tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=1456
objective=regression
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150 Column_151 Column_152 Column_153 Column_154 Column_155 Column_156 Column_157 Column_158 Column_159 Column_160 Column_161 Column_162 Column_163 Column_164 Column_165 Column_166 Column_167 Column_168 Column_169 Column_170 Column_171 Column_172 Column_173 Column_174 Column_175 Column_176 Column_177 Column_178 Column_179 Column_180 Column_181 Column_182 Column_183 Column_184 Column_185 Column_186 Column_187 Column_188 Column_189 Column_190 Column_191 Column_192 Column_193 Column_194 Column_195 Column_196 Column_197 Column_198 Column_199 Column_200 Column_201 Column_202 Column_203 Column_204 Column_205 Column_206 Column_207 Column_208 Column_209 Column_210 Column_211 Column_212 Column_213 Column_214 Column_215 Column_216 Column_217 Column_218 Column_219 Column_220 Column_221 Column_222 Column_223 Column_224 Column_225 Column_226 Column_227 Column_228 Column_229 Column_230 Column_231 Column_232 Column_233 Column_234 Column_235 Column_236 Column_237 Column_238 Column_239 Column_240 Column_241 Column_242 Column_243 Column_244 Column_245 Column_246 Column_247 Column_248 Column_249 Column_250 Column_251 Column_252 Column_253 Column_254 Column_255 Column_256 Column_257 Column_258 Column_259 Column_260 Column_261 Column_262 Column_263 Column_264 Column_265 Column_266 Column_267 Column_268 Column_269 Column_270 Column_271 Column_272 Column_273 Column_274 Column_275 Column_276 Column_277 Column_278 Column_279 Column_280 Column_281 Column_282 Column_283 Column_284 Column_285 Column_286 Column_287 Column_288 Column_289 Column_290 Column_291 Column_292 Column_293 Column_294 Column_295 Column_296 Column_297 Column_298 Column_299 Column_300 Column_301 Column_302 Column_303 Column_304 Column_305 Column_306 Column_307 Column_308 Column_309 Column_310 Column_311 Column_312 Column_313 Column_314 Column_315 Column_316 Column_317 Column_318 Column_319 Column_320 Column_321 Column_322 Column_323 Column_324 Column_325 Column_326 Column_327 Column_328 Column_329 Column_330 Column_331 Column_332 Column_333 Column_334 Column_335 Column_336 Column_337 Column_338 Column_339 Column_340 Column_341 Column_342 Column_343 Column_344 Column_345 Column_346 Column_347 Column_348 Column_349 Column_350 Column_351 Column_352 Column_353 Column_354 Column_355 Column_356 Column_357 Column_358 Column_359 Column_360 Column_361 Column_362 Column_363 Column_364 Column_365 Column_366 Column_367 Column_368 Column_369 Column_370 Column_371 Column_372 Column_373 Column_374 Column_375 Column_376 Column_377 Column_378 Column_379 Column_380 Column_381 Column_382 Column_383 Column_384 Column_385 Column_386 Column_387 Column_388 Column_389 Column_390 Column_391 Column_392 Column_393 Column_394 Column_395 Column_396 Column_397 Column_398 Column_399 Column_400 Column_401 Column_402 Column_403 Column_404 Column_405 Column_406 Column_407 Column_408 Column_409 Column_410 Column_411 Column_412 Column_413 Column_414 Column_415 Column_416 Column_417 Column_418 Column_419 Column_420 Column_421 Column_422 Column_423 Column_424 Column_425 Column_426 Column_427 Column_428 Column_429 Column_430 Column_431 Column_432 Column_433 Column_434 Column_435 Column_436 Column_437 Column_438 Column_439 Column_440 Column_441 Column_442 Column_443 Column_444 Column_445 Column_446 Column_447 Column_448 Column_449 Column_450 Column_451 Column_452 Column_453 Column_454 Column_455 Column_456 Column_457 Column_458 Column_459 Column_460 Column_461 Column_462 Column_463 Column_464 Column_465 Column_466 Column_467 Column_468 Column_469 Column_470 Column_471 Column_472 Column_473 Column_474 Column_475 Column_476 Column_477 Column_478 Column_479 Column_480 Column_481 Column_482 Column_483 Column_484 Column_485 Column_486 Column_487 Column_488 Column_489 Column_490 Column_491 Column_492 Column_493 Column_494 Column_495 Column_496 Column_497 Column_498 Column_499 Column_500 Column_501 Column_502 Column_503 Column_504 Column_505 Column_506 Column_507 Column_508 Column_509 Column_510 Column_511 Column_512 Column_513 Column_514 Column_515 Column_516 Column_517 Column_518 Column_519 Column_520 Column_521 Column_522 Column_523 Column_524 Column_525 Column_526 Column_527 Column_528 Column_529 Column_530 Column_531 Column_532 Column_533 Column_534 Column_535 Column_536 Column_537 Column_538 Column_539 Column_540 Column_541 Column_542 Column_543 Column_544 Column_545 Column_546 Column_547 Column_548 Column_549 Column_550 Column_551 Column_552 Column_553 Column_554 Column_555 Column_556 Column_557 Column_558 Column_559 Column_560 Column_561 Column_562 Column_563 Column_564 Column_565 Column_566 Column_567 Column_568 Column_569 Column_570 Column_571 Column_572 Column_573 Column_574 Column_575 Column_576 Column_577 Column_578 Column_579 Column_580 Column_581 Column_582 Column_583 Column_584 Column_585 Column_586 Column_587 Column_588 Column_589 Column_590 Column_591 Column_592 Column_593 Column_594 Column_595 Column_596 Column_597 Column_598 Column_599 Column_600 Column_601 Column_602 Column_603 Column_604 Column_605 Column_606 Column_607 Column_608 Column_609 Column_610 Column_611 Column_612 Column_613 Column_614 Column_615 Column_616 Column_617 Column_618 Column_619 Column_620 Column_621 Column_622 Column_623 Column_624 Column_625 Column_626 Column_627 Column_628 Column_629 Column_630 Column_631 Column_632 Column_633 Column_634 Column_635 Column_636 Column_637 Column_638 Column_639 Column_640 Column_641 Column_642 Column_643 Column_644 Column_645 Column_646 Column_647 Column_648 Column_649 Column_650 Column_651 Column_652 Column_653 Column_654 Column_655 Column_656 Column_657 Column_658 Column_659 Column_660 Column_661 Column_662 Column_663 Column_664 Column_665 Column_666 Column_667 Column_668 Column_669 Column_670 Column_671 Column_672 Column_673 Column_674 Column_675 Column_676 Column_677 Column_678 Column_679 Column_680 Column_681 Column_682 Column_683 Column_684 Column_685 Column_686 Column_687 Column_688 Column_689 Column_690 Column_691 Column_692 Column_693 Column_694 Column_695 Column_696 Column_697 Column_698 Column_699 Column_700 Column_701 Column_702 Column_703 Column_704 Column_705 Column_706 Column_707 Column_708 Column_709 Column_710 Column_711 Column_712 Column_713 Column_714 Column_715 Column_716 Column_717 Column_718 Column_719 Column_720 Column_721 Column_722 Column_723 Column_724 Column_725 Column_726 Column_727 Column_728 Column_729 Column_730 Column_731 Column_732 Column_733 Column_734 Column_735 Column_736 Column_737 Column_738 Column_739 Column_740 Column_741 Column_742 Column_743 Column_744 Column_745 Column_746 Column_747 Column_748 Column_749 Column_750 Column_751 Column_752 Column_753 Column_754 Column_755 Column_756 Column_757 Column_758 Column_759 Column_760 Column_761 Column_762 Column_763 Column_764 Column_765 Column_766 Column_767 Column_768 Column_769 Column_770 Column_771 Column_772 Column_773 Column_774 Column_775 Column_776 Column_777 Column_778 Column_779 Column_780 Column_781 Column_782 Column_783 Column_784 Column_785 Column_786 Column_787 Column_788 Column_789 Column_790 Column_791 Column_792 Column_793 Column_794 Column_795 Column_796 Column_797 Column_798 Column_799 Column_800 Column_801 Column_802 Column_803 Column_804 Column_805 Column_806 Column_807 Column_808 Column_809 Column_810 Column_811 Column_812 Column_813 Column_814 Column_815 Column_816 Column_817 Column_818 Column_819 Column_820 Column_821 Column_822 Column_823 Column_824 Column_825 Column_826 Column_827 Column_828 Column_829 Column_830 Column_831 Column_832 Column_833 Column_834 Column_835 Column_836 Column_837 Column_838 Column_839 Column_840 Column_841 Column_842 Column_843 Column_844 Column_845 Column_846 Column_847 Column_848 Column_849 Column_850 Column_851 Column_852 Column_853 Column_854 Column_855 Column_856 Column_857 Column_858 Column_859 Column_860 Column_861 Column_862 Column_863 Column_864 Column_865 Column_866 Column_867 Column_868 Column_869 Column_870 Column_871 Column_872 Column_873 Column_874 Column_875 Column_876 Column_877 Column_878 Column_879 Column_880 Column_881 Column_882 Column_883 Column_884 Column_885 Column_886 Column_887 Column_888 Column_889 Column_890 Column_891 Column_892 Column_893 Column_894 Column_895 Column_896 Column_897 Column_898 Column_899 Column_900 Column_901 Column_902 Column_903 Column_904 Column_905 Column_906 Column_907 Column_908 Column_909 Column_910 Column_911 Column_912 Column_913 Column_914 Column_915 Column_916 Column_917 Column_918 Column_919 Column_920 Column_921 Column_922 Column_923 Column_924 Column_925 Column_926 Column_927 Column_928 Column_929 Column_930 Column_931 Column_932 Column_933 Column_934 Column_935 Column_936 Column_937 Column_938 Column_939 Column_940 Column_941 Column_942 Column_943 Column_944 Column_945 Column_946 Column_947 Column_948 Column_949 Column_950 Column_951 Column_952 Column_953 Column_954 Column_955 Column_956 Column_957 Column_958 Column_959 Column_960 Column_961 Column_962 Column_963 Column_964 Column_965 Column_966 Column_967 Column_968 Column_969 Column_970 Column_971 Column_972 Column_973 Column_974 Column_975 Column_976 Column_977 Column_978 Column_979 Column_980 Column_981 Column_982 Column_983 Column_984 Column_985 Column_986 Column_987 Column_988 Column_989 Column_990 Column_991 Column_992 Column_993 Column_994 Column_995 Column_996 Column_997 Column_998 Column_999 Column_1000 Column_1001 Column_1002 Column_1003 Column_1004 Column_1005 Column_1006 Column_1007 Column_1008 Column_1009 Column_1010 Column_1011 Column_1012 Column_1013 Column_1014 Column_1015 Column_1016 Column_1017 Column_1018 Column_1019 Column_1020 Column_1021 Column_1022 Column_1023 Column_1024 Column_1025 Column_1026 Column_1027 Column_1028 Column_1029 Column_1030 Column_1031 Column_1032 Column_1033 Column_1034 Column_1035 Column_1036 Column_1037 Column_1038 Column_1039 Column_1040 Column_1041 Column_1042 Column_1043 Column_1044 Column_1045 Column_1046 Column_1047 Column_1048 Column_1049 Column_1050 Column_1051 Column_1052 Column_1053 Column_1054 Column_1055 Column_1056 Column_1057 Column_1058 Column_1059 Column_1060 Column_1061 Column_1062 Column_1063 Column_1064 Column_1065 Column_1066 Column_1067 Column_1068 Column_1069 Column_1070 Column_1071 Column_1072 Column_1073 Column_1074 Column_1075 Column_1076 Column_1077 Column_1078 Column_1079 Column_1080 Column_1081 Column_1082 Column_1083 Column_1084 Column_1085 Column_1086 Column_1087 Column_1088 Column_1089 Column_1090 Column_1091 Column_1092 Column_1093 Column_1094 Column_1095 Column_1096 Column_1097 Column_1098 Column_1099 Column_1100 Column_1101 Column_1102 Column_1103 Column_1104 Column_1105 Column_1106 Column_1107 Column_1108 Column_1109 Column_1110 Column_1111 Column_1112 Column_1113 Column_1114 Column_1115 Column_1116 Column_1117 Column_1118 Column_1119 Column_1120 Column_1121 Column_1122 Column_1123 Column_1124 Column_1125 Column_1126 Column_1127 Column_1128 Column_1129 Column_1130 Column_1131 Column_1132 Column_1133 Column_1134 Column_1135 Column_1136 Column_1137 Column_1138 Column_1139 Column_1140 Column_1141 Column_1142 Column_1143 Column_1144 Column_1145 Column_1146 Column_1147 Column_1148 Column_1149 Column_1150 Column_1151 Column_1152 Column_1153 Column_1154 Column_1155 Column_1156 Column_1157 Column_1158 Column_1159 Column_1160 Column_1161 Column_1162 Column_1163 Column_1164 Column_1165 Column_1166 Column_1167 Column_1168 Column_1169 Column_1170 Column_1171 Column_1172 Column_1173 Column_1174 Column_1175 Column_1176 Column_1177 Column_1178 Column_1179 Column_1180 Column_1181 Column_1182 Column_1183 Column_1184 Column_1185 Column_1186 Column_1187 Column_1188 Column_1189 Column_1190 Column_1191 Column_1192 Column_1193 Column_1194 Column_1195 Column_1196 Column_1197 Column_1198 Column_1199 Column_1200 Column_1201 Column_1202 Column_1203 Column_1204 Column_1205 Column_1206 Column_1207 Column_1208 Column_1209 Column_1210 Column_1211 Column_1212 Column_1213 Column_1214 Column_1215 Column_1216 Column_1217 Column_1218 Column_1219 Column_1220 Column_1221 Column_1222 Column_1223 Column_1224 Column_1225 Column_1226 Column_1227 Column_1228 Column_1229 Column_1230 Column_1231 Column_1232 Column_1233 Column_1234 Column_1235 Column_1236 Column_1237 Column_1238 Column_1239 Column_1240 Column_1241 Column_1242 Column_1243 Column_1244 Column_1245 Column_1246 Column_1247 Column_1248 Column_1249 Column_1250 Column_1251 Column_1252 Column_1253 Column_1254 Column_1255 Column_1256 Column_1257 Column_1258 Column_1259 Column_1260 Column_1261 Column_1262 Column_1263 Column_1264 Column_1265 Column_1266 Column_1267 Column_1268 Column_1269 Column_1270 Column_1271 Column_1272 Column_1273 Column_1274 Column_1275 Column_1276 Column_1277 Column_1278 Column_1279 Column_1280 Column_1281 Column_1282 Column_1283 Column_1284 Column_1285 Column_1286 Column_1287 Column_1288 Column_1289 Column_1290 Column_1291 Column_1292 Column_1293 Column_1294 Column_1295 Column_1296 Column_1297 Column_1298 Column_1299 Column_1300 Column_1301 Column_1302 Column_1303 Column_1304 Column_1305 Column_1306 Column_1307 Column_1308 Column_1309 Column_1310 Column_1311 Column_1312 Column_1313 Column_1314 Column_1315 Column_1316 Column_1317 Column_1318 Column_1319 Column_1320 Column_1321 Column_1322 Column_1323 Column_1324 Column_1325 Column_1326 Column_1327 Column_1328 Column_1329 Column_1330 Column_1331 Column_1332 Column_1333 Column_1334 Column_1335 Column_1336 Column_1337 Column_1338 Column_1339 Column_1340 Column_1341 Column_1342 Column_1343 Column_1344 Column_1345 Column_1346 Column_1347 Column_1348 Column_1349 Column_1350 Column_1351 Column_1352 Column_1353 Column_1354 Column_1355 Column_1356 Column_1357 Column_1358 Column_1359 Column_1360 Column_1361 Column_1362 Column_1363 Column_1364 Column_1365 Column_1366 Column_1367 Column_1368 Column_1369 Column_1370 Column_1371 Column_1372 Column_1373 Column_1374 Column_1375 Column_1376 Column_1377 Column_1378 Column_1379 Column_1380 Column_1381 Column_1382 Column_1383 Column_1384 Column_1385 Column_1386 Column_1387 Column_1388 Column_1389 Column_1390 Column_1391 Column_1392 Column_1393 Column_1394 Column_1395 Column_1396 Column_1397 Column_1398 Column_1399 Column_1400 Column_1401 Column_1402 Column_1403 Column_1404 Column_1405 Column_1406 Column_1407 Column_1408 Column_1409 Column_1410 Column_1411 Column_1412 Column_1413 Column_1414 Column_1415 Column_1416 Column_1417 Column_1418 Column_1419 Column_1420 Column_1421 Column_1422 Column_1423 Column_1424 Column_1425 Column_1426 Column_1427 Column_1428 Column_1429 Column_1430 Column_1431 Column_1432 Column_1433 Column_1434 Column_1435 Column_1436 Column_1437 Column_1438 Column_1439 Column_1440 Column_1441 Column_1442 Column_1443 Column_1444 Column_1445 Column_1446 Column_1447 Column_1448 Column_1449 Column_1450 Column_1451 Column_1452 Column_1453 Column_1454 Column_1455 Column_1456
feature_infos=[-0.32229999999999998:0.4163] [0:0.24334] [-0.59791000000000005:0.64702999999999999] [-0.60138000000000003:0.64702999999999999] [-0.62073999999999996:0.70228999999999997] none none none [-0.35332000000000002:0.12531999999999999] [-0.56786000000000003:0.68310000000000004] [-0.54022999999999999:0.30815999999999999] [-0.48435:0.15009] [-0.57233999999999996:0.68310000000000004] [-0.59791000000000005:0.74133000000000004] [-0.48987999999999998:0.15040999999999999] [-0.59406000000000003:0.78696999999999995] [-0.60651999999999995:0.74217999999999995] none none none none none none none none none none none none none [-0.21571000000000001:0.22048000000000001] [-0.26168999999999998:0.26762000000000002] [-0.24406:0.11430999999999999] [-0.25485000000000002:0.22267000000000001] [-0.45845000000000002:0.12648999999999999] none none none [-0.26168999999999998:0.16095000000000001] [-0.54523999999999995:0.45571] [-0.52769999999999995:0.69494999999999996] [-0.40655999999999998:0.15598999999999999] [-0.55659999999999998:0.45680999999999999] [-0.61385000000000001:0.78696999999999995] [-0.097070000000000004:0.17441000000000001] [-0.090490000000000001:0.16383] [-0.21148:0.17313999999999999] [-0.26284000000000002:0.18717] [-0.58199000000000001:0.45638000000000001] [-0.56516:0.69494999999999996] [-0.50095000000000001:0.18434] [-0.60138000000000003:0.63802999999999999] [-0.62073999999999996:0.78696999999999995] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.11409999999999999:0.14940000000000001] [-0.56050999999999995:0.25090000000000001] none none none none none none [-0.14383000000000001:0.12279] [-0.093850000000000003:0.12551000000000001] [-0.24518999999999999:0.15257999999999999] none none none none none none none none none none none none none [-0.49086999999999997:0.24052000000000001] [-0.25014999999999998:0.69581000000000004] [-0.24553:0.1769] [-0.4113:0.23347999999999999] [-0.56272999999999995:0.68659999999999999] none none none [0:0.18636] [-0.23401:0.64232999999999996] [-0.56516:0.65178000000000003] [-0.50095000000000001:0.16921] [-0.58199000000000001:0.63695999999999997] [-0.59989000000000003:0.73136000000000001] none none none none [0:0.11437] [-0.080060000000000006:0] none [-0.10228:0.15687999999999999] [-0.15171999999999999:0.10044] none none none [0:0.16391] [-0.48415999999999998:0.24052000000000001] [-0.56530999999999998:0.69496999999999998] [-0.50095000000000001:0.14072999999999999] [-0.57262999999999997:0.32147999999999999] [-0.62073999999999996:0.73365999999999998] [0:0.16855000000000001] [-0.23627000000000001:0.17038] [-0.23104:0.63565000000000005] [-0.41333999999999999:0.18378] [-0.59733999999999998:0.64702999999999999] [-0.60138000000000003:0.73936000000000002] [-0.48765999999999998:0.18301999999999999] [-0.60138000000000003:0.63802999999999999] [-0.62073999999999996:0.74217999999999995] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.49431999999999998:0.51432999999999995] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.4113:0.31351000000000001] [-0.38246999999999998:0.52464] none none none none none none [-0.40655999999999998:0.15598999999999999] [-0.43497000000000002:0.15598999999999999] [-0.55359000000000003:0.73880000000000001] none none none none none none none none none none none none none [-0.56191999999999998:0.13833999999999999] [-0.56530999999999998:0.50522] [-0.24314:0.13969999999999999] [-0.55452000000000001:0.31236000000000003] [-0.59989000000000003:0.62075999999999998] none none none [0:0.15679999999999999] [-0.56281999999999999:0.32985999999999999] [-0.59343999999999997:0.6804] [-0.48765999999999998:0.18301999999999999] [-0.60138000000000003:0.63802999999999999] [-0.62073999999999996:0.73514000000000002] none none none none none none none none none none none none none none none none [0:0.12847] [-0.078729999999999994:0.035130000000000002] none none none none none none none none none none none none none none none none none none none none none none none [-0.47387000000000001:0.69598000000000004] none [-0.24721000000000001:0.12778999999999999] [-0.52769999999999995:0.52298999999999995] none none none [0:0.1368] [-0.08992:0.16372] [-0.51446999999999998:0.13444] [-0.48560999999999999:0.1368] [-0.48560999999999999:0.22994999999999999] [-0.54928999999999994:0.73514000000000002] none none none none none none none none none none none none [0:0.13353000000000001] [-0.56786000000000003:0.23258000000000001] [-0.53320000000000001:0.27062999999999998] [-0.50095000000000001:0.13211999999999999] [-0.56942999999999999:0.24224999999999999] [-0.55327999999999999:0.74012999999999995] none none none [-0.32229999999999998:0.16391] [-0.59791000000000005:0.45321] [-0.59791000000000005:0.68096999999999996] [-0.48560999999999999:0.16999] [-0.57030999999999998:0.45318000000000003] [-0.57182999999999995:0.64376] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.41748000000000002:0.14219000000000001] none [-0.53271999999999997:0.73136000000000001] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.41971999999999998:0.10714] [-0.42385:0.27243000000000001] none none none none [-0.093619999999999995:0.10352] [-0.53271999999999997:0.23871000000000001] [-0.48560999999999999:0.11644] [-0.53285000000000005:0.14876] [-0.52844000000000002:0.51349999999999996] none none none none none none none none none none none none none [-0.087569999999999995:0.21589] [-0.40534999999999999:0.27062999999999998] none [-0.56942999999999999:0.21612999999999999] [-0.54249999999999998:0.27231] [0:0.16855000000000001] [-0.23627000000000001:0.17038] none [-0.48435:0.15679999999999999] [-0.59791000000000005:0.45321] [-0.59791000000000005:0.68096999999999996] [-0.48213:0.16999] [-0.57633999999999996:0.62885000000000002] [-0.60107999999999995:0.73060000000000003] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.40389000000000003:0.12064999999999999] none [-0.54781999999999997:0.73562000000000005] none none none none none none none none none none none none none none none none [-0.10496999999999999:0.13239000000000001] [-0.23796999999999999:0.27073999999999998] none none none [-0.24842:0.13256000000000001] [-0.24815999999999999:0.21589] [-0.24612999999999999:0.27589999999999998] [-0.50095000000000001:0.14544000000000001] [-0.5323:0.63575999999999999] [-0.55286999999999997:0.72880999999999996] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.1285:0.22258] [-0.24231:0.11312] none [-0.14868000000000001:0.22267000000000001] [-0.50814000000000004:0.43242000000000003] none none none [0:0.16384000000000001] [-0.10982:0.23948] [-0.44535000000000002:0.62148000000000003] [-0.24314:0.16611999999999999] [-0.56735999999999998:0.24193000000000001] [-0.51127999999999996:0.63268000000000002] none none none none none none none none none none none none none [-0.49086999999999997:0.22656000000000001] [-0.4037:0.27589999999999998] [-0.48633999999999999:0.12878000000000001] [-0.47356999999999999:0.19152] [-0.56272999999999995:0.74012999999999995] none none none [-0.32229999999999998:0.14646000000000001] [-0.31142999999999998:0.15040000000000001] [-0.29710999999999999:0.41628999999999999] [-0.47577000000000003:0.16855000000000001] [-0.57274999999999998:0.16449] [-0.55806999999999995:0.68593000000000004]
tree_sizes=2651 2831 2799 2863 2805 2855 2827 2856 2855 2849 2856 2851 2857 2848 2869 2857 2860 2862 2854 2869 2860 2770 2826 2746 2801 2809 2817 2789 2830 2793 2821 2811 2808 2825 2800 2827 2816 2776 2811 2810 2812 2807 2829 2811 2809 2822 2833 2819 2815 2827 2822 2842 2840 2840 2824 2837 2846 2843 2812 2852 2797 2856 2781 2784 2767 2812 2799 2784 2818 2806 2790 2789 2825 2789 2837 2814 2820 2828 2797 2771 2824 2810 2806 2826 2848 2800 2820 2827 2830 2816 2783 2822 2838 2848 2843 2832 2846 2808 2863 2853 2854 2864 2832 2832 2829 2785 2804 2813 2800 2809 2795 2774 2832 2828 2799 2811 2812 2815 2805 2814 2827 2811 2785 2796 2819 2799 2803 2788 2841 2788 2808 2797 2843 2813 2825 2806 2812 2807 2807 2827 2828 2819 2822 2848 2795 2840 2818 2801 2853 2843 2833 2815 2837 2810 2828 2828 2821 2820 2811 2830 2813 2838 2790 2795 2782 2828 2826 2822 2832 2826 2814 2852 2820 2803 2859 2846 2821 2865 2886 2820 2825 2795 2812 2806 2824 2800 2813 2855 2832 2853 2828 2835 2808 2854 2815 2855 2834 2808 2824 2806 2820 2822 2806 2820 2804 2828 2813 2820 2851 2818 2831 2824 2859 2775 2847 2865 2818 2836 2848 2794 2823 2844 2853 2880 2866 2879 2807 2877 2895 2889 2831 2861 2889 2822 2814 2819 2820 2812 2822 2865 2808 2829 2829 2893 2866 2875 2867 2835 2876 2835 2864 2884 2812 2886 2838 2853 2875 2851 2820 2878 2847 2843 2846 2780 2862 2817 2869 2847 2869 2861 2840 2832 2829 2872 2864 2851 2866 2887 2805 2874 2835 2856 2856 2843 2870 2835 2877 2821 2868 2904 2894 2857 2875 2828 2791 2843 2875 2832 2875 2882 2900 2853 2838 2885 2880 2851 2886 2849 2887 2892 2907 2865 2863 2873 2891 2894 2858 2868 2831 2863 2859 2836 2848 2837 2869 2854 2849 2882 2835 2818 2835 2874 2815 2768 2879 2799 2846 2861 2857 2871 2835 2839 2830 2869 2847 2820 2872 2893 2831 2853 2787 2846 2840 2888 2839 2771 2850 2853 2805 2836 2822 2871 2840 2868 2806 2858 2776 2846 2834 2845 2877 2839 2852 2881 2850 2835 2893 2856 2870 2884 2810 2859 2842 2864 2865 2857 2838 2871 2891 2859 2873 2806 2853 2769 2820 2874 2840 2871 2832 2869 2833 2868 2886 2844 2869 2838 2866 2858 2877 2857 2865 2834 2827 2860 2817 2879 2892 2878 2884 2825 2842 2877 2840 2840 2833 2838 2882 2780 2862 2824 2868 2821 2879 2832 2863 2863 2838 2870 2844 2770 2849 2836 2859 2859 2855 2841 2856 2863 2868 2831 2845 2857 2874 2887 2866 2885 2837 2882 2862 2843 2833 2869 2879 2766 2868 2871 2879 2903 2895 2874 2830 2904 2887 2828 2898 2901 2836 2826 2878 2878 2849 2910 2775 2894 2853 2885 2891 2914 2890 2902 2861 2903 2847 2836 2795 2813 2881 2877 2840 2818 2879 2847 2865 2847 2857 2880 2889 2903 2894 2853 2884 2784 2842 2841 2864 2861 2812 2851 2810 2786 2827 2865 2843 2848 2847 2850 2862 2858 2879 2857 2860 2888 2852 2858 2869 2848 2889 2847 2893 2848 2843 2849 2887 2868 2894 2895 2845 2895 2854 2835 2902 2831 2831 2853 2858 2866 2879 2903 2845 2870 2861 2834 2831 2794 2878 2855 2848 2847 2852 2867 2827 2844 2858 2859 2835 2843 2863 2874 2863 2836 2879 2853 2776 2844 2831 2864 2891 2869 2834 2869 2793 2889 2823 2832 2880 2829 2829 2890 2843 2908 2882 2923 2842 2870 2887 2898 2926 2906 2864 2897 2922 2905 2924 2828 2917 2836 2908 2932 2850 2835 2850 2766 2834 2873 2886 2903 2853 2832 2759 2821 2836 2857 2841 2866 2768 2882 2896 2885 2876 2866 2849 2787 2881 2896 2831 2881 2879 2905 2822 2847 2845 2880 2819 2875 2838 2900 2903 2894 2906 2844 2902 2886 2843 2855 2826 2891 2834 2920 2851 2878 2878 2853 2856 2838 2879 2827 2868 2868 2892 2836 2843 2861 2841 2888 2899 2847 2871 2793 2882 2892 2883 2910 2909 2842 2923 2857 2911 2857 2898 2829 2816 2909 2792 2822 2879 2871 2834 2862 2887 2884 2857 2901 2862 2879 2817 2878 2873 2903 2882 2956 2941 2835 2933 2908 2853 2901 2961 2922 2937 2849 2847 2863 2844 2855 2853 2836 2881 2843 2878 2894 2827 2886 2888 2832 2849 2884 2839 2892 2887 2892 2845 2902 2860 2839 2894 2906 2903 2912 2841 2829 2834 2845 2880 2885 2877 2904 2883 2947 2867 2814 2917 2798 2889 2864 2895 2859 2839 2871 2907 2841 2836 2860 2826 2875 2860 2818 2879 2845 2876 2869 2876 2897 2898 2904 2908 2832 2844 2903 2850 2895 2853 2895 2902 2921 2908 2889 2889 2898 2932 2825 2917 2971 2961 2829 2844 2945 2847 2910 2877 2824 2916 2896 2943 2946 2944 2823 2936 2834 2924 2840 2884 2853 2892 2900 2811 2837 2917 2828 2880 2915 2909 2912 2833 2909 2907 2847 2844 2870 2819 2830 2895 2852 2905 2824 2828 2883 2836 2830 2847 2890 2838 2874 2858 2842 2845 2831 2888 2873 2896 2819 2889 2806 2895 2837 2882 2913 2900 2905 2848 2887 2911 2850 2839 2851 2859 2825 2845 2890 2872 2871 2837 2886 2900 2829 2839 2906 2867 2843 2872 2849 2901 2897 2858 2832 2821 2890 2817 2818 2819 2832 2822 2853 2859 2851 2852 2847 2843 2846 2842 2821 2847 2817 2844 2842 2862 2819 2846 2854 2829 2822 2813 2848 2841 2867 2873 2864 2866 2858 2887 2812 2910 2892 2848 2846 2842 2873 2813 2840 2879 2840 2863 2877 2879 2812 2830 2889 2848 2785 2862 2854 2879 2873 2885 2846 2895 2890 2887 2899 2832 2829 2836 2870 2894 2877 2825 2901 2842 2871 2913 2852 2844 2918 2874 2832 2930 2913 2835 2930 2935 2934 2833 2859 2845 2897 2823 2886 2847 2809 2904 2815 2814 2866 2834 2880 2840 2796 2882 2811 2849 2853 2835 2853 2846 2885 2839 2834 2809 2863 2837 2851 2826 2843 2851 2844 2845 2865 2854 2876 2887 2877 2878 2837 2887 2895 2861 2851 2894 2854 2847 2892 2888 2901 2893 2902 2916 2821 2871 2860 2922 2913 2916 2863 2916 2841 2843 2906 2849 2898 2920 2896 2854 2930 2958 2941 2849 2856 2854 2886 2906 2947 2856 2926 2846 2855 2909 2888 2909 2904 2934 2835 2921 2935 2857 2929 2941 2945 2954 2836 2944 2946 2951 2963 2837 2952 2967 2850 2945 2933 2957 2947 2957 2942 2959 2858 2937 2844 2846 2844 2846 2921 2918 2909 2839 2836 2819 2884 2831 2895 2829 2867 2821 2865 2832 2827 2829 2861 2831 2843 2826 2873 2867 2802 2806 2825 2867 2842 2848 2861 2850 2827 2856 2843 2854 2857 2858 2835 2880 2859 2851 2841 2831 2840 2833 2840 2865 2877 2861 2887 2888 2855 2826 2867 2853 2884 2883 2892 2868 2883 2864 2870 2884 2864 2847 2905 2897 2846 2915 2917 2926 2849 2868 2846 2903 2920 2912 2856 2839 2909 2863 2860 2865 2855 2844 2837 2851 2879 2846 2838 2876 2877 2851 2863 2822 2850 2868 2880 2848 2886 2840 2880 2894 2820 2846 2884 2887 2854 2897 2839 2853 2843 2854 2872 2885 2875 2899 2889 2849 2844 2844 2844 2906 2892 2849 2886 2829 2841 2842 2874 2905 2927 2845 2860 2836 2882 2906 2903 2880 2910 2903 2843 2826 2833 2859 2857 2896 2806 2835 2853 2835 2822 2832 2871 2890 2851 2852 2865 2836 2858 2843 2833 2869 2850 2838 2902 2835 2845 2886 2879 2854 2871 2913 2855 2849 2843 2899 2851 2898 2865 2852 2856 2841 2834 2876 2864 2873 2891 2849 2912 2887 2921 2843 2832 2877 2838 2814 2890 2867 2918 2858 2902 2842 2906 2905 2850 2837 2849 2863 2913 2861 2863 2868 2856 2853 2852 2836 2880 2856 2885 2901 2890 2845 2853 2835 2849 2847 2847 2854 2872 2845 2863 2883 2901 2890 2835 2894 2900 2847 2903 2857 2886 2848 2889 2868 2861 2885 2892 2919 2899 2884 2906 2907 2926 2924 2841 2849 2897 2954 2862 2851 2846 2901 2852 2909 2913 2959 2947 2962 2843 2919 2854 2820 2933 2842 2941 2871 2901 2833 2894 2937 2952 2948 2968 2966 2870 2952 2850 2844 2974 2850 2939 2958 2956 2848 2849 2944 2820 2932 2937 2867 2836 2850 2924 2863 2911 2845 2838 2840 2854 2911 2839 2899 2913 2854 2843 2847 2876 2859 2842 2902 2922 2859 2860 2874 2898 2889 2845 2873 2910 2889 2867 2838 2855 2862 2842 2886 2906 2858 2847 2858 2853 2834 2854 2832 2859 2885 2847 2856 2840 2834 2870 2840 2851 2877 2852 2833 2844 2870 2835 2883 2864 2876 2863 2892 2890 2865 2873 2902 2932 2832 2839 2890 2851 2852 2909 2908 2923 2856 2822 2907 2802 2868 2884 2862 2900 2823 2923 2897 2850 2913 2863 2929 2817 2912 2841 2868 2899 2845 2865 2891 2903 2913 2865 2911 2910 2917 2916 2852 2856 2919 2927 2834 2834 2823 2913 2897 2926 2929 2828 2933 2951 2933 2855 2931 2877 2920 2970 2971 2956 2954 2951 2967 2979 2857 2840 2949 2961 2970 2834 2842 2939 2953 2955 2865 2864 2819 2937 2857 2921 2949 2973 2979 2962 2987 2857 2961 2858 2971 2859 2945 2980 2861 2944 2962 2851 2936 2849 2832 2859 2924 2922 2898 2824 2937 2949 2940 2966 2841 2843 2944 2956 2856 2919 2964 2824 2873 2875 2914 2920 2958 2853 2847 2914 2947 2925 2961 2972 2850 2876 2944 2930 2961 2863 2868 2845 2937 2873 2825 2869 2857 2845 2913 2912 2934 2941 2927 2943 2835 2964 2855 2856 2929 2936 2836 2941 2850 2889 2974 2821 2930 2844 2923 2926 2966 2861 2945 2825 2847 2941 2950 2867 2940 2965 2941 2840 2845 2924 2839 2851 2932 2865 2904 2952 2842 2926 2844 2806 2869 2930 2857 2918 2839 2847 2862 2851 2840 2812 2899 2865 2840 2889 2827 2859 2840 2885 2905 2895 2937 2923 2921 2857 2915 2932 2838 2921 2849 2910 2823 2820 2846 2914 2917 2913 2937 2864 2945 2928 2863 2863 2843 2944 2834 2848 2841 2851 2899 2912 2849 2866 2922 2859 2907 2850 2921 2851 2849 2834 2917 2891 2866 2885 2902 2863 2865 2925 2925 2910 2831 2862 2864 2867 2832 2815 2848 2836 2844 2905 2898 2865 2899 2946 2837 2817 2891 2841 2820 2889 2933 2917 2864 2809 2900 2839 2856 2925 2838 2870 2828 2849 2899 2829 2897 2832 2827 2887 2909 2864 2841 2848 2865 2848 2912 2843 2881 2838 2904 2895 2878 2900 2871 2853 2897 2909 2843 2924 2846 2849 2845 2827 2897 2847 2882 2848 2923 2907 2941 2832 2928 2925 2948 2919 2941 2845 2903 2839 2828 2921 2821 2915 2832 2821 2808 2842 2910 2840 2841 2920 2853 2881 2918 2850 2904 2852 2829 2839 2853 2888 2919 2836 2866 2902 2847 2879 2914 2847 2876 2896 2908 2856 2837 2915 2878 2926 2912 2905 2842 2930 2878 2927 2912 2875 2918 2856 2866 2933 2848 2903 2863 2918 2927 2915 2965 2944 2982 2864 2860 2856 2868 2845 2908 2908 2936 2828 2855 2841 2838 2836 2903 2868 2862 2865 2870 2903 2899 2861 2884 2924 2915 2856 2919 2856 2903 2835 2925 2920 2949 2830 2863 2924 2948 2830 2948 2921 2949 2967 2862 2855 2843 2955 2956 2961 2854 2848 2861 2916 2955 2914 2961 2949 2862 2962 2989 2853 2945 2882 2965 2954 2981 2869 2863 2843 2927 2925 2879 2962 2870 2863 2919 2872 2927 2853 2865 2859 2857 2884 2869 2910 2931 2938 2942 2846 2828 2860 2862 2831 2908 2904 2923 2942 2918 2951 2860 2962 2861 2870 2945 2851 2886 2928 2925 2953 2840 2867 2929 2916 2948 2863 2789 2854 2858 2860 2870 2926 2922 2837 2919 2947 2932 2842 2923 2844 2935 2846 2943 2858 2862 2909 2856 2853 2851 2854 2862 2843 2895 2880 2914 2866 2845 2897 2908 2933 2849 2924 2845 2933 2929 2847 2934 2939 2954 2919 2848 2857 2953 2856 2816 2817 2906 2841 2922 2854 2847 2912 2808 2889 2922 2831 2898 2835 2831 2851 2844 2855 2891 2876 2869 2866 2894 2896 2880 2914 2899 2865 2935 2872 2915 2855 2827 2859 2901 2844 2824 2864 2840 2849 2911 2866 2898 2872 2908 2863 2831 2898 2904 2898 2838 2846 2853 2892 2823 2863 2921 2916 2870 2915 2917 2841 2870 2889 2936 2923 2870 2841 2836 2834 2864 2914 2835 2924 2848 2815 2823 2903 2856 2854 2911 2861 2919 2893 2870 2911 2910 2845 2884 2836 2855 2827 2851 2851 2878 2906 2852 2907 2850 2848 2841 2849 2847 2892 2878 2856 2915 2858 2867 2857 2860 2843 2880 2867 2857 2884 2831 2888 2823 2893 2837 2906 2840 2889 2916 2901 2856 2819 2916 2923 2927 2941 2901 2860 2838 2869 2932 2839 2869 2926 2923 2864 2925 2827 2919 2829 2829 2889 2862 2914 2856 2901 2847 2864 2854 2841 2903 2887 2924 2924 2851 2933 2836 2922 2950 2945 2861 2880 2926 2858 2933 2938 2909 2938 2849 2934 2944 2870 2936 2948 2963 2990 2841 2857 2854 2869 2854 2880 2941 2920 2855 2830 2864 2848 2834 2863 2912 2854 2856 2845 2862 2890 2899 2854 2849 2889 2852 2896 2892 2921 2952 2861 2915 2912 2901 2839 2920 2952 2873 2946 2814 2870 2845 2871 2917 2933 2895 2934 2931 2857 2830 2931 2868 2844 2919 2925 2865 2849 2930 2865 2914 2942 2874 2865 2949 2865 2924 2929 2872 2867 2854 2931 2923 2953 2840 2873 2829 2943 2933 2908 2834 2951 2942 2868 2920 2887 2851 2840 2796 2841 2920 2874 2918 2842 2867 2844 2843 2891 2930 2846 2853 2906 2827 2929 2925 2852 2936 2921 2845 2843 2871 2900 2910 2918 2848 2831 2842 2885 2908 2860 2940 2867 2866 2916 2914 2871 2848 2851 2922 2855 2912 2929 2847 2901 2928 2833 2821 2851 2857 2854 2904 2860 2863 2916 2863 2891 2915 2887 2923 2848 2827 2902 2824 2858 2813 2870 2892 2919 2849 2893 2834 2883 2915 2830 2904 2827 2857 2908 2858 2891 2914 2854 2906 2861 2847 2850 2846 2918 2886 2840 2900 2907 2938 2849 2898 2873 2917 2815 2851 2816 2882 2901 2919 2855 2827 2926 2927 2936 2843 2838 2872 2929 2831 2910 2860 2903 2912 2836 2899 2864 2854 2928 2859 2868 2824 2943 2866 2865 2928 2845 2923 2885 2943 2914 2956 2945 2889 2870 2952 2852 2866 2855 2912 2919 2813 2892 2946 2872 2834 2923 2835 2871 2879 2843 2898 2859 2905 2830 2873 2936 2854 2857 2921 2884 2916 2885 2908 2906 2934 2852 2919 2938 2842 2872 2848 2858 2851 2852 2863 2848 2904 2916 2911 2898 2920 2835 2923 2869 2868 2883 2915 2843 2851 2853 2872 2861 2840 2842 2891 2905 2832 2910 2898 2912 2835 2911 2932 2859 2938 2911 2855 2847 2914 2844 2869 2923 2860 2859 2896 2929 2828 2839 2894 2906 2932 2928 2843 2900 2861 2902 2929 2856 2856 2845 2852 2830 2894 2920 2848 2844 2808 2898 2876 2857 2928 2901 2893 2857 2921 2843 2883 2930 2881 2918 2921 2930 2937 2867 2867 2828 2914 2935 2872 2837 2924 2884 2864 2901 2918 2870 2936 2879 2867 2860 2896 2831 2870 2896 2831 2855 2913 2837 2864 2846 2859 2902 2901 2912 2926 2859 2940 2859 2872 2893 2850 2903 2861 2913 2900 2930 2949 2873 2856 2918 2870 2910 2920 2889 2852 2851 2873 2832 2883 2857 2896 2835 2851 2861 2906 2888 2897 2924 2894 2877 2929 2865 2923 2884 2865 2862 2896 2872 2851 2901 2906 2900 2915 2941 2862 2860 2844 2861 2922 2924 2907 2835 2887 2865 2856 2879 2840 2903 2837 2888 2896 2876 2907 2868 2936 2841 2846 2911 2901 2913 2934 2842 2844 2839 2854 2880 2953 2918 2934 2943 2916 2863 2959 2925 2925 2915 2937 2966 2858 2971 2833 2947 2839 2873 2869 2843 2921 2943 2894 2905 2835 2856 2872 2863 2897 2883 2899 2825 2859 2922 2863 2870 2896 2931 2917 2864 2930 2923 2843 2845 2822 2935 2853 2833 2930 2850 2863 2864 2867 2918 2860 2900 2878 2852 2858 2882 2913 2836 2867 2896 2897 2881 2880 2913 2878 2870 2891 2909 2816 2847 2845 2905 2878 2855 2843 2874 2903 2886 2861 2831 2869 2853 2892 2858 2841 2895 2886 2865 2909 2857 2889 2913 2829 2913 2894 2907 2933 2916 2921 2940 2879 2894 2879 2873 2922 2912 2924 2897 2902 2925 2945 2850 2859 2845 2841 2866 2864 2853 2870 2880 2858 2869 2900 2899 2889 2905 2927 2864 2921 2928 2866 2929 2940 2880 2839 2950 2831 2916 2889 2865 2876 2868 2922 2911 2853 2870 2863 2875 2926 2908 2889 2909 2950 2859 2861 2915 2921 2929 2873 2873 2925 2928 2857 2925 2935 2948 2887 2881 2890 2903 2926 2920 2880 2901 2862 2841 2850 2895 2886 2915 2926 2925 2885 2845 2931 2931 2864 2899 2928 2926 2912 2867 2925 2868 2870 2859 2914 2887 2884 2918 2870 2913 2874 2882 2849 2902 2887 2935 2873 2878 2892 2880 2920 2940 2899 2822 2871 2905 2859 2847 2857 2892 2853 2896 2895 2860 2902 2860 2871 2928 2881 2842 2859 2847 2937 2890 2905 2903 2931 2933 2907 2898 2945 2939 2879 2904 2930 2952 2945 2862 2934 2888 2873 2872 2856 2902 2918 2954 2931 2868 2924 2918 2853 2928 2829 2843 2872 2877 2850 2921 2842 2910 2895 2835 2882 2889 2880 2913 2890 2866 2890 2920 2885 2905 2866 2924 2891 2937 2865 2850 2900 2899 2912 2939 2928 2917 2934 2857 2890 2934 2959 2911 2880 2868 2852 2911 2837 2854 2920 2864 2888 2860 2919 2874 2863 2919 2840 2857 2847 2900 2894 2882 2884 2873 2861 2879 2919 2890 2845 2894 2867 2888 2895 2890 2861 2922 2877 2857 2861 2817 2890 2872 2886 2893 2908 2863 2912 2887 2864 2867 2896 2856 2891 2907 2903 2871 2852 2882 2903 2898 2838 2903 2867 2884 2888 2880 2875 2881 2906 2892 2930 2910 2926 2934 2882 2887 2887 2919 2897 2868 2908 2870 2879 2899 2871 2883 2883 2892 2874 2895 2875 2866 2889 2899 2876 2886 2882 2893 2896 2914 2936 2871 2905 2920 2851 2884 2926 2885 2871 2887 2909 2892 2923 2868 2899 2918 2869 2875 2907 2909 2882 2887 2852 2920 2914 2905 2897 2953 2860 2887 2883 2867 2861 2880 2877 2888 2870 2869 2880 2852 2882 2854 2884 2890 2891 2860 2878 2891 2881 2884 2850 2902 2851 2896 2893 2883 2889 2887 2883 2875 2882 2870 2891 2877 2895 2850 2893 2901 2906 2910 2900 2867 2871 2860 2868 2862 2891 2912 2877 2913 2904 2880 2902 2873 2896 2922 2937 2890 2897 2944 2862 2891 2930 2870 2869 2889 2888 2908 2888 2907 2895 2878 2886 2876 2881 2913 2879 2824 2860 2909 2877 2911 2904 2907 2840 2888 2851 2884 2877 2872 2889 2886 2891 2899 2863 2852 2867 2883 2886 2887 2912 2901 2890 2918 2851 2920 2878 2857 2904 2879 2915 2859 2886 2866 2883 2908 2889 2899 2865 2841 2907 2889 2886 2857 2859 2868 2889 2886 2875 2844 2889 2883 2883 2861 2857 2859 2898 2866 2907 2870 2895 2883 2885 2850 2868 2884 2857 2873 2844 2855 2876 2883 2843 2850 2875 2863 2879 2871 2855 2877 2870 2886 2850 2867 2884 2877 2860 2851 2840 2867 2843 2874 2841 2858 2844 2864 2885 2840 2851 2885 2890 2853 2832 2845 2833 2857 2860 2876 2882 2865 2864 2872 2882 2860 2868 2872 2861 2855 2858 2906 2884 2863 2872 2871 2907 2874 2898 2908 2898 2890 2862 2891 2899 2890 2851 2886 2867 2872 2897 2858 2896 2881 2874 2878 2871 2915 2875 2903 2894 2923 2873 2909 2911 2894 2871 2879 2906 2911 2897 2883 2860 2896 2897 2876 2874 2869 2880 2887 2867 2861 2876 2897 2889 2854 2891 2886 2883 2903 2869 2886 2868 2860 2890 2899 2889 2888 2867 2899 2859 2834 2883 2870 2831 2878 2851 2826 2852 2875 2898 2892 2855 2878 2848 2872 2850 2898 2882 2905 2903 2889 2915 2903 2880 2905 2895 2906 2877 2887 2832 2863 2865 2868 2868 2892 2875 2859 2837 2865 2833 2866 2867 2846 2865 2851 2892 2912 2924 2910 2921 2904 2876 2880 2886 2872 2884 2905 2864 2875 2895 2897 2846 2874 2911 2883 2857 2873 2871 2884 2892 2873 2883 2853 2892 2907 2893 2882 2927 2885 2850 2894 2905 2880 2877 2873 2856 2869 2846 2892 2853 2886 2894 2878 2893 2826 2860 2837 2858 2863 2890 2881 2848 2885 2901 2871 2871 2829 2840 2838 2870 2830 2885 2871 2888 2852 2812 2836 2824 2824 2860 2883 2879 2853 2843 2867 2909 2846 2881 2901 2874 2911 2900 2882 2886 2876 2844 2873 2872 2895 2867 2830 2882 2867 2878 2876 2848 2878 2864 2849 2877 2863 2861 2858 2879 2886 2860 2864 2902 2851 2855 2858 2892 2833 2851 2850 2849 2859 2870 2867 2880 2871 2890 2890 2874 2886 2896 2891 2822 2831 2818 2863 2867 2894 2826 2884 2851 2869 2900 2838 2869 2856 2877 2900 2880 2822 2845 2868 2831 2864 2893 2863 2904 2885 2835 2895 2867 2884 2871 2892 2897 2856 2900 2876 2900 2847 2899 2881 2881 2851 2892 2902 2890 2889 2878 2894 2893 2881 2894 2858 2892 2871 2855 2870 2860 2895 2864 2873 2837 2883 2893 2884 2882 2858 2903 2887 2848 2850 2861 2870 2897 2856 2857 2906 2872 2905 2886 2872 2876 2895 2887 2865 2897 2895 2875 2888 2883 2909 2898 2900 2875 2891 2882 2904 2885 2871 2890 2931 2883 2859 2923 2923 2893 2905 2890 2903 2924 2924 2943 2914 2905 2958 2859 2932 2902 2963 2913 2915 2880 2917 2913 2932 2938 2923 2941 2942 2919 2934 2939 2883 2933 2921 2872 2876 2877 2892 2874 2896 2891 2886 2874 2918 2893 2884 2914 2862 2894 2881 2871 2908 2892 2862 2891 2894 2917 2856 2886 2877 2893 2888 2918 2862 2889 2900 2869 2901 2871 2906 2857 2886 2877 2878 2876 2903 2897 2890 2874 2870 2883 2913 2910 2853 2901 2910 2897 2892 2873 2875 2908 2862 2883 2880 2915 2888 2916 2866 2877 2904 2877 2914 2896 2862 2893 2898 2902 2899 2854 2890 2890 2885 2920 2912 2895 2904 2864 2914 2881 2878 2866 2898 2916 2911 2924 2902 2902 2898 2877 2895 2906 2886 2904 2862 2915 2895 2916 2900 2889 2857 2860 2841 2901 2867 2836 2891 2859 2856 2890 2871 2889 2876 2901 2875 2886 2875 2883 2900 2855 2883 2852 2884 2849 2886 2866 2860 2878 2897 2887 2838 2894 2908 2833 2846 2850 2859 2849 2860 2864 2848 2894 2877 2887 2855 2883 2884 2886 2858 2893 2902 2880 2872 2851 2883 2916 2902 2893 2904 2922 2885 2896 2894 2887 2891 2889 2895 2854 2871 2932 2898 2878 2884 2883 2869 2860 2903 2871 2851 2903 2848 2881 2847 2892 2860 2843 2879 2875 2871 2893 2847 2917 2911 2890 2871 2905 2832 2871 2864 2913 2856 2872 2834 2853 2830 2871 2836 2887 2851 2875 2910 2883 2897 2899 2907 2885 2866 2882 2844 2909 2871 2875 2882 2888 2837 2855 2858 2855 2886 2888 2855 2863 2879 2833 2882 2852 2829 2884 2889 2886 2873 2831 2803 2841 2901 2878 2886 2899 2847 2879 2876 2870 2844 2899 2844 2841 2855 2859 2873 2876 2880 2873 2872 2900 2861 2879 2882 2909 2892 2884 2884 2902 2914 2891 2881 2904 2904 2932 2901 2873 2898 2893 2927 2892 2896 2831 2852 2853 2882 2905 2857 2872 2876 2862 2859 2874 2889 2869 2903 2872 2914 2866 2899 2893 2882 2936 2882 2891 2891 2918 2937 2900 2904 2883 2923 2880 2869 2898 2908 2882 2899 2889 2878 2892 2882 2906 2902 2876 2869 2896 2869 2884 2843 2885 2840 2853 2849 2851 2899 2873 2875 2872 2896 2885 2914 2905 2880 2931 2915 2857 2876 2865 2858 2918 2860 2886 2881 2899 2873 2878 2904 2929 2901 2873 2898 2886 2886 2915 2873 2882 2896 2913 2909 2883 2896 2919 2914 2873 2921 2889 2892 2878 2900 2923 2881 2874 2905 2923 2910 2915 2899 2931 2903 2881 2898 2891 2896 2895 2884 2904 2894 2850 2876 2899 2827 2909 2847 2894 2855 2855 2891 2821 2878 2868 2876 2889 2889 2899 2860 2889 2851 2866 2887 2910 2919 2907 2884 2833 2877 2865 2890 2842 2864 2884 2863 2914 2898 2847 2855 2893 2856 2895 2893 2881 2901 2926 2932 2925 2908 2941 2878 2897 2870 2905 2894 2922 2883 2901 2885 2869 2885 2897 2877 2914 2874 2883 2866 2861 2920 2906 2860 2873 2905 2872 2888 2892 2894 2869 2868 2877 2876 2871 2855 2904 2887 2891 2859 2859 2876 2869 2881 2884 2868 2853 2846 2858 2884 2894 2872 2877 2903 2865 2888 2914 2898 2839 2901 2907 2903 2917 2869 2903 2919 2927 2922 2914 2853 2873 2909 2841 2878 2901 2873 2902 2896 2906 2907 2875 2855 2840 2846 2894 2871 2878 2863 2896 2920 2897 2879 2887 2881 2892 2849 2889 2893 2879 2876 2888 2890 2885 2913 2901 2912 2871 2892 2922 2893 2856 2925 2913 2921 2936 2873 2940 2911 2937 2936 2905 2872 2912 2894 2874 2877 2900 2901 2884 2907 2884 2923 2884 2926 2912 2910 2924 2934 2929 2917 2946 2900 2912 2900 2904 2874 2898 2910 2898 2922 2954 2878 2926 2926 2891 2898 2892 2898 2930 2919 2854 2911 2918 2874 2925 2890 2890 2896 2901 2864 2876 2869 2886 2913 2893 2884 2874 2879 2876 2887 2880 2866 2901 2928 2887 2886 2880 2897 2896 2876 2917 2846 2915 2895 2872 2890 2861 2887 2804 2825 2860 2894 2852 2862 2861 2891 2885 2868 2870 2843 2857 2868 2907 2874 2918 2844 2872 2849 2846 2898 2905 2865 2854 2848 2880 2894 2889 2890 2900 2847 2870 2872 2904 2883 2891 2884 2850 2843 2917 2919 2857 2904 2863 2883 2880 2857 2861 2891 2894 2899 2867 2883 2849 2886 2871 2845 2901 2845 2874 2903 2863 2884 2877 2867 2876 2911 2882 2921 2921 2869 2933 2919 2942 2941 2892 2899 2962 2884 2925 2942 2882 2911 2897 2898 2929 2896 2911 2911 2938 2899 2905 2920 2884 2915 2896 2902 2893 2906 2883 2833 2876 2864 2892 2892 2846 2885 2897 2871 2869 2884 2908 2888 2906 2904 2877 2902 2889 2887 2930 2915 2887 2916 2905 2884 2882 2901 2867 2902 2871 2912 2888 2896 2894 2916 2930 2891 2891 2891 2846 2872 2885 2889 2894 2891 2847 2883 2846 2887 2916 2888 2840 2888 2846 2865 2871 2875 2853 2876 2885 2887 2878 2883 2898 2870 2886 2916 2883 2882 2914 2894 2901 2918 2852 2899 2910 2867 2875 2875 2894 2910 2903 2909 2920 2912 2914 2922 2897 2899 2898 2910 2905 2924 2869 2911 2907 2939 2888 2944 2926 2911 2878 2920 2920 2894 2918 2910 2947 2967 2914 2945 2937 2945 2899 2956 2933 2907 2891 2883 2867 2900 2895 2932 2888 2893 2876 2928 2921 2923 2907 2894 2930 2916 2875 2954 2910 2922 2910 2910 2931 2951 2945 2898 2890 2911 2904 2895 2897 2853 2904 2871 2902 2888 2898 2880 2927 2898 2902 2910 2898 2882 2944 2853 2903 2913 2910 2906 2930 2891 2920 2916 2899 2878 2907 2903 2902 2906 2895 2880 2894 2889 2883 2866 2879 2884 2878 2896 2876 2900 2897 2899 2871 2863 2870 2907 2897 2894 2851 2882 2866 2838 2921 2893 2849 2908 2860 2867 2904 2898 2879 2882 2879 2881 2891 2891 2894 2854 2893 2864 2860 2840 2868 2893 2840 2873 2882 2887 2841 2856 2882 2897 2828 2901 2868 2831 2831 2841 2878 2874 2848 2832 2856 2905 2851 2872 2883 2908 2931 2910 2908 2900 2902 2909 2894 2908 2933 2915 2905 2924 2925 2934 2877 2907 2886 2924 2918 2913 2922 2949 2910 2914 2894 2900 2900 2887 2905 2903 2904 2884 2901 2915 2892 2907 2920 2882 2902 2895 2880 2905 2917 2857 2913 2843 2892 2880 2889 2903 2909 2907 2903 2871 2854 2886 2900 2910 2916 2928 2920 2916 2901 2922 2881 2875 2914 2927 2931 2897 2940 2885 2890 2885 2902 2925 2890 2908 2936 2925 2919 2917 2903 2935 2905 2943 2911 2878 2933 2913 2880 2896 2913 2893 2913 2927 2948 2886 2878 2881 2915 2878 2911 2897 2905 2906 2915 2871 2913 2908 2878 2908 2911 2942 2928 2941 2900 2939 2945 2925 2930 2910 2930 2882 2944 2929 2928 2922 2874 2918 2877 2927 2903 2907 2888 2907 2945 2878 2898 2938 2932 2903 2909 2912 2935 2889 2909 2905 2918 2922 2916 2925 2927 2920 2959 2938 2937 2916 2959 2918 2940 2896 2951 2938 2938 2886 2898 2897 2915 2931 2922 2901 2914 2902 2921 2924 2898 2886 2904 2903 2919 2905 2922 2926 2917 2899 2907 2898 2909 2906 2906 2884 2930 2902 2912 2902 2917 2919 2929 2914 2906 2903 2872 2904 2917 2929 2898 2840 2883 2883 2905 2904 2904 2890 2908 2877 2894 2899 2911 2905 2898 2915 2915 2916 2910 2916 2897 2894 2938 2921 2911 2913 2914 2892 2927 2931 2876 2913 2886 2888 2925 2885 2886 2916 2927 2883 2881 2904 2884 2926 2907 2927 2916 2917 2902 2878 2938 2899 2931 2942 2896 2920 2919 2920 2922 2906 2916 2922 2929 2925 2938 2914 2889 2929 2904 2904 2906 2939 2906 2900 2935 2909 2901 2909 2911 2917 2919 2879 2927 2848 2877 2910 2916 2929 2862 2866 2848 2876 2884 2903 2904 2912 2916 2893 2870 2935 2898 2885 2923 2883 2886 2872 2912 2877 2878 2906 2933 2913 2897 2911 2903 2915 2916 2897 2933 2921 2935 2933 2945 2923 2923 2899 2861 2893 2913 2919 2886 2896 2925 2897 2900 2892 2873 2897 2913 2866 2890 2907 2939 2912 2907 2932 2923 2922 2888 2902 2884 2914 2926 2906 2905 2912 2892 2892 2919 2921 2932 2921 2930 2880 2880 2907 2920 2902 2940 2923 2947 2926 2927 2922 2914 2911 2892 2909 2910 2918 2850 2909 2926 2866 2874 2888 2859 2871 2899 2892 2906 2899 2936 2891 2902 2899 2891 2890 2872 2888 2904 2875 2917 2914 2893 2905 2916 2870 2892 2888 2856 2873 2909 2866 2897 2880 2885 2897 2896 2907 2874 2864 2882 2891 2900 2919 2925 2896 2929 2907 2902 2909 2911 2918 2922 2957 2929 2900 2936 2914 2942 2957 2904 2935 2917 2928 2914 2915 2910 2885 2901 2933 2862 2930 2909 2887 2913 2912 2895 2911 2929 2919 2924 2949 2911 2939 2957 2915 2961 2878 2920 2919 2935 2949 2957 2928 2911 2924 2919 2900 2923 2919 2915 2928 2913 2919 2920 2904 2912 2889 2914 2877 2902 2877 2915 2907 2886 2906 2892 2925 2878 2925 2901 2914 2936 2924 2936 2903 2876 2927 2912 2927 2919 2905 2911 2874 2863 2913 2930 2910 2887 2878 2902 2887 2851 2896 2899 2882 2870 2888 2875 2891 2914 2875 2881 2904 2891 2864 2896 2870 2868 2895 2884 2921 2875 2912 2912 2876 2865 2900 2901 2935 2929 2926 2872 2877 2893 2827 2887 2864 2852 2880 2913 2908 2860 2855 2852 2858 2887 2856 2879 2865 2929 2860 2877 2881 2898 2901 2887 2920 2921 2892 2919 2904 2927 2944 2909 2915 2841 2903 2913 2912 2902 2887 2873 2845 2869 2928 2868 2860 2876 2914 2891 2878 2863 2929 2886 2928 2910 2904 2877 2895 2924 2874 2882 2898 2887 2856 2908 2868 2866 2868 2901 2889 2886 2922 2892 2920 2892 2863 2914 2874 2862 2852 2891 2877 2900 2885 2896 2906 2899 2925 2843 2855 2878 2880 2883 2901 2894 2922 2901 2926 2956 2932 2933 2957 2958 2952 2941 2950 2953 2961 2931 2904 2964 2948 2954 2912 2930 2901 2918 2913 2926 2939 2924 2921 2923 2893 2906 2917 2927 2916 2925 2945 2949 2956 2924 2855 2921 2909 2906 2902 2916 2885 2898 2907 2916 2853 2869 2920 2879 2866 2901 2881 2922 2912 2889 2901 2937 2873 2876 2864 2874 2907 2832 2919 2891 2929 2897 2859 2874 2894 2907 2876 2882 2894 2913 2935 2883 2915 2935 2920 2892 2929 2934 2941 2890 2916 2919 2895 2930 2890 2878 2901 2942 2940 2892 2928 2912 2913 2939 2897 2924 2931 2952 2863 2922 2924 2927 2904 2886 2885 2923 2917 2931 2927 2974 2928 2946 2966 2970 2982 2964 2957 2995 2921 2986 2938 2893 2967 2912 2880 2919 2864 2917 2904 2870 2896 2912 2891 2932 2905 2909 2914 2941 2902 2907 2874 2903 2848 2864 2925 2885 2912 2922 2891 2907 2919 2882 2885 2890 2943 2895 2875 2926 2889 2914 2892 2894 2873 2904 2897 2930 2909 2903 2908 2877 2906 2876 2885 2863 2901 2941 2875 2899 2853 2910 2883 2879 2885 2905 2941 2926 2902 2874 2875 2933 2914 2857 2863 2870 2879 2883 2862 2927 2920 2878 2859 2859 2866 2873 2905 2891 2918 2897 2892 2905 2881 2909 2937 2877 2897 2904 2914 2896 2900 2884 2905 2901 2893 2891 2899 2898 2947 2894 2922 2945 2924 2935 2934 2895 2939 2945 2922 2900 2890 2903 2927 2916 2883 2937 2903 2883 2917 2888 2904 2902 2940 2926 2891 2948 2914 2923 2948 2939 2911 2953 2908 2926 2922 2881 2938 2908 2904 2916 2888 2914 2888 2909 2910 2924 2911 2904 2921 2919 2893 2883 2935 2909 2885 2910 2868 2895 2892 2913 2897 2902 2914 2898 2930 2891 2860 2889 2866 2911 2930 2908 2891 2916 2932 2907 2897 2917 2900 2926 2920 2922 2913 2887 2911 2898 2928 2912 2937 2958 2921 2949 2842 2903 2912 2929 2892 2896 2890 2912 2909 2876 2886 2891 2896 2896 2876 2911 2889 2883 2913 2897 2925 2921 2924 2892 2937 2899 2921 2880 2904 2903 2910 2895 2922 2920 2897 2940 2910 2921 2920 2896 2921 2894 2896 2867 2913 2925 2914 2914 2881 2906 2926 2914 2905 2934 2920 2909 2878 2901 2869 2885 2899 2867 2920 2889 2927 2883 2915 2883 2918 2918 2889 2899 2867 2860 2882 2880 2902 2916 2916 2943 2886 2923 2904 2901 2905 2904 2913 2894 2900 2862 2898 2922 2898 2864 2917 2899 2866 2875 2914 2854 2931 2958 2926 2931 2919 2852 2896 2921 2864 2881 2892 2902 2907 2873 2886 2921 2903 2920 2884 2908 2894 2912 2917 2938 2923 2896 2916 2947 2906 2919 2934 2921 2898 2904 2933 2944 2924 2938 2902 2881 2925 2930 2907 2914 2942 2880 2899 2922 2922 2916 2936 2933 2916 2892 2895 2917 2909 2911 2910 2927 2892 2906 2927 2896 2891 2906 2889 2915 2915 2907 2930 2938 2903 2936 2923 2920 2893 2908 2943 2923 2934 2933 2929 2951 2936 2905 2916 2936 2901 2919 2951 2927 2931 2919 2914 2935 2909 2925 2932 2915 2921 2890 2902 2916 2917 2929 2888 2904 2899 2909 2931 2904 2915 2896 2928 2918 2902 2920 2915 2902 2925 2935 2928 2922 2948 2968 2904 2928 2912 2955 2931 2928 2930 2924 2899 2928 2921 2931 2942 2927 2949 2920 2901 2913 2890 2914 2920 2920 2869 2931 2914 2876 2863 2930 2927 2903 2890 2901 2923 2907 2924 2909 2922 2925 2929 2937 2913 2924 2898 2923 2880 2923 2909 2876 2888 2912 2926 2910 2935 2902 2940 2882 2931 2927 2912 2919 2924 2912 2946 2933 2934 2923 2916 2910 2911 2911 2883 2909 2890 2928 2908 2889 2896 2858 2833 2915 2853 2887 2879 2882 2864 2929 2882 2852 2865 2925 2912 2864 2871 2926 2878 2875 2934 2901 2887 2951 2881 2922 2890 2900 2918 2904 2905 2890 2904 2935 2914 2927 2925 2936 2921 2931 2868 2873 2872 2905 2939 2956 2886 2934 2905 2870 2932 2934 2881 2875 2933 2860 2907 2912 2905 2927 2878 2942 2868 2945 2863 2879 2917 2875 2921 2872 2901 2913 2922 2909 2879 2930 2940 2935 2926 2917 2931 2943 2904 2892 2835 2908 2864 2863 2941 2868 2881 2916 2917 2921 2899 2912 2864 2934 2904 2872 2886 2893 2880 2894 2933 2915 2883 2873 2916 2926 2917 2908 2946 2930 2938 2947 2943 2913 2924 2919 2901 2941 2928 2925 2937 2932 2839 2886 2901 2893 2914 2924 2902 2921 2900 2907 2866 2877 2920 2943 2944 2909 2903 2900 2943 2941 2902 2844 2914 2891 2861 2874 2895 2867 2901 2935 2938 2907 2906 2935 2928 2911 2849 2885 2863 2907 2939 2886 2928 2919 2930 2897 2872 2887 2936 2900 2900 2870 2911 2911 2906 2863 2879 2910 2881 2903 2933 2926 2915 2881 2899 2902 2913 2925 2909 2900 2926 2909 2889 2902 2912 2954 2951 2943 2940 2893 2909 2922 2943 2917 2909 2931 2925 2896 2925 2939 2893 2914 2885 2914 2909 2895 2952 2923 2926 2940 2917 2933 2908 2923 2891 2914 2927 2910 2910 2912 2937 2898 2913 2869 2899 2910 2913 2917 2905 2918 2894 2945 2927 2927 2908 2880 2914 2883 2919 2923 2942 2922 2924 2899 2929 2889 2942 2937 2887 2882 2925 2898 2900 2928 2930 2917 2898 2907 2925 2920 2905 2929 2916 2906 2890 2936 2884 2926 2950 2911 2924 2946 2934 2968 2931 2909 2926 2939 2935 2942 2935 2943 2916 2925 2931 2937 2898 2919 2917 2925 2940 2944 2922 2932 2927 2906 2910 2901 2935 2913 2908 2936 2882 2945 2923 2922 2932 2956 2919 2924 2946 2939 2955 2944 2920 2947 2903 2870 2934 2906 2928 2934 2942 2904 2936 2876 2924 2911 2921 2917 2938 2939 2920 2905 2903 2939 2903 2894 2904 2910 2929 2913 2906 2903 2897 2887 2918 2910 2884 2892 2895 2890 2920 2899 2911 2919 2928 2930 2901 2933 2899 2900 2908 2933 2934 2908 2930 2921 2934 2920 2945 2932 2902 2947 2936 2896 2921 2906 2926 2937 2905 2939 2915 2931 2908 2903 2915 2922 2942 2924 2913 2917 2912 2939 2899 2896 2924 2951 2919 2926 2899 2934 2936 2931 2921 2918 2909 2919 2916 2921 2916 2945 2903 2954 2915 2919 2926 2906 2880 2934 2938 2897 2871 2904 2894 2895 2904 2930 2916 2944 2924 2884 2930 2896 2938 2907 2918 2945 2934 2937 2939 2897 2950 2933 2937 2939 2934 2901 2919 2902 2932 2930 2933 2911 2915 2929 2922 2905 2937 2916 2929 2944 2934 2955 2935 2929 2946 2931 2905 2942 2931 2938 2924 2953 2901 2882 2924 2932 2929 2840 2912 2900 2922 2929 2881 2927 2883 2922 2928 2929 2915 2873 2894 2899 2916 2911 2930 2951 2887 2937 2923 2932 2917 2935 2913 2933 2915 2907 2879 2911 2933 2924 2925 2918 2928 2904 2895 2911 2886 2944 2923 2916 2921 2899 2928 2935 2928 2938 2911 2938 2936 2950 2934 2893 2928 2953 2918 2936 2940 2927 2947 2925 2944 2930 2957 2964 2922 2902 2931 2945 2905 2966 2932 2947 2941 2930 2936 2956 2942 2916 2934 2927 2884 2901 2961 2900 2930 2903 2948 2926 2915 2945 2934 2911 2925 2924 2900 2916 2927 2901 2925 2907 2894 2935 2920 2921 2916 2947 2920 2950 2924 2912 2925 2922 2922 2935 2905 2925 2933 2913 2927 2913 2927 2919 2943 2915 2899 2912 2922 2908 2942 2931 2924 2944 2920 2931 2915 2911 2903 2912 2929 2928 2939 2942 2914 2919 2928 2935 2948 2934 2917 2921 2938 2952 2937 2931 2948 2930 2944 2950 2922 2919 2878 2917 2913 2908 2921 2900 2892 2931 2919 2964 2936 2958 2937 2933 2928 2919 2919 2924 2950 2930 2920 2947 2930 2917 2897 2932 2905 2918 2922 2939 2939 2902 2928 2920 2915 2896 2917 2926 2910 2946 2912 2932 2906 2901 2921 2904 2927 2902 2957 2925 2925 2952 2962 2943 2918 2968 2958 2892 2915 2951 2927 2912 2918 2935 2923 2928 2928 2929 2933 2928 2909 2929 2905 2887 2909 2929 2890 2904 2935 2922 2930 2961 2924 2869 2899 2920 2895 2927 2947 2908 2927 2935 2916 2884 2921 2902 2911 2901 2909 2923 2931 2970 2921 2944 2920 2917 2932 2922 2971 2945 2952 2945 2961 2956 2908 2929 2904 2907 2937 2910 2916 2929 2887 2915 2951 2922 2935 2926 2916 2917 2935 2930 2940 2946 2946 2928 2938 2919 2935 2942 2929 2931 2930 2929 2919 2942 2932 2849 2912 2891 2921 2933 2910 2902 2896 2933 2932 2939 2923 2910 2898 2923 2920 2942 2932 2909 2936 2910 2922 2895 2924 2927 2941 2928 2941 2909 2891 2930 2938 2936 2939 2878 2943 2912 2917 2913 2923 2902 2877 2934 2929 2889 2935 2892 2899 2940 2910 2920 2931 2926 2916 2946 2885 2915 2918 2925 2934 2908 2917 2947 2897 2925 2937 2946 2935 2932 2940 2936 2915 2917 2902 2947 2916 2930 2911 2912 2921 2948 2935 2919 2945 2910 2939 2923 2934 2929 2910 2934 2925 2909 2916 2938 2931 2918 2941 2939 2908 2890 2927 2927 2896 2937 2926 2916 2921 2908 2918 2936 2927 2942 2931 2929 2920 2936 2913 2928 2929 2898 2924 2926 2913 2905 2916 2934 2916 2936 2949 2932 2920 2928 2924 2942 2913 2946 2925 2923 2929 2928 2944 2918 2902 2918 2917 2927 2934 2918 2952 2912 2950 2917 2926 2906 2932 2951 2889 2942 2921 2939 2942 2905 2901 2924 2934 2890 2911 2917 2923 2885 2886 2891 2927 2916 2925 2913 2915 2919 2923 2890 2920 2943 2936 2947 2939 2933 2928 2940 2945 2946 2934 2949 2920 2924 2967 2843 2915 2900 2920 2953 2900 2924 2921 2940 2935 2932 2912 2907 2932 2923 2917 2926 2921 2924 2908 2929 2934 2920 2917 2909 2919 2922 2944 2931 2909 2928 2955 2937 2932 2926 2901 2909 2929 2933 2925 2921 2899 2908 2922 2959 2941 2927 2926 2899 2930 2934 2929 2887 2928 2943 2927 2935 2935 2923 2892 2944 2901 2891 2936 2899 2936 2947 2936 2911 2940 2947 2920 2935 2926 2944 2953 2959 2944 2914 2938 2940 2922 2915 2961 2936 2929 2924 2918 2902 2916 2922 2960 2926 2918 2935 2903 2906 2927 2895 2942 2928 2940 2922 2923 2910 2931 2912 2910 2902 2937 2907 2928 2921 2933 2924 2945 2921 2938 2925 2911 2942 2924 2912 2936 2927 2924 2938 2949 2913 2920 2908 2937 2941 2914 2915 2907 2919 2925 2921 2917 2910 2924 2949 2933 2918 2918 2942 2923 2950 2942 2953 2927 2952 2942 2906 2935 2936 2947 2946 2926 2934 2911 2936 2928 2918 2938 2928 2914 2910 2925 2948 2909 2918 2923 2912 2934 2903 2943 2935 2945 2917 2897 2918 2916 2939 2915 2906 2923 2919 2914 2942 2936 2904 2944 2912 2902 2948 2925 2948 2952 2916 2943 2918 2916 2924 2939 2966 2931 2944 2942 2930 2967 2944 2923 2941 2907 2919 2847 2920 2924 2893 2930 2924 2950 2908 2937 2907 2944 2949 2905 2927 2926 2931 2949 2932 2934 2898 2929 2934 2907 2930 2928 2953 2914 2895 2927 2920 2959 2906 2926 2926 2953 2937 2925 2914 2927 2913 2920 2930 2938 2910 2858 2949 2920 2943 2918 2922 2931 2918 2936 2927 2904 2921 2920 2950 2948 2929 2935 2934 2933 2925 2936 2922 2949 2917 2932 2929 2930 2903 2933 2921 2894 2906 2920 2937 2937 2905 2881 2923 2914 2933 2937 2936 2888 2938 2897 2927 2887 2951 2917 2941 2958 2921 2939 2933 2914 2922 2937 2900 2911 2942 2927 2934 2962 2930 2914 2958 2945 2950 2922 2906 2942 2925 2947 2925 2932 2941 2917 2939 2938 2933 2939 2962 2962 2941 2950 2930 2933 2960 2952 2974 2953 2909 2931 2923 2915 2928 2918 2933 2922 2934 2929 2918 2939 2926 2918 2921 2960 2939 2912 2941 2932 2894 2927 2921 2949 2897 2923 2935 2909 2888 2942 2915 2920 2911 2934 2910 2906 2908 2918 2946 2909 2944 2912 2906 2904 2914 2900 2920 2927 2898 2918 2901 2933 2916 2889 2924 2935 2911 2907 2917 2950 2951 2914 2917 2926 2918 2941 2924 2941 2906 2915 2931 2908 2909 2944 2921 2922 2925 2911 2917 2922 2915 2932 2934 2954 2920 2927 2917 2920 2928 2935 2921 2925 2932 2921 2958 2945 2937 2927 2943 2930 2932 2921 2941 2881 2924 2915 2928 2919 2930 2933 2899 2911 2939 2925 2916 2930 2925 2940 2920 2934 2954 2953 2951 2899 2907 2928 2928 2917 2924 2940 2921 2933 2908 2921 2910 2919 2932 2932 2915 2944 2900 2914 2945 2937 2947 2928 2903 2938 2926 2944 2904 2950 2945 2939 2919 2921 2919 2920 2876 2927 2925 2909 2906 2937 2937 2942 2933 2903 2943 2892 2918 2924 2909 2938 2922 2908 2945 2925 2950 2945 2911 2916 2931 2947 2943 2952 2974 2923 2916 2931 2933 2913 2926 2928 2910 2876 2948 2921 2950 2941 2947 2926 2848 2865 2952 2900 2843 2910 2937 2921 2925 2917 2937 2936 2936 2926 2918 2932 2902 2900 2937 2910 2953 2928 2937 2930 2948 2940 2932 2916 2936 2911 2933 2931 2897 2952 2920 2920 2932 2941 2896 2935 2957 2937 2941 2945 2931 2933 2928 2932 2945 2916 2920 2939 2958 2916 2950 2931 2927 2949 2856 2939 2948 2891 2890 2926 2939 2936 2924 2936 2918 2923 2950 2931 2917 2935 2929 2939 2944 2921 2922 2924 2924 2945 2935 2931 2895 2926 2942 2928 2916 2930 2954 2912 2935 2924 2930 2924 2920 2948 2909 2907 2932 2944 2944 2911 2913 2906 2938 2902 2926 2932 2954 2926 2936 2920 2931 2929 2903 2950 2875 2939 2917 2906 2950 2927 2914 2957 2892 2904 2888 2906 2939 2937 2921 2900 2911 2907 2924 2907 2922 2946 2891 2950 2924 2925 2941 2923 2936 2945 2940 2963 2934 2919 2942 2934 2945 2925 2937 2927 2908 2937 2940 2914 2922 2893 2959 2925 2945 2943 2951 2924 2939 2948 2896 2927 2917 2906 2929 2932 2944 2926 2912 2926 2899 2933 2916 2924 2930 2923 2911 2915 2916 2914 2933 2921 2917 2934 2909 2921 2929 2914 2913 2931 2953 2944 2944 2919 2956 2926 2940 2931 2913 2923 2909 2937 2910 2944 2929 2909 2953 2895 2958 2922 2907 2927 2924 2956 2935 2921 2953 2945 2919 2917 2925 2948 2913 2908 2937 2894 2952 2929 2931 2912 2963 2893 2931 2927 2922 2923 2928 2908 2924 2921 2907 2925 2936 2899 2937 2939 2935 2924 2919 2934 2931 2919 2902 2913 2927 2935 2921 2935 2919 2941 2933 2955 2930 2942 2929 2924 2899 2911 2924 2941 2931 2925 2914 2947 2927 2914 2930 2912 2930 2949 2881 2933 2909 2923 2904 2949 2928 2958 2914 2951 2945 2916 2927 2931 2942 2930 2949 2913 2934 2933 2921 2910 2936 2931 2916 2916 2934 2934 2936 2921 2942 2916 2925 2929 2918 2935 2943 2932 2932 2954 2931 2966 2942 2930 2932 2945 2935 2952 2938 2922 2904 2948 2926 2943 2940 2946 2932 2941 2926 2927 2941 2917 2905 2940 2908 2913 2922 2913 2926 2929 2921 2940 2918 2929 2935 2928 2950 2945 2928 2931 2912 2935 2931 2952 2945 2950 2964 2938 2930 2939 2926 2961 2937 2916 2938 2906 2923 2935 2923 2964 2943 2942 2974 2924 2928 2922 2959 2936 2942 2951 2905 2905 2920 2960 2953 2927 2981 2973 2980 2969 2933 2930 2919 2864 2915 2943 2949 2955 2902 2940 2917 2928 2874 2930 2920 2923 2913 2945 2915 2924 2898 2925 2931 2960 2962 2987 2917 2935 2925 2927 2967 2958 2950 2917 2948 2942 2944 2961 2943 2946 2929 2941 2945 2905 2935 2906 2926 2918 2925 2911 2937 2948 2939 2943 2923 2921 2949 2926 2913 2931 2918 2911 2927 2935 2901 2925 2914 2939 2912 2935 2928 2931 2919 2930 2932 2950 2927 2943 2912 2933 2929 2938 2935 2914 2932 2932 2937 2929 2923 2950 2921 2909 2926 2920 2905 2961 2921 2913 2909 2947 2918 2955 2921 2947 2949 2941 2943 2943 2920 2905 2945 2944 2923 2933 2947 2925 2946 2951 2949 2946 2948 2957 2941 2937 2883 2947 2954 2937 2924 2916 2937 2918 2937 2894 2937 2949 2935 2903 2948 2938 2961 2910 2917 2918 2901 2910 2934 2959 2917 2928 2918 2852 2896 2959 2932 2928 2906 2902 2909 2957 2903 2920 2935 2932 2914 2940 2938 2916 2952 2931 2918 2912 2947 2939 2924 2892 2926 2896 2942 2913 2903 2936 2897 2901 2902 2926 2913 2952 2905 2923 2920 2929 2951 2961 2911 2958 2913 2931 2913 2956 2957 2895 2929 2934 2922 2923 2935 2929 2964 2934 2935 2912 2933 2943 2928 2942 2923 2938 2949 2965 2962 2950 2938 2951 2941 2944 2940 2916 2954 2956 2926 2942 2944 2941 2956 2946 2965 2954 2969 2953 2957 2996 2928 2951 2963 2953 2949 2952 2940 2991 2943 2968 2962 2954 2964 2970 2927 2961 2907 2917 2946 2929 2921 2907 2928 2915 2965 2926 2929 2926 2942 2950 2928 2920 2939 2947 2936 2935 2918 2975 2940 2931 2943 2957 2917 2903 2932 2932 2919 2928 2940 2929 2952 2922 2945 2950 2929 2928 2939 2912 2938 2917 2937 2927 2959 2922 2927 2933 2947 2935 2930 2932 2915 2913 2942 2949 2945 2923 2927 2926 2925 2910 2933 2895 2944 2932 2901 2944 2939 2922 2937 2923 2904 2941 2922 2925 2928 2939 2934 2921 2905 2889 2942 2890 2962 2930 2922 2942 2925 2935 2907 2949 2951 2951 2921 2900 2931 2941 2917 2934 2914 2943 2931 2949 2912 2933 2922 2924 2952 2924 2921 2924 2938 2938 2919 2945 2929 2937 2926 2948 2931 2923 2912 2940 2905 2914 2926 2917 2918 2948 2927 2918 2936 2952 2935 2944 2956 2921 2922 2954 2931 2926 2931 2932 2925 2917 2916 2920 2892 2861 2934 2907 2920 2936 2899 2938 2919 2909 2945 2926 2927 2928 2925 2931 2955 2934 2941 2912 2955 2923 2930 2951 2928 2933 2934 2915 2943 2912 2934 2950 2946 2935 2924 2955 2931 2927 2943 2930 2931 2907 2926 2909 2948 2919 2926 2947 2928 2901 2927 2954 2915 2916 2835 2929 2900 2953 2958 2891 2952 2909 2916 2936 2963 2943 2949 2938 2944 2930 2936 2900 2896 2930 2934 2906 2935 2919 2880 2931 2876 2904 2927 2908 2956 2928 2902 2910 2944 2935 2930 2922 2921 2946 2905 2921 2948 2950 2955 2959 2926 2931 2945 2907 2932 2949 2932 2940 2923 2949 2944 2948 2936 2931 2935 2939 2928 2927 2950 2925 2958 2852 2953 2894 2954 2906 2921 2940 2947 2968 2948 2949 2908 2907 2906 2944 2925 2915 2938 2926 2879 2904 2932 2909 2943 2925 2947 2912 2956 2933 2917 2910 2933 2926 2940 2920 2929 2935 2888 2941 2931 2893 2937 2902 2918 2919 2923 2883 2936 2948 2919 2937 2932 2931 2921 2938 2942 2897 2923 2948 2910 2924 2904 2906 2941 2926 2947 2927 2893 2961 2922 2955 2915 2916 2933 2921 2924 2933 2926 2935 2950 2918 2934 2951 2938 2915 2953 2927 2936 2962 2936 2930 2958 2940 2952 2951 2935 2921 2952 2946 2933 2979 2956 2955 2935 2905 2939 2936 2942 2929 2946 2952 2939 2928 2939 2945 2941 2919 2940 2933 2924 2989 2945 2945 2927 2939 2940 2949 2962 2910 2943 2952 2961 2953 2916 2958 2972 2963 2920 2927 2929 2960 2962 2958 2966 2973 2964 2963 2961 2951 2916 2933 2929 2953 2972 2968 2965 2918 2970 2922 2962 2916 2954 2948 2946 2949 2927 2931 2918 2943 2928 2947 2962 2929 2943 2947 2944 2963 2958 2930 2935 2954 2942 2938 2917 2954 2927 2939 2948 2943 2902 2954 2962 2931 2922 2939 2957 2912 2931 2951 2890 2969 2916 2932 2958 2964 2938 2958 2965 2940 2953 2933 2938 2953 2938 2940 2944 2924 2940 2934 2929 2956 2916 2967 2931 2936 2936 2941 2973 2961 2949 2931 2967 2967 2942 2959 2935 2946 2956 2962 2946 2957 2932 2950 2934 2940 2968 2970 2951 2943 2970 2948 2925 2939 2923 2935 2964 2922 2922 2930 2896 2945 2915 2922 2922 2929 2918 2959 2928 2967 2948 2922 2924 2934 2930 2949 2906 2923 2956 2929 2942 2919 2896 2940 2901 2924 2953 2950 2901 2944 2940 2951 2936 2959 2947 2922 2952 2943 2919 2954 2949 2939 2936 2922 2943 2915 2940 2957 2943 2947 2947 2948 2939 2962 2942 2905 2921 2929 2951 2918 2943 2953 2947 2952 2920 2941 2933 2926 2892 2884 2914 2946 2943 2941 2940 2890 2934 2926 2915 2955 2896 2922 2959 2924 2941 2941 2942 2959 2952 2943 2942 2936 2934 2933 2915 2940 2947 2957 2908 2947 2940 2959 2927 2947 2933 2955 2943 2944 2974 2953 2905 2946 2911 2939 2920 2904 2909 2923 2902 2939 2930 2958 2964 2917 2964 2907 2917 2909 2911 2938 2948 2915 2932 2947 2960 2951 2924 2914 2967 2938 2919 2932 2942 2943 2924 2908 2960 2938 2923 2927 2947 2917 2910 2956 2941 2907 2950 2907 2935 2940 2949 2929 2961 2949 2944 2947 2930 2949 2946 2908 2933 2944 2919 2932 2931 2944 2932 2961 2960 2933 2949 2911 2947 2930 2935 2924 2952 2949 2924 2905 2921 2957 2951 2946 2931 2934 2937 2930 2964 2924 2924 2933 2952 2937 2942 2967 2891 2914 2942 2943 2922 2961 2958 2956 2922 2947 2935 2959 2931 2962 2947 2954 2955 2929 2926 2944 2961 2914 2925 2952 2940 2888 2926 2933 2914 2950 2944 2939 2947 2937 2907 2939 2932 2932 2950 2952 2907 2952 2918 2952 2928 2933 2919 2955 2944 2912 2929 2959 2924 2947 2958 2957 2935 2917 2935 2936 2946 2935 2948 2940 2961 2956 2971 2937 2967 2944 2942 2924 2929 2940 2945 2914 2926 2943 2915 2919 2933 2933 2935 2918 2957 2958 2918 2917 2926 2960 2937 2923 2969 2950 2925 2917 2963 2947 2958 2939 2969 2945 2894 2978 2956 2961 2893 2947 2896 2894 2919 2949 2933 2940 2954 2909 2901 2920 2956 2897 2908 2924 2909 2937 2921 2922 2936 2952 2904 2937 2949 2948 2956 2926 2938 2965 2963 2914 2944 2932 2940 2924 2940 2929 2931 2933 2958 2928 2925 2898 2932 2944 2957 2960 2962 2956 2934 2942 2935 2913 2932 2925 2916 2946 2938 2948 2928 2941 2907 2940 2935 2933 2867 2940 2945 2964 2905 2953 2910 2923 2896 2917 2918 2932 2934 2920 2941 2941 2923 2954 2933 2954 2881 2911 2944 2936 2947 2929 2947 2949 2939 2964 2962 2931 2935 2946 2935 2944 2945 2958 2918 2951 2942 2970 2954 2951 2925 2965 2957 2931 2934 2942 2933 2951 2933 2940 2932 2951 2956 2946 2922 2945 2946 2920 2908 2920 2957 2922 2955 2928 2905 2923 2931 2956 2936 2952 2932 2954 2947 2936 2957 2935 2959 2946 2922 2953 2897 2950 2932 2932 2967 2977 2943 2964 2943 2930 2972 2948 2908 2965 2982 2981 2939 2929 2946 2947 2948 2962 2946 2939 2949 2927 2948 2932 2973 2923 2946 2926 2927 2942 2917 2932 2947 2965 2950 2949 2938 2925 2960 2921 2922 2933 2945 2918 2915 2926 2950 2944 2950 2943 2931 2899 2944 2925 2921 2947 2954 2937 2958 2952 2937 2923 2911 2941 2927 2949 2918 2939 2932 2925 2922 2934 2929 2948 2950 2962 2912 2869 2903 2940 2956 2909 2949 2940 2943 2930 2951 2941 2935 2905 2914 2913 2966 2967 2910 2911 2955 2944 2949 2921 2936 2914 2955 2942 2913 2951 2922 2928 2919 2922 2954 2947 2944 2960 2949 2938 2916 2922 2935 2906 2914 2951 2933 2938 2934 2950 2931 2928 2927 2920 2903 2930 2929 2966 2940 2946 2930 2891 2941 2939 2923 2918 2928 2927 2937 2938 2896 2964 2938 2932 2929 2944 2919 2944 2929 2891 2895 2936 2883 2958 2915 2906 2921 2922 2929 2879 2948 2938 2891 2930 2924 2930 2937 2916 2909 2928 2962 2932 2925 2939 2919 2938 2939 2922 2956 2966 2953 2926 2917 2944 2894 2895 2913 2928 2921 2913 2905 2929 2925 2925 2954 2917 2936 2931 2921 2944 2937 2926 2924 2933 2947 2950 2935 2913 2952 2930 2886 2946 2937 2887 2937 2951 2945 2920 2962 2962 2932 2961 2920 2930 2927 2938 2947 2916 2946 2944 2966 2915 2940 2920 2951 2944 2944 2948 2951 2940 2927 2912 2947 2956 2958 2961 2932 2957 2932 2926 2952 2955 2945 2939 2934 2954 2966 2934 2955 2925 2948 2955 2947 2959 2954 2918 2936 2958 2954 2969 2956 2918 2939 2928 2950 2938 2908 2952 2952 2933 2917 2952 2944 2923 2944 2934 2938 2946 2927 2961 2929 2942 2931 2948 2957 2917 2921 2885 2945 2916 2948 2935 2944 2932 2946 2937 2940 2948 2935 2925 2955 2937 2909 2900 2926 2954 2940 2935 2946 2925 2909 2958 2932 2917 2943 2913 2888 2932 2893 2900 2941 2954 2944 2915 2910 2925 2943 2937 2921 2944 2933 2974 2917 2966 2953 2941 2955 2951 2925 2955 2915 2943 2943 2931 2934 2961 2902 2937 2926 2957 2949 2925 2911 2961 2918 2963 2923 2950 2911 2922 2910 2931 2919 2915 2931 2907 2904 2935 2940 2933 2930 2967 2955 2975 2960 2950 2948 2927 2925 2967 2933 2961 2958 2841 2931 2937 2936 2947 2933 2946 2936 2935 2956 2948 2947 2933 2958 2934 2954 2944 2935 2925 2944 2919 2928 2947 2925 2927 2924 2910 2961 2879 2911 2931 2909 2926 2952 2900 2906 2933 2965 2951 2940 2961 2963 2906 2928 2907 2941 2929 2922 2935 2916 2952 2929 2959 2945 2933 2941 2928 2942 2947 2961 2911 2919 2908 2941 2962 2928 2930 2936 2906 2959 2926 2939 2922 2941 2936 2912 2970 2945 2981 2951 2934 2954 2955 2960 2948 2913 2962 2967 2966 2949 2927 2937 2955 2955 2939 2944 2933 2944 2950 2894 2938 2937 2929 2905 2951 2939 2927 2951 2957 2937 2960 2922 2924 2943 2938 2930 2924 2924 2952 2952 2905 2927 2911 2948 2920 2948 2955 2922 2970 2947 2962 2929 2926 2940 2908 2896 2905 2951 2912 2915 2927 2898 2923 2910 2935 2922 2902 2918 2942 2932 2935 2914 2934 2920 2938 2920 2974 2942 2945 2930 2949 2928 2904 2932 2955 2911 2928 2931 2947 2967 2941 2916 2937 2937 2957 2949 2923 2938 2948 2909 2927 2949 2933 2943 2966 2927 2926 2957 2947 2938 2952 2903 2942 2943 2946 2938 2934 2929 2950 2920 2917 2936 2914 2902 2924 2943 2951 2922 2936 2952 2939 2947 2956 2961 2952 2953 2939 2946 2932 2926 2951 2948 2927 2937 2944 2944 2913 2943 2920 2932 2955 2944 2941 2934 2944 2936 2904 2935 2955 2945 2946 2921 2939 2953 2958 2958 2921 2953 2929 2930 2909 2939 2946 2912 2959 2921 2947 2906 2948 2946 2929 2926 2945 2929 2943 2916 2913 2929 2945 2912 2933 2934 2951 2949 2904 2945 2920 2927 2965 2914 2913 2954 2926 2918 2904 2959 2929 2934 2954 2922 2947 2925 2971 2946 2950 2917 2941 2944 2941 2932 2972 2941 2955 2922 2931 2970 2964 2931 2945 2939 2940 2942 2935 2942 2959 2932 2954 2931 2953 2926 2942 2937 2936 2938 2947 2902 2883 2899 2948 2931 2941 2887 2908 2928 2946 2924 2931 2936 2937 2952 2956 2923 2949 2967 2916 2931 2930 2960 2951 2934 2923 2948 2905 2899 2916 2942 2937 2937 2920 2944 2915 2935 2926 2954 2926 2954 2907 2921 2948 2913 2944 2962 2945 2945 2937 2938 2937 2849 2945 2912 2938 2914 2936 2955 2904 2941 2902 2933 2958 2965 2935 2938 2908 2923 2912 2952 2934 2938 2921 2942 2913 2941 2925 2931 2936 2946 2924 2938 2906

Tree=0
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 4 1 1 4 0 2 1 1 50 2 1 11 52 1 1 3 3 4 49
split_gain=165604 24589.6 13031.5 12892.9 7908.63 7662.71 4360.25 4216.91 3796.38 3497.45 2815.6 1998.32 1885.44 1854.02 1696.19 1547.26 1335.15 1228.88 1193.67 1157.96 953.584 839.256 832.229 682.411 657.911 598.93 534.908 440.035 414.209 374.225
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.10613000000000002 0.27287000000000006 0.12337000000000002 0.089770000000000016 -0.15289999999999995 -0.10607499999999999 0.089525000000000007 0.13075500000000004 0.12000500000000001 0.041865000000000006 -1.0000000180025095e-35 0.13288500000000003 1.0000000180025095e-35 -0.52606999999999993 0.12958500000000003 0.16175000000000003 -0.11171999999999999 -0.085114999999999982 -0.0073899999999999999 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 13 18 -4 11 24 22 23 16 -12 -15 -1 -5 -3 25 -17 -16 26 -2 -9 -6 -7 -25 -28 -10
right_child=1 4 8 17 19 9 -8 10 29 -11 14 -13 -14 15 21 20 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 28 -29 -30 -31
leaf_value=1.1272088103947602 1.1244921384478979 1.0602365862793233 1.1120538110554476 1.0701547751792073 1.0309176187222788 1.1003940040183793 1.1472351669457788 1.0954689321661035 1.079200486532341 1.0844185340280226 1.0888288060233584 1.0862463272263208 1.0872082511739889 1.0990860853373579 1.062015312459597 1.1018429454836691 1.1210626941457802 1.0445436990578154 1.0372243018427634 1.0495324781386963 1.1214262850598387 1.0419369298011829 1.126785601419658 1.0978221890555191 1.0736043589201902 1.0119880388211768 1.1183705414421599 1.1142746213678572 1.1115346459680497 1.064408943665627
leaf_weight=1018 45 30 34 60 65 26 76 34 34 41 20 23 27 38 142 25 474 24 66 26 253 22 50 21 20 20 149 51 178 29
leaf_count=1018 45 30 34 60 65 26 76 34 34 41 20 23 27 38 142 25 474 24 66 26 253 22 50 21 20 20 149 51 178 29
internal_value=1.1091 1.06708 1.12065 1.09262 1.05399 1.12207 1.12479 1.06134 1.08629 1.1111 1.06817 1.11367 1.10999 1.12385 1.06253 1.11719 1.12526 1.06284 1.04442 1.03187 1.11967 1.05932 1.11524 1.11525 1.08737 1.02646 1.1136 1.10948 1.11465 1.07239
internal_weight=0 673 2448 228 445 2351 1884 334 97 467 238 426 144 1808 184 316 1492 84 96 111 278 164 403 117 54 85 353 72 327 63
internal_count=3121 673 2448 228 445 2351 1884 334 97 467 238 426 144 1808 184 316 1492 84 96 111 278 164 403 117 54 85 353 72 327 63
is_linear=0
shrinkage=0.0302493


Tree=1
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 2 150 0 15 4 12 1 4 12 11 43 47 0 150 1 3 2 2 49
split_gain=134140 20299.7 12449.1 10555.5 7723.95 6206.79 3769.92 3531.81 3075.07 2847.15 2738.87 2350.2 1765.17 1611.19 1669.34 1494.91 1309.8 936.022 720.826 777.85 693.508 685.814 559.514 484.177 389.121 337.865 326.431 322.107 312.146 303.123
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.40473500000000007 0.15361500000000003 1.0000000180025095e-35 -0.10607499999999999 -0.12255999999999999 0.40945500000000007 0.09141500000000001 0.085345000000000018 -0.52556499999999995 0.078300000000000008 1.0000000180025095e-35 -0.014584999999999999 0.090100000000000013 -0.060129999999999996 0.089910000000000018 0.11669000000000002 -0.016324999999999996 0.14960000000000004 0.13404500000000005 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 11 13 -5 12 -6 15 20 14 -1 28 18 -16 -15 21 -7 -20 25 -18 -19 -3 -17 -11 -4 -10
right_child=1 2 6 8 10 9 -8 -9 29 27 -12 -13 -14 16 17 26 23 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021973947683187577 0.010497653742981717 -0.040335758965869856 -0.036084198717246406 0.0026443508669094966 0.001365397115483646 0.0044152710894563721 -0.029848442915899255 0.034141278092423913 -0.026768352256448229 -0.011685067064062391 -0.032925972806298887 -0.076721233890824761 -0.019225787940309137 0.033240308420529156 0.0066277074519824914 -0.054748465465120022 0.010772655795440789 -0.0046373242640465199 -0.0089475751711734063 0.016113763972866089 0.016517119304598531 0.0115321628039106 -0.029075058237204143 -0.00054535765642162854 -0.021111464179765314 -0.049917654032132573 -0.065557099100301372 -0.02732918594485919 -0.051317123737796511 -0.040010825459045482
leaf_weight=34 71 148 29 34 71 343 37 76 34 22 30 73 27 21 55 37 456 34 20 1073 49 57 33 37 21 43 80 26 21 29
leaf_count=34 71 148 29 34 71 343 37 76 34 22 30 73 27 21 55 37 456 34 20 1073 49 57 33 37 21 43 80 26 21 29
internal_value=0 -0.0376234 -0.0432988 0.0103434 -0.030666 0.0116125 -0.0581206 0.0140467 -0.0204178 0.0017924 -0.00882016 -0.0624792 0.00430711 0.013202 0.00354603 -0.0562537 0.0140377 -0.00214987 0.0157699 0.0154508 0.005928 0.00621275 -0.0405162 0.00992323 -0.0109275 -0.0424929 -0.062139 -0.020159 -0.042482 -0.0328641
internal_weight=0 673 602 2448 325 2351 277 1884 97 467 101 240 419 1808 144 167 1664 110 1171 1150 392 77 224 493 55 191 117 48 50 63
internal_count=3121 673 602 2448 325 2351 277 1884 97 467 101 240 419 1808 144 167 1664 110 1171 1150 392 77 224 493 55 191 117 48 50 63
is_linear=0
shrinkage=0.00300904


Tree=2
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 16 4 49 1 12 1 1 1 50 4 4 0 2 1 1 1 1 52 12
split_gain=108653 16445.6 8549.99 8412.3 5399.26 5049.15 2976.34 2669.39 2544.21 2490.8 2017.01 1705.47 1631.46 1419.07 1333.94 931.606 812.809 806.954 785.635 739.986 643.972 637.625 845.401 615.938 562.56 474.489 445.462 435.82 334.373 437.224
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.10497000000000002 -0.5315899999999999 -0.062539999999999984 -0.054984999999999992 0.089770000000000016 0.087005000000000013 0.12000500000000001 0.13075500000000004 0.12958500000000003 0.041865000000000006 0.042705000000000007 -0.013125 0.14486500000000005 0.089125000000000024 0.13265500000000002 0.122715 0.076935000000000017 0.16175000000000003 0.039215000000000007 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 14 11 -4 18 -7 -12 -2 23 -16 -3 -5 -8 27 -17 22 26 -1 -14 -15 -13 -6 29 -23
right_child=1 4 9 17 19 8 10 -9 -10 -11 12 21 24 25 15 20 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016476464053695954 -0.023167680123386998 -0.044160903406804598 0.0026525190254477211 -0.034676645409269513 -0.070446932970622725 -0.025148118237848023 -0.0030764647142101868 0.034647069957926081 -0.02022123262552044 -0.032965605932021309 -0.015279166417262862 0.0084326234457403476 -0.042404204197494397 0.0086133880685779589 -0.0053213572819034403 0.011846920987305982 -0.065214306757984314 -0.057686185591439752 -0.031536875399713449 -0.054213600463113513 -0.0057776304990477499 -0.01387447797631427 -0.0067694554796221681 0.011520212289026728 -0.060240778208304188 -0.0089222386298870547 0.017631078194506093 -0.088349542637495379 0.0073992420673393167 0.0017741922215098098
leaf_weight=986 23 30 34 60 65 20 24 71 48 63 24 163 147 100 54 226 66 24 20 26 26 24 31 395 23 21 93 20 91 123
leaf_count=986 23 30 34 60 65 20 24 71 48 63 24 163 147 100 54 226 66 24 20 26 26 24 31 395 23 21 93 20 91 123
internal_value=0 -0.0377396 0.0103753 -0.0145787 -0.0496063 0.0116484 -0.0428719 0.0145029 0.00318607 -0.0204809 -0.0365136 0.00524764 -0.0411632 0.000979966 0.0136551 0.00731971 -0.0586351 -0.0412508 -0.016013 -0.0698702 0.0100285 0.00640557 0.00977127 0.0150589 -0.0448174 0.00557001 0.0117742 -0.0746593 0.00234693 -0.000780693
internal_weight=0 673 2448 228 445 2351 334 1758 593 97 238 545 194 144 1687 306 96 84 44 111 252 525 287 1381 170 121 256 85 238 147
internal_count=3121 673 2448 228 445 2351 334 1758 593 97 238 545 194 144 1687 306 96 84 44 111 252 525 287 1381 170 121 256 85 238 147
is_linear=0
shrinkage=0.00335371


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 2 4 0 47 1 4 12 4 3 52 4 4 47 4 475 52 15 13 0
split_gain=88008.9 13831.3 8270.76 6925.49 5165.7 4135.59 2616.86 2345.71 2017.55 1900.88 1760.47 1629.11 1252.21 1182.35 1310.52 1183.35 1008.72 930.538 591.428 608.604 486.201 380.357 375.792 373.528 347.819 290.14 312.158 282.068 297.093 272.714
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.15361500000000003 0.27287000000000006 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.40945500000000007 0.09141500000000001 -0.52556499999999995 -0.14847999999999997 -0.55061999999999989 0.033845000000000007 -0.00059999999999999995 0.090100000000000013 0.0082450000000000006 -0.066784999999999983 0.039215000000000007 -0.41396999999999995 -1.0000000180025095e-35 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 11 13 -5 12 -6 16 20 14 15 -1 -4 18 -15 -20 -7 -19 -17 29 -21 -22 -27 28 -18 -3
right_child=1 2 6 8 10 9 -8 -9 -10 -11 -12 -13 -14 17 -16 22 27 21 19 24 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0053230811553463247 0.0067400229602881034 -0.020382622501879825 -0.025058744878131749 0.0015613671076652931 0.00085189550427890019 0.0097976248009796381 -0.017265796985391883 0.020242698100787517 -0.01940472995882888 -0.013646680741386977 -0.019188858252749161 -0.045727096763133412 -0.01339450266425256 0.020924982387525957 0.014672681009110042 -0.003330356882762754 -0.037281428614112266 0.0063131183188270589 -0.0028154913764165783 0.0096740685332319405 0.008359938889204048 -0.0013961386952129689 -0.01470181752755381 -0.017181585447478605 0.0041592164732244001 -0.00039647761926720019 0.0039242087048869684 -0.043533470888698481 -0.028056218224660485 -0.026607271416441126
leaf_weight=58 71 44 50 34 71 48 37 76 63 39 30 73 23 21 30 29 71 460 20 1072 35 33 27 33 58 165 157 24 22 147
leaf_count=58 71 44 50 34 71 48 37 76 63 39 30 73 23 21 30 29 71 460 20 1072 35 33 27 33 58 165 157 24 22 147
internal_value=0 -0.0222149 -0.0256298 0.00610727 -0.0181239 0.00685666 -0.0344364 0.00830507 -0.0120558 0.00101343 -0.0051008 -0.0370835 0.00234928 0.00780326 0.00177354 -0.00162097 -0.0333051 0.00832507 0.00938937 0.00917872 0.00324337 0.00579708 -0.00881303 -0.023996 0.00939101 0.00236213 0.00171019 -0.0368292 -0.0350991 -0.0251733
internal_weight=0 673 602 2448 325 2351 277 1884 97 467 101 240 428 1808 144 114 167 1664 1171 1150 405 493 56 224 1130 357 322 117 93 191
internal_count=3121 673 602 2448 325 2351 277 1884 97 467 101 240 428 1808 144 114 167 1664 1171 1150 405 493 56 224 1130 357 322 117 93 191
is_linear=0
shrinkage=0.00219346


Tree=4
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 14 4 3 47 47 2 2 13 4 3 49 1 1 1 3 3 4 3 0 1
split_gain=71318.3 8076.75 7875.25 4473.12 4469.49 3250.14 2660.23 2250.79 1879.76 1393.33 1369.8 1343.8 1057.87 951.779 941.109 919.433 892.467 822.719 692.67 826.126 652.376 528.068 522.025 507.778 450.169 438.266 437.254 431.249 401.684 393.803
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091625000000000012 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.0082450000000000006 -0.11171999999999999 0.077555000000000013 0.091680000000000011 0.11411 0.12844500000000003 -1.0000000180025095e-35 -0.046564999999999988 0.092670000000000016 -0.085174999999999987 0.16175000000000003 0.12873500000000002 0.12958500000000003 0.12745000000000004 -0.13927999999999999 -0.111605 -0.13309499999999996 -0.10836499999999999 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 15 8 10 -5 22 23 28 16 -1 18 20 -2 25 -11 -14 -20 -9 -7 -3 -10 -19 -8 -27 -13 -4 -6
right_child=1 5 6 7 29 21 11 14 9 17 -12 27 13 -15 -16 -17 -18 24 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.012756167378053376 0.0023523838656237094 -0.031061062163560384 0.0037294555802585279 0.0080984394306293159 -0.023944054231040273 -0.043048752236173139 0.013393035882285735 -0.0075608600430989489 -0.0014409286672454539 -0.032963760061265758 0.025238548371988884 -0.013673178262447601 0.010655985046166161 0.019012192069555699 -0.0047663551828241568 -0.017818499217936608 -0.011313989968347338 -0.026164109951265162 0.0026915755092542211 -0.015626583592976532 -0.023985165233235364 -0.058064263517588033 -0.044316176490819571 -0.020212474450605852 -0.01182205097014424 -0.0033299993129451357 0.0067878345244912234 -0.00040701445322088273 0.010616295435512813 -0.03723113569572728
leaf_weight=26 92 36 65 28 50 90 69 21 22 94 46 20 58 32 31 20 20 41 96 22 108 21 54 20 26 33 526 163 1167 24
leaf_count=26 92 36 65 28 50 90 69 21 22 94 46 20 58 32 31 20 20 41 96 22 108 21 54 20 26 33 526 163 1167 24
internal_value=0 -0.0266955 0.00622298 -0.00440946 -0.011993 -0.0334645 0.00835047 -0.0142031 -0.0287574 -0.0242101 0.0107923 0.00459512 0.0034589 0.00548579 -0.0181058 -0.00124956 0.00641721 -0.027818 0.00302644 -0.000723674 -0.0213114 -0.0458895 -0.0390141 -0.0103798 -0.0205985 0.0069819 0.00619054 -0.00185687 0.0102529 -0.0282534
internal_weight=0 590 2531 422 186 404 2109 188 293 203 1278 831 234 208 160 112 648 161 176 118 129 111 90 42 67 628 559 183 1232 74
internal_count=3121 590 2531 422 186 404 2109 188 293 203 1278 831 234 208 160 112 648 161 176 118 129 111 90 42 67 628 559 183 1232 74
is_linear=0
shrinkage=0.00269628


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 2 2 14 2 11 4 1 15 457 1 12 12 3 132 4 11 15 4 13 2 13
split_gain=57868.6 9433.33 5542.27 4712.23 3452.45 3113.78 2279.53 1900.2 1742.49 1479.76 1263.05 1260.06 1114.35 692.095 661.255 540.684 484.118 449.544 706.494 316.127 269.471 340.82 241.128 236.285 232.334 232.307 219.501 217.849 216.491 202.343
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.13082500000000002 0.092845000000000025 0.13754500000000003 0.11474000000000002 0.062655000000000016 0.15361500000000003 1.0000000180025095e-35 0.40945500000000007 0.087135000000000004 -0.071579999999999991 0.080930000000000016 0.088975000000000012 0.082480000000000012 0.095780000000000018 -0.10831999999999999 0.08696000000000001 0.015030000000000002 0.082485000000000017 -0.41396999999999995 -0.0070899999999999991 -1.0000000180025095e-35 0.12358500000000001 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 22 6 11 12 16 13 26 15 14 17 28 -5 -1 20 -19 -17 21 -8 29 -22 -15 27 -6 -16 -4 -3
right_child=1 2 7 5 10 -7 9 -9 -10 -11 -12 -13 -14 24 25 19 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0055214110247388442 0.0078353752173525564 -0.027439476469975948 -0.020386809840225707 0.010917159925380343 0.0084152200275962128 -0.024108233153904923 -0.0023723651117488025 -0.017814319136270018 -0.020555038263964501 -0.013713189669095703 -0.023825440724962836 0.023358715719339909 -0.049741832000124893 0.020595497446525685 -0.040281935909345278 -0.00071254572168457254 -0.0091089326110050939 0.0046866367700119623 -0.017062244499782594 0.0077456550304190524 0.0043388494632877646 0.007116824006153254 -0.034615406464573673 -0.0014854809666938838 0.0099131981776857947 -0.047966987465943058 -0.002630372164509542 -0.02978872851650426 -0.032600411268387627 -0.02153558530721713
leaf_weight=48 71 112 22 931 21 26 35 37 66 37 24 60 73 25 71 42 32 32 21 351 212 392 24 82 56 24 56 22 28 88
leaf_count=48 71 112 22 931 21 26 35 37 66 37 24 60 73 25 71 42 32 32 21 351 212 392 24 82 56 24 56 22 28 88
internal_value=0 -0.0239278 -0.0276739 0.00657818 -0.0195124 0.00759621 0.00795839 -0.0372498 -0.00947322 0.00432634 -0.00537022 0.0102993 -0.0402461 0.00510699 -0.0360952 0.00970746 -0.000330726 0.00425898 -0.00393084 0.00684173 0.00486101 0.00633902 -0.0258889 0.00271438 0.0132102 -0.0398853 0.000382062 -0.0377997 -0.0272264 -0.0248418
internal_weight=0 673 602 2448 325 2302 2276 277 146 892 101 1384 240 855 167 1324 80 774 53 393 721 427 224 294 81 117 77 93 50 200
internal_count=3121 673 602 2448 325 2302 2276 277 146 892 101 1384 240 855 167 1324 80 774 53 393 721 427 224 294 81 117 77 93 50 200
is_linear=0
shrinkage=0.0029136


Tree=6
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 4 2 14 49 11 1 1 1 15 1 1 457 12 1 1 50 15 13 4 47
split_gain=62233.1 9772.06 5018.23 4810.26 3302.28 2958.97 2379.41 1920.22 1860.8 1517.06 1451.19 1663.55 1308.59 982.698 632.093 626.751 571.582 544.008 496.469 488.487 433.02 430.904 388.754 366.894 305.736 298.233 309.126 254.451 245.793 236.772
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.091265000000000013 -1.0000000180025095e-35 0.09253500000000002 0.13754500000000003 -0.17966999999999997 1.0000000180025095e-35 0.062655000000000016 -0.054984999999999992 1.0000000180025095e-35 0.088770000000000016 0.13265500000000002 0.12000500000000001 -0.084564999999999987 0.16175000000000003 0.13075500000000004 0.080930000000000016 0.085325000000000012 0.084525000000000003 0.122715 0.041865000000000006 -0.090344999999999995 -1.0000000180025095e-35 0.018150000000000003 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 7 6 12 17 18 14 -9 -12 15 -2 21 -4 27 -3 -1 25 -5 28 -17 -23 29 26 -6 -13 -8 -15
right_child=1 4 5 20 19 -7 9 10 -10 -11 11 16 -14 24 -16 22 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0076835559619487749 -0.01672396232665508 -0.029219617782222644 0.010992369672771722 -0.022893886250252564 -0.043104740128338787 -0.023290753734709731 0.0059574755662893516 4.7243784471731745e-06 -0.020961883093935579 -0.014255812054518049 -0.0058435636025035232 -0.030571255125090079 0.023531428821574642 0.0099787901229088649 0.013122673659579118 -0.002114615679638574 -0.042011423611087742 -0.044350007691843753 -0.0072792028925424707 -0.059841758806064092 -0.037700545934943049 0.0037035099946347394 0.0075710436861292753 -0.01414142851200695 -0.0059354037399118771 -0.035414520432507798 -0.057025008001885626 -0.023087131476063869 0.0019418833068042178 0.00063933296091176449
leaf_weight=38 23 30 1095 60 45 26 441 20 69 37 30 92 64 62 76 41 27 66 39 21 24 20 293 20 21 25 20 69 189 38
leaf_count=38 23 30 1095 60 45 26 441 20 69 37 30 92 64 62 76 41 27 66 39 21 24 20 293 20 21 25 20 69 189 38
internal_value=0 -0.0250903 0.00689779 -0.00940685 -0.0331259 0.00796007 0.00831706 -0.0284993 -0.00985126 0.00415755 -0.024013 -0.0262164 0.0104985 0.000928368 0.00507081 0.00991481 -0.0294674 -0.0396218 0.000105016 -0.0470473 -0.0271244 0.00415747 0.00638209 -0.00521896 0.00428377 -0.044062 -0.0473879 -0.0273638 0.0047528 0.0064298
internal_weight=0 673 2448 228 445 2302 2276 334 146 783 238 218 1493 144 746 1429 188 96 77 111 84 670 334 40 121 90 65 161 630 100
internal_count=3121 673 2448 228 445 2302 2276 334 146 783 238 218 1493 144 746 1429 188 96 77 111 84 670 334 40 121 90 65 161 630 100
is_linear=0
shrinkage=0.00294608


Tree=7
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 150 4 0 15 2 0 4 3 1 47 2 475 3 43 0 3 1 12 49
split_gain=48625.1 7805.89 4727.25 3944.27 3554.83 2439.64 1471.69 1436.93 1325.08 1223.64 1125.66 738.608 737.319 627.796 627.238 559.802 477.43 599.498 453.509 433.796 509.421 416.395 306.492 277.514 439.768 310.74 391.42 268.666 227.753 214.117
threshold=0.10508500000000001 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14753000000000002 0.09253500000000002 1.0000000180025095e-35 0.018150000000000003 -0.11173999999999999 -0.097454999999999986 0.17025000000000004 -0.079119999999999982 -0.55119499999999988 -0.12018999999999998 0.083345000000000016 0.092530000000000015 0.14122000000000004 -0.079029999999999975 0.30112000000000005 -0.04890499999999999 -0.22491999999999998 -0.0049599999999999991 0.12500000000000003 -1.0000000180025095e-35 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 15 -6 11 -5 22 13 14 -1 28 -15 -18 -19 -14 -21 23 -7 24 27 -26 -27 -3 -4 -12
right_child=1 2 7 10 8 9 -8 -9 -10 -11 29 -13 19 16 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.012319137037261767 0.0066444710019351195 -0.023185121011930883 -0.037968275254042241 0.0012728411406340854 0.00021187348062813029 0.0094636286245008104 0.019586239350824274 -0.015814063857897555 -0.019840652769116569 -0.0165860742774359 -0.013850507399912641 -0.012241549093005243 0.0047713069920773555 0.0091647190149473767 -0.0054498633024083164 -0.046217644917496671 0.019533344276764335 -0.0040812886288882121 0.0059003565287919259 -0.015935487137902146 0.0019595209680417936 -0.033896457752953933 0.0018787010381172205 -0.029228796487950719 -0.023621920590911637 -0.021637396105785415 -0.007627322182823618 -0.033684184235965357 -0.029916027641796662 -0.024138692530404519
leaf_weight=22 71 88 77 34 82 47 79 25 37 30 34 27 114 1169 51 50 23 39 363 20 32 30 335 45 39 27 36 24 42 29
leaf_count=22 71 88 77 34 82 47 79 25 37 30 34 27 114 1169 51 50 23 39 363 20 32 30 335 45 39 27 36 24 42 29
internal_value=0 -0.0209394 -0.0241926 0.00575661 -0.0188178 0.00647378 0.00783148 -0.0354962 -0.00602295 0.000560481 -0.0116254 0.00181817 0.00732487 0.00788156 -9.48221e-05 -0.0384078 0.00824685 0.00572218 0.00493199 0.00173448 -0.00492317 -0.0240863 0.00281193 -0.02295 -0.0216297 -0.0174515 -0.0136316 -0.0254349 -0.0351263 -0.0185863
internal_weight=0 673 602 2448 408 2351 1912 194 119 439 97 409 1833 1667 73 169 1594 425 402 166 52 289 382 259 214 102 63 112 119 63
internal_count=3121 673 602 2448 408 2351 1912 194 119 439 97 409 1833 1667 73 169 1594 425 402 166 52 289 382 259 214 102 63 112 119 63
is_linear=0
shrinkage=0.00278152


Tree=8
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 2 51 4 14 2 4 150 43 49 0 2 52 1 150 13 4 4 3 160 15 43 15
split_gain=39484.5 4529.91 4412.13 2496.69 2440.12 1959.25 1591.91 1416.95 1128.96 1047.13 833.962 821.434 783.492 774.243 742.747 808.431 609.643 567.462 510.626 481.722 455.988 447.562 700.523 299.079 292.461 403.243 303.459 272.707 228.777 228.401
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.10124500000000002 0.27834500000000006 0.31534000000000006 0.092550000000000007 -0.025214999999999998 0.11362000000000001 -0.10056999999999998 -0.029144999999999997 0.076175000000000007 0.11177500000000001 0.053180000000000012 0.09487000000000001 -0.066504999999999995 -0.012034999999999999 0.14486500000000005 0.087470000000000006 0.048770000000000008 0.12205500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.072334999999999997 -0.50690499999999983 -0.10217499999999997 -0.071139999999999995 -0.42198999999999992 -0.00045499999999999995 -0.12255999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 16 7 11 20 9 -1 -9 24 -12 17 15 18 -2 23 -11 -7 -3 22 -5 -8 -4 26 -26 -14 -6 -17
right_child=1 5 6 21 28 19 13 10 -10 14 12 -13 27 -15 -16 29 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.012955523843268597 -0.015028993147968949 -0.023105829058314542 0.017414458498580448 -0.02242832485194907 -0.027435224572638986 -0.042496917902947566 0.0073369193177729736 -0.00087699476014913751 -0.015961933558370636 -0.018777852888117733 -0.007702306896961727 0.019852772215323562 -0.015499487774002951 -0.003201190461568971 -0.015493032498879426 0.013106638623819068 0.002105948707453181 -0.0083898385010735699 -0.0018562229671175148 -0.029119052493263863 -0.032616887243382318 -0.022522050560164597 -0.00076700110343673434 0.0033045453030883742 -0.0079465837063591484 0.0080994083587753469 0.0047595337808356009 -0.02634279931392379 -0.017452083230638925 0.0031246198427523626
leaf_weight=55 20 71 25 21 32 57 255 23 31 21 34 47 25 125 24 21 92 26 43 34 91 46 27 339 20 1214 58 69 42 133
leaf_count=55 20 71 25 21 32 57 255 23 31 21 34 47 25 125 24 21 92 26 43 34 91 46 27 339 20 1214 58 69 42 133
internal_value=0 -0.020722 0.00483049 -0.00347193 -0.0092352 -0.0260104 0.00649176 -0.0226704 0.000190739 0.00187671 -0.0164715 0.00829783 -0.0192736 0.00318506 -0.000641204 0.000993859 -0.000953862 0.00447261 -0.00740863 -0.0374986 -0.0284485 -0.0162523 -0.0102438 0.00503561 0.00788547 0.00770109 0.00150155 -0.0234589 -0.0217691 0.0044858
internal_weight=0 590 2531 422 186 404 2109 313 328 297 151 1364 128 745 242 218 112 620 64 91 162 94 48 594 1317 1292 78 94 74 154
internal_count=3121 590 2531 422 186 404 2109 313 328 297 151 1364 128 745 242 218 112 620 64 91 162 94 48 594 1317 1292 78 94 74 154
is_linear=0
shrinkage=0.00281284


Tree=9
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 150 1 4 2 2 2 1 0 47 15 0 49 14 1 15 3 4 4
split_gain=46333.6 7559.81 4680.33 3761.32 2845.17 2371.17 1555 1403.21 1251.2 1090.93 981.847 957.502 825.972 666.282 554.14 530.319 527.199 467.705 356.569 310.88 268.925 225.476 503.764 213.66 201.814 194.753 205.467 193.608 190.627 187.36
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14530500000000005 0.09253500000000002 0.11474000000000002 0.15361500000000003 1.0000000180025095e-35 0.089770000000000016 0.40945500000000007 0.090425000000000019 -0.0091949999999999983 0.089885000000000007 0.076935000000000017 -0.030209999999999997 0.090100000000000013 -0.15914499999999995 -0.10607499999999999 -0.053364999999999996 -0.41790499999999997 0.11669000000000002 -0.14147499999999996 0.086245000000000016 0.25615500000000008 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 20 7 11 13 12 -5 28 14 18 17 -4 16 -15 21 19 -7 25 -1 27 -11 -16 -3 -27 -23 -6 -2
right_child=1 2 6 9 10 8 -8 -9 -10 23 -12 -13 -14 15 24 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.015066517558216325 0.0090476090718929966 -0.020436403743388211 -0.021793970734689385 0.0012612013474870103 0.0030960185723193012 0.0023775050028430329 -0.014329317187989198 0.01823708583158843 -0.014593158501222277 -0.012656633022553642 -0.018556787693879948 -0.040414560602437977 -0.011857578766468316 -0.0076770339063899446 -0.025430153463117784 -0.008212364609095307 0.0053551833512135464 0.0052326511742476697 0.0073336566028235819 -0.0060996200395134273 -0.013782494863815383 0.0043391879156771075 0.0086444134355368411 -0.022308446568093786 -0.033926599992289794 -0.021427124267588839 -0.032875464811815511 -0.0061535155777060072 -0.0061328837319044108 -0.00025036972271806211
leaf_weight=34 50 148 50 34 56 280 37 76 34 34 24 73 28 23 24 25 268 436 92 33 33 30 972 29 93 23 20 20 21 21
leaf_count=34 50 148 50 34 56 280 37 76 34 34 24 73 28 23 24 25 268 436 92 33 33 30 972 29 93 23 20 20 21 21
internal_value=0 -0.0191962 -0.0222029 0.00527739 -0.0154785 0.0059351 -0.0300926 0.00724124 0.000665805 -0.0106638 -0.00396808 -0.0325227 0.00186397 0.00677903 -0.029073 0.00333325 0.00432515 0.00750883 0.00281262 0.00148375 -0.0206685 0.00844861 0.00822845 -0.0170995 -0.0321837 -0.0218582 -0.0267519 0.000142107 0.000579045 0.0062975
internal_weight=0 673 602 2448 325 2351 277 1884 467 97 101 240 433 1808 167 316 291 1492 405 313 224 1056 1022 63 117 191 43 50 77 71
internal_count=3121 673 602 2448 325 2351 277 1884 467 97 101 240 433 1808 167 316 291 1492 405 313 224 1056 1022 63 117 191 43 50 77 71
is_linear=0
shrinkage=0.00261226


Tree=10
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 52 2 0 0 2 14 4 457 2 2 13 4 4 3 4 3 0 4 12 1 4
split_gain=34672.8 4215.45 3861.41 3385.86 2183.92 1435.84 1329.68 1296.11 1102.3 739.895 938.486 741.413 694.48 691.512 668.229 609.539 490.05 456.383 430.851 351.856 338.969 309.037 281.558 280.909 239.977 238.247 206.529 201.461 188.006 187.897
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.13082500000000002 0.40124500000000002 -0.17966999999999997 0.08257500000000001 0.10444500000000002 -0.078904999999999989 -0.23194499999999998 0.13501500000000002 0.076175000000000007 0.0052350000000000009 0.045365000000000009 0.17025000000000004 0.098035000000000011 -1.0000000180025095e-35 -0.17966999999999997 0.024790000000000003 -0.13927999999999999 -0.10429499999999998 -0.13309499999999996 -0.13027499999999997 -0.50262499999999988 0.093105000000000007 0.15618500000000002 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 12 14 17 27 -6 10 11 16 -1 15 25 22 -10 -3 20 -2 -14 -21 -7 -24 -17 -4 -27 -5 -19 -28
right_child=1 6 5 7 8 13 -8 -9 9 -11 -12 -13 18 -15 -16 24 -18 28 -20 21 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.017782149666007042 -0.022031553840168663 -0.028832234463507644 -0.00020971579621891257 0.0092006735070240143 0.0061027971035579297 0.010009976891860908 -0.011878044407666636 -0.017070584477975582 0.0016341157476413872 0.003502838895226235 -0.022128821280298309 -0.018880390752121508 0.011516357724077267 -0.0084386259320086837 0.017820520391691106 -0.0093499690290289768 -0.012024570016140804 -0.033519173399993392 -0.0040700300478450323 -0.0062478322035434608 0.0015342438415397149 -0.018058405677652049 -0.0026483162694506245 0.0047803075857972364 0.0003852711512075458 0.015914699676233442 0.0076745189867609897 -0.00014345831602979647 -0.04401676468860246 0.0036038915217511411
leaf_weight=22 156 120 30 21 31 70 29 36 46 22 57 36 37 36 46 21 33 26 62 21 76 71 40 539 157 21 1059 86 24 90
leaf_count=22 156 120 30 21 31 70 29 36 46 22 57 36 37 36 46 21 33 26 62 21 76 71 40 539 157 21 1059 86 24 90
internal_value=0 -0.0186715 0.0043525 -0.0135139 -0.00311577 0.00584686 -0.0288052 -0.00303262 -0.00887302 -0.0112661 -0.0131551 -0.00870727 0.00345976 0.00316535 0.00770411 0.00367048 -0.00407141 -0.0316928 0.00165923 -0.0195576 0.00480272 -0.0153625 0.00488652 0.0042671 -0.000763268 0.00731632 0.00750929 0.00169044 -0.038558 0.00735567
internal_weight=0 590 2531 391 422 2109 199 143 225 194 172 115 197 863 1246 827 79 170 175 248 113 92 649 579 178 1200 1170 107 50 1149
internal_count=3121 590 2531 391 422 2109 199 143 225 194 172 115 197 863 1246 827 79 170 175 248 113 92 649 579 178 1200 1170 107 50 1149
is_linear=0
shrinkage=0.00270465


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 2 1 2 2 4 16 1 2 2 2 52 47 123 1 15 0 4 14 1 16 48 52
split_gain=43920.7 7242.57 4590.32 3597.28 2636.05 2251.66 1401.28 1342.53 1216.56 1062.66 914.832 842.655 778.662 698.27 621.521 512.02 454.569 446.689 304.138 274.179 255.264 217.322 205.799 367.234 200.312 183.548 273.852 193.7 217.929 181.584
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.10672500000000001 0.15609500000000001 0.40945500000000007 -0.51370499999999997 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.089125000000000024 -0.55692499999999978 0.090100000000000013 0.088610000000000008 0.11829500000000003 -0.15914499999999995 -0.10607499999999999 -0.036839999999999991 -0.23083499999999998 0.11654500000000001 -0.29154999999999992 0.082620000000000013 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 7 -4 14 13 -5 21 12 20 -7 17 16 -16 22 -15 25 -8 -6 -1 -24 -2 -3 27 -27 -29 -20
right_child=1 2 6 9 10 8 11 -9 -10 -11 -12 -13 -14 18 15 -17 -18 -19 29 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.018486875613781852 0.010552918511082733 -0.018796598490026076 -0.013795229581398965 0.0016043296872124931 0.0044496393069648017 -0.01511222107975476 -0.020247749521119719 0.021679919279878775 -0.016215573568503294 -0.020454977556327268 -0.020300896846511804 -0.047321762010018135 -0.03939112458941247 0.011384325776837224 -0.0083948033053074852 -0.0098245344437947676 0.0063362571724971638 0.0064659517119139221 0.00029045882032715663 -0.015952322920749135 -0.033858633033288919 -0.0078524707197161186 0.00091523550084346927 0.010320787134606874 -0.00062337799909694975 -0.019603144076738199 -0.035737289267918408 -0.035421329074114494 -0.024542585007396398 0.0047998853171682988
leaf_weight=29 50 31 26 34 53 22 38 76 39 63 28 74 114 42 23 25 268 506 198 33 22 20 44 913 24 42 31 27 60 166
leaf_count=29 50 31 26 34 53 22 38 76 39 63 28 74 114 42 23 25 268 506 198 33 22 20 44 913 24 42 31 27 60 166
internal_value=0 -0.0227512 -0.0264178 0.00625473 -0.018335 0.00703773 -0.036005 0.00858712 0.000787061 -0.0127228 -0.00484796 -0.0383335 -0.0345109 0.00233637 0.00803676 0.00398552 0.00517195 0.0088948 0.00328186 -0.0244163 -0.0252384 0.0010792 0.0101412 0.00988835 0.00692817 -0.0258786 -0.0272507 -0.0252113 -0.0279187 0.00234696
internal_weight=0 673 599 2448 325 2351 274 1884 467 97 101 248 174 428 1808 316 291 1492 406 224 60 73 986 957 74 191 160 129 87 364
internal_count=3121 673 599 2448 325 2351 274 1884 467 97 101 248 174 428 1808 316 291 1492 406 224 60 73 986 957 74 191 160 129 87 364
is_linear=0
shrinkage=0.00317994


Tree=12
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 159 42 2 11 2 2 4 3 124 1 11 2 3 457 124 1 0 3 47 2 1 1 10
split_gain=30448.1 5122.05 3264.71 2536.48 1853.45 1844.52 1290.35 1124.82 1059.88 848.276 726.748 708.571 627.138 464.464 564.095 424.487 406.647 399.715 388.672 345.53 307.328 274.016 256.335 225.85 211.752 209.602 217.575 187.72 180.503 175.347
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.091265000000000013 -1.0000000180025095e-35 -0.0060199999999999993 0.13754500000000003 1.0000000180025095e-35 0.10699500000000002 0.17025000000000004 0.40945500000000007 0.30112000000000005 -0.0066649999999999991 0.087135000000000004 1.0000000180025095e-35 0.085730000000000015 0.0068900000000000012 0.080930000000000016 -0.086289999999999992 0.084525000000000003 -0.23194499999999998 -0.12018999999999998 1.0000000180025095e-35 0.10882500000000002 0.15618500000000002 0.11829500000000003 -0.0010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 25 6 10 -4 -1 17 16 28 13 14 19 21 23 20 -18 -9 -8 -10 -22 -5 -25 29 -27 -14 -6 -3
right_child=1 2 7 5 11 -7 9 12 15 -11 -12 -13 27 -15 -16 -17 18 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0027201534930703266 0.0050877772258674601 -0.025070487957068163 -0.0086370912673967085 0.016031737945876406 0.0035597323984817826 -0.017429020266638836 0.0029741204477146846 -0.021009200398725485 -0.011927046497760723 -0.010013779039222397 0.015406281142633545 -0.01509109966737981 -0.030679699094291184 -0.028030075696723642 -0.03050908444906714 -0.0037105216397780986 0.0048187798892753066 0.0090229249767149224 -0.0057482874541932953 -0.0062543561221942347 0.0020946800831829356 -0.023796722249902685 -0.011520825780529272 0.0005240976447737104 0.0073518451127808299 -0.0053628927818194626 -0.017372810841462152 -0.040735423124975516 -0.005897760511194167 -0.017395483447889513
leaf_weight=56 74 25 26 21 54 26 630 24 39 37 68 27 29 126 22 29 372 76 27 22 20 22 20 34 971 20 24 25 20 155
leaf_count=56 74 25 26 21 54 26 630 24 39 37 68 27 29 126 22 29 372 76 27 22 20 22 20 34 971 20 24 25 20 155
internal_value=0 -0.01602 -0.0186276 0.00440418 -0.0128629 0.00509357 0.00535085 -0.0254652 -0.00646547 0.0025548 0.00681724 -0.0032989 -0.0272294 -0.0249732 -0.0193091 -0.012181 0.00640738 0.00317817 0.00410372 -0.0139525 0.00251518 -0.0162079 -0.00471307 0.00730324 0.00712086 -0.0171753 -0.0119138 -0.0353351 0.00100365 -0.0184615
internal_weight=0 673 599 2448 325 2302 2276 274 146 783 1493 101 248 194 68 90 1425 746 399 46 670 61 40 1026 1005 224 44 54 74 180
internal_count=3121 673 599 2448 325 2302 2276 274 146 783 1493 101 248 194 68 90 1425 746 399 46 670 61 40 1026 1005 224 44 54 74 180
is_linear=0
shrinkage=0.00268924


Tree=13
num_leaves=31
num_cat=0
split_feature=1 2 4 12 12 4 2 42 2 4 14 1 11 13 0 52 50 15 42 1 49 13 49 12 4 1 47 2 14 150
split_gain=24690 3182.28 2782.28 2621.35 2272.59 1106.54 1078.49 824.886 724.409 668.175 597.984 567.262 448.597 421.405 367.723 425.854 357.693 348.996 348.734 286.146 277.413 242.603 223.634 212.192 199.767 193.195 189.881 176.163 173.644 172.194
threshold=0.10752500000000002 0.14285500000000004 0.27834500000000006 0.085055000000000006 -0.029094999999999999 0.27044500000000005 0.089775000000000008 -0.0060199999999999993 0.14960000000000004 -0.033174999999999989 0.076175000000000007 0.13265500000000002 1.0000000180025095e-35 -0.0030199999999999997 -0.12333499999999999 0.047850000000000011 0.041865000000000006 -0.089964999999999976 0.087405000000000024 0.085345000000000018 -0.012034999999999999 -0.117405 0.10084500000000002 0.082480000000000012 0.41555500000000006 0.14754500000000001 0.089640000000000011 0.097070000000000004 -0.46166999999999997 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 7 20 10 27 12 13 19 28 14 -2 15 29 17 25 -9 -6 -5 -16 -23 -21 -13 -3 -22 -1 -11 -8
right_child=1 16 -4 5 6 -7 8 18 -10 11 -12 24 -14 -15 21 -17 -18 -19 -20 23 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071078442969659756 -0.015163249324945104 -0.022840559010018961 -0.01473544837034617 -0.0082200930775890354 0.0068576654105424028 -0.015065632528018296 -0.0038654949366930245 -0.014520688487281459 -0.012850632121544796 -0.0098994325341628438 0.014774177761714182 -0.0173730506887807 0.0083668746061840351 0.0018731805391183467 -0.0049006381866187384 0.004748883941866784 -0.019450643628720326 -0.038071636884868643 -0.0038343335605942161 -0.00069413365278699903 0.0084125682253747818 0.0038262357140255365 -0.00011090575611973453 0.0049029374052789055 -0.027278865205458459 -0.031839533078989693 0.00020664512579057355 -0.0023589993061969654 -0.017259169417630005 -0.014994343168702769
leaf_weight=28 23 39 59 20 869 44 21 63 22 28 59 20 99 20 29 26 30 29 35 57 31 583 130 401 60 32 63 30 151 20
leaf_count=28 23 39 59 20 869 44 21 63 22 28 59 20 99 20 29 26 30 29 35 57 31 583 130 401 60 32 63 30 151 20
internal_value=0 -0.0158128 0.0036861 -0.0124615 0.00412578 -0.00350305 0.00480124 -0.00590228 0.00253997 -0.0171484 0.00631854 -0.0187935 0.00291287 -0.00723933 0.00224545 -0.00384465 -0.0276711 -0.0301372 -0.0107041 0.00594259 0.000959705 0.00279536 0.00310838 0.00420636 -0.0248024 -0.0268964 0.00291285 0.0022112 -0.0161079 -0.0092942
internal_weight=0 590 2531 460 2472 158 2316 156 930 302 1386 259 908 43 809 67 130 100 98 1327 114 742 713 458 80 71 94 58 179 41
internal_count=3121 590 2531 460 2472 158 2316 156 930 302 1386 259 908 43 809 67 130 100 98 1327 114 742 713 458 80 71 94 58 179 41
is_linear=0
shrinkage=0.0027144


Tree=14
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 159 14 1 14 0 1 2 2 12 0 4 3 15 4 3 3 15 3 47 0 16 15 133
split_gain=20041.8 3415.79 2148.49 1664.57 1254.55 1225.44 873.825 799.036 756.263 715.345 593.555 717.75 497.935 486.938 440.671 433.787 369.852 352.581 416.446 301.428 292.352 440.429 267.753 236.926 187.333 174.159 167.826 178.3 162.386 153.276
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.11362000000000001 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.083135000000000014 0.11474000000000002 0.17025000000000004 0.091325000000000003 -0.033209999999999996 0.40945500000000007 0.30112000000000005 -0.084564999999999987 -0.55119499999999988 -0.15121499999999996 0.0068900000000000012 0.079055000000000014 -0.23446499999999998 0.090100000000000013 -0.066689999999999985 0.10994000000000002 -0.41396999999999995 -0.059434999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 25 6 8 -4 10 19 -5 12 -12 -6 17 20 -8 18 22 -1 -13 -22 -9 24 -17 29 -26 -28 -19 -3
right_child=1 2 7 5 13 -7 16 14 -10 -11 11 15 -14 -15 -16 23 -18 28 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0056021844208058117 0.0044913715848322296 -0.020725940253046731 -0.006179005767292938 0.016419756926890943 0.00075197768037055799 -0.013757565161202372 0.00011752639633553431 -0.01662157883233208 0.012224044284770775 -0.011141020113703349 0.0050058563209260205 0.015245273734280692 -0.0076880265240935721 -0.012664174943474788 -0.027906115067782265 0.0075988308814865825 -0.010239942807495074 -0.020481563252025565 -0.024285251388243848 -0.0046896948505576134 -0.0037408189437782469 0.0054909876201915345 -0.0044605395232783056 0.0042691567947733986 0.0015805266407761048 -0.0079595359814493838 -0.0089834129534573526 0.00014629962207790486 -0.02741334153949267 -0.013567530851621884
leaf_weight=38 71 23 26 27 77 26 119 25 85 69 33 20 57 24 54 28 29 96 22 39 36 1200 24 350 230 33 23 39 30 168
leaf_count=38 71 23 26 27 77 26 119 25 85 69 33 20 57 24 54 28 29 96 22 39 36 1200 24 350 230 33 23 39 30 168
internal_value=0 -0.012569 -0.0145811 0.00345545 -0.0100454 0.00399552 0.00419832 -0.0199028 0.00462329 -0.0050599 0.00430705 0.00414483 -0.0030336 -0.00243602 -0.0213244 0.00448027 -0.00191198 -0.0195203 -0.0148855 0.000389414 0.0053817 0.0052221 -0.0106652 0.00279042 0.00117305 -0.0134764 0.000556878 -0.00324053 -0.022132 -0.0144295
internal_weight=0 673 602 2448 325 2302 2276 277 2128 146 2043 2016 90 101 251 1926 148 197 71 77 1256 1236 49 670 320 224 292 62 126 191
internal_count=3121 673 602 2448 325 2302 2276 277 2128 146 2043 2016 90 101 251 1926 148 197 71 77 1256 1236 49 670 320 224 292 62 126 191
is_linear=0
shrinkage=0.00260065


Tree=15
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 47 14 2 123 52 15 3 2 1 1 457 3 123 160 15 47 1456 13 12 39 12 475 15 4 2
split_gain=16267.1 3777.53 1976.51 1172.72 1151.03 655.968 610.754 529.742 498.945 489.63 414.311 538.976 398.299 391.308 354.523 281.418 247.758 221.602 189.451 182.352 202.56 167.432 162.957 290.306 285.684 150.297 150.138 143.828 138.883 136.432
threshold=0.10124500000000002 -0.40967499999999996 0.12408500000000001 0.085885000000000017 0.099515000000000006 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.084025000000000016 0.13389000000000004 0.024640000000000006 -0.12018999999999998 0.10559 0.083345000000000016 0.15170500000000001 0.29113500000000009 -0.14186499999999996 0.11021500000000002 -0.020569999999999995 0.024640000000000006 1.0000000180025095e-35 0.056325000000000007 -0.072819999999999982 -0.088589999999999988 0.092310000000000017 0.10061500000000002 -0.066784999999999983 0.087685000000000013 0.022185000000000003 0.13093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 6 14 10 8 26 19 11 13 25 18 17 21 -12 22 -1 20 -3 -13 23 -4 29 -5 -6 -18 -27 -24
right_child=1 2 5 12 7 -7 -8 -9 -10 -11 16 15 -14 -15 -16 -17 27 -19 -20 -21 -22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.005265713808053735 0.0040293318543534584 -0.013492337468967315 -0.012756809070843544 0.0034683396105661341 0.0052077104071140863 -0.0070733851597998016 0.010360704144522467 -0.010810920799745785 -0.011029691508251463 0.00039873262609116497 0.013039643084277073 0.002775051924613824 -0.0091243161421466819 -0.012665922330990056 -0.02357010210795615 -0.0058502137073286982 0.0057383999914882898 -0.023322151907047523 0.0049816792818734128 -0.0049617268554580495 -0.0075250619387231864 0.0059605314230307032 -0.0043482856235309416 -0.021201043533213074 -0.018009337291878851 0.0012520417586394036 0.00038524515091091532 0.003804917408381642 -0.0069569669357507462 -0.013044356700622674
leaf_weight=20 102 188 41 46 41 37 80 26 21 20 20 707 34 21 49 20 359 23 21 20 39 108 21 53 33 25 346 558 22 20
leaf_count=20 102 188 41 46 41 37 80 26 21 20 20 707 34 21 49 20 359 23 21 20 39 108 21 53 33 25 346 558 22 20
internal_value=0 -0.00948123 -0.011535 -0.00810592 0.00312138 -0.0164125 0.00391583 -0.00038225 0.000282322 -0.0109412 0.0036347 0.00247716 -0.00214516 -0.00430134 -0.0178522 0.00298047 0.00474282 -0.0163854 -1.70491e-05 -0.0118594 -0.0124671 0.00319718 -0.0154357 -0.0175179 -0.0127907 0.000406359 0.000896152 0.00456186 -0.00259047 -0.00859027
internal_weight=0 773 671 394 2348 277 1914 434 408 267 1834 897 127 62 240 835 937 191 41 247 227 815 168 94 74 93 387 917 47 41
internal_count=3121 773 671 394 2348 277 1914 434 408 267 1834 897 127 62 240 835 937 191 41 247 227 815 168 94 74 93 387 917 47 41
is_linear=0
shrinkage=0.00238286


Tree=16
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 2 150 4 0 15 4 1 47 12 4 3 1 47 12 4 4 49 14 47 16
split_gain=22339.2 3774.31 2354.75 1833.1 1756.54 1284.57 794.015 750.234 657.478 606.398 478.423 432.74 426.366 389.09 408.942 363.116 388.141 328.329 300.298 338.33 389.561 282.678 346.21 217.016 195.086 178.499 164.109 163.601 159.502 159.442
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.14753000000000002 0.40473500000000007 0.09253500000000002 0.17025000000000004 1.0000000180025095e-35 0.018150000000000003 -0.11173999999999999 -0.097454999999999986 -0.17966999999999997 0.11669000000000002 0.13011000000000003 0.088105000000000003 -0.52556499999999995 -0.13927999999999999 0.083345000000000016 0.092530000000000015 0.096295000000000019 0.033845000000000007 0.40124500000000002 -0.053364999999999996 -0.42495999999999995 0.090100000000000013 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 12 11 -6 -5 17 23 13 14 -1 -3 24 -4 19 -15 -21 -14 -23 -7 -17 -26 -11 -18 -29 -20
right_child=1 2 10 9 8 7 -8 -9 -10 26 -12 -13 21 18 -16 16 27 -19 29 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0083136666102080047 0.0045213691833674487 -0.0045529416092770503 -0.02187380729638972 0.0013769016357968705 0.0003095839492770362 0.0035435975426833174 0.01269993909492262 -0.01207995701041098 -0.012446998709523085 -0.0080776004807273649 -0.029390876656455879 -0.0087721043412285378 0.0029045048978993057 0.01626461328073199 -0.0046921452614198797 -0.015851191938413983 -0.01233319510774244 -0.010735640631244599 0.0051823964778732251 -0.0047036544762659588 0.0063066776296777614 -0.01241886701822343 0.00095396399098213462 -0.00025776776385258741 -0.0039523373116352829 -0.012512253168222283 -0.016242299400440828 -0.022200545412070571 -0.015476793866665034 0.0029301107689245396
leaf_weight=22 71 20 106 34 84 194 79 30 37 34 49 27 114 21 51 79 20 20 412 21 752 20 32 188 21 59 29 75 32 388
leaf_count=22 71 20 106 34 84 194 79 30 37 34 49 27 114 21 51 79 20 20 412 21 752 20 32 188 21 59 29 75 32 388
internal_value=0 -0.0128655 -0.0149161 0.00353697 -0.0117237 0.00398015 0.00487322 9.05514e-05 -0.00359119 -0.00720464 -0.0227057 0.000983254 0.0045359 0.00491964 -0.000772586 -0.0149395 -0.0156658 -0.0201058 0.00518032 0.00627884 0.00600756 0.000682308 -0.00418943 0.00167277 -0.0130407 -0.0102653 -0.011836 -0.0189525 -0.0201897 0.00409004
internal_weight=0 673 602 2448 427 2351 1912 439 121 97 175 409 1833 1667 73 306 286 126 1594 794 773 166 52 382 159 80 63 127 107 800
internal_count=3121 673 602 2448 427 2351 1912 439 121 97 175 409 1833 1667 73 306 286 126 1594 794 773 166 52 382 159 80 63 127 107 800
is_linear=0
shrinkage=0.0025214


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 2 12 1 12 4 132 150 4 2 14 51 4 1 457 13 0 15 16 1 51 3 4 4 4 0 12 16 16
split_gain=14737.2 1965.63 1832.45 1527.07 1046.53 720.071 661.37 620.169 504.96 411.388 406.376 341.238 324.12 320.89 315.136 298.104 380.963 297.594 281.741 228.885 194.425 186.731 185.307 171.455 170.417 156.241 149.979 146.575 141.956 140.237
threshold=0.10920500000000001 0.051320000000000005 0.14285500000000004 0.085055000000000006 0.10124500000000002 0.095175000000000023 0.40124500000000002 0.082150000000000015 0.09487000000000001 -0.35136499999999998 0.10803500000000001 0.076175000000000007 -0.09193999999999998 0.053180000000000012 0.13265500000000002 0.083190000000000014 -1.0000000180025095e-35 0.14486500000000005 -0.089964999999999976 -0.12029499999999999 0.12765500000000005 0.088785000000000017 -0.14847999999999997 0.27834500000000006 0.033845000000000007 -0.025314999999999994 -0.094654999999999975 0.086305000000000007 0.013515000000000001 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 7 11 20 8 10 -2 12 24 -1 17 -11 16 -6 22 21 -14 -5 26 -7 -16 27 -20 -4 -3 -24 -26
right_child=2 5 18 6 15 13 -8 -9 -10 14 -12 -13 19 -15 23 -17 -18 -19 25 -21 -22 -23 28 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0084476860096465989 -0.0025774944931095207 0.0057228899786444295 -0.015461340981039613 0.0023063275958316032 -0.011429031116994682 0.0070358888749982662 -0.011651041949618947 -0.012234511441439245 -0.010229080176350543 -0.011877743897815013 -0.005418151800427342 0.011337472103252146 0.0074650578409176539 -0.0029788625003058199 -0.011542782550725939 -0.014139136591939954 0.00015368499113389269 -0.0067592789447088429 -0.02113581709737342 0.00012925611069863516 -0.0064141408737981923 -0.011935630348327633 0.0028219987134016872 -0.019987584827389729 0.003100961438118052 -0.031170314759023352 -0.023469971237445528 0.0039665453077434871 -0.000811178181074029 -0.0026981811396667339
leaf_weight=61 23 489 26 86 38 53 40 25 24 168 41 47 35 103 21 44 37 24 21 142 21 25 281 65 117 20 38 875 95 36
leaf_count=61 23 489 26 86 38 53 40 25 24 168 41 47 35 103 21 44 37 24 21 142 21 25 281 65 117 20 38 875 95 36
internal_value=0 0.00259378 -0.0120185 -0.00943097 -0.00230269 0.0036262 -0.00273738 6.53515e-05 0.00108019 -0.0129832 0.00205303 0.00451903 0.00334009 0.00111471 -0.0139254 -0.00882974 -0.00571489 0.00204547 -0.0204577 0.00157984 0.000594834 -0.0178904 0.00253805 -0.0179255 0.00430778 -0.0260307 -0.0202165 0.0045962 0.00190404 0.00173646
internal_weight=0 2567 554 424 447 2120 147 328 303 277 279 1564 238 556 254 119 75 453 130 177 107 89 429 86 1517 41 64 1364 376 153
internal_count=3121 2567 554 424 447 2120 147 328 303 277 279 1564 238 556 254 119 75 453 130 177 107 89 429 86 1517 41 64 1364 376 153
is_linear=0
shrinkage=0.0025694


Tree=18
num_leaves=31
num_cat=0
split_feature=1 2 4 12 12 2 4 42 2 4 1 14 13 11 0 52 42 15 13 1 49 14 1 47 49 4 0 4 2 12
split_gain=15592.2 2108.27 1977.21 1650.63 1449.1 722.412 715.744 609.434 517.147 478.549 398.116 390.164 348.016 327.222 306.181 351.201 277.245 272.844 201.524 198.931 197.319 182.795 180.469 172.442 167.199 151.291 204.602 151.044 149.072 147.66
threshold=0.10752500000000002 0.14285500000000004 0.27834500000000006 0.085055000000000006 -0.029094999999999999 0.089775000000000008 0.27044500000000005 -0.0060199999999999993 0.14960000000000004 -0.033174999999999989 0.13265500000000002 0.076175000000000007 -0.0030199999999999997 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 0.087405000000000024 -0.089964999999999976 -0.117405 0.085345000000000018 -0.012034999999999999 -0.46166999999999997 0.14754500000000001 0.089640000000000011 0.10084500000000002 -0.49405499999999997 -0.030209999999999997 -0.025314999999999994 0.096325000000000008 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 7 11 20 28 13 12 21 19 -2 14 15 -7 -9 22 -16 -6 -5 -11 -3 -22 25 -20 -27 -19 -1 -21
right_child=1 17 -4 6 5 8 -8 16 -10 10 -12 -13 -14 -15 18 -17 -18 27 24 29 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0072093951341391108 -0.011979972658432661 -0.01591564442597156 -0.012200217060791321 -0.0066640082625520659 0.0053646041562162537 -0.0089307219363705496 -0.011647168527586646 -0.011849741504412495 -0.010665672919092936 -0.0061291015073868336 -0.019349594145438586 0.011533205704192813 0.0030107993179304443 0.0067408449773234151 -0.0045208484735597921 0.003605249271409385 -0.0026238311203050663 -0.022199975614167367 0.007900282366872232 -0.00073412182322824167 0.0075020722156317896 -0.013440658024196913 -0.023577499416531051 -6.9805242488447968e-05 -0.00026358403106042184 0.0030874057228459728 -0.0034820595769072429 -0.03229221850952968 -0.0013459208213036811 0.0037867606081666036
leaf_weight=24 23 54 59 20 869 38 44 63 22 28 80 59 20 99 30 26 35 21 41 57 31 151 35 63 130 509 35 20 34 401
leaf_count=24 23 54 59 20 869 38 44 63 22 28 80 59 20 99 30 26 35 21 41 57 31 151 35 63 130 509 35 20 34 401
internal_value=0 -0.0121673 0.00283632 -0.00952616 0.00319521 0.00371747 -0.00264297 -0.00455836 0.00192549 -0.0131273 -0.0144754 0.00491987 -0.00500752 0.00223056 0.00167862 -0.00383798 -0.00855477 -0.0215131 0.00215253 0.00462584 0.000832336 -0.012297 -0.0189287 0.0024273 0.00243254 0.00303167 0.00266474 -0.027123 0.00219421 0.00322412
internal_weight=0 590 2531 460 2472 2316 158 156 930 302 259 1386 43 908 809 64 98 130 745 1327 114 179 89 94 715 585 544 41 58 458
internal_count=3121 590 2531 460 2472 2316 158 156 930 302 259 1386 43 908 809 64 98 130 745 1327 114 179 89 94 715 585 544 41 58 458
is_linear=0
shrinkage=0.00262826


Tree=19
num_leaves=31
num_cat=0
split_feature=1 52 2 52 4 2 47 2 4 11 1 123 133 15 2 43 14 50 15 14 1429 51 16 1 0 4 52 4 1 0
split_gain=16142.5 3472.56 1824.41 1473.69 1377.54 1107.84 694.566 668.715 563.298 550.256 502.709 463.825 385.044 357.583 346.048 535.535 308.834 288.112 267.593 208.037 200.696 302.251 180.451 173.128 172.654 180.483 168.246 145.776 142.41 133.531
threshold=0.10312500000000001 -0.40967499999999996 0.14285500000000004 0.19022000000000003 0.36766000000000004 0.092235000000000025 0.07813500000000001 0.14960000000000004 0.41257000000000005 1.0000000180025095e-35 0.13146500000000003 1.0000000180025095e-35 0.0068000000000000014 0.024640000000000006 -0.0050599999999999994 -1.0000000180025095e-35 -0.46166999999999997 0.041865000000000006 -0.089964999999999976 0.062655000000000016 0.084690000000000015 -0.088494999999999976 -0.42170999999999997 0.08864000000000001 0.18019500000000002 -0.49013999999999996 -0.010034999999999999 -0.0086549999999999978 0.14754500000000001 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 9 10 11 12 14 13 19 -8 16 15 -1 -3 18 28 24 23 -22 -18 -16 25 -7 -13 -5 -4 -27
right_child=1 2 17 27 -6 7 8 -9 -10 -11 -12 26 -14 -15 20 -17 22 -19 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.011962971911514086 0.0044310000206410072 -0.0060798782633361709 -0.017630926948576531 0.0064710627437326506 -0.016797191576343969 0.0062748273099610934 -0.00044126101829486099 -0.012057896682490046 -0.017868343543638567 0.01186892509716847 -0.01928534208548115 -0.011372959347686111 -0.012824108742941933 -0.0023844581038550833 0.0053726586460869467 0.0053593142835330326 -0.011324765351603793 -0.014490304927247129 -0.030369740475589338 0.0097967644276689449 -0.0068309080982158479 0.0037666807143309968 -0.016581810276340071 0.0031536076344125382 -0.0058898678766937957 0.0017907395533824915 -0.0015088354976280976 -0.0018211013893858383 -0.025049124998235583 -0.0030785142974450804
leaf_weight=22 90 35 39 24 23 58 66 26 24 70 93 24 23 23 1063 27 73 30 29 22 25 68 113 308 20 571 23 36 32 41
leaf_count=22 90 35 39 24 23 58 66 26 24 70 93 24 23 23 1063 27 73 30 29 22 25 68 113 308 20 571 23 36 32 41
internal_value=0 -0.0107269 -0.0128585 -0.0106369 0.00327504 0.00347 -0.0122545 0.000938605 -0.00666299 0.0047253 -0.0141295 0.00138381 -0.00364132 -0.0121643 0.0043948 -0.00241804 -0.0131821 -0.0215739 -0.023699 0.00190725 0.00462282 0.000917867 -0.0145186 0.00487414 0.0016557 0.00188095 -0.00654583 0.00149576 -0.0209743 0.00146453
internal_weight=0 730 640 510 2391 2368 450 785 113 1583 337 759 89 244 1513 49 221 130 100 712 1464 93 186 1371 690 670 47 60 71 612
internal_count=3121 730 640 510 2391 2368 450 785 113 1583 337 759 89 244 1513 49 221 130 100 712 1464 93 186 1371 690 670 47 60 71 612
is_linear=0
shrinkage=0.00260619


Tree=20
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 4 15 52 2 0 4 14 2 2 2 457 4 50 1 49 14 15 51 1 3 4
split_gain=24356.4 2950.76 2781.64 2457.43 1609.85 1102.95 1026.77 827.588 658.256 594.502 505.994 498.044 634.911 525.451 486.997 471.171 454.64 399.293 354.334 311.277 292.908 287.554 273.102 242.129 233.634 208.525 198.68 223.254 190.748 239.47
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.27044500000000005 0.091625000000000012 -0.17966999999999997 -1.0000000180025095e-35 -0.062539999999999984 -0.12255999999999999 0.08257500000000001 0.10444500000000002 -0.074479999999999977 0.0067750000000000006 0.076175000000000007 0.10774000000000002 0.098035000000000011 0.12844500000000003 0.045365000000000009 -0.031404999999999995 0.041865000000000006 0.12873500000000002 -0.012034999999999999 -0.46166999999999997 -0.081924999999999984 -0.065634999999999985 0.11323000000000001 -0.13309499999999996 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 10 23 15 -6 22 -10 -1 12 13 19 18 -4 -11 20 28 -9 -12 25 -2 -5 -18 -3 -26 -28 -8 -30
right_child=1 21 6 5 7 -7 14 11 9 16 17 -13 -14 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.016791798333659454 -0.020868712258411266 -0.032262608077867454 0.0073041372015486689 -0.0094237044361570061 0.0063754456718976603 -0.018250276014848018 0.0098143001133403386 0.00083028754611221716 -0.0011844605047560291 -0.0066711604281603437 0.0099231638983499088 0.0028757983721843234 -0.022241626918330162 -0.01949831527224714 -0.0015112007484338482 0.017824910563803288 -0.012870523804978638 -0.0057505843216034457 -0.0089672061952204962 -0.012102442515224063 -0.00029084341570606288 -0.023488456346433231 -0.032077332912591502 0.0029435702950857852 -0.032220597475047616 -0.043175598980573736 -0.015078874229108965 -0.024637465184189973 -0.0038541936535245007 0.0047551263256112941
leaf_weight=26 39 76 1232 20 31 44 71 47 22 27 59 22 57 35 187 46 30 54 20 33 58 30 54 94 20 24 40 70 36 517
leaf_count=26 39 76 1232 20 31 44 71 47 22 27 59 22 57 35 187 46 30 54 20 33 58 30 54 94 20 24 40 70 36 517
internal_value=0 -0.0186748 0.00435328 -0.0148377 -0.00321093 -0.00452399 0.00586684 -0.00910962 -0.0202336 -0.017055 0.00352616 -0.011584 -0.0134336 -0.00906781 0.00307404 0.00768282 -0.0189221 0.00150916 0.00440547 -0.00450446 0.00485981 -0.0322525 -0.0273769 0.000773873 -0.0209894 -0.0348817 -0.022863 -0.0211616 0.00483408 0.00419466
internal_weight=0 590 2531 460 422 158 2109 225 302 209 197 194 172 115 831 1278 187 171 644 80 117 130 93 114 160 100 130 110 624 553
internal_count=3121 590 2531 460 422 158 2109 225 302 209 197 194 172 115 831 1278 187 171 644 80 117 130 93 114 160 100 130 110 624 553
is_linear=0
shrinkage=0.00322758


Tree=21
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 4 2 1 1 4 2 2 2 1 50 1 1 52 4 52 2 13 475 52 49
split_gain=45238.7 7148.42 3630.9 3453.79 2463.37 2293.37 1507.39 1344.18 1178.59 1137.3 1024.69 1199.42 657.626 657.031 627.67 490.523 447.666 432.144 416.695 409.945 378.913 325.12 305.556 250.324 246 237.466 191.507 190.686 213.611 186.234
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.09253500000000002 -0.17966999999999997 1.0000000180025095e-35 0.089770000000000016 0.12337000000000002 0.27287000000000006 0.090425000000000019 -1.0000000180025095e-35 0.087675000000000017 0.13288500000000003 0.041865000000000006 0.12000500000000001 0.13075500000000004 -0.55692499999999978 -0.51843499999999987 -0.53060999999999992 0.31358000000000003 -1.0000000180025095e-35 -0.066784999999999983 0.039215000000000007 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 12 14 -4 -8 -12 17 24 22 16 -14 -1 26 25 -3 -5 -7 -19 -2 -6 -13 -24 -29 -11
right_child=1 4 9 21 19 8 10 -9 -10 29 11 18 15 -15 -16 -17 -18 23 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.097256322725579644 0.096830501438089217 0.068153006696164031 0.090759402035417464 0.073201160296194459 0.055864615663945391 0.097893218360970286 0.089058631963190166 0.10581911159376134 0.077331618033995395 0.077170785143913567 0.085150964496744405 0.067726566617750367 0.083839530973865331 0.078982538143101813 0.078626656168869852 0.081858776724240259 0.094066254322942341 0.10310453953379156 0.059352188443727534 0.06434854592640786 0.057731206914165903 0.062612268583882219 0.096041667181622326 0.094373436145365183 0.089551992520523593 0.046836236749110111 0.07305090228012022 0.088429081411752319 0.092391800525695761 0.068783300820780657
leaf_weight=810 44 30 34 60 61 42 20 76 41 34 30 93 28 27 23 25 263 20 25 26 66 24 39 662 73 24 70 166 156 29
leaf_count=810 44 30 34 60 61 42 20 76 41 34 30 93 28 27 23 25 263 20 25 26 66 24 39 662 73 24 70 166 156 29
internal_value=0 0.0714955 0.0940047 0.0825664 0.0658233 0.0946062 0.0691212 0.0958018 0.0897827 0.0794262 0.0724018 0.0708737 0.0953807 0.0897942 0.090981 0.0921943 0.0930822 0.0960556 0.0685954 0.0558998 0.060988 0.0701758 0.0916861 0.0946295 0.0922892 0.0533154 0.0700131 0.0909639 0.0903489 0.0733099
internal_weight=0 673 2448 228 445 2351 334 1884 467 97 238 218 1808 144 426 316 291 1492 188 111 96 84 403 682 117 85 163 361 322 63
internal_count=3121 673 2448 228 445 2351 334 1884 467 97 238 218 1808 144 426 316 291 1492 188 111 96 84 403 682 117 85 163 361 322 63
is_linear=0
shrinkage=0.00243148


Tree=22
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 2 4 42 47 2 11 43 3 2 457 1 3 13 1 42 1 1 0 14 52 14 0 4 0 1
split_gain=18345.5 2287.62 2096.03 1872.24 1656.97 810.982 698.633 641.582 552.123 514.998 473.312 355.938 468.825 364.834 311.502 293.96 286.084 330.905 265.426 265.06 263.165 262.432 243.177 199.447 169.222 175.174 153.775 150.749 150.004 149.447
threshold=0.10752500000000002 0.13604000000000002 0.27834500000000006 0.085055000000000006 -0.029094999999999999 0.091265000000000013 0.40124500000000002 -0.0060199999999999993 0.13495000000000004 0.13754500000000003 1.0000000180025095e-35 -0.025214999999999998 0.30112000000000005 0.11177500000000001 0.080930000000000016 0.084525000000000003 -0.12018999999999998 0.15641500000000003 1.0000000180025095e-35 0.087405000000000024 0.087135000000000004 0.16540500000000002 -0.23001499999999997 -1.0000000180025095e-35 -0.077024999999999996 -0.087574999999999986 -0.046359999999999991 0.0037800000000000004 -0.23194499999999998 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 10 -5 -1 21 14 16 -2 13 -13 18 -16 17 -6 26 -9 28 24 -22 -15 -3 -26 27 -7 -18 -20
right_child=1 8 -4 6 5 9 -8 19 -10 -11 -12 12 -14 23 15 -17 20 -19 29 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.018839018435938788 2.4888668947882716e-05 -0.01060430231277102 0.0047906249404676424 0.017850490940614576 0.0074474015043890186 0.02019743324642944 0.0049167912512191603 0.0050213879516224523 0.0080743831406473315 0.0093576031750258262 0.028377575775539843 0.017792771979268693 -0.00056241378597640169 0.011878444664184942 0.019083018186640176 0.0055990239643314722 0.029135209131918912 0.022106974774360903 0.026703297636628515 0.013768215141479948 0.011296452193869365 -0.013457911737280523 0.02040994820186889 0.0031874749752099948 0.0041155639910395395 -0.004197983399952027 0.014677506953879262 0.017382088039711377 0.022250941543468482 0.020964841936237419
leaf_weight=58 119 21 59 110 20 323 36 63 23 37 68 24 48 27 21 21 21 20 40 35 20 22 386 47 20 93 56 200 971 112
leaf_count=58 119 21 59 110 20 323 36 63 23 37 68 24 48 27 21 21 21 20 40 35 20 22 386 47 20 93 56 200 971 112
internal_value=0 0.00402191 0.019802 0.00733353 0.0201603 0.0207018 0.0146614 0.0121211 -0.00358187 0.0186455 0.0218077 0.00329631 0.00596274 0.00915873 0.0190901 0.012341 0.0214971 0.0147772 0.0194779 0.00814525 0.0216893 -0.00530042 0.019961 0.0063585 -0.00396113 -0.00272656 0.0186911 0.0191208 0.0223967 0.022475
internal_weight=0 590 2531 411 2472 2316 146 156 179 810 1506 265 146 98 773 42 1438 40 731 98 1398 156 406 74 134 113 579 523 992 152
internal_count=3121 590 2531 411 2472 2316 146 156 179 810 1506 265 146 98 773 42 1438 40 731 98 1398 156 406 74 134 113 579 523 992 152
is_linear=0
shrinkage=0.00254841


Tree=23
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 150 1 1 2 2 2 1 1 1 1 1 1 0 4 50 49 15 15
split_gain=37523.4 5985.2 3066.4 2814.28 2073.18 1915.42 1326.51 1152.31 1030.29 983.441 922.736 634.289 623.18 595.617 546.255 453.286 412.999 377.16 361.078 325.093 272.224 266.164 261.92 255.432 242.388 230.71 227 193.353 187.756 181.436
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.10613000000000002 -0.15289999999999995 1.0000000180025095e-35 0.089770000000000016 0.12337000000000002 0.090425000000000019 -1.0000000180025095e-35 0.089125000000000024 0.16175000000000003 0.12000500000000001 0.13075500000000004 0.076935000000000017 0.13288500000000003 0.12958500000000003 -0.030209999999999997 -0.013125 0.041865000000000006 -0.053364999999999996 -0.090344999999999995 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 19 13 12 -4 23 -12 21 17 25 16 -15 29 26 -3 -5 24 -13 -8 -7 -2 28 -11 -6 -1
right_child=1 4 9 20 18 8 10 -9 -10 27 11 22 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.098571952889699777 0.091231535482998935 0.066787884359296626 0.087177132071645985 0.071563323262907624 0.058300765756464486 0.08768059159445464 0.083417496736916952 0.10068446419144747 0.074788070119550798 0.075127073782561893 0.080908279158067836 0.067875843532921212 0.076429322112605003 0.080371620652750386 0.076545836415193511 0.078497872381151246 0.09000080452340492 0.090166956497670772 0.046971399233749406 0.057324815175552608 0.062065008192490841 0.091617857838882988 0.059037391935639977 0.072682413668547913 0.080437859896182878 0.084426877401890352 0.064051548978279194 0.066749220570178125 0.049523522945385597 0.092520357448736212
leaf_weight=29 69 30 34 60 45 277 34 76 41 34 20 142 28 28 27 25 263 506 21 66 24 92 22 20 29 48 25 29 20 957
leaf_count=29 69 30 34 60 45 277 34 76 41 34 20 142 28 28 27 25 263 506 21 66 24 92 22 20 29 48 25 29 20 957
internal_value=0 0.0698834 0.0899794 0.0798139 0.0647954 0.0905213 0.0677613 0.0915924 0.0862 0.0768461 0.0707782 0.0682356 0.0872983 0.0912102 0.0862097 0.0882375 0.0890743 0.0918398 0.0558711 0.060282 0.0688495 0.088063 0.0666902 0.0794415 0.0869942 0.0884399 0.0579477 0.0712706 0.0556001 0.0926983
internal_weight=0 673 2448 228 445 2351 334 1884 467 97 238 184 426 1808 144 316 291 1492 111 96 84 398 164 54 306 117 90 63 65 986
internal_count=3121 673 2448 228 445 2351 334 1884 467 97 238 184 426 1808 144 316 291 1492 111 96 84 398 164 54 306 117 90 63 65 986
is_linear=0
shrinkage=0.00238356


Tree=24
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 2 1 4 2 150 14 0 1 4 4 3 12 4 3 3 1 0 47 3 1 4 12
split_gain=22000.1 3631.54 2332.47 1828.56 1318.05 1153.01 757.414 718.754 675.055 644.34 484.516 441.974 398.293 396.257 773.679 499.713 357.403 350.217 338.596 271.629 286.276 308.522 235.891 214.681 180.208 173.51 148.951 145.533 145.07 134.781
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14753000000000002 0.09253500000000002 0.40473500000000007 0.17025000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.40945500000000007 0.0067750000000000006 0.30112000000000005 0.08815000000000002 -0.51843499999999987 -0.12711499999999995 0.0068900000000000012 0.076935000000000017 -0.030209999999999997 0.090100000000000013 -0.016324999999999996 0.15618500000000002 -0.036839999999999991 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 25 7 -4 13 12 -5 -6 16 23 -1 15 -15 18 19 22 20 -16 -22 -8 24 29 -3 -18 -13 -2 -7
right_child=1 2 6 9 10 8 11 -9 -10 -11 -12 27 -14 14 17 -17 26 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.047243581121538654 0.037447821843327386 0.01481352946244361 0.022698374994208622 0.032349725955193469 0.031556378707519372 0.034800551797924364 0.012484481953987592 0.044028138141541655 0.018517837205510354 0.017622132967482617 0.018487967105593021 0.0044875833413506464 0.02193951159229901 0.034295909013183988 0.047199198448592446 0.023479079648557905 0.010859834267846263 0.030932624620111329 0.0053909504635802014 0.034989833619850988 0.026933099566247377 0.037292049352755437 0.024844389841940744 0.03623532678465799 0.025761294529406502 0.021583874457841011 0.0044475446539748564 -0.0044889168741871453 0.029293049211443427 0.03084768560326789
leaf_weight=21 50 191 26 34 71 99 24 76 30 63 30 29 28 63 21 64 39 102 22 766 22 749 22 92 36 33 87 25 24 182
leaf_count=21 50 191 26 34 71 99 24 76 30 63 30 29 28 63 21 64 39 102 22 766 22 749 22 92 36 33 87 25 24 182
internal_value=0 0.0167839 0.0145578 0.0343852 0.0194978 0.0348638 0.00869836 0.0358144 0.0310288 0.0227844 0.0276747 0.00723061 0.0318876 0.0354691 0.0353308 0.0288449 0.0091509 0.035827 0.0141883 0.0361474 0.037267 0.0369965 0.0183957 0.0325687 0.0315045 0.0158109 0.0064323 0.000331796 0.034803 0.0322403
internal_weight=0 673 599 2448 325 2351 274 1884 467 97 101 248 437 1808 1787 127 194 1660 68 1558 792 771 46 409 317 224 126 54 74 281
internal_count=3121 673 599 2448 325 2351 274 1884 467 97 101 248 437 1808 1787 127 194 1660 68 1558 792 771 46 409 317 224 126 54 74 281
is_linear=0
shrinkage=0.00272645


Tree=25
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 42 2 2 4 2 14 16 0 1 43 4 1 52 40 156 475 52 15 0 0 52 0 4 15
split_gain=17688.2 2951.82 1478.93 1310.95 1216.12 957.263 835.243 798.28 659.512 789.63 597.005 561.989 405.463 370.777 466.933 235.574 233.117 231.352 225.153 213.44 205.884 213.158 218.508 205.443 192.92 183.807 183.625 182.976 411.151 398.624
threshold=0.10508500000000001 -0.063814999999999997 -0.080389999999999989 0.27834500000000006 0.14285500000000004 0.09580000000000001 -0.0060199999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.14753000000000002 0.062655000000000016 -0.5315899999999999 -0.10474999999999998 0.085345000000000018 -0.080324999999999994 0.0067750000000000006 0.11654500000000001 -0.52606999999999993 -0.078554999999999986 1.0000000180025095e-35 -0.079029999999999975 0.039215000000000007 -0.069954999999999989 -0.15202999999999997 -0.059114999999999994 -0.020999999999999994 -0.075359999999999996 -0.49013999999999996 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 18 7 11 -1 19 -9 -10 12 13 -7 14 24 -8 27 -11 -2 -3 21 -14 -23 25 -4 -6 -20 -15 -29 -30
right_child=1 4 5 -5 23 10 15 8 9 17 -12 -13 20 16 -16 -17 -18 -19 26 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.03588321317669689 0.038334548702280112 0.014173503583029903 0.044308338700969147 0.017834428931448109 0.010567672968660281 0.020230601822265618 0.021628448468424436 0.031799705267866081 0.035461143463711688 0.01844083802685902 0.019761516208029288 0.045301118125952257 0.040617755934487444 0.037889034861584937 0.025640875789379017 0.0092243987529642742 0.032168570519853251 0.011703315885965312 0.025674258194406829 0.0052515252670636637 0.037887031791409641 0.030288547642694664 0.034627884096301104 -0.0030141883333683313 0.033898782896992372 0.0018238792624997043 0.034089501154393666 0.042293718939260101 0.024044431948143038 0.035175617960645972
leaf_weight=35 45 45 22 83 58 20 43 34 20 113 30 72 31 1267 58 20 78 76 43 51 96 203 211 21 57 34 50 50 38 117
leaf_count=35 45 45 22 83 58 20 43 34 20 113 30 72 31 1267 58 20 78 76 43 51 96 203 211 21 57 34 50 50 38 117
internal_value=0 0.0182686 0.0355529 0.0272117 0.0138959 0.0360269 0.024188 0.0167236 0.0196036 0.0176196 0.0327391 0.0371315 0.0334331 0.0367828 0.0320743 0.0176907 0.037199 0.0157316 0.0328516 0.0094337 0.0339212 0.0330656 0.0325001 0.00541273 0.0367976 0.00733627 0.0301986 0.0374656 0.0348484 0.0324467
internal_weight=0 673 2448 221 452 2350 98 339 243 209 591 1759 561 1687 137 63 1550 189 138 96 541 445 414 113 79 92 93 1472 205 155
internal_count=3121 673 2448 221 452 2350 98 339 243 209 591 1759 561 1687 137 63 1550 189 138 96 541 445 414 113 79 92 93 1472 205 155
is_linear=0
shrinkage=0.00298592


Tree=26
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 4 2 42 2 159 15 11 457 2 14 4 3 14 0 0 16 52 4 3 40 43 52 12 4 15
split_gain=14327.4 2433.49 1587.27 1197.93 880.374 817.841 800.18 676.547 643.201 564.471 499.072 394.293 376.105 336.749 320.198 281.92 339.846 269.599 261.072 268.848 448.453 431.203 253.425 242.547 191.939 190.815 182.865 170.13 164.789 129.054
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.080389999999999989 0.10045500000000002 0.40124500000000002 0.14122000000000004 -0.0060199999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.024640000000000006 1.0000000180025095e-35 0.29113500000000009 0.17025000000000004 -1.0000000180025095e-35 0.42051500000000003 0.30112000000000005 0.08104500000000002 -0.13027499999999997 -0.076899999999999982 0.083160000000000026 0.016565000000000003 -0.49013999999999996 -0.020429999999999997 -1.0000000180025095e-35 -0.080324999999999994 -0.080979999999999983 0.08815000000000002 0.024790000000000003 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 8 6 10 -1 23 -4 12 27 14 15 -5 16 24 18 26 28 21 -21 -22 -3 -11 -9 -16 -12 -20 -6
right_child=1 2 9 5 29 -7 -8 25 -10 13 11 -13 -14 -15 17 -17 -18 -19 19 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.027980170392946868 0.028569255054928737 0.021884949908300286 0.019479787782213834 0.036646198012910226 0.015860008497869137 0.013374589829554277 0.016922957066843228 0.016864924088621003 0.026869101288966121 0.01083709435346039 0.030544789913032569 0.035842598920837618 0.016441332613822478 0.0010935963831722874 0.015877107717618751 0.0056897028686230438 0.0049341408486651512 0.036701646856150488 0.028931155354473419 0.01351427592222088 0.030350472434134475 0.02564995300198545 0.02501291459838333 0.010329627179516897 0.020504206217495831 0.0071927851168494018 0.02502993182661007 0.028417451997331457 0.025865110819801061 0.01155573766218277
leaf_weight=35 71 20 26 25 73 25 41 43 72 27 437 66 21 54 21 112 30 20 581 36 101 43 145 31 28 20 48 593 147 129
leaf_count=35 71 20 26 25 73 25 41 43 72 27 437 66 21 54 21 112 30 20 581 36 101 43 145 31 28 20 48 593 147 129
internal_value=0 0.014245 0.0125556 0.0277226 0.0164337 0.0280922 0.0282504 0.0188607 0.0218902 0.00800548 0.0284538 0.0297128 0.0272923 0.00681691 0.0274875 0.00838574 0.0119382 0.027287 0.0271192 0.0274387 0.0254823 0.0201198 0.0272044 0.0148611 0.0157585 0.0137944 0.0222443 0.02932 0.0283121 0.0131112
internal_weight=0 673 602 2448 325 2350 2325 98 123 277 2284 1096 1188 251 1167 197 85 1142 1122 1053 325 79 246 51 55 63 69 1030 728 202
internal_count=3121 673 602 2448 325 2350 2325 98 123 277 2284 1096 1188 251 1167 197 85 1142 1122 1053 325 79 246 51 55 63 69 1030 728 202
is_linear=0
shrinkage=0.00258699


Tree=27
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 3 12 43 2 150 4 43 4 2 2 14 4 52 0 1 150 13 4 3 160 15 15 4 0 15
split_gain=20165.5 2393.53 2302.22 1318.74 1264.8 1127.92 925.662 898.722 679.517 606.769 594.393 571.814 505.83 502.038 410.286 407.635 399.658 384.901 280.365 263.789 223.537 386.135 199.89 239.696 215.658 191.601 184.366 184.011 166.965 166.259
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.10124500000000002 0.12043500000000001 0.31534000000000006 0.092550000000000007 -0.025214999999999998 0.11362000000000001 0.09487000000000001 0.27834500000000006 -0.066504999999999995 -0.029144999999999997 0.11177500000000001 0.087470000000000006 0.076175000000000007 0.053180000000000012 0.048770000000000008 0.14486500000000005 0.12205500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.50690499999999983 -0.10217499999999997 -0.037174999999999993 -0.15026499999999995 -0.42198999999999992 -0.49405499999999997 -0.081894999999999982 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 10 7 15 19 9 11 -2 14 -9 -14 -1 22 18 -7 -8 28 21 -5 -4 24 -24 -13 -15 -27 -3 -29
right_child=1 5 6 20 -6 17 16 12 -10 -11 -12 25 13 26 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.010414925833478203 0.025900524151162813 0.0039149413473629309 0.037127687356637309 0.0086793533387505457 0.0074626880613876973 -0.0056190649177700032 0.027567851717735504 0.025227782767098566 0.01264668124408962 0.012909768016881864 0.012937003201786212 0.036181876394436756 0.020464680479989127 0.014757736858616921 0.024479056725178534 0.037647263558824036 0.022010727801117576 0.005626780042643934 0.018693186392773238 0.0018540871586218205 0.0090262864670846467 0.02380356719918416 0.017833999699293612 0.029864506329774606 0.027750458219086928 0.032522979072086136 0.0063731088599066838 0.025110517561520565 0.012127202367099093 0.032795033935717685
leaf_weight=21 99 30 25 21 54 57 594 23 31 24 33 23 34 25 47 47 125 34 26 91 46 27 21 1214 57 48 69 110 41 24
leaf_count=21 99 30 25 21 54 57 594 23 31 24 33 23 34 25 47 47 125 34 26 91 46 27 21 1214 57 48 69 110 41 24
internal_value=0 0.0103952 0.0275685 0.0219285 0.0182476 0.00678004 0.0286971 0.0091633 0.0244318 0.0256619 0.0226596 0.026783 0.0138061 0.0117538 0.0201357 0.0299922 0.0263257 -0.00141732 0.0271957 0.00483571 0.0131933 0.0171867 0.0297191 0.0295757 0.0250806 0.0289879 0.00860306 0.0280788 0.00865723 0.0264868
internal_weight=0 590 2531 422 186 404 2109 313 328 297 132 273 151 128 68 1364 745 91 620 162 94 48 1317 1292 78 205 94 182 71 134
internal_count=3121 590 2531 422 186 404 2109 313 328 297 132 273 151 128 68 1364 745 91 620 162 94 48 1317 1292 78 205 94 182 71 134
is_linear=0
shrinkage=0.00264529


Tree=28
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 150 4 1 2 2 12 4 3 11 47 14 15 2 4 0 12 15 10
split_gain=29833.9 4759.7 3051.44 2369.28 1778.71 1483.24 997.13 852.182 845.377 715.559 626.473 584.451 503.553 489.576 450.371 376.369 344.495 330.351 334.125 228.546 205.064 184.877 176.805 176.45 166.676 155.011 154.224 135.901 135.723 132.838
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.14285500000000004 0.11474000000000002 0.14753000000000002 1.0000000180025095e-35 0.27834500000000006 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.090900000000000009 1.0000000180025095e-35 0.090100000000000013 -0.41790499999999997 -0.41942499999999994 0.087675000000000017 -0.0070899999999999991 -0.14920999999999998 0.094835000000000017 0.079055000000000014 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 11 14 -5 12 25 13 20 -4 17 16 -16 18 -1 24 27 26 -15 -13 -20 -6 -3 -7 -19 -25
right_child=1 2 6 8 10 9 -8 -9 -10 -11 -12 23 -14 22 15 -17 -18 28 19 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.039127868585867413 0.027001969321071635 0.0091115810541568427 0.0071035053993438154 0.023597956014684143 0.028594497895289644 0.025586682364407198 0.010725396834963704 0.036485953252436691 0.0078045699487433997 0.012132277185746091 0.0073680742998335057 -0.004293257070076037 0.013105775528098648 0.0027844107213391765 0.015965030415615106 0.01510950484640995 0.02644469141997113 0.024020621349338415 0.029602688310311966 0.022485383676633469 0.029484801897243968 0.011504395708325009 -0.0051630155066577669 -0.0075438697560465074 0.027454944025306353 0.020315768181452323 0.0035659875229756967 0.022338381919418001 0.027365520395542242 -0.01565447330297437
leaf_weight=21 71 44 40 37 21 159 37 76 60 39 24 32 28 24 23 25 268 144 732 39 49 33 89 25 366 56 147 192 190 30
leaf_count=21 71 44 40 37 21 159 37 76 60 39 24 32 28 24 23 25 268 144 732 39 49 33 89 25 366 56 147 192 190 30
internal_value=0 0.00687902 0.00450571 0.0264147 0.00990694 0.026934 -0.00183147 0.0279617 0.0138289 0.0227883 0.0189604 -0.00376732 0.0237593 -0.000709427 0.0276033 0.0247852 0.0256164 0.0282002 0.0288569 0.0286672 0.024505 0.0058248 -0.00347507 -0.009145 0.0288868 0.0225736 0.00484351 0.0238098 0.0259234 -0.0119678
internal_weight=0 673 602 2448 325 2351 277 1884 97 467 101 240 428 153 1808 316 291 1492 1158 1137 400 224 113 87 1098 77 191 351 334 55
internal_count=3121 673 602 2448 325 2351 277 1884 97 467 101 240 428 153 1808 316 291 1492 1158 1137 400 224 113 87 1098 77 191 351 334 55
is_linear=0
shrinkage=0.00259861


Tree=29
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 15 47 4 15 47 2 4 14 4 1 12 13 1 160 4 4 48 2 0 123 12 16 3 16
split_gain=15249.5 1912.35 1801.17 1470.69 995.15 714.315 636.511 620.325 586.527 339.806 335.367 318.819 302.189 294.57 237.434 227.536 213.955 206.539 194.13 196.805 298.127 183.005 124.35 122.797 164.801 122.693 121.12 118.803 116.945 124.918
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.024640000000000006 0.13082500000000002 0.40124500000000002 -0.12255999999999999 0.081320000000000017 0.10060500000000001 0.0016150000000000003 0.076175000000000007 -0.17966999999999997 0.16540500000000002 0.12757000000000002 -1.0000000180025095e-35 0.10089500000000001 -0.011159999999999998 0.0067750000000000006 0.024790000000000003 0.095930000000000015 0.087675000000000017 -0.13027499999999997 0.09394000000000001 0.093105000000000007 -0.078844999999999985 -0.13927999999999999 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 9 13 10 15 26 -1 18 14 16 23 -11 22 28 -2 19 -6 -21 -19 25 -4 -25 -3 -5 -12 -7 -30
right_child=1 7 5 8 6 12 -8 -9 -10 11 27 -13 -14 -15 -16 -17 -18 21 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.045808767526115728 0.010473977603247159 0.0066463631561200073 0.038032006436225958 0.039945077556527944 0.011495289356602883 0.039366086607924296 0.041403924493923633 0.020133583830090288 0.014996104272826103 0.041993272637175866 0.023222066124805908 0.023377479625185923 0.02942169049292051 0.046619744864298721 0.031183932764002005 -0.009151929488107521 0.025063394241796533 0.026873510454094158 0.013572948156131078 0.029671600555640307 0.01309070115258139 0.014579377155842326 -0.0047888190861447777 0.025824838730251862 0.0361167566164163 -0.0022656755270956475 0.030144470413599713 0.03568133429543556 0.036384789067819376 0.032851846369566541
leaf_weight=26 156 101 788 21 20 70 21 29 36 40 20 46 213 46 85 22 31 21 75 47 21 71 21 22 390 26 86 21 232 317
leaf_count=26 156 101 788 21 20 70 21 29 36 40 20 46 213 46 85 22 31 21 75 47 21 71 21 22 390 26 86 21 232 317
internal_value=0 0.0137269 0.0343815 0.018426 0.0274818 0.035762 0.0222248 0.00449418 0.0277701 0.0334861 0.0202505 0.0316125 0.0332036 0.037534 0.0346429 0.00182628 0.0344429 0.013038 0.0178978 0.0215838 0.024551 0.0173856 0.00345818 0.0371858 0.0355672 0.00482185 0.032068 0.0296036 0.0349127 0.0343448
internal_weight=0 590 2531 391 422 2109 225 199 143 197 204 171 863 1246 125 170 650 248 163 88 68 92 148 1200 412 127 107 41 619 549
internal_count=3121 590 2531 391 422 2109 225 199 143 197 204 171 863 1246 125 170 650 248 163 88 68 92 148 1200 412 127 107 41 619 549
is_linear=0
shrinkage=0.00365857


Tree=30
num_leaves=31
num_cat=0
split_feature=1 12 2 12 1 15 12 4 3 4 15 47 2 4 14 4 50 4 3 0 2 15 14 49 47 3 12 47 1 43
split_gain=12369.3 1661.17 1495.88 1249.56 871.658 742.654 579.08 530.841 456.629 360.909 379.153 326.232 319.23 316.49 266.686 250.717 239.447 223.064 430.589 222.355 211.432 183.908 181.689 165.521 157.357 140.709 122.496 118.328 114.99 112.709
threshold=0.10920500000000001 0.051320000000000005 0.14285500000000004 0.085055000000000006 0.092845000000000025 0.035560000000000008 0.095175000000000023 0.27044500000000005 -0.11171999999999999 -0.16363499999999997 -0.018314999999999994 0.077555000000000013 -1.0000000180025095e-35 -0.04890499999999999 0.076175000000000007 0.053180000000000012 0.041865000000000006 -0.062539999999999984 0.092670000000000016 0.14486500000000005 0.10981000000000002 -0.089964999999999976 -0.46166999999999997 -0.012034999999999999 0.084635000000000016 -0.14847999999999997 0.086700000000000013 0.089640000000000011 0.12873500000000002 -0.078654999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 8 9 14 23 -1 -6 24 17 28 -14 26 19 21 -10 -19 25 -15 -4 -22 -5 -11 -8 -3 -25 -2 -24
right_child=2 6 16 7 5 -7 15 -9 11 10 -12 -13 13 20 -16 -17 -18 18 -20 -21 22 -23 29 27 -26 -27 -28 -29 -30 -31
leaf_value=0.010720997215581868 0.0071975183101309903 0.024673921651354992 0.00096634770656332228 0.013322332268454164 0.022251313827448709 0.02728072503741193 0.026088315273793863 0.0089959598988456832 0.025088242540846389 0.010458564410161363 -0.00029555164978924814 0.029657745991085237 0.019357816576034158 0.015043058492476473 0.030090667221261466 0.017100870989992998 0.007154448122435147 0.021081217847884897 0.0082610903412551097 0.013858654766428053 0.013018228405377304 -0.0068884231259727638 -0.00011930512426355413 0.026399707888271191 0.017162603137841518 0.021514076704325175 0.023140522879397576 0.019687096044680857 0.0010273481894313601 0.0067516145622878521
leaf_weight=27 34 587 71 20 20 24 53 41 57 110 20 34 20 27 47 103 30 102 22 24 28 29 20 26 31 376 930 60 54 94
leaf_count=27 34 587 71 20 20 24 53 41 57 110 20 34 20 27 47 103 30 102 22 24 28 29 20 26 31 376 930 60 54 94
internal_value=0 0.0221351 0.00844164 0.010833 0.0175307 0.0135431 0.0231059 0.0170265 0.0209086 0.0117215 0.0104135 0.022188 0.00754616 0.0094714 0.0239249 0.0208021 0.000642153 0.0207849 0.0188067 0.0216437 0.00830141 -0.00131154 0.00701955 0.0201327 0.0119325 0.0220792 0.0237339 0.0217165 0.00341128 0.00554619
internal_weight=0 2567 554 424 447 205 2120 147 242 181 161 215 277 189 1564 556 130 181 124 453 169 100 142 106 141 429 1517 86 88 114
internal_count=3121 2567 554 424 447 205 2120 147 242 181 161 215 277 189 1564 556 130 181 124 453 169 100 142 106 141 429 1517 86 88 114
is_linear=0
shrinkage=0.00262822


Tree=31
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 42 2 4 2 11 124 1 3 11 457 1 0 52 1 1 40 124 52 15 43 0 50
split_gain=18633.9 3066.18 1545.24 1358.99 1180.15 1090.87 808.408 789.945 643.447 632.663 741.178 516.559 441.496 290.858 269.546 268.336 240.815 241.564 227.589 216.419 207.507 198.61 198.196 197.566 183.525 172.736 160.457 150.147 136.446 127.367
threshold=0.10508500000000001 -0.063814999999999997 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.091265000000000013 -1.0000000180025095e-35 -0.0060199999999999993 1.0000000180025095e-35 -0.17966999999999997 0.13754500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.11654500000000001 -0.12018999999999998 1.0000000180025095e-35 0.080930000000000016 0.087135000000000004 -0.23001499999999997 -0.52606999999999993 0.16175000000000003 0.084525000000000003 -0.078554999999999986 -0.086724999999999983 -0.020999999999999994 -0.090344999999999995 -0.00045499999999999995 -0.23194499999999998 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 20 7 6 12 23 -1 -9 -11 16 15 24 -12 -4 17 -8 28 -20 -2 26 -19 -3 -10 -22 -6 -5 -17 -14
right_child=1 4 5 27 21 -7 11 9 13 10 14 -13 29 -15 -16 18 -18 22 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.029275165854422268 0.033067720040091536 0.0089720977063370601 0.02484649858733573 0.008323522546509159 0.005283139035098498 0.012386150112002895 0.029524740579018088 0.026196738784213677 0.01719781379854991 0.029539967775272076 0.01360604385129054 0.018393382201366576 0.037142584283901388 0.024657673506726003 0.0064487726276258282 0.040823759953853782 0.034599795232040799 0.028618712851153087 0.021354723832556207 0.031276544712321115 0.0210621272914167 -0.0074991773983544719 0.015536143149761714 0.00052425323529555249 0.0069459717500596589 0.029094789034892335 -0.0029274248116049899 0.016298742953738878 0.033252595875009477 0.045558410885100639
leaf_weight=56 45 45 39 36 61 26 630 34 38 20 113 37 44 27 76 21 76 20 20 374 43 21 20 51 25 50 31 47 971 24
leaf_count=56 45 45 39 36 61 26 630 34 38 20 113 37 44 27 76 21 76 20 20 374 43 21 20 51 25 50 31 47 971 24
internal_value=0 0.0132656 0.0307251 0.022236 0.00887964 0.0313131 0.0315293 0.0116211 0.0214543 0.0144407 0.0125282 0.0291109 0.0327976 0.016588 0.010728 0.0324485 0.0296425 0.0290801 0.0326624 0.0307729 0.0278874 0.000655209 0.0220774 0.00448418 0.0131296 0.0253808 0.00251654 0.0128396 0.0334129 0.0401129
internal_weight=0 673 2448 221 452 2302 2276 339 146 243 209 783 1493 90 189 1425 746 670 1386 394 138 113 40 96 63 93 92 83 992 68
internal_count=3121 673 2448 221 452 2302 2276 339 146 243 209 783 1493 90 189 1425 746 670 1386 394 138 113 40 96 63 93 92 83 992 68
is_linear=0
shrinkage=0.00293864


Tree=32
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 44 2 11 2 123 52 2 2 43 4 14 1429 51 1 0 4 12 3 160 132 457 0 4 457
split_gain=11235.1 2404.31 1320.53 1022.43 763 729.614 465.312 449.729 381.334 318.756 298.822 273.034 263.091 242.556 405.827 207.157 149.142 148.108 231.529 121.659 120.118 126.814 117.708 116.438 122.932 115.586 110.992 109.06 104.152 101.837
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.36766000000000004 0.092235000000000025 0.088105000000000003 0.094585000000000016 0.14960000000000004 1.0000000180025095e-35 0.15361500000000003 0.084025000000000016 0.12492500000000002 0.11474000000000002 -0.0050599999999999994 -1.0000000180025095e-35 0.40945500000000007 0.062655000000000016 0.084690000000000015 -0.088494999999999976 0.08864000000000001 0.18019500000000002 -0.49013999999999996 0.10061500000000002 -0.010424999999999999 -0.067824999999999983 0.08696000000000001 0.094310000000000019 -0.08824499999999999 0.098655000000000007 0.083570000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 11 9 10 13 15 16 25 22 14 -1 28 20 19 -19 -15 21 -6 -7 -17 -25 26 -3 -26 -4 -23
right_child=1 2 6 -5 7 12 -8 -9 -10 -11 -12 -13 -14 17 -16 23 -18 18 -20 -21 -22 29 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.009916321056076035 0.026811309983205998 0.011107341793484948 0.0066617837094208382 0.0048339567951388813 0.02867047168684924 0.026173904810662105 0.018162312791569782 0.010503926526648314 0.034318590165386444 -0.0025047825431448053 0.015436472595846138 0.021213792725393553 0.01115390707706404 0.027809676512607635 0.02810126570850574 0.0070981952149578587 0.032136905394275869 0.015028437262198237 0.026213972350817454 0.025566387305671373 0.016411434016573054 0.024093020337898483 0.018944502706542916 0.0066264054438831049 0.0013754082932301104 0.0028458607475342081 0.0045587676467192719 -0.0078739407741006563 0.014839409825930404 0.018060096117655102
leaf_weight=22 90 173 40 23 58 44 22 26 70 72 40 21 26 1063 27 41 23 25 68 308 20 589 45 23 34 24 30 20 25 29
leaf_count=22 90 173 40 23 58 44 22 26 70 72 40 21 26 1063 27 41 23 25 68 308 20 589 45 23 34 24 30 20 25 29
internal_value=0 0.011601 0.009462 0.0256881 0.0258906 0.0134057 0.00429387 0.0233571 0.0271469 0.00309738 0.0237974 0.0103715 0.0199492 0.0268151 0.0199366 0.0053015 0.0242626 0.0270454 0.0232071 0.0273057 0.0240024 0.024227 0.0225186 0.00281965 0.00054146 0.00936843 0.0101396 -0.00205028 0.00980702 0.0238099
internal_weight=0 730 640 2391 2368 363 277 785 1583 255 759 248 115 1513 49 183 719 1464 93 1371 696 676 89 118 77 227 203 54 65 618
internal_count=3121 730 640 2391 2368 363 277 785 1583 255 759 248 115 1513 49 183 719 1464 93 1371 696 676 89 118 77 227 203 54 65 618
is_linear=0
shrinkage=0.00314295


Tree=33
num_leaves=31
num_cat=0
split_feature=1 52 3 39 2 52 2 14 130 2 147 123 2 132 1 3 47 2 1 4 12 15 2 4 4 15 1429 12 151 2
split_gain=9111.9 2116.19 1128.27 967.921 646.897 620.124 427.645 381.678 302.748 301.337 278.117 271.95 224.99 217.649 301.723 212.776 204.351 174.462 158.403 178.563 160.051 153.9 151.726 151.078 142.928 152.992 127.004 115.651 101.375 132.058
threshold=0.10124500000000002 -0.42635499999999998 0.31299000000000005 0.087735000000000021 0.099185000000000009 0.19022000000000003 0.10252500000000002 0.062655000000000016 -1.0000000180025095e-35 0.15109000000000003 0.089365000000000014 0.084025000000000016 0.14753000000000002 0.10365500000000001 0.13604000000000002 0.10299500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.089875000000000024 -0.52556499999999995 0.087005000000000013 -0.41396999999999995 0.087625000000000022 -0.0029599999999999995 -0.031404999999999995 -0.015744999999999999 0.084770000000000012 0.11734000000000001 -1.0000000180025095e-35 0.13093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 6 17 10 -8 11 15 27 16 14 -4 18 -5 -3 19 -1 23 -16 26 -20 -10 28 -21 -6 -26 -30
right_child=1 2 13 12 9 -7 8 -9 24 -11 -12 -13 -14 -15 21 -17 -18 -19 20 22 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.031120254175203765 0.023033034774686469 0.011402279535925436 0.0031661885278010189 0.0040940732985865541 0.020316632686060543 0.021306482369164485 -0.0011602385047626616 0.028883309127244967 0.01685353638844873 0.0077002520334285987 0.014054023560725057 0.0090514870975590411 -0.002006292723530749 0.0068586332345871182 -0.0018477022542805041 0.012881783902603234 0.012392706061864883 0.018712789146044063 0.011502683686407448 0.023944041939726612 0.021769547071402735 -0.012935611848313716 0.021800443538384021 0.020449567162481683 0.0070559225233256676 0.001192196510800498 0.01754103864392274 0.015558315875720548 0.015347943108165289 0.00746492711170976
leaf_weight=23 97 50 42 108 350 61 25 80 22 21 35 22 38 29 20 20 34 66 29 753 227 24 671 38 60 20 28 51 46 31
leaf_count=23 97 50 42 108 350 61 25 80 22 21 35 22 38 29 20 20 34 66 29 753 227 24 671 38 60 20 28 51 46 31
internal_value=0 0.0101387 0.00828844 0.0100152 0.0218239 0.0126804 0.0110361 0.0225722 0.00846269 0.0186152 0.0222954 0.019157 0.00437374 -0.00013503 -0.00249336 0.0224566 0.00608107 0.0155617 0.0225649 0.0229592 0.0205862 -0.00789565 0.02283 0.016577 0.00980668 0.00881922 0.0237145 0.0197115 0.00993265 0.0121743
internal_weight=0 773 676 561 2348 381 320 1904 204 444 1824 423 180 115 86 1789 142 116 1769 1475 294 44 1452 67 179 157 781 401 137 77
internal_count=3121 773 676 561 2348 381 320 1904 204 444 1824 423 180 115 86 1789 142 116 1769 1475 294 44 1452 67 179 157 781 401 137 77
is_linear=0
shrinkage=0.00295206


Tree=34
num_leaves=31
num_cat=0
split_feature=1 12 3 3 43 2 3 39 457 12 50 43 44 132 4 4 4 4 1 40 2 11 11 2 0 15 2 43 0 16
split_gain=7395.98 1002.76 942.303 628.932 803.699 535.792 458.102 406.012 391.389 376.118 280.74 277.4 277.062 262.078 238.563 199.673 189.734 220.82 168.322 160.311 159.156 153.615 197.98 134.182 131.086 121.616 117.108 109.969 94.5337 92.5626
threshold=0.10920500000000001 0.051320000000000005 -0.053259999999999995 0.11924500000000002 -0.04890499999999999 0.121465 0.31534000000000006 0.087735000000000021 0.091495000000000007 0.09141500000000001 0.11219500000000002 -0.095049999999999982 1.0000000180025095e-35 0.10365500000000001 0.41555500000000006 -0.0070899999999999991 -0.062539999999999984 -0.0057249999999999992 0.14754500000000001 -0.079954999999999984 0.14960000000000004 1.0000000180025095e-35 0.080150000000000013 0.12358500000000001 -0.13027499999999997 -0.42198999999999992 0.092235000000000025 -0.025214999999999998 -0.090644999999999989 -0.11227499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 11 14 7 10 12 21 29 -1 16 18 -2 23 -6 -18 -8 -13 27 24 -23 28 -3 -7 -19 -9 -11 -4
right_child=2 9 6 -5 8 25 13 20 -10 15 -12 19 -14 -15 -16 -17 17 26 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017555354485927335 0.020027295557846759 0.014547530578088705 0.012136074225325226 0.0022769004587316882 0.02478772235672903 0.011716157803773752 -0.0013412807112784927 0.0032916483811445984 0.00970935895391635 0.026565460143224709 0.0203313287364674 0.011036793394552359 0.032518242459765985 0.0067745295595882772 0.0084551456874657187 0.017893575155679221 0.0092671618498723091 0.023703891792836936 -0.012760882599730471 0.0018978288965394111 -0.0040510747394917239 0.032915443438442805 0.023110897306650967 0.014102118517690367 0.022914483012988048 0.0017425895882652118 0.016873662157650779 0.011338248987169059 0.021283053440217154 0.0062951386005388691
leaf_weight=52 100 20 49 30 88 21 42 94 29 38 27 66 25 29 23 254 22 57 20 29 26 37 52 26 1139 33 49 22 554 68
leaf_count=52 100 20 49 30 88 21 42 94 29 38 27 66 25 29 23 254 22 57 20 29 26 37 52 26 1139 33 49 22 554 68
internal_value=0 0.0210146 0.00796185 0.0166047 0.0176355 0.0141285 0.00506663 0.00708116 0.0209543 0.0219444 0.0109145 0.0115398 0.0223074 -0.00126473 0.0178634 0.0203118 0.0211256 0.0186079 -0.00502502 0.008247 0.00319386 0.0230851 0.0271869 0.0213058 0.0227701 0.0056212 0.0205465 0.00481773 0.0216221 0.00874134
internal_weight=0 2567 554 447 417 177 377 286 270 2120 144 147 241 91 123 872 216 128 62 95 142 1248 89 618 1159 54 106 116 592 117
internal_count=3121 2567 554 447 417 177 377 286 270 2120 144 147 241 91 123 872 216 128 62 95 142 1248 89 618 1159 54 106 116 592 117
is_linear=0
shrinkage=0.00323985


Tree=35
num_leaves=31
num_cat=0
split_feature=1 12 1 47 4 376 15 12 1375 43 3 48 2 11 15 13 2 43 13 3 3 4 49 160 4 160 3 13 11 43
split_gain=6044.12 1448.93 685.543 567.824 425.837 378.119 363.752 300.881 265.53 291.176 336.141 246.439 242.379 234.066 213.035 181.865 171.138 168.391 247.81 164.87 154.985 153.82 142.719 142.668 135.07 118.948 115.857 380.544 110.465 101.921
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.40124500000000002 0.080200000000000007 0.050935000000000008 0.095780000000000018 -0.15308499999999997 -0.078139999999999973 0.11924500000000002 -1.0000000180025095e-35 0.17025000000000004 1.0000000180025095e-35 -0.12255999999999999 -0.079969999999999986 0.098035000000000011 -0.11720999999999999 -0.0072999999999999992 -0.010424999999999999 -0.0063699999999999989 0.071150000000000005 0.12333000000000001 -0.08538999999999998 -0.17966999999999997 -0.067824999999999983 -0.10217499999999997 -0.0082249999999999979 0.085155000000000022 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 12 7 15 8 13 -4 17 11 -11 19 26 -1 -5 24 -10 -19 29 -13 -17 -9 -15 -16 -21 27 -3 -25 -2
right_child=3 4 6 5 -6 -7 -8 22 9 10 -12 20 -14 23 16 21 -18 18 -20 25 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.025596112914061078 0.0028374779561554831 0.0043932728378487966 -0.0011603767269292937 0.0064403276196114429 0.0079696484195819935 -0.0014589833242947272 0.021359251526034739 0.017160589147087454 0.014157703946429998 0.0068773884351961481 0.0063199432785345502 0.010334430694237291 -0.0038603219973432374 0.01635027073250896 0.023128120728936552 0.019419671867813865 0.011796247256418254 0.007763637801660863 -0.0031725857895040632 0.0054468444785017774 0.019241671585324863 0.0099918379209594337 0.011568416489328631 0.027863086813781916 0.016112351902274849 -0.00079903995700545956 0.019163557011649769 0.020161988172685066 0.021131312618929799 0.0091833557247038271
leaf_weight=26 40 21 20 29 35 21 26 493 22 26 55 23 50 21 37 39 54 72 26 42 83 27 46 55 80 85 1430 43 38 56
leaf_count=26 40 21 20 29 35 21 26 493 22 26 55 23 50 21 37 39 54 72 26 42 83 27 46 55 80 85 1430 43 38 56
internal_value=0 0.0173652 0.0129609 0.00457295 0.0184753 0.0102007 0.0104285 0.0186466 0.00955938 0.0102577 0.0126265 0.0152543 0.00218169 0.0193047 0.0174986 0.0127781 0.0162674 0.00656637 0.00486219 0.0035364 0.017309 0.0155628 0.0166833 0.0234984 0.018331 0.00126653 0.0189847 0.0149879 0.0251125 0.00653924
internal_weight=0 2732 550 389 2182 116 353 2147 327 307 187 132 273 1608 197 95 171 120 98 223 106 66 539 114 117 127 1494 64 93 96
internal_count=3121 2732 550 389 2182 116 353 2147 327 307 187 132 273 1608 197 95 171 120 98 223 106 66 539 114 117 127 1494 64 93 96
is_linear=0
shrinkage=0.00303632


Tree=36
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 47 2 147 123 52 2 1 3 1 12 4 2 2 34 12 4 1429 2 2 3 3 48 4 475
split_gain=9391.41 2247.93 1169.4 676.785 642.545 412.378 380.402 335.966 291.231 259.677 258.766 222.684 222.378 212.199 167.983 174.417 153.025 157.834 141.145 170.432 172.58 133.699 110.93 101.41 177.705 98.8154 167.05 115.934 98.3473 93.7122
threshold=0.10124500000000002 -0.40967499999999996 0.12337000000000002 0.099185000000000009 0.085885000000000017 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.089365000000000014 0.084025000000000016 0.12603000000000003 0.10559 0.16540500000000002 0.10299500000000002 0.089875000000000024 0.087005000000000013 -0.52556499999999995 0.087675000000000017 0.13754500000000003 -1.0000000180025095e-35 0.099400000000000002 -0.0029599999999999995 0.084770000000000012 0.10252500000000002 -0.0050599999999999994 1.0000000180025095e-35 0.11296500000000002 0.084670000000000009 -0.010384999999999998 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 8 12 9 13 29 23 28 18 14 16 21 -1 22 19 -4 -21 -16 -18 24 -3 27 -27 -25 -6 -5
right_child=1 2 6 7 11 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.026789702745580478 0.019281636849462977 0.0043244148297316952 -0.0028301373201263303 0.020246758242008181 0.020313235261274602 0.025431368151852714 0.0086086482938375775 0.0069306978224192234 0.010459283152655508 0.0061558733105307652 0.015402968500463392 0.0069154008305867681 -0.0098920176150466416 0.0095153317092586051 0.008215666786466418 0.018203610770444217 0.020348091491464954 0.018225725906700997 -0.0028390185203364549 0.0016113473698463057 0.010997542288459493 0.016462011969423072 0.014486537841029875 -0.0023834534253088587 0.014102306959815904 0.011593961588526385 0.0030246939901216532 0.0047835542728310535 0.013745927283935588 0.015845727423788654
leaf_weight=23 102 48 43 46 27 80 39 39 35 22 20 33 22 20 29 227 764 660 98 57 23 38 28 41 23 26 71 35 65 337
leaf_count=23 102 48 43 46 27 80 39 39 35 22 20 33 22 20 29 227 764 660 98 57 23 38 28 41 23 26 71 35 65 337
internal_value=0 0.00663098 0.00470793 0.0182541 0.00795896 0.019004 0.000223346 0.0150385 0.0187221 0.0158192 0.00540107 0.0133612 -0.00112244 0.0188838 0.0189897 0.0169933 0.0193876 0.0192703 -0.000249455 0.00181378 0.00430988 0.0128927 0.0201409 0.00458125 0.0074919 0.0033867 0.00532161 0.000917142 0.0156733 0.0163743
internal_weight=0 773 671 2348 389 1904 282 444 1824 405 264 125 243 1789 1769 294 1475 1452 221 123 80 67 792 244 71 173 97 76 92 383
internal_count=3121 773 671 2348 389 1904 282 444 1824 405 264 125 243 1789 1769 294 1475 1452 221 123 80 67 792 244 71 173 97 76 92 383
is_linear=0
shrinkage=0.00289235


Tree=37
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 52 2 0 2 14 0 15 4 2 457 1 50 51 0 1 15 2 0 1
split_gain=17902.7 2173.81 1957.38 1096.08 1088.2 989.544 723.125 628.296 530.271 419.04 405.42 370.285 455.047 340.545 340.511 329.89 322.655 302.559 271.46 250.281 239.695 223.931 196.251 194.315 170.091 164.333 158.626 144.589 141.255 138.79
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.053180000000000012 0.08257500000000001 0.10444500000000002 -0.23194499999999998 0.11704500000000001 0.076175000000000007 -0.068189999999999987 0.13592500000000005 -0.046564999999999988 0.11389000000000002 0.045365000000000009 0.12958500000000003 0.041865000000000006 -0.096089999999999981 -0.10011499999999998 0.12000500000000001 -0.089964999999999976 0.089320000000000024 -0.12333499999999999 0.13265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 14 7 15 25 -5 21 17 12 16 -1 -2 27 20 24 -11 23 -10 -9 26 -15 -8 -3 -7 -4 -29 -20
right_child=1 5 6 8 -6 22 10 9 11 18 -12 -13 -14 19 -16 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.074519377724852329 0.065529154247591898 0.052631463183253645 0.068906556900573124 0.067682987767771582 0.052983186672583185 0.044961579300033888 0.072647906637203705 0.066064447913761301 0.06463567170074816 0.060737872076874914 0.062368837069314141 0.066378603535661343 0.051666291176618022 0.071028953059025679 0.055511586384159428 0.07444176288249689 0.052452743699385275 0.058492394140794886 0.052966774305655419 0.058162083303977978 0.057370646816517636 0.055747556579607803 0.050076932689772015 0.064988240918877768 0.066768232428434146 0.045874996309254269 0.038050037885143065 0.062165727671241414 0.067628587640144885 0.046817651274597548
leaf_weight=22 95 24 997 31 75 61 25 21 48 20 125 22 57 33 20 47 26 21 120 21 41 20 26 121 574 65 22 25 295 21
leaf_count=22 95 24 997 31 75 61 25 21 48 20 125 22 57 33 20 47 26 21 120 21 41 20 26 121 574 65 22 25 295 21
internal_value=0 0.0533767 0.0668744 0.0625363 0.0595223 0.0504576 0.0677424 0.0525817 0.0592087 0.0547339 0.0659941 0.0578546 0.0567643 0.0663369 0.063787 0.0686973 0.0592911 0.066725 0.0531301 0.0653082 0.0612889 0.0610318 0.0447868 0.0662827 0.0670136 0.047697 0.0431296 0.0684923 0.0672018 0.0520509
internal_weight=0 590 2531 422 190 400 2109 291 225 202 745 194 172 197 115 1364 115 620 161 175 89 41 109 154 599 89 83 1317 320 141
internal_count=3121 590 2531 422 190 400 2109 291 225 202 745 194 172 197 115 1364 115 620 161 175 89 41 109 154 599 89 83 1317 320 141
is_linear=0
shrinkage=0.00220661


Tree=38
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 14 14 0 47 1 2 52 1 0 4 13 0 42 131 14 160 49 1456 0 16 15 15 4 12
split_gain=6864.93 1633.97 853.641 583.327 485.238 469.649 342.087 322.714 376.427 317.181 298.658 277.128 221.496 199.618 156.387 154.459 142.817 133.836 115.026 111.45 111.708 97.6068 94.0766 90.4576 181.236 376.956 87.9151 122.209 86.2703 84.5745
threshold=0.10124500000000002 -0.42635499999999998 0.12337000000000002 0.27834500000000006 0.14122000000000004 0.085885000000000017 0.062655000000000016 -1.0000000180025095e-35 -0.13027499999999997 0.13082500000000002 0.083135000000000014 0.092365000000000017 0.12603000000000003 0.16540500000000002 -0.060129999999999996 0.27834500000000006 -0.23438999999999996 0.18019500000000002 0.086555000000000007 0.096070000000000016 -0.46596499999999991 1.0000000180025095e-35 -0.072814999999999977 0.075120000000000006 -0.070154999999999981 0.083160000000000026 0.024640000000000006 -0.016799999999999995 0.063160000000000008 0.11903500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 12 7 -1 10 13 -9 18 26 19 -11 -7 -13 21 23 20 -4 -18 -12 24 -10 -26 27 -3 -6 -22
right_child=1 2 9 -5 28 15 -8 8 11 14 22 16 -14 -15 -16 -17 17 -19 -20 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.034646276843577017 0.025799909606663285 0.014042701430617725 0.015144045520940869 0.010541254715340462 0.011616271054523163 0.022837357421651577 0.030197622490689559 0.025906610496034561 0.02621274025975795 0.022435193937563165 0.020614625794860255 0.016357484706309513 0.023138478515713587 0.0014452150672955503 0.012130222403476923 0.016368423674318927 0.023340576558413092 0.01699035620443317 0.024610181397477407 0.015118344385915984 0.0077349476242804423 0.02596715165263562 0.014160910890421157 0.028603413665700392 0.01185698613458515 0.027328404250378364 0.019214550392984808 0.0079150579784514619 0.019454732177651226 0.012938705917631252
leaf_weight=24 97 197 21 21 20 87 89 38 749 21 26 20 20 22 22 39 461 21 532 27 146 133 45 101 20 27 20 27 21 27
leaf_count=24 97 197 21 21 20 87 89 38 749 21 26 20 20 22 22 39 461 21 532 27 146 133 45 101 20 27 20 27 21 27
internal_value=0 0.0154329 0.0139454 0.0247132 0.0248411 0.0165446 0.0250062 0.0247959 0.0246871 0.0104009 0.0197952 0.0249455 0.0144969 0.00920437 0.0171629 0.0208351 0.0234608 0.0236918 0.0256053 0.00997678 0.0092612 0.0239287 0.0165242 0.0261954 0.0258899 0.0207448 0.0137886 0.0133041 0.0156311 0.00854709
internal_weight=0 773 676 2348 2327 390 2286 2197 2173 286 109 2064 264 243 43 126 635 615 1429 221 194 594 71 897 796 47 244 224 41 173
internal_count=3121 773 676 2348 2327 390 2286 2197 2173 286 109 2064 264 243 43 126 635 615 1429 221 194 594 71 897 796 47 244 224 41 173
is_linear=0
shrinkage=0.00270105


Tree=39
num_leaves=31
num_cat=0
split_feature=1 4 2 4 12 150 457 2 14 14 15 42 14 50 0 16 41 4 0 12 16 12 2 4 47 42 1 0 43 1
split_gain=5591.73 771.892 759.314 618.021 586.166 462.396 296.721 285.916 230.418 234.675 229.883 220.448 167.838 164.413 149.45 219.24 145.336 149.835 267.428 199.843 139.449 136.909 120.733 120.315 118.72 118.596 112.148 110.861 109.515 103.196
threshold=0.10920500000000001 0.27834500000000006 0.13754500000000003 0.41257000000000005 -0.029094999999999999 0.084680000000000019 0.29113500000000009 0.13712500000000002 0.076175000000000007 -0.10708499999999999 0.024640000000000006 -0.0060199999999999993 -0.46413499999999996 0.041865000000000006 -0.13027499999999997 -0.015314999999999997 1.0000000180025095e-35 -0.49405499999999997 -0.075359999999999996 0.08401500000000002 -0.4714549999999999 0.085055000000000006 0.099515000000000006 -0.49013999999999996 0.090100000000000013 0.087405000000000024 0.10374500000000002 -0.067624999999999977 -0.079914999999999986 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 11 21 7 8 9 -6 14 22 -5 -4 15 -11 17 -16 28 -20 -14 24 -1 -12 -2 -13 -3 -15 -19 -23
right_child=2 26 13 12 6 -7 -8 -9 -10 10 23 25 20 27 16 -17 -18 18 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02624467633844365 0.013492146720704028 0.0091845373517982689 0.0061184229927584433 0.016901590850139994 0.031703552814471937 0.01202434557861543 0.013233617964532891 0.015989652652879761 0.028414919353687521 0.021907405739902193 0.031103155014318401 0.013536369138861202 0.011885393223374414 0.01751150655656342 0.026314768295494069 0.010671282219297107 0.017398395811627332 0.024510472787958804 0.01265789520750667 0.020975681528930864 0.0058946624428105479 0.027960343762993192 0.018237356499560972 0.024384488711528186 0.021130544068120965 0.019869676683683068 0.016601480948147007 0.0080475357745443642 0.022238396874822812 0.021177593614751231
leaf_weight=32 31 28 119 30 29 71 22 38 86 47 22 71 77 20 107 20 37 417 27 172 53 24 29 1016 35 36 40 20 291 74
leaf_count=32 31 28 119 30 29 71 22 38 86 47 22 71 77 20 107 20 37 417 27 172 53 24 29 1016 35 36 40 20 291 74
internal_value=0 0.0229963 0.0130391 0.0151503 0.0232534 0.018084 0.0236229 0.0237219 0.0238513 0.0236717 0.0235636 0.0181256 0.0108415 0.00779417 0.0226693 0.0185533 0.0229317 0.0231336 0.0227583 0.0198471 0.00944302 0.0207074 0.0224379 0.0245269 0.0175428 0.0156672 0.0135474 0.0127795 0.0235766 0.0228387
internal_weight=0 2567 554 395 2499 235 2331 2309 2271 2185 2156 168 160 159 1118 67 1051 1014 907 199 130 164 61 1038 66 107 68 40 708 98
internal_count=3121 2567 554 395 2499 235 2331 2309 2271 2185 2156 168 160 159 1118 67 1051 1014 907 199 130 164 61 1038 66 107 68 40 708 98
is_linear=0
shrinkage=0.00284239


Tree=40
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 2 4 42 47 2 14 43 3 457 1 2 2 1 1 42 1 0 48 34 13 1420 1429 15 51 14
split_gain=12590.3 1656.6 1426.26 1246.74 1182.8 576.419 440.655 426.123 393.282 372.224 305.295 271.29 360.903 259.236 307.461 253.319 192.912 191.052 176.18 167.377 123.715 121.589 133.457 118.857 141.431 116.712 159.034 179.01 132.977 110.136
threshold=0.10752500000000002 0.13604000000000002 0.27834500000000006 0.085055000000000006 -0.029094999999999999 0.091265000000000013 0.25615500000000008 -0.0060199999999999993 0.13495000000000004 0.13754500000000003 0.076175000000000007 -0.025214999999999998 0.30112000000000005 0.080930000000000016 0.084525000000000003 0.11177500000000001 0.17025000000000004 1.0000000180025095e-35 0.088770000000000016 0.087405000000000024 0.089770000000000016 0.034820000000000011 0.091545000000000015 -0.038779999999999995 -1.0000000180025095e-35 -0.083604999999999985 0.084770000000000012 -0.0040799999999999994 0.11144500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 10 -5 -1 16 13 18 -2 15 17 -15 -13 23 -7 25 -9 -19 22 -22 -3 -25 -6 28 -28 -27 -17
right_child=1 8 -4 6 5 9 -8 19 -10 -11 -12 12 -14 14 -16 29 -18 20 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.022545849786491743 0.0057469191686259618 -0.0027007637217265229 0.010139263877474568 0.022014667592132189 0.031856931934736564 0.022660973345934636 0.011256439112126931 0.010317929286755217 0.01306296562079242 0.013968048712153226 0.031498872527397075 0.022326632502452384 0.0051559832171076507 0.023809757386186587 0.0087505526146684654 0.016401368287546587 -0.0039767923782678535 0.030367836142574017 0.023512195988071756 0.017908229854888394 0.01684859917835722 0.027086989571043135 0.02636498196727621 0.0020607103986971637 0.010035395860100854 0.02609784272303475 0.024648490014627055 0.014451519192085791 0.020418047608266238 0.0093487223169993194
leaf_weight=58 119 24 59 105 24 579 41 63 23 37 63 24 48 21 21 27 47 40 347 35 25 66 21 61 24 979 40 20 33 47
leaf_count=58 119 24 59 105 24 579 41 63 23 37 63 24 48 21 21 27 47 40 347 35 25 66 21 61 24 979 40 20 33 47
internal_value=0 0.00938604 0.0236616 0.0124635 0.0239844 0.024484 0.0189935 0.0165672 0.00231996 0.0225909 0.0255022 0.0088658 0.0114079 0.0230036 0.0162802 0.0144701 0.000736059 0.0233899 0.0252404 0.0130288 0.0261667 0.0246663 0.021193 0.00276821 0.00431239 0.0257875 0.0256516 0.0212495 0.0259126 0.011922
internal_weight=0 590 2531 411 2472 2316 146 156 179 810 1506 265 146 773 42 98 156 731 1443 98 152 112 46 109 85 1096 1072 60 1012 74
internal_count=3121 590 2531 411 2472 2316 146 156 179 810 1506 265 146 773 42 98 156 731 1443 98 152 112 46 109 85 1096 1072 60 1012 74
is_linear=0
shrinkage=0.00278293


Tree=41
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 12 2 44 2 2 42 2 14 4 11 124 1 4 1 52 4 15 13 13 12 4 0 4 16 4
split_gain=11861.6 2067.25 1343.38 1016.93 843.461 718.781 543.378 443.42 389.642 345.596 340.151 321.566 295.208 263.985 202.974 189.873 152.642 272.008 136.221 122.66 184.367 103.842 107.637 102.22 102.109 97.9106 177.378 98.8017 135.938 94.2174
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 0.27834500000000006 -0.029094999999999999 0.088725000000000012 0.13754500000000003 0.094585000000000016 0.089775000000000008 0.15361500000000003 -0.0060199999999999993 0.11474000000000002 0.062655000000000016 0.40945500000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.085345000000000018 -0.024714999999999997 0.27287000000000006 -0.41396999999999995 -1.0000000180025095e-35 0.030370000000000005 -0.090609999999999982 -0.49013999999999996 -0.019414999999999998 0.0037800000000000004 -0.059624999999999991 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 10 19 8 9 12 13 23 -7 18 29 16 24 25 -18 -6 -3 -21 22 -15 -1 -12 -10 27 -27 -29 -4
right_child=1 2 7 -5 6 11 -8 -9 14 -11 15 -13 -14 21 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.026267758784480497 0.025203427481931363 0.0094828051991616754 0.0089863931521065536 0.010684642318457463 0.026200667362198244 0.022331824435013588 0.015061176022035898 0.017438150490821688 0.028063764984349589 0.0006113850397908916 0.014941465066832011 0.011537594604488596 0.031447730120742166 0.0046855571762193203 0.027535445869033167 0.020836684025183568 0.025130163505148871 0.014321358495516369 0.024447252334457614 0.018255221559188819 0.011208999503727939 0.00031646224746059465 0.011203778774040545 0.019151417628678367 0.0077538353815895166 0.024417599656251933 0.0176517894367355 0.024059552334753175 0.02006646433190502 0.015358296554248139
leaf_weight=32 71 106 40 36 868 77 37 22 31 72 38 24 60 71 81 26 29 33 444 35 83 25 22 23 20 426 34 130 100 25
leaf_count=32 71 106 40 36 868 77 37 22 31 72 38 24 60 71 81 26 29 33 444 35 83 25 22 23 20 426 34 130 100 25
internal_value=0 0.0120631 0.0105134 0.0242685 0.0244713 0.0140643 0.0248478 0.00634708 0.0250097 0.0053902 0.0183141 0.0197669 0.0258627 0.0072704 0.0236553 0.0150548 0.0232539 0.0193771 0.0256073 0.0114931 0.013299 0.00497516 0.0062275 0.0232918 0.012463 0.0235873 0.0233862 0.0236834 0.0223234 0.0114371
internal_weight=0 673 602 2448 2412 325 2273 277 2236 255 139 101 1372 183 864 84 783 62 1312 224 118 118 93 55 58 721 690 656 230 65
internal_count=3121 673 602 2448 2412 325 2273 277 2236 255 139 101 1372 183 864 84 783 62 1312 224 118 118 93 55 58 721 690 656 230 65
is_linear=0
shrinkage=0.00257482


Tree=42
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 46 15 12 14 3 150 1 48 4 10 12 1 4 51 0 124 13 15 3 12 52 133 160 15 16
split_gain=6087.57 1444.12 819.947 536.355 466.235 316.375 299.77 245.109 242.259 222.698 219.433 209.126 218.912 194.015 184.913 147.841 136.053 133.085 127.411 121.403 116.668 107.981 105.202 99.5893 96.5129 93.2668 93.2429 103.148 89.0869 82.4797
threshold=0.10124500000000002 -0.40967499999999996 0.13604000000000002 0.085885000000000017 0.11362000000000001 0.083550000000000013 0.040760000000000005 0.088845000000000021 -1.0000000180025095e-35 -0.15327499999999997 0.083250000000000005 0.08864000000000001 -0.0046349999999999994 0.41257000000000005 -0.014199999999999999 0.091625000000000012 0.11669000000000002 0.42642000000000008 -0.085989999999999997 -0.059114999999999994 -0.079269999999999993 0.030370000000000005 -0.11033999999999998 0.20828500000000003 0.13597000000000004 -1.0000000180025095e-35 0.087495000000000003 -1.0000000180025095e-35 0.087685000000000013 0.52822500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 29 3 5 6 16 8 -6 -1 -8 13 15 -13 -5 19 21 18 23 -3 -4 -14 -10 -17 -16 -9 -23 27 -20 -11 -2
right_child=1 2 14 10 7 -7 9 24 11 28 -12 12 20 -15 17 22 -18 -19 26 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.032148095841167706 0.020610270581755831 0.0063172745133724768 0.0057662870112263195 0.022265832273882371 0.010972756085487848 0.023239622747669011 0.031290742853572383 0.021254316938696498 0.023840894345352717 0.025429329732013797 0.0097970935442392021 0.010293524323225244 0.014446678739385061 0.013816872595023909 0.015383624916634999 0.025686725210168473 0.0085381398310138065 0.0055253358288955522 0.019781768581331273 -0.0040563170013162599 0.021376506939079092 0.024027801291239503 0.019933713122672902 0.0070539812847830964 0.015054691331197871 0.015924265933673909 0.0085960528443589732 0.013223689688204372 0.023582347324009371 0.026072309288391673
leaf_weight=22 42 26 23 92 33 20 42 113 608 370 22 21 25 33 29 33 125 78 26 22 165 22 204 23 28 30 30 122 632 60
leaf_count=22 42 26 23 92 33 20 42 113 608 370 22 21 25 33 29 33 125 78 26 22 165 22 204 23 28 30 30 122 632 60
internal_value=0 0.0133434 0.0117503 0.0137132 0.0230153 0.0116957 0.0233922 0.0183067 0.0223252 0.024547 0.0185031 0.0221301 0.0194524 0.0200353 0.00618702 0.02276 0.010994 0.00799495 0.0124988 0.000964125 0.0204647 0.0234873 0.0207348 0.0116994 0.0200232 0.0193527 0.0134017 0.0143758 0.0242644 0.0238232
internal_weight=0 773 671 496 2348 349 2174 174 1130 1044 147 1108 211 125 175 897 329 130 204 45 190 660 237 52 141 52 178 148 1002 102
internal_count=3121 773 671 496 2348 349 2174 174 1130 1044 147 1108 211 125 175 897 329 130 204 45 190 660 237 52 141 52 178 148 1002 102
is_linear=0
shrinkage=0.00298938


Tree=43
num_leaves=31
num_cat=0
split_feature=1 52 3 39 50 4 2 2 2 133 132 11 1 42 2 3 123 40 15 4 4 3 0 11 1 4 16 13 4 51
split_gain=4930.93 1169.74 684.694 523.799 417.617 400.613 369.681 319.803 245.94 208.274 185.116 180.098 164.92 163.733 153.761 142.89 139.04 147.517 133.689 133.045 124.479 120.11 99.2697 121.538 90.6412 88.8897 102.813 90.3729 121.871 83.9063
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.087880000000000014 0.096530000000000019 0.27834500000000006 0.091265000000000013 0.10252500000000002 0.14960000000000004 -1.0000000180025095e-35 0.10365500000000001 1.0000000180025095e-35 0.14754500000000001 0.10755000000000002 -1.0000000180025095e-35 0.090900000000000009 0.084785000000000013 -0.0079899999999999988 -0.45963999999999994 -0.15289999999999995 -0.010384999999999998 -0.12018999999999998 0.18019500000000002 1.0000000180025095e-35 0.087135000000000004 -0.029144999999999997 -0.015314999999999997 -0.08971999999999998 0.40124500000000002 0.0053700000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 11 14 15 -9 12 21 -4 16 -3 22 17 -5 -11 -17 -6 -1 23 -8 -23 -20 27 -27 -29 -26
right_child=1 2 10 13 20 -7 8 9 -10 18 -12 -13 -14 -15 -16 19 -18 -19 25 -21 -22 24 -24 -25 29 26 -28 28 -30 -31
leaf_value=0.013721026071978679 0.01803660057784081 0.010197528681260037 0.003105101448645143 0.016047271145107848 0.021246570170601858 0.0064905118397552697 0.016600429809785069 0.0031326496637397354 0.0085540954900061861 0.015761259213944244 0.0083162004329747508 0.022262091298861572 -0.0053483292780021592 0.0023070973135845526 0.015988872223352966 0.015737930322808218 0.0059160619196223299 0.0070320551622431301 0.0137308369890521 0.0079067726161790985 0.014433269822808044 0.018597096156141343 0.01132160426302416 0.020869540206661288 0.017531141509975708 0.0054286554312936953 0.0033462792341468089 0.015152996509589263 0.0082000182204561949 0.013399297090273236
leaf_weight=39 102 49 54 22 28 21 671 38 26 20 29 68 20 46 71 34 85 24 20 23 43 1004 21 45 362 29 24 25 44 34
leaf_count=39 102 49 54 22 28 21 671 38 26 20 29 68 20 46 71 34 85 24 20 23 43 1004 21 45 362 29 24 25 44 34
internal_value=0 0.0101023 0.0088962 0.00997795 0.0116027 0.0174249 0.0175236 0.0103786 0.0161648 0.00843125 0.00293086 0.018263 0.00082039 0.00638871 0.0136241 0.016414 0.00782194 0.0113437 0.00967413 0.012578 0.0171202 0.018074 0.0167107 0.0168687 0.0181952 0.00881679 0.00801121 0.00915364 0.0107192 0.0171764
internal_weight=0 773 671 568 391 2348 2327 320 820 200 103 1507 74 177 120 794 131 46 162 57 71 1439 737 716 1400 142 122 98 69 396
internal_count=3121 773 671 568 391 2348 2327 320 820 200 103 1507 74 177 120 794 131 46 162 57 71 1439 737 716 1400 142 122 98 69 396
is_linear=0
shrinkage=0.00251474


Tree=44
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 4 15 14 4 132 2 2 3 0 47 15 50 4 16 43 4 15 15 0 3 0 16 16 51 3
split_gain=4048.22 980.85 476.102 409.032 369.928 257.947 234.83 201.529 179.536 174.632 167.797 167.515 158.062 240.181 145.067 138.019 121.326 116.988 130.307 115.805 114.17 121.483 110.942 101.781 93.2065 92.9779 88.7241 148.621 87.1595 85.7189
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.088025000000000006 0.042705000000000007 0.024640000000000006 -0.10708499999999999 -0.033174999999999989 0.10365500000000001 0.11510000000000002 0.10252500000000002 -0.14477499999999996 -0.062764999999999974 0.089360000000000009 -0.12255999999999999 0.077545000000000017 0.40124500000000002 -0.43320999999999993 -0.025214999999999998 -0.059649999999999988 -0.037864999999999989 -0.42198999999999992 -0.068944999999999992 0.048265000000000009 -0.10474999999999998 0.13751500000000003 -0.032969999999999992 0.082455000000000014 -0.022174999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 8 12 7 -4 -2 -5 -10 14 16 -14 23 -1 28 18 -7 -6 24 -22 -12 -9 -17 -24 27 -15 -3 -13
right_child=3 5 6 9 19 17 -8 11 10 -11 22 29 13 26 -16 20 -18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020209187683053111 0.015676697342929792 0.018051399497806382 0.01552301243753588 5.6505671206542957e-05 0.0036685297484906247 0.016705281771200769 0.015931974967272486 0.011481374158652101 0.011982671860369186 0.0072825497680863447 0.010755858790611675 0.002545595179745438 0.01593523915190612 0.01356889955154994 0.016029203540046957 0.012806414401355409 0.022329035310501181 0.009179722298415835 0.012861380202675956 0.0095489370375824167 0.014357581683572509 0.0085152570225586113 0.0074265598660320257 0.0066177604484722397 0.018453814225546726 9.820452618282295e-05 0.014266966556606751 0.0057615758357464552 0.012764243911141967 0.0078019653942394537
leaf_weight=26 31 105 30 73 107 75 38 66 61 28 22 22 1580 36 26 28 34 35 185 25 62 33 22 43 48 20 84 25 23 128
leaf_count=26 31 105 30 73 107 75 38 66 61 28 22 22 1580 36 26 28 34 35 185 25 62 33 22 43 48 20 84 25 23 128
internal_value=0 0.0148009 0.0118651 0.00631926 0.00781303 0.0155409 0.0101554 0.00945854 0.0103776 0.00205977 0.00906336 0.00882017 0.0158753 0.0156572 0.0108081 0.0149288 0.0181985 0.0134018 0.0139702 0.00478224 0.0141259 0.0123281 0.0062809 0.0095627 0.0163732 0.00393687 0.0126272 0.0103692 0.0171014 0.00703103
internal_weight=0 2732 550 389 288 2182 353 315 156 101 125 285 1887 1725 135 197 162 295 260 132 171 95 64 109 76 42 145 61 128 150
internal_count=3121 2732 550 389 288 2182 353 315 156 101 125 285 1887 1725 135 197 162 295 260 132 171 95 64 109 76 42 145 61 128 150
is_linear=0
shrinkage=0.0024599


Tree=45
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 3 2 159 457 14 42 14 15 1 41 4 15 484 43 42 4 10 4 3 43 15 1 15 52
split_gain=8620.91 1515.3 1045.57 831.197 626.148 548.971 414.594 414.309 358.861 331.495 344.92 285.794 267.671 271.11 199.651 185.009 166.979 351.764 362.028 213.498 152.322 139.062 118.327 149.591 205.412 144.925 111.565 110.182 106.34 95.425
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.27834500000000006 -0.029094999999999999 0.10045500000000002 -0.022174999999999997 0.13247500000000004 -1.0000000180025095e-35 0.29113500000000009 0.062655000000000016 -0.0060199999999999993 -1.0000000180025095e-35 0.024640000000000006 0.16773500000000005 1.0000000180025095e-35 -0.49405499999999997 -0.0040799999999999994 0.073690000000000019 -0.076834999999999987 0.087405000000000024 -0.49013999999999996 -0.014199999999999999 0.42051500000000003 0.30112000000000005 -1.0000000180025095e-35 0.095575000000000007 0.11507500000000002 -0.11345499999999999 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 11 6 27 9 -4 10 12 -1 -6 15 22 16 -14 19 29 -18 -13 -15 -10 24 25 -24 -23 -3 -21 -19
right_child=1 2 8 -5 7 -7 -8 -9 14 -11 -12 20 13 21 -16 -17 17 18 -20 28 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022797966486816115 0.02401662316350028 0.02570992695168773 0.0166207348536072 0.010332015509265173 0.032238268527554133 0.0114271697145272 0.012028628787332725 0.015306758215510329 0.0028353685293520101 0.013262792758799439 0.029569835701659018 0.011875872902508501 0.026658933984230259 0.031839690202705412 -0.0023676858692087176 0.017041509732093278 0.02431895486140968 0.023959389941984148 0.0077633563195918364 0.024454383522683476 0.019468974041277863 0.025266242913551808 0.0092355549051267843 0.0054911164999207644 0.0044214096590180375 0.018469244604231556 0.023198946232255671 0.019241750345388792 0.020655390942182435 0.016551125832412666
leaf_weight=55 74 40 26 36 29 202 44 41 48 21 86 52 91 21 20 39 542 32 22 71 32 741 26 102 27 25 266 39 249 22
leaf_count=55 74 40 26 36 29 202 44 41 48 21 86 52 91 21 20 39 542 32 22 71 32 741 26 102 27 25 266 39 249 22
internal_value=0 0.0123266 0.0108824 0.0233925 0.0235874 0.0142042 0.0187649 0.0239324 0.00694237 0.0240909 0.0241937 0.0179456 0.0239761 0.0238618 0.00592771 0.0228956 0.0231175 0.0227739 0.0171266 0.0232718 0.0147685 0.0248656 0.00665537 0.00767404 0.0105286 0.0137619 0.0247202 0.0225168 0.0214983 0.0209412
internal_weight=0 673 599 2448 2412 325 123 2273 274 2232 2211 139 2125 2096 248 1068 1029 938 76 862 84 1028 228 180 78 51 1007 79 320 54
internal_count=3121 673 599 2448 2412 325 123 2273 274 2232 2211 139 2125 2096 248 1068 1029 938 76 862 84 1028 228 180 78 51 1007 79 320 54
is_linear=0
shrinkage=0.00273826


Tree=46
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 12 1375 43 3 159 4 12 3 14 0 43 0 4 12 4 159 48 4 15 48 15 4 3 0 158
split_gain=3782.65 928.167 444.664 364.702 339.11 251.19 232.531 272.594 248.969 182.515 163.923 151.417 136.656 127.686 121.411 112.237 111.924 142.578 111.775 103.182 97.8794 97.3594 94.7393 141.005 92.5166 85.0275 84.6964 76.7218 76.258 70.4758
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.088025000000000006 0.099815000000000015 -0.15308499999999997 -0.078139999999999973 0.11924500000000002 0.084250000000000005 0.27287000000000006 -0.42850999999999995 -0.0063699999999999989 0.076175000000000007 -0.23194499999999998 -0.080554999999999974 0.12500000000000003 0.0016150000000000003 -0.093619999999999995 0.033845000000000007 0.082105000000000025 0.083685000000000009 -0.46376499999999993 -0.0063699999999999989 -1.0000000180025095e-35 -0.43375999999999998 -0.059649999999999988 -0.097604999999999983 -0.097024999999999986 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 10 13 -4 9 12 15 28 -5 -9 19 -1 -8 17 20 -6 21 -7 -3 -16 -24 -14 -12 -25 -23 -2 -21
right_child=3 5 6 11 18 16 7 8 -10 -11 25 -13 24 -15 22 -17 -18 -19 -20 29 -22 27 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.021956660355707317 0.0093947996603198723 0.017352364791365808 0.0016769841357611628 0.0068700074597599628 0.010946144165072039 0.015543639772190899 0.011192304254639998 0.0098783337255814035 0.0084542905957547994 0.0013062903661832429 0.011404533627800077 -0.00022950344221858281 0.011737392710399169 0.02118000945223834 0.018714769366487173 0.0040747510119587566 0.0083507580046290816 0.012524514460924247 0.0039139178293813148 0.014077919769858376 0.021307486280911416 0.011194290454155688 0.015944356321784276 0.013848611041737308 0.017668105286705999 0.0050790327769764864 0.0061554774460944811 0.01600812742495716 0.014959537857177466 0.017585019504062015
leaf_weight=22 26 1380 20 34 20 192 80 30 59 24 27 67 25 53 42 21 21 124 112 152 25 30 90 21 94 39 22 145 64 60
leaf_count=22 26 1380 20 34 20 192 80 30 59 24 27 67 25 53 42 21 21 124 112 152 25 30 90 21 94 39 22 145 64 60
internal_value=0 0.015773 0.0125919 0.00664053 0.00821167 0.0165748 0.0107514 0.0112964 0.0132182 0.00809844 0.0109467 0.00216043 0.0151046 0.0169894 0.0158898 0.00971242 0.0144903 0.0148683 0.00497941 0.0168637 0.0162077 0.0171082 0.0151272 0.0139942 0.0164222 0.00766674 0.00991259 0.0151829 0.0133519 0.0150705
internal_weight=0 2732 550 389 288 2182 353 333 208 125 156 101 149 1820 197 101 362 341 132 1767 217 1555 175 133 119 66 43 175 90 212
internal_count=3121 2732 550 389 288 2182 353 333 208 125 156 101 149 1820 197 101 362 341 132 1767 217 1555 175 133 119 66 43 175 90 212
is_linear=0
shrinkage=0.00274004


Tree=47
num_leaves=31
num_cat=0
split_feature=1 4 12 2 1 12 12 4 1 132 159 4 47 52 14 2 3 15 0 148 376 47 4 3 160 4 3 1 15 4
split_gain=12262.9 1537.19 1414.74 1033.69 798.35 733.291 604.521 584.662 557.932 394.428 295.105 284.08 282.015 251.673 239.611 225.528 253.345 215.625 213.082 191.374 168.631 186.317 151.788 168.133 177.812 142.414 419.301 135.568 131.955 110.069
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 0.14285500000000004 0.092390000000000014 0.085055000000000006 0.092550000000000007 -0.16363499999999997 0.13075500000000004 0.082150000000000015 0.078675000000000009 0.053180000000000012 0.077555000000000013 0.0046550000000000003 0.076175000000000007 0.10381000000000001 -0.0063699999999999989 -0.41396999999999995 0.14486500000000005 -0.062044999999999996 0.084145000000000011 0.10670500000000001 -0.51253999999999988 -0.10115999999999999 -0.037174999999999993 -0.059649999999999988 0.092670000000000016 0.12765500000000005 -0.087894999999999987 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 9 10 14 -6 19 12 20 18 25 15 22 16 -9 -10 -8 -3 21 -2 -4 24 -24 -1 -27 29 -5 -7
right_child=1 8 6 28 7 27 11 13 17 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.020160460469927012 0.0088670589469445234 -0.0029601556086186992 0.027298934429951703 0.00345326116450188 0.020524994779314756 0.020494482044475029 0.018529137402507886 0.0047684030928470244 -0.00081626906145184318 0.0060814199767499529 0.0014168024960094794 0.01382297039171337 0.025520007815453598 0.016241037983591 0.0263202988663126 0.0025014067009247729 0.014264240561976576 -0.0077880900123106214 0.010775317485060587 0.0059367489677220834 0.0031350314442149534 0.017744691879528374 0.010021028187608147 0.020366925829411173 0.018775603609201209 0.017706249422548601 0.0045905748496250058 0.010235702742925604 -0.0053379428164874827 0.014755663866277899
leaf_weight=67 54 20 21 20 31 48 594 40 107 20 42 125 33 22 47 56 39 44 26 113 21 24 22 1211 63 93 21 21 30 46
leaf_count=67 54 20 21 20 31 48 594 40 107 20 42 125 33 22 47 56 39 44 26 113 21 24 22 1211 63 93 21 21 30 46
internal_value=0 0.00508142 0.0185028 0.00920395 0.0140719 0.0113573 0.0193894 0.0100037 0.000639552 0.0173403 0.00730521 0.0174689 0.0183925 0.00792626 0.0204384 0.00657126 0.00945622 -0.00284779 0.018204 0.00459887 0.00980333 0.0115986 0.0202285 0.0201139 0.0165097 0.017093 0.0152902 0.0163256 -0.00182146 0.0176861
internal_weight=0 590 2531 306 422 256 2109 188 284 234 141 745 214 157 1364 135 79 151 620 133 99 78 1317 1296 85 181 114 115 50 94
internal_count=3121 590 2531 306 422 256 2109 188 284 234 141 745 214 157 1364 135 79 151 620 133 99 78 1317 1296 85 181 114 115 50 94
is_linear=0
shrinkage=0.0026511


Tree=48
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 14 14 0 4 1 2 2 0 4 0 15 47 4 0 1 1 4 14 50 51 16
split_gain=10233.2 1683.36 1159.92 924.798 728.748 654.465 473.026 404.679 355.448 311.532 277.951 313.712 292.997 279.597 227.901 189.698 174.611 191.122 196.965 163.571 155.878 204.61 277.008 160.907 152.912 143.328 125.989 122.125 118.242 112.42
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.10699500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.13027499999999997 0.0082450000000000006 0.083135000000000014 0.17025000000000004 0.094835000000000017 -0.079119999999999982 -0.49013999999999996 -0.030209999999999997 -0.053579999999999996 1.0000000180025095e-35 0.41555500000000006 -0.062294999999999996 0.11669000000000002 0.11829500000000003 0.49041500000000005 0.097795000000000007 0.083640000000000006 0.11326500000000002 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 20 6 9 15 24 10 -5 13 16 -12 25 -1 28 27 -19 -17 23 22 -22 -3 -6 -4 -11 -18 -13 -14
right_child=1 2 14 5 8 -7 -8 -9 -10 26 11 12 29 -15 -16 19 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.025178974477041829 0.021510377809042285 0.0075716491893806359 0.0062008744381639724 0.03092485922522625 0.021568825605139598 0.0068870585114510444 0.011475480076883133 0.0087692159180782336 0.0077406281006370146 0.029479726528236879 0.023185304673911004 0.023248584962264396 0.020739361942374641 0.012372060745376732 -0.0054975175904468029 0.019779415560508683 0.02303654012973928 0.020900160332867644 0.014900672781554238 0.0089872808793371173 0.019696652906310733 0.0027247238769487164 0.0055529678674687112 0.0026235150448091172 0.01330480211910944 -0.00050106565848371935 0.020997433334974787 0.03089044505633555 0.019190336425645466 0.0167092305663844
leaf_weight=26 74 137 46 29 54 26 38 69 39 67 33 1099 132 58 49 30 102 443 54 21 29 21 21 100 31 72 20 21 67 113
leaf_count=26 74 137 46 29 54 26 38 69 39 67 33 1099 132 58 49 30 102 443 54 21 29 21 21 100 31 72 20 21 67 113
internal_value=0 0.00816539 0.00651676 0.0212235 0.00908276 0.0216826 0.0218516 0.0139852 0.0151536 0.0220278 0.0218052 0.0216806 0.021922 0.0162933 -0.000121047 0.0186593 0.0223392 0.0210675 0.0202483 0.0153356 0.00663864 0.0104934 0.0137563 0.00548383 0.0185549 0.00211156 0.0275298 0.0243775 0.0230154 0.0188806
internal_weight=0 673 599 2448 432 2302 2276 146 124 2238 2151 2122 2031 91 167 77 1786 620 497 51 308 71 50 237 85 118 87 123 1166 245
internal_count=3121 673 599 2448 432 2302 2276 146 124 2238 2151 2122 2031 91 167 77 1786 620 497 51 308 71 50 237 85 118 87 123 1166 245
is_linear=0
shrinkage=0.00296579


Tree=49
num_leaves=31
num_cat=0
split_feature=1 52 1 52 4 2 2 484 43 11 10 2 4 1429 484 15 123 1 12 1 51 1 15 49 15 1420 159 15 133 12
split_gain=4541.35 1080.81 600.983 392.25 362.934 332.277 220.607 208.502 163.917 157.731 151.153 134.035 114.035 112.638 193.733 285.963 111.904 101.637 100.148 103.881 102.522 92.9763 86.7764 78.7661 80.8392 78.2706 77.187 94.4958 115.696 107.496
threshold=0.10124500000000002 -0.40967499999999996 0.13657000000000002 0.19022000000000003 0.27834500000000006 0.091265000000000013 0.14285500000000004 -1.0000000180025095e-35 0.084740000000000024 1.0000000180025095e-35 -0.014199999999999999 0.11177500000000001 0.42642000000000008 0.084690000000000015 0.073690000000000019 -0.0072999999999999992 0.084025000000000016 0.14804000000000003 0.11586 0.11669000000000002 -0.085989999999999997 0.091785000000000019 -0.43375999999999998 -0.045154999999999994 -0.13843999999999998 -0.063039999999999985 0.0089800000000000019 0.040760000000000005 0.082925000000000013 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 9 16 11 18 13 17 -3 -12 21 -15 -16 25 -4 19 20 -9 -1 -14 -21 -25 -7 27 28 -27 -30
right_child=1 2 10 -5 -6 6 -8 8 -10 -11 12 -13 22 14 15 -17 -18 -19 -20 23 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.020423828199988274 0.01981727794263316 0.020801108230906643 0.0024693111908154642 0.017791833658997294 0.0052717837709593384 0.023371106501645467 0.0097334073879703463 0.0022120322613282122 0.015875766290223248 0.025021432941055646 0.0085750132350976907 0.0095541579964735883 0.005096320244434089 0.02140750034560622 0.018640921634187863 0.0020616897881749127 0.012191329981796239 -0.007521837633250243 0.014574958863325261 0.00032446146895467079 0.0093774623257040571 0.017864275760071841 -0.0021627604323027844 0.0044804849565931639 0.011416627621357499 0.014563636996858814 0.020372559023322016 0.019087368968958397 0.020255075026026931 0.014917196488491756
leaf_weight=1169 102 25 23 63 21 30 39 25 28 68 50 22 44 42 27 20 37 22 21 33 187 181 31 72 25 190 116 229 113 66
leaf_count=1169 102 25 23 63 21 30 39 25 28 68 50 22 44 42 27 20 37 22 21 33 187 181 31 72 25 190 116 229 113 66
internal_value=0 0.00973858 0.0082065 0.0100385 0.0190252 0.0191493 0.0174469 0.00892333 0.00812839 0.0200756 0.00280739 0.0155366 0.00468755 0.0198419 0.0162208 0.0115859 0.0178321 -0.00241525 0.00753079 0.00709826 0.00853248 0.0200807 0.0020959 0.00475937 0.00626815 0.0181126 0.0178917 0.0174105 0.0163698 0.0182869
internal_weight=0 773 671 501 2348 2327 820 438 391 1507 170 47 125 1439 89 47 781 45 363 342 212 1350 75 130 97 744 714 598 369 179
internal_count=3121 773 671 501 2348 2327 820 438 391 1507 170 47 125 1439 89 47 781 45 363 342 212 1350 75 130 97 744 714 598 369 179
is_linear=0
shrinkage=0.00332321


Tree=50
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 150 4 0 15 2 123 12 4 1 47 3 50 15 151 1 40 3 43
split_gain=12305.4 1998.96 1051.18 886.674 763.345 654.431 531.702 428.124 404.664 426.181 376.331 351.455 251.77 237.347 280.149 241.069 202.703 199.932 180.761 165.499 156.906 180.955 136.428 133.73 152.035 143.048 131.352 126.875 123.981 157.043
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.11704500000000001 0.10695000000000002 0.087765000000000024 -0.51843499999999987 0.083345000000000016 0.093140000000000014 -0.13927999999999999 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.076935000000000017 -0.078554999999999986 0.30112000000000005 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 27 13 -8 -10 -4 12 26 14 15 -1 -2 28 19 -16 -15 -22 -21 24 -6 -26 -7 -3 29 -11
right_child=1 4 10 -5 23 11 8 -9 9 17 -12 -13 -14 20 18 -17 -18 -19 -20 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.021107910886419338 0.016888927820098903 0.0023179276173518619 0.016615434392574398 0.005231846442512577 -0.00083997479098045264 0.016044158722180828 0.015059962532745913 0.02495534552828866 0.016008650452947578 0.0018083649245339375 0.0060729511808676256 0.0084993623895848053 0.0089259917056190782 0.01751105410991766 0.027255469283224094 0.011178636029290831 0.0081276489176870352 -0.0035394210923508362 0.018459111798051601 0.013405957947697202 0.0060323823274455474 0.016017442918434203 0.020169669163048631 0.0016197411398316873 -0.0036025955895423491 -0.012618004674548095 0.019524219364557682 -0.0035652702514745709 0.0011758226082702109 0.0078596199529554611
leaf_weight=23 124 45 34 84 29 306 30 76 21 40 63 41 28 101 21 52 20 21 836 20 20 29 706 23 22 24 92 51 46 93
leaf_count=23 124 45 34 84 29 306 30 76 21 40 63 41 28 101 21 52 20 21 836 20 20 29 706 23 22 24 92 51 46 93
internal_value=0 0.00567691 0.0180069 0.0118257 0.00252652 0.0183468 0.00430403 0.0190176 0.00625904 0.00506435 0.00976825 0.0156406 0.0163279 0.018768 0.0190464 0.0142236 0.0156721 0.0039152 0.0192749 0.0201878 0.0156918 0.0119419 0.0199833 -0.00376729 -0.00541931 -0.00830629 0.0168486 -0.000807521 0.00478976 0.00603969
internal_weight=0 673 2448 228 445 2351 347 1884 251 221 97 467 426 1808 1658 75 144 200 1583 747 150 49 726 98 75 46 398 96 179 133
internal_count=3121 673 2448 228 445 2351 347 1884 251 221 97 467 426 1808 1658 75 144 200 1583 747 150 49 726 98 75 46 398 96 179 133
is_linear=0
shrinkage=0.00255377


Tree=51
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 14 14 0 2 2 123 1 2 4 34 0 2 4 13 4 132 14 4 133 16 4 1 475 42
split_gain=6569.34 1422.62 796.629 571.877 551.924 483.802 308.231 227.785 294.471 223.333 215.823 208.404 208.218 185.626 182.098 149.101 140.586 249.4 169.071 139.453 129.504 114.714 150.851 122.454 119.047 116.124 112.217 102.064 100.037 92.3408
threshold=0.10312500000000001 -0.40967499999999996 0.13604000000000002 0.36766000000000004 0.088105000000000003 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.11173999999999999 0.15109000000000003 0.11474000000000002 0.084025000000000016 0.083135000000000014 0.17025000000000004 -0.17966999999999997 -0.028109999999999996 -0.076579999999999995 -0.0050599999999999994 -0.52556499999999995 -1.0000000180025095e-35 0.033845000000000007 0.090440000000000006 -0.22253999999999999 0.50996500000000011 0.088285000000000016 -1.0000000180025095e-35 0.27834500000000006 0.11392000000000001 -0.066784999999999983 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 7 -1 12 11 26 28 -9 15 -3 -4 20 -18 -19 -17 29 22 23 -16 25 27 -6 -24 -7 -10
right_child=1 2 13 -5 10 9 -8 8 16 -11 -12 -13 -14 -15 21 19 17 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.024689631010920549 0.016652953100148044 0.012818971001872766 -0.0022339836538829193 0.0036024298342919739 0.015211592069306626 0.017972112178278453 0.021247162897654905 0.015975055009328665 0.017545186561423853 0.0057601980170749007 0.0067351827302500455 0.0068025003215137492 0.0094518909612389384 -0.002500371565125488 0.014365782249029256 0.0024126570100011192 0.0071691811254572611 0.021346672557123265 0.015035073959991931 0.008541844485048633 0.014040444956463189 -0.00016998470882445256 0.0083429584775256103 0.0058794720888159634 0.0015855318920632347 0.0015515599238835524 0.0086379839383595638 0.0043733129829234422 0.014033896841794541 0.016149766405917802
leaf_weight=20 90 23 25 23 80 45 83 57 862 21 35 23 64 49 22 66 23 29 266 35 93 20 106 20 45 30 20 64 340 442
leaf_count=20 90 23 25 23 80 45 83 57 862 21 35 23 64 49 22 66 23 29 266 35 93 20 106 20 45 30 20 64 340 442
internal_value=0 0.00741265 0.00611323 0.0159199 0.00781211 0.0160396 0.0165673 0.016358 0.0162673 0.0136543 0.0120401 0.0140606 0.0125248 0.00159904 0.00608247 0.00319326 0.0165313 0.0150417 0.0156555 0.00453663 0.0168704 0.00557778 0.00597832 0.0103247 0.00523323 0.00605396 0.0138969 0.0068485 0.0144942 0.0170722
internal_weight=0 730 640 2391 465 2368 1939 1856 1836 429 135 408 121 175 330 126 1715 318 295 101 1397 307 287 42 245 200 100 170 385 1304
internal_count=3121 730 640 2391 465 2368 1939 1856 1836 429 135 408 121 175 330 126 1715 318 295 101 1397 307 287 42 245 200 100 170 385 1304
is_linear=0
shrinkage=0.00248218


Tree=52
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 124 2 4 14 2 4 1 34 13 13 0 1 457 43 0 12 4 15 157 1 4 3 0
split_gain=9254.91 1549.66 1099.01 820.08 718.061 544.092 473.398 313.283 296.524 282.086 230.839 214.685 145.906 201.423 145.798 142.582 136.838 131.089 127.722 119.283 111.477 100.857 99.2018 96.917 95.9729 86.8211 86.7116 82.5825 77.3733 89.4832
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 -0.080389999999999989 0.089885000000000007 0.40473500000000007 0.062655000000000016 0.17025000000000004 -0.014149999999999998 0.093100000000000002 -0.028109999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.18019500000000002 0.091450000000000017 0.048635000000000005 0.0034250000000000005 -0.030209999999999997 -0.10022999999999999 0.024790000000000003 -0.11345499999999999 -0.0066899999999999989 0.12337000000000002 -0.04890499999999999 0.090900000000000009 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 15 6 8 19 10 -6 18 14 17 24 -4 22 -16 20 28 -5 25 -7 -3 -17 -14 -10 -24 -2 29 -1
right_child=1 2 11 7 9 21 -8 -9 12 -11 -12 -13 13 -15 16 23 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017491917117502139 0.018702351598914667 0.0078292044092456142 -0.0035576193807368671 0.0037672539623731329 0.014066449847682303 0.012403007519670139 0.0059970365163582061 0.015853397109272763 0.019379101684549243 0.0064341799463506757 0.021680039827483 -0.0043072301892272177 0.017660288499354245 0.0074654949038015367 0.00081274448283179051 0.010867455734991737 0.0066766319711779919 0.010401876006901341 0.015260738937830908 0.0099662742944751134 0.014603751195312606 0.0055075676683188426 0.0040270104580999782 0.0057948072136809192 0.01428621316699652 0.016570499728231717 0.00016498706390648602 0.013747384373629191 0.013963263103573488 0.013731795527638521
leaf_weight=1053 37 27 25 38 84 20 24 28 79 39 59 49 54 22 65 27 33 20 210 31 121 28 117 89 328 259 44 37 38 36
leaf_count=1053 37 27 25 38 84 20 24 28 79 39 59 49 54 22 65 27 33 20 210 31 121 28 117 89 328 259 44 37 38 36
internal_value=0 0.00609998 0.00484916 0.0159198 0.0068653 0.0161955 0.0163584 0.00923717 0.0164675 0.0116465 0.0171403 -0.000156032 0.0154038 0.0143658 0.0014977 0.00493081 0.00278732 0.0162793 0.0169399 0.00655232 0.0165354 0.00838067 0.00366919 0.00697551 0.0147632 0.0172269 0.00297155 0.0162249 0.0172528 0.0173676
internal_weight=0 673 599 2448 427 2351 2303 97 2279 123 1396 172 883 404 123 304 98 479 1337 69 459 48 188 116 382 338 161 74 1127 1089
internal_count=3121 673 599 2448 427 2351 2303 97 2279 123 1396 172 883 404 123 304 98 479 1337 69 459 48 188 116 382 338 161 74 1127 1089
is_linear=0
shrinkage=0.00234521


Tree=53
num_leaves=31
num_cat=0
split_feature=1 52 2 4 52 2 30 14 47 4 14 0 2 16 123 15 131 2 0 156 2 1 14 4 43 16 4 475 42 3
split_gain=5065.75 1091.73 624.127 493.377 466.917 373.257 271.669 251.015 241.843 285.58 191.387 256.093 181.286 180.334 167.839 167.561 128.68 203.501 124.076 213.713 221.799 115.154 122.003 110.624 92.6524 89.4855 87.5813 86.5776 80.3034 79.7122
threshold=0.10312500000000001 -0.40967499999999996 0.14285500000000004 0.36766000000000004 0.19022000000000003 0.10045500000000002 0.086815000000000017 0.062655000000000016 0.078345000000000012 0.41257000000000005 -1.0000000180025095e-35 -0.11173999999999999 0.15109000000000003 -0.36241499999999999 0.084025000000000016 0.035560000000000008 0.086835000000000009 0.31358000000000003 -0.076579999999999995 -1.0000000180025095e-35 -0.0050599999999999994 0.13075500000000004 -0.46885499999999997 0.033845000000000007 -0.11180499999999999 -0.42170999999999997 -0.49013999999999996 -0.066784999999999983 0.087075000000000014 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 8 10 15 -10 -1 13 14 -12 27 21 17 -4 23 -20 -21 22 -3 28 -22 -24 -26 -7 -13 -15
right_child=1 2 16 -5 -6 12 -8 -9 9 -11 11 18 -14 29 -16 -17 -18 -19 19 20 24 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.028069618188771558 0.018550405940896693 0.014147231289968131 0.0013066155754402375 0.0030273675218402026 0.016631903624980602 0.020329229946923447 0.00069665357917476857 0.023920432388846582 0.015058361529611241 0.0025331242350419832 0.019299648852886778 0.019670887697237804 0.0060440318435047808 0.013103091599877954 0.0072853636418312934 0.013995167777925714 0.0071020724418708429 -0.0092665648235688639 0.026759061350164658 0.0062160531345898922 0.012191345201656874 0.0015735304278178717 0.0089653048229143724 0.015498219371948835 0.021165172168192425 0.0043368425071618737 0.01647407854942718 0.015615450874898691 0.017996627565432979 0.0063364912322045434
leaf_weight=20 90 21 82 23 60 45 58 83 82 24 39 862 21 56 23 28 24 24 20 22 39 53 67 93 52 117 185 340 442 26
leaf_count=20 90 21 82 23 60 45 58 83 82 24 39 862 21 56 23 28 24 24 20 22 39 53 67 93 52 117 185 340 442 26
internal_value=0 0.00813571 0.00667115 0.0177474 0.00826341 0.0178904 0.00714761 0.0184868 0.00810209 0.0122225 0.0182438 0.0181367 0.0151948 0.0136463 0.0156658 0.00657496 0.000424574 -0.00108731 0.0184536 0.0166531 0.0159749 0.00576967 0.00685453 0.0188634 0.0167527 0.00602221 0.0175033 0.0161664 0.0191034 0.0109576
internal_weight=0 730 640 2391 510 2368 450 1939 392 106 1856 1836 429 121 408 286 130 106 1715 318 298 258 205 1397 276 184 237 385 1304 82
internal_count=3121 730 640 2391 510 2368 450 1939 392 106 1856 1836 429 121 408 286 130 106 1715 318 298 258 205 1397 276 184 237 385 1304 82
is_linear=0
shrinkage=0.00319361


Tree=54
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 52 2 0 0 4 15 11 457 11 1 43 2 4 15 0 14 4 48 0 48 13
split_gain=8908.9 1169.98 998.606 848.641 604.417 406.007 353.535 352.939 343.508 271.795 320.866 231.076 201.943 196.031 194.469 160.051 151.854 148.104 146.984 136.075 204.774 133.203 139.207 121.931 116.034 92.4664 91.2581 88.0361 91.5494 80.345
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.40124500000000002 0.13082500000000002 -0.17966999999999997 0.08257500000000001 0.10444500000000002 -0.068189999999999987 -0.23194499999999998 0.018150000000000003 0.13592500000000005 1.0000000180025095e-35 0.045365000000000009 0.080150000000000013 0.16540500000000002 -0.025214999999999998 0.11177500000000001 -0.46376499999999993 -0.0063699999999999989 -0.13027499999999997 -1.0000000180025095e-35 -0.059649999999999988 0.095930000000000015 -0.10011499999999998 0.09111000000000001 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 12 15 -5 18 -6 10 11 16 -1 14 27 23 -10 -17 26 -2 -21 -14 -23 -4 -22 -24 29 -7 -29 -3
right_child=1 7 5 6 8 13 -8 -9 9 -11 -12 -13 21 -15 -16 17 -18 -19 -20 20 24 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.02291000541131898 0.0012259846780798675 -0.0026652234380196527 0.01035370712141101 0.014262893673832414 0.017043164093432272 0.020642668963005349 0.0044384055224629161 0.0071950079855583153 0.014132636471944697 0.016296504794189426 0.00091225315653284769 0.0016688226784405972 0.01840286709567699 0.012293449633736958 0.0073692753594389159 0.024918563540665576 0.0070259884849828954 0.017761655254133184 -0.0095811010656279595 0.011416975413677951 0.0085017463330045537 0.014780785107681911 0.01291953316320186 0.01710817855100482 0.0019269892377571402 0.004963911423923488 -0.0073053781742519804 0.015870151103385896 0.012240049468453165 0.0019784396431925485
leaf_weight=22 109 87 20 107 31 26 36 29 48 22 57 26 42 177 21 37 41 50 22 31 26 90 21 1139 82 22 21 583 56 40
leaf_count=22 109 87 20 107 31 26 36 29 48 22 57 26 42 177 21 37 41 50 22 31 26 90 21 1139 82 22 21 583 56 40
internal_value=0 0.00380381 0.0155057 0.00652821 0.0116977 0.0162677 0.0117896 -0.00154914 0.0086608 0.00732136 0.00617337 0.00878106 0.0151661 0.0148379 0.0154945 0.0172579 0.0108588 0.0208054 -0.00304079 0.00349442 0.00527327 0.0141926 0.0128631 0.0169916 0.0035098 0.00884922 -0.00206858 0.0157511 0.015552 -0.00120265
internal_weight=0 590 2531 391 422 2109 143 199 225 194 172 115 197 863 686 1246 89 87 170 248 139 175 133 1159 108 43 148 665 639 127
internal_count=3121 590 2531 391 422 2109 143 199 225 194 172 115 197 863 686 1246 89 87 170 248 139 175 133 1159 108 43 148 665 639 127
is_linear=0
shrinkage=0.00271187


Tree=55
num_leaves=31
num_cat=0
split_feature=1 4 12 2 3 43 150 1 12 457 43 149 43 14 4 15 44 0 40 3 43 14 0 15 15 4 4 47 3 16
split_gain=4811.47 640.761 630.084 431.607 416.911 547.906 306.069 253.933 248.332 232.267 195.102 189.142 164.294 146.202 143.33 133.628 107.049 106.679 103.419 97.9942 103.053 93.7799 98.5481 89.0921 83.2716 79.8677 136.725 72.3047 67.4368 96.0456
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.14285500000000004 0.11924500000000002 -0.04890499999999999 0.076925000000000007 0.14860500000000001 0.089150000000000021 0.091495000000000007 -0.095049999999999982 0.07770500000000001 1.0000000180025095e-35 -0.46166999999999997 0.0082450000000000006 0.13592500000000005 0.081805000000000017 -0.18113999999999997 -0.079954999999999984 -0.07793499999999999 -0.078139999999999973 0.076175000000000007 -0.13027499999999997 -0.087894999999999987 -0.42198999999999992 -0.062539999999999984 -0.0019149999999999998 0.089640000000000011 -0.13927999999999999 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 10 19 11 21 12 -1 13 16 -3 15 28 25 -15 -12 27 -21 22 -4 -5 -9 -7 -27 -2 -10 -30
right_child=1 7 8 23 -6 9 -8 24 14 -11 18 -13 -14 17 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.012401686621450069 0.019098278733151577 0.0070208135690299775 0.010539334785163022 0.0052338206550627021 0.00082724791948432974 0.018371181390092594 0.0044293870254147535 -0.00086283808945817838 0.017837850866335332 0.0069141361580161327 0.0072549350208933111 0.011305208299947484 0.0099856617396178269 0.005299964553308621 0.012414788774713598 0.0074370173319961352 0.023169306812085625 -0.00044316032913772224 0.00046709920776634098 0.0046047656717080514 0.011967690301786942 0.020932025574853626 0.016565995834522288 -0.0029295558490036863 -0.008955448236347004 0.0083134539903356661 0.016390418451044907 0.012159941500931292 0.015586933557841895 0.013124916183178853
leaf_weight=52 26 45 25 20 30 82 63 25 83 29 66 23 36 38 225 20 22 123 29 21 91 43 943 30 21 25 76 28 594 187
leaf_count=52 26 45 25 20 30 82 63 25 83 29 66 23 36 38 225 20 22 123 29 21 91 43 943 30 21 25 76 28 594 187
internal_value=0 0.00511163 0.0148472 0.00831052 0.0116146 0.0123907 0.0100517 0.00186622 0.0155287 0.0149247 0.00773646 0.00315653 0.0158886 0.00224673 0.0145497 0.0150931 0.0169252 0.00091236 0.00518286 0.0121855 0.0105871 0.0166027 0.0164103 0.000335795 -0.00455729 0.0161746 0.0143912 0.0155006 0.0152703 0.0149974
internal_weight=0 554 2567 279 447 417 229 275 2120 270 147 229 241 206 1109 884 205 161 95 166 112 1011 968 50 46 183 101 54 864 781
internal_count=3121 554 2567 279 447 417 229 275 2120 270 147 229 241 206 1109 884 205 161 95 166 112 1011 968 50 46 183 101 54 864 781
is_linear=0
shrinkage=0.00299599


Tree=56
num_leaves=31
num_cat=0
split_feature=1 52 3 39 2 2 45 15 0 4 3 45 130 484 3 52 52 0 42 15 52 1 123 3 15 14 159 4 40 12
split_gain=3912.1 904.581 532.597 408.454 392.412 303.158 299.732 226.073 196.01 187.534 166.461 164.979 153.462 148.042 212.834 236.558 140.725 134.492 129.158 132.996 127.972 109.797 106.078 102.947 97.2158 95.3948 88.5821 101.551 89.1267 72.7508
threshold=0.10124500000000002 -0.43320999999999993 0.31370500000000007 0.083240000000000022 0.10252500000000002 0.11362000000000001 0.094030000000000016 0.040760000000000005 1.0000000180025095e-35 -0.068329999999999988 -0.15327499999999997 0.081955000000000014 -1.0000000180025095e-35 -0.0011699999999999998 -0.12018999999999998 -0.10286999999999999 0.024145000000000003 -0.23001499999999997 0.11066000000000001 -0.24436499999999997 0.048770000000000008 0.080270000000000022 0.080750000000000016 -0.0087149999999999988 -0.42198999999999992 -0.41790499999999997 0.082585000000000006 0.033845000000000007 -0.083709999999999993 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 8 7 12 11 -3 -7 -9 13 -6 -1 15 -15 21 -16 19 25 -4 -17 -21 -11 -14 -5 27 28 -19 -12
right_child=1 2 20 18 6 9 -8 10 -10 23 29 -13 24 14 17 16 -18 26 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015968630796237043 0.015794673319387401 0.01449987403498813 -0.0041594451132345982 0.0065362419634431681 -0.0030617472083855958 0.0013948356747076516 0.017687878150663573 0.022483212340164583 0.0035528743072391553 0.012940802695819539 0.019606513980650844 0.023291978582704462 0.010118568280776289 0.01831423444582431 0.0074620934081208326 0.0081408719853256449 0.012230417872005872 0.0075640568835643992 -0.0017638867251041038 0.012755972530495421 0.0034856543249209486 -0.0019109345792052439 0.00486388461355927 0.0052565101277342154 0.0043020821082694703 -0.0016553486841747015 0.016517459347706338 0.010743797323728188 0.014522684506251092 0.015723642241165001
leaf_weight=281 94 114 69 21 24 20 20 42 20 133 53 20 39 20 33 20 23 20 47 22 34 26 91 21 128 50 131 107 449 949
leaf_count=281 94 114 69 21 24 20 20 42 20 133 53 20 39 20 33 20 23 20 47 22 34 26 91 21 128 50 131 107 449 949
internal_value=0 0.00641741 0.00511923 0.00632716 0.00854959 0.0147828 0.00580837 0.0151106 0.012866 0.0106863 0.0161927 0.0141109 0.00456444 0.0139455 0.0132597 0.00854739 0.00571642 0.0138265 0.00300795 0.00422684 -0.00163582 0.00245942 0.0064004 0.0118929 0.00566042 0.000767516 0.0141235 0.0135791 0.0142259 0.015929
internal_weight=0 773 679 576 345 2348 211 2174 134 174 1044 1130 191 1110 829 89 69 740 231 184 103 46 113 154 167 71 707 576 469 1002
internal_count=3121 773 679 576 345 2348 211 2174 134 174 1044 1130 191 1110 829 89 69 740 231 184 103 46 113 154 167 71 707 576 469 1002
is_linear=0
shrinkage=0.00322531


Tree=57
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 12 15 1375 43 3 4 2 132 48 4 0 3 43 13 4 0 47 3 43 3 15 15 3 150 2
split_gain=3215.87 754.729 391.791 300.442 277.243 208.602 198.944 160.257 176.678 163.319 134.498 137.207 131.081 125.408 110.261 107.844 107.21 100.132 151.078 98.9382 98.9957 97.6788 92.371 88.2049 85.2586 79.484 78.4204 73.8417 152.542 88.5963
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.088025000000000006 0.099815000000000015 0.050935000000000008 -0.15308499999999997 -0.078139999999999973 0.11924500000000002 -0.033174999999999989 0.11704500000000001 0.10365500000000001 -1.0000000180025095e-35 -0.082594999999999988 -0.097734999999999989 -0.11171999999999999 -0.11720999999999999 -0.0072999999999999992 0.23246000000000003 0.12500000000000003 0.077555000000000013 -0.0063699999999999989 -0.025214999999999998 0.096675000000000011 -0.21699999999999997 -0.42198999999999992 -0.097174999999999984 0.083250000000000005 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 10 14 7 -4 17 13 -2 -12 -5 -10 15 -3 -1 -9 -19 20 -7 24 -15 -6 -18 -16 -13 28 29 -27
right_child=3 5 6 12 23 19 -8 8 9 -11 11 26 -14 22 25 -17 21 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0057975767797602551 0.012111754793401276 0.018659829601950485 -0.0020514538721112009 -0.0038951231109874973 -0.00024703664027880942 0.011104285535361269 0.014363803720980983 0.0093534273468137506 0.0042738373288166778 0.004031412549726469 0.0083487259887540591 0.0066566794455570899 0.0035427520186995295 0.0062537770904438367 0.01761761677645492 0.013464342373261913 0.0125205007268326 0.0046345699894327023 -0.003584429709007575 0.0051476090605674756 0.0045481807387839999 0.017735706852766278 0.012872533618958591 0.0058501549684211876 0.0062851349548592814 0.015767543783281227 -0.00021285924676761882 0.012336402132621826 0.0027259558439991782 0.009319460383444703
leaf_weight=23 31 37 20 73 107 311 26 22 26 55 63 22 28 23 23 439 126 72 26 30 21 26 83 25 22 28 40 1220 21 52
leaf_count=23 31 37 20 73 107 311 26 22 26 55 63 22 28 23 23 439 126 72 26 30 21 26 83 25 22 28 40 1220 21 52
internal_value=0 0.0114853 0.0084257 0.00250396 0.00402496 0.0122565 0.00658301 0.00596436 0.00648656 0.00826259 0.00666261 0.00531122 -0.00183314 0.0100256 0.0126595 0.0138682 0.0117276 0.00371891 0.00245402 0.0102303 0.0106896 0.0125114 0.0114364 0.000907734 0.0115936 0.0122314 0.00222472 0.0121376 0.00973612 0.0115763
internal_weight=0 2732 550 389 288 2182 353 327 307 187 156 125 101 132 1820 476 197 120 98 362 332 174 106 132 148 1344 62 1321 101 80
internal_count=3121 2732 550 389 288 2182 353 327 307 187 156 125 101 132 1820 476 197 120 98 362 332 174 106 132 148 1344 62 1321 101 80
is_linear=0
shrinkage=0.00292253


Tree=58
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 42 47 4 4 14 123 2 2 3 15 52 43 457 159 150 2 15 12 1 12 4 14 14 0 0
split_gain=10218.8 1647.34 1025.44 925.366 591.741 536.953 490.02 393.657 349.958 344.882 292.796 270.845 204.313 167.58 162.449 158.082 153.61 140.508 127.673 200.772 181.061 124.087 116.973 111.055 101.92 101.212 92.0094 91.5481 86.7206 83.3779
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 -0.080389999999999989 0.13501500000000002 -0.0060199999999999993 0.085505000000000012 0.40124500000000002 0.27834500000000006 0.062655000000000016 0.089295000000000013 0.089885000000000007 0.14960000000000004 0.149315 1.0000000180025095e-35 -0.56022499999999986 -0.080324999999999994 0.080930000000000016 0.082585000000000006 1.0000000180025095e-35 0.11263500000000001 -0.41942499999999994 0.086915000000000006 0.091450000000000017 -0.083994999999999986 -0.0070899999999999991 -0.41790499999999997 0.096015000000000017 -0.030209999999999997 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 5 7 -1 12 9 25 11 13 23 14 -8 26 -13 -7 29 19 20 -2 -14 -19 -5 -21 -4 -3 -11 -6 -17
right_child=1 6 8 4 28 16 10 -9 -10 27 -12 15 21 -15 -16 17 -18 22 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016006231536374309 0.012852045358475041 0.004320616363915575 0.017012237627629229 0.016979562072389025 0.011826993966788543 0.007553652979779845 0.012226870621565996 0.007243209568782394 0.0071960675118610375 0.022018002711364944 -0.00054988043674290376 0.019053951365866899 0.00087547673218023715 0.004581061090142325 0.0068433717618946377 0.01523452908461231 0.00013145303378932953 0.0081625467289683073 0.0035300255293315959 0.00031588975793562699 0.0061478971351609452 -0.0051097572878853756 0.015035607171757105 0.015230296282933351 0.006108184482281921 0.012888863913288107 -0.00033049073417901382 0.016928511135371437 0.0057946020275122124 0.010656239143917071
leaf_weight=35 41 27 68 1125 20 43 36 24 34 62 20 47 28 23 26 740 20 27 69 20 38 43 22 211 58 51 91 24 28 20
leaf_count=35 41 27 68 1125 20 43 36 24 34 62 20 47 28 23 26 740 20 27 69 20 38 43 22 211 58 51 91 24 28 20
internal_value=0 0.00598423 0.00903311 0.0157192 0.015997 0.0090577 0.00205387 0.0161574 0.0134564 0.0162513 0.00676625 0.0160807 0.000322342 0.0092463 0.00183687 0.0151091 0.0051974 0.0148799 0.00603858 0.00714106 0.00962727 -0.00274938 0.0112484 0.0167033 0.00462298 0.0152451 0.000733746 0.0205977 0.0083081 0.015114
internal_weight=0 673 379 2448 2350 98 294 2302 153 2278 79 2192 215 59 144 856 63 809 226 157 79 71 49 1336 78 119 118 86 48 760
internal_count=3121 673 379 2448 2350 98 294 2302 153 2278 79 2192 215 59 144 856 63 809 226 157 79 71 49 1336 78 119 118 86 48 760
is_linear=0
shrinkage=0.00221259


Tree=59
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 12 132 15 2 41 4 3 4 3 52 4 15 11 11 130 39 3 13 15 3 43 160 131 13 4
split_gain=3053.39 724.236 375.212 287.14 217.486 199.742 196.758 194.314 162.741 124.282 118.139 114 149.066 111.217 108.285 112.155 161.549 97.0862 104.725 96.4324 96.2508 93.7183 205.139 93.2065 101.405 88.2588 85.9695 83.4779 77.8064 73.1833
threshold=0.11690500000000002 0.051320000000000005 0.092390000000000014 0.085505000000000012 0.080200000000000007 0.092550000000000007 0.082150000000000015 0.024640000000000006 0.31358000000000003 0.077300000000000021 -0.011884999999999998 0.092670000000000016 -0.031404999999999995 -0.010424999999999999 0.090245000000000006 -0.16363499999999997 -0.016799999999999995 1.0000000180025095e-35 0.080150000000000013 -1.0000000180025095e-35 0.10166000000000001 -0.10217499999999997 -0.0082249999999999979 -0.092919999999999989 -0.061964999999999992 0.07827000000000002 -0.067824999999999983 0.085335000000000008 -0.079969999999999986 0.27287000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 28 17 11 14 13 10 23 20 -13 19 15 -4 27 21 -19 -2 25 22 -3 -7 -25 -1 -15 -17 -5 -28
right_child=3 5 7 4 -6 9 -8 -9 -10 -11 -12 12 -14 26 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.016985182019828939 -0.0017783679465190219 0.0016790594017401046 0.012791400414418855 0.0047233219129059261 -0.0025214128872898733 0.019843038469490107 0.0025168335783389371 0.014032132974261676 -0.0065072032579591493 0.004250912373823551 0.010622239360732545 0.014088896245996727 0.0028157849090267527 0.0037466941267180337 0.012135219678884314 0.0064430951681584085 -0.0029728653275810078 0.021637583736560495 0.014699423281899087 0.0060185963443851759 0.0090305993356536787 0.014209616917133964 0.014900222488280934 0.013494975421358607 0.0081191134771570802 0.009458602995146434 0.0028758951154651815 9.9729479164927768e-05 0.011221837820826037 -0.0036088342654640513
leaf_weight=115 22 21 20 29 21 23 20 37 29 21 267 29 23 43 28 178 27 39 61 82 27 1231 33 444 42 20 26 26 66 71
leaf_count=115 22 21 20 29 21 23 20 37 29 21 267 29 23 43 28 178 27 39 61 82 27 1231 33 444 42 20 26 26 66 71
internal_value=0 0.012653 0.00926177 0.00275068 0.00710921 0.0135078 0.0124358 0.00691139 0.000898703 0.0121889 0.0124037 0.0133628 0.00910271 0.00177891 0.00596706 0.00527898 0.00462856 0.0142668 0.0174053 0.00436924 0.0147302 0.0140226 0.00975866 0.0133382 0.0130304 0.0158701 -0.000145329 0.00563463 0.00923808 -0.00187066
internal_weight=0 2732 550 389 116 2182 234 316 273 797 776 214 52 244 279 251 231 1385 100 104 162 1285 54 509 486 135 140 204 95 97
internal_count=3121 2732 550 389 116 2182 234 316 273 797 776 214 52 244 279 251 231 1385 100 104 162 1285 54 509 486 135 140 204 95 97
is_linear=0
shrinkage=0.00330686


Tree=60
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 3 123 4 52 14 2 47 4 0 4 3 3 2 3 15 15 0 12 132 2 2 14
split_gain=10866.9 1420.44 1250.74 817.272 751.89 561.988 532.028 515.002 359.473 343.238 329.996 237.251 223.972 223.371 216.341 215.765 216.418 180.45 375.831 176.522 170.584 205.6 158.53 128.722 128.698 126.742 106.821 110.492 226.792 93.0499
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.085505000000000012 -0.16363499999999997 0.095175000000000023 -0.11171999999999999 0.089295000000000013 0.25615500000000008 0.0046550000000000003 0.076175000000000007 0.14960000000000004 0.077555000000000013 0.053925000000000008 0.14486500000000005 -0.046564999999999988 0.092670000000000016 0.149315 0.10381000000000001 -0.0063699999999999989 1.0000000180025095e-35 -0.41942499999999994 -0.10011499999999998 0.086700000000000013 0.08696000000000001 0.11144000000000001 -1.0000000180025095e-35 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 8 13 -6 12 -1 19 -5 20 25 22 17 16 24 -10 -19 -7 21 -8 29 -15 -9 -4 27 28 -2 -3
right_child=1 5 7 10 6 9 11 15 14 -11 -12 -13 -14 23 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0093877153839702198 0.0068616153181330708 0.0059459274781251204 0.020713882508714285 0.018291395467072334 0.02010896855600448 0.01512692066457812 0.0068265350891481627 0.023551833857914751 0.021014689693802723 0.0004428815667597896 0.0095125717474663588 0.01669016254197616 0.025119613441712221 0.0020552560374283079 0.024093972851048719 0.014172734103754346 0.011088422921387182 0.017867191319652743 0.0070230135325041413 0.0066949338653445548 0.0049062574135454659 0.014843428048081482 0.0085552839860561017 -0.004495060400488503 0.018092653337436832 0.0193017503671691 0.0025166154597506553 0.0069759663470785119 0.016984588166723401 0.00091999922381021842
leaf_weight=27 29 27 587 84 31 36 40 26 58 20 34 21 47 28 34 100 24 101 22 23 55 33 26 43 399 926 20 107 22 91
leaf_count=27 29 27 587 84 31 36 40 26 58 20 34 21 47 28 34 100 24 101 22 23 55 33 26 43 399 926 20 107 22 91
internal_value=0 0.00723336 0.0185638 0.0109098 0.0148275 0.00353186 0.0111478 0.0193114 0.0175645 0.00895456 0.0157619 0.00928344 0.0200084 0.00153933 0.0185913 0.017331 0.0180344 0.0175577 0.0159276 0.0118399 0.00806827 0.0104506 0.00324095 -0.00191184 0.0184266 0.0198496 0.00769331 0.00834858 0.0112284 0.00207
internal_weight=0 590 2531 296 422 294 180 2109 242 79 118 149 1560 215 215 549 449 181 123 59 128 73 144 71 425 1513 178 158 51 118
internal_count=3121 590 2531 296 422 294 180 2109 242 79 118 149 1560 215 215 549 449 181 123 59 128 73 144 71 425 1513 178 158 51 118
is_linear=0
shrinkage=0.0023775


Tree=61
num_leaves=31
num_cat=0
split_feature=1 52 2 12 2 14 46 15 12 14 3 4 1 96 3 4 484 50 3 151 124 4 12 15 0 15 51 133 15 49
split_gain=2971.02 706.782 429.855 298.491 246.432 184.434 164.502 156.24 151.058 139.85 178.641 169.901 278.621 123.168 119.434 178.382 110.981 107.889 100.479 98.9859 97.3556 87.7211 87.1387 86.5553 71.1298 68.4304 68.0866 88.2365 68.0775 62.2876
threshold=0.10124500000000002 -0.43320999999999993 0.13754500000000003 0.085885000000000017 0.11362000000000001 0.062655000000000016 1.0000000180025095e-35 0.040760000000000005 0.088845000000000021 -1.0000000180025095e-35 -0.12018999999999998 -0.16363499999999997 0.080270000000000022 0.088850000000000026 0.090900000000000009 -0.46376499999999993 -1.0000000180025095e-35 0.041865000000000006 -0.16726499999999997 -1.0000000180025095e-35 -0.083859999999999976 0.40473500000000007 0.086505000000000012 -0.081924999999999984 -0.067624999999999977 0.013270000000000002 -0.086719999999999978 0.089200000000000015 0.087065000000000017 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 13 9 -6 -1 11 18 -13 16 20 -16 -3 23 -11 -17 -12 29 -22 -4 -19 26 -18 -28 -9 -5
right_child=1 2 17 21 8 -7 -8 28 -10 10 14 12 -14 -15 15 19 25 24 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.017391933550494551 0.011964491828022126 0.0098065665550080387 2.4260425836092826e-05 0.0053764096030155068 0.0026070140349529979 0.01528613801835204 0.011407589550438781 0.013036342030207159 0.0091854501842156787 0.014731630956246002 0.006914488094285751 0.010473798044739354 -0.0030812896087565279 -0.0034241882545127254 0.011717867453456758 0.0081006145343532534 -0.00098439524538396065 0.0075073869467820594 0.0066211331746387119 -0.00031885469917864313 0.012202426407981706 0.0050218726796906745 0.010425562615487431 -0.0052487278297397326 0.00012548110423165812 0.0074281576937164241 0.0040485589278035959 -0.00049888660912038318 0.011486436110089754 0.010566211180862484
leaf_weight=22 94 21 86 22 33 88 20 325 141 22 43 21 26 20 40 20 32 20 25 23 368 46 497 33 20 27 202 39 654 91
leaf_count=22 94 21 86 22 33 88 20 325 141 22 43 21 26 20 40 20 32 20 25 23 368 46 497 33 20 27 202 39 654 91
internal_value=0 0.00485127 0.00386652 0.00508429 0.0111074 0.011361 0.00369257 0.0111955 0.00793782 0.0104831 0.010343 0.00669639 0.00297524 0.00324008 0.0106889 0.00751076 0.0036553 -0.000116127 0.0104175 0.00359718 0.0109794 0.0082441 0.0111815 -0.001438 0.00381643 0.00322471 0.00280898 0.00331267 0.012001 0.00955581
internal_weight=0 773 679 520 2348 2174 361 2086 174 1107 1085 94 47 341 991 83 321 159 47 43 908 159 865 119 40 300 273 241 979 113
internal_count=3121 773 679 520 2348 2174 361 2086 174 1107 1085 94 47 341 991 83 321 159 47 43 908 159 865 119 40 300 273 241 979 113
is_linear=0
shrinkage=0.00276785


Tree=62
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 4 1 4 1 1 1 157 1 124 1 15 0 0 4 39 2 133 12
split_gain=11220.4 1788.01 972.192 805.92 731.442 635.839 515.176 436.568 365.152 363.972 357.999 282.204 241.653 179.106 158.717 182.777 138.708 121.18 119.34 114.723 106.952 100.312 97.4638 93.7629 93.6415 92.191 90.3824 114.141 86.0031 85.9743
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.089775000000000008 0.077845000000000011 0.10613000000000002 0.062655000000000016 -0.15289999999999995 0.12337000000000002 -0.014149999999999998 0.086455000000000018 0.091450000000000017 0.16175000000000003 -0.0066899999999999989 0.13265500000000002 -0.081214999999999982 0.13075500000000004 -0.090344999999999995 -0.030209999999999997 0.18019500000000002 -0.14098499999999997 0.084780000000000008 -0.0091949999999999983 -1.0000000180025095e-35 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 8 11 -4 -8 16 -12 25 18 29 -1 22 -10 -14 -3 28 -6 -7 -20 -2 -11 -28 -5 -16
right_child=1 4 9 21 17 23 10 -9 14 26 12 -13 19 -15 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.058780946864019676 0.060003654890661944 0.043823807111490032 0.057237642829494444 0.044419139510261128 0.041946365439049477 0.053222678165832919 0.052846567249128798 0.048157160625085994 0.060181861150671742 0.044013715747175421 0.053653050314489185 0.063562838186949522 0.046019627567928406 0.050030664067417796 0.057044429720959744 0.050847431827358902 0.056758741261967817 0.034177051747946108 0.057427481863701411 0.040521445638292235 0.039005065023666845 0.042489096471879081 0.036907284371490712 0.046751448992950306 0.052360549013627196 0.055363189569980875 0.045421465645339193 0.052805107208142861 0.050090327921508825 0.054752571032643582
leaf_weight=1116 30 48 28 22 60 20 54 24 83 25 20 59 141 27 241 36 210 21 382 23 48 24 30 28 20 87 20 24 38 132
leaf_count=1116 30 48 28 22 60 20 54 24 83 25 20 59 141 27 241 36 210 21 382 23 48 24 30 28 20 87 20 24 38 132
internal_value=0 0.0468543 0.0573784 0.0520523 0.0441911 0.0576706 0.0458782 0.0578419 0.0579439 0.0502964 0.0476787 0.058678 0.0461621 0.0553301 0.0568067 0.0557593 0.0584607 0.0391146 0.0576899 0.0452485 0.0414144 0.0464332 0.0402667 0.0494478 0.0571754 0.0565531 0.0474796 0.0494489 0.0480109 0.0562334
internal_weight=0 673 2448 228 445 2351 334 2303 2279 97 238 1385 184 144 894 409 1326 111 485 164 96 84 90 48 402 117 69 44 60 373
internal_count=3121 673 2448 228 445 2351 334 2303 2279 97 238 1385 184 144 894 409 1326 111 485 164 96 84 90 48 402 117 69 44 60 373
is_linear=0
shrinkage=0.00228268


Tree=63
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 4 1 14 2 1 52 40 1 159 150 2 457 43 0 0 4 50 4 47 150 12 14
split_gain=13451.2 2131.39 1337.87 1164.5 742.296 552.728 501.734 484.666 457.661 438.947 410.175 328.368 256.403 174.607 172.022 159.447 122.357 213.054 230.868 113.856 137.387 119.811 94.5317 92.5119 90.0111 89.7231 101.695 88.1448 86.7597 84.1703
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.40124500000000002 0.14285500000000004 0.27834500000000006 0.09253500000000002 0.062655000000000016 0.089885000000000007 0.16540500000000002 -0.56022499999999986 -0.065969999999999987 0.091195000000000012 0.078675000000000009 1.0000000180025095e-35 0.10882500000000002 0.080930000000000016 -0.016814999999999997 0.18019500000000002 -0.030209999999999997 -0.0070899999999999991 0.086295000000000011 -0.0073899999999999999 0.08265500000000002 0.097210000000000005 -0.082514999999999991 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 6 7 10 14 23 -5 11 15 27 -13 -3 -1 17 18 -2 21 -21 25 -6 -4 -9 -15 -27 -7 -19 -12
right_child=1 5 8 9 22 12 -8 24 -10 -11 29 13 -14 19 -16 -17 -18 28 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.056028827247340367 0.051996766364085636 0.040441809887243385 0.055680503473866771 0.053491118807432576 0.049973772188182213 0.036819475150231644 0.045033729295308557 0.033740348471564076 0.044800468677458773 0.04363918184034498 0.061332311471815178 0.058078672190278798 0.029234390282873318 0.054698407851730739 0.047991500007209212 0.0539706839558644 0.041181457419177669 0.038025361564746181 0.044150600776922212 0.053821436509845437 0.046154681810249405 0.048563799807931185 0.043683713211619041 0.051743442096561836 0.040150122380224855 0.05271894241005394 0.056876456664345605 0.0417926153919565 0.043413048877474734 0.05644738653131829
leaf_weight=1117 30 20 68 34 20 134 24 23 34 63 61 47 21 431 56 220 75 20 47 25 21 20 28 51 20 281 32 20 54 24
leaf_count=1117 30 20 68 34 20 134 24 23 34 63 61 47 21 431 56 220 75 20 47 25 21 20 28 51 20 281 32 20 54 24
internal_value=0 0.043441 0.0469045 0.0545956 0.0549052 0.0389761 0.0550844 0.0426503 0.0519504 0.0470924 0.0551903 0.0550057 0.0364776 0.053938 0.0460047 0.0556902 0.0434885 0.0446344 0.0472075 0.0536977 0.0503214 0.053901 0.0463046 0.0539932 0.0367216 0.0540445 0.053144 0.0374653 0.0419569 0.059953
internal_weight=0 673 379 2448 2351 294 2303 119 153 97 2279 2194 175 857 76 1337 226 151 77 810 46 764 48 119 43 744 313 154 74 85
internal_count=3121 673 379 2448 2351 294 2303 119 153 97 2279 2194 175 857 76 1337 226 151 77 810 46 764 48 119 43 744 313 154 74 85
is_linear=0
shrinkage=0.00220973


Tree=64
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 3 4 11 47 4 0 52 4 3 2 3 2 1 3 13 1 1 1 0 43
split_gain=15392.9 1835.86 1748.27 1030.7 919.751 822.344 669.932 666.49 618.924 477.805 407.045 314.071 310.351 280.695 238.817 228.532 225.311 209.175 435.348 208.486 250.258 206.434 203.879 167.765 261.577 165.213 149.732 138.974 122.022 109.42
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.092550000000000007 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.053180000000000012 1.0000000180025095e-35 0.077555000000000013 -0.046564999999999988 0.14486500000000005 0.0046550000000000003 -0.046564999999999988 0.092670000000000016 0.10381000000000001 -0.0043399999999999992 0.11411 0.086105000000000015 -0.10217499999999997 -0.0082249999999999979 0.12958500000000003 0.12000500000000001 0.16175000000000003 -0.10011499999999998 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 21 8 12 -5 26 25 -1 15 23 17 -11 28 19 -12 -19 20 -9 -2 -14 24 -4 -10 -3 -7 -8 -6
right_child=1 5 6 7 29 27 11 16 9 14 13 -13 22 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014796693446958505 0.022319031908216307 0.010889431713421939 0.015566378189115859 0.025000302752719483 0.0084217294403765297 0.0053642553465015445 0.028107884413004856 0.012510739165964865 0.023384216845604641 0.018212752198962383 0.025916419252128661 0.01976957089282087 0.031158193932674671 0.029438120146313477 0.010401348724273738 0.017306425068888003 0.020544263319337154 0.022955187681658905 0.012521916570791701 0.010120979228025325 0.020268870836166106 0.014820115662092856 0.024314048367518645 0.025213453534400208 0.025117145576192539 0.014983270116589498 0.0047190796579488006 -0.00067948290135000367 0.023504825197981607 0.013614182128667173
leaf_weight=26 92 24 21 31 32 90 27 49 22 20 58 125 64 32 141 26 22 96 22 56 30 20 28 1218 33 20 66 21 567 42
leaf_count=26 92 24 21 31 32 90 27 49 22 20 58 125 64 32 141 26 22 96 22 56 30 20 28 1218 33 20 66 21 567 42
internal_value=0 0.0116565 0.0236554 0.0197249 0.0171562 0.00912446 0.0244419 0.0160364 0.0109821 0.0130294 0.0226883 0.0228286 0.0253231 0.0236748 0.0113717 0.0234453 0.0142665 0.0226269 0.02101 0.0132435 0.0154569 0.0209799 0.0290752 0.0250517 0.021403 0.0193838 0.00636451 0.00422085 0.0237141 0.0113688
internal_weight=0 590 2531 422 186 404 2109 188 293 203 234 745 1364 208 161 620 157 176 118 135 79 112 92 1272 54 42 90 111 594 74
internal_count=3121 590 2531 422 186 404 2109 188 293 203 234 745 1364 208 161 620 157 176 118 135 79 112 92 1272 54 42 90 111 594 74
is_linear=0
shrinkage=0.00211548


Tree=65
num_leaves=31
num_cat=0
split_feature=1 4 4 2 12 150 1 2 42 4 3 15 13 1 148 132 123 0 1420 48 13 42 4 1 13 4 484 3 15 15
split_gain=4432.35 621.907 506.685 396.675 395.152 259.78 256.983 227.072 185.945 178.326 175.783 136.056 156.904 132.597 122.691 110.178 111.858 106.31 104.271 127.62 101.341 94.0209 89.1594 82.7023 74.2071 74.1453 114.793 73.417 73.3648 70.3436
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 0.14285500000000004 -0.029094999999999999 1.0000000180025095e-35 0.13075500000000004 0.13712500000000002 -0.0060199999999999993 -0.072334999999999997 0.092670000000000016 -0.15026499999999995 -0.079969999999999986 0.16540500000000002 -0.062044999999999996 0.0087150000000000023 0.08128500000000001 -0.085669999999999982 -0.082399999999999987 0.092475000000000016 -0.10278499999999999 0.087405000000000024 -0.069389999999999993 0.10124500000000002 -0.097984999999999989 -0.50052499999999989 0.084750000000000006 -0.15327499999999997 -0.087894999999999987 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 15 14 9 -1 17 11 -11 -13 -8 -3 16 20 27 -19 24 -2 -10 -22 -14 -20 -26 -27 -6 -5 -12
right_child=1 6 -4 28 7 -7 13 -9 21 10 29 12 23 -15 -16 -17 -18 18 19 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.025862545915214821 0.018526215683313481 0.0089046083594083066 0.016808427861205979 0.016008988271048109 0.033400960417408032 0.015861990260243059 0.011302871774144959 0.018860872836934515 0.016346121942680123 0.030555143715651937 0.023479238934516786 0.027115554277856731 0.024987982374548766 0.0026809637524113634 0.017459351209676996 0.015998001764333983 0.01755085053864314 0.034056997691177281 0.021327742460375079 0.0191264286037977 0.031457960414428013 0.022854161677025652 0.024708021136162481 0.01938132985772956 0.03007347859955898 0.027171646374075788 0.020338877822530223 0.028692641337074679 0.0081370366312300477 0.015419996280738023
leaf_weight=58 21 20 59 20 39 70 130 38 63 66 23 525 560 21 113 20 24 21 22 21 25 35 96 28 84 601 26 241 30 21
leaf_count=58 21 20 59 20 39 70 130 38 63 66 23 525 560 21 113 20 24 21 22 21 25 35 96 28 84 601 26 241 30 21
internal_value=0 0.0163389 0.0260288 0.0194878 0.0262489 0.0210898 0.012946 0.0265793 0.0213444 0.026708 0.0258807 0.0261139 0.0258505 0.0101038 0.0161729 0.0230573 0.0239078 0.0276671 0.0270596 0.0268647 0.0249822 0.0186704 0.0261026 0.024721 0.0270864 0.0272646 0.0268883 0.0293484 0.0112858 0.0196328
internal_weight=0 590 2531 306 2472 256 284 2316 156 2278 1223 1179 1113 151 133 186 166 1055 775 754 142 98 121 588 733 711 627 280 50 44
internal_count=3121 590 2531 306 2472 256 284 2316 156 2278 1223 1179 1113 151 133 186 166 1055 775 754 142 98 121 588 733 711 627 280 50 44
is_linear=0
shrinkage=0.00318368


Tree=66
num_leaves=31
num_cat=0
split_feature=1 4 4 2 12 150 1 2 42 4 14 3 13 1 148 3 159 14 156 13 42 48 1 0 47 15 47 15 43 159
split_gain=5424.05 738.43 626.913 495.683 490.459 315.209 307.29 269.842 219.739 200.341 204.981 366.497 152.008 140.918 130.536 125.509 146.3 124.872 105.668 127.589 102.571 100.387 98.6101 84.9501 98.1277 78.6416 76.5237 76.3268 68.3064 67.3078
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 0.14285500000000004 -0.029094999999999999 1.0000000180025095e-35 0.13075500000000004 0.13712500000000002 -0.0060199999999999993 -0.072334999999999997 -0.10708499999999999 0.092670000000000016 -0.079969999999999986 0.16540500000000002 -0.062044999999999996 -0.069009999999999974 0.08154500000000002 0.076175000000000007 -0.0071349999999999998 -0.117405 0.087405000000000024 0.091545000000000015 0.10124500000000002 -0.060129999999999996 0.10670500000000001 -0.12255999999999999 0.089640000000000011 -0.087894999999999987 -0.17390999999999998 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 15 14 9 -1 17 -11 12 -12 -8 -3 26 23 18 -6 -20 -10 -21 25 24 -17 -14 -2 -5 -27 -7
right_child=1 6 -4 27 7 29 13 -9 20 10 11 -13 22 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.023083586906990864 0.026145760550293776 0.0079336103155100285 0.014746025302824694 0.013587044064584374 0.02981811161337275 0.015679499262021064 0.0096906949218697122 0.016803531852450905 0.014496608990496491 0.03024680803776901 0.024346766318736987 0.014159685443114496 0.025566320473197492 0.0022416232193971223 0.015328785256799203 0.018486470779903636 0.012105159737106259 0.028776802471765558 0.018853942126298893 0.024760945194463313 0.02019343246505486 0.018719029372873595 0.017519116412557559 0.016256632658646721 0.025550350984916155 0.026538270368402964 0.020910882939450801 0.0068579067833698494 0.022104285989495074 0.010043626500317763
leaf_weight=58 33 20 59 20 27 48 130 38 63 29 541 32 59 21 113 28 20 54 28 926 35 20 28 27 28 26 50 30 508 22
leaf_count=58 33 20 59 20 27 48 130 38 63 29 541 32 59 21 113 28 20 54 28 926 35 20 28 27 28 26 50 30 508 22
internal_value=0 0.0143579 0.0233414 0.0172336 0.0235466 0.0187343 0.0112595 0.023855 0.0189673 0.0239727 0.0232378 0.0230675 0.0233128 0.00865473 0.0142167 0.0205506 0.0185831 0.0248246 0.0246114 0.0244671 0.0165312 0.0246332 0.0224121 0.0201441 0.0220184 0.0226431 0.0229922 0.00954956 0.0223202 0.0139082
internal_weight=0 590 2531 306 2472 256 284 2316 156 2278 1223 1194 1162 151 133 186 103 1055 1001 974 98 946 621 83 56 593 83 50 534 70
internal_count=3121 590 2531 306 2472 256 284 2316 156 2278 1223 1194 1162 151 133 186 103 1055 1001 974 98 946 621 83 56 593 83 50 534 70
is_linear=0
shrinkage=0.00266816


Tree=67
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 2 3 3 12 457 43 13 15 1 43 13 0 4 15 1 13 49 41 44 3 16 47 15 3 39
split_gain=3786.17 518.797 494.199 313.201 431.885 286.293 235.315 212.225 207.748 168.402 149.687 146.027 137.168 126.699 123.145 113.17 135.454 109.552 90.1182 86.582 114.011 84.2116 82.2685 77.2525 76.7445 72.7556 72.3885 68.5289 67.5447 62.8641
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.11924500000000002 -0.04890499999999999 0.121465 0.31534000000000006 0.076840000000000006 0.088245000000000004 0.091495000000000007 -0.095049999999999982 -0.47860499999999995 -0.24436499999999997 0.13075500000000004 1.0000000180025095e-35 -0.28558999999999996 -0.21861499999999998 0.0082450000000000006 0.13592500000000005 0.089770000000000016 -0.13710499999999998 -0.078034999999999979 0.07677500000000001 0.081805000000000017 -0.13927999999999999 0.013515000000000001 0.10254000000000001 -0.42198999999999992 0.51139500000000016 0.084780000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 10 12 7 13 19 14 -1 28 -2 26 23 -9 -17 18 22 20 -4 -12 24 -6 -10 -26 -3 -7 -8 -23
right_child=1 6 8 -5 9 27 11 15 17 -11 21 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.018929612475463299 0.012514067316949564 0.011174890532621683 0.027593331838128267 0.0095502520860909351 0.022103613117143577 0.015461801057479633 0.0070515917438786491 0.01129874686124208 0.024198879160734703 0.014675236480356886 0.016305320977096856 0.0023698619901552898 0.020574771802178291 0.0075512145688442682 0.017054843198735955 0.011925917648598506 0.019799676744867926 0.019180201026039248 0.015639130767402473 0.017956594109096526 0.02260005124095401 0.0074980483955381606 0.015748941417145404 0.027689908312003037 0.021714814286350997 0.019770237834209062 0.017214312795478311 0.0089530969268411531 0.013163479966274259 0.013419333146209782
leaf_weight=52 20 74 38 30 183 21 32 39 78 29 37 33 103 75 36 26 52 246 22 30 800 25 20 22 690 196 20 33 26 33
leaf_count=52 20 74 38 30 183 21 32 39 78 29 37 33 103 75 36 26 52 246 22 30 800 25 20 22 690 196 20 33 26 33
internal_value=0 0.0129127 0.0210317 0.0183403 0.0189727 0.0168906 0.0110451 0.0123003 0.0215992 0.0210878 0.0150879 0.00710008 0.0192641 0.0102815 0.0218594 0.0152163 0.0171751 0.0208651 0.0212771 0.0226582 0.0228265 0.0129851 0.0214031 0.0227031 0.0215204 0.0212846 0.0124599 0.0114843 0.0097914 0.0108671
internal_weight=0 554 2567 447 417 177 377 286 2120 270 147 91 123 169 241 117 78 1252 1006 868 838 95 984 205 964 886 94 54 58 58
internal_count=3121 554 2567 447 417 177 377 286 2120 270 147 91 123 169 241 117 78 1252 1006 868 838 95 984 205 964 886 94 54 58 58
is_linear=0
shrinkage=0.00281662


Tree=68
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 2 14 44 2 52 150 10 3 123 3 1420 1429 484 133 0 15 51 0 12 1 123 4 43 48 457
split_gain=3090.16 700.616 419.605 254.913 244.173 219.884 184.98 151.263 137.977 126.902 122.39 121.205 117.109 111.383 92.0971 84.1235 108.061 151.487 219.356 76.3167 84.1442 75.62 75.0424 71.3946 63.4204 63.3303 60.4881 59.7046 72.3092 58.9489
threshold=0.10124500000000002 -0.40967499999999996 0.12337000000000002 0.099515000000000006 0.10252500000000002 -1.0000000180025095e-35 0.062655000000000016 0.094585000000000016 0.15109000000000003 0.13389000000000004 0.11456000000000001 -0.014199999999999999 -0.026224999999999995 0.084025000000000016 -0.05647499999999999 -0.083904999999999993 0.084770000000000012 0.073690000000000019 0.085895000000000013 -0.076579999999999995 -0.036009999999999993 0.081440000000000026 -0.11173999999999999 0.11734000000000001 0.14804000000000003 0.11021500000000002 0.40945500000000007 -0.00045499999999999995 0.084670000000000009 0.045365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 12 10 11 13 27 15 24 -3 23 -13 -1 19 -18 -19 21 -21 -17 -23 -5 -4 26 -16 28 -6 -29
right_child=1 2 7 8 9 -7 -8 -9 -10 -11 -12 14 -14 -15 25 16 17 18 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.024770549172230465 0.020259503491094687 0.018444393288453303 0.0073998883679253311 0.019049233956719442 0.0063711715978984991 0.019569855913625065 0.024646521786034506 0.01652573588393863 0.010579319140852229 0.01906237455908397 0.015033536884108842 0.014126634361141347 0.010184980495410913 0.011695636642437696 0.012212209577652726 0.020850535688288933 0.02087451997800599 0.0069964209410257128 0.019994666434581018 0.014624598386327532 0.019517383867305158 0.015536643180051086 0.019893795263329087 0.015360554995145145 0.00089671533255741452 0.0048879942072665933 0.0082717484493769929 0.013889535452343043 0.011927931019788387 0.0094422491381256583
leaf_weight=34 102 21 32 341 36 96 80 23 21 20 39 34 47 21 51 1221 43 23 21 34 236 44 139 51 21 28 93 90 44 35
leaf_count=34 102 21 32 341 36 96 80 23 21 20 39 34 47 21 51 1221 43 23 21 34 236 44 139 51 21 28 93 90 44 35
internal_value=0 0.0131593 0.01208 0.0198621 0.0140378 0.0167362 0.0203184 0.00937938 0.0178501 0.012071 0.0201296 0.00874476 0.0127357 0.0182198 0.00975371 0.0202403 0.0201528 0.0169932 0.0132001 0.020317 0.0189013 0.0205893 0.0188462 0.0185693 0.00482316 0.0088893 0.00966733 0.0113889 0.00942739 0.0126443
internal_weight=0 773 671 2348 389 164 1914 282 434 225 1834 259 68 413 206 1795 1761 87 44 1674 270 1404 183 392 53 172 144 205 80 125
internal_count=3121 773 671 2348 389 164 1914 282 434 225 1834 259 68 413 206 1795 1761 87 44 1674 270 1404 183 392 53 172 144 205 80 125
is_linear=0
shrinkage=0.00290775


Tree=69
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 4 12 3 2 2 50 4 47 14 52 2 3 4 3 0 133 13 151 1 0 2 4 2 1
split_gain=10322.3 1299.15 1138.01 1105.27 722.756 489.636 460.726 424.092 329.552 320.422 282.156 230.789 229.33 220.5 187.377 181.269 169.382 189.856 157.151 333.186 148.854 122.619 150.429 126.238 113.262 105.743 102.081 99.5479 116.913 223.061
threshold=0.10752500000000002 0.13754500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.16363499999999997 0.27044500000000005 0.091625000000000012 -0.11171999999999999 -1.0000000180025095e-35 0.10774000000000002 0.041865000000000006 0.053180000000000012 0.077555000000000013 0.076175000000000007 0.0046550000000000003 0.10381000000000001 -0.0063699999999999989 -0.046564999999999988 0.092670000000000016 0.14486500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.065174999999999983 0.12873500000000002 -0.10011499999999998 0.17025000000000004 -0.50690499999999983 0.087675000000000017 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 -6 -5 14 -1 24 -11 26 20 18 27 16 17 -7 -10 -20 25 -12 -23 -24 -2 -9 -3 -4 -29 -30
right_child=1 11 7 6 5 15 -8 12 13 10 21 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.013887300987821876 0.0098700031434391811 0.0048970407623358282 0.031328039564082297 0.022442465586163314 0.025796596977494684 0.011111778381331882 0.011741715059628111 0.029256254206523141 0.02669788278571604 0.020069219844947139 0.0047099367826421001 0.010258077327311025 0.020023504710413052 0.030815533291903393 0.031184480305934931 0.02118309352792418 0.0090807889439901389 0.019590430384198641 0.023400495435495033 0.011602704792378116 0.017600516509507187 0.0092950608217333107 0.0094990820151759324 0.01787854933510041 0.0037547030871189243 0.023917452676478681 -0.00020884483609024711 0.026070666711096112 0.024743185758283472 0.015595789288863815
leaf_weight=26 39 67 22 113 31 40 41 29 58 31 20 40 137 32 46 22 56 39 96 22 27 72 20 41 54 638 52 797 392 21
leaf_count=26 39 67 22 113 31 40 41 29 58 31 20 40 137 32 46 22 56 39 96 22 27 72 20 41 54 638 52 797 392 21
internal_value=0 0.0112564 0.023957 0.0137208 0.019858 0.0158657 0.0195936 0.0247772 0.0230656 0.0104559 0.0125467 0.00457588 0.0232566 0.0242129 0.0257659 0.0139048 0.0127187 0.0152974 0.0230124 0.0212009 0.0238948 0.0110225 0.0119718 0.0151312 0.00631918 0.0241496 0.0026659 0.0255636 0.0254588 0.0242781
internal_weight=0 590 2531 431 422 188 154 2109 234 277 184 159 831 208 1278 157 135 79 176 118 694 153 133 61 93 667 119 1232 1210 413
internal_count=3121 590 2531 431 422 188 154 2109 234 277 184 159 831 208 1278 157 135 79 176 118 694 153 133 61 93 667 119 1232 1210 413
is_linear=0
shrinkage=0.00273441


Tree=70
num_leaves=31
num_cat=0
split_feature=1 2 12 4 1 12 15 12 1 159 4 0 2 2 11 50 4 15 1 0 47 2 15 4 2 15 12 0 3 15
split_gain=7428.93 932.825 839.195 753.022 579.48 472.231 369.68 367.727 226.882 215.454 189.673 229.254 177.788 172.152 165.606 146.655 145.345 129.895 128.435 127.997 119.747 119.524 118.583 101.136 97.6202 95.4845 95.1928 94.0654 93.5272 87.519
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.08864000000000001 0.085055000000000006 0.024640000000000006 0.095175000000000023 0.13075500000000004 0.084250000000000005 -0.16363499999999997 -0.030209999999999997 0.098035000000000011 0.09358000000000001 1.0000000180025095e-35 0.041865000000000006 0.053180000000000012 -0.081924999999999984 0.12765500000000005 0.14486500000000005 0.077555000000000013 -1.0000000180025095e-35 0.024640000000000006 -0.040589999999999994 0.11177500000000001 -0.037864999999999989 -1.0000000180025095e-35 -0.078904999999999989 0.0022600000000000003 -0.12563999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 12 9 10 14 -5 21 -6 13 20 27 -4 17 19 -3 -7 -9 23 -2 -16 -1 -23 -14 -25 28 -12 -15
right_child=1 15 7 8 6 18 -8 16 -10 -11 11 -13 25 29 22 -17 -18 -19 -20 -21 -22 24 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.025134990548908019 0.009150120955304963 0.0043786851141341 0.022846248012909229 0.011094759171081141 0.021828822468742796 0.021336154990251318 0.026150668846364314 0.021478995397314911 0.0051579140824080782 0.0066453475248978702 0.022963162169993293 0.0041847084683008032 0.021216439638806591 0.015690801746812012 0.023420741053525141 0.0095886542774045336 0.017447429544465529 -0.0030148829471075651 0.013757567237925391 0.014902103884784619 0.029001406523496257 0.019833376229821256 0.029368820126043096 0.022977960359117151 0.013559586906637607 0.0143938167045627 0.016032492813142576 0.012283867268984819 0.015600941434738232 0.0097144135357713629
leaf_weight=49 25 76 1457 120 21 94 21 424 84 37 26 20 31 27 50 30 101 24 21 24 24 32 53 33 47 32 28 21 27 62
leaf_count=49 25 76 1457 120 21 94 21 424 84 37 26 20 31 27 50 30 101 24 21 24 24 32 53 33 47 32 28 21 27 62
internal_value=0 0.0107692 0.0216863 0.0126212 0.0181199 0.0157856 0.0150819 0.0224 0.00865018 0.0123872 0.0139425 0.0130375 0.0215896 0.0141238 0.0230863 0.00421602 0.0204498 0.00260423 0.0199522 0.0211267 0.0233943 0.01443 0.0264814 0.0221709 0.0161009 0.017751 0.0197899 0.0172463 0.0192126 0.0115275
internal_weight=0 590 2531 460 422 256 225 2109 204 141 204 183 197 163 1560 130 549 100 115 448 134 104 103 110 79 63 61 74 53 89
internal_count=3121 590 2531 460 422 256 225 2109 204 141 204 183 197 163 1560 130 549 100 115 448 134 104 103 110 79 63 61 74 53 89
is_linear=0
shrinkage=0.00277058


Tree=71
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 15 12 2 4 4 0 457 3 50 2 47 2 4 15 43 3 0 11 484 15 52 4 4 3 2
split_gain=3403.13 452.845 438.942 375.792 303.051 274.543 186.205 143.075 135.068 123.815 157.903 124.79 105.897 105.662 96.3863 95.7713 92.0836 86.8934 81.2565 80.6352 79.9562 91.5266 77.0652 101.726 113.516 114.982 69.9342 69.9178 132.35 69.1871
threshold=0.10920500000000001 0.13754500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.035560000000000008 0.095175000000000023 -1.0000000180025095e-35 0.27044500000000005 -0.17966999999999997 -0.014954999999999998 0.12052 -0.11171999999999999 0.041865000000000006 0.10981000000000002 0.077555000000000013 0.10252500000000002 0.23246000000000003 -0.41942499999999994 -0.078654999999999989 -0.14847999999999997 -0.030209999999999997 1.0000000180025095e-35 -0.011854999999999999 0.040760000000000005 -0.082554999999999976 -0.0029599999999999995 -0.046564999999999988 0.013900000000000001 0.14753000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 12 9 22 -2 -5 -6 11 16 -1 18 -9 27 26 20 -3 -16 -8 -22 -4 -24 25 -25 -11 -14 -29 -20
right_child=1 13 6 8 5 -7 17 14 -10 10 -12 -13 15 -15 19 -17 -18 -19 29 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0114813524583519 0.0064234776997695118 0.0073941636827151644 0.017490490169867704 0.015955095582077007 0.017718552330832072 0.02064422206108921 0.019165580167600036 0.014887002692344969 0.010198291404422471 0.011912563553381755 0.0045918551746295709 0.0055702365430370061 0.019049402235005709 0.0094869479055888148 0.0051670663483070131 0.02208665951516299 0.010407401249802379 0.011304872544342684 0.0070827532672654214 0.010545789778309209 0.016139205666961594 0.012136791896740728 0.024082162051261478 0.01966982454843225 0.022025687924044302 0.011302857097763323 0.016662186230573049 0.017396501514092562 0.010752493926995713 0.0013998541840370736
leaf_weight=23 88 44 1459 105 20 25 53 29 38 41 24 20 53 40 23 26 76 27 20 112 433 43 28 23 32 22 44 65 30 55
leaf_count=23 88 44 1459 105 20 25 53 29 38 41 24 20 53 40 23 26 76 27 20 112 433 43 28 23 32 22 44 65 30 55
internal_value=0 0.00953655 0.0166871 0.0110374 0.0143308 0.0124184 0.017184 0.00911492 0.0144253 0.0115044 0.0108982 0.0117344 0.0167578 0.00580798 0.0105591 0.0174553 0.0125001 0.0158834 0.00457135 0.00962941 0.0161171 0.0157776 0.0176463 0.0198113 0.0182583 0.0155793 0.0143712 0.0166417 0.0152984 0.00291529
internal_weight=0 554 2567 395 447 250 2120 252 143 225 205 181 197 159 164 174 161 556 119 135 529 476 1564 105 77 45 85 148 95 75
internal_count=3121 554 2567 395 447 250 2120 252 143 225 205 181 197 159 164 174 161 556 119 135 529 476 1564 105 77 45 85 148 95 75
is_linear=0
shrinkage=0.00261651


Tree=72
num_leaves=31
num_cat=0
split_feature=1 12 1 3 4 4 14 4 40 51 12 3 0 1 14 2 42 50 4 475 39 16 14 160 49 13 4 51 0 15
split_gain=2773.21 658.511 360.069 269.149 221.398 191.105 159.156 148.847 139.175 138.837 122.957 114.567 156.373 113.551 101.52 90.3178 87.413 86.9501 86.3156 83.3153 104.001 83.2294 78.3374 78.1489 77.1051 66.3776 72.8923 57.7767 56.993 61.2942
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.41379000000000005 0.04735000000000001 -0.10708499999999999 -0.17966999999999997 -0.065969999999999987 -0.091239999999999974 -0.42850999999999995 -0.14186499999999996 -0.067094999999999988 0.093575000000000019 0.062655000000000016 0.14122000000000004 -0.021469999999999996 0.077545000000000017 0.40124500000000002 -0.029109999999999997 0.10732000000000001 -0.10850999999999998 -0.46413499999999996 -0.081069999999999989 -0.087004999999999985 -0.085384999999999975 -0.082769999999999982 0.082455000000000014 -0.095504999999999993 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 8 11 -4 -8 -2 -9 -5 17 25 -11 19 -10 -15 27 21 -1 -21 -7 -6 -14 -18 -13 -27 -3 -24 -30
right_child=3 5 6 10 22 18 7 9 15 13 -12 12 23 16 -16 -17 24 -19 -20 20 -22 -23 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.010691567441335795 0.0075577623582257373 0.020038285384613479 0.018419952459067055 0.0087579173650707068 0.012303286166996337 0.017229546104891809 0.016834801662873624 0.0038825717337304757 0.015458227624864693 0.015947682461747902 0.0018248523549672167 0.019002767310405577 0.0097244672543891891 0.016260659472885467 0.023457308925312097 0.0085893655274234294 0.015123889807773771 0.024464363601749198 0.010911361988803577 0.018076253252202131 0.010976299396034013 0.013726744100223606 0.010005943278846329 0.015792265783516977 0.0092239339715035253 0.018804623130945861 0.017127834083553686 0.0148633239445229 0.0064472968871603529 0.0007747823857200682
leaf_weight=20 39 110 32 34 22 156 40 24 86 40 67 403 21 21 20 21 22 34 35 136 21 97 27 172 174 318 813 23 71 22
leaf_count=20 39 110 32 34 22 156 40 24 86 40 67 403 21 21 20 21 22 34 35 136 21 97 27 172 174 318 813 23 71 22
internal_value=0 0.0168036 0.0138999 0.00832958 0.00979227 0.0175355 0.0121051 0.0114755 0.0123598 0.0107126 0.00415876 0.0178782 0.0176511 0.0113505 0.017116 0.0141101 0.0105031 0.0202267 0.0152819 0.0163995 0.0171266 0.0158866 0.00715237 0.015132 0.00988617 0.017968 0.0175993 0.0191434 0.00620803 0.00510541
internal_weight=0 2732 550 389 288 2182 353 321 146 281 101 1894 1727 257 197 107 217 167 288 177 157 253 142 193 196 1534 1131 133 120 93
internal_count=3121 2732 550 389 288 2182 353 321 146 281 101 1894 1727 257 197 107 217 167 288 177 157 253 142 193 196 1534 1131 133 120 93
is_linear=0
shrinkage=0.00296937


Tree=73
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 14 2 2 124 39 2 2 34 4 1 52 13 15 3 160 3 3 4 48 4 12 150 475 15
split_gain=6861.69 1236.79 775.471 634.53 510.722 477.001 319.784 271.516 252.048 202.555 197.082 183.828 174.757 137.536 124.353 132.62 142.735 121.858 121.238 134.51 295.556 120.01 119.682 167.251 116.533 108.509 103.878 93.1509 89.3156 74.1403
threshold=0.104035 -0.40967499999999996 0.13657000000000002 0.27834500000000006 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.14960000000000004 0.11474000000000002 -0.077709999999999987 0.08456000000000001 -0.0091949999999999983 0.17025000000000004 -0.028109999999999996 -0.17966999999999997 0.11392000000000001 -0.024714999999999997 -1.0000000180025095e-35 0.024640000000000006 -0.12018999999999998 -0.020569999999999995 -0.14186499999999996 0.092670000000000016 -0.031404999999999995 0.085700000000000012 0.24564500000000003 0.086505000000000012 1.0000000180025095e-35 -0.066784999999999983 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 10 9 25 -7 18 -12 13 -4 -3 16 24 -15 19 20 -1 -20 26 -24 -16 -6 -21 -18 -11 -23
right_child=1 2 12 -5 8 7 -8 -9 -10 28 11 -13 -14 17 15 -17 27 -19 21 22 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012654180328511601 0.022323722162499237 0.017444486224682813 0.0036496978319772847 0.010418243869799452 0.021813135650645969 0.01443497318294335 0.027171644616784851 0.011804901731680386 0.012067649770865743 0.023600784562095179 0.011966234292712315 0.020783867069665632 0.0032798616982802555 0.0080596421149527284 0.0063980994065273656 0.0097047309910005108 0.017748966571864474 0.013859451117778662 0.028975783292673449 0.023198701385442763 0.023953822299101802 0.023723203349879252 0.022511855284987243 0.014011645568995252 0.013060017458139719 0.016202745427982296 0.021344295542633604 0.012304912858626853 0.020109220599752283 0.022282044096421094
leaf_weight=30 76 22 25 30 59 36 83 26 36 52 21 47 49 61 27 150 43 35 20 348 27 358 30 27 40 33 397 35 333 565
leaf_count=30 76 22 25 30 59 36 83 26 36 52 21 47 49 61 27 150 43 35 20 348 27 358 30 27 40 33 397 35 333 565
internal_value=0 0.0128942 0.0117289 0.0217427 0.0134486 0.0218843 0.0224127 0.0195754 0.0176258 0.0200553 0.0222015 0.0180608 0.0072275 0.00882613 0.0117619 0.0113381 0.0130278 0.0101742 0.0223577 0.0216844 0.0180066 0.0229711 0.0219458 0.0184854 0.0103754 0.0198007 0.0222105 0.0153061 0.0205808 0.022841
internal_weight=0 691 615 2430 445 2400 1953 447 128 421 1870 68 170 121 317 295 145 96 1802 859 57 943 802 57 67 92 745 78 385 923
internal_count=3121 691 615 2430 445 2400 1953 447 128 421 1870 68 170 121 317 295 145 96 1802 859 57 943 802 57 67 92 745 78 385 923
is_linear=0
shrinkage=0.00247771


Tree=74
num_leaves=31
num_cat=0
split_feature=1 52 3 52 2 48 123 2 133 133 0 14 4 2 52 124 13 51 15 0 4 4 16 4 0 40 4 0 16 12
split_gain=2540.19 582.974 351.515 271.758 212.094 152.689 170.323 149.803 177.729 143.278 143.802 143.116 122.829 120.338 96.138 93.5 76.0952 75.7045 73.5265 117.321 91.9457 73.3875 75.2043 72.3316 75.905 89.9181 91.8041 106.627 81.3929 66.2663
threshold=0.10124500000000002 -0.43320999999999993 0.31370500000000007 0.19022000000000003 0.099515000000000006 0.14925000000000002 0.084025000000000016 0.10252500000000002 -1.0000000180025095e-35 0.085635000000000003 1.0000000180025095e-35 0.062655000000000016 0.27044500000000005 0.14960000000000004 0.048770000000000008 -0.043384999999999993 -0.0013449999999999996 0.0038750000000000004 -0.21699999999999997 -0.11173999999999999 0.061775000000000004 -0.010384999999999998 -0.078844999999999985 0.0067750000000000006 -0.085669999999999982 -0.081029999999999977 -0.49013999999999996 -0.065229999999999996 0.25084500000000004 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 11 6 7 9 -9 10 -3 12 18 15 -4 -6 -10 -18 -1 20 -20 -5 -23 24 -21 -26 28 -28 -27 -17
right_child=1 2 14 21 13 -7 -8 8 16 -11 -12 -13 -14 -15 -16 29 17 -19 19 23 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.018470228566273745 0.015488124094924468 0.015233574338648559 0.0020443983861818641 0.017795337168359165 0.009127050762476949 0.0018283222885111729 0.0064297764068471496 0.0030328324253406911 0.0071488515155738331 0.0075518597742530481 0.0075485608292691787 0.018713270044319771 0.0084879079058864122 0.0075845575609320591 0.0075279972334068267 0.015203033205052379 0.0096447920840576993 0.014887378564755024 0.010754407831185904 0.016190762002133464 0.016089950664183162 0.015695019206798107 0.0083754635588683766 0.013039465015128818 0.0093431569308624791 0.020891093630073746 0.015057841780480346 0.011052361618562531 0.014952085232602901 0.01293091047701506
leaf_weight=46 94 82 69 26 32 23 144 36 59 38 22 80 20 26 34 157 80 26 76 530 33 20 20 101 20 35 892 50 31 219
leaf_count=46 94 82 69 26 32 23 144 36 59 38 22 80 20 26 34 157 80 26 76 530 33 20 20 101 20 35 892 50 31 219
internal_value=0 0.00925839 0.00839596 0.00920805 0.0148367 0.00854853 0.00886591 0.00988866 0.00840607 0.0119873 0.0136079 0.0152187 0.0150663 0.0131521 0.00385452 0.0135069 0.00957841 0.0109307 0.0151388 0.0150521 0.0123698 0.0143044 0.0120352 0.0152284 0.0153703 0.0149473 0.0150584 0.0148452 0.0181016 0.0138796
internal_weight=0 773 679 576 2348 510 487 343 201 142 104 1914 1834 434 103 408 165 106 1814 1768 109 66 40 1659 1558 1028 1008 942 66 376
internal_count=3121 773 679 576 2348 510 487 343 201 142 104 1914 1834 434 103 408 165 106 1814 1768 109 66 40 1659 1558 1028 1008 942 66 376
is_linear=0
shrinkage=0.00266909


Tree=75
num_leaves=31
num_cat=0
split_feature=1 1 12 4 12 47 2 123 457 14 14 1 4 15 2 2 15 3 41 0 52 4 4 16 1456 133 34 2 13 31
split_gain=7215.07 1258.76 769.526 643.876 496.903 388.306 350.292 264.61 264.404 273.98 245.021 232.359 217.681 186.696 169.851 152.621 133.028 132.289 129.576 127.584 140.669 112.61 102.93 95.9488 90.425 81.6172 80.8969 97.9843 93.2222 85.7246
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 0.27834500000000006 -0.029094999999999999 0.085505000000000012 0.13712500000000002 0.088205000000000019 0.29113500000000009 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.27834500000000006 0.024640000000000006 0.17025000000000004 0.094835000000000017 -0.053579999999999996 0.149315 1.0000000180025095e-35 -0.13027499999999997 -0.077024999999999996 0.0082450000000000006 -0.49013999999999996 0.10246000000000001 0.056325000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13404500000000005 -1.0000000180025095e-35 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 4 11 14 8 17 9 10 -6 15 -4 18 26 -1 -17 -7 19 20 -12 24 -15 -2 -21 -24 29 28 -28 -3
right_child=1 5 12 -5 6 7 -8 -9 -10 -11 13 -13 -14 22 -16 16 -18 -19 -20 21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.026850704710887768 0.011716967177545863 0.0076909668905208953 0.022537649161080458 0.010763569829424632 0.031780655095842214 0.019921918853266125 0.014699468440360628 0.0044137932910457162 0.01334206956673238 0.028699746406302025 0.012328875326929821 0.013667684446132125 0.014247435591361863 0.030534917096315537 0.0007884581431884082 0.022230336884548226 0.012681049794255238 0.011001175700106426 0.017309534316027303 0.023036058666812822 0.021714251577311282 0.021048239123747058 0.024862800879647221 0.018345964822195512 0.025878731229858652 0.023216327969159747 0.0080137914105073184 0.0059932070698100418 0.015692623355648416 -0.00076912673198804794
leaf_weight=26 206 20 119 36 29 35 38 21 21 86 20 63 34 21 46 29 21 23 39 654 40 209 523 20 109 484 33 74 22 20
leaf_count=26 206 20 119 36 29 35 38 21 21 86 20 63 34 21 46 29 21 23 39 654 40 209 523 20 109 484 33 74 22 20
internal_value=0 0.0122108 0.0156913 0.0228934 0.0230745 0.00772408 0.0233988 0.0132023 0.0235467 0.0236435 0.0234391 0.017771 0.0206954 0.0233239 0.00571114 0.0211724 0.0182196 0.0163844 0.0224796 0.022675 0.0185858 0.0229274 0.0242035 0.0123036 0.0234422 0.0240714 0.00705105 0.00816426 0.0110853 0.00346092
internal_weight=0 673 379 2448 2412 294 2273 79 2235 2214 2128 139 153 2099 215 76 50 58 1071 1032 60 972 1028 226 763 1007 169 129 55 40
internal_count=3121 673 379 2448 2412 294 2273 79 2235 2214 2128 139 153 2099 215 76 50 58 1071 1032 60 972 1028 226 763 1007 169 129 55 40
is_linear=0
shrinkage=0.0028895


Tree=76
num_leaves=31
num_cat=0
split_feature=1 12 1 2 4 12 15 3 1375 43 3 376 49 41 3 4 15 4 15 11 2 16 47 43 13 3 3 13 15 158
split_gain=2447.96 570.612 309.435 226.046 176.375 155.653 147.135 140.651 126.156 126.272 124.165 110.98 98.5331 96.963 96.2803 95.1745 92.1231 79.0334 75.987 75.6939 90.2034 92.5881 75.5896 75.4493 115.052 75.2446 75.062 159.634 67.3503 61.3492
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.17025000000000004 0.40945500000000007 0.092550000000000007 0.050935000000000008 0.30112000000000005 -0.15308499999999997 -0.078139999999999973 0.11924500000000002 0.080200000000000007 -0.020744999999999996 0.077300000000000021 -0.11171999999999999 -0.011884999999999998 -0.43375999999999998 0.51303500000000013 -0.092919999999999989 1.0000000180025095e-35 0.10188000000000001 0.062650000000000025 0.077555000000000013 -0.11720999999999999 -0.0072999999999999992 -0.061964999999999992 -0.10217499999999997 -0.0082249999999999979 -0.026084999999999994 0.07968500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 19 8 11 -4 23 12 28 -11 15 -1 18 17 -6 -7 26 21 -21 29 -10 -25 -20 27 -3 -2 -16
right_child=3 5 6 -5 16 13 -8 -9 9 10 -12 -13 -14 -15 22 -17 -18 -19 25 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0093477983388147896 0.013916421170627608 0.0061714935852497411 0.0029085331021133209 0.0017214411714166153 0.012022475525471947 0.020170418603372653 0.016902412548584416 0.0043780812784910954 0.012793815301988191 0.0099548957395821248 0.008167667916823787 0.005672233638007603 0.015102499783773368 0.008167145636210767 0.013863743638237801 0.013000311167120721 0.0031892309691535126 0.0061022532781761646 0.015208879549609962 0.017817159119948595 0.013231699383506462 0.024951536367553668 0.020044894614547507 0.0088050821567316005 0.0018035688390426671 0.011213802057034962 0.015756942399626859 0.016233347160986934 0.0089825770928370421 0.018491264588710001
leaf_weight=23 76 21 20 58 24 23 26 30 22 47 55 24 85 21 119 267 67 78 444 57 23 20 26 72 26 42 1231 33 32 29
leaf_count=23 76 21 20 58 24 23 26 30 22 47 55 24 85 21 119 267 67 78 444 57 23 20 26 72 26 42 1231 33 32 29
internal_value=0 0.014566 0.011969 0.00691672 0.00782707 0.0152206 0.0103705 0.00995411 0.00985109 0.0103034 0.0117691 0.0112214 0.0132696 0.0142161 0.0148335 0.0143798 0.00578813 0.00749525 0.0151034 0.0157986 0.0181894 0.0196702 0.0155586 0.00801936 0.00694754 0.0148636 0.0156125 0.0123204 0.0124545 0.0147705
internal_weight=0 2732 550 389 331 2182 353 162 327 307 187 132 132 797 197 776 169 102 509 1385 100 77 174 120 98 486 1285 54 108 148
internal_count=3121 2732 550 389 331 2182 353 162 327 307 187 132 132 797 197 776 169 102 509 1385 100 77 174 120 98 486 1285 54 108 148
is_linear=0
shrinkage=0.00285289


Tree=77
num_leaves=31
num_cat=0
split_feature=1 4 4 12 2 150 149 457 1 2 44 4 0 402 14 13 16 2 1 40 13 16 156 0 0 16 147 0 0 4
split_gain=2540.49 369.117 331.527 270.22 242.521 198.81 193.892 158.223 148.67 146.951 137.755 132.898 111.638 110.024 99.5008 85.451 80.5235 77.2219 94.8261 79.3443 75.9909 74.5061 73.9582 77.4575 73.8086 65.0672 62.8416 62.091 141.758 70.247
threshold=0.10920500000000001 0.27287000000000006 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.076925000000000007 0.07770500000000001 0.29113500000000009 0.16540500000000002 0.13712500000000002 0.081805000000000017 -0.072334999999999997 -0.046359999999999991 0.084450000000000011 -0.45687499999999998 -0.083364999999999981 -0.090764999999999985 0.10005000000000001 0.094090000000000021 -0.055059999999999991 -0.17933499999999997 -0.44310499999999992 -0.0071349999999999998 -0.085669999999999982 -0.18113999999999997 -0.5335399999999999 0.092070000000000013 -0.10836499999999999 -0.14832499999999996 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 5 -2 8 9 14 10 11 20 15 16 -3 -13 -1 18 -18 -19 -5 -17 -22 -24 -16 26 -4 28 -23 -29
right_child=1 6 25 7 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 24 21 17 19 -20 -21 22 27 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.015029657594500995 0.013889647565993861 0.0093773949163811036 0.0037225270727361541 0.011264643717825863 0.0047397273847787393 0.0075364386009546527 0.014112692578928287 0.0078595607785656267 -0.0027018892890648687 0.010125842522933755 0.023132252753748583 0.016600893593016339 0.0085858302835652121 0.018175477987319159 0.0082304655663875629 0.019504717350879639 0.017310660776735345 0.010006106605927805 0.0092094870841129082 0.0022748520846855901 0.021694796440013025 0.015162542737752046 0.018221944985599425 0.016327583249508674 0.0035656819649783401 0.013210826151927016 0.010901817790834425 0.01549617561588458 0.0059627818059871723 0.013016203292331862
leaf_weight=35 166 54 26 22 50 63 24 22 21 38 26 423 22 23 41 31 21 32 37 20 30 44 275 735 135 22 20 505 24 134
leaf_count=35 166 54 26 22 50 63 24 22 21 38 26 423 22 23 41 31 21 32 37 20 30 44 275 735 135 22 20 505 24 134
internal_value=0 0.0083477 0.0155375 0.015718 0.0108153 0.0121418 0.00584422 0.0159868 0.00505361 0.0160643 0.0161636 0.0160829 0.015381 0.0119883 0.00576172 0.0155098 0.0110069 0.00972698 0.0121427 0.00703255 0.0168649 0.0148843 0.0169833 0.0168434 0.00465236 0.00890383 0.00684396 0.0146818 0.0119156 0.0149761
internal_weight=0 554 2567 2499 279 229 275 2331 251 2309 2271 2245 1183 168 230 1161 145 110 58 52 1062 738 1040 1010 176 68 46 707 68 639
internal_count=3121 554 2567 2499 279 229 275 2331 251 2309 2271 2245 1183 168 230 1161 145 110 58 52 1062 738 1040 1010 176 68 46 707 68 639
is_linear=0
shrinkage=0.00304495


Tree=78
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 1 14 2 4 2 49 1 1 0 4 1 50 40 1 1 15 1 157 0 12 133 47
split_gain=13429.8 2135.49 1137.13 953.346 768.249 685.183 568.096 540.917 418.809 382.314 380.879 363.011 324.796 263.333 168.643 150.542 149.49 154.529 143.532 133.724 125.213 115.197 111.706 105.022 103.732 93.2682 89.6166 88.9213 88.1433 87.9396
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.10497000000000002 -0.062539999999999984 0.091265000000000013 -0.054984999999999992 0.089875000000000024 0.12958500000000003 0.18019500000000002 -0.013125 0.086455000000000018 0.041865000000000006 -0.078554999999999986 0.12811000000000003 0.13075500000000004 -0.089964999999999976 0.14754500000000001 -0.0041249999999999993 -0.030209999999999997 0.092550000000000007 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 9 -4 12 15 -12 14 -2 -1 -8 17 25 27 23 -3 -13 28 24 -6 -14 -7 -19 -5 -15
right_child=1 4 8 22 19 26 10 -9 -10 -11 11 21 16 29 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020335918440296481 0.0093088123350699211 0.0039352698202864342 0.017631545804300555 0.0046418033534386983 0.0017761508952920848 0.014232463587054 0.017954627348887725 0.0083502128120235726 0.007474226272667246 0.0243344427850446 0.014906990684521181 0.0061592431189985046 0.021669874706528661 0.019990486566917275 0.018335940233858317 0.0092904113818756198 0.011756916814474504 0.018931462613713888 0.011896122612680417 0.0034351346072700783 -0.0014025601797734335 0.0013049770860857624 0.0024033538113161666 -0.0069965967285834556 -0.0042162991020927073 0.018685791735891452 0.007768247236195536 0.01640046599071349 0.010508073916284924 0.016010372060844956
leaf_weight=1158 23 45 34 22 33 20 24 24 63 85 24 137 69 58 286 20 20 134 27 26 51 33 24 22 30 327 28 173 38 63
leaf_count=1158 23 45 34 22 33 20 24 24 63 85 24 137 69 58 286 20 20 134 27 26 51 33 24 22 30 327 28 173 38 63
internal_value=0 0.00709621 0.0188604 0.0129005 0.00412233 0.0191833 0.00588899 0.0193651 0.0110345 0.0194811 0.00782087 0.00641571 0.0192931 0.0165431 0.0199398 0.0140163 0.0180479 0.0182202 0.0170518 -0.00119358 0.00109955 0.00521694 0.00665604 -0.00260942 -0.0010774 0.0192057 0.0104617 0.0175052 0.00835711 0.0179182
internal_weight=0 673 2448 228 445 2351 334 2303 97 2279 238 194 2194 144 1444 44 750 730 334 111 96 170 84 85 63 396 48 307 60 121
internal_count=3121 673 2448 228 445 2351 334 2303 97 2279 238 194 2194 144 1444 44 750 730 334 111 96 170 84 85 63 396 48 307 60 121
is_linear=0
shrinkage=0.00233236


Tree=79
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 47 2 123 4 14 124 2 0 1 159 150 2 0 11 3 123 457 1 12 42 0 15 3 4 2
split_gain=5452.75 995.258 571.025 523.205 378.595 275.106 244.497 218.503 196.524 179.764 173.63 145.509 243.246 140.345 96.8414 169.861 146.844 94.2208 118.728 93.5627 93.111 73.928 89.2 72.7895 69.9765 103.112 212.785 65.3078 63.6331 62.222
threshold=0.104035 0.12337000000000002 0.087215000000000015 0.27834500000000006 0.091265000000000013 0.085505000000000012 0.14285500000000004 0.089295000000000013 -0.0070899999999999991 0.062655000000000016 -0.080389999999999989 -0.0050599999999999994 -0.074479999999999977 0.16540500000000002 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 0.18019500000000002 1.0000000180025095e-35 0.149315 0.084025000000000016 0.080930000000000016 0.084525000000000003 0.10016000000000001 0.086555000000000007 -0.10324499999999999 -0.12255999999999999 -0.0069549999999999994 -0.50940999999999981 0.13754500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 9 13 10 19 -4 11 20 12 -1 29 15 16 27 18 21 -7 -6 -12 -23 -10 25 26 -13 -2 -27 -3
right_child=1 5 8 -5 6 7 -8 -9 23 -11 17 24 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.019474902091220592 0.012614625105695823 0.0063693519340753133 0.018920295969661424 0.0069774653822647541 0.015157391511388894 0.015016320155790956 0.010113247967956767 0.0026584766262841343 0.015595521086371409 0.022650826606285833 0.017012929150649888 0.023287690560634251 0.009086004981410014 -0.0017379050641555972 0.0070200653971339479 0.0079852650064568785 0.0089972094693923799 0.011495360611121675 0.02031822568953329 0.0084117908794146389 0.008316800547621175 0.017237594591797425 0.009782252559150266 0.010915872136989848 0.017698298351373518 0.023470451462387503 0.014183282815272239 0.018386289229063515 0.01906068530670994 0.003443792687879197
leaf_weight=30 23 108 73 30 30 36 39 20 43 65 641 22 29 22 69 82 34 20 69 23 23 21 21 44 499 22 71 29 798 85
leaf_count=30 23 108 73 30 30 36 39 20 43 65 641 22 29 22 69 82 34 20 69 23 23 21 21 44 499 22 71 29 798 85
internal_value=0 0.00945024 0.012092 0.0175934 0.0177261 0.00588302 0.0163715 0.00996491 0.0158255 0.018488 0.0166674 0.0183041 0.0143685 0.00438316 0.00957139 0.0106193 0.0131307 0.0169748 0.0171206 0.0124417 0.0121888 0.0167975 0.0135099 0.0132288 0.0184685 0.0188895 0.016337 0.0158334 0.019179 0.00508089
internal_weight=0 691 397 2430 2400 294 864 79 160 1536 825 1471 59 215 237 168 86 772 752 59 53 683 42 87 1412 913 93 52 820 193
internal_count=3121 691 397 2430 2400 294 864 79 160 1536 825 1471 59 215 237 168 86 772 752 59 53 683 42 87 1412 913 93 52 820 193
is_linear=0
shrinkage=0.00255788


Tree=80
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 2 150 1 4 4 14 124 47 52 123 14 47 16 16 1 15 123 159 0 1 52 475 4 15
split_gain=2685.06 587.667 354.603 297.237 240.224 218.861 144.936 137.716 108.599 105.454 100.083 97.6893 92.6096 85.6252 85.6007 71.8862 92.5718 81.477 109.183 69.29 76.8635 68.7649 64.8563 60.0649 78.2976 59.7134 60.8823 66.4441 58.5801 57.5423
threshold=0.10312500000000001 -0.43320999999999993 0.13657000000000002 0.40124500000000002 0.088105000000000003 0.091265000000000013 0.14285500000000004 0.088985000000000009 0.16773500000000005 -0.17966999999999997 0.41257000000000005 0.062655000000000016 -0.076779999999999987 0.13011000000000003 -0.077024999999999996 0.10695000000000002 -0.23083499999999998 0.090100000000000013 -0.52595999999999987 -1.0000000180025095e-35 0.11551000000000002 -0.076244999999999993 0.084025000000000016 0.030370000000000005 -0.091069999999999984 0.089875000000000024 0.31359500000000001 -0.088274999999999978 0.50996500000000011 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 11 12 10 13 -3 -6 25 22 14 -4 16 28 19 -19 20 21 -18 -7 29 -25 26 27 -1 -11 -14
right_child=1 2 8 -5 7 6 -8 -9 -10 15 -12 -13 23 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.01184884974569206 0.015724471770439844 0.013302552061570036 -0.0012434926280479712 0.0041471359654305269 0.014743678421410359 0.01301211305916586 0.008216546055755912 0.0049212448230337436 -0.0019370932582959616 0.014448516653982354 0.0087511572434804414 0.019000840626609963 0.013212946722597948 0.010423625095148284 0.0050313752684335508 0.0019332958741167267 0.0062055813782088704 0.0056692665622350312 0.015257351431061756 0.0017798306970950254 0.0040263204380661024 0.010829570165974326 0.0065810478898621575 0.019848502906932818 0.014550904168644546 0.014191683907029306 0.012141243142981772 0.015910589289406286 0.0077453105795702339 0.01501634343221296
leaf_weight=35 82 24 22 22 88 31 39 20 23 23 32 65 410 20 109 22 68 20 20 29 62 45 23 34 76 292 40 1090 21 234
leaf_count=35 82 24 22 22 88 31 39 20 23 23 32 65 410 20 109 22 68 20 20 29 62 45 23 34 76 292 40 1090 21 234
internal_value=0 0.00840568 0.00747954 0.0147638 0.00878008 0.0148624 0.0136801 0.0119708 0.00393668 0.00744267 0.0131457 0.0155203 0.0139438 0.00483136 0.00397758 0.006989 0.0073752 0.0066766 0.0104633 0.0059341 0.00662253 0.00804699 0.010273 0.0142067 0.0161883 0.015365 0.0156591 0.0157842 0.0112493 0.0138682
internal_weight=0 730 648 2391 474 2369 847 140 174 334 120 1522 808 151 131 310 288 244 40 204 175 113 54 754 110 1457 1165 1125 44 644
internal_count=3121 730 648 2391 474 2369 847 140 174 334 120 1522 808 151 131 310 288 244 40 204 175 113 54 754 110 1457 1165 1125 44 644
is_linear=0
shrinkage=0.00290172


Tree=81
num_leaves=31
num_cat=0
split_feature=1 12 1 10 3 4 4 14 52 51 4 16 1 12 3 1 49 16 4 47 3 49 4 4 158 4 3 1 39 52
split_gain=2179.12 537.821 270.515 204.896 178.303 175.982 139.923 127.405 119.438 111.874 116.094 108.148 96.3615 94.5941 84.7645 79.7596 77.4604 76.3633 73.7648 71.5962 71.567 68.8308 66.8437 82.43 63.9129 63.2856 108.731 57.3767 51.3629 49.3173
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 -1.0000000180025095e-35 0.30112000000000005 0.42051500000000003 0.04735000000000001 -0.10708499999999999 -0.40967499999999996 -0.08824499999999999 0.26450500000000005 -0.11227499999999999 0.094090000000000021 0.086700000000000013 -0.11171999999999999 0.15022500000000003 0.14321000000000003 -0.072359999999999994 -0.15289999999999995 0.077555000000000013 -0.13927999999999999 -0.063424999999999981 -0.10429499999999998 -0.42529999999999996 0.080150000000000013 -0.046564999999999988 0.013900000000000001 0.12165500000000001 0.056590000000000008 -0.089199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 15 5 16 13 -4 -9 18 11 -11 -13 -3 -1 -2 21 -15 -10 25 -19 -5 23 -22 -8 -16 -27 -7 -12 -14
right_child=3 6 7 4 -6 27 24 8 9 10 28 12 29 17 19 -17 -18 20 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0076489460457613012 0.0030189058044746801 0.014496663132133165 0.01404457048305835 0.0064178938163911431 0.0027070590840769927 0.0090842022734156889 0.01058522521934383 0.014490033741379586 0.0074556201832847065 0.015160352340326769 0.0068062690702809184 0.013017765423135741 0.010899168219681179 0.013884813119094001 0.015198871470399491 -0.0035259270521051851 0.0055193423670983396 0.014802462428301126 4.522763129508914e-05 0.017831541407305303 0.012209821869848484 0.012066660892007135 0.012416803352210636 0.0046817672983675007 0.013582487811377329 0.013383284994381961 0.0068243794097976006 0.0036592942670213074 0.00147933713317248 0.0066202263875625262
leaf_weight=23 62 590 32 22 76 20 208 22 20 24 49 33 28 586 53 20 27 95 24 26 27 86 575 21 80 65 30 76 21 100
leaf_count=23 62 590 32 22 76 20 208 22 20 24 49 33 28 586 53 20 27 95 24 26 27 86 575 21 80 65 30 76 21 100
internal_value=0 0.0126336 0.0101152 0.0054245 0.00649341 0.00773913 0.0132684 0.00862213 0.00808158 0.00761005 0.00833415 0.00951694 0.00867569 0.0135498 0.0127905 0.00142261 0.00983666 0.0131215 0.00341359 0.0134701 0.0124984 0.010916 0.0121471 0.0089163 0.0114178 0.012704 0.0113121 0.00478948 0.00520819 0.00755624
internal_weight=0 2732 550 389 307 231 2182 353 321 299 255 185 161 1894 197 82 135 1304 44 174 718 108 623 48 288 148 95 96 70 128
internal_count=3121 2732 550 389 307 231 2182 353 321 299 255 185 161 1894 197 82 135 1304 44 174 718 108 623 48 288 148 95 96 70 128
is_linear=0
shrinkage=0.00284978


Tree=82
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 2 4 1 14 2 2 4 2 2 131 2 15 52 457 12 130 14 123 1 1 4 1 0 52
split_gain=7542.1 1251.9 781.859 696.37 546.784 440.062 344.582 280.127 278.195 267.017 232.264 203.645 188.63 161.038 156.444 144.638 184.222 136.136 126.246 98.6224 107.527 95.3212 90.3279 87.1245 82.1805 78.4211 76.5788 74.8614 69.8673 63.7806
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.40473500000000007 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.089775000000000008 -0.15289999999999995 0.094835000000000017 0.10045500000000002 0.086835000000000009 0.31358000000000003 -0.053579999999999996 -0.56022499999999986 0.080930000000000016 0.086915000000000006 -0.076894999999999977 0.097795000000000007 0.09338500000000001 0.12873500000000002 0.085345000000000018 -0.036839999999999991 0.11453000000000001 -0.098289999999999975 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 8 10 6 9 27 13 11 24 25 -12 -1 -14 16 -4 -15 -13 -20 -21 -16 -11 -23 -3 29 -2 -6 -27 -5
right_child=1 2 15 5 7 -7 -8 -9 -10 22 12 18 14 17 21 -17 -18 -19 19 20 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.018862734104146312 0.018040506683074775 0.0071216226744223619 0.0039227215233722194 0.017680620690177416 0.017145688746233224 0.0084687873353044944 0.0107013935461036 0.0085597369253223466 0.0092334578600670181 0.021457824089704262 0.014706264136422894 0.019174009627938509 0.013097430470834491 0.015463458276454524 0.003501019096750851 0.0079539597986166017 -0.002409228278827156 0.0087903470415264199 0.015961357433162574 0.0099826647861964435 0.016064913055744701 0.0086899064967959627 0.016589886066440653 0.0044901958773318779 0.0034653769419955649 0.014150370056093811 0.013672267028954556 0.013252079776027622 0.01681873644671382 0.014213774440204253
leaf_weight=26 50 46 82 846 32 26 37 46 69 67 20 47 24 30 20 24 24 21 745 24 23 151 20 23 54 44 24 53 401 22
leaf_count=26 50 46 82 846 32 26 37 46 69 67 20 47 24 30 20 24 24 21 745 24 23 151 20 23 54 44 24 53 401 22
internal_value=0 0.00882366 0.00786004 0.0164218 0.00906915 0.0166918 0.0167857 0.0125555 0.0121647 0.0168863 0.00771793 0.0167467 0.00879804 0.0147913 0.00825601 0.00349797 0.00248907 0.0127157 0.0159731 0.0157832 0.0129591 0.00765707 0.0203388 0.00813477 0.00514725 0.017241 0.0166238 0.0147179 0.0165549 0.0175928
internal_weight=0 673 599 2448 469 2302 2276 131 146 2239 338 2152 238 77 218 130 106 51 839 792 47 194 87 174 100 1313 74 85 445 868
internal_count=3121 673 599 2448 469 2302 2276 131 146 2239 338 2152 238 77 218 130 106 51 839 792 47 194 87 174 100 1313 74 85 445 868
is_linear=0
shrinkage=0.00201014


Tree=83
num_leaves=31
num_cat=0
split_feature=1 52 2 4 30 2 52 14 14 0 1 12 9 2 0 2 131 2 123 43 51 42 4 0 4 15 475 130 13 0
split_gain=2085.64 455.411 285.549 235.097 216.046 174.705 165.586 137.789 113.638 126.217 105.841 101.027 127.772 142.084 123.775 97.3392 86.3598 143.784 80.1406 65.0681 63.7763 63.2116 69.6002 99.4957 95.0648 100.022 56.0164 55.6544 57.5275 65.4142
threshold=0.10312500000000001 -0.43320999999999993 0.13754500000000003 0.40124500000000002 0.086815000000000017 0.10045500000000002 0.12492500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.11173999999999999 0.083135000000000014 0.11734000000000001 0.099965000000000012 0.10276500000000001 -0.019414999999999998 0.15109000000000003 0.086835000000000009 0.31358000000000003 0.084025000000000016 -0.03898999999999999 0.10411500000000001 0.086555000000000007 -0.52556499999999995 -0.074824999999999989 -0.27825499999999997 0.050935000000000008 -0.066784999999999983 -0.076894999999999977 -0.011914999999999999 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 11 8 -1 10 -10 12 13 14 19 18 17 20 26 -3 -4 22 -11 -24 -25 -26 -7 -15 -29 -30
right_child=1 2 16 -5 -6 15 -8 -9 9 21 -12 -13 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.021622060586786115 0.014801996388212436 0.010913243160294708 0.0023171492579488135 0.0037336296282156696 0.0025102473011251068 0.016140294224622327 0.013255983435348591 0.018329861661657423 0.014147448180166586 0.019693484997113354 0.0082942843664260951 0.013995863882027107 0.00049794273084114099 0.0017129582602359048 0.0054792532185320257 0.005629982184028973 0.0085584885657016534 -0.0045886147900659133 0.0068620312456984453 0.016940493611711543 0.0075642789649665691 0.013607192260433623 0.015042075632728302 0.015135747143873557 0.0058449185321133232 0.013933849846296186 0.012431427099026145 0.005398618031098334 0.0057555509036647263 0.01093038915577146
leaf_weight=20 82 44 77 22 58 45 72 83 57 28 64 26 23 20 27 21 26 24 23 29 32 674 904 49 35 26 340 91 40 59
leaf_count=20 82 44 77 22 58 45 72 83 57 28 64 26 23 20 27 21 26 24 23 29 32 674 904 49 35 26 340 91 40 59
internal_value=0 0.00786582 0.0069881 0.0138986 0.00817058 0.013993 0.0089323 0.0143919 0.0142159 0.0141352 0.0110516 0.00806515 0.0076021 0.00812918 0.011194 0.0121889 0.00335139 0.00233346 0.0125265 0.0133076 0.00385759 0.0143527 0.0148349 0.0147007 0.0118955 0.00929266 0.0128649 0.00666975 0.00719152 0.00883955
internal_weight=0 730 648 2391 489 2369 431 1940 1857 1837 121 359 333 310 100 429 159 133 408 73 109 1716 1042 1014 110 61 385 210 190 99
internal_count=3121 730 648 2391 489 2369 431 1940 1857 1837 121 359 333 310 100 429 159 133 408 73 109 1716 1042 1014 110 61 385 210 190 99
is_linear=0
shrinkage=0.00312391


Tree=84
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 1 14 14 0 1 4 0 123 48 4 0 40 15 0 52 52 0 16 43 2
split_gain=7527.21 1219.66 646.153 567.415 536.477 422.85 366.017 340.979 331.583 306.862 251.261 246.906 185.946 270.973 287.956 265.624 150.523 133.048 119.079 145.939 158.027 114.813 110.806 100.32 93.8492 82.2188 79.5534 78.61 74.1424 72.3014
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.064054999999999987 0.40124500000000002 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.13027499999999997 0.083135000000000014 0.0082450000000000006 0.18019500000000002 0.10695000000000002 0.092475000000000016 -0.50427999999999995 -0.079119999999999982 -0.078554999999999986 -0.069954999999999989 -0.059114999999999994 -0.52606999999999993 -0.020999999999999994 -0.030209999999999997 -0.059624999999999991 -0.00045499999999999995 0.13754500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 24 6 9 21 -8 -9 11 -4 12 -1 14 -14 16 18 29 19 -15 -21 -3 23 -6 -2 -26 -7 -17 -5 -10
right_child=1 4 10 28 22 26 7 8 17 -11 -12 -13 13 15 -16 27 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.018949573912292982 0.014640006552868044 0.0038065221623998541 0.012739339599853475 0.0030705914084506775 0.0023157956957696661 0.010722965018668495 0.012262428382384016 0.01175225690389005 0.0053781095281106193 0.0064028025153731625 0.0057382561808069898 0.017334094144937712 0.014857317477312058 0.017290481114210075 0.0074087186378299641 0.012896369608084941 0.0084387646284961905 -0.00070556893838727777 0.012227587507946423 0.014628069710971961 0.013218037625647676 -0.0007419522294443364 -0.0049831548566700891 -0.0025034092332977486 0.0088844533255275394 0.012798578511826633 0.005303169095548667 0.010623686480693869 0.0070288043195457766 0.0015619862987182773
leaf_weight=29 45 45 34 36 49 20 34 29 148 24 63 85 36 68 59 146 20 21 127 1091 499 51 20 30 43 50 28 119 47 25
leaf_count=29 45 45 34 36 49 20 34 29 148 24 63 85 36 68 59 146 20 21 127 1091 499 51 20 30 43 50 28 119 47 25
internal_value=0 0.00560438 0.0134419 0.00960025 0.00365065 0.0136585 0.00484812 0.00613981 0.00520632 0.0137856 0.00819224 0.0138633 0.0137288 0.0136589 0.0102313 0.0138162 0.0141011 0.0042278 0.0141645 0.0143129 0.0141856 0.00139015 -0.000619105 0.000485718 0.0121794 0.0109888 0.00756142 0.0118758 0.00531199 0.00482665
internal_weight=0 673 2448 221 452 2351 353 257 223 2303 97 2279 2194 2165 95 2070 1805 194 1785 1658 1590 96 99 79 138 93 48 265 83 173
internal_count=3121 673 2448 221 452 2351 353 257 223 2303 97 2279 2194 2165 95 2070 1805 194 1785 1658 1590 96 99 79 138 93 48 265 83 173
is_linear=0
shrinkage=0.00207552


Tree=85
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 15 2 2 3 4 0 4 2 11 4 43 2 47 1 0 4 3 3 13 40 132 1 1
split_gain=8084.61 994.831 888.754 543.942 517.019 488.399 366.953 317.841 314.981 252.494 180.288 179.66 199.273 169.783 167.221 166.004 160.228 156.626 142.992 139.117 131.858 131.841 113.567 143.715 101.825 195.423 99.22 98.6369 114.337 95.1651
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.092550000000000007 0.024640000000000006 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 -0.16363499999999997 -0.030209999999999997 0.053180000000000012 0.090545000000000014 1.0000000180025095e-35 -0.04890499999999999 -0.04890499999999999 0.11704500000000001 0.077555000000000013 0.086105000000000015 0.14486500000000005 -0.046564999999999988 0.013900000000000001 -0.10217499999999997 -0.0082249999999999979 -0.077714999999999992 0.088890000000000011 0.15799000000000005 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 8 15 11 26 29 -1 -5 14 21 17 24 -11 -13 -2 22 -17 -8 -12 -24 25 -4 -3 28 -7 -10
right_child=1 5 6 7 -6 27 13 -9 9 16 19 12 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010098111615240081 0.015241181954369718 0.0055616809024436635 0.0089947736711280535 0.016079341732686245 0.0067713684391898276 0.0013167693069160329 0.016100243288112197 0.018946116352374066 0.016052566859457069 0.012603745362044092 0.01832953404453224 0.0088428046438892832 0.0028568901408633496 0.013105829038703134 0.0083480801255477119 0.021877393264084902 0.0060469910927858049 0.015707723662605345 0.008829846074923757 0.02123963875689425 0.016207195378194098 0.011086513717077355 0.016168762278952718 0.010402221851393487 0.017250072483583567 0.017499070135562251 0.00094529213562655288 0.0048168008803832736 -0.0047986013135566247 0.0094101451358554519
leaf_weight=23 95 41 21 21 75 53 594 21 21 20 53 27 20 125 98 64 154 38 20 26 28 26 65 30 1218 33 48 23 20 20
leaf_count=23 95 41 21 21 75 53 594 21 21 20 53 27 20 125 98 64 154 38 20 26 28 26 65 30 1218 33 48 23 20 20
internal_value=0 0.00711693 0.0160752 0.0131882 0.011223 0.00516656 0.0166529 0.010873 0.00651981 0.00794706 0.0158324 0.010042 0.00934917 0.0154228 0.0101458 0.0173247 0.00680064 0.0128561 0.0141262 0.0165904 0.0201517 0.01589 0.0157737 0.0143477 0.0171202 0.0141918 0.00307194 0.000881283 -0.000358675 0.0128124
internal_weight=0 590 2531 422 190 400 2109 225 304 215 197 204 183 745 163 1364 174 65 115 174 92 620 148 95 1272 54 89 96 73 41
internal_count=3121 590 2531 422 190 400 2109 225 304 215 197 204 183 745 163 1364 174 65 115 174 92 620 148 95 1272 54 89 96 73 41
is_linear=0
shrinkage=0.00217932


Tree=86
num_leaves=31
num_cat=0
split_feature=1 52 2 4 12 2 2 2 11 4 2 124 50 0 15 14 2 2 43 16 3 4 4 0 11 2 0 123 4 1
split_gain=2338.72 497.552 299.889 232.04 222.602 183.348 124.01 112.709 90.1759 88.4953 94.8377 83.3153 80.3444 74.5342 66.7653 63.9343 62.8524 60.6538 134.297 60.6098 92.921 58.2874 55.7015 54.7052 57.3979 53.9185 53.5171 51.6328 47.2095 102.769
threshold=0.10312500000000001 -0.43320999999999993 0.13754500000000003 0.36766000000000004 0.088105000000000003 0.091265000000000013 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.04890499999999999 0.10045500000000002 -0.076779999999999987 0.041865000000000006 -0.047369999999999995 -0.41942499999999994 -0.23083499999999998 0.11474000000000002 -0.0050599999999999994 -1.0000000180025095e-35 -0.49446999999999991 -0.012939999999999998 0.015030000000000002 -0.0070899999999999991 0.18019500000000002 1.0000000180025095e-35 0.15950500000000004 -0.067624999999999977 0.084025000000000016 -0.013125 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 8 11 19 17 -9 -11 27 14 16 -4 -12 22 18 -1 -3 -21 -16 -6 24 28 -23 -14 -7 -13 -30
right_child=1 2 12 -5 13 6 -8 9 -10 10 15 23 26 -15 21 -17 -18 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0048368383379018519 0.013408321417838593 0.0070021828962730176 0.0042010217333686038 0.0036469235216415648 0.01568508631744981 0.010882619928203809 0.0068343837215615001 0.012642787107722158 0.016498633841377286 0.011271520192341563 0.0089551820313193472 0.012775114631115452 0.0093617244230929705 0.0058378702972346434 0.0031324704823296168 0.0048279348316658055 0.0069857049020688759 0.013260626889022433 0.014290406657010511 0.0054208086625532233 -0.00075227934639755323 0.00092631775982548428 0.010736737786833876 0.0075082922949831999 0.015006357225172146 -0.005094226962788626 0.002791141598607258 0.0052660340988117029 0.011705035086033832 0.0054811141567042924
leaf_weight=22 82 28 44 23 25 31 41 20 68 28 38 344 20 28 27 149 25 1404 27 37 42 24 69 20 57 24 20 23 308 23
leaf_count=22 82 28 44 23 25 31 41 20 68 28 38 344 20 28 27 149 25 1404 27 37 42 24 69 20 57 24 20 23 308 23
internal_value=0 0.00681664 0.00598251 0.0126249 0.00708429 0.0127121 0.011653 0.00582793 0.0133018 0.00692816 0.00639657 0.0118981 0.00259402 0.0100072 0.00142346 0.00566663 0.0109883 0.0131522 0.0100459 0.00341154 0.00213891 -0.000206042 0.0120528 0.0121428 0.0122694 -0.00208395 0.00607643 0.00849037 0.0120383 0.0112726
internal_weight=0 730 648 2391 489 2368 847 342 1521 235 215 806 159 147 119 187 119 1453 49 107 79 75 94 752 732 48 40 54 675 331
internal_count=3121 730 648 2391 489 2368 847 342 1521 235 215 806 159 147 119 187 119 1453 49 107 79 75 94 752 732 48 40 54 675 331
is_linear=0
shrinkage=0.00284026


Tree=87
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 44 4 3 15 124 15 157 3 4 4 2 40 0 16 52 0 15 0 159 150 2 457 0 2
split_gain=4402.55 789.958 461.297 389.667 270.481 213.95 211.998 224.613 197.1 179.21 173.825 171.733 156.704 144.135 225.709 141.445 128.54 117.622 107.303 169.527 135.335 104.518 97.8259 80.5059 75.1555 107.939 106.005 74.0125 69.2532 64.6484
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.42051500000000003 0.081805000000000017 0.40124500000000002 0.30112000000000005 0.024640000000000006 -0.080389999999999989 -0.41396999999999995 -1.0000000180025095e-35 0.090900000000000009 -0.46376499999999993 -0.0070899999999999991 0.14285500000000004 -0.065969999999999987 -0.077639999999999987 0.083160000000000026 0.029970000000000007 -0.061629999999999997 -1.0000000180025095e-35 -0.084144999999999984 0.082585000000000006 1.0000000180025095e-35 0.11263500000000001 0.048635000000000005 -0.030209999999999997 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 6 8 7 9 16 13 27 -7 -11 18 -15 -4 17 -3 -1 20 21 -20 -21 -14 25 26 -2 -5 -6 -17
right_child=1 5 15 10 28 11 -8 -9 -10 12 -12 -13 23 14 -16 29 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014447936964084553 0.012801672993164304 0.0044668071168787963 0.015294977763174783 0.0047601151875833331 0.011987807884458435 0.0031749070482770558 0.021222828726307839 0.0064243779250848015 0.0012611142036740861 0.021421658903794379 0.014436979143661502 -0.0032697842106919708 0.01590205137797366 0.014714191450267236 0.0066055000678861553 0.012001708997010406 0.0034645849863815322 0.011388085392308143 0.011104769932671081 0.012600524245610492 0.013173535549448724 0.003539968154523016 0.016230560641522493 0.014480999975249471 0.0048622927092248115 0.0059014742089124363 0.0070337573865266222 0.0099401186155889873 0.0059264179374897141 0.007385370238076585
leaf_weight=791 41 21 68 38 20 114 28 22 40 24 28 33 386 42 43 57 31 55 20 127 38 26 72 684 69 78 38 31 28 28
leaf_count=791 41 21 68 38 20 114 28 22 40 24 28 33 386 42 43 57 31 55 20 127 38 26 72 684 69 78 38 31 28 28
internal_value=0 0.00691076 0.00928473 0.0140955 0.0142971 0.00385045 0.0144189 0.0143352 0.00597275 0.0144125 0.0092089 0.00172814 0.0151347 0.0137308 0.0106121 0.0126206 0.00773411 0.00947563 0.0139776 0.0126629 0.00969915 0.00682901 0.0139139 0.0149936 0.00702639 0.00797749 0.0100272 0.00708736 0.008452 0.010481
internal_weight=0 673 379 2448 2351 294 2303 2275 147 2253 97 147 1094 1159 85 153 107 76 1074 283 84 46 199 1070 226 157 79 69 48 85
internal_count=3121 673 379 2448 2351 294 2303 2275 147 2253 97 147 1094 1159 85 153 107 76 1074 283 84 46 199 1070 226 157 79 69 48 85
is_linear=0
shrinkage=0.00248786


Tree=88
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 2 2 2 4 52 1 15 47 457 43 0 14 10 159 4 0 160 2 158 4
split_gain=11369 1831.09 1190.71 927.789 703.304 594.515 452.226 370.16 354.225 332.695 270.816 264.449 205.425 204.396 137.063 120.974 107.277 102.102 99.8838 130.99 98.2895 82.6044 82.341 78.9317 88.4274 71.0336 69.8675 66.615 65.3739 65.0243
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.11474000000000002 0.089885000000000007 0.14753000000000002 0.40945500000000007 -0.56022499999999986 0.091450000000000017 -0.41942499999999994 0.090100000000000013 0.080930000000000016 -0.016814999999999997 0.18019500000000002 0.096015000000000017 -0.38124499999999995 0.082585000000000006 0.052250000000000012 -0.030209999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094245000000000009 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 12 11 -5 29 15 13 -4 -13 -1 -14 -3 20 -20 23 -10 -18 24 -16 -7 -15 -17 -25 -6
right_child=1 2 7 9 10 25 -8 -9 21 -11 -12 14 16 26 18 27 22 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.019193693948094913 0.018118589686297933 0.0041546224187140324 0.005487359565993115 0.015935774700893343 0.019516267462428089 0.012676320272697369 0.0069184527608724608 0.0077918748349177025 0.025185416954761265 0.0059648416943244506 0.0055305930852699563 0.021334937062491732 -0.00049601372741138092 0.0023705249441507087 0.017301180954416854 0.012491908044715125 -0.0030130225831055272 0.0091362460563222114 0.017043289913627909 0.0081835204535690032 0.011245449143886867 0.019458197699805425 -0.0094393364521825427 0.020777067790126235 0.014977911194876238 0.0062233192103814941 -0.002421647976185519 0.017509634371581394 0.016518254077007122 0.014120134225969664
leaf_weight=1127 71 191 44 37 21 20 24 37 61 60 24 47 32 28 493 20 25 33 25 21 20 24 30 67 145 28 81 190 39 56
leaf_count=1127 71 191 44 37 21 20 24 37 61 60 24 47 32 28 493 20 25 33 25 21 20 24 30 67 145 28 81 190 39 56
internal_value=0 0.00555771 0.00407628 0.0176943 0.00747179 0.0180214 0.0182112 9.23693e-05 0.0183301 0.00976819 0.013201 0.0181272 -0.00109464 0.000729837 0.0169932 0.0188541 -0.0043032 0.00488852 0.0167412 0.0129986 0.0169666 0.0235683 -0.00651828 0.0171204 0.0167732 0.00891207 -0.00119063 0.0170318 0.0192101 0.0155918
internal_weight=0 673 602 2448 325 2351 2303 277 2279 97 101 2194 240 153 857 1337 87 224 810 46 764 85 55 744 638 48 109 210 106 77
internal_count=3121 673 602 2448 325 2351 2303 277 2279 97 101 2194 240 153 857 1337 87 224 810 46 764 85 55 744 638 48 109 210 106 77
is_linear=0
shrinkage=0.00261519


Tree=89
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 49 2 16 150 1 2 159 2 12 4 1 150 2 52 1 0 3 3 3 133
split_gain=16089.3 2632.9 1369.88 1165.62 882.518 829.232 534.601 505.507 464.736 448.952 293.183 282.523 278.086 277.997 259.947 242.642 213.304 185.161 159.695 216.991 158.551 156.197 166.324 131.685 129.66 121.684 115.012 108.569 126.414 108.252
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.14753000000000002 -0.054984999999999992 0.17025000000000004 -0.061854999999999993 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.082585000000000006 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.076935000000000017 1.0000000180025095e-35 0.11263500000000001 0.12418000000000001 0.13075500000000004 -0.030209999999999997 0.090900000000000009 0.31370500000000007 0.076840000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 16 6 14 11 -4 13 -2 23 -9 20 18 17 21 -16 19 -1 25 22 -3 27 29 -7 -21 28 -6 -5
right_child=1 4 8 24 7 9 -8 12 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.027886946524163379 0.010730793519329975 0.015166329052202776 0.018284062676883688 0.0057078681639211159 0.0015146556660638019 0.018313967383082091 0.026149716981491627 0.0044966631129278187 0.0086592314012839781 0.0097244205558617465 0.018902407840312441 -0.0035493807200277705 0.012917965651311217 0.011719076794686428 0.014150668592348276 0.012468574932515922 0.0047625150975514133 0.019825834641229081 0.019557560770400072 0.021206600106020095 0.020977208409035799 0.0078911531996742022 0.0083313932236155856 0.0066878426385525956 0.0036415915864491102 0.014217057315434926 0.017540270417434289 -0.0011672997649913085 0.0069715278668223569 0.011555831223331542
leaf_weight=21 23 42 34 22 74 281 76 45 63 30 121 42 28 28 28 25 38 263 334 1098 92 57 25 28 24 36 39 41 25 38
leaf_count=21 23 42 34 22 74 281 76 45 63 30 121 42 28 28 28 25 38 263 334 1098 92 57 25 28 24 36 39 41 25 38
internal_value=0 0.00817665 0.0197595 0.0139741 0.00520628 0.0200783 0.0206987 0.00297085 0.0120329 0.0175756 0.0175972 0.00131761 0.00772675 0.0181146 0.0204695 0.0187409 0.00911137 0.0192798 0.0208356 0.0212043 0.0185524 0.0104441 0.012616 0.00253436 0.00776301 0.0178487 0.0210808 0.00170367 0.00289265 0.00941158
internal_weight=0 673 2448 228 445 2351 1884 283 97 467 144 210 73 437 1808 316 162 291 1492 1158 409 124 67 168 84 317 1137 140 99 60
internal_count=3121 673 2448 228 445 2351 1884 283 97 467 144 210 73 437 1808 316 162 291 1492 1158 409 124 67 168 84 317 1137 140 99 60
is_linear=0
shrinkage=0.00209804


Tree=90
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 4 2 14 1 2 49 1 1 40 1 0 4 1 15 12 47 1 133 14 0 157 12
split_gain=12205.9 1979 983.514 938.855 735.814 677.29 555.107 552.484 414.105 498.666 384.883 366.048 318.012 212.98 156.499 139.21 132.127 131.38 126.216 152.02 160.473 104.666 103.323 98.5306 96.3604 93.7668 89.1376 84.0202 82.0578 80.3739
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.091265000000000013 -0.054984999999999992 0.088770000000000016 0.11414000000000001 -0.078554999999999986 0.16175000000000003 0.18019500000000002 -0.013125 0.086455000000000018 -0.090344999999999995 0.085355000000000014 0.090280000000000013 0.13075500000000004 -1.0000000180025095e-35 0.096015000000000017 -0.030209999999999997 -0.0041249999999999993 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 16 -9 -10 12 -4 14 -2 -1 -11 -3 21 19 28 29 -6 -16 -15 25 -5 -12 -7 -14 -21
right_child=1 4 11 24 17 27 -8 8 9 15 26 -13 18 23 22 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021588737637318174 0.012341017014132051 0.0071230209041071866 0.019194405585213011 0.0071996008158122619 0.0051646086376108073 0.015855579739560179 0.010344257596107593 0.019956467817783888 0.017867159975860206 0.010154867637257819 0.026666340620362206 0.010409737562447119 0.022650134023600256 0.021532896879163238 0.017051992967396425 0.0064362402978882299 0.0020505452006240182 -0.002474121541883585 0.014113664579286709 0.020233521155672188 0.013492511206501892 0.00022868777003690819 0.020408720895721169 0.017635502275585586 0.0056290461617426049 0.012796885634454013 0.021757828433139507 0.010065309011895387 0.020060791767947929 0.018007487459505707
leaf_weight=1102 23 45 34 22 60 20 24 20 30 99 61 63 69 58 50 89 51 21 20 134 27 30 292 63 24 38 24 28 327 173
leaf_count=1102 23 45 34 22 60 20 24 20 30 99 61 63 69 58 50 89 51 21 20 134 27 30 292 63 24 38 24 28 327 173
internal_value=0 0.00984659 0.0202219 0.0150156 0.00719819 0.0204996 0.0206668 0.00879765 0.0105601 0.00969804 0.0207755 0.0134889 0.020601 0.0183596 0.021193 0.00839445 0.00442827 0.00238541 0.0194612 0.0196077 0.0185356 0.0035193 0.019918 0.0195037 0.00928298 0.0107445 0.0252804 0.0124779 0.020512 0.0189791
internal_weight=0 673 2448 228 445 2351 2303 334 238 218 2279 97 2194 144 1444 188 96 111 750 730 334 90 342 121 84 60 85 48 396 307
internal_count=3121 673 2448 228 445 2351 2303 334 238 218 2279 97 2194 144 1444 188 96 111 750 730 334 90 342 121 84 60 85 48 396 307
is_linear=0
shrinkage=0.00215765


Tree=91
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 14 44 12 14 0 1 10 52 2 2 16 3 0 2 4 4 12 160 12 48 131 1 157 12
split_gain=3258.48 676.15 410.73 270.061 236.92 216.26 173.925 166.185 122.229 119.23 156.034 122.212 104.098 89.4162 88.9809 87.7852 87.5462 84.9269 79.7987 132.553 89.8413 75.3212 74.5787 68.6685 67.6136 60.3921 54.0609 51.2587 50.7158 49.8143
threshold=0.10312500000000001 -0.40967499999999996 0.12337000000000002 0.36766000000000004 0.10005000000000001 0.088105000000000003 0.062655000000000016 0.094585000000000016 -0.029094999999999999 -1.0000000180025095e-35 -0.11173999999999999 0.083135000000000014 -0.014199999999999999 0.12492500000000002 0.13754500000000003 0.11474000000000002 -0.074929999999999983 -0.05647499999999999 -0.076579999999999995 -0.0050599999999999994 -0.49013999999999996 0.033845000000000007 0.091200000000000017 -0.080719999999999986 0.095780000000000018 0.082620000000000013 0.090175000000000019 0.14804000000000003 -0.23976499999999998 0.098810000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 5 4 6 13 9 12 16 -1 11 -11 27 -3 24 29 -6 -14 21 -20 22 28 -21 -22 25 -10 -2 -4 -12 -7
right_child=1 2 7 -5 8 15 -8 -9 14 10 18 -13 17 -15 -16 -17 -18 -19 19 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022726929116080291 0.016921078694433399 0.006376807615144549 0.0014985824152568324 0.0044151139523853754 0.013319374261879232 0.015931384395736221 0.019865486474214333 0.01150934226768593 0.016405273185027363 0.015084522574339735 0.011187867057651606 0.0088460395968256202 0.0083165441176067424 0.013156296154417411 0.0090486139213584484 0.0069874659361062099 0.0055102229788483535 0.0030020171238488661 0.0069201154864810309 0.019566677605604842 0.0085808735294361782 0.013032936410368852 0.012686637253234278 0.014192918699382511 0.012845414993799948 0.011100273766693937 0.01172443659059415 -0.0046794349814233303 0.016001796038575229 0.011303027859789858
leaf_weight=20 63 225 32 23 23 42 81 23 130 56 21 63 34 20 37 25 33 172 23 51 23 91 21 196 192 24 27 21 1283 46
leaf_count=20 63 225 32 23 23 42 81 23 130 56 21 63 34 20 37 25 33 172 23 51 23 91 21 196 192 24 27 21 1283 46
internal_value=0 0.00747637 0.00636744 0.0148931 0.0149949 0.0085521 0.0154586 0.00359401 0.0129576 0.0152654 0.0151838 0.0117818 0.0028911 0.00693024 0.0135776 0.0120685 0.00871755 0.00387917 0.0154207 0.0140212 0.0145824 0.0157357 0.01756 0.0136035 0.0140619 0.0155785 0.0153621 -0.000949311 0.0159243 0.013512
internal_weight=0 730 640 2391 2368 358 1929 282 439 1848 1828 119 259 245 383 113 56 206 1709 314 291 1395 72 219 346 154 90 53 1304 88
internal_count=3121 730 640 2391 2368 358 1929 282 439 1848 1828 119 259 245 383 113 56 206 1709 314 291 1395 72 219 346 154 90 53 1304 88
is_linear=0
shrinkage=0.00307264


Tree=92
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 14 150 4 4 2 124 14 0 16 1 132 123 14 47 4 16 48 52 14 0 2 4 4 12
split_gain=2639.37 547.682 337.719 223.023 218.749 191.905 140.879 124.746 105.762 99.4802 99.3389 102.172 96.5765 126.388 103.351 89.8501 75.6296 73.2223 93.1586 71.0321 146.896 70.5019 106.237 69.2183 85.396 67.4486 112.521 73.3624 65.8494 56.043
threshold=0.10312500000000001 -0.40967499999999996 0.13657000000000002 0.088105000000000003 0.36766000000000004 0.10005000000000001 0.062655000000000016 0.088985000000000009 -0.17966999999999997 0.41257000000000005 0.14753000000000002 -0.077709999999999987 -1.0000000180025095e-35 -0.11173999999999999 -0.36241499999999999 0.16773500000000005 0.090440000000000006 0.10695000000000002 -0.22253999999999999 0.080455000000000013 0.41555500000000006 -0.50339499999999993 0.085130000000000025 -0.077024999999999996 -0.073114999999999986 -0.079119999999999982 -0.0050599999999999994 -0.52556499999999995 0.033845000000000007 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 6 12 9 -3 -5 11 -7 -1 14 -14 23 17 18 -10 21 -21 -20 -23 -4 -25 28 -27 -28 -15 -13
right_child=1 2 15 7 -6 10 -8 -9 16 -11 -12 29 13 25 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.020270152298326818 0.013701447208377864 0.011829152010231755 -0.001853378100691147 0.013247904844016152 0.0039378409367432279 0.0068119907020198914 0.017718031062239206 0.0032732042537252431 0.01036830577592392 0.0069387881067972451 0.0062086181206404264 0.012816939325164367 0.014651234357543124 0.01430293679746361 0.0085645341031315124 -0.0035952478140263621 -0.00053291488327407226 0.00011301422787907337 0.0073058238644402749 0.014553589905490815 0.0031643121831878463 0.00026603128363825076 0.00576971748725277 0.0085840166656900706 0.0024543113185555286 0.0061720523125084132 0.017850751962880048 0.012748494141507341 0.011600592636076892 0.0090849321392096598
leaf_weight=20 90 24 24 84 23 33 81 20 39 32 30 334 38 1177 81 23 20 21 57 21 21 60 71 27 96 23 28 391 90 42
leaf_count=20 90 24 24 84 23 33 81 20 39 32 30 334 38 1177 81 23 20 21 57 21 21 60 71 27 96 23 28 391 90 42
internal_value=0 0.00666818 0.00567912 0.00700942 0.0132832 0.013374 0.0137875 0.0102965 0.00567095 0.0115075 0.0115569 0.0119492 0.0136152 0.0135424 0.0105082 0.00200124 0.00519419 0.00558916 0.00601667 0.00527878 0.00885895 0.00447896 0.00324895 0.00287688 0.00379986 0.0137537 0.0127295 0.0130895 0.014111 0.0124001
internal_weight=0 730 640 470 2391 2368 1929 136 334 116 439 409 1848 1828 119 170 310 290 269 230 42 188 131 147 123 1709 442 419 1267 376
internal_count=3121 730 640 470 2391 2368 1929 136 334 116 439 409 1848 1828 119 170 310 290 269 230 42 188 131 147 123 1709 442 419 1267 376
is_linear=0
shrinkage=0.00304499


Tree=93
num_leaves=31
num_cat=0
split_feature=1 4 3 97 2 2 150 149 457 15 0 2 14 2 10 4 4 3 39 52 0 2 1456 1429 15 48 41 4 402 158
split_gain=2148.9 310.24 288.199 271.854 213.985 160.412 141.36 136.389 128.741 112.428 112.324 111.151 105.469 115.471 95.9133 77.9876 74.4652 72.1843 64.9194 63.0649 62.9769 57.1463 56.7225 75.2286 137.854 58.8964 67.1097 57.5793 56.2802 56.1331
threshold=0.10920500000000001 0.27287000000000006 0.11924500000000002 -0.0047149999999999996 0.14285500000000004 0.098630000000000009 0.076925000000000007 0.07770500000000001 0.060310000000000009 -0.43375999999999998 0.14486500000000005 0.10774000000000002 0.076175000000000007 -0.13033999999999998 -1.0000000180025095e-35 -0.010024999999999997 0.19806500000000002 0.31370500000000007 0.088025000000000006 0.039215000000000007 -0.082844999999999988 0.12358500000000001 0.075120000000000006 0.084770000000000012 -0.0072999999999999992 0.091545000000000015 0.089785000000000018 -0.082769999999999982 0.089785000000000018 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 12 -2 9 10 18 15 -4 13 -5 -11 -7 -10 21 28 -17 -21 -16 23 25 -25 26 27 -15 -3 -29
right_child=1 7 11 5 -6 8 -8 -9 16 14 -12 -13 -14 22 17 19 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0022558372599013193 0.010966833762915547 0.0080541864181916389 0.0092472757299570923 0.0069644989250210324 0.0018218469572626335 0.013688782415023913 0.0051530670195679088 0.010595218233029856 0.0019069445275784471 -0.0066324409845995181 0.0055843197206967565 -0.0010650652868086552 0.017187149226477426 0.014762904849709843 0.0059843457636577484 0.0099167534113919504 0.010513524410347041 -0.0042485865818850275 0.0016546477404210901 0.01587469834476396 0.010092945695502665 0.00019013355214640636 0.01526889485986636 0.013160906316375415 0.004180891689248142 0.011151535218271242 0.0075483999681733166 0.012994871662036937 0.0019303628490045992 0.015477446756051082
leaf_weight=26 166 57 25 31 50 228 63 24 23 20 29 21 79 372 34 176 21 20 56 48 36 41 161 56 28 120 20 956 23 111
leaf_count=26 166 57 25 31 50 228 63 24 23 20 29 21 79 372 34 176 21 20 56 48 36 41 161 56 28 120 20 956 23 111
internal_value=0 0.00556012 0.0127362 0.0128858 0.00801516 0.0129966 0.00936741 0.00306936 0.0114408 0.00234976 0.0119026 0.00453947 0.0134478 0.0132886 -5.5281e-05 0.0122781 0.00601463 0.00132938 0.00438344 0.0110411 0.0133968 0.00281684 0.0133961 0.0132147 0.0101676 0.0133769 0.0135599 0.0136434 0.00629359 0.0132531
internal_weight=0 554 2567 2521 279 2495 229 275 561 251 517 46 1934 1855 115 488 44 95 136 260 84 75 1824 1663 84 1579 1459 1439 80 1067
internal_count=3121 554 2567 2521 279 2495 229 275 561 251 517 46 1934 1855 115 488 44 95 136 260 84 75 1824 1663 84 1579 1459 1439 80 1067
is_linear=0
shrinkage=0.00330446


Tree=94
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 1375 484 12 43 4 132 2 3 49 3 0 3 13 159 14 43 1 48 4 47 43 15 3 4 133
split_gain=1761.24 411.186 206.721 182.153 176.534 125.711 135.397 119.116 118.437 118.281 107.229 97.0903 90.7613 73.4637 101.99 96.4631 67.0727 66.2594 65.8326 61.8964 60.3766 58.4885 55.662 69.7253 51.922 46.0011 45.3294 45.3252 44.6851 43.8318
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.087735000000000021 -0.15308499999999997 -1.0000000180025095e-35 0.099815000000000015 -0.078139999999999973 -0.033174999999999989 0.10365500000000001 0.121465 0.11924500000000002 0.036705000000000008 -0.0063699999999999989 -0.23194499999999998 -0.11171999999999999 -0.086134999999999975 0.084250000000000005 0.076175000000000007 -0.17390999999999998 0.14754500000000001 0.093265000000000015 -0.50940999999999981 0.077555000000000013 -0.11278499999999998 -0.41942499999999994 0.096675000000000011 0.23246000000000003 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 9 -4 -7 19 18 -2 21 -11 13 14 -10 -16 -1 -6 29 22 -9 -5 23 -3 27 -24 -13 -18 -22 -8
right_child=3 7 5 10 17 6 8 20 12 11 -12 26 -14 -15 15 -17 24 -19 -20 -21 28 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054616260255639518 0.011855717532833003 0.015708657099868885 -0.00076946249199611307 -0.00022064538553618983 0.0070201866087782902 0.013332133629314668 0.0065173365169961779 0.011470341053018029 0.0028301295804118035 0.0077975304304525395 0.004843761092929391 0.0057103041746648601 0.0044795738855146431 0.01411991363003668 0.0038534591778180403 0.011211603651423053 0.010837428330019471 0.0011892389585822631 -0.00038109421020719855 0.014091968326823358 0.008852376524316705 -0.0059847347253348237 0.0048729185037575612 0.010920619778294286 0.014681703162168621 0.0097411772373694368 0.00030657650740647933 0.0062408516802750962 0.0048593163754226554 0.0022255506420083655
leaf_weight=23 31 27 20 51 20 26 63 74 25 67 28 23 53 21 20 70 126 114 24 53 261 22 20 1609 26 111 33 22 27 31
leaf_count=23 31 27 20 51 20 26 63 74 25 67 28 23 53 21 20 70 126 114 24 53 261 22 20 1609 26 111 33 22 27 31
internal_value=0 0.0100622 0.00777893 0.00334216 0.00453956 0.00642565 0.00685779 0.0106377 0.00630947 0.00669751 -7.21957e-05 0.00539747 0.00775963 0.00903789 0.00810987 0.00957646 0.0102038 0.00205953 0.00398676 0.0109456 0.00908972 -0.00195777 0.0108512 0.0109996 0.0108307 0.00899793 0.00252596 0.0101542 0.00847803 0.00510196
internal_weight=0 2732 550 389 288 353 333 2182 307 154 101 123 189 136 115 90 197 134 118 1820 362 73 1767 1636 174 131 56 148 288 94
internal_count=3121 2732 550 389 288 353 333 2182 307 154 101 123 189 136 115 90 197 134 118 1820 362 73 1767 1636 174 131 56 148 288 94
is_linear=0
shrinkage=0.00295482


Tree=95
num_leaves=31
num_cat=0
split_feature=1 12 2 97 3 39 15 151 1 12 4 12 2 15 2 41 15 4 0 4 2 1 49 13 1 3 16 1 15 48
split_gain=1426.6 333.061 170.572 154.889 148.102 135.679 133.111 132.557 119.562 101.773 99.8745 96.3266 84.9082 75.7669 95.868 65.3891 60.9885 65.2725 77.3693 59.6547 57.5604 149.854 57.3908 54.1692 52.9097 51.9787 50.1643 47.0414 46.9835 62.9873
threshold=0.11690500000000002 0.051320000000000005 0.10855000000000002 -0.083924999999999986 0.31299000000000005 0.087880000000000014 0.024640000000000006 0.032230000000000009 0.10089500000000001 0.092550000000000007 -0.033174999999999989 -0.42850999999999995 0.11704500000000001 -0.016799999999999995 0.11389000000000002 0.077300000000000021 -0.14601999999999996 -0.17966999999999997 -0.071924999999999989 -0.49405499999999997 0.087675000000000017 0.083345000000000016 0.12011500000000001 -0.086134999999999975 0.10708500000000001 0.090900000000000009 -0.013024999999999998 0.13820500000000002 -0.42198999999999992 0.097945000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 8 16 19 -2 -6 -12 -4 -15 22 -5 -18 25 -3 -21 -22 -11 -7 -10 26 -19 -13 -14 -30
right_child=4 9 13 6 11 23 -8 -9 24 15 12 27 28 14 -16 -17 17 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017398491607355242 0.011507662936439785 0.015332960982120711 0.0061138094181521748 0.014824573920115729 0.0041329620677152939 0.0068972944571567664 0.014766000892232723 0.00061764327073095834 0.0038653955769012345 0.0099503822964301936 0.0078617848399103671 0.00023682514129429397 0.0064871256129766996 0.0059704687377156165 -0.0040169899473661303 0.003916692241336007 0.012646767883662362 0.0088168030490514727 0.0026784028206998977 0.011362400829376857 0.010405824812654471 0.0024383047242886508 0.0067838890074974779 0.0011380431051916063 0.0097409748456562875 0.0050504289684299786 0.013633219772941204 -0.0054292400310089793 -0.0026781330370815606 0.0050019474816443837
leaf_weight=30 32 32 118 28 34 20 42 20 52 711 62 30 22 20 20 21 57 63 20 883 444 26 65 113 23 22 35 31 25 20
leaf_count=30 32 32 118 28 34 20 42 20 52 711 62 30 22 20 20 21 57 63 20 883 444 26 65 113 23 22 35 31 25 20
internal_value=0 0.00988605 0.00764275 0.0087832 0.00328366 0.00441504 0.00936691 0.00865828 0.00919432 0.0104515 0.0064067 -0.000217694 0.00514134 0.00481329 0.000976739 0.00953316 0.01037 0.00973688 0.00855213 0.01098 0.010877 0.00996507 0.00968515 0.0020041 0.00566724 0.00953109 0.010537 -0.00264265 0.00262392 0.000735236
internal_weight=0 2732 550 392 389 294 362 320 300 2182 161 95 129 158 40 797 225 197 140 1385 1353 470 776 133 75 120 98 61 67 45
internal_count=3121 2732 550 392 389 294 362 320 300 2182 161 95 129 158 40 797 225 197 140 1385 1353 470 776 133 75 120 98 61 67 45
is_linear=0
shrinkage=0.00322566


Tree=96
num_leaves=31
num_cat=0
split_feature=1 12 2 97 47 376 15 47 4 149 1 12 3 15 2 2 4 0 12 52 51 0 16 16 52 15 0 4 43 49
split_gain=1156.45 295.363 160.166 125.46 110.407 120.026 107.82 109.623 132.891 94.7805 89.5258 88.1986 86.2432 61.4295 78.1865 60.4824 54.5844 51.5566 68.7038 50.6649 74.2121 44.0169 63.6887 41.0344 40.7238 45.0175 39.8068 74.2755 38.0632 37.8342
threshold=0.11829500000000003 0.051320000000000005 0.10855000000000002 -0.083924999999999986 0.085505000000000012 0.080200000000000007 0.024640000000000006 0.077555000000000013 -0.17966999999999997 0.081720000000000015 0.095950000000000021 0.086305000000000007 0.092670000000000016 -0.016799999999999995 0.11389000000000002 0.31358000000000003 -0.015039999999999998 -0.097734999999999989 0.13597000000000004 -0.160465 0.10027500000000002 -0.080309999999999979 -0.034884999999999992 0.057265000000000003 0.047850000000000011 -0.077219999999999983 -0.050064999999999991 0.057560000000000007 -0.080554999999999974 0.0093850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 26 7 8 -5 15 12 -3 21 24 -15 19 17 -13 -19 -2 23 22 -10 -21 25 -4 27 -6 -12 -18
right_child=4 11 13 6 5 -7 -8 -9 10 -11 28 16 -14 14 -16 -17 29 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012500841449955872 -0.0019279113995722403 0.0083950524497410483 0.0024541840262060676 0.009384278981149758 0.010622952927145088 -0.0010946525856227961 0.010609393543061051 0.0094244189796477314 0.0057221604493531385 0.006683566836629927 0.0042309106746085063 0.010418895694040458 0.0017030815235818675 0.004289790675083751 -0.002745262490447902 -0.0028600579144223387 0.0060162082240784532 0.0075395527733538512 0.0030383481861672675 0.0007065931496428884 0.0062285311005404673 0.0035727273876832136 0.01012188086960236 0.0046447070618012686 0.0072998389888009677 0.0062877188286049584 0.0027039190588154564 0.0047820477329463887 0.00065565574152065846 0.0073658542793105172
leaf_weight=30 28 555 74 48 22 21 42 58 48 20 40 40 26 20 22 26 339 1008 23 143 22 21 40 20 23 28 21 42 39 232
leaf_count=30 28 555 74 48 22 21 42 58 48 20 40 40 26 20 22 26 339 1008 23 143 22 21 40 20 23 28 21 42 39 232
internal_value=0 0.00708233 0.00541105 0.00631075 0.00220449 0.00441835 0.00673014 0.00622098 0.00551183 0.00129843 0.00464324 0.00750757 0.00591738 0.00329917 0.000604763 0.000847789 0.0072076 0.00755043 0.00743914 0.00130039 0.001789 0.00692263 0.00772203 0.0011898 0.0042045 0.00350653 0.00578039 0.00678986 0.00246591 0.00656458
internal_weight=0 2756 559 392 365 106 362 320 262 259 214 2197 135 167 42 239 1642 1071 1031 213 185 109 88 163 125 102 85 64 79 571
internal_count=3121 2756 559 392 365 106 362 320 262 259 214 2197 135 167 42 239 1642 1071 1031 213 185 109 88 163 125 102 85 64 79 571
is_linear=0
shrinkage=0.00257515


Tree=97
num_leaves=31
num_cat=0
split_feature=1 3 124 4 3 43 2 42 4 14 4 2 2 16 1 1 52 43 1 2 49 0 52 43 15 1 1 4 0 0
split_gain=6347.04 1071.96 535.971 497.139 439.08 346.279 328.046 308.561 241.875 217.333 196.943 187.36 169.635 139.216 113.331 111.357 108.217 104.24 92.5139 137.705 92.3552 84.0093 72.9662 70.832 65.7156 63.6759 63.1197 63.1184 60.8933 60.406
threshold=0.104035 -0.063814999999999997 -0.080389999999999989 0.27834500000000006 0.31370500000000007 -0.040344999999999992 0.13501500000000002 -0.0060199999999999993 0.27834500000000006 0.062655000000000016 -0.029144999999999997 0.089885000000000007 0.10045500000000002 -0.008904999999999998 0.12205500000000001 0.15964000000000003 -0.56022499999999986 -0.080324999999999994 0.089770000000000016 0.097845000000000015 -0.054984999999999992 0.18019500000000002 0.048770000000000008 -0.00045499999999999995 0.090455000000000021 0.11323000000000001 0.087135000000000004 -0.00059999999999999995 -0.081894999999999982 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 20 5 14 8 -1 9 11 -7 26 -12 25 28 22 -13 -9 21 -20 -2 -18 -6 -5 -11 -14 -4 -22 -3 -8
right_child=1 4 6 23 15 10 29 17 -10 24 12 16 13 -15 -16 -17 18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014695385085939924 0.0082897826809007376 0.0020300897815001616 0.015851196434051654 0.0024898082604868869 -0.0017842011341884646 0.012845647852313362 0.011541251610750567 0.007400461591117677 0.006389956051658003 0.021106621507206991 0.011562273339029832 0.017836106026107135 0.0088107863054394837 4.6634187681498131e-05 0.00021103359142063733 -0.0066695779184520613 0.014102298699201803 0.00017595316296761443 0.0056226133149625572 0.013626615042689539 0.01561986470604612 0.0087117765405076795 0.003334542747065405 0.0073039078071977801 0.016505594623665885 0.0041490268035543785 0.014618262234996758 0.011825500157331748 0.0062604632106036569 0.0056378949719402029
leaf_weight=35 22 43 933 36 53 35 20 41 22 48 29 45 38 33 92 21 720 20 23 39 72 20 29 48 37 41 399 50 49 28
leaf_count=35 22 43 933 36 53 35 20 41 22 48 29 45 38 33 92 21 720 20 23 39 72 20 29 48 37 41 399 50 49 28
internal_value=0 0.00565183 0.0145628 0.0102566 0.00338426 0.00473565 0.0148099 0.00855496 0.0149508 0.015034 0.00733729 0.0148752 0.00596996 0.00452195 0.00224713 -0.00133905 0.0139212 0.00503177 0.0137016 0.0106574 0.0131825 0.0139566 2.60863e-05 0.00524072 0.0191038 0.00639139 0.0154819 0.0140648 0.00428322 0.00809763
internal_weight=0 691 2430 228 463 360 2334 96 2286 2264 176 2179 141 112 184 103 847 61 802 62 144 740 82 84 85 79 1332 122 92 48
internal_count=3121 691 2430 228 463 360 2334 96 2286 2264 176 2179 141 112 184 103 847 61 802 62 144 740 82 84 85 79 1332 122 92 48
is_linear=0
shrinkage=0.00259437


Tree=98
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 159 1 457 2 14 1 2 14 0 1 4 43 2 2 475 1 148 48 4 0 3 160 3 16 52
split_gain=4249.66 581.464 472.052 402.645 288.436 236.441 212.738 178.724 158.603 151.912 142.495 128.166 114.465 154.765 134.035 111.511 108.072 96.7735 88.7126 88.6817 85.5512 78.6056 78.2088 87.9294 88.9623 67.3505 100.09 65.1877 61.4497 60.1864
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.069009999999999974 0.10045500000000002 0.082585000000000006 0.13075500000000004 0.080930000000000016 0.14753000000000002 0.076175000000000007 0.077845000000000011 0.14285500000000004 -1.0000000180025095e-35 -0.10474999999999998 0.083135000000000014 0.0082450000000000006 -0.079914999999999986 -1.0000000180025095e-35 0.11177500000000001 -0.066784999999999983 0.16540500000000002 -0.043434999999999994 0.093265000000000015 -0.52556499999999995 -0.079119999999999982 -0.097174999999999984 -0.013904999999999999 -0.074939999999999993 -0.013324999999999998 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 11 21 8 19 12 -4 17 -1 14 -14 22 -12 -5 -19 -6 -8 -3 23 -15 -25 26 -26 -16 -20 -21
right_child=1 6 10 5 7 -7 20 -9 -10 -11 16 -13 13 15 27 -17 -18 18 28 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.016229406841501703 0.010112074379342443 0.00039083628340625504 0.010707948285282235 0.0032559936128109721 0.012553055869118562 0.0010731114238381907 0.0010313945985083721 0.0047543368689128692 0.0050917978849856337 0.014417768887985447 0.0065296156288352425 0.001605346863045698 0.011223487050743445 0.015915106081858626 0.0036956346881635901 0.0092282960746279449 0.00091371462075984797 0.010005650867954163 0.0081280728513371085 0.0090265403899832414 -0.0036938161967104881 0.0048853294384837969 0.0097779567355253706 0.011953898231288175 0.0047108019549419056 0.011173332795899224 0.010428811052102095 0.0082864288938748927 0.0032374321727142866 0.010823107247205276
leaf_weight=22 97 22 28 25 67 59 130 34 30 77 61 24 71 23 20 102 22 52 27 197 21 111 107 1076 20 309 52 54 22 159
leaf_count=22 97 22 28 25 67 59 130 34 30 77 61 24 71 23 20 102 22 52 27 197 21 111 107 1076 20 309 52 54 22 159
internal_value=0 0.00437707 0.0108508 0.00645454 0.0110517 0.00475702 0.00213867 0.00955762 0.00991813 0.0114281 0.00647055 0.00620602 0.0113041 0.011245 0.00909136 0.0114299 0.00504106 0.00708234 0.00802946 0.0102604 0.000374246 0.00414188 0.0115714 0.011701 0.0116345 0.0107325 0.00884048 0.00704567 0.00593227 0.00982894
internal_weight=0 590 2531 306 2420 209 284 487 453 1933 111 150 1856 1834 145 1689 83 126 101 423 151 133 1587 1480 1457 381 72 74 49 356
internal_count=3121 590 2531 306 2420 209 284 487 453 1933 111 150 1856 1834 145 1689 83 126 101 423 151 133 1587 1480 1457 381 72 74 49 356
is_linear=0
shrinkage=0.00217221


Tree=99
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 14 15 124 3 4 41 393 1209 12 132 1 15 457 124 1 15 52 0 475 43
split_gain=5001.19 880.839 424.966 362.624 342.071 304.335 286.153 239.538 226.463 270.426 184.938 181.579 173.322 152.118 234.325 151.973 111.346 101.56 91.5128 86.391 122.464 84.1384 77.0315 74.5219 74.0521 72.9563 68.9204 64.8667 60.6072 58.143
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 -0.064054999999999987 -1.0000000180025095e-35 0.024640000000000006 -0.080389999999999989 0.090900000000000009 -0.46376499999999993 0.075585000000000013 1.0000000180025095e-35 0.086895000000000014 0.099815000000000015 0.088890000000000011 0.15799000000000005 -0.079929999999999987 0.048635000000000005 -0.081214999999999982 0.12811000000000003 0.091295000000000015 -0.53060999999999992 -0.030209999999999997 -0.085684999999999997 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 26 6 7 23 10 -8 -10 -1 13 22 16 -15 25 17 18 28 20 -6 -20 -4 -3 -11 -13 -2 -7 -12 -5
right_child=1 4 12 29 19 27 8 -9 9 24 11 15 -14 14 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018225196500662767 0.013752327212994192 0.0040548024987032295 0.0042668862214701297 0.0038550044345624667 0.00138337350116412 0.010300083758994756 0.011639727562848493 0.0060841208548521172 0.011873035646043141 0.0054453115966186768 0.014314344049188832 0.013723993997880166 0.012604906873816508 0.013006637572902338 0.00587275856304655 0.017177940063166898 0.0082964010494713369 0.0086663851792838694 0.013002154405409309 0.004600249427940282 -0.0046184777879147041 0.0096578996705885302 0.0088032898707719118 0.00029156041217593488 0.0020912287283144492 0.012578477067186643 0.010513790280692058 0.0052643437175057244 0.012685672872264948 0.0074617304246994099
leaf_weight=29 44 48 38 36 69 20 34 24 28 143 121 616 28 42 42 47 29 30 59 24 20 82 31 48 38 431 94 28 751 47
leaf_count=29 44 48 38 36 69 20 34 24 28 143 121 616 28 42 42 47 29 30 59 24 20 82 31 48 38 431 94 28 751 47
internal_value=0 0.00593066 0.0125042 0.0094248 0.00422225 0.0126849 0.00529489 0.0127958 0.00652816 0.00569661 0.0128665 0.0127974 0.00812352 0.0122072 0.0094397 0.0134211 0.0124241 0.0125389 0.0126536 0.00100433 3.46429e-05 0.0110573 0.00630498 0.00217318 0.00474114 0.0132524 0.0115464 0.00736257 0.0129117 0.00589737
internal_weight=0 673 2448 221 452 2351 339 2303 243 209 2279 2250 97 1156 84 1094 1072 1043 1013 113 89 141 69 96 181 1047 138 48 872 83
internal_count=3121 673 2448 221 452 2351 339 2303 243 209 2279 2250 97 1156 84 1094 1072 1043 1013 113 89 141 69 96 181 1047 138 48 872 83
is_linear=0
shrinkage=0.00213563


Tree=100
num_leaves=31
num_cat=0
split_feature=1 3 3 39 44 130 4 3 3 133 1 2 13 16 2 13 160 3 3 0 42 131 15 457 15 15 15 2 151 4
split_gain=1516.78 240.51 207.838 171.661 142.636 140.853 126.337 112.381 141.189 102.955 96.2418 82.2798 78.2124 76.1801 75.315 69.0414 78.2046 158.644 71.2254 67.8214 65.8613 65.074 63.6741 63.6077 108.709 62.3237 60.3616 62.3239 58.6198 56.6246
threshold=0.10920500000000001 -0.053259999999999995 0.11924500000000002 0.056590000000000008 0.081805000000000017 -0.072444999999999982 0.042705000000000007 0.31370500000000007 0.076840000000000006 -1.0000000180025095e-35 0.083345000000000016 0.13093500000000002 -0.47860499999999995 -0.10850999999999998 0.10774000000000002 -0.085384999999999975 -0.04016999999999999 -0.12711499999999995 -0.15447499999999995 -0.050684999999999994 0.11066000000000001 0.085335000000000008 -0.045854999999999993 0.080930000000000016 -0.083359999999999976 -0.036009999999999993 -0.17952999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.37944499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 -2 15 8 20 -5 13 25 -9 -8 -4 18 17 -17 -1 -20 26 -11 -12 -18 -25 -7 -3 -28 -10 -19
right_child=1 7 14 9 -6 11 10 12 28 21 22 -13 -14 -15 -16 16 23 29 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.019878419673358221 -0.000153391003428715 0.0012361079867442212 0.0079529073197358163 0.012877195347381763 0.020000702314906721 0.009299053585755163 0.012488487014821633 0.0026053329063822689 0.0037352577593773614 0.0073942922188527278 0.0082105843938877834 0.0037151511487188015 -0.0038003698306092442 0.008186516069609585 -0.0013540798205761658 0.0028717892942164563 0.012293155662528404 0.016091195161918356 0.01319843607933743 0.0063693491538914584 -0.0021084687180335559 0.00037269075831792653 0.001376949468145565 0.0033883205501169696 0.012873802451204336 0.015345295413317819 0.0013199284166615702 0.0090202725883592391 0.0094642881354680217 0.010554277619450082
leaf_weight=20 23 74 25 40 27 98 133 58 35 99 63 27 44 91 21 35 1079 26 419 20 36 21 25 29 35 29 22 37 71 359
leaf_count=20 23 74 25 40 27 98 133 58 35 99 63 27 44 91 21 35 1079 26 419 20 36 21 25 29 35 29 22 37 71 359
internal_value=0 0.00472572 0.0113358 0.0114751 0.0117212 0.00820962 0.0116254 0.00309005 0.00429474 0.00784343 0.00947959 0.00945864 -0.000157911 0.0107408 0.00370407 0.0119565 0.0115937 0.0102568 0.0131919 0.0128873 0.00223879 0.00616551 0.00626921 0.012085 0.00857569 0.0106797 0.00341549 0.00614896 0.00757263 0.0109282
internal_weight=0 554 2567 2521 2361 177 2334 377 275 160 312 154 102 224 46 2022 1563 420 459 439 169 120 88 1143 64 127 133 59 106 385
internal_count=3121 554 2567 2521 2361 177 2334 377 275 160 312 154 102 224 46 2022 1563 420 459 439 169 120 88 1143 64 127 133 59 106 385
is_linear=0
shrinkage=0.00362301


Tree=101
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 12 1375 484 43 4 132 2 14 14 159 160 12 158 4 15 48 1420 48 13 43 3 3 0 15 4
split_gain=1238.37 297.156 145.122 131.919 120.157 98.8479 92.3414 101.595 90.044 84.6792 81.8795 72.3837 63.101 57.571 56.8236 54.4986 60.6164 51.9619 62.515 49.9568 74.573 49.4602 50.0492 46.8914 46.6355 44.7873 54.7811 46.3976 42.7803 40.9582
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.088025000000000006 0.099815000000000015 -0.15308499999999997 -1.0000000180025095e-35 -0.078139999999999973 -0.033174999999999989 0.10365500000000001 0.11704500000000001 -0.10708499999999999 0.076175000000000007 0.084250000000000005 0.08325500000000001 0.13597000000000004 0.07968500000000002 0.042705000000000007 -0.41942499999999994 0.086665000000000006 -0.083904999999999993 0.093265000000000015 -0.008624999999999999 -0.025214999999999998 0.11924500000000002 -0.0063699999999999989 -0.23194499999999998 -0.42198999999999992 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 9 13 -4 -8 14 -2 19 -11 -10 21 -9 16 29 18 -1 -5 -21 -3 -23 -24 -6 26 -14 -28 -13 -7
right_child=3 5 6 10 24 15 7 8 12 11 -12 28 25 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0081303301703775418 0.0092726005865043318 0.011511626124951498 -0.001035085948261217 0.0018717968922718369 0.00059628815736579471 0.0073303753449442616 0.010607501780799757 0.003827831905452472 0.01074577076975136 0.00618104466815903 0.0037548003448820604 0.0050426212701960346 0.0025467354035326965 0.011470658191259307 -0.0010554187369699332 0.010470489258656011 0.0030169781878601554 0.011096121939923206 0.0037648655803732313 -0.0073704393805586283 -0.00055161151725632547 0.0085372192258032116 0.0074341750908527996 0.0027124802326882729 0.004893201159736617 0.0031755849189046368 0.0036203705471478448 0.0083907958649369497 0.00012506357416251817 0.0035412896787930964
leaf_weight=130 31 42 20 20 107 271 26 94 20 63 28 22 24 53 24 32 34 34 33 22 31 1597 108 20 25 50 21 74 40 25
leaf_count=130 31 42 20 20 107 271 26 94 20 63 28 22 24 53 24 32 34 34 33 22 31 1597 108 20 25 50 21 74 40 25
internal_value=0 0.00782394 0.00596326 0.00242224 0.00339906 0.00829295 0.00487632 0.00523136 0.00477606 0.00508203 -0.000363161 0.00404277 0.00598816 0.00856182 0.00283463 0.00694115 0.00659891 0.00791092 0.00724652 -0.00194265 -0.00338207 0.00847457 0.00840063 0.00669641 0.0014101 0.00542513 0.00637032 0.00733628 0.00187 0.00701035
internal_weight=0 2732 550 389 288 2182 353 333 307 156 101 125 189 1820 118 362 330 197 163 73 53 1767 1725 128 132 169 119 95 62 296
internal_count=3121 2732 550 389 288 2182 353 333 307 156 101 125 189 1820 118 362 330 197 163 73 53 1767 1725 128 132 169 119 95 62 296
is_linear=0
shrinkage=0.00283252


Tree=102
num_leaves=31
num_cat=0
split_feature=1 52 2 12 4 2 11 2 2 2 4 50 52 123 41 160 151 0 2 4 4 475 15 2 4 2 1 13 160 0
split_gain=2844.92 634.195 355.255 275.067 269.297 224.564 160.159 125.059 119.674 114.003 102.311 98.7055 88.1643 86.0686 80.7507 84.0522 74.1884 67.0306 114.543 78.5903 65.8943 64.3459 63.4825 63.409 62.8094 60.9622 94.0155 58.6924 57.5936 55.617
threshold=0.10312500000000001 -0.40967499999999996 0.13754500000000003 0.088105000000000003 0.40124500000000002 0.10045500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.15109000000000003 0.10276500000000001 0.27044500000000005 0.041865000000000006 0.13389000000000004 0.084025000000000016 0.086565000000000017 -0.082459999999999992 0.055020000000000006 -0.075359999999999996 -0.0050599999999999994 -0.39518999999999993 -0.022844999999999997 -0.066784999999999983 -0.41942499999999994 0.14753000000000002 0.015030000000000002 0.087675000000000017 0.083345000000000016 -0.07965499999999999 -0.059339999999999997 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 16 -3 13 -9 -5 22 20 21 15 -8 17 25 -19 -20 -11 -7 -4 -24 -25 -1 -27 -18 -21 -13
right_child=1 2 11 10 -6 8 14 9 -10 12 -12 29 -14 -15 -16 -17 27 18 19 28 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.013741034270618364 0.013311731819606192 0.0029074337919255218 0.0033269282645718994 0.011665452511182964 0.0031112135851762736 0.014694672009263953 0.012951422097722223 0.011591938712555622 0.0045731943022465551 0.0096071663035633657 0.0067411434613618253 0.0089356236628708296 0.010968500492941747 0.0061358102856132954 0.011638798238359947 0.019469009107630959 0.011850772860980394 0.0054872478753298726 0.014886467377179765 0.007101921679548328 0.0045376696396694574 0.01119856483462898 0.0033592898209390885 0.0012424563836745761 -0.0047508295793761129 0.01291711176962761 0.008647239479519701 0.0061742915736056744 0.011948570411755677 0.0024560929678170661
leaf_weight=940 90 107 44 91 22 45 20 29 21 22 49 20 22 23 20 59 44 20 66 21 161 340 20 22 33 532 42 20 156 20
leaf_count=940 90 107 44 91 22 45 20 29 21 22 49 20 22 23 20 59 44 20 66 21 161 340 20 22 33 532 42 20 156 20
internal_value=0 0.00648271 0.00552238 0.0066993 0.0126796 0.0127684 0.0131662 0.00536801 0.0109695 0.00649314 0.00994194 0.00196202 0.00577185 0.0112988 0.0165705 0.017819 0.0129831 0.0130878 0.0118075 0.0123277 0.00514712 0.0116072 0.000706952 -0.000830101 -0.00235352 0.0133102 0.0126047 0.0100769 0.0113735 0.00569586
internal_weight=0 730 640 481 2391 2369 1940 341 429 234 140 159 205 408 99 79 1841 1777 263 243 183 385 119 75 55 1514 574 64 177 40
internal_count=3121 730 640 481 2391 2369 1940 341 429 234 140 159 205 408 99 79 1841 1777 263 243 183 385 119 75 55 1514 574 64 177 40
is_linear=0
shrinkage=0.00274751


Tree=103
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 2 1 15 157 4 13 52 2 52 1 0 1 4 11 11 0 4 158 15 48 15 148 16 3
split_gain=3963.35 548.489 424.213 355.318 263.818 225.942 211.222 205.055 178.555 129.527 118.84 108.526 106.436 111.824 107.793 107.855 96.6755 95.5917 91.615 89.675 95.5437 83.7025 82.7596 83.1953 92.7455 79.7893 77.7845 77.1086 64.1913 74.4389
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.069009999999999974 0.08864000000000001 0.090285000000000018 0.14285500000000004 0.13075500000000004 0.024640000000000006 -0.071119999999999989 0.033845000000000007 -0.00096999999999999983 0.08257500000000001 0.11177500000000001 -0.088614999999999985 0.093575000000000019 -0.23194499999999998 0.16540500000000002 0.024790000000000003 1.0000000180025095e-35 0.080150000000000013 -0.12333499999999999 -0.46376499999999993 0.07968500000000002 -1.0000000180025095e-35 0.084855000000000014 0.13592500000000005 -0.043434999999999994 -0.073849999999999985 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 16 19 9 27 12 -5 26 25 13 14 -6 -16 -1 -9 -13 21 -21 -4 -18 24 -24 -11 28 -3 -7 -30
right_child=1 7 5 6 8 10 -8 17 -10 11 -12 18 -14 -15 15 -17 22 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.017917194568268378 0.012194702593657184 0.0013279147431958334 0.0090395579109025809 0.0018516352276596823 0.012152228856760955 0.014161972205389622 0.0015327118033381748 0.0021517548090525681 0.015943238597390347 0.0098387472445927108 0.010781892832648231 0.014674549502294921 0.013601759823241476 0.0019992455321054588 0.010978384195895727 0.0057858592880498999 0.015398635069859671 -0.0036372115469761792 0.0079142713652488924 0.019869750618798313 0.014461279014328312 0.014239349740384686 0.011918476370936451 0.015200716963169989 0.0068216301585097353 0.0050347287592514677 0.0085323411310799999 0.006487183532623118 0.015066426981805568 0.012258346617492331
leaf_weight=22 97 22 20 21 36 292 45 130 21 36 171 27 21 20 35 92 42 21 24 37 47 1037 72 28 33 56 23 111 70 412
leaf_count=22 97 22 20 21 36 292 45 130 21 36 171 27 21 20 35 92 42 21 24 37 47 1037 72 28 33 56 23 111 70 412
internal_value=0 0.00587403 0.0131199 0.00821254 0.0108157 0.0135809 0.00636436 0.00335436 0.00895312 0.00769012 0.0126863 0.00854752 0.00823355 0.00761753 0.00830689 0.00721687 0.0129431 0.00134667 0.0114932 0.0143399 0.0168436 0.014141 0.0123178 0.0113448 0.0103166 0.00691456 0.0130949 0.00563377 0.0132305 0.0126662
internal_weight=0 590 2531 306 422 2109 209 284 225 164 968 143 204 183 163 127 197 151 51 1141 84 1057 175 133 105 92 797 133 774 482
internal_count=3121 590 2531 306 422 2109 209 284 225 164 968 143 204 183 163 127 197 151 51 1141 84 1057 175 133 105 92 797 133 774 482
is_linear=0
shrinkage=0.00251758


Tree=104
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 4 14 2 1 43 52 14 52 457 4 1 43 16 0 42 52 159 0 0 14 14 13
split_gain=4359.78 752.393 491.575 377.624 341.984 306.647 234.995 219.063 206.762 190.182 144.331 113.895 104.321 90.1799 99.52 90.078 79.8326 78.6641 74.7652 74.3456 72.5363 71.273 59.1398 64.0161 65.8069 80.4014 65.2607 54.2674 50.6597 49.1371
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 -0.080389999999999989 0.088105000000000003 0.14122000000000004 -0.0060199999999999993 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.089885000000000007 0.16773500000000005 -0.080324999999999994 -0.077024999999999996 -0.073114999999999986 -0.56022499999999986 0.080930000000000016 -0.17966999999999997 0.11392000000000001 -0.016814999999999997 -0.0073349999999999986 0.18019500000000002 0.088380000000000014 0.40674500000000008 -0.0060149999999999986 -0.13455999999999999 -0.070154999999999981 0.096015000000000017 -0.46166999999999997 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 17 7 -1 9 -6 10 22 13 29 -4 -15 -12 21 -3 20 -18 -19 -17 23 24 -5 -26 -27 -11 -20 -8
right_child=1 2 11 5 8 -7 12 -9 -10 27 15 -13 -14 14 -16 16 19 18 28 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.015457306004434875 0.015404905247516979 0.011418834078653921 -0.0014046479408058444 0.01800383093200672 0.014026132346697015 0.0081197485205836799 0.012275060287613066 0.0076320577858680775 0.0067480576057064824 0.020619715284505312 0.018029698467629394 -0.0029252117073079935 0.0019710646813179741 0.0088560363832269635 0.0031303091176803515 0.01461860625490915 0.013828681728771837 0.008731062197198906 0.0087547390536077095 0.0072705889609002844 0.0044488427492569878 0.0095785801534261916 0.014890112730724565 0.011735578172692749 0.012315828024535855 0.016348283083377949 0.01271990228707981 0.015953574072432176 0.0042504050363727907 0.0066282835892739374
leaf_weight=35 74 21 22 133 84 41 20 25 40 62 47 22 20 27 96 746 28 99 20 21 38 20 326 22 39 780 36 24 130 23
leaf_count=35 74 21 22 133 84 41 20 25 40 62 47 22 20 27 96 746 28 99 20 21 38 20 326 22 39 780 36 24 130 23
internal_value=0 0.00747893 0.00649976 0.0150509 0.00798378 0.0152622 0.00998346 0.015389 0.0116784 0.0154739 0.0153235 0.00266087 0.00694243 0.00350842 0.00438718 0.014483 0.0142785 0.00649634 0.00613616 0.0110181 0.00754329 0.014487 0.0158658 0.0161808 0.0162798 0.0160116 0.0161882 0.0193175 0.00485098 0.00925469
internal_weight=0 673 599 2448 432 2350 98 2309 124 2284 2198 167 63 145 123 862 815 308 287 49 137 766 1336 1010 988 855 816 86 150 43
internal_count=3121 673 599 2448 432 2350 98 2309 124 2284 2198 167 63 145 123 862 815 308 287 49 137 766 1336 1010 988 855 816 86 150 43
is_linear=0
shrinkage=0.00263476


Tree=105
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 150 4 1 2 49 12 4 2 1 50 40 1 15 151 0 1 11 156 12
split_gain=9978.95 1522.97 817.089 785.465 558.526 500.576 399.377 322.528 306.366 285.873 262.789 175.82 175.652 164.085 195.296 135.214 110.879 132.569 109.716 107.204 105.147 97.6759 93.8174 91.9623 97.304 91.8986 80.868 71.1011 69.7414 68.0273
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.092845000000000025 0.14122000000000004 1.0000000180025095e-35 -0.15464999999999998 0.089770000000000016 0.090425000000000019 -0.054984999999999992 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 0.076935000000000017 0.041865000000000006 -0.077714999999999992 0.13265500000000002 -0.41942499999999994 -1.0000000180025095e-35 -0.030209999999999997 0.13075500000000004 0.084680000000000019 0.087645000000000015 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 21 13 -8 -4 11 19 -10 16 18 -2 17 -1 -15 25 23 -3 -14 -6 -25 29 -5 -17 -18 -7
right_child=1 4 9 26 20 10 8 -9 12 -11 -12 -13 22 14 -16 27 28 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.053214811277489171 0.039633751096754807 0.034143720338743022 0.044972121215628345 0.037392684777115909 0.031468192062009397 0.046788571288655253 0.041854737179591879 0.051716226420535458 0.042123500893318407 0.037088213127236105 0.039240651588431041 0.039750662953372297 0.035897503687059525 0.041881132410245339 0.03958194232424174 0.044465162845255389 0.046466237391895808 0.047558538662428235 0.046525953134539506 0.047645227630707401 0.033809275505284543 0.029639593000135113 0.03162466629066208 0.029784558838938064 0.023289659039247526 0.04112083458492137 0.032547703822993129 0.048269482969637754 0.04226688651685747 0.044476574471591986
leaf_weight=21 23 46 37 60 29 98 54 76 20 60 41 28 146 28 25 87 313 1137 263 92 23 50 31 22 24 29 24 34 21 179
leaf_count=21 23 46 37 60 29 98 54 76 20 60 41 28 146 28 25 87 313 1137 263 92 23 50 31 22 24 29 24 34 21 179
internal_value=0 0.0367414 0.0464402 0.0414294 0.0343394 0.046702 0.0356675 0.0472145 0.0371475 0.0400955 0.0446346 0.0451537 0.0358572 0.0470253 0.045565 0.0445917 0.0473345 0.0476611 0.046079 0.0455338 0.0296368 0.0317978 0.0351492 0.0283572 0.0263959 0.044899 0.0360084 0.0455341 0.0462022 0.0452945
internal_weight=0 673 2448 228 445 2351 347 1884 251 97 467 426 197 1808 316 144 1492 1158 291 398 98 96 177 75 46 306 84 121 334 277
internal_count=3121 673 2448 228 445 2351 347 1884 251 97 467 426 197 1808 316 144 1492 1158 291 398 98 96 177 75 46 306 84 121 334 277
is_linear=0
shrinkage=0.00223072


Tree=106
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 132 2 14 2 4 52 50 15 52 47 1 124 42 0 3 0 4 3 15 159 43
split_gain=12138.3 1415.41 1326.28 803.585 730.125 628.968 519.57 478.634 430.234 276.743 272.167 246.083 244.144 239.784 233.308 229 215.257 198.426 198.314 192.495 206.013 134.796 111.287 103.735 108.606 101.769 226.554 97.3609 92.0664 88.0078
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.09141500000000001 -0.025214999999999998 -0.17966999999999997 0.082150000000000015 0.11177500000000001 0.076175000000000007 0.11704500000000001 0.018150000000000003 0.048770000000000008 0.11375500000000001 0.13592500000000005 0.0046550000000000003 0.077555000000000013 0.10124500000000002 -0.072314999999999977 0.11066000000000001 -0.13027499999999997 -0.13927999999999999 -0.066089999999999996 -0.059649999999999988 0.092670000000000016 -0.17952999999999997 0.082585000000000006 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 9 7 11 21 -6 18 -9 22 -2 16 -7 -12 23 19 25 20 -10 27 -4 -8 -25 -1 -27 -3 -29 -5
right_child=1 5 6 29 8 14 13 10 17 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.021539778948735763 0.019587153916218233 0.005553295551171308 0.017907184872546909 0.0066493232083370581 0.021688776027238777 8.5984902498313328e-05 0.023227019932228102 0.016680992893075577 0.01037246488634554 0.012083949234541211 0.0086954280867201882 0.026942521224424903 0.011431309388873155 0.017783306814753288 0.0071083269807176519 0.016616635463334049 0.013865125921891569 0.018591307833467262 0.02511997056750442 0.0094000672010493645 0.018000468475551583 0.0020729613704670745 0.022045591522325127 0.020940979841166212 0.018703085246191849 0.019666238451000583 0.011950802030454646 0.010895737311592824 0.0055157638041088411 0.011279346167867776
leaf_weight=67 95 67 30 33 28 57 69 38 30 20 92 46 20 177 34 20 21 22 33 74 34 26 1170 473 123 93 21 45 21 42
leaf_count=67 95 67 30 33 28 57 69 38 30 20 92 46 20 177 34 20 21 22 33 74 34 26 1170 473 123 93 21 45 21 42
internal_value=0 0.00987703 0.0205633 0.0146451 0.0171299 0.0076122 0.0212503 0.00905598 0.0140164 0.0196313 0.0117746 0.0221267 0.0181687 0.019985 0.00270972 0.0101099 0.0205531 0.0126738 0.0203367 0.0117304 0.0144248 0.00649124 0.0219421 0.0207643 0.0204791 0.0194646 0.018245 0.00735496 0.00918393 0.00924214
internal_weight=0 590 2531 190 422 400 2109 309 188 234 150 1246 115 863 91 112 686 160 214 138 64 159 1200 665 596 181 114 133 66 75
internal_count=3121 590 2531 190 422 400 2109 309 188 234 150 1246 115 863 91 112 686 160 214 138 64 159 1200 665 596 181 114 133 66 75
is_linear=0
shrinkage=0.00212165


Tree=107
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 14 4 1 2 15 0 49 457 4 1 12 4 3 15 12 159 16 1 40 13 16 2 4
split_gain=7595.81 1246.28 818.444 618.397 409.147 336.973 305.024 287.274 262.143 247.672 233.891 179.864 163.541 258.854 155.209 150.155 132.576 125.84 122.478 116.682 92.2419 89.5321 85.5734 138.011 84.2683 83.3461 195.68 74.8102 71.3437 67.7806
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.27834500000000006 0.092845000000000025 0.14753000000000002 -0.41396999999999995 -0.10474999999999998 0.082865000000000008 0.080930000000000016 0.0082450000000000006 0.083135000000000014 0.087765000000000024 -0.52556499999999995 -0.13927999999999999 -0.090644999999999989 0.095780000000000018 0.082585000000000006 0.0057500000000000008 0.11392000000000001 -0.065969999999999987 -0.072819999999999982 -0.073404999999999984 0.089775000000000008 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 7 6 25 12 29 -5 14 -7 13 16 21 17 -1 18 -14 -20 -8 -6 23 24 -2 -3 -27 -19 -18 -4
right_child=1 5 8 9 10 11 20 -9 -10 -11 -12 -13 15 -15 -16 -17 28 27 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.017902383885462624 0.011498945873415694 0.0083644892659567698 0.019288178970903708 0.017371552630200821 0.01840859270343552 0.0065110425556415092 0.0091271097537655842 0.022626648404711593 0.011626215392508065 0.010744662708948298 0.011279657419156524 0.0011652314877379623 0.024431932927929931 0.021468096049140805 0.011634195709539731 0.016467206035916056 0.015179911508200647 0.019088549608098682 0.014817797589282797 0.019636269630253545 0.0038018744086091515 0.016472884718099372 0.0087181559177052885 0.015954964381195518 0.0077606681951948213 0.0081012822804369892 0.015405928096800815 0.017878690014621831 0.011066518084693762 0.016249292739704796
leaf_weight=48 104 20 68 37 184 113 22 79 34 60 30 33 21 36 20 98 44 424 21 707 33 205 70 23 32 22 46 406 28 53
leaf_count=48 104 20 68 37 184 113 22 79 34 60 30 33 21 36 20 98 44 424 21 707 33 205 70 23 32 22 46 406 28 53
internal_value=0 0.0106155 0.0129937 0.018257 0.0184627 0.00745553 0.00965349 0.0188654 0.0165684 0.0132724 0.0167089 0.00530274 0.0187033 0.0167304 0.0171071 0.0188868 0.0153091 0.019037 0.0196356 0.0194973 0.00593197 0.0173885 0.0105741 0.0113912 0.0106194 0.0119794 0.0130427 0.0184967 0.0135803 0.0179571
internal_weight=0 673 384 2448 2351 289 143 1912 155 97 439 146 1833 156 409 1677 120 1579 749 728 55 389 229 159 136 88 68 830 72 121
internal_count=3121 673 384 2448 2351 289 143 1912 155 97 439 146 1833 156 409 1677 120 1579 749 728 55 389 229 159 136 88 68 830 72 121
is_linear=0
shrinkage=0.00201447


Tree=108
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 3 159 4 14 15 47 52 2 3 1 123 4 3 2 0 1 3 4 148 4 11
split_gain=10180.7 1212.93 1111.88 903.575 632.056 463.331 425.882 393.122 368.195 261.003 221.588 204.838 191.875 190.09 172.828 164.337 171.24 173.03 159.487 141.812 132.723 250.145 116.543 106.643 140.776 91.7193 113.206 89.9255 64.1679 58.9105
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092390000000000014 0.13075500000000004 0.09141500000000001 0.14285500000000004 -0.16363499999999997 -0.11171999999999999 0.078675000000000009 0.018150000000000003 0.076175000000000007 0.13592500000000005 0.077555000000000013 0.0046550000000000003 0.10381000000000001 -0.0043399999999999992 0.16540500000000002 0.08128500000000001 -0.062539999999999984 0.092670000000000016 0.11177500000000001 -0.10836499999999999 0.075045000000000014 -0.13927999999999999 -0.10429499999999998 -0.062044999999999996 -0.50262499999999988 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 27 12 10 -6 -1 19 13 23 25 20 16 17 -10 -7 22 -11 -22 -5 24 -4 -8 -27 -3 -25 -29
right_child=1 5 6 7 8 18 11 -9 15 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 28 -26 26 -28 29 -30 -31
leaf_value=0.010977688299716808 0.017016139335564961 0.0032267384378490221 0.019630929063492199 0.016147071942427271 0.019548650089012548 0.002778553299215072 0.021617080306699774 0.0024004931864599443 0.0092985856947929799 0.020837190997931264 0.0056765389234334322 0.01603809776450716 0.025082881247138492 0.011942698465021002 0.023803685001093439 0.016663372361615539 0.0066674716924872137 0.016411992338768586 -0.0041498216769533742 0.0080168058019826332 0.018118940207325376 0.0094066277516459233 0.010529858565843483 0.024433055443738735 0.012166891024314086 0.01498582170235236 0.019048874078266536 0.0076953009905906802 0.0203171772585636 0.011753054864375475
leaf_weight=26 101 20 44 44 31 130 69 45 49 57 43 177 46 21 32 22 56 30 21 36 97 22 37 21 20 40 556 88 1115 25
leaf_count=26 101 20 44 44 31 130 69 45 49 57 43 177 46 21 32 22 56 30 21 36 97 22 37 21 20 40 556 88 1115 25
internal_value=0 0.00808311 0.0188434 0.0113053 0.015387 0.00461131 0.019535 0.00849168 0.012202 0.0179459 0.0102048 0.0182755 0.0204074 0.0188527 0.0188169 0.0107514 0.00978792 0.0119999 0.001815 0.0118691 0.0179102 0.0165083 0.0135812 0.0202282 0.0172984 0.019071 0.0187762 0.00778607 0.0203933 0.00859303
internal_weight=0 590 2531 306 422 284 2109 205 188 234 160 863 1246 686 208 157 135 79 151 117 176 119 81 1200 64 665 596 133 1136 113
internal_count=3121 590 2531 306 422 284 2109 205 188 234 160 863 1246 686 208 157 135 79 151 117 176 119 81 1200 64 665 596 133 1136 113
is_linear=0
shrinkage=0.00233271


Tree=109
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 159 12 1 15 2 52 2 4 2 0 1 11 11 0 148 16 3 4 4 4 15 16 2 16 0
split_gain=2725.09 400.85 304.473 256.052 182.762 163.902 153.995 146.578 142.623 93.7804 86.3169 93.5957 81.3887 79.6156 77.166 75.922 66.8224 75.7805 70.0069 63.2398 61.9633 62.5228 71.7245 70.3402 60.0433 80.9684 83.0483 57.9935 61.8834 46.0084
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.069009999999999974 0.08864000000000001 0.082585000000000006 0.090285000000000018 0.13075500000000004 0.024640000000000006 0.14285500000000004 0.08257500000000001 0.10252500000000002 0.033845000000000007 -1.0000000180025095e-35 -0.23194499999999998 0.16540500000000002 1.0000000180025095e-35 0.080150000000000013 -0.12333499999999999 -0.043434999999999994 -0.073404999999999984 -0.13927999999999999 -0.10429499999999998 -0.42529999999999996 -0.46376499999999993 -0.03241999999999999 0.0013750000000000001 0.11177500000000001 -0.013324999999999998 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 14 9 16 19 10 13 11 29 20 -5 -1 -9 18 -18 -4 -3 -8 -22 23 -23 -16 -26 -27 -15 -29 -6
right_child=1 7 6 5 8 -7 12 15 -10 -11 -12 -13 -14 27 24 -17 17 -19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.022312853776637508 0.016151547091036285 0.0041772311065138758 0.012131538175371321 0.007705756587836835 0.014285741547540446 0.0054390118821543276 0.018069184809656802 0.0054272265880799713 0.020401190545708037 0.0059327599482980678 0.017811151784713462 0.0083011260616138796 0.014519839960830757 0.016359626148013257 0.019316806807183715 -0.0010715571978172074 0.024342135093411557 0.018274635269521285 0.01812178477161221 0.01006281224676062 0.018954872031512401 0.015569885113206719 0.016237852613306115 0.007766277960301801 0.017013049247516586 0.015111743548843549 0.0070442840378836915 0.014768390590538144 0.0076031111072869346 0.0097922487924678135
leaf_weight=22 97 22 20 25 75 59 300 130 21 24 21 75 171 52 42 21 37 47 1037 111 73 26 377 21 79 33 21 27 22 33
leaf_count=22 97 22 20 25 75 59 300 130 21 24 21 75 171 52 42 21 37 47 1037 111 73 26 377 21 79 33 21 27 22 33
internal_value=0 0.00937501 0.0169435 0.0118933 0.0144845 0.00991697 0.0174355 0.00666165 0.0125316 0.0116783 0.0117215 0.0110227 0.0165051 0.0127727 0.0167149 0.00452342 0.0182248 0.0209472 0.0180084 0.00908926 0.016931 0.016244 0.0157773 0.0120832 0.0160112 0.0149673 0.0119744 0.0140269 0.0115513 0.0129127
internal_weight=0 590 2531 306 422 209 2109 284 225 150 204 183 968 126 197 151 1141 84 1057 133 797 497 424 47 175 133 54 101 49 108
internal_count=3121 590 2531 306 422 209 2109 284 225 150 204 183 968 126 197 151 1141 84 1057 133 797 497 424 47 175 133 54 101 49 108
is_linear=0
shrinkage=0.00317133


Tree=110
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 159 14 1 2 2 2 4 1 4 1 123 0 47 1 12 4 1420 1429 484 51 49 43 3
split_gain=12403.1 2033.9 1282.11 1073.49 770.718 686.518 510.496 419.306 407.655 339.857 325.619 323.595 221.607 230.194 145.957 125.12 140.898 120.118 115.955 111.957 94.5082 93.8209 88.6583 84.466 116.476 149.61 97.2954 84.0954 81.4326 77.7032
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.091265000000000013 0.10672500000000001 0.15609500000000001 0.40945500000000007 0.088770000000000016 -0.013125 0.086455000000000018 0.088610000000000008 0.18019500000000002 0.090100000000000013 0.11551000000000002 0.085355000000000014 -0.036839999999999991 -0.083604999999999985 0.084770000000000012 0.073690000000000019 0.11144500000000002 -0.053364999999999996 0.0034250000000000005 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 6 8 -4 10 -5 14 20 13 17 23 18 -17 -9 28 -3 -6 -16 -2 -1 26 -26 -25 -11 -12 -15
right_child=1 2 7 9 11 -7 -8 12 -10 27 15 -13 -14 29 21 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.02720014435103759 0.023691390811896133 0.010101107117172253 0.014872408291603537 0.020306242223541722 0.02279262566955928 0.013382757048403186 0.012592845374673518 0.012838934967390756 0.027029546034702916 0.014145217004018671 0.022734654603269101 0.011678227286097447 0.0026396838089361779 0.0078655923360228617 0.01885389602357268 0.020503758433803063 0.015367066916521574 0.0065051015153768377 0.016791109776324226 0.014404056862035356 0.017883155728339616 0.022051884208473711 0.018647387775024768 0.023402626625782783 0.023953554083772945 0.017106437099471773 0.019637016522934751 0.0091447745005802869 0.020575223820437038 0.0040618059188293268
leaf_weight=24 50 191 26 34 36 41 25 38 85 34 283 28 74 37 50 312 27 22 20 33 37 292 24 985 27 33 33 29 114 77
leaf_count=24 50 191 26 34 36 41 25 38 85 34 283 28 74 37 50 312 27 22 20 33 37 292 24 985 27 33 33 29 114 77
internal_value=0 0.011386 0.0100679 0.0218425 0.0129657 0.0221327 0.022288 0.00663065 0.0223941 0.0148098 0.022215 0.0179129 0.00576659 0.00709642 0.0228155 0.021068 0.0200946 0.0105165 0.0218592 0.010735 0.0203043 0.0215843 0.0220555 0.0231975 0.0231084 0.0201876 0.0232806 0.0118434 0.0221146 0.00529637
internal_weight=0 673 599 2448 325 2351 2310 274 2285 97 2200 101 248 174 1444 756 339 60 417 224 73 342 74 1102 1078 60 1018 63 397 114
internal_count=3121 673 599 2448 325 2351 2310 274 2285 97 2200 101 248 174 1444 756 339 60 417 224 73 342 74 1102 1078 60 1018 63 397 114
is_linear=0
shrinkage=0.0021572


Tree=111
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 2 1 2 4 2 14 4 1 4 1 15 49 0 15 2 15 40 1 47 1 0 1 12 42
split_gain=12510.6 2000.82 1042.28 990.166 669.962 543.119 511.909 402.864 365.008 453.828 357.513 318.23 213.323 203.504 194.922 292.739 226.912 191.72 178.372 163.093 154.725 143.266 128.116 123.56 122.647 122.266 145.868 118.794 112.35 109.383
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.09253500000000002 1.0000000180025095e-35 -0.062539999999999984 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.083345000000000016 -0.013125 0.086455000000000018 -0.17952999999999997 -0.054984999999999992 -0.11173999999999999 -0.097454999999999986 0.094835000000000017 -0.053579999999999996 -0.077714999999999992 0.16175000000000003 0.093140000000000014 0.075045000000000014 -0.046359999999999991 0.13288500000000003 0.090285000000000018 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 17 6 11 22 20 -8 -10 14 12 18 -14 25 28 -17 -2 19 -4 -1 -22 -3 -6 -15 26 -7 -11 -16 -20
right_child=1 4 5 -5 23 10 8 -9 9 27 -12 -13 13 24 15 16 -18 -19 29 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028850668726007542 0.016784972553648747 0.0097152563572176515 0.028930835894209795 0.012278687172243639 0.005457689006046193 0.026511809456871815 0.022618007664288241 0.014546267865546032 0.022655641510574389 0.01188144188142538 0.016945324030979817 0.033518282751393347 0.027791415322283138 0.014299259077227577 0.027193391995316857 0.023673431501204375 0.011142277828005902 0.02526547061400904 0.028518582116160957 0.019718851089998182 0.024555566495333785 0.015385963008798305 0.0034888489957498993 -0.0017955605735055623 0.023327387931742966 0.028920183153900013 0.021787818129384382 0.005556423563510291 0.023578915540964324 0.026937933340590726
leaf_weight=26 23 46 22 84 90 259 30 69 28 155 39 64 37 20 91 20 22 121 745 38 30 21 50 21 24 112 58 25 198 553
leaf_count=26 23 46 22 84 90 259 30 69 28 155 39 64 37 20 91 20 22 121 745 38 30 21 50 21 24 112 58 25 198 553
internal_value=0 0.0131394 0.0262474 0.0196254 0.00981632 0.0266899 0.0117209 0.0192711 0.013838 0.0125716 0.0248961 0.0276435 0.0273822 0.0231373 0.0253041 0.0237517 0.0171095 0.0239109 0.0276354 0.0230966 0.0235051 0.0207798 0.00647234 0.00408545 0.0192237 0.0265019 0.0256475 0.011003 0.024717 0.0278452
internal_weight=0 673 2448 228 445 2302 334 146 238 208 799 1503 1439 81 760 331 42 144 1358 60 77 51 96 111 44 429 317 180 289 1298
internal_count=3121 673 2448 228 445 2302 334 146 238 208 799 1503 1439 81 760 331 42 144 1358 60 77 51 96 111 44 429 317 180 289 1298
is_linear=0
shrinkage=0.00269255


Tree=112
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 159 1 457 14 2 42 14 0 1 0 47 43 4 475 15 0 1420 48 16 4 148 3 52 52 16
split_gain=2827.7 396.386 320.478 266.491 219.783 153.619 144.795 131.668 129.504 124.473 107.185 97.8745 134.966 127.901 89.3933 117.661 86.285 83.15 72.7157 72.6303 68.4178 72.763 90.8137 60.3436 57.8992 55.6928 52.8595 49.4972 73.7188 52.3599
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.069009999999999974 0.10045500000000002 0.082585000000000006 0.13075500000000004 0.080930000000000016 0.076175000000000007 0.14122000000000004 -0.0060199999999999993 -1.0000000180025095e-35 -0.10474999999999998 0.083135000000000014 -0.040504999999999992 0.080455000000000013 -0.079914999999999986 0.0082450000000000006 -0.066784999999999983 -0.41396999999999995 -0.085669999999999982 -0.081459999999999991 0.093265000000000015 -0.013324999999999998 0.022185000000000003 -0.062044999999999996 -0.074939999999999993 0.039215000000000007 -1.0000000180025095e-35 -0.067914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 14 25 9 11 18 -4 -1 13 -13 15 23 -12 20 -6 -8 -14 -22 -23 -5 -17 -3 -15 28 -20 -29
right_child=1 6 10 5 7 -7 19 -9 -10 -11 16 12 17 26 -16 24 -18 -19 27 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.027202504054832037 0.01803647173421196 0.0043843157968148352 0.020150543448166809 0.015024901597288887 0.021671515232304327 0.0058802496380346075 0.0063737467541777624 0.010284880711279584 0.024415600404170342 0.011649973072329185 0.013545515330084952 0.019673349458733249 0.021071390155975145 0.0078957606155331973 0.0083561884279783703 0.022975170541354204 0.0057410953421740277 0.016686438379276611 0.017746424000681327 0.000872463191039077 0.026139791541087417 0.019590730433780238 0.01429655902231503 0.0073569178309660435 0.015272800145723592 0.010909697447971238 0.014755385353489595 0.021165076548884637 0.012778919317300422 0.016947120291013789
leaf_weight=22 97 20 22 24 67 59 107 34 77 41 63 71 550 20 43 21 26 102 138 44 21 972 44 30 32 113 54 78 54 75
leaf_count=22 97 20 22 24 67 59 107 34 77 41 63 71 550 20 43 21 26 102 138 44 21 972 44 30 32 113 54 78 54 75
internal_value=0 0.0102528 0.0190153 0.013099 0.01929 0.0108075 0.00718613 0.0171259 0.0198352 0.0176393 0.0130266 0.0196452 0.0195545 0.0162173 0.0127455 0.0145095 0.0112656 0.019841 0.0182354 0.00477072 0.0200438 0.0194987 0.0193615 0.0107649 0.0183247 0.00992844 0.0129014 0.0175681 0.0163493 0.0190975
internal_weight=0 590 2531 306 2420 209 284 487 1933 453 111 1856 1834 145 150 107 89 1689 412 151 1587 1037 1016 54 53 133 74 345 192 153
internal_count=3121 590 2531 306 2420 209 284 487 1933 453 111 1856 1834 145 150 107 89 1689 412 151 1587 1037 1016 54 53 133 74 345 192 153
is_linear=0
shrinkage=0.00360442


Tree=113
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 150 1 2 1 12 4 2 1 1 51 2 47 0 156 52 4 12 14 49
split_gain=10205 1660.01 1098.56 826.062 760.327 524.676 328.318 322.958 296.859 276.643 245.31 209.448 183.119 207.008 131.524 127.038 148.893 124.667 113.725 105.823 101.962 93.9401 89.7062 86.0298 82.8926 75.9889 75.2675 72.0399 70.4917 70.4019
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.27834500000000006 0.062655000000000016 0.14122000000000004 0.092845000000000025 0.13082500000000002 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.16540500000000002 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 0.076935000000000017 0.11392000000000001 -0.085989999999999997 0.087675000000000017 0.078345000000000012 -0.030209999999999997 0.087825000000000014 -0.077024999999999996 -0.036839999999999991 0.094835000000000017 -1.0000000180025095e-35 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 7 -6 12 11 -5 14 18 15 17 25 16 -1 -14 23 20 -3 -18 -22 27 -17 -4 -2 -7 -21 -11
right_child=1 2 10 9 6 8 -8 -9 -10 29 -12 -13 13 -15 -16 24 21 -19 -20 28 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028865651951566467 0.023192349682162213 0.0064968443639172452 0.0011482516805177625 0.019751924415051737 0.019679081044617339 0.021796946008089818 0.011586314369060852 0.026918500133483125 0.013493044756725898 0.014103529874498463 0.012594813192985476 0.013897016752407518 0.016304125414305232 0.013995883277909146 -0.00096285110324487524 0.021394705237714241 0.023093261223793782 0.021465419559450753 0.022743842841982852 0.011256917323981779 0.011296399514834465 0.021679049349931562 0.016665756341648637 0.015984647533931647 0.016512174020823292 0.0058348858138802832 0.018182522764473536 0.019316780627436029 0.0075512899198226582 0.0090629353983727803
leaf_weight=21 50 20 22 37 80 98 41 76 41 31 22 28 28 25 22 314 754 263 92 38 106 383 20 29 20 125 24 179 103 29
leaf_count=21 50 20 22 37 80 98 41 76 41 31 22 28 28 25 22 314 754 263 92 38 106 383 20 29 20 125 24 179 103 29
internal_value=0 0.011177 0.00989333 0.0214013 0.012048 0.0216757 0.0169369 0.0222226 0.0194692 0.0147511 0.00529071 0.0200444 0.0220252 0.0204171 0.00433988 0.0223658 0.0227302 0.0209688 0.0204769 0.00998682 0.0113745 0.0226169 0.0121487 0.0197953 0.0211023 0.00513348 0.0215675 0.0201942 0.00854997 0.0116672
internal_weight=0 673 599 2448 408 2351 121 1884 467 97 191 426 1808 316 169 1492 1158 291 398 287 146 1137 126 306 334 147 74 277 141 60
internal_count=3121 673 599 2448 408 2351 121 1884 467 97 191 426 1808 316 169 1492 1158 291 398 287 146 1137 126 306 334 147 74 277 141 60
is_linear=0
shrinkage=0.00232538


Tree=114
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 15 47 4 47 2 43 13 15 14 0 2 1 160 4 3 0 0 14 4 15 43 34 12
split_gain=6756.74 839.351 744.107 718.983 432.957 322.021 296.487 239.712 192.443 165.307 153.253 144.582 134.618 159.049 120.716 117.872 96.9495 95.5795 94.0358 86.3368 146.153 84.5859 100.607 79.3662 72.3594 79.6616 81.5289 70.334 68.285 65.8898
threshold=0.10752500000000002 0.13604000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.40124500000000002 0.024640000000000006 0.13495000000000004 0.033845000000000007 0.081320000000000017 0.098035000000000011 -0.025214999999999998 -0.020934999999999999 0.13592500000000005 0.076175000000000007 -0.22491999999999998 0.17025000000000004 0.10089500000000001 -0.011159999999999998 0.0067750000000000006 -0.13927999999999999 -0.066689999999999985 -0.13027499999999997 0.062655000000000016 -0.17966999999999997 -0.03241999999999999 -0.11720999999999999 -0.028109999999999996 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 11 15 29 10 17 14 18 24 -2 -14 21 23 -15 28 19 -6 -21 -7 -23 -4 25 -1 -27 -24 -3 -5
right_child=1 8 5 6 7 9 -8 -9 -10 -11 -12 -13 13 16 -16 -17 -18 -19 -20 20 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.022666527629091656 0.0076380664389585863 0.0023402112511729037 0.016438821023621528 0.02227198378369414 0.0093341243146574191 0.021925762310508433 0.010245215528210928 0.021872939772918393 0.012245698215367634 0.01664206619142122 0.017405335064589258 0.015892853906907589 0.0082147424990816689 0.009767410143324929 0.013760031242248666 0.024606198063972441 0.015331718121864527 0.0017138380364564276 0.010076565935696257 0.017541456123843523 0.00975222014337691 0.019659325694217876 0.013058982208223654 0.020700224408148876 0.024708197383704146 0.019874986638526385 0.014371308527339321 0.018040139088600742 0.0069614822401934473 0.017438101462535421
leaf_weight=36 119 25 27 21 20 76 36 21 23 171 41 63 63 29 23 46 54 47 75 47 21 561 20 1068 20 55 23 117 84 89
leaf_count=36 119 25 27 21 20 76 36 21 23 171 41 63 63 29 23 46 54 47 75 47 21 561 20 1068 20 55 23 117 84 89
internal_value=0 0.0100536 0.019278 0.0119858 0.0163026 0.0198734 0.0163598 0.0139761 0.00561716 0.018832 0.0131632 0.0189598 0.00957595 0.0111555 0.0193019 0.0207569 0.0133876 0.00463987 0.0120961 0.0138174 0.015136 0.0194666 0.0191988 0.0205951 0.0204017 0.0196461 0.0182521 0.017313 0.00590156 0.0183609
internal_weight=0 590 2531 411 422 2109 146 225 179 968 204 197 265 146 797 1141 83 156 163 88 68 774 698 1095 134 114 78 137 109 110
internal_count=3121 590 2531 411 422 2109 146 225 179 968 204 197 265 146 797 1141 83 156 163 88 68 774 698 1095 134 114 78 137 109 110
is_linear=0
shrinkage=0.00245468


Tree=115
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 2 159 11 124 2 10 4 3 51 0 3 43 52 124 15 4 3 12 11 2 130 123 12 47
split_gain=2844.88 620.416 339.344 238.86 211.073 194.15 125.23 124.19 101.629 86.212 85.6695 85.1224 91.7621 79.0716 76.755 66.2045 64.0449 79.8355 62.7472 62.59 59.8312 55.9153 68.0287 55.8988 65.1114 55.0957 52.7824 52.0896 46.4513 45.1655
threshold=0.10312500000000001 -0.40967499999999996 0.12337000000000002 0.40124500000000002 0.091265000000000013 0.088105000000000003 0.15109000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076779999999999987 0.11474000000000002 -0.014199999999999999 0.42051500000000003 0.30112000000000005 0.12808000000000003 -0.059114999999999994 -0.12018999999999998 -0.15323999999999996 0.12492500000000002 -0.083859999999999976 -0.41396999999999995 -0.084369999999999987 0.092670000000000016 0.11734000000000001 1.0000000180025095e-35 0.10097500000000002 0.078550000000000023 0.084025000000000016 0.098810000000000023 0.10280000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 18 9 -4 16 27 28 15 13 14 -13 -9 17 -1 29 -18 -14 -21 -23 24 -11 -26 -25 -6 -7 -3
right_child=1 2 7 -5 6 10 -8 11 -10 23 -12 12 20 -15 -16 -17 19 -19 -20 21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.015632598977918213 0.015190694463620443 0.006975444091441259 0.01091048596671949 0.0055245040796916851 0.01272926788555487 0.015609699737133689 0.0069084181292144763 0.0044748611231201253 0.018646255062663236 0.013985859990735388 0.0076774858491073187 0.011512419589900605 0.0048029014437170094 0.0035519631424605728 0.0049599437878059703 -0.0016161713779502178 0.010731789275707468 0.0077906328169110115 0.012524842473539877 0.016420467757588 -6.2497811249077119e-05 0.015160447531194573 0.010336367550333226 0.0091575531936415912 0.019760080200121738 0.01419615479829945 0.014303305498618869 0.007216695421476768 0.011572656743420217 0.011080149732796521
leaf_weight=20 90 202 26 22 31 42 21 28 68 655 25 40 88 27 21 27 23 20 20 295 25 1073 23 34 29 26 28 23 46 23
leaf_count=20 90 202 26 22 31 42 21 28 68 655 25 40 88 27 21 27 23 20 20 295 25 1073 23 34 29 26 28 23 46 23
internal_value=0 0.00836769 0.0074082 0.0146274 0.0147119 0.00920186 0.0136014 0.00513115 0.0153299 0.0137716 0.0122114 0.00454418 0.00538135 0.00750635 0.00925665 0.00148472 0.0151748 0.0117116 0.0078138 0.0152728 0.00372649 0.0153479 0.0150592 0.0140087 0.0142294 0.0171299 0.0114814 0.0103813 0.0134994 0.00739504
internal_weight=0 730 640 2391 2369 358 847 282 1522 826 113 256 201 88 61 55 1454 40 245 1414 113 1391 1096 772 710 55 62 54 88 225
internal_count=3121 730 640 2391 2369 358 847 282 1522 826 113 256 201 88 61 55 1454 40 245 1414 113 1391 1096 772 710 55 62 54 88 225
is_linear=0
shrinkage=0.00277541


Tree=116
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 12 4 4 2 52 0 52 2 4 0 14 2 1 0 4 15 0 42 16 16 0 43 4
split_gain=5455.78 676.739 622.369 353.361 341.011 320.074 275.905 262.712 209.85 162.227 155.964 154.802 152.061 125.544 198.269 123.041 119.201 111.09 108.794 102.087 99.4153 90.9812 166.476 98.4258 86.6912 85.08 75.2589 68.1713 65.0216 61.5312
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.091625000000000012 -0.17966999999999997 -0.029144999999999997 0.11177500000000001 0.048770000000000008 1.0000000180025095e-35 0.08257500000000001 0.10381000000000001 0.0016150000000000003 -0.23194499999999998 0.076175000000000007 0.11704500000000001 0.096255000000000021 0.14486500000000005 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.11066000000000001 -0.008904999999999998 -0.0019699999999999995 -0.13027499999999997 -0.00045499999999999995 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 16 18 6 24 17 -5 -8 -11 -7 13 14 19 20 -1 27 -2 -10 -9 23 -23 -18 26 -12 -3 -4 -6 -29
right_child=1 5 7 8 28 11 9 15 12 10 25 -13 -14 -15 -16 -17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.018829296862327094 0.013259882996739211 0.0028210237296704757 0.011559106127253261 0.0150213983727662 0.0032507879165958558 -0.0020363908719101525 0.01345304483061514 0.014167916840426505 0.012592158522566123 0.011053297345455192 0.0065111834364454391 0.0043317659334975826 0.0024010087498078508 0.014545073667470649 0.0046968346780884634 0.011862833953434116 0.016810379251995279 0.018755974592250025 0.0071987162859977012 0.0077830210584302149 0.0095343441818140483 0.013320045433606867 0.0063959227421559331 0.010833128750430267 -0.00072951542715030322 0.0015447984221866062 0.0066955184456646243 0.019020559082280796 0.0076813600297437664 0.015033682153620942
leaf_weight=22 95 93 31 31 33 57 23 598 53 33 67 34 21 21 53 206 51 46 20 46 27 76 26 22 26 27 40 22 42 1179
leaf_count=22 95 93 31 31 33 57 23 598 53 33 67 34 21 21 53 206 51 46 20 46 27 76 26 22 26 27 40 22 42 1179
internal_value=0 0.00597984 0.0139558 0.0113374 0.0096503 0.00423638 0.005383 0.0144798 0.00931496 0.00768092 0.00663557 0.00034292 0.00840311 0.00913169 0.00838379 0.013446 0.0136473 0.015152 0.0122058 0.0103576 0.0139677 0.0129959 0.0115551 0.015009 0.00321515 0.00508467 0.00398629 0.0150174 0.00573191 0.0151067
internal_weight=0 590 2531 422 190 400 309 2109 225 150 127 91 194 173 152 831 197 1278 115 99 625 175 102 73 159 94 133 1232 75 1201
internal_count=3121 590 2531 422 190 400 309 2109 225 150 127 91 194 173 152 831 197 1278 115 99 625 175 102 73 159 94 133 1232 75 1201
is_linear=0
shrinkage=0.00236201


Tree=117
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 4 2 1 2 14 2 52 457 43 132 2 40 0 1 11 1 43 13 4 11 0 43
split_gain=7067.04 1184.78 628.708 509.003 471.764 370.056 321.162 281.799 278.124 283.363 245.938 223.811 180.988 172.507 113.724 127.917 166.769 98.7352 127.114 92.6575 88.9127 85.3731 85.3178 83.8465 70.9638 67.5631 78.0375 67.4239 65.1299 57.2519
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 -0.062539999999999984 1.0000000180025095e-35 0.09253500000000002 0.089775000000000008 0.062655000000000016 0.11928500000000002 -0.55252499999999982 0.080930000000000016 -0.016814999999999997 0.088890000000000011 0.17760500000000004 -0.078554999999999986 0.18019500000000002 0.091450000000000017 1.0000000180025095e-35 0.11654500000000001 -0.00045499999999999995 -0.10664 -0.017809999999999996 0.084680000000000019 -0.030209999999999997 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 11 -8 -10 -4 12 21 27 -13 20 -17 18 -6 -3 22 -1 25 29 -5 -16 -27 -2 -7 -11
right_child=1 4 10 24 17 28 8 -9 9 23 -12 14 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.018081753479407905 0.015557948111159469 0.0070362390285116103 0.016294463342523952 0.0063750136159724897 0.0037523869755315973 0.014219341615835459 0.01603194512362827 0.0098422998862586833 0.015026406257471184 0.0062200348698934031 0.008922967387551918 0.019553096507928254 0.021792470781509966 0.0094345577109584966 0.013588469693343158 0.016750044232909926 0.0085847326463490206 0.0067791878549046357 -0.0018593239598792403 0.0026614448686185259 0.011998138084782169 0.016546579611415934 0.01977651755379372 0.0058025878459243086 0.010445754490875569 0.017449648201469836 0.015961587578396642 0.019440160869541045 0.0090003843413951085 0.0098680026692412118
leaf_weight=1116 99 44 34 37 54 20 28 24 29 29 63 59 59 20 36 26 23 24 31 51 20 210 42 75 48 338 350 28 28 76
leaf_count=1116 99 44 34 37 54 20 28 24 29 29 63 59 59 20 36 26 23 24 31 51 20 210 42 75 48 338 350 28 28 76
internal_value=0 0.00893573 0.0170177 0.0129764 0.00681003 0.0172451 0.00811907 0.0173716 0.00949453 0.0086187 0.0115068 0.0174509 0.0180071 0.0154643 0.0165894 0.0163799 0.0129173 0.00282285 0.00170576 0.00468767 0.0165958 0.0178386 0.0167158 0.00758635 0.00867378 0.0165383 0.0166926 0.0164139 0.0111749 0.00886047
internal_weight=0 673 2448 232 441 2351 332 2303 237 209 97 2279 1385 147 894 835 49 109 85 95 786 1326 766 180 85 724 688 127 48 105
internal_count=3121 673 2448 232 441 2351 332 2303 237 209 97 2279 1385 147 894 835 49 109 85 95 786 1326 766 180 85 724 688 127 48 105
is_linear=0
shrinkage=0.00220885


Tree=118
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 2 4 12 15 2 2 4 132 4 52 47 14 2 3 15 132 1 123 4 4 3 40 43 3 3
split_gain=6071.66 763.775 681.865 406.801 383.884 358.046 278.516 273.348 256.034 248.215 212.836 227.032 194.657 144.231 117.115 108.68 103.803 98.99 113.441 97.7227 92.7489 95.889 83.9328 77.4278 77.1464 183.432 76.6576 69.7877 132.196 68.9952
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.121465 0.092845000000000025 0.14753000000000002 -0.16363499999999997 0.090285000000000018 -0.41942499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.082150000000000015 0.033845000000000007 1.0000000180025095e-35 0.077555000000000013 0.076175000000000007 0.10402500000000002 -0.0063699999999999989 0.13592500000000005 0.088890000000000011 0.15799000000000005 0.10695000000000002 -0.008819999999999998 -0.062539999999999984 0.092670000000000016 -0.077714999999999992 -0.078139999999999973 0.14121000000000003 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 12 9 -6 16 -2 26 -11 -12 15 19 17 24 -4 18 -8 29 21 -7 27 -10 -1 -26 -3 -13 -29 -9
right_child=1 5 7 -5 6 20 14 13 23 10 11 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.017414200302674349 0.0058601159032109808 0.0060500434552102399 0.01742277698903618 0.0060053786222406501 0.017323689371412061 0.0020412613652832693 0.0076142723082601501 0.018588095980687936 0.017545221400569546 0.01474671375985547 0.014785583864590678 0.0038998599385450319 0.0081939254839420023 0.013820755080696641 0.014516381751767093 0.01994649649700218 0.021119880849297386 0.005975793061544929 0.013619800407287094 0.01136353137628782 0.0058959951458238498 -0.0041544754822176906 0.0019110753897977782 0.013545752759476438 0.015534049000477258 0.007695764611240467 0.0015609337908329625 0.010226460709178179 0.0050156857483834522 0.016169042637218193
leaf_weight=66 20 41 1095 54 31 53 41 76 48 27 22 30 20 171 22 35 46 53 33 23 23 20 20 68 100 21 48 67 49 698
leaf_count=66 20 41 1095 54 31 53 41 76 48 27 22 30 20 171 22 35 46 53 33 23 23 20 20 68 100 21 48 67 49 698
internal_value=0 0.00762383 0.0162125 0.0116041 0.013415 0.00573321 0.0107486 0.0167723 0.0138271 0.00701506 0.00841676 0.00750767 0.0153982 0.01583 0.00938064 0.0160472 0.0175718 0.00849099 0.0102924 0.016261 0.00167401 0.000343799 0.00654313 0.0152007 0.0153174 0.0141737 0.00362895 0.00717765 0.00802536 0.0164066
internal_weight=0 590 2531 190 422 400 180 2109 136 304 215 188 242 968 149 222 1141 127 74 797 96 73 166 116 187 121 89 146 116 774
internal_count=3121 590 2531 190 422 400 180 2109 136 304 215 188 242 968 149 222 1141 127 74 797 96 73 166 116 187 121 89 146 116 774
is_linear=0
shrinkage=0.00241102


Tree=119
num_leaves=31
num_cat=0
split_feature=1 3 12 43 3 2 2 12 2 2 457 4 43 4 43 4 132 40 1 44 15 150 0 11 123 15 43 3 15 48
split_gain=3022.35 409.047 383.386 228.829 331.456 221.662 179.272 160.587 152.756 127.627 123.847 119.027 114.047 113.779 110.284 92.047 84.3051 70.6741 69.3726 65.5261 63.0483 60.7198 87.7707 74.6772 59.7191 58.7496 57.6579 83.056 52.4282 48.807
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 -0.04890499999999999 0.11924500000000002 0.121465 0.14753000000000002 0.089505000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.10021000000000001 -0.04890499999999999 -0.095049999999999982 0.41555500000000006 1.0000000180025095e-35 0.033845000000000007 0.088890000000000011 -0.079954999999999984 0.15799000000000005 0.081805000000000017 -1.0000000180025095e-35 0.081835000000000019 -0.091069999999999984 1.0000000180025095e-35 0.10695000000000002 0.13592500000000005 -0.078654999999999989 0.14121000000000003 -0.42198999999999992 0.083180000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 12 10 13 8 21 -3 -10 14 -11 -1 -2 19 25 18 -14 -8 20 29 23 -23 -4 26 -9 -13 -28 -7 -5
right_child=1 6 7 4 -6 28 16 15 9 11 -12 24 17 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014170707098673045 0.015953938009467841 0.003826104450866417 0.017799610573641926 0.013371553695631623 0.0050998751617906679 0.010627405412989984 0.0026013172425513988 0.016589598335195584 0.015642455065324651 0.015367211052032169 0.0088672639335119555 0.0030611125742224616 0.010085476365468141 0.008022106414015899 0.011956051643840745 0.013941746565575166 0.0077355133267725668 0.0040629978143356376 -0.004427085251252222 0.023159070844312412 0.019222836492939398 0.010131096918850859 0.017020800001750901 0.021144592051610459 0.0018440165612874013 0.011382004272689438 0.011257841591402333 0.0056036881950832515 0.0041280998519231931 0.017918584556805024
leaf_weight=52 100 84 864 52 30 21 53 858 26 20 21 22 66 23 38 182 23 29 20 22 91 24 94 75 20 23 61 48 33 46
leaf_count=52 100 84 864 52 30 21 53 858 26 20 21 22 66 23 38 182 23 29 20 22 91 24 94 75 20 23 61 48 33 46
internal_value=0 0.00805401 0.0163355 0.0136292 0.0152396 0.0120865 0.00616078 0.0169061 0.00745684 0.00900497 0.0163663 0.00799576 0.0103425 0.0144707 0.0169987 0.0160236 0.00236713 0.00824704 0.000675728 0.0179069 0.0172955 0.0177936 0.0156195 0.0180668 0.00701941 0.0164536 0.00780954 0.00876794 0.00665561 0.0155059
internal_weight=0 554 2567 447 300 177 377 2120 281 197 270 171 147 123 249 1063 96 95 73 211 189 1057 118 939 151 881 131 109 54 98
internal_count=3121 554 2567 447 300 177 377 2120 281 197 270 171 147 123 249 1063 96 95 73 211 189 1057 118 939 151 881 131 109 54 98
is_linear=0
shrinkage=0.00321554


Tree=120
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 1 14 2 4 2 4 52 1 457 43 47 15 0 10 14 1 16 14 159 15 3 0
split_gain=7970.69 1287.21 810.703 698.754 504.748 414.911 289.417 270.115 259.169 240.579 198.149 184.559 156.328 139.394 124.557 93.2314 89.4094 113.544 82.0632 81.8591 76.1669 72.3598 66.1242 66.0266 72.9929 63.7842 62.0018 65.5012 67.0152 61.3484
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.089885000000000007 0.27834500000000006 0.14753000000000002 0.40945500000000007 -0.56022499999999986 0.091450000000000017 0.080930000000000016 -0.016814999999999997 0.090100000000000013 -0.41942499999999994 0.18019500000000002 -0.38124499999999995 -0.41790499999999997 0.11669000000000002 -0.29154999999999992 0.096015000000000017 0.082585000000000006 0.024640000000000006 -0.076969999999999997 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 12 -5 10 15 -6 13 -4 -12 -1 20 -18 23 -14 26 -21 -15 24 -3 -11 27 28 -16 -7
right_child=1 2 7 8 11 29 -8 -9 -10 25 14 -13 19 22 16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015784122651632489 0.015040434034897542 0.0085355616238202685 0.0065848060652534289 0.013895535438562709 0.013669881909730895 0.011677818481752816 0.0078613252586246987 0.008243793015313125 0.0067178723986937661 0.019772055604317534 0.017570666609498072 0.0075822997534358864 0.0025840829426223826 0.0053221170412567033 0.01431995813384182 0.014263607340058746 0.014242410824905944 0.0076339906714540757 0.0091503251786408512 0.001002054136455047 0.010198337251053976 -0.0038242542295607736 0.001322706556745747 0.0032869641063370792 0.0052947200136026175 0.015740142713312411 0.015825459035989111 0.01495958299037819 0.012583225728236225 0.006873366443500545
leaf_weight=1127 71 43 44 34 69 20 24 37 63 61 47 32 32 23 227 210 25 21 33 25 20 30 86 43 105 24 106 240 171 28
leaf_count=1127 71 43 44 34 69 20 24 37 63 61 47 32 32 23 227 210 25 21 33 25 20 30 86 43 105 24 106 240 171 28
internal_value=0 0.00660316 0.00560807 0.0147445 0.00785271 0.0149719 0.015099 0.00297447 0.00923375 0.0151752 0.0150412 0.0117411 0.00216211 0.00343721 0.0142548 0.0155453 0.0140623 0.0112255 0.00609944 -8.02945e-05 0.0142332 -0.00163048 0.00216662 0.00557233 0.00623632 0.0186336 0.0143416 0.0140951 0.0135738 0.00887522
internal_weight=0 673 602 2448 325 2351 2303 277 97 2279 2194 101 240 153 857 1337 810 46 224 87 764 55 109 191 148 85 744 638 398 48
internal_count=3121 673 602 2448 325 2351 2303 277 97 2279 2194 101 240 153 857 1337 810 46 224 87 764 55 109 191 148 85 744 638 398 48
is_linear=0
shrinkage=0.00209515


Tree=121
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 14 4 2 2 150 0 49 4 1 1 12 4 1 52 2 124 3 49 1 0 0 43
split_gain=10326.6 1632.5 921.606 781.877 644.451 521.63 441.831 333.486 332.766 304.399 378.489 261.509 194.941 182.945 296.543 172.584 165.237 128.548 127.019 124.163 124.042 123.658 114.598 114.379 113.812 95.1861 93.5599 88.7375 86.4936 129.912
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 -0.17966999999999997 1.0000000180025095e-35 0.14753000000000002 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.0067750000000000006 0.083135000000000014 0.11414000000000001 0.087765000000000024 -0.51843499999999987 0.076935000000000017 -0.52606999999999993 0.31358000000000003 -0.081214999999999982 -0.13927999999999999 -0.017229999999999999 0.13075500000000004 -0.030209999999999997 -0.065229999999999996 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 21 6 8 23 -4 13 -8 -11 12 20 14 16 18 -1 -12 19 -15 27 -2 -6 -3 -21 -23 -5 -7 -20 -30
right_child=1 4 7 26 22 11 9 -9 -10 10 17 -13 -14 15 -16 -17 -18 -19 28 24 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.016587208281408718 0.017933192397356953 0.0058677722393250869 0.015742160102234056 0.0090029650760441674 0.0030236070241540041 0.015622472203963905 0.015994279599763329 0.0081445963074343493 0.021423026519931918 0.014037549249801159 0.0084894027958975216 0.0095235468833450698 0.010500003468549879 0.022865860329645278 0.020187038913534731 0.014918885953290991 0.011830593266949411 0.0052610291788678445 0.017222751341207834 0.013444624398270804 0.017830827525486218 0.010322963666907594 -0.0015367557720804023 0.0015997462894370197 0.018174566459018878 0.015053519118701026 0.0044245835595235856 0.012362315021859768 0.011017078743142207 0.017417208417651337
leaf_weight=46 45 48 34 59 85 281 20 63 76 34 99 30 28 21 35 98 71 90 768 20 92 21 28 48 700 72 24 36 22 27
leaf_count=46 45 48 34 59 85 281 20 63 76 34 99 30 28 21 35 98 71 90 768 20 92 21 28 48 700 72 24 36 22 27
internal_value=0 0.00806615 0.0167133 0.0124208 0.005937 0.016957 0.0072848 0.0108077 0.0174155 0.00868768 0.00803238 0.0151073 0.0154906 0.017247 0.0151943 0.0174354 0.0137007 0.00695208 0.0175937 0.0181799 0.0158323 0.0152727 0.00189361 0.00373376 0.0180432 0.0139853 0.0076791 0.0152522 0.0170621 0.0145437
internal_weight=0 673 2448 221 452 2351 339 97 1884 243 223 467 437 1808 152 1656 117 189 1558 741 409 138 113 96 720 93 83 317 817 49
internal_count=3121 673 2448 221 452 2351 339 97 1884 243 223 467 437 1808 152 1656 117 189 1558 741 409 138 113 96 720 93 83 317 817 49
is_linear=0
shrinkage=0.00195506


Tree=122
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 4 1 2 150 1 2 12 4 50 1 475 1 2 1 1 3 156 4 2
split_gain=13993.2 2180.65 1145.43 1036.38 826.515 731.968 575.588 481.516 383.935 383.524 369.743 235.963 229.266 219.749 218.999 198.45 158.9 137.573 144.051 126.292 125.432 115.697 110.809 108.813 105.319 97.1533 96.2231 89.3252 88.4267 86.6134
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.14122000000000004 -0.15289999999999995 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.12337000000000002 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.041865000000000006 0.12000500000000001 -0.079029999999999975 0.13075500000000004 0.31358000000000003 0.13265500000000002 0.12958500000000003 0.090900000000000009 1.0000000180025095e-35 -0.036839999999999991 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 20 12 -4 25 14 -11 17 16 21 28 -14 18 -1 23 -3 -7 -5 -6 -13 -8 29 -23 -2 -20
right_child=1 4 8 22 19 10 9 -9 -10 11 -12 24 13 -15 -16 -17 -18 -19 26 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.052804854798753117 0.047339225662342783 0.033856247737342762 0.044833658362903796 0.036566146610303822 0.028415385052685378 0.047913264144463577 0.043224428611685496 0.052082920743125719 0.036299665701913016 0.041552522926919896 0.038303731363425776 0.034768622591622736 0.041105594526972454 0.039417505532520644 0.039206328763756973 0.03912383339200369 0.046234190705058201 0.046002316624272559 0.047913870092688882 0.032117537526948833 0.028809004517687923 0.044281148944476705 0.031362669435906473 0.023271077736569896 0.030045284207617314 0.037539586278782233 0.044236004281259525 0.047345414187580551 0.043742481690804802 0.046694473975683194
leaf_weight=21 50 30 34 60 61 54 34 76 63 20 41 141 28 25 28 27 263 334 732 26 66 298 24 24 23 20 39 46 67 366
leaf_count=21 50 30 34 60 61 54 34 76 63 20 41 141 28 25 28 27 263 334 732 26 66 298 24 24 23 20 39 46 67 366
internal_value=0 0.0356458 0.0461833 0.0407926 0.0330087 0.0464677 0.0346167 0.0470363 0.039291 0.0363231 0.0441739 0.0349156 0.0468241 0.0452405 0.0447389 0.0441254 0.0457407 0.0471595 0.0474933 0.0281703 0.0303863 0.0451281 0.0350794 0.0269629 0.0341062 0.0411189 0.0473952 0.0446909 0.0452796 0.0475074
internal_weight=0 673 2448 228 445 2351 334 1884 97 238 467 184 1808 316 426 144 291 1492 1158 111 96 398 84 85 164 54 1137 344 117 1098
internal_count=3121 673 2448 228 445 2351 334 1884 97 238 467 184 1808 316 426 144 291 1492 1158 111 96 398 84 85 164 54 1137 344 117 1098
is_linear=0
shrinkage=0.00204667


Tree=123
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 47 0 4 1 2 43 2 11 0 1 2 47 150 3 13 14 4 0 12 4 34 2
split_gain=8528.93 1050.4 955.918 856.025 590.07 346.665 346.418 295.587 234.473 190.165 176.489 162.478 154.536 152.328 172.466 149.158 132.917 130.587 117.819 110.7 110.472 109.178 203.496 101.845 101.242 96.6204 84.1481 77.9294 71.8068 74.5598
threshold=0.10752500000000002 0.13604000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.092550000000000007 0.40124500000000002 -0.17966999999999997 0.13495000000000004 1.0000000180025095e-35 0.053180000000000012 0.10089500000000001 0.10855000000000002 -0.025214999999999998 0.11177500000000001 1.0000000180025095e-35 0.14486500000000005 0.086105000000000015 0.17025000000000004 0.077555000000000013 0.091105000000000005 -0.10217499999999997 -0.0082249999999999979 -1.0000000180025095e-35 -0.059649999999999988 -0.10011499999999998 -1.0000000180025095e-35 -0.0096849999999999974 -0.028109999999999996 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 12 15 27 -6 18 11 16 20 19 -2 -15 21 25 -17 28 24 -9 22 -4 -16 -1 -7 -26 -5 -3 -30
right_child=1 8 5 6 7 10 -8 9 -10 -11 -12 -13 -14 14 23 17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.022856257646141683 0.0088104165453042407 0.0034543965625767922 0.013174662060297344 0.021642792504549827 0.02167466352293362 0.025103160263624372 0.011462776831115264 0.018036052660270172 0.013348272828531528 0.0076066035552725926 0.017694978272131043 0.01234872536565566 0.01595299374472911 0.017062675354828333 0.014457521475550151 0.026705054840639637 0.015617848038259854 0.020798633335712958 0.0025274850704298272 0.025750637388197314 0.012026736292882707 0.022040411411428162 0.022258245179678351 0.0096673157322737999 0.020767880378918389 0.020686407620304732 0.015916939860594951 0.017797050189872082 0.011068155996112298 0.0064193629917868597
leaf_weight=60 119 25 21 52 31 27 36 78 23 21 125 75 32 31 32 64 26 28 47 26 20 1218 33 83 49 567 30 58 26 58
leaf_count=60 119 25 21 52 31 27 36 78 23 21 125 75 32 31 32 64 26 28 47 26 20 1218 33 83 49 567 30 58 26 58
internal_value=0 0.011161 0.020792 0.0131696 0.017658 0.0214191 0.0176049 0.015134 0.00654892 0.0140889 0.0201677 0.0148757 0.0205407 0.0107261 0.0122875 0.0221026 0.0206662 0.0249074 0.00554645 0.0214305 0.0168097 0.0218997 0.0187257 0.0110002 0.0206224 0.0208872 0.0189258 0.019615 0.00684821 0.00785828
internal_weight=0 590 2531 411 422 2109 146 225 179 194 745 173 197 265 146 1364 620 92 156 165 98 1272 54 115 139 594 79 110 109 84
internal_count=3121 590 2531 411 422 2109 146 225 179 194 745 173 197 265 146 1364 620 92 156 165 98 1272 54 115 139 594 79 110 109 84
is_linear=0
shrinkage=0.00228112


Tree=124
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 2 3 45 14 12 2 2 130 34 2 8 0 1 12 12 16 31 4 14 0 1420 1429 15 51 43
split_gain=3553.54 747.275 412.798 275.925 250.419 233.328 187.913 149.34 141.551 131.365 105.787 102.26 95.0306 91.5731 101.493 93.5209 90.1913 83.8718 83.3008 74.8235 69.4065 68.0837 57.9535 57.1465 75.6617 56.5159 64.9131 85.7617 65.0143 53.6888
threshold=0.10312500000000001 -0.40967499999999996 0.12337000000000002 0.36766000000000004 0.094835000000000017 0.10276500000000001 -0.022174999999999997 0.10783500000000001 0.062655000000000016 -0.029094999999999999 0.17025000000000004 0.13754500000000003 0.012250000000000002 -1.0000000180025095e-35 0.12358500000000001 0.08573500000000002 -0.060129999999999996 0.089625000000000024 0.087005000000000013 0.095780000000000018 -0.032969999999999992 -0.077289999999999984 -0.00059999999999999995 -0.23083499999999998 -0.072269999999999987 -0.085404999999999995 0.084770000000000012 -0.0040799999999999994 0.11144500000000002 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 6 16 10 17 12 13 19 20 21 15 -15 22 25 29 -11 -6 -4 -3 24 -7 -1 28 -28 -27 -19
right_child=1 2 7 -5 9 23 -8 -9 -10 11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.025358077346096155 0.019819256485504935 0.024055533855576523 0.0076712224083647978 0.0084726673248578122 0.015135706432391075 0.018037955158095191 0.010695025480438769 0.015183815737852666 0.024281008562122737 0.019786713633506734 0.0026948296767580087 0.013180733770686445 0.018675775979685193 0.015701672591607568 0.0070158374664084661 0.0074251959690024519 0.012305835725651674 0.011034914000849876 0.019228617636947175 0.017408502772619509 0.0077525597528518998 -3.2514038640223603e-05 0.017957937600589759 0.0095713094113460614 0.0095294362208658296 0.020368432391660043 0.019393877028192241 0.012213435417307118 0.01657624614247017 0.017054949480423794
leaf_weight=20 90 22 22 23 24 20 51 22 72 253 52 37 26 32 108 23 20 20 238 266 26 23 50 174 21 1208 56 23 46 53
leaf_count=20 90 22 22 23 24 20 51 22 72 253 52 37 26 32 108 23 20 20 238 266 26 23 50 174 21 1208 56 23 46 53
internal_value=0 0.0113724 0.0101845 0.0192642 0.019369 0.0124161 0.0155153 0.00735155 0.0199833 0.0176816 0.00668882 0.0182093 0.013821 0.00768732 0.00877879 0.0122406 0.0181873 0.0197973 0.0183313 0.0185678 0.0112965 0.00373376 0.0198211 0.0103548 0.0136799 0.0201343 0.0200559 0.0173034 0.0202293 0.0154056
internal_weight=0 730 640 2391 2368 358 143 282 1736 632 260 556 76 208 163 55 92 1664 311 519 50 45 72 215 41 1353 1333 79 1254 73
internal_count=3121 730 640 2391 2368 358 143 282 1736 632 260 556 76 208 163 55 92 1664 311 519 50 45 72 215 41 1353 1333 79 1254 73
is_linear=0
shrinkage=0.00313075


Tree=125
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 0 2 3 43 3 14 457 4 47 0 4 3 1 43 2 40 0 1 0
split_gain=8836.49 1089.51 972.161 573.602 530.524 509.765 375.314 343.768 307.289 244.894 182.942 173.109 167.428 164.764 191.605 161.053 159.296 153.604 150.584 131.611 125.421 117.826 115.933 101.851 101.569 95.8166 93.8148 92.574 136.917 79.1668
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.091625000000000012 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.0082450000000000006 1.0000000180025095e-35 0.11704500000000001 0.11924500000000002 -0.04890499999999999 -0.11171999999999999 0.076175000000000007 0.085360000000000005 -0.046564999999999988 0.077555000000000013 0.14486500000000005 -0.046564999999999988 0.013900000000000001 0.12958500000000003 -0.080884999999999985 0.31358000000000003 -0.077714999999999992 -0.10836499999999999 0.075045000000000014 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 12 7 16 26 -5 23 20 13 -2 14 24 -1 27 -16 -11 21 29 -17 -23 -9 -10 -7 -3 28 -4 -8
right_child=1 5 6 8 -6 25 10 9 11 18 -12 -13 -14 -15 17 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012861492268649301 0.017653791146916686 0.007548347328197761 0.019345534197358575 0.019545241797592278 0.0090156903751120315 0.0043209178667901671 0.022494263553266419 0.018351952295624491 0.012725194900040152 0.014638088301608596 0.016118230370601783 0.0062759059015118747 0.010731192147776843 0.0070177859421575416 0.017777607151838581 0.020789496480695589 0.023888860392745532 0.011152373216282201 0.0082619192174242743 0.023496750959536114 0.013992234701036384 0.01837451106933331 0.013206410632539618 0.011494973902863822 0.0070262068715677027 -0.00046307582160748151 0.0030691435332261194 0.019907940066915236 0.012507249944819537 0.018617629587229307
leaf_weight=23 95 41 45 31 75 83 26 21 50 20 183 21 20 20 59 53 46 23 141 26 27 65 30 20 21 26 48 1167 20 595
leaf_count=23 95 41 45 31 75 83 26 21 50 20 183 21 20 20 59 53 46 23 141 26 27 65 30 20 21 26 48 1167 20 595
internal_value=0 0.00922761 0.018573 0.0155601 0.0135153 0.00719095 0.0191759 0.00869342 0.0131878 0.0102623 0.0180382 0.0121719 0.0164499 0.0128876 0.0136549 0.0182696 0.0199156 0.0159193 0.00905399 0.0189845 0.0185804 0.0181917 0.0167425 0.0150071 0.0110396 0.00317978 0.0051326 0.0197673 0.0172414 0.0187799
internal_weight=0 590 2531 422 190 400 2109 291 225 202 831 194 115 173 153 197 1278 82 161 174 648 148 95 41 71 109 89 1232 65 621
internal_count=3121 590 2531 422 190 400 2109 291 225 202 831 194 115 173 153 197 1278 82 161 174 648 148 95 41 71 109 89 1232 65 621
is_linear=0
shrinkage=0.00217462


Tree=126
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 159 14 2 457 1 2 4 1 3 1 1 4 0 0 4 123 16 47 4 15 1 16
split_gain=8758.03 1389.02 906.935 752.076 530.968 461.152 306.798 289.941 273.57 222.529 211.111 175.685 199.626 166.245 182.426 149.893 197.794 104.539 98.6548 107.754 97.0593 93.0813 83.0812 81.8703 75.6636 75.0504 70.8584 69.9655 69.3272 76.5158
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13501500000000002 0.092845000000000025 -1.0000000180025095e-35 0.062655000000000016 0.11474000000000002 0.080930000000000016 0.089875000000000024 0.15609500000000001 0.40945500000000007 0.085760000000000017 -0.11171999999999999 1.0000000180025095e-35 0.089770000000000016 -0.15464999999999998 -0.046359999999999991 -0.23001499999999997 0.0037800000000000004 0.088610000000000008 0.15273500000000004 0.090100000000000013 -0.0070899999999999991 -0.11345499999999999 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 9 11 -5 -4 15 26 17 -13 14 23 -1 -17 20 -19 -20 22 -18 -7 -10 -22 28 -6 -24 29 -3
right_child=1 2 8 7 10 6 -8 -9 13 -11 -12 12 -14 -15 -16 16 21 18 19 -21 24 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021133154750560997 0.019732724841484483 0.012043195549544111 0.012701817771831809 0.018395686928319076 0.02174505870855601 0.019834575093855038 0.012441430792285896 0.0096038932472545697 0.011280476068240383 0.02537206416381186 0.0094853145701643948 0.01922872519248283 0.0092553177673388911 0.0011787926707002476 0.0037639282353740299 0.011829473715665199 0.014935151832457652 0.024392853560999413 0.021777757835855706 0.016324163632135895 0.011951597703133598 0.020039801729562618 0.020957353095857906 0.0052929295274294257 0.017821894805399863 0.012499737402294134 0.016424584183479859 0.017226100342111934 0.0057048358399070988 0.0081312694158995179
leaf_weight=993 74 43 26 37 21 331 48 60 38 62 24 25 24 74 114 20 23 40 60 35 21 416 37 22 37 33 56 179 43 105
leaf_count=993 74 43 26 37 21 331 48 60 38 62 24 25 24 74 114 20 23 40 60 35 21 416 37 22 37 33 56 179 43 105
internal_value=0 0.00963655 0.00838928 0.0196978 0.01118 0.0199759 0.0185045 0.0129575 0.00507908 0.0207893 0.0158819 0.0188734 0.0143438 0.00427992 0.0055988 0.0205936 0.0194263 0.0191733 0.0211387 0.0197685 0.0187348 0.0197724 0.0190569 0.00908504 0.0156964 0.00906 0.0178756 0.0178653 0.0084657 0.00926784
internal_weight=0 673 599 2448 325 2351 837 97 274 1514 101 789 49 248 174 1452 459 740 135 95 605 439 547 60 58 224 77 216 191 148
internal_count=3121 673 599 2448 325 2351 837 97 274 1514 101 789 49 248 174 1452 459 740 135 95 605 439 547 60 58 224 77 216 191 148
is_linear=0
shrinkage=0.00247009


Tree=127
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 15 3 39 12 15 132 47 4 50 3 47 1 2 1 13 15 376 4 3 0 12 51 1 3 15
split_gain=3404.3 442.554 436.352 262.921 223.128 219.742 202.02 176.786 165.817 117.926 112.114 111.174 93.4622 92.6744 86.2841 75.1687 75.0447 72.801 68.9442 82.4314 66.9063 72.7306 65.5876 95.4677 64.8958 104.825 63.657 73.3897 67.3513 48.0812
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.121465 0.035560000000000008 0.31534000000000006 0.087735000000000021 0.088245000000000004 -0.24436499999999997 0.10365500000000001 0.081320000000000017 0.0016150000000000003 0.11235500000000001 -0.11171999999999999 0.077555000000000013 0.14754500000000001 0.14753000000000002 0.089875000000000024 -0.13710499999999998 -0.40580499999999992 0.083785000000000012 -0.046564999999999988 0.013900000000000001 -0.097734999999999989 0.13597000000000004 -0.091239999999999974 0.093575000000000019 0.10542000000000001 -0.42198999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 9 11 7 13 18 -2 16 26 24 -3 -1 22 -8 20 19 -4 -9 -22 -16 -24 -10 -26 -5 -28 -29 -6
right_child=1 6 8 5 29 -7 10 17 12 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.012284687667327984 0.0089602670319381145 0.010155080239425423 0.024507411969788173 0.0060666580586180756 0.012012008970077611 0.022035719846046787 0.0034775806190021157 0.0054355229563315868 0.0226914717276329 0.017339006705962778 0.0086019474457714115 0.016800975149117683 0.016412896913429596 0.016740568547138214 0.020736544848362883 0.023743759095018347 -0.0039538224405646022 0.0020104863774488262 0.015011322150272141 0.019747777024505975 0.013652054158991169 0.0057681815491280779 0.018502711735649817 0.011693024091390723 0.018480321539462247 0.011654604962422944 0.015991645022124069 0.009470899288032842 0.014942518372525245 0.0059001625591163145
leaf_weight=23 20 118 38 22 21 25 42 64 35 103 29 42 285 26 53 26 20 30 29 801 28 20 65 30 909 23 33 99 29 33
leaf_count=23 20 118 38 22 21 25 42 64 35 103 29 42 285 26 53 26 20 30 29 801 28 20 65 30 909 23 33 99 29 33
internal_value=0 0.00950881 0.0181395 0.0153044 0.0136276 0.0131547 0.00757507 0.00887889 0.0187373 0.0159766 0.00347735 0.0121679 0.018002 0.0113441 0.0180324 0.0187922 0.00108035 0.00637894 0.0197979 0.0199634 0.00754906 0.0103671 0.0179223 0.0163523 0.0184704 0.0183119 0.0111046 0.011793 0.0107106 0.00827699
internal_weight=0 554 2567 447 177 250 377 286 2120 123 91 225 1252 144 197 174 62 142 868 839 112 48 148 95 967 932 183 161 128 54
internal_count=3121 554 2567 447 177 250 377 286 2120 123 91 225 1252 144 197 174 62 142 868 839 112 48 148 95 967 932 183 161 128 54
is_linear=0
shrinkage=0.00315758


Tree=128
num_leaves=31
num_cat=0
split_feature=1 52 2 12 4 2 2 4 14 2 2 0 50 124 51 14 2 3 475 15 123 1456 1429 15 51 48 16 3 0 15
split_gain=2766.4 613.205 320.923 242.482 233.783 207.695 122.357 111.949 96.0128 91.4804 92.1357 84.6501 84.0728 81.3359 75.5606 77.8126 64.0492 57.8275 57.4717 56.3055 51.8452 51.6683 97.5281 116.665 61.8764 50.6605 50.5973 62.1619 48.1071 46.4859
threshold=0.10312500000000001 -0.43320999999999993 0.13754500000000003 0.088105000000000003 0.36766000000000004 0.091265000000000013 0.14960000000000004 -0.35136499999999998 0.062655000000000016 -1.0000000180025095e-35 0.10045500000000002 -0.047369999999999995 0.041865000000000006 -0.076779999999999987 -0.086719999999999978 -0.23083499999999998 0.10672500000000001 -0.077774999999999983 -0.08230999999999998 -0.081924999999999984 0.084025000000000016 0.075120000000000006 0.084770000000000012 -0.0063699999999999989 0.0053700000000000006 0.086910000000000015 -0.49446999999999991 -0.012939999999999998 -0.067624999999999977 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 8 13 -3 21 26 -11 16 19 20 -12 -16 17 -5 -15 -4 -7 22 24 -24 -1 -26 -9 -28 -14 -20
right_child=1 2 12 11 -6 6 -8 9 -10 10 14 -13 28 18 15 -17 -18 -19 29 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.015545192645722438 0.015752372643432568 0.013712459427345827 0.0041418452265452044 0.016409130766798577 0.0058472932213343674 0.01296220410617561 0.0077326091452347987 0.0079223129202602473 0.018811089142681658 0.012770951791709454 0.0021466921671468085 0.0073467575165620811 0.010734727562698346 0.016981549740632068 0.011873418654040105 0.0070294225632014469 0.0091452571555757541 0.011886643998363321 0.013409657066768554 -0.00017554707090066318 0.0073943877346725837 0.016912303511330672 0.014765291012460704 0.007027696865575514 0.014387586844410173 0.010114217381153564 0.0067701788604896439 0.0013055712338709542 0.0045718529589581997 0.014902094081365837
leaf_weight=1103 82 21 86 41 23 31 26 28 65 28 20 28 20 53 32 144 29 49 456 33 23 145 40 25 116 27 27 42 20 258
leaf_count=1103 82 21 86 41 23 31 26 28 65 28 20 28 20 53 32 144 29 49 456 33 23 145 40 25 116 27 27 42 20 258
internal_value=0 0.00851301 0.00759691 0.00872447 0.0147623 0.0148489 0.0137338 0.00742726 0.0154699 0.00701608 0.00800316 0.0117425 0.00412917 0.0139238 0.00732204 0.00791015 0.0127767 0.0139469 0.0141585 0.00294459 0.0105907 0.0153207 0.0151447 0.0117893 0.0153197 0.0135807 0.00473663 0.0034439 0.00765329 0.0139489
internal_weight=0 730 648 489 2391 2368 847 342 1521 321 224 147 159 821 196 176 119 90 767 119 54 1456 1311 65 1246 143 97 69 40 714
internal_count=3121 730 648 489 2391 2368 847 342 1521 321 224 147 159 821 196 176 119 90 767 119 54 1456 1311 65 1246 143 97 69 40 714
is_linear=0
shrinkage=0.00280982


Tree=129
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 4 2 0 49 150 1 1 12 4 1 0 1 50 124 15 3 1 4 2 49
split_gain=11073.3 1733.05 921.867 838.209 624.899 580.889 413.945 396.868 334.773 314.729 309.952 327.356 192.345 281.001 184.959 174.244 165.263 161.708 173.939 116.429 113.239 112.675 111.781 103.499 102.238 99.3092 83.881 82.1724 79.3892 74.5064
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.17966999999999997 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 1.0000000180025095e-35 0.12337000000000002 0.083135000000000014 0.09141500000000001 -0.52556499999999995 0.13288500000000003 -0.060129999999999996 0.076935000000000017 0.041865000000000006 -0.081214999999999982 -0.087894999999999987 -0.14847999999999997 0.13075500000000004 -0.036839999999999991 0.089775000000000008 -0.073374999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 23 12 -4 14 -8 -12 13 16 21 27 -1 18 -14 29 -19 -7 24 -3 -6 -20 -5 -2 -18 -13
right_child=1 4 8 26 22 9 10 -9 -10 -11 11 19 17 -15 -16 -17 28 20 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.046415451746953704 0.047942552443930989 0.033820886230544384 0.04547189162870284 0.037234668278208261 0.029505870508655035 0.044932790378953133 0.045298131004346404 0.052334927364258425 0.036860294646113262 0.038775535311397144 0.042985300046964763 0.038885165436697899 0.054151190761739701 0.050292749741483428 0.039697016571246316 0.039563619163313545 0.042865982789656538 0.046633704406636702 0.042842480993333876 0.030673551384637066 0.042610176249656614 0.04772426112543407 0.033357022597868498 0.029227904009614787 0.023881839615628859 0.047814645661528807 0.032342259616939865 0.044195704258842269 0.038048344324557122 0.035074899440349895
leaf_weight=46 50 48 34 60 64 306 20 76 63 41 30 31 21 35 28 27 44 455 20 25 37 92 26 48 21 1123 24 67 27 132
leaf_count=46 50 48 34 60 64 306 20 76 63 41 30 31 21 35 28 27 44 455 20 25 37 92 26 48 21 1123 24 67 27 132
internal_value=0 0.0364308 0.0465607 0.0413893 0.0338904 0.0468364 0.0354013 0.0473838 0.0398788 0.0446282 0.0369651 0.0362006 0.0471756 0.0447945 0.0451915 0.0446282 0.0431497 0.0473942 0.0478435 0.0351179 0.0463311 0.0455781 0.0293439 0.0315244 0.0281164 0.0477276 0.0358368 0.0457969 0.0410339 0.0357996
internal_weight=0 673 2448 228 445 2351 334 1884 97 467 238 218 1808 152 426 144 117 1656 1164 188 492 398 111 96 85 1143 84 117 71 163
internal_count=3121 673 2448 228 445 2351 334 1884 97 467 238 218 1808 152 426 144 117 1656 1164 188 492 398 111 96 85 1143 84 117 71 163
is_linear=0
shrinkage=0.00221173


Tree=130
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 130 3 39 12 457 2 43 12 43 4 4 4 3 0 14 4 40 1 2 11 15 52 0 1 16
split_gain=2539.7 333.878 321.192 204.259 284.118 167.77 157.143 144.92 134.141 116.479 104.689 100.648 100.43 98.6143 85.5854 83.3669 60.8548 77.0561 71.2179 60.1798 65.4614 58.7142 56.4895 53.7405 53.0571 75.9119 81.0577 53.7595 51.6947 51.2793
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.11924500000000002 -0.04890499999999999 -0.072444999999999982 0.31534000000000006 0.087735000000000021 0.095175000000000023 0.10021000000000001 0.13093500000000002 -0.095049999999999982 -0.42850999999999995 0.0051600000000000005 -0.031404999999999995 -0.008819999999999998 0.23246000000000003 -0.14847999999999997 -0.030209999999999997 -0.10708499999999999 -0.17966999999999997 -0.079954999999999984 0.09697500000000002 0.14960000000000004 1.0000000180025095e-35 0.040760000000000005 -0.0080349999999999987 -0.060129999999999996 0.13820500000000002 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 11 -2 7 14 24 13 15 -1 -8 19 -3 -7 17 -10 29 -6 -21 -13 -22 -9 27 26 -26 -4 -14 -19
right_child=1 6 8 -5 9 10 12 23 16 -11 -12 21 28 -15 -16 -17 -18 18 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.016908874961710608 0.0061271689647429987 0.018899476503547761 0.019931662131488673 0.0076857997333231141 0.025513364534709829 0.021110510345603881 0.009673197801091037 0.0088343783105033751 0.022195404289259004 0.011267190271664259 0.0099077995343162042 0.012779344916884004 0.0058242690194741297 0.01449726292885632 0.011583177061131674 0.015297046605050066 0.013035159744363917 0.019003285897518131 0.013664531142574264 0.02277635372961067 0.01946050012676168 0.0069507462394292072 0.013204412452097702 0.0034033663229278157 0.02285421429773498 0.025619521314177253 0.014578367251672943 0.016012010925872375 -0.0007533866088256071 0.016384820794915177
leaf_weight=52 23 22 1417 30 25 44 35 116 53 21 27 66 26 37 122 83 27 312 43 61 106 29 20 26 37 46 22 42 30 121
leaf_count=52 23 22 1417 30 25 44 35 116 53 21 27 66 26 37 122 83 27 312 43 61 106 29 20 26 37 46 22 42 30 121
internal_value=0 0.0108602 0.0189209 0.0162907 0.0169098 0.0147285 0.00904404 0.0102875 0.0194755 0.0189893 0.0160132 0.0130903 0.00513617 0.0196405 0.0127009 0.0173112 0.018035 0.0182902 0.0178554 0.0205382 0.019873 0.0110001 0.0184675 0.00783997 0.0199875 0.0223317 0.0197683 0.0198188 0.00230052 0.0182716
internal_weight=0 554 2567 447 417 177 377 286 2120 270 154 147 91 249 144 127 556 529 476 212 187 95 126 142 1564 105 59 1459 56 433
internal_count=3121 554 2567 447 417 177 377 286 2120 270 154 147 91 249 144 127 556 529 476 212 187 95 126 142 1564 105 59 1459 56 433
is_linear=0
shrinkage=0.0034143


Tree=131
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 4 52 2 0 14 0 4 0 3 0 2 457 51 15 10 4 16 159 2 133
split_gain=6413.32 806.021 691.712 518.642 426.991 288.901 255.326 229.019 200.06 159.045 166.66 141.443 181.974 136.244 133.794 131.707 129.842 115.275 101.654 131.709 99.8965 97.8042 91.0249 90.2677 87.7624 70.5158 63.9486 63.8234 79.7434 119.827
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.095175000000000023 0.13011000000000003 -0.17966999999999997 0.40124500000000002 0.14753000000000002 0.27834500000000006 0.08257500000000001 0.10444500000000002 -0.068189999999999987 0.076175000000000007 -0.23194499999999998 0.053180000000000012 -0.050684999999999994 -0.14847999999999997 -0.030209999999999997 0.11389000000000002 0.045365000000000009 -0.096089999999999981 -0.41942499999999994 -0.38124499999999995 -0.0070899999999999991 -0.073404999999999984 0.082585000000000006 0.11144000000000001 0.048520000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 15 14 9 -6 25 10 -3 12 13 21 -4 -1 18 -8 -7 26 22 -9 -17 -11 -25 -5 -20 28 29 -2
right_child=1 6 5 8 7 16 17 11 -10 23 -12 -13 -14 -15 -16 20 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.026944134746375616 0.019668746334824183 0.01203449687401102 0.021799059952877359 0.022634594752575416 0.021833571775237506 0.024067662410716666 0.017151560637558787 0.019130549538271171 0.011589860245934719 0.0063894226154258263 0.0055681026475462754 0.020300085207677822 0.0084964025430408398 0.008983315457794995 0.026667336317732972 0.024543410396098038 0.016638491294534295 0.0079988046916704292 0.021854730783207179 0.014906464312884152 0.013753370373561001 0.013154359237222898 0.019219214280732134 0.0042681681571489095 -0.002996993148687645 0.017631461534210895 0.019365420708708583 0.0082437467160420448 0.0099545852513082782 0.010069292908859365
leaf_weight=22 21 45 1513 46 31 49 25 48 29 32 113 22 57 26 47 33 101 20 132 41 21 41 121 25 29 45 226 66 73 21
leaf_count=22 21 45 1513 46 31 49 25 48 29 32 113 22 57 26 47 33 101 20 132 41 21 41 121 25 29 45 226 66 73 21
internal_value=0 0.0102538 0.0206573 0.0135083 0.0173364 0.0213218 0.00686424 0.0146618 0.0180893 0.00571722 0.0074098 0.0135158 0.012648 0.0147058 0.0219457 0.0203911 0.019549 0.0130837 0.0202051 0.0197308 0.0195673 0.0163775 0.0203601 0.00260759 0.000366507 0.0201605 0.0202833 0.0104711 0.0117494 0.014869
internal_weight=0 590 2531 301 422 2109 289 225 120 244 158 194 172 115 1560 197 549 45 448 399 175 89 154 86 54 91 358 181 115 42
internal_count=3121 590 2531 301 422 2109 289 225 120 244 158 194 172 115 1560 197 549 45 448 399 175 89 154 86 54 91 358 181 115 42
is_linear=0
shrinkage=0.0028416


Tree=132
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 14 150 447 52 46 4 13 2 1 3 47 52 42 11 151 132 3 13 475 52 14 49 483 16 133
split_gain=2312.96 541.349 293.266 219.409 167.359 125.798 115.007 102.799 134.095 99.4694 95.2798 90.4104 98.3293 86.0962 74.9007 68.7429 63.8411 62.1822 95.622 66.6748 60.9869 57.9813 91.3174 55.7348 52.8875 51.1139 53.5091 51.1084 76.041 58.2518
threshold=0.10124500000000002 -0.43320999999999993 0.13657000000000002 0.085885000000000017 0.099515000000000006 0.062655000000000016 0.083250000000000005 0.084510000000000016 -0.066844999999999988 0.083550000000000013 0.41257000000000005 -0.15416999999999995 0.15109000000000003 0.16773500000000005 0.10299500000000002 0.13011000000000003 -0.077024999999999996 0.086555000000000007 1.0000000180025095e-35 0.055020000000000006 0.090440000000000006 -0.12018999999999998 0.14871000000000004 -0.066784999999999983 0.039215000000000007 -0.46413499999999996 -0.087004999999999985 0.085510000000000017 -1.0000000180025095e-35 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 5 7 10 14 -9 20 -5 -6 23 15 17 16 -4 18 19 21 25 22 -1 -13 -25 -3 -27 28 29 -28
right_child=1 2 13 6 11 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0096788158154391384 0.017609924465497067 0.014009964653937178 0.00085626071077052714 0.016650543910739467 0.008333244506204273 0.021137567777272871 0.0072484550526074063 0.016655092656830708 0.0060674979713843764 0.016194540158119858 0.010332500078054875 0.019207963315099615 0.0083775509496152728 2.4268761781282838e-05 0.010985788438179914 0.012225042096977529 0.0068464576645927084 0.016460860942650885 0.023902257711288257 0.012995902810169857 0.003399085736550411 0.017857407589742746 0.018930255574017379 0.014093778979738387 0.016582194139825094 0.012675646647246892 0.0094394992473841068 0.011943432889073645 0.0033576122544890295 0.0049544770564498653
leaf_weight=23 94 21 22 96 20 80 23 32 20 20 33 41 20 23 20 20 109 672 25 32 20 989 21 188 165 33 153 35 34 37
leaf_count=23 94 21 22 96 20 80 23 32 20 20 33 41 20 23 20 20 109 672 25 32 20 989 21 188 165 33 153 35 34 37
internal_value=0 0.0103955 0.00939678 0.0106342 0.0167925 0.0172003 0.0138562 0.0170285 0.0125829 0.00924679 0.0150343 0.0149941 0.0153159 0.00580552 0.0171582 0.00668611 0.00584047 0.0172283 0.0177014 0.0175559 0.00882951 0.0176971 0.0140943 0.0156681 0.0152569 0.0091765 0.00882888 0.00833876 0.00777553 0.0085661
internal_weight=0 773 679 505 2348 1914 152 1834 52 353 129 434 414 174 1782 151 131 1762 1090 1065 333 1033 44 394 353 313 292 259 224 190
internal_count=3121 773 679 505 2348 1914 152 1834 52 353 129 434 414 174 1782 151 131 1762 1090 1065 333 1033 44 394 353 313 292 259 224 190
is_linear=0
shrinkage=0.0032076


Tree=133
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 1 14 4 1 4 1 1 157 2 4 47 160 158 12 49 12 1 16 15 48 52
split_gain=10086.2 1605.61 1009.73 831.838 623.332 562.798 397.141 326.716 317.227 284.3 249.999 232.388 204.21 134.485 183.472 121.09 109.233 106.058 157.601 100.724 95.287 84.7338 73.6757 67.869 67.236 63.4276 75.9542 72.5246 63.3564 61.7625
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089775000000000008 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.27834500000000006 0.16540500000000002 -0.014149999999999998 0.086920000000000011 0.091450000000000017 -0.0066899999999999989 0.14753000000000002 0.27834500000000006 0.090100000000000013 -1.0000000180025095e-35 0.083065000000000014 0.11734000000000001 -0.053364999999999996 0.092550000000000007 0.11669000000000002 -0.29154999999999992 -0.14147499999999996 0.095425000000000024 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 10 12 -5 15 -6 17 16 24 29 -9 18 -4 25 -20 22 28 -11 -15 26 -3 -27 -18 -1
right_child=1 2 8 9 11 -7 -8 13 -10 23 -12 -13 -14 14 -16 -17 21 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.019349125507785656 0.019407699348036069 0.012519162205481188 0.011103350764621062 0.018137499357711737 0.018001808375460827 0.012927271272730932 0.01180759249627324 0.021381253575629047 0.0123391690063834 0.013121283236277844 0.024030994051691977 0.011782145918723706 0.00079903339645297276 0.01908204430559168 0.01372707865604084 0.018688821120149302 0.019126404511240824 0.0049625207753323025 0.0096684836918656415 0.013400321063409524 0.0055861603147876887 0.021770041526543962 0.015142850497271969 0.009148759591448832 0.017463780821904626 0.010061862542929957 0.0095090911367243687 0.0050948324409418703 0.01584947672595155 0.020487045949003746
leaf_weight=215 71 43 39 34 69 48 24 83 37 34 59 32 22 192 35 210 323 70 28 33 81 36 20 29 182 23 105 20 23 901
leaf_count=215 71 43 39 34 69 48 24 83 37 34 59 32 22 192 35 210 323 70 28 33 81 36 20 29 182 23 105 20 23 901
internal_value=0 0.0108278 0.00981594 0.0191665 0.0120968 0.0193924 0.0195271 0.0196084 0.00713983 0.0136919 0.0201887 0.0160312 0.00633826 0.0187094 0.0179037 0.0200178 0.0193888 0.00689726 0.00781235 0.0103228 0.00663483 0.0189775 0.0187028 0.0112927 0.0182945 0.00979109 0.0103836 0.00775162 0.0189086 0.0202678
internal_weight=0 673 602 2448 325 2351 2303 2279 277 97 1385 101 240 894 409 1326 485 218 148 224 109 402 366 63 374 191 148 43 346 1116
internal_count=3121 673 602 2448 325 2351 2303 2279 277 97 1385 101 240 894 409 1326 485 218 148 224 109 402 366 63 374 191 148 43 346 1116
is_linear=0
shrinkage=0.00190765


Tree=134
num_leaves=31
num_cat=0
split_feature=1 4 12 13 15 3 43 39 457 12 149 15 4 2 10 43 49 43 4 3 0 12 40 2 1 11 39 402 52 376
split_gain=2088.84 287.072 271.608 207.197 172.789 189.458 204.85 140.245 120.808 116.163 110.234 104.514 95.7805 104.306 95.4983 92.9343 74.4318 63.9319 60.1868 52.9129 52.3957 71.6907 52.079 51.4051 69.9702 53.7374 48.6867 54.2545 47.4265 45.9691
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.28558999999999996 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.085060000000000011 0.091495000000000007 0.091625000000000012 0.07770500000000001 -0.43375999999999998 -0.050494999999999991 0.10981000000000002 -1.0000000180025095e-35 -0.095049999999999982 -0.080604999999999982 0.0051600000000000005 -0.012164999999999999 0.31370500000000007 -0.081094999999999987 0.13597000000000004 -0.078554999999999986 0.087675000000000017 0.089875000000000024 1.0000000180025095e-35 0.088025000000000006 0.089785000000000018 0.056145000000000007 0.080200000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 15 12 17 23 11 26 -5 -14 -13 -1 -9 28 20 -16 -11 -22 -17 -4 25 -25 27 -3 -8 -18
right_child=1 10 9 7 -6 -7 8 16 -10 18 -12 14 13 -15 19 22 29 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.013275884945829137 0.005598173238474456 0.010744997566391506 0.016847806164714874 0.019351438039629101 0.018740314946121474 0.0041400556295172961 0.015500303380264707 0.0040248867178807228 0.0085626643761927152 0.017574155129642156 0.012724662550550655 -0.0028648316644397879 0.014477098138715614 0.0077624608269980418 0.0059543971524700619 0.0092166812203908748 0.013789517123325323 0.011439551457502709 0.013651879990884847 0.00016694568203632861 0.015295688776748178 0.0094502089002925001 0.0033827777346809008 0.015539186310876125 0.01048523329048778 0.020231837762123214 0.0052476806024374613 0.0049925623295702555 0.019651660821315697 0.0074446504536814073
leaf_weight=50 60 57 834 27 48 26 144 24 28 97 24 20 91 31 75 65 25 32 273 20 448 22 20 394 26 26 56 23 34 21
leaf_count=50 60 57 834 27 48 26 144 24 28 97 24 20 91 31 75 65 25 32 273 20 448 22 20 394 26 26 56 23 34 21
internal_value=0 0.00854383 0.0153128 0.0108032 0.0130732 0.0123915 0.0129666 0.0122293 0.0147312 0.015785 0.00625156 0.00563261 0.0139634 0.0127709 0.0034141 0.00985581 0.00853818 0.0155536 0.0148715 0.00473599 0.0154587 0.0150221 0.007844 0.0163845 0.0155181 0.0158297 0.00750856 0.00909117 0.0162933 0.0108929
internal_weight=0 554 2567 279 447 399 373 219 238 2120 275 251 149 122 115 135 70 210 840 95 567 470 85 1280 446 420 136 80 178 46
internal_count=3121 554 2567 279 447 399 373 219 238 2120 275 251 149 122 115 135 70 210 840 95 567 470 85 1280 446 420 136 80 178 46
is_linear=0
shrinkage=0.00316148


Tree=135
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 159 124 2 2 14 2 4 52 457 43 3 3 1 1 457 47 0 11 13 4 4 52 3
split_gain=6659.23 1072.07 712.243 608.586 409.944 359.377 284.921 232.243 210.235 206.503 169.757 158.655 155.169 130.016 116.169 120.941 144.384 106.413 102.997 88.5543 83.2581 82.5897 73.4623 71.3546 86.4818 75.9858 70.0862 68.8418 64.1354 60.3123
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 -0.080389999999999989 0.089885000000000007 0.10672500000000001 0.062655000000000016 0.17025000000000004 0.40945500000000007 -0.56022499999999986 0.080930000000000016 -0.016814999999999997 0.30112000000000005 0.0068900000000000012 0.091450000000000017 0.11551000000000002 0.048635000000000005 0.10648500000000001 0.18019500000000002 1.0000000180025095e-35 -0.10664 -0.0073899999999999999 -0.036839999999999991 0.039215000000000007 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 22 6 9 -4 21 11 20 19 13 17 -11 23 -17 18 -9 -1 -6 -5 29 24 25 -16 -27 -2 -28 -3
right_child=1 2 7 8 10 -7 -8 12 -10 14 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.017196130911111558 0.017702948392166622 0.0066448807001373835 0.011099534002894243 0.006676086072823377 0.017392293157377829 0.010520261282953193 0.0090835580715417554 0.0063808019178013412 0.015858706469085215 0.019085032615989896 0.0087690894081486667 0.020586831145322067 0.0010419925070357917 0.003892305239831566 0.01258930515617049 0.015769321839888651 0.008156771531487899 0.0036905102761622412 0.012872788800929184 0.015663271729589565 0.012762881063432735 0.011442789181883075 0.011629331344663658 0.011743214365642796 0.018738182986909019 0.016465186391066314 0.014168450630653516 0.013237608070055813 0.016199499557904867 0.0090742061120122758
leaf_weight=1127 50 120 26 38 36 48 24 24 28 47 28 59 54 126 35 25 22 22 22 210 37 31 24 20 47 391 165 24 131 80
leaf_count=1127 50 120 26 38 36 48 24 24 28 47 28 59 54 126 35 25 22 22 22 210 37 31 24 20 47 391 165 24 131 80
internal_value=0 0.00847248 0.00751106 0.01617 0.00968095 0.0163895 0.0165118 0.00493729 0.0108501 0.01659 0.0133058 0.0171088 0.00429125 0.00519568 0.0157697 0.0155834 0.012206 0.00761076 0.00948567 0.0169554 0.0150459 0.00881765 0.00804655 0.0157845 0.0158896 0.0157042 0.0158629 0.0162547 0.0150673 0.00761661
internal_weight=0 673 599 2448 325 2351 2303 274 97 2279 101 1396 248 194 883 836 47 68 46 1337 73 69 224 789 769 722 687 74 296 200
internal_count=3121 673 599 2448 325 2351 2303 274 97 2279 101 1396 248 194 883 836 47 68 46 1337 73 69 224 789 769 722 687 74 296 200
is_linear=0
shrinkage=0.00216722


Tree=136
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 45 1 2 2 2 150 1 2 34 2 2 8 1 12 4 47 1 156 3 0 4 31 12
split_gain=9651.51 1569.17 1059.2 821.556 592.076 495.025 355.909 311.582 287.699 282.693 245.974 230.37 184.722 179.782 205.761 170.252 133.254 118.904 174.316 113.262 101.987 154.68 98.2303 92.2633 89.6806 83.7995 78.4625 78.3223 69.6556 67.2816
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.10783500000000001 0.09253500000000002 0.14285500000000004 0.15361500000000003 0.10672500000000001 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12358500000000001 0.08573500000000002 0.076935000000000017 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.11551000000000002 0.087645000000000015 0.090900000000000009 -0.030209999999999997 -0.036839999999999991 -0.077289999999999984 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 22 6 13 10 -5 12 15 23 19 20 16 28 -15 18 -17 26 21 -1 -3 -6 -22 -23 29 -2 -4 -7
right_child=1 2 7 8 11 9 -8 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 -20 -21 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.023981940207000826 0.019215462723350812 0.0084121581117559113 0.0053255901496371133 0.016708561261325382 0.01865590344751927 0.01797066064022828 0.022492543410101411 0.012717819024094613 0.0096881290498054412 0.011119219625163816 0.0018804217362082579 0.0098768999081523274 0.011759570886854013 0.01328952506115243 0.011508590204919303 0.012952755347849917 0.017752741336592628 0.0058290770715693722 0.0056661328281731749 0.018820896861723512 0.017792421354288299 0.018754239026761547 0.012046212554259229 0.014282270821987854 0.013640404874449638 0.015852984305502291 0.013373165626091119 0.014940953825131961 0.00048467650928682741 0.015972433561389898
leaf_weight=21 50 191 22 34 36 99 76 21 63 39 72 28 28 28 25 27 263 86 23 92 313 1098 33 37 21 39 30 24 23 179
leaf_count=21 50 191 22 34 36 99 76 21 63 39 72 28 28 28 25 27 263 86 23 92 313 1098 33 37 21 39 30 24 23 179
internal_value=0 0.0093794 0.00833552 0.0176961 0.0107103 0.0179249 0.0183693 0.00551869 0.0121489 0.0161323 0.00492113 0.0146199 0.0165891 0.018196 0.0168633 0.0061307 0.0173233 0.00721578 0.00960091 0.0169272 0.0184782 0.0187513 0.00894753 0.0164391 0.0175314 0.0186547 0.0163615 0.0178291 0.00285135 0.016684
internal_weight=0 673 599 2448 325 2351 1884 274 97 467 253 101 428 1808 316 181 291 136 50 400 1492 1158 224 73 334 1137 308 74 45 278
internal_count=3121 673 599 2448 325 2351 1884 274 97 467 253 101 428 1808 316 181 291 136 50 400 1492 1158 224 73 334 1137 308 74 45 278
is_linear=0
shrinkage=0.00194499


Tree=137
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 150 0 49 4 49 0 4 1 1 1 40 475 1 3 160 2 1 156
split_gain=10052.6 1611.63 843.438 758.934 602.794 503.777 450.201 336.378 311.769 308.204 275.609 257.044 193.389 191.407 264.702 172.327 143.888 130.337 142.476 130.178 123.577 107.093 96.1044 94.2112 91.5604 89.4355 110.448 75.9635 75.3449 74.4439
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10497000000000002 0.09253500000000002 0.14285500000000004 -0.062539999999999984 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.0067750000000000006 -0.054984999999999992 -0.079119999999999982 -0.55119499999999988 0.083135000000000014 0.12958500000000003 0.16175000000000003 -0.077714999999999992 -0.079029999999999975 0.13075500000000004 -0.097174999999999984 -0.016279999999999996 0.089775000000000008 0.13265500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 22 13 20 -4 12 -10 23 14 19 17 -2 -15 -19 -1 -8 -6 -3 -7 -5 26 -20 -21 -13 -25
right_child=1 4 9 24 21 10 8 -9 11 -11 -12 28 -14 15 -16 -17 -18 18 25 27 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.018850241376430248 0.012513981205275731 0.0070467748033684191 0.018319520774206333 0.010689174052092668 0.0038985451546788004 0.021160765243446594 0.019052871019277239 0.024644542506580963 0.015939478620532927 0.010097607898639919 0.011954553356687259 0.0088250330512769509 0.012474353564118735 0.020693598308949089 0.022864625995293451 0.01730443008901978 0.018519004936688017 0.024696351628659796 0.012365907355479764 0.015880862907428638 0.011645711225848072 -0.0016208017992995804 0.0026389863614151923 0.017635500255320628 0.0056030185860502279 0.019464882520258551 0.018376942679633562 0.011191641591324767 0.0045414599679493971 0.020642201765651236
leaf_weight=46 23 46 34 60 90 54 24 76 24 63 39 147 28 1148 35 98 121 22 20 44 20 21 50 300 24 311 57 27 23 46
leaf_count=46 23 46 34 60 90 54 24 76 24 63 39 147 28 1148 35 98 121 22 20 44 20 21 50 300 24 311 57 27 23 46
internal_value=0 0.00973528 0.0193392 0.0144932 0.00729752 0.0196016 0.00877415 0.0201089 0.0103969 0.0129795 0.0175554 0.00919732 0.0180658 0.0199182 0.0175546 0.0201351 0.0175599 0.0203132 0.0192481 0.0159662 0.015686 0.00285434 0.00475105 0.0184572 0.00923599 0.0189391 0.0168156 0.0140976 0.00824549 0.0180352
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 194 428 1808 152 1656 144 1558 410 117 44 111 96 400 84 388 77 71 170 346
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 194 428 1808 152 1656 144 1558 410 117 44 111 96 400 84 388 77 71 170 346
is_linear=0
shrinkage=0.00220078


Tree=138
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 12 4 4 2 0 2 50 2 2 14 4 12 47 0 12 43 11 0 2 13 16 4 4 2 1
split_gain=5519.6 718.647 603.702 601.581 403.817 243.602 218.224 213.413 172.569 159.356 156.463 136.555 120.754 120.012 113.977 106.248 92.4365 85.8087 84.0725 82.7593 81.593 80.7107 80.5863 77.0202 75.0338 72.928 72.4479 68.0504 83.1718 200.997
threshold=0.10752500000000002 0.13754500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091625000000000012 0.27044500000000005 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.10803500000000001 0.041865000000000006 0.10855000000000002 0.10444500000000002 0.076175000000000007 0.053180000000000012 -0.086254999999999984 0.077555000000000013 -0.23001499999999997 0.11734000000000001 -0.078139999999999973 0.080455000000000013 -0.077429999999999985 0.31358000000000003 -0.0075049999999999987 -0.50690499999999983 -0.15464999999999998 -0.50262499999999988 0.087675000000000017 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 12 14 -5 -6 -2 13 -10 23 17 16 27 19 -9 -1 -18 21 -12 26 -21 -3 -22 -26 -7 -4 -29 -30
right_child=1 11 5 6 7 15 -8 9 10 -11 20 -13 -14 -15 -16 -17 18 -19 -20 22 24 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.018589664712671952 0.0058830097671749362 0.0043527080514156446 0.024304938673241374 0.01747905131500856 0.019785542908852871 0.013894704560249061 0.010203513977449941 0.011871960453582608 0.015827095007251026 0.0051252110216751592 0.0054223180655981248 0.0088603708205115487 0.013698276181760808 0.0098778737000583105 0.024131556641614125 0.015903685133033633 0.013677928168645688 0.02393651203661637 0.019870217497522043 0.019449265514026502 0.0081409658766870823 0.021782049765102788 0.01315786951670061 -0.00065229418785535691 0.0084990324549849353 0.014679250255247165 0.018690004151886378 0.020220218757872617 0.01915138796579063 0.010371355483967924
leaf_weight=139 93 89 24 113 31 24 41 50 32 21 32 40 32 59 46 137 32 26 32 24 60 60 39 30 22 38 547 797 391 20
leaf_count=139 93 89 24 113 31 24 41 50 32 21 32 40 32 59 46 137 32 26 32 24 60 60 39 30 22 38 547 797 391 20
internal_value=0 0.00945095 0.0186261 0.0112618 0.0156767 0.0192163 0.0155421 0.0132041 0.00888213 0.0121524 0.010398 0.00454237 0.0185008 0.0130054 0.0199566 0.0180777 0.014624 0.0194322 0.0167741 0.0185069 0.00925502 0.0188016 0.0155546 0.00309094 0.0102771 0.0124132 0.0184885 0.0198007 0.0197112 0.0187241
internal_weight=0 590 2531 431 422 2109 154 225 277 194 184 159 197 173 1278 831 114 165 64 694 152 631 63 119 120 60 571 1232 1208 411
internal_count=3121 590 2531 431 422 2109 154 225 277 194 184 159 197 173 1278 831 114 165 64 694 152 631 63 119 120 60 571 1232 1208 411
is_linear=0
shrinkage=0.00270137


Tree=139
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 15 12 1 4 4 123 131 4 0 39 11 3 13 151 1 475 49 47 14 11 10 157 4 15 12
split_gain=2579.41 365.438 297.645 206.938 196.543 132.787 131.021 127.392 112.511 98.7319 91.4515 90.4632 79.8359 127.001 78.889 75.2642 72.4067 145.637 70.2196 77.1042 67.2254 66.3515 65.6476 73.5486 61.6251 57.846 55.5572 50.1673 46.1577 49.2239
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.08864000000000001 0.085055000000000006 0.024640000000000006 0.092550000000000007 0.14860500000000001 -0.15464999999999998 -0.0070899999999999991 0.10695000000000002 0.096070000000000016 -0.16363499999999997 -0.036484999999999997 0.10732000000000001 1.0000000180025095e-35 -0.10217499999999997 -0.0082249999999999979 0.032230000000000009 0.095950000000000021 -0.060699999999999997 0.12497000000000001 0.11402500000000002 -0.41076499999999994 0.080150000000000013 -0.013164999999999998 -0.0048549999999999991 -0.012164999999999999 -0.086849999999999997 0.11903500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 -2 12 15 8 -3 -6 11 22 -5 18 20 16 17 -4 19 -14 -1 27 23 -10 -17 -9 -22 28 -8 -30
right_child=1 7 6 5 9 -7 21 25 10 -11 -12 -13 13 -15 -16 24 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011039216727375151 0.0087179082531416673 0.013404100312875273 0.00654738423160184 0.01592688264256234 0.017227713300991928 0.018332996942111726 0.020132356564433736 -0.0018575477264000857 0.010338770922213641 0.011545149061872798 0.0012494247930359653 0.012610999589168488 0.014284139920326138 0.002679093975080381 0.0097805666623334963 0.021946527488096175 0.016370175048184474 0.016754095517142638 0.0052831025713498498 0.0096498833173293708 0.020056823991929748 0.011421626498981293 0.010991249937074347 0.0043566757873489698 0.016928624362053047 0.0041910179119124969 0.015714292933144924 0.013884651465340564 0.015685352308244256 0.011537878536294241
leaf_weight=22 178 23 21 21 46 21 20 21 23 72 28 24 52 21 21 39 1218 33 20 90 35 49 23 105 53 47 119 223 425 28
leaf_count=22 178 23 21 21 46 21 20 21 23 72 28 24 52 21 21 39 1218 33 20 90 35 49 23 105 53 47 119 223 425 28
internal_value=0 0.00835164 0.0153865 0.0130637 0.0107281 0.0110784 0.0158513 0.00595902 0.00705302 0.0137604 0.00633344 0.00714689 0.0103316 0.00968955 0.0153312 0.0164094 0.016218 0.0127848 0.0105983 0.0113469 0.0159935 0.0148294 0.00627842 0.00543158 0.0190558 0.00232308 0.0167012 0.0150693 0.0156279 0.015429
internal_weight=0 590 2531 422 296 225 2109 294 226 118 203 175 204 183 197 1364 1272 54 162 142 176 745 151 128 92 68 154 696 473 453
internal_count=3121 590 2531 422 296 225 2109 294 226 118 203 175 204 183 197 1364 1272 54 162 142 176 745 151 128 92 68 154 696 473 453
is_linear=0
shrinkage=0.00302984


Tree=140
num_leaves=31
num_cat=0
split_feature=1 12 1 3 4 4 1375 43 3 0 13 10 16 12 43 13 15 2 14 52 2 16 4 16 4 150 0 49 52 49
split_gain=2094.08 499.384 260.413 198.694 176.468 155.149 121.841 141.215 118.909 123.757 113.391 107.06 104.518 87.4066 74.8969 97.1846 70.0603 69.6621 62.8197 61.6943 83.7669 60.9039 53.4622 77.0188 52.0979 51.1826 50.582 48.3192 47.794 48.1999
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.41379000000000005 0.40124500000000002 -0.15308499999999997 -0.04890499999999999 -0.14477499999999996 -0.074229999999999977 -0.068269999999999983 -1.0000000180025095e-35 -0.52595999999999987 -0.42850999999999995 -0.11720999999999999 -0.0072999999999999992 -0.12255999999999999 0.098035000000000011 -0.46166999999999997 0.12603000000000003 0.081685000000000021 0.15891500000000003 0.033845000000000007 -0.10850999999999998 -0.17966999999999997 1.0000000180025095e-35 -0.10474999999999998 0.14233500000000002 0.056145000000000007 -0.056454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 11 8 -4 14 19 22 -9 -2 -12 -5 -8 -16 -1 24 -6 20 -3 -19 26 -24 -18 -14 -10 28 29 -13
right_child=3 5 6 13 18 -7 7 10 9 -11 12 27 25 -15 15 -17 17 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018926698276466598 0.003794403828166005 0.023208060837163993 0.0022452112511148915 0.0065450580311296313 0.0096726879250802027 0.008122410016694127 0.012792310599047086 0.0066404600382395573 0.010324645878454643 0.012992416390618768 0.0083533303097981289 0.0068059879976283752 0.015236671195629711 0.00042039789527459131 0.0082741959165844141 0.0014889637038599185 0.017846840803018533 0.0073382018084957425 0.0041510038957713134 0.012060486963672226 0.016878004616486555 0.013950917520915731 0.014456923099725072 0.0096800116547101495 0.013382231831826486 0.01034179529832145 0.015190254135581848 0.0071470323204804627 0.016363890743657739 0.012394825702983402
leaf_weight=26 23 24 20 34 24 35 23 34 21 412 38 20 101 67 84 27 37 28 118 20 129 26 136 43 80 26 1362 24 20 59
leaf_count=26 23 24 20 34 24 35 23 34 21 412 38 20 101 67 84 27 37 28 118 20 129 26 136 43 80 26 1362 24 20 59
internal_value=0 0.0139522 0.0113028 0.0062369 0.00755366 0.0146201 0.00970355 0.0101515 0.014726 0.0145092 0.011814 0.00995543 0.0128801 0.00248216 0.00768252 0.00662373 0.0141685 0.0134451 0.00508425 0.0171992 0.017871 0.0105221 0.0149093 0.0133094 0.0147941 0.0142346 0.0151164 0.0111075 0.0120676 0.0109799
internal_weight=0 2732 550 389 288 2182 353 333 2147 1974 199 146 165 101 134 111 197 171 142 173 153 54 1562 179 117 127 1383 123 99 79
internal_count=3121 2732 550 389 288 2182 353 333 2147 1974 199 146 165 101 134 111 197 171 142 173 153 54 1562 179 117 127 1383 123 99 79
is_linear=0
shrinkage=0.00311119


Tree=141
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 4 1375 43 3 12 13 4 4 2 13 43 13 14 49 13 4 52 13 3 13 43 457 15 4 3
split_gain=1696.21 404.501 210.935 160.942 149.614 125.671 98.7845 116.878 96.3163 102.328 94.1938 93.4196 84.2372 87.3178 72.9305 65.4647 84.1569 65.1862 63.8704 60.247 56.7488 52.9318 52.0339 49.6185 49.1471 46.6948 43.5307 43.1277 42.5938 75.7064
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.087735000000000021 0.40124500000000002 -0.096099999999999977 -0.078139999999999973 -0.14477499999999996 0.095935000000000006 -0.068269999999999983 0.27044500000000005 -0.033174999999999989 0.116525 -0.47860499999999995 -0.11720999999999999 -0.0072999999999999992 0.062655000000000016 -1.0000000180025095e-35 -0.094514999999999988 -0.14723499999999998 0.0046550000000000003 0.043850000000000007 -0.116045 -0.086134999999999975 -0.080884999999999985 0.083570000000000019 -0.24436499999999997 -0.35136499999999998 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 12 8 -4 15 19 23 -9 26 -2 -14 27 -8 25 22 -13 -3 -11 -21 28 -10 -6 -17 -12 -5 -1 -30
right_child=3 5 6 14 24 -7 7 10 9 20 11 18 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.016469512053708682 0.013973196457972372 0.019217250228614896 0.0022704105651687235 0.0068851481979240736 0.009222612509862017 0.0075813081570279854 0.011940107732762778 0.0066600197147109758 0.010161939353619974 0.0078699817342369523 0.014866898952546281 0.005360096045309984 0.010807474846533339 0.0053687028171450473 -0.00074180636855935872 0.0091909994576644324 0.00090318707320461615 0.018746169416766757 0.012256230788083685 0.015887087839401879 0.012526738010123861 0.010478019787688817 0.0091977332943690166 0.014049480544513332 0.0037388765003028355 0.0035352174089963444 0.0098695348521145032 0.00097567247405145208 0.013791319762962783 0.0067981584218477428
leaf_weight=37 31 46 21 36 20 35 23 42 35 29 86 29 60 63 45 55 26 20 27 104 450 23 37 1460 114 21 23 20 83 20
leaf_count=37 31 46 21 36 20 35 23 42 35 29 86 29 60 63 45 55 26 20 27 104 450 23 37 1460 114 21 23 20 83 20
internal_value=0 0.0130228 0.0105498 0.00582141 0.00705045 0.0136461 0.00905712 0.0094864 0.013745 0.0135426 0.0109741 0.0120722 0.00921978 0.00802176 0.00231681 0.0070228 0.00591399 0.0132246 0.00868502 0.0160534 0.0122448 0.0149075 0.0126007 0.0139585 0.00455734 0.00762822 0.0138124 0.00477462 0.0135001 0.0124334
internal_weight=0 2732 550 389 288 2182 353 332 2147 1974 207 165 154 123 101 125 102 197 56 173 479 127 177 1495 134 76 109 56 140 103
internal_count=3121 2732 550 389 288 2182 353 332 2147 1974 207 165 154 123 101 125 102 197 56 173 479 127 177 1495 134 76 109 56 140 103
is_linear=0
shrinkage=0.00322658


Tree=142
num_leaves=31
num_cat=0
split_feature=1 52 2 484 2 4 160 44 3 4 14 30 15 11 4 474 48 4 12 51 0 0 2 8 3 1 13 52 48 3
split_gain=1375.86 327.366 200.932 145.718 122.605 118.273 113.382 105.155 107.142 121.998 92.8987 77.968 86.424 68.4252 68.5936 77.2313 67.6779 95.389 60.0033 59.38 57.9708 68.3345 57.618 57.1581 54.3568 48.3802 49.9749 74.7731 51.3649 46.75
threshold=0.10124500000000002 -0.43320999999999993 0.13754500000000003 -1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 -0.40698999999999991 0.081805000000000017 0.092670000000000016 -0.15289999999999995 0.062655000000000016 0.086815000000000017 0.035560000000000008 0.085875000000000021 0.0082450000000000006 0.079590000000000008 0.093265000000000015 -0.50940999999999981 0.11586 0.10411500000000001 -0.079119999999999982 -0.11437499999999999 0.11177500000000001 0.091215000000000004 -0.047929999999999993 0.10612500000000001 0.05868000000000001 -0.063789999999999986 0.12118000000000002 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 22 5 7 -5 8 10 -10 13 12 18 14 16 -16 17 -1 23 -4 21 -19 -3 25 -23 -8 27 -27 -29 -22
right_child=1 2 19 6 -6 -7 11 -9 9 -11 -12 -13 -14 -15 15 -17 -18 20 -20 -21 29 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.020932936996794313 0.015096433071058632 0.016025167259618816 0.0023139724027204833 0.016285479853116434 0.0076159210995275246 0.0054338431491205447 0.0043085377726980525 0.022952086279103112 0.014282604958098379 0.0055191671925211797 0.01847590227704967 0.0033476313980708543 0.014051780122274114 0.0074316459136823682 0.013399836789754883 0.0064312058703400827 0.012073659680994091 0.010301630557333324 0.013737196060325023 0.007433741501323067 0.011097243647248917 0.015336531367188719 0.0086248744520912041 0.0017100657680303216 0.020361742171268397 0.0063101671163468872 0.0041326317627115965 0.012131828426264681 0.0054515237870246857 0.014268828737762744
leaf_weight=38 94 49 113 22 39 21 53 21 52 41 85 58 32 20 280 25 124 38 21 46 81 1061 22 26 32 84 35 98 20 390
leaf_count=38 94 49 113 22 39 21 53 21 52 41 85 58 32 20 280 25 124 38 21 46 81 1061 22 26 32 84 35 98 20 390
internal_value=0 0.00845216 0.00753233 0.00867504 0.0142953 0.0144081 0.00787537 0.0144905 0.0144121 0.0104192 0.0145829 0.00744206 0.00808563 0.0144245 0.0144921 0.0128286 0.0147797 0.0149843 0.00751911 0.00379516 0.0148432 0.0153095 0.0137321 0.00710589 0.0154837 0.00758965 0.0083234 0.00904952 0.0109996 0.0137234
internal_weight=0 773 679 520 2348 2309 449 2288 2267 93 2174 427 369 2089 2069 305 1764 1640 337 159 1602 1131 71 316 1093 290 237 202 118 471
internal_count=3121 773 679 520 2348 2309 449 2288 2267 93 2174 427 369 2089 2069 305 1764 1640 337 159 1602 1131 71 316 1093 290 237 202 118 471
is_linear=0
shrinkage=0.00379883


Tree=143
num_leaves=31
num_cat=0
split_feature=1 12 1 10 3 130 123 4 12 1375 484 43 3 16 3 0 49 3 0 4 159 1 151 4 15 16 2 133 49 3
split_gain=1129.96 269.719 136.866 125.049 97.9768 106.308 111.397 83.2265 77.6042 75.5285 91.2626 76.4926 58.03 56.7737 58.1205 54.9529 54.1689 81.4007 64.0518 52.1496 42.3585 41.467 37.4574 48.6136 60.5896 42.4147 35.8832 34.1951 34.0733 32.3625
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 -1.0000000180025095e-35 0.30112000000000005 -0.0060099999999999989 0.087755000000000014 0.40124500000000002 0.086305000000000007 -0.15308499999999997 -1.0000000180025095e-35 -0.078139999999999973 0.11924500000000002 -0.072359999999999994 -0.13927999999999999 0.11070500000000001 0.036705000000000008 -0.0063699999999999989 -0.23194499999999998 -0.036839999999999991 0.084250000000000005 0.14804000000000003 -0.080384999999999984 -0.17966999999999997 -0.10203999999999998 -0.097644999999999996 0.14285500000000004 0.087495000000000003 0.12497000000000001 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 21 5 -5 19 8 -3 -4 -11 20 16 -10 -15 22 17 -13 -19 -7 27 -2 -1 -24 -25 -26 -21 -12 -16 -27
right_child=3 7 9 4 -6 6 -8 -9 13 10 11 12 -14 14 28 -17 -18 18 -20 26 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=0.013626136609595529 0.0022747552376710728 0.010788575326083842 0.001099896252536735 7.5132054459407875e-05 0.0021638424297163181 0.01160129829995234 0.0031448746105108335 0.0054253277973165589 0.010109201912970272 0.0119550078544253 0.0066494498071964806 0.0031647674978404596 0.0049716169355953493 0.011108219286108468 0.0089287097112371022 0.0055947838170540424 0.012714790841591991 0.0044830961974411214 0.010280144996234378 0.0077855707486611161 0.0011884464693333707 -0.0022474697098382084 0.012500405253396225 0.011726969089641551 0.010850662697750644 0.0076094525850927842 0.0037696307512549063 0.0029844081802320715 0.0065710148714547287 0.0031903962591616148
leaf_weight=21 59 553 20 23 76 25 57 35 763 26 63 25 53 97 680 26 21 20 70 104 24 23 35 36 20 38 22 31 54 21
leaf_count=21 59 553 20 23 76 25 57 35 763 26 63 25 53 97 680 26 21 20 70 104 24 23 35 36 20 38 22 31 54 21
internal_value=0 0.00934454 0.00755664 0.00414041 0.00497753 0.00590324 0.0065477 0.00979521 0.00986645 0.00649201 0.00681586 0.00638063 0.00750739 0.00954653 0.00902991 0.00946431 0.0084956 0.00772514 0.00899191 0.00783221 0.00457589 0.00100633 0.0100527 0.00955237 0.00865514 0.00725533 0.00708437 0.00544077 0.00875526 0.00603657
internal_weight=0 2732 550 389 307 231 208 2182 2147 353 333 307 189 1594 831 197 136 115 90 151 118 82 171 150 115 79 126 94 734 59
internal_count=3121 2732 550 389 307 231 208 2182 2147 353 333 307 189 1594 831 197 136 115 90 151 118 82 171 150 115 79 126 94 734 59
is_linear=0
shrinkage=0.00285683


Tree=144
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 4 45 124 2 2 34 2 8 457 0 41 31 1 1429 52 4 457 49 475 0 0 47
split_gain=5434.53 916.361 565.065 488.031 337.303 323.868 257.54 239.266 228.784 211.057 189.516 148.469 144.941 106.999 133.754 135.85 87.6217 82.5763 80.9448 76.2718 68.6101 151.104 74.2641 67.6365 77.9503 67.1143 64.4319 64.2992 63.0998 63.0377
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 1.0000000180025095e-35 -0.022174999999999997 0.062655000000000016 0.27834500000000006 0.10783500000000001 -0.080389999999999989 0.091265000000000013 0.17025000000000004 -1.0000000180025095e-35 0.12358500000000001 0.08573500000000002 0.048635000000000005 -0.061629999999999997 0.085095000000000018 -0.077289999999999984 0.080270000000000022 0.084690000000000015 0.31359500000000001 -0.49013999999999996 0.080930000000000016 0.082865000000000008 -0.079029999999999975 0.062580000000000011 -0.10474999999999998 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 6 17 8 11 12 16 20 13 19 15 -15 -5 29 23 -4 22 25 -1 -13 26 28 -25 -28 -22 -3
right_child=1 2 9 10 -6 -7 -8 -9 -10 -11 -12 18 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.017298759196988239 0.016353192342976674 0.019062209883615032 0.0059032013393497482 0.0066827764217696883 0.010428167090637262 0.0083502538364278872 0.0082380253338762578 0.020191615947542294 0.009092008069673984 0.012542773259519214 0.016050106125871481 0.017641291639054292 0.0017589334377759347 0.012917569006487269 0.0053782606815492972 0.0056421359687092582 0.011848442109858286 0.011207894357879198 0.011316856590528532 3.738687542105805e-05 0.013764478094604127 0.010379101342117227 0.013752864036453902 0.018060019697977707 0.012030561239073105 0.020453189773351779 0.01557414439870709 0.011727829528507703 0.016514310136461208 0.01450968346523529
leaf_weight=894 76 27 22 36 48 215 40 84 22 21 28 81 52 30 106 23 31 20 22 23 47 22 31 51 32 20 532 23 426 36
leaf_count=894 76 27 22 36 48 215 40 84 22 21 28 81 52 30 106 23 31 20 22 23 47 22 31 51 32 20 532 23 426 36
internal_value=0 0.00897517 0.00806341 0.0161333 0.0163369 0.0100178 0.0129326 0.0164609 0.0163187 0.00567865 0.0111293 0.0163916 0.00511557 0.00597119 0.00683894 0.00976031 0.00907286 0.015195 0.0155724 0.00290512 0.0168131 0.0161542 0.0171799 0.0157026 0.0154565 0.0164119 0.0156374 0.0154147 0.0162411 0.0164608
internal_weight=0 691 615 2430 2335 338 123 2287 2203 277 95 2181 256 204 159 53 67 83 741 45 1440 515 925 719 638 493 606 555 473 63
internal_count=3121 691 615 2430 2335 338 123 2287 2203 277 95 2181 256 204 159 53 67 83 741 45 1440 515 925 719 638 493 606 555 473 63
is_linear=0
shrinkage=0.00225224


Tree=145
num_leaves=31
num_cat=0
split_feature=1 12 44 2 2 484 34 1 12 3 130 124 31 14 0 16 15 43 4 42 3 3 13 15 16 13 475 12 151 13
split_gain=1059.42 255.11 156.301 134.903 110.716 109.811 95.2542 94.9823 80.956 72.7579 87.2246 99.2588 57.507 55.7907 64.8167 55.3047 97.8647 55.2352 50.7434 50.5588 135.38 50.1349 63.9618 50.1163 45.8107 41.4955 40.0426 38.6156 38.6126 47.1473
threshold=0.11690500000000002 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 0.17025000000000004 -0.0068949999999999992 -0.028109999999999996 0.08864000000000001 0.099815000000000015 0.30112000000000005 -0.0060099999999999989 0.0049200000000000008 -0.077289999999999984 0.076175000000000007 -0.14001499999999997 -0.0087049999999999992 -0.026084999999999994 -0.17390999999999998 -0.033174999999999989 0.085345000000000018 -0.10831999999999999 -0.14186499999999996 -0.10664 -0.087894999999999987 0.15891500000000003 0.086705000000000018 -0.024084999999999999 0.13597000000000004 -0.030624999999999996 -0.080759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 12 26 13 10 -8 18 -2 14 -3 28 -17 -10 -12 21 -21 25 -23 -6 -9 -16 -7 -19 -5 -30
right_child=4 8 -4 15 23 7 9 24 17 -11 11 -13 -14 -15 19 16 -18 27 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.013379005106200097 0.0038910859455935322 0.0063569494465220517 0.014716790522246411 0.0040996572022965671 0.0026234151426404685 0.0059053607577689389 0.00060315432590051237 0.0059662180457143851 0.011256299827224312 0.0028665064971538788 0.011537809517638465 0.0008876406796844837 -0.0027945754388619326 0.013620095593188664 0.016779433557410028 0.0062212754471388 -0.0015752425983973251 0.0086457452695602281 0.0071927507996435939 0.0020255578169778811 0.010127296469272556 0.005319723823647979 0.010892773420982766 -0.0032711080408378604 0.010031473669523441 0.011918632498288052 0.010622426406188146 0.0048428011292385373 0.0046742876523943851 0.010454971432640932
leaf_weight=39 29 37 30 36 36 20 21 171 74 66 31 21 21 52 23 35 27 260 142 20 824 20 774 22 31 60 115 28 22 34
leaf_count=39 29 37 30 36 36 20 21 171 74 66 31 21 21 52 23 35 27 260 142 20 824 20 774 22 31 60 115 28 22 34
internal_value=0 0.0097361 0.00788442 0.00749768 0.00430893 0.00849113 0.00499606 0.00792548 0.0102135 0.00569231 0.00655976 0.00720455 0.00108311 0.0104792 0.0103863 0.0050721 0.00282602 0.00888524 0.00797135 0.0104729 0.00993531 0.0109902 0.0107524 0.000387562 0.00659009 0.0132656 0.0099236 0.00827601 0.00658577 0.00818399
internal_weight=0 2732 560 530 389 376 331 337 2172 281 215 194 50 1810 1758 154 62 362 173 1721 844 877 794 58 202 83 135 288 92 56
internal_count=3121 2732 560 530 389 376 331 337 2172 281 215 194 50 1810 1758 154 62 362 173 1721 844 877 794 58 202 83 135 288 92 56
is_linear=0
shrinkage=0.00307686


Tree=146
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 124 1 2 49 150 1 2 457 2 1 1 40 4 1 47 15 133 0 4
split_gain=8686.45 1343.34 753.421 644.335 493.107 476.138 357.213 300.753 276.314 270.858 298.333 240.434 165.307 250.582 140.324 135.755 101.826 101.006 94.4171 91.7449 88.9898 88.5473 87.741 83.4212 76.4256 74.3255 71.0664 65.963 60.4069 60.1798
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 -0.17966999999999997 1.0000000180025095e-35 -0.080389999999999989 0.089770000000000016 0.090425000000000019 -0.054984999999999992 1.0000000180025095e-35 0.11414000000000001 -1.0000000180025095e-35 0.048635000000000005 0.087675000000000017 0.16175000000000003 0.076935000000000017 -0.077714999999999992 -0.51843499999999987 0.13075500000000004 0.090280000000000013 -0.090344999999999995 -1.0000000180025095e-35 -0.030209999999999997 0.0037800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 22 12 15 -8 -11 18 19 17 -2 21 -12 -14 -4 -1 26 28 -3 -21 27 -16 -6 -5 29 -7
right_child=1 4 11 24 20 8 9 -9 -10 10 16 -13 13 -15 25 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015226784667145223 0.0090682770989096891 0.0056778901003587089 0.0061822350124076395 0.0057347380276076658 0.0044410900311579269 0.014113592829144952 0.013713718322268505 0.018007493671276527 0.0087370789500677195 0.012182374364207181 0.0076754293211267633 0.013751118732671271 0.010917045492653954 0.0082057121447668326 0.014934038742044202 0.0098439319810264339 0.0052131476578871835 0.014254422451130008 0.010110673023469408 0.017753231395829801 -0.00042748976396012842 0.014967652094884702 0.0024810886786768415 0.014289796826978216 0.0045095748917411659 0.012313322213366843 0.0012921843457186861 0.009369409709123637 0.010807218255653873 0.012578270727161011
leaf_weight=810 23 46 38 22 60 141 20 76 41 30 99 28 28 23 58 30 89 263 31 20 21 92 50 654 24 63 30 38 29 144
leaf_count=810 23 46 38 22 60 141 20 76 41 30 99 28 28 23 58 30 89 263 31 20 21 92 50 654 24 63 30 38 29 144
internal_value=0 0.0074086 0.014185 0.0107058 0.00571927 0.0143732 0.006733 0.0147525 0.0128831 0.00783018 0.00729041 0.00962255 0.0146149 0.0135138 0.0128506 0.013273 0.00650977 0.0139333 0.00794719 0.0148479 0.00266895 0.0135264 0.00401289 0.0143926 0.00702895 0.0135695 0.00339145 0.0080367 0.0131041 0.0133379
internal_weight=0 673 2448 228 445 2351 334 1874 477 238 218 97 1798 314 144 436 188 291 69 1484 111 406 96 674 84 121 90 60 314 285
internal_count=3121 673 2448 228 445 2351 334 1874 477 238 218 97 1798 314 144 436 188 291 69 1484 111 406 96 674 84 121 90 60 314 285
is_linear=0
shrinkage=0.00167049


Tree=147
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 2 14 4 123 123 2 4 4 1 1 16 34 13 474 52 4 124 1 1429 52 0 42 16 14
split_gain=4412.63 767.206 488.389 384.569 357.238 291.783 194.076 163.717 152.257 133.789 108.999 98.5574 84.7283 75.6234 98.5726 75.2249 94.4106 74.5677 71.0454 70.1962 68.8085 102.203 60.8034 56.2735 134.876 75.9948 55.3456 57.5371 53.6982 53.0971
threshold=0.104035 -0.40967499999999996 0.13604000000000002 0.27834500000000006 0.088725000000000012 0.091265000000000013 0.14960000000000004 0.062655000000000016 0.40473500000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.17025000000000004 -0.17966999999999997 -0.013125 0.086455000000000018 0.11392000000000001 -1.0000000180025095e-35 -0.038779999999999995 -0.016469999999999995 0.10008000000000002 -0.021869999999999997 0.27287000000000006 -0.078224999999999989 0.080270000000000022 0.084690000000000015 0.31359500000000001 0.18019500000000002 -0.11051499999999999 -0.16075999999999999 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 9 10 -6 13 23 17 -3 19 -15 16 20 -4 -19 26 -14 -22 -11 25 -25 -1 27 -7 -13 -17
right_child=1 2 11 -5 8 6 -8 -9 -10 22 -12 28 15 14 -16 29 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.019028901414808133 0.018095128178451304 0.014212614653472098 0.0021120628453775102 0.0080922082907739223 0.016344637953532911 0.022170464174437535 0.0093035522773102005 0.022770545941509169 0.0098435137978604408 0.010489955475916857 0.013349483148800578 0.004548294242206815 0.0083988221222453009 0.016572276416505927 0.011087626356425913 0.011323514616085245 0.005046483630207408 0.0057502012091381494 0.010482156333331324 0.022173575746081996 0.017459805103130197 0.010493061546077856 0.016443862548720593 0.018059682548535187 0.011202719853234943 0.014713622234176861 0.013186421408915456 0.017559633976755196 -0.0011353026734581592 0.0065762647211609002
leaf_weight=894 76 21 24 30 87 21 26 65 38 34 31 26 48 322 26 20 24 66 36 26 22 52 20 493 22 31 20 369 23 128
leaf_count=894 76 21 24 30 87 21 26 65 38 34 31 26 48 322 26 20 24 66 36 26 22 52 20 493 22 31 20 369 23 128
internal_value=0 0.00997349 0.00896984 0.0177333 0.0104926 0.0178538 0.0165941 0.0185623 0.0143683 0.0168203 0.0183764 0.00514117 0.00895464 0.0171044 0.0161625 0.00857907 0.009959 0.00640921 0.0074203 0.0178563 0.0109254 0.0125643 0.0126951 0.0184846 0.0177668 0.0188843 0.0175825 0.0178079 0.00188048 0.00721778
internal_weight=0 691 615 2430 440 2400 864 1536 125 838 1471 175 315 784 348 294 146 126 102 436 122 74 54 1440 515 925 410 390 49 148
internal_count=3121 691 615 2430 440 2400 864 1536 125 838 1471 175 315 784 348 294 146 126 102 436 122 74 54 1440 515 925 410 390 49 148
is_linear=0
shrinkage=0.00270954


Tree=148
num_leaves=31
num_cat=0
split_feature=1 4 457 2 2 4 1 3 133 45 14 3 123 40 15 43 0 1 1 0 1209 4 4 3 160 4 2 160 133 14
split_gain=1147.18 260.696 192.617 153.944 101.762 97.5944 96.1296 87.7455 87.1987 86.207 79.4689 78.1473 69.4514 67.1942 65.3569 84.9639 71.3329 72.1133 63.0746 57.4119 53.1002 49.6134 46.5189 45.5911 42.7439 47.8106 49.0985 42.4175 42.2217 41.6892
threshold=0.10124500000000002 0.27044500000000005 0.079590000000000008 0.14285500000000004 0.14122000000000004 0.27834500000000006 0.16540500000000002 0.10299500000000002 0.085635000000000003 0.081955000000000014 0.062655000000000016 0.30112000000000005 0.085740000000000011 -0.055059999999999991 0.040760000000000005 -0.51144999999999985 -0.13027499999999997 0.083135000000000014 0.11910500000000002 -0.019414999999999998 0.091045000000000001 0.015030000000000002 0.49041500000000005 -0.13309499999999996 0.055845000000000006 -0.069389999999999993 0.10527500000000002 0.08443500000000001 -1.0000000180025095e-35 -0.41076499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 5 7 12 9 11 10 14 24 18 -4 15 -1 17 -17 -3 -9 21 -18 -14 -16 25 -2 -27 -19 -25 -20
right_child=1 6 13 -5 -6 -7 -8 19 -10 -11 -12 -13 22 -15 23 16 20 27 29 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0033959998257898603 0.01024925264804012 0.0061687681704324536 0.0048378720530646525 0.002430887682852146 0.0048052841446937526 0.0033279915423955128 -0.0020883872882042592 0.0029653101730331283 0.0047488384599961341 0.01450507761597741 0.011573564181260961 0.0045489571669030835 -0.0016473386371405024 -0.00065083876707619157 0.013271655162457541 0.0101045026694644 0.0092671742626966973 0.0026375844017137483 0.0060325667432931671 0.0088170051727926926 0.0047846905440381265 0.0078316710171902233 0.002880187323460983 0.009926159736596267 0.012114478154141566 0.0085008410374663914 0.0049630921927185595 0.0069940931579875647 0.0088222027076347177 0.0023577643682890941
leaf_weight=22 76 98 33 42 41 21 21 27 55 21 88 33 21 30 22 26 777 31 29 21 22 217 67 520 26 119 36 32 460 87
leaf_count=22 76 98 33 42 41 21 21 27 55 21 88 33 21 30 22 26 777 31 29 21 22 217 67 520 26 119 36 32 460 87
internal_value=0 0.00522231 0.00652825 0.00722891 0.00895031 0.00902398 0.00340288 0.0090763 0.00781302 0.00915246 0.00910176 0.00839416 0.00378473 0.0022242 0.00899959 0.00856108 0.00866391 0.00638532 0.00460098 0.00552543 0.00886351 0.00895379 0.00179975 0.00949281 0.0088879 0.00852474 0.00767917 0.00485041 0.00940798 0.00327646
internal_weight=0 773 450 387 2348 2307 323 2286 345 2238 2217 290 302 63 2129 1127 1105 89 214 48 1016 994 88 1002 257 231 155 63 980 116
internal_count=3121 773 450 387 2348 2307 323 2286 345 2238 2217 290 302 63 2129 1127 1105 89 214 48 1016 994 88 1002 257 231 155 63 980 116
is_linear=0
shrinkage=0.00265431


Tree=149
num_leaves=31
num_cat=0
split_feature=1 4 457 2 0 3 1 4 133 14 49 149 447 3 48 4 160 52 40 52 14 52 0 157 123 1 130 158 4 3
split_gain=929.218 211.164 156.02 124.695 96.2099 78.0246 77.865 72.9047 70.6309 65.7121 67.5889 65.6603 64.1387 63.2993 56.9713 65.1837 56.5756 54.5441 54.4273 53.5166 47.6025 44.121 43.3028 62.4067 43.1809 42.8575 36.7125 36.2942 59.8627 36.1584
threshold=0.10124500000000002 0.27044500000000005 0.079590000000000008 0.14285500000000004 0.18019500000000002 0.092670000000000016 0.16540500000000002 -0.46376499999999993 0.085635000000000003 0.062655000000000016 0.11560500000000001 0.07770500000000001 0.084510000000000016 0.30112000000000005 0.093265000000000015 -0.50940999999999981 0.05259500000000001 0.14295500000000003 -0.055059999999999991 0.12492500000000002 -0.46413499999999996 -0.077024999999999996 -0.079119999999999982 -0.08107499999999998 0.086120000000000016 0.12000500000000001 -1.0000000180025095e-35 0.07968500000000002 0.033845000000000007 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 5 9 11 -7 13 10 12 19 14 26 15 -1 -9 -16 -4 20 -3 -14 27 -24 25 -22 -2 28 -17 -12
right_child=1 6 18 -5 -6 7 -8 16 -10 -11 29 -13 21 -15 17 22 -18 -19 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017791534854753439 0.0066935586940157837 0.0073753870575591542 0.006286492143717912 0.0031587764218299497 0.0045689630736816074 0.012276339129616169 -0.002713719978745159 0.002715034056354019 0.0061707988586029048 0.015173607934355127 0.010098961327651196 0.010866137580594983 0.01095947554457947 0.0059110664421145919 0.01078972075574847 0.012534036039393842 0.010133870417454978 0.0046972357622771443 -0.00084572157482429983 0.0097292461547558891 0.0063581748403049414 0.0030947412745273473 0.0052404813906751354 0.011451408217365257 0.00035834225336182169 0.0021887029087851941 0.011981310132374972 0.014220659052901997 0.0096606996820615704 0.0050919576379818308
leaf_weight=30 21 46 33 42 28 44 21 36 55 85 87 25 22 33 127 1013 26 26 30 25 70 20 25 479 61 75 236 153 119 28
leaf_count=30 21 46 33 42 28 44 21 36 55 85 87 25 22 33 127 1013 26 26 30 25 70 20 25 479 61 75 236 153 119 28
internal_value=0 0.00678604 0.00848303 0.00939349 0.0116303 0.0117156 0.00442182 0.00850359 0.0101525 0.0118693 0.0117374 0.004918 0.0119006 0.0109077 0.0120004 0.0121893 0.00582616 0.0097544 0.0028902 0.00438117 0.0038506 0.00721436 0.0120954 0.0111433 0.00306351 0.00420155 0.0115492 0.0124688 0.012232 0.00887986
internal_weight=0 773 450 387 2348 2320 323 106 345 2214 2129 302 2014 290 1972 1819 62 153 63 277 252 42 1789 504 206 145 257 1285 1132 115
internal_count=3121 773 450 387 2348 2320 323 106 345 2214 2129 302 2014 290 1972 1819 62 153 63 277 252 42 1789 504 206 145 257 1285 1132 115
is_linear=0
shrinkage=0.00383233


Tree=150
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 1 1 2 150 2 12 4 2 4 1 47 3 157 0 160 16 2 1 51
split_gain=8127.46 1323.87 880.369 670.748 490.458 438.122 295.243 268.608 264.558 248.356 191.309 166.212 158.034 181.278 157.587 104.434 99.6959 136.472 95.5894 118.037 91.8238 78.5491 75.2626 74.7626 72.887 66.915 66.848 62.6265 60.9894 74.814
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.14285500000000004 0.40473500000000007 0.16540500000000002 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.14753000000000002 0.40945500000000007 0.076935000000000017 0.090100000000000013 0.090900000000000009 -0.061169999999999995 -0.030209999999999997 -1.0000000180025095e-35 0.22339500000000004 0.087675000000000017 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 11 -5 14 -6 18 16 15 20 -14 17 -1 19 -4 24 28 27 -18 -7 -21 -25 -19 29 -3
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 23 22 -20 25 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.01932466077379345 0.014276658466655536 0.0037380250455638811 0.0070102525134639222 0.013165557067353501 0.013006031228041733 0.013151242732493327 0.017942241562060174 0.0083758368982064235 0.0072080156944656516 0.0084298520817587888 0.0077284370749615338 -0.0012865809416381805 0.010462916127821137 0.0087630987967606232 0.0090300559435564452 0.01402256647648026 0.010689759018344427 0.015197534033549445 0.0020797907878963369 0.0059410598656497501 0.014866190813698499 0.0092836713808730591 0.012424580459772275 0.014281538863205274 0.010276396545353433 0.0027405106681582083 0.011396747157340301 0.014309803329599984 0.004519050007875715 0.0073822027925448197
leaf_weight=21 71 20 43 37 71 278 76 37 60 39 30 22 28 25 28 263 22 732 70 27 92 33 39 285 30 78 27 366 43 128
leaf_count=21 71 20 43 37 71 278 76 37 60 39 30 22 28 25 28 263 22 732 70 27 92 33 39 285 30 78 27 366 43 128
internal_value=0 0.00712048 0.00627648 0.013996 0.00823275 0.0141823 0.014559 0.00398121 0.00948048 0.012663 0.0114384 0.00330371 0.0144167 0.0132911 0.0130488 0.0136801 0.0146552 0.0148984 0.00376695 0.00456493 0.0133301 0.00678733 0.0148167 0.0138118 0.0128712 0.00356351 0.0140319 0.0149016 0.00635603 0.00688975
internal_weight=0 673 602 2448 325 2351 1884 277 97 467 101 240 1808 316 428 291 1492 1158 218 148 400 224 1137 334 308 105 312 1098 191 148
internal_count=3121 673 602 2448 325 2351 1884 277 97 467 101 240 1808 316 428 291 1492 1158 218 148 400 224 1137 334 308 105 312 1098 191 148
is_linear=0
shrinkage=0.00175225


Tree=151
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 44 1 14 2 2 4 34 2 1 10 47 157 475 15 1 14 15 156 157 42 12 475 52
split_gain=6259.79 1019.87 679.255 533.408 393.776 353.812 253.201 200.928 196.944 188.938 167.351 154.667 148.099 90.3064 105.315 89.5475 77.9091 76.9016 71.8005 69.8208 78.5085 104.752 63.1138 61.3709 61.2056 64.6369 58.4408 63.6654 57.7804 63.4223
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.094585000000000016 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.091265000000000013 0.27834500000000006 -0.038779999999999995 0.13404500000000005 0.089875000000000024 0.09820000000000001 0.090100000000000013 -0.42132499999999995 -0.079029999999999975 0.040760000000000005 0.089770000000000016 0.096015000000000017 -0.11345499999999999 0.083310000000000009 0.090460000000000013 0.079510000000000011 0.092655000000000015 -0.088274999999999978 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 9 10 -5 11 13 15 -6 -4 16 28 -15 -3 -13 -20 21 23 -11 -21 26 -26 -25 -28 -1 -30
right_child=1 2 7 8 12 -7 -8 -9 -10 22 -12 18 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.015045635950283487 0.01691464566247057 0.0080231307433640819 0.0027025208577294061 0.015973071519208824 0.015801184806346198 0.010931840290796396 0.0098305692347862607 0.011957505068770068 0.009233508059408117 0.021720207023144159 0.0012391902169786046 0.019853162981629952 0.0099273666573456553 0.0099654839083410315 0.004804108513740679 0.016372274656259123 0.004991747447277828 0.011753929185579534 0.018079312765212335 0.018100305964907713 0.016933870927138366 0.011598028185796952 0.017400195989767477 0.013907242726460611 0.020602940417226358 0.015475090053957682 0.017798737816037167 0.014661366517690599 0.017959656650574553 0.014458416807071659
leaf_weight=38 74 191 39 34 69 48 24 22 63 61 52 27 32 53 85 286 23 33 81 45 224 36 24 149 21 31 56 80 1093 27
leaf_count=38 74 191 39 34 69 48 24 22 63 61 52 27 32 53 85 286 23 33 81 45 224 36 24 149 21 31 56 80 1093 27
internal_value=0 0.00901065 0.0080342 0.016782 0.0102408 0.016996 0.0171224 0.0054169 0.0115958 0.0171992 0.0048459 0.0170713 0.0139402 0.00578364 0.00653 0.0175031 0.00846027 0.00857276 0.0162399 0.0161049 0.0158558 0.0152781 0.0205004 0.0156249 0.0152944 0.017546 0.0148836 0.0159532 0.0177824 0.0178753
internal_weight=0 673 599 2448 325 2351 2303 274 97 2279 252 2194 101 200 161 1444 76 224 750 723 642 418 85 382 337 52 285 136 1158 1120
internal_count=3121 673 599 2448 325 2351 2303 274 97 2279 252 2194 101 200 161 1444 76 224 750 723 642 418 85 382 337 52 285 136 1158 1120
is_linear=0
shrinkage=0.00225675


Tree=152
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 4 49 4 1 50 15 1 0 40 157 13 151 1 43 475 52 4 3
split_gain=6820.46 1140.34 594.264 496.523 397.959 369.237 289.833 268.083 238.558 203.939 202.422 162.057 146.606 139.496 99.3441 163.027 83.7131 99.4679 81.1117 76.7603 72.0712 71.6235 67.8142 67.4421 66.4657 64.6386 62.6439 61.988 67.6411 58.3886
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.092845000000000025 0.091265000000000013 0.062655000000000016 -0.15464999999999998 -0.054984999999999992 -0.013125 0.086920000000000011 0.041865000000000006 -0.41942499999999994 0.089875000000000024 -0.093584999999999988 -0.077714999999999992 -0.0041249999999999993 -0.10278499999999999 -1.0000000180025095e-35 0.12408500000000001 -0.00045499999999999995 -0.088274999999999978 0.40674500000000008 -0.51253999999999988 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 10 -8 -4 11 18 -10 -2 19 -16 17 -6 26 -12 -3 -21 -23 -19 -14 -5 -1 28 -28 -30
right_child=1 4 9 25 16 -7 8 -9 12 -11 14 -13 24 -15 15 -17 -18 23 -20 21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.011797352959263301 0.0077135587263025508 0.0041572376403297851 0.012262583324822928 0.0039345394016572707 0.0025078153337593384 0.0076426114246339102 0.010229653016820425 0.007180891165310223 0.010584604514337122 0.0062545068591657029 0.016720388421921334 0.017424815804020947 0.0056312099851641897 0.012932287905038673 0.012570885808344283 0.0074189245843708975 0.0040172626923235585 0.00043621895342087479 0.013141864952399926 0.015268057812088636 0.00064626929244789673 0.0095013046816326708 0.013236363638924456 -0.0045681218221670615 0.0029234859119312497 0.0074745914019882708 0.018166805029151523 0.011412358588811771 0.014505057061781236 0.0114516862003543
leaf_weight=38 25 45 37 37 29 41 53 25 20 60 30 62 125 122 317 27 23 20 286 68 50 21 316 24 52 48 20 27 1047 26
leaf_count=38 25 45 37 37 29 41 53 25 20 60 30 62 125 122 317 27 23 20 286 68 50 21 316 24 52 48 20 27 1047 26
internal_value=0 0.00619365 0.0134283 0.00980576 0.0042934 0.0136297 0.00530196 0.013736 0.00643914 0.00854625 0.0138077 0.0142385 0.00541936 0.0120447 0.0129748 0.0121665 0.000668887 -0.000386081 0.0141017 0.0136139 0.00230936 0.0133838 0.0130036 -0.00229342 0.00483572 0.00593363 0.0143388 0.014425 0.0144994 0.0144311
internal_weight=0 673 2448 232 441 2351 345 2310 250 97 2285 1506 197 147 779 344 96 73 1444 435 95 405 337 44 177 85 1158 1120 1093 1073
internal_count=3121 673 2448 232 441 2351 345 2310 250 97 2285 1506 197 147 779 344 96 73 1444 435 95 405 337 44 177 85 1158 1120 1093 1073
is_linear=0
shrinkage=0.00201268


Tree=153
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 4 2 14 47 124 2 2 3 4 52 457 1 2 15 10 160 16 16 42 159 3 15 0 14
split_gain=7381.02 1289.34 789.695 617.421 443.472 423.319 338.227 325.22 280.934 256.787 213.194 201.953 159.746 148.673 141.807 119.655 93.7533 86.178 129.306 78.0104 74.7701 74.2376 70.9974 109.506 133.831 120.987 75.6998 63.2767 61.5772 55.597
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10467500000000002 0.14122000000000004 0.27834500000000006 -1.0000000180025095e-35 0.062655000000000016 0.13082500000000002 -0.080389999999999989 0.089885000000000007 0.14753000000000002 -0.020429999999999997 0.27834500000000006 -0.56022499999999986 0.048635000000000005 0.089770000000000016 0.097845000000000015 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35 0.0057500000000000008 0.083160000000000026 0.086555000000000007 0.0089800000000000019 0.086245000000000016 0.090455000000000021 -0.074479999999999977 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 8 13 11 12 16 22 14 -3 -4 -13 -5 -17 -19 -14 -21 -16 26 25 -25 -24 28 -10 -1 -6
right_child=1 2 9 10 29 -7 -8 -9 27 -11 -12 15 19 -15 21 17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.016055060128032782 0.015395176983998412 0.012296736694647694 0.0087421022274759026 0.0070010454756859611 0.009743670725611461 0.0096215560737403505 0.0086070966280180003 0.014449396538534895 0.01995765887746247 0.0097975858216976675 0.014752340889876796 0.017435684838016392 0.0050749370539063705 0.0063252113592753897 0.0073072282837598253 0.014636438911841314 0.011196293316054458 0.0090222296469343235 0.014409146381668967 0.0038610298705253556 -0.00027966914768870244 0.0040257356336976064 0.01449076307946298 0.017390623370715629 0.013091236360325645 0.0092064969624264231 0.013107995224079445 0.016866149455743863 0.01429551489124091 0.0074469333183264201
leaf_weight=1078 76 22 40 36 41 41 23 75 47 37 28 45 32 32 29 749 31 22 38 25 30 84 42 61 36 20 30 37 66 168
leaf_count=1078 76 22 40 36 41 41 23 75 47 37 28 45 32 32 29 749 31 22 38 25 30 84 42 61 36 20 30 37 66 168
internal_value=0 0.00852395 0.00767482 0.0150737 0.0094888 0.0152534 0.0153541 0.012067 0.0154224 0.00546137 0.0106546 0.0153005 0.00479287 0.00875806 0.00588075 0.0146292 0.00894213 0.0144731 0.0124339 0.0028797 0.00160247 0.00486789 0.0157306 0.0146217 0.015795 0.0127862 0.0158808 0.0185959 0.0159535 0.00789749
internal_weight=0 691 615 2430 338 2335 2294 129 2271 277 95 2187 240 54 153 854 67 809 60 87 55 113 1333 159 97 62 1174 84 1144 209
internal_count=3121 691 615 2430 338 2335 2294 129 2271 277 95 2187 240 54 153 854 67 809 60 87 55 113 1333 159 97 62 1174 84 1144 209
is_linear=0
shrinkage=0.00176831


Tree=154
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 124 14 2 4 1 2 160 47 4 130 13 34 13 457 1 51 43 43 157 12 11
split_gain=6384.53 1049.32 680.72 536.667 506.645 376.624 280.563 220.952 211.113 195.551 179.902 132.383 114.133 140.778 90.7731 88.292 83.6028 173.07 82.5143 86.4 82.0533 87.486 81.8099 73.3588 69.9479 60.6267 59.3337 55.2131 51.9964 51.0554
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.089775000000000008 0.40473500000000007 -0.080389999999999989 0.062655000000000016 0.17025000000000004 -0.014149999999999998 0.086455000000000018 0.14122000000000004 0.030480000000000004 0.090100000000000013 0.41555500000000006 -0.076894999999999977 -0.0013449999999999996 -0.028109999999999996 -0.016469999999999995 0.048635000000000005 0.091450000000000017 -0.023524999999999997 0.066275000000000014 0.12266000000000001 -0.0066899999999999989 0.090285000000000018 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 7 10 -6 22 23 20 15 28 16 25 18 -18 -3 -20 -4 -22 -5 -1 -17 27 -27 -9 -14 -29
right_child=1 2 11 9 8 -7 -8 12 -10 -11 -12 -13 13 -15 -16 24 17 -19 19 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.016557424225351589 0.015678913832343426 0.0022025064928876147 0.00038068976831494961 0.0059839038374210757 0.01406669254889255 0.008900370710500467 0.0082774628528977223 0.017815639369873848 0.0076711881549071919 0.015335857600238693 0.020379627018641829 -0.00036120685362677418 0.015579123434510362 0.0098837855460745978 0.0028911742610685963 0.021592483422611112 0.01274999649328136 0.004281371050339859 0.0057545554610292041 0.0089146469206113684 0.0034268710379963246 0.0079359649142407597 0.010956591003076928 0.015093925465168623 0.016693658063592295 0.010454796089289632 0.014957093425115546 0.015629924789572359 0.013870962062546954 0.011867472988153984
leaf_weight=1116 74 22 25 38 84 41 25 57 39 28 59 49 158 36 31 21 33 20 130 68 64 34 31 210 53 23 44 268 220 20
leaf_count=1116 74 22 25 38 84 41 25 57 39 28 59 49 158 36 31 21 33 20 130 68 64 34 31 210 53 23 44 268 220 20
internal_value=0 0.00760881 0.00661183 0.0155089 0.00814877 0.015725 0.0158461 0.0159289 0.0120388 0.0102726 0.0164983 0.00279628 0.0150526 0.0141762 0.00657483 0.0157993 0.00699312 0.00955429 0.00637611 0.00683984 0.00405414 0.00499125 0.00821801 0.0163256 0.0180839 0.0153889 0.0134115 0.0157729 0.014585 0.0153686
internal_weight=0 673 599 2448 427 2351 2310 2285 123 97 1385 172 900 414 304 486 273 53 220 198 123 98 69 1326 74 412 67 345 378 288
internal_count=3121 673 599 2448 427 2351 2310 2285 123 97 1385 172 900 414 304 486 273 53 220 198 123 98 69 1326 74 412 67 345 378 288
is_linear=0
shrinkage=0.00227162


Tree=155
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 0 15 2 0 52 4 2 34 4 3 160 4 157 15 10 11 47 0 13 157
split_gain=5298.89 877.619 577.752 441.798 322.39 297.222 202.929 202.271 186.868 165.347 138.685 148.238 136.917 134.571 110.839 131.473 103.401 103.1 97.2842 129.182 129.244 75.3042 70.7702 67.6643 73.8119 66.8249 66.683 71.9683 57.9764 56.027
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.062655000000000016 0.033845000000000007 0.13082500000000002 0.092845000000000025 -0.11173999999999999 -0.10469999999999999 0.11474000000000002 -0.079119999999999982 1.0000000180025095e-35 0.27044500000000005 0.14753000000000002 -1.0000000180025095e-35 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 0.27834500000000006 -0.0045449999999999996 -0.41942499999999994 -0.38124499999999995 0.079300000000000009 0.090100000000000013 -0.23091999999999999 -1.0000000180025095e-35 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 10 16 -5 11 -1 -6 29 15 -9 17 -4 22 20 -20 -19 -15 -18 -25 -24 27 -3 -23 -12
right_child=1 2 8 9 12 -7 -8 14 -10 -11 13 -13 -14 18 -16 -17 23 21 19 -21 -22 28 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.014183672040024575 0.011644558802487406 0.0073462446020537628 -0.00010932743002691777 0.010565885854596762 0.01032462042461771 0.0062476320711988744 0.014885926888031614 0.0097698148178628243 0.0063889890045167423 0.0050564786187060843 0.0095255989770120682 0.0078321990537004189 0.0047868603632475314 0.01458822212709863 0.01174610883548215 0.0044720572925222831 0.0020543122420657416 0.0061228969403493167 0.0038912879344813567 0.011267964891156359 0.010112852033074927 0.001240737082653694 0.01302475072841028 0.00091426449171257498 -0.0038235007214942403 0.0087651338346537051 0.0074430767284672517 0.0038257628815359644 0.0051235839717038599 0.012492888838845403
leaf_weight=20 76 28 45 37 81 41 84 166 37 58 27 64 24 56 107 22 32 33 20 454 45 52 42 25 30 24 33 172 23 1163
leaf_count=20 76 28 45 37 81 41 84 166 37 58 27 64 24 56 107 22 32 33 20 454 45 52 42 25 30 24 33 172 23 1163
internal_value=0 0.0051162 0.00430944 0.011507 0.00609623 0.0116822 0.0117793 0.0116612 0.00212917 0.00720225 0.011903 0.00934445 0.00905885 0.0120204 0.0100916 0.00914986 0.00147244 0.00248037 0.0112682 0.0108835 0.00819852 0.00355941 0.0129045 -0.00030012 -0.00166997 0.0114758 0.00476115 0.00431863 0.00243148 0.0124256
internal_weight=0 691 615 2430 338 2335 2294 2210 277 95 1915 84 105 1831 295 188 240 153 641 519 65 108 122 87 55 66 233 200 75 1190
internal_count=3121 691 615 2430 338 2335 2294 2210 277 95 1915 84 105 1831 295 188 240 153 641 519 65 108 122 87 55 66 233 200 75 1190
is_linear=0
shrinkage=0.00203638


Tree=156
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 159 2 2 2 4 150 1 2 2 12 4 47 1 123 3 1 157 0 4 2 16 12
split_gain=9596.96 1505.48 1011.38 833.379 566.954 486.462 323.866 298.635 289.968 267.138 247.821 196.843 201.429 179.256 169.162 200.17 121.646 107.771 138.746 92.1187 89.3854 87.5312 80.4558 76.5989 76.4137 72.6929 65.8218 64.2693 64.1709 63.7753
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 0.14285500000000004 0.10672500000000001 0.15609500000000001 0.40945500000000007 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.076935000000000017 0.088610000000000008 0.090900000000000009 0.11551000000000002 -0.061169999999999995 -0.030209999999999997 -0.036839999999999991 0.087675000000000017 0.22339500000000004 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 6 14 -5 -4 13 23 12 21 20 17 16 -16 18 -1 -3 25 -10 27 -6 -19 29 -2 -20 -26 -7
right_child=1 2 8 7 10 9 -8 -9 11 -11 -12 -13 -14 -15 15 -17 -18 24 22 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.021797238657542715 0.017385184102097655 0.0076591091549072796 0.010764273817192404 0.015349931942297996 0.016906120302515013 0.016492417759668553 0.02049043553407294 0.0087199252008116641 0.0098138720726885509 0.010271875983396128 0.0087249033126089812 0.0019727243663167373 0.004075905063645616 0.010790704622125363 0.012341125579259902 0.010597472197202357 0.016293930858243988 0.012795388828535374 0.017519322005920733 0.01092116943780146 0.017068735737147928 0.0052950863116523941 0.014575818357530414 0.013212191968217556 0.016523518927160596 0.012377319497465148 0.013752914549109645 0.016594038474256577 0.013615416038867768 0.014689100314465513
leaf_weight=21 50 191 26 34 36 99 76 63 38 39 28 74 114 28 28 25 263 22 732 33 92 22 39 37 285 30 24 366 27 179
leaf_count=21 50 191 26 34 36 99 76 63 38 39 28 74 114 28 28 25 263 22 732 33 92 22 39 37 285 30 24 366 27 179
internal_value=0 0.00853538 0.00758762 0.0162226 0.00973864 0.0164363 0.0168446 0.0110438 0.00503622 0.014789 0.0132848 0.0044357 0.00548317 0.0152007 0.0166913 0.015493 0.0159136 0.0169451 0.0172053 0.00813968 0.0155094 0.00815698 0.0171205 0.0150339 0.0160429 0.0150436 0.0162072 0.0172109 0.0162719 0.0153313
internal_weight=0 673 599 2448 325 2351 1884 97 274 467 101 248 174 428 1808 316 291 1492 1158 224 400 60 1137 73 334 308 74 1098 312 278
internal_count=3121 673 599 2448 325 2351 1884 97 274 467 101 248 174 428 1808 316 291 1492 1158 224 400 60 1137 73 334 308 74 1098 312 278
is_linear=0
shrinkage=0.00180288


Tree=157
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 2 4 150 1 2 2 12 4 47 123 1 2 1 0 1 0 15 16 15
split_gain=13087.5 2042.1 1329.56 1158.6 803.739 661.081 416.565 388.118 368.133 347.779 291.197 237.267 247.395 215.624 209.728 220.322 149.394 124.048 155.425 113.433 102.642 102.636 87.9779 84.089 75.5592 75.0826 74.2696 72.2976 70.8479 69.1868
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 0.09253500000000002 0.10672500000000001 0.15609500000000001 0.40945500000000007 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.088610000000000008 0.076935000000000017 0.087675000000000017 0.11829500000000003 -0.030209999999999997 0.11669000000000002 -0.060129999999999996 -0.14147499999999996 -0.29154999999999992 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 14 -4 13 -5 23 12 20 21 17 16 -16 18 -1 25 -9 24 29 -6 -7 28 -19 -27 -3 -20
right_child=1 2 7 9 10 8 -8 11 -10 -11 -12 -13 -14 -15 15 -17 -18 26 22 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.021723379418015359 0.016106456573179797 0.0091517909908020306 0.010191475034860507 0.014783558779096886 0.01585841983940086 0.015163403412125001 0.020684351615496279 0.0088714549680717521 0.0096390423571333164 0.0081055173090260179 0.0083658265240049035 0.00083371261809112376 0.0029753247887828343 0.010525083472353354 0.012134049634666398 0.010623592678437184 0.016222670204737052 0.016281366269595809 0.020377243803586013 0.010142384992684196 0.0043041886822424557 0.016915103941823325 0.016446563758662464 0.011808941082464365 0.012352428998326051 0.006841095159740922 0.013585357697090475 0.0024664954754966919 0.0065873869178765757 0.017348576727707444
leaf_weight=21 74 43 26 34 53 278 76 38 39 63 28 74 114 28 28 25 263 302 22 33 22 92 383 20 30 23 32 20 105 732
leaf_count=21 74 43 26 34 53 278 76 38 39 63 28 74 114 28 28 25 263 302 22 33 22 92 383 20 30 23 32 20 105 732
internal_value=0 0.00776678 0.0067365 0.0161456 0.00903845 0.0163807 0.016825 0.00400609 0.0145885 0.0104463 0.0129794 0.00335762 0.004431 0.0150395 0.0166628 0.0154174 0.0158293 0.0169265 0.0171871 0.0072615 0.00719679 0.0153555 0.0171033 0.014749 0.0148896 0.00676376 0.0160231 0.0048064 0.00733245 0.0174369
internal_weight=0 673 599 2448 325 2351 1884 274 467 97 101 248 174 428 1808 316 291 1492 1158 224 60 400 1137 73 308 191 334 43 148 754
internal_count=3121 673 599 2448 325 2351 1884 274 467 97 101 248 174 428 1808 316 291 1492 1158 224 60 400 1137 73 308 191 334 43 148 754
is_linear=0
shrinkage=0.00168276


Tree=158
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 14 49 52 457 43 2 1 1 52 0 11 4 52 13 14 2 4 48 52 52
split_gain=9057.01 1476.69 958.291 783.787 694.573 461.447 398.298 301.792 271.872 270.965 209.932 205.08 122.985 139.301 172.024 118.417 109.252 99.4785 95.6691 71.7339 112.465 72.5406 80.1003 73.8595 67.951 67.5791 67.3872 65.4354 60.3216 70.5172
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089775000000000008 0.09253500000000002 0.062655000000000016 0.12899500000000003 -0.55252499999999982 0.080930000000000016 -0.016814999999999997 0.17025000000000004 0.11392000000000001 0.091450000000000017 -0.024714999999999997 0.18019500000000002 1.0000000180025095e-35 0.018150000000000003 0.039215000000000007 -0.117405 -1.0000000180025095e-35 0.10584500000000001 -0.036839999999999991 0.092150000000000024 -0.066844999999999988 -0.092399999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 16 6 8 -6 10 -5 17 15 -10 19 -15 -4 18 28 -3 20 21 23 -23 -14 -18 -20 -2 -25 29 -1
right_child=1 2 11 9 7 -7 -8 -9 12 -11 -12 -13 13 14 -16 -17 24 -19 25 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.015307824359630668 0.015736605968856923 0.0061671187535897853 0.0036138050226111849 0.013603681000481392 0.013280995004769655 0.0094144830560263393 0.0078373751536699211 0.0074870302211391699 0.016514405958063121 0.0075974616671245021 0.01849953197571989 0.00836960905416528 0.011346032045053925 0.014169652275819749 0.0077322574960355167 0.00047312108028447163 0.007398647842309463 0.014111411206318652 0.011454856464456962 0.010922090804015218 0.016939228019379065 0.012409651847992687 0.014497932400856306 0.014809327369527092 0.0047159879825418565 0.0078595191342952838 0.012241321467733246 0.012946086779259137 0.015592501672798671 0.01325372673219008
leaf_weight=139 50 73 120 34 82 48 24 39 59 63 59 21 22 26 23 50 38 210 22 20 42 135 90 413 103 51 24 64 901 76
leaf_count=139 50 73 120 34 82 48 24 39 59 63 59 21 22 26 23 50 38 210 22 20 42 135 90 413 103 51 24 64 901 76
internal_value=0 0.00737692 0.00648422 0.0144792 0.00796807 0.0146762 0.0147859 0.0114135 0.0148591 0.00970273 0.0153349 0.00331453 0.014122 0.0139529 0.011148 0.00269007 0.00651546 0.0151941 0.00755508 0.0141278 0.0142115 0.0140532 0.013245 0.0144177 0.00543897 0.00894305 0.014603 0.0145593 0.0153978 0.0145817
internal_weight=0 673 599 2448 408 2351 2303 121 2279 97 1385 191 894 835 49 170 287 1326 146 786 766 724 225 499 141 73 74 477 1116 215
internal_count=3121 673 599 2448 408 2351 2303 121 2279 97 1385 191 894 835 49 170 287 1326 146 786 766 724 225 499 141 73 74 477 1116 215
is_linear=0
shrinkage=0.00171462


Tree=159
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 14 150 4 44 0 1 4 46 4 0 12 3 1429 2 34 15 4 15 12 3 12 13 132 16 133
split_gain=2312.82 512.133 299.033 210.74 163.457 130.99 114.196 114.054 106.376 129.312 155.896 114.458 93.12 91.2485 78.8664 94.3796 73.7329 71.2054 62.4544 60.7581 59.823 86.1341 126.499 65.0827 59.5686 55.9339 54.3382 54.1989 48.0558 44.7072
threshold=0.10124500000000002 -0.40967499999999996 0.13657000000000002 0.085885000000000017 0.11362000000000001 0.062655000000000016 0.083250000000000005 -0.068329999999999988 0.081805000000000017 -0.10474999999999998 0.083135000000000014 0.018150000000000003 0.083550000000000013 0.41257000000000005 -0.079119999999999982 -0.083994999999999986 -0.047929999999999993 0.086825000000000013 0.17025000000000004 -0.038779999999999995 0.040760000000000005 -0.17966999999999997 -0.0040799999999999994 0.09320500000000001 -0.0087149999999999988 0.083370000000000014 -0.016469999999999995 0.090440000000000006 -0.16075999999999999 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 8 13 -6 9 10 -1 14 27 -5 -11 -16 -12 20 19 -4 21 23 -23 -17 -9 -13 -21 29 -20 -3
right_child=1 2 18 6 7 -7 -8 24 -10 11 16 25 -14 -15 15 17 -18 -19 28 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016200629880986927 0.016389757895368888 0.0080800610017592277 -0.00019935637810611413 0.015934302459688 0.0045615731172891994 0.020641257845003074 0.0053218122087267047 0.014629059709014331 0.024233068962951073 0.017130090014532359 0.0035924911224904611 0.0082802498786357544 0.015159650812622761 0.0089288759026161391 0.0077703191558468089 0.017766316805628228 0.011486910016990095 0.0200159705582037 0.003479369347915874 0.0041452694556106629 0.01635098085558194 0.013571950278283356 0.0034236597550674633 0.010917084688746465 0.0080789104107669204 0.014259356941951127 0.0097446490560225297 0.0013618346830302438 -0.0036925959519857081 0.0042892233640995309
leaf_weight=106 102 265 24 92 20 88 23 133 21 1177 20 25 20 33 20 74 68 47 26 61 303 68 21 24 21 112 36 20 23 48
leaf_count=106 102 265 24 92 20 88 23 133 21 1177 20 25 20 33 20 74 68 47 26 61 303 68 21 24 21 112 36 20 23 48
internal_value=0 0.00884439 0.0076974 0.00910287 0.0160521 0.0163219 0.012723 0.0126813 0.0161396 0.0160573 0.0132486 0.0163486 0.00758507 0.0140849 0.0165998 0.0154794 0.00969272 0.0157665 0.0035554 0.00494946 0.0153589 0.0137514 0.0111774 0.016089 0.0137359 0.0131683 0.00622339 0.00713014 0.000112937 0.00749872
internal_weight=0 773 671 501 2348 2174 148 174 2086 2065 194 1871 353 125 1734 557 88 537 170 121 490 187 89 98 154 137 97 333 49 313
internal_count=3121 773 671 501 2348 2174 148 174 2086 2065 194 1871 353 125 1734 557 88 537 170 121 490 187 89 98 154 137 97 333 49 313
is_linear=0
shrinkage=0.00361425


Tree=160
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 124 14 4 1 15 1 3 15 52 0 1 0 457 0 1 40 16 52 150 15
split_gain=7640.35 1193.24 677.222 558.407 512.748 396.559 372.875 313.011 300.036 262.258 229.179 178.2 151.706 262.554 196.587 120.475 173.029 101.09 98.3163 94.8797 93.9244 115.357 90.7157 89.5993 83.1146 82.3292 77.5478 74.8461 66.7212 80.1525
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.064054999999999987 0.14285500000000004 -0.080389999999999989 0.062655000000000016 -0.013125 0.086920000000000011 -0.17952999999999997 0.085760000000000017 -0.11171999999999999 -0.069954999999999989 -0.52606999999999993 -0.059114999999999994 0.075045000000000014 -0.046359999999999991 0.048635000000000005 -0.23001499999999997 0.13436000000000001 -0.078554999999999986 0.13751500000000003 -0.020999999999999994 0.082565000000000013 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 11 25 -8 -9 12 22 15 20 -14 -15 -1 -17 19 -2 -6 21 -7 -4 -18 -10 -3 -23 -20 29 -5
right_child=1 4 10 28 17 9 7 8 24 -11 -12 -13 13 14 -16 16 23 -19 27 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015116097300590998 0.015132249907226275 0.0053753676406106668 0.0057385054384632766 0.0079722525623417365 0.0043766395568108369 0.014306947205067401 0.012955393472388031 0.012544335362238285 0.0065882234499617075 0.0087054075296147601 0.013814492113577149 0.017916450266146713 0.013246966204465957 0.012627996987869412 0.0048090850213261009 0.0087394643533197005 0.010720739581544013 -0.0014766354134281615 0.010083695865148378 0.00053920805887936016 0.01572265163605148 0.0085852061778668009 0.0099429316266063002 0.014418915663236439 0.0028057015209235082 0.0019905552451547851 0.012948902179485971 0.013365557044556402 0.0098345096885686049 0.0038529392840381473
leaf_weight=993 45 45 38 33 58 263 34 28 159 39 28 62 319 20 23 20 23 21 43 34 111 20 31 416 22 51 42 50 20 30
leaf_count=993 45 45 38 33 58 263 34 28 159 39 28 62 319 20 23 20 23 21 43 34 111 20 31 416 22 51 42 50 20 30
internal_value=0 0.00719725 0.0141364 0.0106705 0.00549902 0.0143312 0.00662061 0.00782295 0.00698801 0.0133237 0.0094134 0.0148882 0.0135494 0.0126767 0.00844579 0.0147589 0.0139861 0.00213424 0.012919 0.00295846 0.0142741 0.0137793 0.00762745 0.0142252 0.00612847 0.00357719 0.0115413 0.0118481 0.00693208 0.00601067
internal_weight=0 673 2448 221 452 2351 339 243 209 837 97 1514 798 362 43 1452 459 113 138 92 436 325 69 439 181 96 62 93 83 63
internal_count=3121 673 2448 221 452 2351 339 243 209 837 97 1514 798 362 43 1452 459 113 138 92 436 325 69 439 181 96 62 93 83 63
is_linear=0
shrinkage=0.00182395


Tree=161
num_leaves=31
num_cat=0
split_feature=1 52 2 12 2 14 4 2 2 52 50 2 123 50 130 15 0 16 0 12 0 4 15 4 13 475 158 16 43 4
split_gain=2035.26 450.73 262.825 196.743 143.683 102.491 87.9362 84.8592 106.029 84.6379 78.4273 77.9131 74.7205 64.6226 58.2286 55.8074 91.0484 57.4009 72.4576 50.0027 80.3326 52.1604 48.0574 47.5534 45.3952 44.5206 44.0535 40.7795 46.5514 41.2094
threshold=0.10124500000000002 -0.43320999999999993 0.13754500000000003 0.085885000000000017 0.099515000000000006 0.062655000000000016 0.27044500000000005 -1.0000000180025095e-35 0.10252500000000002 0.13389000000000004 0.041865000000000006 0.15109000000000003 0.084025000000000016 0.096530000000000019 -1.0000000180025095e-35 -0.15914499999999995 -0.11173999999999999 -0.23935499999999996 -0.14832499999999996 0.087695000000000009 0.062580000000000011 -0.51843499999999987 -0.081924999999999984 -0.014149999999999998 -0.012549999999999997 -0.066784999999999983 0.10046000000000001 0.013515000000000001 -0.11720999999999999 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 15 -3 -9 14 22 12 25 26 -10 -1 17 -17 -19 20 21 -18 -4 -16 -25 -6 -5 -21 -29 -30
right_child=1 2 10 13 11 -7 -8 8 9 -11 -12 -13 -14 -15 23 16 19 18 -20 27 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.016151665718846554 0.013345627704131934 0.0037665902646079057 0.0026567931123884316 0.0080919195671886428 0.014819013466537035 0.016557534295266699 0.0065865464933702548 0.011934644739759182 0.00075944193792187929 0.011595455574128739 0.0064244330547883 0.0054098418912118529 0.0058306885528445511 0.013507841026092683 0.010532792802128923 0.013901874158763365 0.018654198505571699 0.010832403816875927 0.0043905533459505401 0.012943487017262974 0.0077757700629190818 0.013739282789480037 -0.0017095111056378359 0.003269331715787993 0.0068088639798161337 0.011431784348764924 0.012996710054158955 0.0071431532837555045 0.015950999797725532 0.011126151823062076
leaf_weight=54 94 114 86 99 41 80 20 35 22 24 40 21 21 39 20 29 21 53 24 715 21 751 33 55 91 351 21 23 20 103
leaf_count=54 94 114 86 99 41 80 20 35 22 24 40 21 21 39 20 29 21 53 24 715 21 751 33 55 91 351 21 23 20 103
internal_value=0 0.00703306 0.00615915 0.00721734 0.0127873 0.0131496 0.0130009 0.00596171 0.00697485 0.00615601 0.00269841 0.0111894 0.0114832 0.0100682 0.00546161 0.0130716 0.0129771 0.0102136 0.00882455 0.0131543 0.0137115 0.013873 0.00144597 0.00608479 0.00547548 0.0117861 0.00895026 0.012641 0.0111596 0.0119107
internal_weight=0 773 679 520 2348 1914 1834 361 247 212 159 434 413 159 188 1814 1760 106 77 1654 793 772 119 166 146 392 120 861 146 123
internal_count=3121 773 679 520 2348 1914 1834 361 247 212 159 434 413 159 188 1814 1760 106 77 1654 793 772 119 166 146 392 120 861 146 123
is_linear=0
shrinkage=0.00307586


Tree=162
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 4 2 150 1 49 2 2 1 12 4 50 1 1 11 2 47 133 0 12 2
split_gain=13581.1 2151.23 1132.94 989.8 687.979 666.874 450.005 420.017 366.538 356.268 332.914 342.663 225.163 207.545 199.575 197.627 175.199 147.049 131.415 132.624 128.175 122.965 103.849 103.84 97.2579 90.1301 80.4356 76.484 72.7896 71.2859
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.09253500000000002 -0.17966999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.089770000000000016 -0.054984999999999992 0.090425000000000019 -1.0000000180025095e-35 0.12408500000000001 0.09141500000000001 -0.51843499999999987 0.041865000000000006 0.12000500000000001 0.13075500000000004 1.0000000180025095e-35 0.31358000000000003 0.097480000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.094835000000000017 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 21 13 12 -4 -8 -12 23 18 -2 16 -15 -13 19 -1 24 -3 26 28 -6 -16 -5 -20 -7 -21
right_child=1 4 9 22 20 8 10 -9 -10 -11 11 17 -14 15 25 -17 -18 -19 27 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.032014601402984622 0.022485281964028093 0.019539341556550165 0.026612265029762779 0.019066965477686323 0.015825937080809187 0.027435804675222372 0.026257685408595192 0.031445665182518921 0.022339616684940583 0.020979630291208654 0.024680845495197671 0.020283218647121026 0.02288592201894582 0.024038334979876622 0.028115009353428252 0.023264466005385474 0.027728124342577681 0.017398302717606461 0.027742594202467087 0.028708363063518094 0.018443102527607794 0.016115288837132286 0.017749388278791009 0.028911688120565077 0.012493606061223607 0.025687708842953287 0.022436294972978631 0.025462636681377503 0.026149189108000945 0.027965440047012471
leaf_weight=21 23 30 34 22 61 158 20 76 41 63 30 142 28 28 65 25 263 46 302 754 26 66 24 49 24 56 38 32 191 383
leaf_count=21 23 30 34 22 61 158 20 76 41 63 30 142 28 28 65 25 263 46 302 754 26 66 24 49 24 56 38 32 191 383
internal_value=0 0.0205377 0.0276506 0.0240403 0.018743 0.0278443 0.0197482 0.0282162 0.0263442 0.022954 0.020782 0.0202797 0.0267296 0.0280804 0.0262719 0.027048 0.0273731 0.0195773 0.0282991 0.0285226 0.0157185 0.0171853 0.0202147 0.0270001 0.014885 0.0269916 0.0212009 0.0275242 0.0267317 0.0284581
internal_weight=0 673 2448 228 445 2351 334 1884 467 97 238 218 426 1808 144 316 291 188 1492 1158 111 96 84 398 85 121 60 334 349 1137
internal_count=3121 673 2448 228 445 2351 334 1884 467 97 238 218 426 1808 144 316 291 188 1492 1158 111 96 84 398 85 121 60 334 349 1137
is_linear=0
shrinkage=0.00140232


Tree=163
num_leaves=31
num_cat=0
split_feature=1 4 12 13 3 43 39 1 12 150 43 149 14 4 2 44 4 4 4 49 150 0 11 2 49 2 0 12 0 4
split_gain=1921 268.268 248.922 172.348 166.566 206.253 129.458 101.98 99.1909 86.6772 82.8749 68.6263 68.774 65.4396 96.4905 64.3004 59.2125 97.745 58.3059 55.216 52.4431 67.3375 51.8301 51.7344 51.6003 48.0418 46.9906 68.0383 43.8973 45.271
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.28558999999999996 0.11924500000000002 -0.04890499999999999 0.085060000000000011 0.15170500000000001 0.089150000000000021 0.10980500000000001 -0.095049999999999982 0.07770500000000001 -0.45687499999999998 -0.050494999999999991 0.10981000000000002 1.0000000180025095e-35 -0.062539999999999984 -1.0000000180025095e-35 0.033845000000000007 -0.080604999999999982 0.081835000000000019 -0.091794999999999988 1.0000000180025095e-35 0.12299 -0.078034999999999979 0.089525000000000007 -0.097734999999999989 0.13597000000000004 -0.14649999999999996 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 10 13 11 20 15 -1 12 -3 -5 -15 16 -7 -18 26 -8 22 -22 -4 28 -12 -19 -10 -28 -14 -30
right_child=1 7 8 6 -6 9 19 -9 18 -11 24 -13 23 14 -16 -17 17 25 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.013718339205861784 0.0052543844383698864 0.0094705481310046989 0.016638737622533248 0.018763847899624934 0.0049382637705553357 0.017539076704354999 0.0037157578763549765 0.00038151977086660951 0.01932669284600878 0.0082915877605823952 0.011444981139489522 0.012134462981982232 0.010395027732517759 0.014546663538440733 0.0073761963223085425 0.021226225367953992 0.0092319968308524295 0.01876560059854477 0.013319834287232499 0.01028361881163458 0.008496301783875327 0.015609766316894974 0.019763612585195357 0.0025709156798377677 0.0061398042927280991 0.013727393255118266 0.015455412872422161 0.0095807282981579204 0.0010499422066909143 0.0072302934248110774
leaf_weight=52 60 50 829 27 30 88 24 39 37 20 37 24 26 91 31 25 40 39 191 46 20 91 71 73 58 58 856 25 23 40
leaf_count=52 60 50 829 27 30 88 24 39 37 20 37 24 26 91 31 25 40 39 191 46 20 91 71 73 58 58 856 25 23 40
internal_value=0 0.00810011 0.0153074 0.0105252 0.0129269 0.0135016 0.0119692 0.00563979 0.0158093 0.0153232 0.010156 0.00650874 0.00587186 0.013819 0.0127247 0.0158857 0.0152923 0.0138491 0.0150843 0.00803178 0.0166045 0.0143281 0.0168853 0.00476116 0.00820603 0.0157531 0.0154515 0.0152887 0.00655765 0.00497397
internal_weight=0 554 2567 279 447 417 219 275 2120 270 147 236 212 149 122 250 225 137 1109 70 1011 111 900 162 95 97 918 881 89 63
internal_count=3121 554 2567 279 447 417 219 275 2120 270 147 236 212 149 122 250 225 137 1109 70 1011 111 900 162 95 97 918 881 89 63
is_linear=0
shrinkage=0.00351016


Tree=164
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 2 150 4 49 2 40 12 4 50 15 1 1 0 1 1 0 3 157
split_gain=8475.88 1318.6 731.595 620.243 498.797 458.898 358.9 283.374 270.555 258.042 246.85 152.833 184.12 144.017 144.005 120.066 109.606 96.2805 89.5636 123.914 83.3665 83.749 77.552 77.1982 75.7408 73.8313 73.6382 68.032 67.7513 66.2488
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.092845000000000025 0.14122000000000004 0.10613000000000002 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.15289999999999995 -0.054984999999999992 -1.0000000180025095e-35 -0.077714999999999992 0.09141500000000001 -0.51843499999999987 0.041865000000000006 -0.089964999999999976 0.11910500000000002 0.076935000000000017 -0.094654999999999975 0.13265500000000002 0.12958500000000003 -0.030209999999999997 0.090900000000000009 -0.061169999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 17 11 -4 13 26 18 16 23 -12 -2 -13 -3 19 -1 21 24 -5 27 -6 -16 -8 -7 -21 -20
right_child=1 4 8 22 20 9 10 -9 -10 -11 14 12 -14 -15 25 -17 -18 -19 29 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.044041114754301051 0.032205259119219801 0.027926251719923457 0.036934671652339733 0.031243107582570546 0.027112036662335345 0.037106110144391281 0.036119531688897054 0.042612566025695207 0.029930547918352542 0.031622232597700806 0.034502119605686415 0.033934293478176718 0.032004995109372804 0.032507478270890539 0.029264168885558113 0.037282765441680438 0.038173884270964277 0.023842518286588912 0.034523737219162215 0.039140925116346502 0.027331793929752348 0.019741503055755928 0.027300322443028935 0.03892349118760683 0.022546518652319381 0.025327894870112007 0.031193347033152623 0.033826704058931872 0.036408665010465323 0.038181285758176614
leaf_weight=21 23 46 37 47 25 277 34 76 60 41 20 28 25 28 141 121 263 50 22 1098 26 22 37 92 38 23 20 29 39 312
leaf_count=21 23 46 37 47 25 277 34 76 60 41 20 28 25 28 141 121 263 50 22 1098 26 22 37 92 38 23 20 29 39 312
internal_value=0 0.029922 0.0380848 0.0339056 0.0278809 0.038311 0.0291242 0.0387591 0.0326022 0.0365033 0.0304654 0.0385971 0.0373102 0.0369731 0.0293415 0.0364718 0.037766 0.0257993 0.0388697 0.0391378 0.0241397 0.0231633 0.0295064 0.0372873 0.0243582 0.0287121 0.034295 0.0367953 0.0390472 0.0379404
internal_weight=0 673 2448 228 445 2351 334 1884 97 467 238 1808 316 426 184 144 291 96 1492 1158 111 85 84 398 63 164 54 306 1137 334
internal_count=3121 673 2448 228 445 2351 334 1884 97 467 238 1808 316 426 184 144 291 96 1492 1158 111 85 84 398 63 164 54 306 1137 334
is_linear=0
shrinkage=0.00203712


Tree=165
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 14 159 2 2 2 4 1 457 0 12 4 47 123 2 475 2 157 157 52 1 1 4 15
split_gain=11190.7 1771.23 1217.95 937.074 646.574 539.246 359.041 344.906 318.069 299.256 251.956 233.808 213.897 182.757 179.587 160.857 126.994 142.389 102.625 96.6903 91.7155 91.0882 86.9027 73.8738 71.3675 70.2573 70.01 69.5293 68.8777 68.0223
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.14960000000000004 0.11474000000000002 0.15609500000000001 0.40945500000000007 0.089770000000000016 0.080930000000000016 -0.10324499999999999 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.088610000000000008 -1.0000000180025095e-35 -0.066784999999999983 0.087675000000000017 -0.41266499999999995 -0.061169999999999995 0.039215000000000007 0.11829500000000003 0.11669000000000002 -0.036839999999999991 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 7 -5 13 -4 14 26 12 19 16 21 -15 17 -1 27 -10 -17 -7 -19 -23 -18 -25 -6 -3 -2 -29
right_child=1 2 8 6 10 9 -8 -9 11 -11 -12 -13 -14 15 -16 20 24 22 -20 -21 -22 23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.021178527263838745 0.016910643237661092 0.0072661944085993671 0.0096887718403746107 0.014951398930232958 0.015144363802449889 0.016949132508425894 0.0078134276545412766 0.01995768568431102 0.0087169166010141741 0.0083354240502047615 0.0075755103054420689 0.00054507831934348606 0.0028777557920520815 0.011782120795347613 0.0093527199647914297 0.012074233506918502 0.012483495943617655 0.016982451327609543 0.010071167618782574 0.0040536474904471357 0.01576457169944033 0.017754692864301012 0.015952288456680449 0.013423514955979805 0.015710873253361807 0.015082474945441173 0.011294906137851595 0.0067852101186955636 0.013262339123731631 0.0023213806871977692
leaf_weight=22 50 148 26 34 57 53 63 79 38 26 24 74 114 43 20 23 23 754 33 22 256 20 389 161 323 159 20 23 24 20
leaf_count=22 50 148 26 34 57 53 63 79 38 26 24 74 114 43 20 23 23 754 33 22 256 20 389 161 323 159 20 23 24 20
internal_value=0 0.00755681 0.00654742 0.0157074 0.00886514 0.0159298 0.0103154 0.0163361 0.00379829 0.0141605 0.0125836 0.00318074 0.00430165 0.01618 0.0145272 0.0149692 0.016438 0.0167177 0.00718854 0.00700705 0.0154604 0.0147906 0.0166319 0.0144541 0.0154963 0.0142478 0.0141445 0.00669049 0.0157274 0.00470901
internal_weight=0 673 599 2448 325 2351 97 1912 274 439 101 248 174 1833 413 322 1511 1165 224 60 279 393 1143 340 346 320 77 191 74 43
internal_count=3121 673 599 2448 325 2351 97 1912 274 439 101 248 174 1833 413 322 1511 1165 224 60 279 393 1143 340 346 320 77 191 74 43
is_linear=0
shrinkage=0.00177022


Tree=166
num_leaves=31
num_cat=0
split_feature=1 1 12 2 14 47 123 0 3 4 15 3 484 13 13 3 4 15 47 0 10 3 151 1 124 12 12 14 4 16
split_gain=1964.54 440.892 267.083 136.128 105.153 99.1458 110.862 98.1107 100.236 97.4055 97.2432 89.543 136.219 98.3115 94.5979 62.7517 74.7574 60.3182 71.6824 69.0378 55.0662 54.9918 54.8494 53.2032 58.0679 54.3743 46.8383 44.8921 53.64 73.7919
threshold=0.10124500000000002 0.12337000000000002 0.085055000000000006 0.11362000000000001 0.062655000000000016 0.085505000000000012 0.089295000000000013 0.034820000000000011 -0.0063699999999999989 0.022185000000000003 0.040760000000000005 -0.12018999999999998 -1.0000000180025095e-35 0.090705000000000008 -0.016469999999999995 0.090900000000000009 -0.46376499999999993 0.024640000000000006 0.090100000000000013 -0.23091999999999999 -0.014199999999999999 -0.11255999999999998 -1.0000000180025095e-35 0.094090000000000021 -0.072314999999999977 0.092550000000000007 0.10016000000000001 -0.24402999999999997 -0.0083799999999999986 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 10 20 -7 8 -5 -4 11 12 -1 14 -14 23 -17 18 19 -2 -3 -22 -18 25 -25 -13 -11 -21 -29 -30
right_child=1 5 9 7 -6 6 -8 -9 -10 26 -12 15 13 -15 -16 16 22 -19 -20 27 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.017554709880892829 0.011605473053472296 0.0021926757734281013 0.014614315244581254 0.013281529331935426 0.017278178500542276 0.010722146787814819 0.0029332268624242884 0.0057940902926378705 0.0064166961496338153 0.012588176858457012 0.014744106941829673 0.014549704488760678 0.010438542038409092 0.012749000682057065 0.0019552014772371237 0.014395509789309854 0.012529879649952244 0.012746546061414982 0.01178050044740127 0.010044801062285495 0.010202509417516666 0.0051555950587569227 0.0064974293347291054 0.0078183855702228192 0.013573979739984804 0.012813065185770424 0.0084068491846084493 0.007923328074697587 0.0078825547189170682 0.0021236395499445939
leaf_weight=20 29 45 118 133 88 59 20 21 20 47 979 669 22 35 21 40 22 26 38 30 20 150 28 23 38 189 41 75 31 44
leaf_count=20 29 45 118 133 88 59 20 21 20 47 979 669 22 35 21 40 22 26 38 30 20 150 28 23 38 189 41 75 31 44
internal_value=0 0.00876736 0.0104589 0.0140221 0.0142169 0.00601133 0.00875027 0.0115888 0.0123842 0.0129166 0.0140877 0.0135072 0.0108981 0.00919131 0.00629552 0.0137606 0.0114823 0.00860447 0.00816846 0.00751173 0.00500493 0.00574935 0.00915171 0.0139837 0.0114038 0.0141672 0.0106401 0.00685218 0.00621366 0.00450399
internal_weight=0 773 479 2348 2174 294 79 174 153 206 2086 1107 98 78 43 1009 90 273 247 209 215 170 50 919 61 858 88 180 150 75
internal_count=3121 773 479 2348 2174 294 79 174 153 206 2086 1107 98 78 43 1009 90 273 247 209 215 170 50 919 61 858 88 180 150 75
is_linear=0
shrinkage=0.00285899


Tree=167
num_leaves=31
num_cat=0
split_feature=1 4 4 12 2 457 150 1 14 2 4 0 42 149 13 0 14 48 4 13 15 15 484 16 3 1 13 2 10 42
split_gain=1594.8 236.153 216.58 152.165 148.974 106.704 95.6212 88.7095 87.075 77.1878 84.5852 91.7279 68.8472 64.5843 61.3604 56.2322 55.9561 53.9229 70.2889 49.9711 48.395 47.7684 44.1726 44.0998 46.268 44.6157 43.092 42.4395 41.3776 40.4561
threshold=0.10920500000000001 0.27287000000000006 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.29113500000000009 0.076925000000000007 0.16540500000000002 -0.10708499999999999 0.13712500000000002 -0.081224999999999978 -0.046359999999999991 -0.0060199999999999993 0.07770500000000001 -0.083254999999999982 -0.085669999999999982 -0.45687499999999998 0.092475000000000016 -0.51843499999999987 -0.091904999999999987 -0.087894999999999987 -0.56368999999999991 0.085595000000000018 -0.44310499999999992 0.090900000000000009 0.102705 -0.0075049999999999987 0.096325000000000008 -1.0000000180025095e-35 0.087405000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 6 8 -2 13 -5 10 15 14 27 16 -12 -10 26 18 -17 -20 -6 -18 -21 -16 25 -25 -3 -1 -23 -14
right_child=1 7 -4 5 20 -7 -8 -9 9 -11 11 -13 29 -15 23 17 21 -19 19 22 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.018035882693110076 0.013078503941553238 0.0068348823238197614 0.0087417409201442677 0.021020588825603485 0.009350435010171125 0.0076662411436947044 0.0081673281572467189 -0.00056756300504259187 0.017572456293875986 0.010305394519220388 0.015700427618390588 0.0079926574719774504 0.0086345563527435391 0.01198891451182625 0.018255011907071492 0.020396611749655839 0.0096605330318320914 0.01054973253643526 0.010416814935709923 0.015926899540174771 0.0025345138720505524 0.00069787053582671477 0.011448337405470538 0.014392784583361169 0.0092760785234265869 0.0096988673587340545 0.013113375578607353 0.012279578667135336 0.0053310836178920998 0.013051462410343958
leaf_weight=25 166 34 68 29 20 22 63 21 217 38 566 23 71 24 31 35 24 24 22 420 30 27 27 831 22 24 20 36 125 36
leaf_count=25 166 34 68 29 20 22 63 21 217 38 566 23 71 24 31 35 24 24 22 420 30 27 27 831 22 24 20 36 125 36
internal_value=0 0.00836853 0.0147181 0.0148808 0.0105685 0.0151056 0.0117274 0.00613654 0.0151765 0.0151022 0.0151835 0.0147184 0.0117611 0.00669082 0.0148233 0.0161179 0.00613798 0.0155202 0.0157569 0.0154106 0.00526088 0.00521069 0.0156564 0.0142766 0.014136 0.014261 0.00916025 0.0146387 0.00450808 0.0101206
internal_weight=0 554 2567 2499 279 2331 229 275 2309 2280 2242 1497 168 254 1474 745 230 528 504 469 50 176 447 908 877 855 54 61 152 107
internal_count=3121 554 2567 2499 279 2331 229 275 2309 2280 2242 1497 168 254 1474 745 230 528 504 469 50 176 447 908 877 855 54 61 152 107
is_linear=0
shrinkage=0.00339402


Tree=168
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 4 4 15 1375 43 3 4 40 3 48 3 2 14 43 13 0 158 0 15 13 4 13 16 47 13
split_gain=1308.26 337.914 181.767 113.522 110.276 95.713 91.1437 88.5482 66.9398 74.0409 66.8187 88.0169 60.7985 60.2933 64.7996 77.5081 55.0211 54.1285 49.5249 72.8558 49.4599 48.3275 48.2008 47.8203 44.3403 43.9577 43.2054 55.2772 40.5198 39.2843
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.31370500000000007 -0.42850999999999995 0.41379000000000005 0.053180000000000012 0.035560000000000008 -0.15308499999999997 -0.077604999999999993 -0.14186499999999996 -0.10429499999999998 -0.065969999999999987 0.11924500000000002 -1.0000000180025095e-35 -0.0063699999999999989 0.081685000000000021 -0.46166999999999997 -0.11720999999999999 -0.0072999999999999992 -0.097024999999999986 0.083705000000000016 -0.063634999999999983 -0.12255999999999999 0.030370000000000005 -0.031404999999999995 -0.085384999999999975 -0.073849999999999985 0.12033500000000001 -0.52014499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 5 -5 12 10 8 -4 18 16 -12 -2 14 -11 -16 -3 -7 -10 -20 -14 -8 -22 -1 25 -25 -13 -28 -24 -6
right_child=3 6 7 4 29 17 21 -9 9 13 11 26 20 -15 15 -17 -18 -19 19 -21 22 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=0.017720342971606975 0.0056012714448058065 0.020630957245681071 0.0028582332950062438 0.0077648254668186414 0.0028215277075329453 0.010165930439666113 0.01109716458314648 0.014487266257872902 0.011712095086177553 0.0067040244690135201 0.0098015970626864658 0.014911225269836228 0.0072108763395360717 0.0075159830236991264 0.0076502956564413749 0.014528425846280783 0.015222975159036461 0.0042987840044923144 0.0078063834693727534 0.0011279585673330372 0.016345645317908997 0.014341790605665374 0.013157720602189515 0.015762795638849633 0.0095912620665773544 0.011798094883410907 0.014452938417613094 0.013013421856871016 0.0067711396733328077 -0.0029067916178195635
leaf_weight=26 38 26 21 34 28 22 211 35 22 24 62 413 33 55 25 82 143 112 72 26 23 72 26 63 40 68 551 719 21 28
leaf_count=26 38 26 21 34 28 22 211 35 22 24 62 413 33 55 25 82 143 112 72 26 23 72 26 63 40 68 551 719 21 28
internal_value=0 0.01313 0.0107562 0.0062405 0.00290685 0.00733151 0.013734 0.00931766 0.00876434 0.00916966 0.0140019 0.013803 0.00929824 0.0105208 0.0117823 0.0129214 0.016055 0.00526205 0.00707544 0.00603456 0.0106622 0.0119227 0.0122892 0.0133995 0.0127426 0.0137048 0.0139504 0.013638 0.0103041 -4.2632e-05
internal_weight=0 2756 559 365 90 275 2197 362 327 306 1914 1745 141 186 131 107 169 134 120 98 103 283 70 197 171 131 1683 1270 47 56
internal_count=3121 2756 559 365 90 275 2197 362 327 306 1914 1745 141 186 131 107 169 134 120 98 103 283 70 197 171 131 1683 1270 47 56
is_linear=0
shrinkage=0.00341965


Tree=169
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 1 2 2 11 4 52 49 457 1 1 3 12 42 43 15 16 43 13 4 159 3 0
split_gain=7697.47 939.948 876.675 554.369 503.705 450.771 374.835 330.541 248.168 234.737 201.654 170.67 165.315 163.421 144.685 141.553 203.723 124.562 111.935 108.107 102.628 82.267 81.8268 78.9741 71.8501 70.2459 63.6487 63.1481 59.944 57.792
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.091265000000000013 -0.025214999999999998 0.09253500000000002 0.14285500000000004 0.11177500000000001 1.0000000180025095e-35 -0.019614999999999997 0.048770000000000008 -0.017229999999999999 0.080930000000000016 0.089875000000000024 0.087135000000000004 -0.14847999999999997 0.08401500000000002 0.11066000000000001 -0.080084999999999976 -0.17952999999999997 -0.008904999999999998 -0.00045499999999999995 -0.47860499999999995 -0.0057249999999999992 0.082585000000000006 -0.12018999999999998 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 14 7 11 20 -4 15 -9 17 -12 25 -2 18 -17 28 -8 26 22 -10 -3 29 -6 -7 -19 -24 -1 -14
right_child=1 5 8 -5 24 13 9 10 21 -11 12 -13 23 -15 -16 16 -18 19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014213445527091079 0.0091119932921372125 0.0040954457156417321 0.014621408085864493 0.0088842442277823654 0.0049654252568316175 0.0016972441769628999 0.017314286666506327 0.013110227945177522 0.0093300818732008437 0.010121463597412466 0.012989144007854656 0.019719474484397648 0.0098411208649241844 0.0053636740507111355 0.014949800635882998 0.015531989288127563 0.0069219935190354062 0.010480277638523994 0.015070795930169795 0.015979656713935936 0.0012928418427645366 0.0045901958325112492 0.0085935255593860092 0.0036424311407652617 0.0089302560712330569 -0.0028238903008273902 0.014624383560369082 0.0043707476295069192 0.016928583019667664 0.0060623036851135551
leaf_weight=34 21 67 34 45 33 33 104 38 57 39 20 68 30 34 94 25 20 23 664 360 26 20 45 26 42 24 43 21 995 36
leaf_count=34 21 67 34 45 33 33 104 38 57 39 20 68 30 34 94 25 20 23 664 360 26 20 45 26 42 24 43 21 995 36
internal_value=0 0.00755732 0.0156224 0.0158759 0.0112398 0.00580814 0.0160084 0.00696652 0.0100968 0.0149403 0.00910768 0.0166058 0.00774967 0.00187473 0.0138838 0.0151715 0.0117053 0.0164603 0.0153746 0.0155459 0.00494656 0.00809894 0.00566082 0.00661065 0.00718573 -0.000206391 0.0131802 0.00724991 0.0168389 0.00777995
internal_weight=0 590 2531 2420 190 400 2375 309 111 852 150 1523 112 91 115 813 45 1455 768 426 159 77 133 92 75 57 66 66 1029 66
internal_count=3121 590 2531 2420 190 400 2375 309 111 852 150 1523 112 91 115 813 45 1455 768 426 159 77 133 92 75 57 66 66 1029 66
is_linear=0
shrinkage=0.00201077


Tree=170
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 376 2 1 49 0 457 13 159 12 4 52 2 475 2 150 2 43 3 3 0
split_gain=10100.3 1679.55 835.973 716.275 570.678 513.972 330.584 317.021 313.924 265.405 211.514 188.251 173.63 172.885 159.499 157.105 135.015 134.539 121.684 134.049 88.9732 88.8081 88.1547 86.8617 77.7969 117.065 76.7295 73.7014 94.0182 70.2485
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.085505000000000012 0.092845000000000025 0.14753000000000002 0.080200000000000007 0.17025000000000004 0.089770000000000016 -0.054984999999999992 -0.10324499999999999 0.080930000000000016 -0.0025349999999999995 0.082585000000000006 0.09141500000000001 -0.51843499999999987 0.12418000000000001 -1.0000000180025095e-35 -0.079029999999999975 0.087675000000000017 1.0000000180025095e-35 0.11237500000000002 -0.00045499999999999995 0.31370500000000007 0.076840000000000006 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 17 6 12 11 -4 15 16 20 18 -2 -14 22 -9 24 19 -1 27 -16 -7 -21 25 -3 -5 28 -6 -20
right_child=1 4 8 26 7 9 -8 10 -10 -11 -12 -13 14 -15 21 -17 -18 -19 29 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021611422665345888 0.011026110657151336 0.013770021367055305 0.015612850613791853 0.0072357311726914762 0.0049832693434079083 0.017922438897049749 0.020519409452944094 0.0081768697953679033 0.0094145271512075003 0.010354461294450975 0.0043134166043714362 0.0017330464753046162 0.012906680934696312 0.016031706123334998 0.013219290281058765 0.010937179307144886 0.01352784180577136 0.0071303725571037506 0.016629864109119905 0.017772069884956533 0.0084178779748586546 0.016652473126446032 0.01545512706114281 0.016798360759470214 0.0092925680643019763 0.0092598631512618365 0.010467953801195411 0.0032628783504739137 0.0087372332326691622 0.014026894470082924
leaf_weight=22 23 40 37 36 74 46 79 28 60 30 20 42 43 121 23 20 25 38 314 754 28 256 343 389 57 27 48 41 25 32
leaf_count=22 23 40 37 36 74 46 79 28 60 30 20 42 43 121 23 20 25 38 314 754 28 256 343 389 57 27 48 41 25 32
internal_value=0 0.00927297 0.0165937 0.0129666 0.0073805 0.0167923 0.0171673 0.00594656 0.0117788 0.0151593 0.00895091 0.00490219 0.0170228 0.0152322 0.015907 0.0155117 0.0107009 0.00988548 0.0172606 0.0175194 0.00569447 0.0163695 0.0157469 0.0174407 0.0107298 0.0119525 0.00908272 0.00514979 0.00593124 0.0163891
internal_weight=0 673 2448 228 445 2351 1912 283 97 439 73 210 1833 144 322 409 53 162 1511 1165 168 279 389 1143 124 67 84 140 99 346
internal_count=3121 673 2448 228 445 2351 1912 283 97 439 73 210 1833 144 322 409 53 162 1511 1165 168 279 389 1143 124 67 84 140 99 346
is_linear=0
shrinkage=0.0016736


Tree=171
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 4 12 15 3 130 160 11 160 457 43 3 48 3 10 3 43 13 15 1 16 3 16 15 12 47
split_gain=1363.05 329.159 173.748 126.697 119.018 103.7 82.1243 79.9764 69.7902 75.5145 75.2824 69.7033 65.3559 59.2839 73.6088 76.5705 79.745 70.74 53.8231 45.4991 41.2501 59.7078 39.9456 39.6081 39.4412 37.8545 37.8583 42.1336 37.9536 35.6134
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.080200000000000007 0.40124500000000002 0.095780000000000018 0.035560000000000008 -0.010424999999999999 -1.0000000180025095e-35 -0.064219999999999985 1.0000000180025095e-35 -0.085579999999999976 0.29113500000000009 -0.04890499999999999 0.11924500000000002 -1.0000000180025095e-35 -0.0063699999999999989 -0.0069899999999999988 -0.11171999999999999 -0.11720999999999999 -0.0072999999999999992 0.13592500000000005 0.103565 0.033715000000000009 -0.11255999999999998 -0.073404999999999984 -0.079929999999999987 0.11903500000000002 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 8 24 6 11 13 9 -2 -10 -3 -13 14 20 16 -16 -18 -12 -1 -4 -22 25 -19 -5 -8 -27 -28 -29 -21
right_child=3 5 7 4 -6 -7 22 -9 10 -11 18 12 -14 -15 15 -17 17 23 -20 29 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0062937602815953649 0.0017280980758395126 0.010009188128446591 0.0081628576663163744 0.0063264590057896565 0.0013547203822745337 0.0056274996430451122 0.010833311214610571 0.010169853079135795 0.0050515177771508395 0.0061818635680304058 -0.0021462169443909806 0.0079779225056878979 0.012848329310914938 0.0023986878115650825 0.0045002266622078905 0.005184258153304571 0.0056954588733601061 0.0096668940964312298 0.0022177001218412163 0.0094912293151754763 0.0055922560594414425 0.0013494562625121012 0.0064384144487103041 0.013626622629330957 0.0094878259370482342 0.0099175608189563929 0.010873313306270895 0.0083791231733087394 0.0053025275253282258 0.012595884468332826
leaf_weight=23 31 1494 22 51 21 35 74 35 48 86 21 20 94 22 22 54 21 54 87 148 75 27 33 21 44 153 36 216 27 26
leaf_count=23 31 1494 22 51 21 35 74 35 48 86 21 20 94 22 22 54 21 54 87 148 75 27 33 21 44 153 36 216 27 26
internal_value=0 0.00937842 0.00768697 0.00448359 0.00662554 0.00980477 0.00987287 0.00665973 0.00357346 0.00500181 0.00250219 0.0101499 0.0119939 0.00627339 0.00656138 0.00759727 0.00870153 0.00966433 0.00136916 0.00952767 0.0051245 0.00446916 0.00904641 0.0107756 0.00779067 0.0092165 0.00893955 0.00840322 0.00803728 0.00995514
internal_weight=0 2732 550 389 116 2182 2147 353 273 117 156 1608 114 318 296 172 118 96 108 197 124 102 539 75 95 506 432 279 243 174
internal_count=3121 2732 550 389 116 2182 2147 353 273 117 156 1608 114 318 296 172 118 96 108 197 124 102 539 75 95 506 432 279 243 174
is_linear=0
shrinkage=0.00244652


Tree=172
num_leaves=31
num_cat=0
split_feature=1 3 1 45 2 4 2 2 3 0 483 4 0 15 11 47 11 15 3 1429 484 133 3 48 42 49 16 52 51 1
split_gain=1115.1 252.515 115.85 150.464 104.837 94.5772 89.3945 71.6861 66.737 60.5759 59.7625 58.3712 52.5085 50.1751 49.4054 47.1766 47.1665 43.8337 43.7032 42.9046 90.1761 102.109 38.8853 36.4612 36.1973 35.2704 33.2269 31.7504 31.6444 31.6254
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 0.11474000000000002 0.27834500000000006 0.091265000000000013 0.13754500000000003 0.090900000000000009 1.0000000180025095e-35 0.086010000000000017 -0.15289999999999995 0.18019500000000002 -0.088749999999999982 1.0000000180025095e-35 0.083875000000000019 1.0000000180025095e-35 0.013270000000000002 -0.14477499999999996 0.084770000000000012 0.073690000000000019 0.076280000000000014 -0.11171999999999999 0.097140000000000018 0.088295000000000012 0.12011500000000001 -0.11676499999999999 -0.0092699999999999987 0.078435000000000019 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 7 13 6 14 10 12 -4 17 -10 16 15 19 -2 22 -3 26 24 -21 -22 -8 25 28 -24 -6 -16 -1 -30
right_child=1 2 9 -5 18 -7 8 -9 11 -11 -12 -13 -14 -15 27 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.013039672333468678 0.0053475693985487816 0.0058242743752219567 0.0040907532786217133 0.015374857856023766 0.0057138597896535786 0.0048734401276905375 0.0076650098821614797 0.0030300785850574017 0.010728229147522866 -0.0020499990948429163 0.010904401740249715 0.004201664575625169 0.0062970766217997189 0.011946618113476797 0.018188482542922321 0.012030323905867212 0.014865853910066902 0.010056011608320477 0.002811894412168742 0.013577221381116882 0.0013833073454967008 0.011592514715742332 0.012041801882154875 0.0091407543868578071 0.011567643162267162 0.0093739926769069743 0.011188961668016827 0.013481685210076286 0.012283443603846681 0.0084094467701053104
leaf_weight=894 29 238 72 21 27 21 31 67 34 24 36 28 22 160 26 20 45 31 25 42 21 23 532 66 343 62 23 42 83 33
leaf_count=894 29 238 72 21 27 21 31 67 34 24 36 28 22 160 26 20 45 31 25 42 21 23 532 66 343 62 23 42 83 33
internal_value=0 0.00731016 0.00585213 0.0066574 0.00982064 0.0119454 0.0120092 0.00616529 0.0111198 0.00255557 0.00685401 0.00778075 0.0113929 0.011039 0.0124932 0.00807522 0.0115452 0.00631195 0.00642557 0.0123615 0.0100688 0.00671994 0.011329 0.0115011 0.0125072 0.0117633 0.00823241 0.0152813 0.0128262 0.0111814
internal_weight=0 773 489 393 284 2348 2327 372 820 96 305 62 758 209 1507 49 736 269 75 1439 86 44 691 660 1353 594 50 68 1010 116
internal_count=3121 773 489 393 284 2348 2327 372 820 96 305 62 758 209 1507 49 736 269 75 1439 86 44 691 660 1353 594 50 68 1010 116
is_linear=0
shrinkage=0.0033474


Tree=173
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 0 11 2 4 0 43 1 43 2 1 12 4 15 0 3 13 0 0 15 13 16
split_gain=7282.04 901.704 806.452 732.847 489.699 300.029 296.905 264.147 258.656 159.606 158.592 157.139 152.3 138.575 132.28 112.4 110.711 167.61 104.201 102.999 101.639 167.622 100.471 96.1298 175.488 93.176 90.2626 75.4099 80.847 128.527
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.092550000000000007 0.40124500000000002 0.13082500000000002 -0.17966999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.10444500000000002 0.053180000000000012 -0.23194499999999998 -0.04890499999999999 0.086105000000000015 -0.025214999999999998 0.11177500000000001 0.16540500000000002 0.11734000000000001 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.10217499999999997 -0.0082249999999999979 -0.077429999999999985 -0.23001499999999997 -0.020484999999999996 -0.0075049999999999987 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 10 -5 18 -6 11 23 14 19 -1 -10 -12 -2 -18 -3 -7 22 -22 -15 24 -4 -21 -16 28 -19 -30
right_child=1 7 5 6 8 12 -8 -9 9 -11 15 -13 -14 20 26 -17 17 27 -20 25 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.018900223152870977 0.0060422504028027684 0.0042326988501273774 0.0091120224547598435 0.014106123819484633 0.015548476410668394 0.014948021467697104 0.0080666645775218371 0.0096236462656836032 0.0094547425176037207 0.0051536368490154921 0.019401277104538137 0.0080544490372294695 0.012497550323802056 0.017096593435095713 0.0112361175684775 0.015031357169275858 0.012219658090184167 0.006191130330268739 -1.0398667104461862e-05 0.015314150824465012 0.014247306392577142 0.0088962838076223662 0.01244554669305251 0.015703312249817924 0.015838980945713101 0.010758513960873422 0.015524003768558153 0.0042323449500369873 0.0061534342712946293 0.012147824565222183
leaf_weight=22 109 148 21 107 31 557 36 29 49 21 64 59 125 51 32 28 31 39 22 24 76 26 22 1218 33 39 33 20 20 29
leaf_count=22 109 148 21 107 31 557 36 29 49 21 64 59 125 51 32 28 31 39 22 24 76 26 22 1218 33 39 33 20 20 29
internal_value=0 0.00770156 0.0147984 0.00930595 0.0125029 0.0152578 0.0125857 0.00454923 0.0106692 0.00988953 0.0157648 0.0104644 0.0143293 0.0145971 0.0117117 0.0180713 0.0074148 0.00849112 0.00368359 0.0146987 0.0140562 0.0128833 0.0156949 0.015598 0.0132229 0.012494 0.013413 0.00742089 0.00814556 0.00970113
internal_weight=0 590 2531 391 422 2109 143 199 225 194 1364 173 745 197 114 92 248 139 170 620 175 102 73 1272 54 63 65 108 88 49
internal_count=3121 590 2531 391 422 2109 143 199 225 194 1364 173 745 197 114 92 248 139 170 620 175 102 73 1272 54 63 65 108 88 49
is_linear=0
shrinkage=0.00181913


Tree=174
num_leaves=31
num_cat=0
split_feature=1 2 97 0 3 2 39 14 45 132 0 1 3 133 13 123 15 13 2 151 49 13 4 12 1 16 3 3 48 0
split_gain=1035.53 242.948 187.598 139.415 105.99 101.573 101.558 85.0646 88.3593 82.7139 81.6581 105.167 77.2826 54.7586 65.1229 54.135 60.2512 51.3986 49.0759 81.7991 46.2762 44.0649 57.0679 43.909 37.3872 34.5637 34.3942 32.5709 41.9133 31.2208
threshold=0.11690500000000002 0.10497000000000002 -0.0047149999999999996 -0.13843999999999998 0.30112000000000005 0.15361500000000003 0.085060000000000011 0.076175000000000007 0.081955000000000014 0.10365500000000001 -0.13027499999999997 0.083135000000000014 -0.012304999999999998 -0.040449999999999993 -0.078704999999999983 0.085740000000000011 -0.23032499999999997 -0.086134999999999975 -0.090999999999999984 -1.0000000180025095e-35 -0.039339999999999993 -0.28558999999999996 -0.008819999999999998 0.087625000000000022 0.15022500000000003 -0.071854999999999988 -0.10115999999999999 -0.0069549999999999994 0.095090000000000022 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 6 21 13 8 10 24 11 -4 -13 -2 -15 16 -3 -8 19 -12 -18 -5 -23 -20 -6 -25 -24 28 -19 -29
right_child=4 3 7 5 9 -7 17 -9 -10 -11 18 12 -14 14 -16 -17 20 27 23 -21 -22 22 26 25 -26 -27 -28 29 -30 -31
leaf_value=0.003416665083537493 0.0030176402177207982 0.010637830040418609 0.011540223715022342 0.0048399474327774595 0.001577291878838569 0.0024402780040218997 0.0075081528611785292 0.013048586516520912 0.015537674979173249 0.0062199201699305361 0.0038160483268867137 0.00082340065810593017 0.0073968410785287247 0.003119295574968089 0.0089152992686230351 0.00078010304911684198 0.006884049846534639 0.0056542151926621985 0.010721771120414917 0.011439010334705634 0.0026966873559852575 0.010441174634369081 0.0050332821933549753 0.010326424415847031 -0.0031315538130727762 0.0092671513905073968 0.0086571084717044985 -0.0013757743936519333 0.00098473493677465277 0.0035237912923447301
leaf_weight=36 23 20 42 20 53 21 25 85 25 28 27 20 67 20 101 20 51 49 824 22 41 184 27 554 20 509 137 24 25 21
leaf_count=36 23 20 42 20 53 21 25 85 25 28 27 20 67 20 101 20 51 49 824 22 41 184 27 554 20 509 137 24 25 21
internal_value=0 0.00963606 0.0100609 0.00783331 0.00451856 0.00871759 0.00542568 0.0101708 0.0100538 0.00193191 0.00998741 0.00772671 0.00588571 0.00716831 0.00795728 0.00522734 0.00602149 0.00368305 0.010138 0.0072386 0.00501794 0.00907581 0.00931925 0.0102133 0.000287197 0.00981921 0.0080605 0.00287946 0.00407669 0.00091069
internal_weight=0 2732 2211 521 389 389 288 2175 2090 101 2065 129 87 144 121 132 112 144 1936 49 92 368 348 1887 73 1063 164 119 74 45
internal_count=3121 2732 2211 521 389 389 288 2175 2090 101 2065 129 87 144 121 132 112 144 1936 49 92 368 348 1887 73 1063 164 119 74 45
is_linear=0
shrinkage=0.00293457


Tree=175
num_leaves=31
num_cat=0
split_feature=1 12 2 97 3 12 4 15 47 16 1 12 157 376 3 15 16 14 1 160 4 0 0 16 12 2 13 0 43 15
split_gain=841.67 214.731 123.898 108.407 79.0642 78.7032 74.7964 74.1746 87.7431 89.0405 65.5341 64.4197 53.5532 51.8458 51.365 50.024 62.3527 44.9646 41.302 39.8362 38.0624 47.3907 33.6334 62.4908 31.4924 31.1418 30.8461 30.6075 29.9191 29.6296
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 -0.0047149999999999996 0.31370500000000007 -0.42850999999999995 0.41379000000000005 0.024640000000000006 0.077555000000000013 0.10994000000000002 0.095950000000000021 0.099815000000000015 -0.056799999999999996 0.080200000000000007 0.092670000000000016 -0.042209999999999991 -0.0087049999999999992 -0.46166999999999997 0.10587000000000001 0.08325500000000001 -0.083854999999999985 -0.087519999999999987 -0.080119999999999983 -0.034884999999999992 0.14472000000000004 0.14753000000000002 -0.47860499999999995 -0.095504999999999993 -0.080554999999999974 -0.21699999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 12 8 9 10 14 20 -2 25 22 18 -17 -8 -4 24 21 -3 23 -5 -13 -14 -7 -19 -12 -22
right_child=4 11 15 7 5 26 17 -9 -10 -11 28 19 13 -15 -16 16 -18 27 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030875678386108421 0.0017428263969480877 0.012413272122357025 0.0092954776848388522 0.0069540401978468083 0.0050658830087398892 0.0013464539477183264 0.0069862311066127272 0.011944955185988496 0.011120730977216626 0.010858865377159162 0.0059634623217690733 0.0079510280707414324 0.0087402948855811128 0.0028561696838988494 0.0038531807386267187 0.0060638802296716348 -1.6254298410914208e-05 0.0052520311878602342 0.0050937661533924069 0.011124973395747155 0.012422770286500507 0.009686773380276615 0.0049945258294703558 0.011852078638091661 0.0046326372903030552 0.0047651878368820278 -0.0030526056727661005 0.0015528164731409108 0.002214912461515256 0.0090507800116838132
leaf_weight=36 20 66 27 49 34 31 22 46 61 47 38 309 77 22 26 27 32 25 82 32 23 343 20 42 27 22 25 87 36 1387
leaf_count=36 20 66 27 49 34 31 22 46 61 47 38 309 77 22 26 27 32 25 82 32 23 343 20 42 27 22 25 87 36 1387
internal_value=0 0.00868836 0.00707589 0.00796586 0.00392681 0.00152961 0.00471135 0.008447 0.0079426 0.00719118 0.0063742 0.00910788 0.00620943 0.00694771 0.00758108 0.00495162 0.00276618 0.00313502 0.00613456 0.00798355 0.00933535 0.0101267 0.00845429 0.00921467 0.00768437 0.00785694 -0.000617412 0.00237853 0.00413984 0.00910578
internal_weight=0 2756 569 401 365 90 275 365 319 258 211 2187 141 121 137 168 59 134 109 368 1819 409 111 91 336 99 56 112 74 1410
internal_count=3121 2756 569 401 365 90 275 365 319 258 211 2187 141 121 137 168 59 134 109 368 1819 409 111 91 336 99 56 112 74 1410
is_linear=0
shrinkage=0.00294657


Tree=176
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 1 150 4 0 15 49 158 50 0 4 1 3 40 15 151 1 4 1 47
split_gain=8149.65 1311.08 684.102 637.674 456.429 449.773 307.377 280.801 257.586 267.283 255.509 213.23 165.739 163.873 158.128 138.01 134.504 110.087 109.096 104.574 119.361 102.436 91.876 80.8088 76.7038 80.0367 73.426 71.6254 69.6776 85.8701
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099185000000000009 0.14753000000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.14285500000000004 0.09253500000000002 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.054984999999999992 0.080150000000000013 0.041865000000000006 -0.079119999999999982 -0.55119499999999988 0.13265500000000002 -0.12711499999999995 -0.077714999999999992 -0.41942499999999994 -1.0000000180025095e-35 0.13075500000000004 -0.0073899999999999999 0.083345000000000016 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 7 6 23 13 -8 -10 12 -4 27 14 15 -1 -2 28 24 -16 -21 -11 -22 -3 -7 -26 -5 -6 -15 -30
right_child=1 5 11 26 10 18 8 -9 9 21 -12 -13 -14 17 19 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.01552164445708467 0.0086092762497796699 0.0049717674383928717 0.012770533769859578 0.0074347652669409141 0.013806658035520208 0.0028837685640314397 0.011918322861879597 0.017751149092917869 0.011395902287941068 0.0062046187613315233 0.0080579365409016376 0.0072313187328218688 0.0086312844072584903 0.012684921038627006 0.01480735625767278 0.010277574127139904 0.013311903366680205 0.015001660632319086 0.0050511749090596126 0.017805083488593842 0.010643506991523815 0.0028321984978833502 0.013795359973226715 0.0016979895288155526 0.0016378859382327673 -0.0030692263746292898 0.003745571789498517 0.012291884338521552 0.0070760561558364868 0.012126439169667628
leaf_weight=23 23 46 34 60 218 29 30 76 29 157 39 63 28 67 1169 52 121 40 23 22 32 35 360 50 22 24 24 182 20 23
leaf_count=23 23 46 34 60 218 29 30 76 29 157 39 63 28 67 1169 52 121 40 23 22 32 35 360 50 22 24 24 182 20 23
internal_value=0 0.00680802 0.0138121 0.0102839 0.0140035 0.00502711 0.00597949 0.0143946 0.00701706 0.00635173 0.0124259 0.0091729 0.0128239 0.0142535 0.0144149 0.0118858 0.0125608 0.0124692 0.00165488 0.0145347 0.0137648 0.00558985 0.0135381 0.00326667 0.000613351 -0.000817999 0.00638071 0.0131174 0.0115484 0.00977742
internal_weight=0 673 2448 228 2351 445 347 1884 251 221 467 97 428 1808 1658 75 144 150 98 1583 414 192 392 96 75 46 84 400 110 43
internal_count=3121 673 2448 228 2351 445 347 1884 251 221 467 97 428 1808 1658 75 144 150 98 1583 414 192 392 96 75 46 84 400 110 43
is_linear=0
shrinkage=0.00178258


Tree=177
num_leaves=31
num_cat=0
split_feature=4 3 9 2 147 149 14 13 0 16 0 2 96 1375 4 12 52 1 13 48 0 4 0 160 48 0 51 15 159 43
split_gain=818.466 269.579 180.049 116.084 89.4828 86.0188 76.1035 68.8013 68.4275 113.651 103.418 67.618 67.8141 66.1567 58.5341 52.7021 48.5207 45.6474 44.2573 53.9689 50.8085 47.3418 44.2504 41.9435 38.8629 36.9945 36.0336 35.6581 34.3997 33.921
threshold=0.27287000000000006 0.30112000000000005 -1.0000000180025095e-35 0.17025000000000004 0.095485000000000014 0.07770500000000001 0.062655000000000016 -0.01163 -0.13027499999999997 -0.25582999999999995 -0.14832499999999996 0.16394500000000004 0.086715000000000014 -0.092319999999999985 0.015030000000000002 -0.087484999999999993 0.039215000000000007 0.11392000000000001 0.27266500000000005 0.092475000000000016 -0.030209999999999997 -0.51843499999999987 -0.071339999999999987 -0.076689999999999994 0.087745000000000004 -0.085669999999999982 0.11704500000000002 0.090455000000000021 0.082105000000000025 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 11 8 -1 9 -4 13 12 16 -11 15 22 23 -18 19 21 -21 -17 -10 -2 -12 26 -23 -8 -3 -27
right_child=5 28 3 -5 -6 -7 27 -9 14 10 24 -13 -14 -15 -16 18 17 -19 -20 20 -22 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0057009492501178937 0.0064704453712396519 0.0044922357220510941 0.01071913194137564 0.0017160798779660899 0.0023967309794740667 0.0078702403908967166 0.011929607929555055 -0.00074631194644139633 0.00801658007086321 0.0028612759644849406 0.0010245230640905467 -0.00049363165678238013 -0.0013353196017934757 0.0084523208729851661 0.0070451497049042354 0.011527400575114722 0.0091005469367159315 0.0041567232211244852 0.012229983001466795 0.0074923605740030604 0.0035511432774303644 0.0091403198032537561 0.0023045834358772564 0.0026489357216168386 0.0053614799070718349 0.0082949297523370914 0.0060714643513959388 0.0085430662210730542 0.00054240335122894318 0.0071195280510461777
leaf_weight=26 24 29 36 22 21 28 52 23 20 20 39 38 21 71 353 35 21 40 21 123 30 473 20 180 25 1001 30 41 37 221
leaf_count=26 24 29 36 22 21 28 52 23 20 20 39 38 21 71 353 35 21 40 21 123 30 473 20 180 25 1001 30 41 37 221
internal_value=0 0.00769997 0.00783236 0.00792759 0.00797951 0.00330411 0.00802441 0.00267468 0.00793531 0.00637289 0.00536344 0.00290951 0.00336167 0.00722352 0.00806356 0.00824567 0.00373389 0.0058587 0.00830948 0.00826644 0.00671957 0.00840092 0.00516058 0.00309853 0.00271865 0.00833748 0.00895729 0.0104366 0.00227794 0.00808236
internal_weight=0 2769 2703 2654 2632 352 2611 49 2518 191 155 324 286 91 2327 1974 265 61 1934 1913 153 1760 40 204 64 1725 503 93 66 1222
internal_count=3121 2769 2703 2654 2632 352 2611 49 2518 191 155 324 286 91 2327 1974 265 61 1934 1913 153 1760 40 204 64 1725 503 93 66 1222
is_linear=0
shrinkage=0.00271537


Tree=178
num_leaves=31
num_cat=0
split_feature=1 2 97 0 2 44 47 376 14 11 14 149 52 52 149 2 3 123 52 16 48 0 13 1446 42 40 3 484 12 13
split_gain=666.888 174.569 114.211 110.12 99.6413 71.8159 66.4344 72.6974 53.6866 68.8877 52.2431 48.4406 40.2664 54.4853 39.2981 43.9487 43.0752 36.2521 33.1801 49.6074 36.5104 49.7579 41.7185 31.8893 38.2739 37.2429 31.2588 30.5129 30.4404 31.5319
threshold=0.11846000000000002 0.10252500000000002 -0.0047149999999999996 -0.13843999999999998 0.15609500000000001 1.0000000180025095e-35 0.085505000000000012 0.080200000000000007 0.076175000000000007 0.08776500000000001 -1.0000000180025095e-35 0.081720000000000015 -0.43851499999999993 0.039215000000000007 0.078320000000000015 -0.13033999999999998 -0.15447499999999995 0.085290000000000019 -0.11592499999999999 0.061255000000000011 -1.0000000180025095e-35 -0.099059999999999995 -0.10664 0.037915000000000011 -0.0072999999999999992 -0.078349999999999989 0.10732000000000001 -0.086299999999999974 0.10408500000000002 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 12 8 11 -8 9 14 -3 18 -5 27 15 -4 -17 -12 -2 20 -20 -22 -23 24 25 -18 -26 -14 29 -24
right_child=6 3 5 4 -6 -7 7 -9 -10 -11 17 -13 13 -15 -16 16 23 -19 19 -21 21 22 28 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0029577229369516173 -0.00083555120167930067 0.0089692007671637076 0.0045190000257053376 0.009078954644696699 0.00046701399103708341 0.014242113746483395 0.0068083213094074415 0.00031768998371756033 0.010867956827631756 0.002564599709297993 0.0042287472083490383 0.007239511858467035 0.0092517314993847619 0.0083606934944856007 0.011880993604390424 0.004399829614860554 0.013130931275887495 -0.00032231503881642571 -0.0015565733613433033 0.0073052622589058844 0.00535008629997812 -0.0017820012462291871 0.0033793087614016194 0.0096182504936988284 0.0080351182311747642 0.0087956975699858761 0.004273419714036014 0.0052155208264666854 0.0055938197973836893 -0.0012422210464514123
leaf_weight=37 31 20 29 127 20 21 85 21 85 20 117 20 21 148 31 26 20 20 23 20 47 28 34 203 1071 584 22 141 24 25
leaf_count=37 31 20 29 127 20 21 85 21 85 20 117 20 21 148 31 26 20 20 23 20 47 28 34 203 1071 584 22 141 24 25
internal_value=0 0.00797898 0.00839869 0.00650998 0.00728539 0.00849401 0.00344755 0.00552244 0.00843628 0.00833324 0.00425287 0.00257477 0.00759745 0.00699051 0.00839134 0.008336 0.00839348 0.00356436 0.00217264 0.00263659 0.00212072 0.00265602 0.00151528 0.00844813 0.00830815 0.00893925 0.0079594 0.00573873 0.00262762 0.00142103
internal_weight=0 2763 2149 614 457 2112 358 106 2091 2006 157 252 437 310 1986 1955 1926 137 232 201 181 158 111 1900 1697 604 1093 162 83 59
internal_count=3121 2763 2149 614 457 2112 358 106 2091 2006 157 252 437 310 1986 1955 1926 137 232 201 181 158 111 1900 1697 604 1093 162 83 59
is_linear=0
shrinkage=0.00312388


Tree=179
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 45 2 2 2 1 14 34 2 8 52 457 43 1 31 1 159 1447 1 0 47 0 12 52
split_gain=6438.86 1095.96 708.743 571.314 393.748 367.677 300.896 219.007 204.09 182.521 179.631 169.315 148.297 128.331 95.9627 129.091 93.3608 102.944 107.735 86.8618 68.0005 62.9844 60.5807 66.6935 58.7788 60.331 55.6672 51.8763 51.7987 51.1459
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.10783500000000001 0.089885000000000007 0.15361500000000003 0.11474000000000002 0.092845000000000025 0.062655000000000016 -1.0000000180025095e-35 0.12358500000000001 0.08573500000000002 -0.56022499999999986 0.080930000000000016 -0.016814999999999997 0.088770000000000016 -0.077289999999999984 0.11551000000000002 0.082585000000000006 -0.080594999999999986 0.07863500000000001 -0.072894999999999988 0.10648500000000001 -0.066689999999999985 0.11734000000000001 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 8 9 12 13 21 -5 19 20 15 -15 -10 22 -19 29 -4 -6 23 -18 25 -24 -3 -21 -25 -1
right_child=1 2 7 11 10 -7 -8 -9 16 -11 -12 -13 -14 14 -16 -17 17 18 -20 27 -22 -23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.012944186458549223 0.012244528272825666 0.0054001427247111168 0.0033129741872137521 0.010809118539322277 0.012586108611791576 0.0074613904195261118 0.0062120216389758148 0.0084308739788620628 0.014050286197021363 0.00044847887761961905 0.0056105101473742178 0.0061281486223695985 0.015417505736167351 0.0087591243494309651 0.003395446296490552 0.0032994767660512424 0.01355416951411658 0.011527376235606523 0.0063055256480884772 0.012044034683864391 -0.00091921533112114019 0.0094483450501400574 0.01315742192427039 0.01148956633612278 0.01518776966898675 0.010157754943407014 0.0082287823642923624 0.009249576134075432 0.0094415779643335137 0.010451378139184559
leaf_weight=979 74 198 22 37 40 48 24 22 47 72 23 60 59 29 88 23 44 25 22 312 23 36 63 589 25 29 23 21 39 25
leaf_count=979 74 198 22 37 40 48 24 22 47 72 23 60 59 29 88 23 44 25 22 312 23 36 63 589 25 29 23 21 39 25
internal_value=0 0.00599618 0.00522426 0.0120068 0.00697224 0.0121756 0.0122739 0.00321941 0.0123377 0.00277329 0.00982451 0.00791367 0.0127473 0.00367808 0.00449073 0.00634428 0.0116902 0.0115575 0.00908311 0.0126295 0.00114986 0.0110998 0.0117049 0.0115059 0.0128477 0.0122119 0.00569453 0.0118678 0.0113624 0.0128821
internal_weight=0 673 599 2448 320 2351 2303 279 2279 257 99 97 1396 185 140 52 883 836 47 1337 45 76 789 672 117 92 221 333 628 1004
internal_count=3121 673 599 2448 320 2351 2303 279 2279 257 99 97 1396 185 140 52 883 836 47 1337 45 76 789 672 117 92 221 333 628 1004
is_linear=0
shrinkage=0.00172099


Tree=180
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 2 124 14 1 4 1 132 1 123 457 40 1 0 3 43 157 12 47 43 475
split_gain=4495.91 751.373 414.628 317.937 286.416 268.307 226.823 204.616 195.668 182.358 143.24 141.107 113.915 88.3508 85.0277 135.09 74.2504 72.7281 71.5975 67.8839 67.8635 61.7191 59.0141 54.7342 76.8865 54.3995 50.0205 49.6624 48.3797 47.697
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.40124500000000002 0.091265000000000013 -0.080389999999999989 0.062655000000000016 0.12765500000000005 -0.013125 0.086920000000000011 0.088890000000000011 0.15799000000000005 0.10695000000000002 0.048635000000000005 -0.078554999999999986 0.089875000000000024 -0.093584999999999988 0.14121000000000003 -0.078139999999999973 -0.0041249999999999993 0.092550000000000007 0.11518500000000002 -0.00045499999999999995 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 9 20 -8 -9 10 12 19 21 27 22 26 17 -6 23 -4 -3 29 -12 24 -10 -24 -16 -2 -5 -1
right_child=1 4 11 28 16 -7 7 8 18 -11 14 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012414370529291934 0.014117725240253473 0.006161348482961293 0.0061078130966473031 0.0057473129303661514 0.0031344010736095761 0.0091473705814214736 0.013374281802780118 0.012517778226036985 0.0054146392892317416 0.0083984212926470903 0.017020294484140646 0.013649032541329389 0.017466530954417397 0.0086937331446736779 0.014075531669571598 0.0081861958185334201 0.0062023239392648257 -0.0016096450495589922 0.0029165584041275197 0.010334739902100872 0.0025683434738910361 0.013650340568022914 0.015667869936336058 0.0051716542632288297 0.0089993763604676001 0.013588875106248569 0.012367836718990978 0.010956150100577166 0.0089729011275892622 0.014829210991143996
leaf_weight=38 97 44 38 37 53 48 29 29 40 24 30 28 62 21 139 27 23 20 21 31 51 286 68 49 82 336 173 29 48 1120
leaf_count=38 97 44 38 37 53 48 29 29 40 24 30 28 62 21 139 27 23 20 21 31 51 286 68 49 82 336 173 29 48 1120
internal_value=0 0.00774413 0.0139304 0.0108322 0.00611957 0.0141076 0.00702072 0.00808025 0.00738556 0.014211 0.0142722 0.00963553 0.014653 0.0127192 0.0135305 0.012735 0.00288108 0.00183466 0.00661038 0.00800687 0.00423247 0.0145322 0.0141518 0.00706401 0.00782405 0.0139388 0.0131286 0.0133901 0.00756882 0.01475
internal_weight=0 673 2448 232 441 2351 345 250 221 2303 2279 97 1506 147 773 339 96 73 192 69 95 1444 434 171 122 404 312 126 85 1158
internal_count=3121 673 2448 232 441 2351 345 250 221 2303 2279 97 1506 147 773 339 96 73 192 69 95 1444 434 171 122 404 312 126 85 1158
is_linear=0
shrinkage=0.00211977


Tree=181
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 4 47 1 52 4 376 2 0 3 1 11 159 16 4 15 474 49 0 52 50 4 47 12 43
split_gain=4661.86 764.866 414.606 355.056 288.292 276.242 179.338 166.001 141.983 130.942 119.684 107.08 104.766 103.81 116.461 85.8094 75.9696 75.0356 73.2529 72.2261 70.7035 68.1814 65.155 59.4913 57.2094 54.3317 52.9399 88.5741 62.327 51.8256
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14122000000000004 0.11690500000000002 0.042705000000000007 0.085505000000000012 0.09253500000000002 1.0000000180025095e-35 0.27044500000000005 0.080200000000000007 0.31358000000000003 -0.079119999999999982 0.086245000000000016 0.12765500000000005 1.0000000180025095e-35 0.082585000000000006 -0.061854999999999993 -0.49013999999999996 0.050935000000000008 0.10451000000000001 0.079765000000000016 -0.14920999999999998 0.12418000000000001 0.083640000000000006 0.27287000000000006 0.07813500000000001 -1.0000000180025095e-35 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 17 13 12 -4 10 -8 18 24 14 16 -2 -1 26 -9 25 21 22 -21 -11 -7 29 27 28 -3 -15
right_child=1 5 8 -5 -6 7 9 11 -10 23 -12 -13 -14 19 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.041147427838265603 0.039471028701936445 0.031399870445950911 0.039138257446489917 0.03209174361550831 0.033588201707943369 0.027854886849426136 0.038107652234207971 0.031566068362278377 0.032640078926041413 0.044354532961873222 0.032184539942053593 0.027244864076583889 0.022646227785828171 0.037167682883252978 0.037725951641321101 0.033875651717232926 0.043930730048367464 0.030039880130564831 0.037644952730444436 0.03633964484564417 0.040197847082947241 0.041763765647324688 0.039592597552787781 0.039813546773921592 0.031893283780689875 0.045394854428039984 0.031782236113076671 0.039888158894658854 0.03659821670482543 0.041752692187184449
leaf_weight=1218 126 33 34 85 41 157 162 30 63 24 26 20 23 20 63 21 68 38 23 102 333 31 67 90 27 21 41 21 28 85
leaf_count=1218 126 33 34 85 41 157 162 30 63 24 26 20 23 20 63 21 68 38 23 102 333 31 67 90 27 21 41 21 28 85
internal_value=0 0.0324943 0.04011 0.0362609 0.0403242 0.0305127 0.0404438 0.0289747 0.0349178 0.0386025 0.0372885 0.0322974 0.0278029 0.0407207 0.0411279 0.0386717 0.0412946 0.0331875 0.0342041 0.039887 0.0394745 0.0382701 0.0376293 0.0407695 0.0284475 0.0416319 0.0341599 0.0353487 0.033786 0.0408794
internal_weight=0 673 2448 232 2351 441 2310 280 97 302 188 73 207 2008 1349 147 1286 161 53 659 533 200 169 114 184 126 123 82 61 105
internal_count=3121 673 2448 232 2351 441 2310 280 97 302 188 73 207 2008 1349 147 1286 161 53 659 533 200 169 114 184 126 123 82 61 105
is_linear=0
shrinkage=0.0025627


Tree=182
num_leaves=31
num_cat=0
split_feature=1 12 44 1 2 34 4 3 124 130 42 15 2 4 3 4 2 0 2 15 158 4 31 3 156 2 0 0 51 16
split_gain=932.493 223.184 110.936 110.997 93.5713 78.6775 71.7343 69.4382 74.465 84.546 52.8508 51.179 47.4427 46.1362 46.0583 54.8178 48.4129 45.6107 44.4562 41.79 41.2016 71.127 37.003 36.1997 34.2682 31.8582 41.4507 37.1927 29.2622 29.2558
threshold=0.11690500000000002 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 0.17025000000000004 -0.021334999999999996 0.053180000000000012 0.30112000000000005 0.0049200000000000008 -0.0060099999999999989 0.11688500000000002 0.024640000000000006 0.10252500000000002 -0.033174999999999989 -0.14186499999999996 -0.10429499999999998 0.081685000000000021 0.12500000000000003 0.121465 -0.087894999999999987 0.07968500000000002 0.042705000000000007 -0.077289999999999984 -0.022174999999999997 -0.023004999999999994 -1.0000000180025095e-35 -0.14454499999999995 -0.068944999999999992 0.307425 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 5 22 10 8 9 -7 14 12 25 -11 16 17 -3 -16 -15 -6 21 -1 -2 -14 -18 27 -27 -5 -17 -12
right_child=4 6 -4 11 19 7 -8 -9 -10 13 29 -13 23 18 15 28 24 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.011429482971351893 0.0056807267723958553 0.017486058260505716 0.015230098019377981 0.010295830573526739 0.0045861526610441739 0.0030614353841421161 0.010185073409823876 0.0046798174316969093 0.0026504992448470018 0.012966843447940239 0.010892216964963808 0.011561866691756665 0.0032662133230343324 0.010417942243942912 0.0052642289426124856 0.012013199929772105 0.016362039414085778 0.011117766555803441 0.0069489156629862969 -0.00077874602691116392 0.013981782788104566 0.0064181991294291326 0.00053287951268379797 0.0072087380900895436 0.012190244681674747 0.0085584031618534187 0.013476140659536538 0.0057106501874253186 0.008954933705869526 0.0076050486404049831
leaf_weight=123 29 25 30 28 36 21 270 66 20 31 87 36 26 76 21 1533 22 31 64 22 36 34 24 139 117 40 27 41 30 36
leaf_count=123 29 25 30 28 36 21 270 66 20 31 87 36 26 76 21 1533 22 31 64 22 36 34 24 139 117 40 27 41 30 36
internal_value=0 0.0112192 0.00949298 0.00916823 0.0061443 0.00677391 0.0116643 0.00742674 0.00828192 0.00886852 0.0118743 0.00810616 0.00769285 0.00958167 0.0120087 0.0118514 0.0135572 0.00875384 0.0088321 0.00255119 0.0110227 0.0103442 0.00334963 0.00658749 0.0128505 0.00903391 0.0105402 0.0075713 0.0119545 0.00993012
internal_weight=0 2732 560 530 389 331 2172 278 212 192 1902 337 301 171 1779 1615 164 52 140 58 193 157 53 165 139 136 67 69 1563 123
internal_count=3121 2732 560 530 389 331 2172 278 212 192 1902 337 301 171 1779 1615 164 52 140 58 193 157 53 165 139 136 67 69 1563 123
is_linear=0
shrinkage=0.00306672


Tree=183
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 123 14 1 2 2 150 147 3 4 0 3 3 16 47 12 3 47 4 16 42 43 48 3
split_gain=5572.55 957.839 570.801 495.247 305.756 271.058 184.037 182.341 174.746 171.384 169.225 120.527 112.293 109.109 99.7944 93.785 96.0514 130.679 92.4315 73.9814 65.87 65.2876 59.417 57.4451 55.0748 83.4797 53.6497 51.4488 43.4794 43.2591
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.099185000000000009 0.085505000000000012 0.27834500000000006 0.089295000000000013 0.062655000000000016 0.092845000000000025 0.14285500000000004 0.17025000000000004 1.0000000180025095e-35 0.089365000000000014 0.149315 -0.55119499999999988 -0.076579999999999995 0.090900000000000009 -0.12711499999999995 0.10246000000000001 1.0000000180025095e-35 0.095780000000000018 -0.013929999999999998 0.10350500000000001 0.033845000000000007 -0.12029499999999999 0.088060000000000013 -0.072864999999999985 0.081805000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 8 11 23 14 13 -5 12 22 21 15 -7 -1 17 24 -18 20 29 -6 27 -4 26 -26 -17 -3 -11 -2
right_child=1 5 6 9 10 7 -8 -9 -10 28 -12 -13 -14 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.023350369671349902 0.0081868682899348278 0.0062871515914853324 0.019016168936570023 0.016730861443528561 0.018169111399433568 0.015382227224312088 0.011473373097655556 0.0047273832310573225 0.02208481691042969 0.0074699660005956309 0.011782414720663839 0.0023964190386939711 0.012346219236160322 0.014337578610364738 0.0091149297381410074 0.019251810149428703 0.012959572382335442 0.014339397292889187 0.01762387650674874 0.014732660997045498 0.012886078171277349 0.016270057595595411 0.0056932206529052322 0.01568753166255784 0.018829518175004369 0.015048959227263833 0.018183603449731498 0.010759122938791329 0.011714100000648523 0.010558192023673368
leaf_weight=22 84 27 71 37 199 36 34 20 76 20 39 46 28 35 23 953 26 37 241 20 36 201 112 48 85 52 357 30 40 86
leaf_count=22 84 27 71 37 199 36 34 20 76 20 39 46 28 35 23 953 26 37 241 20 36 201 112 48 85 52 357 30 40 86
internal_value=0 0.0103207 0.0127902 0.0179569 0.0181717 0.00713726 0.0162957 0.0108601 0.0185936 0.0127526 0.0164693 0.00576932 0.0168963 0.0184469 0.012939 0.018528 0.0184674 0.0187009 0.0171697 0.0104171 0.00999806 0.0172148 0.00668738 0.0176735 0.0188124 0.0173946 0.0189607 0.00864082 0.0102994 0.00938648
internal_weight=0 673 379 2448 2351 294 153 79 1884 97 467 215 428 1808 59 1773 1751 1484 267 226 206 400 169 119 1447 137 1310 57 60 170
internal_count=3121 673 379 2448 2351 294 153 79 1884 97 467 215 428 1808 59 1773 1751 1484 267 226 206 400 169 119 1447 137 1310 57 60 170
is_linear=0
shrinkage=0.00235026


Tree=184
num_leaves=31
num_cat=0
split_feature=1 12 2 2 3 39 4 47 12 132 4 2 157 160 43 15 1 0 1 3 12 3 43 11 11 3 1 15 48 43
split_gain=869.485 210.36 103.259 93.3771 85.2854 80.3685 73.3626 100.17 68.3748 65.8342 46.4637 65.6504 45.0201 41.0757 39.8056 39.3814 60.6821 38.4514 37.7368 57.9304 36.6903 35.1943 69.3578 33.7985 68.9145 47.7162 111.082 33.5007 34.1953 33.1172
threshold=0.11690500000000002 0.078300000000000008 0.10855000000000002 -1.0000000180025095e-35 0.31299000000000005 0.087735000000000021 -0.064054999999999987 0.077555000000000013 0.099815000000000015 0.10365500000000001 -0.033174999999999989 0.11510000000000002 -0.013144999999999999 0.022560000000000004 -0.17390999999999998 -0.41942499999999994 0.13869000000000004 -0.070154999999999981 0.097115000000000021 0.092670000000000016 0.086305000000000007 0.11924500000000002 -0.078139999999999973 0.080455000000000013 0.085630000000000026 -0.097174999999999984 0.077845000000000011 -0.42198999999999992 0.097945000000000018 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 10 -5 18 20 15 -2 -12 -4 21 -10 -6 -17 -1 19 -8 -3 22 -14 25 -25 26 -22 -13 -29 -7
right_child=4 8 12 6 9 29 7 -9 14 -11 11 27 13 -15 -16 16 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.010839264343538961 0.012838533052600732 0.013577393924664425 0.0032964636254204046 0.014271136930724286 0.0058595466538189558 0.0046205729278923991 0.01185525469459422 0.015771174334174791 0.013442553378176413 0.0081196233253803506 0.01084893990510854 0.0093959129743369178 0.0050144084671226415 0.011993313783427778 0.010586098559273982 0.0034366759286516388 -0.0045468667501978059 0.0059994105573757325 0.0069884350485650499 0.0059184373612705841 0.012006599298734705 0.0047151952726216173 0.012080233656053129 0.020083703280750397 0.012787434422461157 0.012567474606483088 0.0033676820367569242 0.0016516485184367203 0.0076447050497559241 0.0090536928268612517
leaf_weight=32 32 545 23 109 20 109 96 39 74 28 59 22 30 32 288 27 20 52 48 25 82 36 38 21 61 1078 23 27 20 25
leaf_count=32 32 545 23 109 20 109 96 39 74 28 59 22 30 32 288 27 20 52 48 25 82 36 38 21 61 1078 23 27 20 25
internal_value=0 0.0120588 0.0101604 0.0110997 0.00650771 0.00743233 0.0119626 0.0107528 0.0125482 0.00364625 0.0090945 0.00815849 0.0077914 0.00855158 0.01117 0.00177677 3.94237e-05 0.00784316 0.00959474 0.0106286 0.0128239 0.00749258 0.00896296 0.0124992 0.014656 0.0123497 0.0101143 0.00585795 0.00420189 0.00544765
internal_weight=0 2732 560 401 389 294 317 208 2172 95 160 128 159 136 362 67 47 84 169 121 1810 104 68 1265 82 1183 105 69 47 134
internal_count=3121 2732 560 401 389 294 317 208 2172 95 160 128 159 136 362 67 47 84 169 121 1810 104 68 1265 82 1183 105 69 47 134
is_linear=0
shrinkage=0.00347387


Tree=185
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 47 14 457 2 123 1 4 14 0 1 4 2 3 475 43 4 0 3 52 52 4 16 34 2 13
split_gain=5195.06 673.16 549.684 384.131 366.348 233.671 187.289 183.108 195.587 169.034 167.848 158.845 126.042 167.666 160.136 108.452 107.044 90.6276 87.6899 78.5671 74.5575 115.177 63.0838 58.974 90.6948 59.5135 57.6036 57.5524 79.85 62.9877
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.10045500000000002 0.085055000000000006 0.085505000000000012 0.076175000000000007 0.080930000000000016 0.14285500000000004 0.089295000000000013 0.077845000000000011 0.40124500000000002 -1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.0082450000000000006 0.17025000000000004 0.149315 -0.066784999999999983 -0.079914999999999986 -0.55119499999999988 -0.075359999999999996 -0.116045 0.039215000000000007 -1.0000000180025095e-35 -0.49405499999999997 -0.067914999999999989 -1.0000000180025095e-35 0.13404500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 16 12 8 18 17 -4 -6 -1 14 -14 20 27 -7 -5 -12 -15 -22 -23 24 25 -20 -25 -3 29 -29
right_child=1 5 10 7 11 9 -8 -9 -10 -11 19 -13 13 15 -16 -17 -18 -19 23 -21 21 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.024522302270012088 0.010168685730043562 0.0040530791083469497 0.017848327913353342 0.019799490172858421 0.017491260185992511 0.015365320186540949 0.022556628850748928 0.010678318474078765 0.011340399165395986 0.0044988180006568434 0.012240955541953711 0.01076663652965053 0.018615882787078483 0.023352739567582669 0.013218881129505708 0.01630840568731148 0.0023746621593187188 0.0090240556956158909 0.020699024498796952 0.0067402565148855656 0.019117807728521057 0.013863053413824919 0.017726910664666577 0.019339372365978637 0.013017866767950461 0.016139711792927516 0.01628680041414244 0.007575921256916137 0.0057865052635663848 0.01302691449759521
leaf_weight=22 178 40 28 67 89 36 77 34 39 20 61 29 67 23 70 108 46 23 21 22 1322 30 214 78 54 118 76 33 74 22
leaf_count=22 178 40 28 67 89 36 77 34 39 20 61 29 67 23 70 108 46 23 21 22 1322 30 214 78 54 118 76 33 74 22
internal_value=0 0.00977257 0.0179951 0.0182442 0.012429 0.00709809 0.0187432 0.0162635 0.0166826 0.0107681 0.0125652 0.0158386 0.018585 0.0185137 0.0158583 0.0187281 0.00574957 0.0128933 0.0171859 0.0107829 0.0188926 0.0188271 0.0172518 0.0166813 0.0157623 0.0168285 0.0178329 0.00666818 0.00747906 0.00975632
internal_weight=0 590 2531 2420 296 294 1933 487 453 79 111 118 1856 1834 137 1697 215 59 414 83 1589 1566 244 347 193 139 154 169 129 55
internal_count=3121 590 2531 2420 296 294 1933 487 453 79 111 118 1856 1834 137 1697 215 59 414 83 1589 1566 244 347 193 139 154 169 129 55
is_linear=0
shrinkage=0.00249537


Tree=186
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 1 47 2 14 1 4 1 123 10 1 0 47 2 2 475 52 1 49 16 4 12
split_gain=7975.63 1301.44 837.562 720.208 483.541 419.547 326.413 241.416 237.262 227.265 225.375 198.532 176.088 107.989 102.474 165.358 86.4874 83.9086 80.9255 89.9094 77.571 67.8323 117.941 62.9856 62.5194 60.5463 60.4965 59.9219 58.6647 58.5717
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.091265000000000013 0.14860500000000001 0.09253500000000002 0.13082500000000002 0.10699500000000002 0.062655000000000016 0.088770000000000016 -0.013125 0.086455000000000018 0.11021500000000002 -0.013164999999999998 0.075045000000000014 -0.046359999999999991 0.090100000000000013 0.13712500000000002 -1.0000000180025095e-35 -0.088274999999999978 0.40674500000000008 0.11551000000000002 -0.053364999999999996 0.13751500000000003 -0.51253999999999988 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 12 10 -5 16 25 13 23 18 29 21 -10 19 -9 -3 22 -4 -1 28 -6 -11 -21 -25 -16
right_child=1 2 8 9 11 -7 -8 14 17 26 -12 -13 -14 -15 15 -17 -18 -19 -20 27 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.014557691075231137 0.016277770020430616 0.0070845601458747231 0.0043824986517172352 0.014914004683187914 0.016711095278294067 0.010280730524526854 0.0088642064008137966 0.01629180036188969 -0.00252443800028596 0.010127235385044037 0.011044224318830228 0.0082466255502003215 0.020484103997567418 0.015886661397245039 0.016398637305935507 0.0099312256608987525 0.00084205408525169585 0.0025252434293883317 0.017825176948736619 0.010534719257483484 0.010535521271397438 0.0035633606666469471 0.0091818760098854937 0.020919593206823423 0.014068185076781566 0.012951005837886822 0.0060408706417215859 0.014940913063490744 0.017325163512306969 0.014523244171969896
leaf_weight=37 74 191 55 34 37 48 24 263 21 34 27 27 62 342 113 28 23 44 111 20 33 67 37 20 25 37 29 40 1020 198
leaf_count=37 74 191 55 34 37 48 24 263 21 34 27 27 62 342 113 28 23 44 111 20 33 67 37 20 25 37 29 40 1020 198
internal_value=0 0.00805454 0.00703865 0.0161335 0.00929532 0.0163625 0.0164893 0.0165696 0.00436194 0.0105834 0.00544054 0.0130709 0.0170542 0.016907 0.0156253 0.0147691 0.00460923 0.000893808 0.0162942 0.015768 0.00759296 0.00515416 0.00631268 0.0172236 0.0173162 0.0148311 0.00824621 0.0134722 0.0173943 0.0152047
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 209 101 1506 1444 773 339 182 65 434 323 224 159 92 1102 1065 74 63 60 1040 311
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 209 101 1506 1444 773 339 182 65 434 323 224 159 92 1102 1065 74 63 60 1040 311
is_linear=0
shrinkage=0.00207845


Tree=187
num_leaves=31
num_cat=0
split_feature=1 52 1 12 0 4 1 16 150 2 3 47 4 4 11 160 151 0 10 43 0 16 4 483 51 1 41 12 16 4
split_gain=949.681 225.525 140.285 91.7135 80.0827 68.4073 72.3319 75.479 63.6078 62.5376 59.1595 55.1036 46.5068 43.988 41.8843 45.9962 44.1304 41.4018 58.7982 36.3913 36.2783 35.7496 35.2232 35.1582 31.6221 34.0237 31.5026 33.433 30.1131 47.8949
threshold=0.10124500000000002 -0.40967499999999996 0.13657000000000002 0.088105000000000003 0.18019500000000002 0.042705000000000007 0.083345000000000016 -0.50339499999999993 0.088985000000000009 0.13913500000000004 0.10299500000000002 0.084210000000000021 -0.17966999999999997 0.41257000000000005 1.0000000180025095e-35 -0.085764999999999994 0.050660000000000004 -0.10474999999999998 -0.014199999999999999 0.0061450000000000003 -0.019414999999999998 -0.43320999999999993 0.50500500000000004 0.089025000000000007 -0.086719999999999978 0.11392000000000001 0.079300000000000009 0.091715000000000005 0.013515000000000001 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 9 7 -7 13 10 14 -8 -3 -5 16 -16 19 21 -19 28 -12 -4 -20 24 -14 -26 27 -17 -1 -30
right_child=1 2 17 8 -6 6 11 -9 -10 -11 20 -13 23 -15 15 26 -18 18 22 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.010223313166216923 0.0098187724251600252 0.009053510891148274 0.0034823278587392346 0.0097375411947897197 0.005034185802715108 0.011725456360204835 0.0026812577801779754 0.0082822278651638777 0.0036369822476356563 0.0050632499999253809 0.0044227296959776334 0.0078331431919010635 0.0017054569688612175 0.0061322205590382721 0.0081738072166788293 0.015349871259144415 0.0074748776844984722 -0.00046267397442173843 0.0054083821660198999 0.009011931142291197 0.009349047923241793 0.0083250014073367722 0.0021325436587982219 0.0076560867974196176 0.0060266165089267335 0.0041238752322644663 0.0098649553674457265 0.011307833012209698 0.011650895685087145 0.0087390831494703267
leaf_weight=1195 102 25 24 91 28 59 24 200 20 20 23 39 20 33 23 32 57 32 46 297 20 20 48 39 153 120 24 27 49 231
leaf_count=1195 102 25 24 91 28 59 24 200 20 20 23 39 20 33 23 32 57 32 46 297 20 20 48 39 153 120 24 27 49 231
internal_value=0 0.00611271 0.00554934 0.00626186 0.00953125 0.00958552 0.00844127 0.00906659 0.00806402 0.00976993 0.00981752 0.00587052 0.00553493 0.00877806 0.00988649 0.0115214 0.00979174 0.00344952 0.00266938 0.00986627 0.00671404 0.00568354 0.00373561 0.00526998 0.00495238 0.00519025 0.012449 0.0135001 0.0100383 0.00924865
internal_weight=0 773 671 501 2348 2320 322 259 144 1998 1978 63 357 124 1935 106 1829 170 126 1772 43 44 94 332 293 273 83 59 1475 280
internal_count=3121 773 671 501 2348 2320 322 259 144 1998 1978 63 357 124 1935 106 1829 170 126 1772 43 44 94 332 293 273 83 59 1475 280
is_linear=0
shrinkage=0.00267512


Tree=188
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 2 457 2 1 14 47 0 1 1 2 157 13 2 475 43 12 148 4 3 15 52 4 51 16
split_gain=5427.75 690.338 618.373 448.523 356.108 249.422 227.368 189.352 183.841 163.515 158.946 138.649 137.41 115.099 102.383 96.3003 94.4884 163.236 92.7995 88.062 84.033 78.5493 73.1513 67.9913 67.307 50.3428 47.7693 89.6519 63.343 51.7996
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.069009999999999974 0.099185000000000009 0.13075500000000004 0.14285500000000004 0.080930000000000016 0.14285500000000004 0.077845000000000011 0.076175000000000007 0.10372500000000003 -0.062294999999999996 0.089770000000000016 0.16540500000000002 0.090425000000000019 -0.067349999999999979 -0.00096999999999999983 -1.0000000180025095e-35 -0.066784999999999983 -0.079914999999999986 0.08815000000000002 -0.043434999999999994 -0.50940999999999981 0.090900000000000009 -0.081924999999999984 0.039215000000000007 0.24564500000000003 0.024995000000000003 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 22 11 8 19 -4 13 16 -13 21 -7 18 -5 -18 -15 -6 -11 23 -3 -1 -25 -8 27 28 -21 -28
right_child=1 5 9 6 7 14 25 -9 -10 20 -12 12 -14 15 -16 -17 17 -19 -20 26 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.018063696963841205 0.012281126357433806 0.0027749245342729742 0.012962961677849478 0.0026868128824419288 0.014965219767342044 0.0030197875595076831 0.0051404100260345623 0.0076792149289559714 0.0081720534947822832 0.0084456315388127257 0.017006111646248368 0.013584100765186926 0.0067514451904705768 0.0098907989401314615 -0.0018880598455144916 0.0091001438305531503 0.0059547794993822711 0.012130164536882706 0.013548797658354716 0.011686316296229154 0.0037439027670526041 0.013603070946705469 0.0068914799122373072 0.014586226461224096 0.011582363370914769 0.00076791160352999857 0.01375732407592163 0.0078528928884001974 0.014800288121387341 0.010349772496269533
leaf_weight=23 97 22 28 20 70 130 21 38 39 61 74 31 21 33 21 27 67 25 278 152 22 614 111 823 33 24 138 22 34 22
leaf_count=23 97 22 28 20 70 130 21 38 39 61 74 31 21 33 21 27 67 25 278 152 22 614 111 823 33 24 138 22 34 22
internal_value=0 0.00646682 0.0134131 0.008616 0.0136315 0.00415115 0.00691496 0.0121099 0.0124628 0.00865326 0.0140428 0.00804176 0.0108248 0.013923 0.00233724 0.0128363 0.00674965 0.00763287 0.0131606 0.0128449 0.00719939 0.0141691 0.00621055 0.0145644 0.0144704 0.00280841 0.0124416 0.0117899 0.0122555 0.0132888
internal_weight=0 590 2531 306 2420 284 209 515 477 111 1905 164 52 1831 151 338 112 92 311 438 83 1493 133 879 856 45 368 208 186 160
internal_count=3121 590 2531 306 2420 284 209 515 477 111 1905 164 52 1831 151 338 112 92 311 438 83 1493 133 879 856 45 368 208 186 160
is_linear=0
shrinkage=0.00206239


Tree=189
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 2 4 15 3 3 10 393 1209 475 14 33 15 11 48 133 0 16 13 3 133 3 4 0 131
split_gain=891.407 210.431 129.84 117.53 126.62 168.223 75.1986 72.5138 58.7899 61.5851 59.0404 49.2661 48.1169 56.2098 47.8309 47.061 46.5484 41.8301 72.0809 48.6125 40.524 43.047 40.5898 39.5871 33.4714 37.2488 33.3333 31.0412 30.0754 28.6925
threshold=0.10124500000000002 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.040760000000000005 0.10299500000000002 -0.15327499999999997 -0.014199999999999999 0.086030000000000009 0.086895000000000014 -0.085684999999999997 -0.47013499999999991 0.08573500000000002 -0.14147499999999996 0.079300000000000009 0.10168500000000001 -1.0000000180025095e-35 -0.036484999999999997 0.051380000000000002 -0.074044999999999986 -0.047929999999999993 -1.0000000180025095e-35 -0.012939999999999998 -0.46376499999999993 0.062580000000000011 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 29 3 4 5 16 7 8 9 12 -10 -4 13 14 -1 -6 26 -16 19 27 -17 22 23 -22 25 -12 -3 -19 -29 -2
right_child=1 2 11 -5 15 -7 -8 -9 10 -11 24 -13 -14 -15 17 20 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012719318120914643 0.012067039991563902 0.0064066872297154709 -0.00092688912689676867 0.013716253723203349 0.0097857561335424961 0.011328300654683866 0.0064280575778626848 0.0049705469619012177 0.015251883154307193 0.0064695819900022706 0.011896455983885001 0.0041955026233569575 0.0058000333698781173 0.0063727852322195593 0.012380418684181297 0.0017906633997426685 0.010027793105311973 0.013290603201328069 0.0050565611075254705 0.0074382049607734134 0.0039479817120037421 0.0095707585950148867 0.0011023587159107822 0.006784779527113126 0.014325209354995053 0.010640760110491044 0.002496771536584049 0.010681996069596819 0.0066509999275544606 0.0077354979568711969
leaf_weight=130 82 52 26 25 22 107 39 21 44 38 523 82 21 30 125 39 21 47 26 50 101 23 26 106 40 473 41 721 20 20
leaf_count=130 82 52 26 25 22 107 39 21 44 38 523 82 21 30 125 39 21 47 26 50 101 23 26 106 40 473 41 721 20 20
internal_value=0 0.00687855 0.00621894 0.00684365 0.0065243 0.00840827 0.010893 0.0109684 0.0110235 0.010532 0.0115732 0.00296233 0.010664 0.0107529 0.0108703 0.00521086 0.00566754 0.0106272 0.0103736 0.0105386 0.00486969 0.00533876 0.004921 0.00540064 0.0114169 0.0113001 0.00468296 0.0107353 0.0105732 0.0112177
internal_weight=0 773 671 563 538 221 2348 2309 2288 1208 1080 108 1170 1149 1119 317 114 989 864 838 295 256 233 207 1036 996 93 788 741 102
internal_count=3121 773 671 563 538 221 2348 2309 2288 1208 1080 108 1170 1149 1119 317 114 989 864 838 295 256 233 207 1036 996 93 788 741 102
is_linear=0
shrinkage=0.0032425


Tree=190
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 1 2 47 124 11 52 457 43 123 16 0 10 16 4 159 1 159 12 1 4 457 50
split_gain=4856.88 812.995 551.567 451.68 281.153 273.105 222.286 204.79 172.519 151.362 149.619 145.591 110.893 93.482 91.6449 105.021 68.6279 73.6127 66.8968 65.5631 62.7791 65.0116 82.4444 59.4421 55.0773 56.824 52.7939 51.5773 51.5429 46.7556
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.13501500000000002 1.0000000180025095e-35 -0.022174999999999997 0.40124500000000002 0.14860500000000001 0.089885000000000007 0.13082500000000002 -0.080389999999999989 1.0000000180025095e-35 -0.56022499999999986 0.080930000000000016 -0.016814999999999997 0.11021500000000002 0.057265000000000003 -0.10011499999999998 -0.013164999999999998 0.0057500000000000008 -0.16363499999999997 0.088800000000000004 0.11507500000000002 0.082585000000000006 0.11734000000000001 0.087135000000000004 0.052250000000000012 0.045365000000000009 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 6 23 9 10 12 16 28 20 -11 24 -16 17 18 -4 -10 26 -22 -23 -3 25 27 -1 -15 -5 -14
right_child=1 2 8 11 -6 -7 -8 -9 19 13 -12 -13 29 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01572970256138748 0.014858333994576416 0.015718680045551853 0.0076177715387542649 0.0071778078583477319 0.0099943106007276926 0.0081472163445529561 0.0080226129940158489 0.0090616207237111408 -0.00017109351946801343 0.017130967218211255 0.010816729508161824 0.014280652178706707 0.01672581365164354 0.014586133678923335 0.014288326320888379 0.0082216392643333133 0.0025960907983040419 0.0095298794282594503 0.0046783409534435477 0.0041779670048834256 0.017072054418413297 0.014238054856510616 0.0099336084158252319 0.012181821488195943 0.015641701374226595 0.011763719303338109 0.014782075897460648 0.013182431855331803 0.010687574988278587 0.020349397808610326
leaf_weight=841 74 40 50 37 48 204 38 24 21 47 29 28 40 496 25 22 23 25 87 44 25 107 22 38 117 39 338 137 32 23
leaf_count=841 74 40 50 37 48 204 38 24 21 47 29 28 40 496 25 22 23 25 87 44 25 107 22 38 117 39 338 137 32 23
internal_value=0 0.00852578 0.00774346 0.0146685 0.0148451 0.00955796 0.0120389 0.0149462 0.00566231 0.0150082 0.00653994 0.010386 0.0154233 0.014352 0.0141958 0.0114486 0.00586952 0.00633427 0.00575113 0.00277289 0.0152992 0.0140832 0.013504 0.0139956 0.0143594 0.0141362 0.015458 0.0142823 0.00880553 0.0180487
internal_weight=0 673 599 2448 2351 320 116 2303 279 2279 214 97 1396 883 836 47 185 162 137 65 1333 154 129 78 789 672 1179 633 69 63
internal_count=3121 673 599 2448 2351 320 116 2303 279 2279 214 97 1396 883 836 47 185 162 137 65 1333 154 129 78 789 672 1179 633 69 63
is_linear=0
shrinkage=0.00202509


Tree=191
num_leaves=31
num_cat=0
split_feature=1 12 1 3 13 4 1375 484 4 43 0 48 160 0 14 475 39 3 49 3 0 0 12 4 0 158 159 48 16 1420
split_gain=836.966 228.151 104.787 75.7966 66.0319 65.8895 65.7448 65.663 62.2762 60.2024 45.7412 47.7589 44.72 43.2534 43.0452 42.6838 45.7642 38.7299 42.1948 55.9301 52.2203 37.6188 37.5113 37.3064 58.0515 32.7913 35.0241 31.5146 30.9269 30.7095
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.31370500000000007 -0.47860499999999995 0.41379000000000005 -0.15308499999999997 -1.0000000180025095e-35 0.033845000000000007 -0.078654999999999989 -0.085669999999999982 0.092475000000000016 -0.059339999999999997 -0.033209999999999996 -0.46166999999999997 -0.060699999999999997 0.10166000000000001 0.11924500000000002 0.036705000000000008 -0.0063699999999999989 -0.23194499999999998 -0.097024999999999986 -0.26532499999999998 -0.085594999999999991 -0.11173999999999999 0.077000000000000013 0.10904500000000002 0.081805000000000017 -0.105305 -0.083904999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 22 13 -4 -8 10 27 23 29 -13 21 -7 -1 -17 18 19 -11 -21 28 -5 -3 -25 -10 -27 -9 -2 -12
right_child=3 8 6 4 -6 14 7 9 25 17 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0064075542257394855 0.0096200534322859899 0.014501305387264914 0.0017838782801012699 0.0079415497509995412 -0.0013915589389126503 0.0089553394574805861 0.013389899506651251 0.0034748768589884511 0.0093147721284016563 0.0048294453702595946 0.015376405803892023 0.0040141142359740121 0.010353492240724467 0.0041407430512117854 0.0035583060627641994 0.012457595238570708 0.0077328304804101054 0.0063712292025654964 0.014519886193582998 0.0053902868387244243 0.011823757999928606 0.010578619277966659 0.0021527514296453294 0.0062468631056766437 0.012373713991341762 0.01386055913198464 0.0095503002030575546 0.0072228915085437639 0.0036807658432524868 0.011425022193297236
leaf_weight=22 20 99 21 26 34 22 28 46 224 29 25 20 45 30 112 144 31 53 21 20 73 67 30 20 508 49 45 71 24 1162
leaf_count=22 20 99 21 26 34 22 28 46 224 29 25 20 45 30 112 144 31 53 21 20 73 67 30 20 508 49 45 71 24 1162
internal_value=0 0.0109802 0.00896818 0.00529596 0.00248611 0.00621555 0.00784153 0.00821459 0.0114922 0.00775162 0.0117365 0.011347 0.00840291 0.00789879 0.00444439 0.0110385 0.0116206 0.00894687 0.00990148 0.00910651 0.0104402 0.00891448 0.00484041 0.0125142 0.0121416 0.0100486 0.0117971 0.00574931 0.00638044 0.0115082
internal_weight=0 2756 559 365 90 275 362 341 2197 313 1879 1252 65 141 134 197 175 196 143 122 93 111 56 627 528 318 94 117 44 1187
internal_count=3121 2756 559 365 90 275 362 341 2197 313 1879 1252 65 141 134 197 175 196 143 122 93 111 56 627 528 318 94 117 44 1187
is_linear=0
shrinkage=0.00352745


Tree=192
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 14 2 1 2 2 1 2 4 475 12 4 3 15 10 48 12 2 47 14 1 51 4 16
split_gain=5226.53 888.292 576.245 469.165 291.068 287.46 193.512 173.593 168.927 165.35 134.324 118.108 107.755 169.884 104.563 74.7508 71.9907 75.9253 75.6176 64.7552 74.7819 63.4419 65.0993 58.4373 50.8352 73.752 51.622 68.7854 48.3601 45.0169
threshold=0.104035 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 0.098630000000000009 0.088725000000000012 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.092845000000000025 0.11474000000000002 0.14753000000000002 0.089770000000000016 0.090425000000000019 0.40945500000000007 -0.066784999999999983 0.088105000000000003 -0.50940999999999981 0.090900000000000009 -0.41942499999999994 -0.38124499999999995 0.082620000000000013 0.090545000000000014 -1.0000000180025095e-35 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 -0.0070899999999999991 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 24 11 12 15 -5 28 14 16 23 -4 -6 17 -1 -19 -13 -21 -17 -23 -14 25 -3 27 -27 -7 -18
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 19 13 -15 -16 21 29 18 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.018521282609125965 0.014339635703978481 0.010215733923644598 0.0081724455824927038 0.013123568399458236 0.01521256814615528 0.015280892702061882 0.0093460828405897492 0.01747309256773057 0.0082038292274285475 0.0079432880383221022 0.0076869357885116195 0.0051296485765740512 0.011155779244765822 0.008484946195623011 0.0047346413694565673 0.013285309042580649 0.014670209270932174 0.015110970760695463 0.012154182512908437 0.0041497308538876992 -0.0003341477133982294 0.0087102196465465593 0.012600289145417793 0.014165901291628754 0.010155181910748637 0.0042385287239009644 0.004670650665913139 0.0080785751882104361 0.011991679443058246 0.01362110756386886
leaf_weight=23 76 32 46 37 60 23 39 76 26 58 23 32 26 23 110 309 360 811 33 25 30 24 46 261 32 20 28 118 57 257
leaf_count=23 76 32 46 37 60 23 39 76 26 58 23 32 26 23 110 309 360 811 33 25 30 24 46 261 32 20 28 118 57 257
internal_value=0 0.0081641 0.00740095 0.0141319 0.0143016 0.00910653 0.00538691 0.0146387 0.012946 0.00996087 0.0117649 0.00475148 0.0145187 0.0134919 0.00574835 0.0132268 0.0147331 0.0150889 0.0149954 0.002964 0.00170398 0.0129125 0.0112666 0.0138932 0.00791604 0.00755416 0.00704109 0.00752205 0.0129373 0.0142332
internal_weight=0 691 615 2430 2335 333 282 1870 465 95 103 243 1794 310 156 439 1484 867 844 87 55 379 70 287 230 198 166 138 80 617
internal_count=3121 691 615 2430 2335 333 282 1870 465 95 103 243 1794 310 156 439 1484 867 844 87 55 379 70 287 230 198 166 138 80 617
is_linear=0
shrinkage=0.00191472


Tree=193
num_leaves=31
num_cat=0
split_feature=1 52 2 30 2 10 0 376 2 147 11 133 50 13 160 160 158 16 4 160 15 12 2 41 15 0 156 483 47 1
split_gain=792.125 186.719 121.42 80.0396 70.6446 100.277 70.1564 58.2841 57.5052 47.8474 66.5707 43.9996 42.1363 39.0461 37.3716 36.1671 35.6537 35.3779 49.0218 47.5773 34.6847 32.558 31.6107 30.8981 28.6961 27.7647 27.6492 26.6568 26.325 26.7503
threshold=0.10124500000000002 -0.42635499999999998 0.13754500000000003 0.086815000000000017 0.10252500000000002 0.058500000000000003 0.18019500000000002 0.080200000000000007 0.098630000000000009 0.089365000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.041865000000000006 -0.15078499999999997 -0.085764999999999994 -0.081069999999999989 0.083065000000000014 -0.072359999999999994 0.033845000000000007 0.081905000000000019 -0.081924999999999984 0.11734000000000001 0.13247500000000004 0.079300000000000009 -0.43375999999999998 -0.067624999999999977 0.078780000000000003 0.0015150000000000003 0.11043500000000002 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 7 8 28 9 10 16 -6 20 -10 -12 -13 17 19 -19 27 -4 22 -15 -16 -7 -14 -18 -1 29 -3
right_child=1 2 12 -5 11 24 -8 -9 13 -11 14 15 25 21 23 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010094118072984251 0.0099581790167460882 0.0089132483282832811 0.0031591999266610692 0.0027504436744170487 0.002253189807518036 0.0062911445539088756 0.0047209543832291839 0.0046118766177211069 0.0044157745802764154 0.0062355744542913361 0.0088825412094139262 0.0091003516957151621 0.0083389009723994455 0.0093973593420741981 0.015080069172266267 0.005460561745909095 0.010570147745166125 0.0093313168264323523 0.0057463921892084331 0.0069538183750735161 -0.0005477632816015144 0.0067375651499555437 0.0055096641919922902 0.010818000719398688 0.0012037909221557285 0.0032170274173322125 0.013912288504623707 0.01243344013042985 0.0078200460725592561 0.012180004347047141
leaf_weight=758 97 45 86 59 35 20 28 25 20 34 21 30 20 335 45 184 142 699 38 44 33 61 21 25 22 20 28 49 47 50
leaf_count=758 97 45 86 59 35 20 28 25 20 34 21 30 20 335 45 184 142 699 38 44 33 61 21 25 22 20 28 49 47 50
internal_value=0 0.00597 0.00539773 0.00612018 0.00655427 0.00787197 0.00955746 0.00893973 0.00961583 0.00984897 0.00991541 0.00544826 0.00304864 0.00861127 0.012479 0.00597081 0.00978271 0.00963948 0.00914648 0.0100664 0.00213122 0.00881249 0.00916803 0.0135579 0.00362634 0.00577796 0.0111206 0.0102362 0.00970168 0.0106326
internal_weight=0 773 676 517 458 209 2348 167 2320 1883 1849 249 159 437 91 214 1758 1588 737 851 119 417 356 70 42 40 170 807 142 95
internal_count=3121 773 676 517 458 209 2348 167 2320 1883 1849 249 159 437 91 214 1758 1588 737 851 119 417 356 70 42 40 170 807 142 95
is_linear=0
shrinkage=0.00307385


Tree=194
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 1 4 16 14 2 1 2 2 457 2 15 12 4 3 16 475 156 15 52 16 1 47 16 4
split_gain=7475.26 1262.19 746.73 676.186 387.019 321.896 242.836 239.973 218.72 215.83 195.911 148.457 204.903 142.529 123.157 104.842 103.147 82.0592 84.902 84.5017 79.2839 73.4461 67.4344 64.2701 61.1991 65.3475 60.36 71.9791 76.0798 59.7059
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.085505000000000012 0.09253500000000002 0.40473500000000007 -0.061854999999999993 0.062655000000000016 0.14122000000000004 0.089770000000000016 0.090425000000000019 0.14960000000000004 0.080930000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.088105000000000003 -0.50940999999999981 0.090900000000000009 0.10246000000000001 -0.079029999999999975 1.0000000180025095e-35 -0.41942499999999994 0.039215000000000007 -0.067914999999999989 0.11392000000000001 0.078345000000000012 -0.29154999999999992 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 9 13 -5 29 -7 11 14 17 15 16 21 -13 -3 18 -1 -20 26 -6 24 -15 -23 -26 27 28 -2 -4
right_child=1 5 7 6 10 8 -8 -9 -10 -11 -12 12 -14 23 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.019691747947490262 0.010715416143981629 0.0051917001994838501 0.0160786722411978 0.014589445609142031 0.01669448033419392 0.0062189226343272582 0.0087580281780328291 0.0095731089837822487 0.012075114556167043 0.018802383364244106 0.010450495774398341 0.011842969466955594 0.0096256943204197313 0.004919256727450856 0.010598825184946686 0.01542226650307822 0.0090609174603004071 0.015519251719058947 0.016379666177351662 0.013509031670545464 0.012167418776668661 0.013364705678927386 0.016385642533129661 0.0014958249436662634 0.015978554206377744 0.013689181423278542 0.0071441540339382782 0.012166064844577664 0.0076659557679883382 0.013588953687350023
leaf_weight=23 37 118 68 34 50 41 63 32 38 76 41 28 23 28 24 263 26 617 811 33 20 160 47 43 83 72 68 21 80 53
leaf_count=23 37 118 68 34 50 41 63 32 38 76 41 28 23 28 24 263 26 617 811 33 20 160 47 43 83 72 68 21 80 53
internal_value=0 0.0087346 0.0108556 0.015352 0.0155397 0.00600032 0.010802 0.0138556 0.00903583 0.0158997 0.0141255 0.015777 0.0146785 0.00488495 0.0144711 0.0150779 0.00589031 0.0160094 0.0163583 0.0162674 0.00882471 0.0146967 0.0144208 0.00284591 0.0141276 0.0149151 0.00850018 0.00916836 0.00863032 0.0149881
internal_weight=0 673 379 2448 2351 294 97 153 79 1874 477 1798 314 215 436 291 144 1484 867 844 226 412 362 71 315 155 206 138 117 121
internal_count=3121 673 379 2448 2351 294 97 153 79 1874 477 1798 314 215 436 291 144 1484 867 844 226 412 362 71 315 155 206 138 117 121
is_linear=0
shrinkage=0.0017585


Tree=195
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 457 43 12 3 4 149 1 43 13 475 39 4 0 42 15 3 4 148 4 49 50 4 15 12 133
split_gain=771.034 213.886 100.836 71.0307 65.3847 59.9463 63.6947 57.9087 56.8752 56.5666 51.2496 41.1781 36.5245 48.3568 36.1424 39.9755 34.41 42.3061 59.5264 34.4936 38.0189 33.7977 32.4265 31.9287 30.5216 30.2941 33.3363 40.0763 30.0606 28.4771
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.080200000000000007 0.29113500000000009 -0.011694999999999999 0.099815000000000015 0.13524500000000003 0.27044500000000005 0.081720000000000015 0.16540500000000002 -0.11720999999999999 -0.0072999999999999992 -0.060699999999999997 0.10166000000000001 -0.085594999999999991 -0.086284999999999987 0.085465000000000013 -0.21699999999999997 -0.14989499999999997 0.26450500000000005 -0.066239999999999979 -0.50940999999999981 -1.0000000180025095e-35 0.127945 0.024790000000000003 -0.088184999999999986 0.11472500000000001 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 10 -5 6 12 16 9 -8 11 22 -4 21 -1 -16 17 -3 23 -18 -21 -14 -2 -19 -11 26 27 -9 -24 -22
right_child=3 7 5 4 -6 -7 8 25 -10 24 -12 -13 13 -15 15 -17 19 18 -20 20 29 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005353993772248474 -0.00034127927212100221 0.012556494963105954 0.008676339932238767 0.007505498695177454 0.0014294574591946533 0.001524597934603029 0.009963390947504043 0.01246759266659421 0.0045124161462421286 0.0037575857085866498 0.0080293045048968684 -0.0012329427420061793 0.0066077116131142335 0.0011843953210607064 0.010231128079029083 0.0063709897830556981 0.013121963504002861 0.013729511454013335 0.0054290004041735503 0.0060709369754682573 0.0097208681163929427 0.0020625495783117933 0.0032642535042789363 0.010035430272410275 0.0083524511043038974 0.0057450024665267052 0.0069402716001171153 0.0087184386968321894 0.0071760099563482147 0.0087244930182419928
leaf_weight=22 21 77 23 85 21 23 104 31 40 27 20 21 70 32 144 31 24 25 25 32 1079 20 169 202 28 39 84 216 21 365
leaf_count=22 21 77 23 85 21 23 104 31 40 27 20 21 70 32 144 31 24 25 25 32 1079 20 169 202 28 39 84 216 21 365
internal_value=0 0.0089935 0.00729946 0.00418399 0.00630175 0.00634421 0.00666645 0.00942799 0.00779906 0.00862589 0.00329318 0.0028849 0.00511205 0.00444009 0.00907904 0.00954733 0.00965305 0.0105561 0.00994492 0.00945497 0.00939534 0.00559768 0.00329473 0.0104423 0.00609679 0.00831545 0.00861831 0.00918898 0.00369661 0.00946901
internal_weight=0 2763 564 358 106 367 344 2199 199 159 252 232 145 122 197 175 1829 329 252 1500 1476 90 211 227 55 370 331 247 190 1444
internal_count=3121 2763 564 358 106 367 344 2199 199 159 252 232 145 122 197 175 1829 329 252 1500 1476 90 211 227 55 370 331 247 190 1444
is_linear=0
shrinkage=0.00308353


Tree=196
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 1 14 2 52 457 43 1 13 130 160 34 13 16 159 12 1 16 1447 42 15 13
split_gain=5508.5 905.98 596.508 491.577 422.907 305.145 209.125 171.433 164.448 146.196 132.021 125.279 77.0064 84.7169 93.8131 70.8611 67.7095 91.1632 101.433 63.9846 89.0958 54.0238 53.6466 59.5036 57.2496 53.5457 51.747 49.9335 71.8252 54.9437
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.14285500000000004 0.40124500000000002 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.17025000000000004 -0.56022499999999986 0.080930000000000016 -0.016814999999999997 0.091450000000000017 -0.004174999999999999 -0.054924999999999995 -1.0000000180025095e-35 -0.038779999999999995 -0.016469999999999995 -0.069894999999999985 0.082585000000000006 0.11734000000000001 0.07863500000000001 0.042200000000000008 -0.080594999999999986 0.075730000000000006 0.050935000000000008 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 10 -6 -5 15 19 -9 22 -15 -1 -3 -18 -19 -4 -21 -20 23 26 25 -24 -14 28 29 -28
right_child=1 2 11 9 8 -7 -8 12 -10 -11 -12 -13 13 14 -16 -17 17 18 21 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014566980708717895 0.013816808142640269 0.0050693487156963975 0.0005912311657257246 0.01252636687093503 0.012276253565351626 0.0079500493896535167 0.0078309922595041249 0.015951006117358696 0.0069820285078576877 0.0070442132550660513 0.01761196243494197 -0.0003163508770101408 0.015472773452358595 0.013192931745161852 0.0071603009415187879 0.013218932342591796 0.0030580514599546525 0.011480304395518887 0.0077301546351241984 0.003007087502692545 0.0072636347286384505 0.0036692921735642782 0.014943645619243436 0.010595314133673862 0.017504494369668906 0.011411044497909221 0.0087524668812319698 0.013646596966728354 0.013916025799684309 0.012102588170571991
leaf_weight=1127 74 178 24 34 84 39 25 47 39 63 59 49 44 25 22 210 21 27 58 65 34 20 64 41 25 28 26 322 94 153
leaf_count=1127 74 178 24 34 84 39 25 47 39 63 59 49 44 25 22 210 21 27 58 65 34 20 64 41 25 28 26 322 94 153
internal_value=0 0.00678355 0.00591466 0.0136662 0.0072641 0.0138602 0.0139599 0.0140269 0.0105976 0.00896579 0.0144929 0.00256461 0.0132967 0.0131489 0.0103691 0.0143552 0.00591535 0.00711049 0.00792098 0.00371231 0.00446893 0.00668891 0.0133128 0.0130835 0.0146454 0.0138685 0.0132431 0.0130783 0.0124079 0.011616
internal_weight=0 673 599 2448 427 2351 2312 2287 123 97 1396 172 891 844 47 1337 304 126 105 123 99 78 797 680 117 92 639 595 273 179
internal_count=3121 673 599 2448 427 2351 2312 2287 123 97 1396 172 891 844 47 1337 304 126 105 123 99 78 797 680 117 92 639 595 273 179
is_linear=0
shrinkage=0.00213063


Tree=197
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 2 4 132 150 0 49 1 12 4 3 1 47 2 0 43 0 2 1 49
split_gain=7356.89 1192.72 785.924 658.441 442.901 371.587 244.179 222.674 208.903 208.775 187.763 142.429 174.063 155.235 133.53 131.862 197.762 125.079 119.307 86.0451 105.09 73.4592 68.8995 58.0903 57.6738 93.341 57.4142 57.044 53.8878 53.484
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.14753000000000002 0.09253500000000002 0.11474000000000002 0.14753000000000002 0.40945500000000007 0.08764000000000001 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.08815000000000002 -0.51843499999999987 -0.13927999999999999 0.076935000000000017 0.090100000000000013 0.087995000000000004 -0.065229999999999996 -0.065269999999999981 -0.030209999999999997 0.31358000000000003 0.11551000000000002 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 15 -4 14 -5 28 12 -9 27 21 16 17 -1 19 -17 -21 26 -3 -19 -20 -26 -7 -13 -6 -11
right_child=1 2 7 9 10 8 -8 11 -10 29 -12 13 -14 -15 -16 18 -18 23 24 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014393452971030694 0.014490398048523848 0.0071355647681280027 0.0097498604964273462 0.013425778855116071 0.014665766675003787 0.013612236264477199 0.017986110303453238 0.008001178679875957 0.0087360902208875272 0.0096967581330131072 0.007677297100740433 0.0023988408353283253 0.0041003196629997799 0.0068085330891448585 0.0098088301816818563 0.018891830887825395 0.016877797522850617 0.012172316000812379 0.014590336104037776 0.0114673087827854 0.015419748151811182 0.015116395862912042 0.0098639887176282439 0.0090101424690689179 0.0099657162763239372 0.014694173708893504 0.011273462433370851 -0.0010853954404292107 0.011746235237146994 0.0064832473049130949
leaf_weight=46 74 191 26 34 40 281 76 52 30 31 24 50 105 21 28 21 35 38 778 21 784 92 33 33 22 30 36 20 37 32
leaf_count=46 74 191 26 34 40 281 76 52 30 31 24 50 105 21 28 21 35 38 778 21 784 92 33 33 22 30 36 20 37 32
internal_value=0 0.00788632 0.00707046 0.0143956 0.00890431 0.0145793 0.0149244 0.00489527 0.013187 0.00994371 0.0119356 0.00438632 0.00539232 0.0026507 0.0134925 0.0147957 0.0132415 0.0121537 0.0149384 0.0154075 0.0153166 0.0137447 0.00753752 0.0107026 0.0144715 0.0126937 0.0133466 0.00140334 0.0132629 0.0080645
internal_weight=0 673 599 2448 325 2351 1884 274 467 97 101 248 157 91 437 1808 152 117 1656 826 805 409 224 71 830 52 317 70 77 63
internal_count=3121 673 599 2448 325 2351 1884 274 467 97 101 248 157 91 437 1808 152 117 1656 826 805 409 224 71 830 52 317 70 77 63
is_linear=0
shrinkage=0.00174363


Tree=198
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 150 0 49 4 4 1 12 4 12 15 3 47 10 0 43 3 2 49
split_gain=6085.56 1015.12 666.458 535.355 380.306 315.573 205.799 200.198 182.981 176.488 141.341 132.964 125.416 115.807 183.242 113.898 106.312 90.3917 84.1593 84.1616 72.9487 64.3634 61.5839 55.5428 55.1618 53.5815 100.207 51.2579 50.5642 50.4911
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.11474000000000002 0.14753000000000002 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.40945500000000007 0.0067750000000000006 0.083135000000000014 0.087695000000000009 -0.51843499999999987 0.095780000000000018 -0.41942499999999994 -0.13927999999999999 0.090100000000000013 -0.38124499999999995 -0.065229999999999996 -0.065269999999999981 -0.010424999999999999 0.089775000000000008 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 11 13 12 -5 -6 15 20 14 17 -4 18 -1 19 -15 -7 -13 -21 -3 -23 -20 -27 -17 -19 -11
right_child=1 2 6 9 10 8 -8 -9 -10 29 -12 21 -14 16 -16 27 -18 28 25 22 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.013199389811836238 0.013811168365473711 0.0060831713821977622 0.0068851803786689056 0.012551332397133221 0.012335604925020466 0.013693612030317142 0.0080816145336897044 0.017095169112438271 0.0081731854767124693 0.0086563544978690635 0.0070846289770618385 0.0034216024978809918 0.0085949426191916922 0.018465809990020586 0.016151404650941722 0.0049271934916568722 0.012051125866060677 0.010982621419839028 0.013841367885303005 0.011141878835573845 0.012030456367717209 0.0020845342863306292 0.014608058351129076 0.0088562199398322695 -0.0018318820948861527 0.0086571760871486589 0.014255683864014657 0.0021566936446223463 0.0075975991404684667 0.0051588507217999744
leaf_weight=46 71 190 44 34 77 199 37 76 39 34 26 32 28 21 35 40 98 44 779 20 201 25 689 32 30 22 27 69 27 29
leaf_count=46 71 190 44 34 77 199 37 76 39 34 26 32 28 21 35 40 98 44 779 20 201 25 689 32 30 22 27 69 27 29
internal_value=0 0.00684748 0.00602618 0.013459 0.00791767 0.013644 0.00380691 0.0139992 0.0122111 0.00897596 0.0110101 0.0031479 0.012579 0.013869 0.0122424 0.00424083 0.0140183 0.011073 0.0141421 0.0146241 0.0128579 0.00122584 0.0145103 0.00648289 -5.16928e-05 0.0137171 0.0117421 0.00317339 0.00969536 0.00704639
internal_weight=0 673 602 2448 325 2351 277 1884 467 97 103 240 428 1808 152 153 1656 117 1558 730 400 87 709 222 55 828 49 109 71 63
internal_count=3121 673 602 2448 325 2351 277 1884 467 97 103 240 428 1808 152 153 1656 117 1558 730 400 87 709 222 55 828 49 109 71 63
is_linear=0
shrinkage=0.00194724


Tree=199
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 12 15 4 15 4 0 2 43 4 11 15 0 12 15 40 11 4 15 0 2 0 16 52
split_gain=3559.67 489.019 427.285 260.671 259.033 157.764 165.344 156.779 131.336 115.611 94.6098 82.8632 107.867 100.207 83.7432 79.3702 73.0284 68.8287 66.4964 64.66 65.0307 61.0397 54.7995 53.741 119.949 56.3978 49.4308 69.5889 57.1716 47.2331
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40945500000000007 0.14285500000000004 0.095175000000000023 0.024640000000000006 0.2623950000000001 -0.41396999999999995 -0.16363499999999997 -0.030209999999999997 0.092235000000000025 -0.04890499999999999 0.23246000000000003 1.0000000180025095e-35 0.040760000000000005 -0.23194499999999998 0.11734000000000001 -0.079929999999999987 -0.065969999999999987 0.077290000000000011 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.087675000000000017 -0.12333499999999999 0.0057500000000000008 -0.0080349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 18 6 21 16 11 -5 -7 -6 13 14 -13 19 26 29 -1 22 -21 -3 -9 25 -25 -20 28 -28 -4 -18
right_child=1 5 7 9 8 10 -8 15 -10 -11 -12 12 -14 -15 -16 -17 17 -19 23 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.015616101370954382 0.0065241088352989158 0.004607928078761387 0.013307742865546871 0.012057038796946525 0.012163601037075849 0.0038135735903930558 0.0028273645712596513 0.011842408029621103 0.013799002139926696 0.0071694296075257092 0.00010206358639981204 0.0071037295202188017 0.0027480615605146985 0.0066566147019186325 0.012036469891034806 0.0078482727937606751 0.014599354934673457 0.016739827897105937 0.01427204945897261 0.01337784686600663 0.0089259033271499241 0.0090271885380550816 0.014305798002327771 0.011930015682032087 0.0064675939001987183 0.010066944491694511 0.008396113866516005 0.012469644468326003 0.011228107600105052 0.010412137191636625
leaf_weight=22 178 20 830 86 21 118 49 389 21 32 46 27 20 93 43 26 37 46 51 21 64 61 49 76 26 22 21 537 69 20
leaf_count=22 178 20 830 86 21 118 49 389 21 32 46 27 20 93 43 26 37 46 51 21 64 61 49 76 26 22 21 537 69 20
internal_value=0 0.00620962 0.0121973 0.00820141 0.0101809 0.00420427 0.00601045 0.0126008 0.0085716 0.0107316 0.00277254 0.00803348 0.00755954 0.0081499 0.0101338 0.0115919 0.0129559 0.0147422 0.012019 0.011778 0.0100258 0.00793601 0.012118 0.0115668 0.0105376 0.0130048 0.0128296 0.0123163 0.0131481 0.0131302
internal_weight=0 590 2531 296 422 294 130 2109 225 118 164 204 183 163 70 549 1560 103 197 523 85 81 438 175 102 73 1457 558 899 57
internal_count=3121 590 2531 296 422 294 130 2109 225 118 164 204 183 163 70 549 1560 103 197 523 85 81 438 175 102 73 1457 558 899 57
is_linear=0
shrinkage=0.00219523


Tree=200
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 1 2 14 2 4 52 457 43 1 15 10 47 14 0 0 4 16 159 0 3 1
split_gain=7042.28 1160.12 752.698 610.377 446.279 366.711 310.341 217.84 204.642 184.403 179.037 160.216 144.96 121.578 94.0903 105.023 122.896 79.7409 66.0067 61.1198 59.5027 58.8451 53.4058 52.5951 50.0361 59.3202 52.9094 48.7517 51.2168 48.508
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.13082500000000002 0.092845000000000025 0.11474000000000002 0.062655000000000016 0.14753000000000002 0.40945500000000007 -0.56022499999999986 0.080930000000000016 -0.016814999999999997 0.087135000000000004 -0.41942499999999994 -0.38124499999999995 0.090100000000000013 0.062655000000000016 0.18019500000000002 -0.026509999999999995 0.038415000000000012 -0.44310499999999992 0.082585000000000006 -0.066689999999999985 1.0000000180025095e-35 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 11 12 -5 29 17 13 -4 -9 21 -17 -1 -14 -20 -3 22 24 -7 26 -26 -16 28 -19 -6
right_child=1 2 8 9 10 23 -8 14 -10 -11 -12 -13 18 -15 15 16 -18 27 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014084889162688621 0.013254716220618972 0.0055351423168294427 0.0063032097846791547 0.011800245879638032 0.013410544329871574 0.010330364093954401 0.0067704121190561815 0.01529380823486561 0.0074740574499691237 0.0065439266911235553 0.0062044120859303014 0.016905945040766826 0.0028259730416783611 0.0026563182322511423 0.012849435764996787 0.01272092209955695 0.0067198995759286378 0.013422109441904882 0.0016194515310240963 -0.0023009478703754594 0.0082279628575274155 0.015556935372634207 0.0096836881318418475 0.0064400589645407106 0.013568189028065617 0.011340656846100101 0.014765694509142774 0.010539921646922711 0.010377354832419378 0.010468768349675105
leaf_weight=934 74 191 44 37 40 22 24 47 34 60 24 59 32 109 486 25 22 359 25 30 33 25 20 26 57 146 55 24 20 37
leaf_count=934 74 191 44 37 40 22 24 47 34 60 24 59 32 109 486 25 22 359 25 30 33 25 20 26 57 146 55 24 20 37
internal_value=0 0.00633751 0.00548296 0.0131011 0.00738894 0.0132889 0.0133945 0.0134643 0.00322221 0.00854891 0.0106205 0.0139196 0.00261987 0.0037051 0.0127444 0.0126011 0.00991193 0.0137878 0.000711368 -0.000518948 0.00593185 0.0127613 0.0126698 0.00822312 0.0127501 0.0119661 0.0130442 0.0130994 0.0132614 0.011997
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 101 1396 240 153 883 836 47 1337 87 55 224 789 764 48 744 203 541 403 379 77
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 101 1396 240 153 883 836 47 1337 87 55 224 789 764 48 744 203 541 403 379 77
is_linear=0
shrinkage=0.00185178


Tree=201
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 150 1 2 4 12 50 13 2 159 12 4 52 124 1 157 52 16 43 3
split_gain=4953.67 833.428 443.878 361.3 323.452 257.238 218.916 170.833 155.586 142.996 130.245 97.5268 94.1647 124.463 79.9881 77.9221 67.6593 66.6945 65.8613 64.8762 62.7758 91.106 62.7726 61.2133 59.7354 59.1103 51.5372 47.9926 47.6449 40.2078
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10855000000000002 0.062655000000000016 0.09253500000000002 0.14753000000000002 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -0.062539999999999984 0.095780000000000018 0.041865000000000006 -0.47860499999999995 -1.0000000180025095e-35 0.089270000000000016 0.09141500000000001 -0.51843499999999987 -0.52606999999999993 -0.081214999999999982 0.12337000000000002 -0.069619999999999987 -0.020999999999999994 0.22339500000000004 -0.00045499999999999995 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 22 6 8 23 29 12 -4 11 15 20 18 -9 -7 17 -6 -14 -19 21 -1 -2 -3 -16 -22 -24 -27 -5 -8
right_child=1 4 9 28 16 10 7 14 -10 -11 -12 -13 13 -15 24 -17 -18 19 -20 -21 25 -23 26 -25 -26 27 -28 -29 -30 -31
leaf_value=0.02189853156455426 0.017274280653258593 0.0070724044486450933 0.015097760081985066 0.0068325762558951132 0.0058066906392123929 0.016436673910824661 0.013495548025306702 0.012425933330956273 0.019988846913317346 0.009160824022612082 0.010081996617573136 0.010894912084691701 0.012451853651823379 0.010428872689285367 0.0085685624201453682 0.014399501645360753 0.006949620016944786 -0.0013867544911217058 0.01621567216274767 0.0037417937478814033 0.012046295936051398 0.016994402813070578 0.01204486030683132 0.0033464187887408694 0.0055534789164757266 0.016473901532649094 0.015528287709552105 0.013323584227840735 0.010399313649545723 0.0097220482043306293
leaf_weight=21 45 48 34 36 22 200 51 21 76 63 30 28 28 25 110 209 23 29 263 25 20 1137 43 48 53 285 50 29 47 22
leaf_count=21 45 48 34 36 22 200 51 21 76 63 30 28 28 25 110 209 23 29 263 25 20 1137 43 48 53 285 50 29 47 22
internal_value=0 0.00898577 0.0161327 0.0126988 0.00717035 0.0163345 0.00821553 0.00933844 0.0167187 0.0112418 0.0147845 0.0151073 0.0165813 0.0154244 0.00814033 0.0153957 0.00344361 0.00238258 0.0158535 0.000987573 0.0168263 0.0170833 0.0150122 0.00520941 0.0075882 0.0159352 0.0139177 0.0161829 0.0088523 0.0123583
internal_weight=0 673 2448 221 452 2351 353 257 1884 97 467 437 1808 316 184 409 99 76 291 54 1492 1158 138 96 163 334 93 314 83 73
internal_count=3121 673 2448 221 452 2351 353 257 1884 97 467 437 1808 316 184 409 99 76 291 54 1492 1158 138 96 163 334 93 314 83 73
is_linear=0
shrinkage=0.00233305


Tree=202
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 123 52 2 0 2 14 4 2 3 15 457 3 0 4 12 16 4 3 0 16 42
split_gain=7298.89 928.499 809.088 520.534 494.707 326.704 295.999 217.014 213.721 201.414 152.164 198.501 152.639 140.59 140.098 135.165 131.518 115.587 106.525 91.6039 82.9935 77.9074 86.1973 111.552 70.9231 69.2655 65.5571 64.1904 63.287 62.4431
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.095175000000000023 -0.17966999999999997 0.40124500000000002 0.089295000000000013 0.08257500000000001 0.10444500000000002 -0.068189999999999987 0.098035000000000011 0.076175000000000007 0.053180000000000012 0.17025000000000004 0.149315 0.13592500000000005 0.045365000000000009 -0.14847999999999997 -0.23194499999999998 -0.031404999999999995 -1.0000000180025095e-35 -0.073849999999999985 0.033845000000000007 -0.013929999999999998 -0.10474999999999998 -0.11118499999999999 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 13 16 14 -6 -5 17 11 12 19 21 25 18 26 -7 20 -9 -8 -1 -23 -24 -22 27 -3 -4 -27 -29
right_child=1 5 6 8 7 9 15 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 22 23 -25 -26 28 -28 29 -30 -31
leaf_value=0.01826552643437333 0.0073207370115984322 0.005879166427472245 0.011807432564161092 0.013687708317207753 0.014490375875542055 0.011639410893995734 0.01638842696677096 0.01293466478047325 0.0079631670260668225 0.0028656227600818047 0.013807148759379748 0.0058976154457344807 0.0061735853125247358 0.011709240676533611 0.018145216343833131 0.011554074477391665 0.00078762244946454618 0.006383654737034102 0.0097682350906762219 0.0092072332183418659 0.014894332256744263 0.016038054589226757 0.014795704323175684 0.0094845864889325018 0.013233828398549741 0.014422770889495951 0.0034666123146463094 0.01543613803308113 0.011634530532842895 0.014630968405850158
leaf_weight=21 178 57 20 89 31 36 47 48 29 20 22 57 26 63 47 101 46 23 20 41 132 56 36 21 249 113 112 804 36 540
leaf_count=21 178 57 20 89 31 36 47 48 29 20 22 57 26 63 47 101 46 23 20 41 132 56 36 21 249 113 112 804 36 540
internal_value=0 0.00700845 0.0141612 0.00929807 0.0118465 0.00470326 0.0146244 0.0099911 0.0122808 0.00788804 0.00927214 0.00869208 0.0100772 0.0139655 0.0150314 0.0134679 0.00353304 0.00959056 0.0138993 0.0112175 0.0140924 0.0150263 0.0144244 0.012839 0.0138091 0.0149347 0.00428031 0.0150642 0.0137491 0.0151126
internal_weight=0 590 2531 296 422 294 2109 225 118 79 194 172 115 197 1560 549 215 59 448 89 428 134 113 57 381 1513 169 1364 149 1344
internal_count=3121 590 2531 296 422 294 2109 225 118 79 194 172 115 197 1560 549 215 59 448 89 428 134 113 57 381 1513 169 1364 149 1344
is_linear=0
shrinkage=0.00183135


Tree=203
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 2 1 12 15 159 0 4 4 0 2 14 15 1 150 4 158 15 1 148 0 0 16 3 4 4
split_gain=6249.87 811.961 679.615 530.383 395.011 278.401 267.867 262.529 217.636 140.603 129.137 127.575 127.514 144.511 120.179 115.023 101.068 100.395 88.9127 80.6262 80.6725 90.6854 78.7889 76.8357 73.5425 63.3269 65.7848 74.508 74.1209 60.4707
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.14285500000000004 0.13075500000000004 0.091625000000000012 0.024640000000000006 0.078675000000000009 -0.23194499999999998 0.053180000000000012 -0.16363499999999997 -0.030209999999999997 0.10252500000000002 0.076175000000000007 0.13592500000000005 0.16540500000000002 1.0000000180025095e-35 -0.46376499999999993 0.07968500000000002 -1.0000000180025095e-35 0.095950000000000021 -0.062044999999999996 -0.13027499999999997 -0.10011499999999998 -0.067914999999999989 -0.20241999999999996 -0.14098499999999997 -0.50262499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 9 23 15 12 18 -1 16 -6 14 22 24 25 -8 -5 -12 21 -21 -14 -3 -4 -9 -27 -28 -29 -26
right_child=1 6 7 5 8 -7 17 11 -10 -11 19 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 29 26 27 28 -30 -31
leaf_value=0.018952135054844502 0.013684651473159726 0.0041764868647610736 0.012820450097882904 0.011764469942665699 0.014756254063749247 0.0041730902921242744 0.0045345555609090397 0.01776966495258769 0.016749126850050904 0.0065887420173062752 0.016358397694318176 0.012772490268443036 0.013397017516845938 0.0049754539592736183 0.0084890552900696754 0.018780517916012537 0.0107679019168904 4.9260799626729718e-05 0.0082212477096826921 0.013765367389733737 0.016203983984730459 0.0099549822063766686 0.0098991297458931333 0.0082239414178527908 0.018780702090403594 0.015490487599458506 0.0165867569693499 0.011043347332657773 0.014233373298395538 0.015728740759986683
leaf_weight=22 101 20 31 79 21 45 130 27 21 43 42 137 51 20 69 46 22 21 38 72 28 33 43 113 24 279 44 29 293 1177
leaf_count=22 101 20 31 79 21 45 130 27 21 43 42 137 51 20 69 46 22 21 38 72 28 33 43 113 24 279 44 29 293 1177
internal_value=0 0.00796342 0.0148426 0.0101146 0.0126377 0.00835564 0.00564564 0.0152838 0.0109146 0.00953198 0.0146057 0.014451 0.0103139 0.00980418 0.0103967 0.0158254 0.0147824 0.00391077 0.0106137 0.0140593 0.0133333 0.0125678 0.0117969 0.0076153 0.015715 0.0149138 0.0147943 0.0142635 0.0139461 0.0157897
internal_weight=0 590 2531 306 422 205 284 2109 225 160 197 831 204 183 163 1278 694 151 117 175 133 105 94 133 1232 672 645 366 322 1201
internal_count=3121 590 2531 306 422 205 284 2109 225 160 197 831 204 183 163 1278 694 151 117 175 133 105 94 133 1232 672 645 366 322 1201
is_linear=0
shrinkage=0.00190339


Tree=204
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 133 4 14 10 4 3 2 123 52 1456 1429 1 0 15 41 4 150 12 42 0 4 43 48 3 16
split_gain=1592.46 361.641 219.126 130.257 114.143 102.413 79.2521 74.176 71.8086 67.2669 63.3496 61.9641 59.7619 50.0982 42.9974 62.2035 109.976 40.8768 40.6831 46.0365 38.8398 38.231 36.515 35.5237 35.5033 34.2865 33.4996 44.8374 32.2949 31.6
threshold=0.10124500000000002 -0.40967499999999996 0.12337000000000002 0.10252500000000002 0.099185000000000009 0.085635000000000003 0.27044500000000005 0.062655000000000016 -0.014199999999999999 -0.111605 -0.05647499999999999 0.15109000000000003 0.084025000000000016 0.13389000000000004 0.056325000000000007 0.084770000000000012 0.077845000000000011 -0.052984999999999997 -0.23060499999999998 0.089785000000000018 -0.081224999999999978 0.085455000000000017 0.11734000000000001 0.084145000000000011 -0.066689999999999985 -0.010384999999999998 -0.00045499999999999995 0.084670000000000009 0.11658 0.52822500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 29 3 5 6 21 7 14 17 -10 -11 12 22 26 15 18 -17 -4 -1 20 -20 25 -6 -16 -22 -3 27 -5 -28 -2
right_child=1 2 8 13 11 -7 -8 -9 9 10 -12 -13 -14 -15 23 16 -18 -19 19 -21 24 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.017213698114792633 0.010742009246750981 0.015854314001706959 0.0033824576954991493 0.0018298669078985667 0.011981924159519231 0.0065073472566235498 0.006642704888434197 0.015867801171059712 0.010248953989671725 0.008432805179342048 0.003800157616462629 0.0058292644140235323 0.0063155014443034025 0.011204290663883107 0.016174720938283517 0.012099060506769824 0.0039920652168880053 -0.0021328644924210839 0.013484579826542949 0.0082134913670155168 0.012520983012849927 0.008126119876493065 0.0091432980541144206 0.013198293953354734 0.0089411172726111161 0.011535386664255552 0.0088183403760997495 0.0065462275024026359 0.0056090352688619336 0.014286573687433059
leaf_weight=20 42 25 33 36 350 52 20 80 23 35 169 21 22 20 62 65 22 22 509 22 968 22 51 108 28 65 55 44 70 60
leaf_count=20 42 25 33 36 350 52 20 80 23 35 169 21 22 20 62 65 22 22 509 22 968 22 51 108 28 65 55 44 70 60
internal_value=0 0.00732873 0.00649292 0.00801787 0.0125151 0.0101422 0.0128488 0.0129147 0.00438936 0.00516784 0.00459497 0.0110841 0.011345 0.00646949 0.0127837 0.0126276 0.010049 0.00117633 0.0127726 0.0127145 0.0127803 0.0118298 0.0116209 0.0142838 0.0124203 0.0127351 0.00600756 0.00442387 0.00702113 0.012827
internal_weight=0 773 671 389 2348 164 1904 1884 282 227 204 444 423 225 1804 1634 87 55 1547 1527 1505 112 401 170 996 90 205 80 125 102
internal_count=3121 773 671 389 2348 164 1904 1884 282 227 204 444 423 225 1804 1634 87 55 1547 1527 1505 112 401 170 996 90 205 80 125 102
is_linear=0
shrinkage=0.00313415


Tree=205
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 150 1 2 2 50 12 52 15 40 12 4 151 1 49 157 1 43 3
split_gain=7038.62 1159.13 605.556 509.67 452.857 369.36 310.341 281.45 237.163 216 204.34 132.997 130.302 126.005 138.938 98.286 98.0207 85.1072 83.8156 80.3779 78.9541 78.2652 100.723 77.2761 75.1538 70.0847 68.8055 65.3152 60.7227 55.2929
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14753000000000002 0.09253500000000002 -0.15464999999999998 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.041865000000000006 0.095780000000000018 -0.52606999999999993 -0.41942499999999994 -0.077714999999999992 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 0.12337000000000002 -0.017229999999999999 -0.069619999999999987 0.12958500000000003 -0.00045499999999999995 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 20 27 13 12 -4 -9 17 21 15 -15 19 -7 -2 -6 -3 22 -1 -21 -13 -20 -23 -8 -5 -24
right_child=1 4 10 28 16 9 7 11 -10 -11 -12 24 -14 14 -16 -17 -18 -19 25 23 -22 26 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018262534860924471 0.014830867098424787 0.0064800729361170258 0.013215779761586718 0.0063465108451916923 0.0047459442653395604 0.014131956790202274 0.012753864957694606 0.011412320276138982 0.017271452303993962 0.0086475645822349598 0.0082843398741750413 0.0076948861473837152 0.0097610995697199332 0.010845771445044412 0.0097507311599921761 0.014040662707891786 0.0064431959560765067 0.012652585566267374 0.0095299320175508233 0.0035298540841399808 0.0035371455005464279 0.010938253208734688 0.014746884762869636 -0.00063606311528300132 0.0054062819567242673 0.012895804070381055 0.014039422388107013 0.0091344790428270987 0.0091444275863789906 0.012782611088070047
leaf_weight=21 45 46 34 36 29 200 38 20 76 30 63 125 28 28 25 263 23 209 21 22 50 20 1098 25 54 72 314 20 47 39
leaf_count=21 45 46 34 36 29 200 38 20 76 30 63 125 28 28 25 263 23 209 21 22 50 20 1098 25 54 72 314 20 47 39
internal_value=0 0.00806268 0.0139824 0.0111053 0.00657501 0.0141461 0.00743434 0.00836336 0.014466 0.0128555 0.0100129 0.00744747 0.0131444 0.0143481 0.0134182 0.0137333 0.00351092 0.013376 0.0130146 0.00262352 0.0049473 0.0145451 0.0147445 0.00131394 0.00700447 0.0121358 0.0138537 0.0115058 0.00793087 0.0146795
internal_weight=0 673 2448 221 452 2351 353 257 1884 467 97 199 437 1808 316 291 99 409 138 76 96 1492 1158 47 179 93 334 58 83 1137
internal_count=3121 673 2448 221 452 2351 353 257 1884 467 97 199 437 1808 316 291 99 409 138 76 96 1492 1158 47 179 93 334 58 83 1137
is_linear=0
shrinkage=0.00162114


Tree=206
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 0 49 4 1 457 4 12 4 3 15 12 47 0 43 2 10 48 160
split_gain=9899.38 1605.07 1052.3 817.544 594.249 512.15 331.099 319.073 278.689 264.054 233.641 206.093 172.848 275.312 172.024 171.442 168.028 154.81 116.636 135.789 122.938 95.9358 92.29 79.1021 71.4509 113.538 65.8225 62.0811 59.2129 59.0966
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.09253500000000002 0.11474000000000002 0.14753000000000002 -0.10474999999999998 0.082865000000000008 0.40945500000000007 0.083345000000000016 0.080930000000000016 0.0082450000000000006 0.088105000000000003 -0.52556499999999995 -0.13927999999999999 -0.41942499999999994 0.095780000000000018 0.090100000000000013 -0.065229999999999996 -0.065269999999999981 0.089125000000000024 -0.38124499999999995 0.088735000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 11 16 -5 -6 14 13 15 -4 -1 22 18 19 -14 -21 -13 28 -3 -20 -26 -17 -23 -7 -16
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 21 17 -15 29 26 -18 -19 24 20 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014525270678200117 0.014858077285658555 0.0068957491343023675 0.0076156486273147384 0.013629602205391073 0.013343574580484055 0.015078976359469892 0.018355152284150623 0.0088788512253462105 0.0091214432868785694 0.0080802900942619112 0.0076090000254491197 0.0040531930485103677 0.019734031415877158 0.017276307118618814 0.0058660369593396423 0.012022456147584735 0.0090818701174638396 0.013192880817518153 0.014962425484434196 0.011768476699367144 0.015705517795431535 0.0024261824805830922 0.013091954773994227 0.0095864245576661837 0.01024939742612979 0.015084010292981204 0.0089169957221817957 -0.00099792365735330065 0.01261325441244255 0.0031615183701941408
leaf_weight=49 71 191 44 34 77 153 79 37 39 63 24 32 21 36 28 39 20 98 739 21 747 25 197 33 22 29 32 30 30 81
leaf_count=49 71 191 44 34 77 153 79 37 39 63 24 32 21 36 28 39 20 98 739 21 747 25 197 33 22 29 32 30 30 81
internal_value=0 0.00764159 0.00679048 0.0145911 0.00874927 0.0147795 0.0151384 0.00449226 0.0132163 0.0100254 0.0119809 0.003816 0.0149997 0.013384 0.00493739 0.0122163 0.0136156 0.01515 0.0152715 0.015708 0.0155979 0.0018439 0.0138542 0.00729214 0.0148356 0.0129985 0.0106228 0.000558488 0.0146748 0.00385626
internal_weight=0 673 602 2448 325 2351 1912 277 439 97 101 240 1833 156 153 120 400 1677 1579 789 768 87 380 224 790 51 71 55 183 109
internal_count=3121 673 602 2448 325 2351 1912 277 439 97 101 240 1833 156 153 120 400 1677 1579 789 768 87 380 224 790 51 71 55 183 109
is_linear=0
shrinkage=0.00160478


Tree=207
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 2 1 150 1 2 49 1 2 12 4 1 1 40 475 156 3 50 15 156 52
split_gain=9082.25 1409.85 729.613 683.237 558.756 472.679 372.713 257.208 312.603 256.14 241.056 234.121 160.211 151.408 164.044 133.208 126.558 110.496 109.203 116.297 93.4936 91.8043 85.9555 74.4216 71.3065 65.365 63.0894 65.3666 63.0755 70.8719
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.14285500000000004 0.09253500000000002 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -0.054984999999999992 0.16175000000000003 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.13075500000000004 0.13288500000000003 -0.077714999999999992 -0.079029999999999975 0.087825000000000014 0.090900000000000009 0.041865000000000006 -0.090344999999999995 1.0000000180025095e-35 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 22 -8 -9 13 12 -4 23 18 17 -2 26 -15 19 -1 -5 -10 -3 -7 -20 -21 27 -6 29 -25
right_child=1 4 11 20 16 10 7 8 21 -11 -12 -13 -14 14 -16 -17 -18 -19 24 25 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.02158848972704586 0.010557798888430191 0.006420431508494878 0.015130315557937424 0.0092154550584548078 0.0040788893315470715 0.017482931749527329 0.01408550186873567 0.015261078015030656 0.0079716180031992514 0.020206869813999918 0.010257535818733367 0.0090205757207764241 0.010791343007646613 0.012363175715174278 0.010898038443228446 0.015484046529711384 -0.0013169234469889144 0.016284109796078569 0.01621393362046647 0.017216970064643313 0.0048334249216309116 0.0041099686690625305 0.0028662898411402076 0.013894774994152868 0.012559802874078044 0.014744986623908355 0.0063319426190732641 1.9019795505022174e-06 0.017160421756820334 0.015718847569125793
leaf_weight=21 23 46 34 60 45 54 30 20 163 76 39 63 28 28 25 121 21 263 314 1098 24 25 50 151 20 39 25 20 46 149
leaf_count=21 23 46 34 60 45 54 30 20 163 76 39 63 28 28 25 121 21 263 314 1098 24 25 50 151 20 39 25 20 46 149
internal_value=0 0.00842217 0.0162053 0.0122164 0.00647819 0.0164134 0.00769031 0.0089492 0.00820839 0.0168323 0.0147235 0.0111621 0.0151305 0.0166905 0.0155106 0.0146972 0.00283091 0.0159068 0.0169404 0.017213 0.00796345 0.0074581 0.00456932 0.0154342 0.0159951 0.0171322 0.00379874 0.00282443 0.0151144 0.0148007
internal_weight=0 673 2448 228 445 2351 334 238 208 1884 467 97 428 1808 316 144 111 291 1492 1158 84 188 96 400 334 1137 90 65 346 300
internal_count=3121 673 2448 228 445 2351 334 238 208 1884 467 97 428 1808 316 144 111 291 1492 1158 84 188 96 400 334 1137 90 65 346 300
is_linear=0
shrinkage=0.0018764


Tree=208
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 2 4 150 46 11 124 2 34 123 13 483 4 49 3 124 160 12 52 42 4 15 12 133 4 3
split_gain=1712.26 387.115 231.53 150.301 121.063 74.5714 74.0976 68.6702 63.6291 56.3971 54.8347 51.8415 46.0215 44.2788 43.909 42.3735 48.5715 44.4817 41.9053 37.6904 36.877 41.0798 35.2537 34.4148 43.99 38.791 31.925 30.8042 30.2104 39.9239
threshold=0.10124500000000002 -0.40967499999999996 0.13657000000000002 0.088105000000000003 0.091265000000000013 0.14285500000000004 0.27834500000000006 0.11456000000000001 0.083550000000000013 1.0000000180025095e-35 -0.076779999999999987 0.17025000000000004 -0.038779999999999995 0.084025000000000016 -0.016469999999999995 0.085510000000000017 0.53859500000000016 -0.088694999999999982 -0.12018999999999998 -0.083769999999999983 1.0000000180025095e-35 0.11734000000000001 -0.085984999999999992 0.079510000000000011 -0.080744999999999997 0.040760000000000005 0.096475000000000019 0.089200000000000015 -0.085594999999999991 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 7 10 26 9 15 18 13 12 -4 -6 -14 17 -17 -3 -1 -20 21 23 -19 25 -25 -12 -5 -24 -21 -30
right_child=1 2 11 6 5 -7 -8 -9 -10 -11 20 -13 14 -15 -16 16 -18 22 19 28 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=0.0087627966177960225 0.011380035306947648 0.0080186592898074064 0.00058048602940474845 0.012637633578315476 0.0099432001067475961 0.0066261533808138163 0.0061441094376272704 0.0073657835423386886 0.010395136597335364 0.014055844995800952 0.0090132620781103526 0.00063641865991001393 0.0033691833924658562 0.0048482087550497481 0.0071407143104761858 0.010746501888068673 0.0049884574573438147 0.0019198035774714568 0.0079187510128899651 0.012549062777223606 0.011760146184295156 0.0077424107415911773 0.0055132854321967122 0.014766039322011197 0.010856760193622739 0.011236304652066948 0.009283854010183867 0.0029724957089723681 0.011553295375565308 0.0079483001871523667
leaf_weight=39 102 33 24 30 29 39 46 28 20 68 163 49 61 22 36 22 21 30 20 234 169 42 188 23 257 89 68 43 1103 23
leaf_count=39 102 33 24 30 29 39 46 28 20 68 163 49 61 22 36 22 21 30 20 234 169 42 188 23 257 89 68 43 1103 23
internal_value=0 0.0064646 0.00571739 0.00664405 0.0111115 0.0102822 0.00897958 0.0115675 0.00570198 0.0116466 0.0104618 0.00298648 0.00393816 0.00774536 0.00476893 0.00542346 0.00793443 0.00505621 0.0115311 0.0116094 0.0106482 0.0103209 0.00468164 0.0105244 0.0111779 0.00979838 0.0103105 0.00504032 0.0116637 0.0114797
internal_weight=0 773 671 501 2348 833 144 1515 357 1487 794 170 121 51 97 337 43 294 1419 1380 743 574 261 532 280 252 98 231 1360 1126
internal_count=3121 773 671 501 2348 833 144 1515 357 1487 794 170 121 51 97 337 43 294 1419 1380 743 574 261 532 280 252 98 231 1360 1126
is_linear=0
shrinkage=0.00270814


Tree=209
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 2 150 1 4 12 44 15 43 14 151 52 0 12 16 0 49 2 2 133 3 0 0 4 4 12
split_gain=1395.75 204.43 187.528 130.546 148.75 126.596 91.6624 81.8138 79.5845 75.8439 60.5283 78.6526 57.755 46.2251 53.0355 48.1838 49.5034 44.492 44.2236 44.1345 43.2214 40.6614 39.6238 38.6079 38.5943 37.4682 37.9179 37.1527 55.9878 32.6481
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.11924500000000002 -0.04890499999999999 0.14285500000000004 0.076925000000000007 0.14860500000000001 0.40124500000000002 0.086700000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -0.095049999999999982 -0.46413499999999996 0.050660000000000004 0.12354000000000001 -0.14920999999999998 -0.015429999999999998 -0.071854999999999988 -0.14920999999999998 -0.054319999999999993 0.12198500000000001 0.10276500000000001 0.084990000000000024 -0.13927999999999999 -0.13843999999999998 -0.036484999999999997 -0.10429499999999998 -0.42529999999999996 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 12 6 25 13 9 19 11 17 -1 -3 15 16 21 -6 -11 -4 -14 -15 -19 -22 -20 -2 29 28 -26 -27
right_child=1 7 8 -5 10 -7 -8 -9 -10 18 -12 -13 20 14 -16 -17 -18 22 24 -21 23 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.011143185335842984 0.0071053881520892464 0.0084962772712789993 0.017965078772949391 0.0035264613601690585 0.013156952098221495 0.0035776263712392125 0.0061055993381551651 0.00014506438003319521 0.0062663003933735462 0.013231952655728347 0.017677023689517693 0.014380211180060939 0.0094008091107751698 0.0091344606122809122 0.0096620670374459108 0.0072431197990166134 0.0012921612550338365 0.010344729711862073 0.014162986312648554 0.013845645645971417 0.0016658381056180863 0.0023060724534673203 0.0052889443391387616 0.0074252769737885608 0.012108593632904644 0.015221415554716268 0.0080986002330667127 0.011973210088206693 0.0045628068391864365 0.011277979449902891
leaf_weight=52 25 42 33 30 47 50 63 46 21 725 25 100 39 22 21 38 86 73 90 587 27 20 25 29 27 38 28 616 21 75
leaf_count=52 25 42 33 30 47 50 63 46 21 725 25 100 39 22 21 38 86 73 90 587 27 20 25 29 27 38 28 616 21 75
internal_value=0 0.00648386 0.01255 0.0105098 0.0110122 0.00857416 0.00966511 0.00436314 0.0129801 0.0130473 0.0125397 0.0120155 0.00820672 0.00521044 0.00447245 0.00381593 0.00279848 0.0103846 0.0126207 0.0140649 0.00659939 0.00588285 0.00905499 0.0046484 0.012033 0.011016 0.0117094 0.0117443 0.00880731 0.0126041
internal_weight=0 554 2567 447 417 279 229 275 2120 2099 270 245 147 229 187 166 128 145 1479 620 95 42 98 56 754 166 141 664 48 113
internal_count=3121 554 2567 447 417 279 229 275 2120 2099 270 245 147 229 187 166 128 145 1479 620 95 42 98 56 754 166 141 664 48 113
is_linear=0
shrinkage=0.003466


Tree=210
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 4 15 132 12 1375 43 11 4 3 160 49 0 15 51 49 52 39 15 1 13 0 16 51 4 3
split_gain=1131.59 279.704 137.363 110.844 103.021 86.1159 71.6182 70.6722 69.3035 60.401 56.7868 53.65 52.1684 50.5819 49.5991 44.8177 43.6688 38.7002 38.6992 36.5182 58.2257 42.0656 35.3824 35.2734 35.2677 31.8172 30.909 30.5873 30.1849 29.8777
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.087735000000000021 0.40124500000000002 0.050935000000000008 0.10365500000000001 0.095780000000000018 -0.15308499999999997 -0.078139999999999973 1.0000000180025095e-35 0.27287000000000006 0.11924500000000002 -0.085579999999999976 -0.014169999999999999 -0.23194499999999998 -0.43375999999999998 -0.096089999999999981 -0.072814999999999977 -0.04127999999999999 0.091820000000000013 0.13592500000000005 0.15022500000000003 -0.086134999999999975 -0.13027499999999997 -0.082179999999999989 -1.0000000180025095e-35 -0.059649999999999988 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 12 8 9 23 11 -4 -11 25 -2 15 -13 -12 -1 -14 -18 -20 -21 28 29 -5 -6 -3 -17 -26 -22 -10
right_child=3 5 6 7 24 -7 -8 -9 22 10 13 14 17 -15 -16 26 18 -19 19 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.015415978663355428 0.0093012312199581976 0.0080027668096047926 0.0012995216773904088 0.0013201303733734731 0.0077088074114660607 0.0061147938755575408 0.012806776863896608 0.0061877716497557474 0.012609244446272932 0.0055423574522945546 0.0070492166723341498 0.0092094854320450021 0.0085131260836708231 0.0057979440768382755 0.015064805989587 0.01437719134778692 0.01310859356188979 0.0031952924261730142 0.013416777938354213 0.0041247229776820967 0.014418360181262918 0.0065227033309114002 0.007018722631898764 -0.0039421306494698393 0.0057743595060766447 0.011701473217266022 0.0098436135955189911 0.0018027827240977557 0.0094669654697726296 0.010287410112251393
leaf_weight=22 89 27 20 53 20 35 26 28 74 120 48 20 26 55 94 24 44 39 22 25 25 27 33 20 30 1467 60 84 32 432
leaf_count=22 89 27 20 53 20 35 26 28 74 120 48 20 26 55 94 24 44 39 22 25 25 27 33 20 30 1467 60 84 32 432
internal_value=0 0.0108258 0.008674 0.00467093 0.00573822 0.0113681 0.00741351 0.00162754 0.0114538 0.00698469 0.00735505 0.011805 0.00762187 0.00851828 0.0140376 0.00965176 0.0109326 0.00532243 0.010369 0.00944887 0.00864801 0.00999422 0.0104061 -0.000121585 0.00357344 0.0116346 0.0111389 0.00284793 0.0116386 0.010627
internal_weight=0 2732 550 389 288 2182 353 101 2147 327 307 1608 154 187 114 132 197 65 175 131 109 84 539 73 134 1494 84 114 57 506
internal_count=3121 2732 550 389 288 2182 353 101 2147 327 307 1608 154 187 114 132 197 65 175 131 109 84 539 73 134 1494 84 114 57 506
is_linear=0
shrinkage=0.0033763


Tree=211
num_leaves=31
num_cat=0
split_feature=1 52 2 12 0 4 1 16 2 3 47 484 51 11 151 3 0 16 160 96 3 3 150 52 40 43 159 16 9 2
split_gain=925.622 207.694 137.501 96.0758 85.0932 67.115 67.8311 68.572 55.0427 52.9556 52.0293 49.4392 44.935 40.17 37.1755 36.8165 36.3778 35.4838 34.3931 32.9284 35.106 56.1603 35.3353 31.6503 31.471 31.3562 29.4344 33.3962 29.0987 42.5052
threshold=0.10124500000000002 -0.43320999999999993 0.13754500000000003 0.088105000000000003 0.18019500000000002 0.042705000000000007 0.083345000000000016 -0.50339499999999993 0.13913500000000004 0.10299500000000002 0.084210000000000021 -1.0000000180025095e-35 0.10411500000000001 1.0000000180025095e-35 0.050660000000000004 -0.12711499999999995 -0.019414999999999998 -0.007794999999999999 -0.085764999999999994 0.088850000000000026 0.076840000000000006 0.11658 0.102565 -0.037344999999999996 -0.0036699999999999992 0.0061450000000000003 0.089270000000000016 -0.12029499999999999 0.092235000000000011 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 8 7 -7 9 13 -8 -3 26 14 15 17 -11 -1 -15 20 22 -22 24 -14 -13 -17 27 -4 29 -5
right_child=1 2 12 28 -6 6 10 -9 -10 16 -12 19 23 18 -16 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010373410436719502 0.010504727995796759 0.0093603620990878583 0.0014224459575641324 0.009798733332758762 0.0042381141828154991 0.01265399400785586 0.0016870511657058468 0.0085303647157659156 0.0048143028978923884 0.0038463019297663918 0.007977096707387301 0.0045921892416927188 0.002060138657038578 0.0088751243033075213 0.0077120815293365867 0.01074571232615445 0.010044579993374022 0.004117656606952509 0.013520093305038124 0.00052920038226232939 0.0099320187648901381 0.00499757277814888 0.0080980447178413215 0.007684378176006308 0.0014856521052191087 0.0095275905137283314 0.0034466295079214715 -0.0037317055328788037 0.0045484806048412367 0.0052017069312792364
leaf_weight=21 94 28 49 105 28 59 24 200 20 23 39 101 20 23 57 1445 20 20 83 20 35 102 21 26 58 286 44 20 21 29
leaf_count=21 94 28 49 105 28 59 24 200 20 23 39 101 20 23 57 1445 20 20 83 20 35 102 21 26 58 286 44 20 21 29
internal_value=0 0.00582209 0.00517383 0.00601023 0.0100626 0.0101329 0.00870887 0.00946972 0.0103624 0.0104185 0.00558089 0.00506873 0.00243845 0.0105005 0.0103839 0.0104699 0.00672922 0.00732182 0.0125122 0.00471215 0.00497606 0.0062582 0.00400021 0.00523906 0.00345899 0.0105445 0.00129838 -7.1511e-05 0.00822732 0.00880385
internal_weight=0 773 679 520 2348 2320 322 259 1998 1978 63 365 159 1935 1829 1772 43 41 106 337 317 137 180 46 159 1731 113 69 155 134
internal_count=3121 773 679 520 2348 2320 322 259 1998 1978 63 365 159 1935 1829 1772 43 41 106 337 317 137 180 46 159 1731 113 69 155 134
is_linear=0
shrinkage=0.00336122


Tree=212
num_leaves=31
num_cat=0
split_feature=1 12 1456 3 1375 97 2 39 16 132 4 4 2 2 13 3 15 1 51 4 49 0 16 52 15 1429 15 48 160 158
split_gain=756.462 180.255 95.8007 81.8717 77.256 88.2341 75.132 69.1629 60.9351 60.3358 60.2309 45.5514 49.1758 45.2973 43.9097 67.4029 38.4553 45.6095 38.4295 38.2301 36.5547 35.5206 34.35 35.2014 34.2436 35.4281 31.2296 31.4276 30.64 29.8283
threshold=0.11690500000000002 0.051320000000000005 -0.077944999999999987 0.31299000000000005 -0.096099999999999977 -0.0047149999999999996 0.10005000000000001 0.087735000000000021 0.15891500000000003 0.10365500000000001 0.053180000000000012 -0.033174999999999989 0.116525 -0.090999999999999984 -0.085384999999999975 -0.15447499999999995 -0.41942499999999994 0.13869000000000004 0.11144500000000002 0.42642000000000008 -0.085174999999999987 -0.046359999999999991 -0.0092699999999999987 0.0046550000000000003 -0.11713499999999999 0.084545000000000009 -0.42198999999999992 0.097945000000000018 -1.0000000180025095e-35 0.083705000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -4 -6 13 11 19 16 14 -2 -13 -7 15 -3 -5 -18 -16 20 -8 -17 23 -22 -15 -26 -14 -28 -20 -12
right_child=3 10 4 9 5 6 8 -9 -10 -11 29 12 26 24 18 21 17 -19 28 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.011058186059736361 0.0083271132988665848 0.013770265827221092 0.00078615894689203474 0.002739557044703347 0.0015701063136302441 0.0043529153513974916 0.0075634528059880819 0.0024263213545418247 0.0081273137565168047 0.0044354505337369328 0.0060706637582819134 0.0063783018341142927 0.0056203916153274589 0.011702490172698404 0.0079467620396547218 0.0087993988499956242 0.00040425476235706777 -0.0053560659438667713 0.0048324702822244575 0.0075899730403841178 0.0034813228039705614 0.0054928370453785347 0.00093782599272040456 0.0076297408096275988 0.0081981417387576236 0.004089938643106218 -0.00066358730406239103 0.0041569974623647428 0.0080780004986765047 0.008266950614540346
leaf_weight=30 32 22 25 20 35 31 21 134 49 28 206 60 22 20 1327 427 27 20 62 29 92 29 34 21 143 20 26 20 40 69
leaf_count=30 32 22 25 20 35 31 21 134 49 28 206 60 22 20 1327 427 27 20 62 29 92 29 34 21 143 20 26 20 40 69
internal_value=0 0.0075138 0.00603463 0.00320464 0.00574481 0.00599525 0.00633195 0.0039586 0.00524216 0.00087134 0.00788664 0.00524188 0.00447057 0.00758469 0.00806904 0.00882758 -0.000618139 -0.00204695 0.00781532 0.00452454 0.00399539 0.00858911 0.00348566 0.00425227 0.00813215 0.00769407 0.00278728 0.00143232 0.00610523 0.00662173
internal_weight=0 2732 550 389 520 495 460 294 246 95 2182 160 128 214 1907 478 67 47 1429 197 168 456 147 113 183 163 68 46 102 275
internal_count=3121 2732 550 389 520 495 460 294 246 95 2182 160 128 214 1907 478 67 47 1429 197 168 456 147 113 183 163 68 46 102 275
is_linear=0
shrinkage=0.00289113


Tree=213
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 150 1 2 4 1 50 2 40 2 1 1 4 4 15 1 52 4 0 133
split_gain=7883.91 1202.33 666.038 592.437 468.674 434.581 345.669 254.067 253.181 226.637 226.435 136.047 135.824 150.688 129.539 109.244 99.6345 79.8759 74.0842 73.4215 70.2363 68.9456 67.693 66.2074 64.0916 62.6139 52.6952 49.9952 44.8996 44.066
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -0.062539999999999984 0.12337000000000002 0.041865000000000006 0.087675000000000017 -0.077714999999999992 -1.0000000180025095e-35 0.13075500000000004 0.13265500000000002 -0.51843499999999987 -0.0073899999999999999 -0.089964999999999976 0.14754500000000001 0.31405000000000005 -0.036839999999999991 0.14486500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 18 -8 12 -4 11 23 17 19 -9 27 24 26 -3 -14 29 -16 -19 28 25 -6 -1 -2 -7 -5
right_child=1 4 9 20 16 10 7 14 -10 -11 -12 -13 13 -15 21 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031943696175363419 0.031524004919064284 0.021174909247388851 0.02978211117536084 0.021679923034391219 0.019724589499930691 0.030996212206132408 0.027470807267580687 0.027101400449769782 0.034826289189087985 0.023555450174005507 0.024894060868798126 0.025535370637767531 0.027448729977942305 0.025468275575685477 0.022590814952210356 0.025715970063100366 0.021227693157284618 0.034483014954278732 0.01775709989236211 0.030759388740503373 0.019934879728380202 0.018957921864078429 0.030853628184331208 0.029099811039295487 0.014023720384045448 0.015844860007922082 0.028824137798898662 0.028955693511512847 0.028124112642021245 0.025136428733826752
leaf_weight=789 50 46 34 22 33 194 54 22 76 63 41 28 28 25 139 27 26 20 50 263 24 23 662 181 22 30 21 67 23 38
leaf_count=789 50 46 34 22 33 194 54 22 76 63 41 28 28 25 139 27 26 20 50 263 24 23 662 181 22 30 21 67 23 38
internal_value=0 0.0232178 0.0307291 0.0268471 0.0213582 0.030935 0.0225081 0.0237639 0.0313511 0.025738 0.0292566 0.0296765 0.031205 0.0300474 0.022676 0.02924 0.0178982 0.0314502 0.0193948 0.0304408 0.022745 0.022075 0.0309601 0.0299678 0.0168798 0.0178771 0.0318628 0.0300533 0.0306918 0.023869
internal_weight=0 673 2448 228 445 2351 334 238 1884 97 467 426 1808 316 184 144 111 1492 96 291 84 162 682 398 85 63 810 117 217 60
internal_count=3121 673 2448 228 445 2351 334 238 1884 97 467 426 1808 316 184 144 111 1492 96 291 84 162 682 398 85 63 810 117 217 60
is_linear=0
shrinkage=0.00194363


Tree=214
num_leaves=31
num_cat=0
split_feature=4 3 2 9 44 147 14 0 157 4 1 48 123 149 4 15 4 12 4 3 15 13 1 15 159 43 42 4 484 3
split_gain=742.045 240.247 152.528 119.768 82.412 92.3012 76.8168 122.635 122.744 100.589 64.067 64.0227 56.9858 55.4705 53.835 45.1959 42.9666 43.3189 47.8913 42.9549 39.3631 37.9781 36.6952 34.9638 32.7696 32.6596 29.9263 29.3225 28.6799 28.6727
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.081805000000000017 0.094075000000000006 0.062655000000000016 -0.13027499999999997 -0.067349999999999979 0.022185000000000003 0.14699000000000004 0.092475000000000016 0.084880000000000025 0.07770500000000001 0.49041500000000005 -0.14147499999999996 0.018150000000000003 -0.087484999999999993 -0.52556499999999995 -0.015584999999999998 -0.46471999999999997 -0.01163 0.11910500000000002 -0.41396999999999995 0.082105000000000025 -1.0000000180025095e-35 0.10755000000000002 0.40124500000000002 -0.079429999999999987 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 5 6 7 8 -5 19 12 16 13 20 -14 -13 17 -9 -19 -10 25 -1 27 -12 -3 -2 -20 -22 -17 -16
right_child=10 24 -4 4 -6 -7 -8 11 9 -11 23 15 14 -15 29 28 -18 18 26 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0072385390674533038 0.0043431213842596008 0.0057892770172939811 0.0011423060386069601 -0.00056914288304466031 0.014656011359653599 0.0034005041475174392 0.012758006236138054 0.0064260202911963554 0.0016878898918425529 0.01186027381613855 0.0032719071828251635 0.010491435214218796 -0.0021204666745876649 0.010993247887869361 0.0070611887644981162 0.010482559864864609 0.0089031344280338792 0.014618045572705818 0.010386303328759802 0.0071709031712911984 0.0091803776131268097 0.0013210502597232824 0.0021125560390075236 -0.0019891580728756712 0.0014067804114832963 0.0094180058333001668 0.0088820866261368099 0.0045822293776414469 0.0063488282806279063 0.0022968949737507418
leaf_weight=26 22 38 23 21 38 25 93 32 20 49 35 59 20 21 23 22 305 28 1584 73 20 22 51 23 37 38 160 64 114 35
leaf_count=26 22 38 23 21 38 25 93 32 20 49 35 59 20 21 23 22 305 28 1584 73 20 22 51 23 37 38 160 64 114 35
internal_value=0 0.00947897 0.00964188 0.00971507 0.00981002 0.00973878 0.00980068 0.0096892 0.00691065 0.00801681 0.00436948 0.00988577 0.00499759 0.00587454 0.00256909 0.0080686 0.0100538 0.0102483 0.0103173 0.00599176 0.0053233 0.00452636 0.00433045 0.00118562 0.00362725 0.00755721 0.0102483 0.00567703 0.00701752 0.00418618
internal_weight=0 2769 2694 2671 2623 2585 2560 2467 163 142 352 2304 294 216 78 195 2109 1804 1772 93 195 48 135 58 75 60 1744 84 136 58
internal_count=3121 2769 2694 2671 2623 2585 2560 2467 163 142 352 2304 294 216 78 195 2109 1804 1772 93 195 48 135 58 75 60 1744 84 136 58
is_linear=0
shrinkage=0.00331473


Tree=215
num_leaves=31
num_cat=0
split_feature=1 2 97 0 2 44 3 13 52 14 4 13 0 1 49 2 3 151 14 12 0 400 16 160 1446 0 4 15 0 43
split_gain=607.498 160.571 94.567 91.107 82.4456 65.0564 57.6758 57.5655 56.0004 48.8325 48.3127 47.9662 43.9147 45.2887 44.8163 47.1296 43.176 40.0258 36.8361 33.3335 32.0584 31.8341 31.468 40.2753 28.6993 28.2119 29.6955 27.8628 23.8757 23.6987
threshold=0.11829500000000003 0.10045500000000002 -0.0047149999999999996 -0.13843999999999998 0.15361500000000003 1.0000000180025095e-35 0.31370500000000007 -0.47860499999999995 0.090245000000000006 0.076975000000000002 0.41379000000000005 -0.14179999999999995 -0.11013499999999998 0.083135000000000014 -0.15498999999999999 -0.090999999999999984 -0.0049599999999999991 -1.0000000180025095e-35 -0.46166999999999997 0.087695000000000009 -0.026509999999999995 -0.065974999999999992 0.042200000000000008 -0.081639999999999976 0.095780000000000018 -0.097024999999999986 0.076415000000000025 -0.24436499999999997 0.010870000000000003 0.0010100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 11 9 10 27 -3 12 20 -5 13 -4 -14 17 -15 -16 -12 -17 25 -13 -21 -24 29 26 -2 -8 -25 -23
right_child=6 3 5 4 -6 -7 7 -9 -10 -11 18 21 14 16 15 19 -18 -19 -20 22 -22 24 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0034258346747350951 0.0016648751728687552 0.0039966906679847567 0.0086506868087082803 0.0037905457260163033 0.0014568210291848653 0.014028684537780795 0.0051286878355095173 -0.0015963177706004696 0.0093959943509090184 0.010777515643719199 0.0067560023376343203 0.0040137590097123104 0.01306096202774674 0.0015715418637890384 0.0027886256388919913 0.008964256972824108 0.0065771408927337988 0.0085270530923156427 0.0023803865478097407 0.008364828747915826 0.0025909586360784369 0.0086247115198044774 0.0028914587305361259 0.0069789009158166028 0.0047878434159873218 0.0075975192204793453 0.0067654721937226115 0.00057764899370018631 0.010607235510176222 0.0068925562539808851
leaf_weight=36 20 146 63 30 22 20 36 34 21 81 22 20 20 23 26 780 58 21 112 785 26 308 21 130 25 71 24 20 20 100
leaf_count=36 20 146 63 30 22 20 36 34 21 81 22 20 20 23 26 780 58 21 112 785 26 308 21 130 25 71 24 20 20 100
internal_value=0 0.00796922 0.00839296 0.00665511 0.00730971 0.00848027 0.00372494 0.00157679 0.00467565 0.00842555 0.00442797 0.0075763 0.0083277 0.00668481 0.00845892 0.00840729 0.0051558 0.0053526 0.00309877 0.00849 0.00569119 0.00782702 0.00810305 0.0069013 0.00800315 0.00639211 0.00444702 0.00350332 0.00746268 0.00820016
internal_weight=0 2756 2084 672 505 2048 365 90 167 2028 275 483 1947 144 1803 1783 81 47 134 1736 141 453 956 171 433 115 44 56 150 408
internal_count=3121 2756 2084 672 505 2048 365 90 167 2028 275 483 1947 144 1803 1783 81 47 134 1736 141 453 956 171 433 115 44 56 150 408
is_linear=0
shrinkage=0.00309151


Tree=216
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 2 2 124 4 14 2 34 13 133 15 16 132 13 16 52 123 0 1 1429 52 39 4 1 12
split_gain=2465.68 522.931 290.626 242.837 216.188 184.528 108.396 102.855 79.6799 78.9137 74.809 72.2459 60.7959 47.8967 47.187 45.1823 71.4057 52.3623 68.792 58.7992 67.5141 44.4629 43.2958 41.2955 85.0529 55.4967 40.6611 36.2538 66.5824 49.7974
threshold=0.10312500000000001 -0.40967499999999996 0.13657000000000002 0.36766000000000004 0.088105000000000003 0.091265000000000013 0.11474000000000002 0.14285500000000004 -0.076779999999999987 -0.17966999999999997 0.062655000000000016 0.17025000000000004 -0.028109999999999996 -0.016469999999999995 0.089200000000000015 -0.016799999999999995 -1.0000000180025095e-35 0.08696000000000001 -0.011914999999999999 -0.50690499999999983 -0.012859999999999998 0.084025000000000016 -0.063634999999999983 0.080270000000000022 0.084690000000000015 0.31359500000000001 0.085425000000000015 -0.013125 0.086455000000000018 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 10 22 8 21 -3 23 12 -4 -14 15 17 -17 18 -11 -20 -21 -7 -6 25 26 -1 -25 -10 29 -29
right_child=1 2 11 -5 6 7 -8 -9 27 14 -12 -13 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.013218690147210471 0.012728800942573788 0.010714217957560708 0.0017266330271250572 0.0047383882647070788 0.012303304482664945 0.010807853866153624 0.0066157973175393582 0.0078131270630544675 0.012396199866869748 0.0059577941235112487 0.015396483178897521 0.0016082504249156119 0.0045628531768041177 0.0080009125901709215 0.0041572062028355679 0.0077884274337673169 0.0017597272823750788 0.0038363350381025577 0.0067767095863130152 0.0085737315672525464 0.013854620400409396 0.0064836870056185136 0.0087684462147873208 0.012634113887072267 0.0078526110714219211 0.010060801706761217 0.0094264982819135083 0.012954473135900268 0.0078770724140561944 0.010978203049282612
leaf_weight=900 90 24 25 23 74 31 36 39 415 86 65 49 60 36 49 20 24 24 46 41 20 23 26 478 23 32 23 109 28 202
leaf_count=900 90 24 25 23 74 31 36 39 415 86 65 49 60 36 49 20 24 24 46 41 20 23 26 478 23 32 23 109 28 202
internal_value=0 0.0074104 0.0066625 0.0123582 0.0076175 0.0124322 0.010122 0.0115508 0.0117312 0.0065977 0.0129231 0.0040222 0.00499975 0.00585213 0.006279 0.00667735 0.00450005 0.00711883 0.00752702 0.00878826 0.0103052 0.00896608 0.0113842 0.0128127 0.0122834 0.0131103 0.0124869 0.0119292 0.0113575 0.0116709
internal_weight=0 730 640 2391 470 2368 136 847 808 334 1521 170 121 96 310 261 44 217 193 107 61 54 100 1456 524 932 501 754 339 311
internal_count=3121 730 640 2391 470 2368 136 847 808 334 1521 170 121 96 310 261 44 217 193 107 61 54 100 1456 524 932 501 754 339 311
is_linear=0
shrinkage=0.00235641


Tree=217
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 30 14 2 3 159 12 2 2 0 49 4 150 3 12 4 123 42 1 12 2 49 1 16 43 0
split_gain=4350.3 737.221 483.487 355.924 274.094 225.418 209.189 207.089 204.085 154.844 140.349 108.061 100.653 95.2574 168.487 92.8813 84.0719 83.7542 78.6016 86.7328 75.1304 73.3752 71.7877 71.3111 54.5501 61.0803 51.369 46.0665 51.7566 42.417
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 0.10045500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.13033999999999998 -0.022174999999999997 -1.0000000180025095e-35 -0.029094999999999999 0.13501500000000002 0.17025000000000004 -0.10836499999999999 0.082865000000000008 0.42051500000000003 1.0000000180025095e-35 0.30112000000000005 0.087695000000000009 -0.52556499999999995 0.087755000000000014 -0.044809999999999996 0.083135000000000014 0.095780000000000018 0.087995000000000004 -0.069799999999999987 0.11507500000000002 0.013515000000000001 -0.11720999999999999 0.010870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 6 7 -1 26 -4 21 16 15 14 22 17 23 20 19 -15 -11 -5 -9 -12 -24 -26 -3 -20 -29 -30
right_child=1 2 9 10 -6 -7 -8 13 -10 12 11 -13 -14 18 -16 -17 -18 -19 27 -21 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=0.0061671707890776015 0.011026013281001947 0.011781433215506234 0.0075995815572485175 0.0097355144231926032 0.0054912188067171254 0.0053958661304191217 0.013906832797110778 0.010559123033886583 0.0055341920230884663 0.0078320485361465294 0.011218737137738041 0.0071312115633735684 0.0010821788178087199 0.015237452394020445 0.013034597920572689 0.0027115346031362656 0.0071564827260733582 0.002764761161659341 0.011117715326959486 0.011594248132582882 0.0036570144570575772 0.0057815296638901205 0.0095534746283346648 0.009650690275927647 0.0085862484982621289 0.0043688727060183447 0.0089772876949663575 0.0076928543877589446 0.010086644891295203 0.012817240224034288
leaf_weight=25 74 40 26 21 204 20 83 42 38 36 161 39 54 20 37 113 26 30 753 768 20 42 28 187 20 21 38 23 112 20
leaf_count=25 74 40 26 21 204 20 83 42 38 36 161 39 54 20 37 113 26 30 753 768 20 42 28 187 20 21 38 23 112 20
internal_value=0 0.00588305 0.00524769 0.0108412 0.00669657 0.0111647 0.0112238 0.0111047 0.00881632 0.0035859 0.00950074 0.00986703 0.00317343 0.0111716 0.00984278 0.00374091 0.0101523 0.00509345 0.0112876 0.0116867 0.00634096 0.00709952 0.00877884 0.0103761 0.0076952 0.00642613 0.0104153 0.0109412 0.0100838 0.0105004
internal_weight=0 673 599 2448 320 1972 1952 1869 116 279 476 413 253 1844 148 199 374 86 1696 788 56 63 111 348 69 41 78 908 155 132
internal_count=3121 673 599 2448 320 1972 1952 1869 116 279 476 413 253 1844 148 199 374 86 1696 788 56 63 111 348 69 41 78 908 155 132
is_linear=0
shrinkage=0.00172713


Tree=218
num_leaves=31
num_cat=0
split_feature=4 3 2 9 457 44 4 0 12 2 14 43 96 149 49 4 1 13 1 2 4 3 133 12 159 1 160 484 3 43
split_gain=634.675 196.929 130.13 97.3056 70.8504 63.1879 68.7865 79.1878 67.3446 57.7195 56.886 54.4784 49.0257 48.6902 48.569 48.4581 36.3381 33.6567 33.0253 48.1062 61.4653 44.4619 39.0294 38.7688 28.6566 28.2565 27.716 27.6107 27.4373 25.6554
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.31508000000000008 0.081805000000000017 -0.072334999999999997 -0.036484999999999997 0.11650500000000001 0.25063000000000007 0.062655000000000016 -0.50775499999999985 0.086715000000000014 0.07770500000000001 0.12595000000000003 -0.50427999999999995 0.12000500000000001 -0.01163 0.08864000000000001 0.08647500000000001 0.0033150000000000007 -0.020429999999999997 0.0068000000000000014 -1.0000000180025095e-35 0.082105000000000025 0.102705 -1.0000000180025095e-35 0.085595000000000018 0.092670000000000016 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 6 8 14 10 12 11 -5 13 16 18 28 -2 -1 -8 22 21 -21 23 -20 -3 -16 -18 29 -13 -17
right_child=9 24 -4 4 -6 -7 7 -9 -10 -11 -12 15 -14 -15 25 27 26 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0058068619107232607 0.0047022156452700961 0.0046248473801362676 0.00079849160501010985 0.0035115170786729896 0.0027101155035532194 0.011427927428003019 0.0078311024659358762 0.0034243646404549413 0.0030420879837018606 -0.00091654804484316607 0.011159179001724156 0.011327715166380854 -0.0001699639876710074 0.0081087305515168528 0.0062621214442152425 0.008441908916059301 0.004765683661623 0.00099209243289107669 0.011447435812978418 -0.00014956069066446968 0.0082062068071510688 0.0050608144543403243 0.0046999285559530951 0.0074702198430482338 0.0010826972186422832 0.0024008255548354507 0.0018710835379321855 0.0056641634070485761 0.0078758278496377353 0.0072247007154468707
leaf_weight=26 142 38 23 20 23 38 958 42 20 24 56 63 25 22 60 690 37 22 22 20 33 41 38 235 37 21 102 37 27 179
leaf_count=26 142 38 23 20 23 38 958 42 20 24 56 63 25 22 60 690 37 22 22 20 33 41 38 235 37 21 102 37 27 179
internal_value=0 0.00745647 0.00758395 0.00764238 0.00771636 0.00776064 0.00770625 0.00730164 0.00825091 0.00337228 0.00834809 0.00819315 0.00368609 0.00400425 0.00741568 0.00828715 0.0036829 0.00360009 0.00754525 0.00684126 0.00505646 0.00335249 0.00740997 0.00781068 0.00287739 0.00526104 0.00264159 0.00808798 0.0102921 0.00819118
internal_weight=0 2769 2694 2671 2623 2600 2562 1470 1092 352 1072 1016 328 303 1428 996 281 48 1347 389 94 61 295 257 75 81 139 906 90 869
internal_count=3121 2769 2694 2671 2623 2600 2562 1470 1092 352 1072 1016 328 303 1428 996 281 48 1347 389 94 61 295 257 75 81 139 906 90 869
is_linear=0
shrinkage=0.00286495


Tree=219
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 14 2 2 2 34 4 15 4 1 0 15 15 1 0 42 0 13 10 12 47
split_gain=6035.81 1032.26 657.264 482.043 364.314 353.384 253.222 219.413 188.99 168.363 156.672 146.032 117.385 106.864 103.649 95.9571 84.0362 81.5169 92.1642 73.8694 167.496 67.6461 63.9603 76.8087 63.5048 97.31 61.8211 60.6114 60.495 60.2989
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.091265000000000013 0.09253500000000002 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.11474000000000002 0.14753000000000002 0.094835000000000017 -1.0000000180025095e-35 0.27834500000000006 -0.059484999999999989 -0.013125 0.086455000000000018 -0.10474999999999998 -0.12255999999999999 -0.41942499999999994 0.075045000000000014 -0.046359999999999991 0.084835000000000008 -0.06563999999999999 -1.0000000180025095e-35 -0.38124499999999995 0.092550000000000007 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 29 6 10 13 12 17 19 -6 14 -1 -4 -16 -15 22 28 20 -5 -14 23 -8 -21 -26 -17 -23 -19 -3
right_child=1 2 8 5 11 -7 9 -9 -10 -11 -12 -13 21 16 15 26 -18 18 -20 24 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.016654011124127253 0.014937354752272017 0.0075426115819458737 0.0032551235783233393 0.018136603934432449 0.013444436062008507 0.0069195344987865413 0.014856157389374704 0.0087812396432579119 0.0093166643374968782 0.010120596549967867 0.018360013289000998 0.0080838983235171028 0.0051186079195689113 0.014033289160240008 0.009415263657254775 0.004357064713900881 0.0090862535370382688 0.014935713281033131 0.010116776933335238 0.015811515402540815 0.012361635596109012 0.0038232606535806542 0.016124244441900429 0.012426147792261331 0.015117515351661013 0.010935827143795603 0.0081151821096120923 -0.00020080495351312863 0.013156237473487405 0.010327434867273352
leaf_weight=26 76 200 45 24 81 20 259 67 37 37 64 24 32 29 33 52 22 116 26 718 77 25 106 58 586 21 23 30 174 33
leaf_count=26 76 200 45 24 81 20 259 67 37 37 64 24 32 29 33 52 22 116 26 718 77 25 106 58 586 21 23 30 174 33
internal_value=0 0.00830108 0.00748099 0.0146942 0.00926728 0.0149075 0.014978 0.011307 0.00530134 0.0140939 0.0154385 0.0122192 0.00468231 0.0135048 0.00568889 0.00670297 0.0118993 0.0142928 0.0135594 0.0153074 0.0137339 0.0029121 0.0148407 0.0144115 0.0154273 0.0149728 0.00550955 0.00162832 0.013868 0.00793703
internal_weight=0 691 615 2430 338 2286 2266 144 277 776 1490 105 240 77 153 108 51 739 316 1426 101 87 423 317 1325 607 75 55 290 233
internal_count=3121 691 615 2430 338 2286 2266 144 277 776 1490 105 240 77 153 108 51 739 316 1426 101 87 423 317 1325 607 75 55 290 233
is_linear=0
shrinkage=0.0019087


Tree=220
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 15 0 157 4 13 4 11 4 0 2 1 3 13 4 15 1 47 0 12 11 14 0
split_gain=4392.49 567.412 506.559 409.414 298.639 199.154 196.834 170.935 153.197 113.538 111.508 100.988 94.4778 94.5265 93.3174 92.3473 117.435 118.341 88.8689 84.1931 152.343 78.1438 130.02 75.3258 72.1172 67.9006 98.2527 58.4974 60.0863 55.6784
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.069009999999999974 0.08864000000000001 0.13075500000000004 0.092550000000000007 0.14285500000000004 0.024640000000000006 -0.23194499999999998 -0.071119999999999989 0.053180000000000012 -0.00096999999999999983 0.024790000000000003 1.0000000180025095e-35 -0.16363499999999997 -0.066089999999999996 0.092235000000000025 0.086105000000000015 -0.10217499999999997 -0.0082249999999999979 -0.059649999999999988 -0.03241999999999999 0.16540500000000002 1.0000000180025095e-35 -0.10011499999999998 0.13597000000000004 0.084110000000000004 -0.42495999999999995 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 27 14 10 15 -1 -5 25 24 -14 19 -6 17 -17 -16 20 -4 29 -23 -7 -12 -8 -27 28 -3 -11
right_child=1 5 6 7 8 23 11 -9 -10 21 12 -13 13 -15 18 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.016713290597334739 0.011905129132901315 0.0078993659662236343 0.0067854919966383069 0.0036570540158424687 0.012541785859744664 0.0036595909632862094 0.015649408231121258 0.0035610777210481263 0.014226314725835791 0.014639690980941018 0.0058752710792674117 0.010625593429491648 0.013250288653366955 0.0078474031026059109 0.016730132825895194 0.010922063853130696 0.0044225788904511008 0.0073981888440259064 0.012499052903126282 0.013483851067933766 0.013610331088047102 0.012127111681395885 0.0069953832562178447 -0.00038365697112592204 0.0094371231586771881 0.01260657307987424 0.0085941492064376939 0.009221149067096434 0.0047722822280949579 0.010869532305167788
leaf_weight=22 97 36 21 21 21 130 27 45 21 51 54 125 27 24 64 63 28 92 28 1218 33 76 26 21 38 568 25 24 73 22
leaf_count=22 97 36 21 21 21 130 27 45 21 51 54 125 27 24 64 63 28 92 28 1218 33 76 26 21 38 568 25 24 73 22
internal_value=0 0.00667045 0.0126722 0.00854188 0.0106912 0.00465405 0.0130687 0.00698094 0.00913194 0.012472 0.00791932 0.0122498 0.00854525 0.0107078 0.0135159 0.00860752 0.00815604 0.00883047 0.0154424 0.0133765 0.0109562 0.0119388 0.010819 0.00309728 0.00734647 0.0125773 0.0124374 0.00642151 0.00580508 0.0135035
internal_weight=0 590 2531 306 422 284 2109 209 225 197 164 745 143 51 1364 204 183 155 92 1272 54 175 102 151 92 620 593 133 109 73
internal_count=3121 590 2531 306 422 284 2109 209 225 197 164 745 143 51 1364 204 183 155 92 1272 54 175 102 151 92 620 593 133 109 73
is_linear=0
shrinkage=0.00198085


Tree=221
num_leaves=31
num_cat=0
split_feature=1 2 0 97 3 2 39 44 52 14 132 0 51 150 49 2 2 50 13 151 52 12 16 160 12 4 1 15 1446 157
split_gain=673.361 166.933 99.6208 95.405 69.0696 62.5909 60.1475 57.455 51.8897 49.1419 48.1361 44.3195 43.6903 42.3069 38.1106 53.3266 38.0072 38.949 37.7938 36.1662 31.1398 29.7793 29.1505 33.3993 29.1186 28.6773 28.143 27.0918 25.6714 26.6078
threshold=0.11690500000000002 0.10045500000000002 -0.13843999999999998 -0.0047149999999999996 0.31299000000000005 0.15361500000000003 0.087735000000000021 1.0000000180025095e-35 0.090245000000000006 0.076975000000000002 0.10365500000000001 -0.11013499999999998 -0.031924999999999995 0.083095000000000016 -0.15498999999999999 -0.090999999999999984 0.121465 0.122715 -0.14179999999999995 -1.0000000180025095e-35 0.077655000000000016 0.087695000000000009 0.042200000000000008 -0.081639999999999976 -0.093619999999999995 0.36766000000000004 0.14754500000000001 -0.092919999999999989 0.095780000000000018 -0.05495499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 6 18 16 9 -3 11 26 12 -5 20 -13 19 -2 -18 -4 -16 -14 -17 -23 -24 -8 28 -6 -15 29 -20
right_child=4 2 5 7 10 -7 24 -9 -10 -11 -12 14 13 27 15 21 17 -19 25 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040910652375448836 0.0082341255405581765 0.0045743082348133875 0.0048053958525649063 0.0030180318852343719 0.0016462617631536314 0.0026102181583890207 0.0072819117650870192 0.015551904416511751 0.010372695079478227 0.012315002129985483 0.0055660221365087066 0.014451374361513844 0.011320208994400031 0.0028504460459205568 0.0033393301787475308 0.010268735012543084 0.0034231603282700251 0.0088953951136620645 0.011528851587409277 0.009414111727259495 0.0064272188960311357 0.0096355958500254218 0.0039829564932217301 0.0086349069821116207 0.0027779309941394783 0.0052692187475503367 -0.0032299830373947519 0.0082265377608676336 0.0057553225447928517 0.0089859226968874335
leaf_weight=36 81 142 28 20 47 21 20 20 21 81 28 20 58 20 26 780 58 21 57 21 21 785 21 142 114 24 20 25 25 338
leaf_count=36 81 142 28 20 47 21 20 20 21 81 28 20 58 20 26 780 58 21 57 21 21 785 21 142 114 24 20 25 25 338
internal_value=0 0.00916866 0.00765469 0.00964707 0.00432714 0.00842616 0.00515181 0.00974511 0.00532134 0.00968762 0.00177498 0.00957786 0.00774012 0.00850174 0.00972529 0.00967204 0.00657694 0.00487781 0.00868492 0.00605359 0.0100195 0.00977046 0.00936049 0.00803558 0.00345017 0.00892957 0.000190666 0.00583716 0.00913874 0.00935288
internal_weight=0 2732 656 2076 389 493 294 2040 163 2020 95 1939 144 124 1795 1775 160 79 472 47 79 1728 948 163 134 444 67 45 420 395
internal_count=3121 2732 656 2076 389 493 294 2040 163 2020 95 1939 144 124 1795 1775 160 79 472 47 79 1728 948 163 134 444 67 45 420 395
is_linear=0
shrinkage=0.00344292


Tree=222
num_leaves=31
num_cat=0
split_feature=4 3 2 9 4 15 2 3 39 2 457 15 1 96 149 41 11 1 1 11 2 47 1452 12 13 48 42 480 13 2
split_gain=549.895 171.715 117.483 83.5138 62.1733 79.6934 59.8853 55.3589 51.2556 50.7938 46.0935 48.5082 44.869 40.6918 41.773 36.8892 37.0686 39.0561 31.9488 31.3736 37.8715 30.8717 33.3955 30.1204 28.4371 25.2324 24.0558 30.3791 29.0223 23.6154
threshold=0.27287000000000006 0.11296500000000002 0.15950500000000004 -1.0000000180025095e-35 -0.37944499999999992 -0.0088349999999999974 0.091265000000000013 0.31299000000000005 0.098220000000000016 0.25063000000000007 0.060310000000000009 -0.083359999999999976 0.11453000000000001 0.086715000000000014 0.07770500000000001 0.083975000000000008 1.0000000180025095e-35 0.091345000000000023 0.11910500000000002 0.080455000000000013 -0.090999999999999984 0.11227500000000001 0.086765000000000023 -0.010834999999999999 -0.01163 0.099800000000000014 0.084835000000000008 0.081520000000000023 -0.019614999999999997 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 -3 7 19 -6 10 13 15 -12 -7 14 18 16 -8 -18 25 20 -5 22 23 -22 -1 -2 27 29 -28 -25
right_child=9 4 -4 6 5 12 8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0061356877845149382 0.0055943152715150603 0.0085187406959168436 0.00079831368713980072 0.0046294918773579271 0.0086262730209736554 -0.0038619141019449145 0.0077498559353770709 0.0025805814477124624 0.0036662669695663977 -0.0011261258997770013 0.0017294015026884546 0.0076114516225245015 0.0030172013845811267 -0.00020297261973765046 0.0085218299924276347 0.0044689375137014946 0.013892062901226597 0.0088206199484871135 0.0027604167770030556 0.011511228485838229 0.011760149611471999 0.0063548293956639775 0.01111944206067206 0.0088399089963809921 0.00105810472998782 0.0016708029383168054 0.0081557140078113034 0.011228575130412585 0.004543625225144214 0.0062717562598106832
leaf_weight=26 113 29 24 27 30 21 689 36 36 24 28 33 20 25 22 33 21 75 147 38 31 66 57 685 22 21 621 55 25 41
leaf_count=26 113 29 24 27 30 21 689 36 36 24 28 33 20 25 22 33 21 75 147 38 31 66 57 685 22 21 621 55 25 41
internal_value=0 0.00785139 0.00803741 0.00810401 0.00424983 0.00309283 0.00818452 0.00532862 0.00751037 0.00348979 0.00766781 0.00491149 -0.000506248 0.00382754 0.00416009 0.00787336 0.00801647 0.00993 0.0038186 0.00855927 0.00848951 0.00855543 0.0086513 0.0085548 0.00380846 0.00497944 0.00848517 0.00887331 0.00801593 0.00869488
internal_weight=0 2769 2633 2609 136 107 2561 66 915 352 879 61 41 328 303 818 785 96 281 1646 1608 1581 1515 1458 48 134 1427 781 646 726
internal_count=3121 2769 2633 2609 136 107 2561 66 915 352 879 61 41 328 303 818 785 96 281 1646 1608 1581 1515 1458 48 134 1427 781 646 726
is_linear=0
shrinkage=0.00328694


Tree=223
num_leaves=31
num_cat=0
split_feature=1 2 0 30 2 1 148 44 4 447 52 41 11 52 2 49 151 4 2 1446 158 0 52 151 15 13 16 12 157 14
split_gain=448.376 119.485 66.3672 65.396 50.5533 48.1995 50.9032 44.2995 43.9048 37.4723 38.4215 36.9231 56.142 38.6283 35.1684 33.2128 34.6168 31.8433 29.9155 29.8797 29.0501 34.7297 28.7127 27.9939 25.9025 28.6311 22.662 23.5301 20.8622 18.3639
threshold=0.11829500000000003 0.10045500000000002 -0.13843999999999998 0.086430000000000021 0.15361500000000003 0.16773500000000005 -0.066239999999999979 1.0000000180025095e-35 0.42642000000000008 0.084510000000000016 -0.014264999999999998 0.10065500000000001 1.0000000180025095e-35 0.016565000000000003 -0.13033999999999998 -0.088694999999999982 0.015440000000000001 0.42051500000000003 0.14285500000000004 0.10734500000000001 0.083065000000000014 -0.10836499999999999 -0.081429999999999989 -0.065174999999999983 -0.44764999999999994 -0.23438999999999996 -0.071854999999999988 0.086505000000000012 -0.05495499999999999 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 19 6 -2 9 15 11 -11 12 14 -14 -1 -3 -17 18 23 24 21 22 -16 -8 -4 -26 -23 -28 -27 -19
right_child=5 2 4 -5 -6 -7 17 -9 -10 10 -12 -13 13 -15 20 16 -18 29 -20 -21 -22 26 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0036806066555009013 -0.0012520770673944259 0.0083441825329554284 0.0038224810449384041 0.0025869102839164268 0.0018030910489341032 -0.0015913846374565547 0.0027715715662823249 0.01403577219443281 0.0096437857974221077 0.0076991899205216246 0.0013560315600404885 0.0036506212068238997 0.013254239241803566 0.0083634727528430035 0.0029624322646171195 0.0040299208380190615 -0.0013071204164736157 0.0058103596879224189 0.0030985791865394976 0.0031176623872663112 0.0099517704028344745 0.0089471349911710261 0.0074015634233648405 0.0074388932541336961 0.0038218663903495939 0.0101879369482682 0.0088156699247911967 0.0074724284750495047 0.0078338625709729881 0.002521402259928111
leaf_weight=21 24 20 22 26 22 23 22 20 21 39 20 21 59 36 26 106 20 29 50 20 178 810 90 93 22 61 315 423 358 124
leaf_count=21 24 20 22 26 22 23 22 20 21 39 20 21 59 36 26 106 20 29 50 20 178 810 90 93 22 61 315 423 358 124
internal_value=0 0.00801109 0.00664675 0.00845103 0.00731918 0.00362253 0.00397317 0.00852511 0.00461337 0.00847103 0.00554897 0.00855815 0.00861078 0.0114009 0.0084685 0.00388981 0.00318277 0.00436753 0.00550134 0.00757043 0.00852309 0.00837026 0.00640659 0.00654601 0.00776277 0.00795934 0.00851741 0.00804576 0.00817658 0.0031448
internal_weight=0 2756 672 2084 505 365 342 2058 167 2038 59 1979 1958 95 1863 146 126 318 165 483 1842 1664 116 115 463 441 1548 738 419 153
internal_count=3121 2756 672 2084 505 365 342 2058 167 2038 59 1979 1958 95 1863 146 126 318 165 483 1842 1664 116 115 463 441 1548 738 419 153
is_linear=0
shrinkage=0.00372083


Tree=224
num_leaves=31
num_cat=0
split_feature=4 3 9 2 15 15 0 15 48 149 10 13 11 4 0 16 52 4 13 15 0 158 41 2 10 43 16 13 160 159
split_gain=370.329 117.712 76.4989 61.6488 40.5014 48.9014 67.6268 132.01 45.1788 39.6925 41.8424 37.5703 36.1958 38.701 49.9299 39.9804 88.837 34.9316 33.3454 30.0864 29.5399 29.0166 28.0996 30.3843 44.3286 40.0974 39.589 26.1144 25.0994 35.4109
threshold=0.27287000000000006 0.31299000000000005 -1.0000000180025095e-35 0.12043500000000001 0.024640000000000006 -0.11713499999999999 -0.10836499999999999 -0.015039999999999998 0.091840000000000019 0.07770500000000001 -0.062879999999999978 -0.01163 0.096500000000000016 -0.49405499999999997 -0.07384499999999998 0.083160000000000026 -0.080114999999999978 -0.14098499999999997 0.17001000000000002 -0.077219999999999983 -0.084144999999999984 0.087355000000000016 0.08178500000000001 0.11474000000000002 0.087010000000000018 -0.076124999999999984 -0.52595999999999987 -0.11122999999999998 0.032695000000000009 0.10725000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 21 7 19 12 10 27 -1 13 -8 28 16 -16 -6 20 -7 -5 -4 23 24 25 -12 -27 -2 -15 -30
right_child=9 -3 3 18 17 6 8 -9 -10 -11 22 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0049276906753460232 0.0018375497231409579 0.0015074509389652374 0.0071497274122240377 0.0017630085065062564 0.0089551038664101787 0.0041243117150570469 0.0082711066424688093 -0.0031330032699139134 0.0040345030391581733 0.0063220330994524319 0.0016254741873152683 -0.0006471004011212166 0.0021143409448288715 0.0063311638764365873 -0.0023685561716872451 0.0058042203529282818 0.005422128387063122 0.0067373235269607284 0.00068245561418203769 0.0074143602742205595 0.0056326816867751667 0.011117875628077485 0.0057372312622150177 0.0015010803288016191 0.0011159614570795716 0.0034752162638369125 0.0093281415240605119 -0.0030630764606794083 0.008735943167458517 0.0047736873160142889
leaf_weight=26 23 54 163 24 77 94 103 23 94 28 21 23 20 472 22 154 45 1041 21 40 117 21 30 140 41 20 28 21 106 29
leaf_count=26 23 54 163 24 77 94 103 23 94 28 21 23 20 472 22 154 45 1041 21 40 117 21 30 140 41 20 28 21 106 29
internal_value=0 0.00615256 0.00624495 0.00631725 0.00644015 0.00607722 0.00584372 0.00389937 0.00613584 0.00269263 0.00237898 0.00231095 0.00634354 0.00643439 0.00620591 0.00491284 0.00286399 0.00689007 0.0044177 0.00510642 0.00497401 0.00760261 0.00283161 0.00248293 0.00373256 0.00528735 0.00688942 -0.000501386 0.0066767 0.00788479
internal_weight=0 2769 2715 2666 2504 1386 1202 157 1045 352 324 49 951 931 828 221 67 1118 162 134 141 184 280 250 110 69 48 44 607 135
internal_count=3121 2769 2715 2666 2504 1386 1202 157 1045 352 324 49 951 931 828 221 67 1118 162 134 141 184 280 250 110 69 48 44 607 135
is_linear=0
shrinkage=0.00317731


Tree=225
num_leaves=31
num_cat=0
split_feature=4 3 2 9 1375 14 49 44 0 40 3 15 48 448 0 4 0 48 11 4 0 457 15 13 14 133 0 51 0 42
split_gain=299.967 95.3466 63.1846 44.449 46.3623 37.0498 37.3276 53.811 35.0781 70.3824 50.9084 43.2731 42.7016 39.5131 29.279 52.788 38.4325 38.3468 40.1357 41.743 37.9503 40.809 33.541 29.2554 27.026 26.8366 29.2171 24.9718 23.8385 23.8216
threshold=0.27287000000000006 0.31299000000000005 0.17025000000000004 -1.0000000180025095e-35 -0.27302499999999996 0.062655000000000016 0.11560500000000001 0.081805000000000017 -0.10474999999999998 -0.078554999999999986 -0.010424999999999999 -0.41942499999999994 0.11951500000000001 -1.0000000180025095e-35 -0.10836499999999999 -0.0029599999999999995 -0.14649999999999996 0.092475000000000016 0.096970000000000015 -0.50052499999999989 -0.079119999999999982 0.062030000000000009 -0.079929999999999987 -0.078279999999999975 -1.0000000180025095e-35 0.11667000000000001 -0.10607499999999999 -0.069944999999999993 -0.13027499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 14 9 -2 24 23 13 -11 15 16 -6 18 19 -16 -21 -22 -19 -12 27 26 -8 -10 -15 -17
right_child=8 -3 -4 4 5 -7 25 -9 10 12 11 -13 -14 28 17 29 -18 22 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002783843346006472 -0.0021022509313523229 0.001433279442846478 0.00039781786750584013 0.0016671372822024749 0.0041145427169275751 0.0081574084015505616 0.001609409373291112 0.011465615601452775 0.002312675596252809 0.0014147228224618308 0.0032874653467720931 -0.0033708563914927078 0.00013053939746139978 0.0055157235688483653 0.0083880600694997403 0.0071287142095630435 -0.0012369807128670559 0.0060697956361763896 0.0017045582458272859 0.0066060652587315869 0.0057672113287531405 0.0014743791912961879 0.0030568198333438888 -0.001672863643936282 0.0016910793889064186 0.0013111534256931999 0.0057760181085705371 0.0071931076872191043 0.0096644997001268385 0.004280746235903239
leaf_weight=48 20 54 23 27 54 94 23 21 21 22 37 32 20 71 109 91 21 88 21 1186 618 26 79 21 61 26 108 27 20 52
leaf_count=48 20 54 23 27 54 94 23 21 21 22 37 32 20 71 109 91 21 88 21 1186 618 26 79 21 61 26 108 27 20 52
internal_value=0 0.00584983 0.00593767 0.00598501 0.00604312 0.00608827 0.00601118 0.00611635 0.00256014 0.0037686 0.00163103 -0.000237348 0.00465144 0.0054516 0.00606845 0.00489688 0.00261612 0.00618852 0.00632008 0.00637007 0.00624987 0.0055939 0.0046445 0.00149148 0.00317372 0.00442622 0.00504448 0.00505792 0.00642754 0.00609309
internal_weight=0 2769 2715 2692 2644 2617 2523 2366 352 153 199 90 133 113 2345 218 75 2127 1960 1939 1830 644 167 58 109 157 131 48 91 143
internal_count=3121 2769 2715 2692 2644 2617 2523 2366 352 153 199 90 133 113 2345 218 75 2127 1960 1939 1830 644 167 58 109 157 131 48 91 143
is_linear=0
shrinkage=0.00335664


Tree=226
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 15 2 12 2 2 15 4 4 0 4 2 3 2 15 47 1 4 3 1 13 0 123 0 43 15
split_gain=3605.95 471.814 456.094 246.358 217 189.685 184.955 165.737 156.818 133.902 128.563 95.9423 94.8586 110.976 86.1671 84.7651 80.1165 66.2967 63.2744 60.8799 60.6933 58.7306 69.9174 54.9047 93.9143 67.3365 53.6509 52.0779 51.3369 46.4072
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.121465 0.035560000000000008 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.033845000000000007 -0.17966999999999997 1.0000000180025095e-35 -0.04890499999999999 0.10252500000000002 -0.11171999999999999 0.31358000000000003 0.13592500000000005 0.077555000000000013 0.095950000000000021 -0.064054999999999987 0.013900000000000001 0.089770000000000016 -0.13710499999999998 -0.090314999999999993 0.10695000000000002 -0.23001499999999997 -0.080324999999999994 -0.42198999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 16 10 12 8 23 -3 -10 -2 18 -5 15 -11 20 -1 -8 -9 21 -14 -18 -23 24 -4 -25 -16 -17 -29 -6
right_child=1 6 7 5 29 -7 17 11 9 14 -12 -13 13 -15 26 27 19 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0090057191647010867 0.0062332220893514595 0.0036650974124251665 0.017688410191855793 0.013669196580050438 0.0086877506640448861 0.015547987111519236 0.0037625053730535882 0.013382905097370043 0.012199006646342849 0.011093476517295909 0.012544794046205067 0.011411270966107187 0.012126237455274143 0.0035103361153262609 0.0065922138444504553 0.0094731904546553457 0.014914698498857125 -0.00049746404821205932 0.0095491065488835999 0.01674454919650167 0.0085703815896980874 0.013219426118927353 0.0090251568761946944 0.008753741817474148 0.014212938697386874 0.013634869076036071 0.0025864369188864002 0.0079397011197504773 0.0032517810649045631 0.0043557973609986604
leaf_weight=23 20 84 42 20 21 25 70 779 26 20 103 175 53 21 131 35 52 26 23 26 47 66 30 20 1026 55 20 27 22 33
leaf_count=23 20 84 42 20 21 25 70 779 26 20 103 175 53 21 131 35 52 26 23 26 47 66 30 20 1026 55 20 27 22 33
internal_value=0 0.00677911 0.0131875 0.0110963 0.00984724 0.00959509 0.00533863 0.0136284 0.00627125 0.0073825 0.0115185 0.0129395 0.00893365 0.00847165 0.00665017 0.00903789 0.0130015 0.00260876 0.013273 0.0135297 0.010455 0.0129649 0.0119087 0.0142173 0.0143496 0.0123332 0.00606165 0.00735087 0.00583492 0.00604045
internal_weight=0 554 2567 447 177 250 377 2120 281 197 123 977 225 205 171 184 197 96 802 174 100 148 96 1143 1068 75 151 84 49 54
internal_count=3121 554 2567 447 177 250 377 2120 281 197 123 977 225 205 171 184 197 96 802 174 100 148 96 1143 1068 75 151 84 49 54
is_linear=0
shrinkage=0.00227804


Tree=227
num_leaves=31
num_cat=0
split_feature=1 2 0 2 97 1 123 4 12 4 14 12 41 4 3 0 0 158 49 151 10 2 2 2 15 0 13 400 159 12
split_gain=309.872 82.5037 45.6434 43.795 42.6493 38.5416 35.0449 37.3994 37.2962 35.0022 31.2609 30.2975 27.1796 27.1785 35.9917 31.0389 29.131 24.8003 24.4238 28.1865 24.3752 23.868 28.6662 23.1923 32.9621 98.5027 23.105 23.4008 22.3302 18.0281
threshold=0.11846000000000002 0.10045500000000002 -0.13843999999999998 0.15609500000000001 -0.0047149999999999996 0.14860500000000001 0.11701500000000002 -0.033174999999999989 -0.12529499999999996 0.42642000000000008 -1.0000000180025095e-35 0.11650500000000001 0.10065500000000001 -0.082249999999999976 0.092670000000000016 -0.038659999999999993 -0.087519999999999987 0.082560000000000008 -0.088694999999999982 0.015440000000000001 -0.062879999999999978 -0.033169999999999991 0.14960000000000004 0.09678500000000001 0.024640000000000006 0.047850000000000011 -0.14179999999999995 -0.065974999999999992 0.11245500000000001 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 26 -1 6 7 -2 -9 18 -6 21 13 16 15 17 -12 -15 -3 -20 -7 -10 -23 24 25 -18 -4 -28 -19 -29
right_child=5 2 3 -5 10 20 -8 8 11 -11 12 -13 -14 14 -16 -17 23 28 19 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0026623960750226717 0.0065889894050064493 0.0062912073842675484 0.0027332245724066145 0.00048546747769819725 0.010141167625537023 -0.002885976505789146 -0.0011145528689474422 0.006418780909766806 -0.00056605699894249632 0.0074942027556930144 0.0086559743781075074 0.0063807358347611224 0.0024504791287074906 0.0060973995773726756 0.0027852738815967296 0.0019747211995711149 -0.00096396040099730365 0.0083728575796065546 0.00293382801583339 -0.0014735156915238804 0.0015917216329221016 0.0032101050274355 -0.0010133423895290693 0.00974732504261323 0.0068533025055277121 0.0074021129969388854 0.0022155101495301057 0.0067151184496250611 0.0052372170341062983 0.0053303317741083484
leaf_weight=37 38 20 30 20 25 20 21 31 35 21 100 20 21 1254 37 20 26 107 107 20 48 123 22 26 355 44 20 207 35 231
leaf_count=37 38 20 30 20 25 20 21 31 35 21 100 20 21 1254 37 20 26 107 107 20 48 123 22 26 355 44 20 207 35 231
internal_value=0 0.0059533 0.00491865 0.00542786 0.00628844 0.00258378 0.00312521 0.00345619 0.00294084 0.00337888 0.00635388 0.00240176 0.00630712 0.00634754 0.00610316 0.00618985 0.00699198 0.00625024 0.00279098 0.00223976 0.000274752 0.00195965 0.00256931 0.00662302 0.00643189 0.00429471 0.00563042 0.00582019 0.00759999 0.00598479
internal_weight=0 2763 676 508 2087 358 290 269 231 168 2050 200 2025 2004 1453 1416 551 1396 147 127 68 180 145 451 425 70 488 458 142 438
internal_count=3121 2763 676 508 2087 358 290 269 231 168 2050 200 2025 2004 1453 1416 551 1396 147 127 68 180 145 451 425 70 488 458 142 438
is_linear=0
shrinkage=0.0034077


Tree=228
num_leaves=31
num_cat=0
split_feature=4 3 9 40 44 147 48 123 149 49 0 14 48 14 0 475 4 4 4 124 0 43 3 149 41 0 15 12 15 48
split_gain=255.031 83.4134 52.8372 45.394 39.1678 56.6929 39.2223 35.4957 31.7098 30.2647 32.9778 40.1269 31.9468 27.6874 28.1831 54.8816 58.7919 41.2761 26.177 26.9623 25.6513 26.8004 23.3332 22.9448 26.3789 21.96 21.4384 19.061 19.0361 18.8798
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 0.081805000000000017 0.095485000000000014 0.14505500000000002 0.083855000000000013 0.07770500000000001 -0.046019999999999998 -0.10474999999999998 -0.47013499999999991 0.12118000000000002 0.062655000000000016 -0.10836499999999999 -0.051009999999999993 0.022185000000000003 0.10924000000000002 0.0082450000000000006 -0.080389999999999989 -0.099059999999999995 0.0061450000000000003 0.0068900000000000012 0.078320000000000015 0.077565000000000009 -0.14723999999999998 -0.089549999999999991 -1.0000000180025095e-35 0.090455000000000021 0.094925000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 13 -1 9 -2 12 -12 -11 14 15 -4 25 -18 19 -16 -21 23 -13 24 27 -17 -3 -22 -15 -29
right_child=8 26 3 -5 -6 -7 -8 -9 -10 10 11 22 -14 28 18 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0011480507128523367 -0.00065462068507846961 0.0038844039873413973 -0.00050332579224977229 0.0012200750344224668 0.0073884480219814745 -0.00016018649574964328 0.00084847122837190315 0.0036607156525331292 0.0047237362905789811 0.0038349117784539813 0.003922940143604981 0.0011415368858119165 0.00015073042220761275 0.0072184996654536381 0.0023559950981244578 0.0033352537089257179 0.0091523456685246671 0.0046615225935442194 0.0038547799685672637 0.0077333656586443403 0.0072448341801869846 0.0039936942218692 -0.0015600390718603057 0.0078111918631784405 0.0020762814637672127 0.00035482828794752933 0.00055507047486528843 0.0049528928656796482 0.0046706491628059985 0.003618048359744041
leaf_weight=21 40 21 23 32 38 20 22 28 28 92 33 103 23 52 36 68 20 80 292 23 27 298 33 21 26 27 54 1411 41 88
leaf_count=21 40 21 23 32 38 20 22 28 28 92 33 103 23 52 36 68 20 80 292 23 27 298 33 21 26 27 54 1411 41 88
internal_value=0 0.00439573 0.0044767 0.00453 0.00457053 0.00452895 0.00456565 0.00159982 0.00186907 0.00162237 0.00194307 0.00115712 0.00309808 0.00459794 0.00454087 0.00358151 0.00406331 0.00555969 0.00463499 0.00475303 0.00479859 0.00476252 0.000486007 0.00490817 0.00486889 0.00248819 0.00148728 0.00491647 0.00609525 0.00487453
internal_weight=0 2769 2694 2645 2613 2575 2555 49 352 324 284 169 115 2533 2440 218 195 100 2222 1930 1894 1871 136 1573 1552 95 75 1526 93 1499
internal_count=3121 2769 2694 2645 2613 2575 2555 49 352 324 284 169 115 2533 2440 218 195 100 2222 1930 1894 1871 136 1573 1552 95 75 1526 93 1499
is_linear=0
shrinkage=0.002796


Tree=229
num_leaves=31
num_cat=0
split_feature=1 2 374 40 3 130 13 4 30 33 457 4 132 34 124 2 12 4 13 13 147 483 16 47 3 12 1429 484 15 12
split_gain=208.99 56.9318 38.1766 39.3206 34.0452 41.9817 41.9414 32.1318 30.0265 32.5535 27.1129 29.9185 23.3739 22.8596 32.8149 22.5361 22.1392 21.5298 23.1047 25.9471 21.3742 21.9649 19.3374 29.5606 20.6656 19.1019 18.5939 44.3128 67.5194 18.4864
threshold=0.11846000000000002 0.098630000000000009 0.083845000000000017 0.051255000000000002 0.31370500000000007 -0.0060099999999999989 -0.47860499999999995 -0.033174999999999989 0.086430000000000021 0.083840000000000012 0.083415000000000017 0.033845000000000007 0.089365000000000014 -0.038779999999999995 0.0049200000000000008 0.13501500000000002 -0.26532499999999998 0.053180000000000012 -0.23438999999999996 -0.082759999999999986 0.089365000000000014 -0.073589999999999989 -0.43320999999999993 0.096475000000000019 -0.081234999999999988 0.095565000000000011 0.084770000000000012 0.073690000000000019 -0.0072999999999999992 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 10 5 -2 16 -7 9 20 12 -12 17 -9 15 -15 -6 18 -3 -20 21 -1 23 24 -19 -21 -23 -28 -29 -14
right_child=4 2 -4 -5 6 7 -8 13 -10 -11 11 -13 29 14 -16 -17 -18 22 19 25 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0057846193130565212 -0.00093422494193928925 0.002255715684888335 -0.00012103254018221762 -0.00049256582620612515 0.003839448961246013 0.0055758031907931572 -0.0024124287392599687 -3.1350314187662455e-05 0.0013006871869852066 0.0080957700093445256 -0.00013212742858157323 0.0039712711647447232 -0.00013421965707411887 0.0041356290232416378 -0.00034349791194423698 0.001647411624250418 5.6232493100942327e-05 0.0037540570786154847 0.0073358937982772382 0.0054403315589565803 0.002146367350394654 0.0045392598938534213 0.0025699234290756834 0.0015302224058601622 0.0075076472163301223 0.003882482108288171 0.005184876346380568 0.003941231199992499 -0.0030461372138241745 0.0033452110770177358
leaf_weight=121 31 34 25 20 26 32 34 31 26 23 32 32 20 99 26 49 30 25 34 126 34 1737 113 21 28 162 53 33 20 44
leaf_count=121 31 34 25 20 26 32 34 31 26 23 32 32 20 99 26 49 30 25 34 126 34 1737 113 21 28 162 53 33 20 44
internal_value=0 0.00425017 0.00352184 0.00365364 0.00181341 0.00234967 0.000216556 0.00277921 0.00450492 0.00454614 0.00377722 0.00191957 0.00397309 0.00234267 0.00276563 0.00331183 0.00181273 0.00417525 0.00460831 0.00485672 0.00450528 0.00454611 0.00335081 0.00454325 0.00573709 0.00456404 0.0044648 0.00324468 0.00130449 0.00225789
internal_weight=0 2763 716 691 358 268 90 237 2047 2021 671 64 607 205 174 148 56 543 356 322 1998 1964 187 74 53 288 1843 106 53 64
internal_count=3121 2763 716 691 358 268 90 237 2047 2021 671 64 607 205 174 148 56 543 356 322 1998 1964 187 74 53 288 1843 106 53 64
is_linear=0
shrinkage=0.00300078


Tree=230
num_leaves=31
num_cat=0
split_feature=1 1 12 2 3 13 4 39 160 12 150 11 12 13 15 2 52 1429 159 2 48 42 3 4 15 12 160 47 1 51
split_gain=1707.76 383.504 234.319 130.185 91.8737 84.9562 81.9042 77.8034 67.64 66.0524 57.4436 53.7801 51.9824 50.8945 48.8211 47.7776 46.1001 44.0801 94.6538 39.3071 46.5283 37.1617 44.9616 35.1998 33.3851 32.4133 31.7796 31.3202 30.0731 35.8612
threshold=0.10124500000000002 0.12337000000000002 0.085055000000000006 0.092235000000000025 0.31370500000000007 -0.47860499999999995 -0.013125 0.087735000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 0.11456000000000001 1.0000000180025095e-35 0.13597000000000004 -0.072819999999999982 -1.0000000180025095e-35 0.10559 0.12603000000000003 0.084770000000000012 0.08154500000000002 0.12358500000000001 0.12933000000000003 0.079510000000000011 -0.10831999999999999 -0.14098499999999997 0.024640000000000006 -0.26532499999999998 0.10493500000000001 1.0000000180025095e-35 0.086920000000000011 0.0053700000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 10 7 25 -4 13 9 14 11 17 21 -3 -5 -8 24 28 -19 -15 -21 22 23 -11 27 -6 -10 -2 -1 -30
right_child=1 4 6 8 5 -7 15 -9 26 12 -12 -13 -14 19 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011207353577998702 0.0050203748122582955 0.0029936244341576272 0.011193805513625468 0.0083347291762369304 0.0057402897248323174 -0.0013699561132589232 0.0091546537247955296 0.0034346127233733843 0.011812248263930512 0.0088370878774578013 0.0075615928492846129 0.01313016499123089 0.0061635242400720405 0.0098708704084278041 0.0034927489212439899 0.0054544267085328965 0.0097125803999194623 0.010679653018960251 0.0046089693533211268 0.0036867042635970503 0.0088903158076241544 0.010364781623018852 0.0094956933572784667 0.0043251445105993002 0.0085661373715993899 0.0018333818767163389 0.0096666490047273707 0.0074992887584788724 0.010629898200383948 0.0080211456532476647
leaf_weight=1004 190 20 102 39 26 34 72 114 112 23 32 70 28 28 20 32 20 63 22 24 20 255 201 21 24 28 72 39 349 37
leaf_count=1004 190 20 102 39 26 34 72 114 112 23 32 70 28 28 20 32 20 63 22 24 20 255 201 21 24 28 72 39 349 37
internal_value=0 0.0061704 0.00756081 0.0104882 0.00390508 0.00175004 0.00958954 0.00482568 0.00963968 0.00922184 0.010903 0.0109723 0.00950438 0.00654939 0.00669338 0.00801612 0.00602997 0.0108698 0.00910842 0.00753711 0.00605198 0.00969147 0.00899068 0.00668366 0.00573886 0.00371449 0.0109727 0.00544255 0.0109776 0.0103798
internal_weight=0 773 479 2348 294 88 206 206 771 587 1577 1545 528 92 59 104 273 1475 85 72 44 500 245 44 253 54 184 229 1390 386
internal_count=3121 773 479 2348 294 88 206 206 771 587 1577 1545 528 92 59 104 273 1475 85 72 44 500 245 44 253 54 184 229 1390 386
is_linear=0
shrinkage=0.00251965


Tree=231
num_leaves=31
num_cat=0
split_feature=4 3 2 15 4 3 48 0 1447 1 41 149 52 10 16 52 3 16 2 1429 3 16 483 15 52 52 484 13 1 0
split_gain=214.618 70.8004 53.1703 35.3884 91.9542 39.0533 32.6908 43.9292 30.4398 28.4987 27.105 27.5535 29.653 27.9259 26.3742 31.4888 33.4848 67.815 85.3521 57.6905 23.7086 23.1502 20.18 19.1599 18.7044 21.8723 18.6624 23.344 25.7967 23.218
threshold=0.27287000000000006 0.11296500000000002 0.15950500000000004 -0.0088349999999999974 -0.031404999999999995 0.31299000000000005 0.093265000000000015 0.041630000000000007 -0.074869999999999978 0.117245 0.092100000000000015 0.07770500000000001 0.12492500000000002 -0.079859999999999987 -0.071854999999999988 -0.11183499999999999 -0.092984999999999984 0.15273500000000004 0.09580000000000001 0.084180000000000019 -0.14186499999999996 -0.012324999999999997 0.080810000000000007 -0.14147499999999996 -0.078224999999999975 -0.085984999999999992 0.096415000000000015 1.0000000180025095e-35 0.11551000000000002 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 8 9 20 23 11 12 13 -2 22 21 17 18 19 -17 -1 -16 24 -8 25 -10 27 29 -29 -15
right_child=10 3 -4 4 -6 -7 7 -9 14 -11 -12 -13 -14 26 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0093773680109445531 -0.0016504782009832382 0.0061974131564015945 -5.3036288817166741e-05 0.0038747595768376521 -0.0047004420723071368 0.0015393544185492928 0.0058758212297360859 -0.00096692793940512283 0.0054063929021722903 0.00039224461588050071 0.0056374007854964265 0.0050299437951246027 0.0048609765295921691 0.0018250041627491127 0.0087592032785323518 0.0053324985712498102 0.0044245332551070705 0.0078600070891299383 -0.0045274245391090685 -0.0015292462892245945 0.005821669590027472 0.0051051586815766539 0.0073359521614509669 0.0037492662041792475 0.0052759398668170985 0.0006258468633750301 -0.0015133099404660152 0.002305771197753144 -0.0024563338221796818 0.0049461440783109632
leaf_weight=23 34 39 24 34 23 40 74 20 21 20 21 26 26 143 20 41 619 20 22 20 195 389 50 125 929 21 20 24 26 32
leaf_count=23 34 39 24 34 23 40 74 20 21 20 21 26 26 143 20 41 619 20 22 20 195 389 50 125 929 21 20 24 26 32
internal_value=0 0.00473415 0.00485452 0.00240371 0.00041459 0.0038389 0.00489966 0.00373211 0.0050174 0.00416125 0.00198833 0.00175682 0.0014778 0.00116252 0.00489793 0.00454953 0.00413356 0.0023849 0.00106559 0.00308275 0.00619681 0.00528384 0.00528386 0.00454005 0.00517819 0.00301612 0.0015529 0.00182545 -0.000170523 0.00239573
internal_weight=0 2769 2633 136 57 79 2609 239 2370 219 352 331 305 279 2152 1131 722 103 83 61 218 409 1021 199 971 42 245 225 50 175
internal_count=3121 2769 2633 136 57 79 2609 239 2370 219 352 331 305 279 2152 1131 722 103 83 61 218 409 1021 199 971 42 245 225 50 175
is_linear=0
shrinkage=0.00331226


Tree=232
num_leaves=31
num_cat=0
split_feature=1 4 123 4 50 16 15 13 13 9 1 3 3 52 43 16 148 15 12 4 3 0 12 34 2 49 2 160 14 4
split_gain=174.104 47.5481 48.5213 37.6359 37.2139 30.711 36.0326 30.6212 35.42 31.6786 29.9173 28.9025 27.174 27.12 25.8138 24.8562 24.539 23.4307 43.432 23.401 32.6737 26.5506 23.0209 20.7688 28.6099 20.4662 20.2446 19.7555 18.9936 38.3773
threshold=0.11846000000000002 0.0067750000000000006 0.084880000000000025 0.27287000000000006 -1.0000000180025095e-35 -0.065999999999999989 -0.026084999999999994 -0.17933499999999997 -0.085384999999999975 -1.0000000180025095e-35 0.16773500000000005 -0.14477499999999996 -0.14989499999999997 1.0000000180025095e-35 0.07827000000000002 -0.5224049999999999 -0.066239999999999979 -0.14809499999999998 -0.092484999999999984 -0.072334999999999997 0.092670000000000016 -0.030209999999999997 0.11149500000000002 -0.028109999999999996 0.11870500000000002 0.091325000000000003 -0.18970999999999996 -0.4136149999999999 -1.0000000180025095e-35 0.51164000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 12 -7 -6 11 -10 16 -9 -3 14 -14 -15 -2 25 -19 22 21 -21 27 -18 26 -11 -25 -20 29 -26
right_child=10 2 3 -5 7 6 -8 8 9 17 -12 -13 13 15 -16 -17 23 18 19 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0070180952939061141 -0.0010691214300912943 0.0016372498785289329 0.0028978525209903362 -0.0024492350556170953 0.0017212559622017361 0.0026989937894948968 -0.0012541368358730872 0.0073837433301208472 0.00028173159348323734 0.0079073527931497207 -0.0015884734591153709 0.0043943788718784575 0.0025811728222214537 0.0078347034735484905 0.0052870329634780956 0.0044118238774536241 0.00019048681581186613 -0.00050586741502110799 0.0018961705615915933 0.0035450956395547827 -0.00025034879251372002 0.00028965843739752031 0.001294770862756467 0.0010937058639735227 0.0046277864766886227 0.0040026752888328793 0.0043564772642774117 0.0042168104668054689 0.00095373752544481035 -1.5201949422353491e-05
leaf_weight=30 23 46 20 23 55 174 21 28 22 20 23 429 127 20 37 125 45 20 31 668 20 21 24 20 39 24 68 778 117 23
leaf_count=30 23 46 20 23 55 174 21 28 22 20 23 429 127 20 37 125 45 20 31 668 20 21 24 20 39 24 68 778 117 23
internal_value=0 0.00366956 0.00295418 3.77824e-05 0.00386506 0.00318219 0.00227327 0.00382085 0.00387624 0.00367938 0.00155666 0.00457753 0.00368145 0.00398576 0.00319164 0.00488395 0.00177259 0.00372592 0.00366813 0.00372227 0.00334161 0.00344587 0.00404626 0.00198208 0.00228403 0.00577753 0.00361494 0.00412789 0.00162973 0.00290539
internal_weight=0 2763 593 43 2170 550 195 2140 2085 1628 358 457 355 309 164 145 335 1606 1562 1542 709 689 833 312 267 44 88 809 179 62
internal_count=3121 2763 593 43 2170 550 195 2140 2085 1628 358 457 355 309 164 145 335 1606 1562 1542 709 689 833 312 267 44 88 809 179 62
is_linear=0
shrinkage=0.00285076


Tree=233
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 15 4 123 2 34 2 4 0 2 4 11 11 0 1446 3 13 131 15 0 43 47 0 12
split_gain=2952.99 403.423 331.54 207.862 186.033 139.238 138.678 128.392 101.356 92.5629 67.0629 67.9398 67.0035 65.9162 99.6842 90.3242 62.3809 60.6886 70.7416 55.6219 46.1429 45.2416 43.5513 42.2461 41.3665 40.7741 38.3759 37.3861 35.9896 57.9306
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.092550000000000007 0.024640000000000006 0.40124500000000002 0.089295000000000013 0.13754500000000003 -1.0000000180025095e-35 0.098035000000000011 -0.16363499999999997 -0.066089999999999996 0.092235000000000025 0.033845000000000007 1.0000000180025095e-35 0.080150000000000013 -0.060129999999999996 0.10250500000000001 0.149315 -1.0000000180025095e-35 0.082750000000000004 -0.03241999999999999 -0.13027499999999997 -0.04890499999999999 0.09055500000000001 -0.10011499999999998 0.13597000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 10 17 13 27 21 11 -3 -1 -6 15 26 20 19 -19 25 28 -7 -13 -12 -14 -4 -15 -5 -8 -30
right_child=1 5 6 8 7 9 16 -9 -10 -11 23 22 24 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.01107181781311105 0.0060640310747836776 0.0024533012131203701 0.0087303880376883147 0.011668790860253457 0.010512701705014321 0.0088948048645010706 0.012696618702113407 0.012253619019290625 0.0062306215415686922 0.0028515695424605209 0.0017165950421290472 0.0043032669331359635 0.010213690891257281 0.0071421516170405404 0.0036778625551679377 0.0063656682282709955 0.0090221227434506435 0.014591697753056127 0.011229417164475827 0.0086331701954401891 0.0076586618712947601 0.0054926627289608818 0.0072779434040774419 0.0047880517668300697 0.007142464762636397 0.011175063372575976 0.010319193213935122 0.0091999385947020649 0.010539903977905316 0.0074024138238057901
leaf_weight=134 178 40 25 40 21 36 26 21 29 20 82 43 32 20 28 92 142 39 53 33 21 23 30 20 31 1214 43 49 534 22
leaf_count=134 178 40 25 40 21 36 26 21 29 20 82 43 32 20 28 92 142 39 53 33 21 23 30 20 31 1214 43 49 534 22
internal_value=0 0.00579533 0.0105027 0.00735687 0.00896958 0.00422316 0.0108095 0.00779237 0.00930709 0.00637437 0.00343271 0.00443815 0.0103141 0.00733312 0.00696825 0.00756264 0.010152 0.0111686 0.0126547 0.0110611 0.0104181 0.00756855 0.00552574 0.00231884 0.00870245 0.0111257 0.00931061 0.0103095 0.0105177 0.0104158
internal_weight=0 590 2531 296 422 294 2109 225 118 79 215 113 197 204 183 155 745 1364 92 1272 603 59 73 102 63 1239 63 89 582 556
internal_count=3121 590 2531 296 422 294 2109 225 118 79 215 113 197 204 183 155 745 1364 92 1272 603 59 73 102 63 1239 63 89 582 556
is_linear=0
shrinkage=0.00189484


Tree=234
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 4 2 14 10 43 457 1 0 11 12 132 133 13 43 47 4 1 12 131 13 16 1
split_gain=3962.15 666.588 442.114 321.984 279.525 230.985 178.596 171.085 148.72 126.523 85.5525 80.2099 64.2712 62.3809 109.425 54.7741 65.7147 54.6287 53.818 65.0555 49.0454 49.5441 47.4334 77.3904 46.5875 42.2662 40.6463 40.5135 39.6321 38.4845
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 -0.080389999999999989 0.088105000000000003 0.13404500000000005 -0.0060199999999999993 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.062655000000000016 -0.014199999999999999 -0.080324999999999994 0.080930000000000016 0.088975000000000012 0.18019500000000002 1.0000000180025095e-35 -0.040564999999999997 0.091050000000000006 0.089200000000000015 -0.10664 0.13895500000000002 1.0000000180025095e-35 0.41555500000000006 0.091450000000000017 0.095780000000000018 0.091440000000000007 -0.016469999999999995 0.13751500000000003 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 6 18 7 -1 9 -6 10 24 -4 -8 15 -15 16 20 -13 19 22 21 -11 -3 -24 -5 -22 -2 -19 -7 -18
right_child=1 2 11 5 8 28 12 -9 -10 13 -12 17 -14 14 -16 -17 29 27 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011956883882207663 0.012919381479979375 0.0061971188531388128 0.001249374478741032 0.012580374011824408 0.01088176970715888 0.006418106216080053 0.0079212939765756947 0.0070817015520482631 0.0064400411482808664 0.0075933276210559571 0.014759965906739725 0.003080302458319922 0.0038073832306175373 0.011930272352666969 0.0066097024490903286 0.0086414832737552513 0.015307466262132237 0.0034933796257970509 0.0030702665588159457 0.0041645712437385794 0.012149580022499074 0.011762876808935452 0.0097044214017394485 0.0051172178563923306 0.011609537992397631 0.011191467403542661 0.0097553529101394622 0.006894076434524477 0.0098462099342334873 0.012498495253938461
leaf_weight=35 54 185 45 1125 84 27 43 24 40 21 59 68 20 33 24 20 27 20 20 44 409 20 39 20 211 278 20 34 22 50
leaf_count=35 54 185 45 1125 84 27 43 24 40 21 59 68 20 33 24 20 27 20 20 44 409 20 39 20 211 278 20 34 22 50
internal_value=0 0.00669584 0.00603264 0.0118901 0.00704537 0.0120305 0.008523 0.0121173 0.00944895 0.0121703 0.0125257 0.00341287 0.00661529 0.0116083 0.00969003 0.0117408 0.0118178 0.00421088 0.0060777 0.00628654 0.0116417 0.00962725 0.0066692 0.00814944 0.012427 0.0117619 0.0120642 0.00563456 0.00795725 0.0134835
internal_weight=0 673 599 2448 432 2350 98 2301 124 2277 1395 167 63 882 57 825 805 122 308 288 728 41 244 59 1336 687 74 54 49 77
internal_count=3121 673 599 2448 432 2350 98 2301 124 2277 1395 167 63 882 57 825 805 122 308 288 728 41 244 59 1336 687 74 54 49 77
is_linear=0
shrinkage=0.00189594


Tree=235
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 124 47 4 1 15 14 2 0 1 457 12 2 1 0 4 14 159 52 131 52 16 474
split_gain=4076.27 665.174 471.723 338.128 298.505 222.391 152.571 137.542 111.322 103.395 92.7952 169.252 109.953 90.8146 69.4749 64.3304 60.6958 56.6986 48.3376 47.6152 46.6897 46.2596 41.7608 40.3696 44.9428 39.665 39.0478 36.1648 45.5854 35.4995
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.14122000000000004 -0.080389999999999989 0.13082500000000002 -0.013125 0.086920000000000011 -0.17952999999999997 0.062655000000000016 -0.090999999999999984 0.18019500000000002 0.16540500000000002 0.048635000000000005 0.095780000000000018 0.14019000000000004 0.086920000000000011 -0.097274999999999986 0.0067750000000000006 -0.46413499999999996 0.084250000000000005 0.40674500000000008 0.091440000000000007 -0.077024999999999996 -0.27167499999999994 0.10008000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 13 -6 10 17 16 15 18 -13 14 -1 21 27 -5 -12 23 25 -7 -22 -3 -25 -16 -2 -4 -29 -23
right_child=1 2 9 8 6 7 -8 -9 -10 -11 11 12 -14 -15 20 -17 -18 -19 -20 -21 22 29 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0087088985275874456 0.01242215739764998 0.008557944845050295 0.0010453361451256309 0.0053311142778334989 0.010716880975747606 0.014182539179640668 0.0061790070392733574 0.0075692980847683325 0.011235470650501657 0.0070837311061859067 0.011430481002739792 0.010084935426701953 0.0041377829159829861 0.014272852663214777 0.012302092365023404 0.0083807696346313021 -6.5182233449506417e-05 0.0087116790442193521 0.0099610448960362526 0.0037866468015938281 0.011702335469056534 0.01148633084421581 0.0097684163998493605 0.0063469635499154116 0.0044734423528352985 0.010063452685322069 0.0093878911917562782 0.0028276629494012892 0.0051993398073870425 0.013862253892883711
leaf_weight=22 54 21 22 38 82 26 37 41 28 22 187 20 23 62 998 20 22 31 131 35 361 366 43 174 59 28 20 83 42 23
leaf_count=22 54 21 22 38 82 26 37 41 28 22 187 20 23 62 998 20 22 31 131 35 361 366 43 174 59 28 20 83 42 23
internal_value=0 0.00635511 0.0057069 0.01151 0.00683324 0.01165 0.00930595 0.0108827 0.00811585 0.00330091 0.0110533 0.0103581 0.0069039 0.0120742 0.0119803 0.0116303 0.00280847 0.00684992 0.0108251 0.00581507 0.0120307 0.0117869 0.0114965 0.00609457 0.00587255 0.012241 0.0116021 0.00323854 0.00362455 0.0116268
internal_weight=0 673 599 2448 408 2351 119 837 97 191 796 361 43 1514 1452 435 169 69 318 289 1430 415 404 254 233 1026 74 147 125 389
internal_count=3121 673 599 2448 408 2351 119 837 97 191 796 361 43 1514 1452 435 169 69 318 289 1430 415 404 254 233 1026 74 147 125 389
is_linear=0
shrinkage=0.00185503


Tree=236
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 4 1 15 1 49 0 4 50 40 2 1 15 151 3 3 12 123 0 43
split_gain=6642.54 1080.49 525.729 489.408 394.742 342.804 250.908 212.681 201.822 176.107 131.032 128.587 212.527 130.395 101.76 94.7438 88.8665 88.3134 77.6159 74.6995 65.3837 61.6136 61.1913 71.7594 59.5657 58.9904 57.8313 57.456 53.3875 53.2753
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10855000000000002 0.14122000000000004 0.09253500000000002 0.062655000000000016 -0.013125 0.086920000000000011 -0.17952999999999997 0.090275000000000008 -0.054984999999999992 0.18019500000000002 -0.062539999999999984 0.041865000000000006 -0.077714999999999992 -0.0091949999999999983 0.13075500000000004 -0.41942499999999994 -1.0000000180025095e-35 -0.14847999999999997 -0.10831999999999999 0.090285000000000018 0.106035 -0.092759999999999995 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 10 19 -8 11 -4 14 16 26 -14 -1 -2 24 -9 22 -3 -16 -5 -6 -24 -7 -26 -13 29 -22 -19
right_child=1 4 9 21 18 8 7 17 -10 -11 -12 12 13 -15 20 -17 -18 27 -20 -21 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0099407730040605435 0.0056851450669746185 0.0029702535621220264 0.008659782898155912 0.0047730266734861224 0.001286120354934869 0.010779350749276233 0.0065263496547812135 0.0064125476802213213 0.0055925917259266895 0.0046041821893789067 0.011889709843170124 0.0094451612679275314 0.0079115724584570835 0.0028976708247989034 0.0066506186459219961 0.0088648768490544021 0.006428903522564566 0.0018352294824639436 0.0026680472315214511 0.00043441858459957356 0.0075886051984174231 0.0020504055029938744 0.00049586733652734699 -0.0030949369782824199 0.0070153001200188598 0.0094447544542479323 0.0081705182432529992 0.00093497253159054638 0.0094575208781244972 0.0039901328824587419
leaf_weight=1179 23 46 34 60 29 66 69 20 41 63 62 115 20 23 23 121 20 30 23 50 37 24 22 24 22 327 203 20 213 112
leaf_count=1179 23 46 34 60 29 66 69 20 41 63 62 115 20 23 23 121 20 30 23 50 37 24 22 24 22 327 203 20 213 112
internal_value=0 0.00420782 0.0093022 0.00675 0.00290532 0.00943739 0.00362413 0.00437936 0.00869984 0.00602573 0.00984513 0.00885989 0.00822628 0.00522972 0.00975783 0.008357 0.00938572 0.0035654 0.000360134 0.00164951 0.00896775 0.00399513 -0.000347626 -0.0013776 0.00952821 0.00929161 0.00863147 0.0032139 0.00918092 0.00353487
internal_weight=0 673 2448 228 445 2351 347 251 837 97 1514 796 361 43 1452 144 435 182 98 96 273 84 75 46 415 349 318 162 250 142
internal_count=3121 673 2448 228 445 2351 347 251 837 97 1514 796 361 43 1452 144 435 182 98 96 273 84 75 46 415 349 318 162 250 142
is_linear=0
shrinkage=0.00143612


Tree=237
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 123 0 2 12 2 15 4 0 0 0 15 3 4 15 0 4 14 4 3 15 2
split_gain=4608.69 617.411 516.156 331.798 283.414 220.151 215.609 158.824 149.315 140.004 121.317 105.116 88.9208 86.8195 86.6355 87.082 84.0487 72.9774 66.2586 58.4667 58.446 56.6218 109.686 57.1781 54.1804 49.536 47.6253 47.5403 46.9476 46.9251
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.095175000000000023 -0.16363499999999997 0.40124500000000002 0.089295000000000013 -0.030209999999999997 0.10444500000000002 -0.088589999999999988 0.14960000000000004 0.13592500000000005 0.015030000000000002 -0.23194499999999998 -0.14832499999999996 -0.23001499999999997 1.0000000180025095e-35 0.149315 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.033845000000000007 -0.41790499999999997 -0.0070899999999999991 -0.11255999999999998 -0.41942499999999994 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 16 13 17 -6 26 20 11 12 -9 19 15 27 -1 -4 -14 25 -7 23 -23 -18 -19 -3 -5 -8 -15 -2
right_child=1 5 6 8 7 9 14 10 -10 -11 -12 -13 18 28 -16 -17 21 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01295998648164272 0.006984676795526887 0.0051696132701653163 0.012780612252519469 0.011188736038852808 0.010592829981676195 0.0085578328907257774 0.011447265352360569 0.0066777939095079017 0.0060431353709129946 0.0025798072778146709 0.0033893302521793398 0.0057312474237388869 0.0078870698217956125 0.0032572686414477441 0.0072730284384421003 0.0087767929742195716 0.011688843320541549 0.010952533843257773 0.011017052669461545 0.005893526180563117 0.0053949420790481871 0.0099400873007278526 0.0062521924995412766 0.0086994993750706979 0.0099403335133640379 0.0027790778824126274 0.0089199334223361536 0.010040678116974238 0.00067846206460886482 0.0052347425545682322
leaf_weight=22 52 27 49 46 35 36 70 47 29 20 20 58 32 28 31 119 51 1371 33 26 23 76 26 22 140 91 43 329 43 126
leaf_count=22 52 27 49 46 35 36 70 47 29 20 20 58 32 28 31 119 51 1371 33 26 23 76 26 22 140 91 43 329 43 126
internal_value=0 0.00550189 0.0103121 0.007082 0.00874739 0.00391104 0.0106251 0.0075589 0.00909737 0.00612357 0.00700002 0.00742481 0.00830183 0.00309807 0.00978979 0.00994041 0.0101048 0.0109191 0.00947614 0.00378963 0.00732484 0.00974585 0.00900004 0.0107879 0.0108587 0.00332606 0.0100926 0.0102874 0.00169546 0.00574596
internal_weight=0 590 2531 296 422 294 2109 225 118 79 190 170 112 215 549 518 197 1560 65 144 59 175 102 73 1511 118 89 399 71 178
internal_count=3121 590 2531 296 422 294 2109 225 118 79 190 170 112 215 549 518 197 1560 65 144 59 175 102 73 1511 118 89 399 71 178
is_linear=0
shrinkage=0.00154987


Tree=238
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 3 2 4 13 2 14 47 4 39 4 3 47 49 12 0 16 11 4 0 151 0
split_gain=6462.2 796.579 711.473 416.384 392.561 321.161 277.551 263.999 254.083 166.454 155.035 130.557 113.795 111.468 102.874 100.698 97.4302 94.9269 86.1282 132.28 84.9159 95.1519 71.7257 61.9831 58.4466 57.2927 74.9298 54.5423 54.3806 53.9446
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.091625000000000012 -0.16363499999999997 -0.025214999999999998 -0.11171999999999999 0.11177500000000001 0.053180000000000012 -0.47860499999999995 0.11704500000000001 0.076175000000000007 0.077555000000000013 -0.019614999999999997 0.096625000000000016 -0.062539999999999984 0.092670000000000016 0.091680000000000011 -0.085174999999999987 0.11734000000000001 -0.078244999999999995 -0.008904999999999998 0.080455000000000013 -0.15464999999999998 -0.030209999999999997 -0.059889999999999992 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 13 8 14 -5 17 -1 -10 22 -7 -2 29 18 -12 23 -11 -20 21 -9 25 -3 -18 26 -8 -24 -23 -4
right_child=1 5 6 7 -6 12 11 20 10 15 16 -13 -14 -15 -16 -17 24 -19 19 -21 -22 28 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0070817903472230239 0.011390975496009679 0.0025852119658242071 0.011190005357557433 0.012793669828208034 0.0050456556180437694 0.002212826644365768 0.0087994562665847167 0.009772922168522484 0.0096438831344581154 0.013437152207127699 0.0090132705071599914 0.010028863388691226 -0.002137816547196583 0.0065326147169524756 0.015832488921838618 0.015153636308085619 0.0053939726717170322 0.0011292063115523085 0.011580163194499397 0.0065001436315886632 0.0095939467025666567 0.0064461934813827152 0.011398721639307578 0.0055465714979702858 0.002082984216065586 0.013955582866092496 0.012176128546696748 0.0077480195909154512 0.0036603615376405896 0.013068995820219019
leaf_weight=26 95 48 56 31 75 58 24 21 38 57 20 137 33 20 46 32 66 60 97 22 31 66 41 51 26 60 547 22 39 1176
leaf_count=26 95 48 56 31 75 58 24 21 38 57 20 137 33 20 46 32 66 60 97 22 31 66 41 51 26 60 547 22 39 1176
internal_value=0 0.0052214 0.0120954 0.00987841 0.00837484 0.00372352 0.012539 0.00780559 0.00463304 0.0115438 0.00637929 0.0116975 0.000635121 0.010546 0.0130861 0.0121015 0.00527165 0.00298565 0.0115466 0.010641 0.00682068 0.00613837 0.0120269 0.00411076 0.00445826 0.0122169 0.0120342 0.0101239 0.00541146 0.0129836
internal_weight=0 590 2531 422 190 400 2109 188 309 234 150 831 91 115 1278 208 112 159 176 119 157 126 694 99 92 631 571 63 105 1232
internal_count=3121 590 2531 422 190 400 2109 188 309 234 150 831 91 115 1278 208 112 159 176 119 157 126 694 99 92 631 571 63 105 1232
is_linear=0
shrinkage=0.00187044


Tree=239
num_leaves=31
num_cat=0
split_feature=1 12 2 3 14 13 130 4 4 43 43 132 4 0 3 0 1420 48 51 4 14 150 52 48 13 12 51 151 151 160
split_gain=476.743 119.374 65.3843 51.1012 46.939 43.4959 41.8028 41.0878 40.4319 39.6138 41.7674 35.3076 31.9765 37.1437 32.4014 31.2663 31.2063 36.5845 30.9076 30.5444 26.0765 24.6856 24.1031 23.4045 24.388 22.4696 20.9781 22.6663 30.4273 20.1687
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 0.31370500000000007 0.078320000000000015 -0.47860499999999995 -0.0060099999999999989 0.033845000000000007 -0.033174999999999989 -0.04890499999999999 -0.09225499999999999 0.08696000000000001 -0.35136499999999998 -0.079829999999999998 0.090900000000000009 -0.085669999999999982 -0.083904999999999993 0.092475000000000016 -0.40274499999999996 1.0000000180025095e-35 -0.46166999999999997 0.08926000000000002 0.12603000000000003 0.11156500000000001 -0.081029999999999977 -0.26532499999999998 -0.15042499999999998 -0.08718999999999999 -0.093064999999999981 0.08443500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 9 25 -2 15 -8 10 -1 21 -11 14 -14 26 -17 -18 -10 -12 -20 23 -19 24 -4 -5 -3 28 -28 -9
right_child=3 7 11 5 -6 -7 8 29 18 12 19 -13 13 -15 -16 16 17 22 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0082683635945878155 -0.00012959728848337113 0.012711943703943131 0.0037978594898670018 0.0053856441532589162 0.011951963365144985 -0.0026940975427220057 0.0085844017217664437 0.0065179397586478394 0.0080406766557153588 0.010097494650563464 0.0048348872088127513 -0.0004185710110059478 0.0089597729902740862 0.0021365699042368712 0.0053833384263447213 0.012226595427612988 0.0082269575094698292 0.006848981661903817 0.0072271493822736663 -0.00055598782142453817 0.0028720070627922742 0.0021184663713024986 0.0017710287075475529 0.0020535970706987176 0.0079070094242422312 0.00053191468468678381 0.0088786860228049699 0.009303460048237731 0.002969941948019719 0.0088269001151894226
leaf_weight=41 31 24 31 26 28 34 32 249 24 62 66 20 94 21 61 27 1162 43 23 20 158 34 20 20 66 30 35 548 20 71
leaf_count=41 31 24 31 26 28 34 32 249 24 62 66 20 94 21 61 27 1162 43 23 20 158 34 20 20 66 30 35 548 20 71
internal_value=0 0.00789376 0.00632532 0.00320683 0.0071836 0.000715387 0.00404351 0.00829604 0.00458936 0.00681781 0.00509438 0.00435278 0.00773746 0.00690608 0.00755227 0.0085116 0.00816276 0.00807318 0.00396575 0.0035812 0.00342542 0.00498474 0.00523693 0.00581768 0.00659378 0.00278543 0.00920819 0.00906874 0.00673005 0.00703024
internal_weight=0 2763 564 358 393 90 268 2199 237 365 127 171 238 176 155 1879 1252 1225 205 86 181 151 63 117 97 56 627 603 55 320
internal_count=3121 2763 564 358 393 90 268 2199 237 365 127 171 238 176 155 1879 1252 1225 205 86 181 151 63 117 97 56 627 603 55 320
is_linear=0
shrinkage=0.00382148


Tree=240
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 4 2 14 2 49 4 1 1 51 160 12 52 0 1 1429 52 1 16 14 157 49
split_gain=3955.61 683.557 434.157 340.58 288.555 264.118 172.051 154.814 137.834 127.17 119.452 104.199 87.6473 58.972 56.2956 59.2854 55.795 81.3372 67.6167 51.895 49.8613 47.8204 42.657 100.034 62.6104 42.6417 41.3438 39.5476 38.9274 34.7394
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.091265000000000013 0.092845000000000025 0.13082500000000002 0.40473500000000007 0.13754500000000003 0.062655000000000016 0.094835000000000017 0.088340000000000016 -0.013125 0.086455000000000018 0.11392000000000001 -0.085989999999999997 -1.0000000180025095e-35 0.090285000000000018 -0.077024999999999996 -0.097274999999999986 0.080270000000000022 0.084690000000000015 0.31359500000000001 0.15964000000000003 -0.0073349999999999986 -0.41790499999999997 -0.0041249999999999993 0.082865000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 16 6 11 12 20 -6 14 22 -1 -14 21 19 17 -3 -19 -16 -4 -8 24 29 -5 -22 -20 -18 -23 -24
right_child=1 2 8 5 9 -7 10 -9 -10 -11 -12 -13 13 -15 15 -17 27 18 26 -21 25 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013369303575311901 0.011979896465608646 0.0035538092086290101 0.00097870405854895578 0.012591955859136901 0.010791591921713101 0.0051823426454756204 0.014294890019191268 0.0068121805579546505 0.0077760020765511506 0.0067557492530283206 0.0080096113773400809 0.014696074533378532 0.0071263634284439766 0.011113543847790945 0.012259863117941623 0.0081501577038597187 0.0073154155241223441 0.01041751664737982 0.0073697063075789885 0.010558329906387338 0.0040882847247031943 0.013048185185706922 0.011899446068012583 0.007933766944639575 0.0098935234781279049 0.0013590495602651062 0.0044058491411024629 0.0047580172607369024 0.011468280551667516 0.014411828575390171
leaf_weight=28 76 22 30 889 85 20 27 64 26 40 37 64 24 28 91 26 26 22 91 199 118 65 464 22 31 24 20 111 331 20
leaf_count=28 76 22 30 889 85 20 27 64 26 40 37 64 24 28 91 26 26 22 91 199 118 65 464 22 31 24 20 111 331 20
internal_value=0 0.00669903 0.00604643 0.01176 0.00712706 0.0119354 0.011995 0.00897592 0.00377057 0.00950012 0.0112824 0.0123662 0.0107069 0.00927331 0.0114462 0.0108502 0.0061112 0.00687825 0.00742816 0.0110923 0.00316509 0.0118915 0.0122616 0.0118263 0.012501 0.00362701 0.00683568 0.00524336 0.0117276 0.0120033
internal_weight=0 691 615 2430 417 2286 2266 144 198 125 776 1490 80 52 739 316 292 155 133 290 172 423 1426 506 920 142 111 137 396 484
internal_count=3121 691 615 2430 417 2286 2266 144 198 125 776 1490 80 52 739 316 292 155 133 290 172 423 1426 506 920 142 111 137 396 484
is_linear=0
shrinkage=0.00186649


Tree=241
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 4 1 14 0 1 47 4 0 15 0 4 0 4 1 12 1 1 51 47 16 51 131
split_gain=4797.15 805.085 519.932 396.163 341.4 294.412 206.654 168.287 167.222 166.053 126.185 165.31 183.688 116.692 113.73 112.535 77.4367 73.2032 69.7689 97.483 98.0273 69.5196 61.1138 56.1282 48.2933 50.4289 50.221 46.8085 45.6047 44.557
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.11362000000000001 0.062655000000000016 0.40473500000000007 0.09253500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.083135000000000014 0.13082500000000002 0.0067750000000000006 -0.033209999999999996 -1.0000000180025095e-35 -0.079119999999999982 -0.49405499999999997 -0.060129999999999996 -0.17966999999999997 0.16540500000000002 0.09320500000000001 0.080000000000000016 0.11392000000000001 -0.085989999999999997 0.078345000000000012 -0.059624999999999991 0.11444000000000001 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 9 24 6 7 10 -6 16 -5 12 -12 21 17 -8 -1 28 22 -20 23 -4 -19 -21 25 -3 -27 -16 -13 -2
right_child=1 2 13 5 8 -7 15 -9 -10 -11 11 14 -14 -15 27 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.011126022061130643 0.012028325746469455 0.0034163607670266577 0.0027748483197422174 0.015029439270027896 0.010114857299306548 0.0054485626616152093 0.010058173063687129 0.01380210831844225 0.0056968487486536903 0.0063468279033858967 0.01222898655782524 0.011853359008774655 0.0071147501582620575 0.0065705426756441443 0.010794769712141871 0.006268377503724068 0.0072965405215156855 0.013057713357221151 0.011089458050423115 0.0088799512713550171 0.0067673659888609619 -0.00051322053645962563 0.010291600594371463 0.012623874435154551 0.0045518999630679092 0.0058944589586669262 0.0088726430998843919 0.0090784882148805743 0.010320991081871339 0.0090140999332144322
leaf_weight=55 54 20 147 27 82 26 119 85 37 69 33 1101 57 22 128 29 22 79 366 26 34 22 34 22 142 107 20 75 61 20
leaf_count=55 54 20 147 27 82 26 119 85 37 69 33 1101 57 22 128 29 22 79 366 26 34 22 34 22 142 107 20 75 61 20
internal_value=0 0.00584552 0.00518234 0.0110459 0.00628201 0.0112207 0.0112867 0.0114237 0.00874119 0.00829032 0.0113248 0.0112752 0.00898997 0.00283332 0.011382 0.00931558 0.0100319 0.0115258 0.0110141 0.0107086 0.00900847 0.00234682 0.0122254 0.0105959 0.0052694 0.0059625 0.00636346 0.0101607 0.0117729 0.0112137
internal_weight=0 673 599 2448 408 2302 2276 2128 119 146 2043 2016 90 191 1926 148 77 1723 561 448 82 169 113 48 289 147 127 203 1162 74
internal_count=3121 673 599 2448 408 2302 2276 2128 119 146 2043 2016 90 191 1926 148 77 1723 561 448 82 169 113 48 289 147 127 203 1162 74
is_linear=0
shrinkage=0.0017251


Tree=242
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 2 1 1 150 2 3 2 2 47 39 475 1 4 160 4 3 1 49 156 52
split_gain=7499.55 1188.35 782.189 602.916 442.782 396.538 222.876 203.109 202.543 192.897 188.324 174.495 128.53 126.262 124.05 118.473 80.2537 73.6361 61.282 59.2783 58.7336 55.3256 52.1317 50.7401 48.1624 48.1462 46.9383 46.8791 45.8432 59.2773
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.17025000000000004 0.13501500000000002 0.40945500000000007 0.10672500000000001 0.09253500000000002 0.089770000000000016 1.0000000180025095e-35 0.090425000000000019 0.30112000000000005 -1.0000000180025095e-35 0.087675000000000017 0.090100000000000013 0.087690000000000004 -0.079029999999999975 0.11829500000000003 -0.51843499999999987 -1.0000000180025095e-35 -0.036839999999999991 1.0000000180025095e-35 0.15799000000000005 -0.053364999999999996 1.0000000180025095e-35 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 18 6 12 9 13 15 21 -5 17 20 16 19 -14 -1 25 -4 -7 -6 -19 -11 -2 -3 -9 -13 29 -22
right_child=1 2 7 11 10 8 -8 26 -10 23 -12 27 14 -15 -16 -17 -18 22 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012764770716653721 0.012779326444509246 0.0043122348074813603 0.0079432191293836926 0.010860904826845067 0.011747910254073048 0.012845496149513715 0.015060671227744661 0.0014007659310645534 0.007546215037025357 0.0040955699791490018 0.0059573855516503434 0.0076075402639203087 0.0089988295168561515 0.0076705709498092727 0.0078492302169113574 0.0023016101324359762 0.011875003224778946 0.014613523273357729 0.0074773939663614428 0.0048462125096283551 0.01006778190814449 0.0085953428607938986 0.011966898955803945 0.0018471938462202968 0.0099959484956261939 0.0059350879969640854 -0.0016880146352844555 0.0048123303059004552 0.012530147914412921 0.011523159587208447
leaf_weight=810 50 99 38 34 53 54 76 33 48 36 28 34 28 27 25 22 263 20 33 28 146 20 662 96 24 92 21 29 46 146
leaf_count=810 50 99 38 34 53 54 76 33 48 36 28 34 28 27 25 22 263 20 33 28 146 20 662 96 24 92 21 29 46 146
internal_value=0 0.00577063 0.0050163 0.0118582 0.00671091 0.012021 0.0123513 0.00300628 0.0106887 0.00369519 0.00951835 0.00791221 0.0122374 0.0110488 0.0113017 0.00554741 0.0115983 0.0124355 0.00544506 0.00662934 0.0112814 0.0108842 0.0120445 0.00246039 0.0118766 0.00509392 0.000199573 0.00632086 0.0110316 0.0107955
internal_weight=0 673 599 2448 325 2351 1884 274 467 220 101 97 1808 419 316 88 291 1492 224 66 392 73 682 132 74 191 54 63 338 292
internal_count=3121 673 599 2448 325 2351 1884 274 467 220 101 97 1808 419 316 88 291 1492 224 66 392 73 682 132 74 191 54 63 338 292
is_linear=0
shrinkage=0.00161508


Tree=243
num_leaves=31
num_cat=0
split_feature=1 1 16 2 0 3 2 160 1 14 4 52 150 3 159 43 160 16 51 0 1419 16 157 51 3 51 0 13 43 51
split_gain=611.525 144.309 85.1603 62.6722 59.0628 54.8945 43.1622 42.4799 37.2066 32.752 35.6361 54.8313 46.2372 33.0334 29.709 28.5472 28.6356 29.9924 28.4008 37.1532 25.9875 33.324 32.0661 34.9965 36.7899 29.1841 32.6854 27.2328 34.5104 23.6869
threshold=0.10124500000000002 0.12337000000000002 0.51222500000000004 0.10252500000000002 0.22582000000000002 -0.022174999999999997 0.11362000000000001 -0.066074999999999981 0.16773500000000005 0.062655000000000016 0.0067750000000000006 1.0000000180025095e-35 0.09487000000000001 0.10299500000000002 -1.0000000180025095e-35 -0.00045499999999999995 -0.077849999999999989 -0.0073349999999999986 -0.031924999999999995 -0.11991499999999998 0.082370000000000013 0.013515000000000001 -0.085154999999999995 -0.13782999999999998 -0.11171999999999999 -0.14660499999999996 -0.11991499999999998 0.0049450000000000006 -0.17390999999999998 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 -2 9 -8 14 10 13 12 18 20 -3 -5 -17 -18 -12 -20 21 25 -23 -24 -25 -1 -27 -28 -29 -16
right_child=1 8 -4 15 -6 -7 7 -9 -10 -11 11 -13 -14 -15 29 16 17 -19 19 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.010843222165436293 0.0069453864777461799 0.0057849051950701119 0.0077334977799894903 0.0021592152490655533 0.0020207170684264841 0.0034801249694139608 0.0021300338563807098 0.0062148274757300856 -0.00112653641211573 0.0088589755744727331 0.0027792128721419065 0.0075633144365573474 0.00088635637149427689 0.0043814591857589263 0.0041682931917821926 0.0074705156224389542 0.0045397954368971913 0.0011627875504651472 0.0097737280808140609 0.0054469417121229416 0.0089665101290513048 0.009202478916723978 0.0080945423464106481 0.0024297347884678672 0.0059139423826850218 0.005045445902406658 0.0075628863921444892 0.0080514422322071344 0.0052938426017065951 0.0019530786528171398
leaf_weight=20 113 24 79 88 20 58 25 146 23 88 25 124 20 34 51 20 92 29 20 99 72 28 50 30 166 51 1166 60 104 196
leaf_count=20 113 24 79 88 20 58 25 146 23 88 25 124 20 34 51 20 92 29 20 99 72 28 50 30 166 51 1166 60 104 196
internal_value=0 0.00400613 0.00498627 0.0044437 0.00697535 0.00577003 0.00701791 0.00561764 0.00240923 0.00712892 0.00705534 0.00611035 0.00501176 0.00720815 0.00270931 0.00345329 0.00426094 0.00373043 0.00558474 0.00617413 0.00726316 0.00718994 0.00626643 0.00593225 0.00538065 0.00737056 0.00732027 0.0074075 0.00630272 0.00241047
internal_weight=0 773 479 400 2348 171 2328 171 294 2157 2069 288 164 1781 271 229 141 121 144 119 1747 1675 274 246 196 1401 1381 1330 164 247
internal_count=3121 773 479 400 2348 171 2328 171 294 2157 2069 288 164 1781 271 229 141 121 144 119 1747 1675 274 246 196 1401 1381 1330 164 247
is_linear=0
shrinkage=0.00289552


Tree=244
num_leaves=31
num_cat=0
split_feature=1 1 4 3 0 12 39 2 3 1420 3 3 132 133 133 13 0 4 16 52 51 3 51 1 49 15 0 49 2 49
split_gain=496.305 115.007 77.7762 59.0257 50.8491 44.9319 44.6693 42.0792 40.4667 35.556 47.1257 48.0676 34.7488 32.7741 31.7346 40.0485 28.5621 27.8502 33.6238 26.7735 26.2671 27.6429 24.7995 22.1283 22.8343 21.7474 21.4443 21.169 20.615 18.5707
threshold=0.11690500000000002 0.095950000000000021 -0.021294999999999998 0.30112000000000005 -0.074229999999999977 -1.0000000180025095e-35 0.087735000000000021 1.0000000180025095e-35 0.092670000000000016 -0.069964999999999986 -0.10831999999999999 -0.15713499999999997 0.10365500000000001 0.0068000000000000014 -0.038089999999999992 -0.090204999999999994 -0.14920999999999998 0.033845000000000007 -0.10850999999999998 0.090245000000000006 0.14122000000000004 -0.059315 -0.16666999999999996 0.10587000000000001 -0.047584999999999995 -0.065449999999999994 -0.099059999999999995 -0.0087849999999999977 0.15950500000000004 0.12497000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 8 -3 14 13 16 -6 11 -11 28 -4 -2 -16 27 20 -19 23 21 -18 -7 24 -9 -10 -17 -1 -5 -12
right_child=3 2 7 12 9 22 -8 19 25 10 29 -13 -14 -15 15 26 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0063734294228981105 0.0012946723162152625 0.0030863847155964221 0.0064201152612292029 0.00071280810528260479 0.009424709312546185 0.010081868482145019 0.0021092517121744899 -0.00082262931556689354 0.0061592076604407592 0.0059478675963933096 0.0062450150168569191 0.00092174211595265061 0.0035765119213147013 0.0027422608446657144 0.0011417242069193837 0.003530316082934159 0.0070215318204470646 0.0066608595059380387 0.0039090472538595034 0.0063609079799717026 0.0042648234541034676 0.0093559241523528472 0.0066804368037250324 0.0035034609195426008 0.0033654695851910409 0.0017675640344126525 0.0066233472290836244 0.0093543720344694704 -0.0027391657358367197 0.0039442686742703686
leaf_weight=31 24 30 91 49 24 23 134 27 21 34 353 37 28 30 20 28 1312 133 60 22 31 49 151 116 22 21 82 78 24 36
leaf_count=31 24 30 91 49 24 23 134 27 21 34 353 37 28 30 20 28 1312 133 60 22 31 49 151 116 22 21 82 78 24 36
internal_value=0 0.00637771 0.005074 0.00269368 0.00667839 0.00653539 0.0033976 0.00410607 0.00692224 0.00580374 0.00561482 0.00332862 0.000686435 0.00550825 0.00451864 0.00511383 0.0069956 0.0068917 0.00580537 0.00319877 0.00704231 0.00710558 0.00713005 0.00277716 0.00105774 0.00396339 0.00583603 0.00850658 -0.000422087 0.00603209
internal_weight=0 2732 512 389 2220 204 288 308 1736 484 460 71 101 121 154 130 1694 1585 193 187 1392 1361 174 165 49 42 110 109 73 389
internal_count=3121 2732 512 389 2220 204 288 308 1736 484 460 71 101 121 154 130 1694 1585 193 187 1392 1361 174 165 49 42 110 109 73 389
is_linear=0
shrinkage=0.00305153


Tree=245
num_leaves=31
num_cat=0
split_feature=4 3 9 40 1375 44 4 0 12 1 40 14 42 13 3 1 2 0 43 159 49 2 131 133 43 3 13 43 43 160
split_gain=414.335 125.117 78.5543 50.22 45.9087 44.3432 44.5557 67.5032 47.9714 38.9088 36.9946 36.7052 34.0933 31.3657 30.3982 26.1459 35.5245 25.8013 25.3685 24.5238 23.6572 34.5525 22.9678 22.1946 20.8069 19.6233 18.8316 18.7628 18.6609 51.0142
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 -0.27302499999999996 0.081805000000000017 -0.07168999999999999 -0.026509999999999995 0.11903500000000002 0.13075500000000004 -0.078554999999999986 0.062655000000000016 0.11649000000000002 -0.01163 0.11296500000000002 0.08864000000000001 0.090545000000000014 0.024095000000000002 0.084740000000000024 0.082105000000000025 -1.0000000180025095e-35 0.11510000000000002 0.096070000000000016 0.0068000000000000014 0.0051600000000000005 -0.022174999999999997 -0.016469999999999995 0.10915000000000001 -0.016814999999999997 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -4 6 8 12 11 10 -2 24 14 -1 15 -8 23 22 20 -3 -12 -22 26 -17 28 -18 -11 -26 29 -6
right_child=9 19 3 -5 5 -7 7 -9 -10 17 18 -13 -14 -15 -16 16 25 -19 -20 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0046063887204585638 8.4689928348411655e-05 0.0038114976114315756 0.0021325264537063464 0.0022528965097935202 0.0026584155678827295 0.0099240185406403256 0.006564139323971682 0.001501974356437092 0.001841826160130405 -0.00010298178146000097 0.0015646585353094255 0.0094825266071908287 0.0038226564888724241 -0.00063523932404260959 0.0022118873265280998 0.0063746569616274082 0.0013826941207597124 -0.0018515428418395461 0.0073761688695020301 7.191755364814218e-05 0.0066660231476309154 0.0027717704999607219 0.0047607756359558783 0.0032629323395833958 0.0051410734280115302 0.0047570483301404218 0.0027319577011981552 0.0073363554794333543 0.0074558560484666815 0.0068676456446138297
leaf_weight=26 32 38 27 32 34 38 943 35 20 60 48 58 67 23 20 265 27 26 20 37 41 60 22 27 131 58 43 61 477 325
leaf_count=26 32 38 27 32 34 38 943 35 20 60 48 58 67 23 20 265 27 26 20 37 41 60 22 27 131 58 43 61 477 325
internal_value=0 0.00613204 0.006248 0.00632399 0.00637385 0.00641813 0.00636584 0.00598719 0.00685953 0.00236603 0.00330821 0.00695193 0.00609877 0.00214603 0.00621257 0.00627319 0.00554542 0.00111187 0.00391858 0.00196664 0.00345448 0.00435261 0.00172826 0.00608693 0.00680916 0.00368519 0.00108054 0.00583853 0.00703207 0.006469
internal_weight=0 2769 2694 2645 2613 2586 2548 1442 1106 352 201 1086 1407 49 1340 1320 377 151 169 75 149 101 125 292 1028 85 103 192 836 359
internal_count=3121 2769 2694 2645 2613 2586 2548 1442 1106 352 201 1086 1407 49 1340 1320 377 151 169 75 149 101 125 292 1028 85 103 192 836 359
is_linear=0
shrinkage=0.00326957


Tree=246
num_leaves=31
num_cat=0
split_feature=4 3 2 9 457 44 49 2 96 4 0 41 41 13 13 4 15 43 4 3 0 12 3 0 3 1 0 484 1 2
split_gain=335.611 101.345 68.2338 46.7801 37.5093 36.1323 35.4419 33.547 34.4067 25.8203 54.2307 25.3438 25.4313 24.1469 33.6359 28.8631 24.2589 23.8163 24.1286 22.5095 28.5454 27.2809 22.3567 22.1471 21.3575 21.2506 20.4888 19.3369 18.5432 32.2727
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.31508000000000008 0.081805000000000017 0.11560500000000001 0.25063000000000007 0.086715000000000014 -0.082249999999999976 -0.036484999999999997 0.085095000000000018 0.078065000000000009 0.05868000000000001 -0.0075049999999999987 0.42642000000000008 -0.43375999999999998 -0.50775499999999985 -0.50940999999999981 -0.0096849999999999974 -0.069444999999999993 -0.10022999999999999 -0.045649999999999989 -0.11013499999999998 -0.076969999999999997 0.088340000000000016 -0.084044999999999995 0.085595000000000018 0.08864000000000001 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 8 13 11 28 12 17 14 19 -16 -15 -5 22 20 -2 -21 -19 -3 -8 -12 -20 -28 -11 -30
right_child=7 23 -4 4 -6 -7 24 -9 -10 10 25 -13 -14 16 15 -17 -18 18 26 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0028206200573231825 0.0064247791283442574 0.0037199385477769192 1.7970967255242775e-05 0.0036638629051295975 0.0017941901774797609 0.010187671461512598 0.0063688522686427889 -0.0018273193133542575 -0.0014647363612581214 0.006741633852627887 0.0047719442518218171 0.0031125884770989848 0.011142338432089607 0.0029872895249902537 0.0037167882237137905 0.0081191861102176913 -0.0022060442088001051 0.01168201507848236 0.0081577621772201403 0.0038842954265588627 0.0012024765533883426 -2.4287482632435034e-05 0.0071937423980790319 -0.00039551101460524142 0.0034392367645911651 -0.00059946673017330474 0.0068628935570358013 0.0035835394310837093 0.0063511405482669777 0.0039432944991242844
leaf_weight=48 37 44 23 25 23 38 61 24 25 1207 21 20 24 29 53 34 22 33 180 41 24 63 29 31 80 20 339 27 400 96
leaf_count=48 37 44 23 25 23 38 61 24 25 1207 21 20 24 29 53 34 22 33 180 41 24 63 29 31 80 20 339 27 400 96
internal_value=0 0.00629495 0.00641399 0.00646907 0.00653583 0.00657778 0.00652423 0.00242889 0.00274032 0.00663009 0.00639013 0.00724825 0.00737414 0.00308727 0.00356089 0.00543727 0.000747028 0.00723127 0.00737796 0.00257153 0.0043701 0.0015166 0.00958266 0.00201889 0.00470666 0.00215174 0.00712761 0.00662097 0.00649217 0.00588511
internal_weight=0 2769 2694 2671 2623 2600 2562 352 328 2421 1744 677 657 303 252 87 51 633 608 165 61 104 62 75 141 41 546 366 1703 496
internal_count=3121 2769 2694 2671 2623 2600 2562 352 328 2421 1744 677 657 303 252 87 51 633 608 165 61 104 62 75 141 41 546 366 1703 496
is_linear=0
shrinkage=0.00372937


Tree=247
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 4 124 2 14 3 457 1 47 457 1 1 0 1 1 3 16 131 16 475 52 4
split_gain=4046.31 658.132 433.301 325.807 243.194 218.553 163.204 121.612 113.998 112.297 106.3 100.132 88.4549 63.587 53.0433 51.7192 51.0702 47.1647 60.5152 49.8847 46.7086 42.2578 41.8117 39.0087 37.9211 36.7261 36.188 35.3234 41.6643 38.6006
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.091265000000000013 0.17025000000000004 0.40945500000000007 -0.080389999999999989 0.10672500000000001 0.062655000000000016 0.30112000000000005 0.048635000000000005 0.088770000000000016 0.090100000000000013 0.080930000000000016 0.078340000000000007 1.0000000180025095e-35 -0.046359999999999991 0.089770000000000016 0.11551000000000002 -0.010424999999999999 0.13751500000000003 0.091440000000000007 0.15273500000000004 -0.088274999999999978 0.40674500000000008 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 16 6 7 12 9 13 14 22 15 -4 -5 27 -3 19 -19 20 -9 -21 -6 -11 -7 -2 -22 -1 29 -29
right_child=1 2 8 10 11 24 -8 17 -10 23 -12 -13 -14 -15 -16 -17 -18 18 -20 21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0085721077446409104 0.010582945347634759 0.0038144007718444489 0.0052532152651208535 0.0035630502761326106 0.010320133538190324 0.0043785202152210375 0.0050294595285912931 0.0094153510901656395 -0.0003712687486547556 0.0030308503654212808 0.0094037305026005262 0.0047896555967626032 0.0124787789141142 0.0015570855705804899 0.006881781848225234 0.0095424822058168719 0.0063854684245048844 0.0095725758619345756 0.0050474001369105893 0.012146014132947533 0.0056643293153494419 0.0098035949578099118 0.007470012352045927 0.00085962416125765992 0.0077519733780339077 0.007596212210288087 0.008758831013301405 0.013091599386615889 0.0080415194025304868 0.010450387077021943
leaf_weight=37 54 190 66 38 36 27 24 547 54 44 28 30 62 22 31 342 32 22 20 40 21 86 37 88 21 20 37 20 25 1020
leaf_count=37 54 190 66 38 36 27 24 547 54 44 28 30 62 22 31 342 32 22 20 40 21 86 37 88 21 20 37 20 25 1020
internal_value=0 0.00447846 0.00382404 0.00969123 0.00529439 0.00983075 0.00991362 0.00996506 0.00208001 0.00268169 0.00630965 0.00768548 0.0102767 0.00432918 0.00505407 0.0101821 0.00418501 0.00935798 0.00741773 0.00946946 0.009245 0.0105472 0.00887555 0.00158337 0.00585441 0.00977572 0.00763841 0.0103806 0.0104434 0.0105012
internal_weight=0 673 599 2448 325 2351 2303 2279 274 220 97 103 1506 88 69 1444 222 773 42 731 605 126 73 132 48 74 58 1102 1065 1040
internal_count=3121 673 599 2448 325 2351 2303 2279 274 220 97 103 1506 88 69 1444 222 773 42 731 605 126 73 132 48 74 58 1102 1065 1040
is_linear=0
shrinkage=0.0018828


Tree=248
num_leaves=31
num_cat=0
split_feature=4 3 2 12 1 150 1 2 12 1446 11 3 1 40 41 376 14 0 48 43 448 1452 15 16 15 13 148 3 16 43
split_gain=330.284 100.153 70.4091 46.6467 34.8783 34.3247 33.1769 30.9937 30.5281 35.0652 32.05 35.3401 105.892 29.3115 27.4894 27.3251 25.5082 33.2866 28.0867 34.5005 29.7446 22.9132 21.564 61.917 20.7078 19.7889 19.1833 18.3947 22.1597 17.8033
threshold=0.27287000000000006 0.11296500000000002 0.15950500000000004 -0.010834999999999999 0.093575000000000019 0.08926000000000002 0.14699000000000004 0.093320000000000014 0.092550000000000007 0.10734500000000001 1.0000000180025095e-35 -0.10217499999999997 0.080270000000000022 -0.0036699999999999992 0.081560000000000007 0.080200000000000007 -0.47013499999999991 -0.10096999999999999 0.12118000000000002 -0.04890499999999999 -1.0000000180025095e-35 0.086765000000000023 -0.0088349999999999974 0.13751500000000003 -0.41396999999999995 -0.0087749999999999981 -1.0000000180025095e-35 -0.14477499999999996 -0.066924999999999985 -0.096754999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 22 16 -1 10 26 11 12 29 15 -12 -6 -2 18 19 -18 -21 -13 -3 -24 -8 -17 -10 -28 -29 -5
right_child=6 5 -4 8 13 -7 24 -9 9 -11 14 21 -14 -15 -16 25 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0076536182241702493 0.0047769578738496897 0.0045550998946113147 -2.9476956319401754e-05 0.007403928691441913 0.0055990484289007523 2.4183392476066951e-05 0.0012300763548965593 0.0039565588574649972 0.002092939722679744 0.0011123308514185567 0.0080021553922392883 0.0053328098430688526 -0.0019514978663683134 -5.6526718518609018e-05 0.0041500505145139303 0.0034685738031576645 0.00043988062893849284 0.00086598712037066789 -4.425530317419128e-06 0.0013675564543675493 0.0053952048664201845 0.0070779497694040934 -0.00154052088992151 0.0055636481786202315 -0.0023768374567752714 0.00018861046446702731 0.0062683412319809303 0.0053119822907856488 0.0042478821071963765 0.0041412471565075125
leaf_weight=30 31 55 24 25 36 38 35 58 22 23 70 1333 23 25 21 53 24 128 23 21 67 69 23 20 23 23 76 316 371 35
leaf_count=30 31 55 24 25 36 38 35 58 22 23 70 1333 23 25 21 53 24 128 23 21 67 69 23 20 23 23 76 316 371 35
internal_value=0 0.00487759 0.00500522 0.00505154 0.00376628 0.00240655 0.00184082 0.00521692 0.00517284 0.00470615 0.0054121 0.00530786 0.00343563 0.00283449 0.00711321 0.00347981 0.00224349 0.00194486 0.0029678 0.00357817 0.00443406 0.0054187 0.00333032 0.00176374 -0.000200252 0.00247595 0.00481145 0.00488984 0.00473734 0.0055007
internal_weight=0 2769 2633 2609 225 136 352 88 2384 808 1576 1485 83 137 91 112 294 263 135 112 88 1402 98 43 58 76 785 763 687 60
internal_count=3121 2769 2633 2609 225 136 352 88 2384 808 1576 1485 83 137 91 112 294 263 135 112 88 1402 98 43 58 76 785 763 687 60
is_linear=0
shrinkage=0.00295293


Tree=249
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 124 47 2 150 1 2 2 1 2 2 14 457 4 12 52 159 52 16 159 475 131 15
split_gain=3770.45 615.041 411.051 334.866 282.253 210.43 137.892 131.463 110.58 108.632 104.742 78.479 73.0343 111.567 54.6141 51.1184 47.8683 47.652 47.3366 46.9535 45.4769 45.0342 43.8688 41.4391 41.4307 42.956 39.2743 37.2868 35.6483 33.809
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.40473500000000007 0.062655000000000016 -0.080389999999999989 0.13082500000000002 0.14122000000000004 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.16540500000000002 0.14019000000000004 0.087675000000000017 -0.46413499999999996 0.048635000000000005 -0.51843499999999987 0.095780000000000018 0.31405000000000005 0.084250000000000005 -0.077024999999999996 -0.27167499999999994 0.095130000000000006 -0.088274999999999978 0.091440000000000007 -0.24436499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 16 7 -6 12 19 15 11 21 17 14 -14 24 18 22 -3 -5 -19 -7 27 29 -4 -26 -27 -1 -2 -20
right_child=1 2 9 8 6 10 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 20 23 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.010289640859079976 0.012638097627093068 0.0092569694084958607 0.0017987708349107333 0.0058564479670051945 0.011020859134570399 0.011914256115037538 0.0067763477394399167 0.014541404485692799 0.011516747701912824 0.0078389124328225417 0.0080351224377420843 0.0081360117857931166 0.0089133741398381306 0.0076001282641432492 0.011841465975797867 0.0010174432712605776 0.0043554273069641471 0.014617899267892536 0.0050929861337655584 0.0088832162225588231 0.011824414627003843 0.010686368450846558 0.0099591227863223396 0.005075992259912736 0.0036616619115475159 0.0077733293974310653 0.0042394972947767881 0.012699768640600319 0.0097856548907385779 0.0072280427179245068
leaf_weight=22 54 21 24 38 82 198 37 76 28 23 41 28 23 25 274 22 35 20 30 31 661 200 21 59 84 20 22 762 20 140
leaf_count=22 54 21 24 38 82 198 37 76 28 23 41 28 23 25 274 22 35 20 30 31 661 200 21 59 84 20 22 762 20 140
internal_value=0 0.00690313 0.00628987 0.0117809 0.00734027 0.011918 0.00970114 0.0121899 0.00845767 0.00411366 0.0108213 0.0110894 0.012091 0.011303 0.0116147 0.00361552 0.00635451 0.0122618 0.00663438 0.0072163 0.0119065 0.0112972 0.0125624 0.00639388 0.00399657 0.0044152 0.00592227 0.0126321 0.0118672 0.00685127
internal_weight=0 673 599 2448 404 2351 119 1884 97 195 467 426 1808 322 297 172 285 1486 250 69 681 398 805 229 150 126 42 784 74 170
internal_count=3121 673 599 2448 404 2351 119 1884 97 195 467 426 1808 322 297 172 285 1486 250 69 681 398 805 229 150 126 42 784 74 170
is_linear=0
shrinkage=0.00182513


Tree=250
num_leaves=31
num_cat=0
split_feature=4 3 2 123 1 14 4 15 3 2 41 4 1 4 0 0 12 1 1 0 133 4 149 52 10 49 96 41 2 10
split_gain=318.97 95.7609 64.3269 48.0245 30.8332 30.6901 30.521 46.9282 36.7372 30.5056 28.45 29.2937 37.5669 78.7685 93.208 38.6419 33.0586 28.1952 27.3501 26.2446 30.3653 32.7345 24.722 24.4405 22.6558 22.3364 18.7597 22.1151 30.2095 37.9488
threshold=0.27287000000000006 0.11296500000000002 0.15950500000000004 1.0000000180025095e-35 0.16540500000000002 -0.10708499999999999 -0.37944499999999992 -0.0088349999999999974 0.31299000000000005 0.087675000000000017 0.081560000000000007 -0.49405499999999997 0.083345000000000016 -0.081114999999999979 -0.14794999999999997 0.041630000000000007 0.08401500000000002 0.11453000000000001 0.11690500000000002 -0.073309999999999986 -0.006494999999999999 -0.17966999999999997 0.07770500000000001 -0.24456499999999998 -0.15282499999999996 -0.070909999999999987 0.086110000000000006 0.081560000000000007 0.11474000000000002 0.087010000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 22 -1 -3 8 -8 19 11 -11 15 23 25 16 -13 -9 -5 -7 -21 -22 24 -14 -2 -15 27 28 29 -26
right_child=4 6 -4 18 -6 9 7 17 -10 10 -12 12 13 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0090300051426531486 -0.00076352503132023344 0.0057037268551634055 0.00023337636848270587 0.0044135127353883913 -0.0017155424994050698 0.006207912100896636 0.0062988272965798335 -0.0034382141081920996 0.0014174025732879186 0.0070517686120148875 0.0024346648028008176 0.0079880386888933341 0.0041397996900927204 0.0064077062856710875 -0.0037848642405834748 0.001974581946514938 0.0054034012329391354 0.0019666877146126932 0.00066507015350337627 0.0010688091612025175 0.0086690826884024581 0.0046620730981579307 0.0052842427492857625 0.0086200820531242249 0.005359712106257011 0.0018160335337097549 -0.00067543670063470755 0.0051804260228940271 0.0012340951249062611 0.0011416721302299486
leaf_weight=29 27 29 24 119 21 1067 30 21 36 101 36 56 24 22 25 33 846 20 25 20 26 129 28 28 56 23 20 31 131 38
leaf_count=29 27 29 24 119 21 1067 30 21 36 101 36 56 24 22 25 33 846 20 25 20 26 129 28 28 56 23 20 31 131 38
internal_value=0 0.00540496 0.00554265 0.00559149 0.00211249 0.00569833 0.0027392 0.00193572 0.00363623 0.00565866 0.00528683 0.0053755 0.00521533 0.00351503 0.00125881 0.00543719 0.00556387 -0.000801677 0.00376274 0.00601612 0.00484674 0.00533422 0.00235535 0.00655226 0.0020847 0.00406085 0.00236333 0.00260073 0.00224531 0.00365455
internal_weight=0 2769 2633 2609 352 2465 136 107 66 2436 1194 1158 1057 122 70 935 902 41 144 1242 175 155 331 52 303 45 276 256 225 94
internal_count=3121 2769 2633 2609 352 2465 136 107 66 2436 1194 1158 1057 122 70 935 902 41 144 1242 175 155 331 52 303 45 276 256 225 94
is_linear=0
shrinkage=0.00325787


Tree=251
num_leaves=31
num_cat=0
split_feature=4 2 1 150 49 151 3 1 12 12 150 160 457 12 16 15 14 16 149 43 156 13 16 39 3 12 1429 160 43 16
split_gain=258.366 79.3283 44.0116 58.105 30.8454 34.6275 27.0718 25.4038 24.6778 28.7499 23.1924 25.493 22.6402 22.4134 24.8199 23.6464 21.8367 29.0571 31.1247 22.4038 21.2175 20.0292 19.1626 26.1384 19.0772 21.8032 18.2698 22.8927 17.1401 21.3936
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 1.0000000180025095e-35 -0.054984999999999992 -0.084699999999999984 -0.017889999999999996 0.14699000000000004 0.10463500000000002 -0.042789999999999988 -0.050224999999999992 0.088405000000000011 -1.0000000180025095e-35 0.089150000000000021 0.19444000000000003 -0.043924999999999992 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 -0.072864999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50690499999999983 0.089200000000000015 -0.055119999999999995 0.11734000000000001 0.084855000000000014 -0.011159999999999998 -0.081374999999999989 -0.040964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 10 5 6 -5 16 9 -3 -4 12 -12 20 24 -16 -2 18 22 -19 -1 -7 -18 -24 25 -15 -22 -28 29 -14
right_child=7 8 3 4 -6 21 -8 -9 -10 -11 11 -13 28 14 15 -17 17 19 -20 -21 26 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0081873757432550931 0.0053014846233775661 0.0030828693685658473 0.0027208162500174031 -0.0017877373829432879 -0.00034870942440355489 0.0036567986200240609 0.0033568118919198634 -7.5275030959281444e-05 0.0040632862548309143 -0.0023446206994038781 0.0088956863353023986 0.0083640835659122056 0.0056085244210029705 0.0055380349130055044 0.0046849267126429861 0.0013258686664116409 0.0014427019379167785 -0.0029257217529636845 0.0067566461373072409 0.001462848429318004 0.0059987671421242632 0.0072538476818471377 0.0060051181599702057 0.0013370061981560421 0.0085622150499650943 0.0019433632085057073 0.00223388094001655 0.0069603283026500162 0.0053544768209884842 0.0021084440134125763
leaf_weight=53 31 24 44 21 31 52 33 58 40 25 20 34 39 561 116 34 105 20 23 54 1041 31 34 27 25 22 36 20 417 50
leaf_count=53 31 24 44 21 31 52 33 58 40 25 20 34 39 561 116 34 105 20 23 54 1041 31 34 27 25 22 36 20 417 50
internal_value=0 0.00528883 0.00539809 0.00468449 0.00284194 0.00356391 0.00135615 0.0020671 0.00199893 0.000313742 0.00519699 0.00539154 0.0051994 0.00568682 0.00521396 0.00392354 0.00248975 0.00215832 0.00289503 0.000276748 0.0059985 0.00500027 0.00235998 0.0039389 0.00553231 0.00540239 0.00589275 0.0039219 0.0050533 0.00364219
internal_weight=0 2769 2680 772 168 137 54 352 89 49 604 560 526 1908 758 150 294 263 189 74 1150 83 166 61 608 583 1097 56 506 89
internal_count=3121 2769 2680 772 168 137 54 352 89 49 604 560 526 1908 758 150 294 263 189 74 1150 83 166 61 608 583 1097 56 506 89
is_linear=0
shrinkage=0.00354208


Tree=252
num_leaves=31
num_cat=0
split_feature=1 3 3 4 3 2 48 1 2 3 14 2 9 124 47 132 15 1 16 123 15 4 1 0 12 4 2 4 13 0
split_gain=3350.19 700.146 268.741 242.489 215.371 214.866 125.148 114.743 112.941 108.864 101.738 89.4895 97.0045 85.9086 85.1597 74.4337 74.3882 72.6497 70.7626 62.4637 62.3687 46.5376 57.5087 50.4521 49.5143 38.3818 38.1402 36.5671 34.9017 34.2383
threshold=0.10124500000000002 -0.053259999999999995 0.31370500000000007 0.27834500000000006 0.084940000000000015 0.091265000000000013 0.082620000000000013 0.13075500000000004 0.14285500000000004 0.11658 0.062655000000000016 -1.0000000180025095e-35 0.082870000000000013 -0.076779999999999987 0.10280000000000002 0.10365500000000001 -0.0088349999999999974 0.13604000000000002 -0.042349999999999992 0.084025000000000016 -0.41396999999999995 -0.0073899999999999999 0.086455000000000018 -0.097274999999999986 0.090285000000000018 0.0049200000000000008 0.11411 0.10637500000000001 -0.0072999999999999992 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 6 7 10 25 14 13 27 11 12 -1 19 28 17 18 -4 -11 -7 -19 23 24 -15 -23 -2 -5 -6 -3 -25
right_child=1 2 15 26 9 8 -8 -9 -10 16 -12 -13 -14 21 -16 -17 -18 20 -20 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0054213009878615742 0.010337028898623105 0.0051661714467056618 0.0033615225919445095 0.0071558275232065848 0.010969226586281671 0.0090559995095390294 0.0052143036057532973 0.0025723015440516982 0.0065321457037046532 0.0058778259182772578 0.01264879972627015 0.010510911616793911 0.010135103272262108 0.012334293881921405 0.008179445611775903 0.0045616018683244672 0.0033065995621746327 0.0021201497153939628 0.0096320319161852155 0.005170462593914708 -0.0020375335189705798 0.010440889003509641 0.0068164930101435777 0.010035582248561522 0.0088960170932331963 0.0086405642558870319 0.0048452175630314589 0.0078418156045956221 0.0031585319740620316 0.0077028615991201156
leaf_weight=22 109 96 30 36 20 29 21 77 39 63 65 1395 33 28 24 29 24 20 20 22 24 96 28 390 181 64 54 26 36 20
leaf_count=22 109 96 30 36 20 29 21 77 39 63 65 1395 33 28 24 29 24 20 20 22 24 96 28 390 181 64 54 26 36 20
internal_value=0 0.00595695 0.00469579 0.00812847 0.00536168 0.0101305 0.00922285 0.00430916 0.00942111 0.00696453 0.0105205 0.0104251 0.00824958 0.00956302 0.00516645 0.00220033 0.00600282 0.00127497 0.00678245 0.00737989 -0.000147678 0.00971287 0.00919136 0.010076 0.00943142 0.00970944 0.00576946 0.00920156 0.00461863 0.00992179
internal_weight=0 773 489 284 386 2348 194 233 833 153 1515 1450 55 794 156 103 107 74 83 51 44 743 305 438 277 173 90 46 132 410
internal_count=3121 773 489 284 386 2348 194 233 833 153 1515 1450 55 794 156 103 107 74 83 51 44 743 305 438 277 173 90 46 132 410
is_linear=0
shrinkage=0.00173885


Tree=253
num_leaves=31
num_cat=0
split_feature=1 2 0 97 3 13 44 14 2 52 130 34 124 2 1456 42 10 0 1 3 12 3 1446 43 4 3 4 15 15 123
split_gain=259.378 65.0281 42.9169 38.73 38.2621 33.2238 28.5283 27.5853 25.189 24.8003 23.8955 26.8548 35.5314 20.3243 19.4102 22.4332 22.1762 21.7214 24.8672 22.9852 18.5436 17.807 17.8033 18.9622 30.9048 21.2725 17.6856 18.66 17.1741 16.7355
threshold=0.11829500000000003 0.10045500000000002 -0.13843999999999998 -0.0047149999999999996 0.31370500000000007 -0.47860499999999995 1.0000000180025095e-35 0.076975000000000002 0.15361500000000003 0.090245000000000006 -0.0060099999999999989 -0.021334999999999996 0.0049200000000000008 0.11870500000000002 0.056265000000000009 0.084145000000000011 0.058500000000000003 -0.11013499999999998 0.083135000000000014 -0.047929999999999993 -0.26532499999999998 -0.0087149999999999988 0.10734500000000001 -0.073404999999999984 -0.059649999999999988 -0.097174999999999984 -0.031404999999999995 -0.097454999999999986 0.090455000000000021 0.084995000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 10 20 7 14 22 29 -2 -12 13 21 16 -16 17 18 -5 -20 -6 -13 23 -4 -25 -26 -15 -28 -9 -3
right_child=4 2 8 6 5 -7 -8 28 -10 -11 11 12 -14 26 15 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0016764655222597246 -2.8928805233903744e-05 0.0023466788775599809 0.0052024147770859154 0.0049524924847911475 0.0033831001580404232 -0.0022244851954041477 0.008373252194815925 0.0075766585206739467 0.00098533156531517736 0.0054136650703774354 0.00047908273516102286 0.0038256497692997667 -0.00020274324886511715 0.0052610409954366869 0.0071066674814056659 0.0048599591165248623 0.0014740945334114268 0.0047457600051621961 -0.00037073434227121262 0.0033465726950691775 -7.4503951923957575e-05 0.0069922453301637126 0.0014958886268990558 0.0049406882022250452 0.00041692279180401999 0.003483897482567408 0.0029653195336787367 -0.00031672260237679533 0.0047377936441559782 -0.00054441825367607241
leaf_weight=36 33 125 164 61 26 34 20 50 22 21 41 52 25 20 62 112 20 1613 20 59 30 23 20 143 24 132 60 21 31 21
leaf_count=36 33 125 164 61 26 34 20 50 22 21 41 52 25 20 62 112 20 1613 20 59 30 23 20 143 24 132 60 21 31 21
internal_value=0 0.00449628 0.00368568 0.00475767 0.0018081 0.000112144 0.00481183 0.00477671 0.00412117 0.0023688 0.00236314 0.00268933 0.00314018 0.00361502 0.00470542 0.00566051 0.00461169 0.00464749 0.00351525 0.00240548 0.00153081 0.00479674 0.004264 0.00438357 0.00393444 0.00301206 0.00273751 0.00211442 0.00649018 0.00193084
internal_weight=0 2756 672 2084 365 90 2048 2028 505 167 275 242 201 176 1947 174 1773 1753 140 79 56 75 483 463 299 156 101 81 81 146
internal_count=3121 2756 672 2084 365 90 2048 2028 505 167 275 242 201 176 1947 174 1773 1753 140 79 56 75 483 463 299 156 101 81 81 146
is_linear=0
shrinkage=0.00299662


Tree=254
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 42 47 4 14 123 2 0 1 43 2 34 4 3 156 52 475 1 0 156 15 42 131 15 4 13
split_gain=2789.99 492.687 280.719 235.821 150.033 146.37 127.535 108.72 106.18 91.9133 84.4881 66.9893 104.963 59.0351 58.9198 69.0792 56.1947 54.1372 48.0421 63.1049 74.6575 73.3641 41.8197 41.5706 41.0302 40.5765 39.1968 43.4833 81.1787 38.2429
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 -0.080389999999999989 0.095545000000000005 -0.0060199999999999993 0.085505000000000012 0.27834500000000006 0.062655000000000016 0.089295000000000013 0.14285500000000004 -0.10474999999999998 0.085345000000000018 -0.080324999999999994 0.13754500000000003 -1.0000000180025095e-35 0.0082450000000000006 0.149315 1.0000000180025095e-35 0.039215000000000007 -0.079029999999999975 0.095950000000000021 -0.14723999999999998 0.10339000000000002 -0.033689999999999991 0.086555000000000007 0.082750000000000004 -0.41396999999999995 -0.0039549999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 8 -1 14 -4 11 17 18 12 22 -7 15 -3 25 -8 19 20 -6 -22 -5 -20 -24 -13 27 -16 -29 -17
right_child=1 6 7 4 10 13 9 -9 -10 -11 -12 16 -14 -15 26 29 -18 -19 23 -21 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0095836007415571207 0.0055816792409824501 0.0022512864901567853 0.0092993032509263596 0.011484271468846313 0.01086681100400678 0.0063959923149211253 0.0080491224130784696 0.0058802498359482114 0.011758085519565658 0.0025751222503748472 0.0063616616300193494 0.01004655427685144 0.006774578343448464 0.0028893289616797498 0.00306966372964212 0.0039888699561462697 0.0083182746080385193 0.0047372267908818745 0.01183514714025774 0.0093494287771294371 0.0081973352020885785 0.0054321210642753514 0.010675037406979613 0.0093381898832304092 0.0075801400081732737 0.0094711982877773646 0.0043811687768696393 0.0027957683595771785 -0.0017897849655820167 0.0064694900602997327
leaf_weight=35 226 40 119 27 25 43 36 34 71 20 39 902 57 20 38 43 74 23 26 224 185 32 21 70 29 568 20 23 21 30
leaf_count=35 226 40 119 27 25 43 36 34 71 20 39 902 57 20 38 43 74 23 26 224 185 32 21 70 29 568 20 23 21 30
internal_value=0 0.00550502 0.00677574 0.00938164 0.00948851 0.00681878 0.00386691 0.00853951 0.00973827 0.00569908 0.00876168 0.00965281 0.00850915 0.00528277 0.0031937 0.00403237 0.00975206 0.00675804 0.00892823 0.00870446 0.00810746 0.00778956 0.00979318 0.0100144 0.00888 0.00982424 0.00226459 0.00174835 0.000607209 0.0050083
internal_weight=0 673 379 2448 2350 98 294 153 1749 79 601 1678 134 63 215 113 1544 59 562 466 242 217 77 96 50 1470 102 82 44 73
internal_count=3121 673 379 2448 2350 98 294 153 1749 79 601 1678 134 63 215 113 1544 59 562 466 242 217 77 96 50 1470 102 82 44 73
is_linear=0
shrinkage=0.00168623


Tree=255
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 2 47 14 123 2 2 4 1 39 15 10 47 0 150 2 16 4 13 4 1 158 1 0 475
split_gain=2995.63 625.599 350.6 225.593 197.773 190.246 110.584 105.747 90.1093 89.1295 70.7301 63.4115 63.0761 53.0029 51.6026 43.914 52.9178 40.7547 48.2776 45.3695 37.3721 35.7479 34.8695 34.8107 47.364 45.0313 43.5377 42.8458 35.1908 33.4213
threshold=0.10312500000000001 -0.40967499999999996 0.12337000000000002 0.36766000000000004 0.092235000000000025 0.088105000000000003 0.14122000000000004 0.13082500000000002 0.062655000000000016 1.0000000180025095e-35 0.14753000000000002 0.11474000000000002 0.40945500000000007 0.088770000000000016 0.08512500000000002 -0.41942499999999994 -0.38124499999999995 0.090100000000000013 -0.23091999999999999 0.11648500000000002 0.086000000000000007 -0.085254999999999984 -0.0070899999999999991 -0.07743499999999999 -0.012164999999999999 0.086455000000000018 0.083065000000000014 1.0000000180025095e-35 -0.047369999999999995 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 17 9 10 13 23 12 22 -4 29 20 -12 -17 18 -3 -20 -15 -11 -7 27 26 -26 -25 28 -6 -1
right_child=1 2 7 -5 6 11 -8 -9 -10 21 15 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0081840186779359898 0.0097650372859477037 0.0064733885888586086 0.0045868701427523488 0.0030138685527542632 0.00974588094303642 0.010411188136120672 0.0053622077122865352 0.0053870101993335681 0.012308987275081007 0.0081844456749572032 0.0021571260098144879 0.004623814247067478 0.0017086532358570254 0.0095109716560675926 0.0061335652818324433 0.0013339372714841246 -0.0027319560423575426 0.0063844104712804635 0.0039232320584096413 0.000629390204607597 0.0065988388183943671 0.004543775766556301 0.0075302903262116343 0.0090605855234249834 0.0083128877607597015 0.0050631970575732814 0.012087242704256228 0.012540578780304455 0.0068439859629627559 0.01010377542171644
leaf_weight=40 90 28 46 23 162 25 41 39 65 20 32 25 110 306 23 25 30 34 163 20 20 27 63 254 198 20 22 21 20 1129
leaf_count=40 90 28 46 23 162 25 41 39 65 20 32 25 110 306 23 25 30 34 163 20 20 27 63 254 198 20 22 21 20 1129
internal_value=0 0.00466986 0.00395335 0.00944673 0.00950922 0.00530917 0.00866218 0.00223212 0.00992926 0.00884403 0.00172578 0.00752463 0.00255736 0.00982736 0.00912151 0.000234687 -0.000883823 0.00428734 0.00394943 0.00356325 0.00933231 0.006093 0.00834873 0.00902954 0.00873385 0.00801475 0.00930184 0.00974909 0.00942699 0.0100381
internal_weight=0 730 640 2391 2368 358 785 282 1583 744 243 113 156 1518 349 87 55 245 211 183 326 47 88 697 494 218 276 203 182 1169
internal_count=3121 730 640 2391 2368 358 785 282 1583 744 243 113 156 1518 349 87 55 245 211 183 326 47 88 697 494 218 276 203 182 1169
is_linear=0
shrinkage=0.00206397


Tree=256
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 3 43 160 39 130 4 132 4 15 1 51 14 42 3 4 0 13 51 16 150 13 42 13
split_gain=310.536 83.9162 51.6333 55.6571 53.3523 39.5715 37.1009 37.0423 33.79 39.2846 38.4259 30.0833 29.1783 29.0664 27.611 23.7848 26.0544 22.8021 22.1071 21.206 18.4847 28.1848 28.1311 22.1815 22.1489 16.694 30.0139 21.0681 16.1594 19.6769
threshold=0.11846000000000002 0.051320000000000005 -0.22860499999999997 0.078320000000000015 -0.078139999999999973 0.11924500000000002 0.31370500000000007 -0.095524999999999985 -0.095049999999999982 -0.077849999999999989 0.089130000000000015 -0.0060099999999999989 0.053180000000000012 0.10365500000000001 -0.033174999999999989 -0.41942499999999994 0.13869000000000004 -0.40274499999999996 -0.46166999999999997 0.11688500000000002 -0.14477499999999996 -0.10429499999999998 0.12500000000000003 -0.094514999999999988 0.082455000000000014 -0.44310499999999992 0.097810000000000022 -0.091054999999999983 -0.14148999999999998 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 11 -6 10 -10 -4 -2 19 15 -13 -8 -17 -16 -19 20 23 22 -22 -3 -25 26 -14 -27 -23 -30
right_child=6 12 3 -5 5 -7 13 -9 9 -11 -12 14 25 -15 17 16 -18 18 -20 -21 21 28 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.00027636868918880502 -0.00030717289550058106 0.0092877861706303824 0.0070245559556305157 0.0089775622984899339 0.0015886600046788844 0.0026517101965902422 0.0020342669065022806 0.0059327133555519057 -0.0020821030464907553 0.002721856577021143 0.0013508898420071735 0.0060868488817396602 0.0069011176710905026 0.0031381421883698961 0.0058096266787347924 0.00011416766895579513 -0.0051611365672523286 0.0054037178933950764 0.0018936061929746765 0.0045791117642123673 0.00072784007564142574 0.0076485128005395206 0.0056104690123667707 0.007154702816234669 0.0037773631740126391 0.001575128771364385 0.0023766737076116387 0.004673922903829889 0.0060655678600280167 0.0049218890232103994
leaf_weight=26 31 39 34 30 24 64 20 259 25 80 22 32 75 28 24 22 20 23 158 123 23 63 31 97 28 29 21 160 1317 193
leaf_count=26 31 39 34 30 24 64 20 259 25 80 22 32 75 28 24 22 20 23 158 123 23 63 31 97 28 29 21 160 1317 193
internal_value=0 0.00547876 0.00432766 0.00455016 0.0042887 0.00502712 0.00216761 0.00556431 0.00269721 0.00157806 0.00479562 0.00279165 0.005774 0.000309359 0.00319699 -0.000968157 -0.00239788 0.00274588 0.00233964 0.00592269 0.00601496 0.00590707 0.00353083 0.00708534 0.00639818 0.00477544 0.0059114 0.00419845 0.00598864 0.00591939
internal_weight=0 2763 564 538 508 347 358 283 161 105 56 268 2199 90 237 62 42 205 181 1914 1791 1627 54 164 125 285 96 189 1573 1510
internal_count=3121 2763 564 538 508 347 358 283 161 105 56 268 2199 90 237 62 42 205 181 1914 1791 1627 54 164 125 285 96 189 1573 1510
is_linear=0
shrinkage=0.00334509


Tree=257
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 14 1 2 4 4 2 150 376 0 49 4 1 47 52 4 0 16 3 160 1 13 49 2
split_gain=4861.58 794.14 401.24 343.382 264.965 240.721 183.064 141.888 130.413 112.986 105.918 99.9111 87.5479 85.384 82.7187 82.5018 151.574 96.9178 83.23 80.2719 76.4191 63.0931 77.0318 50.6363 49.2862 67.979 42.6189 41.3557 39.5191 56.2103
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099185000000000009 0.087735000000000021 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.17966999999999997 0.41379000000000005 0.11928500000000002 1.0000000180025095e-35 0.083785000000000012 -0.10607499999999999 0.082865000000000008 0.0067750000000000006 0.083135000000000014 1.0000000180025095e-35 0.048770000000000008 -0.55119499999999988 -0.079119999999999982 -0.008904999999999998 -0.097174999999999984 -0.016279999999999996 0.11910500000000002 -0.47860499999999995 -0.072814999999999977 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 10 15 -4 13 -3 14 -2 -7 19 16 18 21 -1 -8 27 -17 -23 -12 25 -24 -5 -6 -20 -30
right_child=1 4 8 26 20 9 11 -9 -10 -11 23 -13 -14 -15 -16 17 -18 -19 28 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00908688304997869 0.0086098823597128647 0.0081219443480526014 0.0084287013755001867 0.0049642576520899087 0.00027324790410868701 0.0086600394014517395 0.0027713429766728468 0.011742542954847737 0.0043916902532614172 0.0057725271808261635 0.004646396824677405 0.0008849560851868631 0.0048706093946645056 0.0056058709174826625 0.0012790096874595773 0.012426726558246771 0.011226917342338917 0.0079771882742404321 0.0079923980638540049 0.0073119892875250451 0.0022133288866671387 0.0098094142673322907 0.0051284976803638149 0.0026540031166077363 0.0092480208338747167 0.0086881120833166917 0.002598378867587247 -0.0025926805945228793 0.007000285437898832 0.0033241401709456736
leaf_weight=42 127 20 34 47 33 392 22 76 63 48 125 86 20 27 27 22 35 104 21 21 34 1150 20 49 311 57 38 24 24 22
leaf_count=42 127 20 34 47 33 392 22 76 63 48 125 86 20 27 27 22 35 104 21 21 34 1150 20 49 311 57 38 24 24 22
internal_value=0 0.0040764 0.00911773 0.00656434 0.00276755 0.00925434 0.00342413 0.00951899 0.00580673 0.00818667 0.00450147 0.00208436 0.00810114 0.00846323 0.00355792 0.00942552 0.00821923 0.00952991 0.00725346 0.00498887 0.000242264 0.00963342 0.00959347 0.00408532 0.00895342 0.00776354 0.00390657 -0.000933459 0.00610415 0.00524213
internal_weight=0 673 2448 232 441 2351 350 1884 97 467 194 156 147 419 70 1808 144 1664 109 43 91 1560 1538 174 388 77 85 57 67 46
internal_count=3121 673 2448 232 441 2351 350 1884 97 467 194 156 147 419 70 1808 144 1664 109 43 91 1560 1538 174 388 77 85 57 67 46
is_linear=0
shrinkage=0.0016612


Tree=258
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 2 14 0 1 16 10 4 12 47 1 4 0 43 0 15 3 3 13 0 4 15 0
split_gain=4636.49 747.117 525.577 420.413 318.107 232.85 205.155 166.382 135.038 121.099 94.035 136.736 86.4743 84.0552 75.5049 72.6346 61.036 69.4287 63.9599 93.2447 59.8595 52.3309 48.6556 47.2528 80.2839 45.7454 45.6362 78.2713 93.8531 41.7829
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 -0.080389999999999989 0.088105000000000003 0.095545000000000005 -0.0060199999999999993 0.40473500000000007 0.13404500000000005 0.062655000000000016 -0.10607499999999999 0.085345000000000018 -0.5315899999999999 -0.014199999999999999 0.0082450000000000006 -0.040564999999999997 1.0000000180025095e-35 0.11669000000000002 0.41555500000000006 -0.062294999999999996 -0.080324999999999994 -0.14723999999999998 -0.03241999999999999 -0.14847999999999997 -0.10217499999999997 -0.016469999999999995 -0.074824999999999989 -0.49013999999999996 0.085550000000000015 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 16 9 -1 -6 12 10 11 21 -7 29 26 -15 17 -3 19 -18 -8 -5 -23 -14 -25 -17 -12 -28 -29 -4
right_child=1 2 13 5 7 8 20 -9 -10 -11 14 -13 23 15 -16 25 18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.012828243258056536 0.013072142653029766 0.0068609237166766405 0.002890241184820448 0.01575311184373631 0.01180676715506886 0.0083079359592621149 0.0081272330938005396 0.0068599425361051255 0.0089250736842500945 0.016095276284193785 0.013807346438470399 0.0093342059157666083 0.014004973216498285 0.0028283803030466031 0.011679360633608072 0.0035338946394685013 0.011595718280675659 0.0046730813215559988 0.0051241593270053886 0.006072132280895144 0.0039468104038331365 0.014133690428027678 0.010011780284043594 0.0087412190662404209 0.012492291996626034 0.0073388441158855492 0.014945329645485133 0.0093325550155128126 0.01298929013958666 -0.00095800724615616281
leaf_weight=35 74 137 23 27 84 20 43 40 49 71 1279 53 75 68 80 20 29 100 21 21 20 25 21 24 433 34 49 38 106 22
leaf_count=35 74 137 23 27 84 20 43 40 49 71 1279 53 75 68 80 20 29 100 21 21 20 25 21 24 433 34 49 38 106 22
internal_value=0 0.00708779 0.00634849 0.0130042 0.00751115 0.0131732 0.00895302 0.010211 0.0121012 0.0135415 0.0134335 0.0117749 0.0123831 0.00334089 0.0135681 0.00420105 0.0064242 0.00593778 0.00804786 0.00927581 0.00680011 0.0135469 0.0122519 0.0125363 0.0122953 0.0059296 0.0136708 0.0127659 0.0120243 0.00100888
internal_weight=0 673 599 2448 432 2350 98 124 601 1749 1678 126 552 167 1552 122 308 237 71 50 63 73 46 532 457 54 1472 193 144 45
internal_count=3121 673 599 2448 432 2350 98 124 601 1749 1678 126 552 167 1552 122 308 237 71 50 63 73 46 532 457 54 1472 193 144 45
is_linear=0
shrinkage=0.00199633


Tree=259
num_leaves=31
num_cat=0
split_feature=1 1 4 12 0 147 133 2 3 4 133 13 48 10 49 16 0 10 16 475 48 52 4 0 160 131 447 3 13 1452
split_gain=374.378 91.0808 65.633 49.46 47.4048 33.9114 37.009 35.4951 30.4269 29.067 28.2216 34.17 27.1305 26.5362 25.9529 23.9706 23.639 30.2351 28.5701 22.8707 23.2662 35.1871 23.8064 23.065 42.4452 22.6347 20.8546 19.9189 19.1491 18.5711
threshold=0.10124500000000002 0.13657000000000002 -0.013125 -1.0000000180025095e-35 0.22582000000000002 0.10100500000000003 0.089200000000000015 1.0000000180025095e-35 0.090900000000000009 -0.49013999999999996 -1.0000000180025095e-35 -0.071554999999999994 0.081805000000000017 0.083760000000000015 0.11560500000000001 -0.0087049999999999992 -0.10474999999999998 -0.062879999999999978 -0.43320999999999993 0.068270000000000011 0.093265000000000015 0.14295500000000003 -0.50940999999999981 -0.067094999999999988 -0.080719999999999986 0.094655000000000017 0.08870500000000002 -0.07359499999999998 -0.059629999999999996 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 8 6 7 13 14 -10 -9 -12 -2 -4 19 -11 18 -18 -3 20 22 -22 -1 26 -25 -19 29 -16 -8 -24
right_child=1 16 5 -5 -6 -7 28 10 9 15 11 -13 -14 -15 27 -17 17 25 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0083824235799127463 -4.2769273850401458e-05 0.00087023195935644537 0.0055081572000490273 0.0059532207423047111 0.00089519770177313529 -0.00085890280380685683 0.0025398843461600967 0.00019698222354723447 0.006122979716966714 0.0042395986182785072 0.0015710264952843141 0.0042954977284587409 0.0045889254335603905 0.0017796832530376846 0.0052580999929103282 0.00075805605712633525 -0.0020647672928298627 0.0020694327562571662 0.0057456307903764447 0.0084648227129565535 0.0051833122648242032 0.0012706356018021571 0.0058062576729754076 0.0012225836153083888 0.0053061721417321742 -0.0015183400786559092 0.0027732175959442424 0.0027060870701945388 -0.0009925128002206355 0.0074996156876267267
leaf_weight=31 22 24 99 147 20 20 30 32 41 50 67 111 24 21 70 28 31 79 20 27 126 25 1616 27 160 20 20 46 26 61
leaf_count=31 22 24 99 147 20 20 30 32 41 50 67 111 24 21 70 28 31 79 20 27 126 25 1616 27 160 20 20 46 26 61
internal_value=0 0.00309635 0.00365371 0.00510009 0.00551355 0.00296615 0.00316434 0.00354862 0.00555323 0.00406931 0.00280173 0.00326999 0.00237377 0.00485567 0.00563317 0.00298981 0.00117764 0.00053162 0.00308632 0.00571004 0.00567404 0.00453552 0.00576382 0.00572073 0.00471656 0.00134463 0.00583138 0.00424609 0.000899843 0.00586785
internal_weight=0 773 599 193 2348 406 386 330 2328 119 210 178 46 120 2209 78 174 130 44 2093 2066 151 1915 1884 187 99 1697 116 56 1677
internal_count=3121 773 599 193 2348 406 386 330 2328 119 210 178 46 120 2209 78 174 130 44 2093 2066 151 1915 1884 187 99 1697 116 56 1677
is_linear=0
shrinkage=0.00301265


Tree=260
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 124 4 0 49 1 4 457 0 156 48 0 16 0 475 457 15 39 4 0 1 51
split_gain=3391.82 573.497 376.436 306.749 237.768 199.761 146.342 104.604 103.084 100.065 92.7318 71.0137 124.842 76.2351 75.0611 64.5436 57.7762 61.9998 64.2807 54.663 52.1474 46.5952 46.1834 46.0315 43.9071 54.4729 43.4474 95.1345 39.2394 35.8333
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.40473500000000007 -0.080389999999999989 -0.069389999999999993 -0.10474999999999998 0.082865000000000008 0.085345000000000018 0.0067750000000000006 0.080930000000000016 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 -0.10474999999999998 -0.4179199999999999 -0.14454499999999995 -0.079029999999999975 0.045365000000000009 -0.41396999999999995 0.0046100000000000004 -0.17966999999999997 -0.062294999999999996 0.11392000000000001 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 11 15 -6 23 -4 12 13 21 16 22 -13 -18 26 20 -12 -1 -7 -5 -21 -26 -19 -28 29 -3
right_child=1 2 10 9 8 7 -8 -9 -10 -11 19 14 -14 -15 -16 -17 17 18 -20 24 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.012143294406069184 0.010430510918708689 0.0035281768967488289 0.0064944622467345862 0.0045196949264781341 0.0093539105576466719 0.011407990945397987 0.013141950636768856 0.0064786857771295765 0.0057519407129018076 0.0099930917013067808 0.0024515055375526327 0.01097368458304445 0.012380160362503988 0.0070461711431416899 0.0091028774910577644 0.0066879417968551879 0.013222938568668248 0.01167290513603191 0.0068210934977586211 0.0028434872542186084 0.006234291328099442 0.0086879349473574195 0.0095386090386115792 0.0075069126157232494 -0.0014039474105017008 0.0022560042698666258 0.010187272621774653 0.0061658090974425362 0.0044371320613153424 0.0061560842777193328
leaf_weight=21 74 20 22 37 82 50 76 39 39 28 27 1147 35 61 96 24 21 55 20 69 22 34 364 32 24 31 287 21 137 126
leaf_count=21 74 20 22 37 82 50 76 39 39 28 27 1147 35 61 96 24 21 55 20 69 22 34 364 32 24 31 287 21 137 126
internal_value=0 0.0056404 0.00504863 0.0102636 0.00605313 0.0103947 0.0106629 0.00934095 0.00819295 0.00708512 0.00296751 0.0105582 0.00936107 0.00845013 0.0106679 0.00959581 0.0107648 0.0101716 0.0100043 0.002519 0.0041499 0.0100073 0.00976438 0.00590507 0.00187453 0.000658934 0.0101797 0.00991308 0.00513822 0.0057961
internal_weight=0 673 599 2448 404 2351 1874 477 121 97 195 1798 151 116 1647 438 1551 404 383 173 49 55 414 69 124 55 363 308 283 146
internal_count=3121 673 599 2448 404 2351 1874 477 121 97 195 1798 151 116 1647 438 1551 404 383 173 49 55 414 69 124 55 363 308 283 146
is_linear=0
shrinkage=0.00182386


Tree=261
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 42 2 2 2 4 124 14 48 52 1 1 49 156 475 15 155 52 1 1 0 13 16 1 133
split_gain=3602.35 622.003 327.626 259.321 243.15 190.943 142.206 122.334 150.493 119.002 111.633 103.283 90.6698 89.0618 76.3499 68.3287 66.3778 46.3747 44.5444 58.9948 63.7579 52.1061 51.9185 76.9744 49.8551 44.2135 43.6755 40.911 39.9945 39.6975
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.092235000000000025 0.10755000000000002 -1.0000000180025095e-35 0.10497000000000002 0.14122000000000004 -0.029144999999999997 -0.080389999999999989 0.062655000000000016 -0.015314999999999997 0.048770000000000008 0.089875000000000024 0.12765500000000005 -0.08130999999999998 1.0000000180025095e-35 -0.079029999999999975 0.040760000000000005 0.089630000000000015 0.039215000000000007 0.093100000000000002 1.0000000180025095e-35 -0.092759999999999995 -0.47860499999999995 0.19444000000000003 0.13075500000000004 0.084990000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 12 7 -3 -9 13 -10 17 15 -7 26 -1 -2 -4 19 -15 22 -20 23 -21 -22 -17 -6 -24 -5 -19
right_child=1 4 11 28 14 9 -8 8 10 -11 -12 -13 -14 18 -16 25 -18 29 21 20 24 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011203959307809166 0.010198656404132461 0.0033610814731321421 0.0079698060460528363 0.0064216746009377098 0.001774984024232704 0.0069962828773754357 0.0018146651112173487 0.0095818076703557964 0.0086771736134313385 0.0068791056370778444 0.0049300316967868284 0.01024972985481366 0.01330950267440147 0.012239548855742972 0.0039133005368153619 0.0086052868483131387 0.0066184115885153365 0.0029821377065238752 0.013522773124626394 0.0092503881920086226 0.010414882022508447 0.010585323135742064 0.010760032347695391 0.0056380889417856836 0.013273688024227856 0.010529745148996548 -0.0015304709357592426 0.0080916613695110207 0.0036149385948998571 0.0065658444690192466
leaf_weight=1217 126 69 26 60 33 30 40 38 33 41 170 28 62 41 34 50 21 21 29 189 182 76 119 23 24 244 24 24 25 22
leaf_count=1217 126 69 26 60 33 30 40 38 33 41 170 28 62 41 34 50 21 21 29 189 182 76 119 23 24 244 24 24 25 22
internal_value=0 0.00571716 0.0105876 0.00818832 0.00441714 0.0107261 0.00512303 0.00554992 0.0061766 0.00997059 0.00553917 0.0072297 0.0110998 0.0101426 0.00170215 0.0110091 0.00968719 0.00600418 0.0102761 0.0100806 0.00992285 0.0113966 0.00944407 0.00885849 0.0107479 0.0102025 0.000383214 0.0103122 0.00559616 0.00481566
internal_weight=0 673 2448 232 441 2351 350 310 241 778 203 97 1573 737 91 1511 147 69 707 602 561 105 355 212 206 294 57 143 85 43
internal_count=3121 673 2448 232 441 2351 350 310 241 778 203 97 1573 737 91 1511 147 69 707 602 561 105 355 212 206 294 57 143 85 43
is_linear=0
shrinkage=0.00186439


Tree=262
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 42 49 14 52 457 43 52 39 2 2 14 1 1 159 1447 1 159 16 159 52 0
split_gain=3466.95 577.733 381.804 287.25 261.307 192.693 173.19 119.984 115.634 103.239 94.638 91.5267 52.1505 62.0618 75.4632 51.6422 49.4038 57.5112 47.248 49.1666 44.0948 43.1832 42.4436 43.9319 43.5103 40.9796 39.9374 60.0504 39.8522 37.8895
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.089885000000000007 -0.0060199999999999993 0.12899500000000003 0.062655000000000016 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 -0.077024999999999996 0.084780000000000008 -0.0091949999999999983 0.14019000000000004 -0.46413499999999996 0.15964000000000003 0.091450000000000017 0.082585000000000006 -0.080594999999999986 0.07863500000000001 0.083335000000000006 -0.27167499999999994 0.093660000000000007 0.086450000000000013 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 -6 11 -5 15 21 -10 22 -15 -4 -11 -18 19 -3 26 -1 23 -14 29 -21 -17 -28 -25 -24
right_child=1 2 10 9 7 -7 -8 -9 12 16 -12 -13 13 14 -16 20 17 -19 -20 25 -22 -23 24 28 -26 -27 27 -29 -30 -31
leaf_value=0.010378003992165478 0.0099412213199433167 0.0077785981275677318 0.00077307620285850748 0.01017916739872444 0.0091276077739528561 0.0064115023087787859 0.0057052923426303224 0.0056339060528201911 0.011302342704451367 0.0041385563721118481 0.0064555011111994808 0.012337664302985697 0.011026274361019805 0.0096087703321466374 0.0054448251684442285 0.0028765691318621647 0.0048434360426798202 0.0083879570424091228 0.0033432991883002206 0.0055671629294978802 0.0012005035061243825 0.0095681223969489738 0.010703607138728829 0.0089454723924352122 0.012429129933133455 0.0039921423744156562 0.0069348568715002666 0.0030090751426042244 0.0097678554917257857 0.0084386809980795553
leaf_weight=1127 74 21 29 22 82 41 25 39 45 23 21 59 44 25 22 74 20 32 35 171 25 210 63 337 25 60 20 22 299 29
leaf_count=1127 74 21 29 22 82 41 25 39 45 23 21 59 44 25 22 74 20 32 35 171 25 210 63 337 25 60 20 22 299 29
internal_value=0 0.00561884 0.00508485 0.00982104 0.00598055 0.00993513 0.00999767 0.00800154 0.0100446 0.00705579 0.00317152 0.010339 0.0095824 0.0094907 0.00765969 0.00276585 0.0061396 0.00702468 0.0051285 0.00537644 0.00317571 0.0102508 0.00959868 0.00944172 0.0105109 0.00515807 0.0036014 0.0048785 0.0093321 0.00998966
internal_weight=0 673 599 2448 408 2351 2310 121 2285 97 191 1396 889 844 47 170 75 52 287 252 141 1337 797 680 117 231 116 42 636 92
internal_count=3121 673 599 2448 408 2351 2310 121 2285 97 191 1396 889 844 47 170 75 52 287 252 141 1337 797 680 117 231 116 42 636 92
is_linear=0
shrinkage=0.00163972


Tree=263
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 1 2 52 150 49 2 40 1 50 15 4 2 1 4 1 52 1 0
split_gain=7266.37 1131.58 605.778 529.323 424.023 373.163 306.492 215.802 208.958 202.782 191.464 188.21 128.385 148.181 96.1147 93.9192 91.3478 79.6869 78.0444 73.7138 71.7243 62.2208 55.9709 55.3233 55.1076 45.1727 44.8321 42.0008 40.4754 54.1027
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.52606999999999993 1.0000000180025095e-35 -0.054984999999999992 -0.0091949999999999983 -0.078554999999999986 0.13436000000000001 0.041865000000000006 -0.087894999999999987 0.053180000000000012 0.087675000000000017 0.13075500000000004 -0.51843499999999987 0.14754500000000001 0.31405000000000005 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 18 -8 12 -9 -4 15 23 17 -2 22 -16 -14 -3 -11 21 26 28 27 -5 -25 -6 -1 29 -7
right_child=1 4 10 24 20 11 7 9 -10 19 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.02573345454243537 0.02558261769517723 0.017493850833048684 0.023975519806824958 0.019464466943717462 0.016104935020002334 0.024560803849699994 0.023304273078874675 0.022724685358025618 0.027880891583505783 0.018515954374861244 0.019306183538058554 0.020486146613765768 0.021751054150552045 0.020408154909403304 0.019851935344098681 0.021332324804753597 0.023577949610162505 0.024824088725980541 0.014628683215705585 0.015417781342104097 0.017090845535853556 0.011712574059408457 0.023308961975011814 0.02740562394451633 0.016621321427829024 0.02498621719059033 0.013445316145573274 0.023461006696582857 0.025563899035478385 0.02219216284381461
leaf_weight=784 45 45 34 60 34 181 30 28 76 158 63 41 23 23 21 30 78 274 51 22 26 21 116 20 24 653 30 21 81 28
leaf_count=784 45 45 34 60 34 181 30 28 76 158 63 41 23 23 21 30 78 274 51 22 26 21 116 20 24 653 30 21 81 28
internal_value=0 0.018943 0.0248264 0.0218157 0.0174712 0.0249866 0.0183635 0.0193283 0.0253054 0.0187548 0.0209429 0.0237344 0.0251965 0.0242858 0.023661 0.0240398 0.0227876 0.0245861 0.0159717 0.0181373 0.0147861 0.0140811 0.0242399 0.0253937 0.0186521 0.0250581 0.0148582 0.0256742 0.0246123 0.0242435
internal_weight=0 673 2448 228 445 2351 334 238 1874 208 97 477 1798 320 144 436 99 297 96 180 111 85 406 1478 84 673 64 805 290 209
internal_count=3121 673 2448 228 445 2351 334 238 1874 208 97 477 1798 320 144 436 99 297 96 180 111 85 406 1478 84 673 64 805 290 209
is_linear=0
shrinkage=0.00158575


Tree=264
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 0 1 4 1 16 0 2 42 47 132 3 2 2 11 151 160 0 12 4 15 13 16 3 51 4
split_gain=538.821 120.187 60.5515 67.0632 57.8582 46.6771 44.2327 38.3372 38.8362 36.9305 33.1524 32.7799 32.7106 31.8259 30.6124 28.1599 25.2221 84.8829 24.1347 24.7071 23.326 21.0511 20.3123 19.4995 21.3735 19.8804 19.306 35.4805 24.9997 21.7241
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -1.0000000180025095e-35 0.22582000000000002 0.13075500000000004 0.042705000000000007 0.083345000000000016 -0.50339499999999993 1.0000000180025095e-35 0.13913500000000004 0.11066000000000001 0.084210000000000021 0.078465000000000021 0.10299500000000002 -1.0000000180025095e-35 0.10252500000000002 1.0000000180025095e-35 0.050660000000000004 -0.085764999999999994 -0.019414999999999998 0.085785000000000014 -0.029144999999999997 -0.016799999999999995 -0.084869999999999987 0.013515000000000001 -0.11171999999999999 0.14122000000000004 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 12 -2 7 14 11 9 -9 -4 15 16 -10 -6 18 -3 -18 19 26 -20 -17 -22 -19 25 -25 28 -28 -1 -29
right_child=1 2 10 -5 6 -7 -8 8 13 -11 -12 -13 -14 -15 -16 21 17 23 20 -21 22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0097182384048558473 0.0015678454987809965 0.0032784505305515016 0.0030755635346489266 0.011547213329770911 0.0091578608460720582 0.0035003523315201824 0.0043724433611158102 0.011212832114689243 0.0020314118874277354 0.0078752213636721011 -0.0019554536447852055 0.0046563195012554025 0.00064263298283046705 0.0074571233708246769 0.0051877369670473268 0.0040433222188559987 0.011160876043460171 0.0075353035162001158 0.0079089736318186596 0.0069907705582139554 0.014443104269985853 0.0091769529529872763 0.010675259472906562 0.0030895628913244462 0.0011693819461752433 0.0057404495199733993 0.0039759515362678046 0.01118844981546775 0.0063535187084489417 0.0085004548918418184
leaf_weight=1439 21 85 72 21 192 20 40 59 24 200 24 20 25 39 31 23 33 31 23 57 32 21 51 59 25 114 21 50 31 238
leaf_count=1439 21 85 72 21 192 20 40 59 24 200 24 20 25 39 31 23 33 31 23 57 32 21 51 59 25 114 21 50 31 238
internal_value=0 0.00557118 0.0044572 0.00510193 0.00748927 0.0091395 0.00796208 0.00918795 0.00800057 0.00863553 0.00181781 0.00937855 0.00473808 0.00539019 0.00860596 0.0094261 0.00503315 0.00560242 0.00949255 0.00939325 0.0112125 0.00649346 0.0121279 0.00480142 0.00437338 0.00483639 0.00947022 0.00862792 0.00964728 0.00896712
internal_weight=0 773 489 393 284 2348 263 2328 322 259 96 2006 372 63 223 1986 347 262 1942 1836 106 44 83 229 198 173 1779 309 1470 288
internal_count=3121 773 489 393 284 2348 263 2328 322 259 96 2006 372 63 223 1986 347 262 1942 1836 106 44 83 229 198 173 1779 309 1470 288
is_linear=0
shrinkage=0.0037071


Tree=265
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 159 2 14 2 2 4 11 1 457 15 3 3 1 12 483 4 3 52 11 4 49 2
split_gain=4974.09 818.979 547.521 447.302 286.227 257.704 199.263 180.911 141.212 128.593 118.084 116.869 96.0951 88.4118 78.5422 78.85 103.811 66.1714 62.777 61.9534 49.9069 43.761 42.1249 41.5757 39.7986 39.1251 38.9842 37.5243 40.5445 35.595
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.09253500000000002 -1.0000000180025095e-35 0.13754500000000003 0.062655000000000016 0.11474000000000002 0.16394500000000004 0.40945500000000007 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 -1.0000000180025095e-35 0.30112000000000005 0.0068900000000000012 0.087135000000000004 0.095780000000000018 0.085510000000000017 -0.0070899999999999991 -0.10831999999999999 0.40674500000000008 0.082485000000000017 0.033845000000000007 -0.087004999999999985 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 22 6 10 17 -4 14 20 23 13 18 15 21 -17 -1 19 -10 25 24 27 -6 -8 -5 -16 28 -3 -29
right_child=1 2 8 5 11 -7 9 -9 12 -11 -12 -13 -14 -15 26 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.012299350102925957 0.01255140496009269 0.0072748633202832291 0.0078561922305492148 0.013370651791268302 0.013649444280263394 0.0063752434288295899 0.010466502159291066 0.0066739659139518357 0.0046710771865556737 0.0083178986757323162 0.015915935696877482 0.0062035912291226016 0.00078539940724903147 0.0026583922327455124 0.016067674368720856 0.011615225841441057 0.0061533475324969406 0.0082000165815608456 0.0026807158185824733 0.0093694681957944576 0.012453681183410895 0.011533729879160782 0.0080497712397019344 0.010353443646202441 0.012722937777324857 0.010837309472121475 0.013067487167726754 0.0078396762533581178 0.0040737001175828406 0.0053873936646889374
leaf_weight=55 74 20 26 906 21 26 34 69 24 37 60 24 61 121 25 41 21 22 21 21 393 300 34 56 378 25 56 44 75 51
leaf_count=55 74 20 26 906 21 26 34 69 24 37 60 24 61 121 25 41 21 22 21 21 393 300 34 56 378 25 56 44 75 51
internal_value=0 0.00628163 0.00550707 0.0124138 0.00726073 0.0126289 0.0127003 0.00902307 0.00342699 0.011964 0.0131749 0.0100526 0.00296264 0.00367286 0.0121218 0.011926 0.00976523 0.0111281 0.00553272 0.00686366 0.0130506 0.0121141 0.00600187 0.0112524 0.0125367 0.0133026 0.0139935 0.00563541 0.00474763 0.00652319
internal_weight=0 673 599 2448 325 2302 2276 146 274 892 1384 101 248 187 855 774 62 77 66 45 1324 712 224 77 412 931 81 190 95 95
internal_count=3121 673 599 2448 325 2302 2276 146 274 892 1384 101 248 187 855 774 62 77 66 45 1324 712 224 77 412 931 81 190 95 95
is_linear=0
shrinkage=0.00199768


Tree=266
num_leaves=31
num_cat=0
split_feature=1 1 457 4 0 4 40 1 2 3 10 159 10 2 47 34 2 10 0 12 3 4 50 402 160 0 48 13 11 3
split_gain=509.839 114.25 74.6758 53.5648 41.272 35.3145 35.2428 33.3997 33.3564 31.9983 31.5373 30.7535 30.5553 29.4085 27.7969 27.7531 42.3351 27.7544 26.2939 28.1711 25.6092 24.215 22.2154 22.6262 22.1031 21.4896 28.2996 20.0159 31.8928 30.9181
threshold=0.10124500000000002 0.12337000000000002 0.079590000000000008 0.26790000000000008 0.18019500000000002 0.042705000000000007 -0.078554999999999986 0.083345000000000016 0.088665000000000008 -0.07793499999999999 -0.014199999999999999 0.082585000000000006 -0.38124499999999995 0.13913500000000004 0.084210000000000021 -0.038779999999999995 0.13404500000000005 0.069930000000000006 -0.23091999999999999 -1.0000000180025095e-35 0.10299500000000002 -0.04890499999999999 -0.23452499999999996 0.089785000000000018 -1.0000000180025095e-35 -0.071719999999999992 0.10697000000000002 0.0049450000000000006 1.0000000180025095e-35 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 13 -5 8 -7 -2 12 24 -3 20 -9 -12 17 -17 -4 -20 22 -18 -1 27 -11 26 -8 28 29 -24
right_child=1 10 18 6 -6 7 25 14 -10 11 15 -13 -14 -15 -16 16 21 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011622343975358844 0.0084039168330687988 0.0027643607631425079 0.0058598508284795911 0.00053246593453376188 0.0038183240961090453 0.011398035710039797 0.0079731724685711027 0.0018720823161653536 0.007029255714638992 0.0096864630676341927 0.00077952394194468844 0.0036421804575368735 -0.0023335761756076152 0.0040322905517602928 0.0064172467134144106 0.0069817710246787221 0.0058202584649467287 0.0028438183472428982 0.0035052141771353342 -0.0013160761765891762 0.0055456552960481166 0.0020203174210817079 0.0040232274249642989 0.0091423311635118777 0.0062326189265388731 0.0032477204618596312 0.0032671391790289081 0.0070975145226603292 0.01056040974134323 0.0080856134608576317
leaf_weight=20 118 34 21 21 28 21 43 24 238 26 33 41 21 20 39 63 23 25 32 23 43 95 21 206 96 37 21 245 57 1386
leaf_count=20 118 34 21 21 28 21 43 24 238 26 33 41 21 20 39 63 23 25 32 23 43 95 21 206 96 37 21 245 57 1386
internal_value=0 0.00471718 0.00571801 0.00628778 0.00782849 0.00787689 0.00444921 0.00685567 0.00738348 0.00708602 0.00308657 0.00613196 0.000817876 0.00804147 0.00468576 0.00360865 0.00406186 0.00580622 0.00269676 0.00148904 0.00808201 0.00276098 0.00813837 0.00810199 0.00696868 0.00526358 0.00642901 0.00797658 0.0081237 0.00802498
internal_weight=0 773 479 403 2348 2320 122 322 259 281 294 163 55 1998 63 239 206 88 76 55 1978 118 1935 1915 122 101 64 1709 1464 1407
internal_count=3121 773 479 403 2348 2320 122 322 259 281 294 163 55 1998 63 239 206 88 76 55 1978 118 1935 1915 122 101 64 1709 1464 1407
is_linear=0
shrinkage=0.00332291


Tree=267
num_leaves=31
num_cat=0
split_feature=1 3 2 132 12 12 124 42 3 3 3 15 2 132 11 4 3 1 42 13 4 0 16 133 3 50 0 48 4 3
split_gain=412.97 96.0648 49.6596 45.3431 37.1535 39.7053 36.3633 34.3374 34.2718 39.4806 39.9909 34.143 32.1012 28.4891 25.5185 29.0678 31.4653 24.8789 26.3781 43.5891 24.4211 23.8629 22.6149 22.1233 19.6631 18.7936 18.6544 25.548 28.2243 19.9119
threshold=0.10124500000000002 -0.053259999999999995 0.31358000000000003 -1.0000000180025095e-35 0.10711000000000002 0.11527000000000001 -0.076779999999999987 -0.0041849999999999986 0.31370500000000007 0.076840000000000006 0.11658 -0.0088349999999999974 0.14122000000000004 0.087955000000000019 0.094815000000000024 -0.082769999999999982 0.092670000000000016 0.13146500000000003 -0.0060199999999999993 -0.0075049999999999987 0.0045450000000000013 -0.064754999999999993 -0.51370499999999997 0.10995500000000001 0.14121000000000003 0.096530000000000019 -0.087519999999999987 0.093265000000000015 -0.50940999999999981 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 8 -2 13 -6 7 -1 9 17 -11 22 14 25 15 26 23 18 -3 -20 -18 -19 -12 -17 -24 -5 -8 28 29 -28
right_child=1 2 -4 4 5 -7 12 -9 -10 10 11 -13 -14 -15 -16 16 20 21 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.006733980949340258 0.001027483857931454 0.0066208428864863774 -0.0010578504558804572 0.0065405398933354383 0.00092786748424022927 0.0059935924879676791 0.0087675286587503114 0.0026290135770602593 0.001671562235282848 0.0074419041142655329 0.0026333889213802602 0.00067184900360428806 0.00399143103093516 0.0030231031200550593 0.0032620838845959228 0.006857744293500583 0.001429139758747286 -0.0010801853955799993 0.0040494543049880982 -0.00039260692788359395 0.0061424767403694628 0.0028624747384248107 0.008603034573955488 0.0058366269250892224 0.004687427524711716 0.0097795103042364936 0.012018422415859299 0.0037241181062508824 0.0070746417504685723 0.0079867403035069565
leaf_weight=39 21 25 26 160 28 34 91 42 90 48 28 24 41 21 20 1364 20 25 101 28 24 39 20 249 35 20 20 20 387 31
leaf_count=39 21 25 26 160 28 34 91 42 90 48 28 24 41 21 20 1364 20 25 101 28 24 39 20 249 35 20 20 20 387 31
internal_value=0 0.00402482 0.00317849 0.00548205 0.00583773 0.00370585 0.00667947 0.00460548 0.00341639 0.00383739 0.00505285 0.00398112 0.00675357 0.00649533 0.00680445 0.00683656 0.00662842 0.00297319 0.00365924 0.00308529 0.00400005 0.00132237 0.00493802 0.00670011 0.00611128 0.00690043 0.00746479 0.00720595 0.00736494 0.00956779
internal_weight=0 773 489 284 263 62 2348 81 463 373 155 107 2267 201 2226 2206 1657 218 154 129 44 64 83 1613 55 180 549 458 438 51
internal_count=3121 773 489 284 263 62 2348 81 463 373 155 107 2267 201 2226 2206 1657 218 154 129 44 64 83 1613 55 180 549 458 438 51
is_linear=0
shrinkage=0.00315022


Tree=268
num_leaves=31
num_cat=0
split_feature=1 4 2 12 40 15 45 124 0 1 15 14 0 4 4 0 49 0 96 483 2 48 52 4 0 3 160 13 15 157
split_gain=334.505 77.925 60.7989 47.556 33.298 32.5908 31.2683 33.3787 24.0854 28.0726 35.2715 23.8715 32.7646 39.7769 27.2933 26.5465 24.9076 24.1236 23.5412 22.2747 23.5854 21.0698 25.5355 23.9825 17.87 21.3348 68.7979 22.4556 17.3658 16.8048
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.051255000000000002 -0.045854999999999993 0.081955000000000014 -0.076779999999999987 -0.10474999999999998 0.14000500000000002 -0.40580499999999992 0.062655000000000016 -0.11173999999999999 0.0033150000000000007 0.022185000000000003 -0.097734999999999989 -0.007794999999999999 -0.15931499999999996 0.088850000000000026 0.086310000000000012 0.11474000000000002 0.093265000000000015 0.13140000000000004 -0.52556499999999995 -0.079119999999999982 -0.097174999999999984 -0.080719999999999986 0.17001000000000002 0.090455000000000021 -0.15918499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 18 6 8 7 -1 -4 -10 -11 12 13 17 15 -14 -15 -9 19 -3 -21 23 -23 -17 29 26 -26 -28 -13 -25
right_child=1 2 5 -5 -6 -7 -8 11 9 10 -12 28 14 16 -16 21 -18 -19 -20 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0035626228417089726 0.0060371297752476539 0.002745831667127374 0.0043805010017109432 0.004647384089759652 0.0017944453899053166 -0.0011729836626884792 0.0089389240727905332 0.0036988231111523277 0.0028243734146839459 0.0022139745020474848 -0.003000725588747582 0.0081916472461518001 0.0081177814292267732 0.0033150187547462849 0.0046108846517422045 0.0084337646837376653 0.0064373617949767311 -0.00030698859540823846 -0.00011068435273700763 0.0072503803147248381 0.0029769113127768409 0.0051914735321605216 0.0020501479985362515 0.0033043891088971769 -0.0004165040378784598 0.0055519278014232957 0.0044032787084519031 0.0078025540379036522 0.0055677951472443308 0.0059679962268331232
leaf_weight=72 78 292 29 184 20 32 22 33 51 22 21 48 37 33 211 27 59 20 21 20 23 104 27 20 22 441 60 22 37 1033
leaf_count=72 78 292 29 184 20 32 22 33 51 22 21 48 37 33 211 27 59 20 21 20 23 104 27 20 22 441 60 22 37 1033
internal_value=0 0.00330942 0.00300329 0.00345936 0.00549222 0.00141441 0.00552399 0.00549141 0.00208756 0.00138016 -0.000332739 0.00555357 0.0054944 0.00417325 0.00559 0.00570522 0.00531739 0.0021872 0.00284532 0.00303063 0.00496457 0.00565438 0.00454402 0.0057439 0.00569845 0.00527539 0.00410279 0.00531528 0.0070495 0.00591741
internal_weight=0 773 695 540 2348 155 2328 2306 123 94 43 2234 2149 145 2004 1793 92 53 356 335 43 1756 131 1625 1598 545 104 82 85 1053
internal_count=3121 773 695 540 2348 155 2328 2306 123 94 43 2234 2149 145 2004 1793 92 53 356 335 43 1756 131 1625 1598 545 104 82 85 1053
is_linear=0
shrinkage=0.00287809


Tree=269
num_leaves=31
num_cat=0
split_feature=4 3 9 457 39 14 44 49 123 2 149 2 52 2 96 0 4 0 42 41 40 12 15 15 1 49 15 151 0 0
split_gain=276.178 87.365 62.0925 37.5743 43.9457 35.8545 35.54 33.9461 27.9048 27.1921 27.0049 28.0633 24.2713 22.7839 20.6769 19.3064 48.2796 26.3326 25.358 21.2803 20.9947 19.1676 18.1144 16.7607 16.345 14.3617 13.5071 13.3587 17.3819 14.1014
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.29113500000000009 0.11925000000000001 0.062655000000000016 0.081805000000000017 0.12595000000000003 0.083855000000000013 -0.090999999999999984 0.07770500000000001 0.25063000000000007 0.12492500000000002 0.10855000000000002 0.086715000000000014 -0.10836499999999999 -0.0029599999999999995 -0.14832499999999996 1.0000000180025095e-35 0.081560000000000007 -1.0000000180025095e-35 0.087695000000000009 -0.088749999999999982 -0.089549999999999991 0.12000500000000001 0.15021500000000002 0.090455000000000021 -0.030624999999999996 -0.071719999999999992 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 9 -1 -4 11 12 14 -9 24 16 17 -11 22 21 -19 -17 -18 -3 27 -15 -7 -2 29 -29
right_child=10 23 3 -5 -6 26 -8 13 -10 15 -12 -13 -14 25 -16 19 18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010547789950639183 0.0019367372638112851 0.0046970219726680728 0.0027376688048523952 0.0019957837567809895 0.0014764304427391382 0.0093037852967014518 0.0092939352198718912 0.0055600347480757283 0.0042589395777454814 0.0054948450984017606 0.0057714010831984722 -0.0015951042937379055 0.0057695272651812728 0.003786783859349936 -0.0012282208333891031 0.0065771149383768946 0.0062739546681001412 0.0038828257772439449 0.0044330653944344668 0.0035010998626046341 -0.00082755922947652248 0.0058958589323130934 0.0098006548377509595 0.0010282609521282563 0.0015815383447615914 -0.00010908739589776831 0.006640214502336989 0.0038917587201346324 0.0019969160999582548 0.0076411201798639861
leaf_weight=21 50 21 31 29 26 53 38 47 28 27 28 22 25 27 20 833 48 20 53 37 27 1260 28 54 130 20 41 29 27 21
leaf_count=21 50 21 31 29 26 53 38 47 28 27 28 22 25 27 20 833 48 20 53 37 27 1260 28 54 130 20 41 29 27 21
internal_value=0 0.0057651 0.00586837 0.00594037 0.0059841 0.00602935 0.00594979 0.00589809 0.00198163 0.00597975 0.00248824 0.0022045 0.0024813 0.0038445 0.00218453 0.00602283 0.00499603 0.00275234 0.00628311 0.00612069 0.00117686 0.00616699 0.00757327 0.00205551 0.00245011 0.00212897 0.00814202 0.0033392 0.00424989 0.00546649
internal_weight=0 2769 2694 2645 2616 2590 2496 2458 49 2364 352 324 302 94 277 2333 203 74 129 2130 47 2093 76 75 257 47 94 127 77 50
internal_count=3121 2769 2694 2645 2616 2590 2496 2458 49 2364 352 324 302 94 277 2333 203 74 129 2130 47 2093 76 75 257 47 94 127 77 50
is_linear=0
shrinkage=0.00348457


Tree=270
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 42 4 0 15 150 52 39 158 0 4 15 0 1 40 2 3 475 49 1
split_gain=4215.96 713.775 371.454 285.718 263.168 222.145 207.229 155.7 154.783 157.693 119.229 107.633 90.6207 96.2529 91.799 74.2793 58.4515 57.5242 56.931 56.9051 68.3176 56.2048 54.7709 53.2764 50.7367 50.64 49.7931 49.4984 36.9327 35.9297
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.14285500000000004 -0.0060199999999999993 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.52606999999999993 0.084780000000000008 0.080150000000000013 -0.079119999999999982 -0.55119499999999988 -0.069954999999999989 -0.059114999999999994 0.12408500000000001 -0.078554999999999986 -0.0091949999999999983 -0.12711499999999995 -0.079029999999999975 -0.017229999999999999 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 24 12 -8 -10 15 -4 13 14 -1 27 -2 -13 -14 -15 -21 22 -6 -11 -3 -19 -22 -7 -18 -5
right_child=1 4 11 29 21 10 8 -9 9 23 -12 17 18 19 -16 -17 28 25 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012449108907921268 0.011795915585066491 0.0038713033260841536 0.010938792667506778 0.0061779330732392662 0.00315632898424519 0.012091629739443482 0.0096388669685007825 0.014091369103054986 0.0093709183428113373 0.0050671418621192777 0.0065459373439144784 0.0034211764715011382 0.0090363595071591505 0.011681524280621228 0.0077425347590411872 0.0070399232064553676 0.0067835447596491967 0.0046982585574387491 0.011769202637087006 0.014198925249779896 0.0083014576594505115 -0.0015591899725192031 2.0615631535962928e-05 0.0026203712585765046 0.0010135390896128392 0.0086773087160143675 0.010854877151497376 0.01007228086500195 0.0097401403452579451 0.0033311439202395798
leaf_weight=23 45 45 22 59 58 54 34 76 29 134 39 23 110 1169 52 28 21 20 40 22 32 21 34 46 51 32 360 346 72 24
leaf_count=23 45 45 22 59 58 54 34 76 29 134 39 23 110 1169 52 28 21 20 40 22 32 21 34 46 51 32 360 346 72 24
internal_value=0 0.00534167 0.0108854 0.0082308 0.00392906 0.0110406 0.00479325 0.0113408 0.00575725 0.00512579 0.00982948 0.0071235 0.0112252 0.0113573 0.00918588 0.0101287 0.00996059 0.00600435 0.00976512 0.0114602 0.0108352 0.0013365 0.00199748 0.00444186 0.00235312 0.0071469 0.0106464 0.0103449 0.00907252 0.00535477
internal_weight=0 673 2448 221 452 2351 339 1884 243 209 467 97 1808 1658 75 428 138 75 150 1583 414 113 92 180 96 52 392 400 93 83
internal_count=3121 673 2448 221 452 2351 339 1884 243 209 467 97 1808 1658 75 428 138 75 150 1583 414 113 92 180 96 52 392 400 93 83
is_linear=0
shrinkage=0.00196165


Tree=271
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 44 124 2 2 4 0 15 475 150 34 0 4 1 2 8 457 3 47 2 47 31 4
split_gain=4149.38 698.696 426.708 372.831 247.549 231.58 142.587 117.973 115.223 103.036 102.6 85.7008 78.8288 80.6982 75.5611 66.9435 69.1923 66.5655 66.1635 71.6348 61.2259 54.7586 49.2975 47.2847 45.6112 42.2593 41.4821 36.9371 36.5992 33.8668
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.094585000000000016 -0.080389999999999989 0.11474000000000002 0.14960000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.066784999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 0.13404500000000005 0.08573500000000002 0.045365000000000009 -0.12711499999999995 0.093140000000000014 0.12358500000000001 0.090100000000000013 -0.077289999999999984 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 12 15 11 23 29 17 13 14 -1 -7 -17 28 -15 -20 -14 22 26 -5 -21 -22 -19 -3 -4 -6
right_child=1 2 8 9 10 7 -8 -9 -10 -11 -12 -13 20 18 -16 16 -18 21 19 24 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01261208942775245 0.011384958848214043 0.0052162396161790324 0.0035754920735216536 0.0048235859169430146 0.012267991664542333 0.012269507627902819 0.014213150222479624 0.0069928062337536855 0.0076086846102734092 0.010625295817180384 0.0056912332936928916 0.0014162661808767888 0.011067298562019162 0.011989962516446318 0.0084636861866954106 0.010374418907961893 0.0072074794978466521 0.0083071663607308995 0.014526530393607013 0.0087333395676895565 0.006328777851896927 0.0031434585982900417 0.0033612547533425734 0.0079871435471862116 0.011108914011929731 0.0099558352165135672 0.0046859961180651423 0.0073997152010406991 0.00013727105620389395 0.0094301010703844584
leaf_weight=23 74 191 22 37 21 63 76 39 22 28 24 79 99 1168 52 348 27 27 21 32 20 58 23 32 355 28 20 33 23 56
leaf_count=23 74 191 22 37 21 63 76 39 22 28 24 79 99 1168 52 348 27 27 21 32 20 58 23 32 355 28 20 33 23 56
internal_value=0 0.00586036 0.00517785 0.0112034 0.00665476 0.0113545 0.0116563 0.010169 0.00342605 0.00754195 0.00913171 0.0030609 0.0115482 0.0116673 0.00973586 0.0104518 0.0101464 0.00381191 0.0117592 0.0110985 0.0102109 0.00451283 0.00564746 0.00629074 0.0109125 0.00844456 0.00676624 0.00553791 0.00181818 0.0102041
internal_weight=0 673 599 2448 325 2351 1874 477 274 97 101 252 1798 1651 75 438 375 173 1576 408 147 128 70 69 387 48 47 224 45 77
internal_count=3121 673 599 2448 325 2351 1874 477 274 97 101 252 1798 1651 75 438 375 173 1576 408 147 128 70 69 387 48 47 224 45 77
is_linear=0
shrinkage=0.00190575


Tree=272
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 2 2 2 4 14 2 1 4 3 4 0 15 457 158 0 4 16 475 3 160 50 15 40 1 156
split_gain=4297.92 719.789 349.509 292.203 255.983 245.716 183.096 142.569 162.724 131.963 106.644 105.202 95.8812 85.964 78.8619 90.3839 83.2255 75.6807 74.4827 61.6325 75.2378 56.9915 55.9143 54.2484 75.3437 51.7676 55.6677 48.8407 46.2341 45.708
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.11474000000000002 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.41816000000000003 -0.14477499999999996 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.080930000000000016 0.080150000000000013 -0.079119999999999982 -0.55119499999999988 -0.11676499999999999 -0.079029999999999975 -0.097174999999999984 -0.016279999999999996 0.041865000000000006 -0.087894999999999987 -0.078554999999999986 0.11654500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 27 -8 -9 14 17 -4 -2 21 15 16 -1 22 -16 -17 -21 -5 -7 24 -22 26 -6 -3 -10 -24
right_child=1 4 11 13 25 10 7 8 28 -11 -12 -13 -14 -15 18 19 -18 -19 -20 20 23 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012724221843829603 0.010876935495927711 0.0053281468032742507 0.010667691710643868 0.0057650138484284935 0.0031710273159399473 0.012569443761441272 0.010315821850959998 0.010163007831558383 0.0064613890079736223 0.014044288512869124 0.007748290344494483 0.006932610032152957 0.0069443038218709695 0.0034537807553380582 0.0097963673818336778 0.012136489841875321 0.0088148598423048192 0.0077469870085232206 0.012533382719559465 0.014518524848725631 0.0070455980440531779 0.0094307127141710113 0.010406032365864707 0.011509449144946428 0.010914912283594772 0.0051371015073948412 -3.9853406013204868e-05 0.0028821953978957751 0.0047022320117278693 0.012214375272844554
leaf_weight=23 134 45 34 27 64 50 30 28 105 76 39 63 21 23 107 1168 52 24 40 21 20 23 317 311 56 26 21 51 75 47
leaf_count=23 134 45 34 27 64 50 30 28 105 76 39 63 21 23 107 1168 52 24 40 21 20 23 317 311 56 26 21 51 75 47
internal_value=0 0.00654223 0.0114251 0.00901464 0.00527547 0.0115564 0.00602368 0.00682837 0.00632537 0.0118356 0.0104599 0.00824181 0.0103441 0.00619176 0.0117422 0.0118491 0.0100137 0.0107013 0.0105411 0.0119365 0.0113639 0.00745124 0.0108726 0.0111927 0.00989667 0.00302409 0.00237775 0.00402874 0.00572841 0.0106395
internal_weight=0 673 2448 228 445 2351 334 238 208 1874 477 97 155 73 1798 1651 75 438 147 1576 408 50 414 387 76 111 85 96 180 364
internal_count=3121 673 2448 228 445 2351 334 238 208 1874 477 97 155 73 1798 1651 75 438 147 1576 408 50 414 387 76 111 85 96 180 364
is_linear=0
shrinkage=0.00171125


Tree=273
num_leaves=31
num_cat=0
split_feature=1 3 3 403 3 0 3 1 13 4 52 49 15 39 132 0 42 13 2 3 50 11 160 151 1 41 16 3 474 43
split_gain=378.314 89.1329 44.0721 41.4141 39.9445 37.9666 37.639 35.3554 34.7536 28.2604 30.5255 27.9666 26.5447 25.1571 24.635 23.8482 22.5449 36.9148 22.1927 20.3764 18.9635 17.4243 21.4684 20.686 18.5071 17.6463 17.0981 28.749 21.3662 18.9017
threshold=0.10124500000000002 -0.053259999999999995 0.31534000000000006 -0.0059799999999999992 0.076840000000000006 0.18019500000000002 0.11658 0.13075500000000004 -0.47860499999999995 0.042705000000000007 1.0000000180025095e-35 -0.023059999999999997 -0.0088349999999999974 0.11593500000000001 0.078465000000000021 -0.070889999999999995 -0.025789999999999997 -0.0069799999999999992 0.13913500000000004 0.10299500000000002 -0.23452499999999996 1.0000000180025095e-35 -0.088854999999999976 0.009020000000000002 0.085760000000000017 0.079300000000000009 0.0065250000000000004 -0.11171999999999999 0.037915000000000011 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 13 9 -6 14 -4 18 11 -11 -8 16 -5 -12 -3 -18 19 20 -1 23 -23 26 -25 -24 29 -28 -29 -22
right_child=1 2 8 7 6 -7 12 -9 -10 10 15 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 25 24 -26 -27 27 28 -30 -31
leaf_value=0.012737309162725438 0.0019816628632542063 0.0071771759379586587 0.0031066820518400149 0.0085265886586451591 0.0091279716280564891 0.0034004585283270447 0.0057513898300207908 0.0035503566932774825 -0.0023235764974539096 0.0016679103762881056 0.0096918174677806182 0.0067198210086359123 0.00092296715914856565 -0.00093414416238224733 0.0043434831710947993 0.0048423072061274551 0.0040571115517429425 -0.00094973055123646389 0.0041087258408058222 0.00570491731455552 0.009037845300631028 0.0064949342134494404 0.012567503694976202 0.0077014297952239909 0.0027640566872927474 0.0082493647395327028 0.0029143683172197939 0.0072629574763491047 0.0097666560838464787 0.0078649483837316368
leaf_weight=20 29 29 58 188 48 28 93 38 33 22 102 176 26 23 29 22 147 32 20 43 1132 21 57 42 20 24 21 197 88 313
leaf_count=20 29 29 58 188 48 28 93 38 33 22 102 176 26 23 29 22 147 32 20 43 1132 21 57 42 20 24 21 197 88 313
internal_value=0 0.00488296 0.00378975 0.00676529 0.00439617 0.00829022 0.00597017 0.00730931 0.00113747 0.00834923 0.00718782 0.0061585 0.00469644 0.00325825 0.00796756 0.00883142 0.00372184 0.00316203 0.00853641 0.00858118 0.00864509 0.00860235 0.0103012 0.00850677 0.00610873 0.0112881 0.00859168 0.00768454 0.00803603 0.00878379
internal_weight=0 773 489 284 398 2348 167 255 91 2320 322 198 119 231 217 124 208 179 1998 1978 1935 1915 102 1813 62 81 1751 306 285 1445
internal_count=3121 773 489 284 398 2348 167 255 91 2320 322 198 119 231 217 124 208 179 1998 1978 1935 1915 102 1813 62 81 1751 306 285 1445
is_linear=0
shrinkage=0.00422446


Tree=274
num_leaves=31
num_cat=0
split_feature=4 3 2 123 14 147 1 1 4 130 3 43 16 3 3 52 0 149 14 13 159 0 48 2 52 15 1 52 48 3
split_gain=309.621 94.2282 63.5169 51.0126 30.8001 39.1641 26.5073 26.1417 24.5115 28.2343 28.472 24.6599 25.6043 62.6335 25.9671 21.3395 21.1698 20.1036 18.9169 18.5889 18.4911 18.3992 15.8246 15.597 17.0646 23.331 20.9752 15.5681 32.9181 14.3553
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 -0.10708499999999999 0.094075000000000006 0.11690500000000002 0.16540500000000002 -0.07168999999999999 -0.081769999999999995 -0.15121499999999996 -0.08076499999999999 -0.067914999999999989 0.092670000000000016 -0.096099999999999977 0.12492500000000002 -0.089269999999999988 0.07770500000000001 -0.45687499999999998 -0.0075049999999999987 0.082105000000000025 -0.071924999999999989 0.085325000000000012 0.12299 0.039215000000000007 -0.41942499999999994 0.10508500000000001 -0.57009999999999994 0.093265000000000015 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 21 15 16 -10 -11 -12 -13 14 -14 17 -6 18 19 -2 -3 22 -5 24 25 -20 -27 -18 -29 -16
right_child=7 20 -4 6 5 -7 -8 -9 9 10 11 12 13 -15 29 -17 27 -19 23 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.008959091974029134 0.002254642530930699 0.0035060289532249855 0.00024208004130176156 0.0077129479370625989 0.0074576963711865864 0.0014123930659023303 0.00088850850961124251 -0.0012266590532523443 0.0023559305534706452 0.0017916276017386483 0.0061217284408772226 0.0059799893752089271 0.001411766687547105 -0.00056959673478849005 0.0050529259287747973 0.0050548474828020339 0.0085930247060468645 0.0051418253742178859 -0.00073747969077617344 0.0061877107855006826 0.00029102498505078603 0.0027490365544630218 0.0044558788332151166 0.00047466310828014977 0.0043585252491219932 -0.00017055503274309266 0.0036230836830404307 0.0060032049225451183 0.0025014556277427173 0.0077948482921540779
leaf_weight=31 34 38 23 22 110 22 27 21 30 21 541 292 20 22 424 31 23 23 31 20 37 43 54 84 31 21 56 939 29 21
leaf_count=31 34 38 23 22 110 22 27 21 30 21 541 292 20 22 424 31 23 23 31 20 37 43 54 84 31 21 56 939 29 21
internal_value=0 0.00549894 0.00559858 0.0056447 0.00575227 0.00571241 0.00378425 0.00227571 0.00575068 0.00546182 0.0055313 0.00559079 0.00522207 0.00476763 0.00502015 0.00249791 0.00611039 0.0022337 0.00199223 0.00371133 0.00191996 0.00444127 0.00539871 0.00157594 0.00224146 0.00163379 0.00258845 0.00596084 0.0058983 0.00518232
internal_weight=0 2769 2694 2671 2525 2494 146 352 2472 1371 1341 1320 779 487 465 331 1101 300 277 54 75 119 76 223 139 108 77 991 968 445
internal_count=3121 2769 2694 2671 2525 2494 146 352 2472 1371 1341 1320 779 487 465 331 1101 300 277 54 75 119 76 223 139 108 77 991 968 445
is_linear=0
shrinkage=0.00323714


Tree=275
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 47 14 52 457 12 1 1 1 51 47 159 1 1447 0 42 15 16 131 52 16
split_gain=4576.32 743.814 491.105 400.284 332.065 235.676 187.859 141.633 135.677 130.314 116.778 102.313 60.2739 67.9137 86.6586 54.6929 48.329 43.537 41.2738 50.3221 40.5539 48.9237 46.9255 40.5712 38.9586 51.0014 38.5074 35.9156 35.384 38.9959
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.062655000000000016 -0.56022499999999986 0.080930000000000016 0.086915000000000006 0.091450000000000017 0.16540500000000002 0.11392000000000001 -0.085989999999999997 0.078345000000000012 0.082585000000000006 0.085345000000000018 -0.080594999999999986 -0.072894999999999988 0.075730000000000006 0.050935000000000008 0.13751500000000003 0.091440000000000007 -0.077024999999999996 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 17 6 8 -6 11 -5 16 15 -10 20 -15 -1 28 18 -3 -20 22 23 -14 -22 25 -24 -7 -2 -4 -30
right_child=1 2 10 9 7 26 -8 -9 12 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010457205185871869 0.010613042133905624 0.0023883423420472099 -0.0005091191183030897 0.0090659437192810999 0.0088162606261559182 0.0047101875337071048 0.0051401438947685533 0.0046897461460968272 0.011456230166103526 0.0048128239495076209 0.0054644167859063675 0.012660223449519956 0.01112262301243705 0.0051438684410793634 0.0099082798254603137 0.0094840203789160384 -0.0012439759737697567 0.0033668214309622189 0.0046177899116442338 0.0076433817575312316 0.010772037232654762 0.01298494314005288 0.0082711229811364192 0.0083638020772118463 0.0096653590662620619 0.009802620045165673 0.0078712778455239593 0.0078665321842441641 0.0012031170748573899 0.0032734321199595576
leaf_weight=1127 54 20 22 34 82 27 24 37 47 63 22 59 44 25 22 210 22 142 107 20 65 20 196 32 331 101 21 20 83 42
leaf_count=1127 54 20 22 34 82 27 24 37 47 63 22 59 44 25 22 210 22 142 107 20 65 20 196 32 331 101 21 20 83 42
internal_value=0 0.00463404 0.0039871 0.00978902 0.00507177 0.00993283 0.0100129 0.00753323 0.0100642 0.00630361 0.00167011 0.0104039 0.00952704 0.00941858 0.00737402 0.0103043 0.00117618 0.00405822 0.00472611 0.00509426 0.00954038 0.0104916 0.00937475 0.00997757 0.00925229 0.00879194 0.00609316 0.00987074 0.00153838 0.00189874
internal_weight=0 673 599 2448 408 2351 2303 119 2279 97 191 1396 883 836 47 1337 169 289 147 127 789 117 672 97 628 297 48 74 147 125
internal_count=3121 673 599 2448 408 2351 2303 119 2279 97 191 1396 883 836 47 1337 169 289 147 127 789 117 672 97 628 297 48 74 147 125
is_linear=0
shrinkage=0.0017508


Tree=276
num_leaves=31
num_cat=0
split_feature=1 4 457 2 3 0 12 48 52 9 0 15 14 3 4 132 49 15 1 13 43 51 13 160 13 42 475 475 16 12
split_gain=299.508 73.4375 54.2521 45.0444 33.6913 31.6349 28.164 26.8951 25.3107 24.9038 23.7617 35.4401 22.9697 26.0856 29.812 22.8725 22.4719 22.4233 21.2354 20.0005 21.5956 18.8202 20.7336 26.0092 39.5166 21.1089 20.5532 24.0233 20.004 16.8683
threshold=0.10124500000000002 0.27044500000000005 0.079590000000000008 0.12198500000000001 -0.13927999999999999 0.22582000000000002 0.10124000000000001 0.085130000000000025 0.12418000000000001 -1.0000000180025095e-35 -0.10324499999999999 -0.41396999999999995 0.062655000000000016 0.090900000000000009 -0.46376499999999993 0.0087150000000000023 0.11560500000000001 -0.03241999999999999 0.11181500000000001 0.10820000000000002 -1.0000000180025095e-35 -0.22411499999999998 0.0049450000000000006 -0.054789999999999998 0.090705000000000008 0.086665000000000006 -0.088274999999999978 -0.085684999999999997 0.5136400000000001 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 19 12 8 -4 10 -2 18 -12 13 16 -15 -11 21 -16 -6 20 -3 28 25 24 -24 26 -23 -28 -1 -27
right_child=1 4 7 -5 6 -7 -8 -9 -10 15 11 -13 -14 14 17 -17 -18 -19 -20 -21 -22 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.0099081024089287175 0.002385901257199727 0.0030209208451047881 -0.0018706827696275295 0.0025866058699247022 0.00047089647302484201 0.0016373641366959637 -0.002097653452828651 0.0030466537460361633 0.0050019612602693261 0.0061779458411072574 0.0016322189780529569 -0.0030129809937878573 0.0078860179969156476 0.0065465979009282941 0.0046245093465930726 0.0022401623681976919 0.0046041278293875703 0.00044034534892496653 0.0040671678154180144 0.0017406281500545278 0.0079245528319658413 0.0039117678072199394 -0.0007577111680647185 0.0057949008857009435 0.0055055534384745794 0.0028014399897109145 0.0093192932734880527 0.0066320371930551738 0.0057027527483747686 0.0059553174997734794
leaf_weight=35 28 20 21 80 31 20 23 42 31 259 79 28 89 47 38 20 114 28 62 23 26 33 21 218 32 22 44 866 24 717
leaf_count=35 28 20 21 80 31 20 23 42 31 259 79 28 89 47 38 20 114 28 62 23 26 33 21 218 32 22 44 866 24 717
internal_value=0 0.00353422 0.00446067 0.00495769 0.0022435 0.00608028 0.00164629 0.00140754 0.00201907 0.00557556 0.00155672 0.000416653 0.00611845 0.00604819 0.00438718 0.00589567 0.00613648 0.00284941 0.00286841 0.0044419 0.00579254 0.0062233 0.00616366 0.00525297 0.00302388 0.00631039 0.00666223 0.00676197 0.00819745 0.00586143
internal_weight=0 773 450 387 323 2348 254 63 231 307 200 107 2328 2239 113 279 2126 66 93 69 46 2012 1953 271 53 1682 943 910 59 739
internal_count=3121 773 450 387 323 2348 254 63 231 307 200 107 2328 2239 113 279 2126 66 93 69 46 2012 1953 271 53 1682 943 910 59 739
is_linear=0
shrinkage=0.00354779


Tree=277
num_leaves=31
num_cat=0
split_feature=4 3 9 1375 40 14 123 44 42 0 4 0 160 3 132 15 14 0 43 0 157 43 12 52 0 52 16 159 2 13
split_gain=245.299 80.4751 52.8272 35.8252 33.9046 30.4351 32.8943 30.2673 27.0251 25.9417 32.3099 35.9452 24.9958 23.4467 31.0298 29.4603 24.1831 27.4682 25.5214 29.4119 22.6942 21.2802 20.1956 19.0205 17.5252 20.1281 17.1064 15.0846 14.8464 14.5178
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 -0.27302499999999996 0.051255000000000002 0.062655000000000016 1.0000000180025095e-35 0.081805000000000017 0.11688500000000002 -0.10836499999999999 -0.0016099999999999997 -0.15350499999999997 0.079055000000000014 0.31370500000000007 0.10365500000000001 -0.41942499999999994 -0.47071999999999997 -0.10096999999999999 -0.04890499999999999 -0.26343999999999995 -1.0000000180025095e-35 -0.032879999999999993 0.086305000000000007 0.26391000000000003 -0.036484999999999997 0.056145000000000007 -0.071854999999999988 0.082105000000000025 0.11548000000000001 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 5 6 7 8 9 10 11 -5 -1 16 15 -15 -2 18 -18 -20 -10 -8 -11 -12 25 -19 29 -3 -21 -24
right_child=13 27 3 4 -6 -7 21 -9 20 22 23 -13 -14 14 -16 -17 17 24 19 28 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035331873777873853 0.0050434156797000244 0.0028725988515159351 0.0012210490891371184 0.0044587839168744757 0.0016497587610969533 0.0067200864488743822 0.0023805124696085894 0.0077685670214159355 0.00056115682554305996 0.0055752963787547034 0.005355509750706762 -0.00083356451199189351 0.0042683187826683591 0.0014154894724827691 0.003169068853479901 -0.0038623000436251382 0.00074872112243572057 -0.00075462445889020531 0.0016046673224647679 0.0071910665421081538 0.0041099807352497951 0.005903120030796149 0.0055029011693947813 0.001933438425115617 0.0024096492014079678 0.0027717440083256262 0.0045659950912530353 1.9724741956132163e-05 0.0037532246996374438 0.0042834257208708071
leaf_weight=29 29 38 27 25 32 94 82 38 21 621 92 27 20 20 23 23 32 64 30 27 138 22 518 20 58 22 766 37 24 122
leaf_count=29 29 38 27 25 32 94 82 38 21 621 92 27 20 20 23 23 32 64 30 27 138 22 518 20 58 22 766 37 24 122
internal_value=0 0.00471467 0.00480514 0.00486575 0.00490334 0.0049436 0.00487659 0.00495285 0.00490732 0.00499919 0.00378256 0.00171083 0.00153306 0.00189603 0.000187356 -0.00140751 0.00229034 0.00197968 0.00315341 0.00410341 0.00364127 0.00312568 0.00509763 0.00474443 0.00105863 0.00014747 0.00488665 0.00146518 0.00557326 0.00527044
internal_weight=0 2769 2694 2645 2618 2586 2492 2388 2350 2191 164 52 49 352 66 43 286 257 113 81 159 104 2027 112 144 86 1406 75 51 640
internal_count=3121 2769 2694 2645 2618 2586 2492 2388 2350 2191 164 52 49 352 66 43 286 257 113 81 159 104 2027 112 144 86 1406 75 51 640
is_linear=0
shrinkage=0.00318037


Tree=278
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 1 14 1 2 4 1 40 160 1 1 43 51 1 133 47 13 43 4 16
split_gain=4406.78 727.689 368.999 338.836 257.094 232.226 209.784 153.732 143.864 170.589 123.893 118.407 98.5876 82.0558 69.4536 65.6115 97.073 58.5131 52.5914 48.7495 44.872 42.3949 38.0815 37.9772 42.9051 37.1477 36.2286 35.4575 34.2319 34.2205
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 0.09253500000000002 0.062655000000000016 0.12765500000000005 0.31358000000000003 -0.013125 0.093100000000000002 -0.077714999999999992 0.030480000000000004 0.13436000000000001 0.091785000000000019 0.066275000000000014 -0.023524999999999997 0.13075500000000004 -1.0000000180025095e-35 0.08265500000000002 -0.075129999999999988 0.12266000000000001 -0.013125 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 10 -8 -10 12 -4 20 28 -6 18 25 -3 21 29 -1 -12 -20 24 -5 26 -17 -23 -2 -11
right_child=1 4 11 23 14 -7 8 -9 9 19 15 -13 -14 -15 -16 16 -18 -19 22 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012839069311344471 0.012547509095323634 0.0047382006420015462 0.011289095211038458 0.0045543591385514594 0.0029212520817671578 0.0078568096629071296 0.010865330723229686 0.0072572574005609807 0.010700191374841409 0.0068528750602339624 0.012327413244459006 0.0065881647879505326 0.015366912276826621 0.0073113909678766548 -0.00088111957153923952 0.012080838206460241 0.0070669718428536307 0.0015472740405647935 0.016214079713430331 0.0024823357221520816 0.011785354904613545 0.008587109622188293 0.012983762638643681 0.0038324279119765401 0.0081167930736756096 0.013898513105516203 0.010746577509329646 0.011667256207484889 0.010404018989091844 0.0049282883603632933
leaf_weight=1142 73 45 34 22 83 48 29 24 28 64 348 63 59 21 26 141 22 50 21 22 195 24 53 25 38 24 207 43 53 94
leaf_count=1142 73 45 34 22 83 48 29 24 28 64 348 63 59 21 26 141 22 50 21 22 195 24 53 25 38 24 207 43 53 94
internal_value=0 0.0062506 0.0121162 0.00916106 0.00471948 0.0122763 0.00560764 0.0123684 0.00662934 0.00603875 0.0124223 0.00823591 0.0127987 0.0110267 0.00201426 0.0118271 0.0112106 0.00305877 0.0123238 0.00531364 0.0126854 0.0120427 0.0139005 0.00593464 0.00681057 0.0114557 0.0112872 0.0105639 0.0116459 0.00570787
internal_weight=0 673 2448 232 441 2351 332 2303 237 208 2279 97 1396 147 109 883 394 95 489 180 1337 415 74 85 60 372 348 67 126 158
internal_count=3121 673 2448 232 441 2351 332 2303 237 208 2279 97 1396 147 109 883 394 95 489 180 1337 415 74 85 60 372 348 67 126 158
is_linear=0
shrinkage=0.00203011


Tree=279
num_leaves=31
num_cat=0
split_feature=1 2 0 97 3 132 2 44 14 11 123 149 2 3 130 4 51 14 16 133 13 0 15 156 1 12 13 43 3 16
split_gain=242.333 67.5383 51.4738 35.4407 31.4492 29.1009 26.7752 25.4948 21.9695 29.9837 20.4238 19.7844 20.6993 20.8415 18.6745 24.2373 19.515 20.1274 18.6657 16.6512 18.0202 16.4416 24.3039 21.3028 21.945 16.2218 15.6625 15.572 14.8875 14.6672
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -0.0047149999999999996 0.31370500000000007 0.10365500000000001 0.15361500000000003 1.0000000180025095e-35 0.076175000000000007 0.08740500000000001 0.085740000000000011 0.078320000000000015 -0.090999999999999984 -0.15447499999999995 -0.0060099999999999989 -0.033174999999999989 -0.40274499999999996 -0.46166999999999997 -0.015314999999999997 0.11224500000000003 -0.091904999999999987 -0.10836499999999999 -0.10653 0.013700000000000002 0.085345000000000018 0.086305000000000007 -0.47860499999999995 0.0010100000000000003 0.13524500000000003 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 14 26 19 8 9 11 18 12 -5 -14 -2 -16 -17 -18 28 20 -4 22 -15 24 -24 -23 -6 -22 -3 -27
right_child=4 2 6 7 5 -7 -8 -9 -10 -11 -12 -13 13 21 15 16 17 -19 -20 -21 27 25 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.002021977297549638 0.00021382965403633658 0.0044704438926899256 0.0033164259114122807 0.0028368550222434806 0.00056737279852146511 0.0033350158855826977 0.00094994074445478409 0.0095380054326249328 0.0073537177206500883 0.0011266413598560068 -0.00096131253438113849 0.0083781988709877922 0.0023562864266622389 0.0068318162578910871 0.0059426848874733571 0.0056781434180133419 0.0053804713100336909 0.001797399747698909 0.00070481373648387203 0.0033004875342225507 0.0060212576495511658 0.0061805641589110488 0.00689195160047857 0.00055230779800425191 0.0029869151001900201 0.0056222916912799766 -0.0030525995592785688 0.0040763055868746016 0.0011842063036227863 0.0045506774827146403
leaf_weight=36 33 77 51 37 34 28 22 21 85 20 20 31 26 39 33 24 23 162 36 63 251 568 29 24 51 982 28 67 23 197
leaf_count=36 33 77 51 37 34 28 22 21 85 20 20 31 26 39 33 24 23 162 36 63 251 568 29 24 51 982 28 67 23 197
internal_value=0 0.00524916 0.00419676 0.00554831 0.00214128 0.000302204 0.00480708 0.00560847 0.00556897 0.00549327 0.00242056 0.00553729 0.0054922 0.00554347 0.00274316 0.00308807 0.00263734 0.00224286 0.0029179 0.00500351 0.00529427 0.00558732 0.00441885 0.00351399 0.00440249 0.00568296 -0.00106745 0.00561147 0.00371461 0.00544323
internal_weight=0 2756 610 2146 365 90 454 2110 2089 2004 156 1984 1953 1916 275 242 209 185 136 432 369 1890 143 104 80 1747 62 318 100 1179
internal_count=3121 2756 610 2146 365 90 454 2110 2089 2004 156 1984 1953 1916 275 242 209 185 136 432 369 1890 143 104 80 1747 62 318 100 1179
is_linear=0
shrinkage=0.00358424


Tree=280
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 4 4 0 457 15 158 4 0 12 47 3 1 4 15 10 3 160 48
split_gain=4037.54 671.942 414.733 332.334 231.254 211.077 126.703 125.501 113.36 110.287 99.5955 80.0703 89.1521 76.2797 86.491 72.667 71.75 55.1088 52.4776 69.4727 39.2365 38.897 37.5279 37.1987 34.7832 33.7069 35.1729 33.4534 62.8298 31.9271
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.092845000000000025 0.11474000000000002 0.14753000000000002 0.40945500000000007 0.033845000000000007 -0.11173999999999999 0.080930000000000016 -0.097454999999999986 0.080150000000000013 -0.55119499999999988 -0.079119999999999982 0.095780000000000018 0.090100000000000013 -0.010424999999999999 0.083345000000000016 -0.0070899999999999991 -0.41942499999999994 -0.38124499999999995 -0.097174999999999984 -0.054789999999999998 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 11 13 15 -5 24 12 -4 14 16 20 -1 23 -16 -20 29 -3 -14 -15 -6 -13 -27 28 -21 -7
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 25 22 17 18 -17 -18 -19 19 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.012067083613224474 0.011001497055949371 0.0043469213285960125 0.0052664058649317261 0.0097637812471421514 0.01187140719479223 0.011181724520422435 0.0059905152244720391 0.01370073380380522 0.006303242076890557 0.0052356587879553822 0.0047948847075848823 0.0019929125709881438 0.0033773583453588756 0.0098590963221384439 0.014370139532087879 0.0060736843362977971 0.0077043155793714152 0.011767691807857103 0.011485539991637678 0.0061323859431952343 0.0094678366057660748 0.0067721604758549147 0.00086615229752234858 0.0074640759265803824 0.0087584546768723851 0.001137298045309085 -0.0021755459361383601 0.010788584882507061 0.010354047949705455 0.0088532082568235863
leaf_weight=23 71 191 44 37 21 152 37 79 41 60 24 32 40 74 23 20 53 40 1173 20 196 33 69 44 56 25 30 323 60 30
leaf_count=23 71 191 44 37 21 152 37 79 41 60 24 32 40 74 23 20 53 40 1173 20 196 33 69 44 56 25 30 323 60 30
internal_value=0 0.00499981 0.00429196 0.0107046 0.0058726 0.010859 0.00243743 0.0111551 0.00956907 0.00696288 0.00846386 0.00188967 0.00278811 0.0110454 0.0111746 0.0099055 0.00902463 0.00967532 0.0112768 0.0112317 0.0101082 0.00470421 0.0017877 0.00896604 0.00960744 0.000309647 -0.000669708 0.0104928 0.00929863 0.0107979
internal_weight=0 673 602 2448 325 2351 277 1912 439 97 101 240 153 1833 1675 398 76 158 1599 1576 378 224 109 118 77 87 55 403 80 182
internal_count=3121 673 602 2448 325 2351 277 1912 439 97 101 240 153 1833 1675 398 76 158 1599 1576 378 224 109 118 77 87 55 403 80 182
is_linear=0
shrinkage=0.00206275


Tree=281
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 4 1 2 457 49 2 40 12 4 475 50 1 157 133 2 156 52 16 47
split_gain=5015.46 804.208 409.585 376.593 296.653 244.748 209.212 166.715 133.259 130.638 109.621 89.7934 88.5158 126.701 79.5177 74.2724 63.7722 53.5088 51.7291 66.0608 51.4731 49.7743 44.5068 44.504 42.7129 42.3937 38.8494 57.9897 43.3124 38.0986
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.13501500000000002 -0.062539999999999984 0.089625000000000024 0.090425000000000019 0.080930000000000016 -0.054984999999999992 -0.0091949999999999983 -0.078554999999999986 0.09141500000000001 -0.51843499999999987 -0.079029999999999975 0.041865000000000006 0.13075500000000004 -0.061169999999999995 -1.0000000180025095e-35 0.31358000000000003 1.0000000180025095e-35 0.039215000000000007 -0.067914999999999989 0.11518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 17 -8 -4 12 14 -9 18 16 20 -2 -14 -3 19 -1 -7 25 24 -20 -5 -6 27 -22 -29 -17
right_child=1 4 8 22 21 10 7 11 -10 -11 -12 -13 13 -15 -16 29 -18 -19 23 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.01372210119374135 0.0053440239950129824 0.0022311700104488841 0.0087979109033993162 0.0021527784542625899 -0.00038038883487055979 0.010861306684686153 0.00701922444433737 0.0068224727085047041 0.0040911013498172938 0.012530997978416555 0.0057871890252127103 0.0026970939446727868 0.0063238268040191935 0.0047203217878735255 0.0054517550340920503 0.0098136983139736778 0.0096454955658277896 -0.00063537356211739414 0.0067924458794190812 0.010292378928685205 0.0077112593104584261 0.0018003430585005467 0.0011901629520758763 0.0096761471063053772 0.0055074796863468492 -0.0033864060901491978 0.010407442352460931 0.010310269500959875 0.0082639886339704368 0.007480196811619033
leaf_weight=21 23 45 34 22 61 50 54 22 63 76 48 162 23 23 24 84 274 51 21 1131 155 26 24 305 38 24 47 83 70 37
leaf_count=21 23 45 34 22 61 50 54 22 63 76 48 162 23 23 24 84 274 51 21 1131 155 26 24 305 38 24 47 83 70 37
internal_value=0 0.00369336 0.00959932 0.00661947 0.00219414 0.00975851 0.00309599 0.00405908 0.00574091 0.0100704 0.00853316 0.00319035 0.0099664 0.00905275 0.00884041 0.00850021 0.00938826 0.000708319 0.0101642 0.0103549 0.00904121 -0.000519536 0.00339535 0.00949039 0.00427742 -0.00122915 0.00878486 0.00853726 0.00937406 0.00910015
internal_weight=0 673 2448 228 445 2351 334 238 97 1874 477 184 1798 320 429 144 297 96 1478 1152 405 111 84 326 60 85 355 308 153 121
internal_count=3121 673 2448 228 445 2351 334 238 97 1874 477 184 1798 320 429 144 297 96 1478 1152 405 111 84 326 60 85 355 308 153 121
is_linear=0
shrinkage=0.00191603


Tree=282
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 43 3 39 160 4 132 10 10 2 47 3 4 16 15 13 14 15 1 155 1 42 16 42
split_gain=304.758 86.2678 50.0394 45.9252 49.3872 38.3726 33.1975 32.9681 30.5136 29.8539 29.7927 29.0669 25.3768 22.6832 25.601 51.5531 21.292 20.852 28.9904 25.6362 23.0406 19.7715 18.4736 16.3215 24.287 15.6734 15.0368 18.5509 17.2747 14.0085
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 0.078320000000000015 -0.078139999999999973 0.11924500000000002 0.31370500000000007 -0.095049999999999982 -0.095524999999999985 0.089130000000000015 0.079055000000000014 0.033845000000000007 0.10365500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.11510000000000002 0.11518500000000002 -0.14477499999999996 -0.14723499999999998 0.13751500000000003 0.024640000000000006 0.090705000000000008 0.077685000000000018 -0.41942499999999994 0.13869000000000004 0.12509500000000004 0.083345000000000016 0.084755000000000011 -0.44310499999999992 -0.14148999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 8 13 9 -6 -4 -9 17 23 -2 15 16 -15 20 19 -19 21 -3 -22 -8 -25 -23 28 -28 -13 -20
right_child=6 11 3 -5 5 -7 12 10 -10 -11 -12 26 -14 14 -16 -17 -18 18 29 -21 22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00048843436514692229 0.00064728869593863375 0.0038870333198679887 0.0065636668403443888 0.0083349371488114898 0.0016766419501809259 0.0023978299310485908 0.0015049424893894268 -0.0002810573457554601 0.005643896673494647 0.0015340684672014025 0.0033309333199347626 0.0064703783325102092 0.0028623654324663882 0.0076506407909255024 0.00036349460755382291 0.002263538999128296 0.0036779896898673516 0.00048488487492209678 0.0071995742704146198 0.0051726791010012693 0.010321811460379927 0.0092184252777186039 0.0066185113738863911 0.00025164822859122287 -0.0048707696898042403 0.0056433308036307464 0.0016263895572027906 0.0046751174824085561 0.0044526987214562556 0.0056180754983529294
leaf_weight=26 56 36 34 30 24 63 20 56 256 22 48 70 28 37 34 122 26 23 66 31 31 23 30 22 20 35 37 58 153 1604
leaf_count=26 56 36 34 30 24 63 20 56 256 22 48 70 28 37 34 122 26 23 66 31 31 23 30 22 20 35 37 58 153 1604
internal_value=0 0.00524896 0.00406896 0.00429127 0.0040501 0.00477009 0.00197761 0.00250662 0.00530385 0.00458775 0.00138602 0.0055492 0.000204066 0.00255804 0.00304663 0.00353975 0.00601113 0.0057084 0.00560213 0.00317603 0.00689036 0.00584546 0.00850052 -0.000996456 -0.0021876 0.00706104 0.00460856 0.00348772 0.00508605 0.00568058
internal_weight=0 2756 559 533 503 343 365 160 280 56 104 2197 90 275 219 185 63 1879 1724 54 155 94 61 62 42 58 318 95 223 1670
internal_count=3121 2756 559 533 503 343 365 160 280 56 104 2197 90 275 219 185 63 1879 1724 54 155 94 61 62 42 58 318 95 223 1670
is_linear=0
shrinkage=0.00336426


Tree=283
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 15 4 47 4 1 2 47 0 2 14 15 2 47 4 1 160 150 3 0 15 4 160 0
split_gain=5244.89 618.907 606.891 345.01 327.433 271.408 201.418 185.017 162.719 125.515 125.357 102.519 97.6665 97.6631 95.0785 91.9153 83.2889 66.5401 63.1784 61.7224 59.719 51.6573 51.9426 80.0074 48.4565 64.6627 48.0126 41.8937 41.1257 38.7501
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.090285000000000018 0.024640000000000006 0.40945500000000007 0.081320000000000017 0.033845000000000007 0.12000500000000001 0.11704500000000001 0.090100000000000013 -0.062294999999999996 0.098035000000000011 0.076175000000000007 0.13592500000000005 0.31358000000000003 0.077555000000000013 -0.064054999999999987 0.10060500000000001 -0.011159999999999998 0.091105000000000005 -0.13927999999999999 -0.066089999999999996 0.013270000000000002 -0.008819999999999998 0.083670000000000008 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 12 8 16 9 13 21 17 -10 27 26 -15 19 29 24 -7 20 -1 22 -5 28 -8 -26 -3 -2 -24 -4
right_child=1 5 6 7 -6 18 10 -9 11 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010513312049662158 0.0097788546484136752 0.0036346751343352018 0.0081803662082170683 0.0041170575895880107 0.0042089194170207116 0.0020353776041895891 0.010510276340159205 0.010550152719886553 0.0047284935385774442 0.0082785238661331265 0.0079484712086982049 0.0019891687848035242 0.0051993341491770682 0.0082558574243147016 0.0042147623211157385 0.0076103629312555951 0.011919505507867797 0.0068770839105184124 -0.00057716647145094572 0.011877211394945252 0.0083404700134978148 0.0045349877766982837 0.0093913914701991737 0.0044374666921700315 0.0094975348889868166 0.0083673371016878464 0.0057387473012762667 0.0078337768896817317 0.0066152099712781139 0.0099544240566579664
leaf_weight=48 45 73 27 20 75 83 76 21 44 41 171 87 20 33 20 63 46 23 26 24 62 76 21 21 564 134 34 50 25 1068
leaf_count=48 45 73 27 20 75 83 76 21 44 41 171 87 20 33 20 63 46 23 26 24 62 76 21 21 564 134 34 50 25 1068
internal_value=0 0.00441292 0.00925503 0.00765406 0.00658628 0.00338057 0.00957538 0.00641671 0.00411786 0.00599121 0.00908469 0.00290925 0.00813673 0.00510742 0.00673092 0.00906728 0.00999167 0.00932847 0.0014122 0.00975225 0.00928862 0.00541587 0.00618537 0.00680278 0.00940131 0.00928056 0.00430326 0.00875513 0.0078826 0.00991068
internal_weight=0 590 2531 422 190 400 2109 225 291 204 968 131 115 160 53 197 1141 797 109 134 110 163 87 67 774 698 107 95 46 1095
internal_count=3121 590 2531 422 190 400 2109 225 291 204 968 131 115 160 53 197 1141 797 109 134 110 163 87 67 774 698 107 95 46 1095
is_linear=0
shrinkage=0.00146249


Tree=284
num_leaves=31
num_cat=0
split_feature=1 52 1 2 3 4 158 133 4 0 16 15 49 15 15 0 12 4 51 1 16 4 4 14 16 4 13 12 52 157
split_gain=296.766 70.9396 48.7321 35.3033 45.1003 28.3115 30.0675 28.2831 27.5115 25.4166 21.0897 29.5375 20.6604 23.8464 23.6557 19.9875 24.3137 25.8569 23.571 34.4335 20.8297 24.6216 19.7176 24.5375 34.3025 18.2857 18.1776 18.1056 17.4107 17.3671
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.10252500000000002 -0.020429999999999997 0.042705000000000007 0.077000000000000013 -1.0000000180025095e-35 0.26450500000000005 0.0059850000000000016 -0.25582999999999995 -0.048699999999999993 -0.032624999999999994 -0.30407999999999996 -0.41942499999999994 -0.079119999999999982 -0.085119999999999987 -0.49013999999999996 -0.22411499999999998 0.095695000000000016 -0.066924999999999985 -0.111605 -0.014149999999999998 -0.22253999999999999 -0.0048099999999999992 0.50996500000000011 -0.061684999999999997 0.092465000000000006 -0.081934999999999994 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 9 15 8 -5 10 -3 -7 -12 -4 14 -14 18 -17 27 -1 29 -19 28 -9 25 26 -24 -25 -18 -22 -20
right_child=1 2 12 7 -6 6 -8 22 -10 -11 11 -13 13 -15 -16 16 17 20 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0094263990098544959 0.0059342002540372484 0.0065103595477537983 -0.0017881857633096547 -0.00036117721828230875 0.0023839800893575647 0.0062597515084048313 0.0064206934426130416 0.0052206565976728216 0.00082877160921851815 0.0022710191741148692 0.0044531297006553802 -7.167962715208477e-05 0.0017407933796398402 0.0039911213609386629 -0.002274386519622763 0.0016547380190374183 0.0078799528982011358 0.0060101082581038969 0.0032817989698146173 0.0017047630670339667 -1.7375044657702282e-05 0.0050116775324601697 0.0064567125038375341 0.00095320347967573198 -0.0025793178464722007 0.0022136122547377086 0.0034845775238418258 0.0040806898008692652 0.0042216115517439371 0.0061831529162480999
leaf_weight=27 102 103 28 39 85 61 95 40 30 22 116 22 68 38 26 22 82 221 27 23 23 264 30 63 20 23 86 20 27 1288
leaf_count=27 102 103 28 39 85 61 95 40 30 22 116 22 68 38 26 22 82 221 27 23 23 264 30 63 20 23 86 20 27 1288
internal_value=0 0.00315237 0.0027295 0.0032694 0.00439604 0.00570995 0.00472735 0.00248337 0.00402486 0.00576424 0.00450669 0.00373178 0.00100521 0.00159775 0.000630212 0.00586725 0.0053552 0.005483 0.00611446 0.00604762 0.00516804 0.00457537 0.00290679 0.00248988 0.00182331 0.00461537 0.00241427 0.007135 0.00227168 0.00612358
internal_weight=0 773 671 511 210 2348 324 301 229 125 199 138 160 132 94 2024 659 637 1365 1338 535 314 262 222 169 53 149 102 50 1315
internal_count=3121 773 671 511 210 2348 324 301 229 125 199 138 160 132 94 2024 659 637 1365 1338 535 314 262 222 169 53 149 102 50 1315
is_linear=0
shrinkage=0.00358026


Tree=285
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 159 2 2 150 0 1 2 4 132 4 43 0 4 0 3 15 12 15 47 1 15 157
split_gain=3768.91 639.198 406.465 364.755 220.918 192.683 155.211 118.673 107.958 89.1723 86.0661 81.9605 75.7203 116.828 74.5621 99.4107 78.8626 67.3169 51.0122 49.1047 49.0718 74.5816 54.5684 45.948 43.5775 42.3918 39.8283 39.6841 39.0815 36.316
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.080389999999999989 0.088725000000000012 0.099185000000000009 -0.0060199999999999993 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 0.14285500000000004 1.0000000180025095e-35 -0.10474999999999998 0.085345000000000018 0.14753000000000002 0.40945500000000007 0.08764000000000001 0.0067750000000000006 -0.080324999999999994 -0.15202999999999997 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.41942499999999994 0.095780000000000018 -0.097454999999999986 0.090100000000000013 0.11588000000000001 -0.03241999999999999 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 26 7 -1 12 -4 27 11 24 13 19 15 -10 23 20 -8 -5 -14 -22 -23 -16 -7 -15 -3 -6 -21 -24
right_child=1 2 8 5 9 10 18 -9 14 -11 -12 -13 17 25 16 -17 -18 -19 -20 28 21 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011238724205878514 0.011826110968417517 0.0058303296142070572 0.007799266914512471 0.014556480775528799 0.011855670905956036 0.011803196230691124 0.0073303973421330439 0.01442099775261115 0.0066464852432283833 0.0063617534568372932 0.0079044354882720786 0.0078231461702401809 0.015055159002309238 0.010870946232314218 0.0035005828618056129 0.0033635134471242021 0.0055420699019419969 0.010483691745292243 0.0035767375991909317 0.012566028734072759 0.012329308881318392 0.0084670718849189138 0.013373340496320555 0.00015118644728600664 0.010516436998473469 0.0075569730059694661 0.0081404972241066985 0.0090387986905450246 0.0094755908855953565 0.011179981754979348
leaf_weight=35 74 191 26 23 44 196 43 77 52 24 39 30 22 22 23 105 21 94 20 36 1275 25 33 47 201 43 33 33 27 207
leaf_count=35 74 191 26 23 44 196 43 77 52 24 39 30 22 22 23 105 21 94 20 36 1275 25 33 47 201 43 33 33 27 207
internal_value=0 0.00644211 0.00577698 0.0116306 0.00724567 0.0117836 0.00796018 0.0120602 0.00403493 0.00962982 0.0106657 0.0109179 0.0119596 0.0106432 0.00364028 0.00445087 0.00224179 0.0120796 0.00613876 0.0121281 0.0121756 0.0121345 0.0111972 0.0012517 0.0111517 0.00867863 0.00617067 0.0106484 0.0112416 0.0114816
internal_weight=0 673 599 2448 325 2350 98 1884 274 101 466 427 1807 151 248 157 91 1656 63 86 1562 1540 265 70 397 65 224 77 63 240
internal_count=3121 673 599 2448 325 2350 98 1884 274 101 466 427 1807 151 248 157 91 1656 63 86 1562 1540 265 70 397 65 224 77 63 240
is_linear=0
shrinkage=0.00194177


Tree=286
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 44 16 475 1 47 376 9 4 2 15 0 16 402 12 41 3 1 16 159 13 34 2 15 15 16 42
split_gain=284.889 81.0359 43.2982 44.1139 35.2395 38.1649 41.1902 33.7134 30.525 32.811 25.311 33.4378 24.4413 23.3121 22.6063 25.6753 20.0321 17.6095 31.149 18.3072 18.0185 17.7455 16.9282 28.0849 16.3841 21.5182 19.5821 20.5757 15.8764 15.7156
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.080549999999999983 0.081805000000000017 0.15273500000000004 -0.081364999999999979 0.094715000000000008 0.085505000000000012 0.080200000000000007 0.081890000000000004 0.40124500000000002 0.31358000000000003 0.13592500000000005 -0.0058249999999999994 -0.039889999999999988 0.09388500000000001 0.086305000000000007 0.077565000000000009 -0.14847999999999997 0.088305000000000008 -0.072359999999999994 0.11389500000000001 -0.13710499999999998 -0.038779999999999995 0.13622000000000004 -1.0000000180025095e-35 -0.45963999999999994 0.55700000000000005 -0.035074999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 14 12 -10 11 13 16 17 15 -8 24 20 19 28 22 -21 23 -3 -2 26 27 -26 -19 -9
right_child=8 10 3 4 -6 -7 7 29 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0001258328648308714 -0.00012730356701954058 0.0086407335160752444 0.0076926186308492496 -0.00012036984734431864 0.0072428151639096078 0.0050956102856956065 0.0039736345343398269 0.0050127164399991651 0.0039037325281312866 -0.00029271019555781344 0.0075898444944952764 0.0014377945096211583 -0.0014954431431397051 0.0026387554058017607 0.0014973660568703754 0.0070208386098098005 -0.0013968347421426349 0.0079099742829378296 0.0014242648233417513 0.0049955557900940532 0.0025862293128776437 0.004329468273240631 0.0027143136322112346 0.005371701855923788 0.0044062265560009077 0.00103719566439819 0.0057684202758585615 0.0010946788435517963 0.0051522109402646352 0.0022801549397106764
leaf_weight=28 35 25 24 36 22 92 77 21 85 21 29 27 28 44 20 37 20 29 26 726 21 720 20 476 28 85 20 43 54 202
leaf_count=28 35 25 24 36 22 92 77 21 85 21 29 27 28 44 20 37 20 29 26 726 21 720 20 476 28 85 20 43 54 202
internal_value=0 0.00453979 0.0035178 0.00370993 0.0035214 0.0033526 0.00294456 0.00325363 0.00171337 0.00307236 0.00479982 0.0047625 0.00115718 0.00480443 0.00444543 0.00496264 0.00147872 0.00484987 0.00468722 0.00474271 0.0053165 0.00466389 0.00542655 0.00553483 0.00175128 0.00212486 0.00314081 0.00240064 0.00611577 0.00253748
internal_weight=0 2756 559 531 507 485 393 357 365 106 2197 2168 259 2141 134 114 231 2097 1555 1529 542 1446 521 501 211 176 91 71 83 223
internal_count=3121 2756 559 531 507 485 393 357 365 106 2197 2168 259 2141 134 114 231 2097 1555 1529 542 1446 521 501 211 176 91 71 83 223
is_linear=0
shrinkage=0.00300634


Tree=287
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 3 3 2 124 4 14 4 1 15 12 2 34 1 4 1 0 2 16 49 12 123 3 47 52
split_gain=3727.09 627.655 418.854 335.635 209.552 183.371 112.174 143.863 111.531 106.5 92.7654 83.996 76.2962 142.621 94.0484 73.3117 65.3213 94.9361 63.5399 51.0263 49.469 56.6746 44.735 44.629 40.644 37.9028 37.5441 36.2188 35.9099 34.5603
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.30112000000000005 0.12745000000000004 0.14285500000000004 -0.080389999999999989 0.40473500000000007 0.062655000000000016 -0.013125 0.086455000000000018 -0.17952999999999997 -0.42850999999999995 0.13404500000000005 -1.0000000180025095e-35 0.086920000000000011 0.0067750000000000006 0.075045000000000014 -0.046359999999999991 0.15950500000000004 0.15273500000000004 -0.08130999999999998 0.095780000000000018 0.084880000000000025 -0.016324999999999996 0.090100000000000013 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 11 7 16 12 24 -6 18 20 25 -15 -8 17 -4 29 -20 21 -7 -17 -23 -5 -14 -26 -18 -3 -1
right_child=1 2 6 9 10 8 15 -9 -10 -11 -12 -13 13 14 -16 22 27 -19 19 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.010885280357082004 0.010297893454471629 0.0045395567834076115 0.0015575370803087866 0.0072637525530048061 0.0093452522898871612 0.010255121877187461 0.0031937751453812212 0.0069040253773553027 0.0064104946445085421 0.0097868402638627474 0.0053526067523220209 0.012834213836316798 0.010056086346784001 0.0088980351782646586 0.0033084673418766028 0.0010284204520566017 0.0022283224387580759 0.0057260381993656717 0.01019529805625205 0.0081647774192554375 0.01134112557160764 0.0061286388182447563 -0.0023893022738980885 0.0094721692346280886 0.0060693602205819687 0.008720752681522807 0.002510746685622945 -0.00085060258278931062 0.0066901300791472728 0.0087409224398544913
leaf_weight=1001 74 191 36 26 71 263 34 37 39 28 30 62 187 20 24 35 45 44 372 51 111 23 23 39 21 131 22 20 33 28
leaf_count=1001 74 191 36 26 71 263 34 37 39 28 30 62 187 20 24 35 45 44 372 51 111 23 23 39 21 131 22 20 33 28
internal_value=0 0.00506734 0.00442117 0.0101258 0.00588283 0.010269 0.00268744 0.00355345 0.0095539 0.00665549 0.00815932 0.0106643 0.00970753 0.00906152 0.00584918 0.00097423 0.00269848 0.00385021 0.0105716 0.00995048 0.0102439 0.00986914 -0.000326883 0.00823183 0.00538479 0.009506 0.00424867 0.00128096 0.00485638 0.0108269
internal_weight=0 673 599 2448 325 2351 274 182 837 97 101 1514 798 362 44 92 145 80 1452 423 436 325 58 62 69 318 43 65 224 1029
internal_count=3121 673 599 2448 325 2351 274 182 837 97 101 1514 798 362 44 92 145 80 1452 423 436 325 58 62 69 318 43 65 224 1029
is_linear=0
shrinkage=0.00190369


Tree=288
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 2 1 1 2 150 49 2 2 40 475 1 12 11 1 157 16 47 156 52 13
split_gain=3394.81 557.822 268.672 247.587 224.174 182.356 174.632 130.908 119.679 115.859 94.5461 90.995 63.3357 86.6191 56.9708 56.0535 47.1644 45.6017 44.0263 39.3708 37.1597 35.283 50.9455 30.6148 29.683 30.2187 29.3499 25.3451 36.6419 25.3056
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.099185000000000009 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.054984999999999992 0.31358000000000003 -0.0091949999999999983 -0.077714999999999992 -0.079029999999999975 0.13436000000000001 0.09141500000000001 0.077415000000000012 0.13075500000000004 -0.069619999999999987 0.19444000000000003 0.11518500000000002 1.0000000180025095e-35 0.039215000000000007 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 5 18 9 -7 -9 12 14 -4 21 17 19 -2 -6 -14 -3 -8 -10 22 -1 29 -23 -26 -17 28 -21 -5
right_child=1 4 11 23 16 7 10 8 20 -11 -12 -13 13 -15 -16 26 -18 -19 -20 27 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0090719394041068931 0.0049349540725644797 0.0022785459408389045 0.0079092740016225276 0.0051302889423607244 0.00067930998316024377 0.0078793001285592506 0.0095684481734962488 0.007216521557134311 0.003269019691776578 0.011226432259621145 0.0047981093990690574 0.004005846004760504 0.0057183642733064912 0.0045921328235608424 0.0052042412360221602 0.0087178347132566229 -0.002288633999097981 0.0085373376741240473 -0.00034318363847096831 0.0069275118902232041 0.00060158644392953179 0.0061478480518814584 0.011962790361863779 0.001647351391212357 0.0087657694115486576 0.0067936064193246026 0.0066660382543285894 0.0091308432311046211 0.0082761078343775475 0.0025388445591482552
leaf_weight=1130 25 45 34 38 83 29 54 28 158 76 41 63 23 25 28 85 26 274 50 150 22 20 23 25 281 32 37 46 148 22
leaf_count=1130 25 45 34 38 83 29 54 28 158 76 41 63 23 25 28 85 26 274 50 150 22 20 23 25 281 32 37 46 148 22
internal_value=0 0.00363385 0.00851028 0.00604751 0.00236407 0.00314963 0.00863968 0.00405191 0.00351828 0.0089006 0.00758704 0.00537406 0.00880283 0.00802968 0.00785546 0.00755805 -2.864e-05 0.00831903 0.000898688 0.00804197 0.002943 0.00897037 0.00912961 0.00343517 0.00841902 0.00856414 0.00809557 0.00780235 0.00759728 0.00418009
internal_weight=0 673 2448 232 441 332 2351 237 208 1884 467 97 1808 322 426 147 109 297 95 398 180 1486 1153 85 333 313 122 344 298 60
internal_count=3121 673 2448 232 441 332 2351 237 208 1884 467 97 1808 322 426 147 109 297 95 398 180 1486 1153 85 333 313 122 344 298 60
is_linear=0
shrinkage=0.00192292


Tree=289
num_leaves=31
num_cat=0
split_feature=1 52 3 148 1456 2 9 10 4 1 16 15 13 10 133 13 2 51 151 124 402 156 50 151 13 0 1429 43 4 4
split_gain=329.658 78.0281 51.8141 44.2991 37.7328 33.0398 42.5791 29.2283 29.2272 28.5371 28.4558 28.2173 27.2382 27.1669 25.9525 23.4427 20.8961 20.6884 23.5626 17.5119 16.5854 16.6529 21.3579 18.6146 27.1678 18.5822 22.3378 22.2289 30.8955 28.4803
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 -0.10069499999999999 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 0.069930000000000006 0.042705000000000007 0.083345000000000016 -0.44310499999999992 -0.093244999999999981 -0.47860499999999995 -0.0087699999999999983 -1.0000000180025095e-35 -0.015874999999999997 0.13913500000000004 0.067785000000000012 0.061780000000000009 1.0000000180025095e-35 0.089785000000000018 -0.077649999999999983 -0.14320999999999998 0.050660000000000004 -0.07692499999999998 -0.077429999999999985 0.086185000000000012 -0.12152999999999999 -0.49405499999999997 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 6 13 -8 16 10 -10 -11 -4 -6 -7 19 20 18 -17 -16 21 -1 -23 25 -25 26 -24 29 -29 -27
right_child=1 2 12 4 5 14 7 -9 9 11 -12 -13 -14 -15 15 17 -18 -19 -20 -21 -22 22 23 24 -26 27 -28 28 -30 -31
leaf_value=0.00614958953417203 0.0049720925476593267 -0.0016931071476367692 0.0014006810277551805 0.0060048800415473443 0.0032803821830127101 -0.0001323347920815948 0.0049424078717243943 0.0018076408712244128 0.0058143568897562068 0.0037366114313104595 0.0037498300463392926 -0.00025351015680226841 -0.0019099661308627652 -0.00045428098910686216 0.0018364691909689599 0.0031028178905032895 0.0019627052567035837 0.0051285496527105701 -0.00030238584549940461 -0.001078429479019091 0.0057247195481058121 0.0075842091765240989 0.0050687877579227323 0.0045399656801694355 0.00040417006175397571 0.00029775048978713294 0.0020411266128281483 0.0063376322878803647 0.0041965147082731252 0.0044142957271717286
leaf_weight=81 102 20 58 28 34 44 118 32 83 40 177 24 33 32 103 95 20 32 21 21 210 23 1152 41 20 25 21 69 329 33
leaf_count=81 102 20 58 28 34 44 118 32 83 40 177 24 33 32 103 95 20 32 21 21 210 23 1152 41 20 25 21 69 329 33
internal_value=0 0.00260142 0.00224105 0.00256127 0.00271321 0.00253997 0.00341687 0.00427366 0.00479177 0.00398053 0.00440889 0.00224032 0.000200117 0.00146964 0.00194056 0.00227588 0.00492164 0.00305764 0.00248636 0.00134282 0.00495117 0.00486062 0.00479967 0.00476177 0.00318397 0.00482085 0.00501458 0.00432251 0.00456771 0.00263992
internal_weight=0 773 671 580 560 532 216 150 2348 324 260 64 91 66 316 272 2024 148 116 124 2004 1794 1713 1690 61 1629 1173 456 398 58
internal_count=3121 773 671 580 560 532 216 150 2348 324 260 64 91 66 316 272 2024 148 116 124 2004 1794 1713 1690 61 1629 1173 456 398 58
is_linear=0
shrinkage=0.0029092


Tree=290
num_leaves=31
num_cat=0
split_feature=1 12 15 1 3 132 1375 4 10 376 130 10 3 3 2 0 14 15 15 4 15 16 15 1 132 52 160 1447 13 51
split_gain=268.798 77.282 42.3906 38.1448 27.8928 24.8837 23.7359 23.0179 20.6362 21.6566 20.9477 24.9849 20.1022 19.4161 24.8096 22.7439 17.9208 29.7427 16.7703 17.8622 33.9822 15.7041 15.6451 19.169 15.4866 24.712 14.8971 14.2843 14.2513 13.7051
threshold=0.11829500000000003 0.051320000000000005 0.024640000000000006 0.08864000000000001 0.31370500000000007 0.10365500000000001 -0.096099999999999977 0.053180000000000012 -0.079859999999999987 0.11430500000000002 -0.0060099999999999989 1.0000000180025095e-35 -0.11171999999999999 -0.13309499999999996 0.081685000000000021 -0.063634999999999983 -0.23083499999999998 -0.24436499999999997 -0.11713499999999999 -0.064054999999999987 -0.03241999999999999 -0.029084999999999996 -0.41942499999999994 0.13869000000000004 0.066910000000000011 -1.0000000180025095e-35 -0.013904999999999999 -0.075484999999999983 0.054800000000000008 0.13995500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 8 22 -5 13 -2 10 -10 -12 -8 14 -3 29 -14 -18 -1 -20 21 -21 -6 -24 25 -16 -17 -9 -29 -15
right_child=4 7 -4 6 5 -7 12 27 9 -11 11 -13 16 15 24 26 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0064487718489230766 -0.0002358651842609856 0.0085605356359449384 0.0058596036320440643 -0.00066403707456064848 0.001247755019636407 0.0025215150823044161 0.00022379847245512712 0.0063498764857573362 -0.00037159870050976684 -0.00071584036340793594 0.0034288259622273654 0.00029642494941783227 0.0052359457031240595 0.0048813138850034663 0.0055703919243680492 0.0012547477096047773 -0.00097098393694686495 0.0030046891789881022 0.0051334383243007301 0.0026731334726928097 -0.00032194703654620259 0.0058530855802756566 -9.6611281609894936e-05 -0.0043211866652483081 0.0074158819418288354 0.0021996563328014846 0.0039830920613298151 0.0038988379486904396 0.0013248859709175129 0.0030066749390955292
leaf_weight=29 33 27 61 22 20 28 29 21 20 20 173 29 30 1542 99 23 20 223 61 33 23 28 22 20 28 27 129 239 23 39
leaf_count=29 33 27 61 22 20 28 29 21 20 20 173 29 30 1542 99 23 20 223 61 33 23 28 22 20 28 27 129 239 23 39
internal_value=0 0.00443907 0.00340227 0.00310127 0.00158701 7.78705e-05 0.00246786 0.00470287 0.00208091 0.00239684 0.00267726 0.00297912 0.00269601 0.00482579 0.00579911 0.00472413 0.00295862 0.00267747 0.00428074 0.00384714 0.00291304 0.00413278 -0.00102571 -0.00210831 0.00531496 0.00484809 0.00357025 0.00387153 0.00367288 0.00483507
internal_weight=0 2756 559 498 365 90 324 2197 275 242 222 202 302 1914 181 1733 273 243 174 145 84 61 62 42 154 126 152 283 262 1581
internal_count=3121 2756 559 498 365 90 324 2197 275 242 222 202 302 1914 181 1733 273 243 174 145 84 61 62 42 154 126 152 283 262 1581
is_linear=0
shrinkage=0.00312309


Tree=291
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 1 2 4 13 1 2 150 39 12 4 16 2 3 47 157 43 12 4 4 16 2
split_gain=4395.3 738.398 489.092 372.497 250.832 222.983 135.171 123.68 128.38 115.847 112.292 101.864 82.0167 69.6739 101.878 66.9958 66.5293 49.2205 67.6062 47.1344 46.8533 46.6571 45.6102 38.6912 36.2102 35.7711 34.5384 33.6861 32.6048 28.0978
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.077845000000000011 0.14122000000000004 0.40473500000000007 -0.47860499999999995 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.089200000000000015 0.09141500000000001 -0.51843499999999987 -0.11676499999999999 -0.0091949999999999983 -0.14847999999999997 0.090100000000000013 -0.069619999999999987 -0.080324999999999994 0.095175000000000023 -0.0070899999999999991 -0.036839999999999991 0.19444000000000003 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 22 6 13 8 16 -5 15 26 -9 17 20 21 19 18 -1 -4 -15 -7 -3 -19 -11 -23 -6 -2 -25 -20
right_child=1 2 7 9 11 10 -8 12 -10 24 -12 -13 -14 14 -16 -17 -18 23 29 -21 -22 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.011045369591598651 0.0088022824184860564 0.0034682250631095039 0.0019485080265391975 0.0077153413182684677 0.0088749597470261874 0.0087577576424522248 0.010186969004592159 0.0017007660247094825 0.0045963548910047478 0.004953170121283333 0.0050010826842376037 0.0042347447577112812 -0.0011093179578485512 0.0059481236318492869 0.0049120014685074395 0.0053378473447907009 0.0012663853987967036 0.0059958407736753969 0.0086382470964902532 0.0049170637621859447 0.0080541911751396897 0.0079239558526401598 0.005272672802847011 0.0081835211971595899 0.0026901410641409938 0.006994604613592601 0.006709008310440339 0.0067595381633218654 0.0066736212028959824 0.0081660097898167451
leaf_weight=21 50 191 22 28 21 60 76 54 50 49 41 30 34 23 25 28 93 20 750 21 274 148 33 281 20 190 50 24 32 382
leaf_count=21 50 191 22 28 21 60 76 54 50 49 41 30 34 23 25 28 93 20 750 21 274 148 33 281 20 190 50 24 32 382
internal_value=0 0.00391602 0.00339422 0.00800571 0.00457014 0.00811801 0.00833533 0.00199942 0.00265439 0.00528389 0.00724131 0.00642442 0.000615052 0.0082575 0.0076598 0.00745691 0.00194044 0.00838701 0.00852563 0.00339827 0.0078911 0.00760599 0.00373406 0.00790703 0.00429722 0.00740154 0.00734964 0.00813977 0.00802915 0.00847889
internal_weight=0 673 599 2448 325 2351 1884 274 186 97 467 101 88 1808 322 426 136 1486 1153 43 297 398 224 333 69 338 71 74 313 1132
internal_count=3121 673 599 2448 325 2351 1884 274 186 97 467 101 88 1808 322 426 136 1486 1153 43 297 398 224 333 69 338 71 74 313 1132
is_linear=0
shrinkage=0.0014173


Tree=292
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 51 3 0 10 16 2 4 48 15 13 43 483 4 160 151 3 3 49 475 15 48 52 43 10 151
split_gain=271.789 65.0888 48.786 38.6832 26.8186 24.8619 23.868 20.99 25.672 21.3025 18.4419 18.3074 17.9287 22.8097 29.9807 19.9421 18.5729 18.2081 22.7693 18.8653 22.6183 17.409 17.2865 18.8833 18.3263 21.851 27.7473 21.9495 19.947 16.6194
threshold=0.10124500000000002 -0.37944499999999992 0.13707500000000003 0.088105000000000003 0.18019500000000002 0.10411500000000001 0.090900000000000009 -0.10474999999999998 -0.062879999999999978 -0.43320999999999993 0.11982500000000001 -0.15289999999999995 -0.080024999999999985 -0.026084999999999994 -1.0000000180025095e-35 -0.013199999999999998 0.085510000000000017 0.51303500000000013 -0.061914999999999991 -0.033849999999999991 0.13524500000000003 -0.14847999999999997 0.11560500000000001 0.068270000000000011 -0.15026499999999995 0.093265000000000015 0.14295500000000003 0.0034250000000000005 -0.015579999999999998 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 6 10 22 9 -9 -4 21 -8 -3 15 -15 16 -14 18 -17 -20 -21 -5 23 24 -1 27 -27 28 -26 -13
right_child=1 2 7 5 -6 -7 11 8 -10 -11 -12 29 13 14 -16 17 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0070506608107994374 0.0055802699000399658 0.0051284235788459781 0.00051245555335312752 0.0012874454563459514 0.0017531461758333879 0.0069944497717105347 0.0051498794465742442 -0.0031471596439389153 0.00080253875415583424 0.0053796800087214051 0.00058540616078378181 0.0048485128888350769 0.00098581906888232625 0.0024878360806692276 -0.0031995519426556082 0.0072732906372767487 0.0046008746161212933 0.00036998484275380691 0.0014851193759486264 0.0073844592286576739 0.002638030881102052 0.0046922209271160831 0.0039555429825735306 0.0082309338442560949 0.002066041019757537 0.0046181256284016292 0.00049120325489207561 0.004558948078202521 0.0055679547429026777 0.0011115141353396994
leaf_weight=70 88 24 24 22 28 32 54 26 86 20 21 22 125 23 22 20 20 21 43 21 29 106 116 27 20 112 24 356 1477 42
leaf_count=70 88 24 24 22 28 32 54 26 86 20 21 22 125 23 22 20 20 21 43 21 29 106 116 27 20 112 24 356 1477 42
internal_value=0 0.0027604 0.00239814 0.00290292 0.00514155 0.00420892 0.00518244 0.00068644 -0.000114356 0.00272483 0.00361069 0.00365631 0.00222365 0.00200848 -0.000292665 0.00237963 0.00148445 0.0033483 0.00390179 0.00317674 0.00463153 0.00410703 0.00526422 0.005337 0.00529905 0.0052374 0.00388985 0.00533631 0.00552117 0.00239611
internal_weight=0 773 685 529 2348 181 2320 156 112 44 149 118 348 324 45 279 145 134 113 93 50 128 2202 2086 2059 1989 136 1853 1497 64
internal_count=3121 773 685 529 2348 181 2320 156 112 44 149 118 348 324 45 279 145 134 113 93 50 128 2202 2086 2059 1989 136 1853 1497 64
is_linear=0
shrinkage=0.00348306


Tree=293
num_leaves=31
num_cat=0
split_feature=1 12 3 1 2 15 3 12 47 4 0 2 4 39 0 0 4 15 15 12 2 11 15 52 48 4 3 47 0 49
split_gain=2364.28 305.499 300.74 181.811 135.687 133.094 111.699 102.774 98.8082 70.5328 71.2577 88.2242 67.2402 65.7062 62.3228 57.3701 50.9231 78.5751 50.7668 50.2934 41.0878 40.2451 59.8906 44.4964 39.5281 38.841 36.3396 35.2282 34.6507 34.523
threshold=0.10920500000000001 0.051320000000000005 -0.053259999999999995 0.08864000000000001 0.11411 0.050935000000000008 0.31534000000000006 0.095330000000000012 0.090100000000000013 -0.17966999999999997 -0.068944999999999992 0.092235000000000025 0.061775000000000004 0.087880000000000014 -0.036484999999999997 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 0.13592500000000005 -0.42850999999999995 0.099185000000000009 1.0000000180025095e-35 0.040760000000000005 -1.0000000180025095e-35 0.11553500000000001 0.015030000000000002 -0.14477499999999996 0.089640000000000011 -0.13027499999999997 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 15 14 9 8 21 13 -5 11 29 -10 -4 27 -1 20 -18 25 -8 -17 28 23 -23 -14 -9 -6 -2 -3 -11
right_child=2 7 6 5 26 -7 19 18 12 10 -12 -13 24 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0105858104939217 0.0093521731638224886 0.0063614138016334556 0.0039482448939302511 0.0081471359517941207 0.0048392087368995451 0.0098771349737801512 0.0029189428500124011 0.0079447747653194623 0.0080063738124980348 0.0056995764450776167 0.002645675888745033 0.0043751723684648785 0.0061682973466981759 0.0019675653671199951 0.0046424612975519367 0.009515749532596077 0.0076525984002906175 0.0041087409582072467 0.0053248580699520858 0.00019215021129409353 0.006506139277492125 0.0093806064694957614 0.011036065315871119 0.0061588883597182599 0.0029505943144046598 0.0067780509290951037 0.0021782990396037242 0.0069152276917326611 0.008401797649032882 0.0083848091758967642
leaf_weight=22 30 27 101 23 44 21 35 395 21 30 38 107 20 113 26 52 76 27 31 56 20 43 46 20 31 118 26 51 1440 31
leaf_count=22 30 27 101 23 44 21 35 395 21 30 38 107 20 113 26 52 76 27 31 56 20 43 46 20 31 118 26 51 1440 31
internal_value=0 0.00792847 0.00386373 0.00658784 0.00578252 0.0055776 0.00296286 0.00821114 0.00351075 0.00518332 0.00485241 0.00535155 0.005319 0.00290237 0.00704622 0.00786986 0.00752843 0.00672363 0.0075424 0.00124092 0.00867975 0.00844197 0.0094881 0.00835784 0.00421244 0.00767641 0.00385087 0.0078178 0.00836424 0.0070642
internal_weight=0 2567 554 447 177 250 377 2120 286 229 206 168 72 214 107 197 175 103 544 91 72 1576 109 63 51 513 70 81 1467 61
internal_count=3121 2567 554 447 177 250 377 2120 286 229 206 168 72 214 107 197 175 103 544 91 72 1576 109 63 51 513 70 81 1467 61
is_linear=0
shrinkage=0.00178445


Tree=294
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 4 2 14 2 4 1 52 49 15 15 160 0 1 40 16 16 159 42 3 51
split_gain=3666.39 623.147 315.359 243.267 204.842 203.284 154.915 153.964 128.665 121.603 141.333 110.853 101.984 67.5342 60.4137 80.9781 57.5294 56.9496 48.4207 48.3925 48.2704 45.2434 40.8425 38.5878 38.5801 64.0043 67.7022 63.2774 41.8382 38.3328
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 -0.062539999999999984 0.13754500000000003 0.062655000000000016 0.094835000000000017 -0.013125 0.093100000000000002 -0.52606999999999993 -0.054984999999999992 -0.059484999999999989 -0.069954999999999989 0.030480000000000004 -0.059114999999999994 0.11414000000000001 -0.078554999999999986 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 0.086555000000000007 0.084940000000000015 -0.019375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 16 6 7 23 12 13 -8 -11 14 24 -1 20 -16 -2 -18 -15 21 -9 -6 -12 -3 28 26 -26 -27 -4 -22
right_child=1 4 5 -5 19 -7 9 11 -10 10 22 -13 -14 18 15 -17 17 -19 -20 -21 29 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.01299148781725799 0.01229304590855124 0.0045527712143657315 0.012156946987628771 0.0059646547833580926 0.0038760341677455392 0.0058693040552900595 0.010127241120353759 0.011345659143762416 0.0064305830817854874 0.0099964993347641459 0.0060006547078270576 0.0075003002651354827 0.014699581421459475 0.010665473081669952 0.010745380521021027 0.0065898149036152506 0.0064856868146537256 0.010299055924869628 0.006621641165908714 -0.00074833869996855889 0.015596137825450785 0.00086142828728243137 0.0040423521104789358 0.0019413772435193548 0.010853405734307969 0.013330525739544725 0.0062759361030252135 0.0098634459977637 0.0098428483121436525 0.012229184507774776
leaf_weight=26 45 45 1131 84 58 26 30 414 69 28 91 37 60 29 350 21 21 78 22 20 20 33 89 51 43 61 20 35 34 50
leaf_count=26 45 45 1131 84 58 26 30 414 69 28 91 37 60 29 350 21 21 78 22 20 20 33 89 51 43 61 20 35 34 50
internal_value=0 0.00598135 0.0113983 0.00874449 0.00456563 0.0115841 0.00536956 0.0116494 0.00846893 0.00625861 0.00570063 0.0109835 0.0120786 0.0102955 0.0111342 0.0105102 0.0103661 0.00949016 0.00892108 0.00214658 0.0116126 0.00278283 0.00503238 0.00316547 0.0119598 0.01101 0.00940024 0.0120665 0.0120894 0.0131912
internal_weight=0 673 2448 228 445 2302 334 2276 146 238 208 892 1384 77 855 371 144 99 51 111 484 91 180 96 1324 159 63 96 1165 70
internal_count=3121 673 2448 228 445 2302 334 2276 146 238 208 892 1384 77 855 371 144 99 51 111 484 91 180 96 1324 159 63 96 1165 70
is_linear=0
shrinkage=0.00205543


Tree=295
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 0 150 4 49 15 1 0 4 50 1 1 47 475 2 1 47 3 160
split_gain=7178.53 1137.08 594.486 544.133 406.821 377.657 268.834 210.863 186.773 181.221 149.088 121.515 114.154 109.076 100.937 92.5084 92.4384 74.6122 73.0858 96.9949 71.8942 68.8953 65.8767 59.7987 53.8058 53.7945 52.2943 49.2696 47.2668 76.5559
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.033845000000000007 -0.11173999999999999 1.0000000180025095e-35 -0.062539999999999984 -0.054984999999999992 -0.097454999999999986 0.083345000000000016 -0.079119999999999982 -0.55119499999999988 0.041865000000000006 0.12000500000000001 0.13075500000000004 0.093140000000000014 -0.079029999999999975 0.31358000000000003 0.12958500000000003 0.097480000000000011 -0.097174999999999984 -0.016279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 21 11 26 -4 13 12 16 24 -10 -2 -1 -13 -14 -20 25 -3 -5 -19 -7 -6 -8 -17 29 -21
right_child=1 4 9 22 20 10 8 -9 14 -11 -12 17 18 -15 -16 27 -18 23 19 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010305471271487931 0.005568411214053613 0.0031407783024280695 0.0083861058095737427 0.0044152272911231749 0.00027279134805218309 0.0099609380119773227 0.0076093837262943501 0.011967001680242326 0.0063759389563339047 0.0042777065081446557 0.0055741870875490231 0.0089968862465891423 0.0099056012516402 0.0057015554780623402 0.0031020970314436479 0.0095555158617752784 0.0068525706701127037 0.0049324467828034558 0.012134611144043975 0.0056185764670205205 0.0022823958717389293 0.00051963626041163211 0.0016038630822891432 0.0081559110666421016 0.0084211084433034392 -0.0022617570938000139 0.0046868320552703674 0.0077201436116444656 0.0092861666537251124 0.0088797596045712412
leaf_weight=23 23 30 34 60 61 54 34 76 22 63 41 101 1169 28 162 65 52 20 22 20 26 66 24 29 344 24 20 56 315 57
leaf_count=23 23 30 34 60 61 54 34 76 22 63 41 101 1169 28 162 65 52 20 22 20 26 66 24 29 344 24 20 56 315 57
internal_value=0 0.00390847 0.00919711 0.00651279 0.00257413 0.00934067 0.00336463 0.00962685 0.00418179 0.00571776 0.00818616 0.00952848 0.00964031 0.00843755 0.00349353 0.00820493 0.00791146 0.00829237 0.00972222 0.0092044 0.000195499 0.00133874 0.00361198 0.00684021 0.00863003 -0.000442846 0.00652696 0.00870609 0.00903995 0.0080327
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 1808 1658 426 184 144 75 150 1583 414 111 96 84 49 398 85 54 121 392 77
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 1808 1658 426 184 144 75 150 1583 414 111 96 84 49 398 85 54 121 392 77
is_linear=0
shrinkage=0.00143414


Tree=296
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 124 2 33 16 10 42 123 11 4 3 133 51 3 0 50 48 1212 1452 3 150 12 14 160 16
split_gain=362.387 84.5233 52.3675 52.9495 50.8052 60.9871 32.306 28.4092 27.651 26.5634 24.5025 24.3722 21.3785 21.3061 24.5036 25.5903 21.4433 19.0632 17.7357 17.5516 19.767 24.0553 19.6882 16.7286 16.9577 29.085 16.4679 16.4573 15.3746 15.1435
threshold=0.10124500000000002 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 -0.076779999999999987 0.13404500000000005 0.08573500000000002 0.13751500000000003 -0.062879999999999978 -0.0041849999999999986 0.11410500000000003 0.094815000000000024 -0.085594999999999991 0.092670000000000016 0.111585 0.11548000000000001 -0.012939999999999998 -0.082619999999999985 0.083090000000000011 0.091035000000000019 0.088030000000000011 0.087755000000000014 -0.094299999999999981 0.084120000000000014 0.088725000000000012 -0.47013499999999991 0.05259500000000001 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 8 11 13 18 -9 -4 -1 17 14 19 16 23 27 -3 -8 21 22 -21 24 25 -16 -7 -6 -17 -29
right_child=1 2 10 -5 12 26 7 9 -10 -11 -12 -13 -14 -15 15 28 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0054147135103276046 0.0057777783712312592 0.0027819256187537771 -0.0024142782473534131 0.0076517813903896918 0.0047252666241579975 0.0081502581790420716 0.0073919223350254696 0.00097911579080252179 0.0056943734769838361 0.0058634155597549458 0.0013118976341387875 0.0017923746658474605 -0.0014090792126178169 0.0023218541932614567 0.005260874579549206 0.0010490100572427441 0.0047796432449979873 0.0047063146532281327 -0.00012027558478668149 0.0062504530209053282 0.0080455290072734258 0.0021257249512550251 0.0028052044729337858 0.0074717879474913299 0.0058420973492109216 0.0010568136965909199 0.0050469689256088584 0.0025516788743616811 0.0049539158837025483 0.00090794350505685726
leaf_weight=39 102 52 25 25 20 24 145 27 21 22 83 42 20 20 122 21 268 28 41 186 42 20 20 62 1268 21 83 107 23 142
leaf_count=39 102 52 25 25 20 24 145 27 21 22 83 42 20 20 122 21 268 28 41 186 42 20 20 62 1268 21 83 107 23 142
internal_value=0 0.00297934 0.00255395 0.00295767 0.00273954 0.00395392 0.005584 0.00565716 0.00227466 0.00317207 0.000449357 0.00353646 0.00189293 0.00571206 0.00574291 0.00557533 0.00563814 0.00211529 0.00150246 0.00646718 0.00596685 0.00558054 0.00591596 0.00579433 0.00572062 0.0046435 0.00574303 0.00184559 0.00309021 0.00161429
internal_weight=0 773 671 563 538 221 2348 2267 114 49 108 81 317 2218 2198 1785 1741 297 93 413 268 226 206 1473 1411 143 107 269 44 249
internal_count=3121 773 671 563 538 221 2348 2267 114 49 108 81 317 2218 2198 1785 1741 297 93 413 268 226 206 1473 1411 143 107 269 44 249
is_linear=0
shrinkage=0.00329956


Tree=297
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 0 2 47 1 14 2 4 0 49 52 15 50 3 2 16 15 12 47 4 13 4
split_gain=4637.74 546.624 504.7 289.171 283.871 219.43 187.449 157.156 141.697 104.179 109.449 90.53 89.7387 81.7943 80.8251 80.7227 79.325 66.6684 65.9734 64.6876 64.4799 55.3906 52.8164 47.6745 45.8657 44.2423 42.7655 43.7213 42.2974 39.5963
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.095175000000000023 0.40945500000000007 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 0.090100000000000013 0.12656000000000003 0.076175000000000007 0.098035000000000011 0.23246000000000003 -0.062294999999999996 -0.012034999999999999 1.0000000180025095e-35 0.13592500000000005 0.041865000000000006 -0.14847999999999997 0.10402500000000002 0.013515000000000001 -0.087894999999999987 -0.086254999999999984 0.077555000000000013 -0.064054999999999987 -1.0000000180025095e-35 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 17 7 13 11 -5 10 25 28 -9 29 26 19 -13 -2 22 21 24 -8 -12 -23 -7 -10 27 -1 -3 -4
right_child=1 5 6 8 -6 20 15 12 9 -11 18 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010466080362817889 0.0046853491561001399 0.0023284960245308433 0.0097470912204865607 0.0091667188157392322 0.0030765913596525656 -0.00031340334923130931 0.010695175777944141 0.0031109633201116056 0.0053331430331980192 0.001949693240499688 0.0056683980224570959 0.0077477192842235745 0.00014668190101999124 0.012127209361365215 0.0070867323818318579 0.0052826543459955242 0.003237666912370667 0.0084135014323162716 0.0074690805386473892 0.0059851870742475737 0.0023559927205187054 0.0089857540735999546 0.0025050758184508074 0.0076741453010873255 -0.0035861439263099129 0.0086649014209652705 0.011866690116695914 0.0081134163343875108 0.0048935368488136023 0.0087422906653810712
leaf_weight=48 20 76 1364 35 74 55 47 61 20 30 29 34 82 47 63 26 22 92 20 30 23 309 48 137 20 43 24 62 31 149
leaf_count=48 20 76 1364 35 74 55 47 61 20 30 29 34 82 47 63 26 22 92 20 30 23 309 48 137 20 43 24 62 31 149
internal_value=0 0.003264 0.00902584 0.00717833 0.00588934 0.0020553 0.00939552 0.00282717 0.00574484 0.00511449 0.00570789 0.00406943 0.00141117 0.00972283 0.00881558 0.00846545 0.00597591 0.00774776 0.00447432 0.00862368 -0.000354819 0.00878424 0.00369646 0.00858286 -0.00118613 0.0076072 0.00962839 0.00914003 0.00307164 0.00964814
internal_weight=0 590 2531 422 186 404 2109 306 225 190 160 163 143 1560 197 549 56 112 97 523 98 493 77 446 75 63 134 110 107 1513
internal_count=3121 590 2531 422 186 404 2109 306 225 190 160 163 143 1560 197 549 56 112 97 523 98 493 77 446 75 63 134 110 107 1513
is_linear=0
shrinkage=0.00185069


Tree=298
num_leaves=31
num_cat=0
split_feature=1 3 1 45 4 2 2 0 14 43 454 2 457 4 3 45 2 0 1 3 0 3 3 4 151 16 474 51 3 4
split_gain=351.323 82.0288 39.7188 47.491 35.4123 35.7529 30.7009 41.3649 27.1384 32.2962 26.739 30.5854 27.6346 25.7362 26.2889 25.5349 31.4081 32.0007 48.5493 25.7792 25.3073 23.0748 22.1076 21.3242 20.4611 19.048 20.8162 20.2757 20.4022 18.714
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -0.03898999999999999 0.10276500000000001 0.11362000000000001 0.034820000000000011 0.062655000000000016 -0.52440999999999993 -0.037229999999999992 0.13712500000000002 -1.0000000180025095e-35 -0.51843499999999987 -0.10023499999999998 0.081955000000000014 -0.090999999999999984 -0.13027499999999997 0.083345000000000016 -0.0037349999999999996 1.0000000180025095e-35 -0.13927999999999999 -0.0063699999999999989 0.024790000000000003 -0.0077149999999999988 0.013515000000000001 0.085500000000000007 0.11594500000000001 -0.055119999999999995 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 10 -2 -6 8 22 9 -1 -3 12 -12 14 -11 16 -15 18 -18 -20 -4 -7 -8 25 -21 27 29 28 -19 -27
right_child=1 2 20 -5 5 21 7 -9 -10 13 11 -13 -14 15 -16 -17 17 23 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012731380039616139 0.0052867962641729343 -0.0013383539452759105 0.00095287295112983993 0.0064432938948609034 0.0040490099148168838 0.0025137527938321183 0.004535830357212188 -0.00025509322236210656 0.0064371205839138523 0.0094966939971539346 0.0054681126241862025 0.00035382149638503777 0.0022605062990299534 0.0011073360805807292 0.0049286459049032345 0.0078973335369957251 0.005755050112588575 0.005126375400638406 -0.00090677630148441933 0.0045268219322197852 -0.0025023459515253602 -0.0010173512651605176 0.0012498507105005632 0.0039181731385446467 0.0007499695794343157 0.0057891628595821542 0.0055170907963080469 0.0034710397069464519 0.0072656550501186525 0.0034287501817475961
leaf_weight=22 87 20 72 21 120 55 133 21 88 20 25 67 260 20 23 22 42 1289 21 29 24 22 20 181 21 34 85 61 39 177
leaf_count=22 87 20 72 21 120 55 133 21 88 20 25 67 260 20 23 22 42 1289 21 29 24 22 20 181 21 34 85 61 39 177
internal_value=0 0.00249281 0.00176939 0.00217985 0.00373841 0.0030546 0.00475771 0.00357992 0.00485198 0.00478511 0.00193918 0.0021254 0.00254188 0.00482254 0.00705332 0.00477508 0.00474072 0.00477744 0.00327165 0.0018026 8.90682e-05 0.00150487 0.00410629 0.00486862 0.00294054 0.00497072 0.00429957 0.00511375 0.0051892 0.0038091
internal_weight=0 773 489 393 284 197 2348 174 2174 2086 372 352 285 2064 43 2021 1999 1979 113 71 96 77 153 1866 50 1685 296 1389 1328 211
internal_count=3121 773 489 393 284 197 2348 174 2174 2086 372 352 285 2064 43 2021 1999 1979 113 71 96 77 153 1866 50 1685 296 1389 1328 211
is_linear=0
shrinkage=0.002914


Tree=299
num_leaves=31
num_cat=0
split_feature=1 12 15 4 15 16 1 16 3 12 132 10 4 49 131 52 15 13 149 48 402 4 0 158 0 47 3 2 133 474
split_gain=289.143 81.1253 39.6757 36.8538 56.4763 45.8015 38.2526 28.8627 28.687 24.1905 22.7689 21.0084 24.407 26.6041 20.0294 16.9878 16.7778 16.6148 15.665 19.0724 32.03 17.8193 21.8345 15.6153 15.9535 14.7484 13.0274 12.75 12.3486 13.0207
threshold=0.11829500000000003 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.015744999999999999 0.0013750000000000001 0.095950000000000021 -0.0057949999999999989 0.30112000000000005 0.099815000000000015 0.10365500000000001 -1.0000000180025095e-35 0.42642000000000008 0.14233500000000002 0.083410000000000026 0.056145000000000007 -0.21699999999999997 0.26424500000000006 0.078320000000000015 0.083685000000000009 0.081585000000000019 0.052250000000000012 -0.089964999999999976 0.080150000000000013 -0.09595999999999999 0.077555000000000013 -0.15447499999999995 0.15950500000000004 -1.0000000180025095e-35 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 25 -6 11 16 27 -2 13 15 -8 -13 -3 -11 19 21 -21 22 26 24 -23 -5 -18 -10 -24 -30
right_child=8 9 -4 4 5 -7 14 -9 10 17 -12 12 -14 -15 -16 -17 18 -19 -20 20 -22 23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0054723332098869292 0.00029029001479476509 0.0079464943606202196 0.0061993049193484898 0.0042593434618915437 -0.00015904613728045925 -0.0033403090204249682 0.002941075856073175 0.0050121012500732604 6.4475218292075502e-06 0.0040090250677923805 0.0025601796263560609 0.0037036136283244243 0.0012683096496056709 0.00078142016834348543 -0.00015209377985237377 0.0071949748430610227 0.0085541778288405375 0.0066113765098258287 0.0072840220304884471 0.0046647483593165607 0.00082539288353514076 0.0022646216219429642 0.005581817384487966 0.0055666462786650812 0.0049678599935510069 0.0069692849122222778 0.0060292383746367263 -0.0029957751942714366 0.0047838132198104455 0.0065864430348874809
leaf_weight=73 56 24 58 116 27 26 182 22 47 338 28 72 89 29 27 20 27 30 37 154 29 61 479 55 41 28 153 24 721 48
leaf_count=73 56 24 58 116 27 26 182 22 47 338 28 72 89 29 27 20 27 30 37 154 29 61 479 55 41 28 153 24 721 48
internal_value=0 0.00471512 0.00357524 0.00327145 0.00289607 0.000254986 0.0034572 0.00216269 0.00154095 0.00500515 9.0362e-07 0.00211412 0.00260048 0.00358034 0.00254148 0.00446261 0.00516289 0.00422117 0.00512588 0.00508071 0.00405633 0.00519899 0.00531681 0.00412732 0.00335122 0.00478628 0.00640798 -0.00100839 0.00515943 0.00489633
internal_weight=0 2756 559 501 428 75 353 49 365 2197 99 266 210 121 209 92 1829 368 1805 1768 183 1585 1428 157 102 144 180 71 1248 769
internal_count=3121 2756 559 501 428 75 353 49 365 2197 99 266 210 121 209 92 1829 368 1805 1768 183 1585 1428 157 102 144 180 71 1248 769
is_linear=0
shrinkage=0.0033513


Tree=300
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 148 1 43 160 39 16 9 4 3 0 15 12 0 13 4 14 157 51 13 50 1 0 2 1213
split_gain=234.391 59.1951 33.0781 38.3429 37.7366 34.3875 28.1072 28.9049 23.2354 25.0381 23.5556 22.1747 22.1033 34.2857 19.5009 19.3723 18.1291 16.9649 20.9519 15.2748 14.8977 13.9476 13.3389 14.9236 27.6971 14.685 17.1136 46.1195 19.8937 13.8322
threshold=0.11690500000000002 0.051320000000000005 -0.22860499999999997 0.078320000000000015 -0.078139999999999973 0.11924500000000002 -0.066239999999999979 0.16773500000000005 -0.095049999999999982 -0.077849999999999989 0.089130000000000015 0.058835000000000005 0.081890000000000004 0.40124500000000002 -0.087909999999999988 -0.14920999999999998 0.13592500000000005 0.11734000000000001 -0.053834999999999994 -1.0000000180025095e-35 0.50822500000000004 -1.0000000180025095e-35 -0.48214999999999997 0.11144500000000002 0.038215000000000006 1.0000000180025095e-35 0.080270000000000022 -0.11173999999999999 0.084885000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 14 -2 11 10 -10 -4 17 13 15 -6 -3 22 18 19 -8 -13 -20 -17 25 -25 26 28 -28 -24 -29
right_child=6 12 3 -5 5 -7 7 -9 9 -11 -12 20 -14 -15 -16 16 -18 -19 21 -21 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.00048626320591651189 -0.0018653898640340733 0.0063348522172779632 0.0052995852078101952 0.0070374377022621908 0.0013326489965994229 0.0015912462308635509 0.0012801267164247506 -0.0018938973836349726 -0.0019523094196121215 0.0018507592863149169 0.00090798567079866438 0.0043399924262510813 0.0073120251243905731 0.00047503549124917291 0.0045792067247223808 0.0065274370275476756 0.0022722091345375364 0.0038027987325505281 0.0019275541364223152 0.0037561914649780347 0.0011947296844855067 -0.0012840132794727347 0.0053487216347766322 0.0040908997169930589 -0.00011646832747879987 0.0050680333452143168 -0.001274349522041713 0.0013984322368797118 0.0042887628708121114 0.0042121355997247617
leaf_weight=25 26 58 34 30 22 62 123 23 25 78 22 58 29 24 252 33 43 30 21 35 23 50 238 77 22 366 20 21 1039 212
leaf_count=25 26 58 34 30 22 62 123 23 25 78 22 58 29 24 252 33 43 30 21 35 23 50 238 77 22 366 20 21 1039 212
internal_value=0 0.00419978 0.00323021 0.00340718 0.00318717 0.00381528 0.0014561 0.001694 0.00185983 0.000927684 0.00357431 0.00193671 0.00444418 0.00440555 0.00431853 0.00444986 0.00439706 0.00146442 0.00115808 0.00182862 0.00344689 -0.000334113 0.00444212 0.00440762 0.00315593 0.00447298 0.00433064 0.00354487 0.00448631 0.00395854
internal_weight=0 2732 550 525 495 336 389 363 159 103 56 340 2182 2153 274 2129 2071 259 229 158 81 71 2028 1995 99 1896 1530 253 1277 233
internal_count=3121 2732 550 525 495 336 389 363 159 103 56 340 2182 2153 274 2129 2071 259 229 158 81 71 2028 1995 99 1896 1530 253 1277 233
is_linear=0
shrinkage=0.00330698


Tree=301
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 1 10 10 2 9 4 4 474 0 133 39 3 48 2 3 159 47 15 133 123 14 3 41 0 4
split_gain=190.234 53.3775 30.4071 30.4568 32.5008 25.5693 21.3038 23.3246 42.0655 17.8806 20.5316 16.6536 15.9046 15.7249 15.3473 20.419 15.3144 19.1749 21.385 17.2547 15.2803 15.0114 14.6564 14.0001 14.6237 14.7654 15.9207 12.8421 17.9008 14.246
threshold=0.11829500000000003 0.051320000000000005 0.092395000000000019 -0.22860499999999997 0.078320000000000015 0.10089500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.116525 0.081890000000000004 0.40124500000000002 0.50996500000000011 0.086280000000000009 -0.14920999999999998 0.08622500000000001 0.093755000000000019 0.0022600000000000003 0.083685000000000009 0.10527500000000002 0.11658 0.082105000000000025 0.11518500000000002 0.13592500000000005 -1.0000000180025095e-35 0.11679000000000002 -1.0000000180025095e-35 0.14121000000000003 0.077565000000000009 -0.14001499999999997 -0.50427999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 14 8 21 10 13 -9 20 -3 15 -2 17 18 -7 -18 -5 -8 27 -10 25 26 -25 28 -15 -30
right_child=6 9 -4 4 -6 16 7 11 23 -11 -12 -13 -14 22 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00052442205722364041 -0.0035135775747711958 0.0062973631301912261 -0.00095716100836633301 0.0039743662571530627 0.0073542283466771444 0.0023655015718006484 0.0062812484974700353 -0.0029324472122545528 -0.0011761522888077195 0.0072687529777622183 0.0012161259994804164 0.0014046070473579763 0.001697414505586022 0.0013133384822001169 0.0018920719074065873 0.0010411472238959665 0.0052225241443992296 0.0028516948355720106 -0.0023879426840084472 0.0021253906044737952 0.0065257154577518508 0.0027191545341357084 0.0022587624244866855 0.0059062766088400142 -0.0007611768592538596 0.0013082314288088207 0.0015921529757924647 0.0020414267788091793 0.0064959851470071071 0.0044392955329294144
leaf_weight=26 29 58 23 204 28 23 38 21 25 29 27 27 34 24 28 24 40 56 28 60 37 27 43 25 25 75 21 30 46 1940
leaf_count=26 29 58 23 204 28 23 38 21 25 29 27 27 34 24 28 24 40 56 28 60 37 27 43 25 25 75 21 30 46 1940
internal_value=0 0.00416316 0.0031554 0.00333187 0.00352846 0.00330622 0.00135697 0.00182825 0.00230034 0.00441958 0.00438147 -0.000492854 0.00403612 0.00442139 -0.00029541 -0.00145106 0.00233654 0.00137607 -0.000244233 0.00336424 0.00436607 0.00480161 0.00436915 0.00134957 0.00178206 0.00230752 0.00393679 0.00441363 0.00444904 0.00448693
internal_weight=0 2756 559 536 510 482 365 284 236 2197 2168 48 275 2141 81 53 207 107 51 100 241 65 2083 171 146 121 46 2040 2010 1986
internal_count=3121 2756 559 536 510 482 365 284 236 2197 2168 48 275 2141 81 53 207 107 51 100 241 65 2083 171 146 121 46 2040 2010 1986
is_linear=0
shrinkage=0.00365268


Tree=302
num_leaves=31
num_cat=0
split_feature=1 12 3 1 2 15 2 12 4 2 2 47 132 47 13 1 4 11 15 40 3 16 15 4 12 0 48 3 0 1
split_gain=2354.59 308.571 308.41 178.819 146.636 133.985 119.872 108.897 85.7641 85.4278 88.7857 69.8526 55.4907 52.7848 50.3621 49.905 48.2202 48.1644 53.9717 44.95 43.2489 47.0103 37.0555 36.5541 37.305 48.0379 34.0607 86.7128 68.8828 37.9927
threshold=0.10920500000000001 0.051320000000000005 -0.053259999999999995 0.08864000000000001 0.121465 0.035560000000000008 0.14753000000000002 0.095175000000000023 0.41555500000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.081320000000000017 0.088890000000000011 0.077555000000000013 -1.0000000180025095e-35 0.15799000000000005 0.23246000000000003 1.0000000180025095e-35 0.040760000000000005 -0.063404999999999989 -0.11255999999999998 -0.066924999999999985 -0.42198999999999992 -0.059649999999999988 -0.064509999999999984 -0.17169499999999996 -0.035774999999999994 0.0051600000000000005 -0.066089999999999996 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 8 11 9 17 -2 -4 -11 26 15 23 19 -8 20 -3 -19 -12 -9 -22 -6 -1 -25 -26 -5 28 29 -28
right_child=2 7 6 5 22 -7 12 16 -10 10 14 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0096785162309221372 0.0087083990053982915 0.0095457747689273401 0.0026069573893772544 0.0038376600748763058 0.0060889677122370972 0.010783218484625004 0.0018854324581524444 0.010095125360988694 0.0045182626183800888 0.0083319520693554035 0.0055436005680708908 0.0082843201529791827 0.004376722527113657 0.011416370965109685 0.0057422525673739757 -0.0017417305720994218 0.0060793662357986437 0.0096791562728935406 0.012506376144150448 0.0027197514758876776 0.009242194612607519 0.0079675304009104633 0.0027643368543037584 0.0091411347625605481 0.0090881763953313405 0.0053450978018185257 0.0074973413245914286 0.0078540766075914058 0.0018973480782818748 0.004493770406227642
leaf_weight=67 100 1459 84 38 21 25 53 79 23 26 31 42 23 29 69 20 27 59 46 71 197 253 33 45 21 35 28 55 24 38
leaf_count=67 100 1459 84 38 21 25 53 79 23 26 31 42 23 29 69 20 27 59 46 71 197 253 33 45 21 35 28 55 24 38
internal_value=0 0.00906201 0.00461443 0.00758472 0.00674492 0.00648621 0.00361417 0.00937349 0.00792488 0.00425902 0.00496345 0.00600876 0.00172665 0.00897876 0.00445128 0.000891689 0.00862978 0.00963788 0.0109177 0.00357798 0.00875995 0.00852555 0.00405725 0.00855799 0.00781467 0.00674875 0.00548651 0.00591862 0.00473584 0.00576801
internal_weight=0 2567 554 447 177 250 377 2120 123 281 197 225 96 197 171 73 556 1564 105 102 529 450 54 168 101 56 183 145 90 66
internal_count=3121 2567 554 447 177 250 377 2120 123 281 197 225 96 197 171 73 556 1564 105 102 529 450 54 168 101 56 183 145 90 66
is_linear=0
shrinkage=0.00195653


Tree=303
num_leaves=31
num_cat=0
split_feature=1 12 1456 150 132 3 43 4 2 1 0 2 12 12 47 151 47 15 14 12 52 12 123 42 11 43 15 0 2 16
split_gain=188.706 52.7784 29.6484 24.0541 25.4566 27.2538 27.8371 23.7366 22.6774 20.4595 21.351 18.7902 24.2285 18.3049 17.5091 16.8447 16.9508 21.0518 15.9665 16.9466 18.1941 19.8627 15.1603 14.3025 13.5889 35.8376 33.6901 14.8021 13.9467 19.9015
threshold=0.11829500000000003 0.051320000000000005 -0.077604999999999993 0.12244500000000001 0.092395000000000019 0.11924500000000002 -0.078654999999999989 0.26450500000000005 -0.0091949999999999983 0.15471500000000002 -0.019414999999999998 0.094835000000000017 -0.092484999999999984 0.099815000000000015 0.085505000000000012 -0.090369999999999992 0.077555000000000013 -0.093244999999999981 -0.47013499999999991 0.11734000000000001 0.056145000000000007 0.09364500000000002 0.08128500000000001 -0.14148999999999998 1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 -0.13843999999999998 0.10188000000000001 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 14 -11 -10 -13 24 18 -8 17 -17 -2 20 21 -20 -16 -15 27 26 -26 -3 29 -28
right_child=9 13 3 -5 -6 -7 15 -9 11 10 -12 12 -14 23 22 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0058593998242358744 0.0037821335600514449 0.0012386394764912034 0.00071686899369788088 -0.0007029469354705467 -0.00049768376172042801 0.00088711900127888457 0.0066446346034936864 -0.0007975535203641501 0.0061491371314034531 0.0010004383032248046 -0.0031809520908553822 -7.9475967039663509e-05 0.0041214559940738619 0.0056053116335246624 0.0034359208429719274 0.0016105211559665838 0.0054305108850988409 0.0038538585450342585 0.00037436726009030792 0.003427586642497748 0.0020791414388497491 -0.0030332239611929458 0.00050527035402235065 0.0031034723706048501 0.00094926257271448725 0.0084570139130553772 0.0040355962360983343 0.004002448796437498 0.003957237528265883 0.0080132572309339328
leaf_weight=31 20 20 41 21 23 58 20 24 22 33 20 21 42 25 72 59 43 154 103 22 50 21 24 343 25 25 23 1651 56 29
leaf_count=31 20 20 41 21 23 58 20 24 22 33 20 21 42 25 72 59 43 154 103 22 50 21 24 343 25 25 23 1651 56 29
internal_value=0 0.00370035 0.00282427 0.00264607 0.00278479 0.00294078 0.00322038 0.00211309 0.0026675 0.00125692 -0.000577445 0.00360839 0.00272115 0.00392326 0.00156853 0.00382217 0.00360167 0.00323246 0.00106421 0.000786868 0.000452984 -0.000202725 0.00270326 0.00327343 0.00405401 0.00494915 0.00428977 0.00396937 0.00506304 0.00625391
internal_weight=0 2756 559 528 507 484 426 150 126 365 53 85 63 2197 312 276 256 213 216 196 174 124 96 368 1829 158 133 1671 108 52
internal_count=3121 2756 559 528 507 484 426 150 126 365 53 85 63 2197 312 276 256 213 216 196 174 124 96 368 1829 158 133 1671 108 52
is_linear=0
shrinkage=0.00319335


Tree=304
num_leaves=31
num_cat=0
split_feature=1 2 0 11 41 2 4 13 0 2 34 10 34 2 2 13 40 49 151 1 4 401 1446 133 0 47 160 3 3 399
split_gain=152.852 43.3576 29.117 26.6476 28.3841 26.4321 25.3411 25.0759 24.8948 21.7292 19.4094 18.6306 21.009 19.1339 20.1244 18.3734 16.3303 14.642 15.8621 13.362 12.9435 16.1972 18.1981 12.4137 12.414 11.9429 11.6206 18.8998 15.6984 11.4083
threshold=0.11829500000000003 0.10045500000000002 -0.13843999999999998 0.079915000000000014 0.083525000000000016 -0.0091949999999999983 0.42642000000000008 -0.013304999999999999 -0.074479999999999977 0.15361500000000003 -0.085489999999999997 -1.0000000180025095e-35 -0.028109999999999996 0.11870500000000002 -0.18970999999999996 -0.14179999999999995 -0.082294999999999993 -0.088694999999999982 0.015440000000000001 0.15022500000000003 -0.082769999999999982 0.080190000000000011 0.037915000000000011 0.11224500000000003 -0.050684999999999994 0.11518500000000002 0.055845000000000006 0.090900000000000009 -0.10115999999999999 0.087725000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 7 8 17 -5 -1 15 -10 19 -13 14 -14 -4 -7 -3 -19 -2 -18 22 26 29 -25 -16 27 28 -22 -17
right_child=11 2 9 4 -6 16 -8 -9 10 -11 -12 12 13 -15 25 23 20 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0040279064371584131 0.0005045882291354085 0.0034112912970859872 0.00070276184733862059 0.0091554699644727025 0.0021964229345447718 0.0061409170988609377 0.0045820844284689766 0.0048076064598114058 0.0026179136037628847 -9.3124605041820747e-05 -0.0010927645973897863 -0.0015814151269687785 0.00042728207713713893 0.0010719703144928313 0.0046868036400342372 0.0035364982488206948 0.0038552564652165871 0.0010483533320195123 -0.001943246555041191 -0.002397456900436799 0.00097729180945383678 0.0041635467235992905 0.0041611502256849921 0.0011543932633986517 0.0040349271727004015 0.0020890022821693746 0.0037267683745384585 0.00011568092440451278 0.0030258872495699998 0.0012007944528873303
leaf_weight=28 61 20 30 20 21 21 21 34 23 22 32 20 25 169 42 363 466 106 20 20 37 168 148 49 20 28 181 23 882 21
leaf_count=28 61 20 30 20 21 21 21 34 23 22 32 20 25 169 42 363 466 106 20 20 37 168 148 49 20 28 181 23 882 21
internal_value=0 0.00321325 0.0025327 0.0034327 0.00523591 0.00336538 0.00141743 0.00641793 0.00166295 0.00290151 0.000458974 0.00109147 0.00146322 0.00169387 0.00280021 0.00303791 0.00343875 0.000962235 0.000573496 -0.000211966 0.00340896 0.00326444 0.00314559 0.00319256 0.00198933 0.00364768 0.00301175 0.00287437 0.00294341 0.00340876
internal_weight=0 2756 672 2084 75 2009 167 54 83 505 55 365 284 264 95 483 1926 146 126 81 1905 1439 1271 453 69 70 1123 942 919 384
internal_count=3121 2756 672 2084 75 2009 167 54 83 505 55 365 284 264 95 483 1926 146 126 81 1905 1439 1271 453 69 70 1123 942 919 384
is_linear=0
shrinkage=0.0030811


Tree=305
num_leaves=31
num_cat=0
split_feature=1 12 4 3 1 15 1 12 2 4 47 150 0 1 14 15 148 4 15 0 48 3 0 1 2 0 151 43 3 16
split_gain=3182.22 423.874 402.071 263.968 237.722 165.502 131.18 129.863 128.781 91.673 77.9563 76.1336 66.2558 59.2298 58.1664 54.4501 53.7328 50.5403 79.3983 42.1282 40.8606 98.97 72.2676 49.6175 39.0231 38.2556 35.5895 35.1049 37.8102 32.1305
threshold=0.10920500000000001 0.051320000000000005 0.27287000000000006 -0.065819999999999976 0.08864000000000001 0.035560000000000008 0.13075500000000004 0.090285000000000018 0.14285500000000004 0.033845000000000007 0.081320000000000017 0.083095000000000016 -0.23194499999999998 0.16540500000000002 0.076175000000000007 0.13592500000000005 -1.0000000180025095e-35 -0.064054999999999987 -0.03241999999999999 -0.13027499999999997 -0.035774999999999994 0.0051600000000000005 -0.066089999999999996 0.10171500000000001 0.099185000000000009 -0.097734999999999989 -0.0064299999999999991 -0.040344999999999992 0.20828500000000003 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 12 10 16 14 11 15 20 27 -1 -8 19 25 -4 24 -19 -3 -6 22 23 -22 -14 -9 -23 -5 -29 -27
right_child=2 7 6 8 5 -7 13 9 -10 -11 -12 -13 17 -15 -16 -17 -18 18 -20 -21 21 26 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.010812823082968531 0.0076926581266657202 0.0070685956678688709 0.0017162126245361478 0.0046822202788950372 0.0036431868247291479 0.0097741860957199986 0.0022871691186719984 0.010222908615457226 0.0021577909174365318 0.0071987465073381565 0.007452325931276235 0.0036710328975244908 0.0096515913954177898 -0.00054577356474706535 0.010726495164597553 0.0060756348489134976 0.0045175091131955114 0.0080467737398172978 0.00492216360365786 0.008980496384811805 0.0068823581759995039 0.0087861836893477329 0.0021298255484723228 0.0041364952493956044 0.0070789985486763947 0.0088631714841732427 0.0061688832276758305 0.0077012258765576554 0.0051229021958695328 0.0081947482511360945
leaf_weight=22 93 29 20 30 38 25 130 31 45 175 42 51 52 21 46 23 104 76 27 1068 28 20 24 38 20 284 35 38 22 464
leaf_count=22 93 29 20 30 38 25 130 31 45 175 42 51 52 21 46 23 104 76 27 1068 28 20 24 38 20 284 35 38 22 464
internal_value=0 0.00835206 0.00421584 0.00553963 0.00696697 0.00595375 0.00287279 0.00864411 0.00446312 0.00822511 0.00552925 0.00519886 0.00825278 0.00189318 0.00900226 0.00844907 0.00406569 0.00793095 0.0072277 0.00892995 0.00508789 0.00546651 0.00445565 0.00530141 0.00893698 0.00851915 0.00712063 0.00606463 0.00675584 0.00844853
internal_weight=0 2567 554 279 447 250 275 2120 186 977 225 141 197 151 1143 802 124 175 103 1097 183 145 90 66 72 779 55 90 60 748
internal_count=3121 2567 554 279 447 250 275 2120 186 977 225 141 197 151 1143 802 124 175 103 1097 183 145 90 66 72 779 55 90 60 748
is_linear=0
shrinkage=0.00156517


Tree=306
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 147 10 14 0 157 4 15 3 160 43 42 47 1428 2 123 13 130 43 1 48 472 15 3 13
split_gain=157.642 51.826 42.5274 26.3932 26.0934 25.1553 27.1572 23.3013 19.5669 23.7931 34.8397 35.4851 22.7711 17.2609 18.5221 17.43 17.1369 17.1924 15.4148 17.5838 15.2624 14.6543 14.3702 27.9669 13.4443 14.6239 13.2824 12.9455 12.1745 11.6217
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.094075000000000006 -0.079859999999999987 0.062655000000000016 -0.13455999999999999 -0.056799999999999996 0.022185000000000003 -0.088749999999999982 -0.010424999999999999 -0.076689999999999994 -0.05647499999999999 0.11387000000000001 0.11518500000000002 0.093045000000000017 -0.090999999999999984 0.083855000000000013 0.05868000000000001 -0.050984999999999996 -0.52440999999999993 0.08864000000000001 0.085700000000000012 -1.0000000180025095e-35 0.090455000000000021 -0.081924999999999984 -0.10664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 20 6 8 -2 9 10 -6 24 -13 21 -15 -16 17 18 19 -11 -1 29 -21 -24 -12 -26 -20 -10 -18 -9
right_child=3 -3 -4 -5 5 -7 -8 13 27 16 11 12 -14 14 15 -17 28 -19 26 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00095357977361831305 -0.0014385280055783907 -0.00057952408844729689 0.00088758832609440454 0.0040828624295386334 -0.0016460256906897161 0.0061000355115660492 0.00019761367835456818 0.00076663871066729795 0.0060114112967611542 0.0011475638594193127 0.0036908974525287526 0.0030413062274943599 0.0075739621486450399 0.0024885799485988829 -0.0022321258481923373 0.00057336000426798015 0.0040436453914104685 0.0021501533770550527 0.0038821975645760383 0.0048524810027706922 0.0026822889756214024 0.00051785463940671951 -2.6281995797454591e-05 0.003662860528037186 -0.0012367833906988842 0.0019758199856344566 0.0073789192778081891 0.0036226229469004854 0.0021569800598388012 0.0035589687244549409
leaf_weight=20 39 33 65 28 20 38 25 20 52 28 25 24 21 37 29 98 46 76 23 101 28 40 21 1856 21 45 21 41 139 61
leaf_count=20 39 33 65 28 20 38 25 20 52 28 25 24 21 37 29 98 46 76 23 101 28 40 21 1856 21 45 21 41 139 61
internal_value=0 0.00338037 0.00342813 0.00112187 0.00348995 0.00353246 0.00349471 0.000865977 0.00352691 0.00347295 0.00227138 0.00284747 0.00515655 0.00118133 0.00050936 -6.72627e-05 0.00355406 0.00363481 0.00368985 0.00364903 0.00116734 0.0020921 0.00368444 0.00362159 0.00170563 0.000953628 0.00555109 0.00495829 0.0026261 0.0028695
internal_weight=0 2769 2736 352 2671 2623 2585 324 2560 2467 156 136 45 285 164 127 2311 2126 2050 2006 48 121 1978 1877 91 66 44 93 185 81
internal_count=3121 2769 2736 352 2671 2623 2585 324 2560 2467 156 136 45 285 164 127 2311 2126 2050 2006 48 121 1978 1877 91 66 44 93 185 81
is_linear=0
shrinkage=0.00317885


Tree=307
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 2 4 14 48 1 3 49 43 52 2 2 47 4 0 2 14 131 48 4 1 12 157 12
split_gain=2404.08 396.568 259.571 225.396 178.152 130.43 102.171 87.7553 84.4858 73.3578 58.4591 44.9345 67.8491 44.6687 41.4002 37.5695 37.3083 35.5876 34.8892 37.3994 54.6385 36.7357 45.8559 33.6139 32.8734 30.5449 40.1881 36.699 34.1555 27.709
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 -0.076779999999999987 0.088105000000000003 0.092235000000000025 -0.0060199999999999993 0.14122000000000004 0.27834500000000006 0.062655000000000016 -0.015314999999999997 0.080270000000000022 -0.12018999999999998 0.005085000000000001 -0.080324999999999994 0.31359500000000001 0.087675000000000017 0.31358000000000003 1.0000000180025095e-35 0.41555500000000006 -0.062294999999999996 0.14019000000000004 -0.46413499999999996 0.091440000000000007 -0.04451999999999999 -0.013125 0.093100000000000002 0.090285000000000018 -0.0041249999999999993 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 6 18 9 -1 10 29 11 -7 15 -13 17 -8 -5 -14 -4 21 20 -20 22 -3 -2 -24 28 27 -27 -12 -6
right_child=1 2 13 5 8 7 14 -9 -10 -11 25 12 16 -15 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0064768904186073414 0.0074889912668721099 0.0050892328472855099 0.0012731234305958946 0.0073157660616157997 0.0074651370116939394 0.0042753804778156088 0.0041527768739194866 0.0040583404579096656 0.0033470062219996878 0.0088049271930700293 0.0078973177519687573 0.0043537444104319659 0.0069302346326988156 0.0031601371160325832 0.0014687554715445488 0.0056809962538619191 0.0051274168727044591 -0.0008849351004686887 0.0060831598228287603 0.002136833819915709 0.0027126188600231286 0.00078008982568053304 0.0039319002299160405 0.0050738784096860286 0.0022748419221942282 0.007131942463275036 0.0043931309924131502 0.0059425909855129943 0.0066316547713601787 0.0054966695954521095
leaf_weight=40 54 21 122 942 27 30 43 41 41 63 65 30 467 27 22 37 31 23 29 21 21 24 38 20 150 101 29 188 319 55
leaf_count=40 54 21 122 942 27 30 43 41 41 63 65 30 467 27 22 37 31 23 29 21 21 24 38 20 150 101 29 188 319 55
internal_value=0 0.00336072 0.00293135 0.00675683 0.00359622 0.00685905 0.00447579 0.00632395 0.00521222 0.00712251 0.00645085 0.00705218 0.006678 0.00128076 0.00324434 0.00725398 0.00681801 0.000930811 0.00294238 0.00391902 0.00466753 0.00264478 0.00285891 0.00683626 0.00260978 0.00654381 0.00617904 0.00635825 0.00684589 0.00614482
internal_weight=0 673 599 2448 427 2343 105 773 123 1570 732 1507 528 172 65 979 498 145 304 71 50 233 209 74 188 702 318 289 384 82
internal_count=3121 673 599 2448 427 2343 105 773 123 1570 732 1507 528 172 65 979 498 145 304 71 50 233 209 74 188 702 318 289 384 82
is_linear=0
shrinkage=0.00159138


Tree=308
num_leaves=31
num_cat=0
split_feature=1 2 0 97 44 4 2 1 148 13 4 0 42 4 3 123 16 51 16 16 1 49 151 4 400 151 49 43 133 1456
split_gain=155.083 42.1276 25.9602 25.1887 22.523 20.789 18.3603 17.3959 19.0716 16.1005 14.8708 16.564 19.8069 18.9666 16.1554 12.4673 16.3468 15.2377 15.1625 22.075 15.0005 12.132 14.8182 11.6131 11.4751 11.7805 10.9022 11.0899 10.6391 17.308
threshold=0.11829500000000003 0.10045500000000002 -0.13843999999999998 -0.0047149999999999996 1.0000000180025095e-35 0.42642000000000008 0.15361500000000003 0.16773500000000005 -0.066239999999999979 -0.14179999999999995 -0.085594999999999991 -0.082619999999999985 0.085465000000000013 -0.55119499999999988 0.092670000000000016 0.11135500000000001 0.054560000000000004 0.13831000000000002 -0.082039999999999988 -0.39185999999999993 0.12765500000000005 -0.088694999999999982 0.015440000000000001 -0.0057249999999999992 -0.065974999999999992 -0.08341999999999998 0.12497000000000001 0.0010100000000000003 0.087495000000000003 0.056325000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 10 21 9 8 -2 -4 11 -5 13 -13 28 16 17 18 19 20 -10 -3 -23 -20 -11 -26 27 -27 29 -12
right_child=7 2 6 4 -6 -7 -8 -9 15 24 14 12 -14 -15 -16 -17 -18 -19 23 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0010791947379407557 -0.0015998775133589972 0.0039457110473247658 0.0010266547611748908 0.0056874003532172753 0.0079794190210528502 0.0051827273740705842 0.00021072478037892161 -0.0017410349640468777 0.0034318695356945566 0.0010844033765394342 0.0040718845247876244 0.0077889133473794192 0.00115355121302998 0.0041444770178052379 0.0015835960998662798 -0.00035563304203345891 0.0035716035840843751 0.0045416821432359439 0.0013788173090305109 0.0046073345905873267 0.00041401402310501658 0.0014416766583811955 -0.0019668843734064329 -0.0023686266676531862 0.0065519833563789723 0.0042765773556598125 0.0015751364109571073 0.0028461259059029097 0.0035273025110241895 0.0058220224223670264
leaf_weight=36 24 20 30 151 20 21 22 23 28 20 1093 21 26 183 37 33 67 20 20 29 97 106 20 24 21 289 28 95 437 80
leaf_count=36 24 20 30 151 20 21 22 23 28 20 1093 21 26 183 37 33 67 20 20 29 97 106 20 24 21 289 28 95 437 80
internal_value=0 0.00383598 0.00304518 0.00409097 0.00414392 0.00180378 0.00345571 0.00131657 0.0015222 0.00360351 0.00410609 0.00475275 0.00413913 0.00451964 0.0039565 0.00175783 0.00200254 0.00152031 0.00121512 0.00175237 0.00109001 0.00131777 0.000900635 -0.000665243 0.00377416 0.0038984 0.00376315 0.00392269 0.00401103 0.00419125
internal_weight=0 2756 672 2084 2048 167 505 365 342 483 2028 381 230 204 1647 318 285 218 198 154 125 146 126 44 453 433 412 384 1610 1173
internal_count=3121 2756 672 2084 2048 167 505 365 342 483 2028 381 230 204 1647 318 285 218 198 154 125 146 126 44 453 433 412 384 1610 1173
is_linear=0
shrinkage=0.00363208


Tree=309
num_leaves=31
num_cat=0
split_feature=4 2 123 1 150 15 150 148 149 160 49 0 3 48 13 12 4 43 13 39 151 43 1212 12 13 52 13 15 0 13
split_gain=129.592 42.2203 35.6439 21.6472 37.0146 30.0625 22.24 22.1631 21.0121 19.4835 19.2824 15.8905 19.0748 18.3746 18.16 15.8012 15.6615 29.1726 15.5813 15.9754 15.2452 14.1144 16.1728 12.9854 11.6478 12.0452 11.64 11.3276 13.5002 11.0132
threshold=0.27287000000000006 0.17025000000000004 0.11135500000000001 0.089625000000000024 1.0000000180025095e-35 -0.094329999999999983 -0.07848999999999999 -1.0000000180025095e-35 0.07770500000000001 0.055845000000000006 -0.046019999999999998 -0.10474999999999998 -0.010424999999999999 0.12118000000000002 -0.061684999999999997 0.089150000000000021 -0.15764999999999998 -0.050459999999999998 -0.14819499999999997 0.10076500000000001 -0.081864999999999979 -0.15582499999999996 0.12799000000000002 0.088930000000000023 0.15641500000000003 -0.53299999999999992 0.06370000000000002 -0.14712999999999996 -0.14649999999999996 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 6 -6 -5 -7 10 27 20 13 -13 -12 -14 18 17 -17 -1 24 -2 -18 -23 29 25 -20 -27 -8 -29 -9
right_child=8 -3 -4 4 5 7 9 23 -10 -11 11 12 14 -15 -16 16 21 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0061046183155572618 0.00070551880612208242 -0.00060989603728621054 -0.001064487432229196 0.00079865940925580639 -0.0024501174219395093 -0.0012197964692842349 0.0056325768351712007 0.0013007611730247912 0.0039815848368622607 0.0054607368116996674 0.0028444090301630491 0.0015080634819458227 0.00028620809191957686 -0.00065469631635869658 -0.0034504218650822606 -0.0018180464717769507 0.0046811743510609379 0.003527057050693963 0.0058834160391814409 0.0011835090040629606 -0.0036178656059950198 0.003059387096920396 0.0057348185619923754 0.0049678071965288543 0.0060137309831194731 0.0037943528120642995 0.0014211967267838143 0.00042216854038076054 0.0032926174822982867 0.0037695818692122136
leaf_weight=37 20 33 22 40 21 22 24 72 28 56 92 94 52 23 23 21 87 31 33 28 20 619 29 23 30 999 26 21 463 32
leaf_count=37 20 33 22 40 21 22 24 72 28 56 92 94 52 23 23 21 87 31 33 28 20 619 29 23 30 999 26 21 463 32
internal_value=0 0.00332704 0.00337452 0.0034105 0.00291541 0.00147208 0.00332165 0.00202487 0.00107144 0.00350059 0.000819944 0.00114052 0.000457285 0.00214459 -0.000859692 0.00360803 0.00322553 0.00136846 0.00386911 0.00379499 -0.00145617 0.00335691 0.00317912 0.00258694 0.0038622 0.00380119 0.00373416 0.00328451 0.00316807 0.0020604
internal_weight=0 2769 2736 2714 774 170 604 149 352 564 324 284 169 115 75 1940 787 52 1153 1116 40 735 648 127 1088 1058 1025 508 484 104
internal_count=3121 2769 2736 2714 774 170 604 149 352 564 324 284 169 115 75 1940 787 52 1153 1116 40 735 648 127 1088 1058 1025 508 484 104
is_linear=0
shrinkage=0.00350153


Tree=310
num_leaves=31
num_cat=0
split_feature=4 2 123 3 15 4 3 106 149 10 96 41 2 43 10 482 1424 15 48 15 11 4 50 16 15 158 16 43 156 51
split_gain=104.97 34.1984 28.8716 18.2644 21.0663 52.0955 17.7493 17.1195 17.0198 18.5059 13.7266 14.8763 19.5592 15.3201 14.883 14.1537 13.0202 13.6966 31.5813 26.2177 19.7866 21.0779 18.7488 17.3109 15.8123 13.8716 13.7284 15.8589 12.7494 18.319
threshold=0.27287000000000006 0.17025000000000004 0.11135500000000001 0.11296500000000002 -0.0088349999999999974 -0.033174999999999989 0.20828500000000003 0.085655000000000009 0.07770500000000001 -0.079859999999999987 0.086110000000000006 0.081560000000000007 0.11474000000000002 0.0061450000000000003 0.087010000000000018 0.08326500000000002 1.0000000180025095e-35 -0.11713499999999999 0.093015000000000014 -0.094329999999999983 0.10221500000000001 -0.50940999999999981 0.077805000000000013 0.24134000000000003 -0.097454999999999986 0.086290000000000019 -0.083539999999999989 0.035560000000000008 0.087205000000000019 -0.16666999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 16 9 -2 11 12 14 15 -11 -14 17 25 19 22 21 -21 24 -20 -19 -1 -23 28 -28 -30
right_child=8 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 23 20 -22 26 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0043435042067817937 -0.001794662537964348 -0.00064628748609378269 -0.001128003650836835 0.0061143077449731477 0.0036575997304375404 -0.0047555705076351472 0.0016369811254093448 0.00058780652201341596 0.004219159452857976 0.0039385585755576935 -0.0020601036795215959 0.0042158166502189107 -6.5350209182005555e-05 -0.0029228254719932743 0.00062140371116071026 0.0032556740536796923 0.0063336516873063534 0.0025304281750576458 0.0025728550431812461 0.0064034889994240753 -0.00013651239886273154 0.0043661042753048284 0.0056494616094054859 -0.00069464801616170866 -0.00051759711951529465 0.0077676330880884726 0.0039528696752856645 0.0024475493234852393 0.0056664584603452386 0.0023235806138699054
leaf_weight=160 39 33 22 27 29 22 34 30 28 56 20 30 88 23 39 29 32 81 108 55 21 556 21 37 45 23 1044 177 33 179
leaf_count=160 39 33 22 27 29 22 34 30 28 56 20 30 88 23 39 29 32 81 108 55 21 556 21 37 45 23 1044 177 33 179
internal_value=0 0.00352555 0.00357587 0.003614 0.00198385 2.8389e-05 0.00361875 0.00368417 0.00113537 0.000868868 0.00123335 0.00148191 0.00113291 0.000153134 0.00257678 0.00075781 0.00372029 0.00368736 0.00360301 0.00372519 0.00384494 0.00388585 0.00204294 0.00173908 0.00144185 0.00477386 0.00381623 0.00360288 0.00376569 0.00284393
internal_weight=0 2769 2736 2714 112 51 61 2602 352 324 285 265 235 140 95 117 2572 2540 2357 2212 2065 2044 147 145 126 183 1989 1433 1256 212
internal_count=3121 2769 2736 2714 112 51 61 2602 352 324 285 265 235 140 95 117 2572 2540 2357 2212 2065 2044 147 145 126 183 1989 1433 1256 212
is_linear=0
shrinkage=0.00412273


Tree=311
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 124 4 2 0 15 457 0 1 158 1420 48 50 1 40 475 13 1 457 50 1
split_gain=2765.43 472.703 235.321 190.942 171.749 166.431 134.083 98.7382 106.138 86.1589 81.3188 72.1031 67.1317 59.2217 63.3068 56.009 53.5801 53.3768 52.9524 46.7868 53.632 44.2706 39.3748 37.5282 35.0573 34.4443 36.4105 32.1828 31.8693 30.7927
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 -0.080389999999999989 0.033845000000000007 0.14122000000000004 -0.11173999999999999 -0.097454999999999986 0.080930000000000016 -0.085669999999999982 0.12765500000000005 0.080150000000000013 -0.081459999999999991 0.09111000000000001 0.041865000000000006 0.12408500000000001 -0.078554999999999986 -0.066784999999999983 -0.47860499999999995 0.14754500000000001 0.048635000000000005 0.10861000000000003 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 9 23 -8 -9 11 27 13 15 14 -1 24 28 -2 -13 -18 -21 25 -10 -3 -7 -6 -27 -4 -15 -5
right_child=1 4 10 29 21 12 7 8 22 -11 -12 18 -14 16 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0090585950029152748 0.0076182260948240606 0.0034750861474131273 0.0036920091600712991 0.0051533479187364133 0.0027984488433490185 0.0086601602116811865 0.00729119498791834 0.0070451897616506777 0.0042214061442095866 0.0098079897993770433 0.0077865749755494131 0.0066263100676619583 0.0052690643582674508 0.0088488656375760189 0.0059742963394221558 0.0048235329091340616 0.010393888337566003 0.00494481236858398 0.0086932438451429658 0.0081323818124766096 0.0064510290787735897 0.0035046463722501996 0.0025566889672383733 0.0015182441137093087 0.0072984583705490132 0.0014841293931843473 -0.0010255137572391241 0.0058235338138644286 0.0078124727997823627 0.0032739488193945189
leaf_weight=23 126 44 38 47 23 53 29 28 134 79 28 118 41 481 53 20 21 21 40 965 48 26 46 51 325 38 22 31 84 38
leaf_count=23 126 44 38 47 23 53 29 28 134 79 28 118 41 481 53 20 21 21 40 965 48 26 46 51 325 38 22 31 84 38
internal_value=0 0.00437147 0.00792484 0.00616532 0.00342776 0.00802261 0.00398289 0.00460754 0.00423337 0.00822054 0.00555515 0.00815212 0.00716057 0.00824669 0.0069077 0.00735542 0.00831033 0.00723631 0.00714958 0.00810026 0.00805271 0.00173689 0.00379598 0.00242457 0.00748938 0.00118313 0.000563927 0.00464965 0.00869478 0.00431315
internal_weight=0 673 2448 232 441 2351 332 237 208 1912 97 1833 439 1675 76 398 1599 147 158 1034 1013 109 180 95 378 83 60 69 565 85
internal_count=3121 673 2448 232 441 2351 332 237 208 1912 97 1833 439 1675 76 398 1599 147 158 1034 1013 109 180 95 378 83 60 69 565 85
is_linear=0
shrinkage=0.00155248


Tree=312
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 1 4 2 4 0 15 132 1 475 457 0 1 4 1 3 160 47 47 156 52 16
split_gain=4033.51 636.851 433.108 345.103 229.55 211.112 108.199 103.364 105.069 99.2384 88.6622 87.3258 74.3109 86.6977 72.5695 68.9776 62.5488 57.9818 60.5469 54.8305 53.9618 50.2544 48.1268 43.9243 58.0872 40.4384 39.0558 34.1404 46.5266 38.5796
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.10365500000000001 0.13146500000000003 -0.066784999999999983 0.048635000000000005 -0.079119999999999982 0.083345000000000016 -0.55119499999999988 0.14754500000000001 -0.097174999999999984 -0.016279999999999996 0.093140000000000014 0.090100000000000013 1.0000000180025095e-35 0.039215000000000007 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 12 8 16 -5 -6 17 13 14 -1 22 -4 -7 27 -15 -14 -21 -9 24 -23 -22 -3 28 -19 -30
right_child=1 2 7 9 10 11 -8 15 -10 -11 -12 -13 20 19 -16 -17 -18 18 -20 21 25 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0093494591971191622 0.0081575086476578986 0.0026517353604359954 0.0029613028580940384 0.007304695221338601 0.0073169801070943723 0.0090506055005776711 0.010658046488166609 -0.00063988746341124168 0.003896037773002826 0.0034987227477254251 0.0036357765243026246 0.0047169336418290877 0.0080052901926827048 0.0088676448541758508 0.0055195215569218388 0.001635773472779105 0.00014947219181447554 0.0064571507533403927 0.0041495773592583017 0.010808034315304376 0.0037358880126440014 0.0041063957164503041 -0.0040508250954393492 0.008255350677193414 0.0076708070679766928 0.0070784035669668923 0.0047668933415504688 0.0088597769408958332 0.0082028070302876573 0.0055856341329966466
leaf_weight=23 74 191 34 34 71 63 76 40 50 63 30 41 99 1168 52 28 102 155 20 21 20 20 20 311 56 28 33 43 134 21
leaf_count=23 74 191 34 34 71 63 76 40 50 63 30 41 99 1168 52 28 102 155 20 21 20 20 20 311 56 28 33 43 134 21
internal_value=0 0.00318863 0.00257477 0.00815141 0.00397652 0.00828833 0.00855976 0.000912124 0.0016706 0.00483277 0.00622355 0.00722196 0.00847106 0.00857997 0.00669404 -0.000691027 0.00085243 0.00745753 0.00718846 0.00866972 0.00724787 0.00810313 -0.00177687 0.00795635 0.0067328 0.00568569 0.00296334 0.00736063 0.00715269 0.00784822
internal_weight=0 673 599 2448 325 2351 1874 274 186 97 101 477 1798 1651 75 88 136 436 373 1576 147 408 60 387 76 48 224 353 310 155
internal_count=3121 673 599 2448 325 2351 1874 274 186 97 101 477 1798 1651 75 88 136 436 373 1576 147 408 60 387 76 48 224 353 310 155
is_linear=0
shrinkage=0.00179535


Tree=313
num_leaves=31
num_cat=0
split_feature=1 124 52 2 1 1 457 4 4 158 0 4 12 3 51 4 16 131 151 1444 4 1429 15 160 39 43 16 15 1 42
split_gain=137.855 35.198 25.4654 22.3012 25.5763 22.1521 20.4738 29.6565 19.2172 18.9191 18.9119 17.9466 16.9551 21.3636 14.1558 13.9866 17.5237 13.5485 13.3832 12.8798 25.2412 13.0856 27.1247 27.1128 12.1365 12.0181 15.7465 21.7093 11.5068 11.4561
threshold=0.11374000000000002 -0.076779999999999987 -0.26636999999999994 0.10045500000000002 0.10956 0.15471500000000002 0.080930000000000016 0.19806500000000002 -0.111605 0.07968500000000002 -0.026509999999999995 0.24564500000000003 -0.10022999999999999 -0.013929999999999998 -0.095144999999999993 0.27044500000000005 -0.090764999999999985 0.090175000000000019 -0.082229999999999984 -0.082369999999999985 -0.55119499999999988 0.084770000000000012 -0.0072999999999999992 -0.078564999999999982 0.099745000000000014 -0.084569999999999992 -0.004174999999999999 -0.026084999999999994 0.10325000000000002 0.11649000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 17 4 9 8 18 -8 -4 11 -7 19 -10 -14 -11 16 -1 -2 -5 -3 -21 28 -23 -24 -15 26 -20 -28 -22 -27
right_child=2 3 5 6 -6 10 7 -9 12 14 -12 -13 13 24 -16 -17 -18 -19 25 20 21 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.0047720650159998289 0.0060158051014513759 0.00090508505549153425 0.0042375467676671729 0.0056437989190780864 0.0075681354777048584 0.00073436028721528528 -0.0024753273503234133 0.0030471848264040798 0.0031695534991202511 0.0074271327009216032 -0.0037077287415917446 0.00044936946917011121 0.001812573998677694 0.00037962694107800224 0.0043974535242441524 -0.00080112075230775136 0.0016236139523924955 0.0021631596616935871 0.0035793919030323333 0.0075506484128360224 0.0037291921735252338 0.0038062245511089076 -0.0026998914053733901 0.0029128846523843385 -0.0022944733622372953 0.0035136708347093576 0.0025607553052399887 -0.0018830792214729337 0.0014316285353636043 0.0016226612839650406
leaf_weight=27 20 21 27 25 21 28 20 29 45 21 20 22 145 119 177 21 106 25 40 20 1538 68 20 22 25 343 32 23 27 44
leaf_count=27 20 21 27 25 21 28 20 29 45 21 20 22 145 119 177 21 106 25 40 20 1538 68 20 22 25 343 32 23 27 44
internal_value=0 0.00346408 0.00138432 0.0035633 0.00373849 0.00111024 0.00294668 0.000793098 0.00140632 0.00369694 -0.00111651 0.00358053 0.00117745 0.000867256 0.00471878 0.00184497 0.00226277 0.00387545 0.00315481 0.00362068 0.00365432 0.0036078 0.00244463 0.000240134 -8.46266e-05 0.00302572 0.00191378 0.000702425 0.00368955 0.00329867
internal_weight=0 2667 454 2513 1957 409 556 49 361 1936 48 1738 334 289 198 154 133 45 507 1716 1695 1675 110 42 144 482 95 55 1565 387
internal_count=3121 2667 454 2513 1957 409 556 49 361 1936 48 1738 334 289 198 154 133 45 507 1716 1695 1675 110 42 144 482 95 55 1565 387
is_linear=0
shrinkage=0.00348893


Tree=314
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 11 15 15 41 14 0 16 4 16 12 157 2 96 376 15 52 14 4 16 43 3 13 3 4 4
split_gain=115.522 35.7694 30.2479 21.6857 19.7626 17.8412 27.7327 25.3033 42.9824 26.0963 16.8046 32.0947 33.6386 19.1428 14.9461 18.666 14.8049 13.9688 13.7792 12.3087 12.0308 12.6423 17.2966 14.6164 17.9657 12.5055 11.3813 19.9307 22.7187 10.835
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.051255000000000002 1.0000000180025095e-35 -0.097454999999999986 0.040760000000000005 0.07677500000000001 0.078235000000000013 -0.10836499999999999 -0.010264999999999998 -0.0073899999999999999 -0.51370499999999997 0.095780000000000018 -0.06588999999999999 0.25063000000000007 0.086715000000000014 0.083890000000000006 -0.089549999999999991 -0.075329999999999994 -0.10708499999999999 0.51303500000000013 -0.4714549999999999 0.054355000000000007 0.13524500000000003 0.26746000000000009 -0.12711499999999995 -0.16363499999999997 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -7 8 -8 -9 11 13 -13 -4 18 -16 17 20 26 -3 -2 22 -22 24 25 -23 27 28 -12 -17
right_child=16 19 4 -5 -6 6 7 9 -10 -11 14 12 -14 -15 15 29 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017496771059986144 -0.00092300735266974323 0.0023179172279932415 0.0047639356382715792 0.0019050532472186614 0.00037092185972460257 0.0062745693700874327 0.0030212266489961807 0.0068017602166474981 -0.0013326204201760065 0.0030591537753292923 0.0028265970500108892 0.0017420811143446654 -0.0025409545405562393 0.002024882424436407 0.0001214210378156178 0.0025761568670536325 -0.0013110071837001611 -0.0010522140134922968 0.0010662330530746768 -0.00013503801385728273 0.0033411941996926318 0.0014091432842681048 0.00050654473578009554 -0.00022488055968917139 0.0037423234832650656 -0.00063571026859834403 0.0044858372358482215 0.002721432898586553 -0.001271204811434316 0.0017305655232452285
leaf_weight=21 21 21 21 28 32 21 83 21 21 40 20 33 23 185 32 305 24 25 39 54 41 105 26 62 20 28 26 1546 20 177
leaf_count=21 21 21 21 28 32 21 83 21 21 40 20 33 23 185 32 305 24 25 39 54 41 105 26 62 20 28 26 1546 20 177
internal_value=0 0.00240371 0.00245527 0.00033874 0.00249448 0.00252048 0.00333197 0.00295745 0.00214208 0.00434759 0.00245829 0.00180799 -1.70228e-05 0.00230411 0.00253699 0.00213215 0.0007502 0.00090102 0.00266303 0.000551789 0.00106218 0.00121001 0.00224118 0.00088867 0.00133991 0.000978648 0.00270166 0.00267241 0.000777696 0.00226564
internal_weight=0 2769 2694 49 2645 2613 186 165 104 61 2427 262 56 206 2165 514 352 328 1651 75 303 282 67 215 153 133 1612 1586 40 482
internal_count=3121 2769 2694 49 2645 2613 186 165 104 61 2427 262 56 206 2165 514 352 328 1651 75 303 282 67 215 153 133 1612 1586 40 482
is_linear=0
shrinkage=0.00271869


Tree=315
num_leaves=31
num_cat=0
split_feature=4 2 123 1 457 3 150 457 12 4 0 157 13 43 160 149 49 130 151 39 43 4 4 475 3 484 160 131 3 133
split_gain=93.5731 30.6205 25.4642 16.2056 28.6297 17.2996 15.6658 14.3904 13.8134 15.0294 34.8972 13.7137 13.6382 13.689 14.2931 13.4875 16.3452 12.2735 11.9419 11.7059 17.1408 12.3862 12.9433 12.3207 12.3614 10.8047 20.2095 21.8494 18.3053 10.7469
threshold=0.27287000000000006 0.17025000000000004 0.11021500000000002 0.089625000000000024 0.079590000000000008 -0.017889999999999996 -0.094239999999999977 0.29113500000000009 0.086305000000000007 -0.15464999999999998 0.11070500000000001 -0.11947499999999998 -0.14819499999999997 -0.03898999999999999 1.0000000180025095e-35 0.07770500000000001 -0.046019999999999998 -0.054924999999999995 -0.081864999999999979 0.10076500000000001 -0.11720999999999999 0.071150000000000005 0.033845000000000007 -0.085684999999999997 0.084940000000000015 0.096415000000000015 -1.0000000180025095e-35 0.096070000000000016 0.32202000000000003 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 -5 -7 11 10 -10 -1 -8 17 -15 16 18 -14 -2 20 -13 22 23 29 -25 26 -18 28 -28 -22
right_child=15 -3 -4 4 5 7 12 -9 9 -11 -12 19 13 14 -16 -17 25 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0062288371687158773 0.00049340671523292827 -0.00057547156602615122 -0.00056578053190942318 1.917570033895627e-05 -0.001899208158075499 0.0026035749970779801 0.0010308390610441506 -0.00091573050066418602 -0.0027273592204124014 0.0029352687399859692 0.0030271152277309538 0.005321287179587607 -0.00024466928827825379 0.0032075173084588939 0.005446271739042309 0.0032518314083970906 0.0028468133381487786 0.0026392236527053347 -0.0033936040267238715 0.0011640883647878082 0.0055854016387597728 0.0054922500751819177 0.00082526232455681133 0.0033003753970959815 0.0014978001252325059 -0.001003497604933924 0.00061399222257788814 0.0038412858418423574 -0.0028796443108940147 0.0025532130698571543
leaf_weight=22 20 33 27 26 25 49 49 21 20 1144 40 58 20 256 42 28 70 281 20 29 50 31 28 443 54 31 138 23 22 21
leaf_count=22 20 33 27 26 25 49 49 21 20 1144 40 58 20 256 42 28 70 281 20 29 50 31 28 443 54 31 138 23 22 21
internal_value=0 0.00283038 0.00287146 0.00290572 0.00246875 0.00064068 0.00272642 0.00154778 0.00307893 0.00284426 0.00110896 0.00346281 0.00283504 0.00298263 0.00352305 0.000883364 0.000678682 0.0024476 -0.0014501 0.00337758 0.00347129 0.00330016 0.00318614 0.00330253 0.00310452 0.00097851 0.00122136 0.000599608 0.000133617 0.00468856
internal_weight=0 2769 2736 2709 769 95 674 70 1940 1204 60 736 648 599 298 352 324 301 40 714 685 627 596 568 497 284 253 183 160 71
internal_count=3121 2769 2736 2709 769 95 674 70 1940 1204 60 736 648 599 298 352 324 301 40 714 685 627 596 568 497 284 253 183 160 71
is_linear=0
shrinkage=0.00355697


Tree=316
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 124 2 4 0 15 150 49 158 12 4 2 12 132 133 1 49 133 1 47 131 3 47
split_gain=2948.34 494.238 327.091 259.988 222.155 164.81 98.8214 92.2768 75.071 73.9344 56.4402 58.1573 57.411 55.399 52.1516 49.0377 42.1595 41.7671 40.3275 35.4726 35.1803 35.7657 34.7111 33.3299 30.7488 30.5732 29.3943 27.5955 27.3933 28.8491
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 -0.080389999999999989 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.005085000000000001 0.085410000000000014 0.087695000000000009 -0.52556499999999995 0.31358000000000003 0.095780000000000018 0.091050000000000006 0.089200000000000015 0.089770000000000016 -0.08130999999999998 0.084990000000000024 0.083345000000000016 0.093140000000000014 0.091440000000000007 0.30112000000000005 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 20 7 -6 10 23 13 11 12 -1 19 18 25 17 -13 -4 -7 21 28 -19 -5 -25 -12 -27 -2 29 -3
right_child=1 2 14 8 6 9 -8 -9 -10 -11 15 16 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0093602364002568668 0.0089890169684569889 0.0040997615552443595 0.0017459959095141515 0.0060852261346756743 0.0074755419856116232 0.0083432668851123586 0.0041592292579472378 0.010349747314970934 0.0078564748850754873 0.0052500434904572497 0.007652891157331477 0.011288132819849408 0.0061614868353891492 0.0052963001745990786 0.0039180788321746063 0.0093865658376059077 0.0083871895155274209 0.0089408693878244433 -0.00069472669844464273 0.007297202494754065 0.0015873484072516327 0.0024657112668754265 0.0069512139205044959 0.0021969128187835736 0.0050571711716849311 0.0043920436942273952 0.0071673747779097954 0.0066641359089279024 0.0030389980312219675 0.0056828239814823243
leaf_weight=23 54 152 122 26 84 180 37 79 28 41 82 21 53 27 27 32 855 697 23 191 20 42 26 21 22 20 24 20 50 42
leaf_count=23 54 152 122 26 84 180 37 79 28 41 82 21 53 27 27 32 855 697 23 191 20 42 26 21 22 20 24 20 50 42
internal_value=0 0.00423841 0.00372914 0.00823417 0.0045221 0.00834609 0.00646146 0.00856059 0.00552155 0.00741186 0.00848348 0.0085746 0.00712953 0.00763456 0.00176059 0.0075175 0.00864329 0.00893759 0.00135885 0.00780473 0.00375523 0.00390683 0.00886932 0.00457404 0.0036603 0.00704282 0.00590586 0.00836067 0.00415489 0.00444249
internal_weight=0 673 599 2448 427 2351 121 1912 97 439 1833 1675 76 398 172 158 1599 744 145 371 306 286 723 69 43 126 44 74 244 194
internal_count=3121 673 599 2448 427 2351 121 1912 97 439 1833 1675 76 398 172 158 1599 744 145 371 306 286 723 69 43 126 44 74 244 194
is_linear=0
shrinkage=0.00169074


Tree=317
num_leaves=31
num_cat=0
split_feature=4 3 9 13 2 457 13 39 4 0 48 4 160 12 15 1212 133 11 3 49 13 3 133 52 2 4 12 16 43 4
split_gain=99.2656 30.088 26.2808 19.7924 17.6574 26.5461 18.8991 18.0491 16.1682 16.0214 30.4537 14.2885 16.4124 15.429 13.2363 12.9948 14.0668 24.1995 34.5807 28.702 22.9037 19.2426 16.9899 13.6855 12.9182 12.8293 12.4185 13.139 16.6185 14.712
threshold=0.27287000000000006 0.31299000000000005 -1.0000000180025095e-35 -0.01163 0.087675000000000017 0.29113500000000009 -0.097224999999999992 0.10076500000000001 -0.49405499999999997 -0.07384499999999998 0.084855000000000014 -0.16363499999999997 -0.081399999999999986 0.092465000000000006 -0.07490999999999999 0.13183500000000004 0.032270000000000007 1.0000000180025095e-35 -0.10217499999999997 0.14233500000000002 -0.14819499999999997 0.096675000000000011 0.087285000000000015 -0.14715499999999998 0.25063000000000007 -0.111605 -1.0000000180025095e-35 0.0057500000000000008 -0.083269999999999997 -0.034939999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 -4 8 -6 26 11 -11 -13 -14 -9 16 17 18 -10 20 -20 -22 23 -18 -2 -19 -8 -28 -29 -30
right_child=24 -3 4 -5 5 -7 9 14 15 10 -12 12 13 -15 -16 -17 22 25 19 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0024895644707738662 0.0011103954270393929 0.00032460334510521358 0.0049680400403506299 -0.0019155253416064614 0.0040682675532380894 -0.0012485110977780098 0.0056545634434085326 0.0022392188098623836 -0.00064689973590180481 0.0053578412437453983 -0.0014849084094312459 -0.00054345673250971911 0.0049948665304263354 0.0021529158429124083 -0.0014735128750041665 0.0050938897603704505 0.0065298955729400253 0.0032541009318107863 -0.00092628604097932943 -0.0017119050530002634 0.0024313598473233032 0.0046887767642416912 0.002765897601789395 0.0036145320735759688 -0.0015185870083196781 0.0066333368864244383 0.0034007724712640094 0.0039270191280584401 0.002196043794273096 -0.0015427884451335596
leaf_weight=26 328 54 74 23 117 20 27 27 51 22 23 20 30 96 20 27 25 41 22 20 396 51 465 84 24 20 901 33 34 20
leaf_count=26 328 54 74 23 117 20 27 27 51 22 23 20 30 96 20 27 25 41 22 20 396 51 465 84 24 20 901 33 34 20
internal_value=0 0.00288131 0.00293216 0.000421869 0.0029783 0.00270777 0.00327124 0.0027657 0.00284075 0.00316712 0.00224804 0.0027591 0.00236751 0.00282957 0.000659333 0.00272127 0.00266675 0.00229688 0.00206359 0.00234628 0.00251933 0.00268892 0.00305403 0.00428319 0.000931147 0.00436205 0.00334007 0.00327682 0.00199312 0.000811291
internal_weight=0 2769 2715 49 2666 1386 1280 1366 1319 1206 191 168 146 126 47 1202 1175 601 540 489 469 447 574 109 352 61 1015 988 87 54
internal_count=3121 2769 2715 49 2666 1386 1280 1366 1319 1206 191 168 146 126 47 1202 1175 601 540 489 469 447 574 109 352 61 1015 988 87 54
is_linear=0
shrinkage=0.00345906


Tree=318
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 44 1 4 4 0 3 4 15 52 2 2 4 48 4 1 47 0 1429 15 4 3 1 15
split_gain=3115.75 538.196 322.764 244.541 180.538 167.963 110.375 97.8046 87.962 87.6793 80.5245 85.8346 77.3078 70.3195 66.2712 63.7727 57.2007 52.7177 67.8105 52.5354 49.442 47.3051 45.3426 44.1906 44.271 45.251 66.4314 93.1806 40.3779 39.4809
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.062655000000000016 0.094585000000000016 0.093575000000000019 -0.067104999999999984 0.018150000000000003 -0.11173999999999999 0.31370500000000007 0.40473500000000007 -0.097454999999999986 1.0000000180025095e-35 0.094835000000000017 0.14753000000000002 0.49041500000000005 0.016865000000000002 -0.020529999999999996 0.083345000000000016 0.084210000000000021 -0.079119999999999982 0.086825000000000013 0.040760000000000005 -0.17966999999999997 -0.10831999999999999 0.081670000000000006 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 10 12 16 -7 11 14 17 -6 -1 21 -5 18 19 -4 -16 -12 -23 -13 25 26 28 -28 -25 -14
right_child=1 2 7 8 13 9 -8 -9 -10 -11 15 23 29 -15 20 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0088080352276993443 0.0079916376874311877 0.00377977329789657 0.0055798698045464714 0.008730982767666793 0.0071247691020304271 0.0032571331649821319 0.0098336038703733773 0.0054571288621210017 0.0043050926199953345 0.0068138292624384594 0.00709033686978298 0.0083503753205618272 0.0018037279141157017 0.0042792847927682403 0.0074831944158799107 0.0081015275719195454 0.0057984546521248018 0.001097498674256356 0.0020766278495027621 0.0024066751383112358 0.0044048380123400694 0.0033314640537110449 0.0064822997139097494 0.0069371631384029355 0.0092031924067435007 0.0080481173688554414 0.0034571339987804761 0.0070760980347827854 0.0088418044591613669 -0.00043894012507408609
leaf_weight=22 76 233 35 27 74 20 85 22 60 136 94 1180 39 31 21 99 44 46 74 21 35 20 27 56 52 308 25 63 56 40
leaf_count=22 76 233 35 27 74 20 85 22 60 136 94 1180 39 31 21 99 44 46 74 21 35 20 27 56 52 308 25 63 56 40
internal_value=0 0.00400981 0.00351775 0.00782667 0.00455792 0.00794678 0.00806244 0.0022485 0.00571889 0.00635784 0.00798929 0.00810328 0.00197168 0.00628467 0.00647555 0.00712581 0.00691364 0.00255677 0.00307312 0.00438992 0.00555922 0.00644073 0.00514152 0.00817625 0.00780934 0.00766666 0.00707922 0.00604798 0.00788948 0.0006682
internal_weight=0 691 615 2430 338 2299 2143 277 131 156 2058 1818 255 105 78 240 71 176 130 56 56 141 47 1740 560 508 200 88 112 79
internal_count=3121 691 615 2430 338 2299 2143 277 131 156 2058 1818 255 105 78 240 71 176 130 56 56 141 47 1740 560 508 200 88 112 79
is_linear=0
shrinkage=0.00158606


Tree=319
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 45 1 2 4 0 49 1 4 150 4 12 4 12 3 2 47 0 43 3 131 48 15
split_gain=3548.08 576.582 371.885 311.961 214.656 190.834 120.909 88.1665 83.6156 79.7989 75.5698 74.1265 60.8544 102.665 70.7631 61.0707 56.5179 54.3807 43.602 51.7624 38.2396 36.2197 34.9213 33.729 31.5582 51.6643 27.2561 24.3203 23.6445 22.2696
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.14285500000000004 0.10783500000000001 0.09253500000000002 0.14960000000000004 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0067750000000000006 1.0000000180025095e-35 0.40945500000000007 0.088105000000000003 -0.52556499999999995 0.095780000000000018 -0.13927999999999999 0.087995000000000004 0.090100000000000013 -0.065229999999999996 -0.065269999999999981 -0.010424999999999999 0.091440000000000007 0.016865000000000002 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 23 6 12 16 10 -5 17 -6 13 14 -1 18 20 28 19 -14 -7 -21 -16 -3 -20 -26 -19 -2 -4 -12
right_child=1 2 8 9 11 7 -8 -9 -10 -11 29 -13 15 -15 22 -17 -18 26 24 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0075247053731903575 0.0081651563456867672 0.0021311271629768725 0.0033061399488109782 0.0064953966703903115 0.0066619883650939011 0.0075412473211614863 0.010050898420323522 0.0038706297346543213 0.0040511886123611156 0.0030170641918023829 0.00011560670712564102 0.0033077203190053335 0.011067267182291606 0.0093020599434033291 0.0058989328777361676 0.0065196521969229666 0.0041963732822761814 0.0013770811365575687 0.0077208708494450988 0.0057855971492602977 0.0063690037617172221 0.0082220831373521677 0.0032566305449474565 0.0041617217433522549 0.0041178498243563729 0.0078363391151881952 -0.0004872693334142956 0.0058031302030866231 0.00097626080312391043 -0.0019326398442021725
leaf_weight=45 54 190 35 34 71 181 79 39 21 63 27 32 21 36 33 110 27 41 733 21 192 749 34 32 22 29 73 20 25 52
leaf_count=45 54 190 35 34 71 181 79 39 21 63 27 32 21 36 33 110 27 41 733 21 192 749 34 32 22 29 73 20 25 52
internal_value=0 0.00270821 0.00211293 0.00745202 0.00343673 0.0075847 0.00783449 0.00649675 0.000542738 0.00423627 0.000251523 0.00561989 0.00773897 0.00661403 0.00575002 0.00783778 0.00675279 0.000925351 0.00792984 0.00823293 0.00693784 0.00815563 0.00455806 0.00242383 0.00762404 0.00623228 0.000183243 0.00752677 0.00233536 -0.00123261
internal_weight=0 673 599 2448 325 2351 1912 439 274 97 253 103 1833 148 112 1685 400 174 1575 791 373 770 67 222 784 51 114 74 60 79
internal_count=3121 673 599 2448 325 2351 1912 439 274 97 253 103 1833 148 112 1685 400 174 1575 791 373 770 67 222 784 51 114 74 60 79
is_linear=0
shrinkage=0.00182977


Tree=320
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 4 150 14 0 1 4 0 4 47 3 160 1 0 43 3 15 10 16
split_gain=4286.62 686.042 430.9 341.91 238.423 223.498 142.061 127.046 112.838 106.887 94.7327 82.7442 86.3189 79.938 69.9943 134.261 128.288 63.2852 47.1363 57.7429 42.722 41.6862 63.6408 37.2392 38.7423 36.0088 34.3517 33.7571 36.5926 32.6754
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.077845000000000011 0.40473500000000007 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0067750000000000006 -0.079119999999999982 -0.55119499999999988 0.090100000000000013 -0.097174999999999984 -0.016279999999999996 0.076935000000000017 -0.010949999999999998 -0.080324999999999994 -0.010424999999999999 -0.41942499999999994 -0.38124499999999995 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 14 11 13 -5 -6 12 -4 23 -1 16 -16 18 -17 -20 -3 22 -21 24 -7 -11 -14 -13 -29 -10
right_child=1 2 7 9 10 8 -8 -9 29 25 -12 27 26 -15 15 17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.009828713669351976 0.0075597897102322618 0.003659728989442041 0.0041597460470335556 0.0072222971249561235 0.0068418658337747835 0.0070692482700874248 0.0093273187698529828 0.0045970176268300281 0.0041961092545074706 0.0050045826511764214 0.0043080592115016629 0.0022624711028662084 0.0030573545238657008 0.0050114666375249365 0.0076407317134476712 0.0079079599622930655 0.0052375426188196756 0.0068116721074236372 0.0093198790484567019 0.0047065296600932198 0.0051328182463794532 0.0075238829184985827 0.0071851701910749357 0.0078035820800666494 0.0055680337807076513 0.0031010135075031945 0.001664884722685084 0.001786361897125039 -0.00017203323380838968 0.0061844577712036261
leaf_weight=21 71 191 44 28 71 273 76 37 27 49 30 32 40 27 64 1148 63 102 22 20 33 311 57 92 27 20 69 25 30 21
leaf_count=21 71 191 44 28 71 273 76 37 27 49 30 32 40 27 64 1148 63 102 22 20 33 311 57 92 27 20 69 25 30 21
internal_value=0 0.00404508 0.00363055 0.00745186 0.00456432 0.00754261 0.00772613 0.00253497 0.00680225 0.00525226 0.00608925 0.00221707 0.00274641 0.00700115 0.00765882 0.00763332 0.0064486 0.00772396 0.00778369 0.00743573 0.00387675 0.0073289 0.00654137 0.00713819 0.00693414 0.00445282 0.00217588 0.00128617 0.000718146 0.00506601
internal_weight=0 673 602 2448 325 2351 1884 277 467 97 101 240 153 419 1808 1787 127 1660 1558 410 224 388 77 392 300 69 109 87 55 48
internal_count=3121 673 602 2448 325 2351 1884 277 467 97 101 240 153 419 1808 1787 127 1660 1558 410 224 388 77 392 300 69 109 87 55 48
is_linear=0
shrinkage=0.00119551


Tree=321
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 1 2 49 50 475 40 2 12 4 52 52 15 1 1 2 16 16 52
split_gain=4392.88 729.425 351.445 347.49 245.929 242.731 193.809 158.964 158.935 139.826 119.415 107.581 74.4327 110.411 73.9509 56.3912 55.2697 48.5306 48.2032 47.3765 47.3621 46.7114 69.3264 44.2976 42.7529 41.8201 38.9185 38.8699 34.0014 33.5743
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.054984999999999992 0.041865000000000006 -0.066784999999999983 -0.078554999999999986 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.039215000000000007 -0.090859999999999982 -0.087894999999999987 0.076935000000000017 0.13436000000000001 0.11411 0.19444000000000003 0.19444000000000003 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 17 -8 -9 12 -4 16 19 18 -2 23 -7 -3 -14 20 -1 22 -18 -6 -24 29 -5 -23 -21 -10
right_child=1 4 10 26 15 11 7 8 25 -11 -12 -13 13 -15 -16 -17 21 -19 -20 28 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010622932657059304 0.0046551573489753764 0.0024073136174468344 0.0072682064587511631 0.0046180173938302135 0.00055281965988991514 0.0085438737731112699 0.0070166794318816499 0.0065391289583831644 0.0028302647429724439 0.010185144530394721 0.0037692227441655846 0.0046755396901692527 0.0055181339841416099 0.004297903691621743 0.0075187312012430542 0.0024519845163867892 0.0072688500300173041 0.00028804803031679904 0.0078706530507493596 0.0079128621838894311 0.0083553861566820504 0.0078831082949400184 0.0060769571195389239 -0.0019513019484751703 0.0035800610248169639 0.00089206851638629471 0.0025148899759794016 0.0057439424835369242 0.0063110117449392995 0.0048551961812747183
leaf_weight=21 24 46 34 31 64 60 30 30 144 76 61 41 21 23 127 26 116 51 272 293 1131 140 66 21 20 22 54 22 33 21
leaf_count=21 24 46 34 31 64 60 30 30 144 76 61 41 21 23 127 26 116 51 272 293 1131 140 66 21 20 22 54 22 33 21
internal_value=0 0.00356724 0.00784223 0.00570155 0.00246022 0.00795699 0.00308501 0.00378873 0.00334247 0.00819753 0.00502149 0.00698967 0.00811333 0.00745427 0.00706359 0.000523916 0.00721345 0.00129306 0.00770204 0.00825423 0.00839672 0.00699415 0.00651419 -6.58457e-05 0.00549628 0.00282964 0.00328191 0.0075926 0.00775071 0.00308798
internal_weight=0 691 2430 236 455 2335 344 247 217 1870 95 465 1794 316 151 111 424 97 293 1478 1152 364 202 85 86 187 85 162 326 165
internal_count=3121 691 2430 236 455 2335 344 247 217 1870 95 465 1794 316 151 111 424 97 293 1478 1152 364 202 85 86 187 85 162 326 165
is_linear=0
shrinkage=0.00149608


Tree=322
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 1 1 2 150 49 50 2 12 4 40 1 475 2 47 1 2 157 16 11
split_gain=5701.76 858.579 464.642 411.853 299.82 299.496 202.101 176.403 149.102 166.534 136.52 129.808 90.9447 104.567 89.8546 83.1141 63.2832 61.0835 57.4301 66.3601 56.884 53.6813 41.7757 40.3166 39.2527 38.5985 37.8743 35.9719 29.9908 29.3348
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.13501500000000002 0.09253500000000002 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.054984999999999992 0.041865000000000006 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 -0.078554999999999986 0.13436000000000001 -0.079029999999999975 0.31358000000000003 0.090280000000000013 0.13075500000000004 0.087675000000000017 -0.061169999999999995 0.19444000000000003 0.084110000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 20 12 -8 -10 14 -4 18 17 22 -2 23 -14 19 -1 -3 -11 -7 -6 -17 29 -21 -20 -29 -5
right_child=1 4 11 25 16 10 8 -9 9 21 -12 -13 13 -15 -16 24 -18 -19 27 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012123224737070976 0.0050344332154643604 0.0025638631578975245 0.0078934350152103094 0.0030083817959828652 0.0002863010109620134 0.0095322632708559462 0.0071634306152961909 0.011483696614124584 0.0069845584423456073 0.0032570434462249678 0.0053408815181899289 0.0041555989505757864 0.0061836122599136529 0.005309069559058739 0.0053654513019137 0.0091466737607471173 0.002368856390742159 0.0088016162543308255 0.00677668501509691 0.0095580250651928055 0.00018575069086975403 0.00068664054062258226 0.0080719598903911637 -0.0020724070908229629 0.0073890081014370244 0.0017730316618298984 0.008962691390021385 0.0089722534888820177 0.0073508944707637641 0.0051643331921733303
leaf_weight=21 23 45 34 30 61 54 30 76 28 158 48 63 23 25 27 58 26 268 22 754 51 22 338 24 63 24 383 282 30 30
leaf_count=21 23 45 34 30 61 54 30 76 28 158 48 63 23 25 27 58 26 268 22 754 51 22 338 24 63 24 383 282 30 30
internal_value=0 0.00370564 0.00877241 0.00613834 0.00245922 0.00890884 0.00318873 0.00918279 0.00395038 0.00348695 0.00780363 0.00546577 0.00908607 0.00833476 0.00808576 0.00772088 0.000264116 0.00859469 0.0092452 0.00940764 0.00130049 0.00294288 0.00827312 -0.000379687 0.00823153 0.00342541 0.00935749 0.008682 0.00881635 0.00408636
internal_weight=0 673 2448 228 445 2351 334 1884 238 208 467 97 1808 316 419 144 111 291 1492 1158 96 180 392 85 121 84 1137 334 312 60
internal_count=3121 673 2448 228 445 2351 334 1884 238 208 467 97 1808 316 419 144 111 291 1492 1158 96 180 392 85 121 84 1137 334 312 60
is_linear=0
shrinkage=0.00154168


Tree=323
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 4 0 15 150 1 0 2 1 4 132 1 40 47 475 1 16 3 160
split_gain=4308.85 706.274 331.557 317.066 252.654 223.971 167.913 155.601 133.757 121.602 118.456 95.7882 79.9526 78.9504 81.5451 70.7507 59.9958 58.3854 57.6226 53.5594 53.3152 47.6144 64.8573 47.2876 43.9615 42.1939 37.197 36.9412 36.438 63.747
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.09253500000000002 0.14753000000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.083345000000000016 -0.079119999999999982 0.11704500000000001 0.13436000000000001 -0.55119499999999988 0.088890000000000011 0.15799000000000005 -0.077714999999999992 0.093140000000000014 -0.079029999999999975 0.11910500000000002 -0.12029499999999999 -0.097174999999999984 -0.054789999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 23 -8 12 -9 -4 15 13 14 -1 25 27 -15 -2 -11 -19 22 -6 -3 -18 -7 -5 -14 29 -22
right_child=1 4 10 26 21 11 7 9 -10 19 -12 -13 16 17 -16 -17 24 20 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011106940937535198 0.0090908625556647554 0.002906248924123154 0.0090228579399747912 0.0051537528759650446 0.00057112824843747302 0.010633596130617083 0.0084344151328701045 0.0074662472146933608 0.012392162148536079 0.0037880644691815233 0.004697712266353367 0.0053130495260203092 0.010148007731290067 0.010333655384192028 0.0068962891298772425 0.0058486925086321303 0.0048047498866001905 0.012291860642325713 0.0056750247773758068 0.0010716509023394225 0.0053530547394538231 0.0025953093228597147 -0.0033558582810407126 0.00028268912257859395 0.0083790502246739434 0.0087441674364306388 0.0026505901227339549 0.0077770408650350668 0.0096481100069583364 0.0092027807162589573
leaf_weight=23 124 46 34 47 55 47 30 29 79 162 63 30 75 1173 53 27 20 23 20 30 20 23 20 50 30 335 37 33 323 60
leaf_count=23 124 46 34 47 55 47 30 29 79 162 63 30 75 1173 53 27 20 23 20 30 20 23 20 50 30 335 37 33 323 60
internal_value=0 0.00426188 0.00959719 0.0069345 0.00289254 0.00973679 0.00364032 0.0044437 0.010013 0.00390198 0.00621374 0.0085339 0.00991044 0.0100302 0.00817057 0.00877015 0.00864057 0.0101186 0.00861644 0.00336362 0.00952648 0.000244765 -0.000476068 0.00153981 0.00694933 0.00897664 0.00405117 0.00942355 0.00936865 0.00824035
internal_weight=0 673 2448 228 445 2351 347 251 1912 221 97 439 1833 1675 76 409 158 1599 144 192 426 98 75 96 50 382 84 108 403 80
internal_count=3121 673 2448 228 445 2351 347 251 1912 221 97 439 1833 1675 76 409 158 1599 144 192 426 98 75 96 50 382 84 108 403 80
is_linear=0
shrinkage=0.00186744


Tree=324
num_leaves=31
num_cat=0
split_feature=1 3 1 45 4 2 0 4 1 16 2 3 2 47 3 10 483 15 11 52 43 133 16 16 159 51 16 4 12 0
split_gain=293.087 66.8647 32.2324 38.792 29.6815 29.8497 26.5711 21.3997 21.3187 22.3662 20.3473 19.5392 19.0084 18.8445 18.1341 17.0068 16.222 14.7318 14.6392 15.644 12.546 15.7122 11.9037 13.7834 17.5402 12.9808 19.8634 13.4922 12.7295 11.73
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -0.03898999999999999 0.10276500000000001 0.22582000000000002 0.042705000000000007 0.083345000000000016 -0.44310499999999992 0.13712500000000002 -0.13927999999999999 0.13913500000000004 0.084210000000000021 0.10299500000000002 -0.062879999999999978 0.086010000000000017 0.013270000000000002 1.0000000180025095e-35 0.11125500000000001 0.042785000000000004 -0.42671999999999993 0.013515000000000001 0.083160000000000026 1.0000000180025095e-35 0.0053700000000000006 -0.14035499999999998 -0.0043399999999999992 0.094835000000000017 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 10 -2 29 7 12 9 -9 16 -7 14 -10 18 -4 17 -3 20 -20 22 -22 25 24 -24 -1 -27 -28 -25 -6
right_child=1 2 15 -5 5 11 -8 8 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 28 -26 26 27 -29 -30 -31
leaf_value=0.0055485630862402227 0.0055210354795771008 0.0017426124824179259 -0.0028296360943899168 0.0067297848293361249 0.0048598499389010431 0.0025438453492965204 0.0010305364654763498 0.0060793480016618816 1.5762924424532398e-07 0.003921055589356715 0.00027694631303122152 -0.0012779333254827605 0.0018049822597255279 0.0038601318083929122 0.0029872937642115944 0.0007224631260247616 0.0044870167057163924 0.0042563163170015765 0.0071052788872704139 0.0038018335925401985 0.0055237736413208853 0.003783161484430871 0.0043598221735186692 0.0055280306777738871 0.00075685499086084135 0.0069160729177835962 0.0048346219749697602 0.0028075552364389997 0.003397967900648649 0.0024818588354935962
leaf_weight=1078 87 235 20 21 86 55 20 83 24 176 70 22 20 39 44 76 36 31 85 21 98 161 65 168 21 36 108 60 41 34
leaf_count=1078 87 235 20 21 86 55 20 83 24 176 70 22 20 39 44 76 36 31 85 21 98 161 65 168 21 36 108 60 41 34
internal_value=0 0.00253102 0.00176282 0.00219772 0.00385372 0.0031174 0.00496415 0.00499795 0.00417777 0.00461271 0.00194188 0.00145191 0.0051296 0.00238967 0.00516308 -1.75575e-05 0.00232779 0.00203556 0.00521238 0.00645082 0.00514088 0.00444177 0.00525569 0.00463494 0.00348003 0.00539854 0.00460574 0.00411067 0.00511017 0.00418609
internal_weight=0 773 489 393 284 197 2348 2328 322 259 372 77 2006 63 1986 96 302 266 1942 106 1836 259 1577 295 86 1282 204 168 209 120
internal_count=3121 773 489 393 284 197 2348 2328 322 259 372 77 2006 63 1986 96 302 266 1942 106 1836 259 1577 295 86 1282 204 168 209 120
is_linear=0
shrinkage=0.00342736


Tree=325
num_leaves=31
num_cat=0
split_feature=1 155 3 148 2 9 3 0 10 132 10 3 11 40 15 45 3 4 4 4 2 16 0 475 1 43 0 2 13 13
split_gain=237.401 55.8525 37.3289 30.5382 27.0943 40.3942 22.3974 21.8586 20.436 20.0084 19.7865 19.1574 18.9138 20.1929 18.0869 18.0388 21.1741 19.7533 19.3267 23.3975 16.7081 15.925 15.0933 13.3591 13.0954 19.985 13.0428 13.6759 12.8555 31.6855
threshold=0.10124500000000002 0.11198500000000002 0.31370500000000007 -0.10069499999999999 0.10222000000000002 -1.0000000180025095e-35 0.084940000000000015 0.18019500000000002 0.069930000000000006 0.10365500000000001 -0.0026549999999999994 0.11658 0.086595000000000019 -0.063404999999999989 -0.42198999999999992 0.081955000000000014 0.090900000000000009 0.015030000000000002 -0.062539999999999984 0.0033150000000000007 0.15950500000000004 -0.16927999999999996 -0.085669999999999982 -0.064549999999999982 0.093100000000000002 -0.14386499999999997 -0.11991499999999998 0.087245000000000003 0.030370000000000005 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 10 12 15 -7 20 -5 -8 13 21 -15 16 17 22 -18 -20 -4 -6 24 -19 25 -1 27 -25 -24 -30
right_child=1 -3 9 4 6 8 11 -9 -10 -11 -12 -13 -14 14 -16 -17 18 23 19 -21 -22 -23 28 26 -26 -27 -28 -29 29 -31
leaf_value=0.0064924563499134781 -0.0016273823956228124 0.004622835844163703 0.00020554497263153724 0.0019401465842869324 1.6101231134205509e-06 0.0040171890481055074 0.0047609436593509611 0.0012848615798991417 0.0013764504276115354 0.0022021445426508865 -0.0016593398287161527 0.001933502235314312 0.0028642985316966857 0.0012917653249098807 -0.001675526472187194 0.0066930143762758054 0.0037776905857898227 0.0010690650327534563 -0.0012749924290386503 0.00297264098662772 -0.0028962179047243275 0.0026698537485442286 0.0040685170450732687 0.0067546686174696806 0.0021490593880770523 0.0044261596025502257 0.0031750503595917774 0.0038226661162497726 0.0015739127408099919 0.0041244387861553659
leaf_weight=46 20 68 51 46 35 163 29 28 32 29 20 89 39 30 50 22 62 22 20 29 23 49 980 20 21 600 251 53 69 125
leaf_count=46 20 68 51 46 35 163 29 28 32 29 20 89 39 30 50 22 62 22 20 29 23 49 980 20 21 600 251 53 69 125
internal_value=0 0.00200797 0.00175575 0.00204331 0.00216945 0.00289237 0.00158166 0.00393828 0.00358384 7.50677e-05 0.000849393 0.00262838 0.000973219 0.000523511 -0.000562792 0.0039703 0.00394424 0.00400957 0.00265697 0.00123891 -0.000758516 0.00155809 0.00413405 0.00334726 0.00449697 0.0045733 0.00350195 0.00462595 0.00392785 0.00321729
internal_weight=0 773 705 602 582 261 321 2348 195 103 66 118 203 164 80 2320 2298 2187 111 49 74 84 1841 346 667 646 324 73 1174 194
internal_count=3121 773 705 602 582 261 321 2348 195 103 66 118 203 164 80 2320 2298 2187 111 49 74 84 1841 346 667 646 324 73 1174 194
is_linear=0
shrinkage=0.00302119


Tree=326
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 124 4 2 4 1 2 475 4 15 2 1429 10 2 52 52 49 1 16 133 12 52
split_gain=3570.1 609.985 386.606 312.921 195.362 180.971 101.678 100.865 95.0623 85.6723 74.3325 72.3441 71.394 55.0228 108.719 41.4722 41.1616 40.4692 38.3028 44.0582 37.1043 36.1175 36.0695 51.1446 34.5029 33.7167 32.4721 31.4602 30.9003 29.2053
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.13501500000000002 -0.080389999999999989 0.27834500000000006 0.14753000000000002 0.40945500000000007 0.089625000000000024 0.090425000000000019 -0.066784999999999983 -0.55119499999999988 -0.41942499999999994 0.087675000000000017 0.084770000000000012 -0.38124499999999995 -0.0091949999999999983 0.039215000000000007 -0.10925999999999998 -0.08130999999999998 0.076935000000000017 0.19444000000000003 0.084990000000000024 0.10345000000000001 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 7 11 13 15 24 -6 12 -4 16 21 -7 -1 -13 19 -18 -19 -15 23 28 -5 -25 -24 -26 -17 -3
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 17 -14 14 -16 22 18 20 -20 -21 -22 -23 26 25 27 -27 -28 -29 -30 -31
leaf_value=0.011582530397168344 0.0088115473072928555 0.0030874867537450607 0.0040767029391025455 0.0059489578382564915 0.007760799999629457 0.0094243036182685216 0.0046024604163389798 0.011051217774391464 0.0053601656723990462 0.0080784679653929867 0.0044947814326177973 0.0016924525469902236 0.0013571657899327362 0.0062683818499545112 0.004476653869676485 0.0085694171567911818 0.0093907073784423398 0.00076508324882148529 0.0087213652102305812 0.0071279327846221086 -0.0022074100661784225 0.0087211489862485756 0.0087562407852207879 0.0068694026542259886 0.0017548359155275623 0.0042032330102791376 0.0063521220513233449 0.0049127902719160749 0.0061392803830194872 0.0043668667966885637
leaf_weight=21 76 108 44 26 72 60 37 76 48 28 33 32 109 21 23 89 766 25 662 29 30 272 139 67 21 20 21 20 21 125
leaf_count=21 76 108 44 26 72 60 37 76 48 28 33 32 109 21 23 89 766 25 662 29 30 272 139 67 21 20 21 20 21 125
internal_value=0 0.0039953 0.00340012 0.00863727 0.00469353 0.0087677 0.00182188 0.00901787 0.00776167 0.00543134 0.00673434 0.00139321 0.00213925 0.00893173 0.00824921 0.0080381 0.00907765 8.11869e-05 0.00904155 0.00930817 -0.000856277 0.00854535 0.00780513 0.00728892 0.00432508 0.00625649 0.0084407 0.0032953 0.00810548 0.00377385
internal_weight=0 691 615 2430 338 2335 277 1870 465 95 105 240 153 1794 316 417 1478 87 1457 795 55 293 357 197 67 87 160 41 110 233
internal_count=3121 691 615 2430 338 2335 277 1870 465 95 105 240 153 1794 316 417 1478 87 1457 795 55 293 357 197 67 87 160 41 110 233
is_linear=0
shrinkage=0.00180201


Tree=327
num_leaves=31
num_cat=0
split_feature=1 155 1 1348 12 2 0 132 39 457 4 49 15 15 14 45 0 1 4 3 151 0 52 3 48 16 4 12 12 133
split_gain=227.153 52.1893 33.146 25.8374 24.8741 20.9053 33.1258 17.4731 17.3488 16.7849 16.66 16.595 18.0923 17.7624 15.0681 15.0818 18.9113 31.3663 20.8046 19.4933 17.9233 17.1268 15.562 13.8669 12.5117 15.5422 13.0402 11.5273 24.2942 11.0444
threshold=0.10124500000000002 0.089885000000000007 0.13707500000000003 0.092395000000000019 0.088105000000000003 0.11362000000000001 0.034820000000000011 0.090440000000000006 0.10076500000000001 -0.079829999999999984 -0.010384999999999998 -0.032624999999999994 -0.30407999999999996 -0.41942499999999994 0.062655000000000016 0.081955000000000014 -0.10836499999999999 0.083345000000000016 0.022185000000000003 -0.0043399999999999992 -0.029339999999999995 -0.097734999999999989 1.0000000180025095e-35 -0.0063699999999999989 0.093265000000000015 0.22339500000000004 -0.51843499999999987 0.10711000000000002 0.11734000000000001 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 8 23 9 14 -2 -6 -4 13 -13 15 16 17 -1 21 -19 -21 -18 -20 -7 26 -26 -23 -12 -29 -11
right_child=1 -3 11 -5 10 6 -8 -9 -10 29 27 12 -14 -15 -16 -17 18 19 22 20 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0046284415987360378 0.0048129636627639904 0.0047271857384096625 -0.0018449301861000662 -0.0014958526080758739 0.0055651438270665123 0.0041337761751140678 -0.0008229612523573995 -0.0010707911620150045 0.0013332872971892871 0.0021793875504851241 0.0038745228576139486 0.0011301988433924845 0.0028877777599511148 -0.0021916908985136442 0.0058218807333162868 0.0071869989240057521 0.0069092837656680598 -0.0012302105946007322 0.0024848928419299783 0.0052721230000773132 0.0012724021212069949 0.006530396637437829 0.0050404553747694049 0.001093633326617666 0.0041814385381917637 0.0014660235030535998 0.0045372006590661687 -0.00067549535741446068 0.0039412871332337911 0.00033421041100285728
leaf_weight=89 25 84 28 20 37 133 21 21 21 258 69 66 42 26 88 22 35 20 101 20 37 39 38 20 94 33 1537 25 28 44
leaf_count=89 25 84 28 20 37 133 21 21 21 258 69 66 42 26 88 22 35 20 101 20 37 39 38 20 94 33 1537 25 28 44
internal_value=0 0.00219398 0.00188515 0.00229911 0.00244881 0.00432147 0.00318611 0.00193915 0.00441234 0.00213245 0.00356428 0.000538505 0.00103654 0.000191404 0.00444237 0.00438358 0.00435339 0.0032521 0.00445079 0.00166126 0.00267581 0.00455214 0.00318354 0.00373637 0.0045037 0.00347586 0.00458652 0.00295747 0.00176356 0.00191055
internal_weight=0 773 689 527 507 2348 174 348 2174 327 159 162 134 92 2153 2065 2043 166 1877 77 57 1738 139 153 1703 127 1576 122 53 302
internal_count=3121 773 689 527 507 2348 174 348 2174 327 159 162 134 92 2153 2065 2043 166 1877 77 57 1738 139 153 1703 127 1576 122 53 302
is_linear=0
shrinkage=0.00340407


Tree=328
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 16 4 1 49 2 2 50 1 4 0 40 1 2 1 11 1 2 52 475
split_gain=5879.41 919.958 486.313 430.93 326.73 273.84 239.274 187.101 148.606 148.346 146.834 107.782 104.477 99.4862 92.3103 83.9017 67.7674 64.9479 60.5299 74.7766 60.6994 57.9402 49.6091 45.9622 45.4002 42.1836 36.7859 35.3503 36.3913 36.0893
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.5315899999999999 -0.15289999999999995 0.089770000000000016 -0.054984999999999992 0.08647500000000001 -0.0091949999999999983 0.041865000000000006 0.076935000000000017 -0.15464999999999998 -0.019414999999999998 -0.077714999999999992 0.11910500000000002 0.31358000000000003 0.13265500000000002 0.084680000000000019 0.12958500000000003 0.087675000000000017 0.31405000000000005 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 21 26 11 -4 13 -7 -9 27 -2 16 -15 23 20 -20 -13 -3 -5 -6 -14 -16 -8 28 29 -1
right_child=1 4 9 22 17 8 7 12 -10 -11 -12 18 24 15 25 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071737683703473835 0.0048641526323335502 0.0025912008448016554 0.0074912576238824417 0.0044238542837563531 0.00070737256391250204 0.0046828416828784353 0.0070106881299304294 0.0062246783240044231 0.0052708647419657043 0.004051375260769919 0.010422204451852808 0.0077428771988972316 0.0032936949106015328 0.0057986682555251296 0.0072748208785359918 0.0052922611263709653 0.0081750466290270302 0.0024922729607199713 0.0093610345475284504 0.0070881420116143063 0.0059810237693756329 0.00052728494035480362 0.0023693801380368362 -0.0014606783034761353 0.0012827167372787376 0.0090182151720551371 0.0047423201024318889 0.0083726630923368264 0.0070795386166932596 0.0088978140391477792
leaf_weight=22 23 46 34 47 61 20 34 20 48 63 71 368 141 23 87 22 261 26 82 37 38 50 37 24 23 34 20 571 21 767
leaf_count=22 23 46 34 47 61 20 34 20 48 63 71 368 141 23 87 22 261 26 82 37 38 50 37 24 23 34 20 571 21 767
internal_value=0 0.00374006 0.00816932 0.00590786 0.00262937 0.00828947 0.00328496 0.00399839 0.00750958 0.00525711 0.00855254 0.00770675 0.00336091 0.00847386 0.00730142 0.00778917 0.00798259 0.00065669 0.00782195 0.00865434 0.00757797 0.00151624 0.00351891 9.5217e-05 0.00301167 0.0077647 0.00617055 0.00862557 0.00880385 0.00884974
internal_weight=0 673 2448 228 445 2351 334 238 593 97 1758 545 184 1687 144 306 284 111 525 119 406 96 84 85 164 121 54 1381 810 789
internal_count=3121 673 2448 228 445 2351 334 238 593 97 1758 545 184 1687 144 306 284 111 525 119 406 96 84 85 164 121 54 1381 810 789
is_linear=0
shrinkage=0.00132718


Tree=329
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 4 2 124 2 14 49 159 150 52 2 1 2 1 3 3 1 3 4 457 16 1 1 49
split_gain=2881.89 495.052 278.807 198.803 176.125 147.803 115.252 98.9298 83.5169 76.5022 60.6958 51.0409 49.464 46.9418 44.3198 41.6661 40.2456 39.0521 56.767 38.5146 37.1905 37.1091 41.4872 34.5706 33.4583 31.3061 30.3904 29.3595 29.1973 28.4495
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.27834500000000006 -0.064804999999999988 0.089885000000000007 -0.080389999999999989 0.16394500000000004 0.062655000000000016 -0.054984999999999992 0.082585000000000006 1.0000000180025095e-35 -0.56176499999999996 0.11474000000000002 0.089370000000000019 0.09678500000000001 1.0000000180025095e-35 0.30112000000000005 0.076840000000000006 0.13075500000000004 -0.0069549999999999994 -0.14723499999999998 0.048635000000000005 0.13751500000000003 0.091785000000000019 0.11910500000000002 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 13 6 8 -6 11 25 20 27 -2 14 16 -10 23 19 -19 -17 21 22 -9 -3 -20 -4 -7 -1 -5 -16
right_child=1 4 9 28 7 26 -8 10 15 -11 -12 -13 -14 -15 29 17 -18 18 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079611589643449523 0.0046505287736968333 0.0047086111391904401 0.0028456670385552298 0.0045211565589079652 0.0048785992692171208 0.0036846335399284848 0.0040003030748072188 0.0032414904413267812 0.0088340569279698068 0.007015089545522918 0.00016197059561776707 0.0093866110810653606 0.0071583585588967935 0.002504068616877271 0.0043062108746803017 0.0072254669750328919 0.0034917788240348955 0.0039407231989526644 0.0085024607852653474 0.0086668638382091014 0.0011356694829963972 0.0039813740677318811 0.0011544081088036087 0.0073288614245177273 0.0058180628885431528 0.0050419694217939638 0.0062542575433669695 0.0072825618815410744 0.0026273670940401982 0.0020035224152949952
leaf_weight=1142 24 24 36 48 28 27 22 44 43 28 52 59 127 38 40 709 21 22 22 51 68 36 55 28 26 31 21 191 37 21
leaf_count=1142 24 24 36 48 28 27 22 44 43 28 52 59 127 38 40 709 21 22 22 51 68 36 55 28 26 31 21 191 37 21
internal_value=0 0.00377376 0.00748155 0.00565658 0.00279718 0.00759101 0.0076494 0.00202013 0.00768484 0.00479124 0.00170626 0.00792846 0.00675976 0.00407569 0.00452138 0.00729639 0.00536359 0.00721673 0.00607171 0.00732219 0.00210184 0.0025885 0.002082 0.00611952 0.00704841 0.00386187 0.00480884 0.00786393 0.0036968 0.00351348
internal_weight=0 691 2430 236 455 2335 2287 283 2265 95 255 1392 151 172 134 873 73 830 70 760 203 135 99 52 48 67 48 1333 85 61
internal_count=3121 691 2430 236 455 2335 2287 283 2265 95 255 1392 151 172 134 873 73 830 70 760 203 135 99 52 48 67 48 1333 85 61
is_linear=0
shrinkage=0.00160204


Tree=330
num_leaves=31
num_cat=0
split_feature=1 12 3 1 2 15 3 4 12 47 4 4 0 2 52 0 42 0 11 4 0 0 12 43 4 15 0 48 3 3
split_gain=1968.75 256.023 234.898 138.522 128.042 101.038 95.208 88.1973 76.3245 75.5052 61.4166 60.1527 55.6573 71.1255 49.6479 48.9965 48.7784 45.8147 42.0721 41.2297 39.2975 38.8936 48.3416 32.3704 32.0259 71.7009 35.6241 30.5671 28.9978 28.1564
threshold=0.10920500000000001 0.051320000000000005 -0.053259999999999995 0.08864000000000001 0.11411 0.035560000000000008 0.31534000000000006 0.40124500000000002 0.090285000000000018 0.090100000000000013 0.061775000000000004 -0.17966999999999997 -0.066089999999999996 0.092235000000000025 0.048770000000000008 -0.036484999999999997 0.11387000000000001 -0.23194499999999998 1.0000000180025095e-35 0.033845000000000007 -0.12333499999999999 -0.097024999999999986 0.13597000000000004 -0.04890499999999999 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.11553500000000001 0.076840000000000006 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 17 15 11 9 8 18 16 -11 -5 13 23 -8 -2 -4 -1 20 21 -3 -10 -23 -13 26 -26 -19 -12 -25 -6
right_child=2 7 6 5 29 -7 14 -9 19 10 27 12 -14 -15 -16 -17 -18 24 -20 -21 -22 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0096317103328458827 0.0071689005806098889 0.0052724870995990878 0.0029841646412683618 0.0077472250366959041 0.0041996984850107017 0.0085891736523033418 3.4928163461639571e-05 0.0038332212319012876 0.0091806512483089443 0.0074245131175413297 0.0054852080045129292 0.0045442205032330202 0.0022885797883250127 0.0039415140072766568 0.0028071272704024638 0.0043042273090755428 0.00033087224035159232 0.0086029345098160223 0.0091433866222484592 0.0063478364010126423 0.0078419706160878701 0.0073585346333949649 0.0047914778081609459 0.0086499949930810543 0.0070850566547357649 0.0035920544580724787 0.0058387482145953358 0.0026061788715121548 0.0056990236912126662 0.0018165301866778494
leaf_weight=22 81 20 188 20 44 25 57 21 37 21 20 22 33 106 34 26 26 51 82 158 1037 740 25 23 76 26 22 31 21 26
leaf_count=22 81 20 188 20 44 25 57 21 37 21 20 22 33 106 34 26 26 51 82 158 1037 740 25 23 76 26 22 31 21 26
internal_value=0 0.00727235 0.00349833 0.00602362 0.00522377 0.0051264 0.00268825 0.00753565 0.00757269 0.00320292 0.00481126 0.00474165 0.00444842 0.00486281 0.00107069 0.00647281 0.0026618 0.00716222 0.00789055 0.00719557 0.00779335 0.00736258 0.00727464 0.00634246 0.00685177 0.00619468 0.00776989 0.00373521 0.00724158 0.00331452
internal_weight=0 2567 554 447 177 250 377 2120 2099 286 72 225 205 172 91 107 214 197 1139 960 1057 802 765 66 175 102 73 51 44 70
internal_count=3121 2567 554 447 177 250 377 2120 2099 286 72 225 205 172 91 107 214 197 1139 960 1057 802 765 66 175 102 73 51 44 70
is_linear=0
shrinkage=0.00181564


Tree=331
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 12 124 12 42 454 2 2 2 2 16 0 43 11 4 4 3 3 16 15 12 0 48 4 16 4
split_gain=285.682 63.079 30.6252 38.9321 27.2892 25.998 23.852 23.5805 21.8202 19.9952 23.3313 24.57 32.5676 19.4701 19.1902 18.5729 18.2764 17.9804 17.7479 15.0409 19.2748 14.8419 27.7316 15.4334 15.3038 12.9889 17.5028 17.0555 17.3633 23.8118
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -1.0000000180025095e-35 0.10711000000000002 -0.076779999999999987 0.11527000000000001 -0.0041849999999999986 -0.037229999999999992 0.13712500000000002 -1.0000000180025095e-35 0.10045500000000002 0.13404500000000005 0.13751500000000003 1.0000000180025095e-35 -0.084154999999999994 0.094815000000000024 -0.033174999999999989 -0.082249999999999976 0.092670000000000016 -0.028564999999999997 -1.0000000180025095e-35 -0.21699999999999997 0.11734000000000001 -0.087519999999999987 0.093265000000000015 -0.50427999999999995 0.013515000000000001 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 9 -2 16 8 -7 -1 -3 11 -11 -13 17 -15 -4 -6 19 -14 25 21 23 -23 -21 -25 -8 27 -27 -29 -30
right_child=1 2 15 -5 5 7 13 -9 -10 10 -12 12 18 14 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0050324960349686599 4.9001307101285368e-05 -0.0014137307012312276 0.00092835994324368966 0.0068619825376723528 0.0025387191842215434 -0.0001641466511777837 0.0068247088576359445 0.0041592275380151504 0.0014085317989857146 0.001049603801550573 0.00031984927309021958 0.0068434120731144929 0.0056482981504181219 0.00093404567635800204 0.0053235330618427662 -0.0026154727854248699 0.0052823112636580767 0.001835185874591524 0.0022928497034967192 0.0071230275308735592 0.0027065865155689243 0.0053572797047475133 0.0097040498508650999 0.0049524501616716584 0.0024740944481460936 0.0071755644126175258 0.002212810637465778 0.0055672316628668202 0.0057060998901814208 0.0011955959498947757
leaf_weight=39 21 20 72 21 36 28 94 34 42 86 67 27 22 27 22 24 165 20 150 39 44 80 23 1394 31 67 20 349 29 28
leaf_count=39 21 20 72 21 36 28 94 34 42 86 67 27 22 27 22 24 165 20 150 39 44 80 23 1394 31 67 20 349 29 28
internal_value=0 0.00256841 0.00180891 0.00224042 0.00387613 0.00418172 0.00501363 0.00220674 0.0031534 0.00197953 0.00217232 0.00260782 0.00328122 0.0050801 0.00290484 4.24018e-05 0.00479092 0.00512815 0.00272203 0.00515811 0.00498391 0.00504785 0.00632792 0.00495779 0.00489854 0.00563622 0.00540961 0.00554478 0.00527566 0.00349041
internal_weight=0 773 489 393 284 263 2348 62 81 372 352 285 199 2267 49 96 201 2218 172 2198 1611 1567 103 1464 1425 587 493 473 406 57
internal_count=3121 773 489 393 284 263 2348 62 81 372 352 285 199 2267 49 96 201 2218 172 2198 1611 1567 103 1464 1425 587 493 473 406 57
is_linear=0
shrinkage=0.00348875


Tree=332
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 14 2 2 4 4 1 1 3 1 0 52 52 2 160 12 3 12 15 10 16 0
split_gain=4322.29 716.233 439.087 384.48 238.687 206.205 136.706 136.124 125.79 102.886 95.9664 87.8191 79.7993 65.2742 142.626 54.7584 112.27 50.837 77.5521 50.5658 45.1471 57.1868 59.8071 43.8799 41.7389 39.1848 38.8687 40.4549 33.3203 30.5698
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14753000000000002 0.40945500000000007 -0.013125 0.086920000000000011 0.080270000000000022 -0.12018999999999998 0.075045000000000014 -0.046359999999999991 0.31359500000000001 -0.024714999999999997 0.11682500000000001 -0.013084999999999998 0.095780000000000018 -0.010424999999999999 0.10061500000000002 -0.41942499999999994 -0.38124499999999995 0.13751500000000003 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 13 11 -5 15 25 12 -4 17 23 19 -17 18 -7 -1 -3 22 -22 -15 -14 -6 -13 -28 -20 -8
right_child=1 2 7 8 10 6 29 -9 -10 -11 -12 26 24 14 -16 16 -18 -19 28 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0087210012099377607 0.0082112868792183387 0.0034035370232409572 0.0042991245177218512 0.0075399479779487705 0.0081705151278023917 0.0082343378766749804 0.0067430217243388234 0.0049368375244288687 0.0042677264191901274 0.010255592970819676 0.0041303812763344126 0.0022287804114296352 0.0032320160390334487 0.0081096920676511381 0.0048582061481470193 0.0054541372143000182 0.0082599802230567052 0.0090071781711366459 0.005080133189160731 0.0069500296508912237 0.0072184460312945701 0.0035496023963459376 0.0045449303448768553 0.0070677823628855965 0.00148180237973864 0.0062740667528179122 0.0016199286304803707 -0.00072807078461938307 0.0072351324031882068 0.0045363656426830592
leaf_weight=894 76 108 44 34 41 263 20 37 61 62 24 32 40 186 37 28 495 105 20 31 23 54 48 126 69 40 25 30 40 28
leaf_count=894 76 108 44 34 41 263 20 37 61 62 24 32 40 186 37 28 495 105 20 31 23 54 48 126 69 40 25 30 40 28
internal_value=0 0.00426325 0.00377537 0.00812713 0.00481812 0.00823651 0.00768845 0.00250298 0.00543884 0.00853595 0.0065246 0.00212776 0.00274958 0.00782637 0.00738882 0.00846231 0.00810976 0.00818316 0.00791529 0.00866165 0.0040491 0.00460688 0.005411 0.00768892 0.00212408 0.007234 0.00103422 0.000339202 0.0065168 0.00545581
internal_weight=0 691 615 2430 338 2335 825 277 95 1510 105 240 153 777 349 1448 523 428 323 925 233 125 71 312 109 81 87 55 60 48
internal_count=3121 691 615 2430 338 2335 825 277 95 1510 105 240 153 777 349 1448 523 428 323 925 233 125 71 312 109 81 87 55 60 48
is_linear=0
shrinkage=0.00136321


Tree=333
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 4 1 50 2 475 150 1 1 40 15 2 4 3 52 2 475 52
split_gain=4980.52 804.888 432.802 347.465 288.585 251.734 209.965 170.053 156.053 128.82 117.58 87.4808 123.84 74.0823 71.2676 62.7764 57.4958 56.692 61.0654 47.7948 46.7011 44.6112 38.6049 38.6007 37.4806 36.8655 35.2535 29.4267 27.3436 25.7192
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 -0.15289999999999995 0.12337000000000002 0.041865000000000006 -0.0091949999999999983 -0.066784999999999983 1.0000000180025095e-35 0.13265500000000002 0.13075500000000004 -0.078554999999999986 -0.087894999999999987 0.087675000000000017 -0.036839999999999991 -0.14186499999999996 0.31405000000000005 0.11411 -0.088274999999999978 -0.55252499999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 21 -8 11 17 -4 23 16 -9 24 22 -13 -7 29 -15 27 -3 -6 26 -2 -25 28 -5 -1 -19
right_child=1 4 10 20 15 9 7 13 -10 -11 -12 12 -14 19 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.021629648989599001 0.023295785137416241 0.016246920552837493 0.021718161463377052 0.019814178039952106 0.014006448305187484 0.023429091168156294 0.020482028797364847 0.020152515246015579 0.02536197351508658 0.018956782794068153 0.017939970574984379 0.019986236963718616 0.018523980956267599 0.017171637279235097 0.019271858327113613 0.016281766851544449 0.022683816843448525 0.023737181705755755 0.019378228642666792 0.014626098560975388 0.015549054195060181 0.014010223805613819 0.011448028863846096 0.024927967024512405 0.021422454144381719 0.022772975102254029 0.02127992244798449 0.017410115890615713 0.023481041507730054 0.021824318456381376
leaf_weight=22 50 45 34 21 64 63 54 20 76 41 63 23 23 141 27 26 268 20 27 23 24 51 21 22 67 652 21 39 767 326
leaf_count=22 50 45 34 21 64 63 54 20 76 41 63 23 23 141 27 26 268 20 27 23 24 51 21 22 67 652 21 39 767 326
internal_value=0 0.0176243 0.0226537 0.0201259 0.0163426 0.0227935 0.0171027 0.0179272 0.0230638 0.0217315 0.0192643 0.0229667 0.0221815 0.0171775 0.0216697 0.0140554 0.0224706 0.0219925 0.0217498 0.0168146 0.0174794 0.0150587 0.0133744 0.0231328 0.022223 0.0228433 0.0233737 0.0182515 0.0234294 0.0219349
internal_weight=0 673 2448 228 445 2351 334 238 1874 477 97 1798 314 184 144 111 291 436 373 164 84 96 85 1484 117 674 810 60 789 346
internal_count=3121 673 2448 228 445 2351 334 238 1874 477 97 1798 314 184 144 111 291 436 373 164 84 96 85 1484 117 674 810 60 789 346
is_linear=0
shrinkage=0.00163735


Tree=334
num_leaves=31
num_cat=0
split_feature=1 4 123 148 13 376 2 457 14 15 3 0 156 48 4 0 132 158 4 3 52 374 52 157 48 43 1 4 2 159
split_gain=312.423 46.1404 40.5686 29.6964 30.2218 33.5708 25.9656 29.1933 19.144 20.6392 20.8835 17.2735 22.8102 31.3584 23.5735 56.4041 16.8968 16.343 16.896 15.8995 14.3924 14.2437 13.6238 13.5868 13.4672 13.235 14.4619 12.8576 14.5896 12.4277
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 -0.066239999999999979 -0.28558999999999996 0.080200000000000007 0.10252500000000002 0.048635000000000005 -0.41790499999999997 -0.56368999999999991 0.42240500000000009 -0.075934999999999989 -0.0011799999999999998 0.093265000000000015 -0.17966999999999997 -0.060129999999999996 0.093735000000000027 0.07968500000000002 0.042705000000000007 -0.24190499999999995 -0.065544999999999978 1.0000000180025095e-35 0.029970000000000007 -0.23976499999999998 0.016865000000000002 -0.072864999999999985 0.12000500000000001 -0.04890499999999999 0.12358500000000001 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -5 27 11 16 20 -10 25 17 -13 14 22 -16 19 18 23 -8 -3 -4 -14 -1 -20 -11 -27 -6 -29 -25
right_child=1 8 21 4 5 -7 7 -9 9 10 -12 12 13 -15 15 -17 -18 -19 24 -21 -22 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=0.0036503581540649113 -7.9375841357552928e-05 0.0018136944894895726 0.0046420441819877093 0.0020497659958740198 0.0078348883016599053 0.0017703842359804958 0.0080879008058179457 0.0022120853749636152 0.0045679133500482394 0.00025372702515897639 -0.0019776643476039223 0.008998467101018346 0.0063134391773504465 0.0012111304121429998 0.0058719673122565944 0.0007393063711268002 0.0033912730088559834 0.0075687271797579246 0.0047169604916114235 0.0056614243028170804 0.0050652503825520823 0.0014357127001190862 0.0095917585680795631 0.006616658003861773 0.0078509068647359508 0.0046432391537203693 0.0015147710862120109 0.005847121270451801 0.0029460030696294827 0.0040017082588344856
leaf_weight=21 20 31 98 53 31 33 39 34 25 60 25 24 48 22 175 33 38 174 116 343 41 22 25 1310 21 27 66 114 28 24
leaf_count=21 20 31 98 53 31 33 39 34 25 60 25 24 48 22 175 33 38 174 116 343 41 22 25 1310 21 27 66 114 28 24
internal_value=0 0.00311667 0.00609849 0.00414844 0.00447491 0.00509885 0.00619875 0.00542153 0.0020699 0.00150405 0.00107373 0.00637579 0.00561908 0.0053514 0.00567555 0.00505765 0.00568135 0.00652432 0.00640252 0.00590915 0.00366527 0.00405422 0.00743615 0.00652437 0.00519735 0.00157233 0.00242304 0.00573377 0.00527507 0.00656961
internal_weight=0 554 2567 279 259 206 2447 454 275 203 178 1993 327 303 281 208 420 1666 1492 382 72 120 73 1355 137 153 93 173 142 1334
internal_count=3121 554 2567 279 259 206 2447 454 275 203 178 1993 327 303 281 208 420 1666 1492 382 72 120 73 1355 137 153 93 173 142 1334
is_linear=0
shrinkage=0.00360107


Tree=335
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 2 39 1 2 4 14 47 52 2 49 4 1 49 43 1 16 47 12 3 4 12 42 4 13
split_gain=4165.97 684.686 386.511 316.205 253.492 214.781 178.135 162.644 147.384 109.413 102.958 100.456 90.5333 75.0963 60.9535 60.711 60.5926 74.3181 45.3142 43.1301 42.7229 40.5009 38.6448 37.8482 37.8323 38.9695 54.6824 34.702 34.3319 33.1011
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.36766000000000004 0.089885000000000007 0.087735000000000021 0.09253500000000002 0.13754500000000003 -0.17966999999999997 0.062655000000000016 1.0000000180025095e-35 0.048770000000000008 0.094835000000000017 -0.054984999999999992 -0.013125 0.086455000000000018 0.088340000000000016 0.066275000000000014 0.087135000000000004 -0.008904999999999998 0.097480000000000011 0.090285000000000018 0.14121000000000003 0.40473500000000007 -0.029094999999999999 0.10755000000000002 0.0067750000000000006 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 15 7 6 11 10 14 16 -3 20 27 29 -1 -2 19 23 -16 -8 -4 24 -17 -18 25 26 -12 -9 -22 -6
right_child=1 4 5 -5 13 -7 9 12 -10 -11 21 -13 -14 -15 18 22 17 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01169557284371848 0.0070176269654807968 0.0098911496355469485 0.011332120655464724 0.005310838520676057 0.0014931285418308541 0.0056410944168598679 0.010977761787332889 0.0034684935056493466 0.0058537897895217855 0.0071801115164462073 0.0059589126405219942 0.013494555302573619 0.0060512747891354 0.0036944992113361053 0.0064582737901698025 0.01113543804617383 0.01081126648554206 0.0072577347778678448 0.0098543389421053406 0.0095068287810905275 0.010800591837986727 0.0042144861297666227 0.0091035285047089912 0.0095714921519304049 0.0047460552221935447 0.0056375859387581473 0.010100890190745129 0.0013720952981673637 0.009007691046621677 -0.001273893476490086
leaf_weight=26 23 20 931 84 33 26 408 86 69 37 20 60 37 34 23 65 127 34 28 76 355 49 56 210 42 43 21 36 38 24
leaf_count=26 23 20 931 84 33 26 408 86 69 37 20 60 37 34 23 65 127 34 28 76 355 49 56 210 42 43 21 36 38 24
internal_value=0 0.00554888 0.0105851 0.00807507 0.00425455 0.0107645 0.0108231 0.00494057 0.00775656 0.0101983 0.00603785 0.0112257 0.00359486 0.00158585 0.00946165 0.00968755 0.010329 0.00978385 0.00832278 0.0107468 0.0111229 0.00559747 0.0101951 0.0100387 0.0061353 0.00682992 0.00808041 0.00284988 0.0106272 0.000328067
internal_weight=0 673 2448 228 445 2302 2276 354 146 892 195 1384 159 91 77 144 855 371 51 484 1324 175 121 337 126 84 41 122 393 57
internal_count=3121 673 2448 228 445 2302 2276 354 146 892 195 1384 159 91 77 144 855 371 51 484 1324 175 121 337 126 84 41 122 393 57
is_linear=0
shrinkage=0.00179274


Tree=336
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 2 12 42 14 0 1 4 2 1 475 48 12 4 3 39 2 47 0 0 0 43
split_gain=2566.17 423.432 273.045 227.345 149.639 133.451 95.1414 78.7535 89.146 68.2979 62.951 62.192 59.8653 111.442 104.635 52.3213 50.6445 45.6797 37.7644 40.6998 36.2313 43.2954 41.341 35.5942 37.1641 30.9331 38.2462 30.2337 29.355 49.2817
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.14122000000000004 -0.42850999999999995 -0.0060199999999999993 -1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.0067750000000000006 0.11474000000000002 0.13146500000000003 -0.066784999999999983 0.082620000000000013 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 0.084780000000000008 -0.0050599999999999994 0.090100000000000013 -0.23091999999999999 -0.064754999999999993 -0.065229999999999996 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 12 8 17 18 -9 -5 -1 14 -14 20 -6 -4 -7 -20 21 -15 -23 -13 -25 26 -3 -19 -22 -30
right_child=1 2 7 11 16 9 -8 10 -10 -11 -12 23 13 15 -16 -17 -18 27 19 -21 28 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.011535417070270957 0.0084666648091849608 0.0060716476195668556 0.0045835543804129755 0.0083215541551311147 0.0075668697981607783 0.0092084141558200095 0.010516406441326211 0.0034484573532237305 0.0055027429873720328 0.0055551396235986681 0.00049717501388757586 0.003313473213968637 0.0085773325274015304 0.011454261393523164 0.0055402948189099159 0.0075479207766790141 0.0047567977588086376 0.00097128593645581839 0.0079294006379002479 0.0063844201107487114 0.0086141907992279311 0.0065707635032391729 0.0090482694902492295 0.0042148617954633821 0.0071658051071636485 0.0060056673064168321 0.0039303831716656868 0.0029395393841757083 0.0053661821589643735 0.0087384514566544603
leaf_weight=20 76 28 34 22 81 52 79 34 51 41 54 23 66 21 65 107 24 33 274 60 781 20 698 22 28 33 172 71 22 29
leaf_count=20 76 28 34 22 81 52 79 34 51 41 54 23 66 21 65 107 24 33 274 60 781 20 698 22 28 33 172 71 22 29
internal_value=0 0.00468321 0.00421567 0.00839388 0.00524053 0.0084987 0.00869086 0.00296511 0.00358328 0.00764009 0.00163744 0.00581741 0.00861201 0.00857969 0.00707041 0.00869751 0.00692457 0.00287392 0.00786155 0.00765186 0.00877581 0.00904959 0.00897926 0.00506273 0.00586739 0.00448163 0.00423016 0.002315 0.00853264 0.00728375
internal_weight=0 691 615 2430 338 2335 1908 277 189 427 88 95 1829 1809 131 1678 105 138 386 334 1571 739 718 73 50 233 200 104 832 51
internal_count=3121 691 615 2430 338 2335 1908 277 189 427 88 95 1829 1809 131 1678 105 138 386 334 1571 739 718 73 50 233 200 104 832 51
is_linear=0
shrinkage=0.00169904


Tree=337
num_leaves=31
num_cat=0
split_feature=1 3 3 3 4 2 2 0 3 14 43 132 2 39 15 45 0 1 3 47 13 151 2 3 3 4 151 52 16 3
split_gain=332.615 72.6878 31.6846 35.7118 28.9865 31.9302 26.6637 30.7783 23.3308 22.6848 23.2334 22.2406 22.0442 20.406 19.4143 17.6951 26.0562 38.2864 18.5085 17.2106 19.7063 21.2452 17.0303 16.9901 16.7039 16.6487 15.4787 13.9314 13.8069 15.1531
threshold=0.10124500000000002 -0.053259999999999995 0.31370500000000007 0.076840000000000006 -0.03898999999999999 0.10276500000000001 0.11362000000000001 0.034820000000000011 0.11658 0.062655000000000016 -0.52440999999999993 0.10365500000000001 -0.090999999999999984 0.11593500000000001 -0.0088349999999999974 0.081955000000000014 -0.13027499999999997 0.083345000000000016 -0.0037349999999999996 0.10305500000000002 -0.0079349999999999993 -1.0000000180025095e-35 0.15950500000000004 -0.0063699999999999989 -0.13927999999999999 0.024790000000000003 -0.0077149999999999988 1.0000000180025095e-35 -0.51370499999999997 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 13 -2 -6 9 23 -5 10 -1 22 -12 19 28 16 17 -14 -19 20 -3 -22 -4 -8 -7 -18 -20 -27 -10 -30
right_child=1 2 11 8 5 24 7 -9 14 -11 12 -13 15 -15 -16 -17 25 18 26 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0024588495041137502 0.0061526114991370898 0.0027607278401181883 0.0010381664398039705 0.0060400217242046333 0.0049518521076388107 0.0032327683052876086 0.0054446295924383287 0.00084234080963906588 0.0022108597522686024 0.0074508593070826239 0.0026519170833984103 0.0033421847226028372 0.0067526019411245104 -0.00074394681459770211 0.00075406022897041465 0.0088751605926266786 0.0059996501788920041 0.00029658043184554946 0.0054559609620433019 0.0048359652192420015 0.002277926852621342 -0.0020118906401475553 -0.002320612708806315 0.0022412667260298166 -0.00010814667272945041 0.0042774544628375842 0.0018029845642793731 0.0061393291863549235 0.0072562272363292362 0.0037204308359813972
leaf_weight=22 87 131 51 48 120 55 133 21 28 88 23 29 42 23 24 20 1727 21 29 28 27 22 23 20 22 114 21 67 20 35
leaf_count=22 87 131 51 48 120 55 133 21 28 88 23 29 42 23 24 20 1727 21 29 28 27 22 23 20 22 114 21 67 20 35
internal_value=0 0.00329091 0.00253364 0.00295973 0.0045948 0.00390683 0.00574157 0.00452098 0.00416298 0.00583926 0.00577127 0.000936852 0.00580658 0.00215236 0.00332095 0.00584213 0.00581211 0.0043002 0.00284949 0.00247262 0.00210499 0.000351886 -5.77843e-06 0.00502589 0.00227822 0.00590166 0.00392171 0.00496666 0.00406318 0.00500617
internal_weight=0 773 489 386 284 197 2348 174 155 2174 2086 103 2064 231 107 2041 2021 113 71 208 180 49 74 153 77 1908 50 181 83 55
internal_count=3121 773 489 386 284 197 2348 174 155 2174 2086 103 2064 231 107 2041 2021 113 71 208 180 49 74 153 77 1908 50 181 83 55
is_linear=0
shrinkage=0.00324044


Tree=338
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 15 1 11 13 150 1 2 15 4 15 51 15 2 150 1 43 14 39 4 43 3 12
split_gain=4074.66 491.944 443.152 361.177 285.86 189.437 159.943 138.986 127.296 121.526 120.961 93.1398 79.1003 78.8158 75.5624 67.4759 88.7804 98.365 83.9823 65.8051 62.8317 60.2077 50.2112 49.2046 47.0653 44.9395 44.1196 41.5689 35.1392 33.6197
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.082585000000000006 0.024640000000000006 0.09253500000000002 1.0000000180025095e-35 -0.077799999999999994 0.081835000000000019 0.085345000000000018 0.14285500000000004 -0.12255999999999999 -0.27825499999999997 -0.0072999999999999992 -0.044634999999999994 -1.0000000180025095e-35 0.090675000000000019 1.0000000180025095e-35 0.16540500000000002 -0.040344999999999992 -0.44847999999999993 0.088025000000000006 -0.012889999999999999 -0.080084999999999976 0.13524500000000003 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 8 24 14 11 -4 29 19 15 -14 21 -13 -17 26 -19 -1 -15 23 -8 -5 -3 -26 -18 -11 -25 -10
right_child=1 6 9 7 -6 -7 22 -9 10 27 -12 12 13 20 -16 16 17 18 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.010291531019787309 0.0087552372156775443 0.0056860735730669201 0.0089585460449944001 0.0048662929701912983 0.0052635848693790496 0.0060165499492994988 0.0017448505540798682 0.0021861575453408842 0.011858633539590428 0.0056159324221488963 0.012770593113300586 0.010745206402910603 0.010236188094260067 0.0077715090383985667 0.0025445120094263365 0.010350249274629995 0.0099943998650019392 0.0033935053339588035 0.0080498319986961851 0.0078369891584033555 0.0034762608698292838 0.0042819996815066609 -0.0012913420971733852 0.009332823606216515 0.0041382796056027658 0.0013103346475927514 0.0085538319435217273 0.0025631303575679972 0.006444600855847844 0.010194461379639769
leaf_weight=515 101 41 34 25 45 41 130 59 42 57 68 93 20 26 24 132 102 20 36 39 20 41 21 29 66 26 229 20 27 992
leaf_count=515 101 41 34 25 45 41 130 59 42 57 68 93 20 26 24 132 102 20 36 39 20 41 21 29 66 26 229 20 27 992
internal_value=0 0.00433261 0.00964932 0.00593531 0.00981258 0.00989878 0.00260576 0.00454599 0.00996697 0.00608974 0.0104168 0.00956457 0.00911175 0.00721679 0.00549961 0.00931611 0.00906003 0.00861995 0.00638686 0.0101187 0.00590401 0.00608095 0.0013226 0.00699152 0.00406259 0.00333908 0.00899775 0.004823 0.00794029 0.0102621
internal_weight=0 590 2531 306 2420 2375 284 205 2334 111 1102 1232 678 66 146 612 519 387 56 554 46 122 151 81 133 92 331 77 56 1034
internal_count=3121 590 2531 306 2420 2375 284 205 2334 111 1102 1232 678 66 146 612 519 387 56 554 46 122 151 81 133 92 331 77 56 1034
is_linear=0
shrinkage=0.00182189


Tree=339
num_leaves=31
num_cat=0
split_feature=1 4 15 1 12 15 16 156 1 49 157 150 3 12 48 0 0 2 4 15 51 1452 0 52 12 48 3 13 12 0
split_gain=314.062 46.1962 40.4 46.3545 36.1273 31.1456 38.0735 39.7495 34.1655 30.5676 29.7636 29.701 28.2553 25.0975 23.4274 23.342 20.0974 18.5427 18.0669 17.7956 24.3592 16.1361 15.8036 15.286 14.9577 15.5206 14.876 18.3446 14.8165 13.0059
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.08864000000000001 0.087215000000000015 -0.0079099999999999986 0.083160000000000026 0.013700000000000002 0.078340000000000007 -0.0036199999999999995 -0.0091799999999999989 0.084680000000000019 -0.087909999999999988 0.092200000000000018 -0.035774999999999994 -0.036484999999999997 -0.13843999999999998 0.25063000000000007 -0.49013999999999996 -0.07490999999999999 -0.069724999999999995 0.087755000000000014 -0.085669999999999982 -0.23375999999999997 0.092465000000000006 0.094275000000000012 -0.13309499999999996 1.0000000180025095e-35 -0.010834999999999999 -0.068944999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 5 12 13 7 8 9 -7 -4 15 -5 21 -14 16 -2 26 -8 20 -15 -1 -12 -17 25 -18 -3 -28 29 -16
right_child=1 17 10 4 -6 6 18 -9 -10 -11 22 -13 14 19 28 23 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0054442754279728353 0.0023161071438849044 0.0033227994897410303 0.0085647371594808931 0.00023387264547017255 0.004831657471361819 0.0050705288267437823 0.0063353397767550151 -0.00062222175217107657 0.0070149842996045262 0.00010389505447545394 0.0058856934779514675 0.0018358483340334875 0.00092499131718845726 0.0074395648518474069 0.0035826072730025986 0.0038068823710313482 0.0080641850819338536 -0.00089379830791229311 0.0031073396002271499 0.0035322558312602223 0.004488570894567943 0.0074882446705415474 0.0050976192655141622 0.00019392298466164136 0.0042412151242117134 0.0046219212505729922 0.0018147515749290621 -0.0010827530568289733 0.004703094283844406 0.0009277499249064423
leaf_weight=541 30 50 26 28 180 20 53 26 20 25 320 82 29 32 78 21 24 24 22 109 116 37 795 21 78 23 179 22 89 21
leaf_count=541 30 50 26 28 180 20 53 26 20 25 320 82 29 32 78 21 24 24 22 109 116 37 795 21 78 23 179 22 89 21
internal_value=0 0.00249171 0.00497769 0.00464166 0.00381311 0.00499345 0.00380882 0.00250692 0.00375858 0.00231129 0.00539764 0.00335018 0.00306479 0.00522895 0.00343007 0.00398051 0.00451705 0.00162076 0.00538846 0.00445041 0.00512662 0.00557512 0.00532379 0.0020004 0.00504528 0.00637967 0.00186119 0.00149761 0.0038165 0.00301946
internal_weight=0 554 2567 1426 425 1001 166 91 65 45 1141 279 245 835 217 197 155 275 75 257 148 578 1115 42 125 47 251 201 188 99
internal_count=3121 554 2567 1426 425 1001 166 91 65 45 1141 279 245 835 217 197 155 275 75 257 148 578 1115 42 125 47 251 201 188 99
is_linear=0
shrinkage=0.0029944


Tree=340
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 4 11 2 2 2 12 1 4 34 13 132 133 3 47 16 4 48 15 4 16 16 159
split_gain=2649.17 456.714 274.001 237.046 197.864 157.212 112.785 104.316 79.1882 78.5115 77.3906 61.7821 58.9101 51.2086 50.6875 80.2106 45.2862 46.7874 40.0012 41.4798 41.0129 38.8609 70.277 37.4099 67.73 37.2307 35.9932 31.656 33.5805 50.6636
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.09253500000000002 0.13754500000000003 0.27834500000000006 1.0000000180025095e-35 0.089885000000000007 0.094835000000000017 0.17025000000000004 0.09320500000000001 0.088975000000000012 -0.081114999999999979 -0.038779999999999995 -0.016469999999999995 0.091050000000000006 0.089200000000000015 0.30112000000000005 0.090100000000000013 -0.29154999999999992 0.098655000000000007 0.082620000000000013 -0.059484999999999989 0.51388000000000011 0.0057500000000000008 0.083160000000000026 0.050895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 18 7 11 9 -6 10 27 -1 16 -11 -12 -16 -4 -18 19 20 21 23 -23 24 -3 -13 -25 -5 29 -29
right_child=1 2 12 5 8 -7 -8 -9 -10 13 14 25 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.010750143473389593 0.0094320418316828306 0.00086439970840175475 0.00065679070764600546 0.0096782644327783433 0.008272086051961244 0.004624780889574953 0.0050104600747208263 0.0061622098094949876 0.0049768956871270049 0.011624058480427727 0.0089572904053262636 0.008561032943823519 0.0005496537739024225 0.0092791209007473553 0.0094724339306502345 0.0051328049057514013 0.002610988991453715 0.0053089654794815557 0.0017315170774546804 0.0027688900266033042 0.003279750614325914 0.0044863081588156989 0.0094169323775815123 0.0064035453548593737 0.0050048109349225371 0.005276887689860817 0.0037219437353163392 0.0088401137509193459 0.0095238671714110122 0.0051986154761809204
leaf_weight=26 71 21 24 1168 82 26 69 37 39 90 712 29 49 54 29 33 66 36 20 42 50 22 20 60 45 22 26 45 88 20
leaf_count=26 71 21 24 1168 82 26 69 37 39 90 712 29 49 54 29 33 66 36 20 42 50 22 20 60 45 22 26 45 88 20
internal_value=0 0.00486557 0.004327 0.00913024 0.00514921 0.00927943 0.00677799 0.0093326 0.00721 0.00938499 0.00929153 0.00836189 0.00232082 0.0107447 0.00881353 0.00716263 0.00300961 0.00356322 0.00433432 0.00451633 0.00481712 0.00521335 0.00683422 0.00476547 0.00368741 0.00714434 0.00559283 0.00957161 0.00875737 0.00771965
internal_weight=0 673 602 2448 427 2302 146 2276 121 2239 2095 77 175 144 774 62 126 102 306 286 244 194 42 152 66 51 86 1321 153 65
internal_count=3121 673 602 2448 427 2302 146 2276 121 2239 2095 77 175 144 774 62 126 102 306 286 244 194 42 152 66 51 86 1321 153 65
is_linear=0
shrinkage=0.00190369


Tree=341
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 47 3 12 0 4 34 10 51 3 4 2 43 4 15 0 3 1 49 16 4 49 14 1 43 0
split_gain=289.023 77.5736 38.1244 27.5234 32.4346 29.594 26.2589 26.0866 24.6302 21.8589 20.9706 20.5362 20.1287 19.4401 28.8015 19.4325 19.3128 17.9788 16.6856 19.518 16.4266 17.9672 16.2463 15.6323 15.3223 15.1759 18.1892 15.4175 13.7886 22.5892
threshold=0.11829500000000003 0.051320000000000005 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.077555000000000013 0.31370500000000007 -0.42850999999999995 -0.072594999999999979 0.033845000000000007 -0.085489999999999997 -1.0000000180025095e-35 0.090230000000000019 -0.14186499999999996 -0.14098499999999997 0.081685000000000021 -0.083269999999999997 0.50822500000000004 1.0000000180025095e-35 0.062580000000000011 0.11658 0.10984500000000001 -0.066019999999999981 -0.36241499999999999 -0.42529999999999996 0.14233500000000002 -1.0000000180025095e-35 0.13869000000000004 0.07827000000000002 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 12 11 -8 -1 13 -10 -2 22 15 24 -3 -4 25 19 -17 -18 -22 -6 -24 -15 26 -13 -28 -11 -30
right_child=6 9 16 4 5 -7 7 -9 10 28 -12 17 -14 14 -16 18 20 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0064085418320167821 0.00083448268464796104 0.010472276701276539 -8.2933347306621898e-05 0.0072374612205063967 0.0061609933053216378 0.0075290480503661305 0.0030721360375320812 -0.001007611628278337 0.0044632207494154381 0.0047826435662951987 -0.00035757515876912058 0.0077499583238743253 0.0006235484687152189 0.0052596818774856393 0.0061689074444178024 0.0031150163414009283 0.0046063943303544562 0.0015529660643988543 0.0086518785980962166 0.0070001020599972383 -0.00065673505772442396 0.003539903672505318 0.005609693713220682 0.0025385221615803152 0.0013347941031290555 0.0017702061460479011 0.0048363391227986057 0.0017963373122028266 0.0095016552401501839 0.0049250312170896196
leaf_weight=21 56 24 23 108 54 42 34 56 21 257 29 20 20 29 1666 24 83 57 47 64 21 40 35 62 25 34 76 32 24 37
leaf_count=21 56 24 23 108 54 42 34 56 21 257 29 20 20 29 1666 24 83 57 47 64 21 40 35 62 25 34 76 32 24 37
internal_value=0 0.00573526 0.00451328 0.00513953 0.00559738 0.00476579 0.00225618 0.000533626 0.00306954 0.00604617 0.00166716 0.00281993 0.00408709 0.00619693 0.00608331 0.00742604 0.00304328 0.00332762 0.00688448 0.00594053 0.00354261 0.00209516 0.00454584 0.00364668 0.0034426 0.00395204 0.00453159 0.0039356 0.00515536 0.00672567
internal_weight=0 2756 559 392 321 213 365 90 71 2197 50 275 171 1879 1720 159 167 219 135 88 144 61 151 97 54 162 128 108 318 61
internal_count=3121 2756 559 392 321 213 365 90 71 2197 50 275 171 1879 1720 159 167 219 135 88 144 61 151 97 54 162 128 108 318 61
is_linear=0
shrinkage=0.00367398


Tree=342
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 2 1 4 4 3 52 457 43 1 40 47 4 1 14 0 52 3 4 41 1447 1
split_gain=5698.6 896.415 575.81 497.902 307.612 290.343 262.579 173.151 141.211 140.354 138.698 129.257 125.476 100.375 68.3704 71.15 93.8063 56.7336 51.3276 47.285 44.0683 41.1439 39.8734 36.0524 35.7245 34.7126 34.4716 33.7566 40.8572 33.3684
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.27834500000000006 0.30112000000000005 -0.56022499999999986 0.080930000000000016 -0.016814999999999997 0.086920000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.036839999999999991 0.15618500000000002 0.062655000000000016 -0.026509999999999995 0.40674500000000008 -0.010424999999999999 0.04735000000000001 0.085095000000000018 -0.080594999999999986 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 19 6 7 8 17 11 -5 13 29 18 -9 22 -17 24 -4 -3 -2 -11 27 -7 -1 -13 -20 28 -16 -6
right_child=1 2 9 10 12 23 -8 14 -10 21 -12 25 -14 -15 15 16 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010229355486734532 0.01027679311578958 0.0045184615997117166 0.0040934148397846273 0.0087223039243269872 0.0098307897043695483 0.0076061251440575732 0.0051915929232016801 0.010928077384700564 0.012180152076316569 0.0020896558931295861 0.0052597604329776186 0.003593012479464649 0.0054253471150844746 0.002197002571840165 0.010685272181817765 0.0093951126086036472 0.0054834002390121428 0.0095658627210442725 0.0078695200590684633 0.0063094606903980619 0.0079992225505154477 -0.00032894449280867463 0.011030862798366927 0.0052030187894588492 0.0085551312955672899 0.0020900558288705494 0.0053043620507216638 0.007609312457580255 0.0092324052541890161 0.0078926597781002576
leaf_weight=905 50 191 26 34 30 22 24 47 59 29 63 44 32 22 39 25 22 407 20 33 24 25 25 26 25 88 20 23 702 39
leaf_count=905 50 191 26 34 30 22 24 47 59 29 63 44 32 22 39 25 22 407 20 33 24 25 25 26 25 88 20 23 702 39
internal_value=0 0.00500155 0.0044411 0.00954098 0.00568488 0.00966754 0.00973763 0.00978551 0.0100884 0.00296582 0.00647344 0.00345572 0.00768662 0.00475273 0.00930667 0.00921552 0.0075641 0.00999607 0.00560464 0.00478231 0.00953812 0.000969933 0.00931389 0.00630444 0.0101843 0.00259104 0.00658694 0.00925771 0.00930887 0.00873532
internal_weight=0 673 599 2448 325 2351 2303 2279 1396 274 97 220 101 88 883 836 47 1337 66 224 74 54 789 48 930 132 40 764 741 69
internal_count=3121 673 599 2448 325 2351 2303 2279 1396 274 97 220 101 88 883 836 47 1337 66 224 74 54 789 48 930 132 40 764 741 69
is_linear=0
shrinkage=0.0013816


Tree=343
num_leaves=31
num_cat=0
split_feature=1 155 2 457 15 11 4 2 160 3 0 401 0 4 15 4 131 1 49 11 15 4 2 2 1 160 124 2 4 48
split_gain=275.062 62.8256 39.0674 36.2366 41.5402 30.0645 25.7674 25.3595 24.5211 23.1336 22.1438 18.5739 28.8949 26.4605 18.0175 25.0191 26.0858 29.4829 20.8526 17.435 16.0105 14.8012 17.376 14.461 19.5061 14.6491 14.4529 14.3269 15.0852 14.2768
threshold=0.10124500000000002 0.089885000000000007 0.12043500000000001 0.079590000000000008 -0.41942499999999994 0.081365000000000007 0.27834500000000006 -0.0050599999999999994 -0.077849999999999989 0.090900000000000009 -0.075934999999999989 0.080710000000000018 -0.061629999999999997 -0.55119499999999988 -0.41942499999999994 -0.15764999999999998 0.086835000000000009 0.13869000000000004 -0.048674999999999989 1.0000000180025095e-35 -0.094549999999999981 -0.49013999999999996 0.10045500000000002 0.087675000000000017 0.083345000000000016 0.030480000000000004 -0.081949999999999981 0.10855000000000002 -0.010384999999999998 0.094275000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 7 9 26 -2 10 19 13 -13 -12 -4 -16 17 18 -17 23 -21 -11 -23 -1 25 -25 -6 28 -9 -20
right_child=1 -3 14 -5 5 -7 -8 27 -10 21 11 12 -14 -15 15 16 -18 -19 29 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0062273869471298456 0.0040855524718853191 0.0061662173112212917 0.0030224378729383676 0.0010235373747581867 0.0037925713122041391 0.0089321539689953249 0.0016975160872108146 0.007254646027501083 0.00029512513866009803 0.0059086801101876051 0.0094538461248487703 0.0056521938212104918 -0.0003115145494485788 0.00518947633748283 0.0043365249638937396 0.0030607547157084684 0.0039237779373814882 -0.0030894876980394189 -0.0025460077830212176 0.010479345525629041 0.0067381088324416135 0.0043588110487594138 0.00057097908695290028 0.0053712836903368798 0.0029316199898057073 0.0066685254106638352 -0.00037114045797168835 0.0032555904622244532 0.0047136623414493154 0.0014620495375876634
leaf_weight=939 38 84 89 66 23 20 21 42 55 41 20 23 20 456 25 34 23 35 25 20 61 52 23 486 36 150 21 56 115 22
leaf_count=939 38 84 89 66 23 20 21 42 55 41 20 23 20 456 25 34 23 35 25 20 61 52 23 486 36 150 21 56 115 22
internal_value=0 0.00320344 0.00284223 0.00350044 0.00394227 0.00464678 0.00569903 0.00431329 0.0018439 0.00573515 0.00581802 0.00516233 0.00287838 0.00536865 0.00170793 0.000994564 0.000393492 -0.000306479 0.000896056 0.00601914 0.00766187 0.00415557 0.00319721 0.00593655 0.00553015 0.00567724 0.00180535 0.00483136 0.00539342 -0.000669896
internal_weight=0 773 689 436 370 277 2348 257 93 2327 2211 519 43 476 253 164 139 116 81 1692 81 116 75 1611 672 636 44 213 157 47
internal_count=3121 773 689 436 370 277 2348 257 93 2327 2211 519 43 476 253 164 139 116 81 1692 81 116 75 1611 672 636 44 213 157 47
is_linear=0
shrinkage=0.00362869


Tree=344
num_leaves=31
num_cat=0
split_feature=1 4 3 2 9 3 0 16 156 52 157 157 10 14 3 15 1348 48 4 48 48 16 132 2 16 13 10 16 12 11
split_gain=222.8 51.6727 36.888 32.7196 38.2159 22.803 21.0861 17.9363 29.7444 20.6804 19.6289 46.5647 17.7809 17.6597 16.9975 20.7919 16.9305 16.8149 17.9547 16.7394 15.3285 23.8382 14.4259 19.2482 14.047 13.0793 12.6532 12.6266 12.2386 18.8869
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 0.10222000000000002 -1.0000000180025095e-35 0.084940000000000015 0.18019500000000002 0.013515000000000001 -0.031569999999999994 -0.160465 -0.085154999999999995 -0.081364999999999979 0.069930000000000006 -0.41790499999999997 0.11658 -0.0088349999999999974 0.084895000000000012 0.092150000000000024 -0.49405499999999997 0.10168500000000001 0.085130000000000025 -0.4179199999999999 0.10365500000000001 0.15950500000000004 -0.046599999999999996 -0.0057949999999999989 -0.0026549999999999994 -0.51370499999999997 0.11903500000000002 0.077695000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 26 13 7 9 -9 -1 -10 -12 -6 -5 -7 27 19 18 -13 -11 21 -15 23 -4 -21 -19 -3 -16 29 -20
right_child=1 2 22 5 12 14 -8 8 10 16 11 17 -14 20 15 -17 -18 25 28 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0076430558787487415 0.0051889054065128067 0.0022907501873069853 0.00083319187303387734 0.0032688538918356023 0.0046375102302770562 0.0055264261567447171 0.0018249972202257359 0.0062977440592572737 0.006576102514347505 0.0049257315201197216 -0.0011442201950689541 0.0059395984228246962 0.0019839265509719152 0.0014949481331817996 0.0017140532148608252 -0.00048720265190027253 0.0018658443247340888 0.0036578321570257667 0.0037920072363020066 0.0016207092172024621 0.0019406489237907523 -0.0019062869868959041 0.0026276447209845322 -0.0028291335127456833 0.0045188136089923886 0.00021672073678272259 -0.00096469037664817005 0.0046802861042011205 0.0014804180342557116 0.0071461086471135207
leaf_weight=29 78 38 63 41 173 26 28 62 27 1705 21 54 33 49 28 20 21 27 234 31 76 42 29 21 45 22 20 36 22 20
leaf_count=29 78 38 63 41 173 26 28 62 27 1705 21 54 33 49 28 20 21 27 234 31 76 42 29 21 45 22 20 36 22 20
internal_value=0 0.00263216 0.00234521 0.00268151 0.00354361 0.00196581 0.00468269 0.00471718 0.00415353 0.00486772 0.00384219 0.00365765 0.00421242 0.00132068 0.0031857 0.00246119 0.00482305 0.00392372 0.0041926 0.00485792 0.000842382 -7.48527e-05 0.000613106 -8.23895e-05 0.00333669 0.00211284 0.00116818 0.00338256 0.0038508 0.00405611
internal_weight=0 773 695 582 264 318 2348 2320 489 1831 427 400 206 208 110 84 1802 379 330 1781 167 91 113 84 76 49 58 64 276 254
internal_count=3121 773 695 582 264 318 2348 2320 489 1831 427 400 206 208 110 84 1802 379 330 1781 167 91 113 84 76 49 58 64 276 254
is_linear=0
shrinkage=0.00331285


Tree=345
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 1 2 150 42 12 11 40 1 1 1 2 12 2 2 3 49 52 49
split_gain=4117.5 644.098 335.454 295.587 220.112 212.084 186.969 131.381 139.461 123.028 100.147 95.2475 65.7245 76.8925 64.5473 57.2499 49.4225 54.694 45.9553 43.6253 43.1593 43.154 42.6434 34.4355 32.0706 30.9183 30.1752 27.423 27.0887 24.9135
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.10892 0.09141500000000001 0.077415000000000012 -0.078554999999999986 0.13436000000000001 0.16175000000000003 0.13075500000000004 -0.0091949999999999983 0.095780000000000018 0.087675000000000017 0.11411 -0.12711499999999995 -0.054319999999999993 -0.52606999999999993 -0.073374999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 18 -8 -9 12 -4 14 16 22 23 28 17 24 -3 29 -6 25 -14 -7 -1 -5 -18 -12 -2 -10
right_child=1 4 10 21 20 11 7 8 19 -11 27 -13 13 -15 -16 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.008894491211941585 0.0086999882550566499 0.0030418145527079002 0.0075885686068650066 0.0060492841957292681 0.0017428684158827641 0.0082510402905376003 0.0072694836822517267 0.0076696872941681123 0.0050301631431768322 0.010399755892591539 0.0053805355816146597 0.0053158169949729496 0.0061699945470674146 0.005407410910623211 0.0055045729130526275 0.0051058093496852992 0.0064124515957141755 0.011009834375605432 0.0010016111068382816 0.0016353550579808521 -0.00059989839821414544 0.0022750739117339963 0.0082560534632972974 0.0073853581989002234 0.0083701059002566653 0.0038346468374628817 0.0082347581940231118 0.0034366474403524816 0.0072696244610147608 0.0035673625186985677
leaf_weight=749 45 45 34 21 90 198 30 20 31 76 33 41 23 25 28 20 21 23 51 22 21 24 274 200 381 39 312 30 79 135
leaf_count=749 45 45 34 21 90 198 30 20 31 76 33 41 23 25 28 20 21 23 51 22 21 24 274 200 381 39 312 30 79 135
internal_value=0 0.00412528 0.008235 0.00613642 0.00309485 0.00834564 0.00369146 0.00439069 0.00397548 0.00856569 0.00555328 0.00745793 0.00848859 0.00788588 0.0076641 0.00741608 0.00861919 0.00876341 0.00195796 0.00358248 0.00129964 0.00394271 0.00809451 0.00781602 0.00871769 0.00460977 0.00811984 0.00445487 0.00778871 0.00384054
internal_weight=0 673 2448 228 445 2351 334 238 208 1884 97 467 1808 322 426 144 1486 1153 96 188 111 84 297 398 1130 60 333 63 124 166
internal_count=3121 673 2448 228 445 2351 334 238 208 1884 97 467 1808 322 426 144 1486 1153 96 188 111 84 297 398 1130 60 333 63 124 166
is_linear=0
shrinkage=0.0014715


Tree=346
num_leaves=31
num_cat=0
split_feature=1 4 1 12 15 148 4 3 376 13 0 4 51 16 16 0 13 2 15 13 42 13 3 132 4 1 1 472 48 402
split_gain=216.587 33.0386 30.6569 30.584 29.6088 25.4697 24.0918 39.4422 23.0618 26.5652 18.4341 16.6391 18.272 17.8838 19.8107 16.4799 15.852 15.6231 15.5149 15.4708 13.8164 12.4683 19.4674 11.3239 12.4849 12.6572 11.2177 11.0492 10.6033 11.4908
threshold=0.10920500000000001 0.27287000000000006 0.08864000000000001 0.087215000000000015 0.085935000000000025 -0.066239999999999979 -0.17966999999999997 -0.087909999999999988 0.080200000000000007 -0.28558999999999996 -0.14920999999999998 0.024790000000000003 0.11144500000000002 -0.10850999999999998 0.41553500000000004 -0.085669999999999982 -0.0057949999999999989 0.25063000000000007 -0.0072999999999999992 -0.42195999999999995 0.088575000000000015 0.10820000000000002 -0.12018999999999998 0.078465000000000021 -0.04890499999999999 0.11374000000000002 0.084525000000000003 -0.068659999999999985 0.091545000000000015 0.086055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 10 4 6 -2 -4 -8 9 19 26 12 15 -13 -15 -12 -14 21 20 -7 -9 22 -3 24 -11 -26 -1 -17 29 -29
right_child=1 17 3 -5 -6 8 7 18 -10 23 11 13 16 14 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0070892277474195681 -0.00062704922259027582 0.004370215614798831 0.0056503196484096498 0.0046699750231551625 0.0065374161061729115 0.0037917076770556495 -0.0018760685960175529 0.0036832257955588575 0.00093143429978548612 0.00711285577312916 0.0055363651524265181 0.004824747139564536 0.0045886148770302396 0.0015234923715689648 0.0043443122899940977 0.0067287993556269252 0.0017666160532128301 -0.0012204025748493207 0.00069114579492260192 -0.00015742374106112318 0.0006922265387010884 -0.00047665719664404102 0.0015339151781338014 0.0023237537965058175 0.0067676692102867269 0.0038817431870472397 0.0045957882779852112 0.0046199970343123072 0.003043786254989462 0.00578509137864978
leaf_weight=70 20 34 31 377 28 21 23 148 38 24 520 144 63 56 63 33 38 24 32 27 21 28 189 25 22 102 31 728 44 117
leaf_count=70 20 34 31 377 28 21 23 148 38 24 520 144 63 56 63 33 38 24 32 27 21 28 189 25 22 102 31 728 44 117
internal_value=0 0.0022883 0.0046674 0.00402638 0.00316901 0.00312494 0.00279914 0.00240456 0.00341467 0.00384165 0.00488925 0.00480902 0.00494576 0.00400673 0.00301687 0.00504515 0.00352687 0.0014395 0.00289438 0.00157032 0.00331156 0.00169383 0.00196636 0.00447184 0.0048347 0.00439376 0.00632391 0.0047681 0.00469532 0.00478132
internal_weight=0 554 2567 660 283 279 255 224 259 221 1907 1806 1543 263 119 1442 101 275 201 48 169 251 223 173 148 124 101 922 889 845
internal_count=3121 554 2567 660 283 279 255 224 259 221 1907 1806 1543 263 119 1442 101 275 201 48 169 251 223 173 148 124 101 922 889 845
is_linear=0
shrinkage=0.00345078


Tree=347
num_leaves=31
num_cat=0
split_feature=1 12 44 1456 1 3 13 130 12 43 1375 41 43 15 49 43 34 124 475 132 133 13 0 3 43 0 475 133 150 49
split_gain=176.381 45.9104 29.0898 28.4701 24.1902 18.0313 17.9746 17.8125 15.7443 17.3783 15.6512 15.5725 18.4508 16.8587 19.8002 15.3129 14.177 21.8126 13.7072 13.5475 17.6826 13.1034 20.1134 14.4122 16.2755 13.6786 13.0617 12.3715 12.3453 12.3434
threshold=0.11846000000000002 0.051320000000000005 1.0000000180025095e-35 -0.077604999999999993 0.08864000000000001 0.31370500000000007 -0.47860499999999995 -0.0060099999999999989 0.086700000000000013 0.08845500000000002 -0.096099999999999977 0.077565000000000009 -0.11008499999999999 0.13592500000000005 -0.097394999999999995 0.016310000000000002 -0.038779999999999995 0.05852000000000001 -0.060699999999999997 0.08696000000000001 0.087495000000000003 -0.08971999999999998 -0.23194499999999998 -0.0049599999999999991 -0.085594999999999991 1.0000000180025095e-35 -0.085684999999999997 0.087495000000000003 0.093625000000000014 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 18 7 -7 -2 9 15 -6 13 -13 14 -10 26 -9 -18 -5 20 21 29 -23 24 -24 -26 27 -3 -28 -12
right_child=5 8 -4 4 10 6 -8 16 11 -11 19 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0065323800266183871 -0.00043829989206319318 0.0068702473359217066 0.0062238746608848251 0.0011894824261276379 -0.0004158605665140614 0.0013134257364443309 -0.0016562048618128638 0.00023327206831691443 0.0066298781163185065 0.0072989015733333556 0.0028996567150953866 -0.00029039045443353921 0.0037922908423935224 0.0018997213605064689 0.0039414749698390358 0.0022835501256392595 0.0028492888021898069 -0.00054802891975652495 0.0040277603101460278 0.00025147576016756168 0.00060573010859847653 0.0011753009247844253 0.0049281743736606055 0.0046624931666222466 0.0030510260254530686 -0.00036637357790072887 0.0044814286290370516 0.0038534716075045209 0.0025941790303232572 -0.00022380735868671273
leaf_weight=21 31 43 28 20 22 56 34 34 29 22 29 20 27 41 1459 34 181 22 151 28 40 38 24 88 31 20 464 21 39 24
leaf_count=21 31 43 28 20 22 56 34 34 29 22 29 20 27 41 1459 34 181 22 151 28 40 38 24 88 31 20 464 21 39 24
internal_value=0 0.00384265 0.00302263 0.0028554 0.00270546 0.00143924 0.000191565 0.00185824 0.00405296 0.00448654 0.00221317 0.00388157 0.00205498 0.00393772 0.00399387 0.00438359 0.00215863 0.00248111 0.0036958 0.0023928 0.00259673 0.00291028 0.00328603 0.0037781 0.00274041 0.00171087 0.00450952 0.00588037 0.0043351 0.00148526
internal_weight=0 2763 564 536 515 358 90 268 2199 623 344 1576 47 1529 1488 601 237 203 171 322 294 254 201 163 75 51 567 64 503 53
internal_count=3121 2763 564 536 515 358 90 268 2199 623 344 1576 47 1529 1488 601 237 203 171 322 294 254 201 163 75 51 567 64 503 53
is_linear=0
shrinkage=0.0032217


Tree=348
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 1 2 4 2 14 2 3 11 1 4 2 15 1 39 3 43 12 4 4 52 47 3 4
split_gain=5507.77 864.866 593.554 467.116 295.805 292.078 210.629 185.434 141.561 141.822 139.214 131.851 123.184 95.3671 83.7063 71.4516 96.9901 71.0175 58.4708 53.2988 42.349 41.299 49.8769 45.9523 40.0389 38.6373 34.7243 34.3422 34.1608 32.5809
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088725000000000012 0.089885000000000007 0.09253500000000002 0.17025000000000004 0.40945500000000007 0.13754500000000003 0.062655000000000016 0.11474000000000002 0.30112000000000005 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.094835000000000017 -0.059484999999999989 0.087135000000000004 0.087690000000000004 -0.11171999999999999 0.016310000000000002 0.095935000000000006 -0.0070899999999999991 0.015030000000000002 0.40674500000000008 0.090100000000000013 -0.010424999999999999 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 5 7 6 27 11 17 9 13 14 19 24 20 15 21 -17 -1 -19 26 -4 22 -8 -23 -7 -25 -5 -3 -11 -2
right_child=1 2 8 4 -6 12 10 -9 -10 28 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.010661531257502913 0.010315317785652584 0.0041403347207669243 0.0063641409861993885 0.010368919834659186 0.0045604531169103823 0.010372104685967864 0.0093973143757210623 0.0050565131105677948 1.774217549641553e-05 0.0029285284944498354 0.0062940633317107647 0.012474346968621011 0.0045028316648165131 0.001553692732989374 0.010881613598697177 0.0097616495065035464 0.0058512105476573179 0.0089529149348725277 0.0055891272147831194 0.0096356973021934078 0.0038423627398271216 0.0098086691158923121 0.0062413002509125693 0.0093375615786210446 0.0078528796732171662 0.0080413773264616881 0.0085100798724271794 0.0058592286783494671 0.0012494634547694922 0.0081098974771292055
leaf_weight=26 50 191 38 906 26 21 27 69 54 44 37 60 24 22 81 28 34 29 22 393 28 385 22 201 56 77 25 33 88 24
leaf_count=26 50 191 38 906 26 21 27 69 54 44 37 60 24 22 81 28 34 29 22 393 28 385 22 201 56 77 25 33 88 24
internal_value=0 0.00458184 0.00396189 0.00960765 0.00977881 0.00538401 0.00983842 0.00690887 0.00227508 0.00282915 0.00924884 0.0102184 0.00758063 0.00435914 0.00937671 0.00921922 0.00761722 0.00856877 0.00750187 0.0101162 0.0052943 0.00935872 0.00798033 0.00946059 0.00853994 0.00897855 0.010319 0.00439356 0.00180915 0.00960005
internal_weight=0 673 599 2448 2302 325 2276 146 274 220 892 1384 101 88 855 774 62 77 51 1324 66 712 49 663 77 278 931 224 132 74
internal_count=3121 673 599 2448 2302 325 2276 146 274 220 892 1384 101 88 855 774 62 77 51 1324 66 712 49 663 77 278 931 224 132 74
is_linear=0
shrinkage=0.00155591


Tree=349
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 2 1 2 475 2 2 1 51 160 52 52 12 4 1 3 16 12 131 12 12
split_gain=4188.36 722.99 403.965 359.831 288.045 198.777 141.307 136.849 132.426 102.212 101.558 75.0568 111.017 51.3635 50.1197 49.6165 46.8917 49.6181 53.1711 42.9718 60.2192 39.0837 48.0863 37.2796 36.851 34.7563 34.3612 31.2726 30.8783 29.5303
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.066784999999999983 -1.0000000180025095e-35 0.17025000000000004 0.11392000000000001 -0.085989999999999997 -1.0000000180025095e-35 0.039215000000000007 -0.10925999999999998 0.09141500000000001 -0.51843499999999987 0.076935000000000017 -0.12018999999999998 0.19444000000000003 0.10345000000000001 0.090175000000000019 -0.040564999999999997 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 16 8 29 15 11 -5 13 21 14 -7 -13 28 17 -3 -19 20 26 22 -1 -22 -23 -21 -15 -2 -4 -6
right_child=1 2 7 9 6 10 -8 -9 -10 -11 -12 12 -14 19 -16 -17 -18 18 -20 25 23 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011693889609295674 0.0098387677477907321 0.0029159688689512808 0.0020731570744215921 0.0082267496447373158 0.0093136429482819794 0.0097112260099856129 0.0047164185641055826 0.0058224893079828382 0.011206516162200158 0.0050576003914199518 0.0060415765669313568 0.0068867216441458792 0.0054861830859731456 0.0089159848933912378 0.0090169746386928075 0.00092667449432787892 0.0037912971919169189 0.0073709777895642767 0.0048803709588112901 0.0090795255472351233 0.0074072288623469804 0.0071765922985068667 0.0094570691535166302 0.0051361806328422592 0.0090622369405378069 0.0070992097162221749 0.0069100189135601099 0.0078583705170266333 0.0036052857933581983 0.0074927457209266858
leaf_weight=21 50 22 73 34 29 60 38 25 76 61 41 26 23 90 267 50 142 22 112 140 69 24 1131 20 302 22 23 26 46 56
leaf_count=21 50 22 73 34 29 60 38 25 76 61 41 26 23 90 267 50 142 22 112 140 69 24 1131 20 302 22 23 26 46 56
internal_value=0 0.00489946 0.0043728 0.00898606 0.0051786 0.00909974 0.00706434 0.00262412 0.00931284 0.00619182 0.00824277 0.00923262 0.00858471 0.00845562 0.00882794 0.00215099 0.00440026 0.00495458 0.00528928 0.00824865 0.00779798 0.00937114 0.00949784 0.00689688 0.00892342 0.00881059 0.00850769 0.00916126 0.00266541 0.00811399
internal_weight=0 691 615 2430 421 2335 123 194 1870 95 465 1794 316 424 293 169 298 156 134 364 202 1478 1152 89 326 162 113 76 119 85
internal_count=3121 691 615 2430 421 2335 123 194 1870 95 465 1794 316 424 293 169 298 156 134 364 202 1478 1152 89 326 162 113 76 119 85
is_linear=0
shrinkage=0.00146466


Tree=350
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 2 4 15 14 0 159 4 0 12 47 1 2 4 12 150 0 16 4 52 148 1 43 2 47
split_gain=4267.34 509.748 445.889 376.299 249.933 167.611 159.498 152.289 132.08 101.256 90.0593 88.3521 84.2139 82.307 93.2561 78.6077 65.7022 63.111 65.9239 60.8524 52.9586 45.57 44.9212 41.2454 41.2219 40.3716 38.1559 35.8712 36.4158 32.5511
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.13075500000000004 0.14285500000000004 0.04735000000000001 0.024640000000000006 0.076175000000000007 -0.23194499999999998 0.078675000000000009 0.27834500000000006 -0.079119999999999982 0.13597000000000004 0.081320000000000017 0.16540500000000002 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10836499999999999 -0.44310499999999992 -0.49405499999999997 -0.52606999999999993 -0.043434999999999994 0.09697500000000002 -0.079734999999999986 0.089775000000000008 0.07813500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 25 11 9 15 13 -1 20 22 21 23 26 -7 18 -12 -20 -5 -4 -9 -15 -2 -3 27 -6 -29 -8
right_child=1 5 7 6 8 16 29 12 -10 -11 17 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.023514479740162998 0.021631534665286833 0.01438413727089531 0.01922884604401634 0.018660530336504135 0.016830540461320778 0.014329471244222458 0.013016301554187029 0.021340504073513587 0.021941427995544421 0.023163138061710158 0.02213447058054353 0.015485066804442107 0.017218299025072784 0.021942814891096934 0.017912317103764324 0.019872585271691928 0.011504536203398801 0.019131968931583358 0.021040079578546263 0.017865933078163025 0.016531571966964358 0.021484663810681884 0.019901699022437928 0.020743935788352645 0.019516607309755685 0.01658150440038466 0.016978143244719159 0.020671253736272713 0.018011547716120749 0.015552687011504774
leaf_weight=22 28 22 20 79 21 130 25 67 21 61 56 43 21 72 24 41 21 62 36 21 38 1174 165 505 73 111 96 20 26 20
leaf_count=22 28 22 20 79 21 130 25 67 21 61 56 43 21 72 24 41 21 62 36 21 38 1174 165 505 73 111 96 20 26 20
internal_value=0 0.0164348 0.0208603 0.0177618 0.0194698 0.015005 0.0166083 0.0211385 0.0184027 0.0212856 0.0206886 0.0173015 0.02006 0.0212217 0.0207745 0.0180385 0.0139366 0.0203334 0.0209925 0.0198707 0.0179691 0.0214469 0.0203172 0.0208935 0.0201029 0.016218 0.0175771 0.0184353 0.0191679 0.0141436
internal_weight=0 590 2531 306 422 284 205 2109 225 1856 197 160 253 1795 601 204 151 175 113 57 117 1194 232 577 101 133 163 67 46 45
internal_count=3121 590 2531 306 422 284 205 2109 225 1856 197 160 253 1795 601 204 151 175 113 57 117 1194 232 577 101 133 163 67 46 45
is_linear=0
shrinkage=0.00148187


Tree=351
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 2 159 2 2 4 132 2 1 4 12 15 16 4 159 2 47 16 3 43 1 3
split_gain=3602.66 586.304 380.894 306.905 213.358 211.711 152.971 119.575 98.5913 95.0499 91.5201 89.7904 67.0929 99.2402 64.7154 52.828 50.6752 84.1381 49.5702 43.5183 40.1274 43.1489 59.3729 39.1307 38.3789 38.3755 34.0637 39.444 29.66 29.1917
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 -1.0000000180025095e-35 0.11474000000000002 0.14753000000000002 0.40945500000000007 0.08764000000000001 0.094835000000000017 0.088975000000000012 -0.081114999999999979 0.09320500000000001 -0.053579999999999996 0.0057500000000000008 -0.16363499999999997 0.088800000000000004 0.31358000000000003 0.090100000000000013 0.27776000000000006 -0.11171999999999999 0.016310000000000002 0.086920000000000011 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 24 6 8 15 9 20 -4 -6 13 29 23 -1 25 -18 -10 -17 28 -22 -23 -14 -3 26 27 -11 -5 -12
right_child=1 2 10 5 11 -7 -8 -9 18 16 12 -13 14 -15 -16 19 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010404475274220483 0.0094316371971833561 0.0043463511760233643 0.0058893063429679114 0.010088910891579131 0.0085433325404440114 0.0046483051494086575 0.0061101900810770389 0.0053101947646562826 0.011773630960646108 0.0094163257492908565 0.0036251493368682393 0.0047471611099583659 0.0013579426008209917 0.0022296839532624821 0.003977558862909159 0.0087274616612801233 0.0096957104948204725 0.0056948118451706845 0.0096968314455041209 0.0055110461150536935 0.011042333944768711 0.0091126681033316705 0.0060191266213872737 -0.0014782080877400715 0.0063476783792474293 0.0082703166209799495 0.0094690477292803908 0.0061257870717035794 0.009484040207293324 0.0062239959144432507
leaf_weight=26 74 191 26 835 77 26 37 69 90 23 22 24 50 105 21 30 29 33 54 21 25 106 22 20 33 114 555 20 333 30
leaf_count=26 74 191 26 835 77 26 37 69 90 23 22 24 50 105 21 30 29 33 54 21 25 106 22 20 33 114 555 20 333 30
internal_value=0 0.004881 0.00431881 0.00935778 0.00557352 0.00951059 0.00956613 0.00694846 0.00962324 0.00952896 0.00283056 0.00764127 0.00250989 0.00318847 0.00133914 0.00841652 0.00905211 0.0075662 0.0109948 0.00740306 0.00980836 0.00898315 0.00858097 0.000547614 0.00464119 0.0091815 0.00935521 0.00788584 0.00991646 0.00512448
internal_weight=0 673 599 2448 325 2302 2276 146 2239 2095 274 101 248 157 91 77 774 62 144 51 1321 153 128 70 224 712 598 43 1168 52
internal_count=3121 673 599 2448 325 2302 2276 146 2239 2095 274 101 248 157 91 77 774 62 144 51 1321 153 128 70 224 712 598 43 1168 52
is_linear=0
shrinkage=0.00171365


Tree=352
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 132 123 4 2 11 47 52 2 3 1 15 0 160 3 0 3 15 4 3 4 0
split_gain=3466.97 423.283 383.132 256.379 212.76 145.251 143.009 138.667 112.747 88.1844 87.0965 87.0842 69.0372 62.8088 62.8063 58.7764 67.098 77.6677 57.7769 57.3659 51.8862 81.1604 49.6011 47.7899 43.713 36.5577 35.361 68.4051 34.4342 32.2384
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.09141500000000001 0.085505000000000012 -0.16363499999999997 0.40124500000000002 0.082150000000000015 0.089295000000000013 0.033845000000000007 0.14960000000000004 1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 0.10402500000000002 -0.0043399999999999992 0.086105000000000015 1.0000000180025095e-35 -0.066689999999999985 -0.081069999999999989 -0.13927999999999999 -0.13027499999999997 0.149315 -0.41942499999999994 -0.062539999999999984 0.092670000000000016 -0.041644999999999995 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 13 12 -6 28 14 24 20 19 23 26 16 17 -9 -15 -3 29 -22 -23 -4 -8 -14 -1 -28 -5 -7
right_child=1 6 5 8 7 11 10 15 -10 -11 -12 -13 25 18 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00799767044787013 0.0036144442964307546 0.0017216702458366759 0.0057278197858014104 0.0090546886741187521 0.007944002355773536 0.0093784424741498538 0.0058928668283275342 0.0038049079531898783 0.003898017293576105 0.0041624188565587486 0.0012223539947806585 0.0063213704473853499 0.0016924783059365386 0.010161495577361063 0.0093774489785756632 0.0066833058377993417 0.0027821580956623481 0.0068685364973812167 0.0074817002326275006 0.0041916714034969191 0.0041022437143961457 0.0085972379009078004 0.0067689685830043065 0.0080750163810850342 0.003236227858170077 -0.00051767229927366157 0.0071641155160003349 0.0041591736656313993 0.0068114940134133863 0.0077164242366257576
leaf_weight=66 178 118 20 20 31 28 36 50 29 20 20 160 28 61 33 23 54 30 26 26 21 45 133 1139 23 43 94 21 69 476
leaf_count=66 178 118 20 20 31 28 36 50 29 20 20 160 28 61 33 23 54 30 26 26 21 45 133 1139 23 43 94 21 69 476
internal_value=0 0.0034844 0.00753637 0.00475507 0.0062271 0.00779834 0.00220508 0.00503467 0.00647567 0.00718513 0.00393701 0.00732367 0.0015687 0.00812711 0.00746762 0.00446022 0.00407864 0.00495377 0.00936064 0.00216764 0.00755179 0.00690098 0.00723117 0.00803451 0.00485723 0.000353936 0.00711942 0.00661539 0.00731558 0.00780876
internal_weight=0 590 2531 296 422 2109 294 188 118 234 79 863 215 1246 214 157 134 80 87 144 703 199 178 1159 59 71 181 115 89 504
internal_count=3121 590 2531 296 422 2109 294 188 118 234 79 863 215 1246 214 157 134 80 87 144 703 199 178 1159 59 71 181 115 89 504
is_linear=0
shrinkage=0.00150528


Tree=353
num_leaves=31
num_cat=0
split_feature=1 4 1 4 52 150 2 0 15 14 2 43 1 147 149 15 41 3 4 0 3 4 3 15 151 14 15 10 51 1
split_gain=309.545 44.5201 40.9472 41.8461 32.4845 29.4166 28.6229 30.6236 28.3149 25.5196 23.042 20.1844 18.6002 16.5872 14.5015 14.1735 16.0894 14.4728 21.5787 19.7415 17.7127 16.4641 14.1145 13.3533 19.6897 13.152 15.2632 13.9019 12.3159 16.4328
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 0.084680000000000019 0.11362000000000001 0.0059850000000000016 0.035560000000000008 0.062655000000000016 0.14285500000000004 -0.52440999999999993 0.16540500000000002 0.089365000000000014 0.07770500000000001 -0.15914499999999995 0.089785000000000018 0.10299500000000002 -0.49013999999999996 -0.062764999999999974 -0.045649999999999989 -0.16363499999999997 -0.016324999999999996 -0.015744999999999999 -0.087374999999999994 -0.45687499999999998 -0.56368999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -4 8 10 9 22 23 11 -2 -1 14 15 25 -13 17 18 20 28 -17 -21 -8 24 -5 -3 -27 -28 -20 -30
right_child=1 12 3 4 -6 -7 7 -9 -10 -11 -12 13 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0032617160340297213 0.0058288900346732016 0.0040465721332877194 0.0076788550653796115 0.0012640246310262166 0.0069526750647424815 0.0026986741442479993 0.0063668866884874732 0.00098239778397662221 0.0070034809466785744 0.0088599166192551669 0.002162726215622733 0.0086847547770900427 -0.00087055055725319703 0.0042212650919994819 0.0054665069392042902 0.011045856048072591 0.0041686775327117618 0.0042168605185080883 0.0070102068522680753 0.0068233233300929322 0.0072339398046959288 0.0030421566427982242 0.0032698752223477368 0.00063628583468907708 0.0044704946904387038 0.0046988922262292745 -0.00086358343231704904 0.0020534915182213926 0.0065865968291851382 0.0041189936640924048
leaf_weight=22 170 54 82 34 64 82 120 20 34 83 27 56 21 33 24 30 31 28 1446 29 37 34 24 22 111 24 27 125 181 46
leaf_count=22 170 54 82 34 64 82 120 20 34 83 27 56 21 33 24 30 31 28 1446 29 37 34 24 22 111 24 27 125 181 46
internal_value=0 0.00351655 0.0065551 0.00537739 0.00466524 0.00455411 0.00673918 0.00525702 0.00393691 0.00685741 0.00532642 0.00677317 0.0024639 0.00681276 0.00273958 0.00685735 0.00680239 0.00684698 0.00688782 0.00680859 0.00894077 0.00478269 0.00585072 0.00331258 0.00371863 0.00245503 0.00196672 0.00153533 0.00688488 0.00608655
internal_weight=0 554 2567 347 265 279 2220 164 201 2056 197 1973 275 1951 254 1918 1862 1831 1803 1736 67 63 144 167 145 230 176 152 1673 227
internal_count=3121 554 2567 347 265 279 2220 164 201 2056 197 1973 275 1951 254 1918 1862 1831 1803 1736 67 63 144 167 145 230 176 152 1673 227
is_linear=0
shrinkage=0.00368659


Tree=354
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 124 4 47 14 4 1 457 160 1 52 48 16 16 159 42 52 150 1 0 3 47 13
split_gain=2473.76 422.183 263.229 218.637 190.961 133.61 102.506 79.7625 73.3121 72.723 51.8807 50.8615 38.887 49.101 37.2735 35.5809 32.8822 41.1486 32.5987 32.4524 43.5553 47.8398 45.1092 30.3617 28.3757 27.0889 26.5545 26.5423 26.3076 25.3027
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 -0.080389999999999989 0.40473500000000007 0.13082500000000002 0.062655000000000016 -0.013125 0.093100000000000002 0.048635000000000005 0.030480000000000004 0.11392000000000001 -0.024714999999999997 0.085130000000000025 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 0.086555000000000007 -0.077024999999999996 1.0000000180025095e-35 0.15964000000000003 -0.07847999999999998 0.013900000000000001 0.08265500000000002 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 11 14 -6 23 19 15 28 -5 -9 17 18 -3 27 21 -21 -22 -4 -19 -25 -17 -1 29 -14
right_child=1 2 10 8 9 -7 -8 12 -10 -11 -12 -13 13 -15 -16 26 -18 24 -20 20 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0088341128120025918 0.0084274444796954701 0.002307204553138621 0.00019916560739482298 0.0034790519074105399 0.0074848563957744139 0.0055038036164178523 0.004694342460138631 0.0082068927370671715 0.0080642527682259768 0.0046326310587392486 0.0048186797330305479 0.010342783846957644 0.0083013082295219746 0.0049937760643694725 0.0060980854780823771 0.010663756683032157 0.0034790319905750834 0.0064070515985630312 0.0046512156049867189 0.00785443314465681 0.0095891443299588631 0.0045645037482623827 0.0071177723975656077 0.0026339263228831174 0.0043051445173741256 0.00056850262625333426 0.0085592455946728162 0.0074480803883601237 0.0095827833381612482 0.0073221959291432919
leaf_weight=1130 76 31 27 36 87 48 22 409 28 40 21 59 129 20 31 34 158 45 44 42 61 20 36 103 35 24 40 44 24 217
leaf_count=1130 76 31 27 36 87 48 22 409 28 40 21 59 129 20 31 34 158 45 44 42 61 20 36 103 35 24 40 44 24 217
internal_value=0 0.00453451 0.00405343 0.00828872 0.00477579 0.00839465 0.00845532 0.00849185 0.00568511 0.00658652 0.00223719 0.00875204 0.00807698 0.00766576 0.00469084 0.00840902 0.00404109 0.00461403 0.00368236 0.00868163 0.00793933 0.00679317 0.00867193 0.00188517 0.00548747 0.00224361 0.00952618 0.00878217 0.00781019 0.00768724
internal_weight=0 691 615 2430 440 2335 2287 2265 95 127 175 1392 873 390 67 483 313 155 75 1333 159 62 97 154 80 127 74 1174 370 346
internal_count=3121 691 615 2430 440 2335 2287 2265 95 127 175 1392 873 390 67 483 313 155 75 1333 159 62 97 154 80 127 74 1174 370 346
is_linear=0
shrinkage=0.0017508


Tree=355
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 4 150 1 50 2 12 40 1 4 4 1 4 15 2 1 0 2
split_gain=6779.49 1087.85 570.486 479.593 362.185 335.126 282.002 200.439 188.824 175.267 165.644 103.963 111.785 103.903 97.8419 93.3209 70.3025 70.2518 66.427 60.7053 59.1826 49.9181 48.9454 48.2358 45.9562 45.1736 44.4692 41.6901 51.6907 41.4295
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 -0.15289999999999995 1.0000000180025095e-35 0.12337000000000002 0.041865000000000006 -0.0091949999999999983 0.09141500000000001 -0.077714999999999992 0.13075500000000004 -0.51843499999999987 0.053180000000000012 0.12408500000000001 -0.036839999999999991 -0.087894999999999987 0.11411 0.076935000000000017 -0.030209999999999997 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 19 11 -8 14 -4 18 17 -10 22 24 25 -13 21 -3 26 -1 27 -15 -2 -6 -5 28 -7 -23
right_child=1 4 10 20 16 9 8 -9 13 -11 -12 12 -14 23 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022318157218838116 0.020284153918063184 0.013752194599345877 0.018965452047988572 0.017131907819079219 0.011807355883351313 0.019535496944432917 0.017466704453662878 0.022195935270882254 0.017499505236724139 0.016306085770643637 0.015390204305525394 0.017389855156935093 0.016702793678882305 0.014763307634188625 0.016773325731489593 0.016644707616147513 0.013715207795428909 0.019767168331103542 0.01966306620202786 0.011674281530860517 0.013174918414097942 0.020464629853142628 0.018575363345010622 0.013141330879516279 0.018630345162577618 0.009600903164533962 0.014775740970440489 0.020379723406124935 0.017625209172168969 0.019937408961886286
leaf_weight=21 50 46 34 21 64 175 54 76 20 41 63 23 25 122 28 27 26 268 334 50 24 754 114 42 67 21 39 81 28 383
leaf_count=21 50 46 34 21 64 175 54 76 20 41 63 23 25 122 28 27 26 268 334 50 24 754 114 42 67 21 39 81 28 383
internal_value=0 0.0150676 0.0197458 0.0173863 0.0138797 0.0198738 0.0145586 0.0201192 0.0153204 0.0188839 0.0166434 0.0200319 0.0193517 0.0146905 0.019132 0.0188323 0.0118368 0.0195793 0.0201759 0.0126699 0.0149074 0.0203239 0.0192979 0.0143479 0.0193371 0.0112622 0.0156004 0.0195879 0.019272 0.020287
internal_weight=0 673 2448 228 445 2351 334 1884 238 467 97 1808 316 184 426 144 111 291 1492 96 84 1158 398 164 117 85 60 284 203 1137
internal_count=3121 673 2448 228 445 2351 334 1884 238 467 97 1808 316 184 426 144 111 291 1492 96 84 1158 398 164 117 85 60 284 203 1137
is_linear=0
shrinkage=0.0013054


Tree=356
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 2 3 2 150 0 47 1 12 4 47 3 40 3 0 4 2 3 52 52
split_gain=4592.44 743.367 478.618 407.1 279.124 217.927 148.913 118.787 118.627 115.531 113.758 108.33 83.7797 75.877 72.1324 59.0011 107.917 78.8654 59.6425 54.5488 38.5328 38.2375 36.632 36.5808 35.6533 31.9154 30.3265 29.8816 29.652 42.1538
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.14122000000000004 0.40945500000000007 0.11474000000000002 0.30112000000000005 -0.090999999999999984 1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.09141500000000001 -0.52556499999999995 0.090100000000000013 -0.010424999999999999 -1.0000000180025095e-35 -0.13927999999999999 -0.061629999999999997 -0.0070899999999999991 0.089775000000000008 1.0000000180025095e-35 0.039215000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 -5 10 14 12 25 22 -1 23 16 17 -15 19 -17 27 -12 -4 -7 -20 -6 -19 -3 29 -25
right_child=1 2 8 7 11 9 -8 -9 -10 -11 21 -13 -14 15 -16 18 -18 26 24 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0058362684272531048 0.0081838776510406667 0.0030828552804871719 0.0033954660019120337 0.0074398010832935867 0.0088304661753521429 0.0087330508636783363 0.01033300091997914 0.004254966859102983 0.00041011387171121795 0.0052005999385826996 0.0029204282880215988 0.0040455567124475129 0.0015701321940384326 0.0081139369713609383 0.0054837043388313526 0.010887400773829057 0.010050512992582035 0.0067347035338918022 0.00816781993361064 0.0085999912719278704 0.0052133494693261933 0.0013526321393155514 0.005489151180709786 0.0076053755176502267 0.006689765202541418 0.0068454350627867623 0.0046373813466541241 0.0041698636107386881 0.0080285505810130959 0.0061056678421630229
leaf_weight=22 74 99 26 34 21 62 76 63 54 41 44 24 22 49 28 20 25 26 456 1151 33 88 40 134 33 56 26 92 154 48
leaf_count=22 74 99 26 34 21 62 76 63 54 41 44 24 22 49 28 20 25 26 456 1151 33 88 40 134 33 56 26 92 154 48
internal_value=0 0.00407789 0.00357064 0.00812814 0.00469769 0.00824188 0.00845003 0.0053713 0.00223382 0.00740216 0.00268146 0.00659285 0.00389081 0.00837088 0.00761404 0.0084021 0.00749619 0.00686393 0.00847086 0.00863906 0.00384317 0.00187523 0.00466437 0.00776392 0.00806807 0.00738681 0.00568604 0.00360644 0.00758509 0.00720985
internal_weight=0 673 599 2448 325 2351 1884 97 274 467 220 101 88 1808 426 1786 126 101 1660 1171 224 132 66 398 489 77 52 191 336 182
internal_count=3121 673 599 2448 325 2351 1884 97 274 467 220 101 88 1808 426 1786 126 101 1660 1171 224 132 66 398 489 77 52 191 336 182
is_linear=0
shrinkage=0.00137317


Tree=357
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 2 15 47 159 4 47 15 14 376 2 1 3 0 16 148 4 3 131 1 160 16 16 3
split_gain=2565.93 314.996 291.853 231.419 175.915 116.474 102.994 102.823 95.0312 60.7223 60.4457 51.5558 50.2375 46.3435 43.652 41.7215 44.8196 37.1397 30.925 30.6608 43.6997 30.381 29.7716 32.9789 29.6411 28.888 38.7989 31.093 26.4496 26.3821
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.091200000000000017 0.12958500000000003 0.14285500000000004 0.024640000000000006 0.081320000000000017 0.084250000000000005 0.018150000000000003 0.077555000000000013 0.13592500000000005 0.076175000000000007 0.080200000000000007 0.11177500000000001 0.16540500000000002 -0.11171999999999999 -0.11173999999999999 -0.43320999999999993 -0.043434999999999994 -0.064054999999999987 0.013900000000000001 0.080385000000000012 0.10060500000000001 -1.0000000180025095e-35 -0.069894999999999985 -0.073404999999999984 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 14 21 10 9 24 15 13 18 28 19 16 -5 -8 -1 20 -4 -3 -20 -24 25 26 -6 -28 -7 -30
right_child=1 6 5 7 8 11 17 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.005954328310758982 0.0081725215840206863 0.0017526696770827953 0.0094780044602520187 0.0079137714684135944 0.0038067269713326123 0.0095622549332954124 0.0018591684041975758 0.0015895975993652548 0.010312260305651189 0.0079429701989505528 0.0028498553241509492 0.0076905043285785948 0.011312733312751283 0.005911185019731739 0.011644548931929524 0.0037643072552399925 0.0050081634610233509 -0.0010957249548718886 0.0099523748929391791 0.0096657759127923466 0.0056479172168667786 0.0044218561329616929 0.0088272390980648971 0.0062135259761782573 0.0027719512580004434 0.0044263338914915153 0.0058061686471096658 0.0088285588964936677 0.0099323166197616154 0.0085036061676073502
leaf_weight=20 101 22 35 48 20 251 135 45 21 41 38 178 29 21 46 31 43 21 52 1126 20 106 66 30 20 64 33 26 65 367
leaf_count=20 101 22 35 48 20 251 135 45 21 41 38 178 29 21 46 31 43 21 52 1126 20 106 66 30 20 64 33 26 65 367
internal_value=0 0.00415663 0.0089433 0.00561162 0.00737419 0.00925728 0.00258892 0.00434991 0.00612544 0.00569445 0.00512625 0.00868435 0.00880042 0.00893563 0.00966911 0.00583529 0.00654079 0.00146139 0.00836675 0.00959217 0.00808525 0.00396309 0.00869275 0.00801045 0.00512887 0.0054585 0.00629469 0.00713807 0.00902862 0.00871857
internal_weight=0 590 2531 306 422 2109 284 205 225 204 160 882 197 704 1227 122 91 156 168 1181 55 128 148 96 163 143 79 59 683 432
internal_count=3121 590 2531 306 422 2109 284 205 225 204 160 882 197 704 1227 122 91 156 168 1181 55 128 148 96 163 143 79 59 683 432
is_linear=0
shrinkage=0.00206698


Tree=358
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 1 2 2 3 1 1429 52 12 52 2 160 4 1 12 40 0 3 15 43 160
split_gain=3564.46 604.193 386.172 296.173 201.218 177.819 161.987 115.179 101.062 105.113 95.9344 94.8127 84.3974 55.0511 39.9308 69.0468 38.7062 34.0603 32.551 42.3812 48.9108 32.293 50.1899 33.4068 29.0921 29.0737 27.4416 26.4283 26.0763 23.3911
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.092845000000000025 0.091265000000000013 0.11474000000000002 0.30112000000000005 0.080270000000000022 0.084690000000000015 0.31359500000000001 0.10061500000000002 -0.024714999999999997 0.11682500000000001 -0.013084999999999998 -0.013125 0.086920000000000011 0.095780000000000018 -1.0000000180025095e-35 0.18019500000000002 -0.010424999999999999 0.090455000000000021 0.066275000000000014 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 11 9 13 -5 14 17 24 16 -16 -1 -6 -3 20 -20 25 23 -23 -4 28 -11 -9 -13 -28
right_child=1 2 8 10 12 -7 -8 27 -10 26 -12 21 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.010979660348985834 0.010386338990665123 0.0044365598484113642 0.0045402861734385085 0.009344787010804774 0.010398522696881133 0.0068060312796929803 0.0053973729055336178 0.013550687430449957 0.0008942164215511645 0.0038761152179921407 0.0055028348981587894 0.010532001855429343 0.0052240094125126108 0.0027103010985429026 0.010405140853748567 0.0070294824375553783 0.0088606683790603182 0.0079804863862399655 0.0090160012567363362 0.0045891805295889734 0.005709527917435891 0.010146016094037149 0.00688331946128856 0.0088943902579854753 0.007038381320552625 0.0080137179310310284 0.0035987398254773554 0.011444279622316537 0.0092304114369022999 0.0014674416484779609
leaf_weight=894 76 108 26 37 41 48 22 47 54 44 58 326 24 22 493 22 31 40 23 54 48 180 25 126 43 20 25 37 64 63
leaf_count=894 76 108 26 37 41 48 22 47 54 44 58 326 24 22 493 22 31 40 23 54 48 180 25 126 43 20 25 37 64 63
internal_value=0 0.0054273 0.00481448 0.010226 0.00615185 0.0103572 0.0104318 0.0104807 0.00318259 0.00373673 0.00699917 0.0103982 0.00829462 0.00527829 0.010677 0.0102609 0.0109086 0.00920443 0.00518622 0.00583393 0.00678064 0.00985629 0.00942314 0.00963064 0.00609707 0.010206 0.00267399 0.0126229 0.0103184 0.00207292
internal_weight=0 691 615 2430 338 2335 2287 2265 277 223 95 2181 105 91 1440 515 925 81 233 125 71 741 331 306 69 410 132 84 390 88
internal_count=3121 691 615 2430 338 2335 2287 2265 277 223 95 2181 105 91 1440 515 925 81 233 125 71 741 331 306 69 410 132 84 390 88
is_linear=0
shrinkage=0.00186431


Tree=359
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 457 3 42 52 2 2 14 44 11 0 51 150 4 1 42 43 2 12 42 52 13 4 13 16 4
split_gain=474.12 68.2053 60.9576 38.7582 36.4982 31.7353 28.0635 27.4526 23.3308 21.9686 30.1051 21.5561 21.3613 42.2435 21.1716 22.6354 20.5759 20.2724 19.59 19.5137 24.5398 17.7752 16.9455 16.1873 15.5822 15.2037 14.6794 14.3334 11.4963 11.1418
threshold=0.10920500000000001 -0.053259999999999995 1.0000000180025095e-35 0.11411 0.10252500000000002 0.048635000000000005 0.31534000000000006 0.11066000000000001 0.056145000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 0.082485000000000017 -0.10836499999999999 -0.033649999999999992 0.083095000000000016 -0.029144999999999997 0.13075500000000004 -0.0060199999999999993 -0.079914999999999986 0.14122000000000004 0.11734000000000001 0.086555000000000007 0.048520000000000008 -0.01163 0.033845000000000007 -0.47860499999999995 0.25084500000000004 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 21 7 9 27 25 -11 12 13 14 15 -1 24 -12 29 -4 -21 22 -6 26 -17 -3 -16 -8 -25 -2
right_child=1 6 19 -5 5 -7 8 -9 -10 10 17 -13 -14 -15 23 16 -18 -19 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0028478541210407477 0.0089042771879949776 0.0032488552008793701 0.0071799667837088481 0.0034590120691208215 0.006674145728176358 0.0032657928485116667 0.001637442833522897 0.00099052804698540609 0.0035485950843469893 0.007389755561932782 0.0062291764180137576 0.0085156563203282899 0.010008610528395159 0.0027673638389686768 0.0073504503730693407 0.0083142672714198312 0.0045921671237213598 0.0033479674603701308 0.0036526292392992719 0.0049581623304876758 0.0015617929225768706 0.0044014492614626857 0.0044267949668178857 0.0067758303058350032 0.0053751681318208412 3.5391801414624523e-05 0.0058362216220440395 -0.0013514467802948392 0.0052244925821140044 0.0063556612708083517
leaf_weight=20 20 39 22 70 346 34 34 37 32 24 26 80 20 22 998 46 40 140 20 72 26 41 33 635 25 20 61 25 46 67
leaf_count=20 20 39 22 70 346 34 34 37 32 24 26 80 20 22 998 46 40 140 20 72 26 41 33 635 25 20 61 25 46 67
internal_value=0 0.00365818 0.00671481 0.00519265 0.00681707 0.0060503 0.00293775 0.00339892 0.00148837 0.00375679 0.00425278 0.00699173 0.006928 0.00689546 0.006944 0.00578228 0.00631101 0.00379924 0.0063268 0.00462961 0.00405708 0.00627571 0.00647847 0.00703146 0.00727937 0.00215955 0.00726323 0.000370964 0.00667104 0.00694155
internal_weight=0 554 2567 177 2447 454 377 286 91 249 190 1993 1913 1893 1871 131 111 166 107 120 98 420 379 1740 71 59 1059 59 681 87
internal_count=3121 554 2567 177 2447 454 377 286 91 249 190 1993 1913 1893 1871 131 111 166 107 120 98 420 379 1740 71 59 1059 59 681 87
is_linear=0
shrinkage=0.00299653


Tree=360
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 47 1 14 4 1 1 3 2 1 0 52 2 12 12 52 16 34 0 10 47 4 51
split_gain=3769.11 645.549 372.905 313.874 255.383 179.278 116.751 114.38 109.988 108.849 98.4577 66.56 126.048 57.4313 111.796 53.3606 48.8671 57.7438 43.5834 42.9176 37.1136 35.1671 34.3606 29.1317 29.1295 33.2371 28.5888 28.5446 76.1144 37.7684
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.09253500000000002 0.062655000000000016 -0.013125 0.086920000000000011 0.080270000000000022 -0.12018999999999998 0.14122000000000004 0.075045000000000014 -0.046359999999999991 0.31359500000000001 0.17025000000000004 0.092550000000000007 0.096475000000000019 0.13389000000000004 0.13751500000000003 -0.038779999999999995 -0.036484999999999997 -0.38851999999999992 0.090100000000000013 0.41555500000000006 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 10 11 21 19 -5 13 16 20 18 -15 22 17 -7 -1 24 -13 -6 27 -8 -4 -26 -21 29 -29 -3
right_child=1 2 8 9 7 6 23 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0093927358600383939 0.0089162029347379258 0.0022894173056719549 0.0010355079050949332 0.008227641193838741 0.0093110674195214117 0.0088581726222870995 0.0049356669494249796 0.0047342799384518146 0.0054351590304908539 0.0048165636592971666 0.011068096575815305 0.0088490351393994277 0.0052791210327751241 0.0057279362341151165 0.0088655963537924397 0.0023078423973391729 0.0097493180673613403 0.0071973504522457477 0.0075502489878550329 0.0018383610944893622 0.0077889609034033141 0.0071885340089853219 0.0062853511003325918 0.0073346905395974852 0.002314218525894625 0.0043218257263977393 -0.00048873908157989635 0.0072509036433541368 0.0032684826273617715 0.004296008352305025
leaf_weight=894 76 25 25 34 27 263 27 40 25 61 62 139 37 28 495 30 105 60 31 28 173 56 22 21 67 27 22 24 21 176
leaf_count=894 76 25 25 34 27 263 27 40 25 61 62 139 37 28 495 30 105 60 31 28 173 56 22 21 67 27 22 24 21 176
internal_value=0 0.00471591 0.00419685 0.00875931 0.00500436 0.00887006 0.00829739 0.00685632 0.00244449 0.00603737 0.00918294 0.00844022 0.00794508 0.00910222 0.00869761 0.00423995 0.00884397 0.00854966 0.00933099 0.00200208 0.00826124 0.007879 0.00445623 0.00598524 0.00250109 0.00289087 0.000814437 0.00429265 0.00539244 0.00404643
internal_weight=0 691 615 2430 421 2335 825 123 194 95 1510 777 349 1448 523 298 428 323 925 169 312 83 268 48 119 94 50 246 45 201
internal_count=3121 691 615 2430 421 2335 825 123 194 95 1510 777 349 1448 523 298 428 323 925 169 312 83 268 48 119 94 50 246 45 201
is_linear=0
shrinkage=0.00152765


Tree=361
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 0 3 11 4 0 39 46 49 0 3 3 12 1429 484 133 51 159 0 48 130 483 160 133 456
split_gain=423.993 96.7228 55.7902 35.9034 35.5065 32.4462 29.9836 22.7409 20.8307 20.6788 18.861 17.8059 17.0188 16.7058 20.0422 16.2267 34.7611 14.8719 13.3049 36.7444 46.0592 15.1557 18.4498 18.7154 15.5648 13.2876 16.7927 12.8676 12.6195 15.2132
threshold=0.10124500000000002 -0.40967499999999996 0.13657000000000002 0.27834500000000006 1.0000000180025095e-35 0.092235000000000025 -0.13027499999999997 0.090900000000000009 0.080455000000000013 -0.15289999999999995 -0.069444999999999993 0.10166000000000001 0.083550000000000013 -0.067649999999999988 0.024095000000000002 -0.14186499999999996 -0.10831999999999999 0.10711000000000002 0.084770000000000012 0.073690000000000019 0.076280000000000014 0.081440000000000026 0.11389500000000001 -0.14920999999999998 0.083985000000000018 -0.076894999999999977 0.085510000000000017 -0.022194999999999996 0.089200000000000015 0.090345000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 8 -6 11 18 -9 -8 15 25 -4 -15 -7 -17 -12 21 -20 -21 22 23 27 -23 -3 28 -1 29 -27
right_child=1 2 13 -5 6 7 10 9 -10 -11 17 -13 -14 14 -16 16 -18 -19 19 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0074840293006732984 0.0069946702643384623 0.001112873713483589 -0.00066011898011220462 0.0026702411651210543 0.0019190686209555163 0.0081183559296482966 0.0071312183080653145 0.0061524148522741793 0.0095579629635417218 0.002360223739391079 0.0063442113181515656 0.0037790179110698038 0.0064840928617326717 0.0029154997176019885 -0.00044630925035012581 0.002732104110697874 0.0065744101716767702 0.0032166748164207748 0.0078612295364240293 0.00054507283030339935 0.0067655219151904183 0.0068416175637214536 0.0050106939871987794 0.0072511589846023005 0.0046305168196578783 0.0039318667147635973 0.0056432084912956936 0.010872521978361102 0.0018285591552586362 0.0010127613743851516
leaf_weight=21 102 23 20 21 21 63 72 32 35 27 30 24 20 129 21 25 587 32 50 22 27 116 36 1192 45 200 37 25 46 20
leaf_count=21 102 23 20 21 21 63 72 32 35 27 30 24 20 129 21 25 587 32 50 22 27 116 36 1192 45 200 37 25 46 20
internal_value=0 0.00409936 0.00365924 0.00682424 0.00419526 0.00686172 0.00546457 0.00631957 0.00712364 0.00441701 0.00602021 0.00648016 0.00362664 0.00207956 0.00244485 0.0065762 0.00641745 0.00473 0.0070681 0.00593659 0.00397267 0.00714616 0.00726275 0.00732824 0.00622361 0.00345134 0.00362885 0.0093256 0.00334866 0.00366649
internal_weight=0 773 671 2348 501 2327 155 758 1569 59 134 699 346 170 150 675 612 62 1534 99 49 1435 1274 1238 161 326 303 46 266 220
internal_count=3121 773 671 2348 501 2327 155 758 1569 59 134 699 346 170 150 675 612 62 1534 99 49 1435 1274 1238 161 326 303 46 266 220
is_linear=0
shrinkage=0.00319123


Tree=362
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 14 2 2 4 11 2 457 1 1 0 49 4 47 4 15 10 11 52 43 12
split_gain=6043.68 955.389 630.641 505.695 359.084 300.919 240.455 200.644 177.861 159.172 142.235 129.496 103.919 80.8321 76.2309 72.628 59.804 93.6539 59.1902 54.448 53.3022 43.3286 43.0121 42.7601 41.7439 43.3521 40.0693 36.9149 33.7476 33.734
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.091265000000000013 0.092845000000000025 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.11474000000000002 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 0.094835000000000017 0.080930000000000016 0.084525000000000003 0.087135000000000004 -0.23001499999999997 0.088340000000000016 -0.0070899999999999991 0.090100000000000013 0.018150000000000003 -0.41942499999999994 -0.38124499999999995 0.082485000000000017 0.039215000000000007 0.066275000000000014 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 22 6 10 15 12 14 18 21 13 -4 16 -1 23 -18 -5 -20 -17 -6 -3 28 -14 -26 -16 -25 -8 -23
right_child=1 2 8 5 11 -7 9 -9 -10 -11 -12 -13 24 -15 26 20 17 -19 19 -21 -22 29 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0099773046865285434 0.0093466623211208907 0.0042489448640356314 0.0044623606355970753 0.0098332323684151169 0.0099987723877205895 0.0048726485948766569 0.0093416253640468041 0.005103287690242023 0.0054164231230358047 0.006137284518342865 0.011696004997830672 0.0048160763805903326 0.0023217846550913209 0.0023203191133701123 0.011755282750026649 0.0058538921249291428 0.0092876430424291868 0.0052054575860688264 0.0070839817136446838 0.009341789766723084 0.0085629555789564996 0.0087158216147773179 0.0058981536283173562 0.0079248316464774256 0.0017029467106067235 -0.00067545723873826166 0.009619612691123226 0.0091326361377496584 0.0084222258272388505 0.0066399024117233278
leaf_weight=28 71 191 44 1027 21 26 352 66 37 37 64 24 32 109 22 24 20 20 20 382 28 30 33 115 25 30 54 74 89 26
leaf_count=28 71 191 44 1027 21 26 352 66 37 37 64 24 32 109 22 24 20 20 20 382 28 30 33 115 25 30 54 74 89 26
internal_value=0 0.00471879 0.00417298 0.0092323 0.00543341 0.00938498 0.00943653 0.00682492 0.00269413 0.00883783 0.00975051 0.00752151 0.00227444 0.00293633 0.00897177 0.00824526 0.00882815 0.00724655 0.00966338 0.00922946 0.00731262 0.00836476 0.00449191 0.00892857 0.00111043 0.000405635 0.0102378 0.00839773 0.00915608 0.007752
internal_weight=0 673 602 2448 325 2302 2276 146 277 783 1493 101 240 153 746 80 670 40 1429 402 52 77 224 630 87 55 76 189 441 56
internal_count=3121 673 602 2448 325 2302 2276 146 277 783 1493 101 240 153 746 80 670 40 1429 402 52 77 224 630 87 55 76 189 441 56
is_linear=0
shrinkage=0.00133392


Tree=363
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 4 2 160 123 47 376 2 14 11 159 15 51 1 43 484 1429 1 151 52 16 3 15 16 0 160
split_gain=393.733 89.8681 37.0106 34.1933 36.0654 31.6608 29.7571 22.5982 26.2509 21.7455 23.5731 21.7477 20.1015 19.6567 18.5095 20.4642 18.172 17.7162 19.1511 16.1071 15.2487 21.8433 17.2371 15.078 22.7456 16.7615 15.0655 15.505 13.6866 13.6464
threshold=0.10124500000000002 -0.053259999999999995 0.11669000000000002 -0.03898999999999999 0.10276500000000001 0.27834500000000006 0.094835000000000017 1.0000000180025095e-35 0.084025000000000016 0.085505000000000012 0.080200000000000007 0.31358000000000003 -0.10708499999999999 1.0000000180025095e-35 0.082585000000000006 0.024640000000000006 0.089685000000000001 0.10612500000000001 -0.080554999999999974 0.091180000000000011 0.084770000000000012 0.080270000000000022 0.055020000000000006 -0.53447999999999996 -0.056919999999999991 -0.097174999999999984 -0.41942499999999994 -0.43320999999999993 -0.050064999999999991 -0.40957499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 12 -2 28 6 13 8 19 11 -11 -4 -3 20 15 17 -15 18 -14 23 22 -22 -1 -8 -25 -26 -6 -28 -5 -27
right_child=1 2 9 4 26 -7 7 -9 -10 10 -12 -13 14 16 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=0.0063552850865229256 0.0065013729986490992 0.006561595585295588 0.0019879467505202345 0.0059128261803390297 0.0042312064709747457 0.0024243340180296323 0.0067394386805419626 0.006563652594408019 0.0018719209997106517 0.0045514939472684843 0.00076683748606720442 -0.0010815970414650236 0.0041649581054638467 0.0086244250551388412 0.0013876998082474345 0.006641679636321827 0.0053252208473939288 0.0042951521865780308 0.00037319878747125968 0.0074666482251756587 0.0058590707311020011 0.0025567205462760315 0.0044642560090853815 0.0058382847166676037 0.0024911901044146066 0.0069169386227960683 0.0031218543939974686 -0.00039594991942576446 0.0036809805548215515 0.0043999199310545602
leaf_weight=1500 87 21 186 86 32 21 50 143 20 54 20 23 21 57 31 21 20 85 27 30 78 23 44 159 36 22 25 20 34 145
leaf_count=1500 87 21 186 86 32 21 50 143 20 54 20 23 21 57 31 21 20 85 27 30 78 23 44 159 36 22 25 20 34 145
internal_value=0 0.00361412 0.00284032 0.00494649 0.00425981 0.00606445 0.0060973 0.00552916 0.00520896 0.00214134 0.00352861 0.00165015 0.00380056 0.0062969 0.00348715 0.00390976 0.00776749 0.00347841 0.00203209 0.00535996 0.00622807 0.00510705 0.0063014 0.00520656 0.00499484 0.00433421 0.00266917 0.00155839 0.00528047 0.0047315
internal_weight=0 773 489 284 197 2348 2327 605 462 283 74 209 206 1722 185 154 77 133 48 442 1645 101 1544 412 362 203 77 45 120 167
internal_count=3121 773 489 284 197 2348 2327 605 462 283 74 209 206 1722 185 154 77 133 48 442 1645 101 1544 412 362 203 77 45 120 167
is_linear=0
shrinkage=0.00297793


Tree=364
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 2 1 2 1 2 1 52 150 1 51 2 12 4 4 2 12 13 4 0 2 4 12
split_gain=4714.01 754.444 373.837 337.043 275.472 237.002 175.326 142.651 115.805 110.616 87.4593 74.8523 91.9158 74.0322 72.7222 69.9492 68.3315 60.8654 55.905 52.5033 52.0283 46.0586 40.0885 38.9622 37.6211 32.6091 31.832 31.593 29.2673 28.8578
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099185000000000009 -0.025214999999999998 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.11177500000000001 0.089625000000000024 0.090425000000000019 0.12337000000000002 0.048770000000000008 1.0000000180025095e-35 0.12205500000000001 0.11381000000000001 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.27044500000000005 0.11411 0.095780000000000018 -0.47860499999999995 -0.013125 -0.060129999999999996 0.087675000000000017 -0.014149999999999998 0.080890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 11 15 -4 21 19 18 25 24 23 -3 -12 -13 20 -1 -8 -5 29 -6 -2 28 -22 -21 -7
right_child=1 4 9 22 14 8 10 -9 -10 -11 17 12 -14 -15 -16 -17 -18 -19 -20 26 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012598580312838135 0.0099623436929775211 0.0044523425898053979 0.0089358677359101177 0.0063425401371011263 0.0015920238479942266 0.008995140693748965 0.0081159622507259669 0.012055528320081131 0.0063588489254002333 0.0055296082347137633 0.0042456072139745536 0.0072187012732380451 0.0064591787592544721 0.0064963772362471002 0.0033499453650100218 0.0067117952689584289 0.0025768114442695825 0.0068254243201200096 0.0096890470366358099 0.009994915531893734 0.010362376711718455 0.0052752480176309234 0.0041482941841311047 0.0087266783128408729 -0.00091226313189301405 0.0083288771123179086 0.008095750632772852 0.0098246652050023864 0.0089480248038882534 0.010172664242459214
leaf_weight=21 69 89 34 30 33 83 39 76 41 63 87 23 25 27 34 28 91 28 274 214 750 20 54 200 24 48 32 382 87 115
leaf_count=21 69 89 34 30 33 83 39 76 41 63 87 23 25 27 34 28 91 28 274 214 750 20 54 200 24 48 32 382 87 115
internal_value=0 0.00510352 0.00965154 0.00735471 0.0039501 0.00977235 0.00455722 0.0100129 0.00880178 0.00672355 0.00564659 0.00992707 0.00926183 0.00876799 0.00158836 0.0090369 0.00350416 0.00487374 0.00949774 0.0100712 0.010225 0.00715301 0.00493195 0.00920047 0.000537587 0.0092922 0.0095389 0.0101809 0.00969233 0.00967906
internal_weight=0 673 2448 228 445 2351 354 1884 467 97 174 1808 322 144 91 426 180 115 297 1486 1153 59 84 398 57 117 333 1132 301 198
internal_count=3121 673 2448 228 445 2351 354 1884 467 97 174 1808 322 144 91 426 180 115 297 1486 1153 59 84 398 57 117 333 1132 301 198
is_linear=0
shrinkage=0.00152193


Tree=365
num_leaves=31
num_cat=0
split_feature=1 3 123 2 3 40 1 44 4 47 376 4 133 43 12 4 3 0 0 15 1 401 401 4 13 42 2 156 1 51
split_gain=364.359 52.7567 48.4746 29.6934 28.306 30.0253 25.5598 25.0042 27.4875 21.1208 22.6212 26.4041 20.5267 26.0269 17.1493 20.7032 19.0639 17.9317 17.077 15.6539 15.5531 15.1261 25.7568 21.4724 13.6115 13.5715 17.7152 16.8297 11.7746 12.3634
threshold=0.10920500000000001 -0.053259999999999995 1.0000000180025095e-35 0.11411 0.11924500000000002 0.0046150000000000002 0.15799000000000005 0.081805000000000017 0.36766000000000004 1.0000000180025095e-35 0.080200000000000007 0.41257000000000005 -0.030254999999999994 -0.079914999999999986 0.11734000000000001 -0.082249999999999976 0.092670000000000016 -0.087519999999999987 -0.038659999999999993 -0.079929999999999987 0.13075500000000004 0.080190000000000011 0.091320000000000026 -0.52556499999999995 -0.078704999999999983 0.11387000000000001 0.13913500000000004 0.10339000000000002 0.10254500000000001 -0.090529999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 7 9 8 14 25 11 -11 -4 -14 15 17 18 -1 24 -16 -2 23 -23 -19 -17 26 27 -3 29 -26
right_child=1 6 12 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 19 16 -18 21 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0073173058377150012 0.0057234804381820657 0.0024538929941137579 0.0063248222603508233 0.002762238368986725 0.0032171460598370634 0.0026613130893790079 0.00011809172198968193 0.0084605236152901758 0.0032040238413206484 0.0056579544502701629 0.0012384595627069684 0.0017239293424054852 0.0039382345158761062 0.00029871485887177833 0.0065497991688096696 0.005911823666544404 0.0033462475181452941 0.0083439923673333215 0.0029446579523110402 0.0036449984273035016 0.0028855732385719051 0.0021229279350086193 0.0065633221594507988 0.0059542121845224264 0.0045234556583322377 -5.382911693281131e-05 0.0008912722517921438 0.0052322163320383105 0.0033219281518049801 0.0055863449730813005
leaf_weight=99 87 146 21 70 41 28 40 27 38 51 23 20 78 21 21 783 32 34 20 61 20 22 22 460 108 22 54 21 23 628
leaf_count=99 87 146 21 70 41 28 40 27 38 51 23 20 78 21 21 783 32 34 20 61 20 22 22 460 108 22 54 21 23 628
internal_value=0 0.00292481 0.00551968 0.0042317 0.00560798 0.00564872 0.00231123 0.0056839 0.00565201 0.00257154 0.00373956 0.00454978 0.00371897 0.00316622 0.00569223 0.00574013 0.00556342 0.00618233 0.00560884 0.00438891 0.00519303 0.00597348 0.00434313 0.00611869 0.0056434 0.00211971 0.00233608 0.00280326 0.00536649 0.00543038
internal_weight=0 554 2567 177 2447 2406 377 2378 2351 337 94 71 120 99 2313 2231 1594 637 1562 82 107 538 44 494 1542 243 221 167 759 736
internal_count=3121 554 2567 177 2447 2406 377 2378 2351 337 94 71 120 99 2313 2231 1594 637 1562 82 107 538 44 494 1542 243 221 167 759 736
is_linear=0
shrinkage=0.00290183


Tree=366
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 2 4 52 150 49 2 50 1 12 11 1 1 4 15 1 1 3 51
split_gain=6991.39 1070.65 574.783 531.883 396.642 330.871 256.099 213.695 186.362 177.577 159.973 107.861 116.455 97.8868 96.2583 94.7181 83.1976 79.7068 78.8642 64.7449 63.6498 60.5392 59.0161 54.9754 52.3031 50.5284 45.1908 39.7637 39.1874 40.6296
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.15289999999999995 -0.52606999999999993 1.0000000180025095e-35 -0.054984999999999992 -0.0091949999999999983 0.041865000000000006 0.12000500000000001 0.09141500000000001 1.0000000180025095e-35 0.13075500000000004 0.13265500000000002 -0.51843499999999987 -0.087894999999999987 0.14754500000000001 0.12958500000000003 0.086245000000000016 -0.082744999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 19 11 27 -4 15 20 17 -10 -2 21 -16 -13 25 -3 24 -7 -5 -15 -1 26 -6 -8 -26 -30
right_child=1 4 9 22 18 10 8 -9 13 -11 -12 12 -14 23 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.026118517580321132 0.023837460877448789 0.01676320727641787 0.022250039349838664 0.017995218155843522 0.014855955731375877 0.022324695656667802 0.021329629989412357 0.026001731865686991 0.02029390309159574 0.017945624220706009 0.019217401878735548 0.020157803788385747 0.019460728556827362 0.017091889445751206 0.018478248653079878 0.01965819763072553 0.021882024732651186 0.02309972870097525 0.016008446584552787 0.01407383637038776 0.022991535460156184 0.024126442596105861 0.015178855877403063 0.014560975794403821 0.023760314674515188 0.010944380660451267 0.012299963365833628 0.018632321753909983 0.024011151866634516 0.021178501882248627
leaf_weight=21 45 30 34 60 34 349 34 76 20 63 41 23 25 141 21 28 78 274 26 66 333 49 24 23 1084 21 30 20 20 28
leaf_count=21 45 30 34 60 34 349 34 76 20 63 41 23 25 141 21 28 78 274 26 66 333 49 24 23 1084 21 30 20 20 28
internal_value=0 0.0175513 0.0230754 0.020226 0.0161809 0.0232248 0.0170071 0.0235083 0.0178512 0.0194544 0.0220811 0.0234035 0.0226071 0.0171236 0.0219967 0.0223567 0.02116 0.0228719 0.0136951 0.0149143 0.0235761 0.0225465 0.0171905 0.0167369 0.0237449 0.0129875 0.0136578 0.0203306 0.0237009 0.0223588
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 1808 322 184 144 426 99 297 111 96 1486 398 84 164 1153 85 64 54 1132 48
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 1808 322 184 144 426 99 297 111 96 1486 398 84 164 1153 85 64 54 1132 48
is_linear=0
shrinkage=0.00151791


Tree=367
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 14 1 4 2 1 2 49 12 47 457 2 12 4 475 2 47 3 16 4 49 1 156 52
split_gain=5038.56 833.724 415.566 358.911 285.725 250.539 176.633 142.051 133.482 129.078 117.738 79.3305 110.701 76.44 75.7321 75.1034 72.2227 65.2627 54.5513 55.6036 46.9419 44.4525 42.2362 41.4762 48.7851 62.9692 53.7327 40.845 39.8492 48.3437
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.098630000000000009 0.087735000000000021 0.062655000000000016 0.09253500000000002 -0.17966999999999997 0.14285500000000004 0.089770000000000016 0.090425000000000019 -0.054984999999999992 -0.42850999999999995 1.0000000180025095e-35 0.080930000000000016 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 -0.079029999999999975 0.15950500000000004 0.097480000000000011 0.30112000000000005 -0.020119999999999996 0.27287000000000006 -1.0000000180025095e-35 0.13075500000000004 1.0000000180025095e-35 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 9 11 -4 -3 16 18 17 -2 -6 -8 20 -13 19 -1 -7 -16 -15 24 25 -11 -26 -5 29 -22
right_child=1 4 8 27 14 10 15 -9 -10 23 -12 12 -14 22 21 -17 -18 -19 -20 -21 28 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0110815998929345 0.0056143382417121919 0.0079452395297739953 0.0079501790723368933 0.0049854833906484838 0.0029575924855765223 0.0092658747886283348 0.0025356788774561997 0.010547526002188163 0.0047874755646567357 0.006688545098599996 0.0056388861563070134 0.006299872919952502 0.0054478026428738287 0.0088780986147219774 0.0014332180290533498 0.0046279513237104481 0.0058018425781348314 0.0085578438374184738 0.0084124302169017555 0.0089691327390204363 0.007278216597172673 -0.00093416870186002494 0.0073538528901988262 0.0032430407797032442 0.0053959322488453081 0.0045001657699495542 0.0026551538194365433 0.0029998530618521187 0.0090419749410165402 0.0082830514412609961
leaf_weight=21 23 20 34 60 35 50 122 76 63 36 39 23 23 65 35 37 24 268 327 1136 161 21 56 35 20 55 29 24 47 156
leaf_count=21 23 20 34 60 35 50 122 76 63 36 39 23 23 65 35 37 24 268 327 1136 161 21 56 35 20 55 29 24 47 156
internal_value=0 0.00453109 0.00850536 0.00653135 0.00350623 0.00861302 0.00402885 0.00882488 0.00589605 0.00484936 0.00778066 0.00875206 0.00816465 0.00776404 0.0014732 0.00302256 0.00797137 0.00837938 0.00887636 0.00900747 0.00809714 0.000545448 0.00817266 0.00449555 0.00480868 0.0053659 0.00377384 0.00441816 0.0079366 0.00777271
internal_weight=0 673 2448 228 445 2351 354 1874 97 195 477 1798 314 144 91 159 438 291 1484 1157 414 56 121 175 140 91 49 84 364 317
internal_count=3121 673 2448 228 445 2351 354 1874 97 195 477 1798 314 144 91 159 438 291 1484 1157 414 56 121 175 140 91 49 84 364 317
is_linear=0
shrinkage=0.00128638


Tree=368
num_leaves=31
num_cat=0
split_feature=1 3 1 12 457 2 2 0 3 132 3 14 4 39 1 1 43 4 148 15 1 49 3 150 3 3 4 474 0 43
split_gain=384.754 53.8344 51.185 44.2255 39.4113 29.9556 29.1075 34.6875 26.6961 24.9318 24.1152 23.5535 22.5498 17.3981 17.7392 29.2313 17.2494 16.0113 15.6768 15.5723 14.761 14.6336 13.7174 13.259 17.9312 13.0502 12.8953 22.9899 22.8386 16.5926
threshold=0.10920500000000001 -0.053259999999999995 0.092845000000000025 -1.0000000180025095e-35 0.062030000000000009 0.11411 0.11362000000000001 0.0059850000000000016 0.31534000000000006 0.10365500000000001 0.076840000000000006 0.062655000000000016 0.053925000000000008 0.096625000000000016 0.11212500000000002 0.11751000000000002 -0.52440999999999993 -0.55119499999999988 -0.068554999999999991 -0.088749999999999982 0.14754500000000001 -0.067649999999999988 0.090900000000000009 -0.045534999999999992 0.149315 -0.082234999999999989 0.0052350000000000009 0.079590000000000008 -0.14649999999999996 0.060960000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -4 12 19 11 -8 10 20 13 16 21 14 -3 -16 -1 -18 -6 -2 -10 -5 26 -12 -25 -21 29 28 -28 -19
right_child=1 8 3 4 18 -7 7 -9 9 -11 23 -13 -14 -15 15 -17 17 22 -20 25 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0036296882543901316 0.0034685909962679138 0.00083465624061715633 0.0034449430892997562 0.0087503995031705979 0.004787834590929449 0.0032037540123268653 0.0055305389838712915 0.0014592341042801024 0.0013139097430480585 0.0035906247334641407 0.0022674449525430141 0.007822905463207866 0.0043846489267991883 0.0013850097319526293 0.0069073909095375514 0.002849584776698018 0.0088433587245871411 0.0064965470276361729 0.0013325701163935352 0.0076602152717708738 -0.0017071734970424259 0.0061669407783975748 0.0049830255930810438 0.0059377192884484415 0.0033957663590339945 0.0053194653036200273 0.0089245158212271879 0.0030465714753008456 0.0056835244215858336 0.0055293223131269364
leaf_weight=21 22 20 101 20 22 70 142 20 42 29 24 82 59 71 20 58 20 1347 22 32 20 225 70 47 46 53 20 25 204 167
leaf_count=21 22 20 101 20 22 70 142 20 42 29 24 82 59 71 20 58 20 1347 22 32 20 225 70 47 46 53 20 25 204 167
internal_value=0 0.00335911 0.00601874 0.00513107 0.00562044 0.00467588 0.00620691 0.00502791 0.0027409 0.00137548 0.00317535 0.00630456 0.005991 0.00247605 0.0032665 0.00389005 0.00623812 0.00626768 0.0030602 0.00563895 0.000339367 0.00637784 0.00623958 0.00418544 0.00468041 0.00620069 0.00628947 0.00567909 0.0059729 0.00638986
internal_weight=0 554 2567 449 348 177 2118 162 377 91 286 1956 304 169 98 78 1874 1853 44 107 62 245 1833 117 93 85 1763 249 224 1514
internal_count=3121 554 2567 449 348 177 2118 162 377 91 286 1956 304 169 98 78 1874 1853 44 107 62 245 1833 117 93 85 1763 249 224 1514
is_linear=0
shrinkage=0.00289434


Tree=369
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 1 2 2 4 132 475 150 2 12 4 47 15 3 1 1 3 2 4 3
split_gain=3990 655.555 407.779 307.729 260.262 198.031 124.177 111.803 108.164 102.919 95.4142 73.5441 107.545 70.9608 95.6335 73.1121 54.4075 63.4164 49.5432 41.4096 44.6726 40.6338 38.044 33.8836 32.9424 32.2335 31.0431 30.9475 30.8098 30.1685
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 0.14753000000000002 0.40945500000000007 0.08764000000000001 -0.066784999999999983 1.0000000180025095e-35 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -0.41942499999999994 -0.12711499999999995 0.11588000000000001 0.14754500000000001 1.0000000180025095e-35 0.087675000000000017 -0.036839999999999991 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 21 6 11 -4 24 -5 16 19 18 14 29 22 -7 -18 -13 20 -1 26 -15 -21 -6 -24 -3 -22 -2 -9
right_child=1 2 7 9 8 10 -8 13 -10 -11 -12 12 -14 15 -16 -17 17 -19 -20 23 27 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012552175980289137 0.010570333318018073 0.0043931697483426376 0.0066774572852652233 0.0092626575145752996 0.010004426128493466 0.010551411003807241 0.012056148447339172 0.0042859551989624881 0.0053875078686850273 0.0059378121619179519 0.0067702177527357854 0.0074534322483661561 0.0061632530270197237 0.003105423219441592 0.0031018919236444641 0.0047588461049963386 0.0091814323652878223 0.0067307771087464592 0.0098087758075673312 0.0078132925064732343 0.010466193312585062 0.0068424255332467619 0.0018845935898636906 0.0098355900795020941 0.0079688524747748481 -0.00067145175975338726 0.0056357794734971456 0.0099281322539745316 0.0084474960419695898 0.0066603537796310064
leaf_weight=21 50 99 26 34 44 63 76 22 24 63 41 23 23 23 105 21 346 27 268 21 754 33 25 306 33 22 92 382 24 30
leaf_count=21 50 99 26 34 44 63 76 22 24 63 41 23 23 23 105 21 346 27 268 21 754 33 25 306 33 22 92 382 24 30
internal_value=0 0.00555729 0.00502304 0.00979145 0.00618979 0.00990236 0.0101279 0.00363912 0.00824225 0.00710322 0.0090164 0.0100464 0.00936922 0.00332058 0.00394777 0.0022385 0.00922763 0.00900404 0.00962261 0.0101896 0.0103264 0.00526436 0.00148239 0.00970572 0.00913204 0.000688147 0.0049917 0.0102853 0.00988185 0.0056558
internal_weight=0 673 599 2448 325 2351 1874 274 101 97 477 1798 314 248 157 91 436 373 291 1484 1157 224 70 327 77 47 191 1136 74 52
internal_count=3121 673 599 2448 325 2351 1874 274 101 97 477 1798 314 248 157 91 436 373 291 1484 1157 224 70 327 77 47 191 1136 74 52
is_linear=0
shrinkage=0.00154009


Tree=370
num_leaves=31
num_cat=0
split_feature=1 52 1 4 1 52 15 0 50 2 9 8 43 2 132 3 123 150 4 159 4 47 156 15 133 1452 15 15 151 159
split_gain=345.117 48.9863 45.6436 46.6738 42.7433 35.0351 28.9206 28.6954 26.9126 25.7006 30.8519 28.345 21.668 43.9725 28.9966 19.9882 19.0318 18.9494 18.9277 18.1543 17.9955 16.999 15.4944 15.7378 14.7298 16.5529 13.2895 13.1089 17.5845 13.0414
threshold=0.10920500000000001 -0.26636999999999994 0.095950000000000021 -0.17966999999999997 0.14860500000000001 1.0000000180025095e-35 0.035560000000000008 -0.074229999999999977 0.14026500000000003 0.11448000000000001 -1.0000000180025095e-35 0.091215000000000004 -0.084004999999999982 0.08734500000000002 0.08518000000000002 0.092670000000000016 0.11679000000000002 0.085395000000000013 -0.46376499999999993 0.087225000000000011 -0.085594999999999991 0.11043500000000002 0.10272000000000002 -0.089964999999999976 0.10995500000000001 0.087755000000000014 -0.065449999999999994 -0.015744999999999999 -0.086944999999999981 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 8 6 27 15 9 10 -3 17 13 -9 -15 20 22 19 -14 21 -1 -12 23 -11 25 29 -17 28 -5 -22
right_child=1 4 3 5 -6 -7 -8 12 -10 16 11 -13 18 14 -16 26 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0092984212687332399 0.0080937145630607544 0.0027062892842062377 0.0090807372990797993 0.0022618786582303276 0.00087550219468836179 0.0082101385393225923 0.0081748368611598201 0.00031699997967539505 0.0086880675343908725 0.0041218191154449267 0.01124405675125812 0.0025628868123172884 0.0096250208968830971 0.0079228694458193926 0.0029322783190379822 0.0077755815552325667 -0.00031550939088479003 0.0041526218964535976 0.0072261674196975653 0.0055639339426188927 0.0082719132646610696 0.0066676858830865687 0.0065929468567508713 0.0017161083261963504 0.0069950586650279903 0.010576265671037324 0.0033021652632047992 0.0012914634126290196 0.0054106756596027988 0.0059912391983578247
leaf_weight=251 50 53 82 38 62 64 34 20 22 120 33 26 63 79 24 21 21 25 298 29 1197 21 25 67 157 48 21 22 107 41
leaf_count=251 50 53 82 38 62 64 34 20 22 120 33 26 63 79 24 21 21 25 298 29 1197 21 25 67 157 48 21 22 107 41
internal_value=0 0.00433973 0.00780026 0.00645913 0.00396732 0.00564792 0.00483209 0.00800988 0.00440101 0.00417645 0.0052744 0.00629015 0.00715371 0.00571237 0.00676001 0.00824858 0.00329526 0.00718745 0.0076448 0.00810156 0.00831577 0.00946436 0.00365293 0.00325988 0.00814484 0.00828521 0.00553887 0.00415153 0.00458547 0.00819638
internal_weight=0 554 2567 347 504 265 201 2220 442 420 187 134 484 123 103 1736 233 108 361 83 1694 54 212 187 1443 1286 42 167 145 1238
internal_count=3121 554 2567 347 504 265 201 2220 442 420 187 134 484 123 103 1736 233 108 361 83 1694 54 212 187 1443 1286 42 167 145 1238
is_linear=0
shrinkage=0.0039763


Tree=371
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 2 42 3 14 3 3 2 13 0 1 475 150 12 4 3 2 34 43 0 0 1 0 15 49 131
split_gain=2540.83 430.918 276.668 203.946 146.268 132.73 114.657 113.256 83.8253 72.81 81.6904 70.5957 49.9484 49.8271 74.9902 43.284 48.4593 41.049 42.4435 43.6275 40.8064 60.7104 36.1819 34.1696 43.1657 31.8305 27.5433 26.3314 33.4535 25.8997
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 -0.080389999999999989 0.10045500000000002 0.098630000000000009 -0.0060199999999999993 -0.022174999999999997 0.062655000000000016 0.31370500000000007 0.12745000000000004 0.14122000000000004 -0.47860499999999995 -0.10474999999999998 0.085345000000000018 -0.066784999999999983 1.0000000180025095e-35 0.089210000000000025 -0.52556499999999995 -0.13927999999999999 0.13501500000000002 -1.0000000180025095e-35 -0.080324999999999994 -0.061629999999999997 0.10455500000000001 0.11507500000000002 -0.15202999999999997 -0.097454999999999986 -0.069799999999999987 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 6 7 8 -1 25 13 10 20 15 -11 14 26 -7 -17 18 -15 -20 21 -4 -8 -19 -25 -3 -5 -16 -29 -2
right_child=1 2 9 5 -6 11 22 -9 -10 12 -12 -13 -14 17 27 16 -18 23 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0080819106040249823 0.0087182680851045913 0.0085999355310560875 0.002147879771086038 0.0097978807972573887 0.0043017630411020932 0.0087644921009568406 0.0053467232843095545 0.0044450758617041314 0.0099089725690059572 0.00274597057334477 0.0054998327760812423 0.0054029534412006587 0.00031453907546675526 0.010786564305240085 0.0075218883576818165 0.0075208896391449117 0.0054054029485068739 0.0081064951312621297 0.0062862355956342158 0.008525257193816492 0.0020467216139720807 0.0048242174743860075 0.0027883549774235755 0.0050529223071983723 0.0082786913770138207 0.0065915651081354283 0.0077886999878706989 0.006861534384436283 0.0040826378470998678 0.0066248902846618857
leaf_weight=35 54 40 36 23 199 63 43 43 77 54 41 41 34 20 21 343 29 637 22 927 64 50 20 21 20 38 63 20 23 20
leaf_count=35 54 40 36 23 199 63 43 43 77 54 41 41 34 20 21 343 29 637 22 927 64 50 20 21 20 38 63 20 23 20
internal_value=0 0.00457496 0.00413299 0.00802256 0.00513021 0.00811519 0.00580146 0.00649269 0.00830341 0.00298923 0.00353412 0.00737417 0.00180655 0.00823461 0.00736754 0.00755997 0.00735597 0.00831358 0.0085211 0.00847335 0.00299683 0.00370389 0.00453454 0.00801699 0.00662647 0.0076215 0.00832604 0.00607955 0.00537515 0.00815249
internal_weight=0 673 599 2448 320 2350 98 121 1874 279 191 476 88 1797 150 435 372 1647 969 949 150 86 63 678 41 78 86 64 43 74
internal_count=3121 673 599 2448 320 2350 98 121 1874 279 191 476 88 1797 150 435 372 1647 969 949 150 86 63 678 41 78 86 64 43 74
is_linear=0
shrinkage=0.00157143


Tree=372
num_leaves=31
num_cat=0
split_feature=1 4 97 3 148 13 376 15 1 49 3 12 2 4 14 16 15 150 12 0 12 0 0 52 133 150 43 15 13 132
split_gain=309.073 45.0852 41.7376 38.1712 31.03 31.1634 27.9464 25.4181 25.1067 29.2908 22.9924 22.9434 22.214 22.0864 19.3957 21.6644 18.794 18.284 16.8982 20.0254 16.8613 19.2955 17.7462 15.5687 15.2701 14.7865 14.6698 14.2972 17.4873 14.0861
threshold=0.10920500000000001 0.27044500000000005 -0.0047149999999999996 0.11924500000000002 -1.0000000180025095e-35 -0.28558999999999996 0.080200000000000007 0.024640000000000006 0.088770000000000016 -0.023059999999999997 -0.15327499999999997 0.091625000000000012 0.10731 -0.15289999999999995 -0.42495999999999995 -0.16927999999999996 -0.087894999999999987 -0.045534999999999992 0.082095000000000015 -0.11013499999999998 0.10124000000000001 -0.095504999999999993 -0.13027499999999997 -0.065544999999999978 -1.0000000180025095e-35 0.116995 -0.17390999999999998 -0.15026499999999995 0.086705000000000018 0.078465000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 7 -2 -6 29 8 11 16 -9 27 -5 -13 23 20 -10 -11 -12 -20 21 22 -16 -3 -21 -18 -15 -4 -29 -7
right_child=1 14 3 12 5 6 -8 10 9 17 18 13 -14 26 15 -17 25 -19 19 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021212583949978959 0.0011236598423439901 0.0021973004316149783 0.0090396070012531519 0.0058519322800489413 0.0025459752826319346 0.0067655957983583899 0.0026629643674384281 0.009503642810161337 0.0026597335474426932 0.0037522499127705458 0.0088620325703876127 0.0024323814087555654 0.00084304221742884143 0.0090015087373337098 0.0032394023241303698 -0.0014357658696568082 0.006931830547536778 0.0066547481324628873 0.0035426245835730934 0.0074478949840179219 0.00016435679471963767 0.0015884342139913926 0.0071041870441637825 0.0057761883652022701 0.0065553774533884781 0.003089280282474109 0.005936695192722382 0.0071250986468386372 0.0047972590334183539 0.0038377165114260531
leaf_weight=26 28 26 46 24 49 144 32 52 57 32 63 22 22 22 67 20 37 233 22 513 33 70 20 40 482 20 254 595 45 25
leaf_count=26 28 26 46 24 49 144 32 52 57 32 63 22 22 22 67 20 37 233 22 513 33 70 20 40 482 20 254 595 45 25
internal_value=0 0.00369462 0.00665997 0.00670641 0.00471805 0.00512063 0.00574828 0.00676633 0.00643514 0.00564775 0.0071651 0.00673841 0.00345638 0.00590425 0.00266377 0.00212868 0.00412165 0.00630426 0.00705251 0.00694041 0.00250388 0.00299563 0.00412786 0.00436632 0.00701554 0.00558357 0.00618099 0.00710078 0.00696142 0.00633248
internal_weight=0 554 2567 2541 278 250 201 2495 1363 379 1132 984 46 298 276 210 114 265 1080 1017 190 157 87 66 995 57 276 686 640 169
internal_count=3121 554 2567 2541 278 250 201 2495 1363 379 1132 984 46 298 276 210 114 265 1080 1017 190 157 87 66 995 57 276 686 640 169
is_linear=0
shrinkage=0.00360053


Tree=373
num_leaves=31
num_cat=0
split_feature=1 12 1 3 132 1375 133 13 484 12 4 130 4 3 4 4 51 2 14 15 15 52 14 13 13 16 14 0 3 129
split_gain=253.662 70.9934 35.0565 24.2538 22.4571 25.0865 26.5789 26.1198 26.8075 22.038 21.7864 21.1519 20.907 18.3754 24.5235 19.3334 17.8465 17.8017 16.3918 14.1494 13.9214 23.9359 17.9141 13.6242 13.5278 16.2232 13.5088 15.4779 18.0927 11.1243
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.31299000000000005 0.08696000000000001 -0.096099999999999977 0.087035000000000015 -0.08971999999999998 -0.011244999999999998 -0.42850999999999995 0.053180000000000012 -0.0060099999999999989 -0.033174999999999989 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 -0.40274499999999996 0.081685000000000021 -0.46166999999999997 -0.12255999999999999 0.040760000000000005 -0.046924999999999988 0.077685000000000018 -0.0093149999999999986 -0.085384999999999975 -0.072359999999999994 -0.10708499999999999 -0.23194499999999998 -0.0049599999999999991 0.099425000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 11 5 -4 7 -7 -9 -5 13 -2 -13 17 15 -15 -14 -3 -18 -1 21 -19 -22 -8 -16 -26 -10 -28 -29 -27
right_child=3 10 4 9 -6 6 23 8 26 -11 -12 12 16 14 24 -17 18 20 -20 -21 22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=0.0077235064499088799 0.00038779966792158656 0.0092395888515557252 0.0005762488756332866 0.0030863739398745435 0.00090796939323589925 0.0025356094549431581 0.0034003510363889299 0.0087637350296438429 0.0073235296159136114 -0.00025059755966614099 0.0048016382296340249 0.0057523423399457778 0.0055551184239141203 0.0051184165777557345 0.0062562969466504036 0.00088192508243509541 0.0051266034830524491 0.0065227643843174671 0.002150561578977154 0.0051176982912812729 0.010092654946307733 0.0027860387293987912 0.0060398838797905263 -8.3580042728649594e-05 0.0059819280527976994 0.005307769345571158 0.0026107245248354421 0.0036151641791337028 0.0060371694061578506 0.0028757522719336731
leaf_weight=26 31 27 22 34 28 52 31 20 20 58 285 32 24 28 413 20 23 82 156 171 21 24 27 20 572 679 38 59 77 21
leaf_count=26 31 27 22 34 28 52 31 20 20 58 285 32 24 28 413 20 23 82 156 171 21 24 27 20 572 679 38 59 77 21
internal_value=0 0.00538337 0.00434174 0.00243917 0.0037406 0.00397457 0.00421041 0.00462767 0.00513603 0.000982631 0.00565053 0.00294293 0.00327999 0.00577694 0.00567273 0.00335321 0.00289026 0.00677471 0.00253296 0.00546161 0.00634256 0.00567671 0.00781297 0.0020341 0.0057388 0.00557078 0.00476204 0.00446761 0.00498645 0.00523481
internal_weight=0 2763 564 358 367 339 317 266 214 92 2199 266 235 1914 1733 48 203 181 179 197 154 106 48 51 1685 1272 194 174 136 700
internal_count=3121 2763 564 358 367 339 317 266 214 92 2199 266 235 1914 1733 48 203 181 179 197 154 106 48 51 1685 1272 194 174 136 700
is_linear=0
shrinkage=0.00329098


Tree=374
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 1 2 150 49 2 50 123 40 12 15 3 43 4 12 3 47 1 133
split_gain=3163.98 519.055 257.544 225.601 184.076 158.584 140.177 133.91 115.369 102.471 82.2175 76.6727 59.5706 72.423 52.5023 51.2406 48.7555 42.8468 41.5421 36.4732 34.7678 34.0759 32.5579 50.3532 31.8488 30.737 30.3682 28.7097 26.3612 31.1426
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.054984999999999992 -0.0091949999999999983 0.041865000000000006 0.10695000000000002 -0.078554999999999986 0.087695000000000009 -0.087894999999999987 0.30112000000000005 -0.078139999999999973 -0.50940999999999981 0.095780000000000018 0.090900000000000009 0.090280000000000013 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 19 -8 -9 12 -4 14 20 16 25 -2 -14 21 22 -3 24 -6 23 -10 -1 -7 -26 -17 29 -5
right_child=1 4 10 28 17 11 7 8 18 -11 -12 -13 13 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.011966310837543683 0.0061373124098761146 0.0039233162694820682 0.0087144235762218764 0.0039065038165095869 0.0019461468508245316 0.0093837024085304203 0.0086868684848859009 0.0080062750355093595 0.0033748109032657324 0.011621233747041817 0.0053684644576129275 0.0062550980020968068 0.0067032741236328231 0.0060551224834743704 0.0064427745954768606 0.0098411713277327482 0.00933180443708846 0.0039467618406172494 0.001993918141445024 0.0017814440862002393 0.0094224000065892197 -0.00069699433195721068 0.0032089569412863633 0.0057091326817422993 0.0099674873163426575 0.0084199015930209089 0.0082679571118402448 0.0081504006631897569 0.0033980756268469875 0.0064989630539597906
leaf_weight=23 23 45 34 22 55 198 30 29 40 76 63 41 23 25 28 58 274 23 21 51 677 20 40 91 753 200 33 63 24 38
leaf_count=23 23 45 34 22 55 198 30 29 40 76 63 41 23 25 28 58 274 23 21 51 677 20 40 91 753 200 33 63 24 38
internal_value=0 0.00506493 0.00931027 0.00719245 0.00397487 0.00942452 0.00456756 0.00524917 0.00478252 0.00964874 0.00654127 0.00851994 0.00956583 0.00888965 0.00873791 0.00850987 0.00912825 0.00187626 0.00429559 0.00278545 0.00971235 0.00124131 0.00457826 0.00499636 0.00995499 0.00889938 0.00989613 0.00896085 0.00493402 0.00554839
internal_weight=0 673 2448 228 445 2351 347 251 221 1884 97 467 1808 322 426 144 297 98 192 96 1486 75 171 131 809 398 786 121 84 60
internal_count=3121 673 2448 228 445 2351 347 251 221 1884 97 467 1808 322 426 144 297 98 192 96 1486 75 171 131 809 398 786 121 84 60
is_linear=0
shrinkage=0.00173405


Tree=375
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 2 43 1 11 2 4 2 1 4 2 2 52 12 39 15 47 2 16 4 159 4 16 133 3
split_gain=3330.67 544.757 274.035 253.335 211.413 164.41 145.351 132.322 119.236 97.9795 107.407 84.9642 63.5379 60.2842 74.0192 59.0702 58.8803 58.0724 52.7599 52.6136 43.1236 34.916 33.7049 33.6163 38.1404 48.7978 32.6998 44.3273 30.1082 43.3315
threshold=0.10508500000000001 -0.053259999999999995 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.36766000000000004 0.13754500000000003 -0.025214999999999998 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 -0.16363499999999997 0.11448000000000001 0.088975000000000012 -0.087894999999999987 0.094835000000000017 0.11928500000000002 0.048770000000000008 0.09320500000000001 0.096625000000000016 -0.053579999999999996 0.090100000000000013 0.11411 0.0057500000000000008 -0.16363499999999997 0.088800000000000004 0.024790000000000003 -0.11118499999999999 0.047850000000000011 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 16 7 6 9 19 15 10 23 -9 21 26 -15 -1 -2 -6 -11 -3 -17 -13 -5 -4 -25 -26 28 -28 29 -12
right_child=1 4 5 22 17 -7 -8 11 -10 18 13 12 -14 14 -16 20 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0099008375234639102 0.0083818039103997835 0.0040646933685051347 0.0092305881126900132 0.005917303891724757 0.00076035090780164519 0.0049842025845217956 0.0058576653271287561 0.0083423457843021399 0.0051904242369374218 0.010922149294365226 0.006676410596549171 0.0053187067157016883 0.0040605506078469182 0.0088139969587366519 0.0054084382811251126 0.0082214244099539299 0.0055185122814176259 0.0033216915976118245 0.0089828102061236606 0.0023045607123418298 0.0053233390974353218 0.0077325006496274757 0.0038881414778609525 0.010209726876828676 0.008551428183752206 0.0060129141385372054 0.0087197244312984361 0.0072168393873620392 0.0091109763489165534 0.0086038683656657552
leaf_weight=26 127 113 1168 31 57 26 37 20 69 90 32 46 86 28 34 30 20 34 54 64 21 21 54 25 106 22 97 92 263 228
leaf_count=26 127 113 1168 31 57 26 37 20 69 90 32 46 86 28 34 30 20 34 54 64 21 21 54 25 106 22 97 92 263 228
internal_value=0 0.00483571 0.00873188 0.00675972 0.00382353 0.00886258 0.00890688 0.00437114 0.00667119 0.00895727 0.0088722 0.00533582 0.00494281 0.00841338 0.00694643 0.00799811 0.00799224 0.00171734 0.0101949 0.00342826 0.0070281 0.00607527 0.00462819 0.00914103 0.00845738 0.00811512 0.00854112 0.00798816 0.00874094 0.00836664
internal_weight=0 673 2448 232 441 2302 2276 350 146 2239 2095 173 153 774 62 77 147 91 144 177 51 67 85 1321 153 128 712 189 523 260
internal_count=3121 673 2448 232 441 2302 2276 350 146 2239 2095 173 153 774 62 77 147 91 144 177 51 67 85 1321 153 128 712 189 523 260
is_linear=0
shrinkage=0.0015511


Tree=376
num_leaves=31
num_cat=0
split_feature=1 155 2 12 0 96 49 44 3 12 2 4 4 447 43 15 15 43 51 3 43 2 3 51 13 133 51 151 16 4
split_gain=267.056 63.4565 43.4184 29.3828 25.7769 19.9706 19.8013 24.3682 23.422 19.1165 29.3734 18.9717 20.6783 17.8209 17.0903 17.0411 29.067 25.1056 16.6944 14.6944 14.5883 13.8145 26.2699 13.748 14.7488 23.6864 12.7897 12.2544 12.1592 18.7691
threshold=0.10124500000000002 0.11198500000000002 0.13754500000000003 0.085885000000000017 0.18019500000000002 0.088850000000000026 0.11560500000000001 1.0000000180025095e-35 0.090900000000000009 -0.42850999999999995 0.31358000000000003 -0.059649999999999988 0.0049200000000000008 0.089395000000000016 0.0010100000000000003 0.013270000000000002 -0.016799999999999995 -0.012164999999999999 0.091000000000000011 -0.076969999999999997 -0.11720999999999999 0.089885000000000007 -0.097174999999999984 -0.22411499999999998 0.0061450000000000003 -0.0081349999999999981 0.086310000000000012 -1.0000000180025095e-35 -0.072359999999999994 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 15 7 8 13 -4 26 -10 -13 14 23 16 17 20 27 -8 -2 -16 -23 -1 28 -26 -11 -5 -25 -30
right_child=1 -3 9 18 -6 -7 19 -9 11 10 -12 12 -14 -15 21 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0083973688266586119 0.0052826460246767817 0.0071011725744753104 0.0050890786255009309 0.0020723707956670253 0.0027735513784380643 -7.0979724645247873e-05 0.0061909528445247084 0.010305898506349651 0.0058819892187507552 0.0012016065931916631 -0.0020664872010548391 8.9083564506718863e-05 0.0052187240349208823 0.0029943312164549406 0.0064026520918780494 0.0060228279862818094 -8.4288340746977743e-05 0.0046730060251114636 0.0075410610804688824 0.0037285470159313635 0.0020057014925100418 0.0015558595053999156 0.00557326811803786 0.0070261388844384655 0.0024142985747695749 0.006093356637455351 0.0037342931723062115 0.0050497021340997076 0.0064934813529560504 0.0040843782236568461
leaf_weight=53 21 68 20 21 28 21 59 20 62 71 27 20 21 20 223 33 30 149 31 68 113 24 183 643 26 186 41 127 667 45
leaf_count=53 21 68 20 21 28 21 59 20 62 71 27 20 21 20 223 33 30 149 31 68 113 24 183 643 26 186 41 127 667 45
internal_value=0 0.00377035 0.00344908 0.00393259 0.006217 0.00334766 0.00625856 0.00633883 0.00630232 0.00178872 0.00131385 0.00462192 0.00271646 0.00638593 0.00641902 0.00355515 0.00329498 0.00365321 0.00513187 0.0048725 0.00251925 0.00577916 0.00510748 0.00658886 0.00652769 0.00564215 0.00212875 0.00462724 0.00666624 0.00634122
internal_weight=0 773 705 546 2348 367 2320 2193 2173 159 139 103 41 2070 2050 346 313 283 179 127 134 430 207 1620 1567 212 112 148 1355 712
internal_count=3121 773 705 546 2348 367 2320 2193 2173 159 139 103 41 2070 2050 346 313 283 179 127 134 430 207 1620 1567 212 112 148 1355 712
is_linear=0
shrinkage=0.00361046


Tree=377
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 132 3 47 0 49 16 15 4 52 1 130 123 10 34 3 4 2 4 2 132 150 48 16 15 52
split_gain=220.823 59.4986 33.2608 24.8104 25.1049 24.108 23.8974 22.8975 21.3346 20.4306 21.1719 20.6847 19.873 18.7747 19.8288 18.3823 19.0921 20.6583 16.7458 16.742 19.9973 16.3364 16.2149 15.5454 15.2135 14.1695 15.7343 20.664 12.269 19.1152
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.08696000000000001 0.30112000000000005 0.077555000000000013 -0.072594999999999979 -0.066019999999999981 -0.36241499999999999 -0.093244999999999981 0.053180000000000012 -0.061194999999999992 0.085110000000000005 -0.0060099999999999989 0.087755000000000014 -1.0000000180025095e-35 -0.085489999999999997 -0.13309499999999996 -0.14098499999999997 0.14285500000000004 -0.42529999999999996 0.081685000000000021 0.10365500000000001 0.08926000000000002 0.11156500000000001 -0.42170999999999997 0.040760000000000005 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 25 15 9 -1 11 -11 -6 19 -12 -15 -2 17 -17 -10 23 22 -19 -21 -3 -8 26 27 -4 29 -25
right_child=6 12 5 4 7 -7 24 -9 18 10 13 -13 -14 14 -16 16 -18 21 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0056149852494662813 0.00031922166775368759 0.0086586494570110376 0.0067720380969615154 0.0062622237374866845 0.002366591960815742 -0.00065130068081369378 -3.4352310611948582e-05 0.0064948053737373373 0.0038139664771509284 0.0049495448699235205 0.003766409959273671 0.0064315762773323962 0.0044128382332210229 0.0026236897724214508 -0.0020752912989400159 0.00057432857017625303 0.0016901743492489258 0.0047466496558403164 -4.6884545708459968e-05 0.0047718373225620545 0.0053169881829268975 0.0016542167274362343 0.000837783620104814 0.0060463949954998666 0.0028760686101370362 0.0013512362689506137 0.0011035551530278961 0.00337307869554924 0.0073132672977690204 0.0026604014314732111
leaf_weight=21 31 27 28 108 20 20 70 42 22 35 30 46 285 20 20 20 76 110 29 28 1685 23 20 82 28 34 20 69 48 24
leaf_count=21 31 27 28 108 20 20 70 42 22 35 30 46 285 20 20 20 76 110 29 28 1685 23 20 82 28 34 20 69 48 24
internal_value=0 0.00498694 0.00402002 0.00455456 0.00495165 0.0027915 0.00220151 0.00428714 0.0027842 0.0037449 0.00283042 0.00519976 0.00523494 0.00177086 0.000274199 0.00273082 0.00305729 0.00373637 0.00161858 0.00535735 0.00525649 0.00421187 0.00313265 0.00632306 0.000797197 0.0032475 0.00379855 0.00435422 0.00591358 0.00527975
internal_weight=0 2763 564 393 321 171 358 213 72 171 105 66 2199 70 40 260 229 153 51 1914 1733 133 48 181 98 151 117 97 154 106
internal_count=3121 2763 564 393 321 171 358 213 72 171 105 66 2199 70 40 260 229 153 51 1914 1733 133 48 181 98 151 117 97 154 106
is_linear=0
shrinkage=0.003337


Tree=378
num_leaves=31
num_cat=0
split_feature=4 2 3 9 15 0 149 10 14 123 14 0 1 12 3 3 1 43 52 1 42 3 123 15 1 52 3 133 3 4
split_gain=180.53 60.5897 45.8902 26.9129 24.2227 46.7531 23.9062 21.5049 20.2071 20.0922 19.0174 22.544 29.0893 21.1914 21.0978 17.4638 14.3013 11.7824 11.6198 15.7562 11.249 11.1219 11.089 10.4154 11.0112 9.66718 9.15603 25.4463 14.9518 16.8493
threshold=0.27287000000000006 0.17025000000000004 0.11296500000000002 -1.0000000180025095e-35 -0.0088349999999999974 -0.043914999999999989 0.07770500000000001 -0.079859999999999987 0.062655000000000016 1.0000000180025095e-35 -0.10708499999999999 -0.13843999999999998 0.085110000000000005 0.096075000000000008 0.084940000000000015 0.20828500000000003 0.11910500000000002 -0.032879999999999993 0.039215000000000007 0.10439500000000002 0.11603500000000001 -0.12018999999999998 0.083855000000000013 0.090455000000000021 0.07863500000000001 -0.56176499999999996 -0.12018999999999998 -0.0042999999999999991 -0.14186499999999996 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 22 15 -6 7 -2 9 10 -5 12 -12 25 -14 -4 18 -11 19 -9 -15 -18 -1 24 -10 -13 27 -27 29 -29
right_child=6 -3 4 8 5 -7 -8 16 23 17 11 13 14 20 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00022490382152035824 -0.0005395481143951452 -6.6821441408303307e-06 0.0050321154138981104 0.0063143398635801141 -0.0011510051173910772 0.0042148259107771605 0.0042033762543308584 -0.00033606455561453465 0.0047467481823183881 0.0021974690660869281 0.0051528728964578578 0.0053796650606817344 -0.00034057694902139428 0.0037597840022890574 0.0028559798393561434 0.0021192483653472162 0.0031156273008733477 0.0045623372727147532 0.0039114528668018726 0.0025000304275552537 0.0027336246734924958 0.00082977151827308979 0.0030112074711939269 0.0042408746610725079 0.0073848320248066455 0.00068373927573837771 0.0042145895043630491 0.0062391165368413139 0.0020957099570193451 0.0028951794864883322
leaf_weight=20 39 33 29 29 36 21 28 20 24 79 28 55 26 422 48 40 20 22 32 80 110 133 28 41 28 23 1554 32 21 20
leaf_count=20 39 33 29 29 36 21 28 20 24 79 28 55 26 422 48 40 20 22 32 80 110 133 28 41 28 23 1554 32 21 20
internal_value=0 0.00384273 0.00388916 0.00397048 0.00220457 0.00082588 0.00166981 0.00145086 0.00401021 0.00396094 0.00401419 0.00398567 0.00267169 0.00404558 0.00173287 0.0033435 0.00172323 0.00271259 0.00241248 0.00193281 0.00354761 0.00112858 0.00185025 0.00531799 0.00616725 0.00420096 0.00416167 0.00330512 0.00413103 0.00495299
internal_weight=0 2769 2736 2610 126 57 352 324 2562 2469 2368 2339 102 2237 74 69 285 101 132 100 532 153 48 93 52 1705 1650 96 73 52
internal_count=3121 2769 2736 2610 126 57 352 324 2562 2469 2368 2339 102 2237 74 69 285 101 132 100 532 153 48 93 52 1705 1650 96 73 52
is_linear=0
shrinkage=0.00285795


Tree=379
num_leaves=31
num_cat=0
split_feature=4 2 3 106 15 4 149 10 1 457 12 43 3 160 39 484 160 3 43 13 157 39 43 4 43 43 13 43 0 49
split_gain=146.229 49.0777 37.1711 22.0044 19.7261 39.355 19.364 17.419 15.2441 26.0783 16.8394 16.1635 14.9496 14.9411 15.5437 13.6123 19.9319 13.672 17.3413 16.3673 13.175 11.9678 14.0051 11.8559 18.9057 11.8605 12.5555 11.4026 11.2631 11.3056
threshold=0.27287000000000006 0.17025000000000004 0.11296500000000002 0.085655000000000009 -0.018314999999999994 -0.031404999999999995 0.07770500000000001 -0.079859999999999987 0.089625000000000024 0.060310000000000009 0.086305000000000007 -0.052894999999999991 0.20828500000000003 0.096485000000000015 0.094095000000000026 0.096415000000000015 -1.0000000180025095e-35 -0.010424999999999999 -0.05647499999999999 0.05868000000000001 -0.092234999999999998 0.10076500000000001 -0.11720999999999999 -0.15464999999999998 -0.065269999999999981 -0.14792499999999997 0.0015850000000000003 -1.0000000180025095e-35 -0.11991499999999998 -0.0069299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 12 -6 7 -2 10 13 20 -11 -4 14 28 16 27 19 -19 -18 -1 22 -22 24 -12 -25 -27 -9 -10 -30
right_child=6 -3 4 -5 5 -7 -8 15 9 11 23 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0064442839366077769 -0.00054101613646763684 -6.7003438308986037e-06 0.0051585792760212258 0.0013145966097522534 0.0030500638508745028 -0.0022754475964290636 0.0042148131740624229 0.0021279283221101804 0.0024953864114425502 0.0029696509278750675 0.00010435023116325156 -8.6416639692894e-05 0.0021250145909366188 0.0057535557829501097 0.0014605348911115421 -0.00056691328545461887 0.0033527628181938651 -0.0014054872514062536 0.0014418195441038527 0.00017057711986682991 0.0060227533924212149 0.0024027527889574633 0.0043851588388327681 0.0049997889036825331 0.0040435091602133259 0.0040339342842314338 0.0030506982410245394 0.0047749167138588849 0.0053389845475464767 0.0038006685499749841
leaf_weight=35 39 33 28 31 34 24 28 33 58 47 21 28 40 38 30 24 57 29 86 23 58 28 608 107 30 875 155 33 55 406
leaf_count=35 39 33 28 31 34 24 28 33 58 47 21 28 40 38 30 24 57 29 86 23 58 28 608 107 30 875 155 33 55 406
internal_value=0 0.00385318 0.00389974 0.00398128 0.00221057 0.000846404 0.00167435 0.0014548 0.00401334 0.00359676 0.0041572 0.00182872 0.00337413 0.00382266 0.00368901 0.00172792 0.00193893 0.00142702 0.000723803 0.00243788 0.00453817 0.00444204 0.00452777 0.00392342 0.0024215 0.00399079 0.00388597 0.00345142 0.00381782 0.0039842
internal_weight=0 2769 2736 2610 126 58 352 324 2579 662 1917 75 68 587 549 285 261 195 115 80 729 694 666 1188 51 1137 1030 66 519 461
internal_count=3121 2769 2736 2610 126 58 352 324 2579 662 1917 75 68 587 549 285 261 195 115 80 729 694 666 1188 51 1137 1030 66 519 461
is_linear=0
shrinkage=0.00318414


Tree=380
num_leaves=31
num_cat=0
split_feature=1 3 124 4 1 2 4 42 14 2 4 1 1 49 43 1 1429 52 2 47 4 1 474 12 0 147 47 16 49 13
split_gain=2687.05 438.139 218.263 201.347 173.432 148.944 113.135 110.357 91.6807 74.3332 50.0703 51.938 46.0377 45.5334 39.1078 34.3834 60.7783 36.312 31.2138 30.4734 29.9512 52.9938 31.1929 30.237 25.0095 24.5563 23.0337 28.0044 36.7687 37.3562
threshold=0.104035 -0.059315 -0.080389999999999989 0.27834500000000006 0.13657000000000002 0.13404500000000005 0.27834500000000006 -0.0060199999999999993 0.062655000000000016 0.091265000000000013 -0.17966999999999997 0.11654500000000001 0.16540500000000002 -0.054984999999999992 -0.080324999999999994 0.080270000000000022 0.083420000000000008 0.31359500000000001 0.11411 0.11419000000000001 -0.013125 0.086455000000000018 0.10008000000000002 0.090165000000000009 -0.026509999999999995 1.0000000180025095e-35 0.10589000000000001 -0.29154999999999992 -0.054319999999999993 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 10 6 8 -1 9 15 -3 26 19 -2 -9 17 -17 -4 -5 -6 22 23 -11 -22 -7 -13 27 -12 -29 -30
right_child=1 4 5 18 12 24 -8 14 -10 20 11 25 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0085364374276931058 0.0054521933081836038 0.0066280921589466045 0.009342666667572325 0.0057138574030606492 0.0017727098537078021 0.0069493584119574656 0.0045862576824347856 0.0053932283928341401 0.010798897803165633 0.0085311080358746599 0.0057615631843266346 0.0034498119650578549 -0.00057503505262421521 0.0082818121148019678 0.0021797762111223223 0.0088103342703152489 0.0057986233002630264 0.00730001626947804 0.0033420100787568741 0.0043120540875053468 0.0089494794200521595 0.0054663101117997824 0.01074489404790941 0.0076988021030082853 0.0042523525285457792 0.0013317282570176738 0.0065663466316149468 0.0054102708240417966 0.0041717768127797301 0.0011373140275642304
leaf_weight=35 24 27 891 31 104 23 22 41 85 385 38 102 26 127 20 489 25 32 54 20 105 29 24 198 26 24 20 34 36 24
leaf_count=35 24 27 891 31 104 23 22 41 85 385 38 102 26 127 20 489 25 32 54 20 105 29 24 198 26 24 20 34 36 24
internal_value=0 0.0044434 0.00865381 0.00652644 0.00336296 0.00876833 0.00883802 0.00586972 0.00887935 0.00880444 0.00417867 0.00394078 0.00170435 0.00783207 0.00433964 0.00905437 0.00866385 0.00927185 0.00420704 0.00218228 0.00831975 0.00789934 0.00866101 0.00813221 0.00551829 0.00304637 0.0046822 0.00439673 0.00384499 0.00295799
internal_weight=0 691 2430 236 455 2334 2285 96 2263 2178 305 278 150 151 61 1437 514 923 85 124 741 332 409 303 49 126 152 132 94 60
internal_count=3121 691 2430 236 455 2334 2285 96 2263 2178 305 278 150 151 61 1437 514 923 85 124 741 332 409 303 49 126 152 132 94 60
is_linear=0
shrinkage=0.001884


Tree=381
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 2 1 14 47 43 2 4 1 43 1 52 0 12 13 52 13 52 475 12 4 0 43 13
split_gain=2780.46 346.237 296.233 280.799 200.04 163.035 124.551 86.9805 85.6107 66.8947 65.0927 55.9402 60.1603 52.1818 93.3886 42.8924 41.482 40.8587 39.6869 34.5506 34.0498 30.207 30.0681 39.3259 30.0046 28.416 26.5796 26.0064 27.4367 25.315
threshold=0.10752500000000002 0.13604000000000002 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.40124500000000002 0.091265000000000013 0.084785000000000013 0.076175000000000007 0.13495000000000004 -0.025214999999999998 0.11177500000000001 -0.013514999999999998 0.086455000000000018 -0.079914999999999986 0.089875000000000024 -0.077024999999999996 -0.066089999999999996 0.093765000000000015 -0.16152999999999998 0.40674500000000008 -0.0075049999999999987 -1.0000000180025095e-35 -0.088274999999999978 0.095780000000000018 -0.51253999999999988 -0.093584999999999988 0.066275000000000014 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 7 19 9 -4 16 17 29 -13 20 25 -10 21 -3 -18 -5 -9 24 -14 -24 -1 -15 -26 -22 -29 -2
right_child=1 10 8 6 -6 -7 -8 13 15 -11 -12 12 22 14 -16 -17 18 -19 -20 -21 27 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0062544565447756328 0.0033760853387148032 0.00034373760315771121 0.0068399447501809162 0.0081220513438899217 0.0042761137481030871 0.0044810553628252085 0.0037476072348295647 0.0054205459348829624 0.004709250466898708 0.0087817884670749486 0.0042957281486492617 0.0058294466506011331 0.0029440048521488125 0.0070273223919711464 0.0043893864871287344 0.002467165034209194 0.0070268168611121364 0.0021741864663398073 0.0051396504780379364 0.0062572599896829999 0.0084641236800845256 0.0061120269332765789 0.005696926339351439 0.0034955137315672538 0.0090727084465652749 0.0062055178551253254 0.0074983802393858625 0.0072822791393024723 0.0062846094827238835 0.0020769600805233112
leaf_weight=35 76 27 29 23 45 41 36 20 61 61 23 31 52 187 36 21 281 129 22 87 29 30 24 39 20 131 1074 349 59 43
leaf_count=35 76 27 29 23 45 41 36 20 61 61 23 31 52 187 36 21 281 129 22 87 29 30 24 39 20 131 1074 349 59 43
internal_value=0 0.00374136 0.0070032 0.00442542 0.00710234 0.00715589 0.00593221 0.00720287 0.00484174 0.00739349 0.00217069 0.00359526 0.00415652 0.00684492 0.00645494 0.00413506 0.00733556 0.00185738 0.00688979 0.00664717 0.007147 0.0074521 0.00370556 0.00433415 0.00748771 0.00668878 0.00752716 0.00722601 0.00713801 0.00290665
internal_weight=0 590 2531 411 2420 2375 146 2334 111 1523 179 265 146 811 354 82 1462 156 303 110 457 1159 115 63 1129 318 1094 437 408 119
internal_count=3121 590 2531 411 2420 2375 146 2334 111 1523 179 265 146 811 354 82 1462 156 303 110 457 1159 115 63 1129 318 1094 437 408 119
is_linear=0
shrinkage=0.0013531


Tree=382
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 4 0 15 4 150 1 12 4 1 47 15 10 1 16 48 34 13 0
split_gain=5265.09 825.565 518.368 438.257 318.657 265.929 163.772 149.947 145.034 144.765 127.276 97.4512 97.2983 91.2585 140.489 89.4358 89.181 67.7858 62.2634 52.4417 52.1212 47.2113 46.6423 41.4909 41.0138 35.9324 32.2727 31.5409 38.9467 31.3594
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.40473500000000007 0.14753000000000002 0.40945500000000007 -0.10607499999999999 -0.10653 0.0067750000000000006 1.0000000180025095e-35 0.083345000000000016 0.087765000000000024 -0.51843499999999987 0.089875000000000024 0.090100000000000013 -0.41942499999999994 -0.38124499999999995 0.076935000000000017 -0.072359999999999994 0.081805000000000017 -0.028109999999999996 -1.0000000180025095e-35 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 16 -5 -6 12 -4 14 -1 18 24 -16 19 -15 -21 -3 -13 -24 29 -20 -11 -14 -29 -7
right_child=1 2 7 9 10 8 -8 -9 -10 26 -12 22 27 15 17 -17 -18 -19 25 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0087013310748871499 0.007827030226073263 0.0036761725584837802 0.0041836613221641721 0.0072662231842162799 0.007200098951052232 0.0073385236465600768 0.0096978456143533027 0.0046754731272149923 0.0051749734040016033 0.0031091512107336516 0.0043710424557294068 0.0023172089996475256 0.0012540377926904187 0.01015240242989625 0.0074333781620630288 0.0070143100371467277 0.005263921471471711 0.0054705708435413749 0.0081292198946438365 0.0083611711681678934 0.0065610056495642357 0.0051678330509358208 0.0016642882910361339 -0.00034445276884454486 0.0081003553450021415 0.0076457630336669137 0.0048798127657161215 0.0020197713970477632 0.0038248630373872699 0.0060375203214414813
leaf_weight=48 71 191 44 34 71 273 76 37 48 20 30 32 35 21 40 104 27 56 426 700 22 33 25 30 92 391 43 51 23 27
leaf_count=48 71 191 44 34 71 273 76 37 48 20 30 32 35 21 40 104 27 56 426 700 22 33 25 30 92 391 43 51 23 27
internal_value=0 0.0041131 0.00367508 0.00775001 0.00466162 0.00784899 0.00804181 0.00251758 0.00707106 0.0053512 0.00635979 0.0021849 0.00273825 0.0079722 0.00709272 0.00804831 0.00728828 0.00628841 0.00811725 0.0083585 0.00830632 0.00389593 0.00121177 0.000568611 0.00742771 0.00789785 0.0043177 0.00215478 0.00258081 0.00722143
internal_weight=0 673 602 2448 325 2351 1884 277 467 97 101 240 153 1808 144 1664 419 96 1560 743 722 224 87 55 392 817 63 109 74 300
internal_count=3121 673 602 2448 325 2351 1884 277 467 97 101 240 153 1808 144 1664 419 96 1560 743 722 224 87 55 392 817 63 109 74 300
is_linear=0
shrinkage=0.00115159


Tree=383
num_leaves=31
num_cat=0
split_feature=1 124 2 4 2 1 15 42 457 132 13 158 48 13 4 3 4 3 42 0 13 1456 131 0 15 475 0 1 160 484
split_gain=194.264 41.2205 31.0979 29.4408 23.7866 22.5905 22.115 20.0084 19.3785 18.4777 19.5977 18.1226 17.5285 17.3496 15.3839 14.4056 14.2765 14.974 12.9138 16.0429 17.6996 15.3676 12.3182 12.1702 14.9544 11.7632 16.8558 12.085 14.859 11.5848
threshold=0.11374000000000002 -0.076779999999999987 0.10527500000000002 0.40945500000000007 0.14285500000000004 0.10984500000000001 -0.43375999999999998 -0.0060199999999999993 0.083415000000000017 0.081465000000000024 -0.0072999999999999992 0.07968500000000002 0.016865000000000002 -0.0087749999999999981 0.51388000000000011 -0.0025099999999999996 0.042705000000000007 0.10299500000000002 0.084835000000000008 -0.097734999999999989 -0.01163 0.056265000000000009 0.086090000000000014 -0.0058249999999999994 -0.13578499999999996 0.0071950000000000009 -0.11991499999999998 0.085110000000000005 0.085130000000000011 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 12 11 14 -1 9 -4 -11 16 -2 15 -5 -9 17 18 21 -20 -21 22 25 24 -8 26 27 -3 -29 -16
right_child=3 2 8 6 -6 -7 23 13 -10 10 -12 -13 -14 -15 29 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0055353102817690481 0.0050915394626561469 0.0061291065936760983 0.005062624085598059 0.0048197246362426957 0.0012468725800123175 0.00975305796930768 0.0020838502300958473 0.0041428838257764828 0.001662625844687339 0.0050231229137909384 0.00012347722047185267 0.0066980976739305122 0.0025651269276728513 -0.00058389199373943125 0.0025733856402035365 0.00039084483757682159 0.0043815961880510719 0.0028870012929436101 0.0076791143407357581 0.0052383309628614714 0.0017079212152633107 0.0074997392756952549 0.0068398204472710621 -0.0022955674791659102 -0.0018786800100396071 0.0082471921339183404 0.005699273435799815 0.00047758738703788684 0.0046658263464105345 -0.00064855488142300324
leaf_weight=46 119 22 350 35 52 20 50 66 33 24 25 209 63 22 70 20 158 30 39 670 22 87 140 23 20 24 609 24 27 22
leaf_count=46 119 22 350 35 52 20 50 66 33 24 25 209 63 22 70 20 158 30 39 670 22 87 140 23 20 24 609 24 27 22
internal_value=0 0.00534128 0.00546047 0.00260069 0.00355698 0.00565677 0.00158355 0.00339627 0.00451488 0.00475078 0.0025233 0.00561702 0.00421701 0.0024852 0.00263432 0.00327032 0.00549501 0.00559886 0.00564775 0.0052623 0.00512609 0.00594976 0.00579036 0.000148611 0.000951699 0.00558225 0.00548847 0.00372986 0.00269489 0.00180292
internal_weight=0 2667 2513 454 234 2081 220 154 432 399 49 2061 182 108 127 86 1852 1694 1664 731 692 933 846 93 70 706 682 73 51 92
internal_count=3121 2667 2513 454 234 2081 220 154 432 399 49 2061 182 108 127 86 1852 1694 1664 731 692 933 846 93 70 706 682 73 51 92
is_linear=0
shrinkage=0.00387293


Tree=384
num_leaves=31
num_cat=0
split_feature=1 2 0 1 97 4 1 50 43 3 124 41 1 14 2 148 12 12 2 0 133 13 52 41 156 156 1429 160 51 3
split_gain=157.354 33.7604 27.6748 24.755 23.3566 21.2386 18.8979 17.6732 17.1953 18.4703 17.5975 16.4553 15.8144 14.4555 13.1325 12.5481 14.2537 16.2152 11.87 13.2426 10.7108 12.0621 11.4448 10.3549 11.1781 22.3081 16.6357 28.2693 15.1626 11.158
threshold=0.11374000000000002 0.10252500000000002 -0.13843999999999998 0.16773500000000005 -0.0047149999999999996 -0.034939999999999992 0.10984500000000001 -0.24464999999999995 -0.04890499999999999 0.11658 -0.086289999999999992 0.091290000000000024 0.095950000000000021 0.062655000000000016 -0.0091949999999999983 -0.063899999999999985 0.11650500000000001 0.10711000000000002 0.13501500000000002 -0.033209999999999996 0.11524500000000001 -0.093839999999999993 0.024145000000000003 0.081560000000000007 0.087205000000000019 0.083310000000000009 0.08401500000000002 -0.080719999999999986 -0.064959999999999976 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 5 -1 -2 12 -7 10 -10 -3 15 13 23 -14 -9 17 -17 20 -20 21 -4 -22 24 25 28 -26 -28 -6 -30
right_child=3 2 18 -5 6 7 -8 11 9 -11 -12 -13 14 -15 -16 16 -18 -19 19 -21 22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0018026336405766179 0.0043499774900910438 0.0031684656686577365 0.0027570955538287266 -0.0014980203392250422 0.0017878780499207309 0.005205310554737848 0.0082360754744847803 -0.0007008012455347293 0.0051876610166238356 0.0016800660867961688 -0.0013577472221689155 0.0049509846637102815 0.0013993634073042639 0.006400450833485752 0.0041762935540323575 0.0018541618931715504 0.0041249024872964841 -0.0016008645351368003 0.0049227075085746695 0.0012004795834883368 0.00077969605326793767 0.004939247123021448 0.0045427434522912263 0.0028979221262794767 0.0047348599809204856 0.0075595342694890948 -0.00028003059359340898 0.0048286254700256274 0.0076755780232636295 0.0049043700811347317
leaf_weight=35 66 20 39 23 21 23 22 28 38 44 28 22 28 83 133 238 34 20 21 34 21 292 23 37 141 44 28 31 20 1484
leaf_count=35 66 20 39 23 21 23 22 28 38 44 28 22 28 83 133 238 34 20 21 34 21 292 23 37 141 44 28 31 20 1484
internal_value=0 0.00457437 0.00377008 0.00222728 0.00478813 0.00242608 0.00483857 0.0020782 0.00228005 0.00330554 0.000528175 0.00186789 0.0048021 0.0048966 0.00369335 0.00165593 0.00188192 0.00158633 0.00422055 0.00262169 0.00445505 0.00468214 0.00274674 0.00482749 0.00486785 0.00497244 0.00404731 0.00240418 0.0048978 0.00494122
internal_weight=0 2667 560 454 2107 431 2072 365 130 82 48 342 2050 1889 161 320 292 258 430 55 375 331 44 1806 1769 1569 200 59 1525 1504
internal_count=3121 2667 560 454 2107 431 2072 365 130 82 48 342 2050 1889 161 320 292 258 430 55 375 331 44 1806 1769 1569 200 59 1525 1504
is_linear=0
shrinkage=0.00368539


Tree=385
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 44 2 1 2 2 1 2 150 4 2 3 12 4 47 12 160 1 48 157 16 48 131 0
split_gain=3524.1 590.36 373.001 316.986 203.672 185.355 113.644 103.55 102.256 96.5523 87.1926 76.2692 62.4623 72.5435 60.691 52.3991 46.9426 45.6897 43.1403 52.9651 42.5577 36.5719 35.0553 33.4164 30.2942 29.6828 29.7892 29.5937 27.5828 24.565
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.094585000000000016 0.14285500000000004 0.077845000000000011 0.17025000000000004 0.11474000000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.42051500000000003 -0.0091949999999999983 0.30112000000000005 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.095780000000000018 -1.0000000180025095e-35 0.11588000000000001 0.081805000000000017 -0.069619999999999987 0.22339500000000004 0.016865000000000002 0.091440000000000007 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 6 12 10 14 -5 15 23 18 16 21 17 -14 27 19 -1 29 -7 -17 -6 -11 -20 -27 -4 -2 -3
right_child=1 2 7 9 11 8 -8 -9 -10 24 -12 -13 13 -15 -16 22 -18 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010645568023051223 0.0086141313456896771 0.0052914497900574623 0.0052817763189744044 0.0076999195703135719 0.0080469283491775723 0.0080602344000893257 0.0099459541205764793 0.0056341884238374071 0.0051488668217414147 0.0033792283089025938 0.00088714178548768817 0.0045011910270409961 0.0059407185202225102 0.0053827495845568726 0.0055214917135326972 0.0034573470883055789 0.0080077614836522905 0.002098983844188483 0.0062494498784558339 0.0084181401401513152 0.0056773314021203222 0.0072197948075085183 0.0018122688188516244 0.0061969414907980585 0.0053126194001451932 0.008132732124574979 0.0066540653566680942 0.0032992936843272867 0.0067036187464211538 0.0037595154958168912
leaf_weight=21 54 23 33 28 44 199 76 22 39 24 52 26 23 25 28 36 274 23 20 1132 32 201 82 33 45 284 29 26 20 167
leaf_count=21 54 23 33 28 44 199 76 22 39 24 52 26 23 25 28 36 274 23 20 1132 32 201 82 33 45 284 29 26 20 167
internal_value=0 0.00439459 0.0039371 0.00798534 0.00494404 0.00808692 0.00828119 0.00274274 0.00730315 0.00552337 0.00249031 0.00655917 0.00821121 0.00765631 0.00749946 0.00290714 0.00784769 0.00376045 0.00833146 0.00845871 0.00419467 0.00763791 0.00231416 0.00725408 0.00464014 0.00789085 0.00799573 0.00440814 0.00809778 0.00394496
internal_weight=0 673 599 2448 325 2351 1884 274 467 97 252 103 1808 322 428 200 297 82 1486 1153 222 400 118 77 69 333 313 59 74 190
internal_count=3121 673 599 2448 325 2351 1884 274 467 97 252 103 1808 322 428 200 297 82 1486 1153 222 400 118 77 69 333 313 59 74 190
is_linear=0
shrinkage=0.00138972


Tree=386
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 3 4 0 3 0 2 47 52 2 3 4 3 43 3 34 13 4 0 16 12 2
split_gain=3167.88 387.415 361.246 295.227 191.271 158.146 128.559 114.343 95.1401 86.4955 64.4675 58.3248 55.7113 56.8595 54.7505 50.7766 45.5442 61.1882 74.6785 42.8165 80.7747 42.4198 43.07 39.6008 39.9781 39.3184 35.9071 29.5036 25.8656 25.5485
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13657000000000002 0.092390000000000014 0.088105000000000003 0.095175000000000023 -0.16363499999999997 0.40473500000000007 -0.11171999999999999 0.23246000000000003 -0.14920999999999998 -0.13309499999999996 -0.030209999999999997 0.17025000000000004 0.077555000000000013 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 -0.064054999999999987 0.092670000000000016 -0.04890499999999999 0.30112000000000005 -0.038779999999999995 -0.016469999999999995 0.052250000000000012 -0.074824999999999989 -0.12029499999999999 0.086700000000000013 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 21 11 -6 -7 -1 12 -4 -8 -14 23 19 17 18 -9 -11 -21 26 29 -5 -25 28 -3 -27 -13 -23
right_child=1 3 6 14 7 8 10 16 -10 15 -12 25 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0059172779506687489 0.0095931140910734611 0.0025127857803005213 0.012157981307100954 0.00085556508462209815 0.00982547050896692 0.0083955511265338192 0.010971797941446523 0.0048097804509057386 0.004707951321167139 0.010425970381024226 0.0062429074463014713 0.010446838720899375 0.0092149483013474805 0.0069905889490994369 0.00065090033106583668 0.011619342992687491 0.0083478772715497706 0.0040472499682671064 0.0083945247145595404 0.0091905044780557898 0.0052819758817231974 0.0075064158006443909 0.0037362392071948608 0.0026035948735537123 0.0051054907953631381 0.0096428921185251256 0.0045542123196393438 0.0077210451105150599 0.0099336028215283381 0.0053140618743348486
leaf_weight=26 52 52 46 24 31 70 55 40 36 56 26 564 425 43 49 32 23 55 39 98 22 24 49 60 34 95 67 38 817 73
leaf_count=26 52 52 46 24 31 70 55 40 36 56 26 564 425 43 49 32 23 55 39 98 22 24 49 60 34 95 67 38 817 73
internal_value=0 0.00478847 0.00953164 0.00432409 0.00797479 0.00524024 0.00984316 0.00659025 0.00714316 0.00908716 0.00907598 0.0101131 0.00921682 0.00901057 0.0022888 0.0094834 0.00595145 0.00554012 0.00657946 0.00909504 0.00847394 0.00447907 0.00514491 0.00296895 0.00350854 0.010051 0.00366216 0.00909379 0.0101432 0.0058565
internal_weight=0 590 2531 538 422 371 2109 188 106 234 549 1560 523 468 167 208 157 134 79 176 120 265 146 118 94 1514 119 133 1381 97
internal_count=3121 590 2531 538 422 371 2109 188 106 234 549 1560 523 468 167 208 157 134 79 176 120 265 146 118 94 1514 119 133 1381 97
is_linear=0
shrinkage=0.00184336


Tree=387
num_leaves=31
num_cat=0
split_feature=1 1 4 15 1 11 52 157 15 16 51 1 49 12 12 12 3 52 52 4 10 0 151 150 15 131 1452 39 151 13
split_gain=179.905 31.602 24.4989 24.1873 25.5517 20.1544 19.4147 18.9488 18.5816 33.0226 31.3141 24.1573 22.7413 18.5317 17.8261 17.0249 37.3081 15.003 14.9249 14.8839 14.7002 12.8236 12.3268 13.236 12.2097 12.0708 11.8613 11.4043 14.8019 12.1169
threshold=0.10920500000000001 0.14262000000000002 -0.010655 0.024640000000000006 0.08864000000000001 0.090920000000000015 0.4099850000000001 -0.0091799999999999989 -0.0079099999999999986 0.083160000000000026 -0.057604999999999996 0.078340000000000007 -1.0000000180025095e-35 -0.12529499999999996 0.09202500000000001 0.087925000000000017 -0.087909999999999988 -0.046924999999999988 -0.53964499999999982 -0.49013999999999996 -0.062879999999999978 -0.085669999999999982 0.086470000000000005 -0.086544999999999983 0.13592500000000005 0.095715000000000008 0.087755000000000014 0.088025000000000006 0.050660000000000004 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 8 6 15 -5 14 10 -10 12 -12 -4 26 16 -6 18 -2 -11 -3 -9 23 -18 -23 27 -1 28 29 -15
right_child=1 20 13 7 5 -7 -8 21 9 19 11 -13 -14 25 -16 -17 22 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0046468370189548993 0.0054687776967062623 -0.0014916469964955637 0.0049563254980975711 0.0073215145880506753 -0.0015077981994051717 0.0057706765362729234 0.0056487890026348233 0.0050846371003406719 -0.0010198816877813133 0.0057778817098322775 0.0043420231702791419 0.0060040411786327005 -0.0003079136382352659 0.00061475405639402651 0.0037532146382667371 0.0038340932879088346 0.00068063536474794427 0.0056909579800616525 0.0023072368516682084 0.0026267078296524282 0.0013215382732954686 0.0044093032959185881 0.00058955350001928849 0.0033953032074163277 0.0025146298415668162 0.00368494874305477 0.0065320797672041081 0.00063583031457918658 0.0046814925164246433 0.0024100157943584546
leaf_weight=537 21 25 23 26 23 32 29 320 26 53 20 21 24 58 261 132 21 34 59 22 84 758 23 165 37 37 37 73 21 119
leaf_count=537 21 25 23 26 23 32 29 320 26 53 20 21 24 58 261 132 21 34 59 22 84 758 23 165 37 37 37 73 21 119
internal_value=0 0.0022305 0.00261118 0.00425414 0.0039745 0.00331288 0.00311276 0.00460363 0.00425541 0.00327129 0.00196724 0.00316208 0.00180569 0.00216771 0.00445105 0.00291071 0.00238534 0.00389881 0.00313714 0.00485354 0.000676312 0.00454025 0.00281377 0.00308881 0.00432112 0.00195947 0.00476836 0.00172389 0.00212505 0.00182174
internal_weight=0 554 445 2567 1426 425 393 1141 1001 166 91 65 44 331 835 364 232 114 80 75 109 1115 209 186 795 308 574 271 198 177
internal_count=3121 554 445 2567 1426 425 393 1141 1001 166 91 65 44 331 835 364 232 114 80 75 109 1115 209 186 795 308 574 271 198 177
is_linear=0
shrinkage=0.00322057


Tree=388
num_leaves=31
num_cat=0
split_feature=4 2 3 12 0 13 15 0 149 42 2 3 49 0 15 48 42 158 34 14 4 9 1419 13 51 4 43 12 16 456
split_gain=145.956 50.1684 36.6103 22.6907 20.8482 21.7665 17.4169 38.8611 16.5653 16.0183 18.655 15.6755 14.7346 18.1826 18.8145 15.0363 14.7186 12.5539 11.9573 14.3123 11.8286 13.6187 11.9532 15.2105 15.5869 18.9017 16.8409 15.7482 15.2255 12.684
threshold=0.27287000000000006 0.17025000000000004 0.11296500000000002 -0.010834999999999999 -0.019414999999999998 -0.0082249999999999979 -0.0088349999999999974 -0.043914999999999989 0.07770500000000001 -0.0060199999999999993 0.090790000000000023 0.31299000000000005 -0.046019999999999998 -0.10474999999999998 -0.41396999999999995 0.12118000000000002 0.11387000000000001 0.07968500000000002 -0.038779999999999995 -0.47013499999999991 0.042705000000000007 0.081890000000000004 0.083440000000000014 0.0049450000000000006 0.11144500000000002 -0.50427999999999995 -0.17390999999999998 0.082095000000000015 -0.011734999999999997 0.086080000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 11 -8 12 10 -1 -4 -2 15 18 -14 17 20 -15 -20 21 22 23 28 25 -25 -27 -28 -5 -30
right_child=8 -3 6 16 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0061435212236674525 -0.00044102224103219356 -0.00017649259869575027 0.0041426456063380504 0.0039729852085184153 0.0027603437744762359 -0.0014311141353322847 -0.0011337498942420871 0.0038960376197833004 0.0035844708192776867 0.002364179298503819 0.0030530746114231753 0.001317391297330363 0.0028964381265818759 -0.00042673027227032283 -0.001033948264360223 0.00024013873329152059 0.002819243525562838 0.0043381497867110074 0.0037934698566708148 0.0012170425742109268 0.0029487693110010912 0.0060466402181411369 0.0046796915040713009 0.0055527590310286701 0.00098866180446589976 0.0041811403959254954 -2.4599156765222154e-06 0.0027825646040201758 0.0031283289166056461 0.0044251882402483603
leaf_weight=26 40 33 39 865 23 20 36 21 28 108 48 30 92 26 36 23 180 233 24 83 205 21 95 27 30 68 20 142 422 77
leaf_count=26 40 33 39 865 23 20 36 21 28 108 48 30 92 26 36 23 180 233 24 83 205 21 95 27 30 68 20 142 422 77
internal_value=0 0.0034249 0.00346834 0.00354302 0.002651 0.000810828 0.00192132 0.00071933 0.00141608 0.00308577 0.00413891 0.00291427 0.00122869 0.00146386 0.000850537 0.00236518 0.00362717 0.00369312 0.00136062 0.00179493 0.00361691 0.00369443 0.00366614 0.00360782 0.00299295 0.00322691 0.00295388 0.00243873 0.00373719 0.00332845
internal_weight=0 2769 2736 2610 225 43 126 57 352 182 74 69 324 284 169 115 2385 2205 133 107 1972 1767 1746 1651 287 257 230 162 1364 499
internal_count=3121 2769 2736 2610 225 43 126 57 352 182 74 69 324 284 169 115 2385 2205 133 107 1972 1767 1746 1651 287 257 230 162 1364 499
is_linear=0
shrinkage=0.00293843


Tree=389
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 45 14 2 1 2 2 4 150 1 2 2 12 4 47 1 157 1 16 3 48 3 0 4 4
split_gain=5048.74 825.431 537.813 402.746 299.982 249.104 139.12 137.048 131.731 126.296 122.11 119.86 91.9789 86.4651 79.4955 85.633 58.6801 49.7525 53.7768 47.0961 37.3453 34.6109 34.2883 33.372 32.8947 31.1009 29.8323 28.595 30.1535 27.8079
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.10783500000000001 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.11474000000000002 0.14960000000000004 0.40945500000000007 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.076935000000000017 -0.069619999999999987 0.11588000000000001 0.19444000000000003 -0.010424999999999999 0.016865000000000002 0.090900000000000009 -0.010949999999999998 0.015030000000000002 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 19 7 11 14 13 -5 22 12 25 20 17 16 -16 18 -1 -3 27 -19 -6 -23 -14 -4 -20 28 -7 -2
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 -13 24 -15 15 -17 -18 21 26 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0084657378181199235 0.0068010128496759558 0.0023942931355367385 0.0033012977657038323 0.0057641959415240009 0.0062709379848604882 0.0062199791287100344 0.0039772688865386055 0.0080061097238670349 0.003865361141661887 0.0030881944434505691 0.0028196463268482753 -0.00016294226546727976 0.0017108576433228077 0.0038855345214062792 0.0044189282165241215 0.0039792947005586896 0.0062797249726844863 0.0047733818231879719 0.0066929014188908606 0.0038616367836509574 0.0065794291224806206 0.0064149748487864044 0.0047620755997460603 0.0052089676758651435 0.00045836143211339223 0.0016672203344088945 0.0056969490520389727 0.0046660008589872425 0.0054744118143228333 0.0053357221140990785
leaf_weight=21 50 190 35 34 44 146 21 76 48 63 26 79 41 27 23 25 274 20 1093 32 92 281 33 32 73 25 39 27 127 24
leaf_count=21 50 190 35 34 44 146 21 76 48 63 26 79 41 27 23 25 274 20 1093 32 92 281 33 32 73 25 39 27 127 24
internal_value=0 0.00280009 0.00236452 0.00626059 0.00333806 0.00635278 0.00120979 0.00653413 0.00562121 0.00402617 0.00491632 0.000980075 0.00149903 0.00582235 0.00647225 0.00596821 0.00613562 0.00658147 0.0066915 0.0026058 0.00595576 0.00620049 0.00562428 0.00629168 0.000908821 0.00262043 0.00665859 0.0057645 0.00587314 0.00632578
internal_weight=0 673 599 2448 325 2351 274 1884 467 97 103 253 174 419 1808 322 297 1486 1153 222 392 333 77 313 114 60 1132 300 273 74
internal_count=3121 673 599 2448 325 2351 274 1884 467 97 103 253 174 419 1808 322 297 1486 1153 222 392 333 77 313 114 60 1132 300 273 74
is_linear=0
shrinkage=0.00111896


Tree=390
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 2 14 1 2 457 159 1 1 150 2 2 475 12 4 43 43 52 4 16 148 52 16 16 2
split_gain=3137.71 382.101 329.258 284.72 226.086 149.522 113.586 112.663 90.4863 84.5708 98.6325 61.5134 61.4637 52.0727 45.2929 42.9928 50.4338 40.2396 35.8802 43.3369 32.887 30.9289 29.8568 49.9898 31.9432 29.6977 27.3044 26.4814 25.9773 25.3975
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.10045500000000002 0.13075500000000004 0.14285500000000004 0.076175000000000007 0.09253500000000002 0.14285500000000004 0.080930000000000016 0.078675000000000009 0.089625000000000024 0.16540500000000002 1.0000000180025095e-35 0.090425000000000019 -1.0000000180025095e-35 -0.066784999999999983 0.09141500000000001 -0.51843499999999987 -0.040344999999999992 -0.080084999999999976 0.039215000000000007 0.24564500000000003 -0.067914999999999989 -0.043434999999999994 -0.52606999999999993 0.55700000000000005 0.19444000000000003 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 7 25 11 12 -4 10 17 14 18 -7 20 16 -14 -6 19 -1 -5 -10 23 27 -24 -3 -2 -19 -20 -21
right_child=1 5 8 6 9 13 -8 -9 21 -11 -12 -13 15 -15 -16 -17 -18 22 28 29 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0096909539465068282 0.0075971545529422086 0.0010501689624810157 0.0063975053348313392 0.0033062825784540618 0.0076082768714577339 0.00080076294063756307 0.000760843931644004 0.0091694846924369137 0.0038770771418063818 0.0038206625864976498 0.0036583259573560309 0.0019954629393172697 0.0049207364423900042 -0.00190087984668115 0.0027939153038406593 0.0048742206541623626 0.0069999074974261156 0.0057828684204249527 0.0070400466427428463 0.0076060840757185989 0.0055671942622854366 0.0015762126651371147 0.0074991419242203912 0.0035249917986944815 0.0060489967974278816 0.0030747280451432078 0.0057480893502046063 0.0072614102920439284 0.0055932514956201331 0.0071045073289149772
leaf_weight=22 28 22 34 23 67 130 45 77 57 39 34 43 33 21 38 33 284 132 310 751 56 20 78 21 76 111 73 40 35 388
leaf_count=22 28 22 34 23 67 130 45 77 57 39 34 43 33 21 38 33 284 132 310 751 56 20 78 21 76 111 73 40 35 388
internal_value=0 0.00283886 0.00691545 0.00407304 0.00703842 0.00150908 0.00299521 0.00728265 0.00423453 0.00606904 0.00626476 0.00362363 0.00720437 0.000425038 0.00422202 0.00660345 0.00678346 0.00647882 0.00734402 0.00747797 0.00490895 0.00327945 0.00626074 0.00584363 0.00678349 0.00273984 0.0062607 0.00612672 0.00689327 0.00743522
internal_weight=0 590 2531 306 2420 284 205 1933 111 487 448 160 1856 151 117 350 317 414 1506 1161 79 77 347 193 154 133 101 172 345 1139
internal_count=3121 590 2531 306 2420 284 205 1933 111 487 448 160 1856 151 117 350 317 414 1506 1161 79 77 347 193 154 133 101 172 345 1139
is_linear=0
shrinkage=0.0015919


Tree=391
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 14 2 1 49 1 40 50 1 1429 52 4 1 2 15 49 0 0 15 12 11
split_gain=3561.49 583.48 278.492 241.646 216.849 174.046 143.266 129.231 118.968 121.445 108.172 82.1227 79.9898 63.3039 51.0115 48.2941 47.2222 42.1623 74.967 41.9928 34.2117 47.7767 34.1366 33.9111 33.3421 34.5627 32.6605 29.6998 28.975 28.8746
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.091265000000000013 0.09253500000000002 -0.054984999999999992 0.12408500000000001 -0.077714999999999992 0.041865000000000006 0.080270000000000022 0.084690000000000015 0.31359500000000001 -0.013125 0.086455000000000018 0.11411 -0.087894999999999987 0.082865000000000008 -0.12333499999999999 0.18019500000000002 0.090455000000000021 0.095780000000000018 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 15 10 -8 -10 11 17 -4 -2 -11 -3 23 19 24 -1 26 28 -5 -6 25 -19 -13 -12 -22 -15
right_child=1 4 12 22 16 -7 8 -9 9 14 27 20 -14 29 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0086022592850976669 0.0049606707976769171 0.0032239685203070616 0.0073330311790279082 0.0052883596593516179 0.0011959579281778418 0.0052778573679529714 0.0070867695311512156 0.004544315076806648 0.0071810083077456163 0.0039938785298994283 0.010673235086273665 0.0081210348526719201 0.004455189635228461 0.0071547322617738374 0.0023138030147207699 0.0011012570627173376 0.0030488711552495878 0.0066515389606825719 0.0052904588956747666 0.0068223387463271406 0.0079306960697913334 0.0054187732185736227 0.003308957476235433 -0.0010901539574032317 0.010028478654178594 0.0081650394329427049 0.0061511158764579882 0.0088724620804382839 0.0069895831130462882 0.0087202754560232378
leaf_weight=894 24 47 34 31 55 48 30 22 23 151 47 390 61 89 56 50 23 37 22 31 179 26 54 20 20 436 20 37 126 38
leaf_count=894 24 47 34 31 55 48 30 22 23 151 47 390 61 89 56 50 23 37 22 31 179 26 54 20 20 436 20 37 126 38
internal_value=0 0.00414027 0.0080085 0.00605856 0.00314528 0.00811116 0.00368909 0.00817063 0.00427083 0.00390353 0.00820585 0.00814137 0.00548515 0.00719999 0.00353937 0.00212979 0.00116427 0.00835065 0.00800587 0.00854261 0.00773468 0.00737514 0.00403086 0.000586328 0.00812705 0.00804665 0.00802494 0.00988004 0.00754191 0.00762316
internal_weight=0 691 2430 236 455 2335 357 2287 260 230 2265 2181 95 151 207 97 98 1440 515 925 741 331 85 75 493 473 410 84 305 127
internal_count=3121 691 2430 236 455 2335 357 2287 260 230 2265 2181 95 151 207 97 98 1440 515 925 741 331 85 75 493 473 410 84 305 127
is_linear=0
shrinkage=0.00150346


Tree=392
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 2 47 4 2 4 1 4 2 12 15 10 1 47 49 4 16 133 133 160 3 14
split_gain=4284.16 693.598 444.609 357.066 251.518 221.129 169.42 151.543 121.94 133.42 121.823 102.328 78.1373 72.5583 59.7833 80.069 58.0461 50.5624 41.6242 40.9826 39.8686 38.8016 38.284 31.6314 37.0306 28.9742 51.7104 28.9166 28.0307 27.2676
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.092845000000000025 1.0000000180025095e-35 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.14753000000000002 0.42051500000000003 0.088975000000000012 -0.087894999999999987 0.094835000000000017 0.09320500000000001 -0.41942499999999994 -0.38124499999999995 0.087135000000000004 0.090100000000000013 0.088340000000000016 0.018150000000000003 -0.11118499999999999 0.076280000000000014 0.087415000000000007 -1.0000000180025095e-35 -0.11171999999999999 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 21 6 8 16 9 20 12 -6 13 -4 23 -16 -1 -10 -14 -20 -5 29 -18 25 -25 28 -27 -15 -11 -3
right_child=1 2 10 5 11 -7 -8 -9 17 14 -12 -13 18 27 15 -17 22 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0095014093379669016 0.0088164029080952666 0.0052366737993522457 0.0041751325408244727 0.0092627971453832711 0.0080062427133074029 0.0045045791177639192 0.0057052443998782702 0.0047496556505678888 0.010899480540498545 0.0070478128968478066 0.0050441744281284652 0.0047433345436994397 0.0023789905409162498 0.0033153584545372581 0.0087819216432457967 0.005399347457882721 0.0054831920770815638 0.0090864106440648081 0.0016549140324293554 -0.00091304388081310517 0.0086982216169087297 0.0057046048464302656 0.0080327415054514649 0.0085849270342721017 0.0073195922273612468 0.010985523483053936 0.0087743614737082198 0.0015378127055640522 0.0084875824356329139 0.0037187948465932895
leaf_weight=28 71 31 54 932 71 26 37 66 90 34 37 30 32 28 28 34 24 54 25 30 389 33 28 101 102 26 216 71 233 160
leaf_count=28 71 31 54 932 71 26 37 66 90 34 37 30 32 28 28 34 24 54 25 30 389 33 28 101 102 26 216 71 233 160
internal_value=0 0.00443762 0.00392119 0.00865754 0.00509643 0.00880001 0.00884908 0.00641117 0.00890104 0.00881041 0.00254229 0.00703706 0.00215659 0.00279393 0.00832205 0.00692696 0.00778191 0.0102196 0.00103574 0.00025421 0.00909654 0.00422141 0.00685603 0.00844353 0.00794914 0.0086407 0.00901192 0.00204055 0.00830424 0.00396515
internal_weight=0 673 602 2448 325 2302 2276 146 2239 2095 277 101 240 153 774 62 80 144 87 55 1321 224 52 712 203 509 242 99 267 191
internal_count=3121 673 602 2448 325 2302 2276 146 2239 2095 277 101 240 153 774 62 80 144 87 55 1321 224 52 712 203 509 242 99 267 191
is_linear=0
shrinkage=0.00148128


Tree=393
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 4 49 4 1 1 40 1 1 157 12 1 11 133 50 1 0 42 16
split_gain=5034.18 786.174 426.36 363.608 262.893 240.925 189.601 182.382 153.354 135.971 124.984 107.302 96.1964 68.8216 63.2604 72.3129 54.3606 50.2508 47.9858 47.3613 37.8768 37.0682 36.0033 34.9191 31.834 31.2945 31.0331 29.7104 30.8378 28.5795
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089885000000000007 0.09253500000000002 0.062655000000000016 -0.15464999999999998 -0.054984999999999992 -0.013125 0.086455000000000018 0.091450000000000017 -0.077714999999999992 0.16175000000000003 0.12408500000000001 -0.0066899999999999989 0.092550000000000007 0.13075500000000004 0.084680000000000019 -1.0000000180025095e-35 0.041865000000000006 0.12958500000000003 0.18019500000000002 -0.11051499999999999 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 9 26 11 -4 16 -10 -2 20 21 -1 -3 25 -14 -11 -16 24 -15 -5 -6 -8 28 -22 -7
right_child=1 4 10 22 18 29 8 -9 12 14 -12 -13 19 23 15 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018136917446876455 0.014821584740925346 0.012645488356241553 0.016991241724334982 0.012798759243070643 0.010781807473306914 0.014033549881905407 0.016461800851156852 0.014292693004570804 0.015942097878431479 0.018543687434477429 0.01393680979455905 0.019794387974347263 0.01339989490557239 0.016813194461834543 0.017649703840310994 0.015311809660330408 0.017425437425082204 0.010786102155984608 0.0091099891733548242 0.011941859901325548 0.019156102555594978 0.016824440154701394 0.012167218175593486 0.018347639690704624 0.014739397012085282 0.012593618992961656 0.014446308967697915 0.016075184299947615 0.017590548267546205 0.016030572989315511
leaf_weight=1127 23 46 34 22 55 27 34 24 20 85 63 59 125 87 183 35 210 50 21 52 22 176 24 34 38 22 20 20 362 21
leaf_count=1127 23 46 34 22 55 27 34 24 20 85 63 59 125 87 183 35 210 50 21 52 22 176 24 34 38 22 20 20 362 21
internal_value=0 0.0136805 0.0176453 0.0156191 0.0126872 0.0177541 0.0132116 0.0178135 0.0137985 0.0178505 0.0150074 0.0180999 0.0132731 0.0168574 0.0174562 0.0170734 0.0180252 0.0116771 0.0108303 0.0129715 0.0177647 0.0172451 0.0134962 0.0172444 0.0140278 0.0112995 0.0157153 0.0176008 0.0176802 0.0149072
internal_weight=0 673 2448 228 445 2351 347 2303 251 2279 97 1396 197 144 883 394 1337 96 98 177 489 359 84 121 60 77 54 404 384 48
internal_count=3121 673 2448 228 445 2351 347 2303 251 2279 97 1396 197 144 883 394 1337 96 98 177 489 359 84 121 60 77 54 404 384 48
is_linear=0
shrinkage=0.00128389


Tree=394
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 39 4 1 14 4 0 4 0 47 13 49 12 2 52 15 16 3 1 0 2 42 0 157 4
split_gain=3782.22 623.047 299.952 262.906 226.354 164.285 137.611 135.489 130.533 119.172 73.065 70.0223 64.379 107.199 61.1262 56.4894 49.605 48.6761 47.7189 41.8176 36.7161 34.0032 35.3362 31.3909 30.7748 29.2699 28.9416 28.9055 26.8244 26.5379
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.11362000000000001 0.087735000000000021 0.27834500000000006 0.09253500000000002 0.062655000000000016 -0.17966999999999997 -0.033209999999999996 0.0061450000000000003 -0.11173999999999999 1.0000000180025095e-35 -0.47860499999999995 -0.054984999999999992 0.088245000000000004 0.094835000000000017 0.039215000000000007 -0.053579999999999996 -0.008904999999999998 0.14121000000000003 0.13075500000000004 0.051010000000000007 0.11411 0.10755000000000002 -0.15599999999999997 -0.028564999999999997 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 16 6 7 10 9 18 12 -3 -7 13 27 26 -6 -2 24 -1 28 -20 22 29 25 -15 -5 -8 -4 -14 -12
right_child=1 4 5 23 15 11 14 -9 -10 -11 21 -13 19 17 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0096531777045180209 0.0057480297047566792 0.0076931165501533446 0.007719259169625855 0.0064740972823199945 0.0020757138515409652 0.0077792824728095998 0.0027996267016833737 0.0049423719642940752 0.0049084956119124874 0.010821124604656668 0.006438037922992074 0.0050875728769344594 0.0060748745053684503 0.0094302327522566998 0.004624060093482517 -0.00051922302770773387 0.0082847997239362328 0.0088291847257365528 0.0081414271943648815 0.0090141622345306215 0.0054115902202925854 0.0033791704913763063 0.0037478036246284922 0.0028243021034594089 0.007989793588145451 0.004155432201684045 0.0011086628938843561 0.0054151402784546609 0.0079495750550271985 0.0046575432571934385
leaf_weight=26 23 20 43 21 58 126 86 21 69 85 41 30 22 800 37 33 121 873 30 96 21 49 42 24 39 39 36 20 147 43
leaf_count=26 23 20 43 21 58 126 86 21 69 85 41 30 22 800 37 33 121 873 30 96 21 49 42 24 39 39 36 20 147 43
internal_value=0 0.00445257 0.00869095 0.00658099 0.00336205 0.00883054 0.00393461 0.00894458 0.0064901 0.00898414 0.00482607 0.00726165 0.00890759 0.00901628 0.00284132 0.00113469 0.00787962 0.00909093 0.00790739 0.0081796 0.00701738 0.00449841 0.00493366 0.00435478 0.00936328 0.00496696 0.00230065 0.00698779 0.00770553 0.00552659
internal_weight=0 673 2448 228 445 2302 354 2146 146 2125 195 156 2040 1775 159 91 144 1712 77 265 51 175 126 84 839 60 122 63 169 84
internal_count=3121 673 2448 228 445 2302 354 2146 146 2125 195 156 2040 1775 159 91 144 1712 77 265 51 175 126 84 839 60 122 63 169 84
is_linear=0
shrinkage=0.00158341


Tree=395
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 376 2 52 2 0 14 4 16 15 43 52 14 0 147 15 0 4 0 49 13 3 12 0 0 52
split_gain=307.025 46.0197 37.8579 36.4945 35.6567 35.5787 40.4993 29.3456 27.5482 26.1176 22.8276 21.9158 33.8144 18.106 16.2614 15.3115 13.0158 13.9549 13.0043 13.0003 13.2464 18.9233 20.3636 13.0057 17.9815 12.9903 12.5391 12.5018 18.9027 11.3876
threshold=0.10920500000000001 0.31370500000000007 0.095950000000000021 0.41257000000000005 -0.16363499999999997 0.083785000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.11362000000000001 0.0059850000000000016 0.062655000000000016 -0.04890499999999999 -0.059624999999999991 0.035560000000000008 -0.52440999999999993 0.056145000000000007 -0.47071999999999997 -0.097734999999999989 0.089365000000000014 -0.15914499999999995 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.097940000000000013 -0.086254999999999984 -0.016324999999999996 0.092465000000000006 -0.13455999999999999 -0.068944999999999992 0.11277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 5 -4 6 26 13 10 25 14 -8 -13 27 -1 -3 -5 -18 19 -16 21 22 -21 29 -25 -10 -2 -6 -29 -22
right_child=1 15 4 16 7 -7 11 -9 9 -11 -12 12 -14 -15 18 -17 17 -19 -20 20 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0028493977531880879 0.0067976724754562224 0.0002241314557841023 0.0059460077931351501 0.0044297184823133828 0.0018756364870266876 0.00080955515900777504 0.0051737407337310547 0.0054850060688467726 0.0050076743622463043 0.0010251802869855838 0.0069390680750540746 0.003584460871951258 -0.00032891903857869097 0.0051827551119918783 0.0068206108097296839 0.0026803672412187003 0.0032010272950003839 0.0013547715368091777 0.0035617237041139734 0.0045743144635137876 0.0056308794424428099 0.0053528755176805885 0.00076715727895483143 0.0072332689946559576 0.0042416763708847784 0.0026369630360652944 0.0047846964752461148 0.0045622812247339863 0.0018395828641353132 0.0049037272038207182
leaf_weight=22 40 70 85 20 72 29 30 64 120 20 83 56 29 33 56 32 51 116 33 31 1358 84 20 20 133 24 81 57 36 216
leaf_count=22 40 70 85 20 72 29 30 64 120 20 83 56 29 33 56 32 51 116 33 31 1358 84 20 20 133 24 81 57 36 216
internal_value=0 0.00277944 0.00519407 0.00318219 0.0042905 0.00388433 0.00426216 0.00375341 0.0053353 0.00417507 0.00542785 0.0030122 0.00224931 0.0031937 0.00536427 0.000994715 0.00218717 0.0019186 0.00539263 0.00542413 0.00538214 0.00449473 0.00308131 0.0054515 0.00463273 0.00461256 0.00545014 0.00279588 0.00350833 0.00553109
internal_weight=0 554 2567 452 347 265 236 262 2220 164 2056 115 85 198 1973 102 187 167 1951 1918 1862 135 51 1727 153 144 121 165 93 1574
internal_count=3121 554 2567 452 347 265 236 262 2220 164 2056 115 85 198 1973 102 187 167 1951 1918 1862 135 51 1727 153 144 121 165 93 1574
is_linear=0
shrinkage=0.00294161


Tree=396
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 4 2 124 14 3 52 457 43 1 40 457 47 52 3 0 11 13 49 159 1 1
split_gain=3886.71 631.887 400.342 300.983 229.589 198.12 165.398 119.278 113.177 104.118 97.4069 92.7537 89.3446 76.5339 58.2096 52.2798 77.0439 44.3969 43.582 40.9148 39.7363 33.2419 33.0244 32.6634 57.5905 35.5797 40.7255 32.0778 31.6466 30.1738
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.17025000000000004 0.089885000000000007 0.40945500000000007 0.11474000000000002 -0.080389999999999989 0.062655000000000016 0.30112000000000005 -0.56022499999999986 0.080930000000000016 -0.016814999999999997 0.086920000000000011 -1.0000000180025095e-35 0.048635000000000005 0.090100000000000013 0.40674500000000008 -0.010424999999999999 0.18019500000000002 1.0000000180025095e-35 -0.10664 0.10084500000000002 0.0089800000000000019 0.11588000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 9 12 13 28 19 17 18 -10 23 -17 21 -4 -5 -3 -1 -11 24 25 -16 27 -27 -6 -26
right_child=1 2 7 11 10 -7 -8 -9 14 22 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0088054793828734376 0.0083765314375257929 0.0040116152109854223 0.0036571086058585812 0.0039951194357997757 0.0083122517152499006 0.0055309484764557637 0.0047543998239248219 0.00091220340064600985 0.0095372977436380593 0.0034087589934157598 0.0043341774396156336 0.0079606770721736657 0.010341759657172512 0.0021007607583304389 0.0066144175688314169 0.0081930462914871546 0.0046271911435641 0.0082114710521622274 0.0059363179719953869 0.0061465108197646988 0.0056630877431229172 0.0071809884001060535 0.0019341943906762101 0.0062793015411992314 0.010613403342304926 0.0080950978998131206 0.0073995129629373397 0.0090972876322851486 0.0065119189072545417 0.0083818366287560786
leaf_weight=905 71 191 26 38 44 48 24 54 47 44 24 28 59 22 35 25 22 407 43 31 33 25 88 20 25 470 146 71 33 22
leaf_count=905 71 191 26 38 44 48 24 54 47 44 24 28 59 22 35 25 22 407 43 31 33 25 88 20 25 470 146 71 33 22
internal_value=0 0.00445543 0.00399297 0.00822639 0.00503924 0.00832537 0.00838361 0.0027654 0.00842183 0.00321416 0.00677874 0.00582737 0.00866813 0.00435784 0.00803243 0.00794783 0.00652392 0.00859428 0.00507749 0.00496169 0.00425491 0.00876181 0.00242572 0.00803265 0.00807825 0.00798121 0.00805085 0.00822662 0.00754068 0.00956884
internal_weight=0 673 602 2448 325 2351 2303 277 2279 223 101 97 1396 91 883 836 47 1337 69 69 224 930 132 789 769 722 687 541 77 47
internal_count=3121 673 602 2448 325 2351 2303 277 2279 223 101 97 1396 91 883 836 47 1337 69 69 224 930 132 789 769 722 687 541 77 47
is_linear=0
shrinkage=0.00138972


Tree=397
num_leaves=31
num_cat=0
split_feature=1 1 124 3 4 40 3 42 43 44 4 0 16 10 43 11 14 0 1 12 16 0 40 13 4 0 133 49 51 15
split_gain=278.925 44.4912 34.6826 30.4512 24.266 24.1306 22.6075 21.8263 22.0167 17.6099 22.3697 14.7991 21.9341 18.9189 13.7739 13.7344 13.6496 20.2226 26.5898 16.8144 13.2503 12.8544 12.2484 16.3036 11.2852 39.2223 14.5714 11.0948 13.5307 15.3042
threshold=0.10920500000000001 0.13707500000000003 -0.076779999999999987 -0.034684999999999994 0.41257000000000005 1.0000000180025095e-35 0.11924500000000002 -0.0060199999999999993 -0.079914999999999986 0.081805000000000017 0.36766000000000004 -0.10474999999999998 -0.43320999999999993 -0.062879999999999978 -0.079914999999999986 0.084110000000000004 0.076175000000000007 -0.13455999999999999 0.085110000000000005 0.089210000000000025 -0.067914999999999989 -0.14920999999999998 -0.064864999999999992 -0.0025349999999999995 -0.49405499999999997 1.0000000180025095e-35 0.088820000000000024 0.12497000000000001 -0.011165 -0.07879499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 15 6 9 -1 -9 10 16 12 -3 -13 -5 -2 17 18 -4 24 -21 -20 -16 -24 -19 26 -26 28 29 -22
right_child=1 11 5 14 -6 -7 -8 8 -10 -11 -12 13 -14 -15 22 -17 -18 19 21 20 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0065061860645415307 0.0054320132752070111 0.001139936297781018 0.0073164894542236663 0.0012371689956487356 0.0027697900344386328 0.0022571250395952698 0.0035492440185956689 0.0043662831224236054 5.7482775839473269e-05 0.0095033218778117073 0.0035406240246904021 -0.0016586461132611766 0.0064085691479393936 0.0018295246384184699 0.0054079524543048868 0.0087136140689878169 0.0078761207820922056 0.0081694945407928994 0.004437014703795223 0.0065429948754662116 0.0091197531611001883 0.00090217738550740746 0.0019065784100530461 0.0045414551385415886 0.0069916013555544514 0.0027918409282271773 0.0057637559182307568 0.0039093601946934443 0.005419785485949782 0.0061916168027385662
leaf_weight=43 109 24 37 45 44 20 39 64 22 25 38 28 20 92 38 21 85 73 49 485 30 20 77 56 830 35 159 44 331 138
leaf_count=43 109 24 37 45 44 20 39 64 22 25 38 28 20 92 38 21 85 73 49 485 30 20 77 56 830 35 159 44 331 138
internal_value=0 0.00331526 0.00622232 0.00399807 0.00515486 0.00632167 0.00635529 0.00434475 0.00326403 0.00640129 0.00636835 0.00169149 0.00353477 0.00101562 0.00306622 0.00596212 0.00641474 0.00635906 0.00477516 0.00643807 0.00609664 0.00341242 0.00354755 0.003016 0.00675803 0.0066574 0.0067942 0.00569797 0.00585568 0.0067145
internal_weight=0 554 2567 390 174 2438 2418 129 86 2379 2354 164 44 120 216 130 2316 2231 106 2125 1028 69 171 133 1097 1024 989 543 499 168
internal_count=3121 554 2567 390 174 2438 2418 129 86 2379 2354 164 44 120 216 130 2316 2231 106 2125 1028 69 171 133 1097 1024 989 543 499 168
is_linear=0
shrinkage=0.00371563


Tree=398
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 124 4 4 2 3 0 15 150 4 1 0 4 40 47 0 3 1 457 0 3 4 3
split_gain=4244.87 692.615 467.629 326.202 258.124 206.386 126.618 110.048 103.219 99.9039 97.5604 93.8002 74.4614 70.2501 129.754 69.9175 60.4975 58.9087 45.5425 54.5786 45.0721 41.4187 38.4406 36.9898 36.2734 35.4394 33.7977 32.4958 29.329 27.7462
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.17025000000000004 -0.080389999999999989 0.40945500000000007 0.40473500000000007 0.14285500000000004 0.30112000000000005 -0.10607499999999999 -0.10653 1.0000000180025095e-35 0.0067750000000000006 0.085345000000000018 -0.079119999999999982 -0.55119499999999988 -1.0000000180025095e-35 0.090100000000000013 -0.13843999999999998 -0.12711499999999995 0.076935000000000017 0.048635000000000005 -0.030209999999999997 -0.010424999999999999 0.04735000000000001 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 9 25 12 -6 15 20 14 -1 24 18 22 -15 -20 -4 -3 -16 -21 26 -5 -7 -11 -22 -26
right_child=1 2 7 8 10 11 -8 -9 -10 27 -12 -13 -14 16 17 -17 -18 -19 19 23 28 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.010212744926576608 0.0089863907935259484 0.0040075654417922272 0.0034629091328808206 0.0040954402293340644 0.008264111425915089 0.0083889575319499639 0.011213914292344047 0.00047664544302667528 0.0086321397262025552 0.0031837036039501407 0.004926745916531138 0.0057959205393164469 0.0017571173115105826 0.0094941272598165222 0.0099031191103392865 0.0059391741111486989 0.0081135687574382612 0.0059223853849779866 0.011269304196744863 0.0071590237041738638 0.0074158219597850288 0.0058901060779153582 0.0070554454379289852 0.0089006412713541795 0.010164231676447397 0.0063310239119982147 0.00665542400173115 0.0015505417168434072 0.0047584951221342174 0.0084595777165812139
leaf_weight=48 74 191 26 38 71 278 76 54 28 44 30 39 22 1150 21 28 104 50 22 32 20 33 25 356 47 31 30 88 20 45
leaf_count=48 74 191 26 38 71 278 76 54 28 44 30 39 22 1150 21 28 104 50 22 32 20 33 25 356 47 31 30 88 20 45
internal_value=0 0.0045079 0.00395463 0.00890799 0.00521345 0.00902304 0.00925193 0.00246149 0.00611947 0.00294868 0.00727281 0.00809964 0.0042293 0.00916946 0.00812974 0.00830956 0.00925943 0.00708824 0.00933583 0.00889181 0.00505336 0.0042849 0.00835547 0.008757 0.00847548 0.00509983 0.00822011 0.00209493 0.00608716 0.00933043
internal_weight=0 673 599 2448 325 2351 1884 274 97 220 101 467 88 1808 144 428 1664 96 1560 410 66 224 46 388 400 69 308 132 40 92
internal_count=3121 673 599 2448 325 2351 1884 274 97 220 101 467 88 1808 144 428 1664 96 1560 410 66 224 46 388 400 69 308 132 40 92
is_linear=0
shrinkage=0.00155166


Tree=399
num_leaves=31
num_cat=0
split_feature=1 1 124 12 457 40 4 4 42 0 43 0 1 1 43 12 52 4 0 4 16 16 1 48 13 1 160 50 4 16
split_gain=259.744 40.0769 31.7208 27.1231 21.6341 21.528 22.6729 19.9574 19.4404 18.3761 18.2075 15.7276 17.5475 14.8199 14.6033 14.1367 11.9807 10.8341 22.8293 36.7564 43.5762 15.1878 11.8132 10.446 11.9652 10.2603 15.5222 10.1858 10.4974 9.97639
threshold=0.10920500000000001 0.13657000000000002 -0.076779999999999987 0.085055000000000006 0.29113500000000009 1.0000000180025095e-35 0.36766000000000004 -0.036839999999999991 -0.0060199999999999993 -0.14920999999999998 -0.079914999999999986 -0.13455999999999999 0.086105000000000015 0.16773500000000005 -0.079914999999999986 0.095565000000000011 0.056145000000000007 -0.49405499999999997 -0.060129999999999996 -0.16363499999999997 0.066275000000000014 0.22339500000000004 0.085110000000000005 0.095930000000000015 -0.052719999999999996 0.084525000000000003 0.087570000000000023 0.12743000000000002 0.022185000000000003 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 14 5 6 9 -5 -1 25 -10 12 -11 16 -2 17 23 21 -19 -20 -21 -13 -23 24 -3 -4 -27 28 29 -17
right_child=1 13 4 7 -6 -7 -8 -9 10 11 -12 15 -14 -15 -16 27 -18 18 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0051405219341479815 0.0011793462194892449 0.00067418863278522661 0.0070622100577527091 0.0065979903223829864 0.002155268957830849 0.0018518938667859163 0.002991395616090188 0.0036691393468128121 0.0034286765576862772 0.0048066923754785489 0.00016850877256995063 0.0081404204132586692 0.0010925018023948524 -0.00093734309769279633 0.0029667773126573465 0.0057253072537993719 0.0031771385599823417 0.0052507765288321009 0.0055904352417368401 -0.001766573651881189 0.0046095890587504532 0.0034376620220860432 0.0062190081668452067 -0.00070371652217013803 0.0029587648806755971 0.004487343426752945 0.0076365013458046735 0.0029447353262847132 0.0038357543811368519 0.0046381378996713657
leaf_weight=43 57 50 68 28 25 20 49 108 64 31 22 28 20 23 187 118 40 1465 43 20 21 20 54 22 39 52 21 32 96 255
leaf_count=43 57 50 68 28 25 20 49 108 64 31 22 28 20 23 187 118 40 1465 43 20 21 20 54 22 39 52 21 32 96 255
internal_value=0 0.00260319 0.00493729 0.00316584 0.00501634 0.00504598 0.00507267 0.00427214 0.00344329 0.00511618 0.00259468 0.00504693 0.00335015 0.0013744 0.00254922 0.00508714 0.00172652 0.00522517 0.00516091 0.00359355 0.00149927 0.00620109 0.00546729 0.00120378 0.0016753 0.00619815 0.00539327 0.00463229 0.00474743 0.00498207
internal_weight=0 554 2567 380 2438 2413 2393 136 129 2344 86 2203 51 174 244 2152 151 1651 1549 84 41 102 74 111 89 141 73 501 469 373
internal_count=3121 554 2567 380 2438 2413 2393 136 129 2344 86 2203 51 174 244 2152 151 1651 1549 84 41 102 74 111 89 141 73 501 469 373
is_linear=0
shrinkage=0.00309149


Tree=400
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 12 4 4 4 4 0 52 2 0 11 1 159 1 457 376 47 3 50 2 4 12 0 0 14
split_gain=5473.39 657.183 615.609 342.137 329.279 264.003 221.942 175.401 156.859 150.642 112.432 107.715 104.498 131.958 119.263 103.318 103.088 79.1577 78.7336 64.7326 63.2192 71.5719 60.822 59.0413 58.7264 60.9235 75.9776 50.4528 48.9731 44.5932
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.12043500000000001 0.14753000000000002 0.092550000000000007 -0.17966999999999997 0.27287000000000006 0.27834500000000006 0.053180000000000012 -0.23194499999999998 0.08257500000000001 0.10444500000000002 -0.068189999999999987 1.0000000180025095e-35 0.12765500000000005 0.084250000000000005 0.086105000000000015 0.045365000000000009 0.083785000000000012 0.10670500000000001 -0.066704999999999987 0.041865000000000006 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 -0.13027499999999997 -0.060129999999999996 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 9 8 15 -5 17 -2 22 -1 13 14 19 27 29 20 -17 -9 21 -3 -8 -7 25 -13 -27 -4 -29 -10
right_child=1 5 6 7 -6 23 10 12 16 -11 -12 24 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.011066425084860424 0.0080221131096185824 0.0048378800773467862 0.0071485341617962541 0.008844792330642965 0.0033345980788977419 0.00062679549515551303 0.0086316583784301713 0.0076968599851443796 0.0055319757613066217 0.0047626909464351021 0.0070649270046247107 0.0095103678938450575 0.0081716031339685684 0.0034699327192908645 0.0034390792141915905 0.011265058541442767 0.001744431599009505 0.0029495542965916649 0.0086088650684342533 0.0054363895059473715 0.0033080544116585813 0.0073101184609043581 0.0075523124537372416 0.0030464386918865852 0.0069315329509743546 0.0087351096676469894 0.0055730207100564942 0.009087262602719276 0.0074560873213618834 0.0032309016133031851
leaf_weight=22 99 60 25 31 54 75 509 48 21 33 125 56 22 57 26 64 83 37 28 41 25 31 111 23 62 36 21 1214 33 49
leaf_count=22 99 60 25 31 54 75 509 48 21 33 125 56 22 57 26 64 83 37 28 41 25 31 111 23 62 36 21 1214 33 49
internal_value=0 0.00402796 0.00849642 0.00703981 0.00608294 0.00308186 0.00878789 0.0059267 0.00368626 0.00720726 0.00820797 0.00831114 0.00546041 0.00511362 0.00592832 0.00910463 0.00274035 0.00463217 0.0104567 0.00665552 0.00516886 0.00568007 0.00843842 0.00119467 0.00796476 0.00853166 0.00757013 0.00900684 0.0090441 0.00392122
internal_weight=0 590 2531 422 186 404 2109 225 306 132 745 197 194 172 115 1364 153 153 92 89 116 91 620 98 175 113 57 1272 1247 70
internal_count=3121 590 2531 422 186 404 2109 225 306 132 745 197 194 172 115 1364 153 153 92 89 116 91 620 98 175 113 57 1272 1247 70
is_linear=0
shrinkage=0.00132116


Tree=401
num_leaves=31
num_cat=0
split_feature=1 4 12 3 2 43 150 43 49 151 4 457 12 43 1 43 15 39 4 16 42 474 133 475 4 15 3 43 49 1
split_gain=242.861 40.2906 30.1245 28.5609 25.4893 24.9686 22.7804 22.637 20.1797 19.3419 18.0278 16.4537 16.2337 16.5151 16.1656 14.2989 13.3187 13.1674 12.2096 11.1433 13.2184 10.9025 10.3357 14.367 12.1058 9.78971 15.1023 16.7301 14.3071 13.1992
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.11924500000000002 0.14285500000000004 -0.074359999999999996 0.084680000000000019 -0.095049999999999982 -1.0000000180025095e-35 -0.090064999999999992 0.40124500000000002 0.094310000000000019 0.086700000000000013 0.08845500000000002 0.16540500000000002 0.0061450000000000003 -0.087894999999999987 0.08568000000000002 0.26450500000000005 -0.067914999999999989 0.11649000000000002 0.10381000000000001 0.08784500000000002 -0.085684999999999997 -0.085594999999999991 -0.56368999999999991 -0.082689999999999986 -1.0000000180025095e-35 -0.014989999999999998 0.12765500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 6 7 -2 -1 -9 -7 12 18 13 15 25 22 -6 -10 -11 -14 21 -21 23 -4 -24 -3 27 -27 -28 -30
right_child=1 14 10 -5 16 9 -8 8 17 11 -12 -13 19 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=0.005975650124958062 0.005397939277138007 0.00461270373649331 0.0089776774642730435 0.0013537787833807944 0.0040727215860677417 0.0096208974276669745 0.0026017262924256036 0.0044238113173341014 -0.0015122264626086898 0.0062252217264122936 0.0025407438002877469 0.0023736275564074216 0.0062567573631862336 0.009976895040122646 -0.0012307027544056742 0.0041874701103273536 -1.2009060836036698e-05 0.0029368816455059782 0.0030580361007567095 0.005582976560127852 0.0037007333895434855 0.0074005005129560639 0.0079901835240001225 0.0067327919065006559 0.0049789581409764964 0.0011376062180828829 -0.0015985323159708449 0.0054524367334439295 0.0034977372759151483 0.0010779779656108722
leaf_weight=52 170 25 48 30 20 20 59 49 20 215 21 21 762 22 21 36 30 20 20 611 52 54 26 400 88 22 20 35 51 101
leaf_count=52 170 25 48 30 20 20 59 49 20 215 21 21 762 22 21 36 30 20 20 611 52 54 26 400 88 22 20 35 51 101
internal_value=0 0.00309182 0.00592244 0.00500773 0.00412991 0.0052706 0.00467752 0.00394322 0.00275573 0.00594872 0.00611531 0.00566183 0.00615107 0.00667771 0.00203864 0.00655633 0.00162188 0.000712328 0.00595567 0.0059303 0.00558335 0.00573056 0.00670808 0.00697332 0.00566573 0.00230894 0.00205743 0.00378706 0.00148424 0.00188987
internal_weight=0 554 2567 447 279 417 229 141 89 276 2120 256 2099 620 275 598 50 40 235 1479 717 665 562 448 114 254 229 57 172 152
internal_count=3121 554 2567 447 279 417 229 141 89 276 2120 256 2099 620 275 598 50 40 235 1479 717 665 562 448 114 254 229 57 172 152
is_linear=0
shrinkage=0.00387724


Tree=402
num_leaves=31
num_cat=0
split_feature=1 4 97 44 3 148 13 376 4 12 52 0 147 16 48 0 4 2 1 49 4 2 16 0 4 4 39 49 402 43
split_gain=196.717 32.6354 25.6972 22.9579 26.9341 22.5607 23.8798 21.6998 20.938 20.2983 23.1118 17.1265 14.5028 19.706 13.1528 23.0515 18.1948 15.4759 13.0942 12.7771 12.4627 13.9855 11.1755 11.1682 11.1298 25.7427 11.1288 10.9747 13.4722 10.8577
threshold=0.10920500000000001 0.27287000000000006 -0.0047149999999999996 0.081805000000000017 0.10893000000000001 -0.065034999999999996 -0.28558999999999996 0.080200000000000007 0.04735000000000001 -0.086254999999999984 -0.087769999999999987 -0.065229999999999996 0.088610000000000008 -0.44310499999999992 0.082620000000000013 0.041630000000000007 -0.029144999999999997 0.086375000000000021 0.16540500000000002 0.0065400000000000015 -0.050494999999999991 0.12358500000000001 0.25084500000000004 -0.085669999999999982 -0.42529999999999996 -0.14098499999999997 0.086175000000000015 0.13173000000000004 -1.0000000180025095e-35 0.060960000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 8 -2 -7 20 9 10 -4 -6 13 -10 23 16 22 -18 -3 -19 -8 -22 -16 -11 -25 -26 -12 28 -15 -27
right_child=1 18 3 -5 11 6 7 -9 12 14 26 -13 -14 27 15 -17 17 19 -20 -21 21 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.0011838485437216139 -4.0725204867491732e-05 0.0016453614029311955 0.0054956049690807595 0.0070158934042540543 0.00098312172170391559 0.0013624897340146415 0.0059422859146205922 0.0013540936979264903 0.004852928445622939 0.0049154751744743862 0.0028687869641037486 0.0042381255670060208 0.0010337119606541154 0.0011034250860779199 0.0075281382300615126 0.00089325600240286766 0.0049283536020675285 0.0026887513804577418 -0.00087700585316216736 0.0046825205761162284 0.0042088597036147417 0.0017894508171468842 0.0043971860786922203 0.0052528034734266524 0.0017997884944344746 0.0044831288959174889 -4.5070118203353139e-05 0.0010493405177103465 0.0036995684602616446 0.0034868116458474652
leaf_weight=26 22 254 21 28 39 53 29 32 101 533 30 25 20 21 21 23 72 116 21 41 115 28 22 124 38 926 21 20 183 116
leaf_count=26 22 254 21 28 39 53 29 32 101 533 30 25 20 21 21 23 72 116 21 41 115 28 22 124 38 926 21 20 183 116
internal_value=0 0.00220325 0.00422036 0.00425143 0.00422063 0.002943 0.00319842 0.0036754 0.00427201 0.00438696 0.00278507 0.00225461 0.00357101 0.00372716 0.00444372 0.00384439 0.00409393 0.00374987 0.00145274 0.00320942 0.00410727 0.00373513 0.00592626 0.0045455 0.00438172 0.0042817 0.00166896 0.00321955 0.00343232 0.00437221
internal_weight=0 554 2567 2541 2513 279 257 204 2449 2104 72 64 345 325 2032 295 272 229 275 157 172 143 43 1737 1204 1080 51 224 204 1042
internal_count=3121 554 2567 2541 2513 279 257 204 2449 2104 72 64 345 325 2032 295 272 229 275 157 172 143 43 1737 1204 1080 51 224 204 1042
is_linear=0
shrinkage=0.00306994


Tree=403
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 15 4 16 4 47 2 47 14 15 3 4 16 1 160 4 2 51 16 0 15 43 2 4
split_gain=3184.57 408.629 370.858 217.488 205.988 138.101 129.641 110.075 88.4189 85.8299 75.9809 72.2103 66.8038 55.4073 52.385 51.3363 44.37 67.8234 49.6118 42.4599 39.1442 60.3115 37.5233 37.2252 34.6011 32.2607 37.415 31.3456 72.2065 31.1242
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.085505000000000012 0.024640000000000006 0.40124500000000002 -0.034884999999999992 0.033845000000000007 0.081320000000000017 0.14960000000000004 0.077555000000000013 0.076175000000000007 1.0000000180025095e-35 -0.13927999999999999 -0.14098499999999997 0.15273500000000004 0.10089500000000001 -0.011159999999999998 0.0067750000000000006 0.113445 -0.096089999999999981 -0.067914999999999989 -0.11173999999999999 -0.095244999999999982 -0.081289999999999987 0.11177500000000001 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 13 14 12 11 29 -8 16 19 15 22 25 -3 -7 18 -18 20 -6 -22 23 -1 -19 26 -4 -2 -29 -5
right_child=1 6 5 8 7 10 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 24 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0090582521795959259 0.0031971790410084927 0.0025247817384181272 0.0087351501945518613 0.0084078654275583347 0.0038465394308654752 0.0089367760882579673 0.0033496435369471987 0.0088444140368693219 0.0046793030496727018 0.0064506633019678541 0.0068490172531943221 0.0070855631538115395 0.0012181039278337281 0.0095618054588529795 0.009973251348407151 0.0047660624556741978 0.0043855411156873509 0.0082364332748240277 0.0074365538965492023 0.0041436395089729915 0.0070534083234138857 0.0041101628104075923 0.0055443395551091164 0.0072787205141266378 0.0075816319239640443 0.0084546004074756743 0.006204513091634529 0.0066044301521346726 0.0041044690975343854 0.0066991825495699492
leaf_weight=31 39 118 21 46 20 79 49 21 29 30 171 41 71 29 46 26 20 339 25 75 47 21 20 117 334 1045 29 31 108 43
leaf_count=31 39 118 21 46 20 79 49 21 29 30 171 41 71 29 46 26 20 339 25 75 47 21 20 117 334 1045 29 31 108 43
internal_value=0 0.00415121 0.00787625 0.00534877 0.00664067 0.00812348 0.00294551 0.00569675 0.00686887 0.00452725 0.00772234 0.00537272 0.00236431 0.00771876 0.0084638 0.00292946 0.00790972 0.00779671 0.00608055 0.00494189 0.00562221 0.00614446 0.00740061 0.00765146 0.00791146 0.00840039 0.00726738 0.00434107 0.00466201 0.00758232
internal_weight=0 590 2531 296 422 2109 294 225 118 79 968 204 215 197 1141 144 797 718 45 163 88 68 168 148 673 1095 50 178 139 89
internal_count=3121 590 2531 296 422 2109 294 225 118 79 968 204 215 197 1141 144 797 718 45 163 88 68 168 148 673 1095 50 178 139 89
is_linear=0
shrinkage=0.00144388


Tree=404
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 43 132 48 13 130 123 4 2 39 3 4 15 51 13 2 4 160 2 133 15 1 49 16
split_gain=187.03 50.8123 27.4305 26.1842 31.2263 20.9524 20.5024 20.3213 19.2758 18.4955 17.9027 17.3965 17.8552 16.4647 16.4377 15.6885 15.3971 15.7554 13.8805 21.5729 19.0022 13.7173 11.9747 11.7684 11.4696 10.8749 10.4639 19.3971 10.3548 10.0491
threshold=0.11846000000000002 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 0.31299000000000005 0.11924500000000002 -0.095049999999999982 0.10365500000000001 0.083685000000000009 0.0076650000000000008 -0.0060099999999999989 0.087755000000000014 0.033845000000000007 0.14285500000000004 0.089130000000000015 -0.13309499999999996 -0.14098499999999997 0.040760000000000005 0.10302500000000002 0.084330000000000016 -1.0000000180025095e-35 -0.42529999999999996 -0.086829999999999977 0.092120000000000021 0.085895000000000013 -0.41942499999999994 0.13869000000000004 -0.026779999999999995 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 11 10 15 26 25 23 -2 14 16 21 -4 18 22 19 -3 -20 -13 -18 -6 -25 -9 -7 -28 -8 -15
right_child=5 13 3 -5 6 8 28 9 -10 -11 -12 12 -14 29 -16 -17 17 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-9.0600120221183221e-05 -6.9448539964801295e-05 0.0049080744997598534 0.0045622484931448172 0.0057576428050436848 0.0053271228439213556 0.001224108216675281 0.0035064366191423866 -0.0014970345536113464 0.002366113958941778 0.0022257847844558785 0.0014082229704847837 0.0015463474749211387 0.0010819879509173143 0.0037780310202847039 0.0008174854294335721 0.0014292488282057064 0.0035822322502496668 0.0040418990385562145 0.0073899460192545941 0.0016016851303877974 0.0039115577247468523 0.0037499517471480627 0.00065346529092184889 0.0044786344612419079 0.003131618643069605 0.0013629200550043809 0.00045441623286175702 -0.003400369970406924 0.001115561159356192 0.002728024301774227
leaf_weight=23 31 94 34 30 47 20 24 25 28 60 24 31 76 195 29 22 28 1661 35 20 21 99 20 95 119 20 24 20 41 125
leaf_count=23 31 94 34 30 47 20 24 25 28 60 24 31 76 195 29 22 28 1661 35 20 21 99 20 95 119 20 24 20 41 125
internal_value=0 0.00377548 0.00300139 0.00313284 0.00297874 0.00155475 0.00346342 0.00192509 0.000365565 0.00117504 0.00379756 0.00196604 0.00223455 0.00397402 0.00278547 0.00333143 0.00407725 0.00399471 0.00490696 0.00432801 0.00608555 0.00322448 0.00236191 0.00401727 0.00372959 -0.000225944 -0.000509676 -0.00129776 0.00199835 0.00336787
internal_weight=0 2763 564 541 511 358 350 161 92 105 285 266 235 2199 159 56 1879 1709 170 114 56 130 48 261 214 45 64 44 65 320
internal_count=3121 2763 564 541 511 358 350 161 92 105 285 266 235 2199 159 56 1879 1709 170 114 56 130 48 261 214 45 64 44 65 320
is_linear=0
shrinkage=0.00289085


Tree=405
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 14 1 4 2 150 1 2 4 49 52 2 376 47 12 4 16 3 1 475 157 16 47 4
split_gain=5101.76 804.565 386.148 364.356 289.998 253.693 197.611 161.031 143.854 121.372 115.089 87.3995 86.6101 97.946 84.1237 79.4998 77.1185 69.6669 66.3931 71.53 54.3758 56.6112 53.5182 46.9423 46.0412 41.3779 38.1769 38.101 36.6917 36.4546
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099185000000000009 0.087735000000000021 0.062655000000000016 0.09253500000000002 -0.17966999999999997 0.13501500000000002 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 0.41379000000000005 -0.054984999999999992 0.048770000000000008 -0.0091949999999999983 0.083785000000000012 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 -0.008904999999999998 0.14121000000000003 0.12165500000000001 -0.079029999999999975 -0.069619999999999987 0.19444000000000003 0.097480000000000011 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 9 12 -4 -3 11 25 20 17 18 -2 -6 -14 19 -8 21 -1 23 29 -5 -7 -22 -28 -17 -11
right_child=1 4 8 24 16 10 14 -9 -10 22 -12 -13 13 -15 -16 28 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010704566119723371 0.0054278909417751035 0.0076747439547766843 0.0078891708403216847 0.0050373817341437237 0.00071254692508263765 0.0088861128312557429 0.0034496873357542754 0.010283917320949531 0.0047830120046637413 0.006276058726392808 0.0057615806780662608 0.0056331835492757689 0.0060637488933275325 0.0055899473900591053 0.0022013605337276843 0.0085181995865232334 0.0030283897375756653 0.0082688983045279846 0.0024710032565761638 0.0065252245386913143 0.0065362820424914453 0.0086879707815258472 0.0034308679824898393 0.0038792621864089305 0.0031925494703781937 0.0077388630720339182 0.0084138550858693512 0.0070123383987014537 0.007174161625767575 0.0046721653824830095
leaf_weight=21 23 20 34 51 57 54 24 76 63 41 48 27 23 25 87 65 34 274 27 21 20 1132 49 42 33 338 281 32 56 43
leaf_count=21 23 20 34 51 57 54 24 76 63 41 48 27 23 25 87 65 34 274 27 21 20 1132 49 42 33 338 281 32 56 43
internal_value=0 0.00446796 0.00825133 0.00632692 0.0035155 0.00834951 0.0040136 0.00854855 0.00587177 0.00483466 0.00754655 0.00775103 0.0084756 0.00790339 0.00300665 0.00750193 0.00157781 0.00809813 0.00397971 0.00488494 0.00859959 0.0087247 0.00451007 0.00492977 0.00431263 0.0078969 0.00816641 0.00827057 0.00789617 0.00545502
internal_weight=0 673 2448 228 445 2351 354 1884 97 195 467 419 1808 322 159 144 91 297 72 45 1486 1153 175 126 84 392 333 313 121 84
internal_count=3121 673 2448 228 445 2351 354 1884 97 195 467 419 1808 322 159 144 91 297 72 45 1486 1153 175 126 84 392 333 313 121 84
is_linear=0
shrinkage=0.00121699


Tree=406
num_leaves=31
num_cat=0
split_feature=1 3 1 45 403 0 454 2 2 2 132 0 45 3 4 4 4 12 12 12 1 15 0 40 2 16 13 43 149 16
split_gain=178.661 42.3131 28.4257 32.8095 22.853 20.0252 17.6229 18.7013 18.6547 18.9109 16.7806 15.9465 15.1532 16.8346 15.8034 19.5731 14.3697 14.1059 19.1334 12.0595 11.4806 11.2163 11.0102 10.7467 10.6162 10.4273 10.2261 9.64594 10.9013 13.4511
threshold=0.10124500000000002 -0.065229999999999996 0.14262000000000002 0.10331000000000001 -0.0059799999999999992 0.22582000000000002 -0.037229999999999992 0.13754500000000003 -1.0000000180025095e-35 0.10045500000000002 0.081465000000000024 1.0000000180025095e-35 0.081955000000000014 0.090900000000000009 -0.062539999999999984 0.0033150000000000007 0.015030000000000002 0.10589000000000003 0.11472500000000001 0.10061500000000002 0.083345000000000016 -0.0040799999999999994 -0.15090499999999998 -0.078554999999999986 0.12358500000000001 -0.11118499999999999 -0.01163 0.0016850000000000001 0.078320000000000015 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 -2 12 -3 8 23 19 17 -4 13 16 -15 -16 24 -6 -19 -10 22 -11 -18 26 27 -24 -8 28 29 -1
right_child=1 2 11 -5 10 -7 7 -9 9 21 -12 -13 -14 14 15 -17 20 18 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045846704350729689 0.00051238005444853043 -0.0008338340361876567 0.0010866685633064417 0.0060845506910322733 0.0045524191185281563 0.0010234583814833997 0.0038527236427777917 0.00069509519683718995 0.0067002359262245438 0.0021803828120629128 0.0017210949734063261 -0.0018618115522782729 0.0067878322553443348 0.0040148795591006502 -0.00076515054934525259 0.003283378836697967 0.006145176685971694 0.00097044644616322195 0.0049164363132645651 0.003284253822399867 0.0023564864113130206 0.0041716143572869922 0.0043174251847758324 1.1503078254637367e-05 0.0024436335853328999 0.003074148771640417 0.00096108480733906405 0.0038854768209680953 0.0067821880563684106 0.0038017283717503964
leaf_weight=1193 24 20 75 21 154 20 22 67 20 141 35 24 22 63 20 29 20 29 21 21 58 35 140 37 29 128 27 340 20 266
leaf_count=1193 24 20 75 21 154 20 22 67 20 141 35 24 22 63 20 29 20 29 21 21 58 35 140 37 29 128 27 340 20 266
internal_value=0 0.00241531 0.00188635 0.00225114 0.00344105 0.00416035 0.00204473 0.00220033 0.00253317 0.00302495 0.00373514 0.000371886 0.0041873 0.00416249 0.0029719 0.00163092 0.00422327 0.00408069 0.00262776 0.00495059 0.00363442 0.00257637 0.00389179 0.00129227 0.00433352 0.00372362 0.00225937 0.00436365 0.00447357 0.00444193
internal_weight=0 773 510 411 263 2348 390 370 303 217 239 99 2328 2306 112 49 2194 204 50 41 346 176 288 86 1848 268 49 1819 1479 1459
internal_count=3121 773 510 411 263 2348 390 370 303 217 239 99 2328 2306 112 49 2194 204 50 41 346 176 288 86 1848 268 49 1819 1479 1459
is_linear=0
shrinkage=0.00314835


Tree=407
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 44 1 3 132 12 130 133 42 124 34 2 14 4 12 13 475 52 52 2 13 4 0 42 15 2 16
split_gain=145.484 37.7755 22.4334 22.212 18.381 18.123 16.2393 16.4959 14.1847 13.4552 12.44 16.807 11.8087 17.2311 20.5472 11.9619 11.7685 11.517 11.4071 11.3599 11.177 11.9384 10.6129 10.1832 10.0978 14.6158 20.8497 9.13293 9.10567 8.95866
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 -0.080549999999999983 0.081805000000000017 0.08864000000000001 0.31299000000000005 0.10365500000000001 0.099815000000000015 -0.076894999999999977 0.087035000000000015 0.09112000000000002 0.0049200000000000008 -0.038779999999999995 0.116525 -1.0000000180025095e-35 0.50644500000000015 -0.082514999999999991 -0.0093149999999999986 -0.060699999999999997 0.10744000000000002 0.048770000000000008 0.090790000000000023 0.26746000000000009 -0.085594999999999991 -0.086284999999999987 0.085465000000000013 -0.21699999999999997 0.15950500000000004 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 19 12 28 24 -7 11 17 13 -2 -15 16 -16 -11 -12 -5 21 22 -21 29 25 -3 -27 -26 -8 -10
right_child=6 8 3 4 -6 9 7 -9 23 10 18 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=1.7444632468124711e-05 5.7162322061739181e-05 0.0059811300468531363 0.0063082304092318443 0.0014420549959533043 0.0060680237594770382 -0.00021400348853684305 0.0003774616925323296 0.0025325606016687757 0.0015745575557337406 0.0051125064336671171 0.002393584351677535 0.00055940603611858255 -6.4793714564214549e-05 0.0039304317305269027 0.0048516725887146782 0.0010362541777680363 0.0013260613848379492 0.0029532806293235767 -0.00075734082397877183 0.0055881447936933018 0.0018042217172519299 0.0066432230893038822 0.00328105405636919 0.0056084574619022602 0.0061060649531690658 0.0046286661571495859 0.0013943323196175439 0.0040157123976573309 -0.0022536656507660038 0.0034686582065866353
leaf_weight=26 35 77 25 20 22 20 42 28 31 33 34 29 28 81 23 85 20 181 21 33 20 24 71 23 24 227 25 1476 23 314
leaf_count=26 35 77 25 20 22 20 42 28 31 33 34 29 28 81 23 85 20 181 21 33 20 24 71 23 24 227 25 1476 23 314
internal_value=0 0.00384647 0.0030663 0.00321502 0.0030628 0.00292676 0.00158815 0.0003756 0.00404498 0.00245496 0.00263408 0.00296082 0.00200273 0.00223999 0.00260553 0.00176712 0.00321185 0.00328625 0.0011905 0.0038198 0.00414112 0.00450626 0.00401311 0.00344284 0.00416613 0.00469943 0.0043078 0.00404916 -0.000553553 0.00329846
internal_weight=0 2756 559 533 508 486 365 93 2197 318 298 243 272 244 209 128 43 214 55 168 148 128 104 368 1829 329 252 1500 65 345
internal_count=3121 2756 559 533 508 486 365 93 2197 318 298 243 272 244 209 128 43 214 55 168 148 128 104 368 1829 329 252 1500 65 345
is_linear=0
shrinkage=0.00336138


Tree=408
num_leaves=31
num_cat=0
split_feature=1 2 0 2 97 14 10 2 10 15 4 48 48 14 11 0 42 123 51 4 4 4 16 1 3 151 13 12 47 52
split_gain=117.914 32.0122 26.8728 20.5445 18.2414 15.7766 14.6446 19.8522 21.1269 15.587 13.6941 17.2087 28.123 13.5207 20.779 12.5303 16.3213 14.9878 13.4024 10.9479 10.564 25.0233 22.8353 22.3771 11.8296 13.9122 10.5272 10.4506 10.0377 9.1653
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.15609500000000001 -0.0047149999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.024640000000000006 0.42642000000000008 -0.065739999999999979 0.078735000000000013 0.076175000000000007 0.085155000000000022 -0.052984999999999997 0.082810000000000009 0.11679000000000002 0.10614000000000001 0.50996500000000011 -0.27825499999999997 -0.14098499999999997 0.18438500000000005 0.081670000000000006 0.090900000000000009 -1.0000000180025095e-35 -0.093839999999999993 0.095565000000000011 0.11419000000000001 -0.077024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 26 -1 -6 7 8 -2 15 11 -3 -13 14 20 17 -17 18 -9 -8 22 -22 -7 -24 -23 -26 -4 -28 -10 -14
right_child=6 2 3 -5 5 13 19 9 28 -11 -12 12 29 -15 -16 16 -18 -19 -20 -21 21 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0011455120434465972 0.00071336057586201239 0.0031975589438350753 0.0016090451550793885 -0.00011940785292824637 0.0054931295458482549 0.0059713584589170133 -0.0018714354536304388 0.0015873516141505918 0.0045189223638130655 -0.0015197741309442131 0.0036477752262938745 -0.0021222834689919555 0.0024601638420416192 0.0043400081537641778 0.00017138230254798813 -0.0014332610896241095 0.0018115177333771011 -0.00066279211114551157 0.0040903404875707663 0.00097561046782948556 8.7115273877485627e-05 0.0032013604535264784 0.0005760598221553415 0.0043310839611985326 0.0031678203751032076 -0.00014411144284388351 0.0036187689700720917 0.002651853905688202 0.0022144797108021056 0.00051776486050622854
leaf_weight=37 36 26 47 20 26 36 21 92 37 20 20 26 37 85 20 30 24 20 23 26 23 1818 21 39 24 20 172 218 29 48
leaf_count=37 36 26 47 20 26 36 21 92 37 20 20 26 37 85 20 30 24 20 23 26 23 1818 21 39 24 20 172 218 29 48
internal_value=0 0.0030182 0.00242762 0.00278724 0.00318694 0.0032227 0.00122935 0.00145994 0.0025206 0.000942304 0.00138084 0.0010499 0.000546841 0.00319441 0.00314574 0.00120284 8.86283e-06 0.00168043 0.00208795 -0.000296474 0.00317577 0.00312744 0.00412478 0.00301683 0.00316499 0.0016624 0.00292027 0.00307829 0.00350636 0.00136328
internal_weight=0 2763 614 457 2149 2112 358 311 102 209 157 137 111 2086 2001 189 54 135 115 47 1981 1885 96 60 1862 44 437 390 66 85
internal_count=3121 2763 614 457 2149 2112 358 311 102 209 157 137 111 2086 2001 189 54 135 115 47 1981 1885 96 60 1862 44 437 390 66 85
is_linear=0
shrinkage=0.00293276


Tree=409
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 4 14 2 124 15 13 15 4 15 3 3 0 4 0 1213 15 49 133 1 133 14 4
split_gain=2672.19 433.692 275.173 217.919 164.463 134.228 131.092 99.8057 91.9369 88.1524 85.649 71.1078 68.4747 59.9198 58.5702 47.0441 68.3745 52.6221 55.6225 43.5444 38.458 32.9616 31.5546 30.2953 29.9088 28.2694 28.0397 25.2046 25.1566 23.4797
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.13501500000000002 -0.022174999999999997 0.27834500000000006 0.42051500000000003 0.062655000000000016 0.14285500000000004 -0.080389999999999989 0.024640000000000006 -0.077799999999999994 -0.41396999999999995 -0.27825499999999997 -0.11713499999999999 0.090900000000000009 -0.14847999999999997 -0.055064999999999996 -0.49013999999999996 -0.062294999999999996 -1.0000000180025095e-35 -0.090644999999999989 -0.08130999999999998 -1.0000000180025095e-35 0.11551000000000002 0.084990000000000024 -0.23083499999999998 -0.046564999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 21 9 10 12 -4 24 13 19 -10 -15 -17 18 -18 22 -14 26 -1 -12 -5 -22 -3 -26 -6 -20
right_child=1 2 8 11 28 -7 -8 -9 14 -11 23 -13 20 15 -16 16 17 -19 29 -21 25 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0064877487405633188 0.0078208899021963048 0.0088139031696763768 0.0048914591731635346 0.0059965491921442644 0.0051977404942789122 0.0054186149743946149 0.0042498587102961565 0.004780866087747979 0.0026672852062325845 0.0094465303915681684 0.0038095781247288567 0.0075667331709563627 0.010163528250040674 0.0082204619177494859 0.00042111531639511433 0.0083123017407009756 0.0046918325277689023 0.0050009572843702776 0.0056507614929819077 0.006212613930082502 0.0083742062080309539 0.00578766806178311 0.0081967545386659405 0.0015624656809572598 0.0028279162189150347 0.0078762501456473202 0.0068020753868477789 0.0051545686622196298 0.0039025781734228862 0.0072659391194940604
leaf_weight=25 76 35 76 26 41 48 45 22 113 84 22 28 21 109 33 91 21 30 21 28 523 21 483 33 21 482 27 20 169 347
leaf_count=25 76 35 76 26 41 48 45 22 113 84 22 28 21 109 33 91 21 30 21 28 523 21 483 33 21 482 27 20 169 347
internal_value=0 0.00447812 0.00406503 0.00778381 0.00496323 0.00787341 0.00628849 0.00792493 0.00296904 0.00795547 0.00387117 0.00558165 0.00789804 0.00765033 0.00215959 0.00733595 0.00714691 0.0068938 0.00703978 0.00801339 0.0081769 0.00739378 0.00811265 0.00246131 0.00475206 0.00813539 0.00793778 0.00396287 0.00415544 0.00717377
internal_weight=0 691 615 2430 338 2335 128 2287 277 2265 131 95 2181 1155 146 619 510 419 389 536 1026 83 508 55 67 1005 62 41 210 368
internal_count=3121 691 615 2430 338 2335 128 2287 277 2265 131 95 2181 1155 146 619 510 419 389 536 1026 83 508 55 67 1005 62 41 210 368
is_linear=0
shrinkage=0.00148328


Tree=410
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 4 2 4 150 1 2 2 12 4 47 15 11 10 157 4 3 131 16 3 457
split_gain=4150.49 673.861 448.785 344.329 246.853 197.349 123.299 109.437 104.605 99.466 95.6385 74.1733 77.4833 70.6378 67.2907 75.4364 48.3124 44.4455 53.1904 42.827 38.5117 33.3149 32.0409 30.0516 28.9651 27.8715 25.6985 25.5937 25.0816 28.2584
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -0.41942499999999994 1.0000000180025095e-35 -0.38124499999999995 -0.069619999999999987 -0.0070899999999999991 -0.016324999999999996 0.091440000000000007 0.19444000000000003 1.0000000180025095e-35 0.095565000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 6 14 -5 11 13 24 12 -4 21 17 16 -16 18 -1 28 -13 -7 -22 -19 -6 -14 -2 -25 -3 -30
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 20 25 -15 15 -17 -18 23 -20 -21 22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.008052883789192165 0.0063805611501697125 0.0021302411674489711 0.0028814583476663748 0.0055016977026724756 0.0065487642872928886 0.0055386622044254876 0.0075493962219486625 0.0030622930428836352 0.0032484167335922126 0.0037110798433671625 0.003135278022716452 0.0013426939602054321 0.0019477018228780713 0.0038564709912693226 0.0042989777759577094 0.0038424288584207201 0.0059524359995913002 0.0045681721170992623 0.0062928405109126846 0.0038649003777534987 0.00074698089272817779 0.0065032069698447246 -0.00093270524850342588 0.0060593711436974073 0.0050152170330915631 0.00076953866193747852 0.0049265004644863412 0.0050250972749279893 0.0032959190900726204 0.0019307541505596433
leaf_weight=21 54 99 44 34 21 351 76 63 34 39 30 32 36 28 23 25 274 20 1132 33 25 49 30 281 50 73 20 32 67 25
leaf_count=21 54 99 44 34 21 351 76 63 34 39 30 32 36 28 23 25 274 20 1132 33 25 49 30 281 50 73 20 32 67 25
internal_value=0 0.00286796 0.00248257 0.00594058 0.00335346 0.00602406 0.00618212 0.00391734 0.00144957 0.00538638 0.00477568 0.00119474 0.0016541 0.00553904 0.00612465 0.00567051 0.00582439 0.00622305 0.0063249 0.00271219 0.000386892 0.00565682 -0.000169212 0.00587042 0.0054688 0.00115866 0.00598757 0.00595363 0.00251303 0.00292495
internal_weight=0 673 599 2448 325 2351 1884 97 274 467 101 240 153 428 1808 322 297 1486 1153 224 87 400 55 333 71 109 74 313 191 92
internal_count=3121 673 599 2448 325 2351 1884 97 274 467 101 240 153 428 1808 322 297 1486 1153 224 87 400 55 333 71 109 74 313 191 92
is_linear=0
shrinkage=0.00109578


Tree=411
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 44 2 2 1 2 1 34 48 14 2 8 0 2 47 4 1 0 1 12 12 0 31 15 3
split_gain=3184.93 511.046 322.84 259.409 200.761 152.457 98.1723 94.3229 91.0892 83.9332 70.8945 67.6874 64.827 61.2638 54.1512 46.7624 42.4896 38.8746 36.5382 34.8288 33.9635 37.7269 38.1951 37.6594 39.0903 32.9768 31.1815 30.2846 28.0909 27.8319
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.094585000000000016 0.14122000000000004 0.11474000000000002 0.077845000000000011 0.14960000000000004 0.088770000000000016 -1.0000000180025095e-35 -0.015314999999999997 0.062655000000000016 0.13404500000000005 0.08573500000000002 -0.095504999999999993 0.12358500000000001 0.090100000000000013 -0.013125 0.075045000000000014 -0.046359999999999991 0.093100000000000002 0.090285000000000018 0.10061500000000002 -0.066689999999999985 -0.077289999999999984 -0.41942499999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 11 10 13 25 -5 12 14 27 -7 -1 16 18 -13 -14 29 21 22 -15 24 -22 -6 -19 -4 -12 -3
right_child=1 2 6 9 8 7 -8 -9 -10 -11 28 17 15 20 -16 -17 -18 26 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0090479825455817356 0.0085933307328040272 0.0035381052233538477 0.0028589264209514186 0.0083298186366206027 0.0089160518436703154 0.0059846071338904997 0.0061076716921741612 0.0057315595425646909 0.0043815565328320623 0.00505731335321488 0.002664169095937364 0.007058480131393487 0.0067018431750101044 0.0086207423879625118 0.010588937037798021 0.002687646689788512 0.0028478228697548925 0.0087039791374615132 0.0038589748619944084 0.0058983141512504852 0.0088626176137645753 0.0094782651778666568 0.0071425512324222304 0.006126418895344308 0.0076556219106518062 0.0068251311436251863 0.0068092669628164997 0.00024271415132762328 0.00065995562367785171 0.0047559953120877071
leaf_weight=1161 74 99 22 28 41 30 22 41 24 69 27 52 27 231 61 58 23 275 20 33 107 99 55 27 188 36 24 23 52 92
leaf_count=1161 74 99 22 28 41 30 22 41 24 69 27 52 27 231 61 58 23 275 20 33 107 99 55 27 188 36 24 23 52 92
internal_value=0 0.00464102 0.00415275 0.00855677 0.00522735 0.00866217 0.00287814 0.00808494 0.00709327 0.00600195 0.0025962 0.00894767 0.00316758 0.00821586 0.0091249 0.00374619 0.00462327 0.00833065 0.00549211 0.00438602 0.00831054 0.00863008 0.00833647 0.00792848 0.00809341 0.00793848 0.0085519 0.00152175 0.00134494 0.00412473
internal_weight=0 673 599 2448 325 2351 274 778 101 97 252 1573 173 737 1222 128 70 351 47 224 707 385 286 322 295 77 299 45 79 191
internal_count=3121 673 599 2448 325 2351 274 778 101 97 252 1573 173 737 1222 128 70 351 47 224 707 385 286 322 295 77 299 45 79 191
is_linear=0
shrinkage=0.00159416


Tree=412
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 124 2 2 0 15 3 4 1 12 4 157 47 475 150 457 0 12 150 3 40 1
split_gain=4072.4 667.481 446.8 360.321 231.447 192.505 135.224 114.64 109.684 95.9587 95.7089 91.8196 72.219 109.372 63.1599 62.0082 59.9233 46.1 70.4966 43.6913 42.6673 38.3114 41.3412 38.205 37.0113 31.3521 31.0601 29.3302 28.636 26.3687
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.17025000000000004 0.40945500000000007 0.062655000000000016 -0.080389999999999989 0.13501500000000002 0.11474000000000002 -0.10607499999999999 -0.10653 0.30112000000000005 0.0067750000000000006 0.083345000000000016 0.09141500000000001 -0.52556499999999995 -0.07928499999999998 0.090100000000000013 -0.066784999999999983 1.0000000180025095e-35 0.048635000000000005 -0.23091999999999999 0.10061500000000002 0.11648500000000002 -0.010424999999999999 -1.0000000180025095e-35 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 7 14 12 23 21 25 13 -1 28 17 -15 18 -14 -19 24 -7 -23 -5 -3 -6 -26 -9 -4 -8
right_child=1 2 6 9 11 10 29 27 -10 -11 -12 -13 15 16 -16 -17 -18 19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00825972864494081 0.0073647769550223181 0.0046811905716981957 0.0030961099032377937 0.0030029823781568283 0.0073469460428535411 0.0078295481786264456 0.00083645074040143632 0.0025229481741329109 0.0091484420965092707 0.0068380640501634589 0.0048749504916024491 0.0035958740154466611 0.010212547635510735 0.0070532288201240363 0.0016210714554771766 0.006610112369727918 0.0049376939661081474 0.0055010120176450612 0.0077706192711429504 0.0074088039088325173 0.004893874390448312 0.0067944338693072485 0.004883664459657165 0.0050022743551704522 0.0032537660509903538 0.0057042203798803332 0.0015402883909722876 0.0012029068936747368 0.004851082643954804 -0.0010558279948596227
leaf_weight=48 76 28 26 36 41 59 33 44 76 28 48 24 21 40 22 102 56 22 1089 426 33 327 21 31 151 40 21 88 43 21
leaf_count=48 76 28 26 36 41 59 33 44 76 28 48 24 21 40 22 102 56 22 1089 426 33 327 21 31 151 40 21 88 43 21
internal_value=0 0.00367396 0.00321786 0.00730592 0.00423648 0.00740845 0.00197493 0.00242881 0.00759493 0.00478572 0.00663797 0.00586376 0.00752948 0.00663269 0.00356878 0.00760727 0.00581917 0.00767255 0.00781682 0.00731512 0.00350316 0.0068459 0.00667913 0.00392803 0.00327369 0.00653572 0.00304456 0.00164292 0.00418979 0.000100565
internal_weight=0 691 615 2430 338 2335 277 223 1880 95 455 105 1804 144 91 1660 96 1558 1110 448 233 407 348 67 200 81 172 132 69 54
internal_count=3121 691 615 2430 338 2335 277 223 1880 95 455 105 1804 144 91 1660 96 1558 1110 448 233 407 348 67 200 81 172 132 69 54
is_linear=0
shrinkage=0.00132011


Tree=413
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 0 49 1 4 4 150 0 4 475 47 15 3 10 3 49 15 4 42
split_gain=5054.33 820.271 503.188 402.629 310.252 244.184 189.177 140.717 138.048 126.805 125.117 92.9449 90.234 124.103 89.3081 86.4936 82.3736 82.3272 51.829 54.5962 45.8319 45.4273 45.2927 40.8182 39.6494 39.3794 34.7234 50.4882 30.9143 30.8855
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.09253500000000002 0.40473500000000007 0.14753000000000002 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.40945500000000007 0.0067750000000000006 1.0000000180025095e-35 -0.079119999999999982 -0.55119499999999988 -0.066784999999999983 0.090100000000000013 -0.41942499999999994 -0.12711499999999995 -0.38124499999999995 -0.010424999999999999 -0.072814999999999977 -0.095869999999999983 -0.036839999999999991 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 21 6 12 11 17 -5 -6 15 13 14 -1 -4 18 20 29 -20 -7 -3 -13 -21 -24 -17 -16 -28 -2 -14
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 22 16 -15 26 25 -18 -19 19 23 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.007119626359359265 0.0076381574733308281 0.0031803451853519389 0.0036133369799884467 0.0065908669479459239 0.0065661582725839718 0.0076678752207084708 0.0090879345333350296 0.0041971497595911485 0.0044330080879932858 0.0039058785666693514 0.0038370120023576352 0.0018967839501072526 0.0076695138228133957 0.0083082646881939403 0.0063245673938663134 0.002636657576768306 0.0063628350942754944 0.0047776392030327818 0.0087970266755655682 0.0057704253149126541 0.0066056989786979934 0.0046040063788840187 0.0012623769331213013 0.007091540073667706 -0.00064820864521704456 0.0012393534257188975 0.0058778833530744182 0.0036096530825698238 0.0060911132748346199 0.0072748581853683703
leaf_weight=46 50 191 44 34 71 60 76 34 39 63 30 32 783 35 21 40 98 28 22 32 340 33 25 356 30 69 22 28 24 365
leaf_count=46 50 191 44 34 71 60 76 34 39 63 30 32 783 35 21 40 98 28 22 32 340 33 25 356 30 69 22 28 24 365
internal_value=0 0.00361703 0.00318225 0.00708411 0.00412519 0.00717641 0.00735619 0.0020638 0.00645112 0.00484701 0.00575552 0.00176158 0.0072834 0.00645718 0.00590344 0.00228738 0.00735923 0.00663501 0.00742191 0.00707994 0.00676503 0.00339008 0.000836899 0.00698258 0.000220239 0.00175213 0.00511549 0.00460767 0.00713641 0.00754404
internal_weight=0 673 599 2448 325 2351 1884 274 467 97 101 240 1808 152 117 153 1656 428 1558 410 400 224 87 388 55 109 71 50 74 1148
internal_count=3121 673 599 2448 325 2351 1884 274 467 97 101 240 1808 152 117 153 1656 428 1558 410 400 224 87 388 55 109 71 50 74 1148
is_linear=0
shrinkage=0.00112046


Tree=414
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 1 47 14 4 2 2 4 2 52 1 2 15 15 12 1 52 2 160 3 10 52 15 12
split_gain=4751.97 785.188 502.006 391.79 282.898 269.275 191.896 160.824 158.582 151.461 110.51 104.898 80.3848 84.6023 73.4124 56.9135 47.7159 63.8933 43.5547 43.5515 40.3664 38.7678 38.1249 47.7872 54.6632 33.621 29.8704 29.506 29.3398 28.5135
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088725000000000012 0.13754500000000003 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.094835000000000017 -0.56022499999999986 0.089770000000000016 0.097845000000000015 -0.41942499999999994 -0.059484999999999989 0.095780000000000018 0.086920000000000011 -0.024714999999999997 0.11682500000000001 -0.013084999999999998 -0.010424999999999999 -0.39453499999999991 0.40674500000000008 0.090455000000000021 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 6 22 9 14 12 11 29 21 13 -4 -1 -13 20 -18 -14 -16 -17 27 -3 24 -24 -15 -20 -5 -11 -7
right_child=1 2 8 4 -6 10 -8 -9 -10 28 -12 15 18 25 19 16 17 -19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011024592536447218 0.0099517398087536069 0.0043426957055924193 0.005160275693304895 0.010531627410482513 0.0042179918103719162 0.010261420591539587 0.0065690725273697655 0.0056280486689069837 0.0061158613018934861 0.012923362036256641 0.0055484194265324463 0.011300972008384516 0.0029208953639848472 0.0037463625983002713 0.0090744398295704298 0.009937218058572804 0.0060869058869889728 0.0093860800971122156 0.0020467250384813038 0.0061862053506061068 0.0091932982815609108 0.0099060151224072308 0.008395189088623415 0.0045008938510876523 0.0054928483505879066 0.0019626681815385757 -0.00028184803738005778 0.0088268106626696024 0.011097218620907697 0.0082801713227509174
leaf_weight=26 76 108 44 902 20 28 37 67 37 49 31 45 32 40 29 413 22 39 22 22 303 394 23 54 48 69 33 25 37 46
leaf_count=26 76 108 44 902 20 28 37 67 37 49 31 45 32 40 29 413 22 39 22 22 303 394 23 54 48 69 33 25 37 46
internal_value=0 0.00525783 0.00467777 0.00985825 0.0100143 0.00594383 0.0100654 0.00738176 0.0031329 0.0101234 0.00800199 0.0100426 0.00267303 0.00334857 0.00890772 0.00960846 0.00951044 0.00819621 0.00148501 0.00782853 0.0096224 0.0103128 0.00501633 0.00559835 0.00643304 0.00261723 0.000649581 0.0104857 0.0121377 0.00902983
internal_weight=0 691 615 2430 2286 338 2266 144 277 2229 105 2143 240 153 77 822 777 61 87 51 716 1321 233 125 71 109 55 927 86 74
internal_count=3121 691 615 2430 2286 338 2266 144 277 2229 105 2143 240 153 77 822 777 61 87 51 716 1321 233 125 71 109 55 927 86 74
is_linear=0
shrinkage=0.00154795


Tree=415
num_leaves=31
num_cat=0
split_feature=1 52 1 2 3 0 0 133 4 1 47 16 11 16 3 51 52 0 475 49 15 15 12 51 14 16 16 42 48 2
split_gain=255.458 57.774 34.8813 23.6706 33.8506 22.4136 21.198 17.9216 16.7739 19.3197 21.0923 20.8949 17.0118 18.589 27.5189 17.1712 15.2245 14.4876 14.3762 12.3542 14.3562 17.3424 11.6572 14.6358 11.5542 14.777 11.0184 14.0086 10.7837 10.6564
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.10252500000000002 -0.020429999999999997 0.22582000000000002 0.010870000000000003 -1.0000000180025095e-35 0.042705000000000007 0.083345000000000016 0.084210000000000021 -0.51370499999999997 1.0000000180025095e-35 0.013515000000000001 -0.11171999999999999 0.078435000000000019 0.088785000000000017 -0.040504999999999992 -0.086169999999999983 -0.032624999999999994 -0.30407999999999996 -0.41942499999999994 0.08598500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072359999999999994 0.0047850000000000011 0.09112000000000002 0.084670000000000009 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 8 -3 -5 12 11 -11 -10 13 15 -15 -1 22 24 -16 -4 21 -21 -14 -24 25 -9 27 -26 -17 -6
right_child=1 2 19 7 29 -7 -8 17 9 10 -12 -13 16 14 18 28 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0054194134377384328 0.0051680175984649621 0.0054593741803355966 -0.00083440416740748877 0.00024210529104380445 0.0014758010350953807 0.0015620283983305678 0.0017518081887431265 0.0059519616298379843 0.0074632921310890353 0.00029803788714623063 0.004230727610289412 0.0044441679663632305 0.008904143279030859 0.00086570195721601855 0.0063908842823629953 0.0049259147421576999 0.0043207760366390652 0.0048402988357261686 0.0044092799673286038 0.0017639236164296306 0.0032913595887940996 -0.0014054467643833479 0.0080136701592858975 0.0045115388451824195 0.0027615895729166833 0.0023954744460965636 -0.00012225874000236804 0.00021534593616126744 0.0033950529381610662 0.004144065864404846
leaf_weight=1298 102 105 28 39 63 20 20 20 28 24 39 231 28 22 46 160 27 29 300 68 38 26 26 26 125 35 24 29 73 22
leaf_count=1298 102 105 28 39 63 20 20 20 28 24 39 231 28 22 46 160 27 29 300 68 38 26 26 26 125 35 24 29 73 22
internal_value=0 0.00285365 0.00250183 0.00292293 0.00377341 0.00504122 0.00486616 0.00232957 0.00507111 0.00437182 0.00273256 0.00477056 0.00518336 0.00511121 0.00444514 0.00527132 0.00646385 0.0026403 0.00467273 0.00115696 0.00157937 0.000887289 0.00718714 0.0062626 0.00236648 0.00368874 0.00195792 0.0022821 0.00444629 0.00216641
internal_weight=0 773 671 511 210 2348 125 301 2328 322 63 259 2006 1899 368 1531 107 262 346 160 132 94 80 52 233 55 178 154 233 85
internal_count=3121 773 671 511 210 2348 125 301 2328 322 63 259 2006 1899 368 1531 107 262 346 160 132 94 80 52 233 55 178 154 233 85
is_linear=0
shrinkage=0.00330062


Tree=416
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 4 14 16 3 40 10 10 48 1447 3 52 3 1454 16 480 4 1 47 133 16 402 51 156 156 40
split_gain=206.921 47.3735 33.2756 26.0672 34.4515 20.7027 18.6236 26.0246 19.8191 18.5391 16.8604 15.6631 15.5634 14.8094 15.1205 14.2796 15.1287 14.176 13.4275 12.7222 11.86 14.3346 19.7062 11.6633 11.1901 11.8082 13.8742 15.2467 25.2231 15.1516
threshold=0.10124500000000002 0.11198500000000002 0.31299000000000005 0.10252500000000002 -1.0000000180025095e-35 -0.050494999999999991 -0.47013499999999991 -0.0024749999999999993 0.088060000000000013 0.051255000000000002 -0.0026549999999999994 0.069930000000000006 0.093265000000000015 -0.082869999999999985 0.10732000000000001 0.13140000000000004 -0.0087149999999999988 0.082570000000000018 -0.51370499999999997 0.086995000000000017 0.042705000000000007 0.083345000000000016 0.091680000000000011 0.0068000000000000014 -0.11118499999999999 0.08865000000000002 -0.13782999999999998 0.088610000000000008 0.089950000000000016 -0.083394999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 10 -5 -7 8 -8 12 -2 23 13 17 20 16 -14 19 -10 -1 24 -22 -23 -6 -15 26 -26 29 -29 -28
right_child=1 -3 -4 5 11 6 7 -9 18 -11 -12 -13 15 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0070078467006211972 0.0025526386720118341 0.0054798306014146982 0.00072756403436040232 0.0045922288053505123 0.0051261982693086147 0.0049464991376775352 0.0013553990623578712 -0.00056290868758511697 0.0023651923534153789 0.0014469668781630963 -0.0012609201460646393 0.0021036096899133341 0.0047440236289493466 0.0061247670561743574 0.0025442797706773991 0.001774720658405283 0.0016884251448999236 0.0031334185119100124 0.0054903698353040865 0.0048844898579638654 0.0045487733489194522 -0.00019388185580968901 0.0043272967473324524 0.0026304665666582439 0.0060921053435361487 0.0057077002164613215 0.001866103381331886 -0.00011497964839092938 0.0042583457014338487 0.0048471363835149448
leaf_weight=96 47 68 115 36 141 21 140 56 41 20 20 33 133 94 35 33 23 20 28 53 212 20 28 27 91 188 21 20 79 1182
leaf_count=96 47 68 115 36 141 21 140 56 41 20 20 33 133 94 35 33 23 20 28 53 212 20 28 27 91 188 21 20 79 1182
internal_value=0 0.00270689 0.00243942 0.00277309 0.00357459 0.002106 0.00179305 0.00154316 0.00210746 0.00478196 0.00141426 0.0042947 0.00481061 0.00489516 0.00481038 0.00385373 0.00429352 0.00588343 0.00363338 0.00625256 0.00485137 0.0041601 0.00244347 0.0047251 0.00495867 0.00488934 0.00477889 0.00468711 0.00337485 0.0047951
internal_weight=0 773 705 590 268 322 286 265 209 2348 67 201 2328 2139 1970 189 156 169 69 149 1935 260 48 168 1675 1581 1393 1302 99 1203
internal_count=3121 773 705 590 268 322 286 265 209 2348 67 201 2328 2139 1970 189 156 169 69 149 1935 260 48 168 1675 1581 1393 1302 99 1203
is_linear=0
shrinkage=0.00347875


Tree=417
num_leaves=31
num_cat=0
split_feature=1 155 1 44 2 2 33 0 10 44 48 43 39 402 42 13 1 13 14 157 51 4 16 48 2 1 12 3 4 3
split_gain=167.606 38.3726 28.3651 31.2919 27.6627 24.6276 18.398 17.0793 16.676 13.5084 13.5603 14.1878 13.4125 12.9729 12.8448 12.6045 14.0632 13.1432 12.5482 13.111 15.7546 11.0929 20.5024 30.0079 13.1354 12.6138 10.2807 10.2353 9.81298 12.9254
threshold=0.10124500000000002 0.11198500000000002 0.14262000000000002 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 0.08573500000000002 0.22582000000000002 -0.062879999999999978 0.081805000000000017 0.093265000000000015 -0.53814999999999991 -0.04725999999999999 0.081585000000000019 0.11649000000000002 0.038215000000000006 0.086105000000000015 0.097995000000000013 -0.47013499999999991 -0.06588999999999999 0.11326500000000002 -0.014149999999999998 -0.42170999999999997 0.084670000000000009 0.12669500000000003 0.12873500000000002 0.092465000000000006 -0.012939999999999998 -0.082769999999999982 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 27 9 -4 10 11 -1 -13 -12 15 28 -17 -18 -6 -20 21 -21 24 25 -23 -24 -7 -2 -14 -30
right_child=1 -3 8 -5 18 26 -8 -9 -10 -11 13 12 14 -15 -16 16 17 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0071157128102115651 0.0024416076306138005 0.0050939715876985887 -0.0019938037403646912 0.006430777176662501 0.0043218634441224988 0.0057875273993168459 0.0051067096081970995 0.0011390141547019653 0.0013490663685571044 0.0073424109695547956 0.0038969280332029547 0.0018782892165519482 0.0051855870435394708 0.0011529723110112894 0.0034456662987233985 0.0042972396657659281 -4.041861683296061e-05 0.0036411460167677279 -0.00059037830612518566 0.0037422452841494474 0.0043285501482388791 0.0031143375068883113 -0.0043993013849131408 0.001636175668636185 0.0004795639115065796 -0.00036383950555366861 0.0036592947978006762 4.0742892737138327e-05 0.0046086850461822962 0.002364004731114225
leaf_weight=27 52 68 25 26 22 43 21 20 84 21 154 25 413 26 133 165 21 31 34 25 28 76 20 60 36 20 92 41 1278 34
leaf_count=27 52 68 25 26 22 43 21 20 84 21 154 25 413 26 133 165 21 31 34 25 28 76 20 60 36 20 92 41 1278 34
internal_value=0 0.00251628 0.00226765 0.00257587 0.00240003 0.00329877 0.00206908 0.00444524 0.000582353 0.00447364 0.00444753 0.00452767 0.00449439 0.00350058 0.00452591 0.00459989 0.00378374 0.00215436 0.00170288 0.00151018 0.00177969 0.00147856 0.00121161 2.90772e-05 0.00226745 -0.00238157 0.00433718 0.00138316 0.00470256 0.00455051
internal_weight=0 773 705 596 570 249 114 2348 109 2328 2307 2127 2100 180 2075 1942 217 52 321 299 265 237 212 100 112 40 135 93 1725 1312
internal_count=3121 773 705 596 570 249 114 2348 109 2328 2307 2127 2100 180 2075 1942 217 52 321 299 265 237 212 100 112 40 135 93 1725 1312
is_linear=0
shrinkage=0.00359311


Tree=418
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 10 34 3 43 39 160 2 2 12 52 39 149 49 3 0 133 3 133 1212 133 133 0 42 123
split_gain=137.089 35.5868 20.9545 22.7463 25.194 17.0714 15.8302 18.3636 15.0279 14.2586 14.1834 13.519 13.4374 16.5983 13.1162 12.2173 21.008 10.699 11.6137 26.0842 26.9222 10.3376 9.69913 9.89636 9.84292 14.019 9.64822 9.213 9.12548 9.01565
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 0.078320000000000015 -0.078139999999999973 0.11924500000000002 -1.0000000180025095e-35 -0.028109999999999996 -0.11171999999999999 -0.095049999999999982 0.089130000000000015 0.08325500000000001 0.11870500000000002 -0.18970999999999996 0.099815000000000015 0.056145000000000007 0.089200000000000015 0.078320000000000015 -0.014169999999999999 -0.081924999999999984 -0.098289999999999975 -1.0000000180025095e-35 -0.082234999999999989 -0.14717499999999997 0.091580000000000009 0.024320000000000005 0.087415000000000007 -0.097734999999999989 -0.14148999999999998 0.11679000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 8 15 -8 -6 10 -4 -11 13 -9 17 16 -2 18 19 20 -3 -14 23 27 -25 -26 -13 -20 -16 -23
right_child=6 14 3 -5 5 -7 7 12 -10 11 -12 26 21 -15 28 -17 -18 -19 22 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00010211692717737391 -0.0032030189629217972 -0.0012441973195310237 0.0042358026934268813 0.0055580586683908551 0.0010303617306250906 0.0016660876862518985 -0.0012657902222518158 0.00064306478092578145 0.0037356653293614071 -9.8574147571316612e-05 0.0009317094236533217 0.0036975260161084501 -0.00052472158038179126 0.0036866996253014182 0.0049327159169631884 0.0018505932816458119 0.00086723011745731056 0.0054325879875120713 0.0069245147817830121 0.0052707890913474163 0.0028246881992341371 0.0020766920413173534 0.003470663865292717 0.0039737121621734057 0.0035903034766231194 0.00046296744053713688 0.00076059927448435271 0.0044266279000049445 0.002926150449121593 -4.1448552828575385e-05
leaf_weight=26 22 21 34 30 23 63 20 25 257 58 22 23 25 70 25 27 32 37 20 33 82 119 680 817 56 20 23 63 343 25
leaf_count=26 22 21 34 30 23 63 20 25 257 58 22 23 25 70 25 27 32 37 20 33 82 119 680 817 56 20 23 63 343 25
internal_value=0 0.003431 0.00270867 0.00284579 0.00268402 0.00317413 0.00133987 0.00169649 0.00351344 0.00163334 0.00293777 0.000930958 0.0019209 0.00288574 0.00361479 8.95181e-05 -0.00079102 0.00372591 0.00369068 0.00278994 0.00199511 0.00137853 0.00376465 0.00396947 0.00387104 0.00276732 0.00222906 0.00502853 0.00306247 0.00170896
internal_weight=0 2756 559 533 503 343 365 284 280 160 56 104 264 95 2197 81 54 1829 1792 136 103 169 1656 976 893 76 46 83 368 144
internal_count=3121 2756 559 533 503 343 365 284 280 160 56 104 264 95 2197 81 54 1829 1792 136 103 169 1656 976 893 76 46 83 368 144
is_linear=0
shrinkage=0.00320641


Tree=419
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 15 4 123 4 47 2 15 14 15 3 2 15 4 1 43 4 4 0 16 0 0 2 10
split_gain=3203.05 388.665 363.273 227.16 192.82 126.206 122.246 101.917 88.5097 79.1624 69.2701 67.5722 65.4127 55.8771 55.3836 54.225 49.3222 48.81 48.7329 37.7572 34.2414 30.436 40.4534 29.6542 28.7935 39.5698 27.269 27.1061 26.41 51.0533
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.09141500000000001 0.024640000000000006 0.40124500000000002 0.089295000000000013 0.033845000000000007 0.081320000000000017 0.14960000000000004 -0.12255999999999999 0.076175000000000007 1.0000000180025095e-35 0.149315 0.098035000000000011 0.13592500000000005 -0.064054999999999987 0.10124500000000002 -0.081454999999999986 0.0067750000000000006 -0.0070899999999999991 -0.11173999999999999 -0.43320999999999993 -0.093039999999999984 -0.10011499999999998 0.10981000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 13 12 14 11 23 16 18 20 15 -1 24 -3 -7 19 27 -15 21 -6 26 -5 25 -4 -23 -8 29 -2
right_child=1 5 6 8 7 9 10 -9 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0094974033654901899 0.0028700833141229306 0.001631938314442825 0.0079400203566031367 0.0080784684579735984 0.0032992167148755366 0.0059179583580382554 0.0092169347482544527 0.0085055594273914757 0.0039877742181007331 0.0010897950330353106 0.0063852902627029393 0.0066493111200664574 0.00022343256858902352 0.0085305000218071671 0.0098243314261144236 0.0041715614673571459 0.0029336217610637194 0.0057406602802864354 0.0052668436836341061 0.0067186119649061864 0.0035628727984014031 0.0053220479953376854 0.0036216430092784638 0.0062396418574423495 0.008098474222403805 0.005133101871279795 0.0077382544262658767 0.0075595318302095682 0.0031608925852389669 0.0060271028136387435
leaf_weight=26 25 118 35 46 20 36 26 21 29 20 160 41 71 55 46 26 23 54 23 62 74 29 20 43 1145 20 20 654 126 27
leaf_count=26 25 118 35 46 20 36 26 21 29 20 160 41 71 55 46 26 23 54 23 62 74 29 20 43 1145 20 20 654 126 27
internal_value=0 0.00340258 0.0075214 0.00469026 0.00617316 0.00210615 0.00779118 0.00516628 0.00640305 0.00382678 0.00733066 0.00482253 0.00147392 0.00732315 0.00811014 0.00209048 0.00475457 0.00699256 0.00754582 0.00757035 0.00436303 0.00502833 0.00552953 0.00719005 0.00804443 0.00691932 0.00630825 0.0076229 0.00355481 0.0045093
internal_weight=0 590 2531 296 422 294 2109 225 118 79 863 204 215 197 1246 144 59 171 703 117 163 89 69 89 1200 55 49 680 178 52
internal_count=3121 590 2531 296 422 294 2109 225 118 79 863 204 215 197 1246 144 59 171 703 117 163 89 69 89 1200 55 49 680 178 52
is_linear=0
shrinkage=0.0015919


Tree=420
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 4 2 14 11 50 1 4 2 1 49 15 2 1 1 40 52 11 11 12 3
split_gain=4347.73 675.703 353.351 319.793 242.755 214.463 176.561 161.68 153.266 140.568 147.533 109.538 94.7752 73.1066 64.6718 63.1333 94.9887 58.647 48.213 47.9249 47.1787 46.1339 43.0884 41.2692 39.1381 32.8861 32.3356 30.578 29.7211 32.2686
threshold=0.10508500000000001 -0.063814999999999997 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 -0.17966999999999997 0.13754500000000003 0.062655000000000016 1.0000000180025095e-35 0.041865000000000006 0.088975000000000012 -0.087894999999999987 0.094835000000000017 0.13436000000000001 -0.054984999999999992 -0.053579999999999996 0.31358000000000003 0.13075500000000004 0.087135000000000004 -0.077714999999999992 0.40674500000000008 0.084680000000000019 0.082485000000000017 0.095780000000000018 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 19 6 7 24 12 17 -8 -11 13 23 15 21 28 -17 -1 -12 -2 -19 -6 -5 25 -3 -4 -21 -15 29 -9
right_child=1 4 5 22 14 -7 9 11 -10 10 18 -13 -14 27 -16 16 -18 20 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0085931419637064535 0.0051080208160550252 0.0027631217375874762 0.0082537634547791717 0.0042518369136883265 0.001193820802977493 0.0039387702614658692 0.0065770050041771833 0.0064529311211671807 0.0041673737776040682 0.007104539643322659 0.003492100355971391 0.0051171388234174603 0.0097932686952570003 0.0099570004704384735 0.002998186970513861 0.0078999745850881192 0.0045383330558525867 0.0071865381201902381 0.0013635630199638497 0.0068707163960696057 0.0045451897356697073 -0.00098109290589968538 0.0021038794112079201 0.0076892624264833682 0.0010356557258255203 0.0066823690071494976 0.008435638682225249 0.0081592858119459918 0.0071548941958963913 0.0078275796197740458
leaf_weight=26 21 46 906 59 62 26 34 34 69 20 167 37 60 25 26 28 34 30 22 83 21 25 24 393 50 25 34 56 300 378
leaf_count=26 21 46 906 59 62 26 34 34 69 20 167 37 60 25 26 28 34 30 22 83 21 25 24 393 50 25 34 56 300 378
internal_value=0 0.00379037 0.00766922 0.00572715 0.0028434 0.00779854 0.00341526 0.00784263 0.00563024 0.00402835 0.00361373 0.00739392 0.00813182 0.00749245 0.00112781 0.00736459 0.00605649 0.00694113 0.00324433 0.00698804 0.00609892 0.000568846 0.00363074 0.00805653 0.0018634 0.00821157 0.00732548 0.00871414 0.0074785 0.00771414
internal_weight=0 673 2448 221 452 2302 339 2276 146 243 209 892 1384 855 113 774 62 77 189 138 51 87 83 1324 96 931 117 81 712 412
internal_count=3121 673 2448 221 452 2302 339 2276 146 243 209 892 1384 855 113 774 62 77 189 138 51 87 83 1324 96 931 117 81 712 412
is_linear=0
shrinkage=0.00135157


Tree=421
num_leaves=31
num_cat=0
split_feature=1 1 11 2 1456 1 457 4 47 3 160 2 3 1 15 2 475 475 475 48 50 159 151 4 4 15 49 16 49 155
split_gain=162.218 35.9136 30.1044 16.3514 16.3071 16.2048 15.4043 14.3751 13.4879 12.5205 14.891 12.6588 22.8562 11.568 13.0711 11.2096 10.6164 19.8693 11.0925 10.5584 10.0776 10.4459 9.99966 9.98982 16.1295 11.1403 10.3628 9.76144 9.74392 10.6295
threshold=0.10124500000000002 0.11846000000000002 0.084110000000000004 0.14122000000000004 -0.049894999999999995 0.16773500000000005 0.079590000000000008 0.27834500000000006 0.085505000000000012 -0.14186499999999996 -0.085834999999999981 0.091265000000000013 -0.10831999999999999 0.089770000000000016 -0.083359999999999976 0.10584500000000001 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.094275000000000012 0.11849500000000002 0.11389500000000001 -0.08341999999999998 0.26790000000000008 0.42642000000000008 -0.11713499999999999 -0.0055299999999999993 -0.0098449999999999979 0.11560500000000001 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 8 23 9 -3 10 -1 16 -13 22 -15 -4 17 -11 -18 -10 21 28 -14 25 -25 -6 -27 -8 29 -20
right_child=1 5 15 -5 6 -7 27 -9 19 11 -12 12 13 14 -16 -17 18 -19 20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0032550890770285997 0.0059112151964898392 0.001308485882191595 0.007046303046066728 0.0020840779321049134 0.0059045318795942553 -0.0014207582857496091 0.0018112492880115385 0.0013933307152731629 0.0043470711130647911 0.0051224839246806989 0.0061531132649539147 0.00077729467200044465 0.0062967393256344664 0.00029954108912195928 0.0039431150119612398 0.0042079855174521489 0.0064130365617489716 0.00049049305839247927 0.0047050492565483418 0.0019084775367582852 0.0026099027920792901 0.0025628102106910926 0.004171277054908786 -0.00039522617991157645 0.0032329239934652944 0.0043605569886627825 0.0023148225944842299 -0.0012784020947485724 0.0023168891106374071 0.0073629202730706219
leaf_weight=31 20 235 28 41 21 23 47 21 42 27 113 29 32 22 35 60 48 24 1219 58 34 32 596 29 40 52 98 20 23 21
leaf_count=31 20 235 28 41 21 23 47 21 42 27 113 29 32 22 35 60 48 24 1219 58 34 32 596 29 40 52 98 20 23 21
internal_value=0 0.00244644 0.00318798 0.00440275 0.00267045 0.00158683 0.00245933 0.00444395 0.00179332 0.00447198 0.00552923 0.0044009 0.0039982 0.00413456 0.00253682 0.00511109 0.00460225 0.00294272 0.00466372 0.00293269 0.00460054 0.0046528 0.00427958 0.00289772 0.00170805 0.00337776 0.00302401 0.000888965 0.00470575 0.00475006
internal_weight=0 773 415 2348 327 358 307 2307 335 2286 144 2142 714 685 57 88 1428 51 1377 100 1329 1295 628 240 69 171 150 67 1263 1240
internal_count=3121 773 415 2348 327 358 307 2307 335 2286 144 2142 714 685 57 88 1428 51 1377 100 1329 1295 628 240 69 171 150 67 1263 1240
is_linear=0
shrinkage=0.00370407


Tree=422
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 45 2 3 0 1 2 3 132 12 1 4 43 13 47 14 0 475 52 52 13 15 16
split_gain=2378.82 393.307 250.985 180.374 149.34 120.815 95.334 83.0822 73.6672 65.7496 54.1449 51.4592 66.8207 50.0646 46.2211 42.3612 42.247 41.0528 38.084 35.1696 34.4533 32.2396 32.586 29.3596 29.0095 30.6555 39.8073 30.1081 28.3265 27.127
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.080389999999999989 0.088105000000000003 0.10045500000000002 -0.0060199999999999993 0.062655000000000016 0.10783500000000001 0.14122000000000004 0.31370500000000007 -0.10474999999999998 0.085345000000000018 0.11474000000000002 0.076840000000000006 0.10365500000000001 0.087695000000000009 0.13146500000000003 -0.52556499999999995 -0.080324999999999994 0.043850000000000007 0.090100000000000013 -0.23083499999999998 -0.15202999999999997 -0.066784999999999983 0.039215000000000007 -0.085984999999999992 -0.0087749999999999981 -0.41942499999999994 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 21 7 -1 11 10 24 14 12 23 -6 17 28 18 -4 -13 -8 -20 22 -3 -5 -7 26 -26 -28 -12 -27
right_child=1 2 8 5 13 9 19 -9 -10 -11 15 16 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.0066551181804156145 0.0067630518463688265 0.0044469870535860526 0.0033337377222657769 0.0083744234412011231 0.0060522613375807331 0.0072985402779090778 0.0043201728148636953 0.0084563001876259286 0.0047671633525590952 0.0042258440720722556 0.0014747663418861784 0.0092303589840389937 0.0048861762154790798 0.0036342720941145677 0.0037161103170405933 0.0024155837761821934 0.0067333174144444717 0.0013906540010970342 0.0072155548055265958 0.0018679023833469525 0.0052457454167480254 0.0047105609058475072 0.002797467882017624 0.0063853066170194185 0.0062389826665367656 0.006841496514002743 0.0054339588900016896 0.0033056328300413219 -0.00078703928396326697 0.0050221069384949399
leaf_weight=35 76 33 33 23 81 52 41 80 21 41 20 21 66 26 40 25 905 103 726 20 21 32 166 66 108 131 50 22 35 22
leaf_count=35 76 33 33 23 81 52 41 80 21 41 20 21 66 26 40 25 905 103 726 20 21 32 166 66 108 131 50 22 35 22
internal_value=0 0.0035093 0.00310721 0.00669725 0.003984 0.00678103 0.00466057 0.00694401 0.00203734 0.00605103 0.00181341 0.00687783 0.00604213 0.00546471 0.00228349 0.000779232 0.00695526 0.00186214 0.00721679 0.00351615 0.00716018 0.00329813 0.00307101 0.00689935 0.0062454 0.00608094 0.00565684 0.00478364 3.54355e-05 0.00657988
internal_weight=0 691 615 2430 338 2334 96 1908 277 426 256 1828 155 107 176 80 1673 136 768 61 747 231 199 89 385 333 180 72 55 153
internal_count=3121 691 615 2430 338 2334 96 1908 277 426 256 1828 155 107 176 80 1673 136 768 61 747 231 199 89 385 333 180 72 55 153
is_linear=0
shrinkage=0.0015161


Tree=423
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 2 2 2 4 2 52 14 15 1 2 1 47 12 3 160 12 15 10 4 3
split_gain=5116.13 804.872 486.378 417.826 297.525 252.736 204.244 185.027 150.468 146.431 129.377 114.476 95.8017 82.9417 67.0813 59.5635 51.9756 48.1695 47.9935 76.9148 46.1884 44.5584 41.3554 41.1995 37.0879 36.4183 36.0186 41.3268 31.4332 37.9927
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.14753000000000002 0.27834500000000006 0.094835000000000017 -0.56022499999999986 0.097795000000000007 -0.059484999999999989 0.089770000000000016 0.097845000000000015 0.087135000000000004 0.090100000000000013 0.095780000000000018 -0.010424999999999999 -0.067824999999999983 0.10061500000000002 -0.41942499999999994 -0.38124499999999995 -0.49013999999999996 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 21 6 9 14 12 11 25 20 13 -4 -1 -13 -11 -16 22 -20 -5 -3 28 -15 -25 -6 -14 -28 -17 -30
right_child=1 2 8 5 10 -7 -8 -9 -10 16 -12 15 26 23 17 18 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0088886707201752679 0.0081009082942000432 0.003862082622476806 0.0043969636319938065 0.0085287163252374693 0.0080664460258093387 0.0044466794960378257 0.0054059951243041896 0.0046449197721153621 0.0049361057157055362 0.010246490975572946 0.0041307474279225738 0.0091219346024881583 0.002361839404398435 0.0033540466012788534 0.0075457798012729133 0.0093432597623715162 0.0080579808379428325 0.0052080060966623962 0.0049490095985255883 0.0076877919502431717 0.0080416579852682028 0.0053612724029712122 0.0074957096282865492 0.0032366454945305916 0.0013276409805260271 0.006424331270631951 0.0019034370271711341 -0.0001705603242371882 0.0067467400551736592 0.0081021099783602033
leaf_weight=26 71 191 40 931 41 26 37 69 37 67 24 47 32 41 29 26 20 22 22 43 393 33 303 20 52 36 25 30 32 355
leaf_count=26 71 191 40 931 41 26 37 69 37 67 24 47 32 41 29 26 20 22 22 43 393 33 303 20 52 36 25 30 32 355
internal_value=0 0.00430718 0.00385975 0.00801609 0.00484836 0.00814004 0.00818223 0.0060617 0.00269981 0.00822811 0.00654592 0.00816685 0.00235505 0.00292265 0.00733129 0.00781939 0.00974339 0.00653733 0.007741 0.00676082 0.00838414 0.00408295 0.00782999 0.00240076 0.00185792 0.0072987 0.00135687 0.000772166 0.00807523 0.00799004
internal_weight=0 673 602 2448 325 2302 2276 146 277 2239 101 2152 240 153 77 828 87 51 781 65 1324 224 716 113 72 77 87 55 413 387
internal_count=3121 673 602 2448 325 2302 2276 146 277 2239 101 2152 240 153 77 828 87 51 781 65 1324 224 716 113 72 77 87 55 413 387
is_linear=0
shrinkage=0.00119136


Tree=424
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 4 2 2 4 1 1429 15 10 4 1 52 47 0 0 14 12 43 3 50 51
split_gain=3631.86 590.283 353.922 276.011 216.464 181.054 141.227 130.708 116.87 94.7903 90.9993 86.286 69.8642 63.5341 39.6337 56.7725 38.8076 37.7323 37.0723 52.5015 36.7712 34.4869 39.2423 33.9859 28.3977 28.1493 25.7733 24.6425 24.1694 59.0342
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.091265000000000013 0.14753000000000002 0.40945500000000007 0.080270000000000022 0.084690000000000015 -0.41942499999999994 -0.38124499999999995 -0.013125 0.086455000000000018 0.31359500000000001 0.090100000000000013 -0.23091999999999999 0.18019500000000002 -0.23083499999999998 0.092550000000000007 0.066275000000000014 -0.010424999999999999 0.081075000000000022 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 7 11 12 -5 -6 14 13 -4 20 28 -14 -18 23 25 -1 22 -3 26 -24 -20 -13 -15 29 -16
right_child=1 2 8 9 10 -7 -8 -9 -10 -11 -12 18 16 27 15 -17 17 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0085527033628931218 0.0080009567631723899 0.0051317895767959698 0.0039566444597666445 0.0074405000641422749 0.0072729685858961696 0.0050976945830310521 0.004236768844202766 0.010042913929900709 0.0047085885006122284 0.0042313779609391552 0.0041298281945693991 0.0082434491563179915 0.0020145897912541592 0.0027258280018271405 0.007997945897305932 0.0055418431002148393 0.0012788758370318404 -0.001282977487449806 0.0079858635343794653 0.0051739222622073245 0.0068465348993299747 0.0051403202177258142 0.0045003383228445736 0.0060095768030773945 0.002872308560153834 0.0070423667097868157 0.0071744789051387146 0.0012065121792054409 0.0084025955102665674 0.0056186006016376369
leaf_weight=894 76 28 44 34 74 48 22 84 37 61 31 326 32 40 212 22 25 30 133 26 31 33 31 20 141 172 64 69 253 28
leaf_count=894 76 28 44 34 74 48 22 84 37 61 31 326 32 40 212 22 25 30 133 26 31 33 31 20 141 172 64 69 253 28
internal_value=0 0.00395176 0.00345137 0.0079532 0.00450903 0.00805789 0.00812002 0.00815774 0.0021608 0.00537991 0.00634499 0.00808513 0.00176802 0.00239461 0.00830488 0.00796245 0.000666086 -0.000118499 0.0076581 0.00727471 0.00849552 0.00368166 0.00344098 0.00796762 0.00316573 0.00745379 0.00806803 0.00176406 0.00807047 0.00772036
internal_weight=0 691 615 2430 338 2335 2287 2265 277 95 105 2181 240 153 1440 515 87 55 741 331 925 233 200 410 172 305 390 109 493 240
internal_count=3121 691 615 2430 338 2335 2287 2265 277 95 105 2181 240 153 1440 515 87 55 741 331 925 233 200 410 172 305 390 109 493 240
is_linear=0
shrinkage=0.00154009


Tree=425
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 14 2 4 2 49 2 0 50 14 52 40 1 1 15 2 150 52 11 15 50 1447
split_gain=3330.99 532.379 277.496 228.896 190.153 155.653 139.979 127.464 124.262 94.4323 91.9857 112.61 72.985 52.2304 46.6482 42.8432 41.7394 40.0402 38.3352 37.8882 37.6748 32.5386 31.4134 30.2045 29.6828 28.0431 27.4675 26.7364 23.4797 20.4816
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.13754500000000003 0.09253500000000002 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.089885000000000007 -0.054984999999999992 0.094835000000000017 -0.22491999999999998 0.041865000000000006 0.097795000000000007 -0.56176499999999996 -0.078554999999999986 0.12408500000000001 0.086920000000000011 -0.053579999999999996 0.31358000000000003 0.082565000000000013 0.40674500000000008 0.084680000000000019 -0.43375999999999998 0.081075000000000022 -0.080594999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 6 7 19 9 14 12 -8 -12 21 -2 -1 -14 23 -11 -17 -3 -13 25 -16 -6 27 -4 -15 -5 -23 -20
right_child=1 4 5 24 16 -7 10 -9 -10 17 11 20 15 26 22 18 -18 -19 29 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0085494653548227294 0.0043242268726311839 0.0022440292193886 0.0081329506559986164 0.0036162113561622063 0.00035101868627573305 0.0035462188785281754 0.0062784864823287679 0.0045886725308976143 0.0036078506290651204 0.010077568567686579 0.00692237810503796 0.0031529248840203349 0.0051911512434845812 0.0065883048343266032 0.006885628350000797 0.0088534777577854926 0.0021574303003961577 0.0073656792799316516 0.008475918731133231 0.0001265805201487223 0.0014014733610403164 0.0070945482266155805 0.0042034415087762855 -0.0018763477332000003 0.0049425306779141056 0.0063270399573223677 0.0083711754324977961 0.001437710064146505 0.0079126972263892023 0.0071927193263841048
leaf_weight=26 23 45 902 34 61 26 30 37 69 67 20 142 27 87 30 45 26 20 37 51 46 196 21 24 20 25 34 30 201 719
leaf_count=26 23 45 902 34 61 26 30 37 69 67 20 142 27 87 30 45 26 20 37 51 46 196 21 24 20 25 34 30 201 719
internal_value=0 0.00327056 0.00749566 0.00536049 0.00219976 0.00763828 0.0028336 0.00768502 0.00524705 0.00773619 0.00352515 0.00312803 0.00766674 0.00664764 0.00671594 0.00727505 0.000292549 0.00945415 0.00734529 0.00111913 0.00272438 0.00791169 0.0057812 -0.000277885 0.00315397 0.00808425 0.00708928 0.00259504 0.00750877 0.00725552
internal_weight=0 673 2448 228 445 2302 334 2276 146 2239 238 208 2152 144 77 828 111 87 801 96 188 1324 51 85 84 927 121 64 397 756
internal_count=3121 673 2448 228 445 2302 334 2276 146 2239 238 208 2152 144 77 828 111 87 801 96 188 1324 51 85 84 927 121 64 397 756
is_linear=0
shrinkage=0.00168196


Tree=426
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 12 12 2 0 14 2 2 10 43 45 0 1 3 4 43 483 15 151 3 52 4 3 51 0 16
split_gain=239.255 51.8897 26.8997 33.7164 23.5562 23.3382 21.1228 20.0456 22.5425 16.0335 19.8492 15.6497 15.4502 14.706 14.2509 21.3713 26.9517 14.4764 14.0656 13.9076 13.0784 13.2415 12.6277 12.5333 11.2357 11.1044 17.071 11.0907 15.6121 11.7541
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -1.0000000180025095e-35 0.10711000000000002 0.11527000000000001 0.11362000000000001 0.034820000000000011 0.062655000000000016 -0.090999999999999984 0.13754500000000003 -0.062879999999999978 -0.52440999999999993 0.081955000000000014 -0.13027499999999997 0.083135000000000014 -0.0037349999999999996 0.024790000000000003 -0.084154999999999994 0.086010000000000017 0.013270000000000002 -0.0077149999999999988 -0.0063699999999999989 1.0000000180025095e-35 -0.51843499999999987 -0.045649999999999989 0.11594500000000001 -0.097024999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 11 -2 19 -7 9 23 10 -1 20 -4 -12 15 16 -15 -18 25 -6 21 -3 -19 -9 -20 26 -17 28 -27 -30
right_child=1 2 12 -5 5 6 -8 8 -10 -11 13 -13 -14 14 -16 18 17 22 24 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0015878121934329993 0.000293839092874479 0.0017893206254718712 -0.0021798091798297631 0.006137915331622972 0.0025379102443944339 4.1724547180783298e-05 0.0037863072016843594 0.0042475528571511694 0.00036567529648013318 0.0059285469030957638 0.0019738923980862494 0.0005827446307435783 0.00097396927977066821 0.0052888251392251978 0.0072799509673052666 0.0084966085695575583 -0.00011219268694153008 0.0043609232479392994 0.0031950113094873626 0.0047280966208611847 0.0040940008769820603 0.0040076453375659325 0.0011101361530329275 0.0015368083324634528 0.0048424118752753995 0.0063650650186531871 0.0044211369671557244 0.0034368018037076674 0.0048296012955512365 0.0041332974940650382
leaf_weight=23 21 238 20 21 36 28 34 133 21 88 22 67 76 41 20 20 22 29 114 165 36 31 21 20 67 59 22 68 1250 308
leaf_count=23 21 238 20 21 36 28 34 133 21 88 22 67 76 41 20 20 22 29 114 165 36 31 21 20 67 59 22 68 1250 308
internal_value=0 0.00246238 0.00183199 0.00220209 0.0035478 0.00380762 0.00209521 0.00451019 0.00346747 0.00459364 0.00453733 0.0019799 0.000316932 0.00457021 0.0045982 0.00457166 0.00322259 0.00204599 0.00465156 0.00433582 0.00228682 0.00204496 0.00299559 0.00389321 0.00380482 0.0047403 0.00636184 0.00469988 0.004753 0.00469195
internal_weight=0 773 489 393 284 263 62 2348 174 2174 2086 372 96 2063 2041 2021 113 72 1908 201 305 269 50 153 181 1727 42 1685 1617 1558
internal_count=3121 773 489 393 284 263 62 2348 174 2174 2086 372 96 2063 2041 2021 113 72 1908 201 305 269 50 153 181 1727 42 1685 1617 1558
is_linear=0
shrinkage=0.00319264


Tree=427
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 0 1 150 15 4 1 1 0 4 40 50 47 11 1 52 3 15 1
split_gain=6233.76 987.053 510.533 464.708 337.655 305.046 231.732 187.522 169.718 161.57 153.812 104.946 100.638 92.7091 92.1581 80.5211 74.7434 62.8306 59.1053 56.7987 72.7119 56.0007 55.7079 55.2538 50.071 43.9288 37.859 36.7547 36.4501 33.3681
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14285500000000004 0.033845000000000007 -0.11173999999999999 0.12337000000000002 1.0000000180025095e-35 -0.097454999999999986 -0.15289999999999995 0.083345000000000016 0.13075500000000004 -0.079119999999999982 -0.55119499999999988 -0.077714999999999992 0.041865000000000006 0.093140000000000014 1.0000000180025095e-35 0.11654500000000001 -0.52606999999999993 -0.12711499999999995 -0.087894999999999987 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 21 11 29 -4 14 12 15 26 24 -1 -10 -13 -5 -14 -21 -3 28 -19 -7 -18 -2 -22 -6 -8
right_child=1 4 9 18 22 10 8 -9 16 -11 -12 17 19 -15 -16 -17 25 23 -20 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017420785266441249 0.017121080678553714 0.011521429239490474 0.016014254587278769 0.012969872634216171 0.0097423002538469614 0.016043063718157155 0.0152871775388367 0.018718616736558814 0.014354453266131767 0.012836987059230328 0.013617463118344829 0.016423800049044597 0.017115674588812003 0.013861193584981736 0.013994009613679808 0.014781314038875022 0.012467327853476288 0.013300871767462795 0.010788807994019132 0.018687315980073362 0.015286379033206343 0.0097255985669681723 0.011266499446468905 0.015838698944041826 0.017310623431506446 0.011235905515293994 0.015747664614704324 0.016600000599508828 0.0079588692743992329 0.013375101658066343
leaf_weight=23 45 46 34 60 64 351 34 76 20 63 39 101 1169 27 28 52 95 20 24 22 32 50 26 29 49 69 72 360 21 20
leaf_count=23 45 46 34 60 64 351 34 76 20 63 39 101 1169 27 28 52 95 20 24 22 32 50 26 29 49 69 72 360 21 20
internal_value=0 0.012555 0.0165915 0.0145424 0.0115368 0.0167005 0.0121266 0.0169111 0.012748 0.0139507 0.0158506 0.0168352 0.0169203 0.0158231 0.0160541 0.0155908 0.0122107 0.0158943 0.0123467 0.0169833 0.0166094 0.0105861 0.00976191 0.0148029 0.0161983 0.0119492 0.0162759 0.0164928 0.00930169 0.014579
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 1808 1658 144 428 75 184 150 84 1583 414 96 111 49 400 164 117 392 85 54
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 1808 1658 144 428 75 184 150 84 1583 414 96 111 49 400 164 117 392 85 54
is_linear=0
shrinkage=0.00117462


Tree=428
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 457 14 12 2 14 12 4 0 13 130 160 4 16 34 13 3 3 12 1 12 0
split_gain=3496.9 545.398 362.243 273.049 241.714 169.885 133.475 111.525 100.21 96.4304 108.021 70.8798 60.487 53.9755 64.943 66.7383 65.7728 46.1154 50.5992 60.9189 40.4936 39.9752 39.3333 46.1937 56.5424 33.7835 29.6357 27.0266 26.4608 26.0307
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.29113500000000009 0.062655000000000016 0.095780000000000018 0.17025000000000004 -1.0000000180025095e-35 0.051320000000000005 -0.17966999999999997 -0.074479999999999977 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 0.018150000000000003 -0.016164999999999995 -0.028109999999999996 -0.28558999999999996 0.10299500000000002 0.090900000000000009 0.087695000000000009 0.12337000000000002 -0.094384999999999983 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 9 -6 -5 10 11 13 22 -1 15 -15 25 27 -19 -20 -13 -21 -4 -24 -25 -17 29 28 -3 -16
right_child=1 2 12 8 7 -7 -8 -9 -10 -11 -12 20 -14 14 26 16 -18 18 19 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00983527254148844 0.0076194231791831398 0.0050047199732894702 0.0008565678276070116 0.0072734178718409309 0.0068488439808694979 0.0051342916876625155 0.0045133418235264516 0.0039944515190222093 0.0043018981996304261 0.0048448834672265755 0.0094000049923688121 0.0074959263744961025 0.00058563987770977692 0.0081913119858474902 0.0068135107639622963 0.0073616653920050073 0.0041942727019270145 0.0022253224359699382 0.0064115895252240184 0.004590264478629081 0.0064279112112810722 0.0023130935820874225 0.0016875488073537044 0.0024441788434802682 0.0052580746757428512 0.0054174587578379122 0.0077930733313450982 0.0023731564603910742 0.0032456297506128235 0.0082348921363640352
leaf_weight=28 74 20 25 34 84 48 24 39 63 21 84 351 49 73 26 83 20 20 28 60 86 20 41 33 24 22 784 57 99 701
leaf_count=28 74 20 25 34 84 48 24 39 63 21 84 351 49 73 26 83 20 20 28 60 86 20 41 33 24 22 784 57 99 701
internal_value=0 0.00404675 0.00360539 0.00763698 0.00429386 0.0077316 0.00778574 0.00594379 0.00534346 0.0078202 0.00784787 0.0077879 0.00189623 0.00791423 0.00788276 0.00713158 0.0065127 0.00362628 0.00426335 0.00464076 0.00728574 0.00402097 0.00241834 0.00281675 0.00362898 0.00695431 0.00798119 0.00316296 0.00354128 0.00818406
internal_weight=0 673 599 2448 427 2351 2303 123 97 2279 2258 2174 172 1737 1709 198 125 304 128 108 437 80 123 98 57 105 1511 176 119 727
internal_count=3121 673 599 2448 427 2351 2303 123 97 2279 2258 2174 172 1737 1709 198 125 304 128 108 437 80 123 98 57 105 1511 176 119 727
is_linear=0
shrinkage=0.00139491


Tree=429
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 11 4 2 2 49 3 43 2 12 1 4 159 150 2 1 49 1 13 2 49 16 3
split_gain=4108.83 694.479 327.53 291.833 243.091 221.513 167.752 138.984 131.615 130.247 126.679 84.2156 83.534 69.8486 69.1166 65.6649 52.6353 47.1475 76.8895 45.7885 66.8022 43.2847 39.0556 38.8418 37.9492 36.2994 35.8625 35.7159 34.4758 33.9419
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.13754500000000003 0.092845000000000025 1.0000000180025095e-35 -0.064804999999999988 0.089885000000000007 0.14960000000000004 -0.054984999999999992 0.30112000000000005 -0.025214999999999998 0.094835000000000017 0.09320500000000001 0.088975000000000012 -0.087894999999999987 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 0.086920000000000011 0.088340000000000016 0.13075500000000004 -0.47860499999999995 0.31358000000000003 -0.054319999999999993 0.27776000000000006 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 19 6 8 15 10 -6 22 13 -2 14 -11 -1 -10 28 -19 20 21 29 -4 -17 -5 -13 -27 -22 -12 -3
right_child=1 4 5 24 9 -7 -8 -9 16 11 17 25 -14 -15 -16 23 -18 18 -20 -21 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0086435380700670087 0.0049436110881929873 0.0052462284618144906 0.0083159141900506547 0.004705706279503623 0.0052500658825151659 0.0037015442051931426 0.0052725716146257255 0.004544093215084458 0.0098134328290060135 0.0026491758360162512 0.0077353128338160495 0.0025621739398052658 0.0075401526913352066 0.0015809097694903997 0.0046199325114084358 0.0050275577905569014 0.0081837536002330874 0.0080669203401019431 0.0051319850426682365 0.0033242818170580489 0.0046334514404334582 0.0041888672101931378 0.0078353364024761687 0.0072403952473721776 0.0028110836074223176 0.0014961358129605136 -0.00067865537056751419 0.002577850740324785 0.0069694044439885458 0.0073147864863784056
leaf_weight=28 24 24 927 61 28 20 37 64 88 85 598 22 127 53 44 24 51 26 33 38 40 21 392 28 24 30 21 21 114 28
leaf_count=28 24 24 927 61 28 20 37 64 88 85 598 22 127 53 44 24 51 26 33 38 40 21 392 28 24 30 21 21 114 28
internal_value=0 0.00428581 0.00781314 0.00606254 0.00336425 0.00793075 0.00796808 0.00594607 0.00801282 0.00263692 0.00793284 0.00234998 0.00712746 0.00281453 0.00332137 0.00706764 0.00921549 0.00752182 0.00642535 0.00456096 0.00491166 0.00573548 0.00817309 0.00621909 0.00417075 0.00119178 0.000600634 0.00392579 0.00761268 0.00636007
internal_weight=0 691 2430 236 455 2286 2266 144 2229 283 2090 255 151 182 129 80 139 771 59 172 134 73 1319 52 85 73 51 61 712 52
internal_count=3121 691 2430 236 455 2286 2266 144 2229 283 2090 255 151 182 129 80 139 771 59 172 134 73 1319 52 85 73 51 61 712 52
is_linear=0
shrinkage=0.00127639


Tree=430
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 150 97 52 52 2 43 4 12 149 49 0 15 0 43 43 12 15 2 34 43 11 16 3 11 16
split_gain=287.244 40.8813 35.1678 32.7872 35.4991 25.8079 23.4569 23.4319 38.5044 23.1706 21.2853 19.4263 17.5465 17.4556 21.549 22.5966 26.0415 14.0906 13.1868 12.6758 12.6228 14.6134 12.0884 10.7344 10.2777 10.2319 16.3976 22.5355 9.71817 9.51628
threshold=0.10920500000000001 0.27044500000000005 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.084680000000000019 -0.0047149999999999996 0.047850000000000011 -0.087769999999999987 0.14285500000000004 -0.011694999999999999 0.40124500000000002 0.086700000000000013 0.07770500000000001 -0.006494999999999999 -0.10474999999999998 -0.41396999999999995 -0.067094999999999988 0.08845500000000002 0.042785000000000004 0.11734000000000001 -0.079929999999999987 0.087675000000000017 -0.038779999999999995 -1.0000000180025095e-35 0.079915000000000014 0.0057500000000000008 -0.11171999999999999 0.086080000000000018 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 9 -1 8 -8 -2 17 12 18 14 -3 29 23 -10 19 -4 25 -22 -12 -17 -23 26 -14 -28 -27 -16
right_child=1 13 11 -5 -6 -7 7 -9 10 -11 22 -13 20 -15 15 16 -18 -19 -20 -21 21 24 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0014929876399862498 0.0051239625811131352 -0.0014484982099463599 0.0065111478104782714 0.0076251675134769081 0.00061030659367193076 0.0023049191102401997 0.0064368069073531022 0.0068327541809287467 0.0031523311954751772 0.001632772029591875 0.00604468150354777 0.0026236479243867575 0.0060150792108845524 0.0049038509845879012 0.0029026747735326681 8.0070585467029862e-05 -0.0014721432955664513 -0.00028618440734109009 0.0091612272921015956 0.0040127778868638362 0.0069711718293066988 0.0022142023603861603 0.0036776483008791115 0.0026148963837006756 0.0050002369140988078 0.0086935897806621251 0.0014919552381748966 0.0053383940750130815 0.0062195262322861863 0.0056789340076641203
leaf_weight=24 169 23 572 48 26 82 93 73 54 27 45 21 1007 24 54 26 32 20 22 26 22 31 64 96 34 29 20 277 59 21
leaf_count=24 169 23 572 48 26 82 93 73 54 27 45 21 1007 24 54 26 32 20 22 26 22 31 64 96 34 29 20 277 59 21
internal_value=0 0.00300617 0.00578465 0.00489263 0.0045639 0.00395337 0.00483949 0.00506962 0.00460328 0.00464303 0.00367149 0.00597273 0.00600624 0.00205211 0.00178052 0.00210483 0.00133768 0.002223 0.00650041 0.00640252 0.00579908 0.00450591 0.00465486 0.00207469 0.00367151 0.0058799 0.00580196 0.00507937 0.00703484 0.00368003
internal_weight=0 554 2567 447 399 278 373 349 276 196 183 2120 2099 276 252 229 154 74 620 598 1479 87 109 122 65 1392 1304 297 88 75
internal_count=3121 554 2567 447 399 278 373 349 276 196 183 2120 2099 276 252 229 154 74 620 598 1479 87 109 122 65 1392 1304 297 88 75
is_linear=0
shrinkage=0.00349947


Tree=431
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 42 14 2 4 2 0 1 150 1 12 4 50 0 12 40 43 1 2 2 15 49 0 12
split_gain=3382.11 542.69 273.976 232.089 200.762 170.748 133.409 117.64 106.585 105.045 107.094 80.8869 73.1063 88.3612 60.7755 55.1937 54.881 55.7171 48.1901 37.6498 36.6109 36.1508 34.0483 33.6304 32.602 32.5147 32.2572 31.0445 30.0076 28.4039
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 -0.0060199999999999993 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.14122000000000004 -0.10474999999999998 0.085345000000000018 1.0000000180025095e-35 0.122715 0.09141500000000001 -0.52556499999999995 0.041865000000000006 -0.15202999999999997 0.095780000000000018 -0.078554999999999986 -0.080324999999999994 0.11414000000000001 0.11411 0.31358000000000003 -0.097454999999999986 -0.069799999999999987 -0.060129999999999996 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 6 8 21 -1 12 -8 -11 14 13 19 20 -2 17 -14 25 -4 -7 -3 -9 -12 -5 -6 -15 -28 -18 -21
right_child=1 4 5 24 18 11 9 22 -10 10 23 -13 16 26 -16 -17 28 -19 -20 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0068668910745536696 0.0069160330845960362 0.0028898142225131456 0.0089010246580747236 0.0047657469853759852 0.0012606345656966575 0.0072855508041368032 0.0063109464993120999 0.004585781745989787 0.0090464687772763199 0.0065831642574134394 0.0037928019561415068 0.0046940098490324753 0.0098589424852855382 0.0066271419127705081 0.0048304876967659137 0.0047971581380464286 0.0071932400061599407 0.0076027541010024414 0.0028635221196265576 0.0054985943795295101 0.0064464585200874657 0.0012019787093346273 0.0024864252524505874 0.0026301230161636271 0.0029811845172535182 -0.00062521138374579531 0.0058343932001325349 0.0034962318084354009 0.0059078970399694189 0.0074859364901239062
leaf_weight=40 115 45 23 30 61 192 30 43 77 20 99 41 21 22 30 29 455 1140 26 20 200 51 22 89 54 24 20 23 37 42
leaf_count=40 115 45 23 30 61 192 30 43 77 20 99 41 21 22 30 29 455 1140 26 20 200 51 22 89 54 24 20 23 37 42
internal_value=0 0.00370976 0.00718396 0.00543166 0.00282752 0.00728116 0.00335899 0.00501491 0.00746504 0.00390992 0.00356361 0.00653453 0.0073975 0.00648002 0.00671335 0.00648932 0.00748076 0.00764356 0.00122834 0.00740123 0.00685744 0.00199315 0.00387523 0.00324238 0.00361853 0.00072816 0.00527536 0.00458375 0.00709658 0.00684486
internal_weight=0 673 2448 228 445 2343 334 105 1880 238 208 463 1803 150 422 144 1653 1161 111 85 392 96 65 188 84 85 65 43 492 62
internal_count=3121 673 2448 228 445 2343 334 105 1880 238 208 463 1803 150 422 144 1653 1161 111 85 392 96 65 188 84 85 65 43 492 62
is_linear=0
shrinkage=0.00137255


Tree=432
num_leaves=31
num_cat=0
split_feature=1 3 3 3 132 1 2 0 39 14 2 132 2 4 16 16 3 4 45 0 51 151 4 4 42 11 42 13 3 48
split_gain=264.088 60.2602 28.4996 31.2068 21.652 25.7345 20.7804 21.0501 17.011 16.8567 16.4198 15.4672 17.1083 15.0259 24.7884 17.7532 16.7814 14.0402 13.7276 21.0014 22.2771 19.4707 15.6539 15.4422 15.3918 13.2107 12.9017 27.3355 12.8754 12.5957
threshold=0.10124500000000002 -0.053259999999999995 0.31299000000000005 0.076840000000000006 -1.0000000180025095e-35 0.13075500000000004 0.11362000000000001 0.034820000000000011 0.11683000000000002 0.062655000000000016 -0.090999999999999984 0.10365500000000001 0.15950500000000004 0.024790000000000003 -0.008904999999999998 -0.51370499999999997 0.13524500000000003 0.0049200000000000008 0.081955000000000014 -0.10836499999999999 -0.040379999999999992 0.050660000000000004 0.022185000000000003 -0.0016099999999999997 0.086835000000000009 0.082485000000000017 -0.025789999999999997 -0.0069799999999999992 -0.0063699999999999989 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 8 -2 17 9 28 26 10 -1 12 -4 16 15 -15 -5 -6 19 20 -12 23 25 -22 -25 29 -3 -28 -8 -21
right_child=1 2 11 13 5 -7 7 -9 -10 -11 18 -13 -14 14 -16 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0024909185778189688 0.0010319823526215338 0.0042841760590114526 0.0010936919746053701 0.007686401290924948 0.0056408560329736504 0.0020517264530319408 0.0048763476800307648 0.0010747790268731843 -0.00075111380765733606 0.0066367560136146855 0.0010954216017609643 0.0029459223015414269 -0.0021521777893554988 0.0027602895270029504 0.00023769690158319845 0.0058191206601278635 0.0035635889195674091 0.0040235563597648735 0.0078834080885607678 0.0054937652738079193 0.0031016506634721007 0.0016930810539006456 0.0042643600199706276 0.0064715390533309717 0.0035691341187585575 0.0027813715211048385 0.0025500617116910509 -0.00073125262673093033 0.0021043145655336155 0.0044507234736896276
leaf_weight=23 21 29 63 20 115 40 133 21 21 88 22 29 23 45 22 35 21 108 20 1582 32 21 140 70 26 20 149 32 20 130
leaf_count=23 21 29 63 20 115 40 133 21 21 88 22 29 23 45 22 35 21 108 20 1582 32 21 140 70 26 20 149 32 20 130
internal_value=0 0.00299938 0.00231398 0.00274519 0.00417952 0.00443084 0.00517005 0.00409891 0.0020131 0.00525578 0.00519753 0.000911602 0.000225611 0.0039278 0.0032658 0.00409853 0.00557472 0.00485759 0.0052277 0.0052017 0.00412112 0.00456787 0.00530041 0.00503952 0.00568547 0.00538416 0.00228952 0.00196994 0.00451399 0.00541456
internal_weight=0 773 489 374 284 263 2348 174 231 2174 2086 115 86 143 102 80 41 223 2063 2043 171 149 1872 128 96 1732 210 181 153 1712
internal_count=3121 773 489 374 284 263 2348 174 231 2174 2086 115 86 143 102 80 41 223 2063 2043 171 149 1872 128 96 1732 210 181 153 1712
is_linear=0
shrinkage=0.00322116


Tree=433
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 2 14 2 0 15 4 1 43 12 34 13 4 1 1 0 4 42 43 16 12 133 16
split_gain=2340.62 402.232 234.38 194.14 168.644 118.671 96.4191 79.2563 71.1499 61.1452 51.7051 48.6193 62.5773 44.2019 68.4307 35.2732 34.3191 33.9521 36.8003 33.4589 34.1022 29.53 40.3336 25.6659 28.5151 42.2632 23.496 23.0186 22.9574 22.5581
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.080389999999999989 0.088105000000000003 0.091265000000000013 -0.0060199999999999993 0.40473500000000007 0.13404500000000005 0.062655000000000016 0.17025000000000004 -0.10474999999999998 -0.10469999999999999 -0.013125 0.086455000000000018 -0.080324999999999994 0.090165000000000009 -0.038779999999999995 -0.016469999999999995 -0.17966999999999997 0.11669000000000002 0.075045000000000014 -0.046359999999999991 0.0067750000000000006 0.084835000000000008 -0.11278499999999998 -1.0000000180025095e-35 0.096475000000000019 0.087435000000000013 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 19 9 -1 27 13 11 17 12 -5 21 16 -8 -15 -4 -19 -3 26 22 -7 24 -13 -26 28 -6 -21 -24
right_child=1 2 10 5 7 8 15 -9 -10 -11 -12 23 -14 14 -16 -17 -18 18 -20 20 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0088506334593763756 0.0091490703868197468 0.0067947990000310115 0.0011722184276580635 0.010187360092363085 0.0095062823688656407 0.00911136356300612 0.0058682655318164833 0.004837512214409972 0.0062637004628386724 0.011271845214180233 0.00090214564963808609 0.0097499082655439218 0.0070459359619430059 0.0093176262460794752 0.0058120169638565811 0.0027536193069163423 0.0079793284427383017 0.0028610490345107732 0.0052777954036168414 0.0055127390034602685 0.0035277962175275035 0.0099532803285551207 0.005704782430468896 0.0080843377850320728 0.0064971687492824644 0.0092750311265746965 0.0032822042642096801 0.0074082394567923917 0.0032835746380426344 0.0081858364569491558
leaf_weight=35 76 21 24 35 29 260 41 40 49 63 49 702 71 110 41 20 199 66 36 117 126 105 20 50 21 566 29 58 20 42
leaf_count=35 76 21 24 35 29 260 41 40 49 63 49 702 71 110 41 20 199 66 36 117 126 105 20 50 21 566 29 58 20 42
internal_value=0 0.00497597 0.00446027 0.00898648 0.00520886 0.0090967 0.0063067 0.00707764 0.00851088 0.00941758 0.0025781 0.00933673 0.0080832 0.0086526 0.00814605 0.00484707 0.00845575 0.00322987 0.00371402 0.0044506 0.00428201 0.0090678 0.00877905 0.00943597 0.0094884 0.00917565 0.00485449 0.00810759 0.00518731 0.0073855
internal_weight=0 691 615 2430 440 2334 96 127 826 1508 175 1445 106 777 350 61 309 126 102 313 292 427 322 1339 1289 587 166 87 137 62
internal_count=3121 691 615 2430 440 2334 96 127 826 1508 175 1445 106 777 350 61 309 126 102 313 292 427 322 1339 1289 587 166 87 137 62
is_linear=0
shrinkage=0.00192278


Tree=434
num_leaves=31
num_cat=0
split_feature=1 3 1 12 484 2 2 0 16 0 3 148 3 50 160 42 123 47 51 156 16 0 52 52 3 16 16 0 47 4
split_gain=238.798 36.4696 30.1474 28.0206 29.5384 22.962 19.8484 20.9559 19.617 18.8406 17.3618 14.3948 13.3685 13.8292 22.4507 17.0013 12.7788 13.0682 12.7623 15.6124 14.2101 12.0256 11.5729 12.4372 11.4169 13.6064 11.6003 10.9765 17.2846 10.2848
threshold=0.10920500000000001 -0.053259999999999995 0.089625000000000024 0.087215000000000015 -1.0000000180025095e-35 0.11411 0.11362000000000001 -0.033209999999999996 0.52822500000000006 0.034820000000000011 -0.092174999999999993 -0.066239999999999979 -0.14477499999999996 0.041865000000000006 -0.085764999999999994 0.079510000000000011 0.11135500000000001 0.085505000000000012 0.11326500000000002 0.10093000000000001 -0.50339499999999993 -0.14226499999999997 -0.12647999999999995 -0.088614999999999985 -0.12018999999999998 -0.0083599999999999976 0.27776000000000006 -0.036484999999999997 0.089640000000000011 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 27 12 -8 10 11 -6 -3 13 14 -1 -16 17 18 19 20 -13 -22 -12 -24 25 -14 29 28 -2 -26
right_child=1 9 3 -5 8 -7 7 -9 -10 -11 22 16 24 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0026416652740733817 0.0072396829656194307 5.6076974133863001e-05 0.0072364130410654459 0.0048452554806810736 6.7427941342678005e-05 0.0022809372562097416 0.0045704089235427551 0.001653179994576729 0.0060461662891756821 -0.0006864398362817182 0.00077207490546721562 0.0036426449354278073 0.0053205869694135073 0.0080726453308258787 0.0049856782798560397 0.0085363485388055861 0.00042960635412853316 0.003763630498262208 0.0044575679017367963 0.0040863001501003967 -0.0012174014794280039 0.0014721304387152552 0.0057456961181090796 0.0030711008821508808 0.0057881264221790654 0.0015617365861760276 0.0038384389397928655 0.0028396661604895481 0.0041197656001491769 0.0050783919913365621
leaf_weight=21 30 32 20 346 22 70 127 33 22 27 20 27 20 32 32 26 33 73 23 29 21 112 21 155 260 21 70 26 51 1319
leaf_count=21 30 32 20 346 22 70 127 33 22 27 20 27 20 32 32 26 33 73 23 29 21 112 21 155 260 21 70 26 51 1319
internal_value=0 0.00251204 0.00487312 0.00423731 0.00342827 0.00373331 0.0050696 0.00396873 0.00311092 0.00193866 0.0028147 0.00214117 0.00516741 0.00626384 0.00553116 0.00657736 0.00235099 0.00257346 0.00216364 0.00188448 0.0014854 0.00104747 0.00312307 0.00339023 0.00509539 0.00339532 0.00513766 0.00468346 0.00527529 0.00519526
internal_weight=0 554 2567 606 260 177 1961 160 240 377 218 350 1801 111 79 58 318 285 212 189 160 133 196 176 1690 41 1649 107 81 1579
internal_count=3121 554 2567 606 260 177 1961 160 240 377 218 350 1801 111 79 58 318 285 212 189 160 133 196 176 1690 41 1649 107 81 1579
is_linear=0
shrinkage=0.00326149


Tree=435
num_leaves=31
num_cat=0
split_feature=1 12 1 474 4 3 4 132 150 10 30 3 124 0 49 15 2 4 4 457 133 49 52 15 52 14 13 16 2 12
split_gain=199.434 51.7012 25.1969 25.4989 27.9293 20.0719 17.9793 17.6525 17.6113 17.2522 16.7963 16.0417 15.8577 14.9509 14.3303 15.6074 13.6616 13.0193 12.0203 11.847 11.6397 12.5519 14.6356 11.3894 15.9777 15.3336 10.6464 11.3575 10.6342 11.4844
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.086280000000000009 -0.14098499999999997 0.30112000000000005 0.053180000000000012 0.10365500000000001 0.09487000000000001 -0.079859999999999987 0.088510000000000019 -0.13309499999999996 0.0026500000000000004 0.056435000000000006 0.09858500000000002 -0.13578499999999996 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 -0.079829999999999984 -0.040449999999999993 0.14321000000000003 0.11434500000000002 0.040760000000000005 -0.046924999999999988 0.077685000000000018 -0.085384999999999975 -0.072359999999999994 0.091055000000000011 0.092655000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 9 11 -7 13 -2 12 16 20 14 15 -1 -3 18 -13 -4 -11 22 -22 24 -18 -25 28 -28 -19 -30
right_child=5 6 19 4 -6 7 -8 -9 -10 10 -12 17 -14 -15 -16 -17 23 26 -20 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0085330869753750295 2.8371888754861826e-06 0.0083278478906724154 0.0051482510891543258 0.0046323210173009471 -0.0012540993249093879 -0.0004054540067016957 0.004067833629731888 0.0028969790290310255 0.001925361778405204 0.0010870029043338687 0.00051173318586705406 0.0045956591217187004 0.00030974910971343826 0.0028218715908256051 0.0031865552530643947 0.0053165248061265487 0.005706830030506556 0.0052649925483374627 0.001020413374983993 0.002534040915102698 0.0036916182239609832 0.0017408919782942736 0.0066642245379014906 0.0092923877055583349 0.0024393060577302542 0.005279352561462238 0.0051749732592257496 0.0045059237738578409 0.0090676483928420794 0.0054181647434489236
leaf_weight=21 33 27 24 20 20 71 283 28 26 22 36 28 22 35 34 172 82 370 20 207 98 29 26 21 24 27 572 700 20 23
leaf_count=21 33 27 24 20 20 71 283 28 26 22 36 28 22 35 34 172 82 370 20 207 98 29 26 21 24 27 572 700 20 23
internal_value=0 0.00465314 0.00369673 0.0043243 0.00168911 0.00188249 0.00489648 0.000528567 0.00469029 0.00238639 0.00272397 0.005019 0.00312824 0.00496468 0.00529507 0.00566651 0.00601678 0.00491479 0.00310597 0.00280565 0.00348256 0.00382702 0.00431491 0.0056116 0.00496701 0.00703506 0.00496632 0.00480679 0.00545767 0.0071156
internal_weight=0 2756 559 328 40 365 2197 99 288 266 233 1914 197 262 227 193 181 1733 48 231 175 153 124 154 106 48 1685 1272 413 43
internal_count=3121 2756 559 328 40 365 2197 99 288 266 233 1914 197 262 227 193 181 1733 48 231 175 153 124 154 106 48 1685 1272 413 43
is_linear=0
shrinkage=0.00352226


Tree=436
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 4 0 15 150 1 4 12 1 47 12 15 1 10 4 49 3 3 457
split_gain=3733.2 589.897 369.073 287.019 223.341 183.365 114.781 113.69 98.1113 93.296 91.6228 75.1231 70.5819 62.3943 122.18 58.7476 58.4362 54.6853 42.7727 43.546 37.3075 35.6489 34.6549 33.0771 29.4741 28.1818 26.5098 26.4891 30.3617 26.0498
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.11474000000000002 0.14285500000000004 0.14753000000000002 0.40945500000000007 -0.10607499999999999 -0.10653 1.0000000180025095e-35 0.083135000000000014 0.0067750000000000006 0.087695000000000009 0.089770000000000016 0.090100000000000013 0.095780000000000018 -0.41942499999999994 0.11588000000000001 -0.38124499999999995 -0.50940999999999981 -0.070909999999999987 1.0000000180025095e-35 0.20828500000000003 0.096470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 11 -5 23 15 12 -4 14 -1 21 -16 18 19 25 27 -7 -13 -6 -24 -15 -18 -3 29 -29
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 22 -14 17 16 -17 26 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0081202935352605622 0.0071089638043372681 0.0025851984540698003 0.0035849873447502396 0.006483027861317543 0.0071274264737626325 0.0070738987454800843 0.0088941177106113684 0.0041053848078683904 0.0037363777690833174 0.0033789016469961811 0.0044219185974063565 0.0017205786176441784 0.0015943723358761866 0.0091033340816162669 0.0067794024884810572 0.0046882225940068174 0.0058565466538601065 0.0063710160705087648 0.0071579794296270519 0.0058774872590084109 0.0045889469942876539 0.0062818293450459077 0.0010481068507182804 0.0053704729020776281 -0.00090221294601706829 0.0076104142494249679 0.0039810604603697196 0.004830438476914189 0.002601379826932457 0.0029513016947163248
leaf_weight=48 71 99 44 37 44 199 76 37 60 24 39 32 109 23 39 28 21 104 828 25 33 201 25 33 30 684 36 37 35 20
leaf_count=48 71 99 44 37 44 199 76 37 60 24 39 32 109 23 39 28 21 104 828 25 33 201 25 33 30 684 36 37 35 20
internal_value=0 0.0034925 0.00306597 0.00702034 0.00402491 0.00711261 0.00729706 0.00194087 0.00478407 0.00566263 0.00636848 0.00160717 0.00216684 0.00722993 0.0063922 0.00654585 0.00552815 0.00730242 0.00736452 0.00759814 0.00328648 0.00667588 0.000622929 0.00637445 -1.57039e-05 0.00765898 0.00467203 0.00306144 0.00357392 0.00417109
internal_weight=0 673 602 2448 325 2351 1884 277 97 101 467 240 153 1808 144 428 96 1664 1560 732 224 400 87 77 55 707 57 191 92 57
internal_count=3121 673 602 2448 325 2351 1884 277 97 101 467 240 153 1808 144 428 96 1664 1560 732 224 400 87 77 55 707 57 191 92 57
is_linear=0
shrinkage=0.00132658


Tree=437
num_leaves=31
num_cat=0
split_feature=1 12 2 106 15 47 4 10 1 484 16 4 10 2 16 15 9 3 1 0 15 151 12 4 15 4 43 16 12 3
split_gain=187.987 49.2573 24.5055 19.3058 21.2877 22.7194 21.8984 18.4105 18.0043 16.8832 28.8743 16.7016 16.6775 20.3219 16.5512 22.4203 16.5101 15.9303 15.8035 14.6587 14.2678 13.8832 20.6521 13.6951 13.0962 13.8537 13.0549 11.9758 12.8589 16.1983
threshold=0.11829500000000003 0.051320000000000005 0.10855000000000002 0.086340000000000014 0.024640000000000006 0.077555000000000013 -0.17966999999999997 -0.062879999999999978 0.095950000000000021 0.08660000000000001 -0.034884999999999992 0.40124500000000002 1.0000000180025095e-35 0.11870500000000002 -0.0087049999999999992 -0.024814999999999997 -1.0000000180025095e-35 -0.13309499999999996 0.11374000000000002 -0.05208999999999999 0.13592500000000005 -0.0077149999999999988 -0.015429999999999998 -0.04890499999999999 -0.41942499999999994 0.51303500000000013 -0.078844999999999985 -0.072359999999999994 0.093765000000000015 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 19 9 10 21 17 13 16 18 -16 -9 -3 -4 -2 27 -8 -23 -15 25 -25 -10 -19 29 -29
right_child=7 11 14 -5 -6 -7 8 12 26 -11 -12 -13 -14 23 15 -17 -18 20 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0047057889162197691 0.001082876818149462 0.0047635970696249582 0.0034118742786941776 0.00081097678820734481 0.0054892889652995635 0.0049353767896918145 0.0043149409047025314 0.0010106043871498324 0.0024061217336090652 0.00076209351857743635 0.0053877551467600929 0.0020059732616806618 0.00019836941485085581 0.0034405118260050988 0.0023127443403999637 -0.0011813004850920808 0.0039377639785137392 0.0041630647664740927 0.00072908686157049072 -0.0019692137754941546 0.0021757451123738964 0.0033640936825090422 -0.00056840619092276179 0.0036686125392361305 0.00035119233483462645 0.0008838665677057075 5.1468310952030966e-05 0.0015831577795950504 0.0032486317395686568 0.0040379432874627736
leaf_weight=48 38 196 77 24 42 58 22 22 50 21 47 38 48 26 38 27 67 928 25 21 41 24 22 28 81 34 34 24 351 619
leaf_count=48 38 196 77 24 42 58 22 22 50 21 47 38 48 26 38 27 67 928 25 21 41 24 22 28 81 34 34 24 351 619
internal_value=0 0.00373501 0.002958 0.00335865 0.0035248 0.00327171 0.00291166 0.00149604 0.00252021 0.00317934 0.00362075 0.00393271 0.00178516 0.00208037 0.00201755 0.000861372 0.0032142 0.00396663 0.00275433 -3.46051e-06 0.00388705 0.00239944 0.00148333 0.00148327 0.00112741 0.00214149 0.00145305 0.00392356 0.00369995 0.00394632
internal_weight=0 2756 559 392 368 326 268 365 220 136 115 2197 306 258 167 65 89 2159 102 59 1963 68 46 169 143 62 84 1922 994 643
internal_count=3121 2756 559 392 368 326 268 365 220 136 115 2197 306 258 167 65 89 2159 102 59 1963 68 46 169 143 62 84 1922 994 643
is_linear=0
shrinkage=0.00293173


Tree=438
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 3 12 43 4 15 2 4 43 48 52 0 4 11 1 160 39 4 15 0 0 12 15 0 16 0
split_gain=3394.01 419.939 360.724 231.764 203.416 178.259 143.781 132.895 120.6 104.357 85.455 79.4826 68.0396 105.174 66.6836 62.6135 58.6152 56.4142 56.025 52.341 48.9724 48.6382 79.3477 46.1652 45.5203 65.3251 41.3031 38.6231 36.5609 33.2198
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.12043500000000001 0.31534000000000006 0.091625000000000012 -0.025214999999999998 0.42642000000000008 0.024640000000000006 0.11177500000000001 0.053180000000000012 -0.04890499999999999 -1.0000000180025095e-35 0.048770000000000008 -0.23194499999999998 -0.019614999999999997 1.0000000180025095e-35 0.086105000000000015 0.083670000000000008 0.096625000000000016 -0.064054999999999987 -0.03241999999999999 -0.13027499999999997 -0.10011499999999998 0.13597000000000004 -0.42198999999999992 0.13134000000000004 -0.008904999999999998 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 8 7 17 20 -2 12 -9 24 -5 -14 -7 -1 -12 23 -19 -15 29 27 -23 -4 -8 -26 -6 -17 -18 -3
right_child=1 5 6 9 26 14 11 10 -10 -11 16 -13 13 19 -16 21 28 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0094785888892745963 0.0069000296773336937 0.0024318437750670873 0.0058558133616155349 0.0041027663375013106 0.0047423055996729819 0.00047334089608839927 0.0090344259547119957 0.0061733923816850575 0.0033078607711785955 0.0081929410223195893 0.0059252984869793785 0.0062550835649614854 0.0032236932619493278 0.0069325813344745307 0.0028608860808811377 0.0085697904755376621 0.0039105491047335692 0.0096710123051666191 0.0073056534695429111 0.0046582064236918904 0.0016926626222210903 0.0071746316655593523 0.004481886709855787 0.0078742206002247808 0.0073910937181626913 0.0051678397944439113 0.0023696594596123127 0.0064244737162922165 0.0020215065181956198 0.0039957415130947409
leaf_weight=22 114 48 21 84 22 57 29 38 20 21 20 137 25 70 34 50 66 61 26 25 60 76 27 1170 640 25 34 22 26 51
leaf_count=22 114 48 21 84 22 57 29 38 20 21 20 137 25 70 34 50 66 61 26 25 60 76 27 1170 640 25 34 22 26 51
internal_value=0 0.00380971 0.00740331 0.00626458 0.00546137 0.00302518 0.00763117 0.00351399 0.00636389 0.00532894 0.004425 0.00719427 0.00503412 0.00568607 0.00136539 0.0073332 0.0038318 0.00791525 0.00896412 0.00633406 0.00265454 0.00706349 0.00646877 0.00783863 0.00737967 0.00730751 0.00330177 0.00791428 0.00337669 0.00323749
internal_weight=0 590 2531 422 190 400 2109 309 134 225 150 831 204 120 91 197 112 1278 87 95 159 175 103 1191 694 665 56 72 92 99
internal_count=3121 590 2531 422 190 400 2109 309 134 225 150 831 204 120 91 197 112 1278 87 95 159 175 103 1191 694 665 56 72 92 99
is_linear=0
shrinkage=0.00134927


Tree=439
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 0 49 49 1 4 150 50 40 0 156 1 475 15 1 1 2 48 4
split_gain=4612.99 741.898 365.898 333.041 256.872 236.569 175.985 145.747 135.357 118.264 114.487 75.3435 70.8409 102.594 66.0334 65.7677 64.9969 62.1002 48.5579 44.7164 42.288 57.0973 36.427 35.2888 33.7717 32.8134 32.6726 31.6276 31.4936 36.0214
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14285500000000004 -0.15289999999999995 -0.10607499999999999 0.082865000000000008 -0.054984999999999992 0.083345000000000016 0.0067750000000000006 1.0000000180025095e-35 0.041865000000000006 -0.077714999999999992 -0.079119999999999982 -1.0000000180025095e-35 0.13075500000000004 -0.079029999999999975 -0.087894999999999987 0.13288500000000003 0.12958500000000003 0.11411 0.089965000000000017 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 19 12 26 -4 17 -10 13 15 -2 -1 20 23 24 -3 -14 -22 27 -7 -6 -13 -8 -5 29 -23
right_child=1 4 9 22 18 10 8 -9 11 -11 -12 25 16 -15 -16 -17 -18 -19 -20 -21 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021687780968229049 0.018199775122584444 0.015563141485027191 0.021065677286202438 0.018955957811619267 0.013347183064654024 0.022553272264168672 0.020365986453363977 0.024334315551732634 0.019424432483475435 0.017207793111649723 0.018033883608375115 0.016290714937428299 0.022370378331251963 0.023364068673245791 0.021281218969450733 0.01908211243407305 0.020879957738512075 0.018584734169169708 0.015348682149102613 0.013285671107617846 0.024306970486825303 0.022866641064221344 0.014876487003456191 0.021008150916348622 0.010910863903714143 0.014102752643523883 0.017680755403673792 0.01641841073964348 0.019618647842601478 0.02148542002424805
leaf_weight=45 23 46 34 21 64 47 34 79 20 63 39 142 1154 36 121 67 110 27 26 50 23 63 24 326 21 22 20 39 21 314
leaf_count=45 23 46 34 21 64 47 34 79 20 63 39 142 1154 36 121 67 110 27 26 50 23 63 24 326 21 22 20 39 21 314
internal_value=0 0.016805 0.021733 0.0192502 0.0155521 0.0218639 0.0162823 0.0221173 0.0170508 0.01856 0.0207603 0.0163697 0.0220217 0.0209159 0.020789 0.020129 0.0221189 0.0210261 0.0133551 0.014377 0.0222054 0.0217531 0.0166122 0.0212028 0.0127453 0.0159972 0.0193715 0.0173066 0.0216056 0.0217162
internal_weight=0 673 2448 228 445 2351 334 1912 238 97 439 184 1833 148 144 112 1685 400 111 96 1575 421 84 373 85 164 54 60 398 377
internal_count=3121 673 2448 228 445 2351 334 1912 238 97 439 184 1833 148 144 112 1685 400 111 96 1575 421 84 373 85 164 54 60 398 377
is_linear=0
shrinkage=0.00166705


Tree=440
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 2 4 42 4 2 14 16 0 0 15 3 4 12 39 2 39 15 16 3 47 157 157 4
split_gain=4497.55 740.436 470.54 406.344 276.154 221.392 135.072 127.673 116.9 113.217 112.925 111.588 95.4092 92.4551 92.1912 95.34 93.7021 82.0559 60.2154 66.5859 47.971 59.0889 46.5685 41.101 43.9753 37.5647 36.4096 35.1701 34.7179 34.5013
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.042705000000000007 0.13913500000000004 0.17025000000000004 0.40124500000000002 -0.0060199999999999993 0.40945500000000007 0.11474000000000002 0.062655000000000016 -0.44310499999999992 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 0.30112000000000005 -0.49013999999999996 0.08401500000000002 0.084780000000000008 -0.0091949999999999983 0.087735000000000021 -0.048699999999999993 -0.25582999999999995 -0.010424999999999999 0.090100000000000013 -0.23976499999999998 -0.0045449999999999996 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 12 10 13 -5 17 -6 14 -7 16 27 -1 22 28 -20 -11 -22 -4 -15 -25 -12 -3 -16 -17 -14
right_child=1 2 7 9 11 8 -8 -9 -10 20 25 -13 29 23 15 18 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0094645501655920422 0.0082125198729624052 0.0039928572721019649 0.0058701422675110143 0.008115655750081446 0.0074772215290136298 0.0086024104085554061 0.0051095303243963051 0.0009853296697250589 0.0046264266948286038 0.0033164563995543299 0.0033776296385877309 0.0043437973658925029 0.010294490250632371 0.0073166541780270112 0.0072084273902502174 0.0095454793368122872 0.0063181848674277313 0.0021538263587332122 0.0062525034892146709 0.0079755102865420764 0.0038062777744892356 0.0065864025592274819 0.0037024203194431842 0.0072430725190208833 0.0046761211352173981 0.0019417789907306361 0.0054361622162275094 0.0086732478406076011 0.0082092119316009207 0.0083964401232413891
leaf_weight=20 74 191 39 22 77 85 20 54 25 23 44 24 58 172 27 58 64 22 39 487 20 32 27 21 22 88 33 1164 68 21
leaf_count=20 74 191 39 22 77 85 20 54 25 23 44 24 58 172 27 58 64 22 39 487 20 32 27 21 22 88 33 1164 68 21
internal_value=0 0.00442606 0.00395828 0.00812964 0.00499085 0.00823464 0.00839058 0.00273352 0.00726249 0.00558467 0.00316262 0.00673265 0.0084233 0.00748216 0.00836727 0.00842652 0.00706732 0.00427597 0.00803648 0.00784776 0.00484225 0.00551712 0.00498335 0.00703927 0.00592975 0.0024204 0.00420549 0.00864004 0.00882432 0.00978995
internal_weight=0 673 599 2448 325 2351 2026 274 325 97 220 101 2006 300 1927 1843 84 88 652 526 75 52 66 215 43 132 224 1191 126 79
internal_count=3121 673 599 2448 325 2351 2026 274 325 97 220 101 2006 300 1927 1843 84 88 652 526 75 52 66 215 43 132 224 1191 126 79
is_linear=0
shrinkage=0.00126882


Tree=441
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 42 3 16 14 4 39 2 13 0 1 43 12 4 3 2 10 0 0 15 49 2 48 12 14 15
split_gain=1883.53 321.354 172.31 161.472 99.5135 86.2847 74.2021 69.6981 67.7297 63.7239 55.4198 51.5943 47.2906 44.2964 69.9047 36.5055 35.5213 29.0705 27.5934 27.2067 29.2119 31.8966 26.9789 26.3979 31.2854 24.834 24.7335 30.9485 24.298 23.3707
threshold=0.104035 0.12337000000000002 0.087215000000000015 -0.080389999999999989 0.099185000000000009 -0.0060199999999999993 0.31370500000000007 -0.39185999999999993 0.062655000000000016 0.23246000000000003 0.087735000000000021 0.14285500000000004 -0.47860499999999995 -0.10474999999999998 0.085345000000000018 -0.080324999999999994 0.087695000000000009 -0.51843499999999987 -0.13927999999999999 0.10912000000000001 -1.0000000180025095e-35 -0.12333499999999999 -0.15202999999999997 -0.097454999999999986 -0.069799999999999987 0.14122000000000004 0.082620000000000013 0.095780000000000018 -0.23083499999999998 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 5 8 -1 7 -3 13 -4 25 26 -8 14 22 -7 17 -15 -19 20 -2 -22 -5 -16 -25 -9 27 -6 -21 -24
right_child=1 6 9 4 11 15 12 10 -10 -11 -12 -13 -14 16 23 -17 -18 18 -20 28 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0071718763392034802 0.0034606347273114114 0.0021605724824849733 0.0071407329364307302 0.0090512850056428118 0.007467816044417863 0.0048029401896845679 0.0024800600478226678 0.0058011697434481972 0.0089810737221738008 0.0049185638084658133 0.002909160240477467 0.0047719188795158785 -1.5040590058062886e-05 0.0095707920552520684 0.0067142096913812496 0.0020718717226506866 0.0072484064598361941 0.0058062921908951385 0.0077337037704824979 0.0050333803111520352 0.0043121767065365923 0.0065822680837171726 0.0079476657147888197 0.0059981628161011307 0.003164018578191864 0.0035962538973196199 0.0059312648652470211 0.006461849741226211 0.0033507526421200627 0.0059286215678508412
leaf_weight=35 29 83 107 23 167 41 54 47 77 53 56 39 34 23 22 20 893 21 715 30 34 34 32 20 23 20 79 169 110 31
leaf_count=35 29 83 107 23 167 41 54 47 77 53 56 39 34 23 22 20 893 21 715 30 34 34 32 20 23 20 79 169 110 31
internal_value=0 0.00410322 0.00507581 0.00720411 0.00729075 0.00509764 0.00278991 0.00333408 0.00745892 0.00640464 0.00412596 0.00659439 0.00151604 0.00739391 0.0065347 0.00390751 0.00747245 0.00773605 0.00767871 0.00417871 0.00485329 0.00544722 0.00751502 0.00523767 0.00448223 0.00514299 0.00676566 0.00696184 0.00371132 0.00695417
internal_weight=0 691 397 2430 2334 96 294 206 1880 160 123 454 88 1803 151 61 1652 759 736 237 97 68 86 65 43 67 415 336 140 63
internal_count=3121 691 397 2430 2334 96 294 206 1880 160 123 454 88 1803 151 61 1652 759 736 237 97 68 86 65 43 67 415 336 140 63
is_linear=0
shrinkage=0.00165728


Tree=442
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 2 4 3 1 2 150 2 39 12 4 47 12 1 160 4 157 15 0 16 16
split_gain=4661.9 729.838 475.859 404.061 275.603 230.641 149.819 128.048 126.96 122.629 112.531 108.316 77.4327 75.1454 84.134 71.6971 51.2921 49.2369 44.8772 64.2808 42.9595 40.3211 34.3953 32.9352 31.4365 31.0313 30.5312 55.9351 42.3242 28.7523
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.092845000000000025 0.14285500000000004 0.40473500000000007 0.30112000000000005 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 0.087690000000000004 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.095780000000000018 0.15618500000000002 -1.0000000180025095e-35 -0.036839999999999991 -0.069619999999999987 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 6 13 8 12 -5 15 -6 17 18 16 21 -15 -4 19 -1 -3 -7 -9 -10 -2 -20 -21 28 -28 -27
right_child=1 2 7 9 11 10 -8 22 23 -11 -12 -13 -14 14 -16 -17 -18 -19 25 26 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.010225239859584383 0.0082802934699648684 0.003871807185220654 0.0057036268673924875 0.0070957715412836332 0.0072052958013054729 0.0077956314476604815 0.009652711730395773 0.0019647801520872197 0.0033391365123049497 0.0043835134198336959 0.0052158093926216635 0.0045498167160625876 0.0022965790937503534 0.0061246787641551807 0.0053957997597558925 0.0054822542587634349 0.0077910574599362008 0.0036559010361414531 0.0062906416659934475 0.0093030979675789178 0.0053195969275565743 0.0070515899045543425 8.934064569016794e-05 0.0020249550513720673 0.0066488655627739996 0.0079159143135373606 0.0080894082220637833 0.0081923009896482397 0.0062491937003097296 0.0067437035406704487
leaf_weight=21 50 191 38 37 71 199 76 29 36 60 39 30 22 28 25 28 269 28 20 31 33 201 25 96 24 281 32 1032 37 32
leaf_count=21 50 191 38 37 71 199 76 29 36 60 39 30 22 28 25 28 269 28 20 31 33 201 25 96 24 281 32 1032 37 32
internal_value=0 0.00427959 0.00385071 0.00776169 0.00480964 0.00785838 0.0080411 0.0027133 0.00311015 0.00541809 0.00712124 0.00641654 0.00420032 0.00797335 0.00746019 0.00729487 0.00763396 0.00483489 0.00808455 0.00819398 0.0040851 0.00742175 0.00109652 0.00238337 0.00775118 0.00770566 0.0081563 0.00812401 0.00710263 0.00779607
internal_weight=0 673 599 2448 325 2351 1884 274 220 97 467 101 88 1808 322 428 297 66 1486 1153 224 400 54 132 74 333 1132 1101 69 313
internal_count=3121 673 599 2448 325 2351 1884 274 220 97 467 101 88 1808 322 428 297 66 1486 1153 224 400 54 132 74 333 1132 1101 69 313
is_linear=0
shrinkage=0.00117172


Tree=443
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 2 14 4 457 1 2 1 1 12 12 4 475 47 52 4 16 4 157 40 47 0 43 16 50
split_gain=3405.57 405.748 363.907 277.318 230.849 133.808 142.944 108.247 99.8142 99.034 94.9444 90.2326 62.6089 57.6427 53.4869 43.1097 56.0713 41.2032 35.095 32.7915 47.2285 32.6679 30.7948 30.6639 30.2926 29.9261 34.5815 29.2001 28.6067 28.3476
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40945500000000007 0.14285500000000004 0.076175000000000007 0.40124500000000002 0.080930000000000016 0.092845000000000025 0.13501500000000002 0.089625000000000024 0.16540500000000002 0.087005000000000013 0.09141500000000001 -0.51843499999999987 -0.066784999999999983 0.08265500000000002 0.039215000000000007 0.24564500000000003 0.19444000000000003 -0.0070899999999999991 -0.069619999999999987 -0.065259999999999999 0.090100000000000013 -0.18113999999999997 -0.080084999999999976 0.19444000000000003 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 7 6 24 12 22 11 -4 17 15 -7 18 16 -1 -6 -14 20 -19 -21 -5 -17 -3 26 -2 -12 -25 -8
right_child=1 5 10 8 9 13 29 -9 -10 -11 27 -13 14 -15 -16 23 -18 19 -20 21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.010561844698452448 0.0055235255924643524 0.0036748447818133394 0.0071819603746377065 0.0084095824729538519 0.0084736474128390988 0.0023891124589084699 0.0011790562293082052 0.0097885074436734193 0.0046189944133269521 0.0047757623135540293 0.004969048573111215 0.0054386318151788248 0.0058340682626141149 -9.7588810399150796e-05 0.0078407966568192905 0.0061421124829126698 0.0083038408919430175 0.0071226185256446197 0.0079250312065831004 0.0080185598217401167 0.0048445800335637935 0.0061354346878233611 0.0067795892419387476 0.008026751188737604 0.0056742379368260121 0.0054963661428327317 0.0036264034718819405 0.002987487546779639 0.0066315039715116519 0.003362770617212343
leaf_weight=22 22 20 37 46 67 142 28 77 29 34 54 48 50 21 277 21 1139 167 23 130 20 21 45 292 58 27 132 20 32 20
leaf_count=22 22 20 37 46 67 142 28 77 29 34 54 48 50 21 277 21 1139 167 23 130 20 21 45 292 58 27 132 20 32 20
internal_value=0 0.00409246 0.00782996 0.00523082 0.00794373 0.00290684 0.00399105 0.00816091 0.00688228 0.00708171 0.00534965 0.00725478 0.00809338 0.00206874 0.00755966 0.00821742 0.00834663 0.00747003 0.00649286 0.00727108 0.00687898 0.00775667 0.00760354 0.00778262 0.00516157 0.00413594 0.00389742 0.00443349 0.00788895 0.00208894
internal_weight=0 590 2531 301 2420 289 126 1933 120 487 111 453 1856 163 350 1506 1161 405 73 338 187 151 91 345 78 181 154 74 324 48
internal_count=3121 590 2531 301 2420 289 126 1933 120 487 111 453 1856 163 350 1506 1161 405 73 338 187 151 91 345 78 181 154 74 324 48
is_linear=0
shrinkage=0.00140091


Tree=444
num_leaves=31
num_cat=0
split_feature=1 52 1 4 3 2 2 11 42 158 12 15 52 52 47 12 133 484 0 147 49 0 1 16 42 3 159 15 52 1456
split_gain=314.599 66.405 43.416 39.0526 25.5272 27.569 24.2478 15.4311 14.9702 20.5341 17.7982 16.2164 20.673 30.2469 16.9218 14.4496 13.6865 14.3986 12.8992 12.5185 12.2742 14.0725 16.8852 16.0416 11.0407 10.8692 10.4616 11.2002 12.6918 10.4066
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 -0.034684999999999994 0.11411 0.091265000000000013 0.080455000000000013 0.075730000000000006 0.07968500000000002 0.11734000000000001 0.040760000000000005 -0.092399999999999982 -0.078224999999999975 0.07813500000000001 0.095330000000000012 0.089200000000000015 0.085905000000000009 1.0000000180025095e-35 0.089810000000000015 -0.032624999999999994 -0.10474999999999998 0.16175000000000003 -0.061854999999999993 -0.047899999999999991 -0.080289999999999986 0.083335000000000006 -0.077219999999999983 -1.0000000180025095e-35 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 18 7 29 9 11 25 12 -8 -14 24 -13 17 19 -3 26 -4 -22 23 -23 -15 -10 27 -6 -29 -1
right_child=1 2 20 -5 16 -7 8 -9 10 -11 -12 15 13 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0067759551144672301 0.0068115510034711304 0.0067480819675984254 -0.00023106345920076123 0.00187624348734695 0.0035420945217410423 0.0032927863175520552 0.0061882126767416144 0.0093495319800895784 0.0076737639464503236 0.0077938081723089771 0.0042937778941783498 0.0083051692720305 5.0361880126359001e-05 0.0050751464821896432 0.0072371900185898659 0.0055660064145400534 0.0014974288699676839 0.0061418487802201776 0.0038114734042660964 0.0014910326955323899 0.0043568309041297805 0.001419199549653104 -0.00084843156236835259 0.0050269029797380361 0.0028688931848444418 0.0064229474863755926 0.0021932142707326127 0.0076476885725010142 0.0039895542714547851 0.0077546599259961822
leaf_weight=1334 90 94 28 22 99 68 107 33 142 53 37 40 20 69 28 64 41 28 24 36 34 50 25 23 50 237 41 22 27 155
leaf_count=1334 90 94 28 22 99 68 107 33 142 53 37 40 20 69 28 64 41 28 24 36 34 50 25 23 50 237 41 22 27 155
internal_value=0 0.00393613 0.00353177 0.00661757 0.00406938 0.00510594 0.0066616 0.00693143 0.00617674 0.00570979 0.00666054 0.00541759 0.00496138 0.00417532 0.00473654 0.00661953 0.0034136 0.00372413 0.00615081 0.00342326 0.00191894 0.002375 0.00168743 0.00255587 0.00414815 0.00689159 0.0037913 0.00423402 0.00563198 0.00687784
internal_weight=0 730 640 2391 480 186 2369 1522 847 431 416 378 274 167 147 104 294 253 118 225 160 132 98 73 119 379 189 148 49 1489
internal_count=3121 730 640 2391 480 186 2369 1522 847 431 416 378 274 167 147 104 294 253 118 225 160 132 98 73 119 379 189 148 49 1489
is_linear=0
shrinkage=0.00357515


Tree=445
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 3 2 1 2 4 2 14 2 3 11 1 4 0 49 40 1447 3 1 42 52 159 1429 160 14
split_gain=2294.55 386.714 238.754 198.32 145.878 134.123 98.7737 89.4593 81.7803 69.2078 70.4315 64.1199 59.0908 44.9952 43.7342 38.4603 37.0434 55.5614 33.6285 28.4455 26.6216 24.5273 24.2334 21.8711 21.7554 23.7083 22.8088 25.44 36.4066 21.4124
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 1.0000000180025095e-35 -0.022174999999999997 0.089885000000000007 0.092845000000000025 0.17025000000000004 0.40945500000000007 0.13754500000000003 0.062655000000000016 0.094835000000000017 0.30112000000000005 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 -0.062294999999999996 0.088340000000000016 -1.0000000180025095e-35 -0.081469999999999987 -0.010424999999999999 0.11588000000000001 0.088295000000000012 0.40674500000000008 -0.012679999999999999 0.084690000000000015 -0.080719999999999986 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 8 7 6 18 12 13 10 14 15 24 -1 20 16 21 -18 23 -15 -4 -9 -12 -3 25 26 -5 -28 -29 -7
right_child=1 2 9 4 -6 29 -8 11 -10 -11 22 -13 -14 19 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0091159951812612456 0.0082957951129521475 0.0090753673374438133 0.0040467857755167739 0.0093726604413239267 0.0038541287158436093 0.0055397854306123645 0.0045088773846150548 0.0094662533957846125 0.0049087894389501074 0.0015090942777091154 0.0038310429286305733 0.0058027598248745899 0.010221844023038293 0.0051862250524010861 0.0026871895762577902 0.0091483548087748189 0.0084699196956122096 0.0052305191606614272 0.0058665961278451017 0.007645002211502429 0.006171087401803662 0.0079589323567939661 0.0023247064474266705 0.0070545391617043464 0.008167914639890958 0.0069194803374909037 0.0086744068359434923 0.0059864766671617244 0.0088441209851701178 0.0042206166751586364
leaf_weight=28 76 38 26 121 20 42 40 31 64 54 44 37 60 24 22 77 26 33 21 28 43 681 88 24 325 21 805 24 25 173
leaf_count=28 76 38 26 121 20 42 40 31 64 54 44 37 60 24 22 77 26 33 21 28 43 681 88 24 325 21 805 24 25 173
internal_value=0 0.00476898 0.00433315 0.00819153 0.00831036 0.00526794 0.00664818 0.00834969 0.00630514 0.0031925 0.00360014 0.00793835 0.00861329 0.00742222 0.00472188 0.00803153 0.00791999 0.00665805 0.00767917 0.00651018 0.00537063 0.00802456 0.00282682 0.00829311 0.00854023 0.00866172 0.00869925 0.00860384 0.00744446 0.00447831
internal_weight=0 691 615 2430 2286 338 123 2266 144 277 223 885 1381 80 91 848 771 59 83 52 69 712 132 62 1321 996 975 854 49 215
internal_count=3121 691 615 2430 2286 338 123 2266 144 277 223 885 1381 80 91 848 771 59 83 52 69 712 132 62 1321 996 975 854 49 215
is_linear=0
shrinkage=0.00165728


Tree=446
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 44 2 1 14 2 4 4 1 1 47 43 1 3 52 157 131 43 15 12 158 402 160
split_gain=3070.97 486.552 333.769 257.195 183.045 160.15 118.01 95.8398 91.2603 79.8067 79.2809 72.1167 66.7841 66.0163 49.1993 66.7997 39.0271 33.0494 32.0519 31.2457 31.1399 30.9218 28.2916 22.7771 22.7708 22.5319 22.0819 21.6088 21.9332 21.2572
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.089885000000000007 0.094585000000000016 0.14960000000000004 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.40945500000000007 -0.013514999999999998 0.086920000000000011 0.086920000000000011 0.090100000000000013 0.066275000000000014 0.11588000000000001 -0.010424999999999999 0.40674500000000008 -0.0066899999999999989 0.091440000000000007 0.12266000000000001 -0.41942499999999994 0.095780000000000018 0.083065000000000014 0.095010000000000025 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 17 6 7 11 9 13 -5 16 19 -4 18 26 21 -3 22 -6 -15 -1 -9 -2 -20 -11 -16 28 -24 -22
right_child=1 2 8 10 12 -7 -8 14 -10 25 -12 -13 -14 20 15 -17 -18 -19 24 -21 29 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0081757192809857292 0.008120516058829472 0.0037611052542280898 0.0041047251747181818 0.0071024220075820389 0.0077636423717261918 0.0049108852126551012 0.0046713575947191551 0.0086652904988722967 0.0053736490004707461 0.0021964692132173708 0.0043850249987641299 0.0095903357755950224 0.0043140940441667988 0.0032360824814688396 0.0075083984753611978 0.005141534115249184 0.0075997758760584962 0.0053365348995732748 0.0057955586370260605 0.0059175644819134347 0.0028919927313843861 0.0065588601098302366 0.0074642770291094293 0.0063288945233127289 0.0074560178213591592 0.00058165652242058829 0.0067783107523006949 0.0088553155712431213 0.0087202380420258498 0.0011823886254538241
leaf_weight=905 54 190 59 34 44 41 25 80 22 27 63 59 26 41 234 34 407 32 26 33 21 25 269 20 49 52 134 31 32 52
leaf_count=905 54 190 59 34 44 41 25 80 22 27 63 59 26 41 234 34 407 32 26 33 21 25 269 20 49 52 134 31 32 52
internal_value=0 0.00416695 0.00373835 0.00762605 0.00472131 0.00772048 0.00777034 0.00780425 0.00257243 0.00232788 0.00533751 0.00803864 0.00630142 0.00287326 0.00743619 0.00706485 0.00797016 0.00398819 0.00774272 0.00697247 0.00223592 0.00813226 0.0078997 0.00763629 0.00688039 0.00113355 0.00724255 0.00771522 0.0075978 0.00167419
internal_weight=0 673 599 2448 325 2351 2310 2285 274 252 97 1396 103 173 889 402 1337 222 487 77 114 930 412 74 75 79 368 332 301 73
internal_count=3121 673 599 2448 325 2351 2310 2285 274 252 97 1396 103 173 889 402 1337 222 487 77 114 930 412 74 75 79 368 332 301 73
is_linear=0
shrinkage=0.00143414


Tree=447
num_leaves=31
num_cat=0
split_feature=1 52 3 4 39 2 11 50 41 48 15 12 3 12 15 15 47 151 1 52 2 1429 484 15 42 16 1 13 4 0
split_gain=316.435 66.0941 42.7837 35.8289 30.2348 24.0632 26.6268 24.0092 21.9533 21.5543 16.2882 15.9511 20.8112 19.3186 15.2722 17.3504 14.2172 14.0037 14.45 13.8382 13.7439 13.4651 23.3267 42.0142 13.3651 13.1047 12.1485 16.4019 11.8112 11.6089
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.087735000000000021 0.10060500000000001 1.0000000180025095e-35 0.10616500000000001 0.086565000000000017 -0.078514999999999988 -0.026084999999999994 0.085635000000000003 -0.087909999999999988 0.095780000000000018 -0.076244999999999993 -0.46743999999999997 0.078345000000000012 0.009020000000000002 0.085760000000000017 0.0060650000000000009 0.11093500000000002 0.084770000000000012 0.073690000000000019 -0.0072999999999999992 0.091545000000000015 -0.0073349999999999986 0.13604000000000002 -0.47860499999999995 -0.013514999999999998 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 17 9 -8 -3 14 12 -7 -13 15 -11 -6 21 -19 26 -12 -1 -23 -24 25 -17 -4 -28 -9 -15
right_child=1 2 19 -5 16 11 8 28 -10 10 20 13 -14 29 -16 24 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0061774699118204253 0.0061143076199269954 0.0069547015542480691 0.0020059150004940402 0.0018535915007564937 0.0019972827003226479 0.001485628631110795 0.0085023447586580134 0.0076664798828467292 0.0047274107323734132 0.0055067488499540599 0.0037129963674770662 0.0068592310993720318 0.0049635154001940367 0.0032596578675042351 0.0053362637678638592 0.003846235665195436 0.0043234131978007583 0.0056558388986673079 0.0025453017504008819 0.0030367090313851196 0.00049745753200766435 0.0064894249178883076 0.0061171824003785295 5.8520321766704063e-05 0.00049710033026040691 0.00095272101525389408 0.0015049835592362364 -0.0024817426256929223 0.0047261834996180606 0.0054187484686550949
leaf_weight=1678 90 20 36 22 140 23 81 25 20 32 25 96 81 30 56 88 34 48 23 36 31 50 26 22 21 20 21 22 33 191
leaf_count=1678 90 20 36 22 140 23 81 25 20 32 25 96 81 30 56 88 34 48 23 36 31 50 26 22 21 20 21 22 33 191
internal_value=0 0.00352523 0.00316114 0.00595237 0.0035516 0.00599043 0.00614161 0.0040968 0.00775483 0.00372133 0.00348445 0.00529091 0.00419437 0.00565065 0.00388483 0.00337999 0.00245181 0.0060534 0.0046482 0.00137862 0.00193297 0.00610957 0.00494699 0.0033403 0.00285242 0.0033104 0.000623029 -0.000534737 0.00599355 0.00512566
internal_weight=0 730 640 2391 525 2369 1948 351 101 293 273 421 104 317 217 161 174 1847 71 115 56 1776 98 48 129 108 79 43 58 221
internal_count=3121 730 640 2391 525 2369 1948 351 101 293 273 421 104 317 217 161 174 1847 71 115 56 1776 98 48 129 108 79 43 58 221
is_linear=0
shrinkage=0.00322668


Tree=448
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 2 1 1 4 1 159 14 0 150 1 43 43 148 0 13 2 12 52 475 52 3 43
split_gain=2712.86 334.105 306.962 244.406 184.861 130.98 120.149 107.588 83.8691 80.5813 61.7487 58.4368 95.3328 58.3845 47.9054 43.9824 41.9472 39.7706 31.1396 30.3461 29.7326 28.8133 29.8389 28.6684 27.6125 26.5449 25.9726 29.8646 23.7786 23.3776
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.36766000000000004 0.091265000000000013 0.13075500000000004 0.14285500000000004 0.14285500000000004 0.077845000000000011 0.088770000000000016 -0.013514999999999998 0.086920000000000011 0.078675000000000009 0.062655000000000016 -0.066689999999999985 1.0000000180025095e-35 0.15471500000000002 -0.040344999999999992 -0.079914999999999986 -0.043434999999999994 -0.097274999999999986 -0.10278499999999999 0.085730000000000015 0.090285000000000018 -0.52606999999999993 -0.088274999999999978 0.40674500000000008 0.13524500000000003 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 5 10 20 13 11 -4 14 21 24 16 26 23 18 -8 -5 -11 -3 -7 -23 -12 -13 -2 -1 -28 -20 -24
right_child=1 6 9 7 -6 8 17 -9 -10 19 15 12 -14 -15 -16 -17 -18 -19 28 -21 -22 22 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0067274642332668753 0.0082290859973614162 0.0017103518263344921 0.0072389203269667144 0.0040610325553942228 0.0043301842443982204 0.0093455429315815446 0.001776689620590408 0.0015164648247999743 0.0048211469271003437 0.0046178792718410411 0.0076564854562634977 0.0076984540586594596 0.0042141636146450006 0.0027522927896005234 0.0095703842664207357 0.0052813681683663884 0.0035708943244015952 -0.000217256276120019 0.0073576536742230251 0.002371821240948068 0.0037966511161759259 0.0060187611374745188 0.0078460897662085138 0.00563224997647259 0.0066984677406912961 0.0063514227954829172 0.0081672985834143359 0.0063539835737093193 0.0052196248575983022 0.0066953950392049464
leaf_weight=37 28 22 28 23 45 26 116 45 39 61 315 117 35 43 61 25 38 35 29 22 111 31 346 20 203 73 1040 25 27 55
leaf_count=37 28 22 28 23 45 26 116 45 39 61 315 117 35 43 61 25 38 35 29 22 111 31 346 20 203 73 1040 25 27 55
internal_value=0 0.00359594 0.00749981 0.0047845 0.00762209 0.00768447 0.00231531 0.00375604 0.0071697 0.00483388 0.00797244 0.00728237 0.00678311 0.00438593 0.0081561 0.00737909 0.00498632 0.00131452 0.00566716 0.00402254 0.00345155 0.00766934 0.00756846 0.00753564 0.00706409 0.00687196 0.00807782 0.00812473 0.00632682 0.00768826
internal_weight=0 590 2531 306 2420 2375 284 205 852 111 1523 813 355 160 1163 360 117 151 79 83 133 458 432 335 320 101 1102 1065 56 401
internal_count=3121 590 2531 306 2420 2375 284 205 852 111 1523 813 355 160 1163 360 117 151 79 83 133 458 432 335 320 101 1102 1065 56 401
is_linear=0
shrinkage=0.00163948


Tree=449
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 150 2 49 4 2 1 1 12 1 1 1 4 15 0 16 50 2 15
split_gain=5578.93 906.457 470.825 382.289 319.407 276.04 214.407 165.337 160.005 143.623 136.679 94.4396 88.8353 87.6 84.5559 71.9391 70.5153 55.1598 51.313 51.1788 47.4698 42.0845 40.4515 40.1931 36.5496 69.2477 41.5146 36.1584 35.0865 33.6929
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10855000000000002 0.09253500000000002 0.13501500000000002 0.089625000000000024 1.0000000180025095e-35 0.090425000000000019 -0.054984999999999992 -0.04890499999999999 -1.0000000180025095e-35 0.16175000000000003 0.12000500000000001 0.08815000000000002 0.13075500000000004 0.13265500000000002 0.076935000000000017 -0.50940999999999981 -0.15914499999999995 -0.10836499999999999 -0.11676499999999999 0.041865000000000006 1.0000000180025095e-35 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 18 11 28 -4 12 19 22 16 -2 -10 -13 27 -3 23 -5 -17 -7 -1 -25 26 -26 29 -8 -6
right_child=1 4 9 20 17 10 8 -9 15 -11 -12 13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.010684936894283303 0.0054958564946866652 0.0037854085891389677 0.0078586389849381634 0.0049332691825186917 0.0020982663201146515 0.0078955234018407514 0.0072535194716626611 0.01061003804478961 0.006146463011662699 0.0046796791984904827 0.0057459920782621044 0.0064272633105840254 0.0057796569311171506 0.0058802955173574553 0.0081031746008711925 0.0039588393722074962 0.008505822487773566 -0.00025360390577155789 0.0018192690719191608 0.0085886383797230195 0.0028590014622418194 0.0020903394968013775 0.0088403522293189936 0.010531528689076126 0.0089504722518920013 0.0090779758597972077 0.0069500413527503295 0.0032639594890456025 0.0054604411065705648 0.00015379218296297391
leaf_weight=23 23 30 34 60 45 300 30 76 21 63 48 28 27 25 121 126 269 21 66 610 24 22 92 24 27 762 40 25 39 20
leaf_count=23 23 30 34 60 45 300 30 76 21 63 48 28 27 25 121 126 269 21 66 610 24 22 92 24 27 762 40 25 39 20
internal_value=0 0.00443291 0.00848525 0.00645395 0.0033974 0.00859629 0.00400621 0.00880895 0.0046405 0.00579395 0.00773839 0.00873324 0.00796664 0.00812123 0.00768673 0.00398744 0.00830986 0.00156551 0.00243369 0.00886586 0.00434062 0.00368109 0.00811727 0.0090589 0.00901505 0.00897115 0.00775619 0.00198996 0.00624004 0.00149997
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 1808 419 322 144 169 297 111 96 1486 84 148 392 876 853 829 67 90 69 65
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 1808 419 322 144 169 297 111 96 1486 84 148 392 876 853 829 67 90 69 65
is_linear=0
shrinkage=0.00124651


Tree=450
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 14 2 2 4 4 1 15 2 1 1429 1 0 52 47 1 12 50 51 3 16 131
split_gain=5183.24 822.654 506.693 429.244 299.109 245.834 162.656 143.199 143.047 123.111 110.598 104.84 87.9866 83.6887 140.687 95.7524 79.8875 56.6452 79.8623 51.7705 54.5183 45.1156 43.2357 38.3527 32.0323 31.6836 78.4803 31.153 30.3789 30.1812
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.10672500000000001 0.14753000000000002 0.27834500000000006 -0.013125 0.086920000000000011 -0.15914499999999995 -0.090999999999999984 0.080270000000000022 0.084690000000000015 0.075045000000000014 -0.046359999999999991 0.31359500000000001 0.090100000000000013 0.11829500000000003 0.092550000000000007 0.081075000000000022 0.0053700000000000006 -0.010424999999999999 0.13751500000000003 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 9 13 11 -5 16 23 12 -4 19 24 -16 -1 21 25 20 -7 -18 -3 -6 -15 26 -19 -14 -22 -2
right_child=1 2 7 8 10 6 -8 -9 -10 -11 -12 -13 27 14 15 -17 17 18 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052263501649229844 0.0078111122504456896 0.0030369636881543223 0.0035955831157568866 0.0066512331721909727 0.0069608640248650065 0.0071781390564928512 0.0044439743399945818 0.003994580128986399 0.0036690025455296408 0.0091281868728561727 0.0036999700787248933 0.00049113424985598969 0.0023887348136268794 0.0071084014088007557 0.0062205484954543488 0.0027225992579385282 0.0076967772329018698 0.0072001186179243915 0.0048660625291788006 0.0078738680005429173 0.0047647233210538868 0.0062589399308163743 0.0044894002015552388 0.0050565798306313609 0.0063592678949569671 0.0075420661445190825 0.0051394755061415429 0.0011091881970649523 0.0065261693745036348 0.0062253792232496294
leaf_weight=22 45 191 40 34 53 263 41 37 63 62 28 87 41 140 21 22 894 203 20 111 20 31 33 20 178 253 29 72 41 26
leaf_count=22 45 191 40 34 53 263 41 37 63 62 28 87 41 140 21 22 894 203 20 111 20 31 33 20 178 253 29 72 41 26
internal_value=0 0.00345821 0.00301332 0.00712985 0.00400574 0.00722951 0.00671992 0.00184892 0.00471432 0.00751123 0.00567977 0.00151813 0.00210211 0.00683715 0.0064201 0.0044309 0.00744219 0.00747628 0.00716066 0.00718326 0.00694666 0.00764859 0.00325094 0.00643914 0.00668908 0.00725528 0.00694254 0.00157345 0.00594865 0.00723042
internal_weight=0 673 602 2448 325 2351 837 277 97 1514 101 240 153 796 361 43 1452 1430 505 435 324 925 224 73 318 485 232 113 61 71
internal_count=3121 673 602 2448 325 2351 837 277 97 1514 101 240 153 796 361 43 1452 1430 505 435 324 925 224 73 318 485 232 113 61 71
is_linear=0
shrinkage=0.00117172


Tree=451
num_leaves=31
num_cat=0
split_feature=1 52 2 4 12 2 96 50 2 124 133 13 14 4 12 12 11 124 159 11 11 4 1 43 159 0 2 484 158 130
split_gain=359.355 74.2673 46.803 36.2342 29.7961 27.3284 20.694 18.5571 15.7694 15.4537 14.4134 21.6032 17.5431 14.3402 14.1357 13.8682 13.8339 13.6781 13.5905 13.4815 19.8227 15.2941 24.4238 15.8575 13.351 12.4839 12.2936 11.6395 11.585 11.467
threshold=0.10312500000000001 -0.40967499999999996 0.13754500000000003 0.40124500000000002 0.088105000000000003 0.091265000000000013 0.088850000000000026 0.041865000000000006 0.15109000000000003 -0.076779999999999987 0.089200000000000015 -0.061684999999999997 -0.46413499999999996 0.0049200000000000008 0.10016000000000001 0.11734000000000001 0.080455000000000013 -0.083859999999999976 0.03981500000000001 0.08776500000000001 1.0000000180025095e-35 -0.013125 0.086920000000000011 -1.0000000180025095e-35 0.089270000000000016 -0.091069999999999984 0.17760500000000004 0.090150000000000022 0.094245000000000009 -0.054924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 16 10 24 9 -7 12 -12 -3 -6 -15 -16 17 -1 19 20 21 23 27 -11 26 -20 -4 -23 -27 -14
right_child=1 2 7 -5 13 8 -8 -9 -10 18 11 -13 29 14 15 -17 -18 -19 25 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0043614275199621057 0.0069050646477799883 0.0071591164001741049 0.0011652397848420691 0.0022190433417332367 0.0074351474583983527 0.0045150940709825522 -2.3234333680394328e-05 0.003897623015172773 0.0032420896489765518 0.0074345580443656595 0.0044086305470732428 -0.00066461404113463964 0.0012224131691848613 0.0063686786140267912 0.0024489358683170842 0.0058031819148670095 0.0093195438171245516 0.0070502606538547794 0.009396871918003067 0.0034215735851898773 0.0090337604787085815 0.0056592793871181471 0.002123630055253671 0.0058802694072737638 0.0024825359405242931 0.0081445533694581781 -0.0020098312660884552 0.0080740677090213944 0.0054017712904735503 0.0039457771557640841
leaf_weight=24 90 20 45 22 33 54 20 40 21 182 20 22 21 42 40 25 33 1465 34 20 33 226 23 149 51 40 23 28 37 238
leaf_count=24 90 20 45 22 33 54 20 40 21 182 20 22 21 42 40 25 33 1465 34 20 33 226 23 149 51 40 23 28 37 238
internal_value=0 0.00390013 0.00347756 0.00673209 0.00402685 0.006774 0.00346344 0.00181587 0.00626535 0.00634221 0.00368068 0.00175122 0.00397114 0.00539915 0.00477123 0.00373903 0.00705706 0.00700692 0.00647001 0.00627793 0.00636705 0.00622231 0.0056098 0.00673489 0.00111613 0.00761389 9.13187e-05 0.00592548 0.00682659 0.00372496
internal_weight=0 730 640 2391 481 2369 341 159 847 826 321 42 279 140 107 65 1522 1489 772 661 641 608 277 331 119 111 68 254 77 259
internal_count=3121 730 640 2391 481 2369 341 159 847 826 321 42 279 140 107 65 1522 1489 772 661 641 608 277 331 119 111 68 254 77 259
is_linear=0
shrinkage=0.00353288


Tree=452
num_leaves=31
num_cat=0
split_feature=1 12 1 3 4 15 4 47 16 2 132 394 0 3 40 1420 457 13 48 3 14 3 48 160 47 1 0 50 43 4
split_gain=293.197 76.5517 40.9287 26.9559 23.0002 22.9705 20.142 19.8299 22.0217 18.5018 17.8225 16.8242 16.7922 17.0751 16.2448 15.637 15.5305 20.3871 16.1123 24.8091 15.5121 14.6187 14.5658 16.2123 14.4232 14.376 21.2685 12.7634 11.3591 10.9463
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.053180000000000012 0.035560000000000008 0.41379000000000005 0.080455000000000013 -0.29154999999999992 0.14530500000000005 0.10365500000000001 -0.078674999999999981 -0.085669999999999982 -0.045649999999999989 -0.065969999999999987 -0.083279999999999979 0.29113500000000009 -0.0044799999999999987 -1.0000000180025095e-35 -0.0025099999999999996 -0.46166999999999997 -0.15447499999999995 0.093265000000000015 -0.059339999999999997 0.077555000000000013 0.08844500000000001 -0.092759999999999995 0.10803500000000001 -0.50216499999999986 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 6 12 7 9 11 -9 14 -5 -4 21 15 -2 -14 17 -13 -19 -20 -8 -3 28 -24 29 27 -27 -23 -17 -1
right_child=3 4 5 10 -6 -7 20 8 -10 -11 -12 16 13 -15 -16 22 -18 18 19 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.006471574180987566 0.0023141867030669668 0.0085662597345988328 0.00016198376614687802 -2.6828068999026901e-05 0.0050290080462608699 0.0064669592470334332 0.0046494431179541322 0.0024435800406648043 0.0068416991290466854 0.0013328829745747829 0.0031835533432848628 0.0027155614548241939 0.0082825501875259805 0.0027940206243963141 0.0053400357138666185 0.008061446246667537 0.00074382329791674109 0.0027040161833040356 0.0026777206188473928 0.0069281577230463761 0.0015195411695052513 0.0067570831616233472 0.0016934495111589495 0.0054357853614424613 0.0079926122922218002 0.0019270681593912824 0.0062887345166067286 0.0052278753401268137 0.0058640952486581502 0.0046905133672747613
leaf_weight=66 28 38 20 71 283 35 22 20 39 26 28 119 31 21 78 28 23 31 23 52 112 481 20 41 29 20 37 73 1124 102
leaf_count=66 28 38 20 71 283 35 22 20 39 26 28 119 31 21 78 28 23 31 23 52 112 481 20 41 29 20 37 73 1124 102
internal_value=0 0.00564929 0.00452336 0.00239914 0.00593577 0.00384314 0.0029641 0.0035623 0.00535081 0.0039089 0.000881159 0.00316857 0.00606984 0.00584121 0.00454075 0.00589265 0.00341103 0.00368368 0.00477053 0.00562469 0.00203341 0.00651546 0.00583157 0.00420879 0.00577331 0.00638792 0.00475833 0.00655558 0.0059175 0.00539022
internal_weight=0 2756 559 365 2197 362 266 327 59 132 99 268 1914 1265 106 1244 248 225 106 75 134 649 1213 61 197 611 57 554 1152 168
internal_count=3121 2756 559 365 2197 362 266 327 59 132 99 268 1914 1265 106 1244 248 225 106 75 134 649 1213 61 197 611 57 554 1152 168
is_linear=0
shrinkage=0.00340771


Tree=453
num_leaves=31
num_cat=0
split_feature=1 12 1 3 4 15 3 1 47 16 49 42 12 0 394 1375 133 42 3 50 16 51 51 151 471 47 3 160 1447 151
split_gain=237.489 62.0069 33.1522 21.8343 18.6301 18.6061 17.2229 19.1278 16.0622 17.8376 15.1332 14.6011 14.5545 14.3071 13.6276 12.7204 15.9698 18.0469 11.9729 15.2896 13.7053 14.3331 13.535 12.9149 13.3519 11.6828 11.6555 11.5469 10.942 10.4575
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.053180000000000012 0.035560000000000008 0.076840000000000006 0.13146500000000003 0.080455000000000013 -0.29154999999999992 0.13725000000000001 0.11275500000000001 -0.42850999999999995 -0.064754999999999993 -0.078674999999999981 -0.096099999999999977 0.087495000000000003 0.09112000000000002 -0.13309499999999996 0.095140000000000016 0.013515000000000001 0.14122000000000004 0.082455000000000014 -0.085489999999999997 1.0000000180025095e-35 0.077555000000000013 0.31299000000000005 1.0000000180025095e-35 -0.075484999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 6 11 8 7 -2 14 -10 -8 18 -5 -9 -4 -16 17 26 19 22 21 -20 27 -22 -25 -1 -17 -3 -6 -30
right_child=3 4 5 12 28 -7 10 13 9 -11 -12 -13 -14 -15 15 16 -18 -19 20 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0045294488101883237 0.003081548620379921 0.0056188033530952712 0.00013611646089245301 0.0024272220056707119 0.0064357332548391107 0.0054342463128462344 0.0054373447623771443 -0.00058323599700030055 0.0020533632070456262 0.005749143828702695 0.0019299017579708607 0.0041804370122674912 -0.00014186792807792175 0.0019159159723789927 0.00049720537059490927 0.0042030949054113241 0.0012326300476604875 0.0010091929246322808 0.0052916332140302271 0.0084527330160440173 0.0063176639941415081 0.0031352465673227057 0.0036162032436925754 0.0039400307253292001 0.0060289112716247015 0.0067162669598835123 0.0017118988203945788 0.0081559698812080066 0.0038660620466030382 0.0062599329767821328
leaf_weight=168 102 104 20 34 21 35 33 33 20 39 20 160 65 78 21 140 39 26 1254 22 34 32 28 222 36 29 22 22 242 20
leaf_count=168 102 104 20 34 21 35 33 33 20 39 20 160 65 78 21 140 39 26 1254 22 34 32 28 222 36 29 22 22 242 20
internal_value=0 0.00474715 0.00380102 0.00201602 0.00498788 0.00322943 0.00249076 0.00208691 0.00299344 0.00449634 0.00411378 0.00510054 0.000740446 0.00117292 0.00266258 0.00286632 0.00308549 0.00346986 0.00518447 0.00597159 0.00509668 0.00523798 0.00561715 0.00447441 0.0042315 0.00485137 0.00386478 0.0060618 0.00422592 0.0040488
internal_weight=0 2756 559 365 2197 362 266 213 327 59 53 1914 99 111 268 248 227 188 1754 176 1578 1286 154 292 258 197 162 126 283 262
internal_count=3121 2756 559 365 2197 362 266 213 327 59 53 1914 99 111 268 248 227 188 1754 176 1578 1286 154 292 258 197 162 126 283 262
is_linear=0
shrinkage=0.0031817


Tree=454
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 2 1 3 3 1 132 0 457 1 12 4 47 151 2 12 4 2 157 16 2 48
split_gain=3848.9 616.543 401.33 331.869 237.053 206.924 135.201 110.94 108.311 100.351 96.3797 71.3295 95.4903 68.8109 67.5145 64.1527 55.8587 47.4429 43.562 55.4094 38.2569 37.9622 36.2503 33.2411 30.2863 30.1031 30.0486 28.2362 27.7525 25.5322
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.14122000000000004 0.11474000000000002 0.092845000000000025 0.31370500000000007 0.076840000000000006 0.089625000000000024 0.10365500000000001 -0.10607499999999999 0.080930000000000016 0.14754500000000001 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -1.0000000180025095e-35 0.13501500000000002 0.095780000000000018 -0.0070899999999999991 0.087675000000000017 -0.069619999999999987 0.22339500000000004 -1.0000000180025095e-35 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 -4 16 24 -5 12 21 18 17 -15 23 -13 19 -1 -3 -9 -23 29 -6 -21 -20 -28 -17 -7
right_child=1 2 7 10 9 8 -8 11 -10 -11 -12 14 -14 15 -16 28 -18 -19 26 25 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011480383433070221 0.0087541113423173847 0.0043590712311849626 0.0058955966068988579 0.0079390442159573294 0.0095379287651867692 0.008973584330727034 0.010877213443905466 0.0044384006223379862 0.0057098638939435996 0.0046926176549288694 0.0049850990335472915 0.0017675207624995967 0.0054737147859145845 0.0066483360788363614 0.0035315517981497676 0.0071444632684685514 0.00582261962457741 -0.00098422002979559075 0.0069664383900703061 0.0093423558137570133 0.0060375097530494604 0.0031937037989910495 0.001507422699182311 0.007879742188433082 0.0075108767090328989 0.0088484654690897651 0.0088764771754697852 0.0073879181531534459 0.0087315463805901772 0.0075204770141928763
leaf_weight=22 74 191 26 37 21 152 79 23 41 24 60 37 34 40 28 25 20 20 21 750 33 56 50 196 56 388 295 29 263 30
leaf_count=22 74 191 26 37 21 152 79 23 41 24 60 37 34 40 28 25 20 20 21 750 33 56 50 196 56 388 295 29 263 30
internal_value=0 0.00483424 0.00434998 0.00872113 0.00543184 0.00882878 0.00903341 0.00306676 0.00793755 0.00726266 0.00611186 0.00277018 0.00332766 0.00895395 0.00170114 0.00835653 0.00816704 0.000801998 0.00908415 0.00921771 0.00460634 0.00276203 0.00239829 0.00829108 0.00806371 0.00917396 0.00863509 0.00874324 0.00859378 0.00873406
internal_weight=0 673 599 2448 325 2351 1912 274 439 101 97 248 163 1833 85 328 398 57 1505 1160 224 129 106 378 77 1138 345 324 288 182
internal_count=3121 673 599 2448 325 2351 1912 274 439 101 97 248 163 1833 85 328 398 57 1505 1160 224 129 106 378 77 1138 345 324 288 182
is_linear=0
shrinkage=0.00143946


Tree=455
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 10 2 2 15 3 3 3 1209 393 14 159 40 13 0 3 483 16 123 148 133 13 2 1 124 9
split_gain=218.831 52.1646 29.7671 36.8861 26.5269 19.6033 18.8484 18.4687 16.7128 20.4207 18.5727 15.0319 14.6903 14.485 13.5992 13.0574 16.4193 14.0443 16.3845 33.6659 13.1044 12.2499 12.1485 12.6968 12.0857 11.701 9.84588 9.30167 9.19309 10.5925
threshold=0.10337500000000001 -0.066704999999999987 0.14262000000000002 0.081930000000000017 0.40124500000000002 -0.062879999999999978 0.11411 0.14122000000000004 0.040760000000000005 -0.15327499999999997 0.10299500000000002 -0.053259999999999995 0.091045000000000001 0.086030000000000009 0.08104500000000002 0.082585000000000006 -0.081174999999999983 -0.077799999999999994 0.12358500000000001 -0.15327499999999997 -0.079829999999999984 0.052820000000000013 0.11679000000000002 -0.066239999999999979 -1.0000000180025095e-35 0.0076650000000000008 0.087675000000000017 0.088975000000000012 -0.087144999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 22 7 -4 -2 8 10 -10 12 24 13 14 15 16 -1 20 19 -19 -18 -8 23 -3 25 -11 -21 -28 -25 -30
right_child=1 2 5 -5 -6 -7 21 -9 9 11 -12 -13 -14 -15 -16 -17 17 18 -20 26 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=0.0031660115401985728 0.0053296609847223756 0.00089767299625176302 -0.0024464012992697335 0.0078972241348205692 0.0014491753423007195 0.0015429567516590296 0.0021038195324383328 0.0030854548280489715 0.0084500352462889179 0.0062902474026281449 0.0029370233068349728 0.0079883613341307259 0.0024504184844040826 0.0025289510647615457 0.0084350328638244463 0.0062775269376048517 0.0078682708636546601 0.00041026361426135696 0.0075224956464715288 0.0059537840568542498 0.0056502913980807012 0.0055368528790567641 -0.00014866428099618857 0.0049155924420855018 0.0053230299698415222 0.0039576016483711188 0.0048270946471334628 0.0024744520443929141 0.00089606606304984469 0.0031592718782273575
leaf_weight=49 163 41 22 20 22 79 53 41 44 491 44 44 23 23 22 224 41 24 31 104 403 20 20 35 473 32 242 26 33 232
leaf_count=49 163 41 22 20 22 79 53 41 44 491 44 44 23 23 22 224 41 24 31 104 403 20 20 35 473 32 242 26 33 232
internal_value=0 0.00318299 0.00247804 0.00295628 0.0055346 0.000673988 0.00462277 0.00557235 0.00561592 0.00595594 0.00532247 0.00585042 0.00540907 0.0054663 0.00552424 0.00546827 0.00527123 0.00538966 0.00490569 0.00470084 0.0058551 0.00304438 0.00268254 0.0028486 0.00575597 0.00614752 0.00497765 0.00459885 0.00311522 0.00287744
internal_weight=0 718 482 381 2403 101 236 2381 2340 1084 1256 1040 1212 1189 1166 1144 920 871 427 396 444 73 361 341 996 523 372 268 300 265
internal_count=3121 718 482 381 2403 101 236 2381 2340 1084 1256 1040 1212 1189 1166 1144 920 871 427 396 444 73 361 341 996 523 372 268 300 265
is_linear=0
shrinkage=0.00373768


Tree=456
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 1 2 4 12 4 2 2 52 47 4 475 1 52 52 16 1 51 16 0
split_gain=4032.45 668.381 419.766 306.532 271.804 191.351 120.08 110.505 104.394 102.029 76.851 72.977 80.7434 55.0909 51.0837 49.3572 47.9983 47.2885 54.028 41.5107 68.9816 39.2882 36.8602 35.2102 50.3944 38.832 36.4245 32.4464 32.1974 30.6573
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.17025000000000004 0.089625000000000024 0.090425000000000019 0.40124500000000002 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 0.14122000000000004 0.13140000000000004 0.090100000000000013 0.41555500000000006 -0.066784999999999983 0.13075500000000004 0.039215000000000007 -0.12647999999999995 0.19444000000000003 0.086560000000000012 -0.085989999999999997 0.023255000000000001 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 -6 11 -5 21 13 14 16 -4 15 -1 -13 18 19 22 -21 -7 27 24 -23 -25 -26 -3 -29 -16
right_child=1 2 10 8 6 9 -8 -9 -10 -11 -12 12 -14 -15 29 -17 -18 -19 -20 20 -22 23 -24 25 26 -27 -28 28 -30 -31
leaf_value=0.010494101101100805 0.0080427236273177393 0.0023177869678389206 0.0038476788119167255 0.0074797383047670134 0.0070575334585678169 0.0084894935727734856 0.0042293173621441582 0.0098445547440898576 0.0045254056377279032 0.0051828368199584593 0.00059030056246810007 0.0060406330951189363 0.0052634900806612823 0.0019526083671933142 0.007974745162952851 0.008403740882981495 0.0079635859803725978 0.0022395169580269421 0.0058935080636588078 0.0064876948539370535 0.0031214005376970595 0.00755260472470759 0.0021187516400004497 0.0080315089527627018 0.0066326355671328246 0.0060997484975915612 0.0045685040031336124 0.0037540407332420558 0.0054815109152294463 0.0065838470966304262
leaf_weight=21 76 24 42 34 87 59 40 76 61 39 49 26 25 84 301 1132 267 31 25 25 20 105 28 139 71 22 20 137 23 32
leaf_count=21 76 24 42 34 87 59 40 76 61 39 49 26 25 84 301 1132 267 31 25 25 20 105 28 139 71 22 20 137 23 32
internal_value=0 0.00426293 0.00379583 0.00796167 0.00449975 0.00805846 0.00616676 0.00824872 0.00558275 0.0072723 0.00202598 0.00818149 0.00759409 0.0025843 0.0083072 0.00844181 0.00779295 0.00382337 0.00399748 0.00381304 0.00499156 0.00746819 0.00356288 0.0072994 0.00691485 0.00776754 0.00617898 0.00378264 0.00400236 0.00784109
internal_weight=0 691 615 2430 440 2335 127 1880 95 455 175 1804 318 126 1486 1153 293 313 282 257 45 416 212 357 196 161 91 184 160 333
internal_count=3121 691 615 2430 440 2335 127 1880 95 455 175 1804 318 126 1486 1153 293 313 282 257 45 416 212 357 196 161 91 184 160 333
is_linear=0
shrinkage=0.00135103


Tree=457
num_leaves=31
num_cat=0
split_feature=1 12 44 1 51 1 4 12 52 2 133 0 0 49 157 148 124 16 41 1454 1 42 475 156 3 15 51 48 43 403
split_gain=206.358 53.5671 29.1533 29.5006 19.2796 24.6876 17.4299 14.6953 14.5607 13.8114 13.9888 14.3854 14.5393 12.4436 12.2997 12.0101 11.7327 11.4349 10.5077 13.7803 10.9769 11.1723 10.284 11.923 10.2444 11.7316 17.283 15.7406 11.1746 9.19148
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 -0.40274499999999996 0.16773500000000005 0.40124500000000002 0.086305000000000007 0.19022000000000003 0.10912000000000001 0.087035000000000015 -0.14454499999999995 -0.030209999999999997 -0.066019999999999981 -0.013144999999999999 -0.066239999999999979 -0.072314999999999977 -0.071854999999999988 0.075585000000000013 0.083100000000000021 0.083135000000000014 0.082250000000000004 -0.060699999999999997 0.083310000000000009 -0.20241999999999996 -0.079249999999999987 -0.17083999999999996 0.091545000000000015 -0.012394999999999998 0.089965000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 22 -2 8 7 18 15 10 11 13 16 -5 -11 -6 -13 -9 19 20 -3 -22 -1 -24 -19 26 -26 29 -28 -27
right_child=4 6 -4 9 5 -7 -8 17 -10 14 -12 12 -14 -15 -16 -17 -18 24 -20 -21 21 -23 23 -25 25 27 28 -29 -30 -31
leaf_value=0.0025742196000118032 0.0051107094185572086 0.0058190064799897153 0.0074254462172895956 0.0046661380558761902 -0.00054625428035526226 -0.0019107357281811133 0.0027417964056554588 0.0053077262641169458 0.0049209200250123477 -0.00040664439953849724 0.001749662491452939 0.0042236180901793329 0.0034603524803788564 0.0017393447468702667 0.0026359936144935308 0.0020726605409636832 0.0074861731416151385 0.0060847527271018498 0.0072540782212265247 0.0029983547452734154 0.0021727251022907808 0.0058392480379658449 0.0046949792120741327 0.0071418033959113883 0.0085353271696234061 0.0044027764486939229 0.0055580902463965159 0.002188189410359176 0.0031999236603980625 0.0062560569187991594
leaf_weight=22 24 437 28 30 24 21 38 770 21 20 41 24 48 47 103 275 33 63 48 26 22 20 132 31 20 536 109 39 33 36
leaf_count=22 24 437 28 30 24 21 38 770 21 20 41 24 48 47 103 275 33 63 48 26 22 20 132 31 20 536 109 39 33 36
internal_value=0 0.00487581 0.00389451 0.00370832 0.00203491 0.00181843 0.00512549 0.00516745 0.00206316 0.00309639 0.00362322 0.00404528 0.00490007 0.00287965 0.00214126 0.00186245 0.00611247 0.00499556 0.00566663 0.00551574 0.00565238 0.00391869 0.00485279 0.00516033 0.00470804 0.00459584 0.00544528 0.00437061 0.00501007 0.00451942
internal_weight=0 2756 559 531 365 341 2197 2159 320 346 223 182 105 77 123 299 57 1606 553 505 479 42 185 163 836 773 162 611 142 572
internal_count=3121 2756 559 531 365 341 2197 2159 320 346 223 182 105 77 123 299 57 1606 553 505 479 42 185 163 836 773 162 611 142 572
is_linear=0
shrinkage=0.00355046


Tree=458
num_leaves=31
num_cat=0
split_feature=1 12 1456 97 1375 3 43 43 10 10 2 9 13 4 4 160 15 4 0 4 41 11 2 15 11 43 0 3 47 49
split_gain=167.15 43.3894 23.6894 19.4106 23.8705 19.7085 23.1743 17.8629 17.3663 16.6956 20.0018 16.1186 15.945 14.2687 14.2604 12.5932 12.1284 12.7097 11.9604 11.5822 11.0424 16.4711 23.2659 15.2439 15.7798 10.9109 19.7492 14.2708 10.3075 10.2686
threshold=0.11829500000000003 0.051320000000000005 -0.077604999999999993 -0.0047149999999999996 -0.27302499999999996 0.12178000000000001 -0.077604999999999993 -0.11720999999999999 -0.062879999999999978 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.043850000000000007 0.033845000000000007 -0.04890499999999999 -0.091944999999999985 -0.41942499999999994 0.51303500000000013 -0.052984999999999997 0.50996500000000011 0.088820000000000024 1.0000000180025095e-35 0.084515000000000021 0.040760000000000005 0.08326500000000002 0.07827000000000002 -0.10836499999999999 -0.10115999999999999 0.11518500000000002 -0.08130999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 18 10 11 -10 15 20 -12 -8 17 -16 -2 -11 21 -3 -23 24 -24 27 -27 -15 -13 -9
right_child=8 13 3 4 5 -7 12 29 9 19 14 28 -14 25 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0064832814665604678 0.001292751551373925 0.0046371114574930783 0.00084313433357940395 -0.00018757013401577848 0.0045753253186301066 0.001673329753431915 0.0068600078878925455 0.0036176373213890334 0.0012472892852412024 -0.0017186719002236762 0.0042057519688030974 0.0059024622200494568 0.0014785479695368896 0.0019632938183804793 0.0042999574514504951 0.0044603528481744585 0.00046465729576253295 0.0010886702132581934 -0.0019936432433742793 0.0017764132606726119 0.0022169807253918376 0.0089074898194861831 0.0017810233950091312 0.0077126825423393108 0.0053304740698450802 0.0077301440166925514 0.0036189644319532164 0.0040049318987805966 0.0030955078130969708 0.0010918412157422184
leaf_weight=31 37 1716 37 21 45 55 31 29 22 21 26 39 20 54 28 225 81 34 22 27 22 26 20 24 71 24 37 203 28 65
leaf_count=31 37 1716 37 21 45 55 31 29 22 21 26 39 20 54 28 225 81 34 22 27 22 26 20 24 71 24 37 203 28 65
internal_value=0 0.00436253 0.00348453 0.00330847 0.00349425 0.00365875 0.00392188 0.00274655 0.0018207 0.00215876 0.00251438 0.00386866 0.00451381 0.00458593 0.00180119 0.00475094 0.00136399 0.00253893 6.73162e-05 0.000247314 0.00470295 0.0047324 0.00589208 0.00521033 0.00455038 0.00389448 0.00523648 0.00357595 0.00472941 0.00187108
internal_weight=0 2756 559 528 491 470 415 139 365 306 258 89 276 2197 169 256 143 62 59 48 1879 1857 141 115 91 318 61 257 67 94
internal_count=3121 2756 559 528 491 470 415 139 365 306 258 89 276 2197 169 256 143 62 59 48 1879 1857 141 115 91 318 61 257 67 94
is_linear=0
shrinkage=0.00352966


Tree=459
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 2 14 2 4 2 11 1 4 47 15 1 3 49 15 10 133 3 11 1 133
split_gain=4234.1 670.435 416.435 355.27 250.821 192.658 181.073 142.664 135.826 119.562 108.155 97.5 82.4768 89.0773 64.5034 64.2491 55.5177 75.0172 46.544 46.4752 41.485 39.0619 32.1723 31.7933 36.8759 29.7022 45.7481 28.4586 27.8461 27.5201
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.094835000000000017 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.090100000000000013 -0.059484999999999989 0.091450000000000017 -0.010424999999999999 0.10084500000000002 -0.41942499999999994 -0.38124499999999995 0.047850000000000011 -0.11171999999999999 0.082485000000000017 0.11829500000000003 0.087415000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 18 6 9 14 12 11 28 20 13 -4 -1 16 22 -18 -3 -16 -5 -15 25 -14 -25 26 -11 -17 -6 -27
right_child=1 2 8 5 10 -7 -8 -9 -10 15 -12 -13 23 21 19 27 17 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.009353157170921899 0.0085208201566212404 0.0042183024507495594 0.0049575176516409641 0.0089027158254751174 0.0082054650857727156 0.0049779300438692461 0.0056950631947835437 0.0050489602119410332 0.0053980545202376396 0.0066147061348424347 0.0045272323077852157 0.010523115943036336 0.0027018780803014387 0.0036943006571401736 0.0078964774412329745 0.010539033561475527 0.0085350793400933243 0.0056184309765158185 0.0059154077861601744 0.0053530940417581266 0.0082544321055358482 0.002080744669312639 0.0076654607689515706 0.0022312490497249731 6.1305059172808387e-05 0.0096119755980060995 0.0082654704277535986 0.0088458200017970494 0.0063957859179231474 0.0084974345871715786
leaf_weight=26 71 191 40 1121 57 26 37 69 37 33 24 60 32 41 29 25 28 34 33 22 203 72 138 25 30 46 256 56 20 239
leaf_count=26 71 191 40 1121 57 26 37 69 37 33 24 60 32 41 29 25 28 34 33 22 203 72 138 25 30 46 256 56 20 239
internal_value=0 0.00468581 0.00423351 0.00842297 0.00524672 0.00854956 0.00859036 0.00642689 0.00304473 0.00863821 0.00697308 0.00887788 0.00268192 0.00326523 0.00766166 0.00825025 0.00813324 0.00693563 0.00446832 0.00679933 0.00880332 0.00266619 0.00823752 0.0016561 0.00104764 0.00837506 0.00807697 0.00936842 0.00773542 0.00867733
internal_weight=0 673 602 2448 325 2302 2276 146 277 2239 101 1384 240 153 77 855 774 62 224 51 1324 113 712 87 55 574 289 81 77 285
internal_count=3121 673 602 2448 325 2302 2276 146 277 2239 101 1384 240 153 77 855 774 62 224 51 1324 113 712 87 55 574 289 81 77 285
is_linear=0
shrinkage=0.00131955


Tree=460
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 2 2 4 2 52 49 1 2 47 1 0 13 3 13 52 4 150 12 48
split_gain=3514.8 617.182 371.109 264.308 211.214 185.105 143.978 123.371 112.034 107.319 88.4491 81.4139 67.6284 55.92 51.0081 41.6801 35.8728 33.3811 54.438 31.5911 29.7212 29.4385 28.4677 27.0147 26.3542 26.1446 25.9109 25.6478 24.6621 23.4166
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.14960000000000004 0.40945500000000007 0.094835000000000017 -0.56022499999999986 0.088340000000000016 0.089770000000000016 0.097845000000000015 0.090100000000000013 0.086920000000000011 -0.23091999999999999 -0.47860499999999995 -0.010424999999999999 -0.085384999999999975 0.40674500000000008 -0.0070899999999999991 0.11648500000000002 0.095780000000000018 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 19 6 8 14 11 12 26 20 13 29 -1 -13 -16 28 -19 21 25 -3 -14 -15 -24 -5 -6 -23 -17 -4
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 15 22 23 16 17 -18 18 -20 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079797489143238268 0.0073150600989408364 0.0044177095741561086 0.0041204973924885901 0.0076606177983676834 0.0076801072520670281 0.0029571050371078687 0.0045130590469845185 0.003802531445766629 0.0089127452747066807 0.0040684917278228276 0.0033146940662753485 0.0082397290697621157 0.0017735458505731231 0.002378325729637071 0.0043399914205491785 0.0071491524552437452 0.0066984603874029498 0.0040527826327379137 0.006837638397365029 0.0045665894841216649 0.0071569240804575315 0.003056394929500144 -0.0014313536615576038 0.00093882625581926966 0.00058551196638159729 0.0061930855603865914 0.005904543688502557 0.0013867613609418142 0.0066174049569697286 0.0021150151271730035
leaf_weight=28 76 28 28 902 23 20 37 64 86 37 24 45 22 41 24 413 28 22 39 33 394 151 20 72 37 25 58 21 303 20
leaf_count=28 76 28 28 902 23 20 37 64 86 37 24 45 22 41 24 413 28 22 39 33 394 151 20 72 37 25 58 21 303 20
internal_value=0 0.00350941 0.00303912 0.00712755 0.00403458 0.00724473 0.00728257 0.00526744 0.00732854 0.00182444 0.00570151 0.00726497 0.00147848 0.00200485 0.00643937 0.0069152 0.00560994 0.00683848 0.00583326 0.00328339 0.00748261 0.00307167 0.000405758 0.00146112 -0.00012216 0.00762104 0.00640872 0.00285254 0.00692413 0.00328488
internal_weight=0 691 615 2430 338 2286 2266 144 2229 277 105 2143 240 161 80 822 52 777 61 233 1321 200 79 113 57 927 81 172 716 48
internal_count=3121 691 615 2430 338 2286 2266 144 2229 277 105 2143 240 161 80 822 52 777 61 233 1321 200 79 113 57 927 81 172 716 48
is_linear=0
shrinkage=0.00141557


Tree=461
num_leaves=31
num_cat=0
split_feature=4 3 9 2 44 149 147 2 4 12 1 457 123 0 1 43 4 16 484 12 484 3 16 16 3 42 159 4 1 14
split_gain=183.607 56.8102 44.0361 28.7725 26.569 25.1062 23.2851 21.8113 19.3826 23.4407 20.4567 29.2927 18.2321 16.3498 14.7676 13.2821 14.2282 13.0665 13.118 14.1166 11.9545 11.5745 10.7091 10.3636 10.2149 11.0262 9.90985 9.7175 9.48423 9.15094
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.17025000000000004 0.081805000000000017 0.07770500000000001 0.094075000000000006 0.25063000000000007 -0.082249999999999976 0.11650500000000001 0.095695000000000016 0.060310000000000009 0.083855000000000013 -0.087519999999999987 0.12000500000000001 -0.50216499999999986 -0.50427999999999995 -0.27167499999999994 -0.077099999999999988 -1.0000000180025095e-35 0.085595000000000018 0.092670000000000016 -0.5224049999999999 -0.44310499999999992 0.092670000000000016 0.11387000000000001 0.082105000000000025 0.033845000000000007 0.10508500000000001 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 7 8 14 9 13 24 17 -1 -4 22 -15 21 -12 -19 -20 -18 -17 28 -24 25 -10 -3 -21 -2 -25
right_child=5 26 3 -5 -6 -7 -8 -9 10 -11 11 -13 -14 15 -16 16 20 18 19 27 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013549261797471959 -0.00050637684017463213 0.0030988241626629292 0.0074409781435473754 0.00072179072413463532 0.008589291111607323 0.0056497260267011299 0.0014207775295231289 -0.002097675569645005 0.0054012081386623726 0.0016066249562936411 0.0072848677020137939 0.00099402601499118176 0.0035465963985292031 0.0026821509414623316 0.0011470909861106301 0.0082115816221111637 0.005712783543962624 0.0069763862531838439 0.0020891253596529952 0.0052868839414829142 0.0030302582851002252 0.0050997017486980991 0.0054543818918865918 0.0045714774845227232 0.0030604166922771903 0.0042153374543453812 0.00020764614462887048 0.0032483100821088899 0.0027538693035112755 0.0010421762359747113
leaf_weight=21 21 38 102 22 38 28 25 22 1403 20 26 41 28 22 155 63 425 26 48 102 28 27 36 21 33 136 37 58 43 26
leaf_count=21 21 38 102 22 38 28 25 22 1403 20 26 41 28 22 155 63 425 26 48 102 28 27 36 21 33 136 37 58 43 26
internal_value=0 0.00508619 0.00518123 0.00525043 0.00528841 0.00203716 0.00523989 0.00172496 0.00527718 0.0058485 0.00506763 0.00411791 0.00144594 0.0059757 0.00200343 0.00571117 0.00583389 0.00461052 0.00431337 0.00398049 0.00554698 0.00727802 0.00290638 0.00384886 0.00524947 0.00529641 0.00167251 0.0045479 0.0016841 0.0026191
internal_weight=0 2769 2694 2645 2623 352 2585 324 2560 687 1873 301 49 667 302 565 543 260 234 208 453 90 147 83 1572 1539 75 160 64 47
internal_count=3121 2769 2694 2645 2623 352 2585 324 2560 687 1873 301 49 667 302 565 543 260 234 208 453 90 147 83 1572 1539 75 160 64 47
is_linear=0
shrinkage=0.00397652


Tree=462
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 149 4 1 147 457 2 12 14 43 4 96 51 49 2 160 15 16 16 41 482 43 1429 0 483 2
split_gain=148.722 46.416 36.9658 26.27 21.5209 20.336 19.5289 25.4943 32.9109 19.9303 17.6671 17.3522 16.9623 15.2141 13.1352 12.9796 12.8507 12.7977 12.1535 13.0984 19.5373 19.0909 11.4846 11.3784 10.5958 10.5557 15.21 12.4917 14.8831 11.8874
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.07770500000000001 -0.07168999999999999 0.08864000000000001 1.0000000180025095e-35 0.060310000000000009 0.25063000000000007 0.11650500000000001 0.062655000000000016 -0.50775499999999985 -0.50052499999999989 0.086715000000000014 -0.089344999999999994 -0.080089999999999981 0.11548000000000001 -0.077849999999999989 -0.41942499999999994 -0.5335399999999999 0.19444000000000003 0.08110500000000001 0.093960000000000016 -0.073404999999999984 0.084990000000000024 -0.11242999999999999 -0.06916499999999999 0.085855000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 10 11 25 9 -9 15 12 13 -5 22 18 -16 -11 19 -2 -21 -22 -15 24 -20 -8 27 29 -29 -27
right_child=5 -3 -4 4 -6 -7 7 8 -10 17 -12 -13 -14 14 16 -17 -18 -19 23 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0016265619962512034 0.0049552513733623271 -0.00010018295392850041 0.001517744023451343 0.001482563540388996 0.0070207030950141637 0.0046179652854649884 0.0046353620446724399 0.0038923998420946396 -0.00029762353390025843 0.00018448560698740605 -0.0017145951876294803 0.001313220943307856 0.0066256476799165112 0.0079747113650380317 0.0021068548809588662 -0.0011011961789742575 0.0045928545189532505 0.0034502315486781205 0.00029457175197063071 0.00011933656070363245 0.0016834313410718285 0.0057915333681844063 0.0052110794723798336 0.0037011580979893982 0.0029014415326393873 0.0075496787603121498 0.001270819542602349 0.0008927446807135193 0.0039674361880615355 0.0044577530418860312
leaf_weight=48 26 33 65 20 38 28 598 354 31 34 22 20 57 25 28 21 863 29 109 40 36 25 91 20 25 23 27 22 308 55
leaf_count=48 26 33 65 20 38 28 598 354 31 34 22 20 57 25 28 21 863 29 109 40 36 25 91 20 25 23 27 22 308 55
internal_value=0 0.00415735 0.0042087 0.00427418 0.00432263 0.00166513 0.00428297 0.00401195 0.00329244 0.00355933 0.00140995 0.00464654 0.00470804 0.00460161 0.00466356 0.00163756 0.00451473 0.00168777 0.00184224 0.00266931 0.00208084 0.00336708 0.00580669 0.00116018 0.000780928 0.004324 0.00389596 0.00406968 0.00376246 0.00536947
internal_weight=0 2769 2736 2671 2623 352 2585 1481 448 417 324 1104 1084 1027 1007 302 891 63 281 127 101 61 116 154 134 1033 435 408 330 78
internal_count=3121 2769 2736 2671 2623 352 2585 1481 448 417 324 1104 1084 1027 1007 302 891 63 281 127 101 61 116 154 134 1033 435 408 330 78
is_linear=0
shrinkage=0.00361147


Tree=463
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 1 150 4 2 40 50 12 4 475 15 1 2 4 1 0 1 157
split_gain=4087.45 630.751 320.715 296.904 221.307 218.412 148.694 138.036 115.892 105.067 104.436 62.973 82.5787 57.8773 54.8394 53.5627 48.3801 42.0281 40.2371 36.8794 38.8516 36.825 31.3228 30.9796 30.4828 27.9621 27.3072 33.9422 26.0314 24.865
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.10613000000000002 0.09253500000000002 0.089770000000000016 0.090425000000000019 0.12337000000000002 1.0000000180025095e-35 -0.15289999999999995 -0.0091949999999999983 -0.077714999999999992 0.041865000000000006 0.09141500000000001 -0.51843499999999987 -0.079029999999999975 -0.087894999999999987 0.13265500000000002 0.11411 -0.036839999999999991 0.14000500000000002 -0.092404999999999973 0.12958500000000003 -0.069619999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 11 14 28 -4 19 16 25 21 -11 -13 -3 22 20 -1 -7 26 -17 -5 -2 -6 -28 -8 -21
right_child=1 4 10 24 18 8 9 -9 -10 15 -12 12 -14 -15 -16 23 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.019588785877575964 0.017698880967811324 0.012559894536628376 0.016763068970670213 0.014364265038031745 0.012167793156610056 0.017928128084430672 0.016053231809142639 0.019393222735705366 0.014325294561573677 0.015264987494388708 0.013776231797548949 0.01524094640367111 0.014551376565121669 0.014690782388222877 0.014885109839485973 0.013125325548303925 0.01731662421324694 0.010740810477554057 0.012312030573799704 0.015734793398740187 0.017703486742777674 0.016708161115825192 0.0089040356554586433 0.011406239702214613 0.012637550090714253 0.016341609626514216 0.011553703857907067 0.0091310759211684824 0.014078525024047408 0.017314216296692327
leaf_weight=21 50 46 34 30 20 54 34 76 41 20 63 23 25 27 28 141 268 50 26 20 1137 344 21 23 54 67 20 24 20 314
leaf_count=21 50 46 34 30 20 54 34 76 41 20 63 23 25 27 28 141 268 50 26 20 1137 344 21 23 54 67 20 24 20 314
internal_value=0 0.0134487 0.0172706 0.0153063 0.012497 0.0173715 0.0130554 0.01758 0.0165307 0.0136374 0.0148232 0.0175037 0.0169468 0.0165034 0.016743 0.013143 0.0171526 0.0116125 0.0108169 0.0176217 0.0177377 0.0168737 0.0103595 0.0128842 0.0132542 0.0169216 0.0108371 0.0102323 0.0153219 0.0172196
internal_weight=0 673 2448 228 445 2351 334 1884 467 238 97 1808 316 144 426 184 291 96 111 1492 1158 398 85 164 84 117 64 44 54 334
internal_count=3121 673 2448 228 445 2351 334 1884 467 238 97 1808 316 144 426 184 291 96 111 1492 1158 398 85 164 84 117 64 44 54 334
is_linear=0
shrinkage=0.00137344


Tree=464
num_leaves=31
num_cat=0
split_feature=1 2 0 97 2 14 3 13 123 14 11 2 0 51 4 49 13 124 34 2 15 48 12 130 4 12 0 0 133 157
split_gain=145.994 40.5504 25.7097 20.8183 18.0129 17.6295 16.9679 17.1446 13.5867 12.1049 14.6485 15.5213 13.0389 15.7982 12.4929 16.8201 11.3605 10.93 14.0476 18.0865 10.8334 11.5389 10.5667 10.371 11.0563 10.2717 10.5419 23.3055 10.168 9.98637
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -0.0047149999999999996 0.15361500000000003 -1.0000000180025095e-35 0.31370500000000007 -0.47860499999999995 0.085740000000000011 0.076175000000000007 0.082485000000000017 -0.090999999999999984 -0.11013499999999998 -0.031924999999999995 -0.0029599999999999995 -0.007794999999999999 -0.11122999999999998 0.0049200000000000008 -0.038779999999999995 0.116525 -0.23032499999999997 -0.065739999999999979 0.085495000000000015 -1.0000000180025095e-35 -0.031404999999999995 0.087695000000000009 0.11070500000000001 -0.062294999999999996 0.11224500000000003 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 16 -5 17 -8 20 10 11 -7 13 -13 -15 -16 -4 18 -2 -20 -3 -22 -17 -21 -25 -14 27 29 -18 -27
right_child=6 2 4 5 -6 9 7 -9 -10 -11 -12 12 25 14 15 22 28 -19 19 23 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0021065977804829148 0.00075996270257841741 0.0049120631704504944 0.0023307644911937215 0.0077228214961701106 0.0010421381160767281 0.0024587590254354086 0.0020341486573493897 -0.0011551430307419166 -0.00022432693108534281 0.0060968100821083707 0.0018568231050360789 0.00095143208262670495 0.00518821179472693 0.0021260836425285781 0.0033788542974466126 0.0079150523149255202 0.0047316078350423544 0.00050375451850981508 0.0044985765095604032 0.00045705512072789778 0.0045182910915515387 0.0017765408033480728 0.0046892271585659466 0.0052532183978367388 0.0023188709245068597 0.002453051542832675 0.0071947715819755407 0.0019132491425845712 0.0031493702243060489 0.0047683761153612904
leaf_weight=36 35 27 33 26 22 36 56 34 20 85 22 21 802 27 50 25 339 28 81 28 25 84 26 20 83 24 20 39 60 907
leaf_count=36 35 27 33 26 22 36 56 34 20 85 22 21 802 27 50 25 339 28 81 28 25 84 26 20 83 24 20 39 60 907
internal_value=0 0.00454889 0.00374286 0.004778 0.00416921 0.00482358 0.00216453 0.000829305 0.00250209 0.00478741 0.00473173 0.00476373 0.00480648 0.00379948 0.00426674 0.004839 0.00432845 0.00260152 0.00283932 0.00318261 0.00290303 0.00240538 0.00627051 0.00236892 0.00288865 0.00489021 0.00464879 0.0045963 0.00449368 0.00470869
internal_weight=0 2756 610 2146 454 2110 365 90 156 2084 1999 1977 1941 149 128 101 432 275 247 212 136 109 51 131 103 1792 990 970 399 931
internal_count=3121 2756 610 2146 454 2110 365 90 156 2084 1999 1977 1941 149 128 101 432 275 247 212 136 109 51 131 103 1792 990 970 399 931
is_linear=0
shrinkage=0.00354277


Tree=465
num_leaves=31
num_cat=0
split_feature=4 3 2 9 149 44 147 2 4 0 12 51 48 48 16 0 475 4 0 4 4 43 13 16 1212 42 13 52 14 52
split_gain=120.696 35.8284 28.7086 19.8634 16.961 15.5012 16.1205 14.0983 13.0942 15.3096 14.6963 13.7158 12.9596 12.7904 11.2325 20.3884 19.8056 20.4491 17.7244 16.0323 12.3661 11.8589 12.5562 10.9481 10.5827 10.6725 10.4536 10.024 9.89907 11.185
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 0.094075000000000006 0.25063000000000007 -0.082249999999999976 -0.019414999999999998 0.11650500000000001 -0.20636999999999997 0.092475000000000016 0.078735000000000013 -0.51370499999999997 -0.11173999999999999 -0.060699999999999997 0.022185000000000003 -0.14723999999999998 0.08184000000000001 0.022185000000000003 -0.23229999999999998 0.095120000000000024 -0.084939999999999988 0.091580000000000009 -0.088934999999999986 -0.01163 0.12492500000000002 -0.47013499999999991 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 7 6 8 27 10 14 11 -5 13 23 -10 16 -16 18 -18 -19 21 -17 -23 -13 -25 -26 -1 28 -2 -30
right_child=4 -3 -4 5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 15 20 17 19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0035626468302489217 0.0036994457200274478 0.0017284142950116466 0.00022430391658750931 0.0077897661688366253 0.0046756883922930842 0.0066821534368873958 0.0014125354351015912 -0.0011112677785342102 0.0059691988252111219 0.0015684227444715661 0.0017061097539625054 0.005638867329908915 0.0023589226958799468 0.0075730105913763375 -7.8072840662677919e-05 0.0063463109430948921 0.0033613267620033948 0.0077105888580947038 -5.748481453289064e-05 0.0039563652864858505 0.0036183014853355413 0.0044641894214037898 0.0016158876193195692 0.0047023609826398645 0.0045378005000909112 0.0010896311218877006 0.0001410867551092434 0.0041332169960277883 -0.00078928593367190816 0.0017438177644650561
leaf_weight=26 30 75 23 21 28 38 25 22 49 29 20 153 28 23 23 44 73 20 28 63 266 1257 21 394 25 23 22 25 26 221
leaf_count=26 30 75 23 21 28 38 25 22 49 29 20 153 28 23 23 44 73 20 28 63 266 1257 21 394 25 23 22 25 26 221
internal_value=0 0.00421893 0.00428826 0.00432326 0.00194786 0.00436587 0.00433183 0.00171212 0.00436033 0.0042021 0.00479173 0.00488425 0.0047898 0.00489994 0.00424352 0.00419641 0.00311804 0.00351755 0.00241354 0.004861 0.00433698 0.00448159 0.00441739 0.00479661 0.00450506 0.00288555 0.00199443 0.0019178 0.00171785 0.00147718
internal_weight=0 2769 2694 2671 352 2623 2585 324 2560 1873 687 667 646 618 1844 1795 207 184 101 83 1588 1322 1278 595 442 48 48 302 277 247
internal_count=3121 2769 2694 2671 352 2623 2585 324 2560 1873 687 667 646 618 1844 1795 207 184 101 83 1588 1322 1278 595 442 48 48 302 277 247
is_linear=0
shrinkage=0.00365316


Tree=466
num_leaves=31
num_cat=0
split_feature=1 2 0 2 106 149 0 11 4 158 2 3 132 3 15 123 130 4 2 34 4 457 0 15 1 157 13 133 16 12
split_gain=98.5691 27.748 18.0081 15.8713 14.4942 12.6028 13.0153 15.0984 16.2859 13.1219 12.4938 12.3145 15.6341 11.1204 13.095 10.7979 10.3686 11.5835 10.7184 12.1258 9.78118 9.38212 10.0147 9.16373 15.8934 8.85197 8.75833 8.72119 8.40615 7.71281
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.15609500000000001 0.086340000000000014 0.07770500000000001 -0.075934999999999989 0.079300000000000009 -0.17966999999999997 0.07968500000000002 -0.0091949999999999983 0.31299000000000005 0.10365500000000001 -0.088494999999999976 0.088655000000000025 0.085740000000000011 -0.0060099999999999989 -0.033174999999999989 0.14753000000000002 -0.021334999999999996 0.042705000000000007 0.045365000000000009 -0.23091999999999999 -0.41942499999999994 0.13869000000000004 -0.23976499999999998 -0.093839999999999993 0.11224500000000003 0.18438500000000005 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 26 5 6 9 8 28 20 -10 16 23 14 -12 21 -2 -18 19 -19 25 -3 -23 -13 -25 -1 -4 -28 -8 -15
right_child=11 2 3 -5 -6 -7 7 -9 10 -11 13 12 -14 29 -16 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0017624543244060971 0.00017528919438077975 0.0030451974546347716 0.0021347705878978782 0.00029925240519897736 0.0012829879948156812 0.0062263373106452276 0.006305425328875458 0.00064670851318199989 0.0011106361521478899 0.005063223780697677 -0.00039449048459696737 0.001662664043582967 0.0028834337732967742 0.0047595168256403479 0.0034999563679803526 -0.00045890173645847597 0.0044596780667032782 0.00062863835604384528 0.00022947507270814623 0.0029915700350870303 0.0031254162587575724 0.0026731377536164764 -0.00089348378898070112 0.00068605384554696345 -0.0037170112517456674 0.0041492080639270509 0.0040388423062098283 0.0025469830781304926 0.0040031236118697215 0.0032715323027662012
leaf_weight=21 31 95 47 20 26 34 36 25 35 178 20 20 28 73 27 20 32 37 34 132 148 22 20 24 20 1348 328 62 51 127
leaf_count=21 31 95 47 20 26 34 36 25 35 178 20 20 28 73 27 20 32 37 34 132 148 22 20 24 20 1348 328 62 51 127
internal_value=0 0.00379471 0.00311079 0.00347696 0.00399011 0.00402326 0.00398741 0.00339019 0.00357606 0.00412623 0.00315039 0.00176036 0.00060994 0.00343943 0.00184274 0.00204494 0.00215824 0.00241982 0.00209827 0.00247424 0.00401629 0.00241046 0.000974747 -0.000384713 -0.00131534 0.0041126 0.0036224 0.00380167 0.0049558 0.00381465
internal_weight=0 2763 614 457 2149 2123 2089 394 369 1695 282 358 92 247 47 157 266 235 203 169 1517 137 42 64 44 1369 437 390 87 200
internal_count=3121 2763 614 457 2149 2123 2089 394 369 1695 282 358 92 247 47 157 266 235 203 169 1517 137 42 64 44 1369 437 390 87 200
is_linear=0
shrinkage=0.00364788


Tree=467
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 16 4 15 50 40 12 51 1424 3 14 16 149 1 402 1455 160 13 12 2 1 2 52 3 484 0
split_gain=82.3719 24.6235 19.5253 15.1884 20.9326 14.2422 20.5437 15.912 13.1267 16.2253 12.7971 13.8101 12.184 11.5517 12.1668 13.0782 18.0929 12.0638 11.533 9.73631 11.7557 9.80243 11.1926 9.23674 9.44792 13.6899 12.4378 12.3443 10.2876 9.37353
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10620500000000001 -0.14158499999999996 0.024790000000000003 -0.033689999999999991 -0.23452499999999996 1.0000000180025095e-35 0.080890000000000017 0.082455000000000014 1.0000000180025095e-35 0.42240500000000009 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 0.11249000000000002 0.089785000000000018 -0.22060499999999997 -0.55323499999999981 0.27266500000000005 0.13597000000000004 0.12595500000000001 0.092390000000000014 -0.0091949999999999983 -0.084699999999999984 0.099930000000000005 -0.020124999999999994 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 10 8 -8 -7 12 -1 -12 18 14 -2 16 -16 -17 19 -10 -21 22 23 24 27 26 -26 -22 -27 -30
right_child=3 -3 -4 4 -6 6 7 -9 9 -11 11 -13 -14 -15 15 17 -18 -19 -20 20 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.005359157607712977 0.0034427095507365141 0.0012225779377646134 0.00012790830597962684 0.0034571447970837446 0.00026410855474907831 0.0055046977937876374 0.0025394927879165198 -4.8362489515690375e-05 0.0046518418734824386 0.00022357370601715573 0.0029968993830365906 0.0052222548242562188 0.0052454878685660039 -0.0011809612458493031 0.0011649786697514846 -0.0022547061747567147 0.0045099514096062542 0.0006980195610387849 0.0039343466010543634 0.00071757333954358595 0.0032483669491270603 0.0052281543150543086 0.00072443817094666567 0.0053653717720592992 0.002539120614663297 0.0046916854744218214 -0.001089897450656907 0.00061276538401754555 0.0015453495213578663 0.0029910919055033936
leaf_weight=58 26 73 23 79 32 28 217 30 45 20 126 41 33 23 123 20 21 66 216 23 1372 24 22 20 22 30 20 20 66 202
leaf_count=58 26 73 23 79 32 28 217 30 45 20 126 41 33 23 123 20 21 66 216 23 1372 24 22 20 22 30 20 20 66 202
internal_value=0 0.00313089 0.0031833 0.00149459 0.00253663 0.00320997 0.00313515 0.00222518 0.00323907 0.00320935 0.00401135 0.00354324 0.00323759 0.00108002 0.00128315 0.00103903 0.00165279 1.13392e-05 0.00320576 0.00312143 0.00308361 0.00311387 0.00308527 0.00311491 0.00308893 0.0025912 0.000811017 0.0032105 0.00284209 0.00263505
internal_weight=0 2731 2658 390 111 2635 2410 247 2163 2135 225 167 2115 279 256 230 144 86 2082 1866 1821 1798 1774 1752 1732 340 42 1392 298 268
internal_count=3121 2731 2658 390 111 2635 2410 247 2163 2135 225 167 2115 279 256 230 144 86 2082 1866 1821 1798 1774 1752 1732 340 42 1392 298 268
is_linear=0
shrinkage=0.00333058


Tree=468
num_leaves=31
num_cat=0
split_feature=4 123 2 52 159 15 48 11 0 3 3 43 4 3 43 3 2 10 133 16 483 160 475 12 13 13 403 12 15 4
split_gain=66.7212 20.458 19.4996 12.3026 16.9554 11.9503 13.1619 13.9156 13.3909 12.8347 25.4829 11.052 9.99427 11.4698 9.68771 10.2694 9.82984 9.13055 8.23061 7.92078 10.6195 9.79482 15.5309 12.6936 8.20551 13.4474 8.03279 8.29512 7.93514 9.62387
threshold=0.26450500000000005 0.11021500000000002 0.17025000000000004 0.039215000000000007 0.10620500000000001 -0.15914499999999995 1.0000000180025095e-35 0.10334500000000001 0.041630000000000007 0.10732000000000001 0.13524500000000003 0.0061450000000000003 -0.069389999999999993 0.10299500000000002 -0.072864999999999985 -0.012939999999999998 0.13093500000000002 0.0036750000000000007 -0.24098999999999995 -0.071854999999999988 0.049115000000000006 -0.019279999999999995 -0.088274999999999978 0.09364500000000002 0.0049450000000000006 0.15641500000000003 -0.52336499999999997 0.093535000000000021 -0.065449999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 -5 -1 7 9 12 11 -11 19 13 -8 15 -2 17 -16 -13 20 24 22 -21 28 26 -26 -7 -28 -23 -30
right_child=3 -3 -4 4 -6 6 8 -9 -10 10 -12 18 -14 -15 16 -17 -18 -19 -20 21 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0041153324809137413 0.0010163539904613022 -6.7348915639630787e-05 0.00030377970989696809 0.0031290507495411657 0.00023904381893236158 0.0023855118415268715 0.0055032615143520451 0.0001813217872687172 0.0003084843430637548 -0.0016251971947905579 0.0030902615095647588 0.0031315571173230628 0.0022988296682644308 0.0023258105318592743 0.0023387816442534204 -0.0013591296988466042 0.00034772960790187686 -3.2380501454544329e-05 0.0020843722625467254 -0.00018355516537133686 0.0049139396196911048 0.0027861291746793123 0.0027085672056770742 0.002533203606264545 0.0011813736914979183 0.0035814231713691713 0.0034597241319198999 0.0048847184573302584 0.0036690669330108235 0.0057087095296806745
leaf_weight=87 49 27 33 79 32 69 25 20 34 20 36 138 359 26 106 35 67 22 216 22 49 101 392 193 50 55 452 51 247 29
leaf_count=87 49 27 33 79 32 69 25 20 34 20 36 138 359 26 106 35 67 22 216 22 49 101 392 193 50 55 452 51 247 29
internal_value=0 0.00283376 0.00286273 0.00135275 0.0022959 0.00289434 0.00285323 0.00296212 0.00232843 0.00298835 0.00140617 0.00303128 0.00249593 0.00388338 0.00097752 2.65691e-05 0.00138716 0.00193124 0.0024926 0.0031428 0.00340819 0.00294699 0.00255488 0.00323179 0.00329921 0.00243854 0.0034572 0.00360421 0.00358942 0.00388338
internal_weight=0 2731 2704 390 111 2671 2584 2140 444 2120 56 2064 410 51 279 84 195 128 354 1710 726 984 414 570 677 105 572 503 377 276
internal_count=3121 2731 2704 390 111 2671 2584 2140 444 2120 56 2064 410 51 279 84 195 128 354 1710 726 984 414 570 677 105 572 503 377 276
is_linear=0
shrinkage=0.00334944


Tree=469
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1375 14 9 9 0 4 15 0 49 16 48 41 4 15 49 43 4 3 3 48 12 16 43 0 0 1
split_gain=54.1748 16.1013 18.8187 23.1752 15.4168 16.9061 11.2998 10.1066 10.2423 12.8871 16.7288 14.388 11.5681 10.8001 10.0744 9.12999 10.4671 9.85275 10.5333 8.8134 14.5888 12.3486 9.54286 9.54174 8.80513 8.71996 8.3334 8.25584 11.2741 7.84889
threshold=0.11846000000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.096099999999999977 0.087740000000000012 0.081890000000000004 0.10141500000000002 -0.10474999999999998 0.50500500000000004 -0.46471999999999997 -0.075934999999999989 0.10440000000000001 -0.39185999999999993 0.094925000000000023 0.085095000000000018 0.40473500000000007 0.13592500000000005 -0.14811499999999997 -0.078139999999999973 1.0000000180025095e-35 0.12178000000000001 -0.0069549999999999994 -0.024949999999999996 -0.092484999999999984 -0.16075999999999999 -0.085594999999999991 -0.14920999999999998 -0.13843999999999998 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 19 15 8 12 11 -11 -10 13 -2 -13 16 17 18 -4 20 24 23 -22 -21 -6 -25 -26 -20 -29 -23
right_child=7 -3 6 -5 5 -7 -8 -9 9 10 -12 14 -14 -15 -16 -17 -18 -19 27 21 22 29 -24 25 26 -27 -28 28 -30 -31
leaf_value=-0.00034269926078339165 0.0018878312812765283 0.0055165073626423948 0.0055422657240547157 -0.001328616294555779 0.00051119559974760888 0.0058750494310643156 0.0054121110291647182 -0.0007476397216438762 -0.0010487910942302322 0.0013929274328065781 -0.0017525924610074625 0.0031787168554127279 0.00036068276449768827 0.0048685590328255675 0.0009240808333155409 0.0010393697255001761 0.00027274997633870983 0.0012188494852705056 0.0046798397949123138 0.0012581715171244214 0.0015261345495676988 -0.00079923251192493114 -0.0020374767383260074 0.0046860929007933386 0.0042414950393201995 0.0029296759269009922 0.0017970380349767651 0.00069042944740469088 0.0029993644425401768 0.0021858848847090056
leaf_weight=28 35 31 23 25 27 20 26 31 21 54 42 72 25 33 45 35 20 43 40 37 21 20 21 50 38 188 40 30 1968 32
leaf_count=28 35 31 23 25 27 20 26 31 21 54 42 72 25 33 45 35 20 43 40 37 21 20 21 50 38 188 40 30 1968 32
internal_value=0 0.00283768 0.00280728 0.00218723 0.00235561 0.00250855 0.00296251 0.00129221 0.00148559 0.00106853 1.67625e-05 0.00180019 0.00253499 0.00333436 0.00231155 0.00293301 0.00296422 0.0029898 0.00302675 0.0023665 0.00160628 0.00270826 -0.000255671 0.00302413 0.00235105 0.00329867 0.00298793 0.00299836 0.0029647 0.00103776
internal_weight=0 2763 2732 547 522 494 2185 358 327 234 96 138 93 68 117 2159 2124 2104 2061 474 147 327 42 275 105 238 78 2038 1998 52
internal_count=3121 2763 2732 547 522 494 2185 358 327 234 96 138 93 68 117 2159 2124 2104 2061 474 147 327 42 275 105 238 78 2038 1998 52
is_linear=0
shrinkage=0.00373806


Tree=470
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 2 3 14 1 2 4 2 2 3 52 15 0 1 2 40 3 12 14 1 47 16 150 13 3
split_gain=2302.1 400.609 244.149 188.495 148.349 133.2 114.503 107.22 78.1475 76.7973 69.1533 61.3615 50.8505 45.2642 39.0077 35.7885 31.2243 30.9298 30.3252 56.5433 29.6753 29.1762 23.437 22.7311 22.6047 22.301 20.9822 27.0386 23.1781 27.6451
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.10045500000000002 0.13754500000000003 -0.022174999999999997 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.40945500000000007 0.089885000000000007 0.094835000000000017 0.30112000000000005 -0.56176499999999996 -0.053579999999999996 -0.062294999999999996 0.089770000000000016 0.09678500000000001 -1.0000000180025095e-35 -0.010424999999999999 0.095780000000000018 -0.23083499999999998 0.15618500000000002 0.10728500000000002 -0.072359999999999994 0.083095000000000016 -0.085384999999999975 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 9 6 7 8 17 12 13 11 14 26 -1 20 -14 -15 25 22 -20 -4 -13 -17 -7 -12 -3 27 -5 -28 -30
right_child=1 2 10 4 -6 23 -8 -9 -10 -11 24 21 15 16 -16 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0078077859227680098 0.0070180887002793393 0.0079273799493295386 0.0030896845610254181 0.0073960663770374861 0.0030703630024704952 0.0045890024793620553 0.004498288961581158 0.0037000852693859104 0.0084017935660632287 0.0041499750760264648 0.0019098544453817056 0.0031923669942086966 0.0079991727471428846 0.0064146581008535123 0.0021012509625645531 0.0069562067620230778 0.0041232378715971366 0.0049510794891383728 0.003687764427662373 0.0066210547258870383 0.0050401787153345244 0.0017549697549807312 0.0064284245840478668 0.0033927368984233734 3.9730307115497232e-05 0.0061904474132741623 0.0074247585150359679 0.005695734857462862 0.0053947980973493743 0.0068994331562154858
leaf_weight=26 76 28 26 678 20 41 37 45 86 67 29 44 43 30 22 413 21 21 20 43 43 88 303 169 25 34 177 20 27 419
leaf_count=26 76 28 26 678 20 41 37 45 86 67 29 44 43 30 22 413 21 21 20 43 43 88 303 169 25 34 177 20 27 419
internal_value=0 0.00389636 0.00351058 0.00687769 0.00697843 0.00433266 0.00701293 0.00549155 0.00705467 0.00527832 0.00250746 0.00286183 0.00700061 0.00626013 0.00377238 0.00671916 0.00547113 0.00646283 0.00664851 0.00568985 0.00430521 0.0022341 0.00673286 0.00362629 0.00104406 0.00697487 0.00717574 0.00734735 0.00698347 0.00680835
internal_weight=0 691 615 2430 2286 338 2266 128 2229 144 277 223 2143 77 91 822 51 83 779 63 69 132 716 210 54 62 1321 698 623 446
internal_count=3121 691 615 2430 2286 338 2266 128 2229 144 277 223 2143 77 91 822 51 83 779 63 69 132 716 210 54 62 1321 698 623 446
is_linear=0
shrinkage=0.00144126


Tree=471
num_leaves=31
num_cat=0
split_feature=1 2 123 48 48 14 1429 0 1429 43 160 4 3 34 131 2 97 131 1446 401 400 132 12 4 160 1429 1455 43 2 4
split_gain=54.969 16.07 11.5618 15.8975 12.1274 10.4031 11.7364 11.3115 13.1231 11.3817 17.8022 11.199 10.9827 9.23396 14.3141 18.9323 14.0368 10.8977 8.92062 9.04389 8.65948 9.00875 14.7989 9.73076 8.49806 10.4885 11.7202 11.2055 10.3254 8.43287
threshold=0.11846000000000002 0.10252500000000002 0.085740000000000011 0.081805000000000017 0.12933000000000003 -1.0000000180025095e-35 -0.092414999999999983 -0.075934999999999989 0.086825000000000013 -0.080419999999999978 -0.082179999999999989 -0.085594999999999991 -0.014944999999999998 -0.038779999999999995 0.096070000000000016 0.31358000000000003 -0.079444999999999988 0.10548500000000001 0.08487500000000002 0.080190000000000011 -0.063679999999999987 0.081465000000000024 0.088845000000000021 -0.50690499999999983 0.058535000000000011 0.084990000000000024 0.088115000000000013 -0.076124999999999984 0.09678500000000001 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 20 -1 -7 11 9 10 -9 -8 -12 16 15 -15 -2 -16 19 24 -3 23 -23 -22 25 26 -13 -27 -26 -11
right_child=13 2 3 -5 -6 6 7 8 -10 29 12 18 -14 14 17 -17 -18 -19 -20 -21 21 22 -24 -25 28 27 -28 -29 -30 -31
leaf_value=0.0044325289667666596 0.0014977389763431868 0.00018547359587636192 -0.0010659313793178482 0.0024810089317408184 -0.00026689954623107016 0.0044902238768163493 0.0031683116994759698 -0.0014596625043894415 0.0042806933837141788 0.0032820355531358661 0.002125584488067074 0.0023078793650130008 -0.0003467093528495373 0.0012591566193951428 0.0043314201998774947 -0.0015960934054087511 -0.0019519518202913439 0.0013236674823644077 0.0032178641717896185 0.0030464773346865173 0.0045007540267692587 -0.00080464324540696912 0.0024849344203578634 0.0022746920755821166 0.0026073055800243422 0.0019433653338867339 0.00035374925603239824 -0.0010359854499328626 0.0048131339084297236 0.001928230930791247
leaf_weight=27 23 21 28 22 21 28 257 22 23 58 86 862 22 240 24 25 23 23 137 172 20 24 30 448 150 32 31 20 24 198
leaf_count=27 23 21 28 22 21 28 257 22 23 58 86 862 22 240 24 25 23 23 137 172 20 24 30 448 150 32 31 20 24 198
internal_value=0 0.00237928 0.00193378 0.000494722 0.00206135 0.00250656 0.00248206 0.0024552 0.0019894 0.00185287 0.00110046 0.00256827 0.00162197 0.0010789 0.00127145 0.000989793 -0.000227106 0.00285954 0.00246028 0.00237988 0.0021514 0.00223049 0.0010229 0.00236982 0.00227742 0.00216066 0.00224004 0.000797461 0.00291156 0.00223495
internal_weight=0 2763 614 50 564 2149 2122 2094 409 386 130 1685 108 358 312 265 46 47 1428 1291 543 522 54 468 1119 945 893 52 174 256
internal_count=3121 2763 614 50 564 2149 2122 2094 409 386 130 1685 108 358 312 265 46 47 1428 1291 543 522 54 468 1119 945 893 52 174 256
is_linear=0
shrinkage=0.00312245


Tree=472
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 9 4 10 2 131 1 10 4 16 475 0 16 15 1 47 4 157 51 50 1 51 403 2 51 48
split_gain=44.5249 13.1992 13.816 14.1899 13.5437 12.3931 8.72469 8.48741 10.7685 12.5563 11.8554 11.7638 8.49953 8.18134 12.6274 9.55827 13.3781 8.61417 8.32097 7.99275 7.49699 7.04231 7.86301 7.39731 9.40158 26.3753 14.9469 10.3277 9.48319 9.18091
threshold=0.11846000000000002 0.051320000000000005 0.092395000000000019 -0.096099999999999977 0.087740000000000012 0.081890000000000004 0.40124500000000002 1.0000000180025095e-35 0.11870500000000002 0.096070000000000016 0.15799000000000005 -1.0000000180025095e-35 -0.111605 0.15273500000000004 -0.081364999999999979 -0.014954999999999998 -0.0013749999999999997 0.013270000000000002 0.10871500000000002 0.11518500000000002 0.50996500000000011 -0.48214999999999997 0.16385000000000002 1.0000000180025095e-35 0.077565000000000009 0.081440000000000026 -0.0064299999999999991 0.084855000000000014 -0.17684999999999998 0.090885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 6 21 8 11 10 12 -2 -10 14 -5 16 17 -16 -17 -13 -9 -3 23 24 27 26 -26 -23 -28 -30
right_child=7 5 -4 4 -6 -7 -8 20 9 -11 -12 19 -14 -15 15 18 -18 -19 -20 -21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.00043139210141597762 0.00069012810357861186 0.0045556840999994063 -0.00075130513880292994 -0.00047069062885077257 0.0055519488921756243 0.005331285794860083 0.00061290591294122746 -0.0020602171756714301 0.0032740787144967874 0.0035849149746474485 -0.0020204836086024618 0.0046174657960883075 0.00062077282130080765 0.003353309064532193 0.0019935186051451797 -0.00045240333800603498 0.0045214712966297225 0.0046456914268340303 0.0025399120155078 0.0018777788541496181 0.0010654854159230039 0.0035641690125551317 0.00079290438447216405 0.0032376624182897475 5.6505429335410338e-05 -0.0022578073784973386 0.0046163483272244569 0.0026597139947504124 0.0021132815247510133 0.004621508537295837
leaf_weight=28 36 34 24 28 20 29 28 21 21 24 23 38 141 89 254 34 43 20 24 28 26 232 30 455 37 20 34 1085 190 25
leaf_count=28 36 34 24 28 20 29 28 21 21 24 23 38 141 89 254 34 43 20 24 28 26 232 30 455 37 20 34 1085 190 25
internal_value=0 0.00266836 0.00213734 0.00226573 0.00241322 0.00280455 0.00277079 0.00120999 0.00144289 0.000937088 0.000593586 0.00247928 0.00096472 0.00228563 0.00204985 0.00223805 0.00250376 0.00218711 0.000785796 0.00345517 -0.000331105 0.00279899 0.00277066 0.00279921 0.0026763 0.00206193 0.00236401 0.00281904 0.0027069 0.00240494
internal_weight=0 2763 564 540 512 2199 2170 358 311 209 185 102 162 492 403 375 317 274 58 66 47 2142 2108 2078 1623 306 286 1317 249 215
internal_count=3121 2763 564 540 512 2199 2170 358 311 209 185 102 162 492 403 375 317 274 58 66 47 2142 2108 2078 1623 306 286 1317 249 215
is_linear=0
shrinkage=0.00389091


Tree=473
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 2 47 14 2 2 34 0 15 4 4 1 0 4 131 2 42 0 0 3 43 12 31 15
split_gain=3545.78 599.641 383.853 266.361 208.648 171.441 132.421 105.826 98.6403 75.2934 73.2698 67.7892 81.3385 59.4235 86.0394 55.9939 51.0234 108.741 48.0048 40.1702 38.7831 38.7592 35.8085 46.271 35.738 34.1449 34.1269 33.7475 30.7504 29.8277
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.080389999999999989 0.088105000000000003 0.091265000000000013 -0.0060199999999999993 0.13404500000000005 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 -0.10607499999999999 -0.10469999999999999 0.42051500000000003 -0.013125 0.086920000000000011 0.18019500000000002 0.0067750000000000006 0.08844500000000001 0.31358000000000003 0.084835000000000008 -0.065229999999999996 -0.14454499999999995 -0.14847999999999997 -0.080324999999999994 0.090285000000000018 -0.077289999999999984 -0.45963999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 -3 9 -1 16 11 13 -6 12 28 14 -5 -14 18 27 25 22 21 -13 -15 -24 -16 -7 -8 -18 -4 -17
right_child=1 2 8 5 10 7 26 -9 -10 -11 -12 20 15 19 24 29 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0073338574897504312 0.0075427629480283283 0.0039953525190672187 0.0027084300787488351 0.0084325294260532493 0.0067323401815493943 0.0084276258670793712 0.0049015645329066708 0.0052507463817488614 0.0045872169040214635 0.0091346583243762259 0.0042852435113280877 0.0017359548602949074 0.0050349408526119358 0.0080266852303369201 0.0065905839999496341 0.0040717683192554926 0.0076238895850162256 0.0048454724229160815 0.0055483946846925647 0.0067359528355275498 0.0032575624474655571 -0.00025401605744144112 0.0076726203095328696 0.0057979058410715066 0.0046031074225476466 0.0074053205800369993 0.0028807225247918641 0.0067527534846772005 0.00061102527687774009 0.002043794939691495
leaf_weight=35 76 231 22 33 81 62 41 49 37 63 26 74 33 702 43 20 112 40 20 56 20 20 567 22 22 345 20 198 23 28
leaf_count=35 76 231 22 33 81 62 41 49 37 63 26 74 33 702 43 20 112 40 20 56 20 20 567 22 22 345 20 198 23 28
internal_value=0 0.0041818 0.00376646 0.00743782 0.00467356 0.00752298 0.00536733 0.00705853 0.00265961 0.00777738 0.00613772 0.00236244 0.0030036 0.00771821 0.00676466 0.00376314 0.00717253 0.00681354 0.00746678 0.00778758 0.00165379 0.00131256 0.0078332 0.0076026 0.0059179 0.00756105 0.00423899 0.00706749 0.00163642 0.00288878
internal_weight=0 691 615 2430 338 2334 96 826 277 1508 107 240 126 1445 98 81 777 350 427 1347 114 94 1291 589 65 407 61 310 45 48
internal_count=3121 691 615 2430 338 2334 96 826 277 1508 107 240 126 1445 98 81 777 350 427 1347 114 94 1291 589 65 407 61 310 45 48
is_linear=0
shrinkage=0.00126831


Tree=474
num_leaves=31
num_cat=0
split_feature=1 2 0 4 106 33 3 132 3 2 48 48 52 15 52 15 11 1429 16 4 0 48 13 12 376 130 1446 1429 133 3
split_gain=47.491 14.6456 11.1452 10.0804 9.06357 9.47929 8.89694 11.3151 10.2116 8.88304 8.6902 21.9155 8.23075 12.219 7.64752 7.44976 16.0211 9.46214 8.51439 16.1776 17.478 15.858 11.1666 9.87744 7.4311 7.53061 7.27356 9.52914 8.57281 7.12711
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.42642000000000008 0.086340000000000014 0.085305000000000006 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.15609500000000001 -0.065739999999999979 0.078735000000000013 -0.077024999999999996 -0.14147499999999996 -0.56022499999999986 -0.14809499999999998 0.085155000000000022 -0.092414999999999983 0.19444000000000003 -0.39518999999999993 -0.066089999999999996 0.093265000000000015 -0.039649999999999998 0.092255000000000018 0.11430500000000002 -0.0060099999999999989 0.08487500000000002 0.085185000000000011 0.085265000000000021 -0.081814999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 14 24 8 -8 -4 -3 -12 -13 -14 -1 -16 17 -17 19 -19 26 23 -22 29 25 -2 27 -21 -29 -20
right_child=6 2 9 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 15 16 -18 18 21 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0042989750071793188 1.2688808971902598e-05 0.0026987055420112835 0.0023981699456235598 0.0035467004902544285 0.00055603321332781607 0.0049693780343700771 0.00032039364736246879 0.0022176467304376988 -0.0026552939490283212 -1.3814697253614977e-05 -0.0024177308848149495 0.0025496906874658267 0.0021900646527916105 -0.0013842685802194967 0.0035856306895525728 0.0047593028783558282 -0.00031327987625627557 0.0050913816149085293 0.0045198660045367416 0.0026340619869714369 0.0026096104961897139 -0.0010924026855589747 -0.00062628961721823673 0.0011007215800710004 -0.00060488979345691329 0.0018818988542340855 0.0034153566152517632 -0.00073459919624665928 0.0022772746932556856 0.0022382995666613606
leaf_weight=34 31 26 437 20 26 22 52 26 20 20 26 37 23 25 93 25 24 33 27 1492 22 21 34 56 20 209 144 20 29 47
leaf_count=34 31 26 437 20 26 22 52 26 20 20 26 37 23 25 93 25 24 33 27 1492 22 21 34 56 20 209 144 20 29 47
internal_value=0 0.00249518 0.00201314 0.00119963 0.00263291 0.00265835 0.00112521 0.000216463 -0.000506186 0.00229261 0.000856998 0.000425607 0.00129533 0.000328433 0.00263415 0.00260676 0.00256065 0.00259602 0.00256792 0.00263659 0.00259006 0.00176117 0.000644957 0.00222213 0.00146774 0.00164046 0.00265471 0.00258363 0.00104794 0.00307076
internal_weight=0 2763 614 157 2149 2123 358 98 72 457 137 111 85 48 2101 2067 1974 1950 1925 1774 1741 151 56 130 260 240 1685 1541 49 74
internal_count=3121 2763 614 157 2149 2123 358 98 72 457 137 111 85 48 2101 2067 1974 1950 1925 1774 1741 151 56 130 260 240 1685 1541 49 74
is_linear=0
shrinkage=0.00353909


Tree=475
num_leaves=31
num_cat=0
split_feature=4 3 9 123 16 4 15 12 50 149 51 52 484 12 457 49 3 39 130 106 10 4 15 52 13 0 483 3 3 43
split_gain=41.2334 15.7573 13.4811 16.1396 11.607 16.0579 19.1133 15.3077 12.3478 11.3999 11.1259 9.75816 12.482 9.22409 10.4664 9.27432 20.367 9.89346 7.83193 7.6191 19.9154 9.54313 9.13711 10.4826 8.55618 7.60423 7.58473 7.55311 14.0599 7.36992
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 -0.14771999999999999 0.024790000000000003 -0.033689999999999991 0.080890000000000017 -0.23452499999999996 0.078320000000000015 0.084305000000000019 0.039215000000000007 0.096675000000000011 -0.091274999999999981 0.045365000000000009 -0.080604999999999982 -0.089089999999999989 0.087015000000000009 -0.00077999999999999999 1.0000000180025095e-35 -0.062879999999999978 0.41257000000000005 -0.46471999999999997 -0.065544999999999978 -1.0000000180025095e-35 -0.052984999999999997 0.058525000000000008 0.12745000000000004 0.10299500000000002 0.15359500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 25 -4 -6 13 29 19 -13 14 -10 16 -15 -18 -17 20 -2 -22 24 -24 -23 26 -7 28 -20 -9
right_child=11 -3 4 -5 5 6 -8 10 9 -11 -12 12 -14 15 -16 18 17 -19 27 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018552904833617617 -0.0023987907016573243 0.00066017321303491567 0.0050165464114996531 0.0024601556685269633 0.0050262960186307935 0.0012977640224291079 -0.0011719995480911373 0.0016327493161324587 -0.0011408537797749745 0.0048012853677584866 0.0045926507023217548 0.0026012991527062448 -0.00048977055758386509 -0.0019466624614937601 0.0025278731781026996 0.0031711554095523705 0.002787260903442325 7.220933530108113e-05 0.0024230266131677323 0.0028289528357902521 -0.0004359156290231723 0.0013778630874072221 -0.0015215940113634816 0.0012726938698038185 0.0045020451424774097 0.003969367782261108 0.0031017455987965062 0.0043065649122966667 -0.00035301937618710083 0.0038594817849755703
leaf_weight=22 28 73 51 25 25 163 32 88 21 27 32 89 22 20 21 206 74 24 1688 21 56 29 22 103 20 21 39 28 25 26
leaf_count=22 28 73 51 25 25 163 32 88 21 27 32 89 22 20 21 206 74 24 1688 21 56 29 22 103 20 21 39 28 25 26
internal_value=0 0.00234443 0.00239069 0.00044016 0.0024258 0.00235581 0.00148375 0.00328344 0.00245881 0.00242873 0.00267804 0.00106713 0.00198865 0.00239832 0.00069351 0.002433 0.00143269 0.00212235 0.00249362 0.000700509 0.000527263 0.000883479 0.00130811 0.000780899 0.00265304 0.00186484 0.00164606 0.00241346 0.00238251 0.0021406
internal_weight=0 2731 2658 47 2611 2414 255 197 2159 2134 146 390 111 2107 42 2065 118 98 1947 279 258 230 174 125 49 223 202 1741 1713 114
internal_count=3121 2731 2658 47 2611 2414 255 197 2159 2134 146 390 111 2107 42 2065 118 98 1947 279 258 230 174 125 49 223 202 1741 1713 114
is_linear=0
shrinkage=0.00367462


Tree=476
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 2 2 44 2 4 2 12 1 4 49 48 47 14 12 3 1 12 1375 1 51 3
split_gain=2427.15 423.857 264.265 194.509 147.533 127.413 112.112 85.868 82.1913 71.5075 69.3243 66.8618 55.8025 49.9388 40.1378 35.2107 31.098 57.7674 29.1924 28.7298 25.1548 26.185 25.0013 24.6193 24.3227 22.8203 23.8948 21.9017 29.6071 20.8988
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.092845000000000025 1.0000000180025095e-35 0.11474000000000002 0.089885000000000007 0.094585000000000016 0.14960000000000004 0.40945500000000007 0.094835000000000017 0.09320500000000001 0.088975000000000012 -0.087894999999999987 0.088340000000000016 0.016865000000000002 0.090100000000000013 -0.23083499999999998 0.10061500000000002 -0.016324999999999996 0.086920000000000011 0.095780000000000018 0.08376500000000002 0.11669000000000002 -0.085989999999999997 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 20 6 8 14 10 22 24 12 13 19 -1 -10 25 -18 -16 -4 21 -3 -6 -15 -5 26 29 28 -23 -12
right_child=1 2 11 5 9 -7 -8 -9 15 -11 16 -13 -14 23 18 -17 17 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0074067495656635158 0.0068313949321902982 0.004565528358553477 0.0044000905769495703 0.0070967908316737797 0.0069293232601150296 0.0033829716848878485 0.0044783572770019653 0.0039942957129004385 0.0083832097373000396 0.0035240467169634303 0.0056389546632465096 0.0047255404617887516 0.0013186686293948453 0.0030649134643858118 0.0042990306219097283 0.0069687144821954502 0.0070308740320454682 0.0043312270324658442 0.006334830012472854 0.0025071018805608455 0.0047394228860820125 0.0019460426114029071 0.0054241554579737422 0.0017205178380139039 0.0066943254854000198 0.0062600408721117488 0.0080627311475371111 0.0021750655421209557 0.0037282773418528753 0.0067658622190044154
leaf_weight=28 76 33 38 927 41 20 37 64 88 24 33 22 79 37 24 51 26 33 28 24 33 20 40 77 392 300 24 29 118 355
leaf_count=28 76 33 38 927 41 20 37 64 88 24 33 22 79 37 24 51 26 33 28 24 33 20 40 77 392 300 24 29 118 355
internal_value=0 0.00381363 0.00344071 0.00669061 0.00424451 0.00678679 0.00681683 0.00516372 0.00685565 0.00557758 0.00678857 0.0024599 0.00226443 0.00268895 0.00609926 0.00786422 0.00646591 0.0055209 0.00539523 0.00366732 0.00364377 0.00346298 0.00618603 0.00215686 0.00697718 0.00654422 0.00675115 0.00324512 0.00346998 0.00667002
internal_weight=0 691 615 2430 338 2286 2266 144 2229 105 2090 277 255 176 80 139 771 59 52 62 233 200 81 114 1319 712 412 167 138 388
internal_count=3121 691 615 2430 338 2286 2266 144 2229 105 2090 277 255 176 80 139 771 59 52 62 233 200 81 114 1319 712 412 167 138 388
is_linear=0
shrinkage=0.00135451


Tree=477
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 2 14 1 2 16 49 159 11 1 4 1 43 3 4 47 12 52 49 1 2 14 15
split_gain=3263.82 537.291 263.496 239.965 177.918 176.798 118.428 97.6971 95.8168 78.8562 78.8165 66.8544 58.2173 50.2349 39.1799 39.1307 46.1306 76.9977 38.9943 31.7427 30.3047 27.8045 58.4071 33.7547 27.2494 25.6439 25.2899 26.0552 24.9683 34.9765
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.089885000000000007 0.062655000000000016 0.09253500000000002 0.31358000000000003 -0.042349999999999992 -0.054984999999999992 0.082585000000000006 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.087135000000000004 -0.14792499999999997 0.31370500000000007 0.27287000000000006 0.078345000000000012 -1.0000000180025095e-35 0.40674500000000008 0.097940000000000013 0.13075500000000004 0.11411 -0.46166999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 6 8 11 9 18 -4 20 -9 -2 21 16 25 -18 24 -17 28 22 23 -3 -1 -10 27 -5 -6 -30
right_child=1 4 10 26 7 -7 -8 12 15 -11 -12 -13 -14 -15 -16 19 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.006763710552479988 0.0040362387897719737 0.0027882845063738875 0.0058042433834560106 0.0046246467422820193 0.0031749343644083823 0.0040071237106880861 0.0036704169605007719 0.0022654754459461111 0.006254135253066939 0.0080584261032821819 0.0034541547686165238 -0.00058155388891360446 0.0046302157174406451 0.0060417593161862758 0.0023329086638826406 0.0056186501052407304 0.006540121405130642 0.0037545398842203262 0.0062655179504128222 0.0073881695443971419 0.00089685596128225758 0.002938543979011186 0.0060426706560789542 0.0046207001240002269 0.005447274502213181 0.0056975894117130997 0.0019966558717212793 0.0029060233074077227 0.0013318757314087853 0.0030700682020590505
leaf_weight=909 23 35 34 21 22 48 24 49 573 59 63 24 24 121 38 21 28 34 403 62 60 41 20 28 25 165 24 39 81 23
leaf_count=909 23 35 34 21 22 48 24 49 573 59 63 24 24 121 38 21 28 34 403 62 60 41 20 28 25 165 24 39 81 23
internal_value=0 0.00319397 0.00628709 0.00474675 0.00239839 0.00636999 0.00641923 0.00180328 0.00644818 0.00665104 0.0042779 0.00137236 0.00304292 0.00572143 0.00343799 0.00612747 0.00604312 0.00501254 0.00658893 0.00694046 0.00162448 0.00377664 0.00419064 0.00360269 0.00672847 0.0061297 0.00307586 0.00350754 0.00197097 0.00171628
internal_weight=0 673 2448 228 445 2351 2303 283 2279 1396 97 210 73 144 162 883 800 62 1337 83 186 124 83 63 934 738 84 60 126 104
internal_count=3121 673 2448 228 445 2351 2303 283 2279 1396 97 210 73 144 162 883 800 62 1337 83 186 124 83 63 934 738 84 60 126 104
is_linear=0
shrinkage=0.00124394


Tree=478
num_leaves=31
num_cat=0
split_feature=4 3 9 160 40 11 15 15 3 0 16 4 149 14 49 151 0 3 48 16 15 42 160 3 52 39 3 160 160 1
split_gain=54.3892 18.2718 15.635 12.735 12.2127 12.5878 15.0202 15.4565 19.507 12.4694 19.3626 16.3898 12.1756 11.2695 9.59136 11.2709 10.24 12.149 10.0952 9.51885 8.86268 8.79435 8.46078 8.29284 16.1474 7.09558 7.8376 6.61955 9.28273 12.4114
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.051255000000000002 1.0000000180025095e-35 -0.097454999999999986 0.024640000000000006 -0.23446499999999998 -0.10836499999999999 -0.0092699999999999987 -0.0073899999999999999 0.07770500000000001 0.077685000000000018 -0.046019999999999998 -0.081864999999999979 -0.10474999999999998 -0.010424999999999999 0.12118000000000002 -0.51370499999999997 -0.089549999999999991 0.11934000000000002 -0.067824999999999983 -0.12711499999999995 -0.080114999999999978 0.085855000000000015 -0.14989499999999997 0.08443500000000001 -1.0000000180025095e-35 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 8 -8 10 19 -12 14 -9 15 -2 18 25 -16 -4 -3 23 -19 24 -11 26 -18 28 -21 -30
right_child=12 20 4 -5 -6 6 7 13 -10 21 11 -13 -14 -15 16 -17 17 22 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00081434482929222305 0.0011244521696349935 0.002703026408871607 0.0044675710400788066 0.0027143844789185873 0.00047645134972242606 0.0061537587808516425 0.0032501610010196931 0.0060419308245918671 -5.8352188490515229e-05 -0.00090278710983271481 0.0016238997232081976 -0.0021663941455191994 0.003216555767040559 0.0032248177994031462 0.0023850154928124843 -0.0024872607762003139 0.0019732946262777857 0.0012095515233956713 -0.0001348857229558045 0.0024770522213338397 9.8428381051648148e-05 0.0016732479537579978 -0.0012399584319881269 0.0026970809850486968 0.0028166525994534485 0.0026505907627677495 -0.00046854202672256862 0.0028518256571365827 -0.0011724711751034673 0.0020645121835168776
leaf_weight=29 20 21 21 20 32 21 66 27 30 22 31 23 28 42 92 20 29 24 23 59 54 110 51 1998 35 33 32 73 26 29
leaf_count=29 20 21 21 20 32 21 66 27 30 22 31 23 28 42 92 20 29 24 23 59 54 110 51 1998 35 33 32 73 26 29
internal_value=0 0.00248399 0.0025301 0.000625953 0.00256537 0.00259095 0.00344389 0.003099 0.00221625 0.00252559 0.00182461 9.5153e-06 0.00106426 0.00432717 0.000878259 -0.000681404 0.00109793 0.000565048 0.00188104 0.00229584 0.000827716 0.00261041 -0.000456115 0.00266058 0.00138108 0.00137981 0.000692331 0.00205196 0.00153976 0.000534302
internal_weight=0 2769 2694 49 2645 2613 186 165 96 2427 262 54 352 69 324 40 284 169 115 208 75 2165 75 2055 57 94 61 187 114 55
internal_count=3121 2769 2694 49 2645 2613 186 165 96 2427 262 54 352 69 324 40 284 169 115 208 75 2165 75 2055 57 94 61 187 114 55
is_linear=0
shrinkage=0.003402


Tree=479
num_leaves=31
num_cat=0
split_feature=1 2 123 48 48 96 11 41 13 2 40 400 131 2 0 1 13 12 13 0 483 2 3 2 1 159 1212 133 2 47
split_gain=45.4845 13.2761 10.5114 11.5589 9.78898 9.03933 8.30055 17.9917 22.663 11.5064 8.65757 7.2309 6.70877 19.7801 6.96993 7.32343 6.71927 13.7726 9.77385 11.1571 6.47694 7.25986 9.83625 8.40504 12.1424 8.50802 8.80618 12.0876 7.25428 7.21902
threshold=0.11846000000000002 0.10252500000000002 0.085290000000000019 0.081805000000000017 0.12737000000000001 0.087655000000000025 0.079915000000000014 0.083525000000000016 0.073000000000000023 -0.0091949999999999983 -0.082294999999999993 -0.063679999999999987 0.086835000000000009 0.31358000000000003 -0.095504999999999993 0.13686500000000004 -0.0062949999999999994 0.097825000000000009 0.05868000000000001 -0.074229999999999977 -0.070084999999999981 0.10097500000000002 0.10299500000000002 0.08647500000000001 0.089770000000000016 0.11361500000000001 0.091220000000000009 0.057185000000000007 0.086825000000000013 0.10280000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 11 12 9 8 -8 -1 -11 -3 13 16 -14 -16 17 -2 19 -18 -12 22 23 25 28 26 29 -28 -25 -22
right_child=5 2 3 -5 -6 -7 7 -9 -10 10 20 -13 14 -15 15 -17 18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012333671948292079 0.0012408758584221385 7.8900234592756889e-05 -0.0012991808214821731 0.002382118545236585 -0.00021915614883502948 -0.001205790743062598 0.0072597956290457845 0.00092860465316710068 0.0024379786884023485 0.0049842052821423921 0.0034724038543263113 0.002382022621860051 0.0042135952240133128 -0.0026264707912079608 0.0027046730391468805 -0.00028172513227687682 0.0015997005260798306 -0.0020729849723908718 0.00086208521174685254 0.005291017796725893 0.003140750751667172 0.0043097789460620232 0.00025980709426508036 0.00048571383989638023 -4.4986958547244623e-05 0.00036732458247456108 0.0028883936402962565 -5.0967960057628592e-05 0.0024795311608915185 0.0018964088884221028
leaf_weight=84 119 21 28 23 24 24 31 22 27 24 135 518 20 21 31 20 27 22 52 22 752 36 27 28 31 20 53 34 769 76
leaf_count=84 119 21 28 23 24 24 31 22 27 24 135 518 20 21 31 20 27 22 52 22 752 36 27 28 31 20 53 34 769 76
internal_value=0 0.00253268 0.00203371 0.000361013 0.00218523 0.00107505 0.00267525 0.00389135 0.00501516 0.00262823 0.00268725 0.00229229 0.00123895 0.00095561 0.00228848 0.00153354 0.00126645 0.00072382 0.00202399 0.00325703 0.00265914 0.00259902 0.00256461 0.00259991 0.00231759 0.00284991 0.00290418 0.00173968 0.00240948 0.00302654
internal_weight=0 2763 614 51 563 358 2149 80 58 2069 1985 539 334 263 71 51 242 141 101 49 1961 1826 1790 1763 828 935 915 87 797 828
internal_count=3121 2763 614 51 563 358 2149 80 58 2069 1985 539 334 263 71 51 242 141 101 49 1961 1826 1790 1763 828 935 915 87 797 828
is_linear=0
shrinkage=0.0038477


Tree=480
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 11 1 2 44 1 49 12 2 10 3 43 4 15 12 16 16 159 159 150 2 1 12 4
split_gain=2542.29 426.105 219.951 183.528 144.052 144.001 102.588 89.7462 83.6465 74.1898 72.5273 79.5433 45.1041 43.8001 41.7769 39.3521 39.1931 50.4841 33.4342 33.2089 30.1907 28.726 34.839 47.2438 27.3241 31.0016 33.9887 25.1361 26.986 25.0587
threshold=0.104035 -0.053259999999999995 -0.029094999999999999 0.27834500000000006 0.14262000000000002 0.36766000000000004 0.13754500000000003 1.0000000180025095e-35 0.09253500000000002 0.089885000000000007 0.083555000000000018 0.11690500000000002 -0.054984999999999992 0.09320500000000001 0.094835000000000017 -0.062879999999999978 -0.11171999999999999 -0.016814999999999997 -0.0073899999999999999 -0.053579999999999996 -0.12529499999999996 0.0057500000000000008 0.083160000000000026 0.050895000000000003 0.082585000000000006 1.0000000180025095e-35 0.11237500000000002 0.086455000000000018 0.092550000000000007 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 10 6 7 9 14 21 11 24 -2 -9 -1 -6 17 -11 -18 -16 -13 -4 23 -23 25 26 -3 28 -20 -17
right_child=1 4 5 -5 15 -7 -8 13 -10 16 -12 20 -14 -15 19 29 18 -19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079556264581944411 0.0045029724361678979 0.0057496710465521879 0.0075268397573732644 0.0035202701724068508 -0.00091924958576652916 0.0030019907161674673 0.0046484805118972372 0.0091989199716318859 0.0039174262916840943 0.0071735724606520647 0.0061465227107186295 0.0040514601944444057 0.006782206208054759 0.0073614057173330243 0.0065634826065177065 0.0026897145827217178 0.0072175148535553414 0.0041143055211124071 0.0071974963082565221 0.0039767311868618201 0.002028342897540903 0.0068258853355172237 0.0074418201801782049 0.0039015064998634604 0.0026434559517803189 0.0033448782044101727 0.0034646855914738919 0.0050127126701922826 0.0062143138402258437 0.00083635878468624365
leaf_weight=26 26 43 1167 86 20 20 37 88 67 25 20 21 128 51 30 30 412 29 128 21 146 44 88 20 38 61 26 25 152 46
leaf_count=26 26 43 1167 86 20 20 37 88 67 25 20 21 128 51 30 30 412 29 128 21 146 44 88 20 38 61 26 25 152 46
internal_value=0 0.00366813 0.00709762 0.00536643 0.00276438 0.00721675 0.00725395 0.0072972 0.00520646 0.00721556 0.00322804 0.00305381 0.0063974 0.00852472 0.00632808 0.00104978 0.00682677 0.00553063 0.00692439 0.00549835 0.00228275 0.00744281 0.00679769 0.00591202 0.00382028 0.00416427 0.00488866 0.00652844 0.00666377 0.00156795
internal_weight=0 691 2430 240 451 2286 2266 2229 144 2090 355 335 154 139 77 96 771 54 717 51 167 1319 152 64 168 130 69 305 280 76
internal_count=3121 691 2430 240 451 2286 2266 2229 144 2090 355 335 154 139 77 96 771 54 717 51 167 1319 152 64 168 130 69 305 280 76
is_linear=0
shrinkage=0.00157766


Tree=481
num_leaves=31
num_cat=0
split_feature=4 2 123 1348 11 43 0 2 3 2 0 149 15 52 160 4 16 15 150 40 153 124 123 41 2 96 131 482 0 13
split_gain=48.8033 16.3435 14.1628 10.1924 9.86751 17.0282 10.8529 17.5304 19.7358 11.775 14.0218 9.79247 8.84898 8.91239 8.84534 8.81638 8.98717 10.1871 9.63019 8.5908 10.2666 8.50406 8.49689 8.27866 8.53028 12.1909 8.84122 12.7116 12.1221 8.05097
threshold=0.27287000000000006 0.17025000000000004 0.11021500000000002 0.090205000000000021 1.0000000180025095e-35 -0.20207499999999998 -0.13027499999999997 0.086100000000000024 -0.022174999999999997 -0.0091949999999999983 -0.074479999999999977 0.07770500000000001 0.024640000000000006 0.016565000000000003 -0.022194999999999996 -0.011559999999999999 -0.0092699999999999987 -0.084564999999999987 0.090480000000000019 -0.078349999999999989 0.082840000000000011 -0.072314999999999977 0.083855000000000013 0.090905000000000014 0.11682500000000001 0.086715000000000014 0.094300000000000009 0.090355000000000005 -0.043914999999999989 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 14 -9 10 -8 23 -7 -14 -1 -10 17 18 -17 21 29 -11 -12 24 25 -2 27 28 -26 -21
right_child=11 -3 -4 -5 5 12 9 8 15 19 22 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0016925356715067202 0.0014558238955422942 -8.3491660914515232e-05 -0.00012282272596998999 -7.1339286466940138e-05 0.00078346281225260498 0.0027488427195359582 0.0029177675292689029 -0.0015203636753426005 0.0028125070057818842 0.0023392804937874753 -0.0014900107892200499 0.0026159699120650937 0.0054495467240889993 0.0028002339643609696 0.0044813709183712308 0.0016112610003319963 -0.00079417268422040603 0.0034140881562389814 -0.00070461936226343493 0.0022771953347506648 -3.2458258851845489e-05 0.0050488123300692789 0.0010405811538205408 0.0026370239238864032 -0.00011541774529446209 -0.0010874035735315359 0.001984406363177461 0.0017658933469766735 -0.0025755150701187429 0.0017449400224027677
leaf_weight=20 130 33 27 20 32 103 25 25 35 25 20 28 29 21 24 61 21 20 24 1808 20 20 35 20 83 21 20 25 25 321
leaf_count=20 130 33 27 20 32 103 25 25 35 25 20 28 29 21 24 61 21 20 24 1808 20 20 35 20 83 21 20 25 25 321
internal_value=0 0.00208307 0.0021092 0.00213145 0.00214783 0.00283807 0.00209684 0.00145571 0.00103983 0.00216168 0.000994554 0.000858742 0.00326779 0.00433684 0.00321372 0.00143738 0.0010554 0.00142531 0.000957365 0.00220424 0.0021762 0.00354352 0.000120366 0.000706883 0.0005799 0.00110213 6.44962e-05 -0.000224212 -0.000684885 0.00219694
internal_weight=0 2769 2736 2709 2689 185 2504 230 186 2274 80 352 153 50 44 161 126 105 85 2194 2149 45 55 324 304 151 153 133 108 2129
internal_count=3121 2769 2736 2709 2689 185 2504 230 186 2274 80 352 153 50 44 161 126 105 85 2194 2149 45 55 324 304 151 153 133 108 2129
is_linear=0
shrinkage=0.00309713


Tree=482
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 2 4 4 2 1 15 14 52 2 3 14 47 16 0 4 3 16 40 4 3 0 16
split_gain=3174.74 389.311 363.119 232.357 186.941 120.649 120.465 118.284 117.086 105.62 87.7992 66.4986 53.3458 50.2741 47.2372 43.9856 51.6639 69.1401 43.0454 42.1937 35.8413 31.8138 31.0532 30.0999 38.452 28.9541 25.2305 25.1023 32.071 27.3249
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 -0.16363499999999997 0.27287000000000006 0.14285500000000004 0.40124500000000002 0.033845000000000007 0.11389000000000002 0.16540500000000002 0.13592500000000005 0.076175000000000007 1.0000000180025095e-35 0.10381000000000001 -0.0043399999999999992 0.062655000000000016 0.077555000000000013 0.10994000000000002 -0.11173999999999999 0.181285 -0.13927999999999999 -0.067914999999999989 -0.065259999999999999 -0.041644999999999995 0.090900000000000009 -0.079829999999999998 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 14 -6 8 25 26 13 18 -9 23 21 16 17 -8 19 20 27 22 -4 -7 -25 -3 -5 28 29 -1
right_child=1 7 5 9 6 10 15 12 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.015011832483817914 0.012523746099753815 0.012027709723083445 0.014047648207780651 0.016824398251391499 0.016035004582863693 0.016654973160820746 0.012675653182711629 0.010935685020808087 0.010639516949000522 0.012695644341344844 0.014799646453278768 0.013289320781572272 0.0087314026634801468 0.013934270562782999 0.017552760626335543 0.014894341946354679 0.011987970423264827 0.015175525122984587 0.017375495783522175 0.016843378481863028 0.016288173495363351 0.016259595464602643 0.01610659724903326 0.01610608826166068 0.015497187016819255 0.013859019107206091 0.015175333812768754 0.013767858990993467 0.013713513248872733 0.016700853377522806
leaf_weight=49 181 20 22 20 31 76 49 153 42 29 171 22 21 23 46 23 55 30 22 31 38 1045 28 342 356 53 71 28 20 24
leaf_count=49 181 20 22 20 31 76 49 153 42 29 171 22 21 23 46 23 55 30 22 31 38 1045 28 342 356 53 71 28 20 24
internal_value=0 0.0124193 0.0157599 0.0134515 0.0146617 0.0159796 0.0136988 0.0113442 0.0123647 0.0148509 0.0156429 0.0154354 0.0106697 0.0158238 0.0162653 0.0132375 0.0129531 0.013625 0.0156581 0.0154593 0.0151894 0.0162112 0.0152007 0.0158799 0.0157955 0.0133573 0.0155378 0.0148444 0.0151685 0.0155671
internal_weight=0 590 2531 301 422 2109 188 289 115 120 968 234 174 797 1141 157 134 79 212 190 159 1095 50 774 698 73 91 121 93 73
internal_count=3121 590 2531 301 422 2109 188 289 115 120 968 234 174 797 1141 157 134 79 212 190 159 1095 50 774 698 73 91 121 93 73
is_linear=0
shrinkage=0.00129687


Tree=483
num_leaves=31
num_cat=0
split_feature=1 2 454 13 43 10 2 10 15 13 457 14 45 124 11 40 0 49 0 16 1 160 149 16 1446 52 4 52 12 3
split_gain=52.4965 14.8549 10.1272 9.8268 15.3089 9.24188 11.7177 10.9657 10.6007 8.33425 9.25152 8.27497 8.15339 9.37016 8.39581 7.98038 7.49222 12.826 8.7515 19.7902 19.3096 8.89301 8.33172 9.09864 16.5496 16.9265 12.7484 7.80112 6.99873 12.0891
threshold=0.11846000000000002 0.10527500000000002 -0.037229999999999992 0.10935500000000002 -0.23229999999999998 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.024640000000000006 -0.090639999999999984 -0.067164999999999989 0.076175000000000007 0.081955000000000014 -0.083859999999999976 0.092630000000000018 -0.08292999999999999 -0.11013499999999998 0.036705000000000008 -0.14226499999999997 -0.29154999999999992 0.085110000000000005 0.050340000000000003 0.078320000000000015 0.0057500000000000008 0.087090000000000015 -0.56176499999999996 -0.49013999999999996 -0.082554999999999976 -0.42850999999999995 0.16158000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 9 -5 6 7 -2 28 -4 -11 12 13 -1 15 -15 17 18 20 -20 -17 -22 23 27 25 -25 -27 -18 -8 -30
right_child=5 2 3 4 -6 -7 8 -9 -10 10 -12 -13 -14 14 -16 16 22 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0016576374801169581 0.0010104866768759155 -8.1323204351402506e-05 0.0015025101395185893 0.0024092642712583885 -0.001116513908236195 9.5072591769107058e-06 0.0031540882404193639 0.0032283398996829386 -0.0011288595487022033 0.0047628704712836603 0.0025029372104152063 0.0037598887283472743 0.004572529750510531 0.0048122160549166114 0.00072595996881875328 0.0049679617866697527 0.0036760262973770186 0.0040581093518531177 0.00252069500170302 -0.0019221393672376149 -0.00016492104133478559 0.0024455098664866327 0.0046687978878597013 0.0049076697819005893 -0.00052589272203961335 0.0037155309872965192 0.0019906434341500673 0.0028316139972891503 0.0017324192108884337 -0.00011278065296787808
leaf_weight=84 36 20 85 31 22 47 20 66 20 20 353 86 25 20 21 20 125 27 22 20 25 30 25 28 20 54 262 1338 114 55
leaf_count=84 36 20 85 31 22 47 20 66 20 20 353 86 25 20 21 20 125 27 22 20 25 30 25 28 20 54 262 1338 114 55
internal_value=0 0.00266109 0.00217515 0.00226347 0.000945734 0.00134551 0.00154741 0.00244557 0.00110908 0.00241596 0.00262411 0.0027767 0.00273729 0.00271566 0.00275929 0.00278047 0.00276012 0.00204988 0.00158644 0.00040506 0.00224802 0.00125895 0.00281534 0.00278998 0.00233265 0.00249884 0.0022854 0.00290376 0.0013459 0.00113191
internal_weight=0 2763 531 511 53 358 311 102 209 458 373 2232 2146 2121 2037 2016 1996 144 117 42 75 55 1852 1827 364 344 316 1463 189 169
internal_count=3121 2763 531 511 53 358 311 102 209 458 373 2232 2146 2121 2037 2016 1996 144 117 42 75 55 1852 1827 364 344 316 1463 189 169
is_linear=0
shrinkage=0.00323249


Tree=484
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 2 2 1 14 15 52 15 1 12 47 14 1 51 15 159 42 42 42 11 0 52
split_gain=2610.27 444.226 278.644 224.962 152.663 135.247 102.133 83.7279 91.748 82.2984 69.0655 63.4076 55.485 54.8581 37.8624 27.118 26.6829 25.3233 25.2523 24.9195 24.2682 26.6282 24.2577 32.1293 46.3998 32.7026 27.724 25.4685 22.6801 21.4123
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.42051500000000003 0.14285500000000004 0.089885000000000007 0.11474000000000002 0.092845000000000025 0.062655000000000016 -0.41396999999999995 -0.56176499999999996 -0.087894999999999987 0.091450000000000017 0.10061500000000002 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 1.0000000180025095e-35 0.082585000000000006 0.079510000000000011 -0.047899999999999991 0.090090000000000017 1.0000000180025095e-35 -0.026509999999999995 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 8 -4 12 17 -5 16 -9 -11 -10 29 -6 19 -3 21 -21 23 24 25 -16 -26 -24 -7 -1
right_child=1 2 7 11 10 28 -8 13 15 14 -12 -13 -14 -15 22 -17 -18 -19 -20 20 -22 -23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0065278932054668509 0.0062516609692757743 0.0041671186202313359 0.0038447382663864909 0.00557788041690159 0.006301303413731159 0.0051392359553503889 0.0037105406395779575 0.002073671564820352 0.0027719033096479974 0.0071039897692697432 0.0033328909559640547 0.0035755160011015133 0.0076127394942906573 0.00032210767591338822 0.0056960327265520435 0.001079711801072413 0.0060328492714739352 0.004964688451616339 0.0043465356434318272 0.0019641948571432659 0.002036689392792532 0.0034555456765478351 0.0061383201215880149 0.0063803269280139864 0.0065799652372298999 0.004778276238757523 0.0057069413048059124 0.0075072262286554675 0.003490426388314836 0.0055044709388840781
leaf_weight=1097 76 33 76 37 41 22 22 113 24 43 24 58 59 33 123 31 206 40 33 20 29 118 257 112 87 101 129 21 26 30
leaf_count=1097 76 33 76 37 41 22 22 113 24 43 24 58 59 33 123 31 206 40 33 20 29 118 257 112 87 101 129 21 26 30
internal_value=0 0.0035257 0.00318884 0.00615823 0.00391711 0.00623158 0.00627325 0.00230019 0.00299387 0.00629814 0.00511362 0.00435538 0.00647856 0.00167777 0.00601047 0.00181812 0.00642836 0.00564125 0.00337791 0.00321809 0.00303055 0.00323941 0.00595382 0.00580882 0.00566334 0.00528222 0.00605858 0.00624173 0.00424613 0.00650065
internal_weight=0 691 615 2430 338 2335 2287 277 131 2265 105 95 1392 146 873 55 1333 81 233 200 167 138 830 552 440 224 216 278 48 1127
internal_count=3121 691 615 2430 338 2335 2287 277 131 2265 105 95 1392 146 873 55 1333 81 233 200 167 138 830 552 440 224 216 278 48 1127
is_linear=0
shrinkage=0.00119516


Tree=485
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 16 475 9 3 133 3 3 42 4 13 1455 160 3 4 0 150 49 0 48 3 12 52 124 34 130
split_gain=52.655 15.3859 12.0304 12.2994 11.8022 9.77902 10.3396 8.7661 8.43279 8.43095 10.8466 8.98689 9.01345 7.95649 7.48978 7.16298 7.90674 7.62038 10.9427 10.5009 7.55609 9.96968 8.94492 6.57507 12.9084 8.28967 7.74207 6.41338 7.99001 8.07511
threshold=0.11846000000000002 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.078320000000000015 0.15273500000000004 -0.081364999999999979 0.081890000000000004 0.30112000000000005 0.087435000000000013 -0.11171999999999999 0.11924500000000002 0.086665000000000006 0.40124500000000002 -0.47860499999999995 -0.23681499999999997 -0.55323499999999981 -0.14186499999999996 -0.14098499999999997 0.15398500000000004 -0.090724999999999986 0.11560500000000001 -0.13843999999999998 -1.0000000180025095e-35 0.099930000000000005 -0.064509999999999984 -0.070154999999999981 0.0049200000000000008 -0.038779999999999995 -0.0060099999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 13 27 10 -8 12 23 15 -10 -3 -17 -18 19 -19 -20 22 -22 -12 25 26 -25 28 -2 -30
right_child=8 7 3 -5 -6 -7 9 -9 14 -11 11 -13 -14 -15 -16 16 17 18 20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00014643157139884147 0.00038055499589875806 0.0044577700361158358 0.00010284234032012953 -9.8328255448535522e-06 0.0048126067246348561 0.00351208526239214 0.000387985138535182 0.0049444762315910291 0.001400695262097089 0.0010177234950931992 0.0017268222522380768 0.0014346924453011482 0.0015177899606452765 0.0011144295927788693 -0.00057478817641957514 0.0012101639391078561 0.0037313355742120591 -7.05923112057543e-05 0.0049623346364206988 0.0030916161434119348 0.00088290732706780898 0.0018559168177707498 0.003056931252446664 0.0031252603206281494 0.0060717100965100388 0.0025739466891421328 0.005661653859920979 0.00017259002503637545 0.00051220600376708676 0.0025320088604914408
leaf_weight=23 34 42 27 24 28 89 26 29 56 50 27 52 40 28 42 31 168 29 24 24 24 96 1704 34 23 94 27 28 29 169
leaf_count=23 34 42 27 24 28 89 26 29 56 50 27 52 40 28 42 31 168 29 24 24 24 96 1704 34 23 94 27 28 29 169
internal_value=0 0.00287946 0.0023584 0.00246489 0.00257977 0.00245192 0.00221604 0.0030131 0.00143808 0.002369 0.00257818 0.00276991 0.0030533 0.00298729 0.00055406 0.00301178 0.00298286 0.00300942 0.00294562 0.00136135 0.00299105 0.00296511 0.00302674 0.00335292 0.00359957 0.00323274 0.00424793 0.00177129 0.00196423 0.00223618
internal_weight=0 2763 564 541 517 489 400 2199 358 373 323 297 245 2170 98 2142 2100 2069 1901 53 1848 1824 1728 205 178 155 61 260 232 198
internal_count=3121 2763 564 541 517 489 400 2199 358 373 323 297 245 2170 98 2142 2100 2069 1901 53 1848 1824 1728 205 178 155 61 260 232 198
is_linear=0
shrinkage=0.00353626


Tree=486
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 39 40 124 484 160 3 43 13 16 483 52 3 4 12 1186 11 483 1212 1446 2 49 0 3 43 15
split_gain=43.6143 14.0018 12.3306 8.53378 8.91371 7.9565 10.5865 7.64779 7.60891 8.11383 9.53014 16.3764 7.99577 7.45722 11.2872 9.47014 11.3366 26.121 11.8414 9.51041 10.2829 9.08138 8.7077 7.83292 7.25919 11.675 9.9474 10.1004 7.91433 7.11394
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 -1.0000000180025095e-35 -0.08440499999999998 0.08919500000000001 0.096415000000000015 -0.23686999999999997 -0.010424999999999999 -0.077044999999999988 0.05868000000000001 -0.067914999999999989 0.049115000000000006 -0.56176499999999996 0.10893000000000001 -0.031404999999999995 0.09320500000000001 0.081240000000000021 0.078065000000000009 -0.095084999999999989 0.089590000000000017 0.10060500000000001 0.10912000000000001 -0.007794999999999999 -0.061629999999999997 -0.06977499999999999 -0.077824999999999991 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 -7 13 9 -6 12 -12 -11 14 24 -15 18 -18 19 20 21 -17 -23 -20 25 28 27 -26 -8 -3
right_child=3 29 -4 -5 8 6 7 -9 -10 10 11 -13 -14 15 -16 16 17 -19 23 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0047356365146239135 -0.00050933016045058913 0.0030216409923149151 5.9292579483987035e-05 0.003354781785464576 0.0038512323416555311 0.0012450839385865257 0.0027652329293821301 0.00058041352758969383 -0.0006191382479408382 0.0029167654543422218 -0.0022412571400244126 0.0013205648727033924 0.00063798324328918487 0.0040309419575054123 0.0044653110403726362 0.004338491519563694 0.0032600679455462292 -0.0024771722378529792 0.002270154809993557 0.00084210435092954301 0.004978017210172647 0.0028753166882379009 0.0005631005343671242 -9.5696073900685742e-05 0.0034349824957835792 0.0030396173169091358 0.0024042430465844823 0.0071827005877015213 0.00061964757030977746 0.00043277042817763063
leaf_weight=31 39 21 23 28 21 60 48 21 24 75 22 112 31 70 79 59 26 20 393 30 36 697 24 21 20 938 27 21 50 54
leaf_count=31 39 21 23 28 21 60 48 21 24 75 22 112 31 70 79 59 26 20 393 30 36 697 24 21 20 938 27 21 50 54
internal_value=0 0.00276619 0.00281097 0.00135573 0.00118297 0.00283466 0.00281234 0.00284879 0.00141455 0.00160156 0.00140471 0.000735788 0.00225033 0.0028674 0.00308714 0.00267849 0.002606 0.000765616 0.00267319 0.00292914 0.00300587 0.00291485 0.00279835 0.00215015 0.00298852 0.00291011 0.0041831 0.00535455 0.00167055 0.00115765
internal_weight=0 2769 2694 352 324 2671 2640 2580 285 261 240 134 106 2559 1183 1376 1306 46 1260 846 816 780 721 414 1104 1036 68 41 98 75
internal_count=3121 2769 2694 352 324 2671 2640 2580 285 261 240 134 106 2559 1183 1376 1306 46 1260 846 816 780 721 414 1104 1036 68 41 98 75
is_linear=0
shrinkage=0.00377425


Tree=487
num_leaves=31
num_cat=0
split_feature=4 14 3 2 41 2 96 1424 15 147 3 16 0 15 479 51 15 133 0 16 0 15 4 160 151 0 13 156 10 43
split_gain=35.3275 11.4044 16.6625 9.85754 8.06333 7.59726 10.3193 7.48863 7.68184 13.0952 10.0797 7.77929 9.67506 29.5742 8.32144 8.01477 12.0273 10.7275 10.0263 17.4322 17.6004 12.2519 10.0716 8.58613 9.61899 8.09191 10.9477 7.73699 6.70444 6.33841
threshold=0.27287000000000006 -0.24175999999999997 0.20828500000000003 0.17025000000000004 0.092100000000000015 0.11474000000000002 0.086715000000000014 1.0000000180025095e-35 0.079055000000000014 0.092070000000000013 -0.15327499999999997 -0.14158499999999996 -0.11173999999999999 -0.015039999999999998 0.088785000000000017 -0.0046749999999999995 -0.07490999999999999 0.10275500000000001 -0.070889999999999995 0.0057500000000000008 1.0000000180025095e-35 -0.036009999999999993 -0.46376499999999993 -0.061284999999999992 -0.081779999999999978 -0.030209999999999997 -0.074044999999999986 0.087045000000000011 0.087010000000000018 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 28 8 9 11 -10 -3 13 -13 15 16 -14 23 -17 20 -20 -21 -23 24 27 26 -26 -18 -2 -12
right_child=4 2 -4 -5 -6 -7 -8 -9 10 -11 29 12 14 -15 -16 18 17 -19 19 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0045379008791453321 0.0025490157008461493 0.0028584848939237207 0.00059096990950205245 4.8650752019071625e-05 0.0031800138502345227 0.00051241576163679942 -0.00045446889888354315 0.0039155659181886789 0.0042006637899055597 -0.00057021484214245472 0.0025896665730999911 0.0018609757012331138 0.0034328672657609688 -0.0026481243742337689 0.00021717625394901532 0.0022459564066326333 0.0043587893370944271 0.00029020045879148631 0.0011560994196947614 5.0471564453069082e-05 -0.0026756239889908114 0.0033263901620935923 0.0007336371987407646 0.0028469128724602859 0.0013929107305076672 0.0029058516535248693 -0.0016380826780924796 0.0019145372743495899 0.00085489287384861109 0.0019755101210893302
leaf_weight=26 81 170 70 23 21 183 25 34 40 21 827 124 132 20 25 417 23 31 40 28 22 68 24 212 43 20 21 46 42 262
leaf_count=26 81 170 70 23 21 183 25 34 40 21 827 124 132 20 25 417 23 31 40 28 22 68 24 212 43 20 21 46 42 262
internal_value=0 0.00226971 0.00224821 0.00229161 0.0011124 0.000981227 0.00156091 0.00231108 0.00229023 0.00212775 0.00250422 0.0021664 0.00207562 0.00123471 0.00218073 0.00222429 0.00253336 0.00223352 0.00195185 0.001278 -0.000203544 0.00204346 0.00265002 0.00239857 0.00177734 0.000995386 0.000398366 0.00272929 0.00197053 0.00244191
internal_weight=0 2769 2743 2673 352 331 148 2650 2616 1487 1129 1466 1296 144 1152 1127 528 396 599 182 62 120 92 365 153 84 64 69 123 1089
internal_count=3121 2769 2743 2673 352 331 148 2650 2616 1487 1129 1466 1296 144 1152 1127 528 396 599 182 62 120 92 365 153 84 64 69 123 1089
is_linear=0
shrinkage=0.00344095


Tree=488
num_leaves=31
num_cat=0
split_feature=4 3 9 13 15 40 4 0 3 12 52 159 48 0 1447 2 152 49 14 16 40 149 12 0 1446 133 1212 130 1 159
split_gain=29.129 9.84525 9.08276 11.9486 8.69222 11.7409 8.00015 11.3297 12.3305 7.44371 7.35203 10.2245 7.1189 7.06203 10.0188 7.04298 7.61439 6.70366 6.52431 10.4121 15.0598 11.9874 8.79736 7.93136 6.31387 6.80842 6.30419 7.42155 6.29414 5.84123
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 -0.01163 -0.14809499999999998 0.051255000000000002 -0.082249999999999976 -0.019414999999999998 0.11296500000000002 0.11903500000000002 0.039215000000000007 0.10620500000000001 -0.09386499999999999 -0.087519999999999987 -0.085949999999999985 0.14753000000000002 0.093230000000000021 0.088930000000000009 -0.45687499999999998 -0.4714549999999999 -0.073884999999999992 0.07770500000000001 0.092255000000000018 -0.10096999999999999 0.037915000000000011 0.087035000000000015 0.091580000000000009 -1.0000000180025095e-35 0.07863500000000001 0.082105000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 17 6 9 8 12 13 18 -12 -8 -6 -15 16 24 28 -2 21 -21 22 -20 -22 -14 -26 -16 -28 -4 -3
right_child=10 29 4 -5 5 -7 7 -9 -10 -11 11 -13 15 14 26 -17 -18 -19 19 20 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0022243696167400019 0.0017985106449062878 0.001743995717430789 0.0028068062395967433 -0.0011552103531348923 0.003242974021575321 -0.00013965629701613851 0.0038883023793801178 -2.1667462661257915e-05 -0.00033025280817397399 0.00033208052948719428 0.0023947082850645841 0.00014969664034507956 0.0019020410657418238 9.9094595260410133e-05 0.0024807146550709508 0.0038535696361994714 -0.00010967833834223321 0.0022921051970241262 0.0011479562561884761 -0.0028440454574497251 0.0021124793249270692 0.0034361545977902928 -0.001276683485629112 -0.00028529788044688543 0.0030128139384351174 0.0014702510014848839 0.0026507429513111047 0.00029777165430653051 0.0054039274919617667 -0.00015178132354947901
leaf_weight=24 52 36 22 23 97 28 22 33 26 20 79 32 1499 23 496 22 20 59 84 21 21 21 21 59 119 44 27 34 20 37
leaf_count=24 52 36 22 23 97 28 22 33 26 20 79 32 1499 23 496 22 20 59 84 21 21 21 21 59 119 44 27 34 20 37
internal_value=0 0.00199705 0.00203039 0.000570533 0.00205667 0.00201789 0.00204223 0.00192336 0.00196 0.00234665 0.00101815 0.0017475 0.0019945 0.00240617 0.00226622 0.00197005 0.00194541 0.00302042 0.000727972 0.000482739 -0.000318767 0.00112522 0.000663028 0.000344119 0.00197014 0.00259642 0.00235571 0.00133925 0.00404353 0.000783122
internal_weight=0 2731 2658 47 2611 2510 2482 1785 1752 697 390 111 1726 677 580 1704 1682 101 279 227 101 126 105 80 1662 163 557 61 42 73
internal_count=3121 2731 2658 47 2611 2510 2482 1785 1752 697 390 111 1726 677 580 1704 1682 101 279 227 101 126 105 80 1662 163 557 61 42 73
is_linear=0
shrinkage=0.00335062


Tree=489
num_leaves=31
num_cat=0
split_feature=4 2 123 41 16 4 12 13 157 1424 402 402 3 50 157 133 16 14 40 0 1 16 2 15 13 4 2 155 12 42
split_gain=23.5945 9.31691 8.352 6.89502 6.65464 7.28778 12.0177 10.1786 9.9917 7.04693 7.58559 10.9712 17.4883 7.83184 6.95739 6.63664 6.50043 12.147 16.3406 9.84697 8.77482 7.23623 6.86691 6.71762 6.44633 11.9847 12.6857 7.44549 6.43608 6.42331
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 0.093020000000000019 -0.11118499999999999 0.024790000000000003 -0.10022999999999999 0.27020000000000005 -0.029304999999999998 1.0000000180025095e-35 0.089785000000000018 0.083170000000000008 -0.091354999999999978 -0.23452499999999996 0.0036600000000000005 0.11269500000000002 -0.44310499999999992 -0.46413499999999996 -0.074429999999999982 -0.10607499999999999 0.11230000000000001 -0.11118499999999999 0.11411 -0.097454999999999986 0.043850000000000007 -0.42529999999999996 0.10527500000000002 0.11814000000000001 0.080890000000000017 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 28 6 -6 9 -7 10 11 13 -13 -8 -10 -12 20 22 -19 -20 -2 -21 -18 -22 29 27 -27 -26 -1 -15
right_child=3 -3 -4 -5 5 8 7 -9 14 -11 15 12 -14 24 -16 -17 17 18 19 21 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0029382071775691512 0.0018312980116131955 2.6155287607919451e-05 -0.00022309970989455141 0.0026200436479849641 -0.00049367894119173804 -0.00076128622773520452 0.0034652849009801433 0.0034880783189098243 0.0015756626515925816 0.0031687106365133372 0.0024692510217298384 -0.0021057614002371224 0.0017011445618660469 0.0020976492479528983 -0.00039376751106517987 0.00070723308059392404 0.0029088696500924821 -0.0029175831152039441 0.0021855283675242584 0.00043980227806651495 0.00093820122172524694 -0.0018118400317943639 0.00054106613386702108 -0.00086878150024858887 0.0038417171805092019 0.0010434576847677599 -0.0015362674092513975 0.0015509479526135302 0.0018972089652054705 0.0016138639599026158
leaf_weight=79 95 33 22 21 24 25 24 33 165 33 186 20 30 353 20 24 21 20 20 40 96 22 29 26 21 137 22 43 234 1203
leaf_count=79 95 33 22 21 24 25 24 33 165 33 186 20 30 353 20 24 21 20 20 40 96 22 29 26 21 137 22 43 234 1203
internal_value=0 0.00169159 0.00171196 0.000862413 0.00172787 0.00167064 0.00172533 0.00175035 0.00110989 0.00172299 0.00169986 0.00163549 0.000178382 0.00167589 0.00136275 0.00226788 0.000762385 0.000262287 -0.000361858 0.00026149 0.00111268 -0.000359168 0.00153554 0.000553107 0.00165175 0.00115033 0.000686515 0.00230261 0.00215995 0.00172362
internal_weight=0 2731 2698 390 2676 2363 2153 2129 210 2096 2063 1853 50 1803 185 210 369 152 102 82 217 62 50 122 1779 223 159 64 313 1556
internal_count=3121 2731 2698 390 2676 2363 2153 2129 210 2096 2063 1853 50 1803 185 210 369 152 102 82 217 62 50 122 1779 223 159 64 313 1556
is_linear=0
shrinkage=0.00315347


Tree=490
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 4 11 47 2 123 2 2 34 124 4 12 475 47 0 2 1 16 4 159 131 2 12 52 52 16
split_gain=2098.97 410.646 213.864 153.799 139.694 70.073 79.4812 66.7105 52.3372 58.3795 48.2333 45.3912 49.3877 35.9739 32.7097 30.4562 28.9935 28.768 30.5318 27.4983 33.6152 30.0757 34.2287 38.0651 26.5249 29.0106 24.071 22.816 27.127 25.5203
threshold=0.10312500000000001 -0.40967499999999996 0.12337000000000002 0.099185000000000009 0.088105000000000003 0.27044500000000005 1.0000000180025095e-35 0.13082500000000002 0.14285500000000004 0.084025000000000016 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 -0.083859999999999976 0.42051500000000003 0.09320500000000001 -0.066784999999999983 0.090100000000000013 -0.23091999999999999 0.089885000000000007 0.088975000000000012 0.0057500000000000008 -0.16363499999999997 0.088800000000000004 0.08844500000000001 0.31358000000000003 0.098810000000000023 0.039215000000000007 -0.084699999999999984 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 13 11 9 16 26 12 -4 -1 -14 -8 -5 18 -3 21 -21 -15 -23 -24 25 -13 -6 28 -18 -29
right_child=1 2 7 8 10 -7 15 -9 -10 -11 -12 24 14 19 -16 -17 27 -19 -20 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0051728259338897527 0.0064682297724717721 0.0045966954883861289 0.001558457585926749 0.0069057766885418067 0.0065331754542013168 0.0041086651029304654 0.0082164081904271425 0.0040990213790524609 0.0041463196312191419 0.0038510909456582949 0.0036087090034037195 0.0016176981982602612 0.0043654832054911769 0.0067202094984618026 0.0026129712797107901 0.0063380809525490894 0.0059324220244961817 0.0046224885985985172 0.0030509043889402421 0.0063395053927970497 0.0046616608440101289 0.0075057217813973721 0.0061187933552044257 0.0041211087815960761 0.0029710698015047421 -0.00025097392196830399 0.0050896555473638532 0.0064977839019888638 0.004880709625177484 0.0052405881988390373
leaf_weight=37 90 28 45 52 42 22 75 39 39 27 25 75 35 1173 48 21 108 34 183 417 24 26 103 22 20 20 46 122 82 41
leaf_count=37 90 28 45 52 42 22 75 39 39 27 25 75 35 1173 48 21 108 34 183 417 24 26 103 22 20 20 46 122 82 41
internal_value=0 0.00371096 0.00332322 0.00638173 0.00403051 0.00655491 0.00658326 0.00242531 0.0056758 0.00581387 0.00529854 0.00215668 0.00272145 0.00651815 0.00335198 0.00780552 0.00594473 0.00344566 0.00325603 0.00654635 0.00624819 0.00664566 0.00606655 0.0057672 0.00152808 0.00122429 0.00577861 0.00580315 0.00547853 0.00618156
internal_weight=0 730 640 2391 358 1920 1898 282 471 432 113 243 128 1802 83 96 405 245 211 1765 441 1324 151 125 115 95 88 353 190 163
internal_count=3121 730 640 2391 358 1920 1898 282 471 432 113 243 128 1802 83 96 405 245 211 1765 441 1324 151 125 115 95 88 353 190 163
is_linear=0
shrinkage=0.0013786


Tree=491
num_leaves=31
num_cat=0
split_feature=4 48 1446 44 3 2 3 3 0 455 3 3 3 96 106 10 1 1186 148 159 151 131 0 1447 13 3 42 156 49 2
split_gain=25.7994 9.41804 12.3257 11.6502 10.7702 10.2438 10.3804 15.4844 9.33846 7.81029 7.41071 7.31646 7.37083 7.30416 10.2989 12.3276 5.907 16.227 8.21874 8.09234 9.82955 8.97796 9.7827 8.16805 8.13596 6.96572 6.69618 6.32402 6.02757 7.03449
threshold=0.26450500000000005 0.093265000000000015 0.091725000000000015 1.0000000180025095e-35 -0.14186499999999996 0.15950500000000004 0.10732000000000001 0.13524500000000003 -0.030209999999999997 0.092320000000000013 0.149315 0.10732000000000001 -0.023499999999999997 0.087655000000000025 0.016890000000000006 -1.0000000180025095e-35 0.086105000000000015 0.060550000000000007 -1.0000000180025095e-35 0.11292000000000001 -0.08341999999999998 0.077860000000000013 -0.097274999999999986 -0.083899999999999988 -0.087074999999999986 -0.087519999999999987 0.085225000000000009 0.087045000000000011 0.13087000000000001 0.12844500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 9 -8 10 16 11 12 -6 14 15 -2 19 18 -18 20 24 23 -23 25 -1 -22 -21 -26 29 -25
right_child=13 2 -4 -5 8 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 26 21 22 -24 28 27 -27 -28 -29 -30 -31
leaf_value=0.0044778231963492517 -0.00090448735067221884 0.0037464613162635795 -0.0011835648615029363 0.0042323902907493152 0.0018631764149366228 -0.00045106194600905245 -0.0014561122231455945 0.0017037606878189924 -0.00039549820728083452 0.0039373400988857105 -7.1048568947057301e-06 0.0035830869270638208 0.00030414880344039089 -0.00098669820508715781 0.0032324052364111158 0.0011000354464563279 -0.00030672436924057884 -0.0011507680957108123 0.0018030155891721508 -0.00026146519866098231 0.0043440179772517651 0.0046731871914363994 0.0023739056636511409 0.001792598020037099 0.0030545870320264424 0.0023182688710472045 0.0017968870123184887 0.0014573562390858771 0.00011632088116075943 0.0036063625236025304
leaf_weight=27 36 20 20 22 144 20 24 51 31 20 30 20 41 20 21 313 20 21 684 29 22 23 127 1041 75 95 39 40 22 23
leaf_count=27 36 20 20 22 144 20 24 51 31 20 30 20 41 20 21 313 20 21 684 29 22 23 127 1041 75 95 39 40 22 23
internal_value=0 0.00181476 0.00127848 0.00188243 0.00145065 0.00186092 0.00188032 0.000692601 0.00127803 0.00191892 0.00149879 0.00171917 0.00151766 0.000922811 0.00102603 0.000893265 0.00190128 0.00165926 0.00174308 0.00201354 0.00206332 0.0019781 0.00272646 0.00188479 0.00287528 0.00269918 0.00091906 0.00249903 0.00179705 0.00183181
internal_weight=0 2731 306 2425 286 2403 2383 75 266 2308 235 205 185 390 370 349 2288 725 704 1563 1495 1353 150 1203 142 117 68 115 1086 1064
internal_count=3121 2731 306 2425 286 2403 2383 75 266 2308 235 205 185 390 370 349 2288 725 704 1563 1495 1353 150 1203 142 117 68 115 1086 1064
is_linear=0
shrinkage=0.00324402


Tree=492
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 1 14 49 50 4 1 1 43 1 1 40 11 2 12 157 12 133 15 16
split_gain=2819.38 452.151 229.684 186.752 154.035 143.528 122.726 100.419 86.5034 84.9591 79.9557 72.4655 55.2754 43.5044 30.7937 29.4955 43.3183 29.2843 28.7207 27.5436 24.676 24.595 23.8011 23.2139 22.9956 20.9539 20.3961 19.2108 18.1603 17.2261
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 0.09253500000000002 0.062655000000000016 -0.054984999999999992 0.041865000000000006 -0.013125 0.086455000000000018 0.091450000000000017 0.066275000000000014 0.13075500000000004 0.12408500000000001 -0.077714999999999992 0.084680000000000019 0.31358000000000003 0.092355000000000007 -0.0066899999999999989 0.090285000000000018 -1.0000000180025095e-35 -0.11033999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 21 10 -8 -10 12 -4 17 -2 23 18 26 29 25 27 -11 -3 -15 -6 -20 -12 -17 -5 -28 -1
right_child=1 4 11 19 14 -7 8 -9 9 20 15 -13 -14 22 -16 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0069918532863234807 0.0039788205999228467 0.002157806938708678 0.0060243161683847368 0.0025262691753789534 0.00085165164734207863 0.004104375910385788 0.0056532126232077245 0.0036852277015264521 0.0053676919998954051 0.0029556550028199133 0.0073877322575023382 0.0033850717169945518 0.0082781494527661339 0.005760769138340927 0.0021859750874255639 0.0066020244380648142 0.0044941000987670805 0.0063376723596430618 0.0044128327957003747 0.0017629927540657026 0.0017189095201311417 0.00068164944192357433 0.0071983427592848597 -0.00083976534849715151 0.0062327769632981502 0.0065650647890761081 0.0070129290228257545 0.004237007364523696 0.0057325008041001907 0.0064035428243446055
leaf_weight=1009 23 46 34 22 61 48 30 24 28 134 82 63 59 87 26 150 35 210 20 24 46 50 34 24 56 331 27 38 182 118
leaf_count=1009 23 46 34 22 61 48 30 24 28 134 82 63 59 87 26 150 35 210 20 24 46 50 34 24 56 331 27 38 182 118
internal_value=0 0.00314017 0.00650721 0.00480851 0.00228538 0.00659786 0.00277952 0.00664983 0.00334042 0.00300684 0.00668105 0.00431017 0.00689808 0.00581558 0.000798484 0.00633792 0.00604127 0.00683718 0.00657694 0.0030821 0.0026396 0.00138897 0.00616472 0.000374075 0.00575384 0.0067284 0.00619211 0.00360974 0.00589791 0.00693026
internal_weight=0 673 2448 228 445 2351 334 2303 238 208 2279 97 1396 144 111 883 394 1337 489 84 180 96 121 85 76 413 359 60 209 1127
internal_count=3121 673 2448 228 445 2351 334 2303 238 208 2279 97 1396 144 111 883 394 1337 489 84 180 96 121 85 76 413 359 60 209 1127
is_linear=0
shrinkage=0.00145693


Tree=493
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 2 14 4 49 11 2 0 15 50 1 1 0 3 4 15 12 4 1 11 15
split_gain=4776.08 755.738 397.789 346.312 244.392 193.872 173.785 169.773 169.34 127.01 107.731 94.6126 67.5761 60.0867 47.4399 44.8274 43.8044 78.832 43.4905 39.29 36.4453 36.4282 39.4348 35.1445 32.6663 32.2178 31.1819 29.8385 28.8291 28.6425
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.092235000000000025 0.09253500000000002 0.10613000000000002 0.13754500000000003 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 1.0000000180025095e-35 0.094835000000000017 -0.11173999999999999 -0.10469999999999999 0.041865000000000006 0.12000500000000001 0.13075500000000004 -0.22491999999999998 -0.11171999999999999 0.0067750000000000006 -0.059484999999999989 0.09202500000000001 -0.0073899999999999999 0.12408500000000001 0.082485000000000017 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 6 7 19 11 15 -8 14 16 -11 -2 21 -1 17 -4 29 -3 -5 -9 -23 -18 -17 -24 -27 -14 -16 -6
right_child=1 4 5 20 18 -7 9 10 -10 12 -12 -13 27 -15 28 24 23 -19 -20 -21 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0084364081685174269 0.004928347336434517 0.0029263365039054329 0.009128699513968646 0.0040267540348513549 0.00081276909733162905 0.0041789490062151121 0.0056630841743683458 0.0056208097672088677 0.0040078228932605656 0.0055261767429126661 0.0051182200335806562 0.0098396686475601004 0.0033104798775067676 0.0073490451778231202 0.0099227000160986619 0.0071783982805149384 0.0082439302362363569 0.0063601679425844826 0.002385300733023748 0.0010315043908899731 0.0020250228579502347 0.0061785381481163299 0.008049174089016696 0.0072248922999277234 0.004959937674310402 0.0076598962056183958 0.0068558538634128485 0.0019659912664476689 0.0080220134021641663 -0.0010349774323315253
leaf_weight=26 23 30 28 60 64 26 54 21 69 22 37 64 120 121 21 29 1330 63 26 66 24 42 173 67 22 224 153 42 53 21
leaf_count=26 23 30 28 60 64 26 54 21 69 22 37 64 120 121 21 29 1330 63 26 66 24 42 173 67 22 224 153 42 53 21
internal_value=0 0.0036377 0.00776719 0.00567014 0.00259636 0.00790656 0.00318288 0.00794914 0.00556972 0.00381181 0.00740017 0.00820524 0.00326851 0.00696241 0.00752307 0.00696933 0.00813494 0.00721202 0.000831536 0.00162364 0.00345483 0.00739772 0.00746076 0.00819506 0.00622142 0.00755867 0.00733359 0.00296191 0.0085614 0.000356267
internal_weight=0 673 2448 228 445 2302 334 2276 146 238 724 1552 184 144 687 77 1488 91 111 96 84 613 592 1397 51 550 377 162 74 85
internal_count=3121 673 2448 228 445 2302 334 2276 146 238 724 1552 184 144 687 77 1488 91 111 96 84 613 592 1397 51 550 377 162 74 85
is_linear=0
shrinkage=0.00137286


Tree=494
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 1 2 150 2 2 47 1 4 0 3 3 0 2 1 52 0 4 4 481 14
split_gain=2925.63 470.052 287.591 261.056 202.164 147.256 86.8764 86.3868 80.1812 73.1615 51.2785 50.5889 45.7751 43.7088 35.7576 34.2364 36.3309 32.5562 42.1483 28.6912 46.2596 36.5836 28.3556 27.737 26.3416 25.1984 24.4724 23.4589 21.7134 21.6414
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.17025000000000004 -0.0091949999999999983 1.0000000180025095e-35 0.11669000000000002 0.41555500000000006 -0.062294999999999996 0.31370500000000007 0.076840000000000006 -0.036484999999999997 0.088850000000000012 0.076935000000000017 0.40674500000000008 -0.030209999999999997 0.015030000000000002 -0.036839999999999991 -0.0079799999999999992 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 15 6 10 -6 12 -5 22 14 23 19 -12 16 -3 18 -17 20 21 -4 24 25 -1 26 -7 -2 -24 -18
right_child=1 2 13 9 7 8 -8 -9 -10 -11 11 -13 -14 -15 -16 17 29 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014078777266787953 0.014148655087805473 0.010792736692789604 0.0083693292909386395 0.013182338033906912 0.013032748087659425 0.013680128385319104 0.015098362946921743 0.010958783950758003 0.011631735718203117 0.01108622761572815 0.012177193943169063 0.011848087200003955 0.011894669746349631 0.008446002250874482 0.013673416473575249 0.012730600245548982 0.010871640015896199 0.01012223997269855 0.010588384606665965 0.0090369316331306345 0.011418700870020702 0.010380038214891559 0.01436514713811694 0.013972441218376605 0.012803934403188152 0.012229987338452104 0.012994253434077174 0.012763573088505139 0.01363521392423819 0.0095707274143867448
leaf_weight=935 50 137 21 34 84 147 76 39 41 63 23 25 28 49 268 29 22 21 21 48 26 28 61 92 22 29 130 24 474 74
leaf_count=935 50 137 21 34 84 147 76 39 41 63 23 25 28 49 268 29 22 21 21 48 26 28 61 92 22 29 130 24 474 74
internal_value=0 0.0109613 0.010623 0.0136723 0.0111294 0.0137487 0.0138922 0.0123751 0.0131698 0.0118209 0.0138415 0.0134201 0.0133179 0.00936576 0.0135552 0.0106254 0.0104121 0.0113255 0.0118309 0.00973216 0.0101771 0.00951831 0.0139308 0.013418 0.0140495 0.0132513 0.0133582 0.0136994 0.0137184 0.00986885
internal_weight=0 673 599 2448 427 2351 1884 123 467 97 1808 316 426 172 291 304 233 71 50 123 75 49 1492 398 957 306 277 74 535 96
internal_count=3121 673 599 2448 427 2351 1884 123 467 97 1808 316 426 172 291 304 233 71 50 123 75 49 1492 398 957 306 277 74 535 96
is_linear=0
shrinkage=0.00115159


Tree=495
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 2 124 4 14 50 4 1 0 40 1 457 123 43 2 15 16 2 14 47 11
split_gain=3223.38 543.105 267.452 246.789 167.768 161.442 130.841 130.549 115.573 94.488 69.6487 67.5489 61.7669 60.6655 47.6196 35.6145 49.2748 35.9551 33.4616 32.9651 30.0702 30.0079 27.449 26.9395 25.1672 23.7859 23.6949 23.6362 22.8287 22.2944
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14753000000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089885000000000007 0.11928500000000002 -0.080389999999999989 -0.15464999999999998 0.062655000000000016 0.041865000000000006 -0.013125 0.093100000000000002 0.18019500000000002 -0.077714999999999992 0.091450000000000017 0.048635000000000005 0.106035 0.066275000000000014 0.11411 -0.087894999999999987 0.13751500000000003 0.13754500000000003 -0.23083499999999998 0.08265500000000002 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 7 9 18 -9 13 29 20 -10 19 24 17 28 22 -3 -1 -4 26 -11 -5 -7 -6 27 -14 -17 -2
right_child=1 5 11 23 25 14 -8 8 12 15 -12 -13 21 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0081289862453771729 0.0071679341937160041 0.0034290952654614289 0.0039953216004483755 0.0052191028562411689 0.0044678477137183254 0.0019102008948336858 0.0047195999187950649 0.0062049051109064612 0.0062079482820905675 0.0079873831176963065 0.0047655932924049035 0.0072765134612146013 0.005402442880116775 0.0094323524307803209 0.0036456386023783643 0.0072611967176269068 0.0052757343989976386 0.0060094235085747134 0.0018292785544422893 0.0075481581780254981 0.0057815904321997158 0.0021598548540522813 0.0070681587968571737 0.0036449283708412709 0.00013824823891208637 0.0063777673960005044 0.0026482736974409202 0.003876466435760134 0.0086183940319532089 0.0085282179053328879
leaf_weight=1127 99 45 38 31 27 53 24 53 20 400 20 28 22 59 23 348 22 20 50 210 31 20 69 54 20 21 23 112 24 28
leaf_count=1127 99 45 38 31 27 53 24 53 20 400 20 28 22 59 23 348 22 20 50 210 31 20 69 54 20 21 23 112 24 28
internal_value=0 0.00437759 0.00770354 0.00604459 0.00779391 0.00350062 0.00784581 0.0039302 0.00444058 0.00787874 0.00710019 0.00551334 0.00396591 0.0080967 0.00195683 0.00753414 0.00723301 0.00777678 0.00258709 0.00803776 0.00479785 0.00371257 0.00785215 0.00421904 0.00142473 0.00530344 0.00391037 0.004127 0.00734876 0.00746784
internal_weight=0 673 2448 232 2351 441 2303 345 250 2279 147 97 197 1396 96 883 394 489 95 1337 69 177 469 85 73 48 157 134 372 127
internal_count=3121 673 2448 232 2351 441 2303 345 250 2279 147 97 197 1396 96 883 394 489 95 1337 69 177 469 85 73 48 157 134 372 127
is_linear=0
shrinkage=0.00134594


Tree=496
num_leaves=31
num_cat=0
split_feature=1 3 403 1 45 0 12 1 2 16 13 49 475 2 3 4 16 3 447 457 1452 159 51 11 13 2 12 49 43 484
split_gain=69.1768 19.4847 16.1763 12.5944 18.926 11.7925 10.9847 9.51602 9.82362 8.63998 12.0148 7.52731 9.64183 8.01345 8.21969 8.89009 11.8602 7.13277 7.05201 8.00289 6.86845 7.33614 8.85479 12.5781 10.2859 10.1551 9.91216 8.5442 6.88121 6.76959
threshold=0.10124500000000002 -0.03694999999999999 -0.0059799999999999992 0.14262000000000002 0.10331000000000001 0.22582000000000002 -0.12529499999999996 0.13075500000000004 -0.045829999999999989 0.054560000000000004 -0.47860499999999995 0.11560500000000001 0.068270000000000011 0.14122000000000004 0.090900000000000009 -0.49013999999999996 -0.0087049999999999992 -0.076969999999999997 0.084510000000000016 0.09228500000000002 0.087590000000000015 0.11389500000000001 0.11144500000000002 1.0000000180025095e-35 -0.0039049999999999992 0.097220000000000015 0.085355000000000014 -0.14811499999999997 0.0034250000000000005 -0.070054999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 6 11 -3 8 -4 10 -5 12 13 14 18 -16 -17 -13 19 20 21 22 23 27 -24 26 -25 -1 -29 -8
right_child=1 3 7 9 -6 -7 29 -9 -10 -11 -12 17 -14 -15 15 16 -18 -19 -20 -21 -22 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0011525590372887073 0.00041061643730506405 0.0033649307797145602 0.0048079267505382354 0.001480062927799218 0.0044418380372203397 0.00065083046102046651 -0.00019941091232355228 0.001496681170342963 0.0026975803874578728 0.0019274380168123695 -0.0010444853257717899 0.0029201217692564375 0.004476011202145286 0.001158045091246018 0.0031558948846048401 0.0023635322900058316 -0.00027800204586225639 0.0015532149565796135 0.0018164280546968644 0.0042754830446931251 0.0038210200639177115 0.0018110977888224848 0.002828469538709411 0.0062841335570834921 0.0008709410976980586 0.0024402010215956046 0.003775813051258159 0.0030520399967118674 0.0025938168904352751 0.0015278556263157302
leaf_weight=22 30 26 20 26 20 20 20 50 209 26 39 59 32 22 40 39 22 68 45 38 71 49 58 22 36 21 32 1310 342 307
leaf_count=22 30 26 20 26 20 20 20 50 209 26 39 59 32 22 40 39 22 68 45 38 71 49 58 22 36 21 32 1310 342 307
internal_value=0 0.00185816 0.00241782 0.00148545 0.00171954 0.0028503 0.0015653 0.00263364 0.00288189 0.000525935 -3.4666e-05 0.0028692 0.00290849 0.00288537 0.00290307 0.00210196 0.00141085 0.00218823 0.00294261 0.00296794 0.00294263 0.00290966 0.00293887 0.0029851 0.00207878 0.00413762 0.00479772 0.00293346 0.00295718 0.00142221
internal_weight=0 773 309 464 373 2348 353 279 229 91 65 2328 2201 2169 2147 101 61 127 2046 2001 1963 1892 1843 1749 94 75 54 1674 1652 327
internal_count=3121 773 309 464 373 2348 353 279 229 91 65 2328 2201 2169 2147 101 61 127 2046 2001 1963 1892 1843 1749 94 75 54 1674 1652 327
is_linear=0
shrinkage=0.00287666


Tree=497
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 457 3 13 12 49 14 4 4 0 11 51 16 1212 403 1 12 12 39 159 49 133 0 3 52 4
split_gain=56.2759 16.6656 15.145 10.1876 9.30914 9.39443 8.35791 8.61479 8.3108 8.98998 10.7238 8.1253 7.93987 17.1374 9.95152 7.67506 7.03793 7.77517 8.0546 7.02827 6.73695 6.73571 9.25525 6.50967 6.43923 7.4137 8.19901 5.79422 5.69037 8.26882
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.31508000000000008 0.31534000000000006 -0.15714499999999998 0.11472500000000001 1.0000000180025095e-35 -0.47013499999999991 0.63113500000000011 -0.082249999999999976 -0.026509999999999995 0.077290000000000011 -0.16666999999999996 -0.083539999999999989 0.091580000000000009 -0.085994999999999988 0.085760000000000017 0.10866500000000003 0.051320000000000005 0.10076500000000001 0.082105000000000025 0.11560500000000001 0.10051500000000001 -0.10011499999999998 0.42240500000000009 -0.53299999999999992 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 7 -2 9 10 -9 27 15 14 24 -4 19 20 -19 -17 -18 22 -12 -3 28 26 -26 -8 29 -14
right_child=6 23 4 -5 -6 -7 11 8 -10 -11 21 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00061940874192883348 0.0035654803629310526 0.0023651363222334234 0.0050971475591511071 0.0025297446016963442 0.0012016782919125344 0.00088003631514149271 0.00074192956252819417 0.0031205910702123926 0.0036319973743238728 0.0028004201019523143 0.0014704492916915856 0.0019627875620386818 0.0032931487824421125 0.00058786178853617761 0.0048837849689483655 0.0036477680173916359 0.0033397118259561845 0.00018936462578070842 0.0031980822910749351 0.0057185888507931314 0.0014688741211781112 -0.00082195090337258627 -0.00076263505420788471 0.00034085175868674562 0.00074514249065257734 0.00077500602725290031 0.0032137957626160443 -0.001872947938897174 0.002992145130450828 0.0058436771570445946
leaf_weight=22 28 38 30 27 32 23 20 26 21 43 116 24 60 35 33 160 424 21 21 22 24 27 27 37 20 31 77 20 1612 20
leaf_count=22 28 38 30 27 32 23 20 26 21 43 116 24 60 35 33 160 424 21 21 22 24 27 27 37 20 31 77 20 1612 20
internal_value=0 0.00296373 0.0030082 0.00111584 0.00304326 0.00306581 0.00150549 0.00175502 0.00156005 0.001378 0.00106594 0.000382602 0.00308522 0.00296924 0.00301422 0.00339714 0.00332125 0.00310699 0.00169372 0.00389809 0.00323949 0.000751696 0.00104882 0.00136649 0.00298032 0.00223742 0.0027048 -0.000565509 0.00303653 0.00393078
internal_weight=0 2769 2694 49 2645 2613 352 288 260 239 196 64 2590 1888 1853 702 672 490 42 182 448 170 143 75 1820 128 97 40 1692 80
internal_count=3121 2769 2694 49 2645 2613 352 288 260 239 196 64 2590 1888 1853 702 672 490 42 182 448 170 143 75 1820 128 97 40 1692 80
is_linear=0
shrinkage=0.00343522


Tree=498
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 2 3 42 4 14 47 2 2 34 4 0 52 15 1 2 14 131 31 43 160 3 15 16 16 159
split_gain=2752.58 480.452 266.17 232.593 169.253 142.425 130.67 104.246 97.379 92.1599 75.6262 67.8866 49.4216 56.8738 43.7256 42.5592 34.7216 32.2148 29.5898 50.722 28.0791 27.5785 26.1442 26.0783 23.8019 33.3118 23.1907 22.7222 34.4755 41.4227
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.080389999999999989 0.10467500000000002 0.13404500000000005 -0.022174999999999997 -0.0060199999999999993 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.13754500000000003 -1.0000000180025095e-35 0.42051500000000003 -0.062294999999999996 -0.56176499999999996 -0.45963999999999994 0.089770000000000016 0.097845000000000015 -0.23083499999999998 0.08844500000000001 -0.077289999999999984 -0.080324999999999994 -1.0000000180025095e-35 0.31534000000000006 0.090455000000000021 0.0057500000000000008 0.083160000000000026 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 6 8 15 -1 9 11 12 27 13 22 -15 -3 -13 -16 -18 -20 -6 24 -4 -9 -14 -26 -11 -5 29 -29
right_child=1 2 10 5 20 -7 -8 23 -10 26 -12 16 21 14 17 -17 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0060296929370537876 0.0063342141546656209 0.0063308625517826157 0.0024822925751849557 0.0065196502903413552 0.0041271968069767559 0.0043021455197800092 0.0033805414354259487 0.0040279398119183194 0.0038678332865020324 0.0080792437669421086 0.0039191916630677238 0.0070644740224130335 0.0021153881181092487 0.0042503128290576966 0.0036340029171370962 0.0044008707492935893 0.0060499336451889235 0.0016869404571541098 0.0038267159337991223 0.0060007063977483947 0.0030456541510542404 0.0028099299893489709 0.00069562529144740154 0.0023959301557098913 0.0015306599554301796 -0.00024730836979795388 0.0068448027083650486 0.0060219873823866036 0.006487246947138689 0.0039808820044500443
leaf_weight=35 76 62 22 1172 41 49 46 41 22 48 37 43 32 33 20 21 739 28 23 41 168 20 23 20 39 23 37 43 97 20
leaf_count=35 76 62 22 1172 41 49 46 41 22 48 37 43 32 33 20 21 739 28 23 41 168 20 23 20 39 23 37 43 97 20
internal_value=0 0.00355487 0.00321141 0.0062052 0.00390924 0.00627872 0.00496463 0.00441774 0.00632111 0.00634496 0.0023599 0.00629824 0.00211951 0.00262527 0.00321203 0.00584255 0.00603867 0.00249822 0.00598374 0.00521943 0.00325782 0.00156051 0.00156911 0.00349285 0.00129468 0.000871091 0.0075419 0.00646311 0.00604891 0.00537402
internal_weight=0 691 615 2430 338 2334 129 96 2285 2263 277 2178 240 126 81 83 846 48 803 64 209 114 45 61 94 62 85 1332 160 63
internal_count=3121 691 615 2430 338 2334 129 96 2285 2263 277 2178 240 126 81 83 846 48 803 64 209 114 45 61 94 62 85 1332 160 63
is_linear=0
shrinkage=0.00117172


Tree=499
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 43 1 14 4 2 2 13 1 1 1 1429 51 160 150 0 4 1 16 52 47 1 4 3
split_gain=2715.4 434.314 215.938 189.748 162.038 134.592 105.098 103.761 79.0848 71.8877 62.4876 58.5859 48.8858 46.6273 44.2432 36.7819 36.751 49.9804 26.3285 25.7212 28.9087 23.9201 28.8128 34.7522 23.9133 23.4957 23.2583 22.6241 21.9799 21.6595
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 -0.025214999999999998 0.092845000000000025 0.062655000000000016 -0.16363499999999997 0.092235000000000025 0.11177500000000001 -0.47860499999999995 0.12337000000000002 0.12205500000000001 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.081905000000000019 0.083095000000000016 0.18019500000000002 -0.013125 0.086455000000000018 -0.008904999999999998 -0.16675999999999999 0.090100000000000013 0.13075500000000004 -0.013514999999999998 0.51139500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 9 15 -4 11 -9 16 26 29 28 -3 18 19 -1 -18 -21 22 -13 -24 -14 -11 -12 -5 -2 -6
right_child=1 4 8 27 13 -7 -8 10 -10 25 12 21 24 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0070196683825383775 0.0068274692358862993 0.0032567389858832686 0.0061923943907463948 0.0040230333465517071 0.001429187820515372 0.0045526656920554173 0.0040551089625882218 0.0061780858040440482 0.0038197170066946117 0.0066820651328404063 0.0040561078815644818 0.006677699000824917 0.0036748222541788012 0.00023183569728624069 0.0045452058756886076 0.0021026998338135312 0.0067394188248659634 0.0046804500199241978 0.0058052193378725463 0.0066089615728678434 0.0045843173718767742 0.0050123695565947026 0.0062748845127768866 0.0047342717308619881 0.0023311514948571354 0.0082640952097141115 0.0057839389727030307 0.0025567190494499756 0.0057061318452452476 0.0029975975435177033
leaf_weight=951 68 89 37 60 32 48 24 20 60 20 30 356 71 33 27 91 453 22 30 27 20 20 289 26 31 65 22 24 49 26
leaf_count=951 68 89 37 60 32 48 24 20 60 20 30 356 71 33 27 91 453 22 30 27 20 20 289 26 31 65 22 24 49 26
internal_value=0 0.00369617 0.00659106 0.00512865 0.00296222 0.00666806 0.00671215 0.00335273 0.00472476 0.00674013 0.00405557 0.00669551 0.00377992 0.0014431 0.00601798 0.00267331 0.00683694 0.00656332 0.00698253 0.00664617 0.00574741 0.0063879 0.0064289 0.00614772 0.00326645 0.00789185 0.00478711 0.00360409 0.00635785 0.00213227
internal_weight=0 673 2448 228 445 2351 2303 354 97 2279 174 2194 154 91 144 180 1503 522 981 500 47 691 671 315 102 85 52 84 117 58
internal_count=3121 673 2448 228 445 2351 2303 354 97 2279 174 2194 154 91 144 180 1503 522 981 500 47 691 671 315 102 85 52 84 117 58
is_linear=0
shrinkage=0.00127639


Tree=500
num_leaves=31
num_cat=0
split_feature=1 3 148 4 133 2 51 15 0 4 3 15 16 156 48 4 159 16 52 13 43 13 159 0 41 132 3 13 13 4
split_gain=72.2992 18.5169 15.7506 18.6802 11.0119 15.746 16.6286 15.4488 10.5521 9.72083 9.56666 8.36033 7.94944 14.8221 10.5628 15.4765 15.2457 30.5065 9.14434 8.13719 10.4916 8.03069 7.9175 8.02907 7.742 6.79389 8.6551 6.57578 9.98122 6.78241
threshold=0.10124500000000002 0.31370500000000007 -0.10069499999999999 -0.015624999999999998 0.085265000000000021 0.090310000000000015 0.10411500000000001 -0.41942499999999994 0.22582000000000002 0.071150000000000005 0.0022600000000000003 -0.10469999999999999 0.013515000000000001 -0.031569999999999994 0.092150000000000024 -0.49013999999999996 0.050895000000000003 0.10246000000000001 -0.13993999999999998 -0.086589999999999986 -0.0019149999999999998 -0.0057949999999999989 0.082585000000000006 -0.070154999999999981 0.078475000000000017 0.10512500000000001 0.42240500000000009 0.0049450000000000006 0.14871000000000004 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 22 5 7 9 -5 12 -7 24 -9 18 -14 15 -15 19 -18 -1 -17 -21 -16 23 -4 -11 26 -3 29 -29 -20
right_child=1 25 3 4 -6 6 -8 11 -10 10 -12 -13 13 14 21 16 17 -19 27 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0049149950675370421 -0.000726022870987406 0.00097523523493951941 0.0054231669369645087 0.0010878842574506005 0.0011921272738237383 -3.7418315166218013e-05 0.0046675076085294139 0.0062051790906612449 0.00088595087905166256 0.00036979133555215655 0.0028998729502180544 0.0036000250566782933 0.0047960172314267602 0.0046452849439737372 0.0026120357109860235 0.0049909930045193623 -0.0020773366655937233 0.0032523406841898283 0.0037949427785148732 0.0032249305064128556 0.00094299141063736939 -0.00032757260873110311 0.0016886842621376737 0.0034206106188721837 0.0030027129160066666 0.0023671603203424207 -0.0018150742314649907 0.0024231991823009712 0.0040642244387815041 0.0031643545249412171
leaf_weight=73 20 56 34 29 115 42 25 20 20 57 72 89 62 70 28 28 24 35 1272 193 31 22 26 121 20 27 20 139 76 275
leaf_count=73 20 56 34 29 115 42 25 20 20 57 72 89 62 70 28 28 24 35 1272 193 31 22 26 121 20 27 20 139 76 275
internal_value=0 0.00223555 0.0024565 0.00255442 0.00217098 0.00248897 0.00187518 0.00344967 0.00351934 0.00150969 0.00194579 0.00407803 0.00354196 0.00313148 0.00289204 0.00309852 0.00275038 0.00108434 0.00365224 0.00314044 0.00290913 0.00131861 0.003548 0.00385988 0.00105367 0.000798301 0.000240943 0.00359993 0.00300328 0.00368285
internal_weight=0 773 670 650 469 354 216 138 2348 191 149 109 2328 493 431 381 311 59 1835 252 224 50 181 155 77 103 76 1762 215 1547
internal_count=3121 773 670 650 469 354 216 138 2348 191 149 109 2328 493 431 381 311 59 1835 252 224 50 181 155 77 103 76 1762 215 1547
is_linear=0
shrinkage=0.00364098


Tree=501
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 2 150 2 4 1 2 2 47 12 4 15 4 1 0 3 14 1 16 48 4
split_gain=3558.49 561.169 356.498 311.895 214.419 176.968 105.845 100.545 96.6136 96.452 93.4199 64.5897 64.1875 63.9617 62.7549 63.8037 46.1556 33.3349 28.9738 33.7698 27.1452 27.0396 25.9895 32.1368 24.8313 23.1276 23.1091 23.1297 43.8688 22.4153
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14285500000000004 0.11474000000000002 1.0000000180025095e-35 0.14753000000000002 0.27834500000000006 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.090100000000000013 0.09141500000000001 -0.51843499999999987 -0.41942499999999994 0.23246000000000003 0.076935000000000017 -0.030209999999999997 -0.12018999999999998 -0.46166999999999997 0.11669000000000002 -0.29154999999999992 0.081805000000000017 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 14 -5 12 11 21 22 13 -4 18 16 -16 25 19 -1 -14 -6 23 29 -20 -3 27 -27 -29 -7
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 -13 20 -15 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.010490397442703248 0.0083247682570825807 0.0053377812317789378 0.0046664478357085256 0.0077049338473649184 0.0082282545172325562 0.0082300560428207221 0.010185316916899308 0.0046571488000361136 0.0050368199601650131 0.0054014816180980143 0.0043609988319110388 0.0056506099760658679 0.0026236398106816942 0.0025647830735852604 0.0061340151296810971 0.0057015523835280153 0.0082405963652176228 0.0056403333462201177 0.0068178840703860179 0.0086624101019329835 0.00096910177851717465 0.006468727583117017 0.0085607623196225831 0.006291142579545851 0.0083261021942331627 0.0050309032111681053 0.0028193368576508596 0.0022239828124672829 0.0044000577754121422 0.0074175477781127219
leaf_weight=21 71 26 40 34 49 147 76 63 37 39 24 28 32 113 23 25 274 33 24 1132 55 28 92 30 309 42 33 27 63 131
leaf_count=21 71 26 40 34 49 147 76 63 37 39 24 28 32 113 23 25 274 33 24 1132 55 28 92 30 309 42 33 27 63 131
internal_value=0 0.00452694 0.00407902 0.0082354 0.00509376 0.00833896 0.00853406 0.00572544 0.00288844 0.00755185 0.00682151 0.0077478 0.00255723 0.00311424 0.00846465 0.007893 0.00807746 0.00431473 0.00858852 0.0086957 0.00157767 0.00758843 0.0078946 0.00769562 0.0082174 0.0040857 0.00388841 0.00415568 0.00374724 0.00784718
internal_weight=0 673 602 2448 325 2351 1884 97 277 467 101 428 240 153 1808 322 297 224 1486 1153 87 77 400 308 333 191 165 132 90 278
internal_count=3121 673 602 2448 325 2351 1884 97 277 467 101 428 240 153 1808 322 297 224 1486 1153 87 77 400 308 333 191 165 132 90 278
is_linear=0
shrinkage=0.00142833


Tree=502
num_leaves=31
num_cat=0
split_feature=1 4 105 2 402 1456 48 51 47 12 160 12 1 0 52 151 15 10 123 3 156 4 151 13 16 43 131 2 12 3
split_gain=73.1398 18.4912 17.3383 21.7999 14.4406 11.2681 9.20613 10.9529 10.6184 12.794 13.7382 9.23884 10.1116 9.15131 8.19076 7.87884 7.7241 7.53335 7.25716 6.8225 6.89554 8.17319 19.0551 6.66676 15.0987 6.12074 9.03329 7.40228 10.712 16.2103
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 -0.049894999999999995 0.14093000000000003 0.10876000000000001 0.086785000000000015 0.11734000000000001 -0.065039999999999987 0.092255000000000018 0.10587000000000001 0.22582000000000002 -0.065544999999999978 -0.073794999999999986 -0.073184999999999986 -0.012544999999999999 0.085215000000000013 0.090900000000000009 0.091335000000000013 -0.059649999999999988 -1.0000000180025095e-35 -0.010739999999999998 -0.42170999999999997 0.0016850000000000001 0.023795 0.089885000000000007 0.088435000000000014 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 5 -3 7 8 9 10 14 12 -12 17 -7 -14 -9 -1 -16 25 21 -21 -23 -17 -25 -19 27 -27 29 -29
right_child=1 2 -4 -5 -6 6 -8 16 -10 -11 11 -13 15 -15 18 23 -18 19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.001521530974323337 0.0037066755843335689 0.0041882772833104279 0.0049628533168963075 -0.0011975801184500362 -0.00033794808648603239 0.0010998017612623776 0.00032315360204275702 0.0049030601755164754 0.0028428557717388794 0.004053050628319615 -0.00030785121262851461 -0.00064652250912388635 0.0027676421604239587 0.00098364751430235074 0.0040173728985254857 0.0017474357862542469 0.0020821885951590995 0.0035124386067676887 0.0015084507829629182 0.0032664427761405195 0.0039461753233785875 0.0035206582624046829 -0.00085296048971400334 0.0021214440977298213 -0.001965552783992271 0.0034032773389057942 0.005089500900968766 -0.0013778688940005337 0.0028806404813729288 0.0028356730512321092
leaf_weight=27 78 29 22 28 32 31 39 27 117 25 39 34 54 20 47 86 21 1740 20 38 32 22 27 22 22 205 25 20 167 25
leaf_count=27 78 29 22 28 32 31 39 27 117 25 39 34 54 20 47 86 21 1740 20 38 32 22 27 22 22 205 25 20 167 25
internal_value=0 0.00209615 0.0019154 0.00181578 0.00194659 0.00206585 0.00196045 0.00207762 0.00192393 0.001641 0.00147114 0.00104737 0.00130563 0.00333328 0.00258244 0.00164762 0.00366893 0.00335346 0.00326844 0.00337496 0.00256157 0.00205229 0.00111071 0.00118238 7.79457e-05 0.00341932 0.00305274 0.00293063 0.00247359 0.000962988
internal_weight=0 773 695 673 645 613 584 545 497 380 355 257 223 2348 98 184 48 2328 67 2301 119 87 49 130 44 2182 442 417 212 45
internal_count=3121 773 695 673 645 613 584 545 497 380 355 257 223 2348 98 184 48 2328 67 2301 119 87 49 130 44 2182 442 417 212 45
is_linear=0
shrinkage=0.00348843


Tree=503
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 1 2 2 2 4 1 2 150 2 132 2 47 1 0 15 52 3 1 4 3 3 3
split_gain=3544.43 583.88 367.533 282.932 212.074 176.162 103.804 93.4879 90.5275 85.9443 84.6685 63.7176 77.0723 57.6552 62.8659 53.3532 45.7722 45.5736 33.1866 29.755 28.5267 33.986 27.3844 27.1631 25.3752 25.3274 24.9644 23.8959 23.8761 23.7168
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.14285500000000004 0.11474000000000002 0.14753000000000002 0.40945500000000007 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.08764000000000001 0.087675000000000017 0.090100000000000013 0.076935000000000017 -0.030209999999999997 -0.41942499999999994 0.31405000000000005 0.0068900000000000012 0.11829500000000003 0.015030000000000002 0.31534000000000006 -0.14186499999999996 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 13 -4 -5 15 25 12 24 18 16 20 -15 22 23 -3 21 26 -13 -1 -9 -6 -7 -24 -20 -14
right_child=1 2 7 8 10 9 -8 11 -10 -11 -12 17 29 14 -16 -17 -18 -19 28 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071809262593559896 0.0067584391278834128 0.0031594862852466232 0.0042933815558324319 0.0062506299707018789 0.0065082421879179512 0.0066725767176109649 0.008329330737356944 0.0025571049173497649 0.0037877287719574357 0.0043734170373758378 0.003556199334217009 0.0016751231458143202 0.002506171539781523 0.0049183860119289191 0.0045550884211463371 0.0046363742023044227 0.0067065066341954575 0.002630670659750181 0.008027019172359609 0.004427386463528052 0.0069676415127960401 0.0049656960053353801 0.0008347968655033959 0.0057791961900646224 0.0042770504819058426 0.0049172486448685526 0.0059423309045512022 -0.0009097974794645237 0.0067388551536691019 0.0013031476425732361
leaf_weight=789 74 190 26 34 57 147 76 22 63 39 26 23 38 23 25 28 268 21 22 32 92 30 26 21 30 20 131 21 660 67
leaf_count=789 74 190 26 34 57 147 76 22 63 39 26 23 38 23 25 28 268 21 22 32 92 30 26 21 30 20 131 21 660 67
internal_value=0 0.00353491 0.00313667 0.00668691 0.00401155 0.00677091 0.00693669 0.00209895 0.00465101 0.00610212 0.00545414 0.00186889 0.0023383 0.00687815 0.00640615 0.00625964 0.00656518 0.00105902 0.00697812 0.00334225 0.00637327 0.00619573 0.000587526 0.00714459 0.00354938 0.006095 0.00632847 5.52973e-05 0.00678041 0.00173853
internal_weight=0 673 599 2448 325 2351 1884 274 97 467 103 248 157 1808 316 428 291 91 1492 222 400 308 70 810 52 77 278 47 682 105
internal_count=3121 673 599 2448 325 2351 1884 274 97 467 103 248 157 1808 316 428 291 91 1492 222 400 308 70 810 52 77 278 47 682 105
is_linear=0
shrinkage=0.00121641


Tree=504
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 1 3 2 2 150 2 12 0 47 1 1 4 47 4 12 4 0 12 2 4 0 49
split_gain=2346.2 390.48 227.623 205.321 147.62 115.561 82.5388 70.2988 68.944 66.0992 59.1246 58.4991 40.7464 40.1584 36.3381 33.7319 64.1443 47.3221 33.6102 31.2413 28.5677 26.7978 25.8045 23.1352 25.3335 24.5123 21.9873 21.8983 21.6374 20.5789
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.31370500000000007 0.09253500000000002 0.076840000000000006 0.11474000000000002 0.13501500000000002 1.0000000180025095e-35 -0.090999999999999984 -0.42850999999999995 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.13075500000000004 0.0061450000000000003 0.090100000000000013 -0.0070899999999999991 0.087695000000000009 0.038415000000000012 0.14486500000000005 0.095175000000000023 0.15950500000000004 -0.51843499999999987 -0.026509999999999995 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 9 -5 18 21 12 23 -1 -9 16 17 -15 -4 22 -3 -6 27 24 25 -7 -16 -17 -13 -19
right_child=1 2 7 8 10 11 -8 14 -10 -11 -12 28 -14 15 26 19 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0055402800661984494 0.0075300868300269145 0.0036686865653418848 0.0041215742805777627 0.0070041843403521546 0.0083478594112563788 0.0081400576571896092 0.0092947917153449917 0.0027986884596277279 0.0042476185992756923 0.0047614625815373688 0.0041240357374005112 0.0063425406880108443 0.005168379708176356 0.0074290521170424185 0.0015652226464043368 0.0096042378036520267 0.0091200995534425865 0.006533790602552483 0.0022511702834840824 0.0069463790752565691 0.0052620196782586746 0.0062813592680865532 0.0075901292679130461 0.006595863683534391 0.0058439046804972944 0.0071375519738607956 -0.00046078440374569638 0.0079486836666476969 0.004240362075151132 0.0045165057608223952
leaf_weight=22 74 190 30 34 21 102 76 34 63 50 26 22 27 49 32 20 25 20 106 118 32 56 821 125 23 142 22 701 26 32
leaf_count=22 74 190 30 34 21 102 76 34 63 50 26 22 27 49 32 20 25 20 106 118 32 56 821 125 23 142 22 701 26 32
internal_value=0 0.00414918 0.0037315 0.00743815 0.00461453 0.00752992 0.00770212 0.00268412 0.00521384 0.00322766 0.00615812 0.00683521 0.00702209 0.00763518 0.00153529 0.00766098 0.00688278 0.00632899 0.00266376 0.00772005 0.00389836 0.00684495 0.00777925 0.00714977 0.00740909 0.00755663 0.000739812 0.00799461 0.00520386 0.00529238
internal_weight=0 673 599 2448 325 2351 1884 274 97 186 103 467 419 1808 88 1786 126 101 136 1660 222 77 1542 392 267 244 54 721 48 52
internal_count=3121 673 599 2448 325 2351 1884 274 97 186 103 467 419 1808 88 1786 126 101 136 1660 222 77 1542 392 267 244 54 721 48 52
is_linear=0
shrinkage=0.00156007


Tree=505
num_leaves=31
num_cat=0
split_feature=1 3 132 12 1 45 12 0 123 12 2 16 0 15 41 43 1209 133 15 0 0 12 3 2 133 3 16 4 4 4
split_gain=88.1295 22.4118 13.3631 13.1552 12.5741 18.5397 11.1893 9.6792 9.29983 8.44739 8.42286 10.9546 8.33178 7.08742 11.7643 10.4518 8.79172 7.8717 10.9088 12.0516 16.5118 9.6754 8.23147 8.93072 8.34195 8.56939 6.95013 6.74183 7.04059 6.46657
threshold=0.10124500000000002 -0.03694999999999999 -1.0000000180025095e-35 0.10711000000000002 0.14262000000000002 0.10331000000000001 0.11472500000000001 -0.11242999999999999 0.091310000000000016 -0.12529499999999996 0.13501500000000002 0.13751500000000003 1.0000000180025095e-35 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.091045000000000001 1.0000000180025095e-35 -0.11033999999999998 -0.10607499999999999 -0.14226499999999997 0.099815000000000015 -0.10023499999999998 0.083585000000000007 0.08784500000000002 -0.055119999999999995 -0.43320999999999993 -0.42529999999999996 -0.04890499999999999 -0.015624999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 7 5 9 -5 -4 10 -3 13 -12 26 15 -15 -1 17 18 -17 20 -20 27 -19 -24 -25 -26 -6 -21 -29 -11
right_child=1 4 3 6 12 -7 -8 -9 -10 29 11 -13 -14 14 -16 16 -18 22 19 21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00072897576564703208 0.00037783381667204471 0.0029529983212723938 0.0011732757945137871 7.3856777261864516e-06 -0.00043227920686806796 0.0041741762958540018 0.0022981890907015643 0.0030392004414225527 0.0010666109053860606 0.0020876126901285216 0.00052162224110384144 0.0031877302986460221 -0.00096642202959608414 0.0029654190841214728 0.0044774817266330065 0.00331136743480164 0.0010134905334436188 0.0044139810137941472 0.0021656032013467543 0.0034894620837991044 -0.00062616981929553223 0.0014875394359111977 0.0013309818352469558 0.0034673839090544156 0.0025829947375595607 0.0044646694037697738 0.0015163089602034962 0.0013699028473847981 0.0027089945639137327 0.0011176193297466582
leaf_weight=20 25 26 24 26 20 20 44 190 23 66 27 21 24 1036 41 123 22 31 62 74 22 54 25 195 256 20 47 34 262 261
leaf_count=20 25 26 24 26 20 20 44 190 23 66 27 21 24 1036 41 123 22 31 62 74 22 54 25 195 256 20 47 34 262 261
internal_value=0 0.00174067 0.00231833 0.00248915 0.00135597 0.00158108 0.00144732 0.00282994 0.00281842 0.00143416 0.00283575 0.00168804 0.000433262 0.00285994 0.00302298 0.00271361 0.00274725 0.00278019 0.00257159 0.00239247 0.00143442 0.00258227 0.00302996 0.00294346 0.00302904 0.00271935 0.000934641 0.00274204 0.00255518 0.0013134
internal_weight=0 773 309 284 464 373 70 214 2348 353 2325 48 91 2277 1077 1200 1180 1158 631 508 84 424 527 496 471 276 67 370 296 327
internal_count=3121 773 309 284 464 373 70 214 2348 353 2325 48 91 2277 1077 1200 1180 1158 631 508 84 424 527 496 471 276 67 370 296 327
is_linear=0
shrinkage=0.00276853


Tree=506
num_leaves=31
num_cat=0
split_feature=1 124 2 457 33 3 12 47 158 42 13 3 52 12 132 13 130 376 10 10 2 52 0 11 1419 1429 160 16 4 48
split_gain=72.1693 20.7727 14.5434 11.2457 10.6516 9.92472 8.63189 8.48734 7.91563 7.85699 9.91606 7.59253 6.72367 7.96738 6.70159 13.4166 6.68098 7.29597 6.81276 8.04085 8.79022 6.55615 6.68901 6.54214 6.18325 8.37914 15.869 11.1256 13.325 12.5634
threshold=0.11846000000000002 -0.076779999999999987 0.10527500000000002 0.083415000000000017 0.082285000000000011 0.31370500000000007 -0.42850999999999995 0.11312500000000002 0.07968500000000002 -0.0060199999999999993 -0.0087749999999999981 -0.0025099999999999996 0.11639500000000001 0.083815000000000014 0.081465000000000024 -0.014169999999999999 -0.0060099999999999989 0.11430500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.116525 -0.0015799999999999998 -0.09515499999999999 0.094350000000000003 0.083440000000000014 0.084770000000000012 -0.080719999999999986 0.19444000000000003 -0.39518999999999993 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 7 8 16 -7 14 23 -1 11 -11 13 -10 -4 -16 -2 18 -18 20 -20 22 -15 24 25 27 -27 28 -3 -29
right_child=5 2 3 -5 -6 6 -8 -9 12 10 -12 -13 -14 21 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0034735888732169004 0.00026434262631617556 0.0064829697862447584 0.0034317916738335606 0.00089399846728497527 0.006453725721626509 0.0020429179428494456 -0.00048055334389111181 0.0006199722066708034 0.0063295782821503402 0.0027709489860024178 -0.00081440888929869672 0.0001592588030509616 0.0025129875433946777 0.0054580403427636186 0.0039148760087884702 -0.00030751141798271507 0.00097473725965828483 -6.8586067506812488e-05 0.0043518266246592146 0.00086174388400732122 0.0023691246991202723 0.0054358268421128026 0.0031550010051942237 0.0013601288698544955 0.0046856281445710884 -6.4598023437933174e-05 0.0036121024640357615 0.0031185295368556642 0.0036835330728289479 -6.4320284999336923e-05
leaf_weight=48 31 27 372 38 22 34 56 20 36 71 22 23 26 26 24 23 41 20 57 29 90 51 81 20 83 28 53 100 1545 24
leaf_count=48 31 27 372 38 22 34 56 20 36 71 22 23 26 26 24 23 41 20 57 29 90 51 81 20 83 28 53 100 1545 24
internal_value=0 0.00349299 0.00357903 0.00295573 0.00371915 0.00160782 0.000472758 0.00313419 0.0036905 0.00212936 0.00157313 0.00213192 0.00439952 0.00465235 0.0032542 0.0018486 0.001989 0.00221459 0.00242502 0.00276287 0.00313793 0.0042702 0.00371462 0.00360753 0.00363169 0.00358247 0.00234114 0.00364175 0.00373162 0.00250249
internal_weight=0 2763 2599 477 2122 358 90 439 2100 164 116 94 220 194 419 47 268 237 217 176 147 158 107 1880 1860 1777 81 1696 1572 124
internal_count=3121 2763 2599 477 2122 358 90 439 2100 164 116 94 220 194 419 47 268 237 217 176 147 158 107 1880 1860 1777 81 1696 1572 124
is_linear=0
shrinkage=0.00395055


Tree=507
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 43 39 160 3 3 3 9 4 15 12 41 49 49 0 0 16 3 1446 16 52 51 481 1427 133 13
split_gain=58.4571 16.933 12.2184 12.7155 15.0488 10.0182 13.3655 10.4214 9.67491 8.57182 8.03902 7.46153 8.21903 7.21886 6.99183 6.75437 10.8188 6.18659 6.03788 7.35267 6.95425 9.30452 7.52313 9.09255 12.3225 6.34372 6.26386 5.55604 5.53946 6.66197
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 0.078320000000000015 -0.078139999999999973 -0.095049999999999982 0.089130000000000015 -0.077849999999999989 0.11924500000000002 -0.11171999999999999 0.31370500000000007 0.081890000000000004 0.40124500000000002 0.13592500000000005 -0.42850999999999995 0.085095000000000018 -0.14917999999999998 -0.08130999999999998 -0.14920999999999998 -0.13843999999999998 0.013515000000000001 -0.065229999999999996 0.086715000000000014 0.083160000000000026 -0.088614999999999985 0.13995500000000002 -1.0000000180025095e-35 0.083935000000000023 0.11269500000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 9 -6 -2 12 13 15 -12 16 -3 -9 -18 -20 25 22 23 24 -22 28 -25 -28 -21 -30
right_child=10 11 3 -5 8 7 -8 17 -10 -11 14 -13 -14 -15 -16 -17 18 -19 19 20 21 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-9.6066245597654631e-06 0.0015559682982654625 0.0054345299124061285 0.0038439155714127325 0.0044893225942280119 0.00085874229602752846 -0.0012391505799048124 0.00040900148304212934 0.0023835431771885331 0.0013880693643694758 0.0030464847080183674 0.0015981444291721131 0.0045989161097592284 0.00099714784085922934 0.0014931744543289739 -0.00037592977181561793 0.0012233223435574065 0.0041852539091922656 0.00045863196430338582 0.0011825209177897483 0.0031368165849718042 -0.00050484260454805553 0.00081527764669342829 0.00060794249325307336 0.0049069264695918765 0.0025265331235479645 0.0015794155055760153 0.0027821379127485652 0.0046608511610562141 0.0019811163842877789 0.003059483743326426
leaf_weight=28 268 20 34 30 23 25 22 35 64 258 34 29 28 44 56 28 42 45 30 1228 21 35 20 20 64 36 258 20 118 158
leaf_count=28 268 20 34 30 23 25 22 35 64 258 34 29 28 44 56 28 42 45 30 1228 21 35 20 20 64 36 258 20 118 158
internal_value=0 0.00273251 0.00220171 0.00231723 0.00218845 0.00132158 0.00249449 0.000696035 0.00259299 0.00286742 0.00125778 0.00286865 0.00284553 0.00286969 0.000369832 0.00289856 0.00292122 0.00130078 0.0028967 0.00286975 0.00289534 0.00251356 0.00266105 0.00276826 0.00177761 0.00300392 0.00305083 0.0029173 0.00303802 0.00259844
internal_weight=0 2763 564 536 506 161 56 105 345 281 358 2199 2170 2142 90 2098 2070 80 2050 2008 1978 438 403 383 85 1540 298 278 1504 276
internal_count=3121 2763 564 536 506 161 56 105 345 281 358 2199 2170 2142 90 2098 2070 80 2050 2008 1978 438 403 383 85 1540 298 278 1504 276
is_linear=0
shrinkage=0.00343384


Tree=508
num_leaves=31
num_cat=0
split_feature=1 124 44 2 15 15 1 2 374 148 4 0 12 11 11 41 3 1429 40 1 50 3 13 52 2 1 483 160 151 0
split_gain=47.4117 13.8273 9.93758 10.3242 9.3569 8.27257 7.80067 7.64784 6.68738 6.66368 6.53569 8.64275 6.65805 6.17589 9.7257 11.2284 14.4759 6.20482 5.7387 5.79639 11.3915 13.0064 10.9273 9.48149 18.5834 14.5245 6.81751 6.09224 5.6844 10.183
threshold=0.11829500000000003 -0.076779999999999987 0.081805000000000017 0.10527500000000002 -0.080694999999999989 -0.07490999999999999 0.16773500000000005 0.14285500000000004 0.086450000000000013 -0.066239999999999979 0.024790000000000003 -0.22491999999999998 0.10124000000000001 0.095720000000000013 0.079915000000000014 0.081560000000000007 -0.20241999999999996 -0.092414999999999983 -0.078349999999999989 0.080270000000000022 0.083090000000000011 -0.096544999999999978 0.06370000000000002 0.11277500000000001 0.086675000000000016 0.07635500000000002 -0.041389999999999989 -0.14580499999999996 -0.063609999999999986 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 13 -5 -6 9 10 -1 -2 -7 -12 -13 14 17 16 -16 -3 -19 23 21 22 -21 25 -25 27 -23 -20 -28 -30
right_child=6 2 -4 4 5 7 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 19 20 -22 26 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.0019348412886777467 -0.00052077653203095849 0.0045406780292225309 0.005042899288070119 0.0013988556382388217 0.0046520300381163136 0.0030898522988383578 -0.00087626621564020535 0.00082293975437099695 -0.00041354295016916739 0.0015560661112066696 -0.00036534722040844727 0.0031457427903939803 0.00075313426342631714 0.00077847001317011243 0.0034998983653059838 0.0019587686765893363 0.0078007382875386029 0.0047573763369254726 0.0044226151742110609 -0.0014521377331309804 0.0030860467503814422 0.0041650823436562966 0.0022339233211693191 -0.0007557731706411432 0.0026455047505495664 0.0061384884802493092 0.0034749051889604518 0.0029635634453339475 0.00016587689913052396 0.0022862801937190498
leaf_weight=141 24 31 28 132 26 173 23 38 20 318 20 56 24 20 26 20 20 22 43 26 276 27 21 27 165 22 41 1069 39 203
leaf_count=141 24 31 28 132 26 173 23 38 20 318 20 56 24 20 26 20 20 22 43 26 276 27 21 27 165 22 41 1069 39 203
internal_value=0 0.0027239 0.00279095 0.00276639 0.00225661 0.00259258 0.00126624 0.00242041 0.00164312 0.00141032 0.00264276 0.0018693 0.00242796 0.00288035 0.00290058 0.00433617 0.00536983 0.00285349 0.00282708 0.00280541 0.00250619 0.0020579 0.000194826 0.00294824 0.0021672 0.00308048 0.00234036 0.00301998 0.00216627 0.00194456
internal_weight=0 2756 2595 2567 469 337 365 311 161 342 273 100 80 2098 2078 66 46 2012 1981 1959 633 357 47 1326 192 1134 310 1112 283 242
internal_count=3121 2756 2595 2567 469 337 365 311 161 342 273 100 80 2098 2078 66 46 2012 1981 1959 633 357 47 1326 192 1134 310 1112 283 242
is_linear=0
shrinkage=0.00380061


Tree=509
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 2 0 47 1 13 130 160 150 12 3 3 0 16 1 0 4 4 4 1
split_gain=3000.42 492.189 290.141 259.503 229.88 134.222 108.293 92.1918 81.9018 73.5957 53.5828 53.062 43.3 71.0221 47.465 41.4784 44.9989 53.0512 40.2897 39.4417 33.6929 61.3381 36.4989 29.8937 27.3214 23.7865 22.3734 22.2423 21.5277 20.3393
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.090999999999999984 0.17025000000000004 -0.11173999999999999 0.078875000000000015 0.083345000000000016 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 0.087695000000000009 0.30112000000000005 0.076840000000000006 -0.036484999999999997 -0.016164999999999995 0.076935000000000017 -0.030209999999999997 -0.51843499999999987 0.015030000000000002 -0.036839999999999991 0.15618500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 15 7 -6 10 -5 18 -1 20 13 14 -12 -3 -17 -18 24 26 21 22 -4 -19 25 27 -14 -7 -2 -13
right_child=1 2 11 8 6 9 -8 -9 -10 -11 12 29 19 -15 -16 16 17 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0048832169533385116 0.0072075723345388244 0.0028352571163146613 0.00081299477366662191 0.0062249507777739337 0.006100632425371272 0.0066746575130025663 0.0035431852788127042 0.0082765604726169409 0.0037823707055408659 0.0045301238793068171 0.0065847427420611272 0.0015935631170965968 0.0084650140375586228 0.0081162907412947061 0.0048450457535916692 0.0020366338833320186 0.005610297411617185 0.0040294823420068777 0.0048891403905886787 0.0067480324485235674 0.0015315969018570238 0.0045876700742934259 0.0030249439895666591 0.0022389976471355448 0.0070201257270488798 0.0051398647251317195 0.0071055741879027601 0.0059640900085673838 0.0057462368493983616 -4.1054369478463196e-05
leaf_weight=22 50 176 21 34 84 153 39 76 63 41 49 24 20 24 52 20 28 60 30 890 51 23 28 20 92 29 741 132 24 25
leaf_count=22 50 176 21 34 84 153 39 76 63 41 49 24 20 24 52 20 28 60 30 890 51 23 28 20 92 29 741 132 24 25
internal_value=0 0.00364773 0.0032665 0.00667151 0.00382673 0.00675539 0.00528973 0.00690828 0.00463853 0.00615472 0.00685044 0.00187569 0.00687481 0.00615509 0.00568906 0.00323479 0.00378414 0.00410775 0.00630749 0.0069293 0.00232032 0.002879 0.00207697 0.00358186 0.00641229 0.0062342 0.0071413 0.00634555 0.00673363 0.000759575
internal_weight=0 673 599 2448 427 2351 123 1874 97 477 1798 172 1776 125 101 304 128 108 436 1651 123 72 49 80 406 314 761 285 74 49
internal_count=3121 673 599 2448 427 2351 123 1874 97 477 1798 172 1776 125 101 304 128 108 436 1651 123 72 49 80 406 314 761 285 74 49
is_linear=0
shrinkage=0.00126831


Tree=510
num_leaves=31
num_cat=0
split_feature=1 3 148 4 133 51 2 15 52 42 14 16 39 43 10 3 156 4 151 159 12 43 1 159 13 3 48 0 51 4
split_gain=49.2312 14.5723 12.0694 12.7442 10.269 9.57931 11.071 9.85564 7.88906 7.33535 8.2121 9.6736 6.83586 6.79914 6.54311 6.69396 6.7011 8.14674 20.3678 6.51127 6.4208 6.75192 8.03056 9.1423 8.77468 8.42461 6.95867 6.32329 6.27969 6.22905
threshold=0.10124500000000002 0.31299000000000005 -0.10069499999999999 -0.015624999999999998 0.089200000000000015 0.11917000000000001 1.0000000180025095e-35 -0.41942499999999994 0.008405000000000001 -1.0000000180025095e-35 -0.22253999999999999 -0.008904999999999998 0.10076500000000001 -0.072864999999999985 -0.012544999999999999 0.090900000000000009 0.091335000000000013 -0.059649999999999988 -1.0000000180025095e-35 0.014475000000000003 0.086305000000000007 -0.52440999999999993 0.083345000000000016 0.11389500000000001 -0.14819499999999997 -0.098469999999999988 -1.0000000180025095e-35 -0.070154999999999981 -0.069724999999999995 0.49041500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 19 5 6 7 -5 13 -8 28 -12 14 -9 -1 20 17 -17 -19 27 21 -16 23 24 -23 -24 -26 -4 -11 -6
right_child=1 -3 3 4 29 -7 9 8 -10 10 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00087517208731126034 -0.00082282892051064227 0.0004255892331930329 0.0041553191811246224 0.0007061845295871557 -0.00048294222602214581 0.0037711911582358642 -0.00054834164972229727 0.0024568280892863096 0.0010878037574220498 0.001394638277039003 0.0012734791340436511 -0.0012095002260519468 0.00099939826032543447 0.0043134644541446346 0.0046865872365583934 0.0023887824255745226 0.003022963049951932 0.0026491804889900786 -0.0016952625502818066 0.0012724070928630095 0.0024201489067305838 0.0051450386856291197 5.9486895345060421e-05 0.00083900973660117604 0.0048277424173315021 0.0023693588496302336 0.0028472362994961175 0.0024731582076918889 0.0037851208476631852 0.0013553972491955912
leaf_weight=27 20 115 31 34 41 23 26 55 25 26 114 20 34 35 20 38 32 22 25 36 1444 20 20 22 20 119 505 111 22 39
leaf_count=27 20 115 31 34 41 23 26 55 25 26 114 20 34 35 20 38 32 22 25 36 1444 20 20 22 20 119 505 111 22 39
internal_value=0 0.0015071 0.00169612 0.00177509 0.00148557 0.00171132 0.00157861 0.00226377 0.00272428 0.0010878 0.00132154 0.000902885 0.00246523 0.00317885 0.00248677 0.00250579 0.00173854 0.00125499 0.000338307 0.00252327 0.00254716 0.00279978 0.00274633 0.00292023 0.00300424 0.002037 0.00292268 0.00284039 0.00249028 0.000413248
internal_weight=0 773 658 638 460 380 357 149 115 208 182 134 2348 90 2314 2287 117 85 47 178 2170 726 706 567 545 139 525 142 48 80
internal_count=3121 773 658 638 460 380 357 149 115 208 182 134 2348 90 2314 2287 117 85 47 178 2170 726 706 567 545 139 525 142 48 80
is_linear=0
shrinkage=0.00329302


Tree=511
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 2 4 1 457 2 50 1 2 3 1 1 15 4 4 1 52 52 16
split_gain=4121.37 664.263 352.317 291.748 246.077 205.411 175.097 141.627 119.242 107.119 100.164 62.4887 77.1778 55.0684 54.451 42.7047 40.993 38.623 36.8176 35.6051 35.2938 34.8555 33.6874 31.4074 27.3506 24.2943 23.3654 23.2847 37.5382 26.7266
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.062539999999999984 0.12337000000000002 0.080930000000000016 -0.0091949999999999983 0.041865000000000006 0.13075500000000004 0.087675000000000017 -0.22605499999999998 0.12000500000000001 0.13265500000000002 -0.087894999999999987 -0.036839999999999991 0.061775000000000004 0.14699000000000004 0.039215000000000007 -1.0000000180025095e-35 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 21 11 25 -4 15 19 16 -10 24 20 -13 23 -5 -1 -7 -3 -15 26 -2 -8 -6 28 -22 -29
right_child=1 4 9 18 17 10 8 -9 13 -11 -12 12 -14 22 -16 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.015520371815667686 0.015418178634742683 0.011072896520512856 0.014521778176824814 0.012093953196555892 0.010061611507143312 0.015614803441853871 0.014409098358412153 0.016912728779392323 0.013232806128780621 0.011889477741319959 0.012650214203147788 0.013399034184857082 0.012659075399661641 0.011439307922673893 0.012866333411571692 0.013054372338109937 0.015060223888981077 0.010587934761480726 0.010342446824905807 0.015147882867877932 0.014626101145730685 0.0095192070796307985 0.0098777944539747021 0.0076550469563604418 0.014250079539721301 0.012787924167445654 0.0086173304630344054 0.015096709133645626 0.013487085094850484 0.013730937192371961
leaf_weight=805 50 30 34 60 32 52 23 76 22 63 41 23 23 139 27 24 274 26 24 673 138 66 23 21 67 31 32 139 59 24
leaf_count=805 50 30 34 60 32 52 23 76 22 63 41 23 23 139 27 24 274 26 24 673 138 66 23 21 67 31 32 139 59 24
internal_value=0 0.0117048 0.0150443 0.0133636 0.0108549 0.0151364 0.0113673 0.0153146 0.0119168 0.0128121 0.0144362 0.0152471 0.0147682 0.0114586 0.0143962 0.0146041 0.0149316 0.00931323 0.0115935 0.0153508 0.0146944 0.0100047 0.0112176 0.00892332 0.0147493 0.0134784 0.00933947 0.0145615 0.014285 0.0148956
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 320 184 144 436 297 111 84 1478 412 96 162 85 117 54 64 360 197 163
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 320 184 144 436 297 111 84 1478 412 96 162 85 117 54 64 360 197 163
is_linear=0
shrinkage=0.00119516


Tree=512
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 4 1 2 12 475 52 2 160 48 12 2 15 11 0 15 12 51 10
split_gain=2579.99 432.842 260.151 191.153 155.684 125.706 78.2688 69.1381 65.7522 63.9267 61.9928 54.2682 42.0962 38.3053 53.8529 29.7008 28.49 27.4721 30.6379 30.9495 27.2587 28.6747 25.5577 25.2495 22.7376 24.8995 28.3977 21.8279 21.1049 20.6051
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.14122000000000004 0.11474000000000002 0.14753000000000002 0.27834500000000006 0.089625000000000024 0.090425000000000019 0.087695000000000009 -0.066784999999999983 -0.024714999999999997 0.11682500000000001 -0.013084999999999998 0.082620000000000013 0.09141500000000001 -0.0091949999999999983 -0.41942499999999994 0.077415000000000012 -0.11173999999999999 -0.10469999999999999 0.095780000000000018 -0.086719999999999978 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 11 13 -5 16 -6 12 -4 15 22 24 -7 28 19 -19 27 -22 -15 -13 25 26 -1 -18 -3 -25
right_child=1 2 6 8 10 9 -8 -9 -10 -11 -12 23 -14 14 -16 -17 20 18 -20 -21 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0073591972712675697 0.006660710546912166 0.0017203554732811688 0.0036772944205677354 0.0061082630632356008 0.0059710140721766121 0.0070440322194888823 0.0041111245899809919 0.008065142298035408 0.0038119625613584605 0.0044160466801869847 0.0035823239837803628 0.0021099071804107274 0.0020706326728852278 0.0050618238125631669 0.0044344793757667006 0.0066373557305827689 0.0066111276686027839 0.005720298034172358 0.0030767393349553605 0.0038214164627649091 0.0040821461055606818 0.0059185728947280967 0.00660291195784205 0.0015086729705362661 0.0084016559749809077 0.0070549342068832871 0.0055238859241589786 0.0058682522709026467 0.0032237071429891723 -0.00014581794378917012
leaf_weight=24 76 21 40 37 81 59 37 76 58 41 26 32 113 21 25 677 134 23 52 48 24 43 272 25 21 722 42 154 87 30
leaf_count=24 76 21 40 37 81 59 37 76 58 41 26 32 113 21 25 677 134 23 52 48 24 43 272 25 21 722 42 154 87 30
internal_value=0 0.00363043 0.00325595 0.00657784 0.00404843 0.00665398 0.00228897 0.00680761 0.00470631 0.00601918 0.00539058 0.00200805 0.00249067 0.00675464 0.00633067 0.00684536 0.00617795 0.00342673 0.00386167 0.00443655 0.00603401 0.00526075 0.00649246 0.0011593 0.00701943 0.0069826 0.00619127 0.0062139 0.00293139 0.000606223
internal_weight=0 691 615 2430 338 2335 277 1880 95 455 107 240 153 1804 318 1486 414 231 123 71 355 67 293 87 809 788 66 288 108 55
internal_count=3121 691 615 2430 338 2335 277 1880 95 455 107 240 153 1804 318 1486 414 231 123 71 355 67 293 87 809 788 66 288 108 55
is_linear=0
shrinkage=0.00134594


Tree=513
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 1 2 2 3 1 47 0 157 12 475 15 1 40 3 52 12 475 4 150 0
split_gain=2753.47 477.079 278.025 227.402 169.633 140.877 112.502 92.4271 82.9008 78.8303 78.6473 64.8608 58.6457 51.1022 33.5477 31.4235 31.3741 28.4858 26.0639 26.0354 26.714 32.2828 25.1224 24.0923 22.6615 22.3761 22.13 21.7166 21.274 21.2318
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.09253500000000002 0.091265000000000013 0.11474000000000002 0.30112000000000005 0.086920000000000011 0.090100000000000013 -0.23091999999999999 -0.42132499999999995 0.08401500000000002 -0.08230999999999998 0.040760000000000005 0.089770000000000016 -1.0000000180025095e-35 -0.010424999999999999 0.40674500000000008 0.10061500000000002 -0.088274999999999978 -0.0019149999999999998 0.11648500000000002 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 11 9 13 -5 14 25 22 24 16 -3 -13 27 -19 21 -21 -4 -11 26 -6 -1 -16 -18 -7
right_child=1 2 8 10 12 29 -8 -9 -10 23 -12 17 -14 -15 18 -17 28 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0061648151072103046 0.0069519235010105139 0.0047579835453282785 0.0033735576257589023 0.0064353710775655604 0.0068644689504977121 0.0056425323519346902 0.0040352481773425191 0.0083065038286756834 0.0011171763518028073 0.0030466267820014495 0.0039799520043726317 0.0079700277477658486 0.0039597711190223891 0.0021131488451860995 0.0049317308479276166 0.0048697689761170952 0.0034467731415535967 0.0073961047416115462 0.0069099740095700055 0.0064120329129225412 0.0068535661417037591 0.0051484400198588218 0.0049844260857657315 0.0018742038558175009 0.0060607643996362197 0.0055044698297795442 0.0072752018692925271 0.0065429621419469987 0.0020269127556239125 0.0039157335204015251
leaf_weight=31 76 28 26 34 41 22 22 84 54 44 61 25 26 22 21 32 151 58 349 396 225 37 43 88 28 40 969 42 20 26
leaf_count=31 76 28 26 34 41 22 22 84 54 44 61 25 26 22 21 32 151 58 349 396 225 37 43 88 28 40 969 42 20 26
internal_value=0 0.0038941 0.00351622 0.00682075 0.00430365 0.00690057 0.00694661 0.00697488 0.00255538 0.00290365 0.00485873 0.0069236 0.00565024 0.00383002 0.00708363 0.0036799 0.00348857 0.0066126 0.00677173 0.0065652 0.00649196 0.00630406 0.00437743 0.00226501 0.00720864 0.00619286 0.00724078 0.00600589 0.00328071 0.00470718
internal_weight=0 691 615 2430 338 2335 2287 2265 277 223 95 2181 107 91 1440 231 199 741 412 716 658 433 69 132 1028 81 1000 63 171 48
internal_count=3121 691 615 2430 338 2335 2287 2265 277 223 95 2181 107 91 1440 231 199 741 412 716 658 433 69 132 1028 81 1000 63 171 48
is_linear=0
shrinkage=0.00129368


Tree=514
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 150 4 0 15 4 0 4 1 47 47 4 3 3 474 160 15 10 14
split_gain=3788.11 602.275 361.565 320.656 232.24 181.849 118.247 115.268 100.262 96.4477 83.4671 62.1934 58.5274 57.1891 67.1331 53.5062 51.4222 39.6034 45.5173 39.5835 36.5754 36.2424 30.1746 25.8444 24.6758 21.2759 21.1134 20.6991 26.5845 20.0041
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.09253500000000002 0.40473500000000007 0.14960000000000004 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.40945500000000007 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 0.090100000000000013 0.093140000000000014 0.018150000000000003 -0.12711499999999995 -0.010424999999999999 0.10008000000000002 -0.067824999999999983 -0.41942499999999994 -0.38124499999999995 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 11 12 -5 -6 16 22 14 15 -1 -4 -16 -19 -15 29 -21 25 -20 -18 -7 -26 -13 -29 -3
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 27 -14 19 17 -17 24 18 23 21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0068352489603290909 0.0062335477450724819 0.0035472372713351084 0.0025672470777426126 0.0056115663359097394 0.0055886652663153713 0.0059826308854798015 0.0079223187823691237 0.0034034649862793218 0.0036274907437298287 0.0030129148419727235 0.0031698759726681981 0.0010010012742887589 0.0039721133114329794 0.0060487174440607442 0.0065770681468492968 0.0045575675178946206 0.0018010341278282078 0.0078699221320693794 0.0049609758161036875 0.0033990234656160151 0.0038078991215697261 0.0055748210580898461 0.0053884461377538906 0.0061270500608747412 0.0016418813372846442 0.0072628317760437084 0.0001604669796261151 0.00058591796969410033 -0.0012099261291381679 0.0022325505424317825
leaf_weight=23 71 20 48 34 71 229 76 37 39 63 32 28 28 101 1169 52 41 22 32 20 32 29 149 360 21 22 51 25 26 170
leaf_count=23 71 20 48 34 71 229 76 37 39 63 32 28 28 101 1169 52 41 22 32 20 32 29 149 360 21 22 51 25 26 170
internal_value=0 0.00280836 0.00240439 0.00613933 0.00329404 0.00623074 0.00640291 0.00136058 0.00553613 0.00392378 0.0048372 0.00104563 0.00571005 0.00633905 0.00640556 0.00525606 0.00148903 0.00646003 0.00612954 0.0056038 0.00257807 0.00468674 0.00583171 0.00603186 0.00103102 0.00609484 0.000592546 0.000141999 -0.00032961 0.00237094
internal_weight=0 673 602 2448 325 2351 1884 277 467 97 103 240 428 1808 1658 75 161 1583 414 150 222 49 400 392 113 251 72 79 51 190
internal_count=3121 673 602 2448 325 2351 1884 277 467 97 103 240 428 1808 1658 75 161 1583 414 150 222 49 400 392 113 251 72 79 51 190
is_linear=0
shrinkage=0.00124344


Tree=515
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 47 1 2 150 2 1 1 0 12 2 106 4 130 3 3 15 0 16 4 48
split_gain=3235.16 535.77 326.827 262.503 241.522 165.631 98.8687 93.7625 82.9122 76.8048 66.6855 52.518 59.684 50.7341 42.7859 35.0978 32.1601 29.2763 28.4407 27.1536 29.8586 26.6109 24.3523 24.7487 22.6724 22.3162 39.4448 31.7402 20.8147 19.5823
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.16540500000000002 0.076935000000000017 -0.030209999999999997 0.09141500000000001 0.14122000000000004 0.087690000000000004 -0.51843499999999987 -0.076894999999999977 0.30112000000000005 -0.12018999999999998 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 -0.036839999999999991 0.095090000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 6 11 -6 -5 13 15 18 14 16 -13 29 17 -7 21 20 22 -1 -3 -24 -20 -23 27 -27 -2 -4
right_child=1 2 10 8 7 9 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 24 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0084894188803552335 0.0072820273331059048 0.0023680471625025946 0.0021877504296236492 0.0063263031679998555 0.0061618425029100234 0.0063855378117454497 0.0083616821134342902 0.0038240495710059439 0.0039641334575321787 0.0045950004955390145 0.0040375402316701874 0.0050512519358869683 0.0046870110195775727 0.0047558454819309325 0.0067823235286763586 0.00034515748478434241 0.0070855300772435124 0.005098160679986692 0.0055838622052076141 0.0022734868921175698 0.002105161283730846 0.0081245175364106827 0.003947522661266703 0.0029147065670480157 0.0068138796348646766 0.0070724344840731052 0.0071354010668210604 0.005414455368418951 0.0059008935556107023 0.00096301870391151485
leaf_weight=21 50 21 124 34 82 277 76 37 63 41 22 23 25 28 274 22 92 29 24 30 21 31 174 43 309 32 1032 37 24 23
leaf_count=21 50 21 124 34 82 277 76 37 63 41 22 23 25 28 274 22 92 29 24 30 21 31 174 43 309 32 1032 37 24 23
internal_value=0 0.00373949 0.00335719 0.0067574 0.00397329 0.00683849 0.00699959 0.00543497 0.00479211 0.00618858 0.0020411 0.00694233 0.006496 0.00634196 0.00664827 0.00178121 0.00645354 0.00626353 0.00703905 0.00337143 0.00349861 0.00712968 0.00362156 0.00374286 0.00672523 0.00710446 0.00707574 0.00618337 0.00683409 0.00199613
internal_weight=0 673 599 2448 408 2351 1884 119 97 467 191 1808 322 426 297 169 398 306 1486 289 259 1153 238 217 333 1132 1101 69 74 147
internal_count=3121 673 599 2448 408 2351 1884 119 97 467 191 1808 322 426 297 169 398 306 1486 289 259 1153 238 217 333 1132 1101 69 74 147
is_linear=0
shrinkage=0.00121906


Tree=516
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 2 4 1 2 14 0 15 50 52 2 43 40 4 15 2 1 0 3 0 0 1
split_gain=4055 496.299 439.875 268.408 243.097 187.958 150.386 130.306 123.811 90.024 85.7477 80.9121 70.1 68.2381 63.0765 55.5522 54.5162 51.8363 46.8933 49.2882 43.2186 39.702 56.9704 39.3811 35.6679 34.0196 32.1064 35.0792 29.3394 27.7777
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.09141500000000001 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 0.018150000000000003 0.10124500000000002 0.11704500000000001 0.076175000000000007 -0.23194499999999998 0.13592500000000005 0.11266000000000001 0.048770000000000008 0.10402500000000002 -0.04890499999999999 -0.087679999999999994 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.122185 -0.13027499999999997 -0.13927999999999999 -0.066089999999999996 -0.23001499999999997 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 14 7 13 20 -6 -9 15 18 -2 25 -1 26 -11 -7 19 -10 -3 23 -23 -16 -22 -4 -8 -28 -21 -5
right_child=1 5 6 29 8 17 10 9 11 16 -12 -13 -14 -15 21 -17 -18 -19 -20 28 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0099937463346478819 0.0076085011617914693 0.0012335710630624267 0.0070233270009087603 0.0043692142445086327 0.008261833141308024 0.00056982323979541617 0.0089599918034534189 0.0063586948060123947 0.005025924966707963 0.0034531719655702901 0.0069322491484955255 0.0043031153825828887 0.0047806410209131857 0.010170724218772138 0.0089391325613853677 0.0058055538034265577 0.0059071368842901041 0.0027116660373946062 0.0042467417917364941 0.0061704886834571902 0.0037951877626088803 0.007589198670608633 0.0052676313851991704 0.0066722944501198351 0.002356803248081425 0.0085038951147615519 0.0081406319568332868 0.0073176473022684733 0.0081001845973620434 0.002596860173522723
leaf_weight=22 95 29 30 50 31 57 69 38 28 91 177 85 20 46 52 21 21 34 21 27 66 76 27 20 64 1170 473 123 33 25
leaf_count=22 95 29 30 50 31 57 69 38 28 91 177 85 20 46 52 21 21 34 21 27 66 76 27 20 64 1170 473 123 33 25
internal_value=0 0.00397202 0.00796867 0.00579896 0.00668921 0.00310422 0.00822469 0.00361492 0.00571422 0.00453279 0.00778419 0.00530712 0.0071167 0.00852978 0.00780278 0.008004 0.00391329 0.00137007 0.00609006 0.00652995 0.002749 0.00752735 0.00698063 0.00830946 0.00308706 0.00846688 0.00807343 0.00797079 0.00723182 0.00377843
internal_weight=0 590 2531 190 422 400 2109 309 225 150 863 194 115 1246 197 686 112 91 109 88 159 175 103 72 130 1200 665 596 60 75
internal_count=3121 590 2531 190 422 400 2109 309 225 150 863 194 115 1246 197 686 112 91 109 88 159 175 103 72 130 1200 665 596 60 75
is_linear=0
shrinkage=0.00137286


Tree=517
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 2 1 4 0 15 150 50 52 0 4 1 47 40 1 475 15 49 1 3 16
split_gain=2850.82 477.765 222.665 206.374 179.432 153.653 114.137 93.3367 90.8379 89.5742 84.7042 74.8498 54.6447 57.4279 45.6839 39.4708 37.9867 36.1499 34.5132 38.962 32.6611 32.9534 32.6536 31.6386 28.7837 27.3576 26.9679 26.858 25.0436 23.1836
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.14753000000000002 0.092845000000000025 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.041865000000000006 -0.52606999999999993 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 0.093140000000000014 -0.078554999999999986 0.13436000000000001 -0.076304999999999984 -0.084564999999999987 -0.017229999999999999 0.13075500000000004 -0.12711499999999995 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 9 22 -8 -9 12 15 -4 13 14 -1 24 25 -2 -15 -20 -14 -22 -3 29 -7 -6 -19 -5 -21 -10
right_child=1 4 11 27 16 10 7 8 23 -11 -12 -13 20 18 -16 -17 -18 26 19 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.007963297046911684 0.0077529827089761133 0.00333532557675064 0.00674747647534961 0.0045014373730757418 0.0017382048063127751 0.0078495761840803747 0.0063605359559609932 0.0061627259814235232 0.0043966557479941173 0.0089337648895872791 0.0043751658054980123 0.0042647346841163513 0.0070936550517783203 0.0076905092498555736 0.005646364278135408 0.0051609392331456345 0.003208781131503365 0.0048852031732504984 0.0089721993695317977 0.0060253686195219196 0.0043865731528556573 0.0066615989052461631 0.0017308369458794242 0.00200208581160999 0.006732255768922708 -9.1466842195595715e-05 0.006653340727589393 0.0027788904973958016 0.0072406296658196444 0.0033254039974425832
leaf_weight=23 45 45 37 59 67 50 34 29 64 79 30 60 108 1173 53 27 26 21 23 35 20 30 51 22 332 20 72 24 368 94
leaf_count=23 45 45 37 59 67 50 34 29 64 79 30 60 108 1173 53 27 26 21 23 35 20 30 51 22 332 20 72 24 368 94
internal_value=0 0.00405975 0.00725015 0.00571399 0.00325093 0.00733425 0.00375032 0.00425102 0.00390784 0.00750243 0.0066018 0.00521176 0.00744074 0.00751354 0.00634754 0.00676512 0.00175273 0.00674286 0.00756896 0.00723427 0.00666895 0.00575159 0.00248294 0.00354455 0.0068785 0.00131759 0.00625408 0.00400335 0.00713509 0.00375933
internal_weight=0 673 2448 221 452 2351 339 243 209 1912 439 97 1833 1675 76 409 113 138 1599 426 158 50 96 180 382 87 93 83 403 158
internal_count=3121 673 2448 221 452 2351 339 243 209 1912 439 97 1833 1675 76 409 113 138 1599 426 158 50 96 180 382 87 93 83 403 158
is_linear=0
shrinkage=0.00137286


Tree=518
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 4 2 1 2 3 4 2 12 47 475 4 1 2 40 156 16 52 157 49 3
split_gain=4443.24 696.875 447.021 363.809 238.211 222.906 131.539 104.629 105.319 102.898 102.257 97.6441 68.2953 70.7361 62.7168 57.9664 42.2121 39.209 38.3006 36.2418 35.0726 28.5347 25.7585 25.1457 24.1651 30.6211 27.1727 23.8233 22.3491 21.914
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.089625000000000024 0.090425000000000019 0.30112000000000005 0.27287000000000006 -0.0091949999999999983 0.09141500000000001 0.090100000000000013 -0.066784999999999983 -0.51843499999999987 0.15799000000000005 0.087675000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.032969999999999992 0.039215000000000007 -0.069619999999999987 -0.053364999999999996 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 12 8 14 -5 -6 15 17 16 23 19 -14 20 -3 -7 -1 -9 -22 -4 25 26 -21 -19 -11 -10
right_child=1 2 7 9 10 11 -8 21 29 28 -12 -13 13 -15 -16 -17 -18 27 -20 24 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015496658596739847 0.013719396079056407 0.010248558992120757 0.010127389369509363 0.01318921831585451 0.013145085465315792 0.01415155070999346 0.015371823478684238 0.0084573715696803081 0.0095234524180546742 0.011447953542958557 0.010761434868979165 0.011545773791712757 0.012204759185595231 0.011717381787874634 0.0088456998527729983 0.011623389408850071 0.013731559703187506 0.012543421232929937 0.01151148396588822 0.012749510249232732 0.014201338541604948 0.0068432307511906492 0.013855999386800252 0.011494841212620678 0.014010431475988339 0.012776206883410593 0.013752219922678995 0.013762018506950297 0.010154395077149195 0.0085878211640424713
leaf_weight=21 74 191 26 34 71 62 76 33 44 34 30 41 23 25 22 23 274 20 33 44 750 21 382 40 43 141 113 313 29 88
leaf_count=21 74 191 26 34 71 62 76 33 44 34 30 41 23 25 22 23 274 20 33 44 750 21 382 40 43 141 113 313 29 88
internal_value=0 0.0105854 0.0101983 0.013726 0.0110569 0.0138108 0.0139767 0.00917983 0.00951123 0.0116716 0.0124371 0.0131413 0.0139181 0.0134661 0.0104285 0.0132949 0.0136133 0.014016 0.0104346 0.0133902 0.0141105 0.00782965 0.0140848 0.0109561 0.0132518 0.0131424 0.0134712 0.0136888 0.0108525 0.0088997
internal_weight=0 673 599 2448 325 2351 1884 274 220 97 101 467 1808 322 88 426 297 1486 224 403 1153 54 1132 66 341 298 157 333 63 132
internal_count=3121 673 599 2448 325 2351 1884 274 220 97 101 467 1808 322 88 426 297 1486 224 403 1153 54 1132 66 341 298 157 333 63 132
is_linear=0
shrinkage=0.00108249


Tree=519
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 1 2 150 52 49 2 50 40 2 15 1 3 1 4 1 15 0 481
split_gain=5134.39 798.099 439.213 402.142 288.29 234.509 208.423 154.211 146.895 138.671 128.525 90.2412 79.3158 70.7237 67.8317 65.8378 62.2936 54.2298 47.1787 47.1489 45.0285 38.135 37.3463 36.6063 32.8282 29.5063 29.1702 26.0204 37.2149 25.0763
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.15289999999999995 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.52606999999999993 -0.054984999999999992 -1.0000000180025095e-35 0.041865000000000006 -0.077714999999999992 0.088850000000000012 -0.087894999999999987 0.13075500000000004 -0.14847999999999997 0.12408500000000001 0.061775000000000004 0.14699000000000004 -0.15914499999999995 -0.10607499999999999 -0.0079799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 19 12 25 -4 14 -10 20 17 23 -2 -17 -14 21 -3 27 26 -5 -7 -13 -8 -6 -1 -29 -22
right_child=1 4 9 22 18 10 8 -9 11 -11 -12 24 13 -15 -16 16 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.017934792374452151 0.016739630602517215 0.011200579640319903 0.015626499858619424 0.012510566481938615 0.010377688031525344 0.016765239075745918 0.015415481700785846 0.018285484672489281 0.014491417603708482 0.012448203326172139 0.013366899200271823 0.011970714602836444 0.014363193780102415 0.013821815211701517 0.013809958396633846 0.012950465026099095 0.015411447180839505 0.016217869931662268 0.010987179336129249 0.0094213441744671299 0.017042614312667681 0.0075517383231515035 0.010638557204140628 0.015690230996673223 0.010670643733740657 0.013519494859577021 0.0086651678094828034 0.015541617794626584 0.016749982924524197 0.016172325107890826
leaf_weight=28 45 46 34 60 32 60 23 76 20 63 41 122 28 25 28 21 78 269 26 50 60 21 24 338 42 31 32 43 881 474
leaf_count=28 45 46 34 60 32 60 23 76 20 63 41 122 28 25 28 21 78 269 26 50 60 21 24 338 42 31 32 43 881 474
internal_value=0 0.0122516 0.0162071 0.0141811 0.0112629 0.0163162 0.0118514 0.0165156 0.0124877 0.0135622 0.0155116 0.0119479 0.0164412 0.0158706 0.0157181 0.0154676 0.0148894 0.016043 0.00949211 0.0102739 0.0165649 0.0090348 0.0119757 0.0158523 0.0116378 0.014327 0.00952143 0.0167303 0.0166937 0.0162701
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 184 1808 322 426 144 99 297 111 96 1486 85 84 398 164 54 64 952 924 534
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 184 1808 322 426 144 99 297 111 96 1486 85 84 398 164 54 64 952 924 534
is_linear=0
shrinkage=0.00126831


Tree=520
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 2 2 2 4 2 52 49 47 14 1 1 2 131 2 12 12 4 3 1 51
split_gain=3471.83 582.937 329.275 293.794 219.632 200.722 148.525 121.751 102.951 93.6149 89.8651 79.2836 71.6877 62.8063 49.5873 41.1068 33.1837 30.7617 35.5203 30.6947 30.3858 50.181 29.1274 36.4221 27.4047 27.2862 26.3723 33.8763 24.8701 30.1345
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.14285500000000004 0.40945500000000007 0.094835000000000017 -0.56022499999999986 0.088340000000000016 0.090100000000000013 -0.23083499999999998 0.087135000000000004 0.089770000000000016 0.097845000000000015 0.082750000000000004 0.31358000000000003 0.10061500000000002 0.095780000000000018 -0.49013999999999996 -0.10217499999999997 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 17 6 9 14 12 11 24 19 13 -4 -1 -13 -16 18 -3 -5 25 -22 23 -14 -6 26 -17 -28 29 -20
right_child=1 2 8 5 10 -7 -8 -9 -10 -11 -12 15 22 -15 16 20 -18 -19 28 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0091831115549169534 0.0085200355789720756 0.0054673962511927821 0.004703696195090961 0.0089519371825517047 0.0085286000324374008 0.0037616372360910208 0.0055726651796474463 0.0047520007291893705 0.0051986323846854275 0.010185265808522519 0.0043183564364044601 0.0096113062146255517 0.0016792448300277361 0.0025063862022533016 0.0053733084570705605 0.0099399181991450779 0.0078021953127872532 0.0056099816334469381 0.0022941334332570971 0.0084454089138496832 0.005263878371271887 0.0081268600790155611 0.00312773226994319 -0.00068766900309488613 0.006765161201351514 0.007863279368417098 0.0068692203895913528 0.0084975492004743143 0.0024704630206517524 0.0043062048211328354
leaf_weight=28 76 33 43 931 41 20 37 64 37 86 24 45 59 98 24 26 28 33 20 390 22 39 20 20 40 303 32 355 29 118
leaf_count=28 76 33 43 931 41 20 37 64 37 86 24 45 59 98 24 26 28 33 20 390 22 39 20 20 40 303 32 355 29 118
internal_value=0 0.00455972 0.00407031 0.00841017 0.00507435 0.00854245 0.00858464 0.00631025 0.00284517 0.00863464 0.00689447 0.00857241 0.00248234 0.00317649 0.00755685 0.00820282 0.00668117 0.00425413 0.00403041 0.00880239 0.00812125 0.00709431 0.0014937 0.00108003 0.00765777 0.00820874 0.00846219 0.00836291 0.00374646 0.0040146
internal_weight=0 691 615 2430 338 2286 2266 144 277 2229 105 2143 240 141 80 822 52 233 200 1321 777 61 99 79 81 716 413 387 167 138
internal_count=3121 691 615 2430 338 2286 2266 144 277 2229 105 2143 240 141 80 822 52 233 200 1321 777 61 99 79 81 716 413 387 167 138
is_linear=0
shrinkage=0.00151575


Tree=521
num_leaves=31
num_cat=0
split_feature=1 52 1 12 51 2 2 0 14 2 45 0 1 4 160 16 0 50 43 49 15 15 0 3 159 130 160 13 12 456
split_gain=221.236 52.6913 29.9095 21.3632 17.311 16.6071 14.9312 16.8004 12.9428 14.4248 10.9176 14.2014 15.717 11.4765 11.1066 10.061 9.47437 12.7734 10.8148 8.88896 9.92888 11.1397 8.41016 8.19157 7.88185 7.83781 9.39314 26.7366 13.6957 8.45383
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 1.0000000180025095e-35 0.091000000000000011 0.121465 0.11362000000000001 0.034820000000000011 0.062655000000000016 -0.090999999999999984 0.081955000000000014 -0.13455999999999999 0.085110000000000005 0.024790000000000003 0.08443500000000001 -0.10850999999999998 -0.085669999999999982 0.10861000000000003 -0.51144999999999985 -0.032624999999999994 -0.30407999999999996 -0.41942499999999994 -0.11437499999999999 -0.0063699999999999989 0.076905000000000015 -0.076894999999999977 -1.0000000180025095e-35 -0.0044799999999999987 -0.082514999999999991 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 25 5 22 8 23 9 -1 11 12 24 16 -14 -15 17 -13 -18 -4 21 -21 -5 -8 -11 -3 27 28 -27 -28
right_child=1 2 19 4 -6 -7 7 -9 -10 10 -12 13 14 15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0034615291780917623 0.0063278004917844749 0.0016690089756849565 0.00061894017720538145 0.0030854459814404068 0.0073876449141734024 0.0016826439781089636 0.0058812807051489852 0.0022934432477609342 0.0075152000173210418 0.0080035326098647115 0.0087271569913417515 0.0069033955590221659 0.0023034232217591646 0.0060467256693644 0.0051805319840869052 0.0044164595412569492 0.0037056074402353751 0.0054814398302631016 0.0061953928565349837 0.0028839557026312064 0.0042346423733369953 0.00023808259584763702 0.0055578987612272994 0.0035213615432840802 0.0050214400035329199 0.0047230186049529478 0.0036079307562322991 0.0069671404103646842 0.00087083557754406827 0.0013283335887707755
leaf_weight=23 102 23 28 20 32 20 133 21 88 22 20 493 29 121 35 71 21 88 1143 68 38 26 87 20 20 24 228 36 20 21
leaf_count=23 102 23 28 20 32 20 133 21 88 22 20 493 29 121 35 71 21 88 1143 68 38 26 87 20 20 24 228 36 20 21
internal_value=0 0.00402557 0.0036756 0.00408176 0.0051277 0.00455826 0.0061461 0.00517701 0.00622366 0.00616917 0.00619936 0.00617462 0.00494929 0.00624167 0.00387684 0.00544387 0.00632945 0.00668802 0.00615047 0.00237841 0.00275163 0.00215212 0.00509576 0.00557279 0.00658349 0.00360931 0.00374495 0.00476983 0.00297203 0.00341568
internal_weight=0 773 671 511 159 127 2348 174 2174 2086 2063 2043 106 1937 64 192 1745 581 1164 160 132 94 107 153 42 352 329 80 44 249
internal_count=3121 773 671 511 159 127 2348 174 2174 2086 2063 2043 106 1937 64 192 1745 581 1164 160 132 94 107 153 42 352 329 80 44 249
is_linear=0
shrinkage=0.00343802


Tree=522
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 3 4 14 47 13 47 49 50 12 4 3 1 1 49 0 16 40 16 151 48
split_gain=4005.88 474.908 413.921 252.252 243.413 185.041 152.649 147.225 136.094 125.623 89.501 73.6909 63.8012 61.2486 53.2786 51.5161 48.4273 47.5382 46.1814 46.1271 71.7258 42.1768 38.1794 36.2375 35.9922 47.9103 33.3207 32.8712 34.2966 28.648
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.091625000000000012 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.053180000000000012 0.076175000000000007 0.077555000000000013 -1.0000000180025095e-35 0.091680000000000011 -0.012034999999999999 0.041865000000000006 0.13597000000000004 -0.064054999999999987 0.092670000000000016 0.12958500000000003 0.12000500000000001 -0.085174999999999987 -0.11173999999999999 -0.43320999999999993 -0.063404999999999989 -0.090344999999999995 -1.0000000180025095e-35 -0.035774999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 8 12 -6 22 21 -1 18 24 19 26 23 -2 -7 -8 -12 -21 -10 -3 -9 25 -4 -11 29 -29 -25
right_child=1 5 6 -5 7 17 11 15 9 14 13 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0051945683600168645 0.0051154144062037221 0.0037997139085947508 0.0080614844935111198 0.0038864343777444093 0.0081580915884113831 0.001248485091432701 0.0077387903593973987 0.0061772269838672742 0.0074667190338633931 0.0042881981582751144 0.0083474976026712555 0.0066525946190346876 0.0096675292982903709 0.0093045583660890611 0.004666410991229694 0.0064736610328661728 0.0072929794271037116 0.0033328133835745046 0.0061037460260220753 0.0074180469177863072 0.0048839108804970858 0.0049218738386617982 0.0019316821377977241 0.0042052138344357542 0.0081935115808148117 0.0056382759595678417 0.0027457401006987015 0.0044690085168429218 0.0025422830078026229 0.0062762439509256784
leaf_weight=26 20 24 35 74 28 75 665 21 22 33 56 137 46 32 70 31 92 23 29 98 22 20 66 22 1176 21 71 42 23 21
leaf_count=26 20 24 35 74 28 75 665 21 22 33 56 137 46 32 70 31 92 23 29 98 22 20 66 22 1176 21 71 42 23 21
internal_value=0 0.00402652 0.00769638 0.00570354 0.00654976 0.00325442 0.00792581 0.0054751 0.00374018 0.00428617 0.00741316 0.00750266 0.00820096 0.00769048 0.00381096 0.00500557 0.00690413 0.00173766 0.00767047 0.00739701 0.00695346 0.00625489 0.00242982 0.00465278 0.00814621 0.00715278 0.00323517 0.00435636 0.00378724 0.00521665
internal_weight=0 590 2531 186 422 404 2109 188 306 216 234 831 1278 208 174 160 112 98 694 176 120 42 90 129 1232 56 104 108 65 43
internal_count=3121 590 2531 186 422 404 2109 188 306 216 234 831 1278 208 174 160 112 98 694 176 120 42 90 129 1232 56 104 108 65 43
is_linear=0
shrinkage=0.00126831


Tree=523
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 12 4 4 4 52 2 0 0 1 14 457 12 2 40 51 50 47 43 2 0 4 3 16
split_gain=3204.53 398.056 332.256 234.843 194.247 130.294 135.565 127.422 103.11 85.924 73.8452 60.4191 83.338 74.4208 58.8785 52.5977 51.9114 43.3373 41.4784 36.1026 35.5234 34.012 29.3223 28.2592 32.1574 30.6188 27.4877 26.8371 25.892 33.0292
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.27287000000000006 0.14285500000000004 0.090285000000000018 -0.17966999999999997 0.40124500000000002 0.033845000000000007 0.08257500000000001 0.10444500000000002 -0.068189999999999987 -0.23194499999999998 0.15471500000000002 0.076175000000000007 0.045365000000000009 0.13597000000000004 0.11389000000000002 -0.065969999999999987 -0.096089999999999981 0.086295000000000011 0.090100000000000013 -0.081289999999999987 0.11177500000000001 -0.13027499999999997 -0.0070899999999999991 -0.14186499999999996 -0.067914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 14 6 20 16 -6 27 18 12 13 17 -1 -7 26 -10 28 21 -3 -16 -8 24 -2 -26 -4 -5 -9 -30
right_child=1 5 7 9 8 15 22 10 11 -11 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0088177206409099981 0.0025303005947156084 0.0032333692464667648 0.0061432335301691097 0.0074044087245932928 0.0072851939275072105 0.0022935793864566865 0.00088972685683891782 0.0077530197686683398 0.0065319562157318736 0.0042172400747744771 0.0060806307636162736 0.0067732150344789188 0.003286995678072187 0.0032748331807852513 0.0079703537110162159 0.00055525623906202111 0.0087824268673619699 0.0047563791356728304 0.0055101868259161118 0.0050562709202003351 0.0052025298050624377 0.0065177311914473707 0.0029895387701084969 0.0050277991312776497 0.0051931870320443066 0.0035863712024768214 0.0074390242462140047 0.0060106879324614438 0.007256960833156508 0.0067023643588993865
leaf_weight=22 35 20 27 46 31 140 23 77 48 29 171 22 57 26 33 35 46 41 29 21 56 121 20 26 24 93 1068 43 343 348
leaf_count=22 35 20 27 46 31 140 23 77 48 29 171 22 57 26 33 35 46 41 29 21 56 121 20 26 24 93 1068 43 343 348
internal_value=0 0.00368748 0.00696982 0.00472573 0.00594251 0.00264217 0.00366608 0.00717537 0.00513734 0.00611324 0.00683691 0.00479413 0.00454099 0.00516253 0.00686213 0.00194591 0.00746252 0.00571399 0.00699917 0.00661628 0.00468433 0.00682901 0.00186638 0.00380591 0.0035969 0.00391597 0.00740707 0.00673104 0.00705539 0.00697766
internal_weight=0 590 2531 296 422 294 119 2109 225 118 968 194 172 115 197 175 1141 89 797 175 76 154 43 178 152 117 1095 89 768 691
internal_count=3121 590 2531 296 422 294 119 2109 225 118 968 194 172 115 197 175 1141 89 797 175 76 154 43 178 152 117 1095 89 768 691
is_linear=0
shrinkage=0.00126831


Tree=524
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 1 2 2 1 2 475 52 52 1 52 2 52 47 4 52 51 133 16 481
split_gain=3313.03 543.954 309.137 286.048 225.385 155.263 109.887 106.688 102.787 86.8288 82.629 60.5126 78.911 43.4865 35.578 35.2716 31.0516 32.1363 45.1756 30.7824 30.2688 28.1721 28.8698 23.4557 57.5247 23.1596 22.6731 23.8376 22.3681 22.265
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.16540500000000002 0.14122000000000004 -0.066784999999999983 0.039215000000000007 -0.090859999999999982 0.076935000000000017 0.12603000000000003 0.088850000000000012 0.40674500000000008 0.090100000000000013 0.41555500000000006 -0.077024999999999996 -0.085989999999999997 0.089405000000000012 0.19444000000000003 -0.0079799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 11 -6 14 16 -5 21 13 -13 25 20 -7 18 -18 -20 23 22 -1 26 -25 -4 -3 -28 -19 -23
right_child=1 2 8 10 7 9 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 28 19 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0084913644653948385 0.0080326227695713733 0.0025066683089552972 0.00096324533493276647 0.0073238364917460079 0.0071794598773291191 0.0084781570686473431 0.0099447696553403922 0.0043388466141216359 0.0051816678146064353 0.0053362663844817911 0.004533463544625649 0.0058264271784207343 0.0050560605674778401 0.0079686056013481693 0.00036457180228295676 0.0024992682699892755 0.0075669143712913719 0.00805169639537507 0.0066674953366584614 0.0046362968785035241 0.0057124987080343394 0.008861738433032576 0.0068290015282397656 0.006498998284858057 0.0031730078662134237 0.0025591106364866809 0.0041728101126209593 0.0026060476974313173 0.0064959637416217575 0.0079334683777020319
leaf_weight=930 76 25 22 34 85 60 76 40 25 41 61 21 23 272 22 30 116 140 66 20 23 60 22 23 20 125 152 23 22 466
leaf_count=930 76 25 22 34 85 60 76 40 25 41 61 21 23 272 22 30 116 140 66 20 23 60 22 23 20 125 152 23 22 466
internal_value=0 0.0044126 0.00396525 0.00797182 0.00465554 0.00807108 0.00825552 0.00627046 0.00246723 0.00732939 0.00553212 0.00818395 0.00761426 0.00781507 0.00206569 0.00397357 0.00752212 0.00736454 0.00698288 0.00619512 0.00413984 0.00830576 0.00845295 0.00399099 0.00495203 0.00232027 0.00378436 0.00396689 0.00784042 0.00803935
internal_weight=0 691 615 2430 421 2335 1870 125 194 465 95 1794 316 293 169 296 424 364 202 86 266 1478 952 243 43 147 200 175 162 526
internal_count=3121 691 615 2430 421 2335 1870 125 194 465 95 1794 316 293 169 296 424 364 202 86 266 1478 952 243 43 147 200 175 162 526
is_linear=0
shrinkage=0.0014343


Tree=525
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 1 2 49 2 457 1 40 475 12 1 1 1 4 156 52 16 3 2
split_gain=4362.58 705.453 367.23 312.629 243.451 207.23 168.498 133.391 129.119 103.114 96.3971 69.4884 68.5414 88.7909 60.5749 47.6718 47.1051 44.1648 38.4728 36.8012 35.0768 34.0539 33.407 31.3393 31.1475 29.347 32.9522 29.4956 29.3277 26.6566
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.15289999999999995 0.089770000000000016 0.090425000000000019 -0.054984999999999992 -0.0091949999999999983 0.080930000000000016 0.16175000000000003 -0.077714999999999992 -0.079029999999999975 0.09141500000000001 0.12958500000000003 0.13075500000000004 0.13288500000000003 -0.51843499999999987 1.0000000180025095e-35 0.039215000000000007 0.19444000000000003 -0.12018999999999998 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 18 21 12 -4 16 -9 20 15 -2 -14 19 -6 -3 -7 24 -8 -5 -13 -1 26 -21 -28 -22 -26
right_child=1 4 9 22 17 10 7 11 -10 -11 -12 23 13 -15 -16 -17 -18 -19 -20 25 28 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0085760502912717602 0.0043689358597925089 0.0024920066912550516 0.0061668328408978406 0.0037349911439651684 0.0013830966917211989 0.0073559987216319442 0.0058905161683368195 0.0051443628904473387 0.0085202507395193278 0.0036348538603226898 0.0044415342542127026 0.0030325602456904022 0.0050199960644611444 0.0042474048164393187 0.0064433544049753693 0.0067778032563288694 0.0047250425323456021 -0.0005039994307611096 0.0010071856890991259 0.0057817006523611545 0.0054806003426865531 0.0039636516960188939 0.0020992956135196307 0.0015296379276980225 0.0072636662471701925 0.0071472706006302207 0.0067420958112331692 0.005248587238475177 0.0068261850181343528 0.0068837400527316638
leaf_weight=21 23 46 34 60 90 50 34 20 76 63 41 142 23 23 121 268 24 21 50 160 24 20 24 22 754 47 134 21 303 382
leaf_count=21 23 46 34 60 90 50 34 20 76 63 41 142 23 23 121 268 24 21 50 160 24 20 24 22 754 47 134 21 303 382
internal_value=0 0.00338813 0.00675659 0.0050641 0.00252944 0.00684877 0.00302906 0.00355762 0.00702428 0.00452235 0.00615924 0.00308241 0.00696105 0.0064637 0.00611202 0.00663887 0.00632077 0.00102608 0.00171866 0.00641373 0.00706628 0.00517686 0.00326765 0.00283095 0.00716205 0.00628358 0.00615471 0.00653975 0.00672743 0.00713591
internal_weight=0 673 2448 228 445 2351 334 238 1874 97 477 184 1798 314 144 291 436 111 96 412 1484 54 84 164 1157 362 315 155 327 1136
internal_count=3121 673 2448 228 445 2351 334 238 1874 97 477 184 1798 314 144 291 436 111 96 412 1484 54 84 164 1157 362 315 155 327 1136
is_linear=0
shrinkage=0.00117172


Tree=526
num_leaves=31
num_cat=0
split_feature=1 52 1 12 124 2 0 42 2 15 41 133 15 3 13 1 3 12 4 133 2 49 159 2 51 1 16 46 10 131
split_gain=275.169 64.0901 35.0637 25.124 18.1506 16.6769 16.0322 15.912 12.3768 11.9034 16.6494 11.9706 16.643 12.67 16.994 18.4078 16.1779 12.0549 10.8487 10.7078 13.6856 10.3569 9.9819 9.47614 9.65917 9.26603 8.96465 8.79391 8.35331 11.9801
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 1.0000000180025095e-35 -0.076779999999999987 0.13404500000000005 -0.13027499999999997 -0.0041849999999999986 0.11474000000000002 0.040760000000000005 0.075585000000000013 0.082925000000000013 -0.11033999999999998 -0.094299999999999981 0.065590000000000009 0.077845000000000011 0.10299500000000002 0.087215000000000015 -0.010384999999999998 0.08784500000000002 0.090675000000000019 0.10084500000000002 0.083335000000000006 0.083385000000000015 -0.08044999999999998 0.088875000000000023 0.13751500000000003 0.083550000000000013 -0.062879999999999978 0.094655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 27 7 9 -5 -1 18 11 -11 12 25 14 15 -14 22 -16 -8 20 -13 -21 23 24 -15 -6 -7 -3 -4 -30
right_child=1 2 28 6 5 26 8 -9 -10 10 -12 19 13 16 17 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0077612088156024037 0.0079911366454819416 0.0042411443129939065 0.0012027367571220623 0.0030211962576510813 0.0091701748725244465 0.0038850156174579085 0.0095488098761876642 0.0041085930493499363 0.0043236837984572743 0.0081124870679982388 0.010787997999196944 0.0083200956016367088 0.0065645916333875506 0.0056256483381266148 0.0047726416128237303 0.0023105000975663986 0.0039641969319354807 0.0083635431559042801 0.0066844373906330976 0.0082132362529749973 0.011107311782137561 0.0066217639530124746 0.0090296117598009703 0.0066387191718613008 0.0087175567238132034 0.0065609391307436867 0.0074260224742519918 0.0070526159417442866 0.0039973939438079416 0.00068868168702613934
leaf_weight=39 102 332 41 21 100 27 31 42 26 1034 41 155 34 21 23 35 23 51 81 182 37 112 62 185 93 30 22 20 96 23
leaf_count=39 102 332 41 21 100 27 31 42 26 1034 41 155 34 21 23 35 23 51 81 182 37 112 62 185 93 30 22 20 96 23
internal_value=0 0.00495009 0.00448782 0.00501453 0.00778255 0.00785099 0.00637304 0.00586726 0.0068831 0.00790348 0.00821453 0.00761094 0.0072485 0.006923 0.00587675 0.00440672 0.00731262 0.00724745 0.00747725 0.00810089 0.00885722 0.00760696 0.00752596 0.00721416 0.00814799 0.00856804 0.00547486 0.00440089 0.00280564 0.00335789
internal_weight=0 773 671 511 2348 2267 159 81 138 2218 1075 1143 657 527 143 69 384 74 112 486 192 294 361 299 114 130 49 352 160 119
internal_count=3121 773 671 511 2348 2267 159 81 138 2218 1075 1143 657 527 143 69 384 74 112 486 192 294 361 299 114 130 49 352 160 119
is_linear=0
shrinkage=0.00411771


Tree=527
num_leaves=31
num_cat=0
split_feature=1 52 3 2 2 3 4 2 0 14 4 16 0 13 14 39 0 44 0 1 4 3 52 0 52 156 52 41 15 0
split_gain=222.887 51.913 30.5355 20.4287 37.6363 17.4759 15.8544 14.9118 13.9789 13.7431 18.5549 14.5102 14.3173 13.6036 12.6525 13.577 15.5854 10.5059 14.8886 15.4504 13.0518 12.0188 9.81634 9.69682 8.58485 8.38562 9.61849 8.77617 8.27782 8.401
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 -0.069009999999999974 -0.16363499999999997 0.11362000000000001 0.034820000000000011 -0.10708499999999999 0.51164000000000009 -0.0024749999999999993 -0.10011499999999998 -0.0082249999999999979 0.062655000000000016 0.056590000000000008 -0.071924999999999989 0.081805000000000017 -0.10836499999999999 0.081670000000000006 0.022185000000000003 0.086245000000000016 0.056145000000000007 -0.097734999999999989 1.0000000180025095e-35 0.085790000000000019 -0.069804999999999992 0.079395000000000007 -0.076244999999999993 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -5 14 -9 10 -8 12 28 -7 15 17 -17 18 19 -1 23 -21 -4 -20 -22 26 -16 -28 -11 -30
right_child=1 2 22 6 -6 13 9 8 -10 11 -12 -13 -14 -15 25 16 -18 -19 20 21 24 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0055166501847978937 0.0056534764150525151 0.0050219862637662614 0.00088264775368600203 0.0057387692890368191 0.005457697364827532 0.0028514317144164541 0.0054696178433646103 0.0049340249300193128 0.0021177417055758332 0.0028220878689052004 0.0021021172381435575 0.00043725656201083985 0.0015701641796201367 -0.00018538644823527667 0.0044066199357268403 0.0051926487438883054 0.0021685670265861137 0.0078587153476674908 0.0074494353859505431 0.0013713559581195625 0.0041485820897240872 0.0043476163150210217 0.0030419290896383424 0.0056776073498024122 0.0059837487740777183 0.0085658705304616691 0.0082903816772353835 0.0054383813215429025 0.0031024633748424819 0.0060692439450447024
leaf_weight=79 102 30 71 20 121 68 40 153 21 92 30 34 73 20 21 57 26 21 33 21 96 44 32 1672 37 21 26 20 20 20
leaf_count=79 102 30 71 20 121 68 40 153 21 92 30 34 73 20 21 57 26 21 33 21 96 44 32 1672 37 21 26 20 20 20
internal_value=0 0.00350204 0.00317499 0.00346903 0.00418925 0.00288855 0.00294583 0.00550591 0.00459413 0.00276506 0.0040264 0.00239563 0.00272043 0.00216125 0.00557889 0.00552817 0.00424535 0.00558133 0.0055572 0.00455492 0.00563572 0.00338606 0.00155349 0.0057119 0.00465912 0.00678113 0.00622174 0.00705038 0.00335656 0.00458585
internal_weight=0 773 671 568 239 118 329 2348 174 309 70 239 205 88 2174 2086 83 2003 1982 144 1838 65 103 1705 133 88 67 46 132 40
internal_count=3121 773 671 568 239 118 329 2348 174 309 70 239 205 88 2174 2086 83 2003 1982 144 1838 65 103 1705 133 88 67 46 132 40
is_linear=0
shrinkage=0.00323683


Tree=528
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 474 156 12 3 160 150 457 4 10 14 3 4 11 43 15 0 4 15 4 133 4 4 0 49 4
split_gain=182.94 43.8492 23.1241 15.8001 15.535 15.0146 15.2064 13.0206 10.6911 10.6208 9.32952 9.09011 8.8787 8.43821 8.12816 8.07866 9.66392 7.75881 18.0261 21.8529 8.89305 8.46754 7.6314 7.21341 7.55935 7.06702 10.7442 8.06758 6.88162 8.7795
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.085505000000000012 0.080200000000000007 0.086515000000000009 0.085790000000000019 0.099815000000000015 -0.010424999999999999 -0.064219999999999985 0.09487000000000001 -0.079829999999999984 0.23246000000000003 -0.0069899999999999988 -0.23083499999999998 -0.11255999999999998 -0.10429499999999998 1.0000000180025095e-35 0.035560000000000008 -0.015744999999999999 -0.13843999999999998 -0.14098499999999997 -0.21699999999999997 -0.085594999999999991 0.09389500000000002 0.033845000000000007 -0.0083799999999999986 -0.23194499999999998 0.09858500000000002 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -5 6 10 17 -2 -10 28 -4 15 -11 -13 -9 -17 20 19 -19 -3 -22 -16 -23 -25 26 -24 -27 29 -1
right_child=3 7 11 4 -6 -7 -8 12 9 13 -12 14 -14 -15 22 16 -18 18 -20 -21 21 23 25 24 -26 27 -28 -29 -30 -31
leaf_value=0.0043962770873899187 0.0028035928772694261 0.0030171921238079306 0.0052888420946046125 0.0041846221585385163 0.00095149963592208535 0.0027576379857868275 0.0066708615078149595 0.0061079975743891218 0.0027865353466952222 -0.0011352992373398745 0.0027259841888657558 0.0047869317828533832 0.0028978777951608305 0.001294823098902693 0.00087688897337709359 0.002375931938747875 0.0047462502329483434 0.0024709357809718294 0.0086512190767704736 0.0061432514538916089 0.0035873774824567999 0.0059353308803096168 0.0032851241482017191 0.0053476454297945895 0.0047250758386264274 0.0028252680319938027 0.00095538964255896769 0.0054789831044285047 0.0033958723082944272 0.0058757200530632986
leaf_weight=94 109 20 24 85 21 39 50 45 45 20 26 28 31 85 20 21 271 22 25 111 33 185 75 1160 273 27 32 25 31 88
leaf_count=94 109 20 24 85 21 39 50 45 45 20 26 28 31 85 20 21 271 22 25 111 33 185 75 1160 273 27 32 25 31 88
internal_value=0 0.00498535 0.0041436 0.00244935 0.0035441 0.00471815 0.00498271 0.00519952 0.00200131 0.00141832 0.00462954 0.00332778 0.0046218 0.000831943 0.00310041 0.00478038 0.00457578 0.00531576 0.00602875 0.0055358 0.00524834 0.00527537 0.0028366 0.0053098 0.00522904 0.0030831 0.00258838 0.00410109 0.0048619 0.00511161
internal_weight=0 2756 559 365 106 328 289 2197 259 150 239 231 368 105 207 337 292 1829 158 133 1671 1651 179 1618 1433 159 107 52 213 182
internal_count=3121 2756 559 365 106 328 289 2197 259 150 239 231 368 105 207 337 292 1829 158 133 1671 1651 179 1618 1433 159 107 52 213 182
is_linear=0
shrinkage=0.00336615


Tree=529
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 2 1 2 2 4 150 1 2 3 3 2 12 4 47 12 3 12 3 3 457 2 131
split_gain=2665.34 431.118 271.917 226.922 156.737 132.14 90.5578 84.7785 73.3668 65.6732 55.8733 53.6939 43.778 42.7955 41.1262 52.3819 36.2382 50.8051 32.4685 30.174 35.325 28.2943 26.7714 22.4588 19.6173 19.3339 20.4846 18.9873 17.8241 17.4124
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.16394500000000004 0.14122000000000004 0.40945500000000007 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 0.30112000000000005 0.0068900000000000012 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.095780000000000018 -0.12711499999999995 0.10061500000000002 1.0000000180025095e-35 0.20828500000000003 0.096470000000000014 0.087675000000000017 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 7 -4 14 24 -5 12 13 16 22 19 18 17 -8 -16 20 -1 25 -7 -21 -6 -3 27 -27 -22 -2
right_child=1 2 6 9 8 11 10 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 23 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0074610177882558186 0.0060240591018553384 0.0023667029251303023 0.0039293649113155841 0.005210013765497702 0.0057326294905174846 0.0056891219419526236 0.0021684795258765802 0.0070520586503199654 0.0029398031968309842 0.0032163498278398464 0.00070079158575694358 0.0039054134070864621 0.0015618398771561611 0.0039091328260562504 0.0042470656863179395 0.0038239554769497375 0.001478348985172459 0.0046306980697442364 0.0056771181288083096 0.004423048236075095 0.0060513168901399411 0.0038990611382465324 0.0050894536655584372 0.0056581722391698015 0.0045631204892817561 0.0040226474003498269 0.0024084719965674498 0.0026245564337141368 0.0057445234682949545 0.0047613153255870507
leaf_weight=21 54 98 26 34 41 198 24 76 26 63 61 41 121 28 23 25 21 21 274 21 750 32 200 312 36 37 35 20 382 20
leaf_count=21 54 98 26 34 41 198 24 76 26 63 61 41 121 28 23 25 21 21 274 21 750 32 200 312 36 37 35 20 382 20
internal_value=0 0.00305027 0.00272505 0.00564798 0.00344024 0.00571948 0.00187674 0.00585593 0.00461888 0.00391516 0.00166155 0.00516898 0.00197495 0.00529059 0.00580565 0.00543109 0.00273233 0.00331751 0.00556637 0.00588682 0.00597535 0.00289339 0.00538778 0.00558028 0.00518585 0.00272401 0.00310463 0.00353209 0.00594779 0.00568278
internal_weight=0 673 599 2448 325 2351 274 1884 103 97 248 467 187 426 1808 322 66 45 297 1486 1153 222 398 333 77 190 92 57 1132 74
internal_count=3121 673 599 2448 325 2351 274 1884 103 97 248 467 187 426 1808 322 66 45 297 1486 1153 222 398 333 77 190 92 57 1132 74
is_linear=0
shrinkage=0.00115606


Tree=530
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 47 4 457 454 4 2 2 2 16 3 16 159 14 159 475 1 1 47 16 4
split_gain=3347.06 555.157 335.809 275.188 234.889 170.018 112.57 111.059 89.6874 88.3181 86.9143 54.5826 46.5991 40.5401 35.4085 34.2972 34.0727 33.5832 32.4213 38.4562 29.634 34.2035 28.9561 32.1588 28.3522 23.9096 23.541 32.3131 28.4267 23.306
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.24564500000000003 0.080930000000000016 1.0000000180025095e-35 -0.55119499999999988 0.17025000000000004 0.089885000000000007 0.14019000000000004 0.0057500000000000008 0.086245000000000016 0.083160000000000026 0.0089800000000000019 -0.46413499999999996 0.084250000000000005 -0.066784999999999983 0.091785000000000019 0.11392000000000001 0.078345000000000012 -0.29154999999999992 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 17 6 11 -6 -5 12 15 13 24 14 -1 -4 18 22 19 25 21 -20 -3 26 -7 -16 27 28 -24 -2
right_child=1 2 10 8 7 9 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0090140877396859553 0.0077956344216535706 0.0052327521374093515 0.0022939836127213878 0.0067854188934205421 0.0065900861043076018 0.0077359682393559207 0.0089510153920700011 0.0039901887763819904 0.0042293771981791696 0.004820972822168694 0.0046036176964318973 0.0055435070697895002 0.0048892799179618479 0.0056347607496623452 0.0077075469339416671 0.0010421680843135845 0.0071329399088326658 0.0024809928424745446 0.0069558567197230085 0.0059443820276891303 0.007464757019908598 0.0049406588414536243 0.0048864510385289352 0.0028692195808941359 0.0067355398583396602 0.0071562354701783073 0.0033214222194252654 0.0057188717332972445 0.0034162480232047009 0.0062751389941345936
leaf_weight=23 50 21 119 34 82 53 79 39 63 41 22 25 20 20 994 50 459 35 42 22 83 20 34 59 325 145 61 21 56 24
leaf_count=23 50 21 119 34 82 53 79 39 63 41 22 25 20 20 994 50 459 35 42 22 83 20 34 59 325 145 61 21 56 24
internal_value=0 0.00402514 0.00362026 0.00721882 0.00427001 0.0073052 0.00746863 0.0057521 0.00512531 0.0065934 0.00223231 0.00740474 0.00677599 0.00743048 0.00745056 0.00192362 0.00743019 0.00364515 0.00753466 0.00760528 0.0069692 0.00630579 0.00380684 0.00367721 0.00687581 0.00763736 0.00395437 0.00430221 0.00397166 0.0073025
internal_weight=0 673 599 2448 408 2351 1912 121 97 439 191 1833 398 1808 1788 169 1765 287 1306 1161 145 62 252 231 378 1139 172 111 90 74
internal_count=3121 673 599 2448 408 2351 1912 121 97 439 191 1833 398 1808 1788 169 1765 287 1306 1161 145 62 252 231 378 1139 172 111 90 74
is_linear=0
shrinkage=0.00126831


Tree=531
num_leaves=31
num_cat=0
split_feature=1 52 2 12 124 15 42 2 2 13 2 0 1 15 51 42 160 51 15 157 14 11 1209 150 4 40 8 42 133 3
split_gain=186.561 42.4852 26.2048 17.996 14.1164 13.3565 12.5049 12.0375 18.1601 15.202 11.7594 10.6635 13.2414 13.2202 10.5179 12.4151 14.3947 10.2982 8.52514 13.0813 10.3538 15.9402 8.64507 8.456 12.7072 8.26276 9.57745 8.07374 8.77382 10.112
threshold=0.10124500000000002 -0.40967499999999996 0.13754500000000003 1.0000000180025095e-35 -0.076779999999999987 -0.045854999999999993 -0.0041849999999999986 -1.0000000180025095e-35 0.10252500000000002 0.05868000000000001 0.13404500000000005 -0.10474999999999998 0.14000500000000002 -0.40580499999999992 -0.086719999999999978 0.09112000000000002 -1.0000000180025095e-35 0.091000000000000011 1.0000000180025095e-35 -0.0091799999999999989 0.08104500000000002 0.076160000000000019 0.091045000000000001 0.083250000000000005 0.41257000000000005 -0.078554999999999986 0.08573500000000002 0.11649000000000002 1.0000000180025095e-35 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 11 -1 25 -9 14 18 -4 -13 -14 -10 16 -16 23 20 -20 21 22 27 24 -5 -3 -27 28 29 -6
right_child=1 2 5 17 10 -7 -8 8 9 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0051149390324245576 0.0052409306717835242 0.0028517377037760882 0.0040181770109952945 0.0049340486879068434 0.0049383328977673233 -0.00013081011996685999 0.0024630097521249018 0.0057292114231696396 0.00098668564280170418 0.00027169547283356881 0.003538513201768863 0.0028512899435197869 0.0021748748001543172 -0.0015222098306809451 0.0058431731028566868 0.0012201725760224158 0.0033036496920528231 0.0061098904912642053 0.0078839627275095539 0.0053662813321217698 0.0074084718394445874 0.0029223594986534946 0.0029482641283291454 0.0018617853303299929 0.0024683054474800396 -1.9757008256856635e-05 0.0028908890285299269 0.0030144497401295711 0.0054618941499345623 0.0027835433037770013
leaf_weight=39 102 56 29 79 523 35 42 30 21 22 49 51 22 22 33 23 110 27 24 1064 20 42 22 21 34 36 20 21 476 26
leaf_count=39 102 56 29 79 523 35 42 30 21 22 49 51 22 22 33 23 110 27 24 1064 20 42 22 21 34 36 20 21 476 26
internal_value=0 0.00321312 0.00290487 0.00327626 0.00512322 0.00170895 0.00373986 0.00284806 0.00327558 0.00292339 0.00517264 0.00222824 0.00168184 0.000326332 0.00323535 0.00351982 0.00388969 0.00420979 0.00520874 0.00542182 0.00500359 0.00496026 0.0050404 0.00382694 0.00419214 0.00193575 0.00101976 0.0050844 0.00512681 0.00483628
internal_weight=0 773 671 512 2348 159 81 351 239 209 2267 124 95 44 187 166 143 161 2218 1088 1130 1110 1068 134 113 112 56 1046 1025 549
internal_count=3121 773 671 512 2348 159 81 351 239 209 2267 124 95 44 187 166 143 161 2218 1088 1130 1110 1068 134 113 112 56 1046 1025 549
is_linear=0
shrinkage=0.00337238


Tree=532
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 2 4 52 2 0 0 14 50 15 4 15 457 2 4 12 14 49 1 3 16 16
split_gain=3364.45 399.868 353.434 327.47 197.265 155.358 132.238 106.52 78.5887 72.4775 69.6094 64.1844 83.712 71.0742 63.4934 56.7179 54.7715 47.4749 43.4562 41.5055 36.4626 36.2857 43.9625 54.8265 35.6505 35.4915 33.1648 32.6334 38.7166 31.1477
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.27044500000000005 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.08257500000000001 0.10444500000000002 -0.068189999999999987 -0.23194499999999998 0.076175000000000007 0.041865000000000006 0.13592500000000005 -0.033174999999999989 -0.081924999999999984 0.045365000000000009 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 -0.46413499999999996 -0.012034999999999999 0.12040000000000002 -0.13927999999999999 -0.067914999999999989 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 14 25 15 -6 26 -10 17 12 13 20 -1 -4 19 27 -11 -3 -9 22 -16 -24 -20 -5 -2 -8 -29 -26
right_child=1 16 6 5 7 -7 10 11 9 18 -12 -13 -14 -15 21 -17 -18 -19 24 -21 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=0.0084976138703092095 0.0031726763919301799 0.001280542075765181 0.0070462046796296819 0.004518068333236514 0.0069117773105715928 0.0032465642928850534 0.0074669759423454003 0.0060310828101380314 0.00520559607337034 0.0047576037523074733 0.0057325710196609123 0.0064196717672050712 0.0028621368082244448 0.0028971105800598145 0.0074374415625870719 0.0084838211818888346 0.0027753225029636874 0.0048286698331512466 0.0042747761291415994 -0.00063268502542780886 0.0044024156338671695 0.0054318417075247954 0.0068052322411582935 0.0042265498630412101 0.0030151721793088243 0.0063787048831148666 0.0015376786250301316 0.006896564570759791 0.0062990282718993961 0.0016372050904995136
leaf_weight=22 29 76 1095 20 31 44 76 48 32 23 171 22 57 26 56 46 30 23 25 24 41 62 36 21 92 94 64 342 356 37
leaf_count=22 29 76 1095 20 31 44 76 48 32 23 171 22 57 26 56 46 30 23 25 24 41 62 36 21 92 94 64 342 356 37
internal_value=0 0.00323639 0.00659963 0.00379146 0.00554009 0.00527094 0.00681164 0.00472869 0.00301743 0.00344902 0.00646684 0.00437985 0.00411894 0.00474188 0.00646682 0.00710416 0.00127228 0.00662438 0.00313145 0.000821368 0.0052808 0.00621152 0.00663932 0.00585519 0.00288858 0.00605228 0.00204752 0.00667774 0.0065918 0.00261994
internal_weight=0 590 2531 460 422 158 2109 225 302 209 968 194 172 115 197 1141 130 797 177 100 89 175 113 57 154 114 93 774 698 129
internal_count=3121 590 2531 460 422 158 2109 225 302 209 968 194 172 115 197 1141 130 797 177 100 89 175 113 57 154 114 93 774 698 129
is_linear=0
shrinkage=0.00126831


Tree=533
num_leaves=31
num_cat=0
split_feature=1 1 16 3 52 2 13 34 14 4 2 132 43 48 14 14 2 2 4 0 3 4 147 51 156 2 4 1 42 1
split_gain=171.539 41.9655 27.9275 15.3034 15.0619 14.019 14.4967 12.4603 12.009 11.9279 11.6482 10.3012 10.0586 9.76473 9.72436 9.45406 11.7375 14.465 8.89234 15.3825 13.3343 10.1032 8.12102 8.07537 7.39716 7.36165 6.54561 6.53524 6.36897 6.01438
threshold=0.11829500000000003 0.095950000000000021 0.40020000000000006 0.30112000000000005 0.12354000000000001 0.11362000000000001 0.05868000000000001 -0.085489999999999997 0.062655000000000016 0.41379000000000005 0.14530500000000005 0.10365500000000001 -0.52440999999999993 0.016865000000000002 -0.46166999999999997 -0.10708499999999999 -0.0091949999999999983 0.088125000000000023 -0.49013999999999996 -0.062764999999999974 -0.10519499999999998 -0.16363499999999997 0.089365000000000014 1.0000000180025095e-35 0.090500000000000011 0.15950500000000004 0.033845000000000007 0.10374500000000002 0.088295000000000012 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 7 8 -7 -3 12 10 13 25 -1 -2 -11 -9 -17 26 20 22 -14 -21 23 24 28 -5 -18 -19 -20 -25
right_child=3 2 -4 11 -6 6 -8 15 -10 14 -12 -13 18 -15 -16 16 17 27 19 21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0027397102011571675 0.0047879418612498774 0.005516567673561101 0.005533947657024218 0.001220005500861529 0.0048614910973527334 0.0046036396345107908 0.0019683968452055066 0.0047466986304850198 0.0064654537514722927 0.0041378136050216896 0.0013836152364715957 0.0029275764439625337 0.0085325544965657446 0.0025513669237473787 0.001583417204120565 0.00065317180106617197 0.0054177400763523037 0.0012464666485148773 0.0054737927251727369 0.0048796899368925058 0.0053640517709449215 0.0022801031740229622 0.0033315311431855498 0.0048609185314678876 0.004268180514429511 -0.0011710408347027634 0.0032659880327543136 0.0028775413437049993 0.0049526440760204894 0.003492471087735774
leaf_weight=22 69 27 113 47 88 132 32 35 83 22 26 28 23 37 112 28 37 39 1039 35 57 39 30 191 86 24 33 136 401 50
leaf_count=22 69 27 113 47 88 132 32 35 83 22 26 28 23 37 112 28 37 39 1039 35 57 39 30 191 86 24 33 136 401 50
internal_value=0 0.00486478 0.00398267 0.00230226 0.00356826 0.00507776 0.00408945 0.00322854 0.0051566 0.00274104 0.00349047 0.00112331 0.00510154 0.00400725 0.0020028 0.00302797 0.00280762 0.00305384 0.00512817 0.00507914 0.006275 0.00350964 0.00514377 0.00517454 0.0052689 0.000411764 0.00440334 0.00251404 0.00532867 0.00457701
internal_weight=0 2756 536 365 423 2220 164 335 2056 266 132 99 1973 106 134 308 273 245 1951 1871 80 74 1797 1767 1526 71 70 175 1440 241
internal_count=3121 2756 536 365 423 2220 164 335 2056 266 132 99 1973 106 134 308 273 245 1951 1871 80 74 1797 1767 1526 71 70 175 1440 241
is_linear=0
shrinkage=0.00351258


Tree=534
num_leaves=31
num_cat=0
split_feature=1 1 16 1 47 52 2 12 10 34 14 12 14 123 43 12 43 43 0 15 4 0 3 4 147 15 13 51 159 0
split_gain=138.947 33.9921 22.6213 13.5084 12.3485 12.2567 11.3554 13.1154 10.6135 9.95493 9.72725 9.1462 11.2779 8.95993 8.14747 7.82721 7.50681 7.87173 8.78168 7.73904 7.2028 12.4598 10.8008 8.18357 6.57803 7.94931 8.06969 6.92909 7.32911 6.32639
threshold=0.11829500000000003 0.095950000000000021 0.40020000000000006 0.14860500000000001 0.085505000000000012 0.12603000000000003 0.11362000000000001 0.089410000000000003 -0.062879999999999978 -0.085489999999999997 0.062655000000000016 0.11734000000000001 -0.46166999999999997 0.08128500000000001 -0.52440999999999993 -0.081419999999999979 -0.23229999999999998 -0.08756499999999999 -0.026509999999999995 0.024640000000000006 -0.49013999999999996 -0.062764999999999974 -0.10519499999999998 -0.16363499999999997 0.089365000000000014 -0.15914499999999995 -0.013304999999999999 1.0000000180025095e-35 0.11389500000000001 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 11 9 10 -8 -5 -3 14 12 -2 -6 -1 -14 -11 -18 19 -19 22 24 -16 -23 25 26 -22 28 -27 -29
right_child=3 2 -4 8 13 -7 7 -9 -10 16 -12 -13 15 -15 20 -17 17 18 -20 -21 21 23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.0023196885282612198 0.0035406508748423203 0.0046708291240011388 0.0046855446697047776 -0.0014017825871773786 0.0038223982906805875 0.004168299809692977 0.0013574789634809763 0.0038773554794469876 0.0014634323162949312 0.0045387894699064103 0.005474242628121925 0.0039208429301322142 0.0021925584082296214 0.001408818184454715 0.0072244385861565362 0.00066383063663422908 0.000779945166651213 0.0026048236876614265 0.00099833970293823778 0.0043539013460810756 0.0071658212373554107 0.0041315903853413952 0.00454169529501223 0.0019305431978535034 0.0028207780304378336 0.0044612632062379027 0.0045973188160489536 0.0026533597757298307 0.0029090123011383598 0.0040672592527947722
leaf_weight=22 27 27 113 20 71 82 27 137 48 20 83 20 58 22 23 99 28 202 32 32 22 35 57 39 30 1440 34 42 34 195
leaf_count=22 27 27 113 20 71 82 27 137 48 20 83 20 58 22 23 99 28 202 32 32 22 35 57 39 30 1440 34 42 34 195
internal_value=0 0.00411897 0.00337209 0.0019493 0.00225349 0.00302121 0.0042993 0.0034625 0.000620722 0.00274537 0.00436605 0.00179854 0.00156785 0.00325144 0.00431943 0.00122858 0.00257981 0.00244655 0.00262198 0.00284401 0.00434198 0.00430046 0.00531298 0.00297158 0.00435518 0.00438123 0.00560637 0.00434114 0.00442546 0.00381669
internal_weight=0 2756 536 365 297 423 2220 164 68 341 2056 204 184 93 1973 157 314 294 266 234 1951 1871 80 74 1797 1767 56 1711 1474 237
internal_count=3121 2756 536 365 297 423 2220 164 68 341 2056 204 184 93 1973 157 314 294 266 234 1951 1871 80 74 1797 1767 56 1711 1474 237
is_linear=0
shrinkage=0.00330452


Tree=535
num_leaves=31
num_cat=0
split_feature=1 123 3 44 4 40 13 15 15 10 34 402 2 15 13 4 0 401 402 4 3 3 484 1 123 40 3 4 3 133
split_gain=112.547 28.457 19.001 17.7079 16.665 13.1148 12.3386 12.3273 12.15 11.6265 13.2136 10.3637 10.4613 10.103 9.95594 9.90272 9.40372 12.701 17.2988 13.1459 9.08667 8.79714 7.82694 7.32603 7.23293 6.99349 6.71419 6.5339 6.37077 6.15256
threshold=0.11829500000000003 0.083430000000000018 0.11658 0.081805000000000017 0.27287000000000006 0.051255000000000002 -0.42195999999999995 -0.44764999999999994 -0.031204999999999997 -0.005834999999999999 -0.038779999999999995 0.09277500000000001 0.13754500000000003 1.0000000180025095e-35 -0.17933499999999997 -0.082249999999999976 -0.085754999999999984 0.080190000000000011 0.088375000000000023 -0.51843499999999987 -0.116045 -0.16726499999999997 0.085595000000000018 0.14860500000000001 0.084410000000000013 -0.078819999999999987 -0.066704999999999987 -0.00027999999999999998 0.13524500000000003 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 24 7 -4 -1 28 23 -11 12 13 26 -9 16 -16 19 -19 20 -18 -17 -21 -2 -3 27 -12 -26 -8 -23
right_child=9 4 6 -5 -6 -7 8 14 -10 10 11 -13 -14 -15 15 21 17 18 -20 22 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0022416774739962499 0.0015960308158896562 0.0015971940457740899 0.0054438184789441452 0.0082461867729290497 -0.0003778946964126092 0.0021247531555026533 0.0045446004298173113 0.0019565562857773063 -0.00074234018729539975 -0.00058918223988692396 0.0045897002302897555 -3.8178139952313166e-05 0.0019886268318771976 0.0065474127205448745 0.0062094742540143022 0.0023412907539102574 0.0095653027887661855 0.00016798189129180841 0.0053766231095907068 0.0052242693740685809 0.005618049750740076 0.0049123021585957488 0.0030637484812743084 -0.0012655899613501268 0.0038828373689342955 0.0019840171646130327 0.0026417984392594893 0.0066527220146018933 0.0014409436244501896 0.0042519436976442898
leaf_weight=31 55 27 25 27 23 31 26 20 20 21 49 20 93 20 171 26 20 21 24 370 21 1425 32 22 52 22 85 21 21 300
leaf_count=31 55 27 25 27 23 31 26 20 20 21 49 20 93 20 171 26 20 21 24 370 21 1425 32 22 52 22 85 21 21 300
internal_value=0 0.00470163 0.00480199 0.00487031 0.00289445 0.00483374 0.00293117 0.00486786 0.00199362 0.00222504 0.00261181 0.00286358 0.00309854 0.00376881 0.00490136 0.0049258 0.00536372 0.00506736 0.00294592 0.00528285 0.00754354 0.00476099 0.00505229 0.000778425 0.00351137 0.0040554 0.00335409 0.00467965 0.00315786 0.00479746
internal_weight=0 2756 2611 2519 145 2492 92 2461 67 365 288 267 247 154 2430 2410 659 488 45 443 41 1751 402 77 122 95 134 73 47 1725
internal_count=3121 2756 2611 2519 145 2492 92 2461 67 365 288 267 247 154 2430 2410 659 488 45 443 41 1751 402 77 122 95 134 73 47 1725
is_linear=0
shrinkage=0.00419107


Tree=536
num_leaves=31
num_cat=0
split_feature=1 4 2 15 48 13 12 0 12 13 48 44 3 39 0 96 14 157 43 13 10 51 159 156 12 47 1 48 16 15
split_gain=91.7194 24.7453 17.8381 17.9991 13.4855 12.8309 12.6173 11.9002 10.1828 12.2199 9.77319 11.6388 10.8492 9.73991 9.12819 8.40461 8.77273 10.2488 9.00842 13.92 8.10932 7.53321 9.02792 6.21898 5.95588 7.84297 8.36151 8.33246 6.88232 8.6492
threshold=0.10124500000000002 -0.17966999999999997 0.13754500000000003 -0.079929999999999987 -0.081134999999999999 -0.011289999999999998 0.088105000000000003 0.22582000000000002 0.092465000000000006 -0.099939999999999987 0.10168500000000001 1.0000000180025095e-35 -0.073309999999999986 -0.04725999999999999 -0.10474999999999998 0.087655000000000025 -0.46413499999999996 -0.06457499999999998 -0.11720999999999999 0.043850000000000007 -0.0026549999999999994 0.088785000000000017 0.091070000000000012 0.14401500000000003 0.086505000000000012 0.081320000000000017 0.085760000000000017 -0.035774999999999994 0.042200000000000008 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 14 -3 -2 15 10 -8 -10 11 13 -12 -1 -4 16 -6 -18 -19 -20 -15 22 -16 -7 25 26 -22 -28 -26 -30
right_child=1 2 3 -5 6 23 8 -9 9 -11 12 -13 -14 20 21 -17 17 18 19 -21 24 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=0.0014834736234523142 0.0014672431413471877 0.0046098083841369245 0.0031940025968538576 -0.0013808229911470458 0.0039165996447532428 0.0050446285816334036 0.004663306911662014 0.00093727668933429897 2.2752795123745076e-05 0.0028535291579102401 0.0032525559052791449 0.0061641196546197482 0.00095692238060340266 0.0019157416227788683 -0.00087159468202231021 -0.00029597404151553115 -0.00050771130424951761 0.0039573573191499459 0.0019494900690964032 -0.0009940548186917076 0.0039453994599186167 0.0024298801123114884 0.0018827520266671068 0.0030295112679324665 0.0036138907181350092 0.005262967484117388 0.0012056515941066745 0.003409759441107552 0.0041890730807789362 0.0027139411878776532
leaf_weight=25 22 26 28 31 22 53 29 20 20 132 81 20 33 32 33 22 22 22 215 20 610 27 23 26 1078 43 24 105 57 220
leaf_count=25 22 26 28 31 22 53 29 20 20 132 81 20 33 32 33 22 22 22 215 20 610 27 23 26 1078 43 24 105 57 220
internal_value=0 0.00218914 0.00195505 0.000892775 0.00223965 0.00374665 0.00211739 0.0035294 0.0028307 0.00248106 0.00355167 0.00360129 0.00258803 0.00357793 0.00152774 0.00171766 0.00186484 0.00170305 0.0018923 0.00169898 0.00360207 0.000965632 0.000259655 0.00438143 0.00362732 0.00386184 0.00378032 0.00299969 0.00349197 0.00301749
internal_weight=0 773 672 142 530 101 504 2348 181 152 2328 2214 114 2194 111 323 301 279 257 235 2169 83 56 79 2137 782 739 129 1355 277
internal_count=3121 773 672 142 530 101 504 2348 181 152 2328 2214 114 2194 111 323 301 279 257 235 2169 83 56 79 2137 782 739 129 1355 277
is_linear=0
shrinkage=0.00337483


Tree=537
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 2 1 4 14 0 1 4 1 12 475 4 3 48 47 52 52 1 51 16 15 14
split_gain=2809.24 456.848 287.76 224.533 140.544 133.7 87.3402 84.5732 82.8252 70.5107 69.1328 65.2235 51.6427 83.352 69.5526 45.4037 45.3995 33.6506 31.0559 29.2306 31.1031 28.8632 27.3988 24.3382 23.4522 22.3844 22.4352 21.3628 20.9662 19.3877
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.40473500000000007 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 0.16540500000000002 0.087695000000000009 -0.066784999999999983 -0.52556499999999995 -0.13927999999999999 0.082620000000000013 0.090100000000000013 0.056145000000000007 0.11434500000000002 0.11669000000000002 -0.085989999999999997 -0.073404999999999984 -0.090644999999999989 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 8 7 -4 12 18 -5 -6 -1 14 -14 17 29 19 -7 -15 -21 -20 24 -23 25 26 -3 -19 -9 -8
right_child=1 2 6 10 11 9 16 28 -10 -11 -12 -13 13 15 -16 -17 -18 27 21 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00901706507525518 0.0067271308643103832 0.0020403135386909822 0.0039300903815597359 0.0061990760834969537 0.0060421672476838138 0.0072370467800111906 0.0027472279392973531 0.0027566204091773448 0.008273715945666154 0.0044130431194279235 0.0038039630956323883 0.0037166124023498125 0.0067668493511312605 0.0087573570935935343 0.0048048839309116614 0.0061068490503456072 -0.00033480918598442896 0.0070053066310496199 0.0063040032620810763 0.0054914319321872126 0.0071938450610701506 0.0045734085897630528 0.0046163119992450501 0.006323212637933914 0.0044349079197970173 0.0020284144009337368 0.0035464692250136592 0.0065721129110380711 0.0010603322517925048 0.0015060843233600837
leaf_weight=20 76 21 76 34 74 52 30 22 79 41 61 31 67 21 64 115 21 428 274 20 696 36 33 24 28 29 122 398 33 95
leaf_count=20 76 21 76 34 74 52 30 22 79 41 61 31 67 21 64 115 21 428 274 20 696 36 33 24 28 29 122 398 33 95
internal_value=0 0.00361395 0.00322923 0.00668952 0.0040627 0.00677204 0.00221223 0.0030101 0.00692441 0.00609124 0.00466116 0.00535557 0.00686612 0.00684234 0.00580833 0.00692307 0.00149633 0.00698312 0.00626949 0.0071922 0.00714629 0.00611885 0.00348007 0.00527333 0.00329259 0.00310663 0.00332529 0.00679658 0.00173885 0.00180396
internal_weight=0 691 615 2430 338 2335 277 131 1908 427 95 105 1829 1809 131 1678 146 1563 386 737 716 334 233 60 200 172 143 826 55 125
internal_count=3121 691 615 2430 338 2335 277 131 1908 427 95 105 1829 1809 131 1678 146 1563 386 737 716 334 233 60 200 172 143 826 55 125
is_linear=0
shrinkage=0.00134594


Tree=538
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 10 2 13 133 13 133 52 402 16 160 4 156 1212 159 3 12 12 43 2 484 483 448 49 151 150
split_gain=87.9929 21.5693 14.3908 19.4085 14.1096 10.5582 9.20938 8.86398 8.27679 15.2456 9.53187 8.30691 8.25378 8.11061 14.9859 9.42667 7.95553 7.78092 8.84359 7.65734 7.35623 21.6368 8.28155 7.33042 7.27676 7.25493 7.58072 8.09501 8.26754 6.98622
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 -0.062879999999999978 0.087675000000000017 -0.10278499999999999 0.032270000000000007 -0.16152999999999998 0.087285000000000015 -0.14715499999999998 0.086055000000000006 0.0057500000000000008 -0.081399999999999986 -0.10429499999999998 0.11969000000000002 0.11930500000000001 0.082105000000000025 -0.088494999999999976 0.10711000000000002 0.11903500000000002 -0.073404999999999984 0.092235000000000025 -0.079429999999999987 0.086010000000000017 -0.065209999999999976 -0.087004999999999985 0.015440000000000001 0.080470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 3 25 6 -4 7 -1 9 -8 11 -10 20 -9 -15 -16 17 18 23 -20 22 -22 -2 -11 -25 26 -3 -28 -29 -26
right_child=1 2 5 -5 -6 -7 8 13 10 16 -12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=0.0055966412429160678 0.0029285631725718855 -0.00026770255517471038 -0.0017928553357286884 0.0057286946803986926 0.00078496382446584766 0.0011876079638142149 0.00035324478710100098 0.0040726177198008003 0.0066995974526086648 0.0036017806637567863 0.0036459747181850333 0.0043053494721612857 0.0010044723135423145 0.00085968494179356988 0.0055839479861801312 0.0030068363757944677 0.0052918472650149298 0.0054179060803891156 0.0028811534866580264 0.0048466223072435588 0.00013667439552811391 0.0051466365143490187 0.0045663871208345254 0.0045775999554562193 0.0026052383694804338 0.0032908093616720339 0.0036251334568180977 0.0019472834548253405 -2.6090077876972851e-05 0.00031186669305120757
leaf_weight=48 84 24 21 20 22 78 24 974 26 162 463 90 22 32 29 62 29 23 44 74 30 20 88 24 245 49 34 226 34 20
leaf_count=48 84 24 21 20 22 78 24 974 26 162 463 90 22 32 29 62 29 23 44 74 30 20 88 24 245 49 34 226 34 20
internal_value=0 0.00227919 0.00182476 0.00214949 0.00375914 0.000555388 0.00378676 0.00402728 0.00356177 0.00327108 0.00388559 0.00484199 0.00318431 0.00395861 0.00305584 0.00382811 0.00338385 0.00329038 0.00320438 0.00411374 0.00340033 0.00214066 0.00376652 0.00296646 0.00261032 0.00195444 0.00174852 0.00191311 0.00168923 0.00243215
internal_weight=0 730 486 387 2391 99 2369 1145 1224 645 579 116 244 1097 123 91 621 592 569 118 222 50 172 451 289 367 318 294 260 265
internal_count=3121 730 486 387 2391 99 2369 1145 1224 645 579 116 244 1097 123 91 621 592 569 118 222 50 172 451 289 367 318 294 260 265
is_linear=0
shrinkage=0.00373103


Tree=539
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 0 15 4 4 49 1 475 150 0 156 48 40 132 1 1 4 0 1 133
split_gain=2870.96 457.698 237.739 217.421 154.014 149.005 125.528 120.488 82.2468 75.5876 73.3451 49.5143 71.394 47.029 42.797 41.8123 38.1687 38.1019 41.0479 33.6903 31.4407 32.4627 29.4869 29.0984 37.9703 27.5181 25.9381 56.4284 23.7164 21.0721
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 -0.15464999999999998 -0.054984999999999992 0.083345000000000016 -0.066784999999999983 1.0000000180025095e-35 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 -0.077714999999999992 0.088890000000000011 0.15799000000000005 0.12408500000000001 -0.17966999999999997 -0.062294999999999996 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 22 -8 11 17 -4 12 -1 19 -9 -2 -14 -7 -19 -13 -21 26 -3 24 -6 -16 -22 -28 29 -5
right_child=1 4 10 28 23 9 7 14 -10 -11 -12 13 16 -15 25 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0076122557944145351 0.0046254142874682779 0.0028272297326929802 0.0064036341122353357 0.0029661933989539382 0.0016176199302619894 0.0074226997642983742 0.005643719876336703 0.005240118254980968 0.0085056261028105488 0.0045395415021357612 0.0039476994581711822 0.0073191939780118702 0.0066092341455951525 0.0062888221653586325 0.0035031628406354044 0.006607542993521202 0.0048654929150853 0.0064145342757722223 0.0046893531492592866 0.0084718242768821884 0.0077228645841975439 0.005106909461600662 0.0013322288055367319 0.0027720555935355335 -0.00055064101215809771 0.0023366383414760998 0.0068742268360055762 0.0045858439311458124 0.0024307373108938932 0.004623419433256574
leaf_weight=50 23 46 34 22 55 63 54 20 76 41 63 1141 40 110 125 121 53 346 27 21 55 20 50 23 20 52 287 21 24 38
leaf_count=50 23 46 34 22 55 63 54 20 76 41 63 1141 40 110 125 121 53 346 27 21 55 20 50 23 20 52 287 21 24 38
internal_value=0 0.00373332 0.00687601 0.00528588 0.00293785 0.00696132 0.00335916 0.00386041 0.00713248 0.00628887 0.00480854 0.00707443 0.00631366 0.00714017 0.00337159 0.00629095 0.00561549 0.00645337 0.00628966 0.00720078 0.00686636 0.00677833 0.00204858 0.00144606 0.00103942 0.00316046 0.00687042 0.0067182 0.0035629 0.00401577
internal_weight=0 673 2448 228 445 2351 347 251 1874 477 97 1798 143 1655 197 144 93 436 373 1545 404 383 96 98 75 177 363 308 84 60
internal_count=3121 673 2448 228 445 2351 347 251 1874 477 97 1798 143 1655 197 144 93 436 373 1545 404 383 96 98 75 177 363 308 84 60
is_linear=0
shrinkage=0.00134758


Tree=540
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 4 12 4 2 0 2 11 4 1 0 1 4 15 457 0 0 12 0 0 43 2 39 14 4
split_gain=2332.46 304.041 249.42 178.732 141.215 99.151 92.5568 91.5512 81.0836 77.7826 51.2571 56.1839 50.8492 48.3309 44.6818 44.4139 38.698 35.4456 65.257 32.9873 32.8964 32.6379 45.7894 30.303 30.8011 27.5752 66.5717 25.7583 24.844 22.7638
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 -0.17966999999999997 0.27287000000000006 0.092550000000000007 0.40124500000000002 0.14285500000000004 -0.068189999999999987 0.10444500000000002 1.0000000180025095e-35 0.053180000000000012 0.16540500000000002 -0.23194499999999998 0.086105000000000015 -0.059649999999999988 -0.03241999999999999 0.045365000000000009 0.13134000000000004 -0.10011499999999998 0.13597000000000004 -0.13027499999999997 -0.060129999999999996 -0.081154999999999991 0.11177500000000001 0.087735000000000021 -0.45687499999999998 -0.041644999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 15 -6 9 12 29 27 11 19 23 21 28 -1 -14 20 -19 -7 -17 -9 -23 -4 -25 -2 -27 -3 -8 -5
right_child=1 6 7 8 5 10 14 13 -10 -11 -12 -13 16 -15 -16 17 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0091275877369255791 0.0031328496369707917 0.0055855569263381817 0.0060506230658394439 0.0085316702811560584 0.0079015807523292771 0.0068156049531489914 0.0039570697742974037 0.0088240488747737839 0.0043438604687807041 0.0024208983525500004 0.0034810657270914055 0.0042890789235099265 0.0093992882274161887 0.0062537829406965157 0.00031456395975527066 0.0083454327041133803 0.0073371956617209978 0.0070495443209511593 0.0043644532588664455 0.0051246785311340557 0.0062051163274626656 0.0072646381617293854 0.0052415995450198491 0.007715284809858277 0.0062828046485375729 0.0064154347716196512 0.0039544043816612294 0.0037854500427563658 0.0023360263015366543 0.0067646655726419274
leaf_weight=22 42 46 25 20 31 58 24 27 29 42 35 58 64 125 21 51 28 76 26 43 22 568 25 1214 33 30 109 27 129 71
leaf_count=22 42 46 25 20 31 58 24 27 29 42 35 58 64 125 21 51 28 76 26 43 22 568 25 1214 33 30 109 27 129 71
internal_value=0 0.00406053 0.00729067 0.0050896 0.00626397 0.00547209 0.00298873 0.0074961 0.00647414 0.00400713 0.00508387 0.00543668 0.00772137 0.00708366 0.00231565 0.00716841 0.00877169 0.00692212 0.00636511 0.00609571 0.00770041 0.00725097 0.00717935 0.0076454 0.00767738 0.00417167 0.00448556 0.00491976 0.00259031 0.00715302
internal_weight=0 590 2531 301 422 225 289 2109 120 115 194 159 1364 745 174 197 92 175 102 101 73 620 593 1272 1247 181 139 73 153 91
internal_count=3121 590 2531 301 422 225 289 2109 120 115 194 159 1364 745 174 197 92 175 102 101 73 620 593 1272 1247 181 139 73 153 91
is_linear=0
shrinkage=0.00146298


Tree=541
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 13 2 3 3 12 2 0 3 49 1 4 0 1 3 48 52 43 3 16 43 0 3 16 159 43
split_gain=101.506 24.7539 15.8786 19.0637 16.6316 14.7996 11.2429 11.0951 10.854 10.5794 9.92673 12.2133 9.62261 10.2142 9.3756 9.26007 8.19006 12.4263 8.56175 7.61311 14.1559 7.612 7.52794 7.35617 7.15429 11.5754 7.54918 7.3997 7.07275 6.8843
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 -0.078139999999999973 0.11924500000000002 0.18141000000000002 0.10855000000000002 0.30112000000000005 -0.095524999999999985 -0.42850999999999995 0.087470000000000006 -0.14454499999999995 0.076840000000000006 0.13725000000000001 0.13075500000000004 0.033845000000000007 -0.092404999999999973 0.089370000000000019 -0.045649999999999989 0.091545000000000015 0.13140000000000004 -0.50216499999999986 -0.013929999999999998 0.051380000000000002 0.07827000000000002 -0.10607499999999999 -0.10115999999999999 -0.45661999999999997 0.097885000000000014 0.060960000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 10 12 -5 -9 -4 -12 14 -14 23 16 17 -3 19 21 -21 -18 -16 -2 26 -26 -17 -28 -11 -23
right_child=7 15 3 4 -6 -7 -8 9 -10 28 11 -13 13 -15 22 24 18 -19 -20 20 -22 29 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00029238361072593815 0.001921624211663359 0.005239299804860772 0.0012473061024996361 0.0018516084137788326 0.0020641948906464855 0.0044018043706985747 -0.00023720516810738935 0.002404618820716257 0.0044200294090818888 -0.0011070671692230119 0.001755726703001767 0.0057629208960541054 0.0049241769724868668 0.0014835326986981999 0.0018045724262345996 0.001947200550989439 0.0059791719799536158 0.0021502680025491448 0.0016911571576605033 0.003918394034375338 0.00071939397855751131 0.004247220105648172 -0.000224750274457309 0.0041082844502799993 0.0065769453555566968 0.0032305040959780935 0.0048313044818058884 0.0031363090394398753 0.0015412931655395742 0.0033947359188370046
leaf_weight=26 64 179 55 26 64 37 33 34 274 43 23 21 33 20 74 54 34 21 21 86 26 1360 41 34 26 35 49 154 22 152
leaf_count=26 64 179 55 26 64 37 33 34 274 43 23 21 33 20 74 54 34 21 21 86 26 1360 41 34 26 35 49 154 22 152
internal_value=0 0.00390516 0.00319138 0.0033328 0.00382236 0.00227837 0.00168316 0.0017732 0.00419743 0.000687491 0.00232328 0.00366825 0.00217728 0.00362582 0.00181685 0.00408677 0.00418824 0.00491495 0.00410167 0.00413221 0.00317577 0.00420149 0.00108107 0.00268026 0.00348724 0.00465686 0.00320963 0.00354545 -0.000210699 0.00416152
internal_weight=0 2756 559 533 364 169 132 365 300 99 99 44 266 53 213 2197 1879 200 1679 1658 112 1546 115 98 318 61 257 203 65 1512
internal_count=3121 2756 559 533 364 169 132 365 300 99 99 44 266 53 213 2197 1879 200 1679 1658 112 1546 115 98 318 61 257 203 65 1512
is_linear=0
shrinkage=0.00379902


Tree=542
num_leaves=31
num_cat=0
split_feature=1 123 44 3 0 15 4 4 147 16 51 1 12 9 156 13 48 4 1451 402 13 13 0 4 42 12 12 15 133 1429
split_gain=82.2777 20.9512 15.4445 16.2923 12.8063 16.7033 12.6668 10.7708 10.4599 11.1533 10.0338 14.3399 9.71708 12.3619 9.16161 7.81501 7.76829 7.43709 7.15555 6.54488 7.63408 14.3654 17.6984 10.6616 8.3668 7.456 7.28611 7.35646 6.52594 6.34528
threshold=0.11846000000000002 0.083430000000000018 0.081805000000000017 0.11296500000000002 -0.065229999999999996 -0.037864999999999989 0.27287000000000006 0.042705000000000007 0.089810000000000015 -0.44310499999999992 -0.40274499999999996 0.16773500000000005 -0.092484999999999984 0.081890000000000004 0.013700000000000002 0.27266500000000005 0.091635000000000008 -0.034939999999999992 0.089825000000000002 0.089785000000000018 0.030370000000000005 0.073000000000000023 -0.074824999999999989 -0.50690499999999983 -0.079539999999999986 0.092855000000000007 0.086095000000000019 0.093575000000000019 0.12599500000000005 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 16 -3 12 9 -9 -2 17 -1 15 28 18 -5 -12 19 20 24 22 -22 -23 25 -14 -25 -28 -11 -26
right_child=10 6 -4 4 -6 -7 -8 8 -10 14 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 26 29 -27 27 -29 -30 -31
leaf_value=0.001238087399907244 0.0032481828172350024 0.0021571791106701475 0.0052210799631736537 0.0031922816012189999 0.0037082072093039507 -0.0013195531372401236 -0.00028252849158680619 0.0034028439700853176 0.00030262264660380474 0.002634143596502202 0.0024700392065183001 -0.001343014098326856 0.0033372918921029679 0.0053206686274224081 0.00022074282959959096 0.0048375194539604649 0.00079936060615352304 0.00112175951049791 0.0047398762393054007 0.0035466436091631756 0.0022435040362541545 0.00501804051651728 -0.0012151952194906761 0.0010626417950197545 0.0043084437072830415 0.0048243593189481078 0.0031904262779121019 0.0011983447368319859 0.00113542882548652 0.0029206733941884934
leaf_weight=28 24 123 29 26 23 21 25 121 20 202 47 21 167 24 20 24 27 266 24 209 52 21 20 24 33 41 131 21 33 1274
leaf_count=28 24 123 29 26 23 21 25 121 20 202 47 21 167 24 20 24 27 266 24 209 52 21 20 24 33 41 131 21 33 1274
internal_value=0 0.00288877 0.0029535 0.00292807 0.00167175 0.0010388 0.00174507 0.00297704 0.00250449 0.00262161 0.00129674 0.00115652 0.00306644 0.00309123 0.00225091 0.00306502 0.00197325 0.00132422 0.00304393 0.0030235 0.00296222 0.00247714 0.00128275 0.00291367 0.00304835 0.00363042 0.00266258 0.0029152 0.00242369 0.00295571
internal_weight=0 2763 2615 2586 97 74 148 2489 396 376 358 334 2093 2065 255 2041 53 313 2017 1993 1784 269 72 197 1515 208 176 152 235 1307
internal_count=3121 2763 2615 2586 97 74 148 2489 396 376 358 334 2093 2065 255 2041 53 313 2017 1993 1784 269 72 197 1515 208 176 152 235 1307
is_linear=0
shrinkage=0.00312461


Tree=543
num_leaves=31
num_cat=0
split_feature=1 97 2 0 9 44 4 0 15 48 15 4 14 11 1 4 2 48 48 11 41 1184 4 4 48 3 4 4 52 15
split_gain=66.645 17.9621 17.643 15.0195 9.20888 8.73899 8.69439 11.3942 10.5795 8.68108 10.2826 8.49014 8.44799 9.67361 8.31058 13.7062 7.84768 7.36109 16.109 6.9848 10.8114 6.62195 6.23424 20.1701 12.3197 7.79193 9.48465 6.08466 5.89345 9.99835
threshold=0.11846000000000002 -0.0047149999999999996 0.10252500000000002 -0.13843999999999998 0.099965000000000012 1.0000000180025095e-35 0.50500500000000004 -0.10324499999999999 -0.46471999999999997 0.088005000000000014 -0.065449999999999994 0.42642000000000008 0.076175000000000007 0.08776500000000001 0.14173500000000003 -0.047864999999999991 0.12358500000000001 -0.065739999999999979 0.078735000000000013 0.077290000000000011 0.079395000000000007 1.0000000180025095e-35 -0.35136499999999998 -0.14098499999999997 0.089830000000000007 0.090900000000000009 0.0033150000000000007 -0.085594999999999991 -0.077024999999999996 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 11 6 12 9 -8 -9 10 -2 17 13 21 15 -11 -12 -4 -19 -14 -21 22 24 -24 -3 27 -27 -25 -20 -30
right_child=4 2 3 -5 -6 -7 7 8 -10 14 16 -13 19 -15 -16 -17 -18 18 28 20 -22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=0.00051369934404624533 0.003822271252711308 0.0044828099034598537 0.0028062696695126906 0.0026979461381203308 -0.00044668081699741246 0.0052536107395063101 0.0026047538718572821 0.001182726691499713 -0.0011198680704936873 0.0040952304316709438 0.0027724987098329025 0.003558226216745826 0.0030390985848526893 0.00059670093986881063 -0.00077733829185965149 0.00071504048086410723 0.00035203552730694746 -0.0015978429073622096 0.0025291938463187819 0.0065929047696336842 0.0032122267937708419 0.0045072418451775282 -7.8047169437343503e-05 0.0035550989613278988 0.0015010929620036099 1.7074055013005246e-05 0.0032154855344971511 0.0029354069899185384 0.0023390222446080223 -0.00080453829716346402
leaf_weight=38 45 75 26 456 33 21 30 54 42 20 35 20 40 20 21 49 29 26 37 24 21 34 26 213 21 23 21 1573 23 25
leaf_count=38 45 75 26 456 33 21 30 54 42 20 35 20 40 20 21 49 29 26 37 24 21 34 26 213 21 23 21 1573 23 25
internal_value=0 0.00286306 0.00289582 0.00238191 0.0012852 0.00304499 0.00146105 0.000753773 0.000175341 0.00190888 0.00256191 0.001464 0.0030228 0.00297778 0.00111797 0.00169481 0.00167573 0.00115827 0.000772255 0.0040853 0.00501526 0.00300176 0.00297554 0.00293131 0.00383056 0.00297407 0.00154359 0.00300931 0.00149723 0.000701751
internal_weight=0 2763 2725 613 358 2112 325 126 96 199 109 157 2091 2006 90 69 64 137 111 85 45 1986 1952 1856 96 1830 44 1786 85 48
internal_count=3121 2763 2725 613 358 2112 325 126 96 199 109 157 2091 2006 90 69 64 137 111 85 45 1986 1952 1856 96 1830 44 1786 85 48
is_linear=0
shrinkage=0.00344089


Tree=544
num_leaves=31
num_cat=0
split_feature=4 2 3 149 106 10 44 4 1 147 51 11 2 151 48 48 4 151 484 160 10 376 40 0 42 2 43 15 131 151
split_gain=54.3341 22.4186 14.7637 11.9628 11.7782 10.3137 8.25385 8.3711 11.6305 16.7292 8.68887 10.585 8.11748 11.8185 7.95831 12.1872 7.77369 8.8728 6.99408 9.85736 7.2977 6.73863 7.75812 6.62866 7.11063 6.33252 5.96952 5.83245 5.32368 6.68734
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 0.085655000000000009 -0.079859999999999987 0.081805000000000017 -0.070499999999999993 0.08864000000000001 0.089365000000000014 -0.16666999999999996 0.098315000000000013 0.08647500000000001 -0.087374999999999994 0.092475000000000016 0.078735000000000013 0.022185000000000003 -0.0064299999999999991 0.096415000000000015 -0.076689999999999994 1.0000000180025095e-35 0.083890000000000006 -0.0061149999999999998 -0.089269999999999988 0.086135000000000003 0.11548000000000001 -0.0064299999999999991 -0.41942499999999994 0.023795 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 10 28 12 -1 14 21 -14 15 23 17 -15 19 26 25 22 -10 24 -12 -21 -7 -27 29 -9
right_child=3 -3 -4 -5 -6 18 -8 8 9 -11 11 -13 13 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0042337023545032191 -0.00063937452787374966 -0.00022057085047804835 0.00089666711254529565 0.002988990011805681 0.00048987189717977547 0.0014835014984388392 0.0038855782455832974 0.0028748377230015587 0.0041248915835889778 -0.00088195748399438098 0.0026914870602496427 0.00031197209235897516 -0.00019127033896684288 0.0027072868341363782 0.0010182357215355587 0.0049986289761210752 0.0031318536243979582 4.587447424020749e-05 -0.00054051402350499653 0.0019880523002732244 -0.00039350771059149051 0.00047302235129432932 0.0022013099239713164 0.0025190037747505082 0.0044530820579552948 0.0017033045065531624 0.0036904776598942397 0.00024407015430685897 0.0031210971250137764 0.0022235005302321488
leaf_weight=31 39 33 65 28 31 26 37 194 22 21 56 20 37 21 30 21 32 29 24 62 34 20 278 925 37 41 22 76 99 730
leaf_count=31 39 33 65 28 31 26 37 194 22 21 56 20 37 21 30 21 32 29 24 62 34 20 278 925 37 41 22 76 99 730
internal_value=0 0.00233419 0.002365 0.00103355 0.00240073 0.000864563 0.00242317 0.00240238 0.00224871 0.00183691 0.00260586 0.00255953 0.00196697 0.00127164 0.00260158 0.00264729 0.00193174 0.00116367 0.00107036 0.00121849 0.000930821 0.00222554 0.00234237 0.00259879 0.00339234 0.00118237 0.00249503 0.000755426 0.00243388 0.00236025
internal_weight=0 2769 2736 352 2671 324 2640 2603 1483 460 1120 1089 439 119 1069 1039 82 50 285 261 213 320 300 1018 93 179 48 117 1023 924
internal_count=3121 2769 2736 352 2671 324 2640 2603 1483 460 1120 1089 439 119 1069 1039 82 50 285 261 213 320 300 1018 93 179 48 117 1023 924
is_linear=0
shrinkage=0.00311821


Tree=545
num_leaves=31
num_cat=0
split_feature=4 2 123 149 10 106 14 3 4 0 3 0 1 52 52 4 52 42 4 16 42 133 484 160 10 11 15 2 393 159
split_gain=44.0106 18.1591 12.5232 9.68987 8.35408 8.17227 8.28951 8.6131 7.03455 8.92465 9.82292 6.84678 6.48739 22.0105 7.91846 7.61081 14.8263 12.3242 7.14686 17.3056 5.9885 7.03385 5.6652 7.98446 5.91114 5.30572 6.2497 6.41686 5.21344 5.47625
threshold=0.27287000000000006 0.17025000000000004 0.11135500000000001 0.07770500000000001 -0.079859999999999987 0.085655000000000009 -0.24175999999999997 0.20828500000000003 -0.082249999999999976 -0.019414999999999998 0.11296500000000002 -0.085754999999999984 0.081670000000000006 0.11277500000000001 1.0000000180025095e-35 -0.16363499999999997 -0.04127999999999999 -0.021469999999999996 -0.14098499999999997 0.10246000000000001 0.11649000000000002 0.15630500000000003 0.096415000000000015 -0.076689999999999994 1.0000000180025095e-35 0.08765000000000002 -0.21699999999999997 0.11548000000000001 0.10585500000000002 -0.0060149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 8 11 10 20 -8 13 14 18 16 -14 -17 19 -13 28 -22 23 -6 25 26 -25 -28 29 -10
right_child=3 -3 -4 -5 22 -7 7 -9 9 -11 -12 12 15 -15 -16 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0047705122953888932 -0.00067413181943014311 -0.00023256145795719013 -0.0002514508650711425 0.0031514753352688556 0.0026306653962351479 0.0006509484029821491 0.0034885181902650237 0.0010015078070686858 0.0029492373849132796 0.00048835816790163502 0.00023473897250441653 -0.0012220166763802758 0.0030691705459058162 -0.0012948751036555178 0.0030179188408700286 0.0031497117720915833 0.0061053148641346143 -0.00028514947356391123 0.0027617850495466373 0.0029535415053378142 0.00057496730557594737 0.002347116380301848 -0.0005698970802286746 0.00027771809845265227 -0.00041489925868535887 0.0029267490555323285 0.002789809518496359 0.00070740595262458895 0.0042097901980533555 0.002426600930056793
leaf_weight=22 39 33 22 28 48 31 174 49 333 31 26 27 123 21 190 46 26 20 49 26 45 89 24 78 34 22 39 40 25 1361
leaf_count=22 39 33 22 28 48 31 174 49 333 31 26 27 123 21 190 46 26 20 49 26 45 89 24 78 34 22 39 40 25 1361
internal_value=0 0.00246108 0.00249357 0.00108974 0.000911562 0.00251582 0.00253736 0.0025189 0.00254737 0.00243244 0.00246451 0.00286007 0.00265297 0.00231737 0.00257716 0.00314153 0.00359897 0.00210884 0.00175613 0.00082637 0.0024958 0.00175199 0.00112855 0.00128473 0.000981421 0.00124664 0.00101122 0.00173543 0.00255378 0.00252934
internal_weight=0 2769 2736 352 324 2714 2683 2661 2612 1910 1879 702 528 313 292 215 149 66 102 53 1853 134 285 261 213 179 157 79 1719 1694
internal_count=3121 2769 2736 352 324 2714 2683 2661 2612 1910 1879 702 528 313 292 215 149 66 102 53 1853 134 285 261 213 179 157 79 1719 1694
is_linear=0
shrinkage=0.00365302


Tree=546
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 124 2 34 15 3 1 4 475 48 12 1 0 15 457 151 16 13 47 12 31
split_gain=2432.55 407.789 250.243 220.836 148.004 116.915 75.0559 72.4372 70.0203 66.0997 56.3371 44.749 48.4993 39.4787 53.1873 57.2288 37.2456 27.7807 25.3516 25.3466 25.2085 27.7599 25.0144 24.7604 23.9943 23.2095 23.1275 21.5212 19.604 19.2803
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.14285500000000004 -0.080389999999999989 0.14753000000000002 -1.0000000180025095e-35 0.024640000000000006 -0.12018999999999998 0.080270000000000022 0.27834500000000006 -0.066784999999999983 0.082620000000000013 0.090545000000000014 0.088770000000000016 -0.23001499999999997 0.087685000000000013 0.045365000000000009 -0.088784999999999989 -0.008904999999999998 -1.0000000180025095e-35 0.090100000000000013 0.10061500000000002 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 11 13 28 17 23 12 29 14 15 -1 -14 -7 -19 -20 -16 -22 25 -5 -3 -15 -18 -26 -6 -4
right_child=1 2 6 10 8 9 -8 -9 -10 -11 -12 -13 16 22 20 -17 26 18 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0059388898320601735 0.0060337785367625676 0.0040144487730123246 0.0020029092033460949 0.0027602887884189838 0.0060818237943893877 0.006404233894487292 0.0037530066157380553 0.007363868953729113 0.0031322946290623203 0.0039287002195467517 0.005583311366809042 0.0011383588798781756 0.0038080092843588457 0.0064720867274393537 0.006126905106958176 0.0035046975728345127 0.0017635758364502271 0.0056505559517170236 0.0037825757556004674 0.0053589181210265393 0.0042771657041284746 0.0057819060001519209 0.0061363228157549302 0.0042736172963273051 0.0028086429669266976 0.0077617962094585734 0.0032610360149414918 0.0041429074481337379 0.004858282040683848 0.00037468784185049536
leaf_weight=32 76 40 22 35 41 60 37 76 26 39 28 87 33 348 640 28 52 296 24 46 22 137 564 32 170 23 23 21 40 23
leaf_count=32 76 40 22 35 41 60 37 76 26 39 28 87 33 348 640 28 52 296 24 46 22 137 564 32 170 23 23 21 40 23
internal_value=0 0.00331649 0.0029807 0.00596049 0.00369874 0.0060361 0.00210453 0.00617485 0.00490772 0.00547813 0.00410209 0.00185039 0.00225527 0.00612447 0.00593203 0.00480293 0.00270717 0.00561998 0.00549141 0.00481846 0.00601682 0.0055737 0.00630128 0.00348307 0.00313874 0.00655204 0.0022228 0.00295534 0.00547761 0.00117071
internal_weight=0 691 615 2430 338 2335 277 1870 107 465 95 240 153 1794 859 60 108 426 366 70 799 159 935 67 231 371 75 191 81 45
internal_count=3121 691 615 2430 338 2335 277 1870 107 465 95 240 153 1794 859 60 108 426 366 70 799 159 935 67 231 371 75 191 81 45
is_linear=0
shrinkage=0.00124344


Tree=547
num_leaves=31
num_cat=0
split_feature=4 2 3 30 149 49 1 1375 33 2 1 151 49 0 0 1 150 133 41 12 130 13 15 13 52 43 0 131 52 4
split_gain=44.4114 16.8446 11.853 9.25312 8.12502 8.39868 8.02437 7.77694 8.04729 8.34683 10.1038 7.03868 6.41847 8.56998 11.9829 7.68302 8.81049 6.45078 6.44886 6.62259 8.83451 11.3399 6.98701 6.27464 6.85021 6.10899 5.65441 9.56568 5.57096 5.36679
threshold=0.27287000000000006 0.17025000000000004 0.30112000000000005 0.088065000000000018 0.07770500000000001 -0.046019999999999998 0.12082500000000002 -0.27302499999999996 0.082285000000000011 -0.0091949999999999983 0.094090000000000021 -0.081864999999999979 0.11560500000000001 -0.14832499999999996 -0.13455999999999999 0.102705 0.085825000000000012 0.11667000000000001 0.083975000000000008 0.086305000000000007 -0.050984999999999996 0.24813000000000004 0.13592500000000005 -0.086919999999999983 -0.081429999999999989 -0.10603999999999998 0.024095000000000002 0.096070000000000016 -0.10925999999999998 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 11 -7 -1 9 10 -9 -2 13 15 23 16 29 28 19 20 -16 25 -21 -15 -25 -22 27 -8 -14 -11
right_child=4 -3 -4 -5 -6 6 26 8 -10 12 -12 -13 17 14 18 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00051139150097468744 0.00067871308265598737 -9.5098274538661475e-05 0.00063576436192935284 0.00013351367434404169 0.0022629844340152569 0.0014259412500652266 0.00039449464631605288 0.0024280041567570905 0.0037093699188307416 0.0023648887567442661 -5.7302585119643324e-05 -0.0016490610287763676 0.0022804136875619798 0.002073616258664512 0.003865981393278037 0.0041885501408001503 0.00073258959995184706 0.00016166458926065698 0.00087699213658600558 0.0019436505610872378 0.0033819595786835268 0.00027192160207365244 0.00073826904410506135 -0.00075453036180775932 0.0012655285222874539 0.0021876135581939643 -0.00063343922885731425 0.0023913794089439324 0.0011421025104661206 0.0037960003395070469
leaf_weight=29 20 33 56 22 28 118 115 20 20 90 34 20 62 23 25 21 21 26 39 1435 35 23 38 24 28 568 29 22 71 26
leaf_count=29 20 33 56 22 28 118 115 20 20 90 34 20 62 23 25 21 21 26 39 1435 35 23 38 24 28 568 29 22 71 26
internal_value=0 0.00187535 0.00189912 0.00192551 0.000829049 0.000705128 0.000872777 0.00194035 0.00195611 0.00194267 0.000863181 -0.000485174 0.00196548 0.00200131 0.00195722 0.00262582 0.00238628 0.00142565 0.00199502 0.00201555 0.0022486 0.00218401 0.00191255 0.000866923 0.000333194 0.00225694 0.000479563 0.000715162 0.00167274 0.00268566
internal_weight=0 2769 2736 2680 352 324 284 2658 2629 2609 54 40 2555 2396 2238 158 137 159 2163 2124 651 626 1473 75 52 603 166 137 133 116
internal_count=3121 2769 2736 2680 352 324 284 2658 2629 2609 54 40 2555 2396 2238 158 137 159 2163 2124 651 626 1473 75 52 603 166 137 133 116
is_linear=0
shrinkage=0.00277457


Tree=548
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 4 2 2 2 0 1 15 150 12 43 47 0 4 1 0 3 4 50 15 1 131 2
split_gain=2468.91 396.064 248.195 199.13 138.788 119.71 91.3631 83.8211 71.1506 69.9425 65.2494 58.9069 53.6901 58.4595 38.6899 34.7216 33.5538 33.4711 31.0842 27.6563 26.7365 26.2894 29.7966 23.5043 23.1096 22.9966 22.6049 20.8589 20.1931 19.5263
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 -0.080389999999999989 0.088105000000000003 0.098630000000000009 -0.0060199999999999993 0.062655000000000016 0.42051500000000003 0.14285500000000004 0.14445500000000003 0.11474000000000002 -0.10474999999999998 0.085345000000000018 -0.41396999999999995 1.0000000180025095e-35 0.090455000000000021 -0.080324999999999994 0.090100000000000013 -0.15202999999999997 -0.52556499999999995 0.076935000000000017 -0.030209999999999997 -0.13927999999999999 0.015030000000000002 0.086295000000000011 -0.03241999999999999 0.11588000000000001 0.091440000000000007 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 6 18 7 -1 12 9 -4 15 27 13 19 -10 21 20 -8 -3 -5 -14 22 24 -22 -7 -11 -21 -6 -2 -15
right_child=1 2 8 5 11 10 17 -9 14 25 -12 -13 16 29 -16 -17 -18 -19 -20 26 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057756505539207316 0.0063666185091337951 0.002639280042264235 0.0032685869428973587 0.0073016301017576083 0.0059432530304479366 0.0059461342811154673 0.0037325275977865952 0.0075185216128526812 0.0014377367435706055 0.00061812621634608524 0.0036956980153343578 0.002960185899917615 0.0078340205460851898 0.0052680889236007902 -0.00021717369934893049 0.0041844818762817619 0.0058862886249358261 0.0016249562699086281 0.0040939312987341081 0.0062754403581030769 0.0049174361161649508 0.0062779167006753022 0.0042036644935425837 0.0062929310322126552 0.0051754963719519605 0.0023997205436971413 0.0046462751191805483 0.0045150896276305984 0.0047834303951789937 0.0037443038281342201
leaf_weight=35 54 188 76 23 44 154 43 77 114 35 38 25 20 25 33 32 558 20 31 36 23 91 31 1046 130 21 27 32 20 39
leaf_count=35 54 188 76 23 44 154 43 77 114 35 38 25 20 25 33 32 558 20 31 36 23 91 31 1046 130 21 27 32 20 39
internal_value=0 0.00300108 0.00263817 0.00591189 0.00344715 0.00599028 0.0040321 0.00614338 0.00171031 0.00242758 0.00538753 0.00475238 0.00608446 0.00531355 0.00106623 0.00553431 0.00615467 0.00306346 0.00284519 0.0060384 0.00629218 0.0056407 0.00545661 0.00626334 0.00559338 0.00128622 0.00557723 0.00534192 0.00593873 0.00433953
internal_weight=0 673 599 2448 320 2350 98 1874 279 132 476 101 1797 150 147 438 1647 63 219 86 1089 406 315 1069 284 56 63 76 74 64
internal_count=3121 673 599 2448 320 2350 98 1874 279 132 476 101 1797 150 147 438 1647 63 219 86 1089 406 315 1069 284 56 63 76 74 64
is_linear=0
shrinkage=0.00134594


Tree=549
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 1 2 1 16 1 475 150 2 159 4 2 1429 148 150 2 4 49 16 14 15
split_gain=2522.66 408.968 214.892 180.222 144.62 130.093 92.8105 75.4076 71.8599 68.3355 49.9951 67.084 46.9358 43.5608 37.0327 34.4972 38.5502 30.5364 30.3142 30.2141 28.1929 33.6551 23.8128 22.6144 33.2895 19.0541 18.7163 17.7161 24.0301 17.0192
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.089770000000000016 0.090425000000000019 0.16540500000000002 -0.061854999999999993 0.122715 -0.066784999999999983 1.0000000180025095e-35 -0.0091949999999999983 0.082585000000000006 -0.55119499999999988 0.087675000000000017 0.084770000000000012 -0.066239999999999979 1.0000000180025095e-35 0.11263500000000001 -0.036839999999999991 -0.054984999999999992 -0.5315899999999999 -0.41076499999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 18 7 12 10 -4 15 19 17 22 -8 25 -7 -17 -12 23 -1 21 -21 -6 24 -3 -2 -25 -5 -29 -24
right_child=1 4 8 27 6 9 13 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 29 26 -26 -27 -28 28 -30 -31
leaf_value=0.007240354312584827 0.0059964419779058066 0.0047416260829793166 0.0053344458842843768 0.0040364169204551706 0.00071156188011568323 0.0060986717625117048 0.002489145507213293 0.0069579601663666028 0.0033028173143410952 0.0037718017919976042 0.0043053994783400149 0.0035527785930231765 6.0156881260360365e-05 0.0042783059841800261 0.0040496190938753666 0.005298576948840417 0.0039016219421825851 0.0056576258939791202 0.0025357892801309949 0.0060669279553981943 0.0057080659673867263 0.0048310680188412133 0.0018769569335040067 0.0036385696864694259 0.0031002004915173195 0.0050716872328839925 0.0022863205651229407 0.0037129847738593493 0.0022875174117957297 0.0029599264054329978
leaf_weight=21 50 42 34 20 20 63 45 76 63 39 23 23 20 28 29 348 27 268 38 771 663 29 149 37 25 65 20 24 40 21
leaf_count=21 50 42 34 20 20 63 45 76 63 39 23 23 20 28 29 348 27 268 38 771 663 29 149 37 25 65 20 24 40 21
internal_value=0 0.00319568 0.00565768 0.0044222 0.00256726 0.00572546 0.0020815 0.00585912 0.00401493 0.00520035 0.00581267 0.0054044 0.00170124 0.0031754 0.00518695 0.00532755 0.005198 0.00555075 0.00341584 0.00589905 0.0058798 0.00602213 0.00187398 0.00368554 0.00412915 0.00547375 0.0031641 0.0031112 0.00282207 0.00201074
internal_weight=0 673 2448 228 445 2351 283 1874 97 477 1798 314 210 73 144 438 375 291 162 1484 1463 800 190 124 67 115 57 84 64 170
internal_count=3121 673 2448 228 445 2351 283 1874 97 477 1798 314 210 73 144 438 375 291 162 1484 1463 800 190 124 67 115 57 84 64 170
is_linear=0
shrinkage=0.00112622


Tree=550
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 4 9 34 2 2 31 131 2 4 123 49 15 43 12 123 16 128 2 4 149 16 1444 474
split_gain=55.1116 15.9379 13.9592 12.2167 10.7096 10.259 11.1681 10.1555 8.67789 7.55105 11.2273 9.64873 8.89949 8.27111 11.2922 7.41457 6.81425 6.34798 5.73895 5.71205 7.55319 7.01097 5.6736 6.86094 6.23188 6.13184 7.09812 6.84794 6.63083 7.48745
threshold=0.11846000000000002 0.051320000000000005 0.092395000000000019 -0.22860499999999997 0.078320000000000015 -0.078139999999999973 0.11924500000000002 1.0000000180025095e-35 0.081890000000000004 -0.038779999999999995 0.11870500000000002 -0.18970999999999996 -0.081409999999999996 0.096070000000000016 0.31358000000000003 0.40124500000000002 0.084180000000000019 -0.026779999999999995 -1.0000000180025095e-35 -0.085594999999999991 -0.086254999999999984 0.084475000000000008 -0.083539999999999989 0.11170500000000001 0.084855000000000014 0.0033150000000000007 0.078320000000000015 0.41553500000000004 -0.082174999999999984 0.085500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 18 19 15 12 11 -11 -2 14 -12 22 -9 -8 -7 20 -5 -21 24 25 -3 26 28 -27 -24 -30
right_child=9 8 -4 4 -6 6 17 16 -10 10 13 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00015005321933842794 0.0012532634344518598 0.0036525948422711026 -0.00056288798247027016 0.0013800367568661226 0.0047152542331112034 0.0026171125613256439 0.0027655567359659156 0.0015407582608945921 0.0049520747029667784 0.00036953266527906139 0.0010333629307203995 0.0030708622490619539 -0.0020573078505358913 0.0029971083532475918 -0.0016630611485045678 0.00098984617564046198 -0.0014684372871291314 0.00031446634497083619 0.0037355391482605479 -0.00026716824064214198 0.0042792697668318919 0.002491318662229423 0.0011185417263901321 0.0011616368119280491 0.0029137325039844128 0.0014732820978044982 0.0050198115024765828 0.0030450686917736325 0.0028107003536495217 0.0036712178840484356
leaf_weight=26 26 265 24 22 28 180 24 20 29 24 160 79 20 24 25 28 22 38 99 23 29 29 29 35 397 91 22 67 1074 162
leaf_count=26 26 265 24 22 28 180 24 20 29 24 160 79 20 24 25 28 22 38 99 23 29 29 29 35 397 91 22 67 1074 162
internal_value=0 0.00278103 0.00222147 0.00234522 0.00247144 0.00234217 0.00269566 0.00151085 0.00292454 0.00122513 0.0014332 0.00244143 -0.000186115 0.000936326 0.000668981 0.00289744 -3.5487e-05 0.00126328 0.00301397 0.00214139 0.00302862 0.00127122 0.00292238 0.00279395 0.0032095 0.00283349 0.00291865 0.0021398 0.00288211 0.00292349
internal_weight=0 2763 564 540 514 486 341 145 2199 358 312 103 46 209 185 2170 42 62 279 103 51 52 2142 1480 662 1445 1287 158 1265 1236
internal_count=3121 2763 564 540 514 486 341 145 2199 358 312 103 46 209 185 2170 42 62 279 103 51 52 2142 1480 662 1445 1287 158 1265 1236
is_linear=0
shrinkage=0.00373115


Tree=551
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 4 2 1 16 2 15 1 1429 52 159 150 2 3 0 4 1 4 0 49 15 3 160
split_gain=2693.95 444.214 258.955 211.295 130.847 119.268 86.2008 82.8055 80.8391 68.5187 66.967 59.519 54.9061 37.8293 34.2779 63.8838 28.0585 23.3692 42.9259 34.403 25.5562 21.2347 26.2882 37.0095 20.6205 20.3096 20.1221 19.7191 19.6687 19.0515
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.085505000000000012 0.27834500000000006 0.062655000000000016 0.27834500000000006 0.091265000000000013 0.092845000000000025 -0.034884999999999992 0.14960000000000004 1.0000000180025095e-35 0.080270000000000022 0.084690000000000015 0.31359500000000001 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -0.0069549999999999994 0.18019500000000002 -0.013125 0.086920000000000011 -0.03898999999999999 -0.026509999999999995 -0.052259999999999994 -0.41942499999999994 -0.016324999999999996 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 6 12 7 9 24 14 -5 -7 13 28 16 -16 -1 18 19 20 -2 22 -11 -24 -4 -6 -20 -14 -3 -30
right_child=1 5 8 10 25 11 -8 -9 -10 21 -12 -13 27 -15 15 -17 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0065994856873533491 0.0038849478464995286 0.0025809202071999794 0.0065030394758473827 0.0056534627361023134 0.0050856442866626895 0.0026852421639171715 0.0038313130462646829 0.0075160310744207589 0.0037905558901543623 0.0062044674274763269 0.003512528275670143 0.0049091084958826619 0.0016603287835501718 0.0035421022329783784 0.0062514139340583297 0.0040857558220414513 0.0053961714129174216 0.0027900483000358805 0.0034709755000212634 0.003308407440138262 0.0056861014143641348 0.0046868330134595577 0.0058468498779676815 0.0042733530571648498 0.0054868574800133957 0.0034623440056484171 0.0021737274952728564 0.00031946425178972285 0.0024067958024683754 0.0010859144973545663
leaf_weight=894 21 41 52 37 22 49 22 84 36 390 58 30 28 26 493 22 31 69 51 34 29 20 306 25 76 26 29 43 25 52
leaf_count=894 21 41 52 37 22 49 22 84 36 390 58 30 28 26 493 22 31 69 51 34 29 20 306 25 76 26 29 43 25 52
internal_value=0 0.00338174 0.00423969 0.00616418 0.00623813 0.00222322 0.00628078 0.00630457 0.0054367 0.00625791 0.00434637 0.00352975 0.00174314 0.00218437 0.00641601 0.0061589 0.00655916 0.00339716 0.00365259 0.00427341 0.00492962 0.00595067 0.00598573 0.00572801 0.00589968 0.00420636 0.00300072 0.000848256 0.00188521 0.00151477
internal_weight=0 691 397 2430 2335 294 2287 2265 164 2181 95 79 215 144 1440 515 925 233 164 84 50 741 721 331 128 48 80 71 118 77
internal_count=3121 691 397 2430 2335 294 2287 2265 164 2181 95 79 215 144 1440 515 925 233 164 84 50 741 721 331 128 48 80 71 118 77
is_linear=0
shrinkage=0.00124344


Tree=552
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 2 1 2 2 15 1 47 0 12 4 4 1 0 12 150 52 4 1429 133 15 50
split_gain=2042.1 340.488 213.481 169.457 115.591 100.37 77.3667 74.3088 69.8806 62.1344 55.3178 54.4398 48.4404 36.5912 27.6977 25.8351 29.9389 23.3908 22.7222 21.2405 31.918 27.6554 21.108 20.7944 19.3979 20.3236 27.4889 43.7377 19.2594 18.8631
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.42051500000000003 0.062655000000000016 0.14285500000000004 0.092845000000000025 0.11474000000000002 0.091265000000000013 -0.41396999999999995 0.087135000000000004 0.090100000000000013 -0.23091999999999999 0.08401500000000002 -0.0019149999999999998 -0.013125 0.086920000000000011 0.18019500000000002 0.10061500000000002 0.11648500000000002 0.40674500000000008 -0.27825499999999997 0.084770000000000012 0.084655000000000022 0.090455000000000021 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 8 9 12 -4 -5 22 14 -9 24 16 -3 18 -16 21 -21 -14 -6 -18 25 -1 -27 -28 -10 -11
right_child=1 2 7 10 11 -7 -8 13 28 29 -12 -13 19 -15 17 -17 23 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0078863443392421049 0.0065253190722993244 0.0047268566709871094 0.0040573136070538472 0.0059616014565920207 0.0066056551685916565 0.0043593421594213767 0.0040143117972411546 0.0021622883063678921 0.0084456208236994082 0.0014822967659169854 0.0037694020327519165 0.0035694886673783739 0.0065547261219913973 0.00048553458870908688 0.0043682437065202459 0.0047402167850058973 0.0033419727174366361 0.0065315783661315761 0.0061824290927434498 0.0061201108900868573 0.0044748367672423706 0.0048658090581154261 0.0051752975851984545 0.0018218866319056372 0.0056706716858644281 0.0068750666595328198 0.0042045468275191122 0.0067417733943525146 0.0070944462891549707 0.0031877472112271225
leaf_weight=36 76 28 76 37 41 41 23 113 47 35 58 26 391 33 20 32 151 346 42 311 25 20 40 20 28 908 20 40 37 20
leaf_count=36 76 28 76 37 41 41 23 113 47 35 58 26 391 33 20 32 151 346 42 311 25 20 40 20 28 908 20 40 37 20
internal_value=0 0.00372799 0.0033823 0.00645725 0.00412948 0.00653186 0.00657069 0.00247059 0.00659658 0.00323657 0.00462321 0.00533318 0.00654842 0.0017833 0.00669859 0.00357192 0.00338406 0.00638959 0.00559721 0.00625896 0.00599769 0.00647254 0.00589931 0.00316418 0.00682075 0.00685282 0.00681438 0.00589603 0.00785046 0.00210246
internal_weight=0 691 615 2430 338 2335 2294 277 2271 131 95 107 2187 146 1440 231 199 408 62 747 336 411 81 171 1032 1004 968 60 84 55
internal_count=3121 691 615 2430 338 2335 2294 277 2271 131 95 107 2187 146 1440 231 199 408 62 747 336 411 81 171 1032 1004 968 60 84 55
is_linear=0
shrinkage=0.00140088


Tree=553
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 4 4 0 15 150 1 0 4 47 4 3 47 4 3 15 10 0 12
split_gain=3590.31 588.999 360.339 306.368 217.593 200.166 109.715 102.636 98.3643 91.639 79.5197 78.8971 72.0367 59.4529 51.787 54.4351 46.4852 43.5264 37.4808 46.3972 32.7125 30.2721 29.8326 29.2921 26.239 23.4129 20.4347 26.0352 20.3372 25.5043
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14753000000000002 0.09253500000000002 0.14753000000000002 0.11474000000000002 0.033845000000000007 0.27834500000000006 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.083345000000000016 -0.079119999999999982 -0.55119499999999988 0.093140000000000014 0.053180000000000012 -0.12711499999999995 0.090100000000000013 -0.0070899999999999991 -0.010424999999999999 -0.41942499999999994 -0.38124499999999995 0.14486500000000005 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 10 16 -5 13 24 14 -4 15 -1 21 -14 -16 -20 -19 28 -21 -3 -6 -15 -12 -28 29 -7
right_child=1 2 7 9 11 8 -8 -9 -10 -11 26 -13 17 25 18 -17 -18 20 19 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0067939203441809703 0.0060047762437648016 0.0023662399386335832 0.002855050611000181 0.0054290972649720885 0.0064738892112724431 0.0063608750783534038 0.0076040213047750271 0.0033117726609488223 0.0031539393360805208 0.0029457235232322916 0.00089266442109040283 0.0028557200095693605 0.0057852532449191732 0.0018610187628559014 0.0063701916823472055 0.0045481256972752081 0.003895013915542778 0.0032018652996490013 0.0076320612302868034 0.0047764010292968562 0.0052146251594382661 0.0050239647279074519 0.005954185970671183 0.0036269808235258583 0.0048760194616094526 0.00070694209304739478 0.0005862352278372411 -0.0010982091520680406 0.0046510107898556649 0.0055576795603262345
leaf_weight=23 74 190 40 34 21 97 79 34 30 63 32 26 108 41 1173 53 27 20 23 35 30 114 368 32 56 72 25 30 22 149
leaf_count=23 74 190 40 34 21 97 79 34 30 63 32 26 108 41 1173 53 27 20 23 35 30 114 368 32 56 72 25 30 22 149
internal_value=0 0.00276009 0.00235924 0.00593934 0.0032274 0.00602694 0.00619738 0.00132948 0.00528459 0.00381618 0.00104866 0.00469182 0.00613676 0.0015778 0.00621098 0.00522777 0.00544088 0.0053499 0.00625772 0.00594801 0.00440952 0.00555014 0.0058519 0.00254797 0.0053118 0.00112568 0.000118102 -0.000332553 0.00577396 0.00587439
internal_weight=0 673 599 2448 325 2351 1912 274 439 97 240 103 1833 153 1675 76 409 158 1599 426 50 382 403 222 77 113 87 55 268 246
internal_count=3121 673 599 2448 325 2351 1912 274 439 97 240 103 1833 153 1675 76 409 158 1599 426 50 382 403 222 77 113 87 55 268 246
is_linear=0
shrinkage=0.00121906


Tree=554
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 14 2 4 11 1 4 1 47 43 4 16 43 3 1 3 131 3 160 2
split_gain=2806.08 446.085 286.445 222.365 167.31 140.063 97.6546 86.2155 76.4769 73.4752 62.738 60.8673 54.6169 47.9854 36.3912 42.6324 65.212 32.3478 26.8159 22.9814 22.3188 24.5522 21.2555 25.8441 20.2681 19.4217 18.6353 18.2352 17.9536 17.0681
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.11474000000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.091450000000000017 0.090100000000000013 -0.14792499999999997 0.018150000000000003 -0.12029499999999999 -1.0000000180025095e-35 -0.098469999999999988 0.11829500000000003 -0.010424999999999999 0.090175000000000019 1.0000000180025095e-35 -0.067824999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 6 8 12 11 -5 24 17 13 -4 15 20 -17 -1 27 -16 22 -22 -10 -24 -6 -15 -2 -3 -27 -19
right_child=1 2 7 9 10 -7 -8 -9 14 -11 -12 -13 -14 25 19 16 -18 29 -20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.005769371718324293 0.005972515230688577 0.0019874082433285075 0.0027397186249317742 0.0050719106005631077 0.0052648861188719443 0.0033128459338951687 0.0031920586086849421 0.0031447920073491881 0.0056111263660025357 0.0028918323194731701 0.0027544468340302266 0.0069295438664780055 0.00042872956504366987 0.0018731247079515939 0.0049660129779860122 0.0056139811175900155 0.0031509679237142476 0.0042082672554547545 0.0035287754676436318 0.0064126099522948468 0.0054062840438203353 0.0046144161333830135 0.00382307186554388 0.0052616552380194354 0.0038665070887911159 0.0018049447119330756 0.0047015596940223189 0.0027282927731454632 0.00047249589249964615 0.005369011402086803
leaf_weight=1127 45 98 40 34 57 41 25 37 334 63 26 59 87 41 21 28 34 20 32 62 104 121 20 165 20 20 26 92 52 190
leaf_count=1127 45 98 40 34 57 41 25 37 334 63 26 59 87 41 21 28 34 20 32 62 104 121 20 165 20 20 26 92 52 190
internal_value=0 0.00267377 0.00233961 0.00542933 0.00310072 0.0055025 0.00554136 0.00144661 0.00556707 0.00365598 0.00435965 0.00574155 0.00118481 0.00161474 0.00529307 0.00521548 0.0042633 0.00568912 0.00251662 0.0060466 0.00529482 0.00498044 0.00543112 0.00510613 0.00490167 0.00121652 0.00550709 0.00234615 0.000842621 0.00525846
internal_weight=0 673 602 2448 325 2351 2310 277 2285 97 103 1396 240 153 889 806 62 1337 222 83 744 225 519 185 77 113 71 190 72 210
internal_count=3121 673 602 2448 325 2351 2310 277 2285 97 103 1396 240 153 889 806 62 1337 222 83 744 225 519 185 77 113 71 190 72 210
is_linear=0
shrinkage=0.00119516


Tree=555
num_leaves=31
num_cat=0
split_feature=1 155 3 148 124 51 0 132 133 0 149 2 2 52 0 3 43 10 11 16 3 3 52 42 475 43 1 133 4 16
split_gain=95.0339 23.3007 16.259 12.2879 12.6814 11.2413 12.9371 11.5611 12.5263 10.6453 8.14827 8.8392 12.7351 11.5553 8.64181 8.50418 8.24597 7.91941 7.99292 10.0223 13.6726 8.40077 11.5093 11.4276 8.39329 7.90219 7.85509 7.8177 7.47307 7.28932
threshold=0.10124500000000002 0.084785000000000013 0.31299000000000005 -0.10069499999999999 0.0049200000000000008 0.10681500000000001 -0.062764999999999974 -1.0000000180025095e-35 0.089200000000000015 0.18019500000000002 0.077335000000000015 0.11682500000000001 -0.0091949999999999983 -0.037344999999999996 -0.099059999999999995 -0.049509999999999992 -0.074359999999999996 -0.0026549999999999994 1.0000000180025095e-35 0.013515000000000001 -0.10831999999999999 -0.14989499999999997 -1.0000000180025095e-35 0.087745000000000004 -0.086169999999999983 -0.00045499999999999995 0.10781 0.093255000000000018 -0.49013999999999996 -0.4179199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 7 -7 -5 10 17 11 12 -9 -13 16 -16 -14 -1 19 25 -21 22 -20 -24 -22 -19 -18 -10 -26 -15
right_child=1 -3 -4 4 -6 6 -8 8 27 -11 -12 13 14 29 15 -17 26 18 21 20 24 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.001857020993969997 -0.00070820671069696565 0.0038343438254646272 0.0005972792566991418 -0.00043744541999615516 0.00017014180451540442 0.0047354872519435849 0.0012520115110203932 0.0013931482730037581 -0.001025531427609838 0.0013160008995580115 0.0044930436922959562 0.0030906433102111533 0.0011762433862900633 0.0013639192487411224 0.0034778553736702186 0.0062441099076232104 0.0019985235474952187 0.0038396360461956935 0.0053149880958834727 0.00018640665390570312 0.0046750517030915203 0.0065702325975853012 0.0011645471417215045 0.0048343111453949799 0.004362768351349037 0.0032999920789640561 0.0047342430534231209 0.0017667915801801062 0.0028174114159199575 -0.0012754768634100884
leaf_weight=35 20 89 115 22 38 49 20 65 22 28 26 38 36 46 57 20 27 1224 48 21 46 22 26 20 48 513 29 34 317 20
leaf_count=35 20 89 115 22 38 49 20 65 22 28 26 38 36 46 57 20 27 1224 48 21 46 22 26 20 48 513 29 34 317 20
internal_value=0 0.00207759 0.00184901 0.00210199 0.00220437 0.00235564 0.00372578 0.00214175 0.00227685 0.00355306 0.00252408 0.00237263 0.00276612 0.00148726 0.00329419 0.00419636 0.00253911 0.00358006 0.00360645 0.00355653 0.00305903 0.00453991 0.00406472 0.0027601 0.0032058 0.00368026 0.00341524 0.000669808 0.00302064 0.000564102
internal_weight=0 773 684 569 549 511 69 442 420 2348 364 338 234 104 169 77 92 2320 2285 2169 432 116 94 46 411 1737 56 56 365 66
internal_count=3121 773 684 569 549 511 69 442 420 2348 364 338 234 104 169 77 92 2320 2285 2169 432 116 94 46 411 1737 56 56 365 66
is_linear=0
shrinkage=0.00364992


Tree=556
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 10 402 2 13 124 11 123 156 147 16 0 158 401 3 160 4 480 42 151 13 132 12 1 484 4
split_gain=77.0504 18.4001 13.3603 15.3982 10.8297 8.54133 7.99199 7.90289 8.19541 8.7718 7.78432 6.43782 7.69761 9.28612 10.1122 7.2646 6.39419 6.86461 8.98355 15.3437 6.31683 7.14494 6.98758 6.11715 6.04171 5.7598 6.53132 6.30522 5.72994 5.55602
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 -0.062879999999999978 0.086055000000000006 0.092235000000000025 0.10591500000000001 -0.076779999999999987 0.080455000000000013 0.11679000000000002 0.096220000000000014 1.0000000180025095e-35 0.11346000000000002 -0.23194499999999998 0.089030000000000012 0.083100000000000021 -0.12018999999999998 -0.012569999999999998 -0.082249999999999976 1.0000000180025095e-35 0.083935000000000023 -0.088784999999999989 -0.11122999999999998 0.090440000000000006 0.092465000000000006 0.11103500000000001 0.12148500000000002 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 11 7 -4 24 10 9 -9 16 12 13 14 -3 -15 17 18 19 -1 -20 -22 -23 -11 -2 26 27 -26 -25 -10
right_child=1 2 5 -5 -6 -7 -8 8 29 23 -12 -13 -14 15 -16 -17 -18 -19 20 -21 21 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00084120663783362874 0.0012666577144114239 0.0015993702533981331 -0.0018840762099825276 0.0049551116863674463 0.0006511689584059524 0.00079785324734627482 0.00056290139935812685 0.0014944941622607715 0.0025169249914583189 0.0051510846312005495 0.005174778595802028 -0.0004674515431879617 0.003485497705345226 0.0018431549380721664 0.004190772588085174 -0.00096525308983583713 0.0041676700262371922 0.0040077604607107681 0.0037039342935069599 0.0036761818963978064 0.0029862830966166593 0.0059775505567624711 0.0035304443569621354 0.0030714312600683413 0.0033288660139753263 0.0012530179516550509 0.0029305652314938098 0.00607882914018224 0.0047698731802731965 0.00044036318822750009
leaf_weight=20 27 239 21 20 22 78 22 44 58 22 35 20 31 21 23 33 136 177 349 22 752 21 72 606 26 20 128 21 29 26
leaf_count=20 27 239 21 20 22 78 22 44 58 22 35 20 31 21 23 33 136 177 349 22 752 21 72 606 26 20 128 21 29 26
internal_value=0 0.0018725 0.00145259 0.00176562 0.003258 0.000228959 0.00270886 0.00328221 0.00297596 0.00310798 0.00343398 0.0015918 0.00171049 0.00153636 0.00182686 0.000126906 0.00339465 0.00332024 0.00322179 0.00152504 0.00328147 0.00310699 0.00408302 0.00321604 0.00292152 0.00315066 0.00336753 0.00455757 0.003149 0.00187418
internal_weight=0 730 486 387 2391 99 244 2369 785 701 1584 367 347 316 262 54 1549 1413 1236 42 1194 845 93 657 222 195 175 47 635 84
internal_count=3121 730 486 387 2391 99 244 2369 785 701 1584 367 347 316 262 54 1549 1413 1236 42 1194 845 93 657 222 195 175 47 635 84
is_linear=0
shrinkage=0.00373271


Tree=557
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 4 9 1 47 4 15 2 2 48 123 49 16 4 1419 51 43 16 475 475 1446 52 43 3
split_gain=63.4799 18.2168 11.8222 12.3006 10.4044 9.25636 11.927 8.75216 7.78496 7.5036 7.33266 6.93682 6.57838 5.95264 9.70226 5.92329 5.84304 5.83475 5.69149 6.64614 6.29402 6.58653 10.0277 6.25848 7.99974 6.61052 6.27677 5.99587 5.94482 9.78996
threshold=0.11846000000000002 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 0.11924500000000002 1.0000000180025095e-35 0.081890000000000004 0.16773500000000005 0.085505000000000012 0.40124500000000002 0.13592500000000005 -0.0091949999999999983 0.097070000000000004 0.094275000000000012 0.084180000000000019 -0.026779999999999995 -0.083539999999999989 0.0033150000000000007 0.082370000000000013 -0.14660499999999996 -0.085154999999999995 0.19444000000000003 -0.087159999999999987 -0.085684999999999997 0.11018500000000002 -0.15026499999999995 -0.0040649999999999983 -0.092984999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 13 11 10 -2 12 18 -5 -15 -12 -9 -8 -3 20 21 22 -20 24 -23 -26 28 -25 -27 -30
right_child=9 8 -4 4 -6 6 17 16 -10 -11 15 -13 -14 14 -16 -17 -18 -19 19 -21 -22 23 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.00031053869524604765 0.00090558608209882665 0.0031747959606181183 -0.00031669001216619238 0.00092262050748118649 0.0044938265501073592 0.0028832235424870603 0.0025481418835169543 0.0015104477270270562 0.0047122969392266786 -0.00086507836229870322 0.0030897983640189252 0.0010699223135100173 0.0014940280024303497 0.004786034842094237 0.0017853104250104212 0.0013221446358741987 -0.0011666972433736918 0.00030168808339670235 0.0059974545701482404 0.0020833756673281404 0.0038496197982154918 0.00057040436251809947 0.0030260735442711522 0.0023415362020363481 0.0043265751871908878 0.0029088378758657116 0.0047896202203418937 0.00029958554563633136 6.6749054384380226e-05 0.0025048999568724377
leaf_weight=23 235 645 24 38 28 281 24 20 29 23 42 28 44 20 45 58 22 39 20 161 77 20 54 94 38 743 20 23 24 179
leaf_count=23 235 645 24 38 28 281 24 20 29 23 42 28 44 20 45 58 22 39 20 161 77 20 54 94 38 743 20 23 24 179
internal_value=0 0.00271987 0.00214513 0.00225454 0.00236866 0.00224697 0.00256717 0.00148732 0.00286728 0.00111556 0.00125155 0.00284262 0.00286579 0.0020497 0.00270861 0.00206456 0.000108134 0.00115748 0.00289456 0.00277017 0.00285575 0.00279276 0.00382915 0.00272555 0.00281529 0.00286001 0.00280232 0.00194013 0.0027603 0.00221665
internal_weight=0 2763 564 540 517 489 344 145 2199 358 335 2170 2142 103 65 100 42 63 2098 1453 1292 1215 74 1141 1024 1004 966 117 946 203
internal_count=3121 2763 564 540 517 489 344 145 2199 358 335 2170 2142 103 65 100 42 63 2098 1453 1292 1215 74 1141 1024 1004 966 117 946 203
is_linear=0
shrinkage=0.00358471


Tree=558
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 15 2 2 4 2 47 0 14 15 4 50 2 51 1 160 4 1 39 3 3 15 0 151
split_gain=2497.09 301.961 269.982 170.85 156.868 132.993 96.1042 81.1956 72.8669 77.948 59.4407 50.5863 44.6932 44.106 42.5659 33.9361 33.5873 32.2373 28.2319 29.1784 28.1568 26.5724 35.4917 25.8556 24.5104 25.5812 37.9098 24.187 23.9042 23.6484
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 0.024640000000000006 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11704500000000001 0.081320000000000017 -0.23194499999999998 0.076175000000000007 0.13592500000000005 -0.04890499999999999 0.041865000000000006 0.11389000000000002 -0.096089999999999981 0.10089500000000001 -0.011159999999999998 0.0067750000000000006 0.12958500000000003 0.10226500000000001 -0.017889999999999996 0.14121000000000003 -0.41942499999999994 -0.13027499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 11 8 14 12 -3 23 15 -2 20 -1 28 -8 -11 27 19 -15 21 -5 -23 -10 25 -18 -27 -7 -4 -29
right_child=1 5 6 7 -6 17 10 -9 9 16 -12 -13 -14 18 -16 -17 24 -19 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0078112377047229401 0.0059550656765839684 0.0022171678777065922 0.0054356332916798058 0.0032516178276702995 0.0032651861747833061 0.0019617273205967244 0.0062946202812474558 0.0068941065573259793 0.0060610620699019947 0.0047075492834554476 0.0054424516177438396 0.0037792882066899538 0.0054867895694781016 0.007164072473353612 0.0078121007124032377 0.0047619408010525725 0.0019795122623507523 0.0027682714505749086 0.0045907652150258531 0.0058450044848087565 0.0034746217177682843 0.0054825655491778681 0.0035381688953996775 0.0040855921413890063 0.0018108325888775349 0.0040413466753377366 0.0025409411301468461 0.0014976334796857203 0.0066203173193842028 -0.00033313019536823955
leaf_weight=22 95 89 27 20 75 29 774 21 21 20 171 20 41 33 46 23 22 23 21 121 75 47 21 20 23 66 43 20 1068 24
leaf_count=22 95 89 27 20 75 29 774 21 21 20 171 20 41 33 46 23 22 23 21 121 75 47 21 20 23 66 43 20 1068 24
internal_value=0 0.00337353 0.00621418 0.0053063 0.00466424 0.00276045 0.00639585 0.00456598 0.00316336 0.00355504 0.00610767 0.00557667 0.00432632 0.00615184 0.00664033 0.00625039 0.0031916 0.00148456 0.00594323 0.00612766 0.00403442 0.00451153 0.00488209 0.00509742 0.00299473 0.00320258 0.00344944 0.0010801 0.00659111 0.000499035
internal_weight=0 590 2531 422 190 400 2109 225 304 215 968 115 204 197 1141 797 174 96 175 154 163 88 68 41 154 131 109 73 1095 44
internal_count=3121 590 2531 422 190 400 2109 225 304 215 968 115 204 197 1141 797 174 96 175 154 163 88 68 41 154 131 109 73 1095 44
is_linear=0
shrinkage=0.00124344


Tree=559
num_leaves=31
num_cat=0
split_feature=1 12 15 4 15 3 0 1 3 132 3 4 0 3 1 0 3 49 3 1420 51 1453 52 13 50 131 16 150 13 1
split_gain=62.0175 17.2345 11.0309 10.8495 24.0379 18.2398 23.7917 12.2855 7.57885 9.75725 8.0914 6.69894 6.60051 7.39242 7.41903 13.0173 6.60034 7.69513 6.6432 6.1695 6.4209 6.68328 7.6851 6.07331 5.73602 5.7189 5.62329 9.04179 6.89101 5.16874
threshold=0.11829500000000003 0.051320000000000005 0.024640000000000006 -0.17966999999999997 -0.015744999999999999 0.11296500000000002 -0.071924999999999989 0.095950000000000021 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.053180000000000012 -0.085669999999999982 -0.15447499999999995 0.08776500000000001 -0.094654999999999975 0.076840000000000006 0.13725000000000001 -0.0069549999999999994 -0.083279999999999979 0.11144500000000002 -0.044999999999999991 -0.56176499999999996 0.016935000000000002 0.10803500000000001 0.085335000000000008 -0.44310499999999992 0.097810000000000022 -0.091559999999999989 0.13707500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5 16 10 -10 12 13 -3 24 -16 18 -18 29 -14 21 -21 -23 -22 -15 -9 27 -13 -28 -2
right_child=8 11 -4 4 5 -7 -8 25 9 -11 -12 26 19 14 15 -17 17 -19 -20 20 23 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0036138848816977065 0.0021461878251284065 0.005241059968416179 0.0039517906199183139 0.0032557699643962507 0.0034518569659676246 -0.0033233183407340408 -0.0017645780767056361 0.0020028781411023009 0.00038845053944518257 0.0023981388987136037 -0.0025595681843252095 0.0040083733790561935 0.0048011450426993516 0.0037553680905398896 -0.0004645403436897868 0.0033518134918877787 0.0040192543535779324 0.00091480957576407589 4.731562236367148e-05 0.0014356812573065893 0.0027227431517218952 0.0049630303722985923 0.0030830592191828854 0.00029504022925519918 0.0025588571444171175 2.3507898257752824e-05 0.00037309280836800193 0.001072255471383423 0.0024967841800716049 0.00061043020467105671
leaf_weight=70 113 38 61 144 30 20 25 183 53 26 20 74 31 473 20 46 33 20 51 37 45 35 1092 25 72 26 28 21 160 49
leaf_count=70 113 38 61 144 30 20 25 183 53 26 20 74 31 473 20 46 33 20 51 37 45 35 1092 25 72 26 28 21 160 49
internal_value=0 0.00298581 0.00236668 0.00217252 0.00193678 -9.36681e-05 0.00108075 0.00236818 0.00125349 0.000320688 -0.000419226 0.00314334 0.00322719 0.00355097 0.00344586 0.00219534 0.00160066 0.00284777 0.00129034 0.00306108 0.00301736 0.00308722 0.00314144 0.00185571 0.0035973 0.00175664 0.00257622 0.00335934 0.00218049 0.00168167
internal_weight=0 2756 559 498 428 75 55 353 365 99 73 2197 1914 649 611 66 266 53 213 1265 1234 1164 1127 70 545 209 283 95 188 162
internal_count=3121 2756 559 498 428 75 55 353 365 99 73 2197 1914 649 611 66 266 53 213 1265 1234 1164 1127 70 545 209 283 95 188 162
is_linear=0
shrinkage=0.00394921


Tree=560
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 47 1 1 2 2 150 2 12 4 1 475 3 51 47 34 2 131 3 51 16 3
split_gain=3751.96 595.369 341.609 303.506 282.056 191.573 112.453 102.647 102.206 99.2433 85.8571 61.4895 81.2288 46.6358 42.1483 39.7136 28.2913 27.952 27.915 26.5255 26.0564 24.5877 32.9015 21.7732 31.9321 20.1622 19.9556 22.5563 19.908 23.5682
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.13082500000000002 0.09253500000000002 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 0.17025000000000004 0.09141500000000001 -0.51843499999999987 0.11392000000000001 -0.076304999999999984 -0.12018999999999998 -0.085989999999999997 0.078345000000000012 -1.0000000180025095e-35 0.13501500000000002 0.091440000000000007 0.086245000000000016 -0.082744999999999985 -0.29154999999999992 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 18 6 11 -6 14 15 -5 16 13 -13 19 23 17 -1 21 -7 -18 -3 28 -4 -25 -2 -19 -28 -23 -30
right_child=1 2 9 10 7 8 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 20 26 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0082656926723208395 0.0067904609241010881 0.0015239524683657601 0.00019980051355145367 0.0057808071200272058 0.0056367242837171132 0.0068332266377290176 0.0081868460951561185 0.0030872423718426201 0.0037203385167199833 0.0036466857196064051 0.0032299246977450157 0.0044781500260204802 0.0037239589205943632 0.0063960451233193646 0.0044259029595841845 -0.00024184128105292848 0.0050577584824750632 0.0067955460258623829 0.0020494411010105137 0.0058817524156132154 0.006458259299516201 0.0035464678933614549 0.0045899056975378027 0.0026013402275983769 0.00092822301796658074 0.0052699175179810693 0.006992431834830966 0.0051936161869828917 0.0017823858685455899 0.0033426328262366354
leaf_weight=21 54 20 31 34 82 57 76 39 39 22 63 23 23 274 30 50 24 1083 141 351 302 37 20 28 60 20 20 28 43 26
leaf_count=21 54 20 31 34 82 57 76 39 39 22 63 23 23 274 30 50 24 1083 141 351 302 37 20 28 60 20 20 28 43 26
internal_value=0 0.00291765 0.00248997 0.00636661 0.00315841 0.00645914 0.00664545 0.00481499 0.00572717 0.00106209 0.00412405 0.0065803 0.00606614 0.00624752 0.00590586 0.000725637 0.00669161 0.00678683 0.00246 0.00601468 0.00635515 0.00285649 0.003068 0.00113214 0.00146058 0.0063795 0.00675937 0.00594312 0.00278085 0.00237031
internal_weight=0 673 599 2448 408 2351 1874 121 477 191 97 1798 320 297 438 169 1478 1152 287 408 326 146 126 119 88 74 1131 48 106 69
internal_count=3121 673 599 2448 408 2351 1874 121 477 191 97 1798 320 297 438 169 1478 1152 287 408 326 146 126 119 88 74 1131 48 106 69
is_linear=0
shrinkage=0.00129368


Tree=561
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 2 2 4 52 1 2 1 15 47 14 12 10 52 4 1 16 48 3 160
split_gain=2622.37 442.892 279.579 195.397 143.445 142.352 99.6424 89.0084 83.746 66.0127 64.1529 57.2936 52.7563 52.0711 33.9054 28.2855 36.8166 27.3265 25.2139 23.1733 24.1406 21.4962 20.5642 20.5575 20.401 20.1227 27.0875 52.0255 19.2522 21.293
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.11474000000000002 0.14753000000000002 0.27834500000000006 -0.56022499999999986 0.089770000000000016 0.097845000000000015 0.086920000000000011 -0.41942499999999994 0.090100000000000013 -0.23083499999999998 0.096990000000000007 -0.38124499999999995 0.40674500000000008 0.23246000000000003 0.11669000000000002 -0.29154999999999992 0.081805000000000017 -0.010424999999999999 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 9 12 17 -5 24 13 -4 -11 21 -17 23 -14 20 -3 -16 -20 -1 -6 26 -22 -28 -15 -30
right_child=1 2 8 10 11 -7 -8 -9 -10 14 -12 -13 18 28 15 16 -18 -19 22 -21 25 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0061800993017026816 0.0058545100735608781 0.0036847685173280256 0.0031256741098826973 0.0053865362489307466 0.0056150326759795508 0.0035328470417161305 0.0032943047112501149 0.0071676986404720314 0.0034780379160899194 0.0066417935382413655 0.0032460974192475818 0.0030040573952064558 0.0015648054713204964 0.002150938570952189 0.0057499080611169776 0.0034178238497628009 0.0054475224360560903 0.0057599744199088136 0.0010071912464495016 0.003854185629531165 0.0035226738015907643 0.0053067450130461508 -0.00052616933972996719 0.0050322910764827034 0.0043173752964696796 0.0015705613932250847 0.00091066023687461951 0.0029465359253395499 0.0021739306646279075 0.00065790986401327134
leaf_weight=905 76 33 40 34 51 41 23 84 37 45 61 26 32 41 486 22 38 403 25 32 44 263 30 25 30 29 28 65 20 52
leaf_count=905 76 33 40 34 51 41 23 84 37 45 61 26 32 41 486 22 38 403 25 32 44 263 30 25 30 29 28 65 20 52
internal_value=0 0.00301085 0.00265944 0.00576754 0.00342157 0.00583896 0.00588018 0.00590637 0.00172946 0.00585792 0.00401215 0.00461676 0.00145989 0.00190134 0.00558689 0.00552822 0.0047033 0.00603156 0.000683546 0.00286796 0.00270937 0.0055943 0.000170813 0.00614924 0.00513442 0.00251547 0.00271548 0.00233358 0.00146795 0.00107903
internal_weight=0 691 615 2430 338 2335 2294 2271 277 2187 95 107 240 153 854 809 60 1333 87 231 199 749 55 930 81 166 137 93 113 72
internal_count=3121 691 615 2430 338 2335 2294 2271 277 2187 95 107 240 153 854 809 60 1333 87 231 199 749 55 930 81 166 137 93 113 72
is_linear=0
shrinkage=0.00124864


Tree=562
num_leaves=31
num_cat=0
split_feature=1 4 457 2 3 52 9 48 0 45 3 4 4 10 132 49 1 4 2 34 0 43 131 2 3 13 51 15 12 3
split_gain=77.2585 19.1221 17.4794 12.2103 9.86823 9.55 9.37134 9.11221 8.83507 7.46095 8.3572 9.05823 13.6911 7.94295 7.22696 6.88668 6.51771 6.92423 7.0786 8.75796 8.3171 5.96532 8.31131 6.74266 14.1383 5.92569 5.91275 8.77154 7.79425 5.85304
threshold=0.10124500000000002 0.27044500000000005 0.079590000000000008 0.12198500000000001 -0.13927999999999999 0.12418000000000001 -1.0000000180025095e-35 0.085485000000000019 0.22582000000000002 0.081955000000000014 0.090900000000000009 -0.062539999999999984 0.0033150000000000007 -0.0026549999999999994 0.0087150000000000023 0.12011500000000001 0.14627000000000004 0.41257000000000005 0.11411 -1.0000000180025095e-35 -0.10324499999999999 0.0016850000000000001 0.023795 0.089885000000000007 -0.097174999999999984 0.10820000000000002 -0.22411499999999998 -0.07490999999999999 0.11586 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 25 16 -2 -4 9 10 13 -12 -13 -1 -8 21 17 -6 19 -19 -20 26 23 -23 -25 -3 27 -15 -28 -17
right_child=1 4 7 -5 5 -7 14 -9 -10 -11 11 12 -14 15 -16 29 -18 18 20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.001190921834987385 0.0007555020976238539 0.002645139195957468 -0.0011456831729404326 0.0011080559803549096 -0.00097403667108546602 0.0021326085535915851 0.0027906374110013218 0.001321552791891291 0.00060166008147339613 0.0044967685005578868 0.0026203693853880869 -0.0011582239755609002 0.0022008957701685349 0.0055027715898140874 0.00084197113783721284 0.0023546661282266654 -0.00059984719422081481 0.0004141996091506606 0.0013215597802718653 0.002927351640372488 -0.00054749928330118157 0.002731033547121362 0.004188522748361072 -0.00032684199436697957 0.0022322145053372839 0.00070347724233685847 0.0028465475277567025 0.0030081252258710445 0.001052956763371853 0.0005319644559886069
leaf_weight=33 28 46 23 80 21 37 259 40 20 22 63 20 29 20 20 68 48 24 48 31 45 203 25 24 172 23 1558 44 24 23
leaf_count=33 28 46 23 80 21 37 259 40 20 22 63 20 29 20 20 68 48 24 48 31 45 203 25 24 172 23 1558 44 24 23
internal_value=0 0.00153031 0.0019465 0.00219487 0.000950469 0.000665926 0.00247807 0.000420816 0.00266873 0.00268649 0.00266922 0.00183701 0.000829826 0.0027117 0.00265095 0.00273492 0.000415846 0.000704327 0.000942474 0.0018307 0.000417176 0.00277189 0.00244153 0.00233207 0.00191886 0.00199792 0.00285699 0.0037877 0.00281934 0.00189398
internal_weight=0 773 450 387 323 254 307 63 2348 2328 2306 112 49 2194 279 2161 217 169 148 55 93 2070 424 399 196 69 1646 64 1582 91
internal_count=3121 773 450 387 323 254 307 63 2348 2328 2306 112 49 2194 279 2161 217 169 148 55 93 2070 424 399 196 69 1646 64 1582 91
is_linear=0
shrinkage=0.00312336


Tree=563
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 2 4 2 1 0 150 2 50 1 47 2 52 4 481 4 15 474 39 2 0 160
split_gain=3561.16 556.898 340.084 309.254 212.581 192.453 124.474 104.378 95.5168 80.6019 96.3439 75.0289 55.727 55.7284 41.6551 40.3154 39.0582 30.4168 28.5508 27.8311 25.8501 25.6116 23.3577 22.3863 20.4645 19.781 18.3958 18.3121 16.6733 16.1155
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.10672500000000001 0.089625000000000024 -0.10607499999999999 1.0000000180025095e-35 0.088850000000000012 0.086295000000000011 0.11588000000000001 0.090100000000000013 -1.0000000180025095e-35 0.40674500000000008 0.018150000000000003 -0.0079799999999999992 -0.036839999999999991 -0.41942499999999994 0.032465000000000008 0.092310000000000017 0.090050000000000005 0.13134000000000004 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 18 6 12 14 -5 10 -4 17 15 27 21 20 24 -6 -3 -15 -1 25 -17 -2 -11 28 -26 -14 -7 -12
right_child=1 2 9 8 11 7 -8 -9 -10 16 29 -13 13 19 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.016935074685054244 0.016911753751828681 0.01211117600771288 0.012990083029482076 0.01578873079851275 0.016509313796671976 0.016242146935569787 0.018465561301997915 0.013330270656891904 0.012758726686926019 0.010419833404278515 0.011785089502455414 0.012918365263743225 0.015428066535638519 0.014808547142321323 0.014079725406848249 0.017253904322558578 0.011714470225377629 0.014619764666489756 0.013598690893052991 0.016417120568866263 0.015337268106881369 0.015463968343487592 0.016298125709365029 0.015199989395716174 0.0082534082780564948 0.017399546511863213 0.0099523627250481476 0.013456569601289044 0.01492525560400456 0.010371217661391759
leaf_weight=930 50 190 63 34 40 181 79 39 63 35 22 30 20 25 27 61 22 33 32 263 22 141 492 24 31 28 24 20 23 77
leaf_count=930 50 190 63 34 40 181 79 39 63 35 22 30 20 25 27 61 22 33 32 263 22 141 492 24 31 28 24 20 23 77
internal_value=0 0.012586 0.0121202 0.0163701 0.0131282 0.0164753 0.016675 0.0156054 0.0138208 0.0109247 0.0115817 0.014858 0.0165978 0.0160537 0.0158272 0.0167164 0.00997433 0.0156551 0.0123256 0.0162775 0.0168982 0.0159537 0.0164036 0.0163566 0.00954896 0.0162513 0.00899477 0.0144423 0.0160937 0.0106854
internal_weight=0 673 599 2448 325 2351 1912 439 97 274 162 103 1833 328 400 1505 112 73 222 288 952 373 553 74 90 232 55 40 204 99
internal_count=3121 673 599 2448 325 2351 1912 439 97 274 162 103 1833 328 400 1505 112 73 222 288 952 373 553 74 90 232 55 40 204 99
is_linear=0
shrinkage=0.00145689


Tree=564
num_leaves=31
num_cat=0
split_feature=1 3 45 2 4 402 2 15 41 3 4 48 1176 3 2 2 13 0 40 8 484 1 160 1 0 15 403 42 42 402
split_gain=77.5799 18.3567 10.1653 12.9977 10.1632 8.09962 7.96253 7.8862 11.5637 8.42627 9.20174 14.3215 7.51642 7.38039 7.17912 18.3824 9.83149 9.57402 8.32785 7.4482 6.75067 7.58978 6.97679 6.55384 6.45881 6.31019 9.74318 8.0051 7.63592 6.87944
threshold=0.10337500000000001 -0.053259999999999995 0.10526500000000001 0.31358000000000003 0.40124500000000002 0.086055000000000006 0.14122000000000004 0.040760000000000005 0.075585000000000013 0.090900000000000009 -0.46376499999999993 0.082620000000000013 0.085295000000000024 -0.055119999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.00084500000000000016 -0.036484999999999997 -0.077474999999999988 0.08573500000000002 -0.053834999999999994 0.13534000000000004 0.022560000000000004 0.13075500000000004 -0.11013499999999998 -0.13578499999999996 -0.083654999999999993 0.11649000000000002 -0.081159999999999996 -0.097504999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 14 6 23 7 9 13 12 -11 -12 25 24 18 -16 17 20 -3 -20 -17 22 -22 -2 -9 -1 28 -28 -27 -30
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0035662919893691084 0.00285872506345957 0.001605677945692075 0.0034417132012940985 -0.00091950464028463122 0.00084973805700859029 0.0006496474758842961 0.0016172152101736486 0.0014434174801434966 0.0048251764442775987 0.0030707113657411677 -0.00075623808951192284 0.002432229232756853 0.0011042735099634185 0.0043307852360884537 0.0039966796260255816 -0.00030051447935155182 -0.00044070909626423444 0.0036826824065303593 -0.0012150434911620315 0.0012604551884602907 0.0016536162177888539 0.00053801160098028542 0.0034701129976246123 0.0014432248049089445 0.0031166014462049355 0.0029616468039293758 0.0029920142611361 0.0012017545507060365 0.0021791440675573617 -0.00037824549353085852
leaf_weight=140 197 50 23 24 22 22 41 23 41 42 23 34 22 48 30 20 25 20 29 20 145 51 24 38 972 29 900 25 20 21
leaf_count=140 197 50 23 24 22 22 41 23 41 42 23 34 22 48 30 20 25 20 29 20 145 51 24 38 972 29 900 25 20 21
internal_value=0 0.00179202 0.00141946 0.00131327 0.00296108 0.00246033 0.00298059 0.00300448 0.00319949 0.00283617 0.00196235 0.00114565 0.00291094 0.00313558 0.0014427 0.00167308 0.0014285 0.00160823 0.000709664 -0.000204636 0.00143536 0.00159316 0.00191158 0.00262984 0.00307792 0.00294596 0.00285868 0.00294363 0.00173611 0.000869262
internal_weight=0 718 461 438 2403 257 2381 2340 1084 1256 99 57 1157 1043 414 315 285 260 99 49 240 220 169 235 995 1135 995 925 70 41
internal_count=3121 718 461 438 2403 257 2381 2340 1084 1256 99 57 1157 1043 414 315 285 260 99 49 240 220 169 235 995 1135 995 925 70 41
is_linear=0
shrinkage=0.00312071


Tree=565
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 2 4 1 4 0 15 150 13 39 1 47 4 0 3 3 47 4 52 52 16 43
split_gain=2732.49 462.483 274.401 249.139 161.608 141.713 89.4465 79.338 76.3203 71.7874 70.7418 69.3664 45.3684 55.3226 48.725 43.5053 41.9156 36.6536 35.0363 29.0006 28.6275 39.1019 27.6837 27.5232 20.9928 20.0457 19.7427 24.6371 19.5759 18.9272
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.17025000000000004 0.40945500000000007 0.077845000000000011 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.28558999999999996 0.087735000000000021 0.083345000000000016 0.093140000000000014 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.13927999999999999 0.090100000000000013 -0.0070899999999999991 0.039215000000000007 -1.0000000180025095e-35 -0.12029499999999999 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 12 25 15 10 16 -5 13 14 -1 23 -4 -18 28 -20 -15 -22 -23 -7 -3 -6 27 -25 -14 -13
right_child=1 2 9 11 7 8 -8 -9 -10 -11 -12 29 18 20 -16 -17 17 -19 19 -21 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.007019265686644135 0.0065023019249477974 0.0032330695297750557 0.00210916098774538 0.0060369309330600592 0.0069522749242902976 0.0068093098579870099 0.0078568152621348326 0.0036408137924477052 0.0041784923696032887 0.0010599734198224017 0.0020564175022092369 0.0041698318748592342 0.0065993231279912355 0.0079942588890065166 0.0048883483778972376 0.0044908311214522257 0.004718554953712234 0.0028708098678069979 0.0038895859058288157 0.0057977393081020392 0.0066811278152607645 0.004946384092199608 0.0062943700584625261 0.0059212848794381791 0.0043003675788726419 0.0055329874270559848 0.0062458524742330258 0.0049044317364268846 0.005386634515452582 0.002762552274698044
leaf_weight=23 71 190 25 28 21 62 76 32 39 54 132 49 74 22 52 28 39 27 20 29 1296 25 240 135 32 50 155 48 27 20
leaf_count=23 71 190 25 28 21 62 76 32 39 54 132 49 74 22 52 28 39 27 20 29 1296 25 240 135 32 50 155 48 27 20
internal_value=0 0.00355968 0.00321262 0.00633324 0.00397246 0.00641224 0.00656125 0.0052345 0.00581108 0.00232112 0.00262651 0.00441863 0.00650679 0.00656487 0.00554183 0.00595985 0.00345346 0.00396266 0.00586477 0.0050189 0.00661334 0.00659388 0.0061672 0.00606268 0.00338691 0.00595278 0.00592572 0.00565457 0.00627514 0.00376192
internal_weight=0 673 602 2448 325 2351 1884 103 467 277 223 97 1808 1658 75 428 91 66 150 49 1583 1561 265 400 222 71 338 183 101 69
internal_count=3121 673 602 2448 325 2351 1884 103 467 277 223 97 1808 1658 75 428 91 66 150 49 1583 1561 265 400 222 71 338 183 101 69
is_linear=0
shrinkage=0.00121906


Tree=566
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 150 52 4 2 49 1 132 1 12 11 40 1 0 1 4 4 157
split_gain=3034.63 482.888 249.67 225.118 173.557 150.988 117.091 91.5706 87.3608 76.9499 71.7894 46.5648 52.7914 46.0263 44.6849 44.615 36.3106 35.9329 32.3505 31.2038 37.3512 29.3116 31.6936 29.125 26.9728 29.4904 22.5921 22.5769 20.8965 20.8746
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14285500000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.52606999999999993 -0.15464999999999998 -1.0000000180025095e-35 -0.054984999999999992 0.12408500000000001 0.088890000000000011 0.15799000000000005 0.09141500000000001 0.077415000000000012 -0.077714999999999992 0.076935000000000017 -0.030209999999999997 0.13075500000000004 0.061775000000000004 0.015030000000000002 -0.069619999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 23 11 27 13 -4 21 16 24 -2 -10 -13 -16 -17 20 -6 22 -1 -3 25 28 -5 -8 -7 -23
right_child=1 4 10 26 19 9 8 -9 15 -11 -12 12 -14 -15 17 18 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0068880077428364059 0.0070166537883457475 0.0026095269670698947 0.0060182154350571886 0.0037085168259174037 0.0012789567725080421 0.0065159336018159562 0.0059740529109866278 0.0081745989142245831 0.0049774732285269487 0.0042237175977172135 0.0036865896545912008 0.0050296097334285219 0.0044713698047733974 0.0045183062894499464 0.0039610354735576773 0.0032964241288703159 0.0065786357615961882 0.0058667574062257928 0.0020826915223729368 0.002450415076213114 -0.00078470815318150173 0.0052026537795947549 0.0084213205628375174 0.0011837329591098383 0.0068477449419891145 0.0048317052356560836 0.0022239874093079449 0.0042830807232226977 0.0058056739395648147 0.0065652126511440241
leaf_weight=1135 45 46 34 60 55 147 23 76 20 39 63 28 25 28 21 125 263 78 52 23 20 20 23 50 92 30 24 31 131 314
leaf_count=1135 45 46 34 60 55 147 23 76 20 39 63 28 25 28 21 125 263 78 52 23 20 20 23 50 92 30 24 31 131 314
internal_value=0 0.00343646 0.00653702 0.00496678 0.00265239 0.0066209 0.00308157 0.00678406 0.00354614 0.00596267 0.00450386 0.00672561 0.00627467 0.00612113 0.00594818 0.00314671 0.00642959 0.00546251 0.00293985 0.00113273 0.000728646 0.00682112 0.00691846 0.00186693 0.00623332 0.00604979 0.00328437 0.00500331 0.00618124 0.00648362
internal_weight=0 673 2448 228 445 2351 347 1884 251 467 97 1808 316 428 144 197 291 99 177 98 75 1492 1158 96 400 308 84 54 278 334
internal_count=3121 673 2448 228 445 2351 347 1884 251 467 97 1808 316 428 144 197 291 99 177 98 75 1492 1158 96 400 308 84 54 278 334
is_linear=0
shrinkage=0.00129316


Tree=567
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 3 3 15 10 0 132 2 41 43 10 160 48 44 3 39 16 10 4 1 4 48 15 2 4 16
split_gain=90.3513 22.0419 14.7297 12.1878 16.688 10.9628 13.0279 9.86528 9.49547 8.94402 8.27578 9.40776 8.08952 8.42694 8.04505 7.73654 7.34672 9.21176 8.92467 7.84438 6.79517 6.63556 6.49247 6.86791 5.86118 11.0972 5.26241 9.18417 6.05214 8.16743
threshold=0.10124500000000002 0.084785000000000013 0.31299000000000005 0.10276500000000001 -1.0000000180025095e-35 0.084940000000000015 0.11658 -0.028889999999999996 0.069930000000000006 0.18019500000000002 0.10613500000000002 0.15950500000000004 0.082735000000000017 1.0000000180025095e-35 -0.0026549999999999994 0.086870000000000017 0.10168500000000001 1.0000000180025095e-35 -0.06977499999999999 -0.04725999999999999 -0.51370499999999997 -0.0026549999999999994 -0.010655 0.10727500000000002 0.41816000000000003 0.084670000000000009 0.13592500000000005 0.12992500000000004 0.053925000000000008 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 14 12 -7 20 22 16 11 -4 13 15 -2 24 17 19 -18 -1 -8 -21 23 -6 25 -5 27 28 29 -23
right_child=1 -3 10 5 8 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001584125724941107 0.0020321700050659527 0.0037979462459493242 0.00097269821286867606 -0.0012740416781318307 0.0034110023186246135 0.0045763582501893597 0.0012198079205021188 -0.00021385956571779905 0.00151647052793952 0.001560787314760038 0.0025341981233127308 -0.0016052427252956818 0.0029788332588169034 -0.0012078698977419267 -0.00066919159644965591 0.0032616883080823448 0.0032389409214106479 0.005983792384916079 0.00092312363741104168 0.0020165350285440355 0.0035946873131736724 0.0045739688293946427 0.0031822778085231936 0.0062243467804450753 0.0016812093898834861 0.001515186856099651 0.0024910657497626753 0.005696645137666983 0.0030525697454251177 0.0036319543859773176
leaf_weight=24 43 89 65 33 22 30 26 21 32 28 26 24 28 20 20 20 87 20 27 32 35 122 115 21 65 38 49 27 202 1730
leaf_count=24 43 89 65 33 22 30 26 21 32 28 26 24 28 20 20 20 87 20 27 32 35 122 115 21 65 38 49 27 202 1730
internal_value=0 0.00215068 0.00193634 0.00216848 0.00274404 0.00170767 0.00259222 0.00186632 0.00326443 0.00353766 0.000787728 0.000277523 0.00122204 0.000942549 0.00117459 0.00121824 0.00356152 0.00360654 0.00269046 0.00358479 0.00258244 0.003607 0.00361845 0.00478496 0.000917738 0.000218785 0.00363089 0.00365773 0.00363093 0.00369401
internal_weight=0 773 684 569 253 316 112 82 190 2348 115 89 204 176 63 156 2320 2206 114 2186 61 2162 158 43 136 71 2130 2081 2054 1852
internal_count=3121 773 684 569 253 316 112 82 190 2348 115 89 204 176 63 156 2320 2206 114 2186 61 2162 158 43 136 71 2130 2081 2054 1852
is_linear=0
shrinkage=0.00351882


Tree=568
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 14 124 2 2 4 0 1 457 2 157 47 13 15 3 15 51 481 1429 133 14 0
split_gain=1987.65 331.392 213.957 168.945 107.512 97.417 86.2713 80.2993 64.4264 58.7566 53.2042 49.0742 43.897 44.8153 28.7584 27.077 23.5585 23.2174 19.5289 18.8559 18.8066 22.2702 27.8835 17.0665 16.5227 16.5604 26.8514 41.337 16.2635 21.5222
threshold=0.104035 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.27834500000000006 0.13082500000000002 0.062655000000000016 -0.080389999999999989 0.092235000000000025 0.14753000000000002 0.40945500000000007 -0.062294999999999996 0.086920000000000011 0.045365000000000009 0.086000000000000007 -0.41266499999999995 0.10728500000000002 -0.47860499999999995 -0.41396999999999995 0.0068900000000000012 0.090455000000000021 0.11144500000000002 -0.0066299999999999996 0.084770000000000012 0.083950000000000011 -0.23083499999999998 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 14 9 12 11 16 15 13 -4 19 24 -5 -17 -13 -3 -14 -22 -23 -11 25 -1 -27 -28 29 -6
right_child=1 2 8 10 28 -7 -8 -9 -10 23 -12 18 20 -15 -16 17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0057438835662543273 0.0051433575960489544 0.0058416175968196609 0.0029611655796034637 0.0023795904337382406 0.0042337195697560387 0.0035298274338993484 0.0026816912328359865 0.002999343020350413 0.0032349706094371906 0.0066068415787395151 0.0049164954259390877 0.0058703096010788167 0.001808715139506213 0.0016108800359996925 0.0035593461300874245 0.0051095170823590727 0.0037433167807044898 0.0040437466805460873 0.0048734053023858775 0.0045686237332904006 0.0016357360039080135 0.0011278918621508878 -0.00076735476504441208 0.0055638351561465753 0.0046459595846428288 0.0054013913806306357 0.0032593979727561406 0.0052511870687292246 0.0025752880605373063 0.0025686362251901656
leaf_weight=163 76 28 46 35 20 48 39 22 39 47 28 27 26 110 20 386 32 29 655 34 20 20 21 37 39 818 20 44 171 21
leaf_count=163 76 28 46 35 20 48 39 22 39 47 28 27 26 110 20 386 32 29 655 34 20 20 21 37 39 818 20 44 171 21
internal_value=0 0.00288034 0.00260068 0.00508835 0.00322421 0.00514944 0.00408819 0.00518343 0.00186439 0.00520465 0.00358667 0.00516834 0.00164442 0.00200904 0.00475714 0.00528457 0.00303092 0.00503504 0.00491287 0.00514352 0.000990629 0.000641936 0.000157156 0.00614742 0.0053801 0.00540749 0.00534533 0.00462875 0.00273108 0.00338087
internal_weight=0 691 615 2430 333 2335 121 2287 282 2265 95 2181 243 156 82 1499 67 415 682 62 87 61 41 84 1084 1045 882 64 212 41
internal_count=3121 691 615 2430 333 2335 121 2287 282 2265 95 2181 243 156 82 1499 67 415 682 62 87 61 41 84 1084 1045 882 64 212 41
is_linear=0
shrinkage=0.00114875


Tree=569
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 4 1 2 4 1 2 132 150 2 12 4 2 1 47 0 131 157 4 3 16 15
split_gain=2996.57 490.657 303.071 256.154 178.965 145.134 90.5067 84.3198 79.6092 72.1465 70.7896 60.5072 67.3818 53.8422 52.9552 51.2001 42.5558 37.0774 30.2293 29.443 27.7348 26.4493 25.6014 21.5182 21.2148 20.249 18.7514 18.2779 17.2197 16.5863
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.14122000000000004 0.27834500000000006 0.09253500000000002 0.14753000000000002 0.40945500000000007 0.089625000000000024 0.090425000000000019 0.08764000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.31358000000000003 0.076935000000000017 0.090100000000000013 -0.030209999999999997 0.091440000000000007 -0.069619999999999987 0.015030000000000002 0.0068900000000000012 0.19444000000000003 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 22 6 13 -4 16 -6 -5 12 27 18 17 20 21 -15 19 -1 -13 23 -3 26 -2 -20 -7 -9 -27 -21
right_child=1 2 7 10 9 8 -8 11 -10 -11 -12 15 -14 14 -16 -17 -18 -19 25 29 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0087458006450016022 0.0072914809860038232 0.0032708649157747963 0.0044984430994125931 0.0062329040491940673 0.0063345353942854824 0.0067572486677498862 0.0084604396545496455 0.0028117274073300147 0.0044718913355831121 0.0039860461435190673 0.0038703202551980849 0.0011277347507431918 0.0018885339767114857 0.0052114608004532915 0.0046568874216586335 0.00295164135172497 0.0048246636796245111 0.0068069876076483427 0.0054590391141023705 0.0081208157179785984 -0.00071086655961712802 0.007128067631367448 0.0045466648828095396 0.0052397088296032126 0.0057005565325387655 0.0069329866093282349 0.006069304958557121 0.0043952331094745493 0.0059113810885788902 0.0071421160681070361
leaf_weight=21 54 190 26 34 69 147 76 22 41 34 63 50 105 28 25 21 28 269 20 31 20 92 32 29 20 281 130 30 32 1101
leaf_count=21 54 190 26 34 69 147 76 22 41 34 63 50 105 28 25 21 28 269 20 31 20 92 32 29 20 281 130 30 32 1101
internal_value=0 0.00365593 0.00325992 0.00679986 0.00412174 0.00688656 0.00704979 0.00223768 0.00622805 0.00555931 0.00469844 0.00200067 0.00249689 0.00699049 0.00650131 0.00114455 0.00639706 0.00665657 0.00709649 0.00719764 0.00060242 0.00650769 0.00345476 0.00632117 0.0068615 0.00674629 0.00643439 0.00372529 0.00682854 0.00716892
internal_weight=0 673 599 2448 325 2351 1884 274 467 103 97 248 157 1808 322 91 426 297 1486 1153 70 398 222 306 74 333 277 52 313 1132
internal_count=3121 673 599 2448 325 2351 1884 274 467 103 97 248 157 1808 322 91 426 297 1486 1153 70 398 222 306 74 333 277 52 313 1132
is_linear=0
shrinkage=0.00131955


Tree=570
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 1 47 14 2 2 0 2 1 52 49 52 1 52 47 4 51 16 16 1 1 13 39
split_gain=2469.22 417.512 254.844 212.892 171.459 143.289 93.1483 87.2395 82.1953 76.0864 69.3809 54.9589 35.8696 30.8184 27.8302 26.403 25.9595 25.9502 24.7825 22.8014 20.5742 19.3153 51.5424 22.463 27.0536 18.5895 18.977 17.0761 16.685 27.395
threshold=0.104035 -0.40967499999999996 0.13471500000000003 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.27834500000000006 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.094835000000000017 -0.22491999999999998 0.14122000000000004 0.15799000000000005 -0.56176499999999996 0.088340000000000016 0.13389000000000004 0.086920000000000011 0.40674500000000008 0.090100000000000013 0.41555500000000006 -0.085989999999999997 0.023255000000000001 -0.007794999999999999 0.11551000000000002 0.11453000000000001 -0.016469999999999995 0.092310000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 14 6 10 -6 12 15 11 19 -1 -13 18 28 -15 -14 21 20 -5 23 -23 -3 25 26 -25 -9 -4 -30
right_child=1 2 9 5 7 -7 -8 27 -10 -11 -12 13 17 16 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0077223876969633133 0.0072164101986840964 0.0020599489979311321 0.0016841548165968552 0.0075984774805426709 0.0065178929790064418 0.0032595146353014406 0.0049496459022781289 0.0048151851932976813 0.0041025385642639951 0.0045316641707744253 0.0086091900821351486 0.0053807409651807029 0.0044983865469899655 0.0081214029741383635 0.0022011211408832949 0.00060000252867181139 0.0069327363542552832 0.0066067380756863366 0.0052251492391112205 0.0071343082933675106 0.0062301701455136031 0.0059475181371719393 0.0027557660865966541 0.0039346795343934513 0.0049682223960112511 0.0020608677346050275 0.0027068910993441708 0.0028709448795894601 0.0040881520310893545 0.0017304029736771832
leaf_weight=28 76 25 90 902 83 20 38 20 64 25 86 27 24 43 30 35 751 28 22 394 25 24 21 87 26 22 41 20 20 24
leaf_count=28 76 25 90 902 83 20 38 20 64 25 86 27 24 43 30 35 751 28 22 394 25 24 21 87 26 22 41 20 20 24
internal_value=0 0.00392652 0.00351996 0.00711395 0.00417011 0.00722448 0.00725947 0.00564803 0.0053593 0.00210906 0.00729887 0.00724626 0.00636471 0.00694395 0.0035601 0.00175069 0.00699711 0.00563365 0.00371222 0.00743414 0.00756158 0.00357692 0.00445803 0.00337966 0.00356712 0.00332426 0.0035414 0.00384307 0.00205124 0.00280211
internal_weight=0 691 615 2430 421 2286 2266 123 144 194 2228 2142 80 821 298 169 794 52 268 1321 927 246 45 201 176 150 128 40 134 44
internal_count=3121 691 615 2430 421 2286 2266 123 144 194 2228 2142 80 821 298 169 794 52 268 1321 927 246 45 201 176 150 128 40 134 44
is_linear=0
shrinkage=0.00148784


Tree=571
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 2 1 16 14 2 4 11 1 4 43 1 150 159 2 3 4 4 16 43 43 3 160
split_gain=2587.15 429.202 257.681 212.502 125.465 107.385 98.9326 87.3103 79.2942 71.5484 69.2214 53.1782 48.9163 41.3057 35.2564 35.9836 56.3628 28.5228 28.4825 28.242 39.9722 35.9717 24.8291 22.8138 22.6329 27.5044 19.2455 17.8519 22.6061 17.8139
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.14122000000000004 0.085505000000000012 0.27834500000000006 0.27834500000000006 0.089885000000000007 0.077845000000000011 -0.061854999999999993 0.062655000000000016 0.13754500000000003 0.49041500000000005 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.14792499999999997 0.091450000000000017 0.083555000000000004 0.076905000000000015 0.11474000000000002 -0.0069549999999999994 -0.062539999999999984 0.024790000000000003 -0.12029499999999999 -0.080324999999999994 -1.0000000180025095e-35 -0.10831999999999999 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 6 12 8 23 11 -5 -7 18 13 -3 15 24 -17 -16 -1 20 21 22 -2 -4 27 -26 -11 -10 -29 -15
right_child=1 5 7 9 -6 10 -8 -9 14 26 -12 -13 -14 29 17 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0060171991426787759 0.0035714519317168428 0.0032444764299006125 0.0063197549129194903 0.0055331130713711738 0.0036798938343423956 0.002080042300596969 0.0033229260639550677 0.0033739863327992515 0.0058221415061646799 0.0036760158105096034 0.0043191527279536537 0.0071020081218786382 0.0009276129651358963 0.0025743813336398182 0.0051013758873337135 0.0058583849260218281 0.0034893360911546893 0.0067269663879058672 0.0055338798022880661 0.002543021800737213 0.0025983841257184895 0.0030067068847281541 0.0052778571546582588 0.0051773334449746796 0.0056547963237183899 0.004784135148098289 0.002276224779718694 0.0041963682396676995 0.0055107496415498025 0.001298127054545537
leaf_weight=1127 21 31 34 28 41 41 23 36 343 47 38 59 102 21 21 26 32 58 206 91 55 37 29 94 98 110 20 21 170 61
leaf_count=1127 21 31 34 28 41 41 23 36 343 47 38 59 102 21 21 26 32 58 206 91 55 37 29 94 98 110 20 21 170 61
internal_value=0 0.00306004 0.00387062 0.00568088 0.00575217 0.00196548 0.00578921 0.00501832 0.00581419 0.00392868 0.00315708 0.00599165 0.00152764 0.00206926 0.00553315 0.00545793 0.00455132 0.00629485 0.00594251 0.0030628 0.0033959 0.00390007 0.00456117 0.00548079 0.0055288 0.00519435 0.00325817 0.00565907 0.00536624 0.00162497
internal_weight=0 691 397 2430 2335 294 2294 164 2271 95 79 1392 215 113 879 800 58 79 1333 233 142 87 50 128 742 208 67 534 191 82
internal_count=3121 691 397 2430 2335 294 2294 164 2271 95 79 1392 215 113 879 800 58 79 1333 233 142 87 50 128 742 208 67 534 191 82
is_linear=0
shrinkage=0.00119516


Tree=572
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 4 0 15 12 4 1 475 150 3 47 0 43 49 14 15 10 4 12
split_gain=2934.78 471.617 306.052 261.59 166.806 151.075 84.5522 80.312 73.4125 72.0164 69.8791 53.9771 51.4575 49.3827 75.9633 41.0708 39.7303 39.3229 36.7649 39.1383 27.5552 25.7904 24.5928 26.2951 23.0223 19.3032 18.9867 24.495 18.0099 17.7843
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.14753000000000002 0.27834500000000006 -0.10607499999999999 -0.10469999999999999 0.090455000000000021 -0.52556499999999995 0.083345000000000016 -0.066784999999999983 1.0000000180025095e-35 -0.13927999999999999 0.090100000000000013 -0.061629999999999997 -0.036954999999999995 -0.070909999999999987 -0.41790499999999997 -0.41942499999999994 -0.38124499999999995 -0.0070899999999999991 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 -5 18 28 12 -4 14 -1 16 -15 -16 -7 29 -18 -3 -17 -24 -19 -14 -13 -28 -6 -20
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 26 25 15 17 22 20 24 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0073731450068468636 0.0067248207532594924 0.0032388046908129516 0.0036504632741239866 0.0060717710002690462 0.0071324523948803802 0.0071220475065753176 0.0082096565451908361 0.0039744516356264598 0.0037129908465612094 0.0043730558922541402 0.0038244999444431364 0.0019055437115018422 0.0029727471695972104 0.008831982575009072 0.0063641704768722246 0.0066698269222033911 0.0055909679369655326 0.0057602829268564712 0.0062712780774227313 0.0045535487526549038 0.0070223654049415725 0.0044941984069336704 0.0045682556718950077 0.0066660551318781852 0.0040012816988501398 0.0016654357948121907 0.0015979918565178603 -0.00013587608674965997 0.0057048206546227867 0.0053225253046573166
leaf_weight=50 71 190 40 34 21 63 76 37 63 39 32 32 24 20 40 520 23 20 311 27 1052 32 20 20 33 89 25 30 50 37
leaf_count=50 71 190 40 34 21 63 76 37 63 39 32 32 24 20 40 520 23 20 311 27 1052 32 20 20 33 89 25 30 50 37
internal_value=0 0.0035714 0.00319948 0.00662173 0.00405106 0.00670763 0.00687309 0.00220034 0.00453978 0.00605762 0.00541171 0.00192683 0.00238947 0.00681659 0.00608722 0.00687961 0.00702535 0.00539586 0.00620762 0.00605399 0.00699174 0.00341976 0.00659464 0.00561716 0.00466506 0.00194309 0.00111323 0.000652246 0.00612708 0.0061704
internal_weight=0 673 602 2448 325 2351 1874 277 97 477 103 240 153 1798 143 1655 1095 93 438 375 1075 222 560 40 53 113 87 55 71 348
internal_count=3121 673 602 2448 325 2351 1874 277 97 477 103 240 153 1798 143 1655 1095 93 438 375 1075 222 560 40 53 113 87 55 71 348
is_linear=0
shrinkage=0.00129368


Tree=573
num_leaves=31
num_cat=0
split_feature=1 52 1 12 51 2 124 2 42 49 0 16 1 158 4 12 132 12 3 131 11 15 157 4 4 2 1 42 38 4
split_gain=146.09 33.6673 19.7428 13.8651 13.033 11.8626 12.024 10.9189 10.1619 8.46976 8.48851 14.2446 10.4009 8.13801 16.5007 8.52149 7.99861 7.22479 7.74858 6.81823 6.8018 14.9556 18.8671 8.09878 11.0663 6.675 17.4299 7.09633 6.02513 6.88898
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.085885000000000017 0.10614000000000001 0.14122000000000004 -0.076779999999999987 0.121465 -0.0041849999999999986 -0.032624999999999994 -0.040504999999999992 -0.27167499999999994 0.15471500000000002 0.07968500000000002 0.24564500000000003 0.083535000000000012 0.090440000000000006 0.11734000000000001 0.10299500000000002 0.091440000000000007 1.0000000180025095e-35 0.040760000000000005 -0.0041249999999999993 -0.46376499999999993 -0.15289999999999995 0.087675000000000017 0.086455000000000018 0.088060000000000013 1.0000000180025095e-35 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 19 3 16 7 6 8 -5 -1 -4 11 -11 -12 14 17 -15 28 18 20 -2 23 22 -22 -8 -25 27 -27 -26 29 -3
right_child=1 2 9 4 -6 -7 13 -9 -10 10 12 -13 -14 15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0046184553589878269 0.0052277591037430578 0.004344033166331196 -0.00056184889590645383 0.0037469196618930638 0.0061591335709127682 0.0026327492474933962 0.0060936613787724433 0.00079727920826219473 0.0019713496089341447 0.0013318471338183348 0.0019115577053648899 0.0047637176478522716 -0.0013210207539468104 0.0068686489411170686 0.0020140843345372366 0.0050312870275018486 0.00017028739113423579 0.0031060960194118324 0.0030173030717269068 0.0027960488799457905 0.0067756340433915846 0.0074607878760692917 0.0016464314702302565 0.0024397816285419275 0.005102528711548703 0.0045542391158174197 0.001781545558620727 0.0043635166238121994 0.0045334222969988193 0.0022633335102777287
leaf_weight=39 82 24 28 105 26 41 56 21 42 48 35 26 23 43 33 194 21 40 37 20 20 39 20 31 680 753 33 247 20 294
leaf_count=39 82 24 28 105 26 41 56 21 42 48 35 26 23 43 33 194 21 40 37 20 20 39 20 31 680 753 33 247 20 294
internal_value=0 0.00275213 0.00244829 0.00280671 0.00375202 0.00462375 0.00465913 0.00325531 0.00324588 0.00130359 0.00169929 0.00253764 0.000629673 0.00471056 0.00463262 0.00536465 0.00240647 0.0046768 0.00470959 0.00475095 0.00474291 0.00581534 0.00421103 0.00469584 0.00465096 0.00469098 0.00443783 0.00490562 0.0025454 0.00242037
internal_weight=0 773 671 511 152 2348 2307 126 81 160 132 74 58 2226 1989 237 359 1956 1916 102 1879 79 40 1800 1744 1713 786 927 338 318
internal_count=3121 773 671 511 152 2348 2307 126 81 160 132 74 58 2226 1989 237 359 1956 1916 102 1879 79 40 1800 1744 1713 786 927 338 318
is_linear=0
shrinkage=0.0037342


Tree=574
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 4 0 15 4 1 12 4 475 52 52 15 10 157 1 47 14 1 16
split_gain=2786.94 454.168 293.777 233.819 155.283 131.953 85.6748 82.5998 72.2183 71.248 66.8677 57.2099 54.0678 46.4862 76.1139 38.5179 35.0116 29.5733 39.3913 29.3328 31.0692 36.7769 25.5677 25.0652 24.4381 24.2445 23.489 22.4269 23.5963 22.3326
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.077845000000000011 0.11474000000000002 0.14753000000000002 0.27834500000000006 -0.10607499999999999 -0.10653 0.0067750000000000006 0.083345000000000016 0.09141500000000001 -0.52556499999999995 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 -0.41942499999999994 -0.38124499999999995 -0.08107499999999998 0.086560000000000012 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 7 11 13 19 -5 -6 12 -4 14 -1 17 -16 18 -15 -7 21 -21 -13 -24 -19 -23 27 -3 29 -29
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 22 -14 15 16 -17 -18 24 -20 20 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0082164907743732668 0.0073406220619446341 0.0046631239080862953 0.0040628536145244452 0.0070010957226539425 0.0065652902064800367 0.0078225240151371146 0.0044603095766500818 0.0090800261448793461 0.0047370274276901572 0.0041784319673151826 0.0038262508322814675 0.0021249591375330579 0.0020524971352321193 0.0097726728967978491 0.0069864978403022752 0.0066840945340647063 0.0051661882591655436 0.0056988614500178133 0.0077178922778808473 0.0068933854746182858 0.0071751486390660008 0.0060097773485968771 0.0015532797882832927 -0.00046143613258333815 0.0073794574353171364 0.0041574798723815649 0.0049159630023762162 0.0044518613619822355 0.0021040725731988814 0.0031669017213757271
leaf_weight=48 76 33 40 28 81 59 37 76 39 67 26 32 113 21 40 102 56 20 1089 105 161 71 25 30 428 20 32 44 29 93
leaf_count=48 76 33 40 28 81 59 37 76 39 67 26 32 113 21 40 102 56 20 1089 105 161 71 25 30 428 20 32 44 29 93
internal_value=0 0.00391352 0.00349 0.00729569 0.00441978 0.00738867 0.00235547 0.00756245 0.0066706 0.00501037 0.00589973 0.00203097 0.00257808 0.00749852 0.0066886 0.00756878 0.00592465 0.0076267 0.00775677 0.00685187 0.00669145 0.00629413 0.00106882 0.000454344 0.00730443 0.00560268 0.00373427 0.00354425 0.00332182 0.00357959
internal_weight=0 691 615 2430 338 2335 277 1880 455 95 107 240 153 1804 144 1660 96 1558 1110 416 357 196 87 55 448 91 231 199 166 137
internal_count=3121 691 615 2430 338 2335 277 1880 455 95 107 240 153 1804 144 1660 96 1558 1110 416 357 196 87 55 448 91 231 199 166 137
is_linear=0
shrinkage=0.00148603


Tree=575
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 2 4 4 0 15 158 0 4 475 52 52 1 47 14 1 51 4 15 16
split_gain=2932.39 496.29 319.624 245.188 164.025 145.147 90.7233 85.3388 73.164 72.3152 71.1236 57.9554 53.5517 45.7256 47.2333 44.0155 33.8449 31.5982 31.3498 26.0812 29.2678 40.6336 26.0057 25.6798 28.5391 24.5845 28.6684 24.5562 23.1429 21.6617
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.11474000000000002 0.09253500000000002 0.14753000000000002 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.080150000000000013 -0.079119999999999982 -0.55119499999999988 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.086560000000000012 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 0.23246000000000003 -0.41942499999999994 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 11 13 19 27 -5 12 -4 14 15 -1 -15 -16 -19 -7 21 -21 -23 24 -3 26 -26 -6 -13 -22
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 28 -14 16 17 -17 -18 18 -20 20 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0087256417202104253 0.0080104575234496399 0.0053668648737723052 0.0045651612320459578 0.0072936358825736953 0.0077999748670493614 0.0083306830499847769 0.0050274707701434499 0.009683802297552925 0.0053464482284010933 0.0043921656759006106 0.0046640249321118106 0.0026122964831428418 0.0026036510523511237 0.0069079452886488544 0.0083530139180519394 0.0063051979187769861 0.0084767271867981758 0.0095758686046932811 0.0077883530454990251 0.0075245284085928696 0.0079579156795280565 0.0066077922133899198 0.0047270129955250661 0.005535578493743136 0.0025294720232224344 0.0026648366636666245 0.0044169469727735333 0.0061388399392853519 0.0010540373505336358 0.0064020645533055453
leaf_weight=23 76 33 40 34 51 59 37 76 39 26 61 32 113 108 1169 52 40 22 390 105 139 71 20 32 20 29 117 30 55 22
leaf_count=23 76 33 40 34 51 59 37 76 39 26 61 32 113 108 1169 52 40 22 390 105 139 71 20 32 20 29 117 30 55 22
internal_value=0 0.0044982 0.00406416 0.00789948 0.00501496 0.00799282 0.00290397 0.00817152 0.00725448 0.00650617 0.00560515 0.0025766 0.00311646 0.00810781 0.00817715 0.00704747 0.00733194 0.00823074 0.0078838 0.00743335 0.00728506 0.00690698 0.00619443 0.00432423 0.00412944 0.00388345 0.0041414 0.00718474 0.00162719 0.00774531
internal_weight=0 691 615 2430 338 2335 277 1880 455 107 95 240 153 1804 1656 75 148 1581 412 416 357 196 91 231 199 166 137 81 87 161
internal_count=3121 691 615 2430 338 2335 277 1880 455 107 95 240 153 1804 1656 75 148 1581 412 416 357 196 91 231 199 166 137 81 87 161
is_linear=0
shrinkage=0.00145689


Tree=576
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 1 2 2 2 4 1 2 132 150 2 47 1 0 12 4 2 1 157 4 131 3 3
split_gain=2871.54 469.092 282.452 245.524 172.391 123.728 82.4878 79.8566 73.8198 72.8984 67.7143 51.1284 66.8338 50.6129 67.9313 37.0687 35.3521 35.1471 32.6463 29.0835 32.5814 25.9585 29.9262 24.9159 23.4511 22.1728 20.2716 18.7364 18.4254 18.2596
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.14753000000000002 0.40945500000000007 0.089625000000000024 0.090425000000000019 0.08764000000000001 1.0000000180025095e-35 -0.0091949999999999983 0.090100000000000013 0.076935000000000017 -0.030209999999999997 0.09141500000000001 -0.51843499999999987 0.31358000000000003 0.11829500000000003 -0.066144999999999995 0.015030000000000002 0.091440000000000007 -0.010424999999999999 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 7 -4 13 -5 24 16 12 29 21 17 23 19 -15 -3 20 26 22 -1 -13 -6 -23 -7 -2 -14 -8
right_child=1 2 6 8 9 10 11 -9 -10 -11 -12 15 28 14 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0091323254957040856 0.0075642128345807663 0.0033661589947804335 0.0047239798194168084 0.0065548216314887092 0.0069208040816908043 0.0070853720647436986 0.0029156213125520135 0.0087333792000899042 0.0039945303580960316 0.0037511482827614377 0.0047604463224459586 0.0013059873332508345 0.0027222852024589017 0.0052799052928555225 0.0044445578682076343 0.0028988610778465204 0.0052188829689841258 0.0070821368328896185 0.0048950211538004952 0.0074867821410679412 0.005203830036705063 0.0055999323361057771 0.0074452358014211349 -0.00054334285845991203 0.0051584179485010834 0.0071217769021992179 0.0063379215383881984 0.005977587543825047 0.0015016091852380216 0.0045952086518107208
leaf_weight=21 54 190 26 34 57 153 22 76 63 26 39 50 38 23 23 21 30 274 32 92 30 20 1131 20 20 306 133 20 67 30
leaf_count=21 54 190 26 34 57 153 22 76 63 26 39 50 38 23 23 21 30 274 32 92 30 20 1131 20 20 306 133 20 67 30
internal_value=0 0.00380921 0.0033983 0.00707523 0.00428122 0.00716531 0.00235105 0.00732738 0.00489195 0.00577849 0.00652857 0.00210227 0.00258633 0.00726795 0.00676303 0.00126713 0.00668601 0.00694257 0.00358654 0.00679388 0.00659215 0.00737727 0.00747599 0.000777607 0.00646304 0.00702841 0.00673778 0.0071354 0.00194338 0.00388461
internal_weight=0 673 599 2448 325 2351 274 1874 97 103 477 248 157 1798 320 91 438 297 222 408 316 1478 1152 70 77 326 286 74 105 52
internal_count=3121 673 599 2448 325 2351 274 1874 97 103 477 248 157 1798 320 91 438 297 222 408 316 1478 1152 70 77 326 286 74 105 52
is_linear=0
shrinkage=0.00140032


Tree=577
num_leaves=31
num_cat=0
split_feature=1 52 3 39 4 2 2 0 4 15 12 52 52 16 52 11 132 2 1 3 15 51 47 16 2 151 401 51 51 16
split_gain=170.227 36.4273 22.239 16.6868 16.4472 13.4235 12.816 12.6673 12.5547 14.2537 8.85793 13.0068 18.9299 15.67 9.98098 8.44793 8.36464 11.5163 8.32892 8.87135 7.94135 10.0707 7.93268 7.47171 7.09023 6.96854 6.46302 7.78211 10.0077 8.81275
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.087735000000000021 0.40124500000000002 0.092235000000000025 1.0000000180025095e-35 -0.0058249999999999994 -0.031404999999999995 -0.016799999999999995 0.080890000000000017 0.024145000000000003 -0.092399999999999982 -0.088909999999999989 0.096795000000000006 0.080455000000000013 0.10365500000000001 0.15950500000000004 1.0000000180025095e-35 -0.10217499999999997 -0.46743999999999997 0.067785000000000012 0.078345000000000012 -0.42170999999999997 0.10188000000000001 -0.08341999999999998 0.083100000000000021 0.078435000000000019 0.087505000000000013 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 15 7 -3 -8 20 11 12 -7 -14 -13 26 17 -4 19 -12 -10 23 -5 -22 -20 -21 27 -1 -29 -30
right_child=1 2 16 22 -6 10 8 -9 9 -11 18 14 13 -15 -16 -17 -18 -19 24 25 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0043662762526365624 0.0043368312336176653 0.0041257481154086725 0.0011061908083676263 0.0013057951898816065 0.0014525128678783816 0.0039622170026583367 0.0042664817126626996 0.0015582727773231473 0.0040127903970809623 -6.7669881491529799e-05 0.0022323575856544944 0.0059020532259410246 0.0035582715141530769 0.00019295283069679781 0.0032881265460687117 0.0059400695919467643 0.0023813537143474693 -0.0015297851064326902 0.0064604471669951168 0.0056531245059829689 0.0023840254329700319 0.0038657252093713206 0.0030227193723461701 0.00069392124937995344 0.0041276898166774907 0.0039600203919027783 0.0049169847864588287 0.0016655703553205728 0.0043174262691077318 0.0021051630948211359
leaf_weight=1211 90 105 63 140 22 57 31 24 27 27 29 27 22 39 33 35 29 23 26 26 65 27 34 45 27 499 184 23 109 22
leaf_count=1211 90 105 63 140 22 57 31 24 27 27 29 27 22 39 33 35 29 23 26 26 65 27 34 45 27 499 184 23 109 22
internal_value=0 0.00243754 0.00217046 0.00244862 0.0041966 0.00422208 0.00284884 0.00364808 0.00238442 0.00207896 0.00388115 0.00325571 0.00264113 0.00140667 0.00446439 0.00439104 0.000900558 0.000401221 0.00406456 0.00394904 0.00243237 0.0021209 0.00164129 0.00169262 0.00527206 0.00404387 0.00435604 0.00428043 0.00360533 0.0039459
internal_weight=0 730 640 525 2391 2369 351 129 222 191 785 178 118 61 60 1584 115 86 607 554 164 137 174 110 53 525 1549 1365 154 131
internal_count=3121 730 640 525 2391 2369 351 129 222 191 785 178 118 61 60 1584 115 86 607 554 164 137 174 110 53 525 1549 1365 154 131
is_linear=0
shrinkage=0.00318838


Tree=578
num_leaves=31
num_cat=0
split_feature=1 52 3 39 4 48 50 2 124 15 151 52 47 4 42 158 4 16 12 52 4 4 15 16 124 43 12 1 9 13
split_gain=137.884 29.5061 18.0136 13.5163 13.3223 12.4204 12.8751 11.6774 10.0243 8.54767 10.0212 8.30337 7.81589 7.8115 6.94523 6.81931 9.21326 7.76721 6.95007 6.79237 6.76475 9.51306 8.33004 10.0476 6.74507 13.1234 8.03733 7.85006 8.11604 6.62187
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.087735000000000021 0.40124500000000002 -0.081134999999999999 0.10616500000000001 0.14122000000000004 -0.076779999999999987 -0.026084999999999994 0.050660000000000004 0.12492500000000002 0.11370000000000001 -0.033174999999999989 -0.0060199999999999993 0.07968500000000002 0.042705000000000007 -0.43320999999999993 0.083535000000000012 0.0060650000000000009 0.27834500000000006 0.056795000000000005 -0.46743999999999997 -0.5315899999999999 1.0000000180025095e-35 -0.064334999999999989 -0.086254999999999984 0.13707500000000003 -1.0000000180025095e-35 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 -3 9 8 14 10 11 20 -8 -11 -1 16 29 -18 -17 -4 21 -7 -22 -24 25 26 -5 28 -28 -10
right_child=1 2 19 24 -6 6 12 -9 15 13 -12 -13 -14 -15 -16 18 17 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0047776315370295459 0.0049501355971019118 0.0063461844442379992 0.00036451939719759372 0.00013202414954876636 0.0016579237954758071 0.0021273573387530676 0.0061845570309340906 0.0026799075501933289 0.005069779196921205 0.0030010639666136971 0.0057217727424665301 0.0051851991397200443 0.0031782647196523677 -1.5633678534881352e-05 0.0024803071416007322 0.0070063443385206597 0.0055251379164771392 0.0035302544674859723 0.0052271548344459285 0.0024836943455759119 0.003751413754045346 0.0049895841868602599 0.0027232917372763477 -0.00030837225218473393 0.00039215319766025796 0.0047658743094107156 0.0016512137606948633 0.00075321864927151833 0.0051732970608270286 0.0045228489129314296
leaf_weight=39 90 20 79 37 22 43 31 41 1318 25 21 21 26 32 48 44 41 144 195 36 26 34 33 39 39 28 20 27 23 499
leaf_count=39 90 20 79 37 22 43 31 41 1318 25 21 21 26 32 48 44 41 144 195 36 26 34 33 39 39 28 20 27 23 499
internal_value=0 0.00278226 0.0024774 0.0027949 0.00479007 0.00325172 0.00306474 0.00481916 0.00485684 0.002701 0.00306704 0.0027826 0.00481327 0.00130748 0.00351014 0.00490912 0.00483205 0.00397236 0.0055547 0.00102791 0.00249429 0.0033912 0.00178958 0.00108114 0.00187339 0.00230131 0.00165637 0.0024621 0.00353512 0.00491958
internal_weight=0 730 640 525 2391 351 331 2369 2328 274 217 196 57 57 87 2241 2002 185 239 115 175 77 98 72 174 135 107 70 43 1817
internal_count=3121 730 640 525 2391 351 331 2369 2328 274 217 196 57 57 87 2241 2002 185 239 115 175 77 98 72 174 135 107 70 43 1817
is_linear=0
shrinkage=0.00404364


Tree=579
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 2 1 2 4 52 47 14 15 1 10 1 2 1 51 12 3 49 48 52 52
split_gain=2402.34 404.916 251.075 194.857 141.386 134.024 95.693 87.6166 77.2155 65.0684 62.5852 56.218 47.5136 55.6923 35.4354 26.3433 30.9786 26.1514 24.8863 24.1895 23.8031 46.5382 23.619 27.1198 23.2132 22.2729 18.9207 19.5559 18.8392 18.8285
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.09253500000000002 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.090100000000000013 -0.23083499999999998 -0.41942499999999994 0.091450000000000017 -0.38124499999999995 0.089770000000000016 0.09678500000000001 0.11669000000000002 -0.085989999999999997 0.10061500000000002 -0.010424999999999999 0.10084500000000002 0.09111000000000001 0.40674500000000008 -0.016949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 10 12 24 18 -5 13 -4 -12 16 -3 -14 28 -19 26 -22 23 -18 -6 -15 27 -16 29 -1
right_child=1 2 8 11 9 -7 -8 -9 -10 -11 14 -13 17 25 20 -17 22 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0060319748311079835 0.0060256656522035545 0.0041688008604464765 0.0036231442862400629 0.0055022048978822418 0.0060883631677827819 0.0040404278169202086 0.0035777667255819825 0.0072802212574579724 0.0038650503532293664 0.0032158414112721232 0.0068395727291333929 0.0035843289415708585 0.0021640375915428765 0.0026853290852640976 0.0059636844525521341 0.0042632306162267769 0.0018206811865084872 0.0016734303244419835 0.005815839440728378 8.1625077259520144e-05 0.0035140461048482315 0.0057291110239481458 0.0019210896608016976 0.0033257353464172857 0.004808646854813579 0.0015817722016122008 0.0053964044009211804 0.0053288662799292818 0.0053332070134441047 0.0063870338941572832
leaf_weight=290 76 33 40 34 41 48 22 84 37 24 43 61 32 41 519 33 20 25 206 30 20 42 29 118 40 72 144 80 30 807
leaf_count=290 76 33 40 34 41 48 22 84 37 24 43 61 32 41 519 33 20 25 206 30 20 42 29 118 40 72 144 80 30 807
internal_value=0 0.00342311 0.0031015 0.00594861 0.0037928 0.00601688 0.00605836 0.00608245 0.00225795 0.00494428 0.00603632 0.00427073 0.00201019 0.00241119 0.00578249 0.0032739 0.00311066 0.00130499 0.0061978 0.000805173 0.00572602 0.00501457 0.00290157 0.00310761 0.0054564 0.00198218 0.00578539 0.0058789 0.00626762 0.00629317
internal_weight=0 691 615 2430 338 2335 2287 2265 277 105 2181 95 240 153 848 233 200 87 1333 55 805 62 167 138 81 113 743 599 1127 1097
internal_count=3121 691 615 2430 338 2335 2287 2265 277 105 2181 95 240 153 848 233 200 87 1333 55 805 62 167 138 81 113 743 599 1127 1097
is_linear=0
shrinkage=0.00119516


Tree=580
num_leaves=31
num_cat=0
split_feature=1 4 155 150 0 4 2 2 123 1 2 12 11 52 1429 3 151 4 2 12 42 49 13 40 13 1 157 3 159 50
split_gain=125.99 26.9231 17.5545 13.3122 22.6585 11.8642 11.0993 10.5635 9.66857 8.69077 8.43372 8.29585 7.56909 9.05156 7.85972 13.157 8.03709 7.26823 9.20784 7.12783 6.729 6.54878 10.7092 6.10746 5.76716 7.8179 5.68209 6.92429 5.66042 6.73447
threshold=0.10312500000000001 0.27044500000000005 0.10158500000000002 1.0000000180025095e-35 -0.026509999999999995 0.40124500000000002 0.25063000000000007 0.094835000000000017 0.084025000000000016 0.13075500000000004 0.15109000000000003 0.093965000000000007 1.0000000180025095e-35 0.088785000000000017 0.084770000000000012 -0.087429999999999994 0.055020000000000006 -0.064804999999999988 1.0000000180025095e-35 0.095780000000000018 0.097640000000000018 -0.061079999999999988 -0.0044799999999999987 -0.078554999999999986 -0.086134999999999975 0.11061500000000002 -0.0041249999999999993 -0.10023499999999998 0.11389500000000001 0.11859500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 17 7 9 12 10 23 19 -4 14 -14 16 -16 28 -2 -19 20 26 22 -5 -3 -20 -26 -9 -28 29 -1
right_child=1 6 11 21 -6 -7 -8 8 -10 -11 -12 -13 13 -15 15 -17 -18 18 24 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0041229748030677388 0.0049430318631051035 0.0006525020691574453 0.0062438019414638004 0.0011898059909243304 0.00022446744482920055 0.0013614648830041147 -0.00072329298733391726 0.0047165065775650683 0.0017547185463964254 0.0010208563074314966 0.0014782812633800891 0.003606122133247687 0.0057647346411322633 0.0031967937617729918 0.00057354292185650901 0.0036379930875591188 0.0025960004941887726 0.0036925292451175664 0.0035627095680904994 0.0032822321563056867 0.0059287421218103559 -0.00019498505517936157 0.0036510168504627328 0.0024700466822580617 0.0028862173885248355 -3.6683629723623542e-05 0.0021860066286935741 0.0038829748092104196 0.0028782874533772418 0.0027482972840686443
leaf_weight=1426 29 25 20 67 30 22 24 71 35 131 21 43 55 22 20 81 45 112 20 286 20 20 29 138 20 22 33 166 46 42
leaf_count=1426 29 25 20 67 30 22 24 71 35 131 21 43 55 22 20 81 45 112 20 286 20 20 29 138 20 22 33 166 46 42
internal_value=0 0.00222877 0.00279964 0.0025029 0.00296917 0.00383473 0.00148916 0.0038577 0.00348313 0.00166977 0.00358446 0.00444348 0.00399398 0.00503104 0.00394588 0.00303117 0.00400514 0.00337479 0.00311342 0.00366125 0.00403503 0.00156635 0.0019333 0.00219128 0.00206728 0.00135517 0.00389476 0.00360157 0.00404702 0.00408364
internal_weight=0 730 412 349 233 2391 318 2369 632 294 597 63 1737 77 1660 101 1559 203 174 576 290 116 96 163 62 42 270 199 1514 1468
internal_count=3121 730 412 349 233 2391 318 2369 632 294 597 63 1737 77 1660 101 1559 203 174 576 290 116 96 163 62 42 270 199 1514 1468
is_linear=0
shrinkage=0.00338353


Tree=581
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 1 159 2 4 457 14 16 2 4 0 3 4 12 3 0 4 0 47 50 1 131 43 157
split_gain=2377.59 370.846 239.522 208.743 139.427 111.28 81.1759 72.0484 71.6667 63.5724 56.0744 54.106 57.7225 53.3828 44.4877 45.9325 43.4036 34.1164 33.9044 36.0214 31.9998 30.9633 47.9248 28.9161 25.0037 23.7342 22.2989 21.0335 20.9161 20.2808
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13913500000000004 0.09253500000000002 -1.0000000180025095e-35 0.11474000000000002 0.40124500000000002 0.29113500000000009 0.062655000000000016 -0.44310499999999992 0.17025000000000004 0.40945500000000007 -0.079119999999999982 0.30112000000000005 -0.49013999999999996 0.08401500000000002 0.0068900000000000012 -0.11173999999999999 -0.0016099999999999997 -0.16360999999999995 0.090100000000000013 0.083640000000000006 0.11829500000000003 0.091440000000000007 -0.018859999999999998 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 24 6 11 -5 -4 26 13 12 16 -7 15 17 21 20 25 -20 -10 22 23 -1 -3 28 -6 -2 -18 -23
right_child=1 2 8 7 9 10 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 18 -19 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005040372135511775 0.0057119081635614516 0.0026704430380364639 0.0036773646084262671 0.0050602794499654911 0.0052841209128453416 0.005703759814556523 0.0032653318654002452 0.0030259866822368157 0.0023619369662609855 0.0028883293909318978 0.0031926187340292726 0.0037472950114174697 0.0065141912532182674 0.0046494754727654623 0.00080787131518361699 0.0015610641716448949 0.0045598955030411907 0.0015560983835324782 0.0041228519551499577 0.0052477193756045757 0.0042423831861753214 0.0047266377463141039 0.0060724648779578415 0.003188760006028888 0.0037465419651696811 0.0069077243385884174 0.0039019574618203668 0.0043598821433616193 0.0058399717824716407 0.005714042192974892
leaf_weight=23 54 190 26 34 57 85 20 63 24 26 25 21 78 215 54 126 20 22 39 487 22 27 28 20 32 21 20 20 85 1157
leaf_count=23 54 190 26 34 57 85 20 63 24 26 25 21 78 215 54 126 20 22 39 487 22 27 28 20 32 21 20 20 85 1157
internal_value=0 0.00296795 0.0026741 0.00535811 0.00332801 0.00542491 0.00552305 0.00373904 0.00189848 0.00441098 0.00481315 0.00554556 0.00556458 0.00494819 0.00171198 0.00196365 0.00552574 0.0027096 0.00529001 0.00516432 0.00326128 0.00564821 0.00492581 0.00417916 0.00282556 0.00581474 0.00492512 0.0053465 0.00559615 0.00569153
internal_weight=0 673 599 2448 325 2351 2026 97 274 103 325 2006 1985 300 248 194 1907 68 652 526 46 1255 71 43 222 126 77 74 105 1184
internal_count=3121 673 599 2448 325 2351 2026 97 274 103 325 2006 1985 300 248 194 1907 68 652 526 46 1255 71 43 222 126 77 74 105 1184
is_linear=0
shrinkage=0.00112622


Tree=582
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 3 3 1 14 12 49 4 1 1 2 159 150 15 2 0 1 3 1 2 49 3 2 43
split_gain=2464.39 408.291 218.503 171.27 164.03 117.822 81.5929 76.5833 84.9822 68.513 56.3812 53.3067 40.6238 38.2888 61.7834 36.3512 30.9746 30.2774 40.7629 29.5311 28.8336 27.2125 27.1534 29.0827 25.3269 24.9691 24.8211 22.7281 21.7268 21.0085
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.089885000000000007 0.14285500000000004 0.31370500000000007 0.076840000000000006 0.09253500000000002 0.062655000000000016 -0.42850999999999995 -0.054984999999999992 -0.013125 0.086455000000000018 0.091450000000000017 0.14753000000000002 0.082585000000000006 1.0000000180025095e-35 -0.15914499999999995 0.11474000000000002 0.18019500000000002 0.13146500000000003 0.149315 0.13075500000000004 -0.0091949999999999983 -0.054984999999999992 -0.0069549999999999994 0.11411 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 17 10 13 8 16 -4 15 -9 -2 21 -15 -1 24 18 20 -16 27 29 -10 -24 -6 -17 -20 -3 -5 -7
right_child=1 4 9 28 7 6 -8 11 22 -11 -12 -13 -14 14 19 25 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054941460638092392 0.0034775073361849843 0.0036007760782037664 0.0048335503120903569 0.0035686072386007009 0.002648685581962614 0.0053902291243854133 0.0034738903777187264 0.0020882140569334524 0.0021999439401439091 0.0029535045470795002 0.0064784524297209619 0.00040358952985745532 0.0049830589644863756 0.0049479391800504972 0.004591382507097592 0.0038867237268993765 0.00082402560984157734 0.0023264340420379851 0.0032860398795747626 0.0028612262243271529 0.0028852047443968364 0.0040318040087091453 0.0045942762912739663 0.0028668705408101559 0.0015542363979198562 0.0051327533305189684 0.0018892065903409988 0.0050081926410903577 0.0024539173323514245 0.0047556642711716855
leaf_weight=1129 24 24 34 31 42 396 39 34 20 61 59 56 127 366 20 20 32 38 38 25 21 20 21 23 55 192 23 28 54 69
leaf_count=1129 24 24 34 31 42 396 39 34 20 61 59 56 127 366 20 20 32 38 38 25 21 20 21 23 55 192 23 28 54 69
internal_value=0 0.00293274 0.00520409 0.00406545 0.00234522 0.00526828 0.00497657 0.00184846 0.00222546 0.00362636 0.0054631 0.00104 0.00474377 0.00504198 0.00480366 0.00541843 0.00172943 0.00316258 0.00339969 0.00363018 0.00393476 0.00524393 0.00322526 0.00369131 0.00202812 0.0050152 0.00275937 0.00435862 0.00286045 0.00529607
internal_weight=0 691 2430 236 455 2335 935 283 193 95 1400 90 151 896 411 1341 129 172 134 45 73 485 64 44 97 212 61 52 85 465
internal_count=3121 691 2430 236 455 2335 935 283 193 95 1400 90 151 896 411 1341 129 172 134 45 73 485 64 44 97 212 61 52 85 465
is_linear=0
shrinkage=0.00106127


Tree=583
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 10 4 2 11 4 0 3 4 48 133 2 15 483 42 4 156 1428 2 150 133 15 3 11 16 160
split_gain=130.523 27.789 16.3506 17.7865 11.7529 10.9623 10.735 10.6224 8.28574 8.82732 11.5299 10.2378 8.7294 8.672 8.53703 8.20027 10.385 8.02825 7.98522 7.73387 10.8545 6.86126 7.53172 6.81428 9.7021 6.70611 6.67764 6.34777 6.08307 6.07
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.076779999999999987 -0.062879999999999978 0.41257000000000005 0.14285500000000004 0.095720000000000013 -0.082249999999999976 -0.038659999999999993 0.092670000000000016 0.0045450000000000013 0.092475000000000016 0.089595000000000022 0.13712500000000002 0.013270000000000002 0.089025000000000007 -0.0060199999999999993 -0.50052499999999989 0.088610000000000008 0.094820000000000015 0.11411 0.11648500000000002 0.089200000000000015 -0.43375999999999998 -0.116045 0.084110000000000004 0.062650000000000025 0.08443500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 15 18 -4 21 8 9 13 11 14 -13 19 29 16 17 23 -1 26 -21 22 27 24 -3 -8 -6 -2 -7 -11
right_child=1 2 5 -5 7 28 25 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037912246208560746 0.0031974458717528857 0.0022312960493909729 -0.0015849630667576452 0.0051030123718287974 0.0069475027397917239 0.00052918096407757133 0.0028649386289458772 0.002144615216861598 0.0017650521941469323 0.0039102693538685717 0.0012806116873777329 0.00064346452187827839 0.0034544065146391413 0.0023418394740892896 0.0034521733757651172 0.00087843578823222905 0.0038305041334252554 0.0033828412522895384 0.0018136282584714745 0.0042818708565035574 0.0017868622818268955 0.0051407703709383523 0.0016386375849783699 0.00014375377532261559 0.00028219434461388212 0.00069067069570652787 0.004743166087335389 0.0049332761994314517 0.0025930614185841372 0.0045973416820247323
leaf_weight=39 102 162 21 20 20 55 37 39 20 993 20 20 31 25 412 71 35 35 53 472 20 25 26 28 34 27 62 30 22 165
leaf_count=39 102 162 21 20 20 55 37 39 20 993 20 20 31 25 412 71 35 35 53 472 20 25 26 28 34 27 62 30 22 165
internal_value=0 0.00221201 0.00174918 0.00205711 0.00381455 0.00053947 0.00311705 0.00386108 0.0038907 0.00390968 0.00378386 0.00381475 0.00235208 0.00425434 0.00386226 0.00189021 0.00213455 0.00190536 0.00265196 0.00433764 0.00418045 0.00352602 0.00327052 0.00167451 0.00189319 0.00194767 0.00528081 0.00359195 0.00111886 0.00400817
internal_weight=0 730 483 385 2391 98 247 2299 2260 2240 1641 1621 51 599 1570 365 294 259 92 574 492 183 158 224 196 64 82 132 77 1158
internal_count=3121 730 483 385 2391 98 247 2299 2260 2240 1641 1621 51 599 1570 365 294 259 92 574 492 183 158 224 196 64 82 132 77 1158
is_linear=0
shrinkage=0.00331719


Tree=584
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 47 2 14 2 16 11 1 4 1 2 1 159 52 15 15 15 150 2 1 49 4 16
split_gain=2872.05 441.186 232.918 210.496 161.59 132.102 113.735 95.8275 77.2651 71.8566 67.1947 54.0361 48.59 40.6505 41.571 63.5148 40.5997 38.4837 33.4977 32.6821 32.6664 30.6019 30.5651 28.2784 26.6185 31.3504 22.7798 20.901 20.3702 20.2664
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.085505000000000012 0.13712500000000002 0.062655000000000016 0.14960000000000004 -0.061854999999999993 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.12337000000000002 0.094835000000000017 0.086920000000000011 0.082585000000000006 0.12418000000000001 -0.41942499999999994 1.0000000180025095e-35 -0.053579999999999996 1.0000000180025095e-35 0.11237500000000002 0.13075500000000004 -0.054984999999999992 -0.036839999999999991 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 16 19 6 10 17 11 13 18 20 -10 14 29 -16 28 -1 -4 24 22 -13 -6 -19 25 -3 -5 -26 -2 -8
right_child=1 4 5 26 8 -7 9 -9 12 -11 -12 21 -14 -15 15 -17 -18 23 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0074970834697412449 0.0071651861935448655 0.0057089301730675855 0.0072531982714959609 0.0041204328469403827 0.0020110568876345611 0.0040779069130329765 0.0067661905437602131 0.0041831389017373899 0.0028581509722302558 0.0048933631369417734 0.0084934544485994693 0.0022630197323779723 0.0049861697277765737 0.0075306524780234599 0.0070048106828302396 0.0044252786408421315 0.0048271621774336488 0.0063912476741799567 0.0068129044318294557 0.0031097070396052359 0.0038859336468342089 0.00051548383456921306 0.0037002790545855486 0.0044722785625310934 0.0043816886292373357 0.0039401522330544288 0.0026583934925686207 0.0027724097918274001 0.0060954068272800191 0.0061805126800473474
leaf_weight=26 50 40 927 60 96 26 598 69 45 38 60 27 28 81 28 34 27 30 397 38 26 40 21 21 37 27 24 20 67 113
leaf_count=26 50 40 927 60 96 26 598 69 45 38 60 27 28 81 28 34 27 30 397 38 26 40 21 21 37 27 24 20 67 113
internal_value=0 0.00386366 0.00682206 0.0052983 0.00312861 0.00692058 0.00695305 0.0052686 0.00255036 0.00659989 0.00718067 0.00215963 0.00367438 0.00667583 0.00658625 0.00559023 0.00622906 0.00624129 0.00712118 0.00413877 0.00260001 0.00121971 0.00231425 0.00560108 0.00445413 0.00499614 0.00370271 0.00381703 0.00655258 0.00667311
internal_weight=0 673 2448 228 445 2302 2276 146 283 892 1384 210 73 854 773 62 144 77 1324 162 143 67 117 51 124 67 84 57 117 711
internal_count=3121 673 2448 228 445 2302 2276 146 283 892 1384 210 73 854 773 62 144 77 1324 162 143 67 117 51 124 67 84 57 117 711
is_linear=0
shrinkage=0.00126831


Tree=585
num_leaves=31
num_cat=0
split_feature=1 3 3 3 132 0 45 3 4 1 39 1 2 132 1 3 4 0 131 16 2 16 150 132 160 4 4 49 42 13
split_gain=121.621 27.123 13.2972 15.9147 13.231 11.9869 11.336 11.2735 10.2789 12.1749 9.90892 9.89217 9.78124 9.60004 9.28084 8.01495 9.20193 8.65731 8.39838 8.38446 7.99193 7.88391 7.44843 7.29361 7.05804 9.65926 11.3259 7.03162 6.62202 15.9121
threshold=0.10124500000000002 -0.053259999999999995 0.31370500000000007 0.076840000000000006 -1.0000000180025095e-35 0.18019500000000002 0.081955000000000014 0.11658 0.042705000000000007 0.083345000000000016 0.11593500000000001 0.13075500000000004 0.13913500000000004 0.10365500000000001 0.093205000000000024 0.086245000000000016 -0.49013999999999996 -0.085669999999999982 0.095205000000000026 -0.0073349999999999986 0.15950500000000004 -0.43320999999999993 1.0000000180025095e-35 0.078465000000000021 -0.55248999999999981 -0.39518999999999993 -0.14098499999999997 0.14233500000000002 -0.025789999999999997 -0.0075049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 10 -2 6 8 -5 12 21 28 23 15 20 -11 17 -17 18 -1 -18 -4 -10 27 -6 -19 -26 -27 -9 -3 -30
right_child=1 2 13 7 11 -7 -8 22 9 14 -12 -13 -14 -15 -16 16 19 24 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0045220798021931028 0.00050869368727839127 0.0034617800329754737 0.00082235970077696797 0.0045777388154048726 0.0040965855062014235 0.0016989092558400204 0.0067261514851756554 0.0040519938373883291 0.0047491810212429006 -6.5063455041763232e-05 -0.00069510606716051144 0.0018525018002368747 0.0016339158072127499 0.0025001428339609076 0.0030172165933015347 0.0046511486439446336 0.0032989462556708695 0.0019206737652123973 0.0067741944173057411 0.00060932990208668045 -0.0017781833803739101 0.003372977083934782 0.0012626027110613832 0.0021820490993459539 0.0055586940497121219 0.0018181193770257311 0.0040998709483896553 0.0014329196331015156 0.0021135563991710759 -0.00063969649623270329
leaf_weight=647 21 29 51 48 192 28 22 44 82 20 23 40 20 29 38 42 53 20 23 22 23 175 43 31 59 30 1067 20 144 35
leaf_count=647 21 29 51 48 192 28 22 44 82 20 23 40 20 29 38 42 53 20 23 22 23 175 43 31 59 30 1067 20 144 35
internal_value=0 0.00240602 0.0018832 0.00219517 0.00330623 0.0040809 0.00410965 0.00310303 0.0040846 0.00347002 0.001586 0.00352961 0.00418222 0.000714041 0.00195436 0.00420819 0.00327861 0.0042671 0.00459939 0.00250999 1.40828e-05 0.00381208 0.00244148 0.00383044 0.00407779 0.00411511 0.00403747 0.00323353 0.00183824 0.00157521
internal_weight=0 773 489 386 284 2348 2320 155 2298 315 231 263 1983 103 58 1963 117 1846 670 75 74 257 107 223 1176 1156 1097 64 208 179
internal_count=3121 773 489 386 284 2348 2320 155 2298 315 231 263 1983 103 58 1963 117 1846 670 75 74 257 107 223 1176 1156 1097 64 208 179
is_linear=0
shrinkage=0.00366245


Tree=586
num_leaves=31
num_cat=0
split_feature=1 4 148 13 12 40 15 393 3 14 2 51 2 133 151 3 2 42 16 159 52 0 133 3 52 133 157 4 12 12
split_gain=98.8519 21.502 16.8227 13.0789 14.3892 12.6457 10.8583 14.2095 13.9526 9.96705 9.06174 8.44434 8.37462 8.33897 11.4101 9.62382 9.50956 8.90121 21.6679 8.56714 8.05937 8.77136 7.82322 7.45354 10.6983 7.80684 7.14309 7.06069 9.08279 6.88804
threshold=0.10337500000000001 0.27044500000000005 -0.066239999999999979 -0.28558999999999996 -1.0000000180025095e-35 -0.0036699999999999992 0.040760000000000005 0.086030000000000009 -0.15327499999999997 0.08104500000000002 -0.13033999999999998 0.08955500000000001 0.25063000000000007 0.076280000000000014 0.032230000000000009 0.11296500000000002 0.089605000000000018 0.08426500000000002 0.0057500000000000008 0.082585000000000006 -0.42635499999999998 -0.061629999999999997 0.087575000000000014 -0.13309499999999996 0.12418000000000001 -0.073829999999999993 -0.019454999999999997 0.024790000000000003 0.092465000000000006 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 11 7 9 -8 10 -1 -5 23 14 15 16 17 -12 -19 20 -18 26 -15 -3 25 -25 -22 28 -6 -10
right_child=1 12 3 4 27 -7 8 -9 29 -11 13 -13 -14 22 -16 -17 19 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010725275328225536 -0.00030674659460201958 0.0026921921970313382 0.001270897406953114 0.0035136385572388617 0.0054923422803277991 -0.00047196800234356774 0.0060610477220150736 0.00064819991643815672 0.0051664379281699813 0.0060422754968839807 0.0045561960234047801 0.00072899213793009468 -0.00069768827422215108 0.0044809568054115642 0.001259538660593351 0.0010178665507103596 0.0039312222030015928 0.0040658171919335387 0.00045814972163279647 0.0041464389659697457 0.00076787155206288395 0.00093840200982695443 0.0035455376018130522 -0.0010442403091746634 0.0033134059941178659 0.001230161632674093 0.0031099440926859161 0.0028810005848751326 0.0035145998409027682 0.003842613478554861
leaf_weight=21 24 67 57 55 52 22 44 24 58 22 162 21 24 201 37 23 60 103 30 77 21 46 329 24 31 172 135 83 86 1010
leaf_count=21 24 67 57 55 52 22 44 24 58 22 162 21 24 201 37 23 60 103 30 77 21 46 329 24 31 172 135 83 86 1010
internal_value=0 0.00214918 0.00272559 0.00291914 0.00321366 0.0020222 0.00372887 0.00349581 0.00399944 0.00354975 0.0035057 0.0027442 0.00142413 0.00354745 0.00327799 0.00339166 0.00347778 0.00396823 0.00325206 0.00305098 0.00272904 0.00237195 0.00390029 0.00159734 0.00127419 0.000951663 0.00279467 0.00374199 0.00425984 0.00391451
internal_weight=0 718 400 376 319 98 2403 1291 1112 1267 1245 76 318 1224 694 657 634 295 133 339 262 202 530 294 227 196 156 221 138 1068
internal_count=3121 718 400 376 319 98 2403 1291 1112 1267 1245 76 318 1224 694 657 634 295 133 339 262 202 530 294 227 196 156 221 138 1068
is_linear=0
shrinkage=0.0037357


Tree=587
num_leaves=31
num_cat=0
split_feature=1 12 1456 457 43 13 3 48 42 51 1 3 9 4 12 41 43 43 15 16 3 52 129 160 4 51 49 0 16 148
split_gain=81.4435 22.2554 14.466 11.8888 13.6934 13.9846 12.0345 11.3105 8.95788 8.57904 11.767 8.52814 8.01136 9.9193 6.83505 8.22749 7.47627 8.20169 6.7927 6.39829 8.12012 6.18268 5.92411 5.61269 5.39083 8.33956 8.42112 6.00195 5.38869 5.15479
threshold=0.11829500000000003 0.051320000000000005 -0.077604999999999993 0.10613500000000002 -0.078654999999999989 0.18141000000000002 0.11924500000000002 0.083685000000000009 0.08426500000000002 -0.40274499999999996 0.16773500000000005 -0.095524999999999985 0.081890000000000004 0.40124500000000002 0.086505000000000012 0.077565000000000009 0.08845500000000002 0.016310000000000002 0.13592500000000005 -0.071854999999999988 -0.14186499999999996 0.19022000000000003 0.102035 -0.086829999999999977 -0.00099499999999999979 -0.082744999999999985 -0.0020949999999999996 -0.23194499999999998 0.62925500000000012 -0.066239999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 11 8 -4 -2 21 -6 13 14 16 18 17 -3 19 -16 28 29 -22 -13 25 -25 -27 -26 -21 -11
right_child=9 12 3 -5 6 -7 -8 -9 -10 10 -12 23 -14 -15 15 -17 -18 -19 -20 20 22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0039922534656765792 0.0027829786906072972 0.0029950984799660915 -0.0010214702962969232 0.00021000900420663923 0.0010411021425817694 0.0029335611808686138 0.0011871866876061274 0.0016816431082393604 0.0013449287809215128 -0.00031655618783798785 -0.001174981165051141 0.0038098164105063578 0.0042328895095078327 0.0009001654361794544 0.0028551775290236387 0.00098365078364696197 0.0047399380026599582 0.0014591722119213515 0.0014410488637553937 0.0039967690909454385 0.0024130918560128808 0.0026460625898055588 0.00082417010969651646 0.0030047053606593868 0.0015483679533274191 0.0023346310984548083 -0.00025334428256893756 0.0033174849293017292 0.002482336687081697 0.0011068821591147507
leaf_weight=31 24 526 35 33 26 37 60 69 23 24 21 41 29 27 724 27 20 32 41 47 667 21 21 41 20 24 20 99 36 275
leaf_count=31 24 526 35 33 26 37 60 69 23 24 21 41 29 27 724 27 20 32 41 47 667 21 21 41 20 24 20 99 36 275
internal_value=0 0.00256144 0.00203668 0.00192187 0.00203599 0.00133998 0.00238084 0.000875711 -8.30707e-05 0.00108077 0.000960962 0.00264512 0.00269495 0.00267438 0.00269676 0.00259555 0.00297044 0.00290702 0.00262388 0.00265632 0.00246959 0.00110113 0.00236459 0.00281534 0.00261547 0.00204891 0.00115828 0.00302015 0.00333991 0.000992626
internal_weight=0 2756 559 528 495 164 331 127 58 365 341 271 2197 2168 2141 1563 578 558 1536 1495 771 320 688 245 204 85 44 119 83 299
internal_count=3121 2756 559 528 495 164 331 127 58 365 341 271 2197 2168 2141 1563 578 558 1536 1495 771 320 688 245 204 85 44 119 83 299
is_linear=0
shrinkage=0.00294557


Tree=588
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 14 1 47 2 2 2 4 2 52 49 47 14 1 51 15 457 12 4 1 12 10 475 52
split_gain=2374.56 409.494 250.818 201.798 137.934 128.154 91.9188 85.0457 82.1975 81.4175 50.1393 49.195 43.6777 46.3075 36.832 33.5074 25.7516 21.899 22.3407 23.3343 24.7061 20.6638 20.5346 36.6219 22.4914 20.1226 20.0695 19.6889 18.6821 18.481
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088105000000000003 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.10672500000000001 0.089885000000000007 0.14753000000000002 0.42051500000000003 0.094835000000000017 -0.56022499999999986 0.088340000000000016 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 -0.41942499999999994 0.080930000000000016 0.086915000000000006 0.033845000000000007 0.086920000000000011 0.10061500000000002 -0.38124499999999995 -0.08230999999999998 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 8 6 17 7 11 14 12 26 25 13 -4 -1 -13 -16 18 -3 20 -20 -14 24 -24 28 29 -7 -23 -17 -5
right_child=1 2 9 4 -6 10 -8 -9 -10 -11 -12 15 21 -15 16 22 -18 -19 19 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0062678088220226805 0.0058421756238939797 0.0038814024105377652 0.003132929703112399 0.0060961031042363664 0.0027589999242340906 0.0057726753711856539 0.0040179925183031918 0.0070225916198335351 0.0034027794096903935 0.0037504902112101076 0.0034116768075705293 0.0065922038764277833 0.0019689404283753822 0.0017840223110739601 0.0037103024828942159 0.0064107385447074233 0.0053643368640816248 0.0040452128717757482 0.0018244497406519141 0.0018709898277352234 0.0032336725859655594 0.0015526878073306696 0.003750190189434616 0.0058647826052753461 0.0052513433005462766 0.0057524551155837518 0.0045753617875313544 0.00014474056860426326 0.0056522018020952166 0.005074799281946059
leaf_weight=28 76 33 54 902 20 40 37 86 64 37 30 45 32 99 24 49 28 32 20 29 117 25 23 22 189 394 37 30 494 25
leaf_count=28 76 33 54 902 20 40 37 86 64 37 30 45 32 99 24 49 28 32 20 29 117 25 23 22 189 394 37 30 494 25
internal_value=0 0.00327627 0.00295918 0.00573789 0.00582264 0.00363659 0.00584968 0.00588009 0.00439254 0.0021326 0.00469669 0.00583424 0.00188317 0.00226011 0.00518434 0.00560918 0.00460094 0.00314554 0.00300087 0.00282583 0.00302795 0.00122029 0.00555225 0.00478399 0.00559948 0.00597428 0.00519734 0.000784717 0.00572065 0.00606856
internal_weight=0 691 615 2430 2286 338 2266 2229 144 277 107 2143 240 153 80 822 52 231 199 166 137 87 777 45 732 1321 77 55 543 927
internal_count=3121 691 615 2430 2286 338 2266 2229 144 277 107 2143 240 153 80 822 52 231 199 166 137 87 777 45 732 1321 77 55 543 927
is_linear=0
shrinkage=0.00117172


Tree=589
num_leaves=31
num_cat=0
split_feature=1 12 44 4 474 1 12 16 10 10 2 4 4 47 52 39 43 133 123 14 0 151 3 1 3 1444 4 42 42 4
split_gain=77.2398 21.1866 13.8201 13.8442 14.2142 15.8639 12.2939 9.46982 8.69203 10.7602 18.1791 7.80163 7.34519 6.92157 6.89469 10.011 6.8865 6.58019 7.30013 7.8669 6.54643 11.862 8.27604 7.20434 6.77274 6.60593 8.44209 6.71567 6.15663 6.14105
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -1.0000000180025095e-35 0.24134000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.116525 0.053180000000000012 0.50996500000000011 0.11518500000000002 0.056145000000000007 0.089200000000000015 -0.11720999999999999 -1.0000000180025095e-35 0.11679000000000002 -0.41790499999999997 -0.092404999999999973 -0.085164999999999977 -0.15327499999999997 0.079415000000000013 -0.045649999999999989 -0.083894999999999983 -0.51843499999999987 0.089905000000000013 0.084755000000000011 -0.029144999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -8 14 10 13 20 -11 -10 15 -2 -7 -12 19 -19 21 -3 28 -24 25 -22 -27 -28 -23 -21
right_child=8 11 -4 4 -6 16 7 -9 9 12 17 -13 -14 -15 -16 -17 -18 18 -20 29 24 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012076943095482796 -0.00274801181732399 0.0014606029053864584 0.0057290112651149205 0.0035253720328891325 -0.00032142953898825738 0.0042013364074834506 0.0068591325642564155 0.003780551899905062 0.0052872232391478419 -0.0018149512759845206 -0.00047804841177832733 0.0031137103423863883 0.0015024881633121142 0.0025013731455315567 0.0020403332353984803 0.00093854862084484655 0.001614519449962386 0.0043358790734079455 -0.00021179661107688239 0.0035639448845384628 0.0014589207527260751 0.0049523754776895261 0.0049122590039730853 0.0027685028024894008 0.0013995475279927319 0.0064838169495378675 0.0039667384378777176 0.0033645594631247114 0.0082138294092730033 0.0011023251998196623
leaf_weight=20 22 20 28 179 32 20 28 48 38 21 25 283 27 27 27 32 204 26 25 24 21 21 121 36 21 21 1179 454 20 71
leaf_count=20 22 20 28 179 32 20 28 48 38 21 25 283 27 27 27 32 204 26 25 24 21 21 121 36 21 21 1179 454 20 71
internal_value=0 0.00357962 0.00284836 0.00269646 0.00237734 0.00259164 0.00414246 0.00491477 0.00152016 0.00186687 0.00223618 0.00376568 5.11084e-05 0.00413002 0.000304522 -0.000563383 0.00184549 0.0015163 0.00185779 0.00228539 0.00386208 0.00454834 0.00486023 0.0044207 0.00377387 0.00380364 0.00383341 0.00379932 0.00654333 0.00172421
internal_weight=0 2756 559 531 435 403 96 76 365 284 236 2197 48 65 81 54 224 171 146 121 1914 218 198 157 1696 1675 1654 1633 41 95
internal_count=3121 2756 559 531 435 403 96 76 365 284 236 2197 48 65 81 54 224 171 146 121 1914 218 198 157 1696 1675 1654 1633 41 95
is_linear=0
shrinkage=0.004207


Tree=590
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 49 1 4 4 49 457 1 0 1 4 475 1 2 1 47 3 156 52
split_gain=3517.13 521.635 300.996 271.643 198.813 178.193 133.775 111.153 98.5742 95.9857 87.7881 63.7243 75.0688 57.763 50.4431 45.13 41.1159 37.9778 36.3219 36.1923 32.5706 31.209 30.4852 25.4019 25.3749 25.0087 21.8461 21.0144 20.6871 27.7879
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0067750000000000006 -0.15289999999999995 -0.054984999999999992 0.080930000000000016 0.16175000000000003 -0.079119999999999982 0.12000500000000001 -0.55119499999999988 -0.079029999999999975 0.13075500000000004 0.089775000000000008 0.13265500000000002 0.090280000000000013 -0.12711499999999995 1.0000000180025095e-35 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 20 11 -8 -4 17 12 13 -1 19 -10 -2 22 -6 -13 -3 -21 -7 -5 -15 -17 -18 -23 29 -24
right_child=1 4 9 23 18 10 8 -9 15 -11 -12 14 -14 24 -16 25 26 -19 -20 21 -22 27 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013510970536188638 0.011359657551738395 0.0098780325308600696 0.013031027735099484 0.010519244734727101 0.0084932549783667526 0.014045833981984741 0.011977787895675661 0.015184992839155417 0.011833409293058017 0.010489439719486965 0.011200928025577494 0.013912963574940087 0.014486736165166615 0.012316640363815122 0.012891835670725771 0.010085994759577005 0.013677607549162635 0.011576037420906774 0.0067127597420237476 0.014935656368129146 0.00834609333248321 0.012463607793376089 0.012561394703308955 0.0090353011962359814 0.010797618751579377 0.0087150494281291215 0.012640744123232356 0.013495550402549203 0.013784779965852315 0.013285635649719588
leaf_weight=46 23 30 34 60 90 50 54 76 20 63 41 1147 35 44 96 141 58 24 21 21 66 32 160 24 26 23 63 351 47 155
leaf_count=46 23 30 34 60 90 50 54 76 20 63 41 1147 35 44 96 141 58 24 21 21 66 32 160 24 26 23 63 351 47 155
internal_value=0 0.0103381 0.0134848 0.0118375 0.00956985 0.0135716 0.0100396 0.0137409 0.0105296 0.0113803 0.0129064 0.0136799 0.0129219 0.0124498 0.0137494 0.0101046 0.0128538 0.0130667 0.0081564 0.0138024 0.00882482 0.0134887 0.0131536 0.0100953 0.0117524 0.00989373 0.0131378 0.0134093 0.0130303 0.0129178
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 151 116 1647 184 144 436 111 1551 96 404 412 84 70 164 121 383 362 315
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 151 116 1647 184 144 436 111 1551 96 404 412 84 70 164 121 383 362 315
is_linear=0
shrinkage=0.00121906


Tree=591
num_leaves=31
num_cat=0
split_feature=1 12 1456 1375 43 157 3 13 13 10 34 2 2 4 4 0 40 52 13 3 159 484 51 160 47 160 151 158 133 39
split_gain=76.4788 21.1178 12.664 10.3262 11.7199 12.0441 10.6436 8.52927 8.02959 7.89248 9.54679 8.50259 11.3362 7.42967 7.35007 6.87574 9.68759 6.48045 6.24601 9.21809 7.86788 8.78425 6.15164 7.89587 5.82053 5.57907 5.576 7.37589 5.48401 6.27328
threshold=0.11829500000000003 0.051320000000000005 -0.077604999999999993 -0.096099999999999977 -0.077604999999999993 -0.078254999999999977 0.11924500000000002 0.23855500000000004 0.0076650000000000008 -1.0000000180025095e-35 -0.028109999999999996 0.11870500000000002 -0.18970999999999996 1.0000000180025095e-35 0.053180000000000012 -0.08867499999999999 -1.0000000180025095e-35 0.048770000000000008 -0.085384999999999975 -0.15447499999999995 0.10904500000000002 -0.15445499999999998 0.11144500000000002 -0.42113499999999993 0.11518500000000002 -0.089549999999999991 1.0000000180025095e-35 0.083705000000000016 -1.0000000180025095e-35 0.10484500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 13 17 15 -11 12 -12 -7 18 -2 -17 -6 19 -3 21 -21 -20 -24 -14 -23 27 -16 -13 -30
right_child=9 14 3 4 6 7 -8 -9 -10 10 11 28 24 -15 26 16 -18 -19 22 20 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0043457103744122842 0.0018876981479917718 0.0054397739093615619 0.00036916780989798705 -0.00055448613941799243 0.0029691333926805254 0.0021710487927599203 0.0015652078049351716 0.003518897473670297 0.001350839612955303 -0.00041294249411923659 0.00076838873940600295 5.5017594997647538e-05 0.0039564989664900322 0.00048989687389937428 0.002167195556983624 0.00092863083174825312 -0.0017985267208216204 0.0044229508014274515 0.0031075453791060267 0.0054796270088987879 0.0014510522592500897 0.0040838887161065325 0.00078476563256500763 0.0028066419038459932 0.0021165884026753531 0.0031780799452205254 0.0041640904989728132 0.0033420516440879253 0.0019967861986078307 0.00044447080170721795
leaf_weight=31 26 22 26 20 208 84 62 30 26 20 25 25 42 37 190 35 20 35 1334 20 20 83 25 77 28 333 21 72 111 33
leaf_count=31 26 22 26 20 208 84 62 30 26 20 25 25 42 37 190 35 20 35 1334 20 20 83 25 77 28 333 21 72 111 33
internal_value=0 0.00294645 0.002404 0.00229 0.00238948 0.00172498 0.00273277 0.0020269 0.00300188 0.0014238 0.00166928 0.00182702 0.00257523 0.00165698 0.00308447 0.000563107 -6.30628e-05 0.00317853 0.003154 0.0034635 0.00336815 0.00345609 0.00305097 0.00231108 0.00322053 0.00335881 0.00261428 0.00249006 0.00140643 0.00164105
internal_weight=0 2756 559 528 502 171 331 151 269 365 284 264 95 121 2197 81 55 243 1914 478 456 436 1436 102 70 416 283 262 169 144
internal_count=3121 2756 559 528 502 171 331 151 269 365 284 264 95 121 2197 81 55 243 1914 478 456 436 1436 102 70 416 283 262 169 144
is_linear=0
shrinkage=0.00312586


Tree=592
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 2 2 4 2 52 1 2 1 12 15 3 12 47 14 1 51 15 10 4
split_gain=2754.27 457.78 275.041 235.387 151.474 143.314 110.564 107.045 95.1163 79.891 64.1001 63.9844 56.2417 55.183 34.2974 31.2764 27.4646 49.1834 26.204 25.8467 24.1567 21.7564 21.6619 20.8811 23.7568 23.7101 20.3065 19.7398 22.8561 18.9965
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.14753000000000002 0.27834500000000006 0.094835000000000017 -0.56022499999999986 0.088975000000000012 0.097845000000000015 0.086920000000000011 0.095780000000000018 -0.053579999999999996 -0.010424999999999999 0.10061500000000002 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 -0.41942499999999994 -0.38124499999999995 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 23 6 8 14 10 12 18 22 13 -4 -1 -12 19 -18 -5 -17 -16 -15 -6 24 -3 26 -26 -14 -29 -24
right_child=1 2 9 5 11 -7 -8 -9 -10 -11 15 -13 27 21 20 16 17 -19 -20 -21 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=0.0061282116055395314 0.0056157017171188173 0.00355100720152017 0.0031152931175223242 0.0059191957810100868 0.005542673207338757 0.0025832333767909902 0.0037023435098237048 0.0030687778631164528 0.0068890997355122354 0.0033498598545716649 0.0063362470732884861 0.002884687727136574 0.0015163168492108034 0.0022132421115600371 0.0051685058796698789 0.0056024900909952971 0.0032855973683485282 0.0053937915998167017 0.0055655468355077977 0.0051600801139212093 0.0035620878341805317 0.0011649068441968459 0.0051461068637331459 0.003660589221701089 0.0016138859005453878 0.0015402106311757991 0.0028664349103272742 0.001192783473212763 -0.00029444374627259225 0.0035628132166243536
leaf_weight=26 76 33 40 927 41 20 37 67 86 37 45 26 32 41 30 412 23 40 394 302 21 72 20 32 20 29 117 25 30 20
leaf_count=26 76 33 40 927 41 20 37 67 86 37 45 26 32 41 30 412 23 40 394 302 21 72 20 32 20 29 117 25 30 20
internal_value=0 0.00295592 0.00262724 0.00555508 0.00332269 0.00564482 0.00567184 0.00413056 0.00570453 0.00177863 0.005657 0.00445262 0.0015364 0.00195574 0.00505445 0.00540514 0.00535121 0.00462413 0.00581372 0.00541536 0.00450704 0.00154528 0.0049559 0.0027993 0.0026608 0.00248384 0.00268358 0.000798947 0.000381569 0.00435446
internal_weight=0 691 615 2430 338 2286 2266 144 2229 277 2143 107 240 153 77 822 777 63 1321 714 51 113 81 231 199 166 137 87 55 40
internal_count=3121 691 615 2430 338 2286 2266 144 2229 277 2143 107 240 153 77 822 777 63 1321 714 51 113 81 231 199 166 137 87 55 40
is_linear=0
shrinkage=0.00114875


Tree=593
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 3 1 3 2 4 12 39 16 4 1 1 12 4 2 474 52 2 160 16 52 475 1420
split_gain=2382.3 392.757 254.502 207.972 129.821 108.279 89.1709 80.0596 71.1785 69.4213 65.456 58.1979 54.0924 43.4092 38.4465 34.5615 29.1595 35.561 28.9629 27.7437 22.4969 21.7805 20.9949 20.4694 30.0722 32.1006 20.2315 17.5196 20.4867 17.4197
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.31370500000000007 0.09253500000000002 0.076840000000000006 0.091265000000000013 0.40473500000000007 -0.42850999999999995 0.095830000000000012 -0.25582999999999995 -0.013125 0.086455000000000018 0.086920000000000011 0.08401500000000002 -0.0019149999999999998 0.15950500000000004 0.10008000000000002 -0.024714999999999997 0.11682500000000001 -1.0000000180025095e-35 0.11346000000000002 0.40674500000000008 -0.088274999999999978 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 7 11 10 -5 14 18 -6 -10 15 -4 22 -18 27 20 -20 -15 -13 -3 25 -25 -7 28 -1 -30
right_child=1 2 8 9 12 26 -8 -9 13 -11 -12 16 -14 21 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0058148013286879767 0.0065121170725481728 0.0031915291880372731 0.002318750765420203 0.0060648605571290808 0.0059404418761297558 0.0038407154412443715 0.0039846464316165399 0.0078411065096183324 0.0026595066308389426 0.003757953644893691 0.0041753174198740986 0.0064170374074968622 0.0039487902274913111 0.0014747017954098551 0.0018063833197100592 0.0041988565897319498 0.0060976372075517956 0.0045215125927180293 0.0045324075660656722 0.0065584592323947354 0.0061723325367523509 -0.00019743125372900265 0.0076640651561356637 0.0057280858357314371 0.0032159048646575798 0.0038891888676228013 0.0055263480896063713 0.0058125050798424546 0.0080779882151875825 0.006857985969486024
leaf_weight=31 76 108 36 34 74 26 22 84 34 61 51 386 33 32 72 30 305 26 21 349 42 22 24 24 52 47 22 28 20 949
leaf_count=31 76 108 36 34 74 26 22 84 34 61 51 386 33 32 72 30 305 26 21 349 42 22 24 24 52 47 22 28 20 949
internal_value=0 0.00373765 0.00339478 0.0064599 0.00414817 0.00653624 0.0065766 0.00660178 0.00247549 0.00458358 0.00292297 0.00655404 0.00532619 0.00151443 0.00246015 0.00317334 0.00625945 0.00597383 0.00670564 0.00641583 0.00562569 0.000793462 0.00649003 0.0036025 0.00396336 0.00451079 0.0046133 0.00682179 0.00685005 0.00688317
internal_weight=0 691 615 2430 338 2335 2287 2265 277 95 189 2181 107 88 138 66 741 331 1440 412 63 54 410 231 123 71 48 1028 1000 969
internal_count=3121 691 615 2430 338 2335 2287 2265 277 95 189 2181 107 88 138 66 741 331 1440 412 63 54 410 231 123 71 48 1028 1000 969
is_linear=0
shrinkage=0.00129368


Tree=594
num_leaves=31
num_cat=0
split_feature=1 12 44 1 51 1 484 3 4 43 3 0 16 52 2 0 4 42 42 15 13 43 133 39 4 15 148 4 16 0
split_gain=85.992 21.6447 12.4297 13.7552 11.0586 11.4533 10.7286 9.53733 9.12608 9.04375 8.00802 8.72427 8.91474 9.15164 8.37987 8.33625 7.51022 7.31275 13.342 7.0705 6.89892 7.80496 7.17903 6.77324 8.83598 9.86179 6.6623 6.77051 6.36608 6.19353
threshold=0.11690500000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 -0.40274499999999996 0.16773500000000005 -0.011244999999999998 -0.017889999999999996 0.40124500000000002 -0.11720999999999999 -0.13309499999999996 -0.13843999999999998 0.013515000000000001 -0.45478499999999994 0.081685000000000021 -0.15599999999999997 -0.42529999999999996 0.085935000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 0.016935000000000002 -0.34140499999999996 0.11269500000000002 0.10076500000000001 -0.064054999999999987 -0.033689999999999991 -0.066239999999999979 -0.033174999999999989 0.064860000000000015 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -2 26 -5 9 10 -8 14 -12 20 -14 -3 -16 -15 18 -18 -17 22 -22 -13 24 28 -26 -6 -28 -1 -9
right_child=4 8 -4 6 5 -7 7 29 -10 -11 11 12 13 16 15 19 17 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0058425536757988131 0.0037167942997681528 0.005877475896683121 0.0049245788784709225 0.0045454635398532997 -2.4721611650634451e-05 -0.00095311351866137471 0.0026498684373154522 0.0011206198510948992 0.0017655920302938975 -0.00016107519664466119 0.0014566411754143105 0.0037729496093224005 0.0036460695547465374 0.0044434777571494529 0.0059215871307235594 0.00187071320118981 0.0024406734922867877 0.0028101773567331999 -0.00086955808991184369 0.0039172541571577454 0.0041174110852202437 0.0025000160068816223 0.0031324399463221833 0.0019362141604771985 0.003719116731380969 0.0012068046526887955 0.0029130837490493537 0.0015444174013453241 0.0037559857106283989 0.0025545495885406127
leaf_weight=26 27 28 28 21 26 21 20 41 35 38 25 1141 150 22 20 23 46 136 20 121 47 125 243 32 53 27 49 266 47 217
leaf_count=26 27 28 28 21 26 21 20 41 35 38 25 1141 150 22 20 23 46 136 20 121 47 125 243 32 53 27 49 266 47 217
internal_value=0 0.00332822 0.00272836 0.00261055 0.0016279 0.00147209 0.0022036 0.00204797 0.00347942 0.000808216 0.00350736 0.0034426 0.00346833 0.00299928 0.00416675 0.00387467 0.00256616 0.0023617 0.00143757 0.00359038 0.00358107 0.00294198 0.00366049 0.00335186 0.00364794 0.00287121 0.00162145 0.00175732 0.00449915 0.00232668
internal_weight=0 2732 550 522 389 362 337 316 2182 58 2147 1955 1930 374 192 164 224 202 66 144 1556 172 1384 185 153 80 341 315 73 258
internal_count=3121 2732 550 522 389 362 337 316 2182 58 2147 1955 1930 374 192 164 224 202 66 144 1556 172 1384 185 153 80 341 315 73 258
is_linear=0
shrinkage=0.00338353


Tree=595
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 2 1 16 0 49 2 1 150 49 4 47 15 52 0 156 3 3 15 1 0 48 1
split_gain=2917.08 467.623 235.851 212.51 163.857 148.119 97.228 82.7207 82.2755 74.8372 54.975 53.081 79.6519 51.3337 49.5823 40.6242 39.3893 38.6389 34.9987 29.109 30.63 28.9444 34.9905 27.635 36.3288 27.1328 26.6097 24.2867 22.2347 21.8193
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.062655000000000016 0.085505000000000012 0.14285500000000004 0.09253500000000002 -0.061854999999999993 -0.10474999999999998 0.082865000000000008 0.14960000000000004 0.083135000000000014 1.0000000180025095e-35 -0.054984999999999992 0.0067750000000000006 0.10648500000000001 1.0000000180025095e-35 0.12418000000000001 -0.079119999999999982 -1.0000000180025095e-35 0.0041950000000000008 0.11658 -0.41942499999999994 0.076935000000000017 -0.030209999999999997 0.089965000000000017 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 18 6 11 13 15 -4 -9 12 14 19 -1 26 -2 21 23 20 -6 -13 -23 -3 -25 -15 27 -7 -24 -5
right_child=1 4 9 29 7 8 -8 10 -10 -11 -12 17 -14 25 -16 -17 -18 -19 -20 -21 -22 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0063897011199349841 0.0043539722169222963 0.0028960545839960103 0.0059903455476816867 0.0037577727799122185 0.0016316348165522742 0.0060535748649969958 0.0080152834681230106 0.0024569537500666082 0.0041262604714021054 0.003701266912314176 0.0046760940751810346 0.0067930789589350183 0.0075221066080045805 0.0018365294119877316 0.0047325042847362548 0.0045648695335084614 0.0061291401665372561 0.0058868385132255273 0.0052760722453613291 0.0034415823236542808 0.0032292549892187924 0.0079337003604974272 0.0063910910685861175 0.0051132645832010614 0.0033702050717122909 0.00022329147068577218 0.0067009625713604663 0.0048759622894719952 0.005044864690268591 0.0023549425504164265
leaf_weight=46 23 62 34 60 96 278 76 45 39 63 28 1148 35 27 71 28 121 98 20 24 23 22 368 29 51 40 92 30 20 24
leaf_count=46 23 62 34 60 96 278 76 45 39 63 28 1148 35 27 71 28 121 98 20 24 23 22 368 29 51 40 92 30 20 24
internal_value=0 0.0034807 0.00640374 0.00492874 0.00273879 0.00648213 0.00663752 0.00216791 0.00585525 0.00450362 0.00330813 0.00657961 0.00587637 0.00177155 0.00538405 0.0060128 0.00584561 0.00664416 0.00373606 0.00219236 0.00194042 0.00669179 0.0064082 0.00351916 0.00400206 0.000873402 0.00611415 0.00593887 0.0063217 0.00335696
internal_weight=0 673 2448 228 445 2351 1884 283 467 97 73 1808 152 210 117 428 144 1656 162 143 119 1558 410 142 80 67 400 308 388 84
internal_count=3121 673 2448 228 445 2351 1884 283 467 97 73 1808 152 210 117 428 144 1656 162 143 119 1558 410 142 80 67 400 308 388 84
is_linear=0
shrinkage=0.00124344


Tree=596
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 14 2 2 2 52 4 1 47 15 0 1 12 52 1447 131 52 48 160 3 39 1
split_gain=2889.46 484.235 269.815 262.516 185.376 149.716 118.703 102.6 96.1216 91.5168 70.1102 52.169 43.8499 38.8322 33.9922 35.5729 33.1535 27.9717 27.51 25.8964 21.8622 21.3663 21.0055 19.7652 18.8825 24.8761 21.9854 18.7314 21.6613 18.6238
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.089885000000000007 0.17025000000000004 0.094835000000000017 -0.56176499999999996 -0.17966999999999997 0.11669000000000002 0.13011000000000003 -0.053579999999999996 -0.22491999999999998 0.086920000000000011 0.096475000000000019 0.40674500000000008 -0.080594999999999986 0.090175000000000019 -0.024714999999999997 0.085130000000000025 -1.0000000180025095e-35 0.31534000000000006 0.089650000000000021 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 14 6 9 12 20 10 19 16 -1 -12 -3 24 27 -14 -15 21 -6 -5 -20 -2 25 -16 -26 28 -4 -13
right_child=1 2 11 5 8 -7 -8 -9 -10 -11 13 29 17 18 15 -17 -18 -19 22 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0073206010231765132 0.007189836856673155 0.0048938928464892012 0.0034747452927858568 0.0070922510998173687 0.006799440837794748 0.0032921324301790266 0.004524438795683634 0.0038337741887649805 0.0035248331268113086 0.0080978140918380702 0.0076459728960800869 0.0015645499085796793 0.0060825931972934878 0.0051500232552400584 0.0022254973734211689 0.0027151226670256872 0.0039274492763512045 0.004174057574811269 0.0073848650901252172 0.0066720356908699669 0.0054507274649791349 0.0059035932747393272 0.00640481693268166 0.0058264735752480024 0.0050800920110188824 0.0037020416075397846 0.0036343215344440617 0.0015017384010881419 0.0019641393783189232 -1.5496847686096829e-05
leaf_weight=26 50 21 26 902 29 20 37 67 40 86 43 28 30 27 29 126 20 21 37 394 58 25 715 26 23 50 64 43 37 21
leaf_count=26 50 21 26 902 29 20 37 67 40 86 43 28 30 27 29 126 20 21 37 394 58 25 715 26 23 50 64 43 37 21
internal_value=0 0.00370315 0.00332992 0.00664242 0.00385972 0.00674705 0.00677754 0.00498147 0.00515212 0.00681494 0.00676346 0.00199784 0.00598011 0.00647264 0.00333533 0.00322324 0.00242968 0.00529673 0.00640788 0.00694442 0.0059003 0.00706019 0.00645304 0.00672342 0.00360892 0.00316002 0.00401654 0.00214709 0.00258756 0.000887387
internal_weight=0 691 615 2430 440 2286 2266 144 127 2229 2143 175 77 822 313 292 126 51 779 1321 87 927 752 76 166 79 87 106 63 49
internal_count=3121 691 615 2430 440 2286 2266 144 127 2229 2143 175 77 822 313 292 126 51 779 1321 87 927 752 76 166 79 87 106 63 49
is_linear=0
shrinkage=0.00126831


Tree=597
num_leaves=31
num_cat=0
split_feature=1 4 457 2 0 1 49 44 3 4 4 132 3 2 447 40 3 48 52 43 13 1 475 475 475 0 0 12 48 3
split_gain=97.9632 22.1559 19.6436 14.791 11.0156 8.84734 8.65974 10.3026 9.90082 9.68302 10.6132 8.51242 8.48719 8.02479 7.42848 7.24762 7.18322 7.58362 9.15236 7.36419 8.54499 11.3451 7.00568 9.21896 8.45919 6.84014 9.36648 8.57883 6.80744 6.65916
threshold=0.10124500000000002 0.27044500000000005 0.079590000000000008 0.14285500000000004 0.22582000000000002 0.12958500000000003 0.11560500000000001 1.0000000180025095e-35 0.090900000000000009 -0.059649999999999988 0.0049200000000000008 0.078465000000000021 -0.07793499999999999 -0.0050599999999999994 0.084510000000000016 -0.078554999999999986 -0.22605499999999998 0.093265000000000015 0.13140000000000004 -0.53814999999999991 0.038215000000000006 0.087695000000000009 -0.088274999999999978 -0.085684999999999997 -0.10137499999999998 0.024095000000000002 -0.036484999999999997 -0.12529499999999996 0.085485000000000019 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 6 15 7 8 14 -10 -11 12 -2 -14 16 -3 -1 19 -19 -18 22 -22 24 -24 -21 26 27 -7 -4 -8
right_child=1 5 28 -5 -6 25 29 -9 9 10 -12 -13 13 -15 -16 -17 17 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053829706241982503 0.0039980494592537653 0.00049390906736767215 -0.00051831310551338021 0.001058416734801954 0.001071787562250208 0.0024033697252689437 0.003517396839286075 0.005962768562238846 0.0033887850090878117 -0.00041185482155115617 0.0029645929764844942 0.0012377299224797516 0.0012611401959612492 0.0031451556585070147 0.0022879690105051713 0.0023448967907062114 0.0054741105221190302 0.0032948470309348767 0.0011604833193124876 0.0037000694564152873 0.0033618910225285559 0.0011862424499686857 0.0052745417931587425 0.0037347449078780699 0.0010948267755254123 -0.0006199356433254623 0.0032727745519273268 0.00030085350290436964 0.0017465327613537694 0.0019943904625759636
leaf_weight=26 117 28 23 42 20 29 59 20 63 20 21 24 29 175 45 138 25 122 27 32 150 32 44 1550 24 26 21 81 40 68
leaf_count=26 117 28 23 42 20 29 59 20 63 20 21 24 29 175 45 138 25 122 27 32 150 32 44 1550 24 26 21 81 40 68
internal_value=0 0.00216164 0.00263744 0.00291707 0.00352312 0.00149877 0.00354418 0.00359277 0.00357104 0.00257224 0.00131755 0.00314334 0.00328582 0.00287733 0.00362105 0.00203268 0.00365058 0.00362812 0.00290808 0.0036859 0.00366149 0.00297936 0.00373673 0.00377725 0.00258354 0.000934247 0.00124271 0.000855153 0.000919684 0.00270193
internal_weight=0 773 450 387 2348 323 2328 2201 2181 104 41 345 321 204 2077 166 2032 2006 149 1857 1832 182 1650 1594 56 157 131 110 63 127
internal_count=3121 773 450 387 2348 323 2328 2201 2181 104 41 345 321 204 2077 166 2032 2006 149 1857 1832 182 1650 1594 56 157 131 110 63 127
is_linear=0
shrinkage=0.00331719


Tree=598
num_leaves=31
num_cat=0
split_feature=1 3 4 2 9 40 0 132 3 14 4 1 0 14 124 376 123 16 156 52 41 43 0 10 51 0 49 15 0 1
split_gain=79.3502 18.9573 15.2235 15.7197 17.1813 9.91172 8.9244 8.91902 9.67222 8.48664 11.7901 8.52383 8.38633 7.58851 8.31108 7.70275 7.11958 6.9538 6.87687 7.96511 8.55222 6.86215 10.9454 6.7796 6.52633 6.24215 10.6622 11.4042 12.2131 13.8867
threshold=0.10124500000000002 0.31299000000000005 -0.17966999999999997 0.10222000000000002 -1.0000000180025095e-35 0.051255000000000002 -0.07384499999999998 0.10512500000000001 0.42240500000000009 -0.10708499999999999 0.51303500000000013 0.10439500000000002 -0.10324499999999999 0.062655000000000016 -0.076779999999999987 0.084545000000000009 0.083430000000000018 -0.008904999999999998 0.085790000000000019 -0.069804999999999992 0.079395000000000007 -0.04890499999999999 -0.23194499999999998 -0.0079749999999999977 -0.069724999999999995 -0.10836499999999999 0.036705000000000008 0.083195000000000005 -0.14226499999999997 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 23 13 -6 8 -3 10 24 -11 17 14 15 16 -1 21 19 -15 -21 -13 -23 -4 -5 26 27 28 29 -16
right_child=1 7 3 9 6 -7 -8 -9 -10 11 -12 12 -14 18 25 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028932744212334101 0.0039910207326217468 0.00092278357267534187 0.0023412340174442598 0.0021970446105076076 0.0045905806396787513 0.00099068445911845151 0.0029044464706456845 0.0027776004379873758 -0.0021519454714686399 -0.0010941122348912401 0.0003378773846110773 0.001303828834236509 0.0006245121489423047 0.0023276661277538699 0.0055147165397359983 0.004219172747356832 -0.00013828801595676179 0.00063392610538457502 0.0067955901500922301 0.006640835307956245 0.0032602764903644889 0.001936656278887149 0.0052333484005097535 -0.00037033476290778414 0.0050220614862162847 0.0037987674428756456 0.0045124073307256495 0.0049536413740039901 -0.00012080868511361878 0.0016827593815598976
leaf_weight=25 93 68 30 21 74 20 132 27 20 20 20 33 86 22 20 23 22 32 21 26 20 32 29 26 30 1993 52 22 32 50
leaf_count=25 93 68 30 21 74 20 132 27 20 20 20 33 86 22 20 23 22 32 21 26 20 32 29 26 30 1993 52 22 32 50
internal_value=0 0.00227944 0.00253389 0.00229404 0.00299121 0.0037151 0.00351015 0.000823527 0.000223982 0.00169121 0.002867 0.00133137 0.00156019 0.00373851 0.00369427 0.00237615 0.00147425 0.00219883 0.0048515 0.00425112 0.00517103 0.00273156 0.00350394 0.00108229 0.00385882 0.00373681 0.00303518 0.0024157 0.0018683 0.0027776
internal_weight=0 773 658 565 262 2348 206 115 88 303 71 232 212 2328 2239 70 47 126 89 68 46 94 61 56 51 2169 176 124 102 70
internal_count=3121 773 658 565 262 2348 206 115 88 303 71 232 212 2328 2239 70 47 126 89 68 46 94 61 56 51 2169 176 124 102 70
is_linear=0
shrinkage=0.00388662


Tree=599
num_leaves=31
num_cat=0
split_feature=1 2 2 0 30 13 33 2 12 3 12 130 133 4 48 48 376 10 10 158 159 156 1429 160 475 156 16 4 11 2
split_gain=64.9477 19.6276 12.6118 13.5315 11.9929 8.51376 8.29716 8.77173 9.01142 7.59213 10.1069 7.68393 7.10804 7.01792 8.13463 12.6238 6.95607 9.01126 7.07355 6.33525 6.29381 5.80492 9.98305 14.147 7.56276 8.87543 7.99105 7.67086 10.3937 7.48023
threshold=0.11846000000000002 0.10252500000000002 0.15609500000000001 -0.13027499999999997 0.086065000000000016 -0.11122999999999998 0.083840000000000012 -0.0091949999999999983 -0.010834999999999999 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 0.11224500000000003 0.42642000000000008 -0.065739999999999979 0.078735000000000013 0.11430500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.07968500000000002 0.097885000000000014 -0.0011799999999999998 0.084770000000000012 -0.081969999999999987 -0.085684999999999997 0.087205000000000019 0.25084500000000004 -0.082249999999999976 0.081365000000000007 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 6 -5 7 8 -1 11 -11 -2 -7 14 -3 -16 17 -13 -19 21 -12 -9 24 -24 25 -23 27 28 29 -26
right_child=9 2 -4 5 -6 12 -8 19 -10 10 20 16 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00013682298589810454 -2.0793988784861892e-06 0.0027607684355267759 -0.00034711401246106407 0.00091050918797344507 0.00075308895116953957 0.0028256820959344986 0.0047653022291857458 0.0035390195245524098 0.0026147688166255809 0.0018511284753808662 -0.0010236211458012029 0.00052108783186668008 0.0016518043199738159 0.0032053413404855807 -0.0011374936721839286 0.0013911591179717108 -0.00010702221914244722 0.0024871257350337832 0.00075596577987704797 0.0033492540912690959 0.0010815185847081173 0.0048536789221719561 -0.00042189308075386703 0.0025201321521588489 0.0031576049511404867 0.0026598498781757593 0.0017468156587775278 0.0026405656978192426 0.00095478913901147014 0.0051562608799273048
leaf_weight=25 31 27 20 31 29 340 22 95 37 34 42 41 62 20 26 88 20 139 29 216 22 38 24 54 395 37 79 1057 21 20
leaf_count=25 31 27 20 31 29 340 22 95 37 34 42 41 62 20 26 88 20 139 29 216 22 38 24 54 395 37 79 1057 21 20
internal_value=0 0.00264594 0.0021432 0.00222704 0.00278958 0.00252048 0.00281744 0.00279701 0.0016156 0.00120261 0.000446323 0.00148767 0.00264464 0.00143786 0.00118715 0.000814449 0.00168933 0.00186123 0.00218829 0.00283299 -0.000299979 0.00277172 0.00272946 0.00161489 0.00278225 0.00377139 0.00273505 0.00278735 0.00314319 0.00325393
internal_weight=0 2763 614 594 2149 433 2120 2098 62 358 98 260 402 161 141 114 229 209 168 2036 64 1820 1725 78 1647 75 1572 1493 436 415
internal_count=3121 2763 614 594 2149 433 2120 2098 62 358 98 260 402 161 141 114 229 209 168 2036 64 1820 1725 78 1647 75 1572 1493 436 415
is_linear=0
shrinkage=0.00318838


Tree=600
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 123 4 1 457 2 51 11 149 10 1 48 48 133 133 133 52 52 14 16 4 10 2 48 42 2
split_gain=54.7097 22.1409 16.5987 10.4325 9.7615 7.72632 7.71011 11.7788 15.4923 10.8285 7.89465 7.78475 7.20803 8.66524 7.6951 6.66166 7.84289 5.39304 5.92054 8.33891 5.81658 5.33763 8.75715 6.35566 6.02009 5.59506 6.01071 5.48845 5.09839 5.61028
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.083855000000000013 -0.062539999999999984 0.092390000000000014 0.060310000000000009 0.12198500000000001 -0.20636999999999997 0.098315000000000013 0.089830000000000007 -0.079859999999999987 0.086920000000000011 0.092475000000000016 0.078735000000000013 0.11269500000000002 0.085355000000000014 0.048950000000000007 -1.0000000180025095e-35 -0.075329999999999994 -1.0000000180025095e-35 -0.4179199999999999 0.51303500000000013 0.10223 0.11548000000000001 -0.064549999999999982 0.11649000000000002 0.13093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 10 28 9 -9 -5 15 13 -2 -15 16 17 18 19 -12 -19 -16 24 25 -23 26 27 -24 29 -8
right_child=12 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 14 21 -17 -18 20 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00059739050298576214 -0.0005078007338616148 -0.0002364666046953502 0.00091543297325293895 0.0050171664501356007 0.0046029703322991115 0.002324636176218438 0.0027931784068984753 0.0025784838546008084 0.00036452892180272229 5.2125802674519213e-06 0.0031077658526711236 0.00071588711313955004 0.0033033516682318396 0.0032866389737078107 -0.00045713804894585616 0.0013595345086443189 0.0051437354785135838 0.00065974286004693195 0.0042222610624645159 0.0012083684452120361 0.0026775152047268094 0.0033110880521260858 0.0011306087070943834 -0.00059614002463140422 0.0011054689532883099 -0.00046028414700570902 0.00084256485813822657 0.0034085721982699533 0.0016456076690102412 0.0047146749446071168
leaf_weight=20 39 33 64 24 38 28 957 253 61 23 770 20 20 23 25 32 22 20 58 31 233 39 25 31 27 23 83 30 49 20
leaf_count=20 39 33 64 24 38 28 957 253 61 23 770 20 20 23 25 32 22 20 58 31 233 39 25 31 27 23 83 30 49 20
internal_value=0 0.00268699 0.00272242 0.00276591 0.0027964 0.00110713 0.00276972 0.00258453 0.00200211 0.00236404 0.00297833 0.00293708 0.00120766 0.00108617 0.00128932 0.00297517 0.00302077 0.00297876 0.00311447 0.00303426 0.00251801 0.001127 0.0012805 0.000892648 0.00240879 0.00117931 0.00145257 0.00237313 0.00277583 0.00283251
internal_weight=0 2756 2723 2659 2611 48 2573 1363 337 276 1210 1186 365 345 306 1166 1134 1112 859 801 253 283 258 192 66 161 138 55 1026 977
internal_count=3121 2756 2723 2659 2611 48 2573 1363 337 276 1210 1186 365 345 306 1166 1134 1112 859 801 253 283 258 192 66 161 138 55 1026 977
is_linear=0
shrinkage=0.00359063


Tree=601
num_leaves=31
num_cat=0
split_feature=4 2 3 15 39 2 149 49 0 15 457 13 151 150 48 39 15 130 1210 42 11 400 43 12 484 16 156 52 0 41
split_gain=44.4226 18.0204 14.3788 8.4774 10.8848 10.4549 7.23694 8.56725 13.7876 8.05092 7.00834 6.95766 6.69166 8.97692 5.99592 5.82291 6.43929 15.4564 8.3753 8.05091 8.0006 7.60268 7.54321 6.61163 5.81199 5.37135 5.35574 6.22201 5.10571 4.97804
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.14809499999999998 0.085425000000000015 -0.033169999999999991 0.091325000000000003 -0.0060549999999999988 -0.10474999999999998 -0.41396999999999995 0.31508000000000008 0.24394000000000002 -0.083134999999999987 0.11740500000000002 0.11951500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.081769999999999995 -1.0000000180025095e-35 0.11688500000000002 0.077290000000000011 -0.077004999999999976 0.0051600000000000005 0.083785000000000012 0.096415000000000015 -0.011734999999999997 0.10499000000000001 0.11434500000000002 -0.15202999999999997 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 7 12 14 24 15 -7 -2 -14 -9 -5 17 -17 -19 21 22 -20 23 -18 26 -25 27 -10 -22 -23
right_child=6 -3 -4 4 5 11 -8 8 9 -11 -12 -13 13 -15 -16 16 20 18 19 -21 28 29 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032999791780057262 0.001434866964321555 -0.00020054495845784861 0.00071755817777571752 0.0040814494389978216 -0.00047285044277582959 0.0021972896463670457 0.0028637860900254174 0.0023458262611880938 0.00028497620972700832 -0.00085942726346952675 0.00037591937492989638 1.9842175222629342e-05 -0.002574440584939006 0.00044072852601490691 0.00032896121205193353 -0.00055250547384191754 0.0034709650407163555 0.00048446273305311491 0.00060065486147260381 0.00047076280948655087 0.002517851000026878 0.0024233103102606389 0.0019816861082735844 0.00266639826416781 -0.00060780880168595129 0.0019183705844228076 0.0025723481995957266 0.0023455379220294003 0.0045586940628533296 0.00092440193660472741
leaf_weight=104 21 33 63 23 27 105 24 108 62 36 20 20 20 26 20 23 97 30 28 27 23 1040 261 611 23 134 27 23 36 26
leaf_count=104 21 33 63 23 27 105 24 108 62 36 20 20 20 26 20 23 97 30 28 27 23 1040 261 611 23 134 27 23 36 26
internal_value=0 0.00228463 0.00231502 0.00235322 0.00231431 0.00143648 0.00106388 0.00094585 0.0011909 0.000562283 0.0023704 0.0018489 -0.000147726 -0.000870215 0.00203069 0.00238731 0.00237063 0.00219389 0.00224877 0.00229599 0.00254919 0.00234104 0.00248426 0.00264004 0.000941405 0.00253185 0.00125955 0.00084254 0.00376311 0.00238675
internal_weight=0 2731 2698 2635 2531 152 390 366 299 171 2379 125 67 46 128 2359 2336 1174 1151 1121 1162 1094 1103 842 135 745 112 85 59 1066
internal_count=3121 2731 2698 2635 2531 152 390 366 299 171 2379 125 67 46 128 2359 2336 1174 1151 1121 1162 1094 1103 842 135 745 112 85 59 1066
is_linear=0
shrinkage=0.00338353


Tree=602
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 14 2 1 0 49 1 4 15 0 475 156 48 52 52 2 2 0 15 16 123 3 4
split_gain=2000.45 334.574 187.53 163.413 101.962 79.2587 86.0228 74.602 63.835 58.7902 54.6867 37.9643 53.9512 35.6603 31.6401 31.3032 24.8568 23.1638 22.4757 31.7865 22.0489 28.3415 21.896 31.9972 37.5394 21.4642 20.8546 20.2678 34.0751 20.1751
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.42051500000000003 0.14285500000000004 0.27834500000000006 0.062655000000000016 0.14285500000000004 0.077845000000000011 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 -0.41396999999999995 -0.079119999999999982 -0.066784999999999983 -1.0000000180025095e-35 0.088965000000000002 0.039215000000000007 -0.12647999999999995 0.10912000000000001 -1.0000000180025095e-35 -0.14454499999999995 -0.090644999999999989 0.19444000000000003 0.087755000000000014 0.149315 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 8 6 27 -4 11 17 -5 12 13 -1 16 -7 -13 -6 -18 29 21 -19 23 -2 -25 -8 -22 28 -3 -20
right_child=1 5 7 10 9 15 25 -9 -10 -11 -12 14 -14 -15 -16 -17 18 20 19 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0053324133409340703 0.0025316618861977243 0.0041906812790251987 0.0051616168936024619 0.0052130728429566854 0.005756878138738466 0.0015402929787257658 0.0022462066736704672 0.0030949663852542705 0.0066921435118714187 0.0033995012562770921 0.0031024421264214158 0.0057023086598942119 0.0062769665312928536 0.0038999817399174319 0.0048772169021801598 0.00013757726611054978 0.0066128573403602207 0.0050678208945230891 0.0060585178857014048 0.0037086541100013297 0.0054332826801581193 0.0041174174200444462 0.0026178873734171754 0.0031451957550366837 0.0052694767696488936 0.00065011945021792067 0.0041055820980532738 0.0021757931891091447 0.0022654677445820208 0.0052241741470432802
leaf_weight=47 39 50 128 28 60 114 23 36 76 39 67 1139 35 69 102 33 21 109 55 20 141 94 139 32 23 33 22 20 21 306
leaf_count=47 39 50 128 28 60 114 23 36 76 39 67 1139 35 69 102 33 21 109 55 20 141 94 139 32 23 33 22 20 21 306
internal_value=0 0.00290947 0.00366894 0.00535512 0.00542147 0.00188393 0.00254246 0.00470796 0.00555363 0.00488998 0.00372452 0.0055054 0.00489679 0.00448036 0.00556133 0.0012254 0.00560661 0.00502643 0.00533547 0.00526506 0.00490668 0.00462773 0.00293762 0.00341042 0.00403353 0.00130566 0.00525408 0.00330357 0.00362125 0.00535129
internal_weight=0 691 397 2430 2335 294 147 164 1870 465 95 1794 151 116 1643 147 1541 426 402 381 366 203 233 94 55 56 163 91 71 361
internal_count=3121 691 397 2430 2335 294 147 164 1870 465 95 1794 151 116 1643 147 1541 426 402 381 366 203 233 94 55 56 163 91 71 361
is_linear=0
shrinkage=0.00126831


Tree=603
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 48 14 0 157 52 4 4 14 2 2 12 3 123 2 159 1 96 16 149 4 3 4 15 12 16
split_gain=43.6846 16.6416 12.7893 8.84604 7.51183 6.69098 6.34498 12.0845 15.5226 14.2516 18.1454 18.2169 8.9732 8.02666 7.08071 6.71241 6.54986 6.33568 6.08445 5.74674 5.67904 5.52375 5.60419 12.6584 10.2047 7.73528 7.03124 6.61434 5.9681 4.72044
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.14505500000000002 0.019675000000000002 -0.11013499999999998 -0.067349999999999979 0.26746000000000009 0.022185000000000003 0.11275500000000001 0.10189000000000002 0.089320000000000024 -0.090999999999999984 0.087695000000000009 -0.022174999999999997 0.083855000000000013 0.25063000000000007 0.050895000000000003 0.095695000000000016 0.086715000000000014 -0.42170999999999997 0.077335000000000015 0.50194500000000009 -0.13927999999999999 0.36766000000000004 -0.46471999999999997 0.092255000000000018 -0.067914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 6 7 8 -5 10 16 -12 13 19 -9 -16 -10 -1 21 -8 -18 22 23 26 -24 -26 -2 -27 -28 -17
right_child=18 -3 -4 4 -6 -7 12 14 9 -11 11 -13 -14 -15 15 29 20 -19 -20 -21 -22 -23 24 -25 25 27 28 -29 -30 -31
leaf_value=-0.00056410329542711381 0.0029114534450535839 -0.0001321520735629688 0.00077238835665846637 -0.0012037245460009758 0.0037630345570943283 0.00045577857628292746 0.0038476981958534807 0.00073111287756285877 -0.000560653992189768 -0.00084859957199081128 0.0060207109242853734 0.0023493587045253332 0.0012696355893798521 0.0054777717835861857 0.0025775701614225233 0.0024179054547818438 0.0023768792944542714 0.0018804179030239203 -0.00062624931207612682 0.0016067927180280059 0.00050505952598233427 -0.00039925734552118076 -0.0011345113562118152 0.0040717186049259446 0.0030094011926030265 0.0020885457926123601 0.0013169751623734087 5.6608157800674307e-06 -0.00043348773649076419 0.0020213654610275961
leaf_weight=20 25 33 64 21 38 22 34 30 20 20 20 58 22 20 884 614 42 28 24 20 31 25 27 20 20 25 122 51 26 715
leaf_count=20 25 33 64 21 38 22 34 30 20 20 20 58 22 20 884 614 42 28 24 20 31 25 27 20 20 25 122 51 26 715
internal_value=0 0.00220936 0.00223773 0.002273 0.00229894 0.00227732 0.00229303 0.00226032 0.0015033 0.00180093 0.00211082 0.00329073 0.00312964 0.00368261 0.00233187 0.00235357 0.00112121 0.000861867 0.000988132 0.00301773 0.001582 0.00110175 0.0012205 0.00157317 0.000667143 0.00117386 0.00128432 0.00069082 0.00100946 0.00220457
internal_weight=0 2756 2723 2659 2611 2573 2551 2455 212 191 171 78 96 74 2243 2213 93 48 365 54 73 341 316 193 123 96 173 76 148 1329
internal_count=3121 2756 2723 2659 2611 2573 2551 2455 212 191 171 78 96 74 2243 2213 93 48 365 54 73 341 316 193 123 96 173 76 148 1329
is_linear=0
shrinkage=0.00331719


Tree=604
num_leaves=31
num_cat=0
split_feature=4 2 3 16 4 157 52 12 50 50 40 149 15 52 39 3 13 13 13 401 13 51 4 42 483 1454 1 1425 2 13
split_gain=35.5375 13.5481 11.1773 6.99663 12.4232 9.30572 8.04266 7.20889 7.82174 7.10281 6.34439 6.74434 6.21004 6.40459 5.97547 5.39101 7.61738 7.59122 6.30596 4.85596 6.05384 14.5861 8.38885 7.15919 7.53705 6.2049 5.79736 5.40707 5.05144 7.21609
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.14771999999999999 0.024790000000000003 -0.029304999999999998 0.12603000000000003 0.080890000000000017 0.041865000000000006 -0.23452499999999996 -0.08440499999999998 0.078320000000000015 0.035560000000000008 0.039215000000000007 0.094095000000000026 0.31370500000000007 -0.15714499999999998 -0.47860499999999995 -0.10664 0.083100000000000021 0.0061450000000000003 0.093135000000000009 -0.50690499999999983 -0.008624999999999999 -0.095084999999999989 0.080725000000000005 0.10684 0.082985000000000017 0.10912000000000001 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 9 -6 -7 -1 12 -5 -11 14 -9 -14 19 16 -2 -17 -18 20 23 22 -22 -12 25 -25 -24 28 29 -26
right_child=15 -3 -4 4 5 6 -8 8 -10 10 11 -13 13 -15 -16 17 18 -19 -20 -21 21 -23 26 24 27 -27 -28 -29 -30 -31
leaf_value=0.00324781073206229 0.0024445476905883001 -0.0001056125022508036 0.00056711136337502812 0.0033251450252695016 -0.0005411005496679562 0.0015188091514621023 -0.00043521737787151891 0.0022759430356847853 0.0032188522203344385 0.00085350606175411893 0.0022424677865595473 0.0033489966865084264 0.0017305629542761804 -0.00037625157673940138 0.00043617791126281943 0.0008325205353227191 -0.00075996208352220834 -0.0012268532544197971 0.00095289629055285473 0.002273798065069338 0.0034923967908776447 -0.00034723546750392407 0.0013347116898978753 0.0032286113282946976 0.0018088993174218096 0.0012980369285502055 0.0030028124071743816 0.0028016098272846545 0.0023935751182934096 0.0012955259011468126
leaf_weight=56 28 33 63 28 25 212 20 59 35 56 359 26 31 21 26 41 20 25 276 217 20 36 188 52 631 20 20 38 78 381
leaf_count=56 28 33 63 28 25 212 20 59 35 56 359 26 31 21 26 41 20 25 276 217 20 36 188 52 631 20 20 38 78 381
internal_value=0 0.0017703 0.00179324 0.00182256 0.00177882 0.00116636 0.00135036 0.00234933 0.0020047 0.00185116 0.00183195 0.00185814 0.00162186 0.000879734 0.00183938 0.000819768 0.000976072 5.24547e-05 0.000837163 0.00185726 0.00180768 0.00139519 0.00167031 0.00187753 0.00176835 0.00269234 0.00149511 0.00170937 0.00167129 0.00161562
internal_weight=0 2731 2698 2635 2433 257 232 202 146 2176 2148 2092 111 52 2066 390 324 66 296 2040 1823 264 228 1559 1200 72 208 1128 1090 1012
internal_count=3121 2731 2698 2635 2433 257 232 202 146 2176 2148 2092 111 52 2066 390 324 66 296 2040 1823 264 228 1559 1200 72 208 1128 1090 1012
is_linear=0
shrinkage=0.00294557


Tree=605
num_leaves=31
num_cat=0
split_feature=4 2 123 15 48 156 3 4 9 0 11 2 2 4 3 43 131 156 51 151 151 49 2 2 157 51 42 133 42 2
split_gain=28.8558 10.9231 8.68599 6.17859 7.97311 7.1352 7.08985 12.7434 7.03298 7.01161 6.98907 5.64096 7.43869 6.56166 6.15341 5.13691 6.04525 5.49126 9.26069 6.23942 6.2627 5.29659 5.13052 4.91937 4.75494 7.25045 5.53951 4.69774 6.46778 7.30057
threshold=0.27044500000000005 0.17025000000000004 0.11135500000000001 -0.15914499999999995 1.0000000180025095e-35 0.078780000000000003 0.11296500000000002 -0.033174999999999989 -1.0000000180025095e-35 0.041630000000000007 0.10334500000000001 -0.020134999999999997 0.086375000000000021 -0.050494999999999991 -0.081924999999999984 0.0061450000000000003 0.023795 0.087205000000000019 -0.13782999999999998 -0.10959499999999998 0.005085000000000001 0.097940000000000013 0.08734500000000002 0.25063000000000007 -0.054224999999999995 0.11704500000000002 -0.087819999999999981 -0.24098999999999995 0.096235000000000015 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 8 -8 -5 11 15 -6 14 -14 -13 17 27 19 22 -10 21 -21 -19 -2 -15 26 -26 -17 29 -29
right_child=23 -3 -4 4 5 -7 7 -9 10 -11 -12 12 13 24 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0026944003493555935 0.00089959586951154317 -0.00010704319862919123 -0.00026294385453033529 -4.3956457813297618e-05 -0.00031890312743131804 0.0027376856227597757 0.0022589359681859768 -0.0010930755449348288 0.003783171589466592 -0.00022100721069211022 -1.9020684457726662e-05 0.0013771953291311239 0.0025495680567206151 -0.00049880317785774679 0.0032858504791795215 0.0019706205222132238 0.0032335503409353437 0.0036537896338107298 0.0012035941009710459 0.0021123677068328201 0.0039209347824377527 0.0013724995856807891 0.0018291258868009428 -0.00065418171433241894 0.0026040392061356314 0.0029541175976349108 0.00080572871265033926 0.0013251760196726164 0.0017187206789261648 -0.00052414038109700072
leaf_weight=88 341 33 22 20 20 40 26 24 24 32 20 34 37 20 41 129 23 30 190 1296 20 116 39 24 21 23 184 55 108 41
leaf_count=88 341 33 22 20 20 40 26 24 24 32 20 34 37 20 41 129 23 30 190 1296 20 116 39 24 21 23 184 55 108 41
internal_value=0 0.00178997 0.00181296 0.00182987 0.00180075 0.0014001 0.00188455 0.00064997 0.0019138 0.00127023 0.00193252 0.00139581 0.00149107 0.00124646 0.00242059 0.00195137 0.00158876 0.00202664 0.00158159 0.00210581 0.00207769 0.00205159 0.00262246 0.00079743 0.00105205 0.00118809 0.000989946 0.00147516 0.00116185 0.000535364
internal_weight=0 2756 2723 2701 2613 452 2161 50 2111 412 2091 380 360 285 75 2071 356 1715 259 1456 1432 1412 69 365 248 228 205 333 204 96
internal_count=3121 2756 2723 2701 2613 452 2161 50 2111 412 2091 380 360 285 75 2071 356 1715 259 1456 1432 1412 69 365 248 228 205 333 204 96
is_linear=0
shrinkage=0.00331719


Tree=606
num_leaves=31
num_cat=0
split_feature=1 97 44 2 454 14 11 400 13 13 11 41 34 131 2 31 131 148 147 455 1 1453 149 49 1429 157 42 43 3 43
split_gain=23.6423 8.90467 9.0336 8.52378 10.2541 5.7456 7.24799 5.3088 5.36414 5.5652 5.13718 7.65052 4.89665 8.78058 8.95015 8.53485 4.99748 4.28677 5.27116 6.05368 5.59553 4.63921 4.32322 7.34733 4.41764 5.52771 4.52754 7.71958 6.14269 5.92704
threshold=0.11846000000000002 -0.0047149999999999996 0.081805000000000017 0.10252500000000002 -1.0000000180025095e-35 0.076975000000000002 0.085155000000000022 -0.063679999999999987 -0.090639999999999984 -0.082904999999999993 0.077290000000000011 0.079885000000000025 -0.038779999999999995 0.096070000000000016 0.31358000000000003 -0.081409999999999996 0.10548500000000001 -0.10069499999999999 0.087210000000000024 0.088555000000000009 0.085760000000000017 0.08154500000000002 0.079000000000000015 -0.14750499999999997 -0.086994999999999989 -0.23976499999999998 -0.0041849999999999986 0.093175000000000022 0.099930000000000005 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 17 -6 -9 -10 -7 -12 15 14 -14 -2 -15 -3 19 21 -20 22 23 -19 -25 -26 -27 28 29 -28
right_child=12 2 -4 4 7 10 -8 8 9 -11 11 -13 13 16 -16 -17 -18 18 20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=1.7019254820427879e-05 0.0010253387357362662 0.0034932907653192533 0.0037267132848380559 -0.0011593606164351791 -0.00027459020373255861 0.0018182038881217788 -0.00014576055828208526 0.00070434908973437016 0.0030523032972829458 0.0015642872258383213 0.0049872677298195105 0.0019803441507499461 0.00088303146085691464 0.0035002305191992001 -0.0013744994399945655 -0.0020946026008207604 0.001158018409421498 -0.00037621894388644187 0.0018979896670596507 0.0037249046968984402 -0.00052925851428720268 0.0032812222668474884 0.0032627026361299076 0.003040039587697435 0.00020372952247118054 0.0020614301910469512 0.0017060801784242927 0.0029669100798549626 -0.00018501730794628863 0.00032984019336294314
leaf_weight=38 26 20 30 20 22 38 24 87 35 437 24 20 240 24 25 20 23 20 24 22 25 28 26 37 28 611 1024 57 24 42
leaf_count=38 26 20 30 20 22 38 24 87 35 437 24 20 240 24 25 20 23 20 24 22 25 28 26 37 28 611 1024 57 24 42
internal_value=0 0.00174318 0.00176725 0.00174544 0.00136851 0.00185362 0.00181565 0.00145553 0.00152362 0.00167463 0.00278528 0.00362048 0.000762491 0.000923734 0.000670057 -0.000331157 0.00235404 0.00183933 0.00182252 0.00185222 0.000659598 0.0018305 0.00180876 0.00178825 0.001812 0.00178656 0.00181177 0.00167877 0.00161141 0.00165186
internal_weight=0 2763 2725 2695 601 2094 2012 581 559 472 82 44 358 312 265 46 47 1988 1968 1919 49 1897 1869 1843 1823 1786 1758 1147 1090 1066
internal_count=3121 2763 2725 2695 601 2094 2012 581 559 472 82 44 358 312 265 46 47 1988 1968 1919 49 1897 1869 1843 1823 1786 1758 1147 1090 1066
is_linear=0
shrinkage=0.00359063


Tree=607
num_leaves=31
num_cat=0
split_feature=4 2 123 16 4 4 15 12 13 49 4 52 159 106 10 4 15 52 0 0 4 0 48 0 40 2 12 52 4 0
split_gain=19.3743 7.85392 6.45024 5.93479 7.388 7.20241 13.7221 6.95514 6.50458 6.45534 5.94632 4.96289 8.38881 5.31001 9.88639 5.23103 5.95751 5.2006 7.66182 4.93982 11.3117 9.29794 8.37386 5.0622 5.21435 4.91135 4.56119 4.673 4.52204 7.64907
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 -0.11118499999999999 0.024790000000000003 0.056795000000000005 -0.062284999999999993 -0.10022999999999999 0.27266500000000005 -0.23803499999999997 -0.58204499999999992 0.039215000000000007 0.10620500000000001 1.0000000180025095e-35 -0.062879999999999978 0.41257000000000005 -0.47308999999999996 -0.068719999999999989 -0.036484999999999997 -0.11173999999999999 -0.033174999999999989 -0.14832499999999996 0.085700000000000012 -0.097274999999999986 -0.081174999999999983 0.13404500000000005 0.080890000000000017 -1.0000000180025095e-35 -0.49405499999999997 -0.063634999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 7 6 -6 -5 9 -9 -11 13 -13 14 -2 -16 -17 -18 -19 20 -12 -22 -23 -21 -25 -7 -1 -28 -26 -30
right_child=11 -3 -4 4 5 25 -8 8 -10 10 19 12 -14 -15 15 16 17 18 -20 23 21 22 -24 24 28 -27 27 -29 29 -31
leaf_value=0.0031160927869212109 -0.0018684435650031647 -0.00018388379764536957 -0.00037590192815504148 -0.00034142037956711265 0.001023872536090984 0.0012642399476275191 -0.0026692420369566522 0.0037077596904460698 0.0039015068674051641 -0.00039442060511065324 0.0027417329561162879 0.0021964483726173026 -0.00020954928053588411 0.0024287290559015973 -0.00042737581529923196 0.0028938036138136695 -0.0008912114603271445 0.00041532259868265578 0.0026012596843031869 0.003289105597421411 0.0016139874287988047 -0.0023317956905148517 0.00059297284642969217 0.00050458730790072914 0.0026135610914039477 0.0034077123878624048 0.0032867221369201516 0.0017677219563033571 0.0018880719143570532 0.0010568355003630562
leaf_weight=79 28 33 22 24 64 105 21 27 23 20 50 79 32 21 56 22 27 90 35 37 62 25 40 47 112 20 38 196 1489 197
leaf_count=79 28 33 22 24 64 105 21 27 23 20 50 79 32 21 56 22 27 90 35 37 62 25 40 47 112 20 38 196 1489 197
internal_value=0 0.0017384 0.00176192 0.00177949 0.00171154 0.00100178 0.000111456 0.00178077 0.0018047 0.0017818 0.00175679 0.000793825 0.00150283 0.000511749 0.000355716 0.000626483 0.000965656 0.000686582 0.00102738 0.00177768 0.00114451 0.000515679 -0.000531938 0.00183723 0.00180811 0.0016072 0.00229246 0.0020144 0.00184219 0.00179095
internal_weight=0 2731 2698 2676 2363 210 85 2153 2129 2106 2079 390 111 279 258 230 174 152 125 2059 177 127 65 1882 1845 125 313 234 1798 1686
internal_count=3121 2731 2698 2676 2363 210 85 2153 2129 2106 2079 390 111 279 258 230 174 152 125 2059 177 127 65 1882 1845 125 313 234 1798 1686
is_linear=0
shrinkage=0.00396435


Tree=608
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 47 4 1 2 2 4 2 150 1 0 47 12 4 3 4 4 15 10 15 0 16
split_gain=2603.43 431.842 262.951 218.449 157.601 129.641 79.7688 70.4098 69.1073 62.5774 62.2924 45.1647 67.4308 44.1304 46.1826 30.0031 29.3396 23.9781 23.3024 22.6479 22.034 26.4193 19.6292 19.0174 17.0979 16.9273 21.3656 16.3482 30.1081 27.7362
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.14960000000000004 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.089625000000000024 0.090425000000000019 0.14753000000000002 0.40945500000000007 -0.0091949999999999983 1.0000000180025095e-35 0.076935000000000017 -0.030209999999999997 0.090100000000000013 0.09141500000000001 -0.51843499999999987 -0.12711499999999995 -0.0070899999999999991 0.015030000000000002 -0.41942499999999994 -0.38124499999999995 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 16 -5 13 23 20 15 14 -4 -13 17 18 24 -3 21 -1 -22 -6 -7 -15 -27 -23 29 -29
right_child=1 2 9 8 10 7 -8 -9 -10 -11 -12 12 -14 25 -16 -17 -18 -19 -20 -21 22 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0078020586096892268 0.0059781608509463079 0.0024668659241113043 0.0028563106041323586 0.00545655103518548 0.0065146444961238417 0.0058387716745851139 0.0075218027759521482 0.0031457117365990129 0.0030279010509724818 0.0032152940281602801 0.0031112357981331329 0.0042875867376004576 0.0033536551296016086 0.001238453863649695 0.0011899374048036939 0.0059200711621383876 0.0041573954331811458 0.0061821830467691389 0.0043930349273625848 0.0037152987938032372 0.0045882007293716184 0.0072311887679789612 0.00596043160510359 0.0049578287703749497 0.0051710570328930726 0.00091997621905447007 -0.00079846767949590298 0.0062782554983580423 0.0062790295382228033 0.0045328394544483681
leaf_weight=21 74 190 44 34 21 153 76 26 63 34 32 23 23 32 109 274 30 92 39 32 21 31 305 50 137 25 30 32 1031 37
leaf_count=21 74 190 44 34 21 153 76 26 63 34 32 23 23 32 109 274 30 92 39 32 21 31 305 50 137 25 30 32 1031 37
internal_value=0 0.00284935 0.00246282 0.00589818 0.00329801 0.00598148 0.00614413 0.00534249 0.00387918 0.00147218 0.00470154 0.0060859 0.00561828 0.00122524 0.00166916 0.00579365 0.00546913 0.0055626 0.00538935 0.00264682 0.00618714 0.00627631 0.00587204 0.0054183 0.00552333 0.000444551 -1.73568e-05 0.00624798 0.00622027 0.00534231
internal_weight=0 673 599 2448 325 2351 1874 477 97 274 103 1798 320 240 153 297 451 421 329 222 1478 1152 326 71 290 87 55 1131 1100 69
internal_count=3121 673 599 2448 325 2351 1874 477 97 274 103 1798 320 240 153 297 451 421 329 222 1478 1152 326 71 290 87 55 1131 1100 69
is_linear=0
shrinkage=0.00137286


Tree=609
num_leaves=31
num_cat=0
split_feature=1 2 46 15 4 3 15 148 13 157 14 48 52 159 49 1451 51 52 11 4 403 4 2 13 34 131 3 15 31 2
split_gain=22.9418 8.04422 6.8512 7.48833 10.8738 9.40355 9.39857 6.97157 6.40115 6.22599 5.72377 6.42233 4.92979 4.88853 4.78297 6.63986 6.77311 5.46624 14.9797 7.74217 6.12565 5.99366 4.98038 4.63602 4.6274 7.52223 7.9208 9.35851 6.60597 4.77836
threshold=0.11846000000000002 0.15361500000000003 0.084955000000000017 -0.44764999999999994 0.50996500000000011 0.11296500000000002 -0.0058549999999999991 0.088095000000000021 -0.16152999999999998 -0.48214999999999997 0.076975000000000002 -0.077484999999999984 -0.07167999999999998 0.087995000000000004 0.11560500000000001 0.089825000000000002 -0.23681499999999997 -0.049749999999999996 0.078340000000000007 0.0067750000000000006 -0.081224999999999992 -0.27825499999999997 -0.033169999999999991 0.01128 -0.038779999999999995 0.096070000000000016 0.32202000000000003 -0.41942499999999994 -0.081409999999999996 0.11870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 12 8 -5 -10 11 13 -7 -11 15 16 23 19 21 20 -18 -19 -22 -13 28 26 29 -28 -2 -26
right_child=24 -3 -4 5 -6 6 -8 -9 9 10 -12 14 -14 -15 -16 -17 17 18 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0016277257376156866 0.00078033268029922517 -0.00040568240193873862 0.0033995342528184455 -6.9886534624889377e-05 0.001513594211653509 0.0028250226616105298 -0.0007591755476280969 0.0036793766128048961 0.0030968095984908591 -0.00019619312058524497 0.0025220353951075224 0.0021150902667717328 0.00065356711197063944 0.0015737503154048284 0.00093642290640695352 0.0035121044627672068 0.00012779514064678967 0.002968573913636518 -0.00066778668976340272 -5.6347095381590383e-05 -3.4179023335742653e-05 0.0017177817251445876 0.0016556186003922671 0.0040720960899161204 0.0015800246348313671 0.0020782488945510253 0.001039397326864328 -0.0020324760491070406 -0.0018579203201574005 0.00049610464374108456
leaf_weight=21 26 24 25 26 35 20 39 20 35 41 83 46 33 34 112 23 39 47 31 46 22 1567 373 21 73 47 21 27 20 144
leaf_count=21 26 24 25 26 35 20 39 20 35 41 83 46 33 34 112 23 39 47 31 46 22 1567 373 21 73 47 21 27 20 144
internal_value=0 0.00158368 0.00160111 0.00158454 0.000335599 0.00161085 0.000526743 0.00164972 0.00163378 0.00165136 0.001631 0.00160021 0.00147298 0.000606181 0.00163225 0.00166743 0.00164807 0.00161401 0.00170856 0.00128997 0.00143267 0.00175421 0.0015615 0.00272848 0.000655138 0.000805798 0.000580118 -0.000688531 -0.000366734 0.000860741
internal_weight=0 2763 2739 2714 56 2658 92 2566 2546 2520 2485 2402 53 75 2327 2215 2192 2125 1645 480 434 1614 395 67 358 312 265 48 46 217
internal_count=3121 2763 2739 2714 56 2658 92 2566 2546 2520 2485 2402 53 75 2327 2215 2192 2125 1645 480 434 1614 395 67 358 312 265 48 46 217
is_linear=0
shrinkage=0.00345121


Tree=610
num_leaves=31
num_cat=0
split_feature=1 97 33 1375 151 44 4 13 402 51 0 133 1455 160 130 11 4 0 51 484 475 42 1209 9 10 2 16 4 49 376
split_gain=18.5829 7.1391 9.07492 5.92808 8.08873 4.67958 5.78247 7.05479 4.46845 5.67045 7.59904 5.20949 4.98145 5.93936 4.51924 5.05746 5.14062 7.29635 5.77834 10.0484 7.2241 7.41388 4.52394 4.43529 5.12733 5.89098 4.43128 4.15875 5.23685 4.44846
threshold=0.11846000000000002 -0.0047149999999999996 0.082285000000000011 -0.16449999999999998 -0.029339999999999995 0.081805000000000017 0.04735000000000001 0.086705000000000018 0.089785000000000018 -0.13782999999999998 -0.089604999999999976 0.11524500000000001 -0.23681499999999997 -0.55323499999999981 -0.11198999999999999 0.098315000000000013 -0.49405499999999997 1.0000000180025095e-35 -0.090529999999999985 0.085435000000000025 -0.085684999999999997 0.083865000000000009 0.082105000000000011 0.10141500000000002 -0.40134499999999995 0.25063000000000007 0.19444000000000003 0.50500500000000004 0.14233500000000002 0.080200000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 9 10 -5 -10 -11 -14 -15 16 26 18 19 -18 21 -20 -22 24 -2 27 -16 28 29 -26
right_child=23 2 -4 5 -6 -7 7 -9 11 12 -12 -13 13 14 15 -17 17 -19 20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.1468968035332234e-05 0.002449077122597489 0.0015108099726228793 0.003726698192630609 0.0036588338395493257 -0.0013415586777715022 0.0029372955062324526 0.0012451879794851517 -0.00025306818736901642 0.0022006559278408199 0.0026345151205587019 0.0016953320759495434 0.00043020985947344914 -0.00017210887986117919 0.002561245874202723 0.0035281798290025062 -0.00031113210470327983 0.0012912959083842327 0.00020536593732614332 0.0039087574868101171 -0.0015938608658336529 0.0013538233286863246 0.0014908120064026128 0.0020010013981943452 -0.0006711588423421673 0.001690483264080046 -0.0011900225245901138 0.0017815571426457266 0.00021645059962247152 -0.00013139671848930564 4.9491609358657491e-05
leaf_weight=38 20 28 22 33 22 27 413 43 197 42 94 23 29 43 24 21 52 63 30 21 1243 33 150 31 113 21 72 113 35 25
leaf_count=38 20 28 22 33 22 27 413 43 197 42 94 23 29 43 24 21 52 63 30 21 1243 33 150 31 113 21 72 113 35 25
internal_value=0 0.00145381 0.00147494 0.00145662 0.000255768 0.00147925 0.00146426 0.00110391 0.00153998 0.00148633 0.00220553 0.00201556 0.00143622 0.00140796 0.00143412 0.00140576 0.00142712 0.00137941 0.00142779 0.000461319 0.00147624 0.00264221 0.00142351 0.000601416 0.000722058 0.000609549 0.00221821 0.000741685 0.00108476 0.0013932
internal_weight=0 2763 2725 2703 50 2653 2626 456 2170 1950 127 220 1823 1781 1752 1709 1688 1592 1529 73 1456 63 1393 358 327 307 96 286 173 138
internal_count=3121 2763 2725 2703 50 2653 2626 456 2170 1950 127 220 1823 1781 1752 1709 1688 1592 1529 73 1456 63 1393 358 327 307 96 286 173 138
is_linear=0
shrinkage=0.00352023


Tree=611
num_leaves=31
num_cat=0
split_feature=96 2 52 0 39 12 455 1 1348 15 4 8 39 40 16 15 1186 479 0 15 3 129 4 1429 484 15 1373 483 10 4
split_gain=16.8597 13.0817 10.0942 10.1506 9.99631 7.43518 6.8566 6.39449 5.70372 5.16567 17.6574 7.53967 4.86452 5.00906 4.17743 5.57361 9.77259 6.55788 6.14055 6.97473 5.51994 4.90717 4.37732 4.16478 6.35273 4.62347 4.28737 4.51897 4.15345 4.0727
threshold=0.090365000000000015 0.11362000000000001 -0.53299999999999992 0.089620000000000019 -0.046074999999999991 -0.10022999999999999 0.092985000000000012 0.10708500000000001 0.090205000000000021 -0.41942499999999994 0.50644500000000015 0.086615000000000011 -1.0000000180025095e-35 -0.08440499999999998 -0.11118499999999999 0.013270000000000002 0.060550000000000007 0.088785000000000017 -0.11173999999999999 -0.016799999999999995 -0.070099999999999982 0.093420000000000017 -0.013125 0.079510000000000011 -0.085034999999999986 -0.022504999999999997 0.085770000000000013 0.11517500000000001 0.09820000000000001 -0.053309999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 8 -7 9 10 -1 12 -11 -14 -15 16 17 18 19 22 29 23 -16 26 -25 -26 27 -20 -12 -17
right_child=-2 2 3 -5 5 7 -8 -9 -10 11 28 -13 13 14 15 20 -18 -19 21 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0019307261985282932 -0.0016091747866565983 0.0022318322212502946 -0.001220141677446451 -0.0015051414002537041 0.00182861259849533 0.0010771362989437702 0.0027242734366776816 0.00027874775381224264 -0.00035144701715649667 0.0022363047822523711 0.0021334836408123206 0.0029023651438309398 0.00024363382643202537 0.0014423903360828618 0.0018899637160065086 0.0012115581168682735 -0.0005955263808124601 -0.0006410311286295016 0.00093286726065939336 -0.0012105042234942468 0.0020112192447001428 -0.00030277871629156514 0.00034873276483121066 0.0025922457538765089 0.0018472748550817067 0.00084764272638578335 0.00233303041931488 0.0022917176369267335 0.00048166366395858404 -4.373322730526071e-05
leaf_weight=21 21 31 25 21 45 135 23 245 23 34 25 21 56 330 21 897 35 21 610 20 75 21 67 38 68 98 21 22 28 23
leaf_count=21 21 31 25 21 45 135 23 245 23 34 25 21 56 330 21 897 35 21 610 20 75 21 67 38 68 98 21 22 28 23
internal_value=0 0.00103902 0.000603724 0.000496566 0.000589979 0.000696457 0.00112313 0.000562386 0.00110883 0.00112199 0.000355114 0.0011449 0.00112987 0.00111435 0.00113495 0.00108514 0.000934578 0.000987759 0.00102245 0.000359669 0.00124282 0.00110398 0.000716527 0.00113845 0.00150583 0.00125713 0.00102368 0.000980169 0.00126082 0.00118018
internal_weight=0 3100 502 471 450 425 2598 380 2575 2552 74 2478 2457 2423 2367 2037 1042 1007 986 108 995 878 88 857 204 166 653 632 53 920
internal_count=3121 3100 502 471 450 425 2598 380 2575 2552 74 2478 2457 2423 2367 2037 1042 1007 986 108 995 878 88 857 204 166 653 632 53 920
is_linear=0
shrinkage=0.00294557


Tree=612
num_leaves=31
num_cat=0
split_feature=96 2 39 52 0 132 455 160 13 447 457 9 14 151 151 12 41 39 41 2 15 1 152 48 13 2 11 1424 148 130
split_gain=13.6563 10.5962 8.23934 7.23012 9.12089 6.30348 5.55385 5.53752 5.59343 5.00345 5.24299 4.74495 4.87732 5.50917 6.7422 6.46144 5.39039 6.58413 5.94395 5.38666 4.92757 5.20046 4.65776 4.27291 3.97143 6.58767 3.86166 4.24708 3.78283 3.93976
threshold=0.090365000000000015 0.11362000000000001 -0.020804999999999994 -0.53299999999999992 0.062580000000000011 0.10859000000000001 0.092985000000000012 0.010565000000000001 -0.070999999999999994 0.093530000000000016 0.29113500000000009 -1.0000000180025095e-35 0.062655000000000016 0.10365500000000001 0.084350000000000008 0.088045000000000012 0.085095000000000018 -1.0000000180025095e-35 0.07831500000000001 0.11215000000000001 0.089295000000000013 0.07863500000000001 0.084430000000000019 0.14174500000000004 -0.079299999999999995 -0.013254999999999998 0.096970000000000015 1.0000000180025095e-35 -0.088884999999999978 -0.0087849999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 7 9 23 -9 10 11 24 13 14 16 -15 17 -13 19 22 21 -14 26 -5 -1 -26 27 28 -19 -30
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 12 20 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0016303859041609107 -0.0019881469486402246 -0.0014269529258615036 0.0027574446141271128 0.00072090990544830579 -0.0018007144567606535 0.0030855878684297863 0.0033658592308893867 0.00038838569378937121 0.0031680691865878757 -0.00059573776904622334 -0.00067610779329257574 0.0034945117432164828 0.0017587085741020267 -0.001387042890233879 0.0035564064407603039 0.0014921134134108544 7.5220311489895958e-05 0.0030862196804871916 0.003548875408692771 0.0029844285504413677 0.0013006020570060053 0.0043536965696643806 -0.00058001651543991507 -0.00085094611007500553 0.0011410683866072023 -0.0021016217220273079 -0.00034510165245262199 0.0031256356746561273 0.0019181647582796112 0.0013059854454189831
leaf_weight=24 21 27 31 322 22 20 23 20 29 21 20 25 23 25 24 26 49 21 21 34 41 28 20 31 21 20 21 23 189 1899
leaf_count=24 21 27 31 322 22 20 23 20 29 21 20 25 23 25 24 26 49 21 21 34 41 28 20 31 21 20 21 23 189 1899
internal_value=0 0.00128372 0.000745905 0.000869415 0.000737593 0.000869922 0.00138764 0.00075969 0.0020335 0.00136997 0.00138613 0.00140241 0.0014308 0.00139544 0.00142427 8.07623e-05 0.00140204 0.0014309 0.00140774 0.00138737 0.00234433 0.00318341 0.00136238 0.000582872 0.000323989 -0.000440732 0.00138042 0.00139742 0.00137857 0.0013614
internal_weight=0 3100 502 475 444 422 2598 402 49 2575 2554 2534 2469 2377 2326 51 2302 2253 2228 2207 92 51 2173 353 65 41 2153 2132 2109 2088
internal_count=3121 3100 502 475 444 422 2598 402 49 2575 2554 2534 2469 2377 2326 51 2302 2253 2228 2207 92 51 2173 353 65 41 2153 2132 2109 2088
is_linear=0
shrinkage=0.00404364


Tree=613
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 2 2 2 2 52 4 2 52 3 3 0 49 1 2 47 4 130 133 1 52 12
split_gain=1808.73 315.504 180.386 146.519 125.895 91.6952 77.4226 62.5279 60.0862 57.6158 46.8398 32.0862 28.8513 26.4962 23.731 22.4882 22.8768 21.7781 24.816 21.3544 18.6754 18.5023 36.2872 17.1472 41.8281 16.3065 17.6957 16.2603 17.8242 15.0754
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.094835000000000017 0.17025000000000004 -0.56176499999999996 0.23246000000000003 0.14122000000000004 0.12603000000000003 0.31534000000000006 0.076840000000000006 -0.036484999999999997 0.088340000000000016 0.089770000000000016 0.097845000000000015 0.090100000000000013 0.41555500000000006 -0.076894999999999977 0.087035000000000015 0.086920000000000011 0.40674500000000008 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 15 6 8 11 10 14 27 -1 17 -12 -6 16 23 18 19 -4 -13 29 -23 25 -25 -3 -27 28 -5 -15
right_child=1 2 12 5 9 -7 -8 -9 -10 -11 13 20 -14 21 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0064856149309228802 0.0059458785859304924 0.001613659760940796 0.00090079552719340864 0.0062189935020586238 0.0057277524325727676 0.0029228363778204761 0.0039524407563001872 0.0034200744212330688 0.0071158832886710393 0.0030466063769955436 0.0067295156636411535 0.0037198808812768983 0.00080729262202852649 0.0058383029175121037 0.0042705054799682656 0.0017906622412713353 0.0042986919502993933 0.0013188448525677872 0.0035818778103308105 0.0027303479795763 0.0054032490429933066 0.0034220062569447996 0.0056513156317659699 0.0049619510554011377 0.0022199544760856593 0.0031425167992827972 0.002172033715447079 0.0058470774001167626 0.0050203267699505437 0.0054266459669643019
leaf_weight=28 76 22 22 902 56 20 38 64 86 35 43 24 49 413 36 31 26 47 28 29 28 22 41 24 20 140 50 394 25 302
leaf_count=28 76 22 22 902 56 20 38 64 86 35 43 24 49 413 36 31 26 47 28 29 28 22 41 24 20 140 50 394 25 302
internal_value=0 0.00325421 0.00292158 0.00582176 0.00339986 0.00590806 0.00593441 0.00445174 0.00596821 0.00457578 0.00592213 0.00527707 0.00171905 0.00565947 0.00515753 0.00292274 0.00304719 0.00207362 0.00252266 0.00194113 0.00462631 0.00560033 0.00487283 0.00292008 0.00371559 0.00275497 0.00288713 0.00608538 0.00618667 0.00566443
internal_weight=0 691 615 2430 440 2286 2266 144 2228 127 2142 80 175 821 92 313 282 126 79 51 52 778 63 256 44 212 190 1321 927 715
internal_count=3121 691 615 2430 440 2286 2266 144 2228 127 2142 80 175 821 92 313 282 126 79 51 52 778 63 256 44 212 190 1321 927 715
is_linear=0
shrinkage=0.00140032


Tree=614
num_leaves=31
num_cat=0
split_feature=4 457 1 15 40 12 15 150 9 3 151 15 40 0 159 0 48 1447 41 41 4 0 52 15 12 16 13 15 12 1
split_gain=15.1565 6.03634 5.85274 5.35041 6.38399 6.29748 5.08872 7.56544 5.59867 4.68141 7.07483 5.92998 6.17992 5.7953 4.61228 4.29898 5.08841 6.95582 5.32736 5.5114 4.7768 4.63481 12.6959 11.7424 9.23474 5.81301 4.25408 3.81373 6.6158 3.92783
threshold=0.26450500000000005 0.31508000000000008 0.14516000000000004 -0.14601999999999996 0.051255000000000002 -1.0000000180025095e-35 -0.094329999999999983 0.083555000000000004 -1.0000000180025095e-35 -0.0069549999999999994 -0.10737499999999998 -0.56020999999999987 -0.077714999999999992 -0.040504999999999992 -0.012679999999999999 -0.23001499999999997 0.093265000000000015 -1.0000000180025095e-35 0.075585000000000013 0.088820000000000024 -0.37944499999999992 -0.10836499999999999 0.077655000000000016 0.013270000000000002 0.09202500000000001 -0.0087049999999999992 0.05868000000000001 -0.49307999999999996 -0.10022999999999999 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 14 -8 26 -11 -12 -13 27 -5 -10 18 -18 21 -20 -19 22 23 25 -25 -17 -2 -14 -29 -30
right_child=9 -3 -4 4 -6 -7 8 -9 15 10 11 12 13 -15 -16 16 17 20 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0038010092769225098 0.0013276369947598521 -0.00028094566836065447 -0.0003247531465683512 0.0022731977959320939 -0.00041912233007611506 0.0017098881764356704 -6.3068527135805072e-05 -0.0011086263306820511 0.0027550647390417377 0.002221581447789681 0.0016011135158610181 -0.0020467701931768043 -0.0010012578503309603 -0.001736577543152593 0.00076122210419658852 0.0011467396637430609 -0.0011697223961018635 0.0024337393820797878 0.0030497477969011482 0.0010670725910905954 0.00070965829407429177 0.0014409201413674603 -0.0013547929127970054 0.0038838924379249436 0.00071237253599053512 -0.0013877946064916648 0.0001220206989905953 0.0024069857997886107 0.0010207664111857005 -0.00063918017434124873
leaf_weight=22 131 30 27 32 27 119 34 24 30 20 25 22 23 21 139 28 21 26 51 28 102 1893 29 29 20 20 53 21 34 40
leaf_count=22 131 30 27 32 27 119 34 24 30 20 25 22 23 21 139 28 21 26 51 28 102 1893 29 29 20 20 53 21 34 40
internal_value=0 0.00132082 0.00133861 0.00135541 0.00131751 0.00203616 0.00133622 0.000779206 0.00138322 0.000564119 0.000192325 -2.58743e-05 -0.000278512 1.35607e-06 0.00104416 0.00140482 0.00138679 0.000745626 0.00143233 0.00234703 0.00105986 0.00139654 0.000729716 0.00135292 0.00258939 9.06837e-05 0.000980367 0.000310649 0.000628269 0.000123498
internal_weight=0 2731 2701 2674 2533 141 2506 195 2311 390 206 186 161 139 171 2277 2247 149 2098 79 128 2019 126 97 49 48 184 118 95 74
internal_count=3121 2731 2701 2674 2533 141 2506 195 2311 390 206 186 161 139 171 2277 2247 149 2098 79 128 2019 126 97 49 48 184 118 95 74
is_linear=0
shrinkage=0.00359063


Tree=615
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 2 1 11 2 4 49 2 3 11 43 50 40 15 1 15 16 16 159 159 1 2 151
split_gain=1806.77 304.068 150.498 123.634 109.83 102.073 85.6208 68.5453 64.8588 61.821 51.7707 49.7509 34.666 32.506 30.3445 27.4168 25.2396 24.6444 24.0823 22.0698 21.1428 19.5382 19.2268 18.4958 19.6417 30.4641 17.8641 21.1912 38.5305 17.7803
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13754500000000003 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 -0.15464999999999998 -0.054984999999999992 0.094835000000000017 -0.11171999999999999 0.078340000000000007 -0.09002499999999998 0.041865000000000006 -0.077714999999999992 -0.059484999999999989 0.12408500000000001 -0.41942499999999994 0.0057500000000000008 0.083160000000000026 0.050895000000000003 0.0089800000000000019 0.086920000000000011 0.098035000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 13 7 6 10 19 -9 14 11 23 -10 -2 -1 17 -12 -13 22 -3 -16 -14 -6 -4 25 -25 27 -17 -29 -24
right_child=1 4 5 -5 18 -7 -8 8 12 -11 16 15 21 -15 20 26 -18 -19 -20 -21 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=0.0056502304722718796 0.0033834342142776553 0.0023961984298349549 0.0053337557722057533 0.0028673689096114846 0.0016854622364127481 0.0025034407309509374 0.0033943467215865365 0.0040783352768779361 0.0040892706708148098 0.0030808494272535876 0.0068356760474097538 0.0050961540255711098 0.0027421397614655792 0.0048703569831999556 0.0047519454350049093 0.0049572209961010446 0.0056220070568061796 0.0034724215127820202 0.0023088217176284349 0.0012778515155632717 0.003228658471828278 0.0018923144676369671 0.0012280956196213924 0.0049503392166150642 0.0052584223393920436 0.00320625297488197 0.005404111686418623 0.0029000750255655395 0.0049860882837604063 -0.00023023586823352858
leaf_weight=26 24 47 1167 85 29 20 37 57 21 67 30 21 130 127 29 556 109 33 23 50 22 52 22 44 88 20 110 20 31 24
leaf_count=26 24 47 1167 85 29 20 37 57 21 67 30 21 130 127 29 556 109 33 23 50 22 52 22 44 88 20 110 20 31 24
internal_value=0 0.00291848 0.00506572 0.00399773 0.00235869 0.00513891 0.00516217 0.00266031 0.00297392 0.00390389 0.00519152 0.00514546 0.00266381 0.00463402 0.00462004 0.00490901 0.00588395 0.00410387 0.00125994 0.00181973 0.00409484 0.00249933 0.000938278 0.00528368 0.00489922 0.00440531 0.00496965 0.00489091 0.00416804 0.000467227
internal_weight=0 691 2430 236 455 2286 2266 357 260 144 2229 2090 203 151 77 771 139 54 98 97 51 182 75 1319 152 64 717 607 51 46
internal_count=3121 691 2430 236 455 2286 2266 357 260 144 2229 2090 203 151 77 771 139 54 98 97 51 182 75 1319 152 64 717 607 51 46
is_linear=0
shrinkage=0.00117172


Tree=616
num_leaves=31
num_cat=0
split_feature=1 2 48 123 48 402 400 13 11 43 2 131 2 1184 4 4 1213 1420 0 43 4 474 12 475 157 51 132 12 4 43
split_gain=17.1864 6.19866 5.46448 4.9618 5.14249 4.442 4.32466 4.17014 6.93947 8.34576 7.09463 4.1279 6.88261 3.61041 3.62932 4.79005 3.79498 3.46588 5.29483 12.809 9.93347 4.03425 5.7256 3.93884 6.63169 3.74254 3.46113 7.941 4.23383 4.08467
threshold=0.11846000000000002 0.10252500000000002 0.13400000000000004 0.085290000000000019 0.081805000000000017 0.09388500000000001 -0.062539999999999984 -0.097224999999999992 0.078730000000000008 0.10915000000000001 0.089885000000000007 0.10033500000000002 0.31358000000000003 1.0000000180025095e-35 0.098655000000000007 0.065520000000000009 -0.082144999999999982 -0.083904999999999993 -0.066089999999999996 -0.11008499999999999 -0.27825499999999997 0.087035000000000015 0.084405000000000022 -0.085734999999999992 -0.081364999999999979 -0.14596499999999998 0.081465000000000024 0.088845000000000021 -0.50690499999999983 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 11 -3 8 9 10 -1 12 -2 14 15 16 -9 -18 21 -20 25 23 -23 24 -19 -21 28 -28 -8 -30
right_child=5 2 -4 4 -6 -7 26 13 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0018644210133852901 0.00070131435294889599 -0.00027311842606113004 -0.00069549550800431935 -0.00087923707877850189 0.0013067729064348342 -0.00079081988514474516 0.0028759317963309309 0.0017778410849230188 0.0035646680114250736 0.0028607309865416024 -0.00017385113432663666 0.0019835470615181972 -0.0011858843909609471 0.0024821823599539988 0.00072494926691858794 0.0029374475731762813 0.0024093469293866993 0.0032189245146846488 -0.0016168870024822156 0.00082369094190830729 0.00014394258629929512 -0.00083024417860856766 0.0011148672490921138 0.0013776295016079336 0.0011651800766137191 0.0024677635656779905 -0.0010056820304017364 0.0015867244963941147 0.001883373798450485 0.0011099742055463418
leaf_weight=46 283 22 20 28 22 26 20 243 26 42 34 25 24 34 95 23 33 36 23 23 65 21 99 1219 36 51 24 31 101 346
leaf_count=46 283 22 20 28 22 26 20 243 26 42 34 25 24 34 95 23 33 36 23 23 65 21 99 1219 36 51 24 31 101 346
internal_value=0 0.00134388 0.00104406 0.00110263 8.26073e-05 0.000555972 0.00119639 0.00142955 0.0019776 0.00163937 0.000998155 0.000661444 0.000553781 0.00138901 0.00137012 0.00140286 0.00138377 0.00132414 0.00130138 0.000722029 0.00110904 0.00136789 0.000774473 0.00142305 0.00219205 0.00195677 0.00125832 0.000455493 0.00135287 0.00128472
internal_weight=0 2763 614 594 50 358 544 2149 148 122 80 332 307 2001 1967 1872 1849 1606 1573 162 139 1411 120 1291 72 74 522 55 467 447
internal_count=3121 2763 614 594 50 358 544 2149 148 122 80 332 307 2001 1967 1872 1849 1606 1573 162 139 1411 120 1291 72 74 522 55 467 447
is_linear=0
shrinkage=0.00338353


Tree=617
num_leaves=31
num_cat=0
split_feature=3 2 15 13 4 30 121 146 48 15 150 483 152 13 11 13 0 398 399 13 15 133 1213 3 3 3 12 42 40 12
split_gain=14.1469 8.67354 7.84997 9.29322 8.43269 6.83473 6.15426 5.1066 4.97846 4.49717 6.43244 5.36504 5.20708 5.12303 7.34401 5.6957 5.04807 4.57899 10.8924 4.29085 5.73738 4.55645 5.01887 4.28994 5.74165 7.12291 6.62514 5.98264 5.82424 5.01868
threshold=0.30112000000000005 0.13622000000000004 -0.03241999999999999 -0.0057949999999999989 0.27287000000000006 0.086430000000000021 -0.080284999999999981 0.085195000000000007 0.12370000000000002 0.013270000000000002 0.083095000000000016 0.11194500000000002 0.084430000000000019 0.0049450000000000006 0.078730000000000008 0.15641500000000003 -0.089019999999999974 1.0000000180025095e-35 0.086340000000000014 -0.017449999999999997 0.083490000000000023 0.11524500000000001 0.052820000000000013 -0.24190499999999995 -0.11171999999999999 -0.13927999999999999 -0.12529499999999996 0.086555000000000007 1.0000000180025095e-35 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 8 6 -1 9 -3 11 13 12 17 14 19 16 -15 18 23 20 -11 -22 -23 -8 25 27 -26 -25 29 -28
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.0028924891249535317 4.1604100918821121e-05 0.0030749096943329338 0.00056943440142129232 -0.0021444546270840332 0.00014499317748510422 0.0001190985160814774 0.001869644034197052 0.0026241374851262139 0.00092771928245000677 -0.00044291642624019284 0.0030482304604368916 0.0019975020948452059 -0.00053871635410981554 0.0017395801642152654 0.0030999321729169691 0.0014992801374602801 -4.0759643821053782e-05 0.0025021445076468486 -0.0013342414213328606 0.0016130537518514697 0.001392172861265722 0.0010615672203828689 -0.00028712824685698407 0.0012142732982996793 0.0026981979663511378 -0.00075036470425922364 0.00034542825606653749 -0.00038183717937279743 -0.0006244822613408012 0.0011284808529869392
leaf_weight=21 132 21 29 23 65 64 60 24 23 22 21 57 22 20 24 65 85 21 20 318 418 127 36 94 25 39 90 32 21 1102
leaf_count=21 132 21 29 23 65 64 60 24 23 22 21 57 22 20 24 65 85 21 20 318 418 127 36 94 25 39 90 32 21 1102
internal_value=0 0.0011082 0.000388362 -0.00063094 0.000874635 0.00114918 0.00117303 0.00115986 0.00195251 0.00114694 0.00130001 0.00103709 0.00100122 0.00126708 0.00135875 0.000757531 0.000298353 0.00102375 0.00100281 0.00131337 0.00115533 0.00121585 0.000763696 0.00103476 0.000999055 0.000440356 0.00107352 0.000808912 0.00104003 0.00106936
internal_weight=0 2989 161 52 109 2828 2764 2743 44 2719 1136 1583 1526 1115 945 170 105 1504 1483 921 603 581 163 1463 1403 165 1238 126 1213 1192
internal_count=3121 2989 161 52 109 2828 2764 2743 44 2719 1136 1583 1526 1115 945 170 105 1504 1483 921 603 581 163 1463 1403 165 1238 126 1213 1192
is_linear=0
shrinkage=0.00318838


Tree=618
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 1 2 2 2 475 52 52 14 159 160 16 1 12 4 3 16 16 2 15
split_gain=2150.85 370.869 207.723 176.433 149.04 104.272 67.6625 64.9466 60.9483 58.895 50.1421 36.9635 53.7374 26.351 20.1091 19.909 21.2012 25.2248 19.7765 18.6121 39.1647 18.3671 18.1946 17.5744 17.5903 30.3869 17.5054 17.4722 17.1358 16.8055
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.13501500000000002 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.14019000000000004 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 -0.46413499999999996 0.083335000000000006 -1.0000000180025095e-35 0.19444000000000003 0.086560000000000012 0.088245000000000004 -0.085594999999999991 0.090900000000000009 0.13751500000000003 -0.0094449999999999968 0.14753000000000002 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 28 11 -6 -5 15 23 13 -13 18 -7 17 -17 -3 20 -20 -18 -19 24 -1 -26 -12 -22 -4 -30
right_child=1 2 6 9 8 10 -8 -9 -10 -11 26 12 -14 -15 -16 16 21 22 19 -21 27 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0064153102198196118 0.0057868610636799449 0.0040322213956162176 0.0015740121477993752 0.0052018457767965248 0.0050462387603140606 0.0060431259058256713 0.0035496214515500935 0.007106691010028505 0.0029957440582034228 0.0030285799748203798 0.0031562564194247372 0.0041214018902067037 0.0034375308942430683 0.0056862231601564244 0.0016933345188729803 0.0053604194139943101 0.0057463968695111965 0.0047105354201083475 0.004613686353002743 0.002020488328808114 0.0028973543792885793 0.0043959111106086912 0.0032593907198117346 0.0057471774365161583 0.0059979733822459634 0.0043539682901858412 0.0047947405929665904 0.001833194397783187 0.0015045476802278872 0.00022039170281379792
leaf_weight=185 76 21 91 37 85 60 25 76 38 58 27 21 23 272 35 105 139 72 21 60 125 21 20 596 676 21 21 36 30 48
leaf_count=185 76 21 91 37 85 60 25 76 38 58 27 21 23 272 35 105 139 72 21 60 125 21 20 596 676 21 21 36 30 48
internal_value=0 0.00298189 0.00263526 0.00567303 0.00316625 0.00574618 0.00148294 0.00588801 0.00441275 0.00387501 0.00517581 0.00583639 0.00541856 0.00557407 0.00265176 0.00532576 0.00520519 0.0049096 0.00277931 0.00267058 0.0028849 0.00556915 0.00439507 0.00592572 0.00604637 0.00594844 0.00387309 0.00265941 0.00117722 0.000714298
internal_weight=0 691 615 2430 421 2335 194 1870 123 95 465 1794 316 293 298 417 357 197 263 242 182 160 92 1478 882 697 48 161 169 78
internal_count=3121 691 615 2430 421 2335 194 1870 123 95 465 1794 316 293 298 417 357 197 263 242 182 160 92 1478 882 697 48 161 169 78
is_linear=0
shrinkage=0.00134594


Tree=619
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 0 2 1 4 13 0 2 14 52 12 4 15 2 50 2 159 48 4 0 14 12
split_gain=2151.67 264.904 244.036 140.87 126.704 106.13 77.6257 65.2919 54.2722 51.1309 50.189 49.9858 47.3558 41.6609 39.0075 37.2805 37.1374 34.01 30.2896 29.1211 42.2569 27.1063 26.7151 25.0621 24.8422 22.4336 21.4623 21.354 20.3015 17.6863
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091625000000000012 0.27287000000000006 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 0.12765500000000005 0.033845000000000007 -1.0000000180025095e-35 -0.23194499999999998 0.11704500000000001 0.076175000000000007 1.0000000180025095e-35 0.13597000000000004 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.041865000000000006 0.10381000000000001 0.084250000000000005 0.084855000000000014 0.024790000000000003 -0.13027499999999997 -0.46166999999999997 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 14 7 16 13 -6 10 29 28 18 24 -1 -2 27 23 -8 21 -21 -16 -7 -12 25 -3 -15 -4 -9 -10
right_child=1 5 6 -5 8 22 12 11 9 -11 17 -13 -14 26 19 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0072426370340355553 0.0054414758548658503 0.0041528895359168334 0.0049474879549029661 0.0027188457029710691 0.0056153569226239869 0.00059152781554577772 0.0057797842596381387 0.0039322125764612919 0.0039835246324785769 0.0021790114899964941 0.0040959302158474434 0.0012764865078292392 0.0048926460969271821 0.0048857327600277068 0.0064939375294794672 0.0034196704636858324 0.0072821528228896766 0.0050500805631348367 0.0043737977722940122 0.0053833254720321777 0.0033954834943257409 0.0046549847378015933 0.0022549981691482803 0.0024996712760381652 0.0017357754972535922 0.0025388504940126663 0.0031811920755766706 0.0060788969070948388 0.0023504851376135753 0.0055155505672781343
leaf_weight=22 95 26 31 75 35 73 648 21 20 30 28 82 154 32 53 20 46 20 29 76 26 20 23 49 32 39 23 1201 49 43
leaf_count=22 95 26 31 75 35 73 648 21 20 30 28 82 154 32 53 20 46 20 29 76 26 20 23 49 32 39 23 1201 49 43
internal_value=0 0.00284536 0.00569959 0.00415393 0.00476528 0.00222379 0.00588654 0.00261338 0.00407519 0.00379148 0.00409382 0.00198962 0.00556632 0.00323714 0.00555346 0.00508986 0.00609476 0.0034863 0.00571956 0.00534111 0.00487662 0.00599011 0.000990068 0.00308013 0.00270655 0.00318447 0.00417292 0.00605043 0.002825 0.00502919
internal_weight=0 590 2531 190 422 400 2109 304 225 190 160 152 831 152 197 115 1278 97 677 175 102 73 96 77 97 65 55 1232 70 63
internal_count=3121 590 2531 190 422 400 2109 304 225 190 160 152 831 152 197 115 1278 97 677 175 102 73 96 77 97 65 55 1232 70 63
is_linear=0
shrinkage=0.00134594


Tree=620
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 1 47 2 133 1 2 132 1 12 475 52 52 1 13 14 16 16 48 12 12 3
split_gain=2164.82 370.307 208.381 173.277 154.564 112.142 60.2332 59.8383 55.1608 51.3349 40.9733 32.7639 24.7599 23.0659 49.8294 22.6781 21.2287 20.962 19.9695 26.125 29.3239 25.0489 18.6101 24.4957 17.8759 16.9458 15.6483 15.4339 15.3872 15.1539
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.13082500000000002 -0.090999999999999984 0.089200000000000015 0.086920000000000011 0.090425000000000019 0.089365000000000014 0.16540500000000002 0.087695000000000009 -0.066784999999999983 0.039215000000000007 -0.10925999999999998 0.076935000000000017 -0.011289999999999998 -1.0000000180025095e-35 0.19444000000000003 0.13751500000000003 0.083685000000000009 0.10345000000000001 0.096475000000000019 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 8 18 28 11 -5 16 -1 15 17 -15 22 -4 -13 -7 20 27 -22 -3 -24 -21 -8 -11 -20 -6 -14
right_child=1 2 10 9 7 6 25 -9 -10 26 -12 13 29 14 -16 -17 -18 -19 19 24 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039454644382768004 0.0054053305994217742 0.0024779638071905975 0.0014733957088564386 0.0050906681272029674 0.0054267987021918195 0.0056369249551354167 0.002958905779527028 0.0029498289993932659 0.0065061666093138102 0.0023905599387750521 0.0030718503419673989 0.005693094019397142 0.0023964514145579799 0.0053473296592878279 0.0036692634128756814 0.0015099319133342558 0.0002053080470845183 0.0053934715639320473 0.0052279028969676152 0.005405761017218064 0.0044322532141992188 0.0029081046667635562 0.0042878611442646042 0.0029084214973370093 0.0042227134431530623 0.0043903869247239333 0.0035951999557073959 0.0040888203571148403 0.004360567353262455 0.0010006957303802173
leaf_weight=20 76 114 132 28 29 60 27 40 76 24 21 751 25 396 27 20 22 600 89 139 67 20 22 112 21 21 43 21 58 20
leaf_count=20 76 114 132 28 29 60 27 40 76 24 21 751 25 396 27 20 22 600 89 139 67 20 22 112 21 21 43 21 58 20
internal_value=0 0.00291648 0.00260892 0.00531389 0.00304766 0.00537826 0.00485302 0.00415971 0.00550887 0.00373164 0.00150579 0.00546662 0.00259645 0.00548377 0.00524022 0.00273419 0.00129224 0.00556003 0.00499896 0.00489174 0.00460036 0.00408187 0.00283292 0.0031349 0.00525049 0.00358518 0.00316369 0.00501044 0.00471598 0.00177612
internal_weight=0 691 615 2430 440 2335 465 127 1870 95 175 1794 313 1774 423 268 154 1351 417 357 197 87 248 134 160 48 67 110 87 45
internal_count=3121 691 615 2430 440 2335 465 127 1870 95 175 1794 313 1774 423 268 154 1351 417 357 197 87 248 134 160 48 67 110 87 45
is_linear=0
shrinkage=0.00119516


Tree=621
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 14 4 1 2 1 50 40 150 2 2 1 1 2 52 4 4 4 0 49 133
split_gain=2700.38 435.459 223.768 199.088 149.777 140.037 94.855 75.546 67.5744 65.5402 65.1346 48.735 45.5166 65.4502 37.5957 33.6841 28.9957 26.8906 26.2183 25.1146 22.2186 21.7683 21.635 21.0786 20.0089 18.5699 17.4862 22.1109 16.4741 16.319
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13501500000000002 0.062655000000000016 -0.15289999999999995 0.089625000000000024 0.090425000000000019 0.122715 0.041865000000000006 -0.078554999999999986 1.0000000180025095e-35 -0.0091949999999999983 0.088850000000000012 0.13288500000000003 0.13075500000000004 0.31358000000000003 0.40674500000000008 0.061775000000000004 -0.036839999999999991 0.038415000000000012 0.14486500000000005 -0.054319999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 16 24 -4 17 12 -9 19 18 25 22 -3 26 -14 23 -13 29 -6 -1 -8 -2 27 -7 -10 -5
right_child=1 4 8 21 15 9 7 11 28 -11 -12 20 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014822327735836629 0.014756936044012806 0.010735504487972709 0.013908768742425914 0.010777978627616158 0.0093169759584966969 0.014370993414208931 0.013822148942002278 0.013059227605448281 0.012243832697555451 0.012354071467450984 0.015813720350839174 0.011068581278366536 0.012928239515165304 0.011970894104278727 0.012471117811080037 0.01061574374466441 0.0092822636346262567 0.012753003171427399 0.014395029880270553 0.014432862757135458 0.0096434637799477224 0.010195462573539565 0.0078380602509454927 0.013515517676254885 0.012197757726359991 0.013687293067642214 0.01366440734411224 0.013018992350037766 0.010892754314154643 0.01220603393904084
leaf_weight=930 50 45 34 22 61 250 23 20 33 48 76 142 23 23 29 26 51 29 274 526 22 24 24 22 31 65 127 23 30 38
leaf_count=930 50 45 34 22 61 250 23 20 33 48 76 142 23 23 29 26 51 29 274 526 22 24 24 22 31 65 127 23 30 38
internal_value=0 0.0113891 0.0143736 0.012872 0.0106294 0.0144547 0.0110707 0.0115173 0.0124096 0.0138163 0.0146172 0.0111146 0.0145666 0.0141154 0.0138138 0.00930143 0.00996347 0.01398 0.0142814 0.0146643 0.0108774 0.0112576 0.0088994 0.0147921 0.0128896 0.0141524 0.0140689 0.0142571 0.0116005 0.0116824
internal_weight=0 673 2448 228 445 2351 334 238 97 477 1874 184 1798 320 144 111 96 429 297 1478 164 84 85 952 54 115 400 273 63 60
internal_count=3121 673 2448 228 445 2351 334 238 97 477 1874 184 1798 320 144 111 96 429 297 1478 164 84 85 952 54 115 400 273 63 60
is_linear=0
shrinkage=0.00131955


Tree=622
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 3 3 14 1 2 13 1 2 39 16 0 475 52 52 12 12 4 2 1 16 3 150 13
split_gain=1666.76 292.307 165.812 153.495 97.2063 84.9272 74.4892 53.119 53.9141 49.3362 47.7296 46.4863 31.3592 27.6905 47.5704 27.5282 30.0004 26.8562 19.9402 20.9245 23.6591 19.4073 18.6288 18.3348 18.2409 17.3258 17.231 15.9295 15.0907 14.8238
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.098630000000000009 -0.022174999999999997 0.31370500000000007 0.076840000000000006 0.062655000000000016 0.077845000000000011 0.14285500000000004 -0.47860499999999995 0.089625000000000024 0.090425000000000019 0.095830000000000012 -0.25582999999999995 -0.061629999999999997 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.10345000000000001 0.087695000000000009 -0.50940999999999981 -0.0091949999999999983 0.11551000000000002 0.19444000000000003 0.086245000000000016 0.11857000000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 9 17 8 15 13 -5 18 -9 22 24 16 -4 25 -7 20 21 -20 23 -1 -15 -3 -21 -25 -6 -22
right_child=1 2 7 10 28 11 -8 12 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 26 29 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0065726540170896307 0.0052779706333277816 0.0058014440676007238 0.001831402546105178 0.0049858599152234964 0.0029372114007803611 0.0055317900109572394 0.002891186054175229 0.0018396489948245109 0.0034798486197091917 0.0063079634965863603 0.0030906162613041081 0.0034898650143540245 0.00034508895306821177 0.0040154570196564987 0.0032894368300093141 0.0014917160405402928 0.003482032106998551 0.0036081973815086116 0.0051649043761379304 0.0052554486783439871 0.004580314055824603 0.0039042130411228808 0.0052249039480116487 0.0055096821288774436 0.0051946593917687285 0.0045148841977846891 0.0040954587834231282 0.0047379925230536949 0.0019899880023047409 0.0036101220529978079
leaf_weight=23 76 35 36 28 181 60 45 54 51 76 67 39 34 21 23 72 30 20 86 141 44 23 670 743 272 28 22 42 29 50
leaf_count=23 76 35 36 28 181 60 45 54 51 76 67 39 34 21 23 72 30 20 86 141 44 23 670 743 272 28 22 42 29 50
internal_value=0 0.0030225 0.00274377 0.00516819 0.0033168 0.00522999 0.00415418 0.00204455 0.00240882 0.00534593 0.00364921 0.00476376 0.00126221 0.00530517 0.00497762 0.00201301 0.00258169 0.00483893 0.00488039 0.0047736 0.00451241 0.00489889 0.0053752 0.00549983 0.00511014 0.00522964 0.00509889 0.00546839 0.0028064 0.00406425
internal_weight=0 691 615 2430 338 2335 128 277 189 1870 95 465 88 1794 316 138 66 83 426 366 203 109 1478 808 293 63 163 785 210 94
internal_count=3121 691 615 2430 338 2335 128 277 189 1870 95 465 88 1794 316 138 66 83 426 366 203 109 1478 808 293 63 163 785 210 94
is_linear=0
shrinkage=0.00121906


Tree=623
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 4 9 3 12 43 12 4 123 12 41 1454 158 1 15 2 48 16 16 2 3 43 4 2
split_gain=46.308 14.1015 9.27517 9.87897 8.52549 6.84665 8.44127 7.77397 6.04139 5.79459 6.30049 5.37873 6.51228 5.10149 4.52972 4.51765 5.89218 5.55832 6.06578 10.6604 5.04889 4.80567 4.47321 4.5428 4.79559 5.87323 4.73148 4.5958 4.37874 5.06126
threshold=0.11846000000000002 0.051320000000000005 0.091615000000000016 -0.096099999999999977 0.078320000000000015 -0.078139999999999973 0.11924500000000002 1.0000000180025095e-35 0.081890000000000004 0.30112000000000005 -0.42850999999999995 -0.085594999999999991 -0.086254999999999984 0.40124500000000002 0.084475000000000008 0.086305000000000007 0.077565000000000009 0.083100000000000021 0.10254000000000001 0.086105000000000015 0.13592500000000005 0.12992500000000004 -0.024949999999999996 -0.16075999999999999 -0.071854999999999988 0.091055000000000011 0.0022600000000000003 0.0051600000000000005 -0.04890499999999999 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 22 11 13 28 -11 12 -5 15 -13 17 20 18 19 -3 21 -17 -7 26 25 -25 -24 -26 -2 -30
right_child=9 8 -4 4 -6 6 -8 -9 -10 10 -12 14 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=0.00024741795308585117 0.0031771945271319448 0.0034091202728164325 7.7031674541121529e-05 0.001631885900178019 0.0046160962089974973 0.0017390671055735329 0.0014781842178103906 0.00035409516643472426 0.0047489744337390694 0.0019628746612654112 -6.6875025336512103e-05 0.00019078211832785269 0.0043811271594363333 0.0013823014030445461 0.0024551458652106021 0.0029571482748056094 0.0011523176218829004 0.001696157420603799 0.0047005479195304425 0.00074863323891617294 0.0016280014973519992 0.004750981966969413 0.0031920850456302339 0.0032081159482128937 0.0035258617616456267 0.00032290655530742339 0.0056238569792840349 0.0016087116542371203 0.0019584633275972199 0.00077213491919519972
leaf_weight=28 27 444 25 22 28 34 62 41 29 34 64 23 29 28 29 1508 27 29 48 23 41 22 26 21 134 20 21 21 154 79
leaf_count=28 27 444 25 22 28 34 62 41 29 34 64 23 29 28 29 1508 27 29 48 23 41 22 26 21 134 20 21 21 154 79
internal_value=0 0.00288345 0.00234594 0.00245118 0.00257193 0.00245343 0.00274911 0.00175736 0.00302131 0.00142694 0.000637324 0.00231594 0.00319518 0.00299823 0.0014536 0.00301935 0.00291725 0.00331927 0.00341067 0.00327809 0.00294758 0.00298294 0.00303358 0.0032147 0.00295958 0.0018007 0.00427862 0.00326612 0.00172456 0.00155623
internal_weight=0 2763 564 539 511 483 339 144 2199 358 98 103 51 2170 52 2142 1598 544 515 467 1571 1530 277 243 196 41 47 155 260 233
internal_count=3121 2763 564 539 511 483 339 144 2199 358 98 103 51 2170 52 2142 1598 544 515 467 1571 1530 277 243 196 41 47 155 260 233
is_linear=0
shrinkage=0.00381041


Tree=624
num_leaves=31
num_cat=0
split_feature=4 3 2 149 106 44 147 39 2 13 48 1 48 1446 3 4 0 13 3 3 41 1 16 12 13 0 3 13 16 2
split_gain=38.0725 10.9594 10.5793 8.11416 6.11045 5.522 6.36559 5.78476 7.06616 7.01851 5.13928 5.02527 4.73462 7.56951 5.82284 5.14901 8.26591 4.8934 9.84097 10.2966 14.0817 5.77138 4.70689 4.67368 4.52904 4.50198 6.06098 5.89119 4.76194 4.32968
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 0.085655000000000009 1.0000000180025095e-35 0.091170000000000015 0.10076500000000001 0.096015000000000017 0.27020000000000005 -0.074214999999999989 0.12082500000000002 0.093265000000000015 0.088645000000000015 -0.086274999999999977 -0.42529999999999996 1.0000000180025095e-35 0.043850000000000007 -0.15447499999999995 -0.10115999999999999 0.076195000000000013 0.083135000000000014 -0.077879999999999991 0.085885000000000017 0.15641500000000003 -0.10474999999999998 -0.0025099999999999996 -0.11122999999999998 -0.40995499999999996 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 7 9 -9 12 -2 -12 15 14 -14 -1 17 18 -17 20 -20 24 -23 -18 -19 -13 28 -28 -27 -21
right_child=3 -3 -4 -5 -6 -7 -8 8 -10 -11 11 25 13 -15 -16 16 23 21 19 29 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0032154923609701434 -0.0001912963053625496 0.0010912806433849239 5.8040421669551828e-05 0.0030458898148760173 0.00091883980073094213 0.0038462713202595897 0.0010025654132281396 0.002868160462928304 0.00024143281082678088 0.0041683024997093872 0.001753547861161487 0.0017713833562619762 0.0031946521285538079 -8.1666288737652562e-05 0.0018471822385054031 0.0046254316332393422 -0.00030411178862105445 0.0019403212192399249 -0.0010812420645944167 0.0026088252987659416 0.0028504326647917082 0.0024022488724362479 0.00030498932156228855 0.0020941641168679991 0.0032554596640289629 0.00049906756978740797 0.0010695088012097297 -0.001336089268891614 0.0025850437383618413 0.0041768853570238124
leaf_weight=151 39 75 23 28 31 40 36 23 31 34 121 44 58 20 144 31 20 93 23 1755 24 22 37 22 53 43 21 35 21 23
leaf_count=151 39 75 23 28 31 40 36 23 31 34 121 44 58 20 144 31 20 93 23 1755 24 22 37 22 53 43 21 35 21 23
internal_value=0 0.00244513 0.00248282 0.00119144 0.0025037 0.00252231 0.00250194 0.002523 0.00136022 0.00254801 0.00103118 0.00119847 0.00252576 0.00202545 0.00223408 0.00257504 0.00252905 0.00256119 0.00261934 0.00258526 0.000926422 0.00203475 0.00108702 0.000952128 0.00241773 0.000788922 0.000428687 -0.00043399 0.00118353 0.00262911
internal_weight=0 2769 2694 352 2671 2640 2600 2564 54 2510 324 285 2476 222 202 2254 2103 2061 1856 1825 47 205 59 42 146 164 120 56 64 1778
internal_count=3121 2769 2694 352 2671 2640 2600 2564 54 2510 324 285 2476 222 202 2254 2103 2061 1856 1825 47 205 59 42 146 164 120 56 64 1778
is_linear=0
shrinkage=0.00359063


Tree=625
num_leaves=31
num_cat=0
split_feature=1 2 0 123 2 1 457 30 33 0 43 4 3 12 3 47 402 52 14 12 12 15 11 1429 1 1456 156 156 484 15
split_gain=31.0074 10.5321 6.4832 6.16943 5.52065 5.23998 5.09234 5.00721 6.16852 4.72173 4.15983 7.24977 5.19612 4.46539 4.276 4.13536 5.33535 4.12938 7.64168 6.32055 4.98584 3.98006 7.43699 4.78064 5.05885 6.25135 4.504 9.11544 6.05381 11.3647
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.085740000000000011 0.15609500000000001 0.16773500000000005 0.045365000000000009 0.086065000000000016 0.083840000000000012 -0.23091999999999999 -0.073404999999999984 -0.059649999999999988 -0.097174999999999984 0.098810000000000023 -0.081924999999999984 0.085505000000000012 0.091530000000000014 -0.065544999999999978 -0.10708499999999999 0.11734000000000001 1.0000000180025095e-35 -0.14147499999999996 0.086080000000000018 -0.086994999999999989 0.096325000000000008 -0.077349999999999988 0.087205000000000019 0.085790000000000019 0.085595000000000018 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 10 15 -3 8 21 -8 14 -12 -13 -14 -4 16 17 -2 -19 20 -20 -1 23 -23 26 -26 27 -25 -28 -30
right_child=5 2 4 -5 -6 -7 9 -9 -10 -11 11 12 13 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 25 -27 28 -29 29 -31
leaf_value=0.002869738814067907 0.00022826622663558083 0.0018531457120003925 0.001910759711463909 -0.00069111363226617576 0.0001558603096725804 -0.00056744291990726758 0.0015065439483394824 0.00082233576291388148 0.0041493770688109353 -0.00085676267335318881 0.0023879653492978855 -0.00027912702353977034 0.0023995549336637534 0.0010292310033882177 0.0030843222227371144 0.0017690914984052383 -0.0007788425599878667 0.0030696396505187785 0.0010362014892007847 0.0028421486930521609 -0.0008993887354403913 0.0035299478247286988 0.00020080188207134285 0.0023189850198966485 0.0033850163281775466 0.001419131718691872 0.0022712395094761895 0.0043824584365829162 0.0018606717589540684 -0.0012882436532836437
leaf_weight=131 53 95 75 20 20 23 22 29 22 20 134 23 47 79 79 100 21 27 94 20 20 36 22 1521 23 156 113 27 49 20
leaf_count=131 53 95 75 20 20 23 22 29 22 20 134 23 47 79 79 100 21 27 94 20 20 36 22 1521 23 156 113 27 49 20
internal_value=0 0.00215901 0.00175241 0.00113526 0.00196442 0.00105793 0.00140188 0.00227518 0.00229506 0.00038116 0.00204719 0.00179384 0.00125952 0.00154038 0.00251278 0.00116952 0.000914386 0.00108054 0.00136111 0.00101685 0.000696624 0.00227561 0.00223604 0.00225906 0.0022351 0.00167173 0.00229339 0.00235498 0.00176955 0.000947943
internal_weight=0 2763 614 157 457 358 137 2149 2120 42 437 283 149 126 154 335 235 214 161 134 114 2098 1967 1945 1909 179 1730 1548 182 69
internal_count=3121 2763 614 157 457 358 137 2149 2120 42 437 283 149 126 154 335 235 214 161 134 114 2098 1967 1945 1909 179 1730 1548 182 69
is_linear=0
shrinkage=0.00352023


Tree=626
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 4 2 15 0 49 1 4 4 0 47 131 2 0 48 12 150 4 2 12 50
split_gain=2239.11 383.974 235.114 178.193 135.875 115.411 64.9807 64.112 63.3535 60.3212 47.868 43.2217 37.5758 34.5002 54.6596 39.423 29.1416 19.86 27.3313 19.5626 18.5943 23.2411 17.8731 17.7866 18.3613 14.065 13.9146 13.9106 13.7079 12.4918
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.13754500000000003 -0.13578499999999996 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0082450000000000006 -0.55119499999999988 -0.079119999999999982 0.090100000000000013 0.08844500000000001 0.31358000000000003 -0.23091999999999999 0.082620000000000013 0.09141500000000001 0.11648500000000002 -0.0070899999999999991 0.087995000000000004 0.095780000000000018 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 13 -5 11 23 26 12 -4 14 15 -1 17 -15 29 22 21 -13 -3 28 -25 -24 -6 -17 -7 -19
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 20 -14 16 -16 27 -18 18 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0051627053135057969 0.0052222277906105929 0.0029391057252913869 0.00078557912497729393 0.004770431861397949 0.0055038691335226467 0.0051487860247629068 0.0065767492305011154 0.0023707478000356708 0.0026350534216355755 0.0030490249054537532 0.0025716581322641776 0.00014287923887142733 0.0025423994370784059 0.0066752466429159862 0.0061324659228274301 0.0041157632667539147 0.0046112497727101853 0.0055231516353986257 0.0050478723166264648 0.0030816337925536346 0.0012678254900030774 -0.0015584491598889894 0.0018783502764716351 0.0031354868171206006 0.0046626673117664674 0.00062869059051944703 0.0041918814974936892 0.0028394977800837579 0.0045644779141670285 0.0050494179039310321
leaf_weight=45 76 28 94 34 23 155 79 61 37 48 33 74 32 23 36 33 102 1036 398 32 20 20 151 26 38 20 51 34 160 122
leaf_count=45 76 28 94 34 23 155 79 61 37 48 33 74 32 23 36 33 102 1036 398 32 20 20 151 26 38 20 51 34 160 122
internal_value=0 0.00225282 0.00188587 0.00510955 0.00266968 0.00518604 0.00533331 0.00322958 0.000929454 0.00452795 0.0039742 0.000666508 0.00123176 0.00527961 0.00463144 0.00414897 0.00533667 0.00538353 0.00536444 0.00206542 4.17596e-05 -0.000219106 0.00190201 0.00471526 0.00404225 0.00173219 0.00459966 0.00346811 0.00485199 0.00547324
internal_weight=0 691 615 2430 338 2335 1908 95 277 427 107 240 126 1829 148 112 1681 1579 1556 231 114 94 199 379 64 171 74 67 315 1158
internal_count=3121 691 615 2430 338 2335 1908 95 277 427 107 240 126 1829 148 112 1681 1579 1556 231 114 94 199 379 64 171 74 67 315 1158
is_linear=0
shrinkage=0.00140032


Tree=627
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 4 1 2 4 14 52 15 10 1 52 42 457 159 15 1 3 47 14 12 4 1
split_gain=1868.11 323.277 196.816 150.142 114.21 84.3755 77.9786 65.1125 52.0057 45.7421 44.0412 37.6861 36.4006 33.5175 22.4477 19.782 21.5093 18.365 20.1491 16.9418 29.4059 20.6448 17.898 17.8483 16.7877 16.7099 16.3975 15.7564 16.7459 15.6701
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.27834500000000006 0.092845000000000025 0.14753000000000002 0.27834500000000006 0.062655000000000016 -0.56176499999999996 -0.41942499999999994 -0.38124499999999995 0.086920000000000011 0.40674500000000008 0.079510000000000011 0.048635000000000005 0.082585000000000006 0.035560000000000008 0.07863500000000001 -0.010424999999999999 0.090100000000000013 -0.23083499999999998 0.11586 -0.082109999999999975 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 8 11 13 -6 -5 12 -4 17 -10 -13 -17 18 -1 20 21 22 -16 -23 -14 26 -3 28 -21 -28
right_child=1 2 7 10 9 -7 -8 -9 14 -11 -12 15 24 -15 19 16 -18 -19 -20 27 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.005164825521665097 0.0049226293412815815 0.0030896171540630208 0.0026723912357179717 0.0043702579920149769 0.0044875027281246656 0.003315971760974654 0.0026778377750995793 0.0030387504106896331 0.0055521541440617279 0.0028218847611508223 0.0027014661537175582 0.0014545468993673537 0.0019562010316707132 0.0059637753496057351 0.0042553183245488757 0.0010914358003864151 -0.00040959598014868434 0.0048301357368946887 0.0040771477408099105 0.0056214367107910021 0.0034290160880118756 0.0047570826814225435 0.0048640318230412675 0.0060755178123573306 0.0009981196543893242 0.0032506588947574496 0.0023361398196158341 0.0038257424445787228 0.0048063031412217388 0.0013690729458775467
leaf_weight=905 76 33 40 37 72 48 22 37 43 35 58 32 41 59 205 25 30 403 25 40 34 44 104 22 72 32 137 21 360 29
leaf_count=905 76 33 40 37 72 48 22 37 43 35 58 32 41 59 205 25 30 403 25 40 34 44 104 22 72 32 137 21 360 29
internal_value=0 0.00259719 0.00230982 0.00482425 0.00292189 0.00488418 0.00491709 0.00156297 0.00493884 0.00394267 0.00335142 0.00133545 0.00169258 0.00508226 0.00471016 0.000707397 0.000272691 0.00504324 0.00513559 0.00466654 0.0044933 0.00458979 0.00446019 0.00519656 0.00134574 0.00244906 0.00232016 0.00483484 0.00488782 0.00216719
internal_weight=0 691 615 2430 338 2335 2287 277 2265 107 95 240 153 1392 873 87 55 1333 930 830 409 375 309 66 113 231 199 421 400 166
internal_count=3121 691 615 2430 338 2335 2287 277 2265 107 95 240 153 1392 873 87 55 1333 930 830 409 375 309 66 113 231 199 421 400 166
is_linear=0
shrinkage=0.00119516


Tree=628
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 4 52 49 50 1 1 4 1 0 12 1 1 16 15 1 13 133 52
split_gain=2713.09 436.717 219.564 209.831 145.677 137.065 98.1519 87.4065 83.0644 78.2087 69.0829 66.15 54.2524 40.1051 37.3918 30.713 25.8981 25.5158 25.2847 31.9291 23.4151 23.032 22.8657 17.383 16.9932 16.795 17.4087 19.1714 16.5291 16.2316
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.091265000000000013 -0.15464999999999998 -0.52606999999999993 -0.054984999999999992 0.041865000000000006 0.12000500000000001 0.089875000000000024 -0.013125 0.086920000000000011 0.18019500000000002 0.085885000000000017 0.13075500000000004 0.13265500000000002 0.13751500000000003 -0.087894999999999987 0.14000500000000002 -0.13710499999999998 -1.0000000180025095e-35 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 16 -8 9 11 -4 17 -9 -2 -15 25 -3 29 20 -20 -13 -19 28 -14 -7 26 -6 -28 -5 -1
right_child=1 4 10 22 15 24 7 12 -10 -11 -12 18 23 14 -16 -17 -18 21 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.013590047112177348 0.013617024223927838 0.0099333040037511353 0.012783394530232811 0.0097162850153019783 0.0093222160301661746 0.010515085051743346 0.011860195888509131 0.012045372654225971 0.010893645080196586 0.014570949516766208 0.010527240697949112 0.013295022651414364 0.0099974210988365547 0.010756565556003598 0.012623624370896602 0.0095933930952422884 0.0085279269395118068 0.012261336043172314 0.012867720950038417 0.011376978560702916 0.011887944198792069 0.013289627576008918 0.0091339625030449831 0.0088116789902440255 0.012036306876204 0.0070339241695417942 0.008732298055206214 0.0070579090581515966 0.011091189139430935 0.012644799994550147
leaf_weight=1128 49 31 34 22 20 27 57 20 22 84 61 390 147 22 80 26 66 41 306 25 20 241 24 23 21 21 22 22 39 30
leaf_count=1128 49 31 34 22 20 27 57 20 22 84 61 390 147 22 80 26 66 41 306 25 20 241 24 23 21 21 22 22 39 30
internal_value=0 0.0103767 0.0132248 0.0117767 0.00965049 0.0133017 0.0100582 0.0104827 0.0133462 0.01337 0.0113347 0.0133238 0.0100695 0.012674 0.0122209 0.00838711 0.00897707 0.0134822 0.0130159 0.0127551 0.0132264 0.0131401 0.0101827 0.009837 0.0111806 0.00801813 0.00834108 0.0078951 0.0105953 0.0135656
internal_weight=0 691 2430 236 455 2335 344 247 2287 2265 95 2181 190 151 102 111 97 1440 741 331 410 282 85 170 48 85 64 44 61 1158
internal_count=3121 691 2430 236 455 2335 344 247 2287 2265 95 2181 190 151 102 111 97 1440 741 331 410 282 85 170 48 85 64 44 61 1158
is_linear=0
shrinkage=0.00126831


Tree=629
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 49 149 11 2 12 16 400 39 2 474 16 150 4 12 1 0 3 1 1 15 43 51 16 1 47
split_gain=50.3807 14.5791 11.7101 8.94165 7.25094 7.35898 6.91876 6.57414 8.48323 6.76687 8.36624 5.9952 6.23305 5.72812 5.50691 6.36228 9.30303 5.16715 4.79991 4.72853 4.86099 4.65907 4.96636 4.65161 4.53331 4.35311 3.97993 3.79368 4.89874 3.68987
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.10188000000000001 0.14233500000000002 0.07770500000000001 1.0000000180025095e-35 -0.090999999999999984 0.09320500000000001 0.062650000000000025 -0.062539999999999984 0.098220000000000016 0.25063000000000007 0.105645 -0.067914999999999989 0.081835000000000019 -0.15289999999999995 0.095565000000000011 0.102705 -0.094299999999999981 0.0051600000000000005 0.104035 0.11910500000000002 -0.089549999999999991 -0.071044999999999983 -0.025879999999999997 -0.52595999999999987 0.10508500000000001 0.11227500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 11 13 8 -4 10 17 -6 14 23 15 19 18 -9 21 20 -13 22 -17 27 -3 -22 -16 28 -2 -10
right_child=6 24 4 -5 5 -7 -8 9 29 -11 -12 12 -14 -15 26 16 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00054854554547535694 -9.2458724471483199e-05 0.0031181168699711305 0.0011666589436464979 0.0028735343521779266 0.00095869143376866586 0.0013374034312398065 0.0035775891340040565 0.0027883883794698767 0.0034809597817786566 0.0027088700266770533 0.007224635489652638 0.0024988061194637255 0.0014555443256121974 -0.00042941597992324308 0.0058837736085086733 0.00372727850433043 0.0006681508596275568 0.0051811987469539359 0.0025729006383976892 0.0056942110934719804 0.005804643656465245 0.0050058272902311013 0.0015641811666446258 0.0012114899709000978 0.00094739777246922703 0.0034978982801112755 0.0034127507406656547 0.0027778014705068959 0.0022720431675990692 0.0026065231624040307
leaf_weight=21 21 21 26 28 20 41 28 23 1896 27 20 39 31 22 21 69 28 37 140 20 20 30 22 163 54 36 20 78 40 79
leaf_count=21 21 21 26 28 20 41 28 23 1896 27 20 39 31 22 21 69 28 37 140 20 20 30 22 163 54 36 20 78 40 79
internal_value=0 0.00327923 0.00332722 0.00140693 0.0033628 0.00295155 0.00168695 0.00346756 0.00341637 0.00442495 0.00500412 0.00308498 0.00317432 0.00152356 0.00329405 0.00315356 0.00283973 0.00426395 0.0030727 0.00394222 0.00357338 0.00365098 0.00320433 0.00166583 0.0015552 0.00432174 0.0046784 0.00219862 0.00145803 0.00344598
internal_weight=0 2769 2694 49 2645 537 352 2108 2001 107 80 496 476 324 445 404 289 60 261 115 95 121 91 302 75 56 41 139 61 1975
internal_count=3121 2769 2694 49 2645 537 352 2108 2001 107 80 496 476 324 445 404 289 60 261 115 95 121 91 302 75 56 41 139 61 1975
is_linear=0
shrinkage=0.00396435


Tree=630
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 2 2 4 0 52 1 49 43 3 47 14 15 10 3 160 52 13 12 4
split_gain=2265.51 384.461 224.711 179.415 144.789 114.553 84.5016 71.6837 69.0272 64.3565 63.1147 51.4881 39.0526 40.0651 26.8828 23.9888 23.8886 19.1319 19.8836 28.6176 18.933 18.2008 16.497 19.8916 16.045 15.8199 15.536 15.2634 14.9411 14.4109
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.14753000000000002 0.27834500000000006 -0.22491999999999998 -0.56176499999999996 0.087135000000000004 0.10084500000000002 0.0010100000000000003 -0.097174999999999984 0.090100000000000013 -0.23083499999999998 -0.41942499999999994 -0.38124499999999995 -0.010424999999999999 -0.067824999999999983 0.40674500000000008 -0.078944999999999987 0.10061500000000002 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 10 -5 12 16 28 13 -4 -12 -16 26 18 -17 -20 21 -3 -14 -24 -15 -26 -1 -19 -6 -30
right_child=1 2 9 8 11 -7 -8 -9 -10 -11 14 -13 22 24 15 17 -18 27 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0062315087885331938 0.005919910079951283 0.0037399051036736903 0.0032859080553088063 0.0055708933773403191 0.0058463800826801171 0.003961789529415026 0.0034678683388633413 0.007115317746528277 0.0033156497010539379 0.0036062740046536551 0.0043810734232775997 0.0032569805488608179 0.0018548317307831058 0.002442222000561428 0.0066131840518640142 0.0058803480460778886 0.0058336354808320038 0.0060942556563233254 0.0040608822763650056 0.005574500085571382 0.0039307127876222949 0.0027086010702659716 0.0015450454309837861 1.3210082587706905e-05 0.0024068677458023145 0.001079543465574124 0.0052180251612986431 0.0050403939611759398 0.0055181273344319165 0.0039955761735440383
leaf_weight=909 76 33 40 34 41 48 22 84 61 37 26 26 32 41 43 448 399 27 23 159 32 166 25 30 20 52 25 122 20 20
leaf_count=909 76 33 40 34 41 48 22 84 61 37 26 26 32 41 43 448 399 27 23 159 32 166 25 30 20 52 25 122 20 20
internal_value=0 0.00322872 0.00289615 0.00583136 0.00359019 0.00590088 0.00594157 0.0059656 0.00412279 0.00204928 0.00592132 0.00480988 0.00180924 0.00219504 0.00565081 0.00569098 0.00609341 0.00564007 0.00573673 0.00538322 0.00302523 0.00287962 0.00113077 0.000709499 0.00180889 0.00144824 0.00620438 0.00523136 0.00530834 0.00475685
internal_weight=0 691 615 2430 338 2335 2287 2265 95 277 2181 107 240 153 848 822 1333 779 630 182 231 199 87 55 113 72 934 149 81 40
internal_count=3121 691 615 2430 338 2335 2287 2265 95 277 2181 107 240 153 848 822 1333 779 630 182 231 199 87 55 113 72 934 149 81 40
is_linear=0
shrinkage=0.00126831


Tree=631
num_leaves=31
num_cat=0
split_feature=1 12 2 3 150 150 456 15 151 3 1 3 12 48 16 475 12 4 159 16 3 3 0 124 34 2 480 15 130 159
split_gain=49.7957 15.8063 9.38419 9.91739 7.1474 7.04672 7.23149 6.68172 10.9565 6.634 5.69097 5.66422 6.43317 5.17128 7.32772 5.14746 5.00654 4.57764 6.04969 5.46171 6.21127 5.34663 4.86015 4.35083 5.8005 6.9835 4.15756 3.99715 3.96262 3.87223
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 -0.11171999999999999 0.08926000000000002 -0.093459999999999988 0.060100000000000008 0.050935000000000008 0.050660000000000004 0.11296500000000002 0.095950000000000021 0.30112000000000005 -0.42850999999999995 0.11156500000000001 -0.39185999999999993 -0.029109999999999997 0.099815000000000015 0.057560000000000007 0.014475000000000003 -0.073849999999999985 -0.11255999999999998 -0.083154999999999993 -0.050684999999999994 0.05852000000000001 -0.038779999999999995 0.116525 -0.095389999999999989 -0.41942499999999994 -1.0000000180025095e-35 0.09320500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 13 -1 7 8 9 10 15 23 -13 14 -5 -7 26 18 19 -18 -21 -22 -19 24 -2 27 -3 -26 -27 -14
right_child=11 16 3 4 -6 6 -8 -9 -10 -11 -12 12 29 -15 -16 -17 17 22 -20 20 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00061960696783558314 0.0004733014060210586 0.0013906105535929668 -0.00063173555109277463 0.0039303183954346619 0.00049467721329673998 0.0016774060692461394 0.0042083200598353153 0.0037049910344543707 9.8523562703020971e-05 0.00061237268902106527 0.0018544999835859888 0.0017814724925237567 -0.00056263189625868832 0.00066366185784676461 0.0019231165348525679 0.0030859862669824528 0.0030044268630877191 0.0011494652636909414 0.0038281890131536666 0.0034725058887639364 0.00024946556202259083 0.0020269695700605877 0.0029273078824360163 0.00026679287882743326 0.0014445911607604649 0.00034254600320660208 0.0027850695970729374 0.0030680271163705487 0.0017251460350290715 0.0010448211178273495
leaf_weight=22 34 22 20 25 35 32 23 34 23 20 89 34 39 20 71 150 92 54 33 26 20 123 22 24 21 27 1807 58 96 25
leaf_count=22 34 22 20 25 35 32 23 34 23 20 89 34 39 20 71 150 92 54 33 26 20 123 22 24 21 27 1807 58 96 25
internal_value=0 0.00257774 0.00210157 0.00147808 0.00175752 0.00237285 0.00247682 0.00236238 0.002217 0.00238444 0.00251522 0.00131393 0.000660693 0.00213856 0.00244583 0.00283832 0.00269987 0.00236162 0.00254194 0.00237931 0.002039 0.00177837 0.0016641 0.00156015 0.00169168 0.00189676 0.0027683 0.00263648 0.00142165 6.52794e-05
internal_weight=0 2763 564 171 151 393 371 348 314 291 271 358 98 116 96 182 2199 370 294 261 169 143 76 260 236 202 1829 79 123 64
internal_count=3121 2763 564 171 151 393 371 348 314 291 271 358 98 116 96 182 2199 370 294 261 169 143 76 260 236 202 1829 79 123 64
is_linear=0
shrinkage=0.00318838


Tree=632
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 2 1 52 2 1 2 1 1 14 159 15 52 4 0 12 16 16 12 1 47
split_gain=2355.92 403.742 239.639 170.935 164.568 115.516 88.3766 81.3982 79.9526 64.8924 63.2311 50.968 24.1386 23.7508 23.333 37.8636 23.0314 22.7857 20.7062 20.2658 18.5649 16.6195 15.5295 16.437 15.5508 15.5467 15.5087 14.0314 13.395 16.0598
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.089885000000000007 0.092845000000000025 -0.56176499999999996 0.14019000000000004 0.089770000000000016 0.097845000000000015 0.16540500000000002 0.086920000000000011 -1.0000000180025095e-35 0.084250000000000005 0.090455000000000021 0.40674500000000008 0.033845000000000007 0.062580000000000011 0.090165000000000009 -0.12029499999999999 0.13751500000000003 0.082480000000000012 0.12337000000000002 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 7 10 -6 16 17 -5 -12 18 22 -16 -4 21 -3 28 -9 -1 23 24 -14 -24 -7 -19 29 -20
right_child=1 2 9 11 8 26 -8 20 -10 -11 12 -13 14 -15 15 -17 -18 27 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0065740373938220457 0.0062453068715773181 0.0037872515376981821 0.0013285477574881052 0.0055601860896600415 0.0055187866523951738 0.0032959313422262176 0.0034019102688055873 0.0082540286574627354 0.0030699555599369419 0.0035900996852637891 0.0069631561012990784 0.003414714311354193 0.0065743927697281043 0.0016757836203384543 0.0035178926592915128 0.0058507721550622822 -0.0002384213700210791 0.0054507993938883231 0.002911031941228508 0.0019544670899783725 0.0069014475230241212 0.0053934909257510721 0.0060049895227991153 0.0053115253247723124 0.0059924071248346885 0.0052041546590111242 0.0049325374686581018 0.0062394030041561764 0.0021059752748527859 0.0040972723739149917
leaf_weight=905 76 47 147 37 85 27 22 47 40 25 43 58 126 35 22 40 22 53 104 51 37 25 96 54 365 102 21 350 29 30
leaf_count=905 76 47 147 37 85 27 22 47 40 25 43 58 126 35 22 40 22 53 104 51 37 25 96 54 365 102 21 350 29 30
internal_value=0 0.00313953 0.00275572 0.00612843 0.00336096 0.00620484 0.00625086 0.00627854 0.00473516 0.00144229 0.0062254 0.00425032 0.00592048 0.00278064 0.00586478 0.00502298 0.00112456 0.00641937 0.0029288 0.00274026 0.00765825 0.0065423 0.00593503 0.00605949 0.00614176 0.00559244 0.00401195 0.00613569 0.00298613 0.00317661
internal_weight=0 691 615 2430 421 2335 2287 2265 125 194 2181 95 848 296 805 62 169 1333 261 214 84 930 743 545 491 198 48 403 163 134
internal_count=3121 691 615 2430 421 2335 2287 2265 125 194 2181 95 848 296 805 62 169 1333 261 214 84 930 743 545 491 198 48 403 163 134
is_linear=0
shrinkage=0.00142833


Tree=633
num_leaves=31
num_cat=0
split_feature=4 3 2 12 15 457 0 16 2 3 149 14 11 481 11 16 4 3 15 42 52 0 43 16 51 151 474 0 43 159
split_gain=49.894 14.151 11.4682 8.27942 7.88213 6.41835 6.01926 13.3418 8.04672 5.98218 5.86865 5.88993 4.94231 8.04525 7.27399 5.81552 6.85306 11.783 5.69184 5.66687 4.86941 4.84923 5.47643 6.88088 4.5859 5.18761 4.5048 4.4956 4.83246 4.22505
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -0.010834999999999999 -0.14601999999999996 0.29113500000000009 -0.068944999999999992 1.0000000180025095e-35 0.093320000000000014 0.42240500000000009 0.07770500000000001 -0.47071999999999997 1.0000000180025095e-35 -0.051484999999999996 0.085155000000000022 0.013515000000000001 -0.49013999999999996 -0.11171999999999999 0.040760000000000005 0.11688500000000002 -0.13993999999999998 -0.11013499999999998 -0.04890499999999999 -0.5048999999999999 0.10501000000000001 -0.085604999999999987 0.10008000000000002 -0.082184999999999994 -0.08287499999999999 0.082105000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 8 -8 -6 10 11 -2 15 -14 18 20 -17 -18 -15 24 -5 22 -13 -24 25 -19 27 28 -27 -3
right_child=9 29 -4 5 6 -7 7 -9 -10 -11 -12 21 13 14 -16 16 17 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0040590455212680815 0.0028207277666211822 0.0020418084402056271 0.00032679029501634467 0.0038688532321804569 0.0036572820619262384 0.0010930889586187465 -0.0002926685865801666 0.0025140250127603323 0.0017847294339497983 5.8145515142543307e-05 0.0030295894681070276 0.0001640725586632726 0.0013349060455123956 0.0033146268169574186 0.00305991584222743 0.0034582014396790958 0.00015670600259921945 0.0037060133394011359 0.0054102279948820761 0.00087665705660934078 0.0028680619359363942 0.00075669759010245114 0.0014725196894877723 0.0035452759146759084 0.0041022277573100323 0.0025513768281263758 0.0034146472806916668 0.0023928248625327622 0.00040717308059852263 0.00040339041702761134
leaf_weight=23 29 38 23 60 41 25 38 43 82 39 27 22 20 26 97 74 28 37 38 25 1660 143 65 27 22 21 41 239 31 37
leaf_count=23 29 38 23 60 41 25 38 43 82 39 27 22 20 26 97 74 28 37 38 25 1660 143 65 27 22 21 41 239 31 37
internal_value=0 0.00271219 0.00275336 0.00277425 0.00214377 0.00283281 0.00192783 0.0011973 0.00240891 0.00133273 0.00149155 0.00134635 0.00285079 0.00339933 0.00365578 0.00280643 0.00248585 0.00232379 0.00455889 0.00246965 0.00290297 0.00117998 0.00171093 0.00208083 0.00257151 0.00248024 0.00234364 0.00219274 0.0012731 0.00123352
internal_weight=0 2769 2694 2671 227 2444 204 81 123 352 313 286 2419 181 161 2238 518 444 64 416 1720 257 114 92 391 369 332 291 52 75
internal_count=3121 2769 2694 2671 227 2444 204 81 123 352 313 286 2419 181 161 2238 518 444 64 416 1720 257 114 92 391 369 332 291 52 75
is_linear=0
shrinkage=0.00345121


Tree=634
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 0 2 4 0 11 52 1 50 1 39 43 2 4 15 12 4 0 1 1 0
split_gain=2225.51 288.289 230.996 132.148 129.281 119.167 83.6016 66.2945 65.9717 58.1836 44.9804 43.8596 43.623 40.4881 38.8657 32.3317 31.1748 28.1685 25.8935 24.9501 24.8498 24.5197 30.0479 24.4129 24.34 23.0427 22.7271 21.8924 20.4281 19.6857
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 -0.066089999999999996 0.092235000000000025 0.033845000000000007 -0.23194499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.086105000000000015 0.041865000000000006 0.122715 0.095830000000000012 -0.04890499999999999 0.098035000000000011 -0.064054999999999987 0.13592500000000005 -1.0000000180025095e-35 -0.033174999999999989 -0.13027499999999997 0.12000500000000001 0.12958500000000003 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 18 7 14 27 28 -5 11 20 23 -1 26 -13 -16 -7 -2 25 -11 22 -15 -8 -24 -10 -4 -3 -9 -28
right_child=1 5 6 9 -6 17 12 8 19 10 -12 15 -14 21 16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.015538264152894206 0.013663069257806382 0.010878078225059479 0.012918229576902354 0.013869612882869633 0.010934441401286247 0.0086831694629125808 0.013918417226134292 0.013616001636179828 0.012315607453951887 0.011820445782523867 0.010336666629340163 0.011232389724891411 0.013020161100666408 0.014709640943050623 0.015666880482267938 0.013191534887587841 0.013930065075348009 0.010316123703425646 0.01215613843988202 0.0096643414539395213 0.013659621382478317 0.01286847718973875 0.013987691192540648 0.012411727246683997 0.012212497893935024 0.010774112703647922 0.014268690474649376 0.0093469295467579344 0.011698927704022815 0.013194035925641903
leaf_weight=22 83 24 25 35 74 85 582 22 22 20 28 77 142 52 64 20 28 26 29 31 45 62 37 21 24 108 1214 66 20 33
leaf_count=22 83 24 25 35 74 85 582 22 22 20 28 77 142 52 64 20 28 26 29 31 45 62 37 21 24 108 1214 66 20 33
internal_value=0 0.0109282 0.0138891 0.0129619 0.0123425 0.0102771 0.0140746 0.010736 0.0111708 0.012243 0.0119434 0.0122211 0.0137047 0.0137829 0.0142766 0.0116363 0.0151383 0.00906566 0.0132729 0.0107711 0.0130937 0.0135622 0.0139429 0.0138659 0.0132893 0.011035 0.0142143 0.00975524 0.0127031 0.0142403
internal_weight=0 590 2531 422 186 404 2109 293 203 225 190 162 745 197 1364 97 92 111 112 161 65 175 113 603 61 130 1272 90 42 1247
internal_count=3121 590 2531 422 186 404 2109 293 203 225 190 162 745 197 1364 97 92 111 112 161 65 175 113 603 61 130 1272 90 42 1247
is_linear=0
shrinkage=0.00137286


Tree=635
num_leaves=31
num_cat=0
split_feature=1 12 2 43 2 4 0 34 51 474 2 1 4 457 12 1 11 52 1454 52 49 1420 16 16 3 49 4 4 0 12
split_gain=49.9174 15.559 8.57864 8.16893 6.73222 7.91583 6.32178 6.97673 5.99247 6.09069 11.7754 5.72903 6.21841 4.788 4.76667 4.82007 5.86739 5.18061 4.83659 4.33581 5.15472 4.27497 5.27976 6.44167 9.23037 5.77609 5.45665 4.51926 5.09131 5.89721
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 -0.083269999999999997 -0.0091949999999999983 -0.064054999999999987 -0.072594999999999979 -0.085489999999999997 0.090560000000000015 0.084880000000000011 0.085730000000000015 0.15799000000000005 -0.034939999999999992 0.084740000000000024 0.086305000000000007 0.085760000000000017 0.077290000000000011 -1.0000000180025095e-35 0.083100000000000021 -0.090114999999999987 0.092560000000000017 -0.078734999999999986 0.0073350000000000004 0.40020000000000006 -0.10831999999999999 0.12497000000000001 0.0033150000000000007 -0.015624999999999998 -0.094654999999999975 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 -8 9 10 -7 12 -2 -14 15 16 18 -17 -3 -12 -21 -16 27 24 -24 -25 -26 28 29 -23
right_child=11 14 3 -5 5 8 7 -9 -10 -11 19 -13 13 -15 21 17 -18 -19 -20 20 -22 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=0.0032166742035004687 0.0028263279871731657 0.0032804308445204531 -6.2057173697685811e-05 0.002021263998780734 0.0035324654313845186 0.0047777515514913129 0.0024775652502207501 4.8881851301658929e-05 0.00095574107934236717 0.00095398337875307701 0.0037929143164127928 0.00042682645777318806 0.0016302332801319578 -2.3175661606240954e-05 0.003784208672995349 0.003298080047479461 0.0046052770131172127 0.00095729922764813894 0.001752106006126277 0.0025816658033223964 0.00094170639773183363 0.0031046072648671192 0.00049621494109894457 0.003184035697129781 0.00261464314499508 0.0015341431765041097 0.0009250272429614728 0.0026788008910175491 0.0030254211761115784 0.0053097279616791749
leaf_weight=21 44 458 23 148 108 28 22 29 25 20 22 43 251 20 52 20 34 20 23 92 26 29 31 164 167 26 23 425 704 23
leaf_count=21 44 458 23 148 108 28 22 29 25 20 22 43 251 20 52 20 34 20 23 92 26 29 31 164 167 26 23 425 704 23
internal_value=0 0.00283098 0.0023491 0.00174105 0.00261367 0.00281526 0.00171492 0.00109655 0.00245161 0.00265052 0.00285249 0.00154033 0.00169233 0.00150821 0.00295458 0.00321518 0.00329964 0.00212769 0.00320735 0.00246744 0.00222032 0.0028666 0.00283663 0.00251916 0.00214165 0.00295826 0.00241011 0.00294712 0.00309795 0.00407995
internal_weight=0 2763 564 171 393 321 72 51 213 188 168 358 315 271 2199 555 515 40 481 140 118 1644 1592 411 221 190 190 1181 756 52
internal_count=3121 2763 564 171 393 321 72 51 213 188 168 358 315 271 2199 555 515 40 481 140 118 1644 1592 411 221 190 190 1181 756 52
is_linear=0
shrinkage=0.00325215


Tree=636
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 48 147 40 1 15 124 9 13 402 402 16 448 2 52 14 0 39 4 15 1212 44 1212 1455 1453 484
split_gain=40.8336 11.8616 10.1758 7.72706 6.56176 8.56479 6.50184 5.70392 5.21602 9.0809 5.21571 5.39567 4.68069 4.80604 6.58312 4.57566 5.42589 6.90449 4.54217 5.42443 8.51776 4.1633 4.08252 4.03048 3.80326 3.79146 3.70809 3.56685 4.41448 4.65074
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 1.0000000180025095e-35 0.14871000000000004 0.091170000000000015 0.051255000000000002 0.11392000000000001 -0.097454999999999986 -0.072314999999999977 0.081890000000000004 0.40528500000000006 0.089785000000000018 0.10913500000000002 -0.29154999999999992 -0.069634999999999989 0.11548000000000001 -0.068719999999999989 -0.36617499999999997 0.024095000000000002 0.094675000000000009 0.51303500000000013 -0.082809999999999981 0.12349500000000001 0.097195000000000017 -0.040879999999999993 -0.23681499999999997 -0.13306499999999996 -0.077099999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 10 15 18 -4 12 13 27 -15 16 -2 -18 -10 22 21 -21 -20 -3 26 -6 -16 -12 -29 -30
right_child=8 23 4 -5 25 -7 -8 -9 9 -11 11 -13 -14 14 24 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00043299160894937891 0.0010038352354621066 0.0024116167434329559 0.0022118518987841373 0.0025647081450912708 0.0056449787353378923 0.00053948165718314695 0.0013707301237113369 0.0014479408821741204 3.8644551947667595e-05 -0.00092763992650420242 0.0040539096254278472 0.0046718965379389747 0.004658701558023697 0.0042725018801615406 0.0033792601591097551 0.00091530878851090402 0.0041405783979999583 0.0017465311728372007 0.0038395653442513601 0.0023552981769051299 -0.00049960457493449645 0.00083222064778717378 0.0015751454691025867 0.00067201850592430465 0.0045430095756314581 0.0033722787305218499 0.002103699571284139 0.0012076923443612656 0.003416861964134836 0.0029003146493785078
leaf_weight=21 22 34 103 28 20 20 34 32 26 24 42 29 25 99 69 29 40 29 25 70 28 39 20 41 20 21 59 20 282 1770
leaf_count=21 22 34 103 28 20 20 34 32 26 24 42 29 25 99 69 29 40 29 25 70 28 39 20 41 20 21 59 20 282 1770
internal_value=0 0.00292602 0.00296681 0.00127998 0.00299806 0.00297471 0.00299356 0.0030152 0.00157521 0.00124816 0.00303512 0.00307023 0.00305076 0.00303374 0.00352682 0.00220751 0.00261931 0.00313438 0.00149921 0.00170786 0.00133824 0.00181034 0.00283316 0.00146064 0.00302802 0.00448091 0.00279131 0.00297613 0.00295428 0.0029713
internal_weight=0 2769 2694 49 2645 2604 2584 2550 352 232 2518 2415 2386 2361 247 120 91 69 208 182 137 109 45 75 148 41 128 2114 2072 2052
internal_count=3121 2769 2694 49 2645 2604 2584 2550 352 232 2518 2415 2386 2361 247 120 91 69 208 182 137 109 45 75 148 41 128 2114 2072 2052
is_linear=0
shrinkage=0.0037357


Tree=637
num_leaves=31
num_cat=0
split_feature=1 2 454 106 132 4 13 1 14 49 0 14 41 0 1 3 49 0 12 0 3 4 3 52 2 50 4 2 47 401
split_gain=33.1248 10.6574 6.08234 5.47283 4.73321 5.00945 5.24138 4.68831 4.67673 4.48855 6.02642 4.35282 5.64304 4.74121 7.13332 9.89613 4.78073 5.10415 4.78811 5.65102 7.86035 4.14964 5.99907 4.09714 4.08233 4.8167 4.05249 4.04143 4.02205 4.37741
threshold=0.11846000000000002 0.10527500000000002 -0.037229999999999992 0.086340000000000014 0.092880000000000004 -0.015039999999999998 0.10935500000000002 0.16773500000000005 -0.24175999999999997 -1.0000000180025095e-35 -0.068944999999999992 0.076975000000000002 0.082095000000000015 -0.11013499999999998 0.081670000000000006 -0.076969999999999997 -0.15498999999999999 -0.075934999999999989 -0.088589999999999988 0.11070500000000001 -0.10831999999999999 0.033845000000000007 -0.059315 0.048520000000000008 0.098260000000000014 0.10883000000000001 -0.011559999999999999 0.09358000000000001 0.085505000000000012 0.085900000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 9 -7 28 -1 -4 -11 12 13 14 23 -16 -15 21 -19 20 -20 22 24 -10 25 -18 -17 -14 29 -2
right_child=7 2 4 -5 -6 6 -8 -9 11 10 -12 -13 27 16 15 26 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047053027196831756 0.001485300710247465 0.00014379794397005043 0.0045086702577925636 0.0010862683303942326 0.00098984936491307426 0.0022541935721421512 0.00035100363131423783 -0.00021267163240230714 0.0041198591401375257 0.00091411074417505392 0.0029686638972691729 0.0037408705667813244 0.0025672981345087253 0.0046757842520454987 -0.0008273887935029841 0.0037368326800586464 0.00306715250684829 0.00098723581685798744 0.00079558745010655809 0.0037901963456664807 0.0026552255167926089 0.0022961313736498666 0.0044737903634634764 0.0022207018110791919 0.0047566230304404685 0.0022720025495308418 0.0017591999956991214 0.00015329489538667916 0.0022541594724164974 -0.00041569063136450709
leaf_weight=21 215 20 23 26 37 245 24 23 37 25 157 82 22 23 20 20 1140 29 39 54 287 116 44 32 20 128 72 20 100 20
leaf_count=21 215 20 23 26 37 245 24 23 37 25 157 82 22 23 20 20 1140 29 39 54 287 116 44 32 20 128 72 20 100 20
internal_value=0 0.00274128 0.00224639 0.00285902 0.00232869 0.00243319 0.00208439 0.00148478 0.00287991 0.00289089 0.00268645 0.00286237 0.00282811 0.00285685 0.00225607 0.00165046 0.00291469 0.00289288 0.00250948 0.00262565 0.00243275 0.00300117 0.00306257 0.00323909 0.00301437 0.00298689 0.00218912 0.00141777 0.00160132 0.00132351
internal_weight=0 2763 531 2232 511 474 269 358 2206 205 182 2185 2103 2061 181 112 1880 1857 409 380 326 1448 1332 69 1288 1268 92 42 335 235
internal_count=3121 2763 531 2232 511 474 269 358 2206 205 182 2185 2103 2061 181 112 1880 1857 409 380 326 1448 1332 69 1288 1268 92 42 335 235
is_linear=0
shrinkage=0.00388662


Tree=638
num_leaves=31
num_cat=0
split_feature=4 2 3 15 4 3 47 2 376 2 1429 3 41 390 3 1 3 49 4 3 2 15 0 48 43 10 16 1 0 0
split_gain=27.1732 9.17045 7.75669 8.96357 17.3815 6.25647 5.5473 4.81687 7.99373 7.73878 6.10563 5.77399 5.6242 5.5011 6.15615 9.10385 8.79452 7.22454 7.91797 5.95712 4.48636 6.4275 6.31063 5.66144 7.21932 7.75408 7.10888 4.65343 7.77885 6.53811
threshold=0.27287000000000006 0.17025000000000004 0.11296500000000002 -0.0088349999999999974 -0.033174999999999989 0.20828500000000003 0.11227500000000001 0.08647500000000001 0.083785000000000012 0.086675000000000016 0.084545000000000009 -0.12018999999999998 0.079300000000000009 0.087070000000000022 -0.14186499999999996 0.088975000000000012 -0.022174999999999997 -0.061079999999999988 -0.0073899999999999999 -0.12018999999999998 0.13501500000000002 -0.41942499999999994 -0.094299999999999981 0.12118000000000002 -0.05647499999999999 0.087010000000000018 -0.4179199999999999 0.12873500000000002 -0.071719999999999992 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 7 8 10 -9 11 12 -1 14 -11 19 -17 -18 -19 -16 23 -22 -23 24 26 27 -2 28 29 -26
right_child=20 -3 3 4 -6 -7 -8 9 -10 13 -12 -13 -14 -15 15 16 17 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0043787173414980762 0.0014917625961752366 0.0003895844646466398 0.0035016712525906251 0.0020281220923635945 -0.0019090984341635045 0.0013541816334035636 0.0014928921811362128 2.1845851047536193e-05 0.0007745923667401446 0.0029438103953795449 0.00096794134277666496 0.0025385578634679177 0.0021106417494659423 0.00048059801744133602 0.00037503088250275934 -0.00062656107898074673 0.0027665246056346768 0.0020602959684781893 -0.00049311910373484296 0.0023137829815253154 0.0013443830082735724 0.0011505575842661012 -0.0014384529849828238 -0.00032587542665155615 0.0012249878425891058 0.00024990517953086199 -0.00076585278919079369 0.0039869591658787742 0.00037359374382428041 0.003475270338383228
leaf_weight=42 56 33 29 33 24 40 102 20 32 144 29 957 20 22 20 24 47 34 27 1090 64 20 28 20 24 23 25 21 23 48
leaf_count=42 56 33 29 33 24 40 102 20 32 144 29 957 20 22 20 24 47 34 27 1090 64 20 28 20 24 23 25 21 23 48
internal_value=0 0.0022342 0.00225645 0.00140338 0.000370345 0.00225675 0.00229763 0.00233036 0.00250776 0.0021962 0.00256068 0.002606 0.00364708 0.00222708 0.0022548 0.00217492 0.00130095 0.00172928 0.000930096 0.00227885 0.00119582 0.000614062 -0.000359699 0.00146731 0.00163033 0.00211712 0.000794968 0.00248734 0.00215585 0.00272518
internal_weight=0 2769 2736 126 57 69 2610 2508 1080 1428 1048 1019 62 1408 1386 1242 132 108 61 1110 352 112 48 240 220 139 81 116 95 72
internal_count=3121 2769 2736 126 57 69 2610 2508 1080 1428 1048 1019 62 1408 1386 1242 132 108 61 1110 352 112 48 240 220 139 81 116 95 72
is_linear=0
shrinkage=0.00352023


Tree=639
num_leaves=31
num_cat=0
split_feature=4 2 3 15 4 3 47 3 16 14 49 159 48 1 12 15 43 48 15 484 16 49 51 43 3 11 41 13 41 16
split_gain=22.0103 7.42807 6.28292 7.26049 14.1068 5.06774 4.49332 4.487 6.02106 8.59318 5.58572 5.8086 5.82455 9.09741 6.01154 4.039 8.27631 7.89498 7.26888 6.98295 6.82033 6.55981 4.8103 4.62056 4.59176 4.53981 5.1372 6.79741 5.07395 4.44529
threshold=0.27287000000000006 0.17025000000000004 0.11296500000000002 -0.0088349999999999974 -0.031404999999999995 0.20828500000000003 0.11227500000000001 -0.010424999999999999 -0.23935499999999996 -0.45687499999999998 -0.043469999999999995 0.10620500000000001 0.10866500000000003 0.11634000000000001 -0.10022999999999999 -0.11713499999999999 -0.11720999999999999 0.093015000000000014 -0.094329999999999983 -0.079429999999999987 0.24134000000000003 -0.047584999999999995 0.11794000000000002 -0.077044999999999988 -0.078724999999999976 0.10334500000000001 0.075585000000000013 -0.117405 0.079300000000000009 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 15 -2 10 -10 -9 12 13 -12 -15 16 -1 18 21 -19 22 -17 24 -18 -21 26 27 -20 -28 -29
right_child=7 -3 3 4 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 17 23 19 25 20 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.0047475380306975295 0.001534789821112238 0.00035062605879525337 0.0031515041177448628 0.0017736766935752039 -0.001795926323658258 0.0012187634764890063 0.0013436029617803068 -0.00032926821507864041 0.001007827134185655 -0.0020467228601628203 0.0042154126091391618 -0.00035577719964862418 0.00014501230014105787 0.0030847625406995403 0.00074869813060599131 -0.00021550247851692483 0.0014754483531832024 0.003157035045163461 0.00020037590997766308 0.0023587951241600055 -0.00054042910135627942 0.001706427560506689 0.002921328049466394 0.0027774801744496432 0.00033838956018840925 0.00053553535714143553 0.0045531171166385276 0.0026966815147107803 0.0025138785908335932 0.0021143771282417351
leaf_weight=20 151 33 29 34 23 40 102 29 25 21 20 20 23 20 43 27 51 20 22 20 30 119 20 100 46 21 21 179 54 1758
leaf_count=20 151 33 29 34 23 40 102 29 25 21 20 20 23 20 43 27 51 20 22 20 30 119 20 100 46 21 21 179 54 1758
internal_value=0 0.00201078 0.0020308 0.00126304 0.000333311 0.00203107 0.00206787 0.00107624 0.000731756 -0.000386641 0.00106367 0.00138426 0.00171257 0.00214696 0.00149031 0.00209732 0.00261957 0.00205911 0.00210997 0.001236 0.000904789 0.001351 0.00140893 0.00233772 0.000950634 0.00216389 0.00218071 0.00214609 0.00308487 0.00216819
internal_weight=0 2769 2736 126 57 69 2610 352 201 46 155 126 106 83 63 2508 171 2337 2201 136 116 146 86 151 66 2055 2034 1959 75 1937
internal_count=3121 2769 2736 126 57 69 2610 352 201 46 155 126 106 83 63 2508 171 2337 2201 136 116 146 86 151 66 2055 2034 1959 75 1937
is_linear=0
shrinkage=0.00352023


Tree=640
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 124 4 49 1 2 132 1 40 1 2 475 52 52 16 12 457 12 4 3 3
split_gain=1845.16 332.401 144.683 128.159 111.811 93.0472 74.9957 70.3929 44.4815 42.2724 42.2198 40.8891 33.3821 26.5581 51.8613 24.8126 29.2896 24.3281 22.1325 20.9866 19.6605 21.4018 30.8376 20.0237 19.5321 18.3902 16.4439 17.4315 16.3123 15.6207
threshold=0.104035 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 -0.080389999999999989 -0.15464999999999998 -0.054984999999999992 0.089625000000000024 0.090425000000000019 0.088890000000000011 0.15799000000000005 -0.077714999999999992 0.13436000000000001 -0.0091949999999999983 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.19444000000000003 0.088795000000000013 0.048635000000000005 0.09141500000000001 -0.51843499999999987 -0.13927999999999999 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 17 -8 13 20 25 -9 -2 26 19 16 -6 -3 -13 -15 -7 22 -22 -23 -24 -4 27 -1 -5 -28
right_child=1 4 10 28 15 9 7 11 -10 -11 -12 18 -14 14 -16 -17 -18 -19 -20 -21 21 23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0067686695668284728 0.00369635793823571 0.0025492732998673119 0.0027957687852790277 0.003390165557951554 0.0014733838271601503 0.0057309042754146427 0.0043809463960767878 0.0044477943588138004 0.0064833656988504415 0.0038771602577768374 0.005170934506517089 0.002828702501639648 0.0052114924471292961 0.0041745872346770014 0.0034477264955023418 0.0024510527734857407 -0.00025798912774606039 0.0013208408603950733 0.0016327088712238993 0.0054394295595268935 0.0051591922665857907 0.0054755384769355053 0.0033849532158048939 0.004198391310032276 0.0045831753253211416 0.0040766953062456399 0.0044114555287405122 0.0056477399805895494 0.0021334248279854017 0.0054332793738932367
leaf_weight=21 26 46 36 66 53 60 56 21 76 48 28 155 128 21 23 23 20 50 27 272 105 139 30 21 62 31 24 1131 20 302
leaf_count=21 26 46 36 66 53 60 56 21 76 48 28 155 128 21 23 23 20 50 27 272 105 139 30 21 62 31 24 1131 20 302
internal_value=0 0.00313094 0.00538854 0.00428998 0.00251415 0.00544854 0.0028298 0.00317092 0.00556989 0.00496053 0.0039138 0.00283712 0.00495569 0.00553119 0.00521041 0.00134691 0.000999035 0.00190946 0.00265127 0.00534878 0.00508523 0.00497671 0.00470772 0.00530791 0.00419245 0.00338844 0.00559977 0.00566817 0.0030979 0.00535805
internal_weight=0 691 2430 240 451 2335 355 259 1870 465 95 203 154 1794 316 96 73 96 182 293 417 357 197 160 92 67 1478 1152 86 326
internal_count=3121 691 2430 240 451 2335 355 259 1870 465 95 203 154 1794 316 96 73 96 182 293 417 357 197 160 92 67 1478 1152 86 326
is_linear=0
shrinkage=0.00121906


Tree=641
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 1 0 1 150 2 50 1 1 40 52 2 1 481 2 4 12 475 0
split_gain=2350.2 400.835 188.475 162.39 123.189 122.423 84.9256 75.0841 68.6008 64.8869 64.32 39.7591 37.7941 39.8715 29.6062 27.2976 23.3954 23.3082 19.6924 19.4055 19.1262 18.0096 17.9986 17.8043 17.0758 15.6613 15.387 14.917 14.1235 13.4314
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14285500000000004 -0.15289999999999995 0.089625000000000024 -0.10607499999999999 0.12337000000000002 1.0000000180025095e-35 0.088850000000000012 0.041865000000000006 0.12958500000000003 0.12408500000000001 -0.078554999999999986 0.40674500000000008 -0.0091949999999999983 0.11910500000000002 -0.0079799999999999992 0.31358000000000003 -0.036839999999999991 0.11734000000000001 -0.088274999999999978 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 20 12 18 -4 15 -10 16 -14 26 27 21 25 -8 -13 -3 28 -15 -5 -18 -7 -2 29 -1 -6
right_child=1 5 9 23 10 17 8 -9 11 -11 -12 19 13 22 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012066008666651222 0.012832944466447109 0.0092620928300961008 0.012219696280693474 0.010420811351587633 0.012386295854113858 0.0081922219999145326 0.011813861730344183 0.013893835295087953 0.011309268409111041 0.010130013563781523 0.010519710139519446 0.0097347058980318587 0.01116459174533639 0.011347885741697468 0.010904992131453753 0.010976135426080105 0.013170699608773555 0.0091829988729169188 0.010289395638470917 0.0087739658122091904 0.0081716958260281743 0.011787433885017875 0.012546719674488767 0.0092902920689168257 0.012486896790856187 0.0070297603186652968 0.011939281303793568 0.011499593296110791 0.012930332742662698 0.011356250270793561
leaf_weight=29 50 45 34 47 317 61 34 79 20 63 39 122 40 20 27 27 61 26 20 42 51 22 268 37 492 24 67 36 901 20
leaf_count=29 50 45 34 47 317 61 34 79 20 63 39 122 40 20 27 27 61 26 20 42 51 22 268 37 492 24 67 36 901 20
internal_value=0 0.00995552 0.0125278 0.0112699 0.0125965 0.0092821 0.00965071 0.0127302 0.0100411 0.0108625 0.0120141 0.00968655 0.01268 0.0123051 0.0120557 0.0121598 0.0127617 0.00817295 0.0112492 0.00948866 0.00868282 0.0128776 0.0124635 0.00992284 0.0125623 0.007864 0.0123212 0.0122455 0.0129034 0.0123252
internal_weight=0 673 2448 228 2351 445 334 1912 238 97 439 184 1833 328 144 400 1505 111 54 164 96 952 288 84 553 85 117 373 930 337
internal_count=3121 673 2448 228 2351 445 334 1912 238 97 439 184 1833 328 144 400 1505 111 54 164 96 952 288 84 553 85 117 373 930 337
is_linear=0
shrinkage=0.00121906


Tree=642
num_leaves=31
num_cat=0
split_feature=4 2 49 48 13 376 1 9 3 13 14 16 43 149 52 48 400 401 1447 52 1429 1 43 159 159 2 1 15 131 43
split_gain=30.7101 9.52026 8.18391 7.20004 8.79497 6.3928 5.68521 5.03964 4.75524 6.46882 5.32469 5.34588 9.02343 7.13255 4.74519 6.83473 4.31621 4.85601 3.69565 4.45733 3.8522 10.3941 5.20201 4.01828 6.41179 6.08883 9.63642 3.77601 3.74975 3.73295
threshold=0.27287000000000006 0.10188000000000001 0.15665000000000004 -0.065224999999999991 -0.14819499999999997 0.080200000000000007 0.094465000000000007 -0.08477999999999998 0.31370500000000007 -0.47860499999999995 -0.47071999999999997 -0.42170999999999997 -0.074974999999999986 0.07770500000000001 0.50128500000000009 0.14174500000000004 -0.062539999999999984 0.080710000000000018 -0.0085849999999999971 -0.56176499999999996 0.084770000000000012 0.080270000000000022 -0.081944999999999976 0.082105000000000025 0.11109000000000001 0.087625000000000022 0.089105000000000018 0.093575000000000019 0.077860000000000013 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 18 -7 -8 10 -10 -2 13 -13 -12 15 16 -6 -18 29 -20 23 22 -22 25 28 -21 -27 -26 -25 -1
right_child=8 2 -4 4 14 6 7 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 19 20 21 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0030003377146485045 0.0033424570232121462 0.0046053359908247273 0.000136636181430876 0.001128357805111016 0.00086257195201481704 0.0034450334693114869 0.0023810960086436276 2.8382609730307046e-05 0.0016258641897853796 -0.00078511841666401548 0.0017350900504076413 -0.0013179086899242935 0.0015735687139740372 0.0040090277772340185 0.0039922450489181709 0.00037685086632009609 0.0027538197266503564 0.0012399018056943006 0.0045562679241742468 0.0030139675225693873 0.0038310727072712195 0.00022055897259182734 0.0018472333944994672 0.0035723835079130481 0.0029619420351234631 0.0026506079567842175 0.00064987775494667764 0.0010876289278780944 0.0053023934124996636 0.0039530409249806473
leaf_weight=145 29 21 22 69 20 21 24 27 41 25 154 20 61 22 30 21 389 32 22 951 39 28 35 139 60 503 36 20 20 95
leaf_count=145 29 21 22 69 20 21 24 27 41 25 154 20 61 22 30 21 389 32 22 951 39 28 35 139 60 503 36 20 20 95
internal_value=0 0.00278792 0.00237321 0.00245776 0.00237737 0.00290362 0.00180914 0.00113554 0.00161647 0.000712613 0.00182505 0.00165382 0.000859624 0.00201933 0.00255253 0.00245904 0.0025582 0.00263875 0.00294127 0.00288478 0.00286469 0.00215922 0.00289277 0.00290631 0.00335598 0.00283418 0.00251698 0.00249336 0.00378999 0.00337745
internal_weight=0 2769 604 582 561 2165 72 51 352 66 286 257 81 176 492 462 441 421 2093 1853 1831 102 74 1729 239 1490 539 80 159 240
internal_count=3121 2769 604 582 561 2165 72 51 352 66 286 257 81 176 492 462 441 421 2093 1853 1831 102 74 1729 239 1490 539 80 159 240
is_linear=0
shrinkage=0.0037357


Tree=643
num_leaves=31
num_cat=0
split_feature=1 2 0 106 34 131 10 39 97 123 2 131 14 147 52 48 2 10 47 49 474 457 483 16 484 3 1447 1447 3 49
split_gain=25.1389 8.27219 5.10876 4.73746 4.4217 6.77857 8.82001 9.86193 4.85334 4.37667 4.24314 4.16014 4.14924 3.90453 9.28314 5.31968 3.83432 5.91841 4.31797 3.77414 4.47336 3.71671 3.61811 4.42574 9.05911 5.35648 5.30448 5.52152 4.39473 4.35387
threshold=0.11846000000000002 0.10527500000000002 -0.13843999999999998 0.086340000000000014 -0.038779999999999995 0.096070000000000016 -1.0000000180025095e-35 0.093225000000000016 -0.079444999999999988 0.085740000000000011 0.15361500000000003 0.10548500000000001 -0.24175999999999997 0.087210000000000024 -1.0000000180025095e-35 -0.0046349999999999994 0.11870500000000002 0.069930000000000006 0.11043500000000002 0.13014500000000004 0.10381000000000001 0.083415000000000017 -0.095084999999999989 -0.071854999999999988 -0.011854999999999999 -0.23446499999999998 -0.086254999999999984 -0.085539999999999991 0.10299500000000002 -0.0087849999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 12 8 6 7 -6 -2 21 19 -7 -1 15 -15 -14 17 18 -8 20 -4 -3 -17 24 -24 -25 -27 -28 -29 -26
right_child=4 2 10 -5 5 11 16 -9 -10 -11 -12 -13 13 14 -16 22 -18 -19 -20 -21 -22 -23 23 25 29 26 27 28 -30 -31
leaf_value=0.0037276457903138794 0.001385043627127778 0.0018506039846905862 0.0020607079081200333 0.00089258192032983332 -0.0018094339829076308 0.0034941790340060411 0.0036583551295600843 0.0012826900063738923 -0.00072767494952645278 -0.00012940993645048203 0.00068196087506693451 0.0015586315345431354 0.0034908237200498484 0.002363614971226525 -7.1758289943303361e-05 0.0029610525376128952 0.0011676771995001542 0.00086190827905457978 0.0016756299061047807 0.00075360284512339826 0.0033738987102770175 0.0004883441689748733 0.0035122322155535057 0.0035787864140274564 0.0015847630254428847 0.0029573206894351394 0.00029828044880205568 0.0020639229320648339 0.000557570355891081 0.0023818456776486261
leaf_weight=21 23 87 321 26 20 24 26 24 23 20 24 23 39 49 25 79 147 27 21 21 30 28 72 25 79 64 20 834 21 878
leaf_count=21 23 87 321 26 20 24 26 24 23 20 24 23 39 49 25 79 147 27 21 21 30 28 72 25 79 64 20 834 21 878
internal_value=0 0.00218589 0.00182106 0.00227269 0.00126997 0.00140875 0.00120687 -0.000122821 0.000328684 0.00127473 0.00200732 0.002547 0.00228895 0.00227513 0.00154085 0.00230087 0.00147161 0.00207536 0.00277246 0.00209282 0.00217295 0.00151892 0.00227847 0.00225141 0.00239974 0.00209308 0.00205352 0.00198741 0.00202692 0.00231605
internal_weight=0 2763 531 2232 358 312 265 44 46 135 396 47 2206 2185 74 2111 221 74 47 372 351 115 2072 1993 1029 964 939 875 855 957
internal_count=3121 2763 531 2232 358 312 265 44 46 135 396 47 2206 2185 74 2111 221 74 47 372 351 115 2072 1993 1029 964 939 875 855 957
is_linear=0
shrinkage=0.00325215


Tree=644
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 2 2 2 2 4 133 34 13 3 132 49 52 42 150 3 47 4 48 4 50 131
split_gain=1485.47 261.194 146.277 118.572 109.595 80.5812 61.9259 52.777 47.4896 37.6705 36.501 27.4622 23.6415 23.5559 19.8338 17.9553 24.4201 21.9055 17.8462 17.5018 17.2282 15.7924 24.4542 14.599 15.8695 14.7973 28.1112 15.1245 14.0034 11.8062
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.17025000000000004 0.094835000000000017 0.23246000000000003 0.089200000000000015 -0.038779999999999995 -0.28558999999999996 0.10299500000000002 0.089365000000000014 0.088340000000000016 -0.56176499999999996 0.079510000000000011 0.081835000000000019 0.30112000000000005 0.10648500000000001 0.056795000000000005 0.081805000000000017 0.51388000000000011 -1.0000000180025095e-35 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 14 6 8 12 10 13 -5 15 -1 -6 18 -4 -17 -18 23 -14 -12 22 -22 24 25 26 -3 -27 -23 -2
right_child=1 2 11 5 9 -7 -8 -9 -10 -11 20 -13 19 -15 -16 16 17 -19 -20 -21 21 28 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0057415012118759122 0.0056805376924833079 0.0013780574071230393 0.0011043701506619796 0.0054389663175898996 0.0051629041649566892 0.002707574805364391 0.0036781833645920929 0.0032069728773694022 0.0062862795142864889 0.0030611603876153208 0.0058887493430483853 0.00096976559771677357 0.0034563959784905721 0.0038216067684167646 0.0019838826123181968 0.0015759341355645184 0.002220947944985363 0.0037972740648885878 0.0017365001152336874 0.0049619093035129253 0.004947560325835338 0.004464703056133815 0.0036689784012070592 0.0023822445559035918 0.0039987550413323764 0.0036386733731195121 0.0031297082092115957 0.0024853891867987477 0.0052994187989750486 0.0045836051120090463
leaf_weight=28 52 23 24 1321 56 20 38 64 86 35 43 49 24 36 45 41 36 25 20 28 344 37 27 50 32 71 46 26 370 24
leaf_count=28 52 23 24 1321 56 20 38 64 86 35 43 49 24 36 45 41 36 25 20 28 344 37 27 50 32 71 46 26 370 24
internal_value=0 0.00307158 0.00279198 0.00522121 0.00318988 0.00529293 0.00531575 0.00408261 0.00534368 0.00420347 0.00530583 0.00179156 0.00478311 0.00463805 0.00277861 0.00211114 0.00234803 0.00286698 0.00291205 0.00426706 0.00509162 0.00504756 0.00485451 0.00300686 0.00316459 0.00300378 0.00254582 0.00332955 0.00522354 0.00533414
internal_weight=0 691 615 2430 440 2286 2266 144 2228 127 2142 175 80 92 313 126 102 61 268 52 821 778 371 248 198 166 69 97 407 76
internal_count=3121 691 615 2430 440 2286 2266 144 2228 127 2142 175 80 92 313 126 102 61 268 52 821 778 371 248 198 166 69 97 407 76
is_linear=0
shrinkage=0.00129368


Tree=645
num_leaves=31
num_cat=0
split_feature=1 105 4 3 0 456 2 48 51 132 151 10 12 47 160 3 16 4 50 3 3 13 13 43 133 1211 131 43 0 43
split_gain=25.7985 10.5387 11.0069 9.71601 6.68976 6.03666 5.4648 4.75422 10.4708 7.57013 5.0803 4.72232 4.70754 5.26157 5.12418 4.25063 4.03559 7.32818 4.18605 4.25964 6.356 3.79721 6.25367 4.75572 4.0938 4.46251 4.56239 4.76963 5.14417 3.79354
threshold=0.10124500000000002 1.0000000180025095e-35 -0.17966999999999997 0.31370500000000007 0.18019500000000002 0.096075000000000008 0.16394500000000004 0.14093000000000003 0.11917000000000001 -1.0000000180025095e-35 -0.089309999999999987 -0.012544999999999999 0.11903500000000002 0.10621500000000002 -0.076689999999999994 0.13524500000000003 -0.44310499999999992 0.038415000000000012 -0.23452499999999996 0.10299500000000002 0.12745000000000004 0.0061450000000000003 0.14871000000000004 -0.14386499999999997 -0.0061299999999999992 0.11789500000000001 0.10956 0.0061450000000000003 -0.08867499999999999 -0.11278499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 11 7 -5 8 9 -4 -11 -1 13 14 -12 -16 -13 18 -18 21 -21 23 -23 -20 25 26 27 -25 -29 -26
right_child=1 -3 3 6 -6 -7 -8 -9 -10 10 12 16 -14 -15 15 -17 17 -19 19 20 -22 22 -24 24 29 -27 -28 28 -30 -31
leaf_value=0.00097502966987268963 0.0027279370098747232 0.0041401165356038661 -0.00029009082169952148 0.00082153804978228368 0.00070226995655695002 -0.00031905373833395574 -0.0013247905976224484 0.00024829996175689185 0.0037244085336414611 0.0029785179613037028 0.0021495577361255974 0.0031440547986476262 0.0028470700101997002 0.0024286090520103318 0.00091719896336922677 0.0025715086350420898 0.0040772138113083752 0.0018200558229199647 0.0036721041312660482 -2.5760930198348639e-05 0.00276786648391312 0.0017440533757319371 0.0028867047934624888 0.0028945709676739826 0.00091244466286468588 0.004470914368843169 0.0043448385666835163 0.0030405548591874534 0.0016383144994027139 0.0024545211815025221
leaf_weight=27 100 22 25 65 28 20 20 28 33 39 73 114 37 66 223 22 22 214 51 21 21 180 94 367 21 20 22 52 96 998
leaf_count=27 100 22 25 65 28 20 20 28 33 39 73 114 37 66 223 22 22 214 51 21 21 180 94 367 21 20 22 52 96 998
internal_value=0 0.00169059 0.00161883 0.00144846 0.00244686 0.00161845 0.00031652 0.00168942 0.00176732 0.00163416 0.00173874 0.00246791 0.00162389 0.00150603 0.00131455 0.00106575 0.00248549 0.00245103 0.00251975 0.00250212 0.00137105 0.00252711 0.00213606 0.00259296 0.00255804 0.00280556 0.00274354 0.00267514 0.00213099 0.00242274
internal_weight=0 773 751 651 2348 566 85 546 518 485 460 2320 421 384 318 245 2293 2179 1965 1943 42 1901 274 1627 1576 557 537 515 148 1019
internal_count=3121 773 751 651 2348 566 85 546 518 485 460 2320 421 384 318 245 2293 2179 1965 1943 42 1901 274 1627 1576 557 537 515 148 1019
is_linear=0
shrinkage=0.00359063


Tree=646
num_leaves=31
num_cat=0
split_feature=1 2 0 43 3 124 106 2 13 14 147 52 10 34 131 10 1 97 133 0 4 12 13 49 131 51 11 51 15 43
split_gain=21.3204 6.98067 5.74395 4.21149 6.56235 4.69323 4.13367 3.86204 4.01127 3.82605 4.0072 6.2544 5.19021 3.82605 5.44179 7.4305 7.21033 4.20668 3.55098 3.54962 3.6845 3.74626 4.77757 3.38416 3.33908 3.24727 6.00018 5.9366 10.2101 4.45734
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 -0.04890499999999999 0.11658 -0.086289999999999992 0.086340000000000014 0.15361500000000003 -0.14179999999999995 -1.0000000180025095e-35 0.087210000000000024 -1.0000000180025095e-35 -0.062879999999999978 -0.038779999999999995 0.096070000000000016 -1.0000000180025095e-35 0.14173500000000003 -0.079444999999999988 0.11224500000000003 0.010870000000000003 0.50996500000000011 -0.089199999999999988 -0.068269999999999983 0.14233500000000002 0.10548500000000001 -0.13782999999999998 0.086080000000000018 -0.091704999999999995 -0.0079099999999999986 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 9 8 -4 -1 12 -12 -11 17 15 16 -15 -2 -10 20 21 -17 -23 -24 -16 29 27 28 -27 -14
right_child=13 2 7 4 -6 -7 -8 -9 18 10 11 -13 25 14 24 19 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0035089349403654604 0.0012766550554417799 0.0016392029083114883 0.00073978096035629123 0.0026200778539873571 0.00085324077658327404 -0.00046050977662900097 0.00078226835054813839 0.00058082082017278354 0.0022252179866270464 0.0038850331301651547 0.0020328005992518994 -0.00024026762325343314 0.0040985769658543302 0.0010874060592388317 0.0032819694469356396 0.0028373886405163137 -0.0017183765109921503 -0.00081067628119435239 0.0013155404362269309 0.0024280538619415102 0.00031035193558033927 0.00041592075890445763 0.0022688405248423708 0.00065411453937423974 0.0014417745330882945 0.0021009172823620785 0.00029383782519992057 0.0021845036712964351 -0.00085832810253760612 0.0023697243300049992
leaf_weight=25 23 21 28 42 62 32 26 24 345 21 46 21 23 24 24 20 20 23 60 32 44 51 52 22 23 41 21 1826 21 78
leaf_count=25 23 21 28 42 62 32 26 24 345 21 46 21 23 24 24 20 20 23 60 32 44 51 52 22 23 41 21 1826 21 78
internal_value=0 0.0020573 0.00173276 0.00116326 0.00156677 0.000371452 0.00215003 0.00192842 0.00200311 0.00216678 0.00215078 0.00132035 0.00217818 0.00116218 0.00129917 0.00110722 -0.00018795 0.000232989 0.00209045 0.00136508 0.00118511 0.00145055 0.00122866 0.00178879 0.00238145 0.00216034 0.00212844 0.00214884 0.00109859 0.00276342
internal_weight=0 2763 614 157 104 53 2149 457 433 2123 2098 67 2031 358 312 265 44 46 405 221 189 145 125 74 47 2010 1909 1888 62 101
internal_count=3121 2763 614 157 104 53 2149 457 433 2123 2098 67 2031 358 312 265 44 46 405 221 189 145 125 74 47 2010 1909 1888 62 101
is_linear=0
shrinkage=0.00345121


Tree=647
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1375 14 4 39 475 393 3 1 150 16 1 160 1 42 1211 1428 16 1419 151 1429 472 48 481 52 13 43
split_gain=17.2695 5.73175 6.74423 8.15515 7.07157 6.35879 4.69079 8.05371 5.20189 4.91402 4.72857 4.00346 3.86101 3.82607 4.32988 4.59371 3.60066 3.31923 4.25255 3.44966 4.67699 5.92948 6.03525 5.33185 4.55621 4.54706 5.76457 4.41848 4.59256 6.09967
threshold=0.11846000000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.096099999999999977 0.078320000000000015 -0.17966999999999997 0.085425000000000015 -0.081364999999999979 0.084580000000000016 0.092670000000000016 0.095950000000000021 0.10801000000000001 -0.039889999999999988 0.09253500000000002 0.05259500000000001 0.16773500000000005 0.11387000000000001 0.12248500000000002 0.08653000000000001 0.042200000000000008 0.082370000000000013 -0.085604999999999987 0.083810000000000009 -1.0000000180025095e-35 0.088875000000000023 -1.0000000180025095e-35 -0.14488499999999996 0.0049450000000000006 -0.34140499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 10 -8 11 -6 13 -13 14 15 -10 -2 18 19 20 27 22 -22 25 -21 26 -24 -4 -29 -30
right_child=16 -3 17 -5 5 -7 8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 24 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00012795475010829235 0.0014132799763016022 0.0041369807577034644 0.0036047406338911869 -0.00053894230759686762 0.0049528043683987394 0.0040749727152300259 -0.00017918930438968518 0.00040989680168557912 9.5279271478046525e-05 0.0038985065743567348 0.0026806059284727453 0.0010624254997195462 0.0026224177952590038 0.0031800540328448461 0.0033909400191040459 0.0025183786610881789 -0.00034188927809968538 0.001815884470911902 0.0044057970079564744 0.0020958790059970702 0.0035652172156844975 0.0033440085136719924 0.0039121754989158266 -0.00017238366993969968 0.0044977894973623513 0.00023955691246819896 0.0017381846221345212 0.0025419602061697993 0.0030318658295102985 0.0014077316838037993
leaf_weight=28 335 31 63 25 26 28 24 20 34 21 48 155 36 56 21 25 23 172 20 26 31 50 25 29 33 32 221 1271 59 153
leaf_count=28 335 31 63 25 26 28 24 20 34 21 48 155 36 56 21 25 23 172 20 26 31 50 25 29 33 32 221 1271 59 153
internal_value=0 0.0023022 0.00228138 0.00185526 0.00196992 0.00208883 0.00196949 0.00282596 0.00175307 0.00188633 0.00347895 0.00175711 0.00135646 0.00231979 0.00171761 0.00112202 0.00130052 0.00238805 0.00243694 0.00241718 0.002386 0.00196477 0.00176074 0.00157853 0.00343932 0.00176118 0.00195912 0.00249172 0.00244443 0.00185973
internal_weight=0 2763 2732 547 522 494 466 94 372 348 74 327 191 136 80 59 358 2185 2013 1993 1934 388 338 307 59 278 246 1546 1483 212
internal_count=3121 2763 2732 547 522 494 466 94 372 348 74 327 191 136 80 59 358 2185 2013 1993 1934 388 338 307 59 278 246 1546 1483 212
is_linear=0
shrinkage=0.00429114


Tree=648
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 2 2 2 4 4 1 43 47 131 1 2 14 1 3 12 52 12 43 1 16
split_gain=1966.87 338.317 198.004 155.693 119.034 104.723 68.0427 63.6328 62.7797 54.7723 50.1403 41.8639 40.7706 35.6886 22.0006 33.9345 21.9521 20.2943 20.288 19.532 18.9962 17.0636 16.6691 16.3339 15.9178 15.7315 15.3939 13.8667 13.8614 20.44
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.10699500000000002 0.14285500000000004 0.27834500000000006 -0.013125 0.083345000000000016 0.066275000000000014 0.090100000000000013 0.082750000000000004 0.087135000000000004 0.31358000000000003 -0.23083499999999998 0.11829500000000003 -0.010424999999999999 0.082480000000000012 0.40674500000000008 0.090165000000000009 -0.080324999999999994 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 12 10 -5 19 22 13 -4 16 26 -12 21 20 25 -14 -3 -6 -15 -21 -1 -16 -11 29 -23
right_child=1 2 7 9 11 -7 -8 -9 -10 27 14 -13 18 23 15 -17 -18 -19 -20 24 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057021176658764317 0.0054314866102929188 0.0033761414449528871 0.0029832966844773635 0.0052260644002503284 0.0051753893791725821 0.0035049485916603448 0.0031715912088884782 0.0033065785585809858 0.006555203174016251 0.0034554566103991262 0.0054814292728885177 0.0030037002701001282 0.00092228817146857453 0.002200123125689435 0.0053999073945751926 0.0037631411724632496 0.0047084620107577645 0.0036364933045766952 0.002011536571099952 0.0046648413627292636 -0.00053663323875047892 0.0032560740606386892 0.0038057690729771344 0.0011293713329295998 0.0054323570353038324 0.0046618794075144049 0.0048443748748496981 0.0021693231000097899 0.0015450777410251123 0.0021858894368846841
leaf_weight=909 76 33 39 28 58 48 22 37 84 47 390 29 59 38 139 37 73 32 20 52 20 44 20 64 347 25 209 20 29 93
leaf_count=909 76 33 39 28 58 48 22 37 84 47 390 29 59 38 139 37 73 32 20 52 20 44 20 64 347 25 209 20 29 93
internal_value=0 0.00285647 0.00253826 0.00533001 0.00320278 0.00539606 0.00543575 0.0017274 0.00545774 0.00370656 0.00541547 0.0043308 0.00148394 0.00193073 0.00516954 0.00494103 0.00535956 0.00268027 0.000847607 0.00557192 0.000552941 0.00252651 0.0048242 0.00152828 0.00533233 0.00567427 0.00506627 0.00307154 0.0023576 0.0025296
internal_weight=0 691 615 2430 338 2335 2287 277 2265 95 2181 107 240 141 848 385 463 231 99 1333 79 199 78 102 399 934 348 67 166 137
internal_count=3121 691 615 2430 338 2335 2287 277 2265 95 2181 107 240 141 848 385 463 231 99 1333 79 199 78 102 399 934 348 67 166 137
is_linear=0
shrinkage=0.00129368


Tree=649
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 14 2 2 1 3 1 2 15 2 4 3 40 1 50 475 52 52 16 48 12 50 3
split_gain=1624.57 285.759 176.276 133.666 89.7525 80.321 77.6678 53.8362 53.4432 47.3823 40.9001 40.6308 29.6467 29.3232 43.8871 26.0638 20.7885 19.1566 18.9845 18.3909 16.1155 15.2919 15.0177 15.9884 27.7358 16.4023 14.7856 14.0927 13.5302 22.1325
threshold=0.104035 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.098630000000000009 -1.0000000180025095e-35 0.36766000000000004 0.062655000000000016 0.14285500000000004 0.14285500000000004 0.077845000000000011 -0.014944999999999998 0.089625000000000024 0.090425000000000019 -0.41396999999999995 -0.0091949999999999983 -0.082249999999999976 0.090900000000000009 -0.065259999999999999 0.14326500000000003 0.086295000000000011 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.19444000000000003 0.082620000000000013 0.10345000000000001 0.095140000000000016 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 12 9 13 19 22 -5 -3 17 16 -9 -15 28 -19 -4 -17 -11 -7 24 27 -25 -26 -24 29 -1
right_child=1 2 7 11 -6 10 -8 15 -10 21 -12 -13 -14 14 -16 20 -18 18 -20 -21 -22 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=0.0049271370593158507 0.0057922584031847649 0.0042078919115466074 0.0026043321743374347 0.005465531137996308 0.0031610341434353483 0.0059769313610978552 0.0055658544357828242 0.0021019906123411905 0.0069625796212052062 0.0011293802296247111 0.0039127309575076683 0.0035348990593565359 0.0021497853016921916 0.0042883734808866637 0.0036478247679229731 0.0016658153952575784 0.0056782564768721221 0.0058168378970839731 0.0046517829485306118 0.0041453295828187062 0.00011915376863510401 0.0027179620441957048 0.0057106713771793239 0.0057330503501297082 0.0047664717017998574 0.0044835037263503503 0.0035247730745201107 0.0045245666015553453 0.0070812582920594981 0.0061444336383257381
leaf_weight=29 76 32 20 28 212 60 68 122 76 23 39 67 21 21 23 26 272 994 26 47 23 21 86 141 71 22 23 23 25 404
leaf_count=29 76 32 20 28 212 60 68 122 76 23 39 67 21 21 23 26 272 994 26 47 23 21 86 141 71 22 23 23 25 404
internal_value=0 0.00333009 0.00302582 0.00566893 0.00368894 0.0057326 0.00461385 0.00224278 0.00585709 0.0029727 0.005232 0.00410393 0.00339242 0.00581025 0.00543811 0.00176897 0.00557864 0.00588982 0.00578714 0.00368533 0.000939831 0.00188757 0.00535278 0.00525046 0.00499838 0.0055644 0.00446265 0.00546039 0.00611849 0.00606291
internal_weight=0 691 615 2430 333 2335 121 282 1870 111 465 95 53 1794 316 171 293 1478 1020 67 49 44 426 366 203 163 94 109 458 433
internal_count=3121 691 615 2430 333 2335 121 282 1870 111 465 95 53 1794 316 171 293 1478 1020 67 49 44 426 366 203 163 94 109 458 433
is_linear=0
shrinkage=0.00134594


Tree=650
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 14 1 2 2 4 4 2 150 49 0 15 12 132 1 123 2 4 4 40 3 4 4 3 43
split_gain=2002.12 344.634 162.771 143.878 109.726 89.7817 83.7482 71.332 65.6792 74.2309 61.48 43.0025 38.9195 29.8522 29.5112 28.1348 53.9006 31.1119 26.0984 28.5881 24.8609 23.4483 22.9554 19.7403 19.3494 19.1845 17.6719 17.0339 16.7853 23.8233
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.10188000000000001 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.24564500000000003 0.13501500000000002 1.0000000180025095e-35 -0.054984999999999992 -0.11173999999999999 -0.11713499999999999 0.090345000000000023 0.088890000000000011 0.15799000000000005 0.10695000000000002 0.094835000000000017 -0.52556499999999995 0.022185000000000003 -0.078554999999999986 -0.13927999999999999 -0.0070899999999999991 0.033845000000000007 0.30112000000000005 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 8 6 11 21 24 -10 -11 15 13 26 -2 16 -4 22 19 -6 28 -1 -17 -18 -3 -24 -7 -19 29 -12
right_child=1 4 5 -5 18 12 -8 -9 9 10 20 -13 -14 -15 -16 17 23 27 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0068502214368116512 0.0041369601621077893 0.0025575836581199665 0.0077225065856265547 0.0032146782707691596 0.0012143008412828244 0.0062569960606491965 0.0079482586668498841 0.0035565856228417002 0.0055445345284641087 0.0050606363007146419 0.002171458468623579 0.0045276561805315686 0.004216921785776654 0.0041862942520356928 0.006009994379008227 0.0081534066164156028 0.0046389208645585033 0.0062643039008057934 0.0024956484395713429 -0.00090188741616736303 0.0011364483015652565 0.0050815086094433727 0.0052770620676956268 0.0062654517792057607 0.0011939264315218455 0.0066206067649297578 0.005533397479983799 0.0052852919242721954 0.0020245867964695029 0.0035749611227630126
leaf_weight=26 23 45 23 84 55 177 83 69 30 29 40 28 39 24 121 22 60 567 23 20 21 51 25 24 51 1048 138 44 40 91
leaf_count=26 23 45 23 84 55 177 83 69 30 29 40 28 39 24 121 22 60 567 23 20 21 51 25 24 51 1048 138 44 40 91
internal_value=0 0.00327585 0.00622778 0.00479119 0.00249945 0.00632621 0.0064589 0.0046758 0.00289944 0.00330726 0.00300356 0.00639175 0.00565087 0.00581584 0.00571083 0.00642054 0.00566658 0.00646783 0.00108315 0.000649984 0.00269286 0.00567874 0.00662073 0.00510364 0.00183314 0.0065893 0.00593999 0.0061938 0.002884 0.00314641
internal_weight=0 673 2448 228 445 2302 1924 146 347 251 221 1841 378 339 144 1813 107 1706 98 75 192 77 1095 84 96 1073 315 611 171 131
internal_count=3121 673 2448 228 445 2302 1924 146 347 251 221 1841 378 339 144 1813 107 1706 98 75 192 77 1095 84 96 1073 315 611 171 131
is_linear=0
shrinkage=0.00151575


Tree=651
num_leaves=31
num_cat=0
split_feature=4 2 1 150 15 49 13 11 48 0 48 484 2 48 12 12 42 96 2 41 43 43 10 16 13 2 15 1212 43 16
split_gain=32.494 9.07155 8.51176 11.4505 7.77901 6.00935 6.06244 5.1735 5.14284 5.82123 10.2493 5.07749 4.79778 4.63467 4.60523 4.28666 3.82472 3.66298 3.67044 6.71851 7.48478 5.25132 6.7225 5.06828 3.59231 4.36072 3.51262 3.47378 4.14008 6.17339
threshold=0.27287000000000006 0.17025000000000004 0.089625000000000024 1.0000000180025095e-35 -0.094329999999999983 -0.054984999999999992 -0.0044799999999999987 0.091795000000000015 -0.089099999999999999 -0.13843999999999998 0.081805000000000017 -0.020124999999999994 0.25063000000000007 0.092475000000000016 0.09474500000000001 0.11734000000000001 0.087405000000000024 0.086715000000000014 0.11474000000000002 0.081560000000000007 0.0061450000000000003 -0.069134999999999988 0.087010000000000018 -0.54165499999999989 -0.11122999999999998 0.097070000000000004 -0.41942499999999994 0.12218000000000002 0.016310000000000002 -0.50992999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 7 -5 6 16 8 -4 10 -10 14 17 -13 -11 24 -6 18 21 20 26 -2 23 -23 25 -1 -20 28 29 -26
right_child=12 -3 3 4 5 -7 -8 -9 9 11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0032264856719684703 0.00069826305750704217 0.00044234934226244666 0.0034979736237169298 -0.00057980807317138032 0.00075926432373076187 7.8386055636246783e-07 0.0026574537411231994 0.0030646264876416853 -0.00078892853922127662 0.0036652303973258539 0.0018465897070992999 0.0020004339019604575 -0.0002859496037761735 0.0009606533551332813 0.001874674742888486 0.0014542528470692327 0.0021910493059318133 1.187528333902186e-05 0.0015060495586752978 0.0025750565467629661 -0.00087504417571711345 0.0014577027856156402 0.00061339851398158768 0.0032353388424370901 0.0039613749999685291 0.0017273218366526649 0.00046722983214904086 0.0030669713539035436 0.0017790350950963329 0.0022130670594603212
leaf_weight=70 39 33 20 23 61 26 40 43 21 32 46 385 24 47 25 72 26 25 69 22 24 25 23 42 20 26 59 44 222 1487
leaf_count=70 39 33 20 23 61 26 40 43 21 32 46 385 24 47 25 72 26 25 69 22 24 25 23 42 20 26 59 44 222 1487
internal_value=0 0.00207146 0.00209111 0.00181868 0.00111514 0.00136994 0.00165024 0.00201872 0.00194064 0.00188462 0.00102053 0.00200301 0.00106317 0.00188731 0.0028799 0.00220269 0.00118715 0.00116188 0.00125677 0.000960541 0.000726861 0.00165634 0.0020715 0.00257204 0.00223152 0.00282046 0.00102722 0.00219963 0.00217756 0.00223627
internal_weight=0 2769 2736 795 176 153 127 619 576 556 67 489 352 432 57 1941 87 328 303 174 152 129 90 67 1869 96 128 1773 1729 1507
internal_count=3121 2769 2736 795 176 153 127 619 576 556 67 489 352 432 57 1941 87 328 303 174 152 129 90 67 1869 96 128 1773 1729 1507
is_linear=0
shrinkage=0.00312586


Tree=652
num_leaves=31
num_cat=0
split_feature=1 3 4 12 4 3 2 43 1 14 2 4 2 1 49 52 2 47 0 52 1 1 49 1 16 13 47 15 52 4
split_gain=2350.42 390.502 181.908 175.935 128.805 126.186 92.5749 86.6932 73.0033 71.9222 54.1716 51.217 41.2135 34.7133 33.9133 27.5382 27.4006 24.8616 23.418 20.7726 19.9614 18.4651 18.1985 17.5963 16.0693 14.8675 14.2795 13.8254 13.7189 15.3108
threshold=0.104035 -0.059315 0.27834500000000006 -0.029094999999999999 0.36766000000000004 0.31370500000000007 0.13712500000000002 -0.025214999999999998 0.092845000000000025 0.062655000000000016 0.089885000000000007 -0.16363499999999997 0.11510000000000002 0.12205500000000001 -0.054984999999999992 0.056145000000000007 0.094835000000000017 0.090100000000000013 -0.22491999999999998 -0.56176499999999996 0.13075500000000004 0.13604000000000002 0.088340000000000016 0.087135000000000004 -0.008904999999999998 -0.47860499999999995 0.11043500000000002 0.090455000000000021 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 8 6 7 9 13 16 10 23 -9 17 -3 -2 21 -1 -13 -12 -20 -4 -7 -18 28 -14 -23 -16 -11 29 -5
right_child=1 5 20 4 -6 15 -8 11 -10 27 18 12 24 -15 26 -17 22 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059818219647311431 0.0036937497560251488 0.0025599907546292175 0.0031531743277553141 0.0068272224458221092 0.0024735557070559391 0.0014511865519678394 0.0037185552603546854 0.0050698280475463256 0.0032083781765334389 0.0072240282218034692 0.0042414134920854959 0.0031880197512659421 0.0027366539358934126 0.0014738953741378702 0.0055881950187736361 0.0020062816747464388 0.0036615792489901964 0.0047791660930826749 0.0062594819061036477 0.0053708398638936108 0.0018145451196780681 0.00086572453906114144 0.0051371504185548818 0.0055652304565145857 0.0014989229069187599 -0.00056407739575173137 0.0046905698757706334 0.0062170611068362875 0.0049711784485231315 0.0058765899362975341
leaf_weight=28 24 91 61 27 20 26 38 21 64 49 27 49 55 91 87 32 24 22 43 751 24 22 28 390 23 23 40 37 25 879
leaf_count=28 24 91 61 27 20 26 38 21 64 49 27 49 55 91 87 32 24 22 43 751 24 22 28 390 23 23 40 37 25 879
internal_value=0 0.00293233 0.00423025 0.00553131 0.00561528 0.00225912 0.00564301 0.00261334 0.00419823 0.00567584 0.00563107 0.00325184 0.00299561 0.00201694 0.00504931 0.00104858 0.00499011 0.00368105 0.00538024 0.00541897 0.00277521 0.000616944 0.00445612 0.00578696 0.00237168 0.000134937 0.00530548 0.0067908 0.00587985 0.00590492
internal_weight=0 691 236 2430 2286 455 2266 352 144 2228 2142 170 149 182 151 103 80 71 821 794 85 71 52 1321 78 45 127 86 931 906
internal_count=3121 691 236 2430 2286 455 2266 352 144 2228 2142 170 149 182 151 103 80 71 821 794 85 71 52 1321 78 45 127 86 931 906
is_linear=0
shrinkage=0.00124344


Tree=653
num_leaves=31
num_cat=0
split_feature=1 3 0 10 1 44 402 16 13 12 12 0 12 484 51 133 49 475 3 4 4 52 42 3 1452 159 51 48 16 150
split_gain=34.3105 9.78069 6.14734 6.016 5.95345 10.8903 5.51911 5.33739 10.2341 4.73889 6.54798 4.07648 4.05179 4.38618 4.90526 4.32221 3.83508 5.911 4.44734 4.44459 6.74177 4.09264 4.13168 3.6942 3.69404 4.89891 4.77629 7.56242 7.13368 4.57948
threshold=0.10337500000000001 -0.03694999999999999 0.22582000000000002 -0.086389999999999981 0.14262000000000002 0.083555000000000018 0.086055000000000006 0.033715000000000009 -0.47860499999999995 0.10673000000000001 0.11472500000000001 -0.11242999999999999 -0.12529499999999996 -0.070054999999999992 0.11548000000000001 0.089405000000000012 0.11560500000000001 0.068270000000000011 0.090900000000000009 -0.059649999999999988 0.0049200000000000008 -0.11183499999999999 0.091955000000000023 -0.073884999999999992 0.087295000000000011 0.11389500000000001 0.012085000000000002 0.078735000000000013 -0.094359999999999986 0.083250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 12 9 8 -6 11 -11 -2 -3 -14 15 -15 17 18 24 -20 -21 22 -18 -12 25 26 -5 -28 -29 -30
right_child=1 4 -4 16 7 -7 -8 -9 -10 10 23 -13 13 14 -16 -17 21 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00049863892564683601 0.0010004270641422318 0.0026891506741543985 0.0005084037488118265 0.0025964608731342083 0.0016233563001970064 0.0039988032581861647 0.00034408574918291031 0.0017336326592260873 -0.0013195957574966039 4.3855964648639945e-05 0.0033844506709274648 0.0027180611594157895 -0.00046855832335321605 0.0013277355593706588 0.0029855670630831561 3.4477379662979946e-06 0.0032070202914673222 0.0039343843642868125 0.0023943558781519916 -0.0006305048806217134 0.0021199856695759897 0.0012493808374574467 0.0013056420470648979 0.001392215632963474 0.0032717776852354188 0.0015088335489402338 0.0024487586641724875 0.0024048578256406659 -0.0011289101171640639 0.0012718378735815503
leaf_weight=20 20 24 21 1677 25 20 22 27 39 27 21 163 20 225 20 37 41 37 66 20 27 66 23 28 82 63 189 30 20 21
leaf_count=20 20 24 21 1677 25 20 22 27 39 27 21 163 20 225 20 37 41 37 66 20 27 66 23 28 82 63 189 30 20 21
internal_value=0 0.00154807 0.00244259 0.00245965 0.00121202 0.00142695 0.00207068 0.00039481 -0.000170005 0.00221734 0.00146368 0.00253034 0.00126917 0.00115632 0.00127156 0.00114072 0.00247625 0.00251117 0.00248718 0.00179342 0.000949564 0.00187674 0.00252371 0.00224603 0.00252483 0.00249421 0.00252626 0.00207343 0.00107431 0.000100741
internal_weight=0 718 2403 2382 437 346 281 91 64 259 76 183 326 302 282 262 2362 2232 2195 113 47 130 64 49 2082 2000 1937 260 71 41
internal_count=3121 718 2403 2382 437 346 281 91 64 259 76 183 326 302 282 262 2362 2232 2195 113 47 130 64 49 2082 2000 1937 260 71 41
is_linear=0
shrinkage=0.00359063


Tree=654
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 14 47 2 2 2 34 4 47 131 2 0 52 1 2 0 16 1 52 4 12 43 4
split_gain=1772.32 306.003 173.876 151.479 104.026 87.5307 71.5052 58.2887 55.2071 53.2951 46.6922 46.682 36.315 33.6162 25.0049 19.5692 19.0582 21.1969 18.3432 18.0346 23.593 31.9965 18.733 16.3913 15.5561 14.3985 14.0132 13.6235 13.5291 13.456
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.088105000000000003 0.13404500000000005 -0.0060199999999999993 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 0.41555500000000006 0.090100000000000013 0.08844500000000001 0.31358000000000003 -0.23091999999999999 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.18019500000000002 0.13751500000000003 0.087135000000000004 0.40674500000000008 0.23246000000000003 0.090285000000000018 0.05259500000000001 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 15 7 -1 8 10 12 24 26 13 -4 -15 18 17 -14 -3 -12 22 -22 27 -7 25 -5 -6 28 -21 -29
right_child=1 2 9 5 11 23 -8 -9 -10 -11 19 -13 16 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0045442006707913721 0.004806051296027937 0.0031452648258970557 0.00097016769115962516 0.0050402343512988895 0.0046420258821329476 0.0025711442586858913 0.0025009923409667276 0.0028736092812157829 0.0057733336915969874 0.0028971857559346387 0.0053247698350199898 0.0024201462872586832 0.00093707144455132819 0.0031721219090086808 0.0017758711526984106 0.0032555174272031204 0.0019268351107738276 -0.00044966741230842829 0.0021017156873860822 0.0050018349129837061 0.0027059789064794526 0.0044671878150692734 0.0034501266518468274 0.0039608970481821559 0.0047328800764693197 0.0041381765593277459 0.0036126108898660806 0.004678455582792453 0.0041473434390592737 0.0042800913260681289
leaf_weight=40 76 28 45 907 51 27 63 22 85 37 43 26 74 28 53 32 20 20 171 181 23 41 20 22 398 26 30 296 31 205
leaf_count=40 76 28 45 907 51 27 63 22 85 37 43 26 74 28 53 32 20 20 171 181 23 41 20 22 398 26 30 296 31 205
internal_value=0 0.00254359 0.00226401 0.00471281 0.0028393 0.00477558 0.00329447 0.00480958 0.00482846 0.00156202 0.00479147 0.00381351 0.00135619 0.0017984 0.00225853 0.00238804 0.000867427 0.000642021 0.00224855 0.00457083 0.00453016 0.00383425 0.00459092 0.00319511 0.00493071 0.0050151 0.00426076 0.00462292 0.00487689 0.00451545
internal_weight=0 691 615 2430 338 2327 103 2278 2256 277 2171 107 240 126 81 231 114 94 199 840 797 64 733 49 1331 933 81 713 212 501
internal_count=3121 691 615 2430 338 2327 103 2278 2256 277 2171 107 240 126 81 231 114 94 199 840 797 64 733 49 1331 933 81 713 212 501
is_linear=0
shrinkage=0.00119516


Tree=655
num_leaves=31
num_cat=0
split_feature=1 4 105 3 1456 2 9 48 14 157 0 2 43 42 14 48 16 52 10 11 3 15 16 16 159 43 16 49 151 15
split_gain=35.1244 10.6634 9.02002 10.4793 6.68785 6.02855 8.45358 6.43445 6.8133 6.06657 5.99437 5.08999 5.03879 4.52546 6.21783 6.25793 11.2622 4.50048 4.28622 3.91553 6.76731 7.55429 5.35077 8.66022 14.9411 5.02835 5.59577 4.2219 4.07764 4.8961
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31370500000000007 -0.049894999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -0.080024999999999985 -0.47013499999999991 -0.06457499999999998 0.18019500000000002 0.16394500000000004 -0.079109999999999986 -0.019989999999999997 -0.10708499999999999 0.085700000000000012 -0.4179199999999999 -0.075329999999999994 -0.015579999999999998 1.0000000180025095e-35 -0.14989499999999997 -1.0000000180025095e-35 0.013515000000000001 0.083160000000000026 0.050895000000000003 -0.00045499999999999995 -0.004174999999999999 0.12497000000000001 -0.090369999999999992 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 6 12 -7 -9 -10 18 -5 -6 -11 -15 16 -16 -17 -1 22 21 -21 25 24 -24 -20 28 -25 -27 -30
right_child=1 2 -4 11 5 7 -8 8 9 13 -12 -13 -14 14 15 17 -18 -19 19 20 -22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=0.00096444920044311429 0.0029058613112553531 0.0033041559209221801 0.003803014105469571 0.00066065441434202574 0.0015772220615851214 0.0032020444926712383 0.0023565218491649435 0.0030214712661725106 -0.00064284510027952792 -0.00052392077431067286 0.00079609629139177284 -0.0014762600132879058 -0.00077776158057543698 0.0027430107627141121 0.0012312843583112076 0.0026415793554010322 -0.0014518427309830359 0.0010385296611593975 0.0027387753195131145 0.00074658554216748367 0.0050852716258104344 0.0033342115327622325 0.0019223485370298793 0.002610740913988204 -0.0016181881506172416 0.0038745148530433845 0.0041901125587725657 0.0014230509868005362 0.0016783571440269396 0.0024522874952754656
leaf_weight=24 78 29 22 70 32 20 167 22 33 23 28 20 21 32 61 37 34 72 1225 20 22 74 80 283 21 20 21 49 186 295
leaf_count=24 78 29 22 70 32 20 167 22 33 23 28 20 21 32 61 37 34 72 1225 20 22 74 80 283 21 20 21 49 186 295
internal_value=0 0.00159615 0.00144916 0.00137222 0.00155537 0.00146383 0.00194399 0.00114756 0.0010167 0.000865653 0.00251424 0.000185785 0.000644115 0.00105785 0.00121201 0.000971854 0.000271007 0.00158268 0.00253498 0.00255139 0.00322017 0.00278365 0.00251581 0.00214405 0.0011862 0.00260795 0.00230092 0.00243545 0.00222174 0.00215301
internal_weight=0 773 695 673 583 554 220 334 314 292 2348 90 53 259 236 204 95 109 2320 2296 116 94 2180 433 101 1747 522 332 501 481
internal_count=3121 773 695 673 583 554 220 334 314 292 2348 90 53 259 236 204 95 109 2320 2296 116 94 2180 433 101 1747 522 332 501 481
is_linear=0
shrinkage=0.0037357


Tree=656
num_leaves=31
num_cat=0
split_feature=1 4 484 1 51 133 1 457 16 0 2 43 49 475 1 4 475 16 16 456 39 132 12 40 16 159 48 1 52 15
split_gain=28.4652 11.9147 10.4059 7.97023 5.85454 5.81152 6.29817 5.48475 8.49086 4.89634 13.3916 7.75505 4.77589 4.65116 10.69 5.78089 5.55759 4.33562 7.90342 3.81916 4.43508 3.85022 3.69511 4.53834 3.58803 4.88397 3.76839 10.6883 5.41149 4.90387
threshold=0.095950000000000021 -0.0086549999999999978 -0.020124999999999994 0.13743000000000002 -0.41109999999999997 -0.24227499999999996 0.16540500000000002 0.048635000000000005 -0.090344999999999995 0.034820000000000011 0.10855000000000002 -0.065269999999999981 -0.12164499999999999 -0.088274999999999978 0.080270000000000022 -0.085594999999999991 -0.085684999999999997 0.41221000000000008 -0.016164999999999995 0.095035000000000022 0.10076500000000001 -1.0000000180025095e-35 -0.10022999999999999 -0.063404999999999989 0.013515000000000001 0.04105000000000001 -0.015314999999999997 0.085475000000000009 -0.13993999999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 12 -3 -6 7 19 -9 13 11 -11 -4 14 -1 -15 -17 18 -14 20 21 -7 -22 -24 26 -26 27 -18 -28 -30
right_child=1 4 3 -5 5 6 -8 8 -10 10 -12 -13 17 15 -16 16 24 -19 -20 -21 22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=0.0020943306998672303 0.0036846988949462158 0.0023017886508456967 0.0030258939100477542 -7.3713669663388182e-05 0.00234346067195936 -4.3524513824523794e-05 -0.00081623322353433392 0.00094759220657655559 -0.001435804506006913 0.00067498600757418036 -0.00070732166085498761 0.0025026507418923105 0.0022482944863349312 0.0024800597326918718 -0.00073643884230301571 0.0030115064262938125 0.0021412825146264482 0.0022490429461084881 0.00080850956054189709 -0.00028149964512657314 0.0014742729264554343 0.0013972316966265584 0.00095206120269264547 -0.0011181257922595509 0.0017555479468738947 0.00031833765886270422 0.003279459935875753 -0.00072602129020696445 0.00289630052613338 0.0019732845829211897
leaf_weight=43 28 35 29 27 29 21 23 43 25 37 26 73 64 291 21 54 44 82 109 21 22 298 21 24 234 28 37 20 64 1248
leaf_count=43 28 35 29 27 29 21 23 43 25 37 26 73 64 291 21 54 44 82 109 21 22 298 21 24 234 28 37 20 64 1248
internal_value=0 0.00130423 0.00178576 0.00161479 0.00101378 0.000928236 0.000845823 0.000926301 7.13434e-05 0.00198962 0.00139175 0.00188789 0.00177532 0.00202864 0.00116548 0.00205598 0.00198461 0.0016331 0.00134115 0.00106914 0.00114263 0.00130239 0.000381974 -0.000152039 0.0019515 0.00160195 0.00201632 0.00124525 0.0020529 0.00201831
internal_weight=0 901 339 311 562 527 498 475 68 2220 136 110 284 2084 64 2020 1729 255 173 407 386 319 67 45 1675 262 1413 64 1349 1312
internal_count=3121 901 339 311 562 527 498 475 68 2220 136 110 284 2084 64 2020 1729 255 173 407 386 319 67 45 1675 262 1413 64 1349 1312
is_linear=0
shrinkage=0.00325215


Tree=657
num_leaves=31
num_cat=0
split_feature=4 2 1 457 150 376 3 49 2 457 15 48 13 12 484 160 43 3 13 12 15 42 0 0 16 43 4 2 16 16
split_gain=23.4462 7.31116 6.16481 9.18983 6.28254 5.42368 4.49892 5.79826 4.03818 3.88169 3.77005 3.75491 4.33564 3.5436 3.50532 5.9884 3.95352 7.09923 4.65925 4.85689 4.49448 3.24088 3.15302 7.49695 5.50064 4.73593 4.83933 3.63253 3.7769 6.73968
threshold=0.27287000000000006 0.17025000000000004 0.093575000000000019 0.079590000000000008 -0.09547499999999999 0.083960000000000021 -0.017889999999999996 -0.054984999999999992 0.25063000000000007 0.087855000000000003 0.13592500000000005 -0.07175999999999999 -0.28558999999999996 0.093965000000000007 0.096415000000000015 -0.23686999999999997 -0.072864999999999985 -0.0025099999999999996 -0.41572999999999993 -0.07983999999999998 -0.46743999999999997 0.091625000000000012 -0.14226499999999997 -0.13027499999999997 -0.0007049999999999999 -0.52440999999999993 -0.55119499999999988 0.12992500000000004 0.042200000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 11 -5 9 14 -8 22 -6 -13 -14 15 -2 17 -17 -18 -20 -21 -22 24 -24 -1 -25 -27 28 -28 -30
right_child=8 -3 3 6 5 -7 7 -9 -10 -11 -12 12 13 -15 -16 16 18 -19 19 20 21 -23 23 25 -26 26 27 -29 29 -31
leaf_value=0.0025074477709280136 0.0032020642976600803 0.00023807293392930892 -7.3889014957970514e-05 -0.0010182611430908694 0.003914398032718246 0.00052756595677773031 0.00078094870782484936 -0.00061768924369108233 -0.00057907783232104065 0.0032700929254977622 0.0010705971646656814 0.00077780412780972504 0.0026392216433077141 0.0018895304570606015 -0.00025652511946327707 0.0011203452467942038 -7.2024560567014086e-05 -0.001438194171560752 0.0034541125079018391 0.0031850305405053945 0.0014554489320706041 -0.00018084929988747059 -0.00011079278066538964 0.00043945855753772871 0.0046183098259540856 0.0042640017554869524 0.0023273945498196182 0.0037097906347792623 0.00058446610023700366 0.0021151558370085099
leaf_weight=127 24 33 23 22 20 34 21 21 24 20 43 36 194 220 27 61 29 25 22 20 95 25 22 23 24 20 1512 28 57 269
leaf_count=127 24 33 23 22 20 34 21 21 24 20 43 36 194 220 27 61 29 25 22 20 95 25 22 23 24 20 1512 28 57 269
internal_value=0 0.00213 0.00215282 0.00179486 0.00199285 0.00208717 0.000552721 0.00111017 0.00102205 0.00199517 0.00225574 0.00219999 0.00212379 0.00224084 0.0011392 0.0012644 0.00109652 0.000376584 0.00142067 0.00168789 0.00141034 0.00111455 0.00228022 0.00223622 0.00284295 0.00226327 0.00228551 0.0022643 0.00224228 0.00184752
internal_weight=0 2769 2736 611 527 504 84 62 352 41 2125 470 450 414 328 301 277 86 191 162 140 120 2082 1931 151 1909 1886 1866 1838 326
internal_count=3121 2769 2736 611 527 504 84 62 352 41 2125 470 450 414 328 301 277 86 191 162 140 120 2082 1931 151 1909 1886 1866 1838 326
is_linear=0
shrinkage=0.00404364


Tree=658
num_leaves=31
num_cat=0
split_feature=1 2 52 16 129 2 2 3 9 106 33 1420 1429 3 475 16 2 49 3 155 11 4 1 50 3 2 2 159 3 1212
split_gain=19.1148 6.44567 4.99309 12.0993 7.64429 5.51699 4.39529 4.44472 4.08799 3.92935 3.53308 3.07058 3.34058 5.87593 4.63278 3.39904 5.95416 6.72071 5.98615 3.95326 4.86671 9.09178 3.2882 4.76185 4.32831 4.08817 3.89396 5.93311 4.72812 4.90711
threshold=0.11846000000000002 0.10252500000000002 0.039215000000000007 0.38525000000000004 0.089245000000000005 0.13622000000000004 0.12669500000000003 -0.073309999999999986 0.099965000000000012 0.086340000000000014 0.083840000000000012 -0.084814999999999988 0.084770000000000012 -0.094874999999999987 -0.085684999999999997 0.19444000000000003 0.098260000000000014 0.082865000000000008 -0.085114999999999982 0.083440000000000014 0.08776500000000001 -0.39518999999999993 0.096325000000000008 0.12170000000000002 -0.016324999999999996 0.10045500000000002 0.08647500000000001 0.11389500000000001 -0.077354999999999993 0.11137000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 -4 7 -5 -2 10 11 -1 14 -14 -13 19 17 18 -17 20 21 -16 23 25 -24 26 27 28 29 -23
right_child=8 2 5 6 -6 -7 -8 -9 -10 -11 -12 12 13 -15 15 16 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032669669534038152 0.0010630842241732808 0.00099874222060618366 0.0023989030847999114 0.002302343167628763 -0.0015962635912471533 0.00023415142869801254 0.0038434972833759906 0.0004961570787324548 -0.00043063784291829944 0.00046040569706599709 0.0035531243540324587 0.0029440860273152493 -0.00060861702566915223 0.0017772357092079186 0.0043694428456230085 0.0037201006875905896 -0.00059793605646064755 -0.00020397639167803736 0.001507866376147763 0.0032884190936769411 8.3185600801605959e-05 0.0022751533621103042 0.0017670857951198782 0.00049022906172465524 -1.2006042621535534e-05 0.0035948438701966885 0.0018333137767727252 0.00013380719912127822 0.0031775597045151016 0.00069862151944739945
leaf_weight=32 325 258 154 109 20 22 23 28 33 26 25 89 21 86 27 30 21 23 60 41 21 639 111 31 28 29 663 21 91 34
leaf_count=32 325 258 154 109 20 22 23 28 33 26 25 89 21 86 27 30 21 23 60 41 21 639 111 31 28 29 663 21 91 34
internal_value=0 0.00191845 0.00155306 0.00132191 0.000812051 0.00212831 0.0022078 0.0019332 0.000925395 0.00202284 0.00204198 0.00202397 0.00200472 0.00130898 0.00204272 0.00199982 0.00137931 0.00174676 0.00224528 0.00204772 0.00201771 0.00204197 0.00200382 0.00205867 0.00140871 0.00209159 0.00206149 0.0022542 0.00231248 0.00219551
internal_weight=0 2763 614 438 278 176 160 137 358 2149 2123 2098 2066 107 1959 1870 134 113 90 1736 1695 1674 1647 1508 139 1477 1448 785 764 673
internal_count=3121 2763 614 438 278 176 160 137 358 2149 2123 2098 2066 107 1959 1870 134 113 90 1736 1695 1674 1647 1508 139 1477 1448 785 764 673
is_linear=0
shrinkage=0.00404364


Tree=659
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 15 0 49 4 1 12 475 1 150 47 2 14 1 131 2 4 4 0
split_gain=2002.43 349.696 204.565 158.998 120.02 104.547 68.2454 58.5224 52.9625 52.9222 45.9755 35.0296 36.061 30.6894 47.6863 27.4023 26.4035 21.4438 18.5475 17.6572 17.0262 16.7733 14.6017 14.2893 15.8144 14.2795 21.2679 14.1639 13.8704 13.788
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.092845000000000025 0.11474000000000002 0.13754500000000003 -0.13578499999999996 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.087765000000000024 -0.066784999999999983 0.089770000000000016 1.0000000180025095e-35 0.090100000000000013 0.087995000000000004 -0.23083499999999998 0.11669000000000002 0.08844500000000001 0.31358000000000003 0.23246000000000003 -0.50940999999999981 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 11 13 18 -5 27 12 -4 14 16 17 -1 19 -7 28 -20 23 -18 -3 -25 26 -13 -6 -15 -19
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 25 -14 15 -16 -17 22 29 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0055487975498175034 0.0057395842383777471 0.0034615436571622188 0.0015462446482835566 0.0051518490148551406 0.005488283958269142 0.005961677556434444 0.003478947301457517 0.0070056098985637177 0.0037326046281536025 0.0030505273213975062 0.0028845837878400489 0.0010398344813333004 0.0032335438099067638 0.0071323711237488343 0.0065581541830637925 0.0051599708272386949 0.0048028632325894105 0.0057652826747768152 0.0052135589583430751 0.004909769502267282 0.0039667882963176377 0.0036924728468283622 0.0035013369684798921 0.0026665844808454135 0.0015513323120228241 0.0019778344185706403 -0.00055575773664995689 0.0042994661359127282 0.0060486740262526246 0.0050064585863876954
leaf_weight=43 76 33 94 37 51 60 37 76 48 58 24 74 32 23 35 108 33 755 335 25 22 33 32 138 29 20 20 30 692 48
leaf_count=43 76 33 94 37 51 60 37 76 48 58 24 74 32 23 35 108 33 755 335 25 22 33 32 138 29 20 20 30 692 48
internal_value=0 0.00296138 0.00261806 0.00560995 0.00333484 0.00568078 0.00174343 0.00582564 0.00509823 0.00386894 0.00455349 0.00147587 0.00197477 0.00577565 0.00516553 0.0058285 0.00471422 0.00587529 0.00525543 0.00604388 0.00513673 0.00278566 0.00416211 0.00263604 0.00247292 0.000924467 0.000700347 0.00504798 0.00608353 0.00571992
internal_weight=0 691 615 2430 338 2335 277 1870 465 95 105 240 126 1794 143 1651 108 1543 417 740 357 233 65 200 167 114 94 81 715 803
internal_count=3121 691 615 2430 338 2335 277 1870 465 95 105 240 126 1794 143 1651 108 1543 417 740 357 233 65 200 167 114 94 81 715 803
is_linear=0
shrinkage=0.00137286


Tree=660
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 123 4 147 48 48 11 0 42 160 51 479 15 3 132 15 13 0 1212 16 50 376 10 39 13 0
split_gain=21.3866 6.61221 5.64848 4.19542 4.61363 4.26186 4.12115 5.77169 4.90069 6.72302 4.79857 3.79286 4.42179 3.73446 5.37832 3.8131 3.90932 3.70289 5.47192 8.26666 3.69624 3.67923 5.14989 6.71227 3.64917 3.60183 3.40433 3.50762 3.90746 5.25837
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.083965000000000012 -0.082249999999999976 0.094075000000000006 0.092475000000000016 0.078735000000000013 0.098315000000000013 -0.019414999999999998 0.11934000000000002 -0.54913999999999985 0.31334500000000004 0.088785000000000017 0.11728000000000001 0.31370500000000007 0.10365500000000001 -0.41396999999999995 -0.15714499999999998 -0.087519999999999987 0.091580000000000009 -0.079734999999999986 0.10672000000000002 0.086445000000000008 -0.079859999999999987 0.10076500000000001 0.05868000000000001 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 8 11 9 10 21 12 13 -8 15 25 -17 20 19 -19 -2 -5 24 -24 -23 -15 -22 28 29 -28
right_child=17 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 26 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00047808993330065845 0.0023254075789069244 0.00015712125610239301 0.00073964613910592052 0.0028073191775853856 0.0031188529492990301 0.0017217956012196382 0.0029324322939468157 -0.00011986761110473577 0.00074045506827681616 0.0040097104432249477 0.00035183932855400329 0.00045280723570610535 0.00095098650397981526 0.0018731636663424959 1.1976506708706696e-06 2.2946897498999073e-05 0.0020998251650229272 0.00084401844963613755 0.0014882720832322136 -0.0023685285700568159 -0.00040778739016405775 0.0022226709771867208 0.0018764695302782887 -0.00065948740340188378 0.00069354547042100678 0.00030941818112115659 0.0011956965494956211 4.047490143252447e-05 0.0002154005118858685 0.0030626869274388616
leaf_weight=21 26 33 65 92 38 27 40 22 35 25 21 29 81 1630 22 31 20 22 23 21 25 432 42 21 22 20 129 41 41 24
leaf_count=21 26 33 65 92 38 27 40 22 35 25 21 29 81 1630 22 31 20 22 23 21 25 432 42 21 22 20 129 41 41 24
internal_value=0 0.00178673 0.00180639 0.00183235 0.00185198 0.000759346 0.00183336 0.00174512 0.0020757 0.00214705 0.00207314 0.00176703 0.00178769 0.00182614 0.00180045 0.00182372 0.000837409 0.000828312 4.6357e-05 -0.0007249 0.00100876 0.00213249 0.00201241 0.00103115 0.00214857 0.00185421 0.000877098 0.00101379 0.00121949 0.00148856
internal_weight=0 2769 2736 2671 2623 48 2585 1895 690 655 630 1873 1844 1763 1723 1701 51 352 66 43 286 609 517 63 454 1650 260 235 194 153
internal_count=3121 2769 2736 2671 2623 48 2585 1895 690 655 630 1873 1844 1763 1723 1701 51 352 66 43 286 609 517 63 454 1650 260 235 194 153
is_linear=0
shrinkage=0.00366245


Tree=661
num_leaves=31
num_cat=0
split_feature=4 2 49 52 159 48 13 132 11 2 0 1 13 9 0 16 2 3 4 10 1446 4 43 43 4 16 52 455 52 3
split_gain=17.3732 5.83377 6.02448 4.76234 6.13576 4.72989 5.52465 4.55742 4.21244 7.24246 6.98265 5.95221 7.39407 5.79869 3.94974 6.4719 8.38457 3.60984 4.91564 4.08457 3.59766 3.4941 5.15701 3.42947 7.07299 4.22872 3.45345 3.27667 3.20361 3.16535
threshold=0.26450500000000005 0.10188000000000001 0.15665000000000004 0.039215000000000007 0.10620500000000001 -0.065224999999999991 -0.14819499999999997 0.10240500000000001 1.0000000180025095e-35 -0.0091949999999999983 -0.07384499999999998 0.080000000000000016 -0.064619999999999983 -0.08477999999999998 -0.091794999999999988 -0.007794999999999999 0.11144000000000001 -0.13927999999999999 0.50194500000000009 -0.062879999999999978 0.10324000000000001 0.41257000000000005 0.0061450000000000003 -0.073404999999999984 -0.059649999999999988 -1.0000000180025095e-35 -0.014264999999999998 0.08729000000000002 -0.42635499999999998 -0.070099999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 17 -5 -3 -7 14 9 10 -1 12 -10 -12 15 16 -8 18 -2 -19 23 -21 -23 25 26 -16 -25 -11 -26 -30
right_child=3 2 -4 4 -6 6 7 -9 11 27 13 -13 -14 -15 20 -17 -18 19 -20 21 -22 22 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.0019245065743609413 0.0005310101411685321 0.0027246868156260056 -0.00052446051772982432 0.0017558313375499741 6.7812211030451069e-05 0.00029204031506935074 0.00048903058391351845 -2.0105953464192769e-05 0.0023689675095670917 0.001500587808220462 0.00096965899660624857 0.0028324502707775816 -0.00022007140165651384 -0.0011246872429065034 0.0030483726287512838 -0.00037178125109200565 0.0031152949817421127 -0.0010948965729172865 0.0024365428590894826 -0.00051340258682600558 0.00017032523090595899 0.00087330836118152462 -0.00076459347420894776 0.0015108847558422496 0.0018549582921711346 0.0016590945624513312 0.0027012118965801754 0.0025190642761150385 -0.00068268846458331071 0.00079786015848489443
leaf_weight=26 45 21 22 79 32 69 36 27 28 1924 27 59 20 29 32 34 20 21 21 35 20 133 24 85 20 84 37 34 21 56
leaf_count=26 45 21 22 79 32 69 36 27 28 1924 27 59 20 29 32 34 20 21 21 35 20 133 24 85 20 84 37 34 21 56
internal_value=0 0.00143322 0.00114502 0.000699439 0.0012692 0.00121037 0.00115159 0.00127724 0.00151161 0.00147862 0.000531732 0.0021406 0.0012902 -0.000114913 0.00135596 0.000747449 0.00142698 0.000472762 0.00113732 0.000266844 0.00151023 0.000415785 0.000622928 0.00159022 0.00135074 0.00204234 0.00187189 0.00151827 0.000695287 0.000394074
internal_weight=0 2731 584 390 111 562 541 472 2147 2040 82 107 48 56 445 90 56 279 66 213 355 192 157 335 219 116 122 1958 97 77
internal_count=3121 2731 584 390 111 562 541 472 2147 2040 82 107 48 56 445 90 56 279 66 213 355 192 157 335 219 116 122 1958 97 77
is_linear=0
shrinkage=0.00325215


Tree=662
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 47 14 2 2 2 12 0 1 12 16 15 131 47 0 150 4 0 4 12 0 4 3 49
split_gain=1708.53 300.537 174.531 137.062 100.366 82.9255 70.0064 47.1951 46.8426 43.1938 42.8452 40.6852 38.305 25.4783 36.4099 20.766 19.3689 19.1923 16.4633 16.2296 17.252 16.0289 15.9279 15.7559 17.5561 16.3047 15.5682 15.5559 19.8275 15.4176
threshold=0.104035 -0.40967499999999996 0.12337000000000002 -0.043384999999999993 0.088105000000000003 0.099185000000000009 -0.0060199999999999993 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.13404500000000005 0.13754500000000003 -0.040564999999999997 -0.10607499999999999 0.083135000000000014 0.087695000000000009 -0.27167499999999994 -0.098289999999999975 0.08844500000000001 0.090100000000000013 -0.23091999999999999 1.0000000180025095e-35 -0.0070899999999999991 0.14486500000000005 0.053180000000000012 0.095175000000000023 -0.14649999999999996 -0.51843499999999987 -0.13927999999999999 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 19 8 -1 11 13 22 21 12 -4 14 26 27 -14 -16 -13 20 -3 23 -6 24 25 -7 -5 -15 -29 -19
right_child=1 2 7 5 9 10 -8 -9 -10 -11 -12 18 16 15 17 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0048334388783562183 0.0051235031937447119 0.003352449359786082 0.0014073727908230334 0.0062646078977029044 0.0054499414125290749 0.0054288675774877854 0.0027136589424958868 0.0029687565170039136 0.006176079945214118 0.0025930895757287991 0.0034275762515552015 0.0006526237987468476 0.0019251785932929261 0.0064199998093530473 0.005074798260831505 0.0050571533912183962 0.0036185632045213447 0.0043357792614126759 0.0019440124882216653 0.0034189188967102416 0.0022560798755619448 0.0037059933708581995 0.0041745340196621128 0.0037134620113906461 0.0043950980408301223 0.0047555823994956652 0.0049018476959748931 0.0040770444044249217 0.0053523904983030848 0.0029494634973315313
leaf_weight=44 76 28 82 20 23 101 64 39 77 25 49 95 20 22 20 895 26 25 20 31 169 25 57 22 104 149 47 21 716 29
leaf_count=44 76 28 82 20 23 101 64 39 77 25 49 95 20 22 20 895 26 25 20 31 169 25 57 22 104 149 47 21 716 29
internal_value=0 0.00269652 0.0023966 0.0050019 0.0030308 0.00506816 0.00357727 0.0016477 0.00518803 0.00407737 0.00456952 0.00143568 0.00193743 0.00514564 0.00461776 0.00519064 0.00288231 0.00399223 0.000877213 0.00254883 0.00241191 0.00470906 0.00454121 0.00477575 0.00484177 0.00502759 0.00530864 0.00534805 0.00531605 0.00359128
internal_weight=0 691 615 2430 333 2322 108 282 1872 105 450 243 128 1795 141 1654 46 74 115 228 197 401 80 376 354 250 67 759 737 54
internal_count=3121 691 615 2430 333 2322 108 282 1872 105 450 243 128 1795 141 1654 46 74 115 228 197 401 80 376 354 250 67 759 737 54
is_linear=0
shrinkage=0.00129368


Tree=663
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 2 4 2 11 4 1 52 2 3 1 47 51 4 0 12 40 0 43 2 50 4 3
split_gain=1640.93 193.859 181.314 111.878 99.6623 63.7954 63.7087 61.9444 57.4217 53.4482 39.8417 30.5314 29.2905 25.2719 24.9286 24.6566 40.1403 24.4964 19.772 20.9016 18.8804 18.4255 18.7247 17.5521 17.0019 16.5976 34.0898 15.9446 15.7501 14.2101
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.27287000000000006 0.092550000000000007 -0.16363499999999997 0.14285500000000004 0.40124500000000002 0.11389000000000002 1.0000000180025095e-35 0.053180000000000012 0.086105000000000015 1.0000000180025095e-35 0.10381000000000001 -0.0043399999999999992 0.16540500000000002 0.077555000000000013 -0.10056999999999998 -0.14098499999999997 -0.073574999999999988 0.13597000000000004 -0.065969999999999987 -0.13027499999999997 -0.04890499999999999 0.11177500000000001 0.086295000000000011 -0.036839999999999991 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 8 11 -6 23 28 18 20 21 -13 15 16 -9 -7 19 -1 -4 -8 -23 -3 -22 -2 -27 -10 -5 -21
right_child=1 5 6 9 7 17 12 14 27 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 29 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0055019474057092493 0.0018557400356969886 0.0018493173942583224 0.0037786141318160663 0.0053589154973689183 0.0049020517349228458 0.0011370190797569851 0.0049111596186399674 0.0023933151385774885 0.00022113882272631403 0.0024405220759823802 0.0028083735744704325 0.0062841630384412872 0.0039850267605664597 0.0047510629038666607 0.0041336129285687775 0.0018922099936210112 0.0045179027275107789 -0.0004126067568543022 0.0055978003655569215 0.004484092533108352 0.0039376060370000946 0.0045460857615778625 0.0032529003748972851 0.0033182058775210292 0.0050588312193109025 0.0041738657792563943 0.0022845554320249299 0.0018643301070672797 0.0041508570708503525 0.0034232830983308171
leaf_weight=31 75 20 22 29 31 154 338 49 23 29 23 64 125 28 22 54 24 21 35 125 25 260 22 56 1225 22 81 20 60 28
leaf_count=31 75 20 22 29 31 154 338 49 23 29 23 64 125 28 22 54 24 21 35 125 25 260 22 56 1225 22 81 20 60 28
internal_value=0 0.00224221 0.00473478 0.00301111 0.00392944 0.00146808 0.00489592 0.00317103 0.00222839 0.00402742 0.00449355 0.00506881 0.00457939 0.00581757 0.00281088 0.00258174 0.00309181 0.000951064 0.00467053 0.00449415 0.00501465 0.00469922 0.0044452 0.00293166 0.00503641 0.00233739 0.0026881 0.000985414 0.00454449 0.00428996
internal_weight=0 590 2531 296 422 294 2109 180 119 118 242 1364 745 92 149 127 73 175 219 184 1272 620 282 76 1250 178 103 43 89 153
internal_count=3121 590 2531 296 422 294 2109 180 119 118 242 1364 745 92 149 127 73 175 219 184 1272 620 282 76 1250 178 103 43 89 153
is_linear=0
shrinkage=0.00134594


Tree=664
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 2 4 1 2 14 52 49 2 11 1 4 1 1 49 150 4 16 50 3 43 12 1
split_gain=1459.99 249.377 111.907 100.298 96.0333 72.0098 63.1512 59.3637 51.9119 50.2036 48.0158 36.6913 29.7801 26.7112 24.2925 24.0968 21.0128 21.0754 29.3918 18.7931 16.3508 15.1165 14.663 14.2923 14.3474 14.2913 13.4569 17.4898 14.1373 12.5877
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.092845000000000025 0.13712500000000002 0.062655000000000016 -0.52606999999999993 -0.054984999999999992 0.094835000000000017 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.12408500000000001 0.12000500000000001 0.088340000000000016 0.082565000000000013 0.42642000000000008 -0.0034149999999999996 0.041865000000000006 -0.11171999999999999 0.016310000000000002 0.095780000000000018 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 13 7 6 12 20 -9 -10 15 16 29 -2 -15 -1 17 26 -19 23 -3 -17 -5 24 -11 -6 27 -8 -28 -4
right_child=1 4 5 22 25 -7 11 8 9 19 -12 -13 -14 14 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0057599678182243298 0.0055861333912738233 0.002613082050076656 0.0055226627874258374 0.0025724008782141289 0.00095966728953938822 0.0026783201315779951 0.0051109074959677352 0.0047508062998470654 0.0044727225572781526 0.0028098787110129803 0.0031377885574791933 0.0036887608617773042 0.0064242097513234359 0.0030752437042660292 0.0047041898556790087 0.0033807735032135243 0.0057515008796459833 0.0053025196302345619 0.0033507796828229431 0.0017976333283068074 0.0014043528505468222 0.0048655760861611476 0.0039166377479928766 0.0036315332367808663 0.0015243761051173823 0.0021227971748256158 0.0052894996125966006 0.0034618959209129084 0.0048839661049693422 0.0052297325542281763
leaf_weight=28 49 31 927 65 85 20 27 30 30 90 64 38 60 22 80 24 77 26 33 46 66 28 20 31 20 26 379 22 283 394
leaf_count=28 49 31 927 65 85 20 27 30 30 90 64 38 60 22 80 24 77 26 33 46 66 28 20 31 20 26 379 22 283 394
internal_value=0 0.00293641 0.00519796 0.00408157 0.00234244 0.0052719 0.00529479 0.00270071 0.0030581 0.00282409 0.00402411 0.0050085 0.00547826 0.00475305 0.00435285 0.00473317 0.0050677 0.00499932 0.00421087 0.0025596 0.00179065 0.00418028 0.00288869 0.00280819 0.00257615 0.00123211 0.00506475 0.00437053 0.00511614 0.00543529
internal_weight=0 691 2430 236 455 2286 2266 344 247 217 144 885 1381 151 102 80 847 770 59 187 97 52 85 141 110 111 711 49 662 1321
internal_count=3121 691 2430 236 455 2286 2266 344 247 217 144 885 1381 151 102 80 847 770 59 187 97 52 85 141 110 111 711 49 662 1321
is_linear=0
shrinkage=0.00137286


Tree=665
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 1456 14 16 475 133 0 3 15 42 160 9 52 52 16 0 13 12 49 15 39 15 4 0 14 402 402
split_gain=30.9856 9.22162 5.90024 6.47457 6.62761 4.82132 5.15573 5.90471 4.65943 6.35726 5.75406 8.82632 4.91763 5.31301 3.9694 3.74818 8.5087 4.85063 4.28648 4.78958 8.17874 5.03147 4.81181 5.1564 4.67823 3.64527 4.37228 4.60299 3.74207 5.18266
threshold=0.11846000000000002 0.051320000000000005 0.092395000000000019 -0.096099999999999977 -0.084824999999999998 0.081185000000000021 0.15273500000000004 -0.081364999999999979 0.087435000000000013 1.0000000180025095e-35 0.11924500000000002 -1.0000000180025095e-35 0.086665000000000006 -0.077609999999999985 0.081890000000000004 -0.23375999999999997 -0.16675999999999999 0.061255000000000011 0.024095000000000002 -1.0000000180025095e-35 -0.10022999999999999 0.14233500000000002 -0.079929999999999987 0.098220000000000016 -0.44764999999999994 0.40124500000000002 -0.14920999999999998 0.078320000000000015 0.089785000000000018 0.10913500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 10 11 12 13 -9 25 -2 -17 18 19 20 24 -21 23 -22 -18 26 27 -3 -28 -30
right_child=15 14 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 21 22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-4.0665501049630659e-06 0.0023269784488131467 0.0052501062425514755 -0.0001659888521802416 0.0043879739146075111 -0.00022154075541442478 0.0038993585789104234 0.0028151029860175592 0.0044103083364900614 0.00061437234934400627 0.00040064371801661687 0.00095119371597445358 0.0044060716632228361 0.00080591867409384084 0.0021641883346233443 0.0040242376423423182 -0.0017618168556846625 0.00076754279441048896 0.0025442375369022045 -0.00054086230292609895 0.0028840496457851416 0.0011961568819803736 0.00037178055696605682 -0.0012895147462728936 -0.001197290213814001 0.0033203081003876987 0.0009492906800679684 0.0023814139430258902 0.0027566609566217429 0.0036839232567243392 0.0024225012968296881
leaf_weight=28 36 20 24 21 27 22 86 22 49 38 50 37 38 122 29 20 24 35 33 43 66 21 32 21 27 28 1846 38 98 140
leaf_count=28 36 20 24 21 27 22 86 22 49 38 50 37 38 122 29 20 24 35 33 43 66 21 32 21 27 28 1846 38 98 140
internal_value=0 0.002355 0.00187509 0.0019658 0.00207353 0.00197454 0.00188425 0.00167523 0.00181909 0.00201137 0.00223891 0.00253291 0.0021521 0.00250735 0.00247808 0.00103957 0.000895631 0.00107162 0.000878581 0.00107876 0.00070946 0.00205971 0.000105368 0.000618428 0.00211901 0.00245742 0.00247713 0.00361647 0.00244542 0.00294191
internal_weight=0 2763 564 540 512 491 469 383 356 307 269 219 182 144 2199 358 322 302 267 234 170 64 119 87 51 2170 2142 58 2084 238
internal_count=3121 2763 564 540 512 491 469 383 356 307 269 219 182 144 2199 358 322 302 267 234 170 64 119 87 51 2170 2142 58 2084 238
is_linear=0
shrinkage=0.004207


Tree=666
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 4 1 0 2 47 2 0 11 0 12 52 50 0 43 1 15 4 15 2 2 15
split_gain=2086.35 264.589 222.541 129.082 112.987 104.4 79.7993 64.6199 63.9509 54.3239 41.2256 40.1509 43.2216 39.8538 38.0804 36.4922 32.4532 31.6528 29.1054 27.1734 26.7159 26.0778 24.0429 22.978 22.2875 20.8673 35.0351 27.2244 19.0657 17.4512
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 0.27287000000000006 -0.16363499999999997 0.033845000000000007 0.12765500000000005 -0.066089999999999996 0.092235000000000025 0.090100000000000013 0.11704500000000001 -0.23194499999999998 1.0000000180025095e-35 -0.062294999999999996 0.13597000000000004 1.0000000180025095e-35 0.041865000000000006 -0.12333499999999999 -0.04890499999999999 0.086105000000000015 0.013270000000000002 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.10381000000000001 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 15 7 16 13 -6 18 -9 12 22 24 -2 -1 21 -15 -8 28 29 -4 -10 -18 -3 27 -27 -17 -14 -7
right_child=1 5 6 -5 8 20 9 10 11 -11 -12 -13 19 17 -16 25 23 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0065303241329591338 0.0048931430700870924 0.001941925843078186 0.0040308139577919858 0.0024195386433525519 0.0052507431631562476 0.00076176776049178662 0.005216787603346101 0.0023905646511383455 0.0032707227787769325 0.0043818604049784002 0.0010653830811489056 0.0019826839768590314 0.0035839707420112108 0.0045252036435935589 0.0029676179022830418 0.0057907007002508228 0.0067039147225181938 0.0025489503683201 0.0039224048627388708 0.0044083801456263512 0.0019352372011368145 0.005492973054733374 0.0049420256899793819 0.0052355291484603638 0.0032317269221547951 0.0048614610843060197 0.0031558327770316915 0.0040540464485215909 0.0022720096810204585 -0.00060813022289039496
leaf_weight=22 95 66 20 75 35 52 768 70 20 171 82 28 28 32 20 53 60 22 29 20 23 1037 45 24 32 76 26 20 49 21
leaf_count=22 95 66 20 75 35 52 768 70 20 171 82 28 28 32 20 53 60 22 29 20 23 1037 45 24 32 76 26 20 49 21
internal_value=0 0.00248167 0.00513014 0.00371403 0.00428939 0.0018963 0.00529837 0.00226042 0.00367531 0.00503052 0.00167566 0.00338509 0.00362749 0.00284517 0.00455827 0.00499075 0.00552561 0.00372006 0.00516969 0.00309121 0.000743246 0.00546531 0.00442778 0.00628438 0.00236309 0.0047972 0.00442669 0.00531491 0.00274909 0.000367688
internal_weight=0 590 2531 190 422 400 2109 304 225 968 152 190 162 152 115 197 1141 54 797 97 96 1057 65 84 98 175 102 73 77 73
internal_count=3121 590 2531 190 422 400 2109 304 225 968 152 190 162 152 115 197 1141 54 797 97 96 1057 65 84 98 175 102 73 77 73
is_linear=0
shrinkage=0.00126831


Tree=667
num_leaves=31
num_cat=0
split_feature=1 12 2 3 150 2 4 51 474 2 4 16 150 0 151 3 151 3 1420 402 1446 1 4 457 42 1374 457 1447 133 1428
split_gain=32.2637 9.57793 5.55173 6.3286 5.73541 5.56444 6.17636 4.65418 5.52383 9.61825 3.91467 4.3869 4.26817 3.81868 6.28693 5.77972 5.24748 5.18087 3.91038 3.93594 6.40257 3.81661 4.39241 3.85465 3.78451 3.58176 3.76768 4.1045 3.37496 3.2404
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 -0.11171999999999999 0.08926000000000002 -0.0091949999999999983 -0.064054999999999987 0.090560000000000015 0.084880000000000011 0.085730000000000015 0.053180000000000012 -0.44310499999999992 0.097810000000000022 -0.086074999999999985 -0.08718999999999999 -0.045649999999999989 -0.093064999999999981 -0.15327499999999997 -0.083279999999999979 0.08865000000000002 0.11402000000000001 0.15799000000000005 -0.034939999999999992 0.084740000000000024 0.084755000000000011 0.085820000000000021 -0.086579999999999976 -0.086059999999999984 -0.080849999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7 8 9 -8 13 12 -12 14 16 18 -3 24 -15 20 25 22 -2 28 -16 26 -20 -28 -24 -29
right_child=21 10 3 4 -6 6 7 -9 -10 -11 11 -13 -14 15 17 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00095674181564641466 0.0021075041702728198 0.0021989119657945867 -0.00084961041655534837 0.0017348647275413139 4.3337148790580241e-05 0.0027967647378812307 0.0040951146563293827 0.00023695818432287687 9.9487325584129716e-05 0.0017436911296914747 0.0028179630968669391 0.0014479235349369745 0.0009499176773262129 0.0034372196021446844 0.0027531231165817158 0.00021521133509872233 -0.0002229864788658008 0.0024857937253213655 0.00065134434744536316 0.0026949525504982009 -5.9378361218982515e-06 -0.00012902731079816784 0.002353398192422365 -0.00068746686324048644 0.0049792180588363842 0.0036207779164225315 0.0035270208195853853 0.0020037399990732166 0.00085159454797904377 0.0029022438024461968
leaf_weight=72 44 30 20 116 35 108 28 25 20 140 75 189 21 31 21 21 20 510 25 142 20 43 22 20 20 20 26 971 229 57
leaf_count=72 44 30 20 116 35 108 28 25 20 140 75 189 21 31 21 21 20 510 25 142 20 43 22 20 20 20 26 971 229 57
internal_value=0 0.00206302 0.00163723 0.00108637 0.00134279 0.00187692 0.00208332 0.00172157 0.00191899 0.0021356 0.00217222 0.00177177 0.00240933 0.00223185 0.00247365 0.00212117 0.00123015 0.00258649 0.00215215 0.00212056 0.00204767 0.000894476 0.00103419 0.000859928 0.00383902 0.00208504 0.00205658 0.00208991 0.000983227 0.00205356
internal_weight=0 2763 564 171 151 393 321 213 188 168 2199 285 96 1914 601 1313 50 551 1292 1261 1119 358 315 271 41 1099 1079 1054 251 1028
internal_count=3121 2763 564 171 151 393 321 213 188 168 2199 285 96 1914 601 1313 50 551 1292 1261 1119 358 315 271 41 1099 1079 1054 251 1028
is_linear=0
shrinkage=0.00366245


Tree=668
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 0 47 1 4 4 1 475 0 156 48 52 52 1 1 49 16 4 0 16
split_gain=1700.37 282.469 169.096 131.633 123.361 90.8822 55.3027 53.6435 40.8131 39.0868 29.4795 26.4959 50.4451 47.3379 26.9417 20.2556 19.5023 18.3699 18.3131 20.474 25.2239 16.7905 25.8303 19.9468 16.1635 15.9298 15.592 15.2633 30.5437 15.0326
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.13082500000000002 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 -0.17966999999999997 0.12337000000000002 -0.066784999999999983 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 0.039215000000000007 -0.12647999999999995 0.086560000000000012 0.16540500000000002 -0.070909999999999987 0.19444000000000003 -0.17966999999999997 -0.062294999999999996 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 7 -6 11 17 -5 24 12 13 -1 18 -3 -17 -7 -13 -20 27 22 -19 -24 -4 -15 -23 -21 -29 -10
right_child=1 2 10 9 6 8 -8 -9 29 -11 -12 14 -14 25 -16 16 -18 21 19 20 -22 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0051850644113763805 0.0051973028180968637 0.0038276279445379952 0.0015984333982299399 0.0049453249448563955 0.004657480552008389 0.0054743476912123496 0.0028909905480216103 0.0063502502837823735 0.0030132766416830535 0.0031959357662843038 0.0030044631915387551 0.0054505891531235282 0.0062344909067113168 0.0044720409455742119 0.0047277654110388844 0.0027538855450964053 0.0020215224701732488 0.0049091861334385105 0.0063372355718040625 0.005754468933421652 0.00371680300642455 0.0051808498649906142 0.0043118631525393483 0.0029081613428112107 0.00044722193427238627 0.0030879703638414849 0.0040313199954183209 0.0051496278718993821 0.0035957566400644271 0.0044159994539958239
leaf_weight=58 76 21 132 28 87 60 40 76 27 67 21 1141 29 20 108 216 76 105 21 55 20 139 72 20 22 36 21 285 21 21
leaf_count=58 76 21 132 28 87 60 40 76 27 67 21 1141 29 20 108 216 76 105 21 55 20 139 72 20 22 36 21 285 21 21
internal_value=0 0.00293577 0.00265629 0.00514633 0.00306749 0.0052047 0.00410111 0.00532703 0.00471276 0.00371155 0.00162243 0.00528369 0.00477022 0.00439773 0.00532816 0.0026481 0.00256327 0.00483774 0.00537018 0.00514196 0.00507608 0.00473075 0.00448773 0.00400671 0.00143397 0.00358228 0.00502997 0.00515139 0.00504299 0.00362697
internal_weight=0 691 615 2430 440 2335 127 1870 465 95 175 1794 143 114 1651 313 292 417 1543 402 381 357 197 92 154 56 160 361 306 48
internal_count=3121 691 615 2430 440 2335 127 1870 465 95 175 1794 143 114 1651 313 292 417 1543 402 381 357 197 92 154 56 160 361 306 48
is_linear=0
shrinkage=0.00124344


Tree=669
num_leaves=31
num_cat=0
split_feature=1 3 1 46 0 42 4 402 16 13 394 11 3 52 4 43 16 12 0 16 0 2 51 4 483 51 133 402 0 1
split_gain=32.8655 9.22578 5.10182 9.8607 5.24293 4.82095 4.77297 4.57849 4.27886 4.01625 7.60691 5.04375 8.40761 4.98206 4.98366 6.44616 4.6956 6.26203 4.66584 5.58252 5.84163 5.15528 4.06066 4.02005 3.92684 3.82859 3.81935 4.85326 5.11882 3.77005
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 1.0000000180025095e-35 0.11159000000000001 0.40124500000000002 0.081585000000000019 -0.43320999999999993 0.038215000000000006 -0.038399999999999997 1.0000000180025095e-35 -0.10831999999999999 0.4002400000000001 -0.42529999999999996 -0.53814999999999991 -0.082779999999999979 0.089085000000000011 -0.10836499999999999 -0.4714549999999999 -0.14226499999999997 0.085730000000000015 0.086685000000000012 0.010840000000000001 0.086010000000000017 0.085720000000000005 0.11524500000000001 -0.088779999999999984 -0.071719999999999992 0.15022500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 3 5 8 24 9 -2 -4 11 -11 12 -1 14 -12 -16 -17 -18 19 -14 21 -21 -13 25 -3 -23 -20 -28 -29 -10
right_child=1 2 4 -5 -6 -7 -8 -9 29 10 13 22 18 -15 15 16 17 -19 26 20 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00013590519281310182 0.0016778070555363866 0.00081227618794838582 -0.0004563949467334759 0.0031104134335887389 -0.0010985848854084593 -0.00059858719387323521 0.00038531225923707865 0.00021621631099705393 0.00011556354442072017 -0.00034637313457305607 0.0028420934915580976 0.0031757325400318679 0.0023124404545717481 0.00017835792985177991 0.0031303427710436564 0.0021229592462244772 -0.00046599314751517179 0.001375652021674113 0.0020065133551059535 0.0029239809731081193 6.6026017222056458e-05 0.00084384788092175145 0.0015737009459631827 -2.6937258769114182e-05 0.0018266004691160774 0.0023656266157021499 0.0020066551025866119 0.0007077332731099898 0.0019412869419887643 0.0019061505023175252
leaf_weight=27 234 281 25 20 24 21 22 23 20 20 36 52 52 21 24 65 21 128 1484 20 38 35 22 21 43 30 147 84 54 27
leaf_count=27 234 281 25 20 24 21 22 23 20 20 36 52 52 21 24 65 21 128 1484 20 38 35 22 21 43 30 147 84 54 27
internal_value=0 0.00107244 0.00080788 0.000976524 0.000166681 0.000852821 0.0018346 0.001547 0.000588437 0.001848 0.00151921 0.00189812 0.00186836 0.00164569 0.00175815 0.00159419 0.00142192 0.00111609 0.00189216 0.00143456 0.00111754 0.0014945 0.00269945 0.00116207 0.000946893 0.00154621 0.00194286 0.00161143 0.00119043 0.0011442
internal_weight=0 718 461 365 96 345 2403 257 72 2381 315 2066 1992 295 274 238 214 149 1965 196 144 106 74 86 324 65 1769 285 138 47
internal_count=3121 718 461 365 96 345 2403 257 72 2381 315 2066 1992 295 274 238 214 149 1965 196 144 106 74 86 324 65 1769 285 138 47
is_linear=0
shrinkage=0.00312586


Tree=670
num_leaves=31
num_cat=0
split_feature=1 2 0 43 457 3 48 30 2 13 33 3 12 130 4 4 0 51 15 2 12 3 150 49 158 1444 52 3 4 11
split_gain=27.3842 8.2414 5.85049 4.42964 5.05629 6.47785 4.7403 4.36748 3.92874 4.48665 3.92362 3.73291 6.00816 4.20245 4.35191 3.63927 4.37671 4.46277 3.95876 3.5366 3.55706 3.52011 3.51783 3.25492 2.77761 3.54164 4.13905 3.42815 3.68026 3.317
threshold=0.11846000000000002 0.10252500000000002 -0.13027499999999997 -0.04890499999999999 0.083415000000000017 0.11658 0.085485000000000019 0.086065000000000016 0.15361500000000003 -0.14179999999999995 0.083840000000000012 0.31370500000000007 -0.42850999999999995 -0.0060099999999999989 -0.033174999999999989 0.056795000000000005 -0.10474999999999998 -0.40274499999999996 -0.45963999999999994 -0.0091949999999999983 -0.010834999999999999 -0.0043399999999999992 0.087675000000000017 0.13014500000000004 0.085900000000000018 -0.082369999999999985 -0.56176499999999996 0.10299500000000002 0.04735000000000001 0.082485000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 5 -5 -3 10 9 -4 19 13 -13 -2 -15 -16 -17 -18 21 20 -1 -19 23 -11 25 -21 -27 28 29 -28
right_child=11 2 8 4 -6 -7 -8 -9 -10 22 -12 12 -14 14 15 16 17 18 -20 24 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.8264418622771265e-05 -0.00022620516837859912 -0.0012133658231541639 0.00028253669426414645 0.002777310330199938 5.6584445234416046e-05 0.00084531761881248655 0.00077138274660901922 0.00050472819307068929 0.00023981618463012722 0.0016741401731653861 0.0031416824038852493 0.0012127028279479844 -0.00052041853738636038 0.0021625240659539418 -0.00028970628376533321 0.0019987166888635948 0.002113399410265838 0.0022520360894415902 5.6441086503775413e-05 0.00041823010068882253 0.0016362299146418782 0.00042881530414376343 0.0029408647623218012 0.00032631224520801154 0.0021620989349746818 0.0029802848825733791 0.0018224428851654202 0.00056945490888870459 0.0012606327812487216 0.00069335209417294976
leaf_weight=25 31 20 26 31 30 45 35 29 24 361 22 34 56 32 25 39 22 21 74 21 37 24 22 20 187 29 1601 26 144 28
leaf_count=25 31 20 26 31 30 45 35 29 24 361 22 34 56 32 25 39 22 21 74 21 37 24 22 20 187 29 1601 26 144 28
internal_value=0 0.00166332 0.00133104 0.000798537 0.00118711 0.00163337 4.9656e-05 0.00175826 0.00152029 0.00159193 0.00177541 0.000707374 0.000134316 0.000899819 0.0010471 0.00087299 0.00103448 0.000767771 0.000519 0.00176108 0.000995921 0.00127965 0.0016764 0.00160339 0.00178438 0.00174618 0.00176144 0.00174179 0.00175898 0.00180304
internal_weight=0 2763 614 161 106 76 55 2149 453 429 2120 358 90 268 237 205 180 141 119 2098 62 45 403 381 2036 1849 1828 1799 1773 1629
internal_count=3121 2763 614 161 106 76 55 2149 453 429 2120 358 90 268 237 205 180 141 119 2098 62 45 403 381 2036 1849 1828 1799 1773 1629
is_linear=0
shrinkage=0.00325215


Tree=671
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 2 2 14 1 0 50 2 151 52 0 47 475 12 3 457 475 15 49 1 156 133
split_gain=2246.89 371.174 228.41 172.891 114.057 113.601 60.1822 64.3591 59.446 57.59 49.9809 43.6384 32.6286 27.3183 22.9401 19.8991 15.6777 15.2055 15.0999 14.6772 14.6271 14.4667 14.0048 18.2994 13.9887 14.9486 22.0055 16.9637 16.3764 15.5862
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.13501500000000002 0.10699500000000002 0.062655000000000016 0.086920000000000011 -0.23091999999999999 0.086295000000000011 -0.0091949999999999983 -0.088784999999999989 0.31359500000000001 -0.23001499999999997 0.090100000000000013 -0.088274999999999978 0.10061500000000002 1.0000000180025095e-35 0.094310000000000019 -0.08230999999999998 0.040760000000000005 -0.080089999999999981 1.0000000180025095e-35 1.0000000180025095e-35 0.032270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 11 7 -4 -5 13 21 12 17 -7 -8 -14 -3 20 -17 22 -1 -6 -18 -24 -15 26 -26 -27 29 -28
right_child=1 2 6 8 10 9 14 -9 -10 -11 -12 -13 15 24 -16 18 19 -19 -20 -21 -22 -23 23 -25 25 27 28 -29 -30 -31
leaf_value=0.0052603856903282375 0.0058208891611569264 0.0036446277984836933 0.003308311623026884 0.0054115556814877275 0.0056852150364902591 0.0040102565165695383 0.00069927539170565203 0.0015924430790358721 0.0031905715106626408 0.0040053602967266193 0.0030507021480896748 0.0071629453231800708 0.0046370051898586674 0.0061958361396048933 0.002232483384889752 0.0046356373719412883 0.0022050238493877849 0.0052915867966328578 0.0058364081513216882 0.0037795168030878238 0.0061997174769878073 0.0045255379149491803 0.0033634532561073378 0.0019546335991396562 0.0040863413328744488 0.0056492498780288235 0.0050668334446796765 0.0067302849702886624 0.0060333349880642186 0.005628521434951037
leaf_weight=31 76 40 66 34 40 21 90 99 61 48 29 62 30 59 22 20 86 37 369 21 961 38 61 23 23 213 197 30 70 164
leaf_count=31 76 40 66 34 40 21 90 99 61 48 29 62 30 59 22 20 86 37 369 21 961 38 61 23 23 213 197 30 70 164
internal_value=0 0.00301476 0.00266799 0.00576533 0.00341054 0.00583775 0.00176191 0.00227879 0.00398545 0.00543611 0.00455934 0.00605718 0.00600984 0.00552449 0.00100044 0.00569322 0.00287842 0.00613876 0.00577467 0.00271795 0.00617036 0.00512024 0.00258682 0.00297771 0.00556656 0.00551329 0.00536908 0.00578271 0.00543753 0.005322
internal_weight=0 691 615 2430 338 2335 277 165 95 825 107 1510 1448 777 112 419 231 1029 389 191 992 78 170 84 756 697 454 243 431 361
internal_count=3121 691 615 2430 338 2335 277 165 95 825 107 1510 1448 777 112 419 231 1029 389 191 992 78 170 84 756 697 454 243 431 361
is_linear=0
shrinkage=0.00134594


Tree=672
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 4 2 2 14 2 34 13 133 132 160 4 4 1447 16 16 159 42 3 0 157 159 1
split_gain=1515.56 258.036 152.989 126.69 96.1052 86.969 61.2058 54.0476 51.5819 47.5082 31.9143 29.5499 19.0096 18.2296 20.8321 17.1981 18.6569 24.4513 26.0359 17.0681 16.8051 16.77 22.4669 27.0324 24.1343 17.7613 16.1093 15.8495 17.2118 16.7829
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.076779999999999987 0.088105000000000003 0.13501500000000002 -0.0060199999999999993 0.27834500000000006 0.27834500000000006 0.089885000000000007 0.17025000000000004 0.062655000000000016 0.14122000000000004 -0.028109999999999996 -0.28558999999999996 0.087035000000000015 0.08696000000000001 -1.0000000180025095e-35 0.50644500000000015 0.40124500000000002 -0.081469999999999987 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 0.086555000000000007 0.084940000000000015 -0.073309999999999986 -0.42132499999999995 0.082585000000000006 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 12 7 -1 9 -6 11 13 21 15 -4 -15 16 17 18 -3 -16 -11 25 23 -23 -24 26 -5 -22 -29 -30
right_child=1 2 10 5 8 -7 -8 -9 -10 20 -12 -13 -14 14 19 -17 -18 -19 -20 -21 27 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0046239849767956394 0.0048364948562525335 0.0044070536848537512 0.00096151963141959227 0.0050800981665836955 0.0042904068381112437 0.0032302019133977102 0.002733644444860702 0.0029915845839386113 0.0026714257165772136 0.0053270252518646359 0.00073853300615090312 0.0058385904935554329 0.0016339652105069752 0.00144480541403375 0.0033308244209957222 0.0020639915361059889 0.0017052544197043288 0.0026373018352555408 0.0027314120096894254 0.0020296451985119097 0.0056381256052773655 0.0045895057667688453 0.0054302039531458225 0.0029076493875219538 0.0041962101608026643 0.0041726277572723246 0.0043928018887175284 0.0045107223485757247 0.0048025230927937375 0.0059979912954561451
leaf_weight=40 76 27 25 1086 85 48 63 22 42 50 49 59 31 41 24 62 21 146 26 36 21 43 61 20 36 34 51 672 104 20
leaf_count=40 76 27 25 1086 85 48 63 22 42 50 49 59 31 41 24 62 21 146 26 36 21 43 61 20 36 34 51 672 104 20
internal_value=0 0.00275892 0.00250218 0.00476485 0.00287811 0.00482227 0.00346776 0.0048558 0.003755 0.00487397 0.00155697 0.00501092 0.00252231 0.00187525 0.00210143 0.00261997 0.00277665 0.00288971 0.00358504 0.00255012 0.00465442 0.00497423 0.0046113 0.00405558 0.00497223 0.00502382 0.00504927 0.00461325 0.00458622 0.00499534
internal_weight=0 691 615 2430 440 2327 103 2279 127 2257 175 1390 313 126 101 282 220 199 53 60 867 1331 160 63 97 1171 1137 817 796 124
internal_count=3121 691 615 2430 440 2327 103 2279 127 2257 175 1390 313 126 101 282 220 199 53 60 867 1331 160 63 97 1171 1137 817 796 124
is_linear=0
shrinkage=0.00119516


Tree=673
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 2 4 150 52 49 0 47 1 4 1 50 124 12 1 4 1 1 2 2
split_gain=2289.34 366.35 182.687 172.877 127.319 99.1535 81.081 83.0567 61.1393 55.3124 47.1448 40.2766 38.7821 37.0717 28.2476 28.8052 25.9801 59.4314 40.6369 27.7357 23.507 22.6548 21.3408 21.3361 18.3607 17.9868 16.5348 16.2817 15.3544 14.5002
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.090999999999999984 -0.15464999999999998 1.0000000180025095e-35 -0.52606999999999993 -0.054984999999999992 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.13436000000000001 0.041865000000000006 -0.081214999999999982 0.087765000000000024 0.13075500000000004 -0.51843499999999987 0.076935000000000017 0.12958500000000003 0.31358000000000003 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 22 27 11 -4 13 -1 -9 26 -2 -16 17 18 -13 23 -14 28 -3 25 -5 -18 -7 -8 -6 -20
right_child=1 4 9 24 21 10 7 12 -10 -11 -12 16 20 -15 15 -17 19 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036592263473164055 0.005670359870821374 0.0017580694151526615 0.0048800121574912817 0.0027545096163928335 0.00049758939229159916 0.0049228902643939877 0.0046235017625087761 0.0039490584464652199 0.0067015585425671785 0.0027498433535323714 0.0035626667594306246 0.005321917640594003 0.0021798554332080268 0.003445435284983942 0.0029850518424346748 0.0047609691485431113 0.0070097827043761034 0.0067602998016683168 0.0042975917581945262 0.0049073471403795442 0.00081563614100111693 0.0016067765305803688 0.00048887910389415652 0.0054338853121532358 0.0013615780795606229 0.0057155744068857041 0.0055751408021705029 0.003093051920226859 -0.00080792691879972851 0.0028750573946652001
leaf_weight=22 45 48 34 60 51 300 34 20 76 63 48 49 150 27 21 78 20 25 27 118 27 23 48 810 24 712 92 20 24 25
leaf_count=22 45 48 34 60 51 300 34 20 76 63 48 49 150 27 21 78 20 25 27 118 27 23 48 810 24 712 92 20 24 25
internal_value=0 0.00250371 0.00530665 0.00389104 0.00179289 0.00538134 0.00217549 0.00257786 0.00551896 0.0034965 0.00482616 0.00546924 0.0021725 0.0049709 0.00478617 0.00438426 0.00549154 0.00490232 0.00444243 0.00553626 0.00197175 0.000438191 0.00112347 0.00558439 0.00235653 0.00575094 0.00507597 0.00405667 7.98242e-05 0.00361368
internal_weight=0 673 2448 228 445 2351 347 251 1884 97 467 1808 197 419 144 99 1786 126 101 1660 177 98 96 1542 84 732 392 54 75 52
internal_count=3121 673 2448 228 445 2351 347 251 1884 97 467 1808 197 419 144 99 1786 126 101 1660 177 98 96 1542 84 732 392 54 75 52
is_linear=0
shrinkage=0.00134594


Tree=674
num_leaves=31
num_cat=0
split_feature=1 155 2 10 11 4 2 2 3 3 2 12 1 12 123 48 4 15 39 401 402 401 1456 159 131 0 51 11 16 1
split_gain=44.414 11.1354 8.18218 8.35991 6.68038 5.3449 4.86983 7.34124 5.15652 7.73539 4.80318 4.77363 7.52326 4.65202 4.59652 4.57531 4.07483 4.54963 3.97096 4.10369 6.81747 4.96956 3.68361 5.37196 5.32477 5.63295 5.39227 6.09672 5.80201 4.9735
threshold=0.10337500000000001 0.084785000000000013 0.12043500000000001 1.0000000180025095e-35 0.084110000000000004 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.0022600000000000003 0.11658 0.094835000000000017 -0.42850999999999995 0.15799000000000005 0.088725000000000012 0.084025000000000016 0.084670000000000009 -0.059649999999999988 -0.026084999999999994 0.10076500000000001 0.080710000000000018 0.024785000000000005 0.12213000000000002 0.056265000000000009 0.11389500000000001 0.077860000000000013 -0.097274999999999986 0.11144500000000002 0.077290000000000011 -0.080509999999999984 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 10 -2 13 15 -10 22 -4 16 -8 18 -9 -13 -18 19 20 -12 -21 23 24 26 -26 27 29 -28 -1
right_child=1 -3 11 -5 -6 -7 7 8 9 -11 14 12 -14 -15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.002774066848435982 0.00068181958686753771 0.0029259239664401722 0.0026248633018257409 0.00033445953702964949 0.0037846119448389287 0.00066963190676095404 0.0044319011171783758 -0.0010765702124422235 0.0035222829171997106 0.0010834759570836497 0.0024887510690762764 0.0022641164426321961 -0.0017180610933887808 0.00235974055014065 0.00094166950012578802 0.001482810536751569 0.00083723049073031468 -0.0011219060808255069 0.00080391372440334109 -0.00013983855806639641 0.0047931240513658831 0.0025358578850535481 0.003303991031771418 0.0012826574638751006 0.0052438520710169374 0.0030596232975128924 0.0025610222962302218 0.0041816162856877824 -0.00033010253451198413 0.0022077318478990783
leaf_weight=830 54 76 20 61 28 22 21 21 31 60 515 27 20 90 35 23 165 21 23 20 21 24 165 42 20 257 24 40 20 345
leaf_count=830 54 76 20 61 28 22 21 21 31 60 515 27 20 90 35 23 165 21 23 20 21 24 165 42 20 257 24 40 20 345
internal_value=0 0.00149102 0.00132116 0.00168209 0.00193271 0.00261469 0.00175987 0.00199651 0.00137553 0.00191428 0.00263266 0.000766206 0.000606665 0.00275177 0.00233836 0.000261288 0.000824949 0.000616038 0.00241943 0.00248349 0.00257903 0.00131963 0.00274039 0.00268146 0.00271971 0.00321733 0.00261022 0.00265959 0.00124687 0.00260778
internal_weight=0 718 642 389 328 2403 300 246 135 91 2381 253 233 111 638 44 213 186 603 580 536 44 1743 1578 1536 277 1259 1215 44 1175
internal_count=3121 718 642 389 328 2403 300 246 135 91 2381 253 233 111 638 44 213 186 603 580 536 44 1743 1578 1536 277 1259 1215 44 1175
is_linear=0
shrinkage=0.00396435


Tree=675
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 2 47 14 0 1 4 1 4 1 0 15 12 2 14 159 160 16 43 0 43 2 0
split_gain=1635.56 273 165.763 133.713 111.085 83.5478 73.3171 57.2046 44.4566 42.3243 41.4974 27.5199 41.3545 19.5743 35.7768 19.1704 18.1733 17.4788 17.4658 16.968 15.7325 18.5167 17.2074 33.897 19.3329 14.9313 14.7892 14.5277 14.3266 13.6306
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.043384999999999993 0.088105000000000003 0.09580000000000001 -0.0060199999999999993 0.27834500000000006 0.13501500000000002 0.13082500000000002 0.076975000000000002 -0.10607499999999999 0.085345000000000018 -0.013125 0.093100000000000002 0.0061450000000000003 0.16540500000000002 -0.14723999999999998 -0.03241999999999999 0.090285000000000018 0.14019000000000004 -0.46413499999999996 0.084250000000000005 -1.0000000180025095e-35 -0.007794999999999999 -0.080554999999999974 0.14486500000000005 0.0034250000000000005 0.08622500000000001 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 20 10 -1 -6 13 16 11 12 17 26 19 29 -4 -5 -19 -15 21 -3 23 -23 -25 -8 27 -7 -14 -13
right_child=1 2 9 5 7 8 25 -9 -10 -11 -12 15 28 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0055043017587760963 0.0056906433899169854 0.0043400711260023813 0.0018982096798356065 0.0066467527513128042 0.0051776207365989207 0.0059202223241980705 0.003767840446082311 0.0032499479178378227 0.0040133948975219153 0.003573141376984109 0.0068681765147677667 0.0059626777800255663 0.00517684449555675 0.005871031534376645 0.0037142206509258014 0.0052539546895132945 0.00058827322768029708 0.0061014611001690804 0.0044571312342190431 0.0050434107299799262 0.0021670771122040515 0.0048363719534830953 0.0023916884647683136 0.0032508614225955114 0.0020634492309727932 0.0024353524989585399 0.00472031417431745 0.0051860481789190926 0.0037547482219238448 0.0056552060482384682
leaf_weight=44 76 21 150 30 83 180 39 42 48 26 69 1116 21 63 30 91 22 25 22 156 35 21 59 125 31 25 30 67 33 341
leaf_count=44 76 21 150 30 83 180 39 42 48 26 69 1116 21 63 30 91 22 25 22 156 35 21 59 125 31 25 30 67 33 341
internal_value=0 0.00328407 0.00298667 0.0056308 0.00346817 0.0056989 0.00416684 0.00452992 0.00525336 0.0019726 0.0058452 0.00580316 0.00521081 0.00536652 0.00509267 0.00585328 0.00173066 0.0058441 0.00533177 0.00528149 0.00301365 0.00312895 0.00302118 0.00323101 0.0030149 0.00324734 0.00561269 0.00572107 0.00430779 0.00589072
internal_weight=0 691 615 2430 417 2322 108 125 574 198 1748 1679 131 526 249 1548 172 77 47 219 292 257 236 177 156 64 277 247 54 1457
internal_count=3121 691 615 2430 417 2322 108 125 574 198 1748 1679 131 526 249 1548 172 77 47 219 292 257 236 177 156 64 277 247 54 1457
is_linear=0
shrinkage=0.00134594


Tree=676
num_leaves=31
num_cat=0
split_feature=1 3 1 2 46 15 10 0 15 133 376 124 484 1 1 1 3 0 160 15 43 131 2 12 4 49 160 3 475 130
split_gain=43.4773 10.6528 6.18732 6.1145 6.09635 5.83778 4.99074 4.57651 4.28953 4.1017 6.93123 4.87344 4.37921 5.45416 5.08439 3.77837 3.74468 4.13597 5.95511 7.24307 3.58951 5.26875 5.02156 6.17158 9.71665 4.12755 4.0781 3.86161 3.73236 3.55513
threshold=0.10337500000000001 -0.03694999999999999 0.15799000000000005 0.12043500000000001 0.081930000000000017 -0.41942499999999994 -0.086389999999999981 0.22582000000000002 -0.41942499999999994 0.089200000000000015 0.088235000000000008 -0.087394999999999987 -0.067484999999999989 0.10587000000000001 0.13657000000000002 0.14554000000000003 0.092670000000000016 -0.019414999999999998 0.05259500000000001 -0.0072999999999999992 0.0016850000000000001 0.023795 0.089885000000000007 0.088435000000000014 0.066685000000000008 0.11560500000000001 -1.0000000180025095e-35 -0.07359499999999998 0.068270000000000011 -0.082549999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 5 9 -2 -1 16 -5 11 -11 -3 -13 -14 -15 -16 20 18 19 -18 25 22 26 24 -24 28 -22 -27 29 -8
right_child=1 2 -4 8 -6 -7 7 -9 -10 10 -12 12 13 14 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00068014010449004767 0.00068090150963844779 0.0031549417607912157 -0.00053822154134579412 0.0023556769453334978 0.0035391204559891238 0.0028894728319224725 0.0040316611375312769 0.00083831700766533559 0.00021715635801026795 -0.0010504709983151178 0.001874504354559086 -0.0006885503678386028 -0.00070884857750180765 0.0019512599372061557 -0.00022731651627716713 0.0017865495502708711 0.002212823226891552 0.0031663407898303323 0.0030636237321656611 -0.0011570480332749322 0.0044275399437077746 0.0044613868971869588 -0.0012303280453101308 0.0023523296221523329 0.0027290788477882439 0.002774639405046418 0.0026696916189947813 0.0010280696312875231 0.004454586624592939 0.0029590857308176518
leaf_weight=20 25 27 35 31 22 186 59 21 39 35 26 20 21 180 42 29 24 43 28 23 28 25 25 167 21 63 184 37 33 1602
leaf_count=20 25 27 35 31 22 186 59 21 39 35 26 20 21 180 42 29 24 43 28 23 28 25 25 167 21 63 184 37 33 1602
internal_value=0 0.00161138 0.00119224 0.0022632 0.0013429 0.00262779 0.00281478 0.0028327 0.00116422 0.00121575 0.00019624 0.00141071 0.00124943 0.00139193 0.00156769 0.000595248 0.00285043 0.00210534 0.00149703 0.000563737 0.00288961 0.00254693 0.00243432 0.00196897 0.000577227 0.00297557 0.00290186 0.00212841 0.00302558 0.00299718
internal_weight=0 718 437 281 402 211 2403 2383 70 380 61 319 292 272 251 71 2362 118 75 47 2244 450 425 213 46 1794 212 100 1694 1661
internal_count=3121 718 437 281 402 211 2403 2383 70 380 61 319 292 272 251 71 2362 118 75 47 2244 450 425 213 46 1794 212 100 1694 1661
is_linear=0
shrinkage=0.00429114


Tree=677
num_leaves=31
num_cat=0
split_feature=1 2 0 52 124 13 3 132 130 4 14 11 41 1 3 11 97 2 3 132 2 3 16 157 157 44 0 4 0 49
split_gain=35.5459 10.0844 5.71875 6.26767 5.4827 4.49814 4.37308 5.25 4.01617 4.29989 3.98882 4.51945 5.33813 3.92781 3.914 3.69556 3.57213 4.8649 3.37961 3.2612 3.2206 8.36058 3.21125 3.17536 4.0694 3.86138 4.60962 7.30728 7.1158 6.98611
threshold=0.11846000000000002 0.10527500000000002 -0.086934999999999985 0.039215000000000007 -0.083859999999999976 -0.0093149999999999986 0.31370500000000007 0.10613500000000002 -0.0060099999999999989 -0.033174999999999989 0.076975000000000002 0.077290000000000011 0.079885000000000025 0.10439500000000002 0.42240500000000009 0.094815000000000024 -0.0047149999999999996 0.13501500000000002 0.0022600000000000003 -0.050879999999999988 0.11362000000000001 -0.116045 0.24134000000000003 -0.48214999999999997 -0.23976499999999998 1.0000000180025095e-35 -0.11013499999999998 0.0033150000000000007 -0.15599999999999997 -0.007794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 5 -1 8 14 -2 -10 15 -12 -13 -3 -8 23 -11 -18 -15 -4 22 -22 -21 -6 -25 26 27 28 -26 -29
right_child=6 2 19 -5 10 -7 7 -9 9 16 11 12 -14 18 -16 -17 17 -19 -20 20 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0016954411583777773 -0.00012559809776662185 -0.00030373852151420526 0.00058773194474766907 0.00219844374395928 0.0031995565618074106 0.00016087007099456488 0.00018822568437726122 0.0013789841199946151 0.0022279034289475396 -0.00015616238980318501 0.0018426438899066138 0.0044304560694872624 0.0021555133785155171 0.00028356010087787883 -0.0015468932351521741 0.00056590282193994782 0.0015210675688012711 0.00040440608760190073 0.0014358691821306578 0.0027311322356525559 -0.00017263302618317645 0.0017893063745888565 0.0017411898351671884 0.0007261200143344244 0.0015462156677793397 0.0033964059140841512 0.0020054531211125383 0.00089189578425239368 -0.00065336243178595681 0.0027641180457688265
leaf_weight=58 31 33 26 36 22 31 44 26 32 27 36 24 20 45 20 20 113 65 67 59 27 154 84 28 35 20 1822 35 28 53
leaf_count=58 31 33 26 36 22 31 44 26 32 27 36 24 20 45 20 20 113 65 67 59 27 154 84 28 35 20 1822 35 28 53
internal_value=0 0.00185602 0.00145321 0.00098389 0.00195185 0.00116093 0.000766893 0.000146641 0.000975187 0.00111917 0.0019847 0.0026972 0.00339639 0.000682345 -0.000353999 0.00195707 0.000946101 0.0011133 0.000972888 0.00169591 0.00178484 0.00149664 0.00214963 0.00197069 0.00195731 0.00197461 0.0019602 0.00141416 0.000568625 0.00201948
internal_weight=0 2763 531 181 2232 89 358 90 268 237 2143 80 44 145 64 2063 205 178 112 350 324 181 143 2043 2021 1993 1973 151 63 88
internal_count=3121 2763 531 181 2232 89 358 90 268 237 2143 80 44 145 64 2063 205 178 112 350 324 181 143 2043 2021 1993 1973 151 63 88
is_linear=0
shrinkage=0.00325215


Tree=678
num_leaves=31
num_cat=0
split_feature=1 2 0 295 2 44 147 148 14 3 12 13 130 4 14 97 2 15 14 11 41 11 48 2 3 48 47 1456 1375 42
split_gain=28.7922 8.21291 5.80488 4.88151 4.2147 4.19813 3.69233 4.67765 3.57018 3.54219 4.58303 3.37803 3.2531 3.48291 3.28836 3.52643 4.48487 3.37229 3.18055 3.70555 4.32388 3.49376 3.08766 4.0156 4.62784 3.33842 3.07834 3.01519 5.25685 4.44464
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.084000000000000005 0.15609500000000001 1.0000000180025095e-35 0.089365000000000014 -0.08224999999999999 -1.0000000180025095e-35 0.31370500000000007 -0.42850999999999995 -0.088854999999999976 -0.0060099999999999989 -0.033174999999999989 -0.46166999999999997 -0.0047149999999999996 0.11870500000000002 -0.41942499999999994 0.076975000000000002 0.077290000000000011 0.079885000000000025 0.085155000000000022 -0.065739999999999979 0.11215000000000001 0.11924500000000002 0.085485000000000019 0.11518500000000002 0.056325000000000007 0.084145000000000011 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 11 6 18 -8 -3 12 -11 -4 -2 -14 -15 -16 17 -17 21 -20 -21 27 -10 25 -25 -24 -19 -1 29 -29
right_child=9 2 4 -5 -6 -7 7 -9 22 10 -12 -13 13 14 15 16 -18 26 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0020329380056225725 -0.00013244232850070589 0.0024402780058700052 0.00099894990043990261 0.00019449505535518069 7.5170691823605294e-05 0.003781074695370827 0.0022703296501534768 -0.00016213956411033893 0.0019276356742002137 0.0012581547319956265 -0.00051536468434958203 0.0019937025452675082 0.0023493095251171394 0.002355208961824042 -0.00068344712709456242 0.00042275753030683827 0.00038624132884468131 0.0029913578103299772 0.0019683095560540497 0.0046718869490995681 0.0022729747555287633 0.00055208598685765138 -0.0016001100895906787 0.0019921965738733541 3.2443825080251313e-06 0.00050777943096837707 0.0012178843243557283 0.0032074039608397074 0.00077917424764640175 0.0017102910639318698
leaf_weight=1787 31 20 57 20 20 21 22 24 25 34 56 380 32 23 20 23 82 30 39 24 20 22 20 35 33 24 27 110 21 39
leaf_count=1787 31 20 57 20 20 21 22 24 25 34 56 380 32 23 20 23 82 30 39 24 20 22 20 35 33 24 27 110 21 39
internal_value=0 0.00195717 0.00156851 0.00206821 0.00178567 0.00208581 0.00206892 0.00100122 0.000936401 0.000808684 0.000154632 0.00186395 0.00102833 0.00118016 0.000997657 0.000826098 0.00101246 0.00165434 0.00209274 0.00282348 0.00358147 0.00206209 0.000716857 0.000446593 0.00102697 -0.000450352 0.00215129 0.00207907 0.00256399 0.00281554
internal_weight=0 2763 614 2149 457 2129 2108 46 157 358 90 437 268 237 205 182 162 80 2062 83 44 1979 137 112 68 44 57 1957 170 149
internal_count=3121 2763 614 2149 457 2129 2108 46 157 358 90 437 268 237 205 182 162 80 2062 83 44 1979 137 112 68 44 57 1957 170 149
is_linear=0
shrinkage=0.00381041


Tree=679
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 2 1 2 2 2 133 47 132 475 52 52 1 12 4 3 3 47 16 16 16 34
split_gain=1809.97 314.35 167.466 137.84 135.478 86.9914 57.6053 51.5399 45.3247 40.3022 31.7342 47.3152 31.1924 25.5319 22.7528 21.4302 21.0312 17.054 16.236 23.583 21.1595 15.7148 16.9732 16.3459 15.1023 17.4879 31.0788 14.1238 13.9303 13.7158
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.13501500000000002 0.089625000000000024 0.090425000000000019 0.17025000000000004 -0.0091949999999999983 0.089200000000000015 0.13011000000000003 0.089365000000000014 -0.066784999999999983 0.039215000000000007 -0.10925999999999998 0.076935000000000017 0.087695000000000009 -0.50940999999999981 0.086245000000000016 0.30112000000000005 0.090100000000000013 -0.29154999999999992 0.13751500000000003 0.19444000000000003 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 8 -6 -5 10 17 21 13 15 -12 16 29 24 -7 19 -19 -21 22 -1 -24 25 -3 -27 -11 -20 -4
right_child=1 2 12 7 6 9 -8 -9 -10 27 11 -13 -14 -15 -16 -17 -18 18 28 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0069332819228527633 0.0055193907200356499 0.0027490103284371552 0.00062656978496068662 0.0053465717513049059 0.004834492600186824 0.0057523039609194502 0.0028439559993829297 0.0031286628916933398 0.006639920359966551 0.0030899186082378608 0.0038529376322885239 0.0032665445763446791 0.00049444058745328292 0.0054240534160010659 0.0016230735389459747 0.0030887689267173634 0.001323789693177084 0.005119844886804348 0.0054435828356842637 0.004533216619758371 0.0029241018617085883 0.005486467457045 0.005783873349203778 0.0049035398688770139 0.0021130948289426301 0.0025894434300299252 0.0049806979332343952 0.0045910950378682111 0.0042439475639095897 0.0018065571036373735
leaf_weight=23 76 157 24 28 87 60 40 67 76 27 21 23 49 272 45 20 20 110 139 67 20 670 743 42 50 21 20 21 21 82
leaf_count=23 76 157 24 28 87 60 40 67 76 27 21 23 49 272 45 20 20 110 139 67 20 670 743 42 50 21 20 21 21 82
internal_value=0 0.00288534 0.00255983 0.0054034 0.00301162 0.00546935 0.00420755 0.00378236 0.00560149 0.00493796 0.0055575 0.00516261 0.00142388 0.00531145 0.00252638 0.00178532 0.00267805 0.00507508 0.00496126 0.00469741 0.00416331 0.00564193 0.00577083 0.00573677 0.00278726 0.00295751 0.00375591 0.00374668 0.00528613 0.00153939
internal_weight=0 691 615 2430 440 2335 127 95 1870 465 1794 316 175 293 313 126 268 417 357 197 87 1478 808 785 248 198 41 48 160 106
internal_count=3121 691 615 2430 440 2335 127 95 1870 465 1794 316 175 293 313 126 268 417 357 197 87 1478 808 785 248 198 41 48 160 106
is_linear=0
shrinkage=0.00137286


Tree=680
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 2 4 0 47 1 4 0 131 2 47 0 4 475 52 52 1 16 12 43
split_gain=1846.87 320.205 193.078 137.848 108.658 101.288 53.5678 53.3676 51.6869 47.3692 46.9575 34.8942 36.7729 30.835 49.6719 51.407 31.1701 23.4577 18.9004 24.1116 18.0129 18.2968 17.7845 16.1457 16.478 25.3931 18.7817 15.0133 14.9339 13.6494
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.14285500000000004 0.077845000000000011 0.10699500000000002 0.062655000000000016 0.13754500000000003 0.42051500000000003 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 -0.081204999999999986 0.08844500000000001 0.31358000000000003 0.090100000000000013 -0.23091999999999999 -0.55119499999999988 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.086560000000000012 0.19444000000000003 0.10345000000000001 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 11 23 -5 -6 13 12 -4 14 15 -1 17 -15 19 -13 21 -3 -19 -7 25 28 -27 -26 -25 -10
right_child=1 2 6 8 9 7 -8 -9 29 -11 -12 18 -14 16 -16 -17 -18 22 -20 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0047911335578009334 0.0048487665343196562 0.0031213142204809898 0.0026048877916350381 0.004698242289068422 0.0043248959695369694 0.005007282526723166 0.0028072159206484252 0.002931237206571203 0.0030849265951767928 0.0025000790188274636 0.0058704969046894651 0.00083471040413922687 0.0012078416476074285 0.0050977740498820145 0.0057736373782021197 0.0031536342574091407 0.0043060837303561693 0.005886580944961836 0.0018188056294326496 -0.00067388000838530067 0.0031932389307865322 0.0020582406897159383 0.0047432775080091319 0.0047269969764912167 0.0047598381608775749 0.0039122534655497568 0.0025807989434187663 0.0036770674013265987 0.0036211040305346581 0.0018825052463192597
leaf_weight=58 76 28 42 28 78 60 37 39 47 29 76 74 84 978 29 56 108 21 20 20 32 171 544 86 141 74 20 22 23 20
leaf_count=58 76 28 42 28 78 60 37 39 47 29 76 74 84 978 29 56 108 21 20 20 32 171 544 86 141 74 20 22 23 20
internal_value=0 0.00248812 0.00219639 0.00474676 0.00281474 0.00480533 0.00144187 0.00429617 0.00330729 0.00383032 0.00493194 0.00123138 0.00167352 0.00489218 0.00434912 0.00398675 0.00493921 0.00498353 0.000742694 0.000513734 0.00234433 0.00220782 0.00478577 0.00442113 0.00432503 0.00409325 0.00362897 0.0046137 0.00449364 0.00272599
internal_weight=0 691 615 2430 338 2335 277 465 95 107 1870 240 126 1794 143 114 1651 1543 114 94 231 199 565 426 366 203 94 163 109 67
internal_count=3121 691 615 2430 338 2335 277 465 95 107 1870 240 126 1794 143 114 1651 1543 114 94 231 199 565 426 366 203 94 163 109 67
is_linear=0
shrinkage=0.00121906


Tree=681
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 14 0 49 4 1 2 150 47 1 0 4 47 48 2 11 131 1 3 48 3 34
split_gain=2126.29 355.252 219.609 170.298 158.942 111.006 65.5965 56.0295 51.1231 46.5377 35.9652 47.9688 33.3123 30.2735 29.0626 28.1032 21.1477 21.6654 20.9269 21.5814 18.9552 16.3518 15.7944 15.4753 14.8849 13.9772 13.7549 13.5637 12.8973 11.6038
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.077845000000000011 0.14122000000000004 0.062655000000000016 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.17025000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.11669000000000002 -0.079119999999999982 -0.55119499999999988 0.12171500000000002 0.11280000000000003 0.089775000000000008 1.0000000180025095e-35 0.091440000000000007 0.11453000000000001 -0.12711499999999995 0.081805000000000017 -0.078244999999999995 -0.028109999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 16 9 25 -5 15 10 11 13 18 -1 20 23 17 -3 -12 -20 29 -18 -15 -7 -2 -6 -21 -9 -27 -4
right_child=1 2 14 7 6 8 -8 27 -10 -11 12 -13 -14 22 -16 -17 21 -19 19 26 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0043476847214696888 0.0047637088113514801 0.0019038748768424037 0.00010457387852080729 0.0042600289839463939 0.0044944912428774818 0.0040594231118719504 0.0020943565385905358 0.0016359080438811333 0.0027215262245622799 0.0054491093106782225 0.0047021865350924666 0.0051474017538250209 0.0039683495171572306 0.0035675921596358498 -6.183073673741162e-05 0.0029903271789169573 0.0029529885247106644 0.0011921851165765662 0.0055318234493117423 0.0036147856490293222 0.0020077361302490672 0.0018414451060064063 0.0024117087531847592 0.004747878123012023 0.0036035903542964301 0.0028344613511484158 0.0044015137794276397 0.0027052745364547904 0.0040004269298419375 0.0010039196665598705
leaf_weight=43 54 137 25 28 32 357 39 24 41 76 1141 35 110 39 49 30 31 96 21 32 20 40 26 49 20 21 351 45 31 78
leaf_count=43 54 137 25 28 32 357 39 24 41 76 1141 35 110 39 49 30 31 96 21 32 20 40 26 49 20 21 351 45 31 78
internal_value=0 0.0020756 0.00178225 0.00438113 0.0022237 0.00444267 0.00332553 0.00288948 0.00394791 0.00456861 0.00453139 0.00397867 0.00457915 0.00359992 0.000686309 0.00406323 0.0017779 0.00161065 0.00462263 0.00439795 0.000984348 0.00232677 0.00310524 0.00414251 0.00445016 0.00389715 0.00433578 0.00233332 0.00352956 0.000785632
internal_weight=0 673 599 2448 427 2351 123 97 477 1874 1798 143 1655 108 172 436 304 233 1545 404 123 71 65 406 74 84 383 69 52 103
internal_count=3121 673 599 2448 427 2351 123 97 477 1874 1798 143 1655 108 172 436 304 233 1545 404 123 71 65 406 74 84 383 69 52 103
is_linear=0
shrinkage=0.00114875


Tree=682
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 0 4 2 0 14 12 12 0 4 15 2 2 2 34 4 131 2 4 16 3 0
split_gain=1655.24 200.501 181.941 157.658 112.078 77.2253 69.9213 59.2694 47.0346 50.445 42.0067 36.6314 33.402 29.848 25.1939 23.1366 23.9245 22.3095 35.6686 22.4246 18.734 16.7433 28.3206 19.8666 17.2839 15.3868 14.4982 14.0621 15.2446 12.8773
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.090285000000000018 0.40124500000000002 -0.16363499999999997 -0.066089999999999996 0.033845000000000007 0.10444500000000002 -0.23194499999999998 0.076175000000000007 0.13597000000000004 -0.086254999999999984 -0.23001499999999997 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.14122000000000004 0.13754500000000003 -1.0000000180025095e-35 0.49041500000000005 0.08844500000000001 0.17760500000000004 -0.036839999999999991 -0.073849999999999985 -0.13927999999999999 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 12 21 13 26 -6 11 14 15 -1 29 27 -10 -17 19 -19 -14 -2 22 -3 -24 25 -23 -5 -8 -29 -4
right_child=1 5 6 7 8 -7 10 -9 9 -11 -12 -13 17 -15 -16 16 -18 18 -20 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0057611578344259062 0.0024812665605787208 0.00092437510602599079 0.0041830642410877108 0.0049630365429352598 0.0044895917742325195 0.0030673406875851936 0.004762032996656655 0.0025782625194917968 0.0030572119178688545 0.0016730124728406969 0.0039139174640485993 0.0025832488805181313 0.0051595448986910446 0.0057206585943211496 0.0034986401419237071 0.0034532479824104425 0.0048414765328663586 0.0043476220402931644 0.0028406740155585146 0.0037562903195372649 0.0014448150771980727 0.0011850287199103014 0.0030839107204551261 0.0016907279267197386 0.0019669410458258733 0.00020181088800422126 0.0040479599584602108 0.0049217726735174255 0.0043623296625373547 0.004818989238180988
leaf_weight=22 192 38 42 32 35 39 293 32 42 28 171 57 52 46 29 32 31 76 27 20 25 52 20 37 20 33 70 73 402 1053
leaf_count=22 192 38 42 32 35 39 293 32 42 28 171 57 52 46 29 32 31 76 27 20 25 52 20 37 20 33 70 73 402 1053
internal_value=0 0.00241324 0.00450798 0.00295499 0.00383295 0.00161761 0.00464305 0.00391551 0.00328986 0.00306885 0.00442042 0.00331011 0.00445322 0.00483193 0.00452909 0.00370469 0.00413634 0.0042888 0.0039526 0.00476975 0.00236186 0.00133491 0.00167749 0.00217956 0.00102495 0.000803309 0.00433504 0.004568 0.00444831 0.0047946
internal_weight=0 590 2531 351 422 239 2109 134 225 190 968 162 197 1141 797 105 63 175 103 72 217 200 95 57 105 85 102 768 475 1095
internal_count=3121 590 2531 351 422 239 2109 134 225 190 968 162 197 1141 797 105 63 175 103 72 217 200 95 57 105 85 102 768 475 1095
is_linear=0
shrinkage=0.00112622


Tree=683
num_leaves=31
num_cat=0
split_feature=1 155 2 9 457 48 484 4 15 160 50 15 2 133 13 133 52 150 160 156 13 52 159 10 41 16 16 0 4 12
split_gain=54.2806 13.3505 8.64042 7.96939 9.01159 7.19613 7.85298 5.89317 5.42783 8.58361 6.28545 6.15272 5.28106 6.65972 7.19365 6.76458 5.81492 5.10664 5.42144 5.2819 5.02427 4.9298 8.38415 4.76197 4.72566 4.43182 5.1129 6.24176 4.01558 3.99625
threshold=0.10337500000000001 0.10158500000000002 0.12043500000000001 -1.0000000180025095e-35 0.094310000000000019 -0.0046349999999999994 -0.077099999999999988 0.40124500000000002 -0.41942499999999994 -1.0000000180025095e-35 0.091130000000000017 -0.12563999999999997 0.090175000000000019 0.017095000000000003 -0.16152999999999998 0.087985000000000022 -0.099454999999999974 0.083555000000000004 1.0000000180025095e-35 0.11969000000000002 -0.11122999999999998 0.4002400000000001 -0.46267499999999995 -0.0026549999999999994 0.083035000000000012 -0.061854999999999993 0.15273500000000004 -0.05208999999999999 0.0082450000000000006 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 23 5 -5 -7 12 9 -8 11 -10 20 14 -14 16 -15 18 19 25 -1 -22 -23 -2 -4 -16 27 -27 -13 -3
right_child=1 29 24 4 -6 6 8 -9 10 -11 -12 28 13 15 17 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031481066066589704 0.00090037478917648285 0.0035545642442512872 0.0005027019075885058 0.003261918113482064 -0.00020025232408835096 0.0030581422475842212 0.0014298869976766446 0.00057713625168222759 0.0026815922361483986 -0.0009397455666024534 0.003111173510446325 0.00072138920891900917 9.3713944656785903e-05 0.0041126350107461495 0.0019542558700578407 0.0020088258688748866 0.0024607576864469011 0.00074509589596850835 0.002489017363394198 0.0028760888851014927 0.0022300523593259368 0.0024401449254087136 0.00045718858324277116 -0.00081569964954915797 0.0019946992834634484 0.0011990294098990315 0.0017117020032961438 -0.00073726974615088308 0.0016668725259997431 0.0019608267391490945
leaf_weight=49 47 20 233 22 25 26 36 22 28 21 21 80 23 25 146 352 71 38 96 30 1314 37 37 20 20 52 91 20 76 43
leaf_count=49 47 20 233 22 25 26 36 22 28 21 21 80 23 25 146 352 71 38 96 30 1314 37 37 20 20 52 91 20 76 43
internal_value=0 0.00117167 0.0010471 0.00131549 0.00150096 0.00163815 0.00151412 0.00209466 0.00136089 0.000556864 0.00158445 0.00141021 0.00210868 0.00193753 0.00170239 0.00219785 0.00289093 0.00178062 0.00187108 0.00169609 0.00222112 0.00218839 0.00144867 0.000388114 0.000620646 0.00158152 0.00124766 0.000661169 0.00118201 0.00246678
internal_weight=0 718 655 402 335 310 288 2403 262 57 205 184 2381 944 496 448 96 473 435 339 1437 1388 74 67 253 309 163 72 156 63
internal_count=3121 718 655 402 335 310 288 2403 262 57 205 184 2381 944 496 448 96 473 435 339 1437 1388 74 67 253 309 163 72 156 63
is_linear=0
shrinkage=0.00294557


Tree=684
num_leaves=31
num_cat=0
split_feature=1 52 3 148 51 0 132 133 149 15 393 41 133 151 15 52 13 1 2 156 2 15 16 4 1429 16 12 131 15 3
split_gain=44.0376 11.8008 7.28005 7.15978 6.45114 6.16994 6.08404 5.67902 6.25162 5.20951 7.80293 6.21276 5.00674 6.96604 7.22924 12.3283 6.41983 4.9458 4.82666 7.16397 7.03029 5.62307 4.62544 4.54047 7.87335 5.76357 4.60761 4.439 4.41229 5.02978
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 -0.098399999999999974 0.10876000000000001 -0.062764999999999974 -1.0000000180025095e-35 0.089200000000000015 0.077335000000000015 0.040760000000000005 0.086030000000000009 0.075585000000000013 0.076280000000000014 0.032230000000000009 -0.076244999999999993 0.2800700000000001 -0.14819499999999997 0.095950000000000021 0.11237500000000002 0.096220000000000014 -0.0050599999999999994 -0.03241999999999999 -0.29154999999999992 -0.27825499999999997 0.084770000000000012 -0.034884999999999992 0.088725000000000012 0.091440000000000007 0.13592500000000005 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 27 3 -3 6 -6 -5 8 18 10 12 28 13 14 17 16 -16 -1 20 21 -8 -20 -9 -18 25 -25 -27 -2 29 -11
right_child=1 2 -4 4 5 -7 7 22 -10 11 -12 -13 -14 -15 15 -17 23 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0026137630376403195 0.0029955640862032221 -0.00083463407403474037 0.00025251947995250199 -0.00073628679536111275 0.0031408165606425166 0.00072689509850048953 0.00071071936250915329 0.0011417157844800191 0.0032421372206511622 0.0024872587398333712 0.00011898397380009711 0.0039121207411780198 0.0024943443848138144 0.00047947437195424922 -5.1655359338926412e-05 -0.0010015465818998138 0.0027252275384497971 0.001216911741825506 0.00085889981693169286 0.0027320815951691526 0.0022191683768516633 -0.0012720392646363024 -0.00082016791863312216 0.0004584816935297195 -6.6725990616722924e-05 0.0029745110660522557 0.0016182610979220307 0.0010391040525299052 0.0014459076531132689 0.0040894653849810267
leaf_weight=323 70 20 103 20 49 20 60 40 26 988 24 42 538 37 21 21 90 38 98 23 134 20 27 26 28 72 63 20 53 27
leaf_count=323 70 20 103 20 49 20 60 40 26 988 24 42 538 37 21 21 90 38 98 23 134 20 27 26 28 72 63 20 53 27
internal_value=0 0.00131904 0.00114442 0.00131549 0.00139867 0.00244113 0.00123811 0.00133038 0.00151212 0.00234677 0.00218764 0.00253042 0.00222713 0.00202719 0.00211116 0.00171128 0.00190118 0.00246673 0.00137785 0.000862193 0.00175264 0.000497724 0.000351106 0.00204816 0.00172575 0.00203749 0.00234159 0.0025608 0.00247609 0.00252988
internal_weight=0 730 640 537 517 69 448 428 361 2391 1281 1110 1257 719 682 321 300 361 335 141 194 118 67 279 189 161 135 90 1068 1015
internal_count=3121 730 640 537 517 69 448 428 361 2391 1281 1110 1257 719 682 321 300 361 335 141 194 118 67 279 189 161 135 90 1068 1015
is_linear=0
shrinkage=0.00366245


Tree=685
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 15 4 43 48 0 2 12 2 2 11 0 1 1 376 47 4 15 0 148 4 2 0
split_gain=1543.36 180.732 167.85 133.594 97.3243 65.7169 62.5345 49.4853 45.6275 36.3127 31.0564 43.7448 28.5998 28.1042 22.5558 20.7345 19.7224 19.6697 19.7294 19.4711 18.3949 17.7406 23.9684 16.4244 39.5414 19.3724 15.3183 13.9778 13.7883 13.7652
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.090285000000000018 0.13075500000000004 0.082585000000000006 0.024640000000000006 0.033845000000000007 -0.04890499999999999 -1.0000000180025095e-35 -0.23194499999999998 0.11704500000000001 0.13597000000000004 0.094835000000000017 0.14285500000000004 1.0000000180025095e-35 -0.12333499999999999 0.086105000000000015 0.16540500000000002 0.080200000000000007 0.10019500000000002 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.043434999999999994 -0.008819999999999998 0.11177500000000001 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 12 17 26 16 10 14 -6 -12 -1 27 29 -13 21 18 -4 -19 -8 22 28 25 -25 -14 -3 -2 -5 -7
right_child=1 6 5 7 8 9 20 -9 -10 -11 11 15 23 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0061511652365863843 0.0051182345658257978 0.0014357341274786729 0.0038805616931660838 0.0037708989787514093 0.00272544325004569 0.0057185877098724601 0.0013868386547843253 0.0015316966236960591 0.0053314033937154294 0.0042019175993995052 0.0022284467890919752 0.0048024366652867148 0.0054923638022856044 0.0029069758681498194 0.0037389448775480365 0.0035903782449083969 0.0018219312176052526 0.0061975841745175817 0.0051777905538759744 0.0048188508387670571 8.1922525531745311e-05 0.0023558596713708392 0.00442419395576946 0.0047220152536111646 0.0028737733014194051 0.0040399765586440258 0.0026173723852107224 0.0041290207580187395 0.0024041278648305937 0.0048645101882222128
leaf_weight=22 45 22 20 21 84 33 130 57 21 171 25 44 51 20 29 51 21 60 1037 24 21 31 30 76 26 22 111 51 30 735
leaf_count=22 45 22 20 21 84 33 130 57 21 171 25 44 51 20 29 51 21 60 1037 24 21 31 30 76 26 22 111 51 30 735
internal_value=0 0.00251831 0.00484176 0.0032081 0.00409699 0.00499079 0.00177508 0.0025402 0.00351566 0.00474286 0.00332875 0.00375106 0.00476095 0.00430207 0.00485892 0.00415175 0.00297241 0.00520113 0.00515325 0.00580366 0.00120536 0.00318813 0.00350665 0.00458618 0.00425089 0.00505466 0.00242191 0.00459271 0.00296692 0.00490121
internal_weight=0 590 2531 306 422 2109 284 190 225 968 204 120 197 116 797 95 133 1141 1057 84 151 112 81 175 102 73 133 96 51 768
internal_count=3121 590 2531 306 422 2109 284 190 225 968 204 120 197 116 797 95 133 1141 1057 84 151 112 81 175 102 73 133 96 51 768
is_linear=0
shrinkage=0.00129368


Tree=686
num_leaves=31
num_cat=0
split_feature=1 52 105 2 402 1456 160 454 4 16 4 2 123 9 2 484 52 13 52 3 16 12 3 131 3 12 483 160 40 1176
split_gain=42.8522 11.1606 7.16692 11.8407 6.35758 5.22086 5.1315 5.27969 4.71863 5.50452 6.91983 4.98394 3.8895 4.26578 5.05448 5.19805 3.82767 5.29226 4.04711 3.80495 4.58556 4.08741 3.75231 3.69936 3.6482 3.63897 3.63389 4.0967 3.58323 3.5529
threshold=0.10312500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 -0.049894999999999995 -0.24498999999999996 -0.037229999999999992 0.042705000000000007 -0.43320999999999993 0.40124500000000002 0.13913500000000004 0.12630500000000003 -1.0000000180025095e-35 0.11362000000000001 -0.035214999999999989 -0.16675999999999999 -0.088319999999999996 -0.057699999999999994 -0.0049599999999999991 -0.5224049999999999 0.11586 0.10299500000000002 0.091440000000000007 0.12745000000000004 0.091200000000000017 0.058525000000000008 -0.020569999999999995 -0.076644999999999977 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 23 3 4 5 -3 -7 -8 11 10 -10 22 13 28 15 -15 -16 25 -19 21 -21 -17 29 -2 -24 -18 27 -11 -9 -1
right_child=1 2 -4 -5 -6 6 7 12 9 26 -12 -13 -14 14 16 19 17 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022527154181317681 0.0026850153265075448 0.0026742853021054593 0.0030393752127580928 -0.0011685204390044814 -0.00046173303342417806 0.0025589385531587477 -0.00064330531183528041 0.00096105574206332154 0.0027609090551894929 6.6007606635174636e-05 0.00056708903901297309 0.00051894733535712864 -0.00033553665663176691 0.0033316446015490306 -0.00043056334174778997 0.00072897954017998379 0.00084156511602678623 0.0027270973244832961 0.0012212420294310836 0.00082265098058833207 0.0027910956386560095 0.0024457826457591494 0.0003485676705993492 0.0010349878187460272 0.0022560997183147459 -0.00078277064754873936 0.0025925811061888468 0.0014877286554156645 -0.0006926644768260699 0.00081941125244950448
leaf_weight=1972 70 25 20 28 29 26 21 40 93 27 20 20 21 20 21 77 75 27 84 20 42 20 24 20 22 20 28 165 24 20
leaf_count=1972 70 25 20 28 29 26 21 40 93 27 20 20 21 20 21 77 75 27 84 20 42 20 24 20 22 20 28 165 24 20
internal_value=0 0.00120271 0.00104582 0.000981514 0.0010832 0.00116278 0.00109255 0.00101808 0.0021393 0.00176563 0.00237262 0.00219977 0.00108914 0.00115279 0.00128078 0.00170592 0.000945533 0.00108582 0.00158753 0.00150142 0.00215611 0.00108296 0.00221626 0.00231834 0.00126087 0.0004996 0.00145386 0.0012878 0.000340911 0.00223832
internal_weight=0 730 640 620 592 563 538 512 2391 333 113 2058 491 470 406 179 227 206 111 159 62 97 2038 90 46 95 220 192 64 1992
internal_count=3121 730 640 620 592 563 538 512 2391 333 113 2058 491 470 406 179 227 206 111 159 62 97 2038 90 46 95 220 192 64 1992
is_linear=0
shrinkage=0.00338353


Tree=687
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 2 4 150 52 2 49 1 50 1 2 1 52 15 40 1 481 0 151
split_gain=1879.2 290.19 153.454 135.753 106.143 90.8832 67.2485 60.7568 57.4304 48.0246 42.4312 34.1219 30.6852 30.4076 26.0942 25.2266 23.8453 23.4879 19.2598 18.9299 18.9011 18.4328 18.2675 16.7104 16.5785 16.3621 15.6876 14.0897 13.0175 12.1944
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.15464999999999998 1.0000000180025095e-35 -0.52606999999999993 -0.0091949999999999983 -0.054984999999999992 0.13436000000000001 0.041865000000000006 0.076935000000000017 0.088850000000000012 0.12958500000000003 0.40674500000000008 -0.41942499999999994 -0.077714999999999992 0.13075500000000004 -0.045769999999999991 -0.030209999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 25 22 11 -4 14 21 16 -9 20 -2 -13 -17 -15 24 28 23 -8 -1 -6 -3 -5 -23 -7 -26
right_child=1 4 9 26 19 10 7 13 -10 -11 -12 12 -14 18 -16 17 -18 -19 -20 -21 -22 27 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.013546408654005089 0.013493143296789014 0.0098970421978942236 0.012986847322385501 0.010820003087205659 0.0091441861391379584 0.012836368767578493 0.012559668887978751 0.011908084853853062 0.01453592954081874 0.01085507526443927 0.011356388848153161 0.011691787844428342 0.011448311570207041 0.01031434919480015 0.011537650896930263 0.010964702069876889 0.013148398983723466 0.012600422525505224 0.0090548100823089495 0.0097549683594545765 0.013454419829671218 0.013865330220267461 0.010906151290106803 0.012335926431066152 0.0085570524823544106 0.0087625085195103154 0.0095067063465132436 0.013125751305809339 0.011869621372793975 0.0071420143148712804
leaf_weight=935 45 46 28 60 29 277 34 20 76 69 41 23 25 150 28 21 268 78 27 23 92 54 20 22 22 50 24 481 29 24
leaf_count=935 45 46 28 60 29 277 34 20 76 69 41 23 25 150 28 21 268 78 27 23 92 54 20 22 22 50 24 481 29 24
internal_value=0 0.0105723 0.0131626 0.0118318 0.00992707 0.0132324 0.0102834 0.0106572 0.0133668 0.0114704 0.0126903 0.0133177 0.0129079 0.0103035 0.0128187 0.0126409 0.0130333 0.0122535 0.0101222 0.0086654 0.0129088 0.0134045 0.0119473 0.0135186 0.00833127 0.00930614 0.0104448 0.0132004 0.0127447 0.00781877
internal_weight=0 673 2448 228 445 2351 347 251 1884 97 467 1808 316 197 426 144 291 99 177 98 398 1492 54 957 75 96 84 535 306 46
internal_count=3121 673 2448 228 445 2351 347 251 1884 97 467 1808 316 197 426 144 291 99 177 98 398 1492 54 957 75 96 84 535 306 46
is_linear=0
shrinkage=0.00137286


Tree=688
num_leaves=31
num_cat=0
split_feature=1 155 1 1348 12 51 0 132 457 13 44 4 1 2 2 1 49 0 16 1 4 13 13 3 16 43 400 16 43 4
split_gain=42.7456 11.9347 8.07145 6.37818 6.63448 7.56774 4.63343 4.32616 4.38147 5.25609 4.22145 4.27758 4.90806 5.06104 4.46314 4.22187 4.18732 5.3033 6.60663 6.03331 4.1181 3.9432 5.30033 4.21309 3.72813 3.51959 4.79906 4.01551 7.68596 6.00225
threshold=0.10124500000000002 0.11245500000000001 0.13707500000000003 0.092395000000000019 0.085635000000000003 0.10614000000000001 0.18019500000000002 0.090440000000000006 -0.079829999999999984 0.066795000000000007 0.081805000000000017 0.042705000000000007 0.083345000000000016 0.089005000000000015 0.13913500000000004 0.093205000000000024 -0.032624999999999994 -0.040504999999999992 -0.27167499999999994 0.15471500000000002 0.42642000000000008 -0.16152999999999998 -0.11122999999999998 0.10299500000000002 -0.44310499999999992 0.0061450000000000003 -0.070649999999999991 0.042200000000000008 -0.11278499999999998 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 20 10 8 -2 -10 11 14 13 -13 21 -14 -4 18 -18 -19 -6 -1 -23 25 -15 27 -27 -24 -29 -30
right_child=1 -3 16 -5 5 -7 -8 -9 9 -11 -12 12 15 24 -16 -17 17 19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0015502645325990638 0.0033104994666866261 0.0033638116918225142 -0.00048869522150507647 -0.00029018186617958051 0.0025170247773274859 0.0043786489711788073 0.0012653330286075588 -7.3010121902611534e-05 0.0017536967510980263 -0.00030795903262256791 0.0045905652762356407 0.0043491809040859886 -4.7327412929228384e-05 0.0032249389099615832 0.0010801041233771316 0.0021588041470953054 0.00092938048294010213 0.0012879270031596736 0.0032544063153792349 -0.0012745845124991185 0.00083442230321147343 0.0040945094492537814 0.003097389121112167 0.0012581859898817558 0.0021525499752251525 0.0043661887012832797 0.0023907297665592161 0.0010318119517333101 0.0038633367927056357 0.0024903818024931863
leaf_weight=31 25 66 28 20 118 29 28 21 283 20 21 24 20 70 20 38 48 35 30 23 27 59 1279 23 163 20 261 41 65 185
leaf_count=31 25 66 28 20 118 29 28 21 283 20 21 24 20 70 20 38 48 35 30 23 27 59 1279 23 163 20 261 41 65 185
internal_value=0 0.0017832 0.00163565 0.00186387 0.00194624 0.0025662 0.00283692 0.00163715 0.00174664 0.00161761 0.00285589 0.00284004 0.0024193 0.00264977 0.00290685 0.00139807 0.000880006 0.0011618 0.00182362 0.000271759 0.00220371 0.00292545 0.0029475 0.00291139 0.00247473 0.00293193 0.00253133 0.00300363 0.00259155 0.00284735
internal_weight=0 773 707 543 523 174 2348 349 328 303 2320 2299 315 257 1984 58 164 136 78 58 145 1964 1933 1874 233 1851 281 1570 291 250
internal_count=3121 773 707 543 523 174 2348 349 328 303 2320 2299 315 257 1984 58 164 136 78 58 145 1964 1933 1874 233 1851 281 1570 291 250
is_linear=0
shrinkage=0.00388662


Tree=689
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 124 42 13 132 133 4 3 4 376 3 3 42 15 2 2 13 12 1212 1212 4 3 48 1456 2 12
split_gain=34.6541 9.24851 5.68656 8.10048 5.57718 4.83995 4.54513 4.53794 6.96571 5.6857 4.39522 3.95082 8.48673 3.8672 3.67983 8.5896 4.15272 3.6553 3.54748 10.0715 3.91756 3.52793 3.41563 4.56591 3.61765 5.66752 4.51629 3.32036 3.32193 3.17427
threshold=0.10312500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 -0.062879999999999978 -0.076779999999999987 0.11066000000000001 0.038215000000000006 0.038060000000000004 0.039215000000000007 -0.03898999999999999 -0.23446499999999998 -0.10429499999999998 0.084545000000000009 -0.14477499999999996 -0.10831999999999999 0.11387000000000001 -0.011389999999999999 -1.0000000180025095e-35 0.10613000000000002 -0.0093149999999999986 -0.054684999999999991 0.11930500000000001 0.10909000000000001 -0.082769999999999982 0.092670000000000016 0.016865000000000002 -0.065759999999999985 0.084145000000000011 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 6 -4 13 18 14 9 11 -2 -9 -13 -1 29 -16 21 -12 20 -20 -3 -17 23 24 27 -26 -27 -23 -29 -7
right_child=1 2 4 -5 -6 7 -8 8 -10 -11 17 12 -14 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0010902038333576256 0.0027932359743927282 0.0011839495873034 -0.0013377822482248849 0.0036501455492421986 0.00083588140788456707 0.0028156744839645141 -0.00025113223387024288 0.0029288356324939889 3.178639365045831e-05 0.0029517357385599719 0.0019206292015107468 -0.00052768264033247597 0.0019169180054178505 0.0027392211805888802 0.0005213874796937886 0.0038601166864635126 0.001907548860585801 0.00029940203025637232 0.0031106868396314517 0.0012274822914389674 -0.00066220820115429142 0.0041318005976192654 0.0034996060952478779 0.00075907725590921692 0.0024787697551828152 3.2587294896360042e-05 0.0022057927513128104 0.0032459898765776459 0.0024809791774123365 0.0045633912753192127
leaf_weight=65 74 58 20 20 76 46 25 36 22 87 167 22 142 27 30 27 148 21 47 201 21 25 47 20 1240 23 29 117 218 20
leaf_count=65 74 58 20 20 76 46 25 36 22 87 167 22 142 27 30 27 148 21 47 201 21 25 47 20 1240 23 29 117 218 20
internal_value=0 0.00148619 0.00117775 0.00138283 0.000383035 0.00239787 0.00125401 0.00243083 0.0020179 0.00217015 0.00203714 0.00183016 0.00158898 0.00157415 0.00249495 0.00246578 0.00249658 0.00173953 0.00136908 0.00158438 0.000693199 0.00254651 0.00252588 0.00249851 0.00251956 0.0024291 0.00124457 0.00284425 0.00274816 0.00334529
internal_weight=0 730 468 372 96 2391 352 2299 309 287 262 200 164 92 1990 1924 1894 188 327 248 79 1746 1719 1672 1652 1292 52 360 335 66
internal_count=3121 730 468 372 96 2391 352 2299 309 287 262 200 164 92 1990 1924 1894 188 327 248 79 1746 1719 1672 1652 1292 52 360 335 66
is_linear=0
shrinkage=0.00366245


Tree=690
num_leaves=31
num_cat=0
split_feature=1 2 0 295 14 43 3 9 14 2 43 11 0 51 151 4 40 124 150 47 47 11 41 2 2 3 0 12 16 42
split_gain=28.4221 8.7575 5.21352 5.13259 4.61165 3.85854 4.69878 3.8569 3.55687 3.8321 6.15151 4.50404 3.88293 5.26023 5.60939 7.57164 3.5247 3.47007 3.39242 3.41744 4.2145 3.39064 4.35563 3.38514 3.36708 3.36116 4.71261 4.45527 5.69792 3.66913
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.084000000000000005 -1.0000000180025095e-35 -0.04890499999999999 0.11658 0.099965000000000012 0.076975000000000002 -0.090999999999999984 -0.0064299999999999991 0.079300000000000009 -0.11013499999999998 -0.030229999999999996 1.0000000180025095e-35 -0.0016099999999999997 -0.082294999999999993 -0.086289999999999992 -0.091259999999999994 0.094825000000000007 0.077555000000000013 0.077290000000000011 0.079885000000000025 0.085855000000000015 0.15361500000000003 -0.049509999999999992 1.0000000180025095e-35 -0.10022999999999999 -0.27167499999999994 0.11159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 17 -7 25 9 10 -6 12 13 -11 15 -15 -14 -3 -18 20 -20 -10 -23 -17 -4 -2 27 28 -27 -29
right_child=7 2 24 -5 8 6 -8 -9 21 11 -12 -13 16 14 -16 23 18 -19 19 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0040632300316665992 0.0019251191809713613 0.0016045585638043039 0.002138645124131814 0.00038615695359305431 -0.00010956680699269135 0.0026892137084058424 0.00096618042271099964 -0.00020388969608393513 0.0023365321173335254 -5.493603926287964e-05 0.0028008964296294177 0.00085228292835545501 0.0040657258528316821 0.00090189844130368711 0.00015983453709176768 0.0045565467481931844 0.003979035822849592 -0.00046937375675891799 0.0024198547339369936 0.0018207468670012939 0.0033884735928308334 0.0050805937470423772 0.0025756188776924656 0.0026424295789507619 0.0005487317448636122 0.0010295101406749734 -0.00033551645560875375 0.0011537118870930784 0.0038306153735710572 -0.00051890360525930603
leaf_weight=26 80 21 432 20 25 42 61 33 39 21 21 30 21 34 20 20 22 32 1535 141 74 24 20 53 22 25 36 146 21 24
leaf_count=26 80 21 432 20 25 42 61 33 39 21 21 30 21 34 20 20 22 32 1535 141 74 24 20 53 22 25 36 146 21 24
internal_value=0 0.00226592 0.00184676 0.00238506 0.00240387 0.00122154 0.00166878 0.00108869 0.00238332 0.00235023 0.00121912 0.00237662 0.00240018 0.00178302 0.00208694 0.00244714 0.00245113 0.000352373 0.00243199 0.00241254 0.0024644 0.00318761 0.00394197 0.00316685 0.0020616 0.00121717 0.000992422 0.00121375 0.00230828 0.000917578
internal_weight=0 2756 610 2146 2126 156 103 365 2100 2017 46 1971 1941 148 127 107 1793 53 1772 1750 1609 83 44 73 454 332 252 216 46 170
internal_count=3121 2756 610 2146 2126 156 103 365 2100 2017 46 1971 1941 148 127 107 1793 53 1772 1750 1609 83 44 73 454 332 252 216 46 170
is_linear=0
shrinkage=0.00396435


Tree=691
num_leaves=31
num_cat=0
split_feature=4 2 3 9 15 52 159 48 156 0 123 3 14 16 149 15 12 49 13 0 13 47 50 16 1456 1446 12 1454 1213 1
split_gain=23.5738 8.49835 6.34445 5.06674 4.96152 4.52683 5.36412 4.46097 6.32614 7.6152 4.13703 4.06418 3.62368 4.30979 7.56184 6.96703 3.54607 3.34778 5.20446 3.89399 4.75106 3.52614 5.33752 3.80807 4.88194 5.58431 4.07959 4.0365 4.10437 4.20299
threshold=0.27044500000000005 0.17025000000000004 0.30112000000000005 -1.0000000180025095e-35 -0.15914499999999995 0.039215000000000007 0.10620500000000001 0.082620000000000013 0.078780000000000003 0.041630000000000007 0.083965000000000012 0.42240500000000009 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 -0.42198999999999992 0.092255000000000018 0.097940000000000013 -0.086254999999999984 -0.080869999999999984 -0.053889999999999993 0.11518500000000002 -0.23452499999999996 -0.083539999999999989 0.075120000000000006 0.10060500000000001 -0.077884999999999996 0.083100000000000021 -0.084619999999999987 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 11 -7 17 9 -9 -1 12 -2 14 16 -15 -14 21 -19 20 -20 22 -6 -24 25 26 -25 28 -28 -30
right_child=5 -3 -4 4 7 6 -8 8 -10 -11 -12 -13 13 15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0004837260468663183 0.0021644616220010487 3.9498780486572778e-05 0.00071555497932148195 0.0029564808146961851 0.0041093686799773457 0.0022651197472147245 0.00035932928592651486 0.001630690493499019 0.0031541196645291651 -0.00054983816133049018 0.0017712667171928007 -0.0008557134154141546 0.0010157997463039318 -0.0013886598446203073 0.0031668232323899537 0.00091638672454145097 -0.00062174999858285117 0.003415334683548541 0.0017037580865079021 0.0018742848081540423 -0.00017707153594521749 0.0012130381765530535 0.0023914555105333003 0.0001870577790457062 0.0027253750431968835 0.0034600168344814759 0.0026668562810645254 0.00040972631372024749 0.0018202160340883796 0.00291395463653771
leaf_weight=21 26 33 56 82 20 65 32 333 36 25 27 23 96 33 21 45 24 21 39 111 39 60 564 20 127 34 107 25 922 54
leaf_count=21 26 33 56 82 20 65 32 333 36 25 27 23 96 33 21 45 24 21 39 111 39 60 564 20 127 34 107 25 922 54
internal_value=0 0.00196156 0.00198485 0.0020115 0.00203398 0.000931056 0.00163641 0.00200417 0.00163153 0.00147842 0.000784707 0.000675762 0.000819533 0.000659862 0.00105743 -5.88253e-05 0.00068829 0.00207268 0.00161575 0.0014158 0.000763343 0.00212232 0.00215145 0.00213032 0.00201605 0.00193853 0.00189267 0.00192346 0.0019584 0.00188073
internal_weight=0 2756 2723 2667 2619 365 97 2537 394 358 48 268 245 219 141 78 120 2143 210 189 78 1933 1873 1853 1289 1162 1128 1108 1083 976
internal_count=3121 2756 2723 2667 2619 365 97 2537 394 358 48 268 245 219 141 78 120 2143 210 189 78 1933 1873 1853 1289 1162 1128 1108 1083 976
is_linear=0
shrinkage=0.00381041


Tree=692
num_leaves=31
num_cat=0
split_feature=1 2 1456 48 30 123 48 149 4 3 11 16 15 11 11 2 49 1 160 160 455 1 49 1210 0 1455 43 132 12 1375
split_gain=19.3117 6.05036 4.1991 4.9583 4.06737 3.86439 5.38938 3.74905 3.72555 3.99103 9.54999 10.5037 3.5198 4.25179 3.23253 3.88686 3.61683 3.11191 3.0496 2.96853 2.84154 2.92062 6.16329 6.22852 5.08342 3.94673 3.6364 3.65678 3.33851 3.19468
threshold=0.11846000000000002 0.10252500000000002 -0.080549999999999983 0.12933000000000003 0.086065000000000016 0.085290000000000019 0.081805000000000017 0.07770500000000001 -0.50427999999999995 -0.10115999999999999 0.082245000000000013 -0.082779999999999979 -0.14809499999999998 0.086080000000000018 0.080705000000000013 -0.090999999999999984 -0.14917999999999998 0.16773500000000005 0.11655500000000001 0.089640000000000011 0.088555000000000009 0.077565000000000009 0.0034800000000000005 -0.062539999999999984 -0.14920999999999998 0.10625500000000002 0.016310000000000002 0.079970000000000013 0.089885000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 7 8 -7 12 -4 10 11 -10 -1 14 15 -14 -17 -2 19 -11 21 24 23 -23 -18 -26 27 29 -28 -25
right_child=17 2 3 -5 -6 6 -8 -9 9 18 -12 -13 13 -15 -16 16 20 -19 -20 -21 -22 22 -24 26 25 -27 28 -29 -30 -31
leaf_value=0.0025836460992716562 0.00091733008197515437 0.0030285753999196698 0.0028604664409829414 -0.00044924952807686228 0.00044277904658851611 -0.00068461227407612879 0.0018355915878449679 0.0031346357767563062 0.0014354422668607968 0.0016509296714005421 0.0017451568616694039 -0.00234026515435171 0.00053127629443259442 0.00019643627857655199 0.0032966944258970166 0.00027756402787637016 0.0038626427948099482 -0.00053157711167115961 0.00052764668509252979 0.0031283020770407248 0.003143774025572988 0.00025253905300226369 -1.8643943772256381e-05 0.00048431807362466297 0.0019545449872324493 0.00028832398419018649 -0.0002557706325326003 0.0031639609088678208 0.0015213238572647145 0.0019437155547667798
leaf_weight=93 335 23 29 21 29 28 22 34 20 331 63 23 33 23 22 21 20 23 33 21 25 39 31 23 1205 21 20 34 66 410
leaf_count=93 335 23 29 21 29 28 22 34 20 331 63 23 33 23 22 21 20 23 33 21 25 39 31 23 1205 21 20 34 66 410
internal_value=0 0.00176483 0.00143124 0.00136908 0.00186014 0.00143607 0.000424277 0.00187952 0.00153336 0.00145497 0.000800261 -0.000584122 0.00185907 0.00182526 0.00184427 0.00182787 0.00185021 0.000824244 0.00163523 0.00173907 0.00186765 0.00185058 0.00163756 0.00172429 0.00195709 0.001926 0.00182808 0.00196068 0.00110805 0.0018662
internal_weight=0 2763 614 591 2149 570 50 2120 520 491 106 43 2086 1993 1970 1948 1915 358 385 352 1894 1869 623 592 1246 1226 553 467 86 433
internal_count=3121 2763 614 591 2149 570 50 2120 520 491 106 43 2086 1993 1970 1948 1915 358 385 352 1894 1869 623 592 1246 1226 553 467 86 433
is_linear=0
shrinkage=0.00381041


Tree=693
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 12 159 4 0 4 52 150 2 4 132 2 15 0 0 4 12 47 0 15 474 1 12
split_gain=1306.21 221.634 135.211 120.054 75.2379 65.0022 46.9756 42.392 36.4217 36.1033 35.3505 38.6548 29.9109 25.9202 28.8941 24.187 32.3026 25.9305 21.5488 18.675 17.3328 16.7082 16.0788 16.8925 14.8766 15.1605 14.5185 23.4179 14.2426 13.7662
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.09253500000000002 0.091715000000000005 -1.0000000180025095e-35 0.0061450000000000003 -0.11173999999999999 0.27834500000000006 0.029970000000000007 0.090480000000000019 0.14753000000000002 0.40945500000000007 0.08764000000000001 0.094835000000000017 -0.41942499999999994 -0.079119999999999982 -0.15599999999999997 -0.49405499999999997 0.09320500000000001 0.090100000000000013 -0.23091999999999999 0.050935000000000008 0.10135500000000001 0.080270000000000022 0.13597000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 10 18 -7 -4 11 21 -6 14 -12 16 -11 19 -5 -17 -13 -1 23 -22 25 -3 27 28 -24 -10
right_child=1 2 9 7 12 8 -8 -9 29 15 13 20 -14 -15 -16 17 -18 -19 -20 -21 22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004221864448415256 0.0046572861136532284 0.0032566288841928896 0.0031572294809971225 0.0050689199079114611 0.0042546406403043977 0.0023158017193737118 0.0056197664849626473 0.0027099495863145149 0.0043143829169544163 0.0026810213972097868 0.0041646956907421236 0.0048635132440894534 0.0028533377077387583 0.0047633856581499427 0.0026128134066587634 0.0016606840086359038 0.00150469326387923 0.002317987966446756 0.0035981828890820997 0.00029329382198433577 0.005334758477239551 0.0028462018539733504 0.0041771478580017972 0.0042734792420229921 0.0033219175033439223 0.0022695935536335356 0.0046486476110536154 0.0051306260959254214 0.0031925503396129018 0.003335995571568
leaf_weight=43 76 28 26 24 72 20 85 64 108 55 159 1157 35 104 21 23 105 21 43 47 78 20 85 33 32 171 296 31 31 28
leaf_count=43 76 28 26 24 72 20 85 64 108 55 159 1157 35 104 21 23 105 21 43 47 78 20 85 33 32 171 296 31 31 28
internal_value=0 0.00265403 0.00240648 0.00459151 0.00293429 0.00465749 0.0047139 0.00343368 0.00388255 0.00176244 0.00467649 0.00474169 0.00379627 0.00426918 0.00398364 0.00161796 0.00190906 0.00110614 0.00412501 0.000742579 0.00477691 0.00378515 0.00459605 0.00501924 0.00253501 0.00240847 0.00449001 0.00417059 0.00391402 0.00411295
internal_weight=0 691 615 2430 338 2299 2143 131 156 277 2058 1774 107 284 180 251 160 91 67 70 1711 63 554 111 231 199 443 147 116 136
internal_count=3121 691 615 2430 338 2299 2143 131 156 277 2058 1774 107 284 180 251 160 91 67 70 1711 63 554 111 231 199 443 147 116 136
is_linear=0
shrinkage=0.00124344


Tree=694
num_leaves=31
num_cat=0
split_feature=4 2 3 9 457 47 44 14 0 4 3 2 15 42 130 43 4 160 123 2 150 1373 2 484 394 1416 481 480 133 51
split_gain=20.4686 7.24257 5.71483 4.14914 4.38463 4.00127 4.61899 3.9556 4.476 8.19109 6.59333 3.93638 3.73947 3.70536 4.06861 6.07556 4.18834 3.74378 3.46919 3.07339 3.6384 2.78856 2.94713 2.92433 2.97666 3.00325 2.92831 4.31239 4.30992 3.91162
threshold=0.27044500000000005 0.17025000000000004 0.30112000000000005 -1.0000000180025095e-35 0.31508000000000008 0.14174500000000004 0.081805000000000017 0.019675000000000002 -0.13455999999999999 0.0033150000000000007 -0.022174999999999997 0.25063000000000007 0.089295000000000013 0.11934000000000002 -0.054004999999999991 -0.52440999999999993 -0.52556499999999995 -1.0000000180025095e-35 0.083855000000000013 -0.090999999999999984 -0.090724999999999986 0.086880000000000013 0.12992500000000004 0.088375000000000009 -0.084129999999999996 1.0000000180025095e-35 -0.051484999999999996 -0.089354999999999976 0.11269500000000002 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 6 7 8 9 10 -5 -2 -9 14 -10 -16 -17 -15 -1 -18 -21 22 23 24 -22 26 27 -26 -29 -28
right_child=11 -3 -4 4 -6 -7 -8 12 13 -11 -12 -13 -14 17 15 16 19 -19 -20 20 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.00050517382501009879 0.001001937849780261 2.6559103659162747e-05 0.0006539563177434827 -0.0015538427480945075 0.00022303574252605053 0.00023845224679956069 0.0034489630041814119 0.003545018414162205 0.0028381820901540885 0.0024781916264094081 0.0010964064310753474 -0.00069233805759706028 0.0019361238717769992 -0.00031451578275842266 -0.00016474400345424937 0.0034728043445401407 0.00066801264962362025 0.0016299387287084474 0.0016998476344734644 0.0034644432827328825 0.0026277480806988825 0.0007932960163292449 0.0032525114191267056 0.0025379350644205568 0.0005682647898731844 0.0033297619816194052 0.0018710549878323067 0.0027767921549356352 0.00082696958367359838 0.00084863657779647456
leaf_weight=20 341 33 56 20 23 21 36 51 99 55 66 24 44 20 21 32 28 85 28 28 100 31 31 150 20 24 1391 158 21 64
leaf_count=20 341 33 56 20 23 21 36 51 99 55 66 24 44 20 21 32 28 85 28 28 100 31 31 150 20 24 1391 158 21 64
internal_value=0 0.00190954 0.00193236 0.0019592 0.00198079 0.00199637 0.0020107 0.00199031 0.00195884 0.00125948 0.000480069 0.000890533 0.00279985 0.00200166 0.00203711 0.00199933 0.0020212 0.00125957 0.000781089 0.0019985 0.00201696 0.00199659 0.00201563 0.00199574 0.00195 0.00190961 0.00188901 0.00234907 0.00254804 0.00182608
internal_weight=0 2756 2723 2667 2619 2596 2575 2539 2444 141 86 365 95 2303 2198 2099 2078 105 48 2046 2018 1990 1959 1928 1778 1678 1654 199 179 1455
internal_count=3121 2756 2723 2667 2619 2596 2575 2539 2444 141 86 365 95 2303 2198 2099 2078 105 48 2046 2018 1990 1959 1928 1778 1678 1654 199 179 1455
is_linear=0
shrinkage=0.00404364


Tree=695
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 4 1 2 2 15 10 4 2 47 0 150 475 52 52 12 160 16 131
split_gain=1634.97 275.652 173.929 134.522 88.5903 79.424 54.0853 47.2151 46.0588 40.4698 33.7352 30.7782 36.0069 25.1445 28.4303 18.3027 17.1162 20.0402 16.9683 20.4948 16.1212 17.5207 15.2084 13.9091 14.3494 23.5738 14.8142 13.6978 13.6506 11.5258
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.27834500000000006 0.14753000000000002 0.27834500000000006 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.41942499999999994 -0.38124499999999995 -0.55119499999999988 0.088850000000000012 0.090100000000000013 -0.23091999999999999 0.11648500000000002 -0.066784999999999983 0.039215000000000007 -0.084699999999999984 0.09141500000000001 -1.0000000180025095e-35 0.19444000000000003 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 20 6 13 11 -5 23 -6 12 -4 18 15 -15 -13 -18 -1 -20 21 -3 -23 -7 25 -25 -27 -14 -26 -2
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 16 27 14 -16 -17 17 -19 19 -21 -22 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0058024877974717113 0.0049126097165421555 0.0029986992329502282 0.0024708934950020802 0.0042062397763021776 0.0040740363485103643 0.004775457839632305 0.0056963517532778486 0.0026302802328393091 0.0024001479993656827 0.0030099906175190382 0.0025858444494026469 0.0012537958103809358 0.0018349383332928665 0.0032977146319140456 0.0030327253142258385 0.0045035121810312658 0.00093225762206714414 -0.00057513896162095885 0.0047861504826845385 0.0044797926430934316 0.0030377971384649973 0.0020725698833610707 0.00091868481030460262 0.0042617894058518419 0.0045425223442955472 0.0025579853697191629 0.0037288094735838748 0.00084375904454551021 0.0034659062370835996 0.0038919144116196513
leaf_weight=21 50 28 40 34 72 59 76 37 61 48 35 32 29 21 25 266 25 30 946 525 32 151 20 111 137 24 55 84 21 26
leaf_count=21 50 28 40 34 72 59 76 37 61 48 35 32 29 21 25 266 25 30 946 525 32 151 20 111 137 24 55 84 21 26
internal_value=0 0.00232935 0.00205327 0.00449698 0.00265189 0.00455599 0.00466881 0.00132281 0.00304654 0.00408984 0.00358724 0.00112124 0.00145702 0.00462552 0.0043045 0.00441528 0.000530733 0.000110041 0.00469266 0.00467681 0.00221864 0.00208691 0.00193761 0.00421719 0.00412254 0.00389229 0.00337312 0.00109813 0.00439943 0.00456342
internal_weight=0 691 615 2430 338 2335 1880 277 95 455 107 240 153 1804 312 287 87 55 1492 1471 231 199 171 407 348 190 79 113 158 76
internal_count=3121 691 615 2430 338 2335 1880 277 95 455 107 240 153 1804 312 287 87 55 1492 1471 231 199 171 407 348 190 79 113 158 76
is_linear=0
shrinkage=0.00124344


Tree=696
num_leaves=31
num_cat=0
split_feature=1 2 0 30 4 48 48 33 34 2 12 3 31 10 3 159 1451 2 13 49 1453 52 16 48 160 16 16 52 151 13
split_gain=22.4444 6.27197 4.43075 3.98574 3.85675 3.73358 6.39676 3.37587 3.31203 5.51327 4.49284 5.15257 4.02723 3.97743 3.69013 3.52578 3.15609 2.87783 2.8864 2.71281 2.71009 4.85331 3.10518 5.61753 5.76712 5.02923 6.60128 4.11819 3.87492 3.18805
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.086065000000000016 0.42642000000000008 -0.065739999999999979 0.078735000000000013 0.082285000000000011 -0.038779999999999995 0.11870500000000002 -0.42850999999999995 0.16158000000000003 -0.081409999999999996 0.069930000000000006 0.12745000000000004 0.097885000000000014 0.088880000000000015 0.15609500000000001 -0.11122999999999998 0.13173000000000004 -0.13306499999999996 -0.56176499999999996 0.19444000000000003 0.093265000000000015 -0.0080249999999999991 0.083160000000000026 0.062650000000000025 -0.19683499999999995 0.086470000000000005 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 -3 -7 16 12 13 -11 14 -2 -10 -12 -13 20 18 -4 -20 -1 -22 25 24 -24 26 27 -23 29 -29
right_child=8 2 17 -5 -6 6 -8 -9 9 10 11 15 -14 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00044739365996073106 0.000691141390725713 0.0016421822447145026 0.00053601773947718138 0.00042341862249518019 0.0020454134305539599 -0.0010305693257814646 0.00074123362038216762 0.0027320335380165515 0.001764102009452811 0.001895592699668207 0.00043685918292754502 -0.0009957102271835991 -0.0011745966023037819 0.00041212981032049333 0.0017954399031040629 0.00057671506299898309 0.0028123327394035539 0.00021232876743205542 0.0015559570956849471 0.00037512017227965343 0.0028241014751692554 0.0029992279012923417 0.0025859516248577367 -0.00032728548773944645 0.0010367196500131604 0.0025246046184501689 5.9134329534146058e-05 0.0016454219262343936 0.00065679799215269776 0.0012273647719769131
leaf_weight=21 26 26 33 29 20 26 85 25 73 20 105 38 20 30 24 22 20 20 384 20 30 20 30 22 108 55 28 1515 44 202
leaf_count=21 26 26 33 29 20 26 85 25 73 20 105 38 20 30 24 22 20 20 384 20 30 20 30 22 108 55 28 1515 44 202
internal_value=0 0.00149481 0.00121619 0.00157442 0.000763153 0.000575962 0.000326217 0.00159016 0.000662973 0.000778419 0.000486715 0.000337627 -0.000120049 0.00137032 0.000689618 -0.000419154 0.00157654 0.00137183 0.00142489 0.0014975 0.00156463 0.00157605 0.00155755 0.00113965 0.00137351 0.00159342 0.00156511 0.00158878 0.00157277 0.00159624
internal_weight=0 2763 614 2149 157 137 111 2120 358 312 209 189 46 103 129 60 2095 457 437 404 2075 2054 2024 160 138 1864 1809 1781 1761 1717
internal_count=3121 2763 614 2149 157 137 111 2120 358 312 209 189 46 103 129 60 2095 457 437 404 2075 2054 2024 160 138 1864 1809 1781 1761 1717
is_linear=0
shrinkage=0.00312586


Tree=697
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 1 2 2 0 1 4 4 2 15 150 15 12 1 47 0 15 4 1 0 43 160 131
split_gain=1412.7 224.162 145.879 117.882 83.0476 70.4367 42.0886 40.5897 40.0954 35.9153 34.7475 28.1742 40.9486 27.0522 25.9293 32.3834 22.1436 20.6767 19.9038 18.7652 17.2141 15.6961 14.9031 18.6508 13.9252 13.5705 13.0637 20.6041 12.3113 11.6555
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.077845000000000011 0.11474000000000002 0.13501500000000002 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 0.42051500000000003 0.14285500000000004 -0.41396999999999995 1.0000000180025095e-35 -0.097454999999999986 0.087695000000000009 0.089770000000000016 0.090100000000000013 -0.15202999999999997 -0.03241999999999999 -0.0070899999999999991 0.076935000000000017 -0.065229999999999996 -0.065269999999999981 0.085755000000000012 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 11 -4 -5 24 17 12 22 19 15 -9 -16 25 -14 20 -13 -3 -1 -24 -6 -7 -21 -28 -20 -2
right_child=1 2 7 8 9 10 -8 14 -10 -11 -12 13 18 -15 16 -17 -18 -19 28 26 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0063606109944125038 0.0055596779328865534 0.0026376471214198389 0.0035500322047746077 0.005113430112262409 0.0057647781782339076 0.004863169888555249 0.006418380665395353 0.0029252811282967054 0.0031266198148819113 0.0028888266224438293 0.0036650437163007043 0.005657623512429235 0.0050346358718679251 0.0047350669587755863 0.0016225555334236194 0.0013850856138349053 0.00031045781918274349 0.0037796115123514443 0.0025444137548927214 0.0053522264583524314 0.0044751914827739553 0.0036977494488134098 0.0056837005880086477 0.0040809662411267593 0.0044276593819564938 0.0054760634381134463 0.0036018357798807375 0.0054431415491952581 0.0040795442110562923 0.0043082794302921647
leaf_weight=23 54 190 26 28 21 308 76 59 69 26 48 704 20 110 107 49 33 29 20 768 25 32 35 24 56 92 22 26 21 20
leaf_count=23 54 190 26 28 21 308 76 59 69 26 48 704 20 110 107 49 33 29 20 768 25 32 35 24 56 92 22 26 21 20
internal_value=0 0.00292215 0.0026381 0.00521294 0.00327261 0.00527536 0.00539765 0.00188548 0.00370013 0.00431183 0.00479494 0.0053545 0.00475817 0.00540603 0.00171097 0.00222649 0.00131328 0.00492136 0.00388937 0.0054538 0.00561707 0.00279045 0.00540447 0.00503174 0.00479233 0.00500414 0.00530793 0.00459921 0.0033307 0.00522146
internal_weight=0 673 599 2448 325 2351 1874 274 97 103 477 1798 143 1655 248 108 140 429 61 1545 729 222 82 59 77 400 816 48 41 74
internal_count=3121 673 599 2448 325 2351 1874 274 97 103 477 1798 143 1655 248 108 140 429 61 1545 729 222 82 59 77 400 816 48 41 74
is_linear=0
shrinkage=0.00140032


Tree=698
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 132 16 475 133 0 16 2 9 4 3 15 47 3 149 0 48 4 13 13 128 43 43 43 12 16 16
split_gain=23.1487 6.82187 6.43929 6.39775 6.54258 4.68253 5.41502 4.21808 5.81356 5.23678 7.65739 3.93606 3.51558 3.49784 3.55524 3.31683 4.1972 3.1725 3.27966 6.01501 5.43247 3.60362 6.0591 3.77836 4.19075 7.17925 3.88879 3.18106 3.16506 4.25025
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 0.078320000000000015 0.092880000000000004 0.15273500000000004 -0.081364999999999979 0.087435000000000013 1.0000000180025095e-35 -0.013024999999999998 0.10672500000000001 0.081890000000000004 0.033845000000000007 0.12178000000000001 -1.0000000180025095e-35 0.084635000000000016 0.096675000000000011 0.078320000000000015 -0.068604999999999985 0.092475000000000016 0.010840000000000001 0.043850000000000007 0.15641500000000003 0.079650000000000012 0.064745000000000011 0.093175000000000022 0.28064000000000006 0.092995000000000008 -0.12029499999999999 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 13 -11 12 17 14 15 16 -8 18 20 -20 21 23 -23 24 -3 -26 -27 -25 -14 -30
right_child=-2 11 3 -5 -6 -7 7 -9 -10 10 -12 -13 28 -15 -16 -17 -18 -19 19 -21 -22 22 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.00027113052443400204 0.00072822356750058609 0.0018497236497641895 -0.00023695163540534705 0.0029114636311977642 -0.00054567763702842507 0.0020846390663299096 0.00076398089121478929 0.00042944826351964276 0.00025402080598034901 0.0034048800463916404 0.0009873858509514661 0.0029660776767634527 0.0016813885685202845 0.00043343984939825104 0.0028631640514657246 0.0022811078531105749 0.0022273987861533787 0.0030154810571372251 0.0015630015533946342 -0.00024166317157320197 0.0034094981716576173 0.00078623515921906939 0.0020683782257425606 0.0020864796694015039 -0.0003276260264519555 0.0023877064613633007 0.00076038500703443589 0.0033654451699358981 0.00041835065961407018 0.0016158114148848574
leaf_weight=28 358 1150 27 30 21 89 89 51 39 40 24 29 172 36 22 38 30 23 262 23 24 100 73 79 28 40 29 31 71 65
leaf_count=28 358 1150 27 30 21 89 89 51 39 40 24 29 172 36 22 38 30 23 262 23 24 100 73 79 28 40 29 31 71 65
internal_value=0 0.00164265 0.00131068 0.00139331 0.0013033 0.00138336 0.00122575 0.00133277 0.00147764 0.00164869 0.00249832 0.0017278 0.00171125 0.00139578 0.00158932 0.00141082 0.00113291 0.00176664 0.00175102 0.00141736 0.00181221 0.00178715 0.00132726 0.00184578 0.00179276 0.00111738 0.00170376 0.00244692 0.00137639 0.000990666
internal_weight=0 2763 564 536 506 485 396 369 318 279 64 2199 2170 215 179 157 119 1862 1839 285 1554 1530 173 1357 1247 97 69 110 308 136
internal_count=3121 2763 564 536 506 485 396 369 318 279 64 2199 2170 215 179 157 119 1862 1839 285 1554 1530 173 1357 1247 97 69 110 308 136
is_linear=0
shrinkage=0.00338353


Tree=699
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 2 2 47 4 133 2 132 4 43 13 47 1 49 1 52 2 47 4 14 16 49
split_gain=1490.36 255.824 150.577 117.926 112.075 73.1163 65.7591 58.5481 49.9097 39.973 38.3039 23.1481 20.2534 19.2049 19.0647 18.7823 18.2987 18.4069 17.9675 20.2725 34.9969 14.5118 13.677 12.9295 12.6375 12.4364 28.0735 12.5015 13.139 17.2672
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.13082500000000002 0.23246000000000003 0.089200000000000015 0.094835000000000017 0.089365000000000014 -0.013125 0.066275000000000014 -0.077799999999999994 0.08265500000000002 0.085110000000000005 0.088340000000000016 0.087135000000000004 0.40674500000000008 0.25063000000000007 0.078345000000000012 0.41555500000000006 -0.22253999999999999 -0.008904999999999998 -0.052259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 13 6 8 14 10 12 22 24 -6 15 -1 25 17 -12 -18 20 -20 -16 23 -5 -4 27 -27 -3 -29 -30
right_child=1 2 11 5 9 -7 -8 -9 -10 -11 16 -13 -14 -15 21 -17 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0046338027956640479 0.0043056573311896548 0.0028225054260845894 0.0012554953231252968 0.0045181902650569547 0.0041725903255218546 0.0021491202781281872 0.0028429066594598271 0.0024393692725787315 0.0051782608831744889 0.0023348043813795601 0.0043608143647973392 0.0023409949795296977 0.0030898545258672451 0.0014240062490428053 0.0028385082411656929 0.001169232826013151 0.0042477906730011613 0.0037438698556159426 0.0037619461307225382 0.00462808983907919 0.0021915698892395101 0.0040319554788723153 0.0042449175201328708 0.0036971645087420625 0.00048564035807739127 0.003365126032918395 0.001700942252191051 0.0022449641686362173 0.0022534761789276643 0.00087214275804793628
leaf_weight=28 76 31 119 906 56 20 38 64 86 35 384 21 36 45 24 20 136 73 180 28 20 28 390 25 35 36 20 115 22 24
leaf_count=28 76 31 119 906 56 20 38 64 86 35 384 21 36 45 24 20 136 73 180 28 20 28 390 25 35 36 20 115 22 24
internal_value=0 0.00235632 0.00211542 0.00423077 0.00246687 0.00429304 0.00431196 0.00324226 0.00433702 0.0033592 0.00430324 0.00123178 0.00374891 0.00210481 0.00388457 0.00221912 0.00411221 0.00426227 0.00392381 0.00373056 0.00360491 0.00348113 0.00442197 0.00449614 0.00108053 0.00230379 0.00277077 0.00216759 0.00204148 0.00153278
internal_weight=0 691 615 2430 440 2286 2266 144 2228 127 2142 175 92 313 80 268 821 457 364 228 200 52 1321 931 154 248 56 192 161 46
internal_count=3121 691 615 2430 440 2286 2266 144 2228 127 2142 175 92 313 80 268 821 457 364 228 200 52 1321 931 154 248 56 192 161 46
is_linear=0
shrinkage=0.00112622


Tree=700
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 2 39 1 11 2 4 52 4 12 1 1 4 376 47 15 16 1 1 4 133 12 3 11 0
split_gain=1736.52 309.112 146.023 118.344 99.7483 75.2381 64.7571 62.0762 60.9784 56.0824 45.034 35.2807 31.9744 31.0568 28.5769 25.1199 22.7314 36.0159 21.1973 27.8335 20.651 17.4056 16.9014 16.4626 15.8494 14.3845 13.6624 13.2484 12.8351 11.9474
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.36766000000000004 0.13712500000000002 0.087735000000000021 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 -0.17966999999999997 0.048770000000000008 0.41379000000000005 0.09320500000000001 0.122715 0.088975000000000012 -0.087894999999999987 0.083785000000000012 1.0000000180025095e-35 -0.028889999999999996 -0.008904999999999998 0.086920000000000011 0.13075500000000004 -0.013514999999999998 -1.0000000180025095e-35 0.095780000000000018 0.14121000000000003 0.080150000000000013 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 15 7 6 9 11 20 10 22 -3 -6 18 28 24 26 -18 19 -9 -1 27 29 25 -2 -5 -12 -13 -11 -4
right_child=1 4 5 23 12 -7 -8 13 -10 14 16 21 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0063390261411146853 0.0066592138964309926 0.0057131462670850881 0.0078870112228287236 0.0030586346406479897 0.00075967753057853147 0.0038828484455749076 0.0045138810185861369 0.0027882769199283159 0.0038486960646349532 0.0086019075227056988 0.0064115530859513107 0.0042336921825560309 0.0026169363261187312 0.0019205149776757118 0.0065525768695987975 0.0046128017656059369 0.006548616181527616 0.0042272037563924857 0.0022045492500393513 0.0051777501332445101 0.0046442998969002556 0.0028214959663404649 0.0063534397268093417 0.0025486572492322843 0.0055145456573010712 0.0045987277683168914 0.0059859142770127029 0.003191060920115923 0.0074467777386324477 0.0067026462147934431
leaf_weight=53 68 20 20 22 57 26 38 24 69 39 412 84 34 87 54 29 28 34 27 21 24 49 394 24 47 38 299 42 51 907
leaf_count=53 68 20 20 22 57 26 38 24 69 39 412 84 34 87 54 29 28 34 27 21 24 49 394 24 47 38 299 42 51 907
internal_value=0 0.00360431 0.00635347 0.00503943 0.00286901 0.0064467 0.00647599 0.00323285 0.0048835 0.00650931 0.00644638 0.003806 0.0014536 0.00252993 0.0074243 0.00587348 0.0061558 0.00527558 0.00326631 0.00390336 0.0058108 0.00358805 0.00661642 0.00360964 0.00619139 0.00403403 0.00623256 0.00388615 0.00794733 0.0067282
internal_weight=0 673 2448 228 445 2302 2276 354 146 2238 2094 195 91 159 144 144 773 62 72 45 77 175 1321 84 115 60 711 126 90 927
internal_count=3121 673 2448 228 445 2302 2276 354 146 2238 2094 195 91 159 144 144 773 62 72 45 77 175 1321 84 115 60 711 126 90 927
is_linear=0
shrinkage=0.00151575


Tree=701
num_leaves=31
num_cat=0
split_feature=4 3 1375 52 13 43 403 149 10 1456 475 3 15 12 50 1 1 0 2 0 49 11 50 48 457 160 13 43 2 483
split_gain=30.7244 9.03745 8.71517 7.24204 7.39433 7.06161 6.84208 4.70249 5.02364 4.66073 4.62719 4.1299 4.04052 5.22236 3.52496 5.37065 14.7023 7.38385 5.87289 4.9852 4.96018 4.82581 4.09921 3.49139 3.31994 3.60799 3.06482 4.04186 3.73797 3.01157
threshold=0.27287000000000006 -0.065819999999999976 -0.27302499999999996 0.5140450000000002 -1.0000000180025095e-35 0.12450000000000001 -1.0000000180025095e-35 0.07770500000000001 -0.079859999999999987 -0.033364999999999992 -0.069854999999999987 0.0041950000000000008 -0.23060499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.077565000000000009 0.082005000000000008 -0.097024999999999986 0.081685000000000021 -0.064339999999999994 -0.074429999999999982 0.077290000000000011 0.10647500000000001 -0.04451999999999999 0.069910000000000014 0.085755000000000012 -0.00096999999999999983 -0.095589999999999994 0.098260000000000014 0.058525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 6 -4 8 -2 -6 -8 -7 -1 -14 15 18 -17 21 -15 22 -19 -18 29 -11 -12 -26 -20 -28 -29 -16
right_child=7 2 3 -5 9 11 10 -9 -10 23 24 -13 13 14 19 16 17 20 26 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0037893361070137702 -0.00047623824083731881 -0.00049965518989425332 0.0027557200447527836 -0.00018788685830775504 0.003599883114778016 0.0019217202305467378 -0.00066142423506999773 0.0023210035879708325 0.00092527879169323438 0.0033969822042495333 0.00093071371705881912 0.0039109140457975217 0.00077167020207812378 0.0039865939607443652 0.002512239516363788 -0.0012931451694290432 -0.00017842963736891356 0.0038221262139707893 0.0022461269230301057 0.0041832557257163875 0.0019703236941627632 0.0020767885977781351 0.0019903354608358241 0.0019564486537357452 0.0031481080914349227 0.0012474354575203544 0.0022564843730463881 0.001664382508243582 0.00010957411103292197 0.0036519472319525167
leaf_weight=20 39 24 35 25 31 42 20 28 285 25 184 21 37 24 195 21 35 21 954 21 255 20 213 232 21 37 111 80 28 37
leaf_count=20 39 24 35 25 31 42 20 28 285 25 184 21 37 24 195 21 35 21 954 21 255 20 213 232 21 37 111 80 28 37
internal_value=0 0.00202978 0.00166902 0.00174636 0.00182098 0.00147106 0.00123481 0.000881021 0.000756578 0.00225839 0.00103163 0.00258478 0.00215113 0.00213516 0.0021602 0.00207618 0.0016785 0.00186703 0.00219313 0.00243948 0.00211122 0.00064165 0.00235719 0.00209658 0.00117156 0.00193561 0.00215643 0.0017657 0.00126128 0.002694
internal_weight=0 2769 697 673 648 360 297 352 324 288 262 63 2072 2052 2015 1549 352 331 1197 466 276 55 445 257 242 58 1173 219 108 232
internal_count=3121 2769 697 673 648 360 297 352 324 288 262 63 2072 2052 2015 1549 352 331 1197 466 276 55 445 257 242 58 1173 219 108 232
is_linear=0
shrinkage=0.00366245


Tree=702
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 2 2 52 4 150 49 1 1 12 11 1 1 0 15 1 0 50 4
split_gain=2123.6 357.043 178.308 148.509 123.968 99.6394 76.4769 56.906 55.7881 52.5596 47.7205 35.3296 31.9817 31.9246 29.9553 29.398 28.0881 21.3209 20.3816 18.0898 17.9018 20.3191 17.72 17.5851 15.8689 28.2936 15.5032 14.7267 14.3587 12.7153
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.077845000000000011 0.10613000000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 -0.52606999999999993 -0.15289999999999995 1.0000000180025095e-35 -0.054984999999999992 0.16175000000000003 0.13075500000000004 0.088245000000000004 0.077415000000000012 0.13265500000000002 0.12000500000000001 -0.11173999999999999 -0.10469999999999999 0.076935000000000017 -0.030209999999999997 0.041865000000000006 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 23 11 -4 -8 16 20 13 -13 -2 -11 26 -16 28 -5 21 24 -17 -3 25 -1 27 29 -6 -7
right_child=1 4 8 19 18 10 9 -9 -10 15 -12 12 -14 -15 17 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012429508884486627 0.012024859228373182 0.0088622499567368729 0.011495484868511768 0.0095674924866793101 0.0074974495756603742 0.011628173696847524 0.010403983399910152 0.012861752496300911 0.0094952602562750569 0.010430955551477354 0.010000456482573234 0.010203983259708812 0.0101489083313153 0.011669960101309197 0.0097798989599770531 0.0090548066139895349 0.010193444499225457 0.011136614162501045 0.006485904886118137 0.0083397673041666325 0.011725086504272137 0.013153790433499636 0.0079234337424601842 0.0077586756205292135 0.012011765745011005 0.01083730788991848 0.01186206460925643 0.01049221278106832 0.0085632536377315584 0.011115077678078707
leaf_weight=25 45 30 28 60 65 147 54 76 69 20 41 23 25 274 21 141 28 78 21 24 603 21 23 66 793 44 92 29 25 130
leaf_count=25 45 30 28 60 65 147 54 76 69 20 41 23 25 274 21 141 28 78 21 24 603 21 23 66 793 44 92 29 25 130
internal_value=0 0.00926347 0.0116606 0.0104796 0.00864036 0.0117261 0.00900402 0.0118486 0.0100726 0.00936723 0.011232 0.0118061 0.0114472 0.0115564 0.0112163 0.00906297 0.0113505 0.0108488 0.00754612 0.00921671 0.0118838 0.0119922 0.00889614 0.00810354 0.0119639 0.0114142 0.0114319 0.0113025 0.00779351 0.0113874
internal_weight=0 673 2448 228 445 2351 334 1884 97 238 467 1808 322 297 144 184 426 99 111 84 1486 883 164 96 862 69 398 306 90 277
internal_count=3121 673 2448 228 445 2351 334 1884 97 238 467 1808 322 297 144 184 426 99 111 84 1486 883 164 96 862 69 398 306 90 277
is_linear=0
shrinkage=0.00119516


Tree=703
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 14 4 2 1 40 52 49 4 1 15 12 43 50 15 151 12 2 1 42 2
split_gain=1604.34 259.631 128.639 115.621 102.134 77.6014 71.5069 55.0681 54.8007 53.6345 48.8364 47.3216 36.4202 21.5755 21.1671 21.1247 21.3326 19.5683 19.8107 19.2001 17.9232 16.0918 14.5054 18.1549 14.529 13.7944 22.4713 13.5129 12.5206 11.5008
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13712500000000002 0.09253500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 0.089885000000000007 0.12408500000000001 -0.077714999999999992 -0.52606999999999993 -0.054984999999999992 -0.013125 0.083345000000000016 -0.028889999999999996 0.090165000000000009 0.066275000000000014 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.051320000000000005 0.079055000000000014 0.13075500000000004 0.088295000000000012 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 8 6 10 19 14 -10 12 -11 25 -13 -3 -2 -17 21 20 -1 -19 -14 23 -6 -25 26 -4 -5 -27 -28
right_child=1 4 5 27 22 -7 -8 -9 9 11 -12 13 17 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 28 29 -29 -30 -31
leaf_value=0.0054841029173396897 0.0057489568097702348 0.002634256398950444 0.0041585762869753269 0.0033497286850004554 0.0018293728786185465 0.0028762782496482508 0.0037250376465434399 0.0033207225521790984 0.0049084393008384805 0.0048249057736067299 0.0066386651393399235 0.0030190903483116637 0.0056579629916537989 0.0020213665227815539 0.0013510107036937072 0.0034549534402293341 0.0049814374600820697 0.0056573327765714835 0.0041668609854311599 0.0040040390203798116 0.0049868223811939758 0.0049547943371121674 0.0022249443594932346 0.0012482354111589848 -0.00029633297679992676 0.0058456735419428413 0.006456129708610793 0.0021337117019790291 0.0055312202869274209 0.0052308213941970102
leaf_weight=53 49 47 27 61 29 20 38 67 30 23 86 151 384 56 50 22 80 117 37 24 210 73 23 22 24 906 22 24 324 42
leaf_count=53 49 47 27 61 29 20 38 67 30 23 86 151 384 56 50 22 80 117 37 24 210 73 23 22 24 906 22 24 324 42
internal_value=0 0.00311868 0.00548939 0.00428714 0.00251262 0.00556867 0.00559243 0.00423085 0.00285341 0.00318194 0.00562428 0.00295675 0.00558356 0.00274917 0.00197279 0.0050081 0.0046522 0.00535648 0.005119 0.00502278 0.00522673 0.00554564 0.00127117 0.00097868 0.000442374 0.00572468 0.00520891 0.00300638 0.00576284 0.00565202
internal_weight=0 691 2430 236 455 2286 2266 144 357 260 2228 230 2142 207 97 151 102 821 364 77 327 457 98 75 46 1321 91 85 1230 64
internal_count=3121 691 2430 236 455 2286 2266 144 357 260 2228 230 2142 207 97 151 102 821 364 77 327 457 98 75 46 1321 91 85 1230 64
is_linear=0
shrinkage=0.00137286


Tree=704
num_leaves=31
num_cat=0
split_feature=1 12 1 51 151 51 132 42 3 12 12 13 4 3 4 4 2 15 0 1 49 12 0 47 130 4 51 14 151 158
split_gain=39.7817 10.9532 6.90568 5.81557 5.83858 6.00067 5.09381 5.67364 4.78422 4.99984 4.62599 4.25698 3.99683 3.92256 5.23345 6.16833 5.11942 4.67999 5.31299 4.51512 3.84915 3.68181 3.64276 3.55988 3.47705 4.34812 3.6529 3.95675 3.46359 3.67819
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.11444000000000001 0.095500000000000015 0.092790000000000011 0.08696000000000001 -0.012324999999999997 0.31370500000000007 -0.42850999999999995 -0.010834999999999999 -0.0079349999999999993 0.053180000000000012 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 1.0000000180025095e-35 0.11070500000000001 0.082005000000000008 -0.083094999999999988 0.082480000000000012 -0.10474999999999998 0.094825000000000007 -0.0060099999999999989 -0.033174999999999989 -0.40274499999999996 -0.46166999999999997 0.0014250000000000003 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 5 6 7 -4 24 -10 11 -9 13 16 15 -15 -3 18 -18 -19 -1 -16 -23 -12 -2 -26 -27 -28 29 -14
right_child=8 12 3 -5 -6 -7 -8 10 9 -11 23 -13 28 14 21 -17 17 19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0041970281336545859 0.00041148220810598038 0.0048218809154641374 0.0040507141356580503 0.0037852740116551221 -7.1734145410575916e-05 0.00025702916224236834 0.00041295796361605732 0.0018374678607195963 0.0016968408435353163 -8.3639205244635865e-05 0.0027044581051610512 7.8783317102027587e-05 0.0019648740492816384 0.0027694894995764115 0.0039897677492498453 0.00028702532127261306 0.0011027860147469503 0.0030685327226720122 0.0030982409966905846 0.0052284563441296079 0.00253812606365964 0.0012007295868002492 0.0027732893437719757 0.0012347869364648146 0.0029714128704353073 0.0028624212649138213 0.0027610693397980223 0.0011351934850179228 0.0037989678686391635 0.0029527980279940662
leaf_weight=21 31 26 20 20 22 28 24 80 34 56 122 24 197 29 33 25 25 34 63 21 176 20 1638 27 32 24 23 158 20 68
leaf_count=21 31 26 20 20 22 28 24 80 34 56 122 24 197 29 33 25 25 34 63 21 176 20 1638 27 32 24 23 158 20 68
internal_value=0 0.00261715 0.00216182 0.00186491 0.00175422 0.00187783 0.00203063 0.00217284 0.00131959 0.000588987 0.00202439 0.00143162 0.00273393 0.00279419 0.00274259 0.0016202 0.00332696 0.00305515 0.00253135 0.00389323 0.00271496 0.00277843 0.00275432 0.00243814 0.00156494 0.00171582 0.00151982 0.0013418 0.0023293 0.00221838
internal_weight=0 2763 564 367 347 325 297 273 358 90 253 104 2199 1914 1745 54 169 143 88 55 197 1691 1658 149 268 237 205 181 285 265
internal_count=3121 2763 564 367 347 325 297 273 358 90 253 104 2199 1914 1745 54 169 143 88 55 197 1691 1658 149 268 237 205 181 285 265
is_linear=0
shrinkage=0.00366245


Tree=705
num_leaves=31
num_cat=0
split_feature=4 3 2 15 0 12 3 2 2 1 43 12 158 43 16 34 1 1 2 16 1456 0 0 483 12 52 471 472 4 43
split_gain=32.242 9.49732 8.71139 6.71336 12.9395 6.22436 5.86064 5.42831 8.01476 4.48718 5.50239 4.11153 4.54663 4.5519 4.25557 3.60361 3.50193 5.42319 5.51063 5.25221 5.05972 3.45594 5.10748 4.56784 3.56769 3.43617 3.98471 3.27044 4.0567 6.71844
threshold=0.27287000000000006 0.11296500000000002 0.15950500000000004 -0.0088349999999999974 -0.043914999999999989 -0.010834999999999999 0.31299000000000005 -0.0091949999999999983 0.093320000000000014 0.13075500000000004 0.084740000000000024 0.086305000000000007 0.112085 -0.11720999999999999 -0.071854999999999988 -0.079379999999999992 0.086105000000000015 0.10254500000000001 0.086100000000000024 -0.069894999999999985 -0.10108499999999998 0.024095000000000002 -0.036484999999999997 0.093585000000000015 -0.12529499999999996 -0.53964499999999982 1.0000000180025095e-35 -0.081684999999999994 -0.15289999999999995 -0.05647499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 7 -3 15 -9 10 -2 12 13 -7 -13 -1 20 18 -18 -20 -15 22 23 24 -11 26 -16 -27 29 -29
right_child=9 3 -4 4 -6 11 -8 8 -10 21 -12 14 -14 16 25 -17 17 -19 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0013609731200925079 0.0011616745273549018 0.0027090689351511837 0.00017977309435460745 -0.00076634281530699785 0.0023828996342287545 0.0031833942322280792 0.00097209211386408681 0.0029629121244649208 0.0014378210118440944 0.0013661523514610704 0.0029240141778368021 0.0022399865504645093 0.0038141426119193017 0.001202780791780078 0.0020774157485038609 -0.00029267226580009532 0.0023327957240013787 0.0030615537207405335 5.3938597130014552e-06 0.0017549688175440652 0.002440462306337998 -0.00044794390891102188 0.0023063911935959007 0.0019193531864131952 -0.00014836226401498102 0.0030434760088540575 0.0034210666605641827 -0.00044404220125450673 0.0018558412463700752 0.0020772176613944354
leaf_weight=37 181 39 24 36 21 56 40 50 117 21 20 765 21 36 89 21 48 28 33 37 499 26 20 20 64 22 30 21 677 22
leaf_count=37 181 39 24 36 21 56 40 50 117 21 20 765 21 36 89 21 48 28 33 37 499 26 20 20 64 22 30 21 677 22
internal_value=0 0.00204948 0.00209191 0.00122787 0.000393904 0.0021095 0.00182959 0.00160258 0.00189444 0.00102502 0.00133703 0.00215735 0.00235128 0.00230959 0.00206694 0.000762239 0.00223774 0.00180007 0.00150073 0.000930169 0.00235718 0.000609685 0.000829671 0.000548391 0.000225812 0.00191319 0.00241615 0.00183253 0.00179553 0.000845905
internal_weight=0 2769 2633 136 57 2609 79 225 167 352 201 2384 758 737 1626 58 681 146 118 70 535 151 125 105 85 861 119 742 720 43
internal_count=3121 2769 2633 136 57 2609 79 225 167 352 201 2384 758 737 1626 58 681 146 118 70 535 151 125 105 85 861 119 742 720 43
is_linear=0
shrinkage=0.00318838


Tree=706
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 3 3 2 2 2 34 2 52 52 1 2 12 4 15 4 4 1 47 14 1 51
split_gain=1744.15 298.105 178.963 138.593 100.526 86.2955 63.0114 59.9516 59.5149 47.9732 55.5746 46.6262 35.1852 29.2605 30.542 20.699 20.3515 19.0268 15.7954 30.4296 16.7741 15.0144 14.0183 13.9969 13.9263 13.7688 13.539 15.0996 14.2187 14.1206
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.30112000000000005 0.12745000000000004 0.11474000000000002 0.089885000000000007 0.13404500000000005 -1.0000000180025095e-35 0.094835000000000017 0.048770000000000008 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.095780000000000018 -0.0070899999999999991 -0.059484999999999989 0.49041500000000005 -0.49013999999999996 0.086920000000000011 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 26 6 8 15 12 10 13 21 25 14 -4 -1 -11 -14 20 -20 24 -6 -17 -16 -19 -5 27 -3 29 -29
right_child=1 2 9 5 11 -7 -8 -9 -10 16 -12 -13 17 -15 23 22 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0047108500087505228 0.0043563652957365863 0.0026827754351155435 0.00093835862391826029 0.0045480961599379966 0.0046410635953172286 0.0019714782512788224 0.0029013715640657622 0.0023906649826151306 0.005330190800234981 0.00018775428335819104 0.0028566083996393841 0.0020326717309627515 0.0049126724332798173 0.00070537477151477377 0.0029581381519221388 0.0039759866172071863 0.0013221560534351115 0.0051414918500453013 0.0025234576030516991 0.0041672299232693487 0.0039709785462244849 0.0035442233250690524 0.0027599471486579245 0.0017040739058101146 0.0042729094586880659 0.0042917441765327963 0.0027669067785980853 0.0010935021386699608 0.0011012024437825423 0.0021373459611353945
leaf_weight=26 76 33 36 927 23 20 38 67 86 60 37 24 43 65 24 29 32 26 23 42 301 58 22 23 386 394 33 20 29 118
leaf_count=26 76 33 36 927 23 20 38 67 86 60 37 24 43 65 24 29 32 26 23 42 301 58 22 23 386 394 33 20 29 118
internal_value=0 0.00221001 0.00194477 0.00427835 0.00250575 0.0043472 0.00436817 0.00318527 0.00439319 0.00126025 0.00159737 0.00343899 0.00435557 0.00128256 0.00173458 0.00387668 0.000582329 0.00416881 0.0041277 0.00358559 0.00417712 0.00385567 0.00345142 0.00234445 0.00432772 0.00447164 0.0020852 0.00197272 0.00183241 0.00198606
internal_weight=0 691 615 2430 338 2286 2266 144 2228 277 185 105 2142 148 83 77 92 821 778 65 713 81 51 47 412 1321 233 200 167 138
internal_count=3121 691 615 2430 338 2286 2266 144 2228 277 185 105 2142 148 83 77 92 821 778 65 713 81 51 47 412 1321 233 200 167 138
is_linear=0
shrinkage=0.00114875


Tree=707
num_leaves=31
num_cat=0
split_feature=1 1 4 457 0 159 39 1 133 42 2 10 45 49 0 1 16 3 16 124 11 1 15 12 158 1454 12 52 4 3
split_gain=33.1606 9.65516 9.43398 5.57711 5.10819 4.73209 4.37411 4.2912 4.34893 6.32512 4.30276 3.9935 3.99013 3.75965 4.55489 4.87451 4.85786 3.44121 4.34253 3.40093 3.37949 3.2454 3.02179 2.84 3.0596 4.90922 5.03993 4.01969 3.8786 3.88915
threshold=0.10124500000000002 0.13707500000000003 -0.013125 0.045365000000000009 -0.23091999999999999 0.082585000000000006 0.084780000000000008 0.11353000000000001 0.0068000000000000014 0.088670000000000013 0.092235000000000025 -0.015579999999999998 0.081955000000000014 -0.032624999999999994 -0.040504999999999992 0.15471500000000002 -0.27167499999999994 -0.0080949999999999998 -0.020119999999999996 -0.076779999999999987 0.090920000000000015 0.077845000000000011 0.024640000000000006 0.11734000000000001 0.085900000000000018 0.088250000000000009 0.080890000000000017 -0.0015799999999999998 0.053925000000000008 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 7 -5 22 -6 8 9 10 -4 -1 19 -3 16 -16 -15 20 -19 21 -9 -13 -2 24 28 26 -26 -28 29 -21
right_child=1 13 3 4 6 -7 -8 17 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 23 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00085314766225293929 0.00224606081010391 -0.00046528319503476274 0.0039150859603362754 0.0018369775692232422 -0.0011346659692515911 0.0009723284234148628 0.00093148939008656621 0.0018668929289229429 0.0005826298635167223 0.00073996318481213148 0.0022209060777730852 0.0022097028090901482 0.0038030745240306423 0.00078718094597987121 0.0010020635819749173 -0.0010432144678823286 0.0025575314538888094 0.0011229114887056416 -0.00066072993597171776 0.0023325595002068353 0.00037417793862015621 0.00074199447736537178 0.0034007616009951534 0.0016274233167852838 0.0043975758349009538 0.0010864146197380735 0.002209631283128329 0.0033334218342965373 0.0017805780028510513 0.0011705931719125028
leaf_weight=24 131 28 26 22 26 29 23 101 21 24 57 38 20 48 35 23 30 72 21 1738 22 34 34 77 23 20 93 64 182 35
leaf_count=24 131 28 26 22 26 29 23 101 21 24 57 38 20 48 35 23 30 72 21 1738 22 34 34 77 23 20 93 64 182 35
internal_value=0 0.00142962 0.00162978 0.00133609 0.000455443 0.00225803 -0.000164838 0.00151785 0.00201858 0.0023004 0.00275161 0.00225374 0.0022682 0.000686348 0.000923448 0.000191005 0.00146808 0.00122112 0.000720154 0.00225488 0.0015999 0.00151662 0.002484 0.00227869 0.00230196 0.00270854 0.00288877 0.00266774 0.00226037 0.00230962
internal_weight=0 773 609 415 71 194 49 344 128 107 83 2348 2324 164 136 58 78 216 93 2304 123 72 165 2232 2155 200 180 157 1955 1773
internal_count=3121 773 609 415 71 194 49 344 128 107 83 2348 2324 164 136 58 78 216 93 2304 123 72 165 2232 2155 200 180 157 1955 1773
is_linear=0
shrinkage=0.00345121


Tree=708
num_leaves=31
num_cat=0
split_feature=4 2 1 150 15 148 150 0 149 2 1 484 3 3 13 43 3 96 150 15 2 4 51 3 3 52 42 3 42 0
split_gain=27.3813 8.00182 6.44782 8.16992 6.27824 5.41028 4.65614 5.02723 4.34912 4.59191 3.58185 3.55388 3.92992 7.96167 5.03619 4.30337 4.09054 3.48401 3.47962 4.39851 3.78603 3.40827 3.32511 3.17936 3.72547 3.56996 3.98421 3.02123 2.99029 2.85107
threshold=0.27287000000000006 0.17025000000000004 0.089625000000000024 1.0000000180025095e-35 -0.094329999999999983 -0.063899999999999985 -0.07848999999999999 -0.16360999999999995 0.07770500000000001 0.25063000000000007 0.11690500000000002 -1.0000000180025095e-35 -0.081924999999999984 -0.080409999999999995 0.0049450000000000006 -0.081374999999999989 -0.11255999999999998 0.086715000000000014 0.085395000000000013 -0.083359999999999976 0.096015000000000017 -0.008819999999999998 -0.047599999999999996 -0.14186499999999996 -0.12018999999999998 0.10744000000000002 0.079510000000000011 0.10732000000000001 0.11883500000000001 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 6 -5 -6 -4 -8 9 17 18 21 14 -14 -13 -15 22 -2 -7 20 -20 -9 -16 25 -25 26 -1 28 -26 -17
right_child=8 -3 3 4 5 10 7 11 -10 -11 -12 12 13 15 16 29 -18 -19 19 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0023538139590559173 0.0010171203467680494 0.00026531722270349626 0.00075123360720876875 -0.00060666937609571458 -0.00035144120869083433 0.00086276244723842922 0.0034609660826676616 0.0032550856469051393 0.0021989768032202226 -0.00068335317029119904 0.00043585682461088466 0.0029039539455644938 -0.00052278978660586168 0.00059061538186060689 0.0014673346017596038 0.0019975470826747929 0.00055067482711095689 -0.00041161158360542049 0.0024999695348187087 0.0031348173603203489 0.00046823087499782743 0.0018578853775923746 0.0029102498011199371 0.00096372283198413651 0.0020807194587146006 0.0015120738338755791 0.0038271976117394365 0.00086637637964803184 0.001398876000022249 0.0010126808966975866
leaf_weight=55 281 33 40 23 20 31 24 39 28 22 27 67 20 36 41 212 26 21 21 33 21 41 33 38 1685 27 34 25 77 40
leaf_count=55 281 33 40 23 20 31 24 39 28 22 27 67 20 36 41 212 26 21 21 33 21 41 33 38 1685 27 34 25 77 40
internal_value=0 0.00192149 0.00194146 0.00168481 0.00104155 0.00128932 0.0018677 0.00194484 0.000919615 0.000809053 0.00153605 0.00187927 0.00176816 0.00154154 0.00218612 0.00168489 0.00170517 0.000917771 0.00181629 0.00221042 0.0014841 0.00253902 0.0021108 0.00204658 0.00201206 0.00258975 0.00291668 0.00203435 0.00205092 0.00184122
internal_weight=0 2769 2736 795 176 153 619 579 352 324 133 555 475 308 167 288 100 302 106 75 42 80 74 1941 1825 116 89 1787 1762 252
internal_count=3121 2769 2736 795 176 153 619 579 352 324 133 555 475 308 167 288 100 302 106 75 42 80 74 1941 1825 116 89 1787 1762 252
is_linear=0
shrinkage=0.00338353


Tree=709
num_leaves=31
num_cat=0
split_feature=4 2 15 48 13 15 1209 11 15 0 15 2 129 52 159 3 42 43 2 0 12 1446 3 1186 43 0 4 1446 14 133
split_gain=22.1933 6.53484 6.1068 8.10219 7.99778 4.78996 5.54161 5.11087 4.85181 5.47316 17.1102 5.85985 4.86137 4.71615 5.18648 4.10356 3.98044 3.80579 3.62404 5.23647 3.99875 8.57307 3.79377 3.66073 4.0369 3.53966 3.51735 3.49882 3.47848 3.45926
threshold=0.27044500000000005 0.13622000000000004 -0.03241999999999999 0.094275000000000012 -0.0057949999999999989 0.013270000000000002 0.091045000000000001 0.077290000000000011 -0.15914499999999995 -0.11173999999999999 -0.015039999999999998 0.086100000000000024 0.102035 0.039215000000000007 0.10620500000000001 0.42240500000000009 -0.14609499999999997 0.0051600000000000005 -0.0091949999999999983 -0.07384499999999998 0.092550000000000007 0.10250500000000001 -0.015584999999999998 0.08426500000000002 -0.092909999999999979 -0.15202999999999997 -0.080584999999999976 0.09419000000000001 -0.47013499999999991 -0.10298999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 8 16 -1 10 11 -10 18 15 -15 28 -7 -18 19 -11 23 -22 -21 24 -20 -9 29 -26 -2 -19
right_child=13 2 4 -5 -6 7 -8 25 9 12 -12 -13 -14 14 -16 -17 17 26 20 22 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0024544962300132732 0.0019106026983128574 0.0034564938541634805 0.0012100503208362829 0.000839950049079635 -0.0013890818301050601 0.0029260195343763663 -4.5892674954513071e-05 0.001878050448100115 0.0028595581704441717 0.0022718400399409167 -0.001347876539770041 0.0012241239649823515 9.4009428733943855e-05 0.0020318719210253473 0.00036784159364306162 -0.00075424269730231942 0.0019511041137525627 0.0013284061475926433 0.0026454678351760653 0.0012525200901060433 0.0016204618934762395 -0.00065901688292456691 -0.0006926961928409662 0.00053850844260318635 0.0018223875769829815 0.0035867576478660918 0.0017025542243375099 0.0031404239733454232 0.00060160254118502021 -0.000387999608277832
leaf_weight=84 26 20 33 42 23 40 22 23 30 24 28 153 21 65 32 23 805 41 89 24 340 20 22 21 587 35 185 24 219 20
leaf_count=84 26 20 33 42 23 40 22 23 30 24 28 153 21 65 32 23 805 41 89 24 340 20 22 21 587 35 185 24 219 20
internal_value=0 0.00173148 0.000952462 0.001684 0.00014255 0.00176632 0.00163967 0.00193045 0.00166495 0.00161699 0.00111534 0.00149223 0.00170731 0.000843621 0.00148291 0.000612235 0.00187842 0.00183855 0.00173674 0.000990648 0.00178505 0.00149382 0.000322199 0.00193047 0.00197223 0.00290917 0.00147023 0.00187416 0.000740517 0.00076565
internal_weight=0 2756 118 62 56 2638 1489 1149 1467 1383 211 183 1172 365 97 268 1091 1051 1151 70 1081 360 46 721 700 58 246 611 245 61
internal_count=3121 2756 118 62 56 2638 1489 1149 1467 1383 211 183 1172 365 97 268 1091 1051 1151 70 1081 360 46 721 700 58 246 611 245 61
is_linear=0
shrinkage=0.00338353


Tree=710
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 14 47 2 2 52 15 14 1 1 2 12 1 106 52 16 159 2 52 475 14 47
split_gain=1716.35 281.373 170.974 134.977 118.177 83.5128 65.3221 61.3857 52.3377 51.7066 43.9039 31.3381 21.0711 19.5129 19.2906 17.3565 16.5331 16.4736 31.6165 16.4462 16.4356 13.7438 13.1409 14.091 15.6133 13.365 12.7381 12.1922 10.9865 11.4281
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.090050000000000005 0.14122000000000004 -0.56176499999999996 -0.087679999999999994 0.097795000000000007 0.16540500000000002 0.089770000000000016 0.097845000000000015 0.095565000000000011 0.087135000000000004 0.087690000000000004 -0.077024999999999996 -0.27167499999999994 0.095130000000000006 -0.055814999999999997 0.40674500000000008 -0.087794999999999998 -0.46413499999999996 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 12 6 9 14 -6 11 16 20 21 -13 -1 -11 22 19 -19 -15 26 28 -4 25 -25 -24 27 -5 -3 -30
right_child=1 2 10 5 8 -7 -8 -9 -10 15 -12 13 -14 17 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0049195632291787646 0.0047533447885216365 0.0032547442917223559 0.00040268502531325438 0.0042435817275549726 0.0042474057683244944 0.0026085356040887846 0.0032208769545703361 0.0027019725176756909 0.0025319220344392703 0.0060515617512964803 0.0028780430312896543 0.005387325204601787 0.0012890307812275987 0.0047780120133169681 0.0037208185043352562 0.0047574717555201665 9.7786686993425907e-05 0.0027439805155928666 0.0045554815627262425 0.0044016967087642531 0.0047016758959566012 0.0014251804425857938 0.001968493183178789 0.0027429958990765981 0.0012547609544678025 0.00082681129348821485 0.0041394342062766147 0.0050468359115183265 0.0022071981047104387 0.0028753922259232684
leaf_weight=38 74 23 24 29 82 26 38 66 39 67 23 45 30 401 42 20 22 21 45 303 395 21 20 20 22 64 25 887 159 50
leaf_count=38 74 23 24 29 82 26 38 66 39 67 23 45 30 401 42 20 22 21 45 303 395 21 20 20 22 64 25 887 159 50
internal_value=0 0.00251072 0.00223367 0.00470889 0.00268615 0.00478098 0.0048058 0.00357225 0.00369448 0.00483271 0.00129621 0.00479544 0.00225503 0.00460705 0.00429022 0.00575407 0.00108469 0.00456145 0.00397909 0.00461605 0.00491037 0.00236957 0.00122943 0.00138691 0.00196344 0.00109864 0.00499797 0.00502141 0.00245506 0.00236705
internal_weight=0 673 599 2448 404 2302 2276 146 121 2238 195 2151 283 815 80 87 172 770 66 704 1336 253 150 126 42 84 941 916 232 209
internal_count=3121 673 599 2448 404 2302 2276 146 121 2238 195 2151 283 815 80 87 172 770 66 704 1336 253 150 126 42 84 941 916 232 209
is_linear=0
shrinkage=0.00121906


Tree=711
num_leaves=31
num_cat=0
split_feature=1 1 16 457 48 16 34 51 51 34 2 10 12 2 156 156 3 11 159 11 16 52 4 52 0 401 97 472 1453 50
split_gain=23.7436 6.21184 6.22597 4.91231 4.60956 5.17019 3.65537 4.46405 3.94195 3.50426 6.07235 4.03864 3.45466 4.94449 3.17823 7.71793 6.90926 4.31989 3.63194 3.43395 3.84783 8.10912 5.61924 4.09402 3.98109 3.18519 3.02676 2.99142 2.87509 3.86535
threshold=0.11846000000000002 0.095950000000000021 0.5136400000000001 0.079590000000000008 0.085790000000000019 -0.54165499999999989 -0.084769999999999984 -0.12794499999999998 0.11917000000000001 -0.038779999999999995 0.11870500000000002 0.069930000000000006 -0.42850999999999995 0.31358000000000003 0.087380000000000013 0.085790000000000019 -0.12711499999999995 0.086080000000000018 -0.0060149999999999986 0.079915000000000014 0.19444000000000003 0.070205000000000017 -0.42529999999999996 -0.53299999999999992 -0.038659999999999993 0.080710000000000018 -0.079444999999999988 -0.072204999999999978 0.08154500000000002 0.10944000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 6 5 -5 -3 -8 -9 26 11 -11 -12 -14 15 17 -16 19 -18 20 22 23 -1 -22 25 28 -2 -4 29 -24
right_child=9 2 27 4 -6 -7 7 8 -10 10 12 -13 13 -15 16 -17 18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037180202939536217 0.00090513628313892622 0.0030986535089060981 0.0015630274167960992 0.0010568485986560917 0.0014928839399675623 -0.0015345723092864518 0.003165293011765497 0.0012597903314660517 0.0026584049586757647 0.0022679442324817873 0.0021619360197189298 0.00063982656440948499 0.00075969745107399005 -0.0010550470788319268 -0.00037909452212068118 0.003736606358404258 0.003099760313396557 0.00030942079969755555 0.0016383121604729878 0.0032140256298754939 0.0029782348969806458 -0.00061280573246986429 0.0020693814026298751 0.001496401874819226 0.0010419598065838382 0.002517824887163542 -0.0010113742199662397 0.0030342960263246171 0.0031917969175278807 0.0014124888480542875
leaf_weight=29 23 21 30 21 40 22 21 303 31 73 20 30 165 24 22 38 27 20 196 35 33 22 1242 123 52 213 23 54 29 139
leaf_count=29 23 21 30 21 40 22 21 303 31 73 20 30 165 24 22 38 27 20 196 35 33 22 1242 123 52 213 23 54 29 139
internal_value=0 0.00193193 0.00157378 0.00140265 0.000580103 -0.000268995 0.00158423 0.00149464 0.0013896 0.000909438 0.00105135 0.00179374 0.000685491 0.000529254 0.00201953 0.00206932 0.00161821 0.00203661 0.00181526 0.00205463 0.00203307 0.00151044 0.00208766 0.00180987 0.00205943 0.00209203 -5.3119e-05 0.00250884 0.00202771 0.00200326
internal_weight=0 2763 543 459 83 43 376 355 334 358 312 103 209 189 2220 1975 245 1937 223 1917 1882 178 1704 156 1675 1623 46 84 1410 1381
internal_count=3121 2763 543 459 83 43 376 355 334 358 312 103 209 189 2220 1975 245 1937 223 1917 1882 178 1704 156 1675 1623 46 84 1410 1381
is_linear=0
shrinkage=0.0037357


Tree=712
num_leaves=31
num_cat=0
split_feature=1 3 0 12 3 13 3 150 160 156 0 52 52 0 10 3 402 12 12 39 45 3 4 48 48 10 2 43 1 157
split_gain=19.2849 6.60123 5.22145 4.96504 4.97002 6.6742 5.09068 5.61595 3.87709 3.85011 3.5432 3.3786 3.17402 5.66439 3.08778 3.03375 3.00069 3.12622 6.05029 2.79388 2.72078 2.8588 6.68518 7.52347 2.6094 2.7487 3.29501 2.60635 5.15308 2.56594
threshold=0.10337500000000001 -0.034684999999999994 0.089620000000000019 0.051320000000000005 0.084940000000000015 -0.0013449999999999996 0.11658 0.12244500000000001 0.087570000000000023 0.096220000000000014 -0.17169499999999996 -0.083374999999999991 0.08257500000000001 -0.13027499999999997 -0.086389999999999981 -0.0025099999999999996 0.086055000000000006 0.10711000000000002 0.11472500000000001 0.10076500000000001 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.016865000000000002 0.094075000000000006 -1.0000000180025095e-35 0.10855000000000002 -0.03898999999999999 0.11103500000000001 -0.48214999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 8 3 4 5 15 -6 9 16 10 -8 -12 13 -13 -1 24 17 27 -19 20 21 29 -23 -24 25 -3 -27 -2 -29 -16
right_child=1 2 -4 -5 6 -7 7 -9 -10 -11 11 12 -14 -15 19 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00029478210930712807 0.0012419213459941719 0.00059192437580288021 -0.00094216126666129294 -0.0008183579223816367 0.002286616151752149 -0.0013080358490241658 9.4611164662214181e-05 -0.00069212069560315283 0.0027707332887036929 0.0025334934915152815 5.0665083499139999e-05 0.0011151914696455015 0.00070263371080767968 0.0032085045152169941 0.0027338882496538803 4.3583461152130506e-05 8.2958498828983627e-05 -0.0006264168817975913 0.0014573082833795727 0.00068654229328321157 0.0027288781469516181 0.0017488914771840332 -0.0013582676283307308 0.0014496535159976755 -1.1245366114187884e-05 0.0028686369035468059 0.0010082753457981688 0.001349402447295489 0.003099206785681847 0.0016201213562381835
leaf_weight=20 100 31 20 20 39 21 37 20 20 20 20 33 31 25 23 51 22 23 46 36 24 64 21 21 20 20 22 46 31 2194
leaf_count=20 100 31 20 20 39 21 37 20 20 20 20 33 31 25 23 51 22 23 46 36 24 64 21 21 20 20 22 46 31 2194
internal_value=0 0.000973185 0.000712879 0.000793613 0.000876278 0.000438991 0.00119696 0.000968478 0.00136183 0.00116855 0.000981572 0.00128265 0.0015595 0.00201748 0.00159275 0.000693766 0.00125669 0.00136166 0.000762733 0.00160364 0.00161771 0.00160623 0.00107404 4.56929e-05 0.00105032 0.00134116 0.00189416 0.00159514 0.00205387 0.00163168
internal_weight=0 718 430 410 390 165 225 186 288 166 146 109 89 58 2403 144 268 246 69 2383 2347 2323 106 42 93 73 42 177 77 2217
internal_count=3121 718 430 410 390 165 225 186 288 166 146 109 89 58 2403 144 268 246 69 2383 2347 2323 106 42 93 73 42 177 77 2217
is_linear=0
shrinkage=0.00331719


Tree=713
num_leaves=31
num_cat=0
split_feature=1 44 1 12 133 52 4 43 49 52 49 151 4 42 151 1 52 49 4 3 0 0 2 474 52 0 41 484 43 4
split_gain=16.3834 5.41108 5.65189 7.20549 5.65646 8.33462 3.87271 3.94683 3.86176 3.80686 3.54178 4.89449 4.36277 4.86118 3.66606 3.29328 3.00922 3.8278 5.78802 3.30678 5.15134 4.00391 2.83529 6.71089 6.66794 6.72878 4.40585 3.65244 3.61032 3.72447
threshold=0.11846000000000002 0.081805000000000017 0.086920000000000011 0.087505000000000013 -0.006494999999999999 -0.067494999999999986 -0.27825499999999997 -0.11720999999999999 -0.097394999999999995 -0.160465 -0.066019999999999981 0.015440000000000001 -0.068329999999999988 0.09112000000000002 -1.0000000180025095e-35 0.16773500000000005 0.056145000000000007 0.094245000000000009 0.50996500000000011 0.31370500000000007 -0.10324499999999999 -0.073309999999999986 0.085730000000000015 0.085070000000000021 0.11639500000000001 -0.09515499999999999 0.078065000000000009 0.058970000000000009 -0.52440999999999993 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 5 -4 9 -8 -5 -6 -9 12 -12 14 -14 16 19 18 -18 20 -2 -22 23 24 25 26 -1 -27 -24 -30
right_child=15 -3 3 8 6 -7 7 10 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 28 -25 -26 27 -28 -29 29 -31
leaf_value=0.0036028387494547579 0.0018323391926244202 0.0029981301602054252 -0.0020080093829318107 0.0030993775397318403 0.0012018011936178114 0.0012700292277567824 0.002220779117849308 0.0013853127297791484 0.0014887837628656084 0.0031870756098967105 -0.00035915294319321933 -0.0007830759006179635 0.00081124227249145496 -0.00056204726845816952 0.0020708094399004865 -0.00062426727197939698 0.0033804660216120298 0.00028744687354522326 0.0010525822773013104 -0.00026140236415377776 -0.0006247650963712724 0.00077778311819460958 7.8839922077125125e-05 -0.00019069559016766374 0.00029885078767874967 0.001751161472597132 0.0016541777872694004 0.0032956658088107828 0.0025067073524613743 0.0015075906835378492
leaf_weight=52 46 31 20 20 33 20 27 90 476 20 36 31 76 21 49 23 21 30 40 49 34 115 22 20 30 329 21 21 50 1268
leaf_count=52 46 31 20 20 33 20 27 90 476 20 36 31 76 21 49 23 21 30 40 49 34 115 22 20 30 329 21 21 50 1268
internal_value=0 0.00150643 0.0014895 0.00126011 0.000915832 -0.00036899 0.00105002 0.000905319 0.00155373 0.00195096 0.0007881 0.000535757 0.000760393 0.00103645 0.00130499 0.000690057 0.000780294 0.00133754 0.00185398 0.000572467 0.000782003 0.000457739 0.00160578 0.00184477 0.00193464 0.00205065 0.00304227 0.00184383 0.00152141 0.00154549
internal_weight=0 2763 2732 919 423 40 383 330 496 53 303 213 182 146 125 358 335 91 61 244 195 149 1813 473 453 423 73 350 1340 1318
internal_count=3121 2763 2732 919 423 40 383 330 496 53 303 213 182 146 125 358 335 91 61 244 195 149 1813 473 453 423 73 350 1340 1318
is_linear=0
shrinkage=0.00359063


Tree=714
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 0 1 4 14 0 1 2 13 12 50 150 3 4 3 11 0 160 4 47 15 151
split_gain=1871.22 226.673 199.62 124.54 112.397 97.1747 66.3909 57.2568 51.554 42.2206 38.636 38.3824 34.4716 31.6887 30.6387 26.3197 24.5521 22.8751 22.0451 20.7106 18.3926 24.2358 32.941 17.4968 17.2942 18.2685 15.6393 14.653 14.0369 16.4637
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 0.27287000000000006 -0.16363499999999997 -0.066089999999999996 0.12765500000000005 0.033845000000000007 0.076175000000000007 -0.23194499999999998 0.10124500000000002 0.11411 -1.0000000180025095e-35 0.13597000000000004 0.041865000000000006 0.091105000000000005 -0.11171999999999999 -0.046564999999999988 0.013900000000000001 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 0.024790000000000003 0.10019500000000002 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 15 7 12 16 -5 14 -9 17 -4 -1 19 -2 27 23 28 -10 -15 -22 -23 24 -8 -26 -18 -3 -7 -30
right_child=1 5 6 8 -6 18 11 10 9 -11 -12 -13 -14 20 -16 -17 26 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0061897174065138269 0.0046169832911782914 0.0021762279507977107 0.0051772939632760296 0.0048429153581628854 0.002405318137301422 0.0012324036132627218 0.0049728622745978546 0.002422931169939772 0.0042487331849969112 0.0018506135323247232 0.0011932871666908303 0.0042626102824751223 0.0062545356851336316 0.003621415621460137 0.0028715837945314038 0.0030739807349398013 0.0040134973404482256 0.0038362953899991181 0.0019324551717782269 0.002844307226842905 0.0054284771327240897 0.0048545561180132436 0.0032476361202339026 0.0055344255542841819 0.0034663233562631005 0.0046870498089414941 0.0026956127546307641 0.0032724041326135868 0.00091117581425266309 -0.00054881851896053044
leaf_weight=22 92 74 1095 35 74 29 573 70 71 28 83 171 46 23 71 20 32 29 23 20 56 70 26 67 22 106 23 24 22 24
leaf_count=22 92 74 1095 35 74 29 573 70 71 28 83 171 46 23 71 20 32 29 23 20 56 70 26 67 22 106 23 24 22 24
internal_value=0 0.00245755 0.00486836 0.004103 0.00357116 0.00194485 0.0050215 0.00228319 0.00348332 0.00323287 0.00175587 0.00478668 0.00522072 0.00481075 0.00347178 0.00434145 0.00281052 0.00489912 0.000888371 0.00394007 0.0046374 0.00479113 0.00441935 0.00493925 0.00488236 0.00447724 0.00346238 0.00244468 0.000568186 0.00014944
internal_weight=0 590 2531 422 186 404 2109 306 225 190 153 968 1141 197 162 112 153 797 98 91 175 152 96 768 701 128 55 98 75 46
internal_count=3121 590 2531 422 186 404 2109 306 225 190 153 968 1141 197 162 112 153 797 98 91 175 152 96 768 701 128 55 98 75 46
is_linear=0
shrinkage=0.00121906


Tree=715
num_leaves=31
num_cat=0
split_feature=1 52 52 9 13 44 3 15 15 40 42 14 447 14 1 4 4 12 12 0 147 48 1213 15 160 1 16 2 15 1
split_gain=18.5521 6.52092 7.96423 4.94273 5.25298 4.92409 4.53467 5.8541 5.30467 4.5904 4.08811 4.08524 3.4491 2.9913 5.05106 4.28641 3.73523 3.6171 4.10539 3.31232 3.94911 2.77847 7.61661 4.23268 5.10828 3.82052 3.643 2.77261 2.72176 2.66293
threshold=0.11453000000000001 -0.23375999999999997 -0.16675999999999999 -1.0000000180025095e-35 -0.01163 0.081805000000000017 0.11296500000000002 -0.0058549999999999991 -0.24436499999999997 0.051255000000000002 0.090835000000000013 0.062655000000000016 0.086460000000000023 -0.36617499999999997 0.15799000000000005 0.51303500000000013 -0.033174999999999989 0.11903500000000002 -0.10022999999999999 -0.05208999999999999 1.0000000180025095e-35 0.082620000000000013 0.084510000000000016 -0.033689999999999991 -0.40957499999999997 0.081670000000000006 -0.51370499999999997 0.11263500000000001 0.089295000000000013 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 4 -1 6 8 27 -5 11 -2 12 21 15 16 -4 -15 18 -18 20 -20 26 23 24 -23 -25 -10 -8 29 -13
right_child=1 2 13 5 -6 -7 7 -9 9 -11 -12 28 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014559647168916803 0.0027898501455197186 -0.0014624860573944876 0.0023754683828238836 0.00017374189211960799 -0.00089297354396715987 0.0028206636019124857 0.0022878707317116518 -0.00025245322760559201 0.0028848583126182474 0.0001769324685328732 0.00095939218020740498 0.0019059560259874085 0.00068730707217312475 0.0017476365947878443 -0.00077825374997489069 0.00045173178644322253 0.0014560679222829611 0.0017841184151383051 0.00071795053359510134 -0.00054044603927106273 -0.00080991096826081035 -0.00026450684497736246 -0.00072749126548085586 0.0012471989151144082 0.0013563015201572114 0.0031923493048907404 0.0015566851538011516 0.00073829756813373999 0.001604171539810677 0.0034419514669953482
leaf_weight=22 25 20 26 33 20 30 24 38 23 28 29 23 56 33 28 25 36 24 121 46 22 23 20 20 307 25 1896 27 44 27
leaf_count=22 25 20 26 33 20 30 24 38 23 28 29 23 56 33 28 25 36 24 121 46 22 23 20 20 307 25 1896 27 44 27
internal_value=0 0.000728014 0.000575111 0.00146646 0.000337423 0.00148439 0.00146906 0.000733143 0.00149499 0.00151249 0.00180683 0.00152767 0.00150077 0.000687998 0.000565521 0.00143246 0.000698946 0.000559963 0.000429386 0.000233828 0.000482895 0.00152045 0.0012671 0.00137348 0.00124334 0.00232784 0.0015726 0.00146751 0.00220589 0.00273539
internal_weight=0 435 381 2686 42 2644 2614 89 2525 2492 54 2464 2370 361 310 51 282 249 225 189 143 2314 395 375 330 45 1919 51 94 50
internal_count=3121 435 381 2686 42 2644 2614 89 2525 2492 54 2464 2370 361 310 51 282 249 225 189 143 2314 395 375 330 45 1919 51 94 50
is_linear=0
shrinkage=0.00331719


Tree=716
num_leaves=31
num_cat=0
split_feature=1 2 48 52 16 129 2 43 11 41 13 2 3 132 15 1 3 0 3 124 34 2 160 2 4 15 0 2 401 4
split_gain=15.0537 4.25503 4.03629 3.12817 7.79658 5.21583 4.28523 3.28594 3.12145 6.33472 6.69729 4.54431 2.84211 3.93591 2.96937 4.61373 2.78962 2.64691 3.16608 2.56579 3.16544 4.3546 2.54702 2.62216 2.51637 2.58043 2.46526 2.51229 2.79637 3.4383
threshold=0.11846000000000002 0.10252500000000002 0.13400000000000004 0.039215000000000007 0.40020000000000006 0.089245000000000005 0.12669500000000003 0.093175000000000022 0.079915000000000014 0.085095000000000018 0.073000000000000023 -0.0091949999999999983 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.13820500000000002 -0.073309999999999986 -0.07384499999999998 -0.014944999999999998 0.091025000000000009 -0.038779999999999995 0.116525 -0.26568499999999995 0.11585500000000001 0.41816000000000003 -0.12255999999999999 0.12500000000000003 0.10097500000000002 0.083100000000000021 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 24 16 22 11 10 -10 17 19 14 -14 -16 -6 -1 -19 20 -2 -22 -5 -24 25 -3 27 28 29 -13
right_child=12 2 -4 7 6 -7 -8 -9 9 -11 -12 26 13 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001355278214291201 -7.8257099108567971e-05 -0.00036938015515676286 -0.00038366578691509737 0.0026033270709694724 0.0015265454695335976 -0.00097132119307244619 0.0028722664027824936 0.00045435999685550308 0.0034256174441972109 0.00039008677787619834 0.0012844221403230352 0.0012821892759891855 0.0005669165313758114 0.0010663098084244106 0.00019142724733376014 -0.0019742615015897478 0.00039502316411068174 0.00078946397403650652 -0.00077204284218844422 -0.00028921070291256369 0.0015621277251789433 0.0006157053641910029 0.0018199119487686544 0.00085690943708941446 0.0015270388488479898 0.00072094821319067422 0.0022557563495233224 0.002165821965333355 0.0016510843344406374 0.00028630573834988806
leaf_weight=29 34 25 20 23 106 20 20 29 33 20 27 1675 22 28 20 20 28 33 22 23 79 132 74 47 34 188 29 35 210 36
leaf_count=29 34 25 20 23 106 20 20 29 33 20 27 1675 22 28 20 20 28 33 22 23 79 132 74 47 34 188 29 35 210 36
internal_value=0 0.00125923 0.00102515 0.00107259 0.000924267 0.000594744 0.00149558 0.00143353 0.00132611 0.00194408 0.00246208 0.00130222 0.00056436 7.4135e-05 -0.000373944 -0.000891417 0.00129011 0.000575839 0.000164861 0.000728987 0.000824573 0.000970053 0.00163073 0.00144585 0.000721551 0.000592975 0.00133296 0.00131928 0.00130385 0.00126124
internal_weight=0 2763 614 594 421 267 154 173 2149 80 60 2069 358 90 62 40 134 84 55 268 245 211 144 121 247 213 1985 1956 1921 1711
internal_count=3121 2763 614 594 421 267 154 173 2149 80 60 2069 358 90 62 40 134 84 55 268 245 211 144 121 247 213 1985 1956 1921 1711
is_linear=0
shrinkage=0.00318838


Tree=717
num_leaves=31
num_cat=0
split_feature=4 2 123 52 159 16 483 4 157 12 49 4 43 15 3 12 12 1446 4 49 4 4 15 475 4 3 0 157 15 484
split_gain=12.5881 5.2155 3.59969 3.36805 3.72436 3.23189 6.78214 4.06067 6.73001 4.97363 3.81759 4.8032 6.07531 3.17038 2.95448 3.32512 3.96167 2.9037 2.93973 3.83321 3.7284 5.48445 4.51221 3.19957 3.3663 4.94885 3.23312 4.40691 2.89806 3.6608
threshold=0.27044500000000005 0.17025000000000004 0.11135500000000001 0.039215000000000007 0.10620500000000001 -0.069144999999999984 0.083960000000000021 0.0033150000000000007 -0.066144999999999995 -0.10022999999999999 -0.23803499999999997 -0.58204499999999992 -0.52440999999999993 -0.040804999999999994 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 0.11018500000000002 -0.0052149999999999992 0.08734500000000002 -0.37944499999999992 -0.14098499999999997 0.082685000000000022 -0.085684999999999997 -0.083854999999999985 -0.10217499999999997 -0.082009999999999986 -0.081579999999999986 0.087685000000000013 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 -5 6 -1 9 -9 -7 -11 -12 -13 -10 15 -2 -17 18 20 -20 -14 22 -22 26 28 -26 27 -23 29 -25
right_child=3 -3 -4 4 -6 7 -8 8 13 10 11 12 17 -15 -16 16 -18 -19 19 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0014911481926630406 0.0020349016077283876 -0.00015196304204471712 -0.00016328762179792448 0.0017707247851523325 0.00015095931872414006 -0.00053481395655292777 0.0027210672179658773 -0.0013128311916442961 0.0008718061161399743 0.0029223313358173104 -0.00050093120818728906 0.0034915783321260545 0.0018069515188998022 0.0022629337460971888 -0.0009406967678346654 -0.0011112742281636574 0.00055942586843389674 0.0026919318633556164 0.0015940914451424695 0.0034674076056169967 -0.0011889698246328507 0.0022175492458843403 0.0012665512051112003 0.0014238346748417497 -0.00036495394824109665 0.0011595616395081365 0.0029693597537285314 -5.7897699793863338e-05 0.0011459580863051174 0.0037213489242419627
leaf_weight=1141 20 33 22 65 32 20 72 20 213 25 20 21 175 28 23 24 201 25 77 21 26 36 20 20 34 596 31 20 38 22
leaf_count=1141 20 33 22 65 32 20 72 20 213 25 20 21 175 28 23 24 201 25 77 21 26 36 20 20 34 596 31 20 38 22
internal_value=0 0.00138388 0.00140249 0.000615791 0.00123637 0.00141525 0.00156415 0.00129386 0.000853641 0.0013875 0.00141936 0.00138757 0.00142007 0.00103343 0.000391179 0.000516212 0.000381218 0.00138195 0.0013526 0.00199552 0.00129071 0.00118354 -0.000121352 0.00125885 0.00117265 0.00107729 0.00196234 0.00140489 0.00192366 0.00262729
internal_weight=0 2756 2723 365 97 2701 1213 1488 261 1227 1207 1182 1162 241 268 245 225 1141 1116 98 1018 843 46 797 710 630 87 56 80 42
internal_count=3121 2756 2723 365 97 2701 1213 1488 261 1227 1207 1182 1162 241 268 245 225 1141 1116 98 1018 843 46 797 710 630 87 56 80 42
is_linear=0
shrinkage=0.00388662


Tree=718
num_leaves=31
num_cat=0
split_feature=4 2 3 47 52 4 150 3 4 49 0 10 14 13 0 1375 151 0 4 49 4 48 14 0 52 52 2 4 133 16
split_gain=10.1963 4.22456 2.96537 2.75794 2.72812 3.12154 2.54457 3.15406 5.0941 4.94644 3.77408 4.59571 5.44158 3.44337 3.15137 2.53297 5.87881 3.15276 3.12725 2.93708 4.25312 2.9398 3.25693 2.59028 3.55422 3.83704 2.95217 3.23283 5.26944 3.84361
threshold=0.27044500000000005 0.17025000000000004 0.31370500000000007 0.14174500000000004 0.039215000000000007 0.50500500000000004 0.12068000000000002 -0.13927999999999999 0.50194500000000009 -0.014989999999999998 -0.10324499999999999 0.10513000000000002 -0.36617499999999997 -0.061684999999999997 -0.15931499999999996 -0.22860499999999997 -0.029339999999999995 -0.14920999999999998 0.076415000000000025 0.085350000000000023 0.015030000000000002 0.083985000000000018 0.077685000000000018 -0.13455999999999999 -0.091869999999999993 -0.081429999999999989 0.14838000000000004 0.024790000000000003 0.10722500000000001 -0.096824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 6 -6 7 8 -2 -9 14 12 13 -12 -11 16 -1 18 19 20 21 22 -17 24 -19 -26 27 29 -29 -25
right_child=4 -3 -4 -5 5 -7 -8 9 -10 10 11 -13 -14 -15 -16 17 -18 23 -20 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.0015974925528179913 0.00021069508991274479 -0.00013408505247606878 8.4389647594670212e-05 -0.00012426921578660884 0.002000684266975178 0.0005773339743000191 0.0015290201378342601 -0.0015352532116063515 0.0024916987426203568 0.00019935974568222986 0.00089700772409124043 0.0012701936077276369 -0.0021264869324588284 -0.0011581604959203285 0.0020311354081174997 0.0029312685237091202 -0.0011741518085970854 0.002046590011626272 0.003134214565680654 0.00023730996233647288 0.0034160245059333223 0.00041943883824661666 0.0012184897173616485 0.0019472024559182303 -0.0010294884304592028 0.00080973437148168905 0.0026591416770384898 0.0011110192260283796 -0.00023411670174034103 0.0012698623371025228
leaf_weight=25 44 33 32 21 35 62 24 27 21 30 29 23 25 20 25 27 20 21 22 20 20 27 40 130 23 58 22 274 50 1891
leaf_count=25 44 33 32 21 35 62 24 27 21 30 29 23 25 20 25 27 20 21 22 20 20 27 40 130 23 58 22 274 50 1891
internal_value=0 0.00122107 0.00123749 0.00125121 0.000543345 0.00109091 0.000345158 0.000228713 0.000947635 -3.23484e-05 0.000234615 -0.000217502 -0.000679894 5.81636e-05 0.00103199 0.00126203 0.000365651 0.00127739 0.00180274 0.00158414 0.00182043 0.00148094 0.00190871 0.0012442 0.000649654 0.000287486 0.00126982 0.00125678 0.000903437 0.00131343
internal_weight=0 2756 2723 2691 365 97 268 244 65 179 152 97 74 49 55 2670 45 2625 156 134 114 94 67 2469 102 81 2367 2345 324 2021
internal_count=3121 2756 2723 2691 365 97 268 244 65 179 152 97 74 49 55 2670 45 2625 156 134 114 94 67 2469 102 81 2367 2345 324 2021
is_linear=0
shrinkage=0.00381041


Tree=719
num_leaves=31
num_cat=0
split_feature=3 96 48 15 4 146 147 121 3 132 16 483 128 40 13 393 128 1348 0 16 43 11 3 2 1455 1456 52 3 1453 1453
split_gain=8.35544 6.41566 4.52975 4.02088 4.38282 4.37576 3.80832 3.73173 3.18748 3.14042 2.87887 4.83929 4.04165 3.65661 5.46806 3.12696 2.89277 2.96436 3.2104 4.73505 3.4049 3.53494 9.30805 3.11497 2.98017 3.462 3.36229 3.2375 3.4099 5.7027
threshold=0.31370500000000007 0.087655000000000025 0.14174500000000004 -0.26481999999999994 0.41816000000000003 0.084720000000000004 0.087210000000000024 -0.052794999999999988 0.076840000000000006 0.10613500000000002 -0.069144999999999984 0.083960000000000021 0.11170500000000001 0.051255000000000002 0.18141000000000002 0.084845000000000018 0.092940000000000009 0.08388000000000001 -0.14920999999999998 -1.0000000180025095e-35 -0.20207499999999998 1.0000000180025095e-35 -0.10217499999999997 0.095545000000000005 -0.23681499999999997 -0.14739999999999998 -0.56022499999999986 -0.086049999999999988 -0.077764999999999987 -0.044999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -6 -2 11 -9 13 14 15 16 17 18 19 -12 -20 22 -22 -23 -24 -26 -27 -28 -29 -30
right_child=9 -3 -4 5 8 -7 -8 10 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 20 -21 21 23 24 -25 25 26 27 28 29 -31
leaf_value=-0.00089568908801678816 -0.00035068800236173406 -0.00079201866121189786 -0.0001224265063175673 0.0024738307111152238 0.00052661068187559912 0.0026122649791708941 0.00037529462958706865 0.0011181702285845154 0.0020324511196813787 0.0010533629198915312 0.00072135784181945426 0.0020585568721951195 -0.0006319743910027214 -0.00034534734373054389 0.0021297010580472696 -0.00043794597588251127 0.0022605799448810336 0.0022544032040778613 -0.00037298090486221079 0.0031146772584042309 -0.0010134454306174935 0.0027584053431302306 0.0018819166621767826 0.0012267282041047681 -0.0002616510673214665 0.0021173007704346075 0.0013294751038428303 0.0019077004163682166 -0.0011201468856498944 0.00078584104334583095
leaf_weight=24 82 25 44 23 135 22 104 1166 20 26 21 72 20 26 50 20 21 21 26 20 32 21 38 76 32 28 163 32 20 711
leaf_count=24 82 25 44 23 135 22 104 1166 20 26 21 72 20 26 50 20 21 21 26 20 32 21 38 76 32 28 163 32 20 711
internal_value=0 0.000983856 0.000998715 0.00101547 0.000504162 0.00104857 0.00103603 0.00106207 0.000720913 -1.26757e-05 0.00104966 0.00117286 0.000938969 0.000962105 0.000987626 0.000943084 0.00096497 0.000943046 0.000920473 0.00188883 0.000886798 0.000915206 0.000856132 0.00155833 0.000914556 0.000877274 0.000915477 0.000879137 0.000782931 0.000733694
internal_weight=0 3013 2988 2944 179 2765 2743 2639 155 108 2616 1238 1378 1358 1332 1282 1262 1241 1220 41 1179 1153 1056 97 1024 986 954 926 763 731
internal_count=3121 3013 2988 2944 179 2765 2743 2639 155 108 2616 1238 1378 1358 1332 1282 1262 1241 1220 41 1179 1153 1056 97 1024 986 954 926 763 731
is_linear=0
shrinkage=0.00352023


Tree=720
num_leaves=31
num_cat=0
split_feature=96 2 1348 147 39 0 15 11 14 400 2 484 15 16 8 160 2 160 160 1209 42 51 16 52 2 481 15 39 4 4
split_gain=6.95922 5.77718 3.56798 3.43503 2.93675 3.33194 2.7097 4.41973 3.87195 3.62146 4.47761 3.39936 3.85721 5.44201 4.33031 3.50129 4.17184 4.27997 3.85926 3.84737 3.08 3.04452 3.68033 6.42607 3.38784 3.39148 3.12759 3.11396 3.86276 4.57831
threshold=0.090365000000000015 0.13404500000000005 0.090205000000000021 0.097985000000000017 -1.0000000180025095e-35 0.056435000000000006 1.0000000180025095e-35 0.077290000000000011 0.078235000000000013 -0.077004999999999976 0.091265000000000013 0.088605000000000003 -0.41942499999999994 -0.42170999999999997 0.086615000000000011 0.055845000000000006 -0.0050599999999999994 0.11281500000000001 0.23378500000000005 0.086895000000000014 -0.14723999999999998 0.11144500000000002 -0.095094999999999985 0.26521500000000003 0.12358500000000001 -0.0015899999999999998 -0.14147499999999996 0.10166000000000001 -0.17966999999999997 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -6 9 20 -9 10 -1 12 13 -11 15 19 -17 -18 -19 21 -8 24 -23 -24 25 -14 -27 28 -28 -30
right_child=-2 4 -4 -5 5 -7 7 8 -10 11 -12 -13 14 -15 -16 16 17 18 -20 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.00087565738448458497 -0.0012612634150125869 -0.0010261276701158206 -0.00027788755375690469 0.0025369985360217582 0.00064721291157667014 -0.00098396483412976172 0.0022074358212515054 0.0032140013362255016 0.001225016048014012 0.00101024281390456 -0.0014039989298758463 0.0014470899759755063 0.0015211890465751461 -0.0011014964130844629 0.0026267740381164342 -0.00038331148542123126 0.0017172772994366035 -0.00060796343181338604 0.0011763354909343421 -0.00083293442096429339 0.0010422157386043107 0.0011638098478482528 0.00091648107850733412 -0.0017933485718443984 -0.00038644467646127252 0.0014448420735403472 0.0013633668391809233 -0.00058350918181827134 -0.00052045697096292343 0.00074762866464440718
leaf_weight=29 21 20 32 21 200 20 34 27 30 37 22 162 117 34 21 21 181 24 66 21 1053 30 24 27 30 104 135 25 45 508
leaf_count=29 21 20 32 21 200 20 34 27 30 37 22 162 117 34 21 21 181 24 66 21 1053 30 24 27 30 104 135 25 45 508
internal_value=0 0.000939677 0.000987328 0.00100164 0.000371836 0.000498924 0.000990158 0.0011329 0.00216717 0.000891965 -0.000107724 0.000923593 0.000865106 -1.01259e-06 0.0009097 0.000883147 0.00125282 0.00137961 0.000700522 0.000781884 0.00107866 0.000814335 0.000104808 -0.000518135 0.000873953 0.000914437 0.000827546 0.000737506 0.000785508 0.000644439
internal_weight=0 3100 2860 2828 240 220 2807 1144 57 1663 51 1612 1450 71 1379 1358 292 271 90 1066 1087 1045 81 51 964 934 817 713 688 553
internal_count=3121 3100 2860 2828 240 220 2807 1144 57 1663 51 1612 1450 71 1379 1358 292 271 90 1066 1087 1045 81 51 964 934 817 713 688 553
is_linear=0
shrinkage=0.00381041


Tree=721
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 14 1 4 2 2 4 4 1 150 43 1 151 4 2 52 52 3 15 10 151 133 4
split_gain=1669.71 280.978 172.203 130.768 96.4617 79.6794 55.1431 43.1239 41.6095 40.7675 30.4085 29.9327 27.3268 27.2007 23.2422 42.2943 17.2968 14.6146 13.82 11.3867 11.6626 13.8414 10.9418 10.8363 10.6094 10.0978 11.1413 9.99185 9.92652 9.231
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.14753000000000002 -0.090999999999999984 0.27834500000000006 -0.013125 0.086455000000000018 0.081835000000000019 0.066275000000000014 0.087135000000000004 -0.088784999999999989 0.033845000000000007 0.11510000000000002 0.40674500000000008 -0.56176499999999996 -0.010424999999999999 -0.41942499999999994 -0.38124499999999995 -0.083844999999999989 -1.0000000180025095e-35 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 8 14 11 12 -5 29 13 -1 -4 17 27 -17 23 22 -3 -21 -22 -14 -7 -15 -13 -27 -16 -19 -6
right_child=1 2 7 9 10 6 -8 -9 -10 -11 -12 25 18 24 15 16 -18 28 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0038403322993488752 0.005497509140527608 0.0032305523853409473 0.0026548671898095825 0.0049851086534944003 0.0056674614070172605 0.0063422802406012321 0.0034860762850532317 0.0029463486750055065 0.0070230368322368453 0.0028301323734781949 0.0030177659485424576 0.0010831165127978977 0.0058301557544001943 0.0017820114230411481 0.0061059227096351542 0.0045942633206284417 0.0026266870101190548 0.0053194062412735294 0.0054479124943316798 0.0018836608172799316 0.0032842504605030865 0.0021253797016776259 0.0047725907165304835 0.0054873446956885197 0.00077703852517140731 0.00074647337211446424 -0.00067895897775755473 0.0050525790815324195 0.0041695540759950243 0.0044640357718738312
leaf_weight=20 76 40 40 34 23 41 48 37 59 61 33 32 907 41 24 20 25 43 389 88 48 55 25 366 72 25 30 335 33 51
leaf_count=20 76 40 40 34 23 41 48 37 59 61 33 32 907 41 24 20 25 43 389 88 48 55 25 366 72 25 30 335 33 51
internal_value=0 0.00263692 0.00228341 0.00541505 0.00303884 0.00548884 0.00513238 0.00136163 0.00572691 0.00360139 0.00427667 0.00111732 0.00566988 0.00153728 0.00522147 0.00494235 0.00350117 0.00545493 0.00569758 0.00246547 0.00230525 0.00266544 0.00580179 0.00557347 0.00114167 0.000378768 -3.10352e-05 0.005123 0.00482013 0.00483807
internal_weight=0 691 615 2430 338 2335 935 277 1400 95 107 240 1341 153 887 404 45 483 1321 231 191 103 932 407 113 87 55 359 76 74
internal_count=3121 691 615 2430 338 2335 935 277 1400 95 107 240 1341 153 887 404 45 483 1321 231 191 103 932 407 113 87 55 359 76 74
is_linear=0
shrinkage=0.00157699


Tree=722
num_leaves=31
num_cat=0
split_feature=4 1 44 2 15 13 48 457 3 10 0 15 158 1209 0 4 15 11 152 51 13 42 43 133 1447 1447 12 43 4 0
split_gain=9.27826 3.73723 3.62099 2.82885 5.15309 6.02181 3.46954 2.83934 2.7162 3.01366 2.52701 2.3873 3.84988 3.27792 3.19228 4.3422 6.1417 3.08413 2.76026 2.9377 8.39497 5.42634 2.60883 2.62835 2.82582 2.90794 2.8232 2.47762 4.39116 2.98393
threshold=0.27044500000000005 0.14262000000000002 1.0000000180025095e-35 0.13622000000000004 -0.03241999999999999 -0.0069799999999999992 0.094535000000000022 0.31508000000000008 0.63141500000000017 -0.094984999999999986 -0.23051499999999997 1.0000000180025095e-35 -0.46413499999999996 0.091045000000000001 -0.12333499999999999 -0.047864999999999991 -0.07490999999999999 0.077290000000000011 0.087525000000000006 0.11144500000000002 -0.019614999999999997 -0.050249999999999996 0.0051600000000000005 -0.091869999999999993 -0.086059999999999984 -0.085024999999999989 0.089085000000000011 0.10915000000000001 -0.079329999999999984 -0.081784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 10 9 -2 -1 12 -12 14 15 -14 -17 22 19 -16 -21 -22 23 26 -25 -26 -13 28 -24 -29
right_child=8 -3 -4 4 5 -7 -8 -9 -10 -11 11 17 13 -15 18 16 -18 -19 -20 20 21 -23 27 24 25 -27 -28 29 -30 -31
leaf_value=0.0019236165493548476 -0.00050911536632473496 -0.00019084295878891546 0.0018430369848119674 0.0022217347330972734 0.00062458132792359228 -0.0017586182926518606 0.00029121667010443788 -7.9818732967042245e-05 -0.00079688763070089302 0.00055964353796192617 0.0023229292451886342 0.001354303805039967 0.0018234278156636578 -0.0004131596759167397 0.0010060189969611202 0.00049822128014527056 -0.0015224375077811457 0.0018215633851108226 -0.00026006526900700084 0.0011850961692539685 0.00037793403498202543 -0.0019616017443493308 -0.00030473817938935101 0.0019869913107041113 -0.00022548836013958117 0.0010577211360268603 0.002765272892430972 0.001704811923180464 0.00087284548369767449 0.00049100050156042417
leaf_weight=31 32 31 51 20 28 20 21 28 20 313 20 71 20 22 1075 96 20 59 21 66 24 20 51 35 20 685 20 52 110 39
leaf_count=31 32 31 51 20 28 20 21 28 20 313 20 71 20 22 1075 96 20 59 21 66 24 20 51 35 20 685 20 52 110 39
internal_value=0 0.000954427 0.000967456 0.000950757 0.000369283 -0.000368419 0.00123293 0.000970776 0.000391614 0.000460512 0.000982281 0.000970728 0.000878094 0.000856909 0.000877729 0.000395949 0.000149832 0.00108299 0.00093206 0.000953186 0.000436861 -0.000685491 0.00104276 0.00113241 0.00106699 0.00102132 0.00166441 0.000747106 0.000499822 0.00118461
internal_weight=0 2756 2725 2674 89 48 41 2585 365 345 2557 2526 1384 1364 1342 136 116 1142 1206 1185 110 44 1083 831 740 705 91 252 161 91
internal_count=3121 2756 2725 2674 89 48 41 2585 365 345 2557 2526 1384 1364 1342 136 116 1142 1206 1185 110 44 1083 831 740 705 91 252 161 91
is_linear=0
shrinkage=0.00331719


Tree=723
num_leaves=31
num_cat=0
split_feature=1 399 148 11 105 4 484 147 132 52 160 0 43 133 4 43 475 1 3 13 42 11 151 1 1 16 1 3 457 48
split_gain=7.59823 6.15009 5.67142 5.45598 4.87088 6.38129 4.61201 3.06621 3.34343 3.71936 3.1965 2.6388 8.41425 6.32701 3.50928 3.43976 3.87762 5.09301 3.0597 2.99899 2.77456 4.30017 3.8492 4.23226 3.40235 2.67178 2.58679 2.60936 2.56576 2.39658
threshold=0.095950000000000021 1.0000000180025095e-35 -0.11174999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0086549999999999978 -0.020124999999999994 0.099730000000000027 0.093030000000000015 -0.23798499999999997 0.10648000000000001 0.034820000000000011 -0.071629999999999985 0.039215000000000007 -0.42529999999999996 -0.14386499999999997 -0.088274999999999978 0.080270000000000022 -0.045649999999999989 0.0061450000000000003 0.086730000000000015 0.076920000000000002 0.050660000000000004 0.090740000000000015 0.089475000000000013 -0.095964999999999981 0.09697500000000002 0.149315 0.087195000000000009 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 5 6 -5 8 9 -7 29 15 13 -13 18 -1 17 -17 -14 20 21 22 23 24 -18 -21 -8 -28 -22 -11
right_child=1 -3 3 4 -6 7 26 -9 -10 10 -12 12 14 -15 -16 16 19 -19 -20 25 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013976214740640477 -0.0011801829566314968 -0.0011010593889974451 -0.001103935403676589 0.0023288887237007967 0.002255289695454952 0.001780146483908731 -0.00025293205519910579 -0.00086213038687907523 -0.00054775108561280165 0.0005591507240989053 0.001609733125347066 -0.0019775021123438117 0.0025781877778851083 0.00059125323901356667 0.0001638810986007 0.00078638354208483262 0.0010748161618717661 -0.0012803836494027214 0.00096889723818316897 0.0015326099317764573 0.00078156329490737661 0.0025734812069688104 -0.00022358045013300316 0.0019980977471344653 -0.0001916451656482474 0.00027699891333331358 0.001110323823062889 0.00011922928204026554 0.001955176167460887 -1.8244689151636822e-05
leaf_weight=181 20 25 20 28 22 26 21 21 35 272 26 23 21 21 33 39 849 21 38 23 696 22 26 56 25 124 232 35 22 118
leaf_count=181 20 25 20 28 22 26 21 21 35 272 26 23 21 21 33 39 849 21 38 23 696 22 26 56 25 124 232 35 22 118
internal_value=0 0.000553685 0.000600909 0.000642523 0.000684305 0.000641846 0.00101793 0.000403207 0.000458913 0.000538627 0.000461032 0.000922098 0.000465455 -0.000751505 0.00104748 0.000951898 0.000909504 6.3015e-05 0.0015417 0.000937062 0.000977245 0.0010945 0.00106047 0.00109637 0.00103859 0.000473455 0.000890474 0.000980405 0.000817524 0.000384452
internal_weight=0 901 876 856 836 814 316 498 477 442 416 2220 136 44 92 2084 1903 60 59 1843 1696 978 956 930 874 147 288 267 718 390
internal_count=3121 901 876 856 836 814 316 498 477 442 416 2220 136 44 92 2084 1903 60 59 1843 1696 978 956 930 874 147 288 267 718 390
is_linear=0
shrinkage=0.00338353


Tree=724
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 47 2 4 0 4 2 34 52 150 4 15 0 3 131 2 31 0 52 2 160 4 0
split_gain=1376.4 232.177 142.696 111.491 73.9914 65.3099 45.4297 40.8807 39.8066 36.8353 30.0378 40.771 26.3986 22.9377 29.3681 22.7313 28.0816 20.3641 18.4724 15.279 14.102 14.1019 18.1533 12.7116 11.6497 11.4684 15.3328 21.5953 11.4509 15.3962
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.11474000000000002 0.0061450000000000003 -0.11173999999999999 -0.067104999999999984 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.090480000000000019 0.41555500000000006 -0.028889999999999996 -0.079119999999999982 -0.047929999999999993 0.08844500000000001 0.31358000000000003 -0.077289999999999984 -0.15599999999999997 -0.024714999999999997 0.11682500000000001 -1.0000000180025095e-35 -0.49013999999999996 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 10 18 13 -6 11 24 -7 14 23 16 -12 -16 -5 -13 -14 22 -15 -4 -1 -3 27 -27 -21 -30
right_child=1 2 8 7 9 12 -8 -9 -10 -11 15 19 20 21 17 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0039850875990536825 0.0045650215695363996 0.0019143232305683627 0.0014103201083578618 0.0044865850234239229 0.0040303382543565181 0.0022826685906643328 0.005592758235275155 0.0025214083009880814 0.0026547138388533903 0.0021318625071406311 0.004070924993708697 0.0047808871480787647 0.0041240082505274184 0.00080658967196379138 0.0029635040676527151 0.0046306416601577778 0.0024048736420002824 0.0015444977135859609 0.002942179579342698 0.0048830420504291025 0.0029245704239846942 0.0017437206779381956 -0.00063864178033752909 -2.0737868842481418e-05 0.0027417054242702948 0.0039630090999083697 0.0019726104247532739 0.0023938007633667394 0.0045220809368373962 0.0038448118149377463
leaf_weight=43 76 108 22 47 81 20 85 64 37 24 144 1157 115 74 28 119 21 53 20 117 21 20 20 23 20 24 54 47 364 73
leaf_count=43 76 108 22 47 81 20 85 64 37 24 144 1157 115 74 28 119 21 53 20 117 21 20 20 23 20 24 54 47 364 73
internal_value=0 0.00234566 0.0020714 0.00449846 0.00265832 0.00456728 0.00462849 0.00329071 0.00135524 0.0035964 0.00458866 0.00465372 0.00372648 0.0011549 0.00155069 0.00418226 0.00385888 0.00203502 0.00402557 0.00469288 0.0039388 0.000717449 0.000499094 0.00067889 0.00359036 0.00223557 0.00251313 0.00292424 0.00450907 0.00440894
internal_weight=0 691 615 2430 338 2299 2143 131 277 105 2058 1774 156 240 126 284 165 81 67 1711 136 114 94 45 63 233 125 71 554 437
internal_count=3121 691 615 2430 338 2299 2143 131 277 105 2058 1774 156 240 126 284 165 81 67 1711 136 114 94 45 63 233 125 71 554 437
is_linear=0
shrinkage=0.00134594


Tree=725
num_leaves=31
num_cat=0
split_feature=1 46 1 1456 0 52 394 160 151 9 11 131 13 131 3 12 1 1212 480 157 49 1453 0 49 3 4 15 16 48 50
split_gain=9.38542 3.78876 3.50215 5.6696 5.08005 5.72875 3.70939 3.56653 4.52819 2.701 2.62291 2.67211 5.78761 3.82727 3.09595 2.6461 4.64456 2.69818 2.58983 2.85507 2.83468 2.54934 2.48621 6.27206 4.2047 4.27281 3.54697 3.27291 2.71322 2.4347
threshold=0.11846000000000002 0.084955000000000017 0.086920000000000011 -0.077349999999999988 -0.13027499999999997 0.0031350000000000002 -0.083324999999999982 0.089640000000000011 0.061780000000000009 0.099965000000000012 0.083010000000000014 0.07635500000000002 -0.013304999999999999 0.12193000000000001 0.10732000000000001 0.087695000000000009 0.076935000000000017 0.10610000000000001 0.11747 -0.21914999999999998 -0.083094999999999988 -0.064249999999999988 -0.10474999999999998 0.10440000000000001 0.149315 -0.04890499999999999 -0.40580499999999992 -0.39185999999999993 0.094925000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 7 -6 8 -5 22 11 14 -13 -14 15 17 18 -1 19 -17 -21 -22 23 27 25 -24 -26 -2 -27 -23
right_child=9 -3 3 4 6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 20 21 29 24 -25 26 28 -28 -29 -30 -31
leaf_value=0.0011041683012563927 0.00069417124068170996 0.0021028544493404762 0.0018188173418104223 0.0004340652577556543 -0.00031080375174820358 -0.0012626150863397326 0.00085155575416617096 0.0013080847781395944 -0.0010977074426609897 -0.0004984920188123228 -0.00016552585981844276 0.002029227915517033 0.0012024402410293479 -0.00016083015763366899 -0.0002606092761042661 -0.00015076085087420112 -0.00066757737305050253 -5.8679160676232077e-05 0.0019683374677563334 -0.000189805053811447 -0.00016992354355623411 0.00026474058514233825 0.0017799126994128816 -0.000498632171195728 0.00036701102447051008 0.0004683901459912614 -0.0013034569612442148 0.0020663181742208163 -0.00073651105431283247 0.00098810896810543405
leaf_weight=775 35 25 44 132 28 22 640 36 22 33 20 71 89 26 21 28 20 20 20 24 21 49 22 24 23 140 27 33 21 630
leaf_count=775 35 25 44 132 28 22 640 36 22 33 20 71 89 26 21 28 20 20 20 24 21 49 22 24 23 140 27 33 21 630
internal_value=0 0.000891491 0.00088043 0.00072379 0.000669038 0.000247456 0.000802834 0.000422306 0.000215241 0.000353578 0.000960218 0.000972768 0.00132748 0.000894223 0.000931738 0.000947516 0.000819635 0.00107491 0.000858164 0.000828638 0.000866516 0.000902732 0.000440096 0.000875188 0.0002683 0.000487792 -0.000535042 0.00136007 0.000311229 0.000935907
internal_weight=0 2763 2738 924 880 212 668 190 154 358 1814 1794 186 115 1608 1587 792 795 772 752 724 700 325 92 233 183 50 68 161 679
internal_count=3121 2763 2738 924 880 212 668 190 154 358 1814 1794 186 115 1608 1587 792 795 772 752 724 700 325 92 233 183 50 68 161 679
is_linear=0
shrinkage=0.00312586


Tree=726
num_leaves=31
num_cat=0
split_feature=1 399 148 11 4 484 1348 96 12 10 15 0 159 39 160 124 148 147 15 1213 43 11 49 475 393 393 1213 42 474 48
split_gain=7.62543 4.99878 4.6841 4.55892 4.11204 3.68242 2.81796 3.02016 3.59148 4.09989 3.85925 4.08794 3.55564 3.17669 2.63794 3.24523 2.36716 2.58731 2.51649 2.72422 2.97767 2.57457 2.68189 2.28535 2.3493 2.91856 3.2594 2.26322 2.24422 2.42012
threshold=0.095950000000000021 1.0000000180025095e-35 -0.11174999999999997 -1.0000000180025095e-35 -0.008819999999999998 -0.020124999999999994 0.089175000000000018 0.087655000000000025 -0.12529499999999996 -0.094984999999999986 -0.076244999999999993 1.0000000180025095e-35 -0.020314999999999996 0.10308000000000002 -0.24143499999999998 -0.078224999999999989 -0.098399999999999974 0.089365000000000014 -0.15914499999999995 0.12389500000000002 -0.0098449999999999979 0.086080000000000018 0.12595000000000003 0.068270000000000011 0.098330000000000015 0.084845000000000018 0.10336000000000002 0.087405000000000024 0.10938000000000002 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 -4 5 -5 7 8 -6 -10 11 13 -12 14 -11 27 -1 18 -18 21 -21 22 23 24 25 26 28 -16 29 -20
right_child=1 -3 3 4 6 -7 -8 -9 9 10 12 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021281622658845287 -0.0010718521836797412 -0.00098421268265821331 -0.0010093972743546805 0.002223653172382409 0.0016649407972362568 0.00088743516847949468 -0.0007665951521582772 -0.00066800205596489993 -0.00075621755544115574 0.0015130811026863955 -0.00022001343594111437 0.0016161634471325321 0.001403270866352188 -0.00085447277278084019 -0.0011843336078203575 0.000516565884591825 0.0016156160790191155 -0.00014235712870415225 0.0009563914764305079 0.0022468459343599348 0.00096931574658003922 -0.0003208162557851323 0.00018530635199183774 0.0018456136448695073 0.0015311962020471391 -0.00013786132889023997 -0.00046003468660255347 0.00030597740883530705 0.0018175550999209584 0.00047518701735920144
leaf_weight=21 20 25 20 28 37 293 21 24 29 23 20 30 102 29 28 149 69 27 1590 40 52 21 60 34 76 33 21 23 35 141
leaf_count=21 20 25 20 28 37 293 21 24 29 23 20 30 102 29 28 149 69 27 1590 40 52 21 60 34 76 33 21 23 35 141
internal_value=0 0.000567898 0.000612194 0.000651541 0.000691276 0.00100399 0.000496361 0.000550049 0.000612248 0.000522295 0.000614069 0.000387768 0.00113716 0.00024153 0.00038406 0.000254222 0.00095188 0.000940647 0.00095411 0.000932406 0.00152476 0.000905306 0.000918245 0.000941031 0.00092481 0.000899488 0.000918644 -0.000512233 0.000935039 0.000917195
internal_weight=0 901 876 856 836 321 515 494 470 433 404 282 122 252 223 200 2220 2199 2172 2103 92 2011 1990 1930 1896 1820 1787 51 1766 1731
internal_count=3121 901 876 856 836 321 515 494 470 433 404 282 122 252 223 200 2220 2199 2172 2103 92 2011 1990 1930 1896 1820 1787 51 1766 1731
is_linear=0
shrinkage=0.00352023


Tree=727
num_leaves=31
num_cat=0
split_feature=3 97 40 48 1 399 3 456 48 51 151 12 52 3 131 12 2 131 47 2 10 43 130 0 15 148 147 11 41 1443
split_gain=7.1072 4.5714 5.02954 3.19009 3.67689 4.2257 3.95362 3.32999 2.97561 4.8662 3.01076 2.91725 2.82175 3.09176 2.77574 3.04088 2.99849 2.66949 2.60603 2.5421 2.88333 2.43508 2.09544 2.90696 2.14634 1.98019 3.96969 2.93727 4.5976 2.68087
threshold=0.31370500000000007 -0.0047149999999999996 -0.07632499999999999 -0.098424999999999985 0.095950000000000021 1.0000000180025095e-35 -0.24462999999999999 0.094490000000000005 0.14174500000000004 0.10614000000000001 -0.088934999999999986 -0.42850999999999995 -0.56176499999999996 0.12745000000000004 0.095715000000000008 0.11903500000000002 0.13247500000000004 0.11495000000000001 0.094460000000000002 -0.0091949999999999983 0.10513000000000002 -0.077944999999999987 -0.09163499999999998 0.18019500000000002 0.083935000000000023 -0.098399999999999974 0.087350000000000025 0.079915000000000014 0.081560000000000007 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 22 6 -6 8 9 10 -8 -2 -12 14 15 16 19 -16 -11 20 -14 -18 24 25 -5 -24 27 29 -29 -27
right_child=11 3 -4 4 5 -7 7 -9 -10 18 12 -13 13 -15 17 -17 21 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00047669029263891141 0.00063871815956214825 0.0016510737480150742 -0.0014001630282689981 0.0021966729529778748 0.0018365415508628327 -0.00088668396883452929 0.0013598903083102062 -0.00064669553401157116 -0.00036968905987785997 0.0020154729699283828 0.0013250584706715756 -0.00048090827520721541 -0.001258469836463176 0.0012237508134148403 0.0015508857419172419 0.0010932932089031755 0.000169206211528025 0.00026843102648905056 0.00069077184381815984 0.00036133390929016051 0.0002912918442013572 -0.0013234108811606574 0.0017805417205634098 -0.00033387772116667114 0.00092655524062296157 0.00078172492005364267 -0.00037895512937584082 0.0021520631727587028 0.00029314536868735698 -0.00026894532319456939
leaf_weight=47 35 38 21 21 24 21 40 24 33 36 35 73 23 41 33 35 20 33 26 238 26 25 20 24 38 1977 30 38 21 25
leaf_count=47 35 38 21 21 24 21 40 24 33 36 35 73 23 41 33 35 20 33 26 238 26 25 20 24 38 1977 30 38 21 25
internal_value=0 0.000714377 -0.000102926 0.000733249 0.000721251 0.000522339 0.000565098 0.000519418 0.000562875 0.000613243 0.000517622 -0.000118066 0.000451432 0.000386923 0.000307685 0.000199429 0.000105196 0.000909658 0.00145995 0.000225179 -0.000436147 -0.000660026 0.000785893 0.000769513 0.00137863 0.000782057 0.000772507 0.000789268 0.00149041 0.000768605
internal_weight=0 3013 68 2945 2907 713 692 668 644 611 549 108 509 474 433 367 332 66 62 287 49 45 2194 2135 59 2111 2091 2061 59 2002
internal_count=3121 3013 68 2945 2907 713 692 668 644 611 549 108 509 474 433 367 332 66 62 287 49 45 2194 2135 59 2111 2091 2061 59 2002
is_linear=0
shrinkage=0.00318838


Tree=728
num_leaves=31
num_cat=0
split_feature=3 97 13 123 48 1 399 3 160 124 129 52 3 50 160 2 49 147 0 0 0 48 1452 16 130 43 4 16 2 131
split_gain=5.75683 3.70283 4.25733 2.61484 2.58398 2.97995 3.42704 3.20843 2.92777 2.90391 3.14466 2.48724 2.34522 2.9256 2.62659 3.78462 4.9002 2.33077 2.15762 2.09209 4.3039 2.71809 2.93947 2.97696 2.7042 3.80355 2.18174 2.10442 4.76086 3.67061
threshold=0.31370500000000007 -0.0047149999999999996 -0.0095349999999999983 0.084660000000000013 -0.098424999999999985 0.095695000000000016 1.0000000180025095e-35 -0.24190499999999995 0.11655500000000001 0.05852000000000001 0.088075000000000014 0.056145000000000007 0.0022600000000000003 0.094920000000000018 1.0000000180025095e-35 0.11682500000000001 -0.043469999999999995 0.088610000000000008 -0.15202999999999997 -0.14226499999999997 -0.13027499999999997 0.091690000000000008 0.086765000000000023 -0.0007049999999999999 -0.072444999999999982 -0.52440999999999993 -0.52556499999999995 0.0039400000000000008 0.084415000000000004 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 17 7 -7 9 10 12 -2 13 18 15 16 -14 19 -9 21 -21 22 23 -6 -22 -26 -27 -28 29 -29
right_child=11 4 -4 -5 5 6 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 24 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0005308090602379903 -0.00057688262001283472 0.0020399133859529254 -0.0018238166623545454 0.001519493998995061 0.00065742639100498242 0.0017910740685573778 -0.001095504364567219 -0.00072626404545840441 -0.00085035212822570259 -0.00062880804559036516 -0.00091821446171540331 0.00087777873457311106 4.0574909375548965e-06 0.0014680880532368763 0.0026140398197240038 0.00020240644376124653 0.0023162472360042678 -0.00024017029739873278 0.00056363696353068542 -0.00085470693271850443 0.0017228134933851163 0.0029811552277679318 0.0027624318588015226 0.0024767391871401557 -0.00087144364941671307 0.002171773807092897 0.0010211169117063164 -0.0020941074249739566 0.00081971328700120223 0.00055770117596543305
leaf_weight=22 76 38 20 26 96 48 21 27 25 31 21 32 25 66 23 62 59 30 311 25 88 20 21 21 22 28 1419 20 378 20
leaf_count=22 76 38 20 26 96 48 21 27 25 31 21 32 25 66 23 62 59 30 311 25 88 20 21 21 22 28 1419 20 378 20
internal_value=0 0.000882618 -0.000127166 0.000579772 0.000905934 0.000891111 0.000646647 0.000699062 0.000618421 0.000677172 0.000745329 -0.000145872 0.000806297 0.000625188 0.00123924 0.00102267 0.0016281 0.000971444 0.000460598 0.000988288 0.000949983 0.00147316 0.00125461 0.00098397 0.000972827 0.000937852 0.000959195 0.000940712 0.00066776 -0.000768203
internal_weight=0 3013 68 48 2945 2907 719 698 650 625 594 108 573 404 169 146 84 2188 338 2158 2000 158 138 117 1975 1887 1865 1837 418 40
internal_count=3121 3013 68 48 2945 2907 719 698 650 625 594 108 573 404 169 146 84 2188 338 2158 2000 158 138 117 1975 1887 1865 1837 418 40
is_linear=0
shrinkage=0.00437696


Tree=729
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 2 4 150 123 2 14 2 0 47 1 12 131 2 52 47 1 4 475 16 3 457 3 3 131
split_gain=1244.84 249.211 131.345 86.0147 79.4877 44.6234 40.9047 49.338 34.2859 27.3653 31.2869 26.8773 26.8375 25.877 40.8611 29.445 18.2007 13.067 17.3423 12.6831 11.8555 11.5286 11.283 11.0369 9.66665 9.40741 14.0022 11.6619 11.3229 9.40278
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.099185000000000009 0.088105000000000003 -1.0000000180025095e-35 0.14285500000000004 0.40945500000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.11474000000000002 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.087695000000000009 0.086835000000000009 0.31358000000000003 0.12492500000000002 0.090100000000000013 0.091450000000000017 -0.51843499999999987 -0.066784999999999983 0.13751500000000003 1.0000000180025095e-35 0.094310000000000019 0.20828500000000003 -0.0087149999999999988 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 19 8 7 -4 21 10 23 13 -6 14 15 -7 22 18 -8 20 25 -1 -15 -5 -12 28 27 -27 -3 -2
right_child=1 2 6 9 12 11 17 -9 -10 -11 24 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0050591522130658505 0.0049379115748030651 0.0021432151614427632 0.0029429099252276905 0.0048934409730466456 0.0041223560522132162 0.0045883917491389252 0.0010761072825337223 0.0014405644910414754 0.0022800026729019665 0.0029189822719213315 0.0026319151638758494 0.005554489937982153 0.0025679488128185512 0.0058971614198908839 0.0057732756841207744 0.0031973730717988324 0.0046630894916759383 0.0019174516678367383 -0.00034503454575247081 0.0034178535382099621 0.0030979746836463716 0.0036649437403794109 0.0049189140191421002 0.0042273661115554851 0.0038494844156667738 0.0034250515918988248 0.001716542662287627 0.0022551449100579484 0.0010201027500315041 0.0038914773224962133
leaf_weight=21 70 87 66 52 89 51 70 99 22 33 27 78 26 22 24 60 887 22 20 21 31 22 733 338 21 33 27 29 20 20
leaf_count=21 70 87 66 52 89 51 70 99 22 33 27 78 26 22 24 60 887 22 20 21 31 22 733 338 21 33 27 29 20 20
internal_value=0 0.00260828 0.00231338 0.00461635 0.00284601 0.00474279 0.00161537 0.0020415 0.00364663 0.00410093 0.00418998 0.0047812 0.00377092 0.00474725 0.00418081 0.00383649 0.00479383 0.000987596 0.000760298 0.00241712 0.00232454 0.00434584 0.00494742 0.00431618 0.0031646 0.00220222 0.00252553 0.00287784 0.00193329 0.00470537
internal_weight=0 730 640 2391 363 1920 277 165 65 471 438 1855 115 1777 135 111 1642 112 90 248 227 43 755 390 48 196 89 62 107 90
internal_count=3121 730 640 2391 363 1920 277 165 65 471 438 1855 115 1777 135 111 1642 112 90 248 227 43 755 390 48 196 89 62 107 90
is_linear=0
shrinkage=0.00134594


Tree=730
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 0 2 11 4 52 1 0 147 49 0 2 150 2 0 2 12 4 15 2 15 43
split_gain=1235.84 149.944 144.031 108.251 74.8929 56.8091 46.6891 41.3724 36.0924 27.2224 31.0097 25.9934 25.6334 24.1486 21.0341 20.3761 17.4432 17.2824 16.4892 16.0257 19.6595 15.5241 16.4573 15.2753 15.0351 14.6833 27.0883 13.8651 13.2165 10.1623
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.092550000000000007 -0.17966999999999997 0.082585000000000006 -0.068189999999999987 0.092235000000000025 1.0000000180025095e-35 0.033845000000000007 1.0000000180025095e-35 0.086105000000000015 -0.23194499999999998 0.088610000000000008 -0.012034999999999999 -0.073574999999999988 0.14285500000000004 1.0000000180025095e-35 0.089005000000000015 -0.11437499999999999 0.10381000000000001 0.11734000000000001 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.41396999999999995 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 15 16 11 -6 19 10 -9 21 18 23 -13 -1 -3 -2 -8 20 29 -4 -23 -12 -20 27 -27 -17 -7 -5
right_child=1 5 6 8 7 28 12 9 -10 -11 13 14 -14 -15 -16 25 -18 -19 24 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0047750914370961297 0.0024716458597394539 0.0021087896274660741 0.0041066787166205735 0.002222832577171908 0.003995376743045672 0.001116959131036389 0.0039954544113755984 0.0034110985663468375 0.0012623629705420163 0.0016490119509948681 0.0027584070041154654 0.0050304108320671321 0.0032807485194624895 0.0034939692291030191 0.0038366641727283651 0.0043029884806548456 0.00096789455628083852 0.0036498671143301467 0.0037174884424060789 0.0014470236112261177 0.0018813568363663417 0.0029172143901106981 0.0038894122553061773 0.0016986585974284344 0.0029108961883627777 0.0036668712425557801 0.0023084859595689437 0.0031804638363179534 0.00036904265754249477 0.0031569152489699472
leaf_weight=22 20 112 963 22 31 107 331 61 58 35 28 64 142 20 28 53 21 92 237 22 41 25 284 50 35 76 26 20 44 51
leaf_count=22 20 112 963 22 31 107 331 61 58 35 28 64 142 20 28 53 21 92 237 22 41 25 284 50 35 76 26 20 44 51
internal_value=0 0.00198233 0.00382854 0.00254024 0.00321592 0.00138121 0.00395112 0.0027631 0.00202109 0.00256619 0.00276808 0.00407744 0.00371985 0.00236783 0.0046671 0.00373311 0.00192865 0.00343947 0.00382325 0.00234467 0.0025179 0.00403479 0.00381076 0.00207908 0.0036137 0.00360212 0.00332062 0.00399545 0.000899023 0.00287541
internal_weight=0 590 2531 306 422 284 2109 225 194 194 159 1364 745 98 92 197 133 112 603 136 114 1272 309 78 272 175 102 73 151 73
internal_count=3121 590 2531 306 422 284 2109 225 194 194 159 1364 745 98 92 197 133 112 603 136 114 1272 309 78 272 175 102 73 151 73
is_linear=0
shrinkage=0.00114875


Tree=731
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 4 2 2 150 0 47 1 4 12 50 15 47 4 0 39 12 3 43 3 4
split_gain=1480.52 243.616 152.077 117.222 81.2868 73.5331 46.2341 40.5174 52.6143 36.8398 33.1529 28.8874 24.9392 22.9481 20.0423 41.9944 25.2314 22.1317 16.7383 15.532 15.1858 11.9926 11.9022 12.0935 11.0483 10.0875 9.73229 9.57697 9.46656 9.24819
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.077845000000000011 0.27834500000000006 0.14122000000000004 -0.090999999999999984 1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.087765000000000024 0.086295000000000011 -0.41942499999999994 0.090100000000000013 0.038415000000000012 0.14486500000000005 0.093755000000000019 0.095175000000000023 1.0000000180025095e-35 -0.080324999999999994 -0.017889999999999996 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 8 -4 -5 -6 13 -1 22 15 16 -14 18 29 20 -9 26 23 25 -22 -7 -3 -11 -10 -16
right_child=1 2 7 9 10 11 -8 19 28 27 -12 -13 14 -15 17 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036337001936849567 0.0049995240311741943 0.0020946816211207383 0.0030255539212825492 0.0047978151417574907 0.0045490746998796076 0.0052934422088155905 0.0061795318063697204 0.0014250539864315778 0.0020349339838937799 0.0032574768295777542 0.0028927619245556527 0.0034214047315415282 0.0048890513070913568 0.0034266303125159462 0.0062594646767564514 0.006169543223281948 0.0035160907787047087 0.0045714026356621527 0.0050523156827666079 0.0020049480092725609 -0.00025338086422992768 0.0033041956997082833 0.004369631609255643 0.0039248842548291292 0.00099404976334524888 0.0047299338680040215 0.0027164148512909105 0.002130143502770865 0.00112726395467214 0.0053128884754383007
leaf_weight=22 74 98 63 28 69 103 76 35 32 49 34 41 49 28 20 25 52 118 810 22 32 32 129 23 23 143 92 20 67 712
leaf_count=22 74 98 63 28 69 103 76 35 32 49 34 41 49 28 20 25 52 118 810 22 32 32 129 23 23 143 92 20 67 712
internal_value=0 0.00264951 0.0023592 0.00494867 0.00299435 0.00500969 0.00513057 0.00160582 0.00204478 0.00346967 0.00400233 0.00452202 0.00508648 0.00462795 0.00510437 0.0045765 0.00418218 0.00514444 0.00518829 0.000970899 0.000718132 0.00252668 0.00471246 0.00487687 0.000268272 0.00496587 0.00239573 0.00293071 0.00142065 0.00533875
internal_weight=0 673 599 2448 325 2351 1884 274 162 97 103 467 1808 426 1786 126 101 1660 1542 112 90 222 398 269 55 246 190 69 99 732
internal_count=3121 673 599 2448 325 2351 1884 274 162 97 103 467 1808 426 1786 126 101 1660 1542 112 90 222 398 269 55 246 190 69 99 732
is_linear=0
shrinkage=0.00137286


Tree=732
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 1 14 2 2 1 2 49 16 2 159 150 4 2 2 150 52 12 1 49 15 52 133 1
split_gain=1715.43 285.804 136.91 128.058 106.635 77.3944 49.4568 46.1437 40.3997 36.9059 28.6387 24.9893 27.8431 24.5574 22.0867 21.4034 19.9871 23.1717 18.6642 16.4483 14.0536 13.4196 13.2155 13.1284 12.5992 11.8888 11.3317 11.0149 10.4214 10.2078
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.085505000000000012 0.09253500000000002 0.062655000000000016 0.13501500000000002 0.16394500000000004 0.089770000000000016 0.090425000000000019 -0.054984999999999992 -0.061854999999999993 -0.0091949999999999983 0.082585000000000006 1.0000000180025095e-35 -0.55119499999999988 0.088850000000000012 0.11474000000000002 1.0000000180025095e-35 0.12418000000000001 -1.0000000180025095e-35 0.13075500000000004 -0.054984999999999992 1.0000000180025095e-35 -0.56022499999999986 -1.0000000180025095e-35 0.14627000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 16 8 10 -4 11 21 22 18 15 -2 -8 -13 17 20 -1 -20 23 27 26 -3 28 -19 29 -7 -5 -6
right_child=1 4 7 24 6 9 14 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059119673869283372 0.0029125229201349863 0.0028333594073703143 0.0042117543970919087 0.001751212200136965 0.00099364772448442824 0.0049703762439375623 0.0015384116489703906 0.0023678436169403132 0.0056004459706591727 0.0030598243083132222 1.6372541069796828e-05 0.0032091449200780937 0.0030462785647465667 0.0043114588480217195 0.0029731322412935093 0.0045391643685132269 0.0016438090741835714 0.0025445856137409572 0.0048076767292349071 0.0045277346032662107 0.0022923664227877676 0.0032946771365594154 0.0019242527807439521 0.0041117067267613669 0.0013644288396322871 0.0013892617256896112 0.0017178940188184129 0.0042240396254205398 0.0028429312876071056 5.5741602940000431e-05
leaf_weight=21 24 24 34 22 84 35 45 61 76 48 48 21 25 127 28 266 38 38 946 525 21 23 28 28 24 23 26 349 39 24
leaf_count=21 24 24 34 22 84 35 45 61 76 48 48 21 25 127 28 266 38 38 946 525 21 23 28 28 24 23 26 349 39 24
internal_value=0 0.00225556 0.00452029 0.00338815 0.00166811 0.00458102 0.00118944 0.00302777 0.00469461 0.00411165 0.000876831 0.00465645 0.00433002 0.00408911 0.00208872 0.00444185 0.0024557 0.00268594 0.00472471 0.00470777 0.00316806 0.0042357 0.00113178 0.0035217 0.00214291 0.00210897 0.00096619 0.00429207 0.0024492 0.000785224
internal_weight=0 691 2430 236 455 2335 283 95 1880 455 210 1804 312 151 73 287 172 134 1492 1471 73 407 162 52 85 61 134 384 61 108
internal_count=3121 691 2430 236 455 2335 283 95 1880 455 210 1804 312 151 73 287 172 134 1492 1471 73 407 162 52 85 61 134 384 61 108
is_linear=0
shrinkage=0.00126831


Tree=733
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 2 0 15 4 1 2 457 3 3 0 156 2 47 4 48 4 0 0 130 133 1
split_gain=1356.78 216.798 137.415 109.518 99.5541 71.3289 48.0313 38.937 37.6984 28.7482 28.5388 37.528 25.3903 23.0641 21.2476 19.0537 17.0096 21.6782 16.9755 19.2239 16.6744 14.5545 23.9894 14.0823 14.9644 42.9284 12.6555 11.0485 13.3293 10.5201
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.10060500000000001 0.27834500000000006 0.077845000000000011 0.062655000000000016 0.13501500000000002 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 0.083135000000000014 0.17760500000000004 0.048635000000000005 0.31370500000000007 0.10299500000000002 -0.079119999999999982 -1.0000000180025095e-35 0.14122000000000004 0.090100000000000013 0.41555500000000006 0.089965000000000017 -0.17966999999999997 -0.060129999999999996 -0.036484999999999997 -0.076894999999999977 0.086990000000000012 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 29 -5 10 15 11 -1 18 -13 16 -7 17 26 -12 -20 21 27 -23 24 -21 -26 -4 -3 -29 -6
right_child=1 2 14 7 6 9 -8 -9 -10 -11 12 13 -14 -15 -16 -17 -18 -19 19 23 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0046439637461899276 0.0042166860570119428 0.0011395991270816146 0.00058453390102855324 0.0041456000272857979 0.0044144634378468772 0.0039822308967771402 0.0022235938977085011 0.0024411306430668044 0.0051695942274940943 0.002917918921699199 0.0044831754799415091 0.0040406693898625539 0.0038244638667673538 0.002840965460646955 0.00033116293016056454 0.0027601078237951006 0.00078844990955410183 0.0025974364209870402 0.0052809211953846772 0.0047310927035867341 0.0011538610747423514 0.0033092963199920227 0.001617292781645584 0.0031630885000569105 0.0041974281114705416 0.0023518716732291141 0.0017909092082512802 0.0022439253823995013 0.0015337209459534464 0.0035079390236916249
leaf_weight=52 74 22 24 28 30 364 41 69 81 48 1147 42 120 55 42 20 52 26 23 63 31 33 20 21 295 20 28 144 54 52
leaf_count=52 74 22 24 28 30 364 41 69 81 48 1147 42 120 55 42 20 52 26 23 63 31 33 20 21 295 20 28 144 54 52
internal_value=0 0.00224815 0.00200496 0.00420256 0.00237554 0.00425493 0.00330093 0.00293314 0.00435568 0.00380739 0.00431981 0.00380837 0.00436493 0.00336042 0.00108498 0.00391858 0.00132852 0.00168856 0.00440626 0.00419721 0.00200112 0.00209733 0.0026708 0.00413474 0.00418872 0.00408025 0.00123412 0.00195917 0.00205023 0.00383959
internal_weight=0 673 599 2448 427 2351 123 97 1919 432 1838 149 1689 97 172 384 130 78 1569 422 304 273 53 399 378 315 52 220 198 82
internal_count=3121 673 599 2448 427 2351 123 97 1919 432 1838 149 1689 97 172 384 130 78 1569 422 304 273 53 399 378 315 52 220 198 82
is_linear=0
shrinkage=0.00121906


Tree=734
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 2 2 4 0 47 1 150 4 12 4 47 3 131 2 49 160 16 0 43
split_gain=1587.89 258.507 156.514 130.58 95.4834 78.1423 55.4311 48.3379 43.4368 37.8253 36.6735 26.637 26.5437 24.9816 24.5073 40.1372 35.462 23.6853 22.2431 16.0484 16.4836 13.6454 12.8627 10.6353 15.8358 10.2393 9.3526 9.33537 9.19221 19.3447
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.13501500000000002 0.40473500000000007 -0.090999999999999984 0.13754500000000003 0.42051500000000003 -0.11173999999999999 0.078875000000000015 0.083345000000000016 1.0000000180025095e-35 0.0061450000000000003 0.087765000000000024 -0.52556499999999995 0.090100000000000013 -0.13309499999999996 0.08844500000000001 0.31358000000000003 -0.070909999999999987 -0.067824999999999983 0.13751500000000003 -0.065229999999999996 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 12 11 -5 17 -6 -1 13 -4 15 16 -13 -7 19 20 -16 -3 -22 24 -14 -18 -15 -11 -21 -30
right_child=1 2 6 8 10 9 -8 -9 -10 27 -12 14 23 26 18 -17 25 -19 -20 28 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0036046080592607283 0.0049794713735456667 0.0023691861891381935 0.0026515977300829901 0.0047765680327161867 0.0045261313832745398 0.0046750445257957652 0.0031288522291396271 0.0060530603375135075 0.0028661096252146469 0.0028700525842939879 0.0028580521232947939 0.0048972455795423435 0.0010692010596989436 0.0021773125356647667 0.00641703888813376 0.0059295831475735927 0.0041051496751578851 0.0033970736548317709 0.0045533555554422116 0.0050305949659132992 0.0042034181343517905 0.0032823406796275898 0.0052556092090785605 0.0018320578626224511 -0.00022821544557757149 0.002925171279262854 0.0011804112846152744 0.004020114368444282 0.003550310362501917 0.0051713800684644092
leaf_weight=22 71 190 42 28 71 365 37 79 69 27 32 51 74 21 20 26 20 26 125 767 20 32 700 20 20 32 63 21 22 28
leaf_count=22 71 190 42 28 71 365 37 79 69 27 32 51 74 21 20 26 20 26 125 767 20 32 700 20 20 32 63 21 22 28
internal_value=0 0.00264481 0.00236946 0.00488854 0.00297844 0.00494923 0.00165495 0.00506224 0.00341758 0.00445701 0.00400789 0.00501954 0.00142773 0.00183696 0.00503673 0.00449331 0.00413076 0.00459006 0.0050784 0.00512056 0.00525856 0.00250081 0.00522638 0.000975419 0.000793155 0.00337901 0.00142964 0.0033732 0.00499556 0.00445811
internal_weight=0 673 602 2448 325 2351 277 1912 97 439 103 1833 240 126 1811 129 103 391 1682 1557 740 222 720 114 94 52 84 48 817 50
internal_count=3121 673 602 2448 325 2351 277 1912 97 439 103 1833 240 126 1811 129 103 391 1682 1557 740 222 720 114 94 52 84 48 817 50
is_linear=0
shrinkage=0.00129368


Tree=735
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 3 4 47 43 3 14 2 0 2 47 15 4 3 124 0 15 12 2 10 13 0 16
split_gain=1253.43 156.677 140.079 129.994 75.7571 52.9198 49.2639 43.7286 33.5877 33.318 33.1632 24.1054 22.7165 21.3251 20.0859 19.7067 18.3482 18.1374 17.988 16.2902 26.7245 14.4052 14.314 16.3314 12.6324 12.1935 11.8815 11.5251 11.1819 10.8194
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.090285000000000018 -0.16363499999999997 -0.11171999999999999 0.033845000000000007 0.13082500000000002 -0.04890499999999999 0.30112000000000005 0.076175000000000007 0.11177500000000001 -0.068189999999999987 0.10444500000000002 0.077555000000000013 0.13592500000000005 -0.064054999999999987 0.092670000000000016 -0.072314999999999977 -0.11242999999999999 -0.095244999999999982 0.093965000000000007 0.17760500000000004 -0.3960249999999999 -0.01163 -0.092404999999999973 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 8 24 13 -6 -1 18 25 27 14 22 -13 16 21 19 28 -10 -21 -9 23 -4 -5 -3 -27 -2 -8 -30
right_child=1 10 6 5 7 -7 9 15 17 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0031167289124023438 0.0023606967552973587 0.0015675046301443767 0.0051188156602883419 0.0053508894130450914 0.0048380451347820484 0.0026602458837232121 0.0053589816984765757 0.0031505742795616353 0.0051290105213134549 0.0041149829888166081 0.0029587347598298724 0.004245975324260751 0.0020893736830601413 0.0059283650074448344 0.0028634223942069501 0.0021611832199850815 0.0027944714270451941 0.0056213221540692849 0.0036069021611672232 0.004562146428310666 0.0029528072029475138 0.0043521990919262324 0.0050413713341016225 0.0034712762540191266 0.0042667952639630271 0.0014591483426497716 3.8030604663828441e-05 0.0014903354043617778 0.0049604722312133883 0.0046239931404610767
leaf_weight=26 69 117 20 24 31 36 56 32 56 171 26 24 48 46 77 30 57 32 23 98 22 38 1053 22 85 20 21 43 262 456
leaf_count=26 69 117 20 24 31 36 56 32 56 171 26 24 48 46 77 30 57 32 23 98 22 38 1053 22 85 20 21 43 262 456
internal_value=0 0.00258784 0.00472359 0.00304561 0.00402961 0.00404736 0.00486246 0.00340586 0.00453074 0.0046435 0.00157775 0.00248908 0.00283676 0.00504821 0.00319195 0.00312307 0.00335029 0.0047075 0.0047569 0.00454134 0.0042671 0.00380288 0.00501124 0.00425582 0.00450549 0.0013505 0.000731259 0.00202654 0.00479107 0.00474678
internal_weight=0 590 2531 406 422 145 2109 188 234 968 184 261 149 1141 101 157 127 208 797 176 120 70 1095 42 109 158 41 112 774 718
internal_count=3121 590 2531 406 422 145 2109 188 234 968 184 261 149 1141 101 157 127 208 797 176 120 70 1095 42 109 158 41 112 774 718
is_linear=0
shrinkage=0.00131955


Tree=736
num_leaves=31
num_cat=0
split_feature=1 155 3 148 1456 2 9 10 133 15 0 14 3 3 48 4 3 3 4 4 49 1452 0 1444 4 0 2 13 52 475
split_gain=36.1123 9.78393 5.93966 4.98589 4.4079 4.29391 5.4867 4.86233 3.77555 3.99486 3.72235 3.32707 3.7494 5.19833 3.37857 5.06593 3.18486 2.97803 3.04747 3.02987 2.80707 2.81848 3.64069 2.78007 3.82539 5.17631 4.96336 3.79096 2.57106 2.44705
threshold=0.10124500000000002 0.084785000000000013 0.31370500000000007 -0.10069499999999999 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 -0.0026549999999999994 0.087435000000000013 -0.41942499999999994 0.22582000000000002 -0.47013499999999991 0.088060000000000013 0.11658 0.084670000000000009 0.36766000000000004 -0.086769999999999986 0.090900000000000009 -0.46376499999999993 0.0033150000000000007 0.11560500000000001 0.086765000000000023 -0.078704999999999983 -0.083894999999999983 -0.37944499999999992 1.0000000180025095e-35 0.098630000000000009 -1.0000000180025095e-35 0.056145000000000007 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -5 6 7 -6 9 -8 17 -7 14 -14 15 -13 -11 20 -19 -20 21 23 -23 -1 26 29 27 -25 -4 -26
right_child=1 -3 28 4 5 11 8 -9 -10 16 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00070842282457897617 -0.00046951197128207439 0.0019456707847370594 -9.6954702788312592e-05 0.0021977858044570251 0.0011282584351422721 0.0019476608777052834 0.00058961935828203554 -0.00067163952913272019 0.00068858139743082454 0.003101938305707385 0.00046666087798224879 -0.0012006469310729859 0.0023292612082020585 0.00075732610682714154 0.00092604808733825117 0.0004112707264892657 0.0018025315474946338 0.0019004956484223851 0.00034999868218658003 0.0015869673431621425 0.0013383915753130801 0.002849766836050887 0.0015738795383720865 0.0021993334816376212 0.0011935745068912345 0.00045144129250372455 0.0012690302230393869 0.0039243582017953445 0.00092879199405614934 0.0018203716035128106
leaf_weight=21 20 89 71 29 42 20 20 20 33 21 20 22 25 79 72 88 90 47 39 33 116 52 33 23 58 26 20 23 32 1837
leaf_count=21 20 89 71 29 42 20 20 20 33 21 20 22 25 79 72 88 90 47 39 33 116 52 33 23 58 26 20 23 32 1837
internal_value=0 0.00100861 0.000886678 0.00100456 0.00105711 0.000994934 0.00130902 0.000547646 0.00159685 0.00182566 0.0017573 0.000762963 0.000680117 0.0011352 0.000420072 8.88872e-05 0.00204837 0.00176839 0.0013054 0.000916943 0.00179333 0.00181855 0.00235442 0.00179586 0.00180735 0.00178292 0.00251857 0.00306185 0.000221724 0.00180119
internal_weight=0 773 684 581 561 532 226 62 164 131 2348 306 286 104 182 110 111 2328 119 72 2209 2093 85 2008 1987 1921 66 46 103 1895
internal_count=3121 773 684 581 561 532 226 62 164 131 2348 306 286 104 182 110 111 2328 119 72 2209 2093 85 2008 1987 1921 66 46 103 1895
is_linear=0
shrinkage=0.00300448


Tree=737
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 4 2 4 52 50 1 2 1 4 47 16 0 15 16 0 12 39 150 16 3
split_gain=1563.11 257.785 161.34 123.859 86.8449 82.179 55.5457 52.2354 41.6668 41.4213 49.4547 39.0909 35.4495 19.167 17.5465 17.2035 27.1726 15.2857 14.186 14.1009 12.9222 12.8393 12.6587 11.818 11.6608 10.5478 10.012 9.94617 16.0769 11.58
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.077845000000000011 0.14285500000000004 0.40945500000000007 0.089885000000000007 0.27834500000000006 -0.56176499999999996 0.086295000000000011 0.088975000000000012 0.097845000000000015 0.091450000000000017 0.038415000000000012 0.090100000000000013 -0.12029499999999999 0.062580000000000011 -0.41942499999999994 0.11346000000000002 -0.23091999999999999 0.090165000000000009 0.093755000000000019 0.08926000000000002 -0.29154999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 11 -5 10 -4 17 -6 -13 22 18 -17 -1 21 24 -20 25 -11 -7 -3 -15 -24 29 -29 -26
right_child=1 2 9 8 12 23 -8 -9 -10 14 -12 13 -14 15 -16 16 -18 -19 20 -21 -22 -23 26 -25 27 -27 -28 28 -30 -31
leaf_value=0.0035063379382559209 0.0033249056182075953 0.0019679628267025352 0.0017653678760226853 0.0031945329027103955 0.0029780230980120679 0.0015512277674268496 0.0017524304891737281 0.0041704491812519714 0.0017128185579863555 0.00055759208434029526 0.00062543274440360547 0.0038430357996929259 0.0017012886342392649 0.0035784563572420288 0.0010942703142026191 0.0017492312804268941 0.0031344674746351955 0.0032041440030420969 0.0032198442369738684 0.0020772046201208367 0.0026959005080613623 0.0027954921055245584 -0.00059611601933448383 0.0025670517324322107 0.0011722215113477549 0.0032362703606014344 0.00028620633057920529 0.0014716599423934239 0.00022387798922222894 0.0018102714729653115
leaf_weight=1127 76 28 66 28 72 26 22 84 67 35 99 43 33 126 22 23 41 206 96 33 100 53 32 22 83 366 23 21 22 46
leaf_count=1127 76 28 66 28 72 26 22 84 67 35 99 43 33 126 22 23 41 206 96 33 100 53 32 22 83 366 23 21 22 46
internal_value=0 0.00155258 0.00133356 0.00329127 0.00180653 0.00333772 0.00336545 0.00338112 0.00214953 0.000756422 0.00108141 0.00335071 0.00257676 0.0031795 0.000277649 0.00314405 0.00263665 0.00345964 0.00318788 0.00145943 0.00295253 0.00327252 7.80306e-05 0.00201681 0.0013575 0.0033239 -0.000227145 0.00125812 0.00083326 0.00139974
internal_weight=0 691 615 2430 338 2335 2287 2265 95 277 165 2181 105 848 112 805 64 1333 741 233 196 545 90 48 200 492 55 172 43 129
internal_count=3121 691 615 2430 338 2335 2287 2265 95 277 165 2181 105 848 112 805 64 1333 741 233 196 545 90 48 200 492 55 172 43 129
is_linear=0
shrinkage=0.00102006


Tree=738
num_leaves=31
num_cat=0
split_feature=1 155 3 1456 48 160 11 1 4 158 12 16 15 480 47 47 3 3 3 52 16 0 50 3 0 12 131 402 402 2
split_gain=35.9732 9.30751 5.61182 4.44365 6.31874 4.27184 4.02278 3.85956 3.33246 3.27811 3.22126 5.61658 3.2102 3.03022 3.01326 3.77502 3.40917 3.18524 2.96799 3.25744 6.45621 2.9123 2.8572 3.08651 3.4388 5.01115 4.1775 3.33508 4.19368 4.19349
threshold=0.10124500000000002 0.084785000000000013 0.31534000000000006 -0.049894999999999995 0.15372000000000002 -0.24498999999999996 0.084110000000000004 0.11453000000000001 0.042705000000000007 0.07968500000000002 -1.0000000180025095e-35 -0.11676499999999999 -0.44764999999999994 0.084710000000000021 0.10648500000000001 0.11518500000000002 0.084940000000000015 0.11296500000000002 -0.0096849999999999974 -0.066844999999999988 -0.44310499999999992 -0.090644999999999989 -0.23452499999999996 0.086245000000000016 -0.085669999999999982 -0.086254999999999984 0.095205000000000026 0.08865000000000002 0.083170000000000008 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -5 14 -8 22 13 11 12 -4 -10 16 -16 18 -18 -7 -20 -21 -11 -1 24 26 -26 -24 28 29 -27
right_child=1 -3 10 4 -6 6 7 -9 9 21 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0037542085536717553 0.0027847429509204333 0.0024935453844864815 0.00048982740208939083 0.0028746181512471418 -0.00099490676022895514 0.00095991128366472943 0.003398056226426035 0.0013216612244542486 0.0014900479611274105 0.0030988499564672265 -0.0010684685072708288 -0.00075618056883732367 0.0027090735875566524 0.0029784966096171833 0.0032469524530913418 0.0012876417674893227 0.002728613397503102 0.0011263802958906546 0.0010498478003392478 0.00066480846998942923 -0.0021831624301356972 0.001676952350236848 0.0025252523776500471 0.0016985201005176788 0.00026258086055861763 0.0022646684202463812 0.0042444162244175149 0.0028502636065793783 0.00064623384965826461 0.00043146284287492976
leaf_weight=22 29 89 21 25 20 186 24 34 206 56 23 27 20 24 20 68 26 78 32 29 22 38 650 119 20 1008 23 135 27 20
leaf_count=22 29 89 21 25 20 186 24 34 206 56 23 27 20 24 20 68 26 78 32 29 22 38 650 119 20 1008 23 135 27 20
internal_value=0 0.00128759 0.00113067 0.00127134 0.00119352 0.00127398 0.00119688 0.00218086 0.00227357 0.00190029 0.000214024 0.000647808 0.00157239 0.00164536 0.00107308 0.00173294 0.0009174 0.00152694 0.000681742 5.83735e-05 -0.000563728 0.00252404 0.00233333 0.00231771 0.00235684 0.0022305 0.00258401 0.00226357 0.0021885 0.002229
internal_weight=0 773 684 593 564 544 519 58 2348 324 91 68 41 230 461 88 373 104 269 83 51 94 2024 2002 1883 1210 673 1190 1055 1028
internal_count=3121 773 684 593 564 544 519 58 2348 324 91 68 41 230 461 88 373 104 269 83 51 94 2024 2002 1883 1210 673 1190 1055 1028
is_linear=0
shrinkage=0.00396435


Tree=739
num_leaves=31
num_cat=0
split_feature=1 155 3 157 48 51 0 47 12 160 158 16 48 1 4 0 2 16 16 159 1446 481 52 1455 14 3 11 49 2 1
split_gain=29.1383 7.63321 4.71129 5.71184 4.74445 4.68177 5.25959 4.3281 3.70867 4.62901 3.74575 4.78072 4.7276 4.74886 5.43394 3.09183 2.81727 2.61431 5.42871 15.9186 4.89584 4.27445 3.82044 2.93933 2.91872 4.47365 3.27256 2.80189 2.73349 5.70276
threshold=0.10124500000000002 0.10158500000000002 0.31370500000000007 -0.097649999999999987 -0.089099999999999999 0.10681500000000001 -0.062294999999999996 0.078345000000000012 0.11527000000000001 -0.076689999999999994 0.085620000000000016 -0.42170999999999997 0.085485000000000019 0.13288500000000003 -0.0083799999999999986 0.22582000000000002 1.0000000180025095e-35 0.013515000000000001 0.066275000000000014 0.050895000000000003 0.087090000000000015 -0.084999999999999992 -0.13993999999999998 -0.22060499999999997 0.086645000000000014 -0.14989499999999997 0.074925000000000005 0.12497000000000001 0.08647500000000001 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 -5 7 -7 8 9 -6 11 -11 13 14 -13 17 -9 22 19 -19 21 -20 -1 -24 25 -25 28 -23 -27 -30
right_child=1 -3 -4 4 5 6 -8 16 -10 10 -12 12 -14 -15 -16 -17 -18 18 20 -21 -22 27 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0033311235382782189 -0.0010137039723765984 0.0025966242920721062 0.00027164283999249451 0.0034078144606558458 0.0016385825909746613 0.0030835795958504197 0.00043521395145964636 0.002346447268725258 0.0022967458256887103 0.0011613044872081284 0.0020595933042507997 -0.00017095740706002345 0.00089543470980188021 0.00040531926873169907 -0.0028995800736996281 0.00054559242094614124 0.0009177157423073994 0.0019280085130831401 0.0041059134656747523 -0.0024025357553797855 0.00031831236312642299 0.0023908016215589034 0.0039776958899254977 0.00078342155715231871 0.0037749026466640592 0.0024692817436810142 0.0040620667437393397 0.0012387667045734303 0.0022171649333984 0.00091487364599186012
leaf_weight=73 20 76 103 21 85 51 20 78 33 76 25 27 50 39 29 20 40 87 25 20 24 290 20 38 25 781 20 47 808 70
leaf_count=73 20 76 103 21 85 51 20 78 33 76 25 27 50 39 29 20 40 87 25 20 24 290 20 38 25 781 20 47 808 70
internal_value=0 0.00127944 0.00113582 0.00128566 0.00136578 0.00128824 0.00233756 0.00113367 0.000897518 0.000758018 0.000453758 0.000272103 -0.000193962 -0.000767329 -0.00158399 0.00225919 0.00186213 0.00227391 0.00199093 0.00111856 0.00223275 0.00235967 0.00234993 0.00230928 0.00229013 0.00226851 0.00230212 0.00223013 0.0022809 0.00211334
internal_weight=0 773 697 594 574 553 71 482 364 331 246 221 145 95 56 2348 118 2328 493 107 386 362 1835 1762 1742 1717 1679 337 1659 878
internal_count=3121 773 697 594 574 553 71 482 364 331 246 221 145 95 56 2348 118 2328 493 107 386 362 1835 1762 1742 1717 1679 337 1659 878
is_linear=0
shrinkage=0.00437696


Tree=740
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 1 0 2 4 0 4 52 49 4 12 14 49 159 150 2 1 50 16 49 484 15 1
split_gain=1420.47 239.58 117.421 101.165 81.3639 69.7892 54.2111 43.9563 43.0969 41.5875 40.0417 33.1544 28.7936 26.9404 24.0166 18.8874 16.5733 25.6976 16.0589 14.6675 14.2316 17.7887 14.6121 13.4693 13.4065 12.7495 12.1338 11.6905 11.4251 11.2666
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.09253500000000002 -0.11173999999999999 0.14753000000000002 0.40945500000000007 -0.079119999999999982 0.27834500000000006 -0.52606999999999993 -0.054984999999999992 -0.49013999999999996 0.08401500000000002 -1.0000000180025095e-35 -0.039339999999999993 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 0.13075500000000004 0.08461500000000001 -0.11118499999999999 -0.054984999999999992 -0.0068949999999999992 -0.41942499999999994 0.12656000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 20 6 7 9 -4 -1 11 19 -11 18 -2 -16 27 -18 -9 -6 21 22 -3 -5 28 -20 -23 -14 -12 -13
right_child=1 4 8 23 10 -7 -8 13 -10 12 24 29 16 -15 15 -17 17 -19 25 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039771142367055305 0.0052302675966983438 0.0039169148049733125 0.0046404536478748919 0.0030007846378425312 0.0020229093375756461 0.0033718969652841817 0.0060200283857408136 0.0057272527764115908 0.0027864654336819564 0.0051824605113606013 0.001420672586620052 0.0023607640147884443 0.0061369542355062734 0.003102740519698324 0.0030234584094778437 0.0044040207760534331 0.0036496107663092957 0.0048070949041894885 0.0048234444509973389 0.0031781745666927528 0.0021873554786085029 0.0030341656188735797 0.002612751154581074 0.001833874207851688 0.0019970632480748739 0.0042915399487280827 0.0018198434938537138 0.0050744949484414267 0.00035385067088390085 0.0013780028406331325
leaf_weight=64 49 52 34 61 31 48 84 21 61 1160 29 27 22 22 22 80 36 462 145 50 38 38 21 24 20 171 23 100 44 82
leaf_count=64 49 52 34 61 31 48 84 21 61 1160 29 27 22 22 22 80 36 462 145 50 38 38 21 24 20 171 23 100 44 82
internal_value=0 0.00274395 0.00488806 0.0038228 0.00218437 0.00494657 0.00497962 0.00493995 0.00345 0.00502219 0.00174935 0.00209661 0.00505976 0.00451751 0.004471 0.00410625 0.0048302 0.00472342 0.00460987 0.00273604 0.00290013 0.00310225 0.00354174 0.0026713 0.00103989 0.00453561 0.00257631 0.00526609 0.000777657 0.00162144
internal_weight=0 691 2430 236 455 2335 2287 2203 95 1844 283 190 1780 359 151 102 620 498 337 81 172 134 73 85 93 316 61 122 73 109
internal_count=3121 691 2430 236 455 2335 2287 2203 95 1844 283 190 1780 359 151 102 620 498 337 81 172 134 73 85 93 316 61 122 73 109
is_linear=0
shrinkage=0.00131955


Tree=741
num_leaves=31
num_cat=0
split_feature=1 3 45 2 132 401 454 39 2 51 4 2 16 0 1 1 1212 1 3 1 43 3 12 0 15 156 456 123 48 131
split_gain=29.447 7.96753 4.9936 5.91504 3.92373 3.42853 3.66306 3.46787 3.21876 3.13832 3.12239 3.08914 4.4058 4.35829 3.84475 6.10757 3.27673 6.54325 6.07103 6.04346 4.06348 3.61952 2.81529 2.9565 2.76826 2.70873 3.09463 3.4134 2.66231 2.63275
threshold=0.10124500000000002 -0.053259999999999995 0.10526500000000001 0.31358000000000003 -1.0000000180025095e-35 0.085900000000000018 -0.037229999999999992 0.094095000000000026 -0.090999999999999984 -0.12463499999999998 0.0049200000000000008 0.085730000000000015 -0.083539999999999989 -0.14920999999999998 0.08864000000000001 0.090540000000000023 0.091220000000000009 0.089105000000000018 -0.082794999999999994 0.07635500000000002 -0.08231999999999999 -0.077354999999999993 -0.12529499999999996 -0.079634999999999997 0.13592500000000005 0.096220000000000014 0.060100000000000008 0.091810000000000017 0.10866500000000003 0.08482000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 5 -2 6 -3 9 -1 -8 -6 12 -10 -14 24 -16 18 -18 -15 -20 -21 29 -9 -24 -13 26 27 28 -11 -22
right_child=1 2 -4 -5 10 -7 7 22 11 25 -12 14 13 16 15 -17 17 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069148077680115298 5.6776888099133154e-05 -0.00073647071446758918 0.0027523253055711789 -0.0012117081635065374 0.0024430607069997907 -0.00064821340973414453 -0.00014701418314827798 0.0017910999976972824 0.0028144316540924005 0.00081409169931795345 0.0015233378506710341 0.0021903036717773748 0.0039731219451275401 0.0026429188968480764 -0.0007520388730924871 0.00179682987907878 -0.00078458793067280705 0.0023433145130861296 -0.00022391534205892254 0.00037347574305150928 0.00072935227176839073 0.0027387170841408045 -0.0011840237725311712 0.00059000584822942658 0.0010803327062486536 0.0028527273375191843 0.002812253974115718 0.0028057414508043427 0.0021368436102681475 0.0024872189660649297
leaf_weight=25 21 20 25 24 121 23 23 22 307 170 142 1323 23 256 20 99 20 29 26 25 38 91 23 60 41 23 23 21 32 25
leaf_count=25 21 20 25 24 121 23 23 22 307 170 142 1323 23 256 20 99 20 29 26 25 38 91 23 60 41 23 23 21 32 25
internal_value=0 0.00124629 0.000920796 0.000822114 0.00180675 0.00093305 0.00102027 0.00110877 0.00219297 0.00134455 0.00194648 0.00220913 0.00241297 0.00218174 0.00209367 0.00136845 0.00210095 0.00106662 0.00221089 0.00167139 0.00194668 0.00220207 0.000453067 9.84073e-05 0.00215694 0.00147208 0.001343 0.00119146 0.00102364 0.00142692
internal_weight=0 773 489 464 284 440 417 397 2348 292 263 2323 840 533 1483 119 510 49 461 205 179 154 105 83 1364 269 246 223 202 63
internal_count=3121 773 489 464 284 440 417 397 2348 292 263 2323 840 533 1483 119 510 49 461 205 179 154 105 83 1364 269 246 223 202 63
is_linear=0
shrinkage=0.004207


Tree=742
num_leaves=31
num_cat=0
split_feature=1 12 1375 483 16 0 15 43 43 4 4 2 10 401 52 39 1 123 10 4 2 9 4 0 160 14 150 14 3 402
split_gain=24.5461 6.60424 5.04986 4.81331 4.06965 6.88832 4.07695 3.78036 3.93729 5.38397 4.76457 4.39927 3.43068 3.81095 3.69072 3.89786 3.33848 3.27029 3.02586 5.30045 3.6509 2.86395 3.32411 3.34432 2.84424 2.67424 2.64455 2.5136 3.48693 2.47098
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.070084999999999981 0.15273500000000004 0.034820000000000011 0.024640000000000006 -0.11720999999999999 -0.078654999999999989 1.0000000180025095e-35 -0.019614999999999997 0.085730000000000015 -0.005834999999999999 0.085900000000000018 0.056145000000000007 0.095830000000000012 0.10234000000000001 0.12630500000000003 1.0000000180025095e-35 0.50996500000000011 0.11510000000000002 0.081890000000000004 0.40124500000000002 -0.14920999999999998 -0.078059999999999977 0.078320000000000015 -0.091259999999999994 -1.0000000180025095e-35 0.149315 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 -9 -10 -12 14 17 15 -2 -7 18 20 -20 -14 22 23 25 -13 -3 -25 28 -22 -28
right_child=12 21 3 4 -6 16 -8 8 10 -11 11 24 13 -15 -16 -17 -18 -19 19 -21 27 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-0.0001903419456458471 -0.0013311034019517921 0.0032170776386436038 0.0026948970329171342 0.0021529047061394613 0.0017326247169813561 -0.00077313811189697545 0.0024884285231337872 0.00093266203683706845 3.6618403533778903e-05 -0.00075611548330838628 0.0023550302455933895 0.0020216643371242038 0.0017325671009139263 -0.00055659857782380546 0.00096780738630756298 0.00041995343813660928 0.00084143514488325619 -0.00041566383165795396 -0.0010437557307456415 0.0012005494171454132 0.0019674693407933526 0.0025128319997876954 0.00039244124382723579 0.002596764100437484 0.00092585622435840357 0.0017766951698311598 0.0014455508640057269 0.00046377466354471941 0.00031503594339130938 0.0017909825976321547
leaf_weight=28 28 20 21 30 95 30 22 61 31 28 38 30 62 22 25 24 23 20 20 23 34 29 27 22 122 38 1823 86 21 238
leaf_count=28 28 20 21 30 95 30 22 61 31 28 38 30 62 22 25 24 23 20 20 23 34 29 27 22 122 38 1823 86 21 238
internal_value=0 0.00143877 0.00112935 0.00119894 0.00113734 0.00100107 0.00115824 0.00107217 0.000967587 0.000401361 0.00119561 0.00138471 0.000558892 0.000718724 -3.89198e-05 -0.000522923 -7.24742e-05 0.000824202 0.000925004 0.000156687 0.00108775 0.0015175 0.00150419 0.00151821 0.00114213 0.00227338 0.00149718 0.000804215 0.00133654 0.00148544
internal_weight=0 2756 559 531 510 415 362 340 310 89 221 190 365 288 77 52 53 266 246 43 203 2197 2168 2141 152 58 2083 141 55 2061
internal_count=3121 2756 559 531 510 415 362 340 310 89 221 190 365 288 77 52 53 266 246 43 203 2197 2168 2141 152 58 2083 141 55 2061
is_linear=0
shrinkage=0.00318838


Tree=743
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 47 2 14 49 2 11 376 1 4 52 15 2 16 15 2 1 457 159 15 16 12 52
split_gain=1410.07 234.854 108.588 102.745 81.2197 67.7448 58.6858 46.5379 45.4081 38.257 31.4862 26.1476 26.0373 21.3685 20.7319 19.7137 28.2909 19.3085 16.6929 16.3394 15.1005 14.6782 14.0467 13.6577 13.5158 17.8258 13.1098 12.786 11.9698 11.6565
threshold=0.104035 -0.053259999999999995 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.085505000000000012 0.13712500000000002 0.062655000000000016 -0.054984999999999992 0.14960000000000004 1.0000000180025095e-35 0.080200000000000007 0.088975000000000012 -0.087894999999999987 0.12418000000000001 1.0000000180025095e-35 0.094835000000000017 -0.059624999999999991 -0.41942499999999994 0.11411 0.087135000000000004 0.094310000000000019 0.082585000000000006 -0.053579999999999996 0.0039400000000000008 0.095780000000000018 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 11 24 6 10 19 12 13 23 -2 17 15 20 28 -17 18 -6 -1 -10 -14 -5 29 25 27 -21 -3 -8 -4
right_child=1 4 5 22 8 -7 9 -9 14 -11 -12 -13 21 -15 -16 16 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044024517427625033 0.0025161788545988465 0.0023983941261323935 0.0043033418295837979 0.0026055305247791689 0.0007508263740916188 0.0018776528435037181 0.0040264961234390108 0.0022692187493838657 0.0018698092435871217 0.0026735338559350313 0.005087701178663767 0.0038308296564271531 0.00092617461387675009 0.0044996369540707959 0.00093836467018339697 0.0041078299636224036 0.0024408454185578924 0.0021190943755625274 0.0019271831769811301 0.003745254994933547 0.003185904953427153 -0.00022633613703415857 0.0016062450115567617 0.0040147122356663598 0.0013980909029154211 0.001632348422217277 0.0025140259863857483 0.0034559340347234675 0.0037123586062687989 0.0034760650772097512
leaf_weight=26 26 89 906 32 96 20 412 67 33 38 60 128 27 77 20 26 33 25 21 30 20 38 54 390 25 37 21 20 299 25
leaf_count=26 26 89 906 32 96 20 412 67 33 38 60 128 27 77 20 26 33 25 21 30 20 38 54 390 25 37 21 20 299 25
internal_value=0 0.00206936 0.00400422 0.0030245 0.00156108 0.00406763 0.00408696 0.00299759 0.00116472 0.0038467 0.00424093 0.00360888 0.000878906 0.00389933 0.00197519 0.0038393 0.00317545 0.00116569 0.000961967 0.00363138 0.00236645 0.000252399 0.00197807 0.00420247 0.00221009 0.00234913 0.00323828 0.00259244 0.00389439 0.00428113
internal_weight=0 691 2430 240 451 2286 2266 144 280 885 1381 154 207 847 73 770 59 142 117 77 53 65 86 1321 171 146 51 109 711 931
internal_count=3121 691 2430 240 451 2286 2266 144 280 885 1381 154 207 847 73 770 59 142 117 77 53 65 86 1321 171 146 51 109 711 931
is_linear=0
shrinkage=0.00119516


Tree=744
num_leaves=31
num_cat=0
split_feature=1 52 12 1 12 1 12 4 4 47 0 4 2 11 2 1 0 12 2 47 0 0 2 10 4 1 0 43 3 16
split_gain=1311.35 162.885 140.089 114.287 80.5784 80.4685 48.3169 37.8896 37.7242 36.7111 34.8462 29.3784 28.2611 27.8914 24.8156 23.5088 19.0458 19.2628 15.5064 15.4277 13.5554 14.0197 13.069 12.0244 11.8584 11.7395 11.55 11.5345 20.6895 12.0854
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13471500000000003 0.088105000000000003 0.08864000000000001 0.092550000000000007 0.40473500000000007 -0.16363499999999997 0.13082500000000002 -0.067094999999999988 0.053180000000000012 0.10252500000000002 1.0000000180025095e-35 0.10855000000000002 0.086105000000000015 -0.073574999999999988 0.13597000000000004 0.14122000000000004 0.077555000000000013 -0.060129999999999996 -0.11173999999999999 0.17025000000000004 -0.3960249999999999 -0.064054999999999987 0.096255000000000021 -0.10011499999999998 -0.04890499999999999 0.30112000000000005 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 18 14 13 -6 -7 22 12 16 25 20 19 -15 26 -18 27 24 21 -4 -5 -24 -1 -10 -8 -3 29 -29
right_child=1 3 6 9 7 8 11 -9 10 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0053494813322684893 0.0049556111366703308 0.0020417019688582848 0.0044343530652187864 0.0013824721009795182 0.0044680596458331039 0.0049336647857590376 0.0060373840232343049 0.0026024648911136027 0.0045408438812758623 0.0031205857389268181 0.0018468307031542447 0.0041158942769662903 0.0028723432335513136 0.0064833376819742284 0.0036447791533302048 0.0048827938052667412 0.0047213289178676919 0.0033015748481558791 0.0013165026864178655 0.0060766881701572739 0.0042439889708446336 0.0052218637481418351 0.0013008518302326379 -0.00013845317448041156 0.0044885346861277863 0.0034627461623860964 0.0050440057824557745 0.0024774251630190424 0.0018960775110288405 0.0036227334887984869
leaf_weight=59 52 91 50 119 68 35 27 35 53 22 30 125 71 64 32 28 260 22 30 26 33 1189 22 28 80 36 311 33 42 48
leaf_count=59 52 91 50 119 68 35 27 35 53 22 30 125 71 64 32 28 260 22 30 26 33 1189 22 28 80 36 311 33 42 48
internal_value=0 0.00249337 0.00490528 0.00225538 0.00275356 0.00413903 0.0050586 0.00383412 0.00354375 0.00135031 0.00328771 0.00476022 0.00355787 0.00522157 0.00481893 0.00599622 0.00489012 0.00461057 0.00229742 0.00504664 0.00516554 0.00519008 0.00111986 0.000494841 0.00485397 0.00410476 0.00512336 0.00243494 0.00272587 0.00315613
internal_weight=0 590 2531 538 347 422 2109 103 225 191 190 745 160 1364 197 92 620 282 244 165 1272 1239 169 50 139 89 338 214 123 81
internal_count=3121 590 2531 538 347 422 2109 103 225 191 190 745 160 1364 197 92 620 282 244 165 1272 1239 169 50 139 89 338 214 123 81
is_linear=0
shrinkage=0.00145689


Tree=745
num_leaves=31
num_cat=0
split_feature=1 3 1 45 10 394 4 42 16 158 2 4 15 0 12 3 4 16 1 16 157 51 15 2 131 12 49 474 1452 16
split_gain=30.6883 8.00419 4.96702 7.83033 4.80039 3.74483 3.47374 3.1362 3.03999 3.03462 5.53367 2.85314 3.18004 2.47589 3.6272 3.33246 3.17229 3.42687 4.75438 3.14012 5.29124 4.99413 4.50943 3.3133 3.82006 3.62609 3.04919 2.78843 2.72696 3.35421
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -0.062879999999999978 -1.0000000180025095e-35 0.042705000000000007 0.11066000000000001 -0.44310499999999992 0.086290000000000019 0.092635000000000009 -0.03898999999999999 -0.011389999999999999 -0.079119999999999982 -0.085119999999999987 0.084940000000000015 -0.49013999999999996 0.19444000000000003 0.082535000000000011 -0.073404999999999984 -0.081364999999999979 -0.020969999999999996 0.040760000000000005 0.09678500000000001 0.083410000000000026 0.091715000000000005 -0.069799999999999987 0.087530000000000011 0.086765000000000023 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 7 -4 -2 13 -3 9 10 -8 -7 -13 15 -15 28 17 -16 -19 23 -21 27 -23 24 25 -18 -17 -22 29 -1
right_child=1 2 4 -5 -6 11 8 -9 -10 -11 -12 12 -14 14 16 26 19 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020919765105241964 0.00021255535571956908 0.00092870517361245139 -0.0015155999089750932 0.0030938093976555746 0.00046147592815118079 0.0022069645956485943 0.00020916512939596625 -0.0003880634682036395 0.0012939370600399201 0.0031577587820485905 0.0022759177763694697 0.00158420229306295 9.4131357433041373e-05 0.00032615815116174605 0.0034089861135512974 0.0022491096874713481 0.00052276473263411147 0.0004767874862158497 0.002536790542865913 -0.00028484646490648175 0.0018659870881594137 0.00068586038227097762 0.0016941353806724361 0.0031629795337798521 0.0029316196169372295 0.0019693772462071406 0.00070456700912056467 0.0032856334055387502 0.0030041778829958707 0.0013761779013484634
leaf_weight=1164 25 347 20 21 76 85 23 25 216 24 61 153 21 22 30 26 32 20 52 20 44 82 189 31 33 74 45 30 39 91
leaf_count=1164 25 347 20 21 76 85 23 25 216 24 61 153 21 22 30 26 32 20 52 20 44 82 189 31 33 74 45 30 39 91
internal_value=0 0.00106023 0.000781778 0.000960634 4.95851e-05 0.00153967 0.00188506 0.000840213 0.00153987 0.00203174 0.00171002 0.00166777 0.00140437 0.00194032 0.00175957 0.00202757 0.00180908 0.0023894 0.00196457 0.00169844 0.00151071 0.0016148 0.00138905 0.00210152 0.00186479 0.00153266 0.00127017 0.00244152 0.00206913 0.00204007
internal_weight=0 773 489 393 96 284 2348 372 324 108 84 259 174 2024 659 1365 637 102 72 535 365 345 271 170 139 106 71 74 1294 1255
internal_count=3121 773 489 393 96 284 2348 372 324 108 84 259 174 2024 659 1365 637 102 72 535 365 345 271 170 139 106 71 74 1294 1255
is_linear=0
shrinkage=0.00359063


Tree=746
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 2 4 2 14 4 0 12 0 52 2 0 4 50 49 4 1 0 1 1 4 16 158 151
split_gain=1658.57 198.109 174.06 113.038 107.909 67.0797 61.1979 53.1878 46.8952 45.2127 41.7637 31.757 30.1536 30.2033 29.5109 26.7373 34.5724 25.5914 24.0881 19.8028 19.2506 18.6781 16.3906 16.2177 16.0167 15.2849 14.3364 14.1535 14.143 18.2891
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.04735000000000001 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.076175000000000007 -0.062539999999999984 -0.079119999999999982 0.13597000000000004 -0.23194499999999998 0.08257500000000001 0.10381000000000001 -0.068189999999999987 0.27834500000000006 0.041865000000000006 -0.012034999999999999 -0.46376499999999993 0.096255000000000021 -0.10836499999999999 0.12000500000000001 0.13436000000000001 -0.49405499999999997 -0.44310499999999992 0.07968500000000002 -0.044604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 14 7 10 24 -6 -9 12 -11 23 26 -1 16 17 22 27 -7 -2 -16 -10 -4 -3 -13 -14 -8 29 -23
right_child=1 5 6 -5 8 19 18 9 15 11 -12 25 13 -15 21 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0069952139081474228 0.0036310706593832369 0.0026386741980797554 0.0045269638138738504 0.0026060735979251508 0.0055920533027402613 0.00088147854330236338 0.005670311401225466 0.0046839131118358961 0.0048825430679437509 0.0043706488765193419 0.0069196780665986965 0.0026481946376360685 0.0061025281830383192 0.0038263295713011421 0.0060519170295617753 0.0051746018551543068 0.0025764655394457979 0.0026803772800208289 0.003476179448634811 0.0023344455674088158 0.0052081355727822973 0.0059456277635490211 0.0035979223165974899 0.005850010053038545 0.0012488557624388895 0.0013365346623363558 0.0054076259803369307 0.0048763051250203596 0.0058574641302634647 0.0043971889729625029
leaf_weight=22 20 24 20 74 31 85 67 28 49 21 61 132 72 24 42 22 60 26 21 26 92 20 37 1174 66 22 505 165 28 85
leaf_count=22 20 24 20 74 31 85 67 28 49 21 61 132 72 24 42 22 60 26 21 26 92 20 37 1174 66 22 505 165 28 85
internal_value=0 0.00275914 0.00547164 0.00400333 0.00461753 0.00218632 0.00564254 0.00255171 0.00392818 0.00296502 0.00573417 0.00268999 0.00569388 0.00542773 0.00540486 0.0036623 0.00346887 0.00394694 0.00497036 0.00122181 0.00492652 0.00520493 0.00432986 0.00582785 0.00161947 0.00246081 0.00549434 0.00510561 0.00493746 0.00469213
internal_weight=0 590 2531 186 422 404 2109 293 225 203 1856 175 1795 601 197 194 172 112 253 111 112 175 86 1194 90 154 577 232 133 105
internal_count=3121 590 2531 186 422 404 2109 293 225 203 1856 175 1795 601 197 194 172 112 253 111 112 175 86 1194 90 154 577 232 133 105
is_linear=0
shrinkage=0.00145689


Tree=747
num_leaves=31
num_cat=0
split_feature=1 12 1 51 1 14 484 159 4 0 1 3 151 49 42 2 4 4 2 131 52 1424 399 151 12 42 3 3 123 43
split_gain=31.6551 8.70309 5.45493 3.44069 4.96091 3.40455 3.28049 3.4964 3.12161 3.23255 8.26267 4.44886 2.89974 2.82394 2.83523 3.47494 3.1197 3.48233 2.82459 2.7628 2.68627 2.66757 2.55811 2.53746 3.04268 2.38312 3.03524 2.72962 2.47218 4.32334
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 -0.40274499999999996 0.16773500000000005 -0.10708499999999999 -0.0068949999999999992 0.092820000000000014 0.033845000000000007 -0.09515499999999999 0.08592000000000001 -0.045649999999999989 0.086470000000000005 -0.083094999999999988 -0.035074999999999988 0.10252500000000002 -0.17966999999999997 -0.00027999999999999998 0.094835000000000017 0.078765000000000016 0.19022000000000003 1.0000000180025095e-35 0.085965000000000014 1.0000000180025095e-35 0.090285000000000018 0.091625000000000012 -0.0063699999999999989 0.095270000000000007 0.084475000000000008 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -2 20 -4 -7 12 9 10 19 21 25 -1 15 -15 -16 -18 -19 -3 -5 22 -11 24 -10 26 28 -28 29 -8
right_child=3 8 5 4 -6 6 7 -9 23 11 -12 -13 -14 14 16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0029753645152648701 0.0018914922378190345 0.0025036025352015612 0.002077871964185676 0.00059006410938469386 -0.0010268429209641977 0.0023236584054072418 0.0014581718215251076 -0.00039030993945413642 0.0019135072856884597 0.0017954367237432915 0.0006910054877007078 0.00028296756872577819 -4.6452333839299326e-05 8.8970648207892917e-05 0.0026009715954710276 0.0019811640618429271 0.00070566613678644001 0.0028641034840513101 0.0012168092777723424 0.0038789434754882054 0.0018717115922486868 0.0029699410974690656 0.0022860832573427612 0.0026195406978616236 0.0011876302472187776 0.00014631971751429213 0.0021903568516239255 0.0012021530871115242 0.0016239291811295223 -0.0003230504911677591
leaf_weight=21 24 102 37 293 21 20 26 22 99 1552 28 21 27 25 48 20 35 26 22 20 20 24 132 22 199 26 48 96 26 39
leaf_count=21 24 102 37 293 21 20 26 22 99 1552 28 21 27 25 48 20 35 26 22 20 20 24 132 22 199 26 48 96 26 39
internal_value=0 0.00172338 0.00134842 0.000654065 0.000565148 0.00110462 0.000995503 0.000909815 0.00181956 0.00187216 0.00234863 0.00183083 0.00100913 0.0018026 0.00166266 0.000929945 0.00191436 0.00151729 0.00210909 0.00272907 0.000671959 0.00184986 0.0018339 0.00151064 0.00142878 0.00111833 0.00122587 0.00153155 0.00074215 0.000389438
internal_weight=0 2763 564 358 334 367 330 310 2199 1879 150 1729 288 197 176 45 131 83 48 122 313 1708 1684 320 298 261 235 144 91 65
internal_count=3121 2763 564 358 334 367 330 310 2199 1879 150 1729 288 197 176 45 131 83 48 122 313 1708 1684 320 298 261 235 144 91 65
is_linear=0
shrinkage=0.00338353


Tree=748
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 132 1 2 15 40 47 1 13 0 52 14 12 133 12 4 14 48 16 0 51 2 1429 11 42 481 1446
split_gain=25.6406 7.0495 4.60063 5.33131 5.24754 4.22546 3.52938 4.06686 3.3561 3.04056 4.47106 3.07518 4.33544 3.44511 4.03377 3.48256 3.45908 3.10944 2.71333 2.70913 3.41286 6.05579 3.82916 3.29634 2.62317 4.84593 4.30409 3.20988 2.80925 2.80664
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 0.081185000000000021 0.092880000000000004 0.10060500000000001 0.079055000000000014 -0.077844999999999984 -0.012109999999999998 0.085505000000000012 0.14627000000000004 -0.099939999999999987 -0.055064999999999996 -0.065544999999999978 -0.10708499999999999 0.11351500000000002 0.086085000000000009 -1.0000000180025095e-35 0.022185000000000003 -0.10708499999999999 0.083685000000000009 -0.29154999999999992 -0.062764999999999974 -0.076794999999999988 0.08647500000000001 0.084770000000000012 0.078065000000000009 0.088295000000000012 -0.084744999999999987 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 11 18 12 17 -13 -15 16 -16 -2 -11 -7 21 -21 -22 -23 25 26 27 -3 -29 -26
right_child=9 24 3 -5 -6 19 8 -9 -10 10 -12 13 -14 14 15 -17 -18 -19 -20 20 22 23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.00014754355436495092 0.0010891460986425592 0.0022690051859038758 0.0021438524580538205 0.0032515578949219763 -0.00053999365156873734 0.0022503628590036938 0.001353415033942984 -0.00021838925502830599 0.0024132191367243071 0.0027403160383525486 -0.00044401502654258955 -0.00013762018884666991 -0.0017437590537444435 0.0027739996282505203 -0.0005136994284190865 0.0023109130158038365 0.0012373645251343268 -0.00063300705150510345 0.0011926942868542576 0.0013343038639444997 0.0010358908825170063 0.00032676657299008228 0.0030191271609770142 -0.0019670338203936675 0.00185928292084037 0.0001448215836624533 0.0034376382834193273 0.00048835128748049388 0.0018782869927643248 0.00040191314547106922
leaf_weight=28 40 603 22 28 21 29 72 26 152 27 20 46 21 21 35 20 39 30 59 47 78 21 20 20 1209 20 41 26 278 22
leaf_count=28 40 603 22 28 21 29 72 26 152 27 20 46 21 21 35 20 39 30 59 47 78 21 20 20 1209 20 41 26 278 22
internal_value=0 0.00185364 0.00145034 0.00153381 0.00143913 0.00152447 0.00185934 0.000864305 0.00207257 0.000703501 0.00127809 0.00046181 -0.000132344 0.000797636 0.00117174 0.000813787 0.000409159 0.00035108 0.00167858 0.00110082 0.00092159 0.000343565 0.00144063 -0.00079216 0.00195708 0.00211458 0.00215613 0.0020982 0.00175941 0.00183324
internal_weight=0 2763 564 536 508 487 272 48 224 358 106 252 91 161 115 94 74 70 86 215 186 88 98 41 2199 968 948 907 304 1231
internal_count=3121 2763 564 536 508 487 272 48 224 358 106 252 91 161 115 94 74 70 86 215 186 88 98 41 2199 968 948 907 304 1231
is_linear=0
shrinkage=0.00404364


Tree=749
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1 148 133 48 0 16 484 160 159 49 0 3 15 47 0 0 11 16 159 3 43 43 50 50 15 51
split_gain=21.8432 7.69878 5.61668 3.57681 3.24066 5.72992 4.87794 3.61611 3.79946 6.40719 2.99204 4.67641 2.87687 2.87067 3.42095 2.63147 2.57638 2.49329 2.46095 4.69452 3.38392 2.74966 3.38877 2.66252 2.50772 2.57399 2.52933 4.76109 3.39689 3.06166
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.091785000000000019 -0.07990499999999999 0.084760000000000016 0.10990500000000002 -0.085669999999999982 -0.090344999999999995 0.096415000000000015 -0.23686999999999997 0.085035000000000013 -0.067649999999999988 -0.14723999999999998 -0.022174999999999997 0.13592500000000005 0.11227500000000001 -0.14226499999999997 -0.13027499999999997 0.079300000000000009 -0.0007049999999999999 -0.0118 -0.0043399999999999992 -0.14386499999999997 -0.12152999999999999 0.10883000000000001 1.0000000180025095e-35 -0.010414999999999999 -0.023524999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 16 -6 7 8 9 -7 11 -2 -13 -11 -15 -14 18 -9 21 -20 24 22 -1 -24 -21 -26 27 -27 -28 -29
right_child=3 -3 -4 -5 5 6 -8 17 -10 13 -12 12 15 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 25 26 28 29 -30 -31
leaf_value=0.00343886690741774 0.0026557408087898634 -0.00027958351996549516 0.00053313869074286617 -0.00092477219208970604 -0.00068741054951645573 0.002206051624336648 0.0009237434465414737 0.0040616971326767788 0.0019668871579262754 0.0015519385008290394 -0.00058836786506763483 0.00049816031736305173 0.0025071800782087402 -0.0014027540975064564 0.00074447929369433191 0.00078945212952294559 0.0008440673001875648 0.0020306758806623651 -0.00016992655344985575 0.0024493872499131756 0.00045358409660676522 0.0037715084518358854 0.0026287373857277942 0.0011029173123970695 0.00077496940166875991 0.0018436565158252104 0.0017380161001338702 0.0040735956175745845 0.00027012258637849863 0.002369234080898596
leaf_weight=28 24 33 64 24 20 54 143 20 283 23 27 225 27 24 29 38 42 23 20 137 29 23 35 48 38 1309 105 21 38 167
leaf_count=28 24 33 64 24 20 54 143 20 283 23 27 225 27 24 29 38 42 23 20 137 29 23 35 48 38 1309 105 21 38 167
internal_value=0 0.00174023 0.00176471 0.000645031 0.00179435 0.00152772 0.00160168 0.00181428 0.0016934 0.00109804 0.000755516 0.000871073 0.000723376 0.000310768 -0.000227853 0.00150297 0.00187525 0.00297534 0.00189693 0.00185734 0.00187933 0.0024476 0.00217328 0.00174634 0.00190211 0.00185743 0.00188251 0.00193357 0.00134795 0.00255961
internal_weight=0 2756 2723 365 2659 619 599 456 413 130 341 314 290 76 53 65 2040 43 1998 1864 1844 134 111 83 1815 1678 1640 1497 143 188
internal_count=3121 2756 2723 365 2659 619 599 456 413 130 341 314 290 76 53 65 2040 43 1998 1864 1844 134 111 83 1815 1678 1640 1497 143 188
is_linear=0
shrinkage=0.004207


Tree=750
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 47 2 2 14 15 11 1 4 15 12 3 151 4 131 2 14 1 47 52 1375 4
split_gain=1663.61 271.35 162.377 124.533 98.268 80.2656 71.6054 54.8426 46.9717 43.4016 40.502 32.3635 31.4436 27.0058 24.2075 18.1008 27.0095 17.2124 12.6685 12.9211 12.241 12.1564 11.0568 15.3429 10.9838 10.6798 10.2141 9.49482 9.20223 8.95023
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13712500000000002 0.13082500000000002 0.11474000000000002 0.13754500000000003 0.062655000000000016 -0.13578499999999996 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 -0.087679999999999994 0.095780000000000018 -0.10831999999999999 -0.089309999999999987 0.23246000000000003 0.08844500000000001 0.31358000000000003 -0.41790499999999997 0.091450000000000017 0.090100000000000013 0.40674500000000008 0.08376500000000002 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 20 6 12 17 14 11 21 13 25 24 15 18 -17 -1 19 -8 -3 -6 23 -13 -4 27 -22 29 -21 -5
right_child=1 2 9 5 10 -7 8 -9 -10 -11 -12 22 -14 -15 -16 16 -18 -19 -20 28 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045578575839746224 0.004336895168540412 0.0024975107541153493 0.0017120133591385603 0.005355222564340058 0.0042052094232164694 0.0017480972755141999 0.0035332062517697284 0.0022418137276932443 0.002674965947952098 0.002275266514362649 0.0019202429627484877 0.00031806526646129956 0.0055252642869659148 0.0022478361811150158 0.0048800299083935818 0.0044075602467946087 0.0026092407724136665 0.0033049064320973321 0.0039555659861314632 0.0043300572696318854 0.0015799723106675319 0.0031466238404623779 0.0011213904877787283 -0.00098454283986649529 0.00060987542002090972 0.0042676662481755806 0.0025551191474180424 0.0038663258678699004 0.005191330242469038 0.0045994165890085141
leaf_weight=35 76 39 20 28 51 20 34 67 38 37 26 74 60 32 77 26 33 42 299 355 171 30 20 20 74 200 21 30 23 1063
leaf_count=35 76 39 20 28 51 20 34 67 38 37 26 74 60 32 77 26 33 42 299 355 171 30 20 20 74 200 21 30 23 1063
internal_value=0 0.00198465 0.00169396 0.00430501 0.00230777 0.00437999 0.00440322 0.00311481 0.0041102 0.000944984 0.00335318 0.000739898 0.004591 0.00120081 0.00417459 0.00410405 0.00340172 0.00387443 0.00416233 0.00431238 0.00182353 0.00381314 0.000230472 4.09146e-05 0.000844373 0.00454856 0.00168663 0.00459868 0.00438246 0.00461881
internal_weight=0 691 615 2430 338 2286 2266 144 885 277 107 240 1381 126 847 770 59 77 711 412 231 81 114 94 94 1321 192 1121 378 1091
internal_count=3121 691 615 2430 338 2286 2266 144 885 277 107 240 1381 126 847 770 59 77 711 412 231 81 114 94 94 1321 192 1121 378 1091
is_linear=0
shrinkage=0.00131955


Tree=751
num_leaves=31
num_cat=0
split_feature=4 2 3 12 394 38 40 457 2 2 42 160 484 52 159 11 16 15 14 52 1 41 4 16 16 3 132 1429 2 1419
split_gain=22.7833 7.4506 5.72583 3.43132 4.95359 3.89626 7.69871 3.3217 3.27574 2.85653 2.82489 2.69645 2.48093 3.97542 2.5863 2.58388 3.23951 2.88873 2.42855 3.04296 4.82575 2.63874 2.27888 4.69611 2.61775 2.58575 2.16256 2.16304 2.14783 2.00108
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 -0.081984999999999988 0.091770000000000004 -0.045684999999999996 0.29113500000000009 0.25063000000000007 -0.020134999999999997 0.11934000000000002 -1.0000000180025095e-35 0.096415000000000015 0.039215000000000007 0.11639500000000001 0.081005000000000008 -0.54928499999999991 -0.44764999999999994 0.019675000000000002 -0.088204999999999992 0.082535000000000011 0.085095000000000018 -0.49405499999999997 0.25084500000000004 0.27776000000000006 -0.22605499999999998 0.31127000000000005 0.11023000000000001 0.11682500000000001 0.089400000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 10 12 -6 18 -12 13 14 15 16 -2 -18 21 -20 -21 22 23 -5 -25 -24 27 29 -15 -27
right_child=8 -3 -4 7 5 -7 -8 -9 -10 -11 11 -13 -14 28 -16 -17 17 -19 19 20 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.0026685457871212454 0.0013960352431685371 -0.00018810241798778994 0.00046703146457423175 0.0031448841297097409 0.00020241413614517878 0.002237708200415264 -0.00090679572904022148 0.00029080478034843792 -0.00072905418229439369 0.0013827684144037023 -0.00015891302725319498 0.0013097833966162005 -0.00040106812633640182 0.0020024137114085854 0.001589462860444438 0.0012859139328994815 -0.00081978894742269705 0.00030623419943469658 0.0013217054049705298 0.0019495968814944769 0.0041286144054776012 0.00044895358283675502 0.0006522902923506434 0.00065325370520138385 0.0020120446915247716 0.0016224915306845358 0.00046387964257344112 0.00059322874986834093 0.00070437156091742912 0.0026252345853670675
leaf_weight=24 26 33 64 38 35 26 30 25 24 108 20 83 27 42 26 35 39 119 32 38 20 25 37 25 68 1952 21 26 27 26
leaf_count=24 26 33 64 38 35 26 30 25 24 108 20 83 27 42 26 35 39 119 32 38 20 25 37 25 68 1952 21 26 27 26
internal_value=0 0.00150777 0.00152833 0.00155387 0.00112756 0.000941709 0.000746934 0.0015929 0.000553132 0.00109387 0.0016064 0.0010246 0.000643374 0.000733183 0.000518776 0.000391662 0.00022156 2.82918e-05 0.00163236 0.00221057 0.00270098 0.0016089 0.00162212 0.00208134 0.00164678 0.00159295 0.00161014 0.00162215 0.00149448 0.00163567
internal_weight=0 2756 2723 2659 223 199 173 2436 365 143 2411 103 341 314 245 219 184 158 2308 90 58 2218 2193 131 93 2062 2025 2004 69 1978
internal_count=3121 2756 2723 2659 223 199 173 2436 365 143 2411 103 341 314 245 219 184 158 2308 90 58 2218 2193 131 93 2062 2025 2004 69 1978
is_linear=0
shrinkage=0.00359063


Tree=752
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 14 4 2 47 4 150 0 15 12 4 2 1 48 1 2 15 12 15 2 51 47 10 34
split_gain=1706.91 272.522 164.096 137.28 124.045 77.4629 56.1799 53.5386 51.9534 38.8151 35.1576 32.0924 27.0934 20.6342 47.6587 24.5368 22.8072 17.988 16.2603 15.3151 14.4844 14.0212 13.1435 13.0824 11.0602 10.3123 9.72234 10.9459 9.30553 8.75337
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.099185000000000009 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.13501500000000002 0.13082500000000002 0.24564500000000003 1.0000000180025095e-35 -0.11173999999999999 -0.11713499999999999 0.09141500000000001 -0.52556499999999995 0.094835000000000017 0.11669000000000002 0.12933000000000003 0.083135000000000014 0.17025000000000004 -0.059484999999999989 0.095780000000000018 0.079055000000000014 0.087995000000000004 -0.085989999999999997 0.078345000000000012 -0.38851999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 18 7 17 11 -6 12 21 13 23 14 -5 16 -15 -1 26 -20 -16 29 -19 -7 -17 -22 -3 -28 -23 -4
right_child=1 2 10 5 8 9 -8 -9 -10 -11 -12 -13 -14 15 20 24 -18 22 19 -21 25 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0051130279477765023 0.0047649230436712896 0.0015246771406499727 0.00046762194214157048 0.0059511128273579362 0.0042047726022775116 0.0047489361131494408 0.0026298995546023066 0.005935424479572543 0.0023945089636645445 0.0030498855228836752 0.0025831170401953148 0.003413696998804781 0.0031507996004387028 0.0063351158681850287 0.0045596694045282353 0.0043979588236487807 0.0049745938067157248 0.0043628614743852542 0.0015407076072317622 0.0027014940488960556 0.0041036053939396801 0.00077813037958775525 0.0030368231522164162 0.004263024655739021 0.0048013675337020565 0.0029375120466946813 0.0023168953710199229 0.0033070585809235886 -0.00036506201685864603 0.0013053907580652929
leaf_weight=26 71 21 28 23 83 176 69 78 39 39 22 26 27 21 30 179 1143 29 110 23 22 26 22 196 312 30 124 22 22 82
leaf_count=26 71 21 28 23 83 176 69 78 39 39 22 26 27 21 30 179 1143 29 110 23 22 26 22 196 312 30 124 22 22 82
internal_value=0 0.00236781 0.00208509 0.0046941 0.00252621 0.00477126 0.00347764 0.00488629 0.00362608 0.0042817 0.00105091 0.00484047 0.0044021 0.00486155 0.00430543 0.00489683 0.00499914 0.0042373 0.00207894 0.00174145 0.00384384 0.000837566 0.00379084 0.00449292 0.0046543 0.00343086 0.00234772 0.0024661 0.000254167 0.00109214
internal_weight=0 673 602 2448 422 2302 146 1864 122 438 180 1786 399 1760 105 1655 1164 77 300 133 82 158 51 372 491 52 167 146 48 110
internal_count=3121 673 602 2448 422 2302 146 1864 122 438 180 1786 399 1760 105 1655 1164 77 300 133 82 158 51 372 491 52 167 146 48 110
is_linear=0
shrinkage=0.00129368


Tree=753
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 4 2 13 160 16 52 1 2 34 13 3 1 159 16 52 131 4 0 3 1
split_gain=1287.83 229.297 131.836 113.643 100.05 69.2821 46.6999 44.2544 39.832 36.8711 36.6827 22.3545 16.4522 18.4832 25.7399 16.2662 15.212 20.6393 14.2534 18.2152 18.057 13.6409 13.019 10.9064 9.72575 9.50206 9.30816 15.7208 11.4792 9.18871
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.089885000000000007 0.077845000000000011 0.27834500000000006 0.17025000000000004 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.028109999999999996 -0.28558999999999996 0.10299500000000002 0.091450000000000017 0.087225000000000011 0.13751500000000003 0.40674500000000008 0.09055500000000001 -0.39518999999999993 -0.070154999999999981 0.086245000000000016 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 12 6 7 8 21 -5 -6 18 29 22 -15 -10 -17 -18 -4 -20 -21 24 -14 -7 26 -2 -1 28 -28 -3
right_child=1 2 11 9 10 23 -8 -9 15 -11 -12 -13 13 14 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0055208855874587376 0.0049202314375735301 0.00233549866933735 0.00079293892135042497 0.0043803806242913154 0.0040977531010390703 0.0025320446317621766 0.0027659231819569768 0.0055261066278572942 0.0051330994071350257 0.0026473170544266153 0.0026488997163813901 0.00064076619095217678 0.0040526312542776147 0.0026505280495414912 0.0010240728691538771 0.0043828284434326032 0.0027421799897030725 0.0042716049171366921 0.0012110072735545016 0.0017197873435576135 0.0031310900960844299 0.004424572432950696 0.0026534605285631098 0.0037507412496735814 0.0040670493866972095 0.0039313744663142958 0.0048243627976349915 0.0038059380627275814 0.003918298391369349 0.00175825430685684
leaf_weight=28 54 84 25 28 85 27 22 84 43 67 42 49 20 72 20 743 22 40 41 35 25 206 23 21 30 22 1020 26 23 94
leaf_count=28 54 84 25 28 85 27 22 84 43 67 42 49 20 72 20 743 22 40 41 35 25 206 23 21 30 22 1020 26 23 94
internal_value=0 0.00255564 0.0022988 0.00451792 0.00266914 0.00457324 0.00460489 0.00462275 0.00458796 0.00315811 0.0036186 0.00136767 0.0022839 0.00261779 0.00229695 0.00437306 0.00433246 0.00372891 0.00165035 0.00186259 0.00230783 0.00472467 0.00330424 0.00306522 0.00477952 0.00463398 0.00479901 0.0047801 0.00480438 0.00203066
internal_weight=0 691 615 2430 440 2335 2287 2265 2181 95 127 175 313 135 92 848 805 62 126 101 60 1333 43 48 1127 76 1097 1069 1043 178
internal_count=3121 691 615 2430 440 2335 2287 2265 2181 95 127 175 313 135 92 848 805 62 126 101 60 1333 43 48 1127 76 1097 1069 1043 178
is_linear=0
shrinkage=0.00126831


Tree=754
num_leaves=31
num_cat=0
split_feature=1 155 2 457 15 11 41 160 2 4 10 1 2 15 124 4 15 10 1 16 2 16 13 3 51 1456 402 159 50 3
split_gain=29.1085 7.56997 5.07225 6.99776 7.60665 6.41597 4.13871 4.03343 3.7959 3.21997 3.13289 3.09822 5.21311 4.49046 2.63859 2.56595 4.73651 3.68168 4.00203 4.39576 2.50755 2.45794 2.44688 2.39823 2.32536 3.80962 3.27188 3.67225 3.25048 6.48914
threshold=0.10124500000000002 0.084785000000000013 0.12043500000000001 0.079590000000000008 -0.41942499999999994 0.081365000000000007 0.083035000000000012 -1.0000000180025095e-35 -0.0050599999999999994 0.042705000000000007 0.11192500000000001 0.083345000000000016 0.087955000000000019 -0.093244999999999981 -0.081949999999999981 -0.059649999999999988 -0.026084999999999994 -0.3960249999999999 0.13534000000000004 -0.11676499999999999 0.13913500000000004 -0.45661999999999997 0.0015850000000000003 0.0068900000000000012 0.081440000000000026 -0.077604999999999993 0.090075000000000002 0.082585000000000006 0.079410000000000008 -0.092984999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 7 8 15 23 14 20 -9 12 -11 -13 -6 -4 17 -17 -19 -20 24 -14 -23 -2 -1 -26 27 28 29 -27
right_child=1 -3 6 -5 5 -7 -8 10 -10 11 -12 13 21 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018167492193832647 0.00037749124570815346 0.0018787565935963239 0.0012125473122349144 3.9092933194472954e-05 0.0012931528679655446 0.0033647252578380125 0.0019265251346524842 -0.0012479214837021451 0.0015589217705394855 0.0032181632762465062 0.00055778514413813132 0.001421674107225874 0.0019537948049836969 -0.00042959888128777664 -0.00040298682054081756 0.0015833050556654071 -0.0011665405801187878 0.0006773745035372797 0.00025584618037250594 -0.0015226225362690662 0.00056550410453277066 0.0014034250099948624 0.00038859711704841964 0.0018953745856746119 0.0025888704212322228 -0.0010674922008702581 0.0024421440687178125 0.0026013561946604874 0.0015145938376091297 0.0010722085504467323
leaf_weight=1716 26 89 32 66 21 20 20 22 211 20 22 40 70 24 21 25 26 83 41 26 20 136 34 22 32 20 28 20 102 86
leaf_count=1716 26 89 32 66 21 20 20 22 211 20 22 40 70 24 21 25 26 83 41 26 20 136 34 22 32 20 28 20 102 86
internal_value=0 0.000950515 0.000829735 0.00105297 0.0012363 0.00151986 0.000449439 0.000394891 0.00137402 0.0017075 -0.000345068 0.00139433 0.00155849 0.000727447 0.000445083 0.000322651 0.000180976 0.000381178 0.000180824 -0.000434306 0.00175763 0.00142018 0.00120046 0.00107319 0.00176953 0.00148819 0.00135061 0.00121656 0.00108341 0.000668491
internal_weight=0 773 684 431 365 273 253 92 253 2348 44 324 260 64 42 233 201 175 150 67 2024 240 170 48 2004 288 256 228 208 106
internal_count=3121 773 684 431 365 273 253 92 253 2348 44 324 260 64 42 233 201 175 150 67 2024 240 170 48 2004 288 256 228 208 106
is_linear=0
shrinkage=0.00338353


Tree=755
num_leaves=31
num_cat=0
split_feature=1 155 105 2 30 2 2 42 14 4 15 9 12 52 15 0 3 1455 1453 52 16 157 48 11 13 14 3 51 151 1
split_gain=23.5779 6.2411 4.54134 7.57985 3.91108 5.21142 4.53741 3.50109 3.87642 3.69551 3.33834 5.11053 3.24728 3.49887 3.29882 3.16232 3.04469 2.29022 2.75744 2.67725 5.29417 4.48393 4.32091 6.3408 5.03219 3.67218 3.68612 3.56305 3.00079 2.906
threshold=0.10124500000000002 0.11245500000000001 1.0000000180025095e-35 0.31358000000000003 0.09538000000000002 0.10276500000000001 -1.0000000180025095e-35 -0.021469999999999996 -0.072219999999999993 0.51303500000000013 -0.14601999999999996 -0.08477999999999998 0.092255000000000018 0.0031350000000000002 -0.21699999999999997 0.22582000000000002 0.13524500000000003 -0.23681499999999997 -0.13306499999999996 -0.53964499999999982 0.013515000000000001 -0.081364999999999979 0.092150000000000024 1.0000000180025095e-35 -0.0057949999999999989 0.062655000000000016 -0.14989499999999997 0.0053700000000000006 0.10365500000000001 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 5 6 10 -7 9 16 -2 -12 13 14 -10 17 -9 -1 -19 -20 25 -22 23 -23 -24 26 -21 28 -28 -27
right_child=1 -3 -4 -5 -6 7 -8 8 12 -11 11 -13 -14 -15 -16 -17 -18 18 19 20 21 22 24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0023876866371995479 0.0012690988922705244 0.0018875335685362813 0.0023212549948236076 -0.0010303157392447758 -0.00043593118736548334 -0.0004867088824543446 0.0016236126404974266 0.0022304324962651285 -0.00012398910060222842 3.5292745884608235e-05 0.00109411654772977 -0.0012087348757675047 -0.00050702546001041402 -0.00028426454933688257 0.0010696421013697288 0.00020101378997519197 0.00076447930977844658 0.00028887667724793051 0.002143085820401468 0.00016086249538700508 -0.00023620343332504855 0.0012605550136074917 0.0012611110908478797 0.002909853813312659 -0.0010054946724348916 0.0018057814785378838 0.0017038463371204682 0.0012284440720518744 0.00068107159537576561 0.0032710580240761077
leaf_weight=41 52 66 22 28 29 32 151 45 34 21 24 22 34 40 146 20 27 20 95 21 25 266 28 31 20 38 1437 243 35 28
leaf_count=41 52 66 22 28 29 32 151 45 34 21 24 22 34 40 146 20 27 20 95 21 25 266 28 31 20 38 1437 243 35 28
internal_value=0 0.000872573 0.000777824 0.000728254 0.000803201 0.000860422 0.00124829 0.000605592 0.000706323 0.00130916 0.000669998 -7.24718e-06 0.000485601 0.000639007 0.000844178 0.00156749 0.0016807 0.00157923 0.00156473 0.00157599 0.00155118 0.00117516 0.00127743 0.0014327 0.000316692 0.00162839 0.00159802 0.00161561 0.00167953 0.00242741
internal_weight=0 773 707 685 657 628 249 379 347 93 98 46 254 220 180 2348 72 2328 2287 2267 2172 370 345 297 48 1802 1736 1715 1472 66
internal_count=3121 773 707 685 657 628 249 379 347 93 98 46 254 220 180 2348 72 2328 2287 2267 2172 370 345 297 48 1802 1736 1715 1472 66
is_linear=0
shrinkage=0.00345121


Tree=756
num_leaves=31
num_cat=0
split_feature=4 2 11 2 0 12 16 96 40 13 41 2 401 402 160 51 12 151 49 484 2 455 4 1446 483 1429 1425 0 401 1212
split_gain=19.5841 6.18904 5.52555 5.8142 5.44458 5.28924 4.88442 4.2754 4.2304 5.15235 2.87139 2.86185 2.76943 3.93534 2.99616 4.65896 2.9585 3.20869 3.17044 2.59861 2.86774 2.47069 2.74616 3.67415 2.96922 3.89954 4.44537 3.54319 2.65255 2.5505
threshold=0.27044500000000005 0.10060500000000001 1.0000000180025095e-35 -0.0091949999999999983 -0.07384499999999998 0.09320500000000001 0.062650000000000025 0.083725000000000008 0.051255000000000002 -0.23438999999999996 0.079300000000000009 0.25063000000000007 1.0000000180025095e-35 0.11942500000000002 0.11655500000000001 -0.031924999999999995 0.13597000000000004 -0.08483499999999998 -0.080604999999999982 0.11492000000000001 0.14019000000000004 0.088555000000000009 -0.082249999999999976 0.037915000000000011 -0.095084999999999989 0.085185000000000011 1.0000000180025095e-35 -0.086934999999999985 0.084055000000000019 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 -6 9 -3 -4 -2 14 -14 16 -16 17 -11 -19 20 -20 22 29 24 -24 26 28 -27 -26 -5
right_child=11 8 5 21 7 -7 -8 -9 -10 12 -12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0019013025966793317 0.0006093467895801598 0.00025018643675985897 0.0030037051562590419 0.0018232864198884059 -0.00089513951566383269 0.00092982926623534287 0.0043041770284316678 0.0010842368657557955 -0.00048698778155280211 0.00049281916749723833 0.0014174120127025663 -0.00067345004504909328 -0.0007620902426731344 0.0014903962767682537 0.0017078005176651011 -0.00066177681455047816 0.00025600921281082909 0.0028362291659787516 0.0013340501170775794 0.002565791416428348 0.0025977892669962299 0.002559758049783548 0.0021747811505860365 0.0019352471747816965 0.0012521700388490376 -0.00078485934944210877 0.0029498995324468862 0.0010807420890093034 0.0017602720060740081 0.0010734619989809272
leaf_weight=26 341 72 31 418 34 27 20 24 21 37 28 24 20 20 20 23 26 25 313 28 25 28 53 151 987 21 22 35 153 68
leaf_count=26 341 72 31 418 34 27 20 24 21 37 28 24 20 20 20 23 26 25 313 28 25 28 53 151 987 21 22 35 153 68
internal_value=0 0.00141008 0.00150271 0.00146077 0.000535962 0.0023018 0.00277071 -7.60872e-05 0.00109751 0.00115214 0.00225089 0.000524999 0.00127308 0.000364153 0.00134623 0.000440352 0.00143203 0.00150347 0.00159911 0.0015146 0.00142752 0.0015009 0.00148536 0.00140572 0.00134282 0.00130661 0.00135121 0.000381142 0.00132036 0.00171837
internal_weight=0 2756 2126 2020 84 106 79 58 630 609 59 365 537 40 497 43 454 428 391 366 338 1936 1908 1422 1271 1218 1162 56 1140 486
internal_count=3121 2756 2126 2020 84 106 79 58 630 609 59 365 537 40 497 43 454 428 391 366 338 1936 1908 1422 1271 1218 1162 56 1140 486
is_linear=0
shrinkage=0.00359063


Tree=757
num_leaves=31
num_cat=0
split_feature=1 2 454 124 33 13 1 13 2 15 51 15 4 15 0 1424 158 52 52 0 15 4 48 11 4 15 3 130 1446 0
split_gain=15.8999 4.75768 3.34629 2.80204 3.43554 3.08211 2.48551 2.25852 2.79908 2.72497 3.44882 2.70556 3.90183 2.96381 2.28205 2.24991 2.26256 2.97832 2.78491 3.4858 2.22928 2.19081 4.43518 3.38477 4.30843 9.7631 5.52621 3.31452 3.07771 3.10754
threshold=0.11846000000000002 0.10527500000000002 -0.037229999999999992 -0.083859999999999976 0.083840000000000012 -0.0079349999999999993 0.16773500000000005 -0.14819499999999997 0.15361500000000003 -0.080694999999999989 0.090560000000000015 -0.11033999999999998 -0.0083799999999999986 -0.44764999999999994 -0.076899999999999982 1.0000000180025095e-35 0.080150000000000013 0.11639500000000001 -0.0015799999999999998 -0.096374999999999975 -0.074054999999999996 -0.082249999999999976 0.093265000000000015 0.086080000000000018 -0.17966999999999997 1.0000000180025095e-35 -0.11171999999999999 0.087820000000000023 0.037915000000000011 -0.050684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 15 -1 -2 -4 9 11 14 13 -13 -9 -11 16 21 18 19 -18 -16 22 23 24 26 -26 -5 -27 29 -23
right_child=6 2 7 4 -6 -7 -8 8 -10 10 -12 12 -14 -15 20 -17 17 -19 -20 -21 -22 28 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0010763043661366244 0.00054232336714732431 -0.00047810194600431615 0.00035836239468204706 0.0039144809814300029 0.0028119404381360341 -0.00052454691138908039 -0.00067788494773275514 0.00041247657305173437 -0.00011499702823516817 0.00055360510344228532 0.0025997448247116117 0.0010036007507827204 -0.0011157192075144956 0.0018496548477849957 0.0025317838287749563 0.0025219223388668458 0.0025316550052392073 0.0005404943988030162 0.0023959811134202117 0.0011577375377947066 0.0012777338644898364 0.001192313444272041 -0.00016033615040361636 0.00015283023399101305 -0.00091150529664183518 0.0017351055273447512 0.0018106798832696826 0.00074266354993764942 0.0017562253490127739 -0.00023469676345390559
leaf_weight=69 335 20 59 22 21 20 23 37 23 52 26 24 21 37 20 21 32 26 72 93 212 1209 20 21 21 328 60 50 127 20
leaf_count=69 335 20 59 22 21 20 23 37 23 52 26 24 21 37 20 21 32 26 72 93 212 1209 20 21 21 328 60 50 127 20
internal_value=0 0.00126817 0.000962689 0.00134084 0.00136677 0.000716563 0.00046393 0.00101908 0.00110532 0.00117075 0.00134805 0.000708867 1.45848e-05 0.00113107 0.00123346 0.00135246 0.00134077 0.00168272 0.00183347 0.00150946 0.00138584 0.00130017 0.00149783 0.00156389 0.0016255 0.00147144 0.00237511 0.00160383 0.00122408 0.00116909
internal_weight=0 2763 531 2232 2143 89 358 511 452 429 310 119 45 74 284 2122 2101 223 197 125 232 1878 522 502 481 399 82 378 1356 1229
internal_count=3121 2763 531 2232 2143 89 358 511 452 429 310 119 45 74 284 2122 2101 223 197 125 232 1878 522 502 481 399 82 378 1356 1229
is_linear=0
shrinkage=0.00359063


Tree=758
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 47 2 12 2 2 0 47 1 4 124 12 42 52 131 2 4 47 4 16 2 3 3 3
split_gain=1208.48 242.448 126.127 88.9109 68.8366 42.0766 45.6696 39.0459 32.258 29.8601 27.8723 27.6634 23.8323 48.6416 28.3732 23.1289 18.0864 19.1912 17.4005 12.7811 11.4222 13.6243 10.9578 10.6387 9.77907 9.45025 9.65748 9.08347 9.71086 9.34513
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.099185000000000009 0.088365000000000013 0.062655000000000016 -0.13033999999999998 0.13082500000000002 0.11474000000000002 -0.029094999999999999 0.13754500000000003 0.13501500000000002 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.42051500000000003 -0.083859999999999976 0.087695000000000009 -0.044809999999999996 0.12492500000000002 0.08844500000000001 0.31358000000000003 -0.51843499999999987 0.090100000000000013 0.23246000000000003 -0.0013749999999999997 0.095545000000000005 1.0000000180025095e-35 0.11658 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 -1 10 24 18 15 -11 13 14 -8 -4 -14 22 -5 23 21 -12 -18 27 -6 26 -19 29 -29 -3
right_child=1 2 7 9 8 -7 12 -9 -10 11 20 -13 16 -15 -16 -17 17 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024534763705892255 0.0042169769919797508 0.0020282898049239009 0.0024846323984603876 0.003705833472642181 0.0039925017626318586 0.0050824871551064963 0.0040755986451703188 0.0026880010554184972 0.0021708127496415058 0.003896302956575684 0.0010358912069859685 0.0028587592598239907 0.0032618392692308784 0.0052726708043249757 0.0028868774787374298 0.0014196955070280093 0.0052364202611752796 0.0042691334903126937 0.002431436838415086 0.0031492724622394211 0.0017791381076566741 -5.4080939805421958e-05 0.0043974525140395198 0.0028207934039721945 0.0031831140215726481 0.0039402051067712607 0.0037078162688444719 0.0028989496921442959 0.0020865788075955911 0.0011409836292290278
leaf_weight=20 90 88 42 24 57 80 51 37 24 370 74 39 24 24 60 84 22 649 38 21 20 20 751 32 32 194 45 31 58 20
leaf_count=20 90 88 42 24 57 80 51 37 24 370 74 39 24 24 60 84 22 649 38 21 20 20 751 32 32 194 45 31 58 20
internal_value=0 0.00241627 0.00216305 0.0041387 0.00261744 0.00425061 0.00421444 0.00156759 0.00337639 0.0036825 0.00139486 0.00379737 0.00423379 0.00376009 0.00343305 0.00177467 0.00427175 0.00428634 0.00292475 0.00227439 0.000975062 0.000803982 0.00442133 0.00219416 0.00370149 0.00416883 0.00423274 0.00209238 0.00236954 0.00186397
internal_weight=0 730 640 2391 363 1920 1840 277 113 471 240 409 1820 135 111 126 1685 1661 62 250 114 94 773 229 89 888 694 197 89 108
internal_count=3121 730 640 2391 363 1920 1840 277 113 471 240 409 1820 135 111 126 1685 1661 62 250 114 94 773 229 89 888 694 197 89 108
is_linear=0
shrinkage=0.00117172


Tree=759
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 11 4 0 2 0 1 3 13 52 1 4 4 15 2 0 1 1 3 0 0
split_gain=1652.92 206.201 188.728 109.918 94.967 79.4678 65.0561 55.1982 52.7502 40.7726 37.9308 28.3416 28.0451 41.538 27.541 20.5888 19.6825 19.2894 18.0277 17.8702 16.3859 15.3987 28.9247 16.9467 15.2478 15.2174 14.7169 12.9453 12.2211 10.8707
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 1.0000000180025095e-35 0.053180000000000012 -0.078904999999999989 0.092235000000000025 -0.23194499999999998 0.086105000000000015 -0.065819999999999976 -1.0000000180025095e-35 -0.52606999999999993 0.12958500000000003 -0.14098499999999997 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.11173999999999999 0.16175000000000003 0.12000500000000001 0.12745000000000004 -0.050684999999999994 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 18 7 10 26 -5 19 20 16 13 -10 -1 -12 -8 -11 -2 -9 -4 23 -23 -16 -22 -7 -3 -19 -20 -18
right_child=1 5 6 8 -6 25 11 9 12 17 15 -13 -14 -15 21 -17 29 27 28 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005785277092825847 0.0049133800981048196 0.002107663083281322 0.0037485879371313624 0.0047081400991223505 0.0022340312288672082 0.0010713506076025631 0.0046190414935681221 0.0043081427190107182 0.0041396878248210105 0.0017957480868153407 0.0060282537714551887 0.0038711230959224078 0.0021480450273357126 0.0027459412931430246 0.005124458429526922 0.00474985452835872 0.0043199015377163022 0.0022336643168412041 0.0040351198520480972 0.0026841337506814987 0.0041583234790557319 0.0043935322433885874 0.0028952628081416383 0.0037776102732594791 0.0048591481216839821 -0.00010416021397731661 0.00097061866240337946 0.0033552721509709192 0.0029398006943337426 0.0034727045289223071
leaf_weight=22 28 24 22 31 74 90 517 22 51 94 64 125 49 94 52 28 67 41 63 20 50 76 27 20 1200 21 66 26 21 36
leaf_count=22 28 24 22 31 74 90 517 22 51 94 64 125 49 94 52 28 67 41 63 20 50 76 27 20 1200 21 66 26 21 36
internal_value=0 0.00224373 0.00455487 0.00379581 0.0033271 0.00174495 0.00470676 0.00208438 0.003202 0.00244374 0.00486816 0.00441126 0.00296132 0.00323616 0.00447401 0.00563918 0.00452015 0.00215912 0.00404931 0.00353481 0.00481239 0.00430917 0.00400078 0.00475033 0.00483112 0.000848957 0.00127383 0.00266892 0.00376129 0.00402379
internal_weight=0 590 2531 422 186 404 2109 293 225 203 1364 745 194 145 197 92 620 161 112 42 1272 175 103 72 1250 111 90 67 84 103
internal_count=3121 590 2531 422 186 404 2109 293 225 203 1364 745 194 145 197 92 620 161 112 42 1272 175 103 72 1250 111 90 67 84 103
is_linear=0
shrinkage=0.00124344


Tree=760
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 12 4 47 0 14 52 2 0 15 2 4 16 2 4 12 49 4 0 457 159 3 2 1 0
split_gain=1405.47 174.326 154.627 94.2573 86.8137 66.0186 53.8968 41.243 39.5994 27.9221 27.901 26.0308 28.5113 28.0475 24.6174 24.4788 22.4513 18.3029 18.2453 18.2184 24.1545 16.9695 16.4488 15.0229 14.4527 13.1125 12.1901 11.5649 10.6689 9.9155
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.11690500000000002 0.095330000000000012 -0.17966999999999997 0.085505000000000012 -0.23194499999999998 0.076175000000000007 0.08257500000000001 0.10381000000000001 -0.068189999999999987 0.13592500000000005 0.31358000000000003 0.022185000000000003 -0.042349999999999992 0.10855000000000002 -0.064054999999999987 -1.0000000180025095e-35 -0.012034999999999999 0.033845000000000007 -0.10011499999999998 0.045365000000000009 0.082585000000000006 0.31370500000000007 0.10981000000000002 0.13075500000000004 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 21 25 10 -5 15 -1 22 12 13 24 16 26 23 -10 19 -11 -21 -2 29 -8 -9 27 -7 -3 -6 -4
right_child=1 5 6 7 28 8 14 11 17 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005789001086936094 0.0028189734667763782 0.003357344527286363 0.0037725984409675414 0.0045263953210842303 0.0024180183781181215 0.001370759873180315 0.0054534628746001684 0.0039522085818685243 0.0016470371158653495 0.0049195300332019283 0.0057197359035635175 0.0042330421992893327 0.0019294721598616376 0.0018542777920362761 0.0030197546620692557 -0.00031135465755579244 0.0037269196780555036 0.0030816806137206501 0.0032614907946953613 0.0044746450615466551 0.0028907918514512452 0.0041868961038160867 0.0042467368627291391 0.0043551316435284839 0.002843877959795329 0.0017438639546047856 0.00063366024833868715 0.0023459892290304224 0.001326298153646586 0.0047272725844990067
leaf_weight=22 20 33 20 31 50 126 24 47 49 64 47 22 60 26 30 24 107 24 32 53 26 92 152 376 39 34 60 54 24 1353
leaf_count=22 20 33 20 31 50 126 24 47 49 64 47 22 60 26 30 24 107 24 32 53 26 92 152 376 39 34 60 54 24 1353
internal_value=0 0.00211695 0.00442377 0.00368005 0.00319519 0.00162053 0.00457258 0.00308484 0.00126476 0.00435986 0.00469834 0.00285449 0.00267817 0.00307925 0.00420444 0.000967918 0.00427454 0.0021187 0.0041802 0.00438578 0.00395338 0.00394262 0.00466686 0.00442103 0.00344959 0.00245262 0.00113299 0.00272961 0.00206395 0.00471337
internal_weight=0 590 2531 422 186 404 2109 225 283 197 1572 194 172 112 537 210 507 73 175 143 79 112 1525 400 86 121 186 87 74 1373
internal_count=3121 590 2531 422 186 404 2109 225 283 197 1572 194 172 112 537 210 507 73 175 143 79 112 1525 400 86 121 186 87 74 1373
is_linear=0
shrinkage=0.00134594


Tree=761
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 1 2 4 0 4 2 4 52 49 15 0 4 0 4 0 3 12 0 47 131 2 160
split_gain=1319.57 220.535 138.554 107.031 71.6111 68.3476 44.0588 39.511 37.0351 32.4596 30.4185 47.7536 28.063 27.7184 26.906 25.6626 27.2798 18.4924 16.6292 15.2256 19.5769 16.2106 13.8532 13.2419 12.8934 12.2613 11.6637 10.6537 17.0926 10.2832
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.0061450000000000003 -0.11173999999999999 -0.067104999999999984 0.13754500000000003 0.42051500000000003 1.0000000180025095e-35 -0.007794999999999999 -0.028889999999999996 -0.079119999999999982 -0.49013999999999996 -0.060129999999999996 -0.17966999999999997 -0.15599999999999997 -0.047929999999999993 0.09320500000000001 -0.11013499999999998 0.090100000000000013 0.08844500000000001 0.31358000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 10 13 17 -6 11 22 -7 14 -4 16 -12 -5 -13 24 -21 -22 -1 -14 -20 -18 -3 28 -15 -16
right_child=1 2 7 8 9 12 -8 -9 -10 -11 15 18 23 27 29 -17 25 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038415187492090524 0.0044135689553069382 0.0022010631795039491 0.0025465589901155724 0.0043417318951079519 0.0039316087769224418 0.0022550470185861348 0.005360080181122117 0.0027124460646949298 0.002592954218782442 0.0023347725727561283 0.0024950227386066471 0.0046310116697211735 0.0039983559518821056 0.00098806084698949788 0.0020361677426243537 0.0045088641554334912 0.0046920462201697575 0.002914165371147668 0.0050370974546224785 0.0043802317410588402 0.0042217898432055966 0.0030471219502481699 0.0025888906649489929 0.002924585808518653 0.0041356062864710335 0.003773697385667879 0.0030098779027649654 0.0017118283994966353 -0.00030751532917308854 0.0010605033122354313
leaf_weight=43 76 199 42 47 81 20 85 37 64 26 23 1157 115 74 23 119 28 20 82 364 39 34 20 21 35 114 32 20 20 61
leaf_count=43 76 199 42 47 81 20 85 37 64 26 23 1157 115 74 23 119 28 20 82 364 39 34 20 21 35 114 32 20 20 61
internal_value=0 0.00241529 0.00216835 0.00436265 0.00270264 0.00442494 0.00448279 0.00151639 0.00326942 0.00354359 0.00444655 0.00450704 0.00363031 0.001332 0.00173395 0.00406873 0.0037513 0.00391559 0.00454619 0.00436903 0.00426237 0.00367468 0.00344386 0.00383255 0.00476742 0.00395478 0.00231311 0.000887744 0.000712406 0.00132765
internal_weight=0 691 615 2430 338 2299 2143 277 131 107 2058 1774 156 240 126 284 165 67 1711 554 437 73 63 136 117 142 231 114 94 84
internal_count=3121 691 615 2430 338 2299 2143 277 131 107 2058 1774 156 240 126 284 165 67 1711 554 437 73 63 136 117 142 231 114 94 84
is_linear=0
shrinkage=0.00124344


Tree=762
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 0 12 4 16 14 4 13 15 0 401 4 3 3 3 16 160 10 3 159 52 16 0 151 4 48
split_gain=33.5964 8.46561 5.37117 4.46876 8.50771 3.768 3.56331 3.33601 4.0102 4.00205 5.20708 3.30086 4.09116 3.28294 6.88798 6.05565 5.92176 4.35328 3.92121 6.11441 3.62701 2.92239 2.80741 2.79123 3.56462 2.74509 3.2047 3.84427 2.74217 2.73308
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 0.024095000000000002 -0.42850999999999995 -0.050494999999999991 0.10246000000000001 -0.22253999999999999 0.51164000000000009 -0.086589999999999986 -0.11033999999999998 -0.068604999999999985 0.080710000000000018 -0.42529999999999996 -0.13927999999999999 0.092670000000000016 -0.10831999999999999 0.0039400000000000008 0.05259500000000001 -0.0026549999999999994 -0.026224999999999995 0.082105000000000025 0.084505000000000011 -0.004174999999999999 -0.18901999999999997 -0.030624999999999996 0.42051500000000003 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 21 11 -4 -5 9 10 -9 -6 -13 17 15 16 -15 -1 19 -17 -19 -3 -20 24 -18 26 27 -11 -8 -28
right_child=1 2 6 7 5 -7 28 8 -10 25 -12 12 -14 14 -16 18 23 20 22 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0020146817471498675 0.0020281173506569708 0.00085551271076407976 0.0011126524730609955 0.0018875234957401493 0.0032218242717220102 0.00049411300878271589 0.00028646418382355593 0.0025126374107805926 -0.00072059278018464458 0.00056050411447462994 0.00031471962717173824 0.0032378578667553314 0.0015344335934288369 0.0036625089343754066 1.1556461056432684e-05 0.0017510734918648519 0.00063853186633036467 0.00015444039312116783 0.0018667367272652805 -0.00087617439927800895 0.002026346943744802 -0.00075110808196206279 0.0007761477296083242 0.0028171068256676178 0.0024586850697696765 -0.00055606538041182412 -4.2417033277250954e-05 0.0025142618220823183 -0.0011681959253943806 0.00092530257916180762
leaf_weight=1914 102 47 35 32 25 22 42 34 23 26 22 21 104 34 30 23 30 29 156 21 23 20 36 28 24 23 69 24 26 76
leaf_count=1914 102 47 35 32 25 22 42 34 23 26 22 21 104 34 30 23 30 29 156 21 23 20 36 28 24 23 69 24 26 76
internal_value=0 0.00108325 0.000939617 0.00107374 0.00144008 0.00185461 0.000200012 0.000807607 0.000691252 0.000809765 0.00164917 0.00205414 0.00182061 0.00192936 0.00163074 0.00176874 0.00242732 0.00198738 0.00144503 0.00049716 0.000982399 0.000375924 0.00166225 0.00191516 0.00144749 0.000594138 0.000729803 0.00149831 -0.000269729 0.000464802
internal_weight=0 773 671 568 239 172 103 329 297 274 56 150 125 2348 382 352 116 1966 236 44 52 67 192 82 54 218 195 50 68 145
internal_count=3121 773 671 568 239 172 103 329 297 274 56 150 125 2348 382 352 116 1966 236 44 52 67 192 82 54 218 195 50 68 145
is_linear=0
shrinkage=0.00352023


Tree=763
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 10 12 4 1 2 15 4 48 1 4 484 0 147 13 13 42 3 124 2 3 3 483 0 1 133
split_gain=27.2131 6.88774 4.49884 3.57146 5.89102 3.97064 3.51486 3.07883 3.23092 4.4208 4.18285 2.80884 4.44024 2.72241 2.68067 2.60847 3.07769 5.52575 2.59251 4.65625 4.18657 4.88216 3.61003 3.52304 3.03143 4.61371 2.82016 3.53344 4.06749 2.82581
threshold=0.10124500000000002 0.084785000000000013 0.31534000000000006 0.10252500000000002 -1.0000000180025095e-35 0.069930000000000006 -0.42850999999999995 0.042705000000000007 0.083345000000000016 0.087955000000000019 -0.093244999999999981 -0.050494999999999991 0.14779000000000003 0.10439500000000002 -0.010655 -0.060519999999999997 -0.18901999999999997 1.0000000180025095e-35 0.030370000000000005 0.14871000000000004 -0.079539999999999986 -0.080884999999999985 -0.027784999999999997 0.084055000000000005 -0.14847999999999997 -0.11171999999999999 -0.095084999999999989 -0.11173999999999999 0.086920000000000011 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 14 -4 18 9 -9 -10 -5 13 -13 -6 -15 17 -17 20 -20 21 23 -22 -1 -24 -26 -27 28 -28 -29
right_child=1 -3 6 11 5 -7 -8 8 10 -11 -12 12 -14 15 -16 16 -18 -19 19 -21 22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=0.0028907517172309261 0.00037402546986184013 0.0020121788418270988 0.0010626801342339077 0.0017486932763965349 0.0027359721802486278 0.00051581843037759687 -0.00044641978591137296 0.0033771133565683596 0.0014924682376351872 0.0015490645695634166 -0.00048023726574146557 -0.00048381875645432757 -0.0010427325415861433 -0.00037836601007814854 0.0016400440976185532 0.003336376070645357 0.00079766710972701096 0.00065151171507478217 0.0011586773092779762 0.0021416418525279056 0.00054531754528647659 0.0036656084838758906 0.0028227286530471754 0.0018698308402616036 8.6609012285384322e-05 0.0026189864913989704 0.0018857306099190234 0.0019792473340673631 0.00020827521118032673 0.0014809150077149638
leaf_weight=68 63 89 35 37 43 33 56 20 40 240 24 22 20 21 113 20 198 23 164 114 28 36 48 154 20 71 43 1053 38 187
leaf_count=68 63 89 35 37 43 33 56 20 40 240 24 22 20 21 113 20 198 23 164 114 28 36 48 154 20 71 43 1053 38 187
internal_value=0 0.0010346 0.000907397 0.00102608 0.00136332 0.00169309 0.000134003 0.0018427 0.0015046 0.00168968 0.000752704 0.000776855 0.000658572 0.000778383 0.00194213 0.000884369 0.0009944 0.00190029 0.00189683 0.00156176 0.00195018 0.00238948 0.00187401 0.00218255 0.00189949 0.0018681 0.0018937 0.00185472 0.00109878 0.0019041
internal_weight=0 773 684 593 252 189 91 2348 324 260 64 341 304 284 156 262 241 43 2024 278 1746 258 1488 222 1460 1412 1392 1321 81 1240
internal_count=3121 773 684 593 252 189 91 2348 324 260 64 341 304 284 156 262 241 43 2024 278 1746 258 1488 222 1460 1412 1392 1321 81 1240
is_linear=0
shrinkage=0.0037357


Tree=764
num_leaves=31
num_cat=0
split_feature=1 2 13 106 2 14 4 0 0 48 4 4 160 15 13 0 4 0 42 49 49 3 9 4 0 15 48 1 4 15
split_gain=22.1708 5.92516 3.38852 3.31784 3.17214 3.12138 3.51955 7.29836 3.69435 4.21581 3.78732 10.9475 5.08529 3.74977 3.66662 3.0675 5.94464 5.48421 3.2807 3.2212 3.13401 4.76132 2.80183 2.96755 4.43819 5.32419 3.17115 4.29038 4.55022 3.76361
threshold=0.11846000000000002 0.10672500000000001 -0.08971999999999998 0.086340000000000014 0.15361500000000003 -0.24175999999999997 -0.082249999999999976 -0.046359999999999991 -0.086284999999999987 0.093265000000000015 -0.17966999999999997 -0.111605 -0.085834999999999981 0.087685000000000013 -0.082574999999999982 -0.11173999999999999 0.022185000000000003 -0.14723999999999998 0.091545000000000015 -0.069799999999999987 -0.007794999999999999 -0.0037349999999999996 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.088005000000000014 0.14173500000000003 -0.047864999999999991 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 8 15 13 10 12 -12 -10 14 -7 16 17 19 -17 -8 -18 -22 23 26 -25 -26 29 28 -28 -2
right_child=22 2 4 -5 -6 6 7 -9 9 -11 11 -13 -14 -15 -16 18 20 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0027955335148956975 0.0020232398602279579 0.00049987107734070593 0.0013105634295552259 0.00031165805308199071 1.5435657325036108e-05 0.0034453936948545751 0.0017027565257051681 -0.00034622573331314727 0.0035763526086468839 5.9999845120192902e-05 -0.00085567819150481278 0.0016209222868531559 0.0018226961756344017 0.0013009520878211195 0.0021120679316731037 0.0016151305085279981 0.00078714481866012573 -0.00096063254434967883 0.0012352349831727574 0.0003228585318359289 0.0015046359207155713 0.0034278693344962073 -0.00039267776957206457 0.0013717104802773014 0.00035358870306123868 -0.0014620682854441271 0.0021968591660383161 -0.00090980895807632109 0.00028172915751339104 0.00075021389115326816
leaf_weight=22 46 88 369 26 23 33 34 26 23 20 22 287 107 41 83 1032 35 23 348 45 56 20 33 30 71 25 20 21 49 63
leaf_count=22 46 88 369 26 23 33 34 26 23 20 22 287 107 41 83 1032 35 23 348 45 56 20 33 30 71 25 20 21 49 63
internal_value=0 0.00144159 0.00109988 0.00151344 0.00123457 0.00152728 0.0015148 0.00143198 0.00173247 0.00157923 0.00164844 0.00144459 0.00213296 0.0021805 0.00249138 0.001461 0.00108307 0.00049341 0.00151933 0.000916739 0.00162493 0.00201075 0.000546688 0.00064207 0.000235749 -0.000119239 0.000899339 0.000429288 0.000836839 0.00128745
internal_weight=0 2763 480 2283 392 2257 2235 1619 616 459 439 309 130 157 116 1593 213 102 1380 79 111 76 358 325 126 96 199 90 69 109
internal_count=3121 2763 480 2283 392 2257 2235 1619 616 459 439 309 130 157 116 1593 213 102 1380 79 111 76 358 325 126 96 199 90 69 109
is_linear=0
shrinkage=0.00338353


Tree=765
num_leaves=31
num_cat=0
split_feature=4 2 3 484 12 394 40 2 160 150 12 43 43 2 150 16 151 1213 43 3 16 16 3 16 12 15 160 3 3 13
split_gain=18.4478 6.23847 5.13419 4.44856 3.5621 4.08447 3.03515 2.86628 2.75248 3.38972 2.55386 4.2433 3.58867 6.05897 3.14571 2.95874 3.38874 2.79338 2.71119 2.45647 2.27426 3.38643 3.72104 2.82173 4.2053 2.65611 2.61647 2.67363 3.11573 4.18899
threshold=0.27044500000000005 0.17025000000000004 0.11296500000000002 -1.0000000180025095e-35 -0.010834999999999999 -0.081984999999999988 -1.0000000180025095e-35 0.25063000000000007 -0.071139999999999995 0.091105000000000005 0.086700000000000013 0.10915000000000001 0.016310000000000002 0.084755000000000011 0.10921500000000002 -0.14771999999999999 0.084350000000000008 0.085435000000000025 -0.015774999999999994 0.20828500000000003 0.0057500000000000008 0.40020000000000006 -0.10831999999999999 0.19444000000000003 0.093965000000000007 -0.077219999999999983 -0.54913999999999985 -0.13309499999999996 -0.094874999999999987 0.066795000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -2 -5 19 11 12 14 -14 15 -6 17 -17 -19 -10 26 22 -22 -24 -25 -23 -12 -28 29 -29
right_child=7 -3 3 8 10 6 -8 -9 9 -11 20 -13 13 -15 -16 16 -18 18 -20 -21 21 25 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0024426577305576994 0.00061675225103855304 -0.000175988938291071 -0.00083654510206578026 -0.00017304217620055221 0.0026891594097900881 0.0010235447472115734 -0.00029832403775422952 -0.00069271272491106006 0.0025695698373009741 0.0001507166262203828 0.0026111833316178278 0.0033337085341563024 0.0021481653199619823 -0.00053315132671464995 0.00050338854682860498 0.0016886199423417924 0.0030583677061195055 -0.00026331528670167138 0.0016436875234622161 0.0010730140330776133 -0.00026468516493682414 0.0025390405377795433 0.0013806648971484621 0.001255316621434018 -0.00055864502227658951 0.0013672238060835351 0.002350651037685305 -0.00017437518136537026 0.0015055552810476103 0.0013829476012196756
leaf_weight=24 341 33 21 21 41 170 27 24 28 24 28 20 20 26 29 623 23 20 20 31 32 30 138 40 30 192 45 36 919 65
leaf_count=24 341 33 21 21 41 170 27 24 28 24 28 20 20 26 29 623 23 20 20 31 32 30 138 40 30 192 45 36 919 65
internal_value=0 0.00140685 0.00142604 0.000701018 0.00146092 0.00101616 0.000842375 0.00053065 0.00101149 0.00131119 0.00150227 0.00166738 0.00162583 0.000632639 0.00168626 0.00173345 0.00167633 0.00162838 0.000690186 0.00178324 0.00141499 0.00119955 0.00089798 0.00107685 0.000477904 0.00152558 0.00150605 0.00147699 0.00143845 0.000827862
internal_weight=0 2756 2723 125 2598 221 197 365 104 83 2377 822 802 46 756 727 686 663 40 59 1555 462 240 208 70 222 1093 1065 1020 101
internal_count=3121 2756 2723 125 2598 221 197 365 104 83 2377 822 802 46 756 727 686 663 40 59 1555 462 240 208 70 222 1093 1065 1020 101
is_linear=0
shrinkage=0.00366245


Tree=766
num_leaves=31
num_cat=0
split_feature=4 2 3 15 4 149 48 0 13 0 3 12 394 3 13 38 40 4 11 481 47 13 41 42 1455 52 133 133 13 43
split_gain=15.0206 5.06729 4.35797 4.46929 8.58366 3.04093 3.77703 3.66735 3.92826 3.6775 3.46123 2.77659 3.58449 2.77575 2.74514 2.66571 6.61898 2.50424 2.16215 4.79563 3.6813 3.40853 3.63912 2.34593 2.52572 3.66108 2.17072 2.25989 2.1245 2.10305
threshold=0.26790000000000008 0.17025000000000004 0.11296500000000002 -0.0088349999999999974 -0.031404999999999995 0.091325000000000003 -0.074214999999999989 -0.10474999999999998 -0.10664 -0.15931499999999996 -0.010424999999999999 -0.010834999999999999 -0.081984999999999988 0.20828500000000003 -0.061684999999999997 0.091770000000000004 -0.055059999999999991 0.42642000000000008 1.0000000180025095e-35 -0.051484999999999996 0.079855000000000023 0.030370000000000005 0.079395000000000007 0.11934000000000002 0.10752500000000002 0.51307000000000014 0.15630500000000003 0.41307000000000005 0.05868000000000001 -0.14386499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 13 -5 6 -2 9 -9 17 28 12 -1 -4 -12 16 -14 -8 23 -20 21 22 -21 24 29 -26 -25 -28 -10 -13
right_child=5 -3 3 4 -6 -7 7 8 10 -11 14 18 15 -15 -16 -17 -18 -19 19 20 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0022218046943877573 -0.00059858181216975814 -0.00014925447474243572 0.0019877632131457667 0.00097047776129604874 -0.0017593874535704744 0.0017698498785593442 -0.00012537005193004373 -0.0008516767026801286 0.0012826861108539513 0.0015072322756355813 0.0004388627052090784 0.0016776019544471948 0.00088316517126760285 0.00056998670846323673 -0.0011577219019574226 0.001798227948466627 -0.00090206553453481362 0.0011949208792325623 4.4412656174120865e-05 0.0032925280640039582 0.0031837266024743746 0.0012513360929160687 0.0013679442239950713 0.00017885296201874224 0.0029598822264429647 0.00097882647211341794 0.0021202518831906336 0.00066597650530574222 0.00019108656277606447 0.001223980470578449
leaf_weight=21 41 33 29 34 23 20 44 35 54 68 29 130 141 38 23 24 30 28 20 25 21 93 22 46 25 20 20 35 35 1914
leaf_count=21 41 33 29 34 23 20 44 35 54 68 29 130 141 38 23 24 30 28 20 25 21 93 22 46 25 20 20 35 35 1914
internal_value=0 0.00119498 0.00121134 0.000579314 -0.000131047 0.000460298 0.000386933 0.000514801 0.000183203 0.000931666 0.000440089 0.00124164 0.000867036 0.00118365 -0.000267319 0.000721137 0.000569967 0.000388076 0.00127576 0.00163828 0.00183628 0.00163416 0.00239166 0.0012458 0.00127064 0.00207941 0.000732094 0.0011948 0.000853405 0.00125283
internal_weight=0 2744 2711 124 57 377 357 316 176 140 141 2587 216 67 52 195 171 72 2371 181 161 140 47 2190 2089 45 101 55 89 2044
internal_count=3121 2744 2711 124 57 377 357 316 176 140 141 2587 216 67 52 195 171 72 2371 181 161 140 47 2190 2089 45 101 55 89 2044
is_linear=0
shrinkage=0.00345121


Tree=767
num_leaves=31
num_cat=0
split_feature=4 2 3 484 106 14 13 14 52 41 157 157 149 10 484 160 10 41 2 48 52 52 15 400 52 156 156 1456 151 3
split_gain=12.1667 4.10451 3.52995 3.79704 2.46671 2.58724 5.10712 2.74516 2.94411 3.1843 2.63502 2.57033 2.46316 3.13463 2.70026 2.73906 2.45694 2.5445 2.39295 2.35106 6.08223 3.84009 2.94638 3.88343 3.12609 2.73375 4.68432 3.70611 3.62771 3.84097
threshold=0.26790000000000008 0.17025000000000004 0.11296500000000002 -1.0000000180025095e-35 0.085655000000000009 -0.10708499999999999 -0.16152999999999998 0.076175000000000007 -0.088204999999999992 0.079395000000000007 -0.48214999999999997 -0.14116499999999996 0.091325000000000003 -0.079859999999999987 0.096675000000000011 -0.23686999999999997 1.0000000180025095e-35 0.081560000000000007 0.11474000000000002 0.093265000000000015 0.13140000000000004 1.0000000180025095e-35 -0.094329999999999983 -0.0086949999999999996 1.0000000180025095e-35 0.087205000000000019 0.085835000000000009 0.04871000000000001 -0.091874999999999984 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 10 -9 -10 -8 -12 13 -2 15 -15 17 18 -17 22 21 -21 23 -13 -25 26 28 -27 -24 -30
right_child=12 -3 3 -5 -6 6 7 8 9 -11 11 19 -14 14 -16 16 -18 -19 -20 20 -22 -23 25 24 -26 27 -28 -29 29 -31
leaf_value=0.0021119412060263474 -0.00056392715691910681 -0.00013169515579019978 -0.00080010823742990864 0.00077850546244156212 0.00014685601856979152 -0.00060747958520609904 0.0019967186685747426 0.00089637793786219639 0.0028417322303415189 0.0011307574740825623 0.00038298983409483094 -0.0006816340536916416 0.0015616322730262545 0.0016109536940524674 -0.00066418046914811467 0.00087739022143882379 -0.00038259657655326945 0.0015049773778603079 0.00013266603559365807 0.00077983624544702567 -0.00063678896807028865 0.0022179230912001023 0.0022405900438227447 0.000591007553894468 0.0015614006378246554 0.00070072232823094902 0.0027644916108217244 0.0022220026841058543 0.0019883321848730134 0.0011362633365172104
leaf_weight=29 39 33 21 103 31 20 36 32 33 20 60 20 20 25 23 83 36 29 122 142 31 25 37 123 55 220 22 20 63 1568
leaf_count=29 39 33 21 103 31 20 36 32 33 20 60 20 20 25 23 83 36 29 122 142 31 25 37 123 55 220 22 20 63 1568
internal_value=0 0.00105439 0.00106883 0.00051116 0.00109556 0.00110707 0.00109553 0.00110912 0.00170678 0.00219608 0.00108815 0.00107444 0.000406145 0.000341412 0.000452444 0.000539503 0.000440294 0.000566893 0.000434189 0.00109227 0.000739618 0.000995119 0.00112509 0.000732012 0.000890848 0.00116541 0.0012134 0.000827496 0.00119294 0.00116918
internal_weight=0 2744 2711 124 2587 2556 2527 2507 85 53 2422 2386 377 357 318 295 270 234 205 2326 198 167 2128 198 178 1930 1690 240 1668 1631
internal_count=3121 2744 2711 124 2587 2556 2527 2507 85 53 2422 2386 377 357 318 295 270 234 205 2326 198 167 2128 198 178 1930 1690 240 1668 1631
is_linear=0
shrinkage=0.00338353


Tree=768
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 1 2 2 4 150 2 12 4 47 157 12 11 16 3 160 51 2 15 10
split_gain=1575.73 247.992 147.022 120.581 95.2764 89.5915 49.7693 42.706 42.0217 38.9403 30.0035 27.257 33.1385 26.9434 24.7549 18.8678 18.6184 16.6884 18.0183 13.9988 13.9552 10.7172 10.5896 10.2935 9.97141 9.72875 9.51468 8.85472 8.75031 9.61856
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.09253500000000002 0.27834500000000006 0.089770000000000016 0.090425000000000019 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -0.069619999999999987 0.11734000000000001 1.0000000180025095e-35 0.19444000000000003 0.086245000000000016 -1.0000000180025095e-35 -0.087719999999999979 0.087815000000000018 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 13 15 -5 -6 17 16 14 -4 21 -13 18 -1 -3 -19 22 -7 -22 27 -16 -26 -20 -15 -30
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 12 -14 28 25 -17 -18 20 24 -21 23 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0058882066301708773 0.0044927494337010827 0.0019666877112232552 0.0022899594191862788 0.0041502774467811173 0.0040538373628892198 0.0041711367200034767 0.005628086646600956 0.0025759121188255263 0.0027417174059597561 0.0024660450533671953 0.0025981562429091207 0.0032672774883697932 0.0028407131005565526 0.0010758184447664577 0.0017623249567278319 0.0031104170782204005 0.0044563620054489436 0.0033750433121806805 0.0048060868146214625 0.0028734567914148971 0.0045450642711680174 0.0035371144259092164 0.004822329972743674 0.0037860114903972 0.0048158917602794905 0.00091029454296650354 0.003678769495651974 0.0045605853234909092 0.00082269335354027051 -0.00024250839323222177
leaf_weight=21 71 190 40 34 69 317 76 37 39 63 34 23 25 32 29 28 268 20 741 32 282 37 46 32 20 84 29 347 25 30
leaf_count=21 71 190 40 34 69 317 76 37 39 63 34 23 25 32 29 28 268 20 741 32 282 37 46 32 20 84 29 347 25 30
internal_value=0 0.0022509 0.0019865 0.0044422 0.00256515 0.00449937 0.00462264 0.00130757 0.00400208 0.00305639 0.00357332 0.00458038 0.00424199 0.00111204 0.00143249 0.00411692 0.00436238 0.00465204 0.00472408 0.00209739 0.00440228 0.00418738 0.00425366 0.00446771 0.00470258 0.00112896 0.0041429 0.00472779 0.000548486 0.000241674
internal_weight=0 673 602 2448 325 2351 1884 277 467 97 103 1808 316 240 153 428 291 1492 1158 222 334 400 363 314 1137 113 49 1088 87 55
internal_count=3121 673 602 2448 325 2351 1884 277 467 97 103 1808 316 240 153 428 291 1492 1158 222 334 400 363 314 1137 113 49 1088 87 55
is_linear=0
shrinkage=0.00126831


Tree=769
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 12 2 4 4 0 2 2 4 14 2 52 50 0 13 1 15 47 12 3 2 4 1 4 2
split_gain=1115.61 134.919 121.168 70.0989 66.5664 54.3356 45.4262 36.2956 36.228 30.601 30.1114 27.8546 26.6761 18.8024 17.8507 17.8251 17.5007 16.7623 14.436 14.3965 13.7975 13.7174 13.3276 12.9508 12.3203 11.8787 11.1952 10.9925 10.7644 10.6821
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.12043500000000001 0.14285500000000004 0.095330000000000012 -1.0000000180025095e-35 -0.16363499999999997 0.41257000000000005 -0.068189999999999987 0.092235000000000025 0.10803500000000001 0.061775000000000004 0.076175000000000007 0.10855000000000002 1.0000000180025095e-35 0.041865000000000006 -0.10011499999999998 -1.0000000180025095e-35 0.12958500000000003 -0.41942499999999994 0.077555000000000013 0.13597000000000004 0.12745000000000004 0.31358000000000003 -0.059649999999999988 0.12000500000000001 -0.008819999999999998 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 9 7 14 27 -5 28 11 -10 20 18 -4 22 29 25 -8 -14 -9 -6 26 -20 -21 -7 -1 -3 -2 -13
right_child=1 5 6 8 21 17 13 12 10 -11 -12 16 19 -15 -16 -17 -18 -19 23 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044253154859170436 0.0042461495319625914 0.0020708363093314155 0.0042773183616901965 0.004149819279418366 0.0025275096268594223 0.0009890244484616526 0.0048679225664355142 0.0038967229324160762 0.0036443798553974379 0.00221517394329904 0.0016236842265571214 0.0029009087376814864 0.001748407715737993 0.0032754407975488218 0.0050709086481533277 0.0031338642976644743 0.0036076002577569688 0.0018553681395660998 0.0039660847506642338 0.0020847263727414261 0.0024411830866499142 0.0012455033269152802 0.0050016442879733279 0.0030259359749488257 0.0032008073693079414 -6.4271101499067826e-05 0.0036986070402695082 0.001068491915203871 0.003440332704661939 0.001918884555992344
leaf_weight=60 48 24 1525 35 25 61 27 22 61 24 32 28 94 73 47 32 20 26 412 41 20 29 26 25 26 24 79 66 60 49
leaf_count=60 48 24 1525 35 25 61 27 22 61 24 32 28 94 73 47 32 20 26 412 41 20 29 26 25 26 24 79 66 60 49
internal_value=0 0.00213144 0.00406812 0.00344774 0.0030253 0.00171991 0.00419225 0.0020062 0.00296405 0.0035106 0.00274562 0.00297285 0.00230343 0.00387377 0.00430105 0.00400018 0.00255054 0.000964212 0.00396791 0.0020686 0.00320361 0.00183902 0.00416819 0.0039123 0.00251783 0.000691623 0.00401229 0.00133578 0.00379847 0.00227598
internal_weight=0 590 2531 422 186 404 2109 293 225 132 190 158 203 537 1572 197 97 111 464 161 42 54 165 437 67 85 139 90 108 77
internal_count=3121 590 2531 422 186 404 2109 293 225 132 190 158 203 537 1572 197 97 111 464 161 42 54 165 437 67 85 139 90 108 77
is_linear=0
shrinkage=0.00126831


Tree=770
num_leaves=31
num_cat=0
split_feature=1 155 105 2 0 30 2 2 42 14 48 13 12 15 9 48 16 0 45 4 156 42 129 16 3 4 15 3 11 0
split_gain=17.9812 5.2379 3.63484 5.59278 3.35594 3.25001 2.76526 3.73091 3.19128 3.52276 3.1278 2.92427 3.53583 2.44878 4.1333 2.42182 7.13463 3.52307 2.28267 2.365 3.07329 2.54362 3.04749 3.20233 2.56585 3.16161 3.35586 2.29991 2.39169 3.33742
threshold=0.10124500000000002 0.11245500000000001 1.0000000180025095e-35 0.31358000000000003 0.22582000000000002 0.099000000000000019 0.10222000000000002 -1.0000000180025095e-35 -0.019989999999999997 -0.072219999999999993 -0.065224999999999991 -1.0000000180025095e-35 -0.069644999999999985 -0.14601999999999996 -0.08477999999999998 0.085485000000000019 -0.42170999999999997 -0.076234999999999983 0.081955000000000014 0.042705000000000007 0.013700000000000002 -0.12099999999999998 0.085885000000000017 -0.0087049999999999992 0.086245000000000016 -0.46376499999999993 -0.0072999999999999992 -0.0037349999999999996 0.080455000000000013 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 18 6 7 13 -8 11 -11 12 -10 -2 -15 16 -12 -18 19 21 -21 -1 24 -24 27 -26 -27 28 29 -23
right_child=1 -3 -4 -5 -6 -7 8 -9 9 10 15 -13 -14 14 -16 -17 17 -19 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0019525667542259384 0.0009957079619285767 0.0016991687223711545 0.0020633737473790075 -0.00087237373035565515 -3.1473102379674151e-05 -0.00063324274355827941 -0.00044662715673183129 0.0013882876942513797 0.0013894045917033984 0.0013028544765126215 0.00088069533530903122 0.0019728644489956097 -0.00042966415054582885 0.000927801912977909 -0.001143202285112169 0.00057652431312141413 -0.0022029974066702287 -0.00024172804932830465 0.0024947229189550054 0.0011999711857668275 -6.1155221157395274e-05 0.0014463530423529675 0.0011823296570002988 -0.00020877721180827084 0.0016043381194339682 0.0010868970337589239 -0.00046308473776072881 0.0022483786022695013 0.0022243104712408204 0.0005489193184526587
leaf_weight=102 60 66 22 28 20 21 34 145 35 43 40 38 20 24 22 131 20 24 22 290 25 1532 73 27 49 41 28 43 45 51
leaf_count=102 60 66 22 28 20 21 34 145 35 43 40 38 20 24 22 131 20 24 22 290 25 1532 73 27 49 41 28 43 45 51
internal_value=0 0.000769352 0.000682551 0.000638204 0.00137621 0.000702582 0.000746689 0.00102853 0.000562943 0.000660737 0.000453154 0.00123661 0.000727925 0.000536408 -6.26784e-05 0.000283214 -0.00017421 -0.00113321 0.0013883 0.00137775 0.00109988 0.00142171 0.00139305 0.000806731 0.00142582 0.000933974 0.000457919 0.00146055 0.00143974 0.00141744
internal_weight=0 773 707 685 2348 657 636 251 385 351 258 93 55 106 46 215 84 44 2328 2306 315 1991 1889 100 1789 118 69 1671 1628 1583
internal_count=3121 773 707 685 2348 657 636 251 385 351 258 93 55 106 46 215 84 44 2328 2306 315 1991 1889 100 1789 118 69 1671 1628 1583
is_linear=0
shrinkage=0.00345121


Tree=771
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 14 47 2 1 2 1 16 150 1 2 1 159 2 1 4 457 2 2 2 52 475 52 12
split_gain=1665.79 271.42 146.379 118.72 92.2002 74.3434 47.4016 45.3855 45.082 37.493 28.0343 32.2065 24.901 24.3222 20.6971 19.7781 19.236 14.7077 14.1106 13.9772 15.9324 11.9045 11.5669 11.7463 10.6226 17.8361 9.7612 9.36657 11.6589 8.67831
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.09253500000000002 0.062655000000000016 0.085505000000000012 0.14122000000000004 0.089770000000000016 0.090425000000000019 0.16540500000000002 -0.042349999999999992 1.0000000180025095e-35 0.122715 -1.0000000180025095e-35 0.13075500000000004 0.082585000000000006 0.091265000000000013 1.0000000180025095e-35 0.053180000000000012 0.083570000000000019 0.10882500000000002 0.13712500000000002 -0.0050599999999999994 -0.11183499999999999 -0.088274999999999978 0.40674500000000008 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 18 7 -4 10 12 14 19 16 24 -10 21 26 -12 -5 22 27 -21 29 23 -3 25 -6 -2 -1 -29 -7
right_child=1 4 6 17 8 9 -8 -9 13 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010992741696194051 0.0115180576924779 0.010215217792288355 0.011018093659443388 0.0093476385072158736 0.0076713506094104201 0.011520941866757549 0.0091598671457634243 0.012473495843912373 0.0084179131686831811 0.0097896645418538812 0.010249107121484222 0.0097483837255278923 0.0064270998085143617 0.0099763361755610073 0.010005551596200132 0.0099732531283322819 0.011354898281225325 0.0081728582303050214 0.0085953449962139321 0.011247320398600647 0.01238816963304076 0.010787479347931081 0.0088354756280044303 0.0092993763935349874 0.0075780434070430178 0.0087120611242378979 0.0107790054894255 0.011653443561585408 0.010809747718160876 0.011074680837191134
leaf_weight=38 57 41 34 60 54 126 63 76 49 41 28 25 20 24 28 29 263 24 38 316 21 114 33 50 84 52 58 1090 27 158
leaf_count=38 57 41 34 60 54 126 63 76 49 41 28 25 20 24 28 29 263 24 38 316 21 114 33 50 84 52 58 1090 27 158
internal_value=0 0.00908502 0.0113381 0.0102103 0.00850848 0.0114011 0.0098112 0.0115134 0.00807169 0.0109481 0.011473 0.0111298 0.00777323 0.00893027 0.0110595 0.0109093 0.0112485 0.00901199 0.00927152 0.0115457 0.0113184 0.0111337 0.00947874 0.00971201 0.00791493 0.00818189 0.0111453 0.011612 0.011633 0.0112727
internal_weight=0 673 2448 228 445 2351 97 1884 283 467 1808 316 210 73 426 144 291 84 162 1492 337 398 124 91 190 106 115 1155 1117 284
internal_count=3121 673 2448 228 445 2351 97 1884 283 467 1808 316 210 73 426 144 291 84 162 1492 337 398 124 91 190 106 115 1155 1117 284
is_linear=0
shrinkage=0.00126831


Tree=772
num_leaves=31
num_cat=0
split_feature=1 4 1 3 132 0 13 12 48 151 15 4 12 13 15 151 13 13 0 40 131 1 43 43 1213 150 160 403 2 40
split_gain=19.8684 5.57093 4.45406 3.00692 4.22646 2.95364 2.93831 2.80353 4.21905 2.6888 2.58238 4.57881 2.38039 2.73885 2.58308 3.93251 2.48282 3.34118 2.52404 2.46458 2.2587 2.84854 3.37306 3.70787 3.27657 3.4879 2.79775 2.67354 2.6524 2.99426
threshold=0.10124500000000002 -0.008819999999999998 0.14089500000000002 0.31299000000000005 0.10365500000000001 0.22582000000000002 -0.15714499999999998 -0.010834999999999999 0.083685000000000009 -0.08718999999999999 -0.41396999999999995 0.27834500000000006 -0.042789999999999988 -0.0069799999999999992 -0.026084999999999994 0.050660000000000004 -0.091054999999999983 0.054800000000000008 -0.062764999999999974 -0.064864999999999992 0.09055500000000001 0.089625000000000024 -0.081779999999999978 -0.08756499999999999 -0.075109999999999982 0.089910000000000018 1.0000000180025095e-35 -0.50388999999999984 0.13501500000000002 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 6 10 20 -3 8 -2 -10 -5 -12 13 19 15 16 -14 -18 -19 -8 21 28 23 -23 -24 26 -26 -22 29 -1
right_child=1 3 -4 4 -6 -7 12 -9 9 -11 11 -13 14 -15 -16 -17 17 18 -20 -21 27 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0036376228427180699 -8.8606945090133525e-05 0.0023027081322241306 2.096711736331e-05 0.00095658735533480038 0.0018330587042760945 0.00051573955737195748 0.0013325765721535535 0.0022512154681212002 0.0031158751674042976 0.0011267021776482865 0.00055802239849563084 -0.0021454113172282904 -1.9033462187796901e-05 -0.00059542191278511144 0.00034864358149682659 0.0032130376024357235 0.0018471843915130249 0.0017273294651927436 -3.0447547249282641e-05 2.8011392263088954e-05 0.0011573669653398761 0.0015103806299544204 0.0034168307234327213 -0.00059706140154698335 0.0017255719364983834 0.00035343406253274744 0.0030447023250133542 0.0025771374467867254 0.0010794139968909075 0.0021013482851988223
leaf_weight=21 24 37 21 22 24 20 78 165 20 25 21 20 20 23 37 20 126 22 34 34 24 43 21 20 173 26 31 225 41 1703
leaf_count=21 24 37 21 22 24 20 78 165 20 25 21 20 20 23 37 20 126 22 34 34 24 43 21 20 173 26 31 225 41 1703
internal_value=0 0.00131564 0.0018049 0.00107478 0.000389064 0.00206305 0.0012132 0.001965 0.00128056 0.00201078 -0.000161029 -0.000760726 0.00111089 0.000675546 0.0013378 0.00150266 0.00133332 0.00148193 0.000660108 0.000936548 0.00207635 0.00203276 0.00167789 0.000841351 0.00188786 0.00174826 0.00192603 0.00244029 0.00209589 0.00212006
internal_weight=0 773 255 518 87 2348 431 234 69 45 63 41 394 135 259 222 202 182 56 112 2328 2079 314 63 251 230 204 249 1765 1724
internal_count=3121 773 255 518 87 2348 431 234 69 45 63 41 394 135 259 222 202 182 56 112 2328 2079 314 63 251 230 204 249 1765 1724
is_linear=0
shrinkage=0.00404364


Tree=773
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 4 123 2 4 123 0 1 1 12 4 1 124 131 52 48 160 49 157 475 52 52 13 16
split_gain=1073.68 212.081 113.858 86.8706 78.7998 38.1137 43.1798 33.6334 28.4444 30.357 21.9558 21.3092 16.444 16.1477 14.1981 14.0335 19.5537 12.911 11.6444 11.6092 11.5662 11.9441 11.6917 11.1254 10.6153 9.25212 10.3526 13.927 10.6988 9.92613
threshold=0.10312500000000001 -0.40967499999999996 0.13604000000000002 0.099185000000000009 0.088105000000000003 0.062655000000000016 -0.13033999999999998 0.40473500000000007 0.084025000000000016 0.14285500000000004 -0.17966999999999997 1.0000000180025095e-35 -0.23001499999999997 0.15799000000000005 0.11669000000000002 0.09141500000000001 -0.52556499999999995 0.08864000000000001 -0.083859999999999976 0.09031500000000002 -0.024714999999999997 0.085700000000000012 -1.0000000180025095e-35 0.005085000000000001 -0.08107499999999998 -0.066784999999999983 0.039215000000000007 -0.084699999999999984 -0.051094999999999995 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 10 6 -1 -6 9 25 -3 12 17 23 20 16 -14 -8 -13 -2 21 -12 -22 -4 -17 -5 27 -27 -29 -28
right_child=1 2 13 8 7 -7 11 -9 -10 -11 14 18 15 -15 -16 24 -18 -19 -20 -21 22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.0027474528707610922 0.0048665521759996711 0.0036941650455337652 0.0016834401243551113 0.0047095477863954016 0.0040672826678824422 0.0054951507499326263 0.0045795161206851403 0.0026906356257833533 0.0027663785647654075 0.0030384622803603704 0.0017057333962304346 0.0030214568506848312 0.0059770844926766709 0.00095767061433821396 0.0020824901813956201 0.0035976520905053478 0.0047128002603183169 0.0032204626132159675 0.0043900800464446192 0.0038495506963764415 0.0036924944577404798 0.0026676705849124432 0.0026761253570556074 0.0026541590260327182 0.0045193206158725711 0.0042345373650708486 0.0044946391825725109 0.0040222985329682786 0.0031049517481058207 0.003578653151085953
leaf_weight=20 65 23 109 52 94 80 22 41 27 39 33 20 20 43 126 21 1224 23 20 25 25 56 67 23 470 108 141 39 43 22
leaf_count=20 65 23 109 52 94 80 22 41 27 39 33 20 20 43 126 21 1224 23 20 25 25 56 67 23 470 108 141 39 43 22
internal_value=0 0.00276106 0.00250471 0.00451841 0.00283289 0.00463815 0.00460089 0.00364919 0.00403031 0.00410717 0.00249894 0.00462126 0.00464183 0.00163269 0.0024094 0.00466146 0.00473313 0.00388489 0.00370577 0.00458405 0.00263697 0.002311 0.00295231 0.00185258 0.0044799 0.00421008 0.00413651 0.00393533 0.00354125 0.00437101
internal_weight=0 730 640 2391 465 1920 1840 135 471 444 330 1820 1780 175 307 1735 1244 45 40 90 181 89 92 132 491 405 353 190 82 163
internal_count=3121 730 640 2391 465 1920 1840 135 471 444 330 1820 1780 175 307 1735 1244 45 40 90 181 89 92 132 491 405 353 190 82 163
is_linear=0
shrinkage=0.00126831


Tree=774
num_leaves=31
num_cat=0
split_feature=1 4 1 48 47 50 47 10 16 52 3 16 133 133 12 0 0 4 45 4 1 150 1 0 13 13 16 133 49 3
split_gain=20.3436 5.37163 3.93474 4.27103 4.14237 4.44585 4.11144 3.11956 2.74269 7.17063 4.68515 4.29324 3.05255 2.90962 2.78747 3.25776 2.63639 2.22075 2.13336 2.41318 2.79671 3.00949 2.98658 2.5729 2.41792 4.60171 2.63939 4.54821 2.84821 2.72537
threshold=0.10124500000000002 -0.39518999999999993 0.14699000000000004 -0.081134999999999999 0.080455000000000013 0.10616500000000001 0.090280000000000013 -0.012544999999999999 -0.42170999999999997 -0.057699999999999994 -0.0087149999999999988 -0.25582999999999995 -1.0000000180025095e-35 0.087435000000000013 0.092255000000000018 -0.10011499999999998 0.22582000000000002 0.41257000000000005 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.078525000000000011 0.093205000000000024 -0.11242999999999999 -0.16152999999999998 -0.11122999999999998 0.013515000000000001 -0.032969999999999992 -0.14715999999999999 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 5 8 -6 -4 14 12 11 -11 -10 -14 15 -5 18 -8 19 24 21 23 -22 -21 -1 -26 28 -28 -27 -30
right_child=1 2 7 4 6 -7 17 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.00089275004459413491 0.0020243141261976644 0.0025170707111844275 -0.00076909243236143537 0.0020376163665865323 0.0029561505857262829 0.0021262081738837022 0.0015046779737724733 0.00075225508727461534 -0.00024407668627409389 -0.00068779387627392768 -0.0014361223032508079 0.0015657285004971567 0.0014063661345721035 0.00024599792135434375 5.5076609225572618e-05 0.00080313382953602411 0.000534137523646855 0.00032067118944381867 0.0029087166046140593 0.0022049891778853983 -0.00027830710919265588 0.0029898962598230885 0.0014022968796425146 0.0013567461227729971 0.0028364671677935421 0.00061602627425927272 0.00041963578330448927 0.0017039476634127648 0.0019501603634701199 0.0011374295777197897
leaf_weight=32 78 27 23 54 22 33 134 61 23 22 30 20 114 35 22 52 20 23 22 59 20 20 38 178 59 21 38 339 1449 53
leaf_count=32 78 27 23 54 22 33 134 61 23 22 30 20 114 35 22 52 20 23 22 59 20 20 38 178 59 21 38 339 1449 53
internal_value=0 0.00114836 0.00105006 0.00114827 0.00108498 0.000887882 0.00153094 0.000335696 0.00077803 0.000559104 -0.000373619 0.000385312 0.000949546 0.0011338 0.00119536 0.00143202 0.00180677 0.00133122 0.0018177 0.00180729 0.001521 0.00167857 0.000822778 0.00156791 0.00185259 0.00186827 0.0018382 0.00157449 0.00190348 0.00192148
internal_weight=0 773 695 611 584 405 179 84 372 244 72 42 172 149 128 106 2348 157 2328 2306 315 257 58 237 1991 1959 1900 377 1523 1502
internal_count=3121 773 695 611 584 405 179 84 372 244 72 42 172 149 128 106 2348 157 2328 2306 315 257 58 237 1991 1959 1900 377 1523 1502
is_linear=0
shrinkage=0.00352023


Tree=775
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 2 0 15 15 47 48 16 42 0 15 0 13 1 12 15 4 1 12 14
split_gain=990.052 197.054 106.94 65.9575 65.1243 46.3594 43.0242 37.2632 33.1137 26.6275 25.998 22.1441 16.4387 32.2103 13.9688 12.1513 11.0862 10.6577 10.3306 23.8599 10.2448 14.527 9.50771 8.77788 8.75382 8.69493 11.5009 24.2523 9.18889 8.2328
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.42051500000000003 0.14285500000000004 0.077845000000000011 0.091265000000000013 0.11474000000000002 -0.10474999999999998 -0.12255999999999999 -0.41396999999999995 0.090100000000000013 -0.015314999999999997 0.11346000000000002 0.084835000000000008 -0.065229999999999996 0.024640000000000006 -0.23091999999999999 0.043850000000000007 0.086920000000000011 0.10061500000000002 -0.23060499999999998 -0.008819999999999998 0.079415000000000013 0.092550000000000007 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 10 8 -4 -5 12 24 13 -1 -9 20 -12 -7 22 -20 21 -3 -14 -24 -6 -18 -27 28 -28 -23
right_child=1 2 7 9 11 17 -8 14 -10 -11 16 -13 18 -15 -16 -17 25 -19 19 -21 -22 29 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0046227751095319269 0.0038648825379234406 0.0027028639157464481 0.0024197410906594032 0.0037225554459493588 0.0038099491748241282 0.0021905049488482806 0.0046849146991902769 0.0012536689397729861 0.0012260922132636166 0.0023272036671886293 0.0029283861815628267 0.0022091223041615289 0.0041088812938537868 0.0031282264426996218 0.00038713646185350786 0.0027334666890519808 0.0044228009639117778 0.0032986053890581963 0.0038891690148521322 0.0026179095184209575 0.0027867684044326018 0.0023816380182990296 0.0039730777298906334 0.0032691924096601589 0.0030749506169234797 0.0037838261328189474 0.0038097918668678955 0.0022322558793726787 0.0033700719908721631 0.0016636744636535103
leaf_weight=26 90 27 76 28 44 26 84 113 55 57 28 26 615 83 33 35 21 22 583 21 20 26 71 37 45 406 120 20 143 140
leaf_count=26 90 27 76 28 44 26 84 113 55 57 28 26 615 83 33 35 21 22 583 21 20 26 71 37 45 406 120 20 143 140
internal_value=0 0.00224148 0.00201319 0.0038005 0.00243159 0.00383786 0.00386208 0.00146489 0.00191859 0.00278685 0.00383029 0.00316041 0.00392215 0.00348472 0.00105781 0.00209363 0.00365155 0.00269838 0.00395808 0.00384497 0.0019885 0.00190577 0.00405257 0.00373193 0.00343832 0.00368007 0.00365744 0.00347611 0.0035707 0.00177613
internal_weight=0 730 640 2391 363 2306 2258 277 131 85 2174 115 1436 109 146 248 738 48 1327 604 213 193 723 108 89 710 689 283 263 166
internal_count=3121 730 640 2391 363 2306 2258 277 131 85 2174 115 1436 109 146 248 738 48 1327 604 213 193 723 108 89 710 689 283 263 166
is_linear=0
shrinkage=0.00117172


Tree=776
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 0 1 4 2 15 16 52 0 159 150 0 0 156 2 475 15 3 52 3 12
split_gain=1710.66 278.352 135.693 118.888 84.873 83.2544 59.1399 49.4909 41.1738 38.928 30.3744 37.0568 27.8875 22.7472 22.6583 22.5502 21.2855 20.4081 19.9758 21.7154 18.1435 16.8761 18.4014 16.0123 14.7925 14.2034 13.3543 13.2425 12.3801 12.3438
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10060500000000001 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.14960000000000004 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 0.31358000000000003 -0.097454999999999986 -0.042349999999999992 -0.52606999999999993 -0.050064999999999991 0.082585000000000006 1.0000000180025095e-35 -0.15202999999999997 -0.079119999999999982 -1.0000000180025095e-35 0.11474000000000002 -0.066784999999999983 -0.03241999999999999 -0.12711499999999995 0.12418000000000001 0.32202000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 18 6 10 13 -4 24 11 20 21 27 -13 -9 -2 -18 19 23 -1 -12 -23 29 -7 -22 -24 28 -6 -3
right_child=1 4 8 -5 7 9 -8 15 -10 -11 12 14 -14 -15 -16 -17 17 -19 -20 -21 25 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0058758041054806451 0.0049714662098109489 0.0029423412704844584 0.0043617448284217234 0.0023056881967123024 0.0012627969805856017 0.005033822669058048 0.006027063467872476 0.0017663045508121917 0.0025495943892800753 0.0027110687435370792 0.0050512149621191223 0.0046303008627354876 0.0042635296826513784 -0.00019071852236276799 0.0029772192094903198 0.0033275068832900956 0.0042047868410020556 0.0027181466288217966 0.0016745227659301716 0.0021773400975712127 0.005040281878834145 0.0058906908743606504 0.0039434115431580211 0.0022715382994782231 0.0042784154638621829 0.0037603668914363074 0.0047563166962421776 0.0020106804251195571 0.00044972561876191654 0.0042319777624933753
leaf_weight=23 49 24 34 85 112 52 81 49 61 26 1159 22 104 24 42 24 82 20 38 61 36 23 39 21 342 26 360 28 46 28
leaf_count=23 49 24 34 85 112 52 81 49 61 26 1159 22 104 24 42 24 82 20 38 61 36 23 39 21 342 26 360 28 46 28
internal_value=0 0.00239111 0.00474406 0.00355399 0.00178795 0.00480696 0.00492365 0.00134365 0.00319815 0.00427492 0.00487491 0.00430385 0.00492541 0.0010183 0.00354547 0.00227958 0.00425667 0.00391329 0.00251897 0.00275844 0.00487486 0.00496895 0.00474302 0.00324403 0.00437811 0.00450354 0.00467686 0.0011743 0.00102608 0.00363676
internal_weight=0 691 2430 236 455 2335 1915 283 95 420 1834 149 1685 210 64 73 151 102 172 134 85 1581 422 73 394 62 399 186 158 52
internal_count=3121 691 2430 236 455 2335 1915 283 95 420 1834 149 1685 210 64 73 151 102 172 134 85 1581 422 73 394 62 399 186 158 52
is_linear=0
shrinkage=0.00131955


Tree=777
num_leaves=31
num_cat=0
split_feature=1 3 0 4 12 3 3 150 2 123 13 156 2 15 15 51 157 0 159 2 157 15 43 52 13 15 151 0 15 16
split_gain=26.7278 6.56434 4.51649 4.1853 4.17417 3.40321 4.40244 4.2602 3.10906 3.72005 3.07379 2.96768 2.7936 3.27093 2.90467 2.73607 2.69664 2.65645 2.58497 5.08438 2.91908 2.72237 3.66684 3.06723 3.33612 3.32375 2.56568 3.01956 3.47247 4.2666
threshold=0.10312500000000001 -0.034684999999999994 0.089620000000000019 0.40124500000000002 0.051320000000000005 0.076840000000000006 0.11658 0.12244500000000001 0.094835000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 0.096220000000000014 0.12043500000000001 -0.41942499999999994 -0.41942499999999994 0.012085000000000002 -0.41266499999999995 -0.13027499999999997 0.014475000000000003 0.11728500000000001 -0.077664999999999998 -0.11033999999999998 -0.016814999999999997 -0.42635499999999998 0.043850000000000007 0.050935000000000008 -0.0060399999999999994 -0.088544999999999985 -0.074054999999999996 -0.042349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 4 8 5 10 -7 11 -1 16 -3 17 14 -14 -2 -15 -10 -8 20 -20 -18 -22 26 -24 25 -25 -23 -28 -29 -30
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 15 -16 -17 18 -19 19 -21 21 22 23 24 -26 -27 27 28 29 -31
leaf_value=0.0020298092917868842 0.00067421086156246065 0.00087172087416563938 -0.00064424383576344474 0.0004421209456332245 -0.00054193671921921524 0.0023566083009433567 0.00071463499092759163 -0.00038512894081528499 0.0030322798600990017 0.00075471763817153213 -0.00057096104192348523 0.0025134661205413566 0.0018683301271000877 -0.00038092476139262781 0.0019240961033548615 0.001347459987893969 0.00062688025570353909 0.001652846696811388 0.0027308487460870998 0.00083816215871707121 0.0027431073868743041 0.0031116011920079966 0.0021078190493882386 0.00073006568948144049 -0.00020465093216812637 0.0018650547421715602 0.00069473225382022513 0.0030490379070378993 0.0030225395113627476 0.0015075037322400341
leaf_weight=1737 25 146 21 22 20 42 82 20 21 42 20 21 31 24 194 20 30 64 73 22 30 21 44 63 21 60 24 31 27 123
leaf_count=1737 25 146 21 22 20 42 82 20 21 42 20 21 31 24 194 20 30 64 73 22 30 21 44 63 21 60 24 31 27 123
internal_value=0 0.001186 0.000917257 0.00194048 0.000996273 0.00107416 0.0013469 0.00112012 0.00195439 0.00174712 0.000697904 0.00130039 0.00158454 0.00100967 0.00178142 0.000404705 0.00181777 0.00112591 0.00177294 0.00229254 0.0016688 0.0017392 0.00166646 0.00131034 0.00106666 0.00128372 0.00196269 0.001845 0.00199752 0.00178021
internal_weight=0 730 436 2391 415 395 229 187 2369 632 166 167 294 75 219 44 590 146 569 95 474 444 414 188 144 123 226 205 181 150
internal_count=3121 730 436 2391 415 395 229 187 2369 632 166 167 294 75 219 44 590 146 569 95 474 444 414 188 144 123 226 205 181 150
is_linear=0
shrinkage=0.00345121


Tree=778
num_leaves=31
num_cat=0
split_feature=4 3 2 123 3 133 44 4 3 16 0 0 52 42 12 12 133 132 15 160 160 1211 3 480 3 133 49 13 124 13
split_gain=22.0601 6.73253 5.90998 3.91544 3.5152 2.90645 2.75327 2.8045 3.85193 7.84935 3.67095 3.54486 4.30971 3.39471 2.69406 3.0221 2.675 2.65902 4.30866 2.54825 4.22669 2.33296 2.38841 2.31243 2.28596 2.25946 2.25037 2.22619 2.71917 2.22343
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.31370500000000007 -0.030254999999999994 1.0000000180025095e-35 -0.081224999999999978 0.092670000000000016 -0.059624999999999991 -0.036484999999999997 -0.085669999999999982 0.11277500000000001 0.11387000000000001 -0.10022999999999999 -0.042789999999999988 0.11524500000000001 0.10365500000000001 -0.40580499999999992 -0.089549999999999991 -0.080719999999999986 0.085535000000000014 -0.081054999999999974 -0.095389999999999989 -0.15327499999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.0093149999999999986 -0.083034999999999984 -0.092094999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 14 -5 7 11 10 -10 13 16 19 21 -2 -16 24 18 -6 -13 -21 23 -23 -9 -1 -26 -17 -7 -29 -25
right_child=4 -3 -4 5 17 27 -8 8 9 -11 -12 12 -14 -15 15 26 -18 -19 -20 20 -22 22 -24 29 25 -27 -28 28 -30 -31
leaf_value=0.00347168761132806 0.002283717688393608 0.00070156527403591356 -1.9609674094287745e-05 0.0025474486021428173 0.00062982919290692767 0.0014328235028442204 0.0028197685007217087 0.00064964262292185404 0.002168703301425808 -0.00045921389829625317 0.00058529088016825179 0.0032218307773918074 0.00060702342893925211 0.0012888414876639769 0.00036791715312705671 0.00093078661279479989 0.0012008831558082717 0.0010915319678079904 -0.0016945010017285938 0.00035003551441992474 0.0019923356405960853 0.001504450796316325 0.0029399625161820285 0.0014165538879567343 0.002236818249086941 0.0035233418030971215 0.001791399524541497 -0.00052285430481923865 0.001242602031910031 0.001921696159548143
leaf_weight=32 21 73 23 20 23 75 41 21 31 30 32 21 33 138 90 143 21 23 20 22 472 22 53 129 143 21 57 22 25 1244
leaf_count=32 21 73 23 20 23 75 41 21 31 30 32 21 33 138 90 143 21 23 20 22 472 22 53 129 143 21 57 22 25 1244
internal_value=0 0.00179891 0.0018289 0.00184496 0.000854069 0.00125333 0.00187848 0.00186283 0.00177996 0.000876285 0.00181359 0.00204698 0.0018901 0.00183805 0.00101699 0.000925258 0.00244317 8.63831e-05 -0.000451255 0.00197231 0.0019192 0.00188964 0.00251888 0.00185579 0.00257627 0.00240156 0.00117606 0.00104118 0.000416218 0.00187424
internal_weight=0 2744 2671 2648 377 142 2506 2465 1700 61 1639 765 548 1607 311 290 217 66 43 515 494 1469 75 1394 196 164 200 122 47 1373
internal_count=3121 2744 2671 2648 377 142 2506 2465 1700 61 1639 765 548 1607 311 290 217 66 43 515 494 1469 75 1394 196 164 200 122 47 1373
is_linear=0
shrinkage=0.00366245


Tree=779
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 2 4 14 0 52 2 0 12 4 15 0 49 457 4 39 52 0 16 4 4 16
split_gain=1611.4 190.991 181.129 102.683 99.5554 75.6458 62.959 49.5873 48.4311 34.353 29.6187 29.5955 28.041 25.4564 31.2843 27.2281 20.1054 19.7877 28.8403 19.5367 19.3484 18.7025 18.6003 18.2635 18.0904 15.1394 13.625 12.6375 11.0115 10.9362
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.092550000000000007 -0.17966999999999997 -0.025214999999999998 0.11177500000000001 0.033845000000000007 0.076175000000000007 -0.23194499999999998 0.08257500000000001 0.10381000000000001 -0.068189999999999987 0.13597000000000004 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.012034999999999999 0.045365000000000009 -0.019614999999999997 0.093225000000000016 0.056145000000000007 -0.11173999999999999 -0.43320999999999993 -0.51253999999999988 -0.14098499999999997 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 20 8 11 -5 23 -10 16 25 -1 14 15 21 29 19 -19 -14 -2 -9 -11 -3 -7 26 -4 -27 -29 -8
right_child=1 5 6 7 -6 24 10 13 9 22 -12 -13 17 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0055419810171249001 0.0026987092515982536 0.0017804267633855612 0.0044535603590026493 0.0044497207542603069 0.0019485490706144931 0.0001388463576520402 0.0045675816624579186 0.0038484509855983237 0.0033468382288631741 0.0030786037923000581 0.0036541742705801898 0.0055841237061531905 0.0049692704243040689 0.0040155192216872913 0.0018704578808428286 0.0018681008771083828 0.0032752626833794582 0.0040855367317645386 0.0025683721113343872 0.0035673713510064368 0.0040481349458056275 0.0026836726547218356 0.0017555250152414944 0.00094541937998471109 0.0012999465209178633 0.0055655965003269109 0.0032440387421234615 0.0038950016366906528 0.0046125764521538814 0.0042089905094768332
leaf_weight=22 20 81 36 31 74 59 204 47 39 20 142 47 51 22 60 26 29 76 26 22 92 39 92 81 32 21 24 34 1202 370
leaf_count=22 20 81 36 31 74 59 204 47 39 20 142 47 51 22 60 26 29 76 26 22 92 39 92 81 32 21 24 34 1202 370
internal_value=0 0.00202506 0.00430699 0.00356336 0.00306772 0.00154503 0.00445579 0.00298943 0.00183515 0.00234177 0.00416509 0.00461456 0.00421887 0.00275608 0.00259499 0.00298313 0.0042854 0.00405253 0.00369881 0.00454678 0.00380717 0.00332024 0.00199179 0.00136292 0.000547145 0.00457996 0.00396975 0.00460909 0.00459284 0.00433643
internal_weight=0 590 2531 422 186 404 2109 225 313 151 745 1364 197 194 172 112 603 175 102 73 112 86 112 162 91 1317 60 1257 1236 574
internal_count=3121 590 2531 422 186 404 2109 225 313 151 745 1364 197 194 172 112 603 175 102 73 112 86 112 162 91 1317 60 1257 1236 574
is_linear=0
shrinkage=0.00124344


Tree=780
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 4 2 14 1 2 13 4 1 12 2 1 50 47 475 4 49 1 47 43 4 15 52 43 1 4
split_gain=1692.53 203.423 179.512 165.605 114.207 83.3485 74.2194 48.5484 45.2005 40.6593 38.2265 38.8068 25.3263 24.4923 21.3529 19.2199 18.1613 17.8652 16.5378 16.2176 14.877 14.7307 13.9233 13.556 12.6226 12.6122 12.5479 10.5645 10.0586 9.77007
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.27044500000000005 0.10060500000000001 0.076175000000000007 0.077845000000000011 0.14122000000000004 -1.0000000180025095e-35 0.024790000000000003 0.089770000000000016 0.087005000000000013 0.088850000000000012 0.12337000000000002 0.041865000000000006 0.08265500000000002 -0.066784999999999983 0.42051500000000003 -0.012034999999999999 0.104035 0.090280000000000013 -0.050459999999999998 -0.51843499999999987 -0.081924999999999984 0.40674500000000008 -0.079914999999999986 0.12000500000000001 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 20 7 12 -4 18 15 -12 14 17 26 29 25 -14 -8 -17 -5 -20 -22 -13 -16 -3 -1 -10 -7 -2
right_child=1 16 8 5 -6 28 9 -9 27 -11 11 23 13 -15 24 19 -18 -19 21 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005128504208569664 0.0017273954585850695 0.0006961174803545528 0.0045262204026108718 0.0032795637034061108 0.0026737394406842726 0.0027402745486103199 0.0050791705301414854 0.005986146971392583 0.0028369807091078538 0.0030671623737567378 0.0040264326191292192 0.0012276703576255335 0.0033897691035556636 0.0047609238225090047 0.0058234284680258215 0.0020254179781313006 0.0016215254690420497 0.0048374279649885223 0.0044257918583915402 0.00083627976651608053 0.0052789712498107393 0.0032868628787270566 0.0041857933892593601 0.0025020172756379435 0.0047344693447067716 -0.00042308658146121255 0.0041001172981287538 0.0017490182308043459 0.0014478643806637684 0.002592053696903665
leaf_weight=934 58 76 28 20 45 24 68 79 61 41 28 20 47 264 20 31 30 23 317 63 32 22 62 62 538 24 22 22 20 40
leaf_count=934 58 76 28 20 45 24 68 79 61 41 28 20 47 264 20 31 30 23 317 63 32 22 62 62 538 24 22 22 20 40
internal_value=0 0.0021897 0.00472115 0.00260984 0.00479791 0.00372634 0.00483816 0.00495288 0.00304746 0.0043447 0.00202571 0.00265835 0.00490871 0.00457325 0.00498272 0.00166325 0.000703051 0.00386543 0.00447339 0.00122844 0.00433366 0.00435188 0.00455794 0.0021912 0.0047735 0.000427509 0.00510484 0.00254861 0.00215282 0.00208032
internal_weight=0 590 2531 460 2420 158 2375 1927 111 448 302 110 1848 334 1514 192 130 70 407 94 114 339 94 82 558 100 956 83 44 98
internal_count=3121 590 2531 460 2420 158 2375 1927 111 448 302 110 1848 334 1514 192 130 70 407 94 114 339 94 82 558 100 956 83 44 98
is_linear=0
shrinkage=0.00134594


Tree=781
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 4 457 0 15 4 1 0 4 1 3 2 475 106 2 131 16 43 1 132
split_gain=1924.25 309.585 189.774 160.143 131.85 97.4328 69.6484 53.5693 49.8737 46.4233 44.8158 34.1552 24.8629 22.4059 44.7719 24.9447 20.4734 19.2248 23.4416 17.4942 15.6916 14.7431 12.4071 12.0283 11.8423 10.9602 10.4585 10.4233 9.29142 9.08717
threshold=0.10508500000000001 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.10060500000000001 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.13501500000000002 0.077845000000000011 0.24564500000000003 0.048635000000000005 -0.11173999999999999 -0.11713499999999999 0.0061450000000000003 0.083345000000000016 -0.079119999999999982 -0.55119499999999988 0.16540500000000002 -0.12711499999999995 0.14122000000000004 -0.066784999999999983 0.087690000000000004 0.087995000000000004 0.090175000000000019 0.11346000000000002 -0.080324999999999994 0.11453000000000001 0.08696000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 21 6 11 28 19 12 -5 13 22 14 -1 17 -16 -15 -19 -4 -20 23 -7 29 -18 -2 -11 -12 -6 -3
right_child=1 2 8 10 7 9 -8 -9 -10 26 27 -13 -14 15 16 -17 24 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051945819663293796 0.0045600077186678774 0.0017185431577720958 0.00034314412147975928 0.0038680622114657228 0.0041071476699278504 0.0044124583169129318 0.0054201290589444128 0.0018136832849233054 0.0020700710905386323 0.0019512600326351166 0.0023116292388556453 0.0028269129890458569 0.0024323868199771499 0.0044240570955405801 0.0040469970332008397 0.0037678526763083248 0.0034928411858386188 0.0053343954666155938 0.0032481716670624177 -0.00084575852444320604 0.0041198609942448413 0.00064088547394064964 0.0037615900150616013 0.00066024814851948133 0.0023069155427123192 0.0035459305858100134 0.0031161445862707381 0.0012464090285326992 0.0032490951643439877 0.00086156996979343909
leaf_weight=25 45 215 147 28 32 53 81 39 25 26 49 26 20 1150 35 127 23 23 35 22 364 30 311 21 30 26 22 20 50 21
leaf_count=25 45 215 147 28 32 53 81 39 25 26 49 26 20 1150 35 127 23 23 35 22 364 30 311 21 30 26 22 20 50 21
internal_value=0 0.00173294 0.00144332 0.004107 0.00192473 0.0041716 0.0042917 0.00301336 0.000430862 0.00363808 0.00254128 0.00424197 0.00378219 0.00426227 0.00372613 0.00429793 0.00330895 0.00434076 0.00411376 0.000188376 0.0040434 0.00146575 0.00385636 0.00156204 0.00282156 0.00418866 0.00248517 0.00200287 0.00358394 0.00164229
internal_weight=0 673 602 2448 408 2351 1919 121 194 432 97 1838 384 1812 113 1699 88 1572 422 169 399 287 364 257 53 71 48 69 82 236
internal_count=3121 673 602 2448 408 2351 1919 121 194 432 97 1838 384 1812 113 1699 88 1572 422 169 399 287 364 257 53 71 48 69 82 236
is_linear=0
shrinkage=0.00124344


Tree=782
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 1 3 2 1 0 49 1 43 4 159 150 52 49 0 2 12 1 43 475 52 52 1
split_gain=1256.86 208.436 106.245 86.7876 75.5837 53.9369 43.9378 38.4754 33.507 26.9451 26.2243 23.9823 20.9284 37.9336 26.2011 20.7972 20.6843 19.2273 19.92 18.1199 16.6833 13.7915 12.8868 12.4938 11.7619 10.9746 10.6526 10.8554 17.8817 11.4588
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.40945500000000007 0.062655000000000016 0.077845000000000011 0.30112000000000005 0.14960000000000004 0.14699000000000004 -0.10474999999999998 0.082865000000000008 0.085345000000000018 -0.013199999999999998 0.0061450000000000003 0.082585000000000006 1.0000000180025095e-35 -0.52606999999999993 -0.054984999999999992 -0.14454499999999995 0.11474000000000002 0.087765000000000024 0.089770000000000016 -0.080324999999999994 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 17 7 9 12 -4 15 26 -8 13 14 21 -6 23 18 22 -2 -21 -1 -3 24 -14 -10 -7 28 -28 -30
right_child=1 4 8 -5 6 10 11 -9 25 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0054596565206173012 0.0049499329331274449 0.0039643518102465969 0.0045683039738915344 0.0027576958550341911 0.0022688982605373639 0.0049474630061721852 0.0018330399761853848 0.0057270746014854114 0.0032768688692818354 0.001659448795320194 0.0031707022614821598 0.00080826021194633905 0.0050468231564693156 0.0055181025664771885 0.003488409140808172 0.0035291264901677558 0.0043277280879324637 0.002192012146691413 0.0026696354603632159 0.003070960037309038 0.0042936321922096522 0.0041780240356670707 0.0028102404620752369 0.0047938229909563687 0.004179128335394626 0.0021771220265275845 0.0045398901700426861 0.0046120826407698061 0.0040172006845307162 0.0029608196484834765
leaf_weight=21 49 52 28 85 40 59 110 76 47 40 26 52 714 35 62 41 104 38 61 22 80 34 21 809 25 20 105 168 77 20
leaf_count=21 49 52 28 85 40 59 110 76 47 40 26 52 714 35 62 41 104 38 61 22 80 34 21 809 25 20 105 168 77 20
internal_value=0 0.00281447 0.004715 0.00376272 0.00232263 0.00476744 0.00192753 0.00486041 0.00342598 0.00249445 0.00438329 0.0015041 0.0048239 0.00438237 0.00404262 0.00290679 0.00486453 0.00297271 0.0031941 0.00432847 0.00402992 0.00466737 0.00363235 0.00490059 0.00501747 0.00294859 0.00445678 0.00437854 0.0041843 0.00379939
internal_weight=0 691 2430 236 455 2335 283 1880 95 121 455 162 1804 152 117 81 1652 172 134 151 102 55 73 1548 739 67 429 370 202 97
internal_count=3121 691 2430 236 455 2335 283 1880 95 121 455 162 1804 152 117 81 1652 172 134 151 102 55 73 1548 739 67 429 370 202 97
is_linear=0
shrinkage=0.00124344


Tree=783
num_leaves=31
num_cat=0
split_feature=1 3 1 45 10 4 2 15 14 123 2 4 0 16 0 13 13 3 42 157 150 0 1 124 15 42 16 15 403 0
split_gain=43.5605 10.1243 5.73415 6.58544 4.51541 4.23192 4.53934 4.69734 3.82257 4.54936 3.2237 3.18929 6.41827 4.00714 3.75153 3.53806 4.85333 6.57658 3.37355 3.37259 3.69634 6.7622 3.38823 2.97377 2.8508 3.06801 2.81562 2.69686 2.47491 2.46164
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -0.062879999999999978 -0.03898999999999999 0.10276500000000001 -0.41942499999999994 0.062655000000000016 1.0000000180025095e-35 0.13712500000000002 0.0052350000000000009 -0.11173999999999999 -0.039889999999999988 -0.097734999999999989 0.030370000000000005 0.073000000000000023 -0.094874999999999987 0.089905000000000013 -0.029304999999999998 0.09487000000000001 -0.11242999999999999 1.0000000180025095e-35 -0.076779999999999987 0.013270000000000002 -0.0060199999999999993 -0.50992999999999988 -0.08730499999999998 0.090990000000000015 -0.066089999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 10 -4 -2 29 -8 9 11 24 12 13 -1 -14 18 17 -17 -16 -13 21 22 -21 27 25 -3 -9 -11 -18 -7
right_child=1 2 4 -5 -6 6 7 26 -10 23 -12 19 14 -15 15 16 28 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062460435365056897 0.0029973033249226684 0.0027750525753541077 -0.0013868300677231183 0.0037284534069991454 0.00081576428802564594 0.0029779753282919031 0.0023315445748422403 0.0012295063446244321 0.0035875419984808137 0.0020689480238616025 0.00055695452782542998 0.0010991607444412639 0.0041837162359179263 0.0027495486278109175 0.0030324208999977721 -0.00016213537550908243 0.0025139884518235955 0.0023627046491547102 0.0025915204652607366 0.0031168439593552231 0.0012070491631549149 0.0023189844329136134 0.0049828217381756752 0.0029434379554931882 0.0026834303641608687 0.001257959361525441 -0.00083849205885756697 7.1605033249306645e-05 0.0037781663061259379 0.0017958457019861258
leaf_weight=36 87 25 20 21 76 62 32 24 89 23 70 31 36 26 1082 26 117 54 406 49 33 237 25 21 33 244 21 23 34 58
leaf_count=36 87 25 20 21 76 62 32 24 89 23 70 31 36 26 1082 26 117 54 406 49 33 237 25 21 33 244 21 23 34 58
internal_value=0 0.00162029 0.00126057 0.00148131 0.00035689 0.00223968 0.00190509 0.0011235 0.00274912 0.00271609 0.00135446 0.00274844 0.00281992 0.00151571 0.00286599 0.0028384 0.00236348 0.00154213 0.00291212 0.00240214 0.00251956 0.00265883 0.00374724 0.00165739 0.00153931 0.00139895 0.00026444 0.00107028 0.00279864 0.00240661
internal_weight=0 773 489 393 96 284 197 77 2348 2259 372 2192 1817 62 1755 1719 231 80 1488 375 344 311 74 67 302 269 45 46 151 120
internal_count=3121 773 489 393 96 284 197 77 2348 2259 372 2192 1817 62 1755 1719 231 80 1488 375 344 311 74 67 302 269 45 46 151 120
is_linear=0
shrinkage=0.00412451


Tree=784
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 2 0 14 41 39 0 13 4 16 3 3 479 15 4 0 3 43 4 48 14 3 147 3 10 13
split_gain=35.284 8.28085 6.21403 4.2093 8.20488 3.34052 7.65527 3.44571 3.66204 3.32725 3.39553 3.07643 3.02595 5.56048 4.63703 3.87989 3.11228 3.17452 2.98521 2.96278 2.86941 2.79178 2.76871 3.57006 3.50679 2.73266 3.40677 4.35016 2.72822 2.69919
threshold=0.10124500000000002 0.11245500000000001 0.31534000000000006 0.10222000000000002 -1.0000000180025095e-35 0.11362000000000001 0.034820000000000011 0.062655000000000016 0.081560000000000007 0.056590000000000008 -0.071924999999999989 -0.47860499999999995 -0.49013999999999996 0.25084500000000004 -0.10519499999999998 0.090900000000000009 0.098035000000000011 0.11657500000000001 0.015030000000000002 0.024095000000000002 -0.086424999999999988 -0.0043399999999999992 -0.050494999999999991 0.14779000000000003 -0.47013499999999991 0.088060000000000013 1.0000000180025095e-35 0.13524500000000003 -0.0087699999999999983 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 28 7 21 8 9 12 18 -4 13 14 -1 16 -14 -18 -11 29 -10 -7 -5 24 -24 -26 27 -27 -2 -6
right_child=1 -3 11 22 19 6 -8 -9 20 10 -12 -13 15 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.005274745060786532 0.0012834643427211262 0.0025862781147050471 0.00080955226649472543 0.0019688813308959903 0.0031182220524001436 0.0024385190008106416 -0.00037211319496112459 0.0030049251904205017 0.00014966559104224756 0.0030081628035802718 0.00033156902205514871 -0.00061915919371069135 0.0023261236742912242 0.0021314304744274632 0.0027613605458927182 0.00134340297982175 0.00048117648536863351 0.0024608244981334467 0.001060060112798122 0.00078253393484813464 0.0020023214001849638 0.0014049469264571521 0.0025614287802757092 -0.00057975977834192163 0.00065272123314477832 0.0030548080518218441 0.00051671083294846636 0.0010792877093640056 -0.00022571193655983028 0.0019938421859772891
leaf_weight=20 35 66 58 42 38 93 21 88 20 23 24 33 1772 50 21 61 26 20 21 22 28 60 20 20 170 28 36 35 32 138
leaf_count=20 35 66 58 42 38 93 21 88 20 23 24 33 1772 50 21 61 26 20 21 22 28 60 20 20 170 28 36 35 32 138
internal_value=0 0.00132079 0.00120266 0.00133727 0.00169267 0.00224096 0.0017429 0.00228083 0.00225028 0.0022743 0.00146186 0.000291448 0.00230235 0.00296764 0.0039874 0.00227013 0.00230122 0.00134189 0.00207839 0.00207504 0.00123038 0.0020332 0.00106895 0.000946625 0.00105226 0.000940052 0.00143345 0.0019573 0.000562664 0.00223661
internal_weight=0 773 707 616 265 2348 174 2174 2086 2038 68 91 1970 91 41 1879 1818 46 44 198 48 153 351 309 289 269 99 63 67 176
internal_count=3121 773 707 616 265 2348 174 2174 2086 2038 68 91 1970 91 41 1879 1818 46 44 198 48 153 351 309 289 269 99 63 67 176
is_linear=0
shrinkage=0.0037357


Tree=785
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 1 4 2 2 1 150 2 2 1 2 50 4 47 0 52 12 481 13 4 131 1 16
split_gain=2470.95 388.501 221.919 204.312 138.926 120.192 66.2387 65.2566 61.2596 57.7921 60.1749 55.2277 33.3671 32.9029 32.4179 28.9754 26.1193 17.6521 16.7781 15.1126 14.381 14.2178 13.1881 13.1507 12.6328 11.9459 11.4847 10.9978 8.37939 10.329
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.14122000000000004 0.062655000000000016 0.09253500000000002 0.40945500000000007 0.14285500000000004 0.10672500000000001 0.089770000000000016 1.0000000180025095e-35 0.090425000000000019 -0.0091949999999999983 0.15471500000000002 0.088850000000000012 0.086295000000000011 0.038415000000000012 0.090100000000000013 0.14486500000000005 0.40674500000000008 0.096395000000000022 -0.045769999999999991 -1.0000000180025095e-35 0.23246000000000003 0.091440000000000007 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 20 7 13 12 -5 10 -4 26 17 19 15 -14 25 22 -12 21 28 23 -1 -7 -19 -11 -6 -2 29 -3
right_child=1 2 9 8 11 6 -8 -9 -10 16 18 -13 14 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012805676289476216 0.012721924148836539 0.0098644024671271178 0.0098590994947154557 0.011950388702160112 0.012201653082943676 0.012730619128028864 0.010242478111593335 0.013860962091874264 0.0097086260476905856 0.0077990865593605572 0.0071862212956800816 0.0095929362116541281 0.010867111544792489 0.010623411646417001 0.010719728324080901 0.012441299209171988 0.0067045758342774023 0.013093446060339211 0.0088002998244917103 0.011754158121939199 0.010119029833527702 0.0113025420943832 0.011751395955536252 0.012107898222509021 0.012406877304645122 0.0087937157088823301 0.011076642610192112 0.011553543724604961 0.0086338039107390144 0.0090812305744169246
leaf_weight=935 54 43 63 34 48 119 41 76 63 100 28 28 23 28 25 268 35 54 20 129 33 23 22 127 481 28 25 20 43 105
leaf_count=935 54 43 63 34 48 119 41 76 63 100 28 28 23 28 25 268 35 54 20 129 33 23 22 127 481 28 25 20 43 105
internal_value=0 0.00949668 0.00913725 0.0124087 0.00988947 0.0124877 0.0118764 0.0126392 0.0104944 0.00824502 0.00899409 0.0112 0.0125878 0.0120337 0.0121905 0.0123169 0.00773493 0.012672 0.00785875 0.0121329 0.00929857 0.0123145 0.0127814 0.0124091 0.0124762 0.00801666 0.0118164 0.0124061 0.00915682 0.00930877
internal_weight=0 673 599 2448 325 2351 467 1884 97 274 111 101 1808 426 316 291 163 1492 48 398 224 269 957 246 535 128 73 74 191 148
internal_count=3121 673 599 2448 325 2351 467 1884 97 274 111 101 1808 426 316 291 163 1492 48 398 224 269 957 246 535 128 73 74 191 148
is_linear=0
shrinkage=0.00134594


Tree=786
num_leaves=31
num_cat=0
split_feature=1 4 457 3 3 12 4 1 13 2 0 14 43 2 16 2 0 47 1 3 4 52 0 15 0 43 43 479 160 52
split_gain=37.3582 8.46804 6.91635 4.32025 4.29777 4.27881 3.45665 3.40347 4.70619 3.27167 6.52612 3.21213 3.6302 3.66523 3.19534 3.21908 2.8361 6.07119 5.68879 10.0587 3.29952 3.17422 3.16946 3.41715 2.74668 2.59466 2.32489 2.2864 3.52885 2.62131
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 -0.13309499999999996 -0.07793499999999999 0.10124000000000001 -0.0083799999999999986 0.14699000000000004 -0.11122999999999998 0.11362000000000001 0.034820000000000011 0.062655000000000016 -0.52440999999999993 -0.090999999999999984 -0.23935499999999996 0.14753000000000002 -0.10836499999999999 0.079855000000000023 0.081670000000000006 -0.0037349999999999996 0.022185000000000003 1.0000000180025095e-35 -0.14454499999999995 -0.03241999999999999 -0.097734999999999989 -0.04890499999999999 -0.0043399999999999992 0.086465000000000014 -0.54200499999999985 -0.57825499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 -2 7 -4 25 -9 11 26 12 -1 -14 -6 -16 17 18 22 -20 24 -22 -15 -24 -18 -5 -11 29 -29 -26
right_child=1 3 6 5 14 -7 -8 8 -10 10 -12 -13 13 16 15 -17 20 -19 19 -21 21 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=0.0009105967970285591 0.0022784351784538967 0.0016671309028650542 0.0012486329772895865 0.00066838328275645479 0.0026877882667709629 -0.00055159041320906204 -0.00027217311271202842 0.001052914857422049 -0.00098143628580671426 0.0022866560667616806 0.00011885339013482701 0.0027833244843104808 0.00094625179185606645 0.0031817910480727266 0.0016188759223937361 0.00057773982054321396 0.0031066411038964711 0.0032086511330948345 -0.00091836894248398823 0.0016641171916325988 0.0014767205280608001 0.0025394903901646525 0.0024039076026513518 0.00093324273641862707 0.0033259940454596795 0.0014123141374028619 0.0014974330804777239 0.0025757094770333861 0.00098071352396291367 0.0022631527906759011
leaf_weight=22 128 72 40 78 23 21 23 25 20 93 21 88 23 22 198 34 38 27 20 56 99 38 38 26 23 111 60 23 33 1598
leaf_count=22 128 72 40 78 23 21 23 25 20 93 21 88 23 22 198 34 38 27 20 56 99 38 38 26 23 111 60 23 33 1598
internal_value=0 0.00137305 0.00165319 0.000990963 0.00181107 0.000800045 0.000693418 0.000921346 0.000148759 0.00216532 0.00175288 0.00219833 0.00217365 0.00218711 0.00157647 0.0014663 0.0022011 0.00183634 0.00160763 0.000984516 0.00223832 0.0017715 0.00215828 0.00180645 0.00227561 0.0011053 0.00197716 0.00225678 0.0016358 0.00227823
internal_weight=0 773 446 327 383 255 63 234 45 2348 174 2174 2086 2064 255 232 2041 189 162 76 1852 137 86 64 1715 189 153 1677 56 1621
internal_count=3121 773 446 327 383 255 63 234 45 2348 174 2174 2086 2064 255 232 2041 189 162 76 1852 137 86 64 1715 189 153 1677 56 1621
is_linear=0
shrinkage=0.00312586


Tree=787
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 2 11 2 4 1 47 3 13 47 52 49 4 3 39 49 51 51 16 0 1 16
split_gain=1648.92 187.833 180.166 109.487 98.6588 76.2601 66.9246 53.6436 53.4751 39.5527 33.9493 30.1812 28.0889 23.1637 21.6388 19.6668 27.2328 19.366 19.1241 18.9632 18.8249 17.9843 15.5655 15.2185 14.4233 13.7355 13.3926 11.6512 9.51984 9.38486
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.092550000000000007 -0.025214999999999998 -0.16363499999999997 0.11177500000000001 1.0000000180025095e-35 0.11389000000000002 0.033845000000000007 0.086105000000000015 0.077555000000000013 -0.10217499999999997 -0.0082249999999999979 0.091680000000000011 0.048770000000000008 -0.012034999999999999 -0.011209999999999999 -0.065819999999999976 0.093225000000000016 -0.085174999999999987 -0.10056999999999998 -0.033649999999999992 -0.008904999999999998 -0.050064999999999991 0.13075500000000004 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 19 7 10 22 -5 -9 15 14 21 -12 24 16 -4 23 -7 -2 -11 -8 -3 -10 -1 -26 -22 -23 -6 -27
right_child=1 5 6 8 28 18 12 9 17 20 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 26 27 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.005660647002460723 0.0031264630526551445 0.0020133256762589831 0.0031881458434987794 0.0050559789714812974 0.002616593165183442 0.00015025256241297635 0.0050766632252254229 0.0039927357330378326 0.003864305122979023 0.003506950078781709 0.0066756929252980201 0.0032130674157098784 0.0042599149372372219 0.0051180914278999559 0.0060334696536190934 0.0053405480811111565 0.0052688174318663026 0.0040145077916783085 0.0015037624496348175 0.0046610182412550301 0.0023747478021763357 0.004777123786582408 0.0011278405923696793 0.0025323379813626075 0.0035478526501680316 0.0044334259510062984 0.0011446109607485004 0.0037642283964287697 0.0015222157757632067 0.0052211301181972663
leaf_weight=31 20 81 21 31 50 57 502 39 21 22 64 22 142 28 33 1218 33 31 34 92 65 65 81 105 22 72 25 36 24 54
leaf_count=31 20 81 21 31 50 57 502 39 21 22 64 22 142 28 33 1218 33 31 34 92 65 65 81 105 22 72 25 36 24 54
internal_value=0 0.00235369 0.00500525 0.00415333 0.00354143 0.00180686 0.00517571 0.00214146 0.00334165 0.00275393 0.00536375 0.00480544 0.00483143 0.00620164 0.00497068 0.00530315 0.00445967 0.00300316 0.00065596 0.00438699 0.00232256 0.00496602 0.00157058 0.00275433 0.00477475 0.00458919 0.00203304 0.00441609 0.00226166 0.00477101
internal_weight=0 590 2531 422 186 404 2109 313 188 151 1364 234 745 92 212 1272 54 157 91 112 112 603 162 126 179 148 90 101 74 126
internal_count=3121 590 2531 422 186 404 2109 313 188 151 1364 234 745 92 212 1272 54 157 91 112 112 603 162 126 179 148 90 101 74 126
is_linear=0
shrinkage=0.00142833


Tree=788
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 0 42 0 14 13 131 49 44 447 3 148 2 133 133 159 151 160 0 13 2 12 13 42 0 4
split_gain=37.2708 8.52031 5.98324 3.77843 7.7734 3.22957 3.0572 3.04528 2.91424 3.13779 2.74592 2.72134 3.40157 3.20173 3.74209 3.30227 2.65687 5.64799 4.23178 3.65051 3.55537 3.47611 3.3647 4.64294 3.06185 3.16757 3.02847 3.0161 12.8556 3.8907
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.10276500000000001 -1.0000000180025095e-35 0.22582000000000002 -0.019989999999999997 0.024095000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091440000000000007 0.11560500000000001 1.0000000180025095e-35 0.084065000000000015 0.11296500000000002 -0.083779999999999979 0.089885000000000007 0.017095000000000003 0.088035000000000016 0.11389500000000001 0.050660000000000004 0.10285000000000001 -0.14226499999999997 -0.10664 0.099515000000000006 0.087005000000000013 -0.10278499999999999 0.084835000000000008 -0.066089999999999996 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 4 -3 11 -5 -6 9 -8 -2 12 13 14 16 -15 19 20 24 26 22 -20 -18 -24 25 -19 -1 -28 29 -29
right_child=1 2 -4 6 7 -7 8 -9 -10 -11 -12 -13 -14 15 -16 -17 17 18 21 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0041850849396450045 0.0033098586398947923 0.00096926271932850781 0.00067942887194763545 0.00026463245191708421 0.0029054198477124226 0.0011759684216948768 0.0014459768522087663 0.0011972621402399296 0.0013943080907331568 0.0032158182749388721 0.0015365067250586806 0.0022969534196790628 0.0047046010268702674 0.0028113287982524252 0.0013038424857064999 0.00075687994087967562 0.003538653725320431 0.0057670621344959143 0.0030523041469298407 0.0017229400078549429 0.00070990823316469521 0.0013420036096100573 0.00075465638224178351 0.0025231013609583954 0.0030867745942960547 0.0035845407000939279 0.0032652782638538775 0.0044800398313334724 -0.00029958940365237336 0.002885622416322578
leaf_weight=48 82 67 103 33 152 20 35 22 220 39 20 127 20 34 25 25 52 25 248 35 21 24 30 308 39 24 725 30 23 465
leaf_count=48 82 67 103 33 152 20 35 22 220 39 20 127 20 34 25 25 52 25 248 35 21 24 30 308 39 24 725 30 23 465
internal_value=0 0.00180664 0.00163099 0.00180354 0.00221122 0.00289298 0.00150308 0.00268945 0.00164209 0.00237873 0.00296214 0.00290773 0.00294297 0.00292682 0.00295423 0.0019408 0.00297391 0.0027736 0.00316603 0.00309038 0.00242986 0.0029014 0.00252247 0.00236614 0.00398397 0.00469807 0.00312745 0.00308661 0.00283653 0.00298225
internal_weight=0 773 671 568 241 2348 327 174 294 74 102 2328 2201 2181 2122 59 2097 771 360 1326 411 272 390 338 88 49 1291 1243 518 495
internal_count=3121 773 671 568 241 2348 327 174 294 74 102 2328 2201 2181 2122 59 2097 771 360 1326 411 272 390 338 88 49 1291 1243 518 495
is_linear=0
shrinkage=0.00429114


Tree=789
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 14 2 4 2 123 0 47 1 47 13 10 160 159 16 12 1 52 49 14 4 2 16 4 12 0
split_gain=1215.01 236.997 129.207 98.0298 81.4488 44.7529 45.6715 37.102 31.6192 27.9068 23.9911 38.414 25.8575 22.5803 20.5289 18.9284 17.7858 16.3352 15.7324 14.2074 13.0436 10.1933 10.076 9.53334 8.78648 8.77725 10.4278 8.391 8.34134 8.50722
threshold=0.10312500000000001 -0.40967499999999996 0.13604000000000002 0.088105000000000003 0.099185000000000009 0.062655000000000016 -0.13033999999999998 0.40473500000000007 0.14285500000000004 1.0000000180025095e-35 -0.10836499999999999 0.078875000000000015 0.083345000000000016 0.13082500000000002 -0.0044799999999999987 -0.0026549999999999994 -1.0000000180025095e-35 0.087225000000000011 -0.0060749999999999997 0.087695000000000009 0.16540500000000002 -0.087769999999999987 -0.072814999999999977 -1.0000000180025095e-35 0.27287000000000006 0.095545000000000005 0.0057500000000000008 -0.51843499999999987 0.11734000000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 5 6 -1 -5 9 28 11 12 -8 20 -3 -12 17 -16 24 27 21 -4 -14 -23 -18 26 -21 -17 29 -6
right_child=1 2 13 7 8 -7 10 -9 -10 -11 15 -13 22 -15 16 19 18 -19 -20 25 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025732466349772816 0.004424483766444237 0.0019791906205532416 0.0005238657047472678 0.0039353649783589141 0.0033816330720652342 0.0053920560567159975 0.0042594460897821748 0.0025178238366567601 0.0028323304058208041 0.0029024660300797536 0.0035254400208137421 0.0053408048331440921 0.0037331739454152944 0.0025683064807237857 0.0039817670898455474 0.0054033122322768318 0.0032490672322091395 0.0024997967758935303 0.0013489457250896533 0.0045183950257437341 0.00030740148798432071 0.0022656465720040067 0.0026795623050928502 0.0013184316952038369 0.0022986776746858886 0.0040468861767241418 0.0041284462700173271 0.0046240512463958366 0.0035299265041018883 0.0041970639640437103
leaf_weight=20 90 189 20 94 21 80 58 41 39 33 30 26 23 21 23 22 21 23 21 669 22 20 36 92 53 90 126 740 37 341
leaf_count=20 90 189 20 94 21 80 58 41 39 33 30 26 23 21 23 22 21 23 21 669 22 20 36 92 53 90 126 740 37 341
internal_value=0 0.00253517 0.00226948 0.00261223 0.00436795 0.00448162 0.00444204 0.00350485 0.00390459 0.00400139 0.00446257 0.00397368 0.00366987 0.00135876 0.00224706 0.00450426 0.00260613 0.00324078 0.00229882 0.00452209 0.00119382 0.00134156 0.00309029 0.00148758 0.00256838 0.00441493 0.00445659 0.00464655 0.00409228 0.00414976
internal_weight=0 730 640 465 2391 1920 1840 135 471 432 1820 143 117 175 330 1677 141 46 95 1647 154 132 59 112 74 885 795 762 399 362
internal_count=3121 730 640 465 2391 1920 1840 135 471 432 1820 143 117 175 330 1677 141 46 95 1647 154 132 59 112 74 885 795 762 399 362
is_linear=0
shrinkage=0.00124344


Tree=790
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 124 376 1 11 132 133 2 16 157 0 43 13 2 48 11 15 12 3 457 2 43 16 1 2 157
split_gain=36.0063 8.17033 5.53034 3.67088 3.60983 3.17086 3.71556 3.12205 3.07393 3.06825 3.0232 3.00508 3.97791 2.94317 2.97333 3.30087 4.62065 2.85492 2.79591 2.75071 4.41284 2.41852 5.20792 3.64516 3.15278 3.75793 4.75157 3.51388 6.72619 2.83646
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 -0.049894999999999995 -0.24498999999999996 -0.076779999999999987 0.084545000000000009 0.084785000000000013 0.094815000000000024 0.10365500000000001 -0.23133499999999999 0.13501500000000002 0.13751500000000003 -0.081749999999999975 0.089620000000000019 -0.24021999999999996 0.17001000000000002 0.15950500000000004 -0.080024999999999985 0.079915000000000014 0.040760000000000005 0.087695000000000009 -0.12711499999999995 0.11702000000000001 0.09678500000000001 0.084740000000000024 0.24134000000000003 0.086920000000000011 0.089605000000000018 -0.082259999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 -1 11 17 -6 19 -13 -12 15 -15 18 -4 -17 21 -21 23 -23 24 27 26 -26 29 -29 -7
right_child=1 2 9 4 10 8 -8 -9 -10 -11 13 12 -14 14 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0015575962234140937 0.0019404134762456351 0.0021870933388069679 0.00049821065315584084 0.0021656656310862369 0.0020871935406793335 0.0024999433872959602 0.0022617554208364194 0.00019038315106064907 0.00079041860155852129 0.0011766359255463439 -4.1752767194248176e-05 0.00047961413252119281 0.002155427264930379 0.0020042546355412403 0.00195908326425832 0.0020655575794859002 -0.00037643495137746979 -0.00079694117350559911 0.00095820708886441884 0.0019355512852418078 0.0035463426534794837 0.00075630162140035893 0.0018719888846228212 0.0010058797166052707 0.0035069745210151238 0.0014732686875070684 0.0019711798342867651 0.0019013390397619745 0.00013417124774439158 0.0020033117266685828
leaf_weight=30 102 28 40 26 23 113 25 26 20 29 21 27 21 26 29 20 21 22 386 37 23 36 1133 28 42 20 28 82 23 634
leaf_count=30 102 28 40 26 23 113 25 26 20 29 21 27 21 26 29 20 21 22 386 37 23 36 1133 28 42 20 28 82 23 634
internal_value=0 0.00117893 0.00106318 0.00116702 0.00111528 0.0018975 0.00133607 0.000922819 0.00191756 0.000401298 0.00106336 0.00192759 0.00121278 0.00101654 0.00106265 0.00100526 0.000944435 3.86407e-05 0.00101276 0.00194319 0.00255302 0.00192608 0.00183763 0.00203269 0.00206321 0.00257724 0.00289266 0.00200891 0.00151425 0.00207844
internal_weight=0 773 671 580 552 2348 81 56 2267 91 526 2247 48 503 482 453 427 62 406 2199 60 2139 1169 970 942 90 70 852 105 747
internal_count=3121 773 671 580 552 2348 81 56 2267 91 526 2247 48 503 482 453 427 62 406 2199 60 2139 1169 970 942 90 70 852 105 747
is_linear=0
shrinkage=0.00288781


Tree=791
num_leaves=31
num_cat=0
split_feature=1 4 457 3 11 0 472 0 159 1 160 150 12 4 15 41 133 15 52 132 157 1429 151 156 16 2 15 49 0 1447
split_gain=29.1651 6.98207 5.88668 3.55948 3.47818 4.92359 4.04466 3.82746 3.22458 3.02886 2.94808 2.93571 3.22874 2.87143 2.86041 5.0242 4.33372 4.64852 7.71439 6.9056 5.74327 8.38057 4.24985 3.03584 2.71255 3.69148 2.70033 2.67027 2.84487 2.58032
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 -0.13927999999999999 0.084110000000000004 -0.026509999999999995 -1.0000000180025095e-35 0.030935000000000004 0.04105000000000001 0.14699000000000004 -0.077609999999999985 -0.075789999999999982 0.092465000000000006 -0.0083799999999999986 0.040760000000000005 0.075585000000000013 0.076280000000000014 -0.042209999999999991 0.10024500000000001 0.079970000000000013 -0.078969999999999985 0.084770000000000012 1.0000000180025095e-35 0.078780000000000003 -0.0083599999999999976 0.088850000000000012 -0.21699999999999997 0.11560500000000001 -0.080869999999999984 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 -3 5 8 -6 -7 11 10 -5 -2 -13 -4 16 29 17 22 19 20 21 -19 23 26 -22 -26 -1 -18 -29 -16
right_child=1 3 13 9 6 7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 27 18 -20 -21 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.002973694003207353 0.00079758318406976305 0.0017115890755594052 0.0012231294825498882 0.0017055396986579059 0.0016137150395328476 -0.00057088287913826976 0.003500270610364281 0.0016327066934095332 0.0011110722105356079 -2.1253167764813626e-05 0.00069261566029602613 0.002680236948927463 0.0017101055053370721 -0.00043339135906156502 0.0032280471030085986 0.0036145108795700228 0.0024518452085750156 0.0020570442147523054 -0.00015711213400387109 0.00019293320925912411 0.0015729170084027458 -0.00093050780290239682 0.00044604551907765835 0.0029379661241341086 0.0036090866504440385 0.0021595977561670019 0.0019548693062420774 0.00080094790182642722 0.0022674040365045296 0.0022609027746070612
leaf_weight=41 22 69 40 55 29 22 35 22 60 55 148 105 88 23 40 42 452 38 34 34 38 20 20 67 41 61 317 30 48 1025
leaf_count=41 22 69 40 55 29 22 35 22 60 55 148 105 88 23 40 42 452 38 34 34 38 20 20 67 41 61 317 30 48 1025
internal_value=0 0.00137256 0.00167657 0.000957928 0.00185063 0.00169118 0.00264543 0.000530912 0.00187682 0.000756368 0.000967053 0.00209052 0.0022379 0.000618368 0.00220915 0.00234721 0.002086 0.00189541 0.00150472 0.00174826 0.00201534 0.00102685 0.00212894 0.00220814 0.00242485 0.00274224 0.00207155 0.00234169 0.00170338 0.00229723
internal_weight=0 773 446 327 383 319 64 44 275 258 203 215 193 63 2348 1107 1241 711 266 232 198 58 445 425 140 102 358 530 78 1065
internal_count=3121 773 446 327 383 319 64 44 275 258 203 215 193 63 2348 1107 1241 711 266 232 198 58 445 425 140 102 358 530 78 1065
is_linear=0
shrinkage=0.0037357


Tree=792
num_leaves=31
num_cat=0
split_feature=1 2 0 106 4 34 2 15 15 48 48 0 13 149 2 13 97 4 12 52 48 11 41 0 160 1443 455 1 1 2
split_gain=24.1261 6.56582 4.49882 3.52196 3.37087 3.09359 4.07972 3.47843 3.10456 2.86302 4.02369 2.78777 3.03014 2.66939 2.61991 2.96656 2.508 2.33502 2.30207 2.22839 5.05979 3.05735 4.43638 3.31623 3.1432 2.54507 2.5148 2.535 5.30883 4.02017
threshold=0.11846000000000002 0.10252500000000002 -0.13027499999999997 0.086340000000000014 0.42642000000000008 -0.038779999999999995 0.13622000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.065739999999999979 0.078735000000000013 -0.10474999999999998 -0.087934999999999985 0.07770500000000001 0.15609500000000001 -0.14179999999999995 -0.079444999999999988 0.40124500000000002 0.095565000000000011 0.11277500000000001 0.084170000000000009 1.0000000180025095e-35 0.07882500000000002 -0.14920999999999998 -0.089744999999999978 0.088135000000000005 0.090015000000000026 0.080270000000000022 0.084525000000000003 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 9 16 7 -7 11 -3 -11 -8 -13 17 15 -4 -2 19 -17 21 25 24 23 -23 -1 -21 27 -26 -29 -30
right_child=5 2 14 -5 -6 6 8 -9 -10 10 -12 12 -14 -15 -16 18 -18 -19 -20 20 -22 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0026437743269243342 0.00087431189023259219 0.0019718114818642624 0.00061974607134684359 0.00066376107986053649 0.002527711972985926 0.0012568685016449014 0.0017632925294454986 0.0029256063971536362 -0.00064918115313960492 -0.00072512647452472787 0.00098098803244283826 -0.00038928116256689582 0.0010051480472687449 0.0031338275528554173 0.00045699754138388445 0.0022659496987195117 -0.00090514066919706215 0.00082267396173183881 0.001689580139848426 0.0018135079019307274 0.00031236848923763629 0.0045581665319726194 0.0016609962000828315 0.0026114994770591315 0.0021324702414323984 0.0030246855764447917 0.0033818401133501722 -0.00012123741662427323 0.0020313472654849363 0.0010881287309778252
leaf_weight=136 23 27 26 26 20 133 35 21 24 26 88 35 64 34 20 182 23 22 225 251 31 24 29 27 1010 28 20 20 413 78
leaf_count=136 23 27 26 26 20 133 35 21 24 26 88 35 64 34 20 182 23 22 225 251 31 24 29 27 1010 28 20 20 413 78
internal_value=0 0.00195838 0.00161088 0.00205767 0.00106377 0.000907072 0.00104308 0.00148442 0.000612908 0.000856118 0.000591874 0.000838954 0.000512168 0.00207474 0.00180532 0.0018676 -1.54144e-05 0.0020575 0.00194732 0.00207064 0.00177279 0.0021232 0.00285094 0.00352758 0.00208848 0.00193506 0.00203947 0.00202182 0.00180312 0.00188151
internal_weight=0 2763 614 2149 161 358 312 154 158 141 114 134 99 2123 453 433 46 2089 407 2067 310 1757 80 51 1677 279 1541 1521 511 491
internal_count=3121 2763 614 2149 161 358 312 154 158 141 114 134 99 2123 453 433 46 2089 407 2067 310 1757 80 51 1677 279 1541 1521 511 491
is_linear=0
shrinkage=0.00381041


Tree=793
num_leaves=31
num_cat=0
split_feature=4 3 2 123 3 10 1 52 4 11 0 16 49 4 13 43 3 3 42 0 1447 484 42 52 52 1 1 1 1 15
split_gain=20.4199 6.34919 5.13104 3.3167 2.8635 2.70991 2.64012 2.72554 2.47974 3.37661 2.95601 5.49016 5.55131 5.09786 2.81105 3.69751 2.95171 3.06642 2.56357 2.5171 2.88706 2.70846 3.67492 2.4336 2.37485 3.50669 2.31767 2.38016 2.48991 2.16736
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.63141500000000017 -0.094984999999999986 0.11146500000000002 -0.087769999999999987 -0.082249999999999976 0.077290000000000011 -0.10836499999999999 -0.014034999999999997 -0.0020949999999999996 -0.0016099999999999997 0.0015850000000000003 -0.23229999999999998 -0.088084999999999983 -0.074479999999999977 -0.095284999999999995 -0.085754999999999984 -0.085024999999999989 -0.081614999999999979 -0.0090649999999999984 -0.010739999999999998 -0.075329999999999994 0.14804000000000003 0.086920000000000011 0.10374500000000002 0.11910500000000002 -0.088429999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -2 7 -5 19 10 11 13 -13 -10 -12 23 18 -18 -17 21 -21 -1 -23 -16 -7 26 -26 -28 -29 -3
right_child=4 29 -4 6 -6 24 -8 -9 9 -11 14 12 -14 -15 15 16 17 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00095125497781159527 -0.00011205155074803176 0.0012088712082296736 4.6967414431078975e-06 0.0018479454578907495 -0.00041460372485896608 -0.00010588144267903255 0.00022967624344274256 0.00084959628724785039 0.00012722453902408093 0.00211524028813494 0.00133809108443902 0.0010363617822873744 -0.00087567969060110763 0.0014081932358823471 0.0021576444501287678 0.00086683277955709151 0.0016454578702058606 0.00071224617369975221 -0.00019173737136025162 0.0003743366590931806 0.001404423945613786 0.0014714271761565899 0.0023383835709540716 0.0011109016700455716 0.0014070729108843314 0.0018845674158346737 -0.00023656859174912763 0.00099783305224710687 0.0004285327233979498 0.00017305192934519652
leaf_weight=27 32 21 23 27 20 24 34 81 28 34 1337 23 22 129 29 36 44 64 32 21 497 75 70 38 31 20 22 109 119 52
leaf_count=27 32 21 23 27 20 24 34 81 28 34 1337 23 22 129 29 36 44 64 32 21 497 75 70 38 31 20 22 109 119 52
internal_value=0 0.00126282 0.00128446 0.00129558 0.000587391 0.000643525 0.000890992 0.00109918 0.0013185 0.00126574 0.00124953 0.000939557 0.000101586 0.00117974 0.00128916 0.00101992 0.000812808 0.00109244 0.000368682 0.00145737 0.00136266 0.0017426 0.00188996 0.00156397 0.00071792 0.000783606 0.000705245 0.000618219 0.000700698 0.000471027
internal_weight=0 2744 2671 2648 377 357 142 108 2506 1816 1782 202 45 157 1580 243 176 108 68 690 518 172 145 67 325 301 281 250 228 73
internal_count=3121 2744 2671 2648 377 357 142 108 2506 1816 1782 202 45 157 1580 243 176 108 68 690 518 172 145 67 325 301 281 250 228 73
is_linear=0
shrinkage=0.00272125


Tree=794
num_leaves=31
num_cat=0
split_feature=4 3 9 123 4 0 159 49 1447 3 42 149 48 0 0 13 3 43 43 12 2 11 13 15 160 455 1 3 12 42
split_gain=16.5401 5.14285 4.60473 5.15353 2.82242 4.50205 3.44315 3.56481 3.47332 3.08711 3.02049 2.64331 3.19889 3.24618 3.62103 3.6071 3.17646 2.61031 3.83512 3.42193 2.53424 2.52287 2.32392 2.28775 2.20724 2.51587 2.27013 4.059 2.79776 2.5368
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 -0.07168999999999999 -0.036484999999999997 -0.085489999999999997 -1.0000000180025095e-35 -0.085804999999999979 0.11296500000000002 0.11649000000000002 0.091325000000000003 -0.074214999999999989 -0.10474999999999998 -0.15931499999999996 -0.099939999999999987 -0.010424999999999999 0.10915000000000001 0.064745000000000011 0.10832500000000002 0.10060500000000001 0.077290000000000011 -0.061684999999999997 0.013270000000000002 -0.54913999999999985 0.092985000000000012 0.080585000000000004 -0.094299999999999981 0.08401500000000002 -0.091729999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 -4 20 -9 10 21 12 -2 14 -14 -15 -17 18 19 -10 -8 24 -18 -7 -6 26 28 -28 29 -26
right_child=11 -3 4 -5 5 23 7 8 17 -11 -12 -13 13 15 -16 16 22 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0010462311166042904 -0.00036438524601472904 0.00064252826509168652 0.0030128614819461873 0.0016780617628868414 0.0028161271738299082 -0.00027675901996959061 0.0041299581403718552 0.00034847376793402976 0.0019170417750703247 0.00031923925268883987 0.00088521898473779891 0.0022603923071764921 0.00068422854103723861 -0.00067710594898753255 0.0020114144515642157 0.0012570241263508946 0.00076398216501590412 0.0026747119801522443 0.00053653676106478498 0.0003695028368576644 0.0020536292890883092 0.0030952147236787009 -0.0010054142324909731 0.0014982143939344834 0.00099076390878254528 0.0031712212568245886 -0.00019112065266062872 0.00155286671140729 0.0017097689781042308 0.0025325319143397777
leaf_weight=21 41 73 48 27 32 30 20 26 877 27 69 20 72 36 68 89 28 65 38 25 20 24 23 21 21 20 24 420 682 134
leaf_count=21 41 73 48 27 32 30 20 26 877 27 69 20 72 36 68 89 28 65 38 25 20 24 23 21 21 20 24 420 682 134
internal_value=0 0.00172261 0.00175213 0.000486184 0.0017753 0.0016586 0.00193215 0.00188372 0.00183685 0.00170087 0.00172703 0.00080126 0.000719516 0.000860149 0.00132886 0.000487309 0.000786729 0.00187535 0.00182008 0.00187415 0.00309179 0.00176984 -3.39809e-05 0.000454112 0.00174598 0.00171965 0.00169699 0.0014586 0.00182345 0.00232365
internal_weight=0 2744 2671 48 2623 1504 1119 1071 1031 1453 1426 377 357 316 140 176 140 1005 940 902 40 1357 51 51 1333 1301 1281 444 837 155
internal_count=3121 2744 2671 48 2623 1504 1119 1071 1031 1453 1426 377 357 316 140 176 140 1005 940 902 40 1357 51 51 1333 1301 1281 444 837 155
is_linear=0
shrinkage=0.00412451


Tree=795
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 2 4 15 0 15 4 15 475 0 48 12 47 50 4 151 40 13 4 12
split_gain=989.054 169.874 101.117 86.9961 60.3621 48.3856 36.7288 32.026 27.3839 27.2027 24.6267 24.3658 19.6998 16.959 12.148 30.726 17.4125 14.7093 10.6546 10.3258 9.86636 9.63797 9.44996 9.28201 8.92812 8.67881 8.49795 17.1173 8.47708 8.29128
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10060500000000001 0.062655000000000016 0.42051500000000003 0.14285500000000004 0.09253500000000002 0.11474000000000002 0.13501500000000002 0.27044500000000005 -0.41396999999999995 -0.11173999999999999 -0.10653 0.0061450000000000003 0.079055000000000014 -0.066784999999999983 -0.085669999999999982 0.082620000000000013 0.09141500000000001 0.090100000000000013 0.10861000000000003 -0.55119499999999988 -0.088784999999999989 -0.065259999999999999 -0.072819999999999982 -0.0070899999999999991 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 8 26 -5 28 18 14 -9 15 -1 19 -17 -7 23 -20 -22 25 -16 -21 -3 -4 -28 -6 -30
right_child=1 2 7 9 10 11 -8 13 -10 -11 -12 -13 -14 -15 16 17 -18 -19 20 24 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0041045593625186035 0.0034956141333982505 0.0024147934005914421 0.0016512306281458204 0.0032197135277219858 0.0036844101597150757 0.0036781736141641729 0.0042056355520756449 0.0013249357173706696 0.0012843550261911773 0.0021033971141777037 0.0020520190643719982 0.0025012343970765528 0.0025768686594772475 0.00051003627617472454 0.0037432295900442776 0.0026865268120034739 0.0031940698926821477 0.0036655245903971442 0.0032727187773144519 0.0041356904025684179 0.0023139884066129377 0.0031473487659661094 0.0024946621892940825 0.0033726893397693913 0.0035054841028159325 0.0018228814522288938 0.0016968518317156496 0.0028389209296886355 0.0033322180488558964 0.0025755435456309671
leaf_weight=29 76 29 20 34 23 52 81 113 55 61 26 48 22 33 469 66 127 20 262 23 23 35 32 79 999 170 21 35 30 28
leaf_count=29 76 29 20 34 23 52 81 113 55 61 26 48 22 33 469 66 127 20 262 23 23 35 32 79 999 170 21 35 30 28
internal_value=0 0.00208509 0.00191079 0.00344103 0.00227788 0.00347919 0.00354661 0.00146285 0.00182183 0.00250292 0.00289884 0.0031718 0.00351751 0.00114075 0.00352893 0.00321438 0.00355024 0.0029142 0.00325832 0.00357906 0.0031901 0.00281688 0.00199025 0.00368981 0.00351967 0.00190914 0.0022108 0.00241065 0.00317066 0.00296693
internal_weight=0 691 615 2430 338 2335 1915 277 131 95 107 420 1834 146 1812 115 1697 86 372 1570 320 58 231 548 1022 199 76 56 81 58
internal_count=3121 691 615 2430 338 2335 1915 277 131 95 107 420 1834 146 1812 115 1697 86 372 1570 320 58 231 548 1022 199 76 56 81 58
is_linear=0
shrinkage=0.00100006


Tree=796
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 1 47 2 14 11 3 15 4 1 13 1 43 12 1 15 11 124 12 13 4 1 159
split_gain=1432.24 232.716 141.898 108.764 102.09 62.4196 57.9152 47.4031 45.7754 43.0373 33.9117 32.1426 17.9977 16.344 15.7314 14.3174 13.4411 13.2514 13.2509 13.0594 11.3547 10.9596 10.1125 9.43552 9.40209 9.37835 9.19248 9.18559 8.59877 8.00214
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.13712500000000002 0.062655000000000016 1.0000000180025095e-35 -0.11171999999999999 -0.087679999999999994 -0.0073899999999999999 0.16540500000000002 -1.0000000180025095e-35 0.086455000000000018 -0.016814999999999997 0.090165000000000009 0.087135000000000004 -0.018314999999999994 0.082485000000000017 -0.087394999999999987 0.082480000000000012 -0.091904999999999987 0.27287000000000006 0.10171500000000001 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 17 6 11 -6 14 16 12 21 13 19 -1 26 -4 24 20 -8 -17 -5 27 -14 -3 -23 -15 -19 -10 -28
right_child=1 2 9 5 7 -7 10 -9 28 -11 -12 -13 23 15 -16 18 -18 22 -20 -21 -22 25 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0047408837320253826 0.0045433209335984754 0.0027578703923714664 0.0012778662232674381 0.0047967279824616604 0.0041141191192590829 0.0023983403708851582 0.0043495710680026851 0.0024726051607062345 0.0030102585779092847 0.0028611916002073664 0.0032072374138182656 0.0056539656563648743 0.0056088938506399701 0.0037499791937992007 0.0036121382539921827 0.0046116390414040276 0.0002371064396276946 0.003419400451839155 0.0033284361747309438 0.0031232162632316911 0.0040873614377925985 0.0039933963993607309 0.0018196132659586898 0.0046793229890320824 0.001921146701156712 0.004615420253753914 0.004527133198475205 0.0025246265448559493 0.0020367997994168155 0.005064420074315284
leaf_weight=35 76 24 150 931 85 20 25 40 47 26 38 60 25 21 42 99 22 24 25 29 180 42 22 52 154 348 342 68 20 49
leaf_count=35 76 24 150 931 85 20 25 40 47 26 38 60 25 21 42 99 22 24 25 29 180 42 22 52 154 348 342 68 20 49
internal_value=0 0.0024906 0.00223692 0.00451939 0.00264849 0.00458541 0.00460472 0.00358883 0.00347124 0.00137014 0.00435639 0.00476385 0.00440795 0.00435063 0.0041252 0.00440038 0.00114475 0.00224595 0.00419568 0.00369097 0.0042734 0.00472342 0.00257694 0.00498113 0.00203396 0.00454843 0.00455142 0.00275805 0.00271967 0.00459447
internal_weight=0 691 615 2430 417 2286 2266 125 144 198 885 1381 847 770 77 716 172 292 304 54 279 1321 114 77 178 390 412 92 67 391
internal_count=3121 691 615 2430 417 2286 2266 125 144 198 885 1381 847 770 77 716 172 292 304 54 279 1321 114 77 178 390 412 92 67 391
is_linear=0
shrinkage=0.00124344


Tree=797
num_leaves=31
num_cat=0
split_feature=4 3 2 12 457 2 2 2 482 131 2 96 48 0 42 49 3 13 4 156 457 14 15 2 0 15 0 12 160 1212
split_gain=21.3029 6.58116 5.16484 3.97094 3.71555 3.33525 5.79034 3.06612 4.04749 4.84424 4.12463 3.15641 3.29534 2.82884 2.80936 3.22019 3.08224 3.06025 2.59876 3.44181 2.54456 3.08323 6.24554 2.50252 3.68747 2.54997 2.4235 2.07761 4.74881 3.08819
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 -0.010834999999999999 0.29113500000000009 -0.0091949999999999983 0.09358000000000001 0.13501500000000002 0.087425000000000017 0.090855000000000005 0.16394500000000004 0.086110000000000006 0.12118000000000002 -0.14920999999999998 0.088670000000000013 -0.015259999999999998 -0.028564999999999997 0.05868000000000001 0.033845000000000007 0.013700000000000002 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.080614999999999978 -0.11173999999999999 0.13592500000000005 -0.097734999999999989 0.083785000000000012 -0.55323499999999981 0.037395000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 -1 -7 11 9 10 -9 12 14 20 15 16 -2 -17 23 -20 -5 22 -22 -15 -25 26 -26 29 -29 -28
right_child=7 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 18 -16 17 -18 -19 19 -21 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.00059327760289985397 0.0019071835417200954 0.00070279017945022119 6.4541862327756406e-05 0.0012881620368540444 0.0004608293605123872 0.0027425001202298904 0.0011808264419563589 0.00015389531918137122 0.001534562342713295 0.0015294940417113722 -0.0018638331997160782 -0.0001457073593608923 -0.00025125424556912728 0.0032030327502232769 0.00066290085267080388 0.0023263427810271227 -8.2492244017939192e-05 0.00083449930217887008 0.0016998876788021529 0.00027054118634671617 0.0023262012701211698 0.0020406589023468126 0.0047849314432165295 0.0006948811714360463 0.0029200357113056386 0.00095629543750698964 0.0021704936700940804 7.1025664615353046e-05 0.0019391264100621752 0.0037524519810589445
leaf_weight=57 20 73 23 23 25 50 111 38 30 20 24 27 20 23 60 86 26 26 260 27 40 59 24 34 39 36 172 20 1628 20
leaf_count=57 20 73 23 23 25 50 111 38 30 20 24 27 20 23 60 86 26 26 260 27 40 59 24 34 39 36 172 20 1628 20
internal_value=0 0.00183156 0.00186241 0.00187803 0.00192222 0.00138538 0.00166582 0.000865568 0.000336989 -0.000101147 -0.000627161 0.00108897 0.00122903 0.00193742 0.00136484 0.0016314 0.000782584 0.00198002 0.00190419 0.00156542 0.00245146 0.00266899 0.00324823 0.0019535 0.00193875 0.00196084 0.00198008 0.00196016 0.00191646 0.00233528
internal_weight=0 2744 2671 2648 2430 218 161 377 112 82 62 265 238 2405 218 158 46 112 2259 287 146 123 64 1972 1949 1915 1879 1840 1648 192
internal_count=3121 2744 2671 2648 2430 218 161 377 112 82 62 265 238 2405 218 158 46 112 2259 287 146 123 64 1972 1949 1915 1879 1840 1648 192
is_linear=0
shrinkage=0.00381041


Tree=798
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 14 4 47 1 2 475 4 0 15 0 4 4 158 2 3 1 132 14 1 43 15 157 12
split_gain=1102.43 134.284 121.584 99.8399 76.9708 62.1507 54.1212 34.729 34.515 29.5553 29.5074 26.2162 15.9259 15.3017 17.1659 17.2641 13.8959 17.2757 12.739 12.2814 11.8591 10.4153 9.52153 9.26985 9.43635 8.60622 8.49324 8.07437 7.96844 7.79379
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13436000000000001 0.36766000000000004 0.088105000000000003 0.10060500000000001 0.076175000000000007 0.2623950000000001 0.13082500000000002 0.077845000000000011 0.14530500000000005 -0.066784999999999983 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.079119999999999982 -0.55119499999999988 -0.020529999999999996 0.085030000000000008 0.14122000000000004 -0.12711499999999995 0.104035 0.082230000000000011 -0.42495999999999995 0.16540500000000002 -0.079914999999999986 -0.064294999999999977 -0.23976499999999998 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 20 7 13 -7 25 -4 12 -8 14 15 -1 28 -18 -17 -15 23 -19 29 24 -3 -5 -12 -23 -16 -14
right_child=1 3 10 9 -6 8 11 -9 -10 -11 26 -13 22 19 16 18 17 21 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047543786816448518 0.0042197876211652868 0.0029584350659328782 0.0040148136455156452 0.0011094700300076936 0.0025167752019886135 0.0038622302311792003 0.0045610530960094476 0.005265541161696482 0.0022474979492469911 0.00261872019995064 0.0026755313190844478 0.0027361296637354979 0.0039805364629793959 0.0037636584201688316 0.0036760703287121227 0.0041899226732553104 0.0053514010263775273 0.0034504496785201554 0.0028566294318287406 0.0046860316955737473 0.0012250299527907286 0.0033857953171544377 0.0029917041695814452 0.0012580989411110134 0.0020993629716885508 0.00020802313925434969 0.0017000338928297421 0.0042646204329868185 0.0045126671649366604 0.0033162949924552543
leaf_weight=23 52 27 28 150 45 65 68 79 38 23 61 34 288 126 21 21 23 35 34 33 30 20 22 20 163 22 22 357 1155 36
leaf_count=23 52 27 28 150 45 65 68 79 38 23 61 34 288 126 21 21 23 35 34 33 30 20 22 20 163 22 22 357 1155 36
internal_value=0 0.0021544 0.00419744 0.00195477 0.00426062 0.00239194 0.00429366 0.00439163 0.0032665 0.00118578 0.00282003 0.00387227 0.00396558 0.00435427 0.00439184 0.00377519 0.0044217 0.00421617 0.00336571 0.00395509 0.00201661 0.00415279 0.00384855 0.00212969 0.00222144 0.000994169 0.00241697 0.004218 0.00449773 0.00390673
internal_weight=0 590 2531 538 2420 343 2375 1927 103 195 111 448 414 1848 1689 78 1611 435 55 159 240 412 346 210 190 172 83 377 1176 324
internal_count=3121 590 2531 538 2420 343 2375 1927 103 195 111 448 414 1848 1689 78 1611 435 55 159 240 412 346 210 190 172 83 377 1176 324
is_linear=0
shrinkage=0.00134594


Tree=799
num_leaves=31
num_cat=0
split_feature=1 2 0 4 1446 295 48 48 11 11 52 2 51 1 52 2 43 4 3 3 1420 1429 160 51 16 4 52 475 42 151
split_gain=21.9171 5.76802 3.36768 3.95352 3.42737 3.0769 2.98065 3.39705 2.90839 6.25671 4.67212 3.84107 2.71271 4.12036 2.36804 2.35084 2.45655 3.08178 4.61255 2.16365 2.10916 2.0671 4.07225 2.74443 2.47382 3.88239 3.33953 2.49534 3.41191 2.43146
threshold=0.11846000000000002 0.10188000000000001 -0.13027499999999997 0.42642000000000008 0.10734500000000001 0.084000000000000005 -0.065739999999999979 0.078735000000000013 0.079915000000000014 0.085155000000000022 -0.020999999999999994 -0.090999999999999984 -0.40274499999999996 0.16773500000000005 0.19022000000000003 0.15361500000000003 -0.073404999999999984 -0.27825499999999997 -0.11171999999999999 -0.075634999999999994 -0.084814999999999988 0.084770000000000012 -0.080719999999999986 -0.084114999999999981 0.19444000000000003 -0.15464999999999998 -0.083374999999999991 -0.085719999999999977 0.083795000000000022 0.086470000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 15 8 -3 -8 11 -10 -11 -1 -2 14 -14 16 19 -18 -19 -4 -13 24 -23 -24 25 -22 -26 28 -27 -29
right_child=12 2 4 -5 -6 -7 7 -9 9 10 -12 20 13 -15 -16 -17 17 18 -20 -21 21 22 23 -25 26 27 -28 29 -30 -31
leaf_value=0.00068606727498077486 0.0020135462194245529 0.0019047580552861026 0.001898441268383578 0.0025226823167843063 0.00011767076304119234 0.00041760144804117331 -0.00066275267697720516 0.00087025222336053858 0.0037404801286275886 0.0029249085836428471 0.00043015914960061672 0.0028851362537879346 0.00073584968897022832 -0.00088860523323727042 0.0020644339701216784 0.0005347233614771752 0.0021096573365317027 -0.0002892967556059034 0.0014977704692072608 0.0029614149241088228 0.0029218210851054511 0.0003843038954470543 0.0030767525549945645 0.001388819562887137 0.0016849757828456377 0.0034176615362481204 0.00014568229724172652 0.0018952303092805896 0.0017433595789043466 0.00085509524970293774
leaf_weight=38 24 27 113 21 20 20 26 90 36 20 22 29 293 21 20 23 93 23 163 35 54 38 20 41 109 35 24 1578 33 32
leaf_count=38 24 27 113 21 20 20 26 90 36 20 22 29 293 21 20 23 93 23 163 35 54 38 20 41 109 35 24 1578 33 32
internal_value=0 0.00178281 0.00147004 0.00100912 0.00163086 0.00187596 0.00078685 0.000526648 0.00188979 0.00259768 0.00161814 0.0018626 0.000800439 0.000713269 0.000820743 0.00169812 0.00176078 0.00155441 0.00127679 0.00214982 0.00188503 0.00187027 0.00134424 0.00194224 0.00189819 0.00193589 0.00140721 0.00190416 0.00260513 0.00187456
internal_weight=0 2763 634 164 470 2129 143 116 2109 78 42 2031 358 334 313 450 427 279 186 148 1993 1964 99 61 1865 1732 133 1678 68 1610
internal_count=3121 2763 634 164 470 2129 143 116 2109 78 42 2031 358 334 313 450 427 279 186 148 1993 1964 99 61 1865 1732 133 1678 68 1610
is_linear=0
shrinkage=0.0037357


Tree=800
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 2 2 4 0 1 4 150 15 131 15 3 12 4 1 4 0 160 12 47 0
split_gain=1437.63 229.082 145.032 122.46 85.8974 76.904 45.1938 41.0223 36.5422 35.1545 32.8245 28.8447 27.699 23.6007 32.0738 21.6792 17.6896 16.6646 13.089 12.1062 11.856 11.0553 14.4947 16.0741 10.8646 11.7434 10.1621 10.1402 10.0054 9.97822
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.13501500000000002 0.11474000000000002 0.14285500000000004 0.27834500000000006 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 -0.097454999999999986 0.082750000000000004 -0.41942499999999994 0.31534000000000006 0.087765000000000024 -0.51843499999999987 0.089875000000000024 0.038415000000000012 0.14486500000000005 -1.0000000180025095e-35 0.095175000000000023 0.090100000000000013 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 13 -5 11 16 -6 12 -4 14 29 21 24 -16 19 -13 -21 22 -15 -24 25 27 -14 -7 -3 -1
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 18 26 15 17 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054663544673699263 0.0046133755220816768 0.0022717777852310867 0.0026715249182982215 0.0043273423158861016 0.0041957418609243902 0.0049111449714969073 0.0057325106068269139 0.0025986729750105313 0.0027989061382403951 0.0031747434867909485 0.0024969715354109224 0.0012891282319407878 0.0021173883802390065 0.0059660075455922603 0.0044923968248988108 0.0042327012515488462 0.0033627674092179503 0.0030802429885074881 0.0017857966548644397 0.00078463407260815591 -0.00046669265414356722 0.0047125913444238093 0.0049307108087037763 0.0038296116330453021 0.0040821531730256154 0.0036639292640383773 0.0011867057853354743 0.00439360954564117 0.003028076504316554 0.0044815057746448658
leaf_weight=23 74 191 39 34 77 105 76 63 34 48 24 29 25 21 20 110 29 41 20 29 21 805 697 22 127 23 77 145 33 59
leaf_count=23 74 191 39 34 77 105 76 63 34 48 24 29 25 21 20 110 29 41 20 29 21 805 697 22 127 23 77 145 33 59
internal_value=0 0.00250809 0.002248 0.00460115 0.00282103 0.00465877 0.0047745 0.0032046 0.00156831 0.0042041 0.00379207 0.00139398 0.00176242 0.00473401 0.00423967 0.00477672 0.00431927 0.00354324 0.000869237 0.000637197 0.000259077 0.00481546 0.00492736 0.00489702 0.00438862 0.00453119 0.00141481 0.00461097 0.0023832 0.00475774
internal_weight=0 673 599 2448 325 2351 1874 97 274 477 101 240 141 1798 143 1655 429 61 99 79 50 1545 740 719 400 273 102 250 224 82
internal_count=3121 673 599 2448 325 2351 1874 97 274 477 101 240 141 1798 143 1655 429 61 99 79 50 1545 740 719 400 273 102 250 224 82
is_linear=0
shrinkage=0.00126831


Tree=801
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 3 48 3 132 124 130 97 9 4 52 39 0 12 15 16 3 160 16 2 2 2 16 483 16
split_gain=22.7095 6.13653 4.58692 5.00543 6.08076 5.12121 4.14004 3.72782 2.7983 3.09015 2.71634 3.10214 3.48436 2.63963 2.65924 2.57774 3.95974 5.56393 2.64333 2.38418 2.57487 3.17489 2.54185 2.41583 2.66958 2.38057 2.32671 2.24199 4.07469 3.09277
threshold=0.11846000000000002 0.051320000000000005 -0.22860499999999997 0.081185000000000021 -0.073404999999999984 -0.0029899999999999996 0.11924500000000002 -0.024949999999999996 0.30112000000000005 0.10365500000000001 0.05852000000000001 -0.0060099999999999989 -0.0047149999999999996 0.081890000000000004 0.40124500000000002 -0.088614999999999985 0.089130000000000015 -0.062764999999999974 -0.081419999999999979 -0.085319999999999993 0.013515000000000001 0.0051600000000000005 -0.077609999999999985 -0.10850999999999998 0.092235000000000025 0.13622000000000004 -0.0050599999999999994 -0.072359999999999994 0.083960000000000021 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 10 -10 11 -2 -13 14 27 -7 17 -17 -18 22 21 -21 -9 -24 -25 26 -14 28 -3 -30
right_child=8 13 3 -5 6 15 -8 19 9 -11 -12 12 25 -15 -16 16 18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-6.6223594328096102e-05 2.3688501051838577e-05 0.0017080778064406063 -0.00078596369776365597 0.0026711434406150041 0.00069488434807113929 0.0017847562630770929 0.00076746093902621201 0.0024342131232559226 -0.00013357671181197652 0.0011447590722624753 -0.00016586797188792286 6.1498443820528465e-05 0.00074252079060421435 0.0026228239469601338 0.00063937409487263531 0.00065197383783465465 -0.00092555973832554681 0.0026012371292085438 0.00074647707601071915 0.0018470356755338258 0.0017964732803745073 0.0036187332754383851 0.0019995981528010839 0.0014369912132082183 7.5611207853137498e-05 0.00078879666884360824 0.001835350706629476 0.0015495912389206635 0.0020000384668116102 0.0035186796809654184
leaf_weight=26 31 941 20 28 35 32 64 25 70 28 24 28 27 29 28 59 20 21 20 20 75 23 32 39 25 63 87 1141 37 23
leaf_count=26 31 941 20 28 35 32 64 25 70 28 24 28 27 29 28 59 20 21 20 20 75 23 32 39 25 63 87 1141 37 23
internal_value=0 0.00157053 0.0012679 0.00133237 0.00125887 0.000761068 0.00151219 0.00168614 0.000699989 0.000231662 0.000876512 0.000982517 0.00112751 0.00164815 0.00163512 0.000964625 0.000745923 0.00116366 -8.95413e-05 0.00183131 0.00216023 0.00279469 0.00151054 0.00127 0.000905202 0.00129615 0.00157652 0.00164814 0.00176047 0.00258218
internal_weight=0 2763 564 538 510 172 338 274 358 98 260 236 205 2199 2170 152 120 80 40 239 118 43 121 96 64 177 114 2142 1001 60
internal_count=3121 2763 564 538 510 172 338 274 358 98 260 236 205 2199 2170 152 120 80 40 239 118 43 121 96 64 177 114 2142 1001 60
is_linear=0
shrinkage=0.00325215


Tree=802
num_leaves=31
num_cat=0
split_feature=4 3 9 123 3 2 39 400 49 151 0 158 159 483 10 12 42 151 151 0 474 156 156 0 15 376 1209 149 1 1
split_gain=18.7967 5.60728 4.76398 4.28743 2.84728 2.78483 4.16626 3.46486 2.79212 3.62901 2.78893 2.54343 2.68176 2.5711 2.50631 2.47688 2.22369 2.32857 2.37062 2.27753 2.0976 2.54279 4.48307 3.81385 5.5946 2.54162 2.02684 2.01207 2.03362 2.37148
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.63141500000000017 0.094835000000000017 0.098220000000000016 -0.065974999999999992 -0.10774499999999999 0.015440000000000001 -0.16360999999999995 0.085900000000000018 0.11389500000000001 0.032770000000000007 -0.15282499999999996 0.080890000000000017 0.11688500000000002 -0.089309999999999987 -0.083969999999999975 -0.055064999999999996 -0.13289499999999999 0.087380000000000013 0.085790000000000019 -0.047369999999999995 -0.0088349999999999974 0.084145000000000011 0.082105000000000011 0.07770500000000001 0.086920000000000011 0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 11 7 -7 -9 10 -10 12 20 15 -2 -13 17 -12 -19 -18 -4 22 25 24 -23 26 -22 28 -16 -30
right_child=4 -3 5 -5 -6 6 -8 8 9 -11 16 13 -14 -15 27 -17 19 18 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00092792683744165251 -0.00026088050464088275 0.00072468453592954799 0.003502895547519654 0.0017617535569684258 -0.00075692418927917628 2.5831259189295857e-05 0.00042787737192967213 0.0030409027412268337 0.0034676689529736732 0.00017176449742204288 0.0034001322273660038 0.0040686727641465938 0.00056266809821874856 0.001180788434697352 0.0020850954962480452 0.0025572218421622836 0.00031892152876011664 0.0004143244242227086 0.0019449662760615766 0.0020000903193262802 0.0020356842990202255 0.001653164117767718 0.0036638222897729311 0.0031367453292544065 -0.00067179126581468941 0.00052693400521981151 0.0026034845572442712 0.0022547763617870573 -0.00061945550295756219 0.00097818672062694183
leaf_weight=21 30 73 20 27 20 20 43 41 22 25 21 26 24 22 30 128 36 21 509 29 1272 118 36 25 25 21 139 27 20 250
leaf_count=21 30 73 20 27 20 20 43 41 22 25 21 26 24 22 30 128 36 21 509 29 1272 118 36 25 25 21 139 27 20 250
internal_value=0 0.00194545 0.00197882 0.000585018 0.000882293 0.00200432 0.00177803 0.00185822 0.00191028 0.00184036 0.00190574 0.00209784 0.00204434 0.00260845 0.000974126 0.0028124 0.00184996 0.00194209 0.00188432 0.00106898 0.00206582 0.00204825 0.00210779 0.00152796 0.0012467 0.00206867 0.00209162 0.00108743 0.000982368 0.000859843
internal_weight=0 2744 2671 48 377 2623 767 724 704 663 638 1856 1680 176 357 154 616 551 530 65 1656 1636 1468 168 143 1432 1411 327 300 270
internal_count=3121 2744 2671 48 377 2623 767 724 704 663 638 1856 1680 176 357 154 616 551 530 65 1656 1636 1468 168 143 1432 1411 327 300 270
is_linear=0
shrinkage=0.0044645


Tree=803
num_leaves=31
num_cat=0
split_feature=1 2 160 160 0 16 2 1 10 2 10 47 106 48 49 16 3 151 16 51 51 15 12 43 475 1373 133 0 0 3
split_gain=15.6028 4.15398 2.64318 3.31421 3.62002 3.76663 3.51327 2.67617 2.49124 3.40202 2.66017 2.46927 2.38706 2.77087 2.76201 5.00705 6.26778 2.91077 2.4107 2.44261 3.85832 3.94211 3.34081 3.09318 2.89487 3.07171 2.95557 2.76865 3.35091 3.34348
threshold=0.11846000000000002 0.10613000000000002 -0.39198499999999997 -0.061284999999999992 -0.07929499999999999 -0.0019699999999999995 0.11362000000000001 0.10984500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.11596500000000001 0.086340000000000014 -0.098424999999999985 -0.014989999999999998 -0.0064149999999999997 -0.096099999999999977 -0.0077149999999999988 -0.083539999999999989 -0.13782999999999998 -0.095144999999999993 -0.07879499999999999 -0.090609999999999982 -0.085154999999999995 -0.084144999999999984 0.085770000000000013 0.087035000000000015 0.11070500000000001 1.0000000180025095e-35 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 6 5 -5 -4 -8 9 10 -2 -12 13 -1 15 16 -15 -18 -16 23 21 -21 -22 -20 26 27 -24 28 29 -26
right_child=8 2 3 4 -6 -7 7 -9 -10 -11 11 -13 -14 14 18 -17 17 -19 19 20 22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023489363706358404 0.0003785916762209447 0.0020804605960838135 0.0012838334724691266 0.00084040445966584206 0.0012541225664966745 -0.00062482281182165724 -0.00083688650786716457 0.00055581390477876737 -0.00013977923384071118 0.00042208527435611329 0.0020220018687087948 0.00073460303188055745 0.00033990134007477697 -0.00072292264813606226 0.0014811002152179339 0.0016050356183040775 0.0012921123226233282 0.00044823942201885895 0.0028160251233712739 0.0012686601054825164 9.378233185319809e-06 -0.00045393946610506881 0.0022617011029469193 0.0014398889090591739 0.0012144353806788771 0.0023735728623633652 0.0011879812477358274 0.001933625498360744 2.7192441275863069e-05 -7.7525435773031986e-05
leaf_weight=24 30 20 26 120 261 20 26 28 47 220 37 24 26 26 633 88 93 70 20 25 21 27 55 79 915 22 46 47 25 20
leaf_count=24 30 20 26 120 261 20 26 28 47 220 37 24 26 26 633 88 93 70 20 25 21 27 55 79 915 22 46 47 25 20
internal_value=0 0.00122454 0.000967007 0.00092071 0.0010366 0.000631086 0.000339793 -0.000114746 0.000530982 0.000632351 0.00114068 0.00151548 0.00128158 0.00129253 0.00128107 0.000989135 0.000702366 0.000929713 0.00132286 0.00124593 0.00120709 0.000374233 0.00124472 0.0017179 0.00126768 0.00121811 0.00177268 0.00119287 0.0011566 0.0011868
internal_weight=0 2763 501 481 401 140 80 54 358 311 91 61 2262 2236 2212 277 189 163 1935 1302 1203 52 1151 99 1130 1029 101 1007 960 935
internal_count=3121 2763 501 481 401 140 80 54 358 311 91 61 2262 2236 2212 277 189 163 1935 1302 1203 52 1151 99 1130 1029 101 1007 960 935
is_linear=0
shrinkage=0.00312586


Tree=804
num_leaves=31
num_cat=0
split_feature=1 44 12 132 4 39 15 38 16 15 3 16 150 9 0 15 376 50 16 15 48 2 16 9 48 4 402 402 402 48
split_gain=12.6382 3.58656 4.28134 4.69522 4.13589 5.11703 4.59167 4.29654 3.56864 2.73587 4.86315 2.74636 2.99605 2.18392 2.25406 5.3779 2.53435 3.03665 2.12282 3.5128 3.16649 2.10865 2.90627 2.02862 2.02588 1.9466 1.86847 3.01866 2.51497 5.83226
threshold=0.11846000000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.17966999999999997 0.085425000000000015 0.040760000000000005 1.0000000180025095e-35 0.25084500000000004 -0.015744999999999999 0.083060000000000009 -0.073849999999999985 0.087790000000000021 0.10141500000000002 -0.0058249999999999994 -0.41396999999999995 0.11283000000000001 0.086295000000000011 -0.54656499999999986 -0.43375999999999998 0.10078500000000001 0.13404500000000005 0.052820000000000013 0.081890000000000004 0.092150000000000024 0.053180000000000012 0.089785000000000018 0.10323000000000002 0.083170000000000008 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 9 -1 11 -11 18 -13 14 16 -16 17 21 -6 -20 24 -2 -23 25 -21 26 28 -28 -4 -30
right_child=13 -3 23 -5 6 -7 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0028397022325942728 0.00095201012162838368 0.0022465784351637362 0.0012117322432767012 -0.00049997033041154597 0.0014543530777217598 9.4871432297570849e-05 0.0020115590215310942 0.0018742435691582104 0.0013829870696260595 0.0007746778238348276 -0.00098386284235877936 0.00087667513423416387 0.0021884545088638294 -0.00032778348016828627 0.00096460446780218141 -0.0011702560144428221 -0.00036894920032055711 0.0016166882188313482 -0.00094066239843975698 0.00053364022247254738 -0.00055723551948269688 0.00059452058699895343 -0.00068871064126219432 0.0021015421705940858 0.0016526606432772299 0.00092772500276643878 0.0021668238379329908 0.0012843330573273787 0.0012603731944861479 -0.00089969394341751958
leaf_weight=29 108 31 1617 25 20 20 31 31 46 39 29 113 22 31 26 24 22 39 20 77 23 84 24 26 22 267 55 161 39 20
leaf_count=29 108 31 1617 25 20 20 31 31 46 39 29 113 22 31 26 24 22 39 20 77 23 84 24 26 22 267 55 161 39 20
internal_value=0 0.00114661 0.00113413 0.000876826 0.000942764 0.00155649 0.000806222 0.000711865 0.00194625 0.000613142 2.4712e-05 0.000747867 0.00109045 0.00049719 0.000575398 -6.01286e-05 0.000690115 0.000781485 0.000462384 0.00032267 0.000529774 0.000630684 0.000309358 0.00119855 0.000782311 0.00118767 0.00122436 0.00150904 0.00118767 0.000528147
internal_weight=0 2763 2732 547 522 95 427 396 75 365 68 297 135 358 327 50 277 255 162 142 122 216 108 2185 99 2159 1892 216 1676 59
internal_count=3121 2763 2732 547 522 95 427 396 75 365 68 297 135 358 327 50 277 255 162 142 122 216 108 2185 99 2159 1892 216 1676 59
is_linear=0
shrinkage=0.00325215


Tree=805
num_leaves=31
num_cat=0
split_feature=4 2 3 1420 149 48 0 14 0 12 9 3 3 0 2 1429 11 42 43 13 4 3 49 3 3 160 2 1 1 4
split_gain=10.2782 3.40789 2.82415 2.29779 2.25883 2.65656 2.73859 3.19499 2.72989 2.61588 2.56326 2.21488 5.95601 2.36327 4.31846 3.50437 3.02894 2.63468 3.5989 2.81531 2.73151 4.792 2.65629 2.43304 2.37158 2.31608 2.23986 2.34958 2.21764 2.21132
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 -0.069964999999999986 0.091325000000000003 -0.074214999999999989 -0.10474999999999998 -0.47013499999999991 -0.13843999999999998 -0.087484999999999993 -0.073554999999999995 0.12745000000000004 0.10893000000000001 -0.076579999999999995 -0.0091949999999999983 0.087700000000000014 0.077290000000000011 -0.080354999999999982 -0.11720999999999999 0.14871000000000004 -0.37944499999999992 -0.096544999999999978 -0.011734999999999997 -0.081334999999999977 -0.014944999999999998 -0.088079999999999978 0.094565000000000024 0.093890000000000015 0.11061500000000002 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 8 -8 9 -7 -9 12 13 15 24 16 28 23 19 -19 25 -22 -23 -16 -15 -20 -27 -28 -5 -11
right_child=4 -3 -4 11 -6 6 7 10 -10 29 -12 -13 -14 14 17 -17 -18 18 20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0020174408992739523 -0.00048771338106616904 -6.088436435409422e-06 0.00047373770263027878 0.0014492817989555646 0.0019726991207697497 -0.00062825647491996815 0.0014811636282978295 -0.0012920132806494341 0.0020698054206700566 0.000550018072930695 0.00026909321856306509 0.0022978219119024284 -0.00066822305151192809 0.00070729456811944344 0.0014843193729203387 8.2367639943720241e-05 0.0023365505888649795 -0.0010788414021967376 0.0030854359845119408 0.0010746787061951669 -0.00079734213932971143 0.0026344442201955715 0.0010953009908515833 0.0029624197448329631 -0.0010201843019861743 0.0025094046738034334 -9.1878171296901143e-06 0.0016054939683495515 0.00016101635835240183 0.0019793697781880261
leaf_weight=95 41 33 63 1620 20 20 33 22 37 53 121 43 26 39 73 33 68 22 20 21 23 21 361 27 22 30 22 58 24 30
leaf_count=95 41 33 63 1620 20 20 33 22 37 53 121 43 26 39 73 33 68 22 20 21 23 21 361 27 22 30 22 58 24 30
internal_value=0 0.0013377 0.00135406 0.001375 0.000596875 0.000519798 0.000650519 0.000301218 0.00108964 0.000737543 2.8923e-05 0.0013511 0.00133488 0.00135584 0.00115644 0.00144029 0.00146646 0.00125291 0.00114382 -2.71223e-05 0.00123794 0.00106762 0.00117991 0.00188341 8.42694e-05 0.00176852 0.00152908 0.00116146 0.00143048 0.00106665
internal_weight=0 2744 2711 2648 377 357 316 176 140 103 143 2553 2510 2484 739 1745 1712 678 578 43 535 405 382 100 61 130 110 80 1644 83
internal_count=3121 2744 2711 2648 377 357 316 176 140 103 143 2553 2510 2484 739 1745 1712 678 578 43 535 405 382 100 61 130 110 80 1644 83
is_linear=0
shrinkage=0.004207


Tree=806
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1375 14 4 39 15 38 16 0 49 15 1 1 40 39 43 3 2 1455 16 156 0 131 3 157 160 160
split_gain=8.65924 2.82197 2.79273 3.60019 3.1471 3.07689 2.64283 3.78308 2.90077 2.59841 2.42555 2.25835 4.06047 3.32486 5.42563 2.75775 2.08042 2.13296 4.31553 2.1739 1.90365 1.83852 1.82293 1.81336 4.691 2.49016 1.90145 1.80979 2.37789 2.1308
threshold=0.11846000000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.096099999999999977 0.081185000000000021 -0.17966999999999997 0.085425000000000015 0.035560000000000008 1.0000000180025095e-35 0.25084500000000004 -0.17169499999999996 -1.0000000180025095e-35 -0.042209999999999991 0.087865000000000013 0.10538500000000002 -0.08440499999999998 0.084405000000000008 -0.0064299999999999991 -0.013929999999999998 -0.090999999999999984 -0.23681499999999997 -0.101115 0.10339000000000002 0.024095000000000002 0.096070000000000016 -0.13309499999999996 -0.48214999999999997 -0.55323499999999981 -0.54784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 10 9 11 -6 12 22 16 -15 -16 -13 18 -18 -19 -4 -22 -8 24 25 26 -2 -23 -29 -30
right_child=23 -3 20 -5 5 -7 8 -9 -10 -11 -12 13 -14 14 15 -17 17 19 -20 -21 21 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00033509774177221187 0.0014239603944334513 0.0021891400433495471 0.0022347437086317713 -0.00056792275477459775 0.0026992780865378761 0.0022031552099431081 -4.1239778215529598e-06 1.2297847184408259e-06 0.0021262267606338607 0.0017156972624912568 0.0013047272196218046 -0.00026848976337949293 0.0024777095893552875 -0.0019567173288061396 0.0012436682422110493 -0.00063458689489908726 -0.001124517920458778 0.0021737422176623697 0.00094089801148912607 0.00084022443395697451 0.0018785222726957088 0.0019441776057884251 0.0013275837611083357 0.0013143896737221471 -0.0008836236624867929 0.0013159624015063624 0.00027233979588922336 1.304800109911632e-05 0.0021968722446761512 0.0010772196656075651
leaf_weight=28 22 31 21 25 28 26 32 20 20 30 46 29 22 20 24 20 20 24 48 59 42 34 26 31 37 47 221 29 24 2035
leaf_count=28 22 31 21 25 28 26 32 20 20 30 46 29 22 20 24 20 20 24 48 59 42 34 26 31 37 47 221 29 24 2035
internal_value=0 0.00106837 0.00105565 0.000816938 0.000883262 0.000952319 0.000882828 0.00144279 0.00074209 0.000663891 0.0018324 0.000566501 0.00111119 0.000387916 -0.000343407 0.000389916 0.000647942 0.000823946 0.000333423 0.00122582 0.00111541 0.00110455 0.000592848 0.000450884 0.000369023 0.000528843 0.000376602 0.00108923 0.00107531 0.00109027
internal_weight=0 2763 2732 547 522 494 468 94 374 354 74 324 80 244 64 44 180 151 68 83 2185 2164 58 358 327 290 243 2122 2088 2059
internal_count=3121 2763 2732 547 522 494 468 94 374 354 74 324 80 244 64 44 180 151 68 83 2185 2164 58 358 327 290 243 2122 2088 2059
is_linear=0
shrinkage=0.0037357


Tree=807
num_leaves=31
num_cat=0
split_feature=4 2 16 11 12 16 2 0 9 40 52 16 3 0 4 15 13 13 16 3 3 12 10 16 149 14 4 15 483 0
split_gain=7.2518 2.33713 3.09577 2.82528 3.91861 4.86457 2.8635 2.96154 3.68447 2.64039 2.58817 2.43549 3.10627 9.09745 3.73313 4.46977 3.31222 2.42051 2.67619 3.3365 2.16922 2.15268 2.64733 2.57996 3.53337 3.49719 3.10763 2.11764 1.87936 2.23004
threshold=0.26790000000000008 0.10060500000000001 -0.45661999999999997 1.0000000180025095e-35 0.09320500000000001 0.062650000000000025 -0.0091949999999999983 -0.07384499999999998 -0.08477999999999998 0.0046150000000000002 0.088785000000000017 0.51222500000000004 -0.10217499999999997 0.062580000000000011 0.024790000000000003 -0.066844999999999988 -0.14179999999999995 -0.069964999999999986 0.24134000000000003 0.097915000000000016 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.4179199999999999 0.077335000000000015 -1.0000000180025095e-35 0.51303500000000013 -0.091964999999999977 -0.070084999999999981 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 10 7 -1 -9 11 -5 12 13 -4 16 27 -14 -18 19 -19 21 -2 -23 24 -24 26 -25 -16 -8 -30
right_child=20 2 9 4 -6 -7 28 8 -10 -11 -12 -13 14 -15 15 -17 17 18 -20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0014127534752034349 0.0013033549803928139 0.0019534736070296295 -0.0019957029652802848 0.0021641000847339373 0.00040535703194450343 0.0037769790011676842 0.0015161569061755409 0.00083552103934148708 -0.0011410783791916093 -0.00065778215840715771 0.00046392809250348242 0.0012737637692580733 0.00019487904067233533 0.0012930344443520211 0.00021594444935116417 -0.0010311315325291183 0.0019509031371874081 0.00096116072932211037 -9.7064756437723268e-05 0.0025917488972063626 -0.00081696411356971016 -0.00085511760183987499 0.00057557549761190897 0.0011125216107158863 0.0023048095661624074 -0.0010719935768983041 -0.00056244902719039102 0.0016873009595837962 0.0010156569987637117 0.0022896487588814451
leaf_weight=26 44 33 24 38 27 20 129 28 29 20 21 119 64 27 45 34 50 137 29 22 20 24 166 44 20 32 27 22 1779 21
leaf_count=26 44 33 24 38 27 20 129 28 29 20 21 119 64 27 45 34 50 137 29 22 20 24 166 44 20 32 27 22 1779 21
internal_value=0 0.0010035 0.000794859 0.00106516 0.00168361 0.00212048 0.00103258 0.000325722 -0.000170117 0.000730383 0.00155895 0.000778835 0.000649107 -0.000254607 0.000763473 0.00011663 0.000979801 0.00119087 0.000988737 0.00118678 0.000428616 0.000498397 0.000385239 0.000488245 0.000761515 -5.23269e-06 0.000475561 0.000699076 0.001063 0.00103052
internal_weight=0 2744 626 2118 106 79 2012 83 57 593 59 573 454 51 403 101 302 238 188 159 377 357 313 289 186 103 71 67 1929 1800
internal_count=3121 2744 626 2118 106 79 2012 83 57 593 59 573 454 51 403 101 302 238 188 159 377 357 313 289 186 103 71 67 1929 1800
is_linear=0
shrinkage=0.00388662


Tree=808
num_leaves=31
num_cat=0
split_feature=4 16 133 2 11 1456 16 3 3 16 4 484 15 2 0 52 3 160 0 1429 13 96 11 16 52 43 52 4 52 12
split_gain=5.95292 3.10462 3.47752 3.2697 2.79891 2.58692 2.61951 8.64479 5.54592 4.15685 3.15321 3.37863 2.61148 2.32939 2.59735 2.46909 5.61625 2.34166 2.3389 3.78086 10.0576 2.32837 2.21957 2.84506 2.15975 2.15576 2.58587 2.14943 2.08268 2.05358
threshold=0.24564500000000003 -0.14771999999999999 -0.11828999999999999 0.097070000000000004 0.080455000000000013 -0.080829999999999985 0.40020000000000006 -0.097174999999999984 -0.13927999999999999 0.24134000000000003 -0.008819999999999998 -0.066844999999999988 -0.076244999999999993 -0.0091949999999999983 -0.07384499999999998 0.11639500000000001 -0.087044999999999983 -0.54913999999999985 -0.026509999999999995 0.084770000000000012 -0.063184999999999977 0.083725000000000008 0.090070000000000025 0.51222500000000004 -1.0000000180025095e-35 0.016310000000000002 0.016565000000000003 -0.0047449999999999992 -0.069804999999999992 -0.029094999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 -5 7 8 -7 10 -9 -12 -8 14 -3 18 -17 -18 19 29 -21 -16 23 -14 -4 -26 -27 -13 -29 -15
right_child=-2 3 24 5 -6 6 12 9 -10 -11 11 27 22 15 21 16 17 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.002468033260950628 0.00036736471627819937 0.0011975449744980144 0.0019852580822742457 0.0015738944293879128 0.0017762077573194074 -2.7197477994845972e-05 0.0020424165679663701 0.00093518128429786974 -0.0023895330315218391 -0.00048092768133124443 -0.0010448211770073866 -0.00054898891128067032 -0.00031584196414111772 0.0016734845469874419 -0.00069993703095285083 -0.001183058167614038 0.0017554267268588609 0.00056154389845138302 0.0016042809602383767 0.00084579352223599703 -0.0019687906528590491 0.00077620864064035513 0.0014664061115412074 0.00082855498473896627 0.0011846551247504606 0.0010508155041256068 -0.00066382360022551026 0.0016287802043321385 0.00042976254805724817 0.00089849889440663205
leaf_weight=24 426 24 25 29 38 29 20 211 20 42 20 20 36 42 35 21 22 177 55 62 20 20 37 92 88 22 20 22 80 1342
leaf_count=24 426 24 25 29 38 29 20 211 20 42 20 20 36 42 35 21 22 177 55 62 20 20 37 92 88 22 20 22 80 1342
internal_value=0 0.000806399 0.00124556 0.000775155 0.000849194 0.000566091 0.000519626 0.000375862 -0.000991416 0.000545474 0.000667596 0.000269986 0.00086466 0.000829839 0.000250221 0.00085614 0.000514402 0.000693531 0.000905569 0.000879356 0.00015931 -0.000163157 0.000721902 0.000506693 0.00105627 0.000877624 0.000234321 0.000485528 0.000688374 0.000922017
internal_weight=0 2695 179 2516 1858 658 629 444 49 395 353 142 185 1820 79 1741 220 199 1521 1466 82 55 165 128 155 130 42 122 102 1384
internal_count=3121 2695 179 2516 1858 658 629 444 49 395 353 142 185 1820 79 1741 220 199 1521 1466 82 55 165 128 155 130 42 122 102 1384
is_linear=0
shrinkage=0.00345121


Tree=809
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 1 4 14 47 2 12 0 47 0 47 50 1 51 11 0 16 49 1 3 2 15
split_gain=1548.24 182.728 172.541 95.6031 93.6602 72.9526 53.6195 49.0442 48.6136 35.4242 29.6247 24.1668 23.815 23.5692 21.5137 17.6145 17.4494 17.0119 16.9564 16.7784 16.7207 14.8824 13.7355 15.3223 12.4444 12.2892 16.2453 11.7688 11.2416 10.3996
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.09253500000000002 0.27834500000000006 0.14285500000000004 0.09141500000000001 0.40945500000000007 -0.16363499999999997 0.12000500000000001 0.033845000000000007 0.076175000000000007 0.090100000000000013 0.11389000000000002 0.13597000000000004 -0.062294999999999996 0.091680000000000011 -0.11173999999999999 0.077555000000000013 0.041865000000000006 0.122715 -0.10056999999999998 0.080455000000000013 -0.063634999999999983 -0.43320999999999993 -0.066019999999999981 0.10089500000000001 0.092670000000000016 0.31358000000000003 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 20 7 11 12 -5 -9 14 17 29 18 22 -14 25 24 21 28 -2 -1 23 -8 -4 26 -10 -23 -7 -3
right_child=1 5 6 8 -6 19 10 9 16 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051040350869116687 0.0042525584484923397 0.001703200799731964 0.0045436153272005331 0.0045183365393288632 0.0019486298295040157 0.00057287328016287478 0.0045939758035584135 0.002247278926605934 0.003625156730384692 0.00073860171402910697 0.0038548470715617949 0.0058097612404756161 0.0037150080350314618 0.0029132817855501364 0.0033515546515012675 0.0020913142787995342 0.0035735561556695665 0.004831615961851542 0.0052947477919957145 0.0015199882911994878 0.0030416109371836529 0.0042433541241416687 0.0051590708854236849 0.0040153005351319191 0.0031860954727678881 0.0020333219068827198 0.0021025792788893932 0.0032564410557676957 -0.00053625133590387293 0.0026224347963987441
leaf_weight=31 83 73 35 31 74 61 505 44 28 88 160 46 34 22 29 20 30 1145 34 26 29 122 65 104 20 71 25 28 24 34
leaf_count=31 83 73 35 31 74 61 505 44 28 88 160 46 34 22 29 20 30 1145 34 26 29 122 65 104 20 71 25 28 24 34
internal_value=0 0.00202114 0.00449071 0.00368938 0.00314714 0.00150274 0.00465105 0.00186181 0.00294978 0.00124149 0.00438802 0.00483322 0.00237039 0.0042667 0.00450937 0.00311364 0.00263404 0.00479579 0.00440519 0.000554909 0.00393901 0.00423809 0.00455918 0.00449515 0.00404997 0.00240673 0.00290696 0.00405913 0.000259709 0.00199529
internal_weight=0 590 2531 422 186 404 2109 293 185 132 863 1246 161 237 703 54 154 1200 215 111 112 181 674 609 55 124 53 150 85 107
internal_count=3121 590 2531 422 186 404 2109 293 185 132 863 1246 161 237 703 54 154 1200 215 111 112 181 674 609 55 124 53 150 85 107
is_linear=0
shrinkage=0.00137286


Tree=810
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1375 14 4 39 3 15 38 1 0 49 15 1 1 0 149 3 16 1446 12 52 13 0 1 4 51 1419
split_gain=8.30279 2.45013 2.59373 2.70234 2.80722 2.52013 2.28004 3.01157 2.22437 2.18343 2.09915 1.92324 1.82894 3.52737 2.96698 4.18605 2.13772 1.79504 1.72251 4.26333 2.15646 4.93212 2.87232 2.49805 2.97426 3.38908 5.40791 3.09264 2.47331 3.44136
threshold=0.11846000000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.096099999999999977 0.081185000000000021 -0.17966999999999997 0.085425000000000015 0.092670000000000016 0.035560000000000008 1.0000000180025095e-35 0.16773500000000005 -0.17169499999999996 -1.0000000180025095e-35 -0.042209999999999991 0.087865000000000013 0.10538500000000002 -0.14723999999999998 0.079625000000000015 -0.085784999999999986 0.0057500000000000008 0.087090000000000015 0.085325000000000012 -0.13993999999999998 0.0049450000000000006 -0.097274999999999986 0.089875000000000024 0.052250000000000012 -0.17083999999999996 0.082370000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 10 12 -2 13 -8 17 -16 -17 -14 20 -20 23 22 -22 -4 25 26 27 -25 -24 -30
right_child=11 -3 18 -5 5 -7 9 -9 -10 -11 -12 -13 14 -15 15 16 -18 -19 19 -21 21 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00036679649462838075 0.00045148160754111398 0.002060247874183972 0.0018388638149553055 -0.00047551099709333992 0.0025919870729852351 0.002028098685937214 0.00052466336962029008 2.7881287329919558e-05 0.0012081552927051408 0.0019008262994943245 0.0015710292488396017 -0.0006875705193607909 -0.00014398262422355912 0.0023165758956564084 -0.0017965489654448693 0.0010725947572993405 -0.00061416295370194675 0.00079763820184641375 0.0030744169575320909 0.00061623720155730758 0.0018829593499251009 -0.00068716401944148833 0.0012901632521112444 0.001640657503525439 0.00064303371784050025 0.0012025599798301482 -0.00063939689964687227 0.00046755575099253019 0.00047553803143930587 0.001535936980798834
leaf_weight=28 335 31 63 25 26 26 58 20 48 20 30 23 37 22 20 24 20 143 20 21 40 30 118 59 210 1185 38 73 275 53
leaf_count=28 335 31 63 25 26 26 58 20 48 20 30 23 37 22 20 24 20 143 20 21 40 30 118 59 210 1185 38 73 275 53
internal_value=0 0.000995037 0.00098295 0.000748297 0.000806909 0.000873435 0.000809287 0.0013398 0.00169437 0.000675951 0.000606748 0.000378302 0.000517463 0.00101744 0.000353537 -0.000351124 0.000305887 0.000604083 0.00104169 0.00181535 0.0010269 0.000812249 0.000904805 0.00109493 0.00106499 0.00113038 0.000627255 0.000991897 0.000817078 0.000646883
internal_weight=0 2763 2732 547 522 494 468 94 74 374 354 358 324 80 244 64 44 180 2185 41 2144 516 486 1628 1565 1355 170 132 446 328
internal_count=3121 2763 2732 547 522 494 468 94 74 374 354 358 324 80 244 64 44 180 2185 41 2144 516 486 1628 1565 1355 170 132 446 328
is_linear=0
shrinkage=0.00381041


Tree=811
num_leaves=31
num_cat=0
split_feature=1 45 2 43 12 43 455 457 484 33 10 13 13 158 11 52 52 0 1424 0 51 51 3 4 1186 130 1446 484 1447 43
split_gain=6.72526 1.99309 2.0757 2.31078 3.81987 2.22951 1.86417 2.04829 1.85837 1.71814 2.01139 1.77837 2.24205 2.01479 2.24125 2.14221 3.13101 2.42119 2.03707 2.03376 1.76735 4.20985 3.43065 1.90377 3.43895 3.28427 2.8058 3.60115 2.59633 2.58495
threshold=0.11846000000000002 0.084355000000000013 0.10803500000000001 -0.084999999999999978 0.087505000000000013 -0.081674999999999984 0.093105000000000007 0.26807500000000006 -0.064309999999999992 0.083840000000000012 -1.0000000180025095e-35 -0.42195999999999995 -0.15714499999999998 0.085900000000000018 0.096500000000000016 0.11639500000000001 -0.0015799999999999998 -0.09515499999999999 1.0000000180025095e-35 0.13134000000000004 -0.090529999999999985 -0.087719999999999979 -0.094874999999999987 -0.082249999999999976 0.085175000000000015 -0.037219999999999996 0.08376500000000002 -1.0000000180025095e-35 -0.084114999999999981 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 7 9 -7 10 -1 -12 -13 14 18 16 17 -15 19 20 22 -22 -14 26 25 -25 27 -23 -28 -29
right_child=-2 -3 3 5 -6 8 -8 -9 -10 -11 11 12 13 15 -16 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 28 29 -30 -31
leaf_value=9.3038236658634054e-05 0.00030232943680071642 0.0017660175238334128 -0.0010181755107859726 0.0017801932196498335 0.00060436412574561013 -8.7514909433460901e-05 0.0018306178446201033 -0.00026016431467384629 0.0007061198005551563 0.0017279095370551023 0.0018362911709428257 -0.00027749226923884233 -0.00054424716796810317 0.0018071859780347907 -0.00032622441302472484 0.00023414134927163201 0.0019259031051395178 0.00067325676699412013 0.0018359921497130677 0.0016897395878606005 0.0022562635962239917 0.0024400898314976766 0.00069437556076687001 0.0017226661831777367 -0.00053676342604157593 0.0007249197195845781 -0.00068427854778672751 0.0011509780995221871 0.00099822487612495495 0.00048458028501317433
leaf_weight=43 358 24 26 20 46 38 21 20 304 24 20 21 32 29 20 25 59 84 22 29 23 21 128 39 24 1197 21 296 21 86
leaf_count=43 358 24 26 20 46 38 21 20 304 24 20 21 32 29 20 25 59 84 22 29 23 21 128 39 24 1197 21 296 21 86
internal_value=0 0.000795208 0.000786702 0.000572044 1.8447e-05 0.000682151 0.000827119 0.000817892 0.000617938 0.000827416 0.000817768 0.000831952 0.000822725 0.000833442 0.000800642 0.00115961 0.00129413 0.000964265 0.000812265 0.000800516 0.000786858 0.000818358 0.000446651 0.000798961 0.00073177 0.000756402 0.000989209 0.00107594 0.000156973 0.00100095
internal_weight=0 2763 2739 434 72 362 2305 2284 342 2264 2240 2197 2177 2156 1959 197 172 113 1939 1917 1888 1728 160 1705 1260 1236 445 403 42 382
internal_count=3121 2763 2739 434 72 362 2305 2284 342 2264 2240 2197 2177 2156 1959 197 172 113 1939 1917 1888 1728 160 1705 1260 1236 445 403 42 382
is_linear=0
shrinkage=0.00338353


Tree=812
num_leaves=31
num_cat=0
split_feature=3 96 2 132 146 152 3 39 40 39 13 147 48 47 2 1419 3 42 128 15 11 483 16 403 1 151 39 131 0 160
split_gain=5.74661 4.12542 2.74727 2.46258 2.14797 2.1071 1.99248 1.75864 1.95299 3.25609 2.20233 1.66193 2.07035 1.63586 2.48534 1.85275 2.08294 1.84835 2.09822 1.87017 3.16679 2.51818 2.41735 2.05312 5.01157 2.09757 2.82736 3.37322 2.16041 2.31996
threshold=0.31370500000000007 0.087655000000000025 0.13404500000000005 0.10613500000000002 0.085195000000000007 0.093230000000000021 0.42240500000000009 -1.0000000180025095e-35 -0.08440499999999998 0.089650000000000021 -0.0093149999999999986 0.08598500000000002 -0.0046349999999999994 0.11227500000000001 0.12844500000000003 1.0000000180025095e-35 -0.082334999999999978 -0.093284999999999993 0.10670500000000001 0.083195000000000005 0.076920000000000002 0.11194500000000002 -0.085589999999999986 -0.081224999999999992 0.080270000000000022 -0.083274999999999988 0.096625000000000016 0.095205000000000026 -0.082009999999999986 0.060610000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 -2 -1 9 10 -9 12 -10 14 15 17 -17 -14 19 21 22 23 -21 24 -19 28 27 -27 29 -25
right_child=3 -3 -4 -5 -6 -7 -8 8 11 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0017593420604511143 -9.5957045864369448e-05 -0.00080843512979447653 0.00035387490619686777 0.0009623980818067846 0.0020764293827790327 -0.00038494561690079925 -0.0015400719559222537 0.00043420638631041939 0.0019532274805809293 0.0013811241922941976 -0.0013751193091729914 0.00037086589086623826 0.0012314926922732696 0.00038807764752470353 0.0022910361684699287 0.0019832821649519569 0.00084417175874196759 0.00068280606600702341 -0.00028641787149202348 0.0012684708738384004 0.0023778985296044833 0.0017944039776382017 0.00080461677826800025 0.0006502751764248132 -0.0012229636210805601 0.00067479455481243107 -0.00078614258022538074 0.0023566864507924101 0.0019976259398689173 0.0018131372461157498
leaf_weight=36 61 25 178 26 24 22 21 22 30 24 22 102 210 104 21 53 52 91 27 264 26 36 604 116 30 777 21 20 39 37
leaf_count=36 61 25 178 26 24 22 21 22 30 24 22 102 210 104 21 53 52 91 27 264 26 36 604 116 30 777 21 20 39 37
internal_value=0 0.000827354 0.00084104 -0.000121968 0.000871899 0.000861523 -0.000465791 0.000871444 0.000859727 0.000183043 -0.000470456 0.000877026 0.000897209 0.000884677 0.000905983 0.000893879 0.00141915 0.000869879 0.000833509 0.000848181 0.000987349 0.000741569 0.000945697 0.000708057 0.000210301 0.000767689 0.000678411 0.000717 0.00114805 0.00093149
internal_weight=0 3013 2988 108 2810 2786 82 2764 2728 68 44 2660 2558 2528 2424 2403 105 2298 2088 2061 894 1167 868 1131 121 1010 818 797 192 153
internal_count=3121 3013 2988 108 2810 2786 82 2764 2728 68 44 2660 2558 2528 2424 2403 105 2298 2088 2061 894 1167 868 1131 121 1010 818 797 192 153
is_linear=0
shrinkage=0.00404364


Tree=813
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 4 12 43 2 2 4 11 52 49 1 4 3 1 47 1 2 3 16 0 14 16 3 124 4
split_gain=1401.23 161.61 145.974 89.2914 84.8966 65.334 49.5851 48.6479 47.8152 31.7836 27.3934 25.8854 20.8649 19.4075 18.0413 17.9265 17.5836 17.1648 15.901 15.5072 14.9634 14.863 17.2546 12.2789 11.2349 11.1361 11.9654 13.9571 10.9877 9.15829
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 -0.16363499999999997 0.092550000000000007 -0.025214999999999998 0.11177500000000001 0.11389000000000002 0.053180000000000012 1.0000000180025095e-35 0.056145000000000007 -0.012034999999999999 0.086105000000000015 -0.011209999999999999 -0.065819999999999976 0.10089500000000001 0.077555000000000013 0.12205500000000001 0.089005000000000015 -0.10217499999999997 -0.008904999999999998 -0.050064999999999991 0.062655000000000016 0.10994000000000002 0.090900000000000009 -0.072314999999999977 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 14 8 -5 12 20 -10 19 17 21 -7 -2 -14 -11 -9 28 25 -3 -4 -23 -18 -19 26 27 29 -8 -1
right_child=1 5 7 6 -6 13 18 11 9 16 -12 -13 15 -15 -16 -17 23 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027490843768515107 0.0021699125081330491 0.001384989920445115 0.0040341641935273658 0.0038576583646640007 0.0015239337801685484 -0.00019353240505543248 0.0020386774089823203 0.0038007013868951809 0.0028965108430120492 0.0025896290596619282 0.00225066340534164 0.0030880846130490391 0.0049342795776931266 0.001009093056474673 0.003472957134872676 0.0037413962987554224 0.0016343672164513016 0.0035458538674488483 0.001772577268579951 0.0044916345293680316 0.0006233527923859279 0.0026037947031984608 0.0037980388191570912 0.00060895299900364658 0.0026845805123137004 0.0044384778763879819 0.0040626851213220851 0.002493195039454223 0.0030135691354363126 0.0036988096849033714
leaf_weight=20 20 71 963 31 74 59 33 517 39 22 22 125 64 32 92 28 65 67 85 33 91 20 289 25 36 20 38 28 39 73
leaf_count=20 20 71 963 31 74 59 33 517 39 22 22 125 64 32 92 28 65 67 85 33 91 20 289 25 36 20 38 28 39 73
internal_value=0 0.00159832 0.00372624 0.00305866 0.00255743 0.00115675 0.00242054 0.00385982 0.00142637 0.00192976 0.00357134 0.00360428 0.00399939 0.000229369 0.00324027 0.00457123 0.00159312 0.00370835 0.00213678 0.0037084 0.000957157 0.00395803 0.00372074 0.00134953 0.00324483 0.003564 0.003454 0.00326285 0.00256674 0.00349457
internal_weight=0 590 2531 422 186 404 188 2109 313 151 234 745 1364 91 112 92 112 620 157 212 162 1272 309 90 103 179 159 121 72 93
internal_count=3121 590 2531 422 186 404 188 2109 313 151 234 745 1364 91 112 92 112 620 157 212 162 1272 309 90 103 179 159 121 72 93
is_linear=0
shrinkage=0.00124344


Tree=814
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 2 2 11 2 3 2 12 15 43 159 0 16 4 159 3 15 47 0 12 12 50
split_gain=1033.59 172.961 99.776 85.0374 56.8346 53.659 44.9295 40.7086 31.7499 38.6008 30.9741 30.7666 28.9026 14.2198 14.1885 13.565 12.2986 11.3799 10.2973 11.0602 10.132 13.4768 15.8068 11.6662 10.0948 9.54867 9.42196 8.98455 8.4227 8.03326
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13247500000000004 0.09253500000000002 0.42051500000000003 0.14285500000000004 0.11474000000000002 1.0000000180025095e-35 0.089885000000000007 -0.11171999999999999 0.094835000000000017 0.09320500000000001 -0.41396999999999995 -0.016814999999999997 0.0089800000000000019 -0.13027499999999997 0.0057500000000000008 -0.16363499999999997 0.088800000000000004 0.090900000000000009 -0.059484999999999989 0.090100000000000013 -0.23091999999999999 0.10061500000000002 0.096395000000000022 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 25 6 11 14 9 -4 27 12 20 17 -1 -13 -10 -14 19 -15 23 -22 -23 -5 -16 26 -3 -6 -21 -11
right_child=1 2 8 5 10 -7 -8 -9 16 29 -12 15 13 18 24 -17 -18 -19 -20 28 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0046422504652335267 0.0042270161712830833 0.0028362146521146016 0.0026108173989607144 0.0044221563846924862 0.0042283484514438596 0.0020880407214732303 0.0028901616198243711 0.0024423384984368361 0.001313637316975075 0.0007782505152379122 0.0020875077210466141 0.0051990887669677594 0.0040399832705531567 0.0033516814336974842 0.0039558253593366365 0.0043437899503336692 0.00039797704352902407 0.0028251306287289391 0.0044611558430573111 0.00420341986719917 0.0049276902621189795 0.0040808673749564827 0.0028507572998994479 0.0034296695749446863 0.0027704642201422606 0.0028924961809223392 0.0020108065625411764 0.0033493355655446486 0.0038748593708033728 0.0018265966355610222
leaf_weight=26 76 28 76 1146 41 20 41 67 113 35 24 88 25 40 29 51 33 29 110 334 25 105 22 21 22 33 172 40 229 20
leaf_count=26 76 28 76 1146 41 20 41 67 113 35 24 88 25 40 29 51 33 29 110 334 25 105 22 21 22 33 172 40 229 20
internal_value=0 0.00234903 0.00211696 0.004178 0.00259811 0.00423995 0.00425895 0.00319447 0.00152985 0.00200147 0.00340415 0.00428417 0.00424411 0.00404043 0.00384893 0.00488527 0.00110667 0.00338756 0.00408987 0.00402214 0.00436256 0.00404211 0.00386778 0.0044043 0.00344449 0.00223487 0.00212636 0.00379427 0.00406978 0.00115947
internal_weight=0 691 615 2430 338 2286 2266 144 277 131 105 2225 2086 767 77 139 146 54 713 603 1319 152 127 1167 51 233 200 81 563 55
internal_count=3121 691 615 2430 338 2286 2266 144 277 131 105 2225 2086 767 77 139 146 54 713 603 1319 152 127 1167 51 233 200 81 563 55
is_linear=0
shrinkage=0.00131955


Tree=815
num_leaves=31
num_cat=0
split_feature=4 2 3 2 484 160 52 16 160 150 13 11 123 49 12 15 3 40 457 133 49 1211 403 13 400 3 42 158 1454 1444
split_gain=10.1817 3.2971 2.57006 2.20683 2.54171 3.24489 1.98729 2.3464 2.22559 1.84611 1.90288 2.26532 2.28589 2.28425 1.79901 2.00383 1.78211 1.96292 1.73476 1.8643 2.51964 2.14953 1.82447 1.8238 2.86291 2.04635 1.72157 1.83889 3.01253 2.98459
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.096415000000000015 -0.23686999999999997 -0.07167999999999998 -0.014754999999999999 0.085045000000000023 0.12026500000000001 1.0000000180025095e-35 0.081005000000000008 0.091810000000000017 -0.023059999999999997 -0.010834999999999999 -0.14601999999999996 -0.0037349999999999996 -1.0000000180025095e-35 0.29113500000000009 0.11524500000000001 0.11707000000000002 0.11789500000000001 -0.23323999999999998 -0.051094999999999995 -0.076444999999999985 -0.080634999999999984 0.11551500000000002 0.085900000000000018 0.088250000000000009 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 -2 -7 8 9 10 11 12 13 -8 15 -1 17 -17 19 21 23 22 -16 25 -25 -21 27 29 -29 -24
right_child=3 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 18 16 -18 -19 -20 20 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=0.0020382520256467741 0.0020583797014029708 -0.0001080834821402123 0.00037705061006415992 -0.00074147365460821755 -0.00066341933211784402 -0.00057859530387097862 -0.0012312963240908108 0.0015737008593979796 0.0016282388734147465 0.0013336294951891484 -0.00083083484325887464 0.0015530514252995952 0.0012786160265603722 0.00020694799340450123 0.0022776653283952367 0.00072560641319553828 0.0014784757201092827 -0.00050720546077819668 0.00016918611029310225 -0.00011233189156529757 -0.00039197603054812202 0.0023987298435709705 -0.00032207574670383723 -5.6355500944337205e-05 0.0014965437492078025 0.00099778494046224393 0.0004036265693742664 0.0018120041586976131 0.00019263809722415347 0.0012488906303032615
leaf_weight=21 24 33 64 24 27 25 23 36 24 26 26 22 24 84 29 136 41 25 25 37 21 28 20 22 165 102 38 178 21 1750
leaf_count=21 24 33 64 24 27 25 23 36 24 26 26 22 24 84 29 136 41 25 25 37 21 28 20 22 165 102 38 178 21 1750
internal_value=0 0.00116239 0.00117779 0.000443698 0.000527112 0.000629483 0.000511229 0.000614043 0.00046318 0.000326782 0.000180536 0.000352403 0.000150768 -0.000102207 0.00119706 0.000849431 0.000725841 0.000534176 0.00122888 0.00123987 0.000965637 0.00128598 0.00127067 0.00105309 0.00131385 0.000702286 0.00125612 0.00127257 0.00164112 0.00123114
internal_weight=0 2756 2723 365 341 314 290 265 229 205 179 153 131 107 2659 223 202 161 2436 2411 347 2064 2036 326 187 139 2007 1969 199 1770
internal_count=3121 2756 2723 365 341 314 290 265 229 205 179 153 131 107 2659 223 202 161 2436 2411 347 2064 2036 326 187 139 2007 1969 199 1770
is_linear=0
shrinkage=0.00404364


Tree=816
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 4 2 47 2 14 2 2 4 12 0 47 2 13 14 3 16 131 2 0 1 2 4 3 43
split_gain=926.268 111.392 107.794 72.8034 61.2605 40.394 39.0781 34.3688 31.8393 29.6317 26.539 21.6102 17.4359 17.8645 15.1727 13.6926 13.3074 12.4799 12.2298 10.9755 10.8044 10.5186 10.3263 12.1597 10.1745 10.0655 29.3992 10.8576 9.31136 8.94849
threshold=0.10752500000000002 -0.42635499999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 1.0000000180025095e-35 -0.16363499999999997 0.09580000000000001 0.13082500000000002 -1.0000000180025095e-35 0.076975000000000002 0.11389000000000002 0.14285500000000004 0.27834500000000006 0.11734000000000001 -0.067094999999999988 0.077555000000000013 0.10252500000000002 -1.0000000180025095e-35 0.062655000000000016 -0.015584999999999998 0.10994000000000002 0.082750000000000004 0.31358000000000003 -0.060129999999999996 0.077845000000000011 0.084145000000000011 0.0067750000000000006 -0.010424999999999999 -0.083269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 9 -6 10 12 20 25 16 13 -5 -9 17 19 18 -8 21 -3 -1 23 -14 -10 -4 27 -27 -15 -7
right_child=1 3 7 8 6 29 15 14 24 -11 -12 -13 22 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0034595793423367266 0.0040712246477926615 0.0029825270023730111 0.0041598490164717634 0.0023857731127093344 0.0040951011150729645 0.0014463669386822055 0.0025654069688324272 0.0038364541969033938 0.003226026355438351 0.0037655189892711756 0.0050156167871933952 0.0025695766816460114 0.0010448584468085449 0.0018738372311491404 0.003219931511708051 0.0017328775200058731 0.0046302888344853669 0.0023547895961361863 0.0037302101941750496 0.0046392916616734801 0.0016959601436620625 0.0042245059844772045 0.0017753522959175307 -9.9493277350597259e-05 0.0019620208978122413 0.0040755418435176266 0.0024704215910411392 0.003424027465232413 0.0010812432011541345 0.00223134174987335
leaf_weight=121 45 21 1110 39 31 28 29 414 20 53 52 22 59 38 76 28 33 71 29 20 21 38 20 20 21 390 21 46 64 141
leaf_count=121 45 21 1110 39 31 28 29 414 20 53 52 22 59 38 76 28 33 71 29 20 21 38 20 20 21 390 21 46 64 141
internal_value=0 0.00215336 0.00391805 0.001995 0.00333291 0.00247325 0.00279379 0.00403513 0.00154568 0.00313496 0.00412421 0.00376605 0.00136923 0.00165568 0.00374083 0.00253684 0.00389022 0.00271134 0.00314781 0.00375378 0.00233924 0.00364239 0.000961251 0.000755149 0.00257861 0.00409463 0.0039362 0.0040068 0.00137652 0.00210129
internal_weight=0 590 2531 545 422 264 188 2109 281 95 1619 234 240 141 490 157 212 129 58 179 42 159 99 79 41 1567 457 436 102 169
internal_count=3121 590 2531 545 422 264 188 2109 281 95 1619 234 240 141 490 157 212 129 58 179 42 159 99 79 41 1567 457 436 102 169
is_linear=0
shrinkage=0.00126831


Tree=817
num_leaves=31
num_cat=0
split_feature=1 124 33 40 4 15 13 457 1 123 4 12 13 0 16 12 42 1 159 402 402 0 4 52 1 43 4 49 3 1186
split_gain=11.3967 3.19458 2.47828 2.19514 2.44348 2.37396 2.10964 2.03408 1.89362 2.36432 2.4062 2.47379 2.48259 2.34365 1.97434 1.75677 2.19867 2.36767 2.29292 1.71212 2.65867 2.07453 2.28713 2.73673 2.21746 2.04863 2.63181 2.33105 2.1416 2.03977
threshold=0.11846000000000002 -0.076779999999999987 0.082285000000000011 0.051255000000000002 0.36766000000000004 -0.47006499999999996 0.40528500000000006 0.29113500000000009 0.14860500000000001 0.11679000000000002 -0.033174999999999989 -0.10022999999999999 -0.14819499999999997 -0.010949999999999998 -0.25582999999999995 0.11351500000000002 0.082810000000000009 0.12577000000000002 0.10323000000000002 0.089785000000000018 0.10126500000000001 -0.14920999999999998 0.0082450000000000006 0.039215000000000007 0.081670000000000006 -0.51144999999999985 -0.51843499999999987 -0.18481499999999998 -0.045649999999999989 0.081240000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 19 9 10 -2 -12 -13 14 -10 16 17 -14 -18 21 -21 22 24 -24 -3 -23 28 -28 -27 -29
right_child=8 2 -4 -5 5 -7 -8 -9 13 -11 11 12 15 -15 -16 -17 18 -19 -20 20 -22 25 23 -25 -26 26 27 29 -30 -31
leaf_value=0.00050535648002717642 0.001213750365709345 0.001736151305351279 0.0019136709368906837 -2.7617509649293156e-05 0.0013503792408142438 0.00023309321330772337 0.0018764184693494689 0.00014945559797037176 -0.00035609470157147593 -0.00045693572595452772 0.0011107999603993386 -0.00040654220441902514 -0.00090257129537431172 -0.00088762590976107232 0.00086554424826246169 0.0011938991385480515 0.00031028664694772294 0.00029659471888594715 0.0015071868659881631 0.0017718854753515335 0.0010226850405771408 3.578629910594146e-06 0.0026132257630390337 0.0012242417385199785 0.00068165422702335873 0.0023345353025137788 -8.4380979058964925e-05 0.00091617060008598286 0.0010027432731159118 0.00024403234381104234
leaf_weight=164 38 24 22 21 21 77 21 28 22 23 37 37 20 22 24 23 41 50 21 52 196 22 20 32 62 20 21 1898 22 40
leaf_count=164 38 24 22 21 21 77 21 28 22 23 37 37 20 22 24 23 41 50 21 52 196 22 20 32 62 20 21 1898 22 40
internal_value=0 0.000904075 0.000929235 0.000920831 0.000928623 0.000472512 0.000946808 0.000938798 0.00034551 0.000449246 0.000527306 0.000413398 0.000279003 -9.6894e-05 0.000281282 0.000442649 0.00031175 -4.60241e-05 0.000715688 0.000947972 0.00117978 0.00092137 0.0012708 0.00175847 0.000975932 0.000897534 0.000907362 0.000891721 0.00163693 0.000902298
internal_weight=0 2763 2599 2577 2556 98 2458 2437 358 290 267 229 192 68 46 155 132 70 62 2409 248 2161 138 52 86 2023 2001 1959 42 1938
internal_count=3121 2763 2599 2577 2556 98 2458 2437 358 290 267 229 192 68 46 155 132 70 62 2409 248 2161 138 52 86 2023 2001 1959 42 1938
is_linear=0
shrinkage=0.00294557


Tree=818
num_leaves=31
num_cat=0
split_feature=1 2 0 34 2 12 2 31 48 2 0 48 50 156 1 4 11 4 0 2 4 50 43 16 147 0 483 160 156 12
split_gain=9.23135 2.70737 2.39596 1.82232 2.96786 2.83809 2.89721 2.04124 1.81814 1.81116 1.77266 3.34079 3.00699 4.14519 2.94762 2.53399 4.53602 3.37522 2.45816 2.18891 2.28417 2.24939 2.55925 2.54425 2.46962 2.09081 1.94928 2.53978 2.1649 2.13667
threshold=0.11846000000000002 0.10672500000000001 0.14486500000000005 -0.010024999999999997 0.116525 -0.42850999999999995 0.31358000000000003 -0.077289999999999984 0.12737000000000001 -0.18970999999999996 -0.076579999999999995 -0.09386499999999999 0.089465000000000017 0.089950000000000016 0.096325000000000008 -0.17966999999999997 0.079300000000000009 -0.10429499999999998 -0.085034999999999986 0.10005000000000001 0.024790000000000003 0.10917 -0.085254999999999984 -0.059624999999999991 0.087210000000000024 -0.050064999999999991 -0.041389999999999989 0.10285000000000001 0.091015000000000013 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 8 7 9 -6 -7 -2 -3 -5 11 -1 13 15 19 16 -12 -17 -16 21 -21 24 -23 -24 26 -19 -13 28 29 -28
right_child=3 2 -4 4 5 6 -8 -9 -10 -11 12 14 -14 -15 18 17 -18 25 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00317823580418756 0.00053509013955340605 0.0010571422869134395 -0.00058424248691379586 0.00017509205729443922 0.0019102412061231565 0.0003510398388120401 -0.0013078443021796947 -0.0012200383442251782 -0.0002581361593224038 0.0016166179749673988 0.0018864400466336868 0.0020886774419813844 0.0017336970648321784 0.0018350288441104077 0.00035024342304852918 -0.0012765810812774673 -0.00049152184668031871 0.00076875117354027007 0.0018299248211842859 0.003322925667188348 0.0015934225006446459 0.001860299993635603 0.00086933262858473873 -0.00077267794687774585 0.00030253612948599469 -0.00051869324451611122 0.0014073198890666087 0.00024551366746082613 0.0006384724715040763 0.0019976747034715398
leaf_weight=20 28 438 20 23 20 167 24 25 22 71 67 87 106 75 98 21 21 189 29 23 45 33 68 26 39 29 1067 37 65 138
leaf_count=20 28 438 20 23 20 167 24 25 22 71 67 87 106 75 98 21 21 189 29 23 45 33 68 26 39 29 1067 37 65 138
internal_value=0 0.00123325 0.000928468 0.000471309 0.000604089 0.000310143 0.000142594 -0.000292801 0.000994238 0.0012639 0.00129733 0.00136388 0.00106479 0.000888409 0.00134321 0.000671294 0.00131897 0.000432819 0.000688123 0.00139431 0.0021784 0.00136013 0.000790668 0.000415159 0.0014106 0.000597486 0.0014416 0.00139853 0.00143212 0.00147493
internal_weight=0 2763 480 358 305 211 191 53 460 94 2283 1775 508 402 1755 327 88 239 127 1628 68 1560 127 94 1433 218 1394 1307 1270 1205
internal_count=3121 2763 480 358 305 211 191 53 460 94 2283 1775 508 402 1755 327 88 239 127 1628 68 1560 127 94 1433 218 1394 1307 1270 1205
is_linear=0
shrinkage=0.0044645


Tree=819
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 47 11 2 4 2 4 2 131 15 4 11 47 1 4 3 457 13 1 2 49 160 15
split_gain=949.33 158.913 87.9026 80.038 61.677 54.724 38.0866 37.6359 32.8198 27.1397 29.0587 25.1351 19.0583 18.4602 14.1634 10.6942 12.0643 12.301 10.5317 9.7126 9.1849 21.9371 8.77562 9.44308 12.4511 8.44178 14.4277 7.98398 7.32568 7.11087
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.13082500000000002 1.0000000180025095e-35 0.091265000000000013 0.40473500000000007 0.14285500000000004 0.42051500000000003 0.094835000000000017 0.082750000000000004 -0.41942499999999994 0.015030000000000002 0.078340000000000007 0.090100000000000013 0.089770000000000016 -0.013125 1.0000000180025095e-35 0.094310000000000019 -1.0000000180025095e-35 0.086920000000000011 0.087675000000000017 0.088340000000000016 -0.067824999999999983 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 19 7 14 9 12 10 25 -6 13 -4 -1 16 -14 -18 -11 22 -12 -22 -3 24 -24 -5 -27 -16 -15 -20
right_child=1 2 8 5 11 -7 -8 -9 -10 18 20 -13 15 28 27 -17 17 -19 29 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0043902254497808595 0.0039743498405637387 0.0016814211142430829 0.0021942009946717884 0.0041575806619580076 0.0036649014061644037 0.0018563760765031813 0.0022792878201073519 0.002729107223108743 0.0025853029529158476 0.0052597923163291713 0.0038109292268787127 0.0023072575947445306 0.0012911558445761579 0.0018717215676903938 0.002652231145752275 0.0016863203806122878 0.00091019299109429679 -0.00037417263404116314 0.0041621669279605393 0.0027196162503791304 0.0039340518030717506 0.0021849096342742977 0.0020527192305007029 0.0015723101650674258 0.0031639596000197787 0.0039980159971871009 0.0029636206586358036 0.0036809058119153274 0.0010113295290187306 0.0048647347551796366
leaf_weight=26 76 100 52 1021 74 20 67 38 37 30 616 33 29 22 23 20 24 26 73 32 30 20 45 27 27 378 24 28 67 36
leaf_count=26 76 100 52 1021 74 20 67 38 37 30 616 33 29 22 23 20 24 26 73 32 30 20 45 27 27 378 24 28 67 36
internal_value=0 0.00220954 0.00199145 0.003928 0.00243421 0.00398693 0.00299253 0.00400573 0.00145118 0.00402751 0.00399067 0.00324619 0.00127634 0.00158181 0.00361315 0.000841273 0.000627338 0.000242323 0.00458102 0.0020581 0.00376765 0.00323439 0.00195173 0.00222476 0.00246943 0.00409506 0.00393626 0.00321699 0.00122401 0.00439421
internal_weight=0 691 615 2430 338 2286 144 2266 277 2228 2089 107 240 141 77 99 79 50 139 231 666 50 199 99 72 1423 402 51 89 109
internal_count=3121 691 615 2430 338 2286 144 2266 277 2228 2089 107 240 141 77 99 79 50 139 231 666 50 199 99 72 1423 402 51 89 109
is_linear=0
shrinkage=0.00129368


Tree=820
num_leaves=31
num_cat=0
split_feature=1 12 15 132 4 38 15 3 52 4 16 484 133 1 47 401 52 14 12 12 16 12 480 480 2 43 474 1 2 13
split_gain=10.21 3.15922 2.28574 2.3504 2.5246 2.83443 2.43938 5.34198 2.35826 2.10042 1.90034 2.17501 2.06506 1.88718 1.87183 2.38614 1.79909 4.08008 2.78593 3.72619 1.76224 1.74025 1.77069 1.82567 2.02953 3.80767 2.63351 3.33942 12.7105 2.33847
threshold=0.11846000000000002 0.051320000000000005 0.013270000000000002 0.092880000000000004 -0.17966999999999997 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016 -0.089199999999999988 -0.065794999999999979 -0.54656499999999986 -0.068929999999999977 0.087495000000000003 0.16773500000000005 0.085505000000000012 0.085900000000000018 -0.065544999999999978 -0.10708499999999999 0.11734000000000001 -0.082514999999999991 0.10246000000000001 0.099815000000000015 -0.095389999999999989 -0.080264999999999989 0.084055000000000005 0.07827000000000002 0.085515000000000022 0.077845000000000011 0.09167500000000002 -0.086589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 9 -6 -8 -10 -12 -13 14 15 16 -2 -18 19 -19 -4 22 -3 -24 25 -25 27 -26 -29 -28
right_child=13 21 20 -5 5 -7 7 -9 10 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 26 -27 29 28 -30 -31
leaf_value=0.0015565294596542067 -0.00017491065899575433 0.00016802412085732303 0.002079420240788275 -0.00047169755723417995 0.0016159561086632464 0.0018541889039642371 -0.00024737206590638163 -0.0017064729179384595 0.0017777138524260301 0.0014279656298133428 0.0017893903127483358 0.00059064252741172915 -0.00053598160796600614 -0.0006262664866185767 0.00096998764980771735 -0.00094896856465718051 0.0020668819265659295 0.0010852038946687643 0.0017280102388200123 -0.00036070887411407252 0.00072927564495027487 0.00097173872928589641 0.0022281456823094637 0.0013722824119134236 0.0011832100230014461 0.0026963420871217096 0.002805508066972382 -0.0020306066716417577 0.0011808315775398022 0.0014476818318140969
leaf_weight=67 52 22 40 21 45 32 20 20 21 26 20 201 28 23 100 20 26 42 20 75 23 370 30 524 992 35 24 24 83 95
leaf_count=67 52 22 40 21 45 32 20 20 21 26 20 201 28 23 100 20 26 42 20 75 23 370 30 524 992 35 24 24 83 95
internal_value=0 0.00114827 0.000888769 0.000801029 0.000856711 0.000743181 0.000649868 -2.95423e-05 0.000792221 0.000699558 0.000654931 0.000560239 0.000452889 0.000450683 0.000524623 0.000335106 0.000454554 0.000655365 0.000387486 0.000158337 0.00158651 0.00121483 0.00126401 0.00127735 0.0012613 0.00145518 0.00117232 0.00111285 0.000460509 0.00172153
internal_weight=0 2763 564 501 480 413 381 66 315 46 270 249 229 358 335 235 215 163 137 117 63 2199 1829 1807 1777 559 1218 1099 107 119
internal_count=3121 2763 564 501 480 413 381 66 315 46 270 249 229 358 335 235 215 163 137 117 63 2199 1829 1807 1777 559 1218 1099 107 119
is_linear=0
shrinkage=0.00388662


Tree=821
num_leaves=31
num_cat=0
split_feature=4 2 3 2 482 131 2 48 30 13 448 42 16 133 0 3 3 47 13 12 0 393 11 12 13 4 41 12 42 475
split_gain=8.60866 2.75668 2.33346 1.88177 2.79257 3.76074 2.81524 1.98212 2.13056 1.80456 1.98684 2.39385 2.35105 2.20159 2.90065 1.75501 4.58145 1.94435 1.84722 1.83579 2.72418 1.99106 2.11027 2.44887 2.27141 2.16977 1.8735 1.85428 1.5922 2.20585
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.13501500000000002 0.087425000000000017 0.090855000000000005 0.16394500000000004 0.12118000000000002 0.086430000000000021 0.10935500000000002 -0.065209999999999976 0.086135000000000003 -0.42170999999999997 -0.073829999999999993 -0.23091999999999999 0.12745000000000004 0.10893000000000001 0.11043500000000002 0.038215000000000006 -0.086254999999999984 -0.066689999999999985 0.11213000000000002 1.0000000180025095e-35 0.09320500000000001 -0.13710499999999998 -0.50262499999999988 0.083035000000000012 -0.11019 0.085465000000000013 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 7 5 6 -5 8 9 10 -2 13 -13 -12 -15 16 17 19 -19 20 27 22 24 26 -21 -25 28 -1 29 -24
right_child=3 -3 -4 4 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 -20 21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016539319514764356 -4.3365652466815896e-05 -7.0404529103723764e-05 0.00027499730011784233 -0.00017817253155095707 0.00086684768869561314 0.00093618055995281101 -0.0016583944709299752 -0.00051187826039271098 -0.00011263308403745429 -0.00019097185118400762 0.00033643616871267308 0.0010634801635915634 -0.00042658794971679102 0.00059194582129699263 0.0020056654331470918 0.0016068078989193281 -0.00046890201027434332 0.00069862925185223555 -0.00043934700884024915 -0.0001761473670530244 -0.00052880848670670052 0.0017623793815474279 0.0025173946307411499 2.887241714685628e-05 0.00094212683298966374 0.0012416391835148972 0.00075973249059047715 0.00054623087283264967 0.0027161868337687231 0.0011087842986682581
leaf_weight=22 24 33 64 38 30 20 24 20 40 21 21 27 22 24 54 43 27 89 20 21 22 36 20 24 2121 57 20 81 21 35
leaf_count=22 24 33 64 38 30 20 24 20 40 21 21 27 22 24 54 43 27 89 20 21 22 36 20 24 2121 57 20 81 21 35
internal_value=0 0.000901651 0.000913432 0.000348684 -1.64552e-05 -0.000339615 -0.000751162 0.000510327 0.00059807 0.000745366 0.000859686 0.00100613 0.00039447 0.00130887 0.00157067 0.000928798 0.000917654 0.000932114 0.000489826 0.000951553 0.000551979 0.000972762 0.000960504 0.00131557 0.000931163 0.000882301 0.00168114 0.000782827 0.00192362 0.00162101
internal_weight=0 2756 2723 365 112 82 62 253 233 193 172 148 49 99 78 2659 2616 2589 109 2480 125 2355 2319 177 2142 81 96 103 76 55
internal_count=3121 2756 2723 365 112 82 62 253 233 193 172 148 49 99 78 2659 2616 2589 109 2480 125 2355 2319 177 2142 81 96 103 76 55
is_linear=0
shrinkage=0.00338353


Tree=822
num_leaves=31
num_cat=0
split_feature=4 1 3 15 15 393 0 15 52 3 1213 402 0 12 1446 2 12 133 1447 483 13 133 16 13 13 12 42 2 12 10
split_gain=6.97384 2.43553 1.93414 1.9299 2.26638 4.60513 3.13741 4.23957 5.89325 2.78212 2.05324 2.86589 3.2523 2.04356 4.00949 2.03454 1.98509 1.94088 1.90771 2.86212 2.30521 2.31967 3.29416 2.15083 2.62954 1.85265 1.83919 1.78966 1.74258 2.08722
threshold=0.26790000000000008 0.14262000000000002 0.63141500000000017 -0.14712999999999996 0.083195000000000005 0.086855000000000016 -0.10836499999999999 -0.015039999999999998 0.0046550000000000003 -0.15447499999999995 -0.0038499999999999997 -0.091164999999999982 -0.084509999999999988 0.092550000000000007 0.10250500000000001 0.13093500000000002 -0.010834999999999999 0.086990000000000012 -0.086059999999999984 0.032770000000000007 0.0049450000000000006 0.11524500000000001 -0.024819999999999998 -0.051094999999999995 -0.06532499999999998 0.092255000000000018 0.096035000000000023 0.086100000000000024 -0.10022999999999999 -0.15282499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 28 -1 5 6 7 27 -9 -6 11 -8 -13 16 15 -15 17 -12 -11 20 21 -20 23 24 -23 -25 -21 -5 -2 -30
right_child=2 -3 -4 4 9 -7 10 8 -10 18 13 12 -14 14 -16 -17 -18 -19 19 26 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0011474647749497259 0.00095140304567845882 -0.00012292519018560093 -0.00066163131762031664 0.0012832330726873687 0.0018409475404579157 -0.00074029886499400418 0.0012709602754087215 0.00041491877100099635 -0.001804997849487589 0.001532156301704593 0.00081794522647036822 0.00046936114239815724 -0.0011600533396458512 0.00061727296830984765 -0.00078931042570129593 0.0016405933673372891 0.0009575410324810361 8.8190259963855267e-06 0.0010119074025146829 -0.00057395509689603396 0.00048360661810294408 0.0007415333486580593 -0.00051580018313229998 0.00053183169158489783 -0.00047924539460178224 0.0014907307954914945 0.00070232195107996489 0.00044023581834224816 -0.00062973516156793229 0.00034878861163540914
leaf_weight=135 44 31 20 31 29 23 20 31 20 39 84 33 20 332 20 21 656 47 626 24 148 71 23 33 24 54 22 147 24 289
leaf_count=135 44 31 20 31 29 23 20 31 20 39 84 33 20 332 20 21 656 47 626 24 148 71 23 33 24 54 22 147 24 289
internal_value=0 0.000765701 0.000303224 0.000775855 0.000756395 0.000675291 0.000697561 0.000354836 -0.000455637 0.000866586 0.000761214 0.000242562 -0.000145512 0.000793853 0.000599466 0.00067815 0.000885983 0.000527648 0.00084003 0.000813695 0.000850216 0.000915508 0.000621139 0.000764818 0.000433126 0.00112701 3.64383e-05 0.00058705 0.000357277 0.000273758
internal_weight=0 2744 377 2713 2578 1485 1462 229 51 1093 1233 73 53 1160 373 353 787 131 1064 1025 979 831 205 182 95 87 46 178 357 313
internal_count=3121 2744 377 2713 2578 1485 1462 229 51 1093 1233 73 53 1160 373 353 787 131 1064 1025 979 831 205 182 95 87 46 178 357 313
is_linear=0
shrinkage=0.00318838


Tree=823
num_leaves=31
num_cat=0
split_feature=3 96 15 4 3 146 2 156 3 455 0 15 48 0 4 1446 403 12 39 11 4 159 16 157 52 151 151 474 147 49
split_gain=5.81443 3.83495 3.16947 3.56611 2.41117 2.23588 2.39057 3.26638 3.29067 2.80317 2.70329 2.12435 3.84539 4.08579 3.09913 2.54583 2.16856 2.12208 1.96098 1.83576 1.96298 2.50449 1.94569 1.94638 2.2379 1.92381 2.40885 2.10508 2.70712 1.73445
threshold=0.31299000000000005 0.087655000000000025 -0.26481999999999994 0.41816000000000003 0.076840000000000006 0.084720000000000004 0.12043500000000001 0.10272000000000002 -0.088784999999999989 0.092985000000000012 -0.084144999999999984 -0.13578499999999996 0.088735000000000022 0.041630000000000007 -0.029144999999999997 0.088500000000000009 -0.083444999999999991 -0.42850999999999995 0.082735000000000017 0.096970000000000015 -0.085594999999999991 -0.085059999999999983 -0.090054999999999982 -0.082009999999999986 0.10024500000000001 -0.090769999999999976 -0.087374999999999994 0.083855000000000013 0.085050000000000014 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 8 -8 11 -10 18 15 14 -14 19 -17 -2 -4 20 21 -13 -23 -24 -25 27 -27 28 -22 -28
right_child=17 -3 5 4 -6 -7 7 -9 10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 25 22 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.0010909806475756115 0.0007601897980641833 -0.00071764941966593547 0.0011502445045425431 0.00035612154635070495 0.0018001362664140589 0.0021332015742702558 -0.0011773813642120005 0.0018766470673602326 -0.00037325884949476225 0.0023386958897523612 0.00080522719332768594 0.002314966177205433 0.0015761042284472972 -0.0013141443058563649 0.00028569097564868322 0.0026693797836720196 0.001229062037440512 -0.00039965439153043789 0.0024222092698228167 -0.00011779922881202625 0.0024843557721080925 0.0017795966688494236 2.7465005216783039e-05 0.0011201640912144207 -0.0002480475705740543 -0.00017178598383690245 0.00085773284441734968 0.00060236658107149519 0.0007282945012850316 0.00038775322906054214
leaf_weight=24 35 25 142 135 21 22 22 22 43 21 106 26 36 21 156 20 92 85 22 29 37 50 33 310 20 40 1333 35 22 136
leaf_count=24 35 25 142 135 21 22 22 22 43 21 106 26 36 21 156 20 92 85 22 29 37 50 33 310 20 40 1333 35 22 136
internal_value=0 0.000828549 0.000841538 0.000331643 0.000550508 0.000874364 0.000864381 0.000438797 0.00025381 0.000896205 0.000465127 0.000884372 0.000854494 0.000346059 0.000527643 0.000904103 0.00148626 -6.13665e-05 0.00132087 0.00087262 0.000886686 0.00112156 0.00104643 0.000945444 0.00103724 0.000822363 0.000788085 0.00137262 0.00182955 0.000814222
internal_weight=0 3001 2976 180 156 2796 2774 193 171 2581 149 2560 2396 213 192 2183 112 120 164 2071 2042 439 413 363 330 1603 1509 94 59 1469
internal_count=3121 3001 2976 180 156 2796 2774 193 171 2581 149 2560 2396 213 192 2183 112 120 164 2071 2042 439 413 363 330 1603 1509 94 59 1469
is_linear=0
shrinkage=0.00396435


Tree=824
num_leaves=31
num_cat=0
split_feature=3 97 40 2 52 152 455 457 12 39 160 41 3 147 48 43 40 0 52 4 11 11 474 11 148 3 1184 454 400 481
split_gain=4.76309 3.24115 3.15109 2.35 2.51358 2.50969 2.23105 2.258 2.04212 1.97921 1.89902 2.16217 2.29602 1.98798 2.42809 2.38313 1.87703 1.85049 1.67358 1.65425 1.53999 1.84452 2.03693 1.99529 1.60718 1.56865 1.43089 1.43143 1.43079 1.46267
threshold=0.31370500000000007 -0.0047149999999999996 -0.07632499999999999 0.11548000000000001 -0.26636999999999994 0.093230000000000021 0.092985000000000012 0.29113500000000009 -0.42850999999999995 -1.0000000180025095e-35 0.058535000000000011 0.088820000000000024 -0.11171999999999999 0.094075000000000006 0.14174500000000004 0.10366000000000002 -0.08440499999999998 -0.04917499999999999 0.087765000000000024 0.41555500000000006 0.097680000000000017 0.080455000000000013 -0.18219999999999997 0.085155000000000022 -0.10069499999999999 -0.24190499999999995 0.086750000000000008 -0.082299999999999984 1.0000000180025095e-35 -0.053799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 17 6 7 9 -2 -3 11 12 19 14 15 18 -11 -5 -14 -6 21 22 -18 -23 -24 -25 27 -26 29 -29
right_child=8 3 -4 4 10 -7 -8 -9 -10 16 -12 -13 13 -15 -16 -17 20 -19 -20 -21 -22 23 24 25 26 -27 -28 28 -30 -31
leaf_value=0.00044998264451023324 0.00067075571271675799 0.0017476583996016818 -0.0013609335644373997 0.0005565226836941531 -0.0015030986278783899 -0.00058021978777266501 0.0020635551868430717 -0.00047767074839043109 -0.00047114762623896736 2.0202096320796598e-05 0.0012644010827154836 0.0014715462901467855 0.00015571268706132519 0.0013545902745852861 -0.0010478866870633837 -0.00095148283438867601 0.0019961120062801647 0.0019844662631737222 0.00094999931656423206 7.7684075815767222e-05 -0.00010180438747335618 0.0020563998149514327 0.0018254287423436436 0.0016926960845785508 0.0016659512456795428 0.00052168151773203256 0.0016944280491204278 0.0010201806854701267 0.0013306202366344722 0.00069569023330385562
leaf_weight=47 35 33 21 29 20 20 21 21 73 47 30 20 102 24 22 20 21 26 66 20 28 36 22 27 26 48 25 236 62 1893
leaf_count=47 35 33 21 29 20 20 21 21 73 47 30 20 102 24 22 20 21 26 66 20 28 36 22 27 26 48 25 236 62 1893
internal_value=0 0.000729628 -0.000109271 0.000748998 0.000463323 0.000791193 0.000801966 0.000791473 -0.000101086 0.000802117 0.000332915 0.000237865 0.000147815 0.000294913 0.000173807 0.000316771 0.00078949 0.00123155 0.000467754 -0.000712707 0.000804406 0.000814996 0.000791228 0.00130427 0.000780052 0.000943247 0.000769794 0.000759367 0.000748609 0.00073166
internal_weight=0 3013 68 2945 379 2566 2546 2525 108 2504 324 294 274 234 210 188 2471 55 168 40 2424 2396 2285 111 2264 75 2242 2217 2191 2129
internal_count=3121 3013 68 2945 379 2566 2546 2525 108 2504 324 294 274 234 210 188 2471 55 168 40 2424 2396 2285 111 2264 75 2242 2217 2191 2129
is_linear=0
shrinkage=0.00388662


Tree=825
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 0 2 4 0 159 1 14 52 4 15 49 2 3 4 4 50 15 2 376 47 0
split_gain=822.159 102.567 94.8368 60.6827 52.0986 42.8244 30.6467 28.8531 28.783 25.1835 23.9091 19.1596 18.0473 17.5769 17.0839 13.7468 12.3987 11.6453 18.1888 11.2895 10.9279 10.5183 20.4864 10.8998 10.22 11.2541 9.38152 9.25706 13.3478 9.18634
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 0.27287000000000006 -0.16363499999999997 -0.068189999999999987 0.092235000000000025 0.033845000000000007 -0.23194499999999998 0.084250000000000005 0.12958500000000003 0.076175000000000007 1.0000000180025095e-35 -0.059649999999999988 -0.03241999999999999 -0.012034999999999999 0.099185000000000009 -0.14186499999999996 -0.14098499999999997 -0.46376499999999993 0.041865000000000006 -0.41942499999999994 0.10402500000000002 0.080200000000000007 0.10019500000000002 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 19 7 15 13 -5 10 -10 21 -1 27 -9 29 26 20 -19 -2 -14 -8 23 -23 25 -7 -12 28 -3 -4
right_child=1 5 6 8 -6 24 11 14 9 -11 16 -13 17 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052032680286083748 0.002768798836337176 0.0026267930798581167 0.0036798402202534585 0.0041318779161885512 0.0022191604997245625 0.0015154810640735071 0.0045799778623830051 0.0021926635722853667 0.003675454489981481 0.0016664672128605541 0.0029448671210531401 0.00359126519294876 0.0046289069666517564 0.0017316377285244661 0.0012742043923663865 0.0050755600895096261 0.003541579440477264 0.00392347418500388 0.0025932168902681701 0.0039068539400327366 0.003437932025519337 0.0037535722055282187 0.0041059240763024188 0.0023938277891395366 0.0018917975102836734 0.00042344946654239072 0.0019558835162336538 0.0022032903080388055 0.0037579190585780718 0.0043345762260995138
leaf_weight=22 20 51 42 35 74 29 77 73 61 32 29 171 53 37 80 46 20 76 26 92 20 25 675 20 23 46 48 33 32 1053
leaf_count=22 20 51 42 35 74 29 77 73 61 32 29 171 53 37 80 46 20 76 26 92 20 25 675 20 23 46 48 33 32 1053
internal_value=0 0.00226943 0.00406904 0.00347495 0.00311303 0.00188104 0.00418792 0.00213399 0.00298782 0.00277708 0.00300201 0.00400824 0.00403132 0.00255555 0.00171242 0.00434035 0.00257851 0.00388399 0.00358439 0.00370363 0.00430261 0.00409771 0.00404613 0.00314924 0.00109121 0.000845702 0.00232836 0.00281835 0.00306289 0.00430946
internal_weight=0 590 2531 422 186 404 2109 306 225 190 158 968 197 153 153 1141 97 175 102 112 73 797 720 45 98 75 77 116 83 1095
internal_count=3121 590 2531 422 186 404 2109 306 225 190 158 968 197 153 153 1141 97 175 102 112 73 797 720 45 98 75 77 116 83 1095
is_linear=0
shrinkage=0.00137286


Tree=826
num_leaves=31
num_cat=0
split_feature=4 2 4 13 43 52 4 13 50 1416 51 1444 52 52 1 2 399 14 43 400 133 4 0 3 1 1455 49 12 12 16
split_gain=5.73718 2.34243 2.24234 2.15633 3.6337 3.81085 1.92565 2.25467 2.31117 2.19453 2.79627 2.60135 2.45166 2.37812 2.5412 2.23176 2.32734 2.39223 2.13337 2.43293 2.18989 2.00595 2.16564 1.89794 1.87441 1.84799 1.78332 1.94995 1.77228 1.99713
threshold=0.24564500000000003 0.17025000000000004 0.181285 -0.16152999999999998 0.08845500000000002 0.0031350000000000002 0.042705000000000007 -0.097224999999999992 -0.23848499999999997 1.0000000180025095e-35 0.22234000000000001 -0.084274999999999989 -0.57009999999999994 -0.016949999999999996 0.11061500000000002 -0.055814999999999997 1.0000000180025095e-35 0.08840000000000002 0.0061450000000000003 -0.065974999999999992 -0.071719999999999992 0.052250000000000012 -0.13843999999999998 0.63141500000000017 0.088135000000000005 0.068185000000000009 0.084945000000000007 -0.010834999999999999 -0.10022999999999999 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 -9 10 11 -10 -13 15 18 -14 17 -17 20 -20 24 -8 -23 28 -15 -24 27 -22 -2 -30
right_child=23 -3 -4 6 -6 -7 21 8 9 -11 -12 12 13 14 -16 16 -18 -19 19 -21 26 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00040928153849587886 0.0010089918564181841 -0.000140448273022059 0.0016284096266293601 0.0013673056046107027 0.0014134129652146239 -0.0013311066315800188 -0.00047578999403340605 0.0018264699513899825 -0.00041294406969777234 0.0017510711283688801 -0.00014923419695394573 0.0018410321606953908 -0.00040587584608284808 0.0011564937194520767 0.0019685433570305493 0.00074133525344018364 -0.0004935317600620881 -0.00044324758520029682 0.0017290828380098213 0.00047499044396187063 -0.00017626244300915169 0.0017006952287793016 0.0003972237505538756 -0.00069551124884101767 0.0022560134556733804 0.0012537891600848149 0.0013185914976569389 0.00084286494021744819 0.00052625927420846676 2.2926545638618985e-06
leaf_weight=47 49 33 37 88 24 22 22 26 21 28 38 27 24 115 25 614 20 21 20 234 23 20 210 20 22 35 93 806 209 148
leaf_count=47 49 33 37 88 24 22 22 26 21 28 38 27 24 115 25 614 20 21 20 234 23 20 210 20 22 35 93 806 209 148
internal_value=0 0.000773395 0.000784723 0.000772831 0.000256708 -0.000145625 0.000791789 0.000825818 0.000803727 0.000791249 0.000778469 0.000795541 0.000807957 0.000794128 0.000878547 0.000627776 0.00066565 0.00070216 0.000857793 0.000573738 0.000925924 0.000525596 0.00060873 0.000342389 0.00133306 0.00051959 0.000865427 0.00081459 0.000393517 0.000309041
internal_weight=0 2695 2662 2625 93 69 2532 2245 2157 2131 2103 2065 2044 2017 1338 679 655 635 1313 254 1059 287 265 426 137 245 922 829 406 357
internal_count=3121 2695 2662 2625 93 69 2532 2245 2157 2131 2103 2065 2044 2017 1338 679 655 635 1313 254 1059 287 265 426 137 245 922 829 406 357
is_linear=0
shrinkage=0.00345121


Tree=827
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 4 159 0 2 0 1 12 11 1 150 2 4 12 4 1 0 52 2 52 150 11
split_gain=1100.28 130.248 118.468 69.1682 64.0561 54.5634 41.4519 37.6211 33.8099 22.0215 21.284 19.9217 23.1003 19.8715 19.5914 19.0936 16.6121 15.5414 13.9283 12.9894 17.611 15.9378 12.5679 12.4035 11.9916 11.037 12.0912 10.642 8.82664 8.70924
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.092550000000000007 -0.17966999999999997 0.27287000000000006 0.033845000000000007 0.084250000000000005 -0.068189999999999987 0.092235000000000025 -0.23194499999999998 0.12000500000000001 0.13597000000000004 1.0000000180025095e-35 0.086105000000000015 1.0000000180025095e-35 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 -0.14098499999999997 0.16175000000000003 -0.13027499999999997 1.0000000180025095e-35 0.10381000000000001 -0.52606999999999993 0.083770000000000011 0.081790000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 27 8 16 -5 10 15 18 12 28 -1 -10 29 22 -18 -3 20 -15 -22 -4 -7 -24 26 -14 -2 -9 -8
right_child=1 5 6 7 -6 23 9 11 14 -11 -12 -13 25 19 -16 -17 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052560572952500724 0.0043529387603908698 0.0029928083830686432 0.0033020363578658771 0.0043165749888546224 0.0019739284998869415 0.00097873441028856764 0.0040804114571711776 0.0040076073079315542 0.0021200026840521085 0.0034823452435062182 0.00143481793129117 0.0017501559923424369 0.0029704036125875006 0.0046955529490221668 0.001042000797806983 0.0029964283043458226 0.00530798733142072 0.0040816855898679399 0.0019928661904579739 0.0033667630112488717 0.0041660088520145654 0.0026610732001371524 0.0034075100688007866 -0.00019300243374098302 0.0043679776254898035 0.0033912467427696393 0.0018436078366171266 0.0033756363340711527 0.0029515955079529965 0.004633144791220031
leaf_weight=22 28 73 22 31 74 90 514 35 48 142 37 35 28 56 94 29 64 28 41 62 36 21 25 21 1225 20 50 84 26 60
leaf_count=22 28 73 22 31 74 90 514 35 48 142 37 35 28 56 94 29 64 28 41 62 36 21 25 21 1225 20 50 84 26 60
internal_value=0 0.00201444 0.00409631 0.00343231 0.00296509 0.00157676 0.00422917 0.00291224 0.0018873 0.00396874 0.00233954 0.00268783 0.00289424 0.00402631 0.0014064 0.00408328 0.00437141 0.00493477 0.00263318 0.00387171 0.00414876 0.00361156 0.00433066 0.000757054 0.00434877 0.00248139 0.0022481 0.00361996 0.0035575 0.00413819
internal_weight=0 590 2531 422 186 404 2109 225 293 745 151 194 159 197 142 603 1364 92 114 175 113 57 1272 111 1250 98 78 112 61 574
internal_count=3121 590 2531 422 186 404 2109 225 293 745 151 194 159 197 142 603 1364 92 114 175 113 57 1272 111 1250 98 78 112 61 574
is_linear=0
shrinkage=0.00137286


Tree=828
num_leaves=31
num_cat=0
split_feature=1 124 33 40 13 4 15 157 51 10 2 12 1 123 4 1 13 13 12 43 10 47 16 52 1212 402 402 402 4 129
split_gain=7.23987 2.33135 2.10213 1.88633 2.02469 1.86413 1.93597 1.66706 2.62995 1.60737 2.37779 1.91265 2.85152 1.83965 1.72138 1.67281 2.33883 2.00193 1.62569 1.60446 1.45366 1.6882 1.42194 3.36535 2.65991 2.46682 3.50703 3.20341 2.70438 2.49088
threshold=0.11846000000000002 -0.076779999999999987 0.082285000000000011 0.051255000000000002 0.27020000000000005 0.36766000000000004 -0.47006499999999996 -0.48214999999999997 0.24916000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.42850999999999995 0.15799000000000005 0.11679000000000002 0.50996500000000011 0.12577000000000002 -0.070999999999999994 -0.077799999999999994 -0.081419999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11043500000000002 -0.011734999999999997 -0.10925999999999998 0.089125000000000024 0.089785000000000018 0.085065000000000016 0.11086000000000001 -0.51843499999999987 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 22 10 20 -12 13 15 -11 17 18 -13 -17 -18 -2 -22 23 -9 25 26 28 -27 -24 -30
right_child=9 2 -4 -5 -6 6 -8 8 -10 14 11 12 -14 -15 -16 16 19 -19 -20 -21 21 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00044657789102797393 0.00026479870539881288 0.0015805231511792019 0.0019039879435100353 -0.00015629755469243387 0.001589933475148434 0.0013237266302778532 0.00014059246543797368 0.001912996340858294 -0.0001559424028579027 -0.00097725793234661098 0.0011954763027270357 0.00060780144681171365 -0.0010898727465345763 -0.00061450084425879908 0.00032519549026968864 0.00083918590575010924 0.0003347803966097436 -0.00085589217743924399 -0.0003650736711907346 0.0015057294615535236 0.0017103451221331097 0.00058321522601997096 0.0017550537279035603 0.00090586641162821184 -0.00040216480345734085 0.0023148637489429566 -0.00065907419381319948 0.00072071716076511807 0.00078862228107017159 5.871301131320834e-06
leaf_weight=164 30 37 22 21 43 20 76 39 29 21 21 20 20 24 26 21 21 23 33 37 32 29 31 1458 22 27 20 31 673 50
leaf_count=164 30 37 22 21 43 20 76 39 29 21 21 20 20 24 26 21 21 23 33 37 32 29 31 1458 22 27 20 31 673 50
internal_value=0 0.000837838 0.000862527 0.000853636 0.000861933 0.000849476 0.000387079 0.000867842 0.000856763 0.000326449 0.000414586 0.000224309 0.000121824 0.000257209 -0.000256752 0.000392183 0.000609981 -0.000175104 0.000103249 0.00108177 0.000874596 0.0011745 0.000869255 0.000932104 0.000759084 0.00078979 0.000739356 0.00146282 0.00077645 0.00073449
internal_weight=0 2763 2599 2577 2556 2513 96 2417 2380 358 311 220 199 179 47 155 112 43 54 58 91 61 2351 1497 854 832 774 58 754 723
internal_count=3121 2763 2599 2577 2556 2513 96 2417 2380 358 311 220 199 179 47 155 112 43 54 58 91 61 2351 1497 854 832 774 58 754 723
is_linear=0
shrinkage=0.00338353


Tree=829
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 3 4 14 47 4 3 47 13 15 50 1 49 3 0 49 0 16 1 151 3
split_gain=1270.01 155.336 145.474 78.7762 78.6166 54.3353 45.8777 43.1881 36.7855 37.7553 29.2478 23.2163 21.2183 20.9734 16.5877 23.5175 15.2757 15.1734 14.6734 14.3598 14.2292 13.9751 12.9484 14.3662 12.412 12.1706 15.2449 11.7001 11.5397 11.0069
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091200000000000017 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.033845000000000007 0.076175000000000007 0.077555000000000013 -0.046564999999999988 0.092670000000000016 0.091680000000000011 -1.0000000180025095e-35 0.13592500000000005 0.041865000000000006 0.12958500000000003 -0.012034999999999999 -0.13927999999999999 -0.060129999999999996 -0.063424999999999981 -0.11173999999999999 -0.43320999999999993 0.12000500000000001 -0.082829999999999973 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 21 8 12 -5 27 20 -1 18 25 14 -12 -16 24 -11 22 -7 -10 -2 -8 -24 29 26 -4 -3 -26 -9
right_child=1 5 6 7 -6 19 11 16 9 17 13 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.002339478091164878 0.0023961497438062542 0.0016845579621367185 0.0039165063441253404 0.0038136872615297706 0.001700474612670795 0.00036035468450514995 0.0042768606635418946 0.0018309244532549848 0.0035978634305380863 0.001307513813319757 0.0040796226564384476 0.0032398723796501225 0.004835204778516955 0.0046187128829103443 0.0035439557864405499 0.0021465743833536514 0.0030057606322575745 0.0020667539662127406 0.0027938316761355968 0.0013956508087277879 0.0021771268722619586 0.0035205043825931198 0.0038045832341284036 0.0032854033538376177 0.0023329387022696878 0.0040186393490827419 0.0025823100165519889 0.00069060927109216891 0.001316092894679126 0.0029295010689966306
leaf_weight=26 20 24 35 31 74 85 71 23 22 94 58 161 46 32 96 22 31 67 23 26 20 92 534 93 27 1126 20 66 43 33
leaf_count=26 20 24 35 31 74 85 71 23 22 94 58 161 46 32 96 22 31 67 23 26 20 92 534 93 27 1126 20 66 43 33
internal_value=0 0.00175364 0.00373975 0.00308639 0.00267551 0.00132921 0.00387049 0.00249877 0.00160438 0.00189199 0.00355849 0.00365842 0.00402293 0.00371087 0.00354581 0.00328343 0.00223914 0.00162347 0.00375188 0.000602856 0.00292132 0.00331973 0.00378345 0.00372758 0.00205052 0.00399129 0.00343134 0.000955662 0.0017083 0.0024783
internal_weight=0 590 2531 422 186 404 2109 188 293 203 234 882 1227 208 176 118 157 161 721 111 42 112 698 627 126 1181 55 90 70 56
internal_count=3121 590 2531 422 186 404 2109 188 293 203 234 882 1227 208 176 118 157 161 721 111 42 112 698 627 126 1181 55 90 70 56
is_linear=0
shrinkage=0.00121906


Tree=830
num_leaves=31
num_cat=0
split_feature=1 3 0 484 43 10 12 3 40 40 4 42 3 16 48 16 15 46 3 13 13 40 15 1 123 131 13 1212 157 15
split_gain=8.81818 2.78231 3.56745 3.53265 2.81808 2.38338 2.3643 2.84262 2.618 2.96577 2.17594 2.36009 2.01096 2.60924 2.24148 2.46409 4.17999 1.9179 2.12665 2.36018 2.28662 2.06905 2.00235 1.63181 1.57295 1.41735 1.28292 1.30623 1.38191 2.1368
threshold=0.10920500000000001 -0.03694999999999999 0.034820000000000011 -0.076559999999999975 0.070450000000000013 -0.089679999999999982 0.051320000000000005 0.076840000000000006 -0.064864999999999992 -0.084904999999999994 0.09173000000000002 0.090545000000000014 0.149315 -0.5048999999999999 0.091840000000000019 -0.004174999999999999 -0.30407999999999996 0.084955000000000017 0.10893000000000001 -0.16152999999999998 -0.28558999999999996 0.0046150000000000002 -0.23909999999999995 0.13408500000000004 0.091310000000000016 0.096070000000000016 -0.14819499999999997 0.14338500000000001 -0.085709999999999995 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 10 -1 7 8 9 -5 11 -2 13 -9 15 16 -14 18 19 -7 -20 22 -21 -12 -11 -13 -24 28 29 -28
right_child=1 2 -4 6 -6 17 -8 12 -10 24 23 25 14 -15 -16 -17 -18 -19 20 21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00027203050298091737 0.001933959306169166 -0.0011942275776834692 -0.0011313889318230858 -0.00069412567100869812 0.0022380200923480657 -0.00018037496665030558 -0.00075085043195050603 0.00045923457760654429 -0.00060949205783449912 0.0005781619975791547 -0.00018006095082621939 0.00018897383617873091 0.00063981853349333664 0.0022901200073080713 -8.9227090968355154e-05 -0.00012499520216484412 0.0029018734021282961 0.0023463034801320939 0.0013461578948089292 -5.1398175835304838e-05 -0.0002204384905936841 7.6378129237514956e-05 0.0019913735667519282 0.0010391837487937093 0.0019938265443049824 0.0015188721187032836 0.00099748827638418912 0.002001757913644691 0.001123713848185365 0.0018753019434087307
leaf_weight=20 39 20 25 20 24 22 21 20 44 33 50 38 34 35 40 20 22 21 25 22 39 29 31 28 21 20 81 30 2144 103
leaf_count=20 39 20 25 20 24 22 21 20 44 33 50 38 34 35 40 20 22 21 25 22 39 29 31 28 21 20 81 30 2144 103
internal_value=0 0.000555897 0.000341345 0.000452915 0.00093864 0.00111842 0.000559183 0.000654375 0.000171606 0.000636043 0.00076044 0.00116477 0.000987514 0.00162434 0.000685569 0.00109336 0.00152848 0.00112934 0.00111922 0.00113814 0.000391513 0.00115003 0.00116294 0.000257617 0.0011287 0.000647559 0.00117412 0.00116338 0.00115258 0.00148887
internal_weight=0 554 355 330 199 2567 310 289 118 74 175 97 171 55 116 76 56 2547 2526 2462 64 2440 2411 78 54 58 2389 2358 2328 184
internal_count=3121 554 355 330 199 2567 310 289 118 74 175 97 171 55 116 76 56 2547 2526 2462 64 2440 2411 78 54 58 2389 2358 2328 184
is_linear=0
shrinkage=0.00404364


Tree=831
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 14 2 4 123 2 4 47 12 43 16 133 132 4 4 16 2 4 1 1 3 12 3 13 12 14
split_gain=935.378 193.713 102.633 68.3181 61.3148 31.3563 29.9867 28.5226 26.8073 27.1476 22.3773 18.3364 15.0244 16.5472 13.9338 11.0942 10.067 11.4129 15.8659 9.81959 9.20978 8.25093 17.9337 9.00829 10.4067 7.74173 7.23093 7.07798 7.02815 6.78186
threshold=0.10312500000000001 -0.40967499999999996 0.13604000000000002 0.088105000000000003 0.09580000000000001 0.062655000000000016 -0.13033999999999998 0.40473500000000007 1.0000000180025095e-35 0.13501500000000002 -0.17966999999999997 0.13082500000000002 0.051320000000000005 -0.066504999999999995 -0.039889999999999988 0.089200000000000015 0.08696000000000001 0.056795000000000005 0.26450500000000005 -1.0000000180025095e-35 0.31358000000000003 -0.012509999999999999 0.093100000000000002 0.076935000000000017 -0.097174999999999984 0.090285000000000018 0.084940000000000015 -0.011289999999999998 0.096475000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 5 6 -1 28 9 21 -3 20 13 -8 26 16 17 19 -19 27 -4 23 25 24 -6 -23 -15 -12 -5 -20
right_child=1 2 11 7 8 -7 12 -9 -10 -11 15 -13 -14 14 -16 -17 -18 18 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024015692819753446 0.0039339128722905518 0.0031692234610886947 0.0011591627185387476 0.0038869921837293583 0.0030521512979370313 0.0047366370011659885 0.0027744802650976732 0.0021708426885965969 0.0025077642588619926 0.0026667338209485458 0.001637509293591364 0.0022639005843488914 0.0039717492329011681 0.003781147470097349 0.0041199700031792075 0.001348537829247469 0.0012807742358614989 0.0032801259294961533 0.0026246431006532833 0.0011005629080870056 0.00033455744965066433 0.0039480563713069541 0.0025034624262419685 0.0041679107062390494 0.0037920976287710195 0.003441715108791809 0.0029009620432357778 0.0024381404651194088 0.0031694629262411485 0.0019441424280640456
leaf_weight=20 90 23 129 32 36 75 32 41 40 48 38 21 1526 27 76 48 27 22 31 26 25 67 26 73 160 154 31 31 62 84
leaf_count=20 90 23 129 32 36 75 32 41 40 48 38 21 1526 27 76 48 27 22 31 26 25 67 26 73 160 154 31 31 62 84
internal_value=0 0.00222581 0.00198561 0.00229109 0.00383392 0.00394969 0.00391521 0.00303626 0.00349142 0.00356118 0.00198624 0.00117393 0.0039331 0.00357784 0.00376969 0.00189761 0.00199937 0.002083 0.00231266 0.00175181 0.0010253 0.00364439 0.0034803 0.00379506 0.00365619 0.00359522 0.0033107 0.00199721 0.00341373 0.00212758
internal_weight=0 730 640 465 2391 1787 1712 135 604 564 330 175 1692 166 134 307 259 232 137 95 154 516 247 269 196 221 58 69 94 115
internal_count=3121 730 640 465 2391 1787 1712 135 604 564 330 175 1692 166 134 307 259 232 137 95 154 516 247 269 196 221 58 69 94 115
is_linear=0
shrinkage=0.00124344


Tree=832
num_leaves=31
num_cat=0
split_feature=1 52 52 42 3 150 1 43 3 13 39 10 0 3 0 0 44 13 153 474 1 1186 42 2 52 51 0 52 4 3
split_gain=9.96032 2.938 3.8853 2.67678 2.1511 3.14521 2.99872 2.56239 2.36247 2.11089 3.09533 2.10251 1.87754 1.88098 2.76852 1.72333 1.51634 1.83905 1.56688 1.81617 1.67116 3.27191 2.7198 2.4371 4.65654 2.36595 2.56426 2.35794 2.55055 2.74605
threshold=0.10920500000000001 -0.23375999999999997 -0.16675999999999999 0.090545000000000014 -0.028564999999999997 0.116995 0.15799000000000005 0.070450000000000013 0.076840000000000006 -0.0079349999999999993 0.096625000000000016 -0.089679999999999982 0.22582000000000002 0.11924500000000002 -0.10836499999999999 -0.074229999999999977 0.081805000000000017 -0.16152999999999998 0.084695000000000006 0.10523500000000001 0.086920000000000011 0.057025000000000006 -0.085499999999999979 0.084055000000000005 -0.04127999999999999 0.10614000000000001 -0.23091999999999999 0.11125500000000001 -0.074729999999999977 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 -2 7 6 8 -4 9 10 -6 -1 13 16 -15 -10 17 -13 19 20 23 22 -22 24 -19 26 -24 28 29 -26
right_child=1 2 4 -5 5 -7 -8 -9 15 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 21 -23 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-9.8675644625126173e-05 0.0020647989322551889 -0.0010847063637357138 0.00070456655775774386 0.00054412322483747707 0.0010796508173489859 -0.00096155901473400553 -0.0008984596083931463 0.0020591877059920743 0.00068731633955856171 -0.00092415083788691783 -0.00045984800623501609 8.6973295981756772e-05 3.592316409798922e-05 -0.0006896133391060971 0.001233802467627986 0.0016920403056428915 0.0021243948075499565 0.00014338183400263411 0.00010780376632903617 0.001856761913876234 0.0018658407560775232 -0.00053281965752649345 -0.00032149320084178565 0.0011896391422963979 0.0021719450324578396 0.0019923982337327131 0.00097836198793208647 0.00060811523406271994 0.0031925166784190725 0.0010582434309017496
leaf_weight=20 36 23 135 34 47 25 22 25 118 22 34 23 22 20 26 33 26 28 20 62 58 20 24 1478 101 33 512 21 23 50
leaf_count=20 36 23 135 34 47 25 22 25 118 22 34 23 22 20 26 33 26 28 20 62 58 20 24 1478 101 33 512 21 23 50
internal_value=0 0.000581938 0.000474299 0.00132619 0.000552081 0.000358515 0.000478087 0.000916226 0.000597315 0.00014347 0.000433441 0.00115657 0.00116642 0.00117627 0.000397535 0.000906892 0.00119072 0.00118083 0.00119118 0.00120017 0.00118283 0.00101471 0.00106407 0.00124678 0.00162552 0.000982346 0.00092016 0.00183834 0.00198682 0.00180317
internal_weight=0 554 484 70 461 301 276 160 254 103 81 2567 2547 2525 46 151 2479 2453 2430 2410 2348 647 627 1701 223 569 536 195 174 151
internal_count=3121 554 484 70 461 301 276 160 254 103 81 2567 2547 2525 46 151 2479 2453 2430 2410 2348 647 627 1701 223 569 536 195 174 151
is_linear=0
shrinkage=0.00388662


Tree=833
num_leaves=31
num_cat=0
split_feature=1 402 8 52 52 132 9 4 15 0 133 42 3 475 10 52 43 1 2 0 3 13 13 150 42 484 484 484 157 42
split_gain=8.06786 2.56171 2.79631 2.24541 4.39469 2.27897 4.50585 1.93037 2.75155 2.25277 2.01318 1.85018 1.83555 1.71077 1.70304 1.68726 1.53031 2.00423 1.67984 1.5208 1.52359 2.36211 1.5146 1.38635 1.37987 3.45445 1.79367 3.6103 1.77268 3.26745
threshold=0.10920500000000001 0.10052500000000002 1.0000000180025095e-35 -0.23375999999999997 -0.16675999999999999 0.10512500000000001 -0.085894999999999985 -0.010655 -0.037864999999999989 -0.036484999999999997 -0.080849999999999991 0.090545000000000014 0.149315 -0.0019549999999999997 -0.089679999999999982 -0.061194999999999992 -0.078654999999999989 0.12165500000000001 0.11362000000000001 0.22582000000000002 0.11924500000000002 -0.28558999999999996 -0.061684999999999997 0.13361500000000004 -0.085499999999999979 0.086925000000000016 0.087235000000000021 0.085595000000000018 -0.082819999999999991 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 11 -5 6 -6 12 9 10 -9 -2 15 -12 -1 -8 17 -15 -18 20 23 -22 -20 24 25 -16 27 28 29 -26
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 13 -13 -14 16 19 -17 18 -19 22 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-7.2853545476228668e-05 0.001492874508810284 -0.00069065129337138895 0.0013427926735129182 -0.0010950995051078449 -0.00096317967153579582 0.001449977840595644 0.00060108574103958875 0.0012724870664622924 -0.00047767633089997833 0.0012474818851141945 -0.00064987919873995366 0.00041689995472260185 0.00017403900970667 -0.000928742642664108 0.0011129929941741056 0.0018161922742634907 0.0010747779479458764 0.00037428458060485598 -6.6082454150352315e-07 2.6522573966949792e-05 0.000985251476151298 -0.00046112700143118799 0.00082201515718858739 0.001715179291715305 0.0014548619617952203 -0.00018620750934582504 0.001137378200258791 -0.00020532121678783853 0.00079915027050128423 0.00038676357960694559
leaf_weight=20 33 20 35 21 25 20 21 21 38 31 20 32 23 20 383 26 38 30 65 22 24 22 35 20 107 22 186 35 1686 40
leaf_count=20 33 20 35 21 25 20 21 21 38 31 20 32 23 20 383 26 38 30 65 22 24 22 35 20 107 22 186 35 1686 40
internal_value=0 0.000429653 0.000471612 0.000410507 0.000327736 0.000400083 0.000346654 0.000435637 0.000323717 0.000440844 0.000331648 0.000963164 0.000912096 0.00023666 0.000853909 0.00127327 0.000330972 -0.000146926 0.000504124 0.000861187 0.000868459 0.000293505 0.000287276 0.000879128 0.000872328 0.00104242 0.00083879 0.000809059 0.000828428 0.00116422
internal_weight=0 554 534 499 434 413 393 368 298 260 229 65 70 208 2567 47 188 50 138 2547 2525 46 100 2479 2459 405 2054 1868 1833 147
internal_count=3121 554 534 499 434 413 393 368 298 260 229 65 70 208 2567 47 188 50 138 2547 2525 46 100 2479 2459 405 2054 1868 1833 147
is_linear=0
shrinkage=0.00318838


Tree=834
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 14 2 4 2 49 2 50 40 15 52 1 2 15 1 1 4 2 0 16 16 159
split_gain=767.3 132.507 65.7975 51.8868 48.4481 40.4034 38.2209 31.8693 28.3838 28.3084 26.6828 23.4231 18.1749 12.9742 12.8594 10.6218 10.2717 9.29806 9.19193 9.8332 15.0212 8.82485 8.49431 8.3932 9.25907 8.26863 7.34756 7.20843 14.5392 12.7629
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13754500000000003 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.10467500000000002 -0.062539999999999984 0.089885000000000007 -0.054984999999999992 0.094835000000000017 0.041865000000000006 -0.077714999999999992 -0.089964999999999976 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.053579999999999996 0.12958500000000003 0.12408500000000001 0.42642000000000008 0.11411 -0.059114999999999994 0.0057500000000000008 0.083160000000000026 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 7 6 9 16 14 12 22 -12 27 -2 -1 17 -3 26 -14 -20 -21 -16 -9 24 -13 -5 -6 -4 29 -29
right_child=1 4 5 25 15 -7 -8 10 -10 -11 11 23 18 -15 21 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0048005981324785608 0.0029217568965167634 0.0020644087987953114 0.0045231512414368102 0.0030872458523478509 0.0015431400330422297 0.0022167618158767241 0.0028526996428793212 0.0042255181649228681 0.0025839006481226689 0.0052586791778912977 0.0037192242661071434 0.0021192413047362029 0.0048770390754429944 0.0041369585718711516 0.0040183056228533746 0.0019879797565257313 0.0010774444251370834 3.2517828184329655e-05 0.0042076678788410486 0.0025726529075299764 0.0041252085739834302 0.0027371671676195688 0.0029002223166197361 0.0015601006299946275 0.0030630429847412206 0.0021050995948257495 0.00044505718269873147 0.0040805187032020435 0.0045476154991277249 0.0026093628925705783
leaf_weight=26 24 47 1163 31 42 20 37 25 67 86 25 104 43 127 30 26 50 22 716 22 41 21 20 42 31 54 21 42 96 20
leaf_count=26 24 47 1163 31 42 20 37 25 67 86 25 104 43 127 30 26 50 22 716 22 41 21 20 42 31 54 21 42 96 20
internal_value=0 0.00248894 0.00429909 0.00341058 0.00201091 0.00436169 0.00438062 0.00229187 0.00330532 0.00440599 0.00258098 0.00234584 0.00437177 0.00394381 0.00393305 0.00114019 0.00155566 0.000880864 0.00419481 0.00415715 0.00358305 0.00349078 0.0036365 0.00215186 0.00233597 0.00246329 0.00117711 0.00448188 0.0041781 0.00360595
internal_weight=0 691 2430 236 455 2286 2266 344 144 2229 247 202 2143 151 77 111 97 85 822 779 63 51 45 177 135 85 63 1321 158 62
internal_count=3121 691 2430 236 455 2286 2266 344 144 2229 247 202 2143 151 77 111 97 85 822 779 63 51 45 177 135 85 63 1321 158 62
is_linear=0
shrinkage=0.00151575


Tree=835
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 2 1 4 1 2 2 50 4 2 47 14 150 1 0 0 3 2 1 16 48 15
split_gain=1474.38 247.286 151.173 123.166 79.9096 67.7751 43.7416 55.0334 41.5427 35.8103 35.5334 33.1025 18.5207 19.5825 18.1632 13.8271 11.9536 13.2535 11.2093 11.0504 10.4168 11.8792 11.8456 9.71177 8.8866 8.21663 7.60703 7.99835 13.3996 7.4195
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.40473500000000007 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.086295000000000011 -0.55119499999999988 0.088850000000000012 0.090100000000000013 -0.23083499999999998 1.0000000180025095e-35 0.076935000000000017 -0.010949999999999998 -0.026509999999999995 -0.010424999999999999 0.17760500000000004 0.11669000000000002 -0.29154999999999992 0.081805000000000017 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 8 7 -4 12 20 -5 -6 16 14 -14 25 -1 29 19 -3 21 22 -7 -11 -9 -8 27 -21 -29 -18
right_child=1 2 6 10 11 9 15 24 -10 23 -12 -13 13 -15 -16 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0053848448347247535 0.0043305607468205115 0.002647014418783913 0.0025586797198454544 0.003903714269664094 0.0038613543534634981 0.0040292865000829499 0.00078486057324615331 0.0015750720355080629 0.0053342074299656825 0.0034910805639103439 0.0023173550783007406 0.0023638243571313983 0.003098849265963479 0.00306472057483171 0.0043000423573149142 0.0015559978717821761 0.0051585007622948608 0.0042816038616848087 0.0027827348785495216 0.0024184527974501491 0.0032057974073054279 0.0044806169309845705 0.0031659082345010031 0.0023685510136513621 0.00080502991158582372 2.6673346696407901e-05 0.0012806380983832581 0.0010558657594188958 0.0020847769231909573 0.0045087327487058184
leaf_weight=21 76 33 66 34 74 273 51 37 76 22 61 33 21 25 266 22 28 525 32 44 23 84 27 26 62 39 29 28 65 918
leaf_count=21 76 33 66 34 74 273 51 37 76 22 61 33 21 25 266 22 28 525 32 44 23 84 27 26 62 39 29 28 65 918
internal_value=0 0.00221455 0.00195306 0.00427298 0.00251116 0.00432944 0.00127207 0.00167917 0.00443366 0.00389883 0.0028851 0.0033995 0.00439572 0.00412021 0.00421215 0.000672322 0.00445334 0.00444004 0.00209967 0.00198983 0.00401862 0.00406731 0.00395158 0.00288304 0.00109282 0.000456313 0.00185919 0.00198165 0.001775 0.00452796
internal_weight=0 691 615 2430 338 2335 277 165 1880 455 95 107 1804 312 287 112 1492 1471 231 199 407 384 300 48 99 90 166 137 93 946
internal_count=3121 691 615 2430 338 2335 277 165 1880 455 95 107 1804 312 287 112 1492 1471 231 199 407 384 300 48 99 90 166 137 93 946
is_linear=0
shrinkage=0.00124344


Tree=836
num_leaves=31
num_cat=0
split_feature=1 3 0 12 14 3 39 13 394 52 4 43 0 1 42 160 13 3 160 51 133 12 401 51 1453 52 2 457 160 4
split_gain=13.1724 3.84468 3.43588 1.94192 3.24625 2.40107 1.93493 1.93057 5.69681 3.1926 4.22627 2.50088 1.99349 3.16974 1.98692 2.01764 2.09891 2.09825 2.18057 1.86151 2.02721 2.31579 1.75207 1.85576 3.81618 2.12918 2.81641 1.94147 2.46063 3.04238
threshold=0.10293500000000001 -0.07793499999999999 0.10455500000000001 -0.12529499999999996 -0.073114999999999986 0.31534000000000006 0.096625000000000016 0.0061450000000000003 -0.08151499999999999 0.40674500000000008 -0.50052499999999989 -0.53814999999999991 -0.083554999999999977 0.083135000000000014 -0.0041849999999999986 -0.089744999999999978 -0.085384999999999975 -0.086274999999999977 -0.54913999999999985 0.10302500000000002 -0.010614999999999998 0.10673000000000001 0.078085000000000016 1.0000000180025095e-35 -0.077764999999999987 0.024145000000000003 0.10252500000000002 0.041220000000000007 -0.015149999999999999 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 19 3 4 -3 6 -5 14 -9 10 -10 -12 13 -13 -1 16 -16 -18 -19 20 -2 -22 23 27 -25 26 -26 28 -17 -30
right_child=1 2 -4 5 -6 -7 -8 8 9 -11 11 12 -14 -15 15 22 17 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0014215465081777348 0.0001247580378695425 0.0021649084446884216 -0.00089463302848005689 0.00068051421134482934 0.00051381215813227593 -0.00039608441424574247 0.0001010182019413901 -0.00082691507421760472 0.0025450598936516263 -0.00023722248314409961 0.0020430092648106154 0.0018394943588709775 0.00076167099191379306 0.00023890297124192349 0.0017824038730027633 0.00069207579238650104 0.00024409126016185483 0.0024047070600809149 0.0011929433261996568 0.0019872552549391894 0.0013407233868197469 0.0003621230761016327 0.0014842498759990148 0.002011604441456781 0.00094109094735978708 -0.00051933849114727763 -0.00046106780256648751 0.0015623747172543176 0.0012120729180103281 6.3213150327624205e-06
leaf_weight=513 30 23 20 325 37 34 87 20 24 21 27 56 200 20 118 168 24 20 153 23 119 38 131 23 91 21 21 105 603 26
leaf_count=513 30 23 20 325 37 34 87 20 24 21 27 56 200 20 118 168 24 20 153 23 119 38 131 23 91 21 21 105 603 26
internal_value=0 0.000665973 0.000508365 0.00056382 0.00114673 0.000485401 0.000558145 0.00119414 0.000964257 0.0010672 0.00115097 0.00104055 0.000942478 0.00141829 0.00123608 0.00117281 0.0014184 0.00120037 0.00133303 0.00106074 0.000946789 0.00110386 0.00110775 0.00106113 0.000713575 0.000489103 0.000678186 0.00112124 0.00106313 0.00116223
internal_weight=0 736 526 506 60 446 412 2385 368 348 327 303 276 76 2017 1504 315 197 173 210 187 157 1189 1058 156 133 112 902 797 629
internal_count=3121 736 526 506 60 446 412 2385 368 348 327 303 276 76 2017 1504 315 197 173 210 187 157 1189 1058 156 133 112 902 797 629
is_linear=0
shrinkage=0.00345121


Tree=837
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 4 2 0 0 4 15 16 156 48 0 47 0 50 4 12 0 15 0 131 150
split_gain=1301.82 214.171 132.466 116.483 70.8522 68.4637 37.4593 37.4236 38.4228 37.2565 34.3352 32.6056 30.1789 21.9496 18.0544 17.3365 11.4556 11.3046 14.6562 11.0218 10.9238 9.16972 9.10756 8.9753 16.0289 8.79874 8.63715 8.11424 8.07699 8.03061
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.42051500000000003 0.14285500000000004 0.09253500000000002 0.0061450000000000003 0.11474000000000002 -0.11173999999999999 -0.079119999999999982 0.27834500000000006 -0.41396999999999995 -0.12029499999999999 -0.0011799999999999998 0.093265000000000015 -0.026509999999999995 0.090100000000000013 -0.23091999999999999 0.086295000000000011 -0.49405499999999997 0.08401500000000002 -0.060129999999999996 -0.12255999999999999 -0.15599999999999997 0.09031500000000002 0.11648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 6 10 8 -4 -5 12 -6 27 -14 16 -9 -12 -15 23 -7 21 -3 -10 -19 -25 -26 -18 -1 -2 -23
right_child=1 2 7 9 11 19 -8 15 22 -11 14 -13 13 17 -16 -17 26 18 -20 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0095936708390932917 0.010269062866242559 0.0085755188206676197 0.0083183884796833116 0.0096875696275271032 0.0095714397152677315 0.0092537747355808473 0.01082533368633742 0.0071341201790513778 0.0066721718334928973 0.0081568913909828913 0.010024718320213224 0.0080164831650221952 0.010216181994137659 0.010501980124295191 0.0086681352659902875 0.0061687668756117029 0.010214817479430918 0.010297903919648767 0.0091635384278809118 0.0081269021781622923 0.0086813277492453107 0.0079468760228036395 0.0076633660254260333 0.0090676938661415941 0.010018749080213761 0.0095763898615849313 0.0094907747074226088 0.008705093360035103 0.0094472938546166299 0.0071735444969997196
leaf_weight=43 52 28 76 34 81 22 84 113 35 61 137 24 1160 46 22 33 26 84 35 26 33 151 20 31 349 75 174 21 24 21
leaf_count=43 52 28 76 34 81 22 84 113 35 61 137 24 1160 46 22 33 26 84 35 26 33 151 20 31 349 75 174 21 24 21
internal_value=0 0.0081539 0.00792458 0.00997656 0.00841687 0.0100283 0.0100574 0.00732388 0.00777856 0.00870471 0.0100281 0.00921602 0.0100926 0.0101211 0.00969656 0.00691592 0.0097637 0.00994308 0.00989829 0.00864339 0.00805674 0.00795369 0.00703261 0.009946 0.00988104 0.0099405 0.0095849 0.00930211 0.0100096 0.00785246
internal_weight=0 691 615 2430 338 2335 2287 277 131 95 2203 105 1844 1780 359 146 337 620 574 48 233 200 55 539 455 424 200 64 76 172
internal_count=3121 691 615 2430 338 2335 2287 277 131 95 2203 105 1844 1780 359 146 337 620 574 48 233 200 55 539 455 424 200 64 76 172
is_linear=0
shrinkage=0.00117172


Tree=838
num_leaves=31
num_cat=0
split_feature=1 3 4 48 2 9 14 157 0 0 12 0 52 13 43 48 3 44 131 159 0 13 1429 403 1447 480 132 49 13 475
split_gain=14.7264 4.17301 3.07823 3.85954 2.5146 3.54447 2.38698 2.78097 2.15613 1.99047 1.95681 2.04378 1.95628 1.85206 1.85045 1.82645 3.94553 2.22799 1.86075 2.56433 2.74695 2.38147 1.96239 1.88322 1.91778 1.75834 1.71355 1.69026 2.85783 2.32603
threshold=0.102705 0.31370500000000007 -0.39518999999999993 -0.086869999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -0.47071999999999997 -0.06457499999999998 -0.23001499999999997 0.22582000000000002 0.096475000000000019 -0.07384499999999998 0.056145000000000007 -0.066634999999999986 -0.079109999999999986 0.10168500000000001 -0.073309999999999986 1.0000000180025095e-35 0.07635500000000002 0.11361500000000001 -0.099059999999999995 -0.16152999999999998 -0.092414999999999983 -0.50388999999999984 -0.080289999999999986 0.11747 0.089535000000000017 0.12011500000000001 -0.073839999999999975 0.068270000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 5 14 -6 -8 -9 15 11 -7 -3 -13 -5 17 -17 18 21 20 -20 -1 -23 -22 -25 26 27 29 -29 -24
right_child=1 12 3 4 6 10 7 8 -10 -11 -12 13 -14 -15 -16 16 -18 -19 19 -21 23 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.00065739300584501223 0.0019259599962232416 5.6117872120876715e-05 0.0026820873275750492 0.0010639829727954343 0.0020545466055512376 0.0026111048394309748 -0.00023813730703399656 0.0016818384641560373 0.00073802865306781592 0.00054748362323917346 0.0011620969784719372 0.0021352518524514266 0.001146808134103785 0.00087918363831960612 -0.00036354923447226074 0.0016823276457035867 0.00022511442023627934 0.0029202747861168639 0.0030264846191441937 0.00067451115204853677 0.00090515287903505319 0.0025941965306242477 0.0016623084460392879 0.00093916020110781288 0.0020945345608387139 0.0027298239725290644 0.00089769205825258555 0.002083694011165196 0.00057042750135877598 0.0028106518074002954
leaf_weight=32 68 71 20 29 20 36 34 38 223 21 87 32 32 31 21 81 36 20 33 20 23 30 1670 21 234 20 41 26 47 24
leaf_count=32 68 71 20 29 20 36 34 38 223 21 87 32 32 31 21 81 36 20 33 20 23 30 1670 21 234 20 41 26 47 24
internal_value=0 0.00107908 0.00118935 0.00110163 0.00104427 0.00133011 0.00083011 0.000747097 0.000875442 0.00167006 0.00156282 0.00191498 0.000394973 0.00151719 0.000464419 0.00168005 0.00123395 0.00170334 0.00169239 0.0019457 0.00202745 0.00164802 0.00166508 0.00190886 0.00199939 0.00164984 0.00163789 0.00165506 0.0011094 0.00167858
internal_weight=0 742 639 571 551 236 315 295 261 2379 186 99 103 63 50 2358 117 2241 2221 331 311 1890 1858 278 255 1828 1808 1767 73 1694
internal_count=3121 742 639 571 551 236 315 295 261 2379 186 99 103 63 50 2358 117 2241 2221 331 311 1890 1858 278 255 1828 1808 1767 73 1694
is_linear=0
shrinkage=0.00366245


Tree=839
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 48 399 3 0 2 16 3 475 475 4 475 0 0 42 133 16 16 13 47 160 15 160 15 4 51
split_gain=11.9661 4.9306 3.79612 4.43696 3.41894 3.07238 2.76195 2.84509 2.39255 5.47043 3.59363 3.1156 2.06412 4.15785 2.10361 2.73725 2.23811 2.61869 2.39109 1.92254 1.8023 2.40824 2.73291 2.55169 2.61939 2.55479 2.91802 2.03309 2.8511 2.06208
threshold=0.095695000000000016 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 -0.39840999999999999 -0.089099999999999999 1.0000000180025095e-35 -0.028564999999999997 0.034820000000000011 0.10855000000000002 0.042200000000000008 -0.15713499999999997 -0.088274999999999978 -0.10137499999999998 -0.085594999999999991 -0.085719999999999977 -0.053834999999999994 -0.086284999999999987 -0.0090649999999999984 0.086990000000000012 0.0057500000000000008 -1.0000000180025095e-35 -0.0021749999999999994 0.088915000000000008 0.084770000000000026 0.084510000000000016 -0.014869999999999998 -0.043924999999999992 -0.016959999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 5 4 -4 -3 7 -7 12 10 -10 -12 13 -1 16 19 17 -14 -19 -16 21 22 -17 24 25 26 -24 28 -22 -30
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 11 -13 14 -15 15 20 -18 18 -20 -21 27 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018793799791606727 0.0018675505285672999 0.0026331524631257579 0.0023151177676259335 -0.00092636663361226506 0.00048955332239068771 0.0014464151638376309 -0.00038283119141571079 0.00088031655612515257 0.00017735097381758796 -0.0005087372308526316 0.003344648909610642 0.0015162228210670987 0.0024624709353332367 -0.00020757786054346954 0.003211647279302047 0.0017692961600726609 0.0033266258807471403 0.0018263981086027465 0.00036647221251925947 0.0016370712718246163 0.0021853259720855845 0.0025209577228877708 0.00090998598775215381 0.002482978239797744 0.0020454150602032045 0.001394897319108078 -0.00075060915139837296 0.00085854435184001831 0.0015754707463785927 0.00043171089360167006
leaf_weight=37 127 22 20 31 104 273 20 310 24 26 20 64 103 27 32 1072 21 145 21 21 79 58 62 27 45 101 24 90 76 39
leaf_count=37 127 22 20 31 104 273 20 310 24 26 20 64 103 27 32 1072 21 145 21 21 79 58 62 27 45 101 24 90 76 39
internal_value=0 0.00112869 0.00100839 0.000441926 0.000783999 0.00114887 0.00109471 0.0011454 0.00168013 0.00115642 0.00155729 0.00195156 0.00171387 0.000998945 0.00173657 0.00168303 0.00205523 0.00195598 0.00164171 0.00258776 0.00165437 0.00171438 0.00167923 0.00130646 0.00116954 0.000958765 0.000446564 0.00136085 0.00159388 0.00118759
internal_weight=0 907 780 155 124 625 603 583 2214 134 108 84 2080 64 2016 1726 290 269 166 53 1673 1389 1331 259 232 187 86 284 194 115
internal_count=3121 907 780 155 124 625 603 583 2214 134 108 84 2080 64 2016 1726 290 269 166 53 1673 1389 1331 259 232 187 86 284 194 115
is_linear=0
shrinkage=0.00404364


Tree=840
num_leaves=31
num_cat=0
split_feature=1 4 105 2 402 12 1456 12 160 39 3 4 15 12 11 3 155 1452 480 0 43 1212 1212 1213 402 131 402 51 16 16
split_gain=9.71475 3.26358 2.88561 4.74897 2.10522 1.99779 2.02428 1.88899 1.95838 1.68783 1.68264 2.73628 3.66756 1.73743 3.32796 1.86531 1.58263 1.42211 1.91593 1.62698 1.53941 2.70167 2.96675 2.76418 2.97017 2.65408 2.11525 2.04586 2.178 2.01388
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 -0.12529499999999996 -0.049894999999999995 0.11734000000000001 -0.4136149999999999 0.10076500000000001 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 0.11734000000000001 0.088215000000000002 -0.055119999999999995 0.083440000000000014 0.086765000000000023 -0.092774999999999982 -0.078704999999999983 0.0016850000000000001 -0.014129999999999998 -0.42670499999999995 0.12428000000000002 0.11174500000000002 0.023795 0.095250000000000015 0.035765000000000012 -0.08231999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 -3 -7 8 -8 10 13 -12 -13 14 17 -15 -10 18 -1 -19 21 22 -20 24 26 27 29 28 -22 -23
right_child=1 2 -4 -5 -6 6 7 -9 16 -11 11 12 -14 15 -16 -17 -18 19 20 -21 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029700009247378997 0.0017244981896044809 0.0018245989849951928 0.0022821399804551839 -0.0007752153834498513 -9.8784992367230296e-05 0.0019066981673802005 0.0019739422105849473 0.0015744783156890734 0.00064644431862614818 0.0005911164657036636 0.0015447541555573196 0.001263833526916608 -0.0010137888394452044 0.00034291295585530508 0.0031342631543341657 0.0016200625185113727 0.0015592232907153893 0.0024296281092265823 0.0010474925273953458 0.0013123314518531119 0.0016198497521137884 0.0015595370377608391 0.0024870233209239498 0.0024765284642772251 0.00035438062130262958 0.0026160213007823292 0.0022296154107382359 0.00035198401309958219 0.00097666656962594402 0.0011984361899893346
leaf_weight=21 78 38 22 28 32 29 20 49 445 34 60 25 20 41 20 32 32 54 30 33 167 1036 90 45 36 22 61 40 164 317
leaf_count=21 78 38 22 28 32 29 20 49 445 34 60 25 20 41 20 32 32 54 30 33 167 1036 90 45 36 22 61 40 164 317
internal_value=0 0.00095559 0.000869295 0.00082311 0.000892495 0.000944242 0.000886062 0.000831852 0.000758635 0.00146797 0.00148086 0.000990527 0.000251557 0.00150416 0.00152472 0.000902759 0.000707679 0.00150951 0.00148822 0.00200583 0.00150068 0.00155483 0.00212714 0.00150889 0.00147886 0.00127817 0.00150749 0.00119883 0.00130117 0.00147493
internal_weight=0 773 695 673 645 613 575 546 497 2348 2314 105 45 2209 2136 73 477 2116 2029 87 2008 1615 120 1495 1450 393 1414 371 331 1353
internal_count=3121 773 695 673 645 613 575 546 497 2348 2314 105 45 2209 2136 73 477 2116 2029 87 2008 1615 120 1495 1450 393 1414 371 331 1353
is_linear=0
shrinkage=0.00396435


Tree=841
num_leaves=31
num_cat=0
split_feature=1 124 44 447 48 3 148 12 42 13 133 375 49 147 0 40 9 13 13 43 52 13 52 4 129 0 16 133 12 1429
split_gain=8.05975 3.05091 1.96056 2.02707 1.90655 1.80578 1.70187 1.6833 1.4613 2.37029 1.96483 1.71786 1.70306 1.45224 3.53269 1.62383 2.42834 1.99153 1.54805 4.7654 3.16777 1.49949 2.74065 3.51806 2.5223 2.91426 2.64901 3.11999 2.2754 1.5778
threshold=0.12000500000000001 -0.076779999999999987 0.081805000000000017 0.09227500000000001 0.13765500000000006 0.30112000000000005 -0.08670499999999999 -0.42850999999999995 -0.0060199999999999993 -0.0087749999999999981 0.086085000000000009 0.083605000000000013 -1.0000000180025095e-35 0.087210000000000024 -0.098289999999999975 0.051255000000000002 0.081890000000000004 0.26746000000000009 -0.16152999999999998 0.08845500000000002 -1.0000000180025095e-35 0.038215000000000006 0.40674500000000008 -0.50940999999999981 0.080675000000000011 -0.083674999999999986 -0.080789999999999987 1.0000000180025095e-35 0.09141500000000001 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -2 -3 -7 11 10 12 -1 -10 15 -15 16 17 18 19 20 -8 29 23 -23 25 28 27 -27 -25 -20
right_child=5 2 -4 -5 -6 7 13 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0018394234719159182 0.00071818753935421831 0.0021265143280631373 0.0020900451574983581 0.00027302309103309247 0.00010823282105191406 0.00077209373320430094 0.00080609200915708439 -0.00020539009782949817 0.00076714620053772349 -0.00057231195491096751 0.0012187397578233268 0.00052090254588615232 -0.00051350587082639389 -0.00045643016846791591 0.0013298847695682318 0.00017850919125040902 0.0020570157312420809 0.0018889747451163515 0.001984173144133016 0.001929694869139248 -0.0010168682415802606 0.0024604521988507676 -0.00025274875235188567 0.0026212260929073593 -0.00011191790055698609 -0.00086677798944256109 0.0010602920248504177 0.0010301940522912929 0.0011842442176690144 0.0011960759355697311
leaf_weight=25 239 23 28 32 21 34 27 61 31 22 48 24 22 23 34 20 39 47 32 24 21 20 22 22 26 22 138 21 36 1937
leaf_count=25 239 23 28 32 21 34 27 61 31 22 48 24 22 23 34 20 39 47 32 24 21 20 22 22 26 22 138 21 36 1937
internal_value=0 0.00113368 0.00116355 0.00115352 0.00116455 0.000554998 0.0011733 0.000144446 0.000679537 0.00047474 0.000702811 0.00119362 0.000235555 0.00116457 0.000609091 0.00117747 0.00118568 0.00117149 0.00115713 0.00064893 8.5469e-06 0.00117321 0.000944377 0.00103679 0.00092934 0.00104262 0.00082257 5.96502e-05 0.00172931 0.00120888
internal_weight=0 2787 2615 2587 2555 334 2534 95 172 123 101 49 53 2511 57 2454 2434 2395 2348 72 48 2276 307 285 265 239 181 43 58 1969
internal_count=3121 2787 2615 2587 2555 334 2534 95 172 123 101 49 53 2511 57 2454 2434 2395 2348 72 48 2276 307 285 265 239 181 43 58 1969
is_linear=0
shrinkage=0.00352023


Tree=842
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 14 4 2 4 1 2 3 15 1 0 52 15 0 43 0 159 1 12 147 3 39 52 4
split_gain=952.448 154.244 94.9481 78.7785 47.6946 45.1374 39.7656 33.9154 33.0109 29.1521 29.1396 25.7461 22.8859 17.585 15.6555 10.9525 10.5125 9.61325 8.4844 7.68737 7.07446 7.01443 7.12447 10.3297 8.45226 7.01122 6.59802 13.1846 6.58396 6.82412
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13247500000000004 -1.0000000180025095e-35 0.062655000000000016 0.42051500000000003 0.14285500000000004 0.27834500000000006 0.077845000000000011 0.089885000000000007 -0.020429999999999997 -0.41396999999999995 0.091195000000000012 -0.22491999999999998 -0.56176499999999996 -0.087894999999999987 -0.026509999999999995 -0.080324999999999994 0.18019500000000002 0.082585000000000006 0.089770000000000016 0.096395000000000022 0.089810000000000015 0.149315 0.087690000000000004 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 13 10 9 26 12 -5 15 -3 -10 28 -14 -18 -11 -7 -13 22 23 24 -19 -6 27 -4 29 -1
right_child=1 2 8 11 25 19 -8 -9 14 18 -12 20 16 -15 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004878468140204025 0.0040506573529909204 0.0032741661007041948 0.0034022363960597066 0.0039227869028852329 0.00231663051713458 0.0034017310338826778 0.0038544181351333664 0.0048969511730050999 0.0013946219504155247 0.0019099796126962492 0.002623442716874088 0.0027434365167094622 0.0031332058361871248 0.0018011489891516924 0.00040164450719581534 0.0039325493866165795 0.00453612084461335 0.0040481714087504247 0.00090552243529560335 0.0024167151460312481 0.0018428069731513241 0.0031786654125409591 0.0042245165261680035 0.0032166074307019049 0.0037414467537558349 0.0016461491929084704 0.0020223721142085291 0.00210624683628673 0.0036481129811699025 0.0042441137089693059
leaf_weight=28 76 22 28 28 186 25 69 84 113 24 22 47 26 32 33 216 43 361 31 26 20 20 119 35 241 29 25 23 29 1060
leaf_count=28 76 22 28 28 186 25 69 84 113 24 22 47 26 32 33 216 43 361 31 26 20 20 119 35 241 29 25 23 29 1060
internal_value=0 0.00234606 0.00213541 0.00403359 0.00258655 0.00407965 0.00321645 0.004106 0.00158492 0.00204715 0.0040758 0.00290143 0.00409047 0.00240127 0.00117018 0.00419399 0.00392718 0.00395239 0.00134383 0.00289957 0.00247459 0.00392004 0.00393965 0.00388644 0.00392538 0.00222619 0.00255613 0.00281777 0.00424454 0.00426044
internal_weight=0 691 615 2430 338 2335 123 2284 277 131 2200 95 2178 54 146 1333 845 819 55 51 67 776 756 637 602 215 76 51 1117 1088
internal_count=3121 691 615 2430 338 2335 123 2284 277 131 2200 95 2178 54 146 1333 845 819 55 51 67 776 756 637 602 215 76 51 1117 1088
is_linear=0
shrinkage=0.00126831


Tree=843
num_leaves=31
num_cat=0
split_feature=4 2 1 150 150 3 3 160 15 484 133 1 16 0 1212 15 3 472 12 16 14 149 4 4 1 13 1210 12 483 1444
split_gain=9.19912 3.17685 2.74151 3.27011 2.89447 2.51561 2.28873 1.83757 1.70492 1.67646 2.18251 1.7823 2.15689 1.76652 1.62132 1.53998 1.53078 1.52621 1.52161 1.72579 3.6532 2.47268 2.42604 2.02376 1.84676 1.49616 1.48559 1.46065 1.44981 2.21618
threshold=0.27044500000000005 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 -0.094239999999999977 0.42240500000000009 -0.083654999999999993 0.088405000000000011 -0.15914499999999995 -0.020124999999999994 -0.23133499999999999 0.13743000000000002 0.41221000000000008 -0.14649999999999996 0.13592000000000001 0.13592500000000005 -0.055119999999999995 -0.072204999999999978 -0.10022999999999999 -0.42170999999999997 -1.0000000180025095e-35 0.075040000000000009 0.51303500000000013 0.36766000000000004 0.13707500000000003 -0.013304999999999999 -0.42132499999999995 0.092255000000000018 0.12605000000000002 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 18 -5 9 25 -6 -11 12 13 -12 15 26 -17 -14 -2 21 22 23 -21 -20 -22 -1 -10 -25 29 -28
right_child=5 -3 3 6 7 -7 -8 -9 14 10 11 -13 17 -15 -16 16 -18 -19 19 20 24 -23 -24 27 -26 -27 28 -29 -30 -31
leaf_value=0.0031228226816847004 0.0018871709711500942 0.00013529002755243198 3.1139039055570485e-05 -0.00066648237875423883 0.0021509348243164026 -0.00030483698882349434 0.00091570741106652661 0.0024695331839403459 0.0027494476407006821 0.0027159026249197935 -2.3368544676313316e-05 2.7132826764666538e-05 0.0011151217031913924 0.001241581709577208 0.0025083643124913469 -0.00016046101294179185 0.0014952499530013074 0.0022454577100834081 0.0021732346760781232 0.0015877775776604137 -0.0016388514462256606 0.0024944640478062265 -7.8865172915535783e-05 0.00091820485106527223 0.00021957446204738304 0.0017511518423439854 0.00015556190022332828 -0.0001380609014269574 0.0026421844759140947 0.0015531918871579758
leaf_weight=25 26 33 27 20 55 39 141 35 20 21 23 21 34 263 34 20 23 70 20 44 20 20 27 116 21 39 22 32 23 1807
leaf_count=25 26 33 27 20 55 39 141 35 20 21 23 21 34 263 34 20 23 70 20 44 20 20 27 116 21 39 22 32 23 1807
internal_value=0 0.00148518 0.00150154 0.00126769 0.00142855 0.000745733 0.000719162 0.00150083 0.00158402 0.00143121 0.00133958 0.00126926 0.00133614 0.00113985 0.00156094 0.00154412 0.000725152 0.00187592 0.000871414 0.000783382 0.000353276 0.00103962 0.000953984 0.00086642 -0.000686975 0.00228696 0.00156293 0.000689823 0.00155011 0.00153638
internal_weight=0 2756 2723 710 549 365 161 522 2013 487 432 411 390 286 1949 1915 43 104 326 300 112 188 71 168 41 64 1872 148 1852 1829
internal_count=3121 2756 2723 710 549 365 161 522 2013 487 432 411 390 286 1949 1915 43 104 326 300 112 188 71 168 41 64 1872 148 1852 1829
is_linear=0
shrinkage=0.00437696


Tree=844
num_leaves=31
num_cat=0
split_feature=4 2 49 150 12 1 52 2 484 160 43 3 13 12 106 14 11 51 52 16 156 15 1446 1420 2 2 2 0 475 475
split_gain=7.4688 2.67205 2.38805 2.13608 3.18764 4.47664 2.26684 2.08536 2.02806 2.20154 2.01515 3.48572 1.94339 2.45174 1.82162 1.76251 1.74545 1.68675 2.61692 3.94641 2.73832 2.57779 1.66515 1.70479 1.56098 1.37582 1.36587 2.24015 1.33279 4.70318
threshold=0.26790000000000008 0.10188000000000001 0.15665000000000004 0.081835000000000019 0.087995000000000004 0.10887500000000001 -0.075329999999999994 0.25063000000000007 0.096415000000000015 -0.23686999999999997 -0.05647499999999999 -0.0025099999999999996 -0.41572999999999993 -0.07415999999999999 0.085655000000000009 0.076175000000000007 0.082485000000000017 -0.17684999999999998 -0.034054999999999995 0.40020000000000006 0.013700000000000002 -0.040439999999999997 0.11581000000000001 -0.084814999999999988 -0.090999999999999984 0.11263500000000001 0.13622000000000004 -0.23091999999999999 -0.10344499999999998 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 17 5 -5 -7 8 9 -2 11 -11 -12 -14 15 16 22 21 19 20 -19 -3 23 -1 -25 -21 27 -15 -26 -30
right_child=7 2 -4 4 -6 6 -8 -9 -10 10 12 -13 13 26 -16 -17 -18 18 -20 25 -22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.0021466680939455059 0.0018732679625080852 0.0012184623179077028 -0.00029903328081993901 -0.0013752780810288043 0.0018101053175739418 0.0014970388824366754 -0.00012713288012646668 -0.00050373544696844116 -0.00034341957518738381 0.00070595738071362903 -3.1372148483622354e-05 -0.00085952781103528809 0.0023354766152589345 0.00031529655764158792 0.00033164432318058464 0.0018142545703379322 0.0001542014400669368 0.00046308978417861985 0.0012766801682824059 0.0009554882348619064 -0.0011144106672705623 0.0027035181586375981 0.0022517304596022568 0.00029998899311650272 0.0019097037364197735 0.0021309826708577622 0.00017452819318770083 0.0014513710375239856 -0.00044913070912005218 0.001247933497319661
leaf_weight=31 25 76 22 22 21 27 25 24 27 70 29 31 20 39 32 85 22 68 214 53 22 23 25 27 44 21 32 80 25 1859
leaf_count=31 25 76 22 22 21 27 25 24 27 70 29 31 20 39 32 85 22 68 214 53 22 23 25 27 44 21 32 80 25 1859
internal_value=0 0.00118828 0.000957538 0.00100587 0.000473661 9.44001e-05 0.000716187 0.00060486 0.000680232 0.000765013 0.000672965 0.000225462 0.000898954 0.00105673 0.00125203 0.00126594 0.00124301 0.00111186 0.000993582 0.000624174 7.74786e-05 0.00156348 0.00125492 0.00124237 0.00122803 0.00128907 0.000887359 0.00107904 0.00124103 0.00122541
internal_weight=0 2744 594 572 95 74 52 377 353 326 301 101 200 171 2150 2118 2033 477 378 164 90 99 2011 1986 1955 74 151 119 1928 1884
internal_count=3121 2744 594 572 95 74 52 377 353 326 301 101 200 171 2150 2118 2033 477 378 164 90 99 2011 1986 1955 74 151 119 1928 1884
is_linear=0
shrinkage=0.00388662


Tree=845
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 47 2 2 52 1 1429 52 1 133 132 15 50 51 157 43 475 15 1 3 159
split_gain=767.129 121.934 78.071 65.4222 48.9552 32.1526 27.9042 27.0306 25.5623 23.5481 17.636 16.3152 11.5881 10.8422 10.1774 14.5414 9.37139 8.9443 8.30402 8.8941 7.05067 6.88585 11.7327 6.82565 6.72276 6.52053 7.39704 11.2342 6.78686 6.30254
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.13082500000000002 0.091265000000000013 0.14122000000000004 0.12603000000000003 0.080270000000000022 0.084690000000000015 0.31359500000000001 0.16540500000000002 0.089200000000000015 0.08696000000000001 0.090455000000000021 0.083090000000000011 0.0053700000000000006 -0.41266499999999995 -0.080324999999999994 -0.08230999999999998 0.040760000000000005 0.089770000000000016 -0.11171999999999999 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 8 -6 11 -5 17 14 13 18 16 21 -1 -4 19 -3 -10 22 -16 -13 -11 -25 27 28 -27 -30
right_child=1 2 10 9 7 -7 -8 -9 20 24 -12 23 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0039513616284892923 0.0037149013830416276 0.0021687475660322436 0.0012341176286408198 0.0036577354160325934 0.0033627485019444591 0.0027087330949553731 0.0023286440354804852 0.0020755056361932483 0.004825510468594846 0.0025123536561299713 0.0023466177894153734 0.0042362675893110593 0.0012471047045440578 0.0028763755827000462 0.0036996012834495228 0.0026711508062274517 0.0032278432807391088 0.00034502448002612267 0.001371902921460891 0.0012641394838961665 0.0040705375859006491 0.0038962507074729981 0.0028472669151088058 0.004000861367557779 0.0016168376751829409 0.0029605897963764336 0.0037383537606752231 0.0027673636436279844 0.0034757628398772631 0.0038933635182425469
leaf_weight=894 76 201 136 28 86 48 22 40 47 47 22 28 31 26 211 22 31 22 31 20 37 251 31 58 20 34 225 37 282 77
leaf_count=894 76 201 136 28 86 48 22 40 47 47 22 28 31 26 211 22 31 22 31 20 37 251 31 58 20 34 225 37 282 77
internal_value=0 0.002169 0.00197797 0.00371378 0.00227447 0.00375659 0.00377859 0.0029541 0.00379267 0.00266141 0.00126142 0.0037657 0.00199733 0.00208099 0.00384596 0.0037002 0.00392711 0.00111032 0.00199893 0.00208688 0.00449296 0.00374613 0.00359042 0.00360972 0.00224504 0.00358511 0.0035483 0.00344885 0.00351301 0.00356533
internal_weight=0 691 615 2430 435 2335 2287 126 2265 95 180 2181 309 278 1440 515 925 158 252 221 84 493 242 741 67 713 655 430 393 359
internal_count=3121 691 615 2430 435 2335 2287 126 2265 95 180 2181 309 278 1440 515 925 158 252 221 84 493 242 741 67 713 655 430 393 359
is_linear=0
shrinkage=0.00129368


Tree=846
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 2 4 2 4 3 0 15 2 123 47 15 0 160 51 4 52 13 457 0 41 15
split_gain=1026.97 170.967 110.965 79.9997 58.9572 49.479 40.5396 35.5646 35.5645 31.4461 27.9443 24.4783 23.9049 18.5871 13.7709 21.0605 13.7184 12.5352 10.3196 9.57679 9.29412 8.1324 7.78557 7.59895 7.51245 9.35785 8.39021 7.99316 7.10549 6.8834
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13247500000000004 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.42051500000000003 0.092235000000000025 0.40473500000000007 0.30112000000000005 -0.11173999999999999 -0.10469999999999999 0.094835000000000017 0.088205000000000019 0.090100000000000013 -0.053579999999999996 -0.23091999999999999 -1.0000000180025095e-35 0.081440000000000026 0.0049200000000000008 -0.56176499999999996 -0.07743499999999999 0.080930000000000016 -0.046359999999999991 0.077565000000000009 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 18 6 7 11 16 10 13 14 -6 17 15 -5 -1 29 20 -18 -3 -12 -17 28 -13 27 -27 -26 -16 -4
right_child=1 2 9 5 12 -7 -8 -9 -10 -11 21 24 -14 -15 23 22 19 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0039347408304388964 0.0036052285256982152 0.0024566659869767428 0.0028517545456162845 0.0040849825874454673 0.0033004852320473212 0.0018895990775193679 0.0025459807374604336 0.0043501613608770686 0.0021819179558305256 0.00057574391823855928 0.0015835863855234355 0.003931245890385399 0.0021704610489373974 0.0011946398712169132 0.0037618868047853402 0.0032925754796444885 0.0033495679165715343 0.0014744154683536924 0.0025425327617816565 0.0023773815318571265 0.0017704220008767832 0.00095405549628805599 0.0025138184654682353 0.0034033206785571944 0.0037119919562075753 0.003366269118788145 0.0026808505105533004 0.0030166751672812339 0.0030986938458904003 0.0020672835270161842
leaf_weight=26 76 28 30 28 74 20 41 86 67 54 36 37 33 30 1293 34 30 20 32 21 171 82 29 81 163 408 23 23 20 25
leaf_count=26 76 28 30 28 74 20 41 86 67 54 36 37 33 30 1293 34 30 20 32 21 171 82 29 81 163 408 23 23 20 25
internal_value=0 0.0020429 0.00184983 0.00356839 0.00227441 0.00361867 0.00363393 0.00365398 0.00277017 0.00133175 0.00151482 0.00362599 0.00295197 0.00192916 0.00370437 0.00328822 0.00328202 0.00222297 0.00196056 0.00294926 0.00186698 0.00114612 0.0029341 0.00373154 0.003448 0.00341902 0.00332969 0.00362601 0.00375178 0.00249518
internal_weight=0 691 615 2430 338 2286 2266 2225 144 277 223 2139 107 105 1485 91 77 75 231 51 199 118 63 1394 654 617 431 186 1313 55
internal_count=3121 691 615 2430 338 2286 2266 2225 144 277 223 2139 107 105 1485 91 77 75 231 51 199 118 63 1394 654 617 431 186 1313 55
is_linear=0
shrinkage=0.00110414


Tree=847
num_leaves=31
num_cat=0
split_feature=1 4 484 1 51 1 0 474 475 1 52 42 49 147 42 2 160 151 39 1373 12 160 41 2 43 2 51 481 50 483
split_gain=11.0759 4.48303 3.11951 2.86017 2.57735 2.18024 2.07927 4.32499 3.11811 3.18081 5.80487 2.06872 2.00712 1.79063 1.6978 1.71001 1.6154 1.75673 2.817 1.66679 1.59647 1.57297 1.97214 2.38288 2.65848 2.5319 1.60468 1.53284 2.12541 1.67783
threshold=0.095950000000000021 -0.010655 -0.020124999999999994 0.13869000000000004 -0.41109999999999997 0.16773500000000005 -0.060129999999999996 0.088335000000000011 -0.075854999999999992 0.081670000000000006 0.15915500000000002 -0.080354999999999982 -0.12164499999999999 0.10735000000000001 0.079510000000000011 0.099185000000000009 -0.24498999999999996 0.050660000000000004 0.085530000000000009 0.075690000000000021 0.10193000000000001 0.05259500000000001 0.091290000000000024 0.11411 0.0061450000000000003 0.10699500000000002 0.087505000000000013 0.0028200000000000005 0.020130000000000006 0.12605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 12 -3 13 27 8 -8 10 11 -10 -4 16 15 -13 -6 19 -19 21 -16 22 23 25 -25 -18 -23 29 -29 -1
right_child=1 4 3 -5 5 -7 7 -9 9 -11 -12 14 -14 -15 20 -17 17 18 -20 -21 -22 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.001281734745582004 0.0022083164392988409 0.0015344733144457962 0.0019674508637942682 -0.00010088891621443443 0.0015871378702973396 -0.00044219501460783143 -0.00034549026749444256 0.0022456198232152303 0.0019102997695711076 0.0019295200254725393 -0.00084384599394922682 0.0010744570603858491 0.0010439545066977475 -0.00032558329240711355 0.0017467160739664835 -0.0001277620012598296 0.00076331863215147063 0.0019032187956454206 0.00028496079988808498 -0.00028890505253274779 0.00076841852188011517 0.0006037557917282667 0.0017134853970872941 0.0005269443315673581 -0.00070480799215838117 0.0019479974357849742 -0.00065686930824088391 0.0023524905389073316 0.0010367091937317559 0.0021831274015343335
leaf_weight=1885 28 35 29 22 21 21 22 27 24 32 21 23 242 20 31 30 145 29 20 23 45 25 20 156 22 23 20 35 22 23
leaf_count=1885 28 35 29 22 21 21 22 27 24 32 21 23 242 20 31 30 145 29 20 23 45 25 20 156 22 23 20 35 22 23
internal_value=0 0.000835962 0.00115049 0.0010494 0.000661889 0.000605851 0.00127204 0.00099023 0.000841566 0.000968339 0.00079157 0.00101604 0.00114278 0.000647853 0.000849664 0.000393956 0.000686481 0.000647322 0.00124271 0.000580102 0.00116746 0.000628732 0.00070069 0.000642146 0.000374705 0.000925507 4.3478e-05 0.00130861 0.00184465 0.0012926
internal_weight=0 901 321 293 580 545 2220 255 228 206 174 153 271 524 129 53 504 483 49 434 76 411 366 346 178 168 45 1965 57 1908
internal_count=3121 901 321 293 580 545 2220 255 228 206 174 153 271 524 129 53 504 483 49 434 76 411 366 346 178 168 45 1965 57 1908
is_linear=0
shrinkage=0.00331719


Tree=848
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 2 2 2 14 4 1 0 2 4 1 2 0 49 15 4 3 43 1 2 12 4 475 1 0 4
split_gain=737.47 100.777 81.2207 49.3238 42.3735 39.2551 32.5495 32.2785 30.5469 22.6249 21.5751 20.7221 18.8305 18.3874 16.3847 12.6412 15.059 12.083 11.3186 11.1035 11.6352 10.2844 9.95626 9.34835 8.77436 8.26169 7.41684 7.18448 7.04585 7.02233
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10060500000000001 0.14753000000000002 0.121465 -1.0000000180025095e-35 1.0000000180025095e-35 0.076175000000000007 0.42642000000000008 0.077845000000000011 -0.13027499999999997 0.13501500000000002 -0.04890499999999999 0.089770000000000016 0.090425000000000019 -0.066689999999999985 -0.043469999999999995 -0.41942499999999994 -0.078439999999999996 0.090900000000000009 -0.079914999999999986 0.13436000000000001 0.31358000000000003 0.090020000000000017 -0.008819999999999998 -0.066784999999999983 0.12000500000000001 -0.026509999999999995 -0.55119499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 6 9 27 -8 14 25 -4 17 26 -9 19 16 -16 -5 -7 29 24 -12 -15 -6 -21 -2 -13 -3 -14 -1
right_child=1 4 10 11 23 18 7 13 -10 -11 21 12 28 22 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0050759132667904886 0.0041829037477052076 0.0020587079345717931 0.0038763176461015826 0.0020169618155077042 0.0013188306287344172 0.0027720839726103072 0.0038076149455673449 0.0033408192572493803 0.0049906836294489991 0.0021261158391010699 0.0027508422066541581 0.0042614659424043628 0.003506122844260095 0.002188415215382297 0.004015515797365532 0.0030155193663823753 0.0029717784538803964 0.0033739020527383205 0.001461573875545509 0.0041843838183689627 0.0031523316899114422 0.0016340299282580784 0.001284076718843021 0.00035078372604139234 0.0038697406314755043 0.0034193823178240742 0.003751082543379451 0.001164026890218789 0.0024155714849518964 0.0042715915699964588
leaf_weight=22 48 24 28 22 71 24 28 24 79 20 61 68 21 135 281 34 30 31 28 560 27 22 29 27 252 66 312 66 26 655
leaf_count=22 48 24 28 22 71 24 28 24 79 20 61 68 21 135 281 34 30 31 28 560 27 22 29 27 252 66 312 66 26 655
internal_value=0 0.00224618 0.00398467 0.0040384 0.00185349 0.00309911 0.00211014 0.00240494 0.00413784 0.00349986 0.0028134 0.00363649 0.003739 0.00219603 0.00410164 0.00382621 0.00391483 0.00281064 0.00206642 0.00416432 0.00405667 0.00245482 0.0020285 0.00105212 0.00408674 0.00374087 0.00384241 0.00140261 0.00290284 0.00429773
internal_weight=0 590 2531 2420 404 186 306 216 1940 134 111 480 427 188 1861 345 311 53 52 1516 839 83 164 98 812 114 380 90 47 677
internal_count=3121 590 2531 2420 404 186 306 216 1940 134 111 480 427 188 1861 345 311 53 52 1516 839 83 164 98 812 114 380 90 47 677
is_linear=0
shrinkage=0.00140032


Tree=849
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 4 2 2 1 2 50 52 49 2 1 1 150 3 12 4 1 157 4 49 16 16
split_gain=1141.91 184.482 91.8567 78.1226 67.9008 50.5549 43.4656 42.1453 33.7403 29.6345 33.7163 26.1995 18.8447 22.2874 15.4728 15.2486 13.9931 13.7467 13.397 11.8427 10.951 10.9921 10.7435 13.0918 10.7179 8.81061 8.4232 8.50526 8.32269 7.6491
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 -0.35136499999999998 1.0000000180025095e-35 0.13501500000000002 0.089625000000000024 0.090425000000000019 0.041865000000000006 -0.52606999999999993 -0.054984999999999992 -0.0091949999999999983 0.13075500000000004 0.11654500000000001 1.0000000180025095e-35 -0.13927999999999999 0.09141500000000001 -0.51843499999999987 0.12000500000000001 -0.069619999999999987 0.42642000000000008 -0.054984999999999992 -0.007794999999999999 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 24 12 -4 -8 -11 20 22 17 -6 -2 -17 -14 -5 26 21 -7 23 -1 -3 -24 27 -12 -29 -27
right_child=1 4 8 18 14 11 9 -9 -10 10 19 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 29 -28 28 -30 -31
leaf_value=0.0050600044961363827 0.0040780965352741763 0.0018319826020898162 0.00369239954073383 0.0023616684374087641 0.00058392373569261238 0.0042159186381611879 0.0036263231291738477 0.0049196653590814999 0.0021768941453959448 0.0032823553313624247 0.0024742001139694278 0.0027257247319118212 0.0028675555954888439 0.002618740002272817 0.0016585951341020909 0.0023896415432070437 0.0034874493320280107 0.0038912358573228749 0.0012865191161885881 0.0015219410110252176 0.0028609271559443357 0.0036399354512084057 0.0030732461760451797 0.0040885839507541705 0.00096299675507082307 0.0039721282965852036 0.0028161727264941821 0.0020160957811187221 0.0010676636508832708 0.0033430931719313096
leaf_weight=21 49 31 34 61 85 58 20 76 61 30 34 48 21 25 26 22 80 272 24 77 23 326 20 1132 66 281 22 44 20 32
leaf_count=21 49 31 34 61 85 58 20 76 61 30 34 48 21 25 26 22 80 272 24 77 23 326 20 1132 66 281 22 44 20 32
internal_value=0 0.00211833 0.00389434 0.00299294 0.00166469 0.00394215 0.0019322 0.0040304 0.00271929 0.00220375 0.00207842 0.00357753 0.00399293 0.0037236 0.000835649 0.00351917 0.00325067 0.00381787 0.0020581 0.00189507 0.00367799 0.00372693 0.00405057 0.00410628 0.00124071 0.00385769 0.0021345 0.00198147 0.00171971 0.00390782
internal_weight=0 691 2430 236 455 2335 344 1880 95 247 227 455 1804 318 111 151 102 293 85 197 407 384 1486 1153 97 333 120 98 64 313
internal_count=3121 691 2430 236 455 2335 344 1880 95 247 227 455 1804 318 111 151 102 293 85 197 407 384 1486 1153 97 333 120 98 64 313
is_linear=0
shrinkage=0.00121906


Tree=850
num_leaves=31
num_cat=0
split_feature=1 11 52 51 14 51 1 43 12 15 41 43 1 12 3 0 15 4 156 52 13 50 15 4 475 160 157 1348 133 49
split_gain=15.3792 4.04839 3.27644 2.4996 2.34411 3.67765 2.75179 2.91152 2.42276 2.3278 4.30518 3.51766 2.71829 3.36852 8.18675 2.5718 2.55055 7.50725 5.04808 4.17212 2.2231 2.14332 2.05121 3.42894 1.99178 1.97984 1.96097 2.08853 1.86003 1.80586
threshold=0.10312500000000001 -1.0000000180025095e-35 -0.52606999999999993 -0.42247999999999991 -0.073114999999999986 -0.065634999999999985 0.13707500000000003 0.084740000000000024 0.11734000000000001 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.08864000000000001 0.088435000000000014 -0.087909999999999988 -0.23091999999999999 -0.0079099999999999986 -0.46376499999999993 0.013700000000000002 0.077655000000000016 -1.0000000180025095e-35 0.09524500000000001 -0.24436499999999997 0.50644500000000015 -0.0034549999999999993 -0.076689999999999994 -0.07797999999999998 0.091105000000000005 0.087435000000000013 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 5 25 7 8 22 11 -11 -1 16 14 -14 -16 24 -18 19 -19 -17 -7 23 -6 -13 -5 -24 28 -28 -8
right_child=1 2 3 4 6 21 29 -9 -10 10 -12 12 13 -15 15 20 17 18 -20 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00014184892599596608 -0.00075525292112651435 0.0021054314395607559 0.0023176885122886729 0.001707262595546408 -0.0012436690903710821 0.0033235672470459483 -0.00067062507495425276 0.0025492287857710027 0.0024209999524964065 0.0019511844266583765 0.003351801815177571 0.0023215395871503206 -0.001482479576043228 0.0020312262250759927 5.2092019872893175e-05 0.0011579075706313283 0.0025536584230738675 0.0018368376007516821 -0.00096170566109117701 -0.00040597268473825811 0.0023071863045748624 0.0016680468162056921 -0.0001477196510307996 0.00088461890774604629 0.0018428277358005273 -6.4235377213166611e-05 0.0014917184335629372 -0.00014365459253538437 0.00053729912557956192 0.00062847821857697328
leaf_weight=25 20 67 30 21 20 24 25 24 21 1068 42 218 21 96 23 79 63 56 26 21 51 36 22 46 602 26 188 20 47 93
leaf_count=25 20 67 30 21 20 24 25 24 21 1068 42 218 21 96 23 79 63 56 26 21 51 36 22 46 602 26 188 20 47 93
internal_value=0 0.00114875 0.00120238 0.00110828 0.0010491 0.00162615 0.00092707 0.00110158 0.00100614 0.00186034 0.00200418 0.00173571 0.00176743 0.00138594 0.00102993 0.00137477 0.0018719 0.00138683 0.000673137 0.00122516 0.00160878 0.00233025 0.000919511 0.000239683 0.0019701 0.000727285 0.00108149 0.00118754 0.00130083 0.000353244
internal_weight=0 730 710 643 613 107 506 388 364 2391 1110 1281 1256 270 174 153 986 166 103 77 130 60 343 66 820 47 277 255 235 118
internal_count=3121 730 710 643 613 107 506 388 364 2391 1110 1281 1256 270 174 153 986 166 103 77 130 60 343 66 820 47 277 255 235 118
is_linear=0
shrinkage=0.00429114


Tree=851
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 1 4 2 14 16 2 1 11 1 150 4 2 4 43 2 4 15 52 16 3 159 43 2
split_gain=1129.69 137.687 128.82 79.0856 73.6628 56.6044 41.5526 36.2493 34.168 33.8947 26.687 23.7313 21.6414 17.6283 16.6276 22.4591 29.974 15.5798 13.7386 11.5334 9.95408 22.5948 9.59383 9.19248 9.69435 8.5222 8.13375 8.47029 7.64898 7.28981
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13712500000000002 0.085505000000000012 0.09253500000000002 0.40124500000000002 0.089885000000000007 0.076175000000000007 -0.061854999999999993 0.13754500000000003 0.091450000000000017 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.49041500000000005 -1.0000000180025095e-35 0.042705000000000007 -0.08076499999999999 0.11177500000000001 -0.036839999999999991 0.040760000000000005 -0.07167999999999998 -0.12029499999999999 -0.11171999999999999 0.0089800000000000019 -0.080324999999999994 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 9 12 -4 22 10 13 -8 17 -1 15 19 -17 -3 -15 26 -2 -22 -5 24 -16 -21 -11 -28 -9 -14
right_child=1 6 7 8 -6 -7 11 28 -10 14 -12 -13 29 18 23 16 -18 -19 -20 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0040578898991234244 0.0015873169016510709 0.0022406992182620643 0.0035804055804422434 0.0042080940619323012 0.0023784962034463018 0.0026186793621741202 0.0015349681128495746 0.0023539367742568839 0.0021912935208228722 0.0033338981305902375 0.0048095743706317289 0.0028449320172093725 0.00095555596414556045 0.0028200796032202325 0.0042428235127461552 0.0035216139470800934 0.001846547123001327 0.0012538567244258154 0.0037944452408320895 0.0037471877541931002 0.0031461994219655078 0.001981325474135702 0.0033916108749606085 0.0048999738232014776 0.0033046553267283281 0.0032572739708558143 0.0038200752040696822 0.0042859209312361432 0.0015247187269625737 0.00023556547025847249
leaf_weight=1128 44 30 34 29 45 47 39 56 29 41 58 37 75 22 62 55 20 82 205 98 29 108 62 20 20 97 441 61 21 26
leaf_count=1128 44 30 34 29 45 47 39 56 29 41 58 37 75 22 62 55 20 82 205 98 29 108 62 20 20 97 441 61 21 26
internal_value=0 0.00200658 0.00380702 0.00256122 0.00386364 0.00389178 0.00142891 0.00257273 0.00329885 0.00391748 0.00403125 0.00217271 0.00116351 0.00399794 0.00374178 0.00368583 0.00307493 0.00151819 0.00370001 0.00374792 0.00207218 0.0022279 0.00365181 0.00418772 0.004014 0.00350349 0.0038357 0.00387668 0.00212779 0.000770212
internal_weight=0 590 2531 301 2420 2375 289 111 120 2328 1413 76 213 1355 915 813 75 112 227 738 181 137 91 102 82 195 543 502 77 101
internal_count=3121 590 2531 301 2420 2375 289 111 120 2328 1413 76 213 1355 915 813 75 112 227 738 181 137 91 102 82 195 543 502 77 101
is_linear=0
shrinkage=0.00117172


Tree=852
num_leaves=31
num_cat=0
split_feature=1 3 0 15 1 1456 157 474 15 4 160 16 12 12 13 403 4 12 124 12 42 151 4 16 15 41 16 52 0 1212
split_gain=16.484 3.37639 3.49604 2.90597 3.41296 3.70803 2.97474 2.75506 2.70075 4.52094 4.57331 2.89299 2.61414 3.01903 2.70962 2.4917 2.06684 2.01126 1.83859 1.83468 2.5369 1.87695 2.29651 2.16072 4.17406 1.82004 2.29917 2.3221 2.05642 2.15049
threshold=0.10920500000000001 -0.053259999999999995 0.034820000000000011 0.024640000000000006 0.08864000000000001 -0.071109999999999993 -0.0091799999999999989 0.10607000000000001 -0.0079099999999999986 -0.17966999999999997 -0.081969999999999987 -0.0013749999999999997 0.09202500000000001 0.094070000000000015 -0.068269999999999983 -0.021474999999999998 -0.036839999999999991 0.097825000000000009 0.091025000000000009 0.088795000000000013 0.091545000000000015 0.086470000000000005 -1.0000000180025095e-35 0.19444000000000003 -0.0072999999999999992 0.07677500000000001 -0.16927999999999996 0.048770000000000008 -0.084044999999999995 0.10654500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 17 4 8 -6 -5 15 12 -10 -11 -12 -1 14 -14 -7 -2 18 -3 20 21 22 23 24 -17 26 27 -8 29 -28
right_child=1 2 -4 6 5 7 25 -9 9 10 11 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0021751173932454352 0.0025550130089359861 0.001149460119366692 -0.0006833683143936003 0.0035289881952395635 0.0031902639877859915 -0.00016785871790292898 0.0018335870099980137 0.0029286201694764115 0.0021297845865252607 -0.00084034419692010504 0.00011834998805880569 0.002132989825935861 0.0015929101264636927 0.001858762920116579 -0.00058847602124139948 0.0012709567691851005 0.0013405782494411277 -0.00011311031764804641 -0.00011031855233216072 0.0017943569782435274 -0.00032322164912497236 -1.0034933409389785e-05 0.0019959649823352165 0.0020551936447086839 -0.00078684142149754079 0.0029858357154398337 0.002416822137576477 -1.7578259726362308e-05 0.0019090965993765134 0.00093643175238395835
leaf_weight=574 33 295 27 26 22 22 34 20 82 26 22 36 24 217 20 69 144 31 24 119 21 20 76 30 26 37 313 21 690 20
leaf_count=574 33 295 27 26 22 22 34 20 82 26 22 36 24 217 20 69 144 31 24 119 21 20 76 30 26 37 313 21 690 20
internal_value=0 0.00106831 0.00083418 0.00190081 0.00176908 0.00144045 0.00206545 0.00134493 0.00190861 0.0013987 0.000685028 0.00136882 0.00200998 0.00164679 0.000601371 0.00126223 0.001567 0.000951248 0.00105468 0.00134938 0.00113057 0.00126872 0.00139596 0.00103115 0.00070777 0.00203132 0.00199856 0.00112678 0.00204543 0.00232791
internal_weight=0 554 377 2567 1426 425 1141 403 1001 166 84 58 835 261 44 383 177 350 319 361 242 221 201 125 95 1115 1078 55 1023 333
internal_count=3121 554 377 2567 1426 425 1141 403 1001 166 84 58 835 261 44 383 177 350 319 361 242 221 201 125 95 1115 1078 55 1023 333
is_linear=0
shrinkage=0.00437696


Tree=853
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 4 16 1 0 49 1 1 50 47 1 4 0 1 13 1 1 15 1 2
split_gain=1644.84 258.489 131.239 123.908 85.5482 76.7116 63.8448 48.7639 42.5883 42.0846 41.4424 38.6454 28.5333 21.2062 32.6244 19.9277 15.4312 14.8275 14.7513 14.3959 12.5694 18.0839 13.6216 11.9579 11.0799 10.8382 10.4012 9.32869 8.68813 8.54084
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.10497000000000002 0.13501500000000002 0.062655000000000016 0.09253500000000002 -0.062539999999999984 -0.5315899999999999 0.086920000000000011 -0.097024999999999986 -0.054984999999999992 0.12958500000000003 0.12000500000000001 0.041865000000000006 0.081320000000000017 0.076935000000000017 -0.053309999999999989 -0.019414999999999998 0.13075500000000004 0.043850000000000007 0.11654500000000001 0.122715 -0.089964999999999976 0.14699000000000004 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 17 16 12 13 -4 -9 -7 29 19 -2 -8 -3 27 -15 22 -22 -14 -5 -16 -13 -17 28 -6 -1
right_child=1 4 10 23 18 8 7 11 -10 -11 -12 25 20 14 24 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004705088234374993 0.0028128613809047685 0.0016622977858304683 0.0040525147408371478 0.0022370386566959157 0.00095449316102071363 0.0025922792337587778 0.0041354403090763355 0.0034508861466834143 0.0028426806610118739 0.0055782895652319283 0.0022448196586186868 0.0019375398465553766 0.004165263667087883 0.0028964902723369263 0.004520378195187422 0.0043300751576424911 0.0025660439481758179 0.00054347016456708207 0.0013341110869198461 0.0042191704493533301 0.0048739168114593301 0.0036892659332495095 0.0033354354938020135 0.0011349627582294382 0.0038221382965338171 0.0012590473755968621 0.0033085459858996319 -0.00054145214497403938 -2.5682886155640643e-05 0.0044737523939420674
leaf_weight=837 23 30 34 60 31 20 24 24 48 71 63 101 368 38 328 100 20 66 26 23 89 30 38 24 45 69 21 22 32 416
leaf_count=837 23 30 34 60 31 20 24 24 48 71 63 101 368 38 328 100 20 66 26 23 89 30 38 24 45 69 21 22 32 416
internal_value=0 0.00205332 0.0043826 0.00319581 0.00146795 0.00444466 0.00180149 0.00216789 0.00403426 0.0045831 0.00287844 0.00188344 0.0041392 0.00454121 0.00428983 0.00393877 0.00342208 0.000893104 0.000464346 0.00339521 0.00419813 0.00457527 0.0040876 0.00192216 0.00443614 0.00166215 0.00415278 0.0001983 0.000456626 0.00462828
internal_weight=0 673 2448 228 445 2351 334 238 593 1758 97 194 545 1687 434 144 44 96 111 61 525 119 406 84 373 170 121 85 63 1253
internal_count=3121 673 2448 228 445 2351 334 238 593 1758 97 194 545 1687 434 144 44 96 111 61 525 119 406 84 373 170 121 85 63 1253
is_linear=0
shrinkage=0.00131955


Tree=854
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 14 2 1 1 2 1 150 2 2 2 2 0 49 11 50 47 14 52 150 481 0 3
split_gain=1823.78 269.891 171.845 145.98 90.1734 69.1813 64.0127 63.4636 53.4608 42.5345 41.5738 26.5528 25.4233 24.8301 24.3345 20.5944 14.3353 13.5509 16.2363 18.7363 13.0412 11.9523 10.9167 10.5979 9.83158 9.1046 8.7083 8.17262 7.43536 7.42133
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.099185000000000009 0.27287000000000006 0.27834500000000006 0.14285500000000004 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.089770000000000016 0.090050000000000005 0.16175000000000003 1.0000000180025095e-35 -0.0091949999999999983 0.088850000000000012 0.10912000000000001 -1.0000000180025095e-35 -0.12333499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.08461500000000001 0.10350500000000001 -0.45687499999999998 0.40674500000000008 0.085075000000000026 -0.010159999999999999 -0.026509999999999995 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 8 7 23 20 11 14 -5 16 15 24 21 -13 25 18 29 -20 -3 -6 -9 -4 -7 -1 -26 -18 -11 -2
right_child=1 5 6 10 9 13 -8 22 -10 28 -12 12 -14 -15 -16 -17 27 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.011147147121380529 0.0088760536055134363 0.0083628886846065873 0.010947427451797748 0.010455149421129408 0.010536446433923806 0.0080969348770050294 0.0087514843905300132 0.0066257003301206799 0.012015279510118894 0.0098498815893609971 0.0087824732358111231 0.009647236558592686 0.0094957517116572542 0.0060694004287298702 0.0094203857181900368 0.01084944405132179 0.011307710652201755 0.0083264053397684081 0.0087949335463560589 0.010308345559211365 0.0094597252493084025 0.011180096043600334 0.0078701284887745145 0.010214747969645017 0.0071046425421203603 0.010353742271963349 0.0079823255718447644 0.010826701084483139 0.0088869416120737742 0.0078258664432904381
leaf_weight=935 20 24 71 34 343 24 34 22 76 22 63 23 26 25 27 267 59 138 31 20 49 49 20 50 105 22 20 476 26 20
leaf_count=935 20 24 71 34 343 24 34 22 76 22 63 23 26 25 27 267 59 138 31 20 49 49 20 50 105 22 20 476 26 20
internal_value=0 0.00856842 0.00923814 0.0108343 0.0108948 0.00767854 0.0102294 0.00841221 0.0110137 0.0104153 0.00936877 0.0109716 0.0106506 0.00719365 0.0105398 0.0107541 0.0110396 0.00856721 0.0089324 0.00938843 0.00909912 0.0106169 0.00721829 0.0106447 0.00738228 0.0111289 0.00724507 0.0108797 0.00932829 0.00835096
internal_weight=0 673 384 2448 2351 289 155 115 1884 467 97 1808 316 174 419 290 1492 229 91 51 73 392 42 121 149 957 125 535 48 40
internal_count=3121 673 384 2448 2351 289 155 115 1884 467 97 1808 316 174 419 290 1492 229 91 51 73 392 42 121 149 957 125 535 48 40
is_linear=0
shrinkage=0.00121906


Tree=855
num_leaves=31
num_cat=0
split_feature=1 4 150 15 1 12 11 3 14 0 2 15 16 51 1 49 12 12 4 0 1452 15 3 43 43 13 49 13 43 400
split_gain=24.5677 4.45914 3.55549 3.37778 4.13118 3.72696 3.08616 3.0428 2.75052 2.67257 2.48768 2.46667 4.07255 4.12121 4.17513 4.69547 2.57282 2.69836 2.29862 2.12895 1.95329 1.93839 2.96918 3.50571 2.26405 3.38402 1.99649 2.29195 1.88576 1.96907
threshold=0.10920500000000001 0.27287000000000006 0.084680000000000019 0.024640000000000006 0.08864000000000001 0.087925000000000017 0.075910000000000019 -0.087909999999999988 0.078235000000000013 -0.026509999999999995 0.25063000000000007 -0.0079099999999999986 0.083160000000000026 -0.057604999999999996 0.078340000000000007 -1.0000000180025095e-35 0.092200000000000018 0.094070000000000015 -0.49013999999999996 -0.13843999999999998 0.087755000000000014 -0.56368999999999991 -0.13309499999999996 0.10366000000000002 -0.072864999999999985 -0.061684999999999997 -1.0000000180025095e-35 -0.071554999999999994 0.0051600000000000005 -0.065974999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 11 7 28 -6 -8 19 21 16 13 -13 15 -15 20 -18 -14 -2 -1 -3 -23 24 25 -24 -26 -28 -5 -30
right_child=1 10 -4 6 5 -7 8 -9 -10 -11 -12 12 18 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 26 -27 27 -29 29 -31
leaf_value=0.002618614617271049 0.0013635172869781347 0.0023072039925908666 0.0011145238659955121 0.0026366511457302376 0.00042310606330124513 0.0024204491839328341 0.0044746911112672335 0.0018025751042594935 0.0027433332827673639 0.0010847408693726898 -0.00017251095997809332 3.8533449414294799e-06 0.0031549859149196573 0.0027006098420937906 0.0034599039646953911 -5.326118570964978e-06 0.0012009461227777652 0.0023667587281333831 0.0015690445296631769 0.0025798792009100267 0.0035981490386921043 0.0020583610859775444 0.0013780167369307596 -0.0005377498623098943 0.00030438336625704669 -0.00065497376178013159 0.0010632181845708767 0.0024594562950098959 0.0034699600365314491 0.0021209376884929049
leaf_weight=541 30 25 82 826 31 172 27 222 37 34 24 26 53 20 21 24 40 217 22 133 37 44 30 26 20 26 40 40 20 231
leaf_count=541 30 25 82 826 31 172 27 222 37 34 24 26 53 20 21 24 40 217 22 133 37 44 30 26 20 26 40 40 20 231
internal_value=0 0.00146883 0.00183621 0.00242654 0.00229271 0.00195201 0.0025938 0.00163355 0.00347375 0.0021366 0.00109612 0.00243736 0.00197817 0.00139168 0.00194681 0.00122464 0.00252865 0.00218531 0.00268978 0.00235601 0.00268132 0.00121742 0.00109687 0.000864419 0.00109811 0.000434128 0.00146995 0.00176134 0.00254151 0.00222843
internal_weight=0 554 279 2567 1426 425 1141 253 64 197 275 1001 166 91 65 44 835 257 75 163 578 251 226 182 156 56 100 80 1077 251
internal_count=3121 554 279 2567 1426 425 1141 253 64 197 275 1001 166 91 65 44 835 257 75 163 578 251 226 182 156 56 100 80 1077 251
is_linear=0
shrinkage=0.00412451


Tree=856
num_leaves=31
num_cat=0
split_feature=1 3 155 157 48 51 47 4 0 2 11 12 41 3 3 16 14 12 16 15 42 13 4 4 40 12 4 40 151 1
split_gain=19.9503 4.95363 3.63668 2.8124 3.31592 2.88532 3.31967 2.69481 2.66265 2.42134 2.57181 2.67646 6.48649 2.40383 6.67924 2.31241 2.23132 2.57951 3.59867 4.64927 2.1075 2.56866 2.24755 2.05058 2.60462 2.02016 1.90613 1.76163 1.92764 1.72096
threshold=0.10312500000000001 0.31370500000000007 0.10158500000000002 -0.09416999999999999 -0.089099999999999999 0.10876000000000001 0.078345000000000012 0.40124500000000002 -0.062764999999999974 0.10060500000000001 1.0000000180025095e-35 0.085785000000000014 0.077565000000000009 -0.10831999999999999 -0.16726499999999997 -0.034884999999999992 -0.47013499999999991 0.11527000000000001 -0.42170999999999997 -0.42198999999999992 0.11839500000000001 -0.089109999999999981 0.181285 0.40473500000000007 -0.0061149999999999998 -0.42850999999999995 0.060330000000000002 -0.063404999999999989 -0.064619999999999983 0.12656000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 16 9 -7 10 -1 15 -13 14 -11 -12 -6 18 29 -20 21 -15 26 24 -8 -3 -23 -21 -29 -18
right_child=1 25 -4 4 5 8 23 -9 -10 13 11 12 -14 20 -16 -17 17 -19 19 27 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022526977173493862 -5.3923755860139017e-05 0.001400943378995692 0.0024954363690236391 0.0031691628566333828 0.0022988064660815462 0.002777033402669638 0.0034593646885686903 0.00077622654219833265 0.00098581479677908716 0.0022253388507941273 0.0028260909739299539 0.0036294703098709736 0.00076261964772754399 0.001202895853010369 -0.00076257667859272623 0.004666259007811163 0.0018530716965834677 0.0021519528871483903 -0.0011379428159405992 0.0013963453933997186 0.0012277016658533962 0.002364378846206576 0.0034073680594409205 0.00079375101818491038 0.0018295838709344889 0.0001814062507198768 0.001435763661965056 0.0013565051540609908 7.7732794673490973e-05 0.0007454552300763794
leaf_weight=1847 20 35 65 20 26 48 22 22 20 35 26 29 25 40 20 21 75 32 24 56 45 206 29 21 69 68 46 29 65 35
leaf_count=1847 20 35 65 20 26 48 22 22 20 35 26 29 25 40 20 21 75 32 24 56 45 206 29 21 69 68 46 29 65 35
internal_value=0 0.00143409 0.0015718 0.00146497 0.00152102 0.00145787 0.0013392 0.0022131 0.0022502 0.00222644 0.00228774 0.00292861 0.00230222 0.0019428 0.00113882 0.00364829 0.00113736 0.0010418 0.000916716 0.000547563 0.00206362 0.0021808 0.00232 0.0019555 0.0022236 0.000595812 0.00219487 0.000817244 0.000472248 0.00150065
internal_weight=0 730 627 562 542 522 454 2391 68 2369 1948 101 54 421 55 47 342 316 284 174 366 321 281 112 91 103 252 150 94 110
internal_count=3121 730 627 562 542 522 454 2391 68 2369 1948 101 54 421 55 47 342 316 284 174 366 321 281 112 91 103 252 150 94 110
is_linear=0
shrinkage=0.00412451


Tree=857
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 15 4 0 0 1 4 4 0 2 12 3 11 13 4 2 3 50 4 52 16 49 47 2
split_gain=1089.15 129.853 124.867 72.9053 59.5242 54.2892 43.0217 33.2802 33.0639 31.0756 22.3518 21.9228 20.0876 19.8129 19.5811 23.9864 19.4064 17.6422 17.0324 16.4551 15.6842 14.8268 12.9874 12.8499 12.6743 12.6732 12.0733 11.2726 10.7984 9.82174
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.04735000000000001 0.024640000000000006 0.27287000000000006 -0.076579999999999995 -0.23194499999999998 0.12958500000000003 -0.16363499999999997 -0.059649999999999988 -0.066689999999999985 0.092235000000000025 0.13597000000000004 0.013900000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.27834500000000006 0.099185000000000009 -0.14847999999999997 0.041865000000000006 0.024790000000000003 -0.52606999999999993 -0.44310499999999992 -1.0000000180025095e-35 0.10019500000000002 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 25 8 9 12 19 18 -1 -10 -5 21 15 27 22 -15 -4 28 26 -12 -11 29 -21 -2 -8 -14 -3 -7
right_child=1 5 6 7 -6 23 20 -9 11 16 13 -13 14 17 -16 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051639175740792846 0.0043109078288279343 0.0018367488305081566 0.0042803665649558667 0.0039207049664923589 0.0021060481297118039 0.00094705271852681496 0.0042098206832246977 0.0044226488398698433 0.0020568797710510144 0.0044714197100730142 0.0046631054611546586 0.0010956800101958577 0.0028771547396805237 0.0037550153117184215 0.001654963134922961 0.0023801336511861493 0.0027992792752493129 0.0025446699206958896 0.004909765778050564 0.0034595007231021427 0.0026111488050303299 0.0033814898774865388 0.0038955183431902017 0.0017158593525091359 0.002225174514433245 0.0033256286387517279 0.0035714059206103967 0.0039593318758183336 0.0028157801761762046 -3.6868259720394178e-05
leaf_weight=22 28 74 1316 21 74 51 67 21 73 76 53 80 32 76 29 92 23 26 73 32 21 20 368 23 23 84 165 30 24 24
leaf_count=22 28 74 1316 21 74 51 67 21 73 76 53 80 32 76 29 92 23 26 73 32 21 20 368 23 23 84 165 30 24 24
internal_value=0 0.00211182 0.00402539 0.00339561 0.00298874 0.00170809 0.0041514 0.00290234 0.0019712 0.00421829 0.003959 0.00155429 0.00274583 0.00380753 0.00261101 0.00279105 0.00393525 0.0034465 0.00431345 0.00238811 0.00366077 0.00431198 0.0039941 0.000886527 0.00294333 0.00357195 0.00375578 0.00340079 0.00207651 0.000632198
internal_weight=0 590 2531 422 186 404 2109 225 306 1856 197 153 204 175 183 154 467 102 1389 153 253 73 444 98 55 112 232 62 98 75
internal_count=3121 590 2531 422 186 404 2109 225 306 1856 197 153 204 175 183 154 467 102 1389 153 253 73 444 98 55 112 232 62 98 75
is_linear=0
shrinkage=0.00126831


Tree=858
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 4 12 1 2 14 4 159 50 3 0 47 47 14 1 150 4 0 49 3 151 16 3 4 16
split_gain=889.416 110.703 106.236 86.4615 57.5631 54.0888 33.1319 32.3518 23.3496 21.6861 18.799 17.62 17.2675 16.6894 14.1987 17.6977 12.7526 11.9666 11.7841 11.3655 10.3187 9.65349 9.0489 8.86959 12.2274 8.8279 8.79616 10.4744 8.74201 8.71761
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.092390000000000014 -0.16363499999999997 0.095330000000000012 0.12958500000000003 0.11389000000000002 0.076175000000000007 0.23246000000000003 0.084250000000000005 0.086295000000000011 -0.14186499999999996 -0.030209999999999997 0.091680000000000011 0.077555000000000013 0.062655000000000016 0.12765500000000005 1.0000000180025095e-35 0.052250000000000012 -0.060129999999999996 -0.063424999999999981 -0.013929999999999998 -0.082829999999999973 0.10994000000000002 0.090900000000000009 -0.036839999999999991 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 12 9 -7 10 -5 17 21 14 20 -3 -9 -16 23 18 26 28 22 -4 -2 24 -8 -25 27 -1 -6 -23
right_child=1 13 7 8 19 6 16 11 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 29 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039239710365061159 0.0036663440214180923 0.0010177363519762832 0.004425938432027595 0.0024142112286881031 0.0046983915105142686 0.004313942133416758 0.0022469400463162505 0.004777405946836219 0.0014947976451356252 0.0027399397377066317 0.0052556017800792099 0.0029312159613121384 0.001826113689605609 0.0022065619998879959 0.0040997052459500428 0.0031931042763150715 0.0035646590563933539 0.0048886273269854617 0.0049802853211578972 0.0030036747721008425 0.0023711956052307991 0.0042402996941498777 0.0026302308508305539 0.0028848236920103764 0.0035253400407870049 0.0019028765810711419 0.0044489962295531336 0.002984976479218878 0.0038178588993529336 0.0034523690596284851
leaf_weight=93 37 103 1381 116 30 31 23 49 88 22 47 25 37 27 420 43 31 33 20 21 41 111 26 27 33 43 38 28 64 33
leaf_count=93 37 103 1381 116 30 31 23 49 88 22 47 25 37 27 420 43 31 33 20 21 41 111 26 27 33 43 38 28 64 33
internal_value=0 0.00236134 0.00419642 0.00267128 0.00319218 0.00357997 0.00304237 0.00431977 0.0020176 0.00401188 0.0044172 0.00403455 0.00261579 0.00126465 0.00408842 0.00401551 0.0027913 0.00414387 0.00400657 0.00389889 0.00289673 0.00439136 0.00323874 0.00260103 0.00300028 0.00228163 0.00388409 0.00370668 0.00409888 0.00405973
internal_weight=0 590 2531 460 256 422 188 2109 204 234 1572 537 141 130 512 463 157 212 179 115 104 1525 63 126 56 70 159 121 94 144
internal_count=3121 590 2531 460 256 422 188 2109 204 234 1572 537 141 130 512 463 157 212 179 115 104 1525 63 126 56 70 159 121 94 144
is_linear=0
shrinkage=0.00134594


Tree=859
num_leaves=31
num_cat=0
split_feature=1 3 3 49 456 150 0 4 2 0 15 12 4 40 123 160 123 13 14 30 2 4 16 1 0 1444 4 1445 1213 1212
split_gain=24.6531 4.44863 3.48176 3.73109 4.2067 3.85064 3.12638 2.52776 2.48381 2.93932 2.43492 2.64509 2.33748 2.04503 2.99757 2.04246 2.01192 1.94641 2.28534 2.12806 2.5561 2.32606 3.49184 1.82281 1.74778 1.62175 2.36929 1.68616 1.64038 2.18193
threshold=0.10920500000000001 -0.053259999999999995 -0.07359499999999998 0.14705000000000004 0.060100000000000008 0.10980500000000001 0.034820000000000011 0.24564500000000003 -0.0091949999999999983 -0.068944999999999992 -0.15914499999999995 1.0000000180025095e-35 -0.036839999999999991 -0.084904999999999994 0.087260000000000018 -0.54200499999999985 0.12294500000000001 -0.28558999999999996 -0.073394999999999974 0.087020000000000014 0.090310000000000015 -0.029144999999999997 -0.059624999999999991 0.14173500000000003 -0.04917499999999999 -0.083894999999999983 -0.51843499999999987 1.0000000180025095e-35 0.12389500000000002 0.11534000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 7 4 5 8 13 10 9 -4 -1 -12 -2 14 -3 -10 17 18 -15 20 -19 -22 -23 -20 -14 -13 -27 28 29 -28
right_child=1 6 3 -5 -6 -7 -8 -9 15 -11 11 25 24 16 -16 -17 -18 19 23 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0032953050067251102 0.0027436294024204369 -0.00059251986404082794 0.0021137705802802237 0.00065461613981198014 0.0036316017500636149 0.00063793569708527227 -0.00021061686448046741 0.0015585331675078617 0.0031982944719675826 0.0001469853486767453 0.0011567165148687029 0.001272234266222856 0.0019334157607040065 0.0020720722271532748 0.0014142050002053019 0.0020621461810673165 8.4496597183887233e-05 0.0029012360907025949 0.0010455632658579615 0.0006890851150188436 0.0027766500431828283 0.0018316277218308689 0.00032810219620927933 -0.00019125717051415489 0.0010521237002169915 0.0036316860144915693 0.0022986821540110208 0.0033632458488941398 0.0028431235144230531 0.001355974620145326
leaf_weight=38 33 23 24 31 24 31 27 68 25 22 30 22 89 21 22 544 20 26 54 32 20 70 35 27 55 21 1545 23 81 38
leaf_count=38 33 23 24 31 24 31 27 68 25 22 30 22 89 21 22 544 20 26 54 32 20 70 35 27 55 21 1545 23 81 38
internal_value=0 0.00130233 0.00220637 0.00197283 0.00203383 0.00197447 0.00106369 0.0022941 0.00204184 0.00117313 0.00232192 0.00230091 0.00181062 0.00116199 0.000388546 0.00211206 0.00127611 0.00135973 0.00092951 0.00159953 0.00179247 0.00156184 0.00133045 0.00063329 0.00159681 0.00232075 0.00233425 0.0023181 0.00230366 0.00227605
internal_weight=0 554 2567 701 670 646 377 1866 615 46 1798 1760 177 350 45 569 305 285 102 183 151 125 105 81 144 1730 1708 1687 1664 1583
internal_count=3121 554 2567 701 670 646 377 1866 615 46 1798 1760 177 350 45 569 305 285 102 183 151 125 105 81 144 1730 1708 1687 1664 1583
is_linear=0
shrinkage=0.00388662


Tree=860
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 159 12 4 4 14 0 12 0 2 4 15 2 1 2 1 150 43 11 0 160 0 40 0 147
split_gain=961.222 118.457 104.471 82.8231 61.3115 43.9586 36.6834 35.9968 30.1333 26.3296 17.6806 16.954 16.663 16.0365 19.9404 15.8701 19.6208 12.956 12.8603 11.7476 11.1671 10.7712 10.6384 10.5309 12.064 14.1379 9.99532 9.4623 9.33172 8.62275
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.082585000000000006 0.090285000000000018 -0.17966999999999997 0.033845000000000007 0.076175000000000007 -0.23194499999999998 0.13597000000000004 -0.067094999999999988 0.10252500000000002 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.122715 0.14285500000000004 0.16540500000000002 1.0000000180025095e-35 -0.013199999999999998 0.080455000000000013 -0.066089999999999996 -0.0080249999999999991 -0.13455999999999999 -0.074429999999999982 -0.23001499999999997 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 29 19 10 -6 12 26 -1 23 14 27 17 -17 -13 -2 21 -7 22 -5 24 -9 -26 -4 -10 -29 -3
right_child=1 5 7 6 8 20 -8 9 13 -11 -12 15 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0042806249991875654 0.0032480296717548405 0.001780644305452998 0.0028017977710850829 0.0018207635488095876 0.0034886336922855519 0.00085569535837569225 0.00096764999317218664 0.0034589807811545607 0.0022453468645335351 0.0028891182599446123 0.0043251488947808397 0.0039096020744854637 0.0025239499436598822 0.0015004174552323377 0.0019385763414606874 0.0031913490548423238 0.0020121400871506048 0.0028028019469442779 0.0023416271022797613 0.0012966841602770848 -6.5184969559961618e-05 0.0017512982412472699 0.0027955926836009796 0.0038725606380235682 0.0021820918399816252 0.0032336210257991982 0.0035996447981285692 0.0025258423843786972 0.0034709004923413871 0.00096245202139396877
leaf_weight=22 83 112 22 22 31 130 58 573 31 171 46 53 29 33 72 76 26 20 29 22 21 41 51 67 21 107 1073 26 32 21
leaf_count=22 83 112 22 22 31 130 58 573 31 171 46 53 29 33 72 76 26 20 29 22 21 41 51 67 21 107 1073 26 32 21
internal_value=0 0.00170525 0.00336603 0.00221104 0.00283384 0.00116026 0.00174787 0.00347251 0.00241594 0.00330631 0.00361351 0.00331115 0.00339583 0.00224452 0.00239704 0.00318927 0.00289077 0.00360637 0.00301334 0.00208061 0.000727626 0.00223189 0.00250181 0.00342875 0.00338633 0.0030611 0.00358361 0.00276794 0.00304725 0.00165146
internal_weight=0 590 2531 306 422 284 194 2109 225 968 1141 197 797 194 161 175 102 73 112 136 151 114 73 768 701 128 1095 89 58 133
internal_count=3121 590 2531 306 422 284 194 2109 225 968 1141 197 797 194 161 175 102 73 112 136 151 114 73 768 701 128 1095 89 58 133
is_linear=0
shrinkage=0.00117172


Tree=861
num_leaves=31
num_cat=0
split_feature=1 2 133 10 2 15 1 12 3 1 41 15 11 151 16 0 4 4 43 12 157 133 13 0 12 2 50 13 15 48
split_gain=24.2707 4.43776 3.5955 6.24904 3.66446 3.43184 3.93485 3.71458 3.65582 2.82993 2.70367 2.42974 5.5877 3.58241 4.18745 3.27365 2.6387 2.29302 2.31881 2.67018 3.15666 2.27023 2.7044 3.11568 2.15962 3.50683 2.1582 2.09489 2.81688 2.09475
threshold=0.10920500000000001 0.13622000000000004 0.085635000000000003 0.10223 1.0000000180025095e-35 0.024640000000000006 0.08864000000000001 0.087215000000000015 -0.087909999999999988 0.11374000000000002 0.075585000000000013 -0.11033999999999998 0.077695000000000014 -0.085164999999999977 -0.015314999999999997 -0.11173999999999999 0.053925000000000008 0.0033150000000000007 -0.14386499999999997 0.091625000000000012 -0.076119999999999979 -1.0000000180025095e-35 -0.071554999999999994 -0.22491999999999998 -0.42850999999999995 0.31358000000000003 0.10517000000000001 -0.061684999999999997 -0.07879499999999999 -0.035774999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 6 11 8 -8 -2 -7 -1 13 14 -13 16 -15 18 -17 26 -21 -6 -23 -24 -3 -26 -20 -4 -29 -10
right_child=1 24 27 -5 21 10 7 -9 29 -11 -12 12 -14 15 -16 17 -18 -19 19 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0025356645490953911 0.0035415819284853886 0.0019031869585529383 0.0014107390078004379 -0.00030747901803332905 0.00036081470946951769 0.0022179440986627519 6.8128704291355225e-05 0.0020848541363245325 0.00057790019349034452 0.002017294004952905 0.003141919391253154 0.0041735381355027627 0.00017243642658177236 -6.9029685023148319e-05 0.0023482229176875558 0.0031796730827112888 0.0018883116096011154 0.001711188336791881 0.0024666010573204562 0.0003796570253097507 0.0019508361555830777 0.00095791034040748765 0.00095744563720152312 0.0027204743684197236 0.00083323870066802504 -0.00067588758378347037 0.0016618602485564981 -0.00078799139861033 0.0011630619343291665 0.0016781451617318625
leaf_weight=161 21 20 36 22 26 1093 28 180 29 112 48 22 23 20 107 32 20 215 234 24 82 52 22 43 130 27 61 22 21 188
leaf_count=161 21 20 36 22 26 1093 28 180 29 112 48 22 23 20 107 32 20 215 234 24 82 52 22 43 130 27 61 22 21 188
internal_value=0 0.00122165 0.00145532 0.00164692 0.00180271 0.00210106 0.00197644 0.00166925 0.00136391 0.00225797 0.00225681 0.00210686 0.00202467 0.00207681 0.00265952 0.00196756 0.000909641 0.00203286 0.00219258 0.00211381 0.0015951 0.00137928 0.0016056 0.00212376 0.000723931 0.000573707 0.0023002 0.000732596 0.000164849 0.00153111
internal_weight=0 554 377 298 276 2567 1426 425 245 133 1141 1001 840 817 129 688 40 648 433 401 106 143 117 65 177 157 295 79 43 217
internal_count=3121 554 377 298 276 2567 1426 425 245 133 1141 1001 840 817 129 688 40 648 433 401 106 143 117 65 177 157 295 79 43 217
is_linear=0
shrinkage=0.00381041


Tree=862
num_leaves=31
num_cat=0
split_feature=1 52 3 1 12 4 1 12 2 4 457 14 12 4 2 14 43 12 47 2 34 2 15 52 4 16 42 0 43 3
split_gain=1150.85 140.058 120.255 97.0853 60.688 58.431 57.1043 37.314 33.6494 31.1891 28.885 28.4004 32.6949 26.996 18.9265 14.0402 13.4477 17.5417 12.6904 12.5496 13.4919 11.5489 10.1392 10.1132 8.87243 8.85498 9.80932 10.5817 8.62135 13.9288
threshold=0.10752500000000002 -0.40306999999999998 -0.066704999999999987 0.13471500000000003 0.088105000000000003 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.13404500000000005 0.40473500000000007 0.094310000000000019 0.076175000000000007 0.051320000000000005 -0.069389999999999993 0.089885000000000007 0.062655000000000016 0.0010100000000000003 0.089410000000000003 0.077555000000000013 0.13754500000000003 -1.0000000180025095e-35 0.14122000000000004 -0.087894999999999987 -0.56176499999999996 0.053180000000000012 0.0057500000000000008 0.084050000000000014 -0.076234999999999983 -0.04890499999999999 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 21 11 8 -8 15 -6 24 12 -1 -5 25 18 23 -18 -4 20 -15 28 -21 -16 -9 -14 -27 -28 -3 -30
right_child=1 3 6 13 9 -7 7 10 -10 -11 -12 -13 14 19 16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0028500595273173671 0.0041977154642708833 0.001535839526576453 0.003888139001349729 0.0024180336740407429 0.0036659096247386325 0.002079303829999728 0.0022414874920763136 0.0042269239593696675 0.0026775479508765096 0.0019732923371195144 0.0020058916448977234 0.0053133312040545399 0.0045076161591321015 0.00035584781826748058 0.0050005358193857125 0.0052329552752176656 0.0024934189829879374 0.0039680471089827887 0.004862336141339828 0.00056897788055643638 0.0016171734818150425 0.00091059344943776306 -0.000578024920418043 0.004209688934458106 0.0031575906692034692 0.0047351675768509405 0.004134425567845516 0.0029912659128541446 0.0024803627276014234 0.0014464841400208621
leaf_weight=31 52 91 251 21 68 24 90 58 41 35 21 65 1096 30 37 21 20 119 32 74 45 30 21 474 23 37 68 23 81 42
leaf_count=31 52 91 251 21 68 24 90 58 41 35 21 65 1096 30 37 21 20 119 32 74 45 30 21 474 23 37 68 23 81 42
internal_value=0 0.00191451 0.00417401 0.00169383 0.00215299 0.00433881 0.00356207 0.00292523 0.00391649 0.00309075 0.00352853 0.00436634 0.00433403 0.000859648 0.00435857 0.00408358 0.00415766 0.00375587 0.0039983 0.000667142 0.00111264 0.00175713 0.00031543 0.00426695 0.00392329 0.00446527 0.00410267 0.0038455 0.00187581 0.00212733
internal_weight=0 590 2531 538 347 1994 537 192 345 103 102 1970 1905 191 1874 304 650 139 283 170 75 244 95 511 81 1224 128 91 214 123
internal_count=3121 590 2531 538 347 1994 537 192 345 103 102 1970 1905 191 1874 304 650 139 283 170 75 244 95 511 81 1224 128 91 214 123
is_linear=0
shrinkage=0.00145689


Tree=863
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 0 49 4 1 150 1 4 1 50 0 156 1 1 40 1 2 48 52 3
split_gain=1355.85 217.285 122.976 97.5312 75.5173 70.8404 48.9418 43.5666 40.2481 38.6986 38.2359 22.3218 29.1346 25.4243 21.8788 19.1317 18.2173 16.7944 13.8624 13.4105 12.6825 12.0981 12.0482 11.953 11.3106 9.4187 9.18839 9.01497 7.71072 7.31995
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083135000000000014 1.0000000180025095e-35 0.122715 -0.15464999999999998 0.13436000000000001 0.041865000000000006 -0.079119999999999982 -1.0000000180025095e-35 0.076935000000000017 0.13075500000000004 -0.077714999999999992 0.12958500000000003 0.31358000000000003 0.089965000000000017 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 11 24 25 -4 15 12 14 20 -1 22 28 -10 -19 26 -13 -22 -7 -5 -3 -9 -6 -23 -2 -16
right_child=1 4 9 23 19 10 -8 8 17 -11 -12 13 -14 -15 29 -17 -18 18 -20 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038146714286364826 0.0039286219428580826 0.0012836801993305663 0.0034744918193402507 0.0020035528472828312 0.00035887197373824095 0.0034699597752914889 0.0049190204005330551 0.0031729369725759294 0.0026429753578202154 0.001828416464228577 0.0023493118070055017 0.0040500304463412622 0.0044397232409322772 0.0033531269148555252 0.0020762760792261466 0.0025085348620426532 0.0025121252065434976 0.0015885134569793939 0.00062067210599063343 0.0011456533464053755 0.0046920343701956132 0.0037883487954411019 0.0039843300977239699 0.00096525330915681626 0.00042932024761214332 0.0020975525091750198 -0.00057413605871451951 0.0029311432321455556 0.0032844494343122954 0.0029638589359818474
leaf_weight=46 59 46 34 60 51 300 76 34 20 63 48 1140 35 106 20 27 29 150 27 23 22 368 92 24 50 20 24 20 56 51
leaf_count=46 59 46 34 60 51 300 76 34 20 63 48 1140 35 106 20 27 29 150 27 23 22 368 92 24 50 20 24 20 56 51
internal_value=0 0.00178464 0.00377745 0.00277171 0.00127891 0.00383405 0.00394152 0.00155113 0.00182361 0.00240539 0.00340052 0.00390043 0.00344439 0.00394229 0.00314664 0.00352095 0.00339284 0.00156292 0.00144088 0.000315033 0.00398258 0.00379502 0.00359068 0.0017069 0.000838701 0.00277465 6.03094e-05 0.00374416 0.00361494 0.00271384
internal_weight=0 673 2448 228 445 2351 1884 347 251 97 467 1808 152 1656 117 419 144 197 177 98 1550 410 392 84 96 54 75 388 115 71
internal_count=3121 673 2448 228 445 2351 1884 347 251 97 467 1808 152 1656 117 419 144 197 177 98 1550 410 392 84 96 54 75 388 115 71
is_linear=0
shrinkage=0.00124344


Tree=864
num_leaves=31
num_cat=0
split_feature=1 3 3 49 456 150 2 4 2 0 2 15 2 16 52 52 0 12 52 0 47 0 3 16 39 12 13 124 0 16
split_gain=30.1487 5.05 4.12526 3.74618 3.62548 3.73463 3.07219 2.87215 2.59612 2.80388 2.56985 2.24808 2.12282 2.16188 2.10841 3.65439 2.09593 2.90937 2.08378 1.9541 3.00761 1.89457 4.75699 5.17153 1.82915 2.44168 2.01193 2.22651 3.19451 2.49441
threshold=0.10920500000000001 -0.053259999999999995 -0.07359499999999998 0.14705000000000004 0.060100000000000008 0.10980500000000001 0.31358000000000003 0.40124500000000002 -0.0091949999999999983 -0.068944999999999992 0.11411 -0.41942499999999994 0.10005000000000001 0.51222500000000004 -0.23798499999999997 -0.16675999999999999 -0.14920999999999998 1.0000000180025095e-35 -0.034054999999999995 -0.036484999999999997 0.090280000000000013 -0.11173999999999999 -0.12711499999999995 -0.48836499999999994 0.095830000000000012 -0.10022999999999999 -0.28558999999999996 -0.074709999999999985 -0.22491999999999998 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 4 5 8 14 16 9 -4 19 -12 -10 18 -3 -16 -1 -18 -14 20 -2 22 -19 -24 26 -26 -17 29 -29 -28
right_child=1 6 3 -5 -6 -7 -8 -9 12 -11 11 -13 13 -15 15 24 17 21 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0029194250868284297 0.0032232338104880723 0.0021548979300071054 0.0019788125659499769 0.000637112947114411 0.0033371429285511214 0.00064714596821477659 -0.00027508125611897162 0.00097830233432927402 0.0022121772302796578 0.00016866981233653236 0.00197227716035064 0.00062390489567272782 0.0010504575861345344 0.002664316651641557 -0.00052033932140649406 0.00078042969151681063 0.0011286381912102524 0.0028659988972267974 0.0018550364782833281 0.0011729491839246307 0.0017712592791665988 0.002249952921620094 0.0021463476117271618 -0.00048743960305499054 0.0014467056320020108 0.00010064367822719679 0.0017960847541396989 0.00060634164305355988 0.002166583147553326 7.5671280601302029e-05
leaf_weight=57 31 21 24 31 24 31 26 25 324 22 27 43 60 31 21 86 33 25 154 26 50 1686 20 20 28 51 20 23 75 26
leaf_count=57 31 21 24 31 24 31 26 25 324 22 27 43 60 31 21 86 33 25 154 26 50 1686 20 20 28 51 20 23 75 26
internal_value=0 0.00117928 0.00212135 0.00188181 0.0019394 0.00188747 0.000939681 0.00221134 0.00194999 0.00111309 0.0016896 0.00114399 0.00201765 0.0017604 0.00102966 0.000958058 0.00222808 0.00220599 0.00162945 0.00204654 0.00232695 0.0022263 0.00161274 0.000829454 0.00105853 0.000577729 0.00122368 0.00148839 0.0018004 0.000823677
internal_weight=0 554 2567 701 670 646 377 1866 615 46 177 70 569 245 351 330 1841 1784 214 107 81 1751 65 40 309 79 230 144 98 46
internal_count=3121 554 2567 701 670 646 377 1866 615 46 177 70 569 245 351 330 1841 1784 214 107 81 1751 65 40 309 79 230 144 98 46
is_linear=0
shrinkage=0.00366245


Tree=865
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 4 4 14 2 47 1 12 47 0 14 47 49 16 3 1 0 49 1 1 151 13 0
split_gain=1181.25 136.415 130.479 84.6325 74.9969 53.1609 46.6332 40.4896 33.5089 25.0689 21.786 20.8438 19.903 19.7484 18.2185 17.7128 14.6998 14.574 14.5501 13.0916 12.6791 12.8373 12.4153 12.0673 11.0069 11.3617 9.76831 9.66038 9.47916 8.9126
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 -0.16363499999999997 0.090285000000000018 0.27287000000000006 0.033845000000000007 0.076175000000000007 0.11389000000000002 0.090100000000000013 0.12000500000000001 0.13597000000000004 0.091680000000000011 -0.062294999999999996 0.062655000000000016 0.077555000000000013 -0.012034999999999999 0.10994000000000002 0.090900000000000009 0.16175000000000003 -0.11242999999999999 -0.063424999999999981 0.10089500000000001 0.13075500000000004 -0.082829999999999973 -1.0000000180025095e-35 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 19 8 -5 10 12 14 29 17 28 -10 23 24 -14 18 20 -2 21 -1 -7 -9 25 -8 -6 -26 -3 -4
right_child=1 5 7 6 26 22 15 9 13 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0039151711672034172 0.0028439228716591516 0.0019536773582849438 0.0038543378512066635 0.0042986752756937474 0.002463152116343579 0.0013254523678061074 0.0033734505471732143 0.0051386619321955925 0.0023302285041479154 0.0036770597282891311 0.0052614217155658215 0.0029012904597667723 0.0036205763967683369 0.0013691668141582632 0.0032429697416256559 0.0034880450119930428 0.0022960910717748436 0.0050872522637575111 0.0048031808150622484 0.0039321552514478856 0.0045045008719982677 0.0029736398325704099 0.00028449195502841036 0.0042016576489676428 0.0027086733023321628 0.0022724313131925059 0.0015170008940328028 0.0017783033223360426 0.0027929356215604809 0.0044269967972354251
leaf_weight=93 20 70 42 31 50 90 30 21 48 171 46 22 33 94 29 31 20 22 31 92 38 28 21 747 27 26 24 43 28 1053
leaf_count=93 20 70 42 31 50 90 30 21 48 171 46 22 33 94 29 31 20 22 31 92 38 28 21 747 27 26 24 43 28 1053
internal_value=0 0.00224471 0.00416016 0.00354139 0.00310861 0.00184698 0.00293232 0.00428398 0.00211916 0.00410059 0.00443956 0.00403073 0.00251894 0.00169403 0.00419146 0.00266253 0.00312077 0.00414793 0.00403917 0.00373783 0.00389021 0.0036973 0.00112851 0.00422728 0.00245943 0.00286226 0.00215629 0.00213716 0.00219347 0.00440503
internal_weight=0 590 2531 422 186 404 188 2109 293 968 1141 234 151 142 797 157 53 212 190 112 159 121 111 768 126 56 74 70 98 1095
internal_count=3121 590 2531 422 186 404 188 2109 293 968 1141 234 151 142 797 157 53 212 190 112 159 121 111 768 126 56 74 70 98 1095
is_linear=0
shrinkage=0.00121906


Tree=866
num_leaves=31
num_cat=0
split_feature=1 4 123 44 4 150 2 457 2 2 133 43 151 1 2 0 402 4 12 48 48 4 4 0 12 1 43 151 16 0
split_gain=29.6898 4.92283 3.99638 3.75189 3.53249 3.45612 2.95295 2.67042 2.44261 2.422 1.99989 2.83058 1.887 4.79593 3.10632 2.32489 3.08781 2.38354 2.34519 2.24303 4.11215 2.31709 9.43269 3.14488 2.71711 2.22027 2.59541 2.62327 2.93769 2.2334
threshold=0.10920500000000001 0.27287000000000006 0.08128500000000001 1.0000000180025095e-35 0.042705000000000007 0.084680000000000019 0.13913500000000004 0.29113500000000009 0.25063000000000007 0.14530500000000005 -0.030254999999999994 -0.079914999999999986 -0.086824999999999986 0.084525000000000003 0.085730000000000015 -0.086074999999999985 -0.012254999999999999 0.018150000000000003 0.086095000000000019 0.092475000000000016 0.097690000000000013 -0.17966999999999997 -0.14098499999999997 0.047850000000000011 0.09857500000000001 0.094825000000000007 -0.091784999999999992 -0.085039999999999991 0.013515000000000001 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 9 7 12 -3 -2 -4 -12 13 -1 -15 16 18 25 -14 21 -21 23 -23 -17 -25 26 -18 -28 29 -29
right_child=1 8 10 -5 -6 -7 -8 -9 -10 -11 11 -13 15 14 -16 19 17 -19 -20 20 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0021502246807755592 0.0018796383916199933 0.0008976981169776493 0.0023901207611722076 0.0033221672793437686 0.0017352375586941495 0.00085059382773704966 0.00074903568035093878 0.00089122650784089342 -0.0003013109270539417 0.00068356820911314256 0.0014940313866839332 -3.2907755012207975e-05 0.004102957105554127 0.0016794048587534542 -0.00029784437687497509 0.0035508077924094016 0.0029944838290872082 0.0035063444939726412 0.0024955428175145512 0.00018162979619558065 0.0020758289922616071 -0.00037714716538427673 0.0021129912949321263 0.0025143976142894516 0.0011871436356308178 0.0011524720087620413 0.0034387341345316976 0.001449033346694398 0.00094452039197541514 0.0023058779860719286
leaf_weight=112 172 251 21 31 357 82 20 22 24 25 72 20 22 21 20 31 60 20 25 22 45 20 1012 116 24 23 21 44 25 361
leaf_count=112 172 251 21 31 357 82 20 22 24 25 72 20 22 21 20 31 60 20 25 22 45 20 1012 116 24 23 21 44 25 361
internal_value=0 0.00113398 0.00205053 0.00208093 0.00206505 0.00147002 0.00212204 0.00213546 0.000793057 0.00172785 0.00139031 0.00116209 0.00214899 0.00176559 0.000714893 0.00218034 0.00236433 0.00228937 0.00324795 0.00209327 0.00145385 0.00212888 0.00206473 0.002516 0.00228687 0.00224379 0.00229291 0.00219957 0.00213905 0.00221279
internal_weight=0 554 2567 2454 2423 279 2066 2046 275 197 113 92 2024 153 41 1871 601 554 47 1270 67 1203 1032 171 140 534 511 451 430 405
internal_count=3121 554 2567 2454 2423 279 2066 2046 275 197 113 92 2024 153 41 1871 601 554 47 1270 67 1203 1032 171 140 534 511 451 430 405
is_linear=0
shrinkage=0.00359063


Tree=867
num_leaves=31
num_cat=0
split_feature=1 2 106 3 14 3 2 12 40 0 1 159 0 4 43 4 16 16 402 3 0 150 150 130 4 15 148 132 14 51
split_gain=24.2842 6.57067 3.01381 2.86363 2.79146 2.77432 2.66065 2.65322 2.52421 2.48305 4.78965 2.9266 2.25043 3.54344 3.95218 3.20283 3.16285 2.39057 2.28987 2.07098 2.72189 5.40593 2.00489 1.92393 2.37709 1.85425 1.77026 1.82636 1.68431 2.18358
threshold=0.11846000000000002 0.10672500000000001 0.086340000000000014 0.31370500000000007 0.076975000000000002 0.13524500000000003 0.15361500000000003 -0.42850999999999995 -0.079639999999999975 -0.13455999999999999 0.085110000000000005 0.076905000000000015 -0.076579999999999995 -0.27825499999999997 -0.11720999999999999 -0.111605 -0.082404999999999992 0.15273500000000004 0.091090000000000018 0.097915000000000016 -0.14832499999999996 0.089910000000000018 -0.090724999999999986 -0.0060099999999999989 -0.033174999999999989 0.090455000000000021 -0.043434999999999994 0.019705000000000004 -0.46166999999999997 -0.40274499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 23 9 6 8 -5 -3 10 11 -1 22 14 -14 -15 -17 -16 -18 20 21 -12 -11 -2 -25 -6 -10 -28 -26 -30
right_child=3 5 -4 7 25 -7 -8 -9 26 12 19 -13 13 15 17 16 18 -19 -20 -21 -22 -23 -24 24 28 -27 27 -29 29 -31
leaf_value=0.0029237305946911382 0.00015769063033353715 0.00041533857469097597 0.00065152666967538961 0.0010151853721632712 0.0028732998349110567 0.00057922680231910413 0.00031984069391995172 -0.00020702346130793161 0.0007039328172599741 0.0029415231606474798 0.001972371038471954 0.0013184642546259801 0.00066684832133405718 0.00017091232893398723 0.0034128499977785554 0.00046640656722857373 0.0015597441188999416 0.0021099811965832227 0.00277047105426864 0.0018142673806463207 -0.00027933483119015957 -0.0002232087440808202 0.0018920926295265795 0.0019467930141793626 0.0018153968709435648 0.0018375713689297998 0.0017538888840712742 0.0010549556256051068 0.0017941355958591199 0.00067686971471087162
leaf_weight=31 31 23 26 34 50 47 23 56 25 22 34 24 20 22 20 30 267 104 20 26 24 22 1506 32 23 35 310 52 24 158
leaf_count=31 31 23 26 34 50 47 23 56 25 22 34 24 20 22 20 30 267 104 20 26 24 22 1506 32 23 35 310 52 24 158
internal_value=0 0.00174266 0.00181983 0.00078734 0.00183329 0.00137561 0.00146206 0.0002547 0.00152613 0.00180928 0.00139687 0.00222325 0.00184229 0.00163695 0.0020905 0.00144429 0.00153266 0.00232012 0.00164412 0.000968084 0.000693075 0.00110982 0.0019072 0.000966211 0.00107197 0.00244682 0.00159215 0.00165349 0.000935409 0.000824201
internal_weight=0 2763 2283 358 2257 480 433 90 410 2172 161 55 2011 483 144 339 317 124 287 106 80 56 1528 268 237 85 387 362 205 182
internal_count=3121 2763 2283 358 2257 480 433 90 410 2172 161 55 2011 483 144 339 317 124 287 106 80 56 1528 268 237 85 387 362 205 182
is_linear=0
shrinkage=0.00345121


Tree=868
num_leaves=31
num_cat=0
split_feature=1 2 1 106 4 48 0 48 11 160 0 474 160 41 51 0 47 48 401 1446 159 0 1 3 0 159 131 474 1429 3
split_gain=19.6702 5.32224 2.5251 2.44118 2.46636 3.19389 2.91942 2.89912 2.58909 2.43167 2.69841 2.5531 3.51114 2.4069 2.56273 2.39852 2.21104 2.08939 2.03862 2.26857 2.09708 2.08067 4.17909 4.4244 3.05408 1.96076 2.57063 2.08268 1.83309 2.11338
threshold=0.11846000000000002 0.10672500000000001 0.16773500000000005 0.086340000000000014 -0.082249999999999976 0.093265000000000015 -0.04917499999999999 0.078735000000000013 0.079915000000000014 -0.39198499999999997 -0.076899999999999982 0.10008000000000002 -0.061284999999999992 0.08178500000000001 -0.085989999999999997 0.12411500000000002 0.085505000000000012 0.094275000000000012 0.080190000000000011 0.037915000000000011 0.082585000000000006 -0.10607499999999999 0.085345000000000018 -0.028564999999999997 -0.14454499999999995 0.11361500000000001 0.086300000000000016 0.085295000000000024 0.083810000000000009 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 5 7 8 -1 18 -3 13 12 -12 14 -11 -14 -2 -18 19 20 21 22 24 -24 -6 27 -27 -22 29 -21
right_child=2 9 -4 -5 6 -7 -8 -9 -10 10 11 -13 15 -15 -16 -17 17 -19 -20 28 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022375214942837096 0.00073341176745428524 0.0029452235644187022 -0.00048464574567032016 0.00071478662828915109 0.0033437987935033839 0.00070010030116933041 0.00074126202488339864 0.0037302165478802279 0.0034201514567321254 -0.00049282868362384282 0.00044973505419632109 0.0029475336360889675 0.0019271854277245811 0.0023866309552943981 0.0010652092102026586 0.00054543181701943483 0.0021949193272238704 0.0009628271343447921 0.0023670492413089481 0.0034066278974297006 0.0027983786594757399 0.0018319877065100191 -0.00089613746023275217 0.0012483841323446814 0.0014185610744522649 0.0023222124066689352 0.00047661943429412623 0.0013112113074279317 0.0012896944951065695 0.0022214453964426385
leaf_weight=569 235 20 23 26 25 23 36 24 21 22 42 26 201 20 124 25 42 58 171 37 100 910 21 90 35 34 22 20 24 95
leaf_count=569 235 20 23 26 25 23 36 24 21 22 42 26 201 20 124 25 42 58 171 37 100 910 21 90 35 34 22 20 24 95
internal_value=0 0.00191186 0.000863786 0.00199652 0.00201129 0.00223827 0.00192608 0.00229793 0.00195266 0.00150918 0.00144674 0.00168886 0.00156675 0.00101793 0.000830436 0.00177434 0.000956365 0.00148031 0.0019332 0.0018807 0.00182131 0.00175198 0.0013262 0.000842664 0.00222074 0.00224718 0.00159716 0.00255052 0.0023592 0.00255366
internal_weight=0 2763 358 2283 2257 616 1641 593 1605 480 460 294 268 166 146 226 335 100 1584 1413 1257 1081 171 111 60 176 56 120 156 132
internal_count=3121 2763 358 2283 2257 616 1641 593 1605 480 460 294 268 166 146 226 335 100 1584 1413 1257 1081 171 111 60 176 56 120 156 132
is_linear=0
shrinkage=0.004207


Tree=869
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 2 12 47 1 4 3 14 47 4 49 1 1 50 0 15 1 151 4 11
split_gain=1028.04 119.054 113.668 61.6755 59.4445 49.4643 39.0139 36.502 33.8574 31.159 23.8228 20.3146 15.3366 14.7643 14.3876 14.3058 15.6077 13.8469 13.2041 12.4867 11.3296 11.3363 11.0768 10.9759 10.599 9.84628 9.44983 9.15594 8.86201 8.74192
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.13597000000000004 0.077555000000000013 0.122715 -0.059649999999999988 0.090900000000000009 0.076175000000000007 0.091680000000000011 -0.033174999999999989 -0.063424999999999981 0.10089500000000001 0.12958500000000003 0.041865000000000006 -0.13455999999999999 -0.089964999999999976 0.12000500000000001 -0.082829999999999973 -0.036839999999999991 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 11 8 17 -6 26 22 12 13 29 15 28 -1 -17 24 20 -11 21 -9 -10 25 -4 -7 -3 -22 -2 -8
right_child=1 5 6 -5 7 23 10 18 9 19 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034272759159764432 0.0035471566511736806 0.0016713971469114596 0.0027310614865531024 0.0016879385939419927 0.0033316123488720453 0.0008722086823760892 0.0032445228728804096 0.0027428794770385434 0.0031568388237883161 0.0023666459251479818 0.0028310763880096844 0.0021573884614799472 0.0025224883913107211 0.003814147386218865 0.0022695090015065799 0.0030506214317325758 0.0021312371007881328 0.004003222059858925 0.0027167653191208954 0.001554829235853604 0.0021656186173990241 0.0018226267837310644 0.0021079519283317043 0.0014244209873175561 0.0034463017386913799 7.954639558521854e-05 0.00092395115136291309 0.0014077245211197987 0.0028533624438163308 0.0036301892286541093
leaf_weight=71 30 24 22 74 31 63 701 30 22 23 171 22 29 33 29 83 25 46 31 138 27 26 20 26 1073 22 66 43 53 67
leaf_count=71 30 24 22 74 31 63 701 30 22 23 171 22 29 33 29 83 25 46 31 138 27 26 20 26 1073 22 66 43 53 67
internal_value=0 0.00173526 0.00323048 0.00241057 0.00274722 0.00142435 0.00332718 0.0023201 0.00164404 0.00187492 0.00317655 0.00309038 0.00325067 0.0031872 0.00288802 0.00307162 0.0028378 0.00345496 0.00212037 0.0016708 0.00197364 0.00231562 0.00265737 0.000844451 0.00343193 0.000667049 0.00112327 0.00170006 0.00310413 0.00327817
internal_weight=0 590 2531 186 422 404 2109 188 293 203 968 234 797 212 112 179 108 1141 157 161 126 56 42 111 1095 85 90 70 83 768
internal_count=3121 590 2531 186 422 404 2109 188 293 203 968 234 797 212 112 179 108 1141 157 161 126 56 42 111 1095 85 90 70 83 768
is_linear=0
shrinkage=0.00102006


Tree=870
num_leaves=31
num_cat=0
split_feature=1 2 3 14 123 44 0 1 3 160 13 2 16 4 4 130 394 2 3 51 51 1 12 159 3 2 34 156 42 2
split_gain=19.8426 5.25914 2.43813 2.3058 2.38541 2.43324 3.59082 4.44722 4.21189 3.55302 2.27707 2.56082 2.2012 3.38581 2.35895 2.18883 2.716 2.13015 3.03445 2.66844 2.77215 2.29459 2.05329 1.94515 1.9394 2.13057 2.70052 1.86783 2.23388 1.85922
threshold=0.11846000000000002 0.10672500000000001 0.30112000000000005 0.076975000000000002 0.08128500000000001 0.081805000000000017 -0.13455999999999999 0.085110000000000005 0.097915000000000016 0.085130000000000011 -0.08971999999999998 0.15361500000000003 -0.083539999999999989 0.0049200000000000008 -0.0082299999999999995 -0.050984999999999996 -0.081744999999999984 0.10497000000000002 0.10299500000000002 -0.13782999999999998 -0.093639999999999987 0.10337500000000001 -0.42850999999999995 0.097885000000000014 0.12745000000000004 0.13501500000000002 -0.010024999999999997 0.085790000000000019 0.085465000000000013 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 4 5 6 7 -1 9 -9 -3 -12 29 14 15 -14 -17 18 19 -18 -21 -22 -4 -24 25 26 -2 28 -5 -8
right_child=2 10 22 27 -6 -7 12 8 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002011106298033315 0.00029069292322094224 0.00078724759332076137 0.00098675585024507418 0.0014685261943224079 0.0011506977490164316 0.0029035015027649852 0.0021781059346724944 -0.0010694869511958225 0.0018974960084526737 0.00090335730455817895 0.0015130735680845345 0.00025349066667844464 0.0027264123620344728 0.001064341346872371 0.0021346347334093622 0.00040597974612399109 0.0023991603332095312 0.0026936468931369785 0.00033620984018740497 0.00042847683452096964 0.001699806667441434 0.00068576857124347343 -0.00058908386410419218 0.00075523516203987809 0.0017018296565063881 0.00030410671282801412 0.0013818891323152164 0.0032792808900500865 0.0028544470925062544 0.0017660204071361502
leaf_weight=44 43 88 34 39 95 24 270 24 21 25 369 23 26 108 175 23 65 27 23 25 869 31 42 22 38 75 104 21 26 322
leaf_count=44 43 88 34 39 95 24 270 24 21 25 369 23 26 108 175 23 65 27 23 25 869 31 42 22 38 75 104 21 26 322
internal_value=0 0.00166812 0.000751724 0.00174139 0.00171836 0.00174402 0.00173063 0.0010987 0.000525195 -6.29338e-05 0.00131965 0.00143917 0.00176731 0.00168677 0.00173995 0.00167652 0.00165084 0.00167837 0.00165131 0.00168187 0.00163146 0.00166488 0.000259422 -0.000126974 0.000937284 0.000806416 0.0010627 0.00232969 0.00202289 0.00195396
internal_weight=0 2763 358 2283 2197 2102 2078 114 70 49 480 392 1964 1372 1264 1089 1063 1040 1013 990 925 900 98 64 260 222 147 86 65 592
internal_count=3121 2763 358 2283 2197 2102 2078 114 70 49 480 392 1964 1372 1264 1089 1063 1040 1013 990 925 900 98 64 260 222 147 86 65 592
is_linear=0
shrinkage=0.00366245


Tree=871
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 1 14 2 16 2 1 47 52 3 3 1 0 1 52 0 52 16 0 49 50 42 3
split_gain=945.679 172.103 78.7771 75.1215 54.9414 51.0682 38.2344 30.7261 29.1036 27.6398 22.1044 16.7618 15.7141 14.7289 13.2279 12.8427 11.79 27.2215 10.1803 10.1143 9.28665 8.11092 7.70908 7.26609 7.24233 7.5537 6.74986 9.90599 9.841 11.8833
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.27834500000000006 0.085505000000000012 0.09253500000000002 0.062655000000000016 0.089885000000000007 -0.042349999999999992 0.31358000000000003 0.122715 0.10648500000000001 -0.56176499999999996 0.0041950000000000008 0.11658 0.091450000000000017 -0.22491999999999998 0.13075500000000004 0.12418000000000001 -0.026509999999999995 0.40674500000000008 -0.11118499999999999 -0.11437499999999999 0.10084500000000002 -0.14320999999999998 0.082810000000000009 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 6 9 12 -4 10 18 -9 21 -2 16 -12 -3 -18 23 -17 -5 -6 -7 24 -1 -26 27 -21 29 -29
right_child=1 4 8 20 7 22 -8 11 -10 -11 15 -13 -14 -15 -16 19 17 -19 -20 26 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0042906069410197749 0.0036011718098496095 0.001559964208630409 0.0034819496425586897 0.0021803857706516818 0.00095956842355025623 0.0029777304843542352 0.0020830843148926994 0.001476317546956623 0.0020175597221972069 0.0044771228085546391 0.0042509583399838102 0.0027700472837028462 -1.9418023909360944e-05 0.0025955818080991258 0.0030713986803466201 0.002761375078656785 0.0031643993617934039 0.001715669444983653 0.0035782997231194355 0.0045012612632545556 0.001249075357163981 0.0017002134766560214 0.0019576139069373776 0.0032691131187290844 0.0032954006014147275 0.0038949380984356873 0.0033227594828593933 0.0028414992601334668 0.0037480021410307035 0.0035379598910691358
leaf_weight=72 122 64 34 61 158 22 22 49 61 84 43 24 24 29 20 26 34 54 206 20 24 28 26 30 35 990 149 47 319 244
leaf_count=72 122 64 34 61 158 22 22 49 61 84 43 24 24 29 20 26 34 54 206 20 24 28 26 30 35 990 149 47 319 244
internal_value=0 0.00199229 0.00367381 0.00287117 0.00153643 0.00371987 0.00374704 0.00119284 0.00254166 0.00376321 0.00373571 0.00190165 0.000946437 0.00340805 0.00210175 0.00357562 0.00197417 0.00227541 0.00383755 0.00353955 0.00191743 0.00107106 0.00242517 0.00388494 0.00390178 0.00387447 0.00356552 0.00362294 0.00359414 0.00342547
internal_weight=0 691 2430 236 455 2335 2287 283 95 2265 2181 73 210 151 172 848 152 88 1333 805 85 186 48 1127 1097 1025 779 630 610 291
internal_count=3121 691 2430 236 455 2335 2287 283 95 2265 2181 73 210 151 172 848 152 88 1333 805 85 186 48 1127 1097 1025 779 630 610 291
is_linear=0
shrinkage=0.00126831


Tree=872
num_leaves=31
num_cat=0
split_feature=4 2 12 457 0 0 151 3 394 38 40 14 157 4 16 3 4 15 48 15 0 133 12 52 4 12 16 150 149 48
split_gain=19.9608 6.05602 4.208 3.24806 2.915 4.17551 2.84024 2.6973 2.65635 2.85961 4.96333 2.61169 5.54213 2.59932 2.71127 2.44071 2.5493 2.27038 3.55481 2.85583 1.96579 1.95526 1.93898 1.93988 3.12003 2.30879 1.90018 1.81448 1.8551 2.01129
threshold=0.27044500000000005 0.14285500000000004 -0.010834999999999999 0.29113500000000009 -0.14226499999999997 -0.13455999999999999 -1.0000000180025095e-35 0.42240500000000009 -0.081984999999999988 0.091770000000000004 -0.055059999999999991 0.077685000000000018 -1.0000000180025095e-35 0.0033150000000000007 -0.065999999999999989 0.10299500000000002 -0.39518999999999993 -0.03241999999999999 0.094925000000000023 0.13592500000000005 -0.092089999999999991 0.11667000000000001 -0.10022999999999999 0.039215000000000007 0.50500500000000004 -0.086254999999999984 -0.14158499999999996 -0.013494999999999998 0.079000000000000015 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 -6 -4 22 -1 10 -10 12 -8 15 20 26 -17 18 -3 -19 -15 -16 -2 25 -25 -24 -7 -28 29 -29
right_child=7 17 3 -5 5 13 11 -9 9 -11 -12 -13 -14 14 21 16 -18 19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.002827967425246511 0.0021641668720585945 0.0029305108907881085 0.0017698732741612058 0.00061157042361488804 0.00060506701847550166 0.0030954754954351659 0.0018798291544241238 -0.00020045394339448299 0.0014664433215340589 0.0026180002670951386 -0.00031453973139286979 0.0023678176401937916 0.0046950641725984552 0.0017611903615152827 0.0015211786150772484 0.0019872889022613596 7.5118715484418668e-05 -0.0010558620680760191 0.00035212345611502322 0.0011096736972731416 0.0027014991187114812 0.00010316493046725196 -0.00056816422158871755 0.002652130163786218 0.00081895078081920588 0.00086815916034964878 0.0031586896058264894 0.0021506482012142586 0.0034153236963671216 0.0015897805892880511
leaf_weight=24 26 20 50 29 38 41 21 39 142 27 38 59 37 114 165 34 22 20 21 28 68 21 24 29 46 201 33 1550 21 133
leaf_count=24 26 20 50 29 38 41 21 39 142 27 38 59 37 114 165 34 22 20 21 28 68 21 24 29 46 201 33 1550 21 133
internal_value=0 0.00197663 0.00201411 0.00206765 0.00208519 0.0020436 0.00264305 0.000887392 0.00144952 0.0012897 0.00109046 0.0030162 0.00367575 0.00206843 0.00173271 0.00213579 0.00123608 0.000853466 0.00160987 0.000207367 0.00211251 0.00136108 0.00101753 0.000918159 0.00152778 0.000714951 0.00216413 0.00214214 0.00212246 0.00210633
internal_weight=0 2756 2667 2436 2407 2240 167 365 231 207 180 117 58 2202 368 1834 56 89 41 48 182 186 326 300 75 225 1778 1737 1704 1683
internal_count=3121 2756 2667 2436 2407 2240 167 365 231 207 180 117 58 2202 368 1834 56 89 41 48 182 186 326 300 75 225 1778 1737 1704 1683
is_linear=0
shrinkage=0.00437696


Tree=873
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 2 2 4 2 52 1 2 12 47 15 14 3 12 51 52 16 42 0 15
split_gain=1198.22 204.723 123.976 104.921 74.5233 64.1437 49.6805 47.4195 42.86 36.7574 30.3158 28.2831 24.4283 16.6365 14.9455 12.289 10.9022 20.7814 10.3077 10.1881 9.14902 9.09221 8.70019 8.69256 14.7444 10.9905 10.0536 9.69431 10.6226 8.51535
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.10672500000000001 0.14753000000000002 0.27834500000000006 0.094835000000000017 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.095780000000000018 0.090100000000000013 -0.059484999999999989 -0.23083499999999998 -0.010424999999999999 0.051320000000000005 -0.10056999999999998 -0.066844999999999988 0.0057500000000000008 0.084050000000000014 -0.076234999999999983 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 19 6 8 14 10 12 23 -6 13 -4 -1 -12 18 -18 -17 21 -16 -3 -15 24 -5 -26 -25 -28 -29 -14
right_child=1 2 9 5 11 -7 -8 -9 -10 -11 15 -13 29 22 20 16 17 -19 -20 -21 -22 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=0.0047503346625873098 0.0044031138307228206 0.0027761295495593516 0.0023540644211971096 0.004904463078078727 0.0039860030942716349 0.0020914807688878182 0.0029517338934604894 0.0024637494362165151 0.0053389753543322043 0.0027110931930842985 0.0048855598145265862 0.0025052747962593372 0.0013091051418460508 0.0018589470961251806 0.0040223900123835836 0.0043543023234198005 0.0026794280192523334 0.0042092186913613647 0.0040393679419654807 0.0029423897010518044 0.0029160506830753084 0.0020326373798077329 0.0011123750328556107 0.0045976263092417256 0.0031242887999330614 0.0042346393354991563 0.0047568359625310575 0.0042355048759744702 0.0032031573549952046 0.00046977889498000445
leaf_weight=26 76 33 40 29 77 20 38 67 86 37 43 30 32 41 29 412 23 42 301 32 22 166 72 1100 25 37 39 69 22 55
leaf_count=26 76 33 40 29 77 20 38 67 86 37 43 30 32 41 29 412 23 42 301 32 22 166 72 1100 25 37 39 69 22 55
internal_value=0 0.00240002 0.00215248 0.00433065 0.0026783 0.00439812 0.00441848 0.0032596 0.0044435 0.00151087 0.00440754 0.00357085 0.00132583 0.00163706 0.00395209 0.00421232 0.00417511 0.00366791 0.00422135 0.00226488 0.00354515 0.00215593 0.00138326 0.00452887 0.00414306 0.00378692 0.00455742 0.0042172 0.00398593 0.000778497
internal_weight=0 691 615 2430 338 2286 2266 144 2228 277 2142 107 240 153 77 821 778 65 713 231 51 199 113 1321 91 62 1230 130 91 87
internal_count=3121 691 615 2430 338 2286 2266 144 2228 277 2142 107 240 153 77 821 778 65 713 231 51 199 113 1321 91 62 1230 130 91 87
is_linear=0
shrinkage=0.00129368


Tree=874
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 157 48 47 0 12 402 10 10 3 4 0 10 49 39 149 52 3 1 39 52 1 2 2 4
split_gain=20.4112 5.58169 3.33734 3.97502 4.07908 3.79609 2.88687 2.57147 2.31243 3.17579 2.30845 2.3016 2.5177 3.05261 2.96541 2.28626 2.21657 2.91523 2.16711 2.10207 1.9456 1.80476 1.80036 4.14251 1.76946 1.8515 1.90373 2.77393 3.6274 1.72843
threshold=0.11846000000000002 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.073404999999999984 0.11924500000000002 -0.07797999999999998 -0.024949999999999996 0.085505000000000012 -0.040504999999999992 0.099815000000000015 0.09388500000000001 -0.079859999999999987 -0.3960249999999999 -0.13309499999999996 0.022185000000000003 -0.14454499999999995 -1.0000000180025095e-35 0.10440000000000001 0.089200000000000015 0.078320000000000015 -0.012164999999999999 -0.0049599999999999991 0.095950000000000021 0.098905000000000007 -0.065544999999999978 0.14554000000000003 0.13913500000000004 -0.033169999999999991 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 -6 11 15 20 12 13 -2 -14 -10 -8 -18 -17 21 -3 -19 23 -9 25 -16 27 28 -27 -12
right_child=8 10 3 -5 5 -7 16 22 9 -11 29 -13 14 -15 24 18 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.2604309248016825e-05 0.00074303765418061299 0.0016504596515001778 -0.00040765369212529724 0.0025347976536426696 0.00078308601048492858 0.00070426166917672897 0.00028750430780357213 0.0018558240086365967 0.002360454267529608 -7.7646150768677784e-05 0.0014908496909805257 -0.0005674934548364688 0.0019989376937415738 -0.0011039909105322453 -6.4171443259098147e-05 0.0015723490997942792 0.00044811985245621371 0.0014369241505132909 0.00029620784454481976 0.00091634426424740004 0.002434312230558702 0.0028266701863485883 0.0019135520337246878 -2.2456544114196763e-05 9.4271579694837806e-05 5.8397203993685079e-05 0.0019194296698862941 -0.0002235431855024374 0.0018743765347784948 0.00091842711121490922
leaf_weight=23 21 1792 20 28 37 65 41 41 21 21 294 21 20 20 21 39 38 23 25 30 37 20 178 20 51 20 22 22 34 76
leaf_count=23 21 1792 20 28 37 65 41 41 21 21 294 21 20 20 21 39 38 23 25 30 37 20 178 20 51 20 22 22 34 76
internal_value=0 0.00153999 0.00123971 0.00129337 0.00122561 0.00143989 0.000800792 0.00161314 0.000681334 0.00110062 0.00161701 0.000504968 0.000602464 -0.000157952 0.000766554 0.00139172 0.000959797 0.00120812 0.00107386 0.00160374 0.00166632 0.00208332 0.00174164 0.00123999 0.000621568 0.000847552 0.00104292 0.000789195 0.00120179 0.00137327
internal_weight=0 2763 564 541 513 341 172 276 358 106 2199 252 231 41 190 85 152 111 64 73 1829 43 239 61 170 119 98 76 54 370
internal_count=3121 2763 564 541 513 341 172 276 358 106 2199 252 231 41 190 85 152 111 64 73 1829 43 239 61 170 119 98 76 54 370
is_linear=0
shrinkage=0.00338353


Tree=875
num_leaves=31
num_cat=0
split_feature=4 2 3 49 1375 2 3 1 150 457 3 15 1428 11 472 2 48 42 1444 4 0 160 13 394 160 52 133 401 16 13
split_gain=16.7643 5.3947 4.1816 3.30805 3.37869 2.76974 2.54738 2.36618 2.57148 2.80958 2.25798 1.96681 2.02456 2.08741 2.04045 1.91171 1.96614 1.81644 1.98644 2.58738 2.59713 2.96554 1.81563 1.8147 1.90731 1.79812 1.72725 1.69538 1.76933 2.37073
threshold=0.26790000000000008 0.17025000000000004 -0.074084999999999998 0.14321000000000003 -0.27302499999999996 -0.0091949999999999983 0.30112000000000005 0.11910500000000002 0.090480000000000019 0.090150000000000022 -0.0049599999999999991 -0.15914499999999995 0.08653000000000001 0.096435000000000007 -1.0000000180025095e-35 0.11548000000000001 0.092475000000000016 -0.14609499999999997 -0.083894999999999983 -0.51253999999999988 -0.065229999999999996 -1.0000000180025095e-35 0.10443000000000001 -0.081984999999999988 -0.54200499999999985 -0.53299999999999992 0.087170000000000011 0.089695000000000011 0.0057500000000000008 -0.08971999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 -6 10 8 -2 -10 23 -1 13 17 -14 16 -12 26 -19 -20 25 -22 -23 -7 -25 -21 -13 28 29 -27
right_child=7 -3 3 -5 5 6 -8 -9 9 -11 15 12 14 -15 -16 -17 -18 18 19 20 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0024801716781582385 0.001305822903655614 3.2548774365347954e-05 -2.2461279846791323e-05 0.00034702844697168236 0.00072227627427085906 0.0024039276860110485 0.00066192307738475737 0.00041972655465108048 -0.00058605441810164263 0.0011679089703256523 0.0018762405065132976 0.0026339058225371211 0.0015803951783735215 0.00051593741924004118 0.0029959581478420584 0.0028176342364223247 0.00091464629182353764 0.000428969600571961 0.0027393317202181427 0.0023939036809932242 9.4845267254528868e-05 0.0016056687098009264 0.00036949986770104634 0.002341228500766547 0.0012524027921319949 0.0011459603558296371 0.0014979350179220943 0.0020107948735939535 0.001200773489815149 0.0016872333429926
leaf_weight=39 123 33 23 45 70 23 47 203 25 26 195 47 27 24 30 25 35 20 28 43 31 97 20 24 348 127 31 139 154 1019
leaf_count=39 123 33 23 45 70 23 47 203 25 26 195 47 27 24 30 25 35 20 28 43 31 97 20 24 348 127 31 139 154 1019
internal_value=0 0.00153386 0.00155214 0.00133222 0.00138834 0.00143065 0.00150179 0.000693727 0.00101339 0.000308123 0.00156252 0.00165002 0.00163239 0.0016102 0.00232543 0.00183655 0.00172991 0.00162516 0.00159925 0.00161337 0.00159403 0.00112216 0.00139436 0.00138561 0.00132265 0.00164115 0.00218243 0.00161866 0.00157673 0.00162725
internal_weight=0 2744 2711 835 790 767 697 377 174 51 650 1876 1837 1780 57 255 230 1756 1678 1658 1630 148 117 395 372 1482 78 1439 1300 1146
internal_count=3121 2744 2711 835 790 767 697 377 174 51 650 1876 1837 1780 57 255 230 1756 1678 1658 1630 148 117 395 372 1482 78 1439 1300 1146
is_linear=0
shrinkage=0.0037357


Tree=876
num_leaves=31
num_cat=0
split_feature=4 2 3 49 1375 0 15 2 47 1428 15 2 0 483 40 124 11 34 133 48 49 14 16 15 448 159 0 472 47 16
split_gain=13.5791 4.36971 3.3871 2.67952 2.73674 2.28919 2.37673 2.2164 1.75953 1.89717 1.94554 1.73307 2.22619 3.28476 2.11097 1.69666 1.68464 1.56535 1.63702 1.55767 1.82291 1.69541 1.81509 2.58966 2.10396 3.38584 1.84493 1.49476 1.48566 1.44757
threshold=0.26790000000000008 0.17025000000000004 -0.074084999999999998 0.14321000000000003 -0.27302499999999996 -0.14832499999999996 -1.0000000180025095e-35 0.25063000000000007 0.11043500000000002 0.08653000000000001 -0.15914499999999995 -0.0091949999999999983 -0.13027499999999997 -0.069964999999999986 -0.078349999999999989 -0.072314999999999977 0.096970000000000015 -1.0000000180025095e-35 0.086990000000000012 0.12118000000000002 1.0000000180025095e-35 -0.47071999999999997 -0.4714549999999999 -0.47006499999999996 -0.065209999999999976 0.10620500000000001 -0.084674999999999986 -1.0000000180025095e-35 0.12119500000000001 -0.085589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 -6 19 9 10 -1 17 -13 -14 15 -15 29 18 -7 20 21 -2 24 -24 -23 -26 -25 -11 -10 -12
right_child=7 -3 3 -5 5 11 -8 -9 28 27 16 12 13 14 -16 -17 -18 -19 -20 -21 -22 22 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0025300763558886658 0.0015318471088901792 3.1086955140445489e-05 -2.145247752230334e-05 0.00033144243405303005 0.0014992991523484218 0.0017820957114049482 0.0027710698955243146 -0.00050318411924497365 0.00047566252852808302 0.0016206168715714594 0.0017544931256018889 0.00073011057896508178 9.9305873308911988e-05 0.0016041706758813811 0.0014374043274296548 0.0031627277497186666 0.00046833181985873716 -0.00024750626107281228 0.00034745240922542486 -0.00019209170646303849 0.0014404805523479383 6.6636713962536248e-06 -0.0010571434847447064 0.0015509421065297549 0.001615186309877861 -0.00023434855742594709 0.00019191923173889544 0.002943390135362418 0.0017018057847601508 0.0014989649350723242
leaf_weight=33 32 33 23 45 72 25 34 24 41 25 489 79 27 23 441 21 22 20 25 26 60 31 21 20 70 20 73 29 25 1212
leaf_count=33 32 33 23 45 72 25 34 24 41 25 489 79 27 23 441 21 22 20 25 26 60 31 21 20 70 20 73 29 25 1212
internal_value=0 0.00146497 0.00148242 0.00127239 0.00132599 0.00136639 0.00190723 0.00066257 0.00157591 0.0015991 0.00157659 0.00127966 0.00134952 0.0014451 0.00152002 0.00234803 0.00155833 0.000689837 0.00106477 0.000741828 0.000816084 0.00067577 0.000559198 0.000200254 0.000897377 0.00120418 0.000484182 0.002331 0.000940111 0.00157242
internal_weight=0 2744 2711 835 790 767 106 377 1876 1810 1756 661 591 512 485 44 1723 70 50 353 327 267 235 114 121 90 93 54 66 1701
internal_count=3121 2744 2711 835 790 767 106 377 1876 1810 1756 661 591 512 485 44 1723 70 50 353 327 267 235 114 121 90 93 54 66 1701
is_linear=0
shrinkage=0.00396435


Tree=877
num_leaves=31
num_cat=0
split_feature=4 2 3 12 45 3 4 3 48 48 0 38 40 42 484 43 12 12 12 16 14 1 42 159 480 2 13 52 3 132
split_gain=10.9991 3.53946 3.00127 2.14221 2.11891 1.90501 1.83107 3.32013 3.25065 2.47741 2.10844 1.78496 2.73678 1.9361 1.76604 3.73248 1.71861 1.69493 2.18757 2.08086 3.51093 1.81151 1.59457 1.58902 3.12505 2.28746 1.62501 1.61688 1.96384 1.58645
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 -0.010834999999999999 0.084355000000000013 0.42240500000000009 -0.082249999999999976 0.11296500000000002 0.092475000000000016 0.078735000000000013 -0.019414999999999998 0.091770000000000004 -0.0036699999999999992 -0.011544999999999998 0.085595000000000018 -0.010739999999999998 -0.10022999999999999 0.11903500000000002 0.10016000000000001 -0.42170999999999997 -0.46166999999999997 0.13604000000000002 0.11934000000000002 -0.085489999999999997 0.086930000000000021 0.085155000000000022 -0.084034999999999985 0.10744000000000002 -0.24190499999999995 0.15255000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 16 8 10 9 14 22 12 13 -1 23 -16 -2 18 19 -18 -21 -22 29 -5 25 26 -25 28 -27 -8
right_child=5 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0016972063445018512 0.0014787294202871504 2.5340733363542712e-05 0.00043386300957408809 0.0022702504420268462 0.0021901616201788678 -0.00021130819614209159 0.0012551534521468924 -6.6033451881118918e-05 0.00028654810433242841 0.0025909604061828163 9.8732043806599857e-05 0.0017322246096177891 -0.00021482043417431741 0.00074091713514953198 -0.00041134318185841304 0.0017823194600721491 0.00082872425455492713 0.0015608478689443303 -0.00031102115144145088 0.00096521191511063733 -0.0012758131117157623 0.00016538263163704025 0.00070944750537369763 0.0024832360618148204 2.8344267297405528e-05 0.0021010430992424965 0.0016154406215900998 0.00032080919507455056 0.0012089448178727806 0.0002842288208664791
leaf_weight=35 28 33 63 30 31 39 1575 27 32 24 22 28 31 124 20 20 170 20 39 36 22 23 76 32 20 37 213 22 227 22
leaf_count=35 28 33 63 30 31 39 1575 27 32 24 22 28 31 124 20 20 170 20 39 36 22 23 76 32 20 37 213 22 227 22
internal_value=0 0.00119418 0.00120841 0.00122684 0.00125743 0.000540099 0.00124537 0.00118317 0.00140358 0.001459 0.00120307 0.000885866 0.00076114 0.000951421 0.00141525 0.000685488 0.000626799 0.000549851 0.000480127 0.000603054 0.000129426 -0.000539202 0.0012176 0.0014655 0.00142168 0.00147416 0.00172879 0.00125604 0.00133397 0.00124178
internal_weight=0 2744 2711 2648 2430 377 2399 1722 677 645 1695 218 190 159 621 40 338 310 290 251 81 45 1673 581 551 531 245 286 264 1597
internal_count=3121 2744 2711 2648 2430 377 2399 1722 677 645 1695 218 190 159 621 40 338 310 290 251 81 45 1673 581 551 531 245 286 264 1597
is_linear=0
shrinkage=0.00359063


Tree=878
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 12 2 2 3 14 2 4 47 0 12 50 15 13 1 4 3 2 3 1 4 16 1 151
split_gain=931.182 112.673 103.653 61.7326 53.8975 42.2017 37.02 34.2279 25.1017 29.1866 19.0908 18.6827 17.5836 16.2348 14.2805 13.1282 16.8795 12.2585 10.2691 10.2537 10.2368 9.6636 15.4895 9.50138 13.7862 9.26506 8.42022 7.00337 6.70997 6.65691
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -0.16363499999999997 0.095330000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.076175000000000007 0.11704500000000001 0.061775000000000004 0.077555000000000013 -0.10011499999999998 0.13597000000000004 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.12958500000000003 -0.046564999999999988 0.092670000000000016 0.10444500000000002 -0.0037349999999999996 0.12000500000000001 0.052250000000000012 -0.12029499999999999 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 10 8 -6 11 25 20 -1 26 -2 15 21 -9 -17 18 -7 -11 -10 -12 -23 24 -8 -3 -4 -28 -5 -20
right_child=1 5 7 28 6 17 23 13 9 19 14 -13 -14 -15 -16 16 -18 -19 29 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0028530048530359823 0.0039549402547854103 0.0021943142028128535 0.0043467290458892686 0.002428556533882709 0.0043166935753197648 0.0014089697867085381 0.0025721628023474522 0.0049502411159283851 0.0040075383007066928 0.0018208292864856572 0.0043757638961367694 0.0051760003241502683 0.0025664169682795067 0.0033565943796034095 0.0049033728521481537 0.0040483167795525715 0.0029093051664466291 0.0019139772844018147 0.00095081749027210055 0.0024871384735451812 0.002662061920965656 0.0039382452910997779 0.0026861438173403931 0.0023027373647557287 0.0036325098653386652 0.0012157635941982903 0.0041856131633296557 0.0035176780244254593 0.0015745477351527047 -0.00010058390655873416
leaf_weight=26 95 24 1381 50 31 29 58 27 21 104 58 47 20 73 32 412 25 23 20 70 20 96 22 63 36 65 105 39 25 24
leaf_count=26 95 24 1381 50 31 29 58 27 21 104 58 47 20 73 32 412 25 23 20 70 20 96 22 63 36 65 105 39 25 24
internal_value=0 0.00224047 0.00411814 0.00309389 0.00350922 0.00183509 0.00297258 0.00423998 0.00208077 0.00232961 0.00394037 0.00434019 0.00371346 0.00394661 0.00407629 0.00403943 0.00398316 0.00105712 0.000787157 0.00208888 0.00335121 0.00392591 0.0037048 0.00270719 0.00297825 0.00147964 0.00431443 0.00400471 0.00214389 0.000377326
internal_weight=0 590 2531 190 422 400 188 2109 304 215 234 1572 115 537 208 464 437 96 73 174 41 176 118 157 94 89 1525 144 75 44
internal_count=3121 590 2531 190 422 400 188 2109 304 215 234 1572 115 537 208 464 437 96 73 174 41 176 118 157 94 89 1525 144 75 44
is_linear=0
shrinkage=0.00134594


Tree=879
num_leaves=31
num_cat=0
split_feature=1 2 0 4 11 11 52 2 1 48 48 2 13 43 403 12 49 43 160 0 52 160 0 3 2 400 158 483 4 3
split_gain=11.984 3.37655 2.69573 2.5855 2.45356 4.68746 2.84416 2.28611 1.96556 1.8714 2.6047 1.55225 1.78777 1.46242 1.44419 1.55081 1.60771 1.76626 1.63895 1.52969 1.41838 1.90887 2.47216 1.41111 1.3997 1.4497 1.48989 1.90667 1.71973 1.7661
threshold=0.11846000000000002 0.10188000000000001 -0.13027499999999997 0.42642000000000008 0.080455000000000013 0.085155000000000022 -0.020999999999999994 -0.0091949999999999983 0.16773500000000005 -0.065739999999999979 0.078735000000000013 0.15609500000000001 -0.14179999999999995 -0.080419999999999978 -0.037174999999999993 0.095565000000000011 0.12497000000000001 -0.064334999999999989 -1.0000000180025095e-35 -0.052984999999999997 0.060015000000000006 -0.24191499999999996 -0.061629999999999997 -0.075359999999999996 0.10097500000000002 1.0000000180025095e-35 0.085900000000000018 0.032770000000000007 0.04735000000000001 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 7 -6 -7 13 20 -3 -11 12 -4 -1 19 -16 17 23 -19 -14 -2 -22 -23 -17 25 26 28 -28 29 -9
right_child=8 2 11 -5 5 6 -8 24 -10 10 -12 -13 14 -15 15 16 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00031761243684555284 0.00054611068927958874 0.0014858018307994749 0.00034141478541612895 0.0020576597139718108 0.0035710354895572179 0.002518085049921924 0.00036903047160609826 0.0014955671514212663 -0.00054260576476018773 -0.00086971608735438109 0.00061236739935802099 0.00019609595929437069 0.0013016429956767949 0.0014110068399356094 0.0018159332666531085 0.0014624015605532463 0.00016893456573142024 4.9114758540850226e-05 0.0013544293703540021 -4.1812308226681753e-05 0.00020064174024020948 0.0024856396893975954 0.00081395399888636172 0.0028662763175027754 0.0025925741214574806 0.0021687140019984504 0.0019946282473562861 0.00069812011931536303 0.0010034583647269824 0.00034424565360756431
leaf_weight=46 249 27 27 21 28 20 22 1559 23 26 90 20 46 38 176 29 20 20 90 21 25 27 34 21 20 53 157 22 141 23
leaf_count=46 249 27 27 21 28 20 22 1559 23 26 90 20 46 38 176 29 20 20 90 21 25 27 34 21 20 53 157 22 141 23
internal_value=0 0.00142578 0.00116156 0.000706268 0.00150446 0.00226385 0.00139239 0.00147865 0.000623755 0.000507812 0.000280176 0.00132043 0.0013704 0.000812243 0.00143608 0.00154063 0.00127145 0.00140926 0.0011171 0.00088056 0.000703834 0.0011605 0.00155388 0.00205203 0.00150699 0.00149588 0.00147713 0.00183528 0.00143993 0.00147883
internal_weight=0 2763 634 164 2129 70 42 2059 358 143 116 470 450 84 423 356 180 160 110 67 335 86 61 50 1975 1955 1902 179 1723 1582
internal_count=3121 2763 634 164 2129 70 42 2059 358 143 116 470 450 84 423 356 180 160 110 67 335 86 61 50 1975 1955 1902 179 1723 1582
is_linear=0
shrinkage=0.00412451


Tree=880
num_leaves=31
num_cat=0
split_feature=4 2 3 44 2 12 44 3 4 3 16 48 48 0 484 43 160 480 133 42 160 160 1211 2 133 43 43 16 0 13
split_gain=10.0947 3.03242 2.46832 1.93662 1.93212 1.89763 1.67106 1.62337 1.55793 3.14085 8.09822 2.66561 1.98414 1.92976 1.43262 3.11813 1.40167 2.03924 1.5063 2.26039 2.06904 1.94445 1.92681 1.87339 1.59625 1.55477 3.33814 2.46509 2.41192 2.39166
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 1.0000000180025095e-35 0.25063000000000007 -0.010834999999999999 0.097195000000000017 -0.0037349999999999996 -0.082249999999999976 0.095270000000000007 -0.059624999999999991 0.092475000000000016 0.078735000000000013 -0.019414999999999998 0.085595000000000018 -0.010739999999999998 -0.54913999999999985 -0.095389999999999989 0.089595000000000022 0.11551500000000002 0.089640000000000011 0.10493500000000001 0.11789500000000001 0.095040000000000013 0.55672500000000014 0.0068900000000000012 0.093175000000000022 -0.067914999999999989 -0.082394999999999982 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 7 -5 -1 11 13 -11 12 14 16 -7 -16 -10 -18 19 20 22 24 25 -22 -20 -19 27 -27 29 -28
right_child=4 -3 -4 6 -6 8 -8 -9 9 10 -12 -13 -14 -15 15 -17 17 18 21 -21 23 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0006628294107636608 0.0005531988506843387 3.742406585969278e-05 0.00043563664949119123 0.0026274769039274686 -0.00050082714772411627 0.0013678118546227255 0.0012405365137364928 0.0014489081884302244 0.0018138667414509754 0.0015469697531385548 -0.0012416791649730646 0.00029999432529732265 0.0023747299424041247 7.9420811059922221e-05 -0.00033722624597052443 0.0016677918187444744 -5.9824287688244755e-06 0.0012258837828449138 0.00097281298134377077 4.6358715210227243e-05 0.0014106633553609158 4.8202633268785206e-05 0.0021857046879486916 0.002399786784945799 0.0019907636146674233 -0.00041076708269997619 0.0021165462703540455 0.0011069872487506501 0.00063704358268613958 0.00079988741587275571
leaf_weight=175 341 33 64 21 24 581 24 42 40 29 25 32 24 22 20 20 20 800 366 21 98 28 24 33 21 37 46 22 59 29
leaf_count=175 341 33 64 21 24 581 24 42 40 29 25 32 24 22 20 20 20 800 366 21 98 28 24 33 21 37 46 22 59 29
internal_value=0 0.00111934 0.00113245 0.00114922 0.000483893 0.00113651 0.00188778 0.000814974 0.00116562 0.00110819 0.000255929 0.00131153 0.00136171 0.00113581 0.00132256 0.000665283 0.00114995 0.00113339 0.00114778 0.00121375 0.00123511 0.00096194 0.0011804 0.00165983 0.00102805 0.0011561 0.000866833 0.000155175 0.00118017 0.00160744
internal_weight=0 2756 2723 2659 365 2614 45 217 2397 1720 54 677 645 1666 621 40 1644 1604 1584 1169 1148 415 1017 131 387 993 193 59 134 75
internal_count=3121 2756 2723 2659 365 2614 45 217 2397 1720 54 677 645 1666 621 40 1644 1604 1584 1169 1148 415 1017 131 387 993 193 59 134 75
is_linear=0
shrinkage=0.00359063


Tree=881
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 3 3 4 2 1 13 2 14 52 1 47 0 3 131 3 15 52 52 0 12 4
split_gain=917.811 156.191 88.982 79.2177 62.8843 44.7055 35.096 30.8342 27.5156 25.1788 29.3307 24.354 20.8644 15.0153 14.9224 13.7207 11.3952 10.7837 8.78565 8.47167 7.35265 7.17652 7.15233 6.52496 6.47091 6.36825 5.88182 6.00254 5.49164 5.38585
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13247500000000004 0.09253500000000002 0.062655000000000016 0.30112000000000005 0.076840000000000006 0.40473500000000007 0.089885000000000007 0.13146500000000003 -0.47860499999999995 0.094835000000000017 0.097795000000000007 -0.56176499999999996 0.091450000000000017 0.090100000000000013 -0.22491999999999998 0.51139500000000016 0.091440000000000007 -0.013929999999999998 -0.059484999999999989 0.40674500000000008 -0.016949999999999996 -0.13455999999999999 0.091625000000000012 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 7 19 6 8 15 12 10 13 -6 18 -4 21 -1 -10 -14 25 -3 -19 -11 -2 -15 -17 26 27 -5 -29 -22
right_child=1 2 9 5 11 -7 -8 -9 16 14 -12 -13 17 23 -16 24 -18 20 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0043654434963232552 0.0042702801101128169 0.0019080870913130434 0.0021284258570918538 0.0034178889061494159 0.0037278287297062332 0.0022516643909215647 0.0027926139349038555 0.0023307729835909761 0.0050574441345603805 0.00080325075542251375 0.0025971096325964889 0.0023135799950061938 0.0044916839097495472 0.0013524467859534872 0.00015791400660687183 0.0035816203544170176 0.0038997468531940609 0.0031239518031003447 0.0038662007085011633 0.0026566629373613311 0.003903184733616285 0.0017872875415016363 0.0033280560407408536 0.00064440646050832216 0.0026136008104450572 0.0035587378054393729 0.0042463711463213124 0.0041484450068161004 0.0034849153761386162 0.003637241106126786
leaf_weight=26 54 190 34 27 71 26 41 69 67 29 46 32 45 65 38 29 20 27 203 32 570 25 20 37 22 30 804 235 25 182
leaf_count=26 54 190 34 27 71 26 41 69 67 29 46 32 45 65 38 29 20 27 203 32 570 25 20 37 22 30 804 235 25 182
internal_value=0 0.00217085 0.00194294 0.00394559 0.00241926 0.00400657 0.00402662 0.00298419 0.00404925 0.00137797 0.00166805 0.00328845 0.0040192 0.00135381 0.0008041 0.00356971 0.00479131 0.00385105 0.00412385 0.00201599 0.00381404 0.00125882 0.00401562 0.00109561 0.00316404 0.0041705 0.00418733 0.00402192 0.00408464 0.00383882
internal_weight=0 673 599 2448 325 2302 2276 146 2235 274 182 103 2148 136 92 77 87 824 1324 222 779 54 74 102 51 1121 1091 287 260 752
internal_count=3121 673 599 2448 325 2302 2276 146 2235 274 182 103 2148 136 92 77 87 824 1324 222 779 54 74 102 51 1121 1091 287 260 752
is_linear=0
shrinkage=0.00134594


Tree=882
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 12 4 2 4 2 14 12 15 47 1 4 47 1 14 0 49 1 0 151 2 16 16 484
split_gain=985.913 121.235 102.447 64.5736 62.2719 50.0784 44.5261 35.1594 33.6169 25.4945 23.5433 21.4265 18.5066 18.0647 17.7359 14.5964 14.0946 12.5605 12.354 12.1623 11.6222 11.1677 9.9108 11.669 9.61201 9.365 9.30784 8.92599 8.56198 8.23306
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 -0.025214999999999998 0.090285000000000018 -0.16363499999999997 0.11177500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 -0.42850999999999995 0.13592500000000005 0.091680000000000011 0.12337000000000002 -0.011209999999999999 0.077555000000000013 0.12656000000000003 0.062655000000000016 -0.13455999999999999 -0.063424999999999981 0.10089500000000001 -0.097024999999999986 -0.082829999999999973 0.15950500000000004 0.10994000000000002 -0.073404999999999984 0.080820000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 11 6 19 12 -6 -8 14 18 21 -7 24 22 -2 -11 20 -3 27 -4 23 -10 -9 -24 -15 29 -26 -1
right_child=1 5 7 -5 8 13 9 10 15 17 -12 -13 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0037553176922607823 0.0039204053831679748 0.0019527264849976552 0.0033700365401289202 0.0021400145386816219 0.0041256526581748346 0.001708595550558944 0.0034413728789900538 0.0047427286081707289 0.0034252281168436686 0.0031097640649774237 0.0035420114538185668 0.0027075683368044026 0.0050857519725302624 0.00094758364221053778 0.0029630911186878041 0.0034600268684863164 0.0028685149677505893 0.0020406935873232123 0.0047356496337181289 0.0012576377907155959 0.0048023521973571612 0.0042828974901856715 0.0027558343195615343 0.0022643401250151142 0.0042333493323477899 0.001802790807840947 -0.00012048911819378412 0.0043127387249493939 0.0039534183563790766 0.0028646336440552845
leaf_weight=101 85 80 22 74 31 35 39 35 30 22 171 22 46 35 23 31 27 90 33 82 20 1073 27 26 288 43 21 38 451 20
leaf_count=101 85 80 22 74 31 35 39 35 30 22 171 22 46 35 23 31 27 90 33 82 20 1073 27 26 288 43 21 38 451 20
internal_value=0 0.00221206 0.00403269 0.00305938 0.00346224 0.00182196 0.00206273 0.00414683 0.00291869 0.00255822 0.00396904 0.00389895 0.00429766 0.000993802 0.00406066 0.00268037 0.00366682 0.00225069 0.00402258 0.00160089 0.00389112 0.00426456 0.00248855 0.00288624 0.00409327 0.00217039 0.000547056 0.0037765 0.00406251 0.0036081
internal_weight=0 590 2531 186 422 404 313 2109 188 151 968 234 1141 91 797 157 112 112 212 162 179 1095 126 56 774 70 56 159 739 121
internal_count=3121 590 2531 186 422 404 313 2109 188 151 968 234 1141 91 797 157 112 112 212 162 179 1095 126 56 774 70 56 159 739 121
is_linear=0
shrinkage=0.00126831


Tree=883
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 159 12 4 2 14 47 2 0 12 47 1 147 123 49 3 2 151 4 3 52 0 16 3
split_gain=1011.02 119.1 118.326 86.026 62.2579 39.0132 36.58 35.0009 34.4695 22.7277 18.6979 18.6257 15.8379 14.5596 14.1585 19.5019 14.0594 13.8217 12.337 11.6346 10.9052 12.8797 10.6969 10.6538 10.6124 11.8918 10.4239 9.6278 7.41125 9.85006
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 -0.16363499999999997 0.082585000000000006 0.090285000000000018 0.033845000000000007 0.10855000000000002 0.076175000000000007 0.091680000000000011 0.14285500000000004 -0.097024999999999986 0.13597000000000004 0.077555000000000013 0.16540500000000002 0.088610000000000008 0.084180000000000019 -0.066019999999999981 -0.013929999999999998 0.11177500000000001 -0.082829999999999973 -0.059649999999999988 0.090900000000000009 -0.52606999999999993 -0.13455999999999999 -0.073404999999999984 -0.20241999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 10 18 -6 13 11 14 16 27 20 19 -10 28 24 -7 -3 22 21 -8 -5 -22 -1 -26 -2 -4 -16 -30
right_child=1 5 8 7 6 17 12 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.004726422933103388 0.0048158152988328701 0.0024496492644215878 0.003799655748592928 0.0037563251413849238 0.0045971126256726782 0.0013525446875698483 0.0023046672867636864 0.0014876635483242896 0.0054015562633923332 0.0039361451094194035 0.0032603795356888504 0.0057000321770573287 0.0037982055372542778 0.0017636940349424635 0.0047034299952243954 0.0032132375172090454 0.0053291167067677121 7.870318425154979e-05 0.0012327912750693347 0.0022808254648438225 0.0029881081790259379 0.0037435731463571357 0.002718540844018894 0.0018305116857801741 0.0042635247482395366 0.0031070531144341174 0.0037795523878504378 0.0047732691154801672 0.0050502441699267321 0.0043313983554891366
leaf_weight=67 28 112 22 49 31 130 23 59 37 171 33 46 31 23 289 25 32 21 21 32 27 31 37 45 77 25 78 1073 45 401
leaf_count=67 28 112 22 49 31 130 23 59 37 171 33 46 31 23 289 25 32 21 21 32 27 31 37 45 77 25 78 1073 45 401
internal_value=0 0.00236161 0.0044794 0.00299221 0.00377518 0.00168216 0.00315088 0.00242985 0.00462031 0.00441809 0.00427676 0.00479186 0.00286531 0.00282409 0.0045215 0.00447865 0.00444363 0.00117539 0.00225751 0.00303078 0.00263579 0.00313071 0.00330984 0.00226461 0.00427596 0.00398008 0.00405328 0.00475371 0.00452169 0.00440393
internal_weight=0 590 2531 306 422 284 188 200 2109 968 234 1141 157 141 797 760 201 151 133 118 126 54 86 72 169 102 106 1095 735 446
internal_count=3121 590 2531 306 422 284 188 200 2109 968 234 1141 157 141 797 760 201 151 133 118 126 54 86 72 169 102 106 1095 735 446
is_linear=0
shrinkage=0.00145689


Tree=884
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 2 2 4 0 15 34 457 12 1 4 131 47 16 1 47 475 16 4 1 15
split_gain=1124.22 189.282 113.944 90.5596 67.988 57.7771 38.3353 31.5311 29.4753 28.5963 26.1563 22.2986 19.7128 24.5993 22.578 17.3455 13.9426 12.5142 11.9399 11.3189 11.2881 10.7902 10.5042 10.4034 8.95419 8.56651 8.34014 8.21078 8.76862 8.20136
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10060500000000001 0.062655000000000016 0.10672500000000001 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.13754500000000003 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -1.0000000180025095e-35 0.048635000000000005 0.087765000000000024 0.083345000000000016 0.42051500000000003 0.08844500000000001 0.092710000000000015 -0.0013749999999999997 0.15799000000000005 0.090100000000000013 -0.066784999999999983 -0.12029499999999999 -0.52556499999999995 0.089770000000000016 -0.45963999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 12 -6 11 -5 16 15 13 14 -1 -4 25 27 26 -17 23 -20 -19 -13 -3 -7 -14 -15 -29 -21
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 20 18 17 -16 19 -18 22 21 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0041733316637814748 0.0037448004328906113 0.0016029476611753683 0.00057205013042877471 0.0034184682857721044 0.0034041187114334783 0.0039508299995754462 0.0046798334406646692 0.0018596027740992792 0.0020974567144788452 0.0019751666192787251 0.0024298100602450205 0.00047145073230611938 0.0038381150883097163 0.004762967665806481 0.0026685492712738967 0.00212595613011363 0.0023918358264959747 0.0038333199640802227 0.0021307988713954772 0.0017813483450425231 0.0012944680137002141 0.0033256972827915522 0.0034964721458598017 -0.00054154322970854788 0.0023281579171381289 0.0033991838090653187 0.0030883167315851937 0.0039851817606399087 0.0032352434860907163 0.00071795065185434759
leaf_weight=23 74 190 45 34 73 53 81 30 34 63 48 73 75 21 53 33 20 652 20 20 20 31 193 21 32 311 35 709 26 28
leaf_count=23 74 190 45 34 73 53 81 30 34 63 48 73 75 21 53 33 20 652 20 20 20 31 193 21 32 311 35 709 26 28
internal_value=0 0.00183111 0.0015947 0.00368202 0.00210261 0.00373157 0.00382591 0.00295426 0.000992244 0.00248107 0.00331252 0.000835672 0.00378828 0.00382898 0.00312394 0.0012034 0.00342286 0.00386245 0.00336436 0.00155415 0.000429236 0.00285711 0.00375638 0.000245144 0.00170748 0.00347951 0.00359954 0.003981 0.00395865 0.00116103
internal_weight=0 673 599 2448 325 2351 1919 103 274 97 432 240 1838 1677 76 126 384 1601 161 81 114 51 845 94 222 364 110 756 735 48
internal_count=3121 673 599 2448 325 2351 1919 103 274 97 432 240 1838 1677 76 126 384 1601 161 81 114 51 845 94 222 364 110 756 735 48
is_linear=0
shrinkage=0.00126831


Tree=885
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 16 1 0 1 4 50 1 1 1 15 1 4 0 151 1 2 16 15 15
split_gain=1392.99 221.643 122.717 111.255 71.5761 61.1892 48.9053 48.2863 41.1291 35.5241 32.093 30.6925 18.7872 23.4914 18.0533 17.9916 15.4747 14.7618 13.9636 12.31 12.2044 11.4457 12.8412 10.7131 9.94396 9.7965 8.68405 8.47011 7.81009 10.0296
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.09580000000000001 -1.0000000180025095e-35 0.10613000000000002 0.076975000000000002 0.09253500000000002 0.13501500000000002 -0.5315899999999999 0.089625000000000024 -0.10607499999999999 0.122715 -0.15464999999999998 0.041865000000000006 0.12000500000000001 0.13534000000000004 0.13075500000000004 -0.41942499999999994 0.076935000000000017 -0.016959999999999999 -0.019414999999999998 -1.0000000180025095e-35 0.12958500000000003 -0.0091949999999999983 0.25084500000000004 -0.15914499999999995 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 17 25 12 -4 11 -7 28 -14 -2 -9 20 -3 -17 -5 -6 23 27 -13 -22 -8 -15 -23 -1 -30
right_child=1 4 9 19 16 10 7 15 -10 -11 -12 21 13 26 -16 18 -18 -19 -20 -21 24 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0046183590099671103 0.0037788277003703947 0.0016200658153039101 0.0035710404488237231 0.0020581266298274549 0.00080636129221585287 0.0022024841957307495 0.0033882409586011557 0.00277270606140764 0.0050385473164530556 0.0019939241649162402 0.0026537636559895413 0.0037374361072115858 0.0027674458505158954 0.0031025110596960052 0.0026809926947561299 0.0016634710911267012 0.0013405129575847136 0.0005681082683619943 0.0006247787140188152 0.0010044358566152485 0.00038019898616117729 0.0049674057898517112 0.003357056566908977 0.0030439615014862813 -0.00077715838112473389 0.0022915007099096607 0.0039527957688452343 0.0041081862635349237 0.0039765930423990145 0.004193735025668905
leaf_weight=46 115 30 34 60 29 20 34 20 68 63 48 368 32 20 29 154 23 66 23 24 22 24 27 38 24 20 260 68 592 740
leaf_count=46 115 30 34 60 29 20 34 20 68 63 48 368 32 20 29 154 23 66 23 24 22 24 27 38 24 20 260 68 592 740
internal_value=0 0.00189742 0.00391733 0.00289433 0.00138664 0.00397388 0.00165166 0.00194035 0.00409039 0.00254673 0.00362849 0.00371433 0.00405224 0.00377672 0.00355774 0.00165482 0.000448254 0.000896845 0.0015285 0.00175707 0.000174627 0.00377193 0.00411105 0.00367253 -0.00022364 0.00298204 0.00389206 0.00433233 0.00411462 0.00409723
internal_weight=0 673 2448 228 445 2351 347 251 1758 97 593 545 1690 312 144 197 98 96 177 84 75 525 119 406 46 54 280 92 1378 1332
internal_count=3121 673 2448 228 445 2351 347 251 1758 97 593 545 1690 312 144 197 98 96 177 84 75 525 119 406 46 54 280 92 1378 1332
is_linear=0
shrinkage=0.00124344


Tree=886
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 3 43 4 12 4 4 2 2 52 11 15 11 0 0 47 50 47 14 15 49 3 39 151 16 16
split_gain=961.779 118.807 109.186 66.0569 58.4424 45.8532 36.7939 36.5121 35.1815 31.2072 24.12 22.0785 18.7493 17.4102 16.9922 15.9159 14.3221 13.4542 12.0529 12.0452 11.9599 11.0898 11.1986 10.8534 10.6063 10.7366 10.4691 9.83055 8.50293 8.31981
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.12043500000000001 0.31534000000000006 -0.025214999999999998 -0.16363499999999997 0.090285000000000018 0.41257000000000005 0.033845000000000007 0.11177500000000001 0.11389000000000002 0.056145000000000007 1.0000000180025095e-35 0.13592500000000005 0.080150000000000013 -0.12333499999999999 -0.097024999999999986 0.091680000000000011 0.11266000000000001 0.077555000000000013 0.062655000000000016 -0.42198999999999992 -0.066019999999999981 -0.013929999999999998 0.096625000000000016 -0.082829999999999973 0.10994000000000002 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 9 6 26 -5 14 -2 15 -8 21 -7 17 18 -16 -4 -10 24 -13 22 28 -6 25 -9 -3 -26 -1 -20
right_child=1 5 8 7 23 13 11 19 10 -11 -12 20 -14 -15 16 -17 -18 -19 29 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0035596496325457157 0.0037925259598376644 0.0016918628628921216 0.0031396803364401068 0.0041492628774439134 0.0024994258468411974 0.00029103192107352065 0.0032761102353110944 0.0020380964625715692 0.0049019703758840542 0.0020272040661585646 0.0034853084354979241 0.0018329163258851548 0.0026447103004165317 0.0015738014035650762 0.0055833369821095876 0.002916961725621291 0.0044186209431823723 0.004299230171352468 0.0042469197243170699 0.0032682270333266078 0.0030052981134230904 0.0047487766472237335 0.0048529081544886506 0.0012217519683893848 0.0026100176919059501 0.0033008312759962243 0.00096164877863250619 0.0015412240423632812 0.0043189705299143842 0.0039422556898710982
leaf_weight=121 108 99 20 31 22 59 39 23 35 24 171 91 22 32 37 23 47 1037 288 31 21 33 20 32 27 31 63 45 38 451
leaf_count=121 108 99 20 31 22 59 39 23 35 24 171 91 22 32 37 23 47 1037 288 31 21 33 20 32 27 31 63 45 38 451
internal_value=0 0.00204342 0.00402878 0.00337858 0.00296951 0.00161704 0.00187142 0.00276048 0.00415888 0.00347156 0.00396252 0.00236871 0.00387517 0.000742116 0.00432546 0.0040649 0.00493165 0.00427729 0.00409902 0.00248626 0.00205274 0.00400286 0.00386534 0.00174229 0.00229387 0.002763 0.00140789 0.00194202 0.00374112 0.00406099
internal_weight=0 590 2531 422 186 404 313 188 2109 132 968 151 234 91 1141 797 84 1057 774 157 112 212 179 54 126 54 162 72 159 739
internal_count=3121 590 2531 422 186 404 313 188 2109 132 968 151 234 91 1141 797 84 1057 774 157 112 212 179 54 126 54 162 72 159 739
is_linear=0
shrinkage=0.00140032


Tree=887
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 10 4 2 133 150 3 3 150 13 133 49 39 159 2 133 13 159 483 158 131 2 51 50 4 475
split_gain=31.8197 8.17602 4.02373 5.42986 3.86994 3.33452 3.27242 3.24154 2.85424 4.568 3.5076 9.14842 3.35036 2.71088 3.67213 2.6903 2.46279 2.3334 2.32176 2.6094 2.334 2.13651 2.32356 2.32057 2.12761 2.09246 2.05607 3.63164 3.36197 2.21111
threshold=0.10312500000000001 -0.053259999999999995 0.14262000000000002 0.083555000000000018 0.40124500000000002 -0.062879999999999978 0.41257000000000005 0.092120000000000021 1.0000000180025095e-35 0.083555000000000004 -0.14186499999999996 -0.10831999999999999 0.083250000000000005 -0.07743499999999999 0.087285000000000015 0.11560500000000001 -0.020804999999999994 0.03981500000000001 0.13712500000000002 0.089200000000000015 -0.059629999999999996 0.11389500000000001 -0.070084999999999981 -0.42403999999999992 0.077860000000000013 0.10097500000000002 0.081440000000000026 0.077545000000000017 -0.080744999999999997 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 18 7 -4 -2 15 9 10 -9 -12 13 14 -10 21 -13 25 19 -3 -21 22 -1 -24 26 -18 29 28 -28 -25
right_child=1 2 5 -5 -6 -7 -8 8 12 -11 11 16 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0027077401597036957 0.001868618950650054 0.0012088739549896978 -0.0010577931296384797 0.0027682330074821435 0.00051247510145845067 0.000557685398738605 0.00096235191987918472 0.0024813341054602325 0.0035002804028215935 0.00024110696698795579 -0.00073882174069931706 0.00052135908408165168 0.0032565833643590685 0.0017298262721273515 0.0020282370335336789 0.0010615188572877527 0.0012976824603157394 0.0024374593663729284 0.00034138302885020939 0.0010684949035812972 -0.0005722261367656021 0.0013531407483877501 0.00096387811274189562 0.001237420556019223 0.0024184819843229713 0.0019599344875842811 -0.00010000489032291655 0.0023203382801561421 0.001581374641313864 0.0021377500007475057
leaf_weight=82 196 240 20 21 22 76 66 62 28 28 20 20 26 233 84 31 113 57 68 22 21 45 22 35 239 124 20 56 56 988
leaf_count=82 196 240 20 21 22 76 66 62 28 28 20 20 26 233 84 31 113 57 68 22 21 45 22 35 239 124 20 56 56 988
internal_value=0 0.00114241 0.000863665 0.00102948 0.00198209 0.000221127 0.00164032 0.00199574 0.00181252 0.00161521 0.00171237 0.00156963 0.00203801 0.00194617 0.00239625 0.00208828 0.00171666 0.00179798 0.000925453 0.00106579 0.000267213 0.00210891 0.00213162 0.00209825 0.00211615 0.00164418 0.0020536 0.00164012 0.00113891 0.00210695
internal_weight=0 730 468 372 2391 96 262 2369 795 424 396 334 371 345 112 1574 314 294 351 283 43 1543 1498 1416 1394 237 1155 132 76 1023
internal_count=3121 730 468 372 2391 96 262 2369 795 424 396 334 371 345 112 1574 314 294 351 283 43 1543 1498 1416 1394 237 1155 132 76 1023
is_linear=0
shrinkage=0.00352023


Tree=888
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 15 0 3 151 52 43 3 4 3 4 4 2 15 52 14 16 0 4 3 158 2 39 43 151 158
split_gain=26.1171 7.82016 3.76692 3.10355 3.59474 2.95272 2.27265 2.23969 2.48161 3.89076 2.31282 2.93169 2.23449 2.44777 4.39818 3.42612 3.01067 2.81904 4.09226 2.51453 2.20678 2.1666 2.23231 2.15167 2.11004 2.10428 2.54215 2.14708 1.94528 2.10792
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 -0.42850999999999995 0.035560000000000008 -0.23194499999999998 -0.11171999999999999 0.015440000000000001 -0.061194999999999992 -0.04890499999999999 0.11924500000000002 0.053180000000000012 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 0.040760000000000005 -0.07167999999999998 0.077685000000000018 -0.39185999999999993 -0.26343999999999995 -1.0000000180025095e-35 -0.0043399999999999992 0.085030000000000008 0.085045000000000023 0.10076500000000001 -0.020444999999999994 1.0000000180025095e-35 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 20 -5 7 -1 -4 10 -10 23 21 13 16 15 -15 -3 18 -18 -19 -2 -12 -23 -9 25 -8 27 -27 29 -14
right_child=3 12 5 4 -6 -7 24 8 9 -11 11 -13 28 14 -16 -17 17 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026500814414777917 0.00048372662292142958 0.003173362486938054 9.7891030925062846e-05 0.0010399878156643159 -0.0002947255406646634 0.0019787863368347677 0.00038386833917269074 0.0010474568343881254 0.0013244672887139704 -0.00069479570289886509 0.00075705264111211709 0.00076429970746314782 0.0011843678228387171 0.0015607780610329357 0.0017466769780658932 -0.00011493506365332259 0.001971683900485916 0.0035033634960757011 0.00028526313042232518 0.0019515107963423025 0.0011085653374981188 0.0013462953554054784 0.0024165894782239659 -0.00012237326601053969 0.0025329050688181563 0.0025015427945447016 0.00062640118628037032 0.0014676380986250964 0.0023865596638694259 0.001862640128031928
leaf_weight=22 103 26 29 34 64 36 20 81 21 21 20 49 195 29 1691 25 76 20 20 27 157 37 51 22 20 31 27 77 22 68
leaf_count=22 103 26 29 34 64 36 20 81 21 21 20 49 195 29 1691 25 76 20 20 27 157 37 51 22 20 31 27 77 22 68
internal_value=0 0.00162366 0.00127519 0.000671413 0.000168338 0.00107657 0.00164521 0.000978442 0.001063 0.000314836 0.00118386 0.00143727 0.00171303 0.00175383 0.00171692 0.000784985 0.00213502 0.00194623 0.00162035 0.00261187 0.000861033 0.00174259 0.00196658 0.00079759 0.00151888 0.00138804 0.00153681 0.00176441 0.001439 0.00135974
internal_weight=0 2763 564 358 98 367 197 331 302 42 260 157 2199 1914 1745 54 169 143 96 47 260 108 88 103 175 155 135 108 285 263
internal_count=3121 2763 564 358 98 367 197 331 302 42 260 157 2199 1914 1745 54 169 143 96 47 260 108 88 103 175 155 135 108 285 263
is_linear=0
shrinkage=0.00331719


Tree=889
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 123 394 2 0 4 2 47 0 4 13 149 156 0 0 131 52 1 12 4 49 2 151 2 149 43
split_gain=21.1549 6.33433 3.1285 3.75498 3.40982 4.16348 3.3275 2.72107 2.9591 2.64849 2.60357 2.51794 2.97864 2.50792 2.31699 2.27927 2.37637 4.3117 2.72904 3.25128 2.37765 2.01131 1.85822 1.802 2.12781 1.75996 1.75038 1.72667 1.69604 1.70369
threshold=0.11846000000000002 0.051320000000000005 0.099185000000000009 0.079055000000000014 -0.011209999999999999 0.083855000000000013 -0.08151499999999999 0.085730000000000015 -0.17169499999999996 -0.012509999999999999 0.093320000000000014 0.085505000000000012 -0.040504999999999992 0.42642000000000008 -1.0000000180025095e-35 0.081720000000000015 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.096070000000000016 0.11434500000000002 0.14554000000000003 0.099815000000000015 0.022185000000000003 0.10440000000000001 0.13754500000000003 0.015440000000000001 0.10855000000000002 0.078320000000000015 0.10915000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -5 -9 27 -10 15 23 26 -6 16 17 18 -2 20 21 25 28 -13 -25 -20 -11 -8 29 -3
right_child=11 22 6 7 14 -7 9 8 10 13 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00069785726809005804 -0.00033770760150717564 0.0015742966477889397 -0.00040880782923139998 0.0026215608497258177 0.00076242309002865405 0.0012751163476665195 0.0019878275801977346 0.00092408900612218198 0.0025260858782864023 0.00079359537239492373 0.0013483356069321003 0.0021958389272912879 -8.7229261488784227e-05 0.001665182128543965 0.002153426173644485 0.0015282854497842718 0.0013958317424665886 -0.00093801025645728572 0.00034230122460329038 0.0018490334751291506 0.0014043889798157467 0.0010833066095766474 0.0013538803998372057 0.0015475502106577304 0.00028303208362801143 -0.00074772729240182997 -0.00014099584700299255 0.00098082926238606482 0.0023338516892461593 0.0019949419148659604
leaf_weight=25 41 1674 20 32 26 24 44 56 42 127 44 21 21 32 29 20 22 31 43 22 23 22 370 39 25 28 28 35 37 118
leaf_count=25 41 1674 20 32 26 24 44 56 42 127 44 21 21 32 29 20 22 31 43 22 23 22 370 39 25 28 28 35 37 118
internal_value=0 0.00149052 0.00117062 0.00142622 0.000917584 0.000268497 0.000922174 0.00173024 0.00152938 0.00102225 0.00192352 0.000616357 0.00105388 0.000802805 0.00149586 0.00043232 0.00033784 0.000227003 0.000428765 0.000656486 0.000430313 0.000189412 0.00157256 0.0013358 0.0010536 -8.75692e-05 0.000624766 0.00154169 0.0016168 0.001602
internal_weight=0 2763 564 278 104 49 286 174 142 266 86 358 106 187 55 252 232 210 179 138 116 93 2199 85 64 71 155 79 1829 1792
internal_count=3121 2763 564 278 104 49 286 174 142 266 86 358 106 187 55 252 232 210 179 138 116 93 2199 85 64 71 155 79 1829 1792
is_linear=0
shrinkage=0.00338353


Tree=890
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 4 2 14 49 2 1 50 11 1 1429 51 3 4 15 40 49 1 151 13 52
split_gain=973.524 155.889 81.0042 74.9206 62.0336 51.2177 41.7415 38.482 36.9106 35.4805 37.8954 24.0508 20.6401 15.639 13.5056 12.5637 12.4908 12.1505 11.0433 16.5584 12.2539 10.2642 10.9217 9.63575 9.46383 9.26094 8.96741 8.71666 8.26954 7.51441
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.091265000000000013 -1.0000000180025095e-35 0.09253500000000002 1.0000000180025095e-35 -0.062539999999999984 0.13754500000000003 0.062655000000000016 -0.054984999999999992 0.094835000000000017 0.13534000000000004 0.041865000000000006 1.0000000180025095e-35 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.11171999999999999 -0.0073899999999999999 -0.41942499999999994 -0.077714999999999992 0.088340000000000016 0.13075500000000004 -1.0000000180025095e-35 -0.078704999999999983 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 7 6 12 24 14 -9 -11 17 18 -2 -1 -12 23 21 20 -20 -4 -8 -23 -6 -3 -16 -5 -25 -24 -30
right_child=1 4 5 26 16 -7 11 9 -10 10 15 -13 -14 -15 25 -17 -18 -19 19 -21 -22 22 28 27 -26 -27 -28 -29 29 -31
leaf_value=0.0046515674344048 0.00270718786023455 0.0016787717421178163 0.0044872944531794143 0.0023725939656676965 0.0010535935918538943 0.0019143559447924075 0.0033140291746709708 0.0037748561145565284 0.0023182440122921795 0.0035886172662992731 0.0019988136131864863 0.0028357965742594696 0.0052081428046005197 0.0039895543153585945 0.0026763723912783897 0.00091263049594507905 0.0016231780229547068 0.0046080360663406624 0.0042457354100835622 0.0029533923861676734 0.0035084876205128388 0.004193404565559237 0.0041901487258250575 0.00064367352572497287 0.00076820312190390328 0.0039240344470313328 0.0013213594713303992 -0.00062591888748025654 0.003404017601680063 0.0040149553851495856
leaf_weight=26 24 47 892 61 29 20 46 30 67 31 173 37 64 127 23 26 23 72 484 22 28 357 81 22 50 28 24 24 115 68
leaf_count=26 24 47 892 61 29 20 46 30 67 31 173 37 64 127 23 26 23 72 484 22 28 357 81 22 50 28 24 24 115 68
internal_value=0 0.00220903 0.0041688 0.00316986 0.00171067 0.00423556 0.00425605 0.00199252 0.00310898 0.00228468 0.00209031 0.00398206 0.00439875 0.00378573 0.00379702 0.0018569 0.00068394 0.00403945 0.00436242 0.00418955 0.0044575 0.00397807 0.00402726 0.000395906 0.00120941 0.00336136 0.00207577 -1.87225e-05 0.00380258 0.00363103
internal_weight=0 691 2430 236 455 2286 2266 357 144 260 230 776 1490 151 77 199 98 739 1426 506 920 667 621 75 97 51 85 46 264 183
internal_count=3121 691 2430 236 455 2286 2266 357 144 260 230 776 1490 151 77 199 98 739 1426 506 920 667 621 75 97 51 85 46 264 183
is_linear=0
shrinkage=0.00145689


Tree=891
num_leaves=31
num_cat=0
split_feature=4 12 150 14 43 149 49 3 1 0 2 15 43 160 39 4 1 49 41 4 4 0 2 157 49 16 13 132 133 482
split_gain=21.784 6.24462 3.82759 3.31265 3.47659 3.10207 2.94699 3.34285 2.70023 2.53348 2.50757 2.50311 2.40305 2.96101 2.30705 2.02211 1.80217 1.80789 1.72945 1.70209 7.03607 2.57906 2.23567 1.638 1.5391 1.53375 1.75055 1.99843 1.58349 1.55667
threshold=0.27287000000000006 1.0000000180025095e-35 0.12244500000000001 0.081185000000000021 -0.080084999999999976 0.07770500000000001 0.14321000000000003 0.30112000000000005 0.13756000000000004 -0.14920999999999998 0.25063000000000007 1.0000000180025095e-35 -0.095049999999999982 -1.0000000180025095e-35 0.092440000000000008 0.033845000000000007 0.11910500000000002 -0.048674999999999989 0.079395000000000007 -0.15764999999999998 -0.0016099999999999997 -0.14649999999999996 0.08647500000000001 0.10645500000000001 -0.08130999999999998 -0.43320999999999993 -0.086134999999999975 -1.0000000180025095e-35 0.12599500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 10 7 11 9 18 16 19 14 -14 -1 -11 17 -2 -3 -6 21 -21 -22 25 -15 -17 -27 -28 29 -29
right_child=5 8 -4 -5 6 -7 -8 -9 -10 15 -12 -13 13 24 -16 23 -18 -19 -20 20 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.001955613678675994 5.4594139204127425e-05 0.0028723778499293961 -0.0002001573610489777 0.0024679432877501898 0.0019758155512410829 0.0017347705587398433 0.00016855229339758727 0.0006596791132549584 0.00033624785819004813 0.00165773671360044 -0.00063392017478648385 0.0024636310518261553 -0.00079664565521919933 0.0012227248829524123 0.00042209532170971208 0.0019394170602033288 0.00034595424111172752 0.001084123223589274 0.0016225249676554436 0.00086385690988007458 0.0023275175827259039 -0.00083213234960259337 0.0013791928058799077 0.00038986905011101293 0.00019957285011571561 0.00060163754224964723 0.00039057267683979466 0.00090759086343062821 0.00086085278612556704 0.0019708703005230032
leaf_weight=31 26 34 23 27 66 28 23 53 20 1863 22 38 20 38 20 54 163 113 23 25 48 20 86 21 35 39 20 21 30 91
leaf_count=31 26 34 23 27 66 28 23 53 20 1863 22 38 20 38 20 54 163 113 23 25 48 20 86 21 35 39 20 21 30 91
internal_value=0 0.00154036 0.00120571 0.00126672 0.00120224 0.000610634 0.0013876 0.00147104 0.00162387 0.0016356 0.000513487 0.00162299 0.00074015 0.000403394 0.00135423 0.00161608 0.000597073 0.000891549 0.00236805 0.00149261 0.00131444 0.000110084 0.00171889 0.00133487 0.000732173 0.0014127 0.00127119 0.00143238 0.00157911 0.00177151
internal_weight=0 2769 553 530 503 352 359 336 2216 2196 324 283 144 93 51 2139 302 139 57 245 179 45 134 276 73 255 201 162 142 112
internal_count=3121 2769 553 530 503 352 359 336 2216 2196 324 283 144 93 51 2139 302 139 57 245 179 45 134 276 73 255 201 162 142 112
is_linear=0
shrinkage=0.00352023


Tree=892
num_leaves=31
num_cat=0
split_feature=4 12 1375 14 16 0 40 475 150 150 149 42 16 2 16 47 160 3 4 49 3 4 52 0 43 481 150 16 151 4
split_gain=17.6451 5.05814 3.52142 2.65912 2.85344 5.53579 3.51423 3.20038 2.73607 3.59903 2.51268 2.21435 2.21071 3.3446 2.44628 2.56721 2.11422 3.55863 2.84996 2.08806 1.94301 2.96173 3.36513 3.01153 2.61912 2.71745 2.51623 2.27699 2.80212 2.02141
threshold=0.27287000000000006 1.0000000180025095e-35 -0.27302499999999996 0.081185000000000021 0.15273500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.081364999999999979 -0.094239999999999977 0.083555000000000004 0.07770500000000001 0.12293000000000001 -0.018494999999999998 0.10276500000000001 -0.076669999999999988 0.078875000000000015 -1.0000000180025095e-35 0.42240500000000009 0.51388000000000011 0.097685000000000008 -0.14186499999999996 -0.14098499999999997 0.029970000000000007 -0.13843999999999998 0.035560000000000008 -0.051484999999999996 -0.091839999999999991 -0.071854999999999988 -0.044604999999999992 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -9 12 16 20 14 -14 19 -16 18 -18 -2 -10 24 22 -22 -23 25 -3 -25 28 -28 -30
right_child=10 11 3 -5 -6 6 -8 8 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.00032722432751771199 0.0023048913346436447 0.0006446672962306402 -0.00020163387590309043 0.0031101448088425724 0.0022320043446490503 0.0011181643398944696 -0.0012881652352184742 0.00017270002946129326 0.0030433114320853327 0.0011168241699705925 0.0021861878283761494 0.0012360246620454977 0.0045269773962401281 0.0018965568227947032 -0.00010883652230796671 0.002036412990255415 0.0005851396805554792 -0.0015029937256903195 0.0005956960086714255 0.00129592007356221 -0.000481346662214072 0.0003612631303332685 0.0021875803399310232 0.0038224384318317844 0.0041581657157339974 0.0025870526399003396 0.0038706683495985145 0.0018987851601033148 0.0022818693590318448 0.0015337832534816744
leaf_weight=24 38 20 23 27 108 30 29 26 54 105 28 79 23 24 23 33 201 22 63 24 24 25 22 20 22 140 25 967 773 99
leaf_count=24 38 20 23 27 108 30 29 26 54 105 28 79 23 24 23 33 201 22 63 24 24 25 22 20 22 140 25 967 773 99
internal_value=0 0.00194119 0.00151946 0.00160324 0.00152219 0.00132763 -6.46078e-05 0.00157282 0.00170363 0.00184281 0.000769532 0.00204643 0.00226396 0.00318378 0.00194134 0.00115533 0.000647105 0.000379135 0.00123876 0.00250565 0.00207639 0.00203104 0.000795097 0.00206082 0.00256352 0.00234425 0.00208337 0.00206471 0.00224359 0.00219694
internal_weight=0 2769 553 529 502 394 59 335 312 286 352 2216 181 47 134 56 324 223 101 78 2137 1955 46 1909 182 160 1884 1864 897 872
internal_count=3121 2769 553 529 502 394 59 335 312 286 352 2216 181 47 134 56 324 223 101 78 2137 1955 46 1909 182 160 1884 1864 897 872
is_linear=0
shrinkage=0.00492917


Tree=893
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 4 2 2 1 47 2 14 2 4 3 11 2 0 15 3 131 15 4 15 4 13 47 1 43 3
split_gain=1061.58 171.295 104.485 84.4815 58.4781 51.116 47.6892 41.0329 35.3152 34.43 26.5561 24.2795 19.872 19.123 16.3664 13.435 12.1951 11.0546 22.8412 10.4853 9.46425 11.7244 9.59356 9.32138 9.17949 8.21419 9.39685 7.78374 7.58697 8.44695
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 1.0000000180025095e-35 0.36766000000000004 -1.0000000180025095e-35 0.091265000000000013 0.09253500000000002 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.14285500000000004 0.40945500000000007 -0.020429999999999997 1.0000000180025095e-35 0.094835000000000017 -0.11173999999999999 -0.10469999999999999 -0.11171999999999999 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.059484999999999989 -0.0073899999999999999 -0.078704999999999983 0.089785000000000018 0.091195000000000012 -0.04890499999999999 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 6 7 14 11 16 12 15 17 13 -4 -3 19 -1 18 -5 -9 21 -14 -23 -18 -21 -26 -27 -19 -6 -30
right_child=1 2 9 5 28 -7 -8 10 -10 -11 -12 -13 20 -15 -16 -17 23 27 -20 24 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.003602772136452726 0.0032925305894387852 0.0024627336499503864 0.0016661633016797591 0.0039325169582989337 0.0011957555438298333 0.0014687206365769305 0.0031549207869540799 0.0025885143281380502 0.0017863508228043669 0.001946509390534842 0.0021629828741611032 0.0041700054513807809 0.00074025731887147265 0.00072889139298944975 0.0011498934120679088 0.0036610644502130317 0.0030530474906078383 0.0034956641617333336 0.0026108441725022388 0.0032907865698317234 0.0010498585766932117 0.00033798112343620673 -0.000689344409782266 0.0020416074723130892 0.0033132820716576588 0.0027721069501424967 0.0036231141728926752 0.0032461084018001987 0.0019372923499111343 0.0013614299684255845
leaf_weight=26 76 22 43 26 75 20 69 46 67 37 37 64 29 98 32 72 29 1140 58 357 20 24 26 22 81 163 20 202 72 68
leaf_count=26 76 22 43 26 75 20 69 46 67 37 37 64 29 98 32 72 29 1140 58 357 20 24 26 22 81 163 20 202 72 68
internal_value=0 0.00163299 0.0014279 0.00327889 0.00186512 0.00333373 0.00250948 0.00335019 0.00240841 0.000894406 0.0031317 0.00346398 0.000732207 0.00101473 0.00168475 0.0031802 0.00294969 0.00343229 0.00301993 0.0031283 0.000329831 0.000147545 -0.000196228 0.00261674 0.00316828 0.00300262 0.00286511 0.0034581 0.00149648 0.00165759
internal_weight=0 691 615 2430 338 2286 123 2266 144 277 776 1490 240 141 54 739 77 1426 84 667 99 79 50 51 621 264 183 1342 215 140
internal_count=3121 691 615 2430 338 2286 123 2266 144 277 776 1490 240 141 54 739 77 1426 84 667 99 79 50 51 621 264 183 1342 215 140
is_linear=0
shrinkage=0.00117172


Tree=894
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 2 2 4 1 0 52 2 1 4 1 0 11 47 0 131 2 150 3 16 447
split_gain=1025.82 171.182 108.632 86.7611 61.5356 49.7528 34.0629 33.7068 29.4024 26.9535 23.7134 19.7656 15.7503 15.0576 13.7555 11.2131 10.0978 8.04304 13.3743 7.99886 9.06255 8.14075 7.83562 7.9325 7.7275 11.1459 7.60817 10.6292 7.9147 7.51356
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.091195000000000012 -0.23091999999999999 -0.56176499999999996 -0.0091949999999999983 0.089875000000000024 -0.16363499999999997 1.0000000180025095e-35 -0.046359999999999991 1.0000000180025095e-35 0.090100000000000013 -0.23091999999999999 0.082750000000000004 0.31358000000000003 0.08926000000000002 0.0068900000000000012 -0.29154999999999992 0.081385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 9 11 14 -5 13 -6 12 -4 29 -7 -16 -15 19 -19 20 -17 -21 23 -3 25 -13 27 -25 -28 -1
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 24 -14 16 15 17 -18 18 -20 21 -22 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0040546804523465428 0.0038611396342344379 0.0024898291024854887 0.0020249464490668615 0.0035736770496680231 0.0034594523065756386 0.0027670843673935487 0.0023873937588829151 0.002603315302977441 0.002101788390143865 0.0048553376311063663 0.002067302403914856 0.00074471837039970636 0.0011042160770591994 0.0028408382688750429 0.0043527339194700402 0.0037340358454679809 0.0037651288578243879 0.0039756904861580813 0.0027234249949469169 0.0037109570674859617 0.0032439121014559485 0.0047246040865793586 0.0025402340880408929 0.0016964288537576774 0.0013498896301226164 -0.0003508901053843451 0.0018701753540198212 0.0025227894826027925 0.00076776898891487983 0.0033372971186396471
leaf_weight=1095 76 28 43 34 81 25 37 48 61 59 26 59 98 21 43 644 201 23 34 26 67 25 32 95 20 20 20 34 22 24
leaf_count=1095 76 28 43 34 81 25 37 48 61 59 26 59 98 21 43 644 201 23 34 26 67 25 32 95 20 20 20 34 22 24
internal_value=0 0.00206539 0.00184347 0.00381671 0.00232603 0.00386505 0.00125465 0.00363851 0.00262857 0.00401635 0.00312117 0.00108002 0.00138501 0.00397943 0.00369452 0.00372142 0.0036777 0.00368828 0.00322873 0.00372265 0.00368785 0.00420784 0.00195772 0.00186405 0.00064564 0.000467349 0.00176158 0.00191423 0.00129272 0.00403929
internal_weight=0 691 615 2430 338 2335 277 935 95 1400 107 240 141 1341 887 862 222 819 57 762 711 51 231 199 99 79 171 129 42 1119
internal_count=3121 691 615 2430 338 2335 277 935 95 1400 107 240 141 1341 887 862 222 819 57 762 711 51 231 199 99 79 171 129 42 1119
is_linear=0
shrinkage=0.00126831


Tree=895
num_leaves=31
num_cat=0
split_feature=1 3 15 1 484 12 3 11 2 2 15 11 1213 1453 51 52 52 4 151 13 1420 12 1447 147 34 2 15 39 3 52
split_gain=22.7114 4.39389 3.15149 3.44057 3.73251 3.3328 4.04647 3.06297 2.91353 2.77267 2.7063 4.27977 3.20366 3.23806 2.89873 2.24511 3.84157 2.25843 2.21649 4.51163 2.08975 2.14949 2.05719 1.92543 2.1831 2.86622 1.88914 1.85815 1.81119 1.83082
threshold=0.10920500000000001 -0.049509999999999992 0.024640000000000006 0.08864000000000001 -0.011244999999999998 0.087215000000000015 -0.087909999999999988 0.075910000000000019 0.11411 0.31358000000000003 -0.079249999999999987 0.077695000000000014 -0.075639999999999985 -0.064249999999999988 -0.0046749999999999995 -0.23798499999999997 -0.13993999999999998 -0.033174999999999989 -0.085134999999999975 -0.086919999999999983 -0.052439999999999994 0.099815000000000015 -0.086059999999999984 0.097985000000000017 -0.010024999999999997 1.0000000180025095e-35 -0.41942499999999994 0.095830000000000012 0.11924500000000002 -0.088614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 10 -5 6 -6 22 -2 15 14 12 -12 -14 -1 -3 -17 -18 19 -15 -20 -22 -4 24 -19 -26 -10 -27 29 -8
right_child=1 9 7 4 5 -7 28 -9 26 -11 11 -13 13 18 -16 16 17 23 20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0027524155389453031 0.0019599881099701465 0.002152746133324349 0.0030032297051060877 0.0027857363236759572 -0.0005817624989614648 0.0018217527187717362 0.0021874857463339364 0.0030019394644775093 0.0016766281066386841 -0.00074566376402454494 0.00011286678055632501 -0.00013588993096121706 0.00025523172653608029 0.0042159070623347204 0.0019688531292015943 -0.00073207734268513312 0.0019928836418746316 -2.5697444685313103e-05 0.0030962676321707318 0.0020329687599220984 0.0018628557797171863 0.00099204841891121815 0.0019993378095563637 -0.00048397868682038039 0.0020579520000890005 0.001045990060717699 0.00027358529512028581 -1.5968240306920471e-06 -1.1469533608122757e-05 0.0011308374366078792
leaf_weight=116 108 21 39 36 26 158 38 64 30 23 20 22 22 22 347 31 29 44 21 84 283 64 1038 22 40 121 43 42 20 147
leaf_count=116 108 21 39 36 26 158 38 64 30 23 20 22 22 22 347 31 29 44 21 84 283 64 1038 22 40 121 43 42 20 147
internal_value=0 0.000963783 0.0019218 0.00178731 0.00146383 0.00134149 0.001013 0.00208989 0.00151239 0.000697572 0.00192465 0.00171766 0.00179669 0.00186459 0.00216517 0.000792413 0.000705583 0.000855138 0.00193928 0.00248603 0.0017818 0.00170225 0.00203569 0.000732482 0.00084083 0.00102865 0.000850178 0.00077606 0.00121526 0.00134788
internal_weight=0 554 2567 1426 425 389 231 1141 181 373 1001 538 516 496 463 350 329 298 474 106 368 347 1077 269 247 203 73 163 205 185
internal_count=3121 554 2567 1426 425 389 231 1141 181 373 1001 538 516 496 463 350 329 298 474 106 368 347 1077 269 247 203 73 163 205 185
is_linear=0
shrinkage=0.00429114


Tree=896
num_leaves=31
num_cat=0
split_feature=1 2 12 11 2 11 43 150 0 1 0 47 2 12 3 16 124 13 3 123 10 39 43 1 52 2 16 13 52 52
split_gain=18.4557 5.14725 4.04788 3.60153 3.49887 3.48287 2.87744 2.7553 2.28994 2.28871 2.947 2.11344 2.16664 2.07719 2.31748 2.0766 1.89642 2.71138 3.2532 1.83963 1.67411 2.09753 2.06312 2.91269 1.57074 1.51803 2.97668 1.43805 1.4312 3.09384
threshold=0.11846000000000002 0.10060500000000001 0.087505000000000013 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 -0.078654999999999989 1.0000000180025095e-35 -0.23091999999999999 0.14860500000000001 -0.010949999999999998 0.085505000000000012 0.13754500000000003 0.095565000000000011 -0.081924999999999984 -0.25582999999999995 -0.087239999999999984 0.18141000000000002 -0.017889999999999996 0.08128500000000001 0.094860000000000014 0.10226500000000001 -0.079329999999999984 0.12873500000000002 -0.020999999999999994 -0.023999999999999997 -0.0064149999999999997 -0.076599999999999988 0.2800700000000001 0.4099850000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 25 -5 16 27 -9 11 15 12 20 14 -4 -11 -3 18 -18 -13 21 22 -2 -24 -7 26 -1 -8 -6 -30
right_child=9 2 13 5 28 24 7 8 -10 10 -12 19 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00029162759077812838 0.00038367089427683094 0.001236015554218409 0.0015024091314291038 0.0034217014081089369 0.0016042191481985592 0.0024617480909992673 0.00077958385788135453 0.0012955679681767825 -0.00018474989118138455 -0.00033359649218400207 -0.0011669422282640314 0.0014756889267318321 -1.0646626223945643e-05 0.0012686445918982403 0.0026716273185185629 0.0012553508797098834 -0.0016645323807909188 0.0011115696971897753 0.00035684977737753323 0.00023935038284318323 9.4338615383040414e-05 6.4695284398992518e-05 0.00092909237313599363 0.0027711592900617281 0.00099892660015023639 -0.00010660138720074403 0.0019037204052611458 0.0016241407147353812 0.00048645450532466003 0.001551518318080231
leaf_weight=33 20 22 73 28 1750 20 39 25 35 22 22 71 73 271 35 24 20 20 25 22 34 22 25 23 21 20 31 101 52 142
leaf_count=33 20 22 73 28 1750 20 39 25 35 22 22 71 73 271 35 24 20 20 25 22 34 22 25 23 21 20 31 101 52 142
internal_value=0 0.00147591 0.0011898 0.00156677 0.00153822 0.00240609 0.000855119 0.00110182 0.000432049 0.000574433 -4.24034e-05 0.000719071 0.000499954 0.00144323 0.00188132 0.00049542 0.000287981 -3.28924e-05 -0.000541542 0.00118322 0.00080055 0.00106734 0.00139173 0.00181175 0.0017125 0.00079175 0.00107249 0.00138887 0.00157047 0.00126604
internal_weight=0 2763 666 2097 2028 69 287 200 60 358 68 290 197 379 108 46 87 65 45 93 124 90 68 48 41 84 64 140 1944 194
internal_count=3121 2763 666 2097 2028 69 287 200 60 358 68 290 197 379 108 46 87 65 45 93 124 90 68 48 41 84 64 140 1944 194
is_linear=0
shrinkage=0.0037357


Tree=897
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 2 14 15 52 2 3 49 47 1 50 13 14 0 0 16 1 40 16 51
split_gain=1078.84 135.137 109.538 69.7281 64.4565 49.6265 36.6852 36.3551 39.0959 31.8769 22.1436 20.8481 17.1319 16.636 15.8894 17.4288 20.2562 14.2795 13.6105 12.1581 12.0541 10.582 10.4871 9.41458 9.19431 9.14005 8.65473 7.96014 7.49773 8.36933
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.091200000000000017 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 1.0000000180025095e-35 0.10381000000000001 -0.0043399999999999992 -0.012034999999999999 0.077555000000000013 0.12000500000000001 0.041865000000000006 -1.0000000180025095e-35 0.062655000000000016 -0.09595999999999999 -0.13027499999999997 -0.073849999999999985 0.12958500000000003 -0.063404999999999989 0.10994000000000002 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 7 12 19 26 -6 13 18 24 23 15 16 -11 -2 22 -3 -7 27 28 -8 -4 -25 -9 -10 29 -1
right_child=1 5 6 -5 9 20 10 8 21 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024863178837971054 0.0022643793188984627 0.0016329780544662527 0.0031692166640026427 0.0016367923981561562 0.0036744719052288306 0.00022622851580543068 0.0043280851756211771 0.0035032868544477929 0.0018159454344974357 0.0019451538693945826 0.0031267318350321092 0.0022942109246899193 0.0046809716613271345 0.0025748305993033545 0.003232326731614419 0.0015092695796580977 0.0032949264471541584 0.0034704763542336594 0.0043807179150690007 0.00055774356066359604 0.0012967930019008452 0.0019415730257296693 0.0043594522151072304 0.0038636801968367825 0.0038946747586439765 0.0035452595197207701 0.0023274384404734947 0.0010469616415092441 0.0038667916884782931 0.0033684533840852905
leaf_weight=22 20 24 30 74 31 75 37 22 33 49 161 22 46 23 23 55 30 92 33 66 23 70 20 233 1151 428 20 71 38 99
leaf_count=22 20 24 30 74 31 75 37 22 33 49 161 22 46 23 23 55 30 92 33 66 23 70 20 233 1151 428 20 71 38 99
internal_value=0 0.00169878 0.00364137 0.00261126 0.00303972 0.00127868 0.00376176 0.00153528 0.00182311 0.00247565 0.00356051 0.0034929 0.00390642 0.00365738 0.00223894 0.00206843 0.00245773 0.0032551 0.0036173 0.000844473 0.000477483 0.0015527 0.00347655 0.00369305 0.00387625 0.0036575 0.00294336 0.00129097 0.0033655 0.00320807
internal_weight=0 590 2531 186 422 404 2109 306 216 188 882 234 1227 721 157 134 79 112 212 90 98 174 179 698 1181 661 42 104 159 121
internal_count=3121 590 2531 186 422 404 2109 306 216 188 882 234 1227 721 157 134 79 112 212 90 98 174 179 698 1181 661 42 104 159 121
is_linear=0
shrinkage=0.00129368


Tree=898
num_leaves=31
num_cat=0
split_feature=1 4 148 44 12 3 484 376 2 1 52 52 13 15 3 52 3 49 0 12 4 0 3 4 1 0 1 43 50 49
split_gain=18.8869 3.78921 3.00729 2.84927 3.53715 4.17856 3.15325 2.70594 2.94854 2.43206 1.99584 2.49716 1.97263 1.96851 2.92007 1.81893 1.76955 1.7695 2.07576 1.72865 1.65082 1.7615 2.41302 2.03398 2.5265 4.49005 2.0085 1.87512 1.95321 2.07761
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.078300000000000008 0.11924500000000002 -0.011244999999999998 0.080200000000000007 0.11362000000000001 0.08864000000000001 -0.088614999999999985 -0.160465 -0.14819499999999997 -0.56368999999999991 0.42240500000000009 -0.082554999999999976 -0.13309499999999996 0.0093850000000000027 -0.23091999999999999 1.0000000180025095e-35 0.053180000000000012 -0.083554999999999977 -0.045649999999999989 0.015030000000000002 0.08776500000000001 -0.094299999999999981 0.089175000000000018 -0.14386499999999997 0.10803500000000001 0.11428500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 -4 -8 11 -11 -10 -3 16 -12 -15 18 -17 -18 21 23 -23 24 27 -26 -27 -6 29 -29
right_child=1 13 7 -5 20 -7 9 -9 12 10 15 -13 -14 14 -16 17 19 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.002421593310261436 -0.00010629635123015558 0.0014988129329722832 0.0017842707127711309 0.0027264972595920415 0.0025502429453075795 -0.0001871311261830689 0.0015823964712791481 0.00025041638058717727 0.0002341040149400891 0.0007878899259782027 -0.0001820186482577695 0.0026416270206154539 0.0013949553793422291 0.0011886897030590332 -0.00070376373467700851 2.7996914619197616e-05 0.00048011876872002191 -0.00013384129655471565 0.0013894503462715182 -0.00073679878620027111 0.001322168305050462 0.0015823268275558843 0.00021893557386277109 0.0027727266846243681 -0.00048854229703736737 0.0008238746720571887 0.0022261871851519911 0.0018977649725680293 0.00121508683397396 0.00062348776666848319
leaf_weight=37 28 25 126 32 51 29 163 36 41 23 27 21 48 47 34 21 149 20 87 20 241 1004 20 31 20 27 36 575 82 20
leaf_count=37 28 25 126 32 51 29 163 36 41 23 27 21 48 47 34 21 149 20 87 20 241 1004 20 31 20 27 36 575 82 20
internal_value=0 0.000782717 0.00110184 0.001574 0.00155945 0.00123733 0.00134086 0.00123661 0.00140174 0.0012304 0.000942083 0.00167263 0.000860181 0.000458955 0.000354969 0.000734702 0.000521621 0.000928073 0.00112472 0.000336105 0.00162488 0.00166398 0.0015557 0.00179567 0.00175832 0.00111586 0.0016252 0.00183157 0.00177743 0.00185493
internal_weight=0 554 279 2567 2535 428 399 251 215 362 199 44 89 275 250 155 216 128 108 169 2107 1866 1024 842 811 83 63 728 677 595
internal_count=3121 554 279 2567 2535 428 399 251 215 362 199 44 89 275 250 155 216 128 108 169 2107 1866 1024 842 811 83 63 728 677 595
is_linear=0
shrinkage=0.00388662


Tree=899
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 47 1 14 2 2 1 1429 2 51 2 14 159 160 4 13 1 16 10 15 50 51 156
split_gain=995.239 171.092 108.864 87.6232 70.1967 53.512 46.2139 39.7386 36.6497 34.7181 33.3704 23.8435 11.1135 10.8312 15.6677 10.782 9.6815 8.63949 11.7779 11.178 19.6454 8.61831 13.7661 12.1947 8.42459 8.12155 7.98126 7.30372 13.7838 6.67614
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.091265000000000013 0.17025000000000004 0.080270000000000022 0.084690000000000015 0.094835000000000017 0.11144500000000002 0.14019000000000004 -0.46413499999999996 0.084250000000000005 -1.0000000180025095e-35 -0.013125 -0.077799999999999994 0.089770000000000016 -0.0094449999999999968 -0.38851999999999992 -0.059484999999999989 0.081075000000000022 0.0053700000000000006 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 17 6 10 -6 12 15 11 13 -4 16 27 -1 29 18 -3 20 -20 -13 -23 -24 -22 -14 -17 28 -15 -5
right_child=1 2 8 5 7 -7 -8 -9 -10 -11 -12 21 25 14 -16 26 -18 -19 19 -21 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037738726451604747 0.0035822809332810069 0.002698235160382873 0.0010983584971773785 0.0037797647193360418 0.0032600368835674935 0.0017394485853709602 0.0023414064500523342 0.0018746129239667945 0.0023497248914046971 0.0020749667157292945 0.0042983558261784635 0.003523713064121318 0.00087024752032561473 0.0035385064001977385 0.0026052272615910226 0.0032707781001798317 0.0030878127859535797 0.0012935660642524806 0.0029819123448881057 0.0013932529183442728 0.0019561054844334344 0.0036044472629614432 0.0031948181853289608 0.0022693257410165615 0.0013163470274985924 -4.4158511702487423e-05 0.0023712068315995074 0.0037092059548430685 0.0027201217705334277 0.0032709177332985034
leaf_weight=26 76 21 122 858 85 20 37 38 26 67 86 405 28 201 22 29 28 35 21 59 125 106 186 20 33 22 22 253 30 34
leaf_count=26 76 21 122 858 85 20 37 38 26 67 86 405 28 201 22 29 28 35 21 59 125 106 186 20 33 22 22 253 30 34
internal_value=0 0.00198812 0.00179112 0.00351989 0.00211763 0.00357357 0.00358975 0.00283202 0.00110347 0.0026678 0.00361048 0.00358287 0.000915088 0.00366711 0.00353476 0.00318363 0.0037399 0.00181875 0.00188972 0.00181838 0.00195851 0.00341534 0.00327466 0.00310496 0.00182249 0.000467909 0.00288273 0.00357701 0.00343222 0.00376037
internal_weight=0 691 615 2430 417 2286 2266 123 198 144 2229 2143 172 1426 506 77 920 294 259 238 179 717 312 206 158 50 51 484 231 892
internal_count=3121 691 615 2430 417 2286 2266 123 198 144 2229 2143 172 1426 506 77 920 294 259 238 179 717 312 206 158 50 51 484 231 892
is_linear=0
shrinkage=0.00112622


Tree=900
num_leaves=31
num_cat=0
split_feature=1 4 15 46 12 3 1210 41 148 457 11 150 13 376 13 160 479 50 50 13 14 159 159 52 151 14 16 12 0 475
split_gain=19.2646 3.64953 2.71081 2.73845 3.5366 4.28065 3.40228 3.86631 2.69566 2.58121 2.52012 2.4484 2.35527 3.1628 2.11044 2.08569 2.02625 2.08165 2.64884 1.99218 1.9476 1.92609 2.48112 1.91505 1.81798 2.24406 3.30367 3.66834 1.88392 1.81397
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.084955000000000017 0.082095000000000015 0.11924500000000002 -0.0084249999999999985 0.077565000000000009 -0.065034999999999996 -0.083804999999999977 0.075910000000000019 -0.086544999999999983 -0.28558999999999996 0.080200000000000007 0.05868000000000001 0.055845000000000006 0.088785000000000017 1.0000000180025095e-35 0.10672000000000002 -0.42195999999999995 0.078235000000000013 0.030370000000000005 -0.16721999999999995 0.047850000000000011 0.050660000000000004 -0.45687499999999998 -0.11118499999999999 0.092255000000000018 -0.10224499999999999 -0.084169999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 11 -6 16 -2 -10 -4 -1 19 15 23 -14 17 29 -19 -11 -12 22 -20 -13 25 -3 27 28 -27 -8
right_child=1 24 10 -5 6 -7 7 -9 9 12 20 14 13 -15 -16 -17 -18 18 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00017795601344032701 -0.00021969640397475558 0.0012250314380264254 0.0019494621473771815 0.0032366683372736906 0.00043701589995116352 -0.00046007306088334787 0.002351507496467255 0.00032260868204623508 -5.3729844765171274e-05 0.0016071618775877104 0.0037730221178393641 0.0015271883294985219 0.0017842206393600029 0.0004218005133272974 0.00071157857847509328 0.003185685140128602 0.00067116101959010621 0.0029778107181624245 0.0024209856027635258 -0.00033970037556345709 0.0021960296817742832 0.0032202251222494599 0.0011564685664134187 0.0024638168092973919 0.0017569956200137933 0.0012799344015557749 -0.001454687653804348 -0.00089550503911169142 0.00024319459325570415 0.00173486049065819
leaf_weight=28 22 57 1077 23 34 25 114 31 22 20 27 243 138 30 51 25 25 81 59 22 37 21 65 53 23 67 21 34 73 573
leaf_count=28 22 57 1077 23 34 25 114 31 22 20 27 243 138 30 51 25 25 81 59 22 37 21 65 53 23 67 21 34 73 573
internal_value=0 0.00092044 0.00183842 0.00170864 0.00168359 0.00132865 0.00182515 0.00187385 0.00128019 0.00140859 0.00200061 0.0014479 0.00154548 0.00175398 0.00155037 0.00199917 0.00192512 0.00195946 0.00233113 0.000587377 0.00286132 0.00196989 0.00175813 0.0016949 0.000555458 0.000445794 0.000218016 0.000419894 0.000739349 0.00183719
internal_weight=0 554 2567 1426 1403 400 1003 969 279 257 1141 375 235 193 347 163 938 913 226 42 64 145 124 296 275 252 195 174 140 687
internal_count=3121 554 2567 1426 1403 400 1003 969 279 257 1141 375 235 193 347 163 938 913 226 42 64 145 124 296 275 252 195 174 140 687
is_linear=0
shrinkage=0.0044645


Tree=901
num_leaves=31
num_cat=0
split_feature=1 2 12 43 11 11 2 52 376 16 13 150 34 131 2 97 13 12 131 12 3 0 133 49 13 16 2 16 0 401
split_gain=15.7222 4.81376 3.46882 3.02609 2.9089 3.07564 2.8535 2.49197 2.15144 2.46268 2.47833 2.14673 2.04373 3.24569 5.7019 2.63428 2.05358 2.75213 1.86115 1.84259 1.89836 1.80625 1.74159 1.52416 2.26921 1.50939 1.48782 2.40594 1.45413 1.3916
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 -0.074359999999999996 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.046924999999999988 1.0000000180025095e-35 -0.0048099999999999992 -0.0095349999999999983 1.0000000180025095e-35 -0.038779999999999995 0.090030000000000013 0.31358000000000003 -0.079444999999999988 -0.070999999999999994 -0.081419999999999979 0.10548500000000001 0.095565000000000011 -0.081924999999999984 -0.23091999999999999 0.089405000000000012 0.14233500000000002 0.05868000000000001 -0.43320999999999993 -0.023999999999999997 -0.0064149999999999997 -0.10474999999999998 0.083100000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 6 -6 26 -7 9 10 -3 -5 15 14 16 -2 17 25 -15 20 22 -13 -4 24 -18 -14 27 -1 -19 -8
right_child=12 2 19 11 5 7 29 -9 -10 -11 -12 21 13 18 -16 -17 23 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00032739983888030721 0.00066868178946281236 -0.00045317438153271615 0.0018102663316245441 0.0012868990744156368 0.0030878840666759902 0.0024564793486409183 0.0013827932865566024 0.00067023535110644593 0.0010381058288303519 -0.0009250349987496041 0.0013482600504308095 0.0012153099734348069 0.00018672863454622719 0.0019242734856289362 -0.0014154026681116414 -0.0011448095039566322 0.0016920469456043359 0.00029204535730237616 0.00057532294156109761 0.0011276280393600004 0.0023933496895490775 -6.6146686686189654e-05 0.00067601015812580021 0.00013792530527380103 0.00048507650805253052 0.0015148383553213482 -0.00014209312722698896 0.0017381509946658544 -0.00087952491112480377 0.0016970896208326218
leaf_weight=34 21 20 46 135 28 20 1739 22 32 29 21 25 22 34 21 22 48 27 23 272 35 36 30 25 37 24 20 31 30 212
leaf_count=34 21 20 46 135 28 20 1739 22 32 29 21 25 22 34 21 22 48 27 23 272 35 36 30 25 37 24 20 31 30 212
internal_value=0 0.00132701 0.00105934 0.000763007 0.00141357 0.00214765 0.00138833 0.00152083 0.000251405 -0.000108229 0.000469512 0.00102925 0.000486134 0.000596262 0.000405361 -0.000259151 0.000584873 0.000213239 0.00137996 0.00128991 0.00168757 0.00045904 0.00136253 0.000932857 0.00116666 0.000879655 0.00073144 0.00100022 -0.000324571 0.00141695
internal_weight=0 2787 681 298 2106 70 2036 42 102 70 41 196 334 291 234 43 213 103 57 383 111 61 76 110 85 46 85 65 57 1951
internal_count=3121 2787 681 298 2106 70 2036 42 102 70 41 196 334 291 234 43 213 103 57 383 111 61 76 110 85 46 85 65 57 1951
is_linear=0
shrinkage=0.00366245


Tree=902
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 2 4 47 2 4 11 3 4 2 14 159 1 43 0 52 15 10 3 0 47 16
split_gain=1136.62 191.175 112.026 91.1231 70.7274 46.8597 43.7392 35.9967 34.4771 31.5338 30.1667 28.5498 19.3379 20.9535 13.6863 12.524 11.8253 11.1958 10.953 10.4296 10.1301 9.82899 9.18606 8.84173 8.67599 10.5302 8.41935 7.5483 7.14116 7.08574
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 0.40473500000000007 0.13082500000000002 0.14753000000000002 0.40945500000000007 0.078340000000000007 -0.11171999999999999 0.0052350000000000009 0.094835000000000017 0.076975000000000002 0.0089800000000000019 0.086920000000000011 -0.016814999999999997 -0.10224499999999999 0.039215000000000007 -0.41942499999999994 -0.38124499999999995 -0.010424999999999999 -0.23091999999999999 0.090100000000000013 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 28 6 8 17 9 20 -6 12 13 -4 -10 21 19 -1 29 22 27 -11 -17 -18 -14 -26 -15 -5 -3 -16
right_child=1 2 11 5 10 -7 -8 -9 14 15 -12 -13 24 26 18 16 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.003756258109304533 0.0035212519840483285 0.001409908687750798 0.0016564926902847377 0.0044650261427417485 0.0031999141631414941 0.0018608840141690634 0.0022168520108501932 0.0018555006141299797 0.0048979737755102653 0.0033160576346130096 0.0017457798711721987 0.0018835428107635823 0.00071279680334544097 0.0010937546040557023 0.0031126587576736633 0.0025825443755022018 0.0029283505806575378 0.0027536575724709674 0.0045213797801919222 0.0039509731968741663 0.0034714028801367644 0.0022521396291173292 0.0034456072561199536 0.0034266077638612112 0.00049449896190550176 -0.00059818666999576732 0.00037674689478976563 0.0036927516635285483 0.0020448521269249217 0.0039345617552577873
leaf_weight=26 74 190 44 20 71 26 38 69 30 25 32 34 32 40 23 20 135 51 36 62 394 29 409 93 25 30 69 907 32 55
leaf_count=26 74 190 44 20 71 26 38 69 30 25 32 34 32 40 23 20 135 51 36 62 394 29 409 93 25 30 69 907 32 55
internal_value=0 0.00163573 0.0014028 0.00346033 0.00189654 0.00352075 0.00353971 0.00250773 0.00356217 0.0035217 0.00274814 0.000817147 0.000666074 0.000932231 0.0041507 0.00332223 0.0033656 0.0030922 0.00395405 0.00347427 0.00363842 0.00274469 0.00340537 0.00313159 0.000198004 -0.000101511 0.000639869 0.00370941 0.00150143 0.00369221
internal_weight=0 673 599 2448 325 2302 2276 146 2238 2094 103 274 240 153 144 773 719 77 114 491 1321 54 429 228 87 55 109 927 222 78
internal_count=3121 673 599 2448 325 2302 2276 146 2238 2094 103 274 240 153 144 773 719 77 114 491 1321 54 429 228 87 55 109 927 222 78
is_linear=0
shrinkage=0.00124344


Tree=903
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 14 0 1 2 1 49 50 2 50 13 0 4 15 3 52 1 1 15 2 1 43 0
split_gain=848.676 107.011 92.7736 61.0902 52.7649 41.7806 29.8285 30.6876 28.4698 26.1586 23.6643 22.4317 14.6439 13.8584 11.9757 11.6942 11.5602 9.72881 9.69731 9.20419 8.67165 13.0624 8.30959 8.22261 8.03731 7.90009 7.89058 7.64021 7.34431 7.25457
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.076975000000000002 -0.13027499999999997 0.077845000000000011 0.13501500000000002 0.089625000000000024 -1.0000000180025095e-35 0.041865000000000006 0.11411 0.089465000000000017 -1.0000000180025095e-35 -0.11991499999999998 -0.078439999999999996 -0.15914499999999995 0.090900000000000009 -0.56176499999999996 0.12000500000000001 0.12958500000000003 -0.089964999999999976 -0.0091949999999999983 0.14699000000000004 -0.080324999999999994 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 15 6 23 24 12 13 -4 22 19 -5 25 -2 18 -9 -14 -1 -21 -22 -11 -3 -8 27 -20 -7 -12 -13
right_child=1 5 10 9 -6 14 7 17 -10 11 28 29 16 -15 -16 -17 -18 -19 26 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003628252331180218 0.0032144092130278385 0.0016843302293141739 0.0032402032943601648 0.0016445784464828844 0.0017337898330369254 0.0012180264216470405 0.0033201800178903934 0.0014265065104719446 0.0042247572069762486 0.0037628439300502843 0.0021963304608426169 0.0028721572887823246 0.0024221278056762415 0.0028344351360281954 0.0015067651437674389 0.0022060616399102234 0.003521059479787046 0.002022535049978041 0.0025675304050419268 0.0039391641500245433 0.0034374531239281651 0.0025232582619117636 0.0031670234226241151 0.00086742041907574225 0.0022733427407671297 -3.6735465820238305e-05 0.0032783659568069046 0.0003855105566550995 0.0014121635516170608 0.0019276965465664789
leaf_weight=677 92 24 28 27 74 31 22 94 75 37 59 21 28 29 26 20 139 67 26 47 761 23 347 66 20 22 157 32 24 26
leaf_count=677 92 24 28 27 74 31 22 94 75 37 59 21 28 29 26 20 139 67 26 47 761 23 347 66 20 22 157 32 24 26
internal_value=0 0.00176677 0.00335851 0.00340752 0.00251692 0.00142141 0.00165797 0.00191188 0.00350283 0.0030292 0.0022901 0.00312904 0.00347369 0.00226075 0.000796963 0.00303435 0.00325345 0.00167454 0.00307715 0.0035248 0.00344053 0.00341063 0.00322443 0.00108526 0.00282169 0.000579847 0.00317737 0.000795161 0.00196958 0.00234969
internal_weight=0 590 2531 2420 186 404 293 203 1933 487 111 431 1858 56 111 112 350 161 211 1508 831 784 384 90 42 85 183 63 83 47
internal_count=3121 590 2531 2420 186 404 293 203 1933 487 111 431 1858 56 111 112 350 161 211 1508 831 784 384 90 42 85 183 63 83 47
is_linear=0
shrinkage=0.00119516


Tree=904
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 1 2 47 14 2 16 2 1 47 52 1 2 1 3 3 15 52 14 15 0 15 52 52 4
split_gain=1709.04 268.155 139.972 134.607 81.8993 72.9268 62.3838 62.096 46.0394 42.9652 32.3987 23.1992 20.757 20.2338 17.0911 15.1438 14.7252 14.5336 13.7712 13.7211 16.2919 12.1049 12.0625 11.9915 9.8433 9.7614 9.13926 7.99412 6.99716 7.03459
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.085505000000000012 0.062655000000000016 0.089885000000000007 -0.061854999999999993 0.14960000000000004 0.122715 0.10648500000000001 -0.56176499999999996 0.090540000000000023 0.094835000000000017 0.13075500000000004 0.0041950000000000008 0.11658 1.0000000180025095e-35 0.12418000000000001 0.097795000000000007 -0.41942499999999994 -0.22491999999999998 -0.059484999999999989 -0.52606999999999993 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 14 7 17 9 12 10 16 -10 21 27 19 -12 28 -1 -5 -3 -21 22 -6 -11 -14 -17 -19 -2 29 -4
right_child=1 4 5 18 8 -7 -8 -9 11 23 15 -13 24 -15 -16 25 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040600255569479948 0.0039508999016706469 0.0011475469313824028 0.0045967934259101423 0.0017352354233611353 0.00028021531198102278 0.0018097394845948552 0.0017679739110028549 0.0023077741661726575 0.00093579047436702281 0.0049143204945830601 0.0043037886742487144 0.0023213911610829589 0.00037406395944931747 0.0024407743520557445 0.0027496317662205651 0.0028846888176486027 0.0036618690786551244 0.0034027331423729349 0.00066403700605589832 0.0026118602729315794 0.0014899136957411008 0.0013969228632750997 0.0012438639509114193 0.0038597650906957021 -0.00055988105899167214 0.0036160460581073444 0.0023811921602207814 0.0033052389738752047 0.0034004075037627609 0.0039896517318387427
leaf_weight=26 45 62 28 60 96 26 69 38 45 67 45 28 27 29 20 27 238 29 24 29 51 24 23 20 40 755 22 70 28 1030
leaf_count=26 45 62 28 60 96 26 69 38 45 67 45 28 27 29 20 27 238 29 24 29 51 24 23 20 40 755 22 70 28 1030
internal_value=0 0.00157758 0.00372806 0.00263154 0.00103757 0.00380003 0.00259326 0.00382276 0.000649646 0.00384849 0.00381518 0.00146725 0.000365429 0.00333291 0.00171525 0.00362959 0.00393111 0.00333281 0.00142918 0.00156956 0.00189662 0.000622627 0.000466467 0.00467189 -0.000183515 0.00359079 0.00296207 0.00355789 0.00399011 0.00400572
internal_weight=0 673 2448 228 445 2302 146 2276 283 2238 2151 73 210 144 162 827 1324 77 84 142 80 143 119 87 67 782 51 115 1086 1058
internal_count=3121 673 2448 228 445 2302 146 2276 283 2238 2151 73 210 144 162 827 1324 77 84 142 80 143 119 87 67 782 51 115 1086 1058
is_linear=0
shrinkage=0.00119516


Tree=905
num_leaves=31
num_cat=0
split_feature=1 4 123 44 155 157 2 376 147 0 2 16 4 3 1 2 16 457 16 3 49 0 15 34 0 43 133 0 52 133
split_gain=26.3474 4.72693 3.55122 2.94785 2.94716 3.93228 2.82735 2.8765 2.61739 2.96285 2.75652 2.53902 2.23067 3.2876 2.50935 2.69366 2.29627 2.18909 1.92997 1.837 3.36375 2.90241 4.50504 1.77057 2.11624 1.73502 1.80072 1.70077 3.00096 2.40031
threshold=0.10920500000000001 0.27287000000000006 0.08128500000000001 0.081805000000000017 0.10158500000000002 -0.081749999999999975 0.11548000000000001 0.080200000000000007 0.08598500000000002 -0.098289999999999975 0.13501500000000002 0.13751500000000003 -0.081224999999999978 0.095270000000000007 0.098700000000000024 0.099515000000000006 -0.061854999999999993 0.085360000000000005 -0.010264999999999998 -0.13309499999999996 -0.015259999999999998 -0.10474999999999998 -0.41942499999999994 -0.038779999999999995 -0.074824999999999989 -0.085594999999999991 -1.0000000180025095e-35 -0.085669999999999982 0.11277500000000001 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 5 -2 7 -7 10 -10 12 -12 27 14 17 16 -16 -14 -19 -3 -21 -22 23 -23 -25 -4 -27 29 -29 -1
right_child=1 19 25 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 15 -17 -18 18 -20 20 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0021904960290012611 -0.00044888725176214339 0.0010256996169210068 0.0018709420623356386 0.0027403407164990627 0.0022983472011821821 0.001640413119217888 0.00065737223994715159 0.00028020226990975509 0.00030856287056289816 0.0015324414264159883 0.00011910066979080148 0.0017191486650783854 0.0016113783098946329 0.00054906396939460032 0.0021354388637449982 0.0001054218410511768 0.00079461016967203842 0.0028064153626849867 0.0015194646539971525 -0.00093901091272083077 0.0010146357193494084 -0.00019321904345261589 -0.0009319745057398979 -9.4732709183919327e-05 0.0012499863206921018 0.0017056439839672111 0.00053325867339332406 0.0017672011762874559 0.00062513084602981641 0.00098762575439136687
leaf_weight=194 21 53 22 28 22 117 97 22 38 62 27 21 1354 36 29 26 32 35 23 23 71 28 34 20 46 20 71 498 29 22
leaf_count=194 21 53 22 28 22 117 97 22 38 62 27 21 1354 36 29 26 32 35 23 23 71 28 34 20 46 20 71 498 29 22
internal_value=0 0.000769506 0.00159939 0.00162694 0.001086 0.000982223 0.00110957 0.00142513 0.00161409 0.00106737 0.00163759 0.000819122 0.00165484 0.0015797 0.00160445 0.00103559 0.00143205 0.0016395 0.00229607 0.000448405 0.000310583 0.000455008 0.000144589 0.000533985 0.000842496 0.00100119 0.000790926 0.00181007 0.00170435 0.00206798
internal_weight=0 554 2567 2454 279 257 236 139 2426 100 2326 48 2278 1535 1499 87 61 1412 58 275 222 199 128 94 66 113 91 743 527 216
internal_count=3121 554 2567 2454 279 257 236 139 2426 100 2326 48 2278 1535 1499 87 61 1412 58 275 222 199 128 94 66 113 91 743 527 216
is_linear=0
shrinkage=0.00345121


Tree=906
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 12 4 4 2 1 0 12 159 14 47 1 4 3 47 1 2 2 0 15 49 151 3 4
split_gain=753.143 91.1491 79.3519 45.4341 42.3366 36.8276 32.7062 28.9958 23.3565 23.075 17.5516 14.7489 14.2074 17.9266 13.3336 11.7482 10.995 10.5464 9.59895 12.2907 9.37141 8.40984 7.8942 10.3509 7.70616 11.4001 7.62091 9.6354 7.82417 7.26313
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -0.16363499999999997 0.090285000000000018 0.033845000000000007 0.27287000000000006 0.11389000000000002 0.12765500000000005 -0.097024999999999986 0.13597000000000004 0.084250000000000005 0.076175000000000007 0.077555000000000013 0.122715 -0.064054999999999987 0.090900000000000009 0.091680000000000011 0.16175000000000003 -1.0000000180025095e-35 0.11177500000000001 -0.11242999999999999 -0.095244999999999982 -0.063424999999999981 -0.082829999999999973 -0.013929999999999998 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 9 -6 15 12 14 16 -11 -9 -14 22 24 18 29 -1 -20 26 -7 -3 -24 25 -4 28 -28 -8 -2
right_child=1 5 7 -5 6 21 20 8 -10 11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0035867836806018584 0.0037485075279962273 0.0016087382559452131 0.0037383297913224979 0.0017784667876945305 0.00360984693386738 0.0010094415659708579 0.0018467107819572478 0.0041563606198873233 0.0028974867013431636 0.0017739953676536367 0.0021779608446338703 0.0009990646957147365 0.0034025303055498488 0.0023318288909799914 0.0013865684085762329 0.0042226573664462131 0.0040043192628417511 0.0023885403207825717 0.0032264035322567891 0.0022480775192459355 0.0028246936802127729 0.00012171782965422621 0.0028645850425539254 0.0020272494835739258 0.0036020309604663323 0.0024412159838048766 0.0023702091071043131 0.0014224596345454037 0.0027914634211334047 0.0029828609410017248
leaf_weight=69 30 24 20 74 31 77 23 37 171 70 22 83 735 25 37 46 33 29 84 26 31 21 42 50 1053 22 27 43 33 53
leaf_count=69 30 24 20 74 31 77 23 37 171 70 22 83 735 25 37 46 33 29 84 26 31 21 42 50 1053 22 27 43 33 53
internal_value=0 0.00181423 0.00337428 0.00253452 0.00288208 0.00148261 0.00244269 0.00347277 0.00331447 0.00169506 0.0032351 0.00135361 0.00340394 0.00336731 0.00203652 0.00360706 0.0033448 0.00303406 0.00322322 0.00299516 0.00221223 0.000819215 0.00224383 0.00240951 0.0035812 0.00305889 0.00206154 0.00178802 0.00240344 0.0032596
internal_weight=0 590 2531 186 422 404 188 2109 968 306 234 153 797 760 153 1141 212 112 179 110 157 98 116 92 1095 42 126 70 56 83
internal_count=3121 590 2531 186 422 404 188 2109 968 306 234 153 797 760 153 1141 212 112 179 110 157 98 116 92 1095 42 126 70 56 83
is_linear=0
shrinkage=0.00124344


Tree=907
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 4 2 1 2 4 150 2 2 52 11 47 14 131 2 4 481 49 43 4 3
split_gain=1332.73 212.589 130.836 111.093 76.4717 67.9596 37.8536 34.5544 33.7896 33.03 30.3688 22.3161 21.5402 20.9633 20.3321 16.6748 14.8949 12.1633 10.7199 10.503 10.3884 10.0944 9.65656 11.7585 7.71591 7.11297 7.10009 6.79339 6.10364 6.52468
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.089770000000000016 0.090425000000000019 0.27834500000000006 1.0000000180025095e-35 -0.0091949999999999983 0.088850000000000012 0.40674500000000008 1.0000000180025095e-35 0.090100000000000013 -0.41790499999999997 0.082750000000000004 0.31358000000000003 -0.036839999999999991 -0.010159999999999999 -0.054319999999999993 -0.08595499999999999 0.018150000000000003 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 6 12 15 11 -5 -6 14 17 16 -4 19 -14 18 -1 28 27 -16 23 -13 -2 -19 -11 -3 29 -7
right_child=1 2 8 9 10 7 -8 -9 -10 26 -12 22 13 -15 21 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011519555225827571 0.011520900845042592 0.0081292796556666561 0.009109170009214634 0.010863718987643293 0.010828409556174897 0.010382979489570959 0.012308879152202355 0.0096246479204021695 0.0093723678727639908 0.0096484310446962908 0.0092491443883779782 0.0075397195071350599 0.010082173075205238 0.0098372684526157189 0.0087739890455422326 0.0099144102361805111 0.011210824768922654 0.011685116680826295 0.010569035520540077 0.011572516488362375 0.0096440079519396586 0.0077445265512135746 0.0082843445889365375 0.0063455268896534236 0.010592478991655094 0.011189667033152181 0.008743717124362848 0.0089095128317139456 0.010697185423796014 0.011144276240436547
leaf_weight=935 50 23 39 34 71 23 76 41 34 33 32 59 23 25 22 28 268 59 22 49 32 80 20 20 24 476 30 167 146 180
leaf_count=935 50 23 39 34 71 23 76 41 34 33 32 59 23 25 22 28 268 59 22 49 32 80 20 20 24 476 30 167 146 180
internal_value=0 0.00906757 0.00880168 0.0112062 0.00937926 0.0112644 0.0113783 0.0108048 0.0081166 0.0097946 0.0103378 0.0079387 0.0113392 0.01102 0.00828261 0.0109184 0.0111216 0.0114068 0.0114977 0.010989 0.00893455 0.00796657 0.0074489 0.00723739 0.0112198 0.0112443 0.00921761 0.00881506 0.0109071 0.011058
internal_weight=0 673 599 2448 325 2351 1884 467 274 97 103 240 1808 316 141 426 291 1492 957 398 222 102 99 79 74 535 63 190 349 203
internal_count=3121 673 599 2448 325 2351 1884 467 274 97 103 240 1808 316 141 426 291 1492 957 398 222 102 99 79 74 535 63 190 349 203
is_linear=0
shrinkage=0.00134594


Tree=908
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 4 4 14 1 3 47 0 0 12 4 47 4 3 1 52 2 3 50 16 15 3 50 15
split_gain=891.733 107.822 94.9856 56.3495 51.3369 47.9468 35.9161 29.9263 29.701 21.489 18.7585 18.4369 18.0626 16.4546 16.198 17.0906 14.0999 13.1753 14.9936 19.2696 12.6281 12.5759 16.2766 14.8491 11.9794 10.8431 10.6606 9.40757 9.15485 9.15282
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -0.16363499999999997 0.04735000000000001 0.40945500000000007 0.076175000000000007 0.12000500000000001 -0.11171999999999999 0.090100000000000013 -0.062294999999999996 -0.076579999999999995 0.13597000000000004 0.27834500000000006 0.077555000000000013 -0.046564999999999988 0.092670000000000016 0.122715 1.0000000180025095e-35 0.10381000000000001 -0.0049599999999999991 0.041865000000000006 -0.12029499999999999 0.013270000000000002 -0.23446499999999998 0.089465000000000017 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 8 -6 9 12 14 -10 -1 26 -14 -4 27 25 18 -13 -20 -2 22 23 -8 29 -9 -3 -16 -29 -7
right_child=1 5 7 -5 6 24 21 16 10 -11 -12 17 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0025717720260406292 0.0036605358569431526 0.0016344335415246142 0.0039986646472891423 0.0019147349554594741 0.0039913626880129739 0.0011159594990393456 0.0021558864274669512 0.0038155773561990764 0.0021293789997952678 0.00472093719269085 0.0010938803750088718 0.004158097238452443 0.0034190189104803428 0.0019544403151298176 0.0042607459676187939 0.0026035662226633919 0.0024315463198705603 0.0045292094910802227 0.0035939946311694983 0.0022248275897571684 0.0026490332898841729 0.0033385522963235502 0.0017312203574605524 0.0033075614744108757 0.0016239776316307999 0.0032414152782232293 0.0025289890265926844 0.0035824541481823775 0.0040654937250121934 0.00016938103310348333
leaf_weight=26 83 73 1330 74 31 29 44 129 44 61 99 58 34 22 59 23 21 32 96 22 29 23 55 35 23 103 34 294 89 46
leaf_count=26 83 73 1330 74 31 29 44 129 44 61 99 58 34 22 59 23 21 32 96 22 29 23 55 35 23 103 34 294 89 46
internal_value=0 0.0019769 0.00377834 0.00280826 0.00320687 0.00159415 0.0026934 0.00389269 0.00185141 0.00395072 0.0014125 0.0036194 0.00223646 0.00284365 0.00392455 0.00371255 0.00346695 0.00375036 0.00360875 0.00333873 0.00339863 0.00243712 0.00228239 0.00266612 0.000790876 0.00356067 0.00191868 0.00377026 0.0036947 0.000535391
internal_weight=0 590 2531 186 422 404 188 2109 306 1856 143 234 163 56 1795 465 253 208 176 118 112 157 134 79 98 232 107 442 383 75
internal_count=3121 590 2531 186 422 404 188 2109 306 1856 143 234 163 56 1795 465 253 208 176 118 112 157 134 79 98 232 107 442 383 75
is_linear=0
shrinkage=0.00131955


Tree=909
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 4 4 14 2 12 1 4 50 47 47 0 49 47 14 0 50 16 3 16 49 3 151 15
split_gain=1050.07 125.354 116.384 71.208 67.7223 50.3524 38.5407 36.4524 31.8354 24.6744 21.8917 19.6707 19.5958 16.3171 14.9294 14.6533 14.3699 18.1277 13.2077 12.8393 12.587 11.7944 10.7386 10.591 9.90868 9.69171 9.08423 11.7414 8.87642 8.53218
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 -0.16363499999999997 0.04735000000000001 0.40945500000000007 0.076175000000000007 0.11389000000000002 0.096990000000000007 0.12000500000000001 0.27834500000000006 0.13226000000000002 0.091680000000000011 0.10019500000000002 -0.062294999999999996 -0.012034999999999999 0.077555000000000013 0.062655000000000016 -0.15350499999999997 0.041865000000000006 0.10994000000000002 0.090900000000000009 -0.44310499999999992 -0.066019999999999981 -0.013929999999999998 -0.082829999999999973 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 8 -5 9 16 11 19 -4 -10 25 -13 26 21 -18 -2 20 23 -3 29 24 -1 -9 27 -8 -28 -7
right_child=1 5 7 6 -6 22 15 13 12 -11 -12 14 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0040934695059149677 0.0028577747610014077 0.0031995164013138371 0.0046371099408397693 0.0045032316826560757 0.0021347243169666983 0.0012138353995732019 0.0021678695931531527 0.0045844020604280259 0.0023692152050069737 0.0055065207407086801 0.0028395391354743135 0.0043247909063796825 0.0012007038189811522 0.0027760303563900582 0.003055725872865902 0.0036229492951132592 0.0038686514589936685 0.0020780131990352918 0.0041640672663456509 0.0052014127804724843 0.0053017372812180158 0.0019894748107848522 0.0017328973555700657 0.0047463889325812499 0.0031048998586512802 0.0039273617918155574 0.0028264722702401458 0.0035417192387238818 0.0017698388120944786 0.00020479182636404518
leaf_weight=93 20 21 1462 31 74 29 23 67 44 61 22 312 99 21 21 31 30 20 92 33 20 92 23 38 28 165 27 31 45 46
leaf_count=93 20 21 1462 31 74 29 23 67 44 61 22 312 99 21 21 31 30 20 92 33 20 92 23 38 28 165 27 31 45 46
internal_value=0 0.00222653 0.00438482 0.00368642 0.00321623 0.00177088 0.00301874 0.00452457 0.00206195 0.00459529 0.00422284 0.00456432 0.00156025 0.0040058 0.00424476 0.00272563 0.00250209 0.0031524 0.0039308 0.00436639 0.00421244 0.00221435 0.000862023 0.00407543 0.00386471 0.00411711 0.00250486 0.00295656 0.00216608 0.000594955
internal_weight=0 590 2531 422 186 404 188 2109 306 1856 234 1795 143 253 333 157 163 50 112 212 179 113 98 159 121 232 126 54 72 75
internal_count=3121 590 2531 422 186 404 188 2109 306 1856 234 1795 143 253 333 157 163 50 112 212 179 113 98 159 121 232 126 54 72 75
is_linear=0
shrinkage=0.00145689


Tree=910
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 2 14 4 49 11 1 4 1 1 2 50 1 1 1 1 12 3 15 15 52
split_gain=1526.28 246.732 125.732 115.515 74.193 72.327 58.6203 53.6935 49.4552 42.1512 41.1672 32.8119 32.223 22.0296 19.3384 16.8304 24.8659 15.7755 15.2185 15.1462 14.1364 13.3572 12.5838 10.6324 10.208 9.34296 10.1336 9.11183 9.05879 8.72344
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 0.09253500000000002 -1.0000000180025095e-35 0.10497000000000002 0.089885000000000007 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.090540000000000023 0.12958500000000003 0.094835000000000017 0.041865000000000006 0.12000500000000001 0.13075500000000004 0.13265500000000002 0.122715 0.095780000000000018 -0.10831999999999999 -0.089964999999999976 -0.086849999999999997 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 8 6 10 19 21 18 11 17 -11 -2 15 25 -17 29 -10 -1 27 -3 -5 -14 -15 26 -12 -6 -21 -4
right_child=1 4 5 22 20 -7 -8 -9 9 12 14 -13 23 24 -16 16 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042592131934662087 0.0025661417320651035 0.0017293111587710765 0.0041928110179078465 0.0021903460755357766 0.00072138091872540823 0.0021231170332175948 0.0026251388099644492 0.0021916262345983641 0.0036636514800514773 0.0030596739587436176 0.003356580576267225 0.0049703485165290559 0.0017770323477594328 0.0039184568360443742 0.0043648627326032269 0.0040096444518419247 0.0025764527965968045 0.003856237699328162 0.0023334512752516299 0.0037939397780583479 0.0014524661717399737 0.00082298223650830219 0.0012254313294612997 0.00095357196489301462 0.0030547267673058922 0.0036839847911551678 0.003998485310295165 -0.0001205097044970705 0.0028217535442303953 0.0035559247542804036
leaf_weight=26 23 30 1058 60 63 26 38 69 24 24 34 60 147 100 81 28 34 238 20 20 26 66 24 23 21 299 378 22 31 28
leaf_count=26 23 30 1058 60 63 26 38 69 24 24 34 60 147 100 81 28 34 238 20 20 26 66 24 23 21 299 378 22 31 28
internal_value=0 0.00201157 0.0039266 0.00296424 0.00152346 0.00399088 0.00401222 0.00291312 0.00178857 0.0020638 0.00403577 0.00415576 0.00183808 0.0035765 0.00384132 0.00378646 0.0032237 0.00411884 0.00305902 0.00355965 0.000725765 0.00110621 0.00191466 0.00166562 0.00376855 0.00383553 0.00394551 0.00050348 0.003203 0.00417639
internal_weight=0 673 2448 228 445 2302 2276 146 334 238 2238 1384 194 144 854 773 62 1324 44 77 111 96 84 170 121 711 412 85 51 1086
internal_count=3121 673 2448 228 445 2302 2276 146 334 238 2238 1384 194 144 854 773 62 1324 44 77 111 96 84 170 121 711 412 85 51 1086
is_linear=0
shrinkage=0.00112622


Tree=911
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 1 15 41 13 3 150 43 1 160 15 10 4 42 0 47 42 0 47 48 42 4 4 15 12 3
split_gain=48.7364 7.24374 6.16124 4.60667 3.78018 3.51363 3.49531 4.48065 3.72292 4.74339 3.59968 3.38661 4.90339 7.5088 3.37393 3.04714 2.75656 2.57792 2.48659 2.4124 2.38098 2.3234 3.42841 2.17795 2.16359 2.43537 4.4114 5.02993 2.3927 2.1565
threshold=0.10920500000000001 -0.053259999999999995 0.08128500000000001 0.11411 0.13501500000000002 0.14262000000000002 0.040760000000000005 0.075585000000000013 -0.077799999999999994 0.11658 0.081835000000000019 -0.0098449999999999979 1.0000000180025095e-35 -0.072884999999999991 -0.091604999999999978 -0.062879999999999978 1.0000000180025095e-35 0.11159000000000001 -0.026509999999999995 0.13011000000000003 -0.0060199999999999993 -0.036484999999999997 0.089640000000000011 0.083685000000000009 -0.081159999999999996 -0.27825499999999997 -1.0000000180025095e-35 -0.011859999999999997 0.090695000000000012 -0.053259999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 6 17 8 29 -1 10 11 12 16 -14 -12 -7 -10 19 -6 -3 -4 22 -2 -22 -13 -26 27 -27 -28 -8
right_child=1 5 20 -5 18 15 7 -9 9 -11 14 24 13 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0031440418112395141 0.0043005568614812324 0.001515614970506572 0.0032482312821613397 0.0014889919032157434 0.0028900513802951593 -0.00081348105033341074 0.0031181956204460594 0.0045483185312366467 0.0032095606876768636 0.00089758384609484358 0.00082506574779746061 0.0044122967838258137 -0.00055993784895349099 0.0025226509791016014 0.0025531045633303087 0.00099590955928569144 0.0023246529924039771 0.0001428724098511609 0.0010059816500851285 0.0028632732636034936 0.00072731816409079837 0.0017770960167306457 0.0025433789743692743 0.0021397702123315009 0.0035415711183780863 0.0027225369177686651 0.0038209391643797726 0.00024027587914532942 0.0026744727136776281 0.0040220799763333939
leaf_weight=574 30 235 22 70 22 20 1006 41 136 24 29 22 20 41 57 76 107 21 26 25 26 26 51 65 116 41 60 21 64 47
leaf_count=574 30 235 22 70 22 20 1006 41 136 24 29 22 20 41 57 76 107 21 26 25 26 26 51 65 116 41 60 21 64 47
internal_value=0 0.00162335 0.00297224 0.00231166 0.0030156 0.00130019 0.00303847 0.00321062 0.00289492 0.00270115 0.00276177 0.00287015 0.00255746 0.00151197 0.00197039 0.000618953 0.00281991 0.00153292 0.00186951 0.0016452 0.00203059 0.00284985 0.00319419 0.00173621 0.00316353 0.00307257 0.00278007 0.00188177 0.00322921 0.00315854
internal_weight=0 554 2567 177 2454 377 2406 1094 1312 738 714 628 304 61 86 96 243 281 48 260 113 107 81 91 324 302 186 62 124 1053
internal_count=3121 554 2567 177 2454 377 2406 1094 1312 738 714 628 304 61 86 96 243 281 48 260 113 107 81 91 324 302 186 62 124 1053
is_linear=0
shrinkage=0.00412451


Tree=912
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 14 1 2 2 4 1 15 10 131 157 160 0 52 52 4 1429 133 0 475 15 1
split_gain=985.629 157.245 100.446 82.1976 59.8271 54.4094 43.3897 38.0749 30.7261 27.6502 26.1122 23.7864 19.8132 14.3029 12.6733 9.23319 9.43113 8.97038 8.74184 8.62017 8.60654 8.36263 8.23297 9.8136 7.99151 12.3488 6.64456 6.52277 8.13078 10.7691
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.091265000000000013 0.14753000000000002 0.42051500000000003 0.090475000000000014 -0.41942499999999994 -0.38124499999999995 0.091440000000000007 -0.42132499999999995 -1.0000000180025095e-35 -0.066089999999999996 -0.16675999999999999 0.40674500000000008 -0.51253999999999988 0.084770000000000012 0.083950000000000011 -0.026509999999999995 -0.07675499999999999 0.040760000000000005 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 6 7 20 9 12 11 -5 14 13 -4 22 -14 -17 -2 -13 -15 -3 -11 23 -1 -25 -26 -7 -20 29 -29
right_child=1 2 8 10 -6 26 -8 -9 -10 21 -12 18 15 19 -16 16 -18 -19 27 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0053114123324294223 0.0044278546267783681 0.0042435304539241029 0.0021419094819784411 0.0038672106347780368 0.0021155019426521001 0.003307028542935752 0.0022493885189039534 0.0025240599135733276 0.002660222337283647 0.0042203629112022543 0.0024036024549554612 0.0047565422227685535 0.0013550896475298196 0.0019132150720962697 0.0040277821311382233 0.0010563379789891878 -6.299468919997457e-05 0.0033726514641357155 0.0043291205670962828 0.0010313669770393714 0.0033218709639584393 0.0052156210375696793 0.0036739294150891031 0.0043887838191954374 0.0032061417373794769 0.0043783899039401986 0.0023019912020411462 0.0038854474161617338 0.0041368208837387213 0.0031151287117150159
leaf_weight=20 54 50 54 34 201 22 45 24 34 20 63 27 32 28 255 25 30 20 84 71 29 65 31 1070 27 41 26 379 224 36
leaf_count=20 54 50 54 34 201 22 45 24 34 20 63 27 32 28 255 25 30 20 84 71 29 65 31 1070 27 41 26 379 224 36
internal_value=0 0.00229167 0.002063 0.00413082 0.00256907 0.00418092 0.0033043 0.00421048 0.00146273 0.00422824 0.00291662 0.00419906 0.00129309 0.00158471 0.00430006 0.000780247 0.000445793 0.00414266 0.0040046 0.00128078 0.0039052 0.00498144 0.00435845 0.00437678 0.00436035 0.00391294 0.00276263 0.00397652 0.00393017 0.00381862
internal_weight=0 673 599 2448 325 2351 124 2303 274 2279 97 2194 240 153 1444 87 55 74 750 99 79 85 1189 1158 1138 68 48 723 639 415
internal_count=3121 673 599 2448 325 2351 124 2303 274 2279 97 2194 240 153 1444 87 55 74 750 99 79 85 1189 1158 1138 68 48 723 639 415
is_linear=0
shrinkage=0.00134594


Tree=913
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 4 3 2 1 14 47 2 2 34 2 52 131 2 12 14 1 2 1 43 12 15 0 131 31 52
split_gain=1057.69 180.055 111.109 88.1716 61.6488 57.1017 44.9543 44.3327 37.3298 34.3456 29.7771 24.79 19.1338 16.7241 13.4528 13.1994 11.8561 12.3939 11.6551 10.5208 9.46689 21.409 8.9777 8.75622 8.65675 8.39446 8.19853 8.06453 6.96816 6.45203
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 1.0000000180025095e-35 0.36766000000000004 -0.022174999999999997 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.13754500000000003 -1.0000000180025095e-35 0.094835000000000017 -0.56176499999999996 0.08844500000000001 0.31358000000000003 0.10345000000000001 0.097795000000000007 0.088975000000000012 0.097845000000000015 0.091195000000000012 -0.086304999999999979 0.095780000000000018 -0.059484999999999989 -0.066089999999999996 0.091440000000000007 -0.077289999999999984 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 8 6 7 26 9 14 11 12 22 13 28 -1 -13 17 -14 -15 -11 24 -22 29 -6 -17 -16 -3 -2 -4 -5
right_child=1 2 10 5 23 -7 -8 -9 -10 19 -12 15 16 18 25 20 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045134150955352514 0.0044455830852045079 0.0041881194429162025 0.0015724495747761046 0.0043622233040491332 0.0015792390500722925 0.0023112950624539371 0.002212746051795814 0.0028431541882170232 0.0024863549819105117 0.005246885906615803 0.002609675668062712 0.0046887356445264854 0.0010157125570461542 0.0017327076318470822 0.0038405895226509396 0.0041452060834210854 0.0018516918445059187 -0.0001095758882694741 0.0028143656018370529 0.0041986513492971158 0.0025346426844258456 0.0040333120877043254 0.0040621463194127141 0.0022918259421002523 0.0038622516945059516 0.002801633202288671 0.0033404557202954622 0.0035027832468001036 0.00057402332390683603 0.0037560193500336442
leaf_weight=26 54 50 22 1082 33 26 39 38 69 67 34 45 74 59 29 412 20 20 22 20 23 46 213 174 301 22 29 20 23 29
leaf_count=26 54 50 22 1082 33 26 39 38 69 67 34 45 74 59 29 412 20 20 22 20 23 46 213 174 301 22 29 20 23 29
internal_value=0 0.00232431 0.00209373 0.00411962 0.00259529 0.00418024 0.00332692 0.00420159 0.00316384 0.00422466 0.00149882 0.00419306 0.00134145 0.00168208 0.00377093 0.00402078 0.000964957 0.000776289 0.00202649 0.00500591 0.00398234 0.00353376 0.00430067 0.00217823 0.00402575 0.00339241 0.00387695 0.00419077 0.00106214 0.0043464
internal_weight=0 673 599 2448 325 2302 118 2276 146 2238 274 2151 240 126 77 827 114 94 81 87 782 69 1324 207 713 51 79 74 45 1111
internal_count=3121 673 599 2448 325 2302 118 2276 146 2238 274 2151 240 126 77 827 114 94 81 87 782 69 1324 207 713 51 79 74 45 1111
is_linear=0
shrinkage=0.00126831


Tree=914
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 159 14 2 2 4 11 1 4 2 132 47 4 1 15 3 3 12 4 52 43 15
split_gain=1114.68 184.193 111.113 94.9055 64.0054 52.9666 47.673 40.4353 30.4221 30.338 27.8189 27.4028 19.9452 22.2378 16.9597 15.7878 18.2656 15.4346 13.5928 11.6633 10.2148 10.0363 9.91455 9.29299 9.11998 9.37122 8.85044 8.58417 8.11522 7.70676
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13754500000000003 -1.0000000180025095e-35 0.062655000000000016 0.11474000000000002 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.094835000000000017 0.08764000000000001 0.090100000000000013 -0.036839999999999991 0.090540000000000023 -0.41942499999999994 0.31534000000000006 -0.11171999999999999 0.090285000000000018 -0.011209999999999999 0.40674500000000008 0.016310000000000002 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 7 19 6 10 17 14 -4 21 -6 13 -11 15 24 -17 -1 22 -3 -2 27 -14 -24 28 -26 -27 -5 -8 -19
right_child=1 2 9 5 11 -7 8 -9 -10 12 -12 -13 18 -15 -16 16 -18 29 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0050059887531046831 0.0049390852212463348 0.0023961946716488784 0.0031298521627365927 0.0048260573336499617 0.0041703743477299665 0.0027455782331513526 0.0043833986481381067 0.0027876122302456082 0.0032303736578887009 0.0026222002065640036 0.005671827952804416 0.0025555179563965403 0.0015706505768062252 0.0015670219487712253 0.0050269962917917172 0.0045429786536110217 0.0031037798675930209 0.0042035204705736058 0.0020711879259442396 0.0032457416932035808 0.0038917949393170478 0.0045077773911762417 0.0010406734524794645 -0.00013952986691424674 0.0047417208440370812 0.0045387144056362218 0.0041730227775372882 0.0040858241854622663 0.0033037530176709814 0.0031678129538204739
leaf_weight=26 50 191 26 1058 77 26 27 69 37 52 60 24 23 105 81 28 34 29 21 33 24 238 26 21 184 286 193 28 22 22
leaf_count=26 50 191 26 1058 77 26 27 69 37 52 60 24 23 105 81 28 34 29 21 33 24 238 26 21 184 286 193 28 22 22
internal_value=0 0.00263537 0.00239274 0.00455287 0.00291457 0.0046183 0.0046397 0.0035212 0.00440182 0.00177378 0.00479301 0.00378665 0.00163161 0.00191651 0.00445251 0.00439239 0.00375374 0.00417857 0.00114008 0.00252135 0.00459942 0.00475319 0.000860748 0.000513349 0.004448 0.0044886 0.00439137 0.00480697 0.00389866 0.00375674
internal_weight=0 673 599 2448 325 2302 2276 146 892 274 1384 101 248 157 855 774 62 77 91 224 74 1324 70 47 712 663 479 1086 49 51
internal_count=3121 673 599 2448 325 2302 2276 146 892 274 1384 101 248 157 855 774 62 77 91 224 74 1324 70 47 712 663 479 1086 49 51
is_linear=0
shrinkage=0.00131955


Tree=915
num_leaves=31
num_cat=0
split_feature=1 4 12 150 3 43 43 150 12 4 0 2 14 16 12 10 47 41 43 49 2 376 52 52 15 52 16 159 2 0
split_gain=57.669 8.38369 7.39782 5.54893 5.407 4.98321 4.44336 4.29397 3.5605 3.56841 4.0038 3.53486 2.85429 3.57486 2.70273 2.89078 2.63805 2.58318 2.48962 2.63779 2.42904 2.39182 2.37453 2.33011 3.01467 2.13182 3.67412 1.97798 1.95785 2.61306
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 0.11924500000000002 -0.074359999999999996 -0.085594999999999991 0.10980500000000001 0.11734000000000001 0.40124500000000002 -0.14920999999999998 1.0000000180025095e-35 -0.42495999999999995 -0.16927999999999996 0.10016000000000001 -0.074314999999999978 0.11518500000000002 0.079395000000000007 -1.0000000180025095e-35 0.092185000000000017 0.090790000000000023 0.083785000000000012 -0.065544999999999978 0.024145000000000003 -0.0040799999999999994 -0.088614999999999985 -0.054549999999999994 0.084695000000000006 0.10444500000000002 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 6 25 20 9 10 17 16 22 14 15 -14 -2 -4 -13 -20 -7 -8 -3 24 -22 -1 -27 -5 -10 -30
right_child=1 12 8 27 -6 7 21 -9 28 -11 -12 18 13 -15 -16 -17 -18 -19 19 -21 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0036881402008323884 0.0033644742944422823 0.00093268020680265765 0.0048785690850519656 0.0018204708016440745 0.00095812930417552597 0.0034584521482489208 0.00040616388101310521 0.0012745214363085815 0.0030930243202391895 0.0015296887293145512 0.0030806290291312396 0.0008542866855651293 0.002539196091447384 -0.00061175876621571415 9.1587131335847812e-05 0.00107617090066972 0.0021794794064276921 0.0031812559339812682 0.0032091275528963814 0.0015786731978982725 0.0017857436655923855 0.0018947661735672684 0.002411842213270322 0.0034839643288689126 0.0031617655788732514 0.0035037658608827295 0.0014395283595827653 0.00063651743660891142 0.0008984825077355354 0.0025614365757479639
leaf_weight=22 65 26 30 42 30 121 25 21 30 21 1959 26 23 20 33 133 47 23 25 34 53 42 40 40 41 21 31 40 23 34
leaf_count=22 65 26 30 42 30 121 25 21 30 21 1959 26 23 20 33 133 47 23 25 34 53 42 40 40 41 21 31 40 23 34
internal_value=0 0.00161048 0.00296605 0.00207585 0.00252057 0.00263298 0.0020502 0.0029307 0.00305997 0.00309228 0.00310859 0.00242254 0.00113834 0.000920189 0.0010823 0.00129187 0.0028672 0.004142 0.00183664 0.00226954 0.00306709 0.00133932 0.00182914 0.0027137 0.00238592 0.00269383 0.00227316 0.00124293 0.00230511 0.00189042
internal_weight=0 554 2567 279 447 417 141 276 2120 2033 2012 197 275 209 189 156 112 53 85 59 255 67 66 134 94 74 52 82 87 57
internal_count=3121 554 2567 279 447 417 141 276 2120 2033 2012 197 275 209 189 156 112 53 85 59 255 67 66 134 94 74 52 82 87 57
is_linear=0
shrinkage=0.00381041


Tree=916
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 1 2 3 12 3 3 12 1 43 39 133 2 16 15 3 51 4 402 39 1 1 2 2 0 51
split_gain=46.7119 7.26532 5.99224 4.73274 5.16574 4.40338 4.25763 3.71593 4.21663 3.14879 3.04029 2.89009 4.32012 3.1177 2.64633 2.61758 2.59934 2.4096 2.75052 3.6652 2.96156 2.37031 2.24874 2.24747 2.93738 4.53456 2.23046 3.04837 2.55788 2.20012
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.08864000000000001 0.11411 0.31534000000000006 -0.42850999999999995 0.10542000000000001 0.076840000000000006 0.087765000000000024 0.089875000000000024 0.093175000000000022 0.10166000000000001 -0.082724999999999979 0.15950500000000004 -1.0000000180025095e-35 -0.07490999999999999 -0.20241999999999996 0.0053700000000000006 0.024790000000000003 0.2506000000000001 0.096625000000000016 0.11212500000000002 0.11751000000000002 0.092235000000000025 -0.0091949999999999983 -0.068944999999999992 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 14 -2 10 -9 26 23 12 13 -4 15 -1 -10 21 -19 -20 -21 22 29 24 -3 -26 27 28 -7 -13
right_child=1 7 11 -5 -6 9 -8 8 16 -11 -12 17 -14 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020850137022879836 0.0027212172053198251 0.00011479853702067933 0.0031213201723930698 0.0036069753374376218 0.00052036107968555546 0.0025803505370267398 0.0014385862788705637 0.0016101699200954114 0.00049583173235427625 0.0032682595277996238 0.0019483717570688772 0.0030961863266138392 0.0013901546569969623 0.0045732446901928479 0.0017035650861226444 0.0033834994780487927 -0.0013036775552364808 0.0032278077011504702 0.0033736846942145002 0.0023201406434169717 0.00070515034150766707 0.0024697826369612717 0.0017102212936183541 0.00055256216656308552 0.0035121304527922156 0.0012792878844535736 0.0013142111760804322 0.0029734334576838706 0.0006568612826086393 0.0019600825441249011
leaf_weight=33 107 20 739 48 26 20 70 35 35 27 117 716 23 25 27 110 21 79 52 259 20 157 21 71 20 58 85 45 26 29
leaf_count=33 107 20 739 48 26 20 70 35 35 27 117 716 23 25 27 110 21 79 52 259 20 157 21 71 20 58 85 45 26 29
internal_value=0 0.00153815 0.00283283 0.00240736 0.00226305 0.00238452 0.00221396 0.00122085 0.000509152 0.00198247 0.0014473 0.00292254 0.00311685 0.00316883 0.00286463 0.00308385 -0.000178984 0.00280782 0.00254987 0.00238807 0.00220437 0.00292241 0.00301518 0.00110041 0.00149732 0.00185181 0.00178522 0.00222516 0.00149316 0.00305196
internal_weight=0 554 2567 447 399 373 177 377 91 203 286 2120 787 764 170 143 56 1333 410 331 279 923 766 169 98 78 176 91 46 745
internal_count=3121 554 2567 447 399 373 177 377 91 203 286 2120 787 764 170 143 56 1333 410 331 279 923 766 169 98 78 176 91 46 745
is_linear=0
shrinkage=0.00404364


Tree=917
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 4 2 4 1 2 2 4 2 52 47 14 1 16 48 160 52 4 16 131 15
split_gain=1031.31 180.679 102.651 83.4421 58.0747 50.8936 33.7424 32.8274 26.9159 25.6476 21.8397 20.7633 18.5978 16.0998 18.0066 12.5223 11.1588 10.7401 9.49978 9.44564 9.378 8.43037 9.09125 14.3718 7.88345 7.82534 11.4282 8.40697 7.38944 6.12674
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.27834500000000006 0.14753000000000002 0.27834500000000006 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 -0.55119499999999988 0.088850000000000012 -0.56176499999999996 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.29154999999999992 0.081805000000000017 -1.0000000180025095e-35 0.039215000000000007 0.24564500000000003 0.19444000000000003 0.09031500000000002 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 7 11 13 18 -5 -6 12 -4 16 15 -15 -1 -18 -7 20 -3 22 -22 -24 -14 26 -20 -27 -2 -13
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 29 24 14 -16 -17 17 -19 25 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0055245431837004002 0.0047897790012811324 0.003039863923277113 0.0026852989056131023 0.0041369199174311477 0.0040752614397088233 0.0048500732015860047 0.0029675081220571792 0.0054002441856713075 0.0030853402801224333 0.0027347293964114423 0.0028294830446882772 0.0015857431817492865 0.0022404064267029719 0.0035005885138820938 0.0032120147791454162 0.0044420478020622718 0.0046571556938774144 0.0044264214704494952 0.0040613634053020993 0.0031672549586489874 0.0029034087172670922 0.0016511163574764881 0.0014148325614847185 0.0025234666281837913 0.0014580853702614318 0.0044494695356917004 0.0030564382798166307 0.0035912291772670006 0.0039219552450438528 0.00087380158124265395
leaf_weight=21 52 33 40 34 72 33 37 76 41 61 35 32 29 26 25 261 946 525 193 32 44 29 28 65 84 145 21 22 24 55
leaf_count=21 52 33 40 34 72 33 37 76 41 61 35 32 29 26 25 261 946 525 193 32 44 29 28 65 84 145 21 22 24 55
internal_value=0 0.00263394 0.00240139 0.00442506 0.00287986 0.00447342 0.00181756 0.00456737 0.00408519 0.00323657 0.00366776 0.00164027 0.00192721 0.00453229 0.00426503 0.00435676 0.00458817 0.00457481 0.00418421 0.00251489 0.00240999 0.00228478 0.00241891 0.00218968 0.00165886 0.00412653 0.00396275 0.00433641 0.00451573 0.00113567
internal_weight=0 691 615 2430 338 2335 277 1880 455 95 107 240 153 1804 312 287 1492 1471 414 231 199 166 137 93 113 381 214 167 76 87
internal_count=3121 691 615 2430 338 2335 277 1880 455 95 107 240 153 1804 312 287 1492 1471 414 231 199 166 137 93 113 381 214 167 76 87
is_linear=0
shrinkage=0.00129368


Tree=918
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 4 3 52 132 1 39 16 1 52 2 160 0 42 457 131 156 49 1 52
split_gain=954.072 160.832 102.612 84.8527 55.5812 49.8642 32.8051 30.7136 29.2222 28.5793 25.6585 23.0764 16.9759 13.157 13.0807 12.1492 11.8766 10.5181 9.5281 8.39416 11.8491 10.9091 8.31499 8.25106 11.5379 7.8592 7.55924 7.31385 6.88966 6.55574
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.40473500000000007 0.30112000000000005 -0.56176499999999996 0.10365500000000001 0.091450000000000017 0.089200000000000015 -0.39185999999999993 0.14754500000000001 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 -0.026509999999999995 0.075730000000000006 0.048635000000000005 0.090175000000000019 0.083310000000000009 -0.087004999999999985 0.13534000000000004 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 19 6 7 10 12 -5 15 -6 16 -12 18 29 17 -4 -14 27 21 -21 -7 24 26 -2 -15 -3 -18 -1
right_child=1 2 8 9 11 22 -8 -9 -10 -11 13 -13 14 23 -16 -17 28 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043575201863785499 0.0044673076289249982 0.0026962546886868909 0.0014771359375606069 0.0038665504577681982 0.0038228607893614976 0.0034437973893944617 0.0026186535313773925 0.0049736671471662837 0.002658911636697871 0.0023863871981878431 0.0046977787031072587 0.0025220059232241763 0.001009527207564771 0.0038210373754305879 0.0017298039611140278 0.0039995241327125319 0.0018752949280944273 0.0025890776913047218 -7.1317160899356645e-05 0.0037060996319925868 0.0021134537400004181 0.0025496085565591877 0.0023631608686198215 0.0040912319561669181 0.0030970821648220364 0.0035904067294969329 0.0043631014984823044 0.0018603618704315264 0.0011435929087137823 0.0037445559107131699
leaf_weight=1097 50 22 24 34 74 22 22 84 37 61 43 33 39 310 26 206 33 35 21 20 60 43 26 412 33 26 50 86 62 30
leaf_count=1097 50 22 24 34 74 22 22 84 37 61 43 33 39 310 26 206 33 35 21 20 60 43 26 412 33 26 50 86 62 30
internal_value=0 0.00239188 0.00217248 0.00411463 0.00265086 0.00416339 0.00419078 0.00420605 0.00158875 0.00291613 0.00417648 0.00342166 0.00142377 0.00400056 0.000963358 0.0042884 0.00168089 0.00213676 0.000631232 0.00229381 0.0025249 0.00291675 0.00285845 0.00396331 0.00382921 0.00416732 0.00389632 0.00203064 0.00139776 0.0043412
internal_weight=0 691 615 2430 338 2335 2287 2265 277 95 2181 107 240 848 86 1333 154 59 60 231 123 63 48 805 393 76 360 108 95 1127
internal_count=3121 691 615 2430 338 2335 2287 2265 277 95 2181 107 240 848 86 1333 154 59 60 231 123 63 48 805 393 76 360 108 95 1127
is_linear=0
shrinkage=0.00129368


Tree=919
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 2 1 14 2 49 1 3 3 159 150 2 4 1 1 0 43 51 12 1 15 0 3 50
split_gain=993.116 156.411 79.361 75.8012 55.2738 47.9217 30.2318 29.1967 25.0623 21.6657 18.5205 15.6598 14.5151 19.8735 12.158 11.6258 12.427 12.4418 11.5813 23.8924 11.3569 15.5502 10.8558 10.611 9.19567 8.81097 8.35633 8.13793 7.9658 7.1588
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.091265000000000013 -0.064804999999999988 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.14960000000000004 -0.054984999999999992 0.080270000000000022 -0.12018999999999998 0.31370500000000007 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -0.013125 0.086455000000000018 0.075045000000000014 -0.046359999999999991 -0.025214999999999998 0.11144500000000002 0.090165000000000009 0.13075500000000004 -0.090344999999999995 -0.094299999999999981 -0.0069549999999999994 0.081075000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 15 9 -6 18 -4 12 14 -2 23 -14 22 16 17 28 20 24 21 -7 -8 -1 -20 -5 27 -12 -3 -15
right_child=1 4 8 25 6 7 10 -9 -10 -11 26 -13 13 29 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0041961869400486875 0.0025468841094873455 0.0025682090043155823 0.0036312489659727086 0.0022267768839638285 0.0025831758923306413 0.0039267306931268526 0.0012379023028112265 0.0026806394026778813 0.0021891520277677328 0.0048818845633299595 0.0014942993984765533 0.0037323832642744705 0.0027870213035573995 0.0037897297873947674 0.0007234842366613917 0.001565966752368134 0.0019610261157928018 0.0019097174978183944 0.0040119241118054868 0.0025728555752374217 0.0042952201984802051 0.0031673812149255955 0.0020140598587085725 0.0033547922351760753 0.0035297955211935675 0.0012641071420513524 -0.00020420680146018743 0.00040624752127888349 0.0036249247561604202 0.0041134590372079753
leaf_weight=897 24 24 34 61 28 263 85 48 61 62 20 127 28 246 44 38 61 21 112 38 105 60 53 28 199 24 20 33 28 249
leaf_count=897 24 24 34 61 28 263 85 48 61 62 20 127 28 246 44 38 61 21 112 38 105 60 53 28 199 24 20 33 28 249
internal_value=0 0.00208251 0.00391116 0.00297165 0.00162133 0.00396023 0.00125561 0.00369936 0.00270527 0.00410275 0.00110984 0.00354396 0.00406939 0.00389017 0.00133956 0.00222307 0.00240941 0.0027841 0.0037623 0.00358032 0.00391068 0.00378568 0.00153599 0.00417072 0.00370342 0.00195496 0.000537096 0.000816833 0.00313721 0.00395258
internal_weight=0 691 2430 236 455 2335 283 825 95 1510 255 151 1448 523 182 172 134 73 777 349 428 323 138 925 311 85 73 53 52 495
internal_count=3121 691 2430 236 455 2335 283 825 95 1510 255 151 1448 523 182 172 134 73 777 349 428 323 138 925 311 85 73 53 52 495
is_linear=0
shrinkage=0.00134594


Tree=920
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 47 12 4 2 4 4 2 14 12 47 47 16 4 3 15 0 16 11 0 49 160 4 2 2
split_gain=1409.88 166.17 155.543 112.668 87.209 53.0341 52.6955 50.9747 45.4841 32.8792 29.052 27.1094 25.5275 23.1091 21.5842 18.9143 17.39 15.2878 14.1553 15.174 12.6675 12.2248 13.2465 11.9942 12.4324 11.2634 10.7139 10.2905 8.62884 16.2996
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.16363499999999997 0.12958500000000003 0.09141500000000001 0.40124500000000002 0.14285500000000004 0.033845000000000007 0.27834500000000006 0.10855000000000002 0.076175000000000007 0.13597000000000004 0.091680000000000011 0.077555000000000013 -0.040964999999999994 -0.064054999999999987 0.090900000000000009 -0.41942499999999994 -0.11173999999999999 -0.43320999999999993 0.080455000000000013 -0.062764999999999974 -0.085174999999999987 -1.0000000180025095e-35 -0.036839999999999991 0.10981000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 12 -6 9 13 27 11 14 -3 16 21 23 25 18 -8 -1 -20 -11 22 -4 24 -9 -7 -13 -5 29 -2
right_child=1 6 7 8 5 15 17 10 -10 20 -12 26 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0050838561096594528 0.0021845591209422466 0.0026497809647666147 0.004939414621449683 0.0053250506241332421 0.0049534735713767679 0.0036181372676671051 0.0020885926489344433 0.0048572888723755923 0.0025686239486349175 0.001281584252877914 0.0041044495792575105 0.0021100063269855578 0.0033883364422505518 0.0060989063032528129 0.0035722361313347954 0.0039086211815119202 0.0057092781139876196 0.0037181871964306556 0.0045491656220267703 0.0032891951077880792 0.00021895487842941497 0.0050989093784855168 0.003482246241378383 0.0054139322592680937 0.0042995991610991673 0.0024722470064504178 0.0010338239590683158 0.0042942598999783843 0.0021408997023382734 0.0038040131074428447
leaf_weight=65 32 43 35 29 31 21 23 512 29 37 160 25 33 46 29 31 32 24 78 26 60 1145 20 65 97 105 77 62 128 21
leaf_count=65 32 43 35 29 31 21 23 512 29 37 160 25 33 46 29 31 32 24 78 26 60 1145 20 65 97 105 77 62 128 21
internal_value=0 0.00231036 0.0047622 0.00305311 0.00397064 0.00324623 0.00153677 0.00492059 0.00412634 0.00126798 0.00465377 0.00169859 0.00455264 0.0051054 0.0047788 0.00290913 0.00474379 0.00292073 0.00456097 0.00423417 0.000624288 0.00506731 0.00440954 0.00483071 0.00476846 0.00266323 0.00129759 0.00462275 0.00234158 0.00282623
internal_weight=0 590 2531 301 422 188 289 2109 120 242 863 145 234 1246 703 157 201 47 169 104 97 1200 55 674 609 126 102 91 181 53
internal_count=3121 590 2531 301 422 188 289 2109 120 242 863 145 234 1246 703 157 201 47 169 104 97 1200 55 674 609 126 102 91 181 53
is_linear=0
shrinkage=0.00142833


Tree=921
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 4 2 14 15 1 47 4 50 1 52 2 3 0 0 14 16 1 3 1 4
split_gain=1052.08 127.076 109.809 66.3182 65.9039 53.8725 41.9852 39.4285 33.1211 37.7311 26.8545 19.8444 19.2985 15.4204 13.8358 13.2388 13.2105 12.6491 12.6084 12.2402 17.1944 19.6614 11.4494 11.4057 10.7409 11.2342 10.0846 9.25629 9.21241 8.42665
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 -0.16363499999999997 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 0.122715 0.077555000000000013 -0.04890499999999999 0.041865000000000006 0.13436000000000001 1.0000000180025095e-35 0.10381000000000001 -0.0043399999999999992 -0.13027499999999997 -0.092404999999999973 0.062655000000000016 0.10994000000000002 0.13075500000000004 0.090900000000000009 0.12958500000000003 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 14 8 -5 12 -3 28 13 15 22 23 29 24 -11 -7 -18 20 21 -8 -4 -9 25 27 -6 -1 -10 -2
right_child=1 5 7 6 26 17 19 10 9 16 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038483159683530901 0.0045263413440111682 0.0013995051297387008 0.0035342391615266538 0.004318520336773643 0.002467248531364053 0.00069937081286803866 0.0024030548901384152 0.004738886203128281 0.0040118090102567788 0.0030570929014937958 0.0035805492377993021 0.0028050478783118006 0.0052215734936695152 0.0031016625249396983 0.0029404464373158209 0.0048488174989364738 0.0021063296410336681 0.0017960382342326144 0.0011181748475343851 0.0035429145819642991 0.001965988280589828 0.0037328601587099993 0.0043872541953943831 0.0041327071222861467 0.0048506030283965397 0.0044583113187280183 0.0014470611905798647 0.0029998844491732285 0.0027986685538693786 0.0036683275546494469
leaf_weight=93 30 90 27 31 50 75 49 56 22 20 171 22 46 23 29 33 128 23 26 23 55 30 1068 718 20 38 24 28 20 53
leaf_count=93 30 90 27 31 50 75 49 56 22 20 171 22 46 23 29 33 128 23 26 23 55 30 1068 718 20 38 24 28 20 53
internal_value=0 0.0021989 0.00411724 0.00351485 0.00308374 0.00179152 0.00294269 0.00423778 0.00205887 0.0023336 0.00404574 0.00397453 0.0044007 0.00414555 0.00370968 0.00409589 0.00206796 0.000956752 0.0019395 0.00267103 0.00252138 0.00290804 0.00436622 0.00417657 0.00395708 0.00384469 0.00213638 0.00365198 0.00343412 0.00397845
internal_weight=0 590 2531 422 186 404 188 2109 306 216 968 234 1141 797 112 212 174 98 154 157 134 79 1095 774 179 159 74 121 42 83
internal_count=3121 590 2531 422 186 404 188 2109 306 216 968 234 1141 797 112 212 174 98 154 157 134 79 1095 774 179 159 74 121 42 83
is_linear=0
shrinkage=0.00129368


Tree=922
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 2 4 2 4 2 52 3 1 1 2 12 160 15 52 2 160 10 52 15 131
split_gain=1191.71 202.136 131.356 93.7331 66.2704 54.6495 48.4913 41.2524 40.9689 36.5994 29.3218 24.5973 21.4319 21.14 15.1826 13.9323 11.8244 10.7218 9.14947 14.7559 8.32223 8.11106 7.9561 7.92502 12.0512 13.206 7.69557 7.37696 7.20998 7.17423
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.40473500000000007 0.14753000000000002 0.27834500000000006 0.094835000000000017 -0.56176499999999996 -0.010424999999999999 0.091195000000000012 0.089770000000000016 0.097845000000000015 0.095780000000000018 -0.067824999999999983 -0.41942499999999994 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 -0.38124499999999995 0.40674500000000008 -0.059484999999999989 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 23 6 9 14 12 10 17 -6 13 -4 -1 -12 -15 27 20 -20 -17 -18 -14 -3 25 -25 -24 -5 -16 -2
right_child=1 2 8 5 11 -7 -8 -9 -10 -11 15 -13 22 16 28 18 21 -19 19 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0044025373222936958 0.0043054240377124534 0.0018452752712389982 0.0021734966263478581 0.0042359379058130638 0.0036370640772357579 0.0020434951146912996 0.0027019964091201179 0.0023362685073537925 0.0025152833917565769 0.0048705591627465888 0.0045540552627671895 0.0023714876697227736 0.0011373732447253926 0.0016648438770988411 0.0036571146761348902 0.0039929353809400525 0.0015044478482998946 0.0039193139668489254 0.0025904488777329167 0.0038280348782339861 0.0037266666748010011 0.00059093609726564001 0.00087239324265556465 0.0034886027082082229 0.0019068201952240108 0.0022895665708003669 -4.3398634689720031e-05 0.0036129080439986413 0.0027316334236246707 0.0034996507032552934
leaf_weight=26 52 108 40 1082 74 20 38 67 37 86 43 33 32 41 29 413 20 210 22 41 302 52 25 20 60 43 30 29 22 24
leaf_count=26 52 108 40 1082 74 20 38 67 37 86 43 33 32 41 29 413 20 210 22 41 302 52 25 20 60 43 30 29 22 24
internal_value=0 0.00217537 0.00194359 0.0039897 0.00245362 0.00404979 0.0040675 0.00303575 0.00132125 0.00409079 0.00405948 0.00324675 0.00113717 0.00141187 0.00364439 0.00387856 0.00114227 0.00417193 0.00384123 0.00339586 0.00388047 0.000844689 0.000654067 0.00208624 0.00229783 0.00267021 0.00037287 0.00421968 0.00325789 0.00405097
internal_weight=0 691 615 2430 338 2286 2266 144 277 2228 2142 107 240 153 77 821 113 1321 778 63 715 72 87 231 123 63 55 1111 51 76
internal_count=3121 691 615 2430 338 2286 2266 144 277 2228 2142 107 240 153 77 821 113 1321 778 63 715 72 87 231 123 63 55 1111 51 76
is_linear=0
shrinkage=0.00121906


Tree=923
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 15 3 52 4 12 11 0 43 0 11 14 1 1 0 4 0 2 3 4 15 2 15 4 2 4
split_gain=77.2835 10.9464 9.9695 6.00195 5.90945 5.71049 5.076 4.40209 4.26802 4.18392 4.85091 4.66978 4.03548 3.26148 3.16716 3.58382 3.42649 3.16565 3.12227 3.06271 3.88437 4.11647 3.01879 2.71389 6.51024 3.33194 2.66995 2.65248 2.63295 3.21332
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.11411 0.08864000000000001 0.035560000000000008 0.31534000000000006 0.056145000000000007 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 -0.060129999999999996 -0.025214999999999998 -0.13843999999999998 0.078340000000000007 0.080160000000000023 0.081670000000000006 0.13075500000000004 -0.23194499999999998 -0.17966999999999997 -0.066089999999999996 0.092235000000000025 -0.10831999999999999 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.03241999999999999 0.0033150000000000007 0.11177500000000001 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 18 19 12 -8 9 10 11 13 -3 -4 -12 16 -16 -2 -1 -6 21 -21 -13 25 -25 -20 -23 -15 -14 -30
right_child=1 6 8 -5 5 -7 7 -9 -10 -11 14 22 28 27 15 -17 -18 -19 23 20 -22 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0056001226208607984 0.0041240111049229613 0.0014731391290714272 0.0023679203690963116 0.0020334570533570404 0.0044001585553410391 0.0049933197265316165 2.304155691077324e-05 0.0021206404945631236 0.002098984419140055 0.0031844538779104863 0.0063071246351170604 0.0017545841240688871 0.0037004614220292752 0.0042932880585082253 0.0026390245218924544 0.0062016308496548661 0.0047085703799778483 0.0021148158773408418 0.0050657569875329342 0.0037006022010950901 0.0011021585224102401 0.0026217796875315112 0.0036165765146424387 0.0039882088408247363 0.0013850436776590516 0.00287864324762984 0.00083970095146533889 0.0037982024076393247 0.0038051838441026655 0.0018159581164167357
leaf_weight=22 87 148 20 70 20 25 59 32 21 87 30 23 32 1465 21 25 79 20 52 66 33 84 84 76 27 20 22 265 21 85
leaf_count=22 87 148 20 70 20 25 59 32 21 87 30 23 32 1465 21 25 79 20 52 66 33 84 84 76 27 20 22 265 21 85
internal_value=0 0.00213601 0.00401142 0.00307021 0.00339339 0.0029286 0.00169741 0.000760659 0.00414173 0.00416217 0.00420445 0.00413985 0.00199547 0.00419631 0.00497839 0.0046595 0.00427397 0.00374846 0.00398322 0.00269919 0.00253324 0.00280781 0.00321634 0.00377996 0.00330583 0.00445823 0.00225191 0.00421745 0.00255565 0.00221005
internal_weight=0 554 2567 177 447 250 377 91 2120 2099 2012 1857 286 1750 155 125 100 107 197 225 205 172 107 175 103 72 106 1730 138 106
internal_count=3121 554 2567 177 447 250 377 91 2120 2099 2012 1857 286 1750 155 125 100 107 197 225 205 172 107 175 103 72 106 1730 138 106
is_linear=0
shrinkage=0.00455379


Tree=924
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 14 51 2 123 3 131 2 4 49 15 15 1 2 13 13 133 130 160 16 13 456 51 49 1210
split_gain=62.7817 14.7521 7.95258 5.86347 5.53511 5.09016 4.04659 3.71763 3.68789 3.50511 3.50401 3.24008 3.11278 2.96096 2.73424 3.53467 3.68881 2.67006 5.67059 3.66677 3.67814 2.44374 2.40582 3.10565 5.55296 4.25478 2.66021 2.39914 2.27783 2.27711
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.095545000000000005 0.088105000000000003 0.076975000000000002 0.10614000000000001 0.121465 0.084025000000000016 -0.14847999999999997 0.091440000000000007 0.14122000000000004 -0.17966999999999997 -0.032624999999999994 -0.30407999999999996 -0.41942499999999994 0.077565000000000009 0.089885000000000007 0.038215000000000006 0.090705000000000008 0.089200000000000015 -0.076894999999999977 -1.0000000180025095e-35 -0.0073349999999999986 -0.0044799999999999987 0.078475000000000003 0.11984500000000002 0.11902500000000002 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 5 4 6 13 17 8 10 12 -7 -2 -6 -3 -4 16 -16 27 19 29 -21 22 -15 25 26 -24 -25 28 -1 -19
right_child=1 2 14 -5 9 7 -8 -9 -10 -11 -12 -13 -14 21 15 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0035862458967983466 0.003921722939322172 0.0030791721456892448 -0.00024700761247949273 0.0012023201813134684 0.0031578563287673715 0.0012839655706262895 0.0044224182440763381 0.004088876258275486 0.00077131633883601575 0.0016488966979085725 0.0031363275258817934 0.0020393436451116714 0.0019781760066777516 0.000487525708333613 0.001248094450211725 0.002233528865430553 -0.00057848302284333993 0.0023554143288253547 0.0016236127898468272 0.00090847377260001459 0.0032720921900896067 0.0007681358234699735 0.0017689346419519586 0.0021554899897380953 2.5119679184936083e-05 0.0039967656169165996 0.00054050613189923411 0.0021832254904131554 0.0023017053607295693 0.0034784026865329557
leaf_weight=1092 70 25 28 22 529 23 71 25 21 31 71 20 41 23 68 38 26 33 37 21 24 50 35 131 31 25 20 22 24 444
leaf_count=1092 70 25 28 22 529 23 71 25 21 31 71 20 41 23 68 38 26 33 37 21 24 50 35 131 31 25 20 22 24 444
internal_value=0 0.00193988 0.00172001 0.00332181 0.00334149 0.00198546 0.00345773 0.00264736 0.00233398 0.00299955 0.00268309 0.00350342 0.003073 0.00171291 0.000923673 0.001172 0.000742871 0.00341737 0.00318394 0.00329454 0.00216907 0.00160448 0.00176228 0.00188343 0.00161515 0.0026972 0.00194158 0.00353203 0.00355862 0.00340071
internal_weight=0 730 640 2391 2369 480 1768 140 115 601 94 90 570 340 160 132 94 1697 559 522 45 315 265 242 182 60 151 1138 1116 477
internal_count=3121 730 640 2391 2369 480 1768 140 115 601 94 90 570 340 160 132 94 1697 559 522 45 315 265 242 182 60 151 1138 1116 477
is_linear=0
shrinkage=0.00412451


Tree=925
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 2 2 52 4 14 15 4 47 47 1 1 4 3 1 16 51 3 49 3 151 16
split_gain=1034.05 129.909 114.927 66.358 64.7171 55.8518 42.7014 38.87 36.3024 26.7675 21.61 19.9054 18.2552 17.4328 16.891 15.7038 14.5308 14.0454 13.2883 11.8464 11.7444 10.6511 10.5627 9.96937 9.84902 10.1254 9.642 12.2497 10.2162 9.36091
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.095330000000000012 -0.16363499999999997 -0.025214999999999998 0.11177500000000001 0.11389000000000002 0.048770000000000008 0.053180000000000012 0.076175000000000007 0.13592500000000005 -0.011209999999999999 0.077555000000000013 0.091680000000000011 0.122715 0.12656000000000003 0.033845000000000007 -0.13309499999999996 0.13075500000000004 -0.008904999999999998 -0.10056999999999998 0.092670000000000016 -0.063424999999999981 -0.013929999999999998 -0.082829999999999973 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 8 13 -5 19 -10 16 -7 14 20 21 -11 24 26 -2 -3 -4 -8 -6 -17 -1 -26 27 -9 -28 -22
right_child=1 5 6 7 22 11 12 17 9 15 -12 -13 -14 -15 -16 23 -18 -19 -20 -21 29 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0050778438658958406 0.0044291091910150966 0.0023045278445948006 0.0048199074765264294 0.0047036441463771464 0.0028544348448680938 0.00066224113053976784 0.0051367017778678444 0.0024732405839659054 0.0038438679374475553 0.0035629988477434006 0.0030990401456020777 0.0019895009815680325 0.003821056285561085 0.0056287132750550981 0.0032438133870115321 0.0025524557430249436 0.0053656259010558469 0.0038492694415202177 0.0033495836861968777 0.0015619786666966392 0.0046386690806126439 0.0044555684828850332 0.0017464380996006273 0.0015323264085424632 0.0044002832888980995 0.0034834430588374507 0.0031399445022245029 0.0037783962388971012 0.0020624745549907503 0.0038923760123355622
leaf_weight=31 83 80 1373 31 50 57 49 23 39 22 22 34 98 47 20 65 33 31 29 82 107 370 24 25 120 28 27 33 43 45
leaf_count=31 83 80 1373 31 50 57 49 23 39 22 22 34 98 47 20 65 33 31 29 82 107 370 24 25 120 28 27 33 43 45
internal_value=0 0.00254193 0.00456017 0.00390617 0.00349135 0.00210483 0.00469103 0.00329881 0.00238006 0.00286434 0.00439414 0.00115814 0.00435679 0.0048052 0.00447639 0.00252325 0.00452853 0.00302143 0.00414959 0.00192867 0.00477982 0.00453522 0.00249508 0.00226909 0.00437421 0.00422683 0.00281775 0.00324235 0.00247807 0.00441773
internal_weight=0 590 2531 422 186 404 2109 188 313 151 234 91 537 1572 439 112 212 157 112 162 1525 419 74 90 179 148 126 56 70 152
internal_count=3121 590 2531 422 186 404 2109 188 313 151 234 91 537 1572 439 112 212 157 112 162 1525 419 74 90 179 148 126 56 70 152
is_linear=0
shrinkage=0.00137286


Tree=926
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 14 2 2 2 4 2 52 12 51 52 1 11 12 13 12 4 15 15 0 10 47
split_gain=1428.02 239.127 141.927 116.77 79.7232 62.7947 55.1499 51.351 48.3054 40.8742 33.3683 30.2454 28.4263 19.9382 16.8452 13.9466 10.7611 14.4232 11.1253 10.0264 17.1467 11.4014 9.89969 9.7913 9.25991 9.02328 9.00534 8.86936 8.83659 8.66015
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.094835000000000017 -0.56176499999999996 0.051320000000000005 -0.10056999999999998 -0.066844999999999988 0.088975000000000012 1.0000000180025095e-35 0.095780000000000018 -1.0000000180025095e-35 0.10061500000000002 0.022185000000000003 -0.41942499999999994 -0.059484999999999989 -0.010949999999999998 -0.38124499999999995 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 29 6 9 12 14 11 23 16 13 -4 -1 -13 17 -5 -19 21 -21 -17 -15 -6 27 -14 -16 -23 -27 -3
right_child=1 2 7 5 10 -7 -8 -9 -10 -11 -12 15 25 22 26 19 -18 18 -20 20 -22 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0043074032358664076 0.0040267188822998385 0.0017219791497837655 0.0018479101005163144 0.0044787791340620709 0.0039372580696076321 0.001846493957796869 0.0025741215975814335 0.0023924607282730949 0.002080490560870884 0.0049253546358977831 0.0018912128704742853 0.0045530102659264785 0.00077621099736145704 0.00064648843629067402 0.0035542608104704686 0.0040025718913756347 0.0041980873626199493 0.0027756017928461537 0.0038493595275158258 0.0029322735948110325 0.0043160038702416675 0.0038877649912067943 0.0015257624014248814 0.0030725555414097766 0.0032987760434966809 0.000491745921252656 0.0025068776296052319 0.0030571598580923388 -0.00050921891493104843 0.0024189152355849107
leaf_weight=28 76 199 44 29 41 20 38 37 64 86 26 43 32 83 30 412 1230 25 37 45 20 206 26 40 73 25 22 22 30 32
leaf_count=28 76 199 44 29 41 20 38 37 64 86 26 43 32 83 30 412 1230 25 37 45 20 206 26 40 73 25 22 22 30 32
internal_value=0 0.00194591 0.00168877 0.00397172 0.00222953 0.00404013 0.00405949 0.00102893 0.00288568 0.00408482 0.00311683 0.00405108 0.000818718 0.00114141 0.00352983 0.00386365 0.00416756 0.00375496 0.00341639 0.00382555 0.00335804 0.00386817 0.000856224 0.00351024 0.00368421 0.000251216 0.00311114 0.00380762 -5.42349e-05 0.00181852
internal_weight=0 691 615 2430 338 2286 2266 277 144 2228 107 2142 240 153 80 821 1321 91 62 778 65 713 109 81 301 87 52 228 55 231
internal_count=3121 691 615 2430 338 2286 2266 277 144 2228 107 2142 240 153 80 821 1321 91 62 778 65 713 109 81 301 87 52 228 55 231
is_linear=0
shrinkage=0.00124344


Tree=927
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 150 2 47 4 43 4 11 2 2 34 11 3 0 0 4 0 43 2 0 43 131 2 15
split_gain=1132.25 140.149 121.548 102.591 68.9286 48.9474 40.3601 32.5877 31.5092 27.6406 24.3577 24.3311 23.6978 21.4945 20.2745 19.1993 20.5798 16.8944 15.6918 15.4388 14.3946 12.3249 11.4837 11.2871 16.2066 10.9684 10.5113 9.75924 9.56921 9.51787
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.10124500000000002 0.088105000000000003 0.092550000000000007 0.09487000000000001 0.11362000000000001 0.13082500000000002 0.053180000000000012 -0.066504999999999995 0.40473500000000007 1.0000000180025095e-35 0.087470000000000006 0.13754500000000003 -1.0000000180025095e-35 0.080150000000000013 0.095270000000000007 0.14486500000000005 -0.060129999999999996 0.41257000000000005 -0.10011499999999998 -0.08076499999999999 0.11177500000000001 -0.13027499999999997 -0.083134999999999987 0.08844500000000001 0.31358000000000003 -0.45963999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 23 13 8 11 15 19 14 -7 20 -1 16 -5 -15 26 22 25 -18 -8 -3 -25 -4 -6 28 -17 -23
right_child=1 3 6 9 18 12 10 -9 -10 -11 -12 -13 -14 17 -16 27 21 -19 -20 -21 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018925652105002441 0.003482954370918123 0.001269841194550104 0.0029296053945601624 0.00067780344112702221 0.0020610376667733808 0.0031744525092589526 0.0041817130497474545 0.0019623652617511917 0.0021563463814382451 0.0020431602111133868 0.0029074502209092894 0.0035566971621309226 0.0019340233613434335 0.0047386119467166411 0.0031975222613384756 0.00068524905793629733 0.0022181872300605708 0.0037811527669534086 0.0026117668860740715 0.0026089293114986197 0.0029146595234790873 0.0019089350571640368 0.0034446833495097168 0.0026915697393756943 0.0017205590053240194 0.0036684493768790738 0.0010576107915942279 0.0013514913786261662 -0.00017553837727197244 0.00094901022896123671
leaf_weight=21 52 45 25 45 35 57 27 26 29 34 125 205 28 39 47 74 27 53 39 26 33 20 567 26 108 1214 20 20 20 34
leaf_count=21 52 45 25 45 35 57 27 26 29 34 125 205 28 39 47 74 27 53 39 26 33 20 567 26 108 1214 20 20 20 34
internal_value=0 0.00175201 0.00345053 0.00158471 0.00290961 0.00207591 0.00355876 0.00314849 0.00325061 0.00111143 0.00335209 0.00336685 0.00276584 0.00367165 0.00279452 0.000979436 0.00127649 0.00418703 0.00207604 0.00344173 0.00363437 0.00160909 0.00347818 0.00174829 0.00190896 0.00365354 0.00169616 0.000651118 0.000502103 0.00130454
internal_weight=0 590 2531 538 422 264 2109 328 302 274 745 273 85 1364 68 240 126 92 94 620 1272 81 594 179 134 1239 55 114 94 54
internal_count=3121 590 2531 538 422 264 2109 328 302 274 745 273 85 1364 68 240 126 92 94 620 1272 81 594 179 134 1239 55 114 94 54
is_linear=0
shrinkage=0.00110414


Tree=928
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 2 14 2 4 2 11 3 43 1 2 49 16 12 15 10 52 2 160 1 52
split_gain=972.8 167.411 90.0091 83.6332 57.0037 52.9234 40.6896 35.4389 33.1991 26.8494 24.6078 19.8564 17.7248 16.9415 16.7606 16.7222 13.754 11.8053 9.1777 16.5325 9.09585 8.94331 8.9131 8.71497 9.24325 8.60942 12.3638 13.4636 8.5863 8.67881
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.092845000000000025 0.13082500000000002 0.13712500000000002 0.11474000000000002 0.062655000000000016 0.14753000000000002 0.42051500000000003 0.094835000000000017 1.0000000180025095e-35 -0.11171999999999999 -0.092909999999999979 0.088975000000000012 0.097845000000000015 0.088340000000000016 0.27776000000000006 0.10061500000000002 -0.41942499999999994 -0.38124499999999995 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 0.087135000000000004 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 25 6 11 14 12 15 22 28 13 -4 -1 16 17 -8 21 -20 -16 -18 -6 -14 -25 -3 27 -27 29 -5
right_child=1 2 8 5 10 -7 9 -9 -10 -11 -12 -13 23 -15 20 -17 18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0048294358863267429 0.0044549116098991119 0.0021040124266421822 0.0024282216082449101 0.0046680942890211042 0.0044217812521421818 0.0022191778338273419 0.0043909100857851529 0.0026024819012262284 0.0029254168958412277 0.0031035025094483617 0.0024369017057931223 0.0053819479729326396 0.0016032158119654095 0.0014722739137300771 0.002891797090740549 0.0048930976094279837 0.0043869392281080197 0.003061656009763946 0.0027378415370052749 0.0043108753151577294 0.0040435663443749194 0.0039534617833109718 0.0035108999973912517 0.0013186586066610785 0.00018836866856008008 0.0039905670051400589 0.002189198474684211 0.0026271497475539446 0.0044034293359239904 0.0038481252513383373
leaf_weight=28 76 108 54 906 41 20 20 64 37 38 26 60 32 99 24 77 555 34 20 34 28 107 40 25 30 20 60 43 390 25
leaf_count=28 76 108 54 906 41 20 20 64 37 38 26 60 32 99 24 77 555 34 20 34 28 107 40 25 30 20 60 43 390 25
internal_value=0 0.00253266 0.00229511 0.00437871 0.00277057 0.00444263 0.00446225 0.00336393 0.00171495 0.00423245 0.00359896 0.00460952 0.00152833 0.00180967 0.00397309 0.00428309 0.00422209 0.00355397 0.00427248 0.00372827 0.00351198 0.00431688 0.00397196 0.00103357 0.000702137 0.00238686 0.00263521 0.00305998 0.00457444 0.00464608
internal_weight=0 691 615 2430 338 2286 2266 144 277 885 107 1381 240 153 80 847 770 54 716 54 52 662 81 87 55 231 123 63 1321 931
internal_count=3121 691 615 2430 338 2286 2266 144 277 885 107 1381 240 153 80 847 770 54 716 54 52 662 81 87 55 231 123 63 1321 931
is_linear=0
shrinkage=0.00137286


Tree=929
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 150 43 4 0 14 0 12 50 2 4 12 0 13 1 1 1 40 15 3 16 4
split_gain=1050.95 121.851 121.244 66.1594 64.9819 53.2494 39.7161 29.728 35.47 28.054 24.8154 23.7598 21.4665 17.893 16.2728 22.7996 15.2303 13.8955 16.0984 18.8778 13.2251 12.7447 12.6999 12.1763 9.23341 8.77479 8.21493 7.91872 7.59265 7.13276
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091200000000000017 -1.0000000180025095e-35 0.10803500000000001 1.0000000180025095e-35 -0.04890499999999999 0.033845000000000007 -0.23194499999999998 0.076175000000000007 -0.09595999999999999 0.13597000000000004 0.041865000000000006 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 -0.13027499999999997 -1.0000000180025095e-35 0.12958500000000003 0.122715 0.12000500000000001 -0.063404999999999989 -0.089964999999999976 0.12745000000000004 -0.073404999999999984 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 12 7 13 24 22 10 -6 14 -1 20 -8 28 26 18 -14 -20 -4 25 -9 -2 -3 -10 -7 -23 -16 -11
right_child=1 5 6 -5 9 16 11 8 21 29 -12 -13 17 -15 15 -17 -18 -19 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0056764642485262083 0.0043389949197700966 0.0024492187504636005 0.0038915515394576513 0.0024366341449885039 0.0028258932529241446 0.0012281816478263417 0.0053813648369254096 0.004470837932571534 0.0026616584672400998 0.003104327465023835 0.004141993465232416 0.0039639183069272504 0.0050593086726793569 0.0056294052427470452 0.0047255437849020587 0.0032258728836858253 0.0022023826367464799 0.0037538218517732575 0.0046348273449346809 0.0030290740057058525 0.0047967692564349221 0.0024614271349281264 0.0029889198471175641 0.0033258879673758374 0.0014743387432216472 0.0018216658008158573 0.00023608841728125615 0.0033854857499717194 0.0044253160697158784 0.0023505137937322156
leaf_weight=22 83 24 30 74 36 54 39 22 33 59 93 161 56 46 241 25 23 62 36 21 1151 42 20 29 66 71 21 28 416 37
leaf_count=22 83 24 30 74 36 54 39 22 33 59 93 161 56 46 241 25 23 62 36 21 1151 42 20 29 66 71 21 28 416 37
internal_value=0 0.00252272 0.00451748 0.00342418 0.00385893 0.00210769 0.00464926 0.00238422 0.00265502 0.00336472 0.00377471 0.0044314 0.00442337 0.00480585 0.00453579 0.00448744 0.00124423 0.00426584 0.00454678 0.00404323 0.00477377 0.00238705 0.00376516 0.00407667 0.00173431 0.0020882 0.000950396 0.00283105 0.00453545 0.0028138
internal_weight=0 590 2531 186 422 404 2109 306 216 225 129 882 197 1227 721 682 98 175 113 57 1181 174 42 112 90 104 75 70 657 96
internal_count=3121 590 2531 186 422 404 2109 306 216 225 129 882 197 1227 721 682 98 175 113 57 1181 174 42 112 90 104 75 70 657 96
is_linear=0
shrinkage=0.00134594


Tree=930
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 1 4 2 47 0 14 15 2 0 52 2 3 47 14 50 0 15 15 16 3 3
split_gain=1117.29 142.661 117.399 70.2141 66.5169 58.3737 37.8797 37.3269 36.0508 27.1234 26.3391 23.1918 22.7509 18.9143 18.889 18.4798 15.0528 13.3623 13.1852 17.4542 18.3161 13.1409 12.7449 12.6992 12.3809 11.4364 11.0774 9.8255 10.9856 9.71652
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.09253500000000002 0.14753000000000002 0.090285000000000018 -0.16363499999999997 0.40945500000000007 0.12656000000000003 0.033845000000000007 0.11389000000000002 0.090100000000000013 -0.062294999999999996 0.076175000000000007 0.13592500000000005 0.11411 -0.13027499999999997 0.0046550000000000003 0.10381000000000001 -0.0049599999999999991 0.077555000000000013 0.062655000000000016 0.041865000000000006 -0.097024999999999986 0.013270000000000002 -0.41942499999999994 0.10994000000000002 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 11 8 14 -6 12 -10 15 21 25 -14 17 24 -2 -4 19 20 -9 22 27 26 -8 -3 -7 28 -1 -12
right_child=1 5 6 -5 7 23 10 18 9 -11 29 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038602245306077394 0.00395137101847182 0.0018555646456719184 0.0034934314375741279 0.0021779480600166048 0.0042042887919686951 0.0013206085545919572 0.0049059918386388634 0.0024231753895116379 0.002241516630082205 0.001146567222493327 0.002820723453810188 0.0027383380201931947 0.0036925061214044702 0.002212839169780201 0.0051707005593386018 0.0030523377960581092 0.0027611319488507788 0.0043791722967479116 0.0036244467928982678 0.0020360278530222927 0.0036486517750759615 0.0047880276732803432 0.0048816762774931896 0.0017749167896974388 0.0041491293509417233 0.0027286579290039981 0.00033931902640539543 0.0043818683608700957 0.0029739877855967877 0.0037237989534804612
leaf_weight=95 92 73 27 74 31 29 35 44 61 82 21 22 34 22 46 23 20 1068 21 56 33 34 20 23 739 34 46 38 28 150
leaf_count=95 92 73 27 74 31 29 35 44 61 82 21 22 34 22 46 23 20 1068 21 56 33 34 20 23 739 34 46 38 28 150
internal_value=0 0.0022167 0.00411684 0.00311783 0.00351816 0.00180183 0.00423663 0.0029594 0.00206931 0.00161364 0.00405571 0.00395432 0.00246907 0.00311121 0.00439012 0.00415072 0.00373883 0.00435733 0.00270881 0.00256423 0.00294838 0.00407875 0.00394551 0.000966627 0.00418335 0.002133 0.000718751 0.00382922 0.00365848 0.00361289
internal_weight=0 590 2531 186 422 404 2109 185 306 143 968 237 163 56 1141 797 112 1095 154 133 77 215 181 98 774 107 75 161 123 171
internal_count=3121 590 2531 186 422 404 2109 185 306 143 968 237 163 56 1141 797 112 1095 154 133 77 215 181 98 774 107 75 161 123 171
is_linear=0
shrinkage=0.00124344


Tree=931
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 52 51 43 43 132 1 151 2 11 2 123 13 1 3 13 16 159 52 3 49 50 51 51 131 15
split_gain=93.9239 21.0795 11.4482 7.55394 7.41697 7.21477 6.33427 4.48863 4.46154 3.93452 4.23784 3.91054 3.88336 3.71641 3.58554 3.54459 3.89232 3.36296 5.06532 3.3069 3.73769 3.07247 3.61247 3.31765 3.06255 3.05703 6.83872 3.03921 3.00712 2.56393
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092120000000000021 0.19022000000000003 -0.41904999999999998 -0.035139999999999991 -0.24021999999999996 0.10365500000000001 0.14754500000000001 0.077805000000000013 0.14122000000000004 1.0000000180025095e-35 0.11411 0.084025000000000016 -0.07743499999999999 0.080270000000000022 -0.10831999999999999 -0.039649999999999998 -0.042349999999999992 0.014475000000000003 -0.56368999999999991 0.092670000000000016 0.11560500000000001 0.083090000000000011 0.078435000000000019 0.067785000000000012 0.091440000000000007 0.09006500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 5 4 13 6 -3 8 -8 10 -4 14 15 17 19 16 -6 24 -19 -9 -21 22 -18 -24 -1 26 -20 -7 -2 -27
right_child=1 2 9 -5 12 27 7 11 -10 -11 -12 -13 -14 -15 -16 -17 21 18 25 20 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0034240618473042267 0.0036277040064934232 0.0034295075779388296 0.00071159264937770605 0.0012721496232774661 0.0034102045517077676 0.0023099483782897676 0.0025975384186863789 0.003391213619493559 0.0011459981780539449 0.0016512098229857313 -0.0010408613436175271 0.0032777594329248651 0.0019558621802207134 0.0040539929139290143 0.0014149426830828784 0.0020537275339712344 0.0040534225181646432 0.001507142017397499 0.0030969082576312204 0.0024826980530357726 0.00076783292993462971 0.003458364021882588 0.0027746614339119657 0.0015275183125226784 0.0022709988714619835 0.0037016330992826444 0.0015338385061308582 0.0038005104462403671 0.0021978141812784013 0.0030265026323640695
leaf_weight=955 70 21 54 22 209 39 25 22 215 29 20 21 41 69 110 41 22 21 229 41 20 82 376 24 25 134 34 23 20 107
leaf_count=955 70 21 54 22 209 39 25 22 215 29 20 21 41 69 110 41 22 21 229 41 20 82 376 24 25 134 34 23 20 107
internal_value=0 0.00183626 0.00162902 0.00316902 0.00318664 0.00181951 0.00168332 0.00160255 0.0012972 0.000635863 0.000237956 0.001945 0.00293059 0.00331596 0.00179999 0.00298359 0.00303706 0.00328213 0.00307209 0.00231029 0.00192045 0.00288233 0.0027704 0.00269983 0.00339465 0.0031373 0.00289484 0.0028629 0.00330995 0.00340189
internal_weight=0 730 640 2391 2369 537 475 454 240 103 74 214 795 1574 193 754 713 1505 525 83 61 504 422 400 980 504 263 62 90 241
internal_count=3121 730 640 2391 2369 537 475 454 240 103 74 214 795 1574 193 754 713 1505 525 83 61 504 422 400 980 504 263 62 90 241
is_linear=0
shrinkage=0.00325215


Tree=932
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 4 2 1 2 4 2 49 1 1 50 1 52 1 42 150 2 50 47 4 49 16 15 159
split_gain=1822.49 294.479 149.949 140.335 95.6691 82.8724 56.8977 52.6855 51.5904 49.6112 43.7914 40.0918 42.2289 24.5025 19.904 17.3015 16.8056 15.9922 15.4757 14.5234 10.8624 17.2776 9.76675 9.65739 9.40051 8.74813 9.93168 8.2225 8.20712 8.66773
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.062655000000000016 0.27834500000000006 -1.0000000180025095e-35 0.09253500000000002 0.089885000000000007 -0.35136499999999998 1.0000000180025095e-35 -0.054984999999999992 0.12408500000000001 0.091450000000000017 0.041865000000000006 0.13075500000000004 -0.56176499999999996 0.12000500000000001 0.075730000000000006 0.081835000000000019 0.31358000000000003 -1.0000000180025095e-35 0.11043500000000002 0.42642000000000008 -0.073374999999999982 -0.36241499999999999 -0.15914499999999995 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 8 6 7 10 19 -4 15 -10 -13 -2 25 -1 22 -5 -12 -3 21 28 -6 -22 -15 26 -14 -28 -20 -30
right_child=1 4 9 17 16 -7 -8 -9 11 -11 18 12 14 24 -16 -17 -18 -19 20 -21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0048285336971901141 0.0026774632994523151 0.0014690536133522914 0.0041322985948157127 0.0020952283611137606 -1.5591152576291516e-05 0.0027229789805854653 0.005773086398935234 0.0023760640823845968 0.0037753827486463067 0.0019791478708958837 0.0051786511975571766 0.0033016612222579365 0.0022905777101164264 0.0045146257787811138 0.0007782873207588005 0.0043783513131972467 0.0010264610859218048 0.00071890641628565065 0.0050005796442097209 0.00028384811341241944 0.0037650510927188553 0.0030266736858408708 -0.0011205394869690669 0.0045299237791587323 0.0036780314622146663 0.0024127799598075146 0.0018397463317472234 0.00095830488109379438 0.004035961056665708 0.0045968100048908236
leaf_weight=1127 24 31 34 61 51 48 84 22 21 61 43 30 30 87 58 206 23 24 25 66 37 27 24 375 40 33 38 50 270 71
leaf_count=1127 24 31 34 61 51 48 84 22 21 61 43 30 30 87 58 206 23 24 25 66 37 27 24 375 40 33 38 50 270 71
internal_value=0 0.00187995 0.00450879 0.00317464 0.00120842 0.00458036 0.00461934 0.00457535 0.00155158 0.00274975 0.00459754 0.00188322 0.00171697 0.00400101 0.0014895 0.00475896 -4.16275e-05 0.00170662 0.00434378 0.000662625 0.00429919 0.00412931 -0.000369175 0.00446123 0.00425113 0.00176268 0.00158087 0.00133893 0.00421065 0.00415274
internal_weight=0 691 2430 236 455 2335 2287 2203 357 95 2181 260 239 151 209 1333 98 85 848 97 805 393 75 412 127 151 118 88 366 341
internal_count=3121 691 2430 236 455 2335 2287 2203 357 95 2181 260 239 151 209 1333 98 85 848 97 805 393 75 412 127 151 118 88 366 341
is_linear=0
shrinkage=0.00142833


Tree=933
num_leaves=31
num_cat=0
split_feature=1 3 12 44 1 4 2 4 2 2 2 12 0 49 150 1 13 132 15 48 43 4 4 0 12 3 16 14 1213 1213
split_gain=86.8772 12.2361 10.819 6.88425 7.3964 6.60822 5.79803 5.40413 4.90738 5.58614 4.72495 4.33749 3.8583 3.79753 3.90886 3.71944 3.81169 3.7028 4.44708 5.95771 3.39402 3.3247 3.19963 4.56795 4.00942 2.6826 3.18802 2.47498 2.44795 2.70434
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.41257000000000005 0.14753000000000002 -0.15464999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.12043500000000001 0.088245000000000004 -0.014954999999999998 0.0093850000000000027 0.11740500000000002 0.089875000000000024 -0.14819499999999997 0.088890000000000011 -0.41942499999999994 0.086665000000000006 -0.078654999999999989 -0.011209999999999999 -0.00099499999999999979 -0.091794999999999988 0.12757000000000002 0.30112000000000005 -0.059624999999999991 0.062655000000000016 -0.081869999999999984 -0.0043299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 27 10 8 -6 -3 -10 -2 15 13 14 -9 16 -4 18 -8 -20 -11 -22 23 -13 28 26 -23 -1 -25 -30
right_child=1 6 11 -5 7 -7 17 12 9 20 -12 22 -14 -15 -16 -17 -18 -19 19 -21 21 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0037398948851722178 0.0040450725799478608 0.0010396607949280064 0.0059407395920777145 0.0055776114229566893 0.0041568713877998733 0.0017908814394998495 0.001754665848984626 0.0032535447839157198 0.0042564398739949657 0.0004397851703163527 0.0017135746116960801 0.0052337624663156366 0.00059991376400228482 0.0011241225256473514 0.001278453504760219 0.0028273006963746468 0.0043926784283732463 0.0022343964040330649 -0.0024655683626531428 0.00070178738702698885 0.0036684992545484838 0.0030483066297166531 0.0035993032542806862 0.0047536536512961204 0.0023387476045020027 0.00097945459191521372 0.0011919366581962562 0.0054028780063905373 0.00320161052863674 0.0040903236394845719
leaf_weight=165 99 84 33 27 43 57 24 119 26 23 21 68 21 28 24 29 806 23 20 29 28 54 315 97 27 38 28 20 76 669
leaf_count=165 99 84 33 27 43 57 24 119 26 23 21 68 21 28 24 29 806 23 20 29 28 54 315 97 27 38 28 20 76 669
internal_value=0 0.0020742 0.00402362 0.00339242 0.00325194 0.00304253 0.00161957 0.00272627 0.00194318 0.00232844 0.00363706 0.0041567 0.00240588 0.00262766 0.00292206 0.00439923 0.00445357 0.000672329 0.000180171 -0.000591011 0.00203529 0.00228324 0.00398856 0.00411942 0.00403222 0.00196002 0.00241442 0.00391968 0.00408652 0.00399966
internal_weight=0 554 2567 447 420 177 377 235 281 197 120 2120 192 171 143 868 839 96 73 49 171 148 1252 937 869 120 82 185 842 745
internal_count=3121 554 2567 447 420 177 377 235 281 197 120 2120 192 171 143 868 839 96 73 49 171 148 1252 937 869 120 82 185 842 745
is_linear=0
shrinkage=0.0044645


Tree=934
num_leaves=31
num_cat=0
split_feature=1 1 12 12 3 43 150 4 43 4 43 13 39 0 3 48 0 44 14 3 4 0 49 52 16 12 484 4 4 160
split_gain=70.3705 10.1684 8.76336 8.24242 6.07406 6.91729 4.96681 4.85936 4.38682 3.69866 3.16183 3.11666 3.34978 3.09838 3.86616 3.75663 2.71909 2.69657 2.61191 2.58086 2.57672 3.47577 2.41674 2.39153 3.20731 3.03836 2.25934 2.38077 3.75925 4.61158
threshold=0.10920500000000001 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.11924500000000002 -0.074359999999999996 0.10980500000000001 -0.036839999999999991 -0.085594999999999991 0.053180000000000012 -0.079914999999999986 -0.059629999999999996 0.092310000000000017 -0.075934999999999989 -0.15713499999999997 0.092475000000000016 -0.10474999999999998 1.0000000180025095e-35 -0.46242499999999992 -0.059315 -0.085594999999999991 -0.13455999999999999 -1.0000000180025095e-35 -0.054584999999999995 0.083160000000000026 0.093965000000000007 -0.011244999999999998 -0.49405499999999997 -1.0000000180025095e-35 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 8 17 -5 -1 13 -2 16 -13 19 -15 23 -3 26 -12 20 -4 -22 -10 24 -16 -25 -7 -28 29 -29
right_child=1 11 9 7 -6 6 -8 -9 22 -11 18 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0030760629051245912 0.00083702233996416791 0.0014657606751578118 0.0042222062977070058 0.0047370623119196934 0.0010910639102942776 0.0046523147815443209 0.0014870310097161803 0.0026869244745774423 0.0021714340881799584 0.0031642392035219871 0.0034866745523940475 0.002714958956135135 0.00087018440396474683 0.0043509984231407872 0.0012638296543423153 0.0018567440601169292 -1.2270754570808536e-06 0.005066806462256203 0.0018448695024268389 0.0053225184517935713 0.0020023461835693979 0.0037589352999061023 0.0004526134061160081 0.0043786651500330506 0.0032241964280121768 0.0033085265584260211 0.004351662631395815 0.0041310677637138703 0.0037224100989611802 0.0016294743653904407
leaf_weight=74 55 37 242 28 30 31 21 106 42 247 21 33 44 72 21 34 70 25 160 22 22 1131 25 69 67 193 39 20 92 48
leaf_count=74 55 37 242 28 30 31 21 106 42 247 21 33 44 72 21 34 70 25 160 22 22 1131 25 69 67 193 39 20 92 48
internal_value=0 0.00183017 0.00355025 0.00224834 0.00299331 0.00313016 0.00353309 0.00311531 0.00234145 0.00366768 0.00175608 0.000989288 0.0016608 0.00373407 0.00342026 0.00324574 0.000506049 0.00370159 0.00203536 0.00383506 0.0038116 0.00372542 0.00153008 0.00338067 0.00275638 0.00359036 0.00355319 0.00338197 0.00314561 0.00236524
internal_weight=0 554 2567 370 447 417 276 134 141 2120 236 184 77 1873 456 384 107 255 181 1417 1395 1153 67 350 88 262 230 199 160 68
internal_count=3121 554 2567 370 447 417 276 134 141 2120 236 184 77 1873 456 384 107 255 181 1417 1395 1153 67 350 88 262 230 199 160 68
is_linear=0
shrinkage=0.00437696


Tree=935
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 3 43 2 151 457 2 43 4 3 4 4 13 1 157 1 16 0 475 13 376 2 42 4 457 133
split_gain=57.0001 9.10214 7.09832 5.62768 5.24842 5.72616 5.38012 4.7143 3.88603 4.81704 3.84369 3.3838 3.35405 3.36097 5.55938 5.01098 3.25012 3.0183 2.83015 2.78072 2.74832 3.35678 2.84545 2.65613 2.2801 2.05255 2.03706 2.54264 2.02777 1.99576
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.25063000000000007 -0.090064999999999992 0.094310000000000019 0.14285500000000004 -0.086909999999999987 0.40124500000000002 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.030370000000000005 0.13075500000000004 -0.083699999999999983 0.09697500000000002 0.0073350000000000004 -0.13843999999999998 -0.07550999999999998 0.090705000000000008 0.084495000000000015 0.092120000000000021 0.075730000000000006 0.51164000000000009 0.045365000000000009 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 6 11 17 -8 19 -2 -1 13 16 15 -15 -4 26 -18 25 21 -16 -22 -20 28 -10 -3 -28 -13 -23
right_child=1 7 12 -5 -6 -7 8 -9 9 -11 -12 24 -14 14 20 -17 18 -19 23 -21 22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0030046644988930993 0.0032082878009003523 0.0014416964957263861 0.0053021319221578881 0.0013971540759514858 0.0045737821246166696 0.00061200806305841953 0.0055298225468806712 -0.00086855018139057741 0.0042430186816762661 0.00095414353943324857 0.00120623763882426 -0.00023388618133533381 0.0017572200480102582 0.003513637977190572 0.0018980796426448139 0.00050227511640905487 0.0054551582595137749 0.00089665413078445888 0.0021956069634790866 0.0022318466093441871 0.0041451546307873016 0.0039216567256864648 0.0030549966101300462 0.0040724108983668716 0.002665979111040993 0.0031255790549765019 0.0038974780118757528 0.0016725852451471275 0.0018846520216614102 0.0034619221665822372
leaf_weight=67 170 71 62 82 48 26 20 24 93 20 27 23 21 29 22 25 22 130 27 35 76 1250 248 57 24 70 24 26 21 281
leaf_count=67 170 71 62 82 48 26 20 24 93 20 27 23 21 29 22 25 22 130 27 35 76 1250 248 57 24 70 24 26 21 281
internal_value=0 0.00185497 0.00359834 0.00248224 0.00303386 0.0028486 0.0030045 0.00121857 0.00345036 0.00325958 0.0029339 0.00221848 0.00371736 0.00373697 0.00367879 0.00211949 0.00440568 0.00141814 0.00388134 0.00349245 0.00372365 0.00380981 0.00331071 0.00346915 0.00144385 0.00376314 0.00197841 0.00274053 0.000777234 0.00383728
internal_weight=0 554 2567 279 447 399 373 275 238 218 197 135 2120 2099 1931 54 168 251 106 198 1877 1553 324 84 68 163 121 50 44 1531
internal_count=3121 554 2567 279 447 399 373 275 238 218 197 135 2120 2099 1931 54 168 251 106 198 1877 1553 324 84 68 163 121 50 44 1531
is_linear=0
shrinkage=0.00492917


Tree=936
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 474 4 151 39 12 10 401 10 43 2 2 3 50 4 159 16 14 15 3 11 43 15 3 13 0
split_gain=46.7419 12.1351 6.09319 4.53137 4.41728 4.15054 4.59181 4.38446 3.97734 3.45024 3.22385 3.97651 3.08973 2.52935 3.383 3.63172 2.64263 2.50516 2.99566 2.80027 2.44238 2.43009 2.75033 2.37559 2.36134 5.93668 6.33653 2.48233 5.38263 2.33319
threshold=0.11846000000000002 0.051320000000000005 0.10124500000000002 0.085505000000000012 0.080200000000000007 0.086280000000000009 -0.14098499999999997 0.050660000000000004 0.10076500000000001 0.099815000000000015 -0.079859999999999987 0.085900000000000018 -0.39453499999999991 0.016310000000000002 0.073895000000000002 0.085155000000000022 -0.015584999999999998 0.127945 0.024790000000000003 0.014475000000000003 -0.073849999999999985 -0.23083499999999998 0.024640000000000006 -0.11255999999999998 1.0000000180025095e-35 0.035560000000000008 -0.015744999999999999 -0.11255999999999998 0.14871000000000004 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 7 -7 8 13 24 12 29 -2 14 -1 -16 -17 18 19 20 -11 -4 -23 -22 27 26 -26 28 -3 -12
right_child=3 9 21 4 -6 6 -8 -9 -10 17 11 -13 -14 -15 15 16 -18 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018515960708080724 0.00070291148646582267 0.00070328977828602716 0.002474033599625784 0.0020003108917982285 8.7012699515124332e-05 0.0023864917464725679 -0.00014492476041087093 0.0007614512613631746 0.00129867494133176 0.0028689942168455326 0.00079060231622970676 -0.0006917282569636027 -0.0013047350735028776 0.0015258570820059489 0.0044751489151403367 0.0038626775700763443 0.002607099262030912 0.0013087409216833046 0.001700348729432466 0.0036524233055583023 0.0030760861958584354 0.0011634321303061958 0.0025084173784825012 0.0018182889523933523 0.00089080937784912645 0.004706527511020726 0.0030853834621230036 0.0025855835057062141 0.0030024210050846249 0.0016995888734257667
leaf_weight=40 23 30 29 85 21 20 20 21 32 86 133 20 20 23 22 29 121 39 84 27 26 183 24 108 22 25 111 1614 27 56
leaf_count=40 23 30 29 85 21 20 20 21 32 86 133 20 20 23 22 29 121 39 84 27 26 183 24 108 22 25 111 1614 27 56
internal_value=0 0.00240787 0.00191902 0.000973236 0.00162126 0.00224838 0.00112078 0.00240499 0.00253426 0.00253325 0.000700654 0.000892309 -0.000230878 0.0027025 0.00283016 0.00305773 0.00284984 0.00220425 0.00230976 0.00251701 0.00237767 0.00146126 0.00131937 0.00206234 0.0025998 0.00303632 0.00272237 0.00255853 0.00179235 0.00105993
internal_weight=0 2763 564 358 106 328 40 288 267 2199 252 209 43 235 212 172 150 370 331 247 220 236 207 134 1829 158 133 1671 57 189
internal_count=3121 2763 564 358 106 328 40 288 267 2199 252 209 43 235 212 172 150 370 331 247 220 236 207 134 1829 158 133 1671 57 189
is_linear=0
shrinkage=0.0037357


Tree=937
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 47 51 3 132 12 484 16 150 1 16 4 3 3 4 2 4 159 39 49 51 150 0 15 0 1
split_gain=37.861 9.8294 5.01837 4.18118 4.41649 4.3362 4.69276 4.05005 4.0456 3.92458 3.54712 3.21875 3.02958 2.96967 2.95745 2.94042 2.55409 2.52137 4.2581 3.98207 3.66455 2.50434 2.49201 2.60263 2.74207 2.33118 2.30591 2.17909 3.47255 2.47305
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.077555000000000013 0.090230000000000019 0.30112000000000005 0.08696000000000001 -0.42850999999999995 0.041405000000000004 -0.39185999999999993 0.08926000000000002 0.10171500000000001 -0.024819999999999998 0.053180000000000012 0.11924500000000002 -0.14186499999999996 -0.14098499999999997 0.082275000000000015 -0.42529999999999996 0.097885000000000014 0.085060000000000011 0.14233500000000002 -0.069724999999999995 0.099310000000000009 -0.072594999999999979 1.0000000180025095e-35 0.11070500000000001 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 -5 6 10 11 12 -9 13 25 16 14 -6 17 -4 19 20 -3 -19 -11 23 24 -13 -2 -1 28 -21 -29
right_child=7 15 8 4 5 -7 -8 9 -10 21 -12 22 -14 -15 -16 -17 -18 18 -20 27 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0023681431807986994 0.00035807724849331538 0.0043893973587026914 0.0022407134971946258 0.0029847146684268419 0.0020718019973630245 0.0031450357841767969 -0.00014566136254003212 0.001357786530391245 -0.00041774981669561747 -0.00092114255006084389 0.00035259502850553342 0.0015945361887097268 0.00045509524037439349 0.0012104911549005385 0.003610468594514798 0.0020846707126640886 0.00096492631382606232 0.0023395012644174111 0.0025149391900445585 0.0010149950909934056 0.00022693477144429796 0.00076297520611255578 0.001023054153147429 0.00076986613969467251 0.0032557915111506601 0.0018959654637939471 0.00077606451525510164 0.0026676694388134783 0.0028225015966897439 0.0044427516393269594
leaf_weight=21 83 28 79 108 64 42 20 34 20 42 20 32 34 37 30 285 38 29 1691 24 25 22 72 20 33 20 51 33 63 21
leaf_count=21 83 28 79 108 64 42 20 34 20 42 20 32 34 37 30 285 38 29 1691 24 25 22 72 20 33 20 51 33 63 21
internal_value=0 0.00234572 0.00186948 0.00212109 0.00231862 0.00198088 0.00169495 0.000948116 0.00129124 0.000247574 0.00193874 0.00121217 0.00151759 0.0021809 0.00256287 0.00246786 0.00182636 0.00252492 0.00247924 0.00299652 0.00136146 -0.000342227 0.00157658 0.00204545 0.00243794 0.000656696 0.00124042 0.00271992 0.00232388 0.00335798
internal_weight=0 2763 564 393 321 213 171 358 171 98 151 260 151 131 94 2199 117 1914 1745 169 54 64 157 85 65 103 72 141 87 54
internal_count=3121 2763 564 393 321 213 171 358 171 98 151 260 151 131 94 2199 117 1914 1745 169 54 64 157 85 65 103 72 141 87 54
is_linear=0
shrinkage=0.00404364


Tree=938
num_leaves=31
num_cat=0
split_feature=1 12 2 1 47 0 4 14 52 0 457 3 3 16 131 447 9 47 13 12 43 43 41 43 15 3 13 16 12 1444
split_gain=30.704 8.65802 4.87842 4.59386 3.17734 3.62715 3.46618 2.95988 3.38412 3.2357 2.73149 3.45772 3.80223 4.60341 2.72502 2.67851 4.1471 2.62102 2.85154 2.5662 2.92148 3.29311 2.64491 3.95354 2.96162 2.53897 2.39077 3.83533 3.36632 2.15338
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.093575000000000019 0.085505000000000012 -0.040504999999999992 0.022185000000000003 -0.41790499999999997 -0.063789999999999986 0.024095000000000002 0.29113500000000009 0.0051600000000000005 0.13524500000000003 -0.52595999999999987 0.096070000000000016 0.089395000000000016 0.081890000000000004 0.091680000000000011 -0.0072999999999999992 0.086700000000000013 0.08845500000000002 0.042785000000000004 0.077565000000000009 -0.093959999999999988 0.13592500000000005 -0.028564999999999997 -0.063184999999999977 -0.008904999999999998 -1.0000000180025095e-35 -0.081494999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 -2 14 11 17 13 -13 26 16 19 18 -5 20 21 -3 24 -24 29 -20 28 -28 -9 -21
right_child=4 15 -4 10 5 -7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 25 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0023362980533647463 0.00043329308472486147 0.0026521911736721248 -0.00026812141901115636 0.0015038173070958318 0.0035386398232359053 -8.1977120597580172e-05 0.0014255567537306399 0.00065330451276630268 0.0028344827421940386 -0.00096031848448092916 9.1603702823216387e-06 0.001292049121249796 0.0010016908142360843 0.0033046215238308313 0.0020757064404012065 0.0010340657202119788 0.0042305795188742048 0.0026478895364591888 0.001124924344856341 0.0036426101275941112 0.0042076694350424411 0.0010286740771153176 -0.0001854693229837227 0.0025033647099415648 0.0011763100086496653 -0.00074023172018411812 0.001736295369094806 -0.00046927713192638864 -0.0012580608755208777 0.0023469204892968502
leaf_weight=241 23 562 21 83 20 21 58 41 22 30 21 33 39 64 21 27 24 21 29 25 22 25 20 22 41 27 44 23 31 1440
leaf_count=241 23 562 21 83 20 21 58 41 22 30 21 33 39 64 21 27 24 21 29 25 22 25 20 22 41 27 44 23 31 1440
internal_value=0 0.00227928 0.00180288 0.00188082 0.000874932 0.00153266 0.00196737 0.000597846 0.00160721 0.000358787 0.00153455 0.00164276 0.00215588 0.00261993 0.000606119 0.00240421 0.00242117 0.00120662 0.000988873 0.00240104 0.00264174 0.00258305 0.00230635 0.00122297 0.00233656 0.000225653 0.000384095 0.000979159 -0.000169644 0.00236903
internal_weight=0 2787 579 558 334 99 78 235 45 190 317 296 136 97 160 2208 2181 160 139 2157 609 587 1548 42 1506 56 139 67 72 1465
internal_count=3121 2787 579 558 334 99 78 235 45 190 317 296 136 97 160 2208 2181 160 139 2157 609 587 1548 42 1506 56 139 67 72 1465
is_linear=0
shrinkage=0.00437696


Tree=939
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 14 47 2 2 49 2 159 2 150 2 2 0 15 12 15 3 1 15 157 4 42 0
split_gain=955.155 159.932 79.278 73.2196 58.7598 51.6715 37.4621 36.0726 34.3526 30.0748 22.7373 20.4014 16.8308 16.1581 14.714 14.4483 13.3587 12.6743 12.2166 10.1543 20.3286 11.0931 9.94003 8.48226 8.46985 8.41617 8.12256 7.61837 7.45432 14.087
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.14753000000000002 0.091265000000000013 -0.054984999999999992 -0.0050599999999999994 0.082585000000000006 0.094835000000000017 1.0000000180025095e-35 0.116525 0.11474000000000002 -0.10151999999999999 -0.12255999999999999 0.084100000000000022 -0.41942499999999994 -0.0069549999999999994 0.13075500000000004 -0.053579999999999996 -0.41266499999999995 0.04735000000000001 0.084835000000000008 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 14 6 8 15 11 10 13 19 -2 -6 16 -1 18 -15 23 20 -4 -22 -12 -3 -5 -17 -13 -24 -21 -30
right_child=1 4 5 24 9 -7 -8 -9 -10 -11 22 26 -14 17 -16 25 -18 -19 -20 28 21 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003977099091979323 0.0022415389803024633 0.0023235669469084215 0.0043398831777162698 0.0019951004472578849 0.00066170142452170956 0.00155606905890416 0.0023549672619929754 0.0019349755910895378 0.0044109383757881164 0.0021096620396330013 0.00089694902656475156 0.0040883489178866689 0.0033996737482219217 0.0022816506341204403 0.00128691830308347 0.0032464325044967049 0.0017429925769973586 0.0012227165805363863 0.0017306835242627283 0.0037997296487135208 0.0027389767118519413 0.0037703174491818146 0.00051510635405892214 0.0033511073418157409 0.0011056886629113001 0.0021995498142954569 0.0033914726629971702 -0.00046699111229084247 0.0036449951432223362 0.0025876660869558082
leaf_weight=26 24 24 24 61 64 20 38 67 86 37 32 28 127 24 38 30 61 75 21 713 62 23 24 28 24 21 688 27 583 21
leaf_count=26 24 24 24 61 64 20 38 67 86 37 32 28 127 24 38 30 61 75 21 713 62 23 24 28 24 21 688 27 583 21
internal_value=0 0.00183833 0.00352826 0.00268556 0.00139888 0.00358575 0.00360367 0.0026155 0.00362496 0.00104355 0.000883205 0.00359341 0.0032156 0.00115836 0.00198353 0.00320764 0.00218107 0.00147943 0.00254714 0.00368112 0.00330909 0.00301805 0.000342845 0.00287686 0.00174397 0.00281536 0.00341872 -4.8276e-06 0.00371191 0.00360823
internal_weight=0 691 2430 236 455 2286 2266 144 2228 283 246 2142 151 163 172 77 134 99 73 1426 109 85 83 52 85 51 716 51 1317 604
internal_count=3121 691 2430 236 455 2286 2266 144 2228 283 246 2142 151 163 172 77 134 99 73 1426 109 85 83 52 85 51 716 51 1317 604
is_linear=0
shrinkage=0.00126831


Tree=940
num_leaves=31
num_cat=0
split_feature=1 2 12 97 44 2 4 3 51 1 4 150 0 156 0 13 13 484 484 14 52 42 403 401 1446 475 3 52 16 12
split_gain=29.1658 8.43081 5.46077 4.69902 4.13358 3.57057 3.34209 4.46649 3.29382 4.39939 3.29459 2.76599 2.87436 2.69829 2.90891 2.697 2.57726 2.53428 2.53252 2.08603 4.17607 2.07634 2.08204 2.05977 2.20099 2.2045 2.96618 2.0279 2.77988 1.87926
threshold=0.12000500000000001 0.10060500000000001 0.086095000000000019 -0.083924999999999986 1.0000000180025095e-35 0.14122000000000004 -0.082249999999999976 0.092670000000000016 -0.40274499999999996 0.16773500000000005 -0.034939999999999992 1.0000000180025095e-35 -0.23091999999999999 -1.0000000180025095e-35 -0.085754999999999984 -0.08971999999999998 -1.0000000180025095e-35 0.085595000000000018 -0.081614999999999979 -0.10708499999999999 -0.065544999999999978 0.08426500000000002 -0.0076149999999999994 0.080190000000000011 0.037915000000000011 -0.084144999999999984 -0.15121499999999996 0.047850000000000011 0.41553500000000004 0.11903500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 11 13 23 -2 10 -10 15 -13 -5 18 -3 -14 -16 -15 20 -12 -20 -23 24 25 -8 -27 28 -17 -21
right_child=8 2 -4 4 -6 -7 7 -9 9 -11 19 12 16 14 17 27 -18 -19 21 29 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00072962138023031876 0.0024956280744612034 0.00075217283637557389 0.0021728825269113471 0.0043124029009423753 0.0044475020975579555 -0.00036476229175286305 0.0027745197391816825 0.00080667537895978486 0.0019979826604183282 -0.0012284682262422076 0.00015808049428151215 0.0020953448321958334 0.00099342699008745836 0.0018802668974595951 0.0025260150308760465 0.0013873977849412371 -0.0009647663357721251 0.0011058634662908203 0.0029871027660107238 0.00026238132983878645 0.0025782827768485264 0.0051400986331227158 0.0032569471549090219 0.0028041408830062572 0.0028034842540971081 0.00052259946092565247 0.0021798413375526491 0.0029017339824794256 0.0032415731536275974 0.0014812471335347609
leaf_weight=33 23 38 392 20 20 22 124 39 45 21 27 25 37 27 346 83 21 27 93 158 30 22 25 167 141 22 1000 43 20 30
leaf_count=33 23 38 392 20 20 22 124 39 45 21 27 25 37 27 346 83 21 27 93 158 30 22 25 167 141 22 1000 43 20 30
internal_value=0 0.00226143 0.00182962 0.00240106 0.00242767 0.00136401 0.00240799 0.00229767 0.000865333 0.000744764 0.000887654 0.00150645 0.000829883 0.00270211 0.00264247 0.00181164 0.000284426 0.00242322 0.00313218 0.000683716 0.00143187 0.00337362 0.00413842 0.00233766 0.00227713 0.00221237 0.00214417 0.0020874 0.00174743 0.000456881
internal_weight=0 2787 681 2106 2073 289 2053 1493 334 311 290 267 83 560 540 184 58 373 167 245 57 140 47 1454 1287 1146 1022 146 103 188
internal_count=3121 2787 681 2106 2073 289 2053 1493 334 311 290 267 83 560 540 184 58 373 167 245 57 140 47 1454 1287 1146 1022 146 103 188
is_linear=0
shrinkage=0.0044645


Tree=941
num_leaves=31
num_cat=0
split_feature=1 2 12 9 44 147 14 43 52 3 13 16 12 150 0 16 0 149 11 12 42 4 1212 2 158 15 4 123 2 0
split_gain=23.6243 6.82896 4.4257 3.8514 3.3327 3.49867 3.18381 3.12491 2.93222 2.85681 3.31164 3.2819 2.36998 2.22553 2.23605 2.18016 3.02789 2.14622 2.41167 2.14321 2.13244 2.13158 2.37782 3.30793 2.10675 2.05083 2.00276 1.9393 1.88702 1.87867
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.089365000000000014 0.062655000000000016 -0.078654999999999989 -0.087769999999999987 0.30112000000000005 -0.47860499999999995 -0.39185999999999993 -0.26532499999999998 1.0000000180025095e-35 -0.23091999999999999 -1.0000000180025095e-35 -0.14454499999999995 0.079625000000000015 0.079300000000000009 0.095565000000000011 0.11159000000000001 -0.082249999999999976 0.091580000000000009 0.084055000000000005 0.080150000000000013 0.090455000000000021 -0.031404999999999995 0.083965000000000012 0.11362000000000001 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 27 5 6 17 15 -7 11 12 -2 -11 28 -15 16 -3 18 21 -4 26 22 -5 -24 29 -8 -13 -1 -9 -23
right_child=9 2 19 4 -6 8 25 13 -10 10 -12 20 -14 14 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014000460354141739 0.00031613642180540935 0.0001833666043079404 0.0020809381508590115 0.0021342770114948558 0.0033493236875006553 0.001760373168753079 0.0030085444400382781 0.0019316982579000829 -0.00023827878897802587 0.0015112445475841381 -0.00073211176255920298 0.0022914470205827936 -2.9711258369705327e-05 0.0015779617670524735 0.00014676439637858419 -0.00045991836365478708 0.0018698168581385754 0.0028946665891900277 0.00080695799207970253 0.0014649709220195067 0.00030820331291507656 0.0011026844003510494 0.002335236979662206 0.00066924471773452095 0.002179741582969632 0.0018388826076236086 0.0011610438539441882 0.001420680659705129 0.0010759253674961665 0.0017243936537898869
leaf_weight=20 92 39 111 408 20 20 52 79 21 26 39 29 30 25 39 26 24 25 34 272 29 72 29 39 135 35 89 25 66 1171
leaf_count=20 92 39 111 408 20 20 52 79 21 26 39 29 30 25 39 26 24 25 34 272 29 72 29 39 135 35 89 25 66 1171
internal_value=0 0.00170304 0.00137785 0.00180819 0.00183179 0.00181692 0.00183907 0.00103643 0.000736673 0.000651665 0.00010367 0.000869487 0.000685733 0.00128607 0.000705826 0.000450214 0.000825824 0.00180728 0.00179289 0.00164349 0.0012158 0.00181097 0.00202649 0.00137974 0.00173652 0.00253799 0.00143885 0.000727043 0.00154217 0.00168838
internal_weight=0 2787 681 2106 2061 2041 2000 298 41 334 95 239 56 209 64 89 63 1913 1888 383 147 1854 476 68 1378 87 118 45 145 1243
internal_count=3121 2787 681 2106 2061 2041 2000 298 41 334 95 239 56 209 64 89 63 1913 1888 383 147 1854 476 68 1378 87 118 45 145 1243
is_linear=0
shrinkage=0.0037357


Tree=942
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 2 4 14 2 4 2 11 3 43 15 1 159 49 52 0 160 10 158 47 14 1
split_gain=854.062 153.178 93.6324 73.3652 48.8157 47.2935 35.8412 32.5322 31.3751 24.4482 22.1519 19.039 16.3197 14.2131 12.8384 11.2284 10.7937 10.0788 9.01737 8.991 8.77568 7.84488 7.83741 12.9002 7.65919 7.48545 7.05443 6.81491 7.64146 8.30166
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.13082500000000002 0.092845000000000025 0.089885000000000007 0.40473500000000007 0.062655000000000016 0.14753000000000002 0.40945500000000007 0.094835000000000017 1.0000000180025095e-35 -0.11171999999999999 -0.092909999999999979 -0.41942499999999994 0.091195000000000012 0.0089800000000000019 0.088340000000000016 0.086450000000000013 -0.13027499999999997 -1.0000000180025095e-35 -0.38124499999999995 0.096590000000000023 0.090100000000000013 -0.23083499999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 27 6 9 12 14 11 -6 19 13 -4 -1 16 17 -11 -14 -5 22 -16 23 -18 -15 -20 -22 28 -3 -30
right_child=1 2 7 5 10 -7 -8 -9 -10 15 -12 -13 18 24 21 -17 20 -19 25 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003814530629231106 0.0035898864217049453 0.0023717139589590065 0.001956422706398276 0.0036918638066360198 0.0032508091236980205 0.0017540349603243095 0.0024354155984283171 0.0023442862591305752 0.0020741686531168691 0.0035385076687719339 0.0020964258609334836 0.004324702128046194 0.0012532824904059926 0.0016957084023298576 0.0023388416862197615 0.0038529265079002167 0.0024317329515457882 0.002490240138371248 0.00094451652947430181 0.0034274926523649211 0.0039037621909271871 0.0032517673527873176 0.0035064939371978608 0.0033085976507304326 0.00098480834618008719 7.6386246809473165e-05 0.0032303029969462469 0.0024393271829687008 0.0018749245378250642 0.0011848393678567876
leaf_weight=28 76 33 44 1111 74 20 38 37 64 20 33 60 32 28 24 77 25 34 25 210 81 28 288 293 81 30 29 32 137 29
leaf_count=28 76 33 44 1111 74 20 38 37 64 20 33 60 32 28 24 77 25 34 25 210 81 28 288 293 81 30 29 32 137 29
internal_value=0 0.00202055 0.00182662 0.00349686 0.00224051 0.00354795 0.00356379 0.00132159 0.00268566 0.00358303 0.00289478 0.00367916 0.00116392 0.00139433 0.00317486 0.0034263 0.00338364 0.00287849 0.00075873 0.00364984 0.00342174 0.00283042 0.00336647 0.00323966 0.00116742 0.000470991 0.00372621 0.00193745 0.00185674 0.00175437
internal_weight=0 691 615 2430 338 2286 2266 277 144 2228 107 1381 240 153 80 847 770 54 87 1321 716 52 606 318 109 55 110 231 199 166
internal_count=3121 691 615 2430 338 2286 2266 277 144 2228 107 1381 240 153 80 847 770 54 87 1321 716 52 606 318 109 55 110 231 199 166
is_linear=0
shrinkage=0.00117172


Tree=943
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 15 4 47 0 14 2 2 1 12 0 2 4 15 2 1 147 52 16 124 16 11 4
split_gain=858.631 111.928 93.0379 76.2744 52.5673 37.3829 34.939 33.428 23.5355 22.7999 19.231 18.878 17.7534 16.993 14.2682 13.4985 13.4785 11.6063 10.9136 9.99186 18.0219 14.015 9.04367 8.87062 8.83114 8.60731 7.52707 7.49898 8.5318 7.49231
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.069009999999999974 0.08864000000000001 0.13075500000000004 0.090285000000000018 0.082585000000000006 0.024640000000000006 0.033845000000000007 0.081320000000000017 -0.23194499999999998 0.076175000000000007 0.14285500000000004 -1.0000000180025095e-35 0.16175000000000003 0.13597000000000004 -0.13027499999999997 0.11177500000000001 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.10089500000000001 0.088610000000000008 -0.52606999999999993 -0.013324999999999998 -0.079269999999999993 -0.073404999999999984 0.080705000000000013 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 11 23 12 13 10 16 22 -1 17 14 -5 -7 27 -4 -16 21 -21 -13 26 -3 -2 -20 -6 -8 29 -29
right_child=1 5 6 7 8 15 9 -9 -10 -11 -12 19 -14 -15 18 -17 -18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.004274218451505424 0.0036594713395859215 0.0018446553557652735 0.0027918605863150882 0.0015626560000535424 0.0019567358991169673 0.0010339518157102125 0.0035208076266148359 0.0011502376111312473 0.0036165795623345123 0.0028877243183829614 0.0030426505157385205 0.0037878114293604589 0.0042641719043768405 0.001284980898153006 0.0028985290506974865 0.00010988866797130182 0.0025812284548889265 0.0035544873245840001 0.0025775681302498605 0.0032020949646228251 0.0021095092611373104 0.0026562696146348913 0.0018694047963423934 0.0010310584470985761 0.0028945516093837496 0.0016095941863742086 0.0026600693526837972 0.0026423586575343226 0.0036814068828829685 0.0032687311828977295
leaf_weight=22 28 112 27 25 31 126 300 59 21 171 41 52 46 24 52 25 29 1068 27 76 27 20 75 21 69 22 57 27 63 378
leaf_count=22 28 112 27 25 31 126 300 59 21 171 41 52 46 24 52 25 29 1068 27 76 27 20 75 21 69 22 57 27 63 378
internal_value=0 0.00179147 0.00333034 0.00227349 0.00283797 0.00127211 0.00342886 0.00188277 0.0024586 0.00326834 0.0023394 0.00327127 0.00356505 0.0021709 0.00233965 0.000880961 0.00335 0.00353568 0.00253197 0.00314519 0.00291569 0.00347349 0.0021625 0.00171619 0.00311535 0.00214297 0.0024123 0.00337903 0.00328815 0.00322697
internal_weight=0 590 2531 306 422 284 2109 209 225 968 204 197 1141 150 126 151 797 1095 101 175 103 72 163 133 97 49 88 768 468 405
internal_count=3121 590 2531 306 422 284 2109 209 225 968 204 197 1141 150 126 151 797 1095 101 175 103 72 163 133 97 49 88 768 468 405
is_linear=0
shrinkage=0.00114875


Tree=944
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 0 49 4 150 1 4 4 0 47 1 0 3 15 10 49 131 4 3
split_gain=1362.55 212.438 135.465 116.783 72.1245 70.2324 41.6111 40.9608 40.0522 35.9821 31.7797 30.6509 20.8941 27.7032 23.2592 19.9251 19.5671 17.5062 11.731 16.596 11.7066 10.7603 9.81293 8.22373 8.06323 7.53368 6.99025 6.71357 6.68746 6.12981
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.27834500000000006 0.09253500000000002 0.14753000000000002 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083135000000000014 0.40945500000000007 -0.55119499999999988 -0.079119999999999982 0.090100000000000013 0.076935000000000017 -0.030209999999999997 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 -0.054319999999999993 0.090175000000000019 0.015030000000000002 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 20 7 11 12 15 -6 -5 17 13 16 18 21 -1 -4 -14 -20 -3 22 28 -18 -13 -26 -12 -2 -7 -21
right_child=1 2 6 10 9 8 -8 -9 -10 -11 26 24 14 -15 -16 -17 23 -19 19 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010056366742648556 0.010352826093709621 0.0078707226986968418 0.0080039476189006781 0.0096710680348371103 0.0097229431772377084 0.0099824983399236754 0.0084152821681736292 0.011067787756315254 0.0085121758915158129 0.008158967156838056 0.0085958050796036082 0.0069352212220849044 0.01111554487261554 0.010673193834680539 0.0096414491284487775 0.0087797222553375135 0.0083732015801859568 0.0070929288704877653 0.010293090837849576 0.0094901261019507983 0.0086570274149617311 0.010209208290748723 0.0090590444786347105 0.0092955377165344372 0.006659829155074618 0.0057537209295104013 0.0077827408565164895 0.0095747199786792789 0.0096029510105587919 0.010047138881165402
leaf_weight=46 45 191 44 34 69 147 37 76 41 32 33 32 22 35 106 28 20 109 1140 32 33 92 29 51 25 30 30 26 130 356
leaf_count=46 45 191 44 34 69 147 37 76 41 32 33 32 22 35 106 28 20 109 1140 32 33 92 29 51 25 30 30 26 130 356
internal_value=0 0.00807353 0.00783831 0.0100321 0.00837218 0.0100862 0.00721192 0.0101911 0.00966296 0.00922743 0.00872124 0.00702641 0.0101542 0.00972165 0.0101939 0.00977371 0.009437 0.00735492 0.0102317 0.010219 0.00798656 0.00984364 0.00973374 0.00903572 0.00644867 0.00616559 0.00820863 0.0100679 0.00980437 0.0100012
internal_weight=0 673 602 2448 325 2351 277 1884 467 101 97 240 1808 152 1656 426 117 153 1550 1528 224 398 306 71 87 55 63 71 277 388
internal_count=3121 673 602 2448 325 2351 277 1884 467 101 97 240 1808 152 1656 426 117 153 1550 1528 224 398 306 71 87 55 63 71 277 388
is_linear=0
shrinkage=0.00121906


Tree=945
num_leaves=31
num_cat=0
split_feature=1 52 1 44 10 2 457 9 0 10 4 11 16 3 43 15 4 52 12 1 13 0 474 131 3 43 13 43 1 51
split_gain=32.7519 8.46776 5.63548 7.35618 4.42628 4.41937 4.56342 4.98677 4.17825 3.56966 3.25652 3.66153 3.52674 4.34093 3.3998 2.67158 2.77178 2.70374 2.907 2.68224 2.53591 2.4429 2.80267 2.2763 2.21125 2.52014 2.22014 4.45122 2.2072 2.77295
threshold=0.10293500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 -0.062879999999999978 0.11362000000000001 0.079590000000000008 -1.0000000180025095e-35 0.22582000000000002 -0.0087699999999999983 0.40124500000000002 1.0000000180025095e-35 0.013515000000000001 -0.11171999999999999 -0.20207499999999998 -0.17952999999999997 0.50500500000000004 -0.07167999999999998 0.098810000000000023 0.10984500000000001 -0.0044799999999999987 -0.084384999999999988 0.037915000000000011 0.091295000000000015 0.092670000000000016 0.0016850000000000001 0.016935000000000002 -0.11008499999999999 0.13707500000000003 0.10027500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 -4 6 7 9 10 -3 11 12 24 -14 -13 16 -9 -17 19 -19 -8 -15 -23 -6 25 26 -1 -28 29 -7
right_child=1 2 4 -5 23 28 20 15 -10 -11 -12 14 13 21 -16 17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0025413430518651447 0.0024757152550794743 0.0020014216561840738 -0.00075610503627901741 0.0035007176681949663 0.0013023601365407785 0.00095935885204973263 -0.00029449605529007102 0.00045107915365923774 0.00073493473513609861 1.0104198229562448e-08 0.00093598046472261423 0.0016839739866382026 0.000481808030768474 0.0014656740813995897 0.0032430468051534004 0.001611193305748629 0.0022205758370805713 0.0025082656860033474 0.0019134507360590719 0.0039947207304308896 0.0013674709984806568 0.002067855400896202 0.0028444675121414606 -8.8039566933651556e-05 0.0016423430208111643 0.002158020123023594 0.0024070725908780315 0.00093664317003338139 0.00012295673023259151 0.0020709006120948311
leaf_weight=1192 93 20 25 22 63 167 20 21 21 27 21 22 22 63 100 39 25 34 36 29 29 283 76 20 49 381 121 34 31 35
leaf_count=1192 93 20 25 22 63 167 20 21 21 27 21 22 22 63 100 39 25 34 36 29 29 283 76 20 49 381 121 34 31 35
internal_value=0 0.00146302 0.00131654 0.00146758 0.000568382 0.00138038 0.0016844 0.00189552 0.00232949 0.000851675 0.00234365 0.00235627 0.002323 0.00203676 0.0029619 0.00216215 0.00141276 0.00241195 0.0027274 0.00319251 0.000689117 0.00211782 0.00223226 0.000967324 0.00239452 0.00241585 0.00248878 0.00208453 0.00101505 0.00115195
internal_weight=0 736 643 535 108 513 280 231 2385 47 2364 2343 2221 444 122 184 46 138 99 63 49 422 359 83 1777 1728 1347 155 233 202
internal_count=3121 736 643 535 108 513 280 231 2385 47 2364 2343 2221 444 122 184 46 138 99 63 49 422 359 83 1777 1728 1347 155 233 202
is_linear=0
shrinkage=0.00359063


Tree=946
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 47 1 2 2 4 1 0 150 16 2 2 150 2 4 47 47 52 0 1 0 15 10 160
split_gain=1374.83 211.314 132.91 115.97 67.6605 52.4087 45.0195 44.8175 37.3705 36.4108 27.0948 25.2673 22.574 18.421 18.3918 15.4102 13.6535 17.8928 15.2306 12.105 11.5161 10.5574 10.1687 9.41289 9.29263 8.88856 11.1136 8.81874 10.8755 7.85666
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.099185000000000009 0.27834500000000006 0.062655000000000016 0.12958500000000003 0.09253500000000002 0.14122000000000004 0.14753000000000002 0.27834500000000006 0.089770000000000016 -0.095504999999999993 1.0000000180025095e-35 -0.040964999999999994 0.10855000000000002 -1.0000000180025095e-35 0.076925000000000007 0.088850000000000012 0.053180000000000012 0.08265500000000002 0.10350500000000001 0.40674500000000008 -0.066689999999999985 0.076935000000000017 -0.030209999999999997 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 6 22 12 10 -5 14 11 -3 19 21 20 -9 17 -2 -19 23 25 -14 -4 -1 -15 26 -6 -12 -29 -13
right_child=1 7 5 8 9 -7 -8 15 -10 -11 27 29 13 24 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.011197154905245 0.0084824186856466595 0.0088079049608549495 0.011073231434695097 0.010581260947855189 0.01079856416072824 0.0088544920321569319 0.012074273670228524 0.0082602473704479085 0.0088303379493033345 0.0092757572786819637 0.0075570880805492392 0.0082096826113113395 0.0094650040989790515 0.010931001350309865 0.0095493943883643573 0.0098019837556835281 0.0084621264952466739 0.010423088183088678 0.008868253025587497 0.010923888620613527 0.010316587577986657 0.010640570566490176 0.010280842379457814 0.010306464323115246 0.010122692212921858 0.011199958828352785 0.0098852836664722558 0.0073075275871751343 0.0060861803083726391 0.0073971398339710785
leaf_weight=935 40 44 71 34 175 34 76 23 63 41 32 29 31 231 28 24 143 25 21 535 114 25 50 22 29 81 28 25 28 84
leaf_count=935 40 44 71 34 175 34 76 23 63 41 32 29 31 231 28 24 143 25 21 535 114 25 50 22 29 81 28 25 28 84
internal_value=0 0.00871417 0.00936845 0.0108863 0.0109458 0.0103309 0.0110595 0.00784481 0.00944406 0.0104872 0.00761122 0.0079426 0.0110168 0.01069 0.0106038 0.00904752 0.00871699 0.00914078 0.00971327 0.011086 0.010678 0.00998981 0.0107458 0.0111767 0.0108408 0.010823 0.0106726 0.00699915 0.00666229 0.00760567
internal_weight=0 673 384 2448 2351 155 1884 289 97 467 242 157 1808 316 426 47 229 86 46 1492 398 56 121 957 260 284 203 85 53 113
internal_count=3121 673 384 2448 2351 155 1884 289 97 467 242 157 1808 316 426 47 229 86 46 1492 398 56 121 957 260 284 203 85 53 113
is_linear=0
shrinkage=0.00134594


Tree=947
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 4 2 4 1 475 475 52 4 52 2 160 4 13 47 0 0 15 10 0
split_gain=981.945 167.224 102.632 82.9351 53.4747 51.5272 37.7285 31.6971 28.356 26.3415 25.1421 24.9529 18.7362 14.8249 12.1294 9.20771 10.7632 9.37479 9.15702 9.04469 10.3446 13.5511 8.82284 10.0714 11.4568 8.45132 8.36785 7.40792 9.04397 7.01642
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.091265000000000013 0.27834500000000006 0.14753000000000002 0.42051500000000003 0.090475000000000014 -0.088274999999999978 -0.10344499999999998 0.40674500000000008 -0.51253999999999988 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 -0.013125 -0.077799999999999994 0.089785000000000018 -0.092759999999999995 0.18019500000000002 -0.41942499999999994 -0.38124499999999995 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 10 12 -5 14 -6 13 -4 15 16 -1 18 -17 -3 21 -21 26 -24 29 -16 -12 -14 -29 -25
right_child=1 2 8 9 11 -7 -8 -9 -10 -11 22 -13 27 -15 25 17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0048145034833483417 0.0046039693330924445 0.0022915281505712908 0.002521272373870002 0.0042483921826132493 0.0042176522265037052 0.0031809380471921789 0.0028290292979388063 0.0054631178011721373 0.0029445627405852411 0.0027403823769849857 0.0045772356567279236 0.0028045335422945471 0.0016699078163779429 0.0016270331530796984 0.0038566268010325673 0.005730034047630372 0.003407276497191844 0.0039907744299437038 0.0047926924908214333 0.0041581308897217983 0.0024280200730590722 0.0027902929509189913 0.0045756078117355492 0.0031832838891420558 0.0049405673648977898 0.0045448900777119803 0.0036667392211019792 0.0014489827186429988 0.00033094350309218048 0.0040408986144968677
leaf_weight=21 76 108 54 34 72 48 22 84 37 61 390 35 32 99 40 20 20 27 1101 20 60 43 108 20 25 211 20 25 30 178
leaf_count=21 76 108 54 34 72 48 22 84 37 61 390 35 32 99 40 20 20 27 1101 20 60 43 108 20 25 211 20 25 30 178
internal_value=0 0.00268279 0.00244537 0.00453749 0.00295308 0.00458865 0.0046182 0.00463557 0.00182586 0.00328009 0.0046037 0.00375542 0.0016534 0.00194265 0.00470944 0.00476733 0.00412805 0.00479016 0.00480942 0.00258143 0.00283599 0.00322453 0.00439822 0.0042315 0.00406484 0.00443521 0.00453282 0.00114471 0.000839143 0.00395427
internal_weight=0 691 615 2430 338 2335 2287 2265 277 95 2181 107 240 153 1440 1189 41 1148 1121 231 123 63 741 331 223 251 410 87 55 198
internal_count=3121 691 615 2430 338 2335 2287 2265 277 95 2181 107 240 153 1440 1189 41 1148 1121 231 123 63 741 331 223 251 410 87 55 198
is_linear=0
shrinkage=0.00137286


Tree=948
num_leaves=31
num_cat=0
split_feature=1 52 2 4 10 50 12 2 133 150 160 133 15 15 156 15 15 0 15 14 15 16 157 2 159 158 10 12 42 124
split_gain=37.6669 9.36842 5.89902 4.31445 3.98424 3.92716 3.86372 3.64404 2.69916 4.80511 3.93302 3.22511 2.98805 3.37326 3.91778 3.14589 2.72077 6.39493 2.63736 2.44722 2.83624 4.80658 2.71571 2.37972 2.35945 2.91413 2.33753 2.32914 2.32597 2.25011
threshold=0.10293500000000001 -0.40967499999999996 0.13754500000000003 0.40124500000000002 1.0000000180025095e-35 0.041865000000000006 0.088105000000000003 0.091265000000000013 1.0000000180025095e-35 0.083555000000000004 1.0000000180025095e-35 0.111585 -0.11033999999999998 0.079055000000000014 0.090500000000000011 0.11923500000000002 -0.033689999999999991 0.048635000000000005 -0.079929999999999987 -0.46413499999999996 -0.24436499999999997 -0.40995499999999996 -0.071119999999999989 0.11474000000000002 0.11389500000000001 0.07968500000000002 -0.39453499999999991 0.083535000000000012 0.090545000000000014 -0.08761999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 6 18 19 24 9 10 12 -10 -9 14 16 -15 -14 -18 26 -3 21 -21 -22 -8 25 -1 -4 -27 -2 -24
right_child=1 2 5 -5 -6 -7 23 8 11 -11 -12 -13 13 15 -16 -17 17 -19 -20 20 22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0025561064742913534 0.0028980567374491091 0.0025309284600323811 0.0019199253683986049 0.0010380266873361386 0.00090618074772367792 0.0018284994901216925 0.0024938677868253756 0.0031189657213221643 0.0027443010297366014 0.00090471500888765336 0.0028211704900056676 0.0021441411397381802 0.0018343337449116791 0.0027819195067545592 0.0025582904750774851 0.0014713843064773486 -0.00046558403503668276 0.0017173599868304803 -0.00014769078405847948 0.0014842389124856722 0.00053739609570900842 -0.00043188508038365347 0.0028290687484703462 0.0014200314843652196 0.0018379058652429217 0.0038732407900694188 0.00065298624569604178 0.0028341668518950171 0.0017226632436012439 0.0016732524784227576
leaf_weight=1340 69 26 20 22 63 40 99 26 241 31 93 156 87 76 45 26 22 40 32 45 20 20 20 28 44 29 67 107 24 163
leaf_count=1340 69 26 20 22 63 40 99 26 241 31 93 156 87 76 45 26 22 40 32 45 20 20 20 28 44 29 67 107 24 163
internal_value=0 0.00162995 0.00149041 0.00247156 0.00166895 0.000946934 0.00178309 0.00248491 0.00231342 0.0021398 0.00223206 0.00250847 0.00206192 0.00196907 0.00171733 0.00244786 0.00146335 0.000942767 0.000650609 0.00157832 0.0014859 0.000894662 0.00167522 0.00225712 0.00258002 0.00260214 0.000944237 0.00305573 0.00259473 0.00179957
internal_weight=0 736 643 2385 484 159 421 2363 843 446 415 397 322 296 194 102 149 62 119 294 268 65 203 127 1520 1476 87 136 93 183
internal_count=3121 736 643 2385 484 159 421 2363 843 446 415 397 322 296 194 102 149 62 119 294 268 65 203 127 1520 1476 87 136 93 183
is_linear=0
shrinkage=0.00325215


Tree=949
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 15 4 0 47 12 14 2 4 12 52 0 4 50 1 1 40 160 49 16 11 1
split_gain=912.964 106.412 95.3503 55.4422 53.9604 46.5725 36.681 31.1874 29.8837 24.3949 20.4039 19.2302 18.2414 14.9045 13.4453 12.5069 12.5217 16.2674 11.9324 11.6916 11.3259 10.577 10.1807 9.90491 9.60757 9.34564 11.604 8.76236 8.89357 8.54338
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091200000000000017 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.033845000000000007 -0.23194499999999998 0.081320000000000017 0.13597000000000004 0.076175000000000007 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 -0.52606999999999993 -0.13027499999999997 -0.04890499999999999 0.041865000000000006 0.10089500000000001 0.12958500000000003 -0.077714999999999992 -0.011159999999999998 -0.023059999999999997 -0.073404999999999984 0.080705000000000013 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 7 14 24 23 12 13 -1 22 27 19 16 -13 -18 -2 -4 -10 -7 25 -9 -3 -6 -27 -8 -29 -22
right_child=1 5 6 -5 9 21 10 8 20 -11 -12 15 -14 -15 -16 -17 17 -19 -20 -21 29 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0054933523928742175 0.0046377761176304363 0.0018494847563863691 0.0036094363135464368 0.002140054003881767 0.002188814722972826 0.00061795117542820825 0.004528111162588379 0.0041847325096199773 0.0031521079020709469 0.0046438464784876836 0.0036803572382337248 0.0048126076893825736 0.0038477972274104681 0.0032217764021378378 0.0053441725647641455 0.0034829454174776118 0.0044295457386088902 0.0027838014118936787 0.0035176111779687278 0.0045491422362672262 0.0021602623329841741 0.0017698841417232746 0.0023366301955431599 0.0027397882127145022 0.00087626682941726794 0.002919873348003373 0.0042320620516982654 0.0040952704242945047 0.0047028382256398289 0.0013410265020663667
leaf_weight=22 28 42 30 74 20 75 255 22 20 21 161 56 41 29 46 62 36 21 84 1151 117 23 75 20 48 46 22 375 62 37
leaf_count=22 28 42 30 74 20 75 255 22 20 21 161 56 41 29 46 62 36 21 84 1151 117 23 75 20 48 46 22 375 62 37
internal_value=0 0.00220808 0.00426079 0.00313818 0.00361599 0.00177986 0.00438981 0.00206539 0.00237162 0.00311877 0.00415866 0.00418389 0.00296178 0.00426547 0.00455597 0.00401927 0.00431354 0.00382322 0.00379765 0.00452527 0.00210006 0.000888303 0.00273891 0.00349666 0.00133044 0.00308177 0.0033444 0.00430921 0.00418147 0.00196343
internal_weight=0 590 2531 186 422 404 2109 306 216 225 882 197 204 721 1227 175 113 57 112 1181 174 98 163 42 90 88 68 692 437 154
internal_count=3121 590 2531 186 422 404 2109 306 216 225 882 197 204 721 1227 175 113 57 112 1181 174 98 163 42 90 88 68 692 437 154
is_linear=0
shrinkage=0.00148603


Tree=950
num_leaves=31
num_cat=0
split_feature=1 52 1 44 454 2 10 4 51 2 0 16 11 12 16 131 456 151 1 124 12 12 133 43 15 13 131 52 457 9
split_gain=35.3528 8.64077 5.65487 6.76855 4.49169 4.90876 3.95255 3.86697 3.75343 3.47118 3.67572 4.70637 3.52451 3.6134 2.817 2.76332 3.10165 2.65097 3.16549 2.23067 2.54717 2.11117 1.99525 2.4428 3.30733 2.97981 1.92047 1.91755 1.92885 1.88081
threshold=0.10293500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 -0.037229999999999992 0.13622000000000004 -0.062879999999999978 0.40124500000000002 0.10614000000000001 0.10060500000000001 -0.026509999999999995 0.15273500000000004 1.0000000180025095e-35 0.09320500000000001 0.061255000000000011 0.096070000000000016 0.086080000000000004 0.009020000000000002 0.085760000000000017 -0.043384999999999993 0.11734000000000001 0.092465000000000006 0.094195000000000015 0.0010100000000000003 -0.040439999999999997 -0.014169999999999999 0.091295000000000015 -0.080114999999999978 0.079590000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 21 3 4 -3 8 -4 9 15 12 19 -12 17 14 -14 16 27 -1 -19 -11 22 -2 23 24 -21 -26 -8 28 -6 -29
right_child=1 2 6 -5 5 -7 26 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0031177593561821366 0.0042553728292706048 -6.6539532316477282e-05 -0.0005358975024077773 0.0042709401990380248 0.0016535031322434369 0.0011023284195532872 0.0017328234236812341 0.0012811266790429343 0.0034106766205698877 0.0017700077881519596 0.0006514281985992885 0.0026874990674200052 0.0038283016027274119 0.0024676578466389879 0.0056095249918654009 0.0031779831014565308 0.0034070548710078931 0.0029036383762922106 0.0010054577822088873 0.0032454839931025654 0.0020626111139100374 0.0028067832911436584 0.0025945280920605593 0.0026527088624134043 0.0058052460946188874 0.003589704323017823 0.00023648480174525907 0.0010386836486569267 0.00012482328583728113 0.0021364314016799435
leaf_weight=1774 24 20 25 22 48 94 63 22 39 28 32 54 55 24 22 34 23 48 23 87 43 69 76 54 21 22 20 32 21 202
leaf_count=1774 24 20 25 22 48 94 63 22 39 28 32 54 55 24 22 34 23 48 23 87 43 69 76 54 21 22 20 32 21 202
internal_value=0 0.00198201 0.00180866 0.00198592 0.00188792 0.00196721 0.000930557 0.00303676 0.00217097 0.00305311 0.00270478 0.00192989 0.00312775 0.00389297 0.00433722 0.00203667 0.00191763 0.00308586 0.00228873 0.00290611 0.0030111 0.00318061 0.00316797 0.00340482 0.00371724 0.00467171 0.00137226 0.00180458 0.00118825 0.00198631
internal_weight=0 736 643 535 513 493 108 2385 399 2363 417 86 1946 101 77 360 326 1845 71 331 303 93 260 184 130 43 83 303 69 234
internal_count=3121 736 643 535 513 493 108 2385 399 2363 417 86 1946 101 77 360 326 1845 71 331 303 93 260 184 130 43 83 303 69 234
is_linear=0
shrinkage=0.004207


Tree=951
num_leaves=31
num_cat=0
split_feature=1 1 15 10 457 34 2 10 0 97 2 4 14 43 4 49 4 15 4 52 12 3 130 13 156 1455 393 1 3 12
split_gain=29.0338 6.71524 5.58302 4.15614 3.84804 3.6563 4.0124 3.67913 3.43783 3.21184 3.20945 5.18835 3.32989 3.781 2.94051 2.89885 2.7057 3.46761 3.81021 2.55993 2.34081 2.33591 1.86471 2.20866 1.78425 1.74145 1.63492 1.85564 7.24002 2.70687
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 -0.079859999999999987 0.094310000000000019 -0.038779999999999995 0.11510000000000002 0.094860000000000014 -0.05208999999999999 -0.079444999999999988 0.11362000000000001 -0.064804999999999988 0.062655000000000016 -0.52440999999999993 -0.52556499999999995 -0.083629999999999996 -0.059649999999999988 -0.41942499999999994 0.51303500000000013 0.13796000000000003 -1.0000000180025095e-35 0.090900000000000009 0.10797500000000002 0.0015850000000000003 0.085790000000000019 -0.23681499999999997 0.10358500000000001 0.080270000000000022 -0.12018999999999998 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 19 8 15 9 7 -7 -2 -5 12 -12 13 -1 -15 -4 -8 18 -18 -3 -17 25 23 -13 -14 -16 27 29 -29 -27
right_child=3 2 4 5 -6 6 16 -9 -10 -11 11 22 24 14 21 20 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011022090180231427 0.0012282142129617151 0.0016326676688719734 0.0041724362149318473 0.0016108308736279427 0.0010452921013834448 0.0031266662322113389 0.0028374721470548528 0.001250595302205338 -0.001092105283358014 -0.00081162466617120147 0.00025838995887106792 0.0028216888851519042 0.0034745715844960064 0.0043274734548352954 0.0038935485261954372 0.0016178067648812695 0.0032409468266108529 0.00072506399868337587 0.0011125659709748676 0.0031272794949189276 0.002914026816742256 0.0021524896911625595 0.0038991519850134341 0.0015172020475345874 0.004980257849890422 0.0032100798886438814 0.0036583272549397614 0.00058852637959031005 0.0028332633936590411 0.0028084293949748327
leaf_weight=22 35 188 32 24 24 74 26 29 20 20 21 86 62 31 40 32 30 93 38 26 210 72 20 37 21 660 63 31 376 678
leaf_count=22 35 188 32 24 24 74 26 29 20 20 21 86 62 31 40 32 30 93 38 26 210 72 20 37 21 660 63 31 376 678
internal_value=0 0.0028253 0.0023644 0.00152166 0.00275946 0.00170892 0.00189087 0.00259845 0.000384462 0.000509715 0.00293159 0.00233055 0.00297954 0.00294268 0.00296344 0.00290961 0.00150113 0.00128532 0.00205156 0.00181426 0.00274263 0.00294141 0.00263486 0.00242928 0.00385553 0.00297215 0.00295177 0.00292626 0.00266229 0.00300655
internal_weight=0 2732 512 389 298 334 290 103 55 44 2220 164 2056 1973 1951 274 187 161 68 214 242 1920 143 123 83 1848 1808 1745 407 1338
internal_count=3121 2732 512 389 298 334 290 103 55 44 2220 164 2056 1973 1951 274 187 161 68 214 242 1920 143 123 83 1848 1808 1745 407 1338
is_linear=0
shrinkage=0.0044645


Tree=952
num_leaves=31
num_cat=0
split_feature=1 124 2 48 3 132 10 130 124 14 11 41 4 10 45 11 0 51 49 52 4 0 12 15 15 4 16 49 42 131
split_gain=23.5174 5.48275 4.30833 3.52778 3.4463 3.31889 2.67636 3.22314 3.4297 2.49193 2.53724 3.22783 2.48184 2.455 2.34033 3.16741 2.38015 6.56962 5.21699 4.33989 2.68173 3.11088 2.62051 2.36223 2.28341 4.27923 2.207 2.16576 2.76479 2.36069
threshold=0.11690500000000002 -0.076779999999999987 0.10527500000000002 0.12933000000000003 0.30112000000000005 0.10365500000000001 -1.0000000180025095e-35 -0.0060099999999999989 0.0049200000000000008 0.076975000000000002 0.077290000000000011 0.079885000000000025 0.27287000000000006 1.0000000180025095e-35 0.081955000000000014 0.086080000000000018 -0.11173999999999999 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 0.022185000000000003 -0.099059999999999995 0.087285000000000015 -0.092919999999999989 -0.41396999999999995 0.27834500000000006 -0.10850999999999998 0.14233500000000002 0.090395000000000017 0.096070000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 9 -4 6 24 -2 -8 13 14 -11 -12 -1 27 15 16 17 -3 23 22 21 -18 -20 -19 -6 -26 -22 28 -9 -30
right_child=4 2 3 -5 5 -7 7 8 -10 10 11 -13 -14 -15 -16 -17 20 18 19 -21 26 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0015729790168095513 0.00060476116363294898 -0.00022271217224322448 0.0018374426855225115 0.00029560723515571828 0.0010945052856309141 0.0015816976527346282 0.00019803669229399778 0.0026500783924950956 0.00030690688997515972 0.0020578657732463505 0.004241056317410518 0.0022879225335798053 0.00024800361369840677 0.00075424866550428808 0.0032682427791314236 0.00091712033895417582 0.0033948422716470242 0.00022687223709721906 0.0043138271381444448 0.0014836332620912671 0.0020800495439360946 0.0021879997365199812 0.0025180099580170696 0.0017673762389659251 0.00054594841125968536 -0.001584363423174388 0.0011869222145334828 0.0010571277786940267 0.0011282836873832132 0.0026214617275943327
leaf_weight=138 57 20 441 20 22 28 23 67 23 35 24 20 21 26 23 28 28 21 20 25 84 1667 22 33 31 20 62 29 43 20
leaf_count=138 57 20 441 20 22 28 23 67 23 35 24 20 21 26 23 28 28 21 20 25 84 1667 22 33 31 20 62 29 43 20
internal_value=0 0.00204505 0.00208504 0.00177055 0.00110143 0.000530731 0.00130157 0.00147351 0.00161455 0.00215368 0.00277936 0.00335327 0.00139798 0.00177712 0.00212937 0.00211634 0.00213328 0.00168367 0.00199877 0.00266811 0.00216772 0.00220794 0.00337316 0.00116829 0.00012762 -0.000289468 0.00170078 0.00194439 0.00214231 0.00160231
internal_weight=0 2732 2573 461 389 101 288 231 208 2112 79 44 159 185 2033 2010 1982 141 121 67 1841 1695 42 54 73 51 146 159 130 63
internal_count=3121 2732 2573 461 389 101 288 231 208 2112 79 44 159 185 2033 2010 1982 141 121 67 1841 1695 42 54 73 51 146 159 130 63
is_linear=0
shrinkage=0.00359063


Tree=953
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 14 4 2 2 49 2 50 52 40 1 2 3 39 15 1 2 2 52 47 4 16
split_gain=863.799 144.003 72.3624 58.0708 55.1179 45.7138 34.3165 32.0656 31.8485 31.1335 24.0527 26.7416 19.6617 14.1607 13.1664 11.1595 10.5536 9.24755 9.16865 8.35661 8.12938 8.00283 7.38072 7.12805 15.9501 6.96602 6.77017 6.75074 6.55539 8.41945
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 -0.35136499999999998 1.0000000180025095e-35 0.089885000000000007 -0.054984999999999992 0.094835000000000017 0.041865000000000006 -0.56176499999999996 -0.077714999999999992 0.091195000000000012 0.31358000000000003 0.31299000000000005 0.098220000000000016 -0.059484999999999989 0.089770000000000016 0.097845000000000015 0.11411 0.40674500000000008 0.11043500000000002 0.033845000000000007 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 8 6 9 14 17 12 -10 -12 18 -2 -1 19 -14 -3 26 -6 21 -13 -16 28 -25 -5 -4 -15 -18 -30
right_child=1 4 5 25 15 -7 -8 -9 10 -11 11 20 16 27 22 -17 23 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0046474449018391187 0.0028664622230097723 0.0020431156537614225 0.0044301871217110192 0.0029336743587707863 0.0011891477249442314 0.0021849773924165496 0.0029760353734815362 0.0025535532521310847 0.003977568480690058 0.0051016647097274753 0.0036145813768075673 0.0024863263720954622 0.004754462817858479 0.0042309572937002746 0.0039019120553819005 0.0019469577409197691 0.0041716090811875998 0.001194927718397229 0.004099843939843425 0.00023287730970941169 0.0016334494083343023 0.0016411993759847757 0.002847401535214217 0.0026700756561734429 0.0041191010787511593 0.0021171845553199643 0.0037580300136599775 0.0035495376142081789 0.0041750161366402028 0.003584136486870245
leaf_weight=26 24 47 1082 31 61 20 38 67 20 86 30 136 43 87 29 26 533 50 210 24 36 25 22 22 41 54 29 40 88 94
leaf_count=26 24 47 1082 31 61 20 38 67 20 86 30 136 43 87 29 26 533 50 210 24 36 25 22 22 41 54 29 40 88 94
internal_value=0 0.00245243 0.00419198 0.00332263 0.00200106 0.00425144 0.00426968 0.00324805 0.00227249 0.00429174 0.00253426 0.0024071 0.00425922 0.00383358 0.00385236 0.00115989 0.00409238 0.00160591 0.00436292 0.000919142 0.00222322 0.0023551 0.00344703 0.00405579 0.00361309 0.00241496 0.00441264 0.00401634 0.00409479 0.00386984
internal_weight=0 691 2430 236 455 2286 2266 144 344 2228 247 227 2142 151 77 111 821 97 1321 85 197 161 51 778 63 85 1111 127 715 182
internal_count=3121 691 2430 236 455 2286 2266 144 344 2228 247 227 2142 151 77 111 821 97 1321 85 197 161 51 778 63 85 1111 127 715 182
is_linear=0
shrinkage=0.00137286


Tree=954
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 4 1 4 3 2 0 1 47 12 160 4 3 2 0 12 0 1 0 0 132 48 12 14
split_gain=868.072 140.612 84.9455 76.5667 60.4779 44.1101 31.6988 31.4533 27.809 20.7655 20.4788 19.7664 18.0944 24.5917 17.5487 14.3414 12.1981 11.7958 11.1774 10.7262 9.65095 12.0151 9.53738 8.31595 8.92352 8.60299 8.1481 7.54453 8.08377 7.44803
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.062655000000000016 0.40473500000000007 0.09253500000000002 -0.069389999999999993 0.11658 0.13501500000000002 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.09141500000000001 0.085130000000000011 -0.52556499999999995 -0.14989499999999997 0.094835000000000017 -0.14723999999999998 0.084290000000000018 -0.060129999999999996 0.14860500000000001 -0.10474999999999998 -0.036484999999999997 0.08696000000000001 0.082620000000000013 0.11734000000000001 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 12 -6 19 -4 11 27 13 20 16 17 -15 -14 -19 -5 -1 -22 -17 24 -11 -26 29 28 -7 -3
right_child=1 2 9 8 7 10 -8 -9 -10 23 -12 -13 15 14 -16 22 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0042918055284455739 0.0035834747492730617 0.0025177699917068976 0.0021758528929344332 0.0038854891309236545 0.0032520571779466058 0.0035552182985110641 0.0044768609776863963 0.0018407787056867544 0.0020094997871511733 0.0016410572436713368 0.0020833674049895775 0.0023983058220334841 0.0046987293586128152 0.0016218776275745666 0.003694689780421916 0.0035727559075059596 0.0028998399953639236 0.0028043643614892185 0.0037801455276498812 0.0028059289566474614 0.0025519560946379769 0.0037074094012727451 0.0029147787889349697 0.00045714124235370502 0.00055131330825031167 0.0014746294240877502 0.0010669391169595504 0.002944903689307585 0.0027967046463430742 0.0017132191409169292
leaf_weight=29 74 21 22 24 82 246 83 39 66 31 25 37 23 25 20 471 25 20 1112 43 20 61 40 61 57 24 30 52 26 232
leaf_count=29 74 21 22 24 82 246 83 39 66 31 25 37 23 25 20 471 25 20 1112 43 20 61 40 61 57 24 30 52 26 232
internal_value=0 0.00190108 0.00169324 0.00356005 0.0020317 0.00361489 0.00369477 0.00279718 0.00260552 0.000992016 0.00321569 0.0032941 0.0036596 0.00326995 0.00267052 0.0037017 0.00226086 0.00378154 0.00376291 0.00319264 0.0036514 0.00342211 0.00352125 0.00084147 0.00105079 0.000824888 0.00170441 0.0033964 0.00348271 0.00178
internal_weight=0 673 599 2448 404 2315 1929 121 133 195 386 361 1846 180 70 1666 50 1155 1132 67 110 81 511 173 112 81 283 324 272 253
internal_count=3121 673 599 2448 404 2315 1929 121 133 195 386 361 1846 180 70 1666 50 1155 1132 67 110 81 511 173 112 81 283 324 272 253
is_linear=0
shrinkage=0.00129368


Tree=955
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 457 9 0 10 45 3 4 48 10 484 16 10 124 4 0 16 16 13 52 156 157 1429 12 50 3
split_gain=27.036 6.99902 4.8562 5.57753 3.51978 3.78458 3.41616 3.26634 2.98003 2.91308 3.01398 3.2117 3.79416 2.91123 2.69393 2.6247 2.53523 2.11502 2.21946 3.18987 2.90703 2.42356 3.26603 2.9189 2.34841 2.26258 2.22789 2.14466 2.03117 2.0781
threshold=0.10325000000000002 -0.52606999999999993 0.14262000000000002 0.087770000000000015 0.11362000000000001 0.079590000000000008 -1.0000000180025095e-35 0.22582000000000002 -0.086389999999999981 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.016865000000000002 -0.074314999999999978 -0.069939999999999988 -0.50992999999999988 -0.0069899999999999988 -0.083859999999999976 -0.42529999999999996 0.051010000000000007 0.19444000000000003 0.042200000000000008 -0.086804999999999979 -0.14488499999999996 -0.031569999999999994 -0.0041249999999999993 0.083810000000000009 0.11903500000000002 0.098445000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 16 8 -1 10 17 -12 -13 -4 -8 -16 -3 -10 20 21 -19 23 -23 -20 -24 -22 27 -26 29 -17
right_child=1 2 13 -5 -6 -7 14 -9 9 -11 11 12 -14 -15 15 28 -18 18 19 -21 25 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00079647729795965193 0.0024449814974299112 0.0016311850568770108 -0.00057203578233197615 0.0031221229336155154 0.0009912818992559207 0.00061928628324722822 0.0030708038940239777 0.0007551303704943661 0.001518514145379554 0.0033812292059560299 0.0020847612907545889 -0.00014655889316363396 0.0019230183005781326 0.00086131235086059495 0.0029297190619006156 0.00124753883413693 -2.7939013930156573e-05 0.0038370942836534207 0.0029756666557307918 0.0011629583053000244 0.0031561557900847501 0.00299442195699118 0.0026320832291819177 0.0022153812145633894 0.0018795214145240439 0.0015887827218854578 0.00060062322270673218 0.00067262132568030302 0.0026503672031971022 0.002309926712753999
leaf_weight=20 67 25 22 22 234 44 23 21 59 24 62 23 21 87 22 107 21 23 65 38 21 31 36 1678 208 25 22 20 21 29
leaf_count=20 67 25 22 22 234 44 23 21 59 24 62 23 21 87 22 107 21 23 65 38 21 31 36 1678 208 25 22 20 21 29
internal_value=0 0.00136114 0.00125061 0.00138559 0.00131296 0.00157074 0.00173955 0.00213736 0.00214958 0.00216107 0.00214851 0.00156856 0.000841194 0.000572013 0.00193671 0.00179098 0.000873759 0.00217612 0.00219403 0.0021736 0.00281525 0.00219224 0.00190911 0.00224373 0.00179147 0.00230432 0.00167043 0.00177365 0.00163142 0.00147408
internal_weight=0 724 657 548 526 292 248 2397 2376 2356 2332 106 44 109 202 179 46 2226 2167 2098 69 2060 317 1743 286 46 250 228 157 136
internal_count=3121 724 657 548 526 292 248 2397 2376 2356 2332 106 44 109 202 179 46 2226 2167 2098 69 2060 317 1743 286 46 250 228 157 136
is_linear=0
shrinkage=0.00352023


Tree=956
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 1 2 159 1 2 14 1 457 1 1 52 0 1 10 2 43 1 0 147 1 0 15 0 16 0
split_gain=875.541 110.724 101.122 80.5427 60.8632 44.5007 43.9534 32.7349 25.011 23.4973 21.9452 14.2175 14.1395 23.3829 13.2652 10.8889 10.8072 10.7337 10.5957 16.2771 9.84549 9.72594 10.3695 9.34875 8.57715 8.24689 8.18959 12.4556 13.8468 7.63075
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.13075500000000004 0.091265000000000013 0.082585000000000006 0.077845000000000011 0.14122000000000004 0.076175000000000007 0.090475000000000014 0.080930000000000016 0.089875000000000024 0.16540500000000002 -0.52606999999999993 -0.066689999999999985 1.0000000180025095e-35 -1.0000000180025095e-35 0.11177500000000001 -0.079914999999999986 0.089770000000000016 -0.038659999999999993 0.088610000000000008 0.12337000000000002 -0.092759999999999995 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 23 10 18 -4 12 11 26 17 -14 -7 -2 25 29 -5 24 -10 -19 -23 -3 -20 -13 -1 28 -28 -8
right_child=1 5 8 7 -6 14 9 -9 20 -11 -12 16 13 -15 -16 -17 -18 21 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0053453494324790744 0.0048379260201687584 0.0025859927431381748 0.0042611102834904605 0.002157193160253177 0.0028140256514672573 0.0014365631204056673 0.0043215855622590563 0.0015830699735909089 0.0029701069977824271 0.003183291740989024 0.0055287328186007937 0.0038843804127876875 0.0044593955136764674 0.0023459185648615432 0.00018862985410336548 0.0037888448496537917 0.0034028328523418999 0.005321574441529346 0.0043761087103982316 0.0026222923285315483 0.0018332427333153103 0.00382614076774411 0.004776913240295195 0.0015267118845897528 0.0030842814534575145 0.004556834554229513 0.0049697097682998223 0.0047176803430489809 0.0034885379924690079 0.0037221184133066671
leaf_weight=41 28 112 28 32 45 130 562 58 61 41 61 48 25 20 21 84 24 40 24 60 22 35 80 21 20 200 21 1091 37 49
leaf_count=41 28 112 28 32 45 130 562 58 61 41 61 48 25 20 21 84 24 40 24 60 22 35 80 21 20 200 21 1091 37 49
internal_value=0 0.00245937 0.00443016 0.0030674 0.00449253 0.00180425 0.00452433 0.00249947 0.00307044 0.00425935 0.00467257 0.00463685 0.00431375 0.00352007 0.00126301 0.00405112 0.00433634 0.00436037 0.00289029 0.00311586 0.00266877 0.00470278 0.00448755 0.00241874 0.00378891 0.00442668 0.00470554 0.00468271 0.00402482 0.00427351
internal_weight=0 590 2531 306 2420 284 2375 194 111 852 1523 1462 811 45 151 112 272 766 136 104 83 155 115 133 44 248 1190 1149 58 611
internal_count=3121 590 2531 306 2420 284 2375 194 111 852 1523 1462 811 45 151 112 272 766 136 104 83 155 115 133 44 248 1190 1149 58 611
is_linear=0
shrinkage=0.00145689


Tree=957
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 47 14 2 2 49 2 11 2 159 457 3 43 2 159 0 49 1 2 160 52 3 12
split_gain=749.437 125.977 60.034 56.64 45.8505 36.2091 30.6698 25.9605 22.4615 19.433 18.2322 16.6872 12.7192 11.3594 11.0524 10.835 10.395 11.3767 9.9155 9.40118 9.34065 8.62342 8.3328 7.6189 7.40258 7.24436 6.95003 6.85617 6.66137 19.1848
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.089885000000000007 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.13712500000000002 0.14753000000000002 -0.054984999999999992 0.094835000000000017 1.0000000180025095e-35 -0.0050599999999999994 0.082585000000000006 0.083570000000000019 -0.11171999999999999 -0.016814999999999997 0.116525 0.0089800000000000019 -0.09595999999999999 0.088340000000000016 0.091195000000000012 0.11411 -0.087429999999999994 0.40674500000000008 0.11658 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 16 6 9 13 11 24 14 15 -2 -1 18 -6 17 28 19 -8 -17 22 26 -15 27 -5 -20 -4 29 -3
right_child=1 4 5 25 8 -7 10 -9 -10 -11 -12 -13 -14 23 -16 20 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037677446621524387 0.002244341809931502 0.0020701375619694815 0.0036324892561948301 0.0022871280698959595 0.00080359149550717141 0.001699723045575081 0.003331462379510923 0.0019625973117132177 0.0020842138751452446 0.0043404054834679457 0.0023970937682773964 0.00049986040102431692 0.0032918031116189444 0.002179699188395918 0.0038080539992382434 0.0022167722830479467 0.0013803557898139228 0.0015278975606440972 0.0034589371340404307 0.0022272680651395059 0.001270978928420662 0.0036647431136549663 0.0033335753300606555 0.0031928863699806922 0.00334537015166237 0.0014868184594397989 0.0027059980177506202 0.0029823421486493075 0.0018374206569105361 0.0034830839460084579
leaf_weight=28 24 44 1082 31 64 20 25 64 37 60 38 83 127 24 77 24 38 36 30 29 75 110 502 28 210 54 74 29 27 27
leaf_count=28 24 44 1082 31 64 20 25 64 37 60 38 83 127 24 77 24 38 36 30 29 75 110 502 28 210 54 74 29 27 27
internal_value=0 0.00185799 0.00341538 0.00264031 0.00145221 0.00346744 0.00348304 0.002589 0.00112565 0.00360593 0.00329127 0.000981481 0.00312532 0.00309013 0.00333139 0.00122672 0.00198952 0.00216227 0.00328372 0.00273847 0.00150026 0.00332484 0.00326315 0.00272526 0.00357257 0.0017787 0.00292319 0.00361552 0.0023953 0.00260746
internal_weight=0 691 2430 236 455 2286 2266 144 283 1381 885 246 151 80 847 163 172 134 770 54 99 716 606 52 1321 85 104 1111 98 71
internal_count=3121 691 2430 236 455 2286 2266 144 283 1381 885 246 151 80 847 163 172 134 770 54 99 716 606 52 1321 85 104 1111 98 71
is_linear=0
shrinkage=0.00131955


Tree=958
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 2 4 0 1 3 16 4 47 15 0 160 3 3 11 40 3 0 16 4 10
split_gain=1458.09 228.206 155.562 120.564 79.6483 70.5817 42.9878 39.237 38.3844 36.1864 34.4168 31.7399 22.3166 25.6137 21.7789 20.9229 14.5755 13.5199 11.8916 10.7688 10.8078 10.4938 11.0642 9.97489 9.57515 9.40152 8.66297 13.1968 8.61823 8.04282
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.076975000000000002 0.09253500000000002 0.13501500000000002 0.17025000000000004 0.10699500000000002 0.40945500000000007 -0.10151999999999999 0.085345000000000018 0.30112000000000005 -0.5315899999999999 0.0082450000000000006 0.090100000000000013 -0.098289999999999975 -0.079119999999999982 -0.081069999999999989 -0.13927999999999999 -0.10217499999999997 0.075910000000000019 -1.0000000180025095e-35 -0.010424999999999999 -0.14723999999999998 -0.069144999999999984 -0.46376499999999993 -0.38851999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 12 -5 15 11 -6 14 13 26 24 -7 19 -3 -15 -14 -21 23 -23 -17 -4 -13 -1 -28 -22 -11
right_child=1 2 9 7 10 8 -8 -9 -10 29 -12 25 16 18 -16 21 -18 -19 -20 20 28 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0045529040276082195 0.0038306512776731263 0.0013210255163128555 0.0011447879425408446 0.0035264740876802588 0.0034137930726131646 0.0022179428325939834 0.0051178309137796104 0.0016964744386435771 0.0023169276913392808 -3.7416211450910684e-05 0.0016029750749374301 0.00085279321041806342 0.0041412116995475801 0.0036123085518416937 0.00021612130490335433 0.0032828775739136458 0.0034349560198051461 0.0022726459962070693 0.0023734443056342043 0.0031818291753287673 0.0045903550893093281 0.0026413206859538631 0.003618357525121805 0.0044097472878050718 0.0022149628222236069 7.5571049409562689e-05 0.0041076202133856054 0.0027473685287145722 0.0038653595191210058 -0.0011088938267846582
leaf_weight=31 74 191 26 34 74 20 67 63 48 31 27 44 1118 23 22 20 70 33 40 39 35 23 435 57 40 88 41 20 264 23
leaf_count=31 74 191 26 34 74 20 67 63 48 31 27 44 1118 23 22 20 70 33 40 39 35 23 435 57 40 88 41 20 264 23
internal_value=0 0.00155618 0.00127519 0.00383784 0.00191758 0.00389973 0.00403944 0.00233792 0.00349473 0.000513235 0.00292971 0.000760413 0.00399646 0.00350013 0.00139906 0.00359659 0.00404687 0.00146122 0.00282573 0.00407629 0.00386156 0.00364813 0.00356929 0.00411705 0.00179338 0.000334645 0.00396195 0.00366164 0.00395023 -0.000493786
internal_weight=0 673 599 2448 325 2351 1748 97 603 274 101 220 1681 155 88 555 1526 224 63 1456 338 535 458 77 66 132 92 61 299 54
internal_count=3121 673 599 2448 325 2351 1748 97 603 274 101 220 1681 155 88 555 1526 224 63 1456 338 535 458 77 66 132 92 61 299 54
is_linear=0
shrinkage=0.00137286


Tree=959
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 4 4 14 1 457 2 4 0 15 50 52 0 4 158 47 4 475 52 16 4 159 150 2 40
split_gain=791.365 100.973 86.0253 61.5211 49.1008 29.0842 31.5055 27.1412 24.0284 21.6188 21.5489 23.2394 14.5998 12.9974 13.9064 10.9503 10.8313 9.83127 13.401 9.57514 8.4313 8.09336 7.76501 11.2051 9.86205 8.65992 7.64292 8.54816 8.05743 7.22487
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.14285500000000004 0.40945500000000007 0.40124500000000002 0.076975000000000002 0.092845000000000025 0.080930000000000016 0.13501500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.086295000000000011 -0.56176499999999996 -0.079119999999999982 -0.55119499999999988 0.085030000000000008 0.10350500000000001 -0.020529999999999996 -0.07550999999999998 0.039215000000000007 0.19444000000000003 0.24564500000000003 0.082585000000000006 0.084680000000000019 0.11263500000000001 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 8 6 29 20 12 -4 11 16 13 14 -1 -7 -6 -15 -19 -14 -5 -16 -18 25 -25 -24 27 28 -2 -3
right_child=1 5 9 7 10 15 -8 -9 -10 -11 -12 -13 19 17 21 -17 22 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0040112089520824403 0.0029106766566500499 0.0015811095229836642 0.0032139681936386765 0.003844578508078747 0.0040674308496324229 0.00059432591775749591 0.0011522372398595322 0.002009266715936662 0.0043816555708719946 0.0020028480658456018 0.0022108277584284332 0.0024275560097335664 0.0031205563093630092 0.003757813110334904 0.0034121725712464969 0.0016124861134725861 0.0038181477149594359 0.0044909285746620488 0.0034761885286060234 0.0038973678749105413 0.0030569722761853392 0.0024185428217235951 0.0031279086754233128 0.0036354943662098948 0.0026800243070607441 0.0022419726646608659 0.0015537060645974875 0.0016661024930893248 0.0020196668761381601 0.0024828042137244937
leaf_weight=23 29 20 37 45 35 90 99 29 75 74 34 48 136 1175 23 22 45 23 411 33 46 34 153 130 21 21 66 45 41 58
leaf_count=23 29 20 37 45 35 90 99 29 75 74 34 48 136 1175 23 22 45 23 411 33 46 34 153 130 21 21 66 45 41 58
internal_value=0 0.00185643 0.00352018 0.00238083 0.00357126 0.00131024 0.0016367 0.00309913 0.00366375 0.00240655 0.00320414 0.00327869 0.00363478 0.00367105 0.0031621 0.000794322 0.00337956 0.00369636 0.00352997 0.00327224 0.00344645 0.00281948 0.00331449 0.00324476 0.00350261 0.00302099 0.00190461 0.00210601 0.0023888 0.0022516
internal_weight=0 590 2531 301 2420 289 177 120 1933 111 487 453 1858 1689 80 112 405 1609 434 169 91 57 370 325 151 174 181 115 70 78
internal_count=3121 590 2531 301 2420 289 177 120 1933 111 487 453 1858 1689 80 112 405 1609 434 169 91 57 370 325 151 174 181 115 70 78
is_linear=0
shrinkage=0.00129368


Tree=960
num_leaves=31
num_cat=0
split_feature=1 52 3 148 4 4 14 2 376 149 48 2 9 0 132 1 4 1 16 393 159 2 40 157 1212 400 157 43 0 4
split_gain=41.2723 9.59591 6.75412 4.14872 4.26304 4.10604 3.92328 3.76709 3.38273 3.11051 4.32227 4.62903 3.14435 3.07035 3.01807 3.06957 2.82557 3.66224 2.57096 2.47318 2.26476 2.93095 2.63282 2.30401 2.25569 2.2649 2.27527 2.44929 2.58594 2.45567
threshold=0.10312500000000001 -0.43851499999999993 0.31370500000000007 -0.095079999999999984 0.41257000000000005 0.40124500000000002 -0.47071999999999997 0.091265000000000013 0.086445000000000008 0.077335000000000015 0.10990500000000002 0.10855000000000002 -1.0000000180025095e-35 -0.096374999999999975 0.10365500000000001 0.14754500000000001 -0.015039999999999998 0.10557500000000002 -0.008904999999999998 0.086855000000000016 0.082585000000000006 0.10882500000000002 -0.012109999999999998 -0.48214999999999997 0.13592000000000001 -0.07520499999999998 -0.077664999999999998 -0.073404999999999984 -0.085939999999999989 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 8 7 -6 -1 9 10 11 12 -5 -8 15 -4 -14 -18 -13 20 22 -22 -9 -24 25 -25 -27 29 -29 -28
right_child=1 2 14 4 6 -7 13 19 -10 -11 -12 18 16 -15 -16 -17 17 -19 -20 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.0026256990487565192 0.0027108776720858952 -2.080101911340782e-05 0.00060239177694896401 0.00069919203939034695 0.0025073054209749459 0.00096048597397441031 0.0016621310323475648 0.001532718137776641 0.00059702090366949793 0.0033044407235881699 0.0029461619034769197 0.0014479367751395152 0.0030920610928668259 0.00067525063563026214 0.0015239319695590137 -0.0010443049849459794 0.00051755673787950757 0.0022112206101165695 -2.4172151078502159e-06 0.0011656148827948356 0.0031085604188470736 0.0018227863758180226 0.0035440864084459642 0.0010774851620996759 0.0034627041518320916 0.0015014703756040678 0.0029891797401505873 0.0027253418058552728 0.0020018163426331515 0.0021650977086585502
leaf_weight=1522 79 21 54 21 26 22 62 56 25 21 41 40 34 118 29 20 20 93 26 23 96 30 20 20 21 42 126 85 254 74
leaf_count=1522 79 21 54 21 26 22 62 56 25 21 41 40 34 118 29 20 20 93 26 23 96 30 20 20 21 42 126 85 254 74
internal_value=0 0.00152912 0.00138571 0.00154427 0.00160663 0.00250455 0.0012035 0.00251889 0.00186534 0.00197246 0.00187075 0.00168232 0.00199886 0.00101518 0.000542108 0.000157339 0.00218452 0.00191146 0.000876585 0.00232695 0.00235937 0.00280242 0.00227939 0.00234452 0.00230594 0.00226553 0.00230642 0.00236915 0.00218323 0.00268427
internal_weight=0 730 651 548 527 2391 206 2369 321 296 275 234 168 180 103 74 147 113 66 847 824 126 698 642 622 601 581 539 339 200
internal_count=3121 730 651 548 527 2391 206 2369 321 296 275 234 168 180 103 74 147 113 66 847 824 126 698 642 622 601 581 539 339 200
is_linear=0
shrinkage=0.00359063


Tree=961
num_leaves=31
num_cat=0
split_feature=1 52 1 1 12 33 2 1 52 150 50 1 0 51 4 0 16 2 34 2 41 156 484 474 51 156 0 0 52 12
split_gain=33.4895 6.07201 5.8191 5.08639 4.67358 3.65038 3.46995 5.46446 3.32699 3.26908 3.12086 2.57347 3.44653 2.45662 2.40348 3.89188 3.31328 2.3778 2.37305 3.32505 2.58504 2.34958 3.27348 2.91048 2.51571 4.66322 2.34981 2.68104 2.33898 2.244
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.091345000000000023 -0.010834999999999999 0.08573500000000002 0.088850000000000012 0.08864000000000001 0.40674500000000008 1.0000000180025095e-35 0.14026500000000003 0.085345000000000018 0.041630000000000007 -0.24351499999999995 0.038415000000000012 -0.097734999999999989 -0.44310499999999992 0.10672500000000001 -0.038779999999999995 0.11448000000000001 0.08690500000000001 0.087205000000000019 -0.0076649999999999991 0.085020000000000012 -0.095144999999999993 0.085790000000000019 -0.092404999999999973 -0.072269999999999987 -0.018574999999999998 0.085565000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -5 10 8 11 21 -6 13 12 14 -3 15 -8 -16 -14 -15 -20 -21 24 -23 -24 -1 26 -26 -28 -11 -17
right_child=1 2 -4 4 9 -7 7 -9 -10 28 -12 -13 17 18 16 29 -18 -19 19 20 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014462570760953519 0.0026957121569996887 0.0024758291000458064 0.00010993264901697879 0.0013544992483299841 0.0024490664813769099 0.003019937783872462 0.0039848454618105524 0.0005388904962297386 0.0013929904849842118 0.00053331402459143513 0.0027799679683868095 0.0037265614268519346 0.0020834729797214557 0.00022838644261645504 0.0028747033718250284 0.0033905439194068356 0.0018281512619850041 0.00064260847215852216 0.0018628389391233534 0.00087892232806977271 0.0023370843682579785 0.003344070073254058 0.0023684539578685097 0.00094436109807142263 0.0032205519309405099 0.0046370430121118926 0.0026389458948613432 0.0037957735859970487 0.0020581942342759278 0.0024486272272982355
leaf_weight=21 50 24 62 105 343 21 30 25 30 25 22 23 54 38 66 43 170 27 104 212 21 32 67 34 162 22 686 33 43 526
leaf_count=21 50 24 62 105 343 21 30 25 30 25 22 23 54 38 66 43 170 27 104 212 21 32 67 34 162 22 686 33 43 526
internal_value=0 0.00137802 0.0012473 0.00245277 0.00210094 0.00140684 0.00254128 0.00236813 0.00269484 0.00229164 0.00132637 0.00241683 0.00238394 0.00124623 0.00245968 0.00259318 0.00212083 0.00160318 0.00116753 0.00127343 0.00101034 0.00273179 0.00223913 0.00188906 0.0028027 0.00283424 0.00278922 0.00269204 0.00149758 0.00251981
internal_weight=0 554 504 2567 516 442 2051 964 1087 411 421 939 916 399 835 599 236 81 375 337 233 1057 133 101 924 903 881 719 68 569
internal_count=3121 554 504 2567 516 442 2051 964 1087 411 421 939 916 399 835 599 236 81 375 337 233 1057 133 101 924 903 881 719 68 569
is_linear=0
shrinkage=0.00396435


Tree=962
num_leaves=31
num_cat=0
split_feature=1 52 3 148 48 4 124 43 51 47 47 44 3 0 2 12 12 132 0 160 2 14 0 1 160 48 0 4 16 16
split_gain=27.2238 6.9903 4.93245 3.20322 3.44821 3.15155 2.92262 3.05523 3.38513 3.52121 3.12758 2.73211 3.46564 3.03452 2.67341 2.51509 3.28932 2.50513 2.49718 2.40324 2.39759 2.3206 3.50674 5.11247 4.78227 2.80204 3.84882 2.90687 3.58245 2.21702
threshold=0.10293500000000001 -0.52606999999999993 0.31370500000000007 -0.095079999999999984 -0.086869999999999989 0.40124500000000002 0.0049200000000000008 -0.24021999999999996 0.10876000000000001 0.11596500000000001 0.078345000000000012 0.081805000000000017 0.10732000000000001 -0.019414999999999998 0.15109000000000003 0.11734000000000001 0.10832500000000002 0.10365500000000001 0.062580000000000011 -0.077609999999999985 0.15950500000000004 0.062655000000000016 -0.14116499999999996 0.085110000000000005 0.08443500000000001 0.093265000000000015 -0.057069999999999989 0.022185000000000003 -0.16075999999999999 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 11 7 -6 10 -10 15 12 14 -14 21 16 18 20 19 -9 -4 22 23 -1 -25 27 -27 29 -29 -24
right_child=1 2 17 4 6 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.0023904022850680289 0.0021857809794028657 -0.00011026752780738109 0.00045966396092924733 0.0025807901390817751 0.0024283836817946317 0.00063837186301059765 0.00025220745413784105 0.0013704162872299451 0.0026811153513902741 0.001033509912934988 0.0015998852282697845 0.0030375457773060654 -6.2716692721464358e-06 0.0018575997715602293 0.00069857501876715688 0.0019823272971352503 -0.0005038346081620242 0.0012239134222145425 0.0019845660534758662 0.00060610396275375864 -0.00085624130977061768 0.0024766232099220067 0.0026331816782222983 -0.00033688040107839723 0.0015060675128735518 0.001733695068601911 0.00024095892086682666 0.0021609973227457247 0.0013107578018497176 0.0020095241474381133
leaf_weight=33 70 21 51 21 24 22 36 65 33 27 99 25 20 20 20 23 20 29 23 171 23 89 68 27 40 141 23 92 148 1617
leaf_count=33 70 21 51 21 24 22 36 65 33 27 99 25 20 20 20 23 20 29 23 171 23 89 68 27 40 141 23 92 148 1617
internal_value=0 0.00116867 0.00106177 0.00118631 0.00123655 0.00191308 0.00118237 0.00125141 0.00119014 0.00193969 0.00107798 0.00192494 0.00191305 0.000925664 0.00193023 0.000906896 0.000818241 0.000380998 0.000920331 0.000816614 5.06664e-05 0.00194105 0.00191927 0.0013003 0.000763387 0.0019489 0.00152435 0.00198507 0.00163668 0.00203469
internal_weight=0 736 666 563 542 2385 521 485 461 60 401 2363 2338 40 2298 302 279 103 259 236 74 2278 2189 100 67 2089 164 1925 240 1685
internal_count=3121 736 666 563 542 2385 521 485 461 60 401 2363 2338 40 2298 302 279 103 259 236 74 2278 2189 100 67 2089 164 1925 240 1685
is_linear=0
shrinkage=0.00338353


Tree=963
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 4 3 2 1 14 47 14 0 12 4 4 2 1 0 4 3 16 49 47 3 4 10 3 14 15
split_gain=681.049 113.823 70.1855 61.4388 38.7714 38.1357 33.828 27.8404 26.4625 21.7892 19.8585 19.0313 22.2669 21.2366 18.8175 12.878 12.1301 11.7593 9.46704 8.61113 17.0647 8.60045 7.70967 7.21892 6.63656 9.46349 6.43692 8.7549 6.14873 6.11643
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.10467500000000002 0.36766000000000004 -0.022174999999999997 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 -1.0000000180025095e-35 -0.11173999999999999 0.090345000000000023 0.022185000000000003 -0.0092149999999999992 0.094835000000000017 0.16540500000000002 -0.062294999999999996 -0.51843499999999987 -0.15121499999999996 -0.073849999999999985 0.088340000000000016 0.10783500000000001 -0.20241999999999996 -0.14098499999999997 -1.0000000180025095e-35 -0.05647499999999999 -0.23083499999999998 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 6 7 18 9 16 11 17 -5 14 19 -13 21 -1 26 23 -14 -21 -15 -18 -3 -23 -26 -4 -28 -6 -11
right_child=1 2 10 5 28 -7 -8 -9 -10 29 -12 12 13 15 -16 -17 22 -19 -20 20 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0041713076060677298 0.0037849493577722711 0.0042883454265373313 0.0011669160414406177 0.0048692053241136783 0.0025838046967487189 0.0019846483413438329 0.0021379469929883564 0.002679550370872719 0.0023037170449038053 0.004790691306962103 0.0024806409786184923 0.0027535495213185752 0.0046297993938234673 0.0039669752933188668 0.0037654376092411158 0.0033950183852862791 0.0024977605152622603 0.0005226261395388709 0.0027829302662326573 0.002959397736783474 0.0039522888152112752 0.0042516975542196481 0.0035288263748749298 0.0033859385877566778 0.0029437272808298105 0.0036664257480698843 0.0023587861999153645 0.0015335791272093266 0.002013842838175356 0.0040799265603164618
leaf_weight=26 76 29 60 29 41 20 46 37 67 49 37 64 31 231 64 222 23 22 21 31 1087 29 28 33 35 320 27 131 168 37
leaf_count=26 76 29 60 29 41 20 46 37 67 49 37 64 31 231 64 222 23 22 21 31 1087 29 28 33 35 320 27 131 168 37
internal_value=0 0.00226148 0.00207322 0.00374612 0.00247677 0.00379878 0.00304562 0.00381479 0.00291013 0.00383364 0.0015808 0.0038075 0.00379294 0.00382732 0.00325949 0.00366744 0.00343779 0.00144208 0.00354867 0.00394378 0.00392476 0.00376578 0.00306384 0.00380803 0.00364476 0.00359517 0.00153487 0.0016746 0.00212565 0.0044849
internal_weight=0 691 615 2430 338 2286 129 2266 144 2229 277 2143 2114 1986 128 837 77 240 83 1149 1118 615 51 62 384 355 218 158 209 86
internal_count=3121 691 615 2430 338 2286 129 2266 144 2229 277 2143 2114 1986 128 837 77 240 83 1149 1118 615 51 62 384 355 218 158 209 86
is_linear=0
shrinkage=0.00131955


Tree=964
num_leaves=31
num_cat=0
split_feature=1 1 52 10 457 16 49 124 34 402 123 97 13 0 0 401 4 1208 1210 47 51 159 13 4 49 159 15 4 2 16
split_gain=25.8255 6.26505 4.13422 3.7761 3.34563 4.67459 3.33252 4.06336 3.12601 3.71631 3.07074 2.81091 2.74699 2.66563 2.47226 3.69306 6.95973 2.43908 3.61732 2.31322 2.99018 2.7904 2.67153 2.30979 2.2491 2.21647 2.05498 1.98132 2.58014 1.97119
threshold=0.11690500000000002 0.09202500000000001 -0.56176499999999996 -0.079859999999999987 0.079590000000000008 -0.0092699999999999987 -0.15302999999999997 -0.077709999999999987 -0.038779999999999995 0.09388500000000001 0.12630500000000003 -0.079444999999999988 -0.093219999999999983 -0.05208999999999999 -0.074229999999999977 0.080710000000000018 -0.55119499999999988 0.099975000000000008 -0.065959999999999977 0.11227500000000001 0.10614000000000001 0.087225000000000011 -1.0000000180025095e-35 -0.085594999999999991 -0.049039999999999993 0.09599000000000002 -0.097454999999999986 -0.046564999999999988 0.13712500000000002 -0.077879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 13 6 24 -4 -8 11 10 12 -5 26 -2 23 16 -16 18 -18 20 21 -9 -23 -1 -6 27 -10 -14 -29 -20
right_child=3 2 4 8 5 -7 7 19 9 -11 -12 -13 25 -15 15 -17 17 -19 29 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0019239207105260035 0.000523751393152561 0.0021350685013756289 0.0023728648694406841 0.000808841146287766 0.00078192719380880632 -0.00043278557622437381 0.00063260855303263412 0.0014917790917057618 0.0010813292211614188 -0.00020142400522314046 -2.8743958494573989e-05 -0.00065703814765161932 0.0020456734194582416 -0.00079785262168769735 0.0031242980811603542 0.00055232670534840903 0.00022256124592108371 0.0022900808989814274 0.0020087476489377178 0.00071253056561919445 0.0023104465813253705 0.00021825082615614539 0.0014734699398032114 0.0016224115939663065 0.0019100889675912809 0.0020782780673749275 0.00011936570416420593 0.0013613749493876831 0.00047412861346998557 0.0013474811287592901
leaf_weight=250 35 45 24 24 56 22 71 280 46 21 20 20 20 20 21 37 22 25 43 39 31 31 26 1390 20 29 31 82 41 299
leaf_count=250 35 45 24 24 56 22 71 280 46 21 20 20 20 20 21 37 22 25 43 39 31 31 26 1390 20 29 31 82 41 299
internal_value=0 0.0015396 0.00129085 0.000744313 0.00122753 0.000739474 0.00132281 0.00127009 0.000859771 0.000968594 0.00105993 0.000142532 0.00114738 4.31681e-05 0.00161648 0.0014261 0.00150496 0.00141754 0.00135761 0.00138129 0.00145217 0.00137322 0.000790807 0.00166837 0.00107881 0.00135032 0.000694045 0.0012027 0.00106563 0.00143062
internal_weight=0 2732 645 389 600 98 502 478 334 290 269 44 249 55 2087 447 410 389 364 407 368 337 57 1640 76 172 77 143 123 342
internal_count=3121 2732 645 389 600 98 502 478 334 290 269 44 249 55 2087 447 410 389 364 407 368 337 57 1640 76 172 77 143 123 342
is_linear=0
shrinkage=0.00288781


Tree=965
num_leaves=31
num_cat=0
split_feature=4 3 9 149 44 2 40 4 3 12 0 51 160 48 42 48 0 1 3 43 2 16 52 14 159 480 42 3 160 43
split_gain=21.0844 7.26673 6.37922 5.10595 3.82957 3.64318 3.50851 3.5169 3.81486 3.51095 3.22875 3.16887 3.04169 2.81444 2.73992 2.65801 2.00915 5.20845 5.15484 2.8495 2.15518 1.99041 1.88339 1.94952 1.81948 1.9291 2.79081 2.76565 2.43931 3.00689
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 0.25063000000000007 0.051255000000000002 -0.081224999999999978 0.11296500000000002 0.11650500000000001 -0.019414999999999998 -0.20636999999999997 0.079055000000000014 0.092475000000000016 0.11387000000000001 0.078735000000000013 -0.10474999999999998 0.083135000000000014 -0.076969999999999997 -0.053764999999999993 0.085855000000000015 -0.0092699999999999987 0.12492500000000002 -0.47013499999999991 -0.085489999999999997 0.086930000000000021 0.087505000000000013 -0.15327499999999997 -0.080719999999999986 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 6 22 7 9 10 11 14 -4 -1 15 16 24 17 19 -19 -9 -21 -20 23 -2 -13 26 28 -28 29 -26
right_child=3 -3 4 -5 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18 18 21 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00031395869140774484 0.0017331579034873788 0.0006923107865734494 0.0037779180517399876 0.0025398015701226274 0.0032695824545753618 -0.000848686527216094 0.00064589499327393949 0.0013314492307095445 0.00038638852312290333 0.00058955435112234675 0.00064509606046740946 0.0031827259444263773 0.0017358526095566926 0.00098585602022132528 0.0014226723340951325 0.0036232325197402943 0.002051408664373595 -0.00076879286380338843 0.0017501223003839946 0.0037706905471319254 0.0022813680899717685 0.00049505020459727123 0.001918649025981404 0.00064154967325293533 2.8278667619025627e-05 0.00094363550720266579 0.0040921757596611794 0.0024835979689056538 0.0021801945048878142 0.0021720872551542867
leaf_weight=29 30 75 22 28 38 22 32 32 27 21 32 31 20 29 152 23 1349 20 88 24 47 27 25 247 20 20 22 85 481 23
leaf_count=29 30 75 22 28 38 22 32 32 27 21 32 31 20 29 152 23 1349 20 88 24 47 27 25 247 20 20 22 85 481 23
internal_value=0 0.00193382 0.00196838 0.000883145 0.00199516 0.000739977 0.00197658 0.00199312 0.00189488 0.00222045 0.00191788 0.00226575 0.000522699 0.00222043 0.0019413 0.00227121 0.00199098 0.00164844 0.00112594 0.00233327 0.0027848 0.00145545 0.000855708 0.000759774 0.00222561 0.00218004 0.00221922 0.00281433 0.0020977 0.00117497
internal_weight=0 2769 2694 352 2645 324 2607 2575 1798 777 1771 756 49 734 1739 705 1587 238 135 103 71 115 302 277 682 651 631 107 524 43
internal_count=3121 2769 2694 352 2645 324 2607 2575 1798 777 1771 756 49 734 1739 705 1587 238 135 103 71 115 302 277 682 651 631 107 524 43
is_linear=0
shrinkage=0.00404364


Tree=966
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 0 4 40 1 1420 1 483 0 48 12 15 2 3 4 403 48 0 160 0 16 43 13 2
split_gain=17.6144 5.13151 3.88227 4.08886 3.57864 3.10377 4.05701 2.48525 2.35069 2.2386 2.16862 2.109 1.98641 1.90948 1.83817 2.95088 2.55858 2.28227 2.51997 3.6138 2.06432 2.23405 1.84087 1.82845 3.50634 3.9312 1.98503 2.96965 2.53045 2.54339
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -0.062764999999999974 1.0000000180025095e-35 -0.08440499999999998 0.10984500000000001 -0.083604999999999985 0.16773500000000005 0.098395000000000024 -0.074229999999999977 0.092475000000000016 0.090345000000000023 -0.23060499999999998 0.10559 -0.049509999999999992 -0.085594999999999991 -0.53101999999999994 0.10866500000000003 -0.098289999999999975 0.085330000000000003 -0.13027499999999997 0.0057500000000000008 -0.085254999999999984 0.0049450000000000006 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5 -9 -8 -3 13 -2 17 16 -16 -13 19 20 -19 -22 -17 24 25 -23 28 -28 29 -25
right_child=12 11 -4 4 -6 6 10 9 -10 -11 -12 14 -14 -15 15 22 -18 18 -20 -21 21 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0001764597703517898 0.00067309109963521188 0.0023838142898042146 -0.00014081402138310019 0.00097815072958877601 0.002669017983198007 0.0016570361342467439 -0.00026964284007375172 0.0006261609914815535 -0.00017079241450979147 0.002094754952619805 0.0011612751885555508 0.002841461428199694 -0.00034668841107777756 0.0018200492555825992 0.0023059863039584369 -0.00020688554695035805 0.0014145146120315695 0.0019595182368431197 0.00093414813224220784 0.0031575163204641062 0.00063233725434265085 -0.00025701019775773115 0.0012793766095747247 0.0017623322497458643 0.0025056311726290759 0.0013363235099557713 0.0019995948771046371 0.00097448150511436572 0.0011764171356810839 0.0029988739180650459
leaf_weight=23 291 46 25 58 26 296 22 23 38 32 36 21 23 20 46 22 425 246 61 21 30 26 21 851 23 86 54 112 95 22
leaf_count=23 291 46 25 58 26 296 22 23 38 32 36 21 23 20 46 22 425 246 61 21 30 26 21 851 23 86 54 112 95 22
internal_value=0 0.00154414 0.00124326 0.00130572 0.00136992 0.00130304 0.00148688 0.00087203 0.000523361 0.00148062 0.000618513 0.00162303 0.000671547 0.00074685 0.00160685 0.00141938 0.00150158 0.00166532 0.00165014 0.00167803 0.00165792 0.0016008 0.000518963 0.0016237 0.00122867 0.000966442 0.00167072 0.00130795 0.00173293 0.00179349
internal_weight=0 2787 579 554 531 505 354 151 96 55 58 2208 334 311 2162 514 471 1648 1627 1566 1545 1299 43 1269 135 112 1134 166 968 873
internal_count=3121 2787 579 554 531 505 354 151 96 55 58 2208 334 311 2162 514 471 1648 1627 1566 1545 1299 43 1269 135 112 1134 166 968 873
is_linear=0
shrinkage=0.00359063


Tree=967
num_leaves=31
num_cat=0
split_feature=4 3 9 149 44 10 48 13 147 4 40 13 4 12 2 1212 16 13 12 401 49 1429 16 157 0 4 42 0 0 42
split_gain=14.61 4.92556 4.67333 4.18995 3.16842 2.88871 2.88038 2.6282 2.60116 4.31535 2.58301 2.0937 1.74703 2.50762 2.08351 3.04017 3.2455 2.06043 2.27638 2.01866 2.62119 1.78641 1.71943 2.40509 2.53343 5.06382 4.04753 2.84358 2.30914 1.83164
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 -0.079859999999999987 0.14871000000000004 -0.01163 0.089365000000000014 -0.0060199999999999993 0.051255000000000002 0.26746000000000009 -0.081224999999999978 0.10832500000000002 0.084055000000000005 0.091580000000000009 -0.08231999999999999 0.05868000000000001 0.091545000000000015 0.080710000000000018 -0.12164499999999999 -0.086994999999999989 -0.43320999999999993 -0.22439999999999996 -0.10836499999999999 0.0033150000000000007 1.0000000180025095e-35 -0.14723999999999998 -0.036484999999999997 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 6 -2 8 -1 10 -10 11 12 13 14 17 19 -17 18 -4 20 -16 -14 -23 -24 25 27 -27 -25 29 -26
right_child=3 -3 4 -5 -6 -7 -8 -9 9 -11 -12 -13 21 -15 15 16 -18 -19 -20 -21 -22 22 23 24 28 26 -28 -29 -30 -31
leaf_value=0.0011464320454412972 -0.00043180027368543503 0.00050526644123349113 0.0019963834971050637 0.0020279898373879225 0.0025679478266750918 0.00065223017846025694 6.9172169774530176e-05 -0.00058716362088114774 0.0015604679705536371 -0.00069513905511165005 0.00045415120414227179 0.0022364702727950899 0.0021663103742464583 0.00051746105873125953 0.0030181287071914366 0.0017360979449477887 -0.00025600424357525474 0.001049409198721173 0.0032537646282423389 0.00079798118566104938 0.0016646174186594666 0.0018850652913829286 0.00040628450647306772 0.00082310138999089322 0.0015287996100921623 0.0023800449953181161 0.00055049452861885269 -0.0006265400790785719 0.0002890576087565789 0.0010684566303678046
leaf_weight=26 39 75 159 28 38 285 20 23 29 20 32 56 46 26 21 21 25 27 23 35 406 104 34 58 1208 45 27 28 23 134
leaf_count=26 39 75 159 28 38 285 20 23 29 20 32 56 46 26 21 21 25 27 23 35 406 104 34 58 1208 45 27 28 23 134
internal_value=0 0.00144956 0.00147585 0.00064156 0.00149702 0.000521745 0.00148141 0.000332703 0.00149233 0.000639812 0.00150879 0.00152226 0.00150593 0.00165714 0.00169846 0.0015693 0.000653434 0.00201242 0.00215528 0.00166049 0.00173118 0.00144012 0.00142001 0.00138894 0.00141088 0.000963051 0.00169396 0.000351125 0.00146272 0.00148283
internal_weight=0 2769 2694 352 2645 324 2607 49 2587 49 2538 2506 2450 743 717 508 46 209 182 462 427 1707 1661 1557 1523 158 72 86 1365 1342
internal_count=3121 2769 2694 352 2645 324 2607 49 2587 49 2538 2506 2450 743 717 508 46 209 182 462 427 1707 1661 1557 1523 158 72 86 1365 1342
is_linear=0
shrinkage=0.0037357


Tree=968
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 14 2 4 4 1 1 3 51 1 0 3 47 0 12 150 13 43 156 0 131
split_gain=807.028 131.359 82.3861 70.8329 42.7732 36.9227 25.2805 24.7511 22.5153 22.3565 21.1422 16.6656 15.7295 11.5902 19.6057 11.0131 17.9026 9.9858 9.03189 11.8217 7.55856 7.35179 7.88932 7.07377 6.93909 6.05972 7.36419 5.49144 5.12959 5.00301
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.27834500000000006 0.062655000000000016 0.14753000000000002 0.40945500000000007 -0.013125 0.089770000000000016 0.080270000000000022 -0.12018999999999998 0.11144500000000002 0.075045000000000014 -0.046359999999999991 -0.010424999999999999 0.090100000000000013 -0.23091999999999999 0.090285000000000018 0.11648500000000002 -0.47860499999999995 -0.04890499999999999 0.091015000000000013 -0.026509999999999995 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 10 11 13 -5 -6 15 12 -4 18 23 17 -17 27 19 -7 -14 22 -3 -15 -24 -13 -27 -1 -9 -2
right_child=1 2 6 8 9 7 -8 28 -10 -11 -12 25 20 14 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0038620813886804171 0.0038461897656792529 0.0025041660719591894 0.0020865175808788476 0.0033589146915123046 0.0033450302081601533 0.0036386540842396667 0.0023207227424903824 0.0030001978615620088 0.0020708942000629668 0.0021093128586444983 0.0044922558084218717 0.0012639181128764852 0.001626735553518949 0.0036685216999753343 0.0024299962197193948 0.0026021940146997461 0.0036446384016804939 0.0030732303425512644 0.0039509543393606902 0.0030147556397332352 0.00093378189811417999 0.0025350671984664154 0.0018708841489643835 0.0032730255325233793 0.0010758753556807049 0.00095219244321940858 6.9764055133574807e-05 0.0033424200617385848 0.0021680704375404169 0.0031461203365012549
leaf_weight=863 52 28 44 34 72 263 37 22 61 35 62 26 40 115 36 28 495 28 105 60 69 32 151 198 20 32 29 34 26 24
leaf_count=863 52 28 44 34 72 263 37 22 61 35 62 26 40 115 36 28 495 28 105 60 69 32 151 198 20 32 29 34 26 24
internal_value=0 0.00205205 0.00185765 0.00360542 0.00227789 0.0036491 0.00134487 0.00343333 0.00253187 0.00294082 0.00376698 0.00119443 0.00144645 0.00348793 0.00331639 0.00373593 0.00358883 0.0038191 0.00362781 0.00352276 0.00118808 0.00197082 0.00188009 0.00341834 0.0017779 0.000751209 0.000532677 0.00384238 0.00254946 0.00362512
internal_weight=0 691 615 2430 338 2335 277 825 95 107 1510 240 153 777 349 1448 523 925 428 323 109 231 199 313 171 87 61 897 48 76
internal_count=3121 691 615 2430 338 2335 277 825 95 107 1510 240 153 777 349 1448 523 925 428 323 109 231 199 313 171 87 61 897 48 76
is_linear=0
shrinkage=0.00126831


Tree=969
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 47 1 0 15 16 0 4 159 150 2 49 2 16 15 52 15 48 4 12 1 133 3
split_gain=733.034 119.999 61.88 55.8963 43.3309 37.3405 27.6601 25.8464 23.4478 20.9923 20.1461 19.6653 17.2146 12.8002 12.6814 12.6005 12.8336 11.5832 11.3283 9.065 8.9736 8.44905 8.2816 7.6173 7.48146 9.19143 10.8897 6.83029 7.13181 6.51153
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.14122000000000004 0.062655000000000016 0.033845000000000007 0.085505000000000012 0.077845000000000011 -0.11173999999999999 -0.10469999999999999 -0.061854999999999993 -0.079119999999999982 0.27834500000000006 0.082585000000000006 1.0000000180025095e-35 0.14960000000000004 -0.054984999999999992 0.11474000000000002 -0.11118499999999999 -0.41942499999999994 0.12418000000000001 1.0000000180025095e-35 0.092475000000000016 -0.49013999999999996 0.08401500000000002 0.13075500000000004 -1.0000000180025095e-35 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 15 6 7 10 17 -4 11 -1 -10 -12 20 16 19 22 -2 29 -9 -19 23 -6 25 -15 -27 28 -5 -3
right_child=1 4 9 27 8 -7 -8 14 12 -11 13 -13 -14 24 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0042785248297993956 0.0025833361063265291 0.002649023309504631 0.0036047959007051615 0.0017279944809948996 0.0011652908864302506 0.0025055075398197407 0.0044797251126889211 0.0036616147904304131 0.0016140564803280081 0.0022709624844037915 0.0038861078741901332 0.0028088857967733627 0.0029060222367064958 0.0040373600145703556 0.0024445373768294055 0.0016438179096799075 0.0020498412196162906 0.001373758013210749 0.0035524829544886539 0.002136421531792635 0.0031901161858003285 0.00043715460375248365 0.0021268594066339327 0.0020254413064807134 0.0031788366041684999 0.0028398983800689598 0.00367123660924089 0.0015022738023498872 0.0026491802897932412 0.0035673234212778709
leaf_weight=20 24 24 28 22 96 41 84 147 45 67 1190 64 28 110 23 38 61 27 127 21 125 40 26 21 50 28 453 24 39 28
leaf_count=20 24 24 28 22 96 41 84 147 45 67 1190 64 28 110 23 38 61 27 127 21 125 40 26 21 50 28 453 24 39 28
internal_value=0 0.00217752 0.00368757 0.00292608 0.00178926 0.00372921 0.00375109 0.00372339 0.00147802 0.00266409 0.0037783 0.0031588 0.0021096 0.00380672 0.00336694 0.00230135 0.00248781 0.00125847 0.00339845 0.00285379 0.00344493 0.000814592 0.00146644 0.00131968 0.00365934 0.00369999 0.00362284 0.00208692 0.00231695 0.00314349
internal_weight=0 691 2430 236 455 2335 2294 2210 283 95 1915 84 73 1831 295 172 134 210 151 73 272 67 143 117 641 591 481 85 61 52
internal_count=3121 691 2430 236 455 2335 2294 2210 283 95 1915 84 73 1831 295 172 134 210 151 73 272 67 143 117 641 591 481 85 61 52
is_linear=0
shrinkage=0.00129368


Tree=970
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 2 0 49 4 1 4 4 1 0 0 160 47 0 12 3 14 4 15 2
split_gain=1198.7 193.558 129.138 97.5315 67.703 52.9566 37.6801 37.3602 33.0077 29.3025 26.2187 24.2126 19.4129 23.7582 18.6888 15.5991 15.0721 13.4688 18.2035 12.112 9.80566 9.71641 9.43648 9.89305 8.95739 8.36451 7.89988 7.83916 7.65704 7.64893
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.076975000000000002 0.09253500000000002 0.40473500000000007 0.13501500000000002 0.14753000000000002 -0.10474999999999998 0.082865000000000008 0.27834500000000006 0.083345000000000016 0.0061450000000000003 -0.013125 0.093100000000000002 0.14486500000000005 -0.079119999999999982 -0.081069999999999989 0.090100000000000013 -0.23091999999999999 0.090285000000000018 -0.14847999999999997 -0.23083499999999998 -0.46376499999999993 -0.41942499999999994 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 11 12 -5 -6 17 14 13 15 -4 -1 20 19 24 25 -14 -22 23 -3 -19 -7 -25 -23 -13 -17
right_child=1 2 6 8 9 10 -8 -9 -10 -11 -12 28 16 -15 -16 29 -18 18 -20 -21 21 27 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0036449082801392435 0.0037004429434208362 0.0022954872448521053 0.0017781038079790884 0.0034257289851903601 0.0033603269586363511 0.0042138482939989338 0.0021043249145055497 0.0047752465901250716 0.0018662085059437852 0.0018914808515791649 0.002508723987617274 0.00068834767338465637 0.0039386536068067735 0.004334217712164759 0.00076933084297080442 0.0030376548646712238 0.0033407849566244692 0.0037847292749076185 0.0023283688150880486 0.0029257057601886701 0.0030874762867938595 0.004332371560901634 0.0023283956267245967 0.002062235712562675 0.0032318439151599572 0.0036483129766398037 0.0013550881669499861 0.0036934359162249038 -9.1949262227345303e-05 0.002140000314704368
leaf_weight=45 76 28 40 34 74 53 37 67 61 31 48 32 1114 31 113 37 88 67 29 31 38 35 33 31 159 204 141 263 55 26
leaf_count=45 76 28 40 34 74 53 37 67 61 31 48 32 1114 31 113 37 88 67 29 31 38 35 33 31 159 204 141 263 55 26
internal_value=0 0.00179093 0.00155495 0.00368408 0.00208109 0.00373533 0.000912955 0.00384652 0.00242435 0.00292667 0.00340722 0.000729285 0.00380942 0.0033555 0.00103306 0.00307458 0.00385044 0.00348665 0.00327436 0.00367461 0.00388137 0.00369146 0.00170003 0.00159635 0.00339575 0.00376494 0.00148254 0.00376848 0.000195057 0.00266719
internal_weight=0 691 615 2430 338 2335 277 1744 95 105 591 240 1677 139 153 108 1538 543 255 288 1450 336 233 200 226 257 172 298 87 63
internal_count=3121 691 615 2430 338 2335 277 1744 95 105 591 240 1677 139 153 108 1538 543 255 288 1450 336 233 200 226 257 172 298 87 63
is_linear=0
shrinkage=0.00126831


Tree=971
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 51 1 43 48 4 133 49 1 3 4 148 12 3 4 4 2 15 52 14 16 4 484 48 16
split_gain=22.744 5.40733 3.35475 3.66706 4.31736 3.6195 2.93954 3.28908 2.7496 2.97973 2.48743 2.41152 2.18984 2.32283 2.05312 1.84058 2.4847 1.95668 1.81484 3.05398 3.02006 2.92429 1.94659 3.06585 2.71173 1.72574 2.21319 1.8952 1.71576 3.81576
threshold=0.11690500000000002 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 0.11924500000000002 -0.40274499999999996 0.16773500000000005 -0.11720999999999999 0.083685000000000009 0.053180000000000012 0.087435000000000013 -0.026779999999999995 0.11039500000000001 -0.11171999999999999 -0.04890499999999999 -0.066239999999999979 0.11903500000000002 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 0.040760000000000005 -0.07167999999999998 0.077685000000000018 -0.44310499999999992 0.40124500000000002 -0.0082299999999999995 -0.024949999999999996 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 14 -2 15 -4 -10 18 -11 -7 -14 -6 -8 -17 -18 21 20 -20 -3 23 -23 -24 26 -12 -27 -16 -30
right_child=6 10 3 -5 5 12 7 -9 9 11 25 -13 13 -15 28 16 17 -19 19 -21 -22 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=1.2482799365261626e-05 0.0020361080917016068 0.003495636301700686 0.0017086516188480365 0.0028249255847439441 0.00073906157828739134 0.0018418718526300652 0.0015801776161632182 -0.00073080644946504143 -0.00010712392314040941 0.001702772097153317 0.0023038233747390753 0.00016124413844267909 -0.00053343122445528629 0.0012810310855076172 0.0011383999086571439 -0.00051327003287903459 0.00071000301104018196 0.0017721983923080023 0.0018502513552387881 0.00193414577877799 4.3045778358874633e-05 0.0021460737104294354 0.0038015021172722748 0.00046463846846877052 0.0019503296877140855 0.001929435553674677 0.00092063187069664585 0.0010826918691056754 0.003178013906342203 0.0018665145982290419
leaf_weight=22 27 26 47 30 21 22 41 21 48 41 71 23 21 20 31 22 250 28 29 1686 25 74 20 20 27 55 22 127 39 185
leaf_count=22 27 26 47 30 21 22 41 21 48 41 71 23 21 20 31 22 250 28 29 1686 25 74 20 20 27 55 22 127 39 185
internal_value=0 0.00180803 0.00147038 0.00153112 0.00145318 0.00169616 0.000823254 0.000732792 0.000935138 0.000610539 0.00189314 0.00114879 0.000872059 0.000351672 0.00188427 0.000822926 0.000719435 0.000816987 0.00194199 0.00190558 0.00101358 0.00232142 0.0021049 0.00178832 0.00273806 0.00155435 0.00197662 0.00133858 0.00197858 0.00209486
internal_weight=0 2732 550 528 498 339 389 362 159 112 2182 64 63 41 276 341 300 278 1907 1740 54 167 141 94 47 275 93 182 255 224
internal_count=3121 2732 550 528 498 339 389 362 159 112 2182 64 63 41 276 341 300 278 1907 1740 54 167 141 94 47 275 93 182 255 224
is_linear=0
shrinkage=0.00381041


Tree=972
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 43 3 132 15 4 130 4 4 34 2 13 1447 159 159 484 484 3 402 133 42 42 3
split_gain=18.6036 5.37195 3.58166 3.19202 2.69078 2.78364 3.65837 2.60832 2.21438 2.03768 3.15162 2.30966 3.20185 2.28843 2.53917 1.81658 1.79919 2.88122 1.64457 2.69903 8.37214 2.34641 2.94111 2.35682 1.8223 2.1179 2.3441 4.32287 2.27042 1.77332
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -0.11171999999999999 -0.11720999999999999 0.30112000000000005 0.10365500000000001 -0.41396999999999995 0.27834500000000006 -0.0060099999999999989 -0.031404999999999995 0.053180000000000012 -0.038779999999999995 0.13501500000000002 -0.085384999999999975 -0.085539999999999991 -0.085489999999999997 0.11292000000000001 -0.15445499999999998 0.091180000000000011 -0.14477499999999996 -1.0000000180025095e-35 0.082925000000000013 0.083865000000000009 0.083235000000000017 -0.079864999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -5 13 11 -11 -13 -2 -15 18 -16 -18 21 20 -20 22 -3 24 -24 -26 27 -27 -28 -29
right_child=9 15 -4 4 -6 6 -8 -9 -10 10 -12 12 -14 14 16 -17 17 -19 19 -21 -22 -23 23 -25 25 26 28 29 -30 -31
leaf_value=-4.1510697440839497e-05 -0.00011570719564802618 0.0034278651098854866 -0.00026313649912225841 0.0017147171869794646 0.0026862723398106991 0.00050379066584632605 0.00070133301717104893 0.0018953334732484328 0.00067742087549960736 0.00078867099596787674 0.001319714633127591 0.00016714779622760076 -0.0019609598608475698 0.0021270940241272917 -6.0405943840653645e-05 0.0014812657557675027 0.0014722618944625807 0.00034991020158647238 0.0025488079998408613 0.0017795311823891292 -0.0010785490550254064 0.00068972639618118561 0.0028894919498638396 0.0029735860324985931 0.0025223256760449997 0.00016960464711183586 0.0033151396026732168 0.001332188748034036 0.001887212959033324 0.0022028473322801409
leaf_weight=23 31 24 21 45 27 23 59 266 115 22 28 25 20 29 28 291 92 59 20 1399 20 20 28 36 60 35 21 83 105 66
leaf_count=23 31 24 21 45 27 23 59 266 115 22 28 25 20 29 28 291 92 59 20 1399 20 20 28 36 60 35 21 83 105 66
internal_value=0 0.00168399 0.00134411 0.0014046 0.00146677 0.00140195 0.00160093 0.00178459 0.00096916 0.0006939 0.000202761 -0.000264026 -0.000778678 0.000889122 0.00103888 0.00177312 0.000862578 0.00103373 0.00181742 0.0017505 0.000735129 0.00201889 0.00207693 0.00200222 0.00191436 0.00184057 0.00170862 0.00142335 0.0021252 0.00171785
internal_weight=0 2787 579 558 535 508 348 289 160 334 95 67 45 239 208 2208 179 151 1917 1439 40 478 458 434 398 370 310 184 126 149
internal_count=3121 2787 579 558 535 508 348 289 160 334 95 67 45 239 208 2208 179 151 1917 1439 40 478 458 434 398 370 310 184 126 149
is_linear=0
shrinkage=0.00396435


Tree=973
num_leaves=31
num_cat=0
split_feature=1 12 2 3 15 2 15 160 15 130 457 49 34 10 2 10 131 2 4 43 1420 47 402 402 49 0 402 3 3 133
split_gain=15.0689 4.35128 2.90114 2.69084 4.2572 2.76891 3.58891 3.66195 3.05788 2.3564 2.33875 2.25429 1.97182 1.89188 3.04307 3.27393 2.37145 4.73362 1.83845 1.75796 1.70958 1.64944 1.62657 2.96886 2.06011 1.83256 3.3976 2.83515 2.3812 2.43713
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.11658 -0.0058549999999999991 -0.0091949999999999983 -0.24436499999999997 -0.077609999999999985 -0.11713499999999999 -1.0000000180025095e-35 0.097000000000000017 0.091325000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.090030000000000013 0.31358000000000003 0.50996500000000011 -0.083434999999999995 -0.086449999999999985 0.11043500000000002 0.090595000000000023 0.10052500000000002 -0.23360999999999996 -0.075934999999999989 0.012085000000000002 -0.049509999999999992 -0.063814999999999997 0.068115000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 12 7 -7 11 -10 -11 -8 19 14 15 -2 17 -16 -15 -1 -3 -17 24 -24 -22 27 28 -26 -27 -30
right_child=13 20 -4 4 -6 6 8 -9 9 10 -12 -13 -14 18 16 21 -18 -19 -20 -21 22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00048125873063040007 0.00032984534208754476 0.0026709803936093325 -0.00023682283978641508 0.0011679707985344275 -0.00079847509959375836 0.0016108513730527217 0.0033992908094634586 -0.0006514969200061431 0.00040274996726358709 0.0017242254828696883 0.00047609497110143487 0.0016593109492702334 -0.00035937159500182319 -0.0010274776406450159 0.00053141565418659208 0.0025417362729671798 0.0014877857873488427 -0.0014824428097258296 0.00058509252004616233 0.0019986107330746783 0.00028088727058802053 0.001227132021285938 0.0028235802220844862 0.0016829941594844848 0.0016112116056799762 0.0015290917526392144 -0.00020456318191756936 0.0030455646383003372 -0.00019651123199537865 0.0013790965225757615
leaf_weight=30 33 23 21 62 24 22 25 23 28 255 26 22 21 20 145 30 30 21 25 20 20 30 44 194 1391 430 21 22 27 36
leaf_count=30 33 23 21 62 24 22 25 23 28 255 26 22 21 20 145 30 30 21 25 20 20 30 44 194 1391 430 21 22 27 36
internal_value=0 0.00151559 0.0012097 0.00126414 0.000619195 0.00138165 0.00150941 0.00045454 0.00164275 0.00149946 0.00160874 0.00258483 0.000660045 0.00062451 0.000742244 0.00133281 0.000462028 0.00027665 -0.000131605 0.0010882 0.00159581 0.00188443 0.00158449 0.00189386 0.00154667 0.00155981 0.00135711 0.00163354 0.00142363 0.000703836
internal_weight=0 2787 579 558 86 472 401 45 356 309 281 47 71 334 289 93 196 166 45 50 2208 60 2185 238 1947 1927 514 1413 493 63
internal_count=3121 2787 579 558 86 472 401 45 356 309 281 47 71 334 289 93 196 166 45 50 2208 60 2185 238 1947 1927 514 1413 493 63
is_linear=0
shrinkage=0.00396435


Tree=974
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 0 1 4 4 0 49 50 0 40 157 1 156 48 4 12 1 13 2 47 133
split_gain=812.748 133.091 63.9526 60.0818 45.0054 41.6225 37.0083 26.5593 24.4353 24.0075 22.3081 22.155 14.6478 13.3412 11.6489 11.5246 8.56783 8.03997 7.8626 7.57343 7.44158 7.1789 9.5221 7.10019 8.18249 6.96998 6.27123 6.08573 5.96428 5.84986
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.0061450000000000003 -0.11173999999999999 0.09253500000000002 -0.15464999999999998 0.27834500000000006 -0.079119999999999982 -0.054984999999999992 0.041865000000000006 -0.15599999999999997 -0.077714999999999992 -0.028564999999999997 0.13265500000000002 -0.0071349999999999998 0.093265000000000015 -0.49405499999999997 0.08401500000000002 0.13075500000000004 -0.10278499999999999 0.31358000000000003 0.11043500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 18 9 -8 10 17 -4 -10 19 -12 -2 27 -1 -3 -11 -14 -16 23 -23 -25 29 -21 -6 -17 -5
right_child=1 4 11 25 16 -7 8 -9 12 13 14 -13 20 -15 21 28 -18 -19 -20 26 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0094623941304359544 0.0086439572722048687 0.0076944127999749867 0.0095930051443111099 0.0077885501987971567 0.0070499614837943409 0.0085261227601920384 0.0090265533364060936 0.010595756396957447 0.0091096583579748942 0.0089848382024552559 0.010006561710144381 0.0082637160883404868 0.0080250141661174293 0.0085577834139237037 0.010309398558868903 0.0098349126837795932 0.0076941115092215928 0.0084663014867019902 0.0069426835517562213 0.010254719824000778 0.0072178519425628645 0.010130500884172656 0.0090772700728711537 0.0090776907396372813 0.0097696710030360373 0.0074931969050473033 0.009599962743269316 0.0062655899912116928 0.0092192854881777437 0.0086395319145242365
leaf_weight=43 24 47 34 22 61 41 57 84 20 32 1160 61 147 23 42 87 26 21 50 28 23 88 35 32 424 24 282 24 40 39
leaf_count=43 24 47 34 22 61 41 57 84 20 32 1160 61 147 23 42 87 26 21 50 28 23 88 35 32 424 24 282 24 40 39
internal_value=0 0.00817891 0.00980075 0.00898301 0.00776183 0.00984393 0.00799758 0.00986748 0.0082688 0.0098398 0.00990097 0.00873946 0.00804148 0.00953059 0.00992848 0.00948254 0.00703125 0.00913555 0.00730692 0.00959601 0.00791581 0.00978262 0.00974441 0.00978734 0.00972111 0.00809561 0.0096591 0.00682849 0.00964101 0.00833262
internal_weight=0 691 2430 236 455 2335 344 2294 247 2210 1845 95 190 365 1781 151 111 64 97 342 170 621 579 544 456 85 310 85 127 61
internal_count=3121 691 2430 236 455 2335 344 2294 247 2210 1845 95 190 365 1781 151 111 64 97 342 170 621 579 544 456 85 310 85 127 61
is_linear=0
shrinkage=0.00131955


Tree=975
num_leaves=31
num_cat=0
split_feature=4 3 9 149 44 4 3 3 15 376 42 51 123 2 11 1452 48 4 51 52 14 42 0 49 96 48 52 14 13 42
split_gain=15.4052 4.93256 4.22738 3.79208 2.913 2.90667 4.02841 3.30947 6.49072 2.96928 2.99624 2.62273 2.53841 2.41105 2.11552 1.80586 1.7898 3.03193 6.7725 2.0988 2.42804 1.85088 1.69599 1.62145 1.61447 1.65042 1.76377 2.00497 1.62556 2.48335
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 -0.059649999999999988 -0.15121499999999996 0.092670000000000016 -0.026084999999999994 0.084145000000000011 0.11649000000000002 -0.20636999999999997 0.083965000000000012 0.25063000000000007 0.098315000000000013 0.086765000000000023 0.092475000000000016 -0.49405499999999997 -0.091239999999999974 -0.096999999999999989 0.062655000000000016 0.075730000000000006 -0.075684999999999988 -0.08130999999999998 0.086715000000000014 0.12118000000000002 -0.075329999999999994 -0.47013499999999991 0.061215000000000012 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 13 5 11 -7 9 -9 10 15 -4 -1 24 16 -8 17 21 -19 -20 -21 -13 -17 -11 25 26 -2 -28 29 -29
right_child=3 -3 4 -5 -6 6 7 8 -10 23 -12 14 -14 -15 -16 22 -18 18 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00025169180511831448 1.8066498719858514e-05 0.0007854733727924026 0.003071280770478546 0.0021915769491968242 0.0027641611370537366 0.00017066257356444133 0.0017331934617507269 0.001870024843203434 -0.00048111010159371584 0.0014915356091714184 0.00099065986570913683 0.0022350812661508864 0.0014242414221601815 -0.00038383260314302296 0.00066734279131158128 0.0026982960663022065 0.0010403792450996356 -0.00028136496439173404 0.0011468947467502013 0.0018740344358306655 0.0028705829297630144 0.0034332326707876954 0.0015176400213415169 5.0677076830864814e-05 -0.00010754850443989984 6.6184543065696188e-05 0.0021529003243074677 0.0014341868868863272 0.00019232811723123234 0.00052137897256714831
leaf_weight=22 21 75 24 28 38 25 1104 36 28 20 70 98 27 22 20 51 34 20 51 925 34 21 24 22 21 26 23 124 28 59
leaf_count=22 21 75 24 28 38 25 1104 36 28 20 70 98 27 22 20 51 34 20 51 925 34 21 24 22 21 26 23 124 28 59
internal_value=0 0.00171191 0.0017377 0.000898477 0.00175744 0.00174277 0.00162746 0.00165433 0.000841403 0.00169464 0.00172684 0.00187246 0.000671782 0.000786728 0.00184855 0.00177055 0.00186852 0.00189302 0.00182907 0.00187086 0.00190937 0.00244652 0.00232049 0.0007368 0.000872 0.000945205 0.00103483 0.00112608 0.00101415 0.00113989
internal_weight=0 2769 2694 352 2645 2607 1380 1355 64 1291 1249 1227 49 324 1203 1179 1183 1149 1030 1010 959 119 75 42 302 281 255 234 211 183
internal_count=3121 2769 2694 352 2645 2607 1380 1355 64 1291 1249 1227 49 324 1203 1179 1183 1149 1030 1010 959 119 75 42 302 281 255 234 211 183
is_linear=0
shrinkage=0.00366245


Tree=976
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 1 14 47 2 2 52 16 16 159 42 2 1 2 3 49 2 14 159 160 16 42 15
split_gain=667.754 111.609 67.4086 55.3102 43.0413 34.8907 29.0866 24.9021 22.881 21.305 19.932 15.1072 10.6577 8.94836 8.04108 12.9988 13.5453 11.68 7.64497 7.43225 11.15 7.16856 6.97816 6.84166 7.87219 8.23771 16.3951 7.68357 6.09402 5.89944
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.40473500000000007 0.092845000000000025 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.094835000000000017 -0.56176499999999996 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 0.086555000000000007 0.17760500000000004 0.089770000000000016 0.097845000000000015 0.084940000000000015 0.088340000000000016 0.14019000000000004 -0.46413499999999996 0.084250000000000005 -1.0000000180025095e-35 -0.0094449999999999968 0.088295000000000012 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 23 6 9 -6 12 11 18 14 -1 -13 21 16 -16 -17 -4 -15 -21 28 -14 24 -3 26 -26 -28 -5 -11
right_child=1 2 10 5 7 -7 -8 -9 -10 29 -12 13 22 19 15 17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0040811039746058743 0.0037679285577415641 0.0028949718314563145 0.0012940890695269124 0.0039987100674308447 0.0034049919007865569 0.0019386467870405441 0.0025649482662288147 0.0020651293268591901 0.0022612407953465472 0.0048188876780141778 0.002439120550737999 0.0042621793909546311 0.0024554520192390469 0.003646558786359807 0.0035375663496027697 0.0042784595602754884 0.002137407250396467 0.0032636481478107936 0.00061230005106559953 0.0023406577523294703 0.0035764080310391006 0.0032888535769978102 0.0034844493753289937 0.0014134518977212641 0.0033129056301893296 0.0015471330136938534 0.0021559280074912599 0.0013949689065655417 0.0037565979841650138 0.004078118707528223
leaf_weight=28 76 21 129 862 85 20 37 40 64 49 26 43 24 716 42 61 20 35 43 22 41 34 28 35 21 59 123 33 267 37
leaf_count=28 76 21 129 862 85 20 37 40 64 49 26 43 24 716 42 61 20 35 43 22 41 34 28 35 21 59 123 33 267 37
internal_value=0 0.00216701 0.00196918 0.00372707 0.00228863 0.00378009 0.00379634 0.00297624 0.00288532 0.00381678 0.00129638 0.00378936 0.00338458 0.00364031 0.0038821 0.00358569 0.0030859 0.00390848 0.00112364 0.00360599 0.00314488 0.00392237 0.00300953 0.00199428 0.00207338 0.00200028 0.00215132 0.00199496 0.00394145 0.00450018
internal_weight=0 691 615 2430 417 2286 2266 125 144 2229 198 2143 80 822 1321 158 62 96 172 779 63 1163 52 292 257 236 177 156 1129 86
internal_count=3121 691 615 2430 417 2286 2266 125 144 2229 198 2143 80 822 1321 158 62 96 172 779 63 1163 52 292 257 236 177 156 1129 86
is_linear=0
shrinkage=0.00140032


Tree=977
num_leaves=31
num_cat=0
split_feature=1 2 12 150 11 2 11 52 43 0 3 13 12 16 49 3 52 16 39 0 401 43 483 3 49 131 12 0 0 15
split_gain=15.1942 4.35325 3.66101 2.49538 2.36889 3.28029 2.73642 2.91086 2.27217 2.25155 1.92856 2.66153 1.90224 1.85508 1.82522 3.19872 1.7637 1.72339 1.71848 1.56773 1.67552 2.21858 1.7311 2.17198 1.99811 1.81759 2.64923 5.4398 2.64086 3.74973
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 1.0000000180025095e-35 0.079915000000000014 -0.0091949999999999983 0.085155000000000022 -0.046924999999999988 -0.078139999999999973 -0.07384499999999998 0.30112000000000005 -0.47860499999999995 -0.26532499999999998 -0.39185999999999993 0.14233500000000002 0.10299500000000002 0.048520000000000008 -0.016164999999999995 0.11365500000000002 0.12500000000000003 0.083100000000000021 0.0051600000000000005 -0.070084999999999981 0.10299500000000002 0.085350000000000023 0.023795 0.086305000000000007 -0.064339999999999994 -0.082724999999999979 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 9 -6 -8 16 -1 13 12 -12 -2 15 18 -3 -5 -15 20 22 -22 24 25 -7 26 28 -28 -24 -30
right_child=10 2 -4 17 6 19 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0020094287314367295 0.00066575526034961521 0.00032428329459866867 0.0017929664682375126 0.0010045443570593894 0.0033811801358682352 0.0020789154596133059 0.002986296520141546 0.00089661254156245273 0.0017265580468324747 0.00064851834172646402 0.0017781111549384152 -0.00035561452372400056 0.00031306491441466866 0.0015334802038255431 0.00038350815490858847 0.0028135080917195496 0.0017430449618669364 -0.00019547144820379058 0.00027342781437877527 0.0029154088810766526 0.0023674553883588707 0.0010088480848457545 0.0018519889930240462 0.00060982874165616994 0.0034174231423516094 0.0020967774364262838 0.0016692165379794432 -0.00037916548745455138 0.0039033956254110962 0.0020967777740286001
leaf_weight=29 92 40 383 68 36 106 20 22 143 56 26 39 30 75 24 26 21 26 22 24 188 21 431 23 21 333 685 21 25 65
leaf_count=29 92 40 383 68 36 106 20 22 143 56 26 39 30 75 24 26 21 26 22 24 188 21 431 23 21 333 685 21 25 65
internal_value=0 0.0018121 0.00153657 0.00120705 0.0019012 0.00187512 0.00257915 0.0018917 0.0014533 0.00111283 0.000917321 0.000439514 0.000993265 0.00110724 0.00138355 0.00157868 0.000812709 0.000672625 0.0012477 0.00190847 0.00189588 0.00223094 0.00185492 0.0018192 0.00230024 0.00183703 0.00176653 0.00160829 0.00198096 0.00259862
internal_weight=0 2787 681 298 2106 2028 78 42 204 85 334 95 56 239 147 123 61 94 97 1943 1919 209 1710 1583 127 1560 1227 706 521 90
internal_count=3121 2787 681 298 2106 2028 78 42 204 85 334 95 56 239 147 123 61 94 97 1943 1919 209 1710 1583 127 1560 1227 706 521 90
is_linear=0
shrinkage=0.00396435


Tree=978
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 4 147 12 51 3 2 2 43 159 16 3 483 3 0 0 157 48 157 2 12 3 52 12 51
split_gain=12.7385 4.0864 3.53116 3.24016 2.24661 2.34606 2.06375 2.74472 2.0929 2.40193 2.08675 2.03199 1.89239 2.17688 3.42106 2.75687 3.79653 2.49147 2.30291 2.81343 2.02799 1.69843 3.81561 2.18127 1.62851 1.72753 1.62318 1.72513 1.55758 1.55919
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.059649999999999988 0.092070000000000013 0.11903500000000002 -0.20636999999999997 -0.15121499999999996 0.25063000000000007 -0.090999999999999984 -0.081289999999999987 0.11109000000000001 -0.061854999999999993 0.097915000000000016 -0.096724999999999992 0.0051600000000000005 -0.11013499999999998 -0.10474999999999998 -0.082819999999999991 0.092265000000000014 -0.078969999999999985 0.086375000000000021 0.089735000000000023 0.096675000000000011 -0.046924999999999988 0.082850000000000021 -0.14660499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 6 8 10 9 -6 -8 -2 -12 14 17 24 18 -14 19 -17 -19 -11 23 -23 25 -15 27 -26 -22 -30
right_child=3 -3 -4 -5 5 -7 7 -9 -10 21 12 -13 13 15 -16 16 -18 20 -20 -21 28 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00066256936756328439 0.00064926654400790037 0.00058089197704357012 9.1464532824103636e-05 0.0017116232812467642 0.0024805964801572289 0.0021451008785368856 0.00025921529692404213 0.00021511579860312006 0.00046778592423903152 0.0020276039184170375 0.00042802167114853426 -0.000354398597597976 0.002501473045664854 0.0021273599382165523 0.00017564657522033055 -0.00012046585493353172 -0.00032029087554364229 0.00095860004247755217 0.0020825115499750364 0.0011074408654638849 0.0021767621715416343 0.00039672606920920203 3.4988440982609381e-05 0.0014593153455022695 0.00043813780615233348 0.0012808905548568623 0.0021199804715417436 0.0013024050589557309 0.0020962318577492215 0.001423751043940377
leaf_weight=48 302 75 23 28 23 38 20 25 22 48 25 22 25 57 20 20 20 68 23 368 37 20 20 1088 27 43 21 180 39 346
leaf_count=48 302 75 23 28 23 38 20 25 22 48 25 22 25 57 20 20 20 68 23 368 37 20 20 1088 27 43 21 180 39 346
internal_value=0 0.00131498 0.00133542 0.000671043 0.00134613 0.00135864 0.00134707 0.00126184 0.00144229 0.00146017 0.00128138 0.000581116 0.00129688 0.00131367 0.00146943 0.00120387 0.00103624 0.00151968 0.00110225 0.00104415 0.00146958 0.00144022 0.00141522 0.00144014 0.00142415 0.00176338 0.00127536 0.00118967 0.00155192 0.00149187
internal_weight=0 2769 2694 352 2671 2623 2585 1364 1221 1199 1339 324 1319 1294 535 759 431 515 411 388 490 1176 1128 1108 328 100 228 207 422 385
internal_count=3121 2769 2694 352 2671 2623 2585 1364 1221 1199 1339 324 1319 1294 535 759 431 515 411 388 490 1176 1128 1108 328 100 228 207 422 385
is_linear=0
shrinkage=0.00318838


Tree=979
num_leaves=31
num_cat=0
split_feature=1 2 12 43 2 11 11 52 2 4 15 49 52 0 4 39 34 97 2 131 2 10 150 4 16 12 0 15 151 52
split_gain=10.3344 2.90449 2.44382 2.14803 3.10404 1.92544 2.75358 2.1713 2.05734 1.90609 2.17536 2.75353 3.12319 1.72539 1.68405 1.71286 1.64832 2.55262 2.12596 1.96609 3.39449 1.94258 1.449 1.67361 1.76053 1.6638 1.57989 1.60146 1.44514 1.54319
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 -0.084999999999999978 0.10855000000000002 0.080455000000000013 0.085155000000000022 -0.046924999999999988 -0.0091949999999999983 -0.49013999999999996 -0.46743999999999997 -0.088694999999999982 -0.082554999999999976 -0.07384499999999998 -0.0086549999999999978 0.086670000000000011 -0.038779999999999995 -0.079444999999999988 0.116525 0.090030000000000013 0.31358000000000003 0.10223 0.086730000000000015 0.061775000000000004 -0.074319999999999983 0.09334000000000002 -0.057069999999999989 -0.097454999999999986 0.095500000000000015 0.2800700000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 -7 -8 13 -5 -11 -12 -13 -1 -14 -16 17 -2 21 20 -20 -18 23 24 -4 -26 27 -25 29 -10
right_child=16 2 22 9 -6 6 7 -9 28 10 11 12 14 -15 15 -17 18 -19 19 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0018049965970770366 0.0010563396773447351 0.0013220731544275339 0.0026021161009867982 0.0024143150152912867 -0.00069660755047705524 0.0033443266730892587 0.0026443612495191094 0.00072908949733488046 0.0016983609108891268 0.0022850014232136989 0.0022497756887063622 -0.00032792635840772015 0.0021777055566593547 0.00054074663477992517 0.00057119402916532133 0.0017642257076116554 0.001755905141896757 -0.00099425089169533423 0.00068911817327435045 0.0016304484321410055 -0.0011206376473627071 0.00037141812227069171 0.0026169731522779206 0.0013294367598863544 0.0022743637515717382 0.0013633853991499875 0.0020036734634638425 1.8179757293401097e-05 0.00088690960519059248 0.0013024673294563692
leaf_weight=29 21 26 30 21 28 28 20 22 1713 24 25 37 20 56 89 28 71 22 145 30 21 24 21 32 43 203 20 34 44 194
leaf_count=29 21 26 30 21 28 28 20 22 1713 24 25 37 20 56 89 28 71 22 145 30 21 24 21 32 43 203 20 34 44 194
internal_value=0 0.00155914 0.00132031 0.0010346 0.00027535 0.00163637 0.0023224 0.00164112 0.00161278 0.00120262 0.00108852 0.00094422 0.00075664 0.000972079 0.00104955 0.000856706 0.000776033 7.20032e-06 0.000889641 0.000639297 0.000460173 0.00140614 0.00154261 0.00148028 0.00163996 0.00152262 0.000967832 0.000653941 0.00164069 0.00165809
internal_weight=0 2787 681 298 54 2106 70 42 2036 244 223 199 174 85 137 117 334 43 291 196 166 95 383 362 276 246 86 66 1951 1907
internal_count=3121 2787 681 298 54 2106 70 42 2036 244 223 199 174 85 137 117 334 43 291 196 166 95 383 362 276 246 86 66 1951 1907
is_linear=0
shrinkage=0.004207


Tree=980
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 47 4 2 2 52 1 2 132 14 133 2 47 49 48 16 3 16 42 159 42 2
split_gain=592.836 103.681 64.0894 44.5706 40.3387 30.6862 29.2621 23.6804 21.7846 21.484 21.2785 14.9814 9.62824 8.80911 7.90612 14.3341 7.26498 8.33843 8.90786 7.59043 8.98797 7.09613 6.71774 5.82453 11.7486 10.4761 13.0428 11.8953 5.36089 5.18671
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.094835000000000017 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.08696000000000001 -0.22253999999999999 0.089200000000000015 0.11263500000000001 0.078345000000000012 0.088340000000000016 0.11926500000000002 0.0057500000000000008 0.084940000000000015 0.083160000000000026 0.086555000000000007 0.0089800000000000019 0.088295000000000012 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 16 6 7 11 12 29 -6 23 -1 -13 -15 -16 17 -3 19 20 -19 -14 -21 24 28 27 -27 -25 -5 -4
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 13 21 14 15 -17 -18 18 -20 22 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0032727410636371693 0.0030098260625366097 0.0021707893944152971 0.0011680223789891423 0.0031626976582753473 0.0027149790447009866 0.0015722452041235556 0.0020018643291893129 0.0036095309567642005 0.0018304662822137053 0.002022691536597945 0.0016809158440147295 0.0033790355470659141 0.0019788481484470165 0.0028792899964990744 0.0017067618739113376 0.0028561772383398714 0.0010763468497608252 0.0017063448103171639 0.0010062495282473849 0.0012578083951191171 0.0025114741666828529 0.0028300900981485314 0.0019429608792190646 0.0028426864674626203 0.0024332779933172888 0.0034219896805269545 0.0025422628341015977 0.0017662992474100124 0.0029764112337485639 0.00075254890009425783
leaf_weight=28 76 38 62 862 85 20 38 86 64 26 38 43 24 715 22 41 30 77 30 69 24 28 26 42 34 61 35 20 267 110
leaf_count=28 76 38 62 862 85 20 38 86 64 26 38 43 24 715 22 41 30 77 30 69 24 28 26 42 34 61 35 20 267 110
internal_value=0 0.00174402 0.0015876 0.00294988 0.00184313 0.00298893 0.00300143 0.00301848 0.00233001 0.00104943 0.00239551 0.00299475 0.00272965 0.00287289 0.00284492 0.00245479 0.00161203 0.00167291 0.00158919 0.00167842 0.00189766 0.00243721 0.00144532 0.00307049 0.00309861 0.00286354 0.00310126 0.00249546 0.00311864 0.000902313
internal_weight=0 691 615 2430 417 2286 2266 2228 144 198 123 2142 80 821 778 63 294 264 226 196 101 52 95 1321 1163 158 96 62 1129 172
internal_count=3121 691 615 2430 417 2286 2266 2228 144 198 123 2142 80 821 778 63 294 264 226 196 101 52 95 1321 1163 158 96 62 1129 172
is_linear=0
shrinkage=0.00114875


Tree=981
num_leaves=31
num_cat=0
split_feature=4 3 9 149 160 44 48 0 0 3 15 12 48 4 3 3 52 376 42 39 3 157 48 48 157 11 4 133 43 13
split_gain=10.8359 3.41381 2.79771 2.68167 2.31618 2.19792 1.97672 2.06677 3.38651 3.08306 2.82972 2.39915 2.13714 1.92971 2.99002 2.83972 5.33149 2.28357 2.25637 1.86584 2.18351 1.76282 2.86899 2.12064 1.75776 1.70015 1.73014 1.79808 3.6371 3.1947
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.079055000000000014 1.0000000180025095e-35 -0.074214999999999989 -0.10474999999999998 -0.14001499999999997 -0.010424999999999999 -0.47006499999999996 -0.085119999999999987 0.099800000000000014 -0.059649999999999988 -0.15121499999999996 0.092670000000000016 -1.0000000180025095e-35 0.086445000000000008 0.11649000000000002 0.085855000000000015 -0.14989499999999997 -0.082819999999999991 0.093265000000000015 0.078735000000000013 -0.078969999999999985 0.096435000000000007 -0.49405499999999997 -1.0000000180025095e-35 -0.023869999999999995 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 13 -2 8 11 19 -11 -8 -13 21 -15 17 -17 18 -16 20 -9 -4 23 24 -23 26 -26 -28 -29 -30
right_child=3 -3 5 -5 -6 -7 7 9 -10 10 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00016418843032521674 -0.00021211891965141434 0.00066492139015276606 0.0024149433126386625 0.0019892084298442051 0.0016603065636022533 0.0025226658640357209 -0.00043131241619623768 0.0013329699153282529 0.0025188452194392467 0.00082040609089863723 -0.00080651825894486587 0.0017789042401833276 0.00024887645800046907 4.0841372883109309e-05 0.0015865505147465548 0.001473759647813248 -0.0010715020251978605 0.0001731811883538333 0.00082471700696022752 0.0017405581354017399 -0.0002029359062061484 0.0004411631142841073 0.00029110588917310418 0.0030079206539966354 0.0022691272910098014 0.00048325427014980093 0.001818357126005388 0.0017465418084473487 -7.2394976331650765e-05 0.0012844673692625646
leaf_weight=29 39 75 53 28 20 41 20 31 26 31 44 41 25 25 1198 42 21 21 70 35 32 20 26 20 83 20 519 303 37 146
leaf_count=29 39 75 53 28 20 41 20 31 26 31 44 41 25 25 1198 42 21 21 70 35 32 20 26 20 83 20 519 303 37 146
internal_value=0 0.00153288 0.00155704 0.0007646 0.000580503 0.00157513 0.00065877 0.000777944 0.00121447 0.000495338 -0.000134056 0.000820125 0.00119935 0.00156022 0.00145423 0.00148036 0.000625339 0.00152215 0.00154449 0.000977017 0.000552827 0.00167916 0.00164594 0.00167663 0.00165302 0.0016749 0.0016968 0.00164954 0.00146925 0.00101013
internal_weight=0 2769 2694 352 49 2645 324 285 112 173 75 86 66 2604 1377 1352 63 1289 1268 98 63 1227 1174 1148 1128 1108 1088 1005 486 183
internal_count=3121 2769 2694 352 49 2645 324 285 112 173 75 86 66 2604 1377 1352 63 1289 1268 98 63 1227 1174 1148 1128 1108 1088 1005 486 183
is_linear=0
shrinkage=0.00412451


Tree=982
num_leaves=31
num_cat=0
split_feature=1 2 12 4 150 1 52 1 11 43 12 16 49 16 16 151 13 10 2 10 12 1 123 14 48 40 47 30 4 4
split_gain=8.84637 2.56567 2.05253 1.90279 2.17618 3.3827 1.94196 3.5449 1.78055 3.82142 3.13766 1.75379 1.64936 1.84859 7.4051 1.63405 1.9648 1.53699 1.88771 2.21021 1.66528 2.51855 1.7582 1.62837 1.52174 1.82119 1.4723 1.44957 1.58773 6.17794
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 0.42642000000000008 1.0000000180025095e-35 0.10439500000000002 -0.077024999999999996 0.10920500000000001 1.0000000180025095e-35 0.035560000000000008 0.09320500000000001 -0.034884999999999992 -0.013049999999999997 0.15891500000000003 -0.0024749999999999993 0.009020000000000002 -0.074519999999999989 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.15799000000000005 0.11679000000000002 -0.072219999999999993 0.13127500000000003 -1.0000000180025095e-35 0.11518500000000002 0.086065000000000016 -0.17966999999999997 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 12 -6 -7 -8 15 10 11 -10 -3 14 -14 27 -17 18 19 -2 -20 22 23 -22 25 -25 -21 28 -1 -30
right_child=17 2 -4 -5 5 6 7 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 20 26 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0019958814618371849 0.00039633106872723688 0.0020906397952635443 0.0013306751804469294 0.0017158621820007073 -0.0011692044132590174 0.0015311513452871031 0.0012818314543378178 -0.0010408384417324944 0.0012773686007929047 0.003304204329593473 0.00056325769729766552 0.0026555877725123835 0.0011509357093504289 0.0015510771103251916 -0.0015016743409005937 0.0012115147513077668 -0.00024242796629344519 -4.0937696704159626e-05 0.0016430144379880583 0.0022531044408865375 0.0014456416250174834 -0.00093925735084963394 -0.00044740939638587233 0.0010485372845307295 0.0013723465264168023 -0.00031266546944878649 0.00097484378698676295 0.00044708920979051543 -0.00072673392700716235 0.0014292438835383412
leaf_weight=77 33 21 383 39 21 27 22 21 26 25 35 36 79 46 22 55 21 45 20 34 40 20 23 25 23 45 26 25 22 1784
leaf_count=77 33 21 383 39 21 27 22 21 26 25 35 36 79 46 22 55 21 45 20 34 40 20 23 25 23 45 26 25 22 1784
internal_value=0 0.00135061 0.00113486 0.000883185 0.000757801 0.000254181 0.000681197 0.000147504 0.00142038 0.00189452 0.0015312 0.00207762 0.0010306 0.000879161 0.000573139 0.00139122 0.000809767 0.00065421 0.000762451 0.00123689 0.000537336 0.000411691 0.000584889 0.000763407 0.000469973 0.000173478 0.00169919 0.00141438 0.00142723 0.00140298
internal_weight=0 2787 681 298 259 91 70 43 2106 122 97 62 168 147 101 1984 76 334 289 93 196 176 156 133 93 70 60 1908 1883 1806
internal_count=3121 2787 681 298 259 91 70 43 2106 122 97 62 168 147 101 1984 76 334 289 93 196 176 156 133 93 70 60 1908 1883 1806
is_linear=0
shrinkage=0.00404364


Tree=983
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 2 1 14 1 1 3 0 159 150 16 51 0 2 50 12 14 47 2 43 52 48 42
split_gain=840.97 142.639 76.5647 68.8855 39.8673 39.6475 34.2364 28.7637 21.6383 21.2156 21.1088 14.9673 12.5411 19.1311 10.7085 9.28996 11.9515 12.744 8.85186 8.81835 12.161 8.66305 8.42312 7.65628 6.73417 6.61877 8.13216 6.49118 5.89531 5.74007
threshold=0.104035 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.091265000000000013 0.27287000000000006 0.14285500000000004 0.27834500000000006 0.13501500000000002 0.077845000000000011 0.062655000000000016 0.14860500000000001 0.080270000000000022 -0.12018999999999998 -0.23091999999999999 0.082585000000000006 0.083250000000000005 1.0000000180025095e-35 0.11144500000000002 -0.23091999999999999 0.11144000000000001 0.086295000000000011 -1.0000000180025095e-35 0.076175000000000007 0.11043500000000002 0.13501500000000002 -0.04890499999999999 -0.56176499999999996 0.083685000000000009 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 10 6 22 24 14 -5 12 25 18 -14 -6 16 17 -2 -1 -18 -21 -8 -3 27 -4 26 -7 -16 -11 -29
right_child=1 5 7 9 8 11 21 -9 -10 28 -12 -13 13 -15 23 -17 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0033483565494027397 0.001774648052855115 0.0013388085953705432 0.0031593550021682916 0.0029716016340375823 0.0020796864194833737 0.00053060082705919099 -2.264053669236427e-05 0.0016749487460918477 0.0020955853468647609 0.0011534033503885063 0.0039934110704739102 -0.00015740063655417962 0.0020607815214810795 0.00313839967214719 0.0034867673789077819 0.0011638595939068895 0.0020373019501431877 0.0029173811692996547 0.0026241890922203536 0.00154884199138285 0.00031419962134834233 0.0011187040428236731 0.0022288244804481096 0.0037529796859281433 0.0025037114893367027 0.00035723189769960959 0.0013779540722134022 0.0028315393772548603 0.0019380549112086006 0.0030617642251053443
leaf_weight=897 73 26 90 28 21 38 23 35 48 24 62 46 28 495 38 69 21 20 28 33 21 20 50 21 35 56 35 343 43 354
leaf_count=897 73 26 90 28 21 38 23 35 48 24 62 46 28 495 38 69 21 20 28 33 21 20 50 21 35 56 35 343 43 354
internal_value=0 0.00151744 0.00201333 0.00310314 0.00314621 0.000847821 0.00141264 0.00269122 0.002922 0.00204445 0.00326871 0.000463747 0.00323768 0.00308071 0.00297306 0.00155568 0.00171661 0.0020204 0.00332644 0.00133991 0.0010687 0.000508217 0.00192435 0.00299787 0.00297577 0.000685242 0.000936866 0.0029763 0.00165699 0.00294847
internal_weight=0 691 397 2430 2335 294 119 160 825 95 1510 175 1448 523 777 237 168 93 925 75 54 43 76 756 125 129 73 735 67 697
internal_count=3121 691 397 2430 2335 294 119 160 825 95 1510 175 1448 523 777 237 168 93 925 75 54 43 76 756 125 129 73 735 67 697
is_linear=0
shrinkage=0.00126831


Tree=984
num_leaves=31
num_cat=0
split_feature=4 2 3 149 39 40 16 484 52 13 128 393 160 129 4 10 1455 160 4 128 129 484 484 3 1 1429 0 43 475 16
split_gain=9.69035 3.1451 2.51669 2.27384 2.06514 2.6127 1.93051 3.18008 2.44572 4.03794 2.39204 2.06833 1.83576 1.82541 1.7218 1.67666 1.66951 2.95509 1.84004 1.85164 1.75125 1.65875 1.82173 1.62644 1.66876 4.85844 3.56229 2.27 2.78542 2.32555
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 -0.08440499999999998 -0.071854999999999988 -0.011854999999999999 0.5140450000000002 -0.072819999999999982 0.11170500000000001 0.084845000000000018 0.10493500000000001 0.11234000000000001 -0.0078799999999999981 -0.079859999999999987 -0.23681499999999997 -0.55248999999999981 -0.49405499999999997 0.092940000000000009 0.090540000000000023 0.096415000000000015 0.085655000000000023 0.12745000000000004 0.080270000000000022 0.084690000000000015 -0.14226499999999997 -0.085474999999999982 -0.085734999999999992 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 -1 -6 7 14 10 -10 11 16 13 -9 -7 -2 -8 -18 -19 20 23 22 -17 24 26 -26 -20 28 -28 -29
right_child=3 -3 -4 -5 5 6 8 12 9 -11 -12 -13 -14 -15 -16 21 17 18 19 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0029074567293242756 -0.0002785085336382394 0.00014371134199348264 0.00070503258991782365 0.0020966464883568391 0.0006559679229548545 0.0037873309635547666 0.0026556154910681437 0.001741915162384847 0.0017450611716985434 -0.0011681713886014821 -2.3928246363303082e-05 0.00014947617803042526 0.00029271177605606584 0.003216647567449259 0.0022969291477461418 0.0007702355703989906 -0.00018351195383605511 0.0021916760718689431 0.0036136605145097849 0.0027301427811490613 0.00045446892822519736 -0.00042594026059185688 0.0021420972213889566 0.0027785673685199463 0.0014619729731695983 -0.00052988292467800546 0.0035669578463027995 0.0017022402309739247 0.0018478088804045197 0.00097839389690611853
leaf_weight=31 39 33 65 28 60 23 37 983 25 20 21 22 20 20 85 236 21 129 22 32 33 24 25 26 369 31 25 291 184 161
leaf_count=31 39 33 65 28 60 23 37 983 25 20 21 22 20 20 85 236 21 129 22 32 33 24 25 26 369 31 25 291 184 161
internal_value=0 0.00162668 0.00164456 0.000775425 0.00166743 0.00165287 0.00167605 0.00182567 0.00155926 0.000450291 0.00159481 0.00161939 0.00174241 0.00177132 0.00261433 0.000661246 0.00164315 0.00161485 0.00164384 0.00158364 0.00155151 0.000789844 0.00090164 0.00158416 0.00155548 0.0013076 0.00170065 0.00163698 0.00205345 0.00144441
internal_weight=0 2769 2736 352 2671 2640 2580 1131 1449 45 1404 1383 1023 1003 108 324 1361 1324 1303 1174 1142 285 261 1109 1083 400 683 661 209 452
internal_count=3121 2769 2736 352 2671 2640 2580 1131 1449 45 1404 1383 1023 1003 108 324 1361 1324 1303 1174 1142 285 261 1109 1083 400 683 661 209 452
is_linear=0
shrinkage=0.00483252


Tree=985
num_leaves=31
num_cat=0
split_feature=1 15 46 0 157 1 3 1 0 4 160 0 16 15 16 52 52 4 16 474 16 129 42 160 1447 1453 12 0 4 43
split_gain=8.04286 2.38616 2.45556 2.96266 4.35783 3.29061 2.4057 3.70608 2.23841 1.97718 2.56017 1.89998 3.69478 5.29427 5.87779 4.44335 2.68447 2.89729 2.28084 2.19476 2.49381 1.822 1.73608 1.69861 1.67707 1.83936 1.74341 3.01025 1.66107 4.27332
threshold=0.12000500000000001 0.024640000000000006 0.084955000000000017 -0.13027499999999997 -0.07797999999999998 0.088975000000000012 -0.15447499999999995 0.081670000000000006 0.062580000000000011 0.42642000000000008 0.089640000000000011 -0.075934999999999989 0.066275000000000014 -1.0000000180025095e-35 -0.013324999999999998 0.10744000000000002 -0.080114999999999978 -0.00059999999999999995 0.19444000000000003 0.023345000000000001 0.40737000000000007 0.093420000000000017 0.091955000000000023 -0.069549999999999987 -0.086059999999999984 -0.065549999999999983 0.082095000000000015 -0.11013499999999998 -0.0086549999999999978 -0.08287499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -3 24 10 -7 21 13 16 -15 18 -13 -18 -14 20 -20 22 28 -24 -8 -26 -27 -28 29 -5
right_child=-2 6 -4 11 5 9 8 -9 -10 -11 -12 12 15 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.00074970878225755243 0.00054877945599966533 0.0012348826610909522 0.0023106147143583241 0.0014872324752168607 0.001680883360612982 0.0001944596073096218 0.0021318145276118129 0.0034554209137620134 1.7877815303701279e-05 0.0017817112577470302 0.0014224208056682773 -0.00012492529712117463 0.0023690683295223233 0.00099018850948154997 -0.0017843350699483188 -0.00045712786088683858 0.002172808016346328 0.00077174103153729984 0.00033744889571730768 0.0019112992319416206 0.0013055560352887039 0.00031748523721991672 0.0016127408168846019 0.00050511475370569635 0.00031008286972349997 0.0019668370527150046 1.6916596873792471e-07 0.0013194445805818746 0.0015416247596634117 0.00042507486479885644
leaf_weight=29 334 27 26 184 60 124 39 21 21 20 34 30 31 21 28 23 34 73 57 59 157 30 31 73 29 62 28 930 418 88
leaf_count=29 334 27 26 184 60 124 39 21 21 20 34 30 31 21 28 23 34 73 57 59 157 30 31 73 29 62 28 930 418 88
internal_value=0 0.00119978 0.00110205 0.00108246 0.000701202 0.000877994 0.00133746 0.00220637 0.00129986 0.000607357 0.000458704 0.0011586 0.000969197 0.000523104 -0.000595254 0.00122294 0.000923101 0.00121694 0.00135005 0.00123434 0.0010477 0.00127652 0.00131275 0.000835273 0.0013246 0.00129459 0.00132258 0.00128089 0.00138472 0.00114359
internal_weight=0 2787 1630 1604 267 238 1157 48 1109 178 158 1337 513 186 49 327 137 107 304 273 214 824 794 104 1088 1049 1020 958 690 272
internal_count=3121 2787 1630 1604 267 238 1157 48 1109 178 158 1337 513 186 49 327 137 107 304 273 214 824 794 104 1088 1049 1020 958 690 272
is_linear=0
shrinkage=0.00396435


Tree=986
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 14 2 4 4 0 1 4 52 49 49 1 2 0 0 50 40 2 157 48 157 4 13 51
split_gain=652.428 108.307 49.8003 49.124 42.0275 32.4135 26.5072 24.6346 20.3474 19.0462 17.7198 22.8961 17.2194 17.132 13.2265 11.9231 11.088 10.3288 10.0535 9.4801 8.44472 7.9632 7.96096 7.83119 7.45407 8.99153 9.50535 7.57277 7.86696 6.82826
threshold=0.104035 -0.059315 0.056590000000000008 0.27834500000000006 0.14753000000000002 0.11362000000000001 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.0061450000000000003 -0.11173999999999999 0.09253500000000002 -0.067104999999999984 1.0000000180025095e-35 -0.007794999999999999 -0.054984999999999992 0.13436000000000001 0.094835000000000017 -0.079119999999999982 -0.15599999999999997 0.041865000000000006 -0.077714999999999992 0.11411 -0.082259999999999986 0.093265000000000015 -0.077809999999999976 -0.52556499999999995 -0.090639999999999984 -0.031924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 22 10 -8 -10 11 20 18 -7 15 -12 -2 -11 -4 -13 -1 -6 -3 -5 -21 26 -26 -28 -29 -17
right_child=1 4 12 23 21 13 8 -9 9 17 14 19 -14 -15 -16 29 -18 -19 -20 24 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0028808391691185218 0.0021699240017060955 0.0014920058962580819 0.0035447632084107785 0.0022613983387065233 0.00056373663587650283 0.0016258695750908478 0.0028494209546145945 0.0039434668572462328 0.0026672252939962319 0.0017387611948965088 0.0019135841713410092 0.0033976962530454608 0.0019981691867870886 0.0028584294425865364 0.0032879864384180663 0.0022740381605871507 0.0030915051566725296 0.00094703921541109347 0.00254018995848197 0.0037390450331995307 0.0019028374604614373 0.001400086835223552 0.00077921759556995513 0.0014772983787954676 0.0024404991186224348 0.0025229058444135003 0.003955054060742362 0.0024455854253604106 0.0032438366973225894 0.0030016140830199821
leaf_weight=43 24 47 24 31 75 20 30 85 31 169 23 1157 64 136 119 24 127 30 43 37 20 23 50 54 24 32 22 20 419 118
leaf_count=43 24 47 24 31 75 20 30 85 31 169 23 1157 64 136 119 24 127 30 43 37 20 23 50 54 24 32 22 20 419 118
internal_value=0 0.00183585 0.00320514 0.00251939 0.00148131 0.00324764 0.00167931 0.00328747 0.00188626 0.00176063 0.00326038 0.00330654 0.00245943 0.00270041 0.00297201 0.00274412 0.00294503 0.00161941 0.00290004 0.00333365 0.00257036 0.000760023 0.00112459 0.00176326 0.00319989 0.00316131 0.00320343 0.00324315 0.00320747 0.00287864
internal_weight=0 691 2430 236 455 2299 357 2143 260 230 2058 1774 131 156 284 165 151 199 67 1711 63 98 97 85 554 517 485 461 439 142
internal_count=3121 691 2430 236 455 2299 357 2143 260 230 2058 1774 131 156 284 165 151 199 67 1711 63 98 97 85 554 517 485 461 439 142
is_linear=0
shrinkage=0.00124344


Tree=987
num_leaves=31
num_cat=0
split_feature=4 2 3 1 15 48 156 43 16 1374 128 52 42 159 4 4 480 50 483 456 1375 4 12 52 42 15 52 1429 456 133
split_gain=8.62733 2.75549 2.20551 2.04221 1.76746 2.7088 3.13522 2.1158 1.78337 2.35613 2.10872 2.03592 3.26772 1.94941 2.55542 2.42351 2.14224 2.13462 2.07078 1.91501 2.40875 2.29518 3.05336 2.00498 1.82272 1.75926 1.71608 1.67864 1.81527 1.67602
threshold=0.27044500000000005 0.17025000000000004 0.31299000000000005 0.08592000000000001 -0.14601999999999996 1.0000000180025095e-35 0.088610000000000008 -0.17390999999999998 -0.083539999999999989 0.086000000000000007 0.11170500000000001 0.5140450000000002 0.089535000000000017 -0.0060149999999999986 0.066685000000000008 0.033845000000000007 0.086995000000000017 -1.0000000180025095e-35 0.11494000000000001 0.087225000000000011 -0.090674999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.23925500000000002 0.088295000000000012 -0.065449999999999994 -1.0000000180025095e-35 0.083810000000000009 0.089955000000000021 -0.0061299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 8 7 -7 26 10 11 13 -13 16 15 17 18 -15 24 20 -19 22 -22 -24 -10 -17 -6 28 -21 -28
right_child=3 -3 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 14 -16 25 -18 19 -20 27 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0015688565131453613 0.001624648066260728 9.0178320208853522e-05 0.00034156291947757313 0.00047355600320637947 0.0020610423951640425 -0.00037478022428740561 0.0022386503524066941 0.00085068225682138378 0.002245733459884167 0.0022456628925195724 0.00028233068868154486 -0.00073343272414719133 0.0012907480094392965 0.0021127810853529575 0.0021301333452292217 0.00076990063900991964 0.0010386170630063913 -0.00021198431905324481 0.00077403123571010812 0.0028477029884965352 -0.00013130561972913508 0.0020211958302762327 0.0011047716453739815 -4.0916336437633692e-05 0.0013907372041788719 -0.00043299713756230607 0.0014932180994974712 0.00086476326273923602 0.0013598988638720269 0.0010931813058677508
leaf_weight=140 22 33 44 343 44 20 21 343 79 25 40 20 23 28 31 73 109 20 27 22 29 33 842 21 58 21 307 22 22 259
leaf_count=140 22 33 44 343 44 20 21 343 79 25 40 20 23 28 31 73 109 20 27 22 29 33 842 21 58 21 307 22 22 259
internal_value=0 0.00114213 0.00115488 0.000542937 0.00116824 0.00114615 0.000862761 0.000783164 0.00119665 0.00113045 0.00111211 0.00113453 0.000349269 0.00115803 0.0010927 0.00106432 0.00143657 0.00111526 0.00170106 0.00108764 0.00104551 0.0010727 0.00103761 0.00107689 0.00188376 0.000501168 0.00136432 0.00169079 0.0021038 0.00131016
internal_weight=0 2756 2723 365 2679 2539 384 363 2155 1545 1520 1480 43 1437 1164 1133 273 1039 164 1011 945 925 892 863 137 94 610 66 44 566
internal_count=3121 2756 2723 365 2679 2539 384 363 2155 1545 1520 1480 43 1437 1164 1133 273 1039 164 1011 945 925 892 863 137 94 610 66 44 566
is_linear=0
shrinkage=0.00366245


Tree=988
num_leaves=31
num_cat=0
split_feature=1 15 400 2 11 46 3 2 457 0 14 0 51 1 1 43 4 133 133 1447 1447 483 14 11 2 1209 130 12 1446 51
split_gain=7.26504 2.05384 2.24313 2.85049 2.21844 1.90817 2.11192 1.96713 2.07024 1.86984 1.61249 1.88868 2.97885 3.2308 1.56804 1.46227 1.66589 1.80029 1.63253 1.68111 1.66047 1.45789 1.45028 1.41553 1.63978 2.2855 1.73 1.55769 2.70267 1.63685
threshold=0.12000500000000001 0.024640000000000006 -0.077004999999999976 0.091265000000000013 0.075910000000000019 0.084955000000000017 0.090900000000000009 0.086675000000000016 0.29113500000000009 -0.26343999999999995 0.081185000000000021 -0.13027499999999997 -0.033649999999999992 0.093100000000000002 0.16773500000000005 0.0041500000000000009 -0.080924999999999983 -0.093189999999999981 -0.071719999999999992 -0.086059999999999984 -0.085024999999999989 0.098395000000000024 0.078235000000000013 0.097680000000000017 0.14019000000000004 0.091045000000000001 -0.0015749999999999998 0.092550000000000007 0.10060500000000001 -0.085534999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 6 10 -8 9 -9 11 12 -4 -14 21 18 17 -17 -3 -20 -21 -2 -6 24 25 26 -13 29 -29 -28
right_child=14 4 5 -5 22 -7 7 8 -10 -11 -12 23 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0010501228376446729 0.00048489186182575214 0.0016785915406179477 -0.00077284413858951201 -0.00074072725003619677 0.0026003533051442685 0.0020708167715514834 -0.00053589048864395843 -1.647257697997777e-05 -0.00041272660509016231 0.0011385710672184152 0.0021048515446503669 0.0018335658078584328 0.0016996599360546581 0.00036657089385862295 -0.00049701641529556928 0.00080527402262000139 0.001102160471565232 -0.00058263838458011787 0.0020135594762549672 3.6783869094160676e-05 0.0011736615861377014 0.0015697014507036291 0.0014222569481554181 0.00015891888527196549 3.5934322849429623e-05 -0.00017077024030410774 0.0016225810764188395 0.00099010564745644438 -0.00048207234929185087 0.0011381879296079793
leaf_weight=29 291 117 20 25 27 26 20 26 20 114 22 54 43 76 23 48 198 20 35 20 654 20 38 24 21 20 127 324 20 619
leaf_count=29 291 117 20 25 27 26 20 26 20 114 22 54 43 76 23 48 198 20 35 20 654 20 38 24 21 20 127 324 20 619
internal_value=0 0.00108883 0.000999934 0.000221026 0.00121406 0.00102662 0.00100911 0.000613314 0.000756964 0.000924063 0.00106111 0.00104407 0.000615021 0.000848275 0.000482234 0.00117254 0.00092191 0.000397064 0.00125324 0.00118305 0.00113993 0.000554655 0.00191162 0.0010934 0.00111233 0.00113175 0.00115452 0.00112088 0.000904514 0.00122065
internal_weight=0 2787 1630 54 1157 1576 1550 180 160 140 1370 1348 139 119 334 1092 266 68 826 709 674 311 65 1209 1185 1164 1144 1090 344 746
internal_count=3121 2787 1630 54 1157 1576 1550 180 160 140 1370 1348 139 119 334 1092 266 68 826 709 674 311 65 1209 1185 1164 1144 1090 344 746
is_linear=0
shrinkage=0.00388662


Tree=989
num_leaves=31
num_cat=0
split_feature=4 16 12 2 4 157 13 52 159 150 3 4 49 0 124 15 0 133 157 0 16 51 49 51 13 43 42 13 40 1204
split_gain=5.91825 2.20909 3.19662 2.69252 2.26463 4.08251 2.21373 1.9007 2.23316 1.83364 2.25199 2.56755 2.4945 2.21472 1.89806 4.02902 1.85051 1.81899 1.51434 1.82266 1.7718 1.51191 1.4788 1.66691 3.34181 2.06537 1.59306 2.27484 2.6375 2.11994
threshold=0.26450500000000005 -0.14771999999999999 0.080890000000000017 0.17025000000000004 0.024790000000000003 -0.029304999999999998 -0.17933499999999997 0.039215000000000007 0.10620500000000001 0.12068000000000002 -0.13927999999999999 0.50194500000000009 -0.016249999999999997 -0.11242999999999999 -1.0000000180025095e-35 -0.41942499999999994 -0.15931499999999996 -0.088234999999999994 0.0036600000000000005 -0.11437499999999999 0.22339500000000004 0.084305000000000019 -0.23803499999999997 0.089355000000000004 0.016935000000000002 -1.0000000180025095e-35 -0.008624999999999999 -0.0021749999999999994 -1.0000000180025095e-35 -0.068659999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3 9 -9 10 11 -2 -12 16 -15 -16 -14 -4 19 -7 -21 -19 -8 26 -25 -26 27 -24 -29 -28
right_child=7 3 17 -5 5 18 22 8 -10 -11 12 -13 13 14 15 -17 -18 21 -20 20 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=0.0020505480245370292 0.00029083805354826567 0.00032529481705593843 0.0019964403722630619 -0.00021986966629374449 -0.0007908072449850143 0.0019629511768552957 0.0019123588614300699 0.0012300748746884892 3.689873247015854e-05 0.0013034887881389139 -0.0010363606715199159 0.0019102289283584838 0.00011568179007047968 0.00041809717204407412 0.00033869876851667967 -0.0016902280693929189 0.0014777285925138687 0.0006519065657404308 -0.00022867485305509198 0.00040538771112736169 0.0011343045462003792 0.0017138780427743995 0.0014472393810299306 0.00092754578476347794 -0.00077291906790810888 0.00075364830221586571 -0.00026657035048048956 0.0022672812519080707 0.00086479294881007052 0.00098376077078999821
leaf_weight=64 44 71 24 29 27 20 26 79 32 24 29 21 30 46 30 27 28 103 20 101 93 24 285 218 31 22 20 21 267 1265
leaf_count=64 44 71 24 29 27 20 26 79 32 24 29 21 30 46 30 27 28 103 20 101 93 24 285 218 31 22 20 21 267 1265
internal_value=0 0.000966153 0.00133688 0.000934474 0.000947934 0.000612139 0.000987306 0.000464363 0.000886096 0.000296577 0.000201809 0.000814026 -7.63332e-06 0.000177665 -0.000157696 -0.000622372 0.000773222 0.0010344 0.000774017 0.000867727 0.000754817 0.000852594 0.00100912 0.000998087 0.000718911 -0.00013925 0.00103881 0.00120589 0.000967058 0.0009643
internal_weight=0 2731 215 2516 2487 261 2226 390 111 279 255 65 190 161 103 57 58 151 234 214 194 127 2155 2129 271 53 1858 573 288 1285
internal_count=3121 2731 215 2516 2487 261 2226 390 111 279 255 65 190 161 103 57 58 151 234 214 194 127 2155 2129 271 53 1858 573 288 1285
is_linear=0
shrinkage=0.00381041


Tree=990
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 14 1 2 1 1 2 4 1 2 0 50 12 15 47 0 4 14 0 150 14 15 3
split_gain=1012.35 160.283 92.3699 74.6667 44.3222 41.0578 40.8045 33.2819 25.8364 23.1167 22.6749 16.1601 15.0322 14.4927 11.454 15.7523 10.7922 10.5838 9.7399 9.20469 8.8568 8.68871 8.62644 6.95202 6.70747 8.3972 10.2912 6.6901 6.64004 8.99251
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.095545000000000005 0.27834500000000006 0.27287000000000006 0.14285500000000004 0.076975000000000002 0.092845000000000025 0.13501500000000002 0.15471500000000002 0.089770000000000016 0.08647500000000001 -0.013125 0.093100000000000002 -0.0091949999999999983 0.14486500000000005 0.086295000000000011 -1.0000000180025095e-35 0.024640000000000006 0.090100000000000013 -0.23091999999999999 -0.03898999999999999 -0.23083499999999998 0.041630000000000007 0.097210000000000005 -0.46596499999999991 0.024640000000000006 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 8 23 7 19 12 -5 14 27 28 16 17 -16 -14 -6 -9 -3 21 22 -2 -4 -24 26 -26 -8 29 -1
right_child=1 6 5 9 10 -7 11 18 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029274004129703312 0.0021540935298253326 0.0014263258938639722 0.0036194926103981389 0.0030916164048918979 0.0034868219588525011 0.0017289845476227421 0.0014431049549823304 7.9292757239147457e-05 0.0043294000037280055 0.0018085882454356146 0.0023196103559485655 -0.00019956586904990112 0.0024712352890755682 0.0022532624747583414 0.0031462033989529629 0.0021532822552880731 0.003416600499263948 0.0027023166448350766 0.0012894965499362673 0.0023567173279464538 0.0024128474169742412 0.0022310152463021217 0.001913403042682106 0.0030176568236779701 0.0012956190214669777 0.0019954487706319158 0.00028092172250046956 0.00065078483773664227 0.0036641847463399686 0.0035280329387784672
leaf_weight=43 27 26 52 37 257 36 20 23 67 58 48 35 21 21 226 29 259 31 20 50 24 30 30 76 82 20 20 120 739 594
leaf_count=43 27 26 52 37 257 36 20 23 67 58 48 35 21 21 226 29 259 31 20 50 24 30 30 76 82 20 20 120 739 594
internal_value=0 0.00167073 0.00219639 0.00341051 0.00345536 0.0029256 0.000960903 0.0015339 0.00355708 0.00230829 0.00315518 0.000571266 0.00352622 0.00326948 0.00322905 0.00303328 0.0033457 0.00340238 0.000642178 0.00203843 0.00168313 0.00159934 0.00149347 0.00326215 0.00137612 0.001244 0.00109666 0.000763973 0.00358239 0.00348749
internal_weight=0 691 397 2430 2335 164 294 119 1744 95 591 175 1677 301 543 255 280 288 43 76 233 209 179 128 152 122 102 140 1376 637
internal_count=3121 691 397 2430 2335 164 294 119 1744 95 591 175 1677 301 543 255 280 288 43 76 233 209 179 128 152 122 102 140 1376 637
is_linear=0
shrinkage=0.00126831


Tree=991
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 4 1 2 2 4 1 52 1 2 15 47 10 52 131 3 16 52 4 3 0 3
split_gain=828.53 134.484 87.805 66.3296 51.244 38.3698 27.5124 26.248 23.5522 21.5721 19.4159 19.3285 15.5864 14.0374 9.48805 8.53463 8.90263 13.7682 8.47541 8.15833 7.41877 7.15271 6.38861 6.22424 5.69459 5.45583 5.66194 7.67132 7.70612 5.33936
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.13082500000000002 0.40473500000000007 0.092845000000000025 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.41942499999999994 0.090100000000000013 -0.38124499999999995 -0.16675999999999999 0.091440000000000007 -0.016324999999999996 0.11346000000000002 0.40674500000000008 -0.39518999999999993 0.086245000000000016 -0.070154999999999981 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 6 7 11 12 -6 -5 14 13 -4 25 -13 -17 -18 -14 29 -20 -8 -2 -15 -7 26 -1 28 -28 -3
right_child=1 2 8 10 9 24 21 -9 -10 -11 -12 15 18 23 -16 16 17 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003559596491650557 0.0030545640483384652 0.00091170238771236798 0.0012672096385687053 0.0025200423244372992 0.0026083686132747303 0.0013891788429101564 0.0029197702636395385 0.0015826113071191416 0.0015358714382848291 0.0014028158297516588 0.0013972124050723909 0.0032382972687830924 0.00053861327802946985 0.00086625265531808113 0.0027392398786505031 0.002731165538907337 0.0014768877062416024 0.0026536360218703285 0.00024001146534688097 0.0017628879741952918 -0.00065915978766560817 0.0037534491512337975 0.0022480111113323559 0.00024685518596637851 0.002231891252735904 0.0024735177536560063 0.0030353281298313856 0.0022918720481469239 0.0023058781884751104 0.0013222666809131331
leaf_weight=28 54 104 44 37 71 26 20 24 34 32 60 45 32 36 245 745 22 45 25 32 30 65 20 73 22 28 992 22 22 86
leaf_count=28 54 104 44 37 71 26 20 24 34 32 60 45 32 36 245 745 22 45 25 32 30 65 20 73 22 28 992 22 22 86
internal_value=0 0.00128615 0.00109461 0.00281341 0.00152317 0.00285417 0.00287665 0.00285057 0.00058629 0.00223383 0.00182551 0.00286444 0.000451766 0.000686031 0.00295605 0.00272152 0.00269289 0.00226724 3.9783e-05 0.00119344 -0.000250446 0.00355729 0.00283658 0.000451427 0.00177542 0.00300469 0.00301867 0.00300405 0.0030195 0.00109754
internal_weight=0 673 599 2448 325 2351 2303 2218 274 103 97 2194 240 153 1337 857 812 67 87 222 55 85 74 109 48 1092 1064 1036 1014 190
internal_count=3121 673 599 2448 325 2351 2303 2218 274 103 97 2194 240 153 1337 857 812 67 87 222 55 85 74 109 48 1092 1064 1036 1014 190
is_linear=0
shrinkage=0.00121906


Tree=992
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 2 15 0 4 43 48 14 1 12 160 4 3 2 0 4 0 43 2 0 12 14 16
split_gain=686.659 84.8471 72.1811 48.0553 44.9293 26.7922 24.1027 23.7116 21.3648 19.7966 17.1244 15.7361 13.6833 16.9091 11.7943 11.4272 10.6696 10.1642 9.13102 14.4408 9.15277 8.33995 7.02264 6.56119 6.44334 14.9954 6.14383 5.60421 5.46895 5.1238
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.27287000000000006 0.091200000000000017 0.40124500000000002 0.14285500000000004 0.024640000000000006 -0.23194499999999998 0.033845000000000007 -0.04890499999999999 -1.0000000180025095e-35 0.076175000000000007 0.15471500000000002 0.13597000000000004 0.083670000000000008 -0.064054999999999987 0.013900000000000001 0.099185000000000009 -0.13027499999999997 -0.036839999999999991 -0.11242999999999999 -0.04890499999999999 0.11177500000000001 -0.074824999999999989 -1.0000000180025095e-35 -0.45687499999999998 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 8 14 22 27 12 -1 16 -6 -14 21 28 23 -15 20 -20 -12 -4 -5 -8 26 -26 -2 -3 -7 -25
right_child=1 5 6 7 9 15 11 -9 -10 -11 18 -13 13 17 -16 -17 -18 -19 19 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0046574011857299577 0.0011316627461970311 0.0017585046812197652 0.0030100534555515851 0.0039834875874749359 0.0020103979474508944 0.0018057225455919488 0.0043761849613589395 0.0019606480461739845 0.0010425805693363287 0.0038717374429142275 0.0040388128950595674 0.0030667307033535062 0.0017226174776957719 0.0032906798962657473 0.0044616795239727789 0.00025208279797579611 0.002718812938597557 0.0022505033060415706 0.0033838475601391457 0.0021768421084081774 0.0029241263621883106 0.0037579390556622132 0.0031486480237103939 0.0037206428011868566 0.00317444971497346 0.001872471782748605 0.0019382140728711305 0.0025761312094815395 0.0010301266826554128 0.0034678704689027756
leaf_weight=22 31 25 30 29 84 21 20 29 42 21 52 161 25 70 46 35 29 25 77 26 20 1151 62 251 22 82 46 48 118 421
leaf_count=22 31 25 30 29 84 21 20 29 42 21 52 161 25 70 46 35 29 25 77 26 20 1151 62 251 22 82 46 48 118 421
internal_value=0 0.0018558 0.00353333 0.00237613 0.00300468 0.00131385 0.00363912 0.0030633 0.00183831 0.00257714 0.00349298 0.00346255 0.00244387 0.0027473 0.00376604 0.00096723 0.00355093 0.00301695 0.0033466 0.00307917 0.00372918 0.00373894 0.0034147 0.00358581 0.00192055 0.00214789 0.0016135 0.00229612 0.0011473 0.00356228
internal_weight=0 590 2531 301 422 289 2109 120 115 225 197 882 204 120 1227 174 721 95 175 103 72 1181 91 692 181 104 77 73 139 672
internal_count=3121 590 2531 301 422 289 2109 120 115 225 197 882 204 120 1227 174 721 95 175 103 72 1181 91 692 181 104 77 73 139 672
is_linear=0
shrinkage=0.00140032


Tree=993
num_leaves=31
num_cat=0
split_feature=1 12 1456 150 132 403 1 131 47 10 131 40 376 3 484 160 51 4 51 447 9 457 457 15 4 0 41 14 49 4
split_gain=12.0714 3.44024 2.42291 2.36377 1.95099 2.19126 1.78205 2.26836 1.96103 1.7562 2.5654 1.59636 2.64587 1.6597 1.45044 1.90609 1.72046 1.64307 1.60334 1.34533 3.13642 1.38823 2.26569 1.53739 1.38431 1.8204 2.0579 1.37777 1.34166 1.68839
threshold=0.12000500000000001 0.051320000000000005 -0.084824999999999998 0.12314500000000002 0.092395000000000019 0.085340000000000013 0.14262000000000002 0.096070000000000016 0.13148500000000005 -0.074314999999999978 0.093840000000000021 -0.08440499999999998 0.083785000000000012 0.12178000000000001 0.08660000000000001 -0.081639999999999976 0.09364500000000002 -0.040589999999999994 -0.16666999999999996 0.088380000000000014 0.081890000000000004 0.087195000000000009 0.083190000000000014 0.15110000000000004 0.40124500000000002 -0.14226499999999997 0.077565000000000009 0.077685000000000018 0.09858500000000002 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 7 8 -2 -8 -11 12 -4 14 15 -13 18 -16 -17 20 21 22 23 24 25 27 -27 -3 29 -20
right_child=6 19 3 -5 -6 -7 9 -9 -10 10 -12 13 -14 -15 17 16 -18 -19 28 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023322361920449452 0.00044996229876001015 0.002776337322440882 0.001169159190671191 -0.00031895347723263597 -1.2202379336016282e-05 0.0022002383141234701 -0.00087091919520531518 0.0018031719749290395 0.001659220623885121 0.00075473878978032569 -0.00086318072324194188 0.002191745038273493 -0.00064087132930652443 0.00050853357629822727 0.0014507810824666216 0.0020382289765695926 0.0023458382692100876 -5.2675981335141796e-06 0.00072757963933698495 0.00056643743006224248 0.0028511705813784715 0.0020261041479255008 0.00012812264868575414 0.00040950773840707071 0.00055871601757379096 0.0014219511462897779 0.00022907139760898072 0.0016432369731507062 0.00022016846686317653 0.0014444302635174635
leaf_weight=23 173 26 30 20 25 28 22 28 24 67 20 36 22 57 21 28 20 29 89 29 24 56 22 24 29 1927 23 48 28 123
leaf_count=23 173 26 30 20 25 28 22 28 24 67 20 36 22 57 21 28 20 29 89 29 24 56 22 24 29 1927 23 48 28 123
internal_value=0 0.00134335 0.00107135 0.0010192 0.00106913 0.00112203 0.0005458 0.000747349 0.000597283 0.000129758 0.000382803 0.00105952 0.000403377 0.00113869 0.00123473 0.00133171 0.00122421 0.000606273 0.0011405 0.00141467 0.00142596 0.00141009 0.00139365 0.00140706 0.00141872 0.00143104 0.00140788 0.00204135 0.00103577 0.00114349
internal_weight=0 2787 579 556 536 511 334 225 197 109 87 483 52 431 374 324 288 50 268 2208 2179 2155 2099 2077 2053 2024 1950 74 240 212
internal_count=3121 2787 579 556 536 511 334 225 197 109 87 483 52 431 374 324 288 50 268 2208 2179 2155 2099 2077 2053 2024 1950 74 240 212
is_linear=0
shrinkage=0.00396435


Tree=994
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 0 15 1 0 4 52 4 52 4 12 49 50 1 15 40 16 157 2 15 51
split_gain=645.396 108.717 51.0529 48.6548 38.574 33.4781 24.8978 23.2145 21.6254 22.1366 17.2172 18.7505 16.4118 16.1542 13.4949 13.4263 15.2243 9.86829 9.45391 13.8407 9.24192 8.27637 7.58739 7.43844 7.24309 7.11956 6.49462 6.01348 6.19658 5.91398
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.10469999999999999 0.077845000000000011 -0.079119999999999982 -0.15464999999999998 1.0000000180025095e-35 0.27044500000000005 -0.52606999999999993 -0.49013999999999996 0.08401500000000002 -0.054984999999999992 0.041865000000000006 0.13436000000000001 -0.41942499999999994 -0.077714999999999992 -0.039889999999999988 -0.23976499999999998 0.11411 -0.41942499999999994 -0.071649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 8 24 -8 9 10 11 -1 -4 26 -9 16 -11 -2 -15 -20 -19 23 29 -6 -3 -13 -12 -5 -29 -16
right_child=1 4 12 27 21 -7 7 14 -10 15 13 25 -14 18 22 -17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0039168333229194826 0.0035386863228084389 0.0016189503665045969 0.0032394489862312562 0.0023404634028876682 0.0012184838450338936 0.002342155837685397 0.0027078612155051821 0.0027536173185405965 0.0040106633301426652 0.0029730116500716959 0.0029243911455809064 0.0022054610345920741 0.0021058766981288204 0.003593523936380866 0.0011758253514475789 0.0034002043685024781 0.0018481470863232086 0.0021459965070345414 0.0024650341145756381 0.0032643640037878512 0.0030560160635518248 0.0015779288294013305 0.0010925915259843242 0.00041436625167009058 0.00093905886939943178 0.0030555024534324252 0.0035412765415799249 0.0020444515050861705 0.0011996986500504288 0.0019003440614543316
leaf_weight=20 49 47 28 31 29 48 57 21 84 163 27 39 67 122 20 106 21 22 36 481 80 23 27 46 50 25 1163 29 25 135
leaf_count=20 49 47 28 31 29 48 57 21 84 163 27 39 67 122 20 106 21 22 36 481 80 23 27 46 50 25 1163 29 25 135
internal_value=0 0.00197163 0.00333352 0.00265646 0.00161642 0.00336988 0.00180611 0.00200668 0.00339145 0.00336784 0.00341637 0.00286592 0.00243998 0.00344165 0.0018098 0.0030477 0.00284463 0.00308006 0.00328218 0.0032087 0.00285974 0.0009254 0.0017009 0.000725292 0.00126849 0.00253751 0.00352728 0.00190395 0.00165336 0.00180686
internal_weight=0 691 2430 236 455 2335 357 260 2287 2203 1913 84 95 1829 203 290 184 151 639 517 102 98 182 75 97 64 1190 85 54 155
internal_count=3121 691 2430 236 455 2335 357 260 2287 2203 1913 84 95 1829 203 290 184 151 639 517 102 98 182 75 97 64 1190 85 54 155
is_linear=0
shrinkage=0.00124344


Tree=995
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 15 34 13 12 1 13 31 12 2 2 39 2 16 47 44 3 15 457 1 1 0 151 16 157
split_gain=12.1314 3.5276 2.23261 2.44163 2.42257 2.11438 2.6954 1.76304 2.38112 4.02802 3.17627 3.36365 2.304 2.19765 1.69319 1.95709 2.06187 1.64545 3.33542 1.90587 1.54937 1.72269 2.09539 2.01666 1.64452 1.52698 1.4412 1.37545 1.37264 1.351
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.074359999999999996 -1.0000000180025095e-35 -0.23141499999999995 -0.038779999999999995 -0.072819999999999982 0.096990000000000007 0.14262000000000002 -0.47860499999999995 -0.081689999999999985 -0.081419999999999979 -0.055814999999999997 0.096325000000000008 0.087735000000000021 0.13404500000000005 0.052820000000000013 0.11596500000000001 0.081805000000000017 0.11296500000000002 -0.0040799999999999994 0.069910000000000014 0.10984500000000001 0.12577000000000002 -0.030209999999999997 -0.080624999999999988 -0.082779999999999979 -0.48214999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 12 9 10 13 -12 -2 -9 -8 -16 27 19 28 25 21 22 26 24 -23 -10 -6 -17 -19 -3
right_child=7 29 3 -5 20 6 14 8 17 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010414698130519273 0.00058594074478783022 0.0019348241214443096 -0.00044355494143889296 0.0019862686377174641 0.0010841228540235828 -0.00031865631027656644 9.7219280829960651e-06 0.0014463578155861588 0.00095919210056909872 -0.0011616433968979168 0.00067184732292974202 -0.0012385721052684442 -0.0010157074652947181 0.00030724437952903177 0.0017514094867320704 0.00071163732510532535 0.00018155414367677103 0.00053801401213851758 -0.00055486853219826346 0.00053143021544427825 0.0019540771566614098 -0.00036217640514600059 0.0016019289173282549 0.0015352824651457722 0.00078369254039546482 0.0022173629715861124 0.00014580057115105711 0.001962161788788368 0.0017052502804732242 0.0012415125922358038
leaf_weight=23 23 34 20 28 128 24 20 43 20 20 23 21 20 38 37 22 36 28 23 27 24 26 92 21 35 27 23 20 21 2174
leaf_count=23 23 34 20 28 128 24 20 43 20 20 23 21 20 38 37 22 36 28 23 27 24 26 92 21 35 27 23 20 21 2174
internal_value=0 0.00118931 0.000949539 0.000993127 0.00094046 0.000614039 0.000747069 0.000493278 0.000589664 0.000276402 0.000506489 -0.000239944 -0.000159012 0.000911959 0.000936532 0.00109772 0.000787631 0.00090078 0.000529343 0.00126218 0.00110788 0.00104539 0.00119135 0.000612849 0.000295289 0.00168197 0.0009412 0.00130713 0.00103826 0.00125219
internal_weight=0 2787 579 556 528 179 159 334 291 145 125 44 43 81 135 115 78 146 72 74 349 325 243 82 61 47 151 42 49 2208
internal_count=3121 2787 579 556 528 179 159 334 291 145 125 44 43 81 135 115 78 146 72 74 349 325 243 82 61 47 151 42 49 2208
is_linear=0
shrinkage=0.00345121


Tree=996
num_leaves=31
num_cat=0
split_feature=1 3 4 12 1 4 2 1 14 47 15 13 2 15 4 3 4 16 2 52 49 159 457 15 15 15 43 159 15 4
split_gain=654.13 113.849 51.833 47.9884 41.091 33.9404 29.2699 24.4151 24.111 21.0908 16.8738 14.4558 12.5065 11.8494 15.0726 12.6132 11.9114 10.3751 9.97239 9.92265 9.8682 8.9395 9.33175 7.99252 7.4158 7.31876 6.77847 6.71413 6.36952 6.29706
threshold=0.104035 -0.059315 0.27834500000000006 -0.029094999999999999 0.11690500000000002 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.062655000000000016 0.085505000000000012 0.040760000000000005 -0.077799999999999994 0.14838000000000004 -0.13578499999999996 -0.27825499999999997 0.090900000000000009 -0.055319999999999994 -0.042349999999999992 0.094835000000000017 0.12418000000000001 -0.054984999999999992 0.082585000000000006 0.083190000000000014 1.0000000180025095e-35 -0.0040799999999999994 -0.41942499999999994 -1.0000000180025095e-35 0.082585000000000006 0.087685000000000013 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 7 21 6 8 18 10 12 11 24 19 -13 26 16 -16 -11 -1 23 -2 22 -3 -6 -5 -14 -15 -18 -12 -29
right_child=1 4 -4 5 9 -7 -8 -9 -10 17 28 13 25 14 15 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0035251259065526633 0.0022268042283278104 0.0022919288617162204 0.0017535847162847154 0.0033061529194267285 0.00090130874973231071 0.0016340692389086465 0.0021682355434387195 0.0019283936211336853 0.0038801262242585425 0.0014288217754822841 0.0034629886267648559 0.0034294227271442559 0.0010249075678482873 0.0026799082116791178 0.0020917710608905644 0.0020496572650239081 0.0028496641045335138 0.0024071383006400689 0.0026227456494615779 0.0019171183476602322 0.0030791694150884815 0.0014196404118425455 0.0015782016668704987 0.0017339707843669503 0.0027838696708864484 0.00023996487195294803 0.0034653151378254525 0.0035954918940609305 0.0032625142190733031 0.0028296268266379929
leaf_weight=28 24 96 85 494 93 20 38 64 86 49 371 78 31 20 27 30 278 24 52 24 127 38 38 21 44 41 89 39 645 27
leaf_count=28 24 96 85 494 93 20 38 64 86 49 371 78 31 20 27 30 278 24 52 24 127 38 38 21 44 41 89 39 645 27
internal_value=0 0.00182798 0.00251505 0.00317218 0.00147161 0.00321517 0.00322913 0.00248961 0.00324722 0.00118601 0.00322181 0.00311904 0.000989793 0.00298691 0.00291923 0.00280997 0.00287145 0.00175046 0.00293858 0.00120468 0.00294369 0.00194153 0.00208953 0.00105469 0.00326344 0.000577926 0.0033212 0.00293265 0.00333572 0.00328218
internal_weight=0 691 236 2430 455 2286 2266 144 2228 283 2142 1126 210 588 510 401 371 73 80 138 151 172 134 114 538 72 109 344 1016 66
internal_count=3121 691 236 2430 455 2286 2266 144 2228 283 2142 1126 210 588 510 401 371 73 80 138 151 172 134 114 538 72 109 344 1016 66
is_linear=0
shrinkage=0.00121906


Tree=997
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 1 49 0 4 1 0 1 40 1 50 4 159 16 1 15 15 11 13
split_gain=887.396 137.517 71.9776 64.7354 52.8348 40.673 39.3362 29.5275 26.2861 23.4635 21.3783 17.2609 15.3618 14.661 12.641 11.4759 14.2416 9.58527 9.41373 8.74138 8.37953 7.9251 7.81192 7.412 7.02202 6.74247 6.63891 6.47535 6.17295 6.05622
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10467500000000002 0.076975000000000002 0.13501500000000002 0.092845000000000025 -0.062539999999999984 0.089770000000000016 -0.054984999999999992 -0.095504999999999993 -0.013125 0.093100000000000002 0.14486500000000005 0.12408500000000001 -0.077714999999999992 0.12958500000000003 0.041865000000000006 0.42642000000000008 0.030370000000000005 -0.088909999999999989 0.11910500000000002 -0.089964999999999976 -0.12563999999999997 0.084680000000000019 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 19 20 12 15 -4 -9 -1 -2 24 17 27 23 22 -3 -8 26 -13 -7 -14 -5 -6 -17 -15 -16
right_child=1 4 10 25 21 9 7 11 -10 -11 -12 18 14 28 29 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040147837097857207 0.002382375736636441 0.001430612525178551 0.003445010891111109 0.0021974240363717172 0.0006349911689631499 0.0038293580450798367 0.0037039504008274313 0.0029698335455588766 0.0048801602696985739 0.0025667209420364122 0.0020277154510435912 0.0016726623758406966 0.0023850318541725453 0.0034141212868470531 0.0038717986924741831 0.0042602727857524387 0.0024431497735817684 0.0030634043342417897 0.0010742268174120412 0.00055548938029650928 0.0024387526013515972 0.001313553131936204 0.0025059128612381671 0.0045890303730863032 0.0035004686352816824 0.0013698160376025932 -0.00029462455072994662 0.0034446279502828104 0.0041155583269808964 0.0032189298533051671
leaf_weight=1376 24 47 37 48 63 226 25 25 67 48 58 104 23 89 218 23 29 31 42 50 20 26 31 31 25 37 22 203 38 35
leaf_count=1376 24 47 37 48 63 226 25 25 67 48 58 104 23 89 218 23 29 31 42 50 20 26 31 31 25 37 22 203 38 35
internal_value=0 0.00195174 0.00382281 0.00285417 0.00148366 0.00387339 0.00176567 0.0020744 0.00398532 0.00354308 0.00257971 0.00183665 0.00394957 0.00342666 0.00365144 0.00362939 0.0034043 0.00382868 0.0016766 0.000979518 0.00314164 0.000609685 0.001864 0.00392099 0.00296599 0.00183717 0.000394385 0.00352764 0.003624 0.00378148
internal_weight=0 691 2430 236 455 2335 344 247 1744 591 95 202 1677 151 301 543 255 288 177 97 45 111 135 257 48 85 85 226 127 253
internal_count=3121 691 2430 236 455 2335 344 247 1744 591 95 202 1677 151 301 543 255 288 177 97 45 111 135 257 48 85 85 226 127 253
is_linear=0
shrinkage=0.00145689


Tree=998
num_leaves=31
num_cat=0
split_feature=1 4 150 3 2 3 16 160 2 2 0 11 1 14 43 11 16 16 0 0 151 52 14 49 52 475 132 10 42 0
split_gain=15.5529 5.82308 3.59854 2.83119 2.88674 2.14757 1.97328 2.56944 3.44418 3.71592 2.50918 2.02957 2.03443 1.96299 2.62713 2.77365 2.39474 2.02009 2.44801 2.46604 1.88462 1.95671 2.05221 1.87456 1.78401 1.65745 1.63404 3.1446 2.06352 1.96515
threshold=0.095950000000000021 0.27287000000000006 0.083250000000000005 -0.12018999999999998 -0.0091949999999999983 -0.083489999999999995 0.0057500000000000008 -0.061284999999999992 0.086675000000000016 0.11362000000000001 0.062580000000000011 1.0000000180025095e-35 0.089770000000000016 0.091685000000000016 -0.00045499999999999995 0.076270000000000018 -0.0019699999999999995 -0.43320999999999993 -0.11173999999999999 -0.14723999999999998 0.050660000000000004 0.12492500000000002 -0.47013499999999991 0.14321000000000003 -0.42058999999999996 -0.086169999999999983 0.10512500000000001 -0.079859999999999987 -0.018024999999999996 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 24 -5 -6 10 8 -8 -10 13 12 25 14 -1 16 17 -16 19 -19 21 22 -3 -7 -2 -9 27 -24 -29 -30
right_child=1 20 -4 4 5 23 7 11 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=0.0018148208861100293 0.001768199530254183 0.0013816582702230306 0.00068550938557257891 -0.00016789788043104585 9.3238815195899368e-05 0.0015561113264675765 -0.00034527640292713121 0.0024881820411809682 0.0017336185857967554 -0.00024917296843551508 0.00046016443533360168 0.0025537059790187969 0.00023716113315378265 0.0029852461075542003 0.0024774954887640159 2.8194424936587235e-05 0.0027480538873405698 0.0011629063354802785 0.0015392013124565238 -0.0004732864122796875 0.0015548250373466914 0.0014722446659165551 -0.0010853408412407504 0.0004414841635297573 0.0031405977878331956 0.0014729889784133978 0.0013111587018685318 -0.00088525582801182669 0.00027946979130364209 0.0013909095003585405
leaf_weight=1189 59 30 135 21 20 286 28 29 68 20 26 32 20 20 30 21 25 61 349 20 30 30 29 27 21 282 22 20 139 32
leaf_count=1189 59 30 135 21 20 286 28 29 68 20 26 32 20 20 30 21 25 61 349 20 30 30 29 27 21 282 22 20 139 32
internal_value=0 0.00101377 0.00126209 0.00144144 0.00128618 0.00137788 0.00164369 0.00141386 0.000889956 0.00128298 0.00170693 0.00158127 0.00148726 0.00172583 0.00171097 0.00146694 0.00152924 0.00146299 0.00139222 0.000758908 0.000588201 0.000492179 0.000384083 0.00145996 0.00212845 0.00156765 0.000260417 0.000155343 0.000343719 0.000487459
internal_weight=0 901 569 434 354 333 2220 479 116 88 1741 363 331 1715 1695 506 485 460 430 81 332 302 272 313 80 311 242 220 191 171
internal_count=3121 901 569 434 354 333 2220 479 116 88 1741 363 331 1715 1695 506 485 460 430 81 332 302 272 313 80 311 242 220 191 171
is_linear=0
shrinkage=0.00404364


Tree=999
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 2 14 1 1 3 4 1 0 51 13 50 15 3 3 47 3 3 156 12 160 48
split_gain=776.968 129.715 74.8625 58.4697 43.9952 33.4745 23.1004 20.8353 23.2699 18.5332 17.3239 14.8696 10.8789 17.7935 9.05435 19.4874 9.29574 8.83705 8.55941 7.71986 7.83694 7.27706 6.83283 6.52675 7.57364 8.22373 6.37383 6.17238 5.13736 7.3514
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.10672500000000001 0.14285500000000004 0.40945500000000007 0.13501500000000002 0.062655000000000016 0.077845000000000011 0.080270000000000022 -0.12018999999999998 -0.013125 0.093100000000000002 0.18019500000000002 0.11144500000000002 -0.078704999999999983 0.086295000000000011 -0.41942499999999994 -0.14186499999999996 -0.10115999999999999 0.090100000000000013 0.0068900000000000012 0.11658 0.091015000000000013 0.10061500000000002 0.081905000000000019 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 10 27 8 -4 14 12 -5 17 -14 16 18 21 26 -16 20 -9 -7 -23 24 -3 -26 -1 -6 -15 -30
right_child=1 2 7 11 6 9 -8 19 -10 -11 -12 -13 13 28 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0032656435903197414 0.003071977278020751 0.0011840869517077944 0.0017501336050313023 0.0028430242922788981 0.003100582295429736 0.0034601647850068793 0.0015076115092505639 0.00080088496664188597 0.00081564210820518439 0.0021303305575224329 0.003806129854376345 0.0017851835971935087 0.0020615790710204833 0.0030993508000312139 0.0031651825811587282 0.0018274977166021864 0.0022295909673530883 0.0025730152977201082 0.0027199555110262348 0.0011555151602437991 6.2972382609097338e-05 0.0023661583963769527 0.0030571735513482425 0.0019805115111520616 0.0022687104196737612 0.001424368272776237 0.0027623903843367894 0.0024097594811339743 0.0031942238887048618 0.0022065770068061138
leaf_weight=912 76 115 66 28 40 63 30 35 99 48 62 67 28 453 93 30 20 30 207 22 55 23 282 32 24 60 39 37 21 24
leaf_count=912 76 115 66 28 40 63 30 35 99 48 62 67 28 453 93 30 20 30 207 22 55 23 282 32 24 60 39 37 21 24
internal_value=0 0.00156948 0.00138381 0.00303446 0.00176885 0.00307261 0.00241507 0.000913983 0.00118944 0.00286371 0.00317459 0.00209697 0.00314861 0.00300716 0.00291274 0.0027643 0.00303899 0.00322446 0.00285798 0.000508177 0.000349938 0.00308298 0.00300506 0.00146951 0.00138734 0.00166561 0.00324501 0.00276863 0.00306033 0.00266748
internal_weight=0 691 615 2430 338 2335 107 277 165 766 1569 95 1507 526 718 330 388 981 300 112 90 368 305 231 199 84 951 77 498 45
internal_count=3121 691 615 2430 338 2335 107 277 165 766 1569 95 1507 526 718 330 388 981 300 112 90 368 305 231 199 84 951 77 498 45
is_linear=0
shrinkage=0.00121906


Tree=1000
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 4 2 2 2 12 12 13 51 11 0 12 3 43 1 2 4 50 3 4 13 49 11 3 43
split_gain=712.569 90.8722 66.7137 48.3685 36.4954 36.292 28.932 25.2244 28.2427 17.9528 17.4406 14.8996 11.9953 11.4521 11.2081 11.5967 10.6816 14.8469 10.6598 10.1899 9.7281 9.30112 8.45558 7.8949 9.43039 7.84082 9.77233 7.76328 6.77654 6.54887
threshold=0.10752500000000002 -0.059315 -0.063814999999999997 0.27834500000000006 0.10089500000000001 0.14753000000000002 0.36766000000000004 -1.0000000180025095e-35 0.10803500000000001 0.10402500000000002 0.051320000000000005 0.090285000000000018 -1.0000000180025095e-35 -0.10056999999999998 1.0000000180025095e-35 -0.12333499999999999 -1.0000000180025095e-35 0.11658 -0.071629999999999985 0.12000500000000001 0.11411 -0.012164999999999999 0.041865000000000006 0.092670000000000016 -0.059649999999999988 -0.090639999999999984 0.11707000000000002 0.080150000000000013 0.12745000000000004 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 20 9 7 10 19 -9 13 -1 14 -10 -4 15 -12 -6 -18 -15 -3 -2 -13 -7 -20 -25 -11 -27 -16 -14 -5
right_child=1 5 4 29 16 22 -8 8 12 25 11 21 28 18 27 -17 17 -19 23 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0025268190193883378 0.0031814960509107815 0.0017688710508336001 0.0037321240278701683 0.0012535423010058087 0.001765346908540986 0.00053213882531334483 0.0020134474212641089 0.0027938223386951774 0.0013618223746310648 0.0019737714766455967 0.0025337515403213925 0.0033847482605166134 0.0017187255533232194 0.0025357748233360406 0.0044307644314047281 0.00350885503929739 0.0032837284147673555 0.0018717411431330116 0.0034014809202464183 0.00080381183828282475 0.0022055176630433136 0.0030867847570150951 0.0014111941270813319 0.0034986409091585001 0.0023884373993643261 0.0030247127963669348 0.0020933546832645465 0.0036343239117684134 0.0025242440288740127 0.0020151397358191131
leaf_weight=35 92 24 57 32 49 75 24 42 104 23 20 609 42 44 35 1031 25 23 128 66 20 233 23 20 32 74 24 45 28 42
leaf_count=35 92 24 57 32 49 75 24 42 104 23 20 609 42 44 35 1031 25 23 128 66 20 233 23 20 32 74 24 45 28 42
internal_value=0 0.00174791 0.0032957 0.00248149 0.00288018 0.00141017 0.00339775 0.00162529 0.00186035 0.00304867 0.00341429 0.00343003 0.00163503 0.00322455 0.00352513 0.0034903 0.00218191 0.00260715 0.00309539 0.00106116 0.00300721 0.0033023 0.000738448 0.00323218 0.00281544 0.00264021 0.00279663 0.00398277 0.00204093 0.0016858
internal_weight=0 590 2531 186 499 404 2032 306 216 402 2008 1973 174 281 1131 1051 97 48 224 90 112 842 98 180 52 121 98 80 70 74
internal_count=3121 590 2531 186 499 404 2032 306 216 402 2008 1973 174 281 1131 1051 97 48 224 90 112 842 98 180 52 121 98 80 70 74
is_linear=0
shrinkage=0.00126831


Tree=1001
num_leaves=31
num_cat=0
split_feature=1 3 402 1 44 12 0 12 15 41 43 49 49 403 3 48 4 0 42 12 159 4 3 484 51 40 16 43 2 131
split_gain=18.945 5.14919 3.15747 3.10774 3.5244 3.01404 2.56224 2.53747 2.27162 3.108 2.8165 2.21137 3.3261 2.8663 2.86314 2.58162 2.48281 2.80713 3.49293 1.97191 1.90837 2.91485 1.85304 1.85253 2.07111 1.98281 1.83845 1.75456 2.44368 2.90559
threshold=0.10337500000000001 -0.03694999999999999 0.086055000000000006 0.14262000000000002 0.083555000000000018 0.10673000000000001 1.0000000180025095e-35 0.11527000000000001 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.036705000000000008 0.092560000000000017 -0.081224999999999992 0.10299500000000002 0.086260000000000017 -0.42529999999999996 -0.079119999999999982 0.081660000000000024 -0.12529499999999996 0.082585000000000006 0.042705000000000007 -0.071329999999999991 -0.070054999999999992 0.10532000000000001 1.0000000180025095e-35 0.0039400000000000008 -0.072864999999999985 0.121465 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 19 27 -5 -7 10 -10 -1 13 -13 15 16 -12 -15 -18 26 -3 -14 -22 -9 -21 25 -25 -19 28 29 -2
right_child=1 3 -4 6 -6 7 -8 22 9 -11 11 12 20 14 -16 -17 17 18 -20 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00033326280920687379 0.003211736464213306 0.002128111892051812 -3.4186497204428875e-05 0.00052917073713514972 0.0028271776761653856 -5.8337632548659808e-05 -0.0011708742479989533 0.0026509696292344245 0.0020457224954096836 0.0032838048978814068 -0.00042920445012905987 0.0026010118481494247 0.0016599647755999591 0.0026079935042272059 0.00054414394351046244 0.0015449038460878929 0.0018935373526056246 0.00096684089605126949 0.001842918934162487 -0.0005144621487823786 0.003598244289050998 0.0016890153709564113 0.00085802102079415301 0.00089445193617259972 0.0021461001376267249 -0.00050692796664627486 -0.00068947228874259375 0.0024726604879806505 0.00021990323991812066 0.0013208266444070054
leaf_weight=25 25 24 22 67 20 29 24 20 1070 42 23 163 272 74 36 31 482 34 64 20 28 37 27 236 24 22 22 92 20 46
leaf_count=25 25 24 22 67 20 29 24 20 1070 42 23 163 272 74 36 31 482 34 64 20 28 37 27 236 24 22 22 92 20 46
internal_value=0 0.00111811 0.0015896 0.000814936 0.00100802 0.00172752 8.08072e-05 0.000980186 0.00194458 0.00209248 0.00181719 0.00184649 0.00207744 0.00169574 0.00177095 0.00070408 0.00183628 0.00174142 0.00113043 0.000896411 0.0018242 0.00251145 0.00162098 0.000798528 0.000891648 0.000774954 0.000316146 0.00203789 0.00159835 0.00198664
internal_weight=0 718 281 437 346 259 91 76 2403 1112 1291 1266 500 766 712 54 676 602 120 326 337 65 47 302 282 258 56 183 91 71
internal_count=3121 718 281 437 346 259 91 76 2403 1112 1291 1266 500 766 712 54 676 602 120 326 337 65 47 302 282 258 56 183 91 71
is_linear=0
shrinkage=0.0044645


Tree=1002
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 0 49 4 1 1 4 150 50 1 0 4 2 1 3 475 40 133 52 12
split_gain=957.61 156.392 75.7921 73.9231 46.5462 46.3745 33.4282 31.3945 25.2528 24.3417 24.171 15.9235 19.8631 17.6991 14.2564 14.0722 11.3341 10.3039 10.205 10.1449 8.68388 8.29441 7.64178 7.23979 7.00855 6.58723 6.05068 5.73557 5.31218 5.01088
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14753000000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.13501500000000002 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.122715 -0.15464999999999998 1.0000000180025095e-35 0.041865000000000006 0.12408500000000001 -0.083554999999999977 -0.55119499999999988 0.087995000000000004 0.13075500000000004 -0.12711499999999995 -0.076304999999999984 -0.077714999999999992 -1.0000000180025095e-35 -0.52606999999999993 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 26 11 -4 -8 17 12 14 20 -1 28 -11 25 -7 -18 -13 -22 -16 27 -23 -6 -3 -5 -2 -27
right_child=1 5 8 23 10 18 9 -9 -10 16 -12 13 -14 -15 22 -17 19 -19 -20 -21 21 24 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0036988095859603254 0.0039418873171035498 0.0014724566253440144 0.0034875403055898988 0.0016257860768547033 0.0039446177848029883 0.00056234372956989742 0.0027748696017664038 0.004639158221339962 0.0021312360515249357 0.0027187012267569674 0.0025433928533007298 0.0039763319545092256 0.0042501929411183454 0.0033366506452593625 0.0031856351622831566 0.00261326054400466 0.0019072626737906809 0.0027624187316928309 0.0015280630216649653 0.0012406391608785544 0.0045724786422648121 0.0032334637807863178 0.0023392420057521284 0.0013169279810693109 0.0037918891425670447 0.0035306837595849047 0.00083507435637983861 0.0024395283114696286 0.0033833452295826943 0.0030242523812686324
leaf_weight=47 45 46 34 22 57 75 54 76 63 20 48 740 35 104 37 29 125 29 23 52 21 38 32 24 744 308 50 38 70 35
leaf_count=47 45 46 34 22 57 75 54 76 63 20 48 740 35 104 37 29 125 29 23 52 21 38 32 24 744 308 50 38 70 35
internal_value=0 0.00199707 0.00370533 0.00285122 0.00375066 0.00155943 0.00177702 0.00384069 0.00260664 0.00202047 0.00339693 0.00380694 0.00341275 0.00384308 0.00316007 0.0034028 0.00181368 0.00349243 0.000788992 0.00171142 0.00387722 0.00378588 0.00279311 0.00190566 0.00376475 0.00354536 0.00114049 0.00214116 0.00360191 0.00347901
internal_weight=0 673 2448 228 2351 445 347 1874 97 251 477 1798 151 1647 116 144 197 429 98 177 1543 803 69 84 782 400 96 60 115 343
internal_count=3121 673 2448 228 2351 445 347 1874 97 251 477 1798 151 1647 116 144 197 429 98 177 1543 803 69 84 782 400 96 60 115 343
is_linear=0
shrinkage=0.00126831


Tree=1003
num_leaves=31
num_cat=0
split_feature=1 1 16 52 43 3 132 15 1 456 14 11 43 39 16 16 16 159 49 50 49 151 43 133 15 133 16 51 12 11
split_gain=19.4338 5.44307 3.86491 3.01286 2.47412 2.37325 2.55014 2.13623 2.63574 2.03413 2.01412 1.95423 3.15542 1.97406 1.84211 1.59442 2.92917 5.86253 2.41365 1.99776 1.64182 1.56305 1.78498 1.54446 1.95582 1.53435 1.51267 1.91243 1.67954 1.4616
threshold=0.12000500000000001 0.095695000000000016 0.40020000000000006 0.12492500000000002 0.070450000000000013 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.13820500000000002 0.090345000000000009 0.062655000000000016 0.079300000000000009 -0.0098449999999999979 -0.04725999999999999 -0.39185999999999993 0.0057500000000000008 0.083160000000000026 0.088800000000000004 0.090235000000000024 0.11051000000000001 0.12497000000000001 1.0000000180025095e-35 -0.082144999999999982 -1.0000000180025095e-35 -0.10091499999999999 0.10051500000000001 0.19444000000000003 -0.019375 0.092550000000000007 0.090070000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 9 14 7 -7 -9 23 11 13 -13 -1 -2 19 17 18 -17 21 26 -15 -23 24 -3 -22 -18 -28 -29 -4
right_child=5 2 29 -5 -6 6 -8 8 -10 -11 -12 12 -14 15 -16 16 20 -19 -20 -21 25 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00057907501274460026 0.00042353829080922696 0.0010839052544460229 0.0016912207421011024 0.0018482785319850258 0.0020415209372038816 0.00066156878536679543 0.0011197615462645073 0.00013081864281860162 -0.0019451609806513371 -0.0003389559541293093 0.0024053800823208358 -0.00025405742552759842 0.0020173781870830888 0.0019251903974453633 0.0011484899551590902 0.0011147677308536745 0.0023938648758603069 -0.00080052708876235661 0.0026502435095956734 0.0013715023803377395 0.0018441969662149273 0.001892944045252914 0.00062247629283797669 0.0011050552372736347 -0.00064508102846147627 0.00033242050821235338 0.0020299694485430772 0.0016633156976157487 0.00042637125654043201 0.0026563243448695134
leaf_weight=22 92 23 79 89 35 22 28 20 20 20 84 20 20 1434 152 70 73 23 22 129 21 40 33 269 20 23 122 50 28 38
leaf_count=22 92 23 79 89 35 22 28 20 20 20 84 20 20 1434 152 70 73 23 22 129 21 40 33 269 20 23 122 50 28 38
internal_value=0 0.00170032 0.00134905 0.00118083 0.00101897 0.000668135 0.0001069 -0.000350522 -0.000907171 0.000911172 0.00179123 0.00176701 0.00088166 0.00178395 0.000875148 0.00179677 0.00157827 0.00102545 0.00148195 0.00185447 0.00177882 0.00189581 0.00131862 0.000991308 0.000279726 0.00105395 0.00189565 0.0017138 0.00121928 0.00200467
internal_weight=0 2787 573 456 367 334 90 62 40 332 2214 2130 40 2090 244 2068 432 115 92 1636 317 1507 73 312 43 44 273 200 78 117
internal_count=3121 2787 573 456 367 334 90 62 40 332 2214 2130 40 2090 244 2068 432 115 92 1636 317 1507 73 312 43 44 273 200 78 117
is_linear=0
shrinkage=0.00404364


Tree=1004
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 4 39 0 15 1 4 0 52 47 2 1 4 12 16 16 15 16 4 2 42 13 157 15
split_gain=502.682 81.5114 41.0168 35.1179 32.479 27.1789 19.6433 18.4452 17.8749 15.2662 14.8206 13.6649 13.1625 12.6205 10.6652 9.672 9.37611 9.30932 7.43336 8.8812 7.22398 7.01446 6.97035 7.26219 6.90805 6.09923 5.95149 5.92453 5.76083 5.65228
threshold=0.104035 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.087880000000000014 -0.11173999999999999 -0.098289999999999975 0.077845000000000011 -0.17966999999999997 -0.079119999999999982 0.056145000000000007 1.0000000180025095e-35 0.11928500000000002 0.083345000000000016 -0.49013999999999996 0.08401500000000002 -0.12029499999999999 -0.039889999999999988 -0.45963999999999994 -0.008904999999999998 0.24564500000000003 0.11411 0.088295000000000012 -0.47860499999999995 -0.0045449999999999996 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 8 6 7 9 12 10 -1 -4 -3 26 27 -10 -2 20 28 -20 -9 -12 -14 -24 -19 -5 -11 -6 -15 -8
right_child=1 4 11 25 14 -7 29 17 15 13 21 -13 22 18 -16 -17 -18 24 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038513364796272246 0.0031778529002413755 0.0031151275683527248 0.003261154978893011 0.0023807623511432575 0.00082249603148358064 0.0022980504798736342 0.0044325539860254675 0.0034296887207049694 0.0011909972476277892 0.0036055748673963564 0.0020566767689510473 0.0020492315241131269 0.0026542644560915798 0.0039612175887332145 0.0014711738451893732 0.0020447051746360326 0.0021084739330668113 0.0028990337546365144 0.0025197511120097146 0.0032699641525616788 0.0029046129633377602 0.0030556398029395171 0.0019984964803514312 0.001292273403181132 0.0019137709462223819 0.0015780827321133836 0.0033638671872174078 -0.00011177057499343523 0.0033259106071453944 0.0036713009748112796
leaf_weight=22 134 22 28 32 34 48 47 117 118 906 37 67 24 56 32 37 20 44 36 481 106 25 117 42 23 54 284 25 66 37
leaf_count=22 134 22 28 32 34 48 47 117 118 906 37 67 24 56 32 37 20 44 36 481 106 25 117 42 23 54 284 25 66 37
internal_value=0 0.00193658 0.00334483 0.00262251 0.00157156 0.00338301 0.00340578 0.00337941 0.00176813 0.00343132 0.00282402 0.00240643 0.00205041 0.00345921 0.000793936 0.00139479 0.00303897 0.00303702 0.00329406 0.00321772 0.0031801 0.00245948 0.00192241 0.00181195 0.00256081 0.00187675 0.00354789 0.00042662 0.00361753 0.00409724
internal_weight=0 691 2430 240 451 2335 2287 2203 360 1913 84 95 205 1829 91 155 154 290 639 517 223 62 183 159 67 86 1190 59 122 84
internal_count=3121 691 2430 240 451 2335 2287 2203 360 1913 84 95 205 1829 91 155 154 290 639 517 223 62 183 159 67 86 1190 59 122 84
is_linear=0
shrinkage=0.00145689


Tree=1005
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 2 1 14 2 4 1 40 1 50 2 52 1 2 2 4 16 1 15 51 15 0 12
split_gain=931.43 152.609 75.955 71.3593 52.9837 41.3783 39.926 36.0282 32.7007 29.3209 28.3539 20.358 15.4312 12.6898 10.7358 10.6597 10.1351 9.66438 8.56725 8.4092 15.203 6.86254 6.81038 7.34619 5.96038 5.80369 5.77306 5.6866 5.56169 6.92216
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13754500000000003 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.089885000000000007 -0.15464999999999998 0.122715 -0.077714999999999992 0.12408500000000001 0.041865000000000006 0.094835000000000017 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.11411 0.038415000000000012 -0.12029499999999999 0.087135000000000004 -0.089964999999999976 0.11144500000000002 -0.059484999999999989 0.062580000000000011 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 13 7 6 10 14 -9 17 11 24 -10 -2 -3 -14 25 -1 -13 22 -21 -5 28 -24 26 -6 -4 -19 29 -20
right_child=1 4 5 21 16 -7 -8 8 12 -11 -12 18 15 -15 -16 -17 -18 27 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044831059219579842 0.0040231589293665635 0.0018191646250345838 0.0044449985330497644 0.0027208239912464398 0.00087968721466487136 0.0021972520576137742 0.0027891967662242606 0.0033050153464534594 0.0032399864218864817 0.0024822448152732953 0.005089344248491297 0.004697085469963759 0.0021655153717789811 0.0029720117852675559 0.00086835013694629409 0.0014003378027658343 0.0017157371103294085 0.0038285100100883891 0.0045196242110320008 0.0026168723288937132 0.0040615121609220576 0.0018776811988116459 0.0041450373828171077 0.0035708037672037784 0.004214497700481463 -5.2313309699832411e-06 0.0037975537889259141 0.0028655054283029707 0.0037151110023304163 0.0041192169645882836
leaf_weight=26 122 47 902 31 54 20 37 57 21 67 86 43 130 29 50 52 23 29 116 23 42 54 88 94 390 21 29 22 50 366
leaf_count=26 122 47 902 31 54 20 37 57 21 67 86 43 130 29 50 52 23 29 116 23 42 54 88 94 390 21 29 22 50 366
internal_value=0 0.00229998 0.00417933 0.00323201 0.00181656 0.00424271 0.00426076 0.00207193 0.00234908 0.00317319 0.00428519 0.00425292 0.00208066 0.00382128 0.00132905 0.00194689 0.000886278 0.0037744 0.00407644 0.00404218 0.00355033 0.00218518 0.00408695 0.00384846 0.00436273 0.00063191 0.00442483 0.0034131 0.00416854 0.00421558
internal_weight=0 691 2430 236 455 2286 2266 357 260 144 2229 2143 203 151 97 182 98 77 822 779 65 85 714 182 1321 75 931 51 532 482
internal_count=3121 691 2430 236 455 2286 2266 357 260 144 2229 2143 203 151 97 182 98 77 822 779 65 85 714 182 1321 75 931 51 532 482
is_linear=0
shrinkage=0.00142833


Tree=1006
num_leaves=31
num_cat=0
split_feature=1 3 2 1 44 4 2 129 133 13 133 4 0 16 51 15 403 3 12 13 3 15 13 11 403 156 49 16 12 0
split_gain=22.2446 5.49131 3.13279 2.99439 3.36498 2.50854 2.39368 3.21683 2.38639 3.54604 2.55131 2.40255 2.2346 2.11759 2.10695 2.08854 2.07161 1.85048 2.54659 1.84263 2.39932 1.82031 1.78109 1.84461 1.76741 2.06195 1.71451 1.66833 1.66262 1.54862
threshold=0.10337500000000001 -0.03694999999999999 0.11474000000000002 0.14262000000000002 0.083555000000000018 0.40124500000000002 0.089005000000000015 -1.0000000180025095e-35 0.032270000000000007 -0.16152999999999998 0.087985000000000022 0.042705000000000007 1.0000000180025095e-35 -0.18708499999999997 0.11144500000000002 -0.41942499999999994 -0.078754999999999978 -0.085709999999999995 0.085785000000000014 0.11596500000000001 -0.15713499999999997 -0.10469999999999999 -0.078704999999999983 0.091795000000000015 0.092070000000000013 0.11969000000000002 0.10347500000000003 -0.25582999999999995 -0.12529499999999996 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 15 4 28 6 13 -8 9 -9 17 16 27 -1 29 -2 -11 -10 -19 20 -4 -18 -17 -24 25 -23 -12 -5 -3 -15
right_child=1 3 19 12 -6 -7 7 8 10 11 26 -13 -14 14 -16 22 21 18 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031936291407091227 0.00069383196917394585 0.0020545916778154909 0.0025379242194842966 -0.00017339725010184084 0.0027953788151391834 0.00058061089790869126 0.00021342238295712253 6.475308773567732e-05 0.0036836292042915762 0.0031899636709684046 0.0021729279375029484 0.0012280104656153959 -0.00098560469508940721 0.002328338931821214 0.0011565677162031539 0.0031581727721724457 0.0028441063633892157 0.001210038113547901 0.0030072512100510628 -1.1293252216802368e-05 0.00073834220316632145 0.0015941855401154291 0.0017227641332492195 0.0030997038426816459 0.0027644486601664212 0.0028164077538728447 0.0014871532499549905 0.0012118239986453141 0.00085765919957469443 0.0020187920056209839
leaf_weight=39 22 24 22 31 20 22 21 23 31 25 290 105 24 691 39 27 35 23 44 26 40 300 122 22 33 29 92 36 302 561
leaf_count=39 22 24 22 31 20 22 21 23 31 25 290 105 24 691 39 27 35 23 44 26 40 300 122 22 33 29 92 36 302 561
internal_value=0 0.00117383 0.00165117 0.00086688 0.00105269 0.00205182 0.00206542 0.0019093 0.00194387 0.00174706 0.0021694 0.00182048 0.000160394 0.00218878 0.00215843 0.00196324 0.00196789 0.00279941 0.0023903 0.000966755 0.0013769 0.00189094 0.00212656 0.00193313 0.00179878 0.00170192 0.00200777 0.000570901 0.000945777 0.00218964
internal_weight=0 718 281 437 346 2403 2381 1051 1030 550 480 527 91 1330 1291 193 422 98 67 88 62 397 171 144 362 329 382 67 326 1252
internal_count=3121 718 281 437 346 2403 2381 1051 1030 550 480 527 91 1330 1291 193 422 98 67 88 62 397 171 144 362 329 382 67 326 1252
is_linear=0
shrinkage=0.00437696


Tree=1007
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 16 4 1 0 49 1 50 4 1 1 0 16 0 2 49 1 1 52 43
split_gain=1404.46 221.452 110.956 102.594 70.8547 67.3143 50.6492 40.9395 39.5749 39.3405 33.867 20.8792 19.6684 18.5746 19.329 18.5425 12.4234 12.1231 11.2859 10.9905 10.813 10.1869 9.30762 8.59756 8.17509 7.89024 7.76721 6.85318 6.7227 6.63252
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.076975000000000002 0.10613000000000002 0.14122000000000004 0.09253500000000002 -0.5315899999999999 -0.062539999999999984 0.089770000000000016 -0.09595999999999999 -0.054984999999999992 0.12000500000000001 0.041865000000000006 -0.013125 0.13075500000000004 0.12408500000000001 0.14486500000000005 -0.45661999999999997 -0.066689999999999985 0.088850000000000012 -0.009244999999999998 0.122715 0.12958500000000003 0.40674500000000008 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 16 13 27 11 -4 -7 -10 24 -15 -2 -3 -6 21 -5 -14 29 -20 -16 28 -24 -17 -8 -1 -13
right_child=1 4 10 19 17 9 8 -9 12 -11 -12 18 20 14 23 26 -18 -19 22 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0099876570738803207 0.0082209005683508574 0.0072496027540605691 0.0093809074029861036 0.0077826229958189354 0.0059230488906133931 0.0081707083533294894 0.0089997446350378162 0.010872491103084265 0.0085344671906896659 0.0081561458765501832 0.0077788031165887369 0.0098906564973043759 0.0074285810642101746 0.0087796653706391468 0.0097700970975122224 0.0096382735195240307 0.006245567388562856 0.0069325285736799337 0.0099307295210423543 0.0067467799821036723 0.0066659017917450655 0.0089859513859942789 0.0084373468456413591 0.0089987714030930026 0.0097540877095016933 0.0092911812133314887 0.0087728238394366928 0.0080453788794470019 0.009264177512401453 0.0094217513958279302
leaf_weight=937 23 30 34 60 85 20 34 67 22 41 63 196 120 46 232 100 66 26 35 24 42 31 20 27 417 192 21 20 22 68
leaf_count=937 23 30 34 60 85 20 34 67 22 41 63 196 120 46 232 100 66 26 35 24 42 31 20 27 417 192 21 20 22 68
internal_value=0 0.00758614 0.00969629 0.00862288 0.00705496 0.00975224 0.00735255 0.00988081 0.0076725 0.00937953 0.00834037 0.00946878 0.00738672 0.00984128 0.00955244 0.00928568 0.00655933 0.0061595 0.00951668 0.00748667 0.00723085 0.0096875 0.00931267 0.00968969 0.00990531 0.00921063 0.00948807 0.00864628 0.00997106 0.00976988
internal_weight=0 673 2448 228 445 2351 334 1748 238 603 97 562 184 1681 305 144 96 111 542 84 162 295 247 259 1376 212 121 54 959 264
internal_count=3121 673 2448 228 445 2351 334 1748 238 603 97 562 184 1681 305 144 96 111 542 84 162 295 247 259 1376 212 121 54 959 264
is_linear=0
shrinkage=0.00129368


Tree=1008
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 1 52 4 2 2 14 0 15 0 4 50 49 4 12 15 16 133 123 14 1 50 43
split_gain=786.934 123.799 74.7937 64.9909 50.5521 44.9313 32.4591 25.3628 21.0363 16.7346 17.2853 16.3869 16.8019 15.5695 20.0194 21.0034 14.0887 13.7004 10.0974 9.22653 9.21539 11.3926 8.21401 7.27406 7.17982 8.22757 9.93743 6.99122 6.98305 7.08683
threshold=0.104035 -0.40967499999999996 0.14753000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.042705000000000007 0.077845000000000011 1.0000000180025095e-35 0.27044500000000005 -1.0000000180025095e-35 0.10467500000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 -0.033174999999999989 0.041865000000000006 -0.054984999999999992 -0.49013999999999996 0.08401500000000002 -0.079929999999999987 -0.039889999999999988 -1.0000000180025095e-35 0.106035 -0.22253999999999999 0.12000500000000001 0.083640000000000006 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 7 19 13 -5 10 -9 -3 -13 14 15 -1 -16 -14 22 -6 28 -22 -4 -17 -19 26 -26 -8 29 -18
right_child=1 2 18 8 6 -7 27 9 -10 -11 -12 12 17 -15 16 23 20 24 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0045426512924734456 0.0038591399259690225 0.0014887664330527962 0.0010017519731700254 0.0037527100251322117 0.0025992181429254969 0.0025972327687616434 0.0024636005773830609 0.0034567679554177691 0.0023357534414461026 0.0039818319996852555 0.0021315336524280176 0.0031652203943397187 0.0029056947958181795 0.0045957100191841996 0.00408846468453972 0.0025603056954871155 0.0032945040907084648 0.001237984403357056 0.0017369397601314244 0.0036565303872599176 0.0030227258413680958 0.0038130426010487429 1.4138043592151769e-05 0.0035089485397988163 0.0027359315151474122 0.0011669959606487891 0.0019165960936567937 0.0014085159195058514 0.0048964292764049552 0.0042070527573728504
leaf_weight=20 76 101 65 28 20 48 29 159 67 110 21 27 29 78 1191 39 20 27 26 70 37 485 21 25 36 20 124 20 21 81
leaf_count=20 76 101 65 28 20 48 29 159 67 110 21 27 29 78 1191 39 20 27 26 70 37 485 21 25 36 20 124 20 21 81
internal_value=0 0.00220612 0.00200185 0.00386648 0.00222776 0.00391176 0.00293206 0.00393935 0.00275338 0.00355996 0.00330216 0.00195881 0.00213933 0.00399445 0.00397001 0.00331463 0.00400001 0.00202196 0.000987243 0.00342157 0.00383642 0.00375702 0.00076059 0.00293087 0.00189815 0.00199717 0.00210095 0.00203295 0.00417612 0.00402635
internal_weight=0 691 615 2430 503 2335 139 2287 95 290 180 364 263 1997 1919 84 1835 236 112 90 644 522 86 64 207 180 160 49 122 101
internal_count=3121 691 615 2430 503 2335 139 2287 95 290 180 364 263 1997 1919 84 1835 236 112 90 644 522 86 64 207 180 160 49 122 101
is_linear=0
shrinkage=0.00137286


Tree=1009
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 2 1 2 4 0 15 4 0 4 158 150 4 47 14 3 15 3 10 16 1 4
split_gain=1184.88 195.575 124.324 100.179 68.0853 52.4167 32.468 31.9201 31.7053 26.4692 26.1574 20.8339 17.0939 20.5469 17.5228 15.5084 9.37045 13.1839 9.12776 9.11112 9.18719 8.49499 8.90725 8.21017 8.17267 8.08273 8.07633 7.68117 6.98179 6.81624
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.11474000000000002 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.14753000000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.40945500000000007 -0.079119999999999982 -0.55119499999999988 0.085030000000000008 1.0000000180025095e-35 0.053180000000000012 0.090100000000000013 -0.23083499999999998 -0.010424999999999999 -0.41942499999999994 -0.12711499999999995 -0.38124499999999995 -0.039889999999999988 0.083345000000000016 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 29 11 19 -5 15 13 14 -1 -4 -15 -18 28 20 -7 22 -3 -17 -13 -19 -26 -16 -14 -6
right_child=1 2 8 10 7 9 -8 -9 -10 -11 -12 24 18 16 27 23 17 25 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00366564337800442 0.003303744846504743 0.0018680837808606923 0.0013835751867172323 0.0028507728713454009 0.0034664998371710001 0.0032120153409380798 0.004170919911131013 0.0013939177839877436 0.0017077173286859637 0.0021142215467373077 0.0015646884038446295 0.00053240962122084198 0.003044506449978418 0.0034918624533626886 0.0020496693725092904 0.00097373180385044815 0.0041824103248578317 0.0026559808601054557 0.0035383794072482442 0.002321950841004887 0.0028008504167630448 0.0019644280731325819 0.0011882340769809347 0.0002931812561439563 0.00027446194742158247 0.0032829128846448927 -0.00064531689174732252 0.0029938410709426291 0.0024296833625307109 0.0026976128850945912
leaf_weight=23 76 33 44 37 23 276 76 26 37 48 58 32 74 1169 32 40 22 32 33 23 108 32 166 69 25 358 30 20 41 58
leaf_count=23 76 33 44 37 23 276 76 26 37 48 58 32 74 1169 32 40 22 32 33 23 108 32 166 69 25 358 30 20 41 58
internal_value=0 0.00149501 0.00127149 0.00326866 0.00175795 0.00331761 0.0034057 0.0025461 0.000677909 0.00295362 0.00206558 0.000519147 0.00337346 0.00340824 0.00279701 0.00078468 0.00343724 0.00328225 0.0029843 0.00305261 0.00309638 0.00139288 0.00130097 0.000542925 5.21741e-05 0.00323147 -0.000227236 0.00241281 0.00282531 0.00291594
internal_weight=0 691 615 2430 338 2335 1880 107 277 455 95 240 1804 1656 75 153 1581 412 148 407 384 231 199 109 87 390 55 52 115 81
internal_count=3121 691 615 2430 338 2335 1880 107 277 455 95 240 1804 1656 75 153 1581 412 148 407 384 231 199 109 87 390 55 52 115 81
is_linear=0
shrinkage=0.00119516


Tree=1010
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 47 2 4 1 2 4 1 52 1 2 47 14 1 0 15 4 16 43 15 0 3 4
split_gain=1040.56 171.162 107.462 87.9655 58.6501 53.8682 39.334 35.2264 31.2228 25.6915 25.327 25.1353 21.594 16.5792 10.9136 9.39019 10.5053 12.8772 6.82293 6.82516 7.31688 6.63751 6.46264 6.3117 8.09814 6.19271 5.9485 11.0321 9.37041 5.73148
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.077845000000000011 0.14753000000000002 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.026509999999999995 0.090455000000000021 0.038415000000000012 -0.10850999999999998 -0.080324999999999994 -0.15914499999999995 -0.11173999999999999 0.084940000000000015 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 18 7 9 12 14 29 -5 13 -4 26 -11 23 -18 19 -3 -21 -6 -8 -17 -25 -13 -1 28 -28 -7
right_child=1 2 8 11 21 10 22 -9 -10 15 -12 25 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0055187928075228201 0.0047409592877734209 0.0031479903820522941 0.0027737379917636418 0.0044991917761321902 0.0037937887162535974 0.0048999887461346177 0.006076846993990693 0.0029928205506234385 0.0030641920456724227 0.0052206991608631176 0.0028445143909071571 0.0031970605227639674 0.001125205937461707 0.0017247137690877194 0.0046067622246918263 0.0046725367596748288 0.0031347783362972799 0.0044685801323946454 0.0032630043935245969 0.0025859852893771024 0.0018117292411447127 0.0027487027437091147 0.0052944597948897647 0.0046392620724575867 0.004067572035697597 0.0022667225337009086 0.0049533587939267791 0.0049613482959328364 0.0036555466098438781 0.0040579596140638136
leaf_weight=35 76 33 40 28 22 23 47 22 37 43 33 47 87 113 216 547 22 40 32 137 29 26 37 107 89 20 20 1038 24 51
leaf_count=35 76 33 40 28 22 23 47 22 37 43 33 47 87 113 216 547 22 40 32 137 29 26 37 107 89 20 20 1038 24 51
internal_value=0 0.00275842 0.00251342 0.00470586 0.0047596 0.00304333 0.00479175 0.00475589 0.00186682 0.00477368 0.00386472 0.00338499 0.00168223 0.00199897 0.0048949 0.00458313 0.00454907 0.0039953 0.00266286 0.00256635 0.00245072 0.0032277 0.00573222 0.00459528 0.00437967 0.00291935 0.00495062 0.00493224 0.00424546 0.00431967
internal_weight=0 691 615 2430 2335 338 2287 2203 277 2181 107 95 240 153 1333 848 805 62 231 199 166 48 84 743 196 67 1117 1082 44 74
internal_count=3121 691 615 2430 2335 338 2287 2203 277 2181 107 95 240 153 1333 848 805 62 231 199 166 48 84 743 196 67 1117 1082 44 74
is_linear=0
shrinkage=0.00140032


Tree=1011
num_leaves=31
num_cat=0
split_feature=1 3 3 3 4 2 124 3 16 376 15 42 13 39 52 15 41 43 1428 3 4 151 4 3 42 1452 2 13 3 16
split_gain=38.1311 8.31214 3.99742 4.83401 3.59439 3.40347 3.34431 2.772 2.47076 2.45735 2.41978 2.32642 3.34973 2.37013 2.29836 2.20803 3.56187 3.47475 2.16758 2.07701 2.41781 3.62145 2.31752 3.45261 2.05705 2.14955 1.97417 2.0357 1.89493 1.90915
threshold=0.10337500000000001 -0.053259999999999995 0.31370500000000007 0.076840000000000006 0.41257000000000005 0.13404500000000005 -0.076779999999999987 0.11658 0.13751500000000003 0.084985000000000019 -0.018314999999999994 -0.027559999999999998 -0.0075049999999999987 0.096625000000000016 0.056145000000000007 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.094820000000000015 0.090900000000000009 -0.059649999999999988 -0.0038099999999999996 -0.42529999999999996 -0.20241999999999996 0.11649000000000002 0.087755000000000014 0.11411 -0.078704999999999983 -0.047929999999999993 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 11 18 6 9 -5 -7 -1 -9 -3 13 -13 -4 17 28 -8 26 22 -21 -22 -19 -24 25 -25 27 -2 29 -17
right_child=1 2 14 7 -6 8 15 10 -10 -11 -12 12 -14 -15 -16 16 -18 19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015422049446599544 0.0034084305524330174 0.002094691161867944 0.00019997957552253407 0.0027839444343970114 0.0013322351180464925 0.00078416266037362615 0.00095058062366226389 0.0019490217698587755 0.0025044144805644493 0.002992689930699986 0.00054262058174945108 0.0015678045869734528 2.4496230039368644e-05 0.00052330831774945403 0.0014299512953320859 0.0016686569265332457 0.0038267857207011798 0.0032553330560366324 0.0034097062399785333 0.0025883028070114457 0.0024646424137611447 0.00041203582343585417 0.00098935648352127363 0.0025410461471827746 0.0015852436785606626 0.0033771018422629564 0.0013214449436093375 0.0021855531931141087 0.0035057408198503233 0.0026778611574134188
leaf_weight=74 24 28 71 43 66 27 21 78 22 22 23 92 46 48 32 28 41 66 25 49 24 26 21 893 31 47 30 112 39 972
leaf_count=74 24 28 71 43 66 27 21 78 22 22 23 92 46 48 32 28 41 66 25 49 24 26 21 893 31 47 30 112 39 972
internal_value=0 0.00154973 0.00124361 0.00143393 0.00209882 0.00255046 0.00257115 0.00197371 0.00155652 0.00187461 0.00162875 0.00107072 0.000916579 0.00120969 0.000582107 0.00260077 0.00272521 0.00248667 0.00236372 0.00251456 0.00198678 0.00139729 0.00256394 0.00251794 0.002551 0.00258285 0.00220619 0.00240136 0.00268174 0.0026496
internal_weight=0 718 461 358 257 2403 2354 144 49 96 101 214 186 140 103 2258 1080 1178 191 1157 99 50 1058 992 971 940 166 136 1039 1000
internal_count=3121 718 461 358 257 2403 2354 144 49 96 101 214 186 140 103 2258 1080 1178 191 1157 99 50 1058 992 971 940 166 136 1039 1000
is_linear=0
shrinkage=0.00381041


Tree=1012
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 1 14 2 4 1 11 1 457 47 11 3 51 16 3 0 3 43 131 3 457
split_gain=1012.1 168.119 99.2031 82.1072 57.4322 50.9609 41.1902 30.8957 30.8277 29.7207 24.5177 23.6104 20.6458 17.2066 12.8786 11.5952 14.0848 17.6095 9.84544 7.61759 7.0757 6.91501 6.45787 6.89261 6.26546 6.03493 6.0245 6.02287 5.69306 8.74099
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.11474000000000002 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.40945500000000007 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.090100000000000013 0.082485000000000017 -0.010424999999999999 -0.092264999999999986 0.27252000000000004 -0.11171999999999999 -0.026509999999999995 0.0068900000000000012 0.016310000000000002 0.090175000000000019 0.20828500000000003 0.096470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 9 -6 12 11 -5 14 13 -4 -1 16 22 -18 25 -17 -15 -21 23 26 -7 -3 -11 -2 29 -27
right_child=1 2 8 10 7 24 -8 -9 -10 15 -12 -13 -14 20 -16 19 17 -19 -20 21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0037792961302083022 0.0039281942421518909 0.0013034350222528998 0.0017244159617955273 0.0032560905862402531 0.0032172093551973186 0.0027644500927603535 0.0019002531390122453 0.0015025205405909084 0.0020300716700919668 0.0034571765633441263 0.0018656813072811243 0.0045747818103581799 0.00022283991226645575 0.0011883373684050769 0.0034300040267012835 0.0045268953468738321 0.0032990681656806181 0.0018131530896748794 0.002276743151970957 0.0041978538704380269 0.0004907963197945571 0.0032727474432527721 0.0031759224471947511 0.0035444334199738964 0.0018076404630012514 0.0026831085466319103 0.0024669326683088104 0.0031304486398773109 0.001388556982009668 0.0014777809697042934
leaf_weight=1117 45 114 44 34 77 22 24 24 37 23 63 59 87 40 220 25 41 21 33 24 69 34 124 571 26 22 20 26 35 20
leaf_count=1117 45 114 44 34 77 22 24 24 37 23 63 59 87 40 220 25 41 21 33 24 69 34 124 571 26 22 20 26 35 20
internal_value=0 0.00171564 0.00148915 0.00354278 0.00198367 0.00359187 0.00361992 0.00280976 0.000908926 0.00363802 0.00235304 0.00375787 0.000736083 0.00102793 0.00372182 0.00344855 0.00339985 0.00279577 0.00161119 0.003918 0.000746775 0.00365555 0.0034506 0.00350607 0.00224618 0.0014962 0.0029966 0.00363606 0.0017816 0.00210914
internal_weight=0 673 602 2448 325 2351 2303 101 277 2279 97 1396 240 153 1337 883 800 62 224 83 109 58 738 614 48 191 43 71 77 42
internal_count=3121 673 602 2448 325 2351 2303 101 277 2279 97 1396 240 153 1337 883 800 62 224 83 109 58 738 614 48 191 43 71 77 42
is_linear=0
shrinkage=0.00131955


Tree=1013
num_leaves=31
num_cat=0
split_feature=1 52 3 123 148 4 2 51 149 47 133 160 12 2 40 43 133 150 160 52 16 133 374 132 2 2 42 2 49 475
split_gain=36.1298 7.96128 5.15254 3.61031 3.66739 3.43017 3.30312 2.79801 2.99221 3.67786 2.8235 2.94493 3.22674 2.36741 2.26773 2.19585 2.1816 2.82615 2.95844 2.21421 3.18198 2.14338 2.13881 1.95362 2.43218 1.92243 1.82953 2.19548 1.70619 1.70535
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.085740000000000011 -0.095079999999999984 0.40124500000000002 0.092120000000000021 0.11144500000000002 0.077335000000000015 0.10621500000000002 -0.038089999999999992 -0.065039999999999987 0.11472500000000001 -1.0000000180025095e-35 -0.063404999999999989 -0.072864999999999985 0.017095000000000003 0.083555000000000004 1.0000000180025095e-35 -0.53060999999999992 -0.061854999999999993 0.11269500000000002 0.086450000000000013 0.10365500000000001 0.15950500000000004 0.11237500000000002 0.091465000000000005 0.10855000000000002 0.11645000000000001 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 29 8 9 10 -6 -12 13 -13 15 22 17 18 19 -8 -21 -18 -5 24 -4 -15 27 -22 -23 -1
right_child=1 2 23 14 7 -7 16 -9 -10 -11 11 12 -14 25 -16 -17 21 -19 -20 20 26 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019215337569813758 0.0025774298877396752 9.0897734413762207e-05 0.0006846950389973233 0.0012397866425630935 0.00031833816100938962 0.00095533958342739465 0.0027568784712061443 0.002588320581556479 0.0029210770883821525 0.0023537875647327319 0.0022850245914844808 0.00019134755972951604 0.0026373537651996752 0.0018905970887564802 -0.00027827269997524338 0.0022419466060902638 0.0027499517205023861 0.0009095388715381022 0.0028158277036980984 0.0023095541496988012 0.001523992149439542 0.0023310718853283307 -0.00014795270577582282 0.0014016420856297568 -0.00083773158441844428 0.00080097494361390867 0.0022262859737458298 0.00021108510388665551 0.0011974294309165473 0.002624384186776432
leaf_weight=54 90 21 51 62 37 22 50 53 25 64 52 39 21 47 20 22 224 28 88 125 74 122 23 29 23 51 34 26 24 1520
leaf_count=54 90 21 51 62 37 22 50 53 25 64 52 39 21 47 20 22 224 28 88 125 74 122 23 29 23 51 34 26 24 1520
internal_value=0 0.00149507 0.00134287 0.0014956 0.00167296 0.00248294 0.00249713 0.00175837 0.00162745 0.00152346 0.00130832 0.00148274 0.0012187 0.00100124 0.000923002 0.00114754 0.00229292 0.00210295 0.00218712 0.00200808 0.00186352 0.00251113 0.000864281 0.000546595 0.000211508 0.00132355 0.00144744 0.00118264 0.00214472 0.00260027
internal_weight=0 730 640 537 410 2391 2369 389 336 311 247 210 158 137 127 107 795 425 397 309 259 370 85 103 74 98 134 100 146 1574
internal_count=3121 730 640 537 410 2391 2369 389 336 311 247 210 158 137 127 107 795 425 397 309 259 370 85 103 74 98 134 100 146 1574
is_linear=0
shrinkage=0.00388662


Tree=1014
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 2 1 16 14 2 15 0 1 0 11 3 150 159 2 12 2 3 15 3 3 4 447 1
split_gain=881.742 145.595 80.5586 70.7461 40.5128 34.2481 33.2087 25.9691 20.8982 20.5502 17.7167 16.0407 14.5523 12.116 11.9572 9.75844 11.2135 10.9029 7.89703 12.9536 10.5434 7.95278 7.42253 7.01663 6.96054 6.91264 6.74309 6.47175 6.45373 5.58113
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27834500000000006 0.085505000000000012 0.089885000000000007 0.092845000000000025 -0.040964999999999994 0.062655000000000016 0.14838000000000004 1.0000000180025095e-35 -0.23091999999999999 0.091195000000000012 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.084680000000000019 0.076905000000000015 0.11474000000000002 -0.083994999999999986 -0.0091949999999999983 -0.080884999999999985 -0.41942499999999994 0.12178000000000001 -0.0069549999999999994 -0.013514999999999998 0.084065000000000015 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 27 11 10 -5 -8 14 12 23 -9 28 16 17 -15 19 20 26 -20 -16 -3 -13 -26 -2 -4 -1 -18
right_child=1 6 5 8 -6 -7 9 13 -10 -11 -12 24 -14 15 22 -17 29 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0091164946188883895 0.00770781872394563 0.0071700655926986955 0.009021397614435182 0.0085972005878145342 0.0078461352630539334 0.00743757640660417 0.0068371322970525268 0.0079779640013691259 0.007424662967934462 0.0080928768305544661 0.0097349781431059403 0.006440833046251134 0.0075399994551886874 0.0082023430972516659 0.0081043488227012812 0.0079972513109231314 0.0097348860368706141 0.0088485653380967165 0.0064074278430848782 0.0070789383221604094 0.0073270132595298441 0.0072834042806656125 0.0088660253910478361 0.0063756234735304956 0.0061923404066973409 0.0052249529957460938 0.0085717578186672687 0.0084676665467066595 0.0084342577673305712 0.0090551034440546057
leaf_weight=1098 25 20 73 37 48 36 45 25 58 34 59 31 25 41 21 20 28 723 20 55 37 67 201 95 21 23 29 55 21 50
leaf_count=1098 25 20 73 37 48 36 45 25 58 34 59 31 25 41 21 20 28 723 20 55 37 67 201 95 21 23 29 55 21 50
internal_value=0 0.00735193 0.00783348 0.00891256 0.00895452 0.00848803 0.00670168 0.00897778 0.00788134 0.00737758 0.00908118 0.00645332 0.00669704 0.00881458 0.00905242 0.00883885 0.00885884 0.00881389 0.00737276 0.00754601 0.00782831 0.00708203 0.00879397 0.00651379 0.00599839 0.00568666 0.00817179 0.00878347 0.00910369 0.00929913
internal_weight=0 691 397 2430 2335 164 294 2287 95 79 1400 215 140 887 1341 862 842 764 233 146 91 87 222 115 75 44 54 128 1119 78
internal_count=3121 691 397 2430 2335 164 294 2287 95 79 1400 215 140 887 1341 862 842 764 233 146 91 87 222 115 75 44 54 128 1119 78
is_linear=0
shrinkage=0.00121906


Tree=1015
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 4 14 1 2 1 150 159 2 1 52 12 0 0 1 2 160 4 16 50 0 49 48
split_gain=775.127 137.231 81.8809 65.086 42.0593 32.5098 29.1444 27.746 25.7789 24.0708 21.5307 19.0676 12.5044 11.9394 15.4032 12.121 9.57827 8.93249 7.65588 7.2679 7.17399 6.87359 11.4662 6.83338 6.74225 8.47211 6.66531 6.58361 6.41283 6.07602
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.14285500000000004 0.27834500000000006 0.27834500000000006 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.15471500000000002 0.083250000000000005 0.076905000000000015 0.11474000000000002 0.091195000000000012 -0.56176499999999996 -1.0000000180025095e-35 -0.026509999999999995 0.18019500000000002 0.089770000000000016 0.097845000000000015 -0.075414999999999982 0.038415000000000012 -0.44310499999999992 0.08461500000000001 -0.23091999999999999 -0.066019999999999981 0.09111000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 6 18 -4 9 11 -5 16 23 14 15 -2 -1 -13 -3 -6 21 24 -23 -7 29 -26 -8 -15 -29 -19
right_child=1 5 7 10 19 12 26 -9 -10 -11 -12 17 -14 27 -16 -17 -18 20 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0041515637922117394 0.0033572439628831532 0.0020858604587958352 0.003868362457816423 0.0036537413557672571 0.0033104663696319129 0.0020035019829303248 0.00077136236517899234 0.0025148921828483297 0.0025642287990583022 0.0047352572185322623 0.0023397193869286433 0.0044409260579644835 0.00053456248924745303 0.0026317709937755526 0.0020274874571404792 0.0023530603488131543 0.0038419419437592506 0.0040061451573565323 0.0030043939693827357 0.0022593429207068911 0.0030152770555938509 0.0026210230438493774 0.003830761623293065 0.0012781014465791537 0.0040869804805854599 0.00347392899951146 0.0018449440038359685 0.0020439760037322284 0.0011878882691952356 0.0035901612788447842
leaf_weight=1117 51 25 127 37 22 30 22 35 22 84 58 43 35 21 56 38 216 453 48 26 20 22 40 109 58 138 20 51 23 74
leaf_count=1117 51 25 127 37 22 30 22 35 22 84 58 43 35 21 56 38 216 453 48 26 20 22 40 109 58 138 20 51 23 74
internal_value=0 0.00232802 0.00283659 0.00394356 0.00398799 0.0016206 0.00217588 0.00357595 0.00401416 0.00402825 0.0028515 0.00400102 0.00125361 0.00233753 0.00258052 0.00292849 0.00410139 0.00384323 0.00268983 0.00274111 0.00381131 0.00383159 0.0034015 0.00143466 0.00386847 0.00365534 0.00128259 0.00196665 0.00177789 0.00394773
internal_weight=0 691 402 2430 2335 289 115 162 2287 2265 95 2181 174 240 145 89 1333 848 73 48 805 785 62 139 723 196 42 95 74 527
internal_count=3121 691 402 2430 2335 289 115 162 2287 2265 95 2181 174 240 145 89 1333 848 73 48 805 785 62 139 723 196 42 95 74 527
is_linear=0
shrinkage=0.00134594


Tree=1016
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 49 1 11 1 4 4 1 50 2 1 2 47 1 16 3 43 0 11
split_gain=1176.71 193.014 93.8475 81.0407 65.2512 56.3068 43.6082 41.8187 34.208 30.3655 27.0408 24.2406 17.4571 14.4814 13.8526 16.94 18.7424 11.8642 10.5409 10.1352 9.96172 8.94976 8.47781 8.43309 8.4159 7.18873 7.871 7.02834 6.43811 6.33364
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.089885000000000007 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.054984999999999992 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.15289999999999995 0.12000500000000001 0.041865000000000006 0.11411 0.12408500000000001 0.31358000000000003 0.11043500000000002 0.12958500000000003 0.27776000000000006 -0.11171999999999999 0.016310000000000002 -0.026509999999999995 0.082485000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 8 18 11 24 -4 13 -2 -1 15 25 -17 -11 -3 22 -5 -19 -6 -14 -9 26 27 -10 -7 -16
right_child=1 4 10 20 19 28 -8 9 14 17 -12 -13 23 -15 29 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053420351441109716 0.0033626070606441599 0.0023837328937499225 0.0046657902205867428 0.0034007778697534726 0.0011648670430495381 0.0040646232002323687 0.0030677933358922382 0.0043201925434848557 0.0049391395525139109 0.0036577135469118534 0.0029549320652516751 0.006283254965581098 0.0051188261445746343 0.004908064026510341 0.0061763280831850067 0.0050227504373673449 0.0033146320753726522 0.0026083261560118269 0.0012784616692142409 0.0019616838491639853 0.0022896166299337232 0.0017808589821324847 8.016964421198783e-05 0.0042511825076473704 0.0030562699462591053 0.0045794303900738376 0.0050419837023614527 0.0036859710785107701 0.0029282278247534199 0.0052454139134912947
leaf_weight=1117 23 30 34 30 61 22 24 34 23 20 63 59 81 220 25 28 34 122 66 26 54 42 24 40 20 119 576 20 26 58
leaf_count=1117 23 30 34 30 61 22 24 34 23 20 63 59 81 220 25 28 34 122 66 26 54 42 24 40 20 119 576 20 26 58
internal_value=0 0.00273659 0.00504491 0.00389331 0.00214394 0.0051064 0.00514095 0.00248524 0.00516278 0.00283268 0.00355461 0.00531342 0.00459731 0.00527063 0.00492461 0.00486224 0.00408604 0.00253351 0.00162386 0.00111698 0.00268646 0.00239641 0.0008586 0.004832 0.00385207 0.00492745 0.00499435 0.00435627 0.00344908 0.00552581
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 97 1396 144 1337 883 800 62 184 96 111 84 164 85 121 54 738 619 43 48 83
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 97 1396 144 1337 883 800 62 184 96 111 84 164 85 121 54 738 619 43 48 83
is_linear=0
shrinkage=0.00154607


Tree=1017
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 10 2 133 1 16 52 151 43 13 132 160 49 2 2 4 39 13 42 1212 1212 4 403 42
split_gain=44.6531 9.71911 5.17437 3.84431 3.75464 3.70222 3.59314 3.12722 2.93941 3.33215 2.82909 5.39252 3.7009 2.74371 2.74869 2.73813 2.52916 2.45385 2.3162 2.24382 5.16507 2.45954 2.22211 2.05208 1.99908 2.40623 4.08575 3.11477 2.39649 3.05194
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.090175000000000019 0.41257000000000005 -0.062879999999999978 0.13712500000000002 0.089200000000000015 0.08864000000000001 0.31475000000000003 -0.081429999999999989 -0.08236499999999998 -0.084359999999999991 -0.11122999999999998 0.078465000000000021 0.050340000000000003 0.13173000000000004 -0.0050599999999999994 0.10381000000000001 -0.029144999999999997 0.10076500000000001 -0.059629999999999996 -0.0041849999999999986 0.092585000000000015 0.11930500000000001 -0.083854999999999985 -0.0076149999999999994 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 8 5 15 16 -4 9 19 13 12 -12 14 -7 -1 -2 -14 22 -3 -21 -22 -15 -11 -17 27 -27 28 -26 -30
right_child=1 2 7 -5 -6 10 -8 -9 -10 23 11 -13 17 18 -16 24 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0038955761996621215 0.0028822462232573347 0.0012728606601902753 -0.00051412380647555952 0.0033198737899278038 0.0013577547072416191 0.0047204581404888214 0.0016792015251871867 0.0011122052703432198 0.00095560113556024883 0.0016826770762592975 0.00047660325280215657 0.0033436712570185561 0.0014247142002212264 0.0028263197791254689 0.0029550457072830476 0.0031939393118848671 0.0016034930824032722 0.0030184876871168988 0.0017298475599587416 0.003314399928326947 0.0030616879472144592 0.0016586264672948628 0.0016706659559352283 8.679943384149194e-05 0.0043674892497809594 0.0010604577758155541 0.0030837297058710334 0.0028610040463692772 0.0036884875583933431 0.0019697554615916834
leaf_weight=49 158 51 21 20 22 20 64 77 71 22 26 38 28 714 32 473 25 26 30 42 20 136 24 23 34 26 30 752 46 21
leaf_count=49 158 51 21 20 22 20 64 77 71 22 26 38 28 714 32 473 25 26 30 42 20 136 24 23 34 26 30 752 46 21
internal_value=0 0.00183833 0.00153009 0.00172516 0.00289392 0.00290818 0.0024411 0.000763706 0.00163778 0.00180253 0.00272578 0.00218495 0.00163455 0.0028036 0.00363405 0.00302775 0.00270755 0.00219209 0.00274737 0.0019716 0.00215157 0.00183851 0.00278874 0.000867006 0.00299698 0.00289449 0.00214435 0.00294373 0.0035597 0.00314978
internal_weight=0 730 483 385 2391 2369 247 98 365 294 938 118 80 820 52 1431 183 54 768 249 198 156 738 45 1382 909 56 853 101 67
internal_count=3121 730 483 385 2391 2369 247 98 365 294 938 118 80 820 52 1431 183 54 768 249 198 156 738 45 1382 909 56 853 101 67
is_linear=0
shrinkage=0.0037357


Tree=1018
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 14 2 4 0 2 52 47 1 0 4 11 1 14 1 16 0 1 51 3 1
split_gain=1035.77 168.666 108.69 83.1453 58.7532 52.1427 34.3406 34.3181 26.1547 23.4676 21.1291 19.476 17.6744 15.4782 14.248 10.3386 8.17852 7.53703 7.09321 7.97406 7.31567 10.4082 6.79487 6.66634 6.47756 6.45519 6.1846 6.11635 6.03671 5.74494
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.089885000000000007 0.10699500000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.42051500000000003 -0.23091999999999999 -0.090999999999999984 -0.56176499999999996 0.090100000000000013 0.090540000000000023 0.18019500000000002 0.038415000000000012 1.0000000180025095e-35 0.089770000000000016 -0.23083499999999998 0.090840000000000018 -0.11118499999999999 -0.026509999999999995 0.11669000000000002 -0.085989999999999997 -0.010424999999999999 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 11 10 29 -5 14 12 -4 -9 -1 -15 22 -16 19 20 21 -17 -3 -22 -21 -7 27 -24 -14 -6
right_child=1 2 6 9 8 25 -8 13 -10 -11 -12 -13 28 15 17 18 -18 -19 -20 24 23 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031514993936180582 0.0042076440882214666 0.0025419935091282116 0.0020125254477962613 0.0038153951840688726 0.0041317978155341458 0.0033139545394632536 0.0025369793855913409 0.0029131628329926613 0.0021727129432291326 0.0023049017590677291 0.0052627883896563896 0.00047873325357025275 0.0014420557592654047 0.0047723426799371879 0.0044413691513113668 0.0041488307148716689 0.0027317406133692316 0.0041526429263627372 0.0031824879987491844 0.004046778557491585 0.0052364386858008123 0.003251927692841489 0.0012030034117541132 0.0040975615978418641 0.0035296788279475925 0.002241683858567971 0.0012069587837334461 0.0020748215578589193 0.00069844051450474918 0.0033314954956818665
leaf_weight=20 76 33 54 34 45 22 37 25 29 61 59 87 37 43 1088 518 32 233 20 115 24 29 20 20 93 26 29 117 62 33
leaf_count=20 76 33 54 34 45 22 37 25 29 61 59 87 37 43 1088 518 32 233 20 115 24 29 20 20 93 26 29 117 62 33
internal_value=0 0.0021601 0.00190707 0.00418155 0.00246153 0.00423591 0.00123052 0.00426745 0.00335401 0.0028455 0.00440951 0.00102911 0.00134206 0.00404324 0.00437197 0.00407602 0.00204813 0.00439044 0.00403946 0.00406091 0.00414725 0.00410128 0.0019382 0.00471877 0.00381558 0.00273314 0.00181817 0.00194755 0.000976357 0.00379321
internal_weight=0 691 615 2430 338 2335 277 2287 107 95 1400 240 153 887 1341 862 231 1321 819 799 591 547 199 44 208 48 166 137 99 78
internal_count=3121 691 615 2430 338 2335 277 2287 107 95 1400 240 153 887 1341 862 231 1321 819 799 591 547 199 44 208 48 166 137 99 78
is_linear=0
shrinkage=0.00145689


Tree=1019
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 14 47 14 0 4 1 1 0 2 4 156 48 15 0 16 10 4 12 3 0 160 147
split_gain=692.803 116.926 78.13 57.6414 44.1311 33.7448 32.0055 26.0668 24.5294 21.2572 19.8985 27.6361 23.3295 19.2563 17.9241 15.4138 14.7753 13.6572 9.48076 9.60596 8.76885 8.16582 8.16245 7.8785 7.01641 8.83981 6.89293 6.26082 6.08485 6.051
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.27834500000000006 0.062655000000000016 0.13082500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.0061450000000000003 0.083135000000000014 0.09253500000000002 -0.079119999999999982 0.14753000000000002 0.27834500000000006 -0.0011799999999999998 0.093265000000000015 -0.41942499999999994 -0.061629999999999997 -0.059624999999999991 -0.38124499999999995 -0.49405499999999997 0.08401500000000002 -0.010424999999999999 -0.026509999999999995 -0.067824999999999983 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 21 8 10 16 -1 13 15 -12 -5 -13 17 -4 -17 24 -18 -3 -14 -22 -20 -26 -19 -7 -28 -6
right_child=1 2 9 14 29 27 -8 -9 -10 -11 11 12 22 -15 -16 18 20 26 19 -21 23 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0044539584073501519 0.0034470014607611496 0.0034670812878404831 0.0020719024575281166 0.003182290074770255 0.0019883331743034433 0.0029087811075596557 0.001924179130521182 0.0021423973525152859 0.0041222207636152069 0.0022243328637242764 0.003501436120245924 0.0036005456051087289 0.0033276602685100949 0.0023564353609343471 0.0020776995498563351 0.003895060021553487 0.0013379176694364003 0.0016420280659531316 0.0036837697403073787 0.0027010027639772058 0.001040740661731415 0.0025729953121079621 0.0029065003734270018 0.00011412792853683898 0.0026718882579241368 0.0033462440712304607 0.0015872748063731528 0.0020251644320933631 0.00079604970349240339 0.0014061377473380044
leaf_weight=29 76 63 40 34 184 22 40 22 84 37 35 1163 151 58 61 46 32 41 84 35 25 20 125 30 31 424 20 26 52 31
leaf_count=29 76 63 40 34 184 22 40 22 84 37 35 1163 151 58 61 46 32 41 84 35 25 20 125 30 31 424 20 26 52 31
internal_value=0 0.0020205 0.00184421 0.00340386 0.00223756 0.00344173 0.00281994 0.00346296 0.00347579 0.00136424 0.00345089 0.00343737 0.00346673 0.00278735 0.00247303 0.00351779 0.00123165 0.00145973 0.00336255 0.00331987 0.000830526 0.00325164 0.00313692 0.000535316 0.00336006 0.0033003 0.00124304 0.00243016 0.00101583 0.00190439
internal_weight=0 691 615 2430 338 2335 123 2287 2265 277 2181 2152 2059 93 95 1783 240 153 620 574 87 83 276 55 539 455 113 48 72 215
internal_count=3121 691 615 2430 338 2335 123 2287 2265 277 2181 2152 2059 93 95 1783 240 153 620 574 87 83 276 55 539 455 113 48 72 215
is_linear=0
shrinkage=0.00121906


Tree=1020
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 2 1 14 2 4 2 4 52 159 151 0 1 12 3 151 1 15 10 12 1 0 4
split_gain=771.742 132.71 83.4486 65.1317 46.6128 36.3034 25.721 21.2512 20.7375 20.4038 15.1139 13.6646 12.4418 11.6441 10.8295 11.0927 9.53261 9.4626 8.06701 9.26215 7.88452 7.18101 7.12032 6.76769 6.49828 6.88335 6.3716 6.24689 7.46811 7.31291
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.14285500000000004 0.13082500000000002 0.10672500000000001 0.092845000000000025 0.062655000000000016 0.14753000000000002 0.42051500000000003 -0.090999999999999984 0.04735000000000001 1.0000000180025095e-35 0.030370000000000005 -0.086769999999999986 -0.080499999999999988 0.081315000000000012 0.086850000000000024 -0.14186499999999996 -0.088784999999999989 0.091195000000000012 -0.41942499999999994 -0.38124499999999995 -0.094384999999999983 0.086920000000000011 -0.030209999999999997 -0.111605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 10 14 11 -6 -5 13 12 -4 -1 16 20 17 -7 -18 -20 -16 -19 -3 -15 -13 -26 -24 28 -23 -29
right_child=1 2 7 9 8 6 -8 -9 -10 -11 -12 24 -14 23 15 -17 18 21 19 -21 -22 27 26 -25 25 -27 -28 29 -30 -31
leaf_value=0.0027713032821044298 0.003685951198911424 0.00245040766864413 0.0019041396085467657 0.0033159622469173659 0.0033602797199790836 0.0027685301825890072 0.0024145511503994312 0.002231575886167644 0.0020670051254267673 0.0020618715839774808 0.0044530130444613829 0.001212459179972169 0.001116732704133224 0.0038265733647027738 0.0024019025194387182 0.0036090525436030807 0.0044153641044463437 0.0039669215834903021 0.003096175950741061 0.0042906029882303787 0.0031824978596091706 0.0036071537280704907 0.002489513688325591 0.003567263677242177 0.00097595507141626432 3.8442470344896381e-05 0.0017489733754025216 0.0035289844239397229 0.0029548821356403898 0.0024486027869850854
leaf_weight=20 76 40 54 37 77 27 39 37 30 58 59 32 99 1113 29 91 42 69 26 20 101 414 23 208 25 30 168 24 33 20
leaf_count=20 76 40 54 37 77 27 39 37 30 58 59 32 99 1113 29 91 42 69 26 20 101 414 23 208 25 30 168 24 33 20
internal_value=0 0.00204093 0.00183765 0.00362134 0.00227768 0.00366491 0.00346358 0.00130072 0.00299768 0.00255031 0.00379937 0.00115721 0.00139464 0.00377061 0.00350924 0.00325571 0.00359225 0.00353153 0.00399725 0.00361549 0.00300837 0.00356832 0.00194417 0.00378574 0.000739665 0.000464585 0.00183815 0.0035123 0.003559 0.0030379
internal_weight=0 691 615 2430 338 2335 935 277 107 95 1400 240 153 1341 896 221 675 587 88 46 130 560 231 1321 87 55 191 491 447 44
internal_count=3121 691 615 2430 338 2335 935 277 107 95 1400 240 153 1341 896 221 675 587 88 46 130 560 231 1321 87 55 191 491 447 44
is_linear=0
shrinkage=0.00131955


Tree=1021
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 47 4 14 2 1 2 4 1 0 0 157 160 14 475 15 1 15 1420 1429 484 51 15 0
split_gain=1044 171.418 113.398 86.3533 58.3461 51.024 39.4561 36.2443 36.0049 32.6558 27.6689 25.167 19.885 17.6196 12.6158 12.2919 11.3061 8.46752 7.45367 6.77927 6.75275 8.24263 9.83574 6.80314 6.27479 8.55147 13.2637 9.66991 6.21472 5.97867
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10467500000000002 0.13501500000000002 -0.022174999999999997 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.091265000000000013 0.077845000000000011 0.14753000000000002 0.42051500000000003 0.087135000000000004 -0.23001499999999997 -0.061629999999999997 -0.42132499999999995 -1.0000000180025095e-35 -0.23083499999999998 -0.08230999999999998 0.040760000000000005 0.089770000000000016 -0.13578499999999996 -0.083604999999999985 0.084770000000000012 0.073690000000000019 0.11144500000000002 0.090455000000000021 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 16 12 9 10 14 -5 13 -4 24 -16 -3 -12 -15 -6 -19 22 23 -22 -1 27 -27 -26 -11 -7
right_child=1 2 7 11 19 29 -8 -9 -10 28 17 -13 -14 18 15 -17 -18 20 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.005558535890894398 0.0045670777534080574 0.0044874086310125946 0.0023354918815217123 0.0043307302861220042 0.0028697369939981909 0.0036601627289993147 0.0025023077581753455 0.0028989462359502089 0.002764159400555325 0.0058799558849501974 0.005207349700056008 0.0026860233776383321 0.00079372009148510306 0.0019374973164745261 0.0033896827225137179 0.0045608945160341618 0.0032301102829344393 0.0048213441180535895 0.0010498881672522163 0.002208974614709988 0.0049193442452676222 0.004528990212506032 0.0034668981260514665 0.0041976915001300831 0.004850258165760353 0.0050027720302048412 0.0036162450192649305 0.0040475483944467025 0.0050817264766248932 0.002628228181513011
leaf_weight=23 76 63 54 28 41 22 46 37 22 47 25 67 87 28 20 388 20 58 71 168 30 225 37 366 917 27 32 33 37 26
leaf_count=23 76 63 54 28 41 22 46 37 22 47 25 67 87 28 20 388 20 58 71 168 30 225 37 366 917 27 32 33 37 26
internal_value=0 0.0025029 0.00224781 0.00453237 0.00281415 0.00458776 0.00358461 0.00155676 0.00461896 0.00463698 0.00460265 0.00317078 0.00134984 0.00166607 0.00472036 0.00450348 0.00418445 0.00437389 0.00130093 0.0023386 0.00434479 0.00430279 0.00418524 0.00425236 0.0048061 0.00478895 0.00425076 0.00482237 0.00552835 0.0031012
internal_weight=0 691 615 2430 338 2335 129 277 2287 2265 2181 95 240 153 1440 408 83 741 99 209 716 658 433 396 1032 1009 59 950 84 48
internal_count=3121 691 615 2430 338 2335 129 277 2287 2265 2181 95 240 153 1440 408 83 741 99 209 716 658 433 396 1032 1009 59 950 84 48
is_linear=0
shrinkage=0.00145689


Tree=1022
num_leaves=31
num_cat=0
split_feature=1 52 1 43 4 2 52 14 50 43 123 2 4 0 16 0 47 4 49 124 13 159 16 4 16 4 52 4 1456 16
split_gain=57.4624 12.3902 7.54658 4.65329 4.40621 4.41071 3.87489 3.84013 3.58399 3.83686 2.91477 3.10494 2.57155 2.6799 4.51221 2.52258 6.02747 3.60954 2.80501 2.58503 2.47303 2.14756 1.99745 2.05863 2.94544 2.72271 2.24334 1.87347 1.81448 1.79288
threshold=0.10312500000000001 -0.40967499999999996 0.13436000000000001 0.084740000000000024 0.40124500000000002 0.095545000000000005 0.17829500000000004 0.076975000000000002 -0.35497999999999996 -0.23229999999999998 0.084025000000000016 0.14122000000000004 -0.069389999999999993 -0.10474999999999998 -0.4179199999999999 -0.11173999999999999 0.078875000000000015 0.0033150000000000007 -0.006494999999999999 -0.076779999999999987 -0.10664 0.030370000000000005 -0.45661999999999997 -0.012164999999999999 -0.076669999999999988 -0.036839999999999991 -0.56368999999999991 -0.0043399999999999992 1.0000000180025095e-35 0.057265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 8 15 -3 -10 11 21 -4 14 -14 16 17 18 -1 -17 -15 22 -7 24 -24 26 -26 -25 29 -23
right_child=1 2 12 -5 -6 10 -8 -9 9 -11 -12 -13 13 20 -16 19 -18 -19 -20 -21 -22 28 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.0026122493830106823 0.0036561555680916947 0.0037487944670648323 0.0026625754646988384 0.0038399220810469438 0.0016690449662298851 0.0045548711464799231 0.003247346960301053 0.0046249115928900303 0.0036147262777798906 0.0017976874379128948 0.0019928697091524854 0.0022021822337732842 0.00082036332476709078 -0.00013726063361002233 0.0033870451445358629 0.0025054990870187494 0.0050764174655427621 0.0034450193320997653 0.00059142482161184671 0.0036954649372061507 0.0011766355681326192 0.0049903989198590779 0.0048145576578609121 0.0017019126754123132 0.0043591031386461948 0.0043254793380954979 0.002925762806853565 0.0030393825205005634 0.0029213141188795966 0.0035562780504176097
leaf_weight=31 90 20 22 32 22 21 52 71 22 316 31 41 27 35 22 33 21 46 20 1546 92 36 26 21 22 39 159 158 20 27
leaf_count=31 90 20 22 32 22 21 52 71 22 316 31 41 27 35 22 33 21 46 20 1546 92 36 26 21 22 39 159 158 20 27
internal_value=0 0.00219459 0.00198906 0.00229482 0.00354312 0.00356052 0.00217422 0.00366636 0.00201835 0.00191596 0.00324917 0.0033175 0.0013065 0.001137 0.00197275 0.00362625 0.00303291 0.00259051 0.00181977 0.0036706 0.000814538 0.00340394 0.0032883 0.00322572 0.00347548 0.00331723 0.00309998 0.00288247 0.0040253 0.00437578
internal_weight=0 730 640 442 2391 2369 410 1768 358 338 601 570 198 176 49 1697 118 97 51 1579 127 529 446 425 246 220 181 179 83 63
internal_count=3121 730 640 442 2391 2369 410 1768 358 338 601 570 198 176 49 1697 118 97 51 1579 127 529 446 425 246 220 181 179 83 63
is_linear=0
shrinkage=0.004207


Tree=1023
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 1 4 3 47 15 47 0 14 52 1 124 49 0 4 3 50 0 15 0 15 151
split_gain=904.565 107.225 93.8424 58.9897 55.2991 43.992 35.3389 28.3516 26.0516 20.7024 20.284 18.8656 16.7163 15.8315 14.3134 17.1063 13.6475 12.5428 13.9013 11.3054 11.2511 11.1511 10.6924 15.2615 9.76063 8.54627 11.5804 8.07702 7.42874 7.92181
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.16363499999999997 0.40945500000000007 0.12656000000000003 0.033845000000000007 -0.11171999999999999 0.077555000000000013 0.13592500000000005 0.10670500000000001 -0.062294999999999996 0.076175000000000007 1.0000000180025095e-35 0.10089500000000001 -0.072314999999999977 -0.012034999999999999 -0.15350499999999997 -0.064054999999999987 0.092670000000000016 0.041865000000000006 -0.11242999999999999 -0.095244999999999982 -0.092404999999999973 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 20 8 16 -5 14 -10 13 -1 22 27 21 -16 25 18 19 -9 -2 -3 -13 -24 28 26 -4 -8 -7 -30
right_child=1 5 6 7 -6 24 10 17 9 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025821467698267488 0.0024657075017960554 0.0028040287001166904 0.0042155248127005137 0.0038517669051301466 0.0018695633204074355 0.0010345470948390206 0.0043684747011161675 0.0020964095515575805 0.0019651666967609956 0.00090899696455340559 0.0033118591362064744 0.0041519061524287748 0.0047352568415681496 0.0027105042974699643 0.0034847554939406227 0.0018223691669754152 0.0048300760771945303 0.0033516903288226363 0.0018501020203491201 0.0032824478136163058 0.0036018291983901467 0.0016975039637521627 0.0036573768889336441 0.0023920806265573355 0.0015126919447269985 0.0040909716741802703 0.0027721228325057233 0.0038271390809572394 0.00074236642371244832 -0.00039814809282966591
leaf_weight=26 20 21 20 31 74 29 56 28 61 82 171 56 32 23 28 20 46 23 73 33 92 94 98 22 23 1053 22 718 22 24
leaf_count=26 20 21 20 31 74 29 56 28 61 82 171 56 32 23 28 20 46 23 73 33 92 94 98 22 23 1053 22 718 22 24
internal_value=0 0.00192794 0.00381559 0.00322462 0.00279048 0.00153083 0.00393384 0.00265198 0.0017872 0.00135953 0.0037409 0.0036847 0.00382252 0.00383295 0.0021624 0.00279209 0.00409752 0.00241507 0.00225431 0.00273804 0.00339895 0.00189957 0.00365657 0.00342541 0.000730309 0.00406675 0.00345946 0.00386631 0.000490378 0.000147315
internal_weight=0 590 2531 422 186 404 2109 188 306 143 968 234 208 797 163 48 1141 157 134 61 112 115 176 120 98 1095 42 774 75 46
internal_count=3121 590 2531 422 186 404 2109 188 306 143 968 234 208 797 163 48 1141 157 134 61 112 115 176 120 98 1095 42 774 75 46
is_linear=0
shrinkage=0.00137286


Tree=1024
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 3 2 4 1 14 45 2 2 4 2 14 52 1 131 457 12 15 52 0 15 4 43 4 48 16
split_gain=727.812 116.863 74.0998 59.1745 45.4748 36.2712 34.6036 31.7242 27.4179 24.01 18.2167 17.6802 13.3922 14.8296 11.0847 8.49183 7.42915 7.00901 6.91831 6.84776 9.87004 6.62552 6.45263 6.37977 6.12097 6.01825 6.03387 5.81597 5.78897 5.40516
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.10497000000000002 -0.022174999999999997 0.13501500000000002 0.36766000000000004 0.09253500000000002 0.062655000000000016 0.10783500000000001 0.089885000000000007 0.14753000000000002 0.42051500000000003 0.094835000000000017 0.097795000000000007 -0.56176499999999996 0.087135000000000004 0.091440000000000007 0.080930000000000016 0.086915000000000006 -0.059484999999999989 0.40674500000000008 -0.06563999999999999 -0.41942499999999994 0.033845000000000007 0.066275000000000014 0.0067750000000000006 0.016865000000000002 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 8 5 23 7 9 14 11 12 17 13 28 -1 -11 -13 22 -2 25 -21 -16 -5 -3 -14 26 -18 -19 -4 -27
right_child=1 2 10 6 -6 -7 -8 -9 -10 15 -12 16 24 -15 21 -17 19 27 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0043815113269539624 0.0042039425279732368 0.0040475302103107468 0.0025469382026340856 0.0041790690543236936 0.0021189018297731285 0.0021937456806018257 0.0026744683525776166 0.0024361177514208797 0.0024219050629418985 0.0049825633616219448 0.0027949408494560351 0.0043858105384955472 0.0015026427647461173 0.0013338076303728175 0.0036976454137425353 0.0039427990849038204 0.0039768308361423201 0.0039924256829504965 0.0032398232458768403 0.0026289952350385341 0.0039409451412137407 0.002678557137937394 0.0034579015630720618 0.0032006572261529627 0.00073185104399547723 0.0040059966636251196 0.00359794229453172 0.0034160197325756717 0.0016989096371016633 0.0034719679514777961
leaf_weight=26 54 53 38 906 201 45 39 25 69 67 21 45 31 99 29 20 448 355 20 23 22 22 25 26 58 51 101 38 27 137
leaf_count=26 54 53 38 906 201 45 39 25 69 67 21 45 31 99 29 20 448 355 20 23 22 22 25 26 58 51 101 38 27 137
internal_value=0 0.00228319 0.00207809 0.00392745 0.00253032 0.00319722 0.00398228 0.00400482 0.00306295 0.00402234 0.00154169 0.00399317 0.00143767 0.00167501 0.00363739 0.00474354 0.00383254 0.00409351 0.00394337 0.0038007 0.00327039 0.00325804 0.0041597 0.00376881 0.00100033 0.00383308 0.00390713 0.00393669 0.00219468 0.00361684
internal_weight=0 673 599 2448 325 124 2302 2263 146 2238 274 2151 253 164 77 87 827 1324 74 782 45 51 931 79 89 737 549 393 65 188
internal_count=3121 673 599 2448 325 124 2302 2263 146 2238 274 2151 253 164 77 87 827 1324 74 782 45 51 931 79 89 737 549 393 65 188
is_linear=0
shrinkage=0.00140032


Tree=1025
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 1 14 2 0 49 4 150 15 1 13 52 12 1 1 12 49 2 4 4 0 12 43
split_gain=869.953 136.013 84.9777 75.4815 43.6732 31.4388 31.2808 30.5626 26.4026 25.8591 20.1115 14.5952 22.6733 16.3353 12.9255 12.6771 11.5727 11.1551 10.7889 10.1159 10.5599 8.54708 8.23538 7.28086 10.311 7.12719 6.931 6.63451 7.11253 6.43409
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.099185000000000009 0.27834500000000006 0.27287000000000006 0.14285500000000004 0.077845000000000011 0.062655000000000016 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 -0.41396999999999995 0.083135000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087765000000000024 0.089770000000000016 0.14754500000000001 -1.0000000180025095e-35 -0.072814999999999977 0.087675000000000017 -0.50940999999999981 0.053180000000000012 0.14486500000000005 0.099815000000000015 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 9 -4 7 22 -5 11 14 12 16 19 26 -8 -1 -2 -19 20 25 -17 -3 -18 -25 -13 27 28 -6 -10
right_child=1 6 5 8 10 -7 15 -9 29 -11 -12 13 -14 -15 -16 21 23 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0046012037058208149 0.0025118728528001049 0.0025119061300608713 0.0045346857805928188 0.0045896750827572686 0.004855395124978761 0.0029490855687449051 0.0019012782005339154 0.0016300929294326919 0.0031965148439488649 0.0056392657403300369 0.0033345175208556884 0.0058029826601973889 0.0053684883927826894 0.004258108393173139 0.0034460897115997291 0.0015207887507957269 0.0043830346239910542 0.0038401805636625575 0.0028173214791259562 0.0047369139861492323 0.004041853904554831 0.00032462807356761401 0.0035430991786103965 0.0039472376028250062 0.0026144120692381785 0.0049785930218685373 0.0041667212247653998 0.0038418653655988315 0.0043649362876007026 0.0022159360590257187
leaf_weight=46 131 25 121 28 156 34 121 42 49 76 41 23 35 106 28 32 21 33 65 811 25 21 48 28 22 691 114 23 105 20
leaf_count=46 131 25 121 28 156 34 121 42 49 76 41 23 35 106 28 32 21 33 65 811 25 21 48 28 22 691 114 23 105 20
internal_value=0 0.00278565 0.00335384 0.00465594 0.0047079 0.00418688 0.00203068 0.00262026 0.00339648 0.00480676 0.00430907 0.00477177 0.00433971 0.00481142 0.00440286 0.00164102 0.00403196 0.00278999 0.00316175 0.00484926 0.00497256 0.00104684 0.00318995 0.00366315 0.00336079 0.00500515 0.00447017 0.00459198 0.00465808 0.00291229
internal_weight=0 673 384 2448 2351 155 289 115 97 1884 467 1808 152 1656 426 174 117 229 98 1550 739 53 73 71 50 714 398 284 261 69
internal_count=3121 673 384 2448 2351 155 289 115 97 1884 467 1808 152 1656 426 174 117 229 98 1550 739 53 73 71 50 714 398 284 261 69
is_linear=0
shrinkage=0.00145689


Tree=1026
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 52 2 2 14 15 2 2 43 2 52 16 1 48 132 15 48 0 47 16 13 40 1447 42 159 16
split_gain=63.0727 9.58413 8.28516 6.57265 5.7492 5.58208 4.67765 4.36829 4.08887 4.00638 3.73275 5.28341 3.13083 2.83146 3.83446 5.29881 2.98723 2.77378 2.68671 3.53296 4.91862 2.68626 3.20767 2.43252 2.28456 2.853 2.24217 2.12471 3.06216 2.94389
threshold=0.10920500000000001 -0.053259999999999995 0.095950000000000021 -0.16363499999999997 0.11411 1.0000000180025095e-35 0.13404500000000005 0.14753000000000002 0.062655000000000016 0.035560000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078139999999999973 0.089005000000000015 0.4002400000000001 -0.046599999999999996 0.08864000000000001 0.016865000000000002 0.088890000000000011 -0.41942499999999994 0.086665000000000006 -0.036484999999999997 0.089640000000000011 0.13751500000000003 -0.0075049999999999987 -0.063404999999999989 -0.082869999999999985 0.088295000000000012 -0.023324999999999995 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 21 9 8 10 13 -5 -3 -12 -13 14 27 -16 26 -18 19 -9 -21 22 -2 -8 25 -14 -15 28 29 -1
right_child=1 7 3 5 -6 -7 23 18 -10 -11 11 12 24 16 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039273249097143987 0.0045474028702133327 0.0010856966758764407 0.0037040694008386851 0.0018904984103358191 0.0017574796468079865 0.0034581223622551322 0.0014415445474173533 0.0016681532610602766 0.0042782979409849787 0.0033739780444661891 0.0036965364693066667 0.00054512352318553407 0.0029135156807611139 0.0042066585171170404 0.0036619297533288858 0.00092655935810144095 0.0012494386608824038 0.0030563546481566055 0.0019697564746852924 -0.0016347532641889364 0.00087065005165518896 0.0021031176404307157 0.002945766991798545 0.003182568649573747 0.0026157019584200306 0.0012378599805518027 0.0032526327169092716 0.003248806055547344 0.0035833445890112378 0.0055389079298104925
leaf_weight=67 30 84 85 165 70 64 27 24 84 33 26 25 20 39 23 20 21 33 23 20 29 26 51 22 60 66 812 242 807 23
leaf_count=67 30 84 85 165 70 64 27 24 84 33 26 25 20 39 23 20 21 33 23 20 29 26 51 22 60 66 812 242 807 23
internal_value=0 0.00187744 0.00332345 0.00276495 0.00262351 0.00246028 0.00341075 0.00152717 0.00343755 0.00213775 0.0017717 0.00206421 0.00181602 0.00340371 0.00352898 0.00238966 0.00324011 0.00235367 0.000811394 0.000446431 -0.000151964 0.00319007 0.00353897 0.00222323 0.00203364 0.00162755 0.00329635 0.00357199 0.00365918 0.00433917
internal_weight=0 554 2567 347 177 262 2220 377 2171 198 281 197 171 2087 1182 43 905 54 96 73 49 107 81 49 146 86 851 1139 897 90
internal_count=3121 554 2567 347 177 262 2220 377 2171 198 281 197 171 2087 1182 43 905 54 96 73 49 107 81 49 146 86 851 1139 897 90
is_linear=0
shrinkage=0.00388662


Tree=1027
num_leaves=31
num_cat=0
split_feature=1 52 1 1 457 12 2 9 8 2 4 14 124 41 4 150 4 41 159 47 16 1446 123 10 15 49 52 159 0 475
split_gain=51.0889 7.99529 6.71098 6.1883 5.38609 4.64496 4.06176 5.59103 4.40605 3.80704 5.77653 3.60147 3.05784 3.03643 3.29761 2.85281 2.67282 2.54099 2.0833 2.10718 1.98843 1.9731 1.94854 1.89511 1.87 2.95925 1.84299 3.57461 3.38203 2.20165
threshold=0.10920500000000001 -0.26636999999999994 0.095950000000000021 0.14860500000000001 0.080930000000000016 -1.0000000180025095e-35 0.11448000000000001 -1.0000000180025095e-35 0.091215000000000004 0.10644500000000001 -0.07168999999999999 0.062655000000000016 -0.087019999999999986 0.08690500000000001 -0.15764999999999998 0.085395000000000013 0.053180000000000012 0.081560000000000007 0.087225000000000011 0.11043500000000002 -0.11118499999999999 0.11581000000000001 0.11679000000000002 -0.010699999999999999 -0.089964999999999976 -0.048674999999999989 0.26521500000000003 -0.094234999999999985 -0.082974999999999979 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 6 5 12 7 23 15 11 -11 17 -4 14 -8 18 -7 21 19 -9 -5 26 24 -3 -16 -26 29 -28 -29 -1
right_child=1 3 4 20 -6 16 13 8 -10 10 -12 -13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0025192707550178756 0.0033662510986229091 0.0021118824577026894 0.0031199432158576751 0.0010870835505161272 0.0015804807010505889 0.0034254435935731457 0.0028701951510988325 0.0043736060916153225 0.0011452866077011354 0.00098137420771831426 0.0029975482503902177 0.00416028890742295 0.0011084999072565975 0.0029193823278218078 0.0015494267501625415 0.0017898057862369516 0.0024088892868011249 0.0022539374070068216 0.0024503908647891034 0.0027995393959682605 -0.00039716020812000628 0.004505196291479119 -3.6230343279387992e-05 0.00050288620230512591 0.0014507462048013434 -0.00056798252698843539 0.0033458212237932224 0.0028368814724336893 0.00083300680386392059 0.0033585542391168124
leaf_weight=55 50 20 20 34 66 165 21 39 26 27 231 83 36 22 132 25 60 40 29 23 28 23 21 33 30 21 101 38 23 1599
leaf_count=55 50 20 20 34 66 165 21 39 26 27 231 83 36 22 132 25 60 40 29 23 28 23 21 33 30 21 101 38 23 1599
internal_value=0 0.00179312 0.00317419 0.00163706 0.00264077 0.00288981 0.00180823 0.00225321 0.00267989 0.00325756 0.00278655 0.0033195 0.00182687 0.00145692 0.00131392 0.00302385 0.00315436 0.00328236 0.00336287 0.00378968 0.00041678 0.00330473 0.00115372 0.00111005 0.00129027 0.000619505 0.00328952 0.00286968 0.00208132 0.00333065
internal_weight=0 554 2567 504 347 281 442 195 142 2220 258 1962 56 247 225 116 225 1879 91 62 62 1839 204 53 183 51 1816 162 61 1654
internal_count=3121 554 2567 504 347 281 442 195 142 2220 258 1962 56 247 225 116 225 1879 91 62 62 1839 204 53 183 51 1816 162 61 1654
is_linear=0
shrinkage=0.00412451


Tree=1028
num_leaves=31
num_cat=0
split_feature=1 4 12 155 44 4 474 1 157 2 376 12 43 2 1 4 158 13 3 401 457 160 0 402 1444 4 4 0 393 1375
split_gain=41.382 6.49331 5.55295 4.69885 4.32532 4.82274 5.58841 5.66511 3.50163 3.46899 3.75239 3.18172 3.02832 3.01508 3.0128 2.41922 2.60949 2.33441 4.1545 2.68324 2.30515 2.25726 2.22585 2.18304 2.56716 2.74648 2.06673 2.01782 1.85789 1.95844
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.10158500000000002 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.081749999999999975 0.11448000000000001 0.080200000000000007 0.11734000000000001 -0.080554999999999974 0.25063000000000007 0.10658000000000002 0.053180000000000012 0.085030000000000008 0.10820000000000002 -0.12018999999999998 0.085900000000000018 0.084365000000000009 -0.23686999999999997 -0.085669999999999982 0.08865000000000002 -0.082174999999999984 -0.51253999999999988 -0.086254999999999984 0.056435000000000006 0.10585500000000002 0.081895000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 27 7 -7 -2 10 -10 15 -9 17 20 22 -17 18 -3 21 -14 -20 26 24 -24 -26 -4 -1 29 -27
right_child=1 13 11 -5 -6 6 -8 12 9 -11 -12 -13 14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.0036926354762243947 0.00029231102852581546 0.0028211541256206348 0.003946144909813834 0.0039643095366209318 0.0041199698344288865 0.0027753064226908536 -6.5076742849896181e-06 0.0023353054409000419 0.002848468581716434 0.0015054183474505953 0.00094660396517548063 0.0022158984870271001 -0.00028671014903824282 -0.00023725630528097002 0.0023549228450412546 0.0023856694022857451 0.0034929640558648981 0.00017855982484023085 0.0027232764507350371 -0.00023338318060714603 0.0015192028057753272 0.001218062498469299 0.0014953182013248494 0.0034951864516250598 0.0042717562779964911 0.0028388041009165385 0.0032019258867500896 0.0023410802568506858 0.0038372099247175077 0.003825782996225414
leaf_weight=60 21 34 75 22 27 179 20 59 111 103 22 87 29 24 22 175 48 28 20 20 22 149 22 130 27 929 553 29 37 37
leaf_count=60 21 34 75 22 27 179 20 59 111 103 22 87 29 24 22 175 48 28 20 20 22 149 22 130 27 929 553 29 37 37
internal_value=0 0.00164608 0.0029139 0.00209827 0.00248778 0.00238285 0.00214909 0.00228771 0.00193853 0.00208501 0.00253387 0.00300375 0.00162651 0.00118732 0.00105365 0.00303747 0.00262401 0.00132354 0.0014673 0.00122375 0.000492311 0.00139619 0.00308841 0.00298087 0.00291731 0.00294769 0.00329081 0.00325224 0.00291204 0.00287661
internal_weight=0 554 2567 279 447 420 331 311 257 236 133 2120 132 275 73 2033 223 251 223 189 51 169 1810 1182 1052 1030 628 89 1003 966
internal_count=3121 554 2567 279 447 420 331 311 257 236 133 2120 132 275 73 2033 223 251 223 189 51 169 1810 1182 1052 1030 628 89 1003 966
is_linear=0
shrinkage=0.004207


Tree=1029
num_leaves=31
num_cat=0
split_feature=1 12 1 3 4 39 1375 484 43 132 14 15 2 149 0 1427 160 3 15 1 43 13 3 50 42 1209 12 43 13 49
split_gain=33.6792 7.96156 4.45443 3.62185 3.26176 3.16132 2.93543 4.69 3.18862 2.84564 2.43484 2.2146 2.18569 2.13459 2.78396 4.28473 4.33435 2.20497 2.09909 3.09611 1.92026 3.03454 1.99594 1.89936 1.88443 2.11271 1.98543 1.85618 4.21243 2.04736
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.31299000000000005 0.053180000000000012 0.087880000000000014 -0.096099999999999977 -0.011244999999999998 -0.078654999999999989 0.10365500000000001 -0.10708499999999999 -0.12255999999999999 0.121465 0.079625000000000015 -0.068604999999999985 0.080970000000000014 -0.081069999999999989 -0.065229999999999996 -0.41396999999999995 0.13707500000000003 -0.52440999999999993 0.030370000000000005 -0.15447499999999995 0.12394500000000001 0.088295000000000012 0.087170000000000011 0.092995000000000008 -0.11720999999999999 -0.0072999999999999992 0.0093850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 13 12 -4 -8 27 18 -10 -1 -2 14 20 16 -16 -18 -5 -20 -3 22 -22 -14 26 -26 -24 -9 29 -29
right_child=3 4 6 9 -6 -7 7 8 10 -11 -12 -13 23 -15 15 -17 17 -19 19 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0034951452187144639 0.0021896863304798528 0.0037143044075041054 0.00029960480251523886 0.0010550015596099403 0.0020976533573437029 0.0009354675700721846 0.0034528173052299125 0.0022059420872975592 0.0032599251150013746 0.0015465073573419589 0.0018271490572508747 0.0022776491873993682 0.00093295873534649692 0.0037273038485021669 0.00054601052286219818 0.0039187659396811517 0.002411309150855764 0.0015075581778061951 0.00058716482073614457 -0.001452276841497445 0.0037321644483883794 0.0021036742878828346 0.0026666242980897003 0.0023189091220277712 0.0023667783428024118 0.0036282370602930508 0.0032719519354830482 0.0018385821903079407 -0.00044038459737896839 0.00036722585090191636
leaf_weight=26 82 23 21 22 275 133 24 21 20 28 172 171 59 23 26 20 189 52 23 22 25 177 814 20 446 21 91 50 25 20
leaf_count=26 82 23 21 22 275 133 24 21 20 28 172 171 59 23 26 20 189 52 23 22 25 177 814 20 446 21 91 50 25 20
internal_value=0 0.00238803 0.00197012 0.00116571 0.00249337 0.00137889 0.00170883 0.00179797 0.00166902 0.000505968 0.0019764 0.00243833 0.0017452 0.00255043 0.00253606 0.00218363 0.00205366 0.00221631 7.11154e-05 -0.000409896 0.0025994 0.00258311 0.00264385 0.00128383 0.00262402 0.0024235 0.00272749 0.00116025 0.000929095 0.00141819
internal_weight=0 2732 550 389 2182 294 353 332 308 95 192 197 161 1907 1884 287 267 241 67 45 1597 1574 1397 79 1372 467 905 116 95 70
internal_count=3121 2732 550 389 2182 294 353 332 308 95 192 197 161 1907 1884 287 267 241 67 45 1597 1574 1397 79 1372 467 905 116 95 70
is_linear=0
shrinkage=0.00388662


Tree=1030
num_leaves=31
num_cat=0
split_feature=1 4 9 44 3 155 2 2 0 14 1 13 1429 157 0 13 376 48 52 2 0 13 4 13 13 3 401 12 1 42
split_gain=27.4938 4.85886 3.75752 3.84406 3.93988 3.39291 3.13695 3.79847 3.86898 5.06009 3.84151 4.64701 3.02953 2.86128 2.83777 2.56 2.79301 2.29894 2.8892 2.26748 2.22749 2.05707 2.69836 1.87202 1.8377 3.10053 2.19972 1.90047 1.84792 1.82187
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 0.10158500000000002 -0.13033999999999998 0.08647500000000001 -0.13027499999999997 0.062655000000000016 0.081670000000000006 -0.017449999999999997 0.084545000000000009 -0.081749999999999975 -0.10836499999999999 -0.28558999999999996 0.080200000000000007 0.093265000000000015 0.13140000000000004 0.25063000000000007 -0.097734999999999989 0.10002500000000002 -0.0083799999999999986 0.17001000000000002 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.094384999999999983 0.13534000000000004 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 6 13 -4 12 9 10 -9 -12 20 -2 -6 -15 -17 21 -19 24 -8 29 23 -23 25 -3 27 -27 -29 -10
right_child=1 19 3 -5 14 -7 7 8 17 -11 11 -13 -14 15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00079817103549542905 8.6338713862948625e-05 0.0021252280232232504 0.00099655845949703269 0.0035586897459571137 0.0003242394550760479 0.0029932866938546269 0.002883082636053079 0.0024964693114931753 0.002276421035912531 0.0027520010453258663 -0.00050526551784425215 0.0013145782332904343 0.0010271554850738115 0.00086671135672011063 0.001936062083018931 0.0020123542191374088 0.00078334064603576925 0.0019555754089369401 0.000584816318640007 -0.00027555970669989422 0.0023274192988344657 0.0013231563791580145 0.0006004074385498997 0.0024062048122361411 3.0252555668540753e-05 0.0017423978775173651 -0.00031962106545404585 0.0011787244300812082 0.00025428141814631984 0.0015508509472111666
leaf_weight=30 21 34 33 28 29 22 120 26 967 38 27 83 24 59 35 144 33 97 29 24 824 37 25 62 28 40 20 75 54 53
leaf_count=30 21 34 33 28 29 22 120 26 967 38 27 83 24 59 35 144 33 97 29 24 824 37 25 62 28 40 20 75 54 53
internal_value=0 0.00120282 0.0021388 0.00215465 0.00213899 0.0015571 0.00216342 0.00217938 0.00205557 0.00152271 0.00117924 0.000867889 0.00236407 0.00143416 0.0012057 0.00155409 0.00178322 0.00212858 0.00164008 0.000843383 0.00239805 0.00218238 0.00171897 0.00200143 0.000950374 0.0010659 0.000875339 0.00101675 0.000791748 0.00223872
internal_weight=0 554 2567 2537 2509 279 2445 2412 1444 174 136 110 968 257 64 236 177 1270 126 275 944 1144 124 99 251 223 189 169 129 1020
internal_count=3121 554 2567 2537 2509 279 2445 2412 1444 174 136 110 968 257 64 236 177 1270 126 275 944 1144 124 99 251 223 189 169 129 1020
is_linear=0
shrinkage=0.00381041


Tree=1031
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 2 2 4 1 1429 47 0 51 0 4 13 47 43 14 15 0 10 49 0
split_gain=861.641 145.36 84.4451 68.8837 52.2787 42.5792 30.7852 29.1151 25.9203 25.5989 21.9348 21.322 16.1215 13.1884 11.6853 17.1361 8.50778 8.97485 8.4911 8.05844 8.91812 8.57738 8.94467 7.18227 6.84997 6.69399 6.65005 6.36076 6.0692 10.9474
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.092235000000000025 0.14753000000000002 0.27834500000000006 0.080270000000000022 0.084690000000000015 0.090100000000000013 -0.23091999999999999 0.11144500000000002 0.18019500000000002 -0.013125 -0.077799999999999994 0.089785000000000018 0.066275000000000014 -0.23083499999999998 -0.41942499999999994 -0.026509999999999995 -0.39453499999999991 0.082865000000000008 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 11 12 -6 -5 14 13 -4 18 28 17 -3 -1 20 23 -22 -23 -13 -19 -14 -7 -27 29 -16
right_child=1 2 8 10 9 26 -8 -9 -10 -11 -12 19 25 -15 15 -17 -18 24 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0039567926033319979 0.0037455030709160901 0.0024192714517102575 0.0019160277001523673 0.0034230276629353676 0.0033591938149368206 0.0029995416517293195 0.002117072015098879 0.0045905627873068415 0.0022104945271166783 0.0017126097805049939 0.0020194037442947971 0.0038116797224554263 0.00097927507546529497 0.00098040650117037524 0.0029846910974615929 0.0024643323375250683 0.0024514962055301507 0.002160362771289902 0.0032001470432740549 0.0026694150329750316 0.003747738630108756 0.0031463084184576722 0.0040701411029009371 0.0032604919514623021 0.0014333449766513724 0.00075699932089524219 0.0019534687686312709 -0.00021506340936996863 0.004482993232744429 0.0037589988072742652
leaf_weight=951 76 28 40 34 81 22 22 84 37 24 61 295 32 113 39 22 33 31 30 20 96 193 23 55 141 22 26 33 20 437
leaf_count=951 76 28 40 34 81 22 22 84 37 24 61 295 32 113 39 22 33 31 30 20 96 193 23 55 141 22 26 33 20 437
internal_value=0 0.00191849 0.00169271 0.00369062 0.00216245 0.00373817 0.00376557 0.00378158 0.00111953 0.00298283 0.00252175 0.00375042 0.000951336 0.00122501 0.00384381 0.00367367 0.00179275 0.00168406 0.00393365 0.00354515 0.00357161 0.00339947 0.00324468 0.00372506 0.00156438 0.000470042 0.00243292 0.000173762 0.00372731 0.00369556
internal_weight=0 691 615 2430 338 2335 2287 2265 277 105 95 2181 240 153 1499 518 233 200 981 682 662 312 216 350 172 87 48 55 496 476
internal_count=3121 691 615 2430 338 2335 2287 2265 277 105 95 2181 240 153 1499 518 233 200 981 682 662 312 216 350 172 87 48 55 496 476
is_linear=0
shrinkage=0.00140032


Tree=1032
num_leaves=31
num_cat=0
split_feature=1 155 15 1 4 51 157 15 11 3 133 133 3 4 376 2 15 4 16 403 2 132 1 160 123 13 43 133 2 42
split_gain=26.428 4.58801 3.51548 3.31722 3.65844 4.38792 3.31653 3.31451 4.31278 3.1809 3.09734 3.06699 2.90852 2.83823 3.86646 4.43337 2.837 2.3725 4.35062 2.35476 2.23765 2.1777 2.09937 1.9507 2.40959 1.93269 2.78126 2.21813 1.91098 1.9096
threshold=0.10920500000000001 0.084785000000000013 0.024640000000000006 0.092845000000000025 -0.17966999999999997 0.10614000000000001 -0.0091799999999999989 -0.11033999999999998 0.077695000000000014 0.31370500000000007 0.076280000000000014 0.10995500000000001 0.099930000000000005 0.41257000000000005 0.083705000000000016 1.0000000180025095e-35 -0.0072999999999999992 -0.04890499999999999 -0.008904999999999998 -0.087914999999999979 0.087675000000000017 0.10365500000000001 0.11588000000000001 0.058535000000000011 0.082585000000000006 0.054800000000000008 -0.050459999999999998 0.11269500000000002 0.15950500000000004 0.090690000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 7 -5 16 -4 -1 10 13 12 -12 19 14 15 22 23 -17 -19 -9 -21 28 -2 29 -25 27 -27 -8 -11 -6
right_child=1 -3 6 4 5 -7 25 8 -10 21 11 -13 -14 -15 -16 17 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.002517180337023384 0.0030335300793405849 0.0024794905656573981 0.0035648014704010743 0.0023629799221927274 0.0018301928570042944 0.0029625966860043805 0.0023462080393049788 0.00055578490109507619 0.00044364025582581482 0.00051820054112427572 0.0023471983294084046 0.0014741320652545719 0.00034686385351522593 0.00084446487221519391 0.0002006790421285118 0.0022133514295132354 -2.2921781580107325e-05 0.0014289637821214196 -0.00042784648566639128 0.0022569494703186576 0.0016789487490552839 0.0013343337654427186 0.0018534403159866507 -0.00025601516647716122 0.0013522891520898316 0.0020027682972280593 0.00051750438015512462 0.001919374034730022 -0.00080892659649487765 0.00074873233941116595
leaf_weight=174 33 35 26 70 113 23 753 20 27 50 381 69 20 182 30 23 24 57 27 155 261 29 65 21 38 109 22 231 23 30
leaf_count=174 33 35 26 70 113 23 753 20 27 50 381 69 20 182 30 23 24 57 27 155 261 29 65 21 38 109 22 231 23 30
internal_value=0 0.00114419 0.00206185 0.00193572 0.00159336 0.001377 0.00221949 0.00203437 0.00194433 0.00105414 0.00198905 0.00221333 0.00176773 0.00120168 0.00147833 0.0016653 0.00121564 0.00112903 0.000832132 0.00183291 0.00189431 0.000450984 0.00225082 0.00136279 0.000779842 0.00218812 0.00175333 0.00224601 0.000100065 0.00160331
internal_weight=0 554 2567 1426 319 249 1141 1107 933 519 906 450 456 417 235 205 226 107 84 436 416 102 98 202 59 1115 131 984 73 143
internal_count=3121 554 2567 1426 319 249 1141 1107 933 519 906 450 456 417 235 205 226 107 84 436 416 102 98 202 59 1115 131 984 73 143
is_linear=0
shrinkage=0.00381041


Tree=1033
num_leaves=31
num_cat=0
split_feature=1 2 0 106 2 44 10 2 10 14 11 11 41 4 2 13 48 48 0 51 49 52 12 4 0 391 15 1429 4 457
split_gain=21.4209 5.72041 4.00257 3.26175 3.16569 2.90105 2.34421 3.52855 3.30085 2.18906 2.86568 2.21568 2.68549 2.08528 2.01392 1.87853 1.86049 4.19748 1.85772 3.92402 3.12145 4.80227 2.25196 2.0399 2.60826 1.87802 1.81983 1.77914 1.62972 1.62477
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.15609500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.076975000000000002 0.08776500000000001 0.075910000000000019 0.07882500000000002 0.42642000000000008 -0.090999999999999984 -0.11122999999999998 -0.065739999999999979 0.078735000000000013 -0.11173999999999999 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 0.085495000000000015 0.033845000000000007 -0.10011499999999998 -1.0000000180025095e-35 -0.094549999999999981 -0.087914999999999979 0.50996500000000011 0.045365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 15 9 7 8 -2 10 14 -11 -13 16 -1 -4 -3 -18 19 -16 26 22 -22 24 -20 -26 -21 -27 -8 -19
right_child=6 2 4 -5 -6 -7 28 -9 -10 11 -12 12 -14 -15 18 -17 17 29 23 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0010388082702451657 0.00060480575659909016 0.0017231468133721275 0.0008723768951699062 0.00057394254266693269 0.00019622796084801581 0.0033761694177613833 -0.0007505858286083291 0.00066840488325575125 0.0020391768952790802 0.0016344224112328563 0.00045810258844625429 0.0036810566544406044 0.0019740872635691598 0.0021227897753477512 -1.4449678581788505e-05 0.0018179028397978996 -0.00074900681367944335 0.0013406210949790042 0.0031466940192016648 0.00024986520211943983 0.0039075461736524904 0.00086370806730176391 0.0022023154825680075 0.0015049557519065206 0.0029899559705561444 0.0028334947115045712 0.0016563327501790764 0.0019396586492590958 0.0006766008914967889 0.00018442565816755374
leaf_weight=38 36 26 33 26 20 20 21 209 66 27 20 32 23 20 21 404 26 60 28 22 22 22 23 134 26 33 34 1598 26 25
leaf_count=38 36 26 33 26 20 20 21 209 66 27 20 32 23 20 21 404 26 60 28 22 22 22 23 134 26 33 34 1598 26 25
internal_value=0 0.0018227 0.00149833 0.00191537 0.00167866 0.0019318 0.00083208 0.000951946 0.00153293 0.00191806 0.0018933 0.00252838 0.00296723 0.000973448 0.00190764 0.0017465 0.000805661 0.000590754 0.00192446 0.00150785 0.00176775 0.0023227 0.00303598 0.00195744 0.00199343 0.00197394 0.00110379 0.00195774 3.89217e-05 0.00100056
internal_weight=0 2763 614 2149 457 2123 358 311 102 2103 2021 82 55 157 2001 437 137 111 1963 144 123 67 45 1819 1685 1657 56 1631 47 85
internal_count=3121 2763 614 2149 457 2123 358 311 102 2103 2021 82 55 157 2001 437 137 111 1963 144 123 67 45 1819 1685 1657 56 1631 47 85
is_linear=0
shrinkage=0.00381041


Tree=1034
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 43 16 4 2 11 2 0 1 34 12 11 150 3 43 11 4 15 13 4 16 31 132
split_gain=600.557 81.2766 62.4135 38.4988 36.9121 28.8188 22.9095 22.0699 17.4189 16.843 13.479 12.4382 11.372 11.3713 10.3728 9.91163 9.83255 9.75879 8.92479 8.90358 8.30955 8.60262 8.19249 8.91572 7.68611 7.68267 6.69087 6.50591 6.20554 5.42312
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.085505000000000012 0.40124500000000002 0.090285000000000018 -0.066504999999999995 -0.061854999999999993 0.033845000000000007 0.10803500000000001 1.0000000180025095e-35 0.13754500000000003 -0.12333499999999999 0.087325000000000014 -1.0000000180025095e-35 0.13597000000000004 0.080150000000000013 0.093200000000000019 0.095270000000000007 -0.083134999999999987 0.080455000000000013 -0.15464999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0070899999999999991 -0.073849999999999985 -0.08076499999999999 0.082230000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 8 13 26 12 15 -7 17 19 14 16 -4 24 28 22 -14 -10 21 -6 23 -9 -1 -18 -5 -25 -3 -2
right_child=1 5 7 6 20 9 -8 10 11 -11 -12 -13 18 -15 -16 -17 25 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0032947465529367726 0.0018620548631405553 0.0012425796432338266 0.0023734973673219619 0.0033705269588217819 0.0020210033731814557 0.0013033080943196408 0.0017362857436938421 0.0024446683667303654 0.0032247024757835058 0.0024754094219002218 0.0027304304428017096 0.0022542474828739002 0.0042290068338252029 0.00066430746678495058 0.003295659350211208 0.0019284544383555095 0.0011817080329127236 0.0024006321186644513 0.0033962562004393312 0.0023550874958993551 0.0024071861439881222 0.00097826913801641528 0.0035738519343763066 0.0032856666190665463 0.0022196815772567756 0.0020179820016741554 0.0026746233800555345 0.0030328737978330463 0.00024346398288839 0.001175775032672207
leaf_weight=23 157 20 20 46 35 41 29 31 193 38 171 29 37 102 1037 42 43 29 47 21 39 20 67 285 20 30 43 385 20 21
leaf_count=23 157 20 20 46 35 41 29 31 193 38 171 29 37 102 1037 42 43 29 47 21 39 20 67 285 20 30 43 385 20 21
internal_value=0 0.00168436 0.00310531 0.00215351 0.00266006 0.00121202 0.0027153 0.0031944 0.00286087 0.0018671 0.00305354 0.00303373 0.00331391 0.000971317 0.00327821 0.00236668 0.00124844 0.00312286 0.00376306 0.00313937 0.00195937 0.00164183 0.00315014 0.00310964 0.00279472 0.00152538 0.0030343 0.00314041 0.000743022 0.00178109
internal_weight=0 590 2531 296 422 294 118 2109 328 79 968 243 1141 215 1057 85 113 797 84 214 94 55 768 701 43 73 89 670 40 178
internal_count=3121 590 2531 296 422 294 118 2109 328 79 968 243 1141 215 1057 85 113 797 84 214 94 55 768 701 43 73 89 670 40 178
is_linear=0
shrinkage=0.00126831


Tree=1035
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 47 14 1 0 2 2 4 4 49 0 15 16 0 4 475 4 43 2 1 47 4 0 16 3
split_gain=949.241 115.65 97.7702 69.6184 61.6759 33.5634 33.5424 29.455 28.6665 25.0165 23.8576 19.7149 18.9564 15.4753 13.7219 13.3564 11.1999 10.4664 10.1143 12.1396 8.27563 8.14946 7.72373 17.1235 7.55067 8.81042 6.58146 6.46507 5.82365 5.62187
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.12958500000000003 0.076975000000000002 0.09253500000000002 -0.13027499999999997 0.13501500000000002 0.14753000000000002 0.40945500000000007 0.033845000000000007 -1.0000000180025095e-35 -0.11173999999999999 -0.097454999999999986 -0.040964999999999994 -0.079119999999999982 -0.55119499999999988 -0.066784999999999983 -0.020529999999999996 -0.04890499999999999 0.11177500000000001 0.083345000000000016 0.089785000000000018 -0.03898999999999999 -0.074824999999999989 -0.12029499999999999 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 7 26 11 13 -4 14 20 12 -3 15 -6 16 -1 -8 -17 -20 -11 -18 27 -24 28 -26 -5 -2 -15 -21
right_child=1 6 8 5 9 -7 17 -9 -10 10 -12 -13 -14 24 -16 18 21 -19 19 29 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0042138754538395525 0.0010269691753436643 0.0019826567851445082 0.0035565010147907221 0.0042307285673501968 0.0017853565624195349 0.0019209924721418875 0.0015730601297602215 0.0048021747911114838 0.0020127023612101728 0.0040570370878763029 0.0025569128208510626 0.00041212969397521899 0.0009265185293640568 0.0039412104868453398 0.0031725848465780624 0.004042747610676879 0.003699991184762573 0.0028949769157722506 0.0047826058185501917 0.0032003981258356537 0.0035185254544472491 0.0026207330145007713 0.0032033115770673838 0.0018120108507858389 0.0023472553612402408 0.0034809165730637194 0.0034063307830656548 0.0018543377753299705 0.0032353012481339096 0.0037871576898650511
leaf_weight=23 31 48 34 27 27 29 23 75 77 68 47 85 109 75 29 1175 23 24 23 35 316 34 22 82 20 41 64 46 33 376
leaf_count=23 31 48 34 27 27 29 23 75 77 68 47 85 109 75 29 1175 23 24 23 35 316 34 22 82 20 41 64 46 33 376
internal_value=0 0.00179828 0.00377066 0.00240577 0.0038296 0.00323286 0.00116557 0.00394181 0.00248558 0.00338422 0.00349863 0.000955327 0.00124941 0.00390708 0.00250374 0.00394751 0.00338905 0.00224808 0.00397527 0.00379259 0.00361389 0.00305622 0.00185742 0.00210632 0.00350307 0.00310922 0.00365093 0.00152124 0.00372552 0.00373719
internal_weight=0 590 2531 301 2420 120 289 1933 111 487 431 242 157 1858 56 1689 80 47 1609 434 384 57 181 104 169 61 91 77 108 411
internal_count=3121 590 2531 301 2420 120 289 1933 111 487 431 242 157 1858 56 1689 80 47 1609 434 384 57 181 104 169 61 91 77 108 411
is_linear=0
shrinkage=0.00140032


Tree=1036
num_leaves=31
num_cat=0
split_feature=1 4 9 44 3 150 4 12 0 0 2 1 147 16 1451 483 151 14 15 1 150 51 12 4 16 16 0 14 3 157
split_gain=24.6801 4.26977 3.28266 3.22243 3.3621 2.98041 2.89182 2.86267 3.9805 2.62105 2.18691 2.16913 2.05481 2.17549 1.82872 1.81752 1.76089 1.77381 2.25703 1.72893 1.91454 1.59699 2.70144 1.71215 3.71166 3.05923 2.98704 5.73733 5.25533 2.85658
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 0.084680000000000019 0.042705000000000007 -0.086254999999999984 -0.077639999999999987 -0.11013499999999998 0.25063000000000007 0.094465000000000007 0.088610000000000008 -0.44310499999999992 0.089825000000000002 0.058525000000000008 0.050660000000000004 -0.45687499999999998 -0.56368999999999991 0.14262000000000002 -1.0000000180025095e-35 -0.22411499999999998 0.13597000000000004 -0.49405499999999997 0.0057500000000000008 0.19444000000000003 -0.11173999999999999 0.062655000000000016 0.083060000000000009 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 6 19 7 8 11 -6 16 -4 13 -8 21 -15 17 -3 -19 20 -2 -9 23 25 26 -23 27 28 -25 -27
right_child=1 10 3 -5 9 -7 12 14 -10 -11 -12 -13 -14 15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.0006933902420801593 0.00067011266800555262 0.0013143153131514413 0.0028238681379701802 0.0032467712884557774 0.00021042054353632883 0.00078133613257609484 0.0021850258215225064 0.0026654366278437702 -0.0001235556303754433 0.0017648426047254956 -0.00037617362157201477 0.0011808538882398861 0.00052282483623071919 0.0013879195088024147 0.0030949049284454203 0.002408985258875783 0.0018840040099493294 0.0016237043942700132 0.00036459297122868809 0.00068745433402177692 0.0019237324066626478 0.0036304417791545424 0.0006906928077489449 -0.00086069366125177138 0.001605131057298505 0.0027821756925451766 0.0021258132993336744 0.0025848747356860004 0.0014789504481433028 0.0014588546033481049
leaf_weight=30 20 57 20 28 28 82 103 57 21 36 24 28 22 199 24 29 21 24 149 24 153 26 22 20 285 50 1407 41 46 45
leaf_count=30 20 57 20 28 28 82 103 57 21 36 24 28 22 199 24 29 21 24 149 24 153 26 22 20 285 50 1407 41 46 45
internal_value=0 0.00105965 0.00194645 0.00196127 0.00194692 0.00139176 0.00196949 0.00202332 0.0012601 0.00108478 0.00072271 0.00186544 0.00165047 0.00172542 0.00204935 0.00151779 0.000827782 0.000731344 0.000539267 0.00164585 0.00177881 0.0020368 0.00201834 0.00203356 0.00200405 0.0024723 0.00207914 0.0014654 0.000769967 0.00215534
internal_weight=0 554 2567 2537 2509 279 2445 2092 69 64 275 48 353 331 2023 228 251 230 173 197 173 1999 1942 1920 1799 121 1514 107 66 95
internal_count=3121 554 2567 2537 2509 279 2445 2092 69 64 275 48 353 331 2023 228 251 230 173 197 173 1999 1942 1920 1799 121 1514 107 66 95
is_linear=0
shrinkage=0.00381041


Tree=1037
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 14 0 4 1 2 0 4 2 156 50 48 151 4 0 15 16 2 15 47
split_gain=850.28 141.546 88.7485 68.9091 47.6916 40.6601 37.0191 28.5679 27.3442 26.5173 21.05 20.4225 24.4501 20.7329 18.5903 15.6604 12.8577 12.6615 10.0295 8.74215 7.90664 7.817 7.38319 7.14949 11.1972 6.76329 6.71951 6.26518 6.23723 6.16416
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 -1.0000000180025095e-35 -0.13027499999999997 0.0061450000000000003 0.083135000000000014 0.14753000000000002 -0.079119999999999982 0.42051500000000003 0.094835000000000017 -0.0071349999999999998 0.10883000000000001 0.093265000000000015 -0.088784999999999989 -0.49405499999999997 -0.060129999999999996 -0.059484999999999989 -0.059624999999999991 0.09580000000000001 -0.41942499999999994 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 22 6 8 18 11 15 -6 -5 14 16 -13 17 20 -4 -1 -18 -14 23 -3 -21 -25 -20 -15 -26 -17 -24
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 12 13 26 -16 28 19 -19 25 21 -22 -23 29 24 27 -27 -28 -29 -30 -31
leaf_value=0.0044343002198949837 0.0041267098905815505 0.0027716494543386112 0.002158474887306379 0.0053200896368736563 0.0037073432472846091 0.0021555438824068301 0.0027717613502485799 0.0024760416600493481 0.0049582429769091003 0.0026168786857062535 0.0022591859657477625 0.0042659681183552754 0.0043514176150380923 0.0040084847236990292 0.0029494714084244427 0.001360495279134539 0.0046752443684107492 0.0013155268100643151 0.0038097936048009868 0.0044258457819192016 0.0039848078436289756 0.0033408508067199541 0.0020216139434718087 0.0041008766392172354 0.0028687195875915735 0.0027801651831013069 0.0035561628187969893 0.0037449807451794773 0.00058294911025593961 0.0028257810808088452
leaf_weight=26 76 40 54 29 81 20 37 67 86 37 26 33 1024 139 58 32 42 99 29 85 130 32 170 351 20 22 120 80 55 21
leaf_count=26 76 40 54 29 81 20 37 67 86 37 26 33 1024 139 58 32 42 99 29 85 130 32 170 351 20 22 120 80 55 21
internal_value=0 0.00232382 0.00210103 0.00408423 0.00258259 0.00414341 0.00416096 0.00314468 0.00418402 0.00151342 0.00335545 0.00415295 0.00413694 0.00416888 0.00342688 0.0013433 0.0042232 0.00161304 0.00372649 0.00405876 0.00431012 0.00401318 0.0022246 0.00405332 0.00398311 0.00336564 0.00379891 0.00356973 0.000868943 0.00211003
internal_weight=0 691 615 2430 338 2286 2266 144 2229 277 107 2143 2114 2023 91 240 1764 153 77 610 1154 568 231 536 451 51 259 100 87 191
internal_count=3121 691 615 2430 338 2286 2266 144 2229 277 107 2143 2114 2023 91 240 1764 153 77 610 1154 568 231 536 451 51 259 100 87 191
is_linear=0
shrinkage=0.00140032


Tree=1038
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 16 4 43 150 0 2 2 4 0 12 11 0 1 4 15 2 1 43 4 43 2 0
split_gain=754.492 92.6625 79.77 55.5071 49.8723 29.7217 26.0434 24.663 19.9865 19.3515 18.6499 16.8927 14.3182 13.128 11.1641 11.536 11.1015 17.5848 10.3792 10.2561 9.54919 9.3888 15.6925 10.7549 7.69133 7.29391 6.52049 6.01595 12.1374 8.43106
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.085505000000000012 0.40124500000000002 -0.061854999999999993 0.033845000000000007 -0.04890499999999999 1.0000000180025095e-35 -0.23194499999999998 0.13754500000000003 -1.0000000180025095e-35 0.50822500000000004 -0.097024999999999986 0.13597000000000004 1.0000000180025095e-35 -0.12333499999999999 0.086105000000000015 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.096255000000000021 -0.090299999999999991 -0.0070899999999999991 -0.079914999999999986 0.11177500000000001 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 12 18 13 26 -8 16 25 -12 -1 14 -3 -16 -7 -18 19 -4 -20 23 -23 -14 -13 -6 -5 29 -29 -2
right_child=1 6 5 7 10 9 8 -9 -10 -11 11 24 21 -15 15 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0039652933449491005 0.00081005097410104699 0.00096929587057918991 0.00249684491057902 0.0033332259221810307 0.0024974296095501914 0.0037585619552717498 0.001222071162273615 0.0018125685197402221 0.0024006718240867221 0.0027182167693832922 0.0028427906094926139 0.0025050093354310075 0.0035756147021306583 0.00071224801965525124 0.0021781397648272349 0.0010358397226249596 0.0031464145044613435 0.0021667295315936906 0.0039761494258038228 0.0033273621527735819 0.0031187824512417263 0.0030268171385389362 0.0020072847183315512 0.0025843774687880467 0.0015404440392189757 0.0017082474528273518 0.0027181897190997782 0.0025265112049532609 0.0016744331418805953 0.0017795566424016233
leaf_weight=22 20 64 20 46 20 37 39 29 37 171 93 20 52 101 28 20 735 25 60 1037 24 76 27 20 24 68 45 28 104 29
leaf_count=22 20 64 20 46 20 37 39 29 37 171 93 20 52 101 28 20 735 25 60 1037 24 76 27 20 24 68 45 28 104 29
internal_value=0 0.00168316 0.0031257 0.00212925 0.00266979 0.00321693 0.00121855 0.0027351 0.00179586 0.00306887 0.00230027 0.00256533 0.00309183 0.00101257 0.00128339 0.00170218 0.0031441 0.00311419 0.00334253 0.00331165 0.00373119 0.00298202 0.00275956 0.00330027 0.00197888 0.00188761 0.00302909 0.00172758 0.00185518 0.00138384
internal_weight=0 590 2531 301 422 2109 289 120 76 968 225 137 197 213 112 48 797 760 1141 1057 84 175 103 72 44 88 91 181 132 49
internal_count=3121 590 2531 301 422 2109 289 120 76 968 225 137 197 213 112 48 797 760 1141 1057 84 175 103 72 44 88 91 181 132 49
is_linear=0
shrinkage=0.00114875


Tree=1039
num_leaves=31
num_cat=0
split_feature=1 4 97 2 150 0 14 2 0 2 2 4 3 159 52 160 160 43 13 402 3 12 0 401 13 0 1 42 12 133
split_gain=27.8894 4.43471 3.32278 3.14436 3.02127 2.71648 2.26416 2.69704 2.1902 2.06228 1.90382 1.90263 3.03378 1.78798 4.0196 2.18703 2.21279 1.76253 2.49678 2.01658 2.64081 2.02141 2.50585 1.74702 2.01554 2.80923 2.29365 1.93922 1.72262 1.99939
threshold=0.10920500000000001 0.27287000000000006 -0.0047149999999999996 0.10005000000000001 0.084680000000000019 -0.13027499999999997 -1.0000000180025095e-35 -0.13033999999999998 0.14486500000000005 0.25063000000000007 0.14285500000000004 -0.082249999999999976 0.092670000000000016 -0.085489999999999997 0.11277500000000001 -0.10466499999999999 -0.019279999999999995 -0.05647499999999999 -0.010739999999999998 0.089785000000000018 -0.080884999999999985 -0.07983999999999998 -0.13843999999999998 0.080190000000000011 -0.088464999999999988 -0.090809999999999988 0.076935000000000017 0.083235000000000017 0.086505000000000012 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 6 10 -5 -4 -8 -7 17 -2 13 23 -9 15 -15 -17 18 -3 20 -19 -22 -23 24 25 26 27 -13 29 -26
right_child=1 9 3 5 -6 8 7 11 -10 -11 -12 12 -14 14 -16 16 -18 19 -20 -21 21 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0007889952868072158 0.0020910011201183132 0.0009604989046736285 0.0037807810752450276 0.0014263697016236709 0.0009426515709643772 0.0022712665612201798 0.0010742152970656194 0.0036484349489543763 0.0011076989897444106 -0.00033483150526618372 0.00086437343915398508 0.003799300774320924 0.0010034688076845195 0.0040057967742620449 0.00077611724097635096 0.0015359395611432593 0.0026722608932816237 0.0024873738869607563 -0.00062374466553261369 0.00012464013231129834 0.0021200611679980425 0.0015603965959007735 1.0992990633264236e-05 0.0027777282327860076 0.0027656082200495881 0.0010593466849264884 0.0013627837118387646 0.0022454092746174944 0.002246921639682843 0.0019050477976120532
leaf_weight=26 170 62 22 105 82 431 28 30 32 24 27 21 31 21 22 34 439 34 26 25 27 37 40 163 290 54 35 50 673 60
leaf_count=26 170 62 22 105 82 431 28 30 32 24 27 21 31 21 22 34 439 34 26 25 27 37 40 163 290 54 35 50 673 60
internal_value=0 0.00125362 0.00231525 0.00233086 0.00163479 0.00204953 0.00241186 0.00239642 0.00219085 0.00086691 0.00192288 0.00241567 0.00233068 0.00263003 0.00257082 0.00265074 0.00259058 0.000981818 0.000492427 0.00124603 0.00144918 0.00110977 0.000755512 0.00236124 0.00230386 0.00185599 0.00226182 0.00270501 0.00237391 0.00261808
internal_weight=0 554 2567 2541 279 568 1973 1951 463 275 197 1923 1377 546 516 494 473 251 88 163 138 104 77 1346 1183 160 106 71 1023 350
internal_count=3121 554 2567 2541 279 568 1973 1951 463 275 197 1923 1377 546 516 494 473 251 88 163 138 104 77 1346 1183 160 106 71 1023 350
is_linear=0
shrinkage=0.00429114


Tree=1040
num_leaves=31
num_cat=0
split_feature=1 2 0 106 2 3 132 149 0 11 4 2 130 4 15 1 4 15 14 97 2 13 3 13 3 14 13 15 3 16
split_gain=22.9049 5.80945 3.70112 3.10192 2.96611 2.51848 2.68005 2.45522 2.387 3.07741 3.16671 2.55408 2.36924 3.14988 2.36429 2.15801 2.13893 2.0515 1.99611 2.10273 2.54208 1.95467 1.93323 2.69539 1.90708 1.88176 1.86229 1.80677 1.75916 1.75339
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.15609500000000001 0.31370500000000007 0.10365500000000001 0.078320000000000015 -0.075934999999999989 0.079300000000000009 -0.17966999999999997 -0.0091949999999999983 -0.0060099999999999989 -0.033174999999999989 -0.41396999999999995 0.13820500000000002 -0.085594999999999991 -0.15026499999999995 -0.46166999999999997 -0.0047149999999999996 0.11870500000000002 -0.013304999999999999 -0.088494999999999976 0.05868000000000001 -0.082689999999999986 -1.0000000180025095e-35 -0.11122999999999998 -0.41942499999999994 -0.080884999999999985 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 7 26 12 14 8 16 10 -10 -12 -2 -14 -7 -16 -1 21 -15 -20 27 -18 23 -13 -24 -3 -4 -21 -26 -22
right_child=5 2 4 -5 -6 6 -8 -9 9 -11 11 22 13 18 15 -17 17 -19 19 20 29 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0024823612849195795 -1.3611068336512412e-05 0.002248634340156088 0.00092985420261367847 0.00065208857620558075 0.00024762695266337275 0.00086895529943422051 0.0013203283270205152 0.0032016538988287047 0.002561376094478878 0.00037816569014634987 0.0006184974036112942 -4.2747437306001892e-05 0.002402411995638083 0.0021559254131836743 0.00014360317706335797 -0.0017724139437975315 0.0035843707282079999 0.0020388218409796068 -0.00039538086370407069 0.00056943708114956309 0.00091123445688589687 0.0021625158354016561 0.0027670635629750175 0.0019439694266843068 0.00089735698253999075 0.00089429031437223523 0.001948888217201979 0.0019389537991605901 0.0019932579917833395 -0.00039888411657215494
leaf_weight=256 31 20 33 26 20 22 28 33 87 25 35 21 32 23 20 20 29 1373 20 23 57 38 42 26 31 137 404 57 127 25
leaf_count=256 31 20 33 26 20 22 28 33 87 25 35 21 32 23 20 20 29 1373 20 23 57 38 42 26 31 137 404 57 127 25
internal_value=0 0.00196698 0.00161316 0.00206807 0.00180085 0.000858183 0.000261222 0.00208541 0.00206779 0.00177859 0.00187347 0.00166125 0.00105866 0.00119891 -0.000217084 -0.000814405 0.00213497 0.00207321 0.00101105 0.000866363 0.00102213 0.00277795 0.001809 0.00105629 0.00198589 0.00106682 0.00187194 0.00154522 0.00177824 0.000511808
internal_weight=0 2763 614 2149 457 358 90 2123 2090 394 369 282 268 237 62 40 1696 1440 205 182 162 67 247 47 200 157 437 80 158 82
internal_count=3121 2763 614 2149 457 358 90 2123 2090 394 369 282 268 237 62 40 1696 1440 205 182 162 67 247 47 200 157 437 80 158 82
is_linear=0
shrinkage=0.00412451


Tree=1041
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 13 9 4 44 4 3 13 4 3 4 0 2 48 130 4 15 49 16 42 1 14 97 2 13 1209
split_gain=18.553 4.71287 3.45453 3.3905 2.59284 2.35423 2.50398 2.06206 2.16807 2.23799 2.03997 2.36699 2.02751 2.35602 3.01576 2.70528 2.23972 1.95114 1.91908 2.5514 1.70897 6.06622 2.32527 2.31709 1.62202 1.61685 1.70321 2.08885 1.56432 1.62998
threshold=0.11846000000000002 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.08104500000000002 -0.081029999999999977 -1.0000000180025095e-35 -0.059649999999999988 1.0000000180025095e-35 -0.0060199999999999993 0.31370500000000007 -0.47860499999999995 0.053180000000000012 -0.14186499999999996 -0.14098499999999997 0.14486500000000005 0.081685000000000021 0.084485000000000018 -0.0060099999999999989 -0.033174999999999989 -0.090644999999999989 -0.0087849999999999977 -0.53943499999999989 -1.0000000180025095e-35 0.14000500000000002 -0.46166999999999997 -0.0047149999999999996 0.13501500000000002 0.0015850000000000003 0.083050000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 9 17 18 24 13 16 15 -15 -3 -9 -2 -20 21 -11 -22 -24 -12 -21 -27 -28 29 -16
right_child=10 12 3 -5 -6 6 7 8 -10 20 11 -13 -14 14 28 -17 -18 -19 19 25 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00012902583425667503 -1.2009774537211809e-05 0.0034151092924732279 0.00086100258882632324 -1.4687129705199423e-05 0.0027599521639935531 0.00047709138722696774 0.0022059300796441928 -3.3097273992782508e-05 0.0026286300505483904 -0.00070468389937737661 -0.00011406800223310668 -0.00061110638418705818 0.0015019541335835232 -0.00029738314124341206 0.0018635027381953551 0.0015768381145454817 0.0021249078429079415 0.0013264437166088665 0.0021197752986010137 0.0019022871215513704 0.0010959182455247351 0.0017915304561061138 0.0016570656834867992 0.003306331570186399 0.0012950360675556443 -0.00034886545341885787 0.001235623670583357 0.00027015898132837392 0.0015681167513596009 0.0023417811038109783
leaf_weight=23 31 26 85 24 27 30 95 28 26 20 22 34 285 20 1298 34 143 45 32 23 27 78 26 30 34 20 106 56 265 128
leaf_count=23 31 26 85 24 27 30 95 28 26 20 22 34 285 20 1298 34 143 45 32 23 27 78 26 30 34 20 106 56 265 128
internal_value=0 0.00173557 0.00140581 0.00147106 0.00154003 0.00147281 0.00160122 0.00169115 0.00151649 0.00140265 0.00075722 0.00023049 0.00182015 0.00186753 0.00182338 0.000882682 0.0023234 0.000804976 0.000934108 0.00105786 0.0016437 0.0012821 0.00207064 0.0025406 0.000741459 0.000892099 0.000764438 0.000901883 0.00185342 0.00190643
internal_weight=0 2763 564 541 517 490 405 375 280 254 358 90 2199 1914 1745 54 169 73 268 237 181 98 83 56 56 205 182 162 1691 1426
internal_count=3121 2763 564 541 517 490 405 375 280 254 358 90 2199 1914 1745 54 169 73 268 237 181 98 83 56 56 205 182 162 1691 1426
is_linear=0
shrinkage=0.00404364


Tree=1042
num_leaves=31
num_cat=0
split_feature=1 2 0 2 106 149 15 11 1 10 2 10 4 16 4 0 16 13 3 0 123 15 48 457 14 0 51 51 2 4
split_gain=15.0279 4.24728 2.74212 2.24834 2.10469 2.0244 1.91967 2.15977 1.90767 1.77464 2.09401 2.89715 1.91006 1.70279 3.54869 4.28546 3.51469 2.42862 2.42746 1.75249 1.62392 2.04501 1.58164 1.54251 1.43494 2.00696 3.35126 2.14691 2.60099 2.33802
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.15609500000000001 0.086340000000000014 0.078320000000000015 -0.14809499999999998 0.086080000000000018 0.16773500000000005 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.51164000000000009 0.19444000000000003 -0.17966999999999997 -0.068604999999999985 0.25792000000000009 -0.039649999999999998 -0.082334999999999978 -0.079984999999999987 0.085740000000000011 -0.23032499999999997 -0.065739999999999979 0.048635000000000005 0.062655000000000016 -0.10474999999999998 -0.076794999999999988 0.081440000000000026 0.090675000000000019 0.10528000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 20 -4 5 6 -1 13 9 10 11 -2 -11 14 -8 24 -15 -17 -18 -20 21 -3 -23 -24 25 26 -16 29 -29 -28
right_child=8 2 3 -5 -6 -7 7 -9 -10 12 -12 -13 -14 16 15 17 18 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0023057075155354743 0.00046740040031336457 0.0020378143090254634 0.0015444498087095193 0.00010198189330253764 0.00052358588279651473 0.0027617142871020155 0.0029307542578670097 0.00040243501493180577 -0.00046300429594151878 -0.00091440389719803 0.00066254638377053322 0.0019951835751956699 0.00082294702488667853 1.4304093392188992e-05 -0.00032852605887054298 0.0014670236761996182 0.002538816376924513 -1.8150704400749624e-05 0.00026055301796555072 0.0015625491429016383 -0.00028295655589351715 0.0016758811337445414 0.00081729057115350094 -0.00045837242127904292 0.0024023707273249321 0.0017778740439336328 0.0029202935962801967 -0.00019213712745966619 0.0018105087894572879 0.0014570317040640034
leaf_weight=92 35 27 437 20 26 33 43 23 23 21 196 59 24 31 20 40 35 38 24 77 20 25 62 23 58 1468 27 24 22 68
leaf_count=92 35 27 437 20 26 33 43 23 23 21 196 59 24 31 20 40 35 38 24 77 20 25 62 23 58 1468 27 24 22 68
internal_value=0 0.00162512 0.00131654 0.00148132 0.00171328 0.00172785 0.00171153 0.00168417 0.000709031 0.000789499 0.000910117 0.00142633 1.21833e-05 0.0016991 0.00173664 0.00170755 0.00129264 0.000743477 0.00158403 0.00125316 0.000836868 0.00100035 0.000745695 0.000472111 0.00175212 0.00172897 0.00128308 0.00151167 0.00076565 0.00187291
internal_weight=0 2763 614 457 2149 2123 2090 1998 358 335 290 94 45 1975 1808 1765 167 78 136 101 157 137 110 85 1687 1629 161 141 46 95
internal_count=3121 2763 614 457 2149 2123 2090 1998 358 335 290 94 45 1975 1808 1765 167 78 136 101 157 137 110 85 1687 1629 161 141 46 95
is_linear=0
shrinkage=0.004207


Tree=1043
num_leaves=31
num_cat=0
split_feature=1 2 11 52 2 12 4 150 1 1 0 41 448 131 12 50 12 39 13 40 13 0 1443 11 1443 43 3 13 483 1454
split_gain=12.2462 2.75941 2.88054 2.61696 2.48386 2.37326 2.39723 2.37519 2.89118 2.2476 3.81147 2.2205 1.81558 1.64806 1.61153 1.59775 1.59972 2.25816 2.24923 1.91384 1.91272 1.65919 1.48907 2.42345 1.9461 1.49398 2.44359 2.01425 1.51558 2.73946
threshold=0.11453000000000001 0.10060500000000001 0.080455000000000013 -0.26636999999999994 -0.0091949999999999983 0.087505000000000013 0.42642000000000008 1.0000000180025095e-35 0.10439500000000002 0.15471500000000002 -0.026509999999999995 0.081560000000000007 -0.051794999999999994 0.09031500000000002 0.11734000000000001 0.13767000000000004 -0.10022999999999999 0.096625000000000016 -0.15078499999999997 -0.07632499999999999 0.05868000000000001 -0.038659999999999993 0.090755000000000016 1.0000000180025095e-35 0.084655000000000022 -0.14386499999999997 -0.10831999999999999 0.0049450000000000006 -0.095084999999999989 0.074020000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 -1 6 7 -3 -9 12 -11 -4 -5 -2 -7 16 -14 18 -18 -19 21 -20 23 24 25 -6 -27 28 29 -28
right_child=3 5 11 9 22 14 -8 8 -10 10 -12 -13 15 -15 -16 -17 17 19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00079749714426447351 0.0025890297193001351 0.001073875132095983 0.0029253447781503674 -0.00047259214311381402 0.0019491093366590382 0.0015742961077503882 0.0022134821785998347 -0.0011591160277538159 0.00069561688071966769 0.00075675177607585902 -0.0016478623324465882 0.001300311535947674 0.0014702732449743455 0.00090159632680430124 0.00083937876001081394 0.0019556616579250044 8.5851712408216703e-05 0.00067460246583205311 0.0010487621981641545 -0.00089728331237273902 0.0001035232466134168 0.002248162504684769 0.00046141852556161583 0.0025160936127823961 0.002639186633078936 0.00037116787462176698 0.0026781796466711595 0.00091585995298925987 0.0015183722592463165 0.00083590563451920894
leaf_weight=81 20 161 46 21 134 302 23 21 51 28 20 22 44 21 64 20 56 26 95 29 29 26 22 46 28 34 50 95 1486 20
leaf_count=81 20 161 46 21 134 302 23 21 51 28 20 22 44 21 64 20 56 26 95 29 29 26 22 46 28 34 50 95 1486 20
internal_value=0 0.00147408 0.00154811 0.000713195 0.0015191 0.00122845 0.000917731 0.000789824 0.000154653 0.000607933 -0.000245171 0.0023996 0.000726283 0.00172473 0.00144579 0.000803748 0.000728213 0.000603115 0.000805313 -0.00015421 0.00107391 0.00130648 0.00154962 0.00156227 0.00153851 0.00152157 0.00148757 0.00151056 0.00154687 0.00215182
internal_weight=0 2686 2064 435 1996 622 256 233 72 394 48 68 346 41 366 325 305 261 206 55 150 121 1915 1893 1847 1819 1685 1651 1556 70
internal_count=3121 2686 2064 435 1996 622 256 233 72 394 48 68 346 41 366 325 305 261 206 55 150 121 1915 1893 1847 1819 1685 1651 1556 70
is_linear=0
shrinkage=0.004207


Tree=1044
num_leaves=31
num_cat=0
split_feature=4 2 149 3 49 0 0 12 3 13 376 151 44 47 147 1420 16 128 128 2 133 43 12 3 2 39 3 13 106 51
split_gain=10.2869 4.14651 3.11823 3.08966 2.05509 2.00001 2.62724 2.57231 2.27034 2.12114 2.72154 1.90266 1.88727 2.02098 1.90849 1.76105 1.72949 2.21516 2.29937 2.11132 2.46618 2.01441 1.71297 1.59959 1.56071 1.54112 2.0175 1.49297 1.48266 1.66243
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 0.20828500000000003 -0.046019999999999998 -0.10474999999999998 -0.13843999999999998 -0.085119999999999987 -0.010424999999999999 -0.11122999999999998 1.0000000180025095e-35 -0.081864999999999979 1.0000000180025095e-35 0.11227500000000001 0.091170000000000015 -0.069964999999999986 -0.085254999999999984 0.11170500000000001 0.079650000000000012 0.087675000000000017 0.0068000000000000014 -0.022084999999999997 0.11734000000000001 -0.087784999999999988 0.11548000000000001 0.085855000000000015 -0.14989499999999997 0.0015850000000000003 0.086340000000000014 -0.13782999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 11 6 7 -6 25 -10 -11 -2 13 14 15 -1 19 18 22 20 -17 -22 28 27 -9 26 -7 -20 29 -18
right_child=2 -3 -4 -5 5 8 -8 24 9 10 -12 -13 -14 -15 -16 16 17 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020116989428334378 0.00047140599409350363 -0.00016831619150047209 0.0019387673803558175 0.0004375479883052034 -0.00068809537124668683 0.0011372636210881634 0.002241577104101933 0.0018904243633906304 0.00084064078054678316 -0.0015958174193574134 0.00036615584710085637 -0.0014003659661908242 0.0022557762053267354 0.00079468386777921851 0.00041321276515793114 0.0019470029614419336 0.0017507409531790292 0.00019488262413430937 0.0021146639532523262 0.0013052828371046287 0.0015447011293466537 -1.8325908349300706e-05 0.00052685892950900346 0.0028214008147018107 0.00056434438443311895 0.0014686502792946609 -0.00042541612926252616 0.00092899503549726372 0.00015837596165555498 0.0012852202122027594
leaf_weight=86 20 33 28 65 20 29 25 26 22 30 23 20 45 108 36 310 158 32 48 311 49 22 52 28 44 33 32 33 20 1333
leaf_count=86 20 33 28 65 20 29 25 26 22 30 23 20 45 108 36 310 158 32 48 311 49 22 52 28 44 33 32 33 20 1333
internal_value=0 0.00134369 0.000564886 0.00136193 0.000446156 0.000574414 0.00101095 0.000669114 0.000277361 -0.000279451 -0.000744395 -0.00046448 0.00138442 0.00136949 0.00139415 0.00140837 0.00138672 0.00131325 0.00133465 0.00156763 0.00178178 0.00106038 0.00129263 0.00193725 0.00105689 0.000721625 0.000317497 0.00163161 0.00131898 0.00133455
internal_weight=0 2769 352 2736 324 284 115 90 169 75 53 40 2671 2626 2518 2482 2396 1704 1672 692 381 71 1563 109 70 94 61 81 1511 1491
internal_count=3121 2769 352 2736 324 284 115 90 169 75 53 40 2671 2626 2518 2482 2396 1704 1672 692 381 71 1563 109 70 94 61 81 1511 1491
is_linear=0
shrinkage=0.00429114


Tree=1045
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 1 14 1 1 50 11 1 4 40 1 0 16 3 43 2 43 52 4 0
split_gain=779.758 123.238 64.0021 61.0858 45.3045 40.9607 26.6746 26.3503 28.6424 23.1865 21.2423 19.1132 15.4169 12.6705 12.248 11.5774 9.59718 12.3105 15.7212 9.45374 9.26356 6.52787 6.39007 6.6098 6.44891 6.28241 5.9561 5.75247 5.37807 8.36726
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 0.077845000000000011 0.062655000000000016 0.122715 0.12408500000000001 0.041865000000000006 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.077714999999999992 0.090540000000000023 -0.026509999999999995 0.27776000000000006 -0.11171999999999999 0.016310000000000002 0.11411 -0.14792499999999997 0.40674500000000008 -0.39518999999999993 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 19 -9 -10 12 -4 20 -2 -11 -6 17 22 -19 -3 27 -7 23 24 -12 -5 -18 28 -1 -30
right_child=1 4 11 25 15 21 -8 8 9 14 16 -13 -14 -15 -16 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003998081305124794 0.0030534639846260185 0.001096836791243293 0.0030171373351372734 0.0018560654264825249 -8.2080128484730613e-05 0.0024831438435071111 0.0017601596769716353 0.0027851978600899534 0.0024940935333512765 0.0013776891967570818 0.0031107543551374744 0.0016453842956349525 0.0040522423179329857 0.0020177080324313076 0.000599570484136867 0.0010535845963871146 0.002882898039140849 0.003204899342389469 0.0017879728869343149 0.00021720594575184605 0.0030747240140118473 0.001446725253326613 0.0027803525956317117 0.0031742038491230475 0.0020235144272299126 0.0010568346439155398 0.0037457601921419572 0.0027494963447913449 0.0033946728327136043 0.0025217655970247777
leaf_weight=28 115 46 28 30 75 22 24 30 29 136 23 69 59 29 56 23 21 28 34 50 245 26 119 576 20 54 62 28 1014 22
leaf_count=28 115 46 28 30 75 22 24 30 29 136 23 69 59 29 56 23 21 28 34 50 245 26 119 576 20 54 62 28 1014 22
internal_value=0 0.00145413 0.00315606 0.00229128 0.00102521 0.00320205 0.00322873 0.00126265 0.0015013 0.00132702 0.0032442 0.00204135 0.00335172 0.00284487 0.00115074 0.000184453 0.00307421 0.00302719 0.00242788 0.000638696 0.00332081 0.00192175 0.00307754 0.00313467 0.00260506 0.00134227 0.00352745 0.00337602 0.0033925 0.00337614
internal_weight=0 673 2448 228 445 2351 2303 347 251 221 2279 97 1396 144 192 98 883 800 62 96 1337 48 738 619 43 84 83 1092 1064 1036
internal_count=3121 673 2448 228 445 2351 2303 347 251 221 2279 97 1396 144 192 98 883 800 62 96 1337 48 738 619 43 84 83 1092 1064 1036
is_linear=0
shrinkage=0.00140032


Tree=1046
num_leaves=31
num_cat=0
split_feature=1 2 48 123 400 147 11 1 15 52 48 2 0 96 1446 4 1 13 12 0 0 15 1 130 4 3 2 15 1424 50
split_gain=10.8305 3.35184 2.72458 2.59096 2.18161 1.98849 2.59242 4.35838 3.2376 2.51971 1.96915 1.87821 2.14908 1.76393 1.71459 1.88311 1.70994 1.65126 4.0194 2.43474 2.89713 2.07051 3.25717 1.78778 1.92648 2.38322 1.49236 1.417 1.35047 1.27694
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 -0.065244999999999984 0.089365000000000014 1.0000000180025095e-35 0.080000000000000016 0.079055000000000014 -0.066844999999999988 0.081805000000000017 -0.0091949999999999983 -0.07384499999999998 0.087655000000000025 0.10428500000000002 -0.50427999999999995 0.10871500000000002 -0.072819999999999982 0.096990000000000007 -0.10324499999999999 -0.13843999999999998 -0.41942499999999994 0.14000500000000002 -0.0060099999999999989 -0.013125 0.013900000000000001 0.084515000000000021 -0.46743999999999997 1.0000000180025095e-35 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 11 8 -8 -7 -5 12 -1 17 15 -6 -14 18 19 20 -2 -21 -23 -19 -25 -26 -9 -17 29 -13
right_child=13 2 -4 10 14 9 7 26 -10 -11 -12 28 16 -15 -16 27 -18 23 -20 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.001380355508043574 0.00028419063843082305 -0.00014145107821028372 -0.00038075569990177064 -0.00035600069397935541 0.0018445487508386427 0.0011421202872036601 -0.00018699177900325075 0.0028214675141792949 0.0015954232385329212 -0.00043367183601525328 0.0009113669975587377 0.001153269731170505 -0.00032984965240439137 -0.000466821522259952 9.1738392367233452e-05 0.0018245830082933945 0.00094738426602204056 3.1372983127211385e-05 -0.0011021846716045007 0.00068840080357625267 0.0019327397252692686 0.00050606035066856018 -0.0013149892768452101 0.0017783120623790062 0.0010894728486828917 -1.6067545858759628e-05 0.0017900112265837999 0.00094625664611871238 0.0020083603641934834 0.00085431085003241571
leaf_weight=26 26 20 20 32 31 26 20 26 28 21 25 1698 30 24 23 22 20 33 22 38 23 23 22 24 65 34 42 476 20 181
leaf_count=26 26 20 20 32 31 26 20 26 28 21 25 1698 30 24 23 22 20 33 22 38 23 23 22 24 65 34 42 476 20 181
internal_value=0 0.00106166 0.000848687 0.000887779 0.00095633 0.00112631 0.00114178 0.00163337 0.00085275 0.000438043 0.000199862 0.00111291 0.000591335 0.000416896 0.000996105 0.00103543 0.000181044 0.000485313 0.000236771 0.00045993 0.001058 0.000106854 -0.000384231 0.000730668 0.000918284 0.000709792 0.00218439 0.000985058 0.00113378 0.00112447
internal_weight=0 2787 649 629 572 2138 2091 116 48 47 57 1975 76 334 552 529 50 310 154 132 49 83 45 156 123 99 68 498 1899 1879
internal_count=3121 2787 649 629 572 2138 2091 116 48 47 57 1975 76 334 552 529 50 310 154 132 49 83 45 156 123 99 68 498 1899 1879
is_linear=0
shrinkage=0.00338353


Tree=1047
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 0 16 4 2 0 1 11 0 150 11 34 4 15 2 15 13 31 2 10 47 16
split_gain=592.788 71.9279 68.4993 39.3038 35.6151 24.8468 22.8125 20.4222 20.2747 15.0985 15.0834 13.7744 13.2667 11.9168 11.1299 10.7911 10.9312 10.3278 9.96179 9.27084 9.16404 13.6789 11.7116 8.72566 7.65716 6.73419 6.53533 10.9565 6.01857 5.67074
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.085505000000000012 0.40124500000000002 -0.16363499999999997 -0.030209999999999997 -0.061854999999999993 0.033845000000000007 0.13754500000000003 -0.23194499999999998 0.10089500000000001 1.0000000180025095e-35 -0.13027499999999997 0.091105000000000005 0.080150000000000013 -1.0000000180025095e-35 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.13592500000000005 -1.0000000180025095e-35 -0.08076499999999999 0.10774000000000002 -1.0000000180025095e-35 0.091680000000000011 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 13 15 12 28 -6 14 -8 23 19 -1 17 16 -4 -10 -17 25 22 -22 -15 29 -21 -3 27 -2 -5 -7
right_child=1 6 5 7 8 11 10 -9 9 -11 -12 -13 -14 20 -16 18 -18 -19 -20 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004140764831154763 0.001704496888183867 0.0014364005315954007 0.0024841309082031743 0.0035467266237339981 0.0033647336299093369 0.0034828773782705855 0.0013668871612753505 0.0018759271085370826 0.0029089350628405757 0.0011437883728174264 0.0025439683851382826 0.0028513242841204716 0.00073539767526593621 0.0037947886219928456 0.0019878517579660876 0.0044914963388542634 0.0034878807373020736 0.0018218994828777056 0.0035702644580725878 0.0013262254162720896 0.0031245911122053755 0.0020093142131262557 0.0025828383845532188 0.0024735370205762517 0.0022122115527583976 0.00033189118661542007 0.0017051299575560148 0.0030410423521474521 0.0028456029822188757 0.0032256784719118608
leaf_weight=22 25 20 20 42 35 240 41 29 76 20 38 160 102 52 74 37 1139 20 50 43 76 27 20 23 30 20 133 20 47 440
leaf_count=22 25 20 20 42 35 240 41 29 76 20 38 160 102 52 74 37 1139 20 50 43 76 27 20 23 30 20 133 20 47 440
internal_value=0 0.00178611 0.00328425 0.00225447 0.00278925 0.0033833 0.00131457 0.00285685 0.00242338 0.00224997 0.00193308 0.00320775 0.0010873 0.00320712 0.00238011 0.00350488 0.00347056 0.00268247 0.00396205 0.00140495 0.00308975 0.00283224 0.00345814 0.00328888 0.00169033 0.000884146 0.00185514 0.00229852 0.00317647 0.00331645
internal_weight=0 590 2531 296 422 2109 294 118 225 190 79 863 215 197 170 1246 1159 96 87 113 175 103 72 703 73 40 178 45 89 680
internal_count=3121 590 2531 296 422 2109 294 118 225 190 79 863 215 197 170 1246 1159 96 87 113 175 103 72 703 73 40 178 45 89 680
is_linear=0
shrinkage=0.00134594


Tree=1048
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 457 106 44 49 133 52 3 13 157 158 4 13 484 484 402 12 13 13 51 4 12 1451 42 3 2
split_gain=11.3944 4.05599 3.17426 2.55092 1.92704 1.89525 1.9229 1.99203 1.6513 2.08427 2.05478 1.83933 2.44448 1.85868 1.65693 2.18724 2.10762 1.64012 1.6396 1.63786 1.58974 2.08697 1.87682 3.74015 2.42053 2.6597 1.94229 1.81239 1.99094 1.51112
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.079859999999999987 0.31508000000000008 0.085655000000000009 0.081805000000000017 0.11560500000000001 0.111585 -0.11183499999999999 0.12745000000000004 -0.16152999999999998 -0.50331999999999988 0.07968500000000002 0.042705000000000007 -0.097224999999999992 0.096415000000000015 0.093765000000000015 -1.0000000180025095e-35 -0.093619999999999995 0.27020000000000005 0.030370000000000005 0.11144500000000002 -0.50427999999999995 0.082095000000000015 0.085760000000000017 -0.008624999999999999 -0.10217499999999997 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 8 11 10 -10 12 -1 -14 15 16 -15 18 -6 -17 -18 22 26 24 -24 -26 27 29 -29 -22
right_child=3 -3 -4 -5 17 -7 -8 -9 9 -11 -12 -13 13 14 -16 19 20 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-5.087083385627707e-05 -0.00039918477909845179 -0.00010948533617979367 0.00040242901886188503 0.0015939881992656788 0.00050456608374893229 0.00021043675959931288 0.0003210940032943674 0.0021535675466674759 0.0016187190926769074 -2.8292743959229121e-05 0.00058649194739612593 0.0023146267923837309 0.0022809200032542489 0.0019365007635208889 0.0015681683406048991 2.2026593831067228e-05 0.0003571189869392138 -0.00044932529139964366 0.0016399363832009005 0.0010075479382238679 0.0018268745704973074 0.0023438130538736054 0.0023812611239633938 -0.0003840418995125589 -0.00029280100597503219 0.0011344086532124721 0.0024321531958146959 0.00020533998434381728 0.0012350588445024316 0.0013417405061928512
leaf_weight=20 39 33 65 28 241 25 31 37 56 30 56 25 27 69 251 28 28 24 20 195 140 26 20 27 21 195 22 28 1035 279
leaf_count=20 39 33 65 28 241 25 31 37 56 30 56 25 27 69 251 28 28 24 20 195 140 26 20 27 21 195 22 28 1035 279
internal_value=0 0.0012184 0.00123441 0.000490565 0.000395207 0.00125466 0.00126453 0.00127571 0.00126311 0.000863683 0.00110261 0.00128639 0.00127573 0.00128683 0.00127548 0.00124071 0.00128282 0.000503913 0.000591568 0.000883805 0.00125805 0.00127212 0.00125635 0.00095938 0.00111308 0.000995652 0.00130828 0.00129159 0.00120794 0.00150384
internal_weight=0 2769 2736 352 324 2671 2646 2615 2578 142 112 2436 2411 2391 2364 2113 1890 285 261 223 1821 1793 1767 263 236 216 1504 1482 1063 419
internal_count=3121 2769 2736 352 324 2671 2646 2615 2578 142 112 2436 2411 2391 2364 2113 1890 285 261 223 1821 1793 1767 263 236 216 1504 1482 1063 419
is_linear=0
shrinkage=0.00381041


Tree=1049
num_leaves=31
num_cat=0
split_feature=4 2 3 149 11 43 2 0 0 16 4 2 9 151 156 12 43 133 13 51 402 10 157 52 15 4 1446 150 43 3
split_gain=9.22946 3.28535 2.57115 2.06624 1.70862 4.12604 2.36761 2.47509 2.28828 3.72011 3.14939 2.1592 2.13063 1.94556 1.82118 1.7421 2.21712 2.48141 1.92659 1.87652 1.6395 1.5609 1.48589 2.81469 2.29326 1.75034 2.26427 1.75585 1.64213 2.30663
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 1.0000000180025095e-35 -0.23714499999999997 -0.0091949999999999983 -0.07384499999999998 -0.10836499999999999 -0.010264999999999998 -0.0073899999999999999 0.11144000000000001 -0.08477999999999998 0.050660000000000004 0.14401500000000003 0.087695000000000009 -0.11720999999999999 0.11269500000000002 0.0036400000000000004 0.045645000000000005 0.2506000000000001 -0.079859999999999987 -0.077849999999999989 -0.088614999999999985 -0.076244999999999993 0.00063500000000000004 0.087455000000000019 0.08826500000000001 -0.00088499999999999983 -0.089819999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 6 -6 7 -1 9 11 -11 13 -9 -8 -7 16 -10 18 19 -18 22 -2 23 24 -17 26 28 -27 -24 -30
right_child=3 -3 -4 -5 5 14 8 12 15 10 -12 -13 -14 -15 -16 20 17 -19 -20 -21 -22 -23 25 -25 -26 27 -28 -29 29 -31
leaf_value=0.0014027192696697171 -0.00035222178933195988 -9.6604703217400583e-05 0.00035508442277669536 0.0014064601870925799 0.00015618238810918508 0.0018872961576643676 0.001024327820704443 0.00070016045768265265 0.0019914597383860824 0.00063393840206232485 -0.001126396921241675 0.0021801190387192985 -0.0007725626062137119 -0.00015511417873346334 0.0008773608942475317 0.00076347674929530789 0.0012497866992752208 0.00027781053227674788 0.00045892880228787139 0.0018927720908059038 4.4169491317981339e-05 0.0004446295625286075 0.0012701683056974267 0.0011526570387871053 -0.0010254732394719855 0.00077495044992620203 0.002140403778868026 0.0018972943514206156 -0.00027628895347963977 0.0010152626683278139
leaf_weight=26 39 33 65 28 29 127 173 29 56 37 23 20 26 22 31 20 666 37 39 70 22 285 561 59 20 264 34 21 21 238
leaf_count=26 39 33 65 28 29 127 173 29 56 37 23 20 26 22 31 20 666 37 39 70 22 285 561 59 20 264 34 21 21 238
internal_value=0 0.00107506 0.00108919 0.000432851 0.00110705 0.00145141 0.00108113 0.000452947 0.0011023 0.000781626 -4.08568e-05 0.00101116 3.9641e-06 0.000891263 0.00168914 0.00114374 0.00127252 0.00122294 0.00126806 0.00131094 0.00105503 0.000348712 0.00107299 0.000634008 -0.000130998 0.00111115 0.00119575 0.000857649 0.00115658 0.000910542
internal_weight=0 2769 2736 352 2671 187 2484 81 2403 275 60 215 55 195 158 2128 868 812 775 736 1260 324 1238 99 40 1139 854 285 820 259
internal_count=3121 2769 2736 352 2671 187 2484 81 2403 275 60 215 55 195 158 2128 868 812 775 736 1260 324 1238 99 40 1139 854 285 820 259
is_linear=0
shrinkage=0.0037357


Tree=1050
num_leaves=31
num_cat=0
split_feature=1 2 48 123 10 400 147 11 1 15 52 48 131 2 1446 3 0 49 151 49 2 0 50 15 4 475 475 475 483 483
split_gain=7.67648 2.29805 2.13747 1.96468 1.70893 1.65812 1.53437 2.03216 3.45408 2.8377 1.79001 1.52283 1.46274 4.35751 1.41363 1.38535 1.70062 1.34004 1.35276 1.82622 1.19186 1.75541 1.29036 1.77668 3.23579 1.39479 3.61367 2.12775 1.21176 1.36764
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 1.0000000180025095e-35 -0.065244999999999984 0.089365000000000014 1.0000000180025095e-35 0.080000000000000016 0.079055000000000014 -0.066844999999999988 0.081805000000000017 0.090030000000000013 0.31358000000000003 0.10428500000000002 -0.15327499999999997 -0.14454499999999995 -0.15986999999999998 0.079100000000000018 -0.094719999999999985 -0.0091949999999999983 -0.07384499999999998 0.10883000000000001 -0.010414999999999999 -0.023539999999999995 -0.10344499999999998 -0.08663499999999999 -0.085734999999999992 -0.095084999999999989 -0.22865999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 12 -3 7 17 9 -9 -8 -5 13 -2 -7 16 -10 -1 19 -19 21 -21 25 -24 -25 -22 -27 -28 29 -29
right_child=4 2 -4 11 -6 14 10 8 15 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=8.4707352236631153e-05 0.00057550119132238032 -0.00020759675719342124 -0.00049449731271784933 -0.00044919872798927969 -0.00035608756929603251 0.0010954329016974122 0.0011639473369342086 -0.00036854722546563774 0.0010786113311066633 0.001747780202669597 -0.00052048096022886574 0.0009642836464144386 0.0011456588481242929 -0.0014750620838399333 8.7117829602351391e-06 0.0032261638216553408 0.0027474215615404256 0.002225983477861411 0.00048480489920754314 0.0014501551533843962 0.0022016008879197713 -4.7829514184349891e-06 0.0011964312328110089 0.00089353897400621654 -0.0011374728004536763 -0.00028289362661939905 0.0025709286630842504 0.0013409932367445916 0.0012039481567137249 0.0027476598967862077
leaf_weight=21 209 20 20 32 45 529 26 20 22 28 21 25 59 21 23 23 23 31 51 26 27 37 110 52 20 29 22 35 1494 20
leaf_count=21 209 20 20 32 45 529 26 20 22 28 21 25 59 21 23 23 23 31 51 26 27 37 110 52 20 29 22 35 1494 20
internal_value=0 0.0011102 0.000886557 0.000930469 0.000421777 0.00100618 0.00117809 0.00119533 0.00174732 0.000865977 0.00041133 0.00017075 0.000542897 0.000388276 0.00105015 0.00236944 0.00193156 0.00116291 0.0011745 0.00119298 0.00117587 0.000595668 0.00119608 0.000853418 0.000329369 0.00123441 0.00121809 0.0012458 0.00122698 0.00185251
internal_weight=0 2787 649 629 334 572 2138 2091 116 48 47 57 289 230 552 68 45 1975 1954 1903 1872 63 1809 182 72 1627 1600 1571 1549 55
internal_count=3121 2787 649 629 334 572 2138 2091 116 48 47 57 289 230 552 68 45 1975 1954 1903 1872 63 1809 182 72 1627 1600 1571 1549 55
is_linear=0
shrinkage=0.00429114


Tree=1051
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 1 1 47 52 457 0 4 11 10 16 4 12 4 50 2 12 0 43 43 43 0 131
split_gain=621.324 100.831 69.5762 57.6683 34.3811 31.4602 27.3556 21.663 18.3228 17.8012 15.5904 15.2026 13.4882 14.0882 13.0949 8.30084 8.18288 8.0889 6.96452 7.18161 7.56629 7.13925 6.10004 8.36009 5.71156 5.53293 5.3555 4.9186 4.86227 4.5712
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.042705000000000007 0.14860500000000001 0.077845000000000011 0.13082500000000002 1.0000000180025095e-35 0.29113500000000009 -0.079119999999999982 0.24564500000000003 1.0000000180025095e-35 -0.062879999999999978 -0.14771999999999999 -0.49405499999999997 0.08401500000000002 -0.16363499999999997 0.083640000000000006 0.13754500000000003 0.10345000000000001 -0.14920999999999998 -0.018859999999999998 -0.080324999999999994 -1.0000000180025095e-35 -0.064339999999999994 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 6 7 28 12 10 -5 22 14 13 15 17 -1 -10 -9 21 20 -20 25 23 27 -13 -15 -11 -4 -3 -2
right_child=1 2 8 9 -6 -7 -8 11 16 26 -12 24 -14 18 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031266069888590746 0.003170264587142839 0.0029820178475490422 0.00066495390286777124 0.0028394054216943384 0.0014268777709578041 0.0019329192182967142 0.0014151126733272219 0.0031743243085982651 -0.00046596386241016987 0.0018267922013026651 0.0019741929262934855 0.0036319203237596305 0.0020095384579042583 0.0024346719279773358 0.0016785068454942414 0.0035999181829486538 0.00054844909352751907 0.0024438372291192556 0.0028522228741181478 0.0028967678078687816 0.0017676494409382469 0.0039016806907645552 0.00060783767388085191 0.0018255198146692854 0.0029065790990653664 0.0032126271796685483 0.0010165071994551291 0.0013138896150287013 0.0022701942298080603 0.0024317733857317199
leaf_weight=1260 54 55 53 28 207 48 39 34 20 49 27 24 21 20 32 68 45 118 24 493 21 21 74 22 89 78 20 33 24 20
leaf_count=1260 54 55 53 28 207 48 39 34 20 49 27 24 21 20 32 68 45 118 24 493 21 21 74 22 89 78 20 33 24 20
internal_value=0 0.00151751 0.00133799 0.0029491 0.00175092 0.00299024 0.00231936 0.00301228 0.000848199 0.00195202 0.0010385 0.00267968 0.00306152 0.00307265 0.00244572 0.00315084 0.000236322 0.00260724 0.0029146 0.00285071 0.00234609 0.00320348 0.000899683 0.00109965 0.00306063 0.00305386 0.00159193 0.000913964 0.00276577 0.00297067
internal_weight=0 673 599 2448 325 2351 118 2303 274 97 209 297 2006 1985 184 1328 65 152 657 538 45 119 182 108 113 98 69 86 79 74
internal_count=3121 673 599 2448 325 2351 118 2303 274 97 209 297 2006 1985 184 1328 65 152 657 538 45 119 182 108 113 98 69 86 79 74
is_linear=0
shrinkage=0.00131955


Tree=1052
num_leaves=31
num_cat=0
split_feature=4 2 3 149 39 12 45 12 147 14 0 157 4 0 15 1 48 52 4 3 1 16 1374 49 151 0 3 13 15 0
split_gain=8.2017 2.72581 2.35516 1.73884 1.49595 1.77028 1.85688 1.56079 1.60494 1.51672 1.96464 4.28556 3.30863 2.90323 4.02081 2.28914 1.7793 2.49654 1.59507 2.06139 1.57412 1.4996 1.54908 1.34035 1.78307 1.74695 2.08399 2.26884 2.09348 2.02142
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084355000000000013 0.11734000000000001 0.090830000000000008 0.062655000000000016 -0.10096999999999999 -0.067349999999999979 0.0033150000000000007 -0.13027499999999997 -0.077219999999999983 0.085605000000000014 0.093265000000000015 0.13140000000000004 -0.51253999999999988 -0.10023499999999998 0.082005000000000008 -0.085589999999999986 0.086000000000000007 -0.046019999999999998 -0.081864999999999979 -0.10474999999999998 -0.0025099999999999996 -0.11122999999999998 -0.46471999999999997 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 23 -1 -6 7 8 9 10 11 -7 15 14 -14 -13 18 -18 19 -12 -11 -20 -23 24 -2 29 -27 -28 -29 -25
right_child=3 -3 -4 -5 5 6 -8 -9 -10 20 16 12 13 -15 -16 -17 17 -19 21 -21 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=0.0019166480977413939 0.00048098658580252609 -7.3699243194350685e-05 0.00031906357397891574 0.0013360279958536197 0.00071985428354254082 -0.00089607244069279002 0.0020487796585084293 0.00058759888454118134 0.00021759550984948531 0.0012103877014729776 0.0027670775086075603 0.00089051438366751119 0.0010602401743081222 0.00075770498748958055 0.0032186765352560992 -0.00075664828621658207 0.00093768428657900634 -0.00043179526704990504 0.0013405272808037774 0.0010235898210071027 0.0023168755534718256 0.001060769701539449 0.0020780571952246927 0.0005182573294949084 -0.0011601941175213961 0.00050581111917001262 0.00062714724888567031 -4.5864096279808487e-05 -0.0017813106732279848 0.0017675316074854302
leaf_weight=31 20 33 65 28 215 22 30 95 31 52 21 26 32 75 22 25 124 24 433 20 31 1339 23 90 20 105 22 21 21 25
leaf_count=31 20 33 65 28 215 22 30 95 31 52 21 26 32 75 22 25 124 24 433 20 31 1339 23 90 20 105 22 21 21 25
internal_value=0 0.00103665 0.00105004 0.000406798 0.00106783 0.00105786 0.00108783 0.00107579 0.00109596 0.00110796 0.00108838 0.000723218 0.000921131 0.00125245 0.0019396 8.30817e-05 0.00112556 0.000715607 0.0011586 0.0019166 0.00162365 0.00114129 0.00107795 0.000326494 -0.000339604 0.000420311 0.000168856 -0.00038396 -0.000913587 0.000789839
internal_weight=0 2769 2736 352 2671 2640 2425 2395 2300 2269 2186 202 180 129 54 51 1984 148 1836 41 83 1795 1362 324 40 284 169 64 42 115
internal_count=3121 2769 2736 352 2671 2640 2425 2395 2300 2269 2186 202 180 129 54 51 1984 148 1836 41 83 1795 1362 324 40 284 169 64 42 115
is_linear=0
shrinkage=0.00388662


Tree=1053
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 2 2 4 52 1 1 2 47 0 0 150 52 15 10 4 16 48 12 131
split_gain=677.634 111.253 70.1973 56.606 38.8747 34.8817 25.8297 23.712 20.4513 18.9668 18.3847 17.651 13.3668 11.4283 8.72399 7.44347 7.34693 9.62972 6.62887 6.50445 5.93299 5.89987 5.80694 5.44728 8.6107 5.42522 7.0606 5.48529 6.52748 5.05892
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.077845000000000011 0.10672500000000001 0.089885000000000007 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.090540000000000023 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.23091999999999999 0.18019500000000002 0.11648500000000002 0.40674500000000008 -0.41942499999999994 -0.38124499999999995 0.038415000000000012 -0.12029499999999999 0.090720000000000009 0.090285000000000018 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 6 7 11 12 -5 -6 15 13 -4 -13 22 20 -18 19 -3 25 -21 -1 -14 -25 27 -27 28 -16 -2
right_child=1 2 8 9 10 -7 -8 -9 -10 -11 -12 14 23 -15 16 -17 17 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.004390353941340532 0.004448441297707436 0.0028963959225704965 0.002438057773277671 0.0040466033828339982 0.0038379351519654843 0.0028910985904423057 0.005064266436355898 0.0025936846202421161 0.0026875911172385201 0.0025314017035204723 0.0024112027762715539 0.0047109753825102102 0.0014760385058781836 0.0014764582269398657 0.0045266071938677745 0.0040718645991938435 0.0026633297434940206 0.0039368007425667336 0.0029637829781714426 0.0021970468748563972 0.0032082346948982357 0.0013034459857282545 0.0036770690187136333 0.0013438932413708407 0.00011532944942252904 0.0041417605316350949 0.0035547565231973839 0.0037622356454509883 0.0040996981042916523 0.0035903048589269481
leaf_weight=1064 52 28 40 28 77 48 84 22 37 67 30 43 32 113 115 241 22 40 32 151 20 20 28 25 30 96 100 77 335 24
leaf_count=1064 52 28 40 28 77 48 84 22 37 67 30 43 32 113 115 241 22 40 32 151 20 20 28 25 30 96 100 77 335 24
internal_value=0 0.00241274 0.00219466 0.00414786 0.00266752 0.00419545 0.00422283 0.00419075 0.00161767 0.00297799 0.00343792 0.00420686 0.00145272 0.00172786 0.00403247 0.00431779 0.00399623 0.00348492 0.00231066 0.00220564 0.0040389 0.00209253 0.00437206 0.000968856 0.000673768 0.00406187 0.00384227 0.00414355 0.0042088 0.00417745
internal_weight=0 691 615 2430 338 2335 2287 2203 277 95 107 2181 240 153 848 1333 805 62 231 199 743 171 1092 87 55 723 196 527 450 76
internal_count=3121 691 615 2430 338 2335 2287 2203 277 95 107 2181 240 153 848 1333 805 62 231 199 743 171 1092 87 55 723 196 527 450 76
is_linear=0
shrinkage=0.00154607


Tree=1054
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 4 3 2 1 14 47 2 2 34 2 52 0 12 31 15 1 2 15 48 4 16 1 15 13 131
split_gain=506.419 84.3754 52.1798 41.9899 33.4998 30.7672 24.9875 21.0929 18.0762 16.7024 14.2731 12.2689 10.8674 12.9664 7.77567 7.51708 7.34261 7.08189 6.95989 6.32796 6.12165 9.95229 5.85299 5.19149 5.57761 6.4846 5.90281 4.72241 5.21649 4.6908
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 1.0000000180025095e-35 0.36766000000000004 -0.022174999999999997 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.13754500000000003 -1.0000000180025095e-35 0.094835000000000017 -0.56176499999999996 -0.062294999999999996 0.10345000000000001 -0.077289999999999984 0.090455000000000021 0.089770000000000016 0.097845000000000015 -0.059484999999999989 0.090720000000000009 0.038415000000000012 -0.12029499999999999 1.0000000180025095e-35 -0.082809999999999981 -0.092879999999999976 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 6 7 16 9 14 11 12 -5 13 18 -1 -13 -3 -15 -4 -11 23 -22 -16 24 26 -26 27 -17 -29 -14
right_child=1 2 10 5 -6 -7 -8 -9 -10 19 -12 15 29 17 22 20 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0029889392626304347 0.0027164766134288925 0.0027750923732129803 0.0010986765851395503 0.0028060812989538016 0.0014122008980053653 0.001251559730582131 0.001418281712521486 0.0018575124484426684 0.0016080773510853254 0.0035536607187177517 0.0016880405735863588 0.0031064832863395737 0.00051136425378552031 0.0012024440714879501 0.00253849026068897 0.0030110476456736823 0.0019574105329046706 0.001996964766439022 0.00015839514678779297 0.0028988623012080089 0.0015875190094938548 0.0025839658754180936 0.0017209876190429287 0.0023690875942835705 0.0027229673653913862 0.0022414157150355391 0.0032542643284975067 0.0020532821325777492 0.0026809068912688476 0.0011487799023931599
leaf_weight=26 76 62 22 1321 215 20 40 38 67 49 37 43 94 59 29 59 21 22 23 37 22 41 22 98 77 83 29 20 349 20
leaf_count=26 76 62 22 1321 215 20 40 38 67 49 37 43 94 59 29 59 21 22 23 37 22 41 22 98 77 83 29 20 349 20
internal_value=0 0.00152845 0.00138164 0.00268799 0.00169679 0.00272742 0.00219425 0.00274045 0.00206202 0.00275551 0.000997086 0.00273477 0.000890563 0.00113247 0.00245702 0.00262004 0.00256821 0.00141824 0.000618088 0.00327195 0.00259315 0.002236 0.00218584 0.00262462 0.00266521 0.00247316 0.00273245 0.00269709 0.00264689 0.000623192
internal_weight=0 691 615 2430 338 2286 123 2266 144 2228 277 2142 240 126 77 821 83 81 45 86 778 63 51 715 617 160 457 428 369 114
internal_count=3121 691 615 2430 338 2286 123 2266 144 2228 277 2142 240 126 77 821 83 81 45 86 778 63 51 715 617 160 457 428 369 114
is_linear=0
shrinkage=0.00119516


Tree=1055
num_leaves=31
num_cat=0
split_feature=1 2 40 13 151 150 2 16 96 97 44 41 11 11 13 12 16 1 12 16 1429 401 43 131 131 159 481 1454 0 1447
split_gain=11.1335 3.12456 2.65149 2.53192 2.57699 3.52405 1.92424 2.17817 1.7223 1.63668 1.89769 1.61664 1.80599 1.86295 1.47747 3.19705 2.19906 1.99974 1.7754 2.32699 1.46696 1.47379 1.74623 1.50335 2.10343 3.16395 2.03897 2.02658 2.60203 2.32291
threshold=0.12000500000000001 0.10005000000000001 0.051255000000000002 -0.08971999999999998 -0.098364999999999994 1.0000000180025095e-35 0.11411 -0.08595499999999999 0.087655000000000025 -0.083924999999999986 1.0000000180025095e-35 0.10065500000000001 0.080455000000000013 0.085155000000000022 -0.072819999999999982 0.097825000000000009 -0.11676499999999999 0.14089500000000002 -0.081419999999999979 -0.44310499999999992 -0.086994999999999989 0.083100000000000021 0.0051600000000000005 0.07635500000000002 0.086090000000000014 0.11361500000000001 -0.073474999999999985 0.082570000000000018 -0.086409999999999987 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -5 -6 7 -7 14 -1 11 12 20 -14 15 16 18 -18 19 -2 -11 23 -23 26 -25 -26 27 28 -22 -30
right_child=8 2 -4 4 5 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00042709626059307741 0.00065893230762849146 0.00049961115085430123 -0.00039256846723591384 0.0021530850189632736 0.0011742919426767705 0.00060901498540452746 0.0010602667597336918 -0.0011264771409979851 -0.00052460572698918926 0.0020041875482063559 0.0024504782335925623 0.0002192312520756416 0.0027035678458500944 0.0012989181706818808 0.00079628756278764549 -0.0011115003915839361 0.00046754735196117653 -0.001068377911086593 1.1517976690140392e-05 0.0022549796915493415 0.0011131651696477741 0.0016621176727557013 0.00047842029340839764 0.0024985973972761191 0.0014599209967413877 4.9197914230564778e-05 0.0010995226787951604 0.00045244948568979996 0.0031036957195652425 0.0017215227416114427
leaf_weight=33 36 115 20 33 465 21 26 21 24 38 20 21 26 29 156 21 32 20 24 21 59 190 20 25 301 25 1197 21 26 55
leaf_count=33 36 115 20 33 465 21 26 21 24 38 20 21 26 29 156 21 32 20 24 21 59 190 20 25 301 25 1197 21 26 55
internal_value=0 0.00119498 0.000974895 0.00101506 0.00111978 0.00105581 0.000245592 -0.000258731 0.000458788 0.00126894 0.00128248 0.00127099 0.00128196 0.00196293 0.000534922 0.000270162 0.00048832 -0.000123193 0.000880896 0.00124695 0.00126282 0.00124814 0.00154938 0.00121113 0.00143342 0.00135174 0.00115367 0.00155626 0.00172183 0.00216518
internal_weight=0 2787 701 681 566 533 68 42 334 2086 2053 2033 2012 55 310 154 133 52 81 57 1957 1919 210 1709 351 326 1358 161 140 81
internal_count=3121 2787 701 681 566 533 68 42 334 2086 2053 2033 2012 55 310 154 133 52 81 57 1957 1919 210 1709 351 326 1358 161 140 81
is_linear=0
shrinkage=0.00381041


Tree=1056
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 4 47 2 42 158 4 14 0 15 0 0 16 16 394 4 3 160 12 3 39 2 1 132 133
split_gain=529.444 87.3948 56.7204 43.3664 34.5697 23.7772 18.278 15.8659 15.7127 12.931 12.2851 14.61 11.7369 12.2135 12.0438 11.3161 8.14348 7.6915 6.95533 6.82385 6.56126 6.23739 7.08208 5.8552 5.64877 5.61602 5.92853 5.52393 5.49465 5.91656
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.40473500000000007 0.13082500000000002 0.13913500000000004 -0.0060199999999999993 1.0000000180025095e-35 0.27044500000000005 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 -0.090644999999999989 -0.039889999999999988 -0.12029499999999999 -0.079154999999999989 -0.49013999999999996 -0.096544999999999978 -0.071139999999999995 0.09320500000000001 -0.042499999999999989 0.084780000000000008 -0.0050599999999999994 0.16540500000000002 0.089825000000000002 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 8 -6 27 12 -5 11 18 13 14 -1 -15 -12 -16 -7 -17 23 22 -22 -21 -23 -11 -27 -4 29 -3
right_child=1 2 7 9 6 10 -8 -9 -10 25 16 -13 -14 15 17 19 -18 -19 -20 20 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00348040021801328 0.0030248642300780824 0.0016763854554325559 0.00088873594095609839 0.0030118007015992269 0.0027279259399661327 0.0029451187122372185 0.0016462279813440708 0.0019041365441669704 0.0019235729194533044 0.0013180979452482821 0.003427112768693107 0.0015359017692935055 0.0036007834044342389 0.003177341080902096 0.0019410286743403655 0.002201514829602107 0.0026327849553825812 0.0028786327013291223 0.0024455149051704934 0.0034560507544056547 0.0019319863399347157 0.0030247366703379771 0.0028086595589366754 0.0028188439475068318 0.0023652569010036502 0.0015933607911114407 0.0025087266256642411 0.00018069580919246475 0.00088497767588280101 0.0010951698354303727
leaf_weight=20 76 237 150 22 85 81 40 26 20 23 55 23 78 1191 39 20 38 25 121 83 21 392 68 36 24 22 28 22 20 35
leaf_count=20 76 237 150 22 85 81 40 26 20 23 55 23 78 1191 39 20 38 25 121 83 21 392 68 36 24 22 28 22 20 35
internal_value=0 0.00168993 0.00152496 0.00299893 0.0018011 0.00303449 0.00238178 0.0009434 0.00308736 0.00212499 0.00269913 0.00253239 0.00309901 0.00307862 0.00258659 0.00310114 0.00310255 0.00230728 0.00264585 0.00296022 0.00298454 0.00291886 0.0026018 0.00326328 0.00298669 0.00185773 0.00210597 0.000798173 0.00155251 0.0016016
internal_weight=0 691 615 2430 417 2335 125 198 2017 95 318 225 1997 1919 84 1835 93 64 202 644 624 505 89 119 416 73 50 172 292 272
internal_count=3121 691 615 2430 417 2335 125 198 2017 95 318 225 1997 1919 84 1835 93 64 202 644 624 505 89 119 416 73 50 172 292 272
is_linear=0
shrinkage=0.00131955


Tree=1057
num_leaves=31
num_cat=0
split_feature=4 2 3 1 1213 12 52 15 3 3 3 12 12 3 149 1212 12 157 399 150 13 133 133 1209 123 4 43 475 1447 15
split_gain=11.4997 3.30555 2.79482 1.83025 3.35033 2.1285 3.44945 2.60158 1.95646 1.76821 1.70236 1.64233 1.88547 1.72017 1.63131 1.56448 1.73493 2.26923 1.69363 1.93389 1.57335 1.76619 3.03482 1.58827 1.44643 1.43246 4.59472 1.55772 1.52872 1.42126
threshold=0.27287000000000006 0.17025000000000004 0.31299000000000005 0.089625000000000024 0.0036000000000000003 0.085055000000000006 0.008405000000000001 -0.070929999999999979 -0.0049599999999999991 -0.03694999999999999 0.63141500000000017 0.093965000000000007 0.094580000000000011 -0.082154999999999992 0.07770500000000001 0.12218000000000002 0.087695000000000009 -0.090294999999999986 0.084750000000000006 0.08826500000000001 -0.14819499999999997 0.11269500000000002 0.10209000000000001 0.087170000000000011 0.082585000000000006 -0.15764999999999998 -0.05647499999999999 -0.08230999999999998 -0.082869999999999985 0.087065000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 6 8 -8 9 -5 14 13 -13 -7 -2 16 17 -1 19 25 -19 22 23 -22 -11 26 -18 -27 -29 -23
right_child=10 -3 -4 4 -6 11 7 -9 -10 24 -12 12 -14 -15 -16 -17 18 20 -20 -21 21 29 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0022662564913083542 0.00046897497137485847 6.7708739680039559e-06 0.00027262384619755413 0.001764949051124486 -0.00036315288640977419 0.0019811814994259414 0.00080261936999620855 -0.0008771021389635883 0.001413282127794501 -0.00033076824783025285 -0.00061753912013736225 -3.2116790912048835e-05 0.0012131395589498461 0.0012274436154611676 0.0014657043008657253 0.0020161735816290752 -0.00099066167893081705 0.0022412393988976206 0.0016815293409522367 0.0019918752406544692 0.0013071625276253249 0.0013226260524048536 0.0026492307043557459 0.0021117105851587454 0.00077695498556674329 0.001894038322790468 0.0013840627092716103 0.0021058270515925703 0.0010655232781123295 -4.5009532366661167e-05
leaf_weight=46 305 33 44 20 23 90 30 26 132 24 20 20 225 93 27 48 20 31 95 38 747 22 28 39 69 39 32 22 709 24
leaf_count=46 305 33 44 20 23 90 30 26 132 24 20 20 225 93 27 48 20 31 95 38 747 22 28 39 69 39 32 22 709 24
internal_value=0 0.00122951 0.00124426 0.00126014 0.00109736 0.00114344 0.000893015 2.27487e-05 0.00109193 0.000716553 0.000483695 0.00131956 0.00111149 0.00159813 0.000550034 0.00132323 0.00130565 0.00142447 0.00118907 0.00113467 0.00138101 0.00135 0.00139187 0.00134708 0.000491091 0.00109505 0.000470707 0.00113721 0.00109683 0.000609077
internal_weight=0 2769 2736 2692 752 729 301 56 245 113 352 428 245 183 332 1940 1892 937 955 860 891 860 814 786 93 822 52 770 731 46
internal_count=3121 2769 2736 2692 752 729 301 56 245 113 352 428 245 183 332 1940 1892 937 955 860 891 860 814 786 93 822 52 770 731 46
is_linear=0
shrinkage=0.00388662


Tree=1058
num_leaves=31
num_cat=0
split_feature=4 457 40 123 13 1 11 43 1 3 1455 1212 1212 12 52 158 43 132 1456 156 49 133 400 160 1177 49 48 13 13 52
split_gain=9.31479 2.74463 2.46541 2.49762 1.84361 1.52564 1.39636 3.66091 1.91214 7.48995 1.77598 1.63209 1.52642 1.60458 1.85407 1.89405 1.75278 1.57607 1.40994 1.39533 1.39066 1.91092 1.58075 1.57497 1.48924 1.37898 1.59031 1.48654 1.42491 2.11106
threshold=0.27287000000000006 0.31508000000000008 0.051255000000000002 0.11021500000000002 0.40528500000000006 0.095950000000000021 1.0000000180025095e-35 -0.20207499999999998 0.080270000000000022 -0.11171999999999999 0.10655000000000002 0.12218000000000002 0.10703000000000001 0.087695000000000009 0.11125500000000001 0.08962500000000001 -0.011694999999999999 0.14308000000000001 -0.081804999999999989 0.14401500000000003 0.12497000000000001 0.039215000000000007 -0.064794999999999978 0.10493500000000001 -0.047249999999999993 0.09858500000000002 0.10866500000000003 0.038215000000000006 -0.0044799999999999987 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -2 8 -8 11 -10 25 12 13 14 15 18 -16 20 -1 -9 21 22 -15 -23 -24 27 -27 28 -11 -30
right_child=5 -3 -4 -5 -6 -7 7 19 9 10 -12 -13 -14 17 16 -17 -18 -19 -20 -21 -22 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00065157475200032045 0.0017661520821050803 -7.4859871825687553e-05 0.00016286653538761495 -0.00013746581671134948 0.0025984860365811328 0.00044520005810126006 -6.4653093115490449e-05 0.0022222632697179814 -0.0010163941967982733 0.0011829144175508008 0.0024340316434243031 0.0023274641820425308 0.00030475136324714094 0.0018495230296883033 0.0014028444455805769 0.002562994791931041 -0.00028570447230103716 -8.0563076110728991e-06 0.0016396558882536307 0.0011205039246758722 0.00051880355461316385 0.0016956517344050139 0.0022418511755032088 0.00060090806514657958 0.00093475237614911778 -0.00040873301016085723 0.0012345483182547672 0.00051324833466100562 0.0014783524072049482 0.0030398734121401382
leaf_weight=33 20 30 38 24 26 332 21 124 33 537 26 42 27 57 36 46 21 20 558 31 45 332 20 31 315 24 27 55 169 21
leaf_count=33 20 30 38 24 26 332 21 124 33 537 26 42 27 57 36 46 21 20 558 31 45 332 20 31 315 24 27 55 169 21
internal_value=0 0.00132244 0.00133774 0.00135427 0.00136765 0.000520254 0.00135557 0.00175533 0.00132715 0.00115516 0.00123858 0.00142406 0.00139944 0.00141896 0.00158333 0.00165515 0.000780747 0.00127985 0.00158448 0.00200191 0.00131205 0.00135933 0.00113446 0.00160216 0.00101279 0.00120127 0.000461239 0.00124953 0.00130523 0.00165094
internal_weight=0 2769 2739 2701 2677 352 2651 176 2475 892 859 1583 1541 1514 694 637 57 820 591 155 800 755 392 363 335 833 51 782 727 190
internal_count=3121 2769 2739 2701 2677 352 2651 176 2475 892 859 1583 1541 1514 694 637 57 820 591 155 800 755 392 363 335 833 51 782 727 190
is_linear=0
shrinkage=0.00464487


Tree=1059
num_leaves=31
num_cat=0
split_feature=1 2 13 43 457 456 1447 10 2 10 131 2 160 160 11 52 157 3 3 133 16 16 3 2 52 14 1 4 1453 1453
split_gain=7.77423 2.1124 2.62705 2.46817 1.9374 2.00136 1.73169 1.64424 1.58828 1.92772 1.71108 3.19072 1.48854 2.71635 1.36825 1.4593 1.66946 1.7582 1.90817 2.91719 1.49306 1.46533 1.43904 1.41592 1.28719 2.08228 2.24266 1.94972 1.23555 1.85719
threshold=0.12000500000000001 0.10005000000000001 0.10935500000000002 -0.23229999999999998 0.10613500000000002 0.091895000000000018 -0.074869999999999978 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.090030000000000013 0.31358000000000003 -0.082299999999999984 -0.061284999999999992 0.091795000000000015 -0.56176499999999996 0.10977500000000003 -0.10217499999999997 -0.074479999999999977 0.089405000000000012 -0.078844999999999985 -0.015314999999999997 0.13524500000000003 0.11510000000000002 -0.065544999999999978 -0.10708499999999999 0.13021500000000003 0.27834500000000006 -0.15270999999999998 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 4 -4 5 6 -3 8 9 -2 11 24 -8 -14 15 -15 17 21 19 -19 22 -17 -20 -22 -10 -26 -27 -28 -1 -30
right_child=7 2 3 -5 -6 -7 12 -9 10 -11 -12 -13 13 14 -16 16 -18 18 20 -21 23 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=9.5567826560654409e-05 0.00013880278976444854 -0.00015838161529106595 0.00069104795479308376 -0.00086302380859210905 -0.00027514126199702148 -0.00028402217876916981 0.0015156061686061413 -0.00032364135995523044 -0.00037498068710900881 0.001308308976606579 0.0011307889627368898 -0.0012937246257050926 -7.0446791447726322e-05 0.0019004237763989686 0.0017274079857616806 0.00086886293712320757 -2.1589538651318454e-05 0.0021720413361304629 0.0014553618158189418 0.00082337090104781885 0.00026569232562238473 -0.00054257235196802857 0.0003733094873469106 0.0011120597010434291 0.0016569830164086473 -0.00072142751310310055 0.0013606145241153913 4.7175211828281351e-05 0.0022448725486541692 0.0010547336464581021
leaf_weight=20 33 20 38 26 21 20 75 45 31 60 30 21 38 23 37 25 28 50 82 47 79 20 24 48 20 25 31 38 20 2046
leaf_count=20 33 20 38 26 21 20 75 45 31 60 30 21 38 23 37 25 28 50 82 47 79 20 24 48 20 25 31 38 20 2046
internal_value=0 0.000994919 0.000810337 5.97063e-05 0.000885754 0.00092533 0.000965912 0.000367431 0.000475037 0.000893323 0.000276565 0.000122187 0.00100495 0.000928504 0.00101049 0.000948224 0.00089388 0.000962235 0.00106051 0.00151856 0.000869818 0.000241558 0.00121037 0.000585579 0.00032725 0.000518208 0.000275915 0.000637271 0.00105695 0.00106625
internal_weight=0 2787 701 64 637 616 596 334 289 93 196 166 576 501 463 426 403 375 330 97 233 45 106 127 145 114 94 69 2086 2066
internal_count=3121 2787 701 64 637 616 596 334 289 93 196 166 576 501 463 426 403 375 330 97 233 45 106 127 145 114 94 69 2086 2066
is_linear=0
shrinkage=0.00388662


Tree=1060
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 4 2 34 1 1429 51 12 15 31 131 157 151 47 150 0 11 4 3 159
split_gain=546.534 89.4808 58.2291 47.2566 30.5264 29.7529 21.5053 18.4878 15.7144 15.2118 14.6261 14.3759 10.6099 12.2646 7.74084 11.1284 7.43773 6.91301 5.92206 5.80123 4.93072 4.49025 4.40063 4.4098 4.29761 4.41552 5.3264 4.3998 4.95385 4.70326
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.091265000000000013 0.077845000000000011 0.40473500000000007 0.13754500000000003 -1.0000000180025095e-35 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.10345000000000001 0.090455000000000021 -0.077289999999999984 0.09031500000000002 -0.41266499999999995 -0.088784999999999989 0.090100000000000013 0.083555000000000004 0.18019500000000002 1.0000000180025095e-35 0.022185000000000003 -0.10831999999999999 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 22 6 7 9 12 14 -5 -6 13 19 16 -16 -1 -15 -9 -4 -2 -11 -3 -24 25 26 27 28 -23 -30
right_child=1 2 8 10 11 -7 -8 18 -10 21 -12 -13 -14 17 15 -17 -18 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0037226002790726222 0.003755362577856791 0.002347233833620622 0.0013656902887784108 0.0033493464480657915 0.0032229028263615223 0.0023587053444039407 0.0020787366709208877 0.0045892765993273826 0.0021853885870032272 0.0039394678588572148 0.0020704459475644559 0.0020434958467552902 0.0008164837512399857 0.0015226320155854024 0.0035178877048649432 0.0024376647565197197 0.0029448444918100955 0.0024986690417706345 0.0037944843719794688 0.00029831198732899151 0.0029410667058561192 0.0027598629812649275 0.0017258170736014723 0.0024476213772723489 0.0028531878862846647 0.0026727566812048821 0.003963350911473598 0.0031564103760713417 0.0034112654286214813 0.003905837140454887
leaf_weight=897 52 40 22 28 74 48 22 47 37 28 67 33 114 59 493 22 28 22 37 23 24 23 170 21 39 20 33 182 368 48
leaf_count=897 52 40 22 28 74 48 22 47 37 28 67 33 114 59 493 22 28 22 37 23 24 23 170 21 39 20 33 182 368 48
internal_value=0 0.00197702 0.00178904 0.00347478 0.00220298 0.00351658 0.00354088 0.00355508 0.00128394 0.00352873 0.00244739 0.00285916 0.00114496 0.00144216 0.00361776 0.00347174 0.00369906 0.00178773 0.00423919 0.000820141 0.00349822 0.00335573 0.00189904 0.00180518 0.0033328 0.00336056 0.00338159 0.00335068 0.00343121 0.00346833
internal_weight=0 691 615 2430 338 2335 2287 2265 277 2181 95 107 240 126 1440 515 925 81 84 45 76 741 231 191 713 674 654 621 439 416
internal_count=3121 691 615 2430 338 2335 2287 2265 277 2181 95 107 240 126 1440 515 925 81 84 45 76 741 231 191 713 674 654 621 439 416
is_linear=0
shrinkage=0.00148603


Tree=1061
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 0 4 3 49 1 0 1420 1419 10 4 16 52 1427 447 1446 52 157 2 1 11 0 159 13 13
split_gain=8.11039 2.29287 2.46039 2.57595 1.99456 1.64466 2.4131 2.40228 1.99163 1.57753 1.56467 1.52562 1.37754 1.34809 1.3398 1.34942 1.32887 2.61843 2.14726 2.02162 1.83062 2.3597 2.26574 1.69016 5.2802 3.86072 2.12116 1.97996 2.50901 1.73272
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078654999999999989 -0.062764999999999974 1.0000000180025095e-35 0.12178000000000001 -0.026779999999999995 0.16773500000000005 0.0059850000000000016 -0.083604999999999985 0.086325000000000013 1.0000000180025095e-35 0.51164000000000009 0.042200000000000008 -0.14488499999999996 0.082260000000000014 0.084510000000000016 0.087090000000000015 -0.53964499999999982 -0.0074399999999999996 0.089885000000000007 0.079415000000000013 0.08765000000000002 -0.019414999999999998 0.11836500000000001 -0.097224999999999992 -0.013634999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -7 -10 14 -8 13 -3 -2 -16 17 -14 20 23 21 -18 -23 27 26 -26 29 28 -19 -25
right_child=10 12 -4 4 -6 8 11 -9 9 -11 -12 -13 16 -15 15 -17 18 19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00042137197667375693 0.00058875528664057125 0.0011630385354928429 -0.00039335927426366188 0.00067297403237692038 0.002053084327070027 0.0011884843446144941 0.002080616129597587 -0.00064568045973829337 0.0012223429010099123 -0.00015205638487409537 -0.00061053820599627623 0.00069441134258084577 0.0019721956059295573 0.0025488172825374033 -0.00094832099964010073 0.00048783367959295712 0.0013995521261155777 0.0020643986252094344 0.0019308240887151583 6.131592025132724e-05 -0.00024030387163335968 -0.0003038066031133661 0.00084082518595287551 0.0013121891744780349 -0.0017048212832186974 0.00080767899782643448 -0.00020360237230262698 4.2135795740938828e-05 0.0012207849292531034 0.0007568076727048459
leaf_weight=23 268 24 25 58 26 297 21 37 22 36 23 34 64 22 20 23 114 61 32 28 24 32 243 302 20 20 20 22 1048 132
leaf_count=23 268 24 25 58 26 297 21 37 22 36 23 34 64 22 20 23 114 61 32 28 24 32 243 302 20 20 20 22 1048 132
internal_value=0 0.00107398 0.000847491 0.000903486 0.000960872 0.000904639 0.000549635 0.000159393 0.00105464 0.000369267 0.000407179 0.00122369 0.00113338 0.0018258 0.000482444 -0.000180145 0.00111864 0.00116968 0.000921723 0.00113861 0.000843536 0.000910405 0.000707632 0.00115717 0.000959848 -0.000448571 0.00108394 0.00124336 0.00126719 0.00114327
internal_weight=0 2787 579 554 531 505 150 95 355 58 334 55 2208 46 311 43 2162 1717 445 1653 413 389 275 1625 494 40 454 1131 1109 434
internal_count=3121 2787 579 554 531 505 150 95 355 58 334 55 2208 46 311 43 2162 1717 445 1653 413 389 275 1625 494 40 454 1131 1109 434
is_linear=0
shrinkage=0.00404364


Tree=1062
num_leaves=31
num_cat=0
split_feature=4 2 52 159 3 14 16 40 149 0 12 106 15 1455 1453 52 48 0 1444 48 43 16 3 394 1 128 43 131 3 4
split_gain=6.59745 2.27518 2.13121 2.37592 2.04697 1.57692 1.90968 2.61523 2.37845 2.04188 1.67734 1.54831 1.76095 1.47531 2.00382 1.38917 1.72263 4.67918 2.54415 1.52991 1.85844 1.51803 2.08475 2.10387 2.07505 1.99548 2.1214 1.60878 1.72178 1.38755
threshold=0.26450500000000005 0.17025000000000004 0.039215000000000007 0.10620500000000001 0.20828500000000003 -0.47013499999999991 -0.4714549999999999 -0.074429999999999982 0.07770500000000001 -0.084674999999999986 0.092255000000000018 0.085655000000000009 -0.15914499999999995 -0.23681499999999997 -0.13306499999999996 -0.56176499999999996 0.092680000000000026 -0.061629999999999997 -0.081774999999999987 0.10911000000000001 -0.089499999999999982 -0.083539999999999989 0.10732000000000001 -0.081744999999999984 1.0000000180025095e-35 0.11170500000000001 0.28064000000000006 0.12789000000000003 -0.0063699999999999989 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 11 -2 8 -8 10 -9 -7 12 -1 -14 -15 -16 18 19 -17 20 -18 -20 23 24 -23 26 27 28 29 -25
right_child=2 -3 3 -5 -6 6 7 9 -10 -11 -12 -13 13 14 15 16 17 -19 21 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014528697756034583 0.00099418534885440421 -7.4905000292880915e-05 0.0011419592509089101 -4.0972913985643517e-05 0.00024020324432222416 0.00042867174859110625 -0.0013962351501388228 0.00078945726006900835 0.0015474255394484567 -0.00032731073125604978 -0.0007285789561381241 9.4548271895124393e-05 0.0015816325593500354 -0.00026515989958583096 0.0014189507426410248 0.0018428715181939438 0.0014568902410330065 -0.00061131469232501541 0.0010504889763254871 0.00122821086429421 0.00031119763132817223 0.00073387272901068255 -8.8938938765181837e-05 0.00092111689616841132 -0.00068225129284194463 6.7046849877581269e-05 0.00015878924585640739 0.0018368429191184296 0.0013784907138751005 0.00051629577304341666
leaf_weight=80 30 33 79 32 63 84 21 32 21 70 21 31 42 20 67 39 24 37 626 73 91 35 32 1074 23 39 49 26 100 127
leaf_count=80 30 33 79 32 63 84 21 32 21 70 21 31 42 20 67 39 24 37 626 73 91 35 32 1074 23 39 49 26 100 127
internal_value=0 0.00088093 0.000371701 0.000800934 0.000892621 0.000200931 0.000105358 -0.000219269 0.000422256 2.30479e-05 0.000197222 0.000908219 0.000917906 0.00090095 0.000889432 0.000898811 0.00088426 0.000579223 0.000915888 0.000813531 0.000550299 0.000898923 0.00083588 0.000855971 0.000172306 0.000883994 0.000907149 0.000934782 0.000916755 0.000878309
internal_weight=0 2731 390 111 2698 279 249 123 126 102 105 2635 2604 2524 2482 2462 2395 225 2170 188 115 2131 1505 1473 58 1415 1376 1327 1301 1201
internal_count=3121 2731 390 111 2698 279 249 123 126 102 105 2635 2604 2524 2482 2462 2395 225 2170 188 115 2131 1505 1473 58 1415 1376 1327 1301 1201
is_linear=0
shrinkage=0.00366245


Tree=1063
num_leaves=31
num_cat=0
split_feature=4 2 52 159 3 3 10 4 11 39 40 39 1375 2 4 150 40 39 16 52 13 0 159 52 128 159 128 1455 1451 481
split_gain=5.34393 1.8429 1.72628 1.92449 1.65804 1.45346 1.60862 1.48958 1.55918 1.35868 1.62372 1.46522 1.2301 1.81516 1.20521 1.80917 1.19376 1.47343 1.15161 1.99119 3.16358 2.55322 1.86076 2.76689 1.85743 1.65535 1.65852 1.68587 2.34976 1.57979
threshold=0.26450500000000005 0.17025000000000004 0.039215000000000007 0.10620500000000001 0.20828500000000003 -0.13309499999999996 -0.062879999999999978 0.40945500000000007 0.090920000000000015 -1.0000000180025095e-35 -0.08440499999999998 0.08845500000000002 -0.16449999999999998 0.087675000000000017 0.41257000000000005 0.081835000000000019 -0.063404999999999989 0.092205000000000023 -0.083539999999999989 0.5140450000000002 -0.00096999999999999983 -0.16360999999999995 -0.09083999999999999 0.2800700000000001 0.11170500000000001 0.14029500000000003 0.084155000000000021 -0.23681499999999997 0.080930000000000016 0.11290000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 9 7 -7 -2 -9 -1 11 -11 13 -12 -8 16 -16 -18 -14 21 -21 -20 29 24 25 26 27 -24 -29 -23
right_child=2 -3 3 -5 -6 6 14 8 -10 10 12 -13 18 -15 15 -17 17 -19 19 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016504843795144403 -2.9150917960988473e-05 -6.7414483084962836e-05 0.0010277633314276855 -3.6875613249687578e-05 0.00021618292642285985 -0.00095867333428056596 -0.00048053314829551915 0.0017462773852510635 0.00033335683521944481 -0.00027013625173880616 0.0010972492574390341 0.00089076368823765961 0.0009577305818266324 -0.00033696203447252006 0.00065067537021549723 0.0011146104567807335 0.0001338293868219245 -0.00093852622592210087 0.0016474812366620367 0.00079232785503917575 -0.0010645027748568581 0.0013687022509714388 0.0015477810364083998 -0.00024310850340882715 -0.00011661861033388028 0.0018101621677171238 0.0012504898193748868 0.00074089371781546273 -0.00052399727559399945 0.00025123549140261856
leaf_weight=26 27 33 79 32 63 20 35 22 20 35 20 25 722 29 36 28 68 23 47 32 20 112 34 37 31 21 92 1312 20 20
leaf_count=26 27 33 79 32 63 20 35 22 20 35 20 25 722 29 36 28 68 23 47 32 20 112 34 37 31 21 92 1312 20 20
internal_value=0 0.000792837 0.000334531 0.00072084 0.000803359 0.000180838 2.93123e-05 0.000642002 0.00107346 0.000817397 0.000809095 0.000213572 0.000823113 0.00024843 0.000133311 0.000271921 8.61308e-05 -0.000137206 0.000834377 0.000784286 7.81622e-05 0.00080556 0.000781992 0.000746377 0.000770623 0.000789219 0.000774515 0.000742458 0.000721901 0.00119939
internal_weight=0 2731 390 111 2698 279 210 69 42 2635 2609 60 2549 49 190 155 127 91 2500 1778 52 1726 1679 1547 1510 1479 1458 1366 1332 132
internal_count=3121 2731 390 111 2698 279 210 69 42 2635 2609 60 2549 49 190 155 127 91 2500 1778 52 1726 1679 1547 1510 1479 1458 1366 1332 132
is_linear=0
shrinkage=0.00366245


Tree=1064
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 4 4 16 2 0 1 12 0 11 0 150 34 4 16 12 4 15 2 13 43 2 0 3
split_gain=537.344 65.4482 60.4771 39.5928 33.2643 21.1626 18.4317 17.7705 16.4821 15.086 12.6839 12.5311 12.116 11.3147 10.0154 9.10632 8.8935 9.4792 8.82049 8.37302 8.09785 6.63522 6.18479 10.9084 7.295 5.65255 5.53221 12.9231 7.86409 5.10941
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.053180000000000012 -0.0070899999999999991 -0.17966999999999997 -0.061854999999999993 0.13754500000000003 -0.079119999999999982 0.10124500000000002 0.13597000000000004 -0.23194499999999998 1.0000000180025095e-35 -0.071339999999999987 0.091105000000000005 -1.0000000180025095e-35 0.27834500000000006 -0.44310499999999992 0.10016000000000001 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -1.0000000180025095e-35 -0.079914999999999986 0.11177500000000001 -0.072269999999999987 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 14 10 11 -5 -6 -7 18 15 16 29 -1 -4 17 -10 -3 20 -8 -9 24 -24 -16 -20 28 -28 -2 -13
right_child=1 5 6 7 8 9 19 21 12 -11 -12 13 -14 -15 22 -17 -18 -19 25 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0036727064331507518 0.00070635218168661079 0.0008206882691069909 0.003111663000753787 0.0031958166768869829 0.003024109802098923 0.001232522133978573 0.0031369262737667449 0.0025838921771500528 0.0027089370242528756 0.0023200543378130937 0.00068517392373673768 0.0032420064240445364 0.0016957865643075748 0.0020830857864624105 0.0033076093167447259 0.0035762982904302982 0.0015728338240758484 0.0017367109887210116 0.0012581520740387144 0.0019507403760177203 0.0026163436726536447 0.0018289440268394221 0.0028283068352277984 0.0019082039654746475 0.0024239434593033467 0.0019614098462567308 0.0025436602580792829 0.0015909789019171582 0.0017350838226600413 0.0029072736722566897
leaf_weight=22 20 40 1190 46 31 41 66 36 69 38 102 82 85 24 52 69 20 20 43 21 154 36 76 27 20 30 28 103 27 503
leaf_count=22 20 40 1190 46 31 41 66 36 69 38 102 82 85 24 52 69 20 20 43 21 154 36 76 27 20 30 28 103 27 503
internal_value=0 0.00162083 0.00293856 0.00203357 0.00250887 0.00120528 0.00302454 0.00259212 0.00218221 0.00175564 0.00100306 0.0030663 0.00204768 0.00291986 0.00288196 0.00313713 0.00232209 0.00249046 0.00129 0.00270091 0.00277252 0.00220642 0.00278256 0.00258711 0.00306215 0.00154716 0.0016633 0.00179461 0.00129733 0.00295419
internal_weight=0 590 2531 296 422 294 2109 118 225 79 215 1868 194 609 197 1259 109 89 113 241 220 72 175 103 72 73 178 131 47 585
internal_count=3121 590 2531 296 422 294 2109 118 225 79 215 1868 194 609 197 1259 109 89 113 241 220 72 175 103 72 73 178 131 47 585
is_linear=0
shrinkage=0.00124344


Tree=1065
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 124 42 4 47 14 2 43 3 3 15 1 2 0 16 0 11 3 159 158 0 16 52 16 3
split_gain=368.568 71.3276 43.9616 27.6777 24.8302 23.254 19.7579 14.1778 14.0739 10.637 10.5821 9.62269 5.53131 8.11872 6.84558 6.68435 5.1021 5.03946 4.94455 4.62636 4.56601 5.05802 7.80319 6.1853 6.66702 3.76843 4.08718 4.26056 3.63373 7.16354
threshold=0.10312500000000001 -0.40967499999999996 0.13471500000000003 0.088105000000000003 0.40124500000000002 0.13404500000000005 -0.076779999999999987 -0.0060199999999999993 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.089885000000000007 -0.012164999999999999 0.11658 -0.0049599999999999991 -0.0088349999999999974 0.16540500000000002 -0.13033999999999998 -0.23051499999999997 0.13751500000000003 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.0089800000000000019 0.10667500000000002 -0.093584999999999988 0.19444000000000003 -0.42635499999999998 0.0057500000000000008 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 6 7 -1 -5 16 11 28 -3 14 -14 -15 17 -4 -13 -7 21 22 -20 25 -25 -24 -27 -28 29 -8
right_child=1 2 9 8 -6 19 10 -9 -10 -11 -12 18 13 15 -16 -17 -18 -19 20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0029367000732865487 0.0029625052926034717 0.0013565931376650414 0.0016184908911533672 0.0026970930406051176 0.0013587446960563864 0.0014966162027873079 0.0031001240251704995 0.001730447733665069 0.0016502682522469975 0.0018638033159980303 0.0035072678248440265 0.0021518818941455272 0.0016240319975677976 0.0016869081396818806 0.0026098339605333948 0.00074609141062042346 0.00015783082075739683 0.00081596105302461359 0.0021695197395690952 0.002422528329737831 0.002164780473374147 0.0033675231188001467 0.0025600218646518172 0.0034130133206866794 0.0025653744425451069 0.0029636180495055441 0.0028361660555304641 0.0022677916265670139 0.0028390921006828766 0.0024078415884102988
leaf_weight=39 90 148 20 92 22 26 1131 48 41 25 85 22 28 81 35 21 22 127 35 22 20 45 97 85 27 359 95 42 157 34
leaf_count=39 90 148 20 92 22 26 1131 48 41 25 85 22 28 81 35 21 22 127 35 22 20 45 97 85 27 359 95 42 157 34
internal_value=0 0.00172381 0.00154962 0.00180649 0.00293019 0.00294478 0.00296595 0.00227118 0.00237439 0.000959094 0.00299301 0.00297267 0.00156518 0.00175227 0.0021717 0.00149321 0.000825261 0.000925149 0.00284695 0.00192099 0.00286594 0.00288381 0.00285439 0.00288839 0.00320867 0.0028279 0.00288029 0.00266192 0.00305132 0.00307992
internal_weight=0 730 640 446 2391 2369 2321 87 133 194 2234 2149 313 165 63 102 169 147 827 48 805 785 740 705 112 593 496 137 1322 1165
internal_count=3121 730 640 446 2391 2369 2321 87 133 194 2234 2149 313 165 63 102 169 147 827 48 805 785 740 705 112 593 496 137 1322 1165
is_linear=0
shrinkage=0.00148603


Tree=1066
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 2 2 4 1 0 49 4 150 1 50 12 4 47 157 3 16 0 3 13 2 12 3
split_gain=960.37 148.319 90.3452 79.3269 53.4452 48.3531 28.9554 28.8965 25.005 23.8863 25.769 22.0611 16.9874 21.8282 16.122 14.9846 14.7587 9.91767 8.84164 12.1834 8.34799 7.21424 5.72302 5.65886 5.64578 7.04306 5.25258 5.20874 5.06774 4.85421
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.11474000000000002 0.062655000000000016 0.13501500000000002 0.14285500000000004 0.40945500000000007 0.09253500000000002 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083345000000000016 0.086295000000000011 0.09141500000000001 -0.52556499999999995 0.090100000000000013 -0.08107499999999998 0.0022600000000000003 0.11346000000000002 0.14486500000000005 -0.14847999999999997 -0.076384999999999995 0.087995000000000004 0.10061500000000002 -0.022174999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 28 12 15 10 -4 -5 13 16 18 24 -1 -11 19 -14 22 -20 -3 -10 25 -7 -16 -18 -6 -12
right_child=1 2 9 11 6 8 -8 -9 23 17 29 -13 14 -15 26 -17 27 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032013027868024093 0.0031985744866538063 0.00092889367186142996 0.0015811482375149093 0.002891222454761247 0.003197459338162967 0.0035786925281976281 0.0011403983581578113 0.004194171522029745 0.0014992352822823284 -0.0001317515752091655 0.00095440286426425969 0.0015190258875706238 0.0045075578852424424 0.0038419964482875948 0.0031947643633440143 0.0019896910581675264 0.0025603809192128063 0.00089652025848309001 0.0024372345715326293 0.0034517642373125788 0.0018917326212547902 0.0032808102108308167 0.0014065464667953873 0.0024452846224065614 0.0023871476898862137 0.0030148634041640677 0.0025796001536277538 0.0018101681826972207 0.0024915709513407885 0.00027181998256068355
leaf_weight=47 74 105 63 34 41 48 24 76 26 90 27 63 21 35 47 27 37 22 20 1081 33 428 86 22 23 321 59 33 36 72
leaf_count=47 74 105 63 34 41 48 24 76 26 90 27 63 21 35 47 27 37 22 20 1081 33 428 86 22 23 321 59 33 36 72
internal_value=0 0.00136493 0.0011384 0.00321667 0.00162796 0.00326687 0.00245705 0.00336489 0.00287142 0.00055773 0.000894767 0.002 0.00333003 0.00289079 0.00337035 0.00297894 0.00260625 7.02304e-05 0.00340577 0.00347188 0.00125413 0.00324315 0.00114396 0.00193284 0.00304707 0.00308821 0.00285236 0.00220671 0.00286743 0.000457979
internal_weight=0 673 599 2448 325 2351 101 1884 467 274 162 97 1808 152 1656 419 117 112 1550 1102 224 448 191 48 392 369 106 70 77 99
internal_count=3121 673 599 2448 325 2351 101 1884 467 274 162 97 1808 152 1656 419 117 112 1550 1102 224 448 191 48 392 369 106 70 77 99
is_linear=0
shrinkage=0.00137286


Tree=1067
num_leaves=31
num_cat=0
split_feature=1 4 105 2 1456 402 0 48 12 51 160 47 12 48 1 48 13 39 48 3 15 484 3 4 156 0 0 4 15 13
split_gain=9.92351 4.01644 3.8846 3.58785 2.84831 2.50195 2.41322 2.03842 2.2585 1.9907 2.04739 2.10475 1.82692 1.73732 1.98529 4.7464 1.83355 1.70835 1.63797 2.78079 1.80886 1.56312 1.47947 1.40695 2.28005 2.28038 1.85987 1.33116 1.93368 1.29578
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 -0.049894999999999995 0.09388500000000001 0.22582000000000002 0.14093000000000003 0.11903500000000002 0.10876000000000001 -0.24498999999999996 0.10621500000000002 0.097825000000000009 -0.068459999999999979 0.111945 0.085485000000000019 -0.0021749999999999994 0.096625000000000016 0.10168500000000001 -0.073309999999999986 -0.13578499999999996 0.085905000000000009 0.10732000000000001 0.042705000000000007 0.013700000000000002 -0.11242999999999999 -0.094299999999999981 0.10528000000000001 -0.065449999999999994 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 7 18 8 9 10 -6 12 13 -12 15 16 -15 21 20 -20 29 -16 23 -22 25 -25 -27 28 -28 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 11 -13 -14 14 17 -17 -18 -19 19 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0023092555412606553 0.0015808752049704452 0.001858472749403617 0.0022852192744119947 -0.00085852951832981789 0.0017378632795815535 -0.00053918851000647576 -0.0001595789684336434 -0.00027100788410828764 0.0015986114812045727 0.0014438117972761732 0.0012641783194060436 0.0011166124785255845 -0.00046417194027956735 -0.00036174727307134184 0.00062769534645259074 0.00081102008120401039 -0.0019224866655933217 -4.1176373175939077e-05 0.0011814723057860595 -0.00021107356925409917 0.0013056652063063732 0.0017808175450405085 0.00047075293689771144 0.001956709978301544 -0.00028886048838719825 0.00048035838077942818 0.0014670696924214618 0.0021575530400040109 0.0002097400318437242 0.0013595223485677898
leaf_weight=46 78 29 22 28 22 32 20 39 41 43 38 70 40 32 117 47 20 52 81 33 1818 23 39 42 21 88 60 22 30 48
leaf_count=46 78 29 22 28 22 32 20 39 41 43 38 70 40 32 117 47 20 52 81 33 1818 23 39 42 21 88 60 22 30 48
internal_value=0 0.000710817 0.00061317 0.000558512 0.000620027 0.000561724 0.00123903 0.000622047 0.000685954 0.00061171 0.000534096 0.00047377 0.000351822 0.000451031 0.000344846 -0.00012028 -0.000962032 0.000584677 0.00125105 0.000778367 0.00127539 0.000817137 0.00125105 0.00126567 0.000989239 0.00110015 0.00092027 0.00126592 0.00104796 0.00182429
internal_weight=0 773 695 673 645 616 2348 584 545 504 461 439 369 329 291 99 52 192 2328 114 2214 140 2120 2081 263 242 200 112 90 94
internal_count=3121 773 695 673 645 616 2348 584 545 504 461 439 369 329 291 99 52 192 2328 114 2214 140 2120 2081 263 242 200 112 90 94
is_linear=0
shrinkage=0.00404364


Tree=1068
num_leaves=31
num_cat=0
split_feature=4 2 15 13 48 12 2 0 2 457 34 49 1 13 39 2 2 45 4 0 1447 159 41 41 160 160 49 3 15 34
split_gain=8.2155 2.50241 2.99655 2.68173 2.3034 1.83393 2.05455 2.03525 3.08763 1.72718 1.59522 1.58393 1.56656 1.3523 1.29726 1.29626 1.43455 1.41435 1.41045 2.00304 1.56084 1.77466 1.64256 2.70622 1.7011 1.63655 1.23878 1.42846 2.02769 2.09389
threshold=0.27044500000000005 0.13622000000000004 -0.03241999999999999 -0.0057949999999999989 0.094275000000000012 -0.010834999999999999 -0.090999999999999984 -0.019414999999999998 0.09358000000000001 0.31508000000000008 -0.080814999999999984 -0.080604999999999982 0.08592000000000001 -1.0000000180025095e-35 0.085220000000000004 0.12992500000000004 0.12358500000000001 0.084355000000000013 -0.082249999999999976 -0.046359999999999991 -0.085804999999999979 -0.085179999999999992 0.083525000000000016 0.075585000000000013 -0.092739999999999975 -0.019279999999999995 0.32042500000000002 -0.010424999999999999 -0.56020999999999987 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 8 10 15 -8 -10 -2 -6 -13 16 17 18 20 -20 -7 -22 23 24 -23 -26 27 -14 -29 -30
right_child=12 2 3 -5 13 9 7 -9 11 -11 -12 14 26 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00041930481745998757 0.0014444266592174618 0.0021947444391627008 0.00054656168926459992 -0.0012168456588247988 -0.00015121054994806992 0.00041050525354934089 0.00082312742410334803 -4.0242243631600007e-05 0.0015430817319320698 5.036079399592602e-05 0.0021561233720701254 -0.0002429481260486507 0.00060506588602682473 0.0012714904583677434 0.00078807086158282481 0.0021242062054709545 7.9153773477021262e-05 0.0021696492189638957 0.0010674999648439332 1.6431774312623418e-05 0.0024699884871229464 0.0021253535288771317 0.00015255948415190975 0.0025842383149617919 0.0003691959224310647 0.0012557580643816305 0.0012860656074481554 0.0011206670854958798 -0.0012933062348030214 7.6187194306649283e-05
leaf_weight=22 22 20 33 23 21 32 21 33 22 24 43 34 134 21 44 20 21 20 1637 29 20 33 20 25 35 503 21 25 20 143
leaf_count=22 22 20 33 23 21 32 21 33 22 24 43 34 134 21 44 20 21 20 1637 29 20 33 20 25 35 503 21 25 20 143
internal_value=0 0.00105185 0.000487033 -0.000177695 0.00108743 0.00107711 0.000729721 0.000858039 0.00103879 0.00110857 0.00171873 0.000603627 0.000418929 0.00056014 0.000338652 0.00111917 0.00111071 0.00111991 0.00111091 0.0010492 0.00126482 0.0013078 0.00127007 0.00130757 0.00125167 0.00119808 0.000353153 0.000292311 6.939e-05 -9.18488e-05
internal_weight=0 2756 118 56 62 2638 219 197 164 2419 64 100 365 42 78 2395 2375 2354 2334 1666 668 636 616 596 571 538 343 322 188 163
internal_count=3121 2756 118 56 62 2638 219 197 164 2419 64 100 365 42 78 2395 2375 2354 2334 1666 668 636 616 596 571 538 343 322 188 163
is_linear=0
shrinkage=0.00396435


Tree=1069
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 132 403 1 9 4 15 457 484 484 457 0 41 14 4 1446 1456 1429 133 43 12 4 1211 1429 51 12 484
split_gain=6.69737 2.00933 2.00807 2.07129 1.64891 1.55172 1.42647 1.27306 1.60373 1.24556 1.16364 1.31478 2.09273 1.38897 1.49266 2.92862 1.71296 1.37528 1.40675 1.26605 1.84164 1.46254 2.83997 3.23858 1.77463 1.4624 1.44372 1.64717 1.30047 2.09361
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.084824999999999998 0.092395000000000019 0.085340000000000013 0.16773500000000005 0.081890000000000004 0.40124500000000002 0.15110000000000004 0.09228500000000002 0.087020000000000014 0.085595000000000018 0.083415000000000017 -0.14226499999999997 0.077565000000000009 0.077685000000000018 0.0033150000000000007 0.11018500000000002 -0.10108499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.023869999999999995 0.084290000000000018 -0.076229999999999978 0.11789500000000001 0.10112500000000001 -0.016074999999999996 0.084290000000000018 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2 8 9 10 11 12 13 14 16 17 -3 18 19 -16 21 25 28 -24 -25 -21 27 -22 29 -23
right_child=6 7 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 26 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002999090290775635 0.00043543335400470011 0.0023688832122688913 0.0020095260602753739 0.00073414454122182197 -0.00027525964801980527 0.0016952034791723244 -0.0005851728670666005 0.0018254086588912874 4.6642065136768753e-05 0.00017093701532218798 0.0016163881142420491 0.0013457868496428032 -0.00014754962984691659 7.4977758866020489e-05 3.452731760257332e-05 -0.00053372891305077357 0.0011054449273292912 0.00074787734776097419 0.0019222022238849475 0.0011137734790045257 0.0022681202409913525 0.0007639963360270614 -0.00091517792122924359 0.00090327526655779964 1.9827724807591924e-05 0.0021804901073133051 0.00069786032265280369 0.001095782151181935 0.00097267130108360947 0.0023916383106767367
leaf_weight=28 335 26 21 463 24 28 23 29 28 28 49 158 26 26 20 20 48 301 28 529 48 23 23 132 49 21 24 31 505 27
leaf_count=28 335 26 21 463 24 28 23 29 28 28 49 158 26 26 20 20 48 301 28 529 48 23 23 132 49 21 24 31 505 27
internal_value=0 0.000946151 0.000735055 0.00078912 0.000739356 0.00078895 0.000369864 0.00100029 0.000989266 0.00100159 0.00101259 0.000998263 0.000969469 0.000984909 0.000997663 0.00097474 0.00154936 0.000991872 0.00104218 0.00102497 0.001039 0.000998836 0.000886034 0.000486053 0.00066411 0.0011545 0.00154939 0.00180809 0.00103305 0.00164292
internal_weight=0 2763 564 536 515 491 358 2199 2170 2142 2114 2065 1907 1881 1855 1781 74 1761 1460 1432 1412 1309 759 204 181 550 103 79 555 50
internal_count=3121 2763 564 536 515 491 358 2199 2170 2142 2114 2065 1907 1881 1855 1781 74 1761 1460 1432 1412 1309 759 204 181 550 103 79 555 50
is_linear=0
shrinkage=0.00396435


Tree=1070
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 0 15 2 0 2 34 52 4 16 4 12 16 43 15 10 52 16 15 47 0
split_gain=430.241 70.286 45.9984 37.7375 26.5812 20.9144 17.7939 17.1804 13.0366 11.8029 10.4593 10.2578 9.84658 9.17265 9.12904 10.3635 8.92703 10.5999 7.70091 7.61147 9.79622 6.00913 5.58219 5.54134 6.12485 5.42977 4.89497 4.82343 4.80934 6.6856
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.033845000000000007 0.077845000000000011 -0.11173999999999999 -0.10469999999999999 0.11474000000000002 -0.079119999999999982 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.39185999999999993 -0.49013999999999996 0.08401500000000002 -0.12029499999999999 -0.080324999999999994 -0.41942499999999994 -0.38124499999999995 -0.065544999999999978 -0.039889999999999988 0.090455000000000021 0.090100000000000013 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 8 14 10 -5 11 -1 -6 -12 15 -4 17 21 -17 -15 -21 -10 -11 -16 -25 -20 -13 -8 29 -3
right_child=1 2 7 9 12 -7 27 -9 16 22 13 26 -14 19 23 18 -18 -19 25 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0032672207383715297 0.0028209877784289906 0.0020262482986002817 0.0004749296476533149 0.0027011549073229172 0.0025579067942285917 0.0019232051675271654 0.0037874686535774821 0.0018587123371188812 0.0029507996863654302 0.0018822269090503657 0.0029698691884015287 0.0018082388690392726 0.0015674574118118344 0.003076484612111441 0.00093472934796375528 0.00091445450296844108 0.0028800973417043201 0.0015765966143567454 0.0011130428253628177 0.0019830476116315127 0.0027403647101963404 0.0023400550723566456 0.00099893837111931887 0.0007137401605671204 -0.00022474084435123552 0.0020352505616325249 0.0026019991910852121 0.0031115495547070038 0.0019768455293693505 0.0012880948521595517
leaf_weight=20 76 28 45 28 81 48 47 37 44 47 1190 39 26 122 32 56 106 28 21 36 481 112 20 25 30 31 25 37 32 171
leaf_count=20 76 28 45 28 81 48 47 37 44 47 1190 39 26 122 32 56 106 28 21 36 481 112 20 25 30 31 25 37 32 171
internal_value=0 0.00155055 0.00139355 0.00280279 0.00174024 0.00283799 0.00285719 0.000970516 0.00283307 0.00193764 0.00287501 0.00239185 0.00231724 0.0028972 0.000833586 0.00103953 0.0025564 0.00236992 0.00127478 0.00276187 0.00268763 0.00251232 0.00161856 0.000471409 0.000201841 0.00166282 0.0021183 0.00348974 0.00147298 0.00139196
internal_weight=0 691 615 2430 338 2335 2287 277 2203 95 1913 84 107 1829 240 153 290 184 108 639 517 156 67 87 55 52 64 84 231 199
internal_count=3121 691 615 2430 338 2335 2287 277 2203 95 1913 84 107 1829 240 153 290 184 108 639 517 156 67 87 55 52 64 84 231 199
is_linear=0
shrinkage=0.00140032


Tree=1071
num_leaves=31
num_cat=0
split_feature=4 2 3 106 44 3 13 4 15 160 4 15 0 3 48 14 14 0 157 4 52 15 3 151 2 150 130 43 4 1
split_gain=7.14996 2.49638 2.23481 1.60242 1.40391 1.37818 2.56908 2.04569 2.77251 1.42872 1.97743 1.86483 1.38127 1.36848 1.26054 1.13752 2.20733 2.12147 4.92875 3.25198 4.48754 2.56824 2.34416 1.64649 1.51116 1.52472 1.47089 2.55198 1.52523 1.43679
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.085655000000000009 1.0000000180025095e-35 0.31370500000000007 -0.15714499999999998 0.63113500000000011 -0.40580499999999992 0.083670000000000008 0.41816000000000003 -0.10091499999999999 -0.098289999999999975 -0.0025099999999999996 0.14505500000000002 0.10189000000000002 0.076975000000000002 -0.11173999999999999 -0.067349999999999979 0.022185000000000003 0.15915500000000002 -0.088749999999999982 -0.023499999999999997 -0.044604999999999992 -0.090999999999999984 -0.094239999999999977 -0.054004999999999991 -0.51144999999999985 -0.52556499999999995 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 6 -2 8 -7 10 11 -8 -12 -14 15 16 17 18 -1 22 21 -21 -20 -24 -19 -26 -27 -28 -29 -18
right_child=5 -3 -4 -5 -6 7 9 -9 -10 -11 12 -13 13 -15 -16 -17 29 24 19 20 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0010952874287741259 0.0014914588416942965 -0.00010032369463951749 0.00022487401256026461 9.7581613907502592e-05 0.0015862797151802235 0.00037237603766380551 -0.0010571230913897964 0.00071892604434836878 -0.0014747916825775167 0.0009894297973202439 0.0010147659120355317 0.00014928121085087571 0.0004980644849167644 -0.00036520550502397794 5.2589134414458731e-05 0.00010281870307471205 0.0011857168360241588 0.00013603462082338943 -0.00078063159776070395 0.0010643763789023747 -0.00016353603346175332 0.0025889485030552608 0.0012595154639111167 0.00019941413925520879 0.0019342549763521019 0.001351122816397233 -0.00022272438487261595 0.0017218395813517176 0.00091940671795850829 0.0022931436627218558
leaf_weight=21 28 33 63 31 40 20 24 24 22 39 44 53 91 32 22 22 44 30 20 29 20 28 30 51 20 106 25 31 2055 23
leaf_count=21 28 33 63 31 40 20 24 24 22 39 44 53 91 32 22 22 44 30 20 29 20 28 30 51 20 106 25 31 2055 23
internal_value=0 0.000881293 0.000893242 0.000909144 0.000918757 0.000353933 0.000453944 -0.000117328 -0.000595188 0.000351292 0.000249295 -0.000226741 0.000468784 0.000273474 0.000908396 0.000915765 0.000922826 0.000905354 0.000549893 0.000743987 0.00129983 0.00181329 0.000320227 0.000592044 0.000936557 0.000947293 0.000938389 0.000917664 0.000931332 0.00156588
internal_weight=0 2744 2711 2648 2617 377 311 66 42 283 244 77 167 123 2577 2555 2533 2466 199 178 77 57 101 81 2267 2237 2217 2111 2086 67
internal_count=3121 2744 2711 2648 2617 377 311 66 42 283 244 77 167 123 2577 2555 2533 2466 199 178 77 57 101 81 2267 2237 2217 2111 2086 67
is_linear=0
shrinkage=0.00359063


Tree=1072
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 2 4 4 4 1 11 0 1 0 1 15 123 12 2 4 3 47 0 159 150 2 50 160
split_gain=741.826 93.3322 80.0277 55.4552 42.1288 28.045 27.0732 26.0123 23.3161 20.0422 14.9845 13.9764 12.4767 11.815 11.1501 10.8801 10.286 9.32515 8.71526 7.60854 7.11737 8.11604 7.74258 6.81778 6.30375 5.59941 8.0753 8.23814 5.54089 5.44797
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.27287000000000006 0.09141500000000001 0.14285500000000004 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.10124500000000002 1.0000000180025095e-35 -0.23194499999999998 0.15471500000000002 -0.13027499999999997 0.086105000000000015 0.13592500000000005 0.084025000000000016 -1.0000000180025095e-35 0.098035000000000011 -0.064054999999999987 0.013900000000000001 0.10350500000000001 -0.09595999999999999 0.082585000000000006 0.084680000000000019 0.11237500000000002 0.08461500000000001 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 13 7 12 19 23 -6 17 18 15 -1 29 -4 -14 24 -11 -3 21 -15 -23 -5 -8 26 27 -2 -9 -7
right_child=1 5 6 8 9 14 10 28 -10 11 -12 -13 16 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034042580582419974 0.0021898601179750144 0.0011236049545663852 0.0020078230098827315 0.0029062006551290971 0.0027409726120604903 0.0010713971163288972 0.0031788931850407869 0.00010497099419543239 0.00140546079364288 0.0022419118458019108 0.0022972531694126518 0.0013970752891516638 0.003556693621534897 0.0030161091168635057 -8.7536295307646605e-05 0.0028625080602618521 0.0026938023518471763 0.0019673660663725402 0.0015462012225302278 0.0019051366665825545 0.0021983057020616031 0.002694959726912664 0.0018335827504241823 0.002277299604657875 0.0026849408337049981 0.0010286894474234964 0.0010687996540634254 0.001380256224043838 0.00094040734147894114 0.00051858713579593888
leaf_weight=22 27 25 20 45 31 30 36 22 29 74 160 85 61 52 35 1139 26 23 35 48 62 40 21 46 644 66 45 43 20 109
leaf_count=22 27 25 20 45 31 30 36 22 29 74 160 85 61 52 35 1139 26 23 35 48 62 40 21 46 644 66 45 43 20 109
internal_value=0 0.00124918 0.00267956 0.00169688 0.00222291 0.000782901 0.00277094 0.00122308 0.00230244 0.00188329 0.00261454 0.00174624 0.00287925 0.00261081 0.000491978 0.00284776 0.00329882 0.00268676 0.00201852 0.00163749 0.00251106 0.00268267 0.00239842 0.00258829 0.00271109 0.0012954 0.00144846 0.00169253 0.000502798 0.000637899
internal_weight=0 590 2531 301 422 289 2109 115 120 225 863 194 1246 197 174 1159 87 703 109 73 175 113 61 91 680 181 115 70 42 139
internal_count=3121 590 2531 301 422 289 2109 115 120 225 863 194 1246 197 174 1159 87 703 109 73 175 113 61 91 680 181 115 70 42 139
is_linear=0
shrinkage=0.00114875


Tree=1073
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 4 1 2 2 4 1 15 160 47 0 150 4 1 12 15 10 475 52 4 131 12
split_gain=666.709 112.201 64.5639 55.6275 35.4656 30.4522 23.681 23.0502 19.4752 18.7162 16.7397 13.6244 11.6347 11.7855 7.18061 6.06738 5.77155 5.69419 6.8767 6.02252 5.57976 9.52491 5.41047 5.32802 6.7606 5.02091 5.36925 5.02574 4.69661 4.42026
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.40473500000000007 0.077845000000000011 0.091265000000000013 0.14753000000000002 0.27834500000000006 0.089875000000000024 0.090455000000000021 -1.0000000180025095e-35 0.090100000000000013 -0.23091999999999999 0.11648500000000002 -0.013514999999999998 0.089770000000000016 0.085885000000000017 -0.41942499999999994 -0.38124499999999995 -0.088274999999999978 0.40674500000000008 -0.51253999999999988 0.09031500000000002 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 17 6 8 12 11 -6 -5 14 13 -4 25 -8 -15 18 -3 -20 -13 29 -16 -14 -25 -1 27 -27 -2 -22
right_child=1 2 7 10 9 -7 15 -9 -10 -11 -12 20 23 16 22 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0030125733290549492 0.0035704931098149025 0.0022929494032983906 0.0018945596386208069 0.0031788538365924942 0.0030423357727767885 0.0023289223342361576 0.0043527459637313585 0.002173266724626104 0.0021333059493689826 0.0018708030730149891 0.0019877601247154223 0.0033154924798607746 0.0011182740321441667 0.0015750499654719303 0.002810392156657778 0.0036523937651891801 0.00090566954388052396 0.0022866034747473342 0.0016896897329120848 0.00093423264365369166 0.0033574430858313059 0.002304743951744616 0.0033187477961875928 0.0009512124158706489 4.0314525667294497e-05 0.0041473500682148671 0.0029208261810322253 0.0034928325140947247 0.0028786333899003358 0.0030349390133511496
leaf_weight=38 52 28 40 28 74 48 47 37 22 33 67 408 32 29 41 37 84 32 151 20 111 24 241 25 30 20 27 1073 24 198
leaf_count=38 52 28 40 28 74 48 47 37 22 33 67 408 32 29 41 37 84 32 151 20 111 24 241 25 30 20 27 1073 24 198
internal_value=0 0.00186909 0.00168584 0.00330922 0.0020653 0.0033487 0.0033701 0.00122282 0.0033444 0.00268102 0.00233882 0.00335661 0.00107629 0.00129108 0.00342996 0.00404426 0.00107746 0.00178009 0.00169865 0.00160133 0.00321407 0.00308981 0.00324484 0.000698558 0.000454359 0.00347504 0.00349073 0.00350481 0.00335201 0.00315079
internal_weight=0 691 615 2430 338 2335 2287 277 2203 107 95 2181 240 153 1440 84 113 231 199 171 741 333 282 87 55 1158 1120 1093 76 309
internal_count=3121 691 615 2430 338 2335 2287 277 2203 107 95 2181 240 153 1440 84 113 231 199 171 741 333 282 87 55 1158 1120 1093 76 309
is_linear=0
shrinkage=0.00129368


Tree=1074
num_leaves=31
num_cat=0
split_feature=1 4 105 3 2 1456 48 12 132 2 2 12 14 13 0 456 3 3 40 48 3 15 3 4 156 0 0 1451 50 16
split_gain=10.3463 3.91218 3.43026 3.58925 2.38321 2.26573 1.95022 2.13711 3.1422 2.05427 2.88035 2.92149 2.26071 2.11834 1.93245 1.89161 1.91364 1.66611 1.4634 1.42704 2.33233 1.4555 1.41361 1.2502 1.66775 1.5586 1.42756 1.20862 1.30415 1.60927
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31370500000000007 0.16394500000000004 -0.049894999999999995 0.15372000000000002 0.11734000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.092465000000000006 -0.47013499999999991 -0.0062949999999999994 0.22582000000000002 0.090345000000000009 0.076840000000000006 0.11658 -0.077474999999999988 0.10168500000000001 -0.073309999999999986 -0.13578499999999996 0.10732000000000001 0.042705000000000007 0.013700000000000002 -0.11242999999999999 -0.094299999999999981 0.089825000000000002 -1.0000000180025095e-35 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 3 5 -5 -3 7 8 -7 13 11 -11 -12 18 19 16 -14 -18 -10 21 -21 -1 23 27 25 -25 -27 28 -23 -30
right_child=1 2 -4 4 -6 6 -8 -9 9 10 12 -13 15 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0016989426073577938 0.001500457961118301 0.0017036387750419763 0.0020926993344459626 0.00014877500635626165 -0.0013725093143688121 -0.00091377293996495774 -0.0005725519954357162 0.0014084464209901297 0.00090419239861935557 0.0023866328727406533 0.0017766469387476196 0.00089170864974110245 0.00027149041217680044 -0.00099184930650259061 -9.4448618357713579e-06 -0.00063945370695700759 0.0018202574464994971 0.00066348763040949504 -0.00028620050932627811 0.0011346246297644657 -9.1174638579100532e-05 0.0020608566465997605 0.00047159211370642102 0.0017397999553869774 -8.2666915269448418e-05 0.00054577464181427291 0.0012072813247590666 0.0021399744491897433 0.0012883447840868123 0.00099434350252765443
leaf_weight=94 78 29 22 70 20 21 21 49 39 28 21 67 145 21 20 22 26 68 26 81 33 29 39 42 21 88 112 23 1415 351
leaf_count=94 78 29 22 70 20 21 21 49 39 28 21 67 145 21 20 22 26 68 26 81 33 29 39 42 21 88 112 23 1415 351
internal_value=0 0.000675111 0.000582482 0.000533114 -0.000189288 0.000644634 0.000589199 0.000634972 0.000556665 0.000623359 0.000747007 0.00133232 0.000549828 8.13192e-05 0.00119352 0.000451119 0.000551506 0.000983445 0.000428035 0.00120386 0.000779788 0.00122569 0.00120471 0.00121845 0.000967982 0.00105915 0.000916218 0.00125468 0.00124334 0.00122991
internal_weight=0 773 695 673 90 583 554 533 484 463 377 95 282 86 2348 261 239 94 65 2328 114 2214 2120 2081 263 242 200 1818 1795 1766
internal_count=3121 773 695 673 90 583 554 533 484 463 377 95 282 86 2348 261 239 94 65 2328 114 2214 2120 2081 263 242 200 1818 1795 1766
is_linear=0
shrinkage=0.00388662


Tree=1075
num_leaves=31
num_cat=0
split_feature=1 4 3 2 96 15 51 133 10 41 0 15 42 47 0 0 4 16 3 157 157 45 3 4 4 4 2 42 129 48
split_gain=8.38051 3.25519 2.17691 2.17503 2.73323 2.63631 2.38557 2.13097 2.57604 2.05705 1.86237 1.85606 1.81012 1.86975 1.68583 1.56528 1.56472 1.32464 1.31196 1.24611 1.43121 1.32291 1.42693 1.95553 3.65564 1.23907 1.53403 1.26222 1.33509 1.43169
threshold=0.10124500000000002 -0.04890499999999999 0.149315 0.10222000000000002 0.087655000000000025 -0.026084999999999994 0.10027500000000002 0.0068000000000000014 0.094860000000000014 0.082735000000000017 -0.043914999999999989 -0.41396999999999995 0.090545000000000014 0.11170500000000001 -0.0058249999999999994 0.22582000000000002 0.053180000000000012 0.40020000000000006 0.084940000000000015 -0.48214999999999997 -0.28320499999999993 0.081955000000000014 0.090900000000000009 -0.062539999999999984 0.0033150000000000007 0.033845000000000007 0.12358500000000001 -0.14609499999999997 0.085550000000000015 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 14 4 7 6 9 8 12 10 18 -12 13 -3 -2 19 -7 -16 -5 -1 -21 22 25 -24 -25 26 27 -22 29 -29
right_child=1 3 -4 5 -6 16 -8 -9 -10 -11 11 -13 -14 -15 17 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0021929549171751089 0.002183189263552781 0.0021324588636984763 1.0172873146646646e-05 2.0462891307474286e-06 -0.00053570857804526907 -0.0013384382498025107 0.0013372662857590776 0.00025108719075167307 2.7465087864848859e-05 0.0015671420931008886 0.00024966062655275333 -0.0015410944191323129 0.00085538761485898359 0.00071891239703148803 0.00034769376974400361 -9.2010422861429156e-06 0.00024030728583341164 0.0014788985604379998 0.00066539899386279478 0.00026564233095344901 0.0017973801302262234 0.0022529497506468261 0.0012058285031896045 -0.0013106438487362081 0.0010273222622275533 0.0009476344240839337 0.00027227002280579449 0.0012869326675444613 0.00077435937237947672 0.00075980152272356587
leaf_weight=21 38 67 22 99 24 25 46 58 29 21 21 20 64 22 27 20 20 57 113 31 71 20 60 20 29 318 29 1523 109 97
leaf_count=21 38 67 22 99 24 25 46 58 29 21 21 20 64 22 27 20 20 57 113 31 71 20 60 20 29 318 29 1523 109 97
internal_value=0 0.000657686 0.00122826 0.000527061 0.000817948 0.000316666 0.000450743 0.000953313 0.0011771 0.000301911 0.000196892 -0.000623878 0.001395 0.00178304 0.00144792 0.00116271 -0.000636774 0.0011153 0.000355626 0.00117278 0.0011635 0.00117573 0.00116618 0.000696598 7.30504e-05 0.00119001 0.00123216 0.00124762 0.00122505 0.00125537
internal_weight=0 773 144 629 264 365 320 240 182 274 253 41 153 89 122 2348 45 84 212 2328 2307 2276 2256 109 49 2147 1829 1800 1729 1620
internal_count=3121 773 144 629 264 365 320 240 182 274 253 41 153 89 122 2348 45 84 212 2328 2307 2276 2256 109 49 2147 1829 1800 1729 1620
is_linear=0
shrinkage=0.004207


Tree=1076
num_leaves=31
num_cat=0
split_feature=1 4 105 2 3 402 12 1456 12 48 39 147 49 48 0 47 14 3 4 15 15 52 3 43 13 14 39 4 43 0
split_gain=6.78821 2.64381 2.6527 3.12154 3.60149 2.11893 1.59281 1.72764 1.46295 1.50651 1.31883 1.26685 1.35555 1.80654 1.68863 1.31925 1.60821 1.2358 2.12268 2.23051 1.21886 1.19761 1.19026 2.02203 2.03938 1.49237 2.2714 1.14703 3.20011 2.27632
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.25063000000000007 -0.012939999999999998 0.093135000000000009 -0.12529499999999996 -0.049894999999999995 0.11903500000000002 -0.079469999999999985 0.10076500000000001 0.099730000000000027 0.32042500000000002 0.14093000000000003 -0.18901999999999997 0.087885000000000019 -0.47071999999999997 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 -0.070929999999999979 0.12418000000000001 0.10299500000000002 -0.08287499999999999 -0.0069799999999999992 -0.10708499999999999 0.084780000000000008 -0.42529999999999996 -0.53814999999999991 0.034820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 5 -5 6 -3 -8 9 -9 17 12 13 14 -11 16 -16 27 -19 -20 -17 22 23 24 -18 -25 -27 -1 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 -10 11 -12 -13 -14 -15 15 20 21 18 19 -21 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=0.0013914061181443049 0.0011546544760349454 0.0012537048506296078 0.0016950109013306731 0.00048346010805329175 -0.0016369781854698516 -0.00043561947647463171 0.0013395779608260138 0.0012600277780559846 0.0010775170368014578 0.0011731871581834646 0.00019491584340913847 -0.00051897189995588793 0.0012707893506666622 -0.0005991166143467677 0.001040565834115814 0.0010094839610261231 0.00089032515960272055 0.00098427477345444268 0.00066131633691581177 -0.00097963196743445754 0.0001587489622403939 0.00069749342806016976 0.00046390992950635945 0.00021129565538706375 -0.00050582151964992687 -0.0016843040730743629 -0.00029605204723969012 0.0022832855659114738 0.00092747964685560623 9.4842421204483629e-05
leaf_weight=73 78 37 22 22 21 33 29 24 42 33 34 23 21 27 26 58 36 60 25 20 37 36 50 27 23 25 43 23 2068 45
leaf_count=73 78 37 22 22 21 33 29 24 42 33 34 23 21 27 26 58 36 60 25 20 37 36 50 27 23 25 43 23 2068 45
internal_value=0 0.0005153 0.000443545 0.000402635 -0.000552103 0.0004678 0.000517737 0.000469111 0.000421571 0.000365232 0.000910991 0.000319049 0.000362657 0.000317358 0.000380162 0.00030767 0.000175357 0.000921513 0.000533302 -6.7994e-05 0.000678145 8.16259e-05 -2.70566e-05 -0.000186461 0.000346065 -0.000517188 -0.000806439 0.000939966 0.000924537 0.000909747
internal_weight=0 773 695 673 43 630 597 560 531 489 2348 465 442 421 394 361 266 2314 105 45 95 240 204 154 59 95 68 2209 2136 2113
internal_count=3121 773 695 673 43 630 597 560 531 489 2348 465 442 421 394 361 266 2314 105 45 95 240 204 154 59 95 68 2209 2136 2113
is_linear=0
shrinkage=0.00366245


Tree=1077
num_leaves=31
num_cat=0
split_feature=4 2 3 106 3 13 13 4 15 15 15 1375 132 42 3 13 0 1213 1212 12 1456 133 4 49 158 1447 3 41 41 52
split_gain=5.8893 1.93925 1.79605 1.414 1.39895 1.74563 1.7151 1.57417 2.1877 1.29676 1.57404 1.71789 1.66125 1.30142 2.0099 1.74103 3.01458 1.71174 1.38239 1.29315 1.2794 1.50759 1.87954 1.57519 1.28242 2.19697 3.18548 1.36769 3.12129 1.27784
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.31370500000000007 -0.15714499999999998 -0.10664 0.63113500000000011 -0.40580499999999992 -0.14147499999999996 -0.094329999999999983 -0.24191999999999997 -1.0000000180025095e-35 0.11387000000000001 -0.081924999999999984 -0.06532499999999998 -0.068944999999999992 0.12389500000000002 0.11534000000000001 0.11351500000000002 0.056265000000000009 0.08784500000000002 -0.019614999999999997 -0.0087049999999999992 0.11817500000000002 -0.085754999999999984 -0.082404999999999992 0.075585000000000013 0.083525000000000016 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -2 -7 8 -6 -1 12 -12 -11 17 -15 -16 -17 18 20 29 24 23 -23 -22 25 26 -13 -27 -29 -8
right_child=4 -3 -4 -5 7 6 19 -9 -10 10 11 13 -14 14 15 16 -18 -19 -20 -21 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0014846661385782532 0.0016281018150594759 -0.00011495637971689194 0.00024284135510292747 5.0266962747086584e-05 0.00034722378600954198 -0.00089872287736879775 0.0001932130573800297 0.00072660877615639079 -0.0017753650772590846 -0.00064508881227983317 -0.0002336966000015307 -0.0013636813238035264 0.00076801718595908143 0.001492326704680571 0.0010910303586816881 -0.0015406745329831007 0.00049974254068790532 0.0017611299139055128 3.2480320562679605e-05 0.0015173172663638956 0.0026072037188198012 0.0018084645998418664 0.00021340800391046126 0.0014234957631537874 0.0017717918348665305 0.0010327294853999392 0.0011020074009786608 0.0027478856448680737 0.00067986606886327099 0.00091725233857663571
leaf_weight=139 28 33 63 31 20 20 176 24 22 20 22 20 175 49 48 21 61 82 27 25 35 28 37 79 52 1620 26 32 31 75
leaf_count=139 28 33 63 31 20 20 176 24 22 20 22 20 175 49 48 21 61 82 27 25 35 28 37 79 52 1620 26 32 31 75
internal_value=0 0.00100421 0.0010179 0.00103643 0.000394025 0.000519583 0.000414723 -0.000222348 -0.000764608 0.00104817 0.00102355 0.00105795 0.000623083 0.00107059 0.000690635 0.000388458 -2.28033e-05 0.00110347 0.00107633 0.0005099 0.00109071 0.00146504 0.000900509 0.00178691 0.00105308 0.00103147 2.99688e-05 0.00105884 0.00173029 0.000409559
internal_weight=0 2731 2698 2635 390 324 296 66 42 2604 2465 2270 195 2248 179 130 82 2069 1987 276 1960 179 65 114 1781 1729 46 1683 63 251
internal_count=3121 2731 2698 2635 390 324 296 66 42 2604 2465 2270 195 2248 179 130 82 2069 1987 276 1960 179 65 114 1781 1729 46 1683 63 251
is_linear=0
shrinkage=0.00464487


Tree=1078
num_leaves=31
num_cat=0
split_feature=4 97 14 3 150 3 48 10 16 43 0 3 3 1 48 40 13 3 42 1208 1455 1428 472 15 13 1454 1444 481 15 3
split_gain=4.77034 1.61587 1.8008 2.24333 1.3544 1.30007 1.31918 1.40802 1.29165 3.32587 2.20254 1.53772 1.90917 1.5126 1.39553 1.21948 1.67993 1.07522 1.06458 1.683 1.21332 1.17277 1.81361 1.42509 1.84254 1.75315 1.70163 1.69202 1.65896 1.54112
threshold=0.26450500000000005 -0.0047149999999999996 -0.24175999999999997 0.20828500000000003 0.076925000000000007 0.63141500000000017 0.12118000000000002 -0.15282499999999996 -0.4179199999999999 -0.076124999999999984 -0.036484999999999997 -0.15327499999999997 -0.084319999999999992 0.13501500000000002 -0.074214999999999989 0.051255000000000002 0.40528500000000006 0.048265000000000009 0.11387000000000001 0.099975000000000008 0.11922500000000001 0.094820000000000015 -1.0000000180025095e-35 0.083195000000000005 0.054800000000000008 0.08950000000000001 -0.083144999999999983 -0.050084999999999991 0.095575000000000007 -0.098469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 15 -1 6 7 -2 11 -10 -11 -9 -13 14 -14 16 18 -16 20 -20 21 23 -23 26 25 -25 -4 -28 29 -26
right_child=5 2 3 -5 -6 -7 -8 8 9 10 -12 12 13 -15 17 -17 -18 -19 19 -21 -22 22 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.00074803920337434778 -0.00041493719777537338 0.0018643469190044169 -0.00043678646777739558 6.2735375610948758e-05 0.00069345557345153826 -0.00068181619284315737 -0.0005051413413861229 -8.8657611365707301e-05 -0.0008947699270222514 0.00022834996169538715 0.0016663773540762908 0.0018694519794458528 3.6843798046473299e-05 -0.00012523057454339676 0.00086443497611792995 1.0574316176425952e-05 0.001804171182923642 0.0018913307325872355 0.00032984102277412134 0.0012697034275563888 0.001786926722378608 0.00071156326986916523 0.0022918759357245517 0.0010037209149370628 0.0011698242965068027 -0.00018438790241013348 0.0011596052670488531 0.00068170147936546415 -0.00040764047631943628 3.1129783296046927e-05
leaf_weight=20 29 24 20 68 21 20 26 32 33 70 22 25 23 29 59 31 26 22 157 37 20 25 21 811 47 20 129 1195 28 31
leaf_count=20 29 24 20 68 21 20 26 32 33 70 22 25 23 29 59 31 26 22 157 37 20 25 21 811 47 20 129 1195 28 31
internal_value=0 0.000771373 0.000783278 0.000773546 -9.71261e-06 0.000302667 0.000355882 0.00042096 0.000497915 0.000184939 0.000572226 0.000703821 0.000864323 0.000675388 0.000898638 0.00079215 0.000801589 0.00114334 0.00079133 0.000509093 0.00081466 0.000806303 0.00143301 0.000793665 0.00091234 0.000975126 0.000710928 0.000728265 0.000420121 0.000717266
internal_weight=0 2731 2690 2666 41 390 370 344 315 125 92 190 158 133 104 2598 2567 81 2541 194 2347 2327 46 2281 937 831 1344 1324 106 78
internal_count=3121 2731 2690 2666 41 390 370 344 315 125 92 190 158 133 104 2598 2567 81 2541 194 2347 2327 46 2281 937 831 1344 1324 106 78
is_linear=0
shrinkage=0.00396435


Tree=1079
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 4 0 0 15 1 52 4 49 1 50 394 4 16 40 0 484 2 15 157 15
split_gain=478.578 78.3867 41.8519 35.6469 30.5533 25.2883 19.0513 18.4188 15.6013 16.0116 14.3126 13.4955 12.6736 12.1945 11.7856 11.3013 11.1375 9.53549 7.84522 7.04174 7.00172 7.00492 6.25212 5.86555 5.66275 6.45718 5.33873 4.92159 4.7608 4.55259
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.033845000000000007 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 0.077845000000000011 1.0000000180025095e-35 0.27044500000000005 -0.054984999999999992 0.12408500000000001 0.041865000000000006 -0.079154999999999989 -0.49013999999999996 -0.039889999999999988 -0.077714999999999992 -0.066689999999999985 0.081425000000000011 0.11411 -0.41942499999999994 -0.0045449999999999996 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 23 10 -8 -10 11 13 -13 -1 -4 16 -12 -2 -11 27 -14 28 -15 -3 -23 -26 -5 -6 -22 -9
right_child=1 4 14 26 19 -7 8 29 9 18 15 12 20 22 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.003248650242435658 0.0017586549798026998 0.0012033764175477222 0.0026418303424829339 0.0018922274839375229 0.00075706180427317481 0.0018530034232300215 0.0024738603820546271 0.0037367256893319277 0.0025072552195991938 0.0014830790178558622 0.0024551049494543095 0.0029651179115631962 0.0019463156484175587 0.0017077907982614713 0.0016020353278666593 0.0028879797537797597 0.0014136836296188829 0.0026837346710686027 0.00089324240119639114 0.0011741274986027891 0.0033344794427405851 0.002784308072889468 0.0025700299649372513 0.000541109860598331 0.0025821454017334617 0.0017817821900912216 0.0011914548166674951 4.9063799081693306e-05 0.0027951230182602115 0.0031055566663450896
leaf_weight=20 24 47 28 31 29 48 30 47 23 151 163 1190 20 39 67 106 21 127 56 23 56 339 25 50 140 21 54 46 63 37
leaf_count=20 24 47 28 31 29 48 30 47 23 151 163 1190 20 39 67 106 21 127 56 23 56 339 25 50 140 21 54 46 63 37
internal_value=0 0.00151479 0.00278422 0.00214424 0.00118831 0.00281984 0.00137105 0.00284014 0.00156096 0.00144188 0.00281655 0.00285879 0.00288302 0.00233128 0.0019085 0.00253791 0.00233625 0.0025367 0.00132351 0.000522619 0.00273012 0.00275545 0.0020446 0.000862002 0.0026856 0.00247775 0.00144703 0.000322823 0.00304894 0.00345871
internal_weight=0 691 2430 236 455 2335 357 2287 260 230 2203 1913 1829 84 95 290 184 151 207 98 639 619 64 97 500 161 85 75 119 84
internal_count=3121 691 2430 236 455 2335 357 2287 260 230 2203 1913 1829 84 95 290 184 151 207 98 639 619 64 97 500 161 85 75 119 84
is_linear=0
shrinkage=0.00134594


Tree=1080
num_leaves=31
num_cat=0
split_feature=1 4 484 1 49 4 96 106 10 0 147 16 16 48 484 124 13 132 0 52 16 16 40 1 42 1 4 15 12 42
split_gain=5.21595 2.99896 2.11269 1.79337 1.84573 1.70695 1.81841 1.5463 2.40309 2.96099 1.55754 1.42206 2.0637 1.35637 1.45825 1.74097 1.62455 1.81023 2.2608 1.67 1.29796 2.14555 1.24862 1.24213 1.36305 1.21536 1.20582 1.19086 2.16923 1.8269
threshold=0.095950000000000021 -0.0086549999999999978 -0.020124999999999994 0.13743000000000002 -0.12164499999999999 -0.0047449999999999992 0.088850000000000026 0.083930000000000018 -0.0079749999999999977 -0.078904999999999989 0.10735000000000001 -0.016164999999999995 0.41221000000000008 0.14093000000000003 0.096415000000000015 -0.087019999999999986 0.10935500000000002 0.094155000000000016 -0.0058249999999999994 -0.075329999999999994 -0.44310499999999992 -0.29154999999999992 -0.061244999999999994 0.11414000000000001 0.087505000000000013 0.117245 0.038415000000000012 -0.082809999999999981 -0.077884999999999996 -0.087819999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 4 -4 -3 7 8 9 -7 13 -6 22 14 15 -10 17 18 19 25 -1 -22 -13 24 -24 -17 27 29 -29 -23
right_child=1 5 3 -5 11 6 -8 -9 10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013403203455701626 0.0019165840023124686 -0.00084307493623532351 0.0018162843488698731 -0.00028206119048617437 0.001250264819091663 0.00043778007776381332 -0.00083660266209577804 0.0014532339660493112 0.0016904566903828294 -0.0017110231852641169 -0.00065478644066542589 0.00073653381916887015 0.001034171803006827 -0.00052662473637294326 -0.00035363039374491798 0.0021085721949644178 -0.00030734292686128472 -0.00033143510225016785 0.0020204875957428306 0.00051401978059323512 -0.00023945187658769721 0.0018811415940917999 -0.0012062710988147859 0.0006591975242297856 0.00020138377481458187 0.00068790742740819496 0.00056454609067165332 -0.00044666804435627901 0.00088809106329191883 0.0010185963890489529
leaf_weight=107 28 20 29 27 64 24 20 24 25 20 20 41 82 20 27 21 33 29 22 237 29 48 25 21 22 20 177 21 1516 322
leaf_count=107 28 20 29 27 64 24 20 24 25 20 20 41 82 20 27 21 33 29 22 237 29 48 25 21 22 20 177 21 1516 322
internal_value=0 0.000525048 0.00083143 0.000733731 0.000830303 0.000340237 0.000383902 0.000430664 0.000381384 -0.000538949 0.000470579 0.000718172 0.000539878 0.000522439 0.000573118 0.000637775 0.000565076 0.000652583 0.000747705 0.000646981 0.000897137 0.000874694 0.000168025 -0.000174753 -0.000547369 0.00141556 0.000890198 0.000920424 0.000869854 0.00113049
internal_weight=0 901 339 311 284 562 542 522 498 44 454 255 191 434 414 387 362 329 300 278 2220 2113 109 68 47 41 2084 1907 1537 370
internal_count=3121 901 339 311 284 562 542 522 498 44 454 255 191 434 414 387 362 329 300 278 2220 2113 109 68 47 41 2084 1907 1537 370
is_linear=0
shrinkage=0.00412451


Tree=1081
num_leaves=31
num_cat=0
split_feature=4 2 1 457 48 13 151 457 43 0 43 3 159 3 457 474 457 160 3 1443 1 15 475 475 160 15 475 2 49 2
split_gain=4.37955 1.57214 1.37513 2.38951 1.58309 1.71521 1.35935 1.40176 1.34533 1.56925 1.69042 1.40345 1.601 1.51211 1.32711 1.49289 1.61559 1.65674 1.49286 1.96148 1.26175 1.25408 1.20848 2.77689 1.19346 1.18876 1.18099 1.07505 1.36502 1.07466
threshold=0.26450500000000005 0.17025000000000004 0.089875000000000024 0.079590000000000008 -0.075224999999999986 -0.14819499999999997 -0.086654999999999982 0.29113500000000009 -0.03898999999999999 -0.10224499999999999 -0.067199999999999996 -0.014944999999999998 0.10333000000000002 -0.071799999999999989 0.041220000000000007 0.083855000000000013 0.084840000000000013 0.097500000000000017 -0.15956499999999998 0.090450000000000016 0.07863500000000001 0.13592500000000005 -0.088274999999999978 -0.10137499999999998 -0.092929999999999985 -0.074054999999999996 -0.085684999999999997 0.12992500000000004 0.12497000000000001 0.25063000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -4 25 -5 -8 9 -7 11 12 13 -11 18 16 -16 -18 20 21 -1 22 23 -20 -10 -6 -24 28 -28 -2
right_child=29 -3 3 6 5 8 7 -9 24 10 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00078107993253236465 0.00033672432290561647 -0.00011840913347737891 0.0017029998308880064 -0.00056282931993051778 0.00059140459067327463 -0.00016080353884537348 0.00086293023298308024 -0.00038232839264769862 -1.775518968056305e-05 0.00083702805286900222 -2.1331812999957289e-05 -0.00017135676561031576 -1.3560957500537686e-05 0.0017422057010732697 0.0023453275526531077 0.00042212976727195711 0.0015319579905866102 0.00038746031511654522 0.00092402482165583914 -0.00033678019528344942 0.0020696865216921221 2.0767521355050284e-05 0.0015004242547836143 -0.00082455451680993374 0.00096671459173066265 -0.00051339809010412531 0.00078257657515604995 0.0015074464042555045 2.7051656490550136e-05 -0.0005122498886824693
leaf_weight=22 366 33 22 37 28 43 36 22 20 137 48 21 26 35 21 32 56 29 34 25 24 34 35 23 266 31 1524 30 37 24
leaf_count=22 366 33 22 37 28 43 36 22 20 137 48 21 26 35 21 32 56 29 34 25 24 34 35 23 266 31 1524 30 37 24
internal_value=0 0.000724771 0.000735084 0.000596491 0.000677491 0.000643046 1.92587e-05 0.000390591 0.000705623 0.00052826 0.000639232 0.000784014 0.000885341 0.00102122 0.000790637 0.00115787 0.00137998 0.00114148 0.000762293 0.000744044 0.0014534 0.000759781 0.000774711 0.000218458 0.000897871 1.0915e-05 0.00079421 0.000778674 0.000764669 0.00028448
internal_weight=0 2731 2698 772 677 655 95 58 596 310 267 219 198 172 1926 138 106 85 1788 1742 46 1717 1683 57 286 59 1626 1591 1561 390
internal_count=3121 2731 2698 772 677 655 95 58 596 310 267 219 198 172 1926 138 106 85 1788 1742 46 1717 1683 57 286 59 1626 1591 1561 390
is_linear=0
shrinkage=0.00388662


Tree=1082
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 2 4 1 2 52 150 0 0 1 4 12 157 157 15 16 12 15 47 14 1 16
split_gain=522.64 85.6213 49.4656 45.2135 28.0044 26.6593 19.3269 16.5425 16.609 15.1577 15.1087 14.7206 14.1504 9.42509 12.7149 8.50154 8.35335 7.17743 6.8735 9.22618 5.43518 4.84942 5.4968 4.72411 4.67049 4.34429 4.28744 5.75718 4.59805 4.64834
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.11474000000000002 0.42051500000000003 0.077845000000000011 0.14285500000000004 1.0000000180025095e-35 0.09487000000000001 -0.15599999999999997 -0.079119999999999982 0.15471500000000002 -0.49013999999999996 0.08401500000000002 -0.0045449999999999996 -0.0095499999999999977 -0.013969999999999998 0.11346000000000002 0.10061500000000002 0.094035000000000007 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 8 15 24 12 -5 -4 14 21 -1 -10 -12 20 -20 -18 -9 -23 -7 -6 -8 27 -3 29 -29
right_child=1 2 10 11 9 23 25 13 16 -11 17 -13 -14 -15 -16 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022184909290227646 0.0024749721337867332 0.001521020594891373 0.0012948539507684472 0.0023675058580095833 0.0024814472804770733 0.0011627311135515711 0.0033559328188894851 0.0016052060204859203 0.0026245549919374921 0.0010393272378510579 0.00048603700571287482 0.0012505550451482259 0.0004333493297182582 0.0024935895067744606 0.0010813308851156367 0.0012142885413677325 0.0030101825303432955 -0.00019260155118691269 0.0017403226371453277 0.0024202766475993763 0.0024622246996572903 0.0021434636518686194 0.0027986800030466515 0.0019772646684523203 0.0018601088732138522 0.0027535351873121594 0.0015376909972641493 0.0013748965649649854 0.00046142285295131013 0.00086454714074392456
leaf_weight=43 76 33 76 28 41 26 51 23 1160 26 112 67 55 141 20 21 56 34 36 462 66 150 25 22 40 33 32 44 29 93
leaf_count=43 76 33 76 28 41 26 51 23 1160 26 112 67 55 141 20 21 56 34 36 462 66 150 25 22 40 33 32 44 29 93
internal_value=0 0.00117956 0.00101947 0.00245462 0.00135161 0.00249022 0.00251024 0.00248702 0.00253648 0.00189875 0.000614191 0.00157976 0.000933154 0.00223295 0.00206437 0.00188899 0.00255976 0.000327998 0.00243854 0.00237112 0.00271375 0.00216367 0.00223707 0.00153606 0.00217461 0.00311928 0.00109818 0.0010275 0.000929395 0.00102845
internal_weight=0 691 615 2430 338 2335 2287 2203 1844 107 277 95 131 359 218 64 1780 146 620 498 122 198 175 48 81 84 231 199 166 137
internal_count=3121 691 615 2430 338 2335 2287 2203 1844 107 277 95 131 359 218 64 1780 146 620 498 122 198 175 48 81 84 231 199 166 137
is_linear=0
shrinkage=0.00129368


Tree=1083
num_leaves=31
num_cat=0
split_feature=4 97 14 3 47 48 3 132 15 13 14 16 4 4 147 4 16 4 157 50 149 13 51 0 0 124 52 15 484 43
split_gain=4.88184 1.66621 1.57335 2.18802 1.22925 1.21428 1.14063 1.66395 1.70506 1.48335 1.07758 3.90841 1.58817 1.26792 1.10799 1.20058 1.02753 1.56223 2.51374 2.27445 1.58389 1.66034 4.30808 1.75467 2.32839 1.33202 1.33201 1.46184 1.26954 1.1247
threshold=0.26790000000000008 -0.0047149999999999996 -0.24175999999999997 0.31299000000000005 0.14174500000000004 0.083685000000000009 0.31370500000000007 0.10365500000000001 -0.40580499999999992 -0.15714499999999998 -0.10708499999999999 -0.4179199999999999 0.50822500000000004 0.40124500000000002 0.093875000000000014 0.41816000000000003 -0.11118499999999999 0.0052350000000000009 -0.061169999999999995 -1.0000000180025095e-35 0.079625000000000015 0.0061450000000000003 0.10681500000000001 -0.11173999999999999 -0.14649999999999996 -0.082254999999999981 0.14295500000000003 -0.040804999999999994 0.079595000000000013 -0.24021999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 16 -1 9 8 -8 -2 12 13 -11 -12 15 -15 28 19 -19 -18 21 23 29 24 -21 -25 27 -20 -4 -23
right_child=6 2 3 -5 -6 -7 7 -9 -10 10 11 -13 -14 14 -16 -17 17 18 26 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00086810524588917099 0.0015458358392566123 0.0021954789950995022 0.001155414129407334 -4.8799272804440162e-05 -0.00019281922559470248 0.00077714418414319257 0.00012150598866359337 0.00083450162107227821 -0.0018077877401872083 0.0019053175247929434 0.0012310781300193373 -0.001511327877031434 0.00038279901052076565 -0.00074137791402976441 0.0010943948689771934 0.00034831195719948034 0.0023861344852409076 -0.00082336293113051699 0.00074475979289412395 0.00076351426391640541 0.0022080438322318952 0.0012170051545596766 -0.0011658085362050666 8.9802532470709768e-05 -0.0010557743033898863 0.0010862677695382664 -0.00026042670384233887 0.0020299223574353456 0.0023360085330391121 0.0006012841741674243
leaf_weight=20 28 24 283 50 21 22 23 23 20 24 39 27 48 33 29 83 27 26 204 92 24 106 28 32 20 1492 27 23 23 200
leaf_count=20 28 24 283 50 21 22 23 23 20 24 39 27 48 33 29 83 27 26 204 92 24 106 28 32 20 1492 27 23 23 200
internal_value=0 0.000948825 0.000963672 0.000952633 0.000971686 -6.30793e-06 0.00036235 -0.00021466 -0.00077584 0.000484802 0.000379823 0.000205631 0.000890305 0.000457576 0.00024953 3.8314e-05 0.000981066 0.000946079 0.000607787 0.000992948 0.000974084 0.000959051 0.000648553 0.00102244 0.000438641 0.00106534 0.000754282 0.000874975 0.00124415 0.000814573
internal_weight=0 2744 2702 2678 2628 42 377 66 43 311 283 211 72 184 145 116 2607 2301 280 2021 1994 1970 334 1636 112 1524 254 227 306 306
internal_count=3121 2744 2702 2678 2628 42 377 66 43 311 283 211 72 184 145 116 2607 2301 280 2021 1994 1970 334 1636 112 1524 254 227 306 306
is_linear=0
shrinkage=0.00483252


Tree=1084
num_leaves=31
num_cat=0
split_feature=4 2 123 16 150 42 49 4 12 52 3 1 0 1186 3 1 393 150 1213 40 48 49 10 9 10 12 15 3 3 123
split_gain=3.96448 1.47377 1.19624 1.21479 1.46687 2.66834 1.41628 1.57189 1.26815 1.29145 1.10459 1.05266 3.52832 2.25131 2.2158 2.03118 1.83377 1.53599 1.17566 1.05637 0.986242 1.2254 1.11993 1.35331 0.991127 1.73145 1.18577 2.33694 1.81646 3.34557
threshold=0.26450500000000005 0.17025000000000004 0.11021500000000002 -0.11118499999999999 0.12068000000000002 0.088575000000000015 -0.23803499999999997 -0.58204499999999992 0.080890000000000017 -1.0000000180025095e-35 0.63141500000000017 0.080270000000000022 -0.14454499999999995 0.060550000000000007 0.013900000000000001 0.083835000000000007 0.092975000000000016 -0.094239999999999977 0.0036000000000000003 -0.08440499999999998 0.12118000000000002 1.0000000180025095e-35 -0.15282499999999996 0.089995000000000006 0.058500000000000003 -0.10022999999999999 -0.40580499999999992 -0.13927999999999999 0.11296500000000002 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 -5 -8 -1 -10 20 12 -9 15 -14 -13 17 -17 19 -19 21 22 -2 24 25 -24 27 -27 29 -29
right_child=10 -3 -4 4 5 -7 7 11 9 -11 -12 13 14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0015658560910045208 -0.00064580057023976684 -0.00014761972282482488 -0.00013340172595577125 0.0017894170531356304 -0.0011233814644641793 0.0011297777467559039 -0.00046691411944379705 0.0026818029646838945 0.0016617803886932315 0.00076249101652798234 -0.00071300038696572648 -0.00047535088554336361 0.00086269676874812205 -0.00065273553814463594 -0.000453033837503145 -0.00024502539088554545 0.0020497717267425261 -2.7879550798495733e-05 -4.5545280937709109e-05 0.00082784779518929737 -0.00047422546024930942 0.00097442259553523871 0.0015195369126880052 0.0013279437803180927 -0.00065325728556082094 0.0011919371345137308 0.00065725747408201492 -0.0022162820694611395 0.00060765771536997523 -4.8765916121920483e-05
leaf_weight=78 23 33 27 28 22 20 20 21 38 196 20 28 1359 25 26 32 21 30 35 692 26 66 23 27 21 23 74 22 25 40
leaf_count=78 23 33 27 28 22 20 20 21 38 196 20 28 1359 25 26 32 21 30 35 692 26 66 23 27 21 23 74 22 25 40
internal_value=0 0.000790138 0.000801608 0.000811059 0.000776434 -5.04485e-05 0.000791422 0.000779215 0.00107286 0.000908529 0.000308944 0.000790198 0.000865536 0.000667458 0.000837997 0.000706843 0.000747709 0.000713054 0.000753554 0.000792291 0.000364184 0.000427553 0.00029772 0.000382822 0.0002709 0.000364655 0.000220295 -7.36622e-05 -0.000408246 -0.000817885
internal_weight=0 2731 2698 2671 2359 42 2317 2289 312 234 390 2269 1406 863 1385 838 810 789 757 722 370 344 278 255 228 207 184 110 87 62
internal_count=3121 2731 2698 2671 2359 42 2317 2289 312 234 390 2269 1406 863 1385 838 810 789 757 722 370 344 278 255 228 207 184 110 87 62
is_linear=0
shrinkage=0.0044645


Tree=1085
num_leaves=31
num_cat=0
split_feature=96 3 132 4 15 4 33 4 15 483 43 15 40 48 1446 4 475 1348 48 12 2 160 3 3 3 1455 16 483 52 0
split_gain=3.5002 2.84267 2.11571 1.57401 1.56133 1.98309 1.74615 1.61586 1.3388 2.12021 1.67436 1.19391 1.59339 1.35656 2.13033 1.36672 1.56032 1.48346 1.79934 1.32291 1.23592 1.23315 1.21255 1.10665 1.38272 1.02471 1.08072 2.35971 1.64747 1.58411
threshold=0.087655000000000025 0.31299000000000005 0.10613500000000002 0.42051500000000003 -0.24436499999999997 0.40473500000000007 0.083840000000000012 0.36766000000000004 -0.46471999999999997 0.085050000000000014 -1.0000000180025095e-35 -0.14147499999999996 0.051255000000000002 0.093265000000000015 0.089505000000000015 -0.49405499999999997 -0.11173999999999999 0.084895000000000012 -0.086869999999999989 -1.0000000180025095e-35 0.092875000000000013 -0.079874999999999988 -0.094874999999999987 0.11296500000000002 0.097915000000000016 -0.23681499999999997 -0.071854999999999988 0.083960000000000021 -0.080979999999999983 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 11 9 10 -7 19 13 15 22 16 -13 18 -17 -6 -21 -18 -15 24 25 -20 27 28 -27 -30
right_child=-2 2 -4 -5 6 8 -8 -9 -10 -11 -12 12 -14 14 -16 17 21 -19 23 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010687068075457351 -0.00089537620891587421 8.9920846867403331e-05 0.0012423452868423404 -0.0012061082508710945 0.0021683599699319064 0.0007456709256863193 0.0019293741554711472 7.8965536810471414e-05 3.4436864863883404e-05 3.2422114053999368e-05 0.0024580202335237893 9.3851291479438818e-05 -0.00032602644598476766 0.0015132450805506663 -0.0010567596263834792 0.0017448736908596376 0.0024923095951021926 -0.00020892457620992286 0.0014788373850749257 0.00074421752428469761 0.0019418125035115534 0.0012256121898684921 0.00038979782677821647 -4.5795340687015685e-05 0.0018971833096858197 -0.00026540605816928779 0.00062929191633795964 0.0017303096745221508 0.00079294551431546953 0.0020546989908929725
leaf_weight=20 30 62 23 30 24 28 27 77 77 37 22 22 30 24 20 40 20 34 41 97 23 97 152 37 23 31 1003 61 887 22
leaf_count=20 30 62 23 30 24 28 27 77 77 37 22 22 30 24 20 40 20 34 41 97 23 97 152 37 23 31 1003 61 887 22
internal_value=0 0.000698875 -1.76888e-05 -0.000332697 0.000726564 0.000312132 0.000753876 0.000742398 0.000480527 0.000875343 0.0014991 0.000761402 0.000738113 0.000750811 0.000379755 0.000782186 0.00122874 0.0007537 0.000768958 0.00117286 0.000973757 0.00144214 0.000542995 0.000750413 0.000764659 0.000751922 0.000737049 0.000845022 0.000787573 0.000823483
internal_weight=0 3091 115 92 2976 184 2792 2765 164 87 50 2688 2544 2514 196 2318 139 2179 2145 144 120 117 176 2105 2068 2045 2004 1001 940 909
internal_count=3121 3091 115 92 2976 184 2792 2765 164 87 50 2688 2544 2514 196 2318 139 2179 2145 144 120 117 176 2105 2068 2045 2004 1001 940 909
is_linear=0
shrinkage=0.00464487


Tree=1086
num_leaves=31
num_cat=0
split_feature=96 11 105 4 0 48 150 49 2 42 133 1 121 40 4 0 457 1416 402 133 0 403 13 42 401 16 1443 43 160 484
split_gain=2.8983 2.38448 1.91194 2.37984 1.44599 1.45384 1.79108 1.4417 1.15253 1.56229 1.54288 1.09468 1.07149 1.0703 1.03203 1.01599 0.93617 0.903425 0.862994 1.48132 1.67428 1.38945 1.48345 1.33353 1.17107 1.13352 1.20383 1.57896 1.38507 2.23788
threshold=0.090365000000000015 -0.072629999999999986 0.080965000000000023 0.26450500000000005 0.034820000000000011 -0.074214999999999989 0.10375000000000002 -0.0087049999999999992 0.11682500000000001 0.086835000000000009 0.032270000000000007 0.14173500000000003 -0.085019999999999984 0.051255000000000002 0.62931500000000018 -0.092404999999999973 0.31508000000000008 1.0000000180025095e-35 0.089785000000000018 0.11269500000000002 -0.08841499999999998 0.23383500000000004 -0.086589999999999986 -0.015274999999999999 0.08618000000000002 -0.43320999999999993 0.090755000000000016 -0.53814999999999991 -0.089744999999999978 -0.075319999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 -5 7 -7 9 15 -11 12 -3 16 -10 -9 17 18 25 20 -20 23 -23 -22 -25 -14 27 -27 29 -29
right_child=-2 2 -4 4 -6 6 -8 8 14 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00078157620153915394 -0.00088836598006177122 0.0014118409596757897 0.0016098372925871774 -0.00055297831246753663 0.0011900782476127907 -0.00074269442994301968 0.0011785068688807501 0.0010669283881324218 -0.00016899188639361116 -0.00083606136461132966 0.00063130336058551029 -0.00013416407689808467 0.00096499888341145185 -0.00018259099634173234 0.00072159249927767342 0.00012182063894503143 -0.00012776171435683768 0.0011639340470643795 0.00025652934237185843 -0.00012738380224003369 0.00081794421043976222 -0.00027844169653183155 0.00096761701019996667 0.0022859523094360882 0.0012416247297894569 0.0015675850703493321 -0.000218608929524376 0.001512369833086926 0.00047056019116524858 0.00061466115547181431
leaf_weight=20 21 20 22 36 20 23 26 57 104 20 20 33 80 28 22 22 28 34 52 24 55 20 40 23 43 20 31 44 1808 325
leaf_count=20 21 20 22 36 20 23 26 57 104 20 20 33 80 28 22 22 28 34 52 24 55 20 40 23 43 20 31 44 1808 325
internal_value=0 0.000504148 0.000512497 0.000504603 0.000214724 0.000155611 0.000242377 0.000151559 0.000235509 0.000499158 -0.000102379 0.000542069 0.000550411 0.000543922 -1.3493e-05 0.000803734 0.000551665 0.000558985 0.000550966 0.000756311 0.000847335 0.00101707 0.000552264 0.00124755 0.00160556 0.000528101 0.000512413 0.000522728 0.000513129 0.000721705
internal_weight=0 3100 3080 3058 350 330 294 268 245 119 40 2708 2675 2655 126 79 2627 2599 2565 257 233 181 60 121 66 2308 2228 2197 2177 369
internal_count=3121 3100 3080 3058 350 330 294 268 245 119 40 2708 2675 2655 126 79 2627 2599 2565 257 233 181 60 121 66 2308 2228 2197 2177 369
is_linear=0
shrinkage=0.0037357


Tree=1087
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 2 2 4 52 1 2 1 15 52 14 47 1 16 48 4 0 3 12 4
split_gain=550.941 95.0388 61.9205 46.6723 30.4258 28.0538 19.127 18.5369 17.0005 15.4749 13.6892 12.5291 11.2975 11.929 6.71556 7.20588 12.105 6.32099 5.95374 5.02442 4.97688 7.59979 6.42384 4.94393 11.8253 4.49336 7.65802 5.98487 3.86811 3.8987
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.11474000000000002 0.09253500000000002 0.089885000000000007 0.14753000000000002 0.42051500000000003 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090540000000000023 0.090455000000000021 0.40674500000000008 -0.23083499999999998 0.090100000000000013 0.11669000000000002 -0.29154999999999992 0.081805000000000017 -0.39518999999999993 -0.070154999999999981 0.084940000000000015 0.10061500000000002 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 12 8 11 28 -5 17 13 -4 -13 -16 -17 19 -9 25 -3 22 23 -22 -25 -1 27 -27 -6 -30
right_child=1 2 6 10 9 -7 -8 18 -10 -11 -12 14 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0036260700580660428 0.0029517980103536548 0.0019235612521070545 0.0014452884670986376 0.0026474958497861934 0.0029161679699621977 0.0018923983291459999 0.001762070895855254 0.0039101580630765947 0.0017279791601641874 0.0014025240655494791 0.0015603864606178401 0.0033390281758637992 0.00030663565748621736 0.00064312893662477868 0.0028197051330866732 0.001514578525383831 0.0027824158138158085 0.0028226362710740867 0.0031739316378733584 0.0024942341822644233 0.0017416721233299906 0.001978763950297239 0.00065127175259082314 0.00043725156960918408 0.0015044324743411479 0.0031032203158844187 0.0022673921103712386 0.0024359405794547994 0.0027447091214422058 0.0018875004538336745
leaf_weight=28 76 34 54 34 41 48 37 47 22 26 61 43 87 99 743 22 40 241 37 28 44 31 29 28 65 988 22 26 20 20
leaf_count=28 76 34 54 34 41 48 37 47 22 26 61 43 87 99 743 22 40 241 37 28 44 31 29 28 65 988 22 26 20 20
internal_value=0 0.00150346 0.00132448 0.00289272 0.00171884 0.0029311 0.000843283 0.0029529 0.00292877 0.00232404 0.00194946 0.00294088 0.000701636 0.000926244 0.00281042 0.00278218 0.00233254 0.00302387 0.00358587 0.00306829 0.0014385 0.00135479 0.00123826 0.00136252 0.00118313 0.00308339 0.00306872 0.00308611 0.00261984 0.0023161
internal_weight=0 691 615 2430 338 2335 277 2287 2203 107 95 2181 240 153 848 805 62 1333 84 1092 231 197 166 137 93 1064 1036 1014 81 40
internal_count=3121 691 615 2430 338 2335 277 2287 2203 107 95 2181 240 153 848 805 62 1333 84 1092 231 197 166 137 93 1064 1036 1014 81 40
is_linear=0
shrinkage=0.00137286


Tree=1088
num_leaves=31
num_cat=0
split_feature=3 97 40 2 121 124 16 42 40 124 34 482 40 52 1 1213 3 16 52 13 4 15 16 4 15 49 13 16 3 475
split_gain=3.37552 2.57131 2.63906 1.63062 1.22296 1.26789 1.34184 2.2647 1.54557 1.31322 1.2929 1.18542 1.18753 1.11324 1.09797 3.04715 3.53391 1.5648 2.74787 1.46713 1.39007 1.78899 1.99412 1.37564 1.78385 1.4446 1.93132 1.68068 1.31261 1.13779
threshold=0.31299000000000005 -0.0047149999999999996 -0.07632499999999999 0.13622000000000004 -0.080284999999999981 -0.077084999999999987 -0.48836499999999994 0.086665000000000006 -0.084709999999999994 -0.087019999999999986 -0.057544999999999992 0.11816500000000001 -0.078349999999999989 0.056145000000000007 0.086920000000000011 0.0036000000000000003 -0.080409999999999995 0.19444000000000003 0.070205000000000017 -0.14819499999999997 -0.49013999999999996 -0.043924999999999992 0.40020000000000006 -0.015039999999999998 -0.036009999999999993 -0.006494999999999999 -0.087529999999999983 -0.083539999999999989 -0.14989499999999997 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 8 -8 -10 -7 12 -12 -2 17 23 -17 19 20 28 -19 22 -22 25 -25 -16 -27 -28 -14 -21
right_child=13 3 -4 -5 5 10 7 -9 9 -11 11 -13 14 -15 15 16 -18 18 -20 29 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00038864616528610119 -0.00029295849304018611 0.0016032151162753202 -0.0013355738667531433 0.00025849925161908091 0.0010612216111277894 0.0017104324688723622 -0.00051204002265951853 -0.0010243479156725307 0.0014424058227841255 0.00019678929992346099 0.0014074259345500685 0.001378036462168056 0.00083814546399153041 0.00058776585367421039 0.0014455686134586677 -0.00175392889346604 0.00064988081215962713 0.0013862447128537481 -0.0010055145023687123 2.9155825619315107e-05 -0.00017092429184338071 -0.00073614566027746715 0.00091076279325913521 0.00055182950268404813 -0.00015254168998947662 -0.00037073420349662011 0.0016667750892864382 0.00066472365286942203 0.0022545758669921694 0.00075708327075471376
leaf_weight=47 88 23 21 163 28 20 22 24 25 31 35 39 23 32 44 20 20 27 21 36 41 20 87 302 73 27 30 312 20 1420
leaf_count=47 88 23 21 163 28 20 22 24 25 31 35 39 23 32 44 20 20 27 21 36 41 20 87 302 73 27 30 312 20 1420
internal_value=0 0.000633519 -0.000143834 0.000651541 0.00067467 0.000666895 0.00027712 6.18763e-05 0.000396099 0.000752868 0.000686257 0.00067837 0.000667703 -5.80987e-05 0.000657441 0.000536749 -0.000552024 0.000716398 0.000376624 0.000760825 0.000542481 0.000388551 0.000564285 0.000592017 0.000414712 0.000753008 0.000670426 0.000752623 0.00149695 0.000739085
internal_weight=0 3001 68 2933 2770 2747 130 102 78 56 2617 2597 2558 120 2523 828 40 1695 196 1499 175 148 128 788 375 413 369 342 43 1456
internal_count=3121 3001 68 2933 2770 2747 130 102 78 56 2617 2597 2558 120 2523 828 40 1695 196 1499 175 148 128 788 375 413 369 342 43 1456
is_linear=0
shrinkage=0.00404364


Tree=1089
num_leaves=31
num_cat=0
split_feature=3 97 40 2 16 0 4 0 0 16 40 390 121 124 12 16 42 12 34 0 16 1419 52 133 52 14 43 49 16 157
split_gain=2.78244 2.07618 2.13764 1.3118 1.25127 2.27235 2.14654 1.01293 1.22756 1.28238 1.01388 1.00949 0.978255 1.05814 1.31357 1.08689 1.83441 1.39558 1.05281 1.1065 1.09388 1.79362 1.70205 1.68576 3.47638 1.62382 1.62874 1.59979 1.93985 3.87934
threshold=0.31370500000000007 -0.0047149999999999996 -0.07632499999999999 0.13622000000000004 -0.11676499999999999 -0.13027499999999997 0.0033150000000000007 -0.085384999999999975 -0.070154999999999981 0.15273500000000004 -0.049474999999999998 0.090680000000000024 -0.080284999999999981 -0.077084999999999987 -0.097494999999999984 -0.48836499999999994 0.086665000000000006 -0.089199999999999988 -0.057544999999999992 0.12500000000000003 0.0047850000000000011 0.082370000000000013 -0.10925999999999998 -0.032969999999999992 -0.40306999999999998 0.078320000000000015 -0.14169499999999999 -0.012404999999999998 0.066275000000000014 -0.074224999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 -2 -6 -5 -9 10 -10 12 -3 15 -15 -14 17 -17 -16 20 22 23 -20 24 -22 26 -25 -28 29 -29
right_child=4 3 -4 7 6 -7 -8 8 9 -11 -12 -13 13 14 18 16 -18 -19 19 -21 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00029853518831681088 -0.00036731461153072172 0.001231495796429917 -0.0010259095275122431 -0.00034142200107814557 9.0764908478980439e-05 0.0010266619710924659 -0.0013505281953245375 0.0010996919289420789 0.00045871408624049352 0.00082512572243923724 -0.00033568672087964506 -0.00025546012181542374 0.00081516818567795772 0.0014129680469509296 0.001313853882624441 0.00064971757509218423 -0.00078684398371164552 -0.00031262819359065513 0.0010477830249620399 0.00096705305999492184 0.00059333928566454824 0.00090093414307075505 0.00052712002953859234 0.0011067897380812757 -0.0013488317614231214 -0.00059250166049600874 0.00090970865236480721 -0.0014980249271852215 0.00041915175247556085 0.00020135276421009139
leaf_weight=47 30 23 21 33 32 26 20 21 31 28 50 20 28 20 20 50 24 28 78 64 23 70 1813 37 21 20 54 20 289 80
leaf_count=47 30 23 21 33 32 26 20 21 31 28 50 20 28 20 20 50 24 28 78 64 23 70 1813 37 21 20 54 20 289 80
internal_value=0 0.000485715 -0.000110485 0.000499481 -7.8077e-05 0.000279889 -0.000463579 0.000198564 0.000335637 0.000188434 -3.16568e-05 0.000517112 0.000522707 0.000516755 0.000531897 0.000212867 4.75297e-05 0.00030426 0.00052509 0.00051895 0.000507501 0.000380936 0.000548596 0.000314025 -0.000333606 0.000371016 0.000411163 0.000353063 0.000275791 -0.000138523
internal_weight=0 3013 68 2945 108 56 52 163 130 109 81 2782 2762 2739 2609 130 102 78 2589 2569 2505 614 1891 544 44 500 480 443 389 100
internal_count=3121 3013 68 2945 108 56 52 163 130 109 81 2782 2762 2739 2609 130 102 78 2589 2569 2505 614 1891 544 44 500 480 443 389 100
is_linear=0
shrinkage=0.00345121


Tree=1090
num_leaves=31
num_cat=0
split_feature=4 0 12 16 2 10 16 14 3 3 457 455 457 47 2 1424 1184 392 12 0 16 48 49 2 42 133 402 402 0 1186
split_gain=2.28006 1.27755 1.3244 1.89616 1.21657 1.09445 1.17165 1.75565 1.61943 2.30839 0.893213 1.13087 1.78944 0.811851 1.01332 0.80832 0.822673 0.891935 0.953108 1.4134 2.22793 2.23325 0.987433 1.0533 0.900565 0.98426 0.930466 1.52189 1.4311 1.2701
threshold=0.26450500000000005 0.089620000000000019 -0.10022999999999999 -0.29154999999999992 0.17025000000000004 -0.094984999999999986 -0.4179199999999999 -1.0000000180025095e-35 -0.15121499999999996 -0.083654999999999993 -0.15747999999999998 0.093105000000000007 0.29113500000000009 0.14174500000000004 0.15109000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.010834999999999999 -0.069444999999999993 0.037555000000000005 0.091840000000000019 0.085805000000000006 0.094835000000000017 -0.14609499999999997 0.087170000000000011 0.089785000000000018 0.10913500000000002 -0.087184999999999985 0.081240000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 -4 8 -8 -7 -10 -1 12 13 14 15 16 17 18 19 22 21 -21 23 -12 25 -20 29 28 -28 -26
right_child=1 -3 5 -5 -6 6 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 24 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-9.3685826006860141e-05 0.00028648700204817086 -0.00072346254629384406 -0.00060689901841002008 0.0017175792392047035 -0.00022500820283768568 -0.00042408312647624838 0.0002396369317315461 -0.00080557018536629439 0.0017645159814414829 0.00037252247483203732 0.0011308781957289104 0.0014216819979138106 -0.00046374342702010235 -0.00022393098006491684 0.0013425999083121639 0.0011049628376647758 0.0010854377694264764 0.0011815591942750043 0.0011923012065604319 -0.0015441738906043388 0.00060564347858929287 0.00019681429179688853 -8.5235231552442239e-05 0.00029229290053414811 0.000488852679142449 0.00039692345048536861 0.00060577084736263139 0.00048254016972519207 0.0015688960260030922 -0.00030124186447537079
leaf_weight=35 41 21 26 20 33 29 70 35 20 128 43 20 27 21 22 34 36 28 58 23 31 20 31 44 1930 37 42 138 48 30
leaf_count=35 41 21 26 20 33 29 70 35 20 128 43 20 27 21 22 34 36 28 58 23 31 20 31 44 1930 37 42 138 48 30
internal_value=0 0.000190718 0.000242744 0.000755698 0.000502175 0.000141153 0.000210122 -0.000108765 0.000399293 0.00056063 0.00051107 0.000519018 0.000512187 0.00052226 0.000528299 0.000521336 0.000513521 0.000505295 0.000497644 0.0002398 -0.000173037 -0.000734412 0.000498698 0.000706766 0.000519329 0.000882523 0.00050356 0.000733947 0.00111944 0.000476759
internal_weight=0 390 369 61 2731 308 282 105 177 148 2698 2663 2643 2616 2595 2573 2539 2503 2475 192 74 43 118 87 2283 95 2188 228 90 1960
internal_count=3121 390 369 61 2731 308 282 105 177 148 2698 2663 2643 2616 2595 2573 2539 2503 2475 192 74 43 118 87 2283 95 2188 228 90 1960
is_linear=0
shrinkage=0.00381041


Tree=1091
num_leaves=31
num_cat=0
split_feature=11 96 105 4 0 49 0 13 2 42 40 12 0 14 14 2 481 480 400 160 160 1456 1213 1212 403 1212 13 132 51 51
split_gain=2.17555 1.96499 1.45045 1.68738 1.25501 1.31637 1.52906 1.16637 1.04463 1.68504 1.00776 1.03308 0.988416 0.880808 1.35456 1.86769 0.873677 1.54897 1.0034 0.981419 1.29597 1.10587 0.922325 1.57667 1.18835 1.34313 1.27812 1.08561 1.08088 1.7169
threshold=-0.072629999999999986 0.090365000000000015 0.080965000000000023 0.26450500000000005 1.0000000180025095e-35 -0.016249999999999997 -0.15931499999999996 0.061215000000000012 0.11682500000000001 0.091545000000000015 -0.063404999999999989 -0.042789999999999988 -0.15202999999999997 0.10189000000000002 0.062655000000000016 0.089320000000000024 -0.073474999999999985 -0.095389999999999989 1.0000000180025095e-35 -0.089744999999999978 -0.015149999999999999 -0.089834999999999984 -0.13252999999999998 -0.15673499999999999 0.059220000000000009 -0.040879999999999993 -0.091054999999999983 0.15255000000000002 -0.13782999999999998 -0.095579999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 6 -5 -6 9 12 -10 -12 -7 14 16 -16 17 -2 22 21 -21 -19 24 -24 -18 26 -26 28 -25 -30
right_child=1 -3 -4 4 7 8 -8 -9 10 -11 11 -13 -14 -15 15 -17 18 19 -20 20 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=-0.0008892018033298839 -0.00033492346725250756 -0.00084494747174034554 0.0015543567731575358 7.5442488285533101e-05 0.0012965597604260928 0.0015967802357188463 -0.0012880215863444817 1.4603954253383332e-06 0.00055336708536343532 -0.00045731928845893824 -0.00097830102837342036 1.8431261388169068e-05 0.00054887896247093524 -0.00029658371088938995 0.00066481402548962973 0.0021736219431176831 0.001698682689427337 0.00050781046527115031 0.00099354527231704497 7.7856622489984385e-05 0.00096819484906357056 0.0016064364237305595 -0.00065608239877286824 0.00075029366440557241 9.3127923463188925e-05 -6.2829370851379368e-05 0.0013375050713458148 -0.00050071409067594958 -0.00021706165532594499 0.00045393687646011466
leaf_weight=21 21 20 22 37 32 21 24 20 37 24 26 63 66 24 53 20 22 24 64 46 78 50 23 206 21 34 48 21 70 1883
leaf_count=21 21 20 22 37 32 21 24 20 37 24 26 63 66 24 53 20 22 24 64 46 78 50 23 206 21 34 48 21 70 1883
internal_value=0 0.000469466 0.000478001 0.000470258 0.000195373 9.01393e-05 -0.000461002 0.000798445 0.000231994 0.000529574 -3.01593e-05 -0.000272749 0.000801821 0.000505786 0.000512961 0.00107819 0.000497158 0.000751491 0.000473872 0.000866717 0.000637908 0.00125013 0.000459586 0.000439639 0.000811126 0.000621551 0.000958782 0.000451199 0.000460458 0.000429887
internal_weight=0 3100 3080 3058 350 298 61 52 237 111 126 89 87 2708 2684 73 2611 219 2392 198 124 74 2328 2203 125 103 69 2180 2159 1953
internal_count=3121 3100 3080 3058 350 298 61 52 237 111 126 89 87 2708 2684 73 2611 219 2392 198 124 74 2328 2203 125 103 69 2180 2159 1953
is_linear=0
shrinkage=0.004207


Tree=1092
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 14 1 2 4 2 49 50 1 2 3 1 52 1 2 15 15 15 52 4 0 3 159
split_gain=533.185 82.0094 42.3453 39.5593 31.2214 25.2578 23.6166 19.5973 19.5011 17.1349 16.808 18.4159 12.983 10.8062 8.50788 7.46254 6.84848 5.22826 5.19083 5.16679 5.25106 9.61569 5.04035 4.77891 4.49996 4.46951 5.3477 8.51647 6.20431 5.14291
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13712500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 -0.054984999999999992 0.041865000000000006 0.13534000000000004 0.094835000000000017 -0.012939999999999998 0.13075500000000004 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.059484999999999989 0.090455000000000021 -0.089964999999999976 0.4002400000000001 -0.39518999999999993 -0.065229999999999996 -0.066704999999999987 -0.46267499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 13 7 6 8 17 12 16 -9 -12 25 -2 24 -13 -1 -3 -5 -14 -21 -22 -18 -10 -6 26 -4 28 -28 -27
right_child=1 4 5 18 14 -7 -8 10 23 -11 11 15 19 -15 -16 -17 22 -19 -20 20 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0034005858068839878 0.0018568097151960604 0.0013283838827184374 0.0038712669965118747 0.0017342406097236047 0.00047683244903088437 0.0014699027529724497 0.0019855924901529751 0.0026980595810093284 0.0041652870305519318 0.0017521897975198496 0.0025808158591432884 0.001461027913516539 0.0034938792892418493 0.0029440986183446312 0.001282972926015227 0.00060716606485930534 0.0028703573276351213 0.00060999070478061942 0.00091843853536095527 0.0030009603282168422 0.0017608827148593317 0.0029787071806263161 0.0019270947474627818 0.0034577615790130339 -0.00033385907337359484 0.0032780536389636823 0.0032823441600849592 0.0023948138565157377 0.0028408069259109937 0.0024942544992112691
leaf_weight=26 24 35 30 61 54 20 38 30 49 67 31 173 43 127 23 26 29 62 24 715 22 41 22 37 21 36 1116 26 75 38
leaf_count=26 24 35 30 61 54 20 38 30 49 67 31 173 43 127 23 26 29 62 24 715 22 41 22 37 21 36 1116 26 75 38
internal_value=0 0.00160397 0.00308332 0.00231481 0.00123528 0.00313256 0.00314723 0.00143923 0.00316705 0.00230172 0.00165189 0.00151543 0.00313919 0.00277128 0.000492309 0.00134947 0.00277989 0.000869205 0.0015039 0.00299244 0.00296472 0.00255344 0.00246346 0.00386089 0.000249839 0.00323039 0.00325145 0.00323617 0.00325454 0.00287556
internal_weight=0 691 2430 236 455 2286 2266 357 2228 144 260 230 2142 151 98 199 77 97 85 821 778 63 51 86 75 1321 1247 1217 1191 74
internal_count=3121 691 2430 236 455 2286 2266 357 2228 144 260 230 2142 151 98 199 77 97 85 821 778 63 51 86 75 1321 1247 1217 1191 74
is_linear=0
shrinkage=0.00148603


Tree=1093
num_leaves=31
num_cat=0
split_feature=3 9 13 39 1132 147 48 1 1373 1373 48 4 16 0 4 151 1375 151 1427 3 13 394 3 3 52 2 4 13 12 0
split_gain=2.64542 1.74146 2.08243 1.35837 1.27705 1.21002 2.41154 1.41222 1.39586 1.98607 1.24733 1.92093 1.11401 1.78091 1.7486 1.10368 1.06186 0.987647 1.07028 1.2947 1.17792 1.78947 1.6068 1.22831 1.20993 1.10088 1.12066 1.14422 1.08752 1.01822
threshold=0.31370500000000007 -1.0000000180025095e-35 -0.0093149999999999986 0.14059500000000003 -0.078654999999999989 0.087210000000000024 -0.0046349999999999994 0.085760000000000017 0.086880000000000013 0.078175000000000008 -0.091489999999999974 0.27834500000000006 -0.11676499999999999 -0.13027499999999997 0.0033150000000000007 -0.08317999999999999 0.090225000000000014 0.26665000000000005 0.080970000000000014 -0.082094999999999987 0.054800000000000008 -0.06316999999999999 -0.15956499999999998 -0.10831999999999999 0.08568000000000002 0.10613000000000002 -0.39518999999999993 0.14871000000000004 -0.12529499999999996 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -7 9 16 -9 -12 13 -2 -14 -10 17 18 20 -20 22 -22 -8 25 -25 26 -23 -28 -24 -30
right_child=12 3 -4 -5 5 7 8 10 15 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 21 23 28 24 -26 -27 27 -29 29 -31
leaf_value=0.0003296672359554608 -0.00033933865901156912 -0.00040513290766569797 -0.00096648431114797781 -0.00020873584804511694 0.0013712831233380059 0.00077877625928559659 0.0014311577401026705 0.00064659930865823003 -0.00075680401735384387 0.0016860913990229462 -0.0011052058626719579 0.00016737540374697462 5.5198268624273008e-05 0.00097026404066704458 -0.0013252758877057014 0.00040812179415787358 -0.00029267874348815629 -0.00027657611479480669 0.0014468831797033331 0.00049698632399432685 -0.00061283996213664618 0.0014762745831515265 0.0012784516156239905 -0.00016387127125371383 0.00048341504467122424 0.00021158882547467027 -4.4170854279074749e-06 0.00090114823643971844 0.00057639229592284895 0.00036679377160106762
leaf_weight=60 30 20 23 35 46 37 28 24 20 20 26 41 32 26 20 24 21 20 38 39 25 27 27 76 79 60 27 61 1730 379
leaf_count=60 30 20 23 35 46 37 28 24 20 20 26 41 32 26 20 24 21 20 38 39 25 27 27 76 79 60 27 61 1730 379
internal_value=0 0.000493638 -2.95073e-05 0.000508458 0.000517129 0.000523544 0.000539763 0.00017547 0.000525602 0.000536316 -6.98305e-05 -0.000326462 -8.97451e-05 0.000268691 -0.000475753 -0.00012139 0.000527596 0.000534181 0.000540427 0.000965767 0.000527425 0.000331888 0.000559503 0.000403458 0.000166036 0.000613746 0.000823567 0.000623304 0.000548077 0.000538726
internal_weight=0 3013 83 2930 2895 2875 2747 128 2701 2657 91 67 108 56 52 44 2637 2616 2596 77 2519 355 2164 330 155 175 115 88 2136 2109
internal_count=3121 3013 83 2930 2895 2875 2747 128 2701 2657 91 67 108 56 52 44 2637 2616 2596 77 2519 355 2164 330 155 175 115 88 2136 2109
is_linear=0
shrinkage=0.00366245


Tree=1094
num_leaves=31
num_cat=0
split_feature=3 97 13 39 121 124 47 45 146 147 15 1373 455 1373 0 3 13 43 3 40 1416 52 14 11 43 1213 399 1213 484 51
split_gain=2.16803 1.451 1.69555 1.10046 1.10846 1.10027 1.09231 1.0697 1.05545 1.80614 1.23796 0.988023 1.03903 1.15587 1.28361 1.03232 1.17014 2.31051 1.42189 1.01732 0.988096 1.01063 1.80986 2.19142 1.91575 1.57486 1.5429 1.71708 1.39523 1.43016
threshold=0.31299000000000005 -0.0047149999999999996 -0.010739999999999998 0.14059500000000003 -0.072334999999999983 0.08919500000000001 0.14174500000000004 0.084355000000000013 0.085195000000000007 0.087210000000000024 -0.0072999999999999992 0.092315000000000022 0.092985000000000012 1.0000000180025095e-35 -0.085754999999999984 0.149315 -0.16152999999999998 0.08845500000000002 0.11296500000000002 -0.084709999999999994 1.0000000180025095e-35 -0.068719999999999989 0.080160000000000023 0.079300000000000009 -0.092909999999999979 -0.080279999999999976 0.083635000000000015 0.04198000000000001 -0.084899999999999989 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 9 11 -11 12 13 15 -15 16 17 -6 19 -18 21 25 23 28 -25 -21 27 -27 29 -23
right_child=-2 3 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 18 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00031025214941670298 -5.5509071635795332e-05 0.0012987300862695339 -0.00090171344416776849 -0.00018417868199914535 -0.00098273845861227742 -0.00010656158509513858 -0.00037682633230744694 0.0011079404965262513 0.0011641116484904491 0.00024846755481882618 -0.00062354500039051388 -0.00017972655431281544 0.0012908897192182068 0.00038306248474125987 0.0015615100318677549 0.00108995624955487 -0.00015538832238959103 0.00072252909733060903 -0.00026856670129892109 -0.00053744746715969529 0.0011269278145898491 0.0016948700705546299 0.00142013623274402 -0.0010668458702289272 0.00035717807035514693 0.00037491146942989341 -0.00059729273454317252 0.0013374618094653752 0.000492666270737729 0.00070457015409538127
leaf_weight=46 120 20 22 35 21 45 20 33 27 65 31 30 20 22 26 33 33 20 34 25 30 23 28 21 29 540 20 25 1574 103
leaf_count=46 120 20 22 35 21 45 20 33 27 65 31 30 20 22 26 33 33 20 34 25 30 23 28 21 29 540 20 25 1574 103
internal_value=0 0.000436675 -8.18544e-05 0.000448697 0.00045634 0.000450486 0.000459334 0.000465279 0.000457651 0.000450722 -3.31198e-05 0.000468204 0.000475603 0.000469348 0.00102139 0.000458994 0.000450751 -0.000150901 0.000460677 0.000470793 0.000479339 0.000471204 0.00051447 0.000499979 -0.000240912 0.000345093 0.000382808 0.000417502 0.00052177 0.000885339
internal_weight=0 3001 68 2933 2898 2878 2833 2813 2780 2753 96 2657 2627 2607 48 2559 2526 41 2485 2451 2418 2388 1778 1750 50 610 585 565 1700 126
internal_count=3121 3001 68 2933 2898 2878 2833 2813 2780 2753 96 2657 2627 2607 48 2559 2526 41 2485 2451 2418 2388 1778 1750 50 610 585 565 1700 126
is_linear=0
shrinkage=0.00359063


Tree=1095
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 4 1 14 47 2 13 160 16 2 1 15 481 0 1 51 4 52 0 15 4 16 43 12
split_gain=527.074 89.9457 55.4734 45.8913 38.917 24.6029 20.0579 18.9543 18.3973 14.8624 13.1284 11.4893 7.03912 7.25055 7.74788 6.3281 5.42225 5.30049 5.02521 4.75719 4.39292 4.5487 4.18037 3.90075 4.49085 3.88888 3.44389 5.56472 4.12763 5.9151
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 0.094835000000000017 0.16540500000000002 -0.059484999999999989 -0.078899999999999984 -0.23051499999999997 0.087135000000000004 0.11144500000000002 0.27287000000000006 -0.087769999999999987 -0.036484999999999997 0.090455000000000021 0.033845000000000007 -0.12029499999999999 0.066275000000000014 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 12 6 9 -6 15 11 16 20 -3 -14 22 -1 23 -17 -13 -20 21 -5 -15 -4 -25 -11 28 -28 -21 -30
right_child=1 2 10 5 7 -7 -8 -9 -10 25 -12 18 13 14 -16 17 -18 -19 19 26 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0028114889345199788 0.0026382072967550819 0.00116433461959877 0.00027848150187771855 0.0027670789613262066 0.0023774012306863154 0.0017312763821317532 0.001560070269692041 0.0014202389910571232 0.0015270702441193176 0.0033428573037267619 0.0016085971261232128 0.002905512700996283 0.0019096756274539898 0.0019556733524120013 0.00070112709351778776 0.0024376862264175177 0.00013231908533115224 0.0016899334786523812 0.0019617342315816624 0.0026181649027630371 0.0026073233697599145 0.0023048665413563422 0.0013376823115897329 0.00069430357481266465 0.0012104926435778898 0.002849470321790008 0.0026016722641870856 0.0021892808133127661 0.0018052940426870187 0.0024973827144559881
leaf_weight=26 76 175 20 902 86 39 22 40 67 49 22 46 42 20 20 29 22 22 20 472 389 29 52 86 30 37 83 90 20 88
leaf_count=26 76 175 20 902 86 39 22 40 67 49 22 46 42 20 20 29 22 22 20 472 389 29 52 86 30 37 83 90 20 88
internal_value=0 0.00145923 0.00131353 0.00259624 0.00153546 0.00263586 0.00265156 0.00207354 0.00196725 0.00266235 0.000777193 0.00264353 0.00131605 0.00151419 0.00133365 0.00235026 0.000661427 0.00211513 0.00253664 0.00251469 0.00270984 0.00275268 0.00150935 0.000747019 0.000827801 0.00313059 0.00252938 0.00238713 0.00257181 0.00236922
internal_weight=0 691 615 2430 435 2286 2247 126 144 2225 180 2139 309 134 92 77 158 51 819 773 1320 931 72 136 116 86 753 173 580 108
internal_count=3121 691 615 2430 435 2286 2247 126 144 2225 180 2139 309 134 92 77 158 51 819 773 1320 931 72 136 116 86 753 173 580 108
is_linear=0
shrinkage=0.00114875


Tree=1096
num_leaves=31
num_cat=0
split_feature=2 10 0 15 0 152 124 15 47 2 2 9 9 3 2 2 150 1 2 151 2 42 1420 1419 1184 1176 151 52 4 42
split_gain=2.68476 2.09774 1.85211 1.40669 2.45264 1.33164 1.14434 1.32504 1.02657 1.48584 1.24427 1.0347 1.22341 1.01868 1.00874 0.986138 1.47914 1.55694 0.966751 1.07781 0.914043 0.871551 1.14151 1.65316 1.07132 1.10191 1.04493 2.14585 2.45361 1.03601
threshold=0.13622000000000004 0.058500000000000003 0.034820000000000011 -0.03241999999999999 -0.050064999999999991 0.10552500000000002 -0.043384999999999993 -0.24436499999999997 0.11069000000000002 0.12844500000000003 0.099185000000000009 1.0000000180025095e-35 0.09055500000000001 -0.00083499999999999991 -0.020134999999999997 0.14960000000000004 0.085075000000000026 0.14699000000000004 0.12043500000000001 -0.40381499999999992 0.093320000000000014 -0.093284999999999993 -0.083604999999999985 0.086325000000000013 0.083155000000000021 0.084500000000000006 0.009020000000000002 -0.078224999999999975 0.0012600000000000003 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 15 -5 6 7 -1 9 11 -10 18 -13 -3 -9 -2 17 -17 19 -8 -16 -21 23 -23 25 26 29 -28 -29 -24
right_child=2 13 -4 4 -6 -7 8 14 10 -11 -12 12 -14 -15 20 16 -18 -19 -20 21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00036383716182772569 0.00010000751820701967 0.00029437659391225141 -0.00083436696826026267 -0.0012681196375835871 0.00049767947866943959 -0.00039596569912928021 0.0012906551755823821 -0.00020366087783374085 0.00047041236861418759 0.0013836240256173932 -0.0004205835819986868 0.0018473950962336319 0.00059637800293233976 -0.00060692634208198398 0.0009807789211850851 0.0018325002030766906 -8.1414611517150967e-05 0.00055257563320473444 0.00011049213565658468 0.00081044248557494763 0.00033440198356698167 0.00051396962697093434 -0.00018211193993326435 0.0019549248699240675 0.0013546627308303415 -0.00019209033593563322 0.0011188402098150699 0.00038267214355272458 -0.001041793754096622 0.00058338788624769729
leaf_weight=35 74 42 25 21 23 20 31 28 89 34 29 20 24 30 49 21 24 36 58 225 81 25 25 20 23 28 25 45 27 1884
leaf_count=35 74 42 25 21 23 20 31 28 89 34 29 20 24 30 49 21 24 36 58 225 81 25 25 20 23 28 25 45 27 1884
internal_value=0 0.000548508 0.000124012 0.000244412 -0.000345088 0.000564556 0.000571404 0.000293823 0.000591915 0.000608024 0.000251439 0.000597304 0.00116502 -8.11663e-05 0.000439508 0.000411754 0.000696559 0.00102413 0.000586965 0.000598685 0.000578036 0.000589467 0.000565813 0.00115439 0.000552937 0.000543871 0.000554144 0.000175905 -0.000151503 0.000573363
internal_weight=0 2897 224 199 44 2825 2805 193 2612 2494 118 2460 44 72 158 155 81 57 2416 2358 130 2327 2102 45 2057 2034 2006 97 72 1909
internal_count=3121 2897 224 199 44 2825 2805 193 2612 2494 118 2460 44 72 158 155 81 57 2416 2358 130 2327 2102 45 2057 2034 2006 97 72 1909
is_linear=0
shrinkage=0.0037357


Tree=1097
num_leaves=31
num_cat=0
split_feature=3 2 15 15 4 15 483 9 146 147 1348 148 4 3 49 15 15 0 48 3 51 15 4 457 41 41 16 0 2 2
split_gain=2.2872 1.3889 1.6515 1.45328 1.90014 1.27169 1.77387 1.81508 1.07647 1.41966 1.04834 1.14651 1.02963 1.19697 0.998994 1.33995 1.75405 2.24074 2.38939 1.80787 1.40605 1.49901 1.36715 1.32458 1.33643 1.9112 1.72952 1.62977 2.30948 1.44701
threshold=0.31299000000000005 0.17025000000000004 -0.084564999999999987 -0.26481999999999994 0.41816000000000003 -0.46471999999999997 0.085050000000000014 -0.074254999999999988 0.084720000000000004 0.087210000000000024 0.08388000000000001 -0.078719999999999984 -0.0029599999999999995 -0.084524999999999975 0.12497000000000001 -0.11033999999999998 -0.094329999999999983 -0.18113999999999997 0.093015000000000014 -0.082974999999999979 0.11794000000000002 -0.037864999999999989 0.0049200000000000008 0.088350000000000026 0.075585000000000013 0.079300000000000009 0.0013750000000000001 -0.11173999999999999 0.090675000000000019 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 9 10 11 -5 13 -11 15 -13 19 22 23 -17 21 -20 -18 24 27 -26 -27 28 -19 -30
right_child=-2 2 -4 8 5 -7 -8 -9 -10 12 -12 14 -14 -15 -16 16 17 18 20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00081486069408418025 -3.8718949227778944e-05 0.00049464356793414374 -0.00091173495273393079 -0.00036285570972562585 0.00011082090439087488 -6.6162088937568621e-05 -0.0001482710477970119 0.0014264699121804923 0.0013143055091687102 -6.9073026029142797e-05 0.0012796273305764527 0.0008150314939078207 -0.00023670215796347508 0.00108863748422228 0.00018518165631431512 -0.00090316485271374979 0.00069657816991333199 -0.00073858068037645338 4.47599562743233e-05 0.00028150303172058504 0.00062208730717051028 -0.0010807225770047713 0.0020345488513991267 0.0012530728152567443 0.0019811406527700573 0.00019621534309643203 0.0015329808852558697 0.00053833269566851225 0.0011861835040629745 -4.393221553886311e-05
leaf_weight=23 120 24 21 20 22 68 29 39 22 25 24 207 59 23 116 20 20 33 57 127 34 22 21 35 20 37 20 1781 23 29
leaf_count=23 120 24 21 20 22 68 29 39 22 25 24 207 59 23 116 20 20 33 57 127 34 22 21 35 20 37 20 1781 23 29
internal_value=0 0.000476921 -0.000161666 0.000486642 0.000168672 0.000311845 0.00059745 0.000951974 0.000507382 0.000500933 0.000517658 0.000510683 8.73496e-05 0.000485663 0.000517398 0.000532899 0.000507274 0.000533954 0.000517328 0.000120324 -6.51423e-07 -0.000268666 0.00138188 0.000546919 0.000534199 0.00100704 0.000665256 0.000514687 1.92356e-05 0.000500157
internal_weight=0 3001 45 2956 181 158 90 61 2775 2753 2646 2622 107 48 2602 2486 2279 2132 2091 147 113 79 41 1978 1943 77 57 1866 85 52
internal_count=3121 3001 45 2956 181 158 90 61 2775 2753 2646 2622 107 48 2602 2486 2279 2132 2091 147 113 79 41 1978 1943 77 57 1866 85 52
is_linear=0
shrinkage=0.00366245


Tree=1098
num_leaves=31
num_cat=0
split_feature=1 1 1213 3 1348 13 11 4 48 52 50 4 52 401 48 11 1446 4 4 16 3 2 52 13 52 51 48 1443 16 3
split_gain=1.96589 1.35832 1.96755 2.55529 1.61404 1.3186 1.2979 1.22229 1.89744 1.59802 1.59464 3.68211 1.39814 1.25617 1.09713 0.997062 1.06288 1.73926 1.84099 3.39309 0.974502 1.05398 2.08151 2.14403 1.17656 0.923542 0.922121 0.878647 0.827374 1.26897
threshold=0.16773500000000005 0.086920000000000011 0.0036000000000000003 -0.080409999999999995 0.091105000000000005 0.26424500000000006 0.083010000000000014 -0.17966999999999997 0.15068000000000001 -0.13993999999999998 0.085685000000000011 -0.074729999999999977 -0.087284999999999988 0.087110000000000007 -0.086869999999999989 0.079915000000000014 0.11483500000000001 -0.49013999999999996 -0.15764999999999998 0.064860000000000015 0.097915000000000016 0.084055000000000005 -0.04127999999999999 -0.0069799999999999992 0.11008000000000001 -0.13579499999999997 0.092680000000000026 0.084655000000000022 0.058835000000000005 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 7 15 9 10 25 11 12 -9 -12 -13 16 17 -1 19 -19 21 22 -20 24 -24 -3 -11 -23 -16 -30
right_child=-2 2 3 -5 -6 -7 -8 8 -10 26 13 14 -14 -15 28 -17 -18 18 20 -21 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011127764039887899 -0.0006554090152733861 -0.00019650995402815881 -0.0013975098155256571 0.00045385143217456492 -0.00060763145045469251 0.0012814894906308417 -0.0004444169976035217 -6.2474342078653624e-05 -0.00077729006474601436 0.0017810715380929343 0.00049633156319277012 0.0010522356380681314 -0.001373624514060806 0.0013310121249536983 0.00022666062353677828 0.0012200564371107432 -0.00023760055697586853 0.00069742703524825302 -0.00028030317759907724 -0.0012122570531006439 -0.00030933520266379822 0.00045557699430698155 0.00085157111326725297 0.0018406534485977165 -8.4786676642800991e-05 0.00062054142599052915 0.0007322630614181332 0.0010693891758014223 0.0012749999372458594 0.00036769780176549763
leaf_weight=59 23 25 20 20 23 21 20 20 21 22 232 26 24 27 572 25 27 26 23 24 20 1393 126 27 21 72 23 32 26 101
leaf_count=59 23 25 20 20 23 21 20 20 21 22 232 26 24 27 572 25 27 26 23 24 20 1393 126 27 21 72 23 32 26 101
internal_value=0 0.000419305 0.000327605 -0.000471829 0.000353498 0.000371737 0.00048344 0.000355696 0.000312528 0.000674591 0.000334791 0.000251078 -0.000777647 0.000583345 0.000313511 0.000493732 0.00048352 0.000494639 0.000473085 -0.000219221 0.000494166 0.000504074 0.000755168 0.000892041 0.000717806 0.000409961 0.00124501 0.000469361 0.000286033 0.000553445
internal_weight=0 3098 1275 40 1235 1212 1823 1191 1049 142 1028 769 44 259 725 1803 1778 1751 1692 50 1642 1622 197 174 147 97 45 1425 699 127
internal_count=3121 3098 1275 40 1235 1212 1823 1191 1049 142 1028 769 44 259 725 1803 1778 1751 1692 50 1642 1622 197 174 147 97 45 1425 699 127
is_linear=0
shrinkage=0.00366245


Tree=1099
num_leaves=31
num_cat=0
split_feature=0 10 105 10 39 16 15 14 4 2 0 123 4 12 3 15 4 16 457 48 13 11 52 124 1455 0 1453 1445 157 157
split_gain=1.85911 1.44543 2.05441 1.51857 1.71661 1.18171 1.53187 2.11788 2.15626 1.67255 1.34043 0.954419 0.887484 0.837256 0.958208 1.68801 3.65567 1.92901 1.2755 1.03002 0.798301 0.809381 1.1197 0.757674 0.752406 0.882792 0.870119 0.840985 0.769013 1.38694
threshold=0.18019500000000002 0.058500000000000003 1.0000000180025095e-35 -0.094984999999999986 0.085815000000000016 -0.55248999999999981 -0.24436499999999997 -0.10708499999999999 0.51164000000000009 0.13622000000000004 -0.010949999999999998 0.083855000000000013 0.51303500000000013 -0.10022999999999999 0.10732000000000001 -0.0088349999999999974 -0.031404999999999995 -0.083134999999999987 -0.23069499999999998 0.091840000000000019 -0.16152999999999998 0.08976000000000002 -0.42058999999999996 -1.0000000180025095e-35 -0.23681499999999997 -0.082184999999999994 -0.095239999999999991 1.0000000180025095e-35 -0.50331999999999988 -0.28320499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 10 9 -9 12 -3 -7 23 18 17 -17 19 -15 -16 -20 24 -23 -8 25 -22 -26 28 -28 -30
right_child=-2 11 -4 5 -6 6 13 8 -10 -11 -12 -13 -14 14 15 16 -18 -19 20 -21 21 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0011473439797265118 -0.0005357125230888056 -0.00052584188639484824 0.0018299098354027403 0.0012970888351940266 0.00035344221007228572 0.00055508062825015188 0.0005362933996581941 -0.0020336276993522455 0.00027125116678227882 -0.00027868868243307443 0.0014219452931856452 0.00054474980195663193 -0.00044198490414521158 -0.00051570883298995439 0.00054910713808668267 0.00040149619067103559 -0.001671025639997092 0.0012503338662505428 -0.00033367996588703585 -0.0006178175598741491 0.001716565667025066 0.00054653241077162382 0.0017998851476084062 0.0016281902055158273 -0.00040659575146776252 0.00047090376115860397 0.0012820235848639975 0.0012452234560734804 -0.00042561943331618303 0.00048818024022237249
leaf_weight=23 36 46 20 31 36 48 25 20 38 20 22 23 25 23 30 42 25 39 21 26 20 35 21 22 20 22 22 27 31 2282
leaf_count=23 36 46 20 31 36 48 25 20 38 20 22 23 25 23 30 42 25 39 21 26 20 35 21 22 20 22 22 27 31 2282
internal_value=0 0.000445117 0.000459166 0.000450015 -0.00023161 0.000463708 0.000454818 6.32269e-05 -0.000460754 -0.00115616 0.000493443 -0.000168978 0.00021362 0.000479606 0.000469671 0.000149754 -0.000371833 0.00051761 0.000490204 7.32067e-06 0.000499455 0.00050651 0.00101654 0.00104739 0.000494727 0.00106408 0.000484688 0.000492235 0.000483528 0.000475933
internal_weight=0 3085 3016 2996 59 2937 2906 173 78 40 95 69 73 2733 2686 162 67 95 2524 56 2501 2480 56 47 2424 42 2382 2362 2335 2313
internal_count=3121 3085 3016 2996 59 2937 2906 173 78 40 95 69 73 2733 2686 162 67 95 2524 56 2501 2480 56 47 2424 42 2382 2362 2335 2313
is_linear=0
shrinkage=0.00429114


Tree=1100
num_leaves=31
num_cat=0
split_feature=11 9 33 97 160 40 13 13 47 45 1 4 1429 1 52 2 4 43 3 484 13 150 1212 1212 2 52 15 52 42 475
split_gain=1.79968 1.51654 1.50745 1.56349 1.60715 0.997686 1.81339 0.959283 0.935722 1.59872 0.935143 2.05912 3.13034 3.18668 2.42929 1.85313 1.60042 2.40519 1.2677 1.1535 1.33278 1.05199 1.02211 1.38875 1.1317 2.77061 2.08169 2.01822 1.28206 1.25772
threshold=-0.072629999999999986 0.099965000000000012 0.08573500000000002 -0.049229999999999996 0.08325500000000001 0.051255000000000002 -0.0021749999999999994 0.40528500000000006 0.14174500000000004 0.084355000000000013 0.080270000000000022 -0.17966999999999997 0.084690000000000015 0.10234000000000001 -0.015539999999999998 0.086100000000000024 0.62931500000000018 0.0034250000000000005 0.10299500000000002 -0.070054999999999992 0.15641500000000003 -0.090724999999999986 0.11796000000000001 0.10703000000000001 0.084855000000000014 0.11008000000000001 0.085935000000000025 -0.04127999999999999 0.085730000000000015 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 21 14 15 -14 18 -13 17 19 -12 -17 -21 -5 23 24 25 26 27 -23 -28 -26
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 11 12 13 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 29 -27 28 -29 -30 -31
leaf_value=-0.00072090678518691668 -0.00076506435977889762 -0.00038880158411105313 0.0011434446213069852 0.0012183320779037266 0.00050559791496196079 0.0004267762941708072 -0.0009304330911002577 0.001015747063192528 -0.00038976122535284275 0.0011054982058305205 0.00066325001495061561 0.00037953658006752676 -0.001785047747419901 0.00021761279852460248 0.0018330800423341782 -0.00061812090468930264 0.00091316161779195139 -0.00091816536816699188 -0.00025658309625504073 0.00022526249850962567 -0.00058095701492369347 -0.00039650646969046434 0.000911520812311305 -0.00052164448432115017 0.00062709039283370845 -0.00058757044214464201 0.00084600129842965857 0.00069697080928323471 0.002060835095229576 0.00029884106986038852
leaf_weight=21 33 37 30 20 21 30 22 28 22 36 99 604 20 21 20 27 27 33 24 299 29 25 47 22 174 23 24 168 21 1114
leaf_count=21 33 37 30 20 21 30 22 28 22 36 99 604 20 21 20 27 27 33 24 299 29 25 47 22 174 23 24 168 21 1114
internal_value=0 0.000333785 0.000342514 0.000334591 -0.000270918 0.000345567 -0.000147428 0.000354326 0.000347937 0.000353578 0.00034405 0.000268036 0.000213473 -0.000759295 0.000672485 0.000252613 6.78852e-05 9.06446e-06 0.00048377 9.52577e-05 0.000153981 0.000399878 0.000389761 0.000374152 0.000386874 0.000602475 0.000717479 0.000555329 0.00141292 0.000343185
internal_weight=0 3100 3063 3033 54 2979 52 2927 2899 2877 2841 1203 1060 41 143 1019 415 388 123 355 328 1638 1618 1571 1549 261 238 193 45 1288
internal_count=3121 3100 3063 3033 54 2979 52 2927 2899 2877 2841 1203 1060 41 143 1019 415 388 123 355 328 1638 1618 1571 1549 261 238 193 45 1288
is_linear=0
shrinkage=0.00359063


Tree=1101
num_leaves=31
num_cat=0
split_feature=0 31 160 12 1348 147 48 147 4 16 48 160 43 4 1209 133 0 156 2 13 13 15 3 155 1 160 480 455 3 43
split_gain=1.521 1.11802 1.79186 2.44685 0.802684 1.32171 1.11702 0.877664 0.747427 3.04577 1.91117 1.77827 1.53569 2.13049 1.0825 1.13197 0.98559 1.48416 1.22043 1.19824 1.40116 1.40846 1.61595 1.0759 1.06213 0.967753 1.22608 1.12481 1.05939 1.66974
threshold=0.18019500000000002 -0.018414999999999997 0.08325500000000001 -0.082514999999999991 0.090205000000000021 0.097985000000000017 0.15068000000000001 0.090635000000000007 -0.39518999999999993 0.15891500000000003 0.091545000000000015 -0.079874999999999988 -0.52440999999999993 -0.15764999999999998 0.082105000000000011 0.41307000000000005 -0.066089999999999996 0.10854500000000002 0.14838000000000004 -0.088854999999999976 -0.06884499999999999 0.013270000000000002 -0.063814999999999997 0.112835 0.122185 -0.54200499999999985 -0.092774999999999982 0.092320000000000013 -0.12018999999999998 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -3 11 -11 -10 -14 16 -16 23 18 19 -18 -21 22 24 25 -22 -15 -27 28 29 -28
right_child=-2 4 -4 -5 -6 -7 -8 -9 12 10 -12 -13 13 14 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00014504711701260044 -0.00052555271898710335 0.0019876947358954287 0.00088322289622965908 -0.0016620860505178543 -0.00024459649454446308 0.001264462984270837 -0.00051174778917672864 -0.00027502296721942173 0.001252997843025843 0.0017540424876698122 -0.00081364048329327695 0.00038505351301012391 -0.00048291694758916654 0.00089309032585423208 0.00081300583087953087 -0.00020241031808778285 -0.0010417869939595885 0.0010225019127155731 0.00068270225659782565 0.00058063403214484235 -0.00042496208412872647 0.00047834349750951958 -0.0013166028362562986 -0.00057908194480291023 0.00064380001641438432 -0.00065160603284528703 0.00046023945732933443 0.001403239122244275 0.00035718433219461868 0.0016773683998525253
leaf_weight=37 36 27 23 22 38 31 26 37 36 21 20 104 54 70 167 23 22 31 45 58 67 42 29 21 23 21 73 20 1868 29
leaf_count=37 36 27 23 22 38 31 26 37 36 21 20 104 54 70 167 23 22 31 45 58 67 42 29 21 23 21 73 20 1868 29
internal_value=0 0.000361614 -0.000132744 -0.000528799 0.000375113 0.000383055 0.000373742 0.000381659 0.000390122 0.000664392 0.000417984 0.000615044 0.000372644 0.000360743 0.000378204 0.000690087 0.000353708 0.000130664 3.39963e-05 -8.71313e-05 8.77013e-06 -0.000197243 -0.000435685 0.000387345 -0.000151834 0.000397097 0.000379832 0.000390717 0.000380437 0.000806286
internal_weight=0 3085 82 59 3003 2965 2934 2908 2871 172 145 125 2699 2663 2609 190 2419 317 286 241 219 161 119 2102 90 2081 2011 1990 1970 102
internal_count=3121 3085 82 59 3003 2965 2934 2908 2871 172 145 125 2699 2663 2609 190 2419 317 286 241 219 161 119 2102 90 2081 2011 1990 1970 102
is_linear=0
shrinkage=0.00429114


Tree=1102
num_leaves=31
num_cat=0
split_feature=11 96 105 10 4 158 39 121 2 1429 133 156 2 0 1212 133 1429 474 1210 403 129 1452 12 10 1212 3 160 160 51 12
split_gain=1.4293 1.17651 0.956905 1.21476 1.07074 1.07517 0.864544 0.974954 0.90319 1.74511 1.56721 1.79691 2.09308 1.72303 1.64694 1.50058 1.77013 1.49751 1.49873 1.47884 2.27076 1.39277 1.55895 1.89559 1.3662 1.3952 1.31902 2.02993 2.51634 1.46006
threshold=-0.072629999999999986 0.090365000000000015 0.080965000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 0.065940000000000012 0.14059500000000003 -0.078059999999999977 0.085730000000000015 0.084770000000000012 1.0000000180025095e-35 0.11659000000000001 0.11704500000000001 -0.04917499999999999 0.096460000000000018 0.08784500000000002 0.084990000000000024 0.10607000000000001 -0.080859999999999974 0.10469000000000002 -0.04689999999999999 0.10391500000000002 0.080890000000000017 0.046740000000000011 0.11387000000000001 -0.078934999999999991 1.0000000180025095e-35 0.11655500000000001 0.094075000000000006 0.08815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -5 9 21 11 14 -13 15 17 16 -12 18 -10 20 -20 22 23 -9 -24 -26 -22 28 -28 -29
right_child=1 -3 -4 6 5 -7 -8 8 10 -11 13 12 -14 -15 -16 -17 -18 -19 19 -21 26 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=-0.00076844039413905072 0.00025718950004622102 -0.00068589638369693704 0.001174816269640564 0.001145575009254143 -0.0009723096847089179 0.00023287471906753861 -0.00045146403647723909 0.0012831306452279812 0.0011462878048639474 -0.00060878192889405756 0.0005092046455747218 0.00035201854089824422 0.0018534569822348265 0.0010803547877614628 0.00080673295247210021 0.00022834210818593575 0.0016927915381269572 0.0010424368162190846 -0.0013927335567703255 0.00057080016394299806 -6.993139701103992e-05 -0.00059706568041339547 0.00044929618070338576 0.00024187395122042145 -0.0011018760569203555 0.00043872624541793219 0.00035948010471139187 -0.0012263468049755223 0.0019662317181484605 0.00025594675005432866
leaf_weight=21 66 20 22 25 34 20 24 81 21 27 206 56 22 61 57 486 24 27 20 79 642 21 809 47 20 20 97 20 20 26
leaf_count=21 66 20 22 25 34 20 24 81 21 27 206 56 22 61 57 486 24 27 20 79 642 21 809 47 20 20 97 20 20 26
internal_value=0 0.000311227 0.000317702 0.000311536 -9.52211e-05 -0.000525945 0.000328149 0.00033457 0.000327552 0.000425896 0.000273473 0.00017236 0.000775501 0.000414928 0.000125734 0.000358237 0.000632709 8.49604e-05 5.70124e-05 3.17085e-05 -1.99136e-05 0.000453889 0.000476478 0.000900794 0.000412506 -0.000331575 1.41937e-05 0.000345533 0.000634139 -0.000388529
internal_weight=0 3100 3080 3058 120 54 2938 2914 2889 1025 1864 1087 78 777 1009 716 230 952 925 904 825 998 977 128 849 40 805 163 117 46
internal_count=3121 3100 3080 3058 120 54 2938 2914 2889 1025 1864 1087 78 777 1009 716 230 952 925 904 825 998 977 128 849 40 805 163 117 46
is_linear=0
shrinkage=0.00412451


Tree=1103
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 457 2 1 1 50 1 4 1 159 0 475 3 4 2 3 2 3 4 0 0 52 0
split_gain=505.805 62.6306 54.7946 46.8496 34.3825 24.1192 18.9914 18.1088 13.7762 15.026 12.9202 7.69341 7.69964 7.30665 5.52139 5.16937 5.76785 5.02841 4.90778 5.22299 4.67755 4.65067 4.34208 4.35444 3.84135 3.82737 3.77214 3.79695 3.69693 3.58288
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.076975000000000002 0.40124500000000002 0.080930000000000016 0.13501500000000002 0.077845000000000011 0.089770000000000016 0.089465000000000017 0.15471500000000002 -0.078439999999999996 0.11669000000000002 0.082585000000000006 -0.11991499999999998 -0.066784999999999983 0.10732000000000001 -0.036839999999999991 -0.0091949999999999983 0.090900000000000009 0.088745000000000004 0.42240500000000009 -0.55119499999999988 -0.10474999999999998 -0.036484999999999997 -0.085264999999999994 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 13 11 20 9 18 -4 14 17 26 25 16 28 -13 -6 -20 -5 -19 23 -16 -15 -1 -3 -28 -2 -11
right_child=1 5 10 7 8 -7 -8 -9 -10 29 -12 12 -14 24 22 -17 -18 21 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033582910350135062 0.0021733100557447199 0.0011928330618368713 0.0025305793142156108 0.0029302469104019583 0.0028349651025483587 0.0017942641787051755 0.0033647974947694928 0.0014930299459860448 0.0016525426246039778 0.0021742720890348148 0.0015729369941538112 0.0019370158593369597 0.002801456436012633 0.00063634530012917257 0.0028171985226280866 0.001154978957409906 0.0011538374551165198 0.0020234437014334081 0.0025137894718154502 0.0018994776163180199 0.0023676323559289063 0.0025803346702981166 0.002219738123165645 0.0026382848133337813 -8.7046074386186223e-05 0.0028413789519975922 0.00058942760659468584 0.0010460700281198344 0.0015750244190209546 0.0015058288642159829
leaf_weight=22 20 40 28 32 67 39 75 32 34 22 83 27 135 24 396 91 40 26 316 22 70 156 26 413 20 657 73 43 66 26
leaf_count=22 20 40 28 32 67 39 75 32 34 22 83 27 135 24 396 91 40 26 316 22 70 156 26 413 20 657 73 43 66 26
internal_value=0 0.00139862 0.00265202 0.00172636 0.00269044 0.000917281 0.00276337 0.00229313 0.00240095 0.00245712 0.0018145 0.0027391 0.00257453 0.00074627 0.00277649 0.00137638 0.00153628 0.00242795 0.00253355 0.0024738 0.00254414 0.00250078 0.0027101 0.00272586 0.000307531 0.00285813 0.000870016 0.0007587 0.00171416 0.0018122
internal_weight=0 590 2531 351 2420 239 1933 134 487 453 111 1858 344 200 1514 217 126 209 405 338 102 182 835 809 44 679 156 116 86 48
internal_count=3121 590 2531 351 2420 239 1933 134 487 453 111 1858 344 200 1514 217 126 209 405 338 102 182 835 809 44 679 156 116 86 48
is_linear=0
shrinkage=0.00121906


Tree=1104
num_leaves=31
num_cat=0
split_feature=3 2 14 15 16 15 4 121 15 13 52 52 132 33 2 4 3 151 11 0 393 13 1419 49 15 12 15 42 12 3
split_gain=1.85661 1.05826 1.16182 1.33386 2.11659 1.55006 1.18471 1.00347 1.00277 1.71738 1.02545 0.947076 1.32193 0.925501 1.30434 0.898014 0.863079 1.14303 0.825608 0.749848 0.777638 0.946653 1.34999 1.12165 2.38086 1.21583 3.02327 1.07636 1.27208 1.13061
threshold=0.31370500000000007 0.13622000000000004 -0.47071999999999997 -0.26481999999999994 -0.42170999999999997 -0.42198999999999992 0.59999500000000017 -0.080284999999999981 -0.03241999999999999 -0.0057949999999999989 -0.075329999999999994 -0.083374999999999991 0.10613500000000002 0.083840000000000012 -0.0091949999999999983 0.42051500000000003 -0.014944999999999998 -0.019324999999999998 0.10334500000000001 0.12500000000000003 0.11213000000000002 0.0015850000000000003 1.0000000180025095e-35 0.0034800000000000005 -0.070929999999999979 0.085635000000000003 0.040760000000000005 -0.093284999999999993 0.090840000000000018 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -5 10 -10 -3 -2 15 14 16 -13 17 -9 19 20 21 27 23 25 -25 26 -23 28 -16 -29
right_child=11 8 3 7 5 -7 -8 13 9 -11 -12 12 -14 -15 18 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0015161638486184633 -0.0010258233445486311 0.0011248225550022669 0.0013551499556830678 0.0015006646461348937 -0.0013356949663200727 0.0001996232317750139 7.1923080206154458e-05 -0.0003074215529493134 0.0003015596447226981 -0.0013297969254468785 0.00011389111740115104 0.00020590877365674967 0.00098339594632024653 0.0012967016292301482 0.00071552534923267409 -0.00088145423197808707 -0.000708994304302486 0.0010875936987765822 -0.00038921910890316036 0.0010292790777812109 0.0011608009049530548 0.00014168367018809033 0.001283034135826127 0.00034627172969270794 -0.0013846474682238335 0.00021862511427927136 0.0023729630334978742 2.1252341429319983e-05 0.0019012167579334398 0.00053586955697563989
leaf_weight=23 20 28 25 21 30 25 37 29 32 23 81 36 24 30 86 28 29 21 21 58 37 34 27 45 26 266 20 93 24 1842
leaf_count=23 20 28 25 21 30 25 37 29 32 23 81 36 24 30 86 28 29 21 21 58 37 34 27 45 26 266 20 93 24 1842
internal_value=0 0.000476348 0.000496824 0.000488528 1.24755e-05 -0.000637823 0.000589353 0.000509088 0.000120639 -0.000380644 0.00037358 -0.000131324 7.19716e-05 0.000501341 0.000492364 -0.000269813 -8.40075e-05 0.000278485 0.00051002 0.000517402 0.000505527 0.000495683 0.000298216 0.00023021 -0.000287586 0.000345096 0.000968083 0.000536045 0.000974222 0.000511136
internal_weight=0 3013 2849 2826 117 55 62 2709 164 55 109 108 88 2688 2658 64 79 50 2579 2558 2500 2463 418 391 71 320 54 2045 110 1935
internal_count=3121 3013 2849 2826 117 55 62 2709 164 55 109 108 88 2688 2658 64 79 50 2579 2558 2500 2463 418 391 71 320 54 2045 110 1935
is_linear=0
shrinkage=0.00455379


Tree=1105
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 16 2 2 4 1 2 3 3 2 52 47 2 131 11 1 1 13 48 0
split_gain=818.913 133.639 82.4592 64.1219 46.6087 39.6989 23.9524 23.1865 22.9193 21.0668 19.1632 15.3182 13.8324 13.1464 13.9808 8.9161 12.766 6.22289 8.8888 5.69218 6.80453 5.54668 5.54015 5.25267 5.01405 4.76041 4.48043 4.45888 4.29073 3.82862
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.10699500000000002 0.077845000000000011 -0.52595999999999987 -0.090999999999999984 0.14838000000000004 0.27834500000000006 0.089625000000000024 0.08647500000000001 -0.13927999999999999 -0.10831999999999999 0.088850000000000012 0.40674500000000008 0.090100000000000013 0.10060500000000001 0.091440000000000007 0.08326500000000002 0.11829500000000003 0.16175000000000003 -1.0000000180025095e-35 0.081805000000000017 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 21 6 12 13 11 25 -5 -7 -1 14 -4 19 -17 22 -19 20 -14 29 -13 -2 -24 -6 -15 -16 -12 -3
right_child=1 2 7 10 9 8 -8 -9 -10 -11 28 17 15 26 27 16 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024559758325170119 0.003673517048378031 0.0019078828463129243 0.0017143847643383942 0.0032843495055702265 0.0033279507174680417 0.0020902978544925371 0.0043570524195964645 0.0020016556064389869 0.0022515971113745304 0.0016993037870751192 0.0014689567096656544 0.0042683756225033983 0.0036754427097302322 0.000535476897080977 0.00063093120531803866 0.0034164719976767888 0.0023293642680575432 0.0023298326491889608 0.0032657785697089471 0.0034646238877497799 0.0029028972451372319 0.0021336854541314522 0.0028747458255629276 0.0028499087287870437 0.0037279300503489316 0.0025438842589968471 -0.0001967514560560694 0.0012687030805704615 0.0021877516562429813 0.001425701713736333
leaf_weight=22 54 39 41 28 54 21 70 34 48 27 24 20 924 63 88 273 22 20 437 415 22 33 20 20 37 20 21 27 45 152
leaf_count=22 54 39 41 28 54 21 70 34 48 27 24 20 924 63 88 273 22 20 437 415 22 33 20 20 37 20 21 27 45 152
internal_value=0 0.00171038 0.00149536 0.00342032 0.00196306 0.00346545 0.00357023 0.000940607 0.00316171 0.00273731 0.00232645 0.00324042 0.00353741 0.000790292 0.00102607 0.00355177 0.0033354 0.00328565 0.00322482 0.00359867 0.00365748 0.00161395 0.0036467 0.00345092 0.00342857 0.00311604 0.00035242 0.000780669 0.00193774 0.00152416
internal_weight=0 673 599 2448 325 2351 1748 274 603 101 97 555 1678 240 156 1656 295 534 457 1361 946 224 77 74 57 74 84 115 69 191
internal_count=3121 673 599 2448 325 2351 1748 274 603 101 97 555 1678 240 156 1656 295 534 457 1361 946 224 77 74 57 74 84 115 69 191
is_linear=0
shrinkage=0.00137286


Tree=1106
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 3 3 14 2 12 2 1 2 15 2 481 16 160 0 3 14 159 457 2 39 15 131
split_gain=380.763 68.5437 42.5232 33.0642 21.4023 20.6378 16.5737 15.1579 13.8443 12.962 12.434 11.9753 11.183 8.62644 7.26063 6.07429 4.53951 4.47667 4.3736 3.90357 6.60906 4.39991 3.93689 3.80024 4.51506 4.64274 4.53391 3.58745 3.48919 3.44848
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.31370500000000007 0.076840000000000006 0.062655000000000016 0.11474000000000002 -0.42850999999999995 0.089885000000000007 0.13146500000000003 0.094835000000000017 -0.059484999999999989 0.15950500000000004 -0.078899999999999984 0.0057500000000000008 -0.080934999999999993 -0.038659999999999993 0.084940000000000015 -0.23083499999999998 0.082585000000000006 0.083415000000000017 0.11263500000000001 0.095830000000000012 0.090455000000000021 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 6 23 7 15 10 9 14 13 -6 -10 19 -4 -1 -17 -14 -15 22 -21 -22 -5 -3 25 26 -25 -16 -12 -2
right_child=1 2 8 5 11 -7 -8 -9 12 -11 28 -13 17 18 27 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025633196228089972 0.0025108415189285522 0.0016195952798938773 0.0013077370773424534 0.0024128466737420359 0.0021041254802308868 0.0011536247484944212 0.0013301089631874465 0.0016062679515260023 0.00099426092795025576 0.0015246430679822353 0.0029673085440934414 0.0012080768358116623 0.00042748177706712235 0.0025724356631634591 0.00094538209644385945 0.0021795737266277347 0.0014875762557864365 -0.00024567046849151335 0.0022078610040958103 0.0017763016518275766 0.0022369609885861436 0.002814866077787003 0.0020161075416751987 0.0016720662775496105 0.00090947004869961542 0.0010091982802964731 0.0011783515487816085 0.00051353228328347884 0.0024999630160072043 0.0019844137845815156
leaf_weight=26 52 34 34 1129 81 20 67 38 34 51 49 26 32 46 44 29 22 22 775 36 101 21 34 54 51 47 45 60 37 24
leaf_count=26 52 34 34 1129 81 20 67 38 34 51 49 26 32 46 44 29 22 22 775 36 101 21 34 54 51 47 45 60 37 24
internal_value=0 0.0013154 0.00118821 0.0022818 0.00146167 0.00231543 0.0017479 0.00232569 0.000854542 0.00102978 0.00233796 0.00188639 0.000478177 0.00232076 0.000846897 0.00211144 0.00188107 0.000153235 0.00222829 0.00237823 0.00220881 0.00233644 0.00240125 0.00126493 0.00120372 0.0013065 0.00144765 0.000696238 0.00276624 0.0023446
internal_weight=0 691 615 2430 338 2286 144 2266 277 189 2228 107 88 2142 138 77 51 54 821 1321 158 122 1163 231 197 146 99 104 86 76
internal_count=3121 691 615 2430 338 2286 144 2266 277 189 2228 107 88 2142 138 77 51 54 821 1321 158 122 1163 231 197 146 99 104 86 76
is_linear=0
shrinkage=0.00114875


Tree=1107
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 3 4 4 4 0 4 13 0 1 2 0 0 12 0 150 4 15 2 14 47 13 39 3 159
split_gain=420.853 55.2436 48.4384 34.5414 27.4916 17.5012 17.0539 15.0383 14.7168 14.7097 10.372 9.49371 9.10723 8.88262 8.97296 8.10212 7.29415 6.16363 8.53164 5.98951 5.81095 5.74625 10.7015 7.43407 5.50369 4.16579 4.15907 4.10957 3.7915 3.73187
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.31370500000000007 0.40124500000000002 -0.17966999999999997 0.36766000000000004 -0.23194499999999998 0.033845000000000007 -0.47860499999999995 1.0000000180025095e-35 0.10089500000000001 0.14285500000000004 -0.14832499999999996 -0.092404999999999973 0.13597000000000004 -0.13027499999999997 0.091105000000000005 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.41790499999999997 0.091680000000000011 -0.016469999999999995 0.087690000000000004 0.51139500000000016 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 10 16 9 25 -6 15 -1 17 28 14 20 27 -4 -7 -19 -18 26 23 -23 -12 -11 -5 -10 -3 -8 -2
right_child=1 6 5 7 8 11 12 -9 13 24 21 -13 -14 -15 -16 -17 19 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033297331639938 0.0015341375858387762 0.00201982966447368 0.0032240374488175885 0.0028202452809905376 0.0026715230892458783 0.0029645857761985053 0.00051573711517051164 0.0014783288056095139 0.0018198609591002712 0.0014378827559655171 0.0029260587269090183 0.0022371095012661312 -1.0187733166705396e-05 0.00095146123085540653 0.0014947828925393563 0.00090850488732783933 0.0020480718036314412 0.0025607103089572282 0.0018069287406841748 0.002732022280066756 0.0014677409989203138 0.0024516171924240143 0.0015089580407479698 0.0020185563902528261 0.00071445410340400162 0.0022759023282635173 0.002441134636327634 0.0013894855744487958 0.0011897366235098909 0.0011557755829357786
leaf_weight=22 115 41 48 42 31 58 29 29 26 21 53 171 34 21 75 24 21 714 25 1072 20 76 26 20 87 49 52 28 25 66
leaf_count=22 115 41 48 42 31 58 29 29 26 21 53 171 34 21 75 24 21 714 25 1072 20 76 26 20 87 49 52 28 25 66
internal_value=0 0.00136572 0.00255523 0.00174601 0.00216298 0.00263371 0.000969651 0.00227368 0.00186007 0.00117351 0.00250895 0.00250828 0.000504016 0.00173041 0.00182496 0.00154326 0.00274013 0.00256646 0.00253521 0.00271888 0.00207766 0.00240576 0.00221133 0.00267743 0.000855121 0.00252714 0.00223404 0.00176404 0.000827774 0.00139617
internal_weight=0 590 2531 301 422 2109 289 120 225 201 197 968 88 194 173 93 1141 797 739 1093 98 175 102 73 108 91 78 69 54 181
internal_count=3121 590 2531 301 422 2109 289 120 225 201 197 968 88 194 173 93 1141 797 739 1093 98 175 102 73 108 91 78 69 54 181
is_linear=0
shrinkage=0.00126831


Tree=1108
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 4 2 2 2 4 52 16 16 484 42 3 47 15 1 2 14 457 4 16 160
split_gain=472.918 81.2525 50.936 39.7871 25.1451 23.9463 23.1952 16.8523 16.1147 14.1 13.6145 11.6893 10.7557 8.2164 8.01396 5.29944 5.20747 7.22126 8.0149 7.29493 6.61388 4.99855 4.85971 4.4401 11.6718 4.34782 4.20558 3.86365 4.87313 3.81091
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.13754500000000003 0.094835000000000017 0.42051500000000003 -0.56176499999999996 0.0057500000000000008 0.083160000000000026 0.0038100000000000005 0.086555000000000007 0.084940000000000015 0.090100000000000013 -0.059484999999999989 0.088975000000000012 0.097845000000000015 -0.23083499999999998 -0.067164999999999989 0.033845000000000007 -0.44310499999999992 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 21 6 9 13 12 11 -6 16 14 -1 -4 -13 20 18 -18 -19 -5 25 -15 27 -25 -3 -27 -17 -29 -16
right_child=1 2 8 5 10 -7 -8 -9 -10 -11 -12 15 -14 22 29 23 17 19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0028049337765863012 0.0025764679711862671 0.0016993385400437626 0.0014626397882398269 0.0026882707283270549 0.0023462073591206251 0.0012931823159627995 0.0016608226951672534 0.0014865196076420525 0.0016395407693384045 0.003061427753158083 0.0014412151227792989 0.0028682935608838858 0.00054801297482492517 0.0023243981094332382 0.0012680562864456949 0.0025230391729707024 0.0024252375927328812 0.0028921990436765223 0.0015240182166396808 0.0022211218038478975 0.0021637569722013639 0.0018098360502392778 0.0015993606307101291 0.0014815984637654011 0.0025199921515013631 0.0017375719878949673 0.0011646428492007083 0.0026250740568762075 0.0022035277352203931 0.00069168882566711409
leaf_weight=28 76 33 42 1129 74 20 37 64 37 86 33 43 114 30 21 531 42 61 20 35 34 32 22 23 42 20 146 53 130 63
leaf_count=28 76 33 42 1129 74 20 37 64 37 86 33 43 114 30 21 531 42 61 20 35 34 32 22 23 42 20 146 53 130 63
internal_value=0 0.0014335 0.00129225 0.00253206 0.00159752 0.00256969 0.00258095 0.00193468 0.000919758 0.00259623 0.0020671 0.00257756 0.000808791 0.0022932 0.00104473 0.00246785 0.00264582 0.00244623 0.00213452 0.00264754 0.00267294 0.00138001 0.00201765 0.00244575 0.00215256 0.00131089 0.00123367 0.00247244 0.00232561 0.000835781
internal_weight=0 691 615 2430 338 2286 2266 144 277 2229 107 2143 240 80 126 822 1321 158 62 96 1163 231 52 779 65 199 166 714 183 84
internal_count=3121 691 615 2430 338 2286 2266 144 277 2229 107 2143 240 80 126 822 1321 158 62 96 1163 231 52 779 65 199 166 714 183 84
is_linear=0
shrinkage=0.00117172


Tree=1109
num_leaves=31
num_cat=0
split_feature=1 4 2 399 133 149 457 131 2 0 2 3 43 15 14 0 2 4 16 47 16 43 157 1212 0 16 2 133 4 0
split_gain=6.11856 2.5043 1.89199 1.96442 1.89038 2.34002 1.85599 1.51917 1.70753 1.15433 2.80174 1.86076 2.07197 1.13272 1.15438 1.58525 1.70646 1.07642 1.42027 1.05482 1.59697 1.5761 2.1069 1.64518 1.55921 1.61854 3.09516 1.49289 1.42021 2.03782
threshold=0.095695000000000016 -0.15764999999999998 0.13622000000000004 1.0000000180025095e-35 0.087435000000000013 0.07770500000000001 0.094310000000000019 0.090030000000000013 0.31358000000000003 0.034820000000000011 0.10855000000000002 -0.15956499999999998 -0.065269999999999981 0.12961500000000001 -0.46957999999999994 -0.0058249999999999994 1.0000000180025095e-35 -0.015624999999999998 -0.29154999999999992 0.077555000000000013 -0.105305 -0.0019149999999999998 -0.082134999999999986 -0.017094999999999996 -0.04917499999999999 0.042200000000000008 0.086100000000000024 0.087985000000000022 0.0052350000000000009 -0.09515499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 6 13 8 -4 19 11 -11 -13 14 -3 16 -16 -6 -19 21 -21 23 -23 -1 25 28 -27 -28 29 -25
right_child=1 2 7 -5 17 -7 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0016523623280342006 0.0011707322130606311 0.0017783538777786001 0.00016225047714610983 -0.00067705117148646123 0.00092250001249474366 0.0022418620277006884 -0.00010651662317269249 0.0010201484297603311 -0.0010891263980111008 0.0020244857573491161 -0.00059833492659782501 -0.00030956407054807294 0.0011334958113253157 0.0017151748019273211 0.0010773109082199716 -0.00013607017268980608 0.00046715039620633353 0.00057303677947273589 -0.00056494219789989973 0.0023093662170015979 0.0012149226995948577 0.0020446055545616038 0.0007929555612288553 0.0019619590424139579 0.0020840255124026461 -0.00085581665091105815 0.0013777243397299645 0.00056206733441421309 0.00072635802853634806 0.0011363702774040395
leaf_weight=101 136 20 102 20 27 20 43 28 25 24 26 27 57 25 193 36 150 36 46 29 160 26 521 59 28 21 69 103 140 823
leaf_count=101 136 20 102 20 27 20 43 28 25 24 26 27 57 25 193 36 150 36 46 29 160 26 521 59 28 21 69 103 140 823
internal_value=0 0.000633861 0.00053916 0.000645791 0.000690181 0.000804514 0.000742958 0.000115391 -8.40836e-05 0.00105232 0.000666283 0.000970729 0.000669655 0.000829107 0.000773589 0.000720567 0.000810477 0.000179353 -6.53417e-05 0.00107719 0.00138285 0.00104664 0.000852449 0.00112567 0.00108288 0.0010598 0.000699398 0.000889279 0.00112787 0.0011916
internal_weight=0 907 771 616 596 487 467 155 127 2214 134 108 84 424 399 379 343 109 82 2080 189 1891 547 1344 1243 1215 193 172 1022 882
internal_count=3121 907 771 616 596 487 467 155 127 2214 134 108 84 424 399 379 343 109 82 2080 189 1891 547 1344 1243 1215 193 172 1022 882
is_linear=0
shrinkage=0.00429114


Tree=1110
num_leaves=31
num_cat=0
split_feature=1 124 1 44 147 148 9 0 3 13 13 1 13 394 52 4 43 128 12 474 128 0 52 52 133 3 3 0 402 403
split_gain=5.07139 1.53523 1.42333 1.10649 1.17865 1.41155 1.35556 1.35504 1.17438 2.44788 1.57953 1.34324 1.1106 1.94193 1.72525 2.15177 1.12644 0.974986 1.17226 0.951402 1.37041 1.29945 0.919429 0.913633 1.34569 1.65778 2.6831 1.55132 2.4348 1.24841
threshold=0.11910500000000002 -0.072314999999999977 0.16773500000000005 1.0000000180025095e-35 0.089365000000000014 -0.08224999999999999 0.081890000000000004 -0.098289999999999975 0.11296500000000002 -0.42195999999999995 -0.16152999999999998 0.11039500000000001 0.0049450000000000006 -0.08151499999999999 0.40674500000000008 -0.50940999999999981 -0.53814999999999991 0.085955000000000018 0.092255000000000018 0.105645 0.10887000000000001 -0.083389999999999978 -1.0000000180025095e-35 1.0000000180025095e-35 0.11524500000000001 -0.097604999999999983 -0.13927999999999999 -0.071719999999999992 -0.020594999999999999 0.041145000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 8 -7 10 -10 -3 -11 17 -14 15 -15 -17 23 -19 20 21 22 -18 24 25 26 -12 28 -26 -27
right_child=2 3 -4 -5 5 7 -8 -9 9 11 12 -13 13 14 -16 16 19 18 -20 -21 -22 -23 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.00053704862468525246 0.00044699109898518094 -8.3260794248384075e-05 -0.00072547081193335115 0.0018364552548349434 0.0012033502132681548 -0.00087174958424945926 0.001808813117305243 0.00070906373921593305 0.0016715808675082026 -0.00096918645276245754 0.0012221304045317853 0.00048347010158010642 -0.0005902746030140546 0.0022974982896589017 -0.00016978541910617616 0.0017542879812159642 0.0021150179576308568 0.0011675220737156048 0.0021821777382275954 0.0017243606484232215 -0.00040031434170374595 0.00063018923870250087 0.00099080328626142099 0.0011394786837873711 0.00078821084975529577 0.001118328523603801 -0.00052409675706040866 0.0011378646542644689 -0.00090300081496311744 0.00056014932319925904
leaf_weight=172 323 28 23 31 28 23 41 22 23 22 36 33 20 23 31 27 22 83 33 21 21 216 48 807 41 716 37 45 31 94
leaf_count=172 323 28 23 31 28 23 41 22 23 22 36 33 20 23 31 27 22 83 33 21 21 216 48 807 41 716 37 45 31 94
internal_value=0 0.000953728 0.000369053 0.000981261 0.000970953 0.000400589 0.000987614 -9.89075e-05 0.000973917 0.000424087 0.000991936 -9.75925e-05 0.00100474 0.000795231 0.000862982 0.00094768 0.000860227 0.00105147 0.00145617 0.00078663 0.000722486 0.000804929 0.00134413 0.00102549 0.00093351 0.000994318 0.000337056 0.000474594 6.00503e-05 0.00105355
internal_weight=0 2775 346 2603 2572 73 2499 45 2458 78 2380 55 2352 429 409 378 355 1923 116 328 307 286 70 1807 1000 883 73 117 72 810
internal_count=3121 2775 346 2603 2572 73 2499 45 2458 78 2380 55 2352 429 409 378 355 1923 116 328 307 286 70 1807 1000 883 73 117 72 810
is_linear=0
shrinkage=0.00455379


Tree=1111
num_leaves=31
num_cat=0
split_feature=1 4 11 105 2 399 15 30 48 52 13 42 42 150 1 42 0 0 2 16 0 1 475 1 475 16 4 130 3 52
split_gain=4.10857 1.89635 1.625 1.47625 1.64811 1.65568 1.27307 1.14317 1.08949 1.71489 0.881179 1.06587 1.80839 1.17495 1.10653 1.07354 0.914072 0.86912 2.31027 1.5772 1.38163 1.95686 0.983857 2.47995 1.10955 1.61559 1.10656 0.910162 0.844641 1.67451
threshold=0.095695000000000016 -0.15764999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.13622000000000004 1.0000000180025095e-35 -0.079929999999999987 0.09538000000000002 0.087810000000000013 -0.089199999999999988 0.049530000000000012 0.090835000000000013 0.094010000000000024 0.116995 0.11249000000000002 0.11603500000000001 -0.085034999999999986 0.034820000000000011 0.10855000000000002 0.042200000000000008 0.11070500000000001 0.081670000000000006 -0.088274999999999978 0.080270000000000022 -0.085719999999999977 -0.010264999999999998 -0.085594999999999991 0.087230000000000016 0.14121000000000003 -0.13993999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 28 -3 4 5 7 -6 8 10 -10 11 13 -13 14 -4 -14 -12 22 19 -19 21 -21 23 -1 25 -24 27 -26 29 -2
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 16 12 15 -15 -16 -17 -18 18 -20 20 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00094161987849985813 0.00085489518261582659 -0.00077897750094989629 0.0008659560990293447 0.001582082373809238 0.00022811173796711238 -0.00068423443238938952 -0.00075354439109370178 -0.00030683732806500638 0.0012682379696623432 4.0673181248076919e-05 -0.00036960462246110701 -0.00042268631473108231 0.00099056142260969316 0.00022529155420429644 0.0015768401595041583 -6.804869115027202e-05 0.0006497920760539207 -0.0001751328637989339 -0.00062979770963674604 -0.00042957458361795898 0.0017076758921048764 0.0013278586521545087 0.0024282639195324133 -0.00085741765189492733 0.0012278302666253965 0.00092273587906255197 0.00083248842849150491 0.00057482242346704117 0.0001633767498896541 0.0021276537983725644
leaf_weight=43 92 20 97 21 113 20 31 26 26 108 25 29 89 29 69 22 46 24 26 20 36 28 21 21 240 35 1673 47 20 24
leaf_count=43 92 20 97 21 113 20 31 26 26 108 25 29 89 29 69 22 46 24 26 20 36 28 21 21 240 35 1673 47 20 24
internal_value=0 0.000510623 0.000428215 0.000460364 0.000428095 0.000529169 1.6783e-05 0.000572045 0.000614362 0.000278857 0.000725095 0.000817129 0.000531464 0.00102222 0.00116144 0.000780747 0.00029085 0.000853527 0.000518559 0.000795016 0.0010722 0.000595595 0.000875107 0.000351311 0.000891735 0.00148731 0.000874719 0.00112089 0.000977806 0.00111822
internal_weight=0 907 771 751 730 586 144 566 540 134 406 335 140 195 166 111 71 2214 134 108 84 48 2080 64 2016 56 1960 287 136 116
internal_count=3121 907 771 751 730 586 144 566 540 134 406 335 140 195 166 111 71 2214 134 108 84 48 2080 64 2016 56 1960 287 136 116
is_linear=0
shrinkage=0.00429114


Tree=1112
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 1 14 2 4 4 2 3 2 123 4 43 1 12 15 1 51 1429 43 15 160 1 15 14
split_gain=496.848 82.9461 49.7273 41.0768 31.3108 28.5378 22.5662 18.579 17.0417 15.5153 13.7038 12.014 11.7669 8.4593 7.01742 5.58521 5.4916 7.01605 6.60576 6.01082 4.4992 4.29875 8.00302 6.8268 3.97834 3.93209 3.80349 3.80251 3.76932 3.74352
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088105000000000003 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.27834500000000006 0.42051500000000003 0.089885000000000007 0.30112000000000005 0.094835000000000017 0.088205000000000019 -0.013514999999999998 0.066275000000000014 0.083345000000000016 0.090165000000000009 -0.059484999999999989 0.080270000000000022 0.11144500000000002 0.083420000000000008 0.12266000000000001 -0.040439999999999997 -1.0000000180025095e-35 0.15799000000000005 0.094035000000000007 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 6 29 8 14 12 11 -7 13 21 15 -1 25 17 -14 19 -18 -16 22 -5 -23 -19 -4 -13 -11 -10 -3
right_child=1 2 9 4 -6 10 -8 -9 28 27 -12 26 16 -15 20 -17 18 24 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030920883597887155 0.0028190847773480431 0.0018789074049798714 0.0022219662258564201 0.0029868577651694463 0.001249308684377766 0.0025990380558013034 0.0018740780693766385 0.0016424900554360058 0.0036228651271821887 0.00067470208615483696 0.0016315655156846057 0.0012298844260292673 0.0028800039519496752 0.00090679185032753993 0.0026105659820556178 0.0011297187629043511 0.0028878266664791904 0.0020518285973024908 0.0020947471086953662 0.0025313466215410741 0.0018499448125808857 0.002849962458954055 0.0021747112200998678 0.002127063289023103 0.0026725227187115929 0.0015409009339059816 0.00073534592058494626 -1.5683341779666152e-05 0.0030768410390370668 0.0014231857794244371
leaf_weight=26 76 34 30 810 20 72 38 67 53 33 35 36 382 30 29 20 119 26 37 211 22 469 20 22 46 25 82 21 33 197
leaf_count=26 76 34 30 810 20 72 38 67 53 33 35 36 382 30 29 20 119 26 37 211 22 469 20 22 46 25 82 21 33 197
internal_value=0 0.00156907 0.00141459 0.0027879 0.00282928 0.00174108 0.00284323 0.00213088 0.00285976 0.00101621 0.00228258 0.00116392 0.00283753 0.001476 0.00255584 0.00170368 0.00271829 0.00281155 0.00260292 0.0026599 0.00228245 0.00291164 0.00296729 0.00281757 0.00244838 0.00191239 0.000886222 0.000406219 0.00341334 0.00149026
internal_weight=0 691 615 2430 2286 338 2266 144 2228 277 107 223 2142 105 77 75 821 454 367 330 51 1321 830 491 72 55 118 54 86 231
internal_count=3121 691 615 2430 2286 338 2266 144 2228 277 107 223 2142 105 77 75 821 454 367 330 51 1321 830 491 72 55 118 54 86 231
is_linear=0
shrinkage=0.00126831


Tree=1113
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 4 1 2 47 1 0 1 52 49 1 150 0 50 12 0 41 156 48 52 4 16 1429
split_gain=540.401 64.8808 56.0177 37.7322 35.9387 28.0353 26.8694 16.1639 15.8009 15.6723 12.8984 10.0551 9.87448 9.18011 8.07605 7.89371 7.0549 6.59153 14.0474 6.44842 5.77287 5.7124 5.64102 5.18812 6.2216 4.76791 4.05368 4.96424 5.89111 5.65987
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.13712500000000002 0.14753000000000002 0.076175000000000007 0.40945500000000007 0.077845000000000011 0.089885000000000007 0.090100000000000013 0.12656000000000003 -0.062294999999999996 0.091195000000000012 -0.56176499999999996 -0.012034999999999999 0.089770000000000016 0.076925000000000007 -0.066689999999999985 0.041865000000000006 0.086095000000000019 -0.14794999999999997 0.075585000000000013 0.078780000000000003 0.083180000000000018 0.40674500000000008 -0.39518999999999993 0.0057500000000000008 0.083810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 7 8 10 11 -4 14 22 -10 -13 26 -12 -2 -17 21 -16 -8 25 -3 24 -9 -19 27 -1 -29 -30
right_child=1 6 9 -5 -6 -7 20 23 12 -11 15 13 -14 -15 19 17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0041493206475947111 0.0022686734379117452 0.0024146538166549764 0.003266369156789648 0.0017231639731547872 0.0021154929511680762 0.0023118033910697481 0.00065228891921546785 0.0031405831353452933 0.0017922647280739807 0.0020306015588988412 0.0038041142616735369 0.0029631846079178209 0.0010333721135742434 0.0017790683458128347 0.0033304682677783551 0.0032802462754006959 0.0032046666289712034 0.0023702944252704914 0.0018160404323318636 0.0025495017240265952 0.001470266725366374 0.003645195085951475 0.0015889219217954174 0.0043978303203610651 0.0042537122203197848 0.0033338784086902459 0.0030146098374456091 0.0035714303600335598 0.0033904990915992021 0.0025359436267182738
leaf_weight=28 20 21 28 74 45 47 75 21 61 83 53 34 82 22 213 745 92 22 20 24 23 30 86 42 20 20 29 976 64 21
leaf_count=28 20 21 28 74 45 47 75 21 61 83 53 34 82 22 213 745 92 22 20 24 23 30 86 42 20 20 29 976 64 21
internal_value=0 0.00181655 0.00333451 0.00251461 0.00338001 0.00340397 0.00149516 0.00342602 0.00170362 0.00234233 0.00340314 0.00200762 0.0013571 0.002498 0.00349088 0.00326955 0.00303752 0.0032357 0.00287501 0.00325138 0.000844263 0.00316917 0.00175098 0.004045 0.00368357 0.00282914 0.00354165 0.00355569 0.00354002 0.00317937
internal_weight=0 590 2531 186 2420 2375 404 2328 306 111 2245 163 143 56 1355 890 112 837 92 237 98 72 107 83 41 42 1118 1089 1061 85
internal_count=3121 590 2531 186 2420 2375 404 2328 306 111 2245 163 143 56 1355 890 112 837 92 237 98 72 107 83 41 42 1118 1089 1061 85
is_linear=0
shrinkage=0.00142833


Tree=1114
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 2 1 2 14 1 11 1 4 13 2 50 1 3 1 40 1 12 15 13 16 160 42
split_gain=756.899 124.048 61.6862 57.8345 41.8783 32.6734 27.4855 26.3318 27.0075 25.386 19.1896 17.9228 10.8411 9.818 10.7847 12.8714 9.77371 8.14131 7.83356 7.79701 6.7563 6.74128 6.19092 5.71323 5.63717 5.57985 4.6957 4.60165 10.1497 5.22569
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.089885000000000007 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13712500000000002 0.062655000000000016 0.122715 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 -1.0000000180025095e-35 0.094835000000000017 0.041865000000000006 0.13075500000000004 -0.11171999999999999 0.086920000000000011 -0.077714999999999992 0.12408500000000001 0.090285000000000018 -0.059484999999999989 0.14871000000000004 0.013515000000000001 -0.04016999999999999 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 12 7 6 11 22 -9 17 13 21 -2 14 20 -16 23 -1 -6 -5 26 27 -3 -10 -22 -19 -8 -4 -29 -30
right_child=1 4 5 19 18 -7 10 8 16 -11 -12 -13 -14 -15 15 -17 -18 25 -20 -21 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0038090648017519834 0.0033959629153801261 0.0013694289067080101 0.0037628241752211511 0.0020107763351727231 0.00036655156618074932 0.0019963532486839504 0.0025004832263621399 0.0027383276341316248 0.001589442960576093 0.0020017668854655515 0.0024097125859203514 0.0044471755707288932 0.0024378928082441362 0.003890541296135521 0.0035210711221275327 0.0022389843908459887 0.0019898709051463081 0.0032496666908138701 0.00130071942395374 0.0010663909346205775 0.0036723646516816245 0.0035119999065510192 0.00065759901193704784 0.00093780117587811919 0.0033839191738706574 0.0023144483728387319 0.003367643581015425 0.0026499416647002261 0.0042182705404529416 0.0034131720154701841
leaf_weight=26 115 46 835 60 75 26 25 54 74 69 38 60 29 81 28 34 82 29 23 24 184 397 50 41 478 22 24 24 25 43
leaf_count=26 115 46 835 60 75 26 25 54 74 69 38 60 29 81 28 34 82 29 23 24 184 397 50 41 478 22 24 24 25 43
internal_value=0 0.00182446 0.00350126 0.00266436 0.00139413 0.00355724 0.00357507 0.00162242 0.00186099 0.0026186 0.00338339 0.00369861 0.00320302 0.00342671 0.00337811 0.00281799 0.0016205 0.00317135 0.000585795 0.00174095 0.00342695 0.00366469 0.000998684 0.00135712 0.00346409 0.00284624 0.00292521 0.00373008 0.00343285 0.00370916
internal_weight=0 673 2448 228 445 2302 2276 347 251 146 892 1384 144 854 773 62 197 77 98 84 711 1324 96 115 662 51 49 927 92 68
internal_count=3121 673 2448 228 445 2302 2276 347 251 146 892 1384 144 854 773 62 197 77 98 84 711 1324 96 115 662 51 49 927 92 68
is_linear=0
shrinkage=0.00140032


Tree=1115
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 13 12 34 43 39 49 376 3 1 13 130 133 4 147 4 2 47 1 42 1208 42 50 479 1 1 2
split_gain=8.65536 2.74527 1.6173 1.93394 1.58596 1.78114 1.5944 1.52832 1.99391 1.64939 1.52552 1.43364 1.37499 1.6715 1.21521 1.13347 1.10074 1.0811 0.954528 1.04794 0.898597 0.874952 0.852066 1.19972 1.14523 1.03799 1.63354 1.59829 3.78775 2.13758
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 -0.078139999999999973 -0.072819999999999982 0.097825000000000009 -0.028109999999999996 -0.095589999999999994 0.089130000000000015 -0.08130999999999998 0.084545000000000009 0.12178000000000001 0.14262000000000002 -0.47860499999999995 -0.077029999999999987 0.086695000000000008 0.41816000000000003 0.089365000000000014 -0.013125 0.13501500000000002 0.11596500000000001 0.10984500000000001 0.11387000000000001 0.099975000000000008 0.11720500000000002 1.0000000180025095e-35 0.083230000000000012 0.077565000000000009 0.082005000000000008 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 12 -6 8 -4 15 -11 17 16 -14 -8 -9 -2 -5 -16 20 -20 -13 25 24 -24 27 -27 29 -29 -3
right_child=4 22 3 11 6 -7 14 9 -10 10 -12 21 13 -15 18 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00019540741445229484 0.001162514360322837 0.0025379062653718507 0.0018902777897594463 0.0014017941250318571 -0.00023464422761823765 -0.0010349275596728776 6.3187946436437742e-05 0.0017725308259182934 0.00021952665369610855 -0.00046258669830674394 0.00095550925128785457 -9.836140327383795e-05 0.00045689988336311674 -0.0012093321007405366 0.0019418071219303918 0.00028746835516554355 0.00021863544805645385 0.00052358758267120051 0.0017407563636926114 0.00037708954728453181 0.00065091346954551763 0.0010021229247072399 2.7383461562749848e-05 0.0017115359623021292 0.0010286131882480242 0.0015919203930072885 0.000343700051079357 -0.00065356832624624767 0.0011476965240740243 0.001331382431709816
leaf_weight=23 46 30 35 283 26 21 25 21 24 54 21 24 28 21 24 20 53 31 38 39 25 36 29 38 106 417 22 25 336 1200
leaf_count=23 46 30 35 283 26 21 25 21 24 54 21 24 28 21 24 20 53 31 38 39 25 36 29 38 106 417 22 25 336 1200
internal_value=0 0.00124 0.000964418 0.00101301 0.000491149 0.000181817 0.000786499 0.000625639 0.00121065 0.000328091 -6.55198e-05 0.00119426 0.000354463 -0.0002572 0.000962325 0.00104811 0.000657205 0.00131509 0.00114073 0.000952236 0.00130828 0.000561929 0.00131155 0.00101078 0.000813534 0.00133718 0.00152937 0.00128415 0.00102296 0.00136081
internal_weight=0 2775 572 549 346 169 177 175 59 116 75 374 148 49 151 41 99 314 126 102 63 60 2203 173 135 2030 439 1591 361 1230
internal_count=3121 2775 572 549 346 169 177 175 59 116 75 374 148 49 151 41 99 314 126 102 63 60 2203 173 135 2030 439 1591 361 1230
is_linear=0
shrinkage=0.0044645


Tree=1116
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 14 1 2 1 1 16 13 49 0 50 52 13 0 1 49 1 1 47 2 51 0 2 14
split_gain=811.599 124.053 67.6816 64.3021 48.2201 35.8986 27.1283 24.8801 20.9415 20.6564 15.3413 12.9214 12.8527 12.7967 11.3872 10.8835 9.24681 7.79471 6.81976 6.33134 5.97022 7.01687 5.45237 5.1832 4.98905 4.89151 6.13811 4.87448 4.53545 4.18937
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 0.27287000000000006 0.062655000000000016 0.077845000000000011 0.13501500000000002 0.12958500000000003 0.089770000000000016 -0.52595999999999987 -1.0000000180025095e-35 -0.054984999999999992 -0.095504999999999993 0.041865000000000006 -0.0092699999999999987 0.049530000000000012 -0.099059999999999995 0.075045000000000014 -0.039339999999999993 0.13075500000000004 0.122715 0.08265500000000002 0.088850000000000012 0.11144500000000002 -0.019414999999999998 0.31358000000000003 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 13 11 -4 12 29 25 -7 17 -2 24 28 -3 -17 -15 27 -22 -5 -16 -13 26 -1 -14 -6 -8
right_child=1 4 8 22 16 9 10 -9 -10 -11 -12 15 20 19 23 18 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035164064513961797 0.002151475252195471 0.0013733757658904032 0.0031739147898923918 0.001770097087987514 0.00048449239304206899 0.002138500335830359 0.0020179057849320616 0.0041825613929624868 0.0018474001328500297 0.002246648358664735 0.00072848723905889886 0.0021889986187222867 0.0031407030474712438 0.0018970520047039408 0.0032671983552049794 0.0033465464712699386 0.0012039064460284922 0.0020928924853306839 0.0027462510956772408 0.0027054221027004687 0.0027412511240827628 0.0035631294322644299 0.0010405098332264813 0.0025602164666711697 0.0030238741920229181 0.0033317619852730163 0.0028538036935221818 0.0026543949382875878 -0.00019749506014975739 0.0013532703600661511
leaf_weight=933 23 79 28 60 51 21 21 70 69 48 80 25 374 31 100 220 23 37 37 34 21 101 24 21 23 416 24 38 24 65
leaf_count=933 23 79 28 60 51 21 21 70 69 48 80 25 374 31 100 220 23 37 37 34 21 101 24 21 23 416 24 38 24 65
internal_value=0 0.00168522 0.00328931 0.00246117 0.00128765 0.00333301 0.00151396 0.0034269 0.00223031 0.00306083 0.00113625 0.00339537 0.00313124 0.00186037 0.00298589 0.00315451 0.000486317 0.00160288 0.00326012 0.00231989 0.00317029 0.00342166 0.00156164 0.0031445 0.00258904 0.00344888 0.00349979 0.00309585 0.000266256 0.00151557
internal_weight=0 673 2448 228 445 2351 347 1748 97 603 166 1678 555 181 144 305 98 116 257 65 534 122 84 121 48 1373 957 412 75 86
internal_count=3121 673 2448 228 445 2351 347 1748 97 603 166 1678 555 181 144 305 98 116 257 65 534 122 84 121 48 1373 957 412 75 86
is_linear=0
shrinkage=0.00129368


Tree=1117
num_leaves=31
num_cat=0
split_feature=1 155 3 148 51 47 48 47 12 160 39 3 4 15 16 15 12 11 1452 0 130 1 4 39 14 2 2 16 1453 13
split_gain=9.51751 3.06447 2.14469 1.56025 1.77499 1.61145 1.51862 2.035 1.51143 1.48552 1.30479 1.33418 1.61336 1.96713 1.29589 2.32315 1.08718 1.41609 1.15908 1.54433 1.06981 1.04206 0.972622 1.38762 0.96132 1.42483 0.957997 0.921543 1.85828 1.75786
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 -0.10069499999999999 0.10681500000000001 0.11370000000000001 -0.081134999999999999 0.078345000000000012 0.11527000000000001 -0.076689999999999994 0.10076500000000001 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 -0.42170999999999997 -0.42198999999999992 0.11734000000000001 0.088215000000000002 0.086765000000000023 -0.078704999999999983 0.092560000000000017 0.15471500000000002 0.40473500000000007 0.087015000000000009 -0.46885499999999997 0.11474000000000002 0.12992500000000004 0.0057500000000000008 -0.044999999999999991 -0.087324999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 6 -6 -5 8 9 24 11 16 -13 -14 -11 -16 17 18 27 -20 26 -4 23 -9 -8 -26 -18 -1 -29 -30
right_child=1 -3 21 4 5 -7 7 22 -10 14 -12 12 13 -15 15 -17 20 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0013812507931101692 -0.00043142837132646375 0.0016573113545864367 0.00034975763441056653 0.0017489039298608235 0.0019792365084334547 0.00068835534334450092 0.0017420414953299298 0.0010591001014820633 0.0014171593653189455 0.00073076413864523718 0.00046405949325306492 0.0013155826355260322 0.0010377460303140104 -0.00080392030450457809 -0.0013039460315311098 0.00022043632279571964 -0.0002347945226608128 0.0025278480817581867 0.002308269003016845 0.0011064242159902057 0.0015378455732391577 -0.00065127514806816991 0.00025566293246053574 0.0023155418166610426 0.0012446550251292339 -5.5263241069554688e-05 0.0010175461329357208 -0.00012338050138676869 0.0021197187093719679 0.0011123627887689226
leaf_weight=1649 20 66 76 26 44 32 20 85 31 70 34 60 25 20 22 148 22 20 54 33 26 27 20 21 35 30 25 21 37 322
leaf_count=1649 20 66 76 26 44 32 20 85 31 70 34 60 25 20 22 148 22 20 54 33 26 27 20 21 35 30 25 21 37 322
internal_value=0 0.000755328 0.000671126 0.000770677 0.000811845 0.00143571 0.000718511 0.00066293 0.000493733 0.000405653 0.00131527 0.00132778 0.000845716 0.000219228 0.000229547 2.31633e-05 0.00135069 0.00136864 0.00135768 0.0018524 0.000825441 8.7351e-05 0.00114098 0.00130802 0.000902892 0.000644693 0.000431344 0.00133647 0.00114216 0.00121618
internal_weight=0 773 707 604 584 76 508 482 356 325 2348 2314 105 45 240 170 2209 2136 2116 87 73 103 126 106 85 65 47 2029 380 359
internal_count=3121 773 707 604 584 76 508 482 356 325 2348 2314 105 45 240 170 2209 2136 2116 87 73 103 126 106 85 65 47 2029 380 359
is_linear=0
shrinkage=0.00437696


Tree=1118
num_leaves=31
num_cat=0
split_feature=1 3 4 4 2 1 14 47 12 2 12 49 43 16 42 1 0 2 3 159 160 12 52 1 2 0 43 47 4 2
split_gain=421.458 80.2284 34.9422 28.2451 25.1115 25.0588 17.8414 13.3009 11.4599 10.7749 10.0935 9.6919 9.6101 8.57373 7.45546 7.43106 6.9911 6.65431 6.48943 6.48423 6.3904 5.81424 5.00335 4.42484 3.90068 3.80086 7.61295 3.42198 3.18589 3.12095
threshold=0.10312500000000001 -0.059315 0.27834500000000006 0.36766000000000004 0.10005000000000001 0.11690500000000002 0.062655000000000016 0.085505000000000012 -0.029094999999999999 0.13712500000000002 0.051320000000000005 -0.054984999999999992 -0.066504999999999995 -0.061854999999999993 -0.044809999999999996 0.16540500000000002 -0.10151999999999999 0.087470000000000006 0.090900000000000009 0.082585000000000006 -0.013084999999999998 0.087695000000000009 -0.091869999999999993 0.088770000000000016 0.11411 -0.060129999999999996 -0.065269999999999981 0.090280000000000013 -0.015624999999999998 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 6 19 10 15 14 -10 12 -2 17 -9 -6 29 18 -1 -14 20 -3 23 -22 -12 -4 28 -27 -13 -23 -7
right_child=1 5 24 -5 8 7 -8 13 9 -11 21 27 16 -15 -16 -17 -18 -19 -20 -21 22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016483316830266847 0.0018947019508186464 0.0025257633794502289 0.0019682393953417677 0.0013786627302650053 0.0026286937779094327 0.0011749258839783734 0.0035618234158632349 0.0012423131050227968 0.0027449620071788496 0.0019898151559231592 0.0030635246736321581 0.0029760897281756807 0.0028382060676994444 0.0021909231520492946 0.0016231359067033788 0.00015884429978773901 0.0031234787543477581 0.002654106326165878 0.0021082736659569575 0.001263027883736723 0.002280265065989366 0.0029498444583644905 0.0016175064430001022 0.0024979100042129953 0.0013808817601173886 0.0018883746667167061 0.0030627398647381132 0.0025608836625798021 0.0027692814184823752 0.00082758644476929859
leaf_weight=26 26 23 33 23 22 106 81 45 345 38 690 79 57 28 34 20 68 22 36 40 26 638 100 26 54 20 20 66 245 84
leaf_count=26 26 23 33 23 22 106 81 45 345 38 690 79 57 28 34 20 68 22 36 40 26 638 100 26 54 20 20 66 245 84
internal_value=0 0.00169459 0.00229811 0.00286301 0.00287743 0.0013647 0.00294355 0.00111126 0.00258689 0.00267004 0.00291645 0.00265141 0.00263789 0.00160616 0.00201818 0.00093922 0.00279548 0.00210931 0.00255565 0.00174419 0.00187336 0.00295197 0.00175427 0.00304299 0.00160367 0.00288136 0.00247556 0.0027871 0.00289974 0.00102137
internal_weight=0 730 258 2391 2368 472 1929 283 439 383 1848 171 209 73 56 210 161 48 93 189 149 1639 126 716 87 923 40 145 883 190
internal_count=3121 730 258 2391 2368 472 1929 283 439 383 1848 171 209 73 56 210 161 48 93 189 149 1639 126 716 87 923 40 145 883 190
is_linear=0
shrinkage=0.00134594


Tree=1119
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 4 150 2 0 47 1 12 4 47 1 131 4 157 15 0 10 160 1
split_gain=786.746 122.282 75.5356 68.7832 45.7723 35.5523 21.8874 21.5526 21.308 18.8128 18.4402 14.6874 12.6878 11.0257 10.7211 9.11016 20.83 13.8623 8.25394 8.10201 4.67817 4.66823 4.43717 4.37435 5.27563 4.35888 4.31548 3.91033 3.74803 3.58445
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.077845000000000011 0.14753000000000002 0.42051500000000003 1.0000000180025095e-35 -0.090999999999999984 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.09141500000000001 -0.52556499999999995 0.090100000000000013 0.076935000000000017 0.091440000000000007 0.0061450000000000003 -0.08107499999999998 -0.41942499999999994 -0.010949999999999998 -0.38124499999999995 -1.0000000180025095e-35 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 20 6 14 11 -6 13 -5 12 -4 21 -1 16 17 -16 19 -17 29 26 -2 24 -20 -13 -7 -27 -14 -3
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 25 28 -15 15 18 -18 -19 23 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0022577020485015 0.0033672808157624626 0.0012890990018116228 0.0012876409853631527 0.0029568217024048488 0.0028876288187267033 0.0029795870492087609 0.0040666329369852417 0.0016871949350662392 0.0014557277948518375 0.0019877460558515862 0.0015550017230630581 0.00039738278075446937 0.00086112808457507748 0.0020501520262087305 0.003164613410687737 0.0042953586449257968 0.004093937721880595 0.0020846586246994667 0.0024621753648609501 0.0033600616474359344 0.0017830012379479482 0.0032997738335649026 0.0025639689917592201 0.0027068997564179014 0.003227792892148341 0.00014665926644302055 0.00236901209434189 -0.00063350288411126551 0.00023171154503668365 0.00081088498810905258
leaf_weight=22 54 147 54 28 71 273 76 34 32 48 69 32 28 27 49 20 25 52 20 1151 32 92 20 43 426 25 27 30 71 43
leaf_count=22 54 147 54 28 71 273 76 34 32 48 69 32 28 27 49 20 25 52 20 1151 32 92 20 43 426 25 27 30 71 43
internal_value=0 0.00138332 0.00116505 0.00316192 0.00164008 0.00321153 0.00330073 0.000601599 0.00244277 0.00285168 0.00195965 0.000447806 0.00071958 0.00295065 0.00326853 0.00328098 0.00290331 0.0026086 0.00330965 0.00337604 0.00126767 0.00301268 0.00315017 0.00315067 0.00319346 -3.0142e-05 0.00292464 -0.000278884 0.000409728 0.00118087
internal_weight=0 673 599 2448 325 2351 1884 274 103 467 97 240 153 419 1808 1786 126 101 1660 1171 222 392 74 489 446 87 300 55 99 190
internal_count=3121 673 599 2448 325 2351 1884 274 103 467 97 240 153 419 1808 1786 126 101 1660 1171 222 392 74 489 446 87 300 55 99 190
is_linear=0
shrinkage=0.00145689


Tree=1120
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 49 13 1 50 1 52 1 2 1 4 0 3 16 51 4 2 1 16
split_gain=746.844 124.48 64.2792 58.3941 45.8027 35.1174 27.4369 23.4974 20.5829 20.2791 19.372 17.5741 10.1665 10.0046 7.14549 6.65035 6.28979 6.22744 8.16056 10.3626 6.21874 5.36105 5.56328 5.26139 4.96507 4.91663 4.81552 5.57805 4.70082 4.55917
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10855000000000002 0.27834500000000006 0.077845000000000011 0.089885000000000007 -0.054984999999999992 -1.0000000180025095e-35 0.090540000000000023 0.041865000000000006 0.13075500000000004 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.12000500000000001 0.038415000000000012 0.18019500000000002 0.12745000000000004 -0.12029499999999999 0.11144500000000002 -0.0073899999999999999 1.0000000180025095e-35 0.12811000000000003 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 20 9 26 11 -4 14 -2 28 25 -6 -5 -13 21 -20 -3 22 -19 29 -23 -1 -8 -28 -10 -15
right_child=1 4 10 16 15 -7 8 -9 13 -11 -12 17 -14 23 -16 -17 -18 18 19 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0097229212763694974 0.0083911903668600751 0.0075818663227040584 0.0093587089973711617 0.0080223286584048224 0.0064401463290771847 0.0083896115187014324 0.0091180894542123945 0.010288780060980066 0.0076059916030886913 0.0082374904222290574 0.0079989587122880068 0.0099167202495500824 0.0093654920157005116 0.0081471972793863232 0.0094465271598018034 0.0072840003461326266 0.0071927002682287463 0.0095172016157184791 0.0081451845402883815 0.0093182314952081277 0.0068364291530779954 0.0094486197648845152 0.008779525868587457 0.0085377176340689087 0.0090115185283141906 0.0091499850445394305 0.0087546837507714997 0.0078716056038007527 0.0069842099715536838 0.0073072620855551967
leaf_weight=1063 24 31 28 61 75 48 20 84 75 22 67 43 127 29 241 23 24 527 22 40 66 96 20 28 100 29 28 26 33 21
leaf_count=1063 24 31 28 61 75 48 20 84 75 22 67 43 127 29 241 23 24 527 22 40 66 96 20 28 100 29 28 26 33 21
internal_value=0 0.0078892 0.00950671 0.00869828 0.00746955 0.00955175 0.00769777 0.00957614 0.00793023 0.00954897 0.00839973 0.00956219 0.00921064 0.00768659 0.00966049 0.00663819 0.00778808 0.00940769 0.00938049 0.00890199 0.00707466 0.00942042 0.00949023 0.00806125 0.00922561 0.00970771 0.00854263 0.0083295 0.007416 0.00779442
internal_weight=0 691 2430 236 455 2335 357 2287 260 2203 95 2181 151 186 1333 98 85 848 805 62 97 743 547 78 196 1092 74 54 108 50
internal_count=3121 691 2430 236 455 2335 357 2287 260 2203 95 2181 151 186 1333 98 85 848 805 62 97 743 547 78 196 1092 74 54 108 50
is_linear=0
shrinkage=0.00137286


Tree=1121
num_leaves=31
num_cat=0
split_feature=1 3 0 4 4 124 4 2 14 16 15 2 15 15 2 16 2 16 16 4 130 403 42 43 3 16 16 3 151 1
split_gain=15.4018 3.89625 2.45279 1.95412 1.44104 1.42455 1.38164 1.36288 1.26431 2.73192 2.2078 1.727 1.92101 1.65513 2.35811 1.44108 1.32506 1.34292 1.17376 1.62479 1.17484 1.43125 1.22804 1.14411 1.05712 1.06632 1.04599 1.03259 2.07638 0.961572
threshold=0.10312500000000001 -0.063814999999999997 0.089620000000000019 0.40124500000000002 -0.37944499999999992 -0.072314999999999977 0.41257000000000005 0.13404500000000005 -0.23083499999999998 -0.046599999999999996 -0.46471999999999997 0.14753000000000002 -0.081924999999999984 -0.24436499999999997 -0.0050599999999999994 -0.43320999999999993 0.10613000000000002 -0.008904999999999998 -0.44310499999999992 0.053925000000000008 0.09721500000000001 -1.0000000180025095e-35 0.084835000000000008 -0.08756499999999999 0.10299500000000002 0.27776000000000006 0.13751500000000003 0.13524500000000003 -0.030624999999999996 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 5 -3 23 -2 18 9 -6 -11 13 -13 15 -15 -10 -16 27 -7 24 21 -21 -23 -1 -20 -26 -9 28 -18 -19
right_child=1 2 -4 -5 8 7 -8 26 11 10 -12 12 -14 14 16 -17 17 29 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023649325899878417 0.0018841140116467095 0.002231953332832081 -0.0004131084655732189 0.00067126568470462697 0.0025441425244572902 0.0025113413193004019 0.0011369728238940569 0.00067904523227690862 0.00087396647376355953 0.0018919778117896637 -5.1337364344610668e-05 0.00076678128659925986 -0.00084293472475279374 0.00015889709701879344 0.0019747870426328898 -0.00050140745795261403 0.0011502862840516697 -8.2315776827927126e-05 0.0020462060670270515 0.00073737320349654106 0.0006457060856019484 0.0026246923897428488 0.0016033695151328907 0.0011778944103884295 0.00073814868171066968 0.002106576853447274 0.0019758047301528391 0.00098528652649761215 0.0030109935717544467 0.0012437408154640042
leaf_weight=20 183 20 22 22 31 89 64 26 54 21 24 49 20 32 61 20 27 22 1951 23 23 34 67 70 24 20 22 40 20 20
leaf_count=20 183 20 22 22 31 89 64 26 54 21 24 49 20 32 61 20 27 22 1951 23 23 34 67 70 24 20 22 40 20 20
internal_value=0 0.00124337 0.0010147 0.00196973 0.00108283 0.00198179 0.00169052 0.00200312 0.00103072 0.00154431 0.000855543 0.000923779 0.000300197 0.00106914 0.00125811 0.000502244 0.00144324 0.00119188 0.00201882 0.00199835 0.00155426 0.00172278 0.00194718 0.00144168 0.00203108 0.00136016 0.00127339 0.00150217 0.00194208 0.00054914
internal_weight=0 730 483 2391 461 2369 247 2279 441 76 45 365 69 296 222 74 190 129 2231 2142 147 124 101 90 1995 44 48 87 47 42
internal_count=3121 730 483 2391 461 2369 247 2279 441 76 45 365 69 296 222 74 190 129 2231 2142 147 124 101 90 1995 44 48 87 47 42
is_linear=0
shrinkage=0.00437696


Tree=1122
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 1 0 12 14 49 0 2 4 15 2 0 13 50 1 0 1 1 1 3
split_gain=702.171 84.0002 79.3016 48.0465 43.0808 30.2119 27.8144 20.5846 18.6618 17.1436 16.1079 11.8952 10.4426 10.4196 9.66181 8.23245 8.10051 8.05799 7.76451 12.2344 8.49749 7.71843 7.44863 6.3159 6.09258 5.06141 5.03257 4.48847 4.39774 3.89654
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.10124500000000002 -0.23194499999999998 0.13597000000000004 0.076175000000000007 -0.012034999999999999 -0.071339999999999987 0.092235000000000025 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.13027499999999997 -1.0000000180025095e-35 0.041865000000000006 0.12958500000000003 -0.092404999999999973 0.13075500000000004 0.12000500000000001 0.12456000000000002 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 12 8 14 -6 27 24 13 16 -1 25 21 -2 17 29 20 -20 -14 -4 28 -7 -10 -8 -5 -3 -11 -9
right_child=1 5 6 26 7 23 10 11 9 22 -12 -13 18 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037748750277259596 0.0018652696439997566 0.0011906155273318185 0.0024867553197677004 0.0014934672962014391 0.0030573219710862006 0.00015919466472938276 0.0034203004281376974 0.0031485916614965863 0.0026822137262209633 0.001225697664133161 0.0025378246354422766 0.0014987537287761018 0.0034082285181207474 0.0022011184901164957 0.0038271270356675822 0.0028180465231726071 0.0013964628786997421 0.0018961713816733115 0.0028238195699281038 0.0017542109525242953 0.0023786006365174202 0.0032154248756946363 0.0015747914923551194 0.00096543150828626626 0.0016557924505559663 0.0029929373379583581 0.00074366486370523862 0.0005109122419381095 0.00065679505230866256 0.0023816270090455181
leaf_weight=22 20 24 27 50 31 75 54 21 22 64 171 85 53 29 46 92 20 40 76 26 20 1068 70 23 20 714 24 66 40 28
leaf_count=22 20 24 27 50 31 75 54 21 22 64 171 85 53 29 46 92 20 40 76 26 20 1068 70 23 20 714 24 66 40 28
internal_value=0 0.00134339 0.0029739 0.00209187 0.0024413 0.000998802 0.00308047 0.0020389 0.0012071 0.00142165 0.00291266 0.00187617 0.00290089 0.00299308 0.00322284 0.00264791 0.00217048 0.00234441 0.00279102 0.00255117 0.00312614 0.00319746 0.00123536 0.000348414 0.00219344 0.00302299 0.00125029 0.000692166 0.00100689 0.00271033
internal_weight=0 590 2531 186 422 404 2109 225 306 216 968 194 197 797 1141 112 109 89 175 102 73 1095 174 98 42 768 74 90 104 49
internal_count=3121 590 2531 186 422 404 2109 225 306 216 968 194 197 797 1141 112 109 89 175 102 73 1095 174 98 42 768 74 90 104 49
is_linear=0
shrinkage=0.00134594


Tree=1123
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 1 4 2 3 52 40 1 2 12 51 52 0 4 12 4 16 42 0 4 131
split_gain=611.48 106.022 67.4225 49.9359 34.8383 28.6729 23.2692 18.9142 18.6952 16.3248 15.9035 15.4273 15.1223 12.3578 7.22929 6.17663 5.99778 11.6806 5.78784 8.59034 8.41544 5.3401 6.0701 5.00369 4.81579 4.7511 6.44094 7.88486 4.61658 4.60048
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.17025000000000004 0.40945500000000007 0.077845000000000011 0.40473500000000007 0.089885000000000007 0.30112000000000005 -0.56176499999999996 -1.0000000180025095e-35 0.088975000000000012 0.097845000000000015 0.051320000000000005 -0.10056999999999998 -0.066844999999999988 0.062580000000000011 0.038415000000000012 0.090285000000000018 -0.46376499999999993 0.0057500000000000008 0.084050000000000014 -0.076234999999999983 0.04735000000000001 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 -3 6 7 12 9 13 -5 -6 18 15 -14 -4 21 -18 19 -1 -21 22 23 -16 -23 -20 -27 -28 -17 -2
right_child=1 2 8 10 11 -7 -8 -9 -10 -11 -12 -13 14 -15 16 28 17 -19 25 20 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0044925871843080117 0.0042974045577638285 0.002145395069626218 0.0018719987622183524 0.003825930638333756 0.0036635066951450864 0.002767200664731947 0.0048542960706797044 0.0025077142231149357 0.00057720453966435584 0.0012706842800861819 0.0023824217506992814 0.0023410166879459576 0.0044813458714739653 0.001106439550700747 0.0042520357706416888 0.0034303330866116547 0.0024144963518769381 0.0038466682495887192 0.0041787329781724 0.0027830752039861074 0.0038894930592552994 0.0037460288362438756 0.0036437444125037863 0.003882292537897162 0.0027547061465465739 0.0044004625275202653 0.003886512743204533 0.0027806279357040012 0.002373652674444328 0.0034460133768059488
leaf_weight=29 52 231 26 28 74 48 84 22 54 132 67 33 43 22 128 20 23 41 1099 29 46 32 196 364 21 39 69 22 23 24
leaf_count=29 52 231 26 28 74 48 84 22 54 132 67 33 43 22 128 20 23 41 1099 29 46 32 196 364 21 39 69 22 23 24
internal_value=0 0.00223621 0.00201472 0.00395105 0.00249686 0.00399756 0.00402339 0.0039917 0.0014264 0.00163204 0.00280788 0.00325564 0.00400667 0.0021562 0.00383874 0.00249091 0.00380442 0.00333198 0.0041135 0.00374914 0.00346168 0.00384522 0.00388312 0.00397849 0.00335324 0.00414434 0.00385355 0.00361916 0.00286513 0.00402854
internal_weight=0 691 615 2430 338 2335 2287 2203 277 223 95 107 2181 91 848 69 805 64 1333 104 75 741 688 492 53 1229 130 91 43 76
internal_count=3121 691 615 2430 338 2335 2287 2203 277 223 95 107 2181 91 848 69 805 64 1333 104 75 741 688 492 53 1229 130 91 43 76
is_linear=0
shrinkage=0.00160853


Tree=1124
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 47 4 14 2 47 15 1 13 0 50 51 1 3 16 49 3 3 40 3 1
split_gain=774.025 96.3712 85.5361 46.4577 46.4292 36.1867 29.9056 25.7985 23.2352 24.2623 14.6827 14.2625 13.9692 12.0689 11.4892 11.1027 9.18302 8.30898 7.47889 7.32745 6.93151 6.51518 5.68407 5.54688 5.44003 7.5458 5.40222 5.38078 5.36836 5.36062
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.077555000000000013 0.033845000000000007 0.076175000000000007 0.11389000000000002 0.091680000000000011 0.13592500000000005 0.122715 -1.0000000180025095e-35 -0.13027499999999997 0.041865000000000006 -0.10056999999999998 0.12000500000000001 0.092670000000000016 -0.073849999999999985 -0.066019999999999981 -0.013929999999999998 -0.14186499999999996 -0.063404999999999989 -0.13309499999999996 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 16 8 12 -5 21 29 13 15 18 20 24 23 -2 27 -4 -7 -1 -3 -22 -8 25 -9 -25 -11 -13 -10
right_child=1 5 6 7 -6 19 11 14 9 17 -12 28 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0043353787237202001 0.0037937034695289759 0.0020685952817313452 0.0034509733279331311 0.0040755161259668111 0.0021599647650075611 0.00087567515018079154 0.0041220602679158643 0.002203179215432712 0.0036904699227549077 0.0022721710264215272 0.0045963016018340675 0.0028577492430472621 0.0049368220320286042 0.002620627682367393 0.0033975248280143405 0.0030048323676087783 0.0028962943455549312 0.0024259294409753143 0.0041825921924846451 0.0017614467582198268 0.0037514102325976713 0.0012333126054612624 0.0030644722493061655 0.0042409039877672385 0.002227506170375431 0.0032410217911849194 0.0038233798660992687 0.0016012368891431073 0.0035988721833562589 0.0027084227318985399
leaf_weight=31 83 24 27 28 74 75 292 23 22 33 35 21 46 20 31 23 29 70 1068 23 120 66 28 68 75 31 414 71 150 20
leaf_count=31 83 24 27 28 74 75 292 23 22 33 35 21 46 20 31 23 29 70 1068 23 120 66 28 68 75 31 414 71 150 20
internal_value=0 0.00218608 0.00393221 0.00336801 0.0030038 0.0018096 0.00404511 0.00285982 0.00204212 0.00228631 0.0037763 0.00386762 0.00419569 0.00363208 0.00264707 0.00394481 0.00356134 0.00206026 0.00416455 0.00108356 0.00374509 0.00145605 0.00362145 0.00397274 0.00246673 0.00279898 0.00388228 0.00181413 0.00350786 0.00322283
internal_weight=0 590 2531 422 186 404 2109 188 306 216 234 968 1141 199 160 797 112 174 1095 98 179 90 148 774 129 54 482 104 171 42
internal_count=3121 590 2531 422 186 404 2109 188 306 216 234 968 1141 199 160 797 112 174 1095 98 179 90 148 774 129 54 482 104 171 42
is_linear=0
shrinkage=0.00137286


Tree=1125
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 14 47 4 2 2 4 47 15 14 16 0 3 49 3 0 151 16 13 16 0
split_gain=730.167 87.4569 73.8546 57.5059 39.9184 28.5202 27.2587 25.1372 23.1772 15.835 15.5426 15.2885 14.8397 12.8939 12.7843 10.4234 10.2589 10.061 8.33143 9.12319 6.91617 6.53563 6.48713 7.91187 6.15794 5.57403 5.68814 5.46989 5.38547 4.99317
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.090285000000000018 0.40124500000000002 -0.17966999999999997 -0.061854999999999993 0.076175000000000007 0.077555000000000013 0.033845000000000007 0.13754500000000003 0.11389000000000002 0.49041500000000005 0.091680000000000011 0.13592500000000005 0.062655000000000016 0.10994000000000002 -0.13027499999999997 0.090900000000000009 -0.066019999999999981 -0.013929999999999998 -0.092404999999999973 -0.082829999999999973 -0.088909999999999989 -1.0000000180025095e-35 -0.066924999999999985 -0.079829999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 11 13 10 -5 -6 -7 20 14 17 15 18 -3 22 24 19 21 -4 29 23 -10 -8 -24 -27 -2 -26 -1
right_child=1 5 6 7 8 9 12 -9 16 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 28 26 -28 -29 -30 -31
leaf_value=0.0031962767599604874 0.0014963242319798176 0.0018674545175313003 0.0028570841669072204 0.0032335914851486201 0.0034721184077297811 0.0012361393620672397 0.0037881003835086714 0.0017946087170421197 0.0017352508490090014 0.0024653023721365646 0.0043284664612388783 0.0039956485214919929 0.0028951887586955703 0.0005254213695405301 0.0020104423541944414 0.00094025618959672915 0.0028399676643899078 0.0024549036469510396 0.0039637947164023243 0.0036173843115172078 0.0035468457933293565 0.0022913121944340463 0.0022107896287896682 0.0027771323677597769 0.0034532418246729637 0.0019945774016742225 0.0010547708532105888 0.0019755384735391022 0.0032189916185394289 0.0024372105305560049
leaf_weight=73 110 30 27 91 28 39 56 29 23 37 46 35 171 101 20 82 31 23 20 38 1068 28 27 31 324 20 28 71 394 20
leaf_count=73 110 30 27 91 28 39 56 29 23 37 46 35 171 101 20 82 31 23 20 38 1068 28 27 31 324 20 28 71 394 20
internal_value=0 0.00165555 0.00331825 0.00216332 0.00280426 0.00112671 0.00342109 0.00288584 0.00234243 0.00183455 0.00356204 0.00317531 0.00325497 0.000874142 0.00303103 0.00118861 0.00214473 0.00333216 0.00314506 0.00304207 0.00352984 0.0028614 0.00197766 0.00233337 0.00335823 0.00172155 0.00144636 0.0016843 0.0033247 0.00303304
internal_weight=0 590 2531 301 422 289 2109 120 188 76 1141 234 968 213 199 112 160 797 179 159 1095 121 129 54 774 75 48 181 718 93
internal_count=3121 590 2531 301 422 289 2109 120 188 76 1141 234 968 213 199 112 160 797 179 159 1095 121 129 54 774 75 48 181 718 93
is_linear=0
shrinkage=0.00134594


Tree=1126
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 47 1 2 16 1 49 159 457 1 1429 51 4 1 16 2 43 13 15 43 15 51 50
split_gain=679.397 113.744 59.7273 54.6147 36.1244 33.808 25.1952 20.3769 19.3756 18.5928 17.4105 12.3147 12.1763 10.4385 8.48735 8.00156 7.09515 12.3252 7.63987 6.22983 9.6603 6.14723 5.11662 4.43768 4.33854 4.47626 4.21851 4.15142 4.01779 8.93175
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.085505000000000012 0.077845000000000011 0.091265000000000013 -0.061854999999999993 0.16540500000000002 -0.054984999999999992 0.082585000000000006 0.083995000000000014 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.013125 0.089770000000000016 0.0039400000000000008 0.25063000000000007 -0.080324999999999994 -0.078704999999999983 -0.12255999999999999 0.066275000000000014 0.090455000000000021 0.0038750000000000004 0.081075000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 6 7 10 12 -4 16 -10 22 -2 15 21 18 28 -1 26 24 -3 -6 -11 -21 -26 -12 -9 -18 -30
right_child=1 4 9 -5 8 -7 -8 27 11 23 19 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0038255777142066371 0.0024834698069676467 0.0023277759743305032 0.0034600775711194896 0.001938054090068016 0.0013191725412550921 0.002490797405908299 0.0021928987214659551 0.0046035006229765583 0.0015066702226078663 0.0023584348570943317 0.0036494811872323182 0.0026662863610728647 0.00011148259240152971 0.0034707180693436266 0.0015672752240472091 0.0017270153378641086 0.0036930405383711591 0.0025970932264645871 0.0030973530917107446 0.0036312029721236989 0.0024937231023043046 0.0031787306629341783 0.00061508090328140166 0.0015863265663296384 0.0038411379210464497 0.003210359483433658 0.0032814628794155202 0.0039887273874440387 0.0027860291135464246 0.0038544966808709909
leaf_weight=897 24 80 28 85 168 48 22 47 45 47 339 28 20 127 38 34 434 22 28 101 24 20 22 20 24 182 71 37 30 29
leaf_count=897 24 80 28 85 168 48 22 47 45 47 339 28 20 127 38 34 434 22 28 101 24 20 22 20 24 182 71 37 30 29
internal_value=0 0.0020449 0.00358765 0.0028183 0.00164376 0.00363106 0.00365499 0.00366919 0.00134219 0.00252058 0.00364364 0.00195145 0.00113039 0.0033138 0.00213995 0.00230235 0.00373163 0.00360248 0.00380353 0.00347265 0.00333255 0.00249797 0.00123765 0.00212795 0.00339812 0.00328385 0.00358575 0.00433271 0.00364734 0.00331121
internal_weight=0 691 2430 236 455 2335 2287 2265 283 95 2181 73 210 151 172 134 1440 515 925 741 331 100 190 67 307 206 410 84 493 59
internal_count=3121 691 2430 236 455 2335 2287 2265 283 95 2181 73 210 151 172 134 1440 515 925 741 331 100 190 67 307 206 410 84 493 59
is_linear=0
shrinkage=0.00137286


Tree=1127
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 3 3 2 14 49 15 159 457 52 16 11 3 43 4 1 47 1 1 0 51 12 13
split_gain=729.736 118.877 62.7202 53.1611 41.8976 32.4276 27.7159 24.6072 19.8018 20.8109 17.2241 17.1308 11.0311 9.10487 8.35139 9.39139 7.13524 6.96437 6.79577 7.97604 8.02975 6.61946 7.52925 6.58614 6.39862 5.88139 6.27159 5.91176 5.84127 5.64105
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.31370500000000007 0.076840000000000006 0.13712500000000002 0.062655000000000016 -0.054984999999999992 -0.087679999999999994 0.082585000000000006 0.083995000000000014 0.048770000000000008 0.0039400000000000008 1.0000000180025095e-35 -0.11171999999999999 -0.016814999999999997 -0.0073899999999999999 0.086455000000000018 0.10019500000000002 0.13075500000000004 0.085345000000000018 -0.098289999999999975 0.11144500000000002 0.090285000000000018 -0.091904999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 14 6 11 13 9 24 18 25 -2 -1 15 17 -10 -3 19 20 -8 29 28 -11 -6 27 -27 -4 -23 -21
right_child=1 4 5 -5 8 -7 10 -9 16 23 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.003268138642131518 0.0020047947208196456 0.0019013349143833496 0.0033404053145097805 0.001530110844370934 0.0012017175065731809 0.0015221812174890412 0.0030574279426053169 0.0017086755562647409 0.00013925063319673736 0.0013195496865808865 0.0021459287533280142 0.0039673261030392839 0.0029611453902005764 0.0023747308339856915 0.0011852271798839114 0.0012849830485667949 0.00090021254181687973 0.0027548421781675883 0.0034026618656703357 0.0024893992801309473 0.0020569553930214822 0.0032023123753173403 0.0022107894458043452 0.0021499620915877769 0.00061242356612434463 0.0026812512615341454 0.0031907805551595965 0.0027141875752396722 0.0028119613742144819 0.0031776661990320278
leaf_weight=35 24 80 852 85 51 20 25 67 58 31 38 60 127 42 38 34 32 20 77 21 29 100 25 33 78 45 398 26 179 391
leaf_count=35 24 80 852 85 51 20 25 67 58 31 38 60 127 42 38 34 32 20 77 21 29 100 25 33 78 45 398 26 179 391
internal_value=0 0.00160342 0.00311008 0.00234847 0.00121698 0.00316224 0.00317672 0.00228198 0.000910936 0.00114462 0.00299799 0.00329125 0.00280914 0.00278083 0.00172053 0.00187234 0.000409815 0.00207204 0.00303622 0.00299958 0.00252014 0.00303574 0.00289093 0.00174773 0.0008454 0.00326055 0.00313902 0.00332186 0.00295187 0.00314258
internal_weight=0 691 2430 236 455 2286 2266 144 283 193 885 1381 151 77 172 134 90 100 847 770 54 716 304 64 129 1321 443 878 279 412
internal_count=3121 691 2430 236 455 2286 2266 144 283 193 885 1381 151 77 172 134 90 100 847 770 54 716 304 64 129 1321 443 878 279 412
is_linear=0
shrinkage=0.00129368


Tree=1128
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 1 2 2 457 2 13 0 47 1 12 1 9 1 1 4 1 475 1 40 4 50 3
split_gain=708.81 88.3067 78.3267 45.1862 41.0164 35.2604 25.5796 22.0306 21.916 19.2264 19.1395 20.1092 15.1882 10.3983 9.15325 15.5324 13.9584 10.3045 8.36703 8.08475 7.95023 7.18744 7.12218 7.07801 6.79142 5.41584 5.05073 4.77444 4.73634 4.72346
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076975000000000002 -1.0000000180025095e-35 0.077845000000000011 0.10803500000000001 0.14960000000000004 0.080930000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.088245000000000004 0.122715 0.085555000000000006 0.12958500000000003 0.12000500000000001 -0.52556499999999995 0.16175000000000003 -0.066784999999999983 0.10538500000000002 -0.063404999999999989 -0.03898999999999999 0.041865000000000006 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 18 7 12 21 -4 20 11 24 19 26 15 16 -14 22 27 -1 -9 -3 -16 28 -5 -26 -11 -2 -7 -15
right_child=1 5 8 10 -6 23 -8 9 -10 13 -12 -13 14 29 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021848413270700402 0.0037125206975595409 0.0017824251925489384 0.0033388902043176259 0.0036237036773843147 0.001827466383010303 0.00080092831042127908 0.0042899956187319186 0.0032602349224479118 0.0020153095489166659 0.0019070767745075266 0.0020284481044785035 0.0022117536808626895 0.0034536405877191316 0.0018594517792222584 0.0044305354901505245 0.0040730196335076714 0.0025190935311190971 0.0034647271733887863 0.0024704563967080724 0.0032333481667804649 0.0021332594966707056 0.00095570808303578646 0.0036490389073847735 0.00015654683945638524 0.0032136162984062076 0.0025208990716325225 0.0012945378084324788 0.0030562753832138363 0.001511160505054947 0.0025454167391699583
leaf_weight=20 28 24 28 67 74 55 75 22 83 33 26 34 54 42 20 28 53 843 29 32 20 66 808 21 340 20 71 55 22 28
leaf_count=20 28 24 28 67 74 55 75 22 83 33 26 34 54 42 20 28 53 843 29 32 20 66 808 21 340 20 71 55 22 28
internal_value=0 0.00183723 0.00341181 0.00346055 0.00257485 0.00149763 0.00354928 0.00171392 0.00234919 0.00193798 0.00310837 0.00316927 0.00351938 0.00174836 0.00353923 0.00321521 0.00299073 0.00356541 0.00306865 0.00283008 0.00272358 0.00117617 0.00366792 0.000822286 0.00324552 0.00317513 0.0014889 0.00327766 0.00100385 0.00213384
internal_weight=0 590 2531 2420 186 404 1933 306 111 216 487 461 1858 174 1806 135 107 1671 112 52 42 90 828 98 427 360 104 83 77 70
internal_count=3121 590 2531 2420 186 404 1933 306 111 216 487 461 1858 174 1806 135 107 1671 112 52 42 90 828 98 427 360 104 83 77 70
is_linear=0
shrinkage=0.00129368


Tree=1129
num_leaves=31
num_cat=0
split_feature=1 3 1 10 46 4 4 2 14 123 13 4 2 133 401 11 0 47 4 49 13 0 160 2 475 3 132 48 15 0
split_gain=37.9091 8.28639 3.52943 3.54796 3.3337 3.31824 3.00436 2.85221 2.59457 2.22689 1.87406 2.29301 1.86885 2.19529 1.8244 2.16847 1.69196 3.40448 2.29353 1.8244 1.67064 1.52905 2.74891 2.25714 1.54925 1.50808 1.46117 1.3863 1.30927 1.22659
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 -0.062879999999999978 0.081930000000000017 0.40124500000000002 0.41257000000000005 0.095545000000000005 0.076975000000000002 0.084025000000000016 0.10591500000000001 -0.012509999999999999 0.13712500000000002 0.089200000000000015 0.080710000000000018 1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.0033150000000000007 -0.006494999999999999 -0.081029999999999977 -0.076579999999999995 -0.081399999999999986 -0.0050599999999999994 -0.080559999999999979 -0.096099999999999977 0.078465000000000021 0.10184000000000001 -0.43375999999999998 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 12 7 26 8 16 10 14 -12 13 20 15 25 17 18 19 -1 -3 -18 -23 -24 -25 -9 -2 -27 -8 -22
right_child=1 2 3 -5 -6 -7 28 9 -10 -11 11 -13 -14 -15 -16 -17 21 -19 -20 -21 29 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0020448855269406892 0.0027403433079038393 0.0012309353895143429 -0.00094882899218010129 0.0010410206328025837 0.0032325862499218523 0.0011269924928531295 0.0020319726992831721 0.001527487193112262 0.0036917294026848984 0.0014258129731555217 0.0025256858956859383 0.00087001877271548271 0.0008084566634192317 0.00071192948595449575 0.0017515750823874083 0.0037227359898076343 0.0029487051137328359 0.003925297227971674 0.0027144205296983385 0.00038253605812963581 0.0013674612604081808 0.0013630586421162049 0.0013767875707866464 0.0039914673648416398 0.0027576074823125523 0.0028085636840857824 0.0016238657648995829 0.001891161987753688 0.00078919196554475468 0.0022005361869912219
leaf_weight=31 158 80 21 77 20 22 37 20 71 31 43 24 71 45 35 40 1334 21 46 20 44 30 20 21 174 375 25 33 27 125
leaf_count=31 158 80 21 77 20 22 37 20 71 31 43 24 71 45 35 40 1334 21 46 20 44 30 20 21 174 375 25 33 27 125
internal_value=0 0.00166862 0.00134168 0.000614624 0.00152675 0.00278585 0.00230794 0.00280125 0.00288806 0.00254587 0.00260679 0.00193261 0.00143328 0.00158417 0.00269659 0.00276726 0.00285444 0.00235879 0.00201964 0.00139298 0.00174181 0.00289148 0.00257989 0.00274968 0.00289048 0.00267797 0.00258782 0.00273436 0.00150767 0.00198364
internal_weight=0 730 483 98 385 2391 247 2369 1768 601 570 67 365 294 503 468 1697 118 97 51 249 1579 245 215 195 428 183 408 64 169
internal_count=3121 730 483 98 385 2391 247 2369 1768 601 570 67 365 294 503 468 1697 118 97 51 249 1579 245 215 195 428 183 408 64 169
is_linear=0
shrinkage=0.00429114


Tree=1130
num_leaves=31
num_cat=0
split_feature=1 52 3 124 52 51 2 42 14 43 4 3 52 1 2 16 43 43 3 156 15 131 1 151 1 3 133 160 43 1212
split_gain=30.7064 6.79907 4.16506 2.76397 2.56317 2.4479 2.3772 2.02734 1.76951 2.27659 2.33208 1.73683 2.47403 4.19505 2.14276 1.84166 1.7268 2.12448 1.58074 1.74494 1.55762 1.35618 1.33996 1.33977 1.32876 1.29086 1.28135 1.53485 1.39714 2.44408
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 0.19022000000000003 -0.41904999999999998 0.13404500000000005 -0.0060199999999999993 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.11171999999999999 -0.14488499999999996 0.080270000000000022 0.091895000000000018 -0.076354999999999992 -0.035139999999999991 -0.24021999999999996 0.090900000000000009 0.091335000000000013 0.094035000000000007 0.09031500000000002 0.15471500000000002 0.077805000000000013 0.07863500000000001 -0.10023499999999998 0.089595000000000022 0.10493500000000001 0.0068900000000000012 0.058525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 7 5 -3 8 -1 9 -5 25 12 -12 14 -14 -15 17 -7 26 -20 24 -2 -4 -18 -10 -11 28 -28 -13 -30
right_child=1 2 22 6 -6 16 -8 -9 20 10 11 18 13 15 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0022829096743152235 0.0026563153323997894 0.0025571357632786854 0.00076784262122742207 0.00098896306544764149 0.0021000798154352678 0.002045851170491724 0.001450445549091055 0.0011154046257377021 0.0025873587504952954 0.003924511090405927 0.0028388301417072112 0.002463462179198185 0.0027000234980312354 0.0015437193906728214 0.0013041086207613648 -5.3197925239883284e-05 0.0013522320047369633 0.00084879416492082867 0.0015279195370450677 0.0027197420617862734 0.00220541674647236 0.0015911283076196759 -0.00024012594527595641 0.002385957035117937 0.0038382890537589946 0.002574406967344036 0.002227557954151302 0.0012906510036994703 0.0019052823298824173 0.0027902264755775967
leaf_weight=39 65 21 76 20 62 25 49 53 23 20 32 1120 46 20 26 24 193 215 72 25 33 25 27 21 29 23 466 28 179 64
leaf_count=39 65 21 76 20 62 25 49 53 23 20 32 1120 46 20 26 24 193 215 72 25 33 25 27 21 29 23 466 28 179 64
internal_value=0 0.00136019 0.00121953 0.0022709 0.00135685 0.00125984 0.00229734 0.00161033 0.00231578 0.00229419 0.00230635 0.00228803 0.00188208 0.00161815 0.00219594 0.000672674 0.00119983 0.000973488 0.00231877 0.00183509 0.00286586 0.00236043 0.000503618 0.00145367 0.00328499 0.00320236 0.00234404 0.00217445 0.0024055 0.00213835
internal_weight=0 730 640 2391 537 475 2299 92 2250 2165 2145 2102 148 116 72 44 454 240 1954 97 85 90 103 214 52 43 1857 494 1363 243
internal_count=3121 730 640 2391 537 475 2299 92 2250 2165 2145 2102 148 116 72 44 454 240 1954 97 85 90 103 214 52 43 1857 494 1363 243
is_linear=0
shrinkage=0.00388662


Tree=1131
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 47 4 2 49 2 16 1 159 457 52 1 2 15 52 1 3 12 0 1 0 4 16
split_gain=855.332 139.541 68.9661 67.0811 52.3962 42.6821 27.2866 23.2627 22.5427 20.5855 18.3455 13.2695 13.1372 11.9639 9.17575 8.51167 9.01908 8.16494 10.0048 11.816 7.17627 7.13634 6.73827 6.22707 15.4414 5.94754 5.17758 5.08457 5.29846 6.21649
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.077845000000000011 0.085505000000000012 0.27834500000000006 0.089885000000000007 -0.054984999999999992 0.14960000000000004 -0.061854999999999993 0.091195000000000012 0.082585000000000006 0.083995000000000014 -0.56176499999999996 0.088975000000000012 0.097845000000000015 1.0000000180025095e-35 0.12418000000000001 0.13075500000000004 0.11924500000000002 -1.0000000180025095e-35 -0.14454499999999995 0.122715 0.18019500000000002 0.038415000000000012 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 15 6 9 -4 12 10 14 -2 20 -10 -1 16 23 -12 27 -20 21 -6 -5 24 25 -3 -13 28 -19 -30
right_child=1 4 7 22 8 -7 -8 -9 13 -11 17 26 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.01023862820462019 0.0087097379387769853 0.0078967398639651579 0.0099225033137317793 0.0083496958599981724 0.0070730018796180153 0.0087376893292070833 0.010897612295632917 0.0083722492972075693 0.0076086626849000772 0.0086934374937023672 0.01052420690470229 0.009996172948281189 0.006621454774031141 0.0087978200811667379 0.0099170330385682272 0.0077839795543784077 0.0079143471657528199 0.010026716559107319 0.0085241742795426033 0.0098032520462842509 0.0081003885321651956 0.0079588084457836231 0.0074563077973678052 0.008148571408624735 0.0097879448853308605 0.0089278265769822812 0.0092198729506975316 0.0092218054590313125 0.0099835009077568447 0.0094725950738357989
leaf_weight=1117 24 21 28 61 96 48 84 67 45 22 43 106 67 28 216 38 34 525 23 41 24 23 24 25 29 25 21 20 107 89
leaf_count=1117 24 21 28 61 96 48 84 67 45 22 43 106 67 28 216 38 34 525 23 41 24 23 24 25 29 25 21 20 107 89
internal_value=0 0.00822118 0.0100221 0.00911241 0.00775892 0.0100707 0.0100986 0.00882917 0.00738105 0.0100682 0.010082 0.00968374 0.00714337 0.00806478 0.0101865 0.00838064 0.00854985 0.00991779 0.0098854 0.00934358 0.0073879 0.00724421 0.00809745 0.00876592 0.0089717 0.00845711 0.00986781 0.0099322 0.0099519 0.00975151
internal_weight=0 691 2430 236 455 2335 2287 95 283 2203 2181 151 210 73 1333 172 134 848 805 64 143 119 85 100 75 46 127 741 721 196
internal_count=3121 691 2430 236 455 2335 2287 95 283 2203 2181 151 210 73 1333 172 134 848 805 64 143 119 85 100 75 46 127 741 721 196
is_linear=0
shrinkage=0.00142833


Tree=1132
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 1 2 2 4 2 4 3 2 0 15 12 4 4 151 48 12 4 131 2 4 0 0
split_gain=612.824 102.022 65.8475 48.2756 32.6639 28.4949 22.2657 18.34 17.9069 15.9096 12.8182 9.55672 9.42535 9.81468 8.74293 8.0528 6.21266 14.0444 8.47407 6.7088 6.35016 5.24721 5.10952 5.9678 4.93365 4.91172 6.63378 4.73276 4.63575 9.3689
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.13501500000000002 0.27044500000000005 0.14285500000000004 0.42051500000000003 0.11658 0.094835000000000017 -0.11173999999999999 -0.10469999999999999 0.087695000000000009 -0.52556499999999995 0.024790000000000003 -0.088784999999999989 0.082620000000000013 0.095780000000000018 0.23246000000000003 0.082750000000000004 0.31358000000000003 0.033845000000000007 -0.060129999999999996 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 11 12 15 24 14 16 13 -4 22 -5 17 -1 19 -18 -19 -3 23 -7 -6 26 -14 -23 -20 -30
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 -13 25 -15 -16 -17 18 20 28 -21 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.004133861116910267 0.0035354879764927564 0.0023493792672296091 0.0018172440372791264 0.003840199721200953 0.0034373054222419886 0.0036405312450484852 0.0043565725212169988 0.002174403172823055 0.0020865603287840307 0.0018516950022944684 0.0023884808353850828 0.0026079807642343245 0.00081042293777950486 0.0010205747237550231 0.002336938030331883 0.0027867877726878961 0.0045431183189847523 0.002693464810858563 0.0035473638599283659 0.0037082593355038974 0.0035845244667721621 0.0015209710999951412 0.0029031314396253229 0.0032027423616248236 0.0026927308872410241 0.0013728484772353659 -0.00016048998113969224 0.0019810596212328788 0.00236157639231421 0.0037220333304319475
leaf_weight=29 76 40 52 24 51 126 83 37 64 26 39 21 59 89 20 43 21 58 893 753 24 88 50 139 30 20 20 103 21 22
leaf_count=29 76 40 52 24 51 126 83 37 64 26 39 21 59 89 20 43 21 58 893 753 24 88 50 139 30 20 20 103 21 22
internal_value=0 0.00194304 0.00174625 0.00349793 0.00217781 0.00354695 0.00361844 0.00121965 0.00263768 0.00284326 0.00317897 0.00358518 0.00107246 0.00131438 0.003271 0.00316413 0.00359645 0.00326245 0.00361813 0.00373091 0.00295426 0.00186957 0.0033303 0.0034109 0.00316154 0.0007279 0.000564622 0.00176908 0.00352487 0.00305762
internal_weight=0 691 615 2430 338 2299 1925 277 131 107 374 1842 240 141 335 67 1821 111 1710 774 82 231 315 265 81 99 79 191 936 43
internal_count=3121 691 615 2430 338 2299 1925 277 131 107 374 1842 240 141 335 67 1821 111 1710 774 82 231 315 265 81 99 79 191 936 43
is_linear=0
shrinkage=0.00145689


Tree=1133
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 49 16 2 4 0 15 1 159 457 0 1 15 3 12 0 1456 475 3 11 52
split_gain=838.822 135.123 69.8604 65.4809 50.5067 41.5504 25.6397 25.3741 23.1731 21.4985 14.361 13.8393 12.8648 12.5082 14.5527 12.315 9.94211 8.28822 11.1476 8.10032 7.6017 7.40494 7.401 16.126 6.81673 6.26577 6.00667 5.79341 5.16635 5.14285
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.085505000000000012 0.077845000000000011 0.14122000000000004 -0.054984999999999992 -0.042349999999999992 0.31358000000000003 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.082585000000000006 0.083995000000000014 -0.085669999999999982 0.13075500000000004 -0.095869999999999983 0.11924500000000002 -1.0000000180025095e-35 -0.14454499999999995 0.075120000000000006 -0.081364999999999979 0.10542000000000001 0.084680000000000019 0.12418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 17 6 13 12 -4 26 -2 -9 29 14 15 -1 -15 18 22 -16 -5 -18 23 24 -3 -21 -7 -28 -12 -6
right_child=1 4 8 20 7 9 -8 11 -10 -11 28 -13 -14 16 19 -17 21 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0085734614924061585 0.0071312538243230193 0.0065020866123027994 0.0081532663003384843 0.0068965808005931111 0.0059177561190168794 0.008474391907986361 0.0090106169546589846 0.0063404928687363776 0.0068839703549133189 0.0071460002088052045 0.0079651532176792505 0.0074265201046410257 0.0050882399288846936 0.0082087060156502342 0.0084950381277908871 0.0075467507896122268 0.0079567566457912457 0.0064245532300926476 0.0064649376339880778 0.008297230368913262 0.0061181508640336607 0.007023260049486839 0.0066894754393615457 0.0081099177781938352 0.007407636809672778 0.0086785771830418246 0.0080287860653871362 0.0074074822317275538 0.008481251484055553 0.0064626049473111413
leaf_weight=23 24 21 28 61 158 39 79 49 67 41 89 24 24 108 565 53 28 38 34 969 24 20 25 29 25 63 325 22 38 28
leaf_count=23 24 21 28 61 158 39 79 49 67 41 89 24 24 108 565 53 28 38 34 969 24 20 25 29 25 63 325 22 38 28
internal_value=0 0.00677997 0.00824304 0.00749942 0.00640681 0.00828311 0.00835706 0.00610246 0.00725808 0.00795271 0.00796249 0.00669754 0.0058956 0.00832883 0.00835842 0.00785747 0.0080115 0.00690756 0.00704453 0.00838226 0.00667679 0.0075678 0.00724159 0.00742563 0.00699423 0.00832051 0.0080384 0.0079894 0.00811958 0.00599978
internal_weight=0 691 2430 236 455 2335 1908 283 95 427 151 73 210 1829 1673 76 156 172 134 1597 85 48 100 75 46 1032 386 347 127 186
internal_count=3121 691 2430 236 455 2335 1908 283 95 427 151 73 210 1829 1673 76 156 172 134 1597 85 48 100 75 46 1032 386 347 127 186
is_linear=0
shrinkage=0.00117172


Tree=1134
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 2 0 14 123 2 47 13 158 1 50 3 2 481 43 3 50 16 51 156 1210 50 3 159 160 1
split_gain=37.5856 8.10031 3.47345 3.15948 2.9839 2.70197 2.65783 2.28449 2.0192 1.64603 1.60539 1.55379 1.52218 1.64823 3.86953 6.585 2.57465 2.14088 2.03909 3.16552 1.99396 1.88216 1.71607 1.47452 1.44062 1.47818 1.40274 1.3752 2.09449 2.01448
threshold=0.10312500000000001 -0.063814999999999997 0.11690500000000002 0.40124500000000002 0.41257000000000005 0.095545000000000005 0.034820000000000011 0.076975000000000002 0.084025000000000016 0.13712500000000002 0.081320000000000017 -0.07743499999999999 0.11817500000000002 0.077565000000000009 0.083090000000000011 -0.096544999999999978 0.090050000000000005 -0.050084999999999991 -0.08231999999999999 -0.07928499999999998 0.08882000000000001 -0.056919999999999991 0.11984500000000002 0.090500000000000011 -0.062539999999999984 0.093975000000000017 -0.075944999999999985 0.082585000000000006 -0.081069999999999989 0.10638500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 27 5 -2 7 -4 12 9 10 11 -7 13 22 15 -15 18 -16 19 -17 -19 -20 23 -1 -22 -26 -27 28 -3 -30
right_child=1 2 6 -5 -6 8 -8 -9 -10 -11 -12 -13 -14 14 17 16 -18 20 21 -21 24 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0036942309446138522 0.0032758012597160586 0.0039556176791061669 0.0017982137189421084 0.0018012830714239899 0.0021558527164080099 0.0037356684965498778 0.00011129491332695791 0.0043734906526361134 0.0021327574306650682 0.0025024408319854084 0.004360069811027819 0.0031637993717237691 0.004464319198489196 0.0011647686702668304 0.0050651396491589468 0.0034672454583496823 0.0016936601798097852 0.0046636553363632567 0.0027917396151507959 0.0011890830959573322 0.0023408818412882838 0.0038441149400524877 0.0024001346326989908 0.0028859075062257467 0.0041226210215477036 0.003018639420889277 0.0041759766196061672 0.0017162159274565505 0.0015696801396759077 0.0027859398249213299
leaf_weight=1047 183 21 269 22 64 128 20 71 31 47 31 364 36 35 22 31 20 31 45 20 21 137 22 47 64 92 27 40 38 95
leaf_count=1047 183 21 269 22 64 128 20 71 31 47 31 364 36 35 22 31 20 31 45 20 21 137 22 47 64 92 27 40 38 95
internal_value=0 0.00232797 0.00199166 0.00348536 0.00298561 0.003501 0.00168147 0.00358891 0.0032424 0.00330275 0.00337467 0.00331258 0.00355608 0.0035364 0.00333515 0.00297979 0.00323088 0.00373338 0.00336283 0.00257385 0.00360871 0.00358391 0.00363468 0.0036595 0.00344839 0.00357549 0.00328123 0.00245376 0.00264533 0.00243844
internal_weight=0 730 483 2391 247 2369 289 1768 601 570 523 492 1697 1661 545 288 253 257 233 51 235 182 1116 1094 204 183 119 194 154 133
internal_count=3121 730 483 2391 247 2369 289 1768 601 570 523 492 1697 1661 545 288 253 257 233 51 235 182 1116 1094 204 183 119 194 154 133
is_linear=0
shrinkage=0.0044645


Tree=1135
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 43 2 150 2 43 49 39 12 1 43 43 1 2 13 4 484 402 16 4 402 51 1447 52 480 15
split_gain=30.6931 4.90553 3.78099 3.48448 3.1677 2.88975 2.79144 2.6548 2.4364 1.98148 1.97553 1.97188 1.70651 3.13853 2.04629 1.71507 1.67895 1.55247 1.43466 1.647 1.6469 1.23671 1.5967 1.41788 1.39711 1.2814 1.938 1.53312 1.46562 1.45815
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.11411 0.10980500000000001 0.31358000000000003 -0.095049999999999982 -1.0000000180025095e-35 0.08568000000000002 0.087765000000000024 0.089875000000000024 0.08845500000000002 -0.11720999999999999 0.13075500000000004 0.093175000000000022 -0.004174999999999999 -0.010655 0.096415000000000015 0.2506000000000001 -0.067914999999999989 0.098655000000000007 0.095250000000000015 0.11144500000000002 -0.051529999999999992 -0.53964499999999982 0.088685000000000014 -0.077844999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 9 16 -7 18 -1 -11 -12 13 14 15 -4 -2 -17 20 -20 -3 22 23 24 -14 26 28 -28 -24 -27
right_child=1 8 12 -5 -6 7 -8 -9 -10 10 11 -13 21 -15 -16 17 -18 -19 19 -21 -22 -23 25 -25 -26 29 27 -29 -30 -31
leaf_value=0.0022243913965735037 0.0025315999752313482 0.0012894697753229659 0.0031617569674917364 0.0029855889441791714 0.00083665542774230344 0.0024217571908267629 0.0014379193432110784 0.0011079486600582146 0.00025788963588422502 0.0018546024229444411 3.4224177060295621e-05 0.0015667611341120028 0.0025314603623661476 0.0013276616908654542 0.0035373197876960743 0.0025097344129834634 0.0014226614266387727 0.0034857548438080943 0.0024155639901624576 0.0014398359646013612 0.00027709267174624532 0.0015877625725838488 0.0034474592752899804 0.0021602788762946105 0.0031168541335174025 0.0023944420555384901 0.0026674990338588483 0.0021751354424491913 0.0023774081466343333 0.0012216682522883343
leaf_weight=50 87 216 57 48 26 218 70 20 26 45 20 20 482 23 28 659 20 20 27 87 21 23 30 110 54 23 90 462 31 28
leaf_count=50 87 216 57 48 26 218 70 20 26 45 20 20 482 23 28 659 20 20 27 87 21 23 30 110 54 23 90 462 31 28
internal_value=0 0.00149981 0.00239552 0.00210707 0.00200138 0.00208257 0.00197377 0.00231135 0.00127728 0.00167923 0.00135855 0.000800493 0.00245634 0.00258378 0.00262159 0.00258675 0.00232432 0.00253848 0.00135279 0.00167093 0.00119977 0.00238111 0.00239503 0.00251719 0.00259044 0.00227619 0.00231992 0.00225541 0.00290366 0.00175057
internal_weight=0 554 2567 447 399 373 177 238 377 135 85 40 2120 787 764 736 107 679 351 114 237 1333 1310 646 536 664 613 552 61 51
internal_count=3121 554 2567 447 399 373 177 238 377 135 85 40 2120 787 764 736 107 679 351 114 237 1333 1310 646 536 664 613 552 61 51
is_linear=0
shrinkage=0.00345121


Tree=1136
num_leaves=31
num_cat=0
split_feature=1 3 12 15 4 15 1 16 1 2 2 42 42 13 4 12 0 4 12 0 4 13 1447 160 3 42 4 160 403 2
split_gain=24.8614 3.97348 3.0626 2.82243 2.7145 3.54002 2.60133 2.36709 2.19293 2.18739 2.54834 1.68548 1.50431 2.04649 2.12801 1.45214 1.66905 1.38934 1.34325 1.27658 1.25865 1.22073 1.9732 1.90069 1.39589 1.9908 3.08996 1.83178 1.41466 1.39759
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.03241999999999999 0.088975000000000012 -0.25582999999999995 0.16540500000000002 0.10527500000000002 0.079055000000000014 0.089390000000000011 0.11159000000000001 -0.004174999999999999 0.024790000000000003 0.11734000000000001 -0.14920999999999998 -0.0047449999999999992 0.085635000000000003 0.056435000000000006 0.053180000000000012 -0.085384999999999975 -0.085539999999999991 -0.089549999999999991 -0.088494999999999976 0.083425000000000013 -0.07533999999999999 -0.084454999999999988 0.104315 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 19 6 -6 -2 12 10 -7 17 13 -3 -15 16 18 -8 -4 -1 21 23 -23 -18 -25 26 -26 -27 29 -29
right_child=1 8 15 -5 5 9 11 -9 -10 -11 -12 -13 -14 14 -16 -17 20 -19 -20 -21 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=0.0033042434737700645 0.0014652064348865406 0.0013288386537678471 0.0039393619364265125 0.0032112496591474005 0.0027776191028004191 0.00068091733642677008 0.0015227491928163945 0.0024688338796003692 0.00021802934392620718 0.0001519366230246793 0.0024978324714197749 0.00084949272401925501 0.00062124641125043897 0.0029180163548329125 0.0016153586862006693 0.0021201839095859329 0.0034254198616907382 0.0023893056144718701 0.0026930776180830564 0.0021562675194444518 0.0023404303814136061 0.0016905397193146244 0.0026442111482675576 0.0034840265459782382 0.00082842649459980203 0.0016407083983083642 0.0029440005042034229 0.0029214401201286284 0.00226007065299634 0.0040697798913367916
leaf_weight=45 61 222 31 48 93 24 49 116 26 23 29 22 33 32 64 87 84 88 28 26 208 38 1284 38 24 22 23 183 50 20
leaf_count=45 61 222 31 48 93 24 49 116 26 23 29 22 33 32 64 87 84 88 28 26 208 38 1284 38 24 22 23 183 50 20
internal_value=0 0.00161317 0.00257658 0.00226633 0.00215265 0.00199437 0.00222969 0.00212295 0.00137382 0.00121413 0.00167508 0.0019092 0.00145944 0.00154642 0.00204958 0.002642 0.00266433 0.00207937 0.0033479 0.00288386 0.0026439 0.00267964 0.0026168 0.00286676 0.0027364 0.00264818 0.00186371 0.00278225 0.00288151 0.00303458
internal_weight=0 554 2567 447 399 328 252 177 377 76 53 159 351 318 96 2120 2033 137 59 71 1974 1766 1322 444 360 322 47 275 253 203
internal_count=3121 554 2567 447 399 328 252 177 377 76 53 159 351 318 96 2120 2033 137 59 71 1974 1766 1322 444 360 322 47 275 253 203
is_linear=0
shrinkage=0.00412451


Tree=1137
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 4 51 151 51 43 43 13 156 0 3 481 4 4 0 47 13 41 14 376 150 49 16 49 52 51
split_gain=20.2681 5.12157 2.67332 2.30764 2.34457 1.81397 1.80248 1.95436 2.16088 1.78135 2.03179 1.95907 1.69408 2.31429 1.5847 1.92379 1.87991 2.31663 1.78156 1.49889 1.36868 2.56004 1.36258 1.32127 1.31325 1.39717 1.17206 1.1366 1.48977 1.49103
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.080200000000000007 0.40124500000000002 0.11444000000000001 0.09759000000000001 0.092545000000000016 -0.078654999999999989 -0.10131 -0.0079349999999999993 0.10339000000000002 0.034820000000000011 -0.14186499999999996 -0.051484999999999996 -0.14098499999999997 -0.42529999999999996 -0.13843999999999998 0.077555000000000013 0.073000000000000023 0.083525000000000016 -0.44847999999999993 0.083705000000000016 -0.091259999999999994 0.12497000000000001 -0.5315899999999999 -0.072814999999999977 -0.10925999999999998 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 12 -5 14 7 8 9 10 -4 23 13 22 15 -3 17 -16 -18 27 21 -17 -2 -12 -20 -26 -11 -1 -29 -30
right_child=3 5 6 4 -6 -7 -8 -9 -10 26 11 -13 -14 -15 16 20 18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0034154933105646737 0.002278145169342488 0.0017522468864379886 0.0028107806727704489 0.0022845841729127563 0.00058540597265116425 0.0016366198894190217 0.0032311894313258524 0.00047882885827012651 0.00072718061368891686 0.0015710812129306761 0.00085088685102730204 0.00018495465368610658 0.0023300559988324362 -0.00040754732954213655 0.0026407159877325187 0.0044744256732257631 0.0014425308667866642 0.00074911640517990577 0.003803427626337588 0.0035176605977667776 0.0028962997342478034 0.0024932593909238608 0.0010570129305987792 0.0022088931113931599 0.0026519080172259795 0.0019152423682367 0.0024884745230906026 0.0030096177497893465 0.00095223153765594049 0.0022591682974232334
leaf_weight=20 21 21 22 85 21 38 20 21 29 36 24 25 23 21 29 38 26 25 20 29 101 21 194 39 1823 55 146 40 23 85
leaf_count=20 21 21 22 85 21 38 20 21 29 36 24 25 23 21 29 38 26 25 20 29 101 21 194 39 1823 55 146 40 23 85
internal_value=0 0.0025239 0.00213472 0.00138197 0.00194795 0.00262292 0.00190241 0.0018247 0.00191275 0.0020305 0.00157299 0.00126355 0.00115033 0.00103535 0.00264028 0.00304812 0.00260296 0.00176498 0.00262648 0.00256161 0.00321821 0.00376926 0.00117629 0.00169156 0.0026427 0.00263033 0.00230701 0.00239658 0.00225889 0.00198084
internal_weight=0 2756 559 365 106 2197 362 342 321 292 110 88 259 236 2159 181 1978 54 1924 197 160 59 215 63 1898 1878 182 168 148 108
internal_count=3121 2756 559 365 106 2197 362 342 321 292 110 88 259 236 2159 181 1978 54 1924 197 160 59 215 63 1898 1878 182 168 148 108
is_linear=0
shrinkage=0.00455379


Tree=1138
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 1 14 2 4 2 1447 0 1 47 0 0 151 157 159 160 52 52 1 0 3 457
split_gain=570.902 97.7212 64.4598 42.9002 33.5821 29.3414 18.8883 17.9002 16.4974 13.7659 12.3942 11.9925 9.98166 8.18544 6.43025 6.0683 5.28724 5.26031 4.81359 4.73144 4.61674 4.44156 4.91453 4.42528 4.27388 4.15997 4.1495 6.5448 3.96596 5.11521
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.14838000000000004 0.27834500000000006 -0.090999999999999984 -0.082869999999999985 -0.23091999999999999 0.085605000000000014 0.090100000000000013 -0.026509999999999995 -0.095504999999999993 -0.088784999999999989 -0.41966499999999995 0.082105000000000025 -1.0000000180025095e-35 0.40674500000000008 -0.057699999999999994 0.084885000000000002 -0.078904999999999989 1.0000000180025095e-35 0.094310000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 11 10 -6 -5 13 12 25 -1 -9 -16 24 20 -7 -18 -3 -17 -23 -14 -15 -4 27 -24 -22 -30
right_child=1 2 6 9 8 18 -8 14 -10 -11 -12 -13 23 16 15 21 19 -19 -20 -21 28 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0027391312347616894 0.0035209570007510372 0.0024238299743058775 0.0016355084986435192 0.0033735304425793664 0.0032739440163520694 0.0029255831541944188 0.00231698459978863 0.0038899523982035803 0.0021296082611551069 0.0022497683116145095 0.0042240634538789424 0.00087383744133285657 0.0017457646206206691 0.0036814667260045651 0.0026685074421499864 0.0039660715303417513 0.0031156011255895804 0.0025154189756663508 0.0020701544699435049 0.0035382568930126699 0.0016396284397325565 0.0033061584683795695 0.0037130000505951628 0.0011444857833518146 0.0031056715603833 0.0024932149431632828 0.0041390093628571956 0.0030148411703910757 0.0022547598354763138 0.0015099090941554606
leaf_weight=20 76 29 20 28 74 22 37 42 33 67 59 84 30 866 23 22 55 32 26 376 86 668 75 85 24 21 21 36 61 23
leaf_count=20 76 29 20 28 74 22 37 42 33 67 59 84 30 866 23 22 55 32 26 376 86 668 75 85 24 21 21 36 61 23
internal_value=0 0.00208112 0.00190319 0.0034676 0.00229766 0.00350367 0.00142185 0.00352553 0.00292102 0.00258098 0.00362031 0.00128385 0.00150463 0.00359374 0.00337593 0.00335038 0.00360668 0.00200892 0.00246223 0.00348432 0.00192747 0.00336946 0.00335305 0.00130134 0.00366594 0.00207482 0.00359037 0.00348657 0.0018428 0.00205081
internal_weight=0 691 615 2430 338 2335 277 2287 107 95 1400 240 156 1341 887 845 1321 231 48 431 199 822 800 115 890 41 132 111 170 84
internal_count=3121 691 615 2430 338 2335 277 2287 107 95 1400 240 156 1341 887 845 1321 231 48 431 199 822 800 115 890 41 132 111 170 84
is_linear=0
shrinkage=0.00134594


Tree=1139
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 2 49 16 50 0 47 1 4 1 1 4 16 49 124 16 0 1 2
split_gain=619.907 103.204 52.3261 48.0223 36.8379 31.18 22.1504 24.5047 18.592 18.0142 15.309 11.6775 11.5357 10.418 8.89262 8.2557 7.75596 13.3817 8.99638 7.28055 6.14155 5.88621 5.07978 7.66703 8.16559 4.83083 4.78623 5.31908 4.34598 4.23018
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.077845000000000011 -0.15464999999999998 -0.090999999999999984 -0.054984999999999992 -0.52595999999999987 0.041865000000000006 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.13436000000000001 0.13075500000000004 -0.013125 -0.44310499999999992 -0.008624999999999999 -0.081214999999999982 -0.07550999999999998 0.14486500000000005 0.12958500000000003 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 25 28 12 14 -4 -9 -1 -2 -7 -6 17 18 -14 -18 -13 -5 26 -24 -25 -3 -16 -28 -8 -20
right_child=1 4 10 21 15 9 7 11 -10 -11 -12 20 16 -15 22 -17 19 -19 29 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0024586411205011196 0.002247622486154724 0.0014660824779060466 0.0031803733020107951 0.0020271837797533436 0.00058089517573973407 0.0023067974515512189 0.0029899489368866009 0.0026552175363301306 0.004101958805753373 0.0022432721209307855 0.0020235115348033795 0.0016957658584801001 0.0032933534068359522 0.0032164420546413591 0.0038282871999808974 0.001484590350500632 0.0034686359475481214 0.0040024137402954844 0.0027996201725977018 0.0031038571508890298 0.0010121303510097219 0.0012539643854741858 0.0036046042140458114 0.0021435151840194758 0.0030299318084936965 0.00087406900872737895 0.0033088959958529726 0.0027011424950422187 0.0022147512738682111 0.0019924169939112253
leaf_weight=22 23 48 28 60 75 21 34 20 70 41 69 150 42 121 27 23 1444 22 26 102 27 24 36 20 190 48 240 28 20 20
leaf_count=22 23 48 28 60 75 21 34 20 70 41 69 150 42 121 27 23 1444 22 26 102 27 24 36 20 190 48 240 28 20 20
internal_value=0 0.00187727 0.00330723 0.00259917 0.00150739 0.00334641 0.00170916 0.00191534 0.00343567 0.00308768 0.00235745 0.00169948 0.00340787 0.0030617 0.00314928 0.000792987 0.00342048 0.00308193 0.00285181 0.00344457 0.00159148 0.00180626 0.00318198 0.00304196 0.00294551 0.00117008 0.00329875 0.0032454 0.00270284 0.00244866
internal_weight=0 673 2448 228 445 2351 347 251 1748 603 97 197 1678 144 562 98 1656 110 88 1546 177 84 541 246 210 96 295 268 54 46
internal_count=3121 673 2448 228 445 2351 347 251 1748 603 97 197 1678 144 562 98 1656 110 88 1546 177 84 541 246 210 96 295 268 54 46
is_linear=0
shrinkage=0.00131955


Tree=1140
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 2 1 2 4 0 49 4 1 12 150 47 4 1 2 0 13 11 3 4 15 4
split_gain=810.569 132.682 86.2011 63.5505 49.118 40.8426 21.9361 21.4724 20.808 18.5541 18.2403 17.0152 14.7063 13.3637 16.0188 13.2114 12.2077 7.92872 7.27719 6.75073 6.0773 5.94052 5.65825 5.48602 5.33389 5.18168 4.7698 4.80599 4.72994 4.41571
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.14753000000000002 0.40945500000000007 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.087765000000000024 1.0000000180025095e-35 0.090100000000000013 -0.51843499999999987 0.089875000000000024 0.089885000000000007 -0.060129999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10831999999999999 0.022185000000000003 -0.41942499999999994 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 19 8 11 -6 13 18 -5 12 -4 14 16 17 -1 20 25 -3 -15 -22 -18 -19 -14 26 -7 -28 -13 -2
right_child=1 2 6 10 7 9 -8 -9 -10 -11 -12 28 24 15 -16 -17 22 23 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0041773631852084405 0.0044831192393672663 0.001896357818631566 0.0021541953521447567 0.003981331337192362 0.0038875569078355601 0.0031809799999588297 0.0024322767076952042 0.0022687938929531583 0.0051695948871683982 0.0028235775301858187 0.002411233918894072 0.00094636743922358278 0.00082726885434037268 0.0053669303965280558 0.0047988559943237148 0.0037699682487603013 0.0034473345681290384 0.0042916627186209899 0.0031055750897375422 0.0027109276525346094 0.0044980486995894412 0.0036320914920910156 0.0024698781313157604 0.0036530091853238028 0.0016788734897747277 0.0044565241470503336 0.0041055633158206669 0.0037015680379281434 0.0001530271540437165 0.0036269618612017203
leaf_weight=47 50 190 44 28 71 24 34 32 76 48 69 32 83 21 35 104 44 767 29 32 695 22 25 38 26 49 192 135 55 24
leaf_count=47 50 190 44 28 71 24 34 32 76 48 69 32 83 21 35 104 44 767 29 32 695 22 25 38 26 49 192 135 55 24
internal_value=0 0.0021328 0.00187675 0.00416589 0.00244823 0.00421959 0.00119889 0.00338464 0.00432869 0.00379096 0.00286446 0.00102416 0.00135359 0.00429315 0.003826 0.00433598 0.00353246 0.00437413 0.0038992 0.00201377 0.00449696 0.00447148 0.00309318 0.00426152 0.0010304 0.00395673 0.00388696 0.00393878 0.00044483 0.00420545
internal_weight=0 673 599 2448 325 2351 274 103 1874 477 97 240 153 1798 151 1647 116 1543 429 222 738 717 69 805 109 400 351 327 87 74
internal_count=3121 673 599 2448 325 2351 274 103 1874 477 97 240 153 1798 151 1647 116 1543 429 222 738 717 69 805 109 400 351 327 87 74
is_linear=0
shrinkage=0.0016407


Tree=1141
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 4 12 4 43 150 0 14 1 15 4 15 2 39 1 2 43 0 15 2 10 13 47 0
split_gain=588.846 78.1398 61.2828 46.1203 34.7531 25.0863 25.3217 21.0429 20.1689 16.4067 15.6451 14.3952 11.5765 11.2465 9.5642 8.11184 7.95611 11.5348 7.7823 6.9647 6.55338 5.62151 5.60759 5.47218 9.17006 5.20082 11.5421 5.19675 5.10388 4.8909
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.27287000000000006 0.14285500000000004 0.40124500000000002 0.090285000000000018 0.033845000000000007 -0.04890499999999999 1.0000000180025095e-35 -0.23194499999999998 0.076175000000000007 0.16175000000000003 0.13592500000000005 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.087690000000000004 0.096255000000000021 0.10774000000000002 -0.090299999999999991 -0.11242999999999999 -0.095244999999999982 0.10803500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10350500000000001 -0.092404999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 12 6 19 28 13 15 22 21 -1 23 27 29 18 -18 -14 -3 -13 -12 -6 24 -4 26 -2 -7 -5 -10
right_child=1 5 8 7 10 14 -8 -9 9 -11 11 20 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045827743146598246 0.0018973370047598815 0.0029001335115579488 0.0040584459435170257 0.0039735326412505345 0.0029795338626010513 0.0012100080014570524 0.0011889583739158496 0.0022343465272489918 0.0041303377844093998 0.0032113597001316016 0.0035946177087950873 0.0030172282433471457 0.0041389510029988608 0.0045849774181743177 0.00039696683622152958 0.0028630237379843305 0.0035137362434630032 0.0024269067158532468 0.0030905424163358711 0.0020100368467464028 0.0019101827723525743 0.002754734089757229 0.0021191603101704437 0.0038842126320530273 0.0027221229353003953 0.0019953678551664963 0.0033337176644360716 0.0018517917441297827 0.0032894009828325086 0.0036920738389824488
leaf_weight=22 25 47 20 45 20 117 43 29 56 171 72 20 52 46 25 23 76 27 20 29 24 21 68 1053 22 132 21 33 44 718
leaf_count=22 25 47 20 45 20 117 43 29 56 171 72 20 52 46 25 23 76 27 20 29 24 21 68 1053 22 132 21 33 44 718
internal_value=0 0.0020805 0.00366504 0.00259854 0.00316818 0.00155893 0.0020649 0.00329101 0.00376446 0.00361281 0.00278464 0.0030865 0.00360623 0.00389311 0.00121488 0.00369894 0.00348347 0.00322884 0.00384773 0.00256049 0.00241339 0.00340497 0.0023147 0.00386405 0.00335847 0.00213949 0.00255308 0.0013512 0.00363531 0.00372378
internal_weight=0 590 2531 296 422 294 119 118 2109 968 225 137 197 1141 175 797 175 103 72 76 44 93 88 1095 42 178 46 150 89 774
internal_count=3121 590 2531 296 422 294 119 118 2109 968 225 137 197 1141 175 797 175 103 72 76 44 93 88 1095 42 178 46 150 89 774
is_linear=0
shrinkage=0.00142833


Tree=1142
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 4 14 2 4 11 1 457 15 160 1 0 3 12 47 43 11 4 16 160 42
split_gain=775.72 128.631 84.8905 59.879 47.8431 31.7134 29.8425 23.8714 23.6999 20.7889 19.0378 16.8665 14.5641 11.7962 10.7867 10.8957 14.7503 8.34069 6.43118 6.17039 6.45645 6.07146 6.07315 6.00898 5.24071 4.85706 4.8392 4.70675 9.33352 5.28933
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.13712500000000002 0.40473500000000007 0.062655000000000016 0.14838000000000004 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 -0.087679999999999994 -1.0000000180025095e-35 0.085345000000000018 -0.15931499999999996 -0.11171999999999999 0.090285000000000018 0.090100000000000013 0.016310000000000002 0.082485000000000017 -0.036839999999999991 0.013515000000000001 -0.04016999999999999 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 23 6 11 17 12 14 -6 19 13 -4 15 21 -17 -1 -15 27 -21 24 -23 -3 -8 -16 -2 -5 -29 -30
right_child=1 2 8 5 10 -7 9 -9 -10 -11 -12 -13 -14 18 25 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0037058432836479796 0.003829373171042102 0.0016042338006626885 0.0017525056192387964 0.0038072716524731511 0.0032907557339358238 0.0020189003758404678 0.0033822496381639314 0.0020340443298074887 0.0021106969356107889 0.0023679255436359326 0.0019638199192210095 0.0044773550933696529 0.00035701967143895135 0.0014287436834917312 0.0044669966925344274 0.0033200100114047365 0.0018479602808418633 0.0027617501674095306 0.00065952228092894889 0.0028292905568585505 0.0036063554206727916 0.0037021511608094563 0.003396771407761727 0.0022732737724867487 0.0024431165674196707 0.0037098286466826637 0.0030491139794719636 0.0026768580516305603 0.0043252852729976114 0.0034507577104496224
leaf_weight=35 50 190 41 791 71 26 27 69 34 38 32 60 84 30 25 41 21 42 85 23 423 184 478 32 22 56 24 23 21 43
leaf_count=35 50 190 41 791 71 26 27 69 34 38 32 60 84 30 25 41 21 42 85 23 423 184 478 32 22 56 24 23 21 43
internal_value=0 0.00179972 0.00158024 0.00353118 0.00207395 0.00358744 0.00360536 0.00264416 0.000994627 0.00340163 0.0028785 0.00373666 0.000836517 0.00109471 0.00344763 0.00339567 0.00282141 0.00319088 0.000860189 0.00370309 0.00356628 0.00344574 0.00348165 0.00170067 0.0029606 0.00394352 0.00357632 0.00377259 0.00345726 0.00373771
internal_weight=0 673 599 2448 325 2302 2276 146 274 892 103 1384 240 156 854 773 62 77 115 1324 446 711 662 222 49 81 74 878 87 64
internal_count=3121 673 599 2448 325 2302 2276 146 274 892 103 1384 240 156 854 773 62 77 115 1324 446 711 662 222 49 81 74 878 87 64
is_linear=0
shrinkage=0.00142833


Tree=1143
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 2 14 2 4 11 1 457 15 1 3 12 131 2 11 43 4 4 47 51 160
split_gain=807.563 129.374 87.0054 65.806 45.5148 40.0454 34.6246 25.5163 24.7063 23.736 21.5462 18.1755 17.2132 14.1173 10.6409 11.2179 15.1632 8.32377 6.35216 6.05164 6.55109 5.70604 7.50582 5.64283 5.37011 5.2177 5.10033 4.9159 4.84145 4.68148
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.062655000000000016 0.14285500000000004 0.40945500000000007 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 -0.087679999999999994 0.086920000000000011 -0.11171999999999999 0.090285000000000018 0.082750000000000004 0.31358000000000003 0.082485000000000017 0.016310000000000002 -0.012164999999999999 -0.0070899999999999991 0.090100000000000013 0.11144500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 27 6 10 17 12 26 11 18 13 -4 15 19 -17 -1 28 24 -21 22 -14 -16 -12 -22 -6 -3 -5 -15
right_child=1 2 8 5 9 -7 -8 -9 -10 -11 14 -13 21 29 23 16 -18 -19 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034375554194088008 0.0033155386300466358 0.0015503759213943459 0.0017275107413498153 0.0035379173166039798 0.0035699397922563589 0.0017588672468906669 0.0021489995968930341 0.0018883307350016597 0.0019975381095179686 0.0015527699341813873 0.0031799053815798795 0.0041904539536398349 0.0004816526131463076 0.0013348768719500098 0.0041898744772586255 0.0031161040769274876 0.0017642940588485402 0.0025833292096409995 0.0033255491888818712 0.003471902742412868 0.0032982928527415128 0.0010230254199635601 -0.00043540775433001437 0.0034506896369707407 0.0023188666317028551 0.0030239029265357303 0.0028223432911553136 0.0020911032275039657 0.0030008646529135143 0.00067735651835137739
leaf_weight=35 74 191 43 898 21 26 38 69 34 24 27 60 59 24 25 41 21 42 397 184 280 20 20 56 22 198 56 33 29 74
leaf_count=35 74 191 43 898 21 26 38 69 34 24 27 60 59 24 25 41 21 42 397 184 280 20 20 56 22 198 56 33 29 74
internal_value=0 0.00170178 0.00150241 0.00330188 0.00195512 0.0033553 0.00337353 0.00245965 0.00096544 0.0026761 0.00339432 0.00349404 0.000819226 0.00110953 0.00323273 0.00318599 0.00265823 0.00297161 0.00346248 0.00323201 0.00326448 0.000405756 0.000249485 0.00367883 0.00279332 0.00318463 0.00302623 0.00163004 0.00352112 0.000838382
internal_weight=0 673 599 2448 325 2302 2276 146 274 101 2238 1384 240 141 854 773 62 77 1324 711 662 99 79 81 49 478 77 224 927 98
internal_count=3121 673 599 2448 325 2302 2276 146 274 101 2238 1384 240 141 854 773 62 77 1324 711 662 99 79 81 49 478 77 224 927 98
is_linear=0
shrinkage=0.00129368


Tree=1144
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 159 14 4 2 2 4 132 2 14 15 4 1 43 12 12 51 52 15 3 47 4 16
split_gain=626.073 106.858 68.8478 51.3841 37.4394 26.2624 24.7606 20.7976 19.2203 18.8983 16.4324 13.4581 12.8124 14.8583 8.91732 8.15359 7.23686 7.10779 6.88786 8.89565 6.24542 5.6318 5.55547 9.55322 6.22809 5.5314 5.58582 5.02453 4.69714 4.45732
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.08764000000000001 0.094835000000000017 0.097795000000000007 -0.059484999999999989 -0.013514999999999998 0.083345000000000016 0.066275000000000014 0.090285000000000018 0.051320000000000005 -0.10056999999999998 -0.066844999999999988 -0.41942499999999994 0.31534000000000006 0.090100000000000013 -0.036839999999999991 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 27 6 9 15 -4 11 -6 22 13 -10 25 -1 -11 -17 20 21 -13 -20 23 -5 -25 -14 -27 -3 -2 -24
right_child=1 2 8 5 10 -7 -8 -9 12 16 -12 18 14 -15 -16 17 -18 -19 19 -21 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.0035262829451167144 0.0035027554028112542 0.0016891546052800548 0.002235023145042619 0.0036570411550680337 0.0030327612938319854 0.0020035482378942598 0.0022702880511601482 0.0019894233992218931 0.0018627163839004765 0.0040821184308575268 0.0019380731654785597 0.0033194155661314495 0.0010023411109762387 0.0010336967448789343 0.0014350171395067412 0.0030659664151357403 0.0032127409718210559 0.0021099437514440493 0.0033080833572257406 0.0024330696746659294 0.002912687921756002 0.0029636490751390244 0.0034072024812102863 0.0022860928876240511 0.0031055540295638357 0.00063623030146524068 -0.00024324202112888476 0.0022324027521773942 0.0028201527301249226 0.0031597351247537007
leaf_weight=26 50 190 26 29 71 26 38 69 52 67 32 388 23 105 21 29 20 22 120 37 72 210 1102 25 37 26 21 32 24 131
leaf_count=26 50 190 26 29 71 26 38 69 52 67 32 388 23 105 21 29 20 22 120 37 72 210 1102 25 37 26 21 32 24 131
internal_value=0 0.0018435 0.00166587 0.00322475 0.00206068 0.00327103 0.0032855 0.00249511 0.00119757 0.00330274 0.00269266 0.0032793 0.0010888 0.00130828 0.000710144 0.00294825 0.00388226 0.00265356 0.00315237 0.00302278 0.00325575 0.0030889 0.00335859 0.00305618 0.00277513 0.000492682 0.000243275 0.00176746 0.00328137 0.00338091
internal_weight=0 673 599 2448 325 2302 2276 146 274 2238 103 2151 248 157 91 77 87 51 827 367 460 330 1324 91 62 70 47 222 74 1233
internal_count=3121 673 599 2448 325 2302 2276 146 274 2238 103 2151 248 157 91 77 87 51 827 367 460 330 1324 91 62 70 47 222 74 1233
is_linear=0
shrinkage=0.00126831


Tree=1145
num_leaves=31
num_cat=0
split_feature=1 3 12 2 15 4 0 3 2 1 132 2 2 2 43 12 1 0 151 3 43 133 43 47 13 40 0 41 12 2
split_gain=43.0579 6.4126 5.32142 3.86318 3.49916 3.4011 4.3331 3.94063 2.99531 2.91518 2.47844 2.61321 2.40807 4.05259 2.19235 2.18093 2.51317 2.04648 1.87687 1.9548 1.86259 1.75991 1.61023 1.59693 1.59362 2.06494 1.43061 1.41661 1.41271 1.40745
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.11411 0.035560000000000008 -0.17966999999999997 -0.014954999999999998 0.11924500000000002 0.14753000000000002 0.095950000000000021 0.088890000000000011 0.25063000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078139999999999973 0.088245000000000004 0.089875000000000024 -0.036484999999999997 -0.044604999999999992 0.083060000000000009 0.093175000000000022 -0.085499999999999979 -0.11720999999999999 0.089640000000000011 -0.0075049999999999987 -0.063404999999999989 0.056435000000000006 0.08690500000000001 0.11734000000000001 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 26 7 9 12 18 11 -10 -3 -14 -15 16 20 23 -7 21 22 -20 -4 -2 25 -16 -1 -5 -17 -11
right_child=1 8 15 27 -6 6 -8 -9 10 29 -12 -13 13 14 24 28 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0048523414300537838 0.0051406670019728765 0.0013987668448777481 0.0050866538362760831 0.0016368349062042366 0.0047426397825345544 0.0047644551426546814 0.0010905199322831735 0.0011596255355829541 0.0013557211206617096 0.0023409171767613092 0.0025908337731506042 -0.00073531860425683976 0.0044402297820543566 0.00071933905945402736 0.0034655587813273445 0.003928683922986299 0.0026835087075977311 0.0024434364986276576 0.0028776101957485182 0.002498546232699812 0.0055235031938504391 0.0044741547011530507 0.0041638252615676438 0.0035893025635953236 0.0030966452673083381 0.0015085608534946985 0.00328027149738993 0.0032931435094507434 0.0032238608723240973 0.0038909440659443033
leaf_weight=45 30 84 58 49 48 43 31 25 46 81 23 27 26 25 20 1165 29 26 30 40 33 57 748 51 60 66 26 21 87 21
leaf_count=45 30 84 58 49 48 43 31 25 46 81 23 27 26 25 20 1165 29 26 30 40 33 57 748 51 60 66 26 21 87 21
internal_value=0 0.00227051 0.00391065 0.00310828 0.00338161 0.00321787 0.00298869 0.00318681 0.00187719 0.00337313 0.00106353 0.000582323 0.00215516 0.00247769 0.00217929 0.0040222 0.00422772 0.00374583 0.00380099 0.00347478 0.0042811 0.00392362 0.00423023 0.00416388 0.00242928 0.00196368 0.00427665 0.00213373 0.00387971 0.00266004
internal_weight=0 554 2567 177 447 399 328 297 377 272 96 73 281 197 171 2120 868 107 170 127 839 87 806 81 146 86 71 70 1252 102
internal_count=3121 554 2567 177 447 399 328 297 377 272 96 73 281 197 171 2120 868 107 170 127 839 87 806 81 146 86 71 70 1252 102
is_linear=0
shrinkage=0.00533549


Tree=1146
num_leaves=31
num_cat=0
split_feature=1 4 12 150 44 4 3 0 150 49 1 2 40 0 0 483 12 1 11 41 1 13 0 48 49 43 49 156 4 0
split_gain=34.8769 5.48734 4.31941 4.24934 3.99698 3.90134 3.4502 4.67228 2.98973 2.57947 2.55746 2.36311 2.30422 1.89904 2.3035 2.09118 1.81955 2.30257 2.2412 2.33021 1.71423 1.91579 1.91368 1.65673 1.63196 1.50007 1.92528 1.47591 1.33577 2.35596
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.084680000000000019 1.0000000180025095e-35 -0.15464999999999998 0.11296500000000002 -0.068944999999999992 0.10980500000000001 0.09858500000000002 0.12958500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.024095000000000002 -0.036484999999999997 0.093585000000000015 0.088245000000000004 0.089875000000000024 1.0000000180025095e-35 0.079300000000000009 0.085110000000000005 -0.017449999999999997 -0.14454499999999995 0.087380000000000013 -0.015259999999999998 -1.0000000180025095e-35 0.092185000000000017 0.091015000000000013 -0.00099499999999999979 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 -1 7 8 9 20 24 -2 -9 14 15 -12 17 18 27 -20 21 -7 23 -22 -3 -13 -27 -4 29 -18
right_child=1 10 16 -5 -6 6 -8 12 -10 -11 13 25 -14 -15 -16 -17 28 -19 19 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0025193764113779112 0.0023122166334679393 0.00046684581427096871 0.0025249710358618764 0.0010226790483690029 0.0032765974904613204 0.0019845776290481369 0.00057714985901171972 0.0017135021448490178 0.00075862288265983024 0.0010366607090658403 0.00042167143344374512 0.00082931240016866721 0.00026645195096403919 -0.00016963774789136219 0.0019401124860540062 0.0016364834413703827 0.0030639996468819443 0.0015213396792101621 0.0038504527504736943 0.0024160821426699995 0.0013000926950990574 0.0031848551415652663 0.0025898423154704243 0.0023700248762309846 0.0015693158407741399 0.0025857969218761778 0.0012989282784265162 0.0016196621450986651 0.0021054505865934184 0.0023255071359066966
leaf_weight=104 112 20 750 82 29 26 29 25 20 22 87 26 30 26 21 22 57 28 32 25 47 45 51 29 99 25 34 23 315 880
leaf_count=104 112 20 750 82 29 26 29 25 20 22 87 26 30 26 21 22 57 28 32 25 47 45 51 29 99 25 34 23 315 880
internal_value=0 0.00134823 0.00232214 0.00169605 0.00201186 0.00192616 0.00173575 0.00184964 0.00206172 0.00218019 0.000995342 0.00197634 0.000924202 0.000698845 0.000872542 0.000666863 0.00238934 0.00251421 0.00254771 0.00322134 0.00230725 0.00274532 0.00206234 0.00170836 0.00138403 0.00153377 0.00184421 0.00249803 0.00230376 0.00237043
internal_weight=0 554 2567 279 457 428 324 295 240 220 275 197 55 156 130 109 2110 858 830 57 198 71 127 76 119 85 59 773 1252 937
internal_count=3121 554 2567 279 457 428 324 295 240 220 275 197 55 156 130 109 2110 858 830 57 198 71 127 76 119 85 59 773 1252 937
is_linear=0
shrinkage=0.00352023


Tree=1147
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 150 4 4 0 15 1 12 4 15 3 131 2 52 3 47 0 16 4
split_gain=1032.75 166.434 107.806 80.3494 60.7341 48.646 31.3227 28.0667 24.8327 24.169 22.7873 19.0062 16.2564 14.5602 14.451 20.6495 15.0445 11.0559 9.2419 10.8744 8.15567 7.03694 6.80978 6.93189 6.10415 6.01071 5.9638 5.96266 5.76398 5.50368
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.14285500000000004 1.0000000180025095e-35 0.40945500000000007 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.09141500000000001 -0.52556499999999995 -0.095869999999999983 -0.13927999999999999 0.082750000000000004 0.31358000000000003 0.039215000000000007 -0.017889999999999996 0.090100000000000013 -0.13027499999999997 -0.039889999999999988 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 26 6 14 11 -6 12 -5 13 21 -4 15 16 -1 27 19 -17 -19 -7 23 -13 -23 -15 -3 -16 -18 -2
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 22 -14 25 17 18 28 20 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037648054418759412 0.0036744534948897779 0.0012228158466231094 0.0013777114350380293 0.0030621983826475633 0.00307964447996581 0.003647295713161912 0.0044197628151761304 0.0017276012312273761 0.0015938687705799393 0.0020930298904503868 0.0016397072866691904 -4.5384305189510502e-05 0.0020910819282315531 0.00089836244637678589 0.0038867723403610307 0.0046404420364010955 0.0020360995210017365 0.0030348072471401717 0.0034065775569523996 0.0036232118699641067 0.0018803814436884753 0.0029571304993316798 0.0006278176334449442 -0.00099933351763795814 0.0033392197452419056 0.00015883255733528876 0.001876267071122805 0.0031347296116245155 0.0029943954249901043 0.002858662716617894
leaf_weight=23 50 190 43 34 71 62 76 34 32 48 63 59 27 32 29 21 32 28 460 1102 21 178 20 20 152 66 32 72 20 24
leaf_count=23 50 190 43 34 71 62 76 34 32 48 63 59 27 32 29 21 32 28 460 1102 21 178 20 20 152 66 32 72 20 24
internal_value=0 0.00142863 0.00118387 0.00338728 0.00172934 0.00343882 0.0035391 0.000536871 0.00261804 0.00303423 0.00213831 0.000368184 0.00314206 0.000698384 0.00350208 0.00353974 0.00282178 0.00308586 0.00357376 0.00364223 0.00254005 0.00321445 -0.000102101 -0.00028689 0.00313312 0.000400312 0.00131701 0.00335066 0.00240467 0.00340987
internal_weight=0 673 599 2448 325 2351 1884 274 103 467 97 240 419 141 1808 1658 75 150 1583 1123 49 392 99 79 330 98 222 101 52 74
internal_count=3121 673 599 2448 325 2351 1884 274 103 467 97 240 419 141 1808 1658 75 150 1583 1123 49 392 99 79 330 98 222 101 52 74
is_linear=0
shrinkage=0.00140032


Tree=1148
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 2 474 1 1 12 150 1 13 39 4 42 43 1 11 15 52 3 13 14 2 3 1429 16 40 43
split_gain=33.3256 5.10189 4.13505 3.53301 3.51934 3.00717 2.96271 3.54138 2.59369 1.76919 1.76845 1.62569 1.61945 2.28699 1.80109 1.60355 1.4644 1.73245 1.43055 3.62688 3.99644 2.1351 4.0653 2.01396 1.42915 1.39159 1.39021 1.32757 1.29065 2.50633
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.11411 0.086990000000000012 0.095950000000000021 0.16540500000000002 0.099815000000000015 0.091105000000000005 0.13075500000000004 -0.004174999999999999 0.089130000000000015 0.024790000000000003 -0.080354999999999982 -0.080554999999999974 0.10658000000000002 1.0000000180025095e-35 0.040760000000000005 -1.0000000180025095e-35 -0.11255999999999998 0.14871000000000004 0.078320000000000015 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.073849999999999985 -0.063404999999999989 -0.064334999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 24 11 7 10 12 18 -6 -2 28 14 -14 -11 -9 25 21 20 26 22 -4 -21 -1 -18 -20 -17 29 -3
right_child=1 8 9 -5 6 -7 -8 16 -10 15 -12 -13 13 -15 -16 27 17 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034128050919922529 0.0027691614733909783 0.0011496845462658205 0.00078379484885692712 0.0036837679432788826 0.0025887038807865304 0.0013990367902013132 0.00039900622342912327 0.0020342408300923322 -7.095144954728131e-05 0.0029572218663747978 0.0012924979750024495 0.0014389863591412228 0.0029078652195190903 0.00056225378458455745 0.0016121795751017657 0.0026517854511260899 -0.00014786524714262292 0.0021297527132518842 0.0027586761719080892 0.0051227862657445694 0.0011576622224798764 0.0027501879088131583 0.0030717060640258701 0.0033748533172252215 0.0023514767478398594 0.0012755046456991552 0.0039987641672195118 0.0020307380983166849 0.00086622417180365905 0.0028190160495329152
leaf_weight=47 87 78 28 29 165 70 20 59 26 77 21 20 29 23 55 98 20 22 48 20 23 1576 27 28 43 31 24 161 146 20
leaf_count=47 87 78 28 29 165 70 20 59 26 77 21 20 29 23 55 98 20 22 48 20 23 1576 27 28 43 31 24 161 146 20
internal_value=0 0.0014878 0.00262553 0.00226272 0.00216643 0.002077 0.00196958 0.00206835 0.00121117 0.00270411 0.00244236 0.00252053 0.00130614 0.00173766 0.0020595 0.0024242 0.00154135 0.00114298 0.00275713 0.00316059 0.00268435 0.00272175 0.00190695 0.00410316 0.00290573 0.00071732 0.00317204 0.00226573 0.0011169 0.00149036
internal_weight=0 554 2567 457 428 177 338 318 377 2110 186 107 351 107 84 336 132 73 1774 143 95 1631 55 48 90 51 72 259 244 98
internal_count=3121 554 2567 457 428 177 338 318 377 2110 186 107 351 107 84 336 132 73 1774 143 95 1631 55 48 90 51 72 259 244 98
is_linear=0
shrinkage=0.004207


Tree=1149
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 4 0 2 34 0 2 43 4 16 14 15 52 2 0 4 12 4 15 0 131 2
split_gain=506.187 65.1307 55.0427 40.3807 33.493 20.4989 20.3248 18.9103 15.3675 14.4786 12.1844 11.7222 11.8731 10.8439 9.88822 10.8456 9.1185 8.86203 7.89762 7.75424 7.50723 6.58506 5.75413 5.66864 9.80928 5.38574 5.24695 5.1887 4.88232 7.54122
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.40124500000000002 0.090285000000000018 -0.15464999999999998 0.033845000000000007 -0.036484999999999997 0.13754500000000003 -1.0000000180025095e-35 -0.23194499999999998 0.092235000000000025 -0.04890499999999999 0.42051500000000003 -0.040964999999999994 0.076175000000000007 0.13592500000000005 1.0000000180025095e-35 0.11389000000000002 -0.13027499999999997 -0.064054999999999987 -1.0000000180025095e-35 -0.041644999999999995 -0.45963999999999994 -0.22491999999999998 0.08844500000000001 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 13 11 25 18 -6 19 14 12 -3 -1 15 -10 -14 -7 22 -9 -16 23 -4 -15 -25 -5 -18 -17 29 -13
right_child=1 5 7 6 8 17 -8 9 10 -11 -12 28 16 21 20 27 26 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0039839711297371344 0.0017402417173300662 0.00078631879579384493 0.0026757740690703398 0.0037154648916858371 0.0030718970301877825 0.0014579215918547278 0.0017663789518019759 0.0031653354033869337 0.0019603877222331562 0.002701740440049831 0.0011488734398569878 0.00082406784019090984 0.0021705666869958808 0.003352015023006541 0.0017608313788503738 0.0025492310835819884 0.0018006919726693425 0.0026504609656311396 0.0038823589037113794 0.0023564422269815128 0.0027101927799848369 0.0022401608602207611 0.0033175094280786274 0.0031319577534740352 0.0021198142562365925 0.0029089251721359653 0.00088001596984775619 0.003496038757520397 0.0013653198785544161 -0.00012886015613203673
leaf_weight=22 181 45 27 20 40 23 29 774 27 171 21 72 37 69 73 20 20 24 46 23 20 21 1068 59 26 71 28 24 20 20
leaf_count=22 181 45 27 20 40 23 29 774 27 171 21 72 37 69 73 20 20 24 46 23 20 21 1068 59 26 71 28 24 20 20
internal_value=0 0.00170272 0.0031148 0.00214967 0.0026622 0.00123721 0.00276723 0.00320536 0.0023003 0.00306422 0.00213346 0.00107608 0.00135654 0.00307554 0.00225954 0.00264535 0.00165841 0.00206688 0.0033251 0.00314199 0.001965 0.00296133 0.00330169 0.00305967 0.00282236 0.00308619 0.00126363 0.00306567 0.000750554 0.00061691
internal_weight=0 590 2531 301 422 289 120 2109 225 968 185 242 130 197 164 71 85 47 1141 797 93 175 1095 154 85 91 48 44 112 92
internal_count=3121 590 2531 301 422 289 120 2109 225 968 185 242 130 197 164 71 85 47 1141 797 93 175 1095 154 85 91 48 44 112 92
is_linear=0
shrinkage=0.00137286


Tree=1150
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 4 1 4 3 2 2 0 34 15 1 47 12 15 12 4 3 11 3 47 14 31 0
split_gain=730.397 120.673 76.4411 61.8614 42.8571 37.4147 25.7474 19.882 19.1423 19.1126 14.4957 14.4746 15.1702 14.4558 13.7282 11.7793 11.1574 9.92316 8.03824 7.30572 7.16731 6.6976 8.12923 5.72795 5.18799 9.1002 5.06267 5.00048 4.90332 4.69371
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.033845000000000007 0.11658 0.13501500000000002 0.13754500000000003 -0.11173999999999999 -1.0000000180025095e-35 -0.097454999999999986 0.083345000000000016 0.092710000000000015 0.10345000000000001 -0.087679999999999994 0.088245000000000004 -0.52556499999999995 -0.13927999999999999 0.082245000000000013 -0.10831999999999999 0.090100000000000013 -0.23083499999999998 -0.077289999999999984 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 10 13 -6 20 14 12 24 15 16 28 -1 29 -19 -17 -5 22 -16 -24 25 -7 27 -3 -4 -12
right_child=1 2 7 9 8 11 -8 -9 -10 -11 17 -13 -14 -15 21 19 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043569010830740874 0.0039864909829530866 0.0025487754838235902 0.0014850840163331581 0.004074121292377368 0.0036847842090627619 0.0028477990318293111 0.0048949959079459277 0.0024604072572440676 0.0023004547082374812 0.0023910666363403514 0.0043886063031742181 0.0024849971562451389 0.0027527779141828341 0.00086279363125837429 0.0051253787665418316 0.0016592596347849834 0.003098003179573951 0.0023330651343568122 0.0035665522074464903 0.0026626367798226595 0.0030931595965761542 0.004021498954181477 0.0034578829143235516 0.004210494082866818 0.004251204089731027 0.0037703553062280681 0.0026417124375728131 0.0018963506933891668 0.00050377972666043494 0.0036805220225696982
leaf_weight=22 74 31 22 29 71 26 83 34 32 66 28 25 37 114 21 59 53 20 28 22 38 804 23 768 41 257 32 159 23 79
leaf_count=22 74 31 22 29 71 26 83 34 32 66 28 25 37 114 21 59 53 20 28 22 38 804 23 768 41 257 32 159 23 79
internal_value=0 0.00219621 0.00197504 0.0039442 0.00246246 0.00400082 0.00408533 0.00139688 0.0032547 0.00295865 0.00404893 0.0035785 0.00365423 0.00124621 0.0040888 0.00159312 0.00346728 0.00361398 0.0030526 0.00193178 0.00351775 0.00411764 0.00421284 0.00418861 0.00375717 0.0036856 0.00209489 0.0020028 0.000983528 0.00386582
internal_weight=0 673 599 2448 325 2315 1929 274 103 133 1846 386 361 240 1691 126 75 155 48 81 67 1616 812 791 324 283 222 190 45 107
internal_count=3121 673 599 2448 325 2315 1929 274 103 133 1846 386 361 240 1691 126 75 155 48 81 67 1616 812 791 324 283 222 190 45 107
is_linear=0
shrinkage=0.00148603


Tree=1151
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 4 4 1 12 15 4 1 474 47 14 1 51 51 10 13 15 4 159
split_gain=752.917 134.465 80.0406 65.5133 45.0027 36.2317 25.8972 25.5964 24.73 17.9176 17.3232 16.0736 15.8605 11.697 9.3345 7.90896 6.20111 6.04052 7.66223 5.58196 5.15445 6.24505 6.91585 6.0609 4.89672 4.89467 4.83748 6.34051 4.70192 4.65635
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.091265000000000013 0.077845000000000011 0.14753000000000002 0.40473500000000007 0.40945500000000007 0.087135000000000004 0.08401500000000002 -0.41942499999999994 -0.013125 0.086455000000000018 0.10008000000000002 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 0.11144500000000002 -0.38124499999999995 -0.078704999999999983 -0.12255999999999999 -0.0019149999999999998 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 11 9 14 -5 13 -6 -4 24 28 -13 19 26 -11 21 -3 23 -23 29 -18 -19 -28 -16 -1
right_child=1 2 7 10 12 -7 -8 -9 -10 17 -12 16 -14 -15 15 -17 25 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0037369881473440585 0.0033971394747841751 0.0021360922726397741 0.001751553192914384 0.0031113144279738708 0.0030291890290964048 0.0022574433790367322 0.0020014276038087474 0.0020853980538267794 0.0040594602835742222 0.0032638933796780498 0.0019233990471576711 0.00096073660538611809 0.0019718776209415537 0.00097678993867298552 0.0023549141696138812 0.0033529679684668394 0.00067300532275186458 0.0033538046110703529 0.0024095297637454841 0.0038942875180490687 0.002180599551965028 0.0010058710029630475 0.00096931837219807904 0.0017613924996849996 0.0030517762765379713 -8.686359056888466e-05 0.0036267618729503622 0.0029327589614750334 0.0031020850237869595 0.003486713891730569
leaf_weight=139 76 33 44 28 74 48 22 37 84 386 67 32 33 109 20 346 25 101 26 24 32 20 29 117 37 30 24 180 42 856
leaf_count=139 76 33 44 28 74 48 22 37 84 386 67 32 33 109 20 346 25 101 26 24 32 20 29 117 37 30 24 180 42 856
internal_value=0 0.00180558 0.0016089 0.00330597 0.00202311 0.00334798 0.00337087 0.00110347 0.00338417 0.00335816 0.00227352 0.000952089 0.0027031 0.0011996 0.00344062 0.00327822 0.000516814 0.0031979 0.00307046 0.00330079 0.00170814 0.00163217 0.00153199 0.0016511 0.00350483 0.000258531 0.0031268 0.00301441 0.00286106 0.00352168
internal_weight=0 691 615 2430 338 2335 2287 277 2265 2181 95 240 107 153 1440 408 87 741 331 410 231 199 166 137 1032 55 305 204 62 995
internal_count=3121 691 615 2430 338 2335 2287 277 2265 2181 95 240 107 153 1440 408 87 741 331 410 231 199 166 137 1032 55 305 204 62 995
is_linear=0
shrinkage=0.00126831


Tree=1152
num_leaves=31
num_cat=0
split_feature=1 52 1 12 44 4 15 0 3 3 2 0 1 4 1 150 39 41 0 1 42 13 16 12 402 160 4 13 50 1213
split_gain=38.7093 5.89475 4.93196 4.83056 3.55473 3.59168 3.48905 3.36593 3.92233 2.80431 3.77147 3.06298 2.598 2.046 1.98476 1.87696 2.24452 1.79916 1.73208 1.88677 3.36526 2.38459 2.15878 1.8543 1.66398 2.18519 1.88649 1.63787 1.61504 1.64774
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.082685000000000022 -0.026509999999999995 0.11296500000000002 -0.03694999999999999 0.11411 -0.033209999999999996 0.095695000000000016 0.053180000000000012 0.11588000000000001 0.116995 0.087880000000000014 0.08690500000000001 -0.085669999999999982 0.08844500000000001 0.086135000000000003 -0.15078499999999997 0.042200000000000008 0.13597000000000004 0.08865000000000002 -0.54913999999999985 -0.51253999999999988 -0.092094999999999982 0.10883000000000001 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 4 5 -1 7 8 12 10 11 14 -7 18 -3 16 -11 -12 19 21 -21 -5 28 24 25 -20 -27 -28 29 -23
right_child=1 2 -4 13 -6 6 -8 -9 -10 15 17 -13 -14 -15 -16 -17 -18 -19 23 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0029104394678961722 0.0028080317172583594 0.0040266058285041663 0.00028434650432947054 0.0041386299713155623 0.003655479611170508 0.0025099407908857211 0.0033178246046955432 0.00065294505057328887 0.00068887666356777044 0.0016891646230942593 0.0008379334013075162 0.0013285192623779733 0.0016400041540989376 0.0023941291155656443 0.0024586312707924039 0.00019097603610778181 0.00094541945907146744 0.0022569966260758433 0.0014365227185973207 0.00097070971195124724 0.0029973873877131964 0.0031825441994949135 0.0019961181527915974 0.001587168695448349 0.0031506451533232739 0.0037515047424676292 0.0017213816090504578 0.0026963307172021625 0.0024320897518106395 0.0022020757906558398
leaf_weight=90 50 22 62 30 29 155 30 33 32 155 48 23 88 242 33 24 116 21 23 21 37 426 35 24 132 27 29 990 64 30
leaf_count=90 50 22 62 30 29 155 30 33 32 155 48 23 88 242 33 24 116 21 23 21 37 426 35 24 132 27 29 990 64 30
internal_value=0 0.00148375 0.00135237 0.00266233 0.00228542 0.00219259 0.00200144 0.00187322 0.00201966 0.00150219 0.00195846 0.00256764 0.0021949 0.00274396 0.00308582 0.00127482 0.00137081 0.00126982 0.00278929 0.00295924 0.00226359 0.00302821 0.00296819 0.00270008 0.00272232 0.00266943 0.00269654 0.00266858 0.00303362 0.00311804
internal_weight=0 554 504 2567 457 428 338 308 275 442 147 78 243 2110 55 295 271 69 1868 643 58 585 555 1225 1201 1069 1046 1019 520 456
internal_count=3121 554 504 2567 457 428 338 308 275 442 147 78 243 2110 55 295 271 69 1868 643 58 585 555 1225 1201 1069 1046 1019 520 456
is_linear=0
shrinkage=0.00404364


Tree=1153
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 43 4 150 14 0 12 49 13 50 2 1 1 1 0 51 3 1 15 11 0 160
split_gain=643.682 83.0128 67.8427 43.5192 41.7102 32.4905 23.0445 21.8455 23.2726 17.0034 15.0209 13.9259 11.9754 11.0314 10.9939 9.5808 9.28422 9.1123 7.81603 7.23522 6.57045 6.43185 6.06237 6.04277 5.96375 5.46733 5.3037 5.1939 7.4363 8.32635
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 -0.04890499999999999 0.033845000000000007 1.0000000180025095e-35 0.076175000000000007 -0.23194499999999998 0.13597000000000004 -0.012034999999999999 -1.0000000180025095e-35 0.041865000000000006 0.11389000000000002 0.12000500000000001 0.096255000000000021 0.12958500000000003 -0.13027499999999997 -0.096089999999999981 0.12745000000000004 0.12811000000000003 -0.41942499999999994 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 13 7 12 19 21 -6 14 -11 22 -1 27 -2 25 26 23 -3 -13 -9 -4 -15 -18 -10 -7 28 -8 -30
right_child=1 5 6 -5 9 17 10 8 16 11 -12 20 -14 18 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0050089660758146932 0.0027230205412763927 0.0021718919998763996 0.0035296328645595745 0.0021649400741195002 0.0024725396237698411 0.0013187706708535671 0.0041217409566357659 0.0039613670641529611 0.0020509133040625925 0.0036825233350956709 0.0035455064098367192 0.0032813156969167521 0.0050583913745212974 0.0045544902438204426 0.0031160520215508594 0.0039036908674586709 0.0021690775863482691 0.0019133635637399145 0.0029625816434142968 0.0011806100511556361 0.0020814542155414158 0.0027499486705119991 0.0042714358988395909 0.0038081162664701266 0.0030902328441163368 0.0012892801188331272 0.00047452264818478591 0.0044970453848097317 0.0028440156331767919 0.0038892070074109295
leaf_weight=22 20 24 27 74 88 29 573 22 71 93 171 20 46 33 29 92 42 23 21 66 24 20 1068 121 28 33 46 67 22 106
leaf_count=22 20 24 27 74 88 29 573 22 71 93 171 20 46 33 29 92 42 23 21 66 24 20 1068 121 28 33 46 67 22 106
internal_value=0 0.00223029 0.00402352 0.00308498 0.00345766 0.00183679 0.00413675 0.00208491 0.00235156 0.00300284 0.00396129 0.00334347 0.00428561 0.00397712 0.0040505 0.00369286 0.00210223 0.00106204 0.0038474 0.00144495 0.00262685 0.0033845 0.00425314 0.00396805 0.00253754 0.00180924 0.000800965 0.00408579 0.00404648 0.00370956
internal_weight=0 590 2531 186 422 404 2109 306 216 225 968 137 1141 197 797 112 174 98 175 90 44 42 1095 154 70 104 75 768 701 128
internal_count=3121 590 2531 186 422 404 2109 306 216 225 968 137 1141 197 797 112 174 98 175 90 44 42 1095 154 70 104 75 768 701 128
is_linear=0
shrinkage=0.00154607


Tree=1154
num_leaves=31
num_cat=0
split_feature=1 52 12 1 44 2 12 4 43 12 4 16 52 4 50 156 16 12 480 4 0 15 52 16 0 481 1210 42 133 16
split_gain=35.2277 5.21725 4.39243 4.38309 3.11943 3.23965 4.29963 3.88115 3.04293 3.00835 2.43788 2.64758 2.37827 2.0023 2.38604 2.17226 1.9966 1.89072 2.45054 2.44587 2.4431 1.9276 1.88805 1.78252 4.64036 1.50304 1.43121 2.44836 3.34876 1.449
threshold=0.10920500000000001 -0.26636999999999994 0.078300000000000008 0.13707500000000003 1.0000000180025095e-35 0.11362000000000001 -0.042789999999999988 -0.064054999999999987 0.070450000000000013 -1.0000000180025095e-35 -0.0060199999999999993 -1.0000000180025095e-35 -0.068719999999999989 -0.008819999999999998 -0.24464999999999995 0.082605000000000026 0.062650000000000025 0.090285000000000018 -0.03031 0.033845000000000007 -0.092404999999999973 0.13592500000000005 0.047850000000000011 -0.39185999999999993 -0.067624999999999977 0.11290000000000001 -0.062539999999999984 0.11603500000000001 0.032270000000000007 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 5 7 -7 9 13 -1 -9 22 -5 15 -15 -3 -11 -4 -19 20 -20 25 -12 -14 -25 26 27 28 -22 -28
right_child=1 3 17 12 -6 6 -8 10 -10 16 11 -13 23 14 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0015849848624345149 0.0028182337432065153 0.0025669216482564852 0.0028911584308569487 -0.00039487039506312953 0.0036698470936559601 0.0025711455922387818 -6.2682893192908233e-05 0.0014006848093831837 0.0029615873116423663 0.0041425644968728585 0.0018665801368843184 0.0037083973370365042 0.00059110168881829452 0.0027417620547777115 0.0011951241429137738 0.00094457188867815923 0.002865098931364103 0.0011835219177782712 0.0036225530959273014 0.0022020006321230167 0.0026124828430503498 0.0014188187063193729 0.0030110735526755884 0.0031142608789327246 0.00050075727788759326 0.0015785134060117864 0.0031289519041064733 0.0033348488330831134 0.00036243997752235857 0.0026891464912703815
leaf_weight=24 50 55 1133 27 29 21 25 77 29 33 121 22 76 20 225 21 71 21 57 172 29 21 34 22 29 20 210 24 21 402
leaf_count=24 50 55 1133 27 29 21 25 77 29 33 121 22 76 20 225 21 71 21 57 172 29 21 34 22 29 20 210 24 21 402
internal_value=0 0.00149612 0.00268927 0.00136496 0.00230785 0.00221557 0.00113972 0.00234512 0.0016304 0.00295442 0.00203807 0.00231535 0.000761675 0.00151014 0.00132138 0.00211864 0.00327045 0.00277188 0.00263355 0.0026654 0.00276706 0.00269999 0.00211763 0.00100755 0.00162815 0.0027381 0.0027719 0.00220824 0.00166746 0.00284006
internal_weight=0 554 2567 504 457 428 46 382 350 128 254 177 154 321 245 76 104 2110 977 956 784 727 155 127 51 706 686 74 50 612
internal_count=3121 554 2567 504 457 428 46 382 350 128 254 177 154 321 245 76 104 2110 977 956 784 727 155 127 51 706 686 74 50 612
is_linear=0
shrinkage=0.00429114


Tree=1155
num_leaves=31
num_cat=0
split_feature=1 3 39 12 4 12 2 483 2 1 42 15 52 2 4 0 42 47 41 3 0 39 481 42 42 1456 4 481 49 151
split_gain=28.5344 4.53116 3.83712 3.55787 3.29574 2.79522 2.65591 2.58121 2.03171 2.15763 1.87018 1.87301 1.68734 1.67085 1.64495 1.73517 1.45047 1.39876 1.39476 1.34657 1.34466 1.32043 1.3088 1.47856 2.28283 1.72755 1.87081 2.51278 1.29125 1.74378
threshold=0.10920500000000001 0.31534000000000006 0.087735000000000021 0.078300000000000008 -0.036839999999999991 -0.42850999999999995 1.0000000180025095e-35 -0.070084999999999981 0.11870500000000002 0.089770000000000016 -0.019989999999999997 -0.13578499999999996 -0.037344999999999996 0.15950500000000004 0.40124500000000002 -0.14920999999999998 0.11934000000000002 0.077555000000000013 0.079395000000000007 0.092670000000000016 -0.066089999999999996 0.10076500000000001 -0.053799999999999994 0.088295000000000012 0.090310000000000015 -0.089834999999999984 -0.015039999999999998 -0.087424999999999989 -0.086009999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 -3 20 -1 9 17 -8 -12 -13 -7 15 18 22 19 -5 21 -6 -9 23 25 -25 -17 27 -27 -11 -30
right_child=1 5 -4 14 6 13 10 8 -10 28 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0026123121709148408 0.002126639326003538 0.0010780329712592354 0.00073754985144501605 0.0028923941930214347 0.0020529611283309013 0.0003415877015568453 2.0024045082280177e-05 0.0020096866060012467 0.00068514091230206873 0.0020237802553020206 0.0014502938167167783 0.001234988577050255 0.00018591167899325838 -0.00081876185615364742 0.00096241432110515839 0.0014821158465318951 0.0014805117418460346 0.0025189611657430938 0.0018352517341427821 0.001110305573213249 0.0012932375725582519 0.0010993065256254635 0.0018723808100433541 0.001120483754099522 0.0021900310170980763 0.0022567289406399613 0.0021340202368178946 0.0037148476857875438 0.0013699021322575863 0.00035531908401225331
leaf_weight=24 50 35 157 33 44 35 20 107 29 27 71 31 34 21 20 20 90 27 22 31 56 20 1721 32 62 25 60 25 172 20
leaf_count=24 50 35 157 33 44 35 20 107 29 27 71 31 34 21 20 20 90 27 22 31 56 20 1721 32 62 25 60 25 172 20
internal_value=0 0.00102048 0.00115088 0.00183432 0.00136294 0.000357063 0.00121378 0.00157416 0.00151662 0.0015763 0.00094857 0.00108512 0.000686241 -9.35434e-05 0.00189066 0.00189954 0.00188414 0.00183489 0.00246954 0.00171799 0.00162752 0.00186632 0.00190282 0.00213665 0.00182593 0.00236133 0.00252119 0.00298579 0.00135786 0.00126422
internal_weight=0 554 463 2567 306 91 256 457 433 404 156 136 65 56 2110 2090 2035 185 55 158 100 127 1945 224 94 130 110 50 219 192
internal_count=3121 554 463 2567 306 91 256 457 433 404 156 136 65 56 2110 2090 2035 185 55 158 100 127 1945 224 94 130 110 50 219 192
is_linear=0
shrinkage=0.00325215


Tree=1156
num_leaves=31
num_cat=0
split_feature=1 12 1 10 150 2 12 0 4 3 10 2 9 3 2 0 3 4 15 4 12 4 11 484 15 16 43 2 2 47
split_gain=23.371 5.71449 3.05243 2.81046 2.33883 2.23892 2.85495 2.21129 1.96186 1.96106 1.95643 3.03804 2.20131 1.93594 3.01581 2.82134 1.99732 1.59601 1.788 2.50498 1.51782 1.52513 1.44735 2.18407 1.61676 1.41578 1.35366 1.72375 1.43178 1.35476
threshold=0.11829500000000003 0.078300000000000008 0.10124500000000002 -0.079859999999999987 0.09487000000000001 0.10803500000000001 -0.042789999999999988 -0.052984999999999997 0.053180000000000012 0.10299500000000002 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.14186499999999996 0.081685000000000021 -0.068604999999999985 -0.10831999999999999 -0.062539999999999984 -0.41942499999999994 0.51303500000000013 0.10266500000000002 0.056795000000000005 0.080455000000000013 -0.011854999999999999 0.040760000000000005 0.023255000000000001 -0.066504999999999995 0.087470000000000006 0.085730000000000015 0.07813500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 9 -7 -2 13 26 11 12 -5 14 -3 -15 -17 -13 19 -19 21 -10 23 -16 -24 -20 27 -1 -28 -30
right_child=3 8 -4 10 -6 6 -8 -9 20 -11 -12 17 -14 15 22 16 -18 18 25 -21 -22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0009686342646289609 0.0008561560731614185 0.0045328674160472204 0.0015221162472399416 0.00096347575912362224 0.00089118123296532011 0.0024415557765171971 9.2869239649014901e-05 -0.0011104901621256311 0.0010600214800774589 0.0011601790916483431 0.00038268593415655301 0.0022030592660186488 0.0025658324270803542 0.0025541119748346431 0.0030915068085575113 0.000656617099816087 0.0021332153489153176 0.0025199827572259942 0.00082168915553833385 0.00060637541862813957 0.0014937441585549194 0.0024358167884396612 0.0027549467879861358 0.00087735762049087097 0.0042555319357612271 -0.00050879708737158811 0.0034213896326539682 0.002619701241005544 0.0022970445883850536 0.0036255177849084598
leaf_weight=22 33 25 231 27 27 26 21 21 20 22 48 23 67 1524 20 23 194 28 58 34 69 189 83 20 20 26 63 40 96 21
leaf_count=22 33 25 231 27 27 26 21 21 20 22 48 23 67 1524 20 23 194 28 58 34 69 189 83 20 20 26 63 40 96 21
internal_value=0 0.00236482 0.00194187 0.00108905 0.00222874 0.00234486 0.00139214 9.13492e-05 0.00247486 0.00251448 0.00126228 0.00142282 0.00210558 0.00252901 0.0030147 0.00248214 0.00197671 0.00104305 0.000860312 0.00147059 0.00210301 0.00230416 0.00274929 0.00198443 0.00304632 0.000409872 0.00263759 0.00203384 0.00284555 0.00253549
internal_weight=0 2756 569 365 338 311 47 54 2187 264 311 263 94 1909 168 1741 217 169 146 62 278 209 143 40 103 84 242 62 180 117
internal_count=3121 2756 569 365 338 311 47 54 2187 264 311 263 94 1909 168 1741 217 169 146 62 278 209 143 40 103 84 242 62 180 117
is_linear=0
shrinkage=0.00473777


Tree=1157
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 3 10 401 0 43 49 12 123 34 13 13 11 2 40 151 2 401 3 12 13 4 159 16 2 160
split_gain=18.9305 4.62873 2.64136 3.31388 2.29374 2.3634 2.27647 1.83573 1.79859 1.72002 1.79655 1.67857 1.5192 1.50746 1.96875 1.58431 1.43727 2.9435 1.38164 1.36574 1.35062 1.34824 1.70421 3.89899 1.40587 1.31481 1.78411 1.30203 1.13442 1.28296
threshold=0.11829500000000003 0.078300000000000008 -0.27302499999999996 -0.078139999999999973 0.12178000000000001 -0.14847999999999997 -0.079859999999999987 0.085900000000000018 -0.05208999999999999 -0.095049999999999982 -0.08130999999999998 0.099815000000000015 0.12630500000000003 -0.010024999999999997 -0.28558999999999996 0.10935500000000002 0.080455000000000013 0.087995000000000004 -0.081804999999999975 -0.065174999999999983 0.097070000000000004 0.086285000000000014 -0.11255999999999998 0.091625000000000012 -0.14819499999999997 0.057560000000000007 0.014475000000000003 -0.073404999999999984 0.092120000000000021 -0.086829999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 8 12 -2 20 -11 16 13 -8 -15 19 21 -18 -12 -16 -4 22 23 24 -3 26 27 -13 -7 -30
right_child=6 11 3 4 -6 28 7 -9 -10 10 18 25 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00015842917992970205 0.0006751086887488661 0.0029092347113490809 0.0025217512078187865 0.00079628734123185464 0.0010759914141754939 0.002409484169192387 0.00051215009900115467 -0.0001111138823532193 -0.00094663197576844453 0.0015587838438617994 0.0012092135169796592 0.0021635550571800404 -1.6426562870523714e-05 0.00063820291665088729 0.00072815120094954142 0.00061413363046651612 0.0040393867985021236 0.002209708540839273 -3.3316563545976395e-05 0.001938636063597719 0.0012075595155494614 0.0023979226266795974 0.0020353890776951978 2.5624429453909077e-05 0.0015381298122392722 0.0012418379719860309 0.0028218749463208505 0.0015336324367747007 0.0027420946648944434 0.0016972195705579052
leaf_weight=23 34 21 24 27 57 136 47 24 20 40 26 95 20 53 20 26 20 85 45 121 36 175 1452 26 40 74 33 166 26 129
leaf_count=23 34 21 24 27 57 136 47 24 20 40 26 95 20 53 20 26 20 85 45 121 36 175 1452 26 40 74 33 166 26 129
internal_value=0 0.0019277 0.00158293 0.00164294 0.00186869 0.00201077 0.000887745 0.00102896 7.4464e-05 0.00114787 0.000831456 0.0020174 0.0011243 0.00120974 0.00135877 0.00158746 0.00207087 0.00255822 0.000421694 0.00176694 0.00173324 0.00204102 0.00200044 0.00141707 0.00201015 0.00175309 0.00188178 0.00176291 0.00212346 0.00187249
internal_weight=0 2756 569 546 375 318 365 311 54 171 111 2187 287 267 220 167 1819 105 71 141 60 1714 1539 87 61 368 294 261 291 155
internal_count=3121 2756 569 546 375 318 365 311 54 171 111 2187 287 267 220 167 1819 105 71 141 60 1714 1539 87 61 368 294 261 291 155
is_linear=0
shrinkage=0.00429114


Tree=1158
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 43 3 4 2 3 12 13 15 4 0 12 403 13 52 13 16 16 11 2 16 12 16 52 1 2 13
split_gain=15.3959 3.98183 2.85164 2.33516 2.15871 2.26315 1.97437 1.78038 1.76495 1.54134 1.57194 1.45581 1.9212 1.47353 1.36297 1.20109 1.1795 1.29438 1.16148 1.26831 1.26787 1.14954 2.03198 1.1931 2.10008 4.44413 1.26577 1.25044 11.8853 1.79244
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 -0.078654999999999989 0.12178000000000001 0.40945500000000007 0.14530500000000005 -0.0043399999999999992 -0.083994999999999986 -0.0093149999999999986 -0.43375999999999998 0.51303500000000013 -0.0058249999999999994 0.099815000000000015 -0.080719999999999986 0.038215000000000006 0.0046550000000000003 0.26424500000000006 0.41553500000000004 0.0073350000000000004 0.080455000000000013 0.087995000000000004 0.19444000000000003 0.092465000000000006 0.40737000000000007 -0.53299999999999992 0.080270000000000022 0.084145000000000011 -0.14819499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 16 7 -2 9 10 -5 12 -8 -13 21 -16 17 -6 19 20 -17 23 -23 27 26 -26 -25 29 -29 -3
right_child=6 14 -4 4 5 -7 11 -9 -10 -11 -12 13 -14 -15 15 18 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00015131364737577935 0.0014998723545392588 0.0033233489781801786 2.9015569554318021e-05 0.0015544452094716358 0.0018831481167764842 0.00099540812391636104 0.0020551482345726505 0.00044523889269865304 5.0925210478274395e-05 0.0020058547282466336 0.00028991197720306896 0.00041572451574820702 0.00053766527870946295 -0.0009589977552034787 0.0022026097103505266 0.0015422606554335661 0.00093126576039312577 0.0025993712549718974 0.0025302829000357612 0.0022748460557515835 0.00078610592262269748 0.0037057813324460724 0.0021257494705170226 0.0027785106712412775 -0.00021716584282458767 0.0018760600005203515 0.0015994619478687032 0.0019497649826415464 -0.0016523540796425206 0.0020392018158836233
leaf_weight=23 113 23 26 47 227 58 22 47 24 52 36 61 81 22 72 178 21 68 23 35 62 21 86 35 33 58 41 378 20 1128
leaf_count=23 113 23 26 47 227 58 22 47 24 52 36 61 81 22 72 178 21 68 23 35 62 21 86 35 33 58 41 378 20 1128
internal_value=0 0.0018379 0.00150306 0.00157199 0.00163329 0.00182225 0.000819183 0.00119007 0.00118882 0.00139111 0.00100597 0.000500137 0.000861788 5.13403e-05 0.00192676 0.00167477 0.00197401 0.00204824 0.00154724 0.00146502 0.00134692 0.00197791 0.00243585 0.00194935 0.00158366 0.00111698 0.00214244 0.00198878 0.00176875 0.00206486
internal_weight=0 2775 582 556 533 374 346 160 159 135 83 186 103 83 2193 370 316 295 298 275 240 1823 107 1716 167 91 76 1549 398 1151
internal_count=3121 2775 582 556 533 374 346 160 159 135 83 186 103 83 2193 370 316 295 298 275 240 1823 107 1716 167 91 76 1549 398 1151
is_linear=0
shrinkage=0.00455379


Tree=1159
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 0 2 1 2 0 34 4 12 0 48 1447 16 47 0 4 3 16 16 31 157 157
split_gain=624.643 107.931 62.914 47.3083 32.615 28.6683 19.7665 19.7266 18.1916 18.111 15.8942 14.7543 13.1306 11.2922 9.68483 9.64489 7.94869 7.34643 6.87816 7.7995 6.21363 5.41861 5.85525 5.19131 4.76689 13.7846 11.3453 4.69529 4.51479 4.32289
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.10699500000000002 0.077845000000000011 0.13754500000000003 -0.079119999999999982 -1.0000000180025095e-35 0.27834500000000006 0.10345000000000001 -0.15599999999999997 0.092475000000000016 -0.0063999999999999986 -0.44310499999999992 0.090100000000000013 -0.23091999999999999 0.23246000000000003 -0.097174999999999984 0.15273500000000004 -1.0000000180025095e-35 -0.077289999999999984 -0.23976499999999998 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 12 8 9 17 23 -5 14 28 27 20 -16 -1 19 -15 -10 22 -3 -6 25 26 -21 -4 -11 -26
right_child=1 2 6 11 10 -7 -8 -9 15 13 -12 -13 -14 18 16 -17 -18 -19 -20 24 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0027929544452139068 0.003117798640664588 0.0021150334535794996 0.0012397355754985668 0.0029606891856128032 0.0030091083622597599 0.0021627348385229559 0.0019765741391590025 0.0036945005673694803 0.0032101402798086977 0.0027330879774284242 0.0017167235757341414 0.0019069558924664886 0.00071955245738501326 0.0036330202743156972 0.0013092708955388603 0.0020594734209068103 0.0021678469427058632 0.0019133041818746993 0.0025612086989342474 0.002865456735628377 0.0028062865606754113 0.002138744116642752 0.0015136549880854788 0.0023534957135726798 0.0033718993036474928 0.0032183476747158998 0.0017957023662772383 0.00045198688630270612 0.003246871361337068 0.0030381199309940233
leaf_weight=43 76 28 22 28 50 48 37 84 72 26 29 67 114 34 59 22 22 21 43 34 265 32 171 28 69 63 26 23 1134 351
leaf_count=43 76 28 22 28 50 48 37 84 72 26 29 67 114 34 59 22 22 21 43 34 265 32 171 28 69 63 26 23 1134 351
internal_value=0 0.00174726 0.0015779 0.00306081 0.00193087 0.00309512 0.00114719 0.00311469 0.00309258 0.00314146 0.00248727 0.00221753 0.00101933 0.00316437 0.00129055 0.00284152 0.00154246 0.00250432 0.00303156 0.00306661 0.00289257 0.00167314 0.00159827 0.00277376 0.00303114 0.00282008 0.0024019 0.000837108 0.00323536 0.00309296
internal_weight=0 691 615 2430 338 2335 277 2287 2203 1844 107 95 240 1780 126 359 81 64 620 577 337 231 199 78 543 123 60 45 1160 420
internal_count=3121 691 615 2430 338 2335 277 2287 2203 1844 107 95 240 1780 126 359 81 64 620 577 337 231 199 78 543 123 60 45 1160 420
is_linear=0
shrinkage=0.00121906


Tree=1160
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 4 49 2 50 150 2 1 1 1 4 0 52 1 3 1 4 12
split_gain=924.825 142.468 79.092 74.7853 54.4647 46.7254 36.5685 29.2044 26.1235 24.3696 23.6581 14.5762 16.2316 14.5081 13.9096 11.2216 10.1334 9.40952 8.52532 7.93471 7.76579 7.45964 6.74657 7.02266 5.84999 5.76915 5.6839 5.10731 5.09956 4.87415
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 -0.15289999999999995 -0.054984999999999992 -1.0000000180025095e-35 0.041865000000000006 1.0000000180025095e-35 0.089005000000000015 0.13075500000000004 0.12811000000000003 0.12000500000000001 0.038415000000000012 0.14486500000000005 0.40674500000000008 0.122715 -0.14847999999999997 0.16175000000000003 0.0067750000000000006 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 21 -8 11 17 -4 18 15 -9 -2 -13 27 22 24 -5 -15 -3 23 26 -1 -16 -7 -6 -17 -28
right_child=1 4 10 19 16 9 7 13 -10 -11 -12 12 -14 20 25 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0094557748553402796 0.0078485344381326594 0.0070048012509839669 0.0088898423563335254 0.007456388999563272 0.0059795661397689867 0.0096318506844938426 0.0083551301230017187 0.0083098999636243131 0.010142521900892244 0.0078153129475630675 0.0074404258556521599 0.008277008379522376 0.0078977990722864048 0.0071995473074833597 0.0091766355534366531 0.0092781416526230374 0.0067881719611135594 0.0081877431383682552 0.009215244824378771 0.0065037008180942359 0.006439485484843006 0.0061626521725043496 0.0087389042357254067 0.0083843215136775485 0.0087410826871471021 0.0083692778064014678 0.0094356877212897379 0.0051703570959087701 0.0086556058113016632 0.0089563069320834354
leaf_weight=953 23 30 34 60 65 47 54 20 76 41 63 28 23 131 100 234 26 30 508 24 33 66 131 23 23 21 58 20 29 147
leaf_count=953 23 30 34 60 65 47 54 20 76 41 63 28 23 131 100 234 26 30 508 24 33 66 131 23 23 21 58 20 29 147
internal_value=0 0.00733414 0.00918763 0.00823424 0.00687296 0.00923876 0.00715538 0.00744966 0.00933836 0.00884746 0.00794847 0.00930436 0.00903027 0.00718392 0.00884677 0.00911977 0.00602317 0.00894452 0.00936236 0.00718419 0.00704661 0.00642582 0.00900044 0.00912503 0.00943893 0.00903652 0.00919263 0.00578916 0.0092095 0.00909194
internal_weight=0 673 2448 228 445 2351 334 238 1874 477 97 1798 314 184 144 291 111 436 1484 84 164 96 406 275 976 121 252 85 263 205
internal_count=3121 673 2448 228 445 2351 334 238 1874 477 97 1798 314 184 144 291 111 436 1484 84 164 96 406 275 976 121 252 85 263 205
is_linear=0
shrinkage=0.00140032


Tree=1161
num_leaves=31
num_cat=0
split_feature=1 52 2 51 4 133 10 454 160 3 2 129 2 9 3 3 1 15 12 159 16 52 159 133 1212 133 16 483 52 12
split_gain=18.9901 5.44102 2.96698 2.24696 2.16254 1.92713 2.2227 2.26881 1.97746 1.82378 1.81401 2.24499 1.79841 1.98695 1.54273 2.6541 2.04319 1.62413 1.52247 1.50874 3.17481 1.48001 2.6359 1.45947 2.86057 2.37561 1.90253 1.58866 1.42366 2.01202
threshold=0.10312500000000001 -0.43851499999999993 0.13754500000000003 0.086310000000000012 0.40124500000000002 0.089200000000000015 0.094860000000000014 -1.0000000180025095e-35 0.097500000000000017 -0.0063699999999999989 0.089005000000000015 -1.0000000180025095e-35 0.11362000000000001 -1.0000000180025095e-35 -0.14186499999999996 -0.12018999999999998 0.08864000000000001 0.040760000000000005 0.089410000000000003 0.10684 -0.11118499999999999 0.4002400000000001 -0.46267499999999995 0.032270000000000007 0.058525000000000008 0.12330000000000001 -0.14771999999999999 -0.095084999999999989 -0.080114999999999978 -0.077884999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 19 10 6 7 -3 12 -7 21 -12 13 -9 17 -16 -17 18 -13 20 -4 23 -23 26 27 -26 -1 -25 -15 -30
right_child=1 2 3 -5 -6 9 -8 8 -10 -11 11 14 -14 28 15 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0038288613780517828 0.002824117871055595 0.00030915972598607381 0.00073193909458501292 0.00166533699495371 0.0010088408703790514 0.0014403854373523492 0.00063904603591899184 0.0011703759467398011 0.0034204313289608267 -0.00027260677222281575 0.00081635656895349853 0.0019762426610429079 0.001438234986108695 0.0016608268987476703 0.00065741264440428418 0.0024687192654928507 0.0016903428641050463 0.0040708211981129354 0.0035475683264952641 0.0013392100467623745 -0.0015528399580283501 0.0029812125898167727 0.0011254811762162603 0.0039019189612659877 0.00028770980776273987 0.0023772911810289918 0.0027596438870483814 0.0025377040327319912 0.004004377760812361 0.0023731842394485031
leaf_weight=41 79 20 49 58 22 47 36 39 21 21 21 36 128 48 21 831 87 25 24 32 20 33 39 21 24 27 746 393 21 111
leaf_count=41 79 20 49 58 22 47 36 39 21 21 21 36 128 48 21 831 87 25 24 32 20 33 39 21 24 27 746 393 21 111
internal_value=0 0.00162647 0.00148113 0.000907248 0.00251697 0.0016666 0.00178772 0.00189429 0.00198044 0.000911373 0.00253097 0.00238045 0.0018933 0.00215927 0.00241253 0.00235609 0.00239495 0.00303596 0.00260477 0.00047191 6.96843e-05 0.00264977 0.00197602 0.00268852 0.00247387 0.00139396 0.00281535 0.0026069 0.00237353 0.00263269
internal_weight=0 730 651 159 2391 492 424 388 368 68 2369 1045 347 219 1024 939 918 85 60 101 69 1324 72 1252 465 51 787 414 180 132
internal_count=3121 730 651 159 2391 492 424 388 368 68 2369 1045 347 219 1024 939 918 85 60 101 69 1324 72 1252 465 51 787 414 180 132
is_linear=0
shrinkage=0.00483252


Tree=1162
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 0 4 1 4 1 14 13 50 15 2 51 1 0 123 4 47 2 16 3 0 14 3
split_gain=609.832 75.0622 65.9203 59.3735 33.4997 29.8794 23.0095 19.0298 14.6353 14.0727 14.6831 13.7535 11.7155 10.7503 10.4914 10.1115 8.98839 8.68205 8.12048 7.46071 7.24412 7.11685 7.11201 6.20227 5.23737 4.61059 5.54566 4.53662 4.51625 4.45738
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.051320000000000005 0.08864000000000001 0.40124500000000002 0.090285000000000018 -0.17966999999999997 -0.23194499999999998 0.41379000000000005 0.12958500000000003 0.033845000000000007 0.10124500000000002 0.076175000000000007 -1.0000000180025095e-35 0.041865000000000006 0.13592500000000005 0.11389000000000002 -0.096089999999999981 0.12765500000000005 -0.13027499999999997 0.084025000000000016 0.024790000000000003 0.094160000000000008 0.17760500000000004 -0.073849999999999985 -0.14186499999999996 -0.066089999999999996 -0.46166999999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 19 13 -6 -1 14 28 16 21 20 23 24 25 18 -10 -5 -4 -9 -16 -2 -3 -8 -27 -28 -11 -13
right_child=1 15 6 5 7 -7 11 12 17 10 -12 29 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.004401863659322677 0.0016070932869090878 0.0010318654202076073 0.0029300091502804295 0.0033453512257785424 0.0035699678671995425 0.001835591711688297 0.0036089114271046193 0.0029507597021639813 0.0039304042006839939 0.002392506460604698 0.0010050717652552033 0.0024261747015950951 0.002029541303047569 0.0043097749701033724 0.0030236733648509469 0.0016564272898966644 0.0026018893202211318 0.0023857490567586598 0.0031621085801659208 0.0024730191909222462 0.0036500530963864733 0.0021994239356276798 0.0020616243491544213 0.0024336313831215422 0.00040033306560886367 0.0037536565646979899 0.0034219012414179579 0.0031043537097774276 0.0016619044256978546 0.0031014944775169472
leaf_weight=22 77 55 27 94 31 43 292 74 33 23 68 21 85 46 28 30 23 21 121 23 1068 35 30 22 45 68 295 119 52 150
leaf_count=22 77 55 27 94 31 43 292 74 33 23 68 21 85 46 28 30 23 21 121 23 1068 35 30 22 45 68 295 119 52 150
internal_value=0 0.00187851 0.00342842 0.00213883 0.00293312 0.00281421 0.00352753 0.00257118 0.0033465 0.00177863 0.00146707 0.00337185 0.00241158 0.00365961 0.00206241 0.000957388 0.00344765 0.00321382 0.00332674 0.00317387 0.0036323 0.00270951 0.00252606 0.00179077 0.000747676 0.00347278 0.00339031 0.00333063 0.00188596 0.00301856
internal_weight=0 590 2531 460 422 160 2109 225 197 300 143 968 194 1141 157 130 797 175 154 117 1095 109 58 99 100 774 482 414 75 171
internal_count=3121 590 2531 460 422 160 2109 225 197 300 143 968 194 1141 157 130 797 175 154 117 1095 109 58 99 100 774 482 414 75 171
is_linear=0
shrinkage=0.00137286


Tree=1163
num_leaves=31
num_cat=0
split_feature=1 52 3 148 124 0 12 51 43 131 149 3 147 10 1 49 44 3 48 0 4 160 43 131 2 1 51 16 51 160
split_gain=18.3277 5.2114 2.92218 2.14079 2.25427 2.00184 1.97562 1.84305 2.86432 1.86431 2.09159 1.85538 1.83802 1.73827 1.52363 1.40339 1.93729 1.94585 1.86499 2.38297 2.30824 1.95106 1.94766 2.25801 2.04251 2.96859 2.73535 2.07414 1.91354 1.85811
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 -0.095079999999999984 0.0049200000000000008 0.22582000000000002 -0.42850999999999995 0.10876000000000001 -0.24021999999999996 0.096070000000000016 0.077335000000000015 0.076840000000000006 0.093615000000000018 -0.086389999999999981 0.13501500000000002 0.11560500000000001 1.0000000180025095e-35 0.10542000000000001 0.093265000000000015 -0.057069999999999989 -0.17966999999999997 -0.085834999999999981 -0.0019149999999999998 0.023795 0.085730000000000015 0.085605000000000014 0.086685000000000012 -0.081414999999999987 -0.15042499999999998 -0.015149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 7 13 -4 8 -5 10 11 -10 -13 -1 -8 16 17 18 20 -20 21 -15 28 24 29 27 -27 -26 -22 -24
right_child=1 2 6 4 -6 -7 14 -9 9 -11 -12 12 -14 15 -16 -17 -18 -19 19 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00095351278961909266 0.0024338224392020809 3.7127934290694545e-05 0.0014758493403949874 0.0031113269307396245 0.00041338421813888487 0.00087959933946894883 0.000969162354979687 0.0022708114911322206 0.00099922088457189456 0.0024500282095075644 0.002488755685280385 0.0020912656704205135 0.00058531805786828691 0.0042517225676248606 -0.00038870921050194259 0.0018244830955391074 0.0036513282583095804 0.0013594516161999171 0.0020504751618564076 0.00040447113030560387 0.0032669232344698478 0.0026946403381752767 0.0035931040228693117 0.00336660979559312 0.0023607978966384206 -5.9062729980641755e-05 0.0020135070964942365 0.0015600243361693679 0.0023681841957385215 0.0022182093793105006
leaf_weight=20 93 21 35 20 36 21 28 65 250 30 27 70 21 20 40 130 21 44 142 20 49 81 22 26 138 30 22 121 1299 179
leaf_count=20 93 21 35 20 36 21 28 65 250 30 27 70 21 20 40 130 21 44 142 20 49 81 22 26 138 30 22 121 1299 179
internal_value=0 0.00144601 0.00130314 0.00143458 0.00149112 0.00225193 0.000614009 0.00157145 0.0014627 0.00137986 0.00129261 0.0011979 0.00174374 0.00226412 0.000170414 0.0022753 0.00230177 0.00228885 0.00230788 0.00184726 0.00234543 0.00300297 0.00231022 0.00208312 0.00201794 0.00179125 0.000817794 0.00198669 0.00240085 0.0023687
internal_weight=0 736 643 540 519 2385 103 483 418 398 368 341 91 2364 68 2344 2214 2193 2149 162 1987 101 1886 538 512 311 52 259 1348 201
internal_count=3121 736 643 540 519 2385 103 483 418 398 368 341 91 2364 68 2344 2214 2193 2149 162 1987 101 1886 538 512 311 52 259 1348 201
is_linear=0
shrinkage=0.0044645


Tree=1164
num_leaves=31
num_cat=0
split_feature=1 155 2 457 15 160 11 10 15 4 131 1 0 2 49 4 159 2 15 3 1447 1209 1447 16 159 483 43 3 156 11
split_gain=14.8845 4.76451 2.95558 3.51196 3.33807 2.61062 2.32396 2.02895 1.98509 2.80808 2.71976 3.23877 1.85097 1.72412 1.51331 1.48899 1.42163 1.34595 1.3365 2.08325 1.62658 1.46736 1.43797 1.32316 1.31617 2.21165 1.5732 1.5364 1.51948 2.55942
threshold=0.10124500000000002 0.11245500000000001 0.12043500000000001 0.079590000000000008 -0.41942499999999994 -0.077849999999999989 0.084110000000000004 0.10223 -0.41942499999999994 -0.04890499999999999 0.090030000000000013 0.13869000000000004 0.22582000000000002 -0.0050599999999999994 -0.048674999999999989 0.51388000000000011 0.014475000000000003 0.13404500000000005 0.040760000000000005 -0.15447499999999995 -0.086059999999999984 0.091045000000000001 -0.085024999999999989 -0.0094449999999999968 0.082585000000000006 -0.070084999999999981 -0.092909999999999979 0.090900000000000009 -0.078174999999999981 0.076160000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 -2 13 -7 15 -10 11 14 17 -6 -11 -4 -15 18 21 -20 -21 24 -22 -5 25 -1 -26 28 -27 -30
right_child=1 -3 8 23 6 7 -8 -9 9 10 -12 -13 -14 16 -16 -17 -18 -19 19 20 22 -23 -24 -25 26 27 -28 -29 29 -31
leaf_value=0.0025127895858805664 0.0016526211629829201 0.0023233125356054442 0.0018089820641573209 0.00084007262619441444 0.00085463473351710204 -0.00047877000907656908 0.0030383392087427442 0.0010986932242652847 0.0015593451166247708 0.0011471847084551046 0.0016418171633037532 -0.0011464428272882118 0.00064097246788494939 0.0019146211820098102 -6.0784939944475124e-05 0.00072005181156344251 0.0010120776703624499 0.0012291259725849021 0.0029906473320818572 0.0028551026298711162 0.00093958156016643157 0.00076800800795106758 0.0020038268027923172 -0.00045608313186018383 0.0028818030518029895 0.0023830534090707989 0.0019857744015532009 0.0011184391121499991 0.0017864835004046131 0.00063618106824860554
leaf_weight=70 40 66 46 46 44 31 22 27 35 31 20 33 20 187 45 43 37 48 40 39 23 22 976 20 42 69 199 66 698 36
leaf_count=70 40 66 46 46 44 31 22 27 35 31 20 33 20 187 45 43 37 48 40 39 23 22 976 20 42 69 199 66 698 36
internal_value=0 0.0012423 0.00114139 0.00134444 0.00149705 0.000825793 0.00172389 0.000255566 0.00077701 0.000502489 0.000215745 -4.59194e-05 0.00191535 0.00161599 0.00043194 0.00128287 0.00176554 0.0019263 0.00194098 0.00204853 0.00201223 0.00184452 0.00197932 0.000447298 0.00186459 0.00179341 0.00214193 0.00173546 0.00178618 0.00173007
internal_weight=0 773 707 454 388 98 290 58 253 164 129 109 2348 268 76 89 224 2328 2280 1078 1038 1202 999 66 1180 939 241 869 803 734
internal_count=3121 773 707 454 388 98 290 58 253 164 129 109 2348 268 76 89 224 2328 2280 1078 1038 1202 999 66 1180 939 241 869 803 734
is_linear=0
shrinkage=0.004207


Tree=1165
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 4 15 43 1 10 39 0 12 1 45 2 4 3 159 52 1212 16 42 403 403 133 51 2 1209 4
split_gain=12.0564 3.85925 2.54276 2.25069 3.08128 2.54419 2.66759 2.54748 1.64214 1.59691 1.5152 1.29638 1.28472 1.33207 1.2444 1.19838 1.41342 1.95487 1.32449 2.93894 1.57043 3.20076 1.80708 1.77776 1.35834 1.22065 1.15052 1.85115 1.18394 1.14167
threshold=0.10124500000000002 0.11245500000000001 0.31299000000000005 0.10222000000000002 -1.0000000180025095e-35 -0.050494999999999991 -0.026084999999999994 -0.00045499999999999995 0.13534000000000004 -0.0026549999999999994 0.10076500000000001 -0.07384499999999998 -0.42850999999999995 0.13501500000000002 0.081955000000000014 0.13501500000000002 -0.082249999999999976 0.092670000000000016 -0.085489999999999997 0.11277500000000001 0.090840000000000018 -0.079734999999999986 0.075730000000000006 -0.0076149999999999994 -0.15148499999999998 0.081415000000000015 -0.16666999999999996 0.10613000000000002 -1.0000000180025095e-35 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 9 -5 7 -7 -9 -2 14 29 -4 -14 15 16 18 -18 -1 20 22 -22 26 24 -24 -17 -20 28 -28 -6
right_child=1 -3 12 5 11 6 -8 8 -10 -11 -12 -13 13 -15 -16 25 17 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0029140096324014558 0.0011375308617229804 0.00221896605713039 0.0011960603340680754 0.0020014698182288003 0.0031743610639592031 0.00053816062630317836 -0.00032396930439869805 0.0016674101586324804 0.00026833089360088903 -0.00036868099350147952 0.00089370517001437569 0.0015153356469482194 0.00074662538365177962 -0.00040555611424160598 0.0028998138265122798 0.00028716804032184252 0.0018024221970659052 0.00079077557757208192 0.0030463207912332568 0.00068713353591636742 0.0020383938681976677 -7.4845266516592059e-05 0.0025145492505027323 0.0021841384022419879 0.0041054141465479109 0.0018282845678742076 0.0010264037277298438 0.00066015945980282538 0.0020983216139508314 0.0019256897647665237
leaf_weight=32 47 66 35 41 20 129 36 102 20 20 34 123 40 40 22 20 1600 39 20 33 50 20 20 62 23 21 22 21 309 54
leaf_count=32 47 66 35 41 20 129 36 102 20 20 34 123 40 40 22 20 1600 39 20 33 50 20 20 62 23 21 22 21 309 54
internal_value=0 0.00118651 0.00109013 0.00120813 0.00151497 0.000961166 0.000812551 0.000975558 0.00143805 0.000687915 0.00182933 0.00179625 0.000482651 0.000170535 0.00184308 0.00183293 0.00184671 0.00177835 0.00202979 0.001981 0.00205906 0.00143461 0.0021507 0.00266792 0.00336548 0.00107652 0.00200471 0.00194553 0.00202708 0.00226317
internal_weight=0 773 707 592 264 328 287 251 122 67 2348 197 115 80 2314 2292 2251 1639 612 580 547 70 477 105 43 41 372 352 331 74
internal_count=3121 773 707 592 264 328 287 251 122 67 2348 197 115 80 2314 2292 2251 1639 612 580 547 70 477 105 43 41 372 352 331 74
is_linear=0
shrinkage=0.0044645


Tree=1166
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 10 14 49 4 1 1 1 2 47 13 16 160 3 0 43 43 13 130 160 4
split_gain=450.542 72.4105 47.2305 43.0288 29.7736 21.4106 16.5071 15.3185 12.9883 11.1772 9.67983 9.53057 5.98793 5.94858 6.15456 5.89249 5.81071 5.72738 4.53579 4.51247 4.43753 8.05344 5.33959 4.6034 4.35943 5.31625 4.2985 5.42693 10.2984 4.21014
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.077845000000000011 -0.062879999999999978 0.062655000000000016 0.005085000000000001 -0.013514999999999998 0.093100000000000002 0.14804000000000003 0.091450000000000017 0.14753000000000002 0.08265500000000002 -0.078704999999999983 0.0057500000000000008 -0.080934999999999993 0.084940000000000015 -0.055064999999999996 0.066275000000000014 0.12266000000000001 -0.0044799999999999987 -0.054924999999999995 -0.061914999999999991 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 17 6 8 -6 11 -5 15 16 -12 24 18 -4 20 26 19 -15 22 -22 -1 -23 -10 -26 -3 -28 -29 -2
right_child=1 2 10 9 7 -7 -8 -9 13 -11 12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0035004373087023214 0.0035312909539357441 0.0016062579928608405 0.00094028207299505853 0.0030849570817399184 0.0029666692839618288 0.0023054577598612914 0.0020777855207143548 0.0018149573308086319 0.0033713404070544882 0.0019494826437946896 0.0011048491872885278 0.0040286462763832256 0.0020052352611414593 0.0032820753574972512 0.002280747877621545 -0.00015914910760642088 0.0031746600506804517 0.0010001831931922029 0.0037431437605888107 0.0029278053951325381 0.0023874827036834113 0.0031858278280214925 0.0028291419699207477 0.0039780617313494599 0.0024199564053158816 0.0032679177501209163 0.0012879624565813009 0.003078476465148936 0.0018826354561162883 0.0027589640477819208
leaf_weight=981 50 156 24 28 83 48 24 39 411 69 112 59 20 133 22 21 210 24 24 218 24 72 28 22 26 49 21 21 78 24
leaf_count=981 50 156 24 28 83 48 24 39 411 69 112 59 20 133 22 21 210 24 24 218 24 72 28 22 26 49 21 21 78 24
internal_value=0 0.00186626 0.0016915 0.00326658 0.00196715 0.0033074 0.00332828 0.0025985 0.00334145 0.00227725 0.00103431 0.00343246 0.00124127 0.00319757 0.00305992 0.000427214 0.00340615 0.0017104 0.00310563 0.00306204 0.00344928 0.00317116 0.00348181 0.00337124 0.00331002 0.00297396 0.00177216 0.00198784 0.0021363 0.00328081
internal_weight=0 673 599 2448 422 2351 2303 122 2279 97 177 1396 132 883 397 45 1337 300 375 351 1127 118 1009 94 486 75 276 120 99 74
internal_count=3121 673 599 2448 422 2351 2303 122 2279 97 177 1396 132 883 397 45 1337 300 375 351 1127 118 1009 94 486 75 276 120 99 74
is_linear=0
shrinkage=0.00151575


Tree=1167
num_leaves=31
num_cat=0
split_feature=1 4 1 2 3 133 0 484 13 0 2 16 1 147 3 151 48 3 15 4 156 0 0 50 133 133 2 51 13 50
split_gain=11.7971 3.64527 2.47416 1.76739 2.89209 1.9688 1.54065 1.42314 1.67997 1.39889 2.57658 1.59105 1.31333 1.36081 1.40618 1.23542 1.18987 1.84109 1.58257 1.30798 1.57973 1.52964 1.40488 1.32111 1.28521 1.06624 1.06391 1.57602 1.02168 1.02016
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.10222000000000002 -0.017889999999999996 -1.0000000180025095e-35 0.22582000000000002 -0.076559999999999975 -0.0034749999999999994 -0.10474999999999998 0.25063000000000007 -0.43320999999999993 0.12500000000000003 1.0000000180025095e-35 0.088060000000000013 -0.079059999999999978 0.10168500000000001 -0.073309999999999986 -0.13578499999999996 0.042705000000000007 0.013700000000000002 -0.11242999999999999 -0.094299999999999981 -1.0000000180025095e-35 0.081415000000000015 -0.082724999999999979 0.15950500000000004 -0.064959999999999976 -0.013304999999999999 -0.23452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 15 25 16 -7 -9 11 26 -4 13 14 -10 -3 18 -18 28 29 21 -21 -23 -24 -25 -5 27 -11 -1 -20
right_child=1 2 9 5 -6 7 -8 8 12 10 -12 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0028610275371037399 0.002064499335777585 0.0028665361021377274 0.00046512956456240827 0.00077476352758897276 0.00075943858540716207 -3.5749888933101532e-05 0.00055139691738813606 0.00085135139982579289 0.00090517206843240491 0.0013056069035446269 -0.0010330609032979615 0.0021701125100850342 0.0025238618398601398 0.00059029002408216794 0.0023002940979358335 0.0016787033592387559 0.0017131508424450442 0.00046213352936446897 0.0028386175277247496 0.0023588859465827469 0.00035589349307881425 0.0010165045706303538 0.0011260951712107031 0.0013765984843243158 0.0025948460490766729 -0.00068304767013607282 0.0014932759812118516 -9.5574834754688322e-05 0.001929929422616478 0.0018248231394392192
leaf_weight=46 78 20 24 20 74 20 20 128 24 24 23 20 24 31 36 137 81 33 20 44 22 88 41 28 45 20 22 48 48 1832
leaf_count=46 78 20 24 20 74 20 20 128 24 24 23 20 24 31 36 137 81 33 20 44 22 88 41 28 45 20 22 48 48 1832
internal_value=0 0.00114935 0.00104664 0.0011929 0.00148706 0.000968643 0.00178522 0.00110899 0.00120321 0.000561516 0.000306313 0.00124012 0.00159484 0.00134982 0.00174225 0.00183002 0.00179582 0.00135101 0.00181872 0.00179359 0.00150207 0.00160458 0.00144027 0.00176739 0.00212757 4.58579e-05 0.000634032 0.000371486 0.00238557 0.00183577
internal_weight=0 773 695 534 231 303 2348 263 243 161 117 44 115 91 60 157 2328 114 2214 2120 268 246 202 114 73 40 94 72 94 1852
internal_count=3121 773 695 534 231 303 2348 263 243 161 117 44 115 91 60 157 2328 114 2214 2120 268 246 202 114 73 40 94 72 94 1852
is_linear=0
shrinkage=0.0044645


Tree=1168
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 159 1 2 4 14 132 1 47 1447 159 457 1 1 1 0 131 16 160 3 0 16
split_gain=480.677 79.6637 50.0272 40.4033 28.6011 28.4179 17.2488 14.8486 14.2859 14.2462 12.4477 10.6481 11.8684 10.2255 7.39267 6.21935 6.1862 5.6806 5.52157 5.63106 13.7503 4.94532 4.6111 6.17644 4.42692 4.30497 7.93387 5.75174 4.25054 4.13876
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.11474000000000002 -1.0000000180025095e-35 0.077845000000000011 0.14753000000000002 0.42051500000000003 0.062655000000000016 0.08764000000000001 0.091450000000000017 0.090100000000000013 -0.082869999999999985 0.082585000000000006 0.048635000000000005 0.084525000000000003 0.15799000000000005 0.085110000000000005 -0.078904999999999989 0.091440000000000007 0.0057500000000000008 -0.080934999999999993 0.086245000000000016 -0.055064999999999996 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 16 6 7 13 -6 -4 -5 12 -11 15 21 25 -3 -9 19 -19 -21 -13 23 -20 -2 27 -27 -1 -28 -7
right_child=1 2 9 10 8 29 -8 17 -10 11 -12 14 -14 -15 -16 -17 -18 18 22 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0030542286501644604 0.0030720315085423508 0.0014817490447296008 0.0019823578782719974 0.0027630791920463197 0.002651768634432583 0.0015766611088251484 0.0018356423137266559 0.0032430066735211014 0.0015644241747845634 0.0016215750545767315 0.0017604214630637471 0.00067303201052183259 0.00091013597028082309 0.003514669442447218 0.0013103433410518556 0.0027747395859505594 0.0020845345964527937 0.0027494364453263197 0.0031074043545763477 0.0030450029793948185 0.001607074815668928 -6.2606412067547717e-05 0.0035482288843038086 0.002468295792778504 0.0023735086219107836 0.0021323961375454697 0.0028003467508364043 0.0024258120144161821 0.0034373395780315915 0.0023241135505815249
leaf_weight=985 54 190 26 28 77 26 24 42 26 63 69 49 94 59 21 210 32 666 75 20 23 21 21 36 20 24 72 24 22 22
leaf_count=985 54 190 26 28 77 26 24 42 26 63 69 49 94 59 21 210 32 666 75 20 23 21 21 36 20 24 72 24 22 22
internal_value=0 0.00164174 0.00148837 0.00285202 0.00182492 0.00288512 0.00290525 0.00291652 0.00237729 0.00108918 0.00204985 0.000995537 0.00119562 0.00299794 0.000650341 0.00297513 0.00156864 0.00278779 0.00276506 0.00272072 0.00227588 0.00045234 0.00300323 0.00290013 0.00288324 0.00301247 0.00278325 0.00303928 0.00294943 0.00191924
internal_weight=0 673 599 2448 325 2351 2303 2279 103 274 97 248 157 1396 91 1337 222 883 841 709 43 70 132 111 74 1127 118 1009 94 48
internal_count=3121 673 599 2448 325 2351 2303 2279 103 274 97 248 157 1396 91 1337 222 883 841 709 43 70 132 111 74 1127 118 1009 94 48
is_linear=0
shrinkage=0.00126831


Tree=1169
num_leaves=31
num_cat=0
split_feature=1 155 1 44 2 2 132 10 3 13 123 14 2 16 2 48 48 16 3 52 43 45 0 12 2 2 1429 50 159 0
split_gain=11.6552 3.40207 2.54885 2.33681 2.60086 2.75699 1.79395 1.71206 1.6311 2.26786 1.60229 1.98312 1.50897 1.62744 1.54746 1.37892 1.56641 4.41825 1.28279 1.42983 1.32248 1.18667 1.15647 1.14976 1.12383 3.01528 2.8999 1.92664 1.81918 1.9534
threshold=0.10124500000000002 0.11245500000000001 0.14860500000000001 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 0.092880000000000004 -0.062879999999999978 -0.014944999999999998 -0.013634999999999998 0.11679000000000002 -0.22253999999999999 0.13404500000000005 0.11346000000000002 -0.090999999999999984 -0.065224999999999991 0.085130000000000025 -0.4179199999999999 0.11658 -0.057699999999999994 -0.078654999999999989 0.081955000000000014 -0.14116499999999996 0.092465000000000006 0.08647500000000001 0.086675000000000016 0.084545000000000009 0.11859500000000002 0.11361500000000001 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 8 10 -4 -2 -10 11 -6 14 -14 -1 -13 17 22 20 -20 -18 24 -17 -7 26 -26 27 28 29 -16
right_child=1 -3 7 -5 6 23 -8 -9 9 -11 -12 15 13 -15 21 16 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00060281832182061418 0.0013084817217135813 0.001893940510678704 -0.00080427848607792537 0.002114932272103397 0.001577430221210939 0.0021974133585801929 -0.00044767008864529906 0.00060387679199837502 0.00088550017843323466 -0.00074551486499697462 -0.00028017526590498365 0.0013912336752453978 0.00019312885166121552 0.0016697598782660483 0.0024778138525872028 0.0016842698045263752 0.00081294341275860659 -0.00085602859895982271 0.0010536928681233464 -0.00026228256645773312 0.0019495030925879935 0.0025949931134514178 0.00035762898271035512 0.001404056837403851 -2.8546194804952298e-05 0.0015535819730053729 0.00040685855403470523 0.00066671281942572798 0.00070830705060410362 0.0017587189021141959
leaf_weight=25 61 66 20 30 54 44 20 48 46 20 21 42 26 23 67 22 47 38 27 27 26 20 21 93 20 1298 27 26 25 791
leaf_count=25 61 66 20 30 54 44 20 48 46 20 21 42 26 23 67 22 47 38 27 27 26 20 21 93 20 1298 27 26 25 791
internal_value=0 0.00101595 0.000933984 0.00101319 0.000958913 0.001261 0.000727752 0.000189713 0.000831812 0.000391253 0.000800086 0.000874709 0.0015884 0.000886241 0.00160337 0.000722921 0.000587974 0.000148581 0.000868217 0.000395705 0.00121775 0.00161436 0.00103638 0.00165886 0.00160566 0.00152957 0.00171281 0.0017516 0.00178354 0.00181487
internal_weight=0 773 707 639 609 264 345 68 127 66 325 304 2348 49 2299 250 208 81 127 54 73 2274 43 137 2254 1318 936 909 883 858
internal_count=3121 773 707 639 609 264 345 68 127 66 325 304 2348 49 2299 250 208 81 127 54 73 2274 43 137 2254 1318 936 909 883 858
is_linear=0
shrinkage=0.00404364


Tree=1170
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 14 159 2 457 1 2 42 9 1 4 3 0 47 15 475 52 52 12 147 16 52 12 15 16
split_gain=408.213 48.9216 48.1936 36.2452 27.5654 20.9263 14.3951 14.1296 11.4449 12.381 11.387 8.88596 8.61219 6.62862 6.60311 6.44731 8.52907 5.69022 7.5069 5.09612 4.9677 5.5883 6.25021 5.05361 4.95744 4.50776 4.20841 4.09485 4.22695 4.03492
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.10045500000000002 0.13075500000000004 0.076975000000000002 0.082585000000000006 0.14285500000000004 0.080930000000000016 0.077845000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085555000000000006 0.16540500000000002 -0.081224999999999978 0.090900000000000009 -0.068944999999999992 0.080455000000000013 -0.072289999999999979 -0.066784999999999983 0.039215000000000007 -1.0000000180025095e-35 0.10149500000000002 0.088610000000000008 0.19444000000000003 -0.52606999999999993 0.091200000000000017 -0.15914499999999995 -0.007794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 6 24 11 12 9 20 -4 13 -5 -1 -7 -13 27 18 29 -19 -6 22 23 -22 -3 -23 -2 28 -17 -14
right_child=1 5 10 7 8 14 -8 -9 -10 -11 -12 15 17 -15 -16 16 -18 19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013218010134860162 0.0024601089842481191 0.0012544510423244514 0.0021590363043639711 0.0021097553487541393 0.0024601548169428562 0.00060483116587438596 0.0028827140964507135 0.00070709836709916408 0.0014302433878194899 0.0014119678640527318 0.0012776365415204454 0.0024663623046266986 0.0015477877633128295 0.0021989003205073899 -0.00011745087169961032 0.0028156872085198358 0.0017775835171455361 0.00054363452381134768 0.0019668399819690709 0.001306451009909776 0.0022379852386583015 0.0023579565915132234 0.0016241359264715948 0.0017177928676057701 0.00062165821825802253 0.0017736132688635953 0.0019199629541992481 0.0022356604688099522 0.0023652378129103645 0.00078861103142436272
leaf_weight=20 28 112 28 21 67 130 75 59 39 34 83 581 20 32 21 31 41 22 29 29 103 132 54 36 21 22 78 411 742 20
leaf_count=20 28 112 28 21 67 130 75 59 39 34 83 581 20 32 21 31 41 22 29 29 103 132 54 36 21 22 78 411 742 20
internal_value=0 0.00116609 0.00227002 0.00149764 0.00230534 0.000808855 0.00236937 0.00119819 0.00205122 0.00210528 0.00149997 0.00234865 0.00140368 0.00186155 0.000504381 0.00236267 0.00231349 0.00128011 0.00150386 0.000977393 0.00216221 0.00210469 0.0019692 0.00210326 0.00115454 0.00227448 0.00206264 0.00233205 0.0023833 0.0011682
internal_weight=0 590 2531 306 2420 284 1933 200 487 448 111 1858 141 52 151 1806 1225 120 69 51 414 347 193 139 133 154 106 1184 773 40
internal_count=3121 590 2531 306 2420 284 1933 200 487 448 111 1858 141 52 151 1806 1225 120 69 51 414 347 193 139 133 154 106 1184 773 40
is_linear=0
shrinkage=0.00119516


Tree=1171
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 159 1 4 2 1 52 1 457 43 52 39 156 4 43 159 47 4 48 4 2 3 16
split_gain=657.065 106.925 68.2538 57.5254 37.2864 33.2046 25.3483 18.2963 17.4365 16.9235 16.2894 14.7041 14.6461 9.11983 6.71605 5.92457 9.22283 5.57567 4.92056 4.89614 4.88759 4.8354 5.0086 4.72266 4.59865 4.58347 4.23866 5.61495 4.22815 4.58499
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.077845000000000011 0.40473500000000007 0.089885000000000007 0.16773500000000005 -0.56176499999999996 0.091195000000000012 0.080930000000000016 -0.016814999999999997 -0.16675999999999999 0.089790000000000023 0.10339000000000002 0.033845000000000007 0.066275000000000014 0.082585000000000006 0.090100000000000013 -0.036839999999999991 0.081805000000000017 0.42051500000000003 0.14753000000000002 0.090900000000000009 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 23 6 7 11 -4 -5 -6 14 19 -13 28 18 -17 -9 20 26 21 22 -15 -3 -2 -11 27 -10 29 -1
right_child=1 2 8 9 10 -7 -8 17 12 25 -12 13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037239983892930462 0.0037509767534711926 0.0019042797847202877 0.0024115215416440879 0.0033757319440789403 0.0032688799226535054 0.002479127203759117 0.0022436889846720112 0.0035717750184514042 0.0017961068175853946 0.0017266848320108025 0.0021571639323459133 0.0039919866689068009 0.00023646661233020993 0.0035075584233190283 0.0034355662118056292 0.0034736520642147228 0.002310711186235354 0.0043528856507088929 0.0028031850987635981 0.0020024300166879218 0.0032590774591054576 0.0032434605270254997 0.0039342339386128642 0.0024414897760593867 0.003062060460063088 0.002426746296838248 0.0011579659514107008 0.0011703672703757902 0.0032587337615909316 0.0034263888149083377
leaf_weight=984 50 190 26 28 71 48 24 20 56 24 32 45 20 402 220 25 21 65 21 20 190 101 52 32 24 45 110 42 38 95
leaf_count=984 50 190 26 28 71 48 24 20 56 24 32 45 20 402 220 25 21 65 21 20 190 101 52 32 24 45 110 42 38 95
internal_value=0 0.00206046 0.00187922 0.00350379 0.00228019 0.00354407 0.00356626 0.00358019 0.00140362 0.00252747 0.00292349 0.00355738 0.00129795 0.00342509 0.00364217 0.00339368 0.00294274 0.00416909 0.00342076 0.00139106 0.00343816 0.00349947 0.00355643 0.00198172 0.00352754 0.00218325 0.00133228 0.00152793 0.00368286 0.0036978
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 103 2194 248 857 1337 812 46 85 766 228 745 555 454 222 74 69 208 98 1117 1079
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 103 2194 248 857 1337 812 46 85 766 228 745 555 454 222 74 69 208 98 1117 1079
is_linear=0
shrinkage=0.00129368


Tree=1172
num_leaves=31
num_cat=0
split_feature=1 4 3 2 9 3 3 15 14 124 11 376 2 123 16 0 4 3 4 10 12 2 16 48 4 3 15 13 131 16
split_gain=14.0599 3.78155 2.88539 2.21602 2.89953 1.67566 1.77069 1.7276 1.65526 1.64249 1.87875 1.83888 1.68899 1.55515 1.39036 1.38641 1.36986 1.38709 1.80999 1.32676 1.32173 1.87833 1.28214 1.23157 1.87043 1.88069 1.20633 1.77784 1.58771 1.18798
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 0.10222000000000002 -1.0000000180025095e-35 0.084940000000000015 0.11658 -0.0088349999999999974 -0.46413499999999996 -0.076779999999999987 0.094815000000000024 0.084545000000000009 0.13404500000000005 0.083430000000000018 0.11346000000000002 0.024095000000000002 -0.082249999999999976 0.092670000000000016 0.0045450000000000013 -0.0026549999999999994 -0.42850999999999995 0.15950500000000004 -0.51370499999999997 0.092680000000000026 -0.50940999999999981 -0.10115999999999999 -0.14712999999999996 -0.066634999999999986 0.090175000000000019 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 19 8 -7 22 -5 11 12 13 16 -1 -14 26 23 -18 -19 -3 -4 -22 -8 24 25 -11 -6 28 -28 -26
right_child=1 2 20 5 15 6 7 -9 -10 10 -12 -13 14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0013901239504195148 0.0019969186065710584 0.0010550582209642564 0.0010840485917194788 0.0016525283874135822 0.0027530893322199133 0.002282256966072684 0.00068798363997796719 -5.3373677785569056e-05 0.00053588131157083021 0.0038094866060006016 0.00051003863953951974 0.002132772342690689 0.00036615092230339905 -2.0146592971920619e-05 0.0017861369726982856 0.00066018065911166782 0.0017796878862565107 8.7607181452302067e-05 0.001801233737446064 -0.00028361791622722311 0.00048339973576731976 -0.0010117241730738407 0.0018883116496914755 0.0010421476323759383 0.0023628322774120894 0.002154784119258994 0.0030044667426521623 0.001261500570513946 0.0017015816922890407 0.0018574430078383605
leaf_weight=31 78 38 35 27 20 26 28 20 181 20 20 25 26 25 23 22 1567 20 24 20 58 20 36 23 103 31 25 90 49 410
leaf_count=31 78 38 35 27 20 26 28 20 181 20 20 25 26 25 23 22 1567 20 24 20 58 20 36 23 103 31 25 90 49 410
internal_value=0 0.00111858 0.00102 0.00113944 0.00142436 0.000902914 0.00132285 0.0010259 0.000680831 0.00177272 0.00179375 0.00118407 0.00180518 0.000760539 0.00103267 0.0016583 0.0018224 0.001759 0.00102231 0.000593446 0.000404818 0.000100035 0.00136317 0.00199639 0.0020353 0.00280369 0.00177764 0.00165868 0.00214175 0.00195891
internal_weight=0 773 695 582 264 318 110 84 208 2348 2267 81 2247 56 49 206 2198 1611 44 58 113 78 64 587 564 51 184 164 74 513
internal_count=3121 773 695 582 264 318 110 84 208 2348 2267 81 2247 56 49 206 2198 1611 44 58 113 78 64 587 564 51 184 164 74 513
is_linear=0
shrinkage=0.004207


Tree=1173
num_leaves=31
num_cat=0
split_feature=1 155 1 1456 48 13 474 474 43 1 0 4 14 2 156 52 41 48 3 131 159 160 403 131 481 2 133 52 1456 42
split_gain=11.3885 3.11966 2.29009 2.04179 2.4186 1.72387 1.8112 1.55174 1.9008 1.73054 1.50157 1.35563 1.19499 1.51753 1.41834 1.93675 1.39817 1.22106 1.55858 1.06157 1.56611 1.22438 1.6328 1.19039 1.43994 1.17601 1.17593 3.65138 1.25962 1.52496
threshold=0.10124500000000002 0.084785000000000013 0.16773500000000005 -0.049894999999999995 0.15372000000000002 -0.0044799999999999987 0.088985000000000022 0.096435000000000007 0.0047850000000000011 0.13265500000000002 0.22582000000000002 -0.010655 0.062655000000000016 -0.090999999999999984 0.085790000000000019 -0.069804999999999992 0.079395000000000007 0.10168500000000001 -0.073309999999999986 0.09055500000000001 0.04105000000000001 -0.00067499999999999993 -0.49218499999999993 0.089325000000000015 -0.23316499999999998 0.14122000000000004 0.11524500000000001 -0.0080349999999999987 0.056265000000000009 0.097640000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 7 11 8 -5 -10 12 -7 13 -1 15 -14 -17 19 -19 23 21 -21 -23 24 -15 26 28 -28 29 -26
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 14 17 -16 16 -18 18 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00039153909582048256 0.0016465328304298321 0.0014055593198165905 -0.00031742353244727008 0.00058124765877795657 -0.00032514357830633464 0.0014865494810181428 0.0019732573020855965 -0.00013745083724092224 0.0019004968044099512 0.00070785940414209059 0.00036001323141387115 0.00078077124899738227 0.0006125225941265392 0.0021666854342693204 0.0024442058002457274 0.0023504867023582299 0.0011605375668405525 0.0011983020114200303 0.00032276692178307282 0.00096489734035675595 0.0024242202045308505 0.0008478400259628343 0.00173391446796069 0.00051120717390114366 0.0012588022770333022 0.00065222113817561898 -0.00032245987284346768 0.0011934801334355935 0.0015986230825634051 0.0017263242596292062
leaf_weight=22 29 89 23 293 24 38 20 28 26 30 20 173 22 21 21 26 20 79 33 49 20 29 133 23 1324 34 20 201 166 85
leaf_count=22 29 89 23 293 24 38 20 28 26 30 20 173 22 21 21 26 20 79 33 49 20 29 133 23 1324 34 20 201 166 85
internal_value=0 0.000809668 0.000732132 0.000768652 0.00072837 0.000769956 0.00100012 0.000628927 0.000690413 0.00126158 0.00128316 0.000907878 0.00129109 0.00127581 0.00167559 0.00143822 0.00183312 0.00128458 0.000940332 0.0013029 0.00151932 0.00143354 0.0015753 0.00127622 0.00128573 0.00127562 0.00128742 0.00105629 0.00131985 0.00128701
internal_weight=0 773 684 661 632 608 231 377 349 56 2348 211 2328 2239 89 68 46 2217 112 2105 231 211 162 1874 1851 1830 1796 221 1575 1409
internal_count=3121 773 684 661 632 608 231 377 349 56 2348 211 2328 2239 89 68 46 2217 112 2105 231 211 162 1874 1851 1830 1796 221 1575 1409
is_linear=0
shrinkage=0.00338353


Tree=1174
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 44 2 400 39 41 3 16 16 0 49 16 376 12 52 159 2 52 150 1 13 3 43 15 4 3
split_gain=9.33178 3.20439 2.8677 2.06524 2.06351 2.0268 1.88379 2.17301 2.06605 1.73496 2.23837 2.32268 1.73361 2.0267 2.05617 3.26598 1.34873 1.5428 1.32159 2.4501 1.26218 1.22425 1.08271 1.20185 1.25884 1.42609 1.27611 1.00902 1.00813 1.37014
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.25063000000000007 0.081805000000000017 0.092365000000000017 -0.07520499999999998 0.098220000000000016 0.083975000000000008 -0.14186499999999996 0.40391000000000005 -0.45661999999999997 -0.10836499999999999 -0.061079999999999988 -0.008904999999999998 0.081970000000000015 -0.029094999999999999 0.039215000000000007 0.10600500000000002 0.092755000000000018 -0.075329999999999994 0.12026500000000001 0.10374500000000002 0.10820000000000002 -0.13927999999999999 0.0061450000000000003 -0.11033999999999998 -0.084369999999999987 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 18 6 16 -8 9 10 11 -9 -12 14 -14 -16 17 -4 22 -20 -15 -10 23 -2 25 -25 -27 -22 -19 -30
right_child=4 -3 5 -5 -6 -7 7 8 21 -11 12 -13 13 20 15 -17 -18 28 19 -21 27 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00048143268452902988 -0.00028115147104844254 0.00045684741925313988 0.0020783279312399394 0.0010302528707373006 -0.00045251159272617636 0.0020854644331185657 3.2181125605635324e-05 0.0024063491451889719 0.00094431918825326269 0.00030556839690011476 0.0018453079644643177 0.0012910340210037683 0.0012458133885399345 0.00033975434692371344 0.00092143730493434827 -0.00089119188831709962 0.00047685283567166706 0.0014701655765769963 0.0014274799714038716 5.2340976372655195e-05 0.0019663887036849778 -0.00025178142826354943 0.0012332028269203736 0.0012906020314934067 -0.00033011391268067045 0.00062919953934234053 -0.00029528681542295194 0.0011649678850158079 0.0012692073965813522 0.00038579283366445435
leaf_weight=22 27 74 35 27 24 38 25 39 24 30 42 70 36 24 30 24 26 368 63 24 22 22 26 36 20 121 24 500 1254 24
leaf_count=22 27 74 35 27 24 38 25 39 24 30 42 70 36 24 30 24 26 368 63 24 22 22 26 36 20 121 24 500 1254 24
internal_value=0 0.00120867 0.00122942 0.000351537 0.000585493 0.00124576 0.00123346 0.00109665 0.00112748 0.00117 0.00120295 0.00169009 0.00112464 0.00107705 0.00056782 0.000115824 0.00130463 0.00131743 0.000658549 0.00104813 0.00116099 0.000372271 0.00052511 0.000444362 0.000541819 0.000638165 0.000476181 0.00119874 0.00130126 0.00125262
internal_weight=0 2756 2682 49 365 2633 2595 888 863 817 787 109 678 636 90 54 1707 1681 341 87 546 46 254 228 201 181 145 522 1646 1278
internal_count=3121 2756 2682 49 365 2633 2595 888 863 817 787 109 678 636 90 54 1707 1681 341 87 546 46 254 228 201 181 145 522 1646 1278
is_linear=0
shrinkage=0.00366245


Tree=1175
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 4 0 1 0 4 4 12 0 14 1 474 12 1 157 51 160 2 4 1 2 15
split_gain=503.153 83.1971 55.6776 45.7831 33.1241 24.7742 17.798 17.4466 17.1805 16.8679 15.1514 12.5877 10.3987 10.149 8.304 9.73726 8.19485 7.53617 6.55034 5.52344 5.17356 4.73414 4.58022 3.96058 4.12949 3.7617 4.73087 3.74081 3.96014 3.69597
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.13082500000000002 0.40473500000000007 -0.11173999999999999 0.077845000000000011 -0.079119999999999982 0.27834500000000006 -0.49013999999999996 0.08401500000000002 -0.15599999999999997 -1.0000000180025095e-35 0.16540500000000002 0.079590000000000008 0.09320500000000001 0.11669000000000002 -0.23976499999999998 -0.085989999999999997 -0.013084999999999998 0.099185000000000009 -0.55119499999999988 0.088975000000000012 0.090175000000000019 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 7 10 18 -6 16 -5 22 17 20 -16 -1 -9 -4 27 25 23 -12 -3 -25 26 -14 28 -19 -8
right_child=1 2 8 11 9 -7 29 13 -10 -11 12 -13 14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0026317189503934123 0.0028736304206253868 0.0010663091445175601 0.00078149573705498887 0.0026922885770129701 0.0025847155905640903 0.001945571713147934 0.0037451855321634 0.0034367372465015913 0.0018337457019625754 0.0015455794850552842 0.0024813636970201871 0.0016387628403718758 0.0040233048780337569 0.0017462434701331535 0.0020806857012399902 0.0027931897090734833 0.001626077695031537 0.0031711170265605803 1.0476042445914819e-05 0.0020377718311475283 0.0027058170219988295 0.0012334880195877267 0.0030415147943158773 0.0021018697661845682 0.0015487610740575405 0.0029431154674103089 0.0032145087023972038 0.0023318754756645774 0.002672957436839023 0.0031876401656943569
leaf_weight=43 76 23 150 28 85 48 47 21 26 40 26 67 20 22 36 462 21 32 22 26 36 116 1134 29 124 32 34 47 211 37
leaf_count=43 76 23 150 28 85 48 47 21 26 40 26 67 20 22 36 462 21 32 22 26 36 116 1134 29 124 32 34 47 211 37
internal_value=0 0.00157115 0.00141019 0.00284724 0.00168378 0.00288377 0.00290346 0.00288073 0.000834001 0.00225219 0.00293254 0.00194928 0.00295522 0.00261459 0.00281727 0.00274168 0.00230174 0.00267128 0.000682877 0.00262041 0.00312581 0.00144045 0.00302896 0.00157685 0.0016536 0.00330162 0.00351406 0.00267265 0.00273856 0.0034996
internal_weight=0 691 615 2430 417 2335 2287 2203 198 125 1844 95 1780 359 620 498 64 337 172 316 122 292 1160 176 153 86 54 290 243 84
internal_count=3121 691 615 2430 417 2335 2287 2203 198 125 1844 95 1780 359 620 498 64 337 172 316 122 292 1160 176 153 86 54 290 243 84
is_linear=0
shrinkage=0.00131955


Tree=1176
num_leaves=31
num_cat=0
split_feature=1 123 44 2 0 11 11 1 4 150 148 147 3 4 49 47 40 1429 483 1454 51 51 11 43 16 157 0 43 0 16
split_gain=9.54707 2.68186 1.95504 1.84902 2.12269 1.78926 2.25934 1.37223 1.36831 1.31543 1.26367 1.82298 1.20129 2.68372 1.40712 1.17617 1.18862 1.1017 1.08701 1.90124 1.85611 1.4329 1.60258 1.28037 1.24368 1.80783 1.66909 1.5821 1.56516 1.21659
threshold=0.11910500000000002 1.0000000180025095e-35 0.081805000000000017 0.10252500000000002 -0.13843999999999998 0.086080000000000018 0.080705000000000013 0.16773500000000005 -0.50427999999999995 0.091105000000000005 -0.10069499999999999 0.08598500000000002 -0.10217499999999997 -0.14098499999999997 0.12497000000000001 0.085505000000000012 -0.0087249999999999984 -0.087914999999999979 -0.095084999999999989 0.074020000000000016 -1.0000000180025095e-35 0.11144500000000002 0.077415000000000012 -0.080884999999999985 0.0028900000000000006 -0.081364999999999979 -0.026509999999999995 -0.086304999999999979 -0.083914999999999976 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 10 15 -6 -3 -1 17 13 -10 -14 -2 -17 -12 19 20 -19 22 24 -23 29 -26 27 -27 -29 -20
right_child=7 9 -4 4 8 -7 -8 -9 12 -11 11 -13 14 -15 -16 16 -18 18 21 -21 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0025075944216218925 0.00054212896966048213 0.0010124510113106141 0.0024967599105011574 0.00066912666975725273 0.0021978903602303634 0.00049899899724854769 0.0026589133942667158 -0.00035633158871109115 0.0014310815452466693 -5.3000372498489222e-05 0.0021958850595762752 0.00070338022410818034 0.0014888347489571969 -4.53841670314173e-05 0.00064210777119870607 0.00034925577224826786 0.0013904274700239849 0.0033621131335108698 0.0014727204803586952 0.00082052218705865835 0.0017787444814458425 -2.5927765414588401e-05 0.0026427711226434262 0.0011829884493241053 0.00021955785510317574 0.0016647995827135443 0.0019935974540659014 2.4487687807762789e-05 0.0011144473388420583 0.002111251670095102
leaf_weight=20 227 141 29 114 29 34 28 23 53 24 36 57 264 37 40 27 69 20 1327 20 38 20 20 69 30 71 51 29 119 55
leaf_count=20 227 141 29 114 29 34 28 23 53 24 36 57 264 37 40 27 69 20 1327 20 38 20 20 69 30 71 51 29 119 55
internal_value=0 0.00137764 0.00141052 0.00139832 0.00117863 0.00145603 0.00147222 0.000636523 0.00131594 0.000857476 0.00145546 0.00144473 0.00125103 0.00082409 0.00137742 0.000707222 0.0010976 0.00146691 0.00145287 0.00193904 0.00232473 0.0014317 0.00145891 0.000911322 0.00144483 0.0011993 0.00130816 0.00114854 0.000900874 0.00149813
internal_weight=0 2775 2610 2581 537 2044 2010 346 423 165 1982 1962 394 90 304 323 96 1905 1869 78 58 1791 1702 89 1682 300 270 219 148 1382
internal_count=3121 2775 2610 2581 537 2044 2010 346 423 165 1982 1962 394 90 304 323 96 1905 1869 78 58 1791 1702 89 1682 300 270 219 148 1382
is_linear=0
shrinkage=0.004207


Tree=1177
num_leaves=31
num_cat=0
split_feature=1 2 124 1375 44 14 0 4 3 4 11 40 4 51 13 51 0 43 400 9 4 0 15 49 12 4 1212 1212 160 156
split_gain=7.74688 2.35993 2.15121 1.39632 1.29429 1.29296 1.95801 2.24459 4.30537 1.94367 1.53985 1.85424 1.3283 1.49482 1.95032 2.15853 1.84993 1.34018 2.45521 1.24089 1.4581 1.97371 2.07674 1.19671 1.16724 1.15634 1.18286 1.83953 1.16976 1.10282
threshold=0.12000500000000001 0.15361500000000003 -0.076779999999999987 -0.27302499999999996 0.081805000000000017 0.076975000000000002 -0.13027499999999997 0.0049200000000000008 -0.020429999999999997 0.19806500000000002 0.097680000000000017 -0.078349999999999989 0.0033150000000000007 0.11144500000000002 -0.061684999999999997 0.14842000000000002 -0.09595999999999999 0.0061450000000000003 -0.065974999999999992 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 -0.007794999999999999 0.09141500000000001 -0.0047449999999999992 -0.014129999999999998 -0.087464999999999987 -0.54200499999999985 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 -9 11 -8 13 16 -15 -16 -13 25 -19 20 -2 -22 -23 -11 -20 26 27 -18 -28 -7
right_child=19 -3 3 4 -6 29 10 9 -10 23 -12 12 -14 14 15 -17 17 18 24 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00075554736068935043 0.00084238053641737763 -2.21556263339302e-05 0.00031559178576922437 -0.0013021701628507518 0.002104604034607693 0.0014647549243559156 0.0024541417208161298 0.0021780612332435319 0.00083209883667254632 0.00036607489484180822 0.00018319368460093847 0.002083104243881583 0.0010416181685335712 0.0012995784254032623 -0.00070898174267421327 0.0010276956669100202 0.0014577683961493791 0.0022856980364163639 0.00050656151507575743 -0.00021846443205445653 0.0012019731586690471 0.00035709943939788124 -0.0010172520437912241 0.0013213378091678054 0.0011149966815279793 0.0017855779164645351 0.0018782119354164982 0.0027284639697214169 0.0012520003610592856 0.0025525804440156268
leaf_weight=166 185 26 27 20 28 64 21 26 68 37 22 51 418 64 22 25 98 23 80 32 28 64 25 51 145 93 51 23 1118 20
leaf_count=166 185 26 27 20 28 64 21 26 68 37 22 51 418 64 22 25 98 23 80 32 28 64 25 51 145 93 51 23 1118 20
internal_value=0 0.0011904 0.00120181 0.00123036 0.00123998 0.00123045 0.00121358 0.000832188 0.000347038 0.00120669 0.00124776 0.00125825 0.00124689 0.00129474 0.000840251 0.000214783 0.00132474 0.00130102 0.0010273 0.000538706 0.000618936 0.000265627 -2.89543e-05 0.000919693 0.000898664 0.00135011 0.00131871 0.00169931 0.00127932 0.00172376
internal_weight=0 2787 2761 2595 2568 2540 2456 202 88 114 2254 2232 2211 1793 111 47 1682 1631 248 334 302 117 89 88 225 1383 1290 121 1169 84
internal_count=3121 2787 2761 2595 2568 2540 2456 202 88 114 2254 2232 2211 1793 111 47 1682 1631 248 334 302 117 89 88 225 1383 1290 121 1169 84
is_linear=0
shrinkage=0.00404364


Tree=1178
num_leaves=31
num_cat=0
split_feature=1 123 44 15 157 133 1456 133 2 1424 15 393 403 3 15 41 12 49 4 43 159 155 3 12 484 150 9 481 455 51
split_gain=6.27497 1.97374 1.32636 1.26173 1.97107 1.71474 1.64963 1.57875 3.05695 1.39876 1.48928 2.45546 1.72462 1.76385 2.38409 1.46186 2.22998 1.31205 1.23729 1.16025 1.18929 1.32686 1.12352 1.61416 1.22976 1.24194 1.11729 1.17306 1.21628 1.10956
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.024640000000000006 -0.0091799999999999989 0.076280000000000014 -0.081804999999999989 0.08784500000000002 0.090675000000000019 0.084555000000000005 -0.11033999999999998 0.086030000000000009 -0.082179999999999989 0.11296500000000002 -0.0058549999999999991 1.0000000180025095e-35 0.086505000000000012 -0.14715999999999999 0.0012600000000000003 -0.032879999999999993 -0.23203499999999996 0.10022500000000002 0.30112000000000005 -0.42850999999999995 -0.011854999999999999 0.10325000000000002 0.081890000000000004 -0.050084999999999991 0.08729000000000002 -0.085384999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 29 10 18 12 -12 15 -15 26 -17 -6 -8 20 -9 -22 24 -24 -2 -26 27 -14 -29 -7
right_child=22 -3 -4 4 17 7 9 19 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0018345030060968927 0.0017649714478337399 0.00072955141760139221 0.0022057809527412054 0.0025554546799339346 0.00031864099132284637 0.0020276324142070568 0.0019299979715651466 0.0019365296631967221 0.0028677238932700412 0.0021667825788347231 -6.8870980927832596e-05 -0.00071839986679903011 0.0017558696614725744 0.0008684053215810973 -0.0010740102110476451 0.00126694478281466 -0.00088347938255425569 0.0013348754922222707 0.0010814291896197262 0.0020333207619168455 0.001058564111293305 -0.00016265104790554849 0.00092216505480816947 -0.00031607158841731874 0.00050189637256883445 0.0016926028632142497 0.0021501958353383451 0.00093306510886082092 0.0019852513112546318 0.0011741442464391859
leaf_weight=49 21 169 29 27 27 43 50 29 36 20 36 20 45 38 20 20 20 1087 124 28 238 20 34 61 198 20 20 449 24 119
leaf_count=49 21 169 29 27 27 43 50 29 36 20 36 20 45 38 20 20 20 1087 124 28 238 20 34 61 198 20 20 449 24 119
internal_value=0 0.00120652 0.00123731 0.00122646 0.00133971 0.00113723 0.00102115 0.00134879 0.00166742 0.000976167 0.00094867 0.000853976 0.000900773 0.000955659 0.000198607 0.00103163 0.000191733 0.00131025 0.00132527 0.0011485 0.00106218 0.000963896 0.000546004 0.000127087 0.000712519 0.000611136 0.00109407 0.00105329 0.000986453 0.00140069
internal_weight=0 2787 2618 2589 1141 1448 935 513 198 886 866 692 672 636 58 578 40 1114 174 315 287 258 334 95 239 218 538 518 473 162
internal_count=3121 2787 2618 2589 1141 1448 935 513 198 886 866 692 672 636 58 578 40 1114 174 315 287 258 334 95 239 218 538 518 473 162
is_linear=0
shrinkage=0.00455379


Tree=1179
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 1 2 49 47 1 2 16 2 159 150 1 2 52 52 150 2 15 481 4 1 1 0
split_gain=699.726 110.699 61.1656 54.4728 40.8025 31.8307 23.0691 20.5833 17.5323 16.9136 12.7092 12.3505 10.6638 15.6816 10.0439 7.82359 6.7327 6.20235 6.09825 5.96395 6.32619 5.46833 5.40167 7.04375 4.83839 4.83684 4.76255 4.41541 4.11288 5.90047
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.077845000000000011 0.14122000000000004 -0.054984999999999992 0.090100000000000013 0.089770000000000016 0.090425000000000019 -0.042349999999999992 -0.0091949999999999983 0.082585000000000006 1.0000000180025095e-35 0.13075500000000004 0.089005000000000015 0.40674500000000008 0.12418000000000001 1.0000000180025095e-35 0.11263500000000001 0.013270000000000002 -0.0066299999999999996 0.038415000000000012 0.122715 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 16 6 12 11 -4 17 -2 21 19 15 -13 -14 22 26 -5 20 -1 24 23 -3 -6 -21 28 -12 29 -7
right_child=1 4 8 18 7 9 -8 -9 -10 -11 27 14 13 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030765143127493792 0.0015999046305552659 0.0021697286115057867 0.0026949628610938533 0.0013737810089645467 0.00025062071860684662 0.002793951466713017 0.0037329844482289561 -0.00030466507858182662 0.0013811637226028687 0.0017122485998669625 0.0028580481768222575 0.00081009793623428071 0.002015116151065486 0.001597792193101365 0.0019733888291519714 0.0028661467349127934 0.00087614097919847087 0.0020385683153628532 0.00053858598078664933 0.0032452782985823267 0.0023333028120067598 0.0010498973118340383 0.0012329869069675422 0.0012309319850756237 0.00093032860511190428 0.0028219036813653805 0.0024786443538136285 0.0021517379222040812 0.0030752214640144639 0.0020999172784584527
leaf_weight=953 23 42 28 60 115 169 76 50 69 41 100 43 23 23 22 268 38 30 24 60 23 28 57 25 25 448 131 21 78 28
leaf_count=953 23 42 28 60 115 169 76 50 69 41 100 43 23 23 22 268 38 30 24 60 23 28 57 25 25 448 131 21 78 28
internal_value=0 0.0012379 0.00285013 0.00203132 0.000831388 0.00289509 0.00297729 0.000510573 0.0017604 0.00257213 0.00255409 0.000685517 0.00294535 0.00271091 0.00120383 0.00279888 0.00139182 0.00265299 0.00113515 0.00299496 0.003059 0.00048498 0.00154986 0.00181943 0.000371997 0.00287191 0.00269839 0.00273547 0.00280306 0.00269531
internal_weight=0 673 2448 228 445 2351 1874 283 97 477 144 233 1798 314 65 291 162 436 84 1484 976 168 124 67 140 508 406 121 275 197
internal_count=3121 673 2448 228 445 2351 1874 283 97 477 144 233 1798 314 65 291 162 436 84 1484 976 168 124 67 140 508 406 121 275 197
is_linear=0
shrinkage=0.00140032


Tree=1180
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 4 0 2 0 14 42 1 0 160 4 4 13 16 52 0 15 2 3 147 4 15
split_gain=498.456 62.5537 56.0971 46.1606 31.8699 20.7094 20.6545 18.02 15.2224 13.0759 11.9805 10.1879 9.93824 9.1462 8.65552 8.40314 7.73175 10.1557 7.01497 8.20133 9.43411 8.62298 6.99447 6.22585 9.61235 5.96721 5.76766 5.2409 4.58008 11.4069
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.090285000000000018 0.082585000000000006 -0.17966999999999997 0.033845000000000007 -0.068189999999999987 0.092235000000000025 -0.23194499999999998 0.076175000000000007 -1.0000000180025095e-35 0.15471500000000002 -0.066089999999999996 -0.081069999999999989 0.098655000000000007 -0.062539999999999984 -0.011914999999999999 -0.008904999999999998 1.0000000180025095e-35 -0.11242999999999999 -0.095244999999999982 0.10402500000000002 -0.065229999999999996 0.088610000000000008 -0.064054999999999987 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 27 13 14 -6 16 11 -10 -1 23 -5 -7 -8 -18 19 20 -16 -21 25 24 -4 -13 -19 -3 -14 -30
right_child=1 5 6 7 8 15 9 -9 10 -11 -12 22 28 -15 18 -17 17 26 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0036831122825645509 0.0026289826897071974 0.0015149152039626052 0.0032290236028840466 0.0025880387488893854 0.0029505172954917749 0.00083186080157273573 0.0029629870209320788 0.00087132066987102039 0.0025150113159569682 0.0024666024542611916 0.0011873185726044855 0.002108235737009267 0.0029697507600068437 0.0036834148406417111 0.0012638015631891463 6.4370490207614798e-05 0.0017227583390444141 0.0029034210351410782 0.0023748665117537555 0.0015787482698034897 0.0025665951120879475 0.00049663799708089817 0.0025246765026657775 0.0030791985953116442 0.0019139808529323073 0.0013225248761821703 0.0023471367133767146 0.0007675428801099378 0.0027907299664712329 0.0017519080081455766
leaf_weight=22 106 112 20 21 31 116 598 59 61 171 35 29 72 46 20 35 20 131 20 35 22 23 20 1053 22 49 48 21 76 27
leaf_count=22 106 112 20 21 31 116 598 59 61 171 35 29 72 46 20 35 20 131 20 35 22 23 20 1053 22 49 48 21 76 27
internal_value=0 0.0014659 0.00286715 0.00189656 0.00241024 0.00100189 0.00295858 0.00150837 0.00205722 0.00281108 0.00191447 0.00207454 0.00281344 0.00308372 0.00177494 0.000653966 0.00288498 0.00265058 0.00163264 0.0014842 0.00194622 0.00114964 0.00180037 0.00305852 0.00254019 0.00161465 0.00275425 0.00139691 0.00270411 0.00251842
internal_weight=0 590 2531 306 422 284 2109 200 225 968 194 159 197 1141 141 151 797 199 120 100 42 58 98 1095 42 78 179 133 175 103
internal_count=3121 590 2531 306 422 284 2109 200 225 968 194 159 197 1141 141 151 797 199 120 100 42 58 98 1095 42 78 179 133 175 103
is_linear=0
shrinkage=0.00137286


Tree=1181
num_leaves=31
num_cat=0
split_feature=1 52 1 12 123 2 14 4 2 4 1 47 132 133 52 1 2 1 16 160 3 4 1 14 13 15 2 47 13 12
split_gain=415.688 68.6499 45.2508 31.1726 31.0164 22.1787 16.1651 14.8013 13.631 13.2707 10.9793 7.92046 5.80929 6.27132 5.73445 6.24855 8.81605 5.68056 5.28642 5.93251 5.67 5.50812 5.25553 4.28432 4.70251 4.19109 3.9244 5.46729 3.78937 3.71697
threshold=0.104035 -0.40967499999999996 0.13604000000000002 0.088105000000000003 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.089885000000000007 0.27834500000000006 0.09253500000000002 0.13082500000000002 0.091050000000000006 0.089200000000000015 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.16540500000000002 0.0057500000000000008 -0.069549999999999987 -0.066704999999999987 -0.10429499999999998 0.083835000000000007 -1.0000000180025095e-35 -0.0075049999999999987 0.090455000000000021 0.11362000000000001 0.078345000000000012 -0.079299999999999995 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 6 7 8 18 -5 -6 17 13 23 -10 29 -17 -4 20 22 -1 -21 -20 24 -3 -8 27 -25 -15 -16
right_child=1 2 11 9 10 -7 25 -9 14 -11 -12 -13 -14 28 15 16 -18 -19 19 21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0033101739336944829 0.0031363273008372765 0.0017382947781494551 0.00099986912243199924 0.0028520878949177594 0.0029544628294019084 0.0021443079259860606 0.0040993011603717095 0.0019277908674033457 0.0035342599309675315 0.0018310488478315099 0.0019006293544483537 0.00185621540354063 0.00086663555228615381 0.0016310800274042581 0.003102079006795292 0.0017684598037935476 0.0029396274373636191 0.00018425449946906654 0.0019981691547577628 0.0038467987662303637 0.0029159176518259032 0.0030164044398359392 0.0029893766570867975 0.0017119775001407816 0.0026894559534640225 0.003430678735923353 0.0014679496727578139 0.0025256876485156934 0.00073734411068034653 0.0028880889194916187
leaf_weight=1087 76 24 132 85 34 48 47 22 43 42 61 21 20 20 441 22 40 22 21 22 87 89 27 88 22 37 94 23 22 302
leaf_count=1087 76 24 132 85 34 48 47 22 43 42 61 21 20 20 441 22 40 22 21 22 87 89 27 88 22 37 94 23 22 302
internal_value=0 0.00180391 0.00163926 0.00189347 0.00311013 0.003144 0.00316498 0.00314058 0.00315282 0.00251442 0.00227779 0.0010001 0.00164152 0.00169441 0.00300552 0.00297728 0.00252405 0.000883353 0.00324652 0.00299223 0.00328096 0.00318099 0.00255572 0.00178334 0.0021932 0.00380479 0.00169138 0.00188058 0.00116293 0.0030151
internal_weight=0 691 615 440 2430 2335 2287 2203 2181 127 95 175 313 293 848 805 62 154 1333 159 1174 111 48 251 46 84 205 111 42 743
internal_count=3121 691 615 440 2430 2335 2287 2203 2181 127 95 175 313 293 848 805 62 154 1333 159 1174 111 48 251 46 84 205 111 42 743
is_linear=0
shrinkage=0.00148603


Tree=1182
num_leaves=31
num_cat=0
split_feature=1 155 0 133 2 2 149 43 2 10 133 40 457 158 151 480 52 2 1204 159 9 16 483 15 147 12 124 43 159 483
split_gain=10.7539 2.27406 2.05507 2.13683 1.81377 1.70801 1.56421 1.64119 1.52646 1.93243 2.02366 1.50458 1.446 1.32155 1.41903 1.27428 1.25171 1.62689 1.28732 1.21648 1.20257 1.69006 1.17649 1.16553 1.4028 1.05351 1.04157 1.27407 1.22184 2.34174
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 -0.24227499999999996 -0.0091949999999999983 0.092365000000000017 0.079625000000000015 -0.50775499999999985 0.11448000000000001 1.0000000180025095e-35 0.085635000000000003 -0.0061149999999999998 0.10021000000000001 0.085030000000000008 0.10365500000000001 0.11747 -0.45478499999999994 0.13501500000000002 -0.068659999999999985 0.11389500000000001 0.081890000000000004 -0.0064149999999999997 0.0015150000000000003 -0.042209999999999991 0.094075000000000006 -1.0000000180025095e-35 -0.076779999999999987 -0.080324999999999994 0.0089800000000000019 -0.06916499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 20 13 7 -7 9 10 11 -5 15 14 19 16 -9 18 -18 -6 -1 -22 -15 -10 -25 -13 27 -20 -28 -30
right_child=1 -3 -4 8 5 6 -8 12 23 -11 -12 25 -14 22 -16 -17 17 -19 26 -21 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=9.4562479009928463e-05 0.0018860480250309534 0.001698725914025236 -0.00056010199672438946 0.002342039422967694 0.0014220130907467766 9.1271864564597811e-05 0.002307437895950234 0.0015439418531162793 0.00057812914174822203 0.00020589786004884936 0.00019893301049390353 0.00036145995415459269 0.00029215362384445523 0.0019317648185355452 0.00053659211328312205 0.0022056902200212826 0.00020429868764120328 0.00038788783335474888 0.0012359128195638365 0.00043725492221420662 0.00042062963989079519 0.0018958949842964739 0.00097468755156380896 -0.00065662732074138691 0.00068875778004489393 0.0013542040529950189 0.0011905888192184034 7.0127741256940284e-05 0.0004522225304136491 0.0019633671181953582
leaf_weight=29 23 35 21 20 1382 21 20 150 223 47 30 21 26 127 30 21 20 42 34 20 26 23 24 29 21 84 443 26 20 83
leaf_count=29 23 35 21 20 1382 21 20 150 223 47 30 21 26 127 30 21 20 42 34 20 26 23 24 29 21 84 443 26 20 83
internal_value=0 0.000720662 0.000654704 0.000705931 0.00132969 0.00134834 0.00121107 0.00118632 0.000648788 0.000910048 0.00112357 0.00134548 0.00121291 0.00142691 0.00138971 0.00124144 0.00121668 0.0011432 0.00119387 0.00140797 0.000734414 0.0011131 0.00177965 0.000455474 -9.15656e-05 0.00115566 0.00122653 0.000730739 0.00128102 0.00166994
internal_weight=0 554 519 498 2567 2489 906 886 475 202 155 125 865 1583 1432 839 818 668 626 1402 78 49 151 273 50 105 606 60 546 103
internal_count=3121 554 519 498 2567 2489 906 886 475 202 155 125 865 1583 1432 839 818 668 626 1402 78 49 151 273 50 105 606 60 546 103
is_linear=0
shrinkage=0.00396435


Tree=1183
num_leaves=31
num_cat=0
split_feature=4 3 2 2 9 4 0 11 0 16 4 0 49 12 0 401 401 4 10 160 391 52 159 1374 42 16 157 12 50 42
split_gain=8.87675 3.23821 2.80026 1.97584 1.74386 1.52324 1.86524 1.79826 2.00199 3.52096 1.95869 3.77569 1.84025 1.78643 2.06914 1.97962 3.58089 1.64144 1.26639 1.25675 1.23817 1.1659 2.03224 1.11658 1.08636 1.05215 1.04378 1.29802 1.17043 1.46623
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 -1.0000000180025095e-35 -0.082249999999999976 -0.019414999999999998 0.077290000000000011 -0.11173999999999999 -0.010264999999999998 -0.0016099999999999997 -0.14832499999999996 -0.052259999999999994 0.11650500000000001 -0.087319999999999995 0.080190000000000011 0.089695000000000011 -0.55119499999999988 -0.0087699999999999983 -0.54913999999999985 -1.0000000180025095e-35 0.039215000000000007 0.10600500000000002 0.086000000000000007 0.086375000000000021 -0.095094999999999985 -0.096984999999999974 0.092465000000000006 1.0000000180025095e-35 0.11159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 18 13 7 8 9 10 11 -7 -11 14 -6 17 -17 -16 -1 -10 -21 -2 -23 26 25 -12 27 -22 -28 -30
right_child=3 -3 -4 -5 5 6 -8 -9 19 12 24 -13 -14 -15 15 16 -18 -19 -20 20 23 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00094825003910042687 0.00043363612252845531 0.00033761307519667431 -0.000168102839524869 -0.00054747176475527419 0.0018019898604958789 0.0013475223692691464 0.00020504356178140375 0.0019789599831499922 0.0018797263887711077 0.00079360322185987285 0.0016840610556655504 -0.00073034109187373965 -0.00065984283959420688 0.00020265512552725901 0.0022618324357985896 -0.00068231148196681933 0.0014790255687708114 0.0012617868945056252 -0.00028253604564709538 0.0018966652621743693 0.0011142228817396767 0.0012871112538043233 9.6643075259635237e-06 0.0017586822021227885 0.00062152511841161401 0.00092032105869288572 0.0010611826052828377 6.8566956144441339e-05 0.0014163073468731486 0.0007932904155467681
leaf_weight=28 254 74 23 24 111 26 32 33 32 20 71 23 31 20 24 20 23 502 20 29 37 63 24 37 31 39 1077 30 299 64
leaf_count=28 254 74 23 24 111 26 32 33 32 20 71 23 31 20 24 20 23 502 20 29 37 63 24 37 31 39 1077 30 299 64
internal_value=0 0.00110851 0.00112978 0.000488559 0.00114101 0.00115398 0.00109937 0.0011146 0.00109915 0.000781671 0.00101561 0.000372199 -8.9864e-05 0.00130307 0.00133543 0.00124442 0.000473753 0.00130742 0.000435423 0.00114682 0.00113191 0.000561477 0.000934712 0.00111755 0.00123921 0.00141328 0.00110181 0.000646019 0.00112301 0.00130646
internal_weight=0 2756 2682 365 2659 2611 1911 1879 1846 241 190 49 51 700 680 569 43 526 48 1605 1573 341 87 1544 141 110 1507 67 1440 363
internal_count=3121 2756 2682 365 2659 2611 1911 1879 1846 241 190 49 51 700 680 569 43 526 48 1605 1573 341 87 1544 141 110 1507 67 1440 363
is_linear=0
shrinkage=0.0037357


Tree=1184
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 1375 2 14 457 52 41 42 133 42 1373 151 1 43 3 40 1373 12 483 0 51 160 2 1453 399 402
split_gain=7.19017 2.62295 2.26821 1.60043 1.42035 1.12813 1.56569 1.10543 1.08302 1.04573 1.23644 1.08706 2.20888 1.01044 1.00872 1.48964 2.33627 2.19121 1.68043 1.36758 1.34593 1.10374 1.43668 1.32381 3.19388 2.61275 2.30885 1.30103 1.16351 1.11138
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.086340000000000014 -0.16449999999999998 0.087675000000000017 0.076175000000000007 -0.15747999999999998 -0.075329999999999994 0.092100000000000015 0.09112000000000002 0.032270000000000007 0.08426500000000002 0.078175000000000008 -0.086654999999999982 0.086105000000000015 -0.016814999999999997 0.12745000000000004 0.051255000000000002 0.087305000000000008 0.087695000000000009 -0.070084999999999981 -0.11173999999999999 0.078435000000000019 -0.046074999999999991 0.094835000000000017 -0.078454999999999983 0.088015000000000024 0.11732500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 -1 8 -7 -2 11 13 -13 -11 15 16 -10 -18 19 21 -16 22 27 24 25 -24 -27 -17 -23 -25
right_child=3 -3 -4 -5 -6 7 -8 -9 14 10 -12 12 -14 -15 20 18 17 -19 -20 -21 -22 28 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.0014114446539487857 -0.00025411880507361575 0.00033547689897584003 -0.00016703921714694155 -0.00054400778664122124 0.00020974647072415138 0.00028493718136836756 -8.8616789087103174e-05 0.0016018938921656912 0.0011781785991335876 0.00059862744979119139 0.0016147036279099743 -0.00058839358832243178 0.00085701346480024821 0.0014783684067498787 0.0025210233233631226 0.0012010322079108559 0.00066286540136293952 -0.00092954689320380287 0.0020007467303371049 0.00012453345367125965 0.0011929667690339224 0.0010466271838688829 2.3460065446604478e-05 0.0012537070596385746 -0.0006154379257230692 0.0028051971796476225 0.00094118934440637814 0.0023678088355652094 0.0015279285289888501 0.002239446638789425
leaf_weight=20 25 74 23 24 28 25 29 91 95 199 20 37 35 25 21 29 49 21 40 22 34 1199 22 717 22 20 26 37 92 20
leaf_count=20 25 74 23 24 28 25 29 91 95 199 20 37 35 25 21 29 49 21 40 22 34 1199 22 717 22 20 26 37 92 20
internal_value=0 0.0011015 0.00112264 0.000485468 0.00113379 0.00114362 0.000523653 0.00115539 0.00113908 0.000557924 0.000622168 0.000555105 0.000114235 0.000696813 0.00114774 0.00113514 0.00075689 0.000185142 0.00116293 0.00114773 0.00170004 0.00115804 0.00126953 0.00122279 0.000750571 0.00119251 0.00175163 0.00185513 0.00108093 0.00128046
internal_weight=0 2756 2682 365 2659 2631 49 2582 2491 341 316 296 72 224 2466 2411 165 70 2246 2206 55 2184 893 827 90 68 46 66 1291 737
internal_count=3121 2756 2682 365 2659 2631 49 2582 2491 341 316 296 72 224 2466 2411 165 70 2246 2206 55 2184 893 827 90 68 46 66 1291 737
is_linear=0
shrinkage=0.00412451


Tree=1185
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 4 1 2 4 0 0 1 52 0 157 15 52 2 160 50 394 4 3 160 3 160
split_gain=384.341 66.0864 39.5497 33.9629 20.6766 18.3594 15.2439 13.9827 10.9076 10.6538 9.94874 9.59568 8.50818 12.3837 7.25977 7.11223 6.319 6.1508 4.28792 4.50402 4.17676 5.09411 6.76888 4.13332 4.02292 3.97456 4.05299 4.6887 4.11819 3.85222
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.27834500000000006 0.27287000000000006 0.077845000000000011 0.14285500000000004 0.0061450000000000003 -0.11173999999999999 -0.079119999999999982 0.16540500000000002 0.039215000000000007 -0.15599999999999997 -0.028564999999999997 -1.0000000180025095e-35 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 0.10917 -0.079154999999999989 -0.49013999999999996 -0.096544999999999978 -0.054789999999999998 -0.042499999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 12 -6 11 -5 -4 13 17 23 29 18 -1 -14 -20 -3 22 -22 -15 -16 -26 27 -27 -28 -11
right_child=1 2 9 10 8 -7 -8 -9 -10 15 -12 -13 16 14 24 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0025910145900264782 0.0028529368516222986 0.0014118302306596496 0.0018294817743027658 0.0026913638449563458 0.00262028457114307 0.0020147631275411644 0.0034186016740391238 0.0017667476298136742 0.0017043122393849708 0.0013848301504336303 0.0017360281190346956 0.00099350633946276574 0.0019893316177587326 0.0029930369062212462 0.0021906212866988025 0.00020793321994871822 0.0029012560503598414 0.0017023489376713412 0.002506601394087927 0.0031407861924202022 0.0026887683524221876 0.0014938896772056565 0.0017409914274184365 0.0027357289643761976 0.0030244845019869481 0.0019505522373081017 0.0028417727227600643 0.0026680342458275676 0.0022424268067551241 0.00090971655884920961
leaf_weight=43 76 108 61 28 72 48 84 22 35 43 67 42 25 1033 20 21 117 21 172 23 20 60 43 127 119 22 371 66 22 110
leaf_count=43 76 108 61 28 72 48 84 22 35 43 67 42 25 1033 20 21 117 21 172 23 20 60 43 127 119 22 371 66 22 110
internal_value=0 0.00166887 0.00152255 0.00280647 0.00183154 0.00283857 0.00285586 0.0028344 0.00232067 0.00114552 0.0020176 0.0014886 0.00284517 0.00288111 0.00290202 0.000942432 0.00264853 0.00229942 0.00251412 0.0025814 0.00160497 0.00177456 0.00204187 0.00296487 0.00278445 0.00280425 0.00274976 0.00248866 0.00280822 0.00104325
internal_weight=0 691 615 2430 338 2335 2287 2203 107 277 95 103 2181 1844 1780 174 337 64 220 195 231 123 63 1160 620 600 481 88 393 153
internal_count=3121 691 615 2430 338 2335 2287 2203 107 277 95 103 2181 1844 1780 174 337 64 220 195 231 123 63 1160 620 600 481 88 393 153
is_linear=0
shrinkage=0.00134594


Tree=1186
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 2 0 2 4 4 52 14 0 12 49 42 2 52 0 16 51 16 3 12 2 49
split_gain=486.899 57.7232 54.9929 32.7794 31.5153 26.5823 19.2538 17.4464 17.408 12.28 11.2371 10.199 9.54331 9.51656 9.39482 9.02351 8.50805 7.42702 7.36809 6.56285 6.27772 6.26455 6.11691 7.38144 5.73402 5.13411 5.23865 5.06143 5.03312 4.83761
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.092550000000000007 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 -0.067094999999999988 0.092235000000000025 -0.019614999999999997 0.053180000000000012 0.048770000000000008 0.076175000000000007 -0.23194499999999998 0.13597000000000004 -0.012034999999999999 0.11066000000000001 0.11389000000000002 1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 -0.10386999999999998 -0.059624999999999991 0.16158000000000003 -0.086254999999999984 0.10402500000000002 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 16 7 15 19 -6 -9 11 27 -11 17 -7 22 -1 -8 -2 -3 24 28 23 -4 -18 26 -14 -10 -13 -26
right_child=1 5 6 -5 8 14 13 9 10 12 -12 21 25 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0034401568586198764 0.0016832711726846941 0.0010641639283823052 0.0028304206230619668 0.0012692782104358419 0.0028505562688243154 8.3990166802699325e-05 0.0027173750444390685 0.0022240389483783865 0.0017741322179932646 0.0021897414472750567 0.0010488569661536266 0.0019115057008752352 0.0016709104932841061 0.0022776498199170033 0.00097794305487660543 0.0034649887217813456 0.003153337588382492 0.0020197260296670799 0.0025846430837837475 0.00035751217218846649 0.0018617589689045922 0.0023114313538794731 0.0028848518124375343 0.0018667781692241607 0.0030846310821431413 0.00067057669539196188 0.00088550685024096736 0.0025936990556229794 0.0012040560425393169 0.0023875062563273033
leaf_weight=22 20 133 36 74 31 57 591 39 20 20 33 29 40 125 34 47 32 29 92 29 21 20 1257 24 22 27 25 43 49 100
leaf_count=22 20 133 36 74 31 57 591 39 20 20 33 29 40 125 34 47 32 29 92 29 21 20 1257 24 22 27 25 43 49 100
internal_value=0 0.00134395 0.0027017 0.0019644 0.00225818 0.00105829 0.00279045 0.00124445 0.00191401 0.00157359 0.00176436 0.00191101 0.00134709 0.00261644 0.000417995 0.00288549 0.00265127 0.00268474 0.00242368 0.000937665 0.00255209 0.0016394 0.00286481 0.00244496 0.00264623 0.00116391 0.00136883 0.00233352 0.00146708 0.00251322
internal_weight=0 590 2531 186 422 404 2109 313 225 151 194 161 112 745 91 1364 197 620 112 162 175 98 1317 60 154 92 65 63 78 122
internal_count=3121 590 2531 186 422 404 2109 313 225 151 194 161 112 745 91 1364 197 620 112 162 175 98 1317 60 154 92 65 63 78 122
is_linear=0
shrinkage=0.00134594


Tree=1187
num_leaves=31
num_cat=0
split_feature=1 12 132 403 1375 14 43 12 3 3 3 3 12 4 130 4 159 4 3 2 0 15 51 49 13 49 0 0 159 43
split_gain=9.19862 2.33606 2.27687 2.17345 1.76356 1.82962 1.65841 1.59621 1.55013 1.43295 1.64138 1.3648 1.51736 1.36158 1.25721 1.56883 1.21101 1.1339 1.07024 2.24825 1.82052 1.34467 1.08375 1.18973 1.71969 1.34994 1.50751 1.34961 1.31275 1.25082
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 0.085340000000000013 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 -0.096104999999999982 -0.034684999999999994 0.12178000000000001 -0.13309499999999996 0.30112000000000005 -0.42850999999999995 1.0000000180025095e-35 -0.0060099999999999989 -0.031404999999999995 0.097885000000000014 0.053180000000000012 -0.13309499999999996 0.081685000000000021 -0.068604999999999985 -1.0000000180025095e-35 0.13995500000000002 0.085970000000000005 -0.086254999999999984 0.10969000000000002 -0.082484999999999989 -0.10151999999999999 0.11389500000000001 -0.081779999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 10 -8 14 -13 -10 -2 -16 -14 18 19 -3 22 -21 23 27 29 -26 -27 -20 -29 -25
right_child=11 17 -4 -5 5 -7 9 8 13 -11 -12 12 16 -15 15 -17 -18 -19 20 21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00011537730854096715 -9.1005184166067677e-05 0.0026809071212809919 -0.00018432415043407072 0.0020985736462842243 -0.00045137115422561725 0.0020960203591726362 0.00016095235466461789 0.0016162159470954833 0.00078530992351706489 0.00054447668110963344 0.0013365500173878439 0.00079044880178609392 -0.0006624893522704108 -0.00040381166266109262 0.0016550673040171195 0.0006453351052957473 0.00054644605111229595 0.0010340818950418541 0.00025585840497988082 0.00051414399868914408 0.00092680070177529898 0.001574228327775833 0.0006614730242647226 0.0029744191156937257 0.0017134964154491728 0.000280669457837961 0.0015632887038024229 0.0013365322382840653 0.00053095445766677225 0.0016911768537171529
leaf_weight=23 31 27 26 30 20 25 21 28 74 57 258 34 42 20 29 190 20 282 20 23 212 131 39 23 98 29 31 1217 34 27
leaf_count=23 31 27 26 30 20 25 21 28 74 57 258 34 42 20 29 190 20 282 20 23 212 131 39 23 98 29 31 1217 34 27
internal_value=0 0.001213 0.000985258 0.00103995 0.000979573 0.00102964 0.000973867 0.000607488 0.000781072 0.00112871 0.00124806 0.000513783 0.000103954 0.000532305 0.000671158 0.000779044 -0.00027251 0.00127344 0.00130876 0.00160461 0.00127781 0.0014159 0.00132683 0.00134437 0.00162787 0.00142104 0.000943356 0.00129798 0.00131464 0.00228147
internal_weight=0 2775 582 556 526 503 478 142 122 336 279 346 96 94 250 219 62 2193 1911 181 1730 154 1518 1479 208 158 60 1271 1251 50
internal_count=3121 2775 582 556 526 503 478 142 122 336 279 346 96 94 250 219 62 2193 1911 181 1730 154 1518 1479 208 158 60 1271 1251 50
is_linear=0
shrinkage=0.00404364


Tree=1188
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 159 2 1 2 4 1 2 132 150 2 4 3 47 3 2 4 1 1 3 3 4 12
split_gain=552.734 94.8945 60.848 49.8001 31.0872 28.7547 16.034 15.8057 14.9043 14.7993 14.2026 10.0478 11.1506 9.67202 14.1461 7.393 6.97314 6.887 5.74945 5.10324 4.74459 4.64203 4.54491 4.25898 4.02817 3.87232 3.76199 3.67866 4.14971 3.92172
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.11474000000000002 0.062655000000000016 -1.0000000180025095e-35 0.14530500000000005 0.077845000000000011 0.14753000000000002 0.40945500000000007 0.089770000000000016 0.090425000000000019 0.08764000000000001 1.0000000180025095e-35 -0.0091949999999999983 -0.078439999999999996 -0.13927999999999999 0.090100000000000013 0.090900000000000009 0.088745000000000004 -0.55119499999999988 0.15799000000000005 0.11588000000000001 0.0068900000000000012 -0.096099999999999977 0.022185000000000003 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 25 13 -4 16 -5 12 26 18 17 24 19 -15 23 -7 -3 22 -20 -1 -13 -6 -10 -21 29 -29
right_child=1 2 8 10 6 9 -8 -9 11 -11 -12 15 -14 14 -16 -17 -18 -19 21 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036621812557359134 0.0029000746024216029 0.0013140984256414876 0.0017868039757478809 0.0027027979957986049 0.0028594985205884446 0.0030505440208211995 0.0013756438675011121 0.0035547297807984419 0.0010088769619585134 0.0017276120827633295 0.0015662365006153421 0.00036106145769029412 0.00066949636129086279 0.0020869981017681235 0.0016973227925608254 0.0010602311564808099 0.0020225001099326324 0.0028544596906279283 0.0030170605552638867 0.0021113339055885733 0.0018743077950705829 0.0023263089959167454 0.0028124911059847924 0.0030463467838024467 -0.00034350468760936242 0.0022495765077273663 0.001741642784901791 0.0030793011655964484 0.0024927316709787962 0.0026640824476195052
leaf_weight=21 74 190 26 28 44 62 26 76 22 34 69 49 105 23 23 21 30 268 396 23 32 25 391 651 21 33 30 61 140 127
leaf_count=21 74 190 26 28 44 62 26 76 22 34 69 49 105 23 23 21 30 268 396 23 32 25 391 651 21 33 30 61 140 127
internal_value=0 0.00146215 0.00128451 0.00283941 0.00167839 0.00287841 0.00228952 0.00295351 0.000817306 0.00258337 0.00189432 0.000715665 0.000921922 0.00292809 0.00271349 0.000359816 0.00264905 0.0027938 0.0029735 0.00269456 0.00139485 0.00289729 0.00291543 0.00306559 0.000149692 0.0025981 0.00143163 0.00263168 0.00266817 0.00279881
internal_weight=0 673 599 2448 325 2351 103 1874 274 477 97 248 157 1798 314 91 443 291 1484 413 222 812 787 672 70 77 52 351 328 188
internal_count=3121 673 599 2448 325 2351 103 1874 274 477 97 248 157 1798 314 91 443 291 1484 413 222 812 787 672 70 77 52 351 328 188
is_linear=0
shrinkage=0.00134594


Tree=1189
num_leaves=31
num_cat=0
split_feature=1 1 16 457 132 16 0 43 2 2 4 4 133 34 2 31 10 2 151 1 15 3 160 157 3 4 1213 1212 1451 1429
split_gain=9.41133 2.44381 2.82535 1.92349 1.84374 1.51594 1.46022 2.08087 5.01154 2.2826 2.6158 1.71212 1.58933 1.36669 2.11023 1.98149 1.52067 1.30901 1.41069 1.39797 1.27598 1.2323 1.35568 1.21768 1.27845 1.2093 1.17153 1.56923 1.12229 1.24371
threshold=0.11910500000000002 0.096325000000000008 0.5136400000000001 0.079590000000000008 0.081465000000000024 -0.0094449999999999968 -0.07384499999999998 -0.084004999999999982 0.08734500000000002 0.097070000000000004 -0.07168999999999999 -0.52556499999999995 0.089595000000000022 -0.038779999999999995 0.116525 -0.081689999999999985 0.10223 0.10731 1.0000000180025095e-35 0.085760000000000017 -0.15914499999999995 -0.14186499999999996 -0.081069999999999989 -0.0045449999999999996 -0.045649999999999989 0.41257000000000005 0.12389500000000002 0.11534000000000001 0.088880000000000015 0.085435000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 21 -5 17 8 -8 -10 -11 -9 -12 15 16 -2 -15 18 20 -20 -1 25 -23 -13 -25 -3 27 28 29 -22
right_child=13 2 -4 5 -6 -7 7 11 9 10 12 23 -14 14 -16 -17 -18 -19 19 -21 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021272879935693664 0.00070955722567113259 0.002574046085168695 0.0018394492739892583 0.00068293433747970787 7.9122872457050038e-05 -0.0006871063267051878 -0.0013604567724253079 0.0025958973806615698 0.0021967720183873884 -0.00069900342450568409 0.0017785071511664022 0.0018516325141616618 0.00019243562959729072 0.0015307182120862896 0.00040879753946987038 -0.0012118721892626749 0.00025494746086366906 0.00073849548316527779 0.0012935078899623783 5.6505906329634666e-06 0.0014923201531546791 0.0016730457778505483 0.000917058272303413 0.0012807931670633507 0.00041657217415415148 0.0010729961540565732 0.0020296688397133892 0.00043305024829782629 0.0025321360609289155 0.00078249669572380282
leaf_weight=65 23 23 81 60 34 22 20 21 27 20 34 61 20 73 205 20 25 48 56 24 1394 59 238 232 40 20 76 29 20 51
leaf_count=65 23 23 81 60 34 22 20 21 27 20 34 61 20 73 205 20 25 48 56 24 1394 59 238 232 40 20 76 29 20 51
internal_value=0 0.00134156 0.00107109 0.000934611 0.00107038 0.000315362 0.00140646 0.00118676 0.000681336 0.00108565 0.000680242 0.00135952 0.00119107 0.000560699 0.000666401 -0.000184131 0.00120527 0.00146566 0.00148601 0.000907151 0.00151433 0.00116951 0.00106724 0.00128155 0.0011537 0.00187588 0.00148895 0.00146145 0.00148181 0.00146727
internal_weight=0 2775 537 456 374 82 2238 475 121 101 74 354 54 346 303 43 98 1763 1715 80 1635 340 297 333 272 43 1570 1494 1465 1445
internal_count=3121 2775 537 456 374 82 2238 475 121 101 74 354 54 346 303 43 98 1763 1715 80 1635 340 297 333 272 43 1570 1494 1465 1445
is_linear=0
shrinkage=0.0044645


Tree=1190
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 47 14 52 4 0 0 2 15 16 34 13 16 4 50 151 31 48 47 14 0 1
split_gain=397.12 68.5312 42.2744 38.9841 22.4789 20.7459 15.1602 13.0937 12.7984 11.7963 10.8748 9.30014 10.7087 9.27287 9.38143 7.95505 7.05039 5.56203 5.08154 5.72534 4.82255 4.49314 4.43786 5.39142 4.31588 3.81695 3.79713 3.99605 3.62832 3.62064
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.077845000000000011 0.11474000000000002 0.13082500000000002 0.062655000000000016 1.0000000180025095e-35 0.24564500000000003 -0.11173999999999999 -0.079119999999999982 0.14838000000000004 -0.10469999999999999 -0.039889999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14771999999999999 -0.0070899999999999991 0.089465000000000017 -0.012764999999999997 -0.077289999999999984 0.093265000000000015 0.090100000000000013 -0.23083499999999998 -0.038659999999999993 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 10 -5 21 15 13 12 20 16 -15 18 -1 -18 24 -20 -8 -6 23 -16 -4 -25 27 -3 -24 -29
right_child=1 2 9 7 8 -7 11 -9 -10 -11 -12 -13 -14 14 22 -17 17 -19 19 -21 -22 -23 28 25 -26 -27 -28 29 -30 -31
leaf_value=0.0032301968946249807 0.0029391522676186998 0.0020079182017413762 0.0012774253009689199 0.0028150901376625993 0.0031857973158835183 0.0020306046512117639 0.0030563506519856337 0.001697187646514504 0.0015652845087008945 0.0018812339928563587 0.0034876749996758313 0.0029637564139776773 0.0016768782895210809 0.0030573487169844498 0.0022298490083429174 0.0007078327642045945 0.0019723322367654087 0.0028018605906403636 0.0011601478658191913 0.0018132639947528405 0.0024695285312767708 0.0024687196170520447 0.0029807579579668804 0.0028619416667951358 0.00042689010153778797 0.0023713368884047551 0.0020811080530717453 0.0015781338830821172 0.0036168879118506111 0.0010441675172961691
leaf_weight=20 76 33 22 28 23 48 34 67 26 37 78 110 28 1191 30 84 39 25 72 39 118 58 109 453 23 32 32 137 20 29
leaf_count=20 76 33 22 28 23 48 34 67 26 37 78 110 28 1191 30 84 39 25 72 39 118 58 109 453 23 32 32 137 20 29
internal_value=0 0.00170927 0.00155729 0.00288876 0.00188313 0.00292383 0.00294258 0.00202667 0.00240333 0.00115969 0.00298517 0.00264926 0.00245707 0.00296475 0.00298517 0.00104845 0.00251871 0.00229637 0.00123186 0.00138962 0.00260079 0.00267233 0.00285167 0.00279464 0.000842707 0.00282957 0.00164217 0.00157159 0.00307938 0.00148485
internal_weight=0 691 615 2430 338 2335 2287 95 107 277 1997 290 180 1919 1835 240 84 64 156 111 152 81 644 515 45 485 231 199 129 166
internal_count=3121 691 615 2430 338 2335 2287 95 107 277 1997 290 180 1919 1835 240 84 64 156 111 152 81 644 515 45 485 231 199 129 166
is_linear=0
shrinkage=0.00137286


Tree=1191
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 159 2 1 2 4 1 2 2 132 150 4 2 1 47 52 4 1 0 481 12 11 3
split_gain=782.125 124.987 77.461 64.2806 42.242 37.3985 22.9764 19.2991 18.7593 18.342 15.4541 14.4193 15.7248 12.1739 15.5577 9.57215 8.89597 7.96166 6.66595 6.59646 5.78765 5.06787 5.05658 4.20473 4.19011 5.68662 3.7997 3.64371 3.55556 3.44005
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.14122000000000004 -1.0000000180025095e-35 0.10699500000000002 0.09253500000000002 0.14753000000000002 0.40945500000000007 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.08764000000000001 1.0000000180025095e-35 0.038415000000000012 0.088850000000000012 0.15799000000000005 0.090100000000000013 0.40674500000000008 -0.036839999999999991 0.076935000000000017 -0.030209999999999997 -0.045769999999999991 0.10061500000000002 0.075910000000000019 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 21 6 13 17 -4 27 -5 12 -10 19 15 -15 20 18 24 22 -13 29 -1 -2 25 -7 -21 -6 -8 -3
right_child=1 2 8 10 9 7 28 -9 11 -11 -12 16 -14 14 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0080156838923389484 0.0080178201875925614 0.0060293270491261338 0.0066448633778113594 0.0074955251450947195 0.0077563548493549779 0.0077584650660420737 0.0081918192319078414 0.0067414357720657009 0.0063284624612929561 0.0063631492572827474 0.0064757046106892271 0.0051910522710949649 0.005508729691591701 0.0069991299932488545 0.0067123683305950425 0.0078186235212781945 0.0058662329306466837 0.0070102354921667311 0.0074347141768919007 0.008138610230406464 0.0044261282812586324 0.0066891336676084762 0.0074244039322408032 0.0073970654670379686 0.0080079890097765182 0.0071653163838703944 0.00779727723655947 0.0072135497147337874 0.0087590754021747447 0.0063634453450632069
leaf_weight=935 50 113 26 34 40 169 24 41 52 29 63 49 105 23 23 268 21 30 131 54 21 32 22 24 78 28 473 34 52 77
leaf_count=935 50 113 26 34 40 169 24 41 52 29 63 49 105 23 23 268 21 30 131 54 21 32 22 24 78 28 473 34 52 77
internal_value=0 0.00632182 0.00613717 0.00780569 0.00653969 0.00784582 0.00792339 0.00754106 0.00565972 0.00718491 0.00683317 0.00555644 0.00578023 0.00789564 0.00767757 0.00775385 0.00517034 0.00761626 0.00766103 0.00794178 0.00496158 0.00624032 0.00800209 0.00781649 0.00776885 0.00767416 0.00783225 0.00750696 0.00857994 0.00616473
internal_weight=0 673 599 2448 325 2351 1874 477 274 103 97 248 157 1798 314 291 91 436 406 1484 70 222 957 74 275 197 527 74 76 190
internal_count=3121 673 599 2448 325 2351 1874 477 274 103 97 248 157 1798 314 291 91 436 406 1484 70 222 957 74 275 197 527 74 76 190
is_linear=0
shrinkage=0.00121906


Tree=1192
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 14 2 1 1 1429 2 2 106 51 52 4 1 0 12 43 47 4 49 12 16 12
split_gain=654.324 111.513 66.523 47.835 46.7554 33.8088 24.4301 23.6564 21.6183 19.6525 17.5679 14.124 7.20189 9.98042 6.82088 6.50555 6.61836 6.01876 5.70633 5.2781 8.09656 5.98189 4.56301 4.16379 3.98547 8.5407 3.87615 6.45266 5.55485 3.81994
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.091265000000000013 0.077845000000000011 0.080270000000000022 0.084690000000000015 0.17025000000000004 0.14122000000000004 0.087690000000000004 0.11144500000000002 0.13389000000000004 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.090285000000000018 0.066275000000000014 0.078345000000000012 0.41555500000000006 0.082865000000000008 0.082850000000000021 -0.012324999999999997 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 9 29 14 10 12 -5 17 26 -4 16 18 -1 24 21 22 23 -21 -12 -3 -26 27 28 -14 -6
right_child=1 2 8 11 7 -7 -8 -9 -10 -11 19 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0035417454004981982 0.0033645173831486097 0.0015865200187053113 0.00093916779200375791 0.0031735788027724629 0.0034274141547519835 0.0022082519194809671 0.0019327390505045614 0.0017199627334579459 0.0021281972015001691 0.0040380593688972297 0.0033946190863922542 0.0020125290894721019 0.002721887611578992 0.0024149078524190936 0.00033489683758574225 0.0010080968629217705 0.00094233476627689715 0.0028953830837515683 0.0024481404472116715 0.0033465109411277183 0.0023099525563399837 0.002562084011874671 0.0029977734004185885 0.0030089854933219294 0.0024887419515793731 0.0013305436704284942 0.0039519873763895581 0.0034067604960519313 0.0034966198897475281 0.0028135508584459937
leaf_weight=897 76 177 119 28 29 48 22 38 25 84 325 67 53 22 50 30 21 28 20 110 25 20 198 63 30 20 20 394 26 56
leaf_count=897 76 177 119 28 29 48 22 38 25 84 325 67 53 22 50 30 21 28 20 110 25 20 198 63 30 20 20 394 26 56
internal_value=0 0.00179567 0.0016018 0.00330968 0.0019083 0.00334853 0.00337246 0.00262043 0.000936653 0.00338645 0.00336135 0.00235473 0.00344974 0.00331962 0.000760389 0.00161437 0.00168224 0.00352218 0.00174514 0.00318959 0.00306133 0.00329426 0.00312232 0.003332 0.0016832 0.00202546 0.00335999 0.00333496 0.00297686 0.00302299
internal_weight=0 691 615 2430 421 2335 2287 123 194 2265 2181 95 1440 515 169 298 268 925 247 741 333 408 308 388 227 50 493 473 79 85
internal_count=3121 691 615 2430 421 2335 2287 123 194 2265 2181 95 1440 515 169 298 268 925 247 741 333 408 308 388 227 50 493 473 79 85
is_linear=0
shrinkage=0.00137286


Tree=1193
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 4 14 2 1 0 1 4 4 1 12 0 3 15 15 14 0 160 0 12 12 52 1
split_gain=511.375 82.8629 47.9444 41.316 26.7856 23.2915 16.0612 15.4145 14.8379 13.1405 12.7358 8.96143 8.65174 11.6304 6.60161 6.08135 10.2054 5.84632 5.81295 5.79462 5.59329 5.37089 5.13137 4.94695 5.50138 4.63859 4.96224 4.50687 4.38469 4.21125
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.077845000000000011 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.15471500000000002 -0.10474999999999998 0.085345000000000018 0.0061450000000000003 -0.013125 0.093100000000000002 0.11472500000000001 -0.15202999999999997 0.42240500000000009 -0.03241999999999999 -0.095869999999999983 -0.45687499999999998 -0.079119999999999982 -0.081069999999999989 0.14486500000000005 0.09202500000000001 0.090285000000000018 0.056145000000000007 0.13707500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 9 11 -5 -6 12 15 17 13 18 23 25 27 22 -1 -13 -20 -15 -4 -14 -25 26 -7 -17 29 -24
right_child=1 2 6 7 8 10 -8 -9 -10 -11 -12 19 14 21 -16 16 -18 -19 20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0038690818773719575 0.0031162889015026191 0.0015928992908065074 0.0016384957265142721 0.0030674874953911927 0.0028369296946043191 0.0034611561582353189 0.0019479100997005926 0.0017803116500804059 0.0016622149822403262 0.0038429535041889186 0.0021705410308235462 0.00080516250354629407 0.0033000591102148838 0.0028617366942955756 0.0028423593715277795 0.0032109406056082231 0.0019759691322214193 0.0017764363883488903 0.003375809835785113 -0.00025664450601782767 0.0024560943003659541 0.0019665012635661206 0.00097170227447528979 0.0025763299156737504 0.003164946658394693 0.0025661654778926422 0.0030254096649574326 0.0027604526963852876 0.0013003033762052434 0.00041116484141985984
leaf_weight=21 76 231 21 28 74 81 37 67 33 70 48 24 1114 25 88 67 29 21 32 20 25 33 66 38 298 31 176 159 38 50
leaf_count=21 76 231 21 28 74 81 37 67 33 70 48 24 1114 25 88 67 29 21 32 20 25 33 66 38 298 31 176 159 38 50
internal_value=0 0.00168113 0.00150378 0.0031015 0.00187203 0.00313982 0.00105444 0.00215969 0.00247463 0.00322453 0.00288987 0.000916695 0.00319866 0.00284645 0.00322981 0.00295345 0.0027896 0.00105008 0.00321383 0.000322523 0.00297243 0.00235238 0.000962917 0.00325332 0.00309838 0.00309853 0.00316275 0.002894 0.000870793 0.000730091
internal_weight=0 691 615 2430 338 2335 277 95 107 1744 591 240 1674 136 1538 543 255 196 78 44 57 58 175 1450 336 288 257 226 154 116
internal_count=3121 691 615 2430 338 2335 277 95 107 1744 591 240 1674 136 1538 543 255 196 78 44 57 58 175 1450 336 288 257 226 154 116
is_linear=0
shrinkage=0.00145689


Tree=1194
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 14 42 2 14 0 52 1 16 1 16 3 42 0 132 14 133 1 39 2 0 4
split_gain=533.452 90.982 55.8397 43.8625 36.0787 27.3646 18.2297 17.6169 17.0359 12.9613 12.6592 9.80185 7.92241 7.93145 6.06162 6.32237 8.66778 6.05404 5.80021 6.68878 6.59729 6.74407 5.19565 5.44354 5.63461 4.6356 4.21626 6.47254 4.13305 4.5516
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.40473500000000007 0.13082500000000002 0.13501500000000002 0.062655000000000016 -0.0060199999999999993 -0.090999999999999984 0.062655000000000016 -0.23091999999999999 -0.56176499999999996 0.089875000000000024 -0.016164999999999995 0.15799000000000005 0.0057500000000000008 0.084940000000000015 0.084050000000000014 -0.076234999999999983 0.089825000000000002 -0.22253999999999999 0.089200000000000015 0.091785000000000019 0.084780000000000008 -0.0050599999999999994 0.18019500000000002 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 9 -6 17 12 11 -5 -1 13 -7 -15 28 -17 -4 19 25 -20 -22 23 -3 -25 -13 -12 -28 29 -16
right_child=1 2 7 10 6 8 -8 -9 -10 -11 26 18 -14 14 15 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.002310770890375854 0.0032012314468397914 0.0021406782426500481 0.0009352263524640878 0.0031486045256397237 0.0028643163979466231 0.0022127887995112712 0.0017179260900937788 0.0020391622454261154 0.0021900872676098699 0.003954366319160716 0.0014406426820235108 0.0033848010048319233 0.0038236995840023173 0.0035584102922088978 0.0031366218308595665 0.0019293424660695013 0.0030859296791107501 0.00028266764559842851 0.003385640319601656 0.0027204655468961022 0.0030232360527323171 0.0021460529950824729 0.00090959162416395952 0.001652591635572133 0.0010026248764400439 0.0031142376397052004 0.0015966930512092373 0.0026116767908845365 0.0024233204234102783 0.002887598524930863
leaf_weight=20 76 38 137 22 85 23 40 26 48 59 23 989 25 43 527 24 27 35 65 34 68 23 20 204 30 142 22 28 20 198
leaf_count=20 76 38 137 22 85 23 40 26 48 59 23 989 25 43 527 24 27 35 65 34 68 23 20 204 30 142 22 28 20 198
internal_value=0 0.0017558 0.00157718 0.00315018 0.00186794 0.00318813 0.00249747 0.000964836 0.00300263 0.00331201 0.00221746 0.00328375 0.0030466 0.00302406 0.0030463 0.00301864 0.00254165 0.000802438 0.00329848 0.00333243 0.00304491 0.00280153 0.00159844 0.00164909 0.00156926 0.00335083 0.00193684 0.00216508 0.00305129 0.00306861
internal_weight=0 691 615 2430 417 2335 125 198 935 1400 95 1341 887 862 839 796 51 172 1321 1165 156 91 292 272 234 1131 73 50 745 725
internal_count=3121 691 615 2430 417 2335 125 198 935 1400 95 1341 887 862 839 796 51 172 1321 1165 156 91 292 272 234 1131 73 50 745 725
is_linear=0
shrinkage=0.00140032


Tree=1195
num_leaves=31
num_cat=0
split_feature=1 3 132 1 45 10 12 12 454 2 2 2 4 1 47 2 2 16 3 4 3 51 13 43 401 13 13 2 42 3
split_gain=20.1899 5.01504 3.28062 2.71646 3.58799 2.12721 1.86625 2.57825 1.74801 1.97681 2.11839 2.23211 1.66584 2.16999 2.73884 2.48234 1.55214 1.53507 1.47387 1.4195 1.33268 1.22506 1.19133 1.17224 1.08165 1.26888 2.14272 1.91477 1.59508 1.61524
threshold=0.10124500000000002 -0.053259999999999995 -1.0000000180025095e-35 0.14262000000000002 0.10331000000000001 -0.062879999999999978 0.10673000000000001 0.11527000000000001 -0.037229999999999992 0.13712500000000002 -1.0000000180025095e-35 0.10136500000000002 0.042705000000000007 0.083345000000000016 0.084210000000000021 0.087955000000000019 0.13913500000000004 -0.43320999999999993 0.10299500000000002 -0.033174999999999989 0.12745000000000004 -0.070629999999999984 -0.0093149999999999986 -0.072864999999999985 0.084905000000000022 0.030370000000000005 0.073000000000000023 0.088930000000000023 -0.08298999999999998 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 8 -5 23 -8 -3 10 22 -12 16 15 -15 -14 18 -17 24 -13 -20 -21 -10 -4 25 28 27 -27 29 -1
right_child=1 3 6 5 -6 -7 7 -9 9 -11 11 19 13 14 -16 17 -18 -19 20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026511730196561623 0.00024261694200020771 -3.1366769422490318e-05 0.0019604470573333622 -0.00079428602150139274 0.0032129065649542719 0.00087485256659915851 0.00049364690667264314 0.0023094624723843621 0.0012543250263017159 0.00064878050193424152 0.0029680241739259349 0.0026607637878984939 0.0037649711607274767 0.00011094968792431263 0.0020417797420974179 0.0026459928363093107 0.0011280741173207956 0.0018543603883800829 0.00078622251034659208 0.00040216188663135921 0.0023712631317000061 0.0015888348798218713 5.941062161686607e-05 0.0026625126446154241 0.0027388332753543261 0.00028461260748678381 0.002334696847135569 0.001985852680360682 0.002371729350122882 0.0038824736086411908
leaf_weight=190 21 20 93 20 21 76 31 34 62 67 28 22 20 25 39 73 20 167 22 21 22 128 24 105 200 23 152 34 1336 25
leaf_count=190 21 20 93 20 21 76 31 34 62 67 28 22 20 25 39 73 20 167 22 21 22 128 24 105 200 23 152 34 1336 25
internal_value=0 0.00149337 0.00197467 0.00121384 0.00138159 0.000527115 0.00211297 0.00144346 0.00127821 0.00135261 0.00151808 0.00177617 0.00234186 0.0020387 0.00128755 0.0022236 0.00239039 0.00209515 0.00240299 0.00158101 0.00157874 0.00142159 0.000920861 0.00233275 0.00242149 0.00238543 0.00205234 0.00129939 0.00243031 0.00279435
internal_weight=0 773 284 489 393 96 263 65 372 352 285 199 2348 324 64 260 2024 240 2004 171 44 149 86 198 1960 1760 209 57 1551 215
internal_count=3121 773 284 489 393 96 263 65 372 352 285 199 2348 324 64 260 2024 240 2004 171 44 149 86 198 1960 1760 209 57 1551 215
is_linear=0
shrinkage=0.00455379


Tree=1196
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 4 1 2 2 4 52 1 2 1 14 47 13 1 16 48 15 10 52 48 4 16
split_gain=507.752 82.707 49.8985 44.5995 27.6994 23.9294 20.3376 18.2316 16.0089 14.5403 13.0904 12.6543 10.583 9.77033 6.97508 5.33797 8.59938 5.15395 4.88664 6.16374 4.45961 4.24404 5.33048 8.80488 4.12421 5.0007 4.03281 3.83923 3.77349 4.80071
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.27834500000000006 0.077845000000000011 0.089885000000000007 0.14753000000000002 0.40945500000000007 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090540000000000023 -0.23083499999999998 0.090100000000000013 -1.0000000180025095e-35 0.11669000000000002 -0.29154999999999992 0.081805000000000017 -0.41942499999999994 -0.38124499999999995 0.40674500000000008 0.083685000000000009 0.038415000000000012 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 12 11 -6 -5 17 13 -4 -13 28 -17 26 -3 21 -15 22 -20 -24 -14 -26 -1 -12 -16 -30
right_child=1 2 7 10 9 -7 -8 -9 -10 -11 27 14 24 20 15 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0032838812916973019 0.0031168476884789846 0.0021469274437179104 0.0017654459200449699 0.0029626459776708352 0.0028784129299052781 0.0021588536295990058 0.0038341486692847989 0.0020427698985556794 0.0019435573668204337 0.0017781280039651144 0.0013738481573084065 0.0035598638924467987 0.0009965060092323205 0.00082513091798215913 0.003073688331739381 0.0018830612923651836 0.0029730322300441777 0.0030438246938312616 0.0019696120246864824 0.0021452401282199877 0.0014897346059207066 0.00097836523481696766 0.00072156216378437736 0.0016608405859004057 0.00082678103414345137 -2.121335750345605e-05 0.0027454970535464602 0.0020729596635213504 0.0030471121808998084 0.0026069418420095608
leaf_weight=1064 76 34 44 28 72 48 84 37 22 35 24 43 32 83 547 22 40 241 44 31 26 29 28 65 25 30 28 43 107 89
leaf_count=1064 76 34 44 28 72 48 84 37 22 35 24 43 32 83 547 22 40 241 44 31 26 29 28 65 25 30 28 43 107 89
internal_value=0 0.00173872 0.00156841 0.00309909 0.0019295 0.00313736 0.00315789 0.00112781 0.00313211 0.00251851 0.00215857 0.0031441 0.00098675 0.00120849 0.00301036 0.00298101 0.00258627 0.00322917 0.00165667 0.00157206 0.00098366 0.00146502 0.00156804 0.00137805 0.000596797 0.000364239 0.00327008 0.00182253 0.00301395 0.00284724
internal_weight=0 691 615 2430 338 2335 2287 277 2203 107 95 2181 240 153 848 805 62 1333 231 197 109 166 137 93 87 55 1092 67 743 196
internal_count=3121 691 615 2430 338 2335 2287 277 2203 107 95 2181 240 153 848 805 62 1333 231 197 109 166 137 93 87 55 1092 67 743 196
is_linear=0
shrinkage=0.00140032


Tree=1197
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 14 2 1 47 4 2 2 34 15 4 1 1429 51 4 1 12 31 131 2 43 14 47 1 51
split_gain=545.017 91.629 53.0228 44.1628 29.0015 27.6764 23.3881 21.0088 19.4212 16.9899 14.9234 14.152 9.54538 9.19341 7.26004 6.75584 6.25665 7.96463 6.00312 4.58261 6.91983 4.50846 4.38988 4.19891 6.33184 4.14388 3.99508 5.79644 4.10751 4.54046
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.062655000000000016 0.091265000000000013 0.09253500000000002 0.13082500000000002 0.27834500000000006 0.13754500000000003 0.14285500000000004 -1.0000000180025095e-35 -0.086849999999999997 0.27834500000000006 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.013125 0.086920000000000011 0.090285000000000018 -0.077289999999999984 0.082750000000000004 0.31358000000000003 0.066275000000000014 -0.23083499999999998 0.090100000000000013 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 26 6 7 16 14 12 -6 19 13 22 -1 -15 18 -18 -5 25 21 -21 -4 24 -14 -9 -3 28 29 -28
right_child=1 2 9 5 10 -7 -8 11 -10 -11 -12 -13 23 15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003335345668688879 0.0031811831838395171 0.0020207728384956875 0.00099379015532802067 0.0033735146572816113 0.0028731288579337878 0.0014473535664069395 0.0039632613731823965 0.0031923752952350308 0.0017542693903866184 0.0019069392999544992 0.001690214822873549 0.0020763399504765911 0.00056239537296087284 0.0018907388510161511 0.002420813005958377 0.0010544860283699816 0.0031862700040280992 0.0022720481532944826 0.0026747218165834299 0.0032288419738639028 0.0021336018955311121 0.0028249039887762099 6.5283900984128564e-05 0.0010796789050196568 -0.00040513590515523363 0.0027970487144936104 0.00081223939998680602 0.0020590326192808216 0.00085094852240577361 0.0015784177751926056
leaf_weight=36 76 34 22 892 72 20 86 334 67 37 35 37 59 32 41 64 484 22 28 88 25 199 23 20 20 71 20 31 29 117
leaf_count=36 76 34 22 892 72 20 86 334 67 37 35 37 59 32 41 64 484 22 28 88 25 199 23 20 20 71 20 31 29 117
internal_value=0 0.00164184 0.00145161 0.00313751 0.00184662 0.00318779 0.00320316 0.00317317 0.00233932 0.00096962 0.00248619 0.00297255 0.000825116 0.00107344 0.00284839 0.00133324 0.00327925 0.00314652 0.00335225 0.0030188 0.00288344 0.00294876 0.00051922 0.000471436 0.000317451 0.00312307 0.00155036 0.00146917 0.00135902 0.00146657
internal_weight=0 691 615 2430 338 2286 2266 2180 144 277 107 754 240 141 77 96 1426 506 920 717 312 287 45 99 79 405 231 197 166 137
internal_count=3121 691 615 2430 338 2286 2266 2180 144 277 107 754 240 141 77 96 1426 506 920 717 312 287 45 99 79 405 231 197 166 137
is_linear=0
shrinkage=0.00148603


Tree=1198
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 14 4 16 3 16 0 14 2 2 52 15 0 0 42 13 10 159 0 150 52 2 49 15 1
split_gain=21.9297 5.35847 3.50643 2.43579 2.10228 3.65046 2.06936 2.02612 3.02601 2.16057 2.2683 1.90815 1.74814 2.03268 1.82882 1.61644 1.50416 1.47213 3.33238 1.59338 4.91272 1.47152 1.46589 1.43845 1.94515 1.47969 1.53503 1.37373 1.35871 1.41593
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 -0.47013499999999991 -0.050494999999999991 -1.0000000180025095e-35 0.088060000000000013 -0.51370499999999997 0.024095000000000002 0.062655000000000016 -0.090999999999999984 0.092365000000000017 0.0060650000000000009 -0.23060499999999998 -0.11173999999999999 -0.14226499999999997 0.084050000000000014 -0.029529999999999997 -0.0026549999999999994 0.10323000000000002 -0.15090499999999998 0.083250000000000005 -0.45478499999999994 0.14960000000000004 -1.0000000180025095e-35 0.094035000000000007 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 5 21 -6 -8 9 -9 -11 -7 13 -1 17 -4 -16 18 27 -19 -21 -5 -10 -18 25 -25 -27 -15 29 -14
right_child=1 2 15 4 6 11 7 8 22 10 -12 -13 28 14 16 -17 23 19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0010411443228574139 0.0025597828888101241 0.0029117568748962585 0.00026201271739335354 0.0013719336621712105 0.002663092329994371 0.0024626242009677269 0.0023105649000009772 0.00090712443639889503 -0.0007195670382907941 0.0012319216625615518 0.0030004200370300146 0.00095302549480252364 0.0027468926307319158 0.0019652768576421298 0.003544687955543959 0.0014732711689022274 0.0011109470204092695 0.0027597781032060059 0.00057351988051357599 0.0025041948859508829 0.00012373402740821737 -0.00016243774995796921 0.00093633233305150511 0.0027622753146511951 0.0033399725056856306 0.0021694215900026309 0.00094474657773404149 0.0032994152138446191 0.0023748331265570398 0.0042735633375052765
leaf_weight=23 102 28 79 47 21 129 29 142 30 41 27 22 25 41 20 36 25 662 27 721 20 20 20 93 36 537 24 30 34 30
leaf_count=23 102 28 79 47 21 129 29 142 30 41 27 22 25 41 20 36 25 662 27 721 20 20 20 93 36 537 24 30 34 30
internal_value=0 0.00154805 0.00139426 0.00155002 0.0014778 0.0018343 0.00122711 0.00112276 0.000990275 0.00123968 0.00193412 0.00224268 0.00246807 0.00244241 0.00245683 0.000641189 0.0022632 0.00255164 0.00199024 0.00259086 0.00243994 0.000913912 -5.72073e-05 0.00222735 0.0022678 0.00220878 0.00211703 0.002529 0.00311937 0.00357962
internal_weight=0 773 671 556 528 218 310 289 260 210 68 151 2348 2259 2236 115 735 1501 98 1403 741 67 50 715 690 654 561 71 89 55
internal_count=3121 773 671 556 528 218 310 289 260 210 68 151 2348 2259 2236 115 735 1501 98 1403 741 67 50 715 690 654 561 71 89 55
is_linear=0
shrinkage=0.00473777


Tree=1199
num_leaves=31
num_cat=0
split_feature=1 52 1 16 15 1 15 157 52 4 0 2 148 15 2 48 12 43 157 15 51 2 4 48 43 12 12 1 0 1447
split_gain=17.7856 3.13289 3.95847 2.79119 2.516 2.44238 2.35833 4.77553 2.32322 2.17914 3.2378 3.37889 2.08907 2.01515 2.05252 2.3246 2.00969 1.84581 1.75694 1.62344 2.27473 1.42973 1.42358 2.29822 2.68906 1.40635 1.71285 1.76037 1.39734 1.28326
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.024640000000000006 0.08864000000000001 -0.0063699999999999989 -0.08107499999999998 0.10024500000000001 -0.17966999999999997 -0.068944999999999992 0.091265000000000013 -0.043434999999999994 -0.077219999999999983 0.11548000000000001 0.13252500000000003 0.09202500000000001 -0.032879999999999993 -0.0091799999999999989 -0.07490999999999999 -0.17083999999999996 0.09580000000000001 0.41257000000000005 0.090225000000000014 -0.078844999999999985 0.11472500000000001 -0.10022999999999999 0.13075500000000004 -0.084044999999999995 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 12 -4 5 6 16 -8 17 -7 11 -11 -3 25 -15 -16 -1 -9 -6 20 -18 -21 23 24 -13 26 -14 -28 29 -20
right_child=1 2 3 -5 18 9 7 8 -10 10 -12 22 13 14 15 -17 19 -19 28 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0023348186143256613 0.0020983751831385438 0.00023373342213704867 0.00079578398730613636 -0.0014866038975822132 0.0034271712513353281 0.0023910028006807076 -0.00016626021847649983 0.001489469565977131 0.00081608351721373072 0.0021042795168954428 0.00041878832236719209 0.001406517408104013 0.0018680650860035881 0.0023338073966482119 0.00014682628719628587 0.0022297271612855378 0.003518860357043887 0.0027868728799367829 0.0035136737787405561 0.00033891084968294921 0.0019337215599698398 0.0016810036013961205 0.002100519488004121 0.0017489764659727181 -0.00051842212003520209 0.0022641536268404238 0.0011698972051424868 0.00033910353043813644 0.0021086384135336981 0.0023824725950853565
leaf_weight=586 70 42 25 20 26 74 27 37 29 179 47 27 41 66 25 20 22 59 22 20 128 93 25 39 34 20 140 85 713 380
leaf_count=586 70 42 25 20 26 74 27 37 29 179 47 27 41 66 25 20 22 59 22 20 128 93 25 39 34 20 140 85 713 380
internal_value=0 0.00119792 0.00106768 -0.000218611 0.00209759 0.00197007 0.00209287 0.00157048 0.00194562 0.00168084 0.00153112 0.00170309 0.00119954 0.00130171 0.00182249 0.00107256 0.00218639 0.00228683 0.00225697 0.00185568 0.00216621 0.00144347 0.00112858 0.000885597 0.0003336 0.00109959 0.00101203 0.000856042 0.00222969 0.00244438
internal_weight=0 554 484 45 2567 1426 1001 152 125 425 351 304 439 397 111 45 849 96 1141 263 150 113 125 100 61 286 266 225 1115 402
internal_count=3121 554 484 45 2567 1426 1001 152 125 425 351 304 439 397 111 45 849 96 1141 263 150 113 125 100 61 286 266 225 1115 402
is_linear=0
shrinkage=0.00455379


Tree=1200
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 4 0 2 14 0 15 1 42 0 0 47 147 52 4 15 0 52 2 12 16 15
split_gain=432.767 55.7364 47.7569 39.747 24.2295 20.5625 16.1239 13.8059 12.9606 10.9436 9.479 10.9058 8.83697 8.81432 8.4865 6.55873 6.52733 6.24545 6.08089 6.87782 6.05781 5.97477 5.759 11.8427 6.60965 5.61108 5.58313 4.6716 4.63602 4.02039
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.090285000000000018 0.082585000000000006 -0.17966999999999997 0.033845000000000007 -0.067094999999999988 0.092235000000000025 0.076175000000000007 -0.23194499999999998 0.13592500000000005 0.16175000000000003 -1.0000000180025095e-35 -0.13027499999999997 -0.068944999999999992 0.080455000000000013 0.088610000000000008 1.0000000180025095e-35 -0.064054999999999987 -0.03241999999999999 0.13134000000000004 -0.52606999999999993 0.10402500000000002 -0.086254999999999984 -0.073849999999999985 -0.072289999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 13 20 12 16 -6 14 11 27 17 -1 28 -7 -5 -4 19 -18 -3 26 24 -24 -15 -2 -13 -10 -8 -20
right_child=1 5 6 7 8 15 9 -9 10 -11 -12 21 -14 22 -16 -17 18 -19 29 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036943591626529318 0.0032442112657720718 0.0016827417807619635 0.0024388094363502126 0.002604043519010077 0.0030271473858300879 0.00092822137808573819 0.003116602657280268 0.0010770720114692759 0.0020876145928850035 0.0025620468772130597 0.001368353215570246 0.0022118783398621727 0.003730458737455469 0.003339200579058758 0.0021142142402823297 0.00014304020370711667 0.0016523492787358376 0.0031207529050441235 0.00093972473418557699 0.0025480189762913338 0.00086316075142627946 0.0025827938832760056 0.0028245610963476466 0.0017449139804680349 0.0024181443167743174 0.0025134482362616124 0.0014366739513536025 0.002906797698459153 0.002893011135768436 0.0017335696372860966
leaf_weight=22 28 112 27 21 31 126 292 59 20 171 33 29 46 50 23 25 40 1068 22 29 21 20 76 27 22 78 49 43 482 29
leaf_count=22 28 112 27 21 31 126 292 59 20 171 33 29 46 50 23 25 40 1068 22 29 21 20 76 27 22 78 49 43 482 29
internal_value=0 0.00159861 0.00293038 0.00201325 0.00250036 0.00115185 0.00301642 0.00164583 0.0021864 0.00288349 0.00205205 0.00219219 0.0031292 0.00285896 0.00295245 0.000798224 0.00188382 0.00310394 0.00175778 0.00202879 0.00155333 0.00189997 0.00275393 0.00254155 0.00305777 0.00270648 0.00172489 0.00264674 0.00297736 0.00139113
internal_weight=0 590 2531 306 422 284 2109 200 225 968 194 161 1141 197 797 151 141 1095 120 69 133 98 175 103 72 106 78 63 774 51
internal_count=3121 590 2531 306 422 284 2109 200 225 968 194 161 1141 197 797 151 141 1095 120 69 133 98 175 103 72 106 78 63 774 51
is_linear=0
shrinkage=0.00140032


Tree=1201
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 2 1 2 4 0 150 0 16 49 150 0 4 52 159 1 16 3 150 2 1 50 0
split_gain=824.097 131.993 66.7186 63.6344 41.8351 38.6208 21.9143 20.457 18.6733 16.441 14.0011 12.7876 18.6257 13.7128 12.2779 11.8853 10.7104 9.88056 8.19281 9.0456 7.47944 7.38007 6.92603 6.71068 6.51167 5.41663 7.32347 5.04535 4.82054 4.51333
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.31358000000000003 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.042349999999999992 -0.054984999999999992 1.0000000180025095e-35 -0.079119999999999982 -0.52556499999999995 0.12418000000000001 0.082585000000000006 0.13075500000000004 -0.050529999999999999 -0.12711499999999995 1.0000000180025095e-35 0.11237500000000002 0.076935000000000017 0.10883000000000001 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 21 7 10 11 17 -4 20 12 -1 14 -13 -8 -2 27 28 -20 -6 25 -5 -16 -21 26 -3 29 -14 -7
right_child=1 4 9 22 6 8 15 -9 -10 -11 -12 13 18 -15 23 -17 -18 -19 19 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027914345722523668 0.0022213097190900118 0.002605212730585556 0.0031823948998665557 0.0018179383527196248 0.00067903676644734889 0.0032232061313787405 0.0011625896385855617 0.0042646341896138053 0.0022784181922433006 0.0019101415061975246 -0.00033921706716071742 0.0043490094432792848 0.0036841480957374847 0.0021663228978988452 0.0033366654051641396 0.002365378718758109 0.0032637583563489849 0.0024101330825236278 0.0042046145365489517 0.0027612940326043455 0.0014642911066894517 0.0012495382237109574 0.00092786179197835701 0.0026123346044873504 0.0034216213688260575 0.0016375924822053924 0.0016613455371331353 0.0035443701724268686 0.0033830122936994137 0.0026238073412039845
leaf_weight=59 23 40 28 60 158 281 49 76 48 69 24 20 1028 23 116 24 121 29 27 32 28 38 24 32 345 57 27 92 116 27
leaf_count=59 23 40 28 60 158 281 49 76 48 69 24 20 1028 23 116 24 121 29 27 32 28 38 24 32 345 57 27 92 116 27
internal_value=0 0.00166586 0.0034155 0.00253224 0.00122196 0.00346246 0.000897112 0.00355301 0.00310672 0.00227739 0.000667365 0.00352293 0.00356364 0.00318038 0.00331921 0.00155803 0.00309726 0.00319939 0.00359307 0.00342165 0.000797247 0.00178944 0.00156363 0.00318005 0.00336557 0.0019549 0.00222485 0.00325661 0.00365361 0.00317066
internal_weight=0 673 2448 228 445 2351 283 1874 477 97 210 1798 1607 191 168 73 144 429 1548 404 186 162 84 148 377 124 67 400 1144 308
internal_count=3121 673 2448 228 445 2351 283 1874 477 97 210 1798 1607 191 168 73 144 429 1548 404 186 162 84 148 377 124 67 400 1144 308
is_linear=0
shrinkage=0.00140032


Tree=1202
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 49 4 0 150 4 50 0 150 1 1 0 156 48 124 16 4 1 0 3
split_gain=805.797 130.514 62.7774 58.9864 44.8458 40.575 28.6825 22.3125 21.627 20.3251 19.4004 12.6884 11.9171 15.5532 11.8455 11.098 8.96691 8.64194 8.49239 8.3426 7.4429 6.57275 7.66848 6.34304 6.31971 6.28585 5.99494 5.10721 4.80793 4.83041
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 -0.054984999999999992 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.15289999999999995 0.041865000000000006 -0.14832499999999996 1.0000000180025095e-35 0.13075500000000004 0.12408500000000001 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 -0.082135 -0.059624999999999991 0.038415000000000012 0.122715 0.14486500000000005 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 8 24 -8 12 18 -4 -2 13 -1 17 -9 -6 -14 26 -5 -17 -15 -23 -24 -3 -19 28 -13 29 -7
right_child=1 4 10 19 16 9 7 15 -10 -11 -12 27 14 21 -16 20 -18 25 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0077489888475008022 0.0070846508025906299 0.0062523906029120545 0.0080329716536557058 0.0068591928259610722 0.005343444571144159 0.0086427031152208848 0.007467901571666687 0.0074319371428531872 0.0090691311315833825 0.0071722065123177832 0.0068203987418979962 0.008254671536416085 0.0089764608595694732 0.0084758392226218053 0.0071883723749277565 0.0065728884747102059 0.0062116310530808787 0.0082637550215213778 0.0073838827438081223 0.005956717583235108 0.0059414737895480884 0.0090450589609363651 0.0082812355784910377 0.007532883292791801 0.0055872415214710874 0.0077027482295581829 0.0078766841095554603 0.00755289114720205 0.0076508906533157128 0.0081824557585340133
leaf_weight=59 23 45 34 60 85 47 54 20 76 48 63 100 20 1144 23 122 26 97 29 24 42 21 363 20 51 51 127 21 23 203
leaf_count=59 23 45 34 60 85 47 54 20 76 48 63 100 20 1144 23 122 26 97 29 24 42 21 363 20 51 51 127 21 23 203
internal_value=0 0.00666698 0.00826534 0.00746288 0.0062592 0.00830742 0.00649595 0.00673672 0.00839316 0.00797055 0.00724542 0.00796545 0.00836459 0.0084009 0.00805909 0.00652214 0.0055468 0.0081783 0.00805988 0.00660134 0.00641118 0.00842574 0.00828389 0.00824216 0.00589903 0.00807044 0.00810889 0.00813287 0.00821691 0.00826898
internal_weight=0 673 2448 228 445 2351 334 238 1874 477 97 144 1798 1607 191 184 111 168 429 84 164 1548 404 383 96 148 400 121 273 250
internal_count=3121 673 2448 228 445 2351 334 238 1874 477 97 144 1798 1607 191 184 111 168 429 84 164 1548 404 383 96 148 400 121 273 250
is_linear=0
shrinkage=0.00129368


Tree=1203
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 47 1 2 0 2 4 4 156 48 0 14 16 15 47 14 1 51 157 3 157 4
split_gain=509.826 86.5381 56.3899 44.5451 26.6358 26.3203 18.3563 17.043 14.1241 13.9269 13.6493 12.992 10.7909 9.76857 9.4345 8.15644 7.34812 7.3528 7.07034 6.70967 6.38639 5.7555 4.77093 4.71312 5.52686 4.43714 4.34321 4.26064 4.25467 4.2034
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.13082500000000002 0.077845000000000011 0.11474000000000002 -0.079119999999999982 0.14753000000000002 0.27834500000000006 0.27834500000000006 -0.0071349999999999998 0.093265000000000015 -0.15599999999999997 -1.0000000180025095e-35 -0.10850999999999998 -0.41942499999999994 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 -0.013599999999999999 -0.010424999999999999 -0.23976499999999998 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 7 8 18 13 -5 -6 28 15 19 -4 -14 29 -1 -9 -21 -15 23 -3 25 -25 -22 -17 -10 -18
right_child=1 2 9 10 11 -7 -8 14 12 -11 -12 -13 16 21 -16 27 17 -19 -20 20 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0027852348957904194 0.0030369982456007355 0.0020724565906247851 0.0017516710123444232 0.0028871680930236455 0.0027236179382397556 0.0021000033050495503 0.0036308979218885339 0.0035207265663457403 0.0026619870878500833 0.00190248207098716 0.0018327184459002099 0.0016931682060949669 0.0034742186755124483 0.0011548664928547135 0.0019692614354463829 0.0014116048669704582 0.0032065613815889901 0.0023613285728684616 0.0018874087873309417 0.0029724773572657724 0.0021345626702133805 0.00047836148794373615 0.0021623149544773065 0.0011020582743960336 0.0010446486918186983 0.001748500811818224 0.002698401680472585 0.00089939890041012595 0.0031809003437284658 0.0029103656665715738
leaf_weight=43 76 33 40 28 81 48 84 21 26 37 67 26 42 32 22 41 93 35 21 148 26 55 32 20 29 117 142 72 1134 450
leaf_count=43 76 33 40 28 81 48 84 21 26 37 67 26 42 32 22 41 93 35 21 148 26 55 32 20 29 117 142 72 1134 450
internal_value=0 0.0017602 0.00160242 0.00299485 0.00195009 0.00302948 0.00304899 0.0030268 0.00307603 0.00117818 0.0021435 0.00247323 0.00309707 0.00106652 0.00277398 0.00125947 0.002962 0.00292478 0.00249064 0.00282651 0.00278037 0.000727191 0.00170777 0.00163468 0.00154765 0.00165413 0.00261114 0.00108524 0.00316927 0.0029611
internal_weight=0 691 615 2430 338 2335 2287 2203 1844 277 95 107 1780 240 359 153 620 578 64 337 316 87 231 199 166 137 168 113 1160 543
internal_count=3121 691 615 2430 338 2335 2287 2203 1844 277 95 107 1780 240 359 153 620 578 64 337 316 87 231 199 166 137 168 113 1160 543
is_linear=0
shrinkage=0.00126831


Tree=1204
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 10 2 42 4 0 2 15 14 14 3 159 3 3 133 43 0 0 49 132 1446 160 2 48 147 3
split_gain=27.2502 4.33869 3.43543 2.4432 2.15655 2.17421 2.10817 1.77516 1.6344 1.61768 1.59448 2.00944 1.56255 1.52777 2.68642 1.44521 3.24521 2.93205 1.43357 2.2551 1.39239 1.38753 1.59198 1.64167 1.21944 1.47404 2.81087 2.01225 1.48974 1.66824
threshold=0.10920500000000001 -0.053259999999999995 1.0000000180025095e-35 -0.036839999999999991 0.14262000000000002 -0.062879999999999978 0.10060500000000001 0.11159000000000001 -0.082249999999999976 -0.087319999999999995 0.11411 -0.41942499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092670000000000016 -0.038439999999999995 -0.086274999999999977 -0.12711499999999995 -0.030254999999999994 -0.079914999999999986 -0.04917499999999999 -0.13027499999999997 0.13984500000000002 0.10240500000000001 0.037915000000000011 0.055845000000000006 0.096325000000000008 0.083985000000000018 0.08598500000000002 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 7 -6 8 12 9 -1 20 -12 -3 -10 24 16 -11 -17 -4 -20 -5 -8 23 -23 25 26 -15 28 29 -27
right_child=1 4 18 10 5 -7 21 -9 13 15 11 -13 -14 14 -16 17 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.003121047219717931 0.0029323396155177032 0.0020939361498469372 0.0027027531771860974 0.0024307207033659431 -0.00046898463972522183 0.0010000669516357123 0.0016793062783017653 0.00027354132002370239 0.0034723274798859577 0.0042566230132975343 0.0020449023278203806 0.00058660265358697347 0.0013199784499854509 0.0024059654530964522 0.0013188297325923244 0.0013931054002767119 0.0021486973455085443 0.0026110148997079497 0.0018728432402931264 0.00040926531621087716 0.0013266622460585728 0.0024303799781982757 0.0012850942662434503 0.0015085692976791088 0.002797351333649944 0.0038748754597728217 0.0015721580964675121 0.0020543511246145182 0.0021748784988539385 0.0027980045657038759
leaf_weight=110 33 51 21 58 20 76 65 21 22 24 27 33 209 969 34 34 22 360 78 21 26 380 23 33 140 40 68 46 25 52
leaf_count=110 33 51 21 58 20 76 65 21 22 24 27 33 209 969 34 34 22 360 78 21 26 380 23 33 140 40 68 46 25 52
internal_value=0 0.00144738 0.00241685 0.00195939 0.00120699 0.000694015 0.00244897 0.00138224 0.00250801 0.00269105 0.00173643 0.00124284 0.00147179 0.0024359 0.0024193 0.00258355 0.00324848 0.00250592 0.00176195 0.00156239 0.00208899 0.00221964 0.00230019 0.00235672 0.00244722 0.00240638 0.00235129 0.00275683 0.00303302 0.00326621
internal_weight=0 554 2567 177 377 96 2447 281 1946 550 144 60 260 1396 1374 440 46 394 120 99 84 501 436 413 1340 1200 1037 163 117 92
internal_count=3121 554 2567 177 377 96 2447 281 1946 550 144 60 260 1396 1374 440 46 394 120 99 84 501 436 413 1340 1200 1037 163 117 92
is_linear=0
shrinkage=0.00396435


Tree=1205
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 48 12 2 4 4 1 47 2 12 40 2 52 16 3 43 374 40 10 131 472 401 39 15 401 4 16
split_gain=22.2244 5.39839 3.39442 2.25582 2.08308 2.08194 2.53265 1.92094 1.80446 2.05296 2.52871 2.30596 1.772 2.70871 1.64404 1.61114 1.32032 1.31233 1.09347 1.3368 1.37511 1.21396 1.07675 1.11941 1.05104 1.22363 1.87727 1.34861 2.36742 1.34149
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.15372000000000002 -1.0000000180025095e-35 0.116525 -0.013514999999999998 0.042705000000000007 0.083345000000000016 0.084210000000000021 0.088665000000000008 -0.10022999999999999 -0.063404999999999989 0.13913500000000004 0.056145000000000007 -0.45661999999999997 0.10299500000000002 -0.072864999999999985 0.086450000000000013 -0.086109999999999978 -1.0000000180025095e-35 0.091440000000000007 -1.0000000180025095e-35 0.084905000000000022 0.08456000000000001 -0.08730499999999998 0.078085000000000016 -0.46376499999999993 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 22 3 -3 5 12 7 -7 14 11 -11 -10 -5 18 17 -4 -13 24 19 20 -14 -22 23 -2 25 27 -27 28 -1 -30
right_child=1 2 15 4 -6 6 -8 -9 9 10 -12 16 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0029645733364588238 0.0019645393542715838 0.0025253052177982675 0.00031307808440900745 0.0021158913489651128 0.00014720247184025088 0.0028394844913566847 0.0012118474940388455 0.0017509198681823497 0.0033536252284074122 0.00031728529952512166 0.001932422185946021 0.0024459499142401183 0.00056733517202884058 0.00016714041547508682 0.0011252191466431085 0.0013844801433872342 0.0017957285530586361 0.0015904028573955904 0.0021233970251463129 0.0002381693971725553 0.0011306484213114859 0.0021495239372573147 0.0014622161104806866 0.0028978865881597623 0.0025550225646289904 0.0024720550769819849 0.00084902391770939607 0.0012452597876932313 0.0023000464650563702 0.001995267536906477
leaf_weight=76 36 28 71 25 21 31 129 143 21 25 39 69 28 47 20 32 170 44 20 22 40 34 20 46 200 21 24 20 1346 273
leaf_count=76 36 28 71 25 21 31 129 143 21 25 39 69 28 47 20 32 170 44 20 22 40 34 20 46 200 21 24 20 1346 273
internal_value=0 0.00143725 0.00130808 0.00142815 0.00137126 0.00142079 0.00163279 0.00194486 0.00221223 0.00193755 0.00130151 0.00209412 0.00112341 0.000993499 0.00225621 0.000645941 0.00198345 0.00226749 0.00126321 0.00112447 0.00131564 0.00159878 0.00228697 0.00248812 0.00228269 0.00225175 0.00160644 0.00226868 0.00228075 0.00224865
internal_weight=0 773 671 568 540 519 303 174 2348 324 64 260 216 191 2024 103 239 2004 144 124 102 74 102 82 1960 1760 45 1715 1695 1619
internal_count=3121 773 671 568 540 519 303 174 2348 324 64 260 216 191 2024 103 239 2004 144 124 102 74 102 82 1960 1760 45 1715 1695 1619
is_linear=0
shrinkage=0.00396435


Tree=1206
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 14 2 4 0 47 1 2 0 52 150 1 157 156 48 0 4 12 1 16 47 14 1 16 48 15
split_gain=439.888 72.7839 43.6911 38.4229 24.5075 22.0096 20.4196 14.6409 16.7872 13.8082 12.9459 12.4988 9.43749 8.89848 11.7755 7.78096 6.24417 6.21804 6.9931 6.18346 4.51714 8.36008 4.27994 4.1687 4.05634 4.72035 3.86053 3.97195 8.27068 3.67403
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.062655000000000016 0.13501500000000002 0.0061450000000000003 -0.11173999999999999 0.13082500000000002 0.077845000000000011 0.11474000000000002 -0.079119999999999982 0.039215000000000007 0.09487000000000001 0.16540500000000002 -0.028564999999999997 -0.0011799999999999998 0.093265000000000015 -0.15599999999999997 -0.49013999999999996 0.08401500000000002 0.13436000000000001 0.11346000000000002 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.29154999999999992 0.083685000000000009 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 7 8 19 15 -5 -6 -10 14 16 22 -9 -14 20 -1 -19 -22 -4 -8 25 -3 27 -27 -29 -18
right_child=1 2 9 10 11 -7 23 13 12 -11 -12 -13 17 -15 -16 -17 29 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0030226600439003577 0.0034142766358602182 0.0023308830550893525 0.0015942677438047414 0.0033017112907022753 0.0030882386049703725 0.0042168756963004385 0.0019496949605092729 0.0023136108171080724 0.0035861028748474483 0.0022108608324999551 0.0020248632396543819 0.001831560070077903 0.0039029632975019035 0.0034759196955497372 0.0017912971697470205 0.00028205433221868432 0.0030675103907924473 0.0036693580066985898 0.0026173084313557103 0.0019786856963670218 0.0024460770532486733 0.0033359012087328713 0.0011173152644022165 0.002882413513639132 0.0023910698958571324 0.0021788805983155553 0.0011551492613939001 0.0009223069372716003 0.0019283325495837349 0.0037152292983056536
leaf_weight=43 76 33 68 28 81 84 26 25 1160 37 67 26 46 120 20 22 169 89 35 21 28 422 150 22 32 44 29 30 63 25
leaf_count=43 76 33 68 28 81 84 26 25 1160 37 67 26 46 120 20 22 169 89 35 21 28 422 150 22 32 44 29 30 63 25
internal_value=0 0.00195836 0.00177844 0.00338431 0.00215895 0.0034243 0.00339473 0.0034169 0.00347362 0.00131413 0.0024012 0.00278288 0.00350215 0.00312553 0.00294961 0.00117589 0.00305539 0.00334509 0.00330038 0.00268011 0.00334474 0.00328053 0.00126609 0.00237719 0.00186995 0.00178615 0.00167786 0.0017885 0.00160381 0.00315098
internal_weight=0 691 615 2430 338 2335 2251 2203 1844 277 95 107 1780 359 239 240 219 620 574 64 539 450 218 48 231 199 166 137 93 194
internal_count=3121 691 615 2430 338 2335 2251 2203 1844 277 95 107 1780 359 239 240 219 620 574 64 539 450 218 48 231 199 166 137 93 194
is_linear=0
shrinkage=0.00157699


Tree=1207
num_leaves=31
num_cat=0
split_feature=1 52 3 159 2 0 15 157 14 4 0 0 1 150 14 47 3 48 150 16 16 159 48 51 160 42 43 2 400 15
split_gain=20.5029 4.9273 3.09746 1.97489 1.86344 1.84176 1.73947 1.91487 1.73822 1.64548 2.65178 3.53114 1.65799 2.31095 1.64168 1.92129 1.9748 1.96576 1.60051 1.4016 2.90239 5.39746 2.55467 1.65696 1.6331 1.44055 1.38493 1.92878 1.90719 1.55886
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.40873999999999994 0.14753000000000002 0.22582000000000002 -0.085319999999999993 -0.06457499999999998 0.062655000000000016 0.0052350000000000009 -0.11173999999999999 -0.14832499999999996 0.083345000000000016 0.091105000000000005 -0.47071999999999997 0.080455000000000013 0.076840000000000006 0.11951500000000001 0.086135000000000017 0.013515000000000001 0.083160000000000026 0.050895000000000003 0.093265000000000015 0.14122000000000004 -0.010514999999999998 0.075730000000000006 0.0061450000000000003 0.09678500000000001 -0.070649999999999991 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 8 14 -8 9 10 11 -1 -11 -14 -5 16 18 -17 -16 23 21 -21 24 26 -22 -24 27 -12 -28 -29
right_child=1 2 -4 4 -6 -7 7 -9 -10 12 19 -13 13 -15 15 17 -18 -19 -20 20 22 -23 25 -25 -26 -27 28 29 -30 -31
leaf_value=0.0024332419595956235 0.0026987824531472214 0.0028393612490865638 0.00079959335708803668 0.0026704053494854838 0.00081837700609726583 0.001125518614179674 0.00084067576121617216 0.0022805074993359066 0.0033033012905535168 0.0024803756447121235 0.0028239271132833189 -3.1945476878363831e-05 0.0022257108101795282 0.00044627076606668385 0.00069356759753075954 0.0026414555738897521 0.0025403634805013305 0.00078418922902152399 0.0020995110376442463 0.0022809075684268043 0.0037400136022561906 -0.00056834360535258969 0.0024835504348970283 0.0016457491321863222 0.0026956983683338472 0.0006127030725217921 0.0039310514593451293 0.0048538767697218783 0.0023451903755221117 0.0031753216111351733
leaf_weight=48 102 34 115 25 63 20 26 164 89 316 1044 20 61 25 136 45 20 20 23 84 45 20 20 31 190 20 20 20 234 41
leaf_count=48 102 34 115 25 63 20 26 164 89 316 1044 20 61 25 136 45 20 20 23 84 45 20 20 31 190 20 20 20 234 41
internal_value=0 0.00168941 0.00153598 0.00168829 0.00161331 0.00261494 0.00172242 0.00208348 0.00262774 0.00260088 0.00266339 0.00170819 0.00231523 0.00170843 0.0014674 0.00134414 0.00108057 0.00206999 0.000896943 0.00270011 0.0024344 0.00173297 0.00269967 0.00277256 0.00289567 0.00154813 0.00279826 0.00287371 0.00247006 0.00372567
internal_weight=0 773 671 556 522 2348 459 190 2328 2239 1837 68 402 86 269 244 179 65 159 1769 379 104 275 1390 235 40 1359 1105 254 61
internal_count=3121 773 671 556 522 2348 459 190 2328 2239 1837 68 402 86 269 244 179 65 159 1769 379 104 275 1390 235 40 1359 1105 254 61
is_linear=0
shrinkage=0.00492917


Tree=1208
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 47 4 14 2 2 1 52 1 2 14 1 51 43 1 1429 51 15 4 4 16 47 4 0
split_gain=385.255 65.0981 37.2341 31.6663 26.7625 19.9191 16.412 15.7604 14.1838 13.313 11.5039 9.79119 6.61973 6.06547 5.83175 10.5723 4.73153 5.32294 5.35205 4.45183 4.30933 5.74841 5.52023 3.90417 3.9033 3.53302 4.45834 3.40954 3.27504 3.15471
threshold=0.104035 -0.40967499999999996 0.13075500000000004 -0.076779999999999987 0.088105000000000003 0.13404500000000005 -0.0060199999999999993 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.16540500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 -0.080324999999999994 0.080270000000000022 0.083420000000000008 0.11144500000000002 0.090455000000000021 0.23246000000000003 0.033845000000000007 -0.10850999999999998 0.078345000000000012 -0.036839999999999991 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 6 16 8 -1 12 9 11 24 20 29 -13 25 -16 -3 18 -18 -8 22 -22 -5 -11 -6 -15 -27 -20 -2 -4
right_child=1 2 7 5 10 -7 19 -9 -10 23 -12 13 -14 14 15 -17 17 -19 27 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029215373343574858 0.0032026582937999216 0.0020992469260362519 0.0014240436961554088 0.0031819726035099806 0.0029545502526158139 0.0021142710584453658 0.0020298253797162466 0.002080856137570415 0.0018933785788529727 0.0038690963761445788 0.0017104547725190268 0.0034258987631891635 0.00027614972635331273 0.002969724536860837 0.0016866016062538447 0.0028964928039302653 0.0010347296151907068 0.001229871603851528 0.0017101237888117015 0.0012333660483155836 0.0030282904611716004 0.0022815308921801335 0.0024402403507823522 0.0032516785844238349 0.0023271474591132057 0.0029371596856292348 0.0024951286178967035 0.0023242825287928064 0.0025396004760010306 0.00099225374139806687
leaf_weight=40 55 39 47 811 55 49 41 33 22 48 31 43 22 544 23 41 21 69 114 22 477 22 21 37 32 106 83 22 21 130
leaf_count=40 55 39 47 811 55 49 41 33 22 48 31 43 22 544 23 41 21 69 114 22 477 22 21 37 32 106 83 22 21 130
internal_value=0 0.00177234 0.00161823 0.002981 0.00189176 0.00301531 0.002206 0.00116667 0.00303469 0.00304582 0.00245757 0.00302411 0.00101507 0.00290336 0.00287517 0.00246169 0.00163981 0.00156053 0.00170584 0.0017517 0.00310031 0.00299537 0.00316325 0.00360034 0.00272378 0.00291128 0.00274304 0.00180947 0.00301944 0.00110691
internal_weight=0 691 615 2430 383 2327 103 232 2278 2256 118 2171 199 840 797 64 265 226 157 63 1331 499 832 85 87 733 189 136 76 177
internal_count=3121 691 615 2430 383 2327 103 232 2278 2256 118 2171 199 840 797 64 265 226 157 63 1331 499 832 85 87 733 189 136 76 177
is_linear=0
shrinkage=0.00142833


Tree=1209
num_leaves=31
num_cat=0
split_feature=1 52 1 45 2 457 9 10 45 4 1 15 15 10 2 2 160 13 13 1 16 151 48 131 51 484 16 12 16 1
split_gain=18.8387 4.52274 3.0117 3.52648 2.19551 3.80093 2.6525 1.86818 1.69709 1.68327 1.94087 1.85437 1.64797 1.50299 1.50299 1.43446 1.3947 1.38399 1.83366 1.35615 1.29578 1.14756 1.21045 1.09384 1.08421 1.06242 1.2102 1.07913 1.02257 1.51661
threshold=0.10124500000000002 -0.52606999999999993 0.14262000000000002 0.10526500000000001 0.11362000000000001 0.079590000000000008 -1.0000000180025095e-35 -0.074314999999999978 0.081955000000000014 0.042705000000000007 0.083345000000000016 -0.093244999999999981 -0.26481999999999994 -0.0087699999999999983 0.090175000000000019 0.13913500000000004 -1.0000000180025095e-35 -0.16152999999999998 -0.14819499999999997 0.13756000000000004 -0.45661999999999997 0.050660000000000004 0.088875000000000023 0.093840000000000021 0.10027500000000002 -0.078199999999999978 -0.046599999999999996 -1.0000000180025095e-35 -0.11118499999999999 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 13 -4 9 15 14 -12 16 -3 -11 17 -8 -1 -19 24 -16 28 -23 -9 -6 -14 -27 -28 29 -20
right_child=1 2 7 -5 19 -7 12 23 -10 10 11 -13 25 -15 20 -17 -18 18 21 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013552126212489713 0.0024226570297098196 0.0017258793668462084 -0.00049645602299505718 0.0032416787634405447 0.0010221063220326899 0.000572902935039055 0.0020748432648210967 0.0011993458438465041 0.0034210184916734125 0.0030244498077837156 0.0018295796584017257 0.00024994223485625935 0.0031295401578863465 0.00020326327671693162 0.0024628425315611582 0.0010800412908627197 0.00051469410912594006 0.0033466682730443563 0.0024307630603486239 8.4353096192528549e-05 0.0017397886043112362 0.0020923737747922558 0.00078408960735614278 3.2919065952462432e-05 0.0018659976421809238 0.0025295196226368349 0.0010747059295998199 0.0020859295353760393 0.0022508612066717347 0.0037490565968022254
leaf_weight=32 78 23 22 20 175 57 21 67 22 28 35 24 21 27 67 20 23 30 82 25 163 42 20 20 35 67 30 62 1762 21
leaf_count=32 78 23 22 20 175 57 21 67 22 28 35 24 21 27 67 20 23 30 82 25 163 42 20 20 35 67 30 62 1762 21
internal_value=0 0.00142328 0.00131112 0.00143539 0.00137156 0.00160126 0.00181518 0.000643051 0.00221106 0.00219962 0.0019032 0.00118702 0.00201865 0.000903667 0.00206698 0.00224639 0.00125931 0.00225812 0.00227288 0.00104803 0.00195042 0.00225617 0.00167035 0.000931202 0.00116275 0.00220426 0.00208205 0.00175618 0.00227564 0.00269954
internal_weight=0 773 695 586 566 331 274 109 2348 2326 317 59 224 50 258 2009 44 1989 1957 235 230 1927 62 87 210 180 159 92 1865 103
internal_count=3121 773 695 586 566 331 274 109 2348 2326 317 59 224 50 258 2009 44 1989 1957 235 230 1927 62 87 210 180 159 92 1865 103
is_linear=0
shrinkage=0.00437696


Tree=1210
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 157 1 12 16 0 1 15 16 47 40 12 11 15 0 41 43 15 49 133 475 49 1444 4 16 52
split_gain=15.3455 3.97241 2.30607 2.56877 2.50415 3.08193 2.02934 1.98629 1.75788 2.22647 1.7026 1.58318 1.48492 1.43725 1.68567 1.41888 1.64094 1.86539 1.45663 1.36652 2.09661 1.73829 1.59516 1.30203 1.77733 1.36101 1.26715 1.2495 1.22945 1.50936
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.078969999999999985 0.095950000000000021 -1.0000000180025095e-35 -0.034884999999999992 -0.084804999999999978 0.16773500000000005 -0.089024999999999979 0.23311500000000004 0.085505000000000012 -0.0087249999999999984 0.086700000000000013 1.0000000180025095e-35 0.040760000000000005 -0.11013499999999998 0.077565000000000009 -0.11008499999999999 0.13592500000000005 -0.097394999999999995 0.08784500000000002 -0.085684999999999997 -0.008964999999999999 -1.0000000180025095e-35 0.024790000000000003 -0.085589999999999986 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 8 -1 11 -10 13 -7 -9 -2 -15 16 18 -18 -3 21 -21 22 -17 24 25 -20 -24 28 29 -28
right_child=10 15 -4 4 -6 6 -8 12 9 -11 -12 -13 -14 14 -16 19 17 -19 23 20 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010087532611369925 0.00091913979302535027 0.0010129683036300728 0.0029516030651310816 0.00014858107174313165 0.0026349294232161868 0.0018462702579213541 0.0012157659095851279 0.0035550824243118823 0.0033451568214156067 0.0015643734216031885 -0.00019286682051542278 0.00038971773280172797 0.0021911331650634413 0.00061407550561318875 0.001957194151646852 0.0031887832878001701 0.0021349025496547416 0.0037702196682381215 0.0024738183254552916 0.00014009538677694171 0.0021242886721580183 0.0011405808784278964 0.0028648727668191738 0.0018208755299408666 0.0023039417970279635 0.0041461002020523755 0.0027554269440273243 0.0017479004109071034 0.0020445773312495292 0.0020543262255257708
leaf_weight=20 242 20 30 40 37 69 214 26 33 28 23 21 51 28 72 29 27 34 21 20 27 41 44 103 387 21 132 226 922 133
leaf_count=20 242 20 30 40 37 69 214 26 33 28 23 21 51 28 72 29 27 34 21 20 27 41 44 103 387 21 132 226 922 133
internal_value=0 0.00204393 0.00169821 0.00162845 0.00147823 0.00137256 0.00150669 0.00231294 0.001919 0.00252775 0.00103043 0.00150641 0.00265169 0.0011127 0.00158112 0.00213388 0.00232346 0.00304639 0.00224357 0.00206005 0.00127995 0.00208406 0.00211009 0.00228984 0.00240243 0.00330996 0.00208862 0.00206445 0.00212472 0.00240355
internal_weight=0 2756 569 539 442 405 365 97 151 61 365 90 77 342 100 2187 613 61 552 1574 47 1527 1486 532 429 42 1457 1413 1187 265
internal_count=3121 2756 569 539 442 405 365 97 151 61 365 90 77 342 100 2187 613 61 552 1574 47 1527 1486 532 429 42 1457 1413 1187 265
is_linear=0
shrinkage=0.00464487


Tree=1211
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 49 4 1 52 1 2 50 13 2 40 1 12 151 1 16 160 42 4
split_gain=456.945 75.5244 39.8738 30.4718 28.0093 20.1979 18.4054 16.8918 15.6513 14.5701 11.7731 11.3791 9.41734 8.41331 5.90751 5.83009 5.95586 10.3573 5.22402 4.8531 5.40571 4.81458 4.66707 4.39283 5.02679 4.1401 4.08088 8.98689 4.03908 3.75979
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.27834500000000006 0.077845000000000011 0.089885000000000007 -0.054984999999999992 -0.15464999999999998 0.13436000000000001 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.041865000000000006 -0.47860499999999995 0.31358000000000003 -0.078554999999999986 0.085345000000000018 0.082480000000000012 -0.00016499999999999997 0.13075500000000004 0.013515000000000001 -0.04016999999999999 0.083235000000000017 0.061775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 21 29 9 11 -4 22 -2 -9 -15 -13 -17 -18 19 -6 -21 -3 26 24 -24 -5 -1 -28 -29 -8
right_child=1 4 10 25 18 -7 7 13 -10 -11 -12 15 -14 14 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0032641456383200257 0.0019740708302712915 0.0014147511588000724 0.0029219564979160533 0.0019241939432495141 0.0011354991738826 0.002185910880910046 0.0028814880774366957 0.0024511312064651814 0.0036970050855841242 0.0019472553447589024 0.0018407278017640734 0.003468136909434347 0.002930542472547093 0.0016203462009653578 0.00091057730811240569 0.002974322396188838 0.0017769553416063216 0.0029510011721327087 0.0013454824755561492 0.00070127422122110382 -0.0002213381305174278 0.00078997018435862513 0.0021589697836401252 0.0031151589639849642 0.0029858091482719471 0.0012376450855788518 0.0021939272924359032 0.0037178724253242538 0.0029686435349657227 0.0021567165121926914
leaf_weight=794 24 46 28 61 22 48 25 21 84 22 67 43 127 155 27 741 23 41 23 33 20 51 21 385 46 24 23 21 43 32
leaf_count=794 24 46 28 61 22 48 25 21 84 22 67 43 127 155 27 741 23 41 23 33 20 51 21 385 46 24 23 21 43 32
internal_value=0 0.00175819 0.00304871 0.002401 0.00142478 0.00308489 0.00160681 0.00180102 0.00310376 0.00308114 0.00215941 0.00309257 0.00277852 0.00161189 0.00151505 0.00296576 0.00293892 0.00252908 0.000761657 0.000582617 0.000353119 0.00108626 0.00317325 0.00305757 0.00272665 0.00173034 0.0032326 0.00294468 0.00321448 0.0024746
internal_weight=0 691 2430 236 455 2335 357 260 2287 2203 95 2181 151 203 182 848 805 64 98 75 53 97 1333 452 67 85 881 87 64 57
internal_count=3121 691 2430 236 455 2335 357 260 2287 2203 95 2181 151 203 182 848 805 64 98 75 53 97 1333 452 67 85 881 87 64 57
is_linear=0
shrinkage=0.00140032


Tree=1212
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 2 2 34 4 15 52 1 2 12 1 0 131 2 15 52 2 160 31 16
split_gain=539.147 90.8738 57.5918 44.2424 30.1694 26.0921 24.0014 20.0465 17.3456 17.0039 14.3523 13.1629 9.9864 8.68987 6.76252 6.58587 5.87605 5.63043 10.1068 5.27221 4.65289 5.99179 4.56518 7.85817 4.43502 4.17832 4.45326 7.03052 4.15195 3.97503
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.13754500000000003 -1.0000000180025095e-35 0.42051500000000003 -0.087679999999999994 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.095780000000000018 0.085345000000000018 -0.10011499999999998 0.08844500000000001 0.31358000000000003 -0.45963999999999994 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 -0.077289999999999984 0.0073350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 25 6 8 15 11 12 -6 20 13 28 -15 -1 -13 19 -19 -18 29 -22 23 -14 -16 -3 27 -27 -4 -5
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 16 22 14 24 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0036102388650472959 0.0034641857375805186 0.0016737896375676113 0.0013631644089240912 0.0036614241821099529 0.0031209689197004803 0.0018122693807876237 0.0023198699276633017 0.0020536997503517638 0.004144513827155253 0.0022023675675687934 0.0018768837068916793 0.0038567606028070927 0.00091339722185658533 0.0022168704973838166 0.001884119698744512 0.0027545408550791952 0.003447355788266195 0.0020893710296720743 0.0033134250335585085 0.0031943189379477258 0.0029077568989688595 0.0034989439529286605 0.0014609383638448505 -0.00011585339717042439 0.00098586084591975143 0.0030506546635065131 0.0017824386762137099 0.0020051111149010994 0.00047787690476975826 0.0033349943374000081
leaf_weight=35 76 108 22 790 81 20 37 67 86 37 26 43 74 33 20 42 413 22 41 303 40 403 20 20 28 20 60 43 23 88
leaf_count=35 76 108 22 790 81 20 37 67 86 37 26 43 74 33 20 42 413 22 41 303 40 403 20 20 28 20 60 43 23 88
internal_value=0 0.00196126 0.00177553 0.00341969 0.00217913 0.00346903 0.00348365 0.00263644 0.00350297 0.00128305 0.00281867 0.00347722 0.00114132 0.001424 0.00170918 0.00314349 0.00333247 0.00330353 0.00288598 0.00334027 0.00356729 0.00344556 0.000828887 0.000694408 0.00136014 0.00188289 0.0020665 0.00233703 0.000910684 0.00362871
internal_weight=0 691 615 2430 338 2286 2266 144 2229 277 107 2143 240 126 81 77 822 779 63 716 1321 443 114 94 48 231 123 63 45 878
internal_count=3121 691 615 2430 338 2286 2266 144 2229 277 107 2143 240 126 81 77 822 779 63 716 1321 443 114 94 48 231 123 63 45 878
is_linear=0
shrinkage=0.00145689


Tree=1213
num_leaves=31
num_cat=0
split_feature=1 155 3 148 2 15 457 11 14 16 2 0 49 132 3 45 39 10 42 3 4 4 15 4 4 158 52 0 4 13
split_gain=17.1234 4.15738 3.07624 1.93598 1.9761 2.57 2.24092 2.25505 2.06692 2.87589 1.80013 1.74232 1.62677 1.61062 2.11383 1.38078 1.52598 1.35763 1.21326 1.19537 2.09321 1.18237 1.1438 2.02554 1.36533 1.06736 2.05597 1.69725 1.48379 1.10384
threshold=0.10124500000000002 0.11198500000000002 0.31299000000000005 -0.10069499999999999 0.12043500000000001 -0.41942499999999994 0.080930000000000016 0.084110000000000004 -1.0000000180025095e-35 -0.5009849999999999 -0.0050599999999999994 0.22582000000000002 -0.067649999999999988 0.10613500000000002 0.42240500000000009 0.081955000000000014 -0.04725999999999999 -0.012544999999999999 0.11387000000000001 -0.081924999999999984 -0.078629999999999992 0.022185000000000003 -0.41942499999999994 -0.031404999999999995 0.51164000000000009 0.07968500000000002 0.11639500000000001 -0.082844999999999988 -0.015624999999999998 -0.00051499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 5 8 7 10 -5 -10 -7 15 -8 14 -4 16 -1 -18 25 -20 -21 -22 24 -24 -6 29 27 28 -27 -19
right_child=1 -3 13 4 22 6 12 -9 9 -11 -12 -13 -14 -15 -16 -17 17 18 19 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00091854969837448981 6.9479776382670489e-06 0.0021725332663900415 0.00060824044218065799 0.0016281000492898614 0.0020795219728505987 0.00082197704160009294 0.00026633057146135643 0.0030822149669775677 0.0014773258120638979 -0.00046074426524768077 0.0018167752719557119 0.00072315363791735981 0.001652698864438666 0.0014059541825239556 -0.00085946086271933915 0.0029299985761019414 0.00098590791775680963 0.0019852424051637436 0.0021754325675661353 0.00020161450572321103 0.0018917412702068146 0.00091970943640475175 0.0017074742059372601 0.00040481900830921887 0.00087039201685293441 0.0031680958207128411 0.0010649813932642987 0.0018502025188507052 0.0022953166558449941 0.0017591145665237665
leaf_weight=25 20 68 68 32 26 35 31 20 21 31 198 20 25 26 21 22 25 1374 44 20 76 28 25 89 37 49 23 76 91 475
leaf_count=25 20 68 68 32 26 35 31 20 21 31 198 20 25 26 21 22 25 1374 44 20 76 28 25 89 37 49 23 76 91 475
internal_value=0 0.00121769 0.00112559 0.00124352 0.00128691 0.00144669 0.00161718 0.00177919 0.000819523 0.000321938 0.00166734 0.00191156 0.000885245 0.000520578 0.000261929 0.00192177 0.00191215 0.00192304 0.00193342 0.00160283 0.00139965 0.00163004 0.000932135 0.000690489 0.0013694 0.00196002 0.00221431 0.00233669 0.00260079 0.00192715
internal_weight=0 773 705 590 570 393 309 253 84 52 233 2348 56 115 89 2328 2306 2281 2256 168 124 104 177 114 63 2088 239 216 140 1849
internal_count=3121 773 705 590 570 393 309 253 84 52 233 2348 56 115 89 2328 2306 2281 2256 168 124 104 177 114 63 2088 239 216 140 1849
is_linear=0
shrinkage=0.00404364


Tree=1214
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 3 10 10 401 43 4 51 12 11 15 133 12 43 1454 12 2 0 50 41 43 15 49 123 34 13
split_gain=13.888 3.57156 2.41736 2.32123 1.84933 1.80669 1.6621 2.0948 1.83013 1.48153 1.56089 1.4608 1.26604 1.44726 1.82137 1.24893 1.43425 2.28304 1.86809 1.57753 1.40623 1.7191 1.35623 1.24421 1.71002 1.41826 1.28583 1.23874 1.37142 1.42561
threshold=0.11829500000000003 0.078300000000000008 -0.096099999999999977 -0.078139999999999973 0.11924500000000002 -0.14847999999999997 -0.079859999999999987 -0.38851999999999992 0.085900000000000018 -0.11720999999999999 1.0000000180025095e-35 -0.08824499999999999 0.086700000000000013 0.075910000000000019 0.040760000000000005 0.08784500000000002 0.085885000000000017 -0.0019149999999999998 0.081220000000000014 0.083645000000000011 0.084715000000000013 -0.084144999999999984 0.10583000000000002 0.077565000000000009 -0.11008499999999999 0.13592500000000005 -0.097394999999999995 0.12630500000000003 -0.038779999999999995 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 7 -2 27 -4 11 -11 13 15 -15 16 17 18 22 -19 -18 -22 -3 25 -25 26 -14 28 -8 -30
right_child=6 12 3 4 -6 -7 8 -9 -10 10 -12 -13 23 14 -16 -17 20 19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00023811610982081192 0.00084485350405178242 0.0021379209038464432 0.0017690957754976963 0.00081235232065818936 0.0010753275285671914 0.0019980980670100388 0.00044408184153432197 -0.00094034508088331912 -0.00014552888052184372 0.0001848133962384633 2.6378683185072209e-05 0.0014823617505594707 0.0027720607544944381 0.0018769485895493425 0.0034319230526054477 0.0015590088879510917 0.0018948548192356165 0.00024712704912808244 0.00084098343885819773 0.001685450082044313 0.0039410804280693226 0.0023261068869475758 0.0032954852589226762 0.00014422308552470772 0.0018328161706239292 0.0010342323712133922 0.0018412853972063327 6.2004630236603598e-05 0.00094915381578291344 0.0016448383143741409
leaf_weight=28 34 253 50 27 64 279 40 20 24 22 31 68 29 27 31 108 33 21 20 48 23 28 21 20 27 41 1457 20 105 122
leaf_count=28 34 253 50 27 64 279 40 20 24 22 31 68 29 27 31 108 33 21 20 48 23 28 21 20 27 41 1457 20 105 122
internal_value=0 0.00180105 0.00149214 0.00155705 0.00175196 0.00189347 0.000892494 0.000183669 0.00101557 0.00113532 0.000873423 0.00116518 0.00188142 0.00205017 0.00270806 0.00198142 0.00208348 0.00196422 0.00213238 0.0012477 0.00259888 0.00305443 0.00222664 0.0018157 0.00111427 0.00183729 0.00185945 0.00111266 0.00119137 0.00132305
internal_weight=0 2756 569 541 370 306 365 54 311 171 121 90 2187 613 58 555 447 363 294 69 84 51 274 1574 47 1527 1486 287 267 227
internal_count=3121 2756 569 541 370 306 365 54 311 171 121 90 2187 613 58 555 447 363 294 69 84 51 274 1574 47 1527 1486 287 267 227
is_linear=0
shrinkage=0.00437696


Tree=1215
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 0 49 4 2 4 4 1 4 0 475 3 48 12 12 3 47 151 131 2 3
split_gain=465.823 80.1652 51.3637 38.7887 25.5753 24.3305 16.4254 15.4497 12.7102 12.5832 11.2634 11.8294 10.6259 8.68087 8.66314 8.21982 6.87004 5.6801 6.88356 5.52107 5.45965 4.59868 5.03355 4.722 4.51506 4.39105 4.69113 4.34679 6.36402 3.34676
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14530500000000005 -0.10474999999999998 0.082865000000000008 0.27834500000000006 0.14285500000000004 0.27834500000000006 0.0061450000000000003 0.083135000000000014 -0.55119499999999988 -0.079119999999999982 -0.081364999999999979 -0.0063699999999999989 0.082620000000000013 0.09141500000000001 0.095780000000000018 -0.12711499999999995 0.090100000000000013 -0.088784999999999989 0.082750000000000004 0.31358000000000003 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 10 13 -5 19 11 16 -6 14 -4 17 -1 -12 -19 -7 -18 23 -23 -21 -20 26 -3 28 -15 -28
right_child=1 2 7 8 12 9 -8 -9 -10 -11 15 -13 -14 27 -16 -17 20 18 24 21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0027170885755948646 0.0028499249772328946 0.0019107394686563757 0.0015842185112404678 0.0027167149897431792 0.0025765084850232906 0.0030906857604679591 0.0034983971056150014 0.0017645610499109547 0.0016369016883939385 0.0017565627422810163 0.0035927723376625578 0.0032023539752336584 0.0016724409642786223 0.00060521277706820616 0.00083838577072347861 0.0025481897445187016 0.0014620927136050033 0.0029718703090581347 0.0023044189625618565 0.0028158048955644571 0.0022895746213964238 0.0017239285897019071 0.0025216901362053374 0.0024723865353524751 0.0028107311847500823 0.0019475751229018658 0.0011490915110941914 0.0010852209028386671 -0.00027333382717172142 0.0015277338179869281
leaf_weight=48 76 29 39 28 72 39 79 37 67 34 23 36 35 59 102 110 20 1144 35 132 52 23 38 161 361 32 91 20 20 79
leaf_count=48 76 29 39 28 72 39 79 37 67 34 23 36 35 59 102 110 20 1144 35 132 52 23 38 161 361 32 91 20 20 79
internal_value=0 0.00154582 0.00138467 0.00279822 0.00173679 0.00283252 0.00289752 0.000954996 0.00195516 0.0025421 0.00287156 0.00252567 0.00228079 0.000830188 0.00104468 0.00290382 0.00232267 0.00292884 0.00291893 0.00261006 0.00205972 0.0025571 0.00222089 0.0026271 0.00276598 0.00148481 0.0014104 0.0005247 0.000382796 0.00132505
internal_weight=0 691 615 2430 338 2335 1908 277 95 427 1829 156 107 240 141 1673 120 1563 1540 393 72 354 61 293 396 231 199 99 79 170
internal_count=3121 691 615 2430 338 2335 1908 277 95 427 1829 156 107 240 141 1673 120 1563 1540 393 72 354 61 293 396 231 199 99 79 170
is_linear=0
shrinkage=0.00134594


Tree=1216
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 4 48 51 16 157 48 1 13 10 40 132 3 14 15 0 474 16 4 49 49 0 160 40 16 401
split_gain=13.5781 3.37565 2.37253 1.77531 2.84801 1.93734 1.65024 1.82942 1.61756 1.73048 2.85202 2.45088 1.60181 1.515 1.50315 1.42471 1.72558 1.24411 1.44042 1.26943 3.51376 2.99329 3.04853 2.46341 2.19923 1.68438 1.67179 1.44688 1.19857 2.74655
threshold=0.10124500000000002 0.11245500000000001 0.31299000000000005 0.10222000000000002 -1.0000000180025095e-35 -0.050494999999999991 0.14779000000000003 0.10532000000000001 -0.42170999999999997 -0.0021849999999999994 0.084670000000000009 0.12577000000000002 -0.0075049999999999987 0.069930000000000006 0.051255000000000002 0.10613500000000002 0.42240500000000009 0.062655000000000016 0.094035000000000007 -0.10096999999999999 0.084880000000000011 -0.040964999999999994 -0.0029599999999999995 -0.007794999999999999 -0.069799999999999987 -0.10607499999999999 -1.0000000180025095e-35 -0.081174999999999983 0.0057500000000000008 0.080710000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 -2 -5 7 8 -7 12 11 -11 -10 -6 17 16 -4 19 -19 20 21 22 -1 24 -24 -25 -23 -21 -29 -30
right_child=1 -3 15 5 13 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 27 -22 26 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.00014771020122524478 0.00062276986387855193 0.0020026856683613334 0.00052733401053840388 0.0017639936808284472 0.0017923582851591773 0.0011323277513810043 -0.00037923850621719582 0.001911901701556931 0.00034278481469198689 -0.0016571563213767901 0.00094324480485319395 0.00024410829926716009 0.0020063724874008972 0.00080441174163261718 0.00058718923616181103 0.0013212407479758893 -0.00085232416602287764 0.0026540806197441385 0.0015525620194077874 0.00088902347016762658 -0.00024381393024407885 0.0018114271695290737 0.0015490141064589031 0.0022925962004294561 1.9470446777993879e-05 0.0011397295764215519 0.0034368072017835014 0.0018365333650805405 0.0016671837367587888 0.00020637748574016038
leaf_weight=21 67 66 68 41 164 110 20 27 21 21 40 28 20 33 20 26 21 55 34 33 20 24 41 75 28 32 21 1472 448 24
leaf_count=21 67 66 68 41 164 110 20 27 21 21 40 28 20 33 20 26 21 55 34 33 20 24 41 75 28 32 21 1472 448 24
internal_value=0 0.00109277 0.00100783 0.00111524 0.00137204 0.000908557 0.000786352 0.000873662 0.000756861 0.000439157 0.000109714 -0.000570719 0.00115429 0.00162686 0.00173561 0.000454888 0.000201797 0.00174548 0.00223328 0.00172609 0.00145092 0.00159098 0.00136735 0.00154813 0.00092833 0.00194781 0.00256994 0.00176255 0.00177738 0.00159291
internal_weight=0 773 707 592 264 328 287 267 240 130 89 49 41 197 2348 115 89 2328 89 2239 262 242 197 176 69 107 45 1977 1944 472
internal_count=3121 773 707 592 264 328 287 267 240 130 89 49 41 197 2348 115 89 2328 89 2239 262 242 197 176 69 107 45 1977 1944 472
is_linear=0
shrinkage=0.004207


Tree=1217
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 4 1 2 16 2 49 1 1429 159 150 2 157 51 52 49 0 3 475 52 150 133 49
split_gain=496.841 81.3529 37.6013 36.5962 32.6559 25.4199 18.1445 15.4835 14.1697 13.1755 10.7416 10.4301 9.6238 8.63958 6.12236 11.0528 5.8109 7.82331 5.52714 4.77688 4.57174 4.53718 4.52725 6.56104 4.13301 3.9806 4.49536 4.40633 4.43256 3.94749
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.085505000000000012 0.27834500000000006 0.077845000000000011 0.092235000000000025 -0.042349999999999992 0.31358000000000003 -0.054984999999999992 0.080270000000000022 0.084690000000000015 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -0.41266499999999995 0.11144500000000002 0.12418000000000001 0.082865000000000008 -0.12333499999999999 -0.0069549999999999994 -0.082139999999999991 0.039215000000000007 0.081835000000000019 0.10995500000000001 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 16 6 8 12 10 -4 14 -9 21 -2 20 22 17 18 24 -12 -1 -6 23 -16 -3 -21 27 28 -27 -19
right_child=1 4 9 -5 7 -7 -8 11 -10 -11 19 -13 -14 -15 15 -17 -18 29 -20 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0037371331870658833 0.0023826045613411844 0.0024815487580476065 0.0034628590952975515 0.0019650684417746134 0.0011390043285716531 0.0024509869163371572 0.0042930759035855071 0.0015393513290222188 0.0023263739344642313 0.0021999930319578209 0.0040498491328059757 0.0027833788146542 0.00020038019888844971 0.0033940793422255451 0.0029202988929385837 0.0024382843664735128 0.001655542027264083 0.0022378255851751728 0.0020125604598663408 0.0037883630711301767 0.0031241450334375635 0.0018142623263207199 0.0042787746998804764 0.0035821257828820619 0.0033558837907338964 0.0033543586381063668 0.0034863298532875182 0.0025172853138919048 0.0028393326588408629 0.001426309326399901
leaf_weight=951 24 24 28 85 158 48 84 49 22 67 27 24 24 127 39 22 38 38 21 54 30 28 20 437 28 238 295 20 48 23
leaf_count=951 24 24 28 85 158 48 84 49 22 67 27 24 24 127 39 22 38 38 21 54 30 28 20 437 28 238 295 20 48 23
internal_value=0 0.00203994 0.00352568 0.00277653 0.00165789 0.00356447 0.00358784 0.00133498 0.00356095 0.00257221 0.0035734 0.00194835 0.00112177 0.00323332 0.00364659 0.00351061 0.00218918 0.00234051 0.002682 0.00341255 0.00371839 0.00124066 0.00355818 0.0035279 0.00295234 0.00338627 0.00335015 0.00321886 0.00326792 0.00193184
internal_weight=0 691 2430 236 455 2335 2287 283 2203 95 2181 73 210 151 1499 518 172 134 73 682 981 186 496 476 52 655 601 306 286 61
internal_count=3121 691 2430 236 455 2335 2287 283 2203 95 2181 73 210 151 1499 518 172 134 73 682 981 186 496 476 52 655 601 306 286 61
is_linear=0
shrinkage=0.00154607


Tree=1218
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 0 49 1 2 4 2 34 4 0 156 3 0 475 48 12 47 14 12 13 2
split_gain=475.301 78.7983 48.4153 36.6021 24.3625 23.8158 13.5552 13.4755 13.2938 12.1996 9.89052 14.4229 9.94684 9.28587 8.64619 8.30243 8.14303 6.5632 6.54778 8.36726 6.51291 6.25982 5.1883 5.18477 4.85698 4.60501 5.70537 4.44728 4.3664 4.35494
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.14530500000000005 -0.10474999999999998 0.082865000000000008 0.085345000000000018 0.10672500000000001 0.0061450000000000003 0.14838000000000004 -1.0000000180025095e-35 0.27834500000000006 -0.079119999999999982 -1.0000000180025095e-35 -0.12711499999999995 -0.14454499999999995 -0.066784999999999983 0.082620000000000013 0.095780000000000018 0.090100000000000013 -0.23083499999999998 0.09141500000000001 -1.0000000180025095e-35 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 15 10 -5 22 11 12 21 -6 18 16 -4 -18 -12 -20 -21 -1 -7 24 -24 26 -3 -25 -19 -14
right_child=1 2 6 8 13 9 -8 -9 -10 -11 14 -13 29 -15 -16 -17 17 28 19 20 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0038308013070218064 0.0033011029826940722 0.0023032735881801784 0.0008266201883022833 0.0032275252016542018 0.0029412880757698589 0.0034970850102488652 0.0020979111567208907 0.0039657344912118093 0.0020321685828099531 0.0021587590525267725 0.0034687362346971372 0.0038091052816509627 0.0028470003555954616 0.0019858020214860825 0.0029890860000361102 0.0007812819283613407 0.0020944538966053586 0.0010995041535765446 0.0041101272610426839 0.0026409531634469614 0.0032679940207111383 0.0028299147792155916 0.0032985026525171072 0.0021112028070392457 0.0029133681990909238 0.0023454523540912772 0.0016400122532777514 0.0029270054060615458 0.0018575120091004547 0.0020582296598553075
leaf_weight=21 76 33 45 28 77 52 37 79 67 34 1144 36 24 30 110 84 34 54 23 39 357 36 126 23 155 32 166 37 23 39
leaf_count=21 76 33 45 28 77 52 37 79 67 34 1144 36 24 30 110 84 34 54 23 39 357 36 126 23 155 32 166 37 23 39
internal_value=0 0.00190159 0.00172864 0.00327094 0.00209869 0.00330701 0.0012771 0.00337661 0.00238448 0.00299599 0.00335117 0.00300032 0.00275769 0.00267339 0.00338388 0.00115055 0.00134939 0.00156133 0.00341167 0.00325586 0.00320624 0.00319866 0.00306842 0.00300305 0.00308606 0.00183249 0.00175 0.00261428 0.00132592 0.00235871
internal_weight=0 691 615 2430 338 2335 277 1908 95 427 1829 156 120 107 1673 240 156 111 1563 419 396 57 393 341 281 231 199 60 77 63
internal_count=3121 691 615 2430 338 2335 277 1908 95 427 1829 156 120 107 1673 240 156 111 1563 419 396 57 393 341 281 231 199 60 77 63
is_linear=0
shrinkage=0.00145689


Tree=1219
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 0 49 1 4 2 12 475 2 4 1 52 52 12 2 0 52 12 10 0
split_gain=630.633 102.906 65.1132 48.1985 43.7066 31.6158 23.0199 20.6959 20.4547 17.1821 14.4679 11.9134 16.0637 10.8627 10.2289 8.59525 6.0932 6.03455 5.89898 5.83329 6.0087 5.19474 6.96678 5.10314 5.04219 5.01517 4.67157 4.04381 3.70389 3.66751
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.077845000000000011 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 0.14122000000000004 0.087695000000000009 -0.081364999999999979 0.17025000000000004 -0.52556499999999995 0.089770000000000016 0.039215000000000007 -0.12647999999999995 0.088795000000000013 0.087995000000000004 -0.062294999999999996 0.13389000000000004 0.10149500000000002 -0.38851999999999992 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 8 -6 18 11 17 -5 12 13 -1 16 26 19 -7 -4 -13 -21 22 27 -24 -15 -23 -3 -19 -20 -18
right_child=1 2 7 10 6 9 -8 -9 -10 -11 -12 14 -14 24 -16 -17 29 21 28 20 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002440475302710827 0.0024754627872828833 0.0011227636852009727 0.00054648755578453841 0.0023519564029905065 0.0022283278416386559 0.0026918641426801238 0.0011738720773766869 0.001491039595575959 0.0031135153085758843 0.0013261933688859309 0.0013879635691584175 0.00323889694607664 0.002890357696288412 0.002038800548242637 0.0022240039141540185 0.00053177578430939907 0.0025322074016995901 0.0024222484500877814 0.00035887748009591421 0.0026567287011053948 0.0021051952737276662 0.0025041820767366316 0.0014813232337236126 0.0020567155908173028 0.0014380092332965629 0.002073346816540454 0.0016648134554480445 0.0019321593534468234 -0.00025863883681620568 0.0022204280818342729
leaf_weight=49 76 242 122 28 85 39 38 26 79 26 67 21 36 37 110 30 776 81 28 689 26 114 29 60 34 49 22 29 22 51
leaf_count=49 76 242 122 28 85 39 38 26 79 26 67 21 36 37 110 30 776 81 28 689 26 114 29 60 34 49 22 29 22 51
internal_value=0 0.00123912 0.00108634 0.00245845 0.00133886 0.00249044 0.00190256 0.00055453 0.00255243 0.00221342 0.00167209 0.0025282 0.00223054 0.00203259 0.00255596 0.00110302 0.00257932 0.00227095 0.000412965 0.00265386 0.00263667 0.0022256 0.0021035 0.00186923 0.0017511 0.00237467 0.00116793 0.00229304 8.71703e-05 0.00251298
internal_weight=0 691 615 2430 417 2335 123 198 1908 427 95 1829 156 120 1673 294 1563 401 172 736 715 362 199 89 71 163 264 110 50 827
internal_count=3121 691 615 2430 417 2335 123 198 1908 427 95 1829 156 120 1673 294 1563 401 172 736 715 362 199 89 71 163 264 110 50 827
is_linear=0
shrinkage=0.00112622


Tree=1220
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 47 1 2 0 49 2 4 4 1 12 4 2 1 52 52 16 49 133 47 0 15 10
split_gain=529.319 81.8288 53.5903 43.7857 27.0896 26.2753 18.9723 15.4507 15.23 13.5352 12.9899 10.5442 13.9674 10.0014 9.38266 8.47123 7.74856 6.04799 5.35521 5.1928 4.62349 4.60526 5.5685 4.55326 4.26501 4.73825 3.78034 4.82282 3.71261 4.38832
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088105000000000003 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.077845000000000011 0.11474000000000002 -0.10607499999999999 0.082865000000000008 0.14838000000000004 0.0061450000000000003 0.40945500000000007 0.083345000000000016 0.087695000000000009 -0.51843499999999987 0.087995000000000004 0.089875000000000024 -0.56176499999999996 0.039215000000000007 0.19444000000000003 -1.0000000180025095e-35 0.11667000000000001 0.078345000000000012 -0.23091999999999999 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 26 11 21 13 -5 -7 12 16 15 17 -4 -1 18 -13 -18 -20 -6 24 -24 -23 -26 27 -3 -15 -30
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 14 -14 28 -16 -17 19 -19 20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0026751996862045663 0.0027227810758052736 0.001802315075453803 0.0014002608288958157 0.0026322153982664604 0.0030292426220144995 0.0024251082933958671 0.0034922623610303318 0.0016956451977391679 0.0016291724256640857 0.0015397600871710675 0.0013531152366732583 0.0036192208088856037 0.0031998354891491676 0.00071529714442534185 0.0024729215045282598 0.00072153512302273212 0.0023204380992800054 0.0027970572300373294 0.0029621528777048411 0.0015744156766679472 0.0023476063167423926 0.0018600187912809916 0.0027859649059032818 0.0021425812984023703 0.0025301434887122871 0.0019353201212054182 0.0017425223596168543 0.0012094976495479577 0.00054223796763835398 -0.00021837610576110582
leaf_weight=43 76 28 45 28 34 81 76 39 37 67 26 21 35 31 108 111 33 814 686 32 22 24 148 22 171 27 40 163 25 28
leaf_count=43 76 28 45 28 34 81 76 39 37 67 26 21 35 31 108 111 33 814 686 32 22 24 148 22 171 27 40 163 25 28
internal_value=0 0.00143105 0.00127142 0.0027399 0.00277563 0.00162405 0.0028465 0.00249061 0.000841145 0.00186175 0.00216462 0.00281915 0.00247541 0.000719657 0.00284892 0.000917321 0.00224064 0.00287524 0.00296253 0.00195317 0.00294306 0.00256339 0.00252298 0.0027027 0.00238535 0.00244903 0.00137365 0.0012964 0.000352567 0.000140404
internal_weight=0 691 615 2430 2335 338 1870 465 277 95 107 1794 143 240 1651 156 108 1543 729 65 708 426 392 170 222 198 231 191 84 53
internal_count=3121 691 615 2430 2335 338 1870 465 277 95 107 1794 143 240 1651 156 108 1543 729 65 708 426 392 170 222 198 231 191 84 53
is_linear=0
shrinkage=0.00131955


Tree=1221
num_leaves=31
num_cat=0
split_feature=1 1 457 2 0 9 0 15 3 15 16 51 0 4 4 3 52 43 15 3 151 475 16 13 12 39 2 0 14 12
split_gain=21.4411 4.84338 3.62614 3.24402 2.28457 2.01408 1.7169 1.71555 2.43307 2.03655 5.03325 6.15378 3.68277 3.34742 2.6373 3.31247 1.61478 1.60919 2.55622 1.71054 1.7863 1.83486 1.54458 1.52782 2.76084 2.73675 1.51709 1.38435 2.07015 2.03019
threshold=0.10124500000000002 0.13146500000000003 0.079590000000000008 0.10672500000000001 0.030935000000000004 -1.0000000180025095e-35 0.024095000000000002 0.040760000000000005 -0.15447499999999995 -0.0063699999999999989 0.066275000000000014 -0.089864999999999987 -0.030209999999999997 -0.067104999999999984 -0.013125 -0.13927999999999999 0.10024500000000001 -0.073404999999999984 -0.11033999999999998 -0.097174999999999984 -0.044604999999999992 -0.07550999999999998 -0.0094449999999999968 -1.0000000180025095e-35 -0.10022999999999999 0.15619500000000003 0.13712500000000002 -0.071719999999999992 -0.23083499999999998 -0.083994999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 27 -2 23 9 -9 12 11 -11 13 -1 15 -13 -12 -15 -19 -20 -21 -22 -4 24 -3 26 -25 28 -5 -30
right_child=1 6 22 4 -6 -7 -8 8 -10 10 16 14 -14 17 -16 -17 -18 18 19 20 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0039437171366353031 0.0010682638823266851 0.0016129271751124615 0.0010666039845155266 0.0024811677420785963 0.0022555462221092852 0.0022366457405975683 -0.0001441192001952619 0.0033491951417169447 0.0022496540962537743 -0.00095142536979589594 0.002693131388179571 0.0022765743768222058 0.00039960580424219187 0.0022731211498463423 0.0024793282042961215 -3.8861280728769149e-05 0.0013865974095043209 0.002440625670798707 0.00043573716504933027 0.0026384105604755795 0.002860902858587277 0.0014634460239529418 -0.00029545950042501092 0.0028107086949012336 0.00024498427843397256 0.00010140529548177531 0.0012846504960242334 0.00045690605120159107 -1.2446421228506374e-05 0.0013941521640791501
leaf_weight=20 33 41 58 25 42 197 32 40 1067 24 74 20 23 615 35 29 24 119 20 38 20 180 22 24 91 20 26 45 25 92
leaf_count=20 33 41 58 25 42 197 32 40 1067 24 74 20 23 615 35 29 24 119 20 38 20 180 22 24 91 20 26 45 25 92
internal_value=0 0.00132368 0.00155196 0.00170184 0.00133307 0.00206901 0.000797854 0.00216412 0.00228938 0.00205238 0.00165494 0.00100321 0.00213148 0.00217084 0.00156168 0.000906214 0.00237316 0.0021351 0.00190994 0.00166517 0.00176848 0.00160319 0.000692037 0.000947077 0.000669876 0.0014698 0.00201716 0.00112589 0.00133789 0.0010936
internal_weight=0 773 539 459 229 230 234 2348 1107 1241 206 108 1035 1012 84 49 98 992 377 258 238 200 80 202 132 70 50 187 142 117
internal_count=3121 773 539 459 229 230 234 2348 1107 1241 206 108 1035 1012 84 49 98 992 377 258 238 200 80 202 132 70 50 187 142 117
is_linear=0
shrinkage=0.00437696


Tree=1222
num_leaves=31
num_cat=0
split_feature=1 1 16 3 12 2 13 43 131 16 40 130 4 45 124 12 4 3 0 401 4 4 3 52 2 52 160 160 51 376
split_gain=17.3673 4.04296 2.89349 1.75866 2.03858 1.74388 1.88937 2.21801 1.66836 1.54711 1.51119 1.50943 1.83795 1.469 1.47281 1.28328 1.49274 2.0079 1.60778 2.37522 4.34347 2.20089 2.38211 1.34026 1.65831 1.61677 1.28071 1.17031 1.15882 1.14655
threshold=0.10124500000000002 0.12000500000000001 0.5136400000000001 0.30112000000000005 -0.42850999999999995 0.10222000000000002 -0.066634999999999986 -0.085594999999999991 0.090175000000000019 -1.0000000180025095e-35 0.051255000000000002 -0.0060099999999999989 -0.031404999999999995 0.081955000000000014 -0.076779999999999987 0.11734000000000001 -0.082249999999999976 0.092670000000000016 -0.087319999999999995 0.080190000000000011 -0.08835999999999998 -0.50940999999999981 -0.10519499999999998 -0.0080349999999999987 0.084515000000000021 0.11277500000000001 -0.082299999999999984 -0.0094199999999999978 -0.40274499999999996 0.084545000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 11 -5 6 8 -8 -2 -9 13 -3 -13 14 29 16 18 -18 -16 21 -21 22 -20 24 -23 27 -7 -25 -14 -1
right_child=1 3 -4 4 -6 26 7 9 -10 -11 -12 12 28 -15 15 -17 17 -19 19 20 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081310743156997266 0.0026242266969867282 0.00010893851626493004 0.0019670622370550842 0.0010100731864251212 -0.00013147010317597326 0.0016531704142912131 0.0020280885944414006 0.0010986541639439566 0.0014029231077688287 -0.00014588856018155503 0.00063985823662354128 0.001864991434677492 0.0016340114587984362 0.0026318781302391912 0.0022676392842261796 0.001205033132677413 0.0016561544420123579 0.00077542888434475215 0.0034597171204917838 -0.00034974966895043899 0.0020074446089158255 0.00039973788181159222 0.0019030847553695553 0.0027500542677149861 0.0016156913004941713 0.00084330406194822911 0.00079708474421436742 0.0018693230493283725 0.00073579761274058088 0.0018241587553889896
leaf_weight=49 27 31 67 34 61 28 25 46 37 20 20 29 23 22 108 77 1527 37 23 20 24 20 34 23 72 20 189 249 156 23
leaf_count=49 27 31 67 34 61 28 25 46 37 20 20 29 23 22 108 77 1527 37 23 20 24 20 34 23 72 20 189 249 156 23
internal_value=0 0.00101678 0.00125243 0.00070704 0.000277082 0.00112372 0.00142635 0.00108047 0.00191816 0.00072152 0.00166235 0.000877944 0.000992555 0.00167113 0.00166197 0.00167892 0.00169583 0.00163532 0.00185543 0.00176364 0.000935993 0.00184622 0.0025312 0.00174454 0.00135135 0.00186842 0.000907547 0.0019438 0.000851211 0.00113608
internal_weight=0 773 439 334 95 372 155 91 64 66 2348 239 208 2328 2306 2234 2157 1564 593 485 44 441 57 384 92 292 217 272 179 72
internal_count=3121 773 439 334 95 372 155 91 64 66 2348 239 208 2328 2306 2234 2157 1564 593 485 44 441 57 384 92 292 217 272 179 72
is_linear=0
shrinkage=0.0037357


Tree=1223
num_leaves=31
num_cat=0
split_feature=1 1 15 457 10 401 0 43 4 0 3 2 0 160 4 49 1451 3 52 12 39 3 12 14 2 4 16 4 401 12
split_gain=14.092 3.27369 2.61637 2.13812 1.99678 1.8545 1.71602 1.82617 2.42159 2.03113 2.02118 1.90551 1.68963 1.65004 1.46325 1.44428 1.31733 1.31142 1.44884 2.06323 1.28434 1.4692 1.20082 1.16239 1.15199 1.13334 1.98577 1.98437 1.12183 1.08405
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 0.094310000000000019 -0.079859999999999987 0.085900000000000018 -0.074229999999999977 -0.51144999999999985 -0.49013999999999996 0.034820000000000011 -0.10519499999999998 0.10855000000000002 -0.052984999999999997 -0.081399999999999986 -0.085594999999999991 -0.083629999999999996 0.088880000000000015 -0.05647499999999999 -0.065544999999999978 -0.10022999999999999 0.098905000000000007 0.149315 0.092550000000000007 -1.0000000180025095e-35 0.10731 0.27287000000000006 -0.090344999999999995 -0.0086549999999999978 0.080190000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 23 15 12 17 14 -8 10 13 -9 -11 -2 -10 -1 -4 24 -6 -19 -20 21 -21 -15 -3 28 26 -25 -28 -16 -17
right_child=4 2 3 -5 5 -7 7 8 9 11 -12 -13 -14 22 16 29 -18 18 19 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0020541793048073366 0.00061037642801893663 0.0015988019614082518 0.0025265058046997145 0.00037701826151457824 0.0014126492417875531 -0.00020614829598286907 0.00023319665324402641 0.0032856313968435882 0.00067584045515937463 0.0012531556102169342 0.0017844263500523254 -0.00030263301149297797 -0.00090737535581787428 0.0021151953056894371 0.001672206571362303 0.00085416968453192648 0.002782641432127276 0.00019620112987998441 0.0019798051313713932 0.0014262596202212639 -8.1890591868432171e-06 0.00043296140438696889 0.0014790973476346383 0.0017062551734941395 0.001008920490426952 0.0002356700764586476 0.0011376875790511025 -0.00021706658284842295 0.0020365107921581703 0.0016853963464124515
leaf_weight=257 34 42 32 24 90 25 20 22 36 38 57 22 21 69 1247 32 20 52 31 60 29 47 220 47 42 44 50 31 170 210
leaf_count=257 34 42 32 24 90 25 20 22 36 38 57 22 21 69 1247 32 20 52 31 60 29 47 220 47 42 44 50 31 170 210
internal_value=0 0.00162948 0.00132623 0.00158108 0.000773641 0.000895953 0.00169942 0.0014779 0.00153155 0.00139388 0.00220248 0.0006827 3.08712e-05 0.00152517 0.00176118 0.00168655 0.00171026 0.00098512 0.000809423 0.00100037 0.000777112 0.000989951 0.00163097 0.000971348 0.00169556 0.000818133 0.00101835 0.000619201 0.00171591 0.00157548
internal_weight=0 2732 512 298 389 334 2220 484 464 385 79 60 55 325 1736 274 1479 309 219 167 136 107 289 214 1459 172 128 81 1417 242
internal_count=3121 2732 512 298 389 334 2220 484 464 385 79 60 55 325 1736 274 1479 309 219 167 136 107 289 214 1459 172 128 81 1417 242
is_linear=0
shrinkage=0.004207


Tree=1224
num_leaves=31
num_cat=0
split_feature=4 3 9 149 10 123 44 2 1 457 147 1456 43 43 159 160 1 1 3 3 15 42 43 0 130 0 1186 11 481 41
split_gain=11.5225 3.66951 3.1592 2.2452 2.16463 1.91535 1.85626 1.75698 1.59733 3.16493 1.85809 1.3836 1.18245 1.62831 1.27154 1.28071 1.20229 1.14097 1.24977 1.12169 1.06621 1.0609 2.2568 1.06148 1.0448 1.11326 1.35191 1.29412 1.88629 1.49284
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 -0.079859999999999987 0.083855000000000013 0.081805000000000017 0.17025000000000004 0.089625000000000024 0.060310000000000009 1.0000000180025095e-35 -0.083354999999999999 -0.03898999999999999 0.035560000000000008 0.087225000000000011 -0.071139999999999995 0.094090000000000021 0.11910500000000002 -0.12018999999999998 -0.020429999999999997 -0.088429999999999995 0.11603500000000001 -0.071044999999999983 -0.10224499999999999 -0.072444999999999982 0.18019500000000002 0.049580000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 0.08110500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 8 24 10 11 -10 14 -14 15 -13 -15 -6 -19 -11 -3 22 23 -17 -4 26 27 -26 -29 -30
right_child=3 20 6 -5 17 -7 -8 -9 9 19 -12 12 13 16 -16 21 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0006354082821080837 -0.00044787931474059127 0.0015512504325804243 0.0023987719878280811 0.0021469992866044916 0.0011575528359251254 0.0013732549326713685 0.0029040130590543196 0.00036988239453987037 0.0029234956561158439 -0.00025945627007076754 0.00020780895215427873 0.0021772406022442545 0.0021938831385916232 0.00036781392741540601 0.00059484722485610934 0.00056679439267677697 0.0017367434806553857 0.0016913838274130769 0.00034337084014865135 0.0010362598703803662 0.00025120006674069384 0.0023819664891586794 -0.00028150078947739748 0.0017422594988175349 0.0018026214828153215 0.00066421995569610468 0.0026405359940989736 0.0013541840128014537 0.0036079069669385099 0.0019122796745616902
leaf_weight=21 39 23 90 28 132 28 38 22 25 24 20 70 193 23 36 25 55 20 133 57 52 22 22 87 1679 20 54 27 35 21
leaf_count=21 39 23 90 28 132 28 38 22 25 24 20 70 193 23 36 25 55 20 133 57 52 22 22 87 1679 20 54 27 35 21
internal_value=0 0.00174683 0.00177736 0.000781084 0.000663042 0.000512399 0.0018008 0.00178472 0.00179676 0.0015831 0.00171353 0.0017675 0.00171328 0.00194613 0.00147244 0.00161223 0.00133308 0.000815063 0.000519582 0.000652344 0.000649882 0.0013587 0.0011907 0.00147988 0.00186987 0.00184394 0.00185693 0.00183292 0.00244575 0.00297205
internal_weight=0 2769 2694 352 324 49 2645 2607 2585 659 578 558 533 271 262 226 78 285 153 81 75 156 134 112 1926 1836 1816 1762 83 56
internal_count=3121 2769 2694 352 324 49 2645 2607 2585 659 578 558 533 271 262 226 78 285 153 81 75 156 134 112 1926 1836 1816 1762 83 56
is_linear=0
shrinkage=0.00502775


Tree=1225
num_leaves=31
num_cat=0
split_feature=4 3 9 13 2 40 44 48 4 0 3 12 0 1447 41 1212 1212 42 15 43 13 52 159 42 4 403 0 159 456 11
split_gain=9.35231 3.00672 2.56921 1.71313 1.68493 1.54649 1.45621 1.56699 1.45612 1.77122 1.49681 1.382 1.54343 1.53299 1.52206 1.42984 1.47462 1.30375 2.01488 1.4545 1.31046 1.19697 1.85758 1.02901 1.49876 1.39788 1.20531 1.07713 1.37061 1.42518
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 -0.01163 0.25063000000000007 0.051255000000000002 0.081805000000000017 0.14871000000000004 -0.082249999999999976 -0.010949999999999998 0.11296500000000002 0.11650500000000001 -0.097734999999999989 -0.085804999999999979 0.079395000000000007 0.090840000000000018 0.093985000000000013 0.079510000000000011 0.088850000000000012 -0.065269999999999981 -0.017449999999999997 0.039215000000000007 0.10620500000000001 0.11649000000000002 -0.076229999999999978 -0.53101999999999994 -0.055064999999999996 -0.016814999999999997 0.087225000000000011 0.076920000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 21 6 7 8 11 10 23 12 14 -14 -4 17 -17 20 19 -19 -15 -2 -23 25 -25 -10 -26 -27 29 -29
right_child=4 -3 5 -5 -6 -7 -8 -9 9 -11 -12 -13 13 15 -16 16 -18 18 -20 -21 -22 22 -24 24 26 27 -28 28 -30 -31
leaf_value=0.0012931131847233775 0.00060950671495268029 0.00055220822151409677 0.0031418930928738334 -0.00051746078557540938 -0.00054766001622960398 0.00050417656661329248 0.0025121220361687614 0.00021174797696218067 0.00053262967439856646 0.00022170483351754524 0.00034239696053042291 0.00050788651614375982 0.00065962335463614469 0.00085306365223875914 0.0015367879127273912 1.072727753908239e-05 0.0015932956359670798 0.0019556428356982715 0.0011927618739384753 0.00336277929930699 0.0018298333596521445 0.0016895954787360678 8.8365490985177955e-05 0.0017444697021551101 0.00038245866228537884 0.0018392340432039191 0.0017219994891997641 0.0014568591330538564 0.0020464256200949027 0.0027576404445035434
leaf_weight=26 254 74 37 23 24 32 38 20 30 25 25 20 30 35 22 20 44 29 25 42 384 64 23 56 62 315 21 1193 108 20
leaf_count=26 254 74 37 23 24 32 38 20 30 25 25 20 30 35 22 20 44 29 25 42 384 64 23 56 62 315 21 1193 108 20
internal_value=0 0.00151314 0.00153966 0.000443252 0.000689965 0.00156006 0.00157305 0.00155913 0.00156973 0.0014993 0.00151676 0.0017596 0.00179708 0.00172478 0.00254338 0.00177997 0.00109874 0.00186463 0.0023726 0.00278803 0.00174824 0.000777071 0.00126628 0.00153302 0.00113356 0.00156635 0.000721379 0.0015853 0.00152475 0.00147831
internal_weight=0 2756 2682 49 365 2633 2601 2563 2543 1855 1830 688 668 609 59 579 64 515 96 71 419 341 87 1805 139 1666 83 1636 1321 1213
internal_count=3121 2756 2682 49 365 2633 2601 2563 2543 1855 1830 688 668 609 59 579 64 515 96 71 419 341 87 1805 139 1666 83 1636 1321 1213
is_linear=0
shrinkage=0.00483252


Tree=1226
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 2 2 34 0 49 4 1 131 2 2 13 12 4 1 475 48 12 151 4 12
split_gain=350.69 59.622 38.0592 26.1188 18.6993 18.5441 12.2395 10.2205 10.1566 10.1059 7.47785 7.3921 9.74278 7.34094 10.1236 7.29331 6.57805 6.54648 6.76049 4.59034 4.55952 4.35919 5.52967 4.23794 4.0755 4.22349 4.57243 3.86685 3.65432 3.6507
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.14122000000000004 0.077845000000000011 0.062655000000000016 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.08844500000000001 0.31358000000000003 0.087995000000000004 -0.016469999999999995 0.087695000000000009 -0.51843499999999987 0.089875000000000024 -0.066784999999999983 0.082620000000000013 0.090545000000000014 -0.088784999999999989 -0.0070899999999999991 0.096525000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 9 11 24 -5 13 28 12 -4 14 16 21 -1 18 -13 -18 -14 22 -15 -24 -7 29 -27 -3 -6 -26
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 17 20 15 -16 -17 19 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0026286715715645587 0.002688486880995585 0.0018608841226404997 0.00058475745055038897 0.0026374680206521679 0.0028551477883804271 0.0028306861599479561 0.0017386654769781639 0.0017603626187266944 0.0016332054892645583 0.0032406076118304777 0.0015196929939998544 0.00065549500596338557 0.0011358088200847461 0.00355735307490698 0.0030838838085049405 0.0023837924998897204 0.0022853109235003565 0.0013425384609298708 -0.00026209558842866029 0.0015610447871766211 0.0018193472592502803 0.0027000466886095507 0.0028476354680907197 0.0022232290825701813 0.00266644075924181 0.0016321920567395388 0.0023861807149036037 0.0013820724886391782 0.0021955266479690258 0.0023543568999640336
leaf_weight=47 76 40 45 28 23 60 37 41 67 76 26 74 50 21 35 102 37 20 20 32 31 814 684 22 147 24 46 191 58 147
leaf_count=47 76 40 45 28 23 60 37 41 67 76 26 74 50 21 35 102 37 20 20 32 31 814 684 22 147 24 46 191 58 147
internal_value=0 0.00151839 0.00137379 0.00264895 0.00168915 0.00267823 0.000988991 0.00242798 0.0019292 0.00274046 0.00217309 0.000873416 0.00110718 0.00271927 0.0024238 0.00274643 0.00222463 0.000615048 0.000460263 0.00194942 0.00139741 0.00277043 0.00284924 0.00282818 0.00249254 0.0024368 0.00212767 0.00146498 0.00238283 0.0025104
internal_weight=0 691 615 2430 338 2335 277 465 95 1870 107 240 126 1794 151 1643 116 114 94 69 81 1541 727 706 424 364 70 231 81 294
internal_count=3121 691 615 2430 338 2335 277 465 95 1870 107 240 126 1794 151 1643 116 114 94 69 81 1541 727 706 424 364 70 231 81 294
is_linear=0
shrinkage=0.00140032


Tree=1227
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 14 150 47 43 12 41 2 43 2 49 1 0 4 12 13 4 4 4 16 3 1 3 13
split_gain=406.773 50.5897 43.4003 37.9101 22.4228 18.219 15.4975 12.2904 11.1106 10.8927 9.52617 7.51914 9.98932 7.40385 6.84989 7.48927 6.10049 5.67006 4.928 5.86503 6.69793 4.77969 4.43668 4.09053 4.00065 3.93726 7.50155 3.68128 3.55667 3.54666
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.10188000000000001 0.076175000000000007 1.0000000180025095e-35 0.13082500000000002 -0.04890499999999999 0.087695000000000009 0.077300000000000021 0.11389000000000002 -0.04890499999999999 0.11177500000000001 0.12595000000000003 0.16540500000000002 -0.23194499999999998 -0.064054999999999987 -1.0000000180025095e-35 -0.01163 -0.036839999999999991 0.010840000000000001 0.033845000000000007 0.40020000000000006 -0.10217499999999997 0.088770000000000016 -0.0063699999999999989 -0.0075049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 13 22 7 11 10 17 -6 27 24 18 21 -16 25 -3 -1 -20 -21 -2 -5 28 -13 26 -8 -4 -10 -17
right_child=1 9 6 5 8 -7 16 -9 23 -11 -12 12 -14 -15 15 29 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031918196856952586 0.001254012663250439 0.00071150167251946006 0.0028000747294179614 0.0028306347001421672 0.0015540838779597617 0.0013141904027372036 0.0015422067958933731 0.0032914026735461253 0.0014431820884986573 0.001549081917037945 0.0023695159509044906 0.0026485523343071004 0.0016588906170586614 0.00175042786471843 0.0020637837895086828 0.0010748664138148724 0.0018150950296620502 -2.4990692625791583e-05 0.0028023524292376521 0.0025249770448608796 0.0017050152291780889 0.00068230157360160779 0.0022396108050966911 0.0011863934674132405 0.0023590775216513651 0.0026347985175032436 0.0024131170883512501 0.0022841947349487475 0.0021049631432252616 0.0015421574909991649
leaf_weight=22 69 136 692 33 36 36 20 61 31 26 93 873 20 21 31 56 31 22 69 59 26 43 76 37 96 118 172 26 28 62
leaf_count=22 69 136 692 33 36 36 20 61 31 26 93 873 20 21 31 56 31 22 69 59 26 43 76 37 96 118 172 26 28 62
internal_value=0 0.00132724 0.00256826 0.00159257 0.00217425 0.00214436 0.0026471 0.00269777 0.00188394 0.000741797 0.00214195 0.00267655 0.00260044 0.00250581 0.00128601 0.00147506 0.00238438 0.000608952 0.00259595 0.00251082 0.00227417 0.00103452 0.00241854 0.00153723 0.00261987 0.00244131 0.0023224 0.00278139 0.00175725 0.00132039
internal_weight=0 590 2531 406 422 145 2109 1768 225 184 129 1707 989 197 261 149 341 158 176 154 85 112 109 96 969 310 192 718 59 118
internal_count=3121 590 2531 406 422 145 2109 1768 225 184 129 1707 989 197 261 149 341 158 176 154 85 112 109 96 969 310 192 718 59 118
is_linear=0
shrinkage=0.00134594


Tree=1228
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 0 47 1 4 2 1 0 4 160 15 12 4 14 3 50 3 48 376 2 16
split_gain=442.474 73.7368 51.7929 32.8634 22.8601 20.1445 14.4162 14.1875 12.4915 10.5531 9.65872 13.5511 14.758 8.56809 7.30812 6.40125 5.19558 6.61939 4.99539 4.51282 4.23881 3.82588 3.82192 3.77848 3.75931 3.67793 3.53347 3.2465 5.03187 4.95173
threshold=0.104035 0.13075500000000004 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.077845000000000011 0.15109000000000003 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.14122000000000004 0.16540500000000002 -0.079119999999999982 -0.52556499999999995 0.085130000000000011 0.024640000000000006 0.11734000000000001 -0.03898999999999999 -0.23083499999999998 -0.12711499999999995 0.10883000000000001 -0.083489999999999995 0.082620000000000013 0.084145000000000011 0.10855000000000002 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 7 15 21 10 -5 20 11 12 -1 16 19 -3 24 -18 -14 22 26 -4 -2 -19 -12 -23 -6 28 -24 -30
right_child=1 5 6 8 9 -7 -8 -9 -10 -11 13 -13 18 -15 -16 -17 17 23 -20 -21 -22 25 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029398301614374967 0.0020648727181653754 0.00098315884913240765 0.0030740443289978972 0.0029131209962325825 0.0028505542713504416 0.0019754024904855487 0.0018481865381715697 0.0036154928923679318 0.0018212313635854488 0.0017433872645508837 0.003139377972056752 0.0035055322322203246 0.0015835471063128494 0.0026657212860317571 0.00093028211010927364 0.00019818953238052252 0.0035880309148085231 0.0024330559036677773 0.002408358415748373 0.0022748587037581054 0.0023710493219965753 0.0021109250653969062 0.001943347843210244 0.0029263195303124109 0.0028776193504079627 0.0027717882124478044 0.00251573262714195 0.0011647832315336713 0.0016175768965193821 0.000858719024763627
leaf_weight=58 35 178 55 28 319 39 39 76 67 21 1026 29 31 108 25 22 27 32 25 24 52 21 65 343 115 65 73 31 71 21
leaf_count=58 35 178 55 28 319 39 39 76 67 21 1026 29 31 108 25 22 27 32 25 24 52 21 65 343 115 65 73 31 71 21
internal_value=0 0.00168955 0.00201566 0.00293457 0.00296677 0.00107282 0.00258693 0.00303451 0.00214305 0.00269437 0.0030099 0.00266762 0.00245447 0.00303954 0.00163761 0.000896812 0.00306571 0.0029315 0.00195177 0.00170921 0.00273935 0.00279126 0.00164833 0.00288423 0.003113 0.00261041 0.0027882 0.00157078 0.00165095 0.00144436
internal_weight=0 691 452 2430 2335 239 180 1870 95 465 1794 143 114 1651 272 200 1543 402 56 247 444 141 223 375 1141 86 392 188 157 92
internal_count=3121 691 452 2430 2335 239 180 1870 95 465 1794 143 114 1651 272 200 1543 402 56 247 444 141 223 375 1141 86 392 188 157 92
is_linear=0
shrinkage=0.00137286


Tree=1229
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 2 4 4 1 4 1 0 43 43 15 10 160 3 150 151 47 12 4 51 13
split_gain=516.59 87.772 54.3774 44.294 26.748 24.0953 15.8866 15.5741 13.41 12.0645 12.0413 11.2632 8.45302 13.2992 7.63641 6.92586 7.98596 5.77691 5.55987 4.60562 4.75397 4.57952 4.72449 4.39154 4.38059 4.20643 4.19024 3.93793 3.88792 3.70925
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.14960000000000004 0.077845000000000011 0.062655000000000016 0.14838000000000004 0.40473500000000007 -0.013514999999999998 0.093100000000000002 0.27834500000000006 0.085345000000000018 -0.098289999999999975 0.066275000000000014 0.12266000000000001 -0.41942499999999994 -0.38124499999999995 -0.075414999999999982 -0.010424999999999999 0.083095000000000016 -0.088784999999999989 0.090100000000000013 0.095780000000000018 -0.0070899999999999991 0.11144500000000002 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 9 10 12 -5 15 14 27 17 26 -4 28 23 -7 -19 -12 -21 -16 -23 -17 -3 -26 -14 -6 -1 -18
right_child=1 2 6 8 11 7 -8 -9 -10 -11 19 -13 13 -15 21 16 29 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0034349452412997411 0.0032525377898266318 0.0020998358868594014 0.0016962909280131238 0.0030674397334301173 0.0034095137507891356 0.0032930704010503001 0.0019525338913069085 0.0018972503844014261 0.0018183696504654571 0.0040390079071737995 0.00088689995209934405 0.001824014208893433 0.0031244994847878732 0.0019741138048953227 0.001523382833536338 0.0029718283917183922 0.0033099728096698949 0.0022692399354947877 0.0031364129587703152 0.00063180980296314074 -0.00027756848576703029 0.0012159240701765872 0.00050602330248127026 0.0020767146065056464 0.001469139772259467 0.002188202675545379 0.0027979798610337004 0.0026540245821340979 0.0028399622231451683 0.0028342449373459128
leaf_weight=855 76 40 41 28 23 413 37 26 67 59 31 33 248 31 24 34 364 26 49 25 28 35 56 20 170 21 142 51 26 42
leaf_count=855 76 40 41 28 23 413 37 26 67 59 31 33 248 31 24 34 364 26 49 25 28 35 56 20 170 21 142 51 26 42
internal_value=0 0.00171581 0.0015259 0.00320108 0.00193392 0.00324236 0.00102803 0.00305394 0.00218652 0.00336819 0.000885504 0.00256043 0.00308703 0.00292966 0.00113464 0.00333867 0.00318792 0.00322279 0.00283579 0.000422824 0.000151384 0.000934399 0.000779062 0.0026403 0.00164372 0.0015482 0.00300561 0.00288884 0.00341739 0.00326076
internal_weight=0 691 615 2430 338 2335 277 935 95 1400 240 107 909 421 156 1341 460 488 75 84 53 115 91 54 231 191 390 74 881 406
internal_count=3121 691 615 2430 338 2335 277 935 95 1400 240 107 909 421 156 1341 460 488 75 84 53 115 91 54 231 191 390 74 881 406
is_linear=0
shrinkage=0.00151575


Tree=1230
num_leaves=31
num_cat=0
split_feature=1 4 457 2 1 0 14 16 151 132 9 48 3 44 39 4 1 14 131 159 159 1 150 3 12 4 43 16 43 43
split_gain=15.5829 3.52772 2.95643 2.08479 1.87602 1.4993 1.44271 1.5118 1.3562 1.33184 1.32291 1.29044 1.81728 1.58085 1.22439 1.18177 1.12366 1.09435 1.0589 1.63809 1.35699 1.26814 1.83381 2.06978 1.76126 2.27985 2.40564 1.42471 1.90673 1.76985
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 0.12198500000000001 0.15471500000000002 0.22582000000000002 -0.47013499999999991 -0.42170999999999997 0.050660000000000004 0.082230000000000011 -1.0000000180025095e-35 0.10168500000000001 -0.073309999999999986 1.0000000180025095e-35 -0.04725999999999999 -0.0083799999999999986 0.11392000000000001 -1.0000000180025095e-35 0.07635500000000002 0.11361500000000001 0.04105000000000001 0.085760000000000017 1.0000000180025095e-35 -0.0063699999999999989 0.086305000000000007 -0.15464999999999998 -0.013024999999999998 -0.083539999999999989 0.0051600000000000005 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 6 11 -3 8 16 10 -2 13 -13 14 -1 -4 -8 -9 21 20 -20 24 27 -24 -16 26 -26 28 -23 -29
right_child=1 4 15 -5 -6 -7 7 17 -10 -11 -12 12 -14 -15 18 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.00077011097576091267 0.00071019370754279976 0.0015160595269562661 0.00081459743775039281 0.00075857822746611462 -0.00021031504880621374 0.00054127981943297946 0.0011718433918478041 0.00064065675692741384 0.0016992114113141576 0.00048761940756047247 0.0016319811916618208 0.0015395156032660283 0.00043585375671918421 0.0027620527152743398 0.0018431429328181568 -0.00031315637851875744 0.00045287609951912461 -0.00029440218079117297 0.0018488086041196534 0.00076154542377012942 0.0027644380095753862 0.002431259612907152 -0.00019282605832116872 0.0013279149348531221 -0.00033697725842146063 0.0016034443035641299 0.0015841435106469142 0.00087595133371355964 0.0010989964057559521 0.0016185713784060433
leaf_weight=25 27 35 40 80 35 20 54 42 26 20 261 81 33 20 558 23 93 37 278 20 28 52 22 39 20 877 21 75 25 154
leaf_count=25 27 35 40 80 35 20 54 42 26 20 261 81 33 20 558 23 93 37 278 20 28 52 22 39 20 877 21 75 25 154
internal_value=0 0.000973137 0.00119943 0.00132877 0.000656187 0.00162208 0.000761858 0.000657108 0.000864604 0.00147687 0.00154556 0.00163136 0.00122003 0.00165254 0.00164243 0.000402878 0.000716987 0.000202718 0.00165248 0.00186075 0.00193259 0.00161564 0.00140709 0.000779451 0.00166749 0.00156073 0.000647011 0.00153221 0.00199871 0.00137536
internal_weight=0 773 451 388 322 2348 287 252 173 308 288 2328 114 2214 2194 63 147 79 2169 326 306 1843 367 61 1476 918 41 306 77 229
internal_count=3121 773 451 388 322 2348 287 252 173 308 288 2328 114 2214 2194 63 147 79 2169 326 306 1843 367 61 1476 918 41 306 77 229
is_linear=0
shrinkage=0.00396435


Tree=1231
num_leaves=31
num_cat=0
split_feature=1 3 4 48 51 132 2 52 43 12 159 15 11 0 133 15 52 157 15 475 16 151 43 157 2 133 52 49 160 51
split_gain=12.6221 2.99572 2.46704 1.6596 1.56375 1.85569 1.45741 1.44611 1.43958 1.39154 1.29982 1.27774 1.88586 2.20116 1.86078 2.40277 4.0609 2.78095 3.12087 3.18296 1.93307 1.81952 1.81832 1.3555 1.37863 1.38983 1.35041 1.304 1.2706 1.78782
threshold=0.10124500000000002 0.31299000000000005 -0.036839999999999991 0.14093000000000003 0.11917000000000001 -1.0000000180025095e-35 0.13501500000000002 0.0060650000000000009 0.084740000000000024 -1.0000000180025095e-35 0.09599000000000002 0.040760000000000005 0.077290000000000011 -0.15202999999999997 0.081415000000000015 -0.042209999999999991 0.10024500000000001 -0.078969999999999985 -0.0096849999999999974 -0.083794999999999994 -0.065999999999999989 1.0000000180025095e-35 -0.087324999999999986 0.10891500000000003 0.083715000000000026 0.084655000000000022 -0.013374999999999998 0.11560500000000001 0.11205000000000002 -0.14596499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 9 4 5 -4 8 -3 -7 -2 -8 14 -13 -14 15 21 17 18 -17 -20 -19 -1 -22 24 -16 -26 -24 28 29 -27
right_child=1 7 3 -5 -6 6 10 -9 -10 -11 -12 12 13 -15 23 16 -18 20 19 -21 22 -23 26 -25 25 27 -28 -29 -30 -31
leaf_value=0.0016921495309087436 0.00065694248504945697 -1.6778722815454149e-05 -0.00024480807210685267 -0.00019581006849312676 0.0019878981762344351 0.0010817618362907976 7.7244685003616446e-05 0.0010844004694676803 0.002285300006729453 0.0018338493131474668 0.0013509226429178939 0.0017511645679879741 0.0017400027960796252 0.0037791652519742211 0.00087295340542389562 0.0019628502146398896 -0.00038686770660771607 0.00036613175280578695 -0.0013966582282201102 0.00087121549862338775 0.00094233235629736958 0.00028682730844329919 0.0017644939013942461 0.00080688225232580086 0.0030410431757630497 0.003314769547697305 0.0028669595044257157 0.0012350042406017749 0.0011391915547470438 0.0019441991780387222
leaf_weight=427 25 79 25 24 33 326 54 36 22 125 24 1063 23 21 29 24 34 21 21 33 34 20 64 28 21 21 36 63 37 328
leaf_count=427 25 79 25 24 33 326 54 36 22 125 24 1063 23 21 29 24 34 21 21 33 34 20 64 28 21 21 36 63 37 328
internal_value=0 0.00100605 0.00112456 0.000973042 0.001031 0.000960985 0.00103175 0.000327938 0.00115785 0.0016377 0.000469146 0.00167693 0.0017894 0.00271324 0.0015766 0.00142511 0.0010833 0.00129783 0.000596522 -1.07354e-05 0.00165075 0.00162927 0.00185207 0.00178185 0.00183655 0.00189601 0.00216138 0.00184246 0.0019416 0.00202667
internal_weight=0 773 658 508 484 451 426 115 348 150 78 2348 1107 44 1241 714 267 233 78 54 155 447 134 527 499 470 100 449 386 349
internal_count=3121 773 658 508 484 451 426 115 348 150 78 2348 1107 44 1241 714 267 233 78 54 155 447 134 527 499 470 100 449 386 349
is_linear=0
shrinkage=0.00455379


Tree=1232
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 2 1 16 2 4 0 150 0 49 150 1 159 52 15 15 16 0 4 150 2 49 1
split_gain=702.646 110.32 54.8848 50.3278 37.2337 34.534 20.0866 18.5878 17.343 17.0985 12.5612 12.4634 10.3113 14.5895 10.4017 11.1926 9.33781 8.61322 7.74103 7.51753 6.51699 6.10944 5.92806 5.89362 5.56495 5.54858 4.68233 7.26686 3.98489 3.87172
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.062655000000000016 0.085505000000000012 0.14122000000000004 0.09253500000000002 -0.061854999999999993 0.14960000000000004 0.0061450000000000003 -0.11173999999999999 0.09487000000000001 -0.14832499999999996 -0.054984999999999992 1.0000000180025095e-35 0.13075500000000004 0.082585000000000006 0.12418000000000001 1.0000000180025095e-35 -0.41942499999999994 -0.050529999999999999 -0.085669999999999982 0.053180000000000012 1.0000000180025095e-35 0.11237500000000002 -0.053364999999999996 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 19 6 12 11 17 -4 -9 20 13 -1 15 -14 -2 25 -5 26 21 -6 -13 -17 -15 29 27 -3 -11 -7
right_child=1 4 9 18 7 8 -8 10 -10 28 -12 22 14 24 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.008686144113967089 0.0080480059891836295 0.0085348397565674552 0.0090297396585010351 0.00774802428907865 0.0064702526597109795 0.0091073195745136337 0.010181750155753472 0.0069239613767039044 0.0080163853787519872 0.0080480300364015097 0.0082170211873357473 0.0065413343289623038 0.010218479847231348 0.0095771437529280495 0.0080747596613270356 0.0091988820726728333 0.0091016034297121892 0.0082359734398128326 0.0067294674337180097 0.0070824577309715883 0.0074712075100908451 0.0073728125793077921 0.0056221354296007659 0.0084819555180935362 0.0093872549725983485 0.0088232462228472197 0.0075337056208332163 0.0075171240893415437 0.0072831956114055895 0.0094992852203457274
leaf_weight=59 23 40 34 60 96 203 76 45 41 34 28 27 21 547 22 117 121 28 24 38 26 21 40 34 1008 114 57 27 29 81
leaf_count=59 23 40 34 60 96 203 76 45 41 34 28 27 21 547 22 117 121 28 24 38 26 21 40 34 1008 114 57 27 29 81
internal_value=0 0.00753206 0.00928082 0.00838942 0.00709279 0.00932692 0.00941838 0.00676106 0.00895794 0.00816347 0.00741993 0.00653203 0.0093863 0.00942598 0.00905613 0.00918165 0.00893332 0.00904856 0.00745701 0.00767229 0.00678479 0.00663225 0.00599256 0.00903745 0.00945405 0.00910572 0.00785304 0.00812472 0.00769596 0.00921911
internal_weight=0 673 2448 228 445 2351 1884 283 467 97 73 210 1808 1614 194 172 144 426 84 162 143 117 67 151 1555 398 124 67 63 284
internal_count=3121 673 2448 228 445 2351 1884 283 467 97 73 210 1808 1614 194 172 144 426 84 162 143 117 67 151 1555 398 124 67 63 284
is_linear=0
shrinkage=0.00151575


Tree=1233
num_leaves=31
num_cat=0
split_feature=1 3 132 1 45 12 12 4 16 158 2 133 454 2 2 2 13 43 483 160 2 1428 15 0 133 402 133 2 51 14
split_gain=12.9284 3.05942 2.25779 1.96142 1.49083 1.34003 1.90628 1.26298 1.53975 1.39673 1.81085 1.25906 1.81077 2.31394 1.78959 1.81968 1.53352 1.22711 1.15739 1.24126 1.13933 1.11128 1.10776 1.10188 1.4769 1.05895 1.30176 1.25099 1.08292 1.77279
threshold=0.10124500000000002 -0.053259999999999995 -1.0000000180025095e-35 0.16773500000000005 0.10526500000000001 0.10673000000000001 0.11650500000000001 0.042705000000000007 -0.43320999999999993 0.086290000000000019 0.092635000000000009 0.089200000000000015 -1.0000000180025095e-35 0.13712500000000002 -0.0091949999999999983 1.0000000180025095e-35 -0.061684999999999997 0.0047850000000000011 0.058525000000000008 -0.020569999999999995 0.091895000000000018 0.094820000000000015 -0.0040799999999999994 -0.071339999999999987 -0.13941499999999998 0.089785000000000018 0.11269500000000002 0.12043500000000001 0.0038750000000000004 0.062655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 11 17 -7 25 9 10 -9 12 -3 14 -14 -16 -13 21 19 -10 -21 -4 -17 24 -22 27 -27 28 -1 -30
right_child=1 3 5 -5 -6 6 -8 8 18 -11 -12 16 13 -15 15 22 -18 -19 -20 20 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0021712555710299334 0.00024758340420306837 -0.00015723058433604666 0.0018135596727659529 -0.00026830489665977423 0.0023813045510802711 0.00052594224477921551 0.002186022472207793 0.00083302150081145381 0.0004810631818867756 0.0033112621351091102 0.0024207074253506065 0.0011982966875714231 0.00086978075095529568 0.00066405989577684673 0.0029122886511068935 0.0014020597025469598 -0.00022908796892848036 0.0032267713115554965 0.002492994490624797 0.0023195219963283186 0.0021228592903521025 0.0029315288755118519 0.0023675615764176786 0.0019908180175863136 0.00062369587064782137 0.002588367703516138 0.0013953134039445449 0.0011822710247689381 0.0017203776874037094 0.0029424729866857555
leaf_weight=1479 21 20 154 22 24 35 30 23 27 24 62 39 65 89 29 134 32 20 28 39 21 24 35 43 57 194 24 34 262 31
leaf_count=1479 21 20 154 22 24 35 30 23 27 24 62 39 65 89 29 134 32 20 28 39 21 24 35 43 57 194 24 34 262 31
internal_value=0 0.00137349 0.00177242 0.0011418 0.00120823 0.00189418 0.00129213 0.00209403 0.0018139 0.00228178 0.0019911 0.00114468 0.00125723 0.0013376 0.00156552 0.00179392 0.000554968 0.00209182 0.0015767 0.0014395 0.00160123 0.0019643 0.00160202 0.00136972 0.00102732 0.00213887 0.00245702 0.00210047 0.00211808 0.00184968
internal_weight=0 773 284 489 467 263 65 2348 324 109 85 443 372 352 263 198 71 198 215 187 160 178 169 121 78 2024 218 1806 1772 293
internal_count=3121 773 284 489 467 263 65 2348 324 109 85 443 372 352 263 198 71 198 215 187 160 178 169 121 78 2024 218 1806 1772 293
is_linear=0
shrinkage=0.00483252


Tree=1234
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 14 1 2 47 2 4 2 2 52 1 2 4 1 0 150 12 3 15 52 2 52 49 10 15
split_gain=558.861 91.9142 54.7269 47.4893 29.7175 29.2412 21.216 20.9196 19.4173 15.3468 12.3454 12.0303 8.84129 6.66163 6.45406 6.59599 9.93255 5.31976 5.02161 5.24113 4.74528 4.58836 4.31757 4.24564 4.14638 4.44449 3.74312 3.55785 3.45305 3.42804
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088725000000000012 0.062655000000000016 0.09253500000000002 0.13754500000000003 0.13082500000000002 0.089885000000000007 0.27834500000000006 0.17025000000000004 0.094835000000000017 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.27834500000000006 0.085345000000000018 -0.097024999999999986 0.089155000000000012 0.095780000000000018 -0.11255999999999998 -0.059484999999999989 -0.024714999999999997 0.10584500000000001 0.40674500000000008 0.065470000000000014 -0.38851999999999992 0.094035000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 6 24 8 13 10 12 18 -7 17 -1 -12 21 -17 20 26 -20 -4 -16 -19 -15 -3 -26 -5 -27 -14 -8
right_child=1 2 9 4 -6 11 29 -9 -10 -11 14 -13 28 23 15 16 -18 22 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0038992577509366 0.003607933027364992 0.00173353724433142 0.0021919794979366439 0.0038122870166796968 0.0017938395050206453 0.003261825676576758 0.0046268410687265787 0.0021165939177554632 0.0025317997892034603 0.0022502168309051526 0.0040651109322430148 0.0021566353578637296 0.00098279029500581956 0.0033374322000523193 0.0036080031623915341 0.0021989385879717009 0.0034380945894429069 0.0018522293970451747 0.0031309657133719248 0.0036566145069029418 0.0012512751030222733 0.0033620494037241619 0.0010906222528801791 0.0024544056185801782 0.0026162428854577869 0.0018007382369252133 0.0031790834098616191 0.0024995414012239868 0.0001921870136772947 0.004004533974538602
leaf_weight=26 76 108 28 856 20 72 53 67 37 37 43 33 30 29 412 23 42 20 49 394 22 302 118 22 33 70 22 22 22 33
leaf_count=26 76 108 28 856 20 72 53 67 37 37 43 33 30 29 412 23 42 20 49 394 22 302 118 22 33 70 22 22 22 33
internal_value=0 0.00203536 0.00184103 0.0035802 0.00363338 0.00225036 0.00364962 0.00273594 0.00362049 0.00134156 0.00363929 0.00291448 0.00120147 0.00327485 0.00349344 0.00346189 0.00299962 0.00135448 0.00373004 0.00359847 0.00177807 0.00350397 0.001201 0.00295652 0.00195107 0.00213902 0.00379642 0.00196784 0.000648304 0.00438805
internal_weight=0 691 615 2430 2286 338 2266 144 2180 277 2143 105 240 77 822 779 65 188 1321 443 50 714 138 51 233 125 878 92 52 86
internal_count=3121 691 615 2430 2286 338 2266 144 2180 277 2143 105 240 77 822 779 65 188 1321 443 50 714 138 51 233 125 878 92 52 86
is_linear=0
shrinkage=0.00151575


Tree=1235
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 11 2 4 2 34 2 4 3 43 11 31 13 1 159 0 15 10 2 47 0 15
split_gain=413.918 70.6854 42.1825 30.0106 23.2662 19.6777 16.636 15.4054 12.8512 11.5768 12.4153 10.9641 9.31781 7.97132 6.54158 6.27998 5.85248 6.08192 5.41282 4.81875 4.60982 4.37658 4.27736 4.91363 3.98778 4.73374 3.92829 3.84565 4.59398 3.78907
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.13082500000000002 1.0000000180025095e-35 0.089885000000000007 0.27834500000000006 0.14838000000000004 -1.0000000180025095e-35 0.094835000000000017 0.27834500000000006 -0.11171999999999999 -0.016814999999999997 0.078340000000000007 -0.077289999999999984 -1.0000000180025095e-35 0.086920000000000011 0.0089800000000000019 -0.11437499999999999 -0.41942499999999994 -0.38124499999999995 0.09678500000000001 0.090100000000000013 -0.23091999999999999 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 27 6 9 14 12 10 21 -6 13 19 -1 -15 17 -12 -11 -4 -17 -5 23 26 -14 -26 -18 28 -3 -16
right_child=1 2 8 5 11 -7 -8 -9 -10 18 16 -13 24 15 29 20 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.003518485094071269 0.0031650422758100821 0.0022139982151872699 0.0012748515160453018 0.0033028718146564423 0.0029027747722184631 0.0016903578292556828 0.0021825842031739382 0.001937402724669452 0.0020312326591128598 0.0041614971814769343 0.003075193740895146 0.0018888506823577956 0.001114690942430204 0.0020510246068973785 0.0029553907961586304 0.0010469264255145289 0.0021129153005366445 0.0020750193071328291 0.003448688965327614 0.00030204668093648026 0.0018413537298790886 0.0031155731906113105 0.0033149880147650005 0.003033883696445392 0.00091370715086596071 2.4058320094609028e-05 0.003004648516175849 0.0022110541602717022 0.0015646594725770501 0.0021375501327928065
leaf_weight=26 76 28 22 927 72 20 37 67 37 30 25 35 31 34 29 54 24 29 109 23 23 392 110 563 25 28 20 32 171 22
leaf_count=26 76 28 22 927 72 20 37 67 37 30 25 35 31 34 29 54 24 29 109 23 23 392 110 563 25 28 20 32 171 22
internal_value=0 0.00181302 0.00164594 0.00311645 0.00199826 0.0031579 0.00317086 0.00245847 0.00121603 0.00318726 0.00315964 0.00257112 0.00109036 0.00130522 0.00291186 0.0015191 0.00300984 0.00253806 0.00360253 0.00077764 0.00128422 0.00324721 0.00304537 0.00299651 0.00069133 0.000443704 0.00251825 0.00173291 0.00165602 0.0026026
internal_weight=0 691 615 2430 338 2286 2266 144 277 2229 2090 107 240 156 77 111 771 54 139 45 77 1319 717 607 84 53 44 231 199 51
internal_count=3121 691 615 2430 338 2286 2266 144 277 2229 2090 107 240 156 77 111 771 54 139 45 77 1319 717 607 84 53 44 231 199 51
is_linear=0
shrinkage=0.00148603


Tree=1236
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 2 1 4 2 4 52 15 1 1 2 2 10 2 52 4 16 16 16 13 0 49
split_gain=473.053 77.9116 46.4506 40.5298 26.7518 24.5138 17.1541 15.9733 15.1129 12.9991 12.1669 10.1159 9.54802 8.14631 7.61155 5.10852 4.94871 4.87029 9.38817 4.35316 4.09205 4.11136 4.02949 3.98296 7.04947 5.55158 3.89661 3.60059 3.55771 3.31136
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.089885000000000007 0.09253500000000002 0.27834500000000006 0.14753000000000002 0.40945500000000007 -0.56176499999999996 -0.41942499999999994 0.085760000000000017 0.089770000000000016 0.097845000000000015 0.086100000000000024 -1.0000000180025095e-35 0.10467500000000002 0.40674500000000008 -0.39518999999999993 0.013515000000000001 0.10994000000000002 0.11346000000000002 -1.0000000180025095e-35 0.18019500000000002 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 12 8 9 16 -5 -6 13 -4 -11 -14 22 28 -19 -18 -3 -22 23 -1 -25 -26 -7 -15 -16 -12
right_child=1 2 6 10 11 26 -8 -9 -10 14 29 -13 15 27 17 -17 19 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0035442050773621708 0.0027984248381992759 0.0009655872911592759 0.0014527967462999061 0.002548567541180098 0.0025250484889041249 0.0014530016753923779 0.0017579528932020103 0.0016437294532577447 0.0034255549595208824 0.0032587408561426524 0.0018037149156451655 0.0015887795795032176 0.00080807669459568763 0.00059649057380634302 0.0027016356125173567 0.00010439247811784935 0.0028157156507814126 0.0015422498603745798 0.0026811136234170551 0.0021622638967214777 0.0020052326616232289 0.0013860904542309955 0.0024000274012123909 0.003002208595582965 0.0019490188465592401 0.0028173575625328332 0.002253744294765569 0.0011936647535653088 0.0021029176754458205 0.0011489895000787959
leaf_weight=24 76 39 44 34 72 26 37 22 84 43 33 33 32 83 723 55 416 22 40 21 24 170 24 784 22 42 22 26 20 28
leaf_count=24 76 39 44 34 72 26 37 22 84 43 33 33 32 83 723 55 416 22 40 21 24 170 24 784 22 42 22 26 20 28
internal_value=0 0.00146084 0.00129555 0.00277391 0.00164394 0.00281039 0.000870438 0.00283117 0.00284271 0.00282026 0.00187732 0.00223079 0.000733613 0.000944229 0.00268472 0.000363219 0.00290649 0.00265406 0.002277 0.00278431 0.00137948 0.00146269 0.00296607 0.00298165 0.00296573 0.00251887 0.00182001 0.000738936 0.00268552 0.00150319
internal_weight=0 691 615 2430 338 2335 277 2287 2265 2181 95 105 240 153 848 87 1333 805 62 437 233 194 896 872 848 64 48 109 743 61
internal_count=3121 691 615 2430 338 2335 277 2287 2265 2181 95 105 240 153 848 87 1333 805 62 437 233 194 896 872 848 64 48 109 743 61
is_linear=0
shrinkage=0.00140032


Tree=1237
num_leaves=31
num_cat=0
split_feature=1 3 1 44 0 4 2 157 14 16 132 47 49 16 0 47 0 1 51 150 39 123 12 4 43 483 483 160 3 16
split_gain=17.5618 3.58334 2.40518 2.83441 2.06018 2.02733 1.8888 1.71354 1.46327 1.42581 1.41096 1.34553 1.36571 2.93629 1.34009 2.55121 2.37285 1.5474 1.45052 1.20175 1.17599 1.25691 1.70907 1.28932 1.44558 1.13655 1.09957 1.30832 1.01934 1.47144
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.083555000000000018 1.0000000180025095e-35 0.40124500000000002 0.095545000000000005 -0.41266499999999995 0.076975000000000002 -0.25582999999999995 0.10240500000000001 0.081320000000000017 -0.047584999999999995 -0.36241499999999999 -0.11173999999999999 0.078875000000000015 -0.14226499999999997 0.085110000000000005 0.085720000000000005 0.082565000000000013 0.10166000000000001 1.0000000180025095e-35 0.09202500000000001 0.022185000000000003 -1.0000000180025095e-35 0.086010000000000017 -0.070084999999999981 0.010565000000000001 -0.24190499999999995 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 25 -4 6 8 -8 14 19 11 12 13 -9 15 16 17 -1 -19 -2 21 22 23 24 -14 -3 -24 -28 -11 -30
right_child=1 2 4 -5 -6 -7 7 10 -10 28 -12 -13 20 -15 -16 -17 -18 18 -20 -21 -22 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.0026013688528026676 0.00089509491734539131 0.0010386841699600194 0.00082335171140345226 0.0027555776635959156 -0.00062347477814061135 0.0007529243739767933 0.0030593304793811848 0.0023326352825172986 0.0027358454426896842 0.0027555294770493215 0.0010232157760096572 0.0027515210321515768 0.0033665926881096078 0.00030903789707126576 0.0021399444628506024 0.0030219971055020964 0.00031876854869789878 0.00044826639822727348 0.0020450022434989443 0.0020427845030003833 0.00092380657577324744 0.00091584659179529267 0.0010330056610921416 0.0017414708501074696 0.0021897758631641622 0.0017549331366105824 0.0018151729113897179 0.0028087114585089463 0.0026970781919462027 0.0015810888291378057
leaf_weight=27 56 309 74 21 24 22 21 23 71 24 39 30 37 31 1585 21 28 20 22 24 22 21 29 33 40 47 254 27 27 112
leaf_count=27 56 309 74 21 24 22 21 23 71 24 39 30 37 31 1585 21 28 20 22 24 22 21 29 33 40 47 254 27 27 112
internal_value=0 0.00128476 0.00106793 0.00122361 0.000469027 0.00204959 0.00206157 0.00185495 0.00213226 0.00170859 0.00181179 0.00186801 0.00181674 0.00117094 0.0021071 0.00166593 0.00137235 0.00179989 0.00128465 0.0012394 0.00189207 0.00194037 0.00199159 0.00245112 0.00275526 0.00113325 0.00182854 0.00191064 0.00193887 0.00179786
internal_weight=0 718 475 377 98 2403 2381 607 1774 243 586 547 517 54 1703 118 97 69 42 80 463 441 420 110 77 356 310 281 163 139
internal_count=3121 718 475 377 98 2403 2381 607 1774 243 586 547 517 54 1703 118 97 69 42 80 463 441 420 110 77 356 310 281 163 139
is_linear=0
shrinkage=0.00429114


Tree=1238
num_leaves=31
num_cat=0
split_feature=1 2 9 0 2 13 10 10 2 9 0 14 4 44 11 2 0 51 1 151 12 1212 1454 50 133 0 4 150 0 133
split_gain=14.6086 3.73411 2.15449 2.04138 1.90225 2.04674 1.74213 1.8937 1.84408 1.70467 1.70161 1.63312 1.41358 1.39528 1.8677 1.58158 1.50154 2.41381 2.64264 1.72498 1.31537 2.49524 1.41157 2.62274 1.23358 1.226 2.99893 1.21287 3.73296 1.18622
threshold=0.11829500000000003 0.10252500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.15361500000000003 -0.093839999999999993 -0.079859999999999987 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.052984999999999997 0.054835000000000009 0.50996500000000011 1.0000000180025095e-35 0.085875000000000021 -0.090999999999999984 -0.13027499999999997 -0.030229999999999996 0.083135000000000014 -0.0064299999999999991 0.083785000000000012 0.040035000000000008 1.0000000180025095e-35 0.087000000000000008 0.11224500000000003 0.11070500000000001 -0.14098499999999997 0.094605000000000009 -0.23091999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 27 5 -5 10 8 9 -8 -2 13 -9 14 15 -4 17 -17 -19 -20 21 22 23 -18 -7 26 -22 -3 -29 -10
right_child=6 3 11 4 -6 24 7 12 29 -11 -12 -13 -14 -15 -16 16 20 18 19 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00095836248996894436 0.00082323127363053176 0.0013793992016861659 0.0010796606848479055 0.0008939706616409958 0.00043964398947758502 0.0020320027963782474 0.0007615544561847213 -0.00065340079106046556 1.6263813550039876e-05 0.0021168640696948311 -0.00083495776842754154 0.0026196173644100454 0.00092189912907978419 0.0031535475630687024 0.00058898551281717608 5.8187076167575336e-05 0.0022473466879250406 0.0028086088095575735 0.0017948577654373545 0.00012687080043144162 0.00037865264025090719 0.0036089175773866174 0.0032661904216529183 0.00053247360827796554 0.0013209861631954907 0.0030585486610477104 0.0020007571287769879 0.0018121636911172649 -0.00093678670172338957 0.0010908677994002859
leaf_weight=41 33 119 39 45 22 323 27 21 25 67 21 88 27 21 20 20 155 34 36 20 24 29 22 21 60 22 1554 21 20 144
leaf_count=41 33 119 39 45 22 323 27 21 25 67 21 88 27 21 20 20 155 34 36 20 24 29 22 21 60 22 1554 21 20 144
internal_value=0 0.00190286 0.00199223 0.00158847 0.00174555 0.00181267 0.000933386 0.00106448 0.00121629 0.00172757 0.00017838 0.00201237 0.000232705 0.00198587 0.00197359 0.0019876 0.00200588 0.00148917 0.00180717 0.00119915 0.00203699 0.00236139 0.00217867 0.00204273 0.00192062 0.00199097 0.00197609 0.00114668 0.000471212 0.000931903
internal_weight=0 2756 2146 610 450 428 365 311 263 94 54 2105 48 2017 1996 1976 1937 110 90 56 1827 227 198 176 383 1600 1578 160 41 169
internal_count=3121 2756 2146 610 450 428 365 311 263 94 54 2105 48 2017 1996 1976 1937 110 90 56 1827 227 198 176 383 1600 1578 160 41 169
is_linear=0
shrinkage=0.00455379


Tree=1239
num_leaves=31
num_cat=0
split_feature=1 2 124 0 2 42 1 13 1424 148 16 148 14 158 158 147 52 9 2 4 11 159 483 481 3 159 159 1212 42 12
split_gain=11.8329 3.02463 1.76833 1.65996 1.53456 1.48469 1.46249 1.45565 1.311 1.25887 1.14679 1.08353 1.11484 1.12706 1.2494 1.10355 1.61933 1.12188 1.17979 1.13112 2.48007 1.2874 1.4898 1.35084 1.37369 1.28458 1.25413 1.5909 2.12967 1.41888
threshold=0.11829500000000003 0.10252500000000002 -0.083859999999999976 -0.13843999999999998 0.15361500000000003 -0.0060199999999999993 0.16773500000000005 -0.11122999999999998 1.0000000180025095e-35 -0.066239999999999979 0.058835000000000005 -0.10069499999999999 0.076175000000000007 0.11817500000000002 0.11174500000000002 0.087210000000000024 -0.0073049999999999999 0.085555000000000006 -1.0000000180025095e-35 -0.082249999999999976 0.079300000000000009 0.11389500000000001 -0.095084999999999989 -0.051484999999999996 0.096675000000000011 0.085240000000000024 -0.085489999999999997 0.091580000000000009 -0.019989999999999997 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 7 -1 9 -5 11 -2 -11 -4 13 14 15 17 -17 18 -13 20 26 22 -21 -24 25 -25 -20 29 -29 -28
right_child=6 3 8 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0021909599281784765 -9.2693626810862358e-05 0.0010448578101072414 0.0029185892669178377 0.00072364833902028539 0.00040359319584893678 0.0007427445467999168 -0.00027691382980496438 0.0017387286377607847 0.0030092393239953552 0.00086096475726812254 0.0015307737262566861 0.00078429492819655753 0.0023626711697321522 0.0025126993194690547 0.00063720116916714275 0.0017850903258261814 0.00010027284855591949 0.0026468969213015786 0.0031223471621334275 0.0027270517990507803 0.00052563299184857793 0.00058016294796439053 0.0022162994371765199 0.0016715396510347477 0.00056831187639578662 0.0022937768216838334 0.0020217115447064512 0.0019268072479476589 9.8797059690656195e-05 0.0028024735625631586
leaf_weight=21 24 156 20 33 22 56 23 399 21 247 71 24 82 48 20 32 20 35 24 34 23 20 117 1017 23 77 308 44 20 60
leaf_count=21 24 156 20 33 22 56 23 399 21 247 71 24 82 48 20 32 20 35 24 34 23 20 117 1017 23 77 308 44 20 60
internal_value=0 0.00174683 0.00182887 0.00145821 0.00160025 0.00113771 0.000856848 0.00166119 0.00185459 0.000933095 0.00101051 0.00184275 0.00183214 0.00180978 0.00179201 0.00180431 0.00113708 0.00182331 0.00180721 0.00182111 0.00201381 0.00174944 0.00176788 0.00174145 0.00169172 0.00171534 0.00208888 0.00203146 0.00135555 0.00214901
internal_weight=0 2756 2146 610 454 77 365 432 2069 342 318 2048 2028 1946 1898 1878 52 1826 1791 1767 479 1288 1268 1234 1117 1094 456 432 64 368
internal_count=3121 2756 2146 610 454 77 365 432 2069 342 318 2048 2028 1946 1898 1878 52 1826 1791 1767 479 1288 1268 1234 1117 1094 456 432 64 368
is_linear=0
shrinkage=0.00464487


Tree=1240
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 1 159 2 2 14 2 4 132 2 52 1 150 11 15 1 0 15 151 4 12 47 13 52 3
split_gain=396.407 67.3206 38.1021 30.184 21.2476 18.9064 12.8881 11.7655 11.3295 10.0144 9.29794 8.60128 9.09884 6.36924 6.07346 5.35769 8.16047 8.22688 4.84612 4.84072 4.68685 7.78682 5.07217 4.12732 4.12133 3.81847 3.57105 3.50359 3.48165 3.47724
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.089885000000000007 0.09253500000000002 -1.0000000180025095e-35 0.13501500000000002 0.11474000000000002 0.062655000000000016 0.14753000000000002 0.40945500000000007 0.08764000000000001 0.094835000000000017 -0.56176499999999996 0.089770000000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.41942499999999994 0.085760000000000017 -0.095504999999999993 -0.097454999999999986 -0.088784999999999989 -0.0039549999999999993 0.10061500000000002 0.090100000000000013 0.043850000000000007 0.40674500000000008 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 10 14 -4 15 25 20 12 -9 19 -5 -7 18 29 -17 -13 28 22 -22 -3 -21 -6 -25 -23 -1 -18
right_child=1 2 7 6 9 8 -8 11 -10 -11 -12 13 -14 -15 -16 16 17 -19 -20 24 21 27 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0033088596007772365 0.0031466512359152291 0.0021403942882125566 0.0021691805053609264 0.0034761714649975965 0.0031217245938250536 0.0035372389902415054 0.0018829681027094187 0.0018018679487621641 0.0021533848227710804 0.0016873434042321072 0.0038507497008589998 0.0010542677893793228 0.0010256123894711192 0.0014438854244518129 0.002505340652918396 0.0030044408220879686 0.0033159198209290999 0.0017557256759085647 0.0036601309536931572 0.00069808251214104066 0.0030494336968366603 0.0032268824405215918 0.0021090168466416847 0.0015199318998842827 -0.00022278866853926593 0.0024503062830678254 0.0021957161519382444 0.0027486061685618552 0.0027119194909231074 0.002543563531565078
leaf_weight=869 76 40 26 24 41 43 64 55 39 26 60 23 105 21 43 714 22 24 28 21 26 342 29 170 26 40 21 41 24 38
leaf_count=869 76 40 26 24 41 43 64 55 39 26 60 23 105 21 43 714 22 24 28 21 26 342 29 170 26 40 21 41 24 38
internal_value=0 0.00177389 0.00160425 0.00310099 0.00195263 0.00314212 0.00237914 0.00117916 0.00296859 0.00252219 0.0032554 0.00107661 0.00129245 0.00069711 0.0028531 0.00300518 0.00297748 0.00252075 0.00302918 0.000473077 0.00322856 0.00309756 0.00255358 0.00168881 0.000188664 0.00279016 0.00159423 0.00317568 0.00329282 0.00282676
internal_weight=0 691 615 2430 338 2299 131 277 908 107 1391 251 160 91 67 869 826 84 742 70 1331 438 55 231 47 81 191 383 893 60
internal_count=3121 691 615 2430 338 2299 131 277 908 107 1391 251 160 91 67 869 826 84 742 70 1331 438 55 231 47 81 191 383 893 60
is_linear=0
shrinkage=0.00154607


Tree=1241
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 4 2 14 4 2 4 1 43 43 47 151 1 51 1429 160 43 4 47 13 157 3
split_gain=506.806 83.3949 55.0203 38.6801 26.7804 25.0923 16.3975 16.1914 12.6358 12.0055 11.0764 9.81292 7.26009 6.50967 5.75188 11.5058 6.01955 6.02166 4.64108 4.21337 4.12121 5.36302 5.21045 3.91737 3.7828 3.55375 3.49305 3.35713 3.22478 3.13008
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.089885000000000007 0.13082500000000002 0.077845000000000011 0.27834500000000006 0.14838000000000004 0.062655000000000016 0.27834500000000006 -0.090999999999999984 -0.013514999999999998 0.093100000000000002 0.066275000000000014 0.12266000000000001 0.090100000000000013 -0.088784999999999989 0.080270000000000022 0.11144500000000002 0.083420000000000008 -1.0000000180025095e-35 -0.080324999999999994 -0.0070899999999999991 0.08265500000000002 -0.078704999999999983 -0.0066899999999999989 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 10 -5 25 12 13 -4 -1 16 26 28 -18 19 -3 21 -15 -22 -14 -10 -6 27 -16 -8 -25
right_child=1 2 7 8 9 -7 14 -9 24 -11 -12 -13 23 20 15 -17 17 -19 -20 -21 22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0025029543356953009 0.0032511398582537373 0.0021359998173494169 0.0017099975734973104 0.0031313820453404357 0.0034509338644992207 0.0021783361935160807 0.0035890402096965708 0.0020006317694740042 0.0021538456100446773 0.001877212758746068 0.00047965770315323858 0.0039928463836119794 0.0014380109912352332 0.0034581045279381589 0.0032158646141397704 0.0021043252788162273 0.0022527859800071525 0.0031552533318728146 0.0022239298330296122 0.0015109059757477327 0.003295994761595024 0.0026636033237511089 0.0025059765440014689 0.0011094286468169988 0.0013667859543630002 0.0027287037290450213 0.0036124886377652383 0.0029102942614746313 0.0032443549758118294 0.00052668403791648292
leaf_weight=20 76 29 41 28 23 48 77 37 47 35 84 59 30 813 133 31 26 49 32 170 468 20 20 40 20 49 25 218 328 45
leaf_count=20 76 29 41 28 23 48 77 37 47 35 84 59 30 813 133 31 26 49 32 170 468 20 20 40 20 49 25 218 328 45
internal_value=0 0.00175322 0.00156811 0.00322436 0.00197853 0.00326293 0.00328569 0.0010673 0.00227626 0.00260542 0.000923414 0.00338785 0.00116236 0.00336123 0.00312445 0.00299189 0.00323684 0.0028424 0.00168815 0.001602 0.00337423 0.00343903 0.00326362 0.000967115 0.0019189 0.00295942 0.00306507 0.00302608 0.00330989 0.000800917
internal_weight=0 691 615 2430 338 2335 2287 277 95 107 240 1400 156 1341 887 407 480 75 231 199 1321 833 488 115 67 72 376 351 405 85
internal_count=3121 691 615 2430 338 2335 2287 277 95 107 240 1400 156 1341 887 407 480 75 231 199 1321 833 488 115 67 72 376 351 405 85
is_linear=0
shrinkage=0.00151575


Tree=1242
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 47 2 1 16 1 0 2 49 11 159 150 0 15 15 1429 15 2 160 0 11 3 1 15 1
split_gain=498.229 83.6959 37.2144 35.3202 31.783 23.138 17.3347 12.1677 11.5059 9.8369 9.03402 8.93303 8.34662 8.3315 8.0485 6.96245 6.20101 6.16099 5.22201 5.07636 4.88332 8.15656 4.77285 4.33131 4.29424 4.61896 7.85596 4.50022 4.27793 4.2304
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.092235000000000025 0.085505000000000012 0.13501500000000002 0.09253500000000002 -0.061854999999999993 0.085605000000000014 -0.097274999999999986 0.14960000000000004 -0.054984999999999992 1.0000000180025095e-35 0.082585000000000006 1.0000000180025095e-35 -0.23091999999999999 -0.097454999999999986 1.0000000180025095e-35 0.084770000000000012 -0.0058549999999999991 0.11474000000000002 -0.077459999999999987 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.090840000000000018 -0.41942499999999994 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 15 10 12 17 -5 -8 14 18 19 -2 20 16 22 -7 -12 23 -1 -22 -3 -6 25 26 -19 -27 -14 -4
right_child=1 4 29 8 6 7 9 -9 -10 -11 11 -13 28 -15 -16 -17 -18 24 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0031221539616352679 0.0018633241257028856 0.0023205215821506401 0.0016492638054205198 0.0027227830344624952 0.0011320928936916505 0.0020123044449602101 0.0010368096040089985 0.0020321595522390374 0.0016651275707087396 0.0021366574049351281 0.0028864019181584206 0.0029690491200454194 0.0006582658206899098 0.002799311356181354 0.0036470580405705772 0.0010907698847764232 0.0014544474953713819 0.0020517776015942036 0.0020981319869038547 0.0014445563571657441 0.0030217352297126935 0.0019403664823200819 0.0014975852823845999 0.00052700298793813976 0.0021478996878358317 0.0037504154909871494 0.0028288762394301317 0.0029467434723902458 -9.2266830433181598e-05 0.00092723072673067273
leaf_weight=962 24 52 61 34 36 21 45 48 61 28 30 397 27 127 59 38 61 29 44 24 57 20 21 83 20 21 577 50 40 24
leaf_count=962 24 52 61 34 36 21 45 48 61 28 30 397 27 127 59 38 61 29 44 24 57 20 21 83 20 21 577 50 40 24
internal_value=0 0.00151246 0.00221649 0.00291445 0.00114729 0.00294988 0.000847107 0.00274232 0.00204366 0.00145867 0.00305122 0.00288243 0.000634516 0.00265055 0.00312362 0.0016412 0.0017973 0.0027898 0.0024177 0.000833328 0.0030939 0.00274086 0.00208379 0.000710055 0.00281322 0.00283288 0.00279169 0.00318445 0.000210187 0.0014454
internal_weight=0 691 236 2430 455 2335 283 766 95 73 1569 471 210 151 1098 172 134 718 74 143 1039 77 73 119 697 677 606 71 67 85
internal_count=3121 691 236 2430 455 2335 283 766 95 73 1569 471 210 151 1098 172 134 718 74 143 1039 77 73 119 697 677 606 71 67 85
is_linear=0
shrinkage=0.00145689


Tree=1243
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 403 1375 3 12 8 4 16 47 2 34 4 2 13 4 15 39 13 13 3 16 483 12 11 475 160 1
split_gain=15.9062 4.03432 2.58352 2.47982 2.05368 1.77565 1.7698 2.51234 1.52692 1.52451 2.52938 2.50229 2.54668 4.50563 2.21098 2.20199 1.90585 1.50607 1.39136 1.3589 1.69909 1.37706 1.21788 1.18634 2.35034 1.72935 1.69951 1.82355 3.21439 1.68746
threshold=0.11829500000000003 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.085340000000000013 -0.27302499999999996 0.31370500000000007 -0.42850999999999995 1.0000000180025095e-35 0.26450500000000005 -0.11227499999999999 0.089360000000000009 0.079055000000000014 -0.0011599999999999998 0.42642000000000008 0.099185000000000009 0.030370000000000005 0.40124500000000002 -0.13843999999999998 0.087735000000000021 -0.15078499999999997 0.05868000000000001 0.096675000000000011 -0.071854999999999988 0.023975000000000003 0.09320500000000001 1.0000000180025095e-35 -0.08644499999999998 -0.012569999999999998 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 19 -8 17 10 -7 12 13 -12 18 22 -17 23 -11 20 -2 -22 -14 24 -3 26 27 28 -25 -28
right_child=6 8 -4 4 -6 9 7 -9 -10 14 11 -13 15 -15 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=0.0031081472949118939 0.00028064419053022536 0.0022359207974902598 0.0001244029616889727 0.00028083592314816306 0.0029679290249531079 0.0029274582357556051 0.0014388426103077697 -0.00025979561399384432 0.0034958417085205391 -0.00046746269101851577 0.0015929062802329346 0.0030846780159648943 0.0020529229651015924 -0.0012724748647942555 0.0021504996087389787 0.0016160974400985463 -1.056990389143537e-05 0.00098107112086190601 0.0010898343770389717 0.00081496124960147198 0.0020105167561240084 0.00071173201700389251 0.0034111723165197957 -0.000152906712236457 0.0032122172567059177 0.0018285393156548329 0.0037818259981937971 0.0022235679072734088 0.0024825377869708417 0.0019835998468171871
leaf_weight=32 23 938 24 23 29 45 34 56 21 20 40 28 81 20 35 105 21 26 46 131 96 25 20 22 64 451 32 589 23 21
leaf_count=32 23 938 24 23 29 45 34 56 21 20 40 28 81 20 35 105 21 26 46 131 96 25 20 22 64 451 32 589 23 21
internal_value=0 0.0020769 0.00170717 0.00177687 0.00169382 0.00161748 0.00098189 0.000381912 0.00217309 0.00168417 0.00183431 0.00167815 0.00154092 0.000637779 0.00114902 0.00177964 0.00134499 0.00216027 0.000617926 0.00117825 0.00150873 0.00174217 0.00232188 0.0021746 0.00229828 0.0020657 0.00222138 0.0021505 0.0011941 0.00306932
internal_weight=0 2756 569 545 513 484 365 90 2187 461 360 315 287 60 101 227 126 2166 66 275 144 121 101 2140 1002 1138 687 634 45 53
internal_count=3121 2756 569 545 513 484 365 90 2187 461 360 315 287 60 101 227 126 2166 66 275 144 121 101 2140 1002 1138 687 634 45 53
is_linear=0
shrinkage=0.00492917


Tree=1244
num_leaves=31
num_cat=0
split_feature=4 3 2 2 12 2 2 149 457 45 96 4 42 0 12 159 48 4 52 43 43 41 2 49 10 0 3 42 1212 4
split_gain=13.1592 4.22717 3.24757 2.17632 1.97483 2.18571 2.85703 1.70069 1.40762 1.30704 1.26442 1.22444 2.00748 1.54166 1.52556 1.50304 1.32374 1.88816 1.13896 1.1296 4.77001 1.09148 1.10734 1.41065 1.55094 1.05814 1.44306 1.2537 1.92396 1.59184
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.25063000000000007 -0.010834999999999999 -0.0091949999999999983 0.092875000000000013 0.07770500000000001 0.29113500000000009 0.084355000000000013 0.086715000000000014 -0.073934999999999987 0.11649000000000002 -0.036484999999999997 0.11650500000000001 -0.085489999999999997 0.092475000000000016 -0.51253999999999988 -0.075329999999999994 0.10915000000000001 0.064745000000000011 0.082735000000000017 0.11474000000000002 -0.046019999999999998 0.09820000000000001 -0.087184999999999985 -0.080104999999999996 -0.008624999999999999 0.092585000000000015 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 -7 10 9 11 18 14 13 -13 15 -6 17 -17 -2 20 25 22 23 -20 -25 -19 27 -27 29 -29
right_child=3 -3 -4 -5 8 6 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 19 21 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00060112019335180854 -0.00014787837723968672 0.00065944799026868234 5.1665696020135977e-05 -0.0005326693483610898 0.0029030665469159463 0.0025522238340451898 0.0012473002607543001 0.0020054482253909832 0.00073289340172184403 0.0027480605322563172 -0.00028616067489659297 0.001777481862384513 0.00096450898368507067 0.00053325085975400831 0.00067704366925084973 0.0029824091479162427 0.00095660444317915419 0.0023375916888599643 0.000145162831768921 0.0025151711908102865 0.00013839564505497656 0.0018213777819123373 0.00056986367577273247 0.0019749753026068093 0.00071435018058906008 0.0019711846314783327 0.0022765069687564654 0.0018700059282392943 0.00018910266824189397 0.0010850000138273796
leaf_weight=58 21 75 23 24 33 49 120 26 25 31 21 1241 70 21 20 35 29 114 21 59 32 27 128 50 34 303 143 194 20 74
leaf_count=58 21 75 23 24 33 49 120 26 25 31 21 1241 70 21 20 35 29 114 21 59 32 27 128 50 34 303 143 194 20 74
internal_value=0 0.00172581 0.0017555 0.000791044 0.00177017 0.00136388 0.00162565 0.000887901 0.00180791 0.00181902 0.000791689 0.00180696 0.00171514 0.00175678 0.00192276 0.00194681 0.00191535 0.0019439 0.00087224 0.00190519 0.00186429 0.000954634 0.000854196 0.00120081 0.00146472 0.00192942 0.00186603 0.0017667 0.00155157 0.00165325
internal_weight=0 2769 2694 352 2671 227 169 328 2444 2419 302 2388 1332 1262 1056 1036 1003 974 281 939 880 260 233 105 84 848 734 591 288 268
internal_count=3121 2769 2694 352 2671 227 169 328 2444 2419 302 2388 1332 1262 1056 1036 1003 974 281 939 880 260 233 105 84 848 734 591 288 268
is_linear=0
shrinkage=0.00455379


Tree=1245
num_leaves=31
num_cat=0
split_feature=1 1 4 48 51 1 50 0 401 4 52 3 3 3 148 1 15 160 49 155 155 51 42 1451 1209 158 159 159 2 147
split_gain=10.7381 2.43711 2.06347 1.93876 1.76334 2.03329 1.53741 1.41736 1.88073 2.70556 1.36263 1.30903 1.14879 3.38765 1.10702 1.0839 1.05594 0.963817 0.9129 0.90208 1.25393 1.35413 1.21682 1.12824 1.17268 1.19355 1.5811 2.27434 1.55587 1.32637
threshold=0.11690500000000002 0.096325000000000008 -0.17966999999999997 -0.083209999999999992 -0.40274499999999996 0.16773500000000005 0.041865000000000006 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 -0.089199999999999988 0.092670000000000016 -0.10831999999999999 -0.13927999999999999 -0.066239999999999979 0.10887500000000001 -0.085834999999999981 -0.24143499999999998 0.11560500000000001 0.10022500000000002 0.083440000000000014 -0.095144999999999993 0.084050000000000014 0.088880000000000015 0.082105000000000011 0.11817500000000002 0.11389500000000001 0.091005000000000016 0.089725000000000013 0.085050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 -2 14 10 11 9 -9 15 19 13 -11 -6 -5 -13 -12 -14 20 21 -1 -22 24 25 26 27 -23 -28 -29
right_child=4 2 3 6 5 -7 -8 8 -10 12 17 16 18 -15 -16 -17 -18 -19 -20 -21 22 23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.0010644367169598391 0.0018003699352870178 0.0018156487569962122 0.002349295160025714 0.00095669453183317647 -0.00014579095545838431 -0.00068101130250357777 0.0015745782106297347 0.0028155087565618661 0.00025599915893863555 0.0014997181163256957 0.0015986117963775381 0.0015553327132377657 0.0015275572496728333 -0.00067122115441255235 0.00079390097453459619 0.0021100815043356065 0.00021404324708129596 0.0006377626328841876 0.00068523194514159965 0.00092937164975593223 0.0030639236451147855 0.0015648182327425127 0.0015877372352399765 0.0026554320911228247 0.0020194069026564683 0.002365464207774933 -0.00014176077661174724 0.0027668072389761015 0.0015847122032385599 0.0014292379706404015
leaf_weight=80 27 91 22 37 26 21 75 24 30 40 22 22 206 21 315 27 23 220 28 35 23 1379 20 21 139 38 20 49 20 20
leaf_count=80 27 91 22 37 26 21 75 24 30 40 22 22 206 21 315 27 23 220 28 35 23 1379 20 21 139 38 20 49 20 20
internal_value=0 0.00149859 0.00122034 0.00108592 0.000721329 0.000640848 0.00101297 0.00156001 0.00130375 0.00140228 0.000875317 0.00160736 0.00128731 0.000752346 0.000722253 0.00144328 0.000869785 0.000725113 0.00142677 0.00162536 0.00163882 0.00162084 0.00237733 0.00164724 0.00163453 0.00159947 0.00157991 0.00160362 0.000721476 0.00237911
internal_weight=0 2732 494 403 389 362 381 2238 349 319 306 1889 295 61 341 64 45 242 234 1844 1809 1766 43 1686 1665 1526 1488 1448 40 69
internal_count=3121 2732 494 403 389 362 381 2238 349 319 306 1889 295 61 341 64 45 242 234 1844 1809 1766 43 1686 1665 1526 1488 1448 40 69
is_linear=0
shrinkage=0.00437696


Tree=1246
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 15 48 0 4 3 3 40 156 2 2 3 13 149 34 34 15 52 151 2 2 2 14 15 3 3
split_gain=9.03213 3.01743 2.37943 1.6588 1.57425 1.31498 1.26876 2.19168 1.82245 1.22995 3.35359 1.16596 1.1509 1.19814 2.50411 1.1885 1.13186 1.08098 1.12915 1.26663 1.23336 1.5008 1.33921 1.0716 1.07662 0.992764 1.08796 0.955361 0.94558 0.940106
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.085655000000000009 -0.15914499999999995 0.082620000000000013 0.041630000000000007 -0.069389999999999993 0.10542000000000001 0.12745000000000004 1.0000000180025095e-35 0.078780000000000003 0.086375000000000021 -0.0091949999999999983 -0.083489999999999995 0.15641500000000003 0.07770500000000001 -0.010024999999999997 -0.08330499999999999 -0.46471999999999997 -0.065544999999999978 -0.030624999999999996 0.12595500000000001 0.14445500000000003 0.13622000000000004 -1.0000000180025095e-35 -0.088429999999999995 0.10299500000000002 -0.071329999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 5 29 9 8 28 11 -11 -7 13 14 -10 -16 17 18 19 -2 25 -22 -23 -24 -25 26 -20 -3 -8 -1
right_child=3 27 -4 -5 -6 6 7 -9 12 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025071143176554115 0.00072857301726065606 0.0012900231440909351 -3.1705340660071531e-05 -0.00051781048953851634 0.00041910986984753794 0.0015038430855858563 0.0028585717223125421 -0.00010731897223553027 0.00023658790415795786 -0.00048898355574045801 0.0019701343739095736 0.00039905408021714334 0.002230558601560326 0.00093116001389898981 0.001335785380965462 0.0025823912910921515 -0.00033026731949810525 0.0016955809294665885 0.0024037592171473479 -0.00080894247638083451 -0.00051296103116274386 0.00017142195891880728 0.0014523866690967216 -7.5612560280413082e-05 0.0013106865764762308 0.00057452970129063163 0.001001781719592805 0.0001579882496779053 0.0015076330047432405 0.0015258585757724863
leaf_weight=41 25 22 23 24 31 2079 21 25 22 23 23 20 20 228 29 35 20 25 24 20 21 51 63 26 21 23 22 52 22 40
leaf_count=41 25 22 23 24 31 2079 21 25 22 23 23 20 20 228 29 35 20 25 24 20 21 51 63 26 21 23 22 52 22 40
internal_value=0 0.00140166 0.00142669 0.000639356 0.00143931 0.00145134 0.00143317 0.0011984 0.00128499 0.00147717 0.000740575 0.00149332 0.00117138 0.00110392 0.00156193 0.00201752 0.000720799 0.000786286 0.000709487 4.52328e-05 0.000828577 0.000632029 0.000781375 0.00106417 0.000543798 0.00134701 0.00173325 0.000494539 0.00216739 0.00202254
internal_weight=0 2756 2682 365 2659 2628 2547 402 377 2145 46 2099 334 314 86 64 341 321 296 45 251 182 161 110 47 69 46 74 43 81
internal_count=3121 2756 2682 365 2659 2628 2547 402 377 2145 46 2099 334 314 86 64 341 321 296 45 251 182 161 110 47 69 46 74 43 81
is_linear=0
shrinkage=0.00455379


Tree=1247
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 40 13 457 13 51 11 3 4 41 48 0 3 475 0 15 4 150 124 0 52 159 133 14 160 16
split_gain=7.31602 2.44412 1.9482 1.73716 1.34363 1.31818 1.29428 1.31673 1.15102 1.999 1.86169 3.33374 1.76401 1.28049 1.08138 1.34233 2.43949 1.69379 1.10086 1.06066 1.051 1.26118 1.07834 1.09027 0.9182 1.55761 0.845916 1.09409 0.833588 1.25798
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.25063000000000007 0.051255000000000002 0.26746000000000009 0.31508000000000008 0.038215000000000006 0.11144500000000002 1.0000000180025095e-35 -0.10831999999999999 -0.50427999999999995 0.078065000000000009 -0.098424999999999985 -0.10836499999999999 -0.080934999999999993 -0.060699999999999997 -0.23051499999999997 -0.092919999999999989 0.0052350000000000009 0.087170000000000011 -0.082254999999999981 -0.099059999999999995 0.039215000000000007 0.10620500000000001 0.089200000000000015 -0.47013499999999991 -0.11201999999999999 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 24 6 7 8 10 12 11 -4 -10 -12 -13 16 -16 -18 19 -19 22 28 -17 -24 26 -26 27 -2 -22 -30
right_child=4 -3 5 -5 -6 -7 -8 -9 9 -11 13 14 -14 -15 15 20 17 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00061784006510227549 0.0015831109758865393 0.00045398693794113825 -0.00027725205006722589 0.0011494290844326618 -0.00047535002182608389 0.00038979828110133531 0.0020184174506365747 0.00019110466572350268 0.0023110685967629163 2.7896204417130892e-05 0.0027474248069650248 0.0022721042345742589 0.0010862504039658384 0.0015692530038582749 -0.00043204235028873161 0.00060799622635078303 -9.6119245319063707e-05 0.0012787027587230103 0.0011028063580814152 0.0027566519551051705 0.0017454471036131851 0.0022538473147040378 0.0024831940081484799 0.0014417003322631174 0.0014461055837747523 3.6787588817289088e-05 -0.00017304807009067317 0.00051282639296318356 0.0006985113434829094 0.0014280425857516074
leaf_weight=21 23 74 27 28 24 32 59 22 28 35 34 28 270 48 23 33 20 22 114 20 32 20 22 1516 64 23 33 198 151 77
leaf_count=21 23 74 27 28 24 32 59 22 28 35 34 28 270 48 23 33 20 22 114 20 32 20 22 1516 64 23 33 198 151 77
internal_value=0 0.00128673 0.0013097 0.000392028 0.000586929 0.00132678 0.00133831 0.00132252 0.0013324 0.001078 0.00137114 0.00134439 0.00120133 0.00205776 0.00136546 0.00135307 0.000990578 0.00117649 0.00133964 0.00198249 0.00139205 0.00112988 0.00143877 0.0014566 0.000661693 0.00107353 0.000520632 0.000624213 0.00104342 0.000944888
internal_weight=0 2756 2682 49 365 2633 2601 2542 2520 333 2187 2105 298 82 2078 2050 199 176 156 42 1851 280 1571 1538 341 87 254 221 260 228
internal_count=3121 2756 2682 49 365 2633 2601 2542 2520 333 2187 2105 298 82 2078 2050 199 176 156 42 1851 280 1571 1538 341 87 254 221 260 228
is_linear=0
shrinkage=0.00464487


Tree=1248
num_leaves=31
num_cat=0
split_feature=4 2 123 0 0 10 13 4 43 13 15 0 3 16 483 52 157 2 12 49 3 52 13 129 52 0 159 16 51 0
split_gain=5.92598 2.04378 1.68486 1.2801 3.28808 2.36957 1.81801 1.49645 1.27781 1.262 1.44378 1.21638 1.15636 1.29213 1.81864 1.41736 1.32522 1.20964 2.0591 1.373 1.20625 1.11525 1.19718 1.05506 1.21803 2.04705 1.34455 1.03881 1.03285 1.0254
threshold=0.27044500000000005 0.17025000000000004 0.11021500000000002 -0.10474999999999998 -0.13027499999999997 -0.079859999999999987 -0.41572999999999993 0.42642000000000008 0.10366000000000002 -0.092534999999999992 -0.12255999999999999 -0.074824999999999989 0.20828500000000003 -0.071854999999999988 0.080810000000000007 -0.53964499999999982 -0.10151999999999999 0.11144000000000001 0.095780000000000018 -0.007794999999999999 -0.081459999999999991 -0.068719999999999989 0.10820000000000002 0.096925000000000011 0.51307000000000014 -0.077999999999999986 -0.41538999999999998 -0.11227499999999999 0.082455000000000014 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 -5 -2 9 11 -8 -11 -7 13 14 17 -15 -17 19 -19 20 -1 -13 29 24 26 -26 -18 -16 -22 -23
right_child=3 -3 -4 5 -6 8 7 -9 -10 10 -12 21 -14 15 27 16 23 18 -20 -21 28 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.54991631818095e-05 -0.00059075727090918638 7.8864263921581813e-06 1.5178603097024985e-05 -0.00092293824764133115 0.0018866262300442859 -0.00013773979916490358 0.0011156440466368513 0.0013649030587190435 -0.00052693031605962433 -0.00085928718331134053 0.00051757067097870496 -7.0251809825374635e-05 0.0004331866723365874 0.0013103754253381021 0.0013911159754712136 0.00020469271995153602 0.0018221524369979151 0.0027223018692829714 0.001087167090168641 0.001121201714625883 0.0015406654705593195 0.00054903474721346331 0.00011663081129019418 0.00029651311751868731 -0.00065628313320181342 0.00094939245844954663 0.0009689562509795274 0.0023943891527502025 0.00052213986214412044 0.0015417387445099521
leaf_weight=32 23 33 27 25 32 34 24 34 21 20 33 23 52 172 45 41 31 20 34 905 27 27 23 40 20 37 1172 27 41 46
leaf_count=32 23 33 27 25 32 34 24 34 21 20 33 23 52 172 45 41 31 20 34 905 27 27 23 40 20 37 1172 27 41 46
internal_value=0 0.00100815 0.00102028 0.000459861 0.000722053 0.000241148 0.000443947 0.000658345 0.000408402 0.000346358 -1.99833e-06 0.000536781 0.00103034 0.00104209 0.00114548 0.0009648 0.000920476 0.0011032 0.00169277 0.00107152 0.000621897 0.000729501 0.000921109 0.000943051 0.000963576 0.000385998 0.000990942 0.00176734 0.000926554 0.00117457
internal_weight=0 2756 2723 365 166 199 134 111 174 77 53 153 2696 2644 1131 1513 1341 1059 54 1005 100 119 96 1300 1260 57 1203 72 68 73
internal_count=3121 2756 2723 365 166 199 134 111 174 77 53 153 2696 2644 1131 1513 1341 1059 54 1005 100 119 96 1300 1260 57 1203 72 68 73
is_linear=0
shrinkage=0.00404364


Tree=1249
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 4 2 1 2 1 3 1 2 51 157 50 159 150 2 3 15 0 4 16 49 39 160 15
split_gain=454.588 76.4843 45.1179 38.7782 23.4181 17.6454 16.0368 14.5729 13.9665 12.5638 12.1677 7.78383 9.58604 7.2339 5.39481 4.94993 4.4073 4.22373 4.19473 6.98976 6.17726 4.4012 3.96834 6.22517 3.92767 3.8606 3.32438 3.25005 3.17296 3.04072
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.062655000000000016 0.26790000000000008 0.14285500000000004 0.077845000000000011 0.092365000000000017 0.080270000000000022 -0.12018999999999998 0.14860500000000001 0.089605000000000018 0.11144500000000002 -0.41266499999999995 0.08461500000000001 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -0.0069549999999999994 -0.23060499999999998 -0.15202999999999997 -0.013514999999999998 0.11346000000000002 -0.052259999999999994 0.087690000000000004 -0.075414999999999982 0.094035000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 8 10 24 27 -5 11 15 -13 28 -14 -1 -12 -10 19 20 21 -2 -18 -24 -4 -6 -21 -3 -7 -8
right_child=1 5 7 9 25 13 29 -9 17 -11 16 12 14 -15 -16 -17 22 -19 -20 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023379273596109201 0.0012495916471933185 0.001465893811155109 0.0022615620243581691 0.0020914335025202071 0.0010394812296393079 0.00083706829751369245 0.0029272379673617476 0.0012164873121124091 1.206433175291622e-05 0.0011190621665958193 0.0025456476874766284 0.0014450739333622938 0.0022052303822747083 -8.929463658269109e-05 0.001587820607030133 0.0018429951626812808 0.0025644964032511671 0.00078611953188762428 0.00079964693602886802 0.0010836457645065768 0.0010068674220741166 0.0019823953275745682 0.0013887305120699987 0.0020487158506628622 0.0018301864224556054 0.0017333477182007611 0.00056850871941518575 0.00093690454863591926 0.00037278426275233755 0.0024523276911940111
leaf_weight=960 21 45 73 28 26 28 51 38 22 67 27 28 478 46 22 31 21 20 70 52 35 29 22 614 55 22 29 28 100 33
leaf_count=960 21 45 73 28 26 28 51 38 22 67 27 28 478 46 22 31 21 20 70 52 35 29 22 614 55 22 29 28 100 33
internal_value=0 0.00104857 0.00139245 0.00216914 0.0022002 0.000570225 0.00221789 0.0018794 0.000940751 0.00140566 0.00219795 0.00225875 0.00213919 0.000325338 0.00217806 0.00232245 0.00206294 0.000380662 0.00104993 0.00115547 0.00139966 0.00167462 0.0020431 0.00202589 0.00207621 0.0013575 0.000899214 0.00126299 0.000474346 0.00274067
internal_weight=0 691 402 2430 2335 289 2287 166 115 95 2203 1519 528 174 500 991 684 42 236 166 85 50 657 636 128 48 81 73 128 84
internal_count=3121 691 402 2430 2335 289 2287 166 115 95 2203 1519 528 174 500 991 684 42 236 166 85 50 657 636 128 48 81 73 128 84
is_linear=0
shrinkage=0.00121906


Tree=1250
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 47 2 1 2 49 47 150 2 2 4 2 3 13 0 1 4 0 15 52 481 3 1
split_gain=767.379 119.104 61.6321 55.9365 39.7594 38.4981 20.256 19.1267 18.5747 16.3709 11.4404 13.2969 10.3578 8.44189 8.0215 7.44416 7.167 9.19181 7.06537 5.98255 6.78277 6.13801 5.11608 5.11226 5.64667 4.50679 4.37603 4.36831 4.1888 4.04973
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.12337000000000002 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.054984999999999992 0.090100000000000013 1.0000000180025095e-35 -0.0091949999999999983 0.14838000000000004 0.27834500000000006 0.089525000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.22491999999999998 0.13075500000000004 0.053180000000000012 0.14486500000000005 -0.41942499999999994 0.40674500000000008 -0.045769999999999991 -0.14847999999999997 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 13 6 10 -4 16 14 18 15 -2 19 23 -12 17 -6 26 -3 -21 -22 -5 24 28 -18 -1 -20 -7 -14
right_child=1 4 7 22 8 9 -8 -9 -10 -11 11 -13 29 -15 -16 -17 25 -19 27 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.008702140124512061 0.0072692455785937317 0.0063629443866440195 0.0082188411928583813 0.0069113446394259842 0.0066153155892040025 0.0088215014896821028 0.0093088243302208683 0.0069156057350551435 0.0069080267951152326 0.007306374795787789 0.0076484839027928086 0.0073487926887829628 0.0084117873431525433 0.0074112240964727119 0.007508374765495574 0.0084786213393315216 0.0058745709550733416 0.0057746480835706047 0.0088768051082994941 0.0065471355214600999 0.0068064230418544616 0.0078205870567353598 0.0061463574618637884 0.0080333034238778828 0.007719197719299728 0.0051707057313092096 0.0080970195045035991 0.0084352545362004656 0.0083598268129325849 0.0077353574484643195
leaf_weight=994 23 71 34 60 35 47 76 63 35 41 23 25 100 37 28 268 30 94 49 52 25 22 24 114 23 44 24 425 214 21
leaf_count=994 23 71 34 60 35 47 76 63 35 41 23 25 100 37 28 268 30 94 49 52 25 22 24 114 23 44 24 425 214 21
internal_value=0 0.00677792 0.00846628 0.00760091 0.00635625 0.00851141 0.00860063 0.00737241 0.00596589 0.00815149 0.00857086 0.00832881 0.00813065 0.00680507 0.00823283 0.00841301 0.00580345 0.00600274 0.00862212 0.00667314 0.0068956 0.00728114 0.00669278 0.0082838 0.00838435 0.00545606 0.00868787 0.0084809 0.00844296 0.00829439
internal_weight=0 673 2448 228 445 2351 1884 97 238 467 1808 316 144 207 426 291 203 129 1492 170 99 47 84 398 284 74 1018 474 261 121
internal_count=3121 673 2448 228 445 2351 1884 97 238 467 1808 316 144 207 426 291 203 129 1492 170 99 47 84 398 284 74 1018 474 261 121
is_linear=0
shrinkage=0.00140032


Tree=1251
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 2 1 1 14 16 49 4 2 48 47 12 3 52 13 15 1 156 475 15 1 16 12 15
split_gain=621.97 98.3256 49.423 46.6566 32.3622 31.7181 20.0852 17.5704 15.3412 13.0712 10.7998 8.96249 8.83332 8.79578 8.59824 7.80083 6.28538 6.37162 9.32861 5.42452 5.16429 4.94343 4.80765 4.49392 4.87145 5.97477 6.02 4.59743 4.38811 4.38338
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.092365000000000017 0.085505000000000012 0.13501500000000002 0.077845000000000011 0.086920000000000011 0.062655000000000016 -0.061854999999999993 -0.054984999999999992 0.0067750000000000006 0.14960000000000004 -0.047864999999999991 0.10648500000000001 -0.010834999999999999 0.11658 0.12418000000000001 -0.0087749999999999981 1.0000000180025095e-35 0.13075500000000004 1.0000000180025095e-35 -0.08230999999999998 0.040760000000000005 0.095950000000000021 -0.45661999999999997 0.08401500000000002 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 16 9 14 15 -4 10 -1 -8 -2 28 19 -7 17 20 -19 21 -3 -6 -5 24 -17 26 27 -26 -11 -16
right_child=1 4 8 22 6 7 11 -9 -10 13 -12 -13 -14 -15 29 23 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0041513422938035238 0.0027602964993736585 0.0022474738038484134 0.0038195483909426869 0.0024292589758241698 0.0012512665669911173 0.0029991213034127797 0.0018302436919759722 0.0028362018866440785 0.0024892805665065695 0.0035365419894727627 0.0048396562974279203 0.0029224836877218942 0.0037850378567656586 0.0032906891760182974 0.0013500301192658536 0.0043922243340796738 0.0032093658997651791 0.00329469705996965 0.0021979553601680323 0.0021624018765197782 0.001333878757514157 0.0020631417568416355 0.0016265608323107468 0.0041039808577224158 0.0041886207992086685 0.0039436607006424181 0.0028828976581144667 0.0036081067392703466 0.0040182056095078491 0.00055961033773861278
leaf_weight=1096 23 44 28 60 96 28 45 48 69 50 55 28 121 52 27 27 20 28 49 26 21 21 24 105 35 199 24 300 332 40
leaf_count=1096 23 44 28 60 96 28 45 48 69 50 55 28 121 52 27 27 20 28 49 26 21 21 24 105 35 199 24 300 332 40
internal_value=0 0.00228827 0.00393357 0.00309767 0.00187356 0.00397732 0.0015643 0.00372406 0.00287328 0.00409971 0.00418423 0.00224919 0.00362136 0.00387555 0.00132622 0.00378342 0.00241382 0.00230177 0.00259677 0.00153615 0.00195231 0.00139699 0.00219992 0.00381525 0.00376342 0.003733 0.00361622 0.00366876 0.00395516 0.000878138
internal_weight=0 673 2448 228 445 2351 283 766 97 1585 1151 73 144 434 210 718 162 142 77 143 65 117 84 690 585 558 359 335 382 67
internal_count=3121 673 2448 228 445 2351 283 766 97 1585 1151 73 144 434 210 718 162 142 77 143 65 117 84 690 585 558 359 335 382 67
is_linear=0
shrinkage=0.00151575


Tree=1252
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 4 0 49 1 4 150 12 4 131 47 2 1 1 0 0 0 43 2
split_gain=573.19 95.5192 63.7192 45.7762 34.5317 29.1602 19.3993 16.3558 14.8918 14.2956 13.75 11.6679 9.95501 9.56411 13.7923 9.81566 9.03084 8.14757 6.02481 6.53033 5.87111 5.80465 5.66476 5.20273 4.55819 5.08966 4.10233 3.95166 6.90014 3.79495
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.14285500000000004 0.27834500000000006 -0.10607499999999999 0.082865000000000008 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 0.087765000000000024 -0.52556499999999995 0.082750000000000004 0.090100000000000013 0.31358000000000003 0.089770000000000016 0.076935000000000017 -0.030209999999999997 -0.14454499999999995 -0.065229999999999996 -0.065269999999999981 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 -5 -6 17 12 -4 14 15 26 18 24 19 -15 22 -3 -13 -21 25 -7 -1 -20 -29 -17
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 20 -14 16 -16 29 -18 -19 27 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032881886455157576 0.0029034105796974497 0.0011991513539599034 0.0014222791453007025 0.002661059216677504 0.0026518221377393649 0.0026829700989832402 0.003669736892227667 0.0016031211072542412 0.0014881174223265489 0.0015019698227674559 0.001780938819353236 0.00021644255288299182 0.00057383151997452461 0.0038839309713904553 0.0033678072126274677 0.0024566037618585419 0.0025963758358755248 0.0018921142640514618 0.0029469742628369989 0.0030992640327918404 0.00086007226022247055 0.0018567178585291262 -0.00066316782539236642 0.0024486054276690095 0.0030043493618517741 0.0020422904770539766 0.0024757404731122301 0.0019331856857893333 0.0029939792065980025 0.0016913443365561972
leaf_weight=21 74 190 39 34 71 262 79 34 63 32 41 59 102 21 36 20 118 27 767 702 20 32 20 26 81 28 32 22 29 39
leaf_count=21 74 190 39 34 71 262 79 34 63 32 41 59 102 21 36 20 118 27 767 702 20 32 20 26 81 28 32 22 29 39
internal_value=0 0.00137246 0.00118332 0.00286082 0.00161107 0.0029005 0.00297672 0.000675964 0.00189925 0.00229459 0.00256852 0.000544616 0.000808509 0.00294685 0.00259872 0.00235152 0.00297743 0.00264965 0.00300612 0.00309868 0.00016877 0.00129394 -6.24362e-06 0.00307603 0.00270478 0.00262111 0.00279765 0.00292137 0.00253638 0.00195075
internal_weight=0 673 599 2448 325 2351 1912 274 97 103 439 240 141 1833 148 112 1685 398 1567 749 99 222 79 728 371 290 53 818 51 59
internal_count=3121 673 599 2448 325 2351 1912 274 97 103 439 240 141 1833 148 112 1685 398 1567 749 99 222 79 728 371 290 53 818 51 59
is_linear=0
shrinkage=0.00142833


Tree=1253
num_leaves=31
num_cat=0
split_feature=1 3 2 133 376 401 402 2 4 480 52 16 1 52 15 48 402 15 16 4 159 16 12 40 13 147 3 3 2 447
split_gain=13.0671 2.86016 1.70074 1.56189 1.64398 1.63397 1.52558 1.4961 1.96454 1.20116 1.18437 1.4875 1.4541 2.94951 1.66383 1.43702 1.28184 1.63366 2.72136 2.16955 2.18452 1.74541 1.16598 1.49009 1.39332 1.52555 1.25632 1.85894 1.2607 1.16062
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 0.089200000000000015 0.088235000000000008 0.085900000000000018 0.086055000000000006 0.092365000000000017 0.19806500000000002 0.11747 -0.53299999999999992 -0.010264999999999998 0.098220000000000016 -0.07278999999999998 -0.17952999999999997 0.10184000000000001 0.095250000000000015 -0.011859999999999997 0.023255000000000001 -0.42529999999999996 -0.081299999999999997 0.22339500000000004 -0.10022999999999999 0.097265000000000018 -0.072309999999999985 1.0000000180025095e-35 0.088060000000000013 0.13524500000000003 0.11215000000000001 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 5 -5 22 -2 8 -1 10 -9 12 13 -12 -15 -16 17 21 -19 -20 -21 -13 23 -3 -24 26 -26 28 -28 -27
right_child=1 2 -4 4 -6 -7 -8 9 -10 -11 11 16 -14 14 15 -17 -18 18 19 20 -22 -23 24 -25 25 29 27 -29 -30 -31
leaf_value=0.0022947559928794834 0.0019437629381720742 0.0032064306251627988 -0.00020708700997819487 -0.00031251860487351664 0.0013462103526133734 5.6597093866646715e-05 0.00053252019973932759 0.0025521277470657833 0.00067741354494950964 0.0032125790286516966 0.0040929644690024664 0.0028048813505268731 0.00092232825965656918 0.0034716904215930768 0.0020671276138502196 0.00065069010128805151 0.0028611565303669315 -0.00034906144131238796 0.0024694473195250931 0.0019844840430465142 3.0611957667805126e-05 0.0015237998227791119 0.00087595212355110863 0.0012505271657000333 0.0013858297888645447 -0.00016831502184525221 0.0020494013160033131 0.0011468852642441893 0.0036949209492383498 0.0015578697946351991
leaf_weight=1591 239 21 23 33 30 24 22 82 20 21 20 40 26 21 324 20 20 27 37 27 34 93 112 20 80 20 24 24 25 21
leaf_count=1591 239 21 23 33 30 24 22 82 20 21 20 40 26 21 324 20 20 27 37 27 34 93 112 20 80 20 24 24 25 21
internal_value=0 0.00139651 0.0011519 0.00122392 0.000477352 0.0013507 0.00182481 0.00218496 0.00227468 0.00200246 0.0019695 0.00190016 0.00209613 0.0021754 0.00207033 0.00198478 0.00161043 0.00151347 0.00109253 0.00148971 0.000895441 0.00190909 0.00144021 0.00225233 0.00133139 0.00159433 0.00182974 0.00231622 0.00288895 0.000715828
internal_weight=0 718 457 434 63 371 261 2403 1611 792 771 689 411 385 365 344 278 258 125 98 61 133 347 41 306 194 153 73 49 41
internal_count=3121 718 457 434 63 371 261 2403 1611 792 771 689 411 385 365 344 278 258 125 98 61 133 347 41 306 194 153 73 49 41
is_linear=0
shrinkage=0.00512831


Tree=1254
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 48 1 9 0 15 131 3 2 47 3 9 4 43 133 12 43 43 475 43 475 16 399 12 1427 42
split_gain=10.7156 2.89798 1.81166 2.12545 2.24297 1.6099 1.8109 1.49124 1.66916 2.63627 1.51406 1.41357 1.39854 1.56253 1.35222 1.29694 1.40311 1.20674 1.14038 1.12583 1.91249 1.88458 1.11731 1.78438 1.25844 1.08819 1.08444 1.08058 0.996994 1.03213
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.08104500000000002 -0.078139999999999973 0.083685000000000009 0.086255000000000012 0.099965000000000012 -0.0058249999999999994 -0.41396999999999995 0.096070000000000016 0.11924500000000002 0.13754500000000003 0.11419000000000001 -0.11171999999999999 0.081890000000000004 0.40124500000000002 -0.085474999999999982 0.089595000000000022 0.086700000000000013 0.08845500000000002 0.016310000000000002 -0.085684999999999997 -0.085474999999999982 -0.084894999999999984 -0.073849999999999985 0.091255000000000017 0.091840000000000019 0.083935000000000023 -0.080354999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 10 -10 12 14 18 -14 -6 16 19 -7 -2 20 21 22 23 -3 -24 26 -21 -28 29 -27
right_child=7 15 3 -5 11 17 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 25 -22 -23 24 -25 -26 28 27 -29 -30 -31
leaf_value=0.00023145742645886235 0.0012377439718202236 0.0028272391268412129 0.0011564130197476387 0.002228926402966618 0.00057359053405940858 0.0018234666689641217 -7.1101406812199164e-06 -4.6222037852605265e-05 0.00098620158249102712 -0.00071617442395881974 0.0015695512837923056 0.00082666955550242068 0.00024494481858401831 0.001327195269456811 0.0015381147124320282 0.0022838668217218918 0.00060947930843301883 0.00083184119867029088 0.00024422486149499592 0.0014976086617413081 0.0027248959673178445 0.00069592893101013244 0.00063688244752580826 0.0015194289042056029 0.0016126106963634233 0.0016352314885568668 0.0015078005736545764 0.0026397401819612922 0.0018454198450601408 0.0012426442784590722
leaf_weight=28 104 28 31 29 23 28 52 33 28 25 44 63 86 25 256 29 27 49 20 654 22 33 20 33 475 114 24 25 52 661
leaf_count=28 104 28 31 29 23 28 52 33 28 25 44 63 86 25 256 29 27 49 20 654 22 33 20 33 475 114 24 25 52 661
internal_value=0 0.00142107 0.00117611 0.00122592 0.00116798 0.000795602 0.000427459 0.000726299 0.000803086 0.000183194 0.000920843 0.00134219 0.000799383 0.000488695 0.0014586 0.00148339 0.00147269 0.00119243 0.0010775 0.00148357 0.00162184 0.00158064 0.00163315 0.00211974 0.00157319 0.00142835 0.00153857 0.00208532 0.00133466 0.00130039
internal_weight=0 2756 559 531 502 160 83 365 332 53 279 342 235 111 279 2197 2168 77 124 2141 611 589 556 61 495 1530 703 49 827 775
internal_count=3121 2756 559 531 502 160 83 365 332 53 279 342 235 111 279 2197 2168 77 124 2141 611 589 556 61 495 1530 703 49 827 775
is_linear=0
shrinkage=0.00381041


Tree=1255
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 4 2 1 16 2 52 159 49 52 1 2 1 12 457 1 15 52 151 12 3 0 0
split_gain=615.818 98.74 47.7609 44.0111 35.4803 27.34 23.3165 19.1479 17.7567 14.8949 14.3977 12.0808 11.2365 10.2263 8.60639 8.48751 6.4563 7.2445 9.58543 6.35572 6.15806 5.7359 5.11794 4.94803 5.98466 4.87273 4.56123 13.9378 4.30557 4.2806
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.085505000000000012 0.27834500000000006 0.089885000000000007 0.077845000000000011 -0.042349999999999992 0.15361500000000003 -0.52606999999999993 0.082585000000000006 -0.054984999999999992 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.085605000000000014 0.082480000000000012 0.083570000000000019 0.13075500000000004 1.0000000180025095e-35 0.12418000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11658 -0.14454499999999995 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 6 8 12 9 19 -4 -9 23 -2 21 -15 -11 29 -19 -1 25 26 -5 24 -6 -21 28 -28 -3 -18
right_child=1 4 10 22 7 -7 -8 11 -10 16 -12 -13 -14 15 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0086849425557704672 0.008694215984078069 0.0066938687520985878 0.0083546804308294361 0.0071550576793354389 0.0060732924662559281 0.0074955618442012232 0.0092523797853836694 0.0065555553205107137 0.0072882139133893841 0.0089038573971184972 0.0071824357832630031 0.0077444193721713135 0.0056338709850784251 0.0071759458358785855 0.006554678261939461 0.0081388004983945338 0.0084128205268236868 0.0071791459270170825 0.00830734845760666 0.0075461326204268216 0.0085496967519779164 0.0068262551026920335 0.0064066931601671762 0.0068905540349748435 0.006836691386260702 0.0083560651866271731 0.008429540453964348 0.0070069722796759536 0.007537090078640638 0.0077689638867661564
leaf_weight=892 49 21 28 61 100 48 84 49 22 43 67 24 61 22 38 80 723 22 40 21 378 36 24 25 24 42 27 25 25 20
leaf_count=892 49 21 28 61 100 48 84 49 22 43 67 24 61 22 38 80 723 22 40 21 378 36 24 25 24 42 27 25 25 20
internal_value=0 0.00701336 0.00848214 0.00773394 0.00663961 0.00852097 0.00854249 0.00634074 0.00851542 0.0085278 0.00752794 0.00694641 0.00613019 0.00817875 0.00713136 0.00793113 0.00838555 0.00835787 0.00790702 0.00861829 0.00848347 0.00729489 0.00694375 0.00633338 0.00622105 0.00808609 0.00746704 0.00774561 0.00715214 0.00839549
internal_weight=0 691 2430 236 455 2335 2287 283 2203 2181 95 73 210 151 172 102 848 805 62 1333 441 134 85 149 124 63 98 52 46 743
internal_count=3121 691 2430 236 455 2335 2287 283 2203 2181 95 73 210 151 172 102 848 805 62 1333 441 134 85 149 124 63 98 52 46 743
is_linear=0
shrinkage=0.00137286


Tree=1256
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 2 42 4 2 2 4 3 13 131 0 15 12 4 1 15 47 15 4 0 4 1 16
split_gain=500.451 83.9458 53.4428 40.1737 27.1335 25.2232 16.1265 14.0559 13.9546 12.2072 9.13983 8.32893 8.10108 9.27115 7.05832 7.00459 6.55219 6.17475 14.9694 7.31312 6.58799 5.74876 5.53431 5.31463 5.27962 5.05359 4.96166 4.86688 4.7437 4.50293
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.10188000000000001 0.062655000000000016 0.13082500000000002 0.11474000000000002 -0.044809999999999996 0.27044500000000005 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.11658 -0.013634999999999998 0.082750000000000004 -0.11173999999999999 -0.11713499999999999 0.087695000000000009 -0.52556499999999995 0.083345000000000016 -0.41942499999999994 0.078345000000000012 -0.040439999999999997 -0.0039549999999999993 -0.23091999999999999 -0.0070899999999999991 0.077845000000000011 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 10 12 27 -5 17 14 13 -4 24 28 22 18 -1 20 -19 -20 -14 26 -7 -24 -3 -6 -11 -21
right_child=1 2 7 9 8 11 -8 -9 -10 15 -12 -13 16 -15 -16 -17 -18 19 21 29 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035966381204722325 0.0029386769848507698 0.0020096860327518309 0.0016974425482583326 0.0027718163793149881 0.0031490244104324153 0.0026012899431068146 0.0035609490097365365 0.0018184283708179583 0.0015223230695414554 0.0026844070410174514 0.0021294174432149897 0.002070171488526069 0.00096030276140822576 0.00095584169020545564 0.0019566208245733077 0.0014233273838777354 0.0013396106366234484 0.0038147112746764566 0.0028383989074073292 0.0029690923038646587 0.0030800858183777516 0.0021631922448765331 0.00071391790332741146 0.0020194755051546462 0.0029388542541216576 -0.00011463596956543331 0.0014204496613733528 0.0024457644231613389 0.0019145883841090617 0.0027238297968216613
leaf_weight=24 76 28 39 43 23 177 83 37 24 21 21 39 29 102 20 30 20 21 36 787 753 51 22 41 138 28 164 58 37 149
leaf_count=24 76 28 39 43 23 177 83 37 24 21 21 39 29 102 20 30 20 21 36 787 753 51 22 41 138 28 164 58 37 149
internal_value=0 0.001656 0.00149749 0.0029037 0.00184273 0.00294341 0.00300314 0.00107623 0.00238874 0.00220687 0.002978 0.00263599 0.000961806 0.00116097 0.00270186 0.00193082 0.000678155 0.00298779 0.00269211 0.00300698 0.00310002 0.00244259 0.000510698 0.00159667 0.00274918 0.000249928 0.00150638 0.00264546 0.00219332 0.00293005
internal_weight=0 691 615 2430 338 2299 1925 277 105 131 1842 374 240 141 335 88 99 1821 111 1710 774 87 79 233 315 50 192 81 58 936
internal_count=3121 691 615 2430 338 2299 1925 277 105 131 1842 374 240 141 335 88 99 1821 111 1710 774 87 79 233 315 50 192 81 58 936
is_linear=0
shrinkage=0.00129368


Tree=1257
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 0 49 1 4 1 0 4 2 106 475 2 150 132 14 47 4 3 50 49
split_gain=691.691 117.002 75.7972 54.1912 47.7125 33.8609 21.3774 20.7373 18.879 17.8184 17.0177 12.0817 13.4519 9.80478 9.6298 7.84365 7.156 8.63762 6.32498 6.76576 5.62424 4.96049 4.95149 4.82167 4.83636 4.65945 12.0737 4.11322 3.88399 3.64999
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.09253500000000002 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 0.16540500000000002 -0.079119999999999982 -0.55119499999999988 0.14122000000000004 0.087690000000000004 -0.082014999999999991 0.087995000000000004 1.0000000180025095e-35 0.08696000000000001 -0.22253999999999999 0.078345000000000012 0.26450500000000005 -0.12711499999999995 0.10883000000000001 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 -6 15 -5 20 12 13 -1 16 -4 28 -18 19 23 -7 -15 -22 24 -3 -26 -27 -19 -13 -11
right_child=1 2 8 9 7 10 -8 -9 -10 29 -12 14 -14 21 -16 -17 17 27 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0033346658377255466 0.003405939285453173 0.0022809106797591705 0.00078874359536358662 0.0031301519591421093 0.003029113630597555 0.0036326991293439029 0.0042082696727662053 0.0018215923705346014 0.001975817254916171 0.0021805920465762852 0.002173224475040736 0.0035965415638716898 0.0038318620240571661 0.0028545570598702634 0.003068171592936153 -0.00010777505570573473 0.004226130748746634 0.0028231340608573206 0.00098209161844936988 0.00089754649867122371 0.0031289893422296912 0.0021016557070561055 0.0024845172048652362 0.0010841535242223372 0.001575412187689984 0.0027210532884873262 0.0012934728114591329 0.0033476910204303348 0.0033251297196177435 0.0014932040458934457
leaf_weight=47 76 33 147 34 83 41 76 42 25 33 39 1024 35 37 102 22 21 32 30 21 360 32 25 21 144 26 21 349 115 28
leaf_count=47 76 33 147 34 83 41 76 42 25 33 39 1024 35 37 102 22 21 32 30 21 360 32 25 21 144 26 21 349 115 28
internal_value=0 0.00176681 0.00156425 0.00335458 0.00189796 0.00339676 0.00348084 0.00262339 0.00084005 0.00231784 0.00305859 0.00345003 0.00307097 0.00284139 0.00348487 0.000672037 0.00351245 0.00335182 0.00159162 0.00166036 0.00313965 0.00250539 0.00308714 0.00172574 0.00178589 0.00170036 0.0020832 0.00330363 0.00356914 0.00186507
internal_weight=0 691 615 2430 421 2335 1870 125 194 95 465 1794 151 116 1643 169 1541 402 296 266 426 69 385 245 224 191 47 381 1139 61
internal_count=3121 691 615 2430 421 2335 1870 125 194 95 465 1794 151 116 1643 169 1541 402 296 266 426 69 385 245 224 191 47 381 1139 61
is_linear=0
shrinkage=0.00140032


Tree=1258
num_leaves=31
num_cat=0
split_feature=1 52 11 1348 1 2 133 2 4 16 52 0 49 11 12 1 3 4 13 13 12 480 484 52 2 52 50 13 15 2
split_gain=16.0545 3.92397 2.71332 1.87915 2.02279 1.98607 2.16072 1.65219 1.98743 1.32688 3.26791 1.63329 1.36781 1.32018 1.22098 1.21431 2.42154 1.205 1.16415 2.06022 1.11555 1.04486 1.09271 1.15471 1.47662 1.13765 1.7445 1.84659 1.43013 1.38376
threshold=0.10312500000000001 -0.43851499999999993 -1.0000000180025095e-35 0.092395000000000019 0.13146500000000003 0.10559 0.0068000000000000014 0.092365000000000017 0.19806500000000002 -0.39185999999999993 -0.046924999999999988 -0.050064999999999991 0.093655000000000002 1.0000000180025095e-35 0.08598500000000002 0.080270000000000022 -0.096544999999999978 -0.0070899999999999991 -0.49353499999999995 -0.10664 0.092465000000000006 0.11747 0.12418000000000001 -0.53447999999999996 0.14960000000000004 0.024145000000000003 -0.14320999999999998 0.095120000000000024 1.0000000180025095e-35 0.10252500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 20 -3 4 5 6 17 8 13 18 11 -11 -12 15 -15 -1 -17 -4 -6 -20 -2 22 23 -9 25 26 -25 28 29 -28
right_child=1 2 3 -5 9 -7 -8 21 -10 10 12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0023067000373149142 0.0031296097374995382 -0.00019352394958291769 0.00304414809705152 0.00017248765081035778 0.0015990475512833351 0.0013382799926734985 0.0013042725299454102 0.0024495103141652283 0.00091178764611248389 0.00025451657130728592 0.0031411210425593191 0.0015524532049822069 0.0016209822166401457 0.0033358370133011401 0.0022314652946996555 0.0010186856579344631 0.0021350821008919796 0.0020363911559783837 -0.00060944401992777503 0.00091518183694869052 0.0020143335067164211 0.0029200487036285232 0.0027298267040049302 0.0025534058898416491 0.0008340586287382747 0.0020974938590658876 0.001867249404945382 0.00061913525749508064 0.0023542644570734993 0.0011531698351890929
leaf_weight=990 22 20 28 22 23 219 61 70 20 37 20 32 22 37 34 37 487 84 21 62 57 21 32 41 23 318 118 29 53 81
leaf_count=990 22 20 28 22 23 219 61 70 20 37 20 32 22 37 34 37 487 84 21 62 57 21 32 41 23 318 118 29 53 81
internal_value=0 0.00143949 0.00133205 0.0013804 0.00142404 0.00160443 0.00194135 0.00215229 0.00222968 0.00109816 0.00141964 0.000856458 0.00234486 0.00224631 0.00280698 0.00222002 0.00205625 0.00228833 0.000761519 0.000529433 0.00232492 0.00199426 0.00196885 0.00193563 0.00188137 0.00191901 0.00174274 0.00162446 0.00174015 0.00157659
internal_weight=0 730 651 631 609 392 173 2391 1605 217 111 69 42 1585 71 1514 524 112 106 83 79 786 765 733 663 640 322 281 252 199
internal_count=3121 730 651 631 609 392 173 2391 1605 217 111 69 42 1585 71 1514 524 112 106 83 79 786 765 733 663 640 322 281 252 199
is_linear=0
shrinkage=0.004207


Tree=1259
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 16 1 0 49 1 4 49 159 457 3 12 12 4 1 1 3 15 1 52 43
split_gain=423.377 72.3836 38.6439 33.5842 26.9855 20.9697 13.485 12.2657 11.1941 9.80701 9.70429 8.65895 8.29444 11.735 9.24775 9.02787 7.70339 6.15806 7.00321 5.37068 11.0903 5.13742 5.9651 4.77899 4.75397 4.10758 3.96852 6.54077 3.89854 3.83822
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.085505000000000012 0.077845000000000011 0.14122000000000004 -0.061854999999999993 0.16540500000000002 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 -0.054984999999999992 0.082585000000000006 0.083190000000000014 0.11658 -1.0000000180025095e-35 0.087765000000000024 -0.51843499999999987 0.089875000000000024 0.11910500000000002 1.0000000180025095e-35 -0.040804999999999994 0.095695000000000016 0.056145000000000007 0.057265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 17 6 12 11 -4 26 -9 28 13 14 -1 21 -2 18 19 20 -3 22 -14 -24 -5 -16 27 -7 -6 -28
right_child=1 4 8 24 7 9 -8 10 -10 -11 -12 -13 15 -15 25 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0030295404454181349 0.002076580188971468 0.0019908381099813591 0.0028728896337170515 0.0019961102072248538 0.0010081189517750263 0.0027906245246819661 0.0036684299554546849 0.001293630627177453 0.0018392535108158522 0.0021350883107595958 0.0023230321190247749 0.0001759620130844855 0.0039363882839492407 0.0034668456197309823 0.0017156547562851062 0.0027107680102893125 0.0029246833045481853 0.0014054137962654328 0.0015327034431444483 0.0017099131069939983 0.0031185958392584857 0.0030565080230363873 0.0032140035565524777 0.0025640971847107961 0.001341258263020549 0.0024539523747227044 0.0030847984352487044 0.0019875614913977416 0.0014547054370191916 0.0026016865148066693
leaf_weight=47 24 42 28 48 140 213 76 45 67 41 28 20 21 35 20 102 127 38 38 27 27 803 695 22 37 49 151 21 50 39
leaf_count=47 24 42 28 48 140 213 76 45 67 41 28 20 21 35 20 102 127 38 38 27 27 803 695 22 37 49 151 21 50 39
internal_value=0 0.00178436 0.00300222 0.00240132 0.00146436 0.00303714 0.00310201 0.00120371 0.0021439 0.00277624 0.00168847 0.0010352 0.00307802 0.0027701 0.00255987 0.00310632 0.00278989 0.00189322 0.00203155 0.00222901 0.00243213 0.0031325 0.00321519 0.00319406 0.00171106 0.00223995 0.00283824 0.00271855 0.00112564 0.00298563
internal_weight=0 691 2430 236 455 2335 1870 283 95 465 73 210 1794 151 116 1643 151 172 134 96 69 1541 738 717 85 69 424 234 190 190
internal_count=3121 691 2430 236 455 2335 1870 283 95 465 73 210 1794 151 116 1643 151 172 134 96 69 1541 738 717 85 69 424 234 190 190
is_linear=0
shrinkage=0.00137286


Tree=1260
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 14 2 4 0 15 0 0 4 15 10 151 42 0 47 4 1 151 0 48 15
split_gain=424.499 75.3635 43.3105 35.184 24.113 20.4085 14.1584 12.7393 11.5591 10.3522 8.69285 8.07784 7.52905 6.43999 11.3686 6.1598 5.53045 5.00492 4.6817 5.29614 4.63388 4.23912 9.14947 3.90429 3.88007 3.8496 11.2016 5.79305 3.62187 3.47009
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.14960000000000004 0.40945500000000007 -0.10474999999999998 -0.10653 -0.14226499999999997 -0.23091999999999999 0.0082450000000000006 -0.41942499999999994 -0.38124499999999995 -0.088784999999999989 0.084835000000000008 -0.064339999999999994 0.080455000000000013 -0.51253999999999988 1.0000000180025095e-35 -0.063609999999999986 -0.038659999999999993 0.016865000000000002 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 11 16 -5 -6 13 12 28 14 -1 -16 -7 21 -13 -20 -3 24 -23 -22 -15 27 -27 -18 -4 -28
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 18 -14 17 15 -17 25 -19 19 -21 23 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.003495016388835741 0.0031415840640461696 0.0021594788473529754 0.002077504359978288 0.0028837550093822107 0.0028342896847560989 0.002237472200520875 0.0020376576974748613 0.0021996313436082934 0.0018444400897378622 0.0018723195189639249 0.0037206025427279094 0.0011836197781241635 0.0010706812314244241 0.0039140084610404758 0.0028733601411779688 0.002060903734960616 0.0029743072882858733 0.0027836615700600944 0.00092610877732209648 5.3722554735711924e-06 0.0015474263540595551 0.0031641815732719358 0.0021819249283184993 0.0021635257054411919 0.0032759922315650355 0.0022287972403026747 0.0032423312864187349 0.0024457318337531109 0.0012816749461299606 0.0038364356099405655
leaf_weight=38 76 40 28 34 74 21 37 48 61 33 62 28 113 20 47 32 526 56 25 26 167 592 20 24 702 20 78 46 20 27
leaf_count=38 76 40 28 34 74 21 37 48 61 33 62 28 113 20 47 32 526 56 25 26 167 592 20 24 702 20 78 46 20 27
internal_value=0 0.00179975 0.00163393 0.00306848 0.00197706 0.00310315 0.00121523 0.00291204 0.00221641 0.00253761 0.00319645 0.00108843 0.00127199 0.00317489 0.00285306 0.00254426 0.00295966 0.00320198 0.000714351 0.000456714 0.00171742 0.00321954 0.00313208 0.00162484 0.00329367 0.00298142 0.00320849 0.0029318 0.00174591 0.0033951
internal_weight=0 691 615 2430 338 2335 277 766 95 107 1569 240 161 1507 117 79 718 1390 79 51 231 1334 612 191 722 697 125 572 48 105
internal_count=3121 691 615 2430 338 2335 277 766 95 107 1569 240 161 1507 117 79 718 1390 79 51 231 1334 612 191 722 697 125 572 48 105
is_linear=0
shrinkage=0.00142833


Tree=1261
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 4 159 2 4 4 150 132 2 1 1 47 1447 4 1 0 4 12 4 3 3 52
split_gain=756.506 114.666 71.2948 62.3771 42.0809 40.259 22.2996 21.5119 18.6434 18.0663 16.9836 11.0964 13.6813 10.8364 9.05712 8.50079 7.88242 7.65108 7.49893 6.79028 5.81985 5.77833 5.16101 4.39414 4.37348 4.34208 4.02758 3.91237 3.60166 3.54601
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.27834500000000006 -1.0000000180025095e-35 0.14753000000000002 0.40945500000000007 0.24564500000000003 1.0000000180025095e-35 0.08764000000000001 0.089885000000000007 0.090540000000000023 0.089875000000000024 0.090100000000000013 -0.082869999999999985 0.018150000000000003 0.15799000000000005 0.14486500000000005 -0.036839999999999991 0.096395000000000022 -0.0070899999999999991 0.0068900000000000012 0.0068900000000000012 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 6 13 -5 14 26 -4 12 28 16 21 22 17 29 20 27 -18 23 -13 25 -2 -7 -6 -3 -12 -1
right_child=1 2 10 7 9 8 -8 -9 -10 -11 11 15 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030883255286264983 0.0030608360306042539 0.00090365491125704838 0.0015874265740108027 0.0026698361633474867 0.0030851303517918181 0.0030724275204670661 0.0036929601338452221 0.001341394246714765 0.0016766445575452065 0.0013699536279350444 0.00081170850548842788 8.3987758535206646e-05 0.000381154522788107 0.0020825504315200591 0.0018772171157278017 0.00082111348335513841 0.0034414063021630048 0.0028117828159341814 0.0021625421968061278 0.0017231514475453912 0.002827534454194953 0.002468861625117592 -0.00071352094591708125 0.0022432320239624852 0.0023618548782032892 0.0026843869009862153 0.0023784177592363967 0.0012963587704418369 0.0015286893712771251 0.0026030783102809077
leaf_weight=1063 50 114 26 34 21 103 79 63 41 32 22 49 105 25 27 21 30 243 29 33 415 140 21 22 24 106 48 77 30 28
leaf_count=1063 50 114 26 34 21 103 79 63 41 32 22 49 105 25 27 21 30 243 29 33 415 140 21 22 24 106 48 77 30 28
internal_value=0 0.0012535 0.00105823 0.00286476 0.00148459 0.0029084 0.0029928 0.00180703 0.00254083 0.00220584 0.000552509 0.000444009 0.000660761 0.00296262 0.00262985 7.00532e-05 0.00297479 0.00302777 0.0028257 0.00115938 0.00286892 0.00268463 -0.000155265 0.00281539 0.00283414 0.00287562 0.0025935 0.00106197 0.00122535 0.00307587
internal_weight=0 673 599 2448 325 2351 1912 97 439 101 274 248 157 1833 398 91 1808 1334 474 224 445 371 70 231 74 209 69 191 52 1091
internal_count=3121 673 599 2448 325 2351 1912 97 439 101 274 248 157 1833 398 91 1808 1334 474 224 445 371 70 231 74 209 69 191 52 1091
is_linear=0
shrinkage=0.00134594


Tree=1262
num_leaves=31
num_cat=0
split_feature=1 52 3 12 123 2 4 148 2 2 484 50 14 15 0 3 16 40 157 157 484 51 51 403 156 484 15 3 51 156
split_gain=21.003 4.9419 2.98545 2.29785 1.95874 1.9453 2.64851 1.86279 1.61045 1.59515 1.85548 1.55661 1.50849 1.47617 1.6967 1.45986 1.50417 1.3415 1.28821 1.17681 1.15278 1.12174 2.20628 1.47204 1.18404 2.11141 2.52274 1.72753 1.59484 2.10699
threshold=0.10312500000000001 -0.40967499999999996 0.31534000000000006 -0.42850999999999995 0.085740000000000011 0.095545000000000005 0.27044500000000005 -0.095079999999999984 0.15950500000000004 0.11362000000000001 -0.069939999999999988 0.10616500000000001 0.076975000000000002 -0.0088349999999999974 -0.070154999999999981 0.16158000000000003 -0.50690499999999983 -0.063404999999999989 -0.41266499999999995 -0.077664999999999998 0.13629500000000003 1.0000000180025095e-35 0.086310000000000012 0.05728500000000001 0.087380000000000013 0.085595000000000018 -0.008624999999999999 -0.12711499999999995 -0.094454999999999983 0.084085000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 7 6 12 -3 -5 10 -9 -12 21 14 15 16 -11 -6 -7 -20 -21 24 -23 -24 27 -26 -27 -1 -29 -30
right_child=1 2 3 8 17 18 -8 9 -10 13 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=0.0032259075613632203 0.0023119413240576259 0.00037092834917091578 0.0014343972116111451 0.00064479581442476849 0.0011518032233483356 0.0030215293945876137 0.00084863431492054951 0.0029712011007641758 -0.00077163928450880016 0.0013205940015838143 0.0015976216192185072 0.0027836072852175414 0.0028705916783632567 0.00037973199340102611 0.00086692740099476471 0.00086816528405398352 0.0025143002055347408 1.0866119551241535e-05 0.0013083342997079405 0.001989903089315067 0.0029557927048899672 0.00098126255607938013 0.0022811429584285847 0.0011220897653523934 0.0023558763217432226 0.0019537579071262851 0.00028365539674161992 0.001336426941366757 0.0023237414444989358 0.0034873057682685161
leaf_weight=36 90 21 35 35 107 20 21 21 21 28 190 20 71 24 51 22 45 20 40 533 21 30 172 20 109 50 21 26 1195 26
leaf_count=36 90 21 35 35 107 20 21 21 21 28 190 20 71 24 51 22 45 20 40 533 21 30 172 20 109 50 21 26 1195 26
internal_value=0 0.00142473 0.00129997 0.000621619 0.00141241 0.00220836 0.00227615 0.00154491 0.000113633 0.00160639 0.00182518 0.00171057 0.00229323 0.0013091 0.00146187 0.00178126 0.00205644 0.000972128 0.00201214 0.00197815 0.00202652 0.0022689 0.00200106 0.00216041 0.00230954 0.00200242 0.00145978 0.00235263 0.00232742 0.00234852
internal_weight=0 730 640 91 549 2391 1777 422 56 401 231 210 1756 170 146 95 73 127 614 594 554 1685 222 192 1463 180 71 1283 1247 1221
internal_count=3121 730 640 91 549 2391 1777 422 56 401 231 210 1756 170 146 95 73 127 614 594 554 1685 222 192 1463 180 71 1283 1247 1221
is_linear=0
shrinkage=0.00404364


Tree=1263
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 14 2 2 4 11 15 1 4 1 151 4 47 15 10 1447 52 12 39 11 14
split_gain=534.47 91.3523 53.2772 44.6361 31.0977 27.6434 21.7483 17.8889 16.4593 14.6536 13.2714 12.9067 10.5815 8.61619 6.90213 6.33676 5.57131 8.41807 4.52219 4.43883 4.13252 4.10935 4.02715 4.61334 3.75086 3.71262 3.58514 3.55138 3.37471 3.29645
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.11474000000000002 0.14960000000000004 0.40945500000000007 1.0000000180025095e-35 -0.086849999999999997 0.088975000000000012 -0.081114999999999979 0.090540000000000023 -0.089309999999999987 -0.0070899999999999991 0.090100000000000013 -0.41942499999999994 -0.38124499999999995 -0.082869999999999985 0.40674500000000008 0.10061500000000002 0.10076500000000001 0.082485000000000017 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 19 6 10 15 12 14 18 20 13 -4 16 -1 24 -18 25 -3 -6 29 -14 -24 -8 -5 -22 -17 -16 -21
right_child=1 2 8 5 11 -7 9 -9 -10 -11 -12 -13 22 -15 28 27 17 -19 -20 21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025638850470761591 0.0024926194649121424 0.0015084828318844884 0.0011485397036663117 0.0026182093461322668 0.0026240439722277041 0.0010326999643572882 0.0028604398011616424 0.001304558882849641 0.0014152646599035967 0.0015828364916417015 0.0031704741804323955 0.0011398417414675746 0.00053045569942497919 0.00051970492688971522 0.0031126587347946925 0.0022060973024126645 0.0024909351164620133 0.0015481749908617753 0.0024161415171368695 0.001366283409919854 0.0022998374537187278 0.001554767122055596 0.00032492866937032066 -0.00042317522371155473 0.0023603688254632605 0.0021594770222123122 0.0016811759117433219 0.0014739618555317344 0.0025567317275347412 0.00090650708860058615
leaf_weight=36 76 39 48 1058 23 20 24 67 37 37 60 24 28 113 25 21 27 32 235 29 30 22 25 26 688 28 28 20 52 143
leaf_count=36 76 39 48 1058 23 20 24 67 37 37 60 24 28 113 25 21 27 32 235 29 30 22 25 26 688 28 28 20 52 143
internal_value=0 0.00120651 0.00104758 0.00244586 0.00137889 0.00248815 0.002501 0.00177439 0.000643302 0.00234883 0.00259852 0.00194074 0.000524292 0.000707184 0.00238225 0.00218321 0.0023468 0.00197961 0.00257254 0.0011257 0.00217804 0.00104875 0.000151562 -5.64576e-05 0.00237723 0.00260638 0.00200117 0.00184896 0.00273723 0.000984028
internal_weight=0 691 615 2430 338 2286 2266 144 277 885 1381 105 240 161 848 77 771 59 1321 233 81 194 79 51 712 1086 58 41 77 172
internal_count=3121 691 615 2430 338 2286 2266 144 277 885 1381 105 240 161 848 77 771 59 1321 233 81 194 79 51 712 1086 58 41 77 172
is_linear=0
shrinkage=0.00124344


Tree=1264
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 16 2 4 0 15 34 15 1 2 13 47 0 150 0 4 475 52 16 52 15
split_gain=488.475 81.2575 44.5947 38.054 23.7875 18.4291 16.4356 14.1964 12.4095 12.1295 11.7417 9.36861 8.36301 10.0787 10.0105 6.42056 6.30624 6.24719 6.0443 5.24558 4.974 5.16502 5.57748 4.83771 4.81626 4.74838 5.82347 6.30512 6.29621 4.69023
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.10045500000000002 0.085505000000000012 -0.013514999999999998 0.062655000000000016 0.077845000000000011 0.13501500000000002 -0.040964999999999994 0.13754500000000003 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -1.0000000180025095e-35 0.024640000000000006 0.083345000000000016 0.10559 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.08926000000000002 -0.085669999999999982 -0.55119499999999988 -0.066784999999999983 0.039215000000000007 0.19444000000000003 -0.12647999999999995 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 7 11 -4 12 -5 25 -7 15 13 14 -1 -3 20 -14 -8 -17 21 -2 -23 -15 -25 -6 28 -28 -27 -19
right_child=1 5 6 8 9 10 18 -9 -10 -11 -12 -13 17 23 -16 19 -18 29 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0031662092078662005 0.0018857306904627833 0.00056101045522448172 0.0029250542091076256 0.002710179636579357 0.0030038129483570841 0.0010461520367778861 0.0023111284449241808 0.0034643785694988493 0.0016218770206130892 0.0018859410937445201 0.0021151091283743199 0.00042918431645758056 0.0027491146547402516 0.0030236829548283247 0.0020816347664787253 0.00093794399632156627 0.0021718506140856772 0.0025165582493503788 0.001570126555836959 0.0016859237958065855 0.0019010354919565963 0.0013847465652114968 0.00076288795085220379 0.0034868434267679529 0.0028514946184866634 0.0026226676128972026 0.0028657184060947014 0.0020554108026363737 0.0020993850417939429 0.0016460952290998354
leaf_weight=23 27 40 73 28 52 45 59 79 67 48 34 102 108 565 53 43 24 28 32 30 35 111 36 23 1009 96 131 21 79 20
leaf_count=23 27 40 73 28 52 45 59 79 67 48 34 102 108 565 53 43 24 28 32 30 35 111 36 23 1009 96 131 21 79 20
internal_value=0 0.00148624 0.00189137 0.00279438 0.00282903 0.000939174 0.00243981 0.00289458 0.00194264 0.00253612 0.00150621 0.000730821 0.00286997 0.00289832 0.00240986 0.00100309 0.00150535 0.00256596 0.00205056 0.00124533 0.00142881 0.00133383 0.00123245 0.00292156 0.00286565 0.00261847 0.00255719 0.00275377 0.00238644 0.00215387
internal_weight=0 691 397 2430 2335 294 164 1908 95 427 79 215 1829 1673 76 113 233 156 91 73 209 174 147 1597 1032 379 327 152 175 48
internal_count=3121 691 397 2430 2335 294 164 1908 95 427 79 215 1829 1673 76 113 233 156 91 73 209 174 147 1597 1032 379 327 152 175 48
is_linear=0
shrinkage=0.00137286


Tree=1265
num_leaves=31
num_cat=0
split_feature=1 3 4 2 1 45 0 3 2 15 41 43 16 1 49 49 49 12 42 2 2 157 475 15 40 3 16 1 0 159
split_gain=22.6351 5.58869 2.57624 2.50673 2.44147 3.38476 2.25582 1.87772 1.73124 1.76271 2.49161 2.24773 1.68231 1.50156 2.24144 2.22483 2.76358 1.92936 1.40455 1.28087 3.42542 1.253 1.34234 1.39986 1.18711 1.17963 1.3609 1.28669 1.16538 1.15387
threshold=0.10124500000000002 -0.053259999999999995 -0.03898999999999999 0.10276500000000001 0.14262000000000002 0.10331000000000001 1.0000000180025095e-35 -0.13927999999999999 0.13404500000000005 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.11346000000000002 0.088770000000000016 -0.014169999999999999 -0.067649999999999988 -0.081604999999999997 0.091625000000000012 0.11159000000000001 -1.0000000180025095e-35 0.10222000000000002 -0.08107499999999998 -0.081219999999999987 -0.07490999999999999 -0.077714999999999992 -0.053259999999999995 -0.15241499999999997 0.083835000000000007 -0.066089999999999996 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 28 5 18 -6 -5 9 11 25 -1 -10 17 15 16 -15 -13 19 24 -21 -19 -23 -24 -3 26 -11 -27 -4 -16
right_child=1 4 3 7 6 -7 -8 -9 12 10 -12 13 -14 14 29 -17 -18 21 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0010698302918428096 0.0030272129713252113 0.0015199977633376935 0.0029219366578722926 0.0017769603738702277 0.0011460478307779454 0.0035592882102322707 -0.00063382736946588844 3.8991864318150925e-05 0.00092624003219256572 0.0017094287859020754 0.0041213110653048231 0.0028914282440011805 0.0027929427590826146 0.001233909369957283 0.0024220409343319671 0.00046860535137041278 0.0035799710578098315 0.001430800713048056 0.00022156640039745231 0.0032747024426971597 0.0015208656102168065 0.0036756360613032319 0.0027985748395453315 0.0020365228630923899 0.00031271276209270268 0.0045220328131105776 0.0028538315496753923 0.0027600159732237223 0.0019304456001496193 0.0035014541354728055
leaf_weight=23 87 50 62 55 72 21 24 22 26 27 41 674 23 30 115 28 22 30 21 32 234 23 118 126 35 22 968 20 58 32
leaf_count=23 87 50 62 55 72 21 24 22 26 27 41 674 23 30 115 28 22 30 21 32 234 23 118 126 35 22 968 20 58 32
internal_value=0 0.00174567 0.00230663 0.00198841 0.00141988 0.00159546 0.000701079 0.0012804 0.00273758 0.00275752 0.00290568 0.0026267 0.00180245 0.00265659 0.00228845 0.00161122 0.00222647 0.00274266 0.0014846 0.00156016 0.00173185 0.00240504 0.00251451 0.00240506 0.00102288 0.00285762 0.00282278 0.00368298 0.00244272 0.00265702
internal_weight=0 773 284 197 489 393 96 77 2348 2299 1078 1221 49 1198 227 80 52 971 372 351 266 297 267 244 85 1037 995 42 120 147
internal_count=3121 773 284 197 489 393 96 77 2348 2299 1078 1221 49 1198 227 80 52 971 372 351 266 297 267 244 85 1037 995 42 120 147
is_linear=0
shrinkage=0.00502775


Tree=1266
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 0 4 2 0 14 52 49 4 2 0 12 0 4 12 132 1 47 2 1 31
split_gain=394.423 50.7695 44.4614 26.0213 24.7967 20.331 15.4656 14.6443 14.0148 13.5656 10.8577 10.1113 9.02473 8.49683 7.70762 6.38403 5.86781 5.74218 5.54047 5.33388 6.82412 5.32662 5.26625 6.32499 5.07526 6.72509 4.74084 4.5892 3.94237 3.85668
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 -0.067094999999999988 0.033845000000000007 0.092235000000000025 -0.23194499999999998 0.076175000000000007 1.0000000180025095e-35 -0.012034999999999999 -0.04890499999999999 0.11389000000000002 -0.097024999999999986 0.13597000000000004 -0.13027499999999997 -0.059649999999999988 -1.0000000180025095e-35 0.088890000000000011 0.15799000000000005 0.090280000000000013 0.10402500000000002 0.12958500000000003 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 7 14 29 28 -6 12 19 -11 -1 21 27 -2 -10 22 -8 -21 -4 -15 -24 25 -7 -18 -14 -9 -3
right_child=1 5 6 -5 9 24 11 8 17 10 -12 -13 15 18 -16 -17 26 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036866956334343105 0.0018511203431927328 0.0011991566570895419 0.0023743026342873995 0.0014369209067357142 0.002929549858037752 0.00065924175219773257 0.0034379935873204057 0.0028125089651254691 0.0021582598680268414 0.0025062344077426664 0.0010658562317295141 0.0024698060729825403 0.002047328292096872 0.0030938940002216623 0.0036725447096779803 0.0025324270719992909 0.003206392998415456 0.0012949525355386478 0.0019568983410144635 0.0028751366162237616 0.0020698618321900166 0.0030560023958033648 0.0028094475205983379 0.0019097503686430807 0.0011994468327054407 -0.00036714507656109881 0.0024935469445204754 0.0012836300699145293 0.0018826770006217844 0.00056911985553626703
leaf_weight=22 20 41 27 74 35 55 37 22 20 63 30 171 29 70 46 20 34 154 21 735 25 1068 58 26 23 20 58 48 20 49
leaf_count=22 20 41 27 74 35 55 37 22 20 63 30 171 29 70 46 20 34 154 21 735 25 1068 58 26 23 20 58 48 20 49
internal_value=0 0.0014791 0.00285531 0.0021344 0.00240619 0.0011774 0.00294517 0.00136983 0.00158387 0.00206239 0.00190265 0.00280425 0.00205955 0.00279886 0.00306473 0.00176944 0.00259523 0.00139418 0.00268725 0.00287601 0.00284865 0.00303919 0.00278684 0.00253097 0.000576558 0.000385539 0.00275699 0.00157126 0.00236973 0.000856137
internal_weight=0 590 2531 186 422 404 2109 306 216 225 190 968 160 197 1141 97 112 174 175 797 760 1095 154 84 98 75 92 77 42 90
internal_count=3121 590 2531 186 422 404 2109 306 216 225 190 968 160 197 1141 97 112 174 175 797 760 1095 154 84 98 75 92 77 42 90
is_linear=0
shrinkage=0.00151575


Tree=1267
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 4 2 2 4 15 14 4 1 1 1 43 43 151 2 47 47 13 13 15 0 52 4 16
split_gain=419.197 69.8837 41.5091 38.168 23.9919 21.2755 12.6438 11.8859 15.2241 11.7387 10.8955 7.89762 7.72578 6.1036 10.3994 6.05852 5.47955 5.07772 4.9437 4.36996 4.08696 3.84143 3.82354 3.79588 3.74666 3.63278 6.5465 4.21367 3.93739 4.58485
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.09253500000000002 0.40945500000000007 0.14285500000000004 0.14285500000000004 0.40473500000000007 -0.41396999999999995 0.062655000000000016 -0.013514999999999998 0.093100000000000002 0.14326500000000003 0.091450000000000017 0.066275000000000014 0.12266000000000001 -0.088784999999999989 -0.0091949999999999983 0.080455000000000013 0.08265500000000002 -1.0000000180025095e-35 -0.077799999999999994 -0.15914499999999995 -0.13455999999999999 0.40674500000000008 -0.39518999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 12 -5 8 -4 13 -6 23 16 17 22 -13 25 -7 -19 -3 -18 -21 24 -9 -15 -1 -27 28 -28 -30
right_child=1 2 7 6 10 9 -8 11 -10 -11 -12 15 -14 14 -16 -17 20 18 -20 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0038243273664821408 0.0032378632690351606 0.0022922715950746846 0.0021750735680590712 0.0030170023349943577 0.0029854805818895088 0.003281367196217307 0.0019300159700636544 0.0011713905937682598 0.0011178831232117516 0.0023086879028047695 0.0019985893020224845 0.0011456629323620667 0.0038598945327955251 0.0031922002385538087 0.0021862769291791577 0.00010894321915404425 0.0025066260475089396 0.0023735000239724457 0.0031440472213159847 0.0016962934388826084 0.0031850943354128649 0.0023074129250927299 0.0035752034044799173 0.0017543605223230387 0.002891716128699554 0.0027490934268626301 0.0039200859421404033 0.0028302336292745024 0.0034058617647579436 0.0030534069875730241
leaf_weight=35 76 40 66 34 74 407 61 86 48 39 33 23 59 138 31 23 20 26 49 167 192 24 26 31 219 35 28 28 921 82
leaf_count=35 76 40 66 34 74 407 61 86 48 39 33 23 59 138 31 23 20 26 49 167 192 24 26 31 219 35 28 28 921 82
internal_value=0 0.00194573 0.00178605 0.00320652 0.00212198 0.00324262 0.00231904 0.00137615 0.00172994 0.00307579 0.00268111 0.00112872 0.00335404 0.00310918 0.00298198 0.000627303 0.00333179 0.00321844 0.00287692 0.00186299 0.00312109 0.00177308 0.00304638 0.00132585 0.00300787 0.00337135 0.00335686 0.00337695 0.00339179 0.00337705
internal_weight=0 691 615 2430 338 2335 95 277 114 935 107 163 1400 896 414 46 1341 482 75 231 212 191 383 117 357 1129 1094 1059 1031 1003
internal_count=3121 691 615 2430 338 2335 95 277 114 935 107 163 1400 896 414 46 1341 482 75 231 212 191 383 117 357 1129 1094 1059 1031 1003
is_linear=0
shrinkage=0.00142833


Tree=1268
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 3 3 2 52 52 2 34 1 1 457 14 151 1 11 52 13 2 4 12 47 3 0
split_gain=405.244 68.863 43.6894 36.9434 21.63 19.647 13.0802 13.0201 11.7303 12.7232 11.1998 8.00998 7.56241 7.32992 8.07489 7.08269 6.90031 10.3773 5.24807 4.7422 4.66743 4.41527 4.40956 4.39076 4.3588 4.30324 4.63558 4.02822 3.88206 3.43263
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.089885000000000007 0.077845000000000011 0.31370500000000007 0.12745000000000004 0.11474000000000002 -0.56176499999999996 0.048770000000000008 0.13501500000000002 -1.0000000180025095e-35 0.091450000000000017 0.089770000000000016 0.032140000000000009 0.062655000000000016 -0.088784999999999989 1.0000000180025095e-35 1.0000000180025095e-35 -0.046924999999999988 -0.47860499999999995 -0.0091949999999999983 -0.0070899999999999991 0.10124000000000001 1.0000000180025095e-35 -0.026224999999999995 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 15 -5 9 13 25 -8 23 14 -4 18 20 22 -1 -3 29 -22 -18 -10 -17 -6 -27 -21 -15 -13
right_child=1 2 8 7 10 -7 11 -9 12 -11 -12 16 -14 28 -16 24 17 -19 -20 27 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.002908761323427616 0.0027969434982046478 0.0019533285164975286 0.00081609479424747341 0.0027044072872104892 0.0030032838695745159 0.0019376583799912634 0.0032465229417868594 0.0016115113829538472 0.00067690058681143422 0.0018951085205482538 0.0014953390627157814 0.0026923481560395257 0.0011586704096745728 0.0009536793821519464 0.0016520980380807211 0.0020641810516566772 0.0029211933539703464 0.0014361350629247818 0.0033205378351916478 0.001364364119533694 0.002716806222116167 0.0035035295410752038 0.0021973445518162766 -8.122203658237972e-05 0.0027244369222665129 0.0026703950904078443 0.0019075612600618263 0.0019254072969409242 0.0002564799175326094 0.0023722416724897511
leaf_weight=1129 76 40 36 28 23 48 43 67 31 41 26 644 32 39 50 20 30 20 59 164 28 24 31 25 192 31 27 27 23 67
leaf_count=1129 76 40 36 28 23 48 43 67 31 41 26 644 32 39 50 20 30 20 59 164 28 24 31 25 192 31 27 27 23 67
internal_value=0 0.00158826 0.0014389 0.00275639 0.00176366 0.00278986 0.00280775 0.00193363 0.00104262 0.00123162 0.00226393 0.00267987 0.000636714 0.00104782 0.00130214 0.00288877 0.002651 0.00227748 0.00292921 0.00153193 0.00269065 0.00307991 0.00255334 0.000338453 0.00266215 0.00251064 0.00231528 0.00144367 0.000695041 0.00266218
internal_weight=0 691 615 2430 338 2335 2287 95 277 189 107 887 88 148 86 1400 844 81 1188 231 763 52 61 56 212 81 58 191 62 711
internal_count=3121 691 615 2430 338 2335 2287 95 277 189 107 887 88 148 86 1400 844 81 1188 231 763 52 61 56 212 81 58 191 62 711
is_linear=0
shrinkage=0.00134594


Tree=1269
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 0 49 1 1 4 4 1 1 2 34 12 3 2 151 12 0 4 0 47
split_gain=503.227 81.0489 52.4765 44.7923 27.2123 22.655 16.3766 14.0779 13.9612 12.6305 11.6472 9.46065 13.9772 9.02658 7.9329 7.18177 6.26705 9.84034 6.27727 5.23353 9.332 6.01311 5.02677 4.50328 4.3514 4.25379 4.11886 6.12446 8.92785 3.75522
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14122000000000004 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.16540500000000002 0.083135000000000014 0.0061450000000000003 -0.013125 0.093100000000000002 0.075045000000000014 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.097174999999999984 0.087995000000000004 -0.088784999999999989 0.090285000000000018 -0.079119999999999982 -0.49013999999999996 -0.060129999999999996 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 13 -5 16 -6 12 14 19 -1 26 18 25 22 20 -4 -22 -7 -16 -3 -18 -13 -28 -29 -26
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 15 -14 -15 23 -17 17 -19 -20 -21 21 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=0.0034525272467243826 0.0034913122684725149 0.0024163300775877504 0.00099549953480771065 0.0033617301542771521 0.0032045629696429794 0.0028215299577152458 0.0043108573137991069 0.0022383741181464683 0.0021122354788478026 0.002474334961817468 0.0021429728042133972 0.0036785563721384155 0.0040576016206148799 0.00034642173854947041 0.0029336496652973411 0.0032112895171308295 0.0035769059248960287 0.0023462724358716994 0.0038057283675146515 0.0010880077935745735 0.0015826682545895267 0.0024766361535940762 0.0034418879319350684 0.0021120859906436466 0.0017983238366702473 0.003134844308969968 0.0039883835066976091 0.003497206788396197 0.002627918015909132 0.0024269577341253451
leaf_weight=37 76 40 43 28 74 35 70 37 67 41 33 1116 31 22 34 94 68 29 90 97 54 24 164 26 167 164 47 260 29 24
leaf_count=37 76 40 43 28 74 35 70 37 67 41 33 1116 31 22 34 94 68 29 90 97 54 24 164 26 167 164 47 260 29 24
internal_value=0 0.00204357 0.00186466 0.00348076 0.00225762 0.00352145 0.00360666 0.00138515 0.00248051 0.00327 0.00287716 0.00357721 0.00318896 0.00125362 0.00291136 0.00360936 0.00332932 0.0031624 0.00348006 0.00134517 0.00155132 0.00185774 0.00333278 0.00257764 0.00197065 0.00326441 0.00363513 0.00349089 0.00340998 0.00187731
internal_weight=0 691 615 2430 338 2335 1744 277 95 591 107 1674 128 240 97 1546 550 261 289 218 121 78 199 60 231 232 1452 336 289 191
internal_count=3121 691 615 2430 338 2335 1744 277 95 591 107 1674 128 240 97 1546 550 261 289 218 121 78 199 60 231 232 1452 336 289 191
is_linear=0
shrinkage=0.00148603


Tree=1270
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 150 4 132 124 133 13 2 52 10 1 133 3 12 159 1 1212 156 14 4 4 16 133 1 1 1
split_gain=28.8295 6.84804 3.94253 2.82027 2.07922 2.06229 2.41057 2.02237 1.77193 1.66135 2.20819 1.548 1.45781 2.39083 1.55064 1.43638 1.45663 1.46482 1.43523 2.41998 1.60657 1.6259 1.32867 1.47395 1.39831 1.38106 1.72259 1.65674 1.30911 1.28091
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.085885000000000017 0.089005000000000015 0.083250000000000005 -0.010384999999999998 0.090440000000000006 -0.083769999999999983 0.017095000000000003 -0.16152999999999998 0.12992500000000004 0.056145000000000007 -0.062879999999999978 0.14699000000000004 0.089405000000000012 -0.085709999999999995 0.085785000000000014 0.082105000000000025 0.084165000000000004 0.088495000000000018 0.11386000000000002 -0.22253999999999999 -0.17966999999999997 0.50996500000000011 -1.0000000180025095e-35 0.089200000000000015 0.10389500000000002 0.11374000000000002 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 8 6 -5 22 -1 10 -6 18 13 -4 -14 16 -11 -18 20 -20 21 -12 24 -24 -3 26 27 -25 29 -29
right_child=1 2 12 5 9 -7 -8 -9 -10 15 11 -13 14 -15 -16 -17 17 -19 19 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0014781402049721432 0.0027630754973165354 0.0029697944215900662 -0.00061015331456601072 0.003535800067256973 0.00097463252660051852 0.0010505979994411946 0.0021038829070362014 0.00015281719021482143 0.0028172134577458879 0.0038815174687869001 0.0021643845241615372 0.0012593131743409442 0.0024016728211322608 0.00097390111595853346 0.00074377008411378033 0.0025699834480309822 0.0018731242531211908 0.0031445277071853162 0.0025264792245777113 0.004056529413800059 0.0031713045365790401 0.0033453963451953641 0.0025248648092455941 0.00048980696744974463 0.0014585925670106208 0.00054325545645201874 0.00065311592714096124 0.0017714315941007182 0.0013688171753232993 0.0028428762598456613
leaf_weight=20 102 26 24 31 22 25 96 21 1297 36 329 22 23 91 22 352 24 73 78 28 42 25 24 21 23 35 40 61 73 35
leaf_count=20 102 26 24 31 22 25 96 21 1297 36 329 22 23 91 22 352 24 73 78 28 42 25 24 21 23 35 40 61 73 35
internal_value=0 0.0016853 0.00152147 0.00171296 0.00267933 0.00222268 0.00245341 0.00149714 0.00279688 0.00252918 0.00236027 0.00241845 0.000909892 0.000643316 0.00159114 0.00271933 0.00311459 0.00282995 0.00246924 0.00293064 0.00234574 0.00224779 0.00158067 0.00146541 0.00226045 0.00136946 0.00149518 0.00167246 0.00181942 0.00216206
internal_weight=0 773 671 511 2348 152 127 359 1317 1031 546 524 160 115 45 485 133 97 502 106 396 354 338 289 49 265 230 190 169 96
internal_count=3121 773 671 511 2348 152 127 359 1317 1031 546 524 160 115 45 485 133 97 502 106 396 354 338 289 49 265 230 190 169 96
is_linear=0
shrinkage=0.0044645


Tree=1271
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 10 2 4 11 1 2 0 43 52 123 2 2 15 133 15 16 4 1 16 474 42 42 12 483 43
split_gain=23.4084 5.12223 2.65906 2.55888 2.17461 2.07057 2.07034 1.75544 1.63884 1.6234 3.51987 1.40588 4.53921 1.3423 1.32476 1.21282 1.16141 1.9512 1.41957 1.28127 1.118 1.33469 1.70215 1.63277 1.46719 1.69241 1.70264 1.31216 2.05088 1.47916
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 -0.062879999999999978 0.092365000000000017 0.41257000000000005 1.0000000180025095e-35 0.080270000000000022 0.089885000000000007 -0.067094999999999988 -0.081454999999999986 0.088785000000000017 0.084025000000000016 0.14285500000000004 0.13712500000000002 0.013270000000000002 0.089200000000000015 -0.018314999999999994 -0.45661999999999997 -0.013125 0.093100000000000002 -0.080509999999999984 0.10008000000000002 -0.079539999999999986 -0.035074999999999988 0.090285000000000018 0.11579500000000002 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 16 6 -4 8 -2 9 -1 11 -11 -13 -10 15 20 17 18 19 -3 -8 23 27 -22 25 -25 -27 -23 29 -29
right_child=1 2 5 -5 -6 -7 14 -9 13 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0024811327992862388 0.0021497395428476183 0.0015046327328924196 -0.0006584135536489734 0.0028230140035677828 0.00096499375141887247 0.00086169766429576209 0.0028142289394345972 0.0013216973602177249 0.00341539377039657 0.0023321114628738551 0.00042170912875875505 -1.5889743255952708e-05 0.0025901114098620822 0.0021037187920270321 0.0013782635587639277 0.0014435606266636938 0.00075446634048040361 0.0023325861599265561 0.00047315116835395848 0.00053453552042728454 0.0031923169769442292 0.0025679373281301864 0.000824241692084291 0.002926239703662637 0.003265955241432715 0.0011938072597465971 0.0021737027850197853 0.001339958334125713 0.0031531428520985977 0.0021711006922799959
leaf_weight=998 179 185 21 20 22 77 54 64 51 461 20 20 32 20 40 39 71 34 38 29 37 65 23 46 24 38 232 92 20 69
leaf_count=998 179 185 21 20 22 77 54 64 51 461 20 20 32 20 40 39 71 34 38 29 37 65 23 46 24 38 232 92 20 69
internal_value=0 0.00142492 0.00116568 0.00132937 0.00230793 0.00053596 0.00232034 0.00193165 0.00240857 0.00237902 0.00218781 0.00225667 0.0015878 0.00304591 0.00213888 0.00218005 0.0012457 0.00136764 0.00123745 0.00137317 0.00222108 0.0021715 0.00194059 0.00233626 0.0022431 0.00216541 0.00203579 0.00204496 0.00185715 0.00169616
internal_weight=0 718 475 377 2403 98 2381 243 1602 1531 533 513 52 71 779 739 357 286 252 214 700 646 269 377 340 316 270 246 181 161
internal_count=3121 718 475 377 2403 98 2381 243 1602 1531 533 513 52 71 779 739 357 286 252 214 700 646 269 377 340 316 270 246 181 161
is_linear=0
shrinkage=0.00429114


Tree=1272
num_leaves=31
num_cat=0
split_feature=1 52 1 12 15 3 3 1 123 43 132 3 34 4 4 13 52 3 12 43 43 2 0 47 1 475 133 150 16 160
split_gain=19.0828 3.46631 2.75526 2.48589 2.57525 2.58252 2.45969 1.83437 1.82416 2.04158 1.67363 1.78025 2.10442 1.67653 2.34901 1.80037 1.67631 1.58076 1.48944 1.71211 1.59832 1.40194 1.38439 1.36854 1.27686 1.24346 1.62018 1.60125 1.0843 1.81377
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.088975000000000012 0.12067000000000001 0.070450000000000013 0.092880000000000004 0.31534000000000006 -0.010024999999999997 -0.010655 0.056795000000000005 0.10820000000000002 -0.012164999999999999 0.10542000000000001 0.086700000000000013 0.08845500000000002 0.016310000000000002 0.113445 -0.019414999999999998 0.077555000000000013 0.13146500000000003 -0.085684999999999997 0.087495000000000003 0.10389500000000002 -0.034884999999999992 -0.046074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 4 5 6 -1 23 9 10 11 12 -3 16 -15 21 -14 -9 19 20 25 -16 -4 28 -11 26 -5 -27 -8 -30
right_child=1 2 22 18 -6 -7 7 17 -10 24 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00078967395309983805 0.0025841858650474674 0.00062061187198849332 0.00083574771923618642 0.0038528164842233721 0.0030996536530293289 0.00038917497578387476 0.0017472495949093884 0.0016113328145146754 -9.4589390204211524e-05 0.0032003429237873991 -4.0378251232087494e-05 0.00035209957584355836 0.0017152317421413323 0.00041436982207480384 0.0026180942017797332 0.00051632116012168916 0.0034715477425031512 0.0029019032396085617 0.0023412663169331818 0.003978758676113546 0.0015406901777390595 0.0016037840607575423 -0.00067642325584479327 0.003638876949282032 0.0015139816131815381 0.0026215343623845759 0.0021759761663547694 0.0013168245957339757 0.001726179166315745 0.0032592575486144683
leaf_weight=37 50 54 38 42 48 26 48 158 20 24 21 36 31 40 50 25 23 27 1498 22 34 98 24 23 20 479 21 24 30 50
leaf_count=37 50 54 38 42 48 26 48 158 20 24 21 36 31 40 50 25 23 27 1498 22 34 98 24 23 20 479 21 24 30 50
internal_value=0 0.00134629 0.00122349 0.00235502 0.00202097 0.0018912 0.0019959 0.00212873 0.00135998 0.00142892 0.00131195 0.0013915 0.00150807 0.00168755 0.00149088 0.00173979 0.00246329 0.00179969 0.00242546 0.00262821 0.00257869 0.00194646 0.000250391 0.00253186 0.00243382 0.00264105 0.00329387 0.00255928 0.00233294 0.00268435
internal_weight=0 554 504 2567 447 399 373 336 442 422 378 357 321 267 213 173 54 185 2120 622 600 148 62 151 44 566 63 503 128 80
internal_count=3121 554 504 2567 447 399 373 336 442 422 378 357 321 267 213 173 54 185 2120 622 600 148 62 151 44 566 63 503 128 80
is_linear=0
shrinkage=0.00492917


Tree=1273
num_leaves=31
num_cat=0
split_feature=1 52 3 132 1 51 4 2 129 13 11 1 1 15 15 159 157 48 43 14 157 51 0 2 151 3 13 1455 1456 1
split_gain=15.4646 3.62438 2.39044 2.06995 1.75912 1.65339 1.64989 1.55823 1.67696 1.42257 1.42111 1.73932 2.40837 1.5113 1.47166 1.35043 1.54086 1.49975 1.61746 1.2944 1.245 1.23217 1.21816 1.42663 1.28407 1.35943 1.24563 1.09278 1.3804 1.17232
threshold=0.10337500000000001 -0.52606999999999993 0.31370500000000007 0.10365500000000001 0.14754500000000001 -0.42247999999999991 0.40124500000000002 0.089005000000000015 -1.0000000180025095e-35 -0.097224999999999992 1.0000000180025095e-35 0.08864000000000001 0.091345000000000023 -0.083359999999999976 0.040760000000000005 -0.40873999999999994 -0.081749999999999975 -0.086869999999999989 -0.24021999999999996 -0.47071999999999997 -1.0000000180025095e-35 0.11144500000000002 -0.10096999999999999 1.0000000180025095e-35 -0.086769999999999986 -0.012939999999999998 -0.039649999999999998 -0.22060499999999997 -0.14739999999999998 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 -4 -3 7 9 -9 -1 11 -10 -13 -14 20 -7 -17 -18 -19 -20 -12 27 23 -21 -24 -26 -27 -11 -29 -30
right_child=1 2 3 -5 -6 15 -8 8 10 21 14 12 13 -15 -16 16 17 18 19 22 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=0.0023394763483555385 0.0019188935197711732 0.0019454900968927053 0.00043290701697883637 0.0012932734930779549 -0.00091644144142557756 0.0018075791836203116 0.00063423327386271104 0.00050436932569162196 0.0016285390557811571 0.0026850989198410327 0.0024925446469910603 -0.00012574376428154364 0.00082961043322647037 0.001948164110893428 0.0029781060576187226 -2.3984623157783434e-05 0.002047738118218758 0.0019414043126269528 0.0017620353730410472 0.0020567599440237268 0.0012499420025854993 0.0010822997273919109 0.0016165299632620736 0.00096990755485025829 0.00084005626711129082 0.00055551155443990606 -0.00041252018461197381 0.00091621729439391863 0.0018512794734414791 0.0015458185546471423
leaf_weight=68 65 30 54 29 20 30 22 21 865 20 21 20 36 37 22 23 20 24 25 21 29 39 20 139 130 57 31 28 937 238
leaf_count=68 65 30 54 29 20 30 22 21 865 20 21 20 36 37 22 23 20 24 25 21 29 39 20 139 130 57 31 28 937 238
internal_value=0 0.00104365 0.000956533 0.000413137 6.82182e-05 0.0010583 0.00169371 0.0017035 0.00159165 0.00179188 0.00161382 0.00157424 0.00106917 0.00139655 0.00214042 0.00100711 0.000958104 0.00100647 0.000959883 0.000904194 0.00177184 0.00176238 0.000850309 0.00111256 0.000674008 0.000587538 0.0002145 0.00178406 0.00176908 0.00178941
internal_weight=0 718 653 103 74 550 2403 2381 1051 1330 1030 958 93 73 72 520 490 467 447 423 50 1262 398 160 238 218 88 1223 1203 1175
internal_count=3121 718 653 103 74 550 2403 2381 1051 1330 1030 958 93 73 72 520 490 467 447 423 50 1262 398 160 238 218 88 1223 1203 1175
is_linear=0
shrinkage=0.00388662


Tree=1274
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 47 0 4 15 0 2 4 4 4 12 16 15 10 50 16 47 3 457 0 50 4
split_gain=475.561 79.8962 48.2327 38.3801 25.7805 23.4503 17.9269 15.2207 14.6 13.1755 12.4758 10.7823 10.6373 9.25336 8.9955 8.84546 6.97448 6.00612 6.77364 5.41225 5.36342 6.11253 4.52508 4.33309 4.01635 4.28522 4.92936 6.13247 3.88534 3.7649
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.09253500000000002 0.033845000000000007 0.13082500000000002 -0.11173999999999999 0.27834500000000006 -0.098289999999999975 -0.079119999999999982 0.14753000000000002 0.27834500000000006 0.27834500000000006 -0.49013999999999996 0.08401500000000002 -0.10850999999999998 -0.41942499999999994 -0.38124499999999995 0.083640000000000006 -0.039889999999999988 0.090100000000000013 0.0022600000000000003 0.094310000000000019 -0.14226499999999997 0.10917 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 8 -5 10 14 12 29 -1 28 15 -4 19 22 -19 -10 -16 -22 -15 -14 25 -3 27 -27 -12 -6
right_child=1 2 9 7 11 -7 -8 -9 16 -11 13 -13 23 17 20 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.002918394253142879 0.0025979139896042656 0.0010305080774465785 0.0013926173955039888 0.002450394732570864 0.0027629681461129496 0.0017007441990759102 0.0032009778348885878 0.0013702024882247224 0.0025433366976217514 0.0015102974260688977 0.0027493163380066079 0.001455845898448985 0.0015902047569771444 0.0026744540993387531 0.00076990658741521575 0.00068473186447124627 0.0016213314182919026 0.0019276771171995088 0.0025094568833197144 0.0021733246188517549 0.00057622893666433022 -0.00028990985998978661 0.0033344619832637091 0.0022873927410320396 0.0017021202544069368 0.0020906174243074255 0.00094533839144648741 0.0012835694892556647 0.0025162276117615119 0.0021285034097754028
leaf_weight=22 76 106 40 34 23 48 84 61 149 37 1055 35 37 101 32 113 22 36 481 119 25 30 21 25 32 26 27 40 135 49
leaf_count=22 76 106 40 34 23 48 84 61 149 37 1055 35 37 101 32 113 22 36 481 119 25 30 21 25 32 26 27 40 135 49
internal_value=0 0.00134656 0.00119192 0.00256284 0.00151989 0.00259563 0.00261442 0.0017568 0.00259205 0.000791718 0.00263306 0.00204486 0.00214556 0.00265544 0.000680937 0.0008698 0.00232156 0.00252987 0.00246895 0.00237904 0.000348798 0.00010379 0.00278806 0.00187133 0.00127673 0.00120833 0.001411 0.0016015 0.00272287 0.00233118
internal_weight=0 691 615 2430 338 2335 2287 95 2203 277 1913 107 84 1829 240 153 290 639 517 268 87 55 122 62 231 199 93 66 1190 72
internal_count=3121 691 615 2430 338 2335 2287 95 2203 277 1913 107 84 1829 240 153 290 639 517 268 87 55 122 62 231 199 93 66 1190 72
is_linear=0
shrinkage=0.00129368


Tree=1275
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 34 0 15 15 0 4 4 47 131 2 12 4 1 1 151 31 13 51
split_gain=391.383 66.186 42.1346 31.3912 22.1591 20.7834 13.2286 10.215 9.95208 9.37763 8.82853 7.89421 10.8663 6.84649 11.7069 8.47231 7.64794 6.31031 6.27267 5.26263 5.2238 6.25407 5.06384 4.93892 4.55583 4.45987 4.13584 4.05909 3.93303 3.5405
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14530500000000005 0.11474000000000002 0.14285500000000004 -1.0000000180025095e-35 -0.10474999999999998 -0.10469999999999999 0.083195000000000005 -0.14226499999999997 0.0061450000000000003 0.27834500000000006 0.090100000000000013 0.082750000000000004 0.31358000000000003 0.087695000000000009 -0.51843499999999987 0.086105000000000015 0.089875000000000024 -0.088784999999999989 -0.077289999999999984 -1.0000000180025095e-35 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 13 -5 -7 -6 12 27 14 -1 16 24 22 -14 26 21 -13 23 -15 -16 -25 -3 -4 -20 -24
right_child=1 2 6 8 10 9 -8 -9 -10 -11 -12 20 18 17 15 -17 -18 -19 28 -21 -22 -23 29 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030224164387233701 0.002749275606482764 0.0018905963884433261 0.00098536209854185723 0.0025373868006769479 0.0024622137622316454 0.0025399498781347022 0.0017778445086504221 0.0032889921102613674 0.0016286440735664696 0.0018051005835638867 0.0015607807705507325 0.00068684850445918471 0.0018601558023693752 0.0035569182021864851 0.0028295717054779646 0.0030211449595417194 0.0014065305140778678 0.0024894767669169813 0.00089715137793089936 0.0020088773321655417 0.0012363938607238161 -0.00018407596610713634 0.0027829203335558873 0.0029137235723839115 0.0020242996209042683 0.0022980640479144188 0.0013406612688337028 0.00017669112346337617 0.0016077699329200739 0.0024263425180936532
leaf_weight=53 76 29 22 34 81 421 37 76 61 34 26 59 32 21 20 20 24 104 43 32 20 20 766 685 35 22 170 23 21 54
leaf_count=53 76 29 22 34 81 421 37 76 61 34 26 59 32 21 20 20 24 104 43 32 20 20 766 685 35 22 170 23 21 54
internal_value=0 0.00156432 0.00141789 0.0027123 0.00173681 0.00274315 0.00102873 0.00280562 0.00195388 0.00248504 0.00224317 0.000913241 0.00111778 0.00278526 0.00251191 0.0022386 0.00204049 0.00281041 0.0013736 0.00150227 0.000621923 0.000466361 0.00283197 0.00291367 0.00231713 0.00289457 0.0014208 0.000572041 0.00113032 0.00275944
internal_weight=0 691 615 2430 338 2335 277 1880 95 455 107 240 141 1804 152 99 79 1652 96 231 99 79 1548 728 55 707 199 45 64 820
internal_count=3121 691 615 2430 338 2335 277 1880 95 455 107 240 141 1804 152 99 79 1652 96 231 99 79 1548 728 55 707 199 45 64 820
is_linear=0
shrinkage=0.00134594


Tree=1276
num_leaves=31
num_cat=0
split_feature=1 4 155 150 0 124 42 2 2 16 3 12 43 13 0 4 47 12 11 4 0 45 3 42 12 402 48 4 3 158
split_gain=17.0241 3.84287 2.54113 2.0876 2.69383 1.8098 1.82928 1.66727 1.66705 1.42396 1.39019 1.44509 1.48281 1.76566 1.25422 1.19689 1.5914 1.21077 1.1367 1.2202 2.25059 1.29387 1.51395 1.27797 1.36655 1.84837 1.22868 2.00361 1.61054 1.19357
threshold=0.10337500000000001 0.26790000000000008 0.10158500000000002 0.092390000000000014 -0.026509999999999995 -0.076779999999999987 -0.0060199999999999993 0.13404500000000005 0.25063000000000007 0.13751500000000003 -0.13309499999999996 1.0000000180025095e-35 -0.072864999999999985 -0.061684999999999997 0.041630000000000007 -0.064804999999999988 0.084210000000000021 0.089410000000000003 0.095720000000000013 -0.082249999999999976 -0.046359999999999991 0.081955000000000014 0.092670000000000016 0.11457500000000002 0.093965000000000007 -0.048204999999999991 0.092475000000000016 -0.50940999999999981 -0.10519499999999998 0.085900000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 6 -1 18 10 -9 -3 12 13 -12 -6 -2 17 -17 19 26 21 22 23 29 -25 -26 27 28 -7 -21
right_child=1 8 -4 -5 14 7 -8 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0021398785094100671 0.0025593375027145042 0.0015071552610852648 0.0023446246104338268 0.00060697484320481167 -0.00032347851023433068 0.0040883331259918406 0.00088506644050080152 0.00051871675818437207 -0.00028214318590387438 0.0020488407437084552 0.00095169455150795855 -0.00037020984151392672 0.001132395446511599 -0.00054983497274328872 0.0012051988650172176 0.00082717145755064963 0.0019703009294110407 0.0018880299418490201 0.00097850733538683721 0.0020069768903489753 0.00062727505275802598 0.0030558825405850873 0.0011317896698415978 0.0022967235745823089 0.0016637345462467894 0.00017855715340949499 0.0012504730307370039 0.0021777612873772564 0.0024827785665787355 0.0024481198371723886
leaf_weight=39 29 67 61 61 20 20 57 27 24 22 37 20 147 27 23 65 105 32 20 1294 24 23 40 36 61 23 25 524 33 135
leaf_count=39 29 67 61 61 20 20 57 27 24 22 37 20 147 27 23 65 105 32 20 1294 24 23 40 36 61 23 25 524 33 135
internal_value=0 0.001212 0.00150652 0.00135391 0.0015202 0.00199545 0.00139483 0.00202045 0.000849792 0.00120571 0.000940955 0.000776732 0.000885447 0.000318237 0.000494186 0.00171119 0.00158943 0.00117715 0.00203813 0.0020476 0.00198436 0.00200456 0.00198935 0.00201149 0.00156897 0.00125708 0.00221945 0.00226143 0.00308865 0.00204865
internal_weight=0 718 396 335 274 2403 96 2307 322 49 298 231 211 64 43 231 202 97 2258 2238 1636 1612 1589 1549 120 84 602 577 53 1429
internal_count=3121 718 396 335 274 2403 96 2307 322 49 298 231 211 64 43 231 202 97 2258 2238 1636 1612 1589 1549 120 84 602 577 53 1429
is_linear=0
shrinkage=0.0044645


Tree=1277
num_leaves=31
num_cat=0
split_feature=1 4 148 376 3 48 11 15 393 11 0 14 3 15 12 1210 3 2 48 1 0 0 12 48 40 15 16 159 1375 2
split_gain=13.7895 3.13714 2.11845 1.81568 1.57266 1.91772 1.69857 1.55303 2.44679 2.03512 2.17896 1.51363 1.84365 4.5621 1.83198 1.5759 1.88559 1.49171 1.58012 1.41379 1.70045 1.6023 1.51092 1.35248 1.26618 1.19922 1.11703 1.25771 1.03429 1.0854
threshold=0.10337500000000001 0.27287000000000006 -0.066239999999999979 0.11159000000000001 0.149315 0.10990500000000002 0.091795000000000015 0.040760000000000005 0.086030000000000009 0.077290000000000011 -0.15202999999999997 0.08104500000000002 -0.15327499999999997 -1.0000000180025095e-35 0.086095000000000019 -0.0084249999999999985 -0.079594999999999985 0.10855000000000002 0.084855000000000014 0.13075500000000004 0.024095000000000002 -0.036484999999999997 -0.12529499999999996 0.08955500000000001 -0.078554999999999986 -0.18895499999999996 0.0028900000000000006 -0.085489999999999997 -0.07273499999999998 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 6 17 8 11 26 -11 12 13 -1 -15 -14 25 18 -4 24 21 22 -21 -6 -3 -17 27 -9 -18 -30
right_child=1 19 3 -5 23 -7 -8 9 -10 10 -12 -13 15 14 -16 16 28 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00073301757293094832 6.0758512689948137e-05 0.00014361292109701541 0.0015791753855733098 0.0001141680445543009 0.0015860783159673088 0.0023245320502345733 0.0023416314349136141 0.0024157819035812923 0.00025214666138205895 0.001729800246696609 0.003531363086420102 0.0026068297610768992 0.00071666335301190148 0.00065590040058786101 0.0022358446230429834 0.0027312558248020653 0.0005489852855814748 0.00055205746333720129 0.00062735640580366002 0.0012245564399849325 -0.00053666982685140335 0.0016488979122583818 0.000114720092272465 0.00033785321623368872 0.0011005516933610255 0.0017239900072039598 0.0013294249105164308 0.0017157408175923461 0.0015556243702103327 0.0010961916817983873
leaf_weight=20 24 27 154 20 22 39 26 44 24 23 21 22 34 21 28 20 21 41 35 27 26 20 78 40 139 574 117 907 422 105
leaf_count=20 24 27 154 20 22 39 26 44 24 23 21 22 34 21 28 20 21 41 35 27 26 20 78 40 139 574 117 907 422 105
internal_value=0 0.000987971 0.00122562 0.00129978 0.0013662 0.00148923 0.00136198 0.00162661 0.0015312 0.00173737 0.00258964 0.00155543 0.00153685 0.000894452 0.00155873 0.00157454 0.00160009 0.00125124 0.00140291 0.00068735 0.00040421 0.000599913 0.000400107 0.000780772 0.000944905 0.0017579 0.00170226 0.00174813 0.00142902 0.00146409
internal_weight=0 718 401 377 357 295 256 2403 1291 1112 44 1267 1245 69 49 1176 1142 230 189 317 151 125 105 62 166 594 1068 951 548 527
internal_count=3121 718 401 377 357 295 256 2403 1291 1112 44 1267 1245 69 49 1176 1142 230 189 317 151 125 105 62 166 594 1068 951 548 527
is_linear=0
shrinkage=0.00404364


Tree=1278
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 2 14 2 34 11 2 3 43 12 31 15 131 2 16 16 484 42 3 159 151
split_gain=388.647 66.6291 41.5475 31.1288 21.9089 19.3725 15.8188 13.6265 13.1316 9.77849 9.19594 9.05132 7.17902 9.95465 6.92496 6.42468 5.78068 6.10509 5.23492 5.2205 4.62495 4.19876 4.88438 3.99842 8.13191 9.36304 6.99248 5.67288 3.89299 3.85685
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.11474000000000002 0.13754500000000003 0.062655000000000016 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.094835000000000017 -0.11171999999999999 -0.016814999999999997 0.10345000000000001 -0.077289999999999984 -0.053579999999999996 0.08844500000000001 0.31358000000000003 0.0057500000000000008 0.083160000000000026 0.0038100000000000005 0.086555000000000007 0.086245000000000016 0.0089800000000000019 -0.089309999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 29 6 11 15 12 -6 14 23 13 19 16 -1 17 -8 -15 -4 -17 22 -14 27 25 -25 -26 -5 -18 -3
right_child=1 2 8 5 9 -7 10 -9 -10 -11 -12 -13 21 18 -16 20 28 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0028834843715844403 0.0026155058904169868 0.0017826762687638672 0.0010250179164534286 0.0027253742302436146 0.0023414527415865421 0.001341404261644539 0.0025361238749705209 0.0015622768523760185 0.0016774903134843277 0.0014295999960590741 0.0018538877407060959 0.0031981886409559058 0.00065307439119250321 0.0011325395089330724 0.0028826828511445508 0.0024192498565152442 0.0024659704212100556 0.0016637547199846612 0.0018719512970923461 0.00014353610727236153 0.0016276700743334254 0.0011525358080289195 -6.7475216234196334e-05 0.0024730566157735779 0.002991668509813777 0.0013976050284150265 0.0022662667115475738 0.0021554172055752983 0.0027304772426701689 0.0013364389547159824
leaf_weight=26 76 39 22 1133 81 20 25 67 37 26 37 60 74 59 77 30 607 29 22 23 21 20 20 42 61 20 35 30 110 192
leaf_count=26 76 39 22 1133 81 20 25 67 37 26 37 60 74 59 77 30 607 29 22 23 21 20 20 42 61 20 35 30 110 192
internal_value=0 0.00147276 0.00133154 0.00257229 0.00163594 0.00260904 0.00262023 0.0019889 0.00096011 0.00211988 0.00248521 0.00270676 0.000849513 0.00106234 0.00251275 0.00236012 0.00247581 0.00206763 0.00133337 0.000574483 0.00209331 0.000614287 0.000499766 0.00268444 0.00249134 0.00212614 0.0027272 0.00271067 0.00250655 0.00141178
internal_weight=0 691 615 2430 338 2286 2266 144 277 107 885 1381 240 126 848 77 771 54 81 45 51 114 94 1321 158 62 96 1163 717 231
internal_count=3121 691 615 2430 338 2286 2266 144 277 107 885 1381 240 126 848 77 771 54 81 45 51 114 94 1321 158 62 96 1163 717 231
is_linear=0
shrinkage=0.00129368


Tree=1279
num_leaves=31
num_cat=0
split_feature=1 52 3 132 15 1 45 124 1 2 1429 2 1 4 0 50 0 2 52 11 151 13 51 0 4 52 157 43 43 151
split_gain=13.1418 3.15977 2.34575 2.04854 1.55792 1.96942 1.52953 1.78837 1.43025 1.34232 2.84898 2.24837 1.69623 3.41471 2.71466 1.59348 1.33092 2.34908 2.77051 1.70543 1.31687 1.61687 1.31016 1.25553 1.64102 1.18534 1.72012 1.33581 1.2894 1.48586
threshold=0.10312500000000001 -0.52606999999999993 0.31534000000000006 0.10365500000000001 -0.41396999999999995 0.13820500000000002 0.081955000000000014 -0.076779999999999987 0.077845000000000011 0.08647500000000001 0.084545000000000009 0.086675000000000016 0.088485000000000022 -0.16363499999999997 -0.16360999999999995 0.11859500000000002 0.062580000000000011 0.10672500000000001 0.090645000000000017 1.0000000180025095e-35 -0.085489999999999997 -0.086254999999999984 -0.42247999999999991 -0.11173999999999999 0.0082450000000000006 0.19022000000000003 -0.081749999999999975 -0.24021999999999996 -0.035139999999999991 0.077805000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 22 4 -4 -6 7 8 -1 10 15 -11 16 -14 -15 23 19 18 -18 20 21 -13 -3 -9 -25 26 -24 -28 -29 -30
right_child=1 2 3 -5 5 -7 -8 9 -10 11 -12 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 25 24 -26 -27 27 28 29 -31
leaf_value=0.0020769806395213386 0.0023233923910889395 0.0023196012204318608 0.00097317534488436603 0.0014988907377216385 0.00033996010342893235 -0.0019536028257778155 0.0033044752770066688 0.0029580227240136297 0.00074189902560935813 0.0002091658642977414 0.00056352301362427837 0.003690141912407839 0.0023668516956291902 0.0013783017998670697 -0.00096659884513822876 0.0010284008687917257 0.0006148910678719251 -8.307422400748373e-05 0.0031370742470543406 0.0031649870134483177 0.001976231291612346 0.0022207751486455116 -0.00035526108332711658 0.0022876466349400623 0.0011455774146132784 0.0018772621821034363 0.0024043036093172486 0.00081576447896443427 0.0012529161036062115 0.002746290867111627
leaf_weight=38 67 30 21 29 21 20 26 72 52 20 28 27 48 35 22 28 22 22 26 38 979 85 21 787 36 62 23 210 206 20
leaf_count=38 67 30 21 29 21 20 26 72 52 20 28 27 48 35 22 28 22 22 26 38 979 85 21 787 36 62 23 210 206 20
internal_value=0 0.00124081 0.00113141 0.000351336 -0.000185423 -0.000778851 0.00204267 0.0020288 0.0013056 0.00205741 0.00220733 0.00194972 0.00197642 0.0013389 0.000473252 0.0022572 0.00203225 0.00133234 0.00198107 0.00207564 0.0020377 0.002575 0.00125551 0.00229564 0.00223769 0.00119662 0.0011087 0.00117568 0.00111086 0.00138507
internal_weight=0 730 663 91 62 41 2391 2365 90 2275 951 1324 1304 105 57 923 1199 70 48 1129 1091 112 572 895 823 542 480 459 436 226
internal_count=3121 730 663 91 62 41 2391 2365 90 2275 951 1324 1304 105 57 923 1199 70 48 1129 1091 112 572 895 823 542 480 459 436 226
is_linear=0
shrinkage=0.00523088


Tree=1280
num_leaves=31
num_cat=0
split_feature=1 2 9 14 44 0 3 0 16 48 43 16 0 43 9 0 15 2 14 51 2 151 130 43 12 4 150 1424 1 30
split_gain=10.7743 2.88476 1.66355 1.84778 1.75769 2.41167 2.76903 1.63499 2.00292 1.81785 1.67499 1.59358 1.57746 1.51896 1.3995 1.21514 2.28996 1.33372 1.26284 1.7678 1.17485 2.47855 1.36232 2.04002 1.34244 1.30314 1.08234 1.06703 1.05979 1.03534
threshold=0.11829500000000003 0.10613000000000002 -1.0000000180025095e-35 0.054835000000000009 0.081805000000000017 -0.13027499999999997 -0.080289999999999986 -0.076899999999999982 -0.39185999999999993 0.081805000000000017 -0.012164999999999999 -0.52595999999999987 0.14486500000000005 0.093175000000000022 0.099965000000000012 -0.0058249999999999994 -0.41396999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -0.044634999999999994 -0.090999999999999984 -1.0000000180025095e-35 -0.054004999999999991 -0.51144999999999985 0.085635000000000003 -0.55119499999999988 -0.091259999999999994 1.0000000180025095e-35 0.10887500000000001 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 11 10 -10 -3 13 28 15 17 -17 29 19 -19 21 -7 24 -24 -22 -25 -27 -28 -9 -2
right_child=14 7 3 -5 -6 20 -8 12 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.00075457718975716645 0.0018115665218613462 0.00085278122752376604 -0.00049580824538144664 0.0024191489589271845 0.0030088334929573722 5.6774753869408287e-05 0.0013741723728364649 0.0018824331610187298 -0.0012497613729396701 0.0011501388815204482 0.00055570499836669169 0.0021928765397891781 0.00024252406206437476 0.00077386805914049159 -0.00018689094204013489 0.0011349621697654747 -0.0008772648361146339 0.00031908880285465193 0.00048702616444710068 0.0019299160678454817 0.0033769845992802196 0.0022530275548999492 0.00022661693011034208 0.0029383564237191882 0.0020186322789168569 0.0028179615377550309 0.0017014157129229062 0.0028240820077351705 0.0009762397668497772 0.00057006119522147642
leaf_weight=41 62 43 22 89 24 28 116 217 20 48 30 40 21 43 33 28 25 26 129 41 21 21 21 21 89 21 1725 20 35 21
leaf_count=41 62 43 22 89 24 28 116 217 20 48 30 40 21 43 33 28 25 26 129 41 21 21 21 21 89 21 1725 20 35 21
internal_value=0 0.00164579 0.00171912 0.00173695 0.00170843 0.00169361 0.00107606 0.00131246 0.000946228 0.000478394 -0.000166482 0.00149861 0.00152223 0.00161333 0.00076224 0.000856581 0.000185798 0.000984006 0.000766578 0.00130482 0.00173693 0.000998026 0.00175581 0.00172404 0.00227795 0.00174164 0.00172741 0.00171428 0.00175657 0.00149745
internal_weight=0 2756 2259 2218 2129 2105 138 497 181 98 50 83 316 295 365 332 53 279 196 67 1967 49 1918 1808 110 1787 1766 1745 252 83
internal_count=3121 2756 2259 2218 2129 2105 138 497 181 98 50 83 316 295 365 332 53 279 196 67 1967 49 1918 1808 110 1787 1766 1745 252 83
is_linear=0
shrinkage=0.00483252


Tree=1281
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 2 34 131 15 4 4 52 1 13 151 47 133 457 4 31 1 3 131
split_gain=341.594 60.1254 32.4689 28.6838 20.131 18.0286 11.8967 11.3335 11.2114 8.7929 8.48722 8.36892 6.90886 8.20423 6.16804 5.90404 5.70987 5.60059 5.31609 4.90663 4.10177 3.93731 4.09496 3.71477 6.7148 3.65221 3.54257 3.4688 3.92266 3.34824
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.077845000000000011 0.11474000000000002 0.14285500000000004 -1.0000000180025095e-35 0.082750000000000004 -0.41942499999999994 0.010840000000000001 0.27834500000000006 -0.56176499999999996 0.091450000000000017 -1.0000000180025095e-35 -0.089309999999999987 0.090100000000000013 0.017095000000000003 0.083570000000000019 -0.0070899999999999991 -0.077289999999999984 0.096125000000000016 -0.11171999999999999 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 8 12 9 19 -5 25 13 26 15 -14 -17 -15 -11 -1 -19 -3 -23 24 27 -6 -4 28 -20 -2
right_child=1 2 7 10 11 -7 -8 -9 -10 18 -12 -13 14 17 -16 16 -18 20 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027795065649402926 0.0028942898203229038 0.0018175925625725294 0.00097760983074617232 0.0025212570425232565 0.0028611975814674126 0.0017951902689919759 0.0016344188313147409 0.0017172764204608515 0.0032018932968444656 0.0030457323382966982 0.001584870521193596 0.001448193829981022 0.00091212878186086306 0.0017948562461073054 0.0012873680283144312 0.00062500805476581539 -0.00034344695572275779 0.00081032307472942919 0.0020620115852790681 0.0025397678856305299 0.0015804436689681553 0.0012466991826194426 0.0019150354048985375 0.0026298721441458026 0.0017730234219338547 0.0021885775504798255 0.00017590004007247842 0.0029521295200926386 0.0025051109728947999 0.0022493271156174082
leaf_weight=1127 52 39 22 28 23 48 22 37 84 43 67 26 29 32 20 23 27 43 47 206 21 171 21 392 29 58 23 30 307 24
leaf_count=1127 52 39 22 28 23 48 22 37 84 43 67 26 29 32 20 23 27 43 47 206 21 171 21 392 29 58 23 30 307 24
internal_value=0 0.00149209 0.00134398 0.00263021 0.00164108 0.00266151 0.00267969 0.000981452 0.00268984 0.00267012 0.00186086 0.00215325 0.000868012 0.00107108 0.0005788 0.000399416 0.000102042 0.00130696 0.00255642 0.00274246 0.00106302 0.00140384 0.0013198 0.00253028 0.00243575 0.00237957 0.000567847 0.0024858 0.00244628 0.00269062
internal_weight=0 691 615 2430 338 2335 2287 277 2265 2181 95 107 240 141 99 79 50 96 848 1333 64 231 192 805 413 81 45 384 354 76
internal_count=3121 691 615 2430 338 2335 2287 277 2265 2181 95 107 240 141 99 79 50 96 848 1333 64 231 192 805 413 81 45 384 354 76
is_linear=0
shrinkage=0.00142833


Tree=1282
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 1 3 3 14 1 12 4 1 39 2 4 47 4 2 43 43 12 52 1 15 51
split_gain=635.369 98.1355 59.1482 50.4663 34.0747 30.49 25.5656 18.4385 15.7041 15.2883 13.9608 15.9174 13.6085 7.54363 6.80544 6.75425 7.98935 6.35019 6.25773 5.47926 5.05163 4.64239 4.55117 4.27404 4.01202 3.91219 3.86426 3.52302 4.00533 3.4
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.10672500000000001 0.077845000000000011 0.30112000000000005 0.12745000000000004 0.062655000000000016 0.090540000000000023 -0.42850999999999995 -0.013514999999999998 0.086920000000000011 0.089200000000000015 0.13093500000000002 -0.0070899999999999991 0.090100000000000013 -0.036839999999999991 0.15950500000000004 0.066275000000000014 0.12266000000000001 0.10061500000000002 0.40674500000000008 0.11669000000000002 -0.14147499999999996 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 20 6 7 12 19 -5 11 17 13 26 -12 23 -17 18 -4 -6 27 -2 -16 -9 -25 -21 -1 29 -29 -3
right_child=1 2 10 9 8 -7 -8 15 -10 -11 14 -13 -14 -15 22 16 -18 -19 -20 25 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0035208880440498846 0.0035373189985028479 0.00086006561599792056 0.0018575445254735948 0.0031485778369413405 0.0036414357675481246 0.0020825184700600974 0.001733301511773988 0.0033789341620106758 0.0015828326000676986 0.0017669553083126451 0.00085854067098638806 0.001975332584169885 0.0042234609077168609 0.0031994811979280079 0.00032806161139487021 0.0031069684661143722 0.0023075279707418122 0.00059156039888749159 0.00069315460205270389 0.0030624860153297753 0.0020255649384746336 0.002693549530628048 -0.00057497554422637699 0.0024688515917567827 0.0032352517376612864 0.0022017476257239054 0.0029273851502195211 0.0014000573053255562 0.0004351131939472202 0.0015596003442938224
leaf_weight=1064 50 20 24 28 20 48 24 411 30 69 34 37 59 245 35 363 34 99 22 29 32 24 23 26 49 24 28 23 20 127
leaf_count=1064 50 20 24 28 20 48 24 411 30 69 34 37 59 245 35 363 34 99 22 29 32 24 23 26 49 24 28 23 20 127
internal_value=0 0.00155037 0.00133872 0.00328049 0.00179372 0.00332648 0.00335241 0.00336946 0.00254338 0.00216577 0.000799016 0.0010521 0.00348227 0.00344956 0.000298349 0.0031911 0.0030385 0.000816517 0.00130066 0.00293812 0.00144591 0.00326366 -3.00393e-05 0.00331576 0.00296957 0.00267272 0.00350567 0.00134828 0.000951246 0.00146443
internal_weight=0 673 599 2448 325 2351 2303 2279 103 97 274 182 1396 1337 92 883 397 145 46 73 222 74 58 486 75 53 1092 190 43 147
internal_count=3121 673 599 2448 325 2351 2303 2279 103 97 274 182 1396 1337 92 883 397 145 46 73 222 74 58 486 75 53 1092 190 43 147
is_linear=0
shrinkage=0.00157699


Tree=1283
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 2 42 2 14 34 39 4 52 1 457 31 15 1 10 2 13 52 1 0 42 4 12
split_gain=367.176 61.3117 36.436 29.5257 20.8394 19.856 12.995 12.2039 9.66725 8.87475 7.47571 5.98619 5.98393 5.43599 5.38574 5.09998 6.77398 8.64183 4.74883 4.50522 4.47292 4.27003 4.23992 3.65452 3.64119 3.5211 4.68708 6.29655 3.32829 3.33355
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.089885000000000007 0.13082500000000002 0.11474000000000002 -0.0060199999999999993 0.14285500000000004 0.062655000000000016 -1.0000000180025095e-35 0.084780000000000008 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.032140000000000009 -0.077289999999999984 -0.41942499999999994 0.091450000000000017 -0.38124499999999995 -0.0050599999999999994 -1.0000000180025095e-35 -0.046924999999999988 1.0000000180025095e-35 -0.046359999999999991 0.086835000000000009 -0.0070899999999999991 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 11 10 28 -5 12 20 18 -11 -14 -8 25 24 -4 -12 -1 -21 -15 -16 -18 26 -17 -28 -6 -30
right_child=1 2 7 9 8 -7 15 -9 -10 13 19 -13 14 22 23 16 17 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.003044725012422539 0.0029174151595399676 0.0015789335809108308 0.0012468134826069137 0.0029011273848485904 0.0031036350868986593 0.0019730082282590797 0.0032972389117252969 0.0018974723530818353 0.0015838278753690094 0.0012265305032613224 0.0010779569077621596 0.003491179100749614 0.0019077259834491054 0.0016112705379625241 0.00091291159698411348 0.002827584394598849 0.0030109891088697703 0.0015163004197502033 0.00028109277108457324 0.00089714429162039699 0.0028094789518834382 0.00010214312328914981 0.0024830383848637675 0.0016692026759251802 0.0022847622634581369 0.0031892501463430443 0.0021174289014066344 0.0031129543023040791 0.0027680769351514432 0.0020538568456464038
leaf_weight=1129 76 231 22 22 23 48 43 37 26 23 37 59 32 22 43 644 30 20 23 25 212 37 28 21 31 52 47 20 31 27
leaf_count=1129 76 231 22 22 23 48 43 37 26 23 37 59 32 22 43 644 30 20 23 25 212 37 28 21 31 52 47 20 31 27
internal_value=0 0.00165823 0.00150262 0.00288586 0.00183006 0.0029189 0.00293875 0.00110307 0.00237222 0.00207377 0.000980596 0.00302792 0.00120036 0.00182443 0.00140996 0.00279803 0.00277259 0.00236399 0.000753223 0.000667599 0.00300753 0.000422708 0.00209946 0.00116107 0.00264192 0.00281597 0.00278867 0.0024146 0.00262529 0.0024356
internal_weight=0 691 615 2430 338 2335 2287 277 107 95 240 1400 141 73 96 887 844 81 45 99 1341 62 50 64 61 763 711 67 81 58
internal_count=3121 691 615 2430 338 2335 2287 277 107 95 240 1400 141 73 96 887 844 81 45 99 1341 62 50 64 61 763 711 67 81 58
is_linear=0
shrinkage=0.00148603


Tree=1284
num_leaves=31
num_cat=0
split_feature=1 4 155 150 0 1 15 393 11 0 1210 475 3 11 3 151 49 12 16 43 4 13 14 16 149 0 15 475 157 14
split_gain=14.8853 3.42079 2.11908 1.74925 2.04144 1.58163 1.49923 2.29071 1.73937 1.84737 1.27821 1.52567 1.80672 2.53551 1.37531 2.41407 2.0202 1.44346 1.28479 1.26436 1.26477 1.60655 1.2253 1.33951 1.58331 1.16583 1.10002 1.06789 1.11608 1.06685
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 0.091355000000000006 -0.026509999999999995 0.15471500000000002 0.040760000000000005 0.086030000000000009 0.077290000000000011 -0.15202999999999997 -0.0084249999999999985 -0.084169999999999981 -0.15447499999999995 0.080705000000000013 -0.076514999999999986 0.050660000000000004 0.12595000000000003 0.082850000000000021 -0.069144999999999984 -0.23229999999999998 -0.064804999999999988 -0.019614999999999997 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 0.041630000000000007 0.13592500000000005 0.0071950000000000009 -0.080299999999999996 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 19 22 7 10 26 -10 -1 -12 13 -13 17 16 27 -14 -19 -2 -21 -22 -3 24 -24 -6 -8 28 -16 -25
right_child=1 5 -4 -5 25 -7 8 -9 9 -11 11 12 14 -15 15 -17 -18 18 -20 20 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00090476899406598688 0.0027425013953528716 0.0017094494365372948 0.0022197804184902357 0.00056837893907514081 -0.00035684966364084081 -0.00020181117266256484 0.0020179066956591703 0.00033347682182691986 0.0020163902430484376 0.0039599728095335391 0.0022252278098349085 3.1487822245775528e-05 0.003155451351141259 0.0020594030361633041 0.00084723299996211112 1.8491519471455015e-06 0.00067699385671062472 0.002255052143254188 0.0017586019484696139 0.0024338446882365985 0.00173522183898801 0.00083757796912863167 0.00082042492814458218 0.0010271745253341467 0.0022401083308612249 0.0012071834336868407 0.001323931993578314 0.0028628341651456314 0.0018182579263755127 -0.00014452125857065392
leaf_weight=34 20 34 61 66 20 35 1014 24 23 21 191 31 22 25 29 20 40 172 366 28 105 78 149 26 20 23 54 20 317 53
leaf_count=34 20 34 61 66 20 35 1014 24 23 21 191 31 22 25 29 20 40 172 366 28 105 78 149 26 20 23 54 20 317 53
internal_value=0 0.00111591 0.00140667 0.00126079 0.00142757 0.000748108 0.00189334 0.00178351 0.00202085 0.00294401 0.00181098 0.00183597 0.00176462 0.000936807 0.00181163 0.00160876 0.00168792 0.00196596 0.00191732 0.00160401 0.0014961 0.00135262 0.000866006 0.000750373 0.000988435 0.000479726 0.00198282 0.0017984 0.00173687 0.0002411
internal_weight=0 718 401 340 274 317 2403 1291 1112 44 1267 1233 1042 56 986 426 406 560 538 231 211 183 282 248 169 43 1068 366 346 79
internal_count=3121 718 401 340 274 317 2403 1291 1112 44 1267 1233 1042 56 986 426 406 560 538 231 211 183 282 248 169 43 1068 366 346 79
is_linear=0
shrinkage=0.00473777


Tree=1285
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 3 3 1 2 14 0 0 15 52 4 12 1 4 3 160 43 16 151 47 39 2 12 16
split_gain=350.038 57.5015 36.1448 30.9429 18.8071 18.2462 12.5217 11.0975 10.6495 10.0757 9.00231 8.34355 8.58572 8.93056 8.47239 7.89192 6.84291 5.8082 5.39832 4.43481 5.75906 9.3858 4.26491 3.76197 3.6975 3.65527 3.44416 4.50967 3.32341 3.29513
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.31370500000000007 0.076840000000000006 0.077845000000000011 0.11474000000000002 0.062655000000000016 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 1.0000000180025095e-35 0.27044500000000005 -0.42850999999999995 0.13146500000000003 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 -0.11008499999999999 -0.14771999999999999 -0.088784999999999989 0.080455000000000013 0.084780000000000008 -0.0050599999999999994 0.10061500000000002 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 8 18 -5 28 12 14 -14 -1 16 23 -9 -4 22 21 -21 -15 -8 -3 -26 -11 -28 -6 -16
right_child=1 2 7 9 10 -7 15 17 -10 26 -12 -13 13 19 29 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.002905159103491717 0.0025118334476174745 0.0017222747022929987 0.0013656075981408763 0.0024180651194666333 0.0025232157579943583 0.0017023758129165918 0.0025525537162922702 0.00095139253229395773 0.0016198046043637507 0.0010611198876752594 0.0013436678067234348 0.0030103480450730702 0.0026495933523755975 0.0021155791601271232 0.0016570330571243042 0.0025635550917608185 0.0013838533172631639 0.00024123907796800266 0.00074781975292527773 0.0012568215134010693 0.0024521771830445949 0.0023649692206122001 0.0027953247433498427 0.0020792935721180225 0.0012016603924954927 0.0017634048880649318 0.0012715812756507717 0.0021546553590338158 0.0019779114883998771 0.0022829986955601512
leaf_weight=20 76 40 34 28 41 48 41 34 51 25 26 78 1191 20 39 110 21 54 104 20 457 45 102 118 167 24 22 20 40 25
leaf_count=20 76 40 34 28 41 48 41 34 51 25 26 78 1191 20 39 110 21 54 104 20 457 45 102 118 167 24 22 20 40 25
internal_value=0 0.00140735 0.00127086 0.002493 0.00156625 0.00252364 0.00254087 0.000910427 0.00109425 0.00174002 0.00203274 0.00257883 0.00256129 0.00258055 0.00214051 0.00227953 0.00210596 0.000515617 0.000900028 0.00245286 0.00239886 0.002024 0.00268389 0.00220133 0.00135017 0.00127225 0.00145666 0.00169209 0.00225393 0.00190155
internal_weight=0 691 615 2430 338 2335 2287 277 189 95 107 1997 1919 1835 84 290 180 88 138 644 522 65 122 159 231 191 67 42 81 64
internal_count=3121 691 615 2430 338 2335 2287 277 189 95 107 1997 1919 1835 84 290 180 88 138 644 522 65 122 159 231 191 67 42 81 64
is_linear=0
shrinkage=0.00134594


Tree=1286
num_leaves=31
num_cat=0
split_feature=1 52 52 3 40 44 15 13 3 2 0 42 9 4 12 0 3 159 1447 4 130 42 50 52 2 3 3 2 4 14
split_gain=13.9595 2.77598 2.56866 2.18068 1.85181 1.63352 1.79672 1.67794 1.52841 1.60916 1.42386 1.42252 1.31309 1.46054 1.56529 1.8935 1.5344 1.27748 1.29334 1.54182 1.13774 1.13795 1.13613 1.23512 4.76262 1.16624 1.52347 1.21929 1.09769 1.01748
threshold=0.10920500000000001 -0.23375999999999997 -0.16675999999999999 0.11658 0.0046150000000000002 0.081805000000000017 -0.23909999999999995 -0.16152999999999998 -0.028564999999999997 0.31358000000000003 -0.097274999999999986 0.090545000000000014 -1.0000000180025095e-35 -0.073934999999999987 0.11527000000000001 -0.089269999999999988 -0.16726499999999997 -0.085489999999999997 -0.085804999999999979 -0.52556499999999995 -0.082104999999999984 0.11649000000000002 0.10377500000000002 -0.010034999999999999 0.084415000000000004 -0.080104999999999996 -0.081234999999999988 0.084855000000000014 0.0049200000000000008 0.078400000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 -3 4 5 6 -1 -8 28 -10 -5 -2 -9 14 15 -14 -15 -17 -19 -20 -18 29 23 24 -21 26 27 -25 -4 -22
right_child=1 2 8 10 -6 -7 7 12 9 -11 -12 -13 13 16 -16 17 20 18 19 22 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00040822041942133305 0.002317819750997849 -0.00064863626028438016 0.0018686470807528547 0.00020363585313684437 0.00060078033053128711 0.0027655110712506694 0.00051738779264612735 0.00070733198139929935 0.00075176519360394456 -0.00053318914004429842 0.0016313742394929239 0.001069399345382888 0.0024324979259511591 0.00041793190062049048 0.00062739686793517426 0.0027570073924227034 0.00060321607044893841 0.00077045558782095171 0.0029444096610203065 -0.0005376369267843245 0.0016680430533024633 0.0010810675333288733 0.0010689695431660086 0.0021020017688027129 0.0017543677553058931 0.0023310938290313611 0.0010217645225807362 0.0016704101843418387 0.0010004653022326056 0.0026632542977993293
leaf_weight=21 36 23 36 32 30 27 23 25 281 20 23 34 101 20 20 26 20 24 22 20 1233 63 42 244 132 98 43 258 124 20
leaf_count=21 36 23 36 32 30 27 23 25 281 20 23 34 101 20 20 26 20 24 22 20 1233 63 42 244 132 98 43 258 124 20
internal_value=0 0.00089674 0.00077891 0.00166284 0.00168172 0.00169478 0.00168301 0.00169401 0.000850133 0.000666386 0.00080069 0.00171144 0.00170523 0.00171569 0.00183994 0.00186395 0.00162131 0.00180078 0.00177262 0.00180062 0.00163932 0.00165507 0.00177056 0.00180762 0.00145279 0.0018915 0.00181246 0.00188019 0.00119581 0.00168393
internal_weight=0 554 484 2567 2512 2482 2455 2434 461 301 55 70 2411 2386 1030 1010 1356 909 883 859 1336 1316 837 795 152 643 545 502 160 1253
internal_count=3121 554 484 2567 2512 2482 2455 2434 461 301 55 70 2411 2386 1030 1010 1356 909 883 859 1336 1316 837 795 152 643 545 502 160 1253
is_linear=0
shrinkage=0.00437696


Tree=1287
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 4 12 4 2 4 15 0 41 0 160 47 3 1 2 12 12 12 51 3 50 41 2 10
split_gain=377.008 48.7168 39.8764 27.7068 21.1263 15.2122 14.7834 14.1209 13.1507 13.1327 8.78642 7.38589 6.83771 6.14659 6.1358 5.78312 8.12496 5.09862 5.00494 4.88748 4.83559 4.82309 4.74684 4.53174 4.19002 4.49275 3.92892 3.85682 3.7532 7.38509
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27287000000000006 0.14285500000000004 -0.16363499999999997 0.091625000000000012 -0.0070899999999999991 0.11389000000000002 0.033845000000000007 -0.41396999999999995 -0.067094999999999988 0.075585000000000013 -0.066089999999999996 -0.081069999999999989 0.077555000000000013 -0.065229999999999996 0.14754500000000001 0.10444500000000002 -0.086254999999999984 0.10016000000000001 -1.0000000180025095e-35 -0.10056999999999998 0.092670000000000016 0.086295000000000011 0.079300000000000009 0.10981000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 6 23 -6 14 -5 17 15 -7 20 -4 -10 -17 24 -18 -14 21 -9 -11 -3 -1 -26 -8 -16 29 -2
right_child=1 5 8 9 7 12 26 13 11 22 -12 -13 19 -15 27 16 18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0026614273262148651 0.00095736044442890523 0.0010143476408671654 0.0024643458036695139 0.0025830523989283532 0.0024413112231036023 0.00066490381590088949 0.0001032188722672588 0.0014736899424459225 0.0024059699173295821 0.0020079827098019635 0.0014074685572708784 0.0020025532781357091 0.00041700280617871832 0.00087564405184461743 0.0033620394890172657 0.0013170545483108342 0.0023706661046733108 0.0027872378392799239 0.0018525287705092501 -0.00041864307150459972 0.0012784634638678698 0.0021714788259009315 0.0013168002863251781 0.0017071258441812673 0.0022305152258015009 0.001631767736264861 0.00091889624951663575 0.0026634894044691251 0.0010547027385868198 0.0019725665191459188
leaf_weight=31 25 26 1212 46 31 122 23 38 490 36 22 154 32 28 21 20 120 33 47 21 57 34 36 50 120 28 20 45 126 27
leaf_count=31 25 26 1212 46 31 122 23 38 490 36 22 154 32 28 21 20 120 33 47 21 57 34 36 50 120 28 20 45 126 27
internal_value=0 0.00113009 0.00232483 0.00151554 0.00194716 0.000742014 0.00111329 0.00161118 0.00240041 0.00202129 0.00221709 0.0022686 0.000489548 0.00144727 0.00248611 0.00232912 0.00212775 0.00230111 0.00222484 8.58978e-05 0.00157134 0.0018032 0.00166239 0.00147012 0.00221148 0.00211724 0.000482604 0.00288576 0.00118026 0.00148449
internal_weight=0 590 2531 296 422 294 119 188 2109 118 234 831 175 157 1278 677 187 212 167 53 129 72 72 76 179 148 43 66 178 52
internal_count=3121 590 2531 296 422 294 119 188 2109 118 234 831 175 157 1278 677 187 212 167 53 129 72 72 76 179 148 43 66 178 52
is_linear=0
shrinkage=0.00134594


Tree=1288
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 34 1 2 4 12 4 2 13 15 0 43 10 475 48 52 12 43 4
split_gain=445.51 74.6941 44.8461 37.1237 23.7582 22.8583 14.9047 12.2289 12.2194 10.2845 9.39064 8.3503 8.0282 6.58937 8.43576 6.28443 6.0304 6.5551 5.82607 5.30494 4.77028 4.42662 6.16545 4.38408 4.13074 4.01291 3.87791 3.71928 3.68067 3.6444
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14530500000000005 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.27834500000000006 0.087695000000000009 -0.51253999999999988 -0.0091949999999999983 -1.0000000180025095e-35 -0.41942499999999994 -0.075359999999999996 -0.084004999999999982 -0.38124499999999995 -0.081364999999999979 0.082620000000000013 0.056145000000000007 0.095780000000000018 -0.080324999999999994 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 -3 6 13 11 -5 24 -6 12 -4 16 18 -14 17 -1 -15 -17 -13 -18 -23 -22 -7 27 -27 -26 -10 -2
right_child=1 2 7 8 10 9 -8 -9 28 -11 -12 20 15 14 -16 19 21 -19 -20 -21 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0036002446698811205 0.0028534299248030638 0.0013128928465531249 0.00040814410852077861 0.0025533349072432627 0.0023789737853321712 0.0028667688639825509 0.0033152816154699248 0.0015501463160593934 0.0016833034224208994 0.0016556815085113962 0.0015120798557745091 0.00078408622619150501 0.0015975797074960867 0.0019039376215447686 0.0018462480638584669 0.00063582595718407811 0.0026980244506730274 0.0028044828207261577 0.0026550501916021664 0.0014276562611563706 0.00054202525716036929 0.0019222242365064745 0.0026171506687094719 -0.00023639917414219997 0.0026335226642717224 0.001796873530576633 0.002505445260069935 0.0023226446465259083 0.00098012837557924634 0.0021811413363229636
leaf_weight=20 55 231 45 28 72 39 79 37 47 34 35 32 33 21 31 52 582 797 266 23 25 35 77 30 132 37 24 161 20 21
leaf_count=20 55 231 45 28 72 39 79 37 47 34 35 32 33 21 31 52 582 797 266 23 25 35 77 30 132 37 24 161 20 21
internal_value=0 0.00138368 0.001225 0.00263296 0.00156061 0.00266718 0.00273144 0.000815489 0.0017917 0.00238005 0.00209541 0.000702229 0.000895331 0.00270623 0.0025266 0.00109833 0.00274403 0.00282396 0.00260009 0.000878654 0.000362637 0.00264993 0.00239999 0.00011743 0.00244272 0.00239601 0.00207566 0.0024627 0.0014734 0.00266767
internal_weight=0 691 615 2430 338 2335 1908 277 95 427 107 240 153 1829 318 108 1511 817 287 75 87 694 112 55 393 354 61 293 67 76
internal_count=3121 691 615 2430 338 2335 1908 277 95 427 107 240 153 1829 318 108 1511 817 287 75 87 694 112 55 393 354 61 293 67 76
is_linear=0
shrinkage=0.00137286


Tree=1289
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 2 1 14 1 2 150 159 2 0 39 3 1 1429 51 4 12 1427 13 16 12 50 12
split_gain=561.324 90.8664 54.9082 46.4732 24.2678 22.6675 20.4465 18.3489 15.9406 15.0636 10.6996 9.32028 7.29076 6.81453 7.71937 7.91767 6.18827 5.67302 5.60406 5.29826 8.75625 5.04819 4.97578 3.86766 3.76795 3.56704 3.50062 3.41998 3.30912 3.18397
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.27834500000000006 0.14285500000000004 0.091265000000000013 0.09253500000000002 0.062655000000000016 0.15471500000000002 -0.090999999999999984 0.084680000000000019 0.076905000000000015 0.11474000000000002 -0.23091999999999999 0.087690000000000004 -0.0069549999999999994 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.013514999999999998 -0.083994999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.11346000000000002 -0.10022999999999999 0.08461500000000001 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 7 22 17 10 -5 12 25 -1 14 15 18 -10 -3 -2 21 -21 -14 -4 -15 29 27 -6 -7 -9 -18
right_child=1 5 6 9 26 11 -8 28 16 -11 -12 -13 19 23 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020982380049945756 0.0017008744392433624 0.0020094321849705521 0.0028882652509824576 0.0025761891558410497 0.0015575356912068726 0.00095844545675493936 0.0015364029095291101 0.0002714157837628425 0.0019732409962538596 0.001480094441995585 0.0034492046986492543 -4.4158795190578294e-05 0.0029769971351008748 0.00062507686268891956 0.0012125934712794828 0.0013725153525736267 0.0027574467784969342 0.0012529305738838109 0.0025533964769825935 0.0028269336560123792 0.0019359273545589797 0.0024080262497491035 0.0023679942281499716 0.001285195877808235 0.0032505593002195264 0.0011122513684370086 0.0022727253926453327 0.00044868962689470141 0.0010130353789061181 0.0025814255259646707
leaf_weight=20 25 45 73 34 26 33 36 22 21 61 62 35 897 20 56 38 427 28 29 483 20 28 57 68 21 31 22 75 20 308
leaf_count=20 25 45 73 34 26 33 36 22 21 61 62 35 897 20 56 38 427 28 29 483 20 28 57 68 21 31 22 75 20 308
internal_value=0 0.00142925 0.00183496 0.00277708 0.00281389 0.000864889 0.00241644 0.00131946 0.00283338 0.00187238 0.00291241 0.000564452 0.00288942 0.00142596 0.00159886 0.00183398 0.00267981 0.00171927 0.00215871 0.0029005 0.00279151 0.00295977 0.00266015 0.00113517 0.00269943 0.000717699 0.00188533 0.000604448 0.000624568 0.00268369
internal_weight=0 691 402 2430 2335 289 166 115 2287 95 1510 174 1448 236 148 92 777 73 54 1428 503 925 130 88 756 139 48 108 42 735
internal_count=3121 691 402 2430 2335 289 166 115 2287 95 1510 174 1448 236 148 92 777 73 54 1428 503 925 130 88 756 139 48 108 42 735
is_linear=0
shrinkage=0.00131955


Tree=1290
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 2 15 2 0 12 4 11 457 2 4 49 4 0 1 39 16 12 2 52 47 0
split_gain=607.766 69.6297 63.6714 36.7843 34.7933 31.0854 22.8409 21.5274 16.8589 12.2128 11.1534 10.6663 12.2685 10.3982 10.031 9.54354 8.97638 8.45326 9.02576 7.40941 7.39536 7.29701 7.09604 6.57354 6.36352 6.10961 5.69604 5.54121 4.26828 4.06345
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.091625000000000012 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 -0.14601999999999996 0.10444500000000002 -0.068189999999999987 -0.42850999999999995 0.0052350000000000009 1.0000000180025095e-35 0.045365000000000009 0.098035000000000011 -0.17966999999999997 -0.012034999999999999 -0.019614999999999997 -0.13027499999999997 0.086105000000000015 0.093225000000000016 -0.008904999999999998 0.12757000000000002 0.15950500000000004 -1.0000000180025095e-35 0.090280000000000013 -0.09595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 7 15 23 -6 -9 -1 12 16 -7 25 21 -10 18 -12 -2 -11 -4 -17 -3 -22 29 -15 -13 -21 -8
right_child=1 5 6 -5 8 13 14 9 11 20 17 27 -14 26 -16 22 -18 -19 -20 28 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044170047179077684 0.0024479073584189452 0.001828178941665847 0.0029396408172452128 0.0019578888768689547 0.0036456408823342893 0.0015746445758812438 0.0040783054299802293 0.0029337980581112758 0.0033586385349128616 0.0027983802263085483 0.0041513650571734072 0.0015808031428243745 0.0019644378735784993 0.00095990807052702431 0.0032053132039061272 0.0044687232830664288 0.0025309062894014506 0.0029457390286499216 0.0033329640401948252 0.0037561004119633637 0.0021038997335263701 0.0037561339447423014 0.003612192971087592 0.0012750848346938419 0.0013020175065164453 0.0029692891652507878 5.5501968938976108e-05 0.0024077368663936579 0.0031434772537822643 0.0035681085013814407
leaf_weight=22 20 81 21 74 31 35 31 39 58 20 37 24 27 35 191 61 43 57 81 34 66 1170 26 81 26 31 21 42 58 578
leaf_count=22 20 81 21 74 31 35 31 39 58 20 37 24 27 35 191 61 43 57 81 34 66 1170 26 81 26 31 21 42 58 578
internal_value=0 0.00201391 0.00356119 0.00270898 0.00307441 0.0016939 0.00365859 0.00189923 0.00270555 0.00227216 0.00349569 0.00255533 0.00278648 0.000987636 0.00348142 0.0037738 0.00300624 0.00337987 0.00358958 0.00320524 0.00204176 0.00374174 0.00421275 0.00155163 0.00187728 0.00356382 0.000620756 0.00210703 0.00336988 0.00359408
internal_weight=0 590 2531 186 422 404 2109 313 225 151 197 194 128 91 831 1278 101 175 118 112 112 1191 87 162 92 640 56 66 92 609
internal_count=3121 590 2531 186 422 404 2109 313 225 151 197 194 128 91 831 1278 101 175 118 112 112 1191 87 162 92 640 56 66 92 609
is_linear=0
shrinkage=0.00137286


Tree=1291
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 2 4 1 3 14 1 3 51 0 4 1 1 0 15 47 14 0 150 156 13 13 4 0
split_gain=374.857 61.048 33.2969 30.1943 20.1783 14.1989 12.8552 12.6431 12.5698 8.87679 8.23418 7.6305 5.85786 8.89824 6.1203 4.83202 4.50632 8.06789 4.60316 6.12552 4.42694 4.53255 5.40582 4.26515 5.7663 3.91731 3.83376 3.80716 3.73337 3.68064
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.092235000000000025 0.17025000000000004 0.40945500000000007 0.14285500000000004 0.27834500000000006 0.077845000000000011 0.30112000000000005 0.062655000000000016 0.080270000000000022 -0.12018999999999998 0.11144500000000002 -0.033209999999999996 -0.013125 0.093100000000000002 0.075045000000000014 -0.046359999999999991 0.024640000000000006 1.0000000180025095e-35 -0.23083499999999998 -0.23091999999999999 0.10081500000000002 0.090500000000000011 -0.078704999999999983 -0.055129999999999992 -0.013514999999999998 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 11 6 10 16 28 -5 15 12 14 -14 25 29 18 26 19 -6 21 22 -2 -24 -25 -1 -18 -21 -4 -3
right_child=1 5 8 9 7 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 27 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0031262185520504098 0.0020613884325804428 0.0016600527857543225 0.0029972326819421987 0.0027833396851142077 0.0029045381456397428 0.00041327809823097874 0.00095888070369415997 0.0018959317861793215 0.0017587245936063946 0.0017670887100731058 0.00083813581850193458 0.0035579499806778435 0.0020548898357250272 0.0029330603776336153 0.0024104933636974481 0.0012476523058417288 0.0029797676940109693 0.0019031799589443296 0.0031694367468503059 0.0018368187961964634 0.0022750376736923438 0.0020853852475263275 0.0019319006858157083 0.0014119981750069456 0.00057956837208750765 0.0026415748451799068 0.0026133475729960554 0.0026489095224352254 0.0024743064692710421 0.002396084577718862
leaf_weight=911 31 27 73 28 231 54 133 39 36 67 22 62 28 498 30 21 95 30 102 21 24 35 25 94 24 40 212 36 55 37
leaf_count=911 31 27 73 28 231 54 133 39 36 67 22 62 28 498 30 21 95 30 102 21 24 35 25 94 24 40 212 36 55 37
internal_value=0 0.00163906 0.00202677 0.00290428 0.00293836 0.00111553 0.00127353 0.0027367 0.00254999 0.00206662 0.00166464 0.00303681 0.00301537 0.00288631 0.00308457 0.00187856 0.0027818 0.00265342 0.00289273 0.00279473 0.00165849 0.00158769 0.00148757 0.00136318 0.00124269 0.00310583 0.00272673 0.00234972 0.00277254 0.00208557
internal_weight=0 691 397 2430 2335 294 240 766 164 95 107 1569 1507 526 981 85 727 337 390 288 233 209 174 143 118 951 307 57 128 64
internal_count=3121 691 397 2430 2335 294 240 766 164 95 107 1569 1507 526 981 85 727 337 390 288 233 209 174 143 118 951 307 57 128 64
is_linear=0
shrinkage=0.00151575


Tree=1292
num_leaves=31
num_cat=0
split_feature=1 52 3 124 42 123 130 132 2 1 2 9 4 14 2 16 4 4 40 43 2 48 52 159 1444 1429 390 16 4 12
split_gain=23.7442 5.0261 3.63047 2.23702 2.17371 2.09364 1.90358 1.88388 1.86599 1.67889 1.50173 1.77586 1.73751 1.60456 1.76439 3.98898 1.56567 1.53447 1.30511 1.30593 1.21836 1.4822 1.37815 2.28625 1.49263 1.38263 1.34483 1.16998 1.13868 1.68432
threshold=0.10312500000000001 -0.43851499999999993 0.31370500000000007 -0.076779999999999987 -0.0060199999999999993 0.085740000000000011 -0.054924999999999995 0.10365500000000001 0.13404500000000005 0.14754500000000001 0.14838000000000004 -1.0000000180025095e-35 -0.015039999999999998 -0.22253999999999999 0.10559 -0.06421499999999998 0.36766000000000004 0.50822500000000004 -0.063404999999999989 -0.072864999999999985 0.087675000000000017 -0.088719999999999979 0.4002400000000001 -0.46267499999999995 -0.081774999999999987 0.084770000000000012 0.087070000000000022 0.11346000000000002 -0.082769999999999982 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 -3 9 20 -4 11 -8 -13 17 -15 16 -16 -14 19 -7 22 -22 24 -24 -5 -26 28 -10 29 -23
right_child=1 2 7 8 -6 18 10 -9 27 -11 -12 12 13 14 15 -17 -18 -19 -20 -21 21 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023516267054395955 0.002378305304775616 0.00062031025669840548 0.00040949166387957322 0.0035979815216068242 0.00093518902591759924 0.00074058423928031569 0.00069346810909431077 0.0013613729054261952 0.00071884571959982945 -0.0011350096695978069 0.00047340532003178198 0.0025215113215862903 0.0032537544107915099 0.0018300298437535082 0.0025070757021949898 -0.00075778060177247788 0.0010769024459551984 0.0015328147325621398 -0.00027080702685157215 0.0019853964071304452 0.0010285059437007817 0.0027214224869516151 0.0026744579335337085 0.00097231916326279047 0.002430779395110382 0.0015225054611414156 0.0010552531069329481 0.0021288153813400147 0.0021463741663175543 0.0016816636955903576
leaf_weight=39 79 49 54 22 53 85 36 29 26 20 24 52 22 117 22 21 57 21 20 22 23 168 30 36 1005 36 21 23 869 40
leaf_count=39 79 49 54 22 53 85 36 29 26 20 24 52 22 117 22 21 57 21 20 22 23 168 30 36 1005 36 21 23 869 40
internal_value=0 0.00129362 0.00116199 0.00223193 0.00153564 0.00130942 0.00146402 0.000377594 0.0022598 -7.94113e-06 0.00157515 0.00165113 0.00176163 0.00160966 0.00145041 0.00100626 0.00147518 0.0024133 0.000796947 0.000996527 0.00227894 0.0021726 0.00238453 0.00174602 0.00242418 0.00239937 0.00219656 0.00138067 0.00221882 0.00252147
internal_weight=0 730 651 2391 92 548 421 103 2299 74 372 348 312 260 217 100 79 43 127 107 2250 1121 1129 66 1063 1041 1098 49 1077 208
internal_count=3121 730 651 2391 92 548 421 103 2299 74 372 348 312 260 217 100 79 43 127 107 2250 1121 1129 66 1063 1041 1098 49 1077 208
is_linear=0
shrinkage=0.00455379


Tree=1293
num_leaves=31
num_cat=0
split_feature=1 3 3 39 52 2 44 52 0 4 2 13 13 12 0 124 1 484 0 47 0 0 13 0 0 4 12 4 16 157
split_gain=19.3138 3.11971 2.47221 2.04998 2.05429 1.8837 1.83619 1.81872 1.8164 1.65973 1.62219 1.61571 1.64016 1.37867 1.37459 1.23373 1.15349 1.11779 1.2357 1.10961 1.08863 1.05874 1.0489 1.01126 0.995742 1.81787 4.34115 2.95325 1.58547 2.19746
threshold=0.10920500000000001 -0.053259999999999995 0.11658 0.056590000000000008 -0.087769999999999987 0.11411 1.0000000180025095e-35 1.0000000180025095e-35 0.034820000000000011 0.36766000000000004 0.11018500000000002 -0.16152999999999998 -0.14819499999999997 0.097825000000000009 -0.067094999999999988 0.091025000000000009 0.12082500000000002 -0.076559999999999975 -0.11437499999999999 0.090280000000000013 -0.082084999999999977 -0.070889999999999995 -0.085964999999999986 -0.036484999999999997 -0.076579999999999995 -0.39518999999999993 0.08401500000000002 -0.14098499999999997 0.19444000000000003 -0.052249999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -5 16 9 14 13 11 -4 -1 -13 15 -6 17 19 -3 -19 -2 22 -22 -20 -23 -14 28 -27 -28 -26 -30
right_child=1 8 10 4 7 -7 -8 -9 -10 -11 -12 12 24 -15 -16 -17 -18 18 20 -21 21 23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.00074375928999130167 0.0028471403826279039 2.4190290336606103e-05 0.0016137568791841285 0.0024086534436603968 0.0011752210252720784 0.00095801303214698577 0.0031712527909966855 0.0020647068157479266 -0.00033209503110640442 0.00097162731487857501 -1.2000586305895227e-05 0.0030674307897823969 0.0020870747823029416 -2.3075444658067906e-05 -0.00016745097308071144 -1.0032926254883963e-05 0.0013189083450915041 0.0014711586288031527 0.00093757048792958235 0.0016640568077193885 0.001899042880485509 0.0003858889369829974 -0.00051959368867836406 0.001402148897833536 0.0031822053400127901 -0.00012071253351999259 0.00020839148628883401 0.0019223282789479191 0.0028949173536373641 0.0016029476735258069
leaf_weight=20 35 20 35 39 64 70 29 36 27 31 20 32 1642 31 21 24 41 126 21 31 26 45 20 37 33 25 22 398 42 78
leaf_count=20 35 20 35 39 64 70 29 36 27 31 20 32 1642 31 21 24 41 126 21 31 26 45 20 37 33 25 22 398 42 78
internal_value=0 0.0010401 0.00197763 0.00199854 0.00149978 0.00153882 0.00203247 0.00120684 0.000805952 0.00201826 0.00102257 0.00203241 0.00204376 0.000893744 0.000843502 0.000982839 0.00191879 0.00106362 0.00113921 0.00229145 0.000858502 0.00109833 0.000226759 0.000844445 0.00202913 0.00187004 0.00172282 0.00183255 0.00229823 0.00205514
internal_weight=0 554 2567 2512 160 177 2352 121 377 2323 55 2292 2272 350 85 319 107 295 275 66 149 108 41 82 2240 598 445 420 153 120
internal_count=3121 554 2567 2512 160 177 2352 121 377 2323 55 2292 2272 350 85 319 107 295 275 66 149 108 41 82 2240 598 445 420 153 120
is_linear=0
shrinkage=0.00455379


Tree=1294
num_leaves=31
num_cat=0
split_feature=1 3 4 2 97 124 14 16 4 42 132 2 13 2 3 3 42 158 12 13 2 10 12 48 42 49 2 483 456 16
split_gain=15.6836 3.84462 2.76478 2.09474 2.72335 1.59539 1.53793 2.48109 1.9814 1.49769 1.3822 1.5467 1.34927 2.2464 1.76742 3.32428 1.4928 1.34548 1.8031 1.41027 2.0082 1.25785 1.23903 1.12805 1.29695 1.33432 2.56802 1.57705 1.28063 1.24425
threshold=0.10312500000000001 0.31299000000000005 -0.036839999999999991 0.10559 -0.0047149999999999996 -0.076779999999999987 -0.47013499999999991 -0.059624999999999991 0.27287000000000006 -0.0060199999999999993 0.10365500000000001 0.15950500000000004 0.038215000000000006 0.12043500000000001 -0.14477499999999996 -0.10831999999999999 0.088575000000000015 0.07968500000000002 0.082095000000000015 0.073000000000000023 0.087545000000000026 0.069930000000000006 -1.0000000180025095e-35 0.10184000000000001 0.086665000000000006 -0.008964999999999999 0.085730000000000015 -0.095084999999999989 0.03981500000000001 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 22 4 -4 9 -5 8 -8 -1 11 -3 14 16 -7 -16 17 18 -14 20 -20 -6 -2 24 25 26 -17 -27 -29 -28
right_child=1 10 3 6 21 12 7 -9 -10 -11 -12 -13 13 -15 15 23 -18 -19 19 -21 -22 -23 -24 -25 -26 27 29 28 -30 -31
leaf_value=0.0020952848151731119 0.00093780343524482604 0.00039826805974465894 0.00018642680384526534 0.0021327082946205095 0.0019365175539247086 0.0028796654332916231 0.0021109849583758221 -7.440661588218346e-05 0.00076650469539942087 0.00079718456768438945 0.0012601544996200282 -0.0011250574119273089 0.00038641056689041304 0.0002992552145202045 0.00038237361581614898 0.003291152098493174 0.0029241913883020134 0.0026670864734198302 -0.0001212275452311968 0.0020722907877862877 0.0017428845616793791 0.00088999701684850502 0.002177785922480567 0.0015261755378301648 0.0019390030610766521 0.0034613087070498871 0.00051738805033437125 0.0022119429577541409 0.0032693336067421519 0.0017470777536795089
leaf_weight=39 25 63 34 21 150 66 35 71 133 53 29 23 28 26 30 24 29 33 21 124 48 36 110 92 760 28 26 830 30 104
leaf_count=39 25 63 34 21 150 66 35 71 133 53 29 23 28 26 30 24 29 33 21 124 48 36 110 92 760 28 26 830 30 104
internal_value=0 0.00115473 0.00131251 0.00113373 0.0014948 0.00199669 0.000828206 0.000713585 0.0010466 0.00134747 0.000310948 -9.13294e-06 0.00202267 0.00171357 0.00207067 0.00204291 0.0018435 0.00172012 0.00157872 0.00175169 0.00117555 0.00173397 0.00194816 0.00206922 0.00209694 0.00221214 0.0017801 0.00228706 0.00224883 0.00150114
internal_weight=0 730 615 480 220 2391 260 239 168 92 115 86 2299 309 1990 1924 283 254 221 193 69 186 135 1894 1802 1042 154 888 860 130
internal_count=3121 730 615 480 220 2391 260 239 168 92 115 86 2299 309 1990 1924 283 254 221 193 69 186 135 1894 1802 1042 154 888 860 130
is_linear=0
shrinkage=0.00502775


Tree=1295
num_leaves=31
num_cat=0
split_feature=1 2 0 4 9 44 14 11 3 132 15 4 2 13 0 51 1 1446 160 49 151 42 3 52 3 403 52 52 2 34
split_gain=13.0478 3.31713 1.80956 1.75689 1.63766 1.7298 1.69131 1.75677 1.62085 1.71595 1.68429 1.89514 1.61059 1.89261 1.50531 2.79633 3.04646 1.39692 1.36844 1.36355 1.56554 1.34747 3.59257 1.61628 1.52576 1.1691 1.23636 1.35611 1.12791 1.57075
threshold=0.11829500000000003 0.10188000000000001 -0.13027499999999997 0.42642000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.054835000000000009 0.085875000000000021 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.27834500000000006 0.15361500000000003 -0.14179999999999995 -0.13027499999999997 -0.030229999999999996 0.085110000000000005 0.11581000000000001 0.085130000000000011 -0.088694999999999982 0.015440000000000001 0.084835000000000008 -0.11171999999999999 0.095415000000000014 -0.079724999999999976 -0.037174999999999993 0.039215000000000007 0.11434500000000002 0.14285500000000004 -0.010024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 19 -1 6 7 14 28 10 -10 -12 13 -4 15 -6 -17 21 -18 -3 -21 23 -23 -16 -25 26 -15 -28 29 -2
right_child=8 2 12 -5 5 -7 -8 -9 9 -11 11 -13 -14 25 17 16 18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00075894711521291912 0.00023526387121316602 0.0017602530888792196 0.00031916047616299627 0.0021002977465861047 -0.00040832101837508586 0.0030107530190315269 0.0022827651395760213 0.00029476953551204281 0.00071705788569385333 0.0010632258952563965 0.00013957791265280941 -0.0018428348929097364 0.00022545250103669738 0.00023511117587390776 0.0018462791892414107 0.0025206688675691335 -7.9098194557236879e-05 0.0028787696490601348 0.0014059186811567811 0.00073370564946557677 -0.00066080435447278432 -0.00032296888152287198 0.0015839878957438411 0.0016321881942418072 0.0004111400369927969 0.0016683621538727536 0.0023531720161888768 0.0006963010818316714 0.00032277963589344059 0.0012048615037388122
leaf_weight=41 44 21 27 21 20 20 88 20 22 28 20 20 22 26 875 35 22 20 31 101 20 21 838 63 32 351 20 21 68 163
leaf_count=41 44 21 27 21 20 20 88 20 22 28 20 20 22 26 875 35 22 20 31 101 20 21 838 63 32 351 20 21 68 163
internal_value=0 0.00157424 0.00128402 0.000870919 0.00166024 0.00167796 0.00166505 0.00163756 0.00065801 0.000127561 -0.000294998 -0.000851628 0.0014282 0.00148767 0.00165128 0.00112871 0.00147803 0.0016818 0.000789497 0.000689109 0.000503208 0.00166871 0.00153737 0.00178503 0.00122089 0.00156314 0.00101192 0.00150453 0.000831611 0.000998763
internal_weight=0 2756 630 163 2126 2085 2065 1977 365 90 62 40 467 445 1957 108 88 1849 53 142 121 1829 859 970 95 418 67 41 275 207
internal_count=3121 2756 630 163 2126 2085 2065 1977 365 90 62 40 467 445 1957 108 88 1849 53 142 121 1829 859 970 95 418 67 41 275 207
is_linear=0
shrinkage=0.00455379


Tree=1296
num_leaves=31
num_cat=0
split_feature=1 1 12 12 47 4 2 1 11 4 16 2 2 2 34 12 3 43 13 15 3 15 15 47 0 150 1 2 4 1375
split_gain=327.41 53.9666 30.7575 25.8699 17.2022 17.1746 12.9479 12.4739 10.9743 10.708 10.481 9.65552 7.85328 6.59663 6.26861 5.79829 5.66197 5.50998 5.1257 4.54142 4.96559 4.48361 4.28537 4.15177 5.30606 4.94821 4.09203 5.78238 4.06013 3.8708
threshold=0.104035 0.12337000000000002 0.085055000000000006 -0.029094999999999999 0.085505000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 1.0000000180025095e-35 0.27834500000000006 -0.061854999999999993 0.089885000000000007 0.13754500000000003 0.094835000000000017 -1.0000000180025095e-35 0.09320500000000001 -0.11171999999999999 -0.016814999999999997 -1.0000000180025095e-35 -0.41942499999999994 0.31534000000000006 -0.059484999999999989 0.024640000000000006 1.0000000180025095e-35 -0.23091999999999999 0.08926000000000002 0.088975000000000012 0.097845000000000015 -0.49405499999999997 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 7 12 6 8 13 11 -4 -6 -5 14 -1 -3 -10 17 -13 -16 -14 -21 -15 23 24 -2 -26 29 -28 -17 -18
right_child=1 4 9 5 10 -7 -8 -9 15 -11 -12 16 19 21 18 28 26 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0029027145949350971 0.0018549838641376808 0.00057615065780464581 0.0024186227911802802 0.0026287803210717276 0.0010405187379724104 0.0012642101880585019 0.0017570494419237366 0.0015023970148624554 0.0031801150101166682 0.0015541571691855994 0.0020613617676955966 0.0024759584728739903 0.00084615804413414996 0.0023976621781317295 0.00095591718333207698 0.0021992692794753901 0.0024730013624461914 0.0015788812716295481 0.001710088580676737 0.00054357957549417877 -0.00028844046003208322 0.0015593307655544413 0.0019976934085905807 0.0018129819669391858 0.0013259181318567423 0.00072847435085859945 0.0014963009275848029 0.0024452059860016074 0.0029896295616426384 0.0030242416173374511
leaf_weight=26 27 40 128 1319 41 20 38 67 88 36 38 25 41 29 43 26 636 29 30 39 22 22 24 35 111 36 20 34 25 26
leaf_count=26 27 40 128 1319 41 20 38 67 88 36 38 25 41 29 43 26 636 29 30 39 22 22 24 35 111 36 20 34 25 26
internal_value=0 0.00142751 0.00176428 0.0025199 0.000972764 0.00255617 0.00256757 0.00194423 0.00258139 0.00222886 0.00153156 0.00255604 0.00076744 0.00232868 0.00102171 0.00296239 0.00243144 0.00199419 0.00126585 0.000485749 0.000243507 0.00203603 0.00143728 0.00137292 0.00128441 0.00117961 0.00246442 0.00209376 0.0025867 0.00249465
internal_weight=0 691 397 2430 294 2286 2266 144 2228 164 79 2089 215 77 113 139 770 54 73 102 61 51 233 209 174 147 716 54 51 662
internal_count=3121 691 397 2430 294 2286 2266 144 2228 164 79 2089 215 77 113 139 770 54 73 102 61 51 233 209 174 147 716 54 51 662
is_linear=0
shrinkage=0.00140032


Tree=1297
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 132 9 3 12 9 15 475 4 16 16 0 0 40 43 3 43 48 123 2 133 12 12 0 3 131 160
split_gain=12.2123 3.09709 2.42479 2.30475 1.57548 1.47006 1.41632 1.82118 1.7521 1.46637 1.62132 1.40166 1.48412 1.69601 1.35011 2.30958 1.35868 1.30252 1.42262 1.33397 1.27251 1.23597 1.18219 1.76581 1.45528 1.25396 1.17431 1.7468 1.60359 1.26674
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 0.091615000000000016 0.10141500000000002 0.12178000000000001 -0.086254999999999984 -1.0000000180025095e-35 -0.0058549999999999991 -0.029109999999999997 0.033845000000000007 -0.10850999999999998 0.41553500000000004 -0.068944999999999992 -0.14454499999999995 -0.081429999999999989 0.035560000000000008 -0.077564999999999981 -1.0000000180025095e-35 0.087745000000000004 0.084995000000000015 0.13754500000000003 0.094195000000000015 -0.42850999999999995 1.0000000180025095e-35 -0.085669999999999982 -0.045649999999999989 0.091015000000000013 -0.53327999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 22 7 14 -9 20 -11 26 17 -14 15 21 -17 19 -19 -13 -10 -5 23 25 -24 -2 28 29 -3 -28
right_child=5 11 3 4 -6 -7 -8 8 9 10 -12 12 13 -15 -16 16 -18 18 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.5237383193621743e-05 0.00081557247768137544 0.001656672475918253 0.0023966429404364462 0.0010312315566112934 7.9627086775775627e-05 -0.00028847653366316094 0.00053777216807254682 0.00034606589665677417 0.0010557986705454719 0.0010076354510217447 0.002254186129715952 0.0014908137300185529 0.00036527561359198021 0.0013657586828314777 7.7300403677158509e-05 0.00066045125343014118 0.0019958305775246081 0.0029683835685632128 0.001490885104510028 0.00047289290432930408 0.0018895635183563812 -0.00045930719422328963 0.0014692727577350015 -0.00023253233668064837 0.00022188729422840139 0.001621860667021302 0.00083386672685679725 0.00025474500339408402 0.0026019487305008254 0.0015311927028949194
leaf_weight=28 117 592 29 21 24 31 52 23 108 25 83 113 60 65 30 20 47 20 30 30 49 20 20 22 124 51 50 21 35 1181
leaf_count=28 117 592 29 21 24 31 52 23 108 25 83 113 60 65 30 20 47 20 30 30 49 20 20 22 124 51 50 21 35 1181
internal_value=0 0.0014407 0.00115552 0.00122042 0.00115247 0.000605419 0.00120634 0.00128794 0.00148216 0.00158077 0.00196563 0.00151326 0.00124979 0.000885527 0.000882622 0.00110632 0.00159721 0.00148571 0.00208188 0.00127726 0.00131602 0.000304139 0.000688385 0.000910638 0.000395135 0.00106034 0.00155785 0.00148193 0.00170944 0.00150287
internal_weight=0 2756 559 531 502 365 478 426 288 265 108 2197 318 125 138 108 67 193 50 143 157 41 334 190 144 168 1879 1252 627 1231
internal_count=3121 2756 559 531 502 365 478 426 288 265 108 2197 318 125 138 108 67 193 50 143 157 41 334 190 144 168 1879 1252 627 1231
is_linear=0
shrinkage=0.00429114


Tree=1298
num_leaves=31
num_cat=0
split_feature=1 12 2 52 1 16 1375 2 2 52 484 16 16 16 1 8 448 12 123 156 51 12 12 131 34 3 0 2 2 3
split_gain=9.9225 2.16552 2.32324 2.11369 2.01822 2.09683 1.89252 1.76382 1.63025 1.88207 1.70423 1.69385 2.24936 1.65225 1.60121 1.47301 1.21999 1.18261 1.10825 1.38041 1.59647 1.50556 1.35818 1.97109 1.05192 1.01668 0.997618 1.77726 1.44239 1.3374
threshold=0.11453000000000001 0.078300000000000008 0.13093500000000002 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 -0.096099999999999977 -0.0091949999999999983 0.099185000000000009 0.047850000000000011 0.085905000000000009 -0.015314999999999997 0.064860000000000015 0.41553500000000004 0.080000000000000016 1.0000000180025095e-35 -0.051794999999999994 -0.095379999999999979 0.11135500000000001 0.10339000000000002 0.14122000000000004 0.11734000000000001 -0.081419999999999979 0.095715000000000008 -1.0000000180025095e-35 0.0022600000000000003 -0.076579999999999995 0.10559 0.11389000000000002 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 16 -6 -1 24 10 13 11 14 -13 17 -9 26 -5 -10 19 20 21 22 -18 -24 -8 -16 27 29 -29 -3
right_child=3 15 -4 4 5 -7 7 8 9 -11 -12 12 -14 -15 25 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-8.0016100888764097e-06 0.0015788965377852428 0.0016020085412918376 -0.00034075046910057307 -0.00044177437101928005 0.00052924614125062202 -0.0015700622522136346 0.0010080471160255216 0.00059548086863726141 -0.00032274965799801317 0.002049179630789856 0.00081539749431360235 0.0034659104633392008 0.0016816362229802057 0.00221822269737428 0.0026967250968010351 0.0028132879183035658 0.00098371585149517734 0.00093406331475607109 -0.00021506097005074073 0.0019077751789088723 0.0018777115691181712 0.0018208654437333958 -5.1399595637303532e-05 0.0015933966759726251 -0.00028871520335493612 0.0014890629433107364 0.0013505681014830252 4.9067500543780445e-05 0.0017136466794474585 0.0028300536247224057
leaf_weight=26 54 1500 22 21 25 20 48 28 20 45 36 33 33 21 27 21 82 139 25 26 26 22 114 20 21 41 553 31 20 21
leaf_count=26 54 1500 22 21 25 20 48 28 20 45 36 33 33 21 27 21 82 139 25 26 26 22 114 20 21 41 553 31 20 21
internal_value=0 0.00147086 0.00119732 0.000684118 0.000557299 -0.00040378 0.00126265 0.00132979 0.00144666 0.00116522 0.00176646 0.00197781 0.00257377 0.000944236 0.00156809 0.00153969 0.000686015 0.000775974 0.000761201 0.000845361 0.00074073 0.000616522 0.000493857 0.000194092 0.00061338 0.00196858 0.00152711 0.00158921 0.000701844 0.00161896
internal_weight=0 2686 540 435 381 45 518 492 423 225 198 162 66 180 96 2146 336 159 315 290 264 238 216 134 69 68 2125 1572 51 1521
internal_count=3121 2686 540 435 381 45 518 492 423 225 198 162 66 180 96 2146 336 159 315 290 264 238 216 134 69 68 2125 1572 51 1521
is_linear=0
shrinkage=0.00483252


Tree=1299
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 16 484 4 157 12 13 49 15 0 157 16 49 4 4 0 13 1454 483 160 42 475 52 157 475 455
split_gain=8.30539 2.65988 2.52515 1.93398 1.83591 1.36127 1.78276 1.75694 2.52803 1.96289 1.44822 1.20256 1.85492 1.16415 1.15187 1.08816 1.04735 1.19592 1.14754 1.26423 1.16029 2.221 2.02127 1.91584 1.54529 1.27486 2.13389 1.60725 1.08486 1.06459
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 -0.071854999999999988 -0.011854999999999999 0.024790000000000003 -0.029304999999999998 -0.093619999999999995 0.26424500000000006 -0.0087849999999999977 -0.092919999999999989 -0.15599999999999997 0.0036600000000000005 -0.074929999999999983 -0.23803499999999997 -0.58204499999999992 -0.49405499999999997 0.14486500000000005 -0.083764999999999992 0.083800000000000013 -0.096724999999999992 -0.14580499999999996 0.083795000000000022 -0.085359999999999978 -0.088204999999999992 -0.06266999999999999 -0.082904999999999993 0.079195000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 15 9 -9 -7 16 12 -8 -13 -10 -1 -11 -18 -19 20 21 22 -20 -24 -25 26 27 -22 -27 -30
right_child=3 -3 -4 -5 -6 7 11 8 14 10 -12 13 -14 -15 -16 -17 17 18 19 -21 25 -23 23 24 -26 28 -28 -29 29 -31
leaf_value=0.0017530654962136885 -0.00054092474434989273 0.00040014397738157855 -0.00024550163792427023 0.0016766460087313214 0.00053360058063616465 0.00011296545362133013 -0.00010541760604743709 -0.0007731933311453564 0.0011165768698053384 0.0021936987704683089 0.00227151203206648 0.0024481859014013874 0.001263541871782221 0.0013900405716611968 -7.1541491609354474e-05 0.002910699639258016 0.00012510751322298877 0.0016976339784988742 0.0030311516031415208 0.00021081145263594127 0.00024352271282478201 0.00013590525282603126 0.0025086884334748231 0.0019996372487847964 0.0011132165508905064 3.0246907374310181e-05 0.0030398946873476883 0.0020628612197912174 0.0010916267882621717 0.00204963546726135
leaf_weight=86 39 75 23 28 285 31 29 20 147 26 32 23 81 908 20 22 20 122 20 26 20 24 35 57 166 20 20 22 668 26
leaf_count=86 39 75 23 28 285 31 29 20 147 26 32 23 81 908 20 22 20 122 20 26 20 24 35 57 166 20 20 22 668 26
internal_value=0 0.00126295 0.00128697 0.000505472 0.00040426 0.00130016 0.00142085 0.00120905 0.000787391 0.00126812 0.00129558 0.00136192 0.000902634 0.00141618 0.000974287 0.00198888 0.00127103 0.00125177 0.00127015 0.00122291 0.00124732 0.0014916 0.00160863 0.00149836 0.00133979 0.00115226 0.00179115 0.00119651 0.00109678 0.00112752
internal_weight=0 2769 2694 352 324 2671 1149 1522 187 1335 1304 1041 110 931 167 108 1272 1246 1226 1104 1078 302 278 258 223 776 62 42 714 694
internal_count=3121 2769 2694 352 324 2671 1149 1522 187 1335 1304 1041 110 931 167 108 1272 1246 1226 1104 1078 302 278 258 223 776 62 42 714 694
is_linear=0
shrinkage=0.00464487


Tree=1300
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 1 14 0 15 2 16 52 4 0 49 159 150 4 15 50 474 1 2 1 157 16 52
split_gain=330.336 52.7695 29.2224 24.2316 19.7024 17.0821 12.1132 10.7198 9.3691 8.47247 9.69876 8.79244 7.45715 7.38479 7.36156 8.12764 6.60833 5.77081 5.04939 5.13088 4.76372 4.65008 4.2053 4.16505 5.81104 4.10806 3.8714 3.73631 3.51045 3.23367
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.14122000000000004 0.042705000000000007 0.085505000000000012 0.09253500000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 0.31358000000000003 -0.061854999999999993 1.0000000180025095e-35 0.27044500000000005 -0.07929499999999999 -0.054984999999999992 0.082585000000000006 1.0000000180025095e-35 -0.49013999999999996 0.050935000000000008 0.083640000000000006 0.10008000000000002 0.080270000000000022 0.11474000000000002 0.13075500000000004 -0.23976499999999998 -0.039889999999999988 0.12418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 18 6 9 12 -4 10 11 -1 29 -9 15 -8 27 -2 19 25 22 23 -18 24 -22 -3 -5 -12 -13 -6
right_child=1 4 8 26 7 -7 14 13 -10 -11 16 28 -14 -15 -16 -17 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031283279815411311 0.0017581263237808954 0.002234601003662282 0.002494979317248007 0.0016309107037467722 0.00079072342030725635 0.0017452410953228252 0.0023770239836623987 0.001066255218749701 0.0015020144796175383 0.0032643476527346119 0.0022884215917495093 0.001692731330564993 -2.2905978589394975e-05 0.0020577099454308929 0.0027538848796870756 0.0013951632089524949 0.0027982855455536155 0.0025685776099646069 0.0011089803585572983 0.0014105049036143558 0.0024425534550361772 0.0027034661458170267 0.0035437647045252997 0.0028359677532304724 0.00171057129553108 0.001440279921580107 0.00091228852479575647 0.0028588511367980077 0.0024203382119518421 0.0013496110936173254
leaf_weight=20 24 52 34 61 158 41 162 45 61 78 27 39 24 28 111 22 101 127 38 61 127 337 21 42 31 21 24 1151 25 28
leaf_count=20 24 52 34 61 158 41 162 45 61 78 27 39 24 28 111 22 101 127 38 61 127 337 21 42 31 21 24 1151 25 28
internal_value=0 0.00149375 0.00268146 0.00207536 0.00119208 0.00271499 0.00273232 0.000946187 0.00185739 0.00277463 0.00275475 0.00225109 0.000772256 0.00144654 0.0024456 0.00225963 0.00277778 0.00243976 0.00159667 0.00173497 0.00265623 0.00259481 0.00292661 0.00241171 0.00229894 0.0020061 0.00142801 0.00284578 0.00197695 0.000874857
internal_weight=0 691 2430 236 455 2335 2294 283 95 1999 1921 84 210 73 295 184 1837 151 172 134 659 537 122 200 158 73 85 1178 64 186
internal_count=3121 691 2430 236 455 2335 2294 283 95 1999 1921 84 210 73 295 184 1837 151 172 134 659 537 122 200 158 73 85 1178 64 186
is_linear=0
shrinkage=0.00151575


Tree=1301
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 14 2 4 1 1 2 150 159 2 2 16 4 2 48 131 2 0 0 49 475 48 12
split_gain=398.002 63.3425 37.3825 32.1487 21.8811 16.0725 13.4737 11.9457 11.3251 10.5321 10.05 9.99474 6.07619 6.84658 5.31262 8.34565 6.32827 4.87202 4.7978 4.78351 5.30986 4.42135 4.36959 6.2749 3.73213 5.8685 4.67644 3.67936 3.97921 3.95357
threshold=0.104035 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.13011000000000003 0.40473500000000007 0.14122000000000004 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.077845000000000011 0.089770000000000016 0.090425000000000019 0.083095000000000016 0.076905000000000015 0.11474000000000002 -0.0091949999999999983 -0.040964999999999994 -0.55119499999999988 0.092365000000000017 0.016865000000000002 0.082750000000000004 0.31358000000000003 -0.23091999999999999 -0.062764999999999974 -0.073374999999999982 -0.066784999999999983 0.082620000000000013 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 8 9 -4 27 12 10 21 -5 19 17 15 16 -2 -14 -7 -1 -21 -3 23 -11 -16 26 -26 -6 -29 -30
right_child=1 5 6 11 7 18 -8 -9 -10 22 -12 -13 13 -15 24 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0037802683824481056 0.0025945180813512674 0.0023415842630595323 0.0029114098241302803 0.0029249346349522198 0.0031896216582890866 0.0016363658893461055 0.0019070901648893036 0.0020481422572765388 0.003636571023075727 0.00090915629961905368 0.0011723959426577326 0.0019287084283667361 0.0023373027915396215 0.0022939256580288966 0.002092922211631534 0.0015727527969168788 0.00183060656365212 0.003037905543669837 0.0025313751351206597 0.0031627413139315511 0.0029487364947439845 0.0014658318002318677 0.0014120967750128612 1.5385900161521379e-06 0.00150163335056269 0.0019761335258380204 0.00062145926204540956 0.0028607109049688627 0.0020066458867677465 0.0027459662608258738
leaf_weight=22 50 26 127 28 52 24 33 41 79 59 102 67 21 31 21 55 37 266 23 1209 280 20 20 20 29 25 20 274 23 37
leaf_count=22 50 26 127 28 52 24 33 41 79 59 102 67 21 31 21 55 37 266 23 1209 280 20 20 20 29 25 20 274 23 37
internal_value=0 0.00181645 0.00218129 0.00302085 0.00305334 0.00132377 0.00270427 0.0027668 0.00311747 0.00118095 0.00141745 0.00222233 0.00309505 0.00291911 0.00182823 0.00199972 0.00226964 0.00298664 0.00207435 0.00313208 0.0031225 0.00196082 0.000827403 0.00067938 0.00157191 0.00142405 0.00114238 0.00284313 0.00278919 0.00246256
internal_weight=0 691 397 2430 2335 294 160 427 1908 247 148 95 1829 318 237 142 87 287 47 1511 1489 46 99 79 95 74 49 386 334 60
internal_count=3121 691 397 2430 2335 294 160 427 1908 247 148 95 1829 318 237 142 87 287 47 1511 1489 46 99 79 95 74 49 386 334 60
is_linear=0
shrinkage=0.00140032


Tree=1302
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 34 97 2 2 1 474 51 51 14 39 43 3 50 43 48 12 2 47 4 3 2 4 4 132 1 1209
split_gain=9.84496 2.59645 2.42396 1.91425 1.46505 2.21819 1.88256 1.59132 1.46121 1.97584 1.54899 1.57839 1.53777 1.50704 1.24531 1.95223 1.23005 1.20985 1.19722 1.18465 1.92997 1.17085 1.10156 1.15468 2.36664 1.31603 1.73326 1.26439 2.0751 1.00865
threshold=0.11910500000000002 0.078300000000000008 0.14530500000000005 -0.27302499999999996 -0.038779999999999995 -0.079444999999999988 0.116525 -0.18970999999999996 0.086920000000000011 0.085295000000000024 0.11218000000000002 0.092545000000000016 -0.10708499999999999 0.10076500000000001 -0.11720999999999999 -0.017889999999999996 0.077805000000000013 0.016310000000000002 0.092680000000000026 -0.42850999999999995 0.31358000000000003 0.078345000000000012 0.053180000000000012 -0.13309499999999996 0.081685000000000021 -0.14098499999999997 -0.46376499999999993 0.079970000000000013 0.081670000000000006 0.082105000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -6 9 13 11 12 -10 16 -14 -16 17 -5 21 -8 -21 -17 23 24 -3 26 -25 28 -26 -27
right_child=4 22 -4 8 6 -7 19 -9 10 -11 -12 -13 14 -15 15 18 -18 -19 -20 20 -22 -23 -24 25 27 29 -28 -29 -30 -31
leaf_value=-0.00012137936699150585 0.00078224001431939486 0.0028960751045586457 -0.00042925769764620377 0.0022406522676296555 0.00013286741010852619 -0.0011675392389658291 0.001389342122475198 0.001423104373640696 0.0018891412313978746 0.000258827440272965 0.0021472454639115111 -0.00016706215780604093 0.0018784309780830652 0.00066817788750257127 -0.00011296860680491669 0.00096522133443869868 0.0008396930967607347 0.0011667733657370217 0.0002975907795295849 0.00045511793441523356 -0.00087323176205240797 0.0019164015228516553 0.001110800602668924 0.0013963455270214434 0.00050811398117549722 0.0013493622761844687 -0.00026116943482471828 0.0024236903742149646 0.0017001183633194427 0.0017045598756031484
leaf_weight=23 21 27 20 85 23 22 20 75 32 22 20 23 22 25 36 160 20 25 41 162 23 28 282 26 38 1520 21 24 92 163
leaf_count=23 21 27 20 85 23 22 20 75 32 22 20 23 22 25 36 160 20 25 41 162 23 28 282 26 38 1520 21 24 92 163
internal_value=0 0.00129354 0.00103875 0.00109099 0.0005259 -0.000215321 0.00063109 0.00112029 0.00114272 0.00146224 0.00098649 0.00091861 0.000996887 0.00163305 0.000897402 0.000815959 0.0018186 0.00199659 0.000961991 0.000397227 0.000289972 0.00110689 0.00136116 0.0013981 0.00172421 0.00136399 0.000655754 0.00151875 0.00135169 0.00138376
internal_weight=0 2775 582 562 346 43 303 98 539 177 362 342 319 155 287 265 130 110 229 205 185 188 2193 1911 181 1730 47 154 130 1683
internal_count=3121 2775 582 562 346 43 303 98 539 177 362 342 319 155 287 265 130 110 229 205 185 188 2193 1911 181 1730 47 154 130 1683
is_linear=0
shrinkage=0.00429114


Tree=1303
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 2 1 2 0 15 1 12 4 1 12 4 3 151 475 3 2 48 47 12 51 49
split_gain=402.883 65.8091 42.7932 33.3653 21.8625 19.9716 13.265 12.0008 11.4086 11.331 11.2218 8.52145 8.27984 11.8656 6.85117 6.83619 6.62794 6.4164 5.61876 6.46717 5.61354 4.55386 4.53219 5.13324 4.20002 4.03687 4.00534 3.97416 3.85956 3.80678
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.11474000000000002 0.09253500000000002 0.15109000000000003 -0.10607499999999999 -0.10653 0.083135000000000014 -0.42850999999999995 0.0061450000000000003 0.13146500000000003 0.087765000000000024 -0.52556499999999995 -0.13927999999999999 -0.089309999999999987 -0.066784999999999983 0.10732000000000001 0.15950500000000004 0.082620000000000013 0.080455000000000013 0.095780000000000018 0.11144500000000002 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 8 17 -6 -5 22 13 -1 -15 -9 18 -4 19 -14 -21 -3 -7 25 -17 27 -23 -24 -20 -16
right_child=1 2 7 10 9 11 -8 15 -10 -11 -12 -13 16 14 29 24 -18 -19 28 20 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002630717027348942 0.0023602515992334249 0.0015876885116422157 0.0012086777740881525 0.0021914391847304799 0.0021198906112070161 0.0025167803568662754 0.0029386780333452052 0.00079828234370799738 0.0014323876266613919 0.0011575626959089912 0.0012821237776320471 0.0013385832119689272 0.0032280831087810077 0.002256299347397172 0.0020103561955334892 0.00036556599756775468 0.0021406538617438648 0.00057399740192627755 0.0024061783378762146 0.0018679468633969428 0.0025333590092786332 0.0010430723660287851 0.0023846650725786807 0.0014916493869439754 -0.00035431776051164437 0.0018320947913895431 0.0015969781265351231 0.0020806321434846441 0.0020667159678687225 0.001330868272413271
leaf_weight=49 76 39 34 34 81 52 79 34 51 26 61 21 21 42 21 32 116 104 758 21 707 168 123 20 22 53 24 158 58 36
leaf_count=49 76 39 34 34 81 52 79 34 51 26 61 21 21 42 21 32 116 104 758 21 707 168 123 20 22 53 24 158 58 36
internal_value=0 0.00124683 0.00110923 0.00234437 0.0014121 0.00237434 0.00242983 0.000739665 0.000919802 0.00188605 0.00160756 0.00212639 0.00240786 0.00212026 0.00186761 0.000352781 0.00243318 0.000730368 0.00245486 0.00253418 0.00251416 0.00119257 0.00216714 0.00211578 7.228e-05 0.00215316 0.00111231 0.00221371 0.00238205 0.00158121
internal_weight=0 691 615 2430 338 2335 1908 277 189 107 95 427 1829 148 99 88 1681 138 1565 749 728 231 406 354 54 334 192 281 816 57
internal_count=3121 691 615 2430 338 2335 1908 277 189 107 95 427 1829 148 99 88 1681 138 1565 749 728 231 406 354 54 334 192 281 816 57
is_linear=0
shrinkage=0.00126831


Tree=1304
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 0 1 150 4 50 1 1 4 12 4 1 1 1 12 47 52 1 0
split_gain=821.872 129.176 65.6705 60.5926 40.6571 38.5954 31.6463 24.4023 20.6158 19.5516 18.5474 12.4861 12.0579 10.5419 10.4425 9.0954 8.92708 6.7774 6.16495 6.08013 5.61672 6.87486 5.5758 5.28329 5.27521 5.0443 4.38267 4.16377 4.15972 5.8786
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.10613000000000002 0.09253500000000002 0.089770000000000016 -0.095504999999999993 0.122715 1.0000000180025095e-35 -0.15289999999999995 0.041865000000000006 0.13075500000000004 0.12000500000000001 0.053180000000000012 0.09141500000000001 -0.51843499999999987 0.13288500000000003 0.12958500000000003 0.15964000000000003 0.086505000000000012 0.08265500000000002 -0.088204999999999992 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 18 11 14 23 -4 20 26 27 19 -11 24 -5 -3 28 21 -1 -17 -8 -6 -14 -13 -2 29 -7
right_child=1 4 10 17 16 8 9 -9 -10 15 -12 12 25 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0093035097892729558 0.0083818754741100052 0.006087002236824561 0.0079588160852634114 0.00661859265347064 0.0052203030433760657 0.0081972640491476054 0.0076506253766667025 0.0092165010795646728 0.006953229382873528 0.0072316498344879273 0.0066236207155466577 0.007131494718493025 0.0075398318603554599 0.0071288708950822564 0.0071749051528640856 0.0062967233682579464 0.0059747905133857113 0.0057025469837358664 0.0052904853779666685 0.0078111687380072303 0.0082630686644863411 0.0084622627063913446 0.005508503638318946 0.0067069511782428017 0.0044033507642646866 0.0083013737379571094 0.0079513551647285696 0.0078272502900340497 0.0084886012944578332 0.0074782883991034391
leaf_weight=21 59 30 34 60 62 175 34 76 41 20 63 31 20 29 28 142 26 24 66 114 334 1137 22 20 23 240 25 56 81 28
leaf_count=21 59 30 34 60 62 175 34 76 41 20 63 31 20 29 28 142 26 24 66 114 334 1137 22 20 23 240 25 56 81 28
internal_value=0 0.00644851 0.00826638 0.00734022 0.00599164 0.00831485 0.0062455 0.00840779 0.00793992 0.00653032 0.00709163 0.00837379 0.00811072 0.00791385 0.00803488 0.0063041 0.00522775 0.00635687 0.0055394 0.00809538 0.00842951 0.00847752 0.00619099 0.00730112 0.00499925 0.00824279 0.0074975 0.0081118 0.00820947 0.00809809
internal_weight=0 673 2448 228 445 2351 334 1884 467 238 97 1808 316 144 426 184 111 84 96 398 1492 1158 164 54 85 260 56 115 284 203
internal_count=3121 673 2448 228 445 2351 334 1884 467 238 97 1808 316 144 426 184 111 84 96 398 1492 1158 164 54 85 260 56 115 284 203
is_linear=0
shrinkage=0.00145689


Tree=1305
num_leaves=31
num_cat=0
split_feature=1 4 457 1 3 0 3 16 4 0 49 475 3 0 0 483 40 1 150 2 48 42 2 11 1446 52 52 16 130 2
split_gain=12.6063 3.0423 2.19692 1.53211 1.5256 1.37781 1.33315 1.33022 1.61641 1.96439 1.22219 1.48984 1.21894 1.2156 1.26167 1.33119 1.17905 1.13789 2.6571 1.6891 1.68161 2.05647 1.35454 1.32262 1.42323 1.25296 1.5142 1.13444 1.36583 1.00658
threshold=0.10312500000000001 0.27287000000000006 0.079590000000000008 0.13075500000000004 -0.07793499999999999 0.22582000000000002 0.10732000000000001 -0.16075999999999999 -0.39518999999999993 -0.019414999999999998 0.11560500000000001 0.068270000000000011 -0.076514999999999986 0.024095000000000002 -0.036484999999999997 0.093585000000000015 -0.078554999999999986 0.085760000000000017 1.0000000180025095e-35 0.084055000000000005 0.086035000000000014 0.081660000000000024 0.08647500000000001 0.079915000000000014 0.11483500000000001 0.11125500000000001 -0.087284999999999988 -0.083539999999999989 -0.0070449999999999992 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 16 -2 6 10 -6 -9 29 11 17 -12 14 15 -5 -3 19 27 25 21 -20 -22 24 -21 26 -1 -19 -29 -10
right_child=1 3 -4 13 7 -7 -8 8 9 -11 12 -13 -14 -15 -16 -17 -18 18 20 23 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013259220843186681 0.002047036382642111 0.00025599143316688253 0.00058329321905888391 0.00022984139060262975 0.002302599591571849 0.00070002844924333784 0.0011374080359769253 0.0024988676561689196 0.0017146664156152988 -0.00029079944406125593 0.0019510397083257424 0.0029309051346185296 0.0010227014619805205 -0.00042960151441711198 0.0017869550110399134 0.0015883550631158668 0.0013379345483371956 0.0023540078377184974 -0.00072615247124703975 0.0019522866508226114 0.0025268975774647602 0.0012351473271815967 0.00099868719767347812 0.0030789706385702846 0.00070944352950014081 0.0013280557159728182 0.0027110952092493788 0.00058605350427590988 0.0018612318837432924 0.00097391422726144945
leaf_weight=20 116 27 55 85 31 21 48 21 70 20 63 35 64 26 20 20 139 103 20 1365 23 30 30 23 21 21 155 20 329 100
leaf_count=20 116 27 55 85 31 21 48 21 70 20 63 35 64 26 20 20 139 103 20 1365 23 30 30 23 21 21 155 20 329 100
internal_value=0 0.00119692 0.00146488 0.000847816 0.00160032 0.00190824 0.00191894 0.00138619 0.00125156 0.0011137 0.0019351 0.00196125 0.00148322 0.000502471 0.000696342 0.000488606 0.00116196 0.00194553 0.00176061 0.00200948 0.00107389 0.000450627 0.00166187 0.00195215 0.00193346 0.00242157 0.00255279 0.0019171 0.00178816 0.00127893
internal_weight=0 730 413 317 358 2391 2370 242 211 190 2322 2195 127 151 125 105 166 2160 555 1605 103 50 53 1409 1386 196 175 452 349 170
internal_count=3121 730 413 317 358 2391 2370 242 211 190 2322 2195 127 151 125 105 166 2160 555 1605 103 50 53 1409 1386 196 175 452 349 170
is_linear=0
shrinkage=0.00473777


Tree=1306
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 484 9 3 43 2 13 42 40 16 4 3 0 16 2 52 1 1 15 1 0 52 52 159 483 49
split_gain=10.2111 2.54203 2.31296 2.52375 1.75433 1.74745 1.6946 1.58387 1.34553 1.7178 1.56724 1.38758 1.18317 1.17914 1.13806 1.22239 1.25778 1.13417 1.13398 1.4522 1.95896 2.03128 1.87133 1.29937 1.79427 2.42541 2.1298 1.19735 1.58157 1.42509
threshold=0.10312500000000001 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 -0.39840999999999999 0.096675000000000011 -1.0000000180025095e-35 0.11658 -0.078469999999999984 0.10584500000000001 0.049530000000000012 0.11387000000000001 -0.077474999999999988 -0.071854999999999988 0.40124500000000002 0.10732000000000001 -0.019414999999999998 -0.48836499999999994 0.090175000000000019 -0.56368999999999991 0.08864000000000001 0.09202500000000001 -0.0040799999999999994 0.082005000000000008 -0.026509999999999995 0.10744000000000002 0.088785000000000017 0.11576000000000002 -0.041389999999999989 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 5 4 -4 6 12 8 9 -8 11 -10 -3 -9 15 18 -17 -11 27 -20 23 -22 -23 24 -21 26 -26 28 -1 -30
right_child=1 2 3 -5 -6 -7 7 13 10 17 -12 -13 -14 -15 -16 16 -18 -19 19 20 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0024636058024534993 0.0017519911584271558 0.0010239902179369923 0.0019760631148238398 -0.00071176746917537539 0.00050338443938078941 -0.00013568138290996637 0.0014793444313993794 0.0010010404448335883 0.0020493245634629611 0.0012719911109528102 0.00072769288474269799 0.00075746005247650833 -0.00030322961904221264 -0.00023998693294288164 0.00061977831527392239 0.00017324907633181505 0.001734707405227824 -0.00011038027917681818 0.0026770768027555461 0.0016288379157921304 -0.00040808171546404307 0.00060018710376237138 0.0021681343625137954 0.0025519984204498904 0.00075908215178384765 -0.00046538352652847841 0.0025790890759208158 0.00094559291143518501 0.0017616180322320453 0.00064177459012903083
leaf_weight=66 90 30 20 31 104 23 82 77 125 20 30 20 26 20 22 23 20 32 23 682 20 38 27 28 40 20 20 37 1301 24
leaf_count=66 90 30 20 31 104 23 82 77 125 20 30 20 26 20 22 23 20 32 23 682 20 38 27 28 40 20 20 37 1301 24
internal_value=0 0.0010354 0.00093463 0.000450377 0.000740913 0.00108939 0.00115038 0.00125281 0.00141217 0.00106876 0.00167512 0.00187114 0.000407781 0.000745159 0.00165073 0.0016603 0.000899509 0.000421301 0.00167436 0.00154757 0.00151788 0.000861001 0.00125149 0.00158856 0.00155316 0.000907967 0.00136575 0.0017541 0.0017756 0.00174133
internal_weight=0 730 640 155 124 485 462 406 309 134 175 145 56 97 2391 2369 43 52 2326 898 875 85 65 790 762 80 60 1428 1391 1325
internal_count=3121 730 640 155 124 485 462 406 309 134 175 145 56 97 2391 2369 43 52 2326 898 875 85 65 790 762 80 60 1428 1391 1325
is_linear=0
shrinkage=0.00455379


Tree=1307
num_leaves=31
num_cat=0
split_feature=1 4 399 2 96 15 0 1 48 3 15 11 48 402 4 3 3 13 43 2 43 3 133 1455 1456 483 2 1208 1375 474
split_gain=8.2924 2.96352 2.41846 2.5322 2.15445 2.02121 1.51163 1.59056 1.31438 1.22128 1.08662 1.74301 1.42589 1.86638 1.66213 1.97442 1.63137 1.37766 2.14935 2.51126 1.83356 1.92281 1.08057 1.89326 1.87965 1.34047 1.31599 1.18518 1.25204 1.04725
threshold=0.096325000000000008 -0.17966999999999997 1.0000000180025095e-35 0.13622000000000004 0.087655000000000025 -0.079929999999999987 -0.10474999999999998 0.13968000000000003 -0.088719999999999979 -0.028564999999999997 -0.15914499999999995 0.086080000000000018 0.093265000000000015 0.085065000000000016 -0.50427999999999995 0.10732000000000001 -0.10115999999999999 0.043850000000000007 -0.23229999999999998 0.10855000000000002 -0.14035499999999998 -0.10519499999999998 0.08784500000000002 -0.23681499999999997 -0.089834999999999984 -0.090599999999999986 0.12992500000000004 1.0000000180025095e-35 0.083830000000000002 0.089190000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 8 6 -5 -8 -3 -10 -1 12 14 -14 16 17 -12 20 -19 -20 -16 -22 23 -23 -25 -26 -24 28 29 -27
right_child=1 2 -4 5 -6 -7 7 -9 9 -11 11 -13 13 -15 15 -17 -18 18 19 -21 21 22 26 24 25 27 -28 -29 -30 -31
leaf_value=0.0018498891032744955 0.0014865871840675001 0.0020504360909419264 -0.00049433621528531784 0.0014211340610250133 -0.0002023770669776601 -0.00058020277346592394 0.0008070576935266168 -0.00030307537984258467 0.0011774479239753945 0.00078522001914662059 0.0030158720242623627 0.00021552674092095473 0.0011602544615037596 -0.00013459752939509506 0.0021157603442590795 0.00016392559511946685 0.0016001283050067416 0.0015356262193948335 0.00097026047508476539 -0.00062813022466215874 0.00047617402940840046 0.0027133848071434893 0.0012037044906959781 0.0005619826681050905 0.0022268432652234639 0.0014450085926184387 0.0021943914077342959 0.0024352500408665427 0.0022108024665359037 0.00075461341280329069
leaf_weight=75 122 20 24 29 26 31 52 38 260 281 20 23 136 22 62 23 45 95 102 20 38 21 460 38 41 898 24 21 35 39
leaf_count=75 122 20 24 29 26 31 52 38 260 281 20 23 136 22 62 23 45 95 102 20 38 21 460 38 41 898 24 21 35 39
internal_value=0 0.000889815 0.000794143 0.000836102 0.000958314 0.000357845 0.00060221 0.000338335 0.00101211 0.000973721 0.00136182 0.0013449 0.00135704 0.000979959 0.0013871 0.0013651 0.00203574 0.00137969 0.00107045 0.000708229 0.0014197 0.00139298 0.00141507 0.00148692 0.00146289 0.001496 0.00125283 0.00146583 0.00144488 0.00141627
internal_weight=0 883 761 737 587 150 119 90 561 541 2238 2163 2140 158 1982 1917 65 1894 217 122 1677 1615 1577 1093 1072 1034 484 993 972 937
internal_count=3121 883 761 737 587 150 119 90 561 541 2238 2163 2140 158 1982 1917 65 1894 217 122 1677 1615 1577 1093 1072 1034 484 993 972 937
is_linear=0
shrinkage=0.00412451


Tree=1308
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 47 2 0 49 4 1 2 0 1 51 48 12 3 4 160 1 50 0 3 157 0
split_gain=449.097 72.1151 42.5774 35.1429 30.2231 21.7369 14.824 13.6427 11.7701 11.5094 9.37195 7.84261 12.1053 8.96079 8.43818 5.42233 4.96032 4.94925 4.7179 4.6296 5.71223 4.59498 4.54093 4.29295 4.25749 4.0692 3.03923 4.00569 3.88608 2.92875
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.25063000000000007 -0.085669999999999982 0.11669000000000002 -0.085989999999999997 0.082620000000000013 0.095780000000000018 -1.0000000180025095e-35 -0.55119499999999988 -1.0000000180025095e-35 0.081315000000000012 0.10861000000000003 -0.076579999999999995 -0.12711499999999995 -0.0045449999999999996 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 11 -6 -5 15 19 12 14 16 -1 29 25 18 -3 20 -7 -16 -18 -20 -21 -13 -24 -28 -29 -4
right_child=1 2 9 8 7 10 -8 -9 -10 -11 -12 13 -14 -15 21 -17 22 -19 23 24 -22 -23 26 -25 -26 -27 27 28 -30 -31
leaf_value=0.003085034507632904 0.0030873721615454091 0.0010908130680606489 0.00081216511680841993 0.0028940757646543258 0.0027678830959003992 0.0031573413110168968 0.0038135651102615699 0.0017154514289878504 0.0018029490090310789 0.0019180652060529974 0.0021180004890336223 0.0033820799357481422 0.0035931975080218588 0.0027758500922711584 0.0016796434856452879 0.00034355459842692551 0.003806380832104096 0.0013269553064882609 0.0023166902230438414 0.0028183816769862102 0.0027614209378949497 0.0025200673703488726 0.0031882627699285878 0.0016897331310224671 0.002040319408870579 0.0030152979884112653 0.0024713026681535358 0.0035228880692429404 0.0029871183957870997 0.0012733172299053686
leaf_weight=49 76 23 83 34 85 158 79 40 61 25 39 465 36 110 20 38 23 120 30 41 164 51 729 123 25 78 28 35 205 48
leaf_count=49 76 23 83 34 85 158 79 40 61 25 39 465 36 110 20 38 23 120 30 41 164 51 729 123 25 78 28 35 205 48
internal_value=0 0.00172174 0.00155298 0.00307944 0.00181841 0.00311548 0.00318331 0.0024311 0.00219346 0.000976988 0.0028124 0.00315609 0.00283742 0.0031858 0.00261069 0.000837775 0.00321466 0.00155967 0.00171833 0.0028822 0.00295569 0.00228333 0.00315358 0.00181267 0.00252366 0.00332939 0.00313852 0.0030032 0.00306525 0.000981137
internal_weight=0 691 615 2430 421 2335 1908 125 95 194 427 1829 156 1673 120 169 1563 296 176 388 322 71 1020 153 66 543 997 268 240 131
internal_count=3121 691 615 2430 421 2335 1908 125 95 194 427 1829 156 1673 120 169 1563 296 176 388 322 71 1020 153 66 543 997 268 240 131
is_linear=0
shrinkage=0.00148603


Tree=1309
num_leaves=31
num_cat=0
split_feature=1 3 4 48 0 16 51 13 47 16 16 1 45 124 402 402 13 52 42 12 15 1213 3 3 41 160 479 480 159 0
split_gain=8.52346 2.26846 1.80641 1.69512 1.57389 1.58049 1.50625 1.62408 1.16232 1.30748 1.32284 1.26125 1.05117 1.2542 1.09299 1.58764 1.34272 2.81954 1.39192 1.6406 1.13948 1.09752 1.05658 2.0235 1.59981 1.10236 1.036 1.1489 1.00666 0.990383
threshold=0.10312500000000001 0.31299000000000005 -0.04890499999999999 0.14093000000000003 -0.070499999999999993 0.15273500000000004 0.10876000000000001 -0.15714499999999998 0.085770000000000027 -0.42170999999999997 -0.088159999999999988 0.13559000000000002 0.081955000000000014 -0.076779999999999987 0.089785000000000018 0.10491500000000002 0.038215000000000006 0.10744000000000002 0.088575000000000015 0.082095000000000015 0.095175000000000023 -0.0086699999999999989 -0.14847999999999997 -0.10831999999999999 0.079300000000000009 -0.54200499999999985 0.086465000000000014 -0.08342999999999999 -0.023324999999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 6 -2 -6 7 -4 9 -9 11 -11 13 -1 16 -16 22 18 19 -18 21 -21 24 -24 -15 28 27 -27 -25 -29
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=0.00090454683434464708 0.0025319587943772072 0.00031634467904611608 0.0017560031824606825 -0.00021637244233576138 0.00044145065131884209 0.0016391872223312492 0.0017027809115606753 0.00098434032358055666 0.0011590307117137764 -0.0010916608849150468 0.00059578611209924618 0.0004627777153392705 0.0022962205788816699 0.00272387515517867 0.0022765346365382732 0.0014878059628910503 0.00029378215259908428 2.1442051667146316e-05 0.0023978776800106317 0.00074800339993226137 0.00037451622696151726 0.0016687778094901108 0.00033215193030919544 0.0026341498052013554 0.0012552807070408216 0.0022476330019207133 0.00069858699543199048 0.0010487263763855057 0.0014496497305139684 0.001455032506645801
leaf_weight=90 22 115 35 26 32 62 44 116 108 20 130 20 26 30 68 174 33 39 20 31 20 124 32 28 27 33 37 125 27 1427
leaf_count=90 22 115 35 26 32 62 44 116 108 20 130 20 26 30 68 174 33 39 20 31 20 124 32 28 27 33 37 125 27 1427
internal_value=0 0.000880587 0.000986096 0.000871724 0.0014781 0.00123145 0.000931534 0.000852432 0.000772166 0.000626077 0.000381615 -0.000314442 0.00142094 0.00141132 0.00143136 0.00170943 0.00139826 0.00110897 0.001295 0.00118895 0.00135775 0.00148462 0.001442 0.00142245 0.00202823 0.00144325 0.00142259 0.00143949 0.00205267 0.00142231
internal_weight=0 730 615 499 116 94 473 429 394 286 170 40 2391 2365 2275 242 2033 267 228 208 175 155 1766 1709 57 1677 1622 1585 55 1552
internal_count=3121 730 615 499 116 94 473 429 394 286 170 40 2391 2365 2275 242 2033 267 228 208 175 155 1766 1709 57 1677 1622 1585 55 1552
is_linear=0
shrinkage=0.00437696


Tree=1310
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 14 2 34 1 3 4 4 1 51 0 1 3 4 13 12 1 31 47 14 1
split_gain=414.527 67.0295 38.6161 35.0343 23.3493 20.7674 13.0253 13.0225 11.4543 11.2361 10.6765 7.67754 7.6603 7.43025 8.66395 6.69163 5.36455 11.0515 5.00658 4.17151 4.01973 5.59062 3.86291 3.76748 3.52881 3.47834 3.44257 3.40606 4.27963 3.36077
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092365000000000017 0.13082500000000002 0.13501500000000002 0.11474000000000002 0.09253500000000002 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 0.080270000000000022 -0.12018999999999998 0.27834500000000006 -0.013125 0.093100000000000002 0.11144500000000002 -0.092759999999999995 0.076935000000000017 -0.097604999999999983 -0.0070899999999999991 -1.0000000180025095e-35 0.090285000000000018 0.088975000000000012 -0.077289999999999984 0.090100000000000013 -0.23083499999999998 0.11690500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 10 11 16 22 -5 13 12 26 18 -15 -14 20 24 -1 25 21 -7 -6 -17 -18 -16 -4 28 -3 -30
right_child=1 2 6 9 8 7 -8 -9 -10 -11 -12 -13 15 14 19 23 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0027473096620931922 0.0025675682540100687 0.0016362085726042939 0.00079591524323836707 0.0023675375365315946 0.0027768819733648416 0.0020263929966102051 0.0015593539689639042 0.0016929746898817124 0.0011898355039184712 0.0013629417643192369 0.0032507710441737358 0.00036786036238985225 0.0016229341379576921 0.0017657538955366476 0.0026173039197447032 0.00060123681686090563 0.0026069963994029758 0.0015043359078148681 0.002175544067721781 0.0026301632548869532 0.0027985499736406074 0.0025600307506571033 0.002098696375320409 0.0013248363582174679 0.0022844009039515076 0.0020881591327547066 2.1097843849892521e-05 0.0016609828356879493 0.0011715856553519476 0.00063200251464755807
leaf_weight=960 76 33 22 34 23 46 37 48 24 61 62 99 32 28 42 43 102 30 31 400 101 236 58 21 191 58 23 33 140 27
leaf_count=960 76 33 22 34 23 46 37 48 24 61 62 99 32 28 42 43 102 30 31 400 101 236 58 21 191 58 23 33 140 27
internal_value=0 0.00132691 0.00117359 0.00255607 0.00149125 0.00258999 0.000785987 0.00239876 0.00203951 0.00172248 0.00268118 0.000666759 0.000876624 0.00265794 0.00252376 0.00110009 0.00244674 0.00231382 0.00272942 0.00256621 0.00255884 0.00247298 0.00229127 0.000838668 0.0023967 0.0023104 0.000399897 0.00124418 0.0011754 0.00108435
internal_weight=0 691 615 2430 338 2335 277 754 105 95 1581 240 141 1519 528 96 706 323 991 500 383 282 81 64 293 100 45 233 200 167
internal_count=3121 691 615 2430 338 2335 277 754 105 95 1581 240 141 1519 528 96 706 323 991 500 383 282 81 64 293 100 45 233 200 167
is_linear=0
shrinkage=0.00140032


Tree=1311
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 454 1 456 457 0 3 160 52 0 160 47 123 402 160 12 12 4 16 2 400 1424 16 12 131 4
split_gain=8.68088 2.32008 1.55457 2.04402 1.90832 1.4799 1.42816 1.41842 1.6051 1.12946 1.1711 1.10475 2.31903 2.01744 1.07198 1.01906 1.26362 1.0765 1.0545 1.10102 1.62636 1.09902 0.943376 0.937224 0.952229 0.911193 0.933373 1.58593 2.03359 1.57647
threshold=0.11829500000000003 0.10188000000000001 0.079915000000000014 0.085875000000000021 -0.0091949999999999983 -0.037229999999999992 0.16773500000000005 0.07672000000000001 0.045365000000000009 -0.07384499999999998 -0.014944999999999998 -1.0000000180025095e-35 -0.067494999999999986 -0.06563999999999999 -0.10151499999999998 0.085505000000000012 0.08128500000000001 0.091530000000000014 -1.0000000180025095e-35 0.11734000000000001 0.090545000000000014 0.51388000000000011 -0.074319999999999983 0.10097500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.19444000000000003 0.092355000000000007 0.094540000000000013 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 -3 15 8 11 -1 -11 12 -7 14 -14 17 -17 18 21 20 22 -2 -20 24 25 26 29 -28 -29 -6
right_child=6 5 3 -5 23 7 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014739604165544876 0.0017589440037260136 -2.3921263965228172e-05 0.0028094612191282621 0.0013545484814302688 0.0023590592007261078 -0.00047448171070200366 -0.00043027127508811285 0.0021629732564720336 0.00041571540651230964 0.00090611195534161053 -0.00044253877235392574 0.0013229266777596061 0.002107663613144746 0.00032051544909166891 0.0008961574992129691 0.0013878809278794614 0.00022888916781999073 -0.00040359714931053698 0.00077588566243228364 0.0013136538834777284 -0.00088066567067751058 0.0005944484167659847 -0.00011699255415588071 0.0024159101991659431 0.0020347200163897431 0.0023758689063351959 0.0014407229938289854 -0.00010452413680757138 0.0016542580430663918 0.0014274492734239646
leaf_weight=29 30 21 38 39 37 22 23 28 56 33 21 404 37 38 24 75 25 21 77 25 20 35 34 20 53 20 94 38 20 1684
leaf_count=29 30 21 38 39 37 22 23 28 56 33 21 404 37 38 24 75 25 21 77 25 20 35 34 20 53 20 94 38 20 1684
internal_value=0 0.00137928 0.0014498 0.00207256 0.00142639 0.00114133 0.0006466 0.00118151 0.00113421 0.000763292 0.000381637 0.00121085 0.000836631 0.00112799 0.00163101 0.000719021 0.00109813 0.000562363 0.000654152 0.000455086 0.000291238 0.00113191 0.000502391 0.00145439 0.00144451 0.00142798 0.00141786 0.00108251 0.000501952 0.00144748
internal_weight=0 2756 2126 77 2049 630 365 609 581 83 54 525 121 99 61 342 100 242 221 156 131 65 111 1966 1946 1893 1873 152 58 1721
internal_count=3121 2756 2126 77 2049 630 365 609 581 83 54 525 121 99 61 342 100 242 221 156 131 65 111 1966 1946 1893 1873 152 58 1721
is_linear=0
shrinkage=0.0044645


Tree=1312
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 106 44 1 0 2 52 3 49 43 43 47 456 16 16 1 51 0 1444 4 3 41 160 1447 16 0
split_gain=7.14296 2.51419 1.978 1.64555 1.59817 1.36782 1.54922 1.10403 1.71554 2.18474 2.07298 1.68844 1.16142 1.23247 1.0893 1.03296 1.23791 1.26599 1.33464 1.29502 0.915349 0.908837 1.27717 1.20362 1.18753 1.90142 1.92874 0.931486 1.23582 2.33776
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 0.085655000000000009 0.081805000000000017 0.089625000000000024 -0.097024999999999986 -0.0091949999999999983 0.008405000000000001 0.096675000000000011 -0.0087849999999999977 -0.010344999999999998 -0.052894999999999991 0.11227500000000001 0.086080000000000004 -0.083539999999999989 -0.079504999999999978 0.091095000000000023 -0.17684999999999998 -0.14920999999999998 -0.084274999999999989 -0.55119499999999988 0.084940000000000015 0.079395000000000007 -1.0000000180025095e-35 -0.086059999999999984 -0.072804999999999981 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 21 10 -10 11 12 14 -14 -9 16 17 -11 -19 -20 -21 24 -23 -24 25 26 -1 -25 -29 -30
right_child=3 -3 -4 -5 -6 -7 -8 8 9 15 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 22 23 27 -26 -27 -28 28 29 -31
leaf_value=0.0018762207700913072 -0.00041089421179070859 0.00047930292900079087 -4.5063374466630493e-05 0.0017704621440615572 0.00065301010957552225 0.00037729159273304394 0.0024202836558395052 0.00080288840857709455 0.00027137419107252711 0.0022723512069394739 -0.00060699448328039793 0.0021291861170431459 0.00052409292094002355 0.0018322014980956557 -0.00066084797431498286 0.00092418365836263977 0.0027647810009408511 0.00019703159236664745 0.0003815660265565456 0.0025642665024172132 0.001495019253827018 0.00020152157203936799 0.0025999110569667914 0.0019738846571956954 0.0011793856694030272 0.001085932731273703 0.003988812976511426 0.0015524469398616068 -0.00026328727662048787 0.0013291206973562791
leaf_weight=21 39 75 23 28 285 31 37 30 40 46 22 27 35 35 21 71 20 21 24 21 264 20 22 76 33 20 21 832 23 858
leaf_count=21 39 75 23 28 285 31 37 30 40 46 22 27 35 35 21 71 20 21 24 21 264 20 22 76 33 20 21 832 23 858
internal_value=0 0.00136949 0.00139427 0.000624023 0.000524948 0.00140666 0.00141875 0.00140452 0.00123329 0.00137697 0.000804784 0.00101464 0.000765943 0.00117815 0.000200173 0.00147167 0.00156983 0.00150627 0.00139948 0.0014812 0.00157381 0.0014647 0.00144031 0.00145399 0.00193478 0.00233684 0.00293252 0.0014399 0.00141621 0.00128755
internal_weight=0 2769 2694 352 324 2671 2640 2603 677 507 170 148 121 70 51 467 396 376 330 309 285 1926 1831 1811 95 62 42 1789 1713 881
internal_count=3121 2769 2694 352 324 2671 2640 2603 677 507 170 148 121 70 51 467 396 376 330 309 285 1926 1831 1811 95 62 42 1789 1713 881
is_linear=0
shrinkage=0.00492917


Tree=1313
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 14 4 4 0 15 1 0 52 4 1 4 15 47 0 16 12 4 12 150 3 12 2 50
split_gain=447.296 75.8616 46.6531 40.7104 21.4753 17.4036 17.8701 15.8203 15.4807 14.9428 11.0767 10.6018 10.4639 8.43228 7.76937 9.31186 6.65224 5.30791 4.8184 4.99799 5.02976 4.53693 4.21667 3.97738 6.68758 3.67591 5.03832 3.6492 4.34572 3.56462
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.14285500000000004 0.062655000000000016 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.10469999999999999 0.077845000000000011 -0.07929499999999999 1.0000000180025095e-35 0.27044500000000005 0.15471500000000002 -0.013514999999999998 0.024640000000000006 1.0000000180025095e-35 -0.23091999999999999 -0.039889999999999988 -1.0000000180025095e-35 -0.49013999999999996 0.08401500000000002 0.08926000000000002 0.0068900000000000012 0.09320500000000001 0.099185000000000009 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 6 22 9 17 10 11 -1 -5 29 15 -11 -7 -4 19 20 -2 -13 -3 27 -25 26 -22 28 -15 -12
right_child=1 5 8 12 -6 16 -8 -9 -10 14 13 21 -14 23 -16 -17 -18 -19 -20 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0035429603882753506 0.0021528553795379206 0.0015846926243392495 0.0032263085994522099 0.0028793832498112313 0.0021544389849798983 0.0010573253304885992 0.00089098521783229317 0.0037281647716155678 0.0019128686854275267 0.0027323522903503119 0.0032662817497575609 0.0020470998788544533 0.0018396571802434603 0.0036748956754568203 0.0031024838149577433 0.0017218187227414903 0.00036062768142470185 0.0026446584868272081 0.0023600602394357908 0.0021697269795167558 0.0014199045392407591 0.0028265634165450483 0.0023080997226946308 0.0023962004972234653 0.0030258156858808029 0.0010853737167261992 0.0020893134510882295 0.0028860976126469534 0.0030106397414141704 0.0030203995476343402
leaf_weight=20 27 25 73 28 48 139 42 84 36 163 1041 39 67 54 106 21 35 57 24 36 81 25 48 37 493 36 32 36 32 136
leaf_count=20 27 25 73 28 48 139 42 84 36 163 1041 39 67 54 106 21 35 57 24 36 81 25 48 37 493 36 32 36 32 136
internal_value=0 0.0017603 0.00216157 0.00306266 0.00309995 0.00120214 0.00163328 0.00311979 0.00274174 0.0030966 0.0031424 0.00263524 0.0021461 0.00316569 0.00279447 0.00261702 0.000917185 0.00297128 0.00175349 0.00168482 0.00158563 0.00235158 0.00206036 0.00303538 0.00298186 0.00148284 0.00160947 0.0032679 0.00342773 0.00323787
internal_weight=0 691 402 2430 2335 289 115 2287 166 2203 1913 84 95 1829 290 184 174 130 236 212 176 64 73 652 530 149 113 122 86 1177
internal_count=3121 691 402 2430 2335 289 115 2287 166 2203 1913 84 95 1829 290 184 174 130 236 212 176 64 73 652 530 149 113 122 86 1177
is_linear=0
shrinkage=0.00142833


Tree=1314
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 2 1 1 14 1 0 52 40 159 150 2 2 50 4 0 159 1 4 0 1 4 160
split_gain=401.325 66.5102 38.5469 33.1229 18.878 16.5956 13.3467 12.6591 10.7544 10.3665 8.14968 7.91756 6.57123 6.19643 5.08902 4.97183 4.4332 6.98997 5.67366 4.24118 3.96592 3.74418 3.49171 3.82012 5.69306 3.58755 3.49127 3.36008 3.21842 3.1647
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.089885000000000007 0.27287000000000006 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.077845000000000011 0.14860500000000001 0.062655000000000016 0.091195000000000012 -0.23091999999999999 -0.56176499999999996 -0.065969999999999987 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -0.0091949999999999983 0.086295000000000011 -0.013514999999999998 0.18019500000000002 0.082585000000000006 0.089770000000000016 -0.111605 -0.14001499999999997 0.085110000000000005 0.0052350000000000009 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 11 7 21 15 13 -5 29 12 -1 -6 -15 -3 17 18 -2 -14 -9 -4 23 24 26 -26 -16 -25 -28 -7
right_child=1 5 6 9 8 10 -8 20 -10 -11 -12 -13 19 14 22 -17 -18 -19 -20 -21 -22 -23 -24 27 25 -27 28 -29 -30 -31
leaf_value=0.0026229015918961605 0.0020089167736091922 0.00099830662866284663 0.0025727895135720111 0.0023850322112353496 0.001745730027303781 0.0011544569969875295 0.0014674456677682142 0.00029346341850126158 0.0017520747774973197 0.0014289668518258285 0.00012375516546521089 0.0030756661499362885 0.0018101118325563265 0.0028546142846476406 0.0029267348759412096 0.0017647539794167196 0.0010615919326651491 0.0011811150302883488 0.0013102452561990353 0.0024333281069423224 0.0010969042679011322 0.0021168924924436098 0.0018443183747632306 0.0025194321518773703 0.0023035178870055815 0.0016098121967610993 0.0024423577292702857 0.0031082475724809456 0.00223063691387542 0.00065936182639431096
leaf_weight=1119 50 20 73 28 25 29 36 23 48 67 46 59 21 43 21 56 69 80 34 201 20 55 20 108 25 27 420 20 178 100
leaf_count=1119 50 20 73 28 25 29 36 23 48 67 46 59 21 43 21 56 69 80 34 201 20 55 20 108 25 27 420 20 178 100
internal_value=0 0.00133487 0.00168716 0.00247454 0.00250561 0.000859144 0.00217726 0.00123933 0.00236043 0.00171075 0.000600618 0.00260257 0.00258176 0.00239335 0.00241213 0.00156306 0.0013422 0.00146026 0.00172612 0.00237438 0.000667157 0.0023769 0.0023889 0.00240253 0.00236268 0.00194332 0.00239791 0.00261143 0.00237934 0.000770662
internal_weight=0 691 397 2430 2335 294 164 119 935 95 175 1400 1341 887 862 76 233 164 84 222 43 128 819 799 671 52 619 128 598 129
internal_count=3121 691 397 2430 2335 294 164 119 935 95 175 1400 1341 887 862 76 233 164 84 222 43 128 819 799 671 52 619 128 598 129
is_linear=0
shrinkage=0.00131955


Tree=1315
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 14 2 42 15 1 2 150 159 2 2 39 2 49 12 4 3 15 48 0 0 49 475
split_gain=291.083 50.8961 27.7115 25.4974 13.4809 12.4723 12.9795 11.8947 7.27852 6.19971 6.05852 5.89498 5.2242 8.47011 4.06559 7.55793 6.81434 4.04738 3.71806 4.20516 3.65685 3.48858 4.11937 6.37757 3.30402 3.21906 3.19817 6.15221 4.81119 3.07738
threshold=0.104035 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.42051500000000003 0.14285500000000004 0.40473500000000007 0.062655000000000016 0.14285500000000004 -0.076394999999999977 -0.41396999999999995 0.089625000000000024 0.090425000000000019 0.083250000000000005 0.076905000000000015 0.11474000000000002 -0.0091949999999999983 0.084780000000000008 -0.0050599999999999994 -0.045154999999999994 0.087695000000000009 -0.49013999999999996 0.090900000000000009 -0.090644999999999989 0.093265000000000015 -0.23091999999999999 -0.062764999999999974 -0.073374999999999982 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 8 6 20 -4 12 29 -5 -7 21 17 15 16 -2 -14 -12 -20 -3 22 -1 -24 -8 -23 -16 28 -28 -6
right_child=1 5 7 10 9 11 24 -9 -10 -11 18 -13 13 -15 26 -17 -18 -19 19 -21 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0030955902898326935 0.0022064401713413127 0.001177632402258951 0.0024202081520576179 0.0024309603739159614 0.0026367083639098395 0.00086909471463516316 0.001172061804710836 0.0014765711357500703 0.0029847175486477661 0.0017594418627225588 0.0011256983549604227 0.00019702032453749294 0.0018507708392718411 0.0015605836548594682 0.0017266916912315304 0.0012128167574991368 0.0014170457381032502 0.0024888190370674175 0.0013380731531987167 0.002156184933826705 0.0017990135331711901 0.0025309588125391079 0.002640097154620782 0.0019067394317858173 0.00048067475086519657 0.0021713350522841457 0.0011878859407642448 0.0016698686177627421 0.00028863745516683517 0.0022945664078241161
leaf_weight=37 51 26 127 21 60 114 23 33 76 39 24 33 21 23 21 55 37 272 22 28 65 617 747 24 33 53 28 25 20 366
leaf_count=37 51 26 127 21 60 114 23 33 76 39 24 33 21 23 21 55 37 272 22 28 65 617 747 24 33 53 28 25 20 366
internal_value=0 0.00144826 0.00177531 0.00247827 0.0025072 0.00100664 0.00129506 0.00222558 0.00256026 0.00229383 0.00176713 0.000718221 0.00254228 0.00237886 0.00147133 0.00162003 0.00187454 0.00244309 0.00157875 0.00179622 0.00162148 0.00257722 0.00263917 0.00261727 0.000764637 0.00250251 0.00124511 0.00110658 0.000813199 0.00234276
internal_weight=0 691 397 2430 2335 294 147 160 1870 465 95 147 1794 316 237 143 88 293 74 50 91 1478 808 771 56 670 94 73 48 426
internal_count=3121 691 397 2430 2335 294 147 160 1870 465 95 147 1794 316 237 143 88 293 74 50 91 1478 808 771 56 670 94 73 48 426
is_linear=0
shrinkage=0.00140032


Tree=1316
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 4 0 2 4 15 150 158 0 156 4 1 48 4 0 12 47 157 4 15
split_gain=472.719 76.6344 48.7111 37.8543 27.3422 24.5406 18.7426 13.7291 12.9701 12.4167 11.5064 9.2534 9.18602 9.12107 8.63659 8.22214 6.51397 6.15398 5.5295 5.91537 4.89767 4.60036 4.32511 4.96056 11.8088 4.28978 3.90944 3.55685 3.50756 3.44848
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.14285500000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 0.14753000000000002 0.27834500000000006 -0.097454999999999986 1.0000000180025095e-35 0.085030000000000008 -0.079119999999999982 -1.0000000180025095e-35 -0.0070899999999999991 0.083345000000000016 0.093265000000000015 -0.17966999999999997 -0.060129999999999996 0.095780000000000018 0.078345000000000012 -0.23976499999999998 -0.036839999999999991 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 26 6 11 13 20 16 -5 12 15 14 -4 -1 25 21 27 -20 -6 -13 23 -21 -25 -7 -3 -14 -2 -23
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 17 18 -15 -16 -17 -18 -19 19 22 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0032760146145008194 0.0032008188570969301 0.0015035849241894861 0.0017020395700927439 0.0027564318055430378 0.0032886158065008448 0.0029660795909639344 0.0037098796881570961 0.0018504178317816521 0.0015673410975865292 0.001955787660124973 0.0017654357452993041 0.0027642304078686029 0.0025677807461898699 0.00059707453451189932 0.00095974825338928608 0.002293081186697236 0.0021161420584373783 0.0032366512847201157 0.0036071811808657847 0.0032843849753510855 0.002511182306819655 0.0025636285157523389 0.0022990096695016888 0.0029369281824975437 0.0018469660926972316 0.0026714959367571123 0.0019771383203782268 0.0031379094150340587 0.002532222595486174 0.0017917551822972261
leaf_weight=23 50 184 40 34 21 181 79 37 24 39 63 81 21 87 113 53 27 33 24 65 56 24 21 296 20 192 40 1152 21 20
leaf_count=23 50 184 40 34 21 181 79 37 24 39 63 81 21 87 113 53 27 33 24 65 56 24 21 296 20 192 40 1152 21 20
internal_value=0 0.0016541 0.001495 0.00295326 0.00185553 0.00298794 0.00305515 0.001072 0.00244855 0.00269521 0.0021128 0.00302693 0.00305689 0.000951994 0.00115381 0.00259055 0.00276731 0.00270933 0.00307905 0.00294509 0.00272321 0.00257012 0.00290556 0.00293899 0.00286794 0.00281444 0.00158815 0.0031277 0.00300307 0.00221278
internal_weight=0 673 602 2448 325 2351 1912 277 101 439 97 1833 1675 240 153 76 400 158 1599 426 77 125 402 381 316 373 224 1173 71 44
internal_count=3121 673 602 2448 325 2351 1912 277 101 439 97 1833 1675 240 153 76 400 158 1599 426 77 125 402 381 316 373 224 1173 71 44
is_linear=0
shrinkage=0.00137286


Tree=1317
num_leaves=31
num_cat=0
split_feature=1 2 0 4 106 3 132 14 15 4 14 1446 2 13 147 4 1429 1446 0 1429 50 157 50 15 49 16 0 50 1212 1212
split_gain=12.6491 3.20362 1.84767 1.8124 1.66153 1.65041 1.77384 1.54449 1.42626 1.42222 1.40703 1.3957 1.45874 1.28812 1.23782 1.28352 1.17362 1.17138 1.22838 2.17625 1.93063 1.93205 1.61157 2.33928 1.51733 1.64082 1.63716 1.27216 1.35114 2.11471
threshold=0.11829500000000003 0.10188000000000001 -0.13027499999999997 0.42642000000000008 0.086340000000000014 0.31370500000000007 0.10365500000000001 0.076175000000000007 -0.41396999999999995 0.27834500000000006 -1.0000000180025095e-35 0.10734500000000001 0.15361500000000003 -0.14179999999999995 0.089365000000000014 -0.0043399999999999992 -0.087914999999999979 0.11581000000000001 -0.075934999999999989 0.086825000000000013 0.089465000000000017 -0.06266999999999999 0.10883000000000001 -0.010414999999999999 0.036705000000000008 0.083160000000000026 1.0000000180025095e-35 0.083090000000000011 0.11930500000000001 0.10654500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -2 8 10 -7 -10 -1 12 13 -4 16 -16 -12 18 22 20 21 -20 27 -24 25 26 -23 28 29 -18
right_child=5 2 11 -5 -6 6 -8 -9 9 -11 14 -13 -14 -15 15 -17 17 -19 19 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028221910303077376 0.00092617718794610403 0.00076582231926784782 0.0006211428913603656 0.0021991344028352584 0.00057058790496105803 0.00071741957786024464 0.0011670546411703961 0.0023528182687582856 0.0001325586984658206 -0.0015847832739191974 0.0025949247019813903 0.00033668081512920812 0.00039459763173395768 0.0016865466141496976 0.0016676514969408735 0.00010565643344031776 0.0017539400084016067 0.0028118785809020559 -7.4343611125543552e-05 0.0028523825975954598 0.0020026179256103101 0.0013344679964000681 0.0016912339401930205 0.00040897381770846212 0.00016898472113547949 0.0019681243910457131 -7.2803252528176024e-05 0.0021434993942530335 0.0028199906252450871 0.00026042907369511437
leaf_weight=24 275 142 25 21 25 22 28 85 20 20 32 20 21 401 24 20 1156 20 23 22 78 120 94 43 22 75 20 199 24 20
leaf_count=24 275 142 25 21 25 22 28 85 20 20 32 20 21 401 24 20 1156 20 23 22 78 120 94 43 22 75 20 199 24 20
internal_value=0 0.00165312 0.00136791 0.000950482 0.00173764 0.000751 0.000215736 0.00175152 -0.000213891 -0.000726112 0.00172617 0.00151361 0.00156626 0.00162402 0.00171297 0.000957654 0.00173003 0.00171558 0.00170402 0.00146459 0.00137426 0.00118576 0.00176013 0.00128877 0.00130805 0.0014246 0.00113343 0.00180629 0.00175037 0.00172854
internal_weight=0 2756 630 163 2126 365 90 2101 62 40 2016 467 447 426 1992 44 1948 1916 1896 360 338 260 1536 137 237 215 140 1399 1200 1176
internal_count=3121 2756 630 163 2126 365 90 2101 62 40 2016 467 447 426 1992 44 1948 1916 1896 360 338 260 1536 137 237 215 140 1399 1200 1176
is_linear=0
shrinkage=0.00455379


Tree=1318
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 0 47 1 4 2 12 4 132 475 48 52 49 1 133 12 147 13 160 13
split_gain=456.802 75.3315 45.5366 39.4863 31.0602 19.8648 14.6284 14.5148 11.9967 11.462 9.96388 7.82271 11.2853 13.2768 8.21101 5.54584 4.60905 5.43299 4.60064 4.53208 4.68029 4.25524 3.84198 3.80992 3.65875 3.09074 3.06561 4.12607 4.35073 2.918
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14285500000000004 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.17025000000000004 0.087765000000000024 -0.52556499999999995 0.08696000000000001 -0.066784999999999983 0.082620000000000013 0.056145000000000007 -0.070909999999999987 0.089770000000000016 0.089200000000000015 0.11734000000000001 0.099730000000000027 -0.0044799999999999987 -0.013084999999999998 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 -6 11 15 -5 19 12 13 -1 16 29 17 -13 24 -7 25 -22 -15 -19 26 -21 27 -3 -29 -4
right_child=1 2 8 9 6 10 -8 -9 -10 -11 -12 14 -14 22 -16 -17 -18 23 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0025989477166452253 0.0026078648996159175 0.0011366671487079481 0.00044323163431462246 0.0023494742855874979 0.0023026622518405745 0.0027984384888638004 0.0012757331582575753 0.0032677143298934968 0.0014741443530522369 0.0013348282086975488 0.0016712156287575115 0.0034899965025058186 0.0030972347232169385 0.0021467455606064248 0.0023223552772564647 4.3492826962902415e-05 0.0026356692308198617 0.0027870351706025653 0.00062173329406771491 0.0024830015589912355 0.0016952453264243192 0.0024564607187096145 0.0013812680012398187 0.0022411573641945674 0.00078509120892152637 0.0020069163818883882 0.00074131566922274253 0.0019831120498669235 0.0013323854517178736 0.00090742528053654225
leaf_weight=61 76 115 79 34 85 52 40 79 25 61 39 21 31 20 116 50 816 702 30 246 36 24 36 26 36 30 20 29 66 40
leaf_count=61 76 115 79 34 85 52 40 79 25 61 39 21 31 20 116 50 816 702 30 246 36 24 36 26 36 30 20 29 66 40
internal_value=0 0.00129262 0.00113008 0.00258293 0.00138874 0.00261894 0.00197404 0.00268004 0.000568766 0.00169796 0.00234592 0.00265466 0.00234602 0.00214698 0.00268183 0.000434834 0.00270848 0.0027878 0.00114157 0.00241373 0.0023542 0.00199973 0.00165465 0.00276754 0.0012002 0.00243125 0.00126518 0.00131507 0.00153103 0.000599263
internal_weight=0 691 615 2430 421 2335 125 1908 194 95 427 1829 148 117 1681 169 1565 749 296 388 336 60 56 728 266 276 230 210 95 119
internal_count=3121 691 615 2430 421 2335 125 1908 194 95 427 1829 148 117 1681 169 1565 749 296 388 336 60 56 728 266 276 230 210 95 119
is_linear=0
shrinkage=0.00140032


Tree=1319
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 150 0 1 4 4 15 12 4 1 3 47 15 3 4 160 1 51 0
split_gain=767.168 120.83 78.8196 63.3696 43.7517 37.3259 27.4651 21.2448 19.4617 19.1991 17.2434 14.7722 12.8387 11.9666 15.5357 10.0146 9.9304 9.04812 7.88341 5.90259 5.27022 5.18998 5.00456 4.40021 4.34543 4.10958 3.72208 3.53091 4.39577 3.35699
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.40473500000000007 0.14960000000000004 1.0000000180025095e-35 -0.10474999999999998 0.085345000000000018 0.40945500000000007 0.0061450000000000003 -0.097454999999999986 0.087765000000000024 -0.51843499999999987 0.089875000000000024 -0.13927999999999999 0.090100000000000013 -0.033689999999999991 -0.010424999999999999 -0.0070899999999999991 0.085755000000000012 0.11669000000000002 -0.085989999999999997 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 11 -5 12 25 15 21 14 23 -4 18 -16 19 -15 -21 -7 27 -1 -17 -6 -19 28 -3 -20
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 -13 -14 16 17 24 -18 26 29 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033773375861440038 0.0029668582546279547 0.0005933864540892174 0.0011494202892462515 0.0027114951887653982 0.003195377446927058 0.0031903933051363699 0.0039251235079780875 0.0015529299480502108 0.0013968966269361143 0.001819361191952112 0.0014374427553464552 -0.00012575141665500562 0.0018203422090149431 0.0039650764782098342 0.0028427302641111066 0.00074983793658678138 0.0026856632417896391 0.0013415445617565929 0.0030561976118553364 0.0032332263168701786 0.002537100766759543 0.0027488228036300368 0.0016989391797594482 0.0027422936900706523 0.00017872179067200612 0.002457200810790581 0.0021856312890660753 0.00074738815793051901 0.0012996814949727356 0.0026780713225958703
leaf_weight=46 74 20 48 34 21 62 76 34 63 48 32 79 27 21 25 41 106 20 762 696 22 330 32 40 72 50 21 43 127 49
leaf_count=46 74 20 48 34 21 62 76 34 63 48 32 79 27 21 25 41 106 20 762 696 22 330 32 40 72 50 21 43 127 49
internal_value=0 0.00127873 0.00107019 0.00296686 0.00153659 0.00301263 0.00310047 0.000516966 0.00185768 0.00265823 0.00229088 0.000370205 0.00275433 0.00306581 0.00268978 0.000613562 0.00310032 0.00217875 0.00312868 0.0032333 0.0032119 0.00281866 0.00118663 0.00308197 0.000385941 0.00267553 0.00177388 0.00110034 0.00120359 0.00303335
internal_weight=0 673 599 2448 325 2351 1884 274 97 467 103 240 419 1808 152 161 1656 66 1550 739 718 392 222 86 113 71 41 190 147 811
internal_count=3121 673 599 2448 325 2351 1884 274 97 467 103 240 419 1808 152 161 1656 66 1550 739 718 392 222 86 113 71 41 190 147 811
is_linear=0
shrinkage=0.00140032


Tree=1320
num_leaves=31
num_cat=0
split_feature=1 4 148 3 12 40 2 4 51 14 123 3 52 43 43 123 4 12 48 0 43 48 15 1 4 16 0 15 16 0
split_gain=15.3019 3.74943 2.2322 1.94711 2.15105 2.38902 1.82373 1.57598 1.39346 1.33989 1.42585 1.32466 1.67446 1.41604 1.73216 1.82478 1.31749 1.83299 1.3569 1.31829 1.18876 1.15401 1.1143 1.13928 1.09464 2.38526 1.39141 2.16419 2.50047 1.86982
threshold=0.10312500000000001 0.27287000000000006 -0.066239999999999979 0.149315 -1.0000000180025095e-35 -0.0061149999999999998 0.25063000000000007 0.40124500000000002 0.08955500000000001 0.062655000000000016 1.0000000180025095e-35 -0.13309499999999996 0.12418000000000001 0.10366000000000002 -0.072864999999999985 0.087260000000000018 -0.013514999999999998 0.092465000000000006 0.091220000000000009 -0.033209999999999996 -0.00067499999999999993 0.08955500000000001 0.094035000000000007 0.07863500000000001 0.033845000000000007 -0.44310499999999992 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 8 11 9 -4 10 24 -3 13 14 15 -13 17 19 20 -6 -18 -5 23 -11 26 -26 27 -1 -29 -28
right_child=1 6 3 21 16 -7 -8 -9 -10 22 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0027139509771301582 8.7800742182430412e-06 0.0015882946032944776 0.0020991358396482539 0.0018189535115643171 0.0042895993932257747 -0.00033825769228621225 -0.0006442016697714943 0.00069360808050391003 0.0004592164153209813 0.0024327982687479561 0.0013934464791794054 -0.0012718354860327857 0.0018918742073599009 -0.00073800748045675831 0.0010642814043478421 0.00076564271439583478 0.0017496091145586673 0.0020218206734106299 0.0027869855119352278 0.0024224828431908814 0.00020749938702307463 0.00030868818566090147 0.0020375380372772258 0.004005841799090238 0.0026619580732691354 0.0015509684946299958 0.0034140814735401197 -0.00013794394290573189 0.0022303614766511315 0.0022095379596244373
leaf_weight=29 25 67 57 23 24 23 24 22 21 25 75 23 31 23 119 30 57 73 26 21 20 43 34 30 78 215 39 31 23 1790
leaf_count=29 25 67 57 23 24 23 24 22 21 25 75 23 31 23 119 30 57 73 26 21 20 43 34 30 78 215 39 31 23 1790
internal_value=0 0.00124328 0.00158498 0.00168654 0.00186108 0.00120311 0.000798093 0.00214349 0.00165762 0.00215695 0.00213138 0.000916233 0.000716993 0.000530217 0.000699806 -0.000118546 0.00216179 0.00255437 0.00171203 0.00341828 0.00134906 0.000834993 0.00281204 0.00329082 0.00215648 0.00184673 0.00220395 0.00151478 0.000870779 0.00223522
internal_weight=0 730 413 388 322 101 317 2391 78 2369 2280 293 226 195 172 53 221 118 103 45 77 66 89 55 2205 293 1912 83 54 1829
internal_count=3121 730 413 388 322 101 317 2391 78 2369 2280 293 226 195 172 53 221 118 103 45 77 66 89 55 2205 293 1912 83 54 1829
is_linear=0
shrinkage=0.0054422


Tree=1321
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 47 14 2 16 49 2 159 2 15 52 4 1 12 49 14 43 1 15 47 43 150 2
split_gain=594.492 94.7427 46.6709 44.4618 28.6528 27.3837 21.8979 20.7285 18.2039 16.3955 11.8255 9.64136 9.458 9.03933 8.37518 8.23154 6.51948 5.96307 5.42129 5.51131 5.46639 5.35879 5.30603 4.99928 4.66156 4.40566 4.13051 4.0798 3.94612 5.87907
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.085505000000000012 0.062655000000000016 0.089885000000000007 -0.061854999999999993 -0.054984999999999992 0.14960000000000004 0.082585000000000006 0.094835000000000017 1.0000000180025095e-35 0.12418000000000001 -0.013514999999999998 0.083345000000000016 0.090165000000000009 0.088340000000000016 0.097795000000000007 0.066275000000000014 0.091195000000000012 -0.41942499999999994 0.090280000000000013 -0.0064299999999999991 1.0000000180025095e-35 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 14 6 9 15 13 10 24 -10 -2 16 28 -1 17 -6 23 20 -20 -17 -11 -12 -4 -15 -14 -5 29 -3
right_child=1 4 5 27 8 -7 -8 -9 11 22 18 -13 26 25 -16 21 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029292024467381544 0.0015580820971258414 0.0019981613014309735 0.0027885070890116869 0.00074834820342584976 0.00028325724008335031 0.0012914709135095088 0.0016674671449751065 0.0013218507975187343 0.00076305658685317751 0.003452261499452674 0.0027061752474895925 0.0017689961759898734 0.0027588226309373984 0.00038078403974111503 0.00072690033686266314 0.0015573360519500626 0.0011997234690122446 0.0010462762271126747 0.0027122878939874672 0.0019338108234300351 0.002351527392873377 0.0024240526998621451 0.0026622766516926685 0.0023200067023779769 0.0025711422469718087 -0.00032286711226914804 0.0022610430879081082 0.0013557042601827205 0.0011888192497278491 0.0011853185368951706
leaf_weight=28 23 40 1111 33 96 26 38 66 45 67 388 28 58 27 38 24 24 23 119 37 211 28 20 72 213 40 63 51 57 27
leaf_count=28 23 40 1111 33 96 26 38 66 45 67 388 28 58 27 38 24 24 23 119 37 211 28 20 72 213 40 63 51 57 27
internal_value=0 0.00118979 0.00261814 0.00189531 0.000828318 0.00266494 0.00268063 0.0018802 0.000569916 0.00269783 0.00267467 0.0011489 0.00234926 0.000368652 0.00127972 0.00234084 0.000559793 0.000430731 0.00254839 0.00242639 0.00248162 0.00202403 0.00327066 0.00264573 0.00275354 -3.93062e-05 0.00249965 0.0011171 0.00144914 0.0016706
internal_weight=0 673 2448 228 445 2302 2276 146 283 2238 2151 73 144 210 162 80 143 119 827 367 330 52 87 460 1324 67 121 84 124 67
internal_count=3121 673 2448 228 445 2302 2276 146 283 2238 2151 73 144 210 162 80 143 119 827 367 330 52 87 460 1324 67 121 84 124 67
is_linear=0
shrinkage=0.00134594


Tree=1322
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 49 14 0 1 4 40 1 2 0 156 4 49 16 48 4 0 52 52
split_gain=472.211 78.1987 38.3381 34.1821 29.2567 23.0749 21.5774 16.0976 15.447 13.7285 11.3933 9.33771 8.82386 6.78913 11.5768 11.1797 9.20656 5.49203 5.04686 4.77709 4.65746 5.76978 4.31923 5.04246 4.88554 4.24393 3.81368 8.15718 3.65164 6.34056
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.09253500000000002 0.14285500000000004 -0.054984999999999992 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 -0.077714999999999992 0.11669000000000002 0.31358000000000003 -0.079119999999999982 -1.0000000180025095e-35 0.42642000000000008 -0.054984999999999992 -0.007794999999999999 0.089965000000000017 -0.17966999999999997 -0.062294999999999996 0.039215000000000007 -0.12647999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 17 -8 -9 13 -4 28 -2 -1 15 -15 20 -3 22 -6 -16 -22 23 -10 -25 26 -23 -28 29 -7
right_child=1 4 10 -5 19 11 7 8 18 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0035982696015837857 0.001745730183383809 0.0011413723268134952 0.0025283114544742886 0.0014271336885984041 0.00071255617848780975 0.002637890431095964 0.0024843176018274011 0.0025015575546917662 0.0017812787267087 0.0034024161412881744 0.0015559921975254111 0.0018745223697159117 0.0026356213649081496 0.0028142705809382773 0.0029105063525045822 0.0020155711795722163 0.0024616355576681011 0.00050053922192873097 0.0010349391667524022 6.1755350528755714e-05 0.0034133713420981321 0.0030609673915258976 0.0020205959478965915 0.0013875889520429702 0.00058808932076499744 0.0021009918899667535 0.0027396617681951859 0.0018893664529003415 0.002716504078809496 0.0021998674484346461
leaf_weight=20 24 47 34 85 84 147 30 22 34 76 61 39 127 64 1140 63 109 50 74 27 22 56 22 45 20 20 288 22 168 101
leaf_count=20 24 47 34 85 84 147 30 22 34 76 61 39 127 64 1140 63 109 50 74 27 22 56 22 45 20 20 288 22 168 101
internal_value=0 0.00148117 0.00274213 0.00210986 0.00115508 0.00277623 0.00134896 0.0015602 0.00143244 0.00284205 0.00190398 0.00250425 0.00249418 0.00281844 0.0028097 0.00241807 0.00283972 0.000811046 0.00131182 0.000554253 0.00286634 0.00274293 0.00148116 0.00136128 0.00114159 0.00270472 0.00273771 0.00267932 0.00256329 0.0024595
internal_weight=0 691 2430 236 455 2335 344 247 217 1880 95 455 151 1804 1784 127 1657 97 195 111 1548 408 121 99 65 386 366 310 416 248
internal_count=3121 691 2430 236 455 2335 344 247 217 1880 95 455 151 1804 1784 127 1657 97 195 111 1548 408 121 99 65 386 366 310 416 248
is_linear=0
shrinkage=0.00134594


Tree=1323
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 14 2 34 4 1 0 1447 31 151 47 13 15 52 159 1 151 1 0 2 43
split_gain=426.457 70.3434 44.6442 33.854 23.5949 21.379 13.6677 13.4317 10.3199 10.3161 10.1456 8.76674 8.47106 6.93645 6.66172 5.73947 4.51323 4.39535 3.89122 4.06996 3.84794 3.7761 3.66696 3.76028 5.73398 5.38039 3.78742 3.7866 3.5848 3.53614
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.13082500000000002 0.14285500000000004 0.11474000000000002 0.077845000000000011 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.091195000000000012 -0.23091999999999999 -0.082869999999999985 -0.077289999999999984 -0.088784999999999989 0.080455000000000013 -1.0000000180025095e-35 -0.41942499999999994 -0.56176499999999996 0.082585000000000006 0.083345000000000016 -1.0000000180025095e-35 0.085110000000000005 -0.070154999999999981 -0.0091949999999999983 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 10 11 15 -6 -5 14 12 17 -14 -1 -7 -17 -4 -3 -20 -15 -13 -18 24 -24 -26 27 -25 -16 -11
right_child=1 2 6 9 8 7 -8 -9 -10 29 -12 21 13 20 28 16 22 -19 19 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0030382981528395045 0.0029007363493435108 0.0019634051165441251 0.0011042373447538857 0.002770883211075202 0.0026043716711373409 0.0021193694018939581 0.0018481624886079453 0.0019414137239706748 0.0015589022614938004 0.0019686222058190252 0.0035876572339139812 0.00096844391935506792 0.0019253981524053562 0.00088696123129306643 0.0022222322710885719 0.0032593280005710572 0.0032149004517175472 0.00022874012768995603 0.0014050741319216603 0.002010660286756295 0.001618247198617938 0.00040315613780113476 0.0027569590647830906 0.0030203603346175742 0.0017119258928973763 0.0025943757437362253 0.0035357271538874508 0.0024175352492664293 0.0028302670207607222 0.0012656063992311335
leaf_weight=1119 76 40 22 28 81 25 37 39 24 47 59 37 32 43 21 40 36 23 168 25 21 62 602 84 20 42 20 27 201 20
leaf_count=1119 76 40 22 28 81 25 37 39 24 47 59 37 32 43 21 40 36 23 168 25 21 62 602 84 20 42 20 27 201 20
internal_value=0 0.00162978 0.00147272 0.0028765 0.00181427 0.00290984 0.00105596 0.00274588 0.00236541 0.00205707 0.00301934 0.000933823 0.00115808 0.00139308 0.00299434 0.0027809 0.00279988 0.000656761 0.0015659 0.00148352 0.00112691 0.000614425 0.00277777 0.00275797 0.0027152 0.00230971 0.0029748 0.00287373 0.00277275 0.00175877
internal_weight=0 691 615 2430 338 2335 277 935 105 95 1400 240 141 96 1341 896 871 45 233 193 64 99 831 795 664 62 131 111 222 67
internal_count=3121 691 615 2430 338 2335 277 935 105 95 1400 240 141 96 1341 896 871 45 233 193 64 99 831 795 664 62 131 111 222 67
is_linear=0
shrinkage=0.00140032


Tree=1324
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 42 14 49 11 40 1 4 1 50 15 39 2 1 4 49 16 43 47 1
split_gain=510.242 86.3455 42.2411 38.4307 31.7395 23.6242 21.8235 16.5257 16.0331 17.7009 15.1825 12.1433 9.74116 8.50538 6.65218 6.12942 5.99237 7.99224 5.64471 5.59977 4.76478 4.7257 5.43515 4.65218 4.32007 4.65214 5.27243 3.99098 3.94326 3.87327
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.17966999999999997 0.089885000000000007 -0.076394999999999977 0.062655000000000016 -0.054984999999999992 1.0000000180025095e-35 -0.077714999999999992 0.088975000000000012 -0.081114999999999979 0.11669000000000002 0.041865000000000006 -0.089964999999999976 0.084780000000000008 -0.0050599999999999994 0.091195000000000012 0.42642000000000008 -0.054984999999999992 -0.007794999999999999 -0.14792499999999997 0.090280000000000013 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 15 10 -8 -10 12 -4 23 -2 16 -3 -12 -18 24 20 29 -13 -23 -1 25 -11 -27 -16 -15 -6
right_child=1 4 11 -5 19 -7 8 -9 9 18 14 21 -14 28 27 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031957331662449025 0.0020069031560406318 0.0013139603377553771 0.0030483193987069089 0.0015942814548440881 0.0010272794287924057 0.0020888266392974988 0.0026942709383449889 0.0018736696915190533 0.0027927870610504018 0.0019490575482737685 0.0029440305881346675 0.0013310392809826152 0.0037408028132695716 0.0031606964792218251 0.0028128945796871046 0.00060961005879031421 0.0030532093533773754 0.0020079751738481533 0.001163102995479313 0.0012212287916774202 -8.2454822926281704e-05 0.0015661221706067745 0.0024962171142708517 0.0029712328247075309 0.0022153626572691057 0.0015756807297037114 0.0007115732833612165 0.0035253477844473615 0.0026671859056462579 0.00033276652327837941
leaf_weight=1117 24 47 21 85 31 48 30 22 22 34 736 24 59 64 21 50 26 32 74 26 22 22 28 216 22 45 20 58 63 32
leaf_count=1117 24 47 21 85 31 48 30 22 22 34 736 24 59 64 21 50 26 32 74 26 22 22 28 216 22 45 20 58 63 32
internal_value=0 0.00166013 0.00302383 0.00234744 0.00130363 0.00306107 0.00151372 0.00308148 0.00173475 0.00160209 0.00309321 0.00210851 0.003184 0.00277141 0.00294844 0.000950893 0.00290988 0.00247653 0.00146776 0.000652542 0.00047859 0.00184181 0.00208698 0.00315936 0.00165407 0.00152934 0.0013098 0.00333596 0.00291588 0.000674511
internal_weight=0 691 2430 236 455 2335 344 2287 247 217 2265 95 1392 151 873 97 794 58 195 111 85 74 50 1333 121 99 65 79 127 63
internal_count=3121 691 2430 236 455 2335 344 2287 247 217 2265 95 1392 151 873 97 794 58 195 111 85 74 50 1333 121 99 65 79 127 63
is_linear=0
shrinkage=0.00140032


Tree=1325
num_leaves=31
num_cat=0
split_feature=1 1 155 1348 12 4 2 132 11 4 14 457 52 12 34 2 12 3 3 1 2 13 124 3 133 42 42 472 16 15
split_gain=22.8473 4.97273 3.35144 2.40843 2.38133 1.95684 1.88613 1.5663 1.41555 1.36516 1.36219 1.65877 1.33773 1.3175 1.3169 2.21158 1.76202 2.23196 1.51445 1.29615 2.48843 1.2095 1.45644 1.19098 1.17377 1.11086 1.2806 1.10817 1.03344 1.81038
threshold=0.10312500000000001 0.13436000000000001 0.089885000000000007 0.091105000000000005 0.088105000000000003 0.40124500000000002 0.092365000000000017 0.090145000000000017 1.0000000180025095e-35 0.41257000000000005 -0.22253999999999999 -0.079829999999999984 0.088785000000000017 0.085355000000000014 -0.038779999999999995 0.13501500000000002 -0.42850999999999995 0.31534000000000006 0.12745000000000004 0.080270000000000022 0.089775000000000008 0.10443000000000001 -0.076779999999999987 -0.10519499999999998 0.089200000000000015 1.0000000180025095e-35 -0.062154999999999995 -0.078554999999999986 -0.010699999999999999 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 6 8 10 19 -6 -2 -12 13 -10 -3 -16 -17 18 -18 -1 23 22 -8 -21 -13 26 -23 -24 -29 -30
right_child=1 14 -4 -5 9 -7 21 -9 12 -11 11 24 -14 -15 15 16 17 -19 -20 20 -22 25 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.0021702610174324354 0.001926198145525117 -0.00034775657193517512 0.0022311668134181216 -0.00022725263985759508 0.0019967829738252642 0.00073694273715275939 0.0011547211290701578 -8.348037227571112e-05 0.0038924163066022892 0.0010193492412934487 0.0021359466839659886 0.0010465075327745342 0.0017586183695318925 0.0024910122729133012 0.0014293393778755969 0.0015574966095365371 0.00019457346249328214 -0.00073629941867640577 0.0015677748888345857 0.00099078981900678834 0.00045977205842864051 0.0015745876633246367 0.0028295547629591917 0.0020116513246445623 0.00010410741622548677 0.0022685818031313466 0.00036821091726258099 0.0020862733371580021 0.0025110370393148342 0.0015798226312824623
leaf_weight=998 37 25 71 20 106 22 44 20 21 35 23 186 20 30 54 20 50 34 21 22 21 43 26 484 28 20 26 334 46 234
leaf_count=998 37 25 71 20 106 22 44 20 21 35 23 186 20 30 54 20 50 34 21 22 21 43 26 484 28 20 26 334 46 234
internal_value=0 0.0011435 0.00136406 0.00122875 0.0012957 0.00201083 0.00202266 0.00107582 0.00210693 0.00175416 0.00116044 0.0010409 0.0026992 0.00306806 0.000574795 0.000703643 0.000390142 0.000167788 0.000600732 0.00207935 0.0019072 0.00184868 0.00190991 0.00196727 0.000923203 0.00137812 0.00112001 0.00196183 0.00192508 0.00173281
internal_weight=0 730 526 455 435 2391 2369 294 1596 141 274 237 71 51 204 179 125 105 71 1525 527 773 684 506 214 89 69 640 614 280
internal_count=3121 730 526 455 435 2391 2369 294 1596 141 274 237 71 51 204 179 125 105 71 1525 527 773 684 506 214 89 69 640 614 280
is_linear=0
shrinkage=0.00429114


Tree=1326
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 0 49 4 2 34 13 1 12 4 475 48 1 3 4 151 47 52 31 0
split_gain=386.986 66.4718 40.4434 30.591 22.4627 18.6234 14.0055 12.7217 12.4702 9.58119 8.79972 8.05485 11.9118 7.37529 7.1709 7.45188 5.94135 5.6627 5.27744 4.82351 4.43736 4.16368 4.06265 3.95698 3.9488 3.77011 3.55292 3.53256 3.44343 3.42358
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.14285500000000004 0.092845000000000025 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.14960000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083345000000000016 0.087765000000000024 -0.52556499999999995 -0.066784999999999983 0.082620000000000013 0.089770000000000016 -1.0000000180025095e-35 0.42051500000000003 -0.089309999999999987 0.080455000000000013 0.056145000000000007 -0.077289999999999984 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 11 14 -6 20 -5 12 17 18 15 28 24 -1 19 -13 -7 -22 -21 -19 -17 -3 -27 -23 -4 -20
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 13 -14 -15 -16 16 -18 23 29 22 21 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0025739993274150699 0.0027034478572383661 0.001813117989398447 0.00091841297996749817 0.0024159964995126323 0.0024459543218743008 0.0028668228301573988 0.0033115508142339788 0.0017029234075819489 0.0013192500321589516 0.0017797809464101806 0.0015591400297519772 0.0035051753191806872 0.0031154133215011608 0.0024053742297773942 0.00049931876552542442 0.0013612603862010418 0.0016165500828286877 0.0014497132869624521 0.0027197883775146054 0.0028575610685540871 0.002507121157238841 0.0018361037765002865 0.0023048930746938372 0.0021702196195432012 0.00071706405624022667 0.0012738733741932318 0.0018283799127536474 0.0025160742865528943 0.00015869301259383446 0.0023524244975982335
leaf_weight=49 76 39 22 37 81 52 79 37 24 39 58 21 36 110 79 29 40 20 765 700 276 36 26 51 47 169 25 24 23 51
leaf_count=49 76 39 22 37 81 52 79 37 24 39 58 21 36 110 79 29 40 20 765 700 276 36 26 51 47 169 25 24 23 51
internal_value=0 0.00149219 0.0013425 0.00265653 0.00166121 0.0026876 0.0027456 0.00095361 0.00218842 0.00242842 0.00189286 0.00272115 0.0024228 0.00274897 0.000838091 0.00100432 0.00118828 0.00221501 0.00277315 0.00285653 0.00249362 0.00243587 0.00283777 0.00196726 0.000962876 0.00142363 0.00134533 0.00210809 0.000530112 0.00269683
internal_weight=0 691 615 2430 338 2335 1908 277 105 427 95 1829 156 1673 240 161 116 120 1563 747 388 336 726 71 76 233 194 60 45 816
internal_count=3121 691 615 2430 338 2335 1908 277 105 427 95 1829 156 1673 240 161 116 120 1563 747 388 336 726 71 76 233 194 60 45 816
is_linear=0
shrinkage=0.00137286


Tree=1327
num_leaves=31
num_cat=0
split_feature=1 4 1 4 150 52 2 0 14 43 15 2 2 2 12 43 1 16 4 4 13 0 160 51 401 13 3 12 151 15
split_gain=20.8689 3.61779 2.66201 2.68454 2.66095 2.35929 2.021 2.70124 1.87949 2.01943 1.74938 1.64836 1.41184 1.4072 1.33805 1.54769 1.80302 1.4722 1.28698 3.24625 2.25102 1.48609 1.36757 1.25114 1.24583 1.51187 1.65073 1.3119 1.16871 1.3951
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.16363499999999997 0.083095000000000016 1.0000000180025095e-35 0.11362000000000001 0.0059850000000000016 0.062655000000000016 -0.52440999999999993 0.099260000000000015 0.25063000000000007 0.11510000000000002 0.14285500000000004 0.098810000000000023 -0.080324999999999994 0.10658000000000002 -0.089669999999999986 -0.27825499999999997 -0.15289999999999995 0.016935000000000002 -0.062764999999999974 -0.0080249999999999991 -0.047599999999999996 0.085900000000000018 0.10820000000000002 -0.086049999999999988 -0.094384999999999983 0.009020000000000002 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 23 13 10 8 12 9 -1 14 24 -8 -2 15 -5 17 -17 20 -20 22 28 -11 -4 25 26 -3 -28 29 -21
right_child=1 11 3 5 -6 -7 7 -9 -10 18 -12 -13 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00066234516907901734 0.0017345646699615778 0.0017551933419832717 0.0018485013003786612 0.0013048767993396879 0.00067253502030937369 0.0020423146577185714 0.00063404702936156775 9.0491323460397493e-06 0.0026143511099065765 0.0026947635312227717 0.0022655741291581983 -0.00045142623729027038 0.0018626775301584019 0.000679563690337699 0.0018163069373265442 0.00059495288510526788 0.0014182312274302901 -0.00074507588803907933 0.00037532203306503501 0.0026628986685867384 0.0035544984540168381 0.0010751677769004655 0.0015811192607137678 0.0029667540487552466 -0.00022615003967590302 -0.0001316869718859146 0.0014371006995548543 0.00054248912761974621 0.0014332196544359823 0.0019801369910326509
leaf_weight=22 169 38 58 63 83 64 20 20 83 37 21 24 124 27 28 36 24 26 24 57 25 34 45 27 23 27 40 123 69 1660
leaf_count=22 169 38 58 63 83 64 20 20 83 37 21 24 124 27 28 36 24 26 24 57 25 34 45 27 23 27 40 123 69 1660
internal_value=0 0.00097225 0.00189059 0.00154106 0.00131652 0.00132608 0.00194522 0.00148679 0.00198179 0.00195517 0.00109457 0.000622968 0.00169203 0.00158923 0.000955637 0.0007939 0.00041958 3.30053e-05 0.00196975 0.0019432 0.00242728 0.00196388 0.00208362 0.00220371 0.000725699 0.000821719 0.000949789 0.000762026 0.0019808 0.0020028
internal_weight=0 554 2567 347 279 262 2220 164 2056 1973 198 275 144 196 177 149 86 62 1951 1844 107 1820 82 85 251 228 201 163 1786 1717
internal_count=3121 554 2567 347 279 262 2220 164 2056 1973 198 275 144 196 177 149 86 62 1951 1844 107 1820 82 85 251 228 201 163 1786 1717
is_linear=0
shrinkage=0.00429114


Tree=1328
num_leaves=31
num_cat=0
split_feature=1 1 155 43 51 15 3 14 15 4 475 52 0 4 1348 52 43 2 43 15 160 1 43 13 13 15 13 13 12 1
split_gain=17.0456 3.7244 2.58679 2.03875 1.8183 1.60241 2.08468 2.52983 1.88347 4.54044 4.60524 5.10281 4.35743 1.71434 1.49676 1.53637 1.49836 1.32901 1.55769 1.33607 1.30093 1.27335 1.17018 1.15974 1.65769 1.68894 1.31726 2.52559 1.88593 1.28669
threshold=0.10312500000000001 0.13436000000000001 0.10158500000000002 0.084740000000000024 -0.41109999999999997 0.040760000000000005 -0.12711499999999995 0.077685000000000018 -0.0063699999999999989 -0.17966999999999997 -0.083794999999999994 0.0031350000000000002 -0.026509999999999995 -0.067104999999999984 0.091105000000000005 0.17829500000000004 -0.23229999999999998 -0.0091949999999999983 -0.081289999999999987 -0.11033999999999998 -1.0000000180025095e-35 0.080270000000000022 -0.065269999999999981 0.0049450000000000006 -0.017449999999999997 0.083840000000000012 -0.085384999999999975 -0.087404999999999997 0.084405000000000022 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 7 -7 12 22 -11 20 13 -1 15 16 -6 -15 -19 -20 -12 -9 -10 24 25 -8 27 -27 -28 -26
right_child=1 -3 -4 -5 14 6 23 21 9 10 11 -13 -14 17 -16 -17 -18 18 19 -21 -22 -23 -24 -25 29 26 28 -29 -30 -31
leaf_value=0.0034338049482436164 0.0024119943901882105 0.00058405695782858663 0.0023666271020360494 0.0024948215999304013 0.0023233637501310009 0.0041585050871762869 0.00059079160044319616 0.0012902736394058668 0.0012949907670792352 -0.0011968678441941444 0.0012511566728247018 -0.0005574542868936965 -0.00033753527842042769 0.0008283777585335483 -0.00028527047175896708 0.0020116877642380438 0.00093833303787105055 0.0023054420381001025 0.0023299589004579882 0.0017512975491108501 0.0029287629282341884 0.0030595838128874273 0.0024795436221643897 0.001697818931017179 0.0023859340055428988 0.0021771736743990723 0.00046921578329159867 0.0036930558066932424 0.0020174519871024961 0.0033405922583382782
leaf_weight=24 29 204 64 33 22 31 20 20 29 25 20 25 20 23 20 48 310 435 140 419 31 23 90 130 272 166 22 35 348 43
leaf_count=24 29 204 64 33 22 31 20 20 29 25 20 25 20 23 20 48 310 435 140 419 31 23 90 130 272 166 22 35 348 43
internal_value=0 0.00117225 0.00140037 0.00126651 0.00117203 0.00206756 0.00221018 0.00304175 0.00194398 0.00151214 0.000712443 0.00134051 0.00203352 0.00207908 0.00108213 0.0011541 0.00103011 0.00204711 0.00207531 0.00189622 0.00227088 0.00223665 0.00219087 0.00215079 0.00221578 0.00205563 0.00210694 0.00244113 0.00192539 0.00251625
internal_weight=0 730 526 462 429 2391 1110 74 1281 220 101 76 1061 1041 400 380 332 1017 994 559 51 43 119 1036 906 591 571 201 370 315
internal_count=3121 730 526 462 429 2391 1110 74 1281 220 101 76 1061 1041 400 380 332 1017 994 559 51 43 119 1036 906 591 571 201 370 315
is_linear=0
shrinkage=0.00512831


Tree=1329
num_leaves=31
num_cat=0
split_feature=1 2 106 3 0 39 43 15 3 132 48 11 43 52 15 2 13 133 49 132 13 49 160 1 43 157 4 16 12 1212
split_gain=13.8089 3.38387 1.97579 1.95636 1.9331 1.7808 1.75868 1.68878 1.57872 1.53571 1.46657 1.32309 2.58507 3.07083 4.27272 1.44395 1.1969 1.81578 1.40898 1.05456 1.31474 1.06534 0.983948 1.50165 0.963277 1.61859 1.37397 2.03172 1.55205 1.30491
threshold=0.11690500000000002 0.10188000000000001 0.086340000000000014 0.30112000000000005 -0.13027499999999997 0.087735000000000021 -0.04890499999999999 -0.23032499999999997 0.11658 0.10365500000000001 0.085485000000000019 1.0000000180025095e-35 0.035560000000000008 -0.0080349999999999987 0.024640000000000006 -0.090999999999999984 -0.093219999999999983 -0.040449999999999993 0.14233500000000002 0.10240500000000001 -0.093839999999999993 0.13173000000000004 -1.0000000180025095e-35 0.14173500000000003 -0.00045499999999999995 -0.082259999999999986 0.0052350000000000009 -0.087874999999999981 0.083785000000000012 0.037395000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 6 16 10 -8 -9 22 -3 15 13 -13 -15 -1 -2 -18 -19 20 -6 -22 -5 -24 26 -26 28 -28 29 -17
right_child=3 4 -4 9 19 -7 7 8 -10 -11 -12 12 -14 14 -16 24 17 18 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00072566000441283266 0.00023320171608293412 -0.00080410892946809732 0.00042964647911306725 0.00067604853482701054 0.00080856150491663461 0.00050939945445983566 0.0022864098366301875 0.0017821371537304711 0.00038205948723191207 0.0010857542837648814 0.00080415566466062057 0.0029074152681582812 0.0036432470802118524 -0.0002170794338868465 0.0024069724651914976 0.002161456347865224 0.00011186080269377873 0.0019243608629139028 0.00058683662273126649 0.0006820841965215459 0.0017292495607101534 0.00067708030235224615 0.00011456661341487711 -0.0015038994537826418 0.0027635591310145122 0.0015291324166320456 0.0018343391044246609 0.0007184370781261137 0.0018169156764164056 0.0034770597151702518
leaf_weight=31 22 20 25 20 45 134 27 29 48 28 35 40 24 26 30 110 20 90 22 32 355 23 31 22 25 515 94 60 1118 20
leaf_count=31 22 20 25 20 45 134 27 29 48 28 35 40 24 26 30 110 20 90 22 32 355 23 31 22 25 515 94 60 1118 20
internal_value=0 0.0016639 0.00175367 0.000709815 0.00135421 0.000908785 0.00090451 0.00126686 0.000909361 0.000142454 0.000219332 0.00176949 0.0022525 0.00190481 0.00118866 0.00174011 0.0012563 0.00142682 0.00166163 0.00151136 0.00157409 0.00166523 -0.00021936 -0.000557249 0.0017563 0.00158628 0.00182179 0.00139957 0.00187389 0.00236386
internal_weight=0 2732 2118 389 614 288 159 104 77 101 55 2093 120 96 56 1973 154 132 112 455 423 378 73 53 1942 540 1402 154 1248 130
internal_count=3121 2732 2118 389 614 288 159 104 77 101 55 2093 120 96 56 1973 154 132 112 455 423 378 73 53 1942 540 1402 154 1248 130
is_linear=0
shrinkage=0.00473777


Tree=1330
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 4 14 1 0 49 4 1 12 15 1 4 42 0 2 0 106 0 43 474 124 14 4
split_gain=299.28 49.7846 32.9124 24.5642 19.0879 16.3977 9.32164 9.17183 9.15666 8.56609 6.73287 6.28862 11.4541 4.43258 10.0444 4.58147 4.39667 4.16106 4.10376 4.03211 8.07842 4.00183 3.98545 3.97003 3.93509 3.27264 3.12408 2.94426 2.93207 2.81076
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.092365000000000017 0.13501500000000002 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 -0.10474999999999998 0.0065400000000000015 -0.013125 0.093100000000000002 0.090285000000000018 0.079055000000000014 0.16540500000000002 0.0082450000000000006 0.084835000000000008 -0.064339999999999994 0.14019000000000004 -0.14226499999999997 0.087690000000000004 -0.090314999999999993 -0.080324999999999994 0.10008000000000002 -0.087144999999999986 -0.23083499999999998 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 9 13 17 -6 11 -5 12 16 24 15 -15 22 -4 19 29 -21 23 -1 27 -7 -12 -26 -3 -29 -13
right_child=1 2 7 10 8 6 -8 -9 -10 -11 25 18 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0021378491234395054 0.0025330042376061884 0.0018975658935055104 0.00082777448611552661 0.0023868588761223573 0.0022727725220582111 0.0030145689902395935 0.0017695394435398915 0.0016367148295160108 0.001460295775654395 0.0031278271383395236 0.0017710847120355816 0.0031091917344693537 0.0031141007497781556 0.0026050742175398219 0.0015147225946311146 0.0022374990085303604 0.0026485273822031644 0.00017564120912411173 0.0022553217842273742 0.0025851845576449718 0.0016804551670698794 0.00091463601721139705 0.0014530847620248667 0.00083590234793019542 0.002434724715310498 0.0010947692286874895 0.0029683901593584032 0.0018188615324645132 0.0013456283168038772 0.0026908548389619402
leaf_weight=50 76 28 150 28 85 28 48 26 40 62 47 33 26 102 30 191 20 22 57 598 20 35 25 21 332 20 23 30 178 690
leaf_count=50 76 28 150 28 85 28 48 26 40 62 47 33 26 102 30 191 20 22 57 598 20 35 25 21 332 20 23 30 178 690
internal_value=0 0.00146379 0.00133166 0.0025082 0.00155488 0.00253659 0.00236667 0.00086154 0.00201278 0.00261763 0.00181019 0.00259681 0.00229055 0.00240727 0.00228644 0.00236546 0.00206516 0.000744362 0.00262332 0.00263896 0.00255591 0.00135886 0.00190959 0.00141935 0.00250916 0.0015692 0.0024693 0.00147127 0.00141388 0.00270995
internal_weight=0 691 615 2430 417 2335 754 198 125 1581 95 1519 121 706 323 293 95 172 1398 1341 618 292 75 257 383 67 355 236 208 723
internal_count=3121 691 615 2430 417 2335 754 198 125 1581 95 1519 121 706 323 293 95 172 1398 1341 618 292 75 257 383 67 355 236 208 723
is_linear=0
shrinkage=0.00140032


Tree=1331
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 15 4 15 43 48 0 43 0 2 2 3 15 0 49 0 160 376 2 4 1 147 47
split_gain=357.455 44.9128 39.4137 28.5003 21.9685 14.7577 14.1377 13.6006 9.96075 9.71972 8.34463 7.04431 12.0176 6.0714 6.16127 5.91135 5.40723 5.2864 4.93864 4.86488 4.82295 4.79923 4.6726 4.55459 4.54399 5.53424 4.46847 4.40053 3.55998 3.48054
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.082585000000000006 0.024640000000000006 0.033845000000000007 -0.14601999999999996 -0.04890499999999999 -1.0000000180025095e-35 -0.066089999999999996 -0.11720999999999999 -0.14832499999999996 0.098035000000000011 0.14285500000000004 -0.065229999999999996 -0.41396999999999995 -0.13027499999999997 -0.012034999999999999 -0.097024999999999986 0.083670000000000008 0.083785000000000012 0.11177500000000001 -0.17966999999999997 0.14326500000000003 0.08955500000000001 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 28 15 17 11 13 -1 -6 -13 22 -15 -4 26 24 -16 -7 -17 -2 -8 -14 25 -5 -12 -21 -3 -23
right_child=1 5 6 7 8 19 9 -9 -10 -11 16 12 23 14 18 20 -18 -19 -20 27 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032974993872927284 0.0016032350520931095 0.0013369157941530185 0.0031966168105033838 0.0021726199065087185 0.0014015258641281521 0.0007431430699803461 0.003101187492566384 0.00075335708748073941 0.0027518554491733462 0.0021623573298480206 0.0029499231074086602 0.0010597021462217199 0.0023596025999539911 0.0017004490686239591 0.0025726795938503201 0.0020065908847471193 0.0020029307126229216 0.0009384105554072022 0.0020289674029407849 0.00065140177063156325 0.002697763569657037 0.0027380808116503333 0.0025771351778005446 0.0016493797659006598 0.0011359303421462818 0.0014660519822755542 0.0023508163230626994 -0.00023298315238315812 0.00068087761158837747 0.0021625207683748961
leaf_weight=22 20 108 48 49 84 110 37 58 21 171 37 25 70 28 124 21 57 22 47 22 1072 34 561 25 23 42 81 24 20 58
leaf_count=22 20 108 48 49 84 110 37 58 21 171 37 25 70 28 124 21 57 22 47 22 1072 34 561 25 23 42 81 24 20 58
internal_value=0 0.00128402 0.00251858 0.00166367 0.00212012 0.000874963 0.00259831 0.00133247 0.00181518 0.00247135 0.0024684 0.00171876 0.00194083 0.00253765 0.00232154 0.00270603 0.00236417 0.00157944 0.00242324 0.000580032 0.00268448 0.00223737 0.00260956 0.0021727 0.00170315 0.00184651 0.00253867 0.000189984 0.00123441 0.00237523
internal_weight=0 590 2531 306 422 284 2109 194 225 968 197 204 120 797 199 1141 175 136 171 156 1093 112 598 95 114 91 118 46 128 92
internal_count=3121 590 2531 306 422 284 2109 194 225 968 197 204 120 797 199 1141 175 136 171 156 1093 112 598 95 114 91 118 46 128 92
is_linear=0
shrinkage=0.00142833


Tree=1332
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 0 49 2 4 1 4 15 12 1 47 4 4 2 49 3 52 4 12 0
split_gain=516.28 82.5927 52.5174 40.3831 28.9623 25.4379 17.2659 16.5572 13.8177 13.3461 12.0238 10.7524 12.2308 10.5391 9.43857 7.63442 7.5822 4.95234 4.72021 4.89211 4.69789 4.32468 3.87533 3.78842 3.74689 3.6071 3.60025 3.53311 3.49074 3.47378
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.14122000000000004 0.09253500000000002 -0.10474999999999998 0.082865000000000008 0.14753000000000002 0.40945500000000007 0.083345000000000016 0.0061450000000000003 -0.41942499999999994 0.087765000000000024 0.089770000000000016 0.090100000000000013 0.053180000000000012 -0.49013999999999996 0.087995000000000004 -0.013914999999999999 -0.010424999999999999 0.0031350000000000002 -0.0070899999999999991 0.10061500000000002 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 13 11 27 21 -5 12 15 14 -4 -1 18 -15 19 22 29 24 -13 -17 -7 -16 -23 -6 -29 -3
right_child=1 2 6 10 8 9 -8 -9 -10 -11 -12 16 -14 17 25 23 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032640453934251953 0.0033248190648755933 0.0023113923706441701 0.0020357618100653478 0.0031051575273621326 0.0034893773313798026 0.0026999725094923252 0.002279798833541017 0.0040259538851356129 0.0019117789123220806 0.0023589184497862349 0.0021258826405862155 0.0039632909971561454 0.0037438543322957725 0.0013574448660445013 0.0016269563299237404 0.0028620330747973818 0.003079686427865342 0.00070456253557465347 0.0033811589540669717 0.002953602508719148 0.0024177554220789353 0.0027762043262974283 0.0035247084425963022 0.002242015223498654 0.0032785468675874938 0.0011289166188556588 0.0032237654516698187 0.0031909412495401126 0.0025431133351393109 0.0018102062969822899
leaf_weight=47 76 28 44 34 23 21 37 76 24 41 61 37 35 32 40 37 102 55 803 25 33 81 676 32 271 69 51 30 28 172
leaf_count=47 76 28 44 34 23 21 37 76 24 41 61 37 35 32 40 37 102 55 803 25 33 81 676 32 271 69 51 30 28 172
internal_value=0 0.00202708 0.0018667 0.0033197 0.00221578 0.00335402 0.00144075 0.0034227 0.00279118 0.00307782 0.00247636 0.00339714 0.00306016 0.0013114 0.00151992 0.00285388 0.00342811 0.000944703 0.00345117 0.00352735 0.00195648 0.00314734 0.00354747 0.00257449 0.00323694 0.00131168 0.00294913 0.00305174 0.0028782 0.00188037
internal_weight=0 691 615 2430 338 2335 277 1870 105 465 95 1794 151 240 153 116 1643 87 1541 738 233 424 713 69 292 109 132 81 58 200
internal_count=3121 691 615 2430 338 2335 277 1870 105 465 95 1794 151 240 153 116 1643 87 1541 738 233 424 713 69 292 109 132 81 58 200
is_linear=0
shrinkage=0.00131955


Tree=1333
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 4 4 0 1 15 49 11 2 0 12 0 1 1 4 376 2 15 13 150 47 147 160
split_gain=402.759 48.0502 44.7222 35.5088 23.8376 17.7018 16.3239 12.9473 12.3532 12.0564 8.4547 7.98474 7.79157 7.44997 7.42492 6.96429 6.92823 7.477 6.81221 5.93461 5.83745 5.73579 4.59882 8.51583 5.20389 4.52722 4.47877 4.3566 3.9924 3.44023
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.090285000000000018 0.13075500000000004 0.082585000000000006 -0.17966999999999997 0.033845000000000007 1.0000000180025095e-35 0.10089500000000001 -0.12255999999999999 -0.017229999999999999 1.0000000180025095e-35 0.098035000000000011 -0.097024999999999986 0.13597000000000004 -0.12333499999999999 0.086105000000000015 0.16540500000000002 -0.17966999999999997 0.083785000000000012 0.11177500000000001 -0.037864999999999989 -0.083499999999999977 0.091105000000000005 0.090280000000000013 0.088610000000000008 -0.011159999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 12 14 28 22 -6 16 11 26 -1 -2 18 21 -7 -18 -4 -16 -8 -14 23 -5 25 -25 29 -15 -3 -10
right_child=1 6 5 7 8 9 20 -9 10 -11 -12 -13 15 27 19 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0034141009367735318 0.0016476810779543149 0.00144716861527464 0.0020681892587376457 0.0022569238789433405 0.0028309783842418454 0.0033665910667843115 0.00075302067364839756 0.0008290915797846025 0.0018569865269997996 0.0023246376082038927 0.00096759223177259295 0.0015887256237216722 0.003232139683709103 0.0030150451898827858 0.003605316860927809 0.0021252964585131619 0.002747647285135216 0.0019374623590432815 0.0029266184638981332 0.002748118044797139 -7.4818226112440079e-05 0.0025384409790558801 0.0011094209671935059 0.0012420334257473898 0.00082199698324537582 0.0022222972429768698 0.0016052464454940909 0.0023682704852195087 0.00075493663613665821 0.0025576985241827855
leaf_weight=26 21 112 20 47 31 37 130 57 20 171 21 75 37 35 60 54 735 25 1037 24 21 80 26 20 20 20 20 60 21 58
leaf_count=26 21 112 20 47 31 37 130 57 20 171 21 75 37 35 60 54 735 25 1037 24 21 80 26 20 20 20 20 60 21 58
internal_value=0 0.00139727 0.00273394 0.00179781 0.002301 0.00282057 0.000965697 0.00141003 0.001977 0.00267566 0.00184054 0.00194651 0.00267105 0.00243297 0.00294351 0.00255807 0.00275097 0.002721 0.00291038 0.0033604 0.000637891 0.00275782 0.001659 0.00179254 0.00142878 0.00173217 0.00222032 0.00260656 0.00133787 0.00237803
internal_weight=0 590 2531 306 422 2109 284 190 225 968 194 173 197 116 1141 171 797 760 1057 84 151 117 133 107 60 40 98 95 133 78
internal_count=3121 590 2531 306 422 2109 284 190 225 968 194 173 197 116 1141 171 797 760 1057 84 151 117 133 107 60 40 98 95 133 78
is_linear=0
shrinkage=0.00145689


Tree=1334
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 4 52 2 0 0 2 0 0 1 4 15 2 0 43 3 47 0 457 4 0 4
split_gain=429.953 55.1561 44.7186 36.5872 28.5106 18.1032 17.8369 14.53 13.7972 12.3409 9.92645 11.3486 9.42893 8.45533 8.03237 6.94871 6.70935 6.59316 6.34432 12.717 6.37337 5.68122 7.61086 5.93142 5.00069 10.883 4.27457 4.10381 3.75892 3.51576
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.082585000000000006 -0.17966999999999997 0.033845000000000007 0.08257500000000001 0.10402500000000002 -0.23194499999999998 -0.07384499999999998 0.11704500000000001 -0.14832499999999996 -0.13027499999999997 0.16540500000000002 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.066089999999999996 -0.11720999999999999 -0.061964999999999992 0.078345000000000012 -0.061629999999999997 0.045365000000000009 -0.008819999999999998 -0.097024999999999986 -0.50427999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 12 -3 15 24 -6 21 11 13 -1 26 27 -4 -17 -7 20 -20 -14 28 -23 29 -5 -26 -10 -2 -8 -24
right_child=1 5 6 7 8 17 9 -9 10 -11 -12 -13 18 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0034299235883438885 0.0028119823245323339 0.0013394123963596592 0.0033229036417781669 0.0014075136070100212 0.0027456685237948887 0.00077683503680239384 0.003128639740923948 0.00086517297599122901 0.0024325626614857725 0.0022663323173713178 0.002632212706754046 0.0012217882300240663 0.003057347133860851 0.0013855784876509055 0.0016023027394846878 0.0020712755489948236 0.0028244051127522228 -1.7967079520864427e-05 0.0025796628118533388 0.0015254001856863405 0.0021808296930801931 0.0018261482633783433 0.0031536180339539381 0.0020355094269974387 0.0023936448476083901 0.0013140187477644087 0.0018101905503248301 0.0022652634969967259 0.0026944034604230943 0.002589667616538558
leaf_weight=22 45 128 48 67 31 135 37 57 46 171 22 59 52 34 20 21 1072 21 76 27 20 28 23 30 37 29 33 51 561 118
leaf_count=22 45 128 48 67 31 135 37 57 46 171 22 59 52 34 20 21 1072 21 76 27 20 28 23 30 37 29 33 51 561 118
internal_value=0 0.00139041 0.00264128 0.0017791 0.00224917 0.00097162 0.00271974 0.00142258 0.00192824 0.00258799 0.00179762 0.00169087 0.00261572 0.00193579 0.00236305 0.00283151 0.00280994 0.000669842 0.00251336 0.0023033 0.00281387 0.002657 0.00246388 0.0025683 0.00166146 0.00191926 0.00217258 0.00252154 0.00272127 0.00268166
internal_weight=0 590 2531 306 422 284 2109 190 225 968 194 172 197 113 116 1141 1093 156 175 103 72 797 199 171 133 66 79 96 598 141
internal_count=3121 590 2531 306 422 284 2109 190 225 968 194 172 197 113 116 1141 1093 156 175 103 72 797 199 171 133 66 79 96 598 141
is_linear=0
shrinkage=0.00131955


Tree=1335
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 47 4 2 0 49 1 4 12 150 47 4 0 131 2 0 4 475 3 0 131 0
split_gain=813.278 132.381 77.4865 72.71 46.3332 42.0692 22.8918 22.006 20.7917 20.2906 19.8596 14.9617 13.6173 16.8708 12.4206 11.2477 10.4005 10.0225 7.205 6.98208 6.09076 6.02015 7.16757 5.70375 7.5976 5.55977 5.5299 5.34659 4.78643 4.33123
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.13082500000000002 0.40473500000000007 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.085345000000000018 0.27834500000000006 0.09141500000000001 1.0000000180025095e-35 0.090100000000000013 -0.52556499999999995 -0.14454499999999995 0.082750000000000004 0.31358000000000003 -0.076899999999999982 -0.17966999999999997 -0.081364999999999979 -0.017889999999999996 -0.060129999999999996 0.091440000000000007 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 12 -5 17 11 -6 15 13 14 20 -4 19 25 29 -14 -1 22 -13 -21 -25 -7 -17 -18 -2 -3
right_child=1 2 9 7 10 8 -8 -9 -10 -11 -12 21 16 -15 -16 26 27 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0044351285418720004 0.0041492671469075138 0.0022196393235280657 0.0020262201530281028 0.003580130256229649 0.0035555240471450626 0.0042004052243395911 0.0048325502368925383 0.0020670079000045896 0.0024569229480856103 0.0022679018786920095 0.002084623515783931 0.0006428652528168644 0.0049426958382903612 0.004461056162603989 0.002789850129145646 0.0015794987120383926 0.0039002310331311459 0.0027245667667019089 0.002536022767319508 0.0041288678488344745 0.003384578326173985 0.0013079814998846829 -0.00040712721707723951 0.0041482181157135338 0.0032293649311337766 0.0036149797839331453 0.00082509347346900873 0.0033089465965900388 0.0032812315251305596 0.0016534052945541215
leaf_weight=21 54 39 39 34 71 42 79 63 39 34 30 59 23 36 59 33 466 27 33 1075 32 20 20 44 39 331 69 38 20 152
leaf_count=21 54 39 39 34 71 42 79 63 39 34 30 59 23 36 59 33 466 27 33 1075 32 20 20 44 39 331 69 38 20 152
internal_value=0 0.00200204 0.00176575 0.00388343 0.00226632 0.0039365 0.00403365 0.00259738 0.00351335 0.00117202 0.00311862 0.00101677 0.00399922 0.0035584 0.00326826 0.00133388 0.00403794 0.00361635 0.00188202 0.00411573 0.00380083 0.000565112 0.000377044 0.00409931 0.00371647 0.0036809 0.00106917 0.00385565 0.00391466 0.00176902
internal_weight=0 673 599 2448 325 2351 1912 97 439 274 101 240 1833 148 112 141 1685 400 224 1181 53 99 79 1158 83 373 102 504 74 191
internal_count=3121 673 599 2448 325 2351 1912 97 439 274 101 240 1833 148 112 141 1685 400 224 1181 53 99 79 1158 83 373 102 504 74 191
is_linear=0
shrinkage=0.00151575


Tree=1336
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 14 4 1 1 43 1 2 43 10 2 51 133 160 13 47 47 15 50 15 0
split_gain=522.376 85.5545 55.5505 37.9318 34.1698 25.4956 17.6473 17.4753 16.5344 10.8133 9.11568 6.802 13.2395 6.01526 5.66719 5.5553 5.07274 5.06382 4.64278 4.24137 4.19776 4.3037 5.25573 4.05548 4.13162 3.97624 4.13741 3.95281 3.93572 8.007
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.062655000000000016 -0.013514999999999998 0.093100000000000002 0.091195000000000012 0.066275000000000014 0.11669000000000002 0.17760500000000004 0.12266000000000001 -0.3960249999999999 -0.0091949999999999983 -0.085989999999999997 0.087435000000000013 -0.077609999999999985 -0.077799999999999994 0.08265500000000002 0.080455000000000013 -0.41942499999999994 0.079410000000000008 -0.15914499999999995 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 8 16 -6 10 -5 13 14 23 28 27 20 -4 -16 -18 -15 -3 22 -22 -13 -25 26 -17 -10 -1 -30
right_child=1 2 6 9 7 -7 -8 -9 11 -11 -12 12 -14 19 17 25 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0037744788940796254 0.0031767554384863127 0.0012694900205045285 0.0010046480510900711 0.0028848924152535321 0.0028676355982142029 0.0021997390663058107 0.002101513851989294 0.0017477082120771804 0.003191628711451437 0.0019350463775737723 0.0038317856776955966 0.0031886884442138713 0.0020711846392220254 0.0024869085511754277 0.0023384207273358664 0.0015533509453555818 0.0008992858867706221 0.0030879896543509525 -3.1767563146575868e-06 0.0031353168081405332 0.0026360586963485649 0.0013042161298506122 0.0018730518573395172 0.002838659766754608 0.0034910183103230613 0.0018098554837021178 0.00094241990975387705 0.0036274690722879728 0.0027811017220956392 0.0033332234622950947
leaf_weight=35 76 23 126 37 85 48 25 38 361 58 59 141 31 21 26 45 22 49 21 201 20 20 114 215 20 37 39 44 52 1032
leaf_count=35 76 23 126 37 85 48 25 38 361 58 59 141 31 21 26 45 22 49 21 201 20 20 114 215 20 37 39 44 52 1032
internal_value=0 0.00180259 0.00163277 0.00315535 0.00191286 0.00318995 0.00102495 0.00252164 0.00321073 0.00230499 0.00330365 0.00306408 0.00293352 0.00328041 0.00317479 0.00166158 0.0008657 0.00282814 0.000458548 0.00307398 0.00181656 0.00189827 0.00198693 0.00300462 0.00289418 0.00143487 0.0012697 0.00323898 0.00332137 0.00330674
internal_weight=0 691 615 2430 421 2335 194 123 2287 95 1400 887 407 1341 480 298 169 75 43 222 177 154 134 376 235 121 84 405 1119 1084
internal_count=3121 691 615 2430 421 2335 194 123 2287 95 1400 887 407 1341 480 298 169 75 43 222 177 154 134 376 235 121 84 405 1119 1084
is_linear=0
shrinkage=0.00137286


Tree=1337
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 47 2 4 150 454 12 11 0 15 1 13 15 4 157 4 0 12 4 0 124 4
split_gain=611.745 97.8902 59.1568 54.381 40.7424 31.9848 18.5428 16.7012 16.6822 14.1056 13.5941 9.51673 7.92186 7.1844 6.98506 6.87829 9.50149 12.7475 6.14382 5.4031 5.24628 4.89977 4.8532 4.69195 4.60705 5.26018 4.60335 4.5405 3.94762 3.86919
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.24564500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.09141500000000001 1.0000000180025095e-35 -0.11173999999999999 -0.10469999999999999 0.16540500000000002 -1.0000000180025095e-35 -0.026084999999999994 0.27287000000000006 -0.08107499999999998 0.018150000000000003 0.14486500000000005 0.096395000000000022 -0.036839999999999991 -0.14454499999999995 -0.087394999999999987 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 8 -6 -5 11 18 12 13 23 14 15 16 17 -1 -4 28 21 -21 -16 24 25 -7 -2 -19 -3 -24
right_child=1 2 9 7 6 10 -8 -9 -10 -11 -12 -13 -14 -15 22 -17 -18 27 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039628351012393342 0.0035635695471280702 0.002048177883606183 0.00098874274658369062 0.0030826588174600583 0.0029866185926160525 0.0035557958733721806 0.0018366987843141125 0.0018887343261891423 0.0040505758051269476 0.0020561280391204312 0.0022692688348387225 0.0025650166847903328 0.0023815375201596063 0.0025996254586650529 0.0026609326874002083 0.0041543921618749143 0.0034979434163910257 0.002961436600456079 0.00021085058574992212 0.0025661279105204569 0.0012878744772423687 0.0018494074606186209 0.0033721800074964299 0.0029534379658296001 0.0026743688392081265 0.0031201548400433998 0.0028321121108727107 0.0021635582646705761 0.0014384212507414942 0.0030352445212452673
leaf_weight=20 50 23 147 34 82 103 39 63 79 22 41 25 27 20 22 28 1166 41 22 25 21 64 415 140 22 106 24 20 154 76
leaf_count=20 50 23 147 34 82 103 39 63 79 22 41 25 27 20 22 28 1166 41 22 25 21 64 415 140 22 106 24 20 154 76
internal_value=0 0.00183668 0.00165265 0.00331458 0.00194784 0.00335615 0.00261598 0.00230722 0.00343288 0.00102209 0.00302196 0.00340625 0.0030995 0.00341789 0.00342704 0.00348147 0.00346636 0.00301169 0.000887479 0.00166615 0.0019051 0.00205073 0.00329176 0.00315175 0.00327195 0.00333485 0.00332634 0.00269984 0.00151766 0.00332003
internal_weight=0 673 599 2448 408 2351 121 97 1912 191 439 1833 398 1808 1788 1275 1247 81 169 287 110 89 513 371 231 209 74 61 177 491
internal_count=3121 673 599 2448 408 2351 121 97 1912 191 439 1833 398 1808 1788 1275 1247 81 169 287 110 89 513 371 231 209 74 61 177 491
is_linear=0
shrinkage=0.00137286


Tree=1338
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 47 2 1 52 1 2 1 1 1 51 47 3 4 48 1 0 42 457 3 131 3
split_gain=473.983 79.2863 48.6479 37.834 34.2239 22.1878 15.6833 14.1795 14.1162 12.9219 12.534 11.4107 5.66603 5.37068 7.56796 5.17404 4.8788 4.47777 5.16271 3.9861 4.07702 3.83616 3.81263 4.19404 4.71484 4.16462 3.5428 5.48709 3.28596 3.28196
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.092845000000000025 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.16540500000000002 0.091195000000000012 0.11669000000000002 -0.085989999999999997 0.078345000000000012 0.0041950000000000008 0.038415000000000012 0.090720000000000009 1.0000000180025095e-35 -0.052984999999999997 0.079510000000000011 0.094310000000000019 0.13524500000000003 0.09031500000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 17 6 8 -6 10 15 16 -5 -12 21 -15 -4 29 18 -3 20 -20 22 23 24 -14 -26 27 -22 -2 -1
right_child=1 2 9 11 7 -7 -8 -9 -10 -11 12 -13 13 14 -16 -17 -18 -19 19 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0030069552817600337 0.0030568071854219312 0.00095920150357060386 0.00080932612919322358 0.0025844692733159847 0.0025679428070576604 0.0019613023220516395 0.0017550134009718347 0.0015961513402293073 0.003438353863379063 0.0017549780843160165 0.0032241757165945785 0.0016278712356506257 0.0028925745402698282 0.0017080721904064856 0.0026908843485969475 0.00010946012194955256 0.0027722881163503113 0.0012165789449371564 0.0013133968362503488 0.0021596233427715788 0.0025020374515286751 0.002592913781515768 0.0025408768075620767 0.0033545821728294374 0.0022082423099197899 0.002819790217419143 0.0013187687850302026 0.001559955521591929 0.0024547232852728394 0.0026045001377355478
leaf_weight=1079 52 23 147 37 85 48 22 40 84 25 43 58 357 22 40 22 216 120 65 23 21 196 80 29 38 43 20 24 24 38
leaf_count=1079 52 23 147 37 85 48 22 40 84 25 43 58 357 22 40 22 216 120 65 23 21 196 80 29 38 43 20 24 24 38
internal_value=0 0.00156974 0.00140947 0.00283306 0.00166644 0.00286694 0.00288594 0.00225697 0.00289693 0.000851822 0.00287608 0.00200044 0.00274815 0.00272272 0.00234214 0.000718219 0.00295746 0.00141706 0.00155375 0.00164313 0.00155175 0.00275448 0.00281237 0.00285888 0.00282606 0.00253289 0.00179011 0.00199959 0.00286668 0.00299326
internal_weight=0 691 615 2430 421 2335 2287 125 2265 194 2181 95 848 805 62 169 1333 296 176 153 130 743 547 467 438 81 65 45 76 1117
internal_count=3121 691 615 2430 421 2335 2287 125 2265 194 2181 95 848 805 62 169 1333 296 176 153 130 743 547 467 438 81 65 45 76 1117
is_linear=0
shrinkage=0.00134594


Tree=1339
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 4 132 51 3 11 2 123 1 3 14 133 159 15 42 52 42 4 13 12 483 51 16 16 16 1
split_gain=36.2288 7.61208 4.52507 2.88504 2.74877 2.15453 1.82347 1.73495 2.06796 1.64776 1.46936 1.64372 1.3913 2.44399 1.37638 1.62589 1.36366 1.50617 1.75637 1.94111 2.22969 2.00534 1.6816 1.86632 1.4372 1.34128 1.32717 1.32428 1.32053 1.25732
threshold=0.10312500000000001 -0.40967499999999996 0.13559000000000002 0.092365000000000017 0.088105000000000003 0.19806500000000002 0.090440000000000006 0.10614000000000001 -0.14847999999999997 1.0000000180025095e-35 0.13404500000000005 1.0000000180025095e-35 0.080270000000000022 -0.096544999999999978 -0.46413499999999996 0.089200000000000015 0.0089800000000000019 -0.23060499999999998 0.075730000000000006 -0.56368999999999991 -0.080354999999999982 -0.015039999999999998 0.10002500000000002 0.10911500000000002 -0.06916499999999999 0.084305000000000019 -0.085254999999999984 -0.0087049999999999992 0.13751500000000003 0.16773500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 9 14 8 -6 12 11 16 -1 -14 -3 -16 17 -5 19 -19 21 -21 23 27 -18 -11 -13 -22 -12 -4
right_child=1 2 29 10 7 -7 -8 -9 -10 25 28 26 13 -15 15 -17 24 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035266070733837107 0.0033838903215571872 0.0031568773065219248 0.0010911327517854736 0.0045273450942686071 0.0011581851111560619 0.0016095319156530776 9.4425761244777302e-05 0.003939910048700427 0.0028223467269708584 0.0047472256295334712 0.0012562174332127203 0.0030817261829514516 0.0017975027548917273 0.0032773781555500946 0.0018517141319011072 0.00063141923985586209 0.0024555596240651055 0.0042418606443609145 0.0032851622030549261 0.0041784984959581453 0.0025262029719933404 0.0024758029434306379 0.00063714737832303839 0.0036418778169730573 0.0040086662193530766 0.0030510767571692203 0.00122921537778858 0.0013249684064990299 0.0030883361480929842 -0.00029856722108401851
leaf_weight=990 90 21 157 20 33 20 21 25 76 51 27 22 37 487 245 39 23 22 281 39 71 47 20 28 91 20 26 47 22 23
leaf_count=990 90 21 157 20 33 20 21 25 76 51 27 22 37 487 245 39 23 22 281 39 71 47 20 28 91 20 26 47 22 23
internal_value=0 0.0018723 0.00165973 0.00328516 0.00195171 0.00342009 0.0016766 0.00262102 0.00231852 0.00344294 0.00300961 0.0030715 0.00340418 0.00317288 0.00178554 0.00168414 0.00314069 0.00303073 0.0029768 0.00266056 0.00252251 0.00324796 0.00214668 0.00235347 0.00369532 0.00426944 0.00207828 0.00204775 0.0020788 0.00091356
internal_weight=0 730 640 2391 460 1605 326 134 109 1585 786 737 1514 524 305 284 689 575 555 274 252 86 166 146 114 71 48 118 49 180
internal_count=3121 730 640 2391 460 1605 326 134 109 1585 786 737 1514 524 305 284 689 575 555 274 252 86 166 146 114 71 48 118 49 180
is_linear=0
shrinkage=0.00555105


Tree=1340
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 3 1 52 0 2 2 12 15 48 43 0 4 41 49 15 3 43 14 158 13 1447 159 13 402 480
split_gain=29.5552 5.01168 3.6994 3.3779 3.29177 3.56955 2.70809 1.95328 2.64733 1.91896 1.90311 1.77264 1.68928 1.5001 2.62335 1.43829 1.73763 1.57006 1.42532 1.34562 1.85296 1.88936 1.52054 1.26052 1.17158 1.57364 1.4033 1.40014 1.38484 1.3764
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.083095000000000016 0.035560000000000008 0.11924500000000002 0.08864000000000001 -0.088614999999999985 -0.014954999999999998 0.25063000000000007 0.14285500000000004 0.11734000000000001 -0.14601999999999996 -0.035774999999999994 -0.04890499999999999 -0.14832499999999996 0.053180000000000012 0.079395000000000007 0.036705000000000008 -0.56368999999999991 -0.13309499999999996 0.0061450000000000003 -0.42214499999999994 0.080695000000000003 -0.085384999999999975 -0.085539999999999991 -0.016814999999999997 -0.17933499999999997 0.08865000000000002 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 6 12 -8 13 19 -2 15 -1 -9 18 17 24 -4 -15 -3 -21 22 -22 -18 26 -26 29 -28 -27 -17
right_child=1 9 11 -5 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16 16 23 -19 -20 20 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0037355006319207923 0.0022504041101725843 0.0019886760709428635 0.0039894371860399111 0.0009234685831774332 0.0032643119126986126 0.00025378837883997005 0.0026529961528399216 0.00057992435284270406 -1.7040772279101471e-05 -0.00045658790726319626 0.00089581340715152644 0.0019041352825795188 0.0023284606972189775 0.0017464701708272076 0.0026479903595183225 0.0038377291386414666 0.0019613510100129133 0.002474450067085689 0.00020375003538227599 0.0017027971253096191 0.0015547094638494574 -0.00038775995009750642 0.00052315004114611961 0.0028438714134817389 0.0015996091493952213 0.0025278797679189973 0.0014791630695989303 0.002769706736219112 0.0030624738415209697 0.0026417644643662273
leaf_weight=22 169 25 34 83 48 26 39 22 23 24 27 87 148 41 58 54 160 28 20 44 47 34 101 47 38 1162 20 334 120 36
leaf_count=22 169 25 34 83 48 26 39 22 23 24 27 87 148 41 58 54 160 28 20 44 47 34 101 47 38 1162 20 334 120 36
internal_value=0 0.00127719 0.0024838 0.00172456 0.00209212 0.0019511 0.00206941 0.00169999 0.00147335 0.0008233 0.0020638 0.00256639 0.00251055 0.00171647 0.00192659 0.00259473 0.00257238 0.00330525 0.00124066 0.00094568 0.000830304 0.000619372 0.00085074 0.00216173 0.00262057 0.00254976 0.0028311 0.00269679 0.00257792 0.00335934
internal_weight=0 554 2567 279 447 399 373 203 164 275 196 2120 170 141 119 2033 1971 62 61 251 226 182 148 207 1764 1320 444 354 1282 90
internal_count=3121 554 2567 279 447 399 373 203 164 275 196 2120 170 141 119 2033 1971 62 61 251 226 182 148 207 1764 1320 444 354 1282 90
is_linear=0
shrinkage=0.00473777


Tree=1341
num_leaves=31
num_cat=0
split_feature=1 4 12 376 2 3 52 52 474 12 15 150 2 12 1 43 4 0 51 16 1446 43 42 4 43 400 402 149 402 16
split_gain=23.9397 4.05946 2.99651 2.80407 3.65275 2.66869 2.37943 3.72063 2.26587 2.95837 4.87154 1.73102 1.55436 1.46388 2.45273 1.41327 1.25808 1.47331 1.27252 1.22234 1.77789 1.57817 3.00487 1.19091 1.33381 1.15486 1.15097 1.14799 1.10847 1.12712
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.083785000000000012 0.10981000000000002 0.11924500000000002 0.047850000000000011 -0.088614999999999985 0.084855000000000014 -0.096104999999999982 -1.0000000180025095e-35 0.091355000000000006 0.25063000000000007 0.087765000000000024 0.089875000000000024 0.093175000000000022 0.00063500000000000004 -0.093584999999999988 0.14122000000000004 -0.0013749999999999997 0.037915000000000011 -0.12152999999999999 0.085465000000000013 -0.42529999999999996 -0.0043399999999999992 -1.0000000180025095e-35 0.2506000000000001 0.07770500000000001 0.090075000000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 7 -1 9 -9 -11 -6 27 14 15 -4 17 -15 19 20 26 22 -21 -23 -25 -18 28 -3 -19 -30
right_child=1 12 13 -5 11 -7 -8 8 -10 10 -12 -13 -14 16 -16 -17 25 18 -20 21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0025178557757876744 0.0023334213373947818 0.00076683650407955242 0.0025297939603503628 0.00023716733962515072 0.0015716246282421829 0.00052844180041476435 0.0027116389603562842 -0.00013731433615230617 1.0673812258116417e-05 0.0014412474351158454 0.0035926948277983876 0.00035044334002631269 -0.00041914762831546355 0.0030076364173089168 0.00096634430489342935 0.0036980557346292554 0.00089751173679270728 0.0023496797532222046 0.0014682375355679692 0.002531550304809586 0.0035417228638901692 0.0027591839185379741 -8.5751912791364655e-05 0.0021951222552586158 0.0010782764375103808 0.0020702801446079522 0.0012779152145402284 0.0019225497089203681 0.0036489143872608849 0.0024124661778834192
leaf_weight=117 126 229 739 32 80 30 91 20 23 136 30 41 24 72 23 25 21 491 42 20 33 68 21 149 30 296 21 22 33 36
leaf_count=117 126 229 739 32 80 30 91 20 23 136 30 41 24 72 23 25 21 491 42 20 33 68 21 149 30 296 21 22 33 36
internal_value=0 0.00117246 0.00228013 0.00158315 0.00175753 0.00192056 0.00202071 0.00182785 0.00144158 0.00161852 0.00183006 0.00115784 0.000755789 0.00235595 0.00252121 0.00256802 0.00225837 0.0023413 0.00229048 0.00232876 0.0024506 0.00206901 0.00119098 0.00221476 0.00200794 0.00199259 0.00238863 0.000868134 0.00243028 0.00300381
internal_weight=0 554 2567 279 247 447 417 326 209 186 166 121 275 2120 787 764 1333 1016 944 902 614 288 41 247 179 317 581 251 560 69
internal_count=3121 554 2567 279 247 447 417 326 209 186 166 121 275 2120 787 764 1333 1016 944 902 614 288 41 247 179 317 581 251 560 69
is_linear=0
shrinkage=0.00483252


Tree=1342
num_leaves=31
num_cat=0
split_feature=1 52 1 3 1375 12 50 33 49 456 2 0 50 4 2 16 52 34 2 150 123 156 15 160 47 475 160 3 3 49
split_gain=19.3912 3.4553 2.89129 2.46481 2.39514 1.91848 1.87969 2.01019 1.63858 2.25448 2.11704 2.23445 1.45411 1.43316 1.32523 1.36399 1.6232 1.3162 2.14471 1.59266 1.42412 1.59143 1.41642 1.30641 1.21005 1.19922 1.47503 1.11982 1.28926 1.06177
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 -0.07359499999999998 -0.22860499999999997 1.0000000180025095e-35 0.14026500000000003 0.08573500000000002 0.15525500000000003 0.060100000000000008 -0.0091949999999999983 -0.070154999999999981 -0.25070499999999996 0.40124500000000002 0.10005000000000001 0.51222500000000004 0.047850000000000011 -0.010024999999999997 0.11448000000000001 0.085395000000000013 0.11679000000000002 0.10272000000000002 -0.089964999999999976 0.05259500000000001 0.090280000000000013 -0.085144999999999985 -0.086829999999999977 0.086245000000000016 -0.0049599999999999991 0.065470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 6 5 -5 -1 7 12 9 10 11 -6 -3 -7 23 16 -16 -14 19 -19 21 22 29 25 -2 -12 -27 28 -28 -20
right_child=1 2 -4 4 8 13 -8 -9 -10 -11 14 -13 17 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00094940805694961592 0.0028305341843743517 0.0018921992320977065 -3.7541807321399089e-05 0.00017794918863020073 0.0017843599479425393 0.0019368212169059771 0.0021746789429043559 0.0021819629253701386 0.00049735390465379975 0.0029788599529225325 0.0026893348477796388 -0.00011434443336875158 9.3447124963396959e-05 0.00083493376077716549 0.0010714927141429781 0.0023200192380649909 0.0017864788431744395 0.0017396049501725087 0.00059499479336093928 0.00051028913705510634 -0.00043421644443390013 0.0017541261002734958 0.00010154891670044949 0.0024339322880129258 0.0014678835420994466 0.0021131559395242867 0.0013202757641486585 0.00067516507998714541 0.0023582406386815297 0.0014512520264914153
leaf_weight=38 20 22 62 21 21 1806 22 21 22 24 23 25 48 22 137 32 102 69 80 27 21 25 67 66 30 84 83 31 30 40
leaf_count=38 20 22 62 21 21 1806 22 21 22 24 23 25 48 22 137 32 102 69 80 27 21 25 67 66 30 84 83 31 30 40
internal_value=0 0.000936997 0.000830256 0.00182222 0.00160528 0.00190372 0.000951983 0.000887937 0.00164936 0.00168787 0.001639 0.000752455 0.000819831 0.00192356 0.00170836 0.00148803 0.00137663 0.000757252 0.000854099 0.00139386 0.000631708 0.000737295 0.000601355 0.00189672 0.00201294 0.00175546 0.00166125 0.00139764 0.00159584 0.000880414
internal_weight=0 554 504 2567 701 1866 442 420 680 658 634 46 399 1828 588 271 239 377 329 96 233 212 187 317 50 251 228 144 113 120
internal_count=3121 554 504 2567 701 1866 442 420 680 658 634 46 399 1828 588 271 239 377 329 96 233 212 187 317 50 251 228 144 113 120
is_linear=0
shrinkage=0.00429114


Tree=1343
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 47 2 1 14 2 4 4 1 131 15 4 160 3 43 1 43 484 0 47 133 16 50 2
split_gain=344.432 58.1983 35.3739 31.3648 21.0041 20.3615 16.9889 13.1333 12.5447 9.2529 7.60426 7.0782 6.0614 5.78999 8.99535 4.76368 5.89476 4.78435 4.31743 4.25432 4.00559 3.96482 3.82998 3.61894 3.41557 3.39277 3.35368 3.34763 3.12335 2.93104
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10467500000000002 0.13501500000000002 -0.022174999999999997 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 -0.013514999999999998 0.093100000000000002 0.082750000000000004 -0.41942499999999994 -0.0039549999999999993 -0.067824999999999983 -0.0025099999999999996 0.064745000000000011 0.091195000000000012 0.12266000000000001 0.082450000000000009 -0.061629999999999997 0.107145 0.086990000000000012 -0.45661999999999997 0.079410000000000008 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 24 11 10 -5 21 12 -4 20 23 16 -13 -18 -14 -20 28 -1 -22 27 25 -3 -8 -15 -10 -23
right_child=1 2 7 9 -6 -7 26 -9 13 -11 -12 15 18 14 -16 -17 17 -19 19 -21 22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028894605976406565 0.0027701378064253429 0.0031631149004306344 0.0015593761705843285 0.0025114647641420523 0.0013963980024819366 0.0017893049296355413 0.0018104199328994406 0.001803185470234094 0.0027723670622377336 0.0015246765297257958 0.0034087565604185716 0.00089873372682423803 0.0014347527695971662 0.0028370699856387106 0.0017280105157721104 0.0011831757277909931 0.00056869794351336093 -0.00037587120509381238 0.001044766786847816 0.00034121812750221019 0.0019945882677029321 0.0021288834695937448 0.0026973272700843648 0.0029808056683300974 0.0020379756347098368 0.0024523243889426434 0.0009887682252863743 0.0024487650351487852 0.003200242083147039 0.0027240067450936033
leaf_weight=1119 76 27 39 34 209 48 25 37 359 61 59 29 23 63 31 20 22 28 39 40 28 21 49 45 20 36 21 268 44 201
leaf_count=1119 76 27 39 34 209 48 25 37 359 61 59 29 23 63 31 20 22 28 39 40 28 21 49 45 20 36 21 268 44 201
internal_value=0 0.0015188 0.00136416 0.00273159 0.00169325 0.00276632 0.0021742 0.000962604 0.00278683 0.00187784 0.00287618 0.000833014 0.00105113 0.00264579 0.0025128 0.000522361 0.000355066 3.97392e-05 0.000856803 0.00068854 0.00275856 0.00285275 0.00244179 0.0025775 0.0025837 0.00275695 0.00143532 0.00252267 0.00281908 0.00266771
internal_weight=0 691 615 2430 338 2335 129 277 2287 95 1400 240 141 887 407 99 79 50 102 79 480 1341 77 376 83 63 46 331 403 222
internal_count=3121 691 615 2430 338 2335 129 277 2287 95 1400 240 141 887 407 99 79 50 102 79 480 1341 77 376 83 63 46 331 403 222
is_linear=0
shrinkage=0.00151575


Tree=1344
num_leaves=31
num_cat=0
split_feature=1 4 15 1 1456 376 2 12 157 15 4 4 12 4 3 4 16 159 0 15 0 49 13 2 15 51 3 160 160 43
split_gain=17.7379 3.21366 2.28483 2.21878 2.4745 2.08656 2.71369 2.06852 2.06821 1.8261 4.27305 3.74506 1.98263 1.53889 2.84229 1.42339 2.93594 1.54325 1.38306 2.65995 1.86574 1.76821 1.57307 1.53095 1.25344 2.29833 1.27196 1.20676 1.89823 1.39966
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.08864000000000001 -0.071109999999999993 0.083785000000000012 1.0000000180025095e-35 0.087215000000000015 -0.0091799999999999989 -0.0063699999999999989 -0.17966999999999997 -0.012889999999999999 0.09202500000000001 -0.17966999999999997 -0.087909999999999988 -0.04890499999999999 -0.008904999999999998 0.091005000000000016 -0.10474999999999998 -0.41396999999999995 -0.13455999999999999 -1.0000000180025095e-35 -0.061684999999999997 0.14960000000000004 -0.076244999999999993 -0.069724999999999995 -0.089089999999999989 0.11205000000000002 0.050340000000000003 -0.081779999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 -5 6 -2 13 -4 12 -11 -12 27 -6 -15 -8 17 -17 20 -20 21 -3 -23 -21 25 -14 -26 28 -1 -30
right_child=1 18 8 4 7 -7 15 -9 -10 10 11 -13 24 14 -16 16 -18 -19 19 23 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0019558812348933353 0.0018939620508464953 -0.00044383788734141539 0.0032065748069608217 0.0028815441830861719 0.0021960019130793746 0.00019701225637449937 0.0016819630215980388 0.0017202993443327008 0.0019328116523437294 0.002049489751369574 -0.00057760127210434715 0.0014953296550718163 0.0030214738764234484 -0.00052637994025163523 0.0011358080372516168 0.0017727707669903622 -0.0004609094055998378 0.00026472267874750932 0.00064978342620614559 0.00021352041560645903 0.0022298258541935266 0.00044516930010733078 0.0019135201112888437 -0.0015333206425206833 0.00020121605179383815 0.0015764148189241836 0.0014355992364189689 0.001322694828572997 0.003107568602715004 0.0021137858450792171
leaf_weight=429 119 20 26 22 22 32 38 169 1115 82 32 38 27 23 189 38 31 21 136 20 20 33 26 20 20 117 99 44 56 57
leaf_count=429 119 20 26 22 22 32 38 169 1115 82 32 38 27 23 189 38 31 21 136 20 20 33 26 20 20 117 99 44 56 57
internal_value=0 0.000932082 0.00181293 0.00169379 0.00142352 0.00126967 0.00140863 0.00134393 0.00196184 0.00180854 0.00135788 0.000547704 0.00188922 0.00107211 0.000955476 0.000957429 0.000651514 0.00123601 0.000589587 0.000352128 0.00101174 0.000703359 0.00109224 -0.0006599 0.00156718 0.00184736 0.00122814 0.00203376 0.00209148 0.00260628
internal_weight=0 554 2567 1426 425 279 247 403 1141 1001 152 70 849 234 212 128 90 59 275 176 99 79 59 40 263 144 119 586 542 113
internal_count=3121 554 2567 1426 425 279 247 403 1141 1001 152 70 849 234 212 128 90 59 275 176 99 79 59 40 263 144 119 586 542 113
is_linear=0
shrinkage=0.0044645


Tree=1345
num_leaves=31
num_cat=0
split_feature=1 2 106 3 0 12 4 14 4 3 3 48 48 34 2 4 4 2 13 42 49 1446 1456 475 130 1212 0 403 42 0
split_gain=14.5905 3.73118 2.29558 2.11831 1.96629 1.91089 1.86047 1.61841 1.60337 1.98747 1.5026 1.44901 2.47618 1.39735 2.05484 1.90675 1.4373 1.36849 1.41596 1.35328 1.3776 1.34542 1.3732 1.18151 1.16459 1.73935 1.11407 1.09717 1.30174 1.15891
threshold=0.11829500000000003 0.10188000000000001 0.086340000000000014 0.31370500000000007 -0.13027499999999997 -0.42850999999999995 0.42642000000000008 -1.0000000180025095e-35 -0.082249999999999976 0.092670000000000016 -0.15956499999999998 -0.065739999999999979 0.078735000000000013 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 0.063160000000000008 0.15361500000000003 -0.14179999999999995 0.091545000000000015 -0.047584999999999995 0.088360000000000008 -0.081419999999999979 -0.083589999999999984 0.087820000000000023 -0.040879999999999993 -0.10474999999999998 -0.037174999999999993 0.11839500000000001 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 13 6 -5 11 -1 10 19 -9 -3 -13 -2 -15 -16 -17 18 -6 -10 -21 22 -12 -24 25 -25 -18 29 -29 -20
right_child=3 4 -4 5 17 -7 -8 8 9 -11 21 12 -14 14 15 16 26 -19 27 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0029756825691403658 0.00011182589514644112 0.0016910589265894478 0.00036055968803170733 0.0009285413031930545 0.00053106715363469977 -0.00046743797673322703 0.0022039452260562932 0.0028531678124581994 0.0017881734225735938 0.00064863357866982649 0.0031532882167011208 -0.00076566766414206582 0.00086374602751172671 0.0015983133331084402 0.0019868376659138071 -0.00060354188333861176 0.0014582813708865856 0.00037523176448310574 0.0014966554205911829 0.00046706260459896743 0.001542582285238336 0.00085664231399089916 0.00080591295061293743 0.0032378811084978368 0.0013721582814231179 0.0019724235863321543 0.00039714687075101309 0.0018190213782172775 0.00080726444034990067 0.00017977365108056486
leaf_weight=24 43 27 25 34 27 56 21 39 1132 39 20 26 89 85 21 22 30 22 46 28 312 25 20 25 63 374 74 321 30 21
leaf_count=24 43 27 25 34 27 56 21 39 1132 39 20 26 89 85 21 22 30 22 46 28 312 25 20 25 63 374 74 321 30 21
internal_value=0 0.00166673 0.00175976 0.000678471 0.00135277 5.9932e-05 0.000913543 0.00177641 0.00176255 0.00168357 0.00197342 0.000722709 0.000495357 0.000880902 0.00102345 0.000691041 0.000475075 0.00150608 0.00156199 0.00171099 0.00145401 0.00190831 0.00196068 0.0019112 0.00195905 0.00205171 0.000703243 0.00162858 0.00173255 0.0010839
internal_weight=0 2756 2126 365 630 90 163 2101 2077 1511 566 142 115 275 232 147 126 467 445 1472 340 527 502 482 462 399 104 418 351 67
internal_count=3121 2756 2126 365 630 90 163 2101 2077 1511 566 142 115 275 232 147 126 467 445 1472 340 527 502 482 462 399 104 418 351 67
is_linear=0
shrinkage=0.00464487


Tree=1346
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 1 11 2 4 11 1 457 1 47 0 11 3 1375 15 10 4 13 43 43 51
split_gain=447.57 73.4132 44.9523 38.1976 24.2675 22.6206 15.1449 13.9133 13.812 13.0496 9.7589 9.64202 7.79436 8.2278 6.97688 5.6979 8.64208 5.41964 5.15233 4.85248 4.19053 4.00839 4.44641 3.85492 5.89046 3.67419 3.5897 3.53637 3.50581 3.48004
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.13082500000000002 0.11474000000000002 0.077845000000000011 1.0000000180025095e-35 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 0.032140000000000009 0.086920000000000011 0.078345000000000012 -0.23091999999999999 0.082485000000000017 -0.11171999999999999 0.083585000000000007 -0.41942499999999994 -0.38124499999999995 -0.0070899999999999991 -1.0000000180025095e-35 0.016310000000000002 -0.080324999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 11 12 25 -5 17 13 -4 15 21 -17 -1 19 -3 -16 27 -23 -14 -25 -6 -15 -9 -12 -22
right_child=1 2 8 10 9 -7 -8 14 -10 -11 28 -13 23 26 20 16 -18 -19 -20 -21 29 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0028695370130147539 0.0026969248066824477 0.0017307415064197755 0.0013821444437887582 0.0024916240901071956 0.0028902921760913182 0.0017219279593323948 0.0015295478272599919 0.0025442805599774462 0.001572602885152105 0.0012112708774781125 0.0016848471653087989 0.0033962079355843514 0.00067019027264647113 0.00046779186794550405 0.0035060508081987637 0.0025272652451709672 0.0013441050290063927 0.0026668815645637164 0.0017454861356234097 0.0010742139117817101 0.0031544448787094769 0.0025990350461756908 0.003213253883540961 0.00055650710253817145 -0.00040102342236781517 0.0022021583245712861 0.0010767179430769987 0.0017573959576617732 0.00095657312581589726 0.0024147504051832917
leaf_weight=929 76 28 40 28 23 48 22 27 37 26 47 62 32 86 25 38 20 401 40 163 27 661 26 25 30 58 27 22 20 27
leaf_count=929 76 28 40 28 23 48 22 27 37 26 47 62 32 86 25 38 20 401 40 163 27 661 26 25 30 58 27 22 20 27
internal_value=0 0.00134608 0.00117914 0.00267489 0.00153572 0.00271173 0.0027325 0.00274419 0.000744049 0.0021093 0.00176931 0.00283462 0.000616314 0.000814296 0.0026 0.00255892 0.00211928 0.00280844 0.00127003 0.00117046 0.00301291 0.00259357 0.00262228 0.000268139 3.42177e-05 0.00239755 0.000613287 0.00219099 0.00146745 0.0027846
internal_weight=0 691 615 2430 338 2335 2287 2265 277 107 95 1392 240 153 873 794 58 1330 231 191 79 736 687 87 55 81 113 49 67 54
internal_count=3121 691 615 2430 338 2335 2287 2265 277 107 95 1392 240 153 873 794 58 1330 231 191 79 736 687 87 55 81 113 49 67 54
is_linear=0
shrinkage=0.00145689


Tree=1347
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 15 43 48 13 13 4 39 3 2 15 51 0 130 4 16 16 3 12 160 2 34 15 160
split_gain=13.8987 3.58724 2.42095 2.1176 2.70188 1.94642 1.88898 1.84872 1.79432 2.12678 1.70832 1.65308 1.6397 1.48082 1.28771 1.90642 1.74758 2.45949 1.34906 1.27816 2.16245 1.21469 1.78122 1.29905 1.9764 1.18828 1.07205 1.58504 1.03354 1.21404
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 0.11296500000000002 0.31370500000000007 -1.0000000180025095e-35 -0.095049999999999982 0.083685000000000009 -0.47860499999999995 0.0076650000000000008 0.033845000000000007 0.089130000000000015 -0.14186499999999996 0.08622500000000001 0.040760000000000005 0.089685000000000001 -0.062764999999999974 -0.0060099999999999989 -0.033174999999999989 -0.10850999999999998 0.41553500000000004 -0.14989499999999997 0.085495000000000015 -1.0000000180025095e-35 0.14753000000000002 -0.021334999999999996 -0.0040799999999999994 -0.078059999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 11 19 -7 13 -10 -8 28 14 -4 15 -3 17 -17 -16 -2 -21 23 -23 -14 -25 -20 27 -22 29 -6
right_child=6 12 3 -5 5 7 10 -9 9 -11 -12 -13 21 -15 18 16 -18 -19 25 20 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017778706781668339 -1.4324618403431872e-05 0.0027986332961397386 0.0018977663005605096 0.0023516799134270091 0.0023058549008245282 0.0012390695555448041 0.00052234481054127581 -0.00015685836223121506 -0.00033285911524438296 0.00090921701118093013 -0.00069705294341926988 0.00049875134737591847 0.00066174998899408497 0.00046897858984097315 0.0016215630532819801 0.0018017287204876648 0.0026532354181705454 9.8111044287958903e-05 0.00041479629316205636 0.0019067636229528962 7.746731415666174e-05 0.00042281195688786738 0.0014481185661091617 0.0028762612256799684 0.0014664723733282877 0.0013827090397058115 5.1028300237843146e-05 0.0010791841339032346 0.0020464823422209196 0.0012860014280910779
leaf_weight=23 33 40 34 30 26 58 56 25 44 60 34 24 29 22 1571 71 28 20 29 33 37 60 65 21 143 120 36 136 89 124
leaf_count=23 33 40 34 30 26 58 56 25 44 60 34 24 29 22 1571 71 28 20 29 33 37 60 65 21 143 120 36 136 89 124
internal_value=0 0.00149239 0.00118547 0.00124397 0.00117829 0.00139153 0.0006013 0.000818609 0.00071718 0.000383723 6.16834e-05 0.00157233 0.00157048 0.00133646 0.00161871 0.00198818 0.00171576 0.00142731 0.00158455 0.000777901 0.000885932 0.00128552 0.000955971 0.00149895 0.00164699 0.00119432 0.000724748 0.000864944 0.00168014 0.00146278
internal_weight=0 2756 559 536 506 346 365 83 160 104 90 263 2197 56 1879 159 119 91 1720 275 242 318 125 193 164 149 209 173 239 150
internal_count=3121 2756 559 536 506 346 365 83 160 104 90 263 2197 56 1879 159 119 91 1720 275 242 318 125 193 164 149 209 173 239 150
is_linear=0
shrinkage=0.00429114


Tree=1348
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 2 14 2 1 4 131 2 14 0 1 4 51 16 3 49 3 12 4 0 43 1 475
split_gain=271.011 46.9461 29.24 22.9053 19.0922 14.0499 9.92955 7.67912 7.54016 7.4271 7.368 7.32745 5.46697 5.1291 9.20528 4.69025 8.74614 7.98397 5.48518 4.39817 4.00145 4.0732 3.87125 3.85485 3.52528 4.62875 3.27674 5.64486 3.18775 3.09193
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 -1.0000000180025095e-35 0.15109000000000003 0.062655000000000016 0.10467500000000002 0.077845000000000011 -0.15464999999999998 0.086835000000000009 0.31358000000000003 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 -0.085989999999999997 -0.50339499999999993 -0.012939999999999998 -0.054984999999999992 0.084940000000000015 0.087695000000000009 -0.51843499999999987 -0.06563999999999999 -0.065269999999999981 0.089875000000000024 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 9 22 20 29 15 -9 -5 -12 14 -4 -1 17 -17 24 -14 -3 -22 -6 -19 25 -18 -26 -28 -27 -7
right_child=1 2 13 11 6 8 -8 10 -10 -11 12 -13 19 -15 -16 16 18 23 -20 -21 21 -23 -24 -25 26 28 27 -29 -30 -31
leaf_value=0.0029905931950070398 0.0023114551628132568 0.0013669173145913337 0.00067864813167529253 0.0021968844866342599 0.0014968036735136276 0.0024093260902814432 0.0012485857873937951 0.0019596364592237014 0.0012748863889025341 0.0027675769695477232 0.0018844455745355244 0.0013606104177269378 0.00052088560124451588 0.0011626223446654092 -0.00028803807687957498 0.0023163530161878928 0.0030742484672937856 0.0011299518163533726 0.0020509914137067744 0.001199318097959257 0.0010538870117049726 0.00042724285357346694 0.0021827777411863544 0.0018594960320252219 0.0023301872073551453 0.0024367174801357963 0.0014464403149400014 0.0023686461806257638 0.0019058178871176469 0.0020712261537750428
leaf_weight=20 76 21 82 28 20 59 47 27 21 76 20 67 20 24 24 64 21 20 109 181 34 46 69 43 768 686 22 29 22 375
leaf_count=20 76 21 82 28 20 59 47 27 21 76 20 67 20 24 24 64 21 20 109 181 34 46 69 43 768 686 22 29 22 375
internal_value=0 0.00129352 0.00116773 0.0022679 0.00132271 0.00229478 0.00175905 0.00115268 0.00207831 0.00234717 0.00128263 0.00160709 0.00119992 0.000589532 0.000459776 0.00232946 0.00232205 0.00197483 0.00234866 0.00113181 0.00083357 0.000693567 0.00202863 0.00162789 0.00236962 0.00243906 0.00230781 0.00197083 0.00242022 0.00211719
internal_weight=0 691 615 2430 485 2335 136 349 455 1880 248 95 221 130 106 1804 1784 127 1657 201 101 80 89 63 1548 729 819 51 708 434
internal_count=3121 691 615 2430 485 2335 136 349 455 1880 248 95 221 130 106 1804 1784 127 1657 201 101 80 89 63 1548 729 819 51 708 434
is_linear=0
shrinkage=0.00137286


Tree=1349
num_leaves=31
num_cat=0
split_feature=1 12 1456 150 132 47 0 149 4 3 43 3 15 4 9 151 149 48 52 16 47 15 48 12 0 1 16 13 150 51
split_gain=12.763 3.55069 2.09396 1.93808 1.91991 1.63897 1.935 1.57587 1.57212 1.5684 1.90756 1.56395 1.40042 1.39361 1.38002 1.24004 1.19767 1.21569 2.9455 1.14816 1.13192 1.09075 1.5827 1.78822 1.09525 1.04314 0.973409 1.31748 1.24714 0.966117
threshold=0.11910500000000002 0.051320000000000005 -0.077604999999999993 0.12314500000000002 0.091615000000000016 0.085505000000000012 -0.040504999999999992 0.081720000000000015 0.057560000000000007 0.12178000000000001 -0.078654999999999989 -0.034684999999999994 -0.092489999999999989 0.053180000000000012 0.099965000000000012 -0.092724999999999988 0.079625000000000015 0.093265000000000015 0.13140000000000004 -0.096824999999999981 0.077555000000000013 -0.0040799999999999994 0.090225000000000014 -0.015429999999999998 -0.15350499999999997 0.10984500000000001 -0.44310499999999992 -0.086134999999999975 0.097810000000000022 0.307425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 7 8 14 -7 10 11 -4 -13 16 -2 -12 17 19 -19 -3 21 22 23 -17 -23 -11 28 -28 -15 -21
right_child=5 13 3 -5 -6 6 -8 -9 -10 25 15 12 -14 26 -16 20 -18 18 -20 29 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022627026145501873 0.00039675768917279031 0.0019917541784502356 0.0017140381006901428 -0.00024410219754218403 -1.5010997759460428e-05 0.0021839667070359552 -0.00014591757246324377 0.0015545612913810116 0.00090180962255968701 -0.00028606738072684419 0.0025562407056357347 1.859293057182511e-05 0.0010121806133324938 0.0018766294583547059 -0.00067579792794660932 0.0014438904134083106 0.0025788224422745496 0.001505387858135563 -0.000122089635898448 0.0015838932273287364 0.0020420709925965765 0.0024713329679317791 0.0020743002795762557 0.00025242597628608092 0.0013795223935401354 0.00096066050191012209 0.00039267060346959837 0.0012710176887097285 0.00067159264921623767 0.00063897594698795665
leaf_weight=31 198 135 35 20 26 28 21 20 53 20 20 42 77 76 26 43 23 101 27 1609 47 23 22 55 75 36 42 148 21 21
leaf_count=31 198 135 35 20 26 28 21 20 53 20 20 42 77 76 26 43 23 101 27 1609 47 23 22 55 75 36 42 148 21 21
internal_value=0 0.00146365 0.00115639 0.001093 0.00114433 0.000572142 0.00103807 0.000377371 0.00134502 0.00120522 0.00129322 0.000900715 0.000661503 0.00154343 0.000272265 0.00150531 0.00158604 0.00157398 0.00116209 0.00160385 0.00142599 0.00129317 0.00101338 0.000775211 0.00163576 0.000515401 0.00125899 0.00107686 0.00161575 0.00157172
internal_weight=0 2775 572 541 521 346 102 244 81 495 439 154 119 2203 224 285 1916 1893 128 1765 265 218 120 98 98 56 287 190 97 1630
internal_count=3121 2775 572 541 521 346 102 244 81 495 439 154 119 2203 224 285 1916 1893 128 1765 265 218 120 98 98 56 287 190 97 1630
is_linear=0
shrinkage=0.00437696


Tree=1350
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 3 0 2 52 1447 2 4 1427 4 4 48 52 3 42 12 13 43 16 16
split_gain=298.581 53.6074 30.3756 26.7173 17.6471 15.1469 12.0063 9.88264 8.74311 8.13154 6.88466 6.13945 5.59164 5.01056 4.74818 4.4162 4.38084 7.54913 3.83847 3.55856 6.40865 4.16736 3.39657 3.83819 5.85465 5.14026 3.36682 3.23578 3.22233 5.06634
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.14285500000000004 0.077845000000000011 0.11474000000000002 0.062655000000000016 0.31370500000000007 -0.23091999999999999 -0.090999999999999984 0.048770000000000008 -0.082869999999999985 0.14285500000000004 0.49041500000000005 1.0000000180025095e-35 0.033845000000000007 0.27287000000000006 0.081805000000000017 -0.56176499999999996 -0.10831999999999999 0.085225000000000009 0.090020000000000017 -0.004174999999999999 -0.080324999999999994 0.0057500000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 10 11 12 -5 -6 13 16 -7 -1 -13 -14 17 -4 22 21 -21 -3 -17 24 25 -24 -23 -10 -15 -30
right_child=1 2 6 8 9 7 -8 -9 27 -11 -12 14 15 28 -16 18 -18 -19 -20 20 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019052265105822985 0.0025530540755316078 0.0007658169555806361 0.0016583698124426108 0.0024186103927065945 0.0022824178611090926 0.0017710651480066517 0.0017217884551492665 0.0017052505295118226 0.0017019266023589076 0.0013999966632010641 0.0030664105766114984 0.00035172788754387664 0.0028751551057400338 0.0026223760476218518 0.0010616598609683992 0.0028244959495571619 0.00069885617703903424 0.00091253616102920422 0.0029876213064566719 0.0022635789225347986 0.0014150062095631623 0.0012078673793171442 0.0014154464839866007 0.0024090590403966195 0.0026800708934634522 0.0022119766279773837 0.0018610806848993189 0.0010426163390235671 0.0021035190771235722 0.002610520995508635
leaf_weight=20 76 29 41 28 81 25 37 39 47 26 59 56 40 1165 26 33 49 68 21 20 104 58 26 690 24 37 20 20 61 95
leaf_count=20 76 29 41 28 81 25 37 39 47 26 59 56 40 1165 26 33 49 68 21 20 104 58 26 690 24 37 20 20 61 95
internal_value=0 0.0014653 0.00133088 0.00248803 0.00160708 0.00251707 0.000993847 0.00238177 0.00177436 0.002068 0.00260743 0.000881623 0.00241121 0.00258724 0.000576828 0.00242959 0.00103981 0.00119308 0.00240814 0.00139359 0.00155187 0.00121016 0.00239312 0.0023748 0.00210306 0.00188325 0.00137536 0.00150512 0.00259756 0.00241227
internal_weight=0 691 615 2430 338 2335 277 935 95 107 1400 240 896 1341 82 871 158 109 831 231 124 107 810 777 87 63 78 67 1321 156
internal_count=3121 691 615 2430 338 2335 277 935 95 107 1400 240 896 1341 82 871 158 109 831 231 124 107 810 777 87 63 78 67 1321 156
is_linear=0
shrinkage=0.00137286


Tree=1351
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 44 12 4 474 1 43 12 4 16 1 52 16 14 39 52 158 4 0 0 3 157 1452 48 1447 52
split_gain=11.959 2.37497 2.13936 2.77762 2.39176 1.82878 2.20637 2.24438 3.28409 2.04636 2.01304 1.57506 1.31753 2.56561 1.31237 1.30178 1.21387 1.13546 1.30371 1.08574 1.32743 1.08237 1.06943 0.978426 1.34983 1.25853 1.18471 1.18016 2.20528 1.45745
threshold=0.10920500000000001 0.31370500000000007 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.081805000000000017 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.080324999999999994 0.092465000000000006 -0.04890499999999999 -0.059624999999999991 0.10612500000000001 0.056145000000000007 -0.040964999999999994 -0.47071999999999997 0.10076500000000001 0.15915500000000002 0.085900000000000018 0.053180000000000012 0.056435000000000006 -0.079119999999999982 -0.059315 -0.23976499999999998 0.087755000000000014 0.092475000000000016 -0.065079999999999985 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 11 6 7 22 9 19 16 -2 -6 -14 -12 -3 -11 -4 -19 20 -9 23 -1 24 25 -8 -27 28 -25 -29
right_child=1 15 17 -5 12 -7 21 8 -10 10 14 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 27 -26 26 -28 29 -30 -31
leaf_value=0.0021453832077474384 0.0024833386225833554 -0.00019311271872376001 0.0015417305492789971 -0.00014378199710882565 0.0016636853163602891 0.0026012851561719296 0.00065068299298247075 0.0013963357603529157 -0.00073804275526951745 0.002185701965846137 -0.00029088146325750158 0.0014005533194198737 0.0011335929376532329 -0.00050241429396289978 0.00099005933746547153 0.00089386017765041696 0.00085438994649490361 0.00063381114430156751 -0.00029854947574032068 0.00049218189987729969 0.0025968054694354742 0.0012517433761323369 0.0011040104407569469 0.0027475385697674731 0.0027917213751270961 0.001620366237089953 0.0024910053023708056 0.0015917299169050322 0.0014166069175387428 -5.6150895842452624e-05
leaf_weight=61 40 70 20 29 30 29 26 146 20 20 44 81 56 29 25 32 43 128 39 22 21 241 29 26 20 1175 32 20 544 23
leaf_count=61 40 70 20 29 30 29 26 146 20 20 44 81 56 29 25 32 43 128 39 22 21 241 29 26 20 1175 32 20 544 23
internal_value=0 0.00076324 0.000902101 0.00116011 0.00132034 0.00148651 0.00147377 0.00118273 0.00101722 0.00112658 0.000700042 0.0017585 0.00085932 0.000575426 0.000173228 0.000147898 0.00127703 0.000536465 0.000416074 0.00142448 0.00154729 0.00153331 0.00180983 0.00156967 0.00164118 0.00162251 0.00164345 0.00142351 0.00147732 0.000710305
internal_weight=0 554 452 265 236 2567 2538 431 341 321 132 121 115 85 69 102 63 187 167 189 167 2107 90 1866 1253 1233 1207 613 570 43
internal_count=3121 554 452 265 236 2567 2538 431 341 321 132 121 115 85 69 102 63 187 167 189 167 2107 90 1866 1253 1233 1207 613 570 43
is_linear=0
shrinkage=0.0044645


Tree=1352
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 4 0 4 1 124 2 4 11 0 160 47 0 16 457 52 15 39 3 1 42 1 51 47 3 0
split_gain=314.968 50.8369 33.9023 24.9492 22.7617 12.4701 11.1472 9.70208 9.4161 9.42245 8.01297 7.62626 7.25585 6.27397 7.9461 5.66093 5.26633 7.59217 5.04545 4.99239 4.9223 5.44197 4.90926 4.2382 3.63257 3.54984 4.19031 5.71831 5.02575 3.52205
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 -0.065819999999999976 0.088105000000000003 0.40473500000000007 0.22582000000000002 -0.069389999999999993 0.08864000000000001 -0.079269999999999993 0.14122000000000004 0.042705000000000007 1.0000000180025095e-35 -0.068604999999999985 -0.080719999999999986 0.077555000000000013 -0.10474999999999998 -0.4179199999999999 0.083415000000000017 1.0000000180025095e-35 -0.41396999999999995 0.0046100000000000004 0.10732000000000001 0.083345000000000016 0.11457500000000002 0.11392000000000001 -0.085989999999999997 0.078345000000000012 0.0041950000000000008 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 25 -6 11 -4 10 -10 15 12 13 -1 -15 22 17 -9 -11 23 29 -22 24 -13 -5 26 -3 28 -28 -18
right_child=1 2 7 8 5 -7 -8 16 9 18 -12 19 -14 14 -16 -17 20 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0026437106059066088 0.0025420999804933496 0.00084923643787164916 0.0016915528334340683 0.0025274621473112694 0.0023580315917272215 0.0013769273219390013 0.0015652312109686462 0.00057345068525430077 0.0015056216135935852 0.0023817738181259322 0.0017481286827860038 0.0023197483705154642 0.0029657747458532806 0.0014931404274790398 0.0024661632861605076 0.003048740496714769 0.00049891205381759774 0.0017038055990307799 0.0017278834621084972 0.0026177557672608836 -0.00030149920088002843 0.00060444218784299925 0.0017226264013368491 0.0017023460067592678 0.0019491556615948869 0.0011364920949495129 0.0011213407417870035 0.0022535084792588071 0.0017438047187046475 0.001149875510597347
leaf_weight=1462 74 20 22 195 82 39 21 27 58 89 35 93 131 20 119 31 39 22 33 86 24 31 20 30 25 137 55 20 51 30
leaf_count=1462 74 20 22 195 82 39 21 27 58 89 35 93 131 20 119 31 39 22 33 86 24 31 20 30 25 137 55 20 51 30
internal_value=0 0.00142522 0.00128724 0.00252852 0.00152332 0.00204181 0.00260029 0.000798136 0.0022388 0.00197958 0.00239128 0.00261148 0.00264259 0.00261614 0.00232616 0.00247434 0.000684523 0.00108096 0.0022049 0.00235375 0.000527867 0.000209122 0.00240015 0.00216916 0.00246175 0.00130163 0.00145659 0.001553 0.00142083 0.00078194
internal_weight=0 673 599 2448 404 121 1962 195 486 180 306 1941 1732 1601 139 271 173 49 122 209 124 55 240 123 220 283 146 126 106 69
internal_count=3121 673 599 2448 404 121 1962 195 486 180 306 1941 1732 1601 139 271 173 49 122 209 124 55 240 123 220 283 146 126 106 69
is_linear=0
shrinkage=0.00142833


Tree=1353
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 2 1 0 1 2 4 150 50 4 15 1 11 15 12 0 1 49 52 133 123 4
split_gain=738.254 112.168 68.1993 56.6574 46.5059 36.1883 29.7558 22.0155 20.1288 17.4076 15.9712 10.8882 12.2051 9.60946 11.2602 9.0444 8.90178 8.39744 7.22533 6.84939 6.52908 6.3136 6.09601 5.23528 5.17374 5.08453 5.02609 4.65295 4.17028 4.11941
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.14122000000000004 -1.0000000180025095e-35 0.09253500000000002 -0.10474999999999998 0.085345000000000018 0.10497000000000002 -0.15289999999999995 1.0000000180025095e-35 0.041865000000000006 0.0061450000000000003 -0.098289999999999975 0.12765500000000005 1.0000000180025095e-35 -0.089964999999999976 0.087765000000000024 -0.15202999999999997 0.089770000000000016 -0.017229999999999999 -0.52606999999999993 -1.0000000180025095e-35 0.09338500000000001 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 9 7 25 11 15 19 -5 12 23 -11 -15 20 21 22 -14 -3 -7 -4 24 -1 29 -6 -2 -16 -29 -13
right_child=1 2 16 10 6 8 -8 -9 -10 13 -12 17 18 14 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0096490155198961664 0.0091674646352820893 0.0067668202278616668 0.0059064895025968097 0.0086169162171793046 0.0078092958836645729 0.0086685361071351559 0.0069257246867851265 0.0098793383528075814 0.0075487590172479413 0.0079764712522605481 0.0073020762615788621 0.0098645119306223546 0.0088826216944385729 0.0080675134487280687 0.006240420412287161 0.0078336555787456488 0.0066184472543894483 0.008645258938676903 0.0077843428372186187 0.0059495194500839878 0.0092712128787664841 0.0050503624358850122 0.0090024975159612129 0.0087872029530388016 0.0085052909764591709 0.0086860200678107163 0.00830673217146022 0.0070411762224864916 0.0063322137773583068 0.0091994049317540554
leaf_weight=23 50 43 71 34 21 349 46 76 41 25 63 23 21 20 26 28 30 106 45 57 49 29 811 63 25 64 24 144 23 691
leaf_count=23 50 43 71 34 21 349 46 76 41 25 63 23 21 20 26 28 30 106 45 57 49 29 811 63 25 64 24 144 23 691
internal_value=0 0.00709253 0.00687068 0.0089209 0.00714534 0.00896868 0.00792736 0.00906418 0.0085834 0.00684225 0.00776295 0.00902991 0.00863389 0.00706968 0.00696325 0.00868298 0.00587981 0.00906626 0.0081338 0.00630096 0.00874274 0.00565821 0.00909505 0.00901769 0.00919662 0.00846942 0.00888831 0.00684881 0.00694353 0.00922083
internal_weight=0 673 599 2448 469 2351 131 1884 467 338 97 1808 152 238 213 426 130 1656 66 100 398 100 1550 86 739 85 74 193 167 714
internal_count=3121 673 599 2448 469 2351 131 1884 467 338 97 1808 152 238 213 426 130 1656 66 100 398 100 1550 86 739 85 74 193 167 714
is_linear=0
shrinkage=0.00154607


Tree=1354
num_leaves=31
num_cat=0
split_feature=1 4 3 148 3 376 4 1375 0 160 49 456 2 160 43 2 15 3 43 3 13 4 15 160 16 52 48 1444 4 41
split_gain=14.2421 2.53045 1.9616 1.69624 1.79878 1.87588 1.59025 1.57328 1.519 1.42723 2.16082 1.94916 1.80629 1.71911 1.72203 1.38089 1.36933 1.80292 1.14143 1.20845 1.27281 1.11124 1.23574 1.0803 1.07335 1.31858 1.04737 1.03252 1.81179 1.18452
threshold=0.10920500000000001 0.27287000000000006 -0.07359499999999998 -0.066239999999999979 0.149315 0.080200000000000007 -0.04890499999999999 -0.092319999999999985 0.22582000000000002 -0.54200499999999985 0.15525500000000003 0.060100000000000008 0.079055000000000014 0.022560000000000004 -0.077319999999999986 0.10005000000000001 -0.56368999999999991 0.42240500000000009 -0.05647499999999999 -0.0096849999999999974 -0.0062949999999999994 0.40124500000000002 -0.15914499999999995 1.0000000180025095e-35 0.51222500000000004 0.047850000000000011 0.09111000000000001 -0.083894999999999983 -0.51253999999999988 0.075585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 5 6 -5 -4 21 -9 11 12 13 14 -11 23 -3 18 19 20 -18 22 -1 -14 25 -17 -6 -24 -29 -30
right_child=1 16 7 4 26 -7 -8 9 -10 10 -12 -13 15 -15 -16 24 17 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.0025510608161601494 0.00012091909510216636 0.0016410743899915189 0.00048376310918399259 0.0026172597980254307 0.0014529566988181497 0.00066318587199700623 0.0015527232031791868 0.0024923988231342082 0.0007231796328896476 0.00034715192124094569 0.00020667097273177243 0.0027623031644988839 0.0016953003876272548 0.00013937664359848066 0.0016796024627237895 0.0010899354934989405 0.0012041066882118292 -0.00025415899812878035 0.0010186311165972972 -0.00024791542499716151 -8.1360637401566526e-05 0.00091248372100749021 0.00092088938664391885 0.0023163299408037619 0.0021580940482046184 0.0017110796500177609 0.00034321281443114494 0.0029006955209569052 0.0017823398008655878 0.0023457159583532023
leaf_weight=39 20 25 23 29 23 33 135 28 22 22 20 23 154 26 66 137 38 34 127 31 20 23 22 69 32 101 39 26 1668 66
leaf_count=39 20 25 23 29 23 33 135 28 22 22 20 23 154 26 66 137 38 34 127 31 20 23 22 69 32 101 39 26 1668 66
internal_value=0 0.00100148 0.00173067 0.00127823 0.00136759 0.00156042 0.00174096 0.00154465 0.00180055 0.00158064 0.00154136 0.00158373 0.00153907 0.00107118 0.00134649 0.00164727 0.000720709 0.000628673 0.000767637 0.000409477 0.000760842 0.0018134 0.00182478 0.00188746 0.00144889 0.00135353 0.000754892 0.00180889 0.00181999 0.00180378
internal_weight=0 554 2567 279 259 197 164 701 1866 678 650 630 607 114 88 493 275 250 216 89 58 1844 1821 223 270 238 62 1782 1760 1734
internal_count=3121 554 2567 279 259 197 164 701 1866 678 650 630 607 114 88 493 275 250 216 89 58 1844 1821 223 270 238 62 1782 1760 1734
is_linear=0
shrinkage=0.00412451


Tree=1355
num_leaves=31
num_cat=0
split_feature=1 52 1 0 3 50 42 1375 33 34 2 10 484 0 0 12 13 13 0 150 160 49 456 51 1213 49 474 474 475 475
split_gain=11.5361 2.1226 2.0345 1.75921 1.5889 1.33039 1.29873 1.27436 1.25511 1.29166 1.78995 2.20193 1.49384 1.44353 1.42108 1.34816 1.63276 1.33635 1.23039 1.21528 1.18857 1.49964 1.27686 1.41099 1.7018 0.99693 0.988898 1.44085 1.12028 1.64022
threshold=0.10920500000000001 -0.23798499999999997 0.15471500000000002 -0.026509999999999995 -0.07359499999999998 0.14026500000000003 0.090545000000000014 -0.092319999999999985 0.08573500000000002 -0.038779999999999995 0.10981000000000002 0.09820000000000001 -0.070054999999999992 -0.10474999999999998 -0.081894999999999982 -0.081419999999999979 -0.071554999999999994 0.05868000000000001 0.22582000000000002 0.10375000000000002 -0.082179999999999989 0.13087000000000001 0.060100000000000008 -0.16666999999999996 -0.077519999999999992 -0.007794999999999999 0.10008000000000002 0.091180000000000011 -0.087794999999999998 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 5 -4 18 8 -2 -6 9 -3 11 -11 -12 19 -15 -16 -17 -18 26 25 -9 22 23 -22 -25 -14 27 28 -1 -30
right_child=1 2 3 -5 7 -7 -8 20 -10 10 12 -13 13 14 15 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011822629777006293 0.0023598244934696384 9.4530190834650495e-05 0.00073753495099733728 -0.0010094312948186936 0.00047127666994218085 0.0020412204489439778 0.001064817278513072 0.0018905430358019148 0.0019067339048397356 0.0018902150896217449 -0.00042649181135509393 0.00044141953693443059 0.00020972027597826969 -0.00050240342648098151 0.0015789034850844897 -0.00045436708681694302 0.0017491802222804461 0.00015646157458585607 0.0007045136188760571 0.002163200337940215 0.0021753512244624285 0.00043476717686373407 0.0025740118440876741 0.0023940607344796884 0.0012916755170200864 0.0012391689759773063 0.002290973958849583 0.00072275067305574349 0.0025724818561525566 0.0017594325236729958
leaf_weight=64 33 40 27 20 23 22 29 150 24 69 20 30 25 23 27 27 21 21 22 21 48 28 21 30 401 75 69 27 51 1633
leaf_count=64 33 40 27 20 23 22 29 150 24 69 20 30 25 23 27 27 21 21 22 21 48 28 21 30 401 75 69 27 51 1633
internal_value=0 0.000975631 0.000877532 -5.85494e-06 0.001686 0.000970833 0.0017541 0.00150478 0.000915163 0.00085552 0.00094031 0.00145119 0.000745784 0.000843473 0.000494333 0.000733135 0.000402182 0.000952821 0.00175408 0.00118684 0.00153984 0.00144021 0.00149651 0.00144927 0.00136841 0.000981807 0.0017666 0.00174621 0.00176202 0.00178406
internal_weight=0 554 492 47 2567 445 62 701 423 399 359 99 260 240 119 96 69 42 1866 121 678 528 500 479 431 100 1844 1775 1748 1684
internal_count=3121 554 492 47 2567 445 62 701 423 399 359 99 260 240 119 96 69 42 1866 121 678 528 500 479 431 100 1844 1775 1748 1684
is_linear=0
shrinkage=0.0044645


Tree=1356
num_leaves=31
num_cat=0
split_feature=1 52 105 2 30 4 1456 2 133 13 133 16 51 133 11 42 42 394 43 156 48 48 14 12 12 132 147 1375 2 1204
split_gain=9.42138 2.40871 1.99662 3.46575 1.62013 1.57752 1.36456 1.25855 1.37111 1.40428 1.23756 1.21003 1.96336 1.67809 1.56421 1.35929 1.58481 1.32793 1.25355 1.19269 1.41304 1.18456 1.17656 1.27824 1.48562 1.29327 1.18383 1.47064 1.16823 1.28159
threshold=0.10312500000000001 -0.52606999999999993 1.0000000180025095e-35 0.31358000000000003 0.099000000000000019 0.40124500000000002 -0.049894999999999995 0.089005000000000015 0.017095000000000003 -0.16152999999999998 0.087985000000000022 -0.085589999999999986 0.11144500000000002 0.0068000000000000014 0.077695000000000014 0.088295000000000012 0.089165000000000008 -0.085984999999999992 -0.0040649999999999983 0.11386000000000002 -0.031249999999999997 0.15372000000000002 -0.47013499999999991 0.11734000000000001 0.10742000000000002 -1.0000000180025095e-35 0.10479500000000001 -0.066804999999999989 0.12669500000000003 -0.079179999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 7 -3 11 9 -9 -10 13 14 18 15 17 -17 -13 -1 20 -11 22 -8 24 25 -24 27 -27 29 -22
right_child=1 2 -4 -5 -6 -7 21 8 10 19 -12 12 -14 -15 -16 16 -18 -19 -20 -21 28 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026436619763132163 0.0020293891955177859 0.0022381242116088699 0.002604792290079783 -0.00080507486654182649 -0.00036011498848281408 0.00040142389124963609 0.0021263426325201402 0.00023308689452683051 0.0023277689468909485 0.00022635051845736076 0.0017078908735567561 0.00083632734088514139 0.00023291660607949532 0.0015013816298068451 0.0032373445620251795 0.00033011409924991661 0.0016109519541141432 0.0019593387983552609 0.0019957920882397715 0.0025206547735775854 0.00040325361524499184 -0.00015858265326110037 -0.00024955452641802666 0.0019213046439728839 -0.00021272582679161277 0.0024333090187665029 -0.00013436314336411778 0.0010706928901805541 0.00037321800777988701 0.0016453985928574107
leaf_weight=146 67 26 20 28 21 22 27 23 109 23 380 29 21 90 20 29 205 614 170 30 23 21 20 39 27 22 20 392 22 435
leaf_count=146 67 26 20 28 21 22 27 23 109 23 380 29 21 90 20 29 205 614 170 30 23 21 20 39 27 22 20 392 22 435
internal_value=0 0.00110272 0.00100908 0.000959442 0.00103978 0.00176834 0.00108927 0.00178104 0.00164799 0.00147378 0.00184606 0.00188605 0.00178295 0.00211917 0.00181923 0.00178689 0.00145222 0.00190869 0.00229512 0.00152732 0.00146807 0.00103668 0.00108257 0.00102837 0.000955972 0.00102548 0.00108423 0.0011431 0.00152757 0.00158302
internal_weight=0 730 663 643 615 2391 594 2369 1045 556 489 1324 918 406 897 877 234 643 316 533 503 568 547 520 481 454 434 414 480 458
internal_count=3121 730 663 643 615 2391 594 2369 1045 556 489 1324 918 406 897 877 234 643 316 533 503 568 547 520 481 454 434 414 480 458
is_linear=0
shrinkage=0.00512831


Tree=1357
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 4 0 3 12 51 42 1446 12 42 159 10 123 42 4 403 0 1 0 39 52 130 2 47 1209
split_gain=7.7608 3.41166 2.30287 1.87251 1.59463 1.82415 1.60675 1.95099 1.77289 1.3456 1.40162 1.33522 2.47347 1.76852 1.63659 1.69241 1.31514 1.14727 1.06944 1.18502 1.13878 1.11761 3.16898 2.22692 3.31197 1.2134 1.17264 1.51942 0.96793 0.893848
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.082249999999999976 -0.019414999999999998 0.11296500000000002 0.11650500000000001 -0.20636999999999997 0.088465000000000002 0.08393500000000001 0.086095000000000019 0.08623500000000002 -0.085059999999999983 -0.079859999999999987 0.083965000000000012 0.11649000000000002 -0.076229999999999978 -0.53101999999999994 -0.13027499999999997 0.083135000000000014 -0.14832499999999996 0.084020000000000011 0.039215000000000007 -0.050984999999999996 0.087675000000000017 0.11043500000000002 -0.038154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 17 6 9 8 18 10 -6 14 13 -13 15 -12 -2 -1 20 -20 -8 22 25 -24 -25 -22 27 -23 -28 -17
right_child=3 -3 -4 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 29 -18 -19 19 -21 21 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00018532727009179972 -0.00020025888171335373 -7.4597711751836076e-05 0.00047046144808074035 0.0015510832408684152 0.0024281525750969452 0.0021010483222092904 0.00047205593171534374 0.00019589809756691132 0.00017467278468857598 0.00037662449768268883 0.0024730584179250875 0.0029464749581712105 0.00075094952008968735 0.001634760330726852 0.00047289564078127562 0.00050315327982370143 0.00057594403204260197 0.0010501487867861222 0.0012994940371864666 0.00054562796463469496 0.0025469151882353065 0.002682671749256267 0.0010455013596297319 -0.0011056978302556426 0.00091831396943250923 0.0012684165306685508 0.0012799512223977444 0.0012225066842992322 0.00084868859425532442 0.0013583452973994449
leaf_weight=21 39 33 65 28 21 38 31 32 27 20 21 30 24 35 34 20 285 27 56 79 20 21 73 24 27 28 1366 24 87 485
leaf_count=21 39 33 65 28 21 38 31 32 27 20 21 30 24 35 34 20 285 27 56 79 20 21 73 24 27 28 1366 24 87 485
internal_value=0 0.00119245 0.00120774 0.000567512 0.00122568 0.00123878 0.00122611 0.00116647 0.00118314 0.0013899 0.00142015 0.00138753 0.00183858 0.00224017 0.00131585 0.00137033 0.000482512 0.000509628 0.00119797 0.000858343 0.00122492 0.0012389 0.00093624 0.000601446 -3.41622e-05 0.00180112 0.00127365 0.00190392 0.00125413 0.00132448
internal_weight=0 2769 2736 352 2671 2623 2585 1895 1863 690 670 649 89 65 560 526 324 48 1836 135 1701 1670 172 124 51 48 1498 45 1453 505
internal_count=3121 2769 2736 352 2671 2623 2585 1895 1863 690 670 649 89 65 560 526 324 48 1836 135 1701 1670 172 124 51 48 1498 45 1453 505
is_linear=0
shrinkage=0.00396435


Tree=1358
num_leaves=31
num_cat=0
split_feature=1 2 9 454 2 4 0 15 48 12 0 106 14 41 11 11 2 47 400 3 3 11 456 3 1 4 1429 2 52 48
split_gain=6.3207 1.83053 1.27053 1.19553 1.21095 1.18397 1.8162 2.25677 1.36964 1.74549 1.76276 1.15211 1.17673 1.06607 1.09888 2.51188 1.42441 1.03021 0.988364 1.10411 1.09117 2.45501 1.29157 1.0806 0.970035 1.66438 0.893025 0.875569 0.916605 1.67682
threshold=0.11910500000000002 0.10188000000000001 0.10141500000000002 -0.037229999999999992 0.15609500000000001 0.50500500000000004 -0.11173999999999999 -0.41942499999999994 0.088005000000000014 -0.040564999999999997 -0.097024999999999986 0.085655000000000009 -1.0000000180025095e-35 0.10065500000000001 0.080455000000000013 0.085155000000000022 -0.090999999999999984 0.107145 -0.065244999999999984 -0.24190499999999995 -0.10217499999999997 0.082245000000000013 0.083075000000000024 0.20828500000000003 0.14173500000000003 -0.046564999999999988 -0.092414999999999983 0.10097500000000002 0.11434500000000002 0.08975000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -3 18 8 -7 -8 9 -2 -11 12 -1 14 16 -16 -14 -12 -5 -20 21 -21 23 -22 25 -10 -18 28 -28 -30
right_child=2 3 -4 4 -6 6 7 -9 24 10 17 -13 13 -15 15 -17 26 -19 19 20 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0021781906653327646 0.0021034248557273783 -4.7027071570653587e-05 -0.00029781930384053032 9.2683150885788639e-05 5.3596682970896137e-06 0.0013043838730917227 0.00041294057639545967 -0.0010835236459440744 0.0017217427332381443 -5.0835613464116464e-05 0.0017619994477127564 0.0003865438305604906 0.00034532973144677838 0.0002829379054190025 0.0027648548063758439 0.00093046036787689478 0.0020212031193275483 0.00052775352614797962 0.0016594474957134079 -0.00067750360138577558 0.0010948247311729079 0.0010020906463596557 0.0021531208730776984 0.00022253311022817762 -0.00036908762986391904 0.00023397682926964473 0.0012496717278004264 0.0021138444394372792 0.0010903381962892103 -5.4684678372098736e-05
leaf_weight=24 27 21 30 20 22 26 72 25 20 27 33 30 34 22 27 28 26 20 52 22 396 59 20 28 21 45 1648 20 250 26
leaf_count=24 27 21 30 20 22 26 72 25 20 27 33 30 34 22 27 28 26 20 52 22 396 59 20 28 21 45 1648 20 250 26
internal_value=0 0.0011612 0.000546118 0.000959902 0.000994063 0.000626239 0.000297216 2.72539e-05 0.000835927 0.00116001 0.000841606 0.00122154 0.00123344 0.00122255 0.00123259 0.00183098 0.00121616 0.00129625 0.0010305 0.001063 0.00100393 0.000545905 0.00108749 0.00103722 0.000432709 0.000691751 0.00123119 0.00122063 0.00121134 0.000982474
internal_weight=0 2775 346 640 619 316 123 97 193 107 80 2135 2105 2081 2059 55 2004 53 597 577 525 81 444 424 86 65 1970 1944 1924 276
internal_count=3121 2775 346 640 619 316 123 97 193 107 80 2135 2105 2081 2059 55 2004 53 597 577 525 81 444 424 86 65 1970 1944 1924 276
is_linear=0
shrinkage=0.00429114


Tree=1359
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 16 483 4 157 12 13 3 4 40 149 1374 3 3 4 0 15 48 4 16 4 51 16 376 12 1
split_gain=5.20216 2.3702 1.56561 1.35417 1.30182 1.19237 1.73659 1.22046 2.22671 1.32652 1.26889 1.14181 1.02114 0.997323 1.27862 1.05091 1.07655 0.971063 1.05382 1.50783 1.30343 1.27378 1.03032 1.28366 0.972774 1.29524 0.889618 0.88105 0.871649 1.9302
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 -0.071854999999999988 0.049115000000000006 0.024790000000000003 -0.029304999999999998 -0.093619999999999995 0.26424500000000006 0.12745000000000004 0.065520000000000009 -0.08440499999999998 0.079625000000000015 0.088460000000000011 0.10299500000000002 -0.13309499999999996 0.41257000000000005 -0.10324499999999999 -0.47006499999999996 0.12118000000000002 0.50194500000000009 -0.53943499999999989 0.50500500000000004 -0.067899999999999974 -0.11227499999999999 0.084145000000000011 0.083785000000000012 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 -5 6 27 9 -9 -7 11 13 -10 -11 15 16 28 22 -19 21 -21 -20 23 -2 -22 -26 -8 -1 29 -15
right_child=3 -3 -4 4 -6 7 26 8 12 10 -12 -13 -14 14 -16 -17 -18 18 19 20 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011795618386716449 0.0010560263276825413 -9.7568209398367039e-05 0.00040605724654021536 0.001319601086790033 0.00024934661503061482 0.00017026294567307966 0.0014889390328971402 -0.00069260107515082376 0.00063546667523566665 0.00042677903011137814 0.0019472046011869088 0.0019552117938184685 0.00139174136533955 0.0014458847283675804 0.0020922566770579343 0.0019978184645501975 0.00021382399210483419 -0.00064348228747530259 0.0011406819878921138 0.00078871701303581579 0.00048565384001749882 -0.00015239608123850562 0.001581153730035482 -0.00040698982141345328 2.421579201709605e-05 -0.0013445107371795415 0.002489803553982965 0.00029444895998216597 0.00099270764274816676 0.00019873117093954036
leaf_weight=1042 27 33 64 64 33 31 46 20 119 48 32 27 48 199 23 22 30 25 54 27 20 20 22 20 27 26 27 22 896 27
leaf_count=1042 27 33 64 64 33 31 46 20 119 48 32 27 48 199 23 22 30 25 54 27 20 20 22 20 27 26 27 22 896 27
internal_value=0 0.00106842 0.00108255 0.000512351 0.000955494 0.00109883 0.00120607 0.00101872 0.000687551 0.00106511 0.00108638 0.00106472 0.000852839 0.00104541 0.00107022 0.0010502 0.0010321 0.000351959 0.000196818 0.000317551 -3.29502e-05 0.000791201 0.000799396 0.000433466 -0.000336854 -0.000647235 0.00185912 0.00116126 0.00105398 0.00129689
internal_weight=0 2756 2723 365 97 2659 1137 1522 187 1335 1304 1272 167 1245 1197 1174 1152 268 199 174 100 74 69 47 73 53 73 1064 1122 226
internal_count=3121 2756 2723 365 97 2659 1137 1522 187 1335 1304 1272 167 1245 1197 1174 1152 268 199 174 100 74 69 47 73 53 73 1064 1122 226
is_linear=0
shrinkage=0.00437696


Tree=1360
num_leaves=31
num_cat=0
split_feature=4 2 3 52 15 106 159 11 4 0 0 16 4 16 52 3 157 1447 133 402 0 13 130 402 13 15 394 13 49 403
split_gain=4.21375 1.91986 1.26815 1.09687 1.05735 1.30577 1.05447 1.02533 1.36396 1.38052 1.31695 2.94609 1.71353 2.01446 2.56846 1.53169 1.34474 1.12092 1.11013 1.17749 1.23149 2.03425 1.0372 1.00758 1.1715 1.78393 1.00351 0.99656 1.16402 0.912565
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 -0.15914499999999995 0.086340000000000014 0.10600500000000002 0.10334500000000001 -0.082249999999999976 -0.019414999999999998 -0.11173999999999999 -0.010264999999999998 0.022185000000000003 -0.024819999999999998 -0.067494999999999986 0.086245000000000016 -0.056799999999999996 -0.085804999999999979 0.11667000000000001 -0.088779999999999984 -0.071719999999999992 -0.052719999999999996 0.087820000000000023 0.10999000000000002 -0.084319999999999992 0.085935000000000025 -0.0065099999999999993 -0.014169999999999999 0.088930000000000009 -0.071919999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 27 7 -5 8 17 10 11 12 13 14 -10 -14 -13 -6 26 29 21 -21 23 24 25 -19 -12 -1 -29 -20
right_child=3 -3 -4 6 5 -7 -8 -9 9 -11 18 16 15 -15 -16 -17 -18 22 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021358273939724145 0.0003230987616113364 -8.9567614665341593e-05 0.00037276054683176534 0.001211393803043793 0.00037830840752527898 -2.2902614307268417e-05 0.00022890021021244522 1.9987723477244595e-05 0.00074415946711457823 2.8232458483971051e-05 0.0016121801209110786 -0.0011893818362334672 0.0010364109528375371 0.0014494957694343854 -0.0012780245784867357 0.0024249943258233772 0.00027771363340849711 0.0013162385524981637 0.001254393312762255 0.00064756251174112297 0.00097995232458490916 -0.0010198652425779259 0.00068211275959353078 0.00036477773690682971 0.001238886397919053 0.0027561855478939442 0.001030785869580984 0.0019940714335823489 0.00064391159616385249 0.0004339793189095906
leaf_weight=31 268 33 64 64 33 25 33 21 31 32 62 20 76 26 21 20 33 47 88 35 38 25 64 23 489 27 1298 20 35 39
leaf_count=31 268 33 64 64 33 25 33 21 31 32 62 20 76 26 21 20 33 47 88 35 38 25 64 23 489 27 1298 20 35 39
internal_value=0 0.000980806 0.000993777 0.000470338 0.00100872 0.000992449 0.000877143 0.00100241 0.00101057 0.00094745 0.000963684 0.000645645 0.000926347 0.000434837 -7.24918e-05 0.0013257 -0.000275907 0.001181 0.00100923 0.000718747 0.000351084 -4.71991e-05 0.00122176 0.00128069 0.00131811 0.00184162 0.00105729 0.00149569 0.00113488 0.00100246
internal_weight=0 2756 2723 365 2659 2573 97 2548 2527 1844 1812 227 174 78 52 96 53 683 1585 225 98 60 650 586 563 74 1360 86 55 127
internal_count=3121 2756 2723 365 2659 2573 97 2548 2527 1844 1812 227 174 78 52 96 53 683 1585 225 98 60 650 586 563 74 1360 86 55 127
is_linear=0
shrinkage=0.0044645


Tree=1361
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1375 14 10 4 2 10 12 3 47 40 13 157 4 475 3 150 3 9 41 0 0 12 402 402 15 402
split_gain=3.49426 1.41056 1.25414 1.541 1.41005 1.20006 1.05618 1.30734 1.13182 1.4906 1.15615 1.48805 1.08074 1.04529 2.35787 0.998094 0.893651 1.92644 1.24189 1.04778 0.87728 0.842406 0.905292 0.964586 1.62551 1.10208 0.92478 1.31599 1.07409 0.957129
threshold=0.11910500000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 1.0000000180025095e-35 0.50996500000000011 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.32202000000000003 0.11043500000000002 -0.08440499999999998 -0.0093149999999999986 -0.48214999999999997 -0.17966999999999997 -0.079669999999999977 -0.13309499999999996 -0.07848999999999999 -0.014944999999999998 0.081890000000000004 0.085095000000000018 -0.14920999999999998 -0.13843999999999998 0.085635000000000003 0.085720000000000018 0.042685000000000008 0.13592500000000005 0.10491500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 8 -8 9 -2 -10 -12 -11 14 -6 -4 -15 -18 -19 -20 -21 22 23 25 -25 -17 27 28 -26 -28
right_child=6 -3 15 -5 5 -7 7 -9 10 12 11 -13 -14 16 -16 21 17 18 19 20 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=-0.00030875384166886665 0.0001232687884906546 0.0016104769146141336 0.0014898909418144038 -0.0003374021769404723 0.00090077050105228436 0.0015244141769270041 -0.00096089551919312547 0.00038727185340796752 0.0011859353194745099 0.0016729975307065701 0.00035432529033956137 -0.00055346753121853713 0.00062564491998362982 0.0010922430196113483 -0.00079258871149298919 0.0020155275784931722 -0.0004104390042851359 -0.00024508115706208357 0.00011962587557805931 0.0013701197506970017 0.00075760290406218396 0.0015011673842149377 0.00017317407519204842 -9.2434076004525037e-05 0.00080052063094342499 0.00082021100745961262 0.0013146851895129606 -0.00018918508485424223 7.831877171452108e-05 0.00083552963263395195
leaf_weight=23 33 32 34 26 28 26 20 26 20 32 150 35 30 80 24 22 26 20 34 44 223 27 36 32 1680 27 107 22 33 169
leaf_count=23 33 32 34 26 28 26 20 26 20 32 150 35 30 80 24 22 26 20 34 44 223 27 36 32 1680 27 107 22 33 169
internal_value=0 0.000782964 0.00077331 0.00060481 0.000651207 0.000694928 0.000360464 -0.000198888 0.000446231 0.000803928 0.000280469 0.000182581 0.00116621 0.000649904 0.00011922 0.000815955 0.00071453 0.000627449 0.000711515 0.000775076 0.000858542 0.000805322 0.000796493 0.000807219 0.000794036 0.00135688 0.000808142 0.000774235 0.000786608 0.00102129
internal_weight=0 2775 2743 554 528 505 346 46 300 95 205 185 62 479 52 2189 427 347 321 301 267 2155 2128 2092 2043 49 2011 1735 1713 276
internal_count=3121 2775 2743 554 528 505 346 46 300 95 205 185 62 479 52 2189 427 347 321 301 267 2155 2128 2092 2043 49 2011 1735 1713 276
is_linear=0
shrinkage=0.00396435


Tree=1362
num_leaves=31
num_cat=0
split_feature=3 9 13 2 39 400 39 49 3 3 132 3 15 11 41 2 12 43 4 1210 2 157 130 1429 472 2 484 52 12 1452
split_gain=2.86217 1.89088 1.69802 1.25968 1.64059 1.25237 1.13011 1.08734 1.08003 1.14554 0.947988 1.37416 0.94486 1.89 2.50298 1.30386 1.10766 1.57889 1.48823 1.0035 1.66186 1.05505 0.903732 0.869015 1.20636 0.868531 1.98634 1.46912 1.36423 1.29275
threshold=0.31299000000000005 -1.0000000180025095e-35 -0.0093149999999999986 0.10060500000000001 0.10076500000000001 -0.070649999999999991 0.10940500000000002 0.15665000000000004 0.12745000000000004 0.10299500000000002 0.10613500000000002 0.42240500000000009 -0.41942499999999994 0.080455000000000013 0.081560000000000007 -0.090999999999999984 0.087695000000000009 -0.11720999999999999 -0.15764999999999998 -0.082214999999999983 0.084755000000000011 -0.089089999999999989 0.085235000000000019 0.088440000000000019 -0.058439999999999992 0.084755000000000011 -0.081614999999999979 0.11639500000000001 0.085250000000000006 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -6 23 9 12 11 -2 -3 15 -15 -14 17 22 -18 20 -19 -21 -17 -7 -25 26 -23 28 -28 -27
right_child=10 3 -4 4 6 7 -8 -9 -10 -11 -12 -13 13 14 -16 16 18 19 -20 21 -22 25 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.00053487359060895307 0.00016004532276086775 4.0346059785434112e-06 -0.00097919335323508891 -0.00034221277475857988 -0.0009363406089471423 0.00077194140261051258 0.00038139653092336277 2.5021808424440885e-06 0.001995929791041383 -0.00013942468851216004 0.00087495694547035118 -0.0012152153664465276 6.1201176404435985e-06 0.002369095595990836 0.00037361303168743297 0.002161339906163128 -0.00048366799063067186 0.00071596928704354779 0.0008215328760886396 0.0016087742851214522 0.002624233964775677 0.00022324734962034134 0.00095272596206518931 0.00069847572500486793 0.0020420673093704883 0.00071492082926175634 0.0017164934708444061 0.00011466098422021786 0.00094772168488647425 0.0017453066180277577
leaf_weight=60 73 26 23 23 21 593 48 38 20 24 26 21 37 43 21 41 20 20 1004 49 21 48 21 30 30 475 126 22 88 29
leaf_count=60 73 26 23 23 21 593 48 38 20 24 26 21 37 43 21 41 20 20 1004 49 21 48 21 30 30 475 126 22 88 29
internal_value=0 0.000820453 0.000115313 0.000840511 0.000677964 0.000745381 -1.96539e-05 0.000781581 0.000900124 0.000889762 7.42722e-05 -0.000147194 0.000901574 0.000912875 0.00171433 0.000887241 0.000903841 0.00102127 0.000796041 0.000969676 0.00169337 0.000934226 0.00175197 0.000826918 0.00137027 0.000892281 0.00110182 0.00128051 0.00140036 0.000774209
internal_weight=0 3001 83 2918 783 714 69 691 2135 2115 120 94 2091 2065 64 2001 1964 940 1024 878 41 837 62 653 60 788 284 236 214 504
internal_count=3121 3001 83 2918 783 714 69 691 2135 2115 120 94 2091 2065 64 2001 1964 940 1024 878 41 837 62 653 60 788 284 236 214 504
is_linear=0
shrinkage=0.00473777


Tree=1363
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 1 11 49 50 123 1447 1 159 4 1 1 3 3 31 2 0 16 16 3
split_gain=424.481 68.7551 32.6412 28.2015 23.5244 22.4319 16.4304 14.7882 12.0124 11.6133 12.0748 9.14707 7.89624 6.36653 5.25011 5.17608 4.90107 4.74821 4.26427 4.44853 6.2186 4.29498 3.7738 5.64498 3.73516 3.67233 3.60992 3.38702 6.71813 3.76556
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.27834500000000006 -1.0000000180025095e-35 0.089885000000000007 -0.17966999999999997 1.0000000180025095e-35 0.09253500000000002 1.0000000180025095e-35 -0.054984999999999992 0.041865000000000006 0.10695000000000002 -0.082869999999999985 0.091195000000000012 0.082585000000000006 -0.013125 0.086920000000000011 0.085110000000000005 -0.017889999999999996 0.30112000000000005 -0.077289999999999984 0.31358000000000003 -0.078904999999999989 0.0057500000000000008 0.083160000000000026 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 24 12 -9 -11 -4 17 -2 25 22 -10 27 19 -18 -21 26 -12 -24 -3 -6 -20 29 -29 -1
right_child=1 4 11 -5 14 -7 -8 9 16 10 15 -13 -14 -15 -16 -17 18 -19 21 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.003007304876451775 0.0018786789013440896 0.0012472846416628435 0.002584828907285619 0.0015317402403687919 0.00067084339879436381 0.0018927788498256555 0.0016557373570796701 0.0025363983031178334 0.0032096817785128027 0.0023244590919742716 0.00088916485722339927 0.0016784174648907092 0.0034409908051469163 0.0026651076749668106 0.0012230480692928983 0.00071485931315650754 0.0027723978369990658 0.0027391996363832099 0.003019564198399125 0.0026117595822823746 0.0019185809209794635 0.0035322081068434813 0.0016804628702342924 0.0011028354413113615 0.00069533032731951066 6.5844123668345487e-06 0.0024777180708789974 0.0022045758115295084 0.0029597464860036094 0.0025115529013076546
leaf_weight=974 24 44 34 85 51 48 22 23 42 30 21 61 62 127 23 21 402 215 73 271 28 21 119 46 53 24 36 33 77 31
leaf_count=974 24 44 34 85 51 48 22 23 42 30 21 61 62 127 23 21 402 215 73 271 28 21 119 46 53 24 36 33 77 31
internal_value=0 0.0015636 0.00280743 0.00217693 0.00124548 0.00284017 0.00286005 0.00141231 0.00287175 0.00158639 0.00149419 0.00200282 0.00295251 0.00254011 0.000637767 0.00137386 0.00274298 0.00292974 0.00271939 0.00267619 0.00254685 0.00295233 0.00144827 0.00151943 0.000945701 0.000458281 0.00284061 0.00296648 0.0027332 0.00299201
internal_weight=0 691 2430 236 455 2335 2287 357 2265 260 237 95 1392 151 98 207 873 1330 831 701 299 130 186 165 97 75 109 1115 110 1005
internal_count=3121 691 2430 236 455 2335 2287 357 2265 260 237 95 1392 151 98 207 873 1330 831 701 299 130 186 165 97 75 109 1115 110 1005
is_linear=0
shrinkage=0.00140032


Tree=1364
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 1 2 47 2 14 11 2 4 3 2 15 4 1 12 52 16 16 484 42 3 151 15 10
split_gain=460.062 76.4773 46.5856 35.5842 27.3409 24.9094 19.7725 14.7873 12.0457 11.7442 11.5489 11.0226 9.03452 8.00675 6.47852 5.95876 5.80987 4.25563 4.24463 4.33039 4.25888 3.98434 3.96491 6.88662 6.76689 5.3671 4.92588 3.8677 3.52434 4.22449
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088725000000000012 0.089885000000000007 0.09253500000000002 0.11474000000000002 0.13082500000000002 0.13712500000000002 0.062655000000000016 1.0000000180025095e-35 0.14753000000000002 0.42051500000000003 -0.11171999999999999 0.094835000000000017 -0.059484999999999989 -0.0073899999999999999 0.088975000000000012 0.095780000000000018 -0.034054999999999995 0.0057500000000000008 0.083160000000000026 0.0038100000000000005 0.086555000000000007 0.086245000000000016 -0.089309999999999987 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 6 27 11 16 -7 13 12 22 15 14 -4 21 -1 -18 -17 20 -20 -8 26 24 -24 -25 -5 -3 -15 -30
right_child=1 2 9 4 -6 8 10 -9 -10 -11 -12 -13 -14 28 -16 18 17 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0028912732450692927 0.0026240199561271284 0.0015703622670398911 0.0010906895482736235 0.002780839464148283 0.00090713792348791789 0.0022890785492525041 0.0014639741375597341 0.0013648725451632377 0.001090432808430997 0.0013714182627903538 0.0016774137538673425 0.003386333388934782 0.0030001519994540251 0.0005041466668567363 0.0004508123048994119 0.0026004713157382776 0.0024020111154166301 0.0015352807942102136 0.0025720011038069257 0.0017490575631740367 0.002199930571504844 0.0022998619297370194 0.0024669467282286556 0.0030296915321009876 0.0014167319614558061 0.0022996731799933981 0.0021707642428240646 0.0010575026346062453 0.00033504525859990886 -0.00049206850926855042
leaf_weight=26 76 39 54 1133 20 81 20 67 24 37 38 60 77 32 99 412 29 22 166 23 115 34 42 61 20 35 30 194 25 30
leaf_count=26 76 39 54 1133 20 81 20 67 24 37 38 60 77 32 99 412 29 22 166 23 115 34 42 61 20 35 30 194 25 30
internal_value=0 0.0012177 0.00104391 0.00259186 0.002637 0.00141416 0.00265227 0.00187538 0.0020151 0.000592119 0.00247886 0.00276339 0.00251482 0.000471977 0.000676651 0.00246629 0.00231958 0.00202813 0.00250219 0.00236899 0.00241973 0.00199027 0.00273509 0.00251422 0.00212817 0.00276354 0.0027651 0.00114335 0.000112032 -0.000116108
internal_weight=0 691 615 2430 2286 338 2266 144 105 277 885 1381 847 240 153 770 77 51 716 304 281 54 1321 158 62 96 1163 233 87 55
internal_count=3121 691 615 2430 2286 338 2266 144 105 277 885 1381 847 240 153 770 77 51 716 304 281 54 1321 158 62 96 1163 233 87 55
is_linear=0
shrinkage=0.00148603


Tree=1365
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1456 150 49 34 97 2 2 12 2 3 15 147 2 2 3 0 52 149 3 49 3 2 12 2 2 43
split_gain=4.63407 1.28443 1.64664 1.37542 1.30698 1.34955 1.02447 0.977181 1.61514 1.08314 1.03924 0.926199 1.41555 0.902745 1.2472 1.17677 1.46851 1.20179 1.18743 0.925847 1.13681 0.834069 1.70643 1.35425 3.16735 2.6593 0.867546 1.31078 2.55384 1.60451
threshold=0.11910500000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.12314500000000002 0.15665000000000004 -0.038779999999999995 -0.079444999999999988 0.116525 -0.15339499999999998 -0.42850999999999995 0.31358000000000003 0.11296500000000002 -1.0000000180025095e-35 0.089025000000000007 -0.0091949999999999983 0.085105000000000014 0.10542000000000001 -0.070154999999999981 -0.084699999999999984 0.079625000000000015 -0.085784999999999986 -0.048674999999999989 -0.082039999999999988 0.091185000000000002 0.087695000000000009 0.090675000000000019 0.088745000000000004 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 13 8 -2 10 -9 -11 -13 15 -15 16 19 -18 -19 -6 -21 23 -23 24 25 -4 27 28 -25 -29
right_child=7 -3 21 -5 5 -7 -8 9 -10 11 -12 12 -14 14 -16 -17 17 18 -20 20 -22 22 -24 26 -26 -27 -28 29 -30 -31
leaf_value=0.001994575531337783 0.00074522777613190722 0.0020495933999245468 0.00070958008616248483 -0.00029054863726019146 0.0012496381532590838 -0.00043752895627305517 -0.00019575349991622046 0.00012033865091709712 -0.0011659133355132003 0.0013653856869704324 0.0012847705476230562 0.00041123803042275456 -0.00089553545935686172 0.00087004890514770224 -0.00054094985893992991 -0.00015730219814356826 0.0019429569481746625 0.00098678665738596199 0.0022355224865068498 0.00077204195323307039 -0.00084985640276006333 0.0028439316054708289 0.00083212832501218797 0.0012950005349574938 0.0018995111024466937 -0.0011133645585057043 0.0010604326553662888 0.0031083911073994698 7.6560581949535231e-05 0.0014120939577930451
leaf_weight=24 21 32 59 26 20 20 21 25 22 20 73 162 23 45 23 20 46 247 20 21 21 20 21 587 33 29 1333 20 45 42
leaf_count=24 21 32 59 26 20 20 21 25 22 20 73 162 23 45 23 20 46 247 20 21 21 20 21 587 33 29 1333 20 45 42
internal_value=0 0.00106776 0.00105631 0.000816245 0.000870747 0.000817231 0.00086908 0.000462796 -0.000232565 0.000561477 0.000987722 0.000357712 0.000248774 0.000917377 0.000392799 0.00100768 0.00106982 0.0012071 0.00108032 0.000376753 -3.89072e-05 0.00111707 0.0018135 0.00110377 0.000597203 0.000108837 0.00113401 0.00127534 0.00120824 0.00195929
internal_weight=0 2775 2743 554 528 504 484 346 43 303 98 205 185 463 68 395 375 313 267 62 42 2189 41 2148 121 88 2027 694 632 62
internal_count=3121 2775 2743 554 528 504 484 346 43 303 98 205 185 463 68 395 375 313 267 62 42 2189 41 2148 121 88 2027 694 632 62
is_linear=0
shrinkage=0.00492917


Tree=1366
num_leaves=31
num_cat=0
split_feature=1 4 399 105 3 41 48 51 155 47 483 12 3 40 160 132 393 479 479 52 2 160 16 48 160 52 151 11 4 4
split_gain=3.76815 1.99725 1.64595 1.49881 2.67923 1.54517 1.05437 1.1036 1.01266 0.967565 0.949063 0.921494 1.06221 0.930858 0.866369 0.852115 0.850435 0.856923 1.47918 1.12563 1.63469 1.66799 1.34662 2.47391 2.09791 1.69963 1.51288 1.17408 1.88681 1.91887
threshold=0.096325000000000008 -0.15764999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.51139500000000016 0.093020000000000019 0.15068000000000001 0.11917000000000001 0.12016500000000001 0.11069000000000002 0.13027000000000002 -0.12529499999999996 0.31534000000000006 0.051255000000000002 -0.081969999999999987 0.093030000000000015 0.12765500000000005 0.10713500000000002 0.088785000000000017 -0.53299999999999992 0.11362000000000001 -0.061284999999999992 0.19444000000000003 0.093265000000000015 -0.079874999999999988 -0.19683499999999995 1.0000000180025095e-35 0.086080000000000018 -0.27825499999999997 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 7 11 10 -9 16 -3 13 14 -13 -16 17 18 19 -1 22 -22 25 24 -24 -21 27 28 -27 -30
right_child=1 2 -4 -5 -6 -7 -8 9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014321906766068756 0.0010990311664455855 0.0013551671530537253 -0.00068362593360978149 0.0016989225594103191 -0.0011509975294268318 0.0017870036132554546 -0.00052735936022278447 0.0017450426357486456 -8.8667847951661832e-05 0.00043362837441544274 0.0019281310929856472 0.00097136344698319768 -0.00038978517279857788 -0.00028931577707005376 0.00050226802885064545 -0.0004175611958966156 0.0018026970359959814 0.0016506584422471735 -0.00012858268880648399 0.0019629363561904918 -0.00056849696079170589 0.00067755847468660728 0.0021222554394321096 -0.00077332093854154361 0.00045508868032300901 0.0020092149220110197 0.0003295798963662721 -6.6468192793157159e-05 -0.00043262957657784685 0.00098679607081298055
leaf_weight=87 131 24 24 22 20 20 20 28 20 20 20 80 30 30 412 22 23 33 28 35 28 109 20 26 72 37 78 22 20 1580
leaf_count=87 131 24 24 22 20 20 20 28 20 20 20 80 30 30 412 22 23 33 28 35 28 109 20 26 72 37 78 22 20 1580
internal_value=0 0.000580133 0.00048974 0.000528422 0.000491947 0.000539847 0.000502394 0.000534275 0.000931429 0.00119862 0.000940627 0.00048095 0.000444397 0.0004904 0.000535909 0.000455641 0.000931642 0.000922431 0.000911212 0.000924984 0.000903214 0.00042289 0.000938031 0.000466993 0.000817516 0.000969398 0.000949379 0.00097852 0.000992563 0.000969053
internal_weight=0 883 752 728 706 686 666 646 2238 48 2218 598 574 544 514 434 2198 2175 2142 2114 2027 137 1890 118 92 1772 1737 1659 1637 1600
internal_count=3121 883 752 728 706 686 666 646 2238 48 2218 598 574 544 514 434 2198 2175 2142 2114 2027 137 1890 118 92 1772 1737 1659 1637 1600
is_linear=0
shrinkage=0.00455379


Tree=1367
num_leaves=31
num_cat=0
split_feature=1 52 1 39 2 3 2 47 14 12 4 0 0 42 13 52 2 34 49 51 0 4 31 0 4 0 4 12 15 10
split_gain=257.241 43.3493 24.8799 19.7672 17.2451 14.0914 13.7138 8.8992 8.30409 7.64451 6.62187 8.66332 6.64347 6.54726 6.02864 5.82307 5.41258 5.2158 5.20301 4.65382 4.69687 4.37169 4.20766 4.09643 4.3446 5.47655 5.77826 3.65095 3.32271 3.28317
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.10467500000000002 -0.022174999999999997 0.11362000000000001 0.13082500000000002 0.062655000000000016 0.091715000000000005 0.0061450000000000003 -0.11173999999999999 -0.15599999999999997 -0.044809999999999996 -0.0093149999999999986 1.0000000180025095e-35 0.14285500000000004 -1.0000000180025095e-35 -0.007794999999999999 -0.031924999999999995 -0.11013499999999998 0.27834500000000006 -0.077289999999999984 -0.079119999999999982 -0.49013999999999996 -0.060129999999999996 -0.17966999999999997 0.09320500000000001 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 8 16 10 -8 11 12 -1 -5 -15 18 17 22 -12 -20 -21 -19 -4 -13 27 -26 -27 -25 -18 -30
right_child=1 2 7 13 -6 -7 9 -9 -10 -11 15 23 -14 14 -16 -17 28 21 19 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0019672160705466722 0.0021170571249615661 0.0020027821510687142 0.00085788981334475431 0.0020106689442617367 0.0010457936259062248 0.0010740711061350068 0.00095549972377107102 0.0013549505606016592 0.0025580479524401978 0.0018467080497831349 0.001180399201984798 0.0022229245763303951 0.0010282604245524228 0.001579434927100509 0.00077765200531664913 0.0021648829349878171 0.00072377469940010559 0.0013985984952641685 0.0013301759399921046 0.0025412863939594413 0.0018518011309677223 0.0007893115006923165 3.4551933475076264e-05 0.0024678656676244064 0.0020879822369626816 0.0020376162735640992 0.0012784885093836921 0.0019486100301406822 0.00059089646927071499 -4.0493989567279173e-05
leaf_weight=43 76 83 22 43 209 46 20 37 85 136 23 1157 20 65 23 119 37 32 24 22 96 64 23 82 364 39 34 35 25 37
leaf_count=43 76 83 22 43 209 46 20 37 85 136 23 1157 20 65 23 119 37 32 24 22 96 64 23 82 364 39 34 35 25 37
internal_value=0 0.00115808 0.00103957 0.00208876 0.00128464 0.00167161 0.00211774 0.000740528 0.00214578 0.00173245 0.00212876 0.0021593 0.00166913 0.00158021 0.00136988 0.00193794 0.000645805 0.000815173 0.00177427 0.00187046 0.00198035 0.000992407 0.000437073 0.00217735 0.00208218 0.00202051 0.00168405 0.00231253 0.000404584 0.000214099
internal_weight=0 691 615 2430 338 129 2299 277 2143 156 2058 1774 63 131 88 284 240 141 165 142 118 96 45 1711 554 437 73 117 99 62
internal_count=3121 691 615 2430 338 129 2299 277 2143 156 2058 1774 63 131 88 284 240 141 165 142 118 96 45 1711 554 437 73 117 99 62
is_linear=0
shrinkage=0.00134594


Tree=1368
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 3 2 14 1 3 2 39 13 16 481 0 1 151 12 47 3 457 0 43 3 49 51 52
split_gain=341.808 56.3362 34.2709 26.922 19.7406 17.7871 10.8275 10.6334 9.57863 8.84777 8.76539 8.49865 7.50821 5.85008 4.64432 4.2081 3.90725 3.74527 3.65146 3.35877 3.35159 3.19442 3.07297 3.16291 4.0199 2.92661 3.6111 3.52734 3.11056 2.6829
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.31370500000000007 0.11474000000000002 0.062655000000000016 0.077845000000000011 0.076840000000000006 0.089885000000000007 0.089200000000000015 -0.47860499999999995 -0.11676499999999999 -0.077944999999999987 -0.23051499999999997 0.091450000000000017 -0.089309999999999987 0.10061500000000002 0.090100000000000013 0.0022600000000000003 0.094310000000000019 -0.14226499999999997 0.0010100000000000003 -0.097174999999999984 0.10084500000000002 -0.22411499999999998 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 9 11 20 12 -5 13 18 15 -9 -4 -14 -18 -1 -3 -6 22 -21 24 -24 27 -27 28 -19 -11
right_child=1 2 7 10 8 -7 -8 14 -10 29 -12 -13 16 -15 -16 -17 17 25 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026412036516223984 0.0025235227120828678 0.0016724619491326181 0.00084250874504433911 0.0024276351353690944 0.0025615225740274897 0.0016716791659530082 0.0015530395536701817 0.00069780386877404802 0.0012781268301028986 0.0026538035300487889 0.0014760271169745776 0.0015367381573117346 0.0028246596388563326 0.00065318497421119274 2.3907706414924921e-05 0.0017259424914141631 0.0018027620748074747 0.0030090381574017005 0.0024343896594153148 0.00097069919694192023 0.0019803926926605835 0.001738419994805901 0.0020319590120395593 0.00090880624103301198 0.0012414899546771513 0.0018083237446449173 0.0023585205497616535 0.0022557920454480606 0.0025090739563558275 0.0031953007017893709
leaf_weight=1127 76 39 22 28 41 48 22 54 26 28 67 51 50 94 34 22 20 27 206 92 40 21 21 23 35 28 186 112 425 56
leaf_count=1127 76 39 22 28 41 48 22 54 26 28 67 51 50 94 34 22 20 27 206 92 40 21 21 23 35 28 186 112 425 56
internal_value=0 0.00136338 0.00122001 0.00250185 0.00152524 0.00253217 0.00255023 0.000847557 0.00203242 0.00255992 0.0017565 0.00103851 0.0025424 0.000854386 0.000437435 0.00128423 0.00243733 0.00241306 0.00260924 0.00129032 0.00227454 0.00121269 0.00114813 0.00135476 0.00153792 0.00242875 0.00228653 0.00248271 0.00253894 0.0030148
internal_weight=0 691 615 2430 338 2335 2287 277 107 2265 95 189 2181 138 88 44 848 798 1333 231 81 192 171 79 56 778 214 564 452 84
internal_count=3121 691 615 2430 338 2335 2287 277 107 2265 95 189 2181 138 88 44 848 798 1333 231 81 192 171 79 56 778 214 564 452 84
is_linear=0
shrinkage=0.00142833


Tree=1369
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 4 2 14 2 1 49 1 52 50 1 31 1 2 47 15 48 4 43 3 16 160 16
split_gain=370.95 60.7901 30.0139 27.7461 20.9897 19.4831 14.8402 13.1114 11.2088 13.3637 10.8842 8.97442 8.26382 5.60417 5.36222 5.20193 4.69645 4.0666 3.74346 3.5834 6.2402 3.41608 3.197 4.74123 3.0481 2.97453 2.75269 3.23146 6.08528 2.71226
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 -0.17966999999999997 1.0000000180025095e-35 0.062655000000000016 0.089885000000000007 0.077845000000000011 -0.054984999999999992 0.13436000000000001 -0.56176499999999996 0.041865000000000006 0.091195000000000012 -0.077289999999999984 0.089770000000000016 0.097845000000000015 0.090280000000000013 -0.41942499999999994 0.087310000000000013 0.0052350000000000009 0.064745000000000011 0.090900000000000009 0.0057500000000000008 -0.012164999999999999 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 18 10 -8 -10 11 17 -4 -2 -11 -13 22 26 -3 24 -21 -15 -6 -24 25 -17 27 -1 -29 -26
right_child=1 4 12 -5 16 -7 8 -9 9 14 -12 15 -14 21 -16 19 -18 -19 -20 20 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=0.0026146421623879871 0.0015428058303533221 0.00089418893920085844 0.002285337541271235 0.001147840116078934 0.00050741629994000958 0.0015374416176544344 0.0022188391360238144 0.001356032961799552 0.0020623234596125624 0.0011184141551805588 0.0030008037720536296 0.0028429143649231223 0.0013428773727417666 0.0025475228537713938 0.00045231722355895616 0.0024664143865785167 0.00088112562419498462 0.0023579205944764671 0.00031929783982803325 0.0013631042107952991 0.0023291129761709526 0.0020696276082890173 -0.00052047085143406017 0.00042304665575925842 0.0023784738799441352 0.0021743685668765885 0.0021909083460704606 0.001641103174655482 0.0025296981142381883 0.0020657009064527876
leaf_weight=984 24 44 28 85 29 48 23 22 30 177 84 43 67 64 30 417 23 216 53 22 40 63 26 20 112 90 38 21 74 124
leaf_count=984 24 44 28 85 29 48 23 22 30 177 84 43 67 64 30 417 23 216 53 22 40 63 26 20 112 90 38 21 74 124
internal_value=0 0.00121365 0.00242338 0.00181365 0.000902436 0.00245604 0.00106638 0.00247532 0.00124781 0.00115358 0.00248619 0.00246637 0.00162066 0.00218845 0.00102188 0.0023492 0.000305201 0.00254091 0.000580073 0.00232283 0.00198634 0.00231046 0.000128584 -0.000110246 0.00235091 0.00241457 0.0025763 0.00258987 0.00233327 0.00221414
internal_weight=0 691 2430 236 455 2335 357 2287 260 237 2265 2181 95 151 207 848 98 1333 97 805 62 127 75 46 743 507 1117 1079 95 236
internal_count=3121 691 2430 236 455 2335 357 2287 260 237 2265 2181 95 151 207 848 98 1333 97 805 62 127 75 46 743 507 1117 1079 95 236
is_linear=0
shrinkage=0.00145689


Tree=1370
num_leaves=31
num_cat=0
split_feature=1 4 3 48 0 1456 48 12 12 12 133 13 15 156 15 43 3 16 15 0 3 43 131 1213 1212 1212 4 1212 403 12
split_gain=6.47065 2.04127 1.49469 1.52527 1.31371 1.22677 1.1293 1.12238 1.30186 1.31166 1.18265 1.13346 1.094 1.08242 1.31529 1.38311 1.28251 1.14019 1.04174 1.13208 0.973702 0.967784 1.94415 1.21763 1.11535 1.77578 1.29126 1.05382 1.22118 1.07307
threshold=0.10124500000000002 -0.39518999999999993 0.31370500000000007 -0.081134999999999999 0.22582000000000002 -0.049894999999999995 0.10184000000000001 -0.11019 0.088105000000000003 0.092465000000000006 -1.0000000180025095e-35 -0.13710499999999998 -0.13578499999999996 0.096220000000000014 -0.016799999999999995 -0.025214999999999998 0.13524500000000003 -0.52595999999999987 -0.079929999999999987 -0.10474999999999998 0.10732000000000001 0.0061450000000000003 0.023795 0.12389500000000002 -0.014129999999999998 -0.082209999999999991 -0.081609999999999988 0.086860000000000007 -0.015394999999999997 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -5 12 -7 10 -10 -9 -11 -1 14 15 -12 17 -17 19 -4 21 23 27 24 25 26 -14 29 -29 -23
right_child=1 2 18 5 -6 7 -8 8 9 11 13 -13 20 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016505497515202103 0.0013664962262753366 0.0017269136699943049 0.00082744591409863045 0.0015519467706108477 1.3270779232602412e-05 0.0016312991930256611 0.00072294194709288052 -0.00036782397524522857 0.001848135009314541 -0.00028622869277622487 0.00023987741281671746 0.0008470570392595262 0.00069624919009892024 0.0013140522134852874 -0.00037769349143803346 0.0007023788519298533 0.00030340859118067865 0.0020141251083581986 -0.00068783190537093672 -0.00027616613615916879 0.00046437896181966725 0.00044718306115031173 0.0022188458337420096 0.0018861887994996475 0.0011647610688434811 0.0027809812034845353 0.0017041885801632698 0.00077244383813065563 0.0019194796997656853 0.0010242592704889752
leaf_weight=96 78 27 44 28 20 20 111 37 23 20 138 146 38 28 38 25 36 28 25 32 39 126 23 53 1540 21 76 37 37 131
leaf_count=96 78 27 44 28 20 20 111 37 23 20 138 146 38 28 38 25 36 28 25 32 39 126 23 53 1540 21 76 37 37 131
internal_value=0 0.000681674 0.000604816 0.000690189 0.0011526 0.000640821 0.00116239 0.00059349 0.000553498 0.000848957 0.00038428 0.000710517 0.00118439 0.000479256 0.000391051 0.000519739 0.000953682 0.00139538 0.000102718 0.000362767 0.00116329 0.00117639 0.000963722 0.00121995 0.00119887 0.00158797 0.00136821 0.000876508 0.00134596 0.000741335
internal_weight=0 773 695 594 2348 567 2328 539 519 189 330 166 2217 293 265 227 89 53 101 76 2121 2082 354 1728 1675 135 114 331 74 257
internal_count=3121 773 695 594 2348 567 2328 539 519 189 330 166 2217 293 265 227 89 53 101 76 2121 2082 354 1728 1675 135 114 331 74 257
is_linear=0
shrinkage=0.0044645


Tree=1371
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 4 2 1 14 0 15 47 0 4 0 13 160 16 1 4 12 16 15 157 0 157 12 4 52
split_gain=335.848 56.1732 32.6632 29.6458 21.2294 17.1198 11.76 10.0716 8.33387 8.1132 10.4668 7.67918 6.94172 6.86202 6.3136 8.14005 4.88366 4.79436 6.15337 4.2633 3.81808 4.72328 3.75459 5.16868 3.10204 3.06363 2.85788 2.74853 2.73068 2.70698
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.40473500000000007 0.13913500000000004 0.09253500000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 0.13082500000000002 -0.07929499999999999 0.27834500000000006 -0.14649999999999996 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 0.16540500000000002 -0.49013999999999996 0.08401500000000002 -0.10850999999999998 -0.048699999999999993 -0.0048549999999999991 -0.15931499999999996 -0.23976499999999998 0.096475000000000019 0.27287000000000006 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 27 9 -5 10 11 -1 19 26 15 -7 -3 -18 28 -4 24 -22 -17 -24 -15 -13 -12 -6 -19 -11
right_child=1 2 12 8 6 14 -8 -9 -10 29 13 25 -14 20 -16 22 17 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026201549157636173 0.0023109721449834563 0.00091871703742544934 0.00055814597397566153 0.0020750467411991707 0.0023684826060191345 0.0027485044069080048 0.0011233742538217697 0.0013900511966475359 0.0012268286400804133 0.0024614137160887777 0.0019943916358010107 0.0018480805480882601 0.0012905523210050725 0.0027215583078925121 0.0013239208432162801 0.0021449269354011711 0.0016513138511420205 0.0017097551540536623 0.0004178634671717133 -9.32535324716158e-05 0.0017442969059219189 0.0022464725349971783 0.0019421983433151229 0.0011789227844774377 0.0022816002711698708 0.0012000529364497214 0.0024462493238123595 0.0018493367195804081 0.0011128411774491238 0.0029945679154811567
leaf_weight=20 76 175 136 34 29 30 40 20 61 28 27 44 22 55 23 143 42 20 20 22 38 497 102 20 67 20 1151 57 52 50
leaf_count=20 76 175 136 34 29 30 40 20 61 28 27 44 22 55 23 143 42 20 20 22 38 497 102 20 67 20 1151 57 52 50
internal_value=0 0.00119749 0.00105989 0.00228217 0.00126341 0.00231276 0.00173836 0.00235944 0.0015304 0.00236914 0.0023515 0.00187762 0.000568047 0.0023732 0.00201671 0.00207072 0.00106974 0.00126698 0.00109152 0.000467445 0.00226078 0.0022108 0.00199399 0.00181707 0.00247994 0.00164557 0.00243589 0.0020244 0.00127865 0.00280318
internal_weight=0 691 615 2430 435 2335 126 2017 95 1997 1919 84 180 1835 318 295 309 134 92 158 657 535 265 122 122 64 1178 86 72 78
internal_count=3121 691 615 2430 435 2335 126 2017 95 1997 1919 84 180 1835 318 295 309 134 92 158 657 535 265 122 122 64 1178 86 72 78
is_linear=0
shrinkage=0.00137286


Tree=1372
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1375 149 10 0 9 3 42 48 47 1416 15 11 0 0 0 160 50 4 52 1456 50 3 43 0 0 15
split_gain=6.72702 2.37525 1.75284 1.7762 1.81271 1.33213 1.35249 1.13746 1.26236 1.11994 1.15022 1.0872 1.08528 1.23813 1.19202 1.11834 1.00307 0.986992 1.21858 3.14264 1.06462 1.16224 0.867224 1.36841 0.901371 0.921235 1.10202 1.08862 1.09187 1.24968
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.0091949999999999983 -0.27302499999999996 0.07770500000000001 -0.079859999999999987 -0.070154999999999981 -0.08477999999999998 0.20828500000000003 0.11649000000000002 -0.04451999999999999 0.11114000000000002 1.0000000180025095e-35 -0.15914499999999995 0.10334500000000001 -0.053834999999999994 0.13134000000000004 -0.068604999999999985 -0.081399999999999986 1.0000000180025095e-35 -0.012164999999999999 0.5140450000000002 -0.049894999999999995 -0.099524999999999988 -0.070649999999999977 -0.066504999999999995 -0.13027499999999997 -0.14832499999999996 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 7 -5 6 -2 -4 -9 10 11 -6 13 14 -1 17 -12 18 -16 -20 21 -21 23 -13 -25 26 -26 28 29 -27
right_child=5 -3 3 4 9 -7 -8 8 -10 -11 16 22 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0020698735499566465 -0.00041876663975899258 -8.7139605731925739e-05 0.001154027457250072 -0.00025546906975681423 0.0019907932733721437 0.0014118804397612304 0.00048541869726931287 0.00061773876004726541 -0.00081541886160104414 0.00047507286236057693 7.1513995730598605e-05 0.0019969167395809955 0.00064847923423195163 0.0022884326413810984 0.0012495952974664189 0.00013835761471644268 0.0011960826897354686 0.0019896284948469167 -0.00079559878746279246 0.0011416045916898844 0.0020301706736735956 0.00017916241227154719 0.0004565489272766297 0.0019639486493851729 -0.00029954686807661312 0.00067507690865016166 0.0010429761954244402 0.0012958019504669127 0.00032544498673317985 0.0019860109108891578
leaf_weight=34 39 33 22 22 33 28 285 26 25 60 38 40 67 23 1533 20 29 34 21 123 21 33 36 25 21 38 32 298 57 25
leaf_count=34 39 33 22 22 33 28 285 26 25 60 38 40 67 23 1533 20 29 34 21 123 21 33 36 25 21 38 32 298 57 25
internal_value=0 0.00112728 0.00114192 0.000966804 0.00103247 0.000458935 0.000376582 0.000288553 -8.47895e-05 0.00107118 0.0011244 0.0011871 0.00121779 0.0012385 0.00122522 0.00120913 0.000558268 0.00122126 0.00120617 0.000869978 0.00106759 0.000938011 0.00114073 0.00118668 0.00112134 0.00107662 0.000511033 0.00114833 0.000782113 0.00119529
internal_weight=0 2769 2736 827 754 352 324 73 51 732 672 605 1909 1842 1819 1785 67 1765 1731 198 177 156 572 536 496 471 53 418 120 63
internal_count=3121 2769 2736 827 754 352 324 73 51 732 672 605 1909 1842 1819 1785 67 1765 1731 198 177 156 572 536 496 471 53 418 120 63
is_linear=0
shrinkage=0.00455379


Tree=1373
num_leaves=31
num_cat=0
split_feature=4 2 3 52 4 9 44 123 4 1 457 42 15 12 0 484 42 1446 10 0 2 39 15 1456 484 0 48 47 159 12
split_gain=5.44997 1.92903 1.37548 1.17886 1.06232 1.06207 1.06137 1.00193 0.96256 1.32333 2.18114 1.57564 1.15305 0.948433 1.11541 1.53051 2.0727 1.23579 0.931903 1.14816 0.898141 1.26353 1.33121 0.810175 0.832476 0.803872 1.32962 0.962701 0.972095 1.16884
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.50500500000000004 -1.0000000180025095e-35 0.081805000000000017 0.083965000000000012 -0.082249999999999976 0.091785000000000019 0.060310000000000009 0.10705500000000003 0.093115000000000017 0.11650500000000001 -0.086284999999999987 -0.081614999999999979 0.085730000000000015 0.088360000000000008 -0.062879999999999978 -0.036484999999999997 0.10045500000000002 0.084020000000000011 -0.46471999999999997 -0.080549999999999983 0.085595000000000018 -0.14454499999999995 0.090085000000000012 0.11043500000000002 0.0089800000000000019 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 18 -5 7 8 -1 13 -10 11 25 -13 14 15 -7 -17 23 -2 20 -20 22 -22 -16 -25 26 -11 28 29 -27
right_child=3 -3 -4 4 -6 6 -8 -9 9 10 -12 12 -14 -15 17 16 -18 -19 19 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00037958272327914621 -0.00047035036571604091 -7.999418249652132e-05 0.00037691396640475758 0.0015180177956581164 0.00050584097525283695 0.00051884853434096343 0.0018491949611392818 0.0009731758105017851 0.0010794077437021271 -0.00036135105664572006 -1.2697482335471298e-05 -0.00067475029917649695 0.00069118069148846881 0.00021889733203868468 0.002109504183583927 0.0014129908667390501 0.0027066909685287536 0.00013523533433544322 -0.00065506610881600931 0.00091120876512527438 0.0015962725396647529 -0.00038106916937487458 0.0003158652719192861 0.0012048823493352831 0.00039261423899388193 0.0020062255574956043 0.0013120673979941267 0.00067404290547809118 0.00034932699739137534 0.0011800889811847499
leaf_weight=21 32 33 64 35 62 24 38 27 1457 21 63 20 40 20 20 90 38 25 24 63 22 41 86 444 29 53 20 67 20 122
leaf_count=21 32 33 64 35 62 24 38 27 1457 21 63 20 40 20 20 90 38 25 24 63 22 41 86 444 29 53 20 67 20 122
internal_value=0 0.00103628 0.00104981 0.000432287 0.000871059 0.001066 0.00107859 0.000381344 0.00106721 0.00101283 0.000785102 0.000923563 0.00023587 0.00121562 0.00124537 0.00159524 0.00179706 0.00114271 0.000273477 0.000374335 0.000178827 0.000313145 0.000576689 0.0011938 0.00115508 0.00105974 0.000454951 0.00115438 0.00131942 0.00143029
internal_weight=0 2756 2723 365 97 2659 2611 48 2573 1883 426 363 60 690 670 152 128 518 268 236 173 149 108 493 473 303 41 262 195 175
internal_count=3121 2756 2723 365 97 2659 2611 48 2573 1883 426 363 60 690 670 152 128 518 268 236 173 149 108 493 473 303 41 262 195 175
is_linear=0
shrinkage=0.00464487


Tree=1374
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 3 12 12 39 40 16 4 157 157 0 42 39 129 13 13 43 1212 1212 1203 402 2 0 1424 130 42
split_gain=4.41448 1.56252 1.11414 0.954876 0.957001 0.902729 1.08017 1.5013 0.891916 1.45339 0.839537 0.854259 1.30094 0.933408 1.29824 0.8882 1.05939 0.855431 0.882511 1.00649 0.926057 1.42531 1.57432 0.87541 0.844852 0.888989 0.943728 0.943863 0.960989 1.20891
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 -0.0091949999999999983 -0.08440499999999998 -0.54656499999999986 0.024790000000000003 0.10645500000000001 -0.06588999999999999 -0.14226499999999997 -0.12099999999999998 0.094095000000000026 0.085550000000000015 -0.17933499999999997 -0.097224999999999992 0.0016850000000000001 -0.014129999999999998 -0.087464999999999987 0.089165000000000008 -0.089154999999999998 0.11144000000000001 0.13134000000000004 1.0000000180025095e-35 0.087820000000000023 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 6 -2 -8 -1 -10 -11 15 13 -13 -15 -12 17 18 -17 -20 21 22 -21 -22 -23 26 27 28 29 -26
right_child=3 -3 -4 4 -6 -7 7 -9 9 10 11 12 -14 14 -16 16 -18 -19 19 20 23 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020668548917681601 0.0015658688320260084 -8.2699331219391258e-05 0.00038966010597242979 0.0012810663307890936 0.00016247935370501462 -0.00072793407988753632 -0.00098929348842269381 0.00042258010421821423 0.00027126952149193105 0.0020842841738145665 0.0016314490914169032 -0.00016644752522631075 -0.00028252523225082507 0.0021200673168060426 0.00092043059924256255 0.00011761185742741804 -1.9685677479338978e-05 0.00064806833722261888 0.0017586897722766382 0.0014260440031507288 0.00078331352300425427 0.0015934340174333468 0.0029695403730299976 0.0019147007620864658 0.0015153939062979469 0.0016496507851495651 0.002229161778824696 0.002086934811666634 0.00029976173641614362 0.0010034831061333693
leaf_weight=27 20 33 64 64 33 23 24 201 60 25 101 20 26 28 310 23 23 99 79 76 267 114 25 21 151 83 20 25 48 1008
leaf_count=27 20 33 64 64 33 23 24 201 60 25 101 20 26 28 310 23 23 99 79 76 267 114 25 21 151 83 20 25 48 1008
internal_value=0 0.00107132 0.00108531 0.000446906 0.000900516 0.000282726 0.000377604 0.00027198 0.00110205 0.00109216 0.0011113 0.00110175 0.000869846 0.000953537 0.00101981 0.00114293 0.001119 0.00113184 0.00115653 0.00116899 0.00114365 0.00119527 0.0018081 0.000865811 0.00115256 0.00111491 0.00107946 0.00106079 0.00103954 0.00107018
internal_weight=0 2756 2723 365 97 268 245 225 2659 2632 2572 2547 384 358 338 2163 2062 2039 1940 1917 1838 1550 101 288 1449 1335 1252 1232 1207 1159
internal_count=3121 2756 2723 365 97 268 245 225 2659 2632 2572 2547 384 358 338 2163 2062 2039 1940 1917 1838 1550 101 288 1449 1335 1252 1232 1207 1159
is_linear=0
shrinkage=0.00533549


Tree=1375
num_leaves=31
num_cat=0
split_feature=1 97 33 1 457 51 49 456 1 4 472 482 16 50 160 1 133 0 3 4 13 16 43 13 481 42 1 1446 52 159
split_gain=3.63075 1.08712 1.77355 1.06958 1.90599 1.40569 1.22142 1.15486 0.924717 0.888411 0.979335 0.856002 1.01876 1.73103 2.18541 3.19463 5.25622 1.60373 1.73083 1.49469 1.14602 1.12898 1.11581 1.09807 0.97103 0.946991 1.20387 0.955931 1.10087 1.41644
threshold=0.11910500000000002 -0.0047149999999999996 0.083840000000000012 0.096325000000000008 0.083415000000000017 -0.16666999999999996 -0.079429999999999987 0.092050000000000007 0.16773500000000005 -0.16363499999999997 -1.0000000180025095e-35 0.11816500000000001 0.0057500000000000008 1.0000000180025095e-35 -0.081399999999999986 0.083835000000000007 0.084415000000000018 -0.082009999999999986 -0.072624999999999981 -0.016959999999999999 0.0049450000000000006 0.51222500000000004 -0.097804999999999989 0.14871000000000004 1.0000000180025095e-35 -0.0041849999999999986 0.08864000000000001 0.037915000000000011 -0.0080349999999999987 -0.085489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 -5 -6 9 -2 10 -7 12 20 14 15 16 -14 -15 -19 22 24 -21 -16 -22 25 26 -3 -27 29 -29
right_child=8 2 -4 4 6 7 -8 -9 -10 -11 -12 -13 13 17 19 -17 -18 18 -20 21 23 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=7.7910429761434899e-05 0.00039758645874167622 0.0010466173518855711 0.0022273487736232463 0.0015790261272514393 -0.00096995780320247276 0.00068683124141940665 0.00034746508111539026 -0.00041258451023420945 -0.00056635522840051654 0.00062306178272601384 0.0018036101525419207 0.0016895115886238089 -0.0027097653941946576 0.00034404518946066842 0.0014115175147703463 0.0012222142051900517 0.00061742393755869114 0.0023668725811629579 0.00065396810149119229 -0.00016839646280220429 0.00036608856925824718 0.00080486253107569193 0.00069313901853181644 0.0010311512676552399 0.0017463656745496411 0.00081161663042655853 0.0018245907152101911 0.0014259387664557646 0.0014210415552333472 -0.00030124714401600863
leaf_weight=40 323 405 20 41 22 36 49 20 23 293 32 28 20 26 69 21 21 35 20 60 142 45 144 86 34 855 48 20 122 21
leaf_count=40 323 405 20 41 22 36 49 20 23 293 32 28 20 26 69 21 21 35 20 60 142 45 144 86 34 855 48 20 122 21
internal_value=0 0.000838112 0.00084923 0.000839078 0.000643354 0.000761817 -6.07505e-05 0.000673876 0.000333509 0.000734068 0.00121237 0.000882503 0.000872204 0.000678143 0.000546734 -0.000251015 -0.0010056 0.00129463 0.001744 0.00070227 0.000923827 0.000248715 0.000925853 0.000616946 0.000970318 0.000952381 0.00112905 0.000873764 0.00119975 0.000541283
internal_weight=0 2775 2735 2715 493 422 71 381 346 361 68 2222 2194 461 380 62 41 81 55 318 1733 105 213 228 1505 1471 453 1018 163 41
internal_count=3121 2775 2735 2715 493 422 71 381 346 361 68 2222 2194 461 380 62 41 81 55 318 1733 105 213 228 1505 1471 453 1018 163 41
is_linear=0
shrinkage=0.00464487


Tree=1376
num_leaves=31
num_cat=0
split_feature=4 2 16 4 157 13 13 16 12 52 150 13 13 0 4 15 39 157 13 1416 13 51 12 12 483 1454 42 13 3 2
split_gain=3.07477 1.13504 0.910542 1.0007 1.40235 1.22443 1.40597 0.96303 1.00074 0.909944 0.873764 0.953364 3.10314 1.58432 1.40342 1.11447 0.982107 0.866847 0.858783 0.841707 0.970723 3.25896 1.12797 1.84295 0.855483 1.21336 0.899204 1.24393 1.41561 1.31462
threshold=0.26450500000000005 0.17025000000000004 -0.43320999999999993 0.024790000000000003 -0.06588999999999999 -0.17933499999999997 -0.42195999999999995 -0.11118499999999999 -0.093619999999999995 0.039215000000000007 0.12068000000000002 -0.15714499999999998 -0.095304999999999987 -0.12333499999999999 0.41816000000000003 -0.040804999999999994 0.10076500000000001 0.090460000000000013 0.27266500000000005 1.0000000180025095e-35 0.030370000000000005 0.11144500000000002 0.082095000000000015 0.088305000000000008 -0.095084999999999989 0.074020000000000016 -0.008624999999999999 -0.076599999999999988 -0.097604999999999983 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -7 -9 10 11 13 -13 -2 15 -14 -16 -6 19 20 24 22 -22 -24 25 -10 -26 -28 -29 -30
right_child=9 -3 3 4 17 7 -8 8 18 -11 -12 12 14 -15 16 -17 -18 -19 -20 -21 21 -23 23 -25 26 -27 27 28 29 -31
leaf_value=0.0014146323877612008 -9.7199191858789641e-05 -0.00011161188138918055 0.00081421300565502456 -0.00078159806489228186 0.00075624451312415644 0.0014034671682758703 -0.00065819466188671554 3.2304277201860784e-05 0.0019212354612669397 0.00077405116685687195 0.0011761722717115893 -0.002005706503780548 -0.0012359363486110582 0.0016577511701147466 0.00074781573703843374 0.00030661149558905562 -0.00039197778188589794 -0.00036782895353260059 0.0019428366882255667 0.001808531292874801 -0.00023423125603811503 -0.0012769348912389548 0.0022994742253650831 0.00073837693768752008 0.0011326150920156766 0.00040978505199402684 0.00098546230535195975 -0.00052431762738914406 0.00055937924101869755 0.0012252636375344654
leaf_weight=89 32 33 48 20 279 115 30 37 54 111 24 21 30 27 93 24 28 21 23 29 28 24 24 209 408 21 728 28 374 109
leaf_count=89 32 33 48 20 279 115 30 37 54 111 24 21 30 27 93 24 28 21 23 29 28 24 24 209 408 21 728 28 374 109
internal_value=0 0.000871907 0.000883937 0.000865833 0.000586362 0.000904903 0.000247902 0.000928081 0.000901998 0.000365459 0.000202901 0.000111299 -6.76927e-05 0.000705914 0.000164869 -0.00055036 0.000484062 0.000677559 0.000917626 0.000906045 0.000893004 0.000604573 0.000777585 0.000899177 0.000940741 0.00149803 0.000915364 0.000843823 0.000642037 0.000709651
internal_weight=0 2731 2698 2609 320 2289 78 2211 2096 390 279 255 196 59 175 54 121 300 2059 2036 2007 285 261 233 1722 75 1647 1239 511 483
internal_count=3121 2731 2698 2609 320 2289 78 2211 2096 390 279 255 196 59 175 54 121 300 2059 2036 2007 285 261 233 1722 75 1647 1239 511 483
is_linear=0
shrinkage=0.00533549


Tree=1377
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 2 47 0 0 2 0 43 0 12 39 52 3 156 2 3 3 50 1 1
split_gain=351.814 41.0893 38.314 24.0016 19.932 16.9234 11.8029 11.0619 10.4126 13.2734 9.00293 7.8567 6.70682 6.69961 6.61206 7.44221 6.13529 5.85207 5.29442 7.77766 4.94782 4.9185 4.51319 4.46155 4.2708 4.07681 6.59449 3.73331 3.62089 3.49795
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11704500000000001 0.077555000000000013 -0.14832499999999996 1.0000000180025095e-35 0.092235000000000025 -0.13027499999999997 -0.04890499999999999 -0.097024999999999986 0.13597000000000004 0.096625000000000016 1.0000000180025095e-35 -0.11171999999999999 0.092190000000000008 0.10402500000000002 0.149315 -0.017889999999999996 0.041865000000000006 0.12958500000000003 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 12 8 13 -6 29 28 18 -2 22 -4 15 17 -15 -9 -8 -20 25 24 -1 -24 -17 26 -11 -7 -10 -3
right_child=1 5 6 -5 7 27 10 14 9 20 -12 -13 -14 16 -16 21 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014132632518262733 0.0021101789267689523 0.00096535117670179104 0.0028904759190481869 0.00092401378438095104 0.0023116885346864302 8.1868929312323325e-05 0.0027480380197958182 0.0013382160320544521 0.0022009176061897904 0.00051508863555642479 0.0018766705376798347 0.0011445303231978391 0.0027668459216467363 0.0016063690462090516 0.00066883474437005148 0.0015201604993432855 0.002370640084876266 0.002153591586067934 0.0022317165769006105 0.0014374896787451054 0.00040197355132975813 0.0018551078229937169 0.0020231217978207532 0.0027198915109211486 0.00084468280445666136 0.00068645031751183813 0.0013896825170982266 0.00072883906752473754 0.0013683841707729676 0.00033979506109488777
leaf_weight=20 95 24 48 75 31 73 37 28 21 22 171 20 29 21 21 29 1072 45 735 25 31 21 127 21 50 48 73 23 20 65
leaf_count=20 95 24 48 75 31 73 37 28 21 22 171 20 29 21 21 29 1072 45 735 25 31 21 127 21 50 48 73 23 20 65
internal_value=0 0.00100412 0.00220488 0.00154031 0.00181972 0.000749428 0.00228195 0.00153496 0.000911288 0.00107803 0.00216822 0.00194224 0.00214496 0.00237844 0.00141084 0.00150091 0.00235596 0.00184084 0.00223077 0.00220559 0.000909135 0.00125276 0.00203762 0.00212199 0.00109264 0.00101908 0.00118714 0.000236872 0.0017948 0.000508484
internal_weight=0 590 2531 190 422 400 2109 225 304 215 968 115 197 1141 194 173 1093 73 797 760 174 100 168 148 79 143 95 96 41 89
internal_count=3121 590 2531 190 422 400 2109 225 304 215 968 115 197 1141 194 173 1093 73 797 760 174 100 168 148 79 143 95 96 41 89
is_linear=0
shrinkage=0.00140032


Tree=1378
num_leaves=31
num_cat=0
split_feature=1 46 2 34 31 2 10 131 2 13 43 48 454 11 0 49 3 16 39 14 48 3 14 0 157 2 3 4 11 11
split_gain=3.50396 1.0583 1.09945 0.884816 1.38999 1.14449 1.02562 0.921969 1.78815 0.859524 1.55718 0.924395 0.849479 0.837413 0.833162 1.40742 1.10133 0.97826 0.798795 1.10089 1.09289 0.755264 0.752896 1.02958 2.46347 1.72713 1.21459 1.39141 1.10734 0.887372
threshold=0.11910500000000002 0.084955000000000017 0.10527500000000002 -0.038779999999999995 -0.081689999999999985 0.116525 0.09820000000000001 0.090030000000000013 0.31358000000000003 0.10935500000000002 -0.23229999999999998 0.12737000000000001 -0.082299999999999984 0.090070000000000025 -0.086934999999999985 -1.0000000180025095e-35 -0.11171999999999999 -0.0087049999999999992 0.10308000000000002 -0.41076499999999994 0.13127500000000003 0.13524500000000003 0.076175000000000007 -0.13027499999999997 -0.016164999999999995 0.087675000000000017 -0.0037349999999999996 0.042705000000000007 0.094350000000000003 0.077290000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -2 6 -5 8 18 11 -11 13 -1 14 17 -16 -17 -4 19 -7 21 -21 23 24 -14 -26 27 -27 -25 -24
right_child=3 -3 9 5 -6 7 -8 -9 -10 10 -12 -13 22 -15 15 16 -18 -19 -20 20 -22 -23 29 28 25 26 -28 -29 -30 -31
leaf_value=0.0016899886515937697 0.00043385473697677866 0.0016576112305968184 0.00054070038626310003 0.0010481987708136525 -0.0011754338834394974 0.0013171119685971041 2.5920997269901306e-05 0.00086352879484322186 -0.0011717961818496487 0.00066492563693181265 -0.00087802655725502843 -0.00022326028102779674 -0.0010123299797063475 0.0013840576612632331 0.0017805600345717329 -0.00011796405528559694 0.00078189158754363934 -0.00034971251358840674 -0.00039541760053933556 -0.00070497262933354946 0.00083475242192474191 0.00027876610103422212 0.00072214510909827489 0.00080734431016815439 0.0016882013753921226 -0.00095222440145556258 0.00091552864395284253 0.00060217432715484729 -0.00024851425379940307 0.0016301263016517307
leaf_weight=21 23 26 119 71 20 21 27 33 21 32 22 24 21 31 25 31 216 31 33 28 34 35 41 1958 25 22 41 24 20 45
leaf_count=21 23 26 119 71 20 21 27 33 21 32 22 24 21 31 25 31 216 31 33 28 34 35 41 1958 25 22 41 24 20 45
internal_value=0 0.000761118 0.000752639 0.000284654 -0.000314652 0.000369704 0.000766551 0.000179993 4.88489e-05 0.000570163 3.63155e-05 0.000630599 0.000796325 0.000675836 0.00062381 0.000771124 0.000668954 0.000356682 0.000218608 0.000390326 0.000189682 -0.000158451 0.000787783 0.000771102 0.000390872 0.000653973 0.000356781 -0.000141234 0.000796668 0.00119725
internal_weight=0 2775 2749 346 43 303 98 205 172 531 54 477 2218 453 422 272 247 150 151 118 97 63 2197 2111 133 112 87 46 1978 86
internal_count=3121 2775 2749 346 43 303 98 205 172 531 54 477 2218 453 422 272 247 150 151 118 97 63 2197 2111 133 112 87 46 1978 86
is_linear=0
shrinkage=0.0044645


Tree=1379
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 0 47 1 0 2 52 150 0 1 156 157 48 4 3 43 47 16 50 1 15 1 14
split_gain=250.851 41.9665 26.0051 19.3308 13.4667 13.3673 8.68065 7.97525 10.1225 7.83784 6.67268 5.56681 5.3778 4.8465 7.2424 4.44173 4.18844 4.14196 4.04123 3.64729 3.46356 5.31946 5.51301 3.20724 3.80956 3.11698 3.0441 3.02488 2.99228 2.88182
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.13082500000000002 0.077845000000000011 -0.079119999999999982 0.11474000000000002 0.039215000000000007 0.09487000000000001 -0.15599999999999997 0.16540500000000002 -0.0071349999999999998 -0.028564999999999997 0.093265000000000015 -0.49405499999999997 -0.11171999999999999 -0.15582499999999996 0.078345000000000012 -0.42170999999999997 0.10883000000000001 0.11323000000000001 -0.013969999999999998 0.11588000000000001 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 23 7 8 15 16 -5 25 28 14 18 -1 29 -13 -9 20 -19 22 -22 24 26 -10 -3 -20 -7 -4
right_child=1 2 9 10 -6 12 -8 13 11 -11 -12 17 -14 -15 -16 -17 -18 19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020252072705839968 0.0022741516780846313 0.0017178434443354705 0.00129665634726446 0.0022049175158567634 0.0015541909729098208 0.0022426577694743014 0.0027221027455179687 0.0015249143896850946 0.0024094734328145031 0.0014690940684920781 0.0014068820040504611 0.0026394243375918859 0.0013062553906487166 0.0023103432820282452 0.0011813846917622117 0.0012549267139997673 0.00021936244719494781 0.0024699133229385442 0.0020454360926012564 0.0017633582623360657 0.0023458365007020593 0.0022291141460275277 0.0014651431677927308 0.0016160228870693676 0.0010524841467755681 0.0021831139282689812 0.0011048734982462476 0.0025570803021016672 0.0017056353180540122 0.00079236410554973935
leaf_weight=43 76 37 24 28 48 48 84 25 1031 37 67 42 26 120 20 21 22 88 169 35 21 397 37 40 128 129 26 25 33 194
leaf_count=43 76 37 24 28 48 48 84 25 1031 37 67 42 26 120 20 21 22 88 169 35 21 397 37 40 128 129 26 25 33 194
internal_value=0 0.00131172 0.00119279 0.00224915 0.00227385 0.00144835 0.00228895 0.00227244 0.00230888 0.000880942 0.00164209 0.00232817 0.0018495 0.00208523 0.0019722 0.00177246 0.000790268 0.00222316 0.00204442 0.00219291 0.0022206 0.00217238 0.00178401 0.00126254 0.00118851 0.0023843 0.00146487 0.00211137 0.00202387 0.000847883
internal_weight=0 691 615 2430 2335 338 2287 2203 1844 277 95 1780 107 359 239 64 240 620 219 578 543 455 58 231 191 1160 63 194 81 218
internal_count=3121 691 615 2430 2335 338 2287 2203 1844 277 95 1780 107 359 239 64 240 620 219 578 543 455 58 231 191 1160 63 194 81 218
is_linear=0
shrinkage=0.00137286


Tree=1380
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 4 14 2 2 1 16 49 159 457 0 49 0 1 4 16 52 47 157 0 2 52 43 15
split_gain=264.533 45.2829 19.0193 18.1856 16.1146 14.7828 10.2304 8.77212 8.09554 6.74586 6.43805 6.12237 4.97329 4.79563 4.52324 4.14468 3.59338 7.07243 4.19424 5.8584 2.91423 2.88371 2.55989 2.53459 2.43011 2.40658 2.25816 2.20398 2.20158 2.13904
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.085505000000000012 0.27834500000000006 0.062655000000000016 0.092365000000000017 0.31358000000000003 0.077845000000000011 -0.061854999999999993 -0.054984999999999992 0.082585000000000006 0.083570000000000019 -0.11173999999999999 0.0065400000000000015 -0.14454499999999995 0.085605000000000014 0.0082450000000000006 0.0039400000000000008 0.12418000000000001 0.11043500000000002 -0.41966499999999995 -0.026509999999999995 0.11411 -0.088204999999999992 -0.080324999999999994 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 7 10 8 9 16 22 -4 -8 -2 15 21 17 18 19 -1 -18 -3 -6 -15 -11 -7 -5 -10 -13 -28
right_child=1 4 11 26 6 25 12 -9 27 24 -12 28 -14 23 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0025763892232740808 0.0014503907177948426 0.0014627301305764318 0.0021121754836088465 0.0015121631522834981 0.00068050931727361996 0.0017927826738763932 0.00096445067362516926 0.0013822987734711618 0.0023192721924098895 0.0024975367351352533 1.9485465022789665e-05 0.0015334739040086878 0.0016727621663582713 0.0022199675285943972 0.00092090552887800635 0.0010537968782668534 0.0022832748232002329 0.0026463791855881095 0.0013408264901691789 0.0016603688195792909 0.0020032888811780348 0.002024363637885036 0.0011134075346021797 0.0018186456935046754 0.0020782349204296483 0.001199790852255676 0.0013091829155816388 0.0027726879434845286 0.001010756604704172 0.00078248210086556105
leaf_weight=20 24 78 28 31 158 22 45 22 28 25 24 47 28 87 38 36 1346 23 23 31 68 20 28 40 645 26 29 56 20 25
leaf_count=20 24 78 28 31 158 22 45 22 28 25 24 47 28 87 38 36 1346 23 23 31 68 20 28 40 645 26 29 56 20 25
internal_value=0 0.00124748 0.00217276 0.00171652 0.0010042 0.00219631 0.000810605 0.00221152 0.00221957 0.00220409 0.000662683 0.00159399 0.00123613 0.00199134 0.00132274 0.00143669 0.00225296 0.00200727 0.00180862 0.00201959 0.00226981 0.00157735 0.000745677 0.00209357 0.00209388 0.00147158 0.0012283 0.00262155 0.00137744 0.00106534
internal_weight=0 691 2430 236 455 2335 283 2287 2265 2181 210 95 73 151 172 134 1511 97 74 51 1414 98 186 127 670 48 85 84 67 54
internal_count=3121 691 2430 236 455 2335 283 2287 2265 2181 210 95 73 151 172 134 1511 97 74 51 1414 98 186 127 670 48 85 84 67 54
is_linear=0
shrinkage=0.00131955


Tree=1381
num_leaves=31
num_cat=0
split_feature=1 9 123 44 2 454 1 14 11 0 51 4 151 4 10 4 2 10 4 13 51 49 42 15 124 12 1212 160 1454 159
split_gain=4.61029 1.29355 1.50701 1.41316 1.33816 1.40295 0.955877 0.857725 1.11389 0.810968 2.77579 1.42929 1.91997 1.33508 0.805076 1.25655 1.0376 1.5248 0.782375 1.65705 1.19747 1.07743 0.894992 1.06901 0.775066 0.879548 1.80511 1.16045 0.92986 0.951097
threshold=0.11910500000000002 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 0.10252500000000002 -1.0000000180025095e-35 0.16773500000000005 0.054835000000000009 0.08740500000000001 -0.11013499999999998 -0.076794999999999988 -0.0016099999999999997 1.0000000180025095e-35 0.10637500000000001 1.0000000180025095e-35 0.51164000000000009 0.116525 -1.0000000180025095e-35 -0.022844999999999997 0.10935500000000002 0.11548000000000001 -0.032624999999999994 0.11839500000000001 -0.040439999999999997 -0.083859999999999976 0.083785000000000012 0.040035000000000008 -0.55323499999999981 1.0000000180025095e-35 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 14 8 9 10 -3 -12 13 -13 16 -16 17 -2 -7 20 21 -20 23 -23 -11 26 28 -27 29 -26
right_child=6 3 -4 -5 5 18 -8 -9 -10 24 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00074747494250405173 0.00014551349996072061 -0.00094753627045950398 0.00094036247077259715 0.001957827852054336 -0.00045765071272187255 0.0010084357289875626 -0.00054125771459262516 0.0014486618226956008 -8.4006725897443725e-05 0.00027791622396130096 0.00010676379179631194 0.002474743992226421 -7.7251466350252058e-05 0.0011346608402554618 -0.0010050068938281993 0.00057140237118245472 0.00034020453035396971 0.0014207261201818586 0.00021552380406899448 -0.00040524793761295496 0.0017095101126301121 0.00081817089606428864 -3.0716132621236186e-05 0.0019028283591571201 0.00088365931282723782 -6.6624547331512826e-05 0.0024086791971593934 0.001007635722326826 0.0020664770624467779 0.0018656385950880589
leaf_weight=21 32 20 25 30 20 225 23 88 21 30 35 23 20 53 20 24 192 55 82 29 26 180 23 22 143 22 28 1563 21 25
leaf_count=21 32 20 25 30 20 225 23 88 21 30 35 23 20 53 20 24 192 55 82 29 26 180 23 22 143 22 28 1563 21 25
internal_value=0 0.000942253 0.000169828 0.000955273 0.000944129 0.000752124 0.000373642 0.00099984 0.000980131 0.0009914 0.000664219 0.000910289 0.00120324 0.00154021 0.00043879 -0.000145147 0.00053088 0.000951682 0.000793343 0.000659653 0.000752393 0.000671334 0.000837451 0.000936302 0.00101837 0.00103069 0.00130803 0.000992725 0.00114497 0.00102979
internal_weight=0 2775 46 2729 2699 607 346 2092 2004 1983 151 131 96 76 323 44 279 87 587 362 333 307 225 202 1832 1802 217 1585 189 168
internal_count=3121 2775 46 2729 2699 607 346 2092 2004 1983 151 131 96 76 323 44 279 87 587 362 333 307 225 202 1832 1802 217 1585 189 168
is_linear=0
shrinkage=0.00464487


Tree=1382
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 4 43 2 47 0 0 2 1 0 12 11 0 11 50 150 3 2 4 4 16 50
split_gain=266.427 34.5176 27.493 16.1808 15.2051 13.9218 11.4728 8.53548 7.99309 7.7658 7.28744 6.12118 5.46097 5.80969 5.64886 5.19958 4.89337 4.889 6.23722 4.71299 5.43944 4.72651 4.54015 4.3962 3.52085 3.36374 3.24784 2.99498 2.63518 2.67224
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.090285000000000018 0.11362000000000001 0.40945500000000007 0.033845000000000007 -0.066504999999999995 0.087470000000000006 0.10019500000000002 -0.15350499999999997 -0.062294999999999996 0.11704500000000001 0.12000500000000001 -0.097024999999999986 0.13597000000000004 1.0000000180025095e-35 -0.12333499999999999 0.080150000000000013 0.041865000000000006 0.09487000000000001 0.10542000000000001 0.085730000000000015 -0.015624999999999998 -0.15464999999999998 -0.073849999999999985 0.11644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 8 19 10 12 17 11 -1 13 -3 -14 -2 -10 -8 28 20 -4 -21 -7 24 25 -12 -6 -27 29 -19
right_child=1 5 6 -5 26 22 9 -9 16 -11 23 -13 14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011301188707974863 0.0021373960307918931 0.0018071563106021697 0.0016457951378897923 0.0011838122000770147 0.0018775498614992294 0.00034589195440492431 0.0027209015066180075 0.0013566989817782474 0.0012557403838025047 0.0019111562955915137 0.0026296993918448262 0.0019991074123386922 0.0020914667643349462 0.0010068821567085669 0.0011430676784368549 0.0013672327493089694 0.00070463383288791302 0.0023813531641416934 0.0015355018232764918 0.0030598457000724708 0.002368626428280507 0.0024038714026193742 0.001045367171083488 0.0016210095165889453 0.0017627623974632457 0.0025584423657595856 0.0012748373735982452 0.002093698733103565 0.0021679369440726006 0.0019344708694662566
leaf_weight=22 95 21 20 75 22 73 37 31 44 171 58 50 29 92 20 20 98 254 25 37 1037 47 23 20 21 37 72 89 453 28
leaf_count=22 95 21 20 75 22 73 37 31 44 171 58 50 29 92 20 20 98 254 25 37 1037 47 23 20 21 37 72 89 453 28
internal_value=0 0.0011981 0.00222255 0.00167991 0.00190268 0.000969244 0.00228656 0.00204219 0.00111317 0.00217662 0.00211374 0.00173358 0.00132159 0.00115561 0.00170437 0.00200345 0.000875399 0.00223358 0.00220986 0.00237982 0.00235495 0.00269281 0.000513475 0.00223539 0.00229533 0.00235611 0.0014159 0.00223017 0.00223279 0.00233698
internal_weight=0 590 2531 190 422 400 2109 328 304 968 297 72 162 113 49 115 142 797 760 1141 1057 84 96 225 205 184 94 126 735 282
internal_count=3121 590 2531 190 422 400 2109 328 304 968 297 72 162 113 49 115 142 797 760 1141 1057 84 96 225 205 184 94 126 735 282
is_linear=0
shrinkage=0.00137286


Tree=1383
num_leaves=31
num_cat=0
split_feature=1 2 123 48 1420 1429 484 13 475 475 12 149 16 106 155 12 51 3 12 48 159 1209 52 16 11 4 0 1208 13 3
split_gain=4.69303 1.27843 0.896371 1.10691 0.894421 1.22334 2.32048 3.29451 1.08063 1.14037 1.7735 1.01165 1.26259 1.10738 1.20372 0.986782 1.64925 0.881277 1.16523 0.880554 0.843625 0.778551 0.791939 1.4677 0.907129 1.59425 0.93524 0.740454 0.719378 0.985131
threshold=0.11910500000000002 0.10188000000000001 0.085740000000000011 0.081805000000000017 -0.084814999999999988 0.084770000000000012 0.073690000000000019 -0.01163 -0.085719999999999977 -0.090439999999999979 0.083875000000000019 0.075040000000000009 0.19444000000000003 0.085655000000000009 0.083440000000000014 0.092355000000000007 -0.25354999999999994 0.30112000000000005 -0.42850999999999995 0.12737000000000001 0.097885000000000014 0.082105000000000011 -0.14715499999999998 -0.015314999999999997 0.08776500000000001 -0.17966999999999997 -0.068944999999999992 0.10383000000000002 0.049530000000000012 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 19 -4 -1 8 -7 -8 9 -6 -11 12 13 14 21 -14 -17 -2 -19 -3 -20 22 23 -10 25 -24 28 -23 29 -27
right_child=17 2 3 -5 5 6 7 -9 11 10 -12 -13 15 -15 -16 16 -18 18 20 -21 -22 27 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015241708374986427 0.00045413329939190196 0.00074117233516580669 -0.00033202635309426387 0.00081021821355422153 0.0007736080393376904 0.0010830660315491692 0.00061225647428497375 -0.0013442970572766623 0.0021009626358600938 0.0011053279743413337 0.002610197502683367 0.0016205944078259153 0.00077686486499809512 -5.246077373214046e-05 0.0015743368134256549 0.00093851832280077401 -0.0004744998078604403 0.00059707510411739361 -0.00063525988011811456 -3.4226122216807544e-05 0.00035398318455202285 0.0012947554619415387 0.0016957697863424956 0.0008862072108144518 -1.5694532478650828e-05 0.0015299668813322435 0.00028179675706313035 0.00064393280123483396 0.00056461578380054809 0.00084559587349774363
leaf_weight=32 250 562 30 24 37 49 38 21 22 32 20 27 69 20 39 21 34 34 42 24 20 116 33 54 20 34 50 36 140 1191
leaf_count=32 250 562 30 24 37 49 38 21 22 32 20 27 69 20 39 21 34 34 42 24 20 116 33 54 20 34 50 36 140 1191
internal_value=0 0.000819791 0.000664378 0.000175638 0.000866379 0.000856369 0.000445424 -8.41439e-05 0.000878616 0.00130559 0.00168412 0.000858679 0.00084773 0.000875046 0.000885738 0.000461126 6.50162e-05 0.000330152 7.2844e-06 0.000709415 -0.000316149 0.000869903 0.000843253 0.00123785 0.000822824 0.000834406 0.000814318 0.00114061 0.000833824 0.000864591
internal_weight=0 2775 640 54 2135 2103 108 59 1995 89 52 1906 1879 1755 1735 124 55 346 96 586 62 1696 1544 76 1468 1448 1415 152 1365 1225
internal_count=3121 2775 640 54 2135 2103 108 59 1995 89 52 1906 1879 1755 1735 124 55 346 96 586 62 1696 1544 76 1468 1448 1415 152 1365 1225
is_linear=0
shrinkage=0.00396435


Tree=1384
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 47 1 14 2 4 11 1 4 47 1 15 10 43 4 16 160 12 3 51 3 3
split_gain=546.651 89.5339 54.21 45.8111 34.2304 24.3285 16.2032 14.2461 14.1912 12.6746 12.3057 10.3415 9.68004 9.40847 5.55618 6.95036 10.2389 4.90171 4.85326 4.3687 3.95 3.46617 3.32198 3.67127 2.90668 2.88368 3.19709 2.86183 3.13981 2.88814
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 0.091195000000000012 -0.41942499999999994 -0.38124499999999995 -0.14792499999999997 0.042705000000000007 -0.10850999999999998 -1.0000000180025095e-35 0.090285000000000018 -0.10519499999999998 -0.085989999999999997 0.0022600000000000003 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 11 -6 12 -5 18 13 -4 15 22 -17 27 -1 -14 -21 -16 25 -24 -15 26 -9 -3 -29 -30
right_child=1 2 9 10 8 -7 -8 14 -10 -11 -12 -13 19 24 21 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.002702018280514658 0.0025584611241334745 0.00044273048621196214 0.0011122492359157041 0.0022661650816694244 0.0023287299341681954 0.0015825246430496908 0.0014452056698949283 0.0022089730371105047 0.0012055440376944079 0.0012671693664670796 0.0012208298034583095 0.0032636345098307545 0.00039207499382283161 0.00073401171164019406 0.0023157942087070572 0.002603612832550136 0.0014601248168556672 0.0015100587611474126 0.0024744710622151772 0.00015242490253008573 -0.00060123665552257611 0.002974035439871995 0.0024785791232005607 0.0020915977565568564 0.00021063131840139341 0.0024588130699403346 0.0027774178900158352 0.00080161827336557414 0.0013871141771492675 0.00082539471376131884
leaf_weight=1117 74 22 44 34 71 48 24 23 32 34 63 59 32 28 21 28 34 32 220 25 30 62 109 86 81 396 124 90 50 28
leaf_count=1117 74 22 44 34 71 48 24 23 32 34 63 59 32 28 21 28 34 32 220 25 30 62 109 86 81 396 124 90 50 28
internal_value=0 0.00110531 0.000925789 0.00253031 0.00131259 0.00256922 0.00258979 0.00260184 0.00197978 0.000466993 0.00158724 0.00268989 0.000353635 0.000565702 0.00246263 0.00242686 0.00197654 0.00100304 0.00266458 -1.93112e-05 -0.000258663 0.00280749 0.00246469 0.00230791 0.000345078 0.00252099 0.00268848 0.000917645 0.000979836 0.00118547
internal_weight=0 673 599 2448 325 2351 2303 2279 103 274 97 1396 240 153 883 800 62 222 1337 87 55 83 738 195 109 543 147 190 168 78
internal_count=3121 673 599 2448 325 2351 2303 2279 103 274 97 1396 240 153 883 800 62 222 1337 87 55 83 738 195 109 543 147 190 168 78
is_linear=0
shrinkage=0.00140032


Tree=1385
num_leaves=31
num_cat=0
split_feature=1 12 1375 2 2 2 0 2 16 2 159 4 3 47 402 0 3 43 12 49 16 0 16 12 4 49 4 480 481 159
split_gain=5.27068 1.47858 1.40766 1.48259 1.00021 1.03895 1.12152 1.31767 1.01972 0.958845 0.947533 0.90147 1.35827 0.875786 1.30388 1.19767 1.05661 0.862206 1.05476 0.814156 0.844778 1.12996 1.12473 1.05055 1.34245 1.47502 0.746038 0.71908 1.0966 0.897228
threshold=0.11910500000000002 0.078300000000000008 -0.27302499999999996 0.14530500000000005 -0.0091949999999999983 0.099185000000000009 -0.085034999999999986 0.073895000000000002 0.064860000000000015 -0.080614999999999978 -0.0118 0.0061450000000000003 0.076840000000000006 0.085505000000000012 0.09388500000000001 -0.040504999999999992 -0.010424999999999999 -0.074974999999999986 0.10742000000000002 -0.088694999999999982 -0.42170999999999997 -0.26343999999999995 0.052820000000000013 -0.093619999999999995 -0.0086549999999999978 0.006170000000000001 0.057560000000000007 -0.095389999999999989 -0.073474999999999985 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -8 -3 -9 12 -12 14 16 26 17 -2 -19 -7 21 -21 23 -22 -25 -26 -15 -11 29 -29
right_child=13 9 3 -5 5 19 8 10 -10 27 11 -13 -14 15 -16 -17 -18 18 -20 20 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00028898763014551589 0.00025546290952725909 0.0015523975455106352 0.0003042694032805135 -0.0003469870655080444 -5.6976768142788673e-05 0.0013173559595924707 0.0021675578833311631 0.0017275906170232957 0.0010927184828777945 0.00018041635964494951 0.001774174723228992 0.000293143252055169 0.0006438389670296021 0.0013488141527817181 -0.00073350808841142262 -0.00020593647798650881 4.6922591573008572e-05 0.0015637892847556773 0.00034338709327908445 0.00028307898889299096 -0.00056982395188793209 0.0013050538567115941 0.00086216409905339028 0.0010166812741340416 -0.00057374640710854076 0.00066660444314649953 0.00056452197271062278 0.00095649209258483192 0.00084448566253888624 0.0015260124737997913
leaf_weight=23 53 31 72 20 22 24 20 21 40 23 26 33 42 28 21 21 127 23 20 26 22 44 57 32 30 28 53 117 1957 65
leaf_count=23 53 31 72 20 22 24 20 21 40 23 26 33 42 28 21 21 127 23 20 26 22 44 57 32 30 28 53 117 1957 65
internal_value=0 0.000827487 0.000653338 0.00069211 0.000730666 0.000796407 0.00100456 0.000818538 0.001451 0.000873704 0.000976417 0.000820233 0.00107603 0.000318762 0.000192336 0.000621194 0.000279523 0.000587234 0.00099616 0.000634953 0.000566427 0.000925463 0.000417713 0.00019152 0.000377626 2.50437e-05 0.000835635 0.000863972 0.000871322 0.00115989
internal_weight=0 2775 582 559 539 467 204 144 60 2193 122 101 68 346 244 102 223 96 43 263 239 70 169 112 90 58 81 2162 2139 182
internal_count=3121 2775 582 559 539 467 204 144 60 2193 122 101 68 346 244 102 223 96 43 263 239 70 169 112 90 58 81 2162 2139 182
is_linear=0
shrinkage=0.00388662


Tree=1386
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 4 47 2 1 11 16 49 2 11 1 4 159 150 43 2 15 52 3 1 1429 13 12 15 2
split_gain=368.882 60.8716 27.7913 26.3732 19.3305 18.8769 12.5254 11.6528 10.3962 8.20729 6.81931 6.40296 6.23478 5.97253 5.20241 6.1717 6.17953 4.19761 4.50444 4.0454 3.81272 3.67354 3.67837 3.67166 3.59745 4.44553 3.54896 3.29129 3.26021 2.94216
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.13501500000000002 0.27834500000000006 0.085505000000000012 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 -0.061854999999999993 -0.054984999999999992 0.14960000000000004 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.082585000000000006 1.0000000180025095e-35 -0.14792499999999997 0.11474000000000002 1.0000000180025095e-35 0.12418000000000001 -0.11171999999999999 0.080270000000000022 0.083420000000000008 0.14871000000000004 0.090285000000000018 -0.41942499999999994 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 17 6 8 13 10 -5 24 -9 -2 21 15 23 -17 18 20 -16 -3 22 -6 26 -1 -26 -10 -25 -15 -4
right_child=1 4 29 9 7 -7 -8 11 14 -11 -12 -13 -14 28 19 16 -18 -19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0025054772732265133 0.0015014955228144339 0.0018305891471455909 0.0014989860778507281 0.0021786345089293258 0.00050706835436186684 0.0015368500546321735 0.0013790429160005133 0.00087422965751475176 0.0015740616927588037 0.0013533877248768757 0.0029080693131089568 0.0016940016457872701 0.0022495240992563507 0.00059417304827959747 0.0021076137241595001 0.0023162971554783092 0.0014328985946677115 0.00090272273803041305 0.0011395806140502473 0.002797054866026708 0.0011510815703685276 0.0012001368172632524 0.0011063465632068367 0.0024507204070796456 0.0023875209928278366 0.0017547403597570888 0.0022986641535779561 0.0022485026043818916 -1.1132967775512653e-05 0.00097876063533379009
leaf_weight=833 24 52 31 34 96 48 22 45 25 61 62 28 127 27 21 26 32 38 61 58 21 24 23 210 476 21 24 477 40 54
leaf_count=833 24 52 31 34 96 48 22 45 25 61 62 28 127 27 21 26 32 38 61 58 21 24 23 210 476 21 24 477 40 54
internal_value=0 0.00122942 0.0017841 0.0023439 0.000941712 0.00237219 0.00238972 0.000725433 0.00239953 0.00164874 0.00247175 0.00118866 0.00213063 0.000564406 0.00228439 0.00225162 0.0018289 0.00129757 0.00140954 0.00261379 0.00163511 0.000719775 0.000622895 0.00228493 0.00245141 0.00236078 0.00192897 0.00231032 0.000232796 0.00116849
internal_weight=0 691 236 2430 455 2335 2287 283 2265 95 1392 73 151 210 873 794 58 172 134 79 73 143 119 736 1330 497 49 687 67 85
internal_count=3121 691 236 2430 455 2335 2287 283 2265 95 1392 73 151 210 873 794 58 172 134 79 73 143 119 736 1330 497 49 687 67 85
is_linear=0
shrinkage=0.00134594


Tree=1387
num_leaves=31
num_cat=0
split_feature=4 3 9 160 40 11 481 47 41 13 0 16 1 49 2 482 131 2 42 42 49 34 2 2 15 160 2 376 12 16
split_gain=5.57794 1.75034 1.49198 1.19694 1.03999 1.10049 1.509 1.32086 1.39991 2.02629 1.25464 1.44643 1.20503 1.6931 0.96855 1.2321 1.72743 1.47118 1.0022 1.09374 1.33683 1.13532 1.0859 0.930297 0.92071 1.39519 0.916131 0.897265 0.870582 1.20009
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.051255000000000002 1.0000000180025095e-35 -0.051484999999999996 0.079855000000000023 0.085095000000000018 0.073000000000000023 -0.10224499999999999 -0.010264999999999998 0.090540000000000023 -0.052259999999999994 0.13501500000000002 0.087425000000000017 0.090855000000000005 0.16394500000000004 0.09112000000000002 0.075730000000000006 -0.047584999999999995 -0.028109999999999996 0.116525 -0.090999999999999984 -0.41942499999999994 -0.013084999999999998 0.11093500000000002 1.0000000180025095e-35 0.083785000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -7 8 9 -8 11 26 -13 -14 18 16 17 -16 19 20 -2 -22 24 -12 25 -23 -4 -20 -25 -30
right_child=14 -3 4 -5 -6 6 7 -9 -10 -11 23 12 13 -15 15 -17 -18 -19 27 -21 21 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.00038933462577305422 -0.00056365980573152132 0.00032000607634233633 0.00086235182402381394 0.0011473845743737322 0.00022308053402249315 0.00020378186850137674 0.0025744286457746474 0.00268373544779769 0.00025024621613926326 0.001221961915932993 0.0001666710988044961 0.001008930550521229 0.00066912984557199282 -0.00127360155128652 -7.0043111992883507e-05 0.0008812918681444671 0.00097167717613625164 -0.0015983329379867083 -0.00032643030166027055 0.0016250044458775937 -0.0002345883761091835 0.0016623773028857734 0.00030357299828045879 0.0013738748457278651 0.0018438614508585072 -0.00012105765873438949 0.0019461448632550823 0.00088767043697411977 0.0011535757207809891 0.0008607381764711709
leaf_weight=29 20 74 204 20 32 20 37 23 20 86 24 24 20 22 38 30 20 24 44 29 22 21 39 281 37 20 20 21 1393 427
leaf_count=29 20 74 204 20 32 20 37 23 20 86 24 24 20 22 38 30 20 24 44 29 22 21 39 281 37 20 20 21 1393 427
internal_value=0 0.00105318 0.00107341 0.000237898 0.00108896 0.00109961 0.00145779 0.00160888 0.001436 0.0016288 0.00107203 0.000773863 0.000145117 -0.000348491 0.000417454 4.33096e-05 -0.000263269 -0.000661639 0.000583083 0.000761925 0.000604508 0.00077259 0.000961974 0.00111272 0.00129117 0.000792409 0.000959119 6.58176e-05 0.00112352 0.00108487
internal_weight=0 2756 2682 49 2633 2601 186 166 143 123 2415 290 66 42 365 112 82 62 253 188 159 139 117 2125 78 41 224 65 2101 1820
internal_count=3121 2756 2682 49 2633 2601 186 166 143 123 2415 290 66 42 365 112 82 62 253 188 159 139 117 2125 78 41 224 65 2101 1820
is_linear=0
shrinkage=0.00483252


Tree=1388
num_leaves=31
num_cat=0
split_feature=1 2 52 52 2 11 3 4 16 43 13 1210 1420 1429 484 133 97 475 42 4 33 52 0 16 16 16 156 0 3 131
split_gain=4.52495 1.31845 0.951103 1.18567 1.40684 0.845322 1.40626 1.08698 0.806782 0.865983 0.870011 0.827892 0.797397 1.04686 1.94952 2.81986 0.949747 1.28927 1.04739 0.981161 0.925162 0.786708 0.786254 0.938548 1.33782 0.768635 0.764098 1.76249 0.929413 0.947442
threshold=0.11910500000000002 0.10188000000000001 -0.42635499999999998 0.039215000000000007 0.13622000000000004 0.08326500000000002 -0.095524999999999985 0.42642000000000008 0.19444000000000003 0.093175000000000022 -0.088854999999999976 -1.0000000180025095e-35 -0.084814999999999988 0.084770000000000012 0.073690000000000019 0.085895000000000013 -0.083924999999999986 -0.085719999999999977 0.083795000000000022 -0.015624999999999998 0.083840000000000012 -0.026204999999999996 -0.082844999999999988 -0.0024749999999999993 -0.083134999999999987 -0.39185999999999993 0.10339000000000002 0.024095000000000002 -0.13309499999999996 0.096070000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 5 8 6 -4 22 9 10 -5 -12 -1 16 -15 -16 -14 18 19 -18 -19 -20 23 24 25 -8 27 28 -2 -30
right_child=26 2 3 4 -6 -7 7 -9 -10 -11 11 -13 13 14 15 -17 17 20 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016923329246001607 0.001321226225876727 0.0010580899713807446 -0.00051074523492877994 0.00049990870556944095 -0.00015381389777063923 0.0012079206674026277 0.00043442261951195455 0.0014821722903425811 0.00019953213518025749 0.00039066462803861117 0.00072422300199263888 0.0017646661756805767 0.00015745263559878702 0.0011929288432102154 -0.0010589627895970803 0.00097224083972066993 0.0013531746615297305 0.00095309998125961382 0.0017011755791504041 0.0027404007330788338 0.0018904338218251146 0.00044156714057210303 0.00075683449350674931 -0.00074274780088959865 0.001014097397569377 -0.00047644260542273841 0.0010542933661817574 -0.00067394947020960538 0.00019832376768030608 0.00094701061769717247
leaf_weight=32 22 143 34 21 23 29 41 22 20 24 21 77 30 49 30 29 22 1855 20 22 23 23 84 20 42 39 30 37 213 44
leaf_count=32 22 143 34 21 23 29 41 22 20 24 21 77 30 49 30 29 22 1855 20 22 23 23 84 20 42 39 30 37 213 44
internal_value=0 0.000909193 0.000724274 0.000628226 0.000921586 0.000452776 0.00037512 0.000496569 0.00107333 0.00119554 0.00135787 0.00154171 0.000964626 0.000953553 0.000508145 -6.05746e-05 0.000977665 0.000990188 0.00154297 0.00204679 0.00096458 0.00102743 0.000400625 0.00018991 0.000342805 -9.62418e-06 0.00034587 0.000278615 0.000404941 0.000326504
internal_weight=0 2775 640 497 186 311 282 248 163 143 119 98 2135 2103 108 59 1995 1965 87 44 1878 43 226 142 122 80 346 316 279 257
internal_count=3121 2775 640 497 186 311 282 248 163 143 119 98 2135 2103 108 59 1995 1965 87 44 1878 43 226 142 122 80 346 316 279 257
is_linear=0
shrinkage=0.00464487


Tree=1389
num_leaves=31
num_cat=0
split_feature=4 2 15 48 15 3 12 10 12 15 3 400 2 15 43 4 15 52 157 3 1 12 483 157 133 2 42 13 483 160
split_gain=3.96559 1.31958 1.42112 1.55782 0.973563 0.882193 0.9416 1.06738 1.11366 0.805379 1.3876 1.17684 1.28058 1.09747 1.25755 1.37718 3.18311 3.17409 3.75537 1.2313 1.1011 1.39548 1.05034 1.02155 0.897724 0.935434 0.871969 0.789832 0.955793 0.920102
threshold=0.27044500000000005 0.14285500000000004 -0.03241999999999999 0.094925000000000023 0.13592500000000005 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.086254999999999984 0.083195000000000005 -0.15447499999999995 -0.077004999999999976 0.090310000000000015 -0.14601999999999996 -0.52440999999999993 -0.17966999999999997 -0.0063699999999999989 0.084735000000000019 -0.080544999999999992 -0.079594999999999985 0.092845000000000025 0.084795000000000023 0.12267000000000002 -0.090759999999999993 0.10891500000000001 -0.080614999999999978 0.11159000000000001 0.0045550000000000009 0.032770000000000007 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -4 6 -2 -8 -9 11 -11 12 -1 -13 -15 -16 19 18 -18 -17 21 -20 23 -21 25 -25 -26 28 29 -12
right_child=5 2 4 -5 -6 -7 7 8 -10 10 27 13 -14 14 15 16 17 -19 20 22 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00050906122061525707 0.00076837777152217025 0.0013859841165982508 -0.00080275429139903113 1.3215136363887111e-05 0.0002141487310214365 -0.00048603859316749337 -0.00050642259850477609 -0.00031059935948877203 0.00035283194798818032 0.0014714448690522745 0.0014533019533492198 0.00091534934607326833 -0.00063346015802220185 -0.00030027254436978311 0.00085296956342884034 0.00073680550838784451 -0.00067085226277810862 -0.00089032310451452805 0.0014482038658674866 -0.00032093440972158244 0.0001729737541287746 0.00038697415567856233 0.0012279654004570041 -0.00020087274159231891 -0.00046026392391980739 0.00057910131507971996 0.00050906826077026714 0.00045625008415668624 0.00025794497188395501 0.00073938724174700305
leaf_weight=31 42 20 20 21 28 20 24 36 243 29 23 129 20 20 208 513 34 33 34 20 33 28 23 20 23 403 23 152 50 818
leaf_count=31 42 20 20 21 28 20 24 36 243 29 23 129 20 20 208 513 34 33 34 20 33 28 23 20 23 403 23 152 50 818
internal_value=0 0.000623218 0.000201554 0.000682859 -0.000209561 0.000232749 0.000274418 0.000205949 0.000267228 0.000637289 0.000711907 0.000587138 6.10136e-05 0.000604517 0.000576179 0.000588745 0.000542444 8.39056e-05 0.000333127 0.000614916 0.000692446 0.000968939 0.000492788 0.000458209 0.000491435 0.000542223 2.44022e-05 0.000690788 0.000730799 0.000758912
internal_weight=0 2756 89 41 48 365 345 303 279 2667 1072 1595 51 1544 1415 1395 1187 162 129 1025 95 62 512 489 469 423 46 1043 891 841
internal_count=3121 2756 89 41 48 365 345 303 279 2667 1072 1595 51 1544 1415 1395 1187 162 129 1025 95 62 512 489 469 423 46 1043 891 841
is_linear=0
shrinkage=0.00352023


Tree=1390
num_leaves=31
num_cat=0
split_feature=4 2 3 3 3 41 2 16 4 96 160 15 16 15 2 47 455 48 52 3 2 400 51 156 475 39 1374 12 15 0
split_gain=3.21213 1.23507 0.864573 0.84584 2.619 0.734829 0.984475 1.57834 1.27347 0.97837 1.00377 1.86814 2.07633 0.969676 0.928308 0.732307 0.874035 0.73195 1.78186 1.33438 1.28015 0.869447 0.780079 1.39744 1.23277 1.0872 1.02043 0.922728 1.06307 0.876454
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.12745000000000004 0.10893000000000001 0.093020000000000019 0.11474000000000002 -0.11118499999999999 0.51303500000000013 0.086715000000000014 -0.027994999999999996 -0.41942499999999994 -0.54165499999999989 -0.042209999999999991 0.17025000000000004 0.11227500000000001 0.093105000000000007 0.084855000000000014 0.31359500000000001 -0.14186499999999996 -0.055814999999999997 -0.08131999999999999 -0.13782999999999998 0.088410000000000016 -0.084444999999999978 0.092440000000000008 0.086000000000000007 0.093965000000000007 -0.0058549999999999991 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 9 13 -9 10 -2 -12 -13 14 -8 16 17 22 19 -19 -21 -22 29 25 -25 26 -24 28 -26 -1
right_child=5 -3 -4 -5 -6 -7 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.0019186207605963674 0.0015719629437937355 -0.00016572693723397168 0.00023535624155830365 0.0015261420828635265 -0.00074256692325466158 0.0012361287874166373 0.00024155765971410338 4.5461760375329524e-05 -0.0016101074110632608 -0.00037773028980669937 -0.00040808637377206456 4.2291474768197492e-05 0.0017912167906096402 -0.00072957034162354317 0.0014301507103190343 0.00041392750030840356 0.0018954023295092539 0.0019316397743539848 -0.00063095760799511977 -0.00058005118411142103 -0.00028479033673153381 0.00079743172878834296 0.00088727637335418936 -0.00058549132762159657 0.00053246014283623677 -0.00022231743619197691 0.0018909714145955863 -0.00011486670012972509 0.0017402695269731407 0.0010251167721934715
leaf_weight=34 27 33 64 43 27 20 98 23 24 25 38 32 37 21 20 102 20 22 26 20 20 304 1686 27 70 22 26 34 25 151
leaf_count=34 27 33 64 43 27 20 98 23 24 25 38 32 37 21 20 102 20 22 26 20 20 304 1686 27 70 22 26 34 25 151
internal_value=0 0.000801097 0.000812814 0.000826713 0.000815216 0.000299181 0.000244865 -3.45306e-06 -0.000799935 0.000535351 0.000705702 0.000487113 0.000980121 0.000265861 0.000443014 0.000831462 0.000848587 0.0008401 0.000640851 0.000731198 0.000654426 0.000730628 0.000877741 0.000847242 0.000391444 0.000888248 0.000902519 0.000595918 0.000850305 0.00118933
internal_weight=0 2756 2723 2659 2616 365 345 186 47 159 134 107 69 139 118 2589 2487 2467 392 366 344 324 2075 1890 156 1734 1712 129 95 185
internal_count=3121 2756 2723 2659 2616 365 345 186 47 159 134 107 69 139 118 2589 2487 2467 392 366 344 324 2075 1890 156 1734 1712 129 95 185
is_linear=0
shrinkage=0.00502775


Tree=1391
num_leaves=31
num_cat=0
split_feature=2 96 0 133 15 15 150 3 14 14 1 15 14 16 14 146 48 1455 160 49 0 15 51 1209 150 0 0 133 150 151
split_gain=2.63175 1.31709 1.11456 1.03903 1.37756 1.00437 1.0996 0.885671 0.77455 1.19643 0.995607 0.825331 1.51302 2.23396 0.911498 0.803548 0.960375 0.689617 1.04788 0.687077 0.68186 0.663328 2.295 0.951104 0.774016 1.145 1.23169 1.00072 0.915088 1.2027
threshold=0.13622000000000004 0.087655000000000025 0.034820000000000011 0.089755000000000015 -0.036009999999999993 -0.30407999999999996 0.088380000000000014 0.30112000000000005 0.10189000000000002 0.076175000000000007 0.084165000000000004 -0.26481999999999994 -0.46825999999999995 -0.40995499999999996 -0.10708499999999999 0.084720000000000004 -0.088439999999999977 -0.23681499999999997 -0.55323499999999981 -0.24768999999999997 -0.098289999999999975 1.0000000180025095e-35 -0.025879999999999997 0.091045000000000001 0.13529000000000005 -0.13027499999999997 -0.14226499999999997 -0.082724999999999979 0.10980500000000001 -0.10142999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -7 8 9 11 -11 12 -1 20 -13 16 -16 -18 -19 -20 -14 23 -23 24 25 26 27 -21 29 -29
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 14 13 -15 15 -17 17 18 19 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013512170015285367 -9.0299385804243449e-05 -0.00034092163480984445 -0.00077665004728004613 0.00087021341150828144 -0.00073988331929313641 0.0012028591493584281 -0.00012243318783977945 0.00012602983635612129 -0.00016851786769555256 0.00091919059321633767 0.002111601075878431 0.0015379561564906603 0.0012387383246850983 -0.00089597622500695235 -0.0001268774813963833 0.0015733919453249441 0.0012456428138063391 -0.00017477847186017479 -0.00011555972543470063 -0.00049366207869121193 0.00024096416717433891 0.0021861261453935054 0.00073101097749055425 -0.00030738064571390747 0.0014046027986725641 0.00066173624590552252 -0.00079954894883459344 -0.00025470840054540628 -0.00033702491182727114 0.00095950362099303348
leaf_weight=23 65 28 25 43 34 37 20 65 23 53 20 25 20 34 32 20 42 31 23 22 49 23 988 23 26 1179 20 21 20 87
leaf_count=23 65 28 25 43 34 37 20 65 23 53 20 25 20 34 32 20 42 31 23 22 49 23 988 23 26 1179 20 21 20 87
internal_value=0 0.000641942 0.000129619 0.000243471 7.07156e-05 0.00029662 0.000737844 0.000651534 0.000663716 0.000670599 0.00124588 0.000655091 0.000295213 5.9406e-05 0.000672653 0.000664193 0.000657025 0.000667039 0.000657173 0.000667777 0.000530174 0.000675256 0.000764114 0.000610996 0.000626358 0.000611359 0.000261976 0.000403512 0.000557714 0.000723407
internal_weight=0 2897 224 199 156 122 57 2869 2804 2781 73 2708 126 103 2582 2557 2537 2505 2463 2432 69 2409 1011 1398 1375 1349 170 150 128 108
internal_count=3121 2897 224 199 156 122 57 2869 2804 2781 73 2708 126 103 2582 2557 2537 2505 2463 2432 69 2409 1011 1398 1375 1349 170 150 128 108
is_linear=0
shrinkage=0.00455379


Tree=1392
num_leaves=31
num_cat=0
split_feature=2 30 3 121 39 0 31 1 2 1424 15 483 3 400 399 3 15 3 13 13 3 16 41 41 4 130 130 150 3 52
split_gain=2.14317 1.10603 0.966524 0.988151 0.951387 1.14426 0.805456 0.66361 0.713642 0.652051 0.727013 0.949429 0.927291 0.890105 1.86465 1.03078 1.02563 2.04931 1.84979 1.63403 1.57635 2.15251 1.54244 1.87878 0.982751 0.934842 1.03376 0.984227 0.990208 0.907716
threshold=0.13404500000000005 0.086065000000000016 0.30112000000000005 -0.080284999999999981 -1.0000000180025095e-35 0.034820000000000011 -0.081689999999999985 0.10937500000000001 0.31765000000000004 1.0000000180025095e-35 0.083195000000000005 0.11494000000000001 -0.15447499999999995 0.083760000000000015 0.086340000000000014 -0.24190499999999995 -0.011859999999999997 0.11296500000000002 -0.086254999999999984 -0.15714499999999998 -0.10831999999999999 0.066275000000000014 0.077565000000000009 0.10903500000000001 -1.0000000180025095e-35 0.095135000000000011 0.083500000000000005 0.13361500000000004 -0.079594999999999985 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 7 -3 -6 -9 10 11 13 -12 14 15 -5 19 18 -18 -17 21 -20 25 -24 -22 26 27 28 -21 -30
right_child=4 6 -4 9 5 -7 -8 8 -10 -11 12 -13 -14 -15 -16 16 17 -19 20 22 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016873898248023704 -0.00086829340283627173 0.0004635659814617234 1.8000966093458152e-05 0.0011791220986775849 0.0010174972582630076 -0.00074176851370781323 -0.00056338715530178753 0.00011381832545669838 0.0010478827512206497 0.0012904354487504441 0.0015775196994875867 0.0012322663918822112 0.00070127837747638647 0.0014291950887047496 -0.00090264501408703632 0.0016530335668411625 -0.00026876395758148843 -0.0011689627247921256 -0.00076876535695493656 0.00074878487532029699 0.00068585507407483933 0.00086004895119198811 -0.0014187457240287594 0.00060645262825502813 0.0017020793151379732 9.9505418183004369e-05 0.0013390180397190251 0.0015701536071650571 0.00017410844948384825 0.00060291950480255234
leaf_weight=21 20 42 59 58 30 25 31 145 22 35 29 48 1028 26 21 33 77 21 40 423 153 36 20 23 26 81 47 24 195 282
leaf_count=21 20 42 59 58 30 25 31 145 22 35 29 48 1028 26 21 33 77 21 40 423 153 36 20 23 26 81 47 24 195 282
internal_value=0 0.000614707 0.000629984 0.000643128 0.000141206 0.000232152 2.74626e-05 0.000355746 0.000236869 0.000635084 0.00062656 0.000562675 0.000725319 0.00054241 0.00052763 0.000547147 0.000522397 0.000295065 0.000387669 0.000593539 0.000585886 2.77826e-06 0.000561609 -0.0003355 0.000833463 0.000598277 0.000639885 0.000604323 0.000578567 0.000427619
internal_weight=0 2879 2806 2747 242 222 73 197 167 2726 2691 1634 1057 1586 1560 1539 1481 353 332 1128 255 76 1095 43 179 1052 971 924 900 477
internal_count=3121 2879 2806 2747 242 222 73 197 167 2726 2691 1634 1057 1586 1560 1539 1481 353 332 1128 255 76 1095 43 179 1052 971 924 900 477
is_linear=0
shrinkage=0.00483252


Tree=1393
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 2 1 1 2 2 2 457 34 2 1 51 47 52 3 4 1 0 1447 15 4 0
split_gain=350.962 57.3999 32.9827 28.4372 22.7811 17.2403 13.6915 9.88682 8.76753 8.53906 7.84604 6.34175 8.10395 5.06157 4.86567 4.81915 3.87222 3.28073 3.20985 3.30609 3.42018 3.18785 3.15207 3.07593 2.91211 6.01975 2.90134 2.76837 2.75559 2.41797
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 -0.069389999999999993 0.14122000000000004 0.077845000000000011 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.13754500000000003 0.080930000000000016 -1.0000000180025095e-35 0.089005000000000015 0.11669000000000002 -0.085989999999999997 0.078345000000000012 0.40674500000000008 0.0041950000000000008 0.063160000000000008 0.082005000000000008 -0.030209999999999997 -0.082869999999999985 -0.087894999999999987 -0.036839999999999991 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 7 -6 11 -4 15 -5 17 13 -13 16 24 -10 21 19 -3 22 -1 -21 -11 25 -7 -19 29 -2 -16
right_child=1 2 8 10 6 9 -8 -9 14 23 -12 12 -14 -15 27 -17 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023661167619668118 0.0024059341888272622 0.00052710450877837937 0.001271143180383662 0.0020791668513430147 0.001973142047862194 0.0020847974032258136 0.00096526868170394343 0.0027828801078555697 0.00019712854764976446 0.00098598052726385109 0.001200277251007743 0.001519571732967211 0.0012877367754666677 0.0022034966074219154 0.00066308759935962403 0.0014374585867850296 0.00083844598039055384 0.0025978052510683674 0.00074338105388986392 0.00081488823512231988 0.0016301695292987896 0.0018385016162103742 0.0012616441897958866 0.001753310447711063 0.0023088640625882478 0.0014450297213570538 0.0021853582203486626 -0.00032890993751191516 0.0018286902951782189 9.3112241283315619e-05
leaf_weight=948 50 21 22 28 82 292 39 76 30 20 69 23 23 274 20 24 48 36 116 64 22 23 60 21 88 32 471 21 24 54
leaf_count=948 50 21 22 28 82 292 39 76 30 20 69 23 23 274 20 24 48 36 116 64 22 23 60 21 88 32 471 21 24 54
internal_value=0 0.0010552 0.000911464 0.00219701 0.00113975 0.00222766 0.00164829 0.00228816 0.000438498 0.00198998 0.00145398 0.00226725 0.00208852 0.00215053 0.000332613 0.00204743 0.000591785 0.00230595 0.00092232 0.00104661 0.00112134 0.00235362 0.00103106 0.001379 0.00208297 0.00202161 0.00221464 0.000119818 0.00221872 0.00024716
internal_weight=0 673 599 2448 404 2351 121 1874 195 477 97 1798 320 297 173 436 78 1478 283 167 146 971 124 41 412 324 507 95 74 74
internal_count=3121 673 599 2448 404 2351 121 1874 195 477 97 1798 320 297 173 436 78 1478 283 167 146 971 124 41 412 324 507 95 74 74
is_linear=0
shrinkage=0.00140032


Tree=1394
num_leaves=31
num_cat=0
split_feature=4 457 14 1 2 9 123 14 15 0 51 52 0 12 48 48 130 43 4 376 150 42 484 160 3 43 159 4 13 403
split_gain=2.68473 0.993465 0.930656 1.11263 0.857916 0.82653 0.95419 0.699966 1.21567 0.927632 1.91933 1.47434 0.92618 0.855667 0.769036 0.744056 0.733873 1.43977 0.996785 0.739441 0.751457 0.715924 0.651149 1.05413 0.743838 1.63223 0.836329 0.884928 0.6214 0.609117
threshold=0.27044500000000005 0.31508000000000008 -0.24175999999999997 0.14173500000000003 0.25063000000000007 -1.0000000180025095e-35 0.083965000000000012 0.019675000000000002 0.089295000000000013 -0.13455999999999999 0.09364500000000002 0.0046550000000000003 -0.14832499999999996 0.086095000000000019 0.084855000000000014 0.087745000000000004 -0.050984999999999996 -0.52440999999999993 -0.52556499999999995 0.084025000000000016 -0.091259999999999994 -0.0041849999999999986 0.096415000000000015 -0.23686999999999997 -0.0025099999999999996 -0.05647499999999999 0.087630000000000013 0.50996500000000011 -1.0000000180025095e-35 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 22 6 -4 9 13 10 11 12 14 -9 -7 -14 21 -18 -19 20 -20 29 23 -2 26 -26 27 28 -25 -11
right_child=4 -3 3 -5 -6 7 -8 8 -10 16 -12 -13 15 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0014780756833099268 0.0012349168317056091 -0.00017943811878181592 -0.00068764756048573876 -0.00021157026103182735 -0.00059476536589359464 0.0013618258990856027 0.00062066596116859747 0.0019365182739308564 0.00047305320689261965 0.00081145232470371058 0.0015439023165258424 -0.00081249713966657022 -0.00039683760720898419 0.00077672973370607147 0.00024298348223765937 0.00052980359601978986 -0.00052422643926772639 0.0013977375816194881 0.0014188802850659257 2.9070545405044845e-05 0.00064028947261826705 0.00034505138660795276 -0.00038677669313235861 0.00043224011195041147 -0.00087313475488320393 0.00028221761449790094 0.0011120644518684613 0.0011294720535952605 -0.0003132557277955966 0.001511871335276927
leaf_weight=26 24 30 20 31 24 25 25 32 44 49 22 27 39 21 24 31 21 35 25 39 2113 27 27 52 31 114 33 21 39 50
leaf_count=26 24 30 20 31 24 25 25 32 44 49 22 27 39 21 24 31 21 35 25 39 2113 27 27 52 31 114 33 21 39 50
internal_value=0 0.000628563 0.000637455 0.00062936 0.000221104 0.000639128 3.91933e-05 0.000649416 0.00102159 0.00063513 0.000314601 0.000129364 0.000343063 0.00147698 0.000813821 1.35321e-05 0.000657957 0.000639252 0.000650298 0.000638281 0.000649394 0.000989453 0.000278526 0.000335733 0.000261318 3.52112e-05 0.000487424 0.000303379 0.000112742 0.0011652
internal_weight=0 2756 2726 2700 365 2669 45 2624 97 2527 168 146 119 53 49 70 2359 2233 2212 2177 2138 126 341 314 290 145 145 112 91 99
internal_count=3121 2756 2726 2700 365 2669 45 2624 97 2527 168 146 119 53 49 70 2359 2233 2212 2177 2138 126 341 314 290 145 145 112 91 99
is_linear=0
shrinkage=0.0044645


Tree=1395
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 2 1 12 14 4 47 1 3 48 2 49 51 14 52 1 150 1 1 0 4 42 12 3
split_gain=326.055 57.2221 25.7612 20.4139 19.5288 16.8928 13.2519 10.4757 8.94547 8.55219 6.77869 6.75007 6.52394 5.6772 8.08928 5.55446 5.52257 5.05948 5.05894 2.98539 2.89012 4.01212 5.43668 3.37751 2.78429 2.68116 2.7402 2.59561 2.59129 2.53738
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.090050000000000005 0.087735000000000021 0.13501500000000002 0.09253500000000002 -0.42850999999999995 0.062655000000000016 -0.17966999999999997 1.0000000180025095e-35 0.080270000000000022 -0.12018999999999998 -0.015314999999999997 0.15950500000000004 -0.054984999999999992 0.11144500000000002 0.062655000000000016 -0.56176499999999996 0.089770000000000016 1.0000000180025095e-35 0.082005000000000008 0.11910500000000002 -0.046359999999999991 0.0052350000000000009 0.10755000000000002 0.090165000000000009 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 10 11 15 -4 -6 13 -3 27 18 -15 -7 -11 -2 -1 20 -17 23 -23 25 -5 26 28 -8 -22 -13
right_child=1 4 8 24 9 7 12 -9 -10 16 -12 29 -14 14 -16 19 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024851962913633487 0.0015563208163312983 0.0020952490493346986 0.0021880195256382155 0.0015190087617842807 0.0009869791426965909 0.0017327138995298472 0.00085783178522939505 0.0016099515588496403 0.0013646327347474384 0.00048647851361880313 0.0028519269927240487 0.001379789133461939 0.0013558984642222831 0.0016333902012806364 0.0023366931580833241 0.0025773905907726588 -0.00035268623692476182 0.0022182383753652189 0.0018266787512519109 0.0026919406696494508 0.0025224541550421973 0.0021549653434102855 0.0013545697248959201 0.0027737479791325528 0.0010445771142788443 0.0019944090878825688 0.0021493776015157214 0.00044409362568013005 0.002270735607649304 0.00099034944860207298
leaf_weight=821 23 20 34 47 35 36 86 48 63 35 59 140 37 29 487 40 21 121 20 25 88 49 20 20 37 70 231 36 308 35
leaf_count=821 23 20 34 47 35 36 86 48 63 35 59 140 37 29 487 40 21 121 20 25 88 49 20 20 37 70 231 36 308 35
internal_value=0 0.00128986 0.00230659 0.00181686 0.00101985 0.00233355 0.00115725 0.0021986 0.00165324 0.000485325 0.00242266 0.00138327 0.000880058 0.00240399 0.00229717 0.00223045 0.000171792 0.00211252 0.00246954 0.00225151 0.00223818 0.00222091 0.00192297 0.00224958 0.00131003 0.00223454 0.00226135 0.000735745 0.00232667 0.0013019
internal_weight=0 673 2448 228 445 2351 354 935 97 91 1416 195 159 1357 516 887 56 144 841 851 826 786 69 717 84 697 627 122 396 175
internal_count=3121 673 2448 228 445 2351 354 935 97 91 1416 195 159 1357 516 887 56 144 841 851 826 786 69 717 84 697 627 122 396 175
is_linear=0
shrinkage=0.00129368


Tree=1396
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 2 1 47 14 11 3 2 1 43 159 1 2 49 47 48 14 15 16 48 0 158 1
split_gain=316.592 51.9729 32.4103 24.2945 20.2641 18.6342 13.756 13.1573 9.68639 9.38568 8.38148 5.71677 4.63512 4.98031 4.57901 4.4988 4.08521 3.67438 4.24974 7.53507 3.66248 2.71028 4.78817 3.02519 4.11106 2.97934 3.23154 3.07674 2.70715 2.6329
threshold=0.104035 -0.40967499999999996 0.13471500000000003 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.13082500000000002 0.062655000000000016 1.0000000180025095e-35 -0.11171999999999999 0.094835000000000017 0.16540500000000002 -0.016814999999999997 0.0089800000000000019 0.086920000000000011 0.098035000000000011 0.088340000000000016 0.078345000000000012 0.11280000000000003 -0.23083499999999998 -0.46471999999999997 -0.008904999999999998 0.083985000000000018 -0.18113999999999997 0.096590000000000023 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 21 6 8 -6 11 14 15 29 13 16 -1 -4 -10 18 -15 -20 -16 23 -23 24 -3 27 -27 -25 -19 -5
right_child=1 2 10 5 7 -7 -8 -9 12 -11 -12 -13 -14 17 20 -17 -18 28 19 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0028173037318295546 0.002609050405206515 0.0021107894508738657 0.00081479328905107536 0.0027590619540389695 0.0023751330930345954 0.0012265007415460561 0.0017697777438201567 0.0013618614950573031 0.0025019777633180644 0.0015937818688099314 0.0016266422190198907 0.003168839896699022 0.0028719345751946302 0.0025217358320970894 0.0016689144734864723 0.00010839593369249633 0.0016983360410924872 0.002910937099787023 0.0013850912421241096 0.0025320829222091772 0.0024445041107120685 0.0020831956972485696 0.0012715826167492609 0.0017197910874107787 0.0011878536576251685 0.00054214124317639048 0.0012554266924050697 0.0011985487681959832 0.0023922106369068203 0.0026244710041348485
leaf_weight=28 76 20 147 830 85 20 38 40 25 64 25 60 77 555 24 22 29 81 20 31 28 27 36 31 21 26 28 107 29 491
leaf_count=28 76 20 147 830 85 20 38 40 25 64 25 60 77 555 24 22 29 81 20 31 28 27 36 31 21 26 28 107 29 491
internal_value=0 0.00147245 0.00133199 0.00259004 0.00155903 0.0026266 0.00263896 0.00205089 0.00265378 0.00200963 0.000839306 0.00272901 0.00253112 0.00249704 0.00234231 0.000722836 0.00207039 0.00252922 0.00248475 0.00208228 0.00208654 0.00135132 0.00161942 0.00127883 0.00163807 0.00120211 0.000911993 0.00131564 0.00277418 0.00270904
internal_weight=0 691 615 2430 421 2286 2266 125 2228 144 194 1381 847 770 80 169 54 716 606 51 52 296 63 233 41 192 54 138 110 1321
internal_count=3121 691 615 2430 421 2286 2266 125 2228 144 194 1381 847 770 80 169 54 716 606 51 52 296 63 233 41 192 54 138 110 1321
is_linear=0
shrinkage=0.00145689


Tree=1397
num_leaves=31
num_cat=0
split_feature=4 2 3 2 106 14 14 457 3 3 48 52 3 43 0 128 160 480 400 48 42 40 2 1212 1212 133 13 16 52 12
split_gain=3.96133 1.32312 0.976795 0.853987 0.771475 0.659177 0.85986 0.678868 0.65389 1.42318 0.76513 2.38699 0.972073 0.939964 1.42262 1.32973 0.923018 1.04224 0.845073 0.840058 0.837742 0.767229 0.741477 0.737659 0.872234 1.54001 1.19024 0.719974 0.875679 1.22438
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.086340000000000014 0.10189000000000002 0.076175000000000007 -0.15747999999999998 0.12745000000000004 0.10732000000000001 0.093265000000000015 0.31359500000000001 -0.023499999999999997 0.0034250000000000005 -0.11173999999999999 0.11170500000000001 -0.54200499999999985 -0.092774999999999982 -0.065974999999999992 0.10227500000000002 0.087550000000000017 1.0000000180025095e-35 0.093840000000000021 0.11930500000000001 0.090240000000000015 0.032270000000000007 -0.0034749999999999994 -0.083134999999999987 -0.0064899999999999992 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 -1 9 10 13 12 19 15 -15 16 20 -18 -16 22 -9 23 -12 24 -19 26 -26 -20 -29 -30
right_child=3 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 14 18 -17 17 21 27 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=9.2844456077358152e-05 0.00033215408343666896 -6.8264337009780999e-05 0.00024636792794331403 -0.00044152592962745554 8.7418723730793295e-05 8.0759492888323706e-05 0.001188286337188322 0.00069178557186544128 0.0012340245649305084 -0.00013212770991542278 0.0007452847040893757 -0.00077780150873426289 0.00010652373390342962 -0.00043242354403001703 0.0013283493233904584 -0.00013601448482694389 -9.3571510318090522e-05 0.00083927715763079636 0.0008083843672192873 0.0005941505457315177 0.0016413043122619889 9.7451857132318693e-05 0.0016832577214125812 0.0014890098173647058 0.0010560938993510165 -0.00037151878330227584 -3.4947364098706842e-05 0.00092281381913547015 -0.0002588965311787093 0.00052564136018312462
leaf_weight=25 341 33 64 24 28 23 70 23 43 29 27 20 40 20 27 23 20 1570 149 106 40 23 26 26 55 26 22 46 44 108
leaf_count=25 341 33 64 24 28 23 70 23 43 29 27 20 40 20 27 23 20 1570 149 106 40 23 26 26 55 26 22 46 44 108
internal_value=0 0.000720776 0.000730339 0.000281282 0.000741987 0.000748954 0.000754846 0.000742892 0.000749359 0.000740921 0.000751293 0.000527727 0.000658936 0.000773328 0.000597699 0.000811182 0.000823252 0.000806203 0.000652786 0.000797908 0.00129465 0.000816654 0.00120542 0.00082639 0.000816092 0.000462688 0.000744368 0.000600221 0.000443572 0.000298538
internal_weight=0 2756 2723 365 2659 2631 2608 2538 2513 2470 2441 219 199 2222 394 1828 1805 1742 374 159 63 1722 53 1699 1673 103 77 347 198 152
internal_count=3121 2756 2723 365 2659 2631 2608 2538 2513 2470 2441 219 199 2222 394 1828 1805 1742 374 159 63 1722 53 1699 1673 103 77 347 198 152
is_linear=0
shrinkage=0.00396435


Tree=1398
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 45 2 3 42 14 0 15 2 3 0 1447 157 159 3 0 16 1 4 1 12 13 1 0
split_gain=210.51 34.7728 20.7953 15.3002 12.0791 11.5958 11.012 7.17976 7.08877 5.86472 5.35324 4.53705 3.94679 3.69313 3.30277 3.11626 3.00561 2.96404 2.84857 2.89775 2.7846 2.68808 2.58761 2.58321 2.53281 3.10989 2.57598 2.56264 2.48856 3.59524
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10467500000000002 0.089885000000000007 -0.022174999999999997 0.10783500000000001 0.14122000000000004 0.31370500000000007 -0.076394999999999977 0.062655000000000016 -0.23091999999999999 -0.41942499999999994 -0.090999999999999984 0.076840000000000006 -0.10474999999999998 -0.082869999999999985 -0.41966499999999995 0.082585000000000006 -0.053259999999999995 -0.061629999999999997 -0.25582999999999995 0.11588000000000001 -0.013514999999999998 0.083345000000000016 0.090285000000000018 -0.10278499999999999 0.085110000000000005 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 11 21 9 12 15 -5 14 -7 -11 -1 20 -15 -14 -19 24 22 23 -4 -3 27 26 -26 -20 29 -21
right_child=1 2 7 10 -6 8 -8 -9 -10 13 -12 -13 17 16 -16 -17 -18 18 19 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017291273417860977 0.0022452894259024324 0.002489830357176656 0.00083590499607039928 0.0023029825021340295 0.0012268569531818574 0.0015810506442586092 0.0012220177962110601 0.0017237187670026666 0.0015322431461262541 0.00083147891821727768 0.0014695469597083492 0.0027295346096688272 0.0025555384613103675 0.000590185036907436 0.0023256328504457952 0.0013437272666688724 -0.00019896772740863886 0.0026667310816122906 0.0017040376434451826 0.0024116929500402392 0.00073453532910130873 0.0016453467996143964 0.0015347934178877932 0.0018823404481386101 0.0022311787995414828 0.0015040301758946167 0.0019345785152810734 0.0022057189286449406 0.0028067669504928008 0.0018272707967745263
leaf_weight=20 76 39 23 21 209 25 46 21 41 39 74 59 40 21 1321 40 20 22 23 80 91 20 22 24 97 25 173 358 20 31
leaf_count=20 76 39 23 21 209 25 46 21 41 39 74 59 40 21 1321 40 20 22 23 80 91 20 22 24 97 25 173 358 20 31
internal_value=0 0.0013156 0.00120071 0.00222691 0.00144323 0.00225023 0.00179379 0.000904778 0.0021246 0.000837599 0.00165378 0.00233413 0.00215177 0.000510528 0.00231674 0.000986267 0.000205232 0.00216819 0.0021495 0.00213539 0.000881132 0.00211068 0.00117758 0.00225841 0.00209696 0.00199562 0.00204113 0.00217543 0.00233371 0.00224848
internal_weight=0 691 615 2430 338 2335 129 277 935 256 95 1400 894 80 1341 176 41 869 829 807 136 83 45 63 676 295 270 381 131 111
internal_count=3121 691 615 2430 338 2335 129 277 935 256 95 1400 894 80 1341 176 41 869 829 807 136 83 45 63 676 295 270 381 131 111
is_linear=0
shrinkage=0.00145689


Tree=1399
num_leaves=31
num_cat=0
split_feature=1 2 454 1 151 149 0 50 157 4 4 4 42 50 4 403 2 133 42 1213 15 1 1209 400 1429 16 16 43 13 0
split_gain=4.09599 1.13248 0.769854 0.748858 0.704138 0.88328 0.717833 1.32138 1.02512 0.980221 1.21061 1.00132 0.812344 0.83628 0.696204 0.882047 0.838472 0.874909 0.82587 0.795187 0.77359 0.871674 0.705434 0.708297 0.783959 0.767018 2.02683 1.22108 0.884289 0.915457
threshold=0.11910500000000002 0.10188000000000001 -0.037229999999999992 0.16773500000000005 0.092070000000000013 1.0000000180025095e-35 -0.075934999999999989 0.089465000000000017 -0.23976499999999998 -0.51843499999999987 -0.17966999999999997 -0.111605 0.11649000000000002 0.10672000000000002 -0.085594999999999991 -0.53101999999999994 0.097845000000000015 0.032270000000000007 0.085730000000000015 0.39818500000000007 0.088495000000000018 0.077845000000000011 -0.090889999999999985 0.083760000000000015 0.087865000000000013 -0.039889999999999988 -0.046599999999999996 0.0041500000000000009 -0.117405 -0.083554999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 6 8 9 -1 -8 -11 -12 13 -9 18 -16 19 -18 20 22 21 -10 -17 24 25 26 28 -27 -24 -30
right_child=3 2 -4 -5 -6 -7 7 12 14 10 11 -13 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-3.7757626328926926e-05 0.00040271430679638976 -0.0001879377571473069 0.00075289636347117511 -0.00049978359013670454 0.00038116675263903405 0.0017072397422347038 -0.00038464575542643129 0.0023020879275278874 0.0010667567118682506 0.0012956189810752082 -0.00049846020628132952 0.00063315477030065413 0.00066942725915026505 0.001114152864815446 0.00017643003417882325 0.0018077663262448802 0.0010640202237755202 0.0023873915703703326 0.0017943387917523123 0.0019210730206574728 0.00034486000902302885 0.0019589935956086588 -5.0683531958511836e-05 0.0017400755154375436 -7.2660692705483508e-06 0.0010248988525460891 -0.00054803070901747811 0.0021208312739065408 0.0010226184363364402 0.00061708080205199534
leaf_weight=22 323 21 619 23 49 37 21 25 146 62 20 210 31 31 32 22 28 20 51 20 27 31 23 25 21 472 24 25 482 178
leaf_count=22 323 21 619 23 49 37 21 25 146 62 20 210 31 31 32 22 28 20 51 20 27 31 23 25 21 472 24 25 482 178
internal_value=0 0.000900332 0.000722025 0.000342722 0.000953782 0.000967233 0.00095387 0.000770218 0.000998418 0.000623783 0.000696307 0.000534753 0.00129705 0.00164448 0.00101243 0.000969333 0.000988268 0.00161542 0.00124431 0.000964968 0.0011068 0.00122302 0.000949935 0.000934837 0.000918404 0.000934549 0.000832283 0.00108003 0.000880786 0.000913246
internal_weight=0 2775 640 346 2135 2086 2049 400 1649 313 292 230 87 56 1627 1372 1340 48 255 1292 204 177 1272 1250 1225 1204 707 497 683 660
internal_count=3121 2775 640 346 2135 2086 2049 400 1649 313 292 230 87 56 1627 1372 1340 48 255 1292 204 177 1272 1250 1225 1204 707 497 683 660
is_linear=0
shrinkage=0.00483252


Tree=1400
num_leaves=31
num_cat=0
split_feature=4 2 3 2 106 14 392 11 4 1456 3 0 1447 159 1186 1 1453 475 474 474 157 13 51 160 455 129 129 50 42 479
split_gain=3.43794 1.15248 0.864446 0.708977 0.657092 0.708156 0.645972 0.663975 0.694133 1.02792 0.986768 1.35605 0.782908 1.10959 0.74985 0.757959 0.742913 0.76658 1.10772 1.07189 0.7767 1.09907 0.74605 0.732985 0.786313 0.763876 0.792561 0.731587 1.18288 0.718544
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.086340000000000014 -0.24175999999999997 0.091685000000000003 0.10334500000000001 -0.082769999999999982 -0.084149999999999989 0.11296500000000002 -0.019414999999999998 -0.085804999999999979 -0.085179999999999992 0.060550000000000007 0.10752500000000002 -0.092059999999999989 -0.084169999999999981 0.085500000000000007 0.088290000000000021 -0.087084999999999982 -0.084419999999999981 -0.090529999999999985 -0.54913999999999985 0.093105000000000007 0.11179500000000002 0.102035 0.090210000000000012 0.099210000000000007 0.098570000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 7 8 9 -7 11 16 -11 -14 15 27 -10 18 20 -20 -18 -22 -23 -19 25 26 29 28 -15 -25
right_child=3 -3 -4 -5 -6 6 -8 -9 10 12 -12 -13 13 14 -16 -17 17 23 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015548169411129104 0.00032893911789493534 -7.5158955497679772e-05 0.00023879053024881082 -0.00043410975939501737 8.9575909910946308e-05 0.0016046532614869284 0.0014602372426351464 -4.4014056008380628e-06 -3.6213032256673922e-05 5.0398186579363349e-05 -8.183118199696704e-05 -0.00018935977155885411 0.0017812903518374468 0.00074798461164817713 0.0014794080298943389 0.0015807771200506149 0.0015556745366298364 0.0013771684756604188 0.0023216419613701195 0.0010391408723703351 0.00016854887500965655 0.00046354395258995507 0.0015570186326775862 0.00070537092357678295 0.0015254190716734687 0.0014340682586064224 -5.0835428850993824e-05 0.00015023234408760694 0.0018144600493522184 0.00012281514928011531
leaf_weight=20 341 33 64 24 28 33 23 22 23 23 29 30 23 451 30 21 20 30 20 30 48 20 27 1540 21 25 27 35 20 40
leaf_count=20 341 33 64 24 28 33 23 22 23 23 29 30 23 451 30 21 20 30 20 30 48 20 27 1540 21 25 27 35 20 40
internal_value=0 0.000721949 0.000731609 0.000278766 0.000743471 0.00075043 0.000744268 0.000737905 0.00074427 0.000867216 0.000703755 0.000715739 0.000826859 0.000857649 0.00081951 0.000781944 0.000730251 0.000739791 0.00101892 0.00155214 0.00078708 0.000625271 0.00109171 0.000712425 0.000700361 0.000689744 0.000678165 0.000748791 0.00079327 0.000690623
internal_weight=0 2756 2723 365 2659 2631 2611 2588 2566 636 1930 1901 603 580 557 527 1871 1848 165 50 115 95 47 1683 1653 1632 1607 506 471 1580
internal_count=3121 2756 2723 365 2659 2631 2611 2588 2566 636 1930 1901 603 580 557 527 1871 1848 165 50 115 95 47 1683 1653 1632 1607 506 471 1580
is_linear=0
shrinkage=0.00429114


Tree=1401
num_leaves=31
num_cat=0
split_feature=1 44 1 0 51 16 52 394 148 3 2 52 52 0 43 15 13 457 4 2 1456 43 0 157 42 400 0 160 12 16
split_gain=2.81102 0.845903 1.00615 1.61818 1.2063 1.24447 4.40204 1.00195 0.978698 0.976127 0.944744 1.07787 1.34818 0.900419 1.54618 0.862541 0.858917 0.830876 0.804916 0.791243 0.751054 0.708442 1.17983 1.01714 0.79567 0.78546 0.896864 0.938097 0.837992 1.33963
threshold=0.11910500000000002 1.0000000180025095e-35 0.085760000000000017 -0.13027499999999997 0.10302500000000002 -0.36241499999999999 -0.0064899999999999992 -0.083324999999999982 -0.081574999999999995 0.10732000000000001 0.084055000000000005 0.11125500000000001 -0.090114999999999987 0.041630000000000007 -0.093959999999999988 -0.095869999999999983 -0.086919999999999983 0.083415000000000017 -0.49013999999999996 0.084245000000000014 -0.082809999999999981 0.0016850000000000001 -0.04917499999999999 0.10891500000000003 0.11603500000000001 -0.065974999999999992 -0.08867499999999999 -1.0000000180025095e-35 0.093105000000000007 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 15 -5 -9 10 11 12 -1 19 -15 -7 -17 -18 -16 -12 -10 22 23 24 -21 -23 -27 -28 -29 -30
right_child=-2 -3 3 7 -6 6 -8 8 20 -11 13 -13 -14 14 18 16 17 -19 -20 21 -22 25 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00012087848037439166 0.00027931676045770288 0.0015365996195628644 0.00066908114372362314 -0.00012245302170454302 0.0013989760809688606 0.00090051388087034382 -0.0023268085424517598 -0.00029547634845107049 0.001699587998426205 -0.00023100709248156432 -8.1998696380408006e-05 5.5026997479209444e-05 0.0014503677016503166 -0.00088800244242209119 0.001273048112318091 0.00085404443521093899 7.2346368989792173e-05 -0.0011574593667825178 0.00019368476988753744 0.00091927208133932195 0.00077548969125164867 0.0015624022002990591 0.0017448243932002183 9.6943310080506563e-06 0.00015868274348329665 0.00094144951853505671 -0.00057858030752531173 6.136841306750865e-05 0.0019486058873098974 0.00048204612695559488
leaf_weight=22 346 35 72 33 21 34 20 21 23 22 24 20 156 21 31 20 41 21 40 1016 666 21 40 34 36 99 24 68 20 74
leaf_count=22 346 35 72 33 21 34 20 21 23 22 24 20 156 21 31 20 41 21 40 1016 666 21 40 34 36 99 24 68 20 74
internal_value=0 0.000759916 0.000749995 0.000620056 0.000250542 0.000134594 -0.00014837 0.000733944 0.000773749 0.000821432 0.000834693 0.0011617 0.00128605 0.000792866 0.000310476 0.000227223 -5.19458e-05 -0.000344201 0.000664956 0.000823346 0.000806338 0.00083852 0.000896817 0.000865583 0.000893244 0.000624002 0.000554857 0.00034909 0.000486522 0.00079408
internal_weight=0 2775 2740 972 229 208 136 743 710 1768 1746 198 178 1548 92 116 82 62 71 1456 689 1432 1126 1086 1052 306 285 186 162 94
internal_count=3121 2775 2740 972 229 208 136 743 710 1768 1746 198 178 1548 92 116 82 62 71 1456 689 1432 1126 1086 1052 306 285 186 162 94
is_linear=0
shrinkage=0.00502775


Tree=1402
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 0 3 11 4 4 16 4 0 43 47 0 15 10 12 52 160 4 50 4
split_gain=282.651 50.5071 26.1361 21.3249 16.2733 14.7994 9.53162 9.3625 7.79998 7.77287 6.25699 5.4357 6.15081 5.16273 5.09128 5.00024 4.86653 4.37462 3.99771 2.86536 2.85892 2.95332 2.71533 4.15234 2.7118 2.5337 2.33135 2.69751 2.23491 2.11854
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.042705000000000007 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.14753000000000002 -0.079119999999999982 0.084940000000000015 1.0000000180025095e-35 0.27834500000000006 0.42051500000000003 -0.44310499999999992 -0.49013999999999996 -0.030209999999999997 -0.11008499999999999 0.078345000000000012 -0.23091999999999999 -0.41942499999999994 -0.38124499999999995 0.10061500000000002 -0.081934999999999994 -1.0000000180025095e-35 0.51388000000000011 0.10883000000000001 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 11 10 24 -5 15 12 13 28 16 -4 -8 19 -19 -13 21 -3 -12 -24 -6 -20 -17 -28 -1 -26
right_child=1 2 7 9 8 -7 14 -9 -10 -11 22 17 -14 -15 -16 26 -18 18 25 -21 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=0.0025526939011525263 0.0024621609316958764 0.0016204922952498461 0.0013003098696523464 0.0022792494226982086 0.0024309887696160621 0.0015576340121802245 0.0025565084005771256 0.0015536406065723948 0.0012505459839629979 0.00140993774725435 0.00079178842854240781 0.0021119429786198183 0.0021026217254111216 0.0029429001253929829 0.0015380731597522102 0.0011051914338754347 0.002127239911053827 0.0023541360819847056 0.0015278884770497697 0.0027150323982926181 0.0016117310765610448 0.0011083077888063909 0.00069654654266053417 -0.0001073948031908584 0.0022330908022043022 0.0021715035289358864 0.00036586965834449557 0.00094076050263569631 0.0023551136296599516 0.0015625190136139082
leaf_weight=1075 76 28 54 34 41 41 79 37 26 61 32 20 68 68 23 28 193 472 20 102 40 163 25 30 20 37 41 30 137 20
leaf_count=1075 76 28 54 34 41 41 79 37 26 61 32 20 68 68 23 28 193 472 20 102 40 163 25 30 20 37 41 30 137 20
internal_value=0 0.0013417 0.00120324 0.00239769 0.00147513 0.00242522 0.00244072 0.000871478 0.00194483 0.00172106 0.000766311 0.0024768 0.00252959 0.00255228 0.00219626 0.000943696 0.00225192 0.00236748 0.00231012 0.00261617 0.00125756 0.00118339 0.000454357 0.000258033 0.00216769 0.00194567 0.00074918 0.000608781 0.00253036 0.0018978
internal_weight=0 691 615 2430 338 2335 2294 277 107 95 240 1999 1348 1280 295 153 272 651 529 122 231 191 87 55 81 57 99 71 1212 40
internal_count=3121 691 615 2430 338 2335 2294 277 107 95 240 1999 1348 1280 295 153 272 651 529 122 231 191 87 55 81 57 99 71 1212 40
is_linear=0
shrinkage=0.00145689


Tree=1403
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 2 2 4 2 1 14 2 15 52 1 457 1 4 0 12 0 16 16 3 16 42 159 151 42
split_gain=319.795 51.9681 30.4445 24.0542 16.3368 16.0165 10.6627 10.1236 8.97874 10.1657 8.46142 5.82522 4.81685 4.6323 4.42699 5.98493 6.72999 3.80733 3.46539 3.30759 3.14779 3.10068 3.13649 2.8708 4.07453 3.68863 4.69338 3.26492 2.78515 2.53044
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.14122000000000004 0.089410000000000003 0.089885000000000007 0.11474000000000002 0.42051500000000003 0.14285500000000004 0.09253500000000002 0.062655000000000016 -0.090999999999999984 -0.41396999999999995 -0.56176499999999996 0.089770000000000016 0.032140000000000009 1.0000000180025095e-35 -0.0070899999999999991 -0.033209999999999996 0.10124000000000001 -0.052984999999999997 0.27776000000000006 0.0057500000000000008 0.084940000000000015 0.083160000000000026 0.086555000000000007 1.0000000180025095e-35 -0.088784999999999989 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 28 11 18 9 -4 -5 12 -1 -10 -8 17 19 21 -7 -17 -20 22 -16 24 -14 27 -27 -25 -3 -23
right_child=1 2 8 10 -6 7 14 -9 13 -11 -12 -13 23 -15 15 16 -18 -19 20 -21 -22 29 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0019727437259205306 0.0025322665993717051 0.0017684425656995719 0.0016148476041257041 0.0023968109914515459 0.001721081175049054 0.0027430478431924843 0.0028619486416969521 0.0013037741922019709 0.00095332055544659813 0.0008700432128637991 0.0015753152395873091 0.0030391247131974003 0.0026612470629626996 0.00039136134074538287 0.0025118548202369036 0.0020655405767684666 0.001422535221154234 0.0028086665560202468 0.0024148721161849169 0.0026995441508710577 0.0017985886216528729 0.0020177762470020783 0.0022402144936049949 0.0024171022160451808 0.0021976319168027399 0.0028487993342848367 0.0022442193516034352 0.0017667917827916186 0.0013862018651914999 0.0024355246000648703
leaf_weight=20 76 40 76 34 41 22 43 23 113 55 61 59 1131 33 531 38 20 52 31 23 27 51 86 41 34 59 36 20 195 50
leaf_count=20 76 40 76 34 41 22 43 23 113 55 61 59 1131 33 531 38 20 52 31 23 27 51 86 41 34 59 36 20 195 50
internal_value=0 0.00150286 0.00137565 0.0025202 0.00254668 0.00164143 0.00256144 0.00207531 0.00105134 0.00130214 0.00186932 0.00263333 0.00261548 0.000826302 0.00244886 0.00242799 0.0020868 0.00246388 0.00229712 0.00230459 0.00212798 0.00243891 0.00247399 0.00262521 0.00264772 0.0024571 0.0026197 0.00220389 0.00145126 0.00222458
internal_weight=0 691 615 2430 2335 338 2294 103 277 131 95 1400 1341 146 894 851 81 770 80 61 58 718 617 1321 1165 156 95 61 235 101
internal_count=3121 691 615 2430 2335 338 2294 103 277 131 95 1400 1341 146 894 851 81 770 80 61 58 718 617 1321 1165 156 95 61 235 101
is_linear=0
shrinkage=0.00131955


Tree=1404
num_leaves=31
num_cat=0
split_feature=4 149 2 1 457 150 376 49 3 43 48 124 16 16 13 34 2 41 16 2 9 12 0 41 41 16 474 2 16 48
split_gain=4.21149 1.89034 1.69392 1.16122 1.82393 1.66466 1.11022 1.07129 0.995082 1.6789 0.95142 0.778258 0.733268 1.29936 0.721528 0.689426 1.40617 1.16578 0.939938 0.987188 0.666293 0.846867 0.903376 0.648635 1.02165 0.830528 1.50251 1.74383 2.32694 1.01693
threshold=0.40124500000000002 0.07770500000000001 0.17025000000000004 0.095695000000000016 0.079590000000000008 -0.099594999999999975 0.086445000000000008 -0.048674999999999989 0.12178000000000001 -0.052894999999999991 -0.072824999999999987 0.0026500000000000004 -0.44310499999999992 -0.29154999999999992 -0.28558999999999996 -0.038779999999999995 0.11474000000000002 0.08178500000000001 -0.11118499999999999 0.15609500000000001 -1.0000000180025095e-35 0.093965000000000007 -0.085034999999999986 0.088820000000000024 0.07831500000000001 0.0057500000000000008 0.10008000000000002 0.084305000000000005 0.066275000000000014 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 12 5 -5 10 -2 9 -6 -7 15 -1 -14 -12 -9 -17 18 19 -18 -16 -22 -23 24 25 -15 27 28 -27 -29
right_child=1 -3 -4 4 8 6 -8 11 -10 -11 14 -13 13 23 20 16 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0013877396837486409 -0.00069074956835898265 0.0016651884675081914 -0.00012189053838121149 -0.00051436018998836353 0.00033845040248822457 0.0019416835922252322 -0.00015022671629647168 -0.00025589958917596742 0.0010089760779007451 -0.0013418235314404613 0.00028466370574691972 -0.00059721950467278204 -5.1639803628229431e-05 0.0010282933546885808 0.00011591776906338327 0.001087235424406797 3.7551127755374307e-05 0.0013195702242975742 -0.00057230223735212755 0.0011979132194189642 0.0012706406934729925 0.00014588387413031872 0.00096925174100657844 0.00036899813180578411 0.0017650168295593751 -0.0012320089541198098 0.0015902794500463654 0.00092089032519883352 0.00094383918626657121 0.00020552085546372942
leaf_weight=100 27 23 36 20 41 22 22 33 20 21 39 20 29 1546 20 65 67 20 38 23 170 39 154 40 39 24 49 297 22 55
leaf_count=100 27 23 36 20 41 22 22 33 20 21 39 20 29 1546 20 65 67 20 38 23 170 39 154 40 39 24 49 297 22 55
internal_value=0 0.000331146 0.000919622 0.000933163 0.000738356 0.00085084 0.000909432 0.000226426 7.16792e-05 -0.000230675 0.000961938 0.000319523 0.000983436 0.000964192 0.000910861 0.000394055 0.000494752 0.00023454 6.50035e-05 0.000334088 0.000974625 0.00102194 0.000802872 0.00097841 0.000990406 0.000975248 0.000791785 0.000693478 -0.000191386 0.000809114
internal_weight=0 316 2805 2769 568 486 466 293 82 62 444 266 2201 2101 422 246 213 148 128 90 383 363 193 2072 2032 1993 447 398 46 352
internal_count=3121 316 2805 2769 568 486 466 293 82 62 444 266 2201 2101 422 246 213 148 128 90 383 363 193 2072 2032 1993 447 398 46 352
is_linear=0
shrinkage=0.00483252


Tree=1405
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 49 1 0 0 1 50 31 52 2 47 15 15 43 3 15 2 1447 159
split_gain=356.818 57.9864 27.1602 26.9609 21.8695 14.1768 13.8434 13.7406 11.0415 9.5236 9.00017 7.51032 7.00041 4.91924 5.83993 4.63453 4.22737 4.06583 3.85427 3.74813 3.42258 3.19428 3.13053 2.90083 2.88512 5.72585 2.91456 2.81636 2.8134 2.82782
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.35136499999999998 0.14122000000000004 0.077845000000000011 0.062655000000000016 -0.054984999999999992 0.085345000000000018 -0.098289999999999975 -0.23091999999999999 0.11414000000000001 0.041865000000000006 -0.077289999999999984 -0.56176499999999996 0.11411 0.078875000000000015 -0.089964999999999976 -0.41942499999999994 -0.078139999999999973 0.11658 -0.052074999999999989 -0.13033999999999998 -0.082869999999999985 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 18 -8 -9 15 -4 13 -2 -1 21 -7 24 22 -3 -17 -5 -15 -6 -22 -10 -26 -27 -20 -21 -30
right_child=1 4 10 20 17 9 7 8 16 -11 -12 -13 -14 14 -16 19 -18 -19 27 28 23 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0024383905202264608 0.0013639707063853969 0.00086279532708770682 0.0022123574150483927 0.0014424674483973286 0.0002815544764448135 0.0016117698257502974 0.0020676718647950946 0.0020279850817351889 0.00077353442947608142 0.0015160036043380162 0.0012669962728962523 0.0028875869279559882 0.0021886207840255867 0.001544708075896341 0.0023172741692021716 0.0026263705835465807 0.00076077375930526663 0.00077615303312477627 0.00055340891324311776 0.0026029376020163622 0.0011600496452752579 0.0022378533263582943 -0.00035562234739222728 0.00050914715419452547 0.0017524260624006531 0.0012902414339571264 0.0005792072723285848 -0.00011253377839932427 0.0021484482309594836 0.0023736256454944004
leaf_weight=881 24 44 28 31 54 25 30 21 28 41 67 59 127 32 406 43 103 23 33 33 29 22 21 25 32 26 20 20 662 131
leaf_count=881 24 44 28 31 54 25 30 21 28 41 67 59 127 32 406 43 103 23 33 33 29 22 21 25 32 26 20 20 662 131
internal_value=0 0.00113919 0.00227959 0.00170244 0.000847048 0.00230945 0.0010079 0.00117633 0.00106006 0.00217593 0.00154563 0.00239862 0.00205755 0.00237711 0.00225973 0.0022062 0.000962807 0.000261096 0.000556441 0.0022233 0.00107161 0.0018271 0.000103145 0.000858706 0.00115912 0.00129754 0.000981096 0.00030211 0.00220232 0.00218565
internal_weight=0 691 2430 236 455 2335 357 260 230 935 95 1400 151 1341 460 894 209 98 97 869 85 54 75 54 106 78 46 53 826 793
internal_count=3121 691 2430 236 455 2335 357 260 230 935 95 1400 151 1341 460 894 209 98 97 869 85 54 75 54 106 78 46 53 826 793
is_linear=0
shrinkage=0.00140032


Tree=1406
num_leaves=31
num_cat=0
split_feature=1 11 105 4 49 1 0 48 2 482 13 159 30 4 40 2 157 157 3 0 160 12 11 12 10 16 1446 457 43 3
split_gain=4.55413 1.62637 2.12127 1.95773 1.23857 1.12344 1.01905 0.878518 0.97506 0.833779 0.819922 0.940315 0.779192 0.756857 0.741488 0.676461 0.664352 0.81244 0.748323 0.853964 1.40334 0.843576 0.832536 1.51987 0.804087 0.726573 1.66832 1.29136 1.18323 1.62923
threshold=0.10124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0086549999999999978 -0.079429999999999987 0.14089500000000002 0.22582000000000002 0.14093000000000003 0.13404500000000005 0.087425000000000017 -0.00096999999999999983 0.082585000000000006 0.086430000000000021 -0.013125 -0.063404999999999989 0.10402500000000002 -0.48214999999999997 -0.28320499999999993 0.092670000000000016 -0.019414999999999998 0.05259500000000001 0.11734000000000001 0.080455000000000013 0.088930000000000023 -0.012544999999999999 0.0057500000000000008 0.087090000000000015 -0.081674999999999984 -0.15323999999999996 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -5 10 16 8 12 14 11 13 -6 -3 -10 -12 -1 -18 21 20 -20 22 24 -24 -19 -26 27 -27 -29 -30
right_child=1 2 -4 4 7 -7 -8 -9 9 -11 15 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.0018902715313115347 -0.00081552775815436191 0.0012036633247129122 0.0021532539389291648 -0.00051173196857321997 0.00072936320189804019 -0.00020098571645069547 -9.9904730416382201e-05 -0.00053320392921659451 0.00062128277268503631 0.00080758230792232148 0.0021533631345818207 -0.00013038437166893656 -3.206337557160029e-05 0.00021333257782908216 -0.00043662022994293148 0.0011458161466515523 0.00021697043789617074 0.00012395413513933599 -0.00034384023843067943 0.0011809626709525884 0.0011598709672300826 0.0004952164378198156 0.00077302941297802499 0.0023610137224896344 0.0010954708654197544 0.0018488486865251646 -0.0004944757620344455 0.0017382802261035183 -0.00051928603351926949 0.00084795165145579274
leaf_weight=21 20 75 21 35 278 20 20 21 22 30 20 24 37 25 60 85 31 23 38 39 25 67 27 32 1648 34 21 32 23 267
leaf_count=21 20 75 21 35 278 20 20 21 22 30 20 24 37 25 60 85 31 23 38 39 25 67 27 32 1648 34 21 32 23 267
internal_value=0 0.000571793 0.00060864 0.000564328 0.000381299 0.00091936 0.00100799 0.000451067 0.000499473 0.000104451 0.00101721 0.000745797 0.000639926 0.000956081 -0.000152793 0.00133773 0.00101751 0.00100957 0.00102036 0.000607729 0.000252871 0.00103972 0.00105703 0.00163431 0.0010404 0.00105081 0.0008556 0.00093524 0.000838772 0.000739516
internal_weight=0 773 753 732 483 249 2348 448 427 112 229 124 315 100 82 105 2328 2307 2276 102 63 2174 2107 59 2048 2025 377 356 322 290
internal_count=3121 773 753 732 483 249 2348 448 427 112 229 124 315 100 82 105 2328 2307 2276 102 63 2174 2107 59 2048 2025 377 356 322 290
is_linear=0
shrinkage=0.00492917


Tree=1407
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 40 13 457 12 11 3 52 15 2 41 51 2 0 16 0 0 43 43 49 2 1 1455 48 41 484
split_gain=3.74211 1.15017 1.10882 0.954296 0.869133 0.756192 0.814499 0.882945 0.701755 0.764344 1.72027 1.51495 1.38958 0.759492 0.732983 0.959991 0.688985 1.77358 0.665341 0.709747 1.2839 1.92316 2.08416 0.87997 1.42353 1.23778 0.725439 0.723433 0.649329 0.676888
threshold=0.27044500000000005 0.30112000000000005 -1.0000000180025095e-35 0.083965000000000012 0.25063000000000007 0.051255000000000002 0.40528500000000006 0.31508000000000008 0.11734000000000001 1.0000000180025095e-35 -0.14989499999999997 0.088785000000000017 0.081070000000000017 -0.090999999999999984 0.076195000000000013 -0.047599999999999996 0.10444500000000002 -0.055064999999999996 -0.50992999999999988 -0.10096999999999999 -0.14832499999999996 0.093175000000000022 -1.0000000180025095e-35 0.084945000000000007 0.096015000000000017 0.085110000000000005 0.11784500000000002 0.13400000000000004 0.093020000000000019 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 28 6 7 8 9 13 11 12 14 -4 15 -11 -10 -18 -15 20 23 22 -22 24 25 -20 27 -21 29 -2
right_child=4 -3 5 -5 -6 -7 -8 -9 16 10 -12 -13 -14 18 -16 -17 17 -19 19 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051970570009117413 0.00035699213062866076 0.00019562705833969313 2.6649121388955306e-05 0.000660666131582203 -0.00048282074243086908 0.00012661691891263858 0.0014784058113664156 -6.9799527068650023e-05 0.00086351333603898353 0.00070813431469316369 0.0022225000933720623 -1.4328929937685634e-05 0.0020888903075382504 0.0012912702694830808 0.00017851419471107366 0.001632626101539706 -0.00067836698912632101 0.00072624452046229655 0.0016199893435310251 0.00079646444768217181 0.00043693712333295386 0.0012712211501145394 -0.00075523713057948382 0.00016685778568163444 0.0020884136778321623 0.00029363354553648492 0.0015736959504719014 4.5871779968362041e-05 0.0010809333210466004 -0.00035109333116725423
leaf_weight=22 295 66 24 27 24 32 29 22 43 50 20 26 21 44 20 33 26 41 20 1912 93 31 36 20 21 33 21 23 20 26
leaf_count=22 295 66 24 27 24 32 29 22 43 50 20 26 21 44 20 33 26 41 20 1912 93 31 36 20 21 33 21 23 20 26
internal_value=0 0.000744307 0.000757769 0.000130703 0.000291001 0.000769403 0.000777287 0.000769406 0.000776624 0.000791395 0.00106352 0.000908985 0.00110258 0.000771087 0.000901492 0.0010757 0.000447905 0.000181171 0.000779014 0.000768815 0.000559598 0.00033034 0.000104237 0.000949825 0.00116144 0.000794145 0.000795983 0.000787543 0.000345463 0.000299639
internal_weight=0 2756 2690 49 365 2641 2609 2580 2558 2448 170 150 124 2278 103 83 110 67 2254 2210 254 160 129 94 74 53 1956 1935 341 321
internal_count=3121 2756 2690 49 365 2641 2609 2580 2558 2448 170 150 124 2278 103 83 110 67 2254 2210 254 160 129 94 74 53 1956 1935 341 321
is_linear=0
shrinkage=0.004207


Tree=1408
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 15 41 4 1 13 47 15 4 15 484 43 475 2 15 1213 0 1 2 52 133 40 1447 0
split_gain=264.836 44.7791 27.1396 20.868 18.1781 13.0417 9.84321 9.59767 8.94552 7.91874 6.95924 6.43396 5.85629 5.14161 6.44686 6.04224 8.74346 5.51772 3.61497 3.13877 3.08798 2.9448 3.02976 2.92799 2.92076 3.35187 2.37381 3.09959 2.31638 2.28332
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.040760000000000005 0.075585000000000013 0.27834500000000006 0.077845000000000011 -0.077799999999999994 0.13082500000000002 -0.12255999999999999 -0.27825499999999997 -0.0072999999999999992 0.084040000000000017 -0.014584999999999999 -0.084374999999999992 0.25063000000000007 0.091475000000000015 -1.0000000180025095e-35 -0.057069999999999989 0.095695000000000016 0.14122000000000004 0.13140000000000004 0.087035000000000015 -0.082829999999999973 -1.0000000180025095e-35 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 -6 9 20 11 -5 21 19 -13 17 18 -17 -15 -16 29 -9 -1 -23 -20 25 26 27 -3 -22 -4
right_child=1 2 12 10 6 -7 -8 8 -10 -11 -12 13 -14 14 15 16 -18 -19 23 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019755749132574487 0.0023936934774430999 0.0018255395351094782 0.00062894805390957586 0.0023032807595414467 0.00215407341225344 0.0016513674861944512 0.0012964405387114676 0.0025391204210047304 0.0031557102071270897 0.0014669066291821855 0.001455363558871348 0.0025477399239242 0.0014555349926818825 0.0018085052556360737 0.002613670266498622 0.0020961161394652135 0.00096465095557009945 0.0026370820549197357 0.0021673799269669477 0.00029836890958413021 0.0026478978843353282 0.0024962062894952237 0.0020491118849414024 0.0017067152635050805 0.00082226049272299457 0.0017834119184092496 0.0009664207395118805 0.0012454996256981504 0.0023380053753961354 0.0010339329333187717
leaf_weight=26 76 21 77 28 86 48 40 624 41 22 67 91 22 20 34 38 22 91 306 36 57 491 33 31 31 25 53 179 360 45
leaf_count=26 76 21 77 28 86 48 40 624 41 22 67 91 22 20 34 38 22 91 306 36 57 491 33 31 31 25 53 179 360 45
internal_value=0 0.00135937 0.00123155 0.00236149 0.00142456 0.00238819 0.00188181 0.00240365 0.0025013 0.00231597 0.00170528 0.00233176 0.000765106 0.00223358 0.00218083 0.00210178 0.00168125 0.00248779 0.00216979 0.00066897 0.00247553 0.00244477 0.00246805 0.002125 0.00123811 0.00128448 0.00123518 0.0013064 0.00238036 0.000778328
internal_weight=0 691 615 2430 435 2335 126 2287 1082 1205 95 1183 180 633 542 431 60 111 371 158 1041 550 524 337 309 278 253 200 417 122
internal_count=3121 691 615 2430 435 2335 126 2287 1082 1205 95 1183 180 633 542 431 60 111 371 158 1041 550 524 337 309 278 253 200 417 122
is_linear=0
shrinkage=0.00142833


Tree=1409
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 4 1 2 49 123 52 1 2 1 14 50 15 151 124 16 52 4 0 3 41
split_gain=332.88 54.666 28.8734 23.7307 19.0591 16.6549 15.3615 12.3762 10.9889 9.90757 9.68368 9.42183 7.74606 6.06875 4.59608 4.12464 4.65589 5.51091 3.70179 3.55417 3.49034 2.96998 3.16263 2.79127 2.61692 2.56583 3.06484 4.93673 3.26312 2.54357
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.27834500000000006 -0.062539999999999984 0.077845000000000011 0.089885000000000007 -0.054984999999999992 0.10695000000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090540000000000023 -0.23083499999999998 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 -0.082135 0.11346000000000002 0.40674500000000008 -0.39518999999999993 -0.070154999999999981 0.086245000000000016 0.075585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 23 -8 9 12 -9 -4 18 -2 19 -14 -17 -18 25 -12 21 -6 -23 -3 -7 26 -1 28 -28 -10
right_child=1 4 11 -5 20 24 7 10 29 -11 14 -13 15 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0031565978098366384 0.0017388670894552809 0.0011686949048190271 0.0025007190388742356 0.0014704919743658124 0.00091195589153752923 0.0015282832097758775 0.0023690054010505513 0.002149591079938271 0.0028620484196837295 0.0017015412974190772 0.0018025249494845632 0.0015710258166354014 0.0029148978647629943 0.0024768686397356457 0.00074534482203988939 0.0025166227522983222 0.0015916279418290132 0.0024303007990090371 0.0025223126172064132 0.0013187038778915442 0.0011739761063748258 0.00073057389240781658 2.4072827645552163e-05 0.00071144930413342999 0.0021590145732060255 0.0023044329737593443 0.0027303775855752111 0.0020745474950051809 0.0022063010701933177 0.003330471928530131
leaf_weight=28 24 46 28 85 29 26 30 31 42 22 34 67 43 127 21 743 22 40 241 144 23 22 24 51 22 28 992 22 22 42
leaf_count=28 24 46 28 85 29 26 30 31 42 22 34 67 43 127 21 743 22 40 241 144 23 22 24 51 22 28 992 22 22 42
internal_value=0 0.0015137 0.00257241 0.00203935 0.00124106 0.002602 0.00138539 0.00155592 0.00261847 0.00260025 0.00144986 0.00184504 0.00260932 0.00235957 0.00134086 0.00250875 0.00248705 0.00213271 0.00267329 0.00141112 0.000715291 0.000574628 0.000361965 0.000928287 0.00181737 0.00270661 0.0027172 0.00270532 0.00271901 0.00309626
internal_weight=0 691 2430 236 455 2335 357 260 2287 2203 230 95 2181 151 199 848 805 62 1333 178 98 75 46 97 48 1092 1064 1036 1014 84
internal_count=3121 691 2430 236 455 2335 357 260 2287 2203 230 95 2181 151 199 848 805 62 1333 178 98 75 46 97 48 1092 1064 1036 1014 84
is_linear=0
shrinkage=0.00134594


Tree=1410
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 47 1 2 14 4 2 52 1 457 15 10 1 0 160 16 147 1 3 0 1 52 12
split_gain=316.29 51.9555 32.3097 27.192 16.436 15.8148 13.5026 10.2334 9.8642 7.5481 6.28178 6.26434 5.8708 4.72524 4.35443 6.18382 7.25873 4.22818 4.53221 3.47569 3.31648 3.24468 2.97243 2.95576 2.834 2.6199 2.54896 2.54171 2.82116 2.51923
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10467500000000002 0.13501500000000002 -0.022174999999999997 0.089885000000000007 0.13082500000000002 0.077845000000000011 0.14753000000000002 0.062655000000000016 0.27834500000000006 -0.090999999999999984 -0.56176499999999996 0.089770000000000016 0.032140000000000009 -0.41942499999999994 -0.38124499999999995 1.0000000180025095e-35 -0.061629999999999997 -1.0000000180025095e-35 -0.016164999999999995 0.088610000000000008 0.11588000000000001 -0.11171999999999999 -0.18901999999999997 0.090540000000000023 0.40674500000000008 0.096830000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 20 11 10 -5 12 13 -4 -1 -9 19 22 -12 -19 25 24 -14 -17 26 -3 -16 -6 28 -15 -27
right_child=1 2 8 9 23 -7 -8 14 -10 -11 17 -13 21 27 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0018297832418407371 0.0024224546309293236 0.0026067727783917307 0.0013687639090709447 0.0022800432896563543 0.0016649926802602786 0.0016382549062279722 0.0012702449284280426 0.0027674239602047692 0.0015136565850916656 0.0014142958197732756 0.00084117058945556067 0.0029715552533860269 0.0011483678947896772 0.0025555804946049113 0.0019970807109553645 0.001835874497812813 0.0012106314795740983 0.0006413267470636669 -0.00016596858479480162 0.0026991302398207918 0.0017192724971407392 0.00060510075862595341 0.0024582120781950021 0.00085150249357024443 0.0019951847461066345 0.0024123147031775522 0.0012335165682189452 0.0023828343254199869 0.002105258492268126 0.0022340182771421208
leaf_weight=20 76 39 40 28 33 48 46 43 37 67 32 59 29 1060 45 27 20 25 30 52 20 84 34 32 24 419 144 233 28 247
leaf_count=20 76 39 40 28 33 48 46 43 37 67 32 59 29 1060 45 27 20 25 30 52 20 84 34 32 24 419 144 233 28 247
internal_value=0 0.00133017 0.00119519 0.00240385 0.00148575 0.00243373 0.0018788 0.00245043 0.000840645 0.00166946 0.000736889 0.00252499 0.000907723 0.00250534 0.00233275 0.0023106 0.00194272 0.000436455 0.000200984 0.00234965 0.00221607 0.000744523 0.00218275 0.00124315 0.00237379 0.00232409 0.00131396 0.00251557 0.00254399 0.00234619
internal_weight=0 691 615 2430 338 2335 129 2287 277 95 240 1400 153 1341 887 844 81 87 55 763 83 113 61 209 63 711 177 1321 1088 666
internal_count=3121 691 615 2430 338 2335 129 2287 277 95 240 1400 153 1341 887 844 81 87 55 763 83 113 61 209 63 711 177 1321 1088 666
is_linear=0
shrinkage=0.00140032


Tree=1411
num_leaves=31
num_cat=0
split_feature=1 3 16 0 148 12 13 403 3 42 0 2 13 39 132 3 13 49 16 0 131 1201 16 132 131 3 4 160 132 43
split_gain=6.49028 1.93745 1.3857 1.02919 0.986716 0.944982 1.4202 1.31483 1.31171 1.03026 1.21681 0.999435 0.922841 0.848558 0.808575 1.2312 0.777841 0.865983 0.676669 0.761921 0.611246 0.936792 0.904059 0.83736 0.803961 0.799421 1.43567 1.5673 0.837941 0.818325
threshold=0.10124500000000002 0.31299000000000005 0.51026500000000008 0.22582000000000002 -0.10069499999999999 -0.010834999999999999 -0.0079349999999999993 -0.0059799999999999992 -0.016324999999999996 0.09112000000000002 -0.082084999999999977 0.11474000000000002 -0.014169999999999999 0.096775000000000014 0.10613500000000002 0.42240500000000009 -0.14819499999999997 0.14233500000000002 -0.48836499999999994 -0.062294999999999996 0.09055500000000001 -0.078914999999999985 -0.56967999999999985 0.31127000000000005 0.089325000000000015 0.092670000000000016 -0.059649999999999988 0.05259500000000001 0.09678500000000001 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 20 -2 6 9 -7 -8 12 -11 -9 -6 -12 15 -3 -13 18 -18 -20 21 -1 -23 -22 25 28 -27 -28 29 -24
right_child=1 14 -4 -5 5 7 8 11 -10 10 13 16 -14 -15 -16 -17 17 -19 19 -21 23 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00016334142514077917 -0.00035689172152891422 0.00020337779001852505 0.0012524353444410478 0.00010614834074176816 0.0017978571455427455 -0.00012581240936324325 0.00041196186171271011 0.0012046021437414896 -0.0011766521669036311 -0.00049186403487117166 0.0012888108774776997 9.1143143659680405e-06 0.00070109981544857298 4.5416655231485416e-05 0.00084344066984306978 -0.0011090283769063201 0.00044252566060838877 8.7690832865814546e-05 0.0020682566818527258 0.0008734014131948903 0.0014907110936644772 0.0021714804357838061 0.0012537629452819025 0.00050203927169180373 0.00036197974741274228 0.0012476812076269318 -0.00073654148007717968 0.0010322637341008021 0.00027326586149776019 0.0010100382855787954
leaf_weight=21 20 68 113 20 26 27 28 169 20 28 28 32 51 22 26 21 22 24 23 25 228 20 1493 21 28 60 23 22 22 390
leaf_count=21 20 68 113 20 26 27 28 169 20 28 28 32 51 22 26 21 22 24 23 25 228 20 1493 21 28 60 23 22 22 390
internal_value=0 0.000675796 0.000774956 0.00117631 0.000675955 0.000715302 0.000462148 0.000874899 -0.000249961 0.000682671 0.000298893 0.00096649 0.00107143 0.000741717 0.000108431 -0.000106291 0.000647117 0.000864309 0.00113058 0.00144594 0.0011855 0.00115893 0.00116909 0.00140733 0.00115925 0.00117036 0.000767907 0.000128208 0.00119254 0.00120328
internal_weight=0 773 658 2348 545 525 203 322 48 155 78 295 77 50 115 89 126 94 70 48 2328 2079 2058 249 2038 2010 105 45 1905 1883
internal_count=3121 773 658 2348 545 525 203 322 48 155 78 295 77 50 115 89 126 94 70 48 2328 2079 2058 249 2038 2010 105 45 1905 1883
is_linear=0
shrinkage=0.00473777


Tree=1412
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 4 1 16 2 14 47 1 2 2 457 2 43 3 475 4 2 1 4 52 2 13 16 16 15
split_gain=392.725 47.5757 38.6551 35.8534 25.9352 20.6348 13.8051 11.3043 10.4243 9.3302 9.301 8.78236 6.60906 6.68126 6.63346 5.06801 3.86458 3.8622 4.36106 3.71777 3.69978 3.75539 3.42063 2.70201 2.59226 2.92386 2.42766 2.36063 3.87243 2.27441
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13471500000000003 0.098630000000000009 0.088105000000000003 0.40473500000000007 0.09253500000000002 -0.5335399999999999 0.14122000000000004 0.076975000000000002 0.13082500000000002 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.080930000000000016 0.17025000000000004 -0.04890499999999999 0.30112000000000005 -0.066784999999999983 -0.55119499999999988 0.089005000000000015 0.14262000000000002 -0.036839999999999991 0.024145000000000003 0.11237500000000002 -0.016469999999999995 -0.013324999999999998 0.52822500000000006 -0.068899999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 4 5 10 17 -7 -4 -6 15 12 16 20 14 -14 19 26 -3 24 -10 -1 -22 -18 -2 25 -19 -5 -21 29 -29
right_child=1 3 7 11 8 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17 22 18 -20 27 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031399690440837235 0.0026999803271449819 0.00078396051148266871 0.00225241947272571 0.00031998504164523452 0.0012805412828592148 0.0021533951547335734 0.0010272954536198445 0.0012438058300968519 0.002591956227058656 0.0015284655731556385 0.0030249634208620742 0.0013038246244922937 0.0016747272802334066 0.0015819543546324825 0.0024304047384750725 0.0015369111394395642 0.00045207313754833204 0.001941991142623429 0.00078747577765811189 0.0023444353515605417 0.0025770614252078323 0.0024214440612731415 -0.00032576582665998433 0.0020313137155733942 0.00088720876190132166 0.0012847352295271329 0.00076049056171826083 0.0022507898685720142 0.0024980980961883141 0.001859578788437781
leaf_weight=21 29 106 34 79 28 68 35 77 71 41 72 22 27 25 284 20 20 20 46 183 967 499 30 23 21 51 40 48 42 92
leaf_count=21 29 106 34 79 28 68 35 77 71 41 72 22 27 25 284 20 20 20 46 183 967 499 30 23 21 51 40 48 42 92
internal_value=0 0.00107351 0.00239343 0.000944895 0.00243199 0.00122393 0.00177074 0.00155275 0.00214545 0.00219418 0.00251138 0.000437964 0.00249109 0.00230655 0.0023648 0.00225403 0.000325248 0.0009931 0.00115374 0.00228693 0.00253279 0.00252409 -1.46302e-05 0.00240422 0.00133688 0.00146988 0.000468054 0.00222759 0.00211011 0.00199371
internal_weight=0 590 2531 538 2420 347 103 111 525 497 1895 191 1823 336 311 456 169 244 138 436 1487 1466 50 52 92 71 119 365 182 140
internal_count=3121 590 2531 538 2420 347 103 111 525 497 1895 191 1823 336 311 456 169 244 138 436 1487 1466 50 52 92 71 119 365 182 140
is_linear=0
shrinkage=0.00145689


Tree=1413
num_leaves=31
num_cat=0
split_feature=1 3 155 2 9 13 13 159 0 51 15 13 10 0 52 49 12 3 3 0 16 156 52 475 1429 457 48 11 13 15
split_gain=6.72968 1.84036 1.4286 1.24845 1.9178 1.06758 1.0532 1.17729 0.990193 0.980577 0.968816 1.19869 0.910285 0.901987 0.90152 0.866772 0.825914 1.24852 1.13122 0.851344 0.645692 1.49949 1.0818 0.992533 2.72782 1.78094 1.62432 1.82235 1.18304 0.877873
threshold=0.10124500000000002 0.31370500000000007 0.11245500000000001 0.10222000000000002 -1.0000000180025095e-35 0.17001000000000002 -0.016469999999999995 0.09599000000000002 0.024095000000000002 0.024995000000000003 -0.14712999999999996 -0.087074999999999986 -0.0026549999999999994 0.22582000000000002 0.056145000000000007 -0.067649999999999988 -0.081419999999999979 -0.14477499999999996 0.30112000000000005 -0.081894999999999982 0.013515000000000001 -0.031569999999999994 -0.13993999999999998 -0.091889999999999986 0.083810000000000009 -0.081674999999999984 0.091545000000000015 0.078065000000000009 -0.0057949999999999989 -0.076244999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 12 6 16 9 10 -8 -6 -12 -2 20 -3 -13 19 -18 -19 -5 22 -22 -1 -23 25 -25 27 29 -28 -27
right_child=1 14 -4 5 8 -7 7 -9 -10 -11 11 15 -14 -15 -16 -17 17 18 -20 -21 21 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0020186064565818496 0.0006742654048961244 -0.00024665409287317515 0.0015998265134296917 5.7211948779080662e-05 0.002552842110991447 -0.00033760593220223201 0.00053067818857904022 0.0021122007512184501 0.00024669322871660065 0.0015251747942157236 0.0024903137309298701 0.00017663189150103454 -0.000684788941682897 0.00019815398145358972 0.00083198629266899022 0.0013146624191601828 0.0010563610094331886 -0.0010071584521751629 0.00049965098590567852 0.0015015860101440111 0.0019404861659263902 0.0019571601481625216 0.0013557774853767332 0.0026481542694711644 -0.00065697239338435701 0.0017149827139916174 0.00086080661488737841 0.0025633197187295538 -0.00085699655130166258 0.00090208765922460837
leaf_weight=73 47 71 66 21 20 34 119 21 22 37 21 23 20 20 32 111 22 37 23 26 62 32 1762 20 27 45 25 24 21 237
leaf_count=73 47 71 66 21 20 34 119 21 22 37 21 23 20 20 32 111 22 37 23 26 62 32 1762 20 27 45 25 24 21 237
internal_value=0 0.000752438 0.000854513 0.000773071 0.00104835 0.000559322 0.000658981 0.000926206 0.00131356 0.000766552 0.00144768 0.00130508 0.000268578 0.0013264 8.84575e-05 0.00111933 0.000292324 -3.08896e-05 -0.000429548 0.000856227 0.00133609 0.00116466 0.00138215 0.00105305 0.000980543 0.0010994 0.0010114 0.00115192 7.65921e-05 0.0010318
internal_weight=0 773 670 604 264 340 306 177 197 156 175 155 67 2348 103 134 129 82 60 47 2328 493 1835 431 399 372 352 306 46 282
internal_count=3121 773 670 604 264 340 306 177 197 156 175 155 67 2348 103 134 129 82 60 47 2328 493 1835 431 399 372 352 306 46 282
is_linear=0
shrinkage=0.00533549


Tree=1414
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 2 2 4 0 12 15 52 2 0 11 4 49 2 4 15 457 13 15 50 1 40 15 39
split_gain=265.289 32.8179 28.0403 17.5912 15.9184 13.7033 10.3223 9.78045 11.2855 9.23109 7.54452 7.0405 6.32232 5.89929 7.55341 6.25404 5.20383 4.32187 4.31802 3.58511 3.56172 3.29211 3.08247 3.04941 2.98805 2.94849 2.73953 2.70834 2.5802 2.74036
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.053180000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 -0.079119999999999982 0.13597000000000004 -0.14601999999999996 0.08257500000000001 0.10444500000000002 -0.068189999999999987 1.0000000180025095e-35 -0.059649999999999988 -0.012034999999999999 0.099185000000000009 0.27834500000000006 -0.12563999999999997 0.045365000000000009 -1.0000000180025095e-35 -0.03241999999999999 0.041865000000000006 0.12958500000000003 -0.063404999999999989 -0.41942499999999994 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 7 10 -3 26 -6 16 -12 -1 14 15 22 -4 19 -2 -14 21 -8 -11 27 -19 28 -9 -10 -7 -30
right_child=1 5 6 -5 9 25 20 8 23 13 11 -13 17 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026437306665815334 0.0013434593885211358 0.00071029489559318424 0.002175465423282355 0.0010858293955137133 0.0021614614743700571 0.00069145218888495461 0.0023940296985531339 0.0020794788042474734 0.0012178206055270923 0.0019072261229220848 0.0020532140549615616 0.0013660622307028066 0.002320911174513001 0.0020370094098784283 0.0009830529935998763 0.0010001314360285089 0.0025267040147341452 0.0019111371245657408 0.0019809422702567461 0.0017076081569902847 0.001377049393317821 0.0018649218999496398 0.0014429701055259673 0.0012591847965909425 0.001445334228232725 0.00090989555511427982 0.0014436181676972246 0.00078669068677328239 -8.5635380282480516e-05 0.00052135358552106382
leaf_weight=22 20 90 1190 74 31 29 20 22 33 48 585 24 56 22 57 26 69 68 92 20 21 200 41 70 31 23 20 71 23 23
leaf_count=22 20 90 1190 74 31 29 20 22 33 48 585 24 56 22 57 26 69 68 92 20 21 200 41 70 31 23 20 71 23 23
internal_value=0 0.00112407 0.00204996 0.00155628 0.00175738 0.000925086 0.00210851 0.00105468 0.00119818 0.0015314 0.00213975 0.00202613 0.00201547 0.00143072 0.00135317 0.00153663 0.00219472 0.00193649 0.00186711 0.00215952 0.00186632 0.00191302 0.00169336 0.00105854 0.00176528 0.000520421 0.00177669 0.000923492 0.000400982 0.000217859
internal_weight=0 590 2531 186 422 404 2109 306 216 225 1868 609 197 194 172 115 1259 175 112 76 241 220 89 174 99 98 42 104 75 46
internal_count=3121 590 2531 186 422 404 2109 306 216 225 1868 609 197 194 172 115 1259 175 112 76 241 220 89 174 99 98 42 104 75 46
is_linear=0
shrinkage=0.00124344


Tree=1415
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 4 4 2 2 2 12 14 47 47 4 2 49 12 4 3 49 3 0 151 39 3 0 16
split_gain=557.946 74.0332 62.0181 36.222 35.7765 31.4628 20.4395 18.8976 18.287 13.9623 13.9012 10.6364 10.6015 9.96356 8.77598 8.22189 7.55972 7.31797 6.75528 6.33096 5.83849 7.21279 5.51339 5.77606 5.46752 4.80455 4.64543 4.12632 4.18472 3.84031
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 -0.025214999999999998 -0.16363499999999997 0.04735000000000001 0.11177500000000001 0.11389000000000002 0.121465 -0.42850999999999995 0.076175000000000007 0.091680000000000011 0.077555000000000013 -0.019614999999999997 0.15950500000000004 -0.012034999999999999 0.090285000000000018 -0.059649999999999988 0.090900000000000009 -0.066019999999999981 -0.013929999999999998 -0.079119999999999982 -0.082829999999999973 0.094675000000000009 -0.14847999999999997 -0.063634999999999983 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 6 26 -6 11 -8 15 13 -7 24 22 20 -11 -14 -2 -10 -1 -22 23 -9 -4 -24 -3 -26 -29 -18
right_child=1 5 8 -5 7 12 9 14 19 16 -12 -13 17 -15 -16 -17 29 -19 -20 -21 21 -23 25 -25 27 -27 -28 28 -30 -31
leaf_value=0.0031091301722871289 0.0019602546569497683 0.0012371273593777413 0.0031249494943639722 0.0014556959835330132 0.0029892988015967231 0.0010447378783994639 0.0024126004570783404 0.0014955638979316764 0.0029736320920289356 0.0022274912874582363 0.0017990981790668521 0.0023427622224394102 0.00047733408425331162 0.0036266080436104589 0.0024808995104872071 0.0035404629544526041 0.0014870688271415536 -0.00052768001222107679 0.0028233292010324033 0.0025310287715604009 0.0028031339654912314 0.0019784622963307402 0.0018865440864796622 0.0023857782188507846 0.0032496734704946717 0.0011683679515047533 0.00077904790434841532 0.0029858448974141943 0.0026884257209091457 0.00087634453429080695
leaf_weight=71 20 89 1194 74 31 35 39 23 92 20 22 35 35 61 31 33 66 21 92 161 83 25 27 31 79 45 73 376 111 26
leaf_count=71 20 89 1194 74 31 35 39 23 92 20 22 35 35 61 31 33 66 21 92 161 83 25 27 31 79 45 73 376 111 26
internal_value=0 0.00148375 0.00293719 0.00218641 0.00246619 0.00116024 0.00136277 0.00202897 0.00303143 0.00171902 0.00281746 0.00307771 0.00046364 0.00309183 0.00183935 0.00292314 0.00147751 0.000100454 0.00266921 0.00269198 0.00280933 0.00261224 0.00168151 0.00200661 0.0030733 0.00143768 0.00103071 0.00296434 0.00291806 0.00131447
internal_weight=0 590 2531 186 422 404 313 188 2109 151 234 1856 91 1821 157 212 112 56 112 253 179 108 126 54 1760 72 162 566 487 92
internal_count=3121 590 2531 186 422 404 313 188 2109 151 234 1856 91 1821 157 212 112 56 112 253 179 108 126 54 1760 72 162 566 487 92
is_linear=0
shrinkage=0.00134594


Tree=1416
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 2 2 47 50 43 12 4 3 4 47 52 1 1 16 42 0 15 49
split_gain=270.806 33.551 28.3763 17.0822 16.7494 14.2122 10.8925 10.5579 11.8621 10.0862 7.80921 7.48105 6.86273 5.20314 4.4951 4.09709 3.82421 5.79202 3.65538 5.02556 3.64024 3.60477 3.30838 3.14499 2.90584 2.9019 3.14047 3.68018 2.73673 2.71704
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.11734000000000001 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.27834500000000006 -0.14832499999999996 0.10855000000000002 0.089885000000000007 0.077555000000000013 0.041865000000000006 0.0010100000000000003 0.088305000000000008 -0.059649999999999988 0.090900000000000009 -0.04890499999999999 0.091680000000000011 -0.52606999999999993 0.13436000000000001 0.12958500000000003 0.0057500000000000008 0.084050000000000014 -0.076234999999999983 -0.41942499999999994 -0.063424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 12 7 10 -3 24 -6 11 -4 14 25 18 28 -15 -18 -1 -20 -10 29 -2 -22 -9 -13 -27 -28 -7 -11
right_child=1 5 6 -5 9 15 -8 8 20 21 -12 13 -14 16 -16 -17 17 -19 19 -21 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0028084125399958004 0.002832860367296922 0.00087914494913884542 0.0032836281553224739 0.0013870039083177551 0.0027053436708002797 0.00084373512259008627 0.002135447557989121 0.0026697191454473548 0.0019734014176634022 0.001861398588611644 0.001748669117209488 0.0027868746176330271 0.0018489272231942187 0.0026570391526311602 0.0031668304696678799 0.0012251625251435993 0.0015889195320404862 0.0024913322059706678 0.0025337344232155001 0.0017199584469644693 0.0013598282548273161 0.0022027660964183278 0.00220692990040054 0.00075823006506474638 0.0018391768602500848 0.0029112624548554037 0.0025715089401667302 0.001865302593156563 0.00022515408144986118 0.0013953642793833848
leaf_weight=67 28 90 56 74 31 29 87 22 20 56 21 1108 33 530 32 23 20 153 77 25 128 31 84 26 20 40 69 25 46 70
leaf_count=67 28 90 56 74 31 29 87 22 20 56 21 1108 33 530 32 23 20 153 77 25 128 31 84 26 20 40 69 25 46 70
internal_value=0 0.00142072 0.00260712 0.00197495 0.00223384 0.00116556 0.00268181 0.00133294 0.00152202 0.00188333 0.00270532 0.00271536 0.00251544 0.002699 0.00262487 0.000642899 0.00259059 0.00238701 0.00252225 0.00233428 0.00134046 0.00172102 0.00236341 0.00125826 0.00227422 0.00276037 0.00254117 0.00238369 0.000464339 0.00160249
internal_weight=0 590 2531 186 422 404 2109 306 216 188 2022 2001 234 1945 201 98 703 173 169 102 174 157 112 154 42 1242 134 94 75 126
internal_count=3121 590 2531 186 422 404 2109 306 216 188 2022 2001 234 1945 201 98 703 173 169 102 174 157 112 154 42 1242 134 94 75 126
is_linear=0
shrinkage=0.00157699


Tree=1417
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 14 2 4 0 49 4 1 4 1 1 3 151 131 2 12 160 47 15 13 42
split_gain=289.492 50.4582 28.4585 23.6733 17.1893 14.6845 9.4321 9.07207 8.68448 8.071 5.89225 5.83878 5.28176 4.96451 9.21539 4.03507 8.84517 4.01917 3.82214 3.66035 5.37226 3.27959 3.22206 4.60849 2.9862 2.97508 2.80242 2.57001 2.54082 2.48944
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092365000000000017 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 -0.10607499999999999 0.0065400000000000015 -0.015039999999999998 0.093100000000000002 0.0082450000000000006 0.083345000000000016 0.076935000000000017 -0.097604999999999983 -0.089309999999999987 0.082750000000000004 0.31358000000000003 0.090285000000000018 -0.067824999999999983 0.080455000000000013 -0.41942499999999994 0.17001000000000002 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 11 -6 15 -5 13 12 -4 14 18 19 24 29 -1 20 28 -3 23 27 -17 -14 -23 -13 -7 -15
right_child=1 2 6 9 7 8 -8 -9 -10 -11 -12 22 25 17 -16 16 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023643470361328031 0.0024327964041446063 0.0016513297514819461 0.0014104619874480597 0.0022450363165695333 0.002232324609877219 0.0015491064830856749 0.0015487065912257591 0.0013494495073983874 0.0016742714026306942 0.0013936080332906877 0.0029112650208766213 0.00099143246812205587 0.0012477991995113861 0.0025655942413612123 0.0029199750102822885 0.002443188220182412 0.0014512047919078648 0.0021478719160914067 0.0017514818414235392 0.0026164654909491538 0.0023896161484346598 0.0011419765474670219 0.0010305648315747514 -0.00017953014326377374 0.0021474909410294737 0.00067553175275790467 0.0016535219110865244 0.00038102597453057988 0.0022249081734323538 0.0024446595461903461
leaf_weight=31 76 39 39 34 74 24 37 33 48 61 62 21 23 723 26 102 30 63 56 101 234 168 20 20 195 79 24 38 20 620
leaf_count=31 76 39 39 34 74 24 37 33 48 61 62 21 23 723 26 102 30 63 56 101 234 168 20 20 195 79 24 38 20 620
internal_value=0 0.00135637 0.00122335 0.00238356 0.00149604 0.00241144 0.0008906 0.00196004 0.00225063 0.00169833 0.00248812 0.000789142 0.000972159 0.00247085 0.00218847 0.00228982 0.00217585 0.00249355 0.00196986 0.00238815 0.0023052 0.00128112 0.000528482 0.000401373 0.00224904 0.000804572 0.00120592 0.000598289 0.00185629 0.00250976
internal_weight=0 691 615 2430 338 2335 277 107 754 95 1581 240 141 1519 113 706 327 1406 87 379 278 231 99 79 297 102 192 59 44 1343
internal_count=3121 691 615 2430 338 2335 277 107 754 95 1581 240 141 1519 113 706 327 1406 87 379 278 231 99 79 297 102 192 59 44 1343
is_linear=0
shrinkage=0.00140032


Tree=1418
num_leaves=31
num_cat=0
split_feature=1 3 132 45 2 4 401 454 133 12 2 9 1 48 4 2 1 47 2 15 16 13 1 16 16 13 402 133 403 0
split_gain=11.5941 2.79457 1.63337 1.55034 1.85234 1.1832 1.1176 1.07687 1.17316 1.37672 1.40471 1.45357 1.25124 1.04572 1.03216 1.11487 1.02611 1.36629 1.34436 0.97142 0.949633 0.880724 1.03919 0.958818 0.797876 0.807287 0.760759 1.09046 0.908512 0.854666
threshold=0.10124500000000002 -0.053259999999999995 -1.0000000180025095e-35 0.10526500000000001 0.31358000000000003 0.41257000000000005 0.085900000000000018 -0.037229999999999992 0.086990000000000012 0.096395000000000022 0.11362000000000001 -1.0000000180025095e-35 0.10871500000000002 -0.065224999999999991 0.042705000000000007 0.13913500000000004 0.083345000000000016 0.084210000000000021 0.090175000000000019 -0.43375999999999998 -0.44310499999999992 -0.079299999999999995 0.10937500000000001 -0.14771999999999999 -0.059624999999999991 -0.074519999999999989 0.089785000000000018 0.11269500000000002 -0.023519999999999996 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 6 -4 7 -3 9 10 11 -9 -13 -12 15 26 18 -18 -16 -7 -20 -10 -23 -24 -15 -26 29 28 -28 -1
right_child=1 3 5 -5 -6 19 -8 8 21 -11 13 12 -14 24 16 -17 17 -19 20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0016250781719644371 3.4734163230246759e-06 -0.00030558069076328653 0.0014530862139767891 0.0017278321090245111 -0.00062129701152941852 0.0012690133945335472 -0.00030568070604384358 0.00038277913440973657 0.00090931851804178015 -0.00014888601605999774 0.0016020814107359084 0.0010575194728726983 0.0020420719929652785 0.00079687958781271084 0.0022593874805961573 0.00046839939649430255 -7.5289543180621688e-05 0.0012617105859241788 0.001692760536573721 8.9987759692445416e-05 0.001066756032972613 0.00074172202775207852 0.00030032873272151404 -0.0010655382000318201 0.00059528267621475838 -0.00061920407187377922 0.0023853585227324599 0.00088635064478722778 0.0016979561123664213 0.0014232604524847734
leaf_weight=664 21 20 207 25 24 30 23 26 36 23 21 50 53 77 30 20 25 39 69 26 161 26 20 21 24 20 54 24 132 1130
leaf_count=664 21 20 207 25 24 30 23 26 36 23 21 50 53 77 30 20 25 39 69 26 161 26 20 21 24 20 54 24 132 1130
internal_value=0 0.000849424 0.00120166 0.000644852 0.000586502 0.00129733 0.000652382 0.000705225 0.000756147 0.000899795 0.000988798 0.00132603 0.00156413 0.000682438 0.0014798 0.00151725 0.00124585 0.000739445 0.0013705 0.000721609 0.00125456 0.000346121 4.35081e-05 -0.000399262 0.00052283 4.32432e-05 0.00152772 0.00178196 0.00189752 0.00149796
internal_weight=0 773 284 489 464 263 440 417 397 294 271 129 103 142 2348 2024 324 64 260 56 230 103 67 41 121 44 2004 210 186 1794
internal_count=3121 773 284 489 464 263 440 417 397 294 271 129 103 142 2348 2024 324 64 260 56 230 103 67 41 121 44 2004 210 186 1794
is_linear=0
shrinkage=0.0044645


Tree=1419
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 2 1 16 14 49 2 47 1 15 3 3 457 52 15 1 1447 12 13 15 0 391 11
split_gain=508.645 78.2858 43.6311 35.1678 28.1858 23.0978 16.7139 16.4649 13.33 12.5983 10.2964 9.21842 8.46924 8.27725 7.14013 5.88836 5.38885 5.17251 7.65978 5.08544 5.08129 4.90669 4.83215 4.41062 3.85372 3.78499 3.16197 3.10109 2.99355 3.19862
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.089885000000000007 0.09253500000000002 -0.061854999999999993 0.062655000000000016 -0.054984999999999992 0.14960000000000004 0.10648500000000001 0.087135000000000004 -0.41942499999999994 0.0041950000000000008 0.11658 0.097135000000000013 0.12418000000000001 1.0000000180025095e-35 0.13075500000000004 -0.082869999999999985 0.082480000000000012 -0.0072999999999999992 -0.46471999999999997 -0.026509999999999995 -1.0000000180025095e-35 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 14 6 8 13 11 -4 -9 15 -2 20 17 -1 -15 25 -19 23 21 26 -5 -10 -17 -3 -6 -7 -25 -30
right_child=1 4 9 22 7 27 -8 10 19 -11 -12 -13 -14 16 -16 24 -18 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.0030483612821548341 0.0018384424680766515 0.0015099869146037491 0.0026389261571007354 0.001695453676248604 0.00093447901488238959 0.0023475972361157713 0.0018016935220267177 0.0011091023467520462 0.003242719468508572 0.0016223058417828352 0.0021486544532881039 0.0035333213248176635 0.0027294336745535344 0.00084001757103257168 0.0024141253057252815 0.0025117546326320888 6.1801808559133235e-05 0.0023335999566252829 0.0014672454403933078 0.0021469518104798523 0.001486910503892797 0.0014184220848283448 0.00098086684247244722 0.0022811916628362639 0.0029043668528027254 0.00081494126029716112 0.00044551480419982706 0.0016609930288067852 0.0027826504434056583 0.0030898803541196222
leaf_weight=934 23 40 34 60 50 22 24 45 42 63 28 59 121 27 20 52 40 29 51 21 26 21 24 20 351 22 46 26 733 67
leaf_count=934 23 40 34 60 50 22 24 45 42 63 28 59 121 27 20 52 40 29 51 21 26 21 24 20 351 22 46 26 733 67
internal_value=0 0.00154208 0.00286327 0.00218339 0.00121349 0.00289977 0.00291903 0.000957204 0.0029308 0.00197865 0.00150783 0.00301266 0.00258712 0.000765794 0.0016612 0.00298969 0.000375411 0.00155516 0.0017813 0.00280137 0.0009487 0.000829098 0.00149129 0.00281731 0.00285371 0.00126336 0.000700184 0.00197569 0.00279552 0.00280838
internal_weight=0 673 2448 228 445 2351 2303 283 2279 97 73 1396 144 210 162 1337 67 142 80 883 143 117 84 862 403 62 96 48 820 800
internal_count=3121 673 2448 228 445 2351 2303 283 2279 97 73 1396 144 210 162 1337 67 142 80 883 143 117 84 862 403 62 96 48 820 800
is_linear=0
shrinkage=0.00134594


Tree=1420
num_leaves=31
num_cat=0
split_feature=1 3 52 4 51 2 1 12 3 1447 160 157 51 16 47 16 156 15 4 3 15 0 49 15 133 13 12 2 15 1375
split_gain=11.6066 2.65841 1.79754 1.24064 1.1773 1.14977 1.19825 2.04369 2.61969 1.24374 1.08171 1.02329 1.40322 1.54711 1.45147 1.29788 1.4659 1.28022 1.25356 1.22853 1.15384 1.06847 0.969822 1.09237 0.967428 0.930254 0.915929 1.32712 0.906521 0.97037
threshold=0.10312500000000001 0.31299000000000005 -0.52606999999999993 0.40124500000000002 -0.41109999999999997 0.090175000000000019 0.08864000000000001 0.089410000000000003 -0.014944999999999998 -0.082954999999999987 -0.24498999999999996 -0.081749999999999975 0.086310000000000012 -0.059624999999999991 0.080455000000000013 -0.42170999999999997 0.083310000000000009 -0.41942499999999994 0.40473500000000007 -0.0096849999999999974 -0.095869999999999983 -0.063634999999999983 -0.061079999999999988 -0.031204999999999997 -0.14757499999999998 -0.012119999999999997 -0.42850999999999995 0.15950500000000004 0.13592500000000005 0.084895000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -4 24 9 8 -8 -7 -6 -12 14 21 15 -13 17 -17 20 -19 -16 -14 -10 -24 -1 -18 -3 -28 29 -11
right_child=1 26 4 -5 10 6 7 -9 22 28 11 12 13 -15 18 16 25 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0018330603222677275 0.0015695204811108656 0.00077420486728357559 0.0015640763130289241 0.00039792730509073221 0.0016418960097780268 0.0021545502711224768 -0.00070151287351238683 0.0019130673665609006 0.0017959373456141754 0.0013358649182137867 -0.00015682265395220788 0.00085123865267623872 0.0013597460542631391 0.0023073081803629898 0.0021479808723775967 -0.00082029190581583197 0.00041888476272318833 0.00062084011626013628 0.00036763154690255042 -0.00038771941804369424 0.00087964709344770216 0.00024415530721406248 -9.471425386012433e-05 0.0012183423225986647 0.0014610321641947625 0.0016136504619324666 0.0002823099177422546 -0.0009554815670836474 0.00069847298013435931 0.0022940194641703059
leaf_weight=143 67 35 37 22 25 35 22 28 20 725 23 126 43 20 28 26 30 61 24 35 25 25 20 28 1288 20 58 22 40 20
leaf_count=143 67 35 37 22 25 35 22 28 20 725 23 126 43 20 28 26 30 61 24 35 25 25 20 28 1288 20 58 22 40 20
internal_value=0 0.000794063 0.000906041 0.00141225 0.000824922 0.00142167 0.00130491 0.000900599 0.000585608 0.00136309 0.000771402 0.000726624 0.00077051 0.00125817 0.000656072 0.000520366 0.000277983 2.43728e-05 0.00118127 0.000253136 0.00154971 0.000949602 0.00100203 0.000671235 0.00149821 0.000896791 0.000195222 -5.80827e-05 0.0013278 0.00136159
internal_weight=0 730 615 2391 548 2369 938 118 90 820 511 486 463 88 375 298 172 122 77 96 53 68 68 48 1431 50 115 80 785 745
internal_count=3121 730 615 2391 548 2369 938 118 90 820 511 486 463 88 375 298 172 122 77 96 53 68 68 48 1431 50 115 80 785 745
is_linear=0
shrinkage=0.00429114


Tree=1421
num_leaves=31
num_cat=0
split_feature=1 3 155 124 157 43 43 374 13 16 4 2 0 13 2 129 0 16 15 4 133 13 133 151 16 16 3 1 42 0
split_gain=9.40135 2.15331 1.50738 1.04923 1.13431 1.1367 1.18245 1.27145 1.1418 1.0801 1.00492 0.98401 1.40606 1.28314 0.938362 1.21082 0.844683 1.19668 1.07886 0.832894 0.801953 1.23865 0.899944 0.820113 0.795706 1.5405 1.24822 1.19072 1.02821 1.20402
threshold=0.10312500000000001 0.31299000000000005 0.10158500000000002 0.0049200000000000008 -0.09416999999999999 -0.24021999999999996 -0.073404999999999984 0.086450000000000013 -0.0079349999999999993 -0.29154999999999992 0.40124500000000002 0.11474000000000002 -0.033209999999999996 -0.053889999999999993 0.089005000000000015 -1.0000000180025095e-35 -0.10474999999999998 -0.25582999999999995 -0.41396999999999995 -0.52556499999999995 0.032270000000000007 -0.16152999999999998 0.087985000000000022 0.050660000000000004 -0.011989999999999999 0.15273500000000004 -0.10831999999999999 0.082005000000000008 0.079510000000000011 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -6 7 8 -7 -10 14 12 13 -8 -1 -16 17 -3 -18 -17 21 -21 -22 24 27 26 -26 -23 29 -27
right_child=1 16 -4 -5 5 6 11 -9 9 -11 -12 -13 -14 -15 15 19 18 -19 -20 20 22 23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.001496445939981955 -0.00023169319502022392 -7.1851628970477169e-05 0.001582601893203413 3.7760966052940406e-05 0.0019476597273788744 0.00095971594774184701 0.0023232253444297902 -0.00045959917608401021 0.00087972280690471719 -0.00057776565972339944 0.00039540952283232344 0.00077732074570524762 0.00050309824977211792 0.0012350647494594937 0.00018038977813970456 0.0021667725989037326 0.00052396259796035159 0.0011771967961440508 -0.00093967647164455671 2.460876525188413e-05 0.0018704005045377019 0.0012986488426603555 0.0013478956863071719 0.00028633088829220266 -0.00051312054828338391 0.00054319800359862731 0.00086902328064220524 0.0021558655356543619 0.0020601927630776429 0.0015862717607355728
leaf_weight=1324 20 36 65 36 23 126 37 23 21 25 22 134 34 71 21 26 20 33 26 20 92 236 378 20 20 46 55 43 34 54
leaf_count=1324 20 36 65 36 23 126 37 23 21 25 22 134 34 71 21 26 20 33 26 20 92 236 378 20 20 46 55 43 34 54
internal_value=0 0.000789038 0.000900308 0.000819674 0.000874438 0.00091922 0.000868999 0.000586582 0.000726478 8.76095e-05 0.00140332 0.00106853 0.00134334 0.00160786 0.00141268 0.00130654 0.000193987 0.000525519 -0.000303312 0.00132963 0.00130783 0.00118111 0.00145017 0.00122665 0.00126518 0.00104414 0.000500452 0.00143076 0.00134845 0.00110646
internal_weight=0 730 615 550 514 494 471 195 172 46 2391 276 142 108 2369 1045 115 69 46 1024 998 528 470 508 488 209 75 279 134 100
internal_count=3121 730 615 550 514 494 471 195 172 46 2391 276 142 108 2369 1045 115 69 46 1024 998 528 470 508 488 209 75 279 134 100
is_linear=0
shrinkage=0.00473777


Tree=1422
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 15 4 4 47 47 0 0 160 1 0 43 13 3 52 3 4 3 0 0 0 0 13 3
split_gain=291.745 32.7326 31.0058 24.0772 17.4242 14.226 10.9862 9.0519 8.88012 7.59966 6.85248 6.46971 5.84552 4.66764 5.67035 4.58086 4.21618 4.1717 4.36911 4.04727 4.02995 3.4692 4.11624 3.96821 3.42083 3.38912 2.83135 2.79915 2.67844 2.63431
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.088105000000000003 0.090285000000000018 0.024640000000000006 0.40473500000000007 0.033845000000000007 0.081320000000000017 0.077555000000000013 -0.14832499999999996 -0.066089999999999996 -0.081069999999999989 0.15471500000000002 -0.13027499999999997 -0.04890499999999999 -0.020934999999999999 -0.065229999999999996 0.056145000000000007 -0.11171999999999999 -0.046564999999999988 0.013900000000000001 -0.097024999999999986 -0.22491999999999998 -0.036484999999999997 -0.10474999999999998 -0.010739999999999998 -0.0037349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 17 12 10 -7 13 29 21 -4 24 -15 20 -14 28 -19 -16 26 -1 -23 -24 -8 -20 27 -5 -3 -6
right_child=1 3 6 15 7 8 9 -9 -10 -11 -12 -13 16 14 19 -17 -18 18 25 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016588607239552266 0.0023085446160988521 0.0011497360484091343 0.0029685939845816712 0.00098993655411689805 0.001355936642070854 0.0020760361225620012 0.002822115771110344 0.0025979763523877818 0.0012291055395173118 0.0020382327480379177 0.0021530761437407657 0.0028977054387776457 0.0018698905775588468 0.0014817732448430788 0.0023774873356269318 0.00039914311857168819 0.0024910304770980104 0.0010934363342645021 0.0011994480708933434 0.0019114959779270668 0.0013165953283339013 0.002574575165929014 0.0022876558532341517 0.0016840290564874788 0.0023911319412269123 0.00179158297604207 0.0011352891731275291 0.00038786152660476899 0.00070814662694010421 0.0017051582818292058
leaf_weight=20 52 77 48 22 84 70 37 21 35 171 41 29 21 20 131 51 1072 67 29 48 31 53 65 30 561 49 25 43 39 79
leaf_count=20 52 77 48 22 84 70 37 21 35 171 41 29 21 20 131 51 1072 67 29 48 31 53 65 30 561 49 25 43 39 79
internal_value=0 0.00126843 0.00234045 0.0011679 0.00200076 0.001367 0.00240842 0.00173973 0.00179373 0.00230085 0.00165138 0.00229889 0.00249969 0.00235719 0.00217507 0.000744242 0.0024791 0.00119532 0.00135056 0.00225253 0.000889697 0.00219553 0.00226805 0.00209704 0.0024178 0.00157143 0.000742654 0.000591641 0.00100127 0.00152519
internal_weight=0 590 2531 538 422 366 2109 225 105 968 204 197 1141 797 199 172 1093 261 145 179 121 168 148 95 598 78 90 65 116 163
internal_count=3121 590 2531 538 422 366 2109 225 105 968 204 197 1141 797 199 172 1093 261 145 179 121 168 148 95 598 78 90 65 116 163
is_linear=0
shrinkage=0.00137286


Tree=1423
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 4 49 1 11 1 4 50 1 1 1 1 1 47 4 43 16 3 11
split_gain=624.725 97.4631 49.5586 48.9886 30.999 30.7467 22.2941 21.817 18.3426 17.1932 15.1748 13.8777 12.3242 10.1178 7.70406 5.99624 6.04717 8.53403 5.93826 5.51943 4.8536 4.48472 4.48293 4.19958 3.59515 3.39198 4.10472 3.74334 3.59222 3.35701
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 0.089885000000000007 0.10497000000000002 0.09253500000000002 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 0.090540000000000023 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.041865000000000006 0.12000500000000001 0.12958500000000003 0.122715 0.13288500000000003 0.13075500000000004 0.10350500000000001 0.0052350000000000009 -1.0000000180025095e-35 -0.12029499999999999 -0.097174999999999984 0.095165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 7 8 19 11 20 -4 14 -11 -2 -1 16 25 -18 -7 -3 -9 24 -14 -5 -15 26 -10 -27 -28 -17
right_child=1 5 10 23 -6 18 -8 9 15 12 -12 -13 22 21 -16 29 17 -19 -20 -21 -22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=0.0027944315184083462 0.0014873122429644062 0.00087594068455923348 0.0023770650114790389 0.001196897844678868 0.0015473051629981125 -6.9482481087422784e-05 0.0013457499001871642 0.0023540299070643361 0.0026742808310374574 0.00190818631038267 0.0012390063361225167 0.0034254263573672179 0.00094320040487906099 0.0028055520398263998 0.0025250560640385591 0.003027800873536849 0.0026340285929488247 0.0016105440607396488 0.00068027638614679331 0.00016574678810269796 0.001438306600565148 0.0019038883059803869 0.00027901427589265091 0.00051739994370225608 0.0022692646249165716 0.0025787721411973949 0.0018654894533947652 0.0022325871030304499 0.0024841756397433667 0.0023822108110400086
leaf_weight=1092 23 30 34 60 48 85 24 24 326 24 63 59 148 62 245 63 28 34 26 66 20 21 22 24 38 105 20 134 153 20
leaf_count=1092 23 30 34 60 48 85 24 24 326 24 63 59 148 62 245 63 28 34 26 66 20 21 22 24 38 105 20 134 153 20
internal_value=0 0.00110607 0.00259957 0.00183595 0.00263925 0.000732112 0.00266201 0.000940146 0.00267587 0.00116299 0.00163791 0.00277382 0.00098726 0.00232199 0.00274507 0.00252101 0.00248457 0.00207276 0.000106137 0.000387682 0.00193779 0.00248064 0.000857247 0.00100276 0.00260176 0.00251916 0.00258358 0.00238468 0.00241265 0.00287224
internal_weight=0 673 2448 228 2351 445 2303 334 2279 238 97 1396 194 144 1337 883 800 62 111 96 44 121 170 84 100 738 499 239 173 83
internal_count=3121 673 2448 228 2351 445 2303 334 2279 238 97 1396 194 144 1337 883 800 62 111 96 44 121 170 84 100 738 499 239 173 83
is_linear=0
shrinkage=0.00137286


Tree=1424
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 4 42 49 150 4 0 15 1 50 40 0 4 3 158 1 39 3 1 1 15
split_gain=667.311 111.27 55.9124 49.7612 33.7215 32.1627 21.5974 18.3081 17.6486 15.6629 15.6076 15.186 10.7122 10.0797 9.52034 9.2142 9.68454 8.35768 7.36687 6.54741 6.11009 6.20868 5.28872 5.25829 5.21897 4.34137 3.98116 3.97486 3.58637 4.22084
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.14122000000000004 0.062655000000000016 -0.17966999999999997 -0.076394999999999977 -0.054984999999999992 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.13436000000000001 0.041865000000000006 -0.077714999999999992 -0.079119999999999982 -0.52556499999999995 -0.13927999999999999 0.080695000000000003 0.13075500000000004 0.08456000000000001 -0.12711499999999995 0.12040000000000002 0.083345000000000016 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 19 -8 13 14 -9 -4 -2 22 15 16 -1 -12 -6 -3 -17 -22 -7 28 -5 -13 -23 -14 -16 -30
right_child=1 4 11 24 18 8 7 10 -10 -11 17 25 27 -15 23 20 -18 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0035507836639094535 0.0020501319724535077 0.0012759860160341577 0.0031723097252227845 0.0018007932987441041 0.00035402787290174311 0.0033830052622606469 0.0026467521258777198 0.0026300448275395133 0.0020423255384608573 0.0038788745975386406 0.0015258900178537981 0.0013586507271178758 0.0031953541383874205 0.0021863392181140063 0.0029737764517204753 0.0033561240728560574 0.002501890785393826 0.00075534248256231551 0.0012247641057754278 0.00057237410923260913 0.0037778333047903115 0.0026668192743061099 0.0029551686154387206 0.0033630649076859562 0.001058154836993862 0.0020780260892063621 0.003162552647455164 0.0026365262440177467 0.0028717759618194969 0.0020263387419072179
leaf_weight=23 23 46 21 60 75 62 30 21 41 76 170 21 90 28 69 1169 52 30 23 50 28 32 336 38 24 55 354 31 23 20
leaf_count=23 23 46 21 60 75 62 30 21 41 76 170 21 90 28 69 1169 52 30 23 50 28 32 336 38 24 55 354 31 23 20
internal_value=0 0.00164731 0.00316061 0.00241189 0.00125557 0.00320193 0.00145248 0.00166014 0.00288573 0.00328031 0.00152621 0.00215919 0.00289213 0.0029669 0.00325514 0.00328452 0.00282355 0.00141031 0.000558384 0.000909521 0.00330636 0.00316585 0.00302182 0.00293043 0.00158861 0.00187925 0.00312146 0.00305218 0.00278364 0.00247855
internal_weight=0 673 2448 228 445 2351 347 251 467 1884 221 97 144 426 1808 1658 75 200 98 96 1583 414 398 150 84 76 386 121 112 43
internal_count=3121 673 2448 228 445 2351 347 251 467 1884 221 97 144 426 1808 1658 75 200 98 96 1583 414 398 150 84 76 386 121 112 43
is_linear=0
shrinkage=0.00134594


Tree=1425
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 124 42 4 2 2 3 42 2 2 16 15 43 41 4 15 484 52 1 2 3 16 16 16 0 49
split_gain=14.234 2.95053 1.65262 2.34359 1.5349 1.34686 1.23533 1.23104 1.20439 1.02854 1.13135 1.02416 1.00941 2.31315 1.00537 0.948631 1.8254 1.64444 1.43864 2.72784 3.62882 3.88446 1.03188 1.04397 1.02136 0.973224 0.933583 0.860783 0.852173 0.831836
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 -0.062879999999999978 -0.076779999999999987 -0.0060199999999999993 -0.036839999999999991 0.13404500000000005 0.10559 -0.13927999999999999 0.11159000000000001 -1.0000000180025095e-35 0.092235000000000025 0.13751500000000003 0.040760000000000005 -0.51144999999999985 0.075585000000000013 -0.42529999999999996 -0.0063699999999999989 0.073690000000000019 0.077655000000000016 0.095950000000000021 0.088125000000000023 -0.047929999999999993 -0.15241499999999997 -0.097644999999999996 0.062650000000000025 -0.066089999999999996 -0.076109999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 11 -4 6 -1 -2 15 28 -11 12 -3 -14 -10 16 -7 24 -18 22 21 -21 -20 -24 25 -17 -27 -6 -9 -15
right_child=1 2 4 -5 27 8 -8 9 14 10 -12 -13 13 29 -16 17 18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019655287851644181 0.0020236967869938678 0.00037486421862390959 -0.0011345115007300262 0.0026670083843104929 0.00013881278078630243 0.00026705674353865306 0.00075734770692885477 0.0020400411554836431 0.00039283750103527972 0.0011622717423610547 -0.0002685902801588187 -0.00029423938182018372 0.0026405538623311014 0.0015822713962587035 0.0018992419335534365 0.00097569300652316842 0.0023951435648579748 0.0030376080058323119 0.0018956152882530122 0.0022453610818242054 -0.00073428840941186112 -0.00039267967379676784 0.0017308278835794176 0.00027667405593628975 0.0028000213099654875 0.00281634839449956 0.0019339936240935749 0.0013663079638567646 0.0011018469566322184 0.00074997424430106694
leaf_weight=39 76 77 20 20 54 21 57 52 27 54 21 21 23 40 22 28 109 41 888 56 26 21 35 22 39 34 938 22 54 184
leaf_count=39 76 77 20 20 54 21 57 52 27 54 21 21 23 40 22 28 109 41 888 56 26 21 35 22 39 34 938 22 54 184
internal_value=0 0.0010159 0.000765529 0.000926149 0.000154838 0.00185525 0.00124817 0.001465 0.00188051 0.00123041 0.00076163 0.00082523 0.000897788 0.00106081 0.00106918 0.00189812 0.00179546 0.0020101 0.0018232 0.00176372 0.000955364 0.0015259 0.00185182 0.00116958 0.00196955 0.00193716 0.00196486 0.00049414 0.00156209 0.000898599
internal_weight=0 718 461 365 96 2403 96 257 2307 181 75 345 324 247 49 2258 1178 1080 1157 1048 103 77 945 57 1039 1000 972 76 106 224
internal_count=3121 718 461 365 96 2403 96 257 2307 181 75 345 324 247 49 2258 1178 1080 1157 1048 103 77 945 57 1039 1000 972 76 106 224
is_linear=0
shrinkage=0.00523088


Tree=1426
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 0 49 1 4 1 4 0 0 2 13 160 124 16 50 457 40 43 12 48
split_gain=426.186 69.0617 44.1767 30.2711 27.9011 22.119 13.3415 13.1242 11.2788 10.6803 9.04041 6.68142 10.5798 7.12728 6.96374 6.35001 4.94073 6.25809 4.71275 4.50764 4.05207 4.30919 3.38318 3.32631 3.2103 2.92304 2.77034 4.93038 2.73508 2.6442
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.077845000000000011 -0.10607499999999999 0.082865000000000008 0.085345000000000018 0.0061450000000000003 0.16540500000000002 -0.55119499999999988 -0.079119999999999982 -0.14454499999999995 0.14530500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.087394999999999987 -0.29154999999999992 0.10883000000000001 0.080930000000000016 -0.064864999999999992 -0.078139999999999973 0.096475000000000019 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 8 28 15 11 25 -5 12 13 18 16 -4 -13 24 -1 20 22 -22 -3 -23 -18 -7 27 -24 -6 -12
right_child=1 2 7 10 6 9 -8 -9 -10 -11 29 14 -14 -15 -16 -17 17 -19 -20 -21 21 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030627570788006415 0.0026340904063340363 0.0016761485345137923 0.00071489702255498667 0.0025191007120577711 0.0026919211512590577 0.0024843533265581771 0.0014137815110097129 0.001641848064952106 0.0032250787029942233 0.0017879702086696465 0.0012505171581528292 0.0033913968262214941 0.0030597058516921754 0.0018811408921170793 0.00238947611497763 -5.942392472055389e-05 0.0028078343075797043 0.0025847048003438408 0.0022314171939655661 0.00073604976943088621 0.0019708435576323118 0.0015667124668861726 0.0010789744145808455 0.00096094254325730601 0.0025706864019394153 0.0019690599112359209 0.0009517320251037207 0.0018878613065490691 0.0021826748084097119 0.0018081799342329614
leaf_weight=21 76 24 150 28 29 396 40 26 76 48 24 21 35 57 108 22 1026 381 30 24 31 52 43 24 115 21 74 20 56 43
leaf_count=21 76 24 150 28 29 396 40 26 76 48 24 21 35 57 108 22 1026 381 30 24 31 52 43 24 115 21 74 20 56 43
internal_value=0 0.00142367 0.00127409 0.0026216 0.00152266 0.0026519 0.00205477 0.000750582 0.00271722 0.0023892 0.00187683 0.00269571 0.00241661 0.0022082 0.00271988 0.000615856 0.00274301 0.00273406 0.00257373 0.00129487 0.00134491 0.00154792 0.00120999 0.00137542 0.00278393 0.0024584 0.00112833 0.00133576 0.00235642 0.00160842
internal_weight=0 691 615 2430 417 2335 125 198 1870 465 95 1794 143 108 1651 172 1543 1522 51 292 268 107 161 76 1141 417 137 63 85 67
internal_count=3121 691 615 2430 417 2335 125 198 1870 465 95 1794 143 108 1651 172 1543 1522 51 292 268 107 161 76 1141 417 137 63 85 67
is_linear=0
shrinkage=0.00134594


Tree=1427
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 4 2 4 14 0 47 1 4 50 475 52 52 16 0 4 47 14 12 42 1 48 15
split_gain=413.299 69.2168 37.4073 37.3832 22.417 20.6476 11.6174 11.4823 11.264 11.2336 11.255 9.62951 7.32699 12.3401 11.6447 8.08452 4.68286 4.34458 3.91239 5.0171 4.29312 3.90392 4.21863 3.88714 4.10624 3.70142 3.56654 3.5615 3.34715 3.28923
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.062655000000000016 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.086295000000000011 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.19444000000000003 -0.085669999999999982 -0.52556499999999995 0.090100000000000013 -0.23083499999999998 0.10149500000000002 0.08623500000000002 0.11669000000000002 0.089965000000000017 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 11 17 -5 -6 10 -4 12 13 14 -1 21 29 -7 19 25 -20 -14 -23 24 -3 -19 -21 -26 -24 -11
right_child=1 2 9 7 8 6 -8 -9 -10 16 -12 -13 15 -15 -16 -17 -18 18 20 26 -22 22 28 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0032265295407572763 0.0032564919424613527 0.002205423508856949 0.0020465818595724649 0.0029941157485766381 0.0029635703280327715 0.0034256322793165882 0.002198897679002399 0.0018948604591557889 0.0018987088956756275 0.0011497647644759989 0.0012385048976481985 0.0038569016177194982 0.0034661909368470614 0.0038430979061399311 0.0022575005682339238 0.0029374932072013639 0.001566635736757697 0.0032425511178547435 0.0032562519511059773 0.0023116450780331648 0.0025352715667619186 0.0038869092962384804 0.0033075333162247314 0.0022862627464394747 0.0017221543441913608 0.0026048770824881272 0.0029162291209666974 0.001137447028222402 0.0028366015818588231 0.00055536196564341244
leaf_weight=58 76 33 66 34 74 59 41 61 33 35 99 76 544 30 56 110 22 75 138 51 22 28 942 32 137 29 40 29 36 55
leaf_count=58 76 33 66 34 74 59 41 61 33 35 99 76 544 30 56 110 22 75 138 51 22 28 942 32 137 29 40 29 36 55
internal_value=0 0.00189183 0.00172319 0.00322034 0.0020616 0.00325826 0.00296853 0.00228828 0.00263516 0.00131025 0.00156174 0.00332838 0.00330611 0.00297814 0.00275052 0.00333457 0.000939756 0.00304475 0.00298145 0.00283731 0.00315712 0.00336275 0.00330681 0.00179593 0.00171709 0.00306474 0.0025774 0.00162001 0.0032902 0.000786519
internal_weight=0 691 615 2430 338 2335 455 95 107 277 165 1880 1804 144 114 1660 112 414 355 195 160 1550 1006 231 199 104 91 166 978 90
internal_count=3121 691 615 2430 338 2335 455 95 107 277 165 1880 1804 144 114 1660 112 414 355 195 160 1550 1006 231 199 104 91 166 978 90
is_linear=0
shrinkage=0.00151575


Tree=1428
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 10 16 2 42 150 3 15 43 41 1209 4 3 49 4 479 1447 1447 42 2 2 483 132 15 12 4
split_gain=15.819 3.20777 1.6072 2.12532 1.39936 1.36126 1.31664 1.22952 1.20679 1.12363 0.938502 0.926802 1.52053 1.49874 1.25632 1.19524 1.1704 1.10384 2.99117 1.03972 0.974618 1.35909 0.909504 0.926129 2.2264 0.865861 0.910081 1.46719 0.954501 1.57
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 -0.076779999999999987 -0.062879999999999978 -0.25582999999999995 0.13404500000000005 -0.0060199999999999993 0.082565000000000013 -0.24190499999999995 0.040760000000000005 -0.51144999999999985 0.075585000000000013 0.091045000000000001 -0.51843499999999987 0.090900000000000009 0.005085000000000001 -0.059649999999999988 0.088785000000000017 -0.086059999999999984 -0.085024999999999989 0.11159000000000001 -1.0000000180025095e-35 0.10444500000000002 0.11494000000000001 0.082230000000000011 -0.0092699999999999987 0.09202500000000001 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 22 8 -4 9 11 -1 -2 -8 12 -6 20 15 -14 19 18 -18 25 -13 -22 23 -3 -25 26 28 -28 -17 -30
right_child=1 2 5 -5 7 -7 10 -9 -10 -11 -12 13 14 -15 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0020277268347510362 0.0005978556179805657 0.00045287617990845939 -0.00096501740101414288 0.0025964308284176342 0.0005148885415244104 0.00053867354928498646 0.0027223129559544694 0.0011608433247998142 0.00085700003580780281 0.0019206298434860615 0.0016310715757400715 0.0028374601664340245 0.0028778468330251075 0.0030521741796114958 0.00069351046214668696 0.0021019936448800421 0.0020826536992261508 0.0023770677155525591 -0.0001178362972861287 0.0008720041872419534 0.00073024205165436837 0.0020488088539050704 -0.00015735271946357903 0.002382237354906498 0.00091257747848270043 0.0027916883978975036 0.001799488276518479 0.0002362176729588376 0.0020188109046574551 0.0011248124288897167
leaf_weight=39 57 77 20 20 21 76 24 49 57 24 152 40 34 41 22 634 33 20 32 23 21 978 21 31 216 33 75 20 153 78
leaf_count=39 57 77 20 20 21 76 24 49 57 24 152 40 34 41 22 634 33 20 32 23 21 978 21 31 216 33 75 20 153 78
internal_value=0 0.00107177 0.000815836 0.000971128 0.00193928 0.000225405 0.00153086 0.00196452 0.00133261 0.000989789 0.00177988 0.00198196 0.00188248 0.00209047 0.0019073 0.00193083 0.00190158 0.00132351 0.000999336 0.00194995 0.00205252 0.00202109 0.000876908 0.000943943 0.00109703 0.00197491 0.00194684 0.00147038 0.00199916 0.00171694
internal_weight=0 718 461 365 2403 96 257 2307 96 81 176 2258 1178 1080 1157 1135 1101 85 65 1016 1039 999 345 324 247 993 960 95 865 231
internal_count=3121 718 461 365 2403 96 257 2307 96 81 176 2258 1178 1080 1157 1135 1101 85 65 1016 1039 999 345 324 247 993 960 95 865 231
is_linear=0
shrinkage=0.00512831


Tree=1429
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 2 9 457 15 3 12 2 11 10 51 41 484 52 159 49 52 16 123 151 42 15 39 13 39 475
split_gain=12.8197 2.81736 1.91813 1.22329 1.26147 1.10666 1.69124 1.63337 1.3062 1.40831 1.03455 1.23934 0.961928 0.956841 0.947776 1.47517 1.21492 2.22192 0.963364 0.962594 0.923328 0.902028 0.934399 0.897581 0.894397 1.06347 1.12017 0.960353 0.849119 0.790427
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092365000000000017 0.11474000000000002 -1.0000000180025095e-35 0.060310000000000009 -0.41942499999999994 -0.092984999999999984 -0.42850999999999995 0.15950500000000004 0.080455000000000013 -0.0026549999999999994 0.081440000000000026 0.075585000000000013 0.082450000000000009 0.077655000000000016 0.11389500000000001 0.11560500000000001 -0.077024999999999996 -0.45661999999999997 1.0000000180025095e-35 0.092070000000000013 -0.019989999999999997 -0.042209999999999991 0.095830000000000012 -0.088319999999999996 0.10166000000000001 -0.08663499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 12 6 13 8 -8 -10 -4 -12 14 -3 15 18 17 20 19 23 -16 -6 28 29 -7 26 27 -26 -23 -1
right_child=1 2 10 -5 21 24 7 -9 9 -11 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011727911961984824 0.0015848355080585088 0.00075844816822100548 0.00085919185602468693 0.00047326846401230102 0.0018948443310844449 -0.00025766372459437071 0.00064686145925194223 0.00043355774807700236 0.0026762359706594412 0.0014055821049874981 0.00028114932426648396 -0.00096333267201700488 0.0023345675731844227 -0.0004192705288666155 0.00083379083930253789 0.0024922932786673214 0.0023065434528239028 0.00016765047685629993 0.00087984646718854229 0.00085524822466293677 0.0017031932754990333 0.0014048885893636054 0.00067458267302908923 0.0009722267890864871 0.00045163120169473988 9.4635997344965557e-05 0.00027994176425174308 0.0013605036404962974 0.00047093998136104052 0.0016860184478577225
leaf_weight=63 90 44 35 22 63 21 38 44 20 133 58 22 35 20 35 38 20 36 36 32 80 650 40 39 32 44 45 84 20 1182
leaf_count=63 90 44 35 22 63 21 38 44 20 133 58 22 35 20 35 38 20 36 36 32 80 650 40 39 32 44 45 84 20 1182
internal_value=0 0.000845227 0.00074122 0.00152117 0.0015309 0.000855611 0.00103382 0.00120904 0.00138769 0.00157168 0.000219 -6.10832e-05 0.00160259 0.000390411 0.00158618 0.00162477 0.00127254 0.00113559 0.00160038 0.00162009 0.00143859 0.00138287 0.00133744 0.00163916 0.000619845 0.000709736 0.000877838 0.00110978 0.00137701 0.00166005
internal_weight=0 730 640 2391 2369 525 299 235 191 153 115 80 1596 64 1561 1390 171 151 1352 1316 115 773 710 1284 226 205 161 116 670 1245
internal_count=3121 730 640 2391 2369 525 299 235 191 153 115 80 1596 64 1561 1390 171 151 1352 1316 115 773 710 1284 226 205 161 116 670 1245
is_linear=0
shrinkage=0.0044645


Tree=1430
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 0 49 4 1 150 1 0 2 4 0 47 48 14 1 3 4 0 12 34
split_gain=539.715 88.9419 52.1099 43.8988 35.4178 28.2678 18.8427 16.6298 15.6061 12.5109 11.7573 9.4781 12.539 9.95065 7.9179 5.86192 5.56569 5.46183 4.96861 4.84567 6.7904 4.77412 6.05222 5.46584 6.41441 4.42989 3.91986 3.26696 3.1586 3.02488
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.13082500000000002 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 1.0000000180025095e-35 0.076935000000000017 -0.030209999999999997 0.25063000000000007 -0.55119499999999988 -0.079119999999999982 1.0000000180025095e-35 0.11280000000000003 -0.46166999999999997 0.11669000000000002 -0.12711499999999995 -0.036839999999999991 -0.010949999999999998 0.096475000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 7 28 11 15 -5 18 12 14 19 -1 16 17 -7 29 -13 -21 23 -23 -3 -25 -22 -2 -10 -6 -4
right_child=1 2 10 9 6 8 -8 -9 27 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 20 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0035143279844980779 0.0038107971286073629 0.0023069167278782598 0.00074489590775441718 0.0032757381340548907 0.0036160510638826781 0.0033453728944838721 0.0019340514166652182 0.0043536109272634092 0.0027693116533620238 0.0021348383174289412 0.002196595657955212 0.0044166029493184992 0.0040438036249103868 0.0032216251563682162 0.0026724523165064257 0.0026833347947387469 0.0037055314125847612 0.0026549106018302301 0.00053604561300920836 0.0037421165017350565 0.0029689767897593082 0.0026841509181409861 0.0017623332999798498 0.0018307998901952588 0.0012516840200570614 0.0035580849549411379 0.0030655706225119392 0.0019133258905617281 0.0029938299727825341 0.0012868173697677052
leaf_weight=42 50 31 31 34 29 285 39 76 21 63 22 21 35 110 66 30 92 29 38 1141 32 30 36 121 69 351 24 20 53 100
leaf_count=42 50 31 31 34 29 285 39 76 21 63 22 21 35 110 66 30 92 29 38 1141 32 30 36 121 69 351 24 20 53 100
internal_value=0 0.00200137 0.0018077 0.00353403 0.00211358 0.00357525 0.00280138 0.00365911 0.00324582 0.00253474 0.00115428 0.00362975 0.00325536 0.0036621 0.00299985 0.00332989 0.00337767 0.0032816 0.0010186 0.00369346 0.0036835 0.00182361 0.00218134 0.00171678 0.00162049 0.00350886 0.0035691 0.00235176 0.00321388 0.00115858
internal_weight=0 673 599 2448 408 2351 121 1874 477 97 191 1798 143 1655 108 436 406 314 169 1545 1524 287 66 221 190 383 74 41 82 131
internal_count=3121 673 599 2448 408 2351 121 1874 477 97 191 1798 143 1655 108 436 406 314 169 1545 1524 287 66 221 190 383 74 41 82 131
is_linear=0
shrinkage=0.00151575


Tree=1431
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 4 2 0 15 4 457 1 50 12 4 131 1 12 47 43 15 4 3 0 49
split_gain=350.182 56.9185 32.1915 30.8051 18.7064 16.1119 10.6006 9.77505 9.42903 9.39189 10.4309 7.99572 5.96258 9.83377 6.04186 5.64954 5.20648 3.94581 3.41998 4.21671 3.34687 3.30679 2.90508 2.86793 2.81191 2.78357 2.78287 2.72676 2.63838 2.57635
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.14122000000000004 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 0.080930000000000016 0.083345000000000016 0.086295000000000011 0.087765000000000024 -0.51843499999999987 0.091440000000000007 0.089875000000000024 0.095565000000000011 0.090100000000000013 -0.080324999999999994 -0.41942499999999994 -0.0070899999999999991 0.31534000000000006 -0.060129999999999996 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 23 6 12 -5 26 10 -4 15 13 -1 18 22 -15 25 19 -14 -2 -21 -7 -3 -9 -11 -6 -27 -20 -18
right_child=1 2 9 7 8 11 -8 24 -10 17 -12 -13 14 16 -16 -17 29 -19 28 21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0030991945552614453 0.002997440982427596 0.0014278242470550204 0.0017499310580079226 0.0027057638421025491 0.0030191991819103355 0.0028067518723912232 0.003425453064178081 0.0018563745987476184 0.001593663410634466 0.00090729776526627824 0.00097643431824996608 0.0019485248072040554 0.0036372649855591173 0.0026867241773983774 0.002547511462976746 0.0019340652884330791 0.0023973929266737012 0.0012817458622682376 0.0028598689862172804 0.0029796216751643129 0.0022858162149838996 0.0023944711720602701 0.0025568899990415163 0.0019087040453184207 0.0011951639212482599 0.00063125156220737353 0.002374571796978297 -4.9804945094367715e-05 0.0024587210440527984 0.0017214720974566766
leaf_weight=50 54 190 63 28 21 196 76 49 32 35 99 41 21 40 110 24 20 22 767 697 20 22 216 32 20 34 50 21 38 33
leaf_count=50 54 190 63 28 21 196 76 49 32 35 99 41 21 40 110 24 20 22 767 697 20 22 216 32 20 34 50 21 38 33
internal_value=0 0.00157557 0.00142367 0.00278591 0.00173998 0.00281977 0.00288183 0.00196523 0.00226339 0.00104848 0.00127724 0.00257593 0.00285885 0.00256773 0.00288401 0.00263493 0.00228199 0.000717594 0.00290797 0.00298089 0.00280511 0.00296172 0.00267576 0.00149714 0.00166472 0.00057969 0.00256524 0.000371212 0.00284093 0.00197654
internal_weight=0 673 599 2448 325 2351 1874 97 103 274 162 477 1798 143 1655 436 93 112 1545 740 74 719 412 222 69 90 71 55 805 53
internal_count=3121 673 599 2448 325 2351 1874 97 103 274 162 477 1798 143 1655 436 93 112 1545 740 74 719 412 222 69 90 71 55 805 53
is_linear=0
shrinkage=0.00148603


Tree=1432
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 160 2 9 0 14 3 3 158 11 4 4 157 52 43 13 15 10 0 16 16 47 1 457 160
split_gain=14.6453 2.94336 1.96646 1.2827 1.28533 1.20404 1.28381 0.995486 1.85517 1.48469 0.992964 0.970367 1.32973 0.957673 0.955001 0.920096 0.908181 0.907254 0.901225 0.897433 1.23536 0.895455 0.880825 0.844158 1.88058 2.25586 1.37591 1.17947 1.24106 0.87797
threshold=0.10337500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092365000000000017 -0.049894999999999995 -0.24498999999999996 0.10559 -1.0000000180025095e-35 0.024095000000000002 -0.47013499999999991 0.088060000000000013 0.11658 0.085030000000000008 0.086595000000000019 0.053925000000000008 0.071150000000000005 -0.41966499999999995 0.056145000000000007 -0.072864999999999985 -1.0000000180025095e-35 -0.079929999999999987 -0.0087699999999999983 -0.030209999999999997 0.15273500000000004 -1.0000000180025095e-35 0.077555000000000013 0.084785000000000013 0.048635000000000005 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 13 -3 -7 8 22 19 -9 14 -13 15 -12 -1 -14 -6 21 -10 -21 -4 -8 26 25 -25 27 28 -19 -29
right_child=1 2 18 -5 17 6 7 10 9 -11 11 12 16 -15 -16 -17 -18 23 -20 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.001887305316015581 0.0018621014012251025 0.002080094834335018 0.00032962476687343405 0.00062969577656971781 0.0026479109407523535 0.0021081041185203046 0.001093792645290029 0.0017892950821432382 0.0012721687405489502 0.00032374947727356233 0.00027186278693813059 0.0021589991915188806 -5.4408408425159563e-05 0.002273489532953212 0.0012126759065690144 0.0011469131490361687 0.001169345674451151 0.0016745671611361418 0.0010148546155249068 0.0028917659284503415 0.0014384297448066334 -0.00086752766830588957 -6.2742416372844342e-05 0.0017304849170636635 0.0017445127502015005 -0.00040668550341796134 0.0026153041020659743 0.0003760871125166466 0.0029261508715536155 0.0015692768248150983
leaf_weight=1405 87 25 63 22 22 23 32 20 45 20 145 21 23 155 32 42 41 513 32 30 27 20 32 21 77 28 38 29 20 31
leaf_count=1405 87 25 63 22 22 23 32 20 45 20 145 21 23 155 32 42 41 513 32 30 27 20 32 21 77 28 38 29 20 31
internal_value=0 0.00101216 0.000894975 0.00181445 0.0018254 0.00102488 0.000971152 0.000915276 0.0011952 0.00155175 0.000730647 0.000649834 0.00108271 0.00190526 0.000441953 0.00186582 0.000729559 0.00166116 0.000312097 0.00179253 0.00220334 4.11543e-05 0.000515525 0.00163249 0.00126413 0.000509245 0.00170604 0.00164777 0.00172153 0.000992568
internal_weight=0 718 631 2403 2381 516 491 468 186 122 282 262 85 1602 177 1447 64 779 115 102 57 83 64 757 126 49 631 593 533 60
internal_count=3121 718 631 2403 2381 516 491 468 186 122 282 262 85 1602 177 1447 64 779 115 102 57 83 64 757 126 49 631 593 533 60
is_linear=0
shrinkage=0.00492917


Tree=1433
num_leaves=31
num_cat=0
split_feature=1 52 1 44 10 131 124 2 457 15 42 2 160 1 51 13 1 4 131 11 44 4 3 48 48 2 160 133 0 49
split_gain=11.8666 2.58015 1.76 2.04364 1.42484 1.25655 1.13718 1.12355 1.75743 1.34285 1.09924 0.983639 0.856684 0.773602 0.825654 0.749202 0.744729 0.73912 0.730484 0.729417 0.856027 0.921736 1.91339 1.19007 1.35709 0.844736 0.842342 0.81933 1.1801 1.06187
threshold=0.10312500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 -0.074314999999999978 0.093840000000000021 -0.076779999999999987 0.11362000000000001 0.079590000000000008 -0.41396999999999995 -0.0060199999999999993 0.14122000000000004 -1.0000000180025095e-35 0.13756000000000004 0.10027500000000002 -0.053889999999999993 0.10956 0.51164000000000009 0.091440000000000007 0.095720000000000013 1.0000000180025095e-35 -0.082249999999999976 0.092670000000000016 0.092475000000000016 0.078735000000000013 0.10855000000000002 0.05259500000000001 0.099660000000000012 -0.046359999999999991 0.10347500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 18 3 7 -4 17 10 8 9 12 -1 19 -3 14 16 -11 -9 -6 -2 20 21 23 27 24 25 -8 -24 28 -23 -29
right_child=1 2 4 -5 5 -7 11 13 -10 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0016260429845317309 0.0018240013580662112 0.0013069010472037126 -0.00083505145794347769 0.0022562306969437459 0.00047457499535362934 -0.0005303125779247183 0.0017629908468841926 -0.00030911582297107594 0.00020218415824372027 0.0017717879670588051 0.00059863196365699889 0.00084780200776474071 0.00017662813609258459 -0.00019936443997965999 0.0013160449967964999 0.0011385614842126036 0.0006439763652079201 0.0015441439216885666 0.0008174502109956469 0.00069064296551671778 0.0024363325348757659 0.0016090856545691499 -0.00016302119060584476 0.00073554738504119286 0.0029594732002204836 0.00079068459197237405 0.0011850644504614624 0.0014220116767764655 0.00059000382928961958 0.00056812103689678792
leaf_weight=39 70 23 22 22 46 20 534 20 48 68 53 41 39 25 35 99 153 20 20 20 25 1266 20 25 20 20 20 247 25 36
leaf_count=39 70 23 22 22 46 20 534 20 48 68 53 41 39 25 35 99 153 20 20 20 25 1266 20 25 20 20 20 247 25 36
internal_value=0 0.000863941 0.000760387 0.000870135 0.000219777 0.000489617 0.00154054 0.000810343 0.00101029 0.00117968 0.00103416 0.00156081 0.000595923 0.000572633 0.000665421 0.0013964 0.000533792 0.000798687 0.00160032 0.00157375 0.00158164 0.00157199 0.00151424 0.00172759 0.0017708 0.00172789 0.000511022 0.00153973 0.00158935 0.00131339
internal_weight=0 730 640 532 108 86 2391 510 277 229 92 2299 62 233 208 167 173 66 90 2258 2238 2213 1614 599 574 554 40 1574 1291 283
internal_count=3121 730 640 532 108 86 2391 510 277 229 92 2299 62 233 208 167 173 66 90 2258 2238 2213 1614 599 574 554 40 1574 1291 283
is_linear=0
shrinkage=0.00464487


Tree=1434
num_leaves=31
num_cat=0
split_feature=1 3 52 10 51 132 4 15 45 124 148 51 47 47 16 157 15 149 52 4 15 40 12 1 1 16 15 14 0 1
split_gain=9.62396 2.03394 1.4071 1.03686 0.994627 0.90885 1.26935 2.19162 0.905655 0.899782 0.888753 0.882445 1.15058 0.948457 1.3895 1.70016 1.43234 1.37814 1.04409 0.94241 1.09451 0.871986 1.05228 1.48402 0.856169 1.03839 0.77579 0.790937 1.67462 2.17512
threshold=0.10337500000000001 0.31299000000000005 -0.52606999999999993 -0.086389999999999981 -0.41109999999999997 0.10365500000000001 0.010840000000000001 -0.41396999999999995 0.081955000000000014 -0.076779999999999987 -0.095079999999999984 0.086310000000000012 0.09717000000000002 0.080455000000000013 -0.42170999999999997 -0.074224999999999985 -0.42198999999999992 0.07770500000000001 -0.067494999999999986 0.40473500000000007 -0.11713499999999999 -0.063404999999999989 0.10061500000000002 0.12873500000000002 0.11551000000000002 -0.53943499999999989 0.13592500000000005 0.062655000000000016 -0.13455999999999999 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 6 -3 -8 9 -5 -6 13 -13 14 17 18 -17 24 -16 20 -15 -18 23 -23 25 -12 27 28 29 -11
right_child=1 5 4 8 10 -7 7 -9 -10 26 11 12 -14 19 15 16 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00034527096902673012 0.0015873136497762896 0.00060946303076998929 0.0015991639212326041 0.00095839043630658476 -0.00019499421368177186 0.00095423340628976189 0.00054255535224236897 -0.0015487809593640932 0.0023842088545474242 0.0017885987610356307 0.0005350259075644734 0.001672034608441929 0.00058644881689264505 0.0024249638971622235 0.00035998601100671693 -0.0010058538876191944 0.00082661277543141353 0.0021514401550867504 0.0018697092276233327 0.00029491410841370506 0.0010218131437122286 -0.0012341855345200067 0.0007588329014730675 0.00051675466618114618 0.00037329069428425425 0.0019565814549426185 0.00086387525282155585 0.0019413076343156445 0.0014845852769208188 0.00029954275734822463
leaf_weight=20 65 39 37 87 21 29 22 25 24 36 24 57 38 20 20 24 44 20 23 20 37 26 25 20 58 24 50 81 2042 63
leaf_count=20 65 39 37 87 21 29 22 25 24 36 24 57 38 20 20 24 44 20 23 20 37 26 25 20 58 24 50 81 2042 63
internal_value=0 0.000803388 0.000915712 0.001441 0.00083457 0.000214422 -3.50494e-05 -0.000569858 0.0014502 0.0014407 0.000778103 0.000820676 0.0012378 0.000717749 0.000597821 0.000327751 6.79681e-05 0.000987923 0.00116751 0.00119746 0.00151415 0.00029207 -3.91959e-05 -0.000472907 0.000768391 0.0012458 0.00145917 0.00147256 0.00145483 0.000841018
internal_weight=0 718 603 2403 538 115 86 47 2383 2359 501 480 95 385 308 182 139 126 43 77 57 115 71 46 106 48 2272 2222 2141 99
internal_count=3121 718 603 2403 538 115 86 47 2383 2359 501 480 95 385 308 182 139 126 43 77 57 115 71 46 106 48 2272 2222 2141 99
is_linear=0
shrinkage=0.00483252


Tree=1435
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 1 2 14 457 2 1 50 52 0 2 1 50 2 43 4 4 475 52 1 481 1 1 49
split_gain=369.401 43.5131 36.6532 22.9419 19.5188 14.4908 11.6252 10.2743 8.91103 8.80861 8.50651 9.71732 7.03147 4.98066 4.80651 4.49161 4.26673 4.09429 3.94534 3.89095 3.49423 3.4308 3.34813 2.99707 2.99098 2.98093 2.79869 2.64411 2.56149 2.42585
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.10803500000000001 0.076975000000000002 0.080930000000000016 0.14122000000000004 0.089625000000000024 0.089465000000000017 -0.52606999999999993 -0.11991499999999998 0.088850000000000012 0.12958500000000003 0.041865000000000006 -0.0091949999999999983 -0.078139999999999973 0.27287000000000006 -0.033174999999999989 -0.066784999999999983 0.40674500000000008 0.11353000000000001 -0.0066299999999999996 0.13075500000000004 0.12000500000000001 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 14 6 28 -4 17 12 11 21 16 15 -2 -14 24 -8 -7 -17 -10 23 -22 -5 -1 -24 -18 -6 -3 -9
right_child=1 5 7 10 27 18 8 29 20 -11 -12 -13 13 -15 -16 19 26 -19 -20 -21 22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0086167014465077969 0.0086228827155576566 0.0068382986443134546 0.0082243738959988169 0.0086002545223078306 0.0071917815311390064 0.0060193169241344428 0.0082215004378764171 0.0074373150368818889 0.0064051261231379544 0.0090522599095778384 0.0073451949402788723 0.0074326055230324621 0.0075288748731489391 0.0085210063519131699 0.0078533388564936656 0.0076442917848816017 0.0087445536020095416 0.0072159222543055216 0.0067353542748814933 0.008316099832893626 0.0076107361918305704 0.0076203638212612428 0.0072987703819936463 0.0082242860471327395 0.0080166485060721784 0.0067314550011593408 0.0083844321258778609 0.0065422601837203066 0.0062246519866142455 0.0068658695992347566
leaf_weight=932 28 24 34 66 50 85 22 40 29 75 34 41 28 139 84 26 63 20 26 157 21 21 35 325 22 76 491 24 66 37
leaf_count=932 28 24 34 66 50 85 22 40 29 75 34 41 28 139 84 26 63 20 26 157 21 21 35 325 22 76 491 24 66 37
internal_value=0 0.00697838 0.00839174 0.0084332 0.00762217 0.00668198 0.00686949 0.00748791 0.00708282 0.00851181 0.00812117 0.00817941 0.00848999 0.00828459 0.00804572 0.00812885 0.00853766 0.00774265 0.00618704 0.00822065 0.00691069 0.00825373 0.00702177 0.00828775 0.00860286 0.00691034 0.00842538 0.00698113 0.00638829 0.00716272
internal_weight=0 590 2531 2420 186 404 293 111 203 1933 487 453 1858 350 112 211 1508 42 111 183 161 412 132 391 954 111 554 74 90 77
internal_count=3121 590 2531 2420 186 404 293 111 203 1933 487 453 1858 350 112 211 1508 42 111 183 161 412 132 391 954 111 554 74 90 77
is_linear=0
shrinkage=0.00160853


Tree=1436
num_leaves=31
num_cat=0
split_feature=1 1 12 457 151 51 2 1 2 2 0 42 47 159 16 49 42 13 151 1210 480 4 42 10 4 2 10 14 0 4
split_gain=9.4665 2.43805 1.62107 1.55386 1.55495 1.36745 1.31771 1.11877 1.09861 1.09096 2.40817 0.939351 1.05058 0.995455 1.03181 1.19526 0.942287 0.92706 1.44924 0.895893 0.866241 1.33899 0.784 0.774081 1.18597 1.09022 1.35029 0.982387 0.740059 0.720293
threshold=0.11829500000000003 0.091195000000000012 -0.010834999999999999 0.045365000000000009 0.077805000000000013 -0.11063499999999998 0.11474000000000002 0.16773500000000005 0.10276500000000001 0.10644500000000001 0.034820000000000011 0.11457500000000002 0.09364500000000002 0.092820000000000014 0.033715000000000009 -0.046019999999999998 0.120215 -0.0093149999999999986 -0.059889999999999992 -0.42132499999999995 -0.080264999999999989 -0.023539999999999995 0.09112000000000002 1.0000000180025095e-35 0.51164000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 -0.46166999999999997 -0.082084999999999977 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 17 4 5 -4 11 23 -5 19 -11 12 13 14 15 -7 -13 22 -19 -1 21 -21 -3 25 -25 26 -2 -27 -17 -29
right_child=7 2 3 8 -6 6 -8 -9 -10 10 -12 16 -14 -15 -16 28 -18 18 -20 20 -22 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.0031060190235125359 0.0007053345027729518 0.0017411527555465556 0.0024987445256547578 0.0017218683394702593 0.0032296334222379351 0.0013686057122399352 0.00091963692586508202 -0.00021002916381025578 0.00036377747976727644 0.0017964168983181956 0.00016156168862578861 0.00025240490192309097 0.0012556978224857751 0.0010357951260518982 0.0017006094784336352 0.0032960281351550728 0.001852568551929367 0.0012163640849252679 -0.00062582569756657318 0.0036871654828957699 0.0019509778088686574 0.0018757617254114476 0.00073298479409501295 -0.00057301212406684894 0.00114691766174193 0.0019164088756423352 0.0021125357929328019 0.0015272852635437131 0.0023607618827841599 0.00062500895013045091
leaf_weight=20 30 62 60 30 21 24 62 23 39 222 29 22 64 26 90 37 20 31 20 21 1727 26 34 21 25 24 55 30 69 157
leaf_count=20 30 62 60 30 21 24 62 23 39 222 29 22 64 26 90 37 20 31 20 21 1727 26 34 21 25 24 55 30 69 157
internal_value=0 0.00184342 0.00157429 0.00170435 0.00180891 0.00174597 0.00163687 0.000929034 0.000954252 0.00193699 0.00160753 0.0017632 0.00186465 0.00202308 0.00213976 0.00244379 0.00101439 0.00107526 0.000493937 0.00198309 0.00197043 0.00268511 0.00138409 0.00100564 0.000361732 0.0011057 0.00161588 0.000900184 0.00268722 0.000769759
internal_weight=0 2756 711 564 495 474 414 365 69 2045 251 352 310 246 220 130 42 147 51 1794 1774 47 96 342 46 296 85 211 106 187
internal_count=3121 2756 711 564 495 474 414 365 69 2045 251 352 310 246 220 130 42 147 51 1794 1774 47 96 342 46 296 85 211 106 187
is_linear=0
shrinkage=0.00533549


Tree=1437
num_leaves=31
num_cat=0
split_feature=1 1 457 133 402 132 149 150 3 12 2 1 474 1 0 52 14 1 484 1446 156 403 51 13 1212 403 403 13 484 402
split_gain=7.67216 2.00838 1.48858 1.42279 1.55911 1.32819 1.26343 1.0251 1.39085 0.952431 0.944045 1.64441 1.50648 1.76312 1.68234 1.33425 1.12193 0.892926 0.839495 0.818791 0.908173 0.776955 0.768394 0.794916 0.759344 0.796412 2.0828 0.974336 0.93277 0.694485
threshold=0.11846000000000002 0.091195000000000012 0.29113500000000009 0.086990000000000012 -0.048204999999999991 0.081465000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.083654999999999993 -0.089199999999999988 0.085730000000000015 0.08864000000000001 0.084880000000000011 0.084885000000000002 -0.11242999999999999 0.11989500000000002 0.078235000000000013 0.16773500000000005 0.084435000000000024 0.11483500000000001 -0.031569999999999994 -0.072624999999999981 -0.20636999999999997 -0.08971999999999998 0.11387000000000001 0.24690500000000001 0.090990000000000015 0.0036400000000000004 -0.088654999999999998 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 21 6 7 22 -9 -6 12 19 14 -14 16 18 -1 -2 24 20 -12 -5 -3 -24 25 26 27 28 -16 -30
right_child=17 2 -4 4 9 -7 -8 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0034788882795593911 0.00082937602299277603 0.0023012483803482014 -1.8391500534194076e-05 0.0021934390956480079 0.0010594640713502514 0.00053007249621319643 0.0027236190180972035 -0.00015147304250430496 0.0013036629740789452 -5.3820755928971853e-05 0.0021045987318792461 0.00033332213066507635 -0.0001864929968278167 0.0016682396819881747 0.00088303482158720548 0.00058820961930822896 0.0020774567550140427 -0.00017463106950367632 0.0027436847107074032 0.00063960463117922683 0.0015463535458248184 0.00087797902102202112 0.00093293454816485591 0.0015928651205747385 0.0008424323141796151 0.001073133670192987 0.0030672227678851137 0.00083811301979334299 0.0018328389201935395 0.0027564942917474647
leaf_weight=23 335 32 20 24 33 36 20 20 79 43 75 27 20 33 24 23 35 23 22 23 1266 20 51 340 21 34 32 26 340 21
leaf_count=23 335 32 20 24 33 36 20 20 79 43 75 27 20 33 24 23 35 23 22 23 1266 20 51 340 21 34 32 26 340 21
internal_value=0 0.00153179 0.00130751 0.0013455 0.000857085 0.0014469 0.0015078 0.00146121 0.0010097 0.000429579 0.00161053 0.00153791 0.00176499 0.000968341 0.00183524 0.00175001 0.0026332 0.000764873 0.00180139 0.00156176 0.00157758 0.0015955 0.00156689 0.00150679 0.00175977 0.00180015 0.00185595 0.00176164 0.00182401 0.00188657
internal_weight=0 2763 718 698 120 578 542 522 99 76 2045 1391 654 53 601 543 58 358 520 1364 1341 44 423 391 498 477 443 411 385 361
internal_count=3121 2763 718 698 120 578 542 522 99 76 2045 1391 654 53 601 543 58 358 520 1364 1341 44 423 391 498 477 443 411 385 361
is_linear=0
shrinkage=0.00492917


Tree=1438
num_leaves=31
num_cat=0
split_feature=1 44 12 1375 132 14 4 16 475 16 0 3 131 1 12 1 402 160 4 402 9 15 393 4 0 160 3 48 15 1
split_gain=6.21445 1.75583 1.96685 1.5366 1.63257 1.74822 1.20956 1.18964 1.35341 1.02227 0.938891 1.2345 1.0535 1.34145 2.68106 1.15674 0.925975 1.45576 1.18767 1.01407 0.852778 0.832715 0.857545 0.801423 1.3587 1.6779 1.95139 1.01204 1.04372 0.818513
threshold=0.11846000000000002 1.0000000180025095e-35 0.078300000000000008 -0.27302499999999996 0.091615000000000016 0.081185000000000021 0.053180000000000012 0.15273500000000004 -0.079669999999999977 0.25084500000000004 -0.085669999999999982 -0.045649999999999989 0.077555000000000027 0.086105000000000015 0.090165000000000009 0.080585000000000004 0.08865000000000002 -0.54913999999999985 -0.51253999999999988 0.10842 0.099965000000000012 -0.079249999999999987 0.10585500000000002 0.50500500000000004 -0.08824499999999999 -0.067824999999999983 -0.0096849999999999974 0.088005000000000014 -0.064294999999999977 0.14173500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 10 8 -5 -9 12 16 13 -4 -15 -14 17 -12 -19 -18 23 -20 -23 27 -25 -26 -27 28 -2 -29
right_child=20 -3 6 4 -6 -7 -8 9 -10 -11 11 -13 15 14 -16 -17 19 18 21 -21 -22 22 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.00012325614668769471 0.0015427291485287976 0.0020850640573324892 0.0013610752888946862 -2.8643723739924734e-05 -4.1309808559365851e-05 0.0020600520595284192 0.00094356232218218165 0.002213225735898485 0.00092935728326623166 0.0011524428661910248 0.00011893529186912042 0.00017727326237771266 0.0024425665729119746 -0.00051657578200572484 0.0014329768346649512 0.001432445817523774 0.0020475980702062448 0.0020560987670098859 0.0015330215064694854 0.0012750801945493526 -5.572295917496449e-05 0.0010872453522934753 0.00172752804110565 0.00090215026189892518 0.00076454292312790962 0.00046325215448649954 -0.0012811634590629943 0.00069642909263742945 0.00072552767080907681 -0.00023354770555162181
leaf_weight=23 46 34 510 27 26 26 279 20 354 68 23 21 30 20 30 54 41 25 87 98 33 930 37 51 31 20 24 69 63 21
leaf_count=23 46 34 510 27 26 26 279 20 354 68 23 21 30 20 30 54 41 25 87 98 33 930 37 51 31 20 24 69 63 21
internal_value=0 0.00115356 0.00114195 0.000920041 0.000966098 0.00101901 0.0011972 0.0009613 0.000861467 0.00139353 0.00123433 0.00116894 0.00136248 0.00129787 0.000653156 0.0017932 0.00118572 0.00114571 0.00116759 0.00150295 0.00057601 0.00114652 0.00111174 0.000640155 0.000382759 2.95727e-05 -0.000488247 0.00080313 0.0010704 0.000479435
internal_weight=0 2763 2729 544 521 495 2185 469 381 88 1906 1262 644 560 50 84 1241 1102 1079 139 358 1054 967 325 126 75 44 199 109 90
internal_count=3121 2763 2729 544 521 495 2185 469 381 88 1906 1262 644 560 50 84 1241 1102 1079 139 358 1054 967 325 126 75 44 199 109 90
is_linear=0
shrinkage=0.00412451


Tree=1439
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 47 1 2 4 1 2 150 2 47 4 2 1 0 131 15 4 4 160 1 3 156
split_gain=371.163 59.5507 33.8803 29.8871 21.6525 17.3939 11.1917 9.22247 9.12739 8.95558 7.75675 6.99603 6.0137 5.78486 7.39535 4.28601 4.13166 3.51714 3.41398 3.74621 2.96577 3.30088 2.87517 3.77529 2.95244 2.65536 2.62986 2.50096 7.62332 2.38061
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.13082500000000002 0.09253500000000002 0.14285500000000004 0.42051500000000003 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.090100000000000013 -0.55119499999999988 0.092365000000000017 0.076935000000000017 -0.019414999999999998 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.0070899999999999991 -0.067824999999999983 0.080270000000000022 -0.10023499999999998 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 13 25 15 11 -5 12 -4 18 16 20 -15 -3 -1 27 21 -7 23 -13 -25 -6 -14 -20 -29 -21
right_child=1 2 9 10 7 8 -8 -9 -10 -11 -12 22 26 14 -16 -17 -18 -19 19 29 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0032611243709714196 0.0025504239067259188 0.0010953486313139719 0.0012397713670367566 0.0022975476815877316 0.0027713174837405803 0.0023969502324577108 0.0032081511044821432 0.001338918557913074 0.0016115495373963519 0.001444594688762848 0.0013992018156208596 0.00060966790120323253 0.001045670323013651 0.0018766209621420224 0.001601520685951915 0.0018238263413540574 0.002545471390860143 0.0016385328723698476 0.0027135966223586867 0.002422605680936659 0.0026569411640270475 0.0018603555945145502 0.00081793293732010115 0.00030559843210847685 -0.00043164506362412819 0.0021290380817059096 0.00044166588781614834 0.0016425604735342816 0.002624039331116042 0.002864824415673086
leaf_weight=21 74 190 52 34 21 287 76 32 39 34 63 29 22 23 23 30 274 32 983 222 92 29 20 24 26 50 67 20 200 32
leaf_count=21 74 190 52 34 21 287 76 32 39 34 63 29 22 23 23 30 274 32 983 222 92 29 20 24 26 50 67 20 200 32
internal_value=0 0.00126762 0.00110914 0.00253861 0.00144014 0.00257263 0.00263841 0.00201451 0.00231421 0.000716538 0.00171409 0.000613396 0.000830244 0.00261433 0.00242955 0.00237678 0.00249367 0.00117365 0.00265433 0.00264559 0.00241744 0.00234771 0.000304552 0.000174582 -7.77682e-05 0.00231901 0.00059097 0.0026809 0.00253481 0.00247832
internal_weight=0 673 599 2448 325 2351 1874 103 477 274 97 240 141 1798 320 438 297 222 1478 1457 408 316 99 79 50 71 89 1203 220 254
internal_count=3121 673 599 2448 325 2351 1874 103 477 274 97 240 141 1798 320 438 297 222 1478 1457 408 316 99 79 50 71 89 1203 220 254
is_linear=0
shrinkage=0.00151575


Tree=1440
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 43 1 14 457 2 2 4 0 15 12 49 4 4 0 3 1 4 4 2 16 150 4 475 4
split_gain=474.201 56.2604 52.4742 28.9262 28.8692 23.6927 17.8239 16.8212 15.8789 11.8953 13.9578 9.90838 8.93489 9.99969 7.69327 6.89766 6.63593 6.02326 5.96029 8.19273 5.09934 4.83089 4.53028 4.23764 4.14102 4.0141 4.22797 3.54372 3.35469 3.05176
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10060500000000001 0.31534000000000006 -0.025214999999999998 0.09253500000000002 0.076175000000000007 0.048635000000000005 0.14122000000000004 0.11177500000000001 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.42850999999999995 -0.012034999999999999 -0.019614999999999997 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.12656000000000003 -0.020529999999999996 0.27287000000000006 0.15950500000000004 -0.050529999999999999 0.076925000000000007 0.0049200000000000008 -0.069854999999999987 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 6 21 -4 12 10 23 -8 13 14 -1 -7 -2 -13 -15 -20 -21 -3 -16 28 -17 26 -14 -18 -6 -12
right_child=1 5 7 -5 9 15 11 -9 -10 -11 29 17 25 18 22 24 27 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036770632492932808 0.0021528355646579372 0.001540806146673804 0.0031864830515129215 0.001705527936097464 0.003546787593718099 0.0012634196487505596 0.0027027737895110662 0.0018547014940154729 0.0041496367338972606 0.0021260913460256865 0.0017760945242950442 0.0025641840288324175 0.003293945719012507 0.0042863775743189987 0.003166813476586078 0.00070316723749790739 0.0034450264744751427 0.0016093150516843309 0.0035305505174645022 0.0025957397892244893 0.0033047116024874906 0.00099611907523917205 0.0022352278254813306 0.002492738556703949 -0.00018262513231243662 0.0025144809317495945 0.0025134510180297208 0.0028247018259952 0.0031537193297046032 0.0026368320999389542
leaf_weight=23 20 80 34 74 65 35 39 77 79 34 20 20 126 23 21 35 49 92 1305 28 255 82 34 21 21 26 20 43 319 21
leaf_count=23 20 80 34 74 65 35 39 77 79 34 20 20 126 23 21 35 49 92 1305 28 255 82 34 21 21 26 20 43 319 21
internal_value=0 0.00175292 0.00332287 0.00247061 0.0033715 0.0014225 0.00162842 0.00226263 0.00345717 0.00302522 0.00309377 0.0020182 0.00342778 0.00346265 0.0029112 0.000714235 0.00297612 0.00177983 0.00348935 0.0034778 0.00323457 0.0012651 0.00259092 0.00318253 0.000370995 0.00308536 0.00318703 0.00315509 0.00322025 0.00221696
internal_weight=0 590 2531 186 2420 404 313 111 1940 480 446 151 1861 1689 78 91 112 112 1611 1588 283 162 55 405 56 172 146 92 384 41
internal_count=3121 590 2531 186 2420 404 313 111 1940 480 446 151 1861 1689 78 91 112 112 1611 1588 283 162 55 405 56 172 146 92 384 41
is_linear=0
shrinkage=0.00157699


Tree=1441
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 14 1 2 0 47 1 4 1 39 4 0 159 150 2 475 150 14 4 52 52 16 1
split_gain=355.895 60.5647 36.5635 27.5213 16.5335 13.6705 13.2293 13.0525 10.5201 9.19063 8.35023 6.03948 10.2627 9.05118 6.46351 5.33916 3.83211 3.71808 3.9499 3.67544 5.06225 4.20872 3.30326 3.13006 3.29183 3.12616 2.96242 5.52923 3.93249 3.90788
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.27287000000000006 0.27834500000000006 0.14285500000000004 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.16540500000000002 0.087690000000000004 -0.55119499999999988 -0.079119999999999982 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -0.082014999999999991 0.097210000000000005 -0.42214499999999994 -0.013514999999999998 0.039215000000000007 -0.12647999999999995 0.19444000000000003 0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 8 7 25 16 11 -5 22 12 13 -1 17 23 -3 -13 -19 20 21 -2 -6 24 -7 -4 27 -24 -28 -29
right_child=1 5 6 9 10 15 -8 -9 -10 -11 -12 14 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 26 -25 -26 -27 28 29 -30 -31
leaf_value=0.0025133665657133286 0.0020249248984501632 0.0019178622295994102 0.0026324891729609451 0.002376674747451226 0.0027444429871258951 0.0011703013657789955 0.0015477621847755638 0.00075609445030227454 0.0030876937801079638 0.0015205118950427348 0.0018076022906629544 0.0031822789656625076 0.003027190791565099 0.0017696227048592792 0.0022969182997993978 0.00013193334177931059 0.0012961044115969752 0.0026620720174968049 0.0025068971805723237 0.0011937916633820056 0.0013182617745736357 0.0014283128263705123 0.0024383038907215301 0.0013281892725664211 0.00066109073600778957 0.0022201021996671915 0.0025627144129781996 0.002153167940366559 0.0019509272711038751 0.0015082073921983768
leaf_weight=58 50 45 73 34 41 28 36 42 76 61 48 21 29 56 108 21 28 1141 381 70 81 35 118 20 105 57 142 74 21 21
leaf_count=58 50 45 73 34 41 28 36 42 76 61 48 21 29 56 108 21 28 1141 381 70 81 35 118 20 105 57 142 74 21 21
internal_value=0 0.00144991 0.00178114 0.00252314 0.00255146 0.000989163 0.00225564 0.00134218 0.00260683 0.00182693 0.00232879 0.00258646 0.00232631 0.00214802 0.00260899 0.000755847 0.00167938 0.00263084 0.00262323 0.00144738 0.00155432 0.00177926 0.00238879 0.000841482 0.000768293 0.00245167 0.00235 0.00224754 0.0024839 0.0020106
internal_weight=0 691 402 2430 2335 289 166 115 1870 95 465 1794 143 114 1651 174 73 1543 1522 236 166 85 417 153 133 130 376 213 163 95
internal_count=3121 691 402 2430 2335 289 166 115 1870 95 465 1794 143 114 1651 174 73 1543 1522 236 166 85 417 153 133 130 376 213 163 95
is_linear=0
shrinkage=0.00131955


Tree=1442
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 13 2 2 4 0 150 0 39 16 475 150 0 4 4 10 50 48 4 3 12 15
split_gain=330.79 53.0787 34.1933 27.2898 17.9218 17.6773 10.3453 9.62594 9.24483 8.74579 8.74506 8.66013 7.54312 9.89103 6.46687 7.34203 5.2729 4.1682 4.10508 4.5821 4.09463 3.59091 3.23305 3.1603 2.9548 2.95283 2.7114 3.25817 2.65558 2.63825
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.09253500000000002 -1.0000000180025095e-35 0.14122000000000004 0.11474000000000002 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 0.088550000000000004 -0.059624999999999991 -0.066784999999999983 1.0000000180025095e-35 -0.085669999999999982 -0.55119499999999988 -0.0070899999999999991 -0.3960249999999999 0.10861000000000003 0.093440000000000009 0.40945500000000007 0.30112000000000005 0.11734000000000001 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 12 9 -5 26 18 22 13 29 15 -14 -11 -17 -7 28 24 -22 -6 -9 -15 -23 27 -4 -20 -1
right_child=1 2 7 8 11 10 -8 23 -10 16 -12 -13 14 20 -16 17 -18 -19 19 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021764732163411524 0.0024015085332474984 0.0013170305447575126 0.0014042567062320448 0.0022631364381285983 0.0026208172063812373 0.0025564895686782814 0.0029437980000383587 0.00075117360077096818 0.0014260856157364181 0.0016032680433537014 0.0016261178253835634 0.0013244078649981479 0.0030372326425796418 0.0026339988398670156 0.0015701136462679848 0.0023595469284574994 0.00082368994116178117 0.001902710709131747 0.0022781353340550728 0.0016861721261026376 0.0029853488793636172 0.0024575252065364541 0.0020256017314137405 0.00012352229749520755 0.0023620729427632336 0.0020517880846592207 0.00071955155137307537 0.00072780668823323039 0.0019069320518647365 0.0016107578766938252
leaf_weight=37 74 222 26 34 21 63 76 25 63 53 41 26 20 469 23 97 20 51 310 27 21 949 56 29 78 31 99 22 36 22
leaf_count=37 74 222 26 34 21 63 76 25 63 53 41 26 20 469 23 97 20 51 310 27 21 949 56 29 78 31 99 22 36 22
internal_value=0 0.00136785 0.00124015 0.00239194 0.00152396 0.00241968 0.00247628 0.000903527 0.00171948 0.00102366 0.00219733 0.00196996 0.00245652 0.0024854 0.00221346 0.00230154 0.00138969 0.00220212 0.00225105 0.00219946 0.00250522 0.00245603 0.00218793 0.000414102 0.00259522 0.00244469 0.000841891 0.00109422 0.00223951 0.00196553
internal_weight=0 673 599 2448 325 2351 1874 274 97 220 477 103 1798 1607 191 168 73 148 436 373 1548 1001 77 54 547 980 147 48 346 59
internal_count=3121 673 599 2448 325 2351 1874 274 97 220 477 103 1798 1607 191 168 73 148 436 373 1548 1001 77 54 547 980 147 48 346 59
is_linear=0
shrinkage=0.00129368


Tree=1443
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 42 47 52 2 52 1 2 1 2 39 2 49 47 4 14 51 0 133 3 15
split_gain=405.164 67.2917 41.2257 32.3256 27.6118 20.6817 15.9344 14.6597 12.8076 11.762 9.77183 7.83337 4.77769 4.6812 4.43133 3.98103 3.9716 3.93016 5.71408 3.28152 4.0718 2.98916 2.8236 5.44262 3.12296 2.8811 3.09066 2.79057 3.66713 2.73831
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.40473500000000007 0.089885000000000007 -0.076394999999999977 0.13082500000000002 -0.56176499999999996 0.14122000000000004 0.13140000000000004 0.090540000000000023 0.25063000000000007 0.089770000000000016 0.097845000000000015 0.08456000000000001 -0.0091949999999999983 0.10084500000000002 0.078345000000000012 0.41555500000000006 -0.46413499999999996 -0.065634999999999985 -0.15350499999999997 0.032270000000000007 -0.11171999999999999 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 7 9 -6 15 -5 16 -11 14 22 -1 -4 21 -19 -12 -21 27 24 -24 -3 -26 -27 28 -14 -8
right_child=1 2 11 10 8 -7 29 -9 -10 12 19 -13 17 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0027778528446376393 0.0026474458516078528 0.0017115661440653882 0.00069873111563154683 0.0026619079121515121 0.0023409355014115557 0.0017424605608616828 0.0034941499486550159 0.0015110465322041246 0.001381829549273882 0.002985730922445853 0.0011111345177031852 0.0014699912976444505 0.0020789273653146574 0.00074254097667817321 0.0018786577743476458 0.0025790055313154648 0.00016942473923098832 0.0015947221784215506 0.002483216274727181 0.0012666498168563615 0.0020673794300049564 0.0023537716391965609 0.0019225103530899118 0.0009855522616015488 0.00070647290180982916 0.0015374226235656758 0.0010855256956526465 0.0026777923560602208 0.0025432254421607543 0.0029848686447286801
leaf_weight=1092 76 20 122 21 86 48 47 22 40 43 21 22 38 31 25 241 36 22 40 20 33 144 31 20 27 40 115 288 273 37
leaf_count=1092 76 20 122 21 86 48 47 22 40 43 21 22 38 31 25 241 36 22 40 20 33 144 31 20 27 40 115 288 273 37
internal_value=0 0.00140437 0.00125075 0.00261956 0.00148397 0.00265214 0.00267123 0.00264841 0.00203646 0.00265988 0.00181885 0.000687135 0.00253095 0.00125868 0.00131624 0.0027419 0.00057813 0.00250666 0.00216794 0.0015796 0.00176522 0.00253492 0.00126066 0.00155508 0.00118633 0.00112861 0.00120214 0.00257847 0.00248649 0.00326982
internal_weight=0 691 615 2430 435 2335 2287 2203 126 2181 95 180 848 309 278 1333 158 805 62 74 53 743 253 51 202 182 155 599 311 84
internal_count=3121 691 615 2430 435 2335 2287 2203 126 2181 95 180 848 309 278 1333 158 805 62 74 53 743 253 51 202 182 155 599 311 84
is_linear=0
shrinkage=0.00140032


Tree=1444
num_leaves=31
num_cat=0
split_feature=1 155 3 1456 48 12 2 0 0 14 4 156 0 0 1375 0 156 52 41 51 457 2 1444 4 132 2 12 40 43 400
split_gain=13.6603 3.32056 2.1202 1.3606 1.72685 1.36614 1.56614 1.35214 1.28488 1.12702 1.09772 1.27125 1.15982 1.5721 1.30876 1.21961 1.02638 1.72033 1.58632 1.01338 1.05208 1.00452 0.952472 0.970722 0.941678 1.31873 0.925884 1.33223 0.878556 1.4496
threshold=0.10124500000000002 0.084785000000000013 0.31299000000000005 -0.049894999999999995 0.15372000000000002 -1.0000000180025095e-35 0.12043500000000001 0.024095000000000002 0.18019500000000002 0.062655000000000016 0.033845000000000007 0.013700000000000002 -0.11173999999999999 -0.14832499999999996 -1.0000000180025095e-35 -0.09515499999999999 0.085790000000000019 -0.088614999999999985 0.079395000000000007 0.067785000000000012 0.080930000000000016 0.13913500000000004 -0.083894999999999983 -0.52556499999999995 0.10365500000000001 0.15950500000000004 -0.11019 -0.063404999999999989 0.062770000000000006 -0.064794999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 26 7 19 9 10 12 -12 13 14 -1 -14 17 -11 -19 20 -7 22 -17 -24 25 -4 -5 -28 -25 -30
right_child=1 -3 24 4 -6 6 -8 -9 -10 16 11 -13 15 -15 -16 21 -18 18 -20 -21 -22 -23 23 28 -26 -27 27 -29 29 -31
leaf_value=0.00077363943348827513 0.0022941211692479612 0.0021397609340095152 0.00059670149084256401 0.0019493628808061505 -0.00027351175454345511 0.0018224417391283971 0.00093503074813480562 0.0004536769158100983 0.00092621358891873523 0.0010681240857855737 0.0018135318603019024 0.0006923771306843391 0.002606520279552378 0.00030800335723965496 0.0023044569465733673 0.00097893558969267382 0.0035361172210380881 0.0035940148634594749 0.0017258214177482355 0.0026593684145244756 0.00058741299842016853 0.00090967622152435571 0.002897258920585163 0.0020777643179019311 0.0012681945916786592 -0.00080988690023632961 0.0010657949247288589 0.00011665394837078614 0.0028924642309331979 0.0015061514512856955
leaf_weight=20 29 89 63 20 20 136 102 20 28 21 294 28 98 22 48 21 21 27 20 31 20 20 34 1481 29 23 140 51 22 143
leaf_count=20 29 89 63 20 20 136 102 20 28 21 294 28 98 22 48 21 21 27 20 31 20 20 34 1481 29 23 140 51 22 143
internal_value=0 0.00122623 0.00110736 0.00123321 0.00117623 0.00123199 0.00144494 0.0016962 0.0019968 0.00200972 0.00198759 0.00171604 0.00203339 0.00147625 0.00185422 0.00206096 0.00256454 0.00226449 0.00279904 0.00182909 0.0016641 0.00202989 0.00204306 0.00205636 0.000484717 0.000220521 0.000920132 0.000812359 0.00203899 0.00169099
internal_weight=0 773 684 569 540 520 309 207 2348 2320 2231 322 1909 90 68 1819 89 68 47 187 156 1721 1701 1680 115 86 211 191 1646 165
internal_count=3121 773 684 569 540 520 309 207 2348 2320 2231 322 1909 90 68 1819 89 68 47 187 156 1721 1701 1680 115 86 211 191 1646 165
is_linear=0
shrinkage=0.00502775


Tree=1445
num_leaves=31
num_cat=0
split_feature=1 155 3 1456 48 43 2 123 12 43 13 2 12 14 45 0 4 49 49 160 49 51 13 15 4 1 4 160 0 39
split_gain=11.0648 2.7071 1.73382 1.09529 1.40542 1.20971 1.43738 1.07964 1.06455 1.06439 1.3815 1.01763 0.941452 1.18755 1.11615 1.21778 2.30021 2.01606 1.50169 1.01542 1.94395 0.927887 1.02726 1.56434 1.22827 1.62324 0.88812 1.35236 0.972048 0.939686
threshold=0.10124500000000002 0.089885000000000007 0.31299000000000005 -0.049894999999999995 0.15372000000000002 -0.012164999999999999 0.14445500000000003 0.091600000000000001 1.0000000180025095e-35 -0.11720999999999999 -0.0079349999999999993 0.15109000000000003 0.11734000000000001 0.062655000000000016 0.081955000000000014 -0.10836499999999999 -0.018869999999999994 -0.023059999999999997 -0.069799999999999987 -1.0000000180025095e-35 0.091325000000000003 0.067785000000000012 0.097995000000000013 -0.46471999999999997 0.41379000000000005 0.10797500000000002 0.0052350000000000009 -0.092739999999999975 -0.097734999999999989 0.085425000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 8 21 11 9 -5 -11 12 13 14 15 16 -1 18 -18 -19 -21 22 23 -7 25 -25 28 -28 -17 -30
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16 26 17 19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00020858552384053772 0.0020647090530981939 0.0019557386619911037 0.00043624517774328638 0.0017260077302004581 -0.00024616058330332517 0.0028170482653540685 0.00019272153174017815 0.00068856239258091167 0.0013236460562399805 0.00080498525184989123 -0.00024193120471742796 0.00070583503797234568 0.0012211498500205836 0.0024178460531779342 0.0029654108324117059 0.0027573204913731589 0.0014631822193233235 0.0012427172490734714 -0.00014879528601328002 0.0033554705791548106 0.0015278626534264486 0.0022638135877830375 0.00029457829518468451 0.00087546405710773928 0.00058560906109715258 0.0022283802826064784 0.0024374712268484342 0.0013764300923745038 0.0018736617187269412 0.00091045027590367625
leaf_weight=20 29 84 115 22 20 20 23 22 99 132 42 21 65 85 21 31 48 23 21 31 28 35 20 40 41 51 36 194 1676 26
leaf_count=20 29 84 115 22 20 20 23 22 99 132 42 21 65 85 21 31 48 23 21 31 28 35 20 40 41 51 36 194 1676 26
internal_value=0 0.00110361 0.000999719 0.00111261 0.00106195 0.00111178 0.00138511 0.00179712 0.000898678 0.000684026 0.000552281 0.0018076 0.00181764 0.00183495 0.00181196 0.00180061 0.00139368 0.0016059 0.00097258 0.00213881 0.00248813 0.00151759 0.00136575 0.00150669 0.00130815 0.00163369 0.00183606 0.00154251 0.00187502 0.00185895
internal_weight=0 773 689 574 545 525 230 2348 295 196 174 2326 2305 2240 2155 2134 171 151 69 82 59 207 172 152 132 91 1963 230 1733 1702
internal_count=3121 773 689 574 545 525 230 2348 295 196 174 2326 2305 2240 2155 2134 171 151 69 82 59 207 172 152 132 91 1963 230 1733 1702
is_linear=0
shrinkage=0.00502775


Tree=1446
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 11 2 1 1 2 0 52 457 1 1 50 15 13 0 1 40 0 52 15 151 157
split_gain=296.85 34.5505 31.4116 20.4127 18.8039 15.4182 13.0171 11.4192 9.39189 8.74996 8.39004 8.10205 4.91779 4.57448 4.79599 4.03338 3.99349 5.97168 4.35753 3.84556 3.276 3.2321 3.02867 2.99678 2.91644 2.6861 2.62047 2.5053 2.86976 2.39682
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14753000000000002 -1.0000000180025095e-35 0.092365000000000017 1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.086920000000000011 0.087675000000000017 -0.066089999999999996 -0.52606999999999993 0.080930000000000016 0.084525000000000003 0.075045000000000014 0.041865000000000006 0.040760000000000005 -1.0000000180025095e-35 -0.23194499999999998 0.12958500000000003 -0.063404999999999989 -0.030209999999999997 0.088785000000000017 -0.41942499999999994 -1.0000000180025095e-35 -0.0041249999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 15 8 7 -3 9 12 23 -4 22 14 -14 -2 18 -18 25 27 29 24 -1 -9 -12 -10 -11 -8 -29 -20
right_child=1 6 11 -5 -6 -7 19 10 16 26 21 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0029601743572259778 0.0025029342117182376 0.00074558055372219085 0.0021399226643340329 0.0014268881318683835 0.0011861922736448288 0.0015237213306740214 0.00074691168279858444 0.0021989297446625405 0.0022277186947045574 0.0030439196640661358 0.0013659947414380812 0.0013510614827636318 0.002341474854675596 0.0017353073513947308 0.0016809949874287073 0.0019130709093395999 0.0023491025732393801 0.0013214602002016055 0.0025850498835619387 0.0010662022800502363 0.0028740018398917644 0.0014094815072497758 0.0024315313312640668 0.0014790621470020589 0.00088172899247941747 0.0018845426835371185 0.0024773539669576106 0.00059290228011104674 -8.0091498337059351e-05 0.0022014288007584136
leaf_weight=20 28 90 34 45 74 41 29 22 505 50 33 77 386 27 21 84 20 21 51 23 28 70 1069 20 71 45 21 22 24 70
leaf_count=20 28 90 34 45 74 41 29 22 505 50 33 77 386 27 21 84 20 21 51 23 28 70 1069 20 71 45 21 22 24 70
internal_value=0 0.00123266 0.00229281 0.00232493 0.00171268 0.00234194 0.00101166 0.00114838 0.00235631 0.00241449 0.00131621 0.00159269 0.00239296 0.00227181 0.0023074 0.00206054 0.00223101 0.00182275 0.00225495 0.000584742 0.00245912 0.00118589 0.00244124 0.00185614 0.00103539 0.00219964 0.00287634 0.000437095 0.000241775 0.00236312
internal_weight=0 590 2531 2420 186 2375 404 306 2334 1594 216 111 1523 434 407 112 740 41 699 98 149 174 1089 42 104 550 71 75 46 121
internal_count=3121 590 2531 2420 186 2375 404 306 2334 1594 216 111 1523 434 407 112 740 41 699 98 149 174 1089 42 104 550 71 75 46 121
is_linear=0
shrinkage=0.00134594


Tree=1447
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 47 1 2 1 1429 51 1 2 52 157 2 0 156 39 47 4 14 0 1 16 475
split_gain=298.231 50.3127 31.5682 25.0423 20.3214 15.8325 11.1117 10.605 9.76899 8.15268 8.01235 7.32111 4.14474 6.5776 4.38043 3.98794 3.64467 3.72312 2.89957 2.66671 2.47277 2.4691 2.4094 2.35003 4.91487 3.04952 2.87143 2.61366 2.30817 2.25289
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.27834500000000006 0.13082500000000002 0.077845000000000011 0.092365000000000017 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.16540500000000002 0.14122000000000004 0.13140000000000004 -0.41266499999999995 0.089605000000000018 -0.036484999999999997 0.090500000000000011 0.093755000000000019 0.078345000000000012 0.41555500000000006 -0.46413499999999996 -0.15350499999999997 0.12040000000000002 0.11346000000000002 -0.08230999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 -6 11 15 -5 12 14 19 21 20 17 23 -13 -14 -4 -1 -22 25 -25 -3 -27 -28 -7 -20
right_child=1 2 9 10 7 28 -8 -9 -10 -11 -12 18 13 -15 -16 -17 -18 -19 29 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0024867659929266915 0.0023528835115989625 0.0016500658273502389 0.00061272088174192077 0.0022511307989564241 0.0021148665331900251 0.0013332801730027469 0.0028362447427147837 0.0012924569627252482 0.0014723470638021235 0.0015026734730742201 0.0014106036053282464 0.0026648884082444528 0.0023630319328164801 0.0016054856646591574 0.0019688414063278401 0.00012406325192280274 0.00079586799263045571 0.0017586713591547069 0.0024895908314085382 0.0018825683989041188 0.0013282355697336447 0.0021518716727740115 0.00068828227089043966 0.0018070069151887959 0.00096798859650288715 0.0014052294511113579 0.001122019090502694 0.00070898220994255177 0.001914022231717579 0.0022005523901450844
leaf_weight=920 76 20 95 28 86 26 84 40 22 22 67 27 477 22 31 22 31 25 51 21 20 40 21 31 20 43 103 36 22 592
leaf_count=920 76 20 95 28 86 26 84 40 22 22 67 27 477 22 31 22 31 25 51 21 20 40 21 31 20 43 103 36 22 592
internal_value=0 0.00134001 0.00121484 0.00232245 0.00140715 0.00234947 0.00236521 0.00185378 0.00234725 0.000750085 0.00165834 0.00235608 0.00240699 0.00231158 0.00245705 0.000645294 0.00122503 0.00127288 0.00224127 0.00234277 0.000729611 0.00247281 0.00100045 0.00122488 0.00147798 0.00116098 0.00110723 0.00101505 0.00159945 0.00222348
internal_weight=0 691 615 2430 435 2335 2287 126 2203 180 95 2181 1511 520 991 158 309 278 670 498 136 960 41 253 51 202 182 139 48 643
internal_count=3121 691 615 2430 435 2335 2287 126 2203 180 95 2181 1511 520 991 158 309 278 670 498 136 960 41 253 51 202 182 139 48 643
is_linear=0
shrinkage=0.00131955


Tree=1448
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 2 11 12 41 401 3 13 4 12 12 42 50 50 2 1 133 0 0 2 48 43 3 1 13
split_gain=12.1134 2.56201 1.67081 1.86162 1.40317 1.32033 1.13353 1.22817 1.56953 2.83152 1.11027 1.21532 1.48056 1.03083 0.980643 1.6481 1.0031 0.91013 1.39629 1.49653 1.40024 2.06452 2.75627 1.25261 1.38838 1.77089 0.9552 0.928458 0.909411 0.83237
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.40124500000000002 0.098630000000000009 0.077415000000000012 0.08598500000000002 0.07677500000000001 0.080710000000000018 -0.0069549999999999994 -0.079299999999999995 -0.013514999999999998 0.11586 0.10711000000000002 -0.019989999999999997 0.10917 0.089465000000000017 0.08839000000000001 0.080270000000000022 0.061605000000000007 -0.072594999999999979 -0.088544999999999985 0.087675000000000017 0.085485000000000019 -0.08231999999999999 -0.082594999999999988 0.07635500000000002 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 3 -3 -4 6 7 17 -9 -10 11 12 -8 -2 15 16 -15 18 20 -20 28 23 -23 24 -22 -26 -25 -28 -1 -13
right_child=1 2 4 -5 -6 -7 10 8 9 -11 -12 29 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0015310425615495001 0.0015476478720546053 0.00076143863628886656 -0.00066095546331364295 0.0020041632819715587 0.000493529960004669 0.0004951322729299161 0.0020008476605897496 0.0026941259869052909 0.0026466875367924074 0.00064543085043991901 0.00060707974241545589 0.00035758284217080782 0.0013317533708538695 0.00031979322768297677 0.0018274006597026231 3.2094046480536239e-05 0.0013088198775766209 0.0012027826588581318 0.0017088812982726579 0.00280259357094979 0.0013771918378045461 0.0013907454676626877 -0.00049325079738489551 0.0011244285285818606 -0.0003764829980118467 0.0012718103068298325 0.0012394408298059669 0.0019458056455778758 0.0023451761326974672 0.0012053852005689757
leaf_weight=1086 89 359 21 20 78 22 63 31 20 25 34 28 297 20 20 28 83 155 185 22 74 26 23 54 20 21 41 102 22 52
leaf_count=1086 89 359 21 20 78 22 63 31 20 25 34 28 297 20 20 28 83 155 185 22 74 26 23 54 20 21 41 102 22 52
internal_value=0 0.000875028 0.000707228 0.000827018 0.000248639 0.00146186 0.00147079 0.00151392 0.00200773 0.00153488 0.00129729 0.00135063 0.00144884 0.00120923 0.00100977 0.000884935 0.00111678 0.00149342 0.0015203 0.00182512 0.00147734 0.00126292 0.000506421 0.00138173 0.00105296 0.000467765 0.00157365 0.00174328 0.00154721 0.000908654
internal_weight=0 718 478 379 99 2403 2381 1907 76 45 474 440 360 240 151 131 103 1831 1676 207 1469 361 49 312 115 41 197 143 1108 80
internal_count=3121 718 478 379 99 2403 2381 1907 76 45 474 440 360 240 151 131 103 1831 1676 207 1469 361 49 312 115 41 197 143 1108 80
is_linear=0
shrinkage=0.00396435


Tree=1449
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 47 42 2 1 1 3 51 151 151 12 52 3 47 4 157 4 2 16 156 39 2 4
split_gain=319.691 54.5461 34.8035 23.7855 17.5522 16.6569 10.8127 9.18979 9.17547 7.73635 6.799 5.43939 5.06321 8.04409 3.95941 3.69743 3.54528 3.14765 3.14303 3.09567 2.94455 2.85343 2.77648 2.51889 3.78275 2.52352 2.44737 2.43637 3.93523 2.34816
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.14122000000000004 0.088105000000000003 0.062655000000000016 0.092365000000000017 0.13082500000000002 -0.076394999999999977 0.11474000000000002 0.15471500000000002 0.080270000000000022 -0.12018999999999998 0.11144500000000002 -0.088784999999999989 -0.086769999999999986 0.11472500000000001 0.056145000000000007 0.42240500000000009 0.080455000000000013 0.23246000000000003 -0.41266499999999995 -0.081224999999999978 0.085730000000000015 -0.090344999999999995 0.090500000000000011 0.084780000000000008 -0.0050599999999999994 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 15 7 12 11 -5 21 17 14 -14 26 -3 -9 18 -4 -13 -17 -7 -18 -15 -25 -26 -1 -11 -29 -24
right_child=1 2 8 9 -6 10 -8 16 -10 27 -12 19 13 23 -16 20 22 -19 -20 -21 -22 -23 29 24 25 -27 -28 28 -30 -31
leaf_value=0.0027058020289012098 0.0025583195509326188 0.0017136331301467874 0.00061976315599525638 0.0025837995539509202 0.0015625436799149943 0.0024526694386748263 0.0030968839266770662 0.0019130999561856542 0.001501463362722997 0.0011444311143740682 0.0013436074795505942 0.00057595348420653959 0.0016982645482159363 0.002749656389759254 0.0021394633994954795 0.0011354873990110821 0.0028982088942021613 0.0013531669461176621 0.0010993606191553318 -0.0002314871598440497 0.0017032805672742408 0.0018635435377079509 0.0024755207994027208 0.0025300333605457075 0.0016777289295845437 0.0024208103743369267 0.002322810390702684 0.0012522250628461374 0.0021088830408611046 0.0022857938114340458
leaf_weight=920 76 40 134 21 41 51 84 33 37 24 26 24 28 99 31 167 27 21 41 20 24 30 386 359 21 21 40 22 28 245
leaf_count=920 76 40 134 21 41 51 84 33 37 24 26 24 28 99 31 167 27 21 41 20 24 30 386 359 21 21 40 22 28 245
internal_value=0 0.00134688 0.00119717 0.0025153 0.00254555 0.0015236 0.00256311 0.00254283 0.000798866 0.00177183 0.002018 0.000690549 0.00260875 0.00248886 0.00267263 0.00129459 0.00239791 0.000798666 0.000732126 0.000208935 0.00120683 0.00223447 0.00242222 0.00253313 0.00247968 0.00204927 0.00268984 0.00154141 0.00173195 0.00240186
internal_weight=0 691 615 2430 2335 338 2294 2210 277 95 107 240 1519 528 991 231 691 196 175 44 191 81 658 500 401 42 960 74 50 631
internal_count=3121 691 615 2430 2335 338 2294 2210 277 95 107 240 1519 528 991 231 691 196 175 44 191 81 658 500 401 42 960 74 50 631
is_linear=0
shrinkage=0.00151575


Tree=1450
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 4 1 3 47 14 47 0 0 52 1 124 50 49 4 3 0 12 0 15 43 2
split_gain=480.783 59.006 49.2486 29.9142 29.421 23.0602 17.2377 14.472 14.3864 11.5604 11.1935 9.97568 8.82416 7.83496 7.79841 6.91288 6.52197 6.14717 7.1696 7.81596 6.08546 6.04356 5.39997 7.57451 5.23978 6.53694 4.68895 5.49472 3.60643 3.59376
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.17966999999999997 0.40945500000000007 0.033845000000000007 0.12656000000000003 -0.11171999999999999 0.10670500000000001 0.076175000000000007 0.077555000000000013 -0.062294999999999996 -0.15350499999999997 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.041865000000000006 -0.012034999999999999 -0.046564999999999988 0.092670000000000016 -0.097024999999999986 0.13597000000000004 -0.11242999999999999 -0.095244999999999982 -0.081289999999999987 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 21 8 13 -5 12 24 -10 -1 16 26 22 -14 -3 18 19 -9 29 -2 -13 -24 -8 -26 27 -4 -20 -7
right_child=1 5 6 7 -6 20 9 17 10 -11 -12 14 15 -15 -16 -17 -18 -19 28 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001941398417888783 0.0018577730813155446 0.0021454934414555514 0.00323633564352626 0.0030414898285907243 0.0013717609800764242 0.00044200363793303333 0.0035485825854344034 0.0015150253340663453 0.0014285405647502789 0.0025374145767420755 0.00055394695763888262 0.0032157761899148547 0.0026515985078589184 0.0038077430253238855 0.0036592225547518362 0.0014614973701176121 0.001192494147082029 0.0025762523743579446 0.0017596486900493915 0.0025977273217799605 0.0011189023005224461 0.0027954952098309155 0.0028271570221248448 0.0018213862103326236 0.0029792197122110132 0.0021753084394857685 0.003176615689462957 0.0021166433609649416 0.0010691845856737234 -0.00028350429709641731
leaf_weight=26 20 21 20 28 74 51 37 30 61 171 82 58 28 46 32 20 94 23 33 34 23 92 96 22 735 25 1053 22 40 24
leaf_count=26 20 21 20 28 74 51 37 30 61 171 82 58 28 46 32 20 94 23 33 34 23 92 96 22 735 25 1053 22 40 24
internal_value=0 0.00140765 0.00295746 0.00247533 0.00212823 0.0010759 0.00305393 0.00201609 0.00128493 0.00290217 0.000927025 0.00284429 0.00159892 0.00318267 0.00295715 0.00215572 0.00136652 0.00183664 0.00171248 0.00209021 0.000423192 0.00262804 0.0028295 0.00263964 0.00298044 0.00295278 0.00315641 0.00264983 0.00138131 0.000209841
internal_weight=0 590 2531 422 186 404 2109 188 306 968 143 234 163 1141 208 48 115 160 137 64 98 112 176 118 797 760 1095 42 73 75
internal_count=3121 590 2531 422 186 404 2109 188 306 968 143 234 163 1141 208 48 115 160 137 64 98 112 176 118 797 760 1095 42 73 75
is_linear=0
shrinkage=0.00154607


Tree=1451
num_leaves=31
num_cat=0
split_feature=1 52 1 1 4 52 15 2 4 13 14 43 3 2 1 41 15 4 3 150 3 13 1 13 133 42 39 147 51 13
split_gain=13.7431 2.48294 2.14593 1.90959 2.02463 1.46668 1.56722 1.34196 2.26409 1.27873 1.2495 1.25232 1.15559 1.57953 1.2686 1.15615 1.10541 1.06038 1.25015 1.02904 1.21539 1.01708 1.14978 0.898537 1.0652 0.891491 0.884488 0.850125 0.892122 1.06635
threshold=0.10920500000000001 -0.23798499999999997 0.15471500000000002 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 0.093115000000000017 0.11362000000000001 -0.064804999999999988 -0.11122999999999998 0.062655000000000016 -0.52440999999999993 -0.03694999999999999 0.11411 0.11551000000000002 0.08690500000000001 -0.077219999999999983 -0.51843499999999987 -0.10023499999999998 0.116995 0.084940000000000015 -0.28558999999999996 0.13534000000000004 -0.059629999999999996 0.087035000000000015 0.090545000000000014 0.096625000000000016 0.089365000000000014 0.11548000000000001 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 12 7 -5 6 -6 10 -9 -4 11 -1 13 14 -3 -15 -10 18 -13 20 23 -22 -23 26 -25 -2 -14 28 -19 -30
right_child=1 2 9 4 5 -7 -8 8 16 -11 -12 17 19 15 -16 -17 -18 27 -20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00077922281227856059 0.0025839374671169269 0.0028856381424475276 0.00070437933609935894 0.0022813676053983611 0.00094327693339286349 0.0020353842817925506 0.0021657110487185594 -3.256191272900286e-05 0.0025939286439274028 -0.00098778449194396995 0.0026382514661219868 0.0037432818098899262 0.0013982170799152771 0.00039994033819454994 0.0014644949231422736 0.0018426368610727356 0.0015237655904459847 0.0020284850334568302 0.0019517560280607029 -0.00017248675682245636 0.0008896340723356836 0.0012693768125298648 0.0027633306666928125 0.00067151006948460259 -0.00076616905262598205 0.0013514782142743762 0.00021914296074048342 0.0011761641720767137 0.0019102110091296048 0.00058923213120784794
leaf_weight=22 33 24 24 82 168 64 33 21 33 23 83 20 44 48 53 21 110 1807 21 24 86 42 20 33 23 29 27 33 45 25
leaf_count=22 33 24 24 82 168 64 33 21 33 23 83 20 44 48 53 21 110 1807 21 24 86 42 20 33 23 29 27 33 45 25
internal_value=0 0.00104033 0.000918451 0.00193095 0.00157716 0.00135926 0.00114398 0.00198625 0.00153982 -0.000123701 0.00202186 0.00199593 0.00102852 0.00140251 0.00190745 0.000839022 0.00177073 0.00200965 0.00282567 0.000845905 0.000934783 0.0012506 0.0017513 0.000566743 8.10347e-05 0.00200746 0.000949837 0.00199213 0.00200648 0.00143843
internal_weight=0 554 492 2567 347 265 201 2220 164 47 2056 1973 445 146 77 69 143 1951 41 299 275 148 62 127 56 62 71 1910 1877 70
internal_count=3121 554 492 2567 347 265 201 2220 164 47 2056 1973 445 146 77 69 143 1951 41 299 275 148 62 127 56 62 71 1910 1877 70
is_linear=0
shrinkage=0.00512831


Tree=1452
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 4 2 2 0 2 12 4 11 47 47 52 13 16 1 4 3 49 50 3 3 0 1 2
split_gain=558.011 65.6775 55.1373 38.077 35.5623 23.0389 22.2836 17.2887 17.182 14.5697 14.4962 9.17971 9.17382 8.49562 7.73994 6.80916 6.4593 6.44275 5.97003 5.60215 5.41748 5.28406 5.793 5.1922 4.95653 4.6795 5.01018 4.4619 4.23798 4.16185
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.04735000000000001 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 -0.079119999999999982 0.11389000000000002 0.13597000000000004 0.27834500000000006 1.0000000180025095e-35 0.091680000000000011 0.077555000000000013 -0.52606999999999993 -1.0000000180025095e-35 -0.44310499999999992 0.12958500000000003 -0.059649999999999988 0.090900000000000009 -0.063424999999999981 0.086295000000000011 -0.14847999999999997 -0.11171999999999999 -0.050684999999999994 0.10089500000000001 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 17 8 10 -5 -3 20 14 16 25 19 -4 23 21 -2 -11 -8 -10 -1 -23 28 29 -12 -27 -19 -9 -7
right_child=1 5 6 7 -6 24 13 15 9 18 12 -13 -14 -15 -16 -17 -18 27 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.003240479323231721 0.0033063132764272868 0.00066926490473615376 0.0032501606570321273 0.0030508119712077493 0.0012828547771874762 0.00044333035451247095 0.003157853050114603 0.0023744992311001715 0.0028212153178003439 0.0010179402618763365 0.0033687542687514871 0.0019795041435085249 0.0020510943461796481 0.0017539228439532443 0.003782847205443311 0.0024364903975395247 0.00365725885648145 0.0026556834424770566 0.0016219274389851768 0.0026277384406940088 0.0017094201725978641 0.0028939991918519033 0.0020450490077084278 0.0013469450762946798 0.0010435058232122851 0.0024061341114612316 0.0030128394206761773 0.0018327830403586933 0.0015216864277500677 -0.00031161691175899872
leaf_weight=71 28 90 1184 31 74 64 67 30 22 94 82 22 24 21 69 31 33 63 67 165 20 83 25 70 23 35 462 21 26 24
leaf_count=71 28 90 1184 31 74 64 67 30 22 94 82 22 24 21 69 31 33 63 67 165 20 83 25 70 23 35 462 21 26 24
internal_value=0 0.00135431 0.00302396 0.00251382 0.00211454 0.00100431 0.00312603 0.0019957 0.00123155 0.00148084 0.00318471 0.00293009 0.00298775 0.00269559 0.00327949 0.00178736 0.00302873 0.00266405 0.00126929 0.00278083 0.00229179 0.00291286 0.00269748 0.00162766 0.000404459 0.00302657 0.00297011 0.00244996 0.00197855 0.000237436
internal_weight=0 590 2531 422 186 404 2109 188 293 203 1856 234 603 253 1253 157 212 112 161 232 42 179 108 126 111 579 497 84 56 88
internal_count=3121 590 2531 422 186 404 2109 188 293 203 1856 234 603 253 1253 157 212 112 161 232 42 179 108 126 111 579 497 84 56 88
is_linear=0
shrinkage=0.00154607


Tree=1453
num_leaves=31
num_cat=0
split_feature=1 52 1 1 484 16 42 160 2 2 4 2 1 16 3 2 4 1210 15 1 0 133 133 11 0 3 52 1456 158 42
split_gain=13.5792 2.28516 1.92635 1.87374 1.53214 1.33941 1.42487 1.37433 1.2761 1.53204 1.25615 1.25218 1.62805 1.13361 1.09259 1.44634 1.17037 1.06935 1.04927 1.00085 1.33561 1.48475 1.84914 1.02847 0.94488 1.75566 1.47929 1.14036 1.03165 0.950905
threshold=0.10920500000000001 -0.23798499999999997 0.15471500000000002 0.091195000000000012 -0.020124999999999994 0.5136400000000001 -0.064119999999999996 -0.087429999999999994 0.10402500000000002 0.10699500000000002 -0.050494999999999991 0.089005000000000015 0.08864000000000001 -0.11118499999999999 -0.03694999999999999 0.11411 -0.008819999999999998 -0.15347999999999998 -0.41942499999999994 0.085345000000000018 0.041630000000000007 -1.0000000180025095e-35 0.048950000000000007 1.0000000180025095e-35 -0.085669999999999982 0.084940000000000015 0.11277500000000001 0.080615000000000006 0.11136500000000001 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 11 -5 6 -6 10 -9 -10 -8 17 19 -4 15 16 -3 -1 -17 20 23 -22 -23 -13 25 28 27 29 -19 -26
right_child=1 2 13 4 5 -7 7 8 9 -11 -12 12 -14 -15 -16 18 -18 24 -20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0038540274095704005 0.0023435024540248341 0.003530489158610746 0.00077709514429044461 0.0030736668290437716 0.002680228619192199 0.002634062935452841 0.0011408014353943596 0.0016517720532111925 -0.0005961686142459551 0.0012818456214745222 0.0030517771122063183 0.0022605743967199217 0.00063591621012874669 -0.0011686058358299316 0.00098063835558902766 0.0019445651355230703 0.0017728462963174122 0.0026878665857342616 0.00036499704913164937 0.0035403951650533382 0.0028847372862251699 -3.9287431966923763e-05 0.0021666733142247001 0.0036959040782489389 0.0025403123625473241 0.0011664195285159152 0.00084210651803442288 0.0037012772188848831 0.0040406921381766908 0.0019580610500828338
leaf_weight=23 62 20 25 44 52 73 20 210 24 58 41 795 25 22 299 27 57 522 42 23 21 33 27 20 269 29 26 24 23 185
leaf_count=23 62 20 25 44 52 73 20 210 24 58 41 795 25 22 299 27 57 522 42 23 21 33 27 20 269 29 26 24 23 185
internal_value=0 0.00121249 0.00106997 0.00229167 0.00195738 0.00185462 0.00171413 0.00157181 0.00139353 0.000732183 0.00242523 0.002377 0.00220994 -0.000133659 0.00119709 0.00164038 0.00222938 0.00252024 0.000983089 0.00225276 0.00221971 0.00145411 0.000953395 0.0022958 0.00249178 0.00266521 0.00229427 0.00237326 0.00274496 0.00230305
internal_weight=0 554 492 2567 522 478 405 353 292 82 61 2045 944 47 445 146 77 1101 69 919 896 81 60 815 1078 574 504 478 545 454
internal_count=3121 554 492 2567 522 478 405 353 292 82 61 2045 944 47 445 146 77 1101 69 919 896 81 60 815 1078 574 504 478 545 454
is_linear=0
shrinkage=0.00625138


Tree=1454
num_leaves=31
num_cat=0
split_feature=1 1 16 457 132 0 401 4 3 3 3 12 4 2 151 0 4 16 12 10 4 159 34 2 50 50 160 1456 16 128
split_gain=11.0277 2.80013 1.81988 1.40063 1.42927 1.33444 1.57954 1.76563 1.2205 2.25433 1.21775 1.38117 1.2054 1.15614 1.09836 1.25709 1.28566 1.04452 1.71111 1.0278 1.00858 0.936044 0.932925 1.08232 0.870287 1.13702 1.07033 1.22004 2.02657 1.01705
threshold=0.11829500000000003 0.096325000000000008 0.5136400000000001 0.079590000000000008 0.081465000000000024 -0.07384499999999998 0.080710000000000018 -0.55119499999999988 -0.10831999999999999 -0.14186499999999996 0.30112000000000005 -0.42850999999999995 -0.17966999999999997 0.10803500000000001 1.0000000180025095e-35 -0.14832499999999996 0.024790000000000003 -0.088704999999999992 -0.089199999999999988 -1.0000000180025095e-35 0.0012600000000000003 0.097885000000000014 -0.010024999999999997 0.13622000000000004 0.10883000000000001 0.083090000000000011 -0.4136149999999999 0.075120000000000006 -0.059624999999999991 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 12 13 7 -7 9 -9 19 -12 -3 14 15 16 -1 -5 -19 -2 -16 -13 -21 -24 25 -17 -26 28 -28 -27
right_child=10 2 -4 17 -6 6 -8 8 -10 -11 11 21 -14 -15 20 24 -18 18 -20 22 -22 -23 23 -25 26 29 27 -29 -30 -31
leaf_value=0.0021313625873301311 0.00028745209415553715 0.0027538091678014909 0.0021096622618261185 0.0013202639430851476 0.00028591822047152946 0.0030570140733433243 0.00051604099638277137 0.0017193761775134244 0.0016925991435508285 -0.0003195169399402606 0.0011078871176002708 -0.0006772384430879469 0.0014019576131571402 0.0010338183688906565 0.0016702609500404619 0.001862948482053249 0.0033600711931668962 0.001199072232299101 -0.00086684705526312222 4.8666925833337482e-06 0.00034660943017358144 0.00067587381801473712 0.0015204390108491562 0.00068308013112096258 0.0020628388031867879 0.0024715389465279456 0.0014003064183648487 0.0022124583608388146 -0.00060699113439736507 0.0015049684140981249
leaf_weight=100 56 20 81 33 31 24 38 38 349 26 34 43 307 45 57 1155 32 21 25 20 23 22 121 69 57 168 45 22 21 38
leaf_count=100 56 20 81 33 31 24 38 38 349 26 34 43 307 45 57 1155 32 21 25 20 23 22 121 69 57 168 45 22 21 38
internal_value=0 0.0017286 0.0013751 0.00123894 0.00138084 0.00181042 0.00155942 0.00165015 0.00156839 0.000891076 0.000741689 0.000236527 0.00148464 0.00187804 0.00190016 0.00192997 0.00242923 0.000595925 7.629e-05 0.0009297 0.00128971 -0.000219262 0.00110097 0.00121635 0.00188621 0.00192808 0.00149326 0.00112433 0.000761621 0.00229324
internal_weight=0 2756 518 437 358 2238 475 437 413 64 365 99 327 1763 1718 1638 132 79 46 266 80 65 210 190 1506 1361 145 88 66 206
internal_count=3121 2756 518 437 358 2238 475 437 413 64 365 99 327 1763 1718 1638 132 79 46 266 80 65 210 190 1506 1361 145 88 66 206
is_linear=0
shrinkage=0.00533549


Tree=1455
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 42 47 4 4 14 2 2 43 3 3 132 3 43 147 3 3 2 12 481 4 1 12 43 43 15
split_gain=249.926 42.2245 30.1542 22.0703 13.3157 13.0575 12.0765 10.6855 7.71426 6.52681 5.99334 4.16972 4.08565 3.39269 5.76645 4.12532 3.22085 3.70594 4.21396 3.35032 4.16244 2.71765 4.51559 2.6566 2.71859 5.9195 3.60307 3.00654 2.53274 2.42951
threshold=0.104035 0.13210500000000003 0.085055000000000006 -0.080389999999999989 0.13404500000000005 -0.0060199999999999993 0.13082500000000002 0.27834500000000006 0.27834500000000006 0.062655000000000016 0.089885000000000007 0.14019000000000004 -0.080324999999999994 0.31370500000000007 0.076840000000000006 0.10365500000000001 0.30112000000000005 -0.04890499999999999 1.0000000180025095e-35 -0.0049599999999999991 0.11658 0.079055000000000014 0.051320000000000005 -0.078899999999999984 -0.015039999999999998 0.083345000000000016 0.090165000000000009 0.064745000000000011 0.12266000000000001 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 8 -1 13 -4 9 10 21 16 -7 14 -3 29 17 -2 19 -19 -21 22 -5 -12 27 26 -26 -25 -29 -15
right_child=1 6 7 4 -6 12 -8 -9 -10 -11 23 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0021749866646508208 0.0011542556686353312 0.00066129613573288545 0.0020677627466065352 0.0017227234617347487 0.0014974746841513475 0.0014024019976421691 0.0014692751719658237 0.0012962345115216866 0.0014150794035760687 0.0025589667445558976 0.0024042725983507247 0.00073620576554036881 0.00067493265457730723 0.00054642585325248734 0.0014387841601508019 0.00085290443400026978 0.00093147855264781565 0.0012265044299189234 0.0010885686384622284 0.0021753288641859435 0.0014380514382416796 0.0022839874920463159 0.0021981127710131278 0.0022040984770209261 0.002223133910074252 0.0014903308508238703 0.0019430746366529193 0.0015990175462932868 0.0021003487040019411 -6.0363705532669442e-05
leaf_weight=35 103 98 143 38 49 41 38 40 22 85 47 29 20 20 20 26 42 21 30 30 24 882 412 353 132 36 203 28 47 27
leaf_count=35 103 98 143 38 49 41 38 40 22 85 47 29 20 20 20 26 42 21 30 30 24 882 412 353 132 36 203 28 47 27
internal_value=0 0.00125322 0.00148287 0.00215259 0.00217809 0.00153252 0.00078991 0.00189912 0.00219269 0.00220025 0.00218625 0.00120985 0.00116389 0.000654748 0.000793074 0.000431154 0.00126479 0.00133209 0.00150654 0.00167373 0.00184765 0.00224141 0.00215797 0.00209939 0.00208146 0.00199879 0.00205343 0.00215312 0.00191319 0.000197845
internal_weight=0 691 462 2430 2334 96 229 183 2285 2263 2178 279 61 191 118 73 250 208 105 75 54 1332 450 846 799 371 335 428 75 47
internal_count=3121 691 462 2430 2334 96 229 183 2285 2263 2178 279 61 191 118 73 250 208 105 75 54 1332 450 846 799 371 335 428 75 47
is_linear=0
shrinkage=0.00131955


Tree=1456
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 4 2 1 49 1 11 1 4 48 2 15 0 2 11 43 3 52 12 43 1375 4 15 3
split_gain=250.695 30.6363 27.2505 21.9095 16.9282 12.8172 12.3591 8.50204 8.49529 7.34416 5.30283 4.7918 4.08089 6.47996 8.17666 5.04111 4.0565 3.99438 3.92551 3.64763 3.60328 3.56136 3.60536 3.51967 3.07805 2.98597 2.91199 2.56721 2.86808 2.40171
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.36766000000000004 0.088105000000000003 0.089885000000000007 0.40473500000000007 0.15109000000000003 0.09253500000000002 0.005085000000000001 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090390000000000012 0.31358000000000003 0.040760000000000005 -0.066089999999999996 0.14753000000000002 1.0000000180025095e-35 -0.04890499999999999 0.30112000000000005 -0.07167999999999998 0.095780000000000018 -0.080324999999999994 0.08376500000000002 0.41379000000000005 -0.069954999999999989 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 19 11 -7 12 -4 16 20 13 24 -15 -16 -5 23 -13 21 -1 -3 27 -14 26 -11 29 28 -23 -8
right_child=1 3 9 10 -6 7 8 -9 -10 25 -12 18 17 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025205511768593681 0.0023759028018776438 0.0010582268179192128 0.0022176207314282331 0.00074640836733117714 0.0014924595457639538 0.002134186083127067 0.0019767143078691647 0.0012350050547508056 0.0013477813460379079 0.001567591748581957 0.001346498467095926 0.0023678068462686798 0.002613728734477969 0.0023770339490279853 0.00086597031199925182 0.0019210631553282366 6.7756311978431973e-05 0.003179547816946193 0.0016948095883120957 0.00066166669848762374 0.0028914691394461966 0.0022580850593806119 0.0010814372548202421 0.0018968022098805864 0.0021991241107495317 0.00091052109566116016 0.0028937484992698176 0.0013681838029416227 0.0014717809065908493 0.0023943517783096245
leaf_weight=1115 52 100 34 126 45 69 33 35 21 56 28 216 62 35 20 20 23 20 21 24 61 21 44 20 320 21 24 48 20 387
leaf_count=1115 52 100 34 126 45 69 33 35 21 56 28 216 62 35 20 20 23 20 21 24 61 21 44 20 320 21 24 48 20 387
internal_value=0 0.0012867 0.00236236 0.00118142 0.00239538 0.00139141 0.00241249 0.00183158 0.00228257 0.00164239 0.000753151 0.00250094 0.00230343 0.00226931 0.00185249 0.00139352 0.00064165 0.0025841 0.00230817 0.00121328 0.00253979 0.0012701 0.00142941 0.00243887 0.00231023 0.00138839 0.00239031 0.00160144 0.00187452 0.00236154
internal_weight=0 590 2531 538 2420 361 2375 104 962 111 177 1413 941 839 75 40 149 102 237 257 1176 233 133 82 764 77 444 89 41 420
internal_count=3121 590 2531 538 2420 361 2375 104 962 111 177 1413 941 839 75 40 149 102 237 257 1176 233 133 82 764 77 444 89 41 420
is_linear=0
shrinkage=0.00148603


Tree=1457
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 4 2 1 4 14 0 15 0 4 16 52 1 0 40 49 50 16 50 15 1 1 157
split_gain=362.81 58.0285 29.3732 28.3129 23.863 18.3806 14.7109 13.8168 10.9293 13.0922 9.65154 7.75254 7.62344 7.43414 8.61604 7.89812 6.04528 5.93066 5.16298 4.5904 4.52774 4.45437 4.40358 4.30765 3.72774 3.39069 3.11947 3.04382 2.99723 2.77232
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.042705000000000007 -0.35136499999999998 1.0000000180025095e-35 0.09253500000000002 0.27834500000000006 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 -0.49013999999999996 -0.11118499999999999 -0.52606999999999993 0.11414000000000001 0.051010000000000007 -0.078554999999999986 -0.054984999999999992 0.041865000000000006 -0.039889999999999988 0.083640000000000006 -0.089964999999999976 0.083835000000000007 0.14699000000000004 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 7 21 12 -8 -10 -4 17 13 14 -1 29 25 -9 -2 -11 -18 -3 -20 26 -16 27 28 -17 -6 -15
right_child=1 4 10 -5 23 -7 8 11 9 19 -12 -13 -14 15 24 16 20 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030629308629416168 0.002727735565333231 0.0010752677938842797 0.0023919253877120331 0.0012590786283486035 0.00077355898358584096 0.001614227907409946 0.0024760279107499902 0.0025814176783101228 0.002244653993146572 0.0014010439120432862 0.0014038656394423918 0.00148941204085235 0.0031177858647030016 0.0022646563594528233 0.0016583696710612556 0.002345979581932175 0.0025011438490149139 0.0021390900550033944 0.0015520357570308629 0.00094604284733220366 0.0019748471454364507 0.00043752946718995044 0.0023027487660214575 0.0009672307626883178 0.0023934550201196191 0.0033725640882937605 -0.00020572976527679046 0.0028960091140624836 0.00012522057762914915 0.0027463227806689906
leaf_weight=20 49 46 34 85 31 41 20 153 30 106 61 23 78 27 39 33 485 119 22 91 39 51 80 26 25 21 22 68 32 1164
leaf_count=20 49 46 34 85 31 41 20 153 30 106 61 23 78 27 39 33 485 119 22 91 39 51 80 26 25 21 22 68 32 1164
internal_value=0 0.00134717 0.00256748 0.00194511 0.00103703 0.00260044 0.00123034 0.00261806 0.00142292 0.00133013 0.00175749 0.00231785 0.00266237 0.00264387 0.00221156 0.00266364 0.00253134 0.0023879 0.00233128 0.00119087 0.00246197 0.000739962 0.00214083 0.000437922 0.00194551 0.00282926 0.000276016 0.0027163 0.000444244 0.0027354
internal_weight=0 691 2430 236 455 2335 344 2294 247 227 95 295 1999 1921 84 1837 646 272 151 197 524 97 102 111 64 122 85 101 63 1191
internal_count=3121 691 2430 236 455 2335 344 2294 247 227 95 295 1999 1921 84 1837 646 272 151 197 524 97 102 111 64 122 85 101 63 1191
is_linear=0
shrinkage=0.00148603


Tree=1458
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 4 0 15 12 1 11 15 47 2 47 0 0 4 4 16 49 50 3 0 3 1 160 4
split_gain=473.714 60.8508 49.6337 31.11 27.6549 23.8358 18.4717 14.3694 12.6236 12.0165 10.6864 9.58079 9.40849 8.83102 8.802 7.49792 6.83272 9.73447 6.84017 6.69305 6.41555 6.17775 5.64637 5.19226 4.29918 4.2382 4.83949 3.91737 5.02763 6.04953
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.04735000000000001 0.40945500000000007 -0.079119999999999982 0.024640000000000006 0.13597000000000004 0.12656000000000003 1.0000000180025095e-35 -0.12255999999999999 0.081320000000000017 0.098035000000000011 0.10019500000000002 -0.062294999999999996 -0.15350499999999997 -0.040589999999999994 0.27834500000000006 -0.44310499999999992 -0.012034999999999999 0.041865000000000006 -0.14847999999999997 -0.063634999999999983 -0.10831999999999999 0.10089500000000001 -0.011159999999999998 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 22 7 8 16 12 14 24 -9 -4 -1 27 19 18 -18 -3 -15 21 -8 -2 -7 -10 -26 -27 28 -5 -30
right_child=1 5 6 9 -6 23 20 11 10 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0036716774220486069 0.0020431586196599585 0.0023071374559630437 0.0031513298717300246 0.0015677624883120268 0.0016309788147822078 0.00058987126636390473 0.0031239578283811112 0.0016166736023938714 0.0032644814189280546 0.0031778147946825127 0.0020624030468741972 0.000912266975620459 0.0036626133520975476 0.0033571921921117507 0.0026660064404273971 0.0024148850581401067 0.0026964985315726898 0.0014842490064213873 0.0014558119043572761 0.0027127670898966743 0.0020024157068400314 0.0026393324160180762 0.0028322207463023765 0.0013208810302984461 0.0030019648914402131 0.0021564572018602747 0.0028431572771071109 0.0017423251022160567 0.0026037875234212263 0.0017348607876843446
leaf_weight=26 20 21 1184 20 74 75 67 61 82 21 24 82 69 56 41 54 30 20 92 61 21 165 92 23 377 23 97 75 47 21
leaf_count=26 20 21 1184 20 74 75 67 61 82 21 24 82 69 56 41 54 30 20 92 61 21 165 92 23 377 23 97 75 47 21
internal_value=0 0.00163242 0.00297166 0.00255031 0.00226946 0.00133913 0.00305598 0.00152414 0.00310248 0.00220836 0.00294247 0.00121275 0.00317949 0.00294086 0.00210856 0.00282974 0.00179733 0.0022116 0.00161402 0.00302121 0.00271481 0.00277929 0.00269132 0.000761435 0.00297895 0.00293184 0.00271154 0.00196834 0.00216097 0.00233544
internal_weight=0 590 2531 422 186 404 2109 306 1856 225 603 143 1253 197 204 171 163 50 113 117 253 232 112 98 579 497 120 163 88 68
internal_count=3121 590 2531 422 186 404 2109 306 1856 225 603 143 1253 197 204 171 163 50 113 117 253 232 112 98 579 497 120 163 88 68
is_linear=0
shrinkage=0.00134594


Tree=1459
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 4 0 15 0 4 3 13 13 130 160 1 457 475 16 47 156 1 4 16
split_gain=536.714 85.2026 52.5808 44.8419 39.5675 27.4864 15.8662 15.3317 13.4313 12.6643 9.17199 8.99225 8.9833 9.18327 6.70576 7.18547 6.18888 6.17403 5.94887 5.81976 6.9161 5.78648 5.28095 4.22252 3.94014 3.91954 3.06868 3.40543 2.98511 2.98401
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.17025000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 -1.0000000180025095e-35 -0.0044799999999999987 -0.054924999999999995 -1.0000000180025095e-35 0.083345000000000016 0.080930000000000016 -0.07550999999999998 -0.016164999999999995 0.093140000000000014 1.0000000180025095e-35 0.082005000000000008 -0.016959999999999999 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 -6 11 -5 22 17 12 13 -1 -14 -16 -17 -4 -3 -20 -21 -13 23 -7 -22 -23 -25 -28 -18 -15
right_child=1 2 10 8 6 9 -8 -9 -10 -11 -12 21 14 29 15 16 28 -19 19 20 24 25 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0033251571127050766 0.0029415425193792554 0.0011398274577071211 0.00066180098850720354 0.0027076336839908697 0.0026299847372578404 0.0031309228222551168 0.0015254688703412573 0.00368142523803742 0.0015936943492011572 0.001699703130092247 0.00014538067711449221 0.0028852843462342189 0.0031346687738205937 0.0019707544584135549 0.0037356750697720049 0.0022761967109650488 0.0029665124688939776 0.0013495447005265335 0.00085996430516385746 0.0023070747568110397 0.0016554285791132795 0.0017980469558923713 0.0020729538547737316 0.0026587907539876109 0.00092183553963278125 0.0026259343111815102 0.0027051768706811904 0.0034959181009149788 0.0024344186114796246 0.0026740511589421526
leaf_weight=23 74 173 89 34 83 55 39 76 63 26 50 99 1168 32 21 32 332 38 21 27 59 20 24 327 20 28 25 20 23 20
leaf_count=23 74 173 89 34 83 55 39 76 63 26 50 99 1168 32 21 32 332 38 21 27 59 20 24 327 20 28 25 20 23 20
internal_value=0 0.00149562 0.001317 0.00293586 0.00159107 0.00297512 0.0022769 0.00305304 0.00198415 0.00266901 0.000663571 0.00302648 0.00305662 0.00257365 0.0030796 0.00292196 0.00287781 0.000867583 0.00131216 0.00154691 0.001683 0.00268796 0.00272489 0.00276153 0.00146971 0.00228098 0.00270691 0.00305662 0.00293204 0.00224125
internal_weight=0 673 599 2448 422 2351 122 1874 97 477 177 1798 1651 75 1576 408 387 127 300 127 106 147 451 427 79 48 372 45 355 52
internal_count=3121 673 599 2448 422 2351 122 1874 97 477 177 1798 1651 75 1576 408 387 127 300 127 106 147 451 427 79 48 372 45 355 52
is_linear=0
shrinkage=0.00142833


Tree=1460
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 14 1 4 49 50 1 1 15 3 3 40 1210 2 15 0 4 12 475 52 52
split_gain=518.534 86.7469 41.961 38.7303 30.2642 26.101 21.3247 14.8155 13.83 16.7218 12.5857 11.7248 7.81749 7.68081 7.52997 6.12641 5.74249 4.7883 5.4928 4.91442 4.54837 4.1703 4.04534 3.58876 6.64255 4.95893 4.08169 3.44221 3.77889 6.39323
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.14122000000000004 -0.17966999999999997 1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.27044500000000005 -0.054984999999999992 0.041865000000000006 0.13436000000000001 0.13075500000000004 0.024640000000000006 -0.14989499999999997 -0.14186499999999996 -0.077714999999999992 -0.0084249999999999985 0.31358000000000003 -0.23060499999999998 -0.11173999999999999 0.076415000000000025 0.09202500000000001 -0.082014999999999991 0.039215000000000007 -0.12647999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 20 27 -8 -10 12 -4 17 -2 22 -11 -5 18 -1 -19 -3 -20 -6 -23 25 -25 -26 -7 29 -29
right_child=1 4 11 16 14 7 8 -9 9 15 -12 -13 -14 -15 -16 -17 -18 19 21 -21 -22 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0017075484072216777 0.0014012334381952071 0.00067712245173371809 0.0020787554467336902 0.001191610363815763 0.0001159581343206223 0.0025032371619367676 0.0020829875217636051 0.0013272692992793397 0.0019074486833840065 0.00095173733831806944 0.0029300837840121486 0.0011306938331457389 0.0015883465981654929 0.0021992477830921685 0.00073452113770883199 0.00022694733276832857 0.00044461984804375278 0.0030997314713189584 0.0018750652966197279 0.0024515038377054925 0.00011658292796972323 0.0028816422489882461 -0.00051100596042430218 0.001777692408159952 0.0024401245501936191 0.0025063417677792278 0.0021895263586638948 0.0021915050452160851 0.0022519070244947552 0.001738429396128754
leaf_weight=23 24 47 34 61 61 40 22 41 30 173 76 61 20 127 26 22 24 20 30 918 50 22 24 54 560 22 135 117 163 94
leaf_count=23 24 47 34 61 61 40 22 41 30 173 76 61 20 127 26 22 24 20 30 918 50 22 24 54 560 22 135 117 163 94
internal_value=0 0.00104276 0.00231281 0.00167921 0.000712645 0.0023471 0.00090217 0.00206907 0.00110402 0.0010083 0.00241438 0.00147 0.00239266 0.00207241 0.000125287 0.000869966 0.000980695 0.00240167 0.0023311 0.00246533 0.000388185 0.00234853 -6.1067e-05 0.00236644 0.00235174 0.00198862 0.00239145 0.00214253 0.00210396 0.00198966
internal_weight=0 691 2430 236 455 2335 344 455 247 225 1880 95 1804 151 111 195 85 1784 846 938 97 823 85 793 771 76 695 414 374 211
internal_count=3121 691 2430 236 455 2335 344 455 247 225 1880 95 1804 151 111 195 85 1784 846 938 97 823 85 793 771 76 695 414 374 211
is_linear=0
shrinkage=0.00129368


Tree=1461
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 2 14 4 2 0 16 1447 159 52 1 151 1 15 10 2 160 16 16 42 4 3
split_gain=413.303 66.9342 39.0431 31.0833 20.9646 15.2861 14.68 14.6304 10.06 9.36349 8.11701 8.09468 5.6953 4.72111 4.41273 3.84311 3.81375 3.81573 6.30702 5.03088 3.71277 3.67382 3.8754 3.85686 3.59261 3.58072 5.96315 4.54792 3.5453 3.3402
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.089885000000000007 0.12958500000000003 0.27834500000000006 0.14122000000000004 0.09253500000000002 0.14285500000000004 0.062655000000000016 0.27834500000000006 -0.090999999999999984 -0.23091999999999999 -0.040964999999999994 -0.082869999999999985 0.082585000000000006 -0.56176499999999996 0.083345000000000016 -1.0000000180025095e-35 0.085345000000000018 0.024640000000000006 -1.0000000180025095e-35 0.10045500000000002 -0.067824999999999983 0.013515000000000001 0.083160000000000026 0.086555000000000007 -0.013514999999999998 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 10 9 28 13 -5 11 12 -3 -1 -6 -7 -15 17 -17 -19 -20 25 22 -2 -24 -13 -14 -27 -28 -4 -26
right_child=1 5 6 8 7 14 -8 -9 -10 -11 -12 24 20 15 -16 16 -18 18 19 -21 -22 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=0.0020844568402444605 0.00092720980202969051 0.0015491879505601497 0.0028083032235780778 0.0025422675930418404 0.0020138596939029353 0.0012427188274981968 0.0015692015968980684 0.0017532447826772049 0.0015726889553094611 0.00045611873211585669 0.0033822673306528306 0.0013071034755922847 0.0029361245874100841 0.0030758406745970903 0.0021182268502579352 0.0030334490227692688 0.0028461798261146258 0.0026007754648042832 0.0015326517622935368 0.0024030248252778267 0.0027456228196280617 0.0020019394390951789 0.002036108318132362 0.0014105822962839076 0.00096310437818086054 0.0019675754650882618 0.0030949344318796758 0.0022763395393107237 0.002332939287844866 0.00037566280756096956
leaf_weight=20 29 43 73 34 25 23 36 41 61 97 59 23 793 40 24 36 131 600 20 42 442 24 23 160 39 21 45 20 57 40
leaf_count=20 29 43 73 34 25 23 36 41 61 97 59 23 793 40 24 36 131 600 20 42 442 24 23 160 39 21 45 20 57 40
internal_value=0 0.00146869 0.00184561 0.00272058 0.00275316 0.000944393 0.00237636 0.00258755 0.0019197 0.000799626 0.00286377 0.00102942 0.00284095 0.00262582 0.00168979 0.00264342 0.00262256 0.00258059 0.00255596 0.00212226 0.00285241 0.00147229 0.00141232 0.0014892 0.000810304 0.0029061 0.00262928 0.00284306 0.00259987 0.000665666
internal_weight=0 691 402 2430 2335 289 166 935 95 242 1400 145 1341 894 47 869 829 698 662 62 1321 236 212 183 102 879 86 65 130 79
internal_count=3121 691 402 2430 2335 289 166 935 95 242 1400 145 1341 894 47 869 829 698 662 62 1321 236 212 183 102 879 86 65 130 79
is_linear=0
shrinkage=0.00142833


Tree=1462
num_leaves=31
num_cat=0
split_feature=1 3 4 1 4 2 12 0 2 11 123 1 50 3 16 13 43 3 0 156 133 457 159 151 3 3 2 3 2 16
split_gain=24.0388 4.74585 2.28466 2.2136 1.94675 1.93734 1.55146 1.78412 1.34898 1.22697 1.19075 1.12609 1.59855 3.44679 3.52461 1.9634 1.48374 2.48335 1.41918 1.15222 1.10343 1.15867 1.01778 1.30643 2.05897 1.29997 1.23375 1.07157 1.0107 1.00958
threshold=0.10337500000000001 -0.053259999999999995 0.40124500000000002 0.11690500000000002 0.41257000000000005 0.092365000000000017 0.097825000000000009 0.034820000000000011 0.15109000000000003 0.080455000000000013 0.084025000000000016 0.076935000000000017 0.083090000000000011 -0.096544999999999978 -0.011734999999999997 -0.088464999999999988 -0.08231999999999999 -0.07908999999999998 -0.14649999999999996 0.090500000000000011 0.086990000000000012 0.094310000000000019 0.0089800000000000019 -0.086769999999999986 -0.14186499999999996 -0.10217499999999997 0.10855000000000002 -0.091054999999999983 0.12043500000000001 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 20 28 9 7 -5 10 11 22 18 13 14 -13 -15 17 -17 -1 -20 21 -3 23 -7 -25 -26 27 -24 -2 -18
right_child=1 3 -4 6 -6 8 -8 -9 -10 -11 -12 12 -14 15 -16 16 29 -19 19 -21 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=0.0034196944538558262 0.0019975440724519121 0.0016296480645767468 0.00069082852395353192 0.00088407023994271743 0.001010687885621623 0.00094780442908523523 -0.00034575792565756826 -0.00047793454793280222 0.00083449580258882449 0.0030054043977635211 0.0012241117697401613 0.00194188340933485 0.0022747092377284183 0.00067551590700145844 -0.00056504160274564578 0.0021984599834617359 0.0016439736873738611 0.00028409826232036122 0.0022721175806701905 0.001494684256613067 0.0005699411876059191 0.00059602749507314898 0.0018648298552067155 0.0027594991379838243 0.00081638140234506485 0.0019281123784761376 0.0015905879649567879 0.0029358169454955906 0.0010001964753089568 0.002440577132371456
leaf_weight=20 169 123 22 234 66 25 26 20 21 35 40 21 260 20 22 34 38 21 939 38 33 25 25 57 21 498 29 63 22 154
leaf_count=20 169 123 22 234 66 25 26 20 21 35 40 21 260 20 22 34 38 21 939 38 33 25 25 57 21 498 29 63 22 154
internal_value=0 0.00118214 0.00209486 0.000916441 0.00165873 0.00210783 0.000672586 0.000776826 0.00192879 0.00219489 0.0019591 0.00217679 0.00202161 0.00180933 0.000659271 0.00199455 0.00210135 0.00146752 0.00226551 0.00224188 0.00129368 0.00145505 0.00200005 0.00192734 0.00196985 0.00188313 0.00237354 0.00263156 0.00188267 0.00228292
internal_weight=0 718 2403 461 257 2381 280 254 779 1602 758 1567 570 310 43 267 247 55 997 977 181 148 718 601 576 519 117 88 191 192
internal_count=3121 718 2403 461 257 2381 280 254 779 1602 758 1567 570 310 43 267 247 55 997 977 181 148 718 601 576 519 117 88 191 192
is_linear=0
shrinkage=0.00437696


Tree=1463
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 16 4 4 0 15 475 52 0 16 1 2 1 50 1 15 4 40 1 47
split_gain=403.581 48.612 43.4462 27.4122 26.3497 21.2189 15.0446 14.3581 13.1067 11.4744 10.9191 12.4663 9.27087 8.96539 7.21841 7.45594 5.80746 5.79089 5.65098 5.16967 9.77658 5.16622 4.63493 4.2873 4.21333 3.86163 3.81722 3.58871 3.57928 4.77035
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.09253500000000002 0.076975000000000002 0.14285500000000004 -0.5335399999999999 0.033845000000000007 -0.062539999999999984 -0.11173999999999999 -0.097454999999999986 -0.066784999999999983 0.039215000000000007 -0.085669999999999982 0.51222500000000004 0.10124500000000002 -1.0000000180025095e-35 0.12337000000000002 0.041865000000000006 0.13436000000000001 -0.089964999999999976 -0.020529999999999996 -0.077714999999999992 0.083345000000000016 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 9 6 27 -8 -4 12 11 -6 14 -9 15 -1 -13 19 -16 20 -18 -20 -2 25 -15 -7 -17 -3 -14 -30
right_child=1 5 8 -5 10 23 7 13 -10 -11 -12 16 28 24 18 26 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026567894126483882 0.0022554617475000929 0.0010482457763723448 0.002225048633195747 0.0012020923161220991 0.0014254096752025222 0.00061553151957108678 0.0021527110755314256 0.0019672054866523223 0.001351577361449287 0.0028919554419721757 0.0015400008837009442 0.0025242869025985035 0.0022799406001687583 0.0012301990816526512 0.0025521551346556659 0.0022308475133672066 0.0020552281941631483 0.0023376415636394859 0.0018308802847845224 0.0023384435668996305 0.0012283292252841056 0.0024181136198531033 0.0016981928556860418 0.001011675686024002 0.00067633921612856782 4.5316903946096698e-05 0.001609017018761159 0.00057924847721377076 0.0014500921435316781 0.002153940367457345
leaf_weight=23 85 42 34 74 28 63 28 21 77 72 39 77 99 132 564 23 134 164 21 60 23 1001 27 26 22 22 33 48 20 39
leaf_count=23 85 42 34 74 28 63 28 21 77 72 39 77 99 132 564 23 134 164 21 60 23 1001 27 26 22 22 33 48 20 39
internal_value=0 0.0012598 0.00233593 0.00175549 0.00236881 0.00103159 0.00119687 0.00137366 0.00161913 0.00243317 0.00213652 0.00218439 0.00241505 0.00124901 0.00244079 0.0020951 0.00223079 0.00217148 0.002458 0.00204589 0.00193409 0.00240605 0.00212112 0.000595307 0.00115108 0.000467947 0.00186441 0.000798114 0.0021438 0.00191535
internal_weight=0 590 2531 186 2420 404 293 203 111 1895 525 486 1823 175 1665 79 458 381 1586 217 157 1022 112 111 154 85 56 90 158 59
internal_count=3121 590 2531 186 2420 404 293 203 111 1895 525 486 1823 175 1665 79 458 381 1586 217 157 1022 112 111 154 85 56 90 158 59
is_linear=0
shrinkage=0.00117172


Tree=1464
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 42 2 14 49 1 2 2 50 1 40 39 1 12 16 2 2 47 15 0 16 4
split_gain=417.84 69.0208 33.4116 30.3868 24.7067 18.8217 17.7507 13.9403 12.9499 10.8173 10.1971 10.0858 6.53436 5.44917 8.19036 5.06091 5.01838 4.32127 4.13564 3.84306 3.76634 3.53584 3.42484 3.35003 3.29927 3.06573 2.88287 5.834 3.79723 3.33336
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 -0.076394999999999977 0.14122000000000004 0.062655000000000016 -0.054984999999999992 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.041865000000000006 0.13436000000000001 -0.077714999999999992 0.08456000000000001 0.13075500000000004 0.087695000000000009 -0.50992999999999988 -0.0091949999999999983 0.31358000000000003 0.11518500000000002 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 18 -8 -9 -4 22 13 -2 21 15 -15 24 -10 -3 -11 -5 26 -7 -21 -6 -14 -1 28 -28 -29
right_child=1 4 9 20 16 10 7 8 17 19 -12 -13 25 14 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0036358117308364427 0.0020303208055522022 0.0013528874997690971 0.0030356448252378955 0.0018347604132944991 0.00079998819430920963 0.0022266677845414447 0.0026823753968209249 0.0025147451881327022 0.0015831280096559987 0.001357031306934433 0.0020576579376091774 0.0035685980470013495 0.0029852710739126337 0.002255959018124518 0.0020463819161901406 0.0029837068978721139 0.0013405702422326869 0.00090922089768362044 0.00076275360810614467 0.0016177557658287646 0.0011668382570559886 0.0029970455314134664 0.002832182512775539 0.0023585841648148097 0.0001748516418647185 0.0024968729792349724 0.0031441808613655938 0.003179986276107335 0.0024012106372377673 0.0027341652662120886
leaf_weight=23 24 47 21 61 61 20 30 30 165 21 41 76 90 21 23 272 26 22 50 20 24 670 404 33 24 37 23 690 36 36
leaf_count=23 24 47 21 61 61 20 30 30 165 21 41 76 90 21 23 272 26 22 50 20 24 670 404 33 24 37 23 690 36 36
internal_value=0 0.00170249 0.00296123 0.00232928 0.00137738 0.00299501 0.00156644 0.00176977 0.0016436 0.00213089 0.00273785 0.00305896 0.00271382 0.00303737 0.00286712 0.00293155 0.000791446 0.00150384 0.00104869 0.00187414 0.00164617 0.00307376 0.00280362 0.00207903 0.000623479 0.00284298 0.00313738 0.00312278 0.00269084 0.00315788
internal_weight=0 691 2430 236 455 2335 344 247 217 95 465 1870 151 1794 316 293 111 187 97 74 85 1478 424 53 85 127 808 785 59 726
internal_count=3121 691 2430 236 455 2335 344 247 217 95 465 1870 151 1794 316 293 111 187 97 74 85 1478 424 53 85 127 808 785 59 726
is_linear=0
shrinkage=0.00142833


Tree=1465
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 42 2 2 0 15 4 34 1 4 39 0 4 3 475 52 151 52 52 1 51 16
split_gain=444.496 74.3519 43.8917 34.2141 25.899 19.7885 14.6352 13.8912 11.1348 10.4806 9.31975 8.8389 6.75292 11.4279 7.01638 6.33037 5.63182 5.12741 4.50459 4.25145 5.24186 4.34659 4.07076 4.06439 3.93647 3.58167 5.64734 4.1166 3.51201 3.50889
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.14122000000000004 -0.076394999999999977 0.14285500000000004 0.11474000000000002 -0.10607499999999999 -0.10653 0.0061450000000000003 -1.0000000180025095e-35 0.083345000000000016 0.27834500000000006 0.08456000000000001 -0.079119999999999982 -0.52556499999999995 -0.12711499999999995 -0.066784999999999983 -0.024714999999999997 -0.088784999999999989 0.039215000000000007 -0.12647999999999995 0.086560000000000012 -0.079189999999999983 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 10 12 22 -5 15 -6 13 -1 19 -4 -15 -17 -11 -14 -21 -22 -7 28 -25 26 -24 -28 -3 -27
right_child=1 2 6 9 11 8 -8 -9 -10 18 -12 -13 14 16 -16 17 -18 -19 -20 20 21 -23 25 24 -26 29 27 -29 -30 -31
leaf_value=0.0028912824864343639 0.0025783413132405824 0.00048755663831095877 0.00036843412073455783 0.0025938167166470187 0.0022464229200450125 0.002724828828411551 0.0015167331286995195 0.003228670797503214 0.0016226519027434754 0.00092407874087602378 0.00024126533250383881 0.001308021398978767 0.0027105137278682153 0.0024498507062127449 0.0022976835085448265 0.0014626228029697695 0.0017618913483569108 0.00077611359349043804 0.0016904208074549349 0.003138972323822365 0.0020065624683213031 0.0025461911215909714 0.0024252106616416717 0.0018814514174393766 0.0012389573285875313 0.0025679738440410054 0.002108150844533203 0.0013921239410903893 0.0011145404830084579 0.0019663934910847556
leaf_weight=47 76 22 45 21 81 60 37 76 41 21 99 26 1141 40 108 32 56 64 53 27 32 343 108 23 100 140 74 20 86 22
leaf_count=47 76 22 45 21 81 60 37 76 41 21 99 26 1141 40 108 32 56 64 53 27 32 343 108 23 100 140 74 20 86 22
internal_value=0 0.00127168 0.0011102 0.00254449 0.00144886 0.00257801 0.000696964 0.00264229 0.00231949 0.00172072 0.000570583 0.0020184 0.00261745 0.00232553 0.00264273 0.000801807 0.00204854 0.00100495 0.00147295 0.00266688 0.00254305 0.00250014 0.00238688 0.00118505 0.0013591 0.00233117 0.00220677 0.0019558 0.000986822 0.00248628
internal_weight=0 691 615 2430 338 2335 277 1870 465 95 240 107 1794 143 1651 141 96 96 74 1543 402 375 424 231 123 364 202 94 108 162
internal_count=3121 691 615 2430 338 2335 277 1870 465 95 240 107 1794 143 1651 141 96 96 74 1543 402 375 424 231 123 364 202 94 108 162
is_linear=0
shrinkage=0.00140032


Tree=1466
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 51 123 11 12 16 0 16 12 4 3 49 15 43 52 15 2 0 2 43 2 13 160 16 2
split_gain=27.2476 5.41314 3.45483 2.37935 2.08561 2.02215 1.60723 1.48889 1.36252 2.07532 1.58428 1.34946 2.42337 1.34728 1.3273 1.1695 1.13228 1.03754 1.86411 1.43148 1.15785 1.03635 1.20625 0.980522 2.20922 0.962071 0.941781 1.96081 2.86275 0.940449
threshold=0.10337500000000001 -0.40967499999999996 0.13559000000000002 0.40124500000000002 0.098630000000000009 0.088105000000000003 0.091000000000000011 0.084025000000000016 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 -0.026509999999999995 0.15273500000000004 0.11734000000000001 0.41816000000000003 -0.16726499999999997 0.005085000000000001 -0.040804999999999994 -0.036954999999999995 0.10024500000000001 0.10772500000000002 0.25063000000000007 -0.036484999999999997 -0.0091949999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 26 14 11 23 10 -10 13 -13 17 -7 -14 21 -6 20 -20 -19 22 29 24 -1 -24 -3 -28 -29 -4
right_child=1 2 16 -5 7 6 -8 -9 9 -11 -12 12 15 -15 -16 -17 -18 18 19 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.00060360260620228288 0.0022760222834001627 0.0009217188869583918 0.00095957583800553882 0.00079141846786023287 0.002093017098283848 0.0018249610954560174 0.0027723687571494775 0.0009380451775452324 0.0024547911576122865 0.0016033195155925237 0.0037503701776406568 0.00059346257320672027 0.0026998303700720106 0.0014736440733085403 0.00070083736579634151 0.0015369123185776969 0.0014075750939547206 0.0040934842211245012 0.0030052744556921737 0.0015518314532074122 0.002653511943728773 -0.0002945663758899463 0.00063746107105201841 0.0022914806259242563 0.0025671658658189904 0.0019040286503099668 0.0021766674245920431 0.0014549194888235802 -0.00037613209514810516 -6.6726941729240905e-05
leaf_weight=21 87 182 26 22 205 79 25 25 33 21 40 32 30 47 27 37 28 20 21 34 23 29 27 1769 23 20 43 74 21 50
leaf_count=21 87 182 26 22 205 79 25 25 33 21 40 32 30 47 27 37 28 20 21 34 23 29 27 1769 23 20 43 74 21 50
internal_value=0 0.00125252 0.0011114 0.00222424 0.00223748 0.00131601 0.00177407 0.00197765 0.00230207 0.00281588 0.0031647 0.00203553 0.00158436 0.00216315 0.00153863 0.00205762 0.000598746 0.00227011 0.00264055 0.00210678 0.00332327 0.000449751 0.000625241 0.00227543 0.00163001 0.00117643 0.00112848 0.00140117 0.00105016 0.000284377
internal_weight=0 718 631 2403 2381 451 131 474 1907 94 73 449 99 350 106 67 180 303 98 55 43 152 123 1813 44 47 320 138 95 76
internal_count=3121 718 631 2403 2381 451 131 474 1907 94 73 449 99 350 106 67 180 303 98 55 43 152 123 1813 44 47 320 138 95 76
is_linear=0
shrinkage=0.00437696


Tree=1467
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 4 15 0 2 0 12 47 11 50 52 2 1 4 12 13 3 4 16 1 1 43 0 43
split_gain=340.418 43.5418 35.5872 22.5076 19.7489 18.4764 12.7916 12.142 10.1083 8.63295 8.18413 8.15105 7.79608 6.63044 5.44162 5.2383 5.22981 4.79283 4.64879 4.41584 6.99786 4.3851 4.05671 3.973 3.89038 3.48775 3.34173 3.89537 5.13715 3.11966
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.053180000000000012 0.024640000000000006 -0.23194499999999998 0.10803500000000001 -0.079119999999999982 0.13597000000000004 0.081320000000000017 1.0000000180025095e-35 0.041865000000000006 -0.52606999999999993 0.11389000000000002 0.12958500000000003 -0.059649999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12745000000000004 0.27834500000000006 -0.44310499999999992 0.12000500000000001 0.10089500000000001 -0.081454999999999986 -0.093039999999999984 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 16 6 25 11 13 -1 18 14 -13 26 -4 -7 -2 19 -8 -11 -21 -12 -23 24 -9 -3 27 -5 -29 -6
right_child=1 5 7 8 29 15 10 23 -10 17 21 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0037392254821305799 0.0031691230204660293 0.0015327734834924163 0.0030393561429775734 0.0015148539199131839 0.0012361727481175438 0.00060532976504643478 0.0028011650139778297 0.0030002311710527925 0.0031439948491392262 0.0031056047435590135 0.0013578406673665055 0.0028844880699074871 0.0020030521307910737 0.0025844373486137765 0.0034771873590692991 0.0013828078440601323 0.0024127063520253235 0.0020525167328258945 0.0017914569319247506 0.0028830478423357668 0.0019367038449094737 0.0015683219281248852 0.002333695492823367 0.0020022972856529576 0.0025603829767533713 0.00085802157412164014 0.001667437889452777 0.0019973541367353854 0.0028991012545542525 0.0018643724403004647
leaf_weight=22 28 24 1190 20 32 85 22 66 21 70 94 585 24 41 69 26 84 21 20 58 26 41 26 21 154 66 75 47 21 42
leaf_count=22 28 24 1190 20 32 85 22 66 21 70 94 585 24 41 69 26 84 21 20 58 26 41 26 21 154 66 75 47 21 42
internal_value=0 0.00159348 0.00287201 0.00247021 0.00220034 0.00131409 0.0015136 0.0029524 0.00214266 0.00284431 0.00172448 0.00299371 0.00284975 0.00203958 0.00306335 0.000787442 0.00260181 0.00273181 0.00232035 0.00282444 0.00259013 0.00156903 0.00186533 0.00263221 0.00269234 0.00103796 0.00190253 0.00210288 0.00227583 0.00159272
internal_weight=0 590 2531 422 186 404 293 2109 225 197 203 1868 609 204 1259 111 112 175 42 154 84 161 67 241 220 90 163 88 68 74
internal_count=3121 590 2531 422 186 404 293 2109 225 197 203 1868 609 204 1259 111 112 175 42 154 84 161 67 241 220 90 163 88 68 74
is_linear=0
shrinkage=0.00151575


Tree=1468
num_leaves=31
num_cat=0
split_feature=1 4 1 150 4 15 52 2 4 2 14 2 1 2 0 43 15 49 481 42 42 1429 16 484 4 3 151 475 1 480
split_gain=24.5071 3.66939 2.93251 2.60878 2.58238 1.81398 2.16017 1.80661 2.38705 1.77038 1.71152 1.45682 1.23173 1.12126 1.23539 1.11036 1.10554 1.09001 1.06857 1.4051 1.24131 1.10032 1.16253 1.29742 1.04826 1.7537 2.06716 1.4539 0.96356 0.945784
threshold=0.10920500000000001 0.26450500000000005 0.095950000000000021 0.084680000000000019 -0.17966999999999997 0.093115000000000017 1.0000000180025095e-35 0.11362000000000001 -0.064804999999999988 0.25063000000000007 0.062655000000000016 0.14285500000000004 0.12958500000000003 0.096015000000000017 -0.067094999999999988 -0.52440999999999993 -0.07490999999999999 0.096725000000000019 -0.050084999999999991 0.088380000000000014 0.090310000000000015 0.083810000000000009 -0.015314999999999997 -0.081614999999999979 -0.082249999999999976 0.090900000000000009 -0.0083949999999999979 -0.068264999999999978 0.10612500000000001 0.10252000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 11 -4 6 13 10 -9 12 15 -2 -3 14 -6 -1 17 -10 19 21 -21 22 -17 -24 27 29 -27 -20 -15 -26
right_child=1 9 4 -5 5 -7 -8 8 16 -11 -12 -13 -14 28 -16 18 -18 -19 24 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.001169569995022307 0.0018546063749329564 0.0011495704601341499 0.0023841368299537093 0.00076530685801188105 0.0018387416898356676 0.0021794363984780243 0.0022316341761870616 0.00031795733033182277 0.0017933160636600907 -0.00042460413764681992 0.0027890016526460099 0.00075833356117097257 0.00054010353039490335 0.00033297412585908822 0.00062742127500703599 0.0025076195540159026 0.0016584577186407098 0.0032383842095167338 0.001150036491662759 0.0013389575274232982 0.0023958273943092238 0.0017927510726159768 0.0027618247604280534 0.0041822153154917902 0.0021045467349921354 0.0021498608205903101 0.00015983188399323054 0.002357538816619023 0.0012351225255469386 0.0012908212207553274
leaf_weight=22 166 117 82 81 54 58 39 21 20 24 83 27 139 48 23 68 103 20 20 33 60 21 28 22 1205 20 20 426 43 28
leaf_count=22 166 117 82 81 54 58 39 21 20 24 83 27 139 48 23 68 103 20 20 33 60 21 28 22 1205 20 20 426 43 28
internal_value=0 0.00106446 0.00207954 0.00142456 0.00170535 0.00149531 0.00130362 0.00213803 0.00169593 0.000712084 0.00217329 0.00170124 0.000818649 0.00108819 0.00147692 0.00214739 0.00189829 0.00251585 0.00215842 0.00243725 0.00202081 0.00271587 0.00288015 0.0033868 0.00212078 0.00205681 0.00115485 0.00230339 0.000759264 0.00208607
internal_weight=0 554 2567 274 347 265 207 2220 164 280 2056 193 256 168 77 1973 143 40 1951 232 93 139 118 50 1719 1273 40 446 91 1233
internal_count=3121 554 2567 274 347 265 207 2220 164 280 2056 193 256 168 77 1973 143 40 1951 232 93 139 118 50 1719 1273 40 446 91 1233
is_linear=0
shrinkage=0.00437696


Tree=1469
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 0 15 4 4 1 150 47 0 4 3 1 3 0 0 14 151 4 50
split_gain=459.408 73.2191 48.6432 39.3801 28.6392 23.0319 15.8185 13.4414 11.7206 11.2431 10.9914 9.09568 7.28201 12.2301 7.16853 6.64504 6.36276 5.2627 3.97289 3.75361 4.61227 3.42403 3.35767 3.03282 2.81523 2.71589 2.74215 2.64066 2.55228 2.5234
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.14960000000000004 -0.10607499999999999 -0.10653 0.40945500000000007 0.0061450000000000003 0.083345000000000016 1.0000000180025095e-35 0.090100000000000013 -0.079119999999999982 -0.52556499999999995 -0.010424999999999999 0.076935000000000017 -0.12711499999999995 -0.030209999999999997 -0.15350499999999997 -0.46166999999999997 -0.080549999999999997 -0.036839999999999991 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 12 11 -5 17 -6 14 13 -1 -4 19 -15 22 25 29 -21 -16 24 -22 -7 -3 -27 -28 -2 -14
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 -13 15 16 21 -17 -18 -19 -20 20 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0029289206205754927 0.0027371105713125659 0.0012848012701994862 0.0010107306342568643 0.0022957940528975586 0.0023254584131154775 0.002354508530218776 0.0033375575592043318 0.0013380221378422594 0.0011694301912625806 0.0014706843093257084 0.0012340971392305329 -0.00013032848423921074 0.0027422048888875537 0.0024373191605796124 0.00065419747324433123 0.0022792255935351665 0.0016299683687297443 0.001711991583091266 0.0015039629945489328 0.0031617308937221048 0.0020449227999923092 9.4468523807327039e-05 0.002642859507053571 0.0025424734883140649 0.0018566746529243277 0.0012907294188366316 0.00099829378367814357 0.00054492324591729261 0.0021237479664400561 0.0025006917943237355
leaf_weight=47 50 38 48 34 71 286 76 34 63 39 32 79 1026 40 41 110 56 30 32 27 32 72 92 345 30 25 52 75 24 115
leaf_count=47 50 38 48 34 71 286 76 34 63 39 32 79 1026 40 41 110 56 30 32 27 32 72 92 345 30 25 52 75 24 115
internal_value=0 0.00108731 0.000908067 0.00252962 0.00131261 0.00256945 0.00264666 0.000428232 0.00156424 0.00226614 0.00198639 0.000299346 0.00261746 0.00228273 0.00051018 0.00264638 0.00196636 0.00233697 0.000999991 0.00267252 0.00254445 0.000297556 0.00238292 0.00250024 0.00230725 0.000915112 0.000822689 0.000730555 0.00253818 0.00271786
internal_weight=0 673 599 2448 325 2351 1874 274 97 477 103 240 1798 143 161 1655 96 438 222 1545 404 113 408 377 316 190 152 127 74 1141
internal_count=3121 673 599 2448 325 2351 1874 274 97 477 103 240 1798 143 161 1655 96 438 222 1545 404 113 408 377 316 190 152 127 74 1141
is_linear=0
shrinkage=0.00154607


Tree=1470
num_leaves=31
num_cat=0
split_feature=1 3 1 12 457 4 2 1 3 43 13 16 1 2 15 4 0 16 15 48 0 39 1210 0 3 42 13 3 1213 16
split_gain=22.5065 3.36207 2.68406 2.37542 1.95364 1.93665 1.72285 1.96014 1.63761 1.67591 1.59107 1.57163 1.33118 1.29684 1.61001 1.0789 2.46809 1.46168 1.16544 1.04999 1.01758 0.979733 0.976631 0.979765 1.61202 1.35157 4.47797 1.45547 1.67964 1.10001
threshold=0.10920500000000001 -0.053259999999999995 0.091195000000000012 -0.010834999999999999 0.062030000000000009 -0.036839999999999991 0.089005000000000015 0.08864000000000001 0.31534000000000006 -0.025214999999999998 -0.47860499999999995 -0.5224049999999999 0.10060500000000001 0.11411 -0.41942499999999994 0.04735000000000001 -0.097734999999999989 -0.44310499999999992 -0.03241999999999999 0.090885000000000007 -0.050064999999999991 0.084405000000000008 -0.15347999999999998 -0.085669999999999982 0.084940000000000015 0.083235000000000017 -0.053889999999999993 -0.078934999999999991 -0.086394999999999986 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 21 11 -2 22 15 9 -3 -10 -5 -6 20 -15 16 -8 -17 -19 -13 -7 -4 -1 24 -24 29 27 28 -27 -25
right_child=1 8 3 4 12 13 7 -9 10 -11 -12 19 -14 14 -16 17 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0029229324553438716 0.0023459001330916034 0.00056920873445412249 0.00034014022135613406 0.00074397534765473466 0.0017355214852287565 0.001872088931148107 0.0029638119240401844 0.00065788641943751933 0.00065183022022427593 0.0012136894443734686 -0.00050525790326445797 0.0018554289729696865 0.00034141512546626538 0.0015054752693595334 0.00012023999947881691 0.0021193465846097593 0.0018740048129966907 0.0015465497587273545 0.00059081388014435034 0.0026552607039648335 0.00088062464452862317 0.0012816412479125254 0.0022170977458179993 0.0019783914820511381 0.0011991696889294876 0.00080327393564942401 -0.00023578650690218698 0.0029003431804256849 0.0019111188152143512 0.002654592935779126
leaf_weight=23 33 148 26 21 22 57 39 25 58 138 33 315 27 27 33 69 646 138 27 32 27 79 545 235 29 29 20 21 147 52
leaf_count=23 33 148 26 21 22 57 39 25 58 138 33 315 27 27 33 69 646 138 27 32 27 79 545 235 29 29 20 21 147 52
internal_value=0 0.000948341 0.00188333 0.00161407 0.00175648 0.00142665 0.00195206 0.00182018 0.000723779 0.000880182 0.000232227 0.00186155 0.00096734 0.00121598 0.000743596 0.0018518 0.00193605 0.00160517 0.00139016 0.00192919 0.0015534 0.00104851 0.00206513 0.00204682 0.00216567 0.00191147 0.00166093 0.00185349 0.00172858 0.00210091
internal_weight=0 554 2567 522 417 177 2045 944 377 286 91 368 49 144 60 919 685 234 165 347 84 105 1101 1078 574 504 217 197 176 287
internal_count=3121 554 2567 522 417 177 2045 944 377 286 91 368 49 144 60 919 685 234 165 347 84 105 1101 1078 574 504 217 197 176 287
is_linear=0
shrinkage=0.004207


Tree=1471
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 1 2 2 2 0 49 4 50 4 1 51 0 49 15 475 3 16 48 4 3 15 43
split_gain=353.522 58.6922 36.5742 26.7926 25.2614 17.1101 10.8767 10.0118 8.93147 8.61313 7.57907 7.69308 7.00738 10.9628 7.22203 6.60333 6.49608 6.22642 4.80041 4.3057 4.22182 3.97165 3.8717 3.69514 4.37207 3.68519 5.66319 4.18234 3.60712 3.35855
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14122000000000004 -1.0000000180025095e-35 0.10045500000000002 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.041865000000000006 -0.15464999999999998 0.083345000000000016 -0.085989999999999997 -0.085669999999999982 -0.054984999999999992 -0.081924999999999984 -0.066784999999999983 -0.012939999999999998 -0.49446999999999991 0.093265000000000015 -0.52556499999999995 -0.12711499999999995 0.050935000000000008 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 20 12 -5 22 23 -12 13 17 19 21 -13 -1 -18 -14 -6 -4 -7 -3 -25 26 -21 -28 -24 -10
right_child=1 2 15 8 6 9 -8 -9 29 -11 11 16 14 -15 -16 -17 18 -19 -20 25 -22 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=0.0024171668423506199 0.0024769350965866471 0.0012019936984447714 0.00057378877253811029 0.0023898362565246351 0.0016173014288560334 0.0026233252071299336 0.0013614038151687517 0.0030165600452849513 0.0016812355328346916 0.0016604974532796464 0.0020206347494190965 0.0019785214016828623 0.0026624628545812781 0.002886615376735588 0.0022060865715971892 0.0011430329165324929 0.00054846172465390305 0.0017569803198281984 0.0012431509319367187 0.003220960152637157 0.0023196162370296568 -5.4268677897282731e-05 0.0021769623347727115 0.0011728752471889747 0.00041114016485732966 0.0020968154798208277 0.0020507988454132762 0.0025316250511593489 0.0024863874971759667 0.0010227048150240881
leaf_weight=43 76 41 76 28 20 60 47 76 47 41 26 20 544 35 108 30 20 65 182 21 69 24 273 21 39 37 34 907 91 20
leaf_count=43 76 41 76 28 20 60 47 76 47 41 26 20 544 35 108 30 20 65 182 21 69 24 273 21 39 37 34 907 91 20
internal_value=0 0.00136108 0.00122318 0.00245212 0.00139312 0.00248062 0.00188519 0.00253808 0.00175145 0.00224957 0.00120136 0.00132794 0.00251781 0.00223198 0.00254256 0.000589204 0.00124682 0.00201983 0.00117437 0.00256611 0.00216179 0.000423055 0.00230654 0.00089056 0.000677747 0.00251365 0.00252968 0.00251425 0.00225432 0.00148466
internal_weight=0 691 615 2430 485 2335 136 1870 95 465 349 248 1794 143 1651 130 222 108 202 1543 89 100 424 101 60 999 962 941 364 67
internal_count=3121 691 615 2430 485 2335 136 1870 95 465 349 248 1794 143 1651 130 222 108 202 1543 89 100 424 101 60 999 962 941 364 67
is_linear=0
shrinkage=0.00134594


Tree=1472
num_leaves=31
num_cat=0
split_feature=1 4 15 1 150 12 3 15 4 4 12 2 157 151 0 0 149 15 0 51 42 2 1 1 13 1452 4 4 475 43
split_gain=20.394 3.103 2.48693 2.46465 2.20528 2.13195 2.19331 1.91004 3.33155 2.63653 2.04026 1.50699 1.47585 1.45279 1.40945 1.69178 1.23192 1.22045 1.62246 1.35926 1.10985 1.09245 1.07284 1.03202 0.974972 0.955631 1.00069 1.25443 1.17998 0.985462
threshold=0.10920500000000001 0.27044500000000005 0.024640000000000006 0.08864000000000001 0.084680000000000019 0.087215000000000015 -0.087909999999999988 -0.0063699999999999989 -0.17966999999999997 -0.012889999999999999 0.09202500000000001 0.25063000000000007 -0.0091799999999999989 0.086470000000000005 -0.026509999999999995 -0.13843999999999998 0.07770500000000001 -0.066844999999999988 -0.06563999999999999 -0.21717499999999998 0.086665000000000006 0.099185000000000009 0.09697500000000002 0.11910500000000002 -1.0000000180025095e-35 0.087295000000000011 -0.026489999999999996 -0.016304999999999997 -0.085734999999999992 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 14 6 -5 10 21 -10 25 16 -4 20 15 -2 23 19 -19 -12 22 -9 -8 -3 -6 26 -1 -28 29 -29
right_child=1 11 12 5 24 -7 13 8 9 -11 17 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0027457207889295182 0.00077731383024854913 0.0011464826794066432 0.0032376743516972042 5.0963420718591109e-05 0.00038997400675651225 0.0019402157499955669 0.0021278567263065362 0.0025100584791116426 -0.00022753727205589887 0.0015820185158566509 0.0027042852634287557 -0.00046162013532014549 0.0021182025856765815 0.00030080219749554051 0.00075359826725921657 0.0020154757288253482 0.0018065314183477916 0.0017022435781992218 0.00029413852679008491 0.0017260128443190178 0.00062458458749402551 0.0013692368575180206 0.0013812203795615192 0.00045864370122979955 0.0015173956174318836 0.0028753126082327238 0.0013472603301037732 0.0036595298117702004 0.0020938509628937764 0.0022014096041424319
leaf_weight=57 29 66 26 28 59 180 71 55 32 38 39 24 1115 22 34 133 22 55 26 143 24 27 100 164 23 44 44 20 401 20
leaf_count=57 29 66 26 28 59 180 71 55 32 38 39 24 1115 22 34 133 22 55 26 143 24 27 100 164 23 44 44 20 401 20
internal_value=0 0.000999425 0.00198209 0.00185276 0.0013458 0.00155641 0.00127443 0.00197859 0.00149907 0.000754793 0.00206444 0.000650544 0.00214371 0.00143229 0.00161338 0.00179383 0.000756465 0.00172455 0.00125026 0.00193564 0.00155995 0.00213442 0.00169123 0.000656024 0.000706202 0.00221698 0.00216354 0.00209512 0.00216973 0.00293047
internal_weight=0 554 2567 1426 278 425 245 1001 152 70 849 276 1141 217 196 162 252 263 81 182 195 82 171 230 82 586 542 485 441 40
internal_count=3121 554 2567 1426 278 425 245 1001 152 70 849 276 1141 217 196 162 252 263 81 182 195 82 171 230 82 586 542 485 441 40
is_linear=0
shrinkage=0.00464487


Tree=1473
num_leaves=31
num_cat=0
split_feature=1 155 3 3 44 15 50 393 39 2 2 50 159 132 2 159 11 14 0 51 1 0 16 52 16 15 43 43 160 49
split_gain=16.5192 2.73454 2.14772 2.00467 1.97607 1.90975 1.77857 1.81449 1.62595 1.61752 1.60991 1.59144 1.52387 1.36019 1.31388 1.25916 1.25092 1.23261 2.40156 1.54901 1.81636 1.43391 2.82303 3.02219 2.44656 1.33447 1.20701 1.19858 1.91408 1.44867
threshold=0.10920500000000001 0.084785000000000013 0.11924500000000002 0.31370500000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.086030000000000009 0.087735000000000021 0.10731 0.11448000000000001 0.10672000000000002 -0.39962499999999995 0.10365500000000001 0.15950500000000004 0.03981500000000001 0.077290000000000011 0.08104500000000002 -0.13027499999999997 -0.030229999999999996 0.083135000000000014 -0.075934999999999989 0.083160000000000026 0.10024500000000001 -1.0000000180025095e-35 -0.040804999999999994 -0.084154999999999994 -0.081779999999999978 0.062030000000000009 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 6 7 17 10 -4 26 -8 -13 14 -5 -14 -7 18 19 -1 -21 27 24 -24 25 -23 -2 28 -20 -30
right_child=1 -3 9 13 -6 16 11 -9 -10 -11 -12 12 15 -15 -16 -17 -18 -19 21 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013943439878263386 0.00059977182780151248 0.002243228713734642 0.0016887565143818986 0.00032836810529239698 0.0030873993663438973 0.0019684768839672508 0.0025977482095767696 0.00030763765388220233 0.0005977564542754808 -0.00012533993124233864 0.00087150476150207857 0.0024281291673589034 0.0011992871894204449 0.0011257779549240167 -0.0010672408071552028 0.0024964227846751182 0.002702937395252486 0.0028387394086412058 0.0019272840562670152 0.0025383752155080756 0.0010032707542956029 0.0008332488253304924 0.0019280467141919275 1.2919783428641177e-05 -0.00038328358748546294 0.0023441955484360634 0.0018478103328036038 0.0016833497313479416 0.0023379020602097038 0.0039769832217856965
leaf_weight=21 22 35 24 50 31 1085 94 23 152 22 141 60 85 29 23 22 57 21 215 22 99 43 230 21 29 20 102 289 34 20
leaf_count=21 22 35 24 50 31 1085 94 23 152 22 141 60 85 29 23 22 57 21 215 22 99 43 230 21 29 20 102 289 34 20
internal_value=0 0.000935822 0.00185595 0.000847654 0.00187483 0.00185973 0.00173655 0.00165054 0.000996194 0.000821145 0.00122473 0.00209478 0.00181167 0.000240387 -0.000111344 0.00146599 0.00200514 0.00167956 0.00165623 0.00107211 0.00128238 0.00174828 0.00150239 0.00176782 0.000778243 0.00131291 0.00162638 0.00189943 0.00213158 0.00294497
internal_weight=0 554 2567 519 2521 2490 1348 1087 417 46 265 261 167 102 73 107 1142 1064 1043 142 121 901 343 251 92 63 124 558 269 54
internal_count=3121 554 2567 519 2521 2490 1348 1087 417 46 265 261 167 102 73 107 1142 1064 1043 142 121 901 343 251 92 63 124 558 269 54
is_linear=0
shrinkage=0.00483252


Tree=1474
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 4 2 4 1 47 52 1 2 12 131 2 3 475 1 52 3 4 160 3
split_gain=382.079 59.5318 39.9929 30.1171 21.7911 21.3448 12.934 11.0747 10.2766 10.0719 9.19507 8.48162 7.52112 6.1974 4.09658 3.67767 3.46675 4.51888 7.16964 3.72229 3.04845 4.71087 3.0444 3.76639 2.70043 2.67716 2.60499 2.46579 2.44442 2.78453
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.090050000000000005 0.40473500000000007 0.14285500000000004 0.42051500000000003 0.091195000000000012 0.10648500000000001 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.096990000000000007 0.082750000000000004 0.31358000000000003 0.090900000000000009 -0.088274999999999978 0.082005000000000008 -0.16675999999999999 1.0000000180025095e-35 -0.0070899999999999991 -0.067824999999999983 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 10 12 -5 14 27 13 -4 22 26 -12 19 -19 24 21 -14 23 -1 -18 -9 -3 -6 -15 -30
right_child=1 2 8 9 11 -7 -8 25 -10 -11 16 -13 20 28 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019990770774037077 0.0022603839152206861 0.00085058961164561286 0.0010727044539870477 0.0021219582709834147 0.002458089276197277 0.0013342445025600895 0.0013511077130629614 0.0023705816783169097 0.0012945398667398383 0.001212971211215213 0.0025600896969911894 0.001236449770448407 0.00029206701393583769 0.00087712017710926552 0.0022071677742561652 0.0015722702878092612 0.0022551465401883172 0.001189386254290934 0.0021418121798417195 0.0020770028148821918 0.00068894713711951429 -0.00046380704316275148 0.0020384338502899648 0.0024359827465394251 0.0027487390750153043 0.0029337027227874192 0.0011585807015432326 0.0019084989408423049 0.00062240134854362177 7.3074834471397268e-05
leaf_weight=37 74 100 52 34 21 41 25 20 34 63 45 32 59 22 220 23 458 21 45 261 20 20 39 1053 21 65 99 50 35 32
leaf_count=37 74 100 52 34 21 41 25 20 34 63 45 32 59 22 220 23 458 21 45 261 20 20 39 1053 21 65 99 50 35 32
internal_value=0 0.00112147 0.000980769 0.00226655 0.0013001 0.00229688 0.00231396 0.0023245 0.000602003 0.00153159 0.00230608 0.00181176 0.000503894 0.000703544 0.00237519 0.00106271 0.00219652 0.00217622 0.00183877 0.00220632 0.000219543 0.000100706 0.00240793 0.00242115 0.00227679 0.0028012 0.00100381 0.00207105 0.000487855 0.000360036
internal_weight=0 673 599 2448 325 2351 2310 2285 274 97 2200 103 240 141 1349 222 851 806 66 740 99 79 1129 1090 479 85 199 71 89 67
internal_count=3121 673 599 2448 325 2351 2310 2285 274 97 2200 103 240 141 1349 222 851 806 66 740 99 79 1129 1090 479 85 199 71 89 67
is_linear=0
shrinkage=0.00134594


Tree=1475
num_leaves=31
num_cat=0
split_feature=1 52 1 3 97 44 4 123 43 4 13 12 52 4 4 52 0 1 457 1 2 12 2 16 16 474 402 16 4 43
split_gain=15.4382 2.52139 2.24769 1.90501 1.87831 1.80607 1.67468 1.5887 1.75878 1.62912 1.60069 1.5656 2.12702 1.47101 1.77932 1.53365 1.43324 1.20415 1.1775 3.73422 1.25024 1.06184 1.29586 1.45526 1.0433 1.10657 1.03547 1.00871 1.12686 1.70377
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.11924500000000002 -0.0047149999999999996 1.0000000180025095e-35 0.042705000000000007 0.12067000000000001 0.084740000000000024 -0.010655 -0.00096999999999999983 -0.086254999999999984 -0.087769999999999987 0.056795000000000005 0.26450500000000005 -0.075329999999999994 -0.097274999999999986 0.13146500000000003 0.062030000000000009 0.093575000000000019 0.085730000000000015 0.087765000000000024 0.096540000000000015 0.13751500000000003 -1.0000000180025095e-35 0.10008000000000002 0.2506000000000001 0.41553500000000004 -0.15289999999999995 -0.05647499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 -1 6 11 8 9 10 -3 12 -6 15 -15 -11 -5 -10 21 20 -20 22 -13 -24 26 27 -23 28 29 -26
right_child=1 2 -4 16 5 -7 -8 -9 17 13 -12 18 -14 14 -16 -17 -18 -19 19 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00045735570347417014 0.0017434460164297871 0.00089015068344043102 -6.7495632303076356e-05 -1.0804513015052706e-05 0.0021960360339357502 0.0027073743350096821 0.0013514972660200006 -0.0003829601190968068 0.0024014578562929346 0.00087303205025361652 0.0021797593014326344 0.0017842326152295092 0.0005310904882427905 0.0014816434922570207 0.00057722345546251067 -0.0007024756333535309 0.0015358535706422576 0.0009329735703428459 0.0024711766571011151 -0.00044334684451270896 0.001367357751951191 0.0017521521371540326 0.0031112349861444214 0.0019131177167633804 -0.00036846539303537459 0.0021185532850190145 0.00076609857843384964 0.0018540232088471334 0.0013462951641060501 0.0014165636412104398
leaf_weight=26 50 54 62 24 21 30 361 20 23 20 28 750 49 53 195 29 22 20 25 20 92 717 31 52 20 39 21 57 189 21
leaf_count=26 50 54 62 24 21 30 361 20 23 20 28 750 49 53 195 29 22 20 25 20 92 717 31 52 20 39 21 57 189 21
internal_value=0 0.000805952 0.000712946 0.00161161 0.00162772 0.00163991 0.00162692 0.00082242 0.000879547 0.000784369 0.0013305 0.00167418 0.00103057 0.000633584 0.000770507 -5.94113e-05 0.000728902 0.00171844 0.00169633 0.00130445 0.00160322 0.00172463 0.00184166 0.00236061 0.001633 0.00142678 0.00172409 0.00133278 0.0012036 0.000545818
internal_weight=0 554 504 2567 2521 2495 2465 442 422 379 82 2104 70 297 248 49 46 43 2034 137 117 1897 833 83 1064 326 738 287 230 41
internal_count=3121 554 504 2567 2521 2495 2465 442 422 379 82 2104 70 297 248 49 46 43 2034 137 117 1897 833 83 1064 326 738 287 230 41
is_linear=0
shrinkage=0.00437696


Tree=1476
num_leaves=31
num_cat=0
split_feature=1 2 12 132 97 47 376 149 13 44 4 0 48 3 42 0 1 0 3 156 0 0 0 52 48 2 12 150 2 3
split_gain=12.6478 3.24151 1.67763 1.65649 1.63185 1.47175 1.67171 1.38242 1.34706 1.19676 1.32239 1.78802 1.34641 1.38137 1.99384 1.32692 2.72552 1.61888 1.37686 1.1612 2.31988 1.22924 1.38276 1.30775 1.01958 1.19218 0.989213 0.974034 0.958308 0.925713
threshold=0.11846000000000002 0.10672500000000001 0.086095000000000019 0.08696000000000001 -0.0047149999999999996 0.085505000000000012 0.080200000000000007 0.081720000000000015 -0.081029999999999977 1.0000000180025095e-35 -0.082249999999999976 -0.04917499999999999 0.093265000000000015 -0.15447499999999995 0.088575000000000015 -0.13455999999999999 0.085110000000000005 -0.15202999999999997 -0.012304999999999998 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10324499999999999 0.060015000000000006 -0.086869999999999989 -0.090999999999999984 -0.064509999999999984 1.0000000180025095e-35 0.090790000000000023 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 -1 7 -7 19 -3 10 12 15 13 14 -6 16 17 -12 -18 20 21 -2 -23 -24 -17 -26 28 -10 -27 -15
right_child=5 2 -4 -5 9 6 -8 -9 27 -11 11 -13 -14 29 -16 24 18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00067845009904408168 -0.00035589670228753636 0.00044514432337428196 0.0015381977443393541 -0.00031158239652210901 0.0021362370777626618 0.0014687783704997548 -0.00014702639182493317 0.0017220890634553807 0.0017074182886192978 0.0028374542137994674 0.0030377815855235765 0.00052738433432022308 0.00073630179286182597 0.0010603891740405098 0.0039891777695294974 0.0028982043839108325 -0.00048595546876646552 0.0013326762988452854 0.0010284282325752421 0.0014378396383243556 -0.001095751317643496 0.0019023295736900943 0.00015707636150666691 0.0014596335940948264 0.00064417498765030308 0.0033406506791220877 0.0017284849211850622 0.0006786366580063517 0.0017721160155150597 0.0019611208345915701
leaf_weight=37 41 56 281 25 56 85 21 20 84 27 27 35 23 32 21 20 20 32 75 22 31 20 92 26 26 20 1329 34 21 482
leaf_count=37 41 56 281 25 56 85 21 20 84 27 27 35 23 32 21 20 20 32 75 22 31 20 92 26 26 20 1329 34 21 482
internal_value=0 0.00166614 0.00128306 0.00092279 0.00174668 0.000641678 0.00114867 0.000428422 0.00110014 0.00176428 0.00175122 0.00167379 0.00195363 0.00200101 0.00264158 0.00169935 0.00124726 0.00211298 0.000709611 0.000316899 0.000199467 0.000423778 0.000655421 0.00044408 0.00174851 0.00173204 0.00175269 0.00141099 0.00253725 0.00190504
internal_weight=0 2763 480 199 2283 358 106 252 174 2246 2219 1605 614 591 77 1570 154 59 95 232 210 179 138 118 1416 1396 1370 118 41 514
internal_count=3121 2763 480 199 2283 358 106 252 174 2246 2219 1605 614 591 77 1570 154 59 95 232 210 179 138 118 1416 1396 1370 118 41 514
is_linear=0
shrinkage=0.00512831


Tree=1477
num_leaves=31
num_cat=0
split_feature=1 2 2 13 106 3 12 130 4 147 52 33 1 156 484 15 48 52 1446 159 34 2 12 148 160 150 13 156 41 15
split_gain=10.2447 2.62562 1.49037 1.71131 1.42252 1.22697 1.4077 1.21121 1.45849 0.987875 1.55976 1.14237 0.981668 1.41272 1.10679 0.983983 1.00335 1.82452 1.12528 0.926412 0.883276 1.51024 0.863622 0.928586 0.805434 0.79312 0.725503 0.703633 0.671151 0.798733
threshold=0.11846000000000002 0.10672500000000001 0.15609500000000001 -0.08971999999999998 0.086340000000000014 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 -0.033174999999999989 0.089365000000000014 -1.0000000180025095e-35 0.082285000000000011 0.095695000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15914499999999995 0.088875000000000023 0.31299000000000005 0.11018500000000002 0.097885000000000014 -0.021334999999999996 0.13501500000000002 -0.086254999999999984 -0.043434999999999994 0.083670000000000008 0.087675000000000017 -0.52014499999999986 -0.031569999999999994 0.077300000000000021 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 28 9 7 -7 -2 -9 11 -11 12 15 14 -14 -1 18 -18 -17 26 -10 -22 -5 -24 -16 27 -8 -25 29 -3
right_child=5 2 -4 22 -6 6 19 8 20 10 -12 -13 13 -15 24 16 17 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023129152584840419 -0.00019329565250423669 0.00069596367113699967 -0.00022001434922921888 0.00049168482859572398 0.00038690452246286158 0.00095040004642030836 -0.00010111667437835581 0.0019634480254387366 1.4459036288967726e-05 0.0016974776730257343 -0.00011309545401058808 0.0028789072894958999 0.0018523923569836792 0.0022924390281453509 0.0011687956846002038 0.0016634735483791326 0.0014634351447780271 -0.00017358284680445303 0.0025984438829245956 0.00050287740224667758 0.0013116590456944965 0.00027054764177895382 0.00053157065890935826 0.0023976659607149653 0.00032073922569494408 0.0025503459787195996 -0.0014776679379725859 0.0014046615656212833 0.0013015223665579375 -0.00057411694763903046
leaf_weight=62 31 42 20 27 26 34 20 31 37 30 23 20 52 36 143 1630 165 21 36 22 99 62 27 21 39 20 22 278 25 20
leaf_count=62 31 42 20 27 26 34 20 31 37 30 23 20 52 36 143 1630 165 21 36 22 99 62 27 21 39 20 22 278 25 20
internal_value=0 0.00152952 0.00117785 0.00123863 0.00160346 0.000589061 9.0264e-05 0.000777069 0.000908428 0.00161747 0.000911757 0.00163444 0.00162304 0.00132777 0.00117936 0.0016647 0.001643 0.00127861 0.00168368 -0.000366683 0.000743248 0.000910734 0.00139271 0.00146302 0.000987069 0.00154186 -0.000822167 0.0014744 0.000578002 0.00028626
internal_weight=0 2763 480 460 2283 358 98 260 229 2257 53 2204 2184 270 234 1914 1852 186 1666 64 198 161 373 346 182 319 42 299 87 62
internal_count=3121 2763 480 460 2283 358 98 260 229 2257 53 2204 2184 270 234 1914 1852 186 1666 64 198 161 373 346 182 319 42 299 87 62
is_linear=0
shrinkage=0.00523088


Tree=1478
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 2 4 4 4 4 3 47 2 0 0 2 0 12 0 40 457 2 52 4 4 0 3 43 2
split_gain=364.959 43.9962 36.7155 28.2295 22.5131 13.855 12.9803 11.6944 11.3521 11.3425 9.57595 8.59244 8.38546 6.65147 8.34906 6.2451 5.60896 5.37444 5.29646 5.14764 4.70213 4.63519 4.07958 3.81838 3.75363 3.90048 3.60813 3.58485 3.57673 7.57141
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.17025000000000004 -0.0070899999999999991 -0.17966999999999997 0.40945500000000007 0.033845000000000007 0.30112000000000005 0.077555000000000013 0.10444500000000002 -0.07384499999999998 -0.14832499999999996 0.113445 -0.074479999999999977 0.13597000000000004 -0.13027499999999997 -0.0061149999999999998 0.045365000000000009 0.11411 -1.0000000180025095e-35 -0.064054999999999987 -1.0000000180025095e-35 -0.097024999999999986 -0.20241999999999996 -0.08076499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 12 15 9 -5 -6 11 17 20 16 14 21 -4 24 26 27 -17 -3 -10 -9 -15 -1 -26 -7 -19 -2 -30
right_child=1 6 5 7 8 10 -8 22 13 -11 -12 -13 -14 23 -16 19 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0025926840140737717 0.0009139969062259281 0.0010637051481706835 0.0030469950747157768 0.0026226191231638065 0.0025018447161141736 0.002914839746162589 0.00025318152016254753 0.0019910127215192349 0.0022533299517752061 0.00072376994277558837 0.0020639017875324849 0.00057379100017523866 0.0030370358963067432 0.00084935805960164765 0.0012433166640365607 0.0018910186600788082 0.0015842961330541838 0.0026861553752908799 0.0016651972578439961 0.0025638925347285131 0.0017516242859462342 0.0016364321033932824 0.001329035917415183 0.001522346451385146 0.0017365906652754295 0.0023558879747213012 0.0024760652654229527 0.0022768775019706487 0.0019656972341141402 0.0011911206393133594
leaf_weight=63 44 27 48 46 31 37 54 48 57 132 171 22 29 24 35 21 20 45 23 1072 54 36 26 42 27 58 412 280 29 108
leaf_count=63 44 27 48 46 31 37 54 48 57 132 171 22 29 24 35 21 20 45 23 1072 54 36 26 42 27 58 412 280 29 108
internal_value=0 0.00122333 0.00239884 0.00158348 0.00203644 0.00247135 0.000848237 0.0020897 0.00174555 0.000984974 0.00235291 0.00131972 0.00236867 0.00162469 0.00180365 0.00257183 0.0022533 0.00241492 0.00228937 0.00255096 0.00152232 0.00201453 0.00175843 0.00127762 0.00234371 0.00215917 0.00251222 0.00233355 0.00124786 0.00135508
internal_weight=0 590 2531 301 422 2109 289 120 225 235 968 103 197 194 128 1141 168 797 348 1093 81 93 74 66 148 85 449 325 181 137
internal_count=3121 590 2531 301 422 2109 289 120 225 235 968 103 197 194 128 1141 168 797 348 1093 81 93 74 66 148 85 449 325 181 137
is_linear=0
shrinkage=0.00134594


Tree=1479
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 1 2 4 14 0 15 0 49 0 4 50 16 15 4 12 40 1 1 11 1 43 1
split_gain=399.488 65.6755 33.1092 29.8079 22.8729 18.7621 16.4135 13.2523 10.7566 10.7243 8.92572 8.43319 6.72161 8.11639 7.88499 6.60126 6.43173 5.38685 4.73334 4.5127 5.82073 3.96511 5.67952 3.75245 3.32058 3.30577 3.25182 3.1856 3.14112 3.12068
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13913500000000004 0.40124500000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 -0.054984999999999992 -0.14832499999999996 -0.15289999999999995 0.041865000000000006 -0.10850999999999998 -0.048699999999999993 -0.49013999999999996 0.08401500000000002 -0.078554999999999986 0.13265500000000002 0.13075500000000004 1.0000000180025095e-35 0.122715 -0.11008499999999999 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 23 29 -4 11 16 12 13 -1 -14 -2 -7 -9 -6 -18 -21 28 -23 -3 -19 -5 -13 -17 -16 -8
right_child=1 4 8 25 18 10 7 17 -10 -11 -12 26 14 -15 21 27 19 24 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026268083199759628 0.0013318091632789717 0.0007340983907174073 0.0020301099305703322 0.001156290379983864 7.4837368154792935e-05 0.0025896344481972393 0.0019207919374648057 0.0015805795071369543 0.0011091520350487525 0.0013043657537087036 0.0011667903275952311 0.0022802493999063132 0.0023386089320345744 0.0016637721510019557 0.0018886996173223831 0.0022011206646380334 0.0020787351264367369 0.00093103341370651984 0.00071822943686196004 0.0018646183367551396 0.0010860800578445678 0.00162320003896939 0.0021465333541930646 0.0002113070272466173 0.00039030176429506058 0.00057683360872477513 0.0028695617199125932 0.0016357869274423197 0.002458845445556346 0.0012639006177629227
leaf_weight=20 23 45 34 60 85 28 34 20 63 20 25 23 1191 64 20 100 150 141 26 102 20 39 487 51 23 24 56 21 106 20
leaf_count=20 23 45 34 60 85 28 34 20 63 20 25 23 1191 64 20 100 150 141 26 102 20 39 487 51 23 24 56 21 106 20
internal_value=0 0.00103954 0.00218746 0.00161542 0.000744484 0.00221863 0.000916947 0.00110273 0.00143196 0.00226585 0.00192432 0.00227543 0.00225811 0.00189307 0.00227475 0.00197983 0.00198744 0.000934045 0.000225542 0.00192545 0.00173699 0.0021581 0.00210773 0.000456365 0.000855199 0.000990731 0.00269799 0.002103 0.00236835 0.0016775
internal_weight=0 673 2448 228 445 2351 334 238 97 2026 325 2006 1927 84 1843 144 300 184 111 272 122 652 526 96 164 84 79 121 126 54
internal_count=3121 673 2448 228 445 2351 334 238 97 2026 325 2006 1927 84 1843 144 300 184 111 272 122 652 526 96 164 84 79 121 126 54
is_linear=0
shrinkage=0.00131955


Tree=1480
num_leaves=31
num_cat=0
split_feature=1 4 159 15 49 1 474 15 11 151 0 4 16 52 2 2 157 4 52 15 16 160 43 484 49 47 2 4 43 0
split_gain=11.7184 2.11117 1.60419 1.60332 1.44735 1.44165 1.39166 1.35217 2.49988 1.61977 1.96 2.00201 1.66107 1.33248 1.31109 1.28033 1.26736 1.24454 1.20248 1.12072 1.9664 1.92182 1.26415 1.11422 1.10594 1.25599 0.950483 1.60131 2.24073 1.37118
threshold=0.10920500000000001 0.27287000000000006 0.082585000000000006 0.024640000000000006 0.14321000000000003 0.08864000000000001 0.105645 -0.11033999999999998 0.077695000000000014 -0.085164999999999977 -0.10836499999999999 0.076415000000000025 -0.015314999999999997 0.42957000000000006 0.11389000000000002 0.25063000000000007 -0.0091799999999999989 -0.49013999999999996 -0.088204999999999992 -0.010414999999999999 0.0057500000000000008 -1.0000000180025095e-35 -0.072534999999999988 -0.051889999999999999 -0.067649999999999988 0.11939500000000002 0.091265000000000013 0.36766000000000004 -0.080324999999999994 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 24 7 13 -1 9 12 11 -11 -9 14 18 -3 -5 -12 -7 22 21 -21 -19 -20 -2 -26 29 28 -28 -25
right_child=1 15 -4 16 -6 6 -8 8 -10 10 17 -13 -14 -15 -16 -17 -18 19 23 20 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0019707071980418311 0.00082483233441570092 0.00057200531945670284 0.00044871616848114043 0.0027784851514455382 0.0001042095703210502 0.0015706741223786432 0.0023934683705260171 0.0032631056949796369 -0.00012507403923699107 -0.00053974502692550404 0.0022142390141545137 0.0015188388390986263 0.0017759383844780882 0.0022987635814030786 6.9691565884574857e-05 -0.00061967153640516413 0.0016775998282661313 0.0017051740465130428 0.0020695094629667684 0.00061951622701757636 1.5313193570229768e-05 0.0023017559239202913 0.0011696216999444956 0.0013500078481460422 0.0020040166623842429 0.00097351807586493243 0.00094355983832646831 0.0014673816747040218 -0.00097791671151262823 -1.1692923765153821e-06
leaf_weight=161 51 251 73 26 22 116 23 22 23 24 54 22 107 23 29 24 1115 328 20 33 35 33 159 107 91 42 30 26 29 22
leaf_count=161 51 251 73 26 22 116 23 22 23 24 54 22 107 23 29 24 1115 328 20 33 35 33 159 107 91 42 30 26 29 22
internal_value=0 0.000774494 0.00107659 0.00156497 0.00129909 0.00145478 0.00121425 0.0015569 0.00147758 0.0015227 0.00142767 0.000444795 0.00202956 0.00114678 0.00107687 0.000468004 0.00170269 0.00149809 0.00116032 0.00143232 0.000959782 0.00146064 0.00153032 0.000956899 0.00144196 0.0016786 0.000852917 0.000448225 -8.94737e-07 0.00111957
internal_weight=0 554 279 2567 206 1426 425 1001 840 817 688 46 129 402 379 275 1141 642 350 588 101 66 487 234 184 133 214 85 59 129
internal_count=3121 554 279 2567 206 1426 425 1001 840 817 688 46 129 402 379 275 1141 642 350 588 101 66 487 234 184 133 214 85 59 129
is_linear=0
shrinkage=0.00492917


Tree=1481
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 11 2 1 4 2 47 12 2 13 130 160 16 4 49 1 3 3 15 3 159 3 15 2 156
split_gain=240.123 39.4715 24.0637 18.9561 17.8693 13.3057 10.636 10.6081 8.26676 8.16341 6.26659 5.76696 4.00287 3.9206 3.38559 4.73299 9.09543 4.87826 2.94022 2.93129 2.80231 4.93217 2.62411 2.45103 2.95025 2.25152 2.52352 2.34453 2.22054 2.21538
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 1.0000000180025095e-35 0.092120000000000021 0.09253500000000002 0.40473500000000007 0.13712500000000002 0.13082500000000002 0.09320500000000001 0.094835000000000017 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.016164999999999995 -0.49405499999999997 0.088340000000000016 0.080270000000000022 -0.10831999999999999 -0.11171999999999999 -0.41396999999999995 0.31534000000000006 0.0089800000000000019 -0.076969999999999997 0.040760000000000005 0.087675000000000017 0.09747500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 14 6 7 20 13 -6 22 23 -8 -1 -3 -16 -17 -18 -14 -15 -5 -22 -9 -4 -25 26 -24 29 -23 -28
right_child=1 2 11 5 9 -7 12 10 -10 -11 -12 -13 18 19 15 16 17 -19 -20 -21 21 28 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0026196554347698237 0.0023531712220965372 0.0010531488880772531 0.00079849654875807175 0.0024723329490470083 0.0021323768847062016 0.001137964089937161 0.002981766911026168 0.0018682502885784135 0.0014125276462173288 0.0013035392684365714 0.0015951520690371463 0.0014562687746703235 0.0020911960249208475 0.0014954770511477235 0.00069318597776429241 0.002209032715519958 0.0014476447052188973 0.00060407750943919001 0.0028192204582051235 0.002225773421813093 0.0015954228313622481 0.0023915716592463059 0.0023338901801006548 0.0006682996821436208 3.6072449722386938e-05 0.002488987240544444 0.001919371192999584 0.0022886427214778202 0.0019899044343076179 0.0024203003263678679
leaf_weight=26 76 175 87 967 86 20 88 43 67 40 38 22 26 23 20 30 63 21 25 28 20 452 229 43 28 82 131 107 34 24
leaf_count=26 76 175 87 967 86 20 88 43 67 40 38 22 26 23 20 30 63 21 25 28 20 452 229 43 28 82 131 107 34 24
internal_value=0 0.00132264 0.00119529 0.00233526 0.00138816 0.00236887 0.00237973 0.00235318 0.00180186 0.00186925 0.00219254 0.000729189 0.00278595 0.00214063 0.00119198 0.0013733 0.00149262 0.00123675 0.00244807 0.00189642 0.00242451 0.00233311 0.00222939 0.00062795 0.000418971 0.00225649 0.00221766 0.00211607 0.00236347 0.00199693
internal_weight=0 691 615 2430 435 2286 2266 2127 144 126 654 180 139 77 309 134 114 84 51 51 1473 506 616 158 71 573 491 262 486 155
internal_count=3121 691 615 2430 435 2286 2266 2127 144 126 654 180 139 77 309 134 114 84 51 51 1473 506 616 158 71 573 491 262 486 155
is_linear=0
shrinkage=0.00151575


Tree=1482
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 2 4 1 1 1 457 1 0 14 1 1 1 4 0 3 43 2 0 15 43 1 0 4
split_gain=439.631 55.0632 43.1066 35.1555 28.5937 22.75 16.304 13.5885 13.1598 11.5194 8.42222 7.77737 6.67595 9.98077 6.23775 5.45889 5.24828 5.01801 4.70207 4.60023 4.41792 4.41643 4.10447 9.11136 4.10407 3.88447 3.80631 3.6813 3.43188 4.56585
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.091265000000000013 0.26790000000000008 0.077845000000000011 0.087135000000000004 0.13559000000000002 0.080930000000000016 0.084525000000000003 -0.066089999999999996 0.062655000000000016 1.0000000180025095e-35 0.14089500000000002 0.089770000000000016 -0.0070899999999999991 0.034820000000000011 0.013900000000000001 -0.079914999999999986 0.11177500000000001 -0.072269999999999987 -0.13578499999999996 -0.079914999999999986 0.16540500000000002 -0.030209999999999997 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 5 7 11 10 19 -4 15 25 16 -14 21 -1 28 -8 -18 -5 -20 -12 24 -24 -2 -3 -11 -13 29 -9
right_child=1 6 9 8 -6 -7 17 12 -10 26 14 27 13 -15 -16 -17 18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031972179659250162 0.0007569151560930219 0.0010635591553782569 0.0029108174608845688 0.0032423005115320403 0.0018807650478589281 0.0019772152704487147 0.0023347097173433552 0.0030245778099995948 0.0018059680640617325 0.0020175289395496518 0.0030648792206658592 0.00088405540607041429 0.0030452953683413686 0.00167270743999085 0.0022749879233584184 0.0036603620915402688 0.0036213306510647749 0.0013718894655071734 0.0027100165632018077 0.0025833797897745147 0.0032874674266071264 0.002455186762728421 0.0024960665761090649 0.0015597773531987086 0.0016147794001897793 0.0016870497026948118 0.0013106551106536609 0.0002410322616864461 0.0025211296309390215 0.0027531369086359714
leaf_weight=1032 20 48 28 46 45 41 27 352 30 61 382 134 23 22 25 57 40 20 49 44 66 27 28 104 29 38 22 22 49 210
leaf_count=1032 20 48 28 46 45 41 27 352 30 61 382 134 23 22 25 57 40 20 49 44 66 27 28 104 29 38 22 22 49 210
internal_value=0 0.00159401 0.00299053 0.00203012 0.00303125 0.00305305 0.00113979 0.00307195 0.00264161 0.00210276 0.00315307 0.000987293 0.00291961 0.00237425 0.00298145 0.00322146 0.00295165 0.001925 0.00319108 0.00292016 0.00304142 0.00302463 0.00162472 0.00175838 0.00126463 0.00133905 0.00183016 0.000793373 0.00289091 0.00292315
internal_weight=0 590 2531 301 2420 2375 289 2334 120 111 1523 242 811 45 434 1089 766 47 155 90 115 409 181 132 49 86 83 156 611 562
internal_count=3121 590 2531 301 2420 2375 289 2334 120 111 1523 242 811 45 434 1089 766 47 155 90 115 409 181 132 49 86 83 156 611 562
is_linear=0
shrinkage=0.00145689


Tree=1483
num_leaves=31
num_cat=0
split_feature=1 1 4 9 3 124 40 0 44 4 1 49 15 160 12 12 0 48 48 43 131 1 14 43 1429 2 151 131 41 16
split_gain=12.9283 2.14375 1.84483 1.64224 1.68453 1.58558 1.42575 1.42504 1.34748 1.41267 1.68661 1.26228 1.3922 1.58646 1.44671 1.25695 1.43125 1.24456 1.28807 1.20172 1.2777 1.29224 1.22101 1.15771 1.37451 1.28287 1.08951 0.935093 0.934344 0.929468
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 -1.0000000180025095e-35 0.11924500000000002 -0.063929999999999987 0.051255000000000002 -0.10836499999999999 1.0000000180025095e-35 -0.072334999999999997 0.098700000000000024 -0.032624999999999994 -0.30407999999999996 -1.0000000180025095e-35 -0.07415999999999999 0.11527000000000001 -0.14226499999999997 0.092475000000000016 0.078735000000000013 -0.079734999999999986 0.096070000000000016 0.11212500000000002 -0.46166999999999997 -0.073404999999999984 0.084855000000000014 0.090790000000000023 -0.087374999999999994 1.0000000180025095e-35 0.07882500000000002 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 6 -2 8 -6 9 15 23 -3 13 -13 -15 16 28 18 -18 -4 21 -21 -23 -11 25 -25 -12 29 -5 -27
right_child=1 11 19 4 7 -7 -8 -9 -10 10 26 12 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00061527005444971525 0.00055617746315823424 -0.00071088443147887819 0.00025696038471049391 0.0037388861281537193 -0.00029753568333531599 0.0022753405320622374 0.00067597045407681393 0.0017940020129129607 0.003277882248000939 0.0021236742381468381 0.00018642972031029169 0.0011932386696625863 0.0015542621782141366 -0.001383257822546907 0.00051525351465885711 0.00072008808153705718 0.0021600242116416738 0.00086091734399933195 0.0036351619284057646 0.0022760241695433505 0.0024391792477886261 0.002045103024422801 0.00063618182506544445 0.0021877731012910156 0.00063138468003136881 0.0023687340006916698 0.0015296433967269733 0.002700906215094083 0.0022015712817135889 0.0013519813278675614
leaf_weight=30 24 28 62 34 20 83 27 26 30 696 26 38 42 26 30 20 940 25 21 25 25 25 146 212 35 36 108 24 23 234
leaf_count=30 24 28 62 34 20 83 27 26 30 696 26 38 42 26 30 20 940 25 21 25 25 25 146 212 35 36 108 24 23 234
internal_value=0 0.000993201 0.00123083 0.00198546 0.00200166 0.00188973 0.00202229 0.000884638 0.00203704 0.00202175 0.00189678 0.000428111 0.00066261 0.000264212 -0.000366198 0.00218292 0.00221097 0.0021585 0.00219226 0.000981702 0.00118502 0.00102505 0.000842164 0.00196479 0.00176038 0.00183847 0.00126902 0.0015866 0.00311857 0.00148755
internal_weight=0 554 390 2567 2537 107 2491 46 2464 2434 1371 164 136 94 56 1063 1043 986 961 283 221 196 171 1237 541 506 134 294 57 270
internal_count=3121 554 390 2567 2537 107 2491 46 2464 2434 1371 164 136 94 56 1063 1043 986 961 283 221 196 171 1237 541 506 134 294 57 270
is_linear=0
shrinkage=0.00589082


Tree=1484
num_leaves=31
num_cat=0
split_feature=1 2 12 16 15 106 13 4 3 12 130 4 14 15 14 0 3 49 1429 0 4 4 16 48 3 402 1375 16 2 34
split_gain=10.4852 2.78603 1.47795 1.42353 1.82472 1.41748 1.29023 1.65628 1.27146 1.37862 1.13293 1.21588 1.08088 0.977469 0.92338 1.47183 1.62961 0.918972 0.897691 1.05179 1.8329 2.41867 1.76808 1.5348 1.42256 1.30184 0.887476 0.884911 0.876711 1.41969
threshold=0.11846000000000002 0.10672500000000001 0.086095000000000019 -0.013324999999999998 -0.016799999999999995 0.086340000000000014 -0.080759999999999985 0.27287000000000006 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 -0.033174999999999989 0.076975000000000002 0.089295000000000013 -0.24175999999999997 -0.13455999999999999 -0.080289999999999986 -1.0000000180025095e-35 -0.086994999999999989 -0.076579999999999995 -0.39518999999999993 -0.14098499999999997 -0.082404999999999992 0.089830000000000007 -0.13927999999999999 0.091090000000000018 -1.0000000180025095e-35 0.052820000000000013 0.14122000000000004 -0.021334999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 27 12 -3 -8 10 -10 -2 -12 14 -14 -1 16 -16 -9 -17 -20 23 -22 -23 24 -21 -24 -18 -5 29 -13
right_child=8 2 -4 4 -6 -7 7 17 9 -11 11 28 13 -15 15 18 26 -19 19 20 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025844099046769264 -0.00013785481249066692 0.00051617133593810118 0.0013813099534780843 0.00020519353138708396 -0.00066149906070838132 0.0004006872287076541 0.002694030173767104 0.00035433174372758786 0.00091033972203961161 -0.00034245658632767938 0.0018121718136542171 6.5234321942799506e-05 0.002622346781253327 0.0015379348309708851 -0.00023314785004480092 0.0023303897362421714 0.00033612244014041002 0.0017186568556053841 0.001634217510150183 0.0029269664284193157 -0.00037418785127325805 0.00012252134531318384 0.0013117376757463082 0.00062542496072923257 0.0017029052003362743 0.0026428979428569513 0.0014683492024417939 0.0015852699976174477 0.0001244407615239965 0.0011962966350034074
leaf_weight=22 31 48 281 23 31 26 23 24 34 64 31 37 47 38 21 40 21 26 1500 36 24 30 260 21 72 20 105 24 45 116
leaf_count=22 31 48 281 23 31 26 23 24 34 64 31 37 47 38 21 40 21 26 1500 36 24 30 260 21 72 20 105 24 45 116
internal_value=0 0.00149472 0.00114653 0.000815012 0.000285378 0.00156792 0.00115643 0.00157742 0.000580229 9.2187e-05 0.000764184 0.000886294 0.00158137 0.00213755 0.0015596 0.00154912 0.00106353 0.00106378 0.00158475 0.00156956 0.00136008 0.00116349 0.00128253 0.0018691 0.00211093 0.00140682 0.00127964 0.000909913 0.000741333 0.000922772
internal_weight=0 2763 480 199 78 2283 121 73 358 98 260 229 2257 85 2172 2150 147 50 2003 1963 463 334 310 129 108 280 126 47 198 153
internal_count=3121 2763 480 199 78 2283 121 73 358 98 260 229 2257 85 2172 2150 147 50 2003 1963 463 334 310 129 108 280 126 47 198 153
is_linear=0
shrinkage=0.00502775


Tree=1485
num_leaves=31
num_cat=0
split_feature=1 2 11 2 11 2 13 151 151 0 12 47 402 0 10 3 10 52 14 49 0 3 400 4 4 49 1424 4 52 1446
split_gain=8.49303 2.34416 1.56067 1.76573 1.61247 1.4041 1.39938 1.43553 1.57291 1.2708 1.14249 1.07574 1.36398 1.36114 1.32125 1.54193 1.46061 1.05509 1.33447 1.03749 0.912743 1.17129 0.851524 0.848213 0.834242 0.813943 0.805388 0.833287 1.54597 1.02421
threshold=0.11846000000000002 0.098630000000000009 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 0.15609500000000001 -0.08971999999999998 -0.098364999999999994 -0.086654999999999982 -0.22491999999999998 -0.086254999999999984 0.085505000000000012 0.09388500000000001 -0.040504999999999992 -0.079859999999999987 -0.13309499999999996 -0.3960249999999999 -0.065544999999999978 -0.10708499999999999 0.11560500000000001 -0.07384499999999998 -0.014944999999999998 1.0000000180025095e-35 0.26790000000000008 0.022185000000000003 0.10440000000000001 1.0000000180025095e-35 -0.082249999999999976 0.11277500000000001 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 -4 6 -3 -8 -9 -10 -11 12 14 24 16 -16 -2 -17 -19 -12 -1 -22 26 -20 -13 -26 27 28 -5 -29
right_child=11 5 4 22 -6 -7 7 8 9 10 19 13 -14 -15 15 17 -18 18 23 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0010724983212493694 0.00042632829232375745 0.00047031915434725104 0.0023781362260915286 0.0012558953748249019 0.0011602680999446683 -0.0001635485209897648 0.0017332020466969363 -0.00015852012251034293 0.00025841046331224462 0.00032782289337676495 0.001100961764610899 0.001591448242187781 -0.00066946152785659263 -0.00015087769190019629 0.0014794633659525518 -0.00019853264769930192 -0.0010124918941858583 0.0013146275378681459 0.00089321641779050896 0.00055164949603064926 0.00069110032301876998 -0.00044395601788884537 0.0015807090218181365 0.00012996154522832605 0.0010602537263753851 0.0001794960797709492 0.0018372602205744351 0.00098363940154817722 0.00026340651274555168 0.0013205249708529354
leaf_weight=29 21 112 27 451 38 20 31 20 38 36 402 21 21 21 20 38 20 25 29 57 33 22 50 78 39 25 20 1206 24 147
leaf_count=29 21 112 27 451 38 20 31 20 38 36 402 21 21 21 20 38 20 25 29 57 33 22 50 78 39 25 20 1206 24 147
internal_value=0 0.00101953 0.00108517 0.00106611 0.00166615 0.000831865 0.000860469 0.000935292 0.000890563 0.000929928 0.000981479 0.000395767 0.000260299 0.000717823 0.000344823 0.000478689 -0.000275535 0.000360951 0.000522015 0.00103275 0.000525497 0.000237078 0.00109004 0.000336825 0.000932444 0.000716208 0.00107677 0.00106844 0.00120575 0.00102024
internal_weight=0 2763 2047 1982 65 716 696 584 553 533 495 358 252 106 231 190 41 170 132 459 84 55 1898 107 85 64 1848 1828 475 1353
internal_count=3121 2763 2047 1982 65 716 696 584 553 533 495 358 252 106 231 190 41 170 132 459 84 55 1898 107 85 64 1848 1828 475 1353
is_linear=0
shrinkage=0.00381041


Tree=1486
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 2 47 4 2 4 12 15 1 4 1 12 12 131 2 0 160 3 4 47 0 150
split_gain=503.291 83.0855 47.7932 39.6064 32.162 27.3458 20.6303 17.3711 17.0303 15.0107 14.6627 10.3146 10.1709 10.0606 5.82429 5.82257 4.82978 8.44475 4.66095 4.73351 4.12247 4.04442 5.65718 3.91549 3.87092 3.56273 3.48431 3.44746 4.57017 3.75027
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.09320500000000001 -0.086849999999999997 0.088975000000000012 -0.087894999999999987 0.086920000000000011 0.082480000000000012 0.095780000000000018 0.082750000000000004 0.31358000000000003 -0.23091999999999999 -1.0000000180025095e-35 -0.10831999999999999 -0.0024449999999999997 0.090100000000000013 -0.23091999999999999 0.11648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 27 6 8 15 9 18 12 -6 13 -4 -10 -1 20 -18 23 -20 25 22 -14 -5 -15 -11 -22 28 -3 -30
right_child=1 2 10 5 11 -7 -8 -9 14 16 -12 -13 21 24 -16 -17 17 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0028045710232000977 0.0026886964501080038 0.0017309084388675989 0.0015216814400602935 0.0034055327350349918 0.0024359619714593712 0.0011992192720923452 0.001773412348147863 0.0015241031495967197 0.0033747834006949786 0.0022743231476592858 0.0016145894037609791 0.0015662591658244618 0.00049183954957192767 0.001191443581284335 0.0028253328142590298 0.0020915770230130696 0.002757732870033051 0.0017719029818151042 0.0022660682899988478 0.0027209661932215698 0.0025824330896120329 0.00094152448204590873 -0.00030431754824836681 0.0028268500936998267 0.00060555077351064307 0.0027115241263665178 0.0022928369305354936 0.0017039070509847318 0.0012368113863546002 0.00064066593102270273
leaf_weight=36 76 28 39 20 74 20 38 67 88 34 37 33 59 25 51 41 26 33 43 349 189 20 20 907 77 378 110 32 151 20
leaf_count=36 76 28 39 20 74 20 38 67 88 34 37 33 59 25 51 41 26 33 43 349 189 20 20 907 77 378 110 32 151 20
internal_value=0 0.00141261 0.00125491 0.00266385 0.00158139 0.0027053 0.00271859 0.00200579 0.00273471 0.00270554 0.00085654 0.00216774 0.000739674 0.00096283 0.00317319 0.00242492 0.00256201 0.00220634 0.00278933 0.00267107 0.00259153 0.000421845 0.000290281 0.00283934 0.000749152 0.00267544 0.00247589 0.00130979 0.00124642 0.00116709
internal_weight=0 691 615 2430 338 2286 2266 144 2228 2089 277 107 240 141 139 77 770 59 1319 392 711 99 79 927 102 412 299 231 199 171
internal_count=3121 691 615 2430 338 2286 2266 144 2228 2089 277 107 240 141 139 77 770 59 1319 392 711 99 79 927 102 412 299 231 199 171
is_linear=0
shrinkage=0.00129368


Tree=1487
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 15 3 43 0 4 0 12 52 2 2 11 50 1 4 16 52 0 4 15 2 15 4 3
split_gain=271.661 33.6066 28.4508 18.9859 16.8441 14.8753 10.8081 8.35934 8.27296 13.3178 7.48899 6.8985 6.69697 6.38117 5.20571 5.83793 5.09026 4.86436 3.94662 3.77222 3.65 3.77976 3.40937 4.20203 3.34114 8.79824 3.72682 3.3189 3.00883 2.72685
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.053180000000000012 0.024640000000000006 0.30112000000000005 -0.04890499999999999 -0.079119999999999982 0.024790000000000003 -0.23194499999999998 0.13597000000000004 0.08257500000000001 0.10252500000000002 0.11510000000000002 1.0000000180025095e-35 0.041865000000000006 0.122715 0.27834500000000006 -0.44310499999999992 -0.088204999999999992 -0.068189999999999987 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.089964999999999976 -0.008819999999999998 -0.23446499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 12 8 10 14 9 -3 17 -11 -1 29 15 22 -13 -4 27 28 21 -8 -6 -24 26 -26 -14 -7 -2 -12
right_child=1 5 6 -5 7 18 20 -9 -10 11 13 16 24 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0027064369874823615 0.0022454464727999688 0.00089242404619098697 0.0022063437697592194 0.0010686254969272863 0.0020262446994546135 0.0005110230924252029 0.0021862480634116995 0.0023009442634989328 0.00068411076547538298 0.0021170962895202408 0.0023364483158438863 0.0016823409480233025 0.0023471793494446872 0.0014130353495574127 0.0020586489326630888 0.0011200868571083476 0.0010504310791257887 0.0025527245511430094 0.00094520247531549911 0.0015027350301858218 0.0013788787774235125 0.0018234731909165969 0.0016260788265674998 0.00097349182717135923 0.0020336016634450332 0.0011788683820840088 0.0017046340948918505 -8.3196609715076788e-05 0.0017581829330756064 0.002051031483990324
leaf_weight=22 47 126 1190 74 22 54 66 21 74 23 60 37 53 24 21 75 46 69 23 29 21 154 65 21 76 26 20 21 36 525
leaf_count=22 47 126 1190 74 22 54 66 21 74 23 60 37 53 24 21 75 46 69 23 29 21 154 65 21 76 26 20 21 36 525
internal_value=0 0.00112103 0.00207671 0.00156714 0.0017761 0.000915636 0.00213686 0.00153899 0.00105336 0.00117114 0.00216947 0.00150245 0.0020469 0.00205401 0.00146056 0.00139193 0.00133213 0.00222533 0.00048559 0.00189652 0.00188408 0.00193231 0.0015807 0.00146673 0.00196399 0.00181573 0.00217114 0.000344642 0.0020341 0.00208031
internal_weight=0 590 2531 186 422 404 2109 225 306 232 1868 106 197 609 204 183 83 1259 98 112 241 220 108 86 175 102 73 75 83 585
internal_count=3121 590 2531 186 422 404 2109 225 306 232 1868 106 197 609 204 183 83 1259 98 112 241 220 108 86 175 102 73 75 83 585
is_linear=0
shrinkage=0.00126831


Tree=1488
num_leaves=31
num_cat=0
split_feature=1 4 376 2 10 3 40 0 149 49 0 15 44 153 13 12 16 16 4 15 1 484 52 2 4 43 3 15 1212 34
split_gain=10.2225 1.95386 1.48257 1.78223 1.43977 1.32951 1.22983 1.20167 1.11843 1.109 1.75257 1.69047 1.04702 1.17209 1.06386 1.00836 0.951406 0.94768 1.53937 1.50921 0.846958 1.12584 1.49629 1.2614 1.00778 0.941618 1.61894 0.894771 0.849155 0.83114
threshold=0.10920500000000001 0.27044500000000005 0.083705000000000016 1.0000000180025095e-35 -0.089679999999999982 0.11924500000000002 0.051255000000000002 -0.10836499999999999 0.07770500000000001 -0.0072499999999999986 -0.10474999999999998 -0.41396999999999995 1.0000000180025095e-35 0.084695000000000006 -0.16152999999999998 0.092465000000000006 -0.44310499999999992 -0.087874999999999981 -0.04890499999999999 -0.026084999999999994 0.091195000000000012 -0.020124999999999994 -0.088204999999999992 0.09358000000000001 -0.079329999999999984 -0.078844999999999985 0.088060000000000013 0.13592500000000005 0.13592000000000001 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 15 -1 6 12 -7 9 -3 16 29 13 14 -6 -2 -11 -5 -19 -20 27 -22 -23 24 -24 -25 -27 28 -16 -12
right_child=1 8 -4 17 5 7 -8 -9 -10 10 11 -13 -14 -15 20 -17 -18 18 19 -21 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.00015559918507718535 0.0021924792050385337 -0.00067950055264490508 6.5671813302518148e-05 0.0014894335936038543 0.00041951246395631979 -0.0002394823531540595 0.00047644938063098001 0.0013052150791973262 0.0014070824948646547 0.00069509326780515688 -0.00035379099201389316 -0.00082581748348883096 0.0023527456616644314 0.00030496004798288259 0.0015099177798746839 0.0012447236869970518 0.0018805135702216233 0.0013144640838317074 0.00056920169147999823 -0.0010004263421043266 0.0020601380250876325 0.0016445703034125825 0.00027508620580790134 0.0010752260605713176 0.0013263444081066406 -0.00095254859941244752 0.0009099148025674584 0.0008073743234295618 0.0022653919505227953 0.00060113207496797648
leaf_weight=20 37 22 34 29 22 20 29 26 24 55 26 32 29 20 1880 79 21 35 44 20 38 123 23 35 186 20 22 40 34 96
leaf_count=20 37 22 34 29 22 20 29 26 24 55 26 32 29 20 1880 79 21 35 44 20 38 123 23 35 186 20 22 40 34 96
internal_value=0 0.000712184 0.000992532 0.00112168 0.00142181 0.00143175 0.00144643 0.000633607 0.000429804 0.00033673 0.000433934 0.000143402 0.00145781 0.00144719 0.00145662 0.00154703 0.00102264 0.00073622 0.000515582 7.86929e-05 0.00146612 0.00128008 0.0012076 0.00101968 0.00121066 0.0005013 2.30275e-05 0.00150868 0.00152334 0.000397624
internal_weight=0 554 278 244 2567 2547 2501 46 276 252 230 154 2472 2443 2423 116 76 128 99 64 2401 447 409 286 209 77 42 1954 1914 122
internal_count=3121 554 278 244 2567 2547 2501 46 276 252 230 154 2472 2443 2423 116 76 128 99 64 2401 447 409 286 209 77 42 1954 1914 122
is_linear=0
shrinkage=0.00473777


Tree=1489
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 14 2 2 1 2 2 50 15 40 52 42 52 1 2 16 1 2 1 39 0 12 16 16
split_gain=393.51 65.3328 29.5024 29.4384 22.6801 19.9726 17.2172 13.7339 11.7018 13.2568 11.2039 10.6657 6.1338 5.6226 4.82914 4.56676 4.17357 3.85317 3.8131 3.68271 4.87865 3.51771 3.34537 3.29714 3.23341 3.15186 3.04122 3.03873 2.81647 6.97453
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13712500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10855000000000002 0.09253500000000002 0.089885000000000007 0.11704500000000001 0.041865000000000006 -0.087679999999999994 -0.078554999999999986 0.13140000000000004 0.09858500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.29154999999999992 0.13075500000000004 0.11411 0.085345000000000018 0.10076500000000001 -0.12333499999999999 0.096990000000000007 0.013515000000000001 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 12 8 6 7 11 15 21 14 24 -2 -6 -1 -3 17 -11 -13 27 -21 -10 23 -5 28 -16 -26 -20 -4 -30
right_child=1 4 5 22 13 -7 -8 -9 9 16 -12 18 -14 -15 25 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0028076734770109335 0.0025453557161411364 0.0011713559017590299 0.002874885860690062 0.0019910204431081813 0.00028585311824518022 0.0012593040983558948 0.0017492125114554602 0.0033090515800323086 0.0014310608771917438 0.0012238537242153953 0.0015932742103784087 0.0030071998389577161 0.0016791320447476299 0.0011092598688794244 0.0024554659773048516 0.00053828369472609194 0.0017653239921377574 0.00055430931568525843 0.0026628620327503755 0.0016703888940710835 0.0025208294330905825 0.0021463164907540126 0.00089796759129872185 0.0012856499694341753 0.002221027352166241 0.0016563513047874567 0.0027256009400024 0.0024652589412245745 0.001867427677755613 0.0028313960442158063
leaf_weight=35 131 46 791 22 75 20 38 86 20 139 67 43 20 23 22 51 26 21 456 22 41 54 24 39 27 20 416 259 21 66
leaf_count=35 131 46 791 22 75 20 38 86 20 139 67 43 20 23 22 51 26 21 456 22 41 54 24 39 27 20 416 259 21 66
internal_value=0 0.00142255 0.00266853 0.00204457 0.00109992 0.00270882 0.00272161 0.00273819 0.00127034 0.00143145 0.00202893 0.00271528 0.00243062 0.000479102 0.002408 0.000838504 0.00122395 0.00113598 0.00258487 0.00256153 0.00222385 0.001953 0.00135875 0.00154005 0.00279632 0.00207494 0.00269485 0.00259128 0.00284752 0.00259871
internal_weight=0 691 2430 236 455 2286 2266 2228 357 260 144 2142 151 98 77 97 186 160 821 778 63 74 85 61 1321 42 443 715 878 87
internal_count=3121 691 2430 236 455 2286 2266 2228 357 260 144 2142 151 98 77 97 186 160 821 778 63 74 85 61 1321 42 443 715 878 87
is_linear=0
shrinkage=0.00145689


Tree=1490
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 0 47 1 4 457 0 4 2 13 130 160 4 1 0 49 52 3 16 1
split_gain=428.861 71.3303 43.9314 34.0204 29.6345 20.7683 15.1726 14.1016 11.2057 9.90148 7.84773 7.767 10.788 8.86535 7.67297 5.821 4.67922 4.3453 4.32519 4.31432 5.2686 5.35357 4.21565 4.10596 7.06831 3.55459 3.53456 3.44451 3.39195 3.10892
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.13011000000000003 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.0061450000000000003 0.080930000000000016 -0.083554999999999977 0.038415000000000012 0.25063000000000007 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.55119499999999988 0.082005000000000008 -0.030209999999999997 -0.053364999999999996 0.0031350000000000002 -0.12711499999999995 -0.016164999999999995 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 -6 11 15 -5 18 12 13 -1 16 17 -13 23 -4 29 -21 -22 -18 24 -7 -11 -19 -24 -23 -3
right_child=1 2 10 9 6 8 -8 -9 -10 25 -12 14 -14 -15 -16 -17 22 26 -20 20 21 28 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024415531601847851 0.0025136430352656674 0.0012131229565435614 0.00060892780324680804 0.0022888385400036924 0.0022391774063692809 0.0024709198139418066 0.0012413288652492122 0.0031317080902609333 0.0016070214594333338 0.0016947194920097378 0.0013671113681688412 0.0026764323798702683 0.0029749654874872541 0.0017055968841110036 0.0022401872782978299 0.0016968575654312786 0.0031145196105307436 0.0020129082583834196 8.7931175856046504e-05 0.00071189786586029196 0.0019578143243876578 0.0014351493404609233 0.0021279052144544124 0.0027383577610561225 0.001776497668163715 0.001065861165961287 0.0024426890980697993 0.0025352058939262581 0.00080766140760327675 0.0008567032880364919
leaf_weight=57 74 76 121 34 83 171 39 76 41 34 20 742 29 57 110 24 21 87 36 20 27 60 38 70 30 29 54 744 20 97
leaf_count=57 74 76 121 34 83 171 39 76 41 34 20 742 29 57 110 24 21 87 36 20 27 60 38 70 30 29 54 744 20 97
internal_value=0 0.00129141 0.00114042 0.00248079 0.00137185 0.00251238 0.00192019 0.00257495 0.00226656 0.00171496 0.000588633 0.00255142 0.00225637 0.00207358 0.00257691 0.00232858 0.00260089 0.00236538 0.000489464 0.00114886 0.00133355 0.00144975 0.00253108 0.00246313 0.00236727 0.00140525 0.00217751 0.00251541 0.00127828 0.00101328
internal_weight=0 673 599 2448 422 2351 122 1874 477 97 177 1798 143 114 1655 436 1545 412 157 300 127 107 803 271 201 63 141 782 80 173
internal_count=3121 673 599 2448 422 2351 122 1874 477 97 177 1798 143 114 1655 436 1545 412 157 300 127 107 803 271 201 63 141 782 80 173
is_linear=0
shrinkage=0.00131955


Tree=1491
num_leaves=31
num_cat=0
split_feature=1 4 15 1 155 0 150 0 11 4 4 51 2 16 376 150 15 16 51 1 12 2 15 159 16 2 13 3 401 12
split_gain=12.0501 2.1183 1.68005 1.53176 1.47019 1.46421 1.72896 1.37475 1.35658 1.32471 2.29762 1.71033 1.59831 1.38061 1.74951 1.52512 1.31323 2.74192 2.33093 2.55869 1.56764 1.24562 1.01774 1.87997 1.55752 0.965764 0.952754 1.42918 0.970445 1.13566
threshold=0.10920500000000001 0.26450500000000005 0.024640000000000006 0.08864000000000001 0.10158500000000002 -0.019414999999999998 0.084680000000000019 -0.13843999999999998 0.075910000000000019 -0.17966999999999997 -0.087894999999999987 0.10614000000000001 0.091265000000000013 -0.44310499999999992 0.049360000000000008 0.081835000000000019 -0.0063699999999999989 0.083160000000000026 -0.057604999999999996 0.078340000000000007 0.09202500000000001 0.25063000000000007 -0.07490999999999999 0.03981500000000001 0.40020000000000006 0.09580000000000001 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.10022999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 16 5 6 7 -2 -4 -5 -11 12 -12 -14 15 -15 20 18 -18 -20 -1 26 23 24 -22 -24 27 -3 29 -29
right_child=1 21 8 9 -6 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 17 -19 19 -21 22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022004553802636431 0.00053241886961805573 0.001987427152807141 0.0020659210895441083 0.0022354515160844584 0.0028326682773766741 7.2560202341488504e-05 0.00060302475951478599 0.0020307869218483469 0.0029663374059768124 -0.00044362088321871739 0.0017076169681061887 0.0030623698747247532 0.0016684395962470191 0.00057275992145148385 0.0016080791612254437 -0.0015693259692964778 -0.00095314521459754868 0.0022830206890048078 0.00035658011048055673 0.0029825394294859344 0.0013827406405364608 -0.00070898364779875794 1.3591646531819868e-05 0.0035077953517778375 0.0032108847717263775 0.0014690305289989435 -0.00032338765936652423 0.0017994068203301813 -0.00060156572062388313 0.00056116048224610676
leaf_weight=586 27 34 1077 74 22 35 68 122 64 24 187 23 43 28 25 21 23 71 37 21 106 24 20 24 20 93 28 33 20 141
leaf_count=586 27 34 1077 74 22 35 68 122 64 24 187 23 43 28 25 21 23 71 37 21 106 24 20 24 20 93 28 33 20 141
internal_value=0 0.000967455 0.00194458 0.00180708 0.00134305 0.001213 0.00139694 0.00175927 0.00211643 0.00150485 0.00135082 0.00148252 0.001363 0.000812191 0.000314641 -0.000345277 0.0019354 0.00142105 0.000665487 0.00130736 0.00202748 0.00059991 0.00164208 0.0019665 0.00167292 0.00121143 0.000722619 0.000851076 0.000651921 0.000796
internal_weight=0 554 2567 1426 274 252 217 149 1141 425 351 327 304 117 74 49 1001 152 81 58 849 280 263 150 126 113 256 228 194 174
internal_count=3121 554 2567 1426 274 252 217 149 1141 425 351 327 304 117 74 49 1001 152 81 58 849 280 263 150 126 113 256 228 194 174
is_linear=0
shrinkage=0.00600863


Tree=1492
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 11 4 0 1 0 15 15 43 2 13 52 0 0 2 0 4 15 4 1 13 52
split_gain=337.489 43.8239 37.0104 33.6553 20.3832 15.1639 13.5004 10.6746 9.45991 8.00908 6.91116 6.90054 6.95408 6.77713 6.05161 6.0196 5.92848 7.14618 4.76675 4.64317 4.58346 4.44598 4.29332 4.27799 4.09516 4.87848 3.94473 3.90391 3.7672 5.27665
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.095330000000000012 -0.17966999999999997 0.13082500000000002 1.0000000180025095e-35 0.053180000000000012 1.0000000180025095e-35 0.10089500000000001 -0.23194499999999998 0.13592500000000005 0.040760000000000005 -0.025214999999999998 0.11177500000000001 -0.068269999999999983 -0.0080349999999999987 -0.060129999999999996 -0.13455999999999999 0.11389000000000002 -0.23001499999999997 -0.064054999999999987 -0.03241999999999999 0.0049200000000000008 0.16540500000000002 -0.0075049999999999987 -0.023194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 -5 9 -6 27 20 14 12 18 -1 -8 19 -2 -18 -9 -11 21 -4 24 -20 -15 -26 -23 -3 -19 -30
right_child=1 8 6 5 7 -7 10 11 -10 15 -12 -13 -14 22 -16 -17 17 28 23 -21 -22 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0032222935278866265 0.0011668490645741067 0.00085193659006509571 0.0020740952884371246 0.0024525312175215953 0.0026586770786207769 0.0014450167615743478 0.0025611586102934538 0.0016857043577215985 0.0016429645486964234 0.0030489941359219353 0.0021313177619462897 0.0010795161663474315 0.0015880776524933846 0.0027511510985447174 0.0018033278752654269 0.0034247838873473209 0.0021480751784329483 0.0011521012175359929 0.0019609601887334376 0.0022674400410578458 0.0022427807987472665 0.0027236629105455074 0.001858803912126312 0.0026387878884703763 0.0024945011600927482 0.0017468847807424475 0.0024991151974949849 0.00024081983596020305 0.0022123478625964725 0.0013723812933249221
leaf_weight=22 116 136 21 109 31 36 419 30 26 40 98 21 75 69 20 46 31 52 31 21 43 1241 21 37 64 21 160 22 20 42
leaf_count=22 116 136 21 109 31 36 419 30 26 40 98 21 75 69 20 46 31 52 31 21 43 1241 21 37 64 21 160 22 20 42
internal_value=0 0.00143554 0.00256593 0.00168248 0.00220208 0.00220239 0.00263874 0.00192529 0.000890644 0.00270168 0.00245449 0.0018081 0.00189654 0.00251821 0.00252663 0.00305716 0.00139364 0.00157508 0.00213261 0.00277993 0.00267571 0.0026888 0.0024297 0.00232978 0.00250755 0.0023098 0.00269802 0.000766844 0.00141927 0.00164334
internal_weight=0 590 2531 406 422 145 2109 225 184 1572 537 194 173 197 439 107 261 145 98 61 1465 1422 175 68 154 85 1401 158 114 62
internal_count=3121 590 2531 406 422 145 2109 225 184 1572 537 194 173 197 439 107 261 145 98 61 1465 1422 175 68 154 85 1401 158 114 62
is_linear=0
shrinkage=0.00134594


Tree=1493
num_leaves=31
num_cat=0
split_feature=1 3 39 4 15 1 12 2 157 474 15 15 11 151 0 4 1456 0 43 12 157 4 0 155 4 4 2 2 0 43
split_gain=11.4644 2.0285 1.64033 1.60655 1.51688 1.42196 1.4136 1.30248 1.23265 1.22627 1.19453 1.18565 2.22965 1.47473 1.96211 1.21115 1.18096 1.09633 1.08898 1.49062 1.63752 1.28251 1.94239 1.03269 1.65337 1.01459 0.970377 0.945317 0.895178 0.896837
threshold=0.10920500000000001 0.31534000000000006 0.087735000000000021 -0.033174999999999989 0.024640000000000006 0.08864000000000001 -0.42850999999999995 1.0000000180025095e-35 -0.0091799999999999989 0.105645 -0.016799999999999995 -0.11033999999999998 0.077695000000000014 -0.081864999999999979 -0.11173999999999999 0.0033150000000000007 -0.071109999999999993 -0.084044999999999995 -0.14386499999999997 0.091625000000000012 -0.061169999999999995 -0.0083799999999999986 -0.087084999999999982 0.11245500000000001 -0.087894999999999987 0.00063500000000000004 0.10252500000000002 0.15950500000000004 -0.089964999999999976 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 11 -3 -5 -6 16 -9 -1 13 25 -15 18 -7 -10 -16 21 -21 22 -20 24 -18 28 -26 -8 -13 -30
right_child=1 6 -4 7 8 9 27 10 17 -11 -12 12 -14 14 15 -17 23 -19 19 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0019162256052811086 0.0018509589160854093 0.00087771654441198268 0.00050351915148368878 0.0013909429633453948 0.0027134672761060996 0.0022853178016241918 0.00012603615355557654 0.00084026384642993672 0.0018508583901265974 0.0022879305929606113 -0.00039931969201054064 0.0027125265823353547 -2.0362285102704919e-05 0.00031881576825012814 0.0024914432453965042 0.0011680909950552024 -6.7526412236559101e-05 0.0015352673872734961 0.00027902950042093296 -2.2782877527941015e-05 0.0014006993315293166 0.0020871043318916151 0.0017059823151678998 0.0016806525421772102 0.0012686181222999085 0.0028720276994821181 0.00065789626466462511 -0.0011708828148817173 0.0019975773838421967 0.0011939554551049379
leaf_weight=161 56 35 157 95 26 20 35 134 402 23 21 20 23 37 31 210 32 713 28 25 77 128 109 57 207 22 86 21 68 62
leaf_count=161 56 35 157 95 26 20 35 134 402 23 21 20 23 37 31 210 32 713 28 25 77 128 109 57 207 22 86 21 68 62
internal_value=0 0.000775448 0.000905087 0.00111112 0.00154198 0.0014369 0.000115855 0.000945397 0.0016733 0.0012027 0.00067232 0.00153633 0.00146352 0.00150529 0.00139927 0.00146502 0.00114061 0.00164905 0.00162169 0.00154822 0.00105181 0.0017393 0.00141434 0.00108068 0.000975453 0.00190288 0.00108936 -0.000360308 0.00176074 0.00161431
internal_weight=0 554 463 306 2567 1426 91 250 1141 425 155 1001 840 817 645 608 402 1115 398 367 102 265 137 382 325 172 293 56 150 130
internal_count=3121 554 463 306 2567 1426 91 250 1141 425 155 1001 840 817 645 608 402 1115 398 367 102 265 137 382 325 172 293 56 150 130
is_linear=0
shrinkage=0.00483252


Tree=1494
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 2 4 2 2 14 1 2 4 1 50 2 40 14 1 4 13 43 1 1 15 1 4 15 1 12
split_gain=469.31 71.631 37.2582 36.2018 24.5628 21.7606 21.0639 17.9751 16.3246 13.7095 13.1906 10.9399 8.14077 6.08464 5.56542 5.28158 5.06111 4.69447 4.01311 3.91837 5.58232 4.33575 4.16208 3.64378 3.51539 3.44733 3.32798 3.1998 3.29014 3.13787
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.13501500000000002 0.36766000000000004 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.090050000000000005 -0.15289999999999995 0.122715 0.041865000000000006 0.094835000000000017 -0.077714999999999992 0.097795000000000007 0.086920000000000011 -0.013125 -0.077799999999999994 0.066275000000000014 0.089770000000000016 0.13288500000000003 -0.086849999999999997 0.13075500000000004 0.0067750000000000006 -0.089964999999999976 0.14699000000000004 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 10 7 6 9 16 -9 11 15 18 -10 -2 27 -1 -3 -11 -5 21 -21 -13 -22 -14 -17 -4 -20 28 -6 -23
right_child=1 4 25 5 14 -7 -8 8 12 17 -12 19 23 -15 -16 24 -18 -19 26 20 22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002570880395884728 0.0022494285413654194 0.00080884311546849008 0.0011764657065282615 0.0025192174959787175 0.00055272473857663918 0.0014117160081043684 0.0012013198546535488 0.0018073053443718957 0.0017769579966571199 0.0031002968564128042 0.0012924159492908455 0.0024143883226127255 0.00096265139531975265 0.0015730696892795036 0.00079270873998234866 0.0022714223747958302 0.00020235680150052323 0.002371801390843256 0.0024008622530111243 0.0023893968614609688 0.0021110541189264813 0.0016183552427918241 0.0015398269508343821 0.00038552809466314999 0.0015618411511613348 0.00058473225281370413 0.001995054988878156 -0.00033819496189422155 -5.045675176932029e-05 0.0022317675262289224
leaf_weight=26 115 46 60 937 31 39 25 54 20 67 69 386 142 29 26 20 50 20 360 132 199 20 25 22 31 24 39 22 32 53
leaf_count=26 115 46 60 937 31 39 25 54 20 67 69 386 142 29 26 20 50 20 360 132 199 20 25 22 31 24 39 22 32 53
internal_value=0 0.00110439 0.00170581 0.00234858 0.000796239 0.002389 0.00240584 0.000974959 0.00116938 0.00241929 0.0017114 0.00239852 0.000982159 0.00211322 0.000258468 0.00208686 0.000492965 0.00293283 0.00247202 0.00227804 0.00217415 0.00235862 0.0020473 0.000885232 0.00184011 0.0010074 0.0023612 9.50537e-05 0.000246347 0.00206371
internal_weight=0 673 228 2448 445 2302 2263 334 238 2238 146 2151 184 144 111 77 96 87 1336 815 356 459 224 164 51 84 399 85 63 73
internal_count=3121 673 228 2448 445 2302 2263 334 238 2238 146 2151 184 144 111 77 96 87 1336 815 356 459 224 164 51 84 399 85 63 73
is_linear=0
shrinkage=0.00131955


Tree=1495
num_leaves=31
num_cat=0
split_feature=1 4 2 15 41 376 2 46 0 4 51 1 43 2 1209 152 2 43 4 4 160 3 13 149 16 4 15 1447 1447 42
split_gain=11.3372 1.96663 1.48595 1.53449 1.57093 1.35017 1.7135 1.29719 1.52356 2.04812 3.01512 1.96248 1.48031 1.42308 1.45843 1.12145 1.09384 0.904009 1.2387 3.42156 1.12147 0.941282 0.896963 0.864611 0.858879 1.25022 1.18619 0.85714 1.38407 0.855171
threshold=0.10920500000000001 0.27044500000000005 0.14122000000000004 0.040760000000000005 0.075585000000000013 0.083785000000000012 1.0000000180025095e-35 0.084955000000000017 -0.13027499999999997 -0.047864999999999991 -0.033649999999999992 0.085110000000000005 -0.51144999999999985 -0.14451499999999998 0.091045000000000001 0.084430000000000019 0.25063000000000007 -0.083434999999999995 -0.27825499999999997 -0.047864999999999991 -0.085834999999999981 -0.096099999999999977 -0.017449999999999997 0.07770500000000001 -0.087874999999999981 -0.034939999999999992 -0.070929999999999979 -0.086059999999999984 -0.085024999999999989 -0.14609499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 27 6 -2 8 9 -1 -11 -12 -10 -14 15 17 23 -15 20 -20 -19 -21 -13 -3 -8 -26 -27 -5 -29 -30
right_child=1 16 -4 4 -6 -7 24 -9 12 10 11 22 13 14 -16 -17 -18 18 19 21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0022763303857911937 0.0014563631334027314 0.00042993342559651898 0.00055213503793822758 0.0021421559188217186 0.002391762795435585 9.3420885415638306e-05 0.001386236119015247 0.0023640440747286998 0.00017847367436085225 -0.00063357967600938367 0.00203434710738668 -1.5598997013567858e-05 0.00037960485182609118 0.0016161722518709916 0.00025955319873790546 0.00037217953414193472 -0.00048665658213417428 0.002675618930516347 -0.00018483430739952422 0.00047284211427937292 0.0015579618786781524 0.001376217764606446 0.00095464941041782029 0.0013563546223538823 0.0011219246558502017 0.00057009912933158181 -0.00075203508863622268 0.00034163561271748945 0.0021232857007939671 0.0014723759311384686
leaf_weight=20 118 230 41 40 41 32 29 23 21 26 30 24 28 379 22 20 24 21 31 24 121 546 91 22 40 38 21 21 42 955
leaf_count=20 118 230 41 40 41 32 29 23 21 26 30 24 28 379 22 20 24 21 31 24 121 546 91 22 40 38 21 21 42 955
internal_value=0 0.000691036 0.00139525 0.00140894 0.00153432 0.000956076 0.00106829 0.00131237 0.00129514 0.000924517 0.00076641 0.00101744 0.0013535 0.0013742 0.00139813 0.00142006 0.000424075 0.00143874 0.00134823 0.00125962 0.00172325 0.00133818 0.000752163 0.000510811 0.000710538 0.000512606 9.9509e-05 0.00150109 0.00147591 0.0014998
internal_weight=0 554 2567 2526 1099 278 246 1427 1404 191 171 145 1213 1192 1164 1142 276 1122 743 601 142 570 115 252 128 99 59 1058 1018 997
internal_count=3121 554 2567 2526 1099 278 246 1427 1404 191 171 145 1213 1192 1164 1142 276 1122 743 601 142 570 115 252 128 99 59 1058 1018 997
is_linear=0
shrinkage=0.0044645


Tree=1496
num_leaves=31
num_cat=0
split_feature=1 2 11 2 12 3 49 4 151 3 12 41 4 4 0 3 42 39 4 16 130 124 34 13 2 12 43 157 133 403
split_gain=9.28541 2.39966 1.65479 1.93898 1.55585 1.88688 1.17982 1.34722 1.82651 1.17175 1.40539 1.1558 1.01757 0.939422 0.908619 1.07435 0.90376 0.854998 1.04387 0.978713 0.852934 1.03882 1.2767 0.825629 0.817479 0.805767 1.10596 0.96201 1.06912 1.11516
threshold=0.11846000000000002 0.10060500000000001 0.079915000000000014 -0.0091949999999999983 0.086095000000000019 -0.11171999999999999 -0.088694999999999982 0.42642000000000008 0.015440000000000001 0.31370500000000007 -0.42850999999999995 0.083525000000000016 -0.019614999999999997 0.26790000000000008 -0.07384499999999998 -0.014944999999999998 0.11839500000000001 0.085060000000000011 -0.15464999999999998 -0.0092699999999999987 -0.0060099999999999989 0.0049200000000000008 -0.028109999999999996 0.11596500000000001 0.14122000000000004 0.087695000000000009 -0.11720999999999999 -0.089089999999999989 -0.14757499999999998 0.10469000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 23 -7 8 17 20 -11 12 -4 25 -1 -16 -6 18 -8 -20 -2 22 -22 -3 -24 26 -5 -28 29 -29
right_child=9 4 11 13 16 6 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014426858414619006 -9.3816158003188466e-05 -0.00090861735048156143 0.0031777595832787513 0.0022987935887736439 0.0014462970079282254 0.0020822870204765167 0.0017390125867638344 0.0019313179614595685 -0.00068139200747829431 0.00085225988380636301 -0.00046952269439792273 0.0012109113920546822 0.0017622938857447933 0.000516362018969005 0.00090608289434821149 -0.00055696711816955336 0.00068065674775850992 0.0014836831806067381 0.00074284574607697972 -0.00049719389969623987 4.1343486506139615e-05 -0.00011684782475832659 0.001322406344185602 0.00054729073827546938 0.00051964581172864979 0.0014147442901621655 0.00227681370202058 0.0026744484938565501 0.0014844105466230433 0.0011973763413474444
leaf_weight=29 31 20 34 60 342 25 20 29 21 34 56 21 22 25 33 22 46 50 70 22 35 28 129 21 45 984 49 41 757 20
leaf_count=29 31 20 34 60 342 25 20 29 21 34 56 21 22 25 33 22 46 50 70 22 35 28 129 21 45 984 49 41 757 20
internal_value=0 0.00141389 0.00149906 0.00147094 0.00114571 0.000852886 0.00102861 0.00090436 0.000741618 0.000536103 2.98174e-05 0.00223693 0.00262168 0.00150403 0.000708159 0.000320863 0.00135553 0.000926082 0.000677153 0.000446315 0.000706125 0.000810758 0.000935031 -0.000162908 0.0011148 0.00151695 0.00162545 0.00157885 0.00153704 0.00219016
internal_weight=0 2763 2097 2020 666 278 237 212 183 358 90 77 56 1936 84 55 388 162 112 92 268 237 209 41 174 1911 927 867 818 61
internal_count=3121 2763 2097 2020 666 278 237 212 183 358 90 77 56 1936 84 55 388 162 112 92 268 237 209 41 174 1911 927 867 818 61
is_linear=0
shrinkage=0.00512831


Tree=1497
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 14 16 4 4 0 15 49 1 1 40 50 3 3 1 0 160 4 11 15 151
split_gain=353.889 54.5323 29.0418 26.3225 19.5773 16.9013 15.8974 12.4138 10.2218 10.1506 9.07909 6.38907 5.8604 5.71021 5.4165 6.0448 5.31527 5.27521 4.21807 4.17824 3.88956 3.52718 4.15744 3.04093 2.977 3.24452 2.75619 2.74701 2.68235 2.79236
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13501500000000002 0.062655000000000016 -0.52595999999999987 0.033845000000000007 -0.15464999999999998 -0.11173999999999999 -0.097454999999999986 -0.054984999999999992 0.083345000000000016 0.13436000000000001 -0.077714999999999992 0.041865000000000006 -0.13927999999999999 -0.10831999999999999 0.13075500000000004 -0.079119999999999982 -0.081069999999999989 -0.46376499999999993 0.075910000000000019 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 10 19 -8 -4 11 12 -7 14 -9 15 -1 -2 -14 -15 -3 28 27 -23 -5 -16 -26 -27 -13 -6 -30
right_child=1 4 8 23 20 9 7 13 -10 -11 -12 21 17 18 24 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0027616521976565312 0.001446779972013715 0.00074320376639539529 0.0022637789413094719 0.001216146031158224 0.00034155939962973595 0.0014099999107883611 0.0018462263772528536 0.0017903801554834447 0.00116940166161485 0.0015092650902776385 0.0030987968554395244 0.00212008785850714 0.0024266169339673782 0.00098898420890659671 0.0025944042573901008 0.0017479660320687252 0.0022903391504222543 0.0017476389142883949 0.00029835618637163151 7.1471289966460477e-05 0.00071456950083958212 0.0015437004655061725 0.0022936695247285483 0.00053867647058314556 0.0019864284256023647 0.0029038514278467596 0.002423686203548841 0.0028129565884744854 0.00013083886127480084 -0.00066253058684671449
leaf_weight=23 23 46 34 60 29 21 54 20 63 48 70 20 80 150 1143 45 121 47 27 50 23 20 437 24 39 35 266 57 22 24
leaf_count=23 23 46 34 60 29 21 54 20 63 48 70 20 80 150 1143 45 121 47 27 50 23 20 437 24 39 35 266 57 22 24
internal_value=0 0.0010985 0.00241553 0.00173818 0.000770755 0.00245112 0.000950052 0.00116298 0.001553 0.00221891 0.00253122 0.00228028 0.00250754 0.00097569 0.00253474 0.00209083 0.0021556 0.00217534 0.000883634 0.000393343 0.000135898 0.00231451 0.00226085 0.00102258 0.0025551 0.00242296 0.00247952 0.00263299 -4.15608e-05 -0.000283093
internal_weight=0 673 2448 228 445 2351 347 251 97 603 1748 555 1678 197 1551 68 144 127 177 96 98 534 457 84 1483 340 301 77 75 46
internal_count=3121 673 2448 228 445 2351 347 251 97 603 1748 555 1678 197 1551 68 144 127 177 96 98 534 457 84 1483 340 301 77 75 46
is_linear=0
shrinkage=0.00160853


Tree=1498
num_leaves=31
num_cat=0
split_feature=1 402 2 133 10 2 10 44 3 13 49 39 131 2 15 51 3 12 13 16 15 1 1186 2 52 401 456 0 12 457
split_gain=9.09677 1.7703 1.7903 2.15796 1.46612 1.78692 1.38402 1.17303 1.7193 1.27766 1.21722 1.27761 1.0609 2.36723 1.03613 1.0056 0.99492 0.944074 0.990846 0.938745 1.42906 0.863414 1.47733 1.20328 0.98191 0.898563 0.886475 0.882146 0.856129 0.852761
threshold=0.10920500000000001 0.10052500000000002 0.13622000000000004 0.085635000000000003 0.094860000000000014 -0.080614999999999978 -0.089679999999999982 1.0000000180025095e-35 0.10893000000000001 -0.42195999999999995 0.11560500000000001 0.10076500000000001 0.090030000000000013 0.31358000000000003 -0.0058549999999999991 -0.22411499999999998 -0.065229999999999996 0.11734000000000001 -0.16152999999999998 -0.40995499999999996 -0.068899999999999975 0.086920000000000011 0.057025000000000006 0.084055000000000005 -0.04127999999999999 0.11186000000000001 0.060100000000000008 -0.099059999999999995 0.097825000000000009 0.092360000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 8 10 -10 11 15 13 28 -11 -8 -12 18 -17 -5 -21 23 25 24 -20 26 29 -26 -4 -23
right_child=1 -3 12 19 -6 -7 7 -9 9 14 16 -13 -14 -15 -16 17 -18 -19 21 20 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=7.0067329768766864e-05 0.0029747407571737122 -0.00090015145201594125 0.00072925438124400884 0.00092429316556761449 -0.00013109375477753823 0.0012523451884869224 0.0022847367839839237 0.0026783765832329074 0.0018225555183173281 0.0010483932712064058 0.0013500387807486192 0.0004821869080178913 0.0013937863902377813 -0.0014337591882359942 -0.0006965773248407785 0.00036401809708127734 0.00024144799085460764 0.00085359508349205069 0.0010351503720107107 -0.001353961948398567 0.00066455142695403635 0.0014512577423849988 -6.4525042725396175e-05 0.0016370507370435257 0.0030706260006706705 0.0026504355085263439 0.0024045839647038646 0.002053892792687187 -0.00043029433188568149 0.00031276431070405487
leaf_weight=20 21 20 95 34 22 240 71 30 20 20 93 32 26 25 24 20 36 53 25 22 23 511 20 1326 33 21 30 160 26 22
leaf_count=20 21 20 95 34 22 240 71 30 20 20 93 32 26 25 24 20 36 53 25 22 23 511 20 1326 33 21 30 160 26 22
internal_value=0 0.000753709 0.000815651 0.00104163 0.00127261 0.00139093 0.00155372 0.00156537 0.00155211 0.000635955 0.00157601 0.00160573 0.000340035 0.00015238 9.65911e-05 0.00162141 0.00104066 0.00160021 0.00161846 0.000214221 -0.000322277 0.00163014 0.00144864 0.00170114 0.00209097 0.00150046 0.00145757 0.00222774 0.000480095 0.00140427
internal_weight=0 554 534 362 283 261 2567 2547 2517 64 2453 2324 172 146 44 2292 129 2221 2168 79 45 2148 604 1544 218 584 563 193 121 533
internal_count=3121 554 534 362 283 261 2567 2547 2517 64 2453 2324 172 146 44 2292 129 2221 2168 79 45 2148 604 1544 218 584 563 193 121 533
is_linear=0
shrinkage=0.00566207


Tree=1499
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 2 1 4 2 4 0 15 4 1 0 52 2 160 475 52 52 12 0 4 13 16
split_gain=376.118 61.0568 37.1715 29.4632 20.7628 18.5536 11.9682 10.2534 10.0827 9.72068 9.14554 6.23998 5.74502 5.37454 3.98479 10.8647 5.60476 4.09734 4.14785 3.59411 4.20903 4.57887 3.47535 3.37368 4.61505 3.3441 3.31664 4.47326 3.09324 2.54885
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.27044500000000005 0.14285500000000004 0.27834500000000006 -0.11173999999999999 -0.10469999999999999 0.0061450000000000003 0.085605000000000014 -0.14116499999999996 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.10345000000000001 -0.079119999999999982 -0.52556499999999995 -1.0000000180025095e-35 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 8 12 -6 11 22 -5 14 13 -4 15 -1 26 18 -17 -3 21 -21 -7 24 25 -24 -16 -28 -15 -25
right_child=1 2 6 10 7 9 -8 -9 -10 -11 -12 -13 -14 28 16 17 -18 -19 -20 20 -22 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=0.0029094067715919616 0.0023656528597559758 0.00089544806292330488 0.0011403091770280181 0.0021659946499315318 0.0021419263794880375 0.0025096393540845843 0.0013768786217182288 0.0011845539211929959 0.0029569019807060113 0.0014459947157639966 0.0012415322595507659 0.0016323932988925669 0.00024042898074004297 0.00037516887312137256 0.0025142057751465739 0.0026896481814202545 0.0021494617355789871 0.0015855660951730776 0.0017807695913458607 0.0020749976826508133 0.00098178204943344741 0.0012477659022905162 0.0023452687862085997 0.0023749013350679218 0.0017839855261369195 0.0017321189469760197 0.0029249001356132297 0.0023229581159632689 0.00095342252641412875 0.0019078748870301916
leaf_weight=30 76 108 39 34 74 60 37 33 76 39 61 20 99 77 1144 20 116 41 21 20 60 43 86 134 94 23 27 375 25 29
leaf_count=30 76 108 39 34 74 60 37 33 76 39 61 20 99 77 1144 20 116 41 21 20 60 43 86 134 94 23 27 375 25 29
internal_value=0 0.00115788 0.00100863 0.00235212 0.00132651 0.00238385 0.000620731 0.00184666 0.00244734 0.00212852 0.00157239 0.00242575 0.000504159 0.000689331 0.0024347 0.00217392 0.00245227 0.00190485 0.00222413 0.00108558 0.00125253 0.00151038 0.00219101 0.00213877 0.00201589 0.00221589 0.00247499 0.00236339 0.000516898 0.00229181
internal_weight=0 691 615 2430 338 2335 277 107 1870 465 95 1794 240 141 1774 112 1662 82 41 231 123 63 426 366 203 109 1546 402 102 163
internal_count=3121 691 615 2430 338 2335 277 107 1870 465 95 1794 240 141 1774 112 1662 82 41 231 123 63 426 366 203 109 1546 402 102 163
is_linear=0
shrinkage=0.00142833


Tree=1500
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 44 10 1 16 483 4 4 15 12 132 149 1374 13 12 43 150 1209 49 3 4 475 156 43 52 16
split_gain=9.22291 3.35628 2.82342 1.42076 1.29861 1.30387 1.27707 0.915118 0.915026 1.3446 1.19265 1.66909 2.49239 1.66252 1.19119 1.21969 1.12557 1.06782 1.77382 0.990887 1.01348 1.00597 1.01906 1.06047 0.96174 0.930897 1.1443 1.26658 1.09333 1.88574
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 0.081805000000000017 -0.079859999999999987 0.11910500000000002 -0.071854999999999988 0.085510000000000017 0.024790000000000003 0.056795000000000005 -0.062284999999999993 -0.093619999999999995 0.086775000000000005 0.079625000000000015 0.086000000000000007 0.18141000000000002 0.09320500000000001 -0.00045499999999999995 0.083095000000000016 -1.0000000180025095e-35 0.093350000000000002 -0.075944999999999985 -0.065794999999999979 -0.084169999999999981 0.087400000000000019 -0.084569999999999992 -0.16675999999999999 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 8 -2 -8 9 19 13 12 -12 -10 15 16 17 25 -19 21 -21 -1 23 -23 -16 26 28 -28 -15 -30
right_child=3 -3 -4 -5 -6 -7 7 -9 10 -11 11 -13 -14 14 24 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00094283154779431836 -0.00045943385531402428 0.00027310165333430277 -0.00037639555177938219 0.0014953539714003933 0.00088090704549034706 0.0022380548650676527 0.00076777351247707892 0.00021860966372816122 -7.3952729331578447e-05 0.0021208705417270599 0.00085943421971522178 0.0013120942780152293 -0.0011104296754894057 0.0014313639776607698 -9.3978880315675553e-05 0.0025258581608761043 0.0023246838349913362 0.0031258198102744215 0.0011771706961613386 0.0012796727745433922 0.00042458275888129592 0.0015693443343168967 0.0008361195563444104 0.0024160281437800462 0.0010846179232466061 0.0012295882980311857 0.00022791107304088361 0.0015939328230301366 0.0013608409987527486 0.0032623181347594616
leaf_weight=66 39 75 23 28 146 38 132 153 20 64 60 96 20 46 22 21 27 20 24 321 36 521 41 37 61 860 23 51 21 29
leaf_count=66 39 75 23 28 146 38 132 153 20 64 60 96 20 46 22 21 27 20 24 321 36 521 41 37 61 860 23 51 21 29
internal_value=0 0.00128145 0.00130952 0.000450981 0.00132404 0.00134966 0.000360727 0.000472959 0.00133608 0.00144137 0.00125447 0.000882492 0.000366968 0.00130792 0.00133085 0.00137218 0.00135017 0.00132567 0.00206292 0.00139882 0.00119345 0.00150907 0.00157146 0.00162549 0.000772219 0.00129418 0.00162094 0.00116936 0.00196904 0.0024637
internal_weight=0 2769 2694 352 2671 2525 324 285 2487 1086 1401 176 80 1225 1205 1122 1101 1074 44 1022 357 665 599 558 83 1030 170 74 96 50
internal_count=3121 2769 2694 352 2671 2525 324 285 2487 1086 1401 176 80 1225 1205 1122 1101 1074 44 1022 357 665 599 558 83 1030 170 74 96 50
is_linear=0
shrinkage=0.00483252


Tree=1501
num_leaves=31
num_cat=0
split_feature=1 3 39 2 4 3 14 3 43 1 2 2 4 15 4 52 1 1 39 2 2 1 1 1 4 16 1447 131 12 133
split_gain=510.225 62.9563 51.0308 34.4198 30.3368 23.7051 20.185 17.5117 17.173 16.0713 11.279 10.2689 9.37227 7.13932 7.12812 7.09757 6.82272 6.67375 5.87591 5.70111 5.17717 5.28079 4.25253 4.24398 3.80536 3.70936 3.33992 3.03676 3.00327 2.68336
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.10188000000000001 0.27834500000000006 0.31534000000000006 0.076175000000000007 0.11658 -0.025214999999999998 0.09253500000000002 0.11177500000000001 0.13501500000000002 0.27044500000000005 -0.013969999999999998 -0.011209999999999999 0.048770000000000008 0.095695000000000016 0.12337000000000002 0.093225000000000016 0.094835000000000017 0.089885000000000007 0.090540000000000023 0.13075500000000004 0.089875000000000024 -0.008819999999999998 -0.008904999999999998 -0.082954999999999987 0.083410000000000026 -0.083994999999999986 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 8 12 11 18 19 -10 13 20 16 -12 -7 29 24 28 -4 21 -1 -6 26 -2 -16 -22 -11 -3 -5
right_child=1 5 9 7 22 15 -8 -9 10 27 14 -13 -14 -15 25 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082141765033101905 0.0081600559243078866 0.0061522077573584657 0.0082870175440524999 0.0078608685973615838 0.0067223002600558255 0.0052111465596085234 0.0088539879268397254 0.0067432427291188139 0.007398401621368289 0.0069163454146730181 0.0072320651688151712 0.007048042505474199 0.0072065432989362891 0.0080844157440394457 0.0064903896568815015 0.0060522043953078657 0.0069894808871024811 0.0070514402208988573 0.0057632435833115505 0.0074006692035686657 0.0085205500924489253 0.0079804992023490909 0.0059762360862471954 0.007499563910355664 0.007540052787772744 0.0058300436295180618 0.0080015802567434558 0.0062659659637415337 0.0067923580349206905 0.007381326928734078
leaf_weight=1088 47 60 24 142 50 57 81 38 39 64 22 37 24 159 65 34 27 27 81 43 28 253 24 34 38 25 439 20 21 30
leaf_count=1088 47 60 24 142 50 57 81 38 39 64 22 37 24 159 65 34 27 27 81 43 28 253 24 34 38 25 439 20 21 30
internal_value=0 0.0065028 0.00800727 0.00805938 0.00720418 0.00617989 0.008142 0.00768786 0.00637017 0.00718598 0.00672364 0.00777873 0.00811109 0.00785425 0.00648868 0.00552539 0.00767035 0.00768244 0.00604071 0.00771817 0.00812288 0.00817009 0.00648033 0.00799652 0.00788288 0.00630696 0.0080327 0.00676149 0.00631817 0.00777723
internal_weight=0 590 2531 2380 186 404 1947 433 313 151 151 395 1866 358 112 91 199 112 162 67 1842 1341 74 501 85 90 467 84 81 172
internal_count=3121 590 2531 2380 186 404 1947 433 313 151 151 395 1866 358 112 91 199 112 162 67 1842 1341 74 501 85 90 467 84 81 172
is_linear=0
shrinkage=0.00145689


Tree=1502
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 148 132 2 40 43 3 16 0 12 4 13 2 2 159 129 48 1429 3 483 1455 13 159 3 157 374
split_gain=9.34496 2.29668 1.64594 1.49935 1.33583 1.41066 1.37713 1.19278 1.0454 1.21755 1.01853 1.22315 1.00599 1.17507 1.02729 0.898362 0.837031 1.60735 1.23806 1.86973 1.21629 1.06734 1.13322 1.04702 1.12859 0.960618 0.978828 0.874048 0.992487 0.817285
threshold=0.10312500000000001 0.30112000000000005 0.083805000000000004 0.40124500000000002 0.41257000000000005 -0.065034999999999996 0.078465000000000021 0.15109000000000003 -0.063404999999999989 -0.070064999999999975 0.10542000000000001 0.27776000000000006 -0.10474999999999998 -1.0000000180025095e-35 0.50500500000000004 -0.0069799999999999992 0.08647500000000001 0.086675000000000016 0.0089800000000000019 -0.04689999999999999 0.10168500000000001 0.084545000000000009 -0.10831999999999999 -0.06916499999999999 0.084305000000000005 0.049530000000000012 0.11058000000000003 -0.092174999999999993 -0.08107499999999998 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 -2 -7 10 9 15 16 -12 13 -3 -14 29 21 -18 19 -19 -21 22 -1 24 -20 26 -24 -25 -29 -4
right_child=1 12 8 -5 -6 6 -8 -9 -10 -11 11 -13 14 -15 -16 -17 17 18 23 20 -22 -23 25 27 -26 -27 -28 28 -30 -31
leaf_value=0.0023202385328790404 0.00041655533627616949 0.0013818825649706075 0.0010757776093157808 0.00037529524987604308 0.00086241392131349817 0.0016183887837775217 0.00055019468488082712 0.00049142978014658399 -0.00030484921393955438 0.0018905070557151782 0.0002546997771272259 0.0017825872123807124 0.00042912090362272104 0.0002095387765784174 -0.00090497264774007846 -0.00021967669239069789 0.00023447337775646358 8.887541458082306e-05 0.0019737297265603323 0.0015631165486437169 0.00091658275345645531 0.00082692389315790443 0.0017551152423500368 0.0014572917402240525 0.00048592799354227556 0.00085549416992682461 0.00073964165993741524 0.0029899199619434096 0.0020113254352498509 1.4392721922631798e-05
leaf_weight=69 28 35 72 22 138 255 29 21 20 20 26 20 33 39 20 21 20 20 22 996 67 28 826 44 22 28 21 28 111 20
leaf_count=69 28 35 72 22 138 255 29 21 20 20 26 20 33 39 20 21 20 20 22 996 67 28 826 44 22 28 21 28 111 20
internal_value=0 0.000981869 0.00110143 0.00158229 0.00124294 0.00141124 0.00150931 0.0015935 0.000685254 0.000834141 0.00160336 0.000918999 0.000414169 0.000764026 -7.43106e-05 0.000647174 0.00161703 0.00154132 0.00156127 0.00149589 0.00152237 0.00172064 0.00174715 0.00187316 0.00122983 0.00170196 0.00172994 0.00202785 0.00220845 0.000845042
internal_weight=0 730 603 2391 450 312 284 2369 153 133 2348 46 127 74 53 113 2302 1330 1310 1083 1063 972 944 227 44 875 847 183 139 92
internal_count=3121 730 603 2391 450 312 284 2369 153 133 2348 46 127 74 53 113 2302 1330 1310 1083 1063 972 944 227 44 875 847 183 139 92
is_linear=0
shrinkage=0.00464487


Tree=1503
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 14 2 1 2 4 1 2 2 16 2 2 0 4 160 4 2 131 2 14 51 3 52 1447
split_gain=426.864 65.2313 40.8362 33.7216 21.4564 14.9446 14.9093 12.1903 10.5108 10.5031 8.6557 7.47619 5.77698 7.54745 4.74652 4.02066 3.96747 5.93171 5.06541 3.73382 3.69585 3.43924 3.35566 2.89881 4.01494 2.85845 2.69997 2.635 2.58174 2.47674
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.27834500000000006 0.12958500000000003 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.040964999999999994 0.10855000000000002 -1.0000000180025095e-35 -0.14454499999999995 -0.013514999999999998 -0.067824999999999983 0.038415000000000012 0.089525000000000007 0.082750000000000004 0.31358000000000003 -0.23083499999999998 -1.0000000180025095e-35 -0.022174999999999997 0.40674500000000008 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 7 19 10 12 21 -5 11 -3 22 14 -14 -8 17 -2 -19 -4 -13 26 28 24 -12 -18 -6 -22 -1 -24
right_child=1 6 5 9 8 -7 15 -9 -10 -11 23 20 13 -15 -16 -17 25 18 -20 -21 27 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0074402562033024939 0.0059054811371716739 0.0061351243003583611 0.0073548807919056585 0.0070909383822320869 0.0073877341614707577 0.0061733795545420977 0.005882506971472864 0.0079018605015649702 0.0064000634672759602 0.0061573783640926265 0.0052084744092289548 0.0059408100025150328 0.0066278218048966163 0.0064425413732811677 0.0072924894232631026 0.0066700143315122961 0.0062879784611527016 0.0062211264943750465 0.0070841620945240368 0.0068951793855623394 0.0056787028513430766 0.0069481940799029336 0.0076415881789342792 0.0056015460214828266 0.0045075693991678883 0.0058327380962019081 0.0071068283821463796 0.0051555775042548138 0.0069935133468326249 0.0072642957653242211
leaf_weight=994 40 43 73 34 94 36 23 76 41 61 57 23 21 23 266 24 32 28 22 57 26 148 34 20 20 114 182 53 24 432
leaf_count=994 40 43 73 34 94 36 23 76 41 61 57 23 21 23 266 24 32 28 22 57 26 148 34 20 20 114 182 53 24 432
internal_value=0 0.00607868 0.00642931 0.00727756 0.00730954 0.0069408 0.00559095 0.00737388 0.00705081 0.00649149 0.00545622 0.00566442 0.00735151 0.0071844 0.00724386 0.00628464 0.00606953 0.0062918 0.00660086 0.00715332 0.00546599 0.00711373 0.00738642 0.005145 0.00502642 0.00593252 0.0072025 0.00532775 0.00742972 0.00729182
internal_weight=0 691 402 2430 2335 166 289 1870 465 95 242 145 1794 310 287 47 236 90 50 130 102 424 1484 97 77 146 276 79 1018 466
internal_count=3121 691 402 2430 2335 166 289 1870 465 95 242 145 1794 310 287 47 236 90 50 130 102 424 1484 97 77 146 276 79 1018 466
is_linear=0
shrinkage=0.00134594


Tree=1504
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 2 1 11 52 2 1 150 1 1 2 1 0 3 147 150 4 43 3 43 160 16 52
split_gain=270.223 33.8903 30.396 21.8665 20.7273 15.6704 11.0508 10.1638 8.36185 7.64992 6.10093 5.29756 5.16741 4.62632 10.5557 4.23408 3.97583 3.55714 3.42248 3.37128 3.17629 3.08548 2.87529 2.82099 2.75149 2.90118 2.73459 2.37184 2.32791 2.68515
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.082585000000000006 0.089885000000000007 0.077845000000000011 1.0000000180025095e-35 -0.56176499999999996 0.11704500000000001 0.089770000000000016 0.081835000000000019 0.091195000000000012 0.16540500000000002 0.14285500000000004 1.0000000180025095e-35 -0.066089999999999996 -0.11171999999999999 0.088610000000000008 1.0000000180025095e-35 -0.008819999999999998 -0.013199999999999998 0.13524500000000003 -0.080324999999999994 -1.0000000180025095e-35 0.19444000000000003 -0.14765999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 5 8 21 17 10 -4 15 -10 23 18 20 -1 27 22 28 -17 -15 -3 24 -2 -5 -26 -11 -8 29 -13
right_child=1 6 9 7 -6 -7 16 -9 11 26 -12 13 -14 14 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024235982604410974 0.0024150382602050866 0.0013408341891563242 0.0022038689128943394 0.0013862804233849624 0.001426432704076383 0.0015217211244997768 0.0010844348899159771 0.00085385657538785602 0.0026518094581827259 0.001559006117216143 0.0028097773776102342 0.0026570894175174161 0.0014369354642511179 0.0024383451045968318 0.0010972390495786748 0.0022769071429661987 0.0001928208459375937 0.0010214785749607402 0.002583526307052338 0.0017105065412395606 0.0019091236400233986 0.00078762304025671755 0.0013350660713830668 0.0019617533348688879 0.0023037157824526856 0.0016581821970387764 0.0010307069884721081 0.00069854082946104921 0.0020920833490978294 0.0022512536824901112
leaf_weight=1115 45 107 28 22 45 41 39 57 53 59 63 30 20 39 20 215 21 21 52 20 40 21 41 51 22 27 24 96 159 528
leaf_count=1115 45 107 28 22 45 41 39 57 53 59 63 30 20 39 20 215 21 21 52 20 40 21 41 51 22 27 24 96 159 528
internal_value=0 0.00129099 0.00228265 0.00159567 0.00231362 0.00233043 0.000962716 0.00132005 0.00234464 0.00160745 0.0024084 0.00224681 0.00204711 0.00222208 0.00195359 0.00238967 0.000726937 0.00151985 0.00225664 0.0022287 0.00217038 0.00125007 0.00161329 0.00217423 0.00177396 0.00194801 0.00140624 0.000810021 0.00223294 0.00227307
internal_weight=0 590 2531 306 2420 2375 284 190 2334 111 1413 921 116 868 99 1350 156 133 769 235 79 128 112 96 71 49 83 135 717 558
internal_count=3121 590 2531 306 2420 2375 284 190 2334 111 1413 921 116 868 99 1350 156 133 769 235 79 128 112 96 71 49 83 135 717 558
is_linear=0
shrinkage=0.00131955


Tree=1505
num_leaves=31
num_cat=0
split_feature=1 1 147 15 4 133 0 49 2 14 4 50 15 11 0 16 1443 3 4 15 1209 1176 4 479 133 132 130 124 12 16
split_gain=10.8238 2.41005 1.97321 1.91937 1.47876 1.36062 1.25115 1.18874 1.17666 1.03895 1.60803 1.02261 0.917552 1.42323 1.53164 1.15405 1.19699 0.963561 1.56765 1.86546 0.975981 1.00418 1.21362 1.24449 1.06326 0.992127 0.912522 1.09159 0.860541 1.43717
threshold=0.10312500000000001 0.13210500000000003 0.10100500000000003 -0.083359999999999976 0.40124500000000002 0.086990000000000012 0.024095000000000002 -0.15302999999999997 0.14122000000000004 -1.0000000180025095e-35 0.51164000000000009 0.086295000000000011 0.040760000000000005 0.077290000000000011 -0.15202999999999997 -0.50992999999999988 0.088965000000000016 0.090900000000000009 -0.46376499999999993 -0.085834999999999981 0.091045000000000001 0.085295000000000024 0.022185000000000003 0.084530000000000008 0.11524500000000001 0.088890000000000011 -0.011264999999999999 -0.076779999999999987 0.080890000000000017 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 8 7 11 -5 12 10 -2 -3 15 28 -15 -1 17 20 -19 -20 21 22 23 25 -24 26 -17 -28 -14 -30
right_child=1 6 -4 5 -6 -7 -8 -9 -10 -11 -12 -13 13 14 -16 16 -18 18 19 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0035768476190660859 0.0028136283002147544 0.0010723490166054163 0.00014496849592562851 0.0036355754989253978 0.0008945951958586934 0.0010846641447178607 6.5056414438855476e-05 0.002213855114510976 0.0014082136113447701 0.0012711610212652867 0.0009539792647766987 0.0021566415811206502 0.0031367919554387254 0.0024633289978259077 0.0045368398312229784 0.0036464268203708662 0.00088568274014350448 0.0025544918219720571 0.0019449362670292875 -0.00014186501755130999 0.0011692063263391904 0.0011508135108815715 0.0021182957766178144 0.0011088312968284871 0.00090089213540040121 0.0018075532241873756 0.0016407886884091155 0.0025519568258620604 0.001157677479017182 0.0024335246441990091
leaf_weight=20 38 165 22 20 22 30 32 193 41 175 23 32 51 23 21 22 20 40 33 22 23 22 191 21 25 63 43 701 28 959
leaf_count=20 38 165 22 20 22 30 32 193 41 175 23 32 51 23 21 22 20 40 33 22 23 22 191 21 25 63 43 701 28 959
internal_value=0 0.00155488 0.00177051 0.00184517 0.00232713 0.00219146 0.00108311 0.00234735 0.00234043 0.00148861 0.00211245 0.00124848 0.00235685 0.00247511 0.00345296 0.00225415 0.00223258 0.00225491 0.00171833 0.00111022 0.0023008 0.00232472 0.00234894 0.00244336 0.00197739 0.00247717 0.00253224 0.0024993 0.00243366 0.00239733
internal_weight=0 730 501 479 2391 243 229 213 2369 236 61 197 2328 1082 44 1246 1226 1206 95 55 1111 1088 1066 850 216 829 766 744 1038 987
internal_count=3121 730 501 479 2391 243 229 213 2369 236 61 197 2328 1082 44 1246 1226 1206 95 55 1111 1088 1066 850 216 829 766 744 1038 987
is_linear=0
shrinkage=0.00555105


Tree=1506
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 0 0 47 0 1 14 2 1 0 0 4 4 15 50 15 150 2 4 48 4 0
split_gain=288.207 36.1234 31.1679 19.5366 16.1904 15.9196 11.1013 9.86744 9.76943 7.00697 6.81089 6.75902 6.50064 6.38497 6.21894 5.91941 5.7238 5.58715 5.41597 5.15684 4.50034 8.97092 4.29573 4.50356 4.25278 4.19631 3.80821 3.42014 2.80293 3.61266
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.099815000000000015 -0.17966999999999997 0.40945500000000007 1.0000000180025095e-35 -0.23194499999999998 0.10019500000000002 -0.062294999999999996 0.10089500000000001 0.076175000000000007 0.11704500000000001 0.12656000000000003 -0.15350499999999997 -0.030209999999999997 0.033845000000000007 -0.059649999999999988 -0.03241999999999999 0.041865000000000006 -0.41942499999999994 0.091105000000000005 0.099185000000000009 0.057560000000000007 0.090720000000000009 -0.50427999999999995 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 8 14 -6 11 13 -1 17 -13 24 19 -2 -10 -3 26 27 25 -22 23 -7 -9 -12 -8 28 -4 -30
right_child=1 5 6 -5 7 22 18 9 16 -11 20 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003144709353033182 0.0024037689628964047 0.0020169479259566116 0.0029989970990655069 0.0013602214351642627 0.0026049726176929247 0.00094796821727393332 0.0024577361317399864 0.0022372810796926425 0.0013869889692294584 0.0010219668756202721 0.0027966842258227817 0.0024037643821548664 0.00138637119603066 0.0015602515826766976 0.0030569277483374555 0.001582022391563823 0.00083018065858811517 0.0012321501917089432 0.0018728438512793507 0.0023623293085260283 0.0023861376065318018 0.0014519117363413112 0.0012083333381323323 0.0002511156618046445 0.0015276802547499631 0.0020586628655534789 0.0020408007011714661 0.0023839028689410929 0.0026540228873126498 0.0024958409444004459
leaf_weight=22 95 21 36 75 31 29 237 78 61 21 53 29 20 75 52 20 81 92 45 191 76 26 23 44 20 20 50 125 999 374
leaf_count=22 95 21 36 75 31 29 237 78 61 21 53 29 20 75 52 20 81 92 45 191 76 26 23 44 20 20 50 125 999 374
internal_value=0 0.00141245 0.00247796 0.00190534 0.00213738 0.00117833 0.0025461 0.00188576 0.00133224 0.00177083 0.00242476 0.00156266 0.0019885 0.00186174 0.00258916 0.00226086 0.00106937 0.001378 0.00231567 0.00257506 0.00233425 0.002148 0.000690957 0.000527947 0.00209246 0.00259449 0.0023851 0.00260154 0.00262085 0.00261093
internal_weight=0 590 2531 190 422 400 2109 225 304 194 197 162 49 173 1777 115 142 113 332 1725 175 102 96 73 98 73 287 1534 1409 1373
internal_count=3121 590 2531 190 422 400 2109 225 304 194 197 162 49 173 1777 115 142 113 332 1725 175 102 96 73 98 73 287 1534 1409 1373
is_linear=0
shrinkage=0.00137286


Tree=1507
num_leaves=31
num_cat=0
split_feature=1 4 159 12 132 3 15 47 52 49 15 3 0 16 52 43 376 1 51 133 3 4 13 15 151 3 43 4 16 4
split_gain=10.2613 1.88988 1.34782 1.3241 1.63916 1.90969 1.48645 1.47039 1.53422 1.26306 1.08957 1.36562 1.58948 1.30963 1.05865 1.16775 1.64496 1.03953 0.967603 1.14733 0.947314 0.944048 0.928277 1.1384 0.867837 1.79134 0.850891 0.840453 0.941742 0.925559
threshold=0.10920500000000001 0.27287000000000006 0.082585000000000006 0.078300000000000008 0.090650000000000022 0.11924500000000002 0.050935000000000008 0.077555000000000013 -0.087769999999999987 0.14321000000000003 -0.56368999999999991 -0.0096849999999999974 -0.10474999999999998 -0.44310499999999992 0.047850000000000011 -0.008069999999999999 0.081970000000000015 0.089770000000000016 0.15000000000000002 0.085635000000000003 -0.047929999999999993 -0.04890499999999999 0.10820000000000002 -0.46743999999999997 -0.083134999999999987 0.092670000000000016 -0.076124999999999984 0.053180000000000012 -0.083539999999999989 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 6 7 8 -1 18 -3 22 13 -13 15 16 -10 -9 19 21 -4 -2 23 -12 -17 -26 -25 28 29 -5
right_child=1 10 20 27 -6 -7 -8 17 14 -11 11 12 -14 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0023784306935678884 0.0032748480674272399 0.002066149426918705 0.0019938617072806845 0.0023652305017112306 0.00036464129734036589 0.00060370473659796312 0.0030113025566520101 0.0034130866184188509 6.789081987656947e-05 0.00063992149469594111 0.0026996417037054021 0.00065190543617540215 2.8652501569883923e-05 0.0022599461978100054 0.00222300106247862 0.00261662545737375 0.0016612055552578026 0.0020726755848867002 0.0009146683508767196 0.0011692655488257163 0.00063106850889777237 0.0021252636286722827 0.00045376318597433672 0.00047691420971879343 0.0020776996233203295 0.00036602216835852268 0.0017668558870679034 0.0018792282864079184 0.0021412759809075455 0.0035368339191866769
leaf_weight=82 25 25 20 477 20 29 39 28 39 22 21 46 76 21 48 23 35 40 21 29 53 109 25 24 46 28 37 242 1371 20
leaf_count=82 25 25 20 477 20 29 39 28 39 22 21 46 76 21 48 23 35 40 21 29 53 109 25 24 46 28 37 242 1371 20
internal_value=0 0.00131801 0.0016274 0.00211868 0.0018583 0.00192666 0.0020207 0.001916 0.00175592 0.00184816 0.00100412 0.000897921 0.000556812 0.00115592 0.00152283 0.00132629 0.000821486 0.00262461 0.00199262 0.00213149 0.00100444 0.00233974 0.0013538 0.0016282 0.00171139 0.00143004 0.00125934 0.00217508 0.00221341 0.00241238
internal_weight=0 554 279 2567 457 437 408 369 301 206 275 250 143 67 219 171 74 68 184 163 73 134 107 82 97 74 61 2110 1868 497
internal_count=3121 554 279 2567 457 437 408 369 301 206 275 250 143 67 219 171 74 68 184 163 73 134 107 82 97 74 61 2110 1868 497
is_linear=0
shrinkage=0.00533549


Tree=1508
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 9 12 44 3 0 2 2 1427 480 483 16 42 42 0 14 157 12 483 129 4 1453 159 133 42 133
split_gain=8.31166 1.60967 1.30807 1.71933 1.82199 1.2188 1.16381 1.10762 1.21042 1.24803 1.12443 1.13488 1.19227 1.03235 0.974831 1.01795 1.98401 2.66863 1.03184 0.965736 0.944786 0.8675 0.841201 0.82553 0.805182 0.931102 1.04165 1.53091 0.976635 1.18195
threshold=0.10920500000000001 0.31534000000000006 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.42850999999999995 0.081805000000000017 0.10893000000000001 -0.11013499999999998 -0.13033999999999998 0.089005000000000015 0.082040000000000016 0.11747 -0.041389999999999989 0.042200000000000008 0.08426500000000002 0.089625000000000024 -0.067624999999999977 -0.47013499999999991 -0.029304999999999998 0.092465000000000006 -0.088849999999999985 -1.0000000180025095e-35 0.04735000000000001 -0.064249999999999988 0.0089800000000000019 0.082925000000000013 -0.079539999999999986 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 21 -1 -3 8 10 -10 -7 14 13 23 20 -16 18 -18 -17 -4 -12 -2 -22 -13 25 -25 28 -28 29 -27
right_child=1 6 19 -5 -6 7 -8 -9 9 -11 11 12 -14 -15 15 16 17 -19 -20 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00083769342552376079 0.0027883538082179257 0.0013007167643455469 0.0020211479978208035 0.00031946513145649419 0.0012375873162629874 0.0009484267748019041 6.0471658900255874e-05 0.0029747676783256354 0.00033850978711591408 0.0018404323112099327 0.0036192387124974975 0.0006914328036909653 0.0030431104657261555 0.0029597990732904244 0.0020571288251921144 0.0014180263590856173 -0.00070734643638426897 0.0016431931190744029 0.0030047719833785759 0.00083150300772549053 0.001795487380548011 0.0018358760428176522 0.0030882941848320486 0.00076208203666952134 0.0015241628948489175 0.003474573211495708 0.0020118282626764407 0.0035251063931489935 0.0017405856353642024 0.0020207069970054957
leaf_weight=30 41 35 22 29 124 33 56 28 28 36 20 20 22 21 1120 20 20 44 28 166 38 81 23 21 253 20 71 26 567 78
leaf_count=30 41 35 22 29 124 33 56 28 28 36 20 20 22 21 1120 20 20 44 28 166 38 81 23 21 253 20 71 26 567 78
internal_value=0 0.00118621 0.00131371 0.0015482 0.00169305 0.00190681 0.000537489 0.00191946 0.00190768 0.00118334 0.00192664 0.00194002 0.00181352 0.00178841 0.00204591 0.00200863 0.00152364 0.00090865 0.00234363 0.000970717 0.00261289 0.00215597 0.00228294 0.00176511 0.00178584 0.00187039 0.00190093 0.00241745 0.00182559 0.00231741
internal_weight=0 554 463 275 246 2567 91 2537 2509 64 2445 2412 1099 1077 1313 1232 112 64 48 188 81 122 61 1056 1036 783 762 97 665 98
internal_count=3121 554 463 275 246 2567 91 2537 2509 64 2445 2412 1099 1077 1313 1232 112 64 48 188 81 122 61 1056 1036 783 762 97 665 98
is_linear=0
shrinkage=0.00533549


Tree=1509
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 43 3 3 8 9 133 49 2 13 52 12 12 403 42 480 3 0 3 3 4 16 1 133 481 1210 133
split_gain=6.78969 1.98361 1.69505 1.65984 1.29279 1.74696 1.26448 1.0536 1.03703 1.01309 1.1426 1.07311 0.883335 0.901005 0.839003 0.787717 0.938083 0.890369 0.746636 0.735883 0.959407 0.751508 0.754236 0.851893 0.838876 0.710671 0.69457 0.877519 0.913968 0.835166
threshold=0.11829500000000003 0.078300000000000008 0.091615000000000016 -0.27302499999999996 -0.078654999999999989 -0.0043399999999999992 0.12178000000000001 1.0000000180025095e-35 0.099965000000000012 0.086990000000000012 -0.0020949999999999996 0.094835000000000017 0.043850000000000007 0.024145000000000003 -0.086254999999999984 0.099815000000000015 -0.080719999999999986 -0.14148999999999998 -0.095389999999999989 -0.049509999999999992 1.0000000180025095e-35 0.076840000000000006 0.149315 0.018150000000000003 -0.27167499999999994 0.13146500000000003 0.11269500000000002 -0.073474999999999985 1.0000000180025095e-35 0.12599500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 12 15 19 11 -11 -5 13 -6 -13 18 -17 -18 -3 -2 21 25 -23 -24 -25 -21 27 -20 -29 -28
right_child=8 7 -4 4 6 -7 -8 -9 -10 10 -12 14 -14 -15 -16 16 17 -19 26 20 -22 22 23 24 -26 -27 29 28 -30 -31
leaf_value=6.9296841904628907e-05 0.0014241902925282235 0.0008052298255451409 5.1482363343404279e-05 0.0024522979966526124 0.0017209952468725297 -0.0003002659478037956 0.00094173537139031311 0.0028960120007239087 1.4826147763249021e-05 -8.3940830962489057e-05 0.0014846850010510847 0.00061295263436737921 0.00073812778210251978 0.0024230386795740001 0.0019780095910676121 0.0020276116591313978 0.0023461469163164684 0.0012727330111696382 0.0021793433080519401 0.0011291607655414637 5.7759724255909092e-05 0.0019391540396147299 0.00018316833789759664 0.00085649279817320313 0.0020722119936003231 0.00021031979742958964 0.00058557419414818792 0.0017525893260820749 0.0026756294194396628 0.0016151139636260312
leaf_weight=23 80 22 25 31 229 21 55 21 33 24 27 28 20 64 22 72 23 262 162 42 36 32 25 41 25 51 24 1359 30 212
leaf_count=23 80 22 25 31 229 21 55 21 33 24 27 28 20 64 22 72 23 262 162 42 36 32 25 41 25 51 24 1359 30 212
internal_value=0 0.00165841 0.00138328 0.00144449 0.0015052 0.00110109 0.00167321 0.00172999 0.000899201 0.00132403 0.000746508 0.00168766 0.00180174 0.00187434 0.00121358 0.00171868 0.00149413 0.00135936 0.001763 0.000987106 0.000848349 0.000980114 0.0012484 0.0010055 0.00131699 0.00062528 0.00177479 0.00181502 0.00177253 0.00151042
internal_weight=0 2756 569 544 521 153 368 2187 365 132 51 81 313 293 50 2166 357 285 1809 332 252 216 123 91 66 93 1787 1551 1389 236
internal_count=3121 2756 569 544 521 153 368 2187 365 132 51 81 313 293 50 2166 357 285 1809 332 252 216 123 91 66 93 1787 1551 1389 236
is_linear=0
shrinkage=0.00523088


Tree=1510
num_leaves=31
num_cat=0
split_feature=1 2 1 16 33 1 482 158 1454 481 481 0 43 4 3 0 0 4 12 403 13 12 34 130 2 12 160 11 41 16
split_gain=5.51613 1.79963 1.39016 1.42327 1.00407 0.987041 0.818624 0.816887 1.2343 0.908667 0.962874 0.901075 1.48879 0.983365 1.07789 0.890012 1.00207 0.886546 0.87547 1.27124 0.763986 1.86731 1.21381 0.95418 0.702471 0.700009 0.699007 0.693425 1.16309 0.80347
threshold=0.11910500000000002 0.15361500000000003 0.096325000000000008 0.40020000000000006 0.08573500000000002 0.16773500000000005 0.11816500000000001 0.07968500000000002 0.088250000000000009 0.0028200000000000005 0.10867000000000002 0.041630000000000007 -0.032879999999999993 0.042705000000000007 0.095270000000000007 -0.04917499999999999 -0.060129999999999996 -0.46376499999999993 0.080890000000000017 -0.083259999999999987 -0.072819999999999982 0.096990000000000007 -0.028109999999999996 -0.0060099999999999989 0.090545000000000014 -0.081419999999999979 -0.080409999999999995 0.077290000000000011 0.079300000000000009 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 26 20 7 9 18 11 -11 13 -13 14 15 16 27 -14 24 -20 21 25 -22 -24 -9 -2 -4 29 -29 -1
right_child=5 -3 3 -5 -6 -7 -8 8 -10 10 -12 12 17 -15 -16 -17 -18 -19 19 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016547058778438649 0.0011973590710281071 0.00012544954163379505 0.0015719586464167106 0.0018566765863804666 0.0023245908256227139 -0.00026750207344458925 0.0025481945421432129 0.0034302470178816809 0.00067086396679104767 0.0032241720874805961 0.0016719870262508528 0.00020459860687683997 0.0019648910699063354 0.0012125990722863234 0.00063895427013677586 0.0023623249363912378 0.00070060537416568192 0.00061989422170972953 0.0027608660684981042 0.0016345416665628294 5.1565992012227821e-05 -0.00092619355687133275 0.00050937854943313235 0.0015903697627520893 0.002053538870822799 0.00041326934393175392 0.00099082580883120522 0.0031686597957481313 0.0014379158591743347 0.0010761075852808257
leaf_weight=1361 77 26 76 112 21 23 28 21 22 20 29 38 47 189 32 50 34 21 37 150 25 20 31 110 23 60 317 23 23 75
leaf_count=1361 77 26 76 112 21 23 28 21 22 20 29 38 47 189 32 50 34 21 37 150 25 20 31 110 23 60 317 23 23 75
internal_value=0 0.00155052 0.001564 0.0013124 0.00116516 0.000821783 0.00162353 0.00161173 0.0019026 0.00157384 0.00230553 0.0015549 0.00106738 0.00158382 0.00162772 0.00164793 0.00162436 0.00154952 0.00201991 0.0018574 0.000899348 0.000627191 0.00115675 0.00135271 0.0027106 0.000853962 0.00110321 0.00164556 0.00230329 0.00162449
internal_weight=0 2775 2749 526 414 346 2223 2195 253 1942 49 1893 106 1787 1598 1566 1516 68 231 187 323 157 166 141 44 137 393 1482 46 1436
internal_count=3121 2775 2749 526 414 346 2223 2195 253 1942 49 1893 106 1787 1598 1566 1516 68 231 187 323 157 166 141 44 137 393 1482 46 1436
is_linear=0
shrinkage=0.0054422


Tree=1511
num_leaves=31
num_cat=0
split_feature=1 1 39 12 4 2 4 1 14 4 47 0 14 1 12 43 2 15 2 12 4 0 15 13 16 16 157 43 3 131
split_gain=304.883 35.0866 33.9621 28.7759 20.1475 13.749 12.4405 10.3826 8.12934 7.88368 7.32061 5.73437 9.67419 8.55733 5.2456 4.32834 6.14617 4.1828 3.64121 3.46117 3.34282 3.18731 3.22958 3.04404 3.0703 2.82827 3.50753 3.00787 2.78733 2.69995
threshold=0.10752500000000002 0.13559000000000002 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.11362000000000001 0.40124500000000002 0.09253500000000002 0.076175000000000007 -0.068329999999999988 0.13082500000000002 -0.11173999999999999 -0.10708499999999999 0.085345000000000018 0.088245000000000004 -0.04890499999999999 0.11362000000000001 -0.087679999999999994 0.25063000000000007 0.093965000000000007 0.022185000000000003 -0.14649999999999996 -0.03241999999999999 -0.0075049999999999987 -0.50690499999999983 -0.0013749999999999997 1.0000000180025095e-35 -0.12152999999999999 -0.047929999999999993 0.083410000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 8 19 17 11 -7 18 12 -1 21 -13 -2 -17 -4 -3 -5 25 -14 -23 -18 -25 -16 27 -27 -11 -9
right_child=1 10 7 6 -6 9 -8 29 -10 28 -12 14 13 -15 20 16 23 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0032252958420765773 0.0011922222380169524 0.00093813336649269097 0.0027645043280813144 0.0029174038349261346 0.0016663370876964507 0.0014721923894407633 0.0014699862961291817 0.0017452718047539179 0.0031208022529982745 0.0024636362478508873 0.0016382367931079267 0.002765872021790346 0.0030357003139705732 0.0018600374957086019 0.0026949253526199375 0.0020268721421761522 0.0011343351054465395 0.0020442148144288524 0.00042118495635324861 0.0023031661199282905 0.0023727403400510519 0.0026858642253062065 0.0019841788202675549 0.0011699189725995654 0.0018714550111426681 0.0020599264016318438 0.0028629809289436778 0.0025163438987394313 0.0018855314431625019 0.0011440432115346877
leaf_weight=25 112 122 29 24 43 23 36 64 83 114 26 907 22 61 653 42 52 38 36 85 103 32 23 20 35 35 50 186 20 20
leaf_count=25 112 122 29 24 43 23 36 64 83 114 26 907 22 61 653 42 52 38 36 85 103 32 23 20 35 35 50 186 20 20
internal_value=0 0.00145332 0.00259348 0.0016878 0.00263516 0.00265299 0.00219797 0.00193662 0.00268239 0.00224475 0.000935919 0.00266503 0.00240775 0.00225965 0.00268672 0.00140438 0.00156385 0.00235598 0.000820348 0.00243841 0.00261681 0.00257622 0.00239243 0.0013821 0.00161635 0.00264402 0.00252135 0.00244406 0.00237735 0.00160212
internal_weight=0 590 2531 406 2380 2337 145 151 2180 157 184 2097 163 138 1934 261 149 67 158 109 1027 77 55 107 55 924 271 221 134 84
internal_count=3121 590 2531 406 2380 2337 145 151 2180 157 184 2097 163 138 1934 261 149 67 158 109 1027 77 55 107 55 924 271 221 134 84
is_linear=0
shrinkage=0.00142833


Tree=1512
num_leaves=31
num_cat=0
split_feature=4 2 3 52 150 159 14 12 2 2 131 10 0 16 12 457 0 0 4 51 1 51 150 48 160 43 13 4 16 403
split_gain=5.77 2.45446 1.73852 1.01936 1.24263 1.1387 1.09318 1.01162 1.32692 1.9877 0.956627 1.92945 0.884252 0.892683 1.07882 0.838397 0.866944 1.53142 1.39957 1.36728 1.27844 2.26629 0.909123 0.907452 1.47394 1.3974 0.833974 1.75869 1.02853 0.961283
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.12068000000000002 0.10620500000000001 -0.47013499999999991 -0.010834999999999999 -0.0091949999999999983 0.09358000000000001 0.093260000000000023 -1.0000000180025095e-35 0.0059850000000000016 -0.54928499999999991 -0.042789999999999988 0.29113500000000009 -0.14226499999999997 -0.13027499999999997 0.076415000000000025 0.093135000000000009 0.085605000000000014 -0.031924999999999995 -0.091839999999999991 0.093265000000000015 -0.40957499999999997 -0.50216499999999986 0.0049450000000000006 -0.50427999999999995 -0.071854999999999988 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -5 -2 8 -1 -10 11 -8 13 -13 -15 16 18 -18 19 20 -9 -22 -19 25 -25 -24 28 -28 29 -27
right_child=3 -3 -4 5 -6 -7 10 15 9 -11 -12 12 -14 14 -16 -17 17 22 -20 -21 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00049205650632452532 0.0014110087042219983 6.2729152753346676e-05 0.0006345482748671197 0.0016071204803717793 0.0017171761599796343 0.00042534859252609496 -0.00094262309117071623 0.0019402980091421298 0.0022474554977771791 0.0010226760149416104 0.0014051519589241392 0.0012369051531959203 0.0012678733280611944 -0.00067114907614598612 0.00043498002618523357 0.00058584637245856898 0.00024105512485786575 0.0025317332620089189 0.0031584771556560404 0.0026332619599269426 0.0020102827787982134 -0.00013729531106496183 0.0024985636073311555 -0.0001237785366107798 0.0013262599000839104 0.0010705231878732346 0.002555757602511091 0.0011638694374154275 0.0014445662314381393 0.001751340927603078
leaf_weight=58 30 33 64 65 24 32 30 63 50 115 21 22 30 33 78 25 25 23 20 33 24 28 39 21 151 59 26 292 885 722
leaf_count=58 30 33 64 65 24 32 30 63 50 115 21 22 30 33 78 25 25 23 20 33 24 28 39 21 151 59 26 292 885 722
internal_value=0 0.00145294 0.00146978 0.00076678 0.000603734 0.00121726 0.000494215 0.00148989 0.00115928 0.00139382 0.000365692 0.00025259 0.000472568 0.000293176 0.000106131 0.00152015 0.00152984 0.00150323 0.00188517 0.0017131 0.00144905 0.000853895 0.00151745 0.00150682 0.00114922 0.00153723 0.00151833 0.00127767 0.00156427 0.00169991
internal_weight=0 2756 2723 365 268 97 244 2659 223 165 214 193 163 133 111 2436 2411 2243 168 148 115 52 2218 2195 172 2023 1984 318 1666 781
internal_count=3121 2756 2723 365 268 97 244 2659 223 165 214 193 163 133 111 2436 2411 2243 168 148 115 52 2218 2195 172 2023 1984 318 1666 781
is_linear=0
shrinkage=0.00512831


Tree=1513
num_leaves=31
num_cat=0
split_feature=4 2 3 0 0 10 40 43 13 4 9 44 160 0 39 13 13 1416 1 4 49 16 16 3 42 376 52 52 42 39
split_gain=4.6737 1.98811 1.4082 0.858464 1.96249 1.58616 1.50773 1.09816 1.07729 0.979923 0.855355 0.944167 0.853612 0.817643 0.792507 1.31833 1.14525 0.78073 0.827433 1.19333 1.18249 1.32274 1.15862 1.10126 0.88055 0.827065 0.85021 0.803714 0.759438 0.795085
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.10474999999999998 -0.13027499999999997 -0.079859999999999987 -0.078554999999999986 0.10366000000000002 -0.41572999999999993 0.42642000000000008 -1.0000000180025095e-35 0.081805000000000017 0.079055000000000014 -0.091794999999999988 0.10076500000000001 0.27266500000000005 -0.0018299999999999998 1.0000000180025095e-35 0.091195000000000012 -0.080584999999999976 0.0034800000000000005 -0.014034999999999997 0.054560000000000004 -0.088784999999999989 0.11457500000000002 0.084145000000000011 -0.38533999999999996 -0.088614999999999985 -0.019989999999999997 0.098905000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 6 -5 -2 13 -8 -10 12 14 -1 -7 15 17 -16 18 -12 22 23 -22 -20 -21 25 26 -25 -28 -15 -30
right_child=3 -3 -4 5 -6 7 8 -9 9 -11 11 -13 -14 28 16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=9.1500683808605932e-05 -0.0006589976454431459 6.1110059423690458e-05 0.00061816990655895183 -0.00080634137538013325 0.0022768437650854032 -8.8462383964214625e-05 -0.00017644332807505221 -0.00050137239491118517 0.00090117758344817765 0.002183922569348047 0.0014950458690167058 0.0023335390404504949 0.0015930227174994923 6.1485534592810176e-05 0.0015975760167630671 0.0027344850284349216 -5.0031933594780601e-05 0.0023015512750348892 0.0028970675195151398 0.00023573812879850199 0.0012870387770630113 -0.00052451436377674908 0.0014759781716920243 0.0007140223664481969 0.00056280148961157246 0.00038812953387388908 0.0026946354784983229 0.0015305447333763696 0.0015105712756962356 0.00044719827525184762
leaf_weight=28 20 33 64 25 32 24 20 21 69 25 1937 38 20 21 26 25 26 33 22 32 23 27 90 36 42 22 20 212 78 30
leaf_count=28 20 33 64 25 32 24 20 21 69 25 1937 38 20 21 26 25 26 33 22 32 23 27 90 36 42 22 20 212 78 30
internal_value=0 0.00141543 0.00143185 0.000746988 0.00104174 0.000501112 0.000746795 0.000688964 0.000993425 0.00124233 0.00145143 0.00146493 0.000717135 0.000852344 0.0014521 0.00146609 0.000773772 0.00145339 0.00144203 0.00124678 0.00110926 0.0003088 0.00175512 0.00121921 0.001314 0.0014228 0.00150774 0.0016309 0.00102738 0.00121519
internal_weight=0 2756 2723 365 166 199 134 174 114 94 2659 2611 48 153 2573 2521 52 2496 2463 526 414 50 112 364 332 290 268 232 129 108
internal_count=3121 2756 2723 365 166 199 134 174 114 94 2659 2611 48 153 2573 2521 52 2496 2463 526 414 50 112 364 332 290 268 232 129 108
is_linear=0
shrinkage=0.00555105


Tree=1514
num_leaves=31
num_cat=0
split_feature=4 2 3 106 52 150 14 13 10 0 159 13 0 0 1 39 16 394 3 42 128 128 3 52 13 1455 133 1455 160 4
split_gain=3.7857 1.61037 1.14064 0.746714 0.729618 0.996608 0.847227 0.933852 2.79751 0.990095 0.76224 0.738692 0.952346 0.872982 0.908647 0.715348 0.738786 0.994058 1.45645 0.912943 0.961698 0.994166 0.920688 0.844525 2.01213 1.36222 0.843642 0.769169 1.22812 0.802595
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.039215000000000007 0.12068000000000002 -0.47013499999999991 -0.15714499999999998 -1.0000000180025095e-35 -0.12333499999999999 0.10620500000000001 0.05868000000000001 -0.036484999999999997 -0.084674999999999986 0.10956 -0.0091949999999999983 -0.083539999999999989 -0.081744999999999984 -0.085784999999999986 0.11934000000000002 0.11170500000000001 0.084155000000000021 -0.087784999999999988 0.5140450000000002 -0.039649999999999998 0.10752500000000002 -0.46007999999999999 -0.23681499999999997 -0.55248999999999981 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 6 -2 9 -9 -8 -6 12 13 14 -10 -1 26 18 -18 20 21 23 -23 25 -25 27 -17 -19 -29 -30
right_child=4 -3 -4 -5 10 -7 7 8 11 -11 -12 -13 -14 -15 -16 16 17 19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0021292648093483371 0.0012403305931537028 5.2863380762887025e-05 0.0005347490523892139 0.00043232791509333426 0.0013745551134363863 0.0015400992786705871 0.00029906069434720975 -0.0017850116561118291 -0.00034367477689735334 0.0017995201530126357 0.0003686094602015599 -0.00044784216840340298 0.0013689490320034567 -0.00066599792619143842 0.0010103240370320044 0.002182168876003563 -0.00053198517685765809 0.0019951808532811923 0.0012064413306882985 0.00064052153926256528 0.00041758968336027825 0.0014727973022029227 0.0026508951372747869 0.0014595962532451166 -0.00075619654811652102 0.002543765343077156 0.0013561212204419245 -6.475704790011461e-05 0.0016314757613416673 0.0011950682200455197
leaf_weight=27 30 33 64 31 65 24 31 20 21 21 32 27 29 22 43 37 23 37 34 74 39 69 26 28 20 23 722 21 132 1316
leaf_count=27 30 33 64 31 65 24 31 20 21 21 32 27 29 22 43 37 23 37 34 74 39 69 26 28 20 23 722 21 132 1316
internal_value=0 0.00122442 0.00123862 0.00125556 0.000646184 0.00050267 0.000400627 0.000282912 8.32244e-05 0.000905015 0.0010427 0.000346356 0.00053282 0.00025087 0.000566043 0.00126527 0.00125631 0.00119858 0.000504971 0.00122073 0.00124583 0.00126515 0.00179522 0.00123321 0.000536349 0.00125509 0.00139639 0.00123541 0.00121627 0.00123485
internal_weight=0 2756 2723 2659 365 268 244 214 162 52 97 142 115 86 64 2628 2601 1842 57 1785 1711 1672 95 1577 48 1529 759 1506 1469 1448
internal_count=3121 2756 2723 2659 365 268 244 214 162 52 97 142 115 86 64 2628 2601 1842 57 1785 1711 1672 95 1577 48 1529 759 1506 1469 1448
is_linear=0
shrinkage=0.00533549


Tree=1515
num_leaves=31
num_cat=0
split_feature=4 2 3 3 12 16 13 448 48 14 16 3 3 3 12 15 40 2 12 2 0 3 1 48 3 43 15 129 43 131
split_gain=3.06641 1.3044 0.923919 0.726532 0.890354 0.887239 1.57678 0.885174 0.91329 0.857764 0.886128 0.78145 0.657734 1.87496 0.764213 1.04153 1.03767 0.716639 0.628812 0.70444 1.2424 0.642179 0.621464 0.619419 0.657081 0.861726 0.631762 0.618525 0.699203 1.52885
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.63141500000000017 -0.10022999999999999 -0.44310499999999992 -0.088319999999999996 -0.065209999999999976 0.12118000000000002 -1.0000000180025095e-35 -0.4179199999999999 -0.020429999999999997 0.12745000000000004 0.10893000000000001 -0.010834999999999999 -0.14601999999999996 -1.0000000180025095e-35 -0.080614999999999978 0.11734000000000001 0.10444500000000002 -0.055064999999999996 -0.059315 0.11230000000000001 0.084855000000000014 -0.0096849999999999974 -0.085594999999999991 -0.094329999999999983 0.11234000000000001 0.0016850000000000001 0.094655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -2 7 -7 -6 22 11 -11 -8 13 14 15 -1 23 -16 27 21 -21 -20 -9 24 25 -17 -25 28 -19 -30
right_child=3 -3 -4 -5 5 6 9 8 -10 10 -12 -13 -14 -15 17 16 -18 18 19 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.0016763760852938814 0.0011666349944782033 4.0606517749816494e-05 0.00041076285429919915 -0.00034745745237927387 2.4051559126693377e-05 -0.00082910372724156155 0.0012588540124442611 0.0013922834579616632 -1.693502781991411e-05 0.00056821651237897917 -0.00077111658145221859 0.00023583449429396083 0.0015230798133575607 -0.0002385409031552339 0.0017745179756512241 0.0013784883179189119 -0.0001144553964031731 0.0010289802882040436 0.00054424363888909227 -0.00046458288575666637 0.0009099475740190063 0.001659966902386798 0.0007175551831439807 -0.00016383422298193513 0.0015605343369328401 7.2449662896377409e-05 0.00072084032450443118 0.0017421213367258034 0.00075189300108349864 0.0020441628268059978
leaf_weight=21 42 33 64 20 35 26 32 48 22 21 20 30 43 27 24 20 34 1829 23 25 30 20 69 22 32 22 70 23 374 20
leaf_count=21 42 33 64 20 35 26 32 48 22 21 20 30 43 27 24 20 34 1829 23 25 30 20 69 22 32 22 70 23 374 20
internal_value=0 0.000940531 0.000951437 0.00049636 0.000545277 0.000459149 0.00017296 0.000671323 0.000834305 0.000425909 -8.51167e-05 0.000763845 0.00096445 0.000955268 0.000967718 0.000711618 0.000610319 0.000991619 0.000983603 0.000626539 0.000285161 0.00106318 0.000994367 0.000758766 0.00106893 0.000694373 0.000509288 0.000999183 0.000991496 0.00081749
internal_weight=0 2756 2723 365 345 303 129 174 139 103 41 62 2659 2616 2589 221 200 2368 2344 98 55 43 117 166 74 42 92 2246 2223 394
internal_count=3121 2756 2723 365 345 303 129 174 139 103 41 62 2659 2616 2589 221 200 2368 2344 98 55 43 117 166 74 42 92 2246 2223 394
is_linear=0
shrinkage=0.00455379


Tree=1516
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 1 2 47 4 1 1 52 1 2 1 4 15 0 0 51 4 12 48 16 52 14
split_gain=312.748 51.7569 28.8178 25.3055 23.6449 15.6505 11.954 11.1044 10.5216 7.2068 7.19448 5.73785 4.42848 4.07905 3.66958 3.50589 3.40892 4.74965 3.07029 2.79503 3.66401 2.49691 2.4686 2.40128 2.30981 2.27979 2.34159 2.22097 2.00544 2.59001
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.27834500000000006 0.09253500000000002 0.089885000000000007 0.13082500000000002 -0.17966999999999997 0.11669000000000002 0.16540500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090540000000000023 0.033845000000000007 -0.016799999999999995 0.18019500000000002 -0.026509999999999995 0.11144500000000002 0.038415000000000012 0.090285000000000018 0.089575000000000016 -0.10850999999999998 -0.087769999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 8 -6 10 -5 18 14 -3 19 28 -12 21 -18 23 20 -14 24 -7 -1 25 26 -17 -26 -4 -30
right_child=1 2 11 9 7 22 -8 -9 -10 -11 15 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0027957796182028118 0.0026665297811932654 0.0019960496623983464 0.00037242455909289486 0.0024344688148249427 0.0024030976686189556 0.0021904495773088506 0.0032525076658754624 0.0014381872806724476 0.0016269266487487085 0.0015635930999808559 0.0029929708828997674 0.0015636220315422241 0.0014204039292914031 0.0010697682410763614 0.00014589459146208052 0.0028996720690504085 0.0016416051678539744 0.0025184304000209147 0.0025950174851094941 0.0016258044751250292 0.00068633234610520374 0.0020489391200155219 0.0015005664549577506 0.002353706288202259 0.0025985356466825911 0.0025856066871322498 0.0023488796081849021 0.00227446461970498 0.0013878584112189643 0.00078602243719403699
leaf_weight=1063 76 21 20 34 87 22 84 40 22 61 43 21 61 126 22 114 22 40 241 84 21 20 26 29 107 392 21 89 20 92
leaf_count=1063 76 21 20 34 87 22 84 40 22 61 43 21 61 126 22 114 22 40 241 84 21 20 26 29 107 392 21 89 20 92
internal_value=0 0.00148647 0.00134064 0.00264213 0.00154757 0.00267333 0.00269131 0.00209919 0.00266991 0.00187527 0.00268043 0.000820374 0.00132375 0.0012754 0.000719022 0.00257128 0.00254876 0.0022073 0.00274987 0.00143148 0.00123241 0.00257725 0.00181676 0.00278404 0.00259186 0.00264411 0.00281399 0.00245138 0.000814543 0.000893493
internal_weight=0 691 615 2430 440 2335 2287 127 2203 95 2181 175 313 292 154 848 805 62 1333 166 82 743 48 1092 723 527 135 196 132 112
internal_count=3121 691 615 2430 440 2335 2287 127 2203 95 2181 175 313 292 154 848 805 62 1333 166 82 743 48 1092 723 527 135 196 132 112
is_linear=0
shrinkage=0.00151575


Tree=1517
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 150 2 2 2 14 4 15 2 2 4 1 50 3 43 15 13 40 3 16 159 52 15
split_gain=247.695 30.6248 28.6531 16.9082 14.2846 11.1814 10.4248 8.53127 7.90048 7.29038 6.4034 5.68263 5.47449 4.35263 4.31938 3.95442 3.82662 3.271 3.13602 3.05457 3.02855 4.64403 3.01515 2.80723 2.78639 2.75264 2.74497 2.61675 3.07134 2.57443
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14530500000000005 0.095330000000000012 0.11362000000000001 0.09487000000000001 -1.0000000180025095e-35 0.10803500000000001 1.0000000180025095e-35 0.076175000000000007 0.024790000000000003 0.13592500000000005 0.085730000000000015 0.11704500000000001 0.033845000000000007 0.12958500000000003 0.041865000000000006 0.095270000000000007 -0.083134999999999987 -0.077844999999999984 -1.0000000180025095e-35 -0.063404999999999989 0.12745000000000004 -0.12029499999999999 0.078675000000000009 0.061605000000000007 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 7 9 12 8 11 -3 18 22 17 14 -8 -13 -2 -4 -11 29 21 -6 -1 24 -12 -25 -19 28 -17 -7
right_child=1 5 6 -5 20 19 13 -9 -10 10 23 15 -14 -15 -16 27 -18 26 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018581607901570459 0.0019228153204381151 0.0005833988257110675 0.0021441540596076284 0.00095099281399958898 0.0012944902147878237 0.00040643330434064951 0.0020080661921140809 0.001118708011835366 0.0011204133822524261 0.0019359150308996184 0.00113144786560922 0.0024671725273268923 0.0026077984460986031 0.0016682474792397606 0.0013413514643184981 0.0017172392656354916 0.0012488976937190552 0.0020496964233831746 0.0011611254498985744 0.00082436615153773764 0.0014970448256792699 0.00044861448274880589 0.0011330371741962331 0.00094093064351647077 0.0006378648683637169 0.0015206858173459541 0.001637485964441261 0.0022247408361037936 0.0021670605909926972 -0.00016185158822314193
leaf_weight=23 95 89 1373 75 35 54 403 31 24 21 33 37 47 114 20 92 20 107 20 23 39 20 22 42 70 26 45 55 44 22
leaf_count=23 95 89 1373 75 35 54 403 31 24 21 33 37 47 114 20 92 20 107 20 23 39 20 22 42 70 26 45 55 44 22
internal_value=0 0.00100536 0.00201289 0.00146826 0.00167981 0.000785479 0.00207954 0.00181774 0.0018907 0.000919749 0.00106095 0.00195842 0.00213708 0.00191109 0.00197654 0.00204817 0.00180561 0.00212258 0.00155797 0.000377243 0.00119856 0.000986899 0.00150366 0.000941785 0.000796003 0.0011626 0.00192766 0.001967 0.00186277 0.00024193
internal_weight=0 590 2531 190 422 400 2109 328 297 301 212 273 1572 537 423 228 115 1525 41 99 94 55 45 171 103 68 152 191 136 76
internal_count=3121 590 2531 190 422 400 2109 328 297 301 212 273 1572 537 423 228 115 1525 41 99 94 55 45 171 103 68 152 191 136 76
is_linear=0
shrinkage=0.00140032


Tree=1518
num_leaves=31
num_cat=0
split_feature=4 2 3 12 2 2 4 0 0 40 10 3 49 16 0 457 45 14 13 14 9 0 157 16 4 3 41 150 48 4
split_gain=4.19662 1.4968 1.19081 0.89016 0.959273 1.56837 0.888162 0.798227 1.70056 1.18935 1.16167 0.946429 1.01091 0.904614 0.826261 0.768321 0.745749 0.712139 0.798928 0.836816 0.687699 0.668757 1.66877 1.22967 1.39891 1.21607 0.897035 0.677115 0.708779 0.882418
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 -0.0091949999999999983 0.094835000000000017 0.0016150000000000003 -0.10474999999999998 -0.13027499999999997 -0.078554999999999986 -0.079859999999999987 0.31534000000000006 -1.0000000180025095e-35 -0.5048999999999999 -0.081894999999999982 0.31508000000000008 0.084355000000000013 0.019675000000000002 0.073000000000000023 0.08104500000000002 -0.08477999999999998 -0.10096999999999999 -0.067349999999999979 -0.014034999999999997 -0.0016099999999999997 0.096675000000000011 0.081560000000000007 -0.090724999999999986 0.093265000000000015 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 20 6 -6 8 9 -2 -9 12 -11 -14 -12 16 17 21 19 -19 -1 22 -5 24 -24 -26 27 -23 29 -29
right_child=7 -3 -4 15 5 -7 -8 10 -10 11 14 -13 13 -15 -16 -17 -18 18 -20 -21 -22 26 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00099792008198390514 -0.00058255333975753805 0.00011464126238868972 0.00055576947619167801 -0.00034830801654489032 0.0028543906812495247 0.00080901563168470113 0.0014179171217187411 -0.0006996434735217084 0.0020903094833400744 0.000382455312484341 -0.00019619174440451575 -6.9244766591486202e-05 0.0010397617851569123 0.0024843692702746414 0.00076853580748383976 0.00026921880179353667 0.0022171519935790087 0.0029066389065870767 0.00088258785307617589 0.0016505337089728488 -0.00021169852402813408 0.0022633313936274218 1.9980203074204667e-05 0.0024087833069263661 0.0010606017286369756 0.0025600421031736712 0.0002937708496129612 0.0021768485016266169 0.00099185449006199198 0.0013724720202361053
leaf_weight=28 20 33 64 24 21 108 36 25 32 33 34 25 34 22 140 20 31 26 21 44 30 26 33 23 100 20 24 43 148 1853
leaf_count=28 20 33 64 24 21 108 36 25 32 33 34 25 34 22 140 20 31 26 21 44 30 26 33 23 100 20 24 43 148 1853
internal_value=0 0.00128977 0.00130401 0.00132202 0.000986331 0.00120219 0.00194714 0.000656357 0.000940583 0.000666021 0.000419263 0.00088507 0.00115314 0.00160729 0.000580026 0.00135275 0.00136172 0.0013506 0.0018322 0.00211709 0.000372255 0.0013315 0.00102481 0.00121206 0.00103216 0.00131051 0.00136079 0.00137316 0.00136183 0.00139071
internal_weight=0 2756 2723 2659 223 165 57 365 166 134 199 114 89 56 174 2436 2416 2385 91 70 58 2294 200 176 153 120 2094 2070 2044 1896
internal_count=3121 2756 2723 2659 223 165 57 365 166 134 199 114 89 56 174 2436 2416 2385 91 70 58 2294 200 176 153 120 2094 2070 2044 1896
is_linear=0
shrinkage=0.00555105


Tree=1519
num_leaves=31
num_cat=0
split_feature=1 97 33 2 1 1456 400 40 123 4 11 455 51 51 1 15 52 159 15 41 1429 160 15 159 483 41 483 158 1429 2
split_gain=3.40654 1.24907 1.35096 1.03012 0.913225 0.910126 0.9696 0.786982 0.872412 0.760011 0.950418 0.814485 0.786223 0.913101 1.32742 1.0445 0.891326 1.50633 1.96924 0.855896 0.936169 2.53515 3.65032 0.94419 1.01702 0.855049 0.770215 0.794353 0.747112 0.741575
threshold=0.11910500000000002 -0.0047149999999999996 0.083840000000000012 0.097070000000000004 0.16773500000000005 -0.080829999999999985 -0.077734999999999985 0.051255000000000002 0.084995000000000015 0.23246000000000003 0.080455000000000013 0.088965000000000002 0.081440000000000026 0.092235000000000011 0.077565000000000009 0.087825000000000014 0.26521500000000003 -0.46048499999999998 -0.080694999999999989 0.075585000000000013 0.084770000000000012 -0.074254999999999988 -0.0079099999999999986 0.11389500000000001 -0.17649999999999996 0.083035000000000012 0.11494000000000001 0.082560000000000008 0.087865000000000013 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -2 -5 -7 8 -8 10 11 12 19 14 15 -14 -15 -18 -19 20 23 22 -22 26 -25 -21 27 -3 -23 -10
right_child=4 2 -4 5 -6 6 7 -9 29 -11 -12 -13 13 16 -16 -17 17 18 -20 25 21 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00019636830004796723 0.0006906876083034489 0.001362729380911115 0.0027703390783695254 0.0020122158433581276 -0.00052420285026484115 -0.00026697540714919671 0.0011438350894097814 -7.6456175875899105e-05 -0.00045602974896639611 0.0005904174630221795 0.0021720793369572394 0.0023835778896503677 0.0019706334176001331 0.0015461207834947318 -0.00055375982818101858 0.00011057002078706797 0.0019267864354612825 0.0012855228554643678 -0.0013285895357646909 0.0030507659467843861 0.0010782648630835328 0.0026851048509987435 -0.0019967301654529677 0.0016039099620832973 -9.9928915446270949e-05 0.0013282192797466272 0.00046643514424419608 0.0018829591489735349 0.0011283380469136839 0.00089047417968164818
leaf_weight=40 323 1236 20 33 23 20 654 21 22 50 45 24 22 104 29 20 21 20 20 20 37 20 21 20 31 20 31 111 23 40
leaf_count=40 323 1236 20 33 23 20 654 21 22 50 45 24 22 104 29 20 21 20 20 20 37 20 21 20 31 20 31 111 23 40
internal_value=0 0.00122981 0.00124493 0.00123369 0.000609929 0.00105457 0.00101283 0.00104756 0.00108052 0.0013072 0.00132631 0.00130551 0.00129119 0.00097417 0.000415582 0.00108489 0.00121453 0.0006492 -2.15333e-05 0.00133884 0.0013166 0.000768498 -3.50954e-05 0.00135534 0.000568243 0.00218949 0.00138447 0.0014056 0.00185242 0.000412682
internal_weight=0 2775 2735 2715 346 790 757 737 716 1925 1875 1830 1806 236 71 42 165 61 40 1570 1530 101 58 1429 51 40 1378 1347 43 62
internal_count=3121 2775 2735 2715 346 790 757 737 716 1925 1875 1830 1806 236 71 42 165 61 40 1570 1530 101 58 1429 51 40 1378 1347 43 62
is_linear=0
shrinkage=0.00589082


Tree=1520
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 12 2 2 3 14 47 15 4 47 4 3 2 1 1 49 31 39 4 0 4 1 16 50
split_gain=372.006 46.4816 42.5324 24.6424 21.765 17.9245 13.8082 12.5408 11.323 10.9669 8.19244 7.27804 7.01452 5.83996 5.36647 5.13062 4.56261 7.12906 4.4164 4.14553 4.10904 3.84628 3.27559 3.21747 3.17393 2.99838 2.84026 2.51847 2.49109 2.48827
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 -0.16363499999999997 0.095330000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.076175000000000007 0.077555000000000013 0.13592500000000005 0.00063500000000000004 0.091680000000000011 -0.046564999999999988 0.092670000000000016 0.11411 0.12958500000000003 0.16175000000000003 -0.085174999999999987 -0.077289999999999984 0.096625000000000016 0.052250000000000012 -0.066089999999999996 -0.033174999999999989 0.13075500000000004 -0.12029499999999999 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 8 -6 11 22 19 -1 24 16 14 -9 21 -12 -18 -2 -10 29 -8 -3 26 -4 -23 -11 -5 -26 -7
right_child=1 5 7 27 6 20 15 13 9 23 12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 25 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0017087472714958879 0.0025371638516506604 0.0010690237558819101 0.0028239392255569769 0.0014418836648044412 0.0027634713661902244 0.00045776028493206517 0.0020997260223700521 0.0026868308227839741 0.0025721064260872568 0.0018314230790062256 0.0028632469764179815 0.0034188630592083798 0.0032950975623590767 0.0018831591863336136 0.0023362678628433436 0.0021978067177975628 0.0025155809955484873 0.0015398322407263983 0.0017355562531927017 0.0015995469753187952 -0.00014231177229247915 0.0015094161023484001 0.00047677572030622577 0.00075557169768133471 0.0027066665950123596 0.00086744475904113614 0.001222886899044591 0.00083259699197514288 0.0022490758919001936 0.0010317061016920153
leaf_weight=26 92 41 1381 50 31 65 21 360 22 22 58 47 32 30 147 31 96 22 20 20 21 83 49 29 105 22 110 24 39 25
leaf_count=26 92 41 1381 50 31 65 21 360 22 22 58 47 32 30 147 31 96 22 20 20 21 83 49 29 105 22 110 24 39 25
internal_value=0 0.00129704 0.0026603 0.0019366 0.00221225 0.00100259 0.00182053 0.00274995 0.00120304 0.00140541 0.00252697 0.00281963 0.00262925 0.00254597 0.00258519 0.00163434 0.00250818 0.00233366 0.00239402 0.00210898 0.0004735 0.00149571 0.000746578 0.00122187 0.00280116 0.00137491 0.00132431 0.00124428 0.00258274 0.00061719
internal_weight=0 590 2531 186 422 404 188 2109 293 203 234 1572 208 537 507 157 176 118 112 42 111 126 90 161 1525 105 132 74 144 90
internal_count=3121 590 2531 186 422 404 188 2109 293 203 234 1572 208 537 507 157 176 118 112 42 111 126 90 161 1525 105 132 74 144 90
is_linear=0
shrinkage=0.00154607


Tree=1521
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 2 47 14 1 1 2 1 16 52 2 47 49 4 2 3 3 52 52 48 475 0 52 133 1447
split_gain=380.283 61.1271 31.3457 29.0927 20.6463 17.752 11.8292 11.5104 11.1825 9.13528 6.9363 7.58521 5.90559 5.87213 5.80402 5.07882 4.00434 3.9497 3.93098 3.45529 3.32072 4.88942 3.17368 2.73598 2.71142 2.51294 3.32574 2.45683 2.47421 2.42552
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.11690500000000002 0.14122000000000004 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.16540500000000002 -0.042349999999999992 -0.52606999999999993 -0.0091949999999999983 0.10648500000000001 -0.054984999999999992 0.27287000000000006 0.089885000000000007 0.0041950000000000008 0.11658 -0.56176499999999996 0.060015000000000006 0.083685000000000009 -0.082014999999999991 -0.030209999999999997 0.086450000000000013 0.11667000000000001 -0.082954999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 16 18 12 10 -4 19 15 23 -9 -2 -12 20 -16 22 -1 24 -22 -6 -7 -3 -24 27 28 -27 -21
right_child=1 5 9 -5 6 7 -8 13 -10 -11 11 -13 -14 -15 17 -17 -18 -19 -20 29 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0075041844696122784 0.007545214396219916 0.0055252916824616626 0.0071421034913553266 0.0060621801121113223 0.0076148264376992717 0.0054158636412132265 0.0063751654699677196 0.0058099213666191439 0.0079781567535121972 0.0062234235887123485 0.0066446732964296051 0.0064379297506220153 0.0046967628642660686 0.0066722695469927148 0.0063767276279089206 0.0073434645499024353 0.0067961230013197206 0.0070745900547953188 0.0066029309727587884 0.0077435646588737139 0.00677404196039064 0.0060394996020935636 0.0075826509977764299 0.0058159929523486555 0.0061277201447365237 0.0071600260237852471 0.0067708221751563427 0.0073489597394799534 0.0067116595457225739 0.0073224023426457143
leaf_weight=1050 45 27 34 84 36 144 41 49 76 63 23 23 20 24 21 274 20 78 23 30 29 51 28 46 35 154 44 121 30 398
leaf_count=1050 45 27 34 84 36 144 41 49 76 63 23 23 20 24 21 274 20 78 23 30 29 51 28 46 35 154 44 121 30 398
internal_value=0 0.00612883 0.00734114 0.00673021 0.00737397 0.0058207 0.00710866 0.00560486 0.0074415 0.00654544 0.00741881 0.00722815 0.00543503 0.00609343 0.00711989 0.00728935 0.00619776 0.00692656 0.00717764 0.00746009 0.00611348 0.00630577 0.00720964 0.00551274 0.00586537 0.00717095 0.00713792 0.00719088 0.00708692 0.00735192
internal_weight=0 673 2448 228 2351 445 477 283 1874 97 1798 320 210 73 144 297 162 99 436 1478 142 80 413 190 62 377 349 305 184 428
internal_count=3121 673 2448 228 2351 445 477 283 1874 97 1798 320 210 73 144 297 162 99 436 1478 142 80 413 190 62 377 349 305 184 428
is_linear=0
shrinkage=0.00142833


Tree=1522
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 4 4 1 0 0 15 4 1 16 4 12 50 1 16 12 40 0 1 4 4 49
split_gain=379.925 64.2288 32.0226 26.3853 20.4832 18.1842 14.9041 14.6313 12.3687 11.029 10.6839 9.41671 7.63228 8.26517 7.94231 5.94517 4.88318 4.82495 4.40198 7.37629 4.10459 3.50863 3.45789 3.42085 3.39317 3.21347 3.20499 2.94358 2.91411 4.01729
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.033845000000000007 -0.35136499999999998 0.077845000000000011 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 0.27834500000000006 0.122715 -0.10850999999999998 -0.49013999999999996 0.08401500000000002 0.041865000000000006 0.13075500000000004 -0.039889999999999988 0.09320500000000001 -0.078554999999999986 -0.026509999999999995 0.11669000000000002 -0.14098499999999997 0.42642000000000008 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 9 24 -9 12 -10 -4 14 -14 -1 17 -2 -11 23 -20 -6 -5 -16 -15 -3 -7 28 -21 29 -12
right_child=1 4 11 21 20 25 -8 8 10 15 26 -13 13 18 22 -17 -18 -19 19 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030577597246660227 0.0025128373881343749 0.0010943944610243685 0.0025076411200545545 0.0015747619085092661 0.00042560690103010532 0.0021896998608849404 0.0032667385911969199 0.0023273899133018829 0.0023435955361261812 0.0026240320352777604 0.0016856587799516068 0.0015213113496583008 0.0027827738852250704 0.0029801726743334447 0.0017607626039913239 0.0016803830266606888 0.0018607766461358896 0.0022383101927863414 0.0019001735858329453 0.0021653293539296791 0.0010741327658300623 0.00093009555238604351 0.0024412506852817791 0.0024557592117563035 0.00055939704318382143 0.0014479852218598349 0.0010180634775443602 0.0026012869942158875 0.0018625363697832951 0.0010797389436061964
leaf_weight=20 122 46 28 61 85 22 84 30 20 149 34 67 1190 86 39 22 29 119 36 34 26 24 25 36 51 26 76 447 22 65
leaf_count=20 122 46 28 61 85 22 84 30 20 149 34 67 1190 86 39 22 29 119 36 34 26 24 25 36 51 26 76 447 22 65
internal_value=0 0.00142464 0.00262491 0.00202929 0.00111102 0.00265799 0.00267625 0.00128317 0.00146776 0.00265373 0.00134892 0.00181202 0.00269308 0.00271241 0.0022721 0.00239417 0.00238761 0.00245276 0.00258138 0.0025238 0.000577514 0.00139274 0.00202658 0.00282543 0.000813107 0.00178794 0.00124794 0.00257047 0.00139232 0.00128783
internal_weight=0 691 2430 236 455 2335 2287 344 247 2203 217 95 1913 1829 84 290 151 268 639 517 111 85 64 122 97 48 197 481 121 99
internal_count=3121 691 2430 236 455 2335 2287 344 247 2203 217 95 1913 1829 84 290 151 268 639 517 111 85 64 122 97 48 197 481 121 99
is_linear=0
shrinkage=0.00142833


Tree=1523
num_leaves=31
num_cat=0
split_feature=1 4 105 1 1348 52 48 0 41 15 15 2 43 4 1 0 2 10 39 48 15 3 15 3 13 49 52 4 16 43
split_gain=6.51922 1.73656 1.40617 1.87606 1.30301 1.22773 1.17052 1.12057 0.965576 1.32798 1.15833 0.942904 0.977371 1.06442 0.908798 1.03062 0.979753 0.840299 0.678357 0.665052 0.739338 0.863078 0.910164 0.866812 0.780384 1.03603 2.19566 1.04925 0.852465 1.05847
threshold=0.10312500000000001 -0.39518999999999993 1.0000000180025095e-35 0.16540500000000002 0.092395000000000019 0.19022000000000003 0.14093000000000003 0.18019500000000002 0.092100000000000015 -0.24436499999999997 -0.14809499999999998 -0.080614999999999978 0.0061450000000000003 0.49041500000000005 0.10587000000000001 -0.14832499999999996 0.10855000000000002 -0.0026549999999999994 0.099745000000000014 0.10168500000000001 -0.13578499999999996 0.10732000000000001 -0.094329999999999983 -0.083154999999999993 0.0049450000000000006 0.0034800000000000005 -0.15275999999999998 -0.42529999999999996 0.0057500000000000008 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 8 17 9 11 -11 -3 13 -13 -12 -16 -17 -1 -15 20 -19 22 23 -22 28 27 -27 -26 29 -24
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 14 12 -14 18 15 16 -18 19 -20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00099650798491698867 0.0019832091701505608 0.0015328046010259469 0.0024654714753966299 -0.00037787326756057578 -0.00013750259667091649 0.0018684256085763316 0.00020678530012873176 0.0007234263447014809 0.0022738531056903945 0.0024765406129598076 0.00037001318087157107 -0.00029177611622059526 -0.00041286496627589641 0.0012336133046870331 0.0022602030596505008 0.0015316995037038613 0.0008117651161383176 0.0022401665427300489 0.00031720437415245839 0.001388149435114325 0.00041699576869516956 0.0010192576378844191 0.0019996428302010154 0.0015566582342069458 0.0026779321187077963 0.0019120182187524664 -0.00010877934612341065 0.0016028316994177499 0.0016297377664029268 0.0016143059248480299
leaf_weight=39 67 35 20 24 22 60 39 29 20 22 30 22 23 77 29 115 94 96 31 118 21 41 1023 140 28 31 28 220 336 241
leaf_count=39 67 35 20 24 22 60 39 29 20 22 30 22 23 77 29 115 94 96 31 118 21 41 1023 140 28 31 28 220 336 241
internal_value=0 0.00118065 0.00109955 0.00105706 0.0011127 0.00115877 0.00107947 0.00174541 0.00114782 0.0011007 0.00132269 0.00075827 0.000581089 0.000756942 0.00122798 0.00133612 0.0012079 0.00175796 0.00097057 0.00177075 0.00179122 0.00177078 0.00178568 0.00140801 0.00181757 0.001576 0.000952996 0.00172421 0.00186392 0.00192617
internal_weight=0 730 663 643 619 597 537 2391 498 478 290 188 153 130 268 238 209 2362 108 2323 2205 2109 2068 161 1907 307 59 248 1600 1264
internal_count=3121 730 663 643 619 597 537 2391 498 478 290 188 153 130 268 238 209 2362 108 2323 2205 2109 2068 161 1907 307 59 248 1600 1264
is_linear=0
shrinkage=0.00523088


Tree=1524
num_leaves=31
num_cat=0
split_feature=4 2 15 48 15 12 2 2 457 0 34 1 4 0 4 16 453 0 16 2 149 48 0 48 3 14 42 15 48 160
split_gain=5.34146 1.85894 1.24083 1.17449 1.1423 1.07297 1.28867 1.50883 1.01217 1.06282 0.874121 0.864456 0.827345 1.34969 2.03579 1.06047 0.911545 0.910352 0.882692 0.839053 0.814883 0.825171 1.16082 1.10127 1.0832 0.930997 0.841744 0.76125 0.758696 1.28246
threshold=0.27044500000000005 0.14285500000000004 -0.03241999999999999 0.094925000000000023 0.13592500000000005 -0.010834999999999999 -0.0091949999999999983 0.09358000000000001 0.29113500000000009 -0.14920999999999998 -0.072169999999999984 0.077565000000000009 0.0033150000000000007 -0.11173999999999999 -0.033174999999999989 -0.06421499999999998 0.084790000000000018 -0.085669999999999982 0.46043000000000006 0.10402500000000002 0.07770500000000001 -0.074214999999999989 -0.10474999999999998 0.12118000000000002 0.013900000000000001 -0.47013499999999991 0.08733500000000001 -0.47308999999999996 0.093265000000000015 -0.11922499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 10 -8 9 11 -1 -7 13 14 -11 17 28 -14 19 -17 21 -2 23 26 25 -24 27 -23 -15 -30
right_child=20 2 4 -5 -6 8 7 -9 -10 12 -12 -13 15 16 -16 18 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010421858446496507 7.2184028421032426e-05 0.0024579941821162459 -0.00076839684901455914 0.00061524150593199062 0.00093451015049570286 0.0031663823688164753 0.0022780357556861602 0.0011667705263987574 0.00064136167554459608 0.0020720703802969364 -0.00035126340691517288 0.0019477849380664528 0.0015224546652932451 0.0017222690212442176 -0.00016948850127606376 0.0010614775215163359 0.0028075234942796456 0.0025249512400882944 0.0015348543382875473 -6.388046252845143e-05 0.001767265019548144 0.0010160089638182731 0.0017901970978558143 0.00026914888375375164 -0.0002445881241909106 0.00063052872048109405 0.00059887118816681596 0.0021776310232722203 5.0184712048935662e-05 0.0015363084709742359
leaf_weight=40 39 20 20 21 28 20 52 119 29 21 20 125 166 1688 28 80 22 32 83 26 29 24 25 24 34 114 21 55 21 95
leaf_count=40 39 20 20 21 28 20 52 119 29 21 20 125 166 1688 28 80 22 32 83 26 29 24 25 24 34 114 21 55 21 95
internal_value=0 0.00159258 0.000818857 0.00151415 0.000224966 0.0016184 0.00126392 0.0015047 0.00165201 0.00166419 0.000577703 0.00211587 0.00163524 0.00168252 0.00079118 0.00140614 0.00170644 0.00168447 0.00111455 0.000785446 0.000891986 0.000816441 0.000914172 0.00131605 0.000626123 0.000839102 0.0015673 0.00182473 0.00169301 0.00126727
internal_weight=0 2756 89 41 48 2667 231 171 2436 2407 60 145 2262 1875 49 387 1826 198 189 106 365 336 297 124 173 139 100 79 1804 116
internal_count=3121 2756 89 41 48 2667 231 171 2436 2407 60 145 2262 1875 49 387 1826 198 189 106 365 336 297 124 173 139 100 79 1804 116
is_linear=0
shrinkage=0.0054422


Tree=1525
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 123 48 16 14 52 149 0 40 0 15 1416 15 3 0 15 1 15 12 403 1446 49 42 403 12 132
split_gain=4.32658 1.63538 1.14661 0.892837 0.811669 0.761199 0.75465 0.703011 1.50183 1.28785 1.27949 1.09944 0.831729 1.76423 0.696779 0.684622 0.702211 1.0198 0.88814 2.38725 1.10387 1.0041 0.812205 1.38486 1.03805 0.800389 0.796185 0.793477 1.1009 0.934413
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.083965000000000012 0.14505500000000002 -0.4714549999999999 -0.36617499999999997 -0.065544999999999978 0.07770500000000001 -0.043914999999999989 -0.066419999999999993 -0.066089999999999996 -0.46471999999999997 1.0000000180025095e-35 0.083195000000000005 -0.15447499999999995 -0.11173999999999999 -0.015039999999999998 0.085110000000000005 1.0000000180025095e-35 0.090165000000000009 0.092070000000000013 0.10573500000000001 0.085970000000000005 0.080840000000000009 -0.082179999999999989 -0.083994999999999986 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 15 10 9 14 -2 -11 -10 -14 -9 16 18 -18 19 20 26 -21 23 25 -24 27 -5 -20 -29 -30
right_child=7 -3 -4 4 -6 -7 -8 8 12 11 -12 -13 13 -15 -16 -17 17 -19 22 21 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-4.462843226131359e-05 0.00082080076267144998 0.000215873924154699 0.00068609441101840133 0.0023476543770368755 0.0021093415008379031 0.0012571963495315889 0.00043631635003929005 0.00097194568103725555 -0.00089755432440142375 0.00085893093787326054 0.00215924302162975 0.0024582562858322561 0.001376994976775511 -0.00051084361849695068 -0.00029038426464770081 0.0021240731892822407 0.0024283197335395177 0.0014534085303094214 0.00055228303984830238 -0.00093463571892045448 0.00097261972967635632 0.00067093866964293642 0.0012496483625304674 0.0028008999128764211 5.7896146847293666e-05 0.0017023687795019186 0.0010955959997066534 0.00050129059684489604 0.0015137930656315762 0.00057498041448345483
leaf_weight=21 178 33 64 34 41 27 22 23 21 26 21 20 23 30 23 33 29 1047 33 20 111 21 494 20 20 204 22 35 395 30
leaf_count=21 178 33 64 34 41 27 22 23 21 26 21 20 23 30 23 33 29 1047 33 20 111 21 494 20 20 204 22 35 395 30
internal_value=0 0.00135065 0.0013644 0.00138073 0.00139347 0.000687648 0.00138205 0.000756484 0.000510061 0.000947535 0.000962043 0.00155429 -3.38252e-05 0.000308407 0.000340781 0.00139022 0.00138059 0.00147968 0.00130649 0.000996544 0.00126877 -0.000112268 0.00135886 0.00147039 0.00120328 0.00143221 0.00185577 0.00132042 0.00137553 0.00144752
internal_weight=0 2756 2723 2659 2611 48 2570 365 166 92 199 46 74 53 46 2548 2515 1076 1439 208 167 41 1231 717 514 697 56 493 460 425
internal_count=3121 2756 2723 2659 2611 48 2570 365 166 92 199 46 74 53 46 2548 2515 1076 1439 208 167 41 1231 717 514 697 56 493 460 425
is_linear=0
shrinkage=0.00512831


Tree=1526
num_leaves=31
num_cat=0
split_feature=4 2 3 96 149 10 10 106 52 41 2 48 42 2 1 16 52 13 3 149 1374 150 454 0 14 1455 1456 457 4 1446
split_gain=3.52427 1.33151 0.97408 0.818109 0.868755 0.793096 1.43558 0.73846 0.732257 1.00857 0.747327 1.11879 1.13529 0.702798 0.976275 0.696574 0.731404 1.65611 0.720336 0.703039 0.694446 1.08293 0.856752 1.0686 1.084 0.650096 1.20212 0.905682 1.57286 1.2952
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.087655000000000025 0.091325000000000003 -1.0000000180025095e-35 -0.19927499999999995 0.085655000000000009 -0.075329999999999994 0.081560000000000007 0.11510000000000002 -1.0000000180025095e-35 0.086835000000000009 -0.15339499999999998 0.086255000000000012 -0.085254999999999984 0.5140450000000002 -0.00096999999999999983 0.12745000000000004 0.079625000000000015 0.086000000000000007 0.12314500000000002 1.0000000180025095e-35 -0.14920999999999998 0.078320000000000015 -0.23681499999999997 -0.14739999999999998 -0.085584999999999981 -0.011559999999999999 0.11483500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -2 15 -7 10 11 -10 13 -13 -15 -1 18 -18 19 20 21 22 23 24 -17 -25 -27 28 -28 -29
right_child=3 -3 -4 -5 -6 8 -8 -9 9 -11 -12 12 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.0013398705739823711 0.00085886712161768557 0.00018674212660941696 0.00057718570377127804 -0.00030107775541736637 0.0016961406183363123 -0.00013256465827392205 -0.00088931533426013878 0.00044109845114389054 7.0677164265819169e-05 0.0016176716281559305 0.00045459055257897384 0.0008727102773001355 0.00043619214286519392 0.0011763384483757505 0.002665409266099328 0.0023862359096124938 0.0012542721638799214 -0.00053329018015321728 0.0018850259123603644 0.0019503589602028 0.0018172891901557483 0.00011635021987771545 0.00013533750865865569 0.001784221613419644 0.0010341445485702783 9.2059548192152473e-05 0.0023082692023025909 0.0011333006706639283 0.00079271316246088839 -7.1452840542787492e-05
leaf_weight=696 25 33 63 20 21 21 21 31 25 34 130 21 29 20 23 34 34 20 34 27 37 25 20 37 25 27 41 1497 28 22
leaf_count=696 25 33 63 20 21 21 21 31 25 34 130 21 29 20 23 34 34 20 34 27 37 25 20 37 25 27 41 1497 28 22
internal_value=0 0.00117087 0.0011829 0.000669953 0.000722442 0.000663852 6.07838e-05 0.00119739 0.000755407 0.000821533 0.000712385 0.000996395 0.00124524 0.00161185 0.00197282 0.00120639 0.0011577 0.000592212 0.00117417 0.00116089 0.001149 0.00113492 0.00114963 0.00116149 0.00181332 0.00113821 0.00112341 0.00114094 0.00169326 0.00111585
internal_weight=0 2731 2698 390 370 349 46 2635 303 282 248 118 93 64 43 2604 1908 54 1854 1820 1793 1756 1731 1711 59 1652 1615 1588 69 1519
internal_count=3121 2731 2698 390 370 349 46 2635 303 282 248 118 93 64 43 2604 1908 54 1854 1820 1793 1756 1731 1711 59 1652 1615 1588 69 1519
is_linear=0
shrinkage=0.00492917


Tree=1527
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 0 2 34 4 15 2 52 0 31 151 16 16 42 159 3 4 2 12 3
split_gain=261.261 44.4005 28.0195 20.3185 15.7773 15.0509 10.0858 9.38011 8.10584 7.91418 6.16142 5.54039 4.40917 5.84703 3.61129 3.72144 3.10021 3.08587 2.9342 2.83752 2.66515 2.52671 3.71391 3.40267 3.40016 2.92435 2.4316 3.45111 2.39645 2.39442
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.11474000000000002 0.09253500000000002 -0.23091999999999999 0.13754500000000003 -1.0000000180025095e-35 0.42051500000000003 -0.45963999999999994 -0.090999999999999984 -0.56176499999999996 -0.026509999999999995 -0.077289999999999984 -0.088784999999999989 0.0057500000000000008 0.083160000000000026 0.086555000000000007 1.0000000180025095e-35 0.084940000000000015 0.056795000000000005 0.11411 0.10061500000000002 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 12 8 16 28 -5 -10 13 19 -15 -16 -1 -13 -7 -4 -3 25 24 -24 -23 -18 -22 -28 -6 -19
right_child=1 2 6 10 9 18 -8 -9 11 -11 -12 17 -14 14 15 -17 21 29 -20 -21 26 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022340699196538639 0.0027627535100330286 0.0019604808159450278 0.001210273519003123 0.0025559254117075427 0.0027998328111050706 0.0023213929389863542 0.0019139442890440781 0.0032687401699953373 0.0019040404044542618 0.0015811603785823992 0.001750685326532797 0.0030536117021517668 0.00084776337175877542 0.0018885393256591696 0.0017365504583731236 0.00088047966122154007 0.0028727671729141826 0.002397871375529739 0.0015692597219401888 0.00044884682758905862 0.0013490301880554594 0.0026122630806135624 0.0030656705979884773 0.0024743509973569619 0.0018499463708418181 0.0024216029738096828 0.0020170529843591451 0.0014503972857807705 0.0022783589716227114 0.0026656685338194239
leaf_weight=20 76 40 22 34 41 22 37 84 23 26 61 43 114 33 20 28 1131 86 26 23 90 41 59 36 20 34 43 58 40 710
leaf_count=20 76 40 22 34 41 22 37 84 23 26 61 43 114 33 20 28 1131 86 26 23 90 41 59 36 20 34 43 58 40 710
internal_value=0 0.00166977 0.0015347 0.00272603 0.00182759 0.00275398 0.00117732 0.00277161 0.00275266 0.00230876 0.00203888 0.00263798 0.00106375 0.00125917 0.00150255 0.00123718 0.00282637 0.0026581 0.00191399 0.0008211 0.00160471 0.00283534 0.00265419 0.00284159 0.00236232 0.0028596 0.0015302 0.00169165 0.00254231 0.00263674
internal_weight=0 691 615 2430 338 2335 277 2287 2203 107 95 862 240 126 81 48 1341 839 48 45 231 1321 156 95 61 1165 191 101 81 796
internal_count=3121 691 615 2430 338 2335 277 2287 2203 107 95 862 240 126 81 48 1341 839 48 45 231 1321 156 95 61 1165 191 101 81 796
is_linear=0
shrinkage=0.00151575


Tree=1528
num_leaves=31
num_cat=0
split_feature=4 2 15 48 15 52 3 106 457 484 16 4 50 40 1424 133 16 133 149 133 15 1213 1429 16 48 43 13 15 1213 16
split_gain=3.6661 1.34452 1.10112 1.05688 0.833392 0.79024 0.947043 0.779949 0.756703 0.747825 0.729118 0.879602 1.2634 0.885954 0.800938 0.682386 0.824615 0.666347 0.607614 0.605115 1.00828 1.2015 0.812844 2.72827 0.929384 1.03464 1.01494 0.703252 0.769606 1.07714
threshold=0.26450500000000005 0.14285500000000004 -0.03241999999999999 0.094925000000000023 0.13592500000000005 0.039215000000000007 0.42240500000000009 0.085655000000000009 0.31508000000000008 0.096675000000000011 -0.083539999999999989 0.038415000000000012 -0.23848499999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.10275500000000001 -0.0057949999999999989 -0.46007999999999999 0.079625000000000015 0.082925000000000013 -0.099734999999999976 -0.081649999999999986 0.084770000000000012 0.10994000000000002 -0.08595499999999999 -0.50775499999999985 -0.15416999999999995 -0.091604999999999978 0.063455000000000011 -0.080344999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 6 -2 8 10 -7 17 12 -12 14 18 16 -13 -1 19 20 -14 -22 24 -24 -23 -26 -27 -28 29 -29
right_child=5 2 4 -5 -6 9 -8 -9 -10 -11 11 15 13 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=0.002039309030156805 0.00063238242406755431 0.0020328903025770995 -0.00070008788108727568 0.00041795802560237147 0.00064368335878009963 0.0012513175988306739 -0.00043268511721117342 0.00044875417872084693 0.00043085525091901105 0.00021610554525577284 0.002374020140534941 0.00039818414047273587 0.0017447872561345064 0.00016035640405702829 0.0020003405827773821 1.9722563484155818e-05 0.0012254093351490808 0.0013468621119772438 0.0020586744118508806 0.0013203942414222656 0.0015163888181801807 0.0019604610409848758 -0.00081143371099121932 0.0014550116797097418 -1.6010564233556762e-05 7.2761032779200473e-05 0.00024174801863120914 0.00031586279526730582 0.0016702131160519008 0.00112712817981163
leaf_weight=37 256 20 20 21 28 89 23 32 29 22 24 44 61 20 33 22 99 695 21 620 134 27 25 29 24 26 24 45 58 513
leaf_count=37 256 20 20 21 28 89 23 32 29 22 24 44 61 20 33 22 99 695 21 620 134 27 25 29 24 26 24 45 58 513
internal_value=0 0.00120844 0.000600633 0.00120573 8.37787e-05 0.000687333 0.000544581 0.00122892 0.00123848 0.00104614 0.00124756 0.00119439 0.00122871 0.00121216 0.00122498 0.000844058 0.000970879 0.00138186 0.00120906 0.00119781 0.00111913 0.00107696 0.00100059 0.000405731 0.00104539 0.00100958 0.00104654 0.0010861 0.001119 0.0010617
internal_weight=0 2731 89 41 48 390 279 2642 2610 111 2581 1849 1684 1660 1640 165 143 732 1607 1586 966 905 771 54 717 690 666 640 616 558
internal_count=3121 2731 89 41 48 390 279 2642 2610 111 2581 1849 1684 1660 1640 165 143 732 1607 1586 966 905 771 54 717 690 666 640 616 558
is_linear=0
shrinkage=0.00502775


Tree=1529
num_leaves=31
num_cat=0
split_feature=1 2 11 401 11 51 51 43 43 10 2 10 4 12 2 47 1456 400 97 1446 1456 1455 13 12 1453 1429 160 475 42 151
split_gain=2.98475 0.996728 1.30766 0.869444 0.869061 0.786561 2.22181 1.38902 0.966431 0.767674 1.06696 0.931331 0.895349 0.791012 1.11381 0.744632 0.713631 0.778573 0.698254 0.656825 1.00926 1.20103 0.759926 0.992158 0.6571 0.643618 2.02201 0.771652 1.41415 0.77785
threshold=0.11910500000000002 0.097070000000000004 0.079915000000000014 0.083100000000000021 0.085155000000000022 0.078435000000000019 0.086310000000000012 -0.085739999999999997 -0.081154999999999991 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.50996500000000011 -0.42850999999999995 0.31358000000000003 0.11518500000000002 -0.080829999999999985 -0.077734999999999985 -0.083924999999999986 0.088500000000000009 -0.14739999999999998 -0.22060499999999997 -0.083894999999999983 0.089300000000000004 -0.084064999999999987 0.084770000000000012 -0.080719999999999986 -0.085719999999999977 0.083795000000000022 -0.16239999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 18 -7 -8 -9 10 11 -2 -11 -12 -15 -13 -3 -18 -1 20 21 -20 -21 -24 -22 27 -27 28 -26 -29
right_child=9 16 4 -5 -6 6 7 8 -10 12 13 15 -14 14 -16 -17 17 -19 19 22 24 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=0.00023196140110662137 0.00040292718697695819 0.0015005747176649496 0.0021706329957880189 0.001296580303250144 0.0011484008746884898 -0.00067873961344596507 -8.9419825411920378e-05 0.0019617622723640048 0.0009011043051557427 -0.00073897827056128036 0.0012942588808834568 0.0017718594039505709 0.00054260425526383776 0.00047355528230407401 -0.00059692121574588181 0.00074883104532015945 -7.0051358113219807e-05 0.00084052068669363011 0.0011841489564153858 0.0020376196686615828 0.0018504499410386835 -0.00030017009259868972 0.00058938987774520763 0.0018713507217014292 0.0022187700030504034 -0.00026985647410563167 0.0011698322565873575 0.00029242376385004332 0.00096653919229836482 0.0010354524143468542
leaf_weight=23 33 33 34 202 35 21 27 20 163 20 20 36 26 163 23 25 20 738 20 28 20 26 31 21 32 32 55 30 45 1119
leaf_count=23 33 33 34 202 35 21 27 20 163 20 20 36 26 163 23 25 20 738 20 28 20 26 31 21 32 32 55 30 45 1119
internal_value=0 0.000981717 0.00103621 0.00101402 0.00165211 0.000980699 0.000733538 0.000874766 0.00101702 0.000533173 0.000617166 0.00101919 -1.46055e-05 0.000433716 0.000341185 0.00135259 0.000845034 0.000816495 0.00101922 0.00103163 0.00100836 0.000345186 0.00143279 0.0011071 0.00103125 0.00101877 0.000640292 0.00104563 0.00148695 0.00101605
internal_weight=0 2775 1984 1915 69 1713 231 210 183 346 300 94 46 206 186 61 791 758 1482 1459 1379 46 80 52 1333 1313 87 1226 77 1149
internal_count=3121 2775 1984 1915 69 1713 231 210 183 346 300 94 46 206 186 61 791 758 1482 1459 1379 46 80 52 1333 1313 87 1226 77 1149
is_linear=0
shrinkage=0.00455379


Tree=1530
num_leaves=31
num_cat=0
split_feature=4 2 3 3 39 40 160 160 157 51 1211 52 4 43 12 3 13 42 3 12 50 1212 1185 12 2 0 42 133 0 15
split_gain=2.50642 1.07082 0.749365 0.689109 0.663384 1.02709 0.679714 0.644111 0.595416 1.42021 0.594039 0.546798 0.72585 0.745185 1.35579 1.12132 0.849026 0.758285 0.720067 0.545328 0.663206 0.990088 0.881165 0.866725 1.02637 0.973395 2.27807 1.19135 0.968628 0.850188
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.63141500000000017 -1.0000000180025095e-35 -0.08440499999999998 0.085130000000000011 0.62940000000000007 -0.48214999999999997 0.22234000000000001 -0.43000499999999992 0.039215000000000007 0.51608000000000009 -0.05647499999999999 -0.069644999999999985 -0.010424999999999999 -0.17933499999999997 0.090310000000000015 -0.13309499999999996 0.14472000000000004 1.0000000180025095e-35 0.12218000000000002 0.085905000000000009 0.083875000000000019 0.084305000000000005 -0.071719999999999992 0.11387000000000001 0.40304500000000004 -0.099059999999999995 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 6 -6 8 -7 10 -10 12 13 15 -15 -2 -16 18 -18 20 21 22 29 24 -22 26 28 -27 -25 -12
right_child=3 -3 -4 -5 5 7 -8 -9 9 -11 19 -13 -14 14 16 -17 17 -19 -20 -21 23 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0020711162741432212 0.00046033155540271787 9.1599365180083738e-05 0.00051581216768703552 -0.00041347862395126186 -0.00017785970562033548 0.0018872398221101898 0.0010542799225062671 0.00012924428778428543 0.00032262283558418182 -5.0018909055526887e-05 0.0015495673605131868 0.0010544655902779464 0.0013166007466182796 0.00195010037825387 -0.00060442640605536428 -0.0010739857971495937 0.001567254529459945 -0.00039514550633065781 0.00050520683598071284 0.00027886222693851746 -0.00028917051992714073 0.0020096841620418282 0.0018434598167561989 0.0027198697556772905 0.0011967060834482542 0.0032960170151235388 -0.00022474776035515682 0.0014619090237841601 0.0014388418745696682 0.0010665171559161232
leaf_weight=26 47 33 63 20 32 38 28 20 27 32 131 99 36 23 22 24 31 20 68 22 20 43 55 21 69 21 27 27 315 1681
leaf_count=26 47 33 63 20 32 38 28 20 27 32 131 99 36 23 22 24 31 20 68 22 20 43 55 21 69 21 27 27 315 1681
internal_value=0 0.00112564 0.00113829 0.000630695 0.00115317 0.00114402 0.000397139 0.0011616 0.00116977 0.00115882 0.00117455 0.000687137 0.000552947 0.000435961 0.000649945 -5.83109e-05 0.000437863 0.000630555 0.000837767 0.00118401 0.00119227 0.00114325 0.0011233 0.00137952 0.000862801 0.00149142 0.00138921 0.00226433 0.00151891 0.00110144
internal_weight=0 2731 2698 390 2635 2609 60 2549 2529 2491 2459 370 271 235 164 71 141 119 99 2432 2410 1910 1867 500 89 411 363 48 336 1812
internal_count=3121 2731 2698 390 2635 2609 60 2549 2529 2491 2459 370 271 235 164 71 141 119 99 2432 2410 1910 1867 500 89 411 363 48 336 1812
is_linear=0
shrinkage=0.00577531


Tree=1531
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 1 2 1429 51 1 13 160 16 52 457 12 0 16 4 156 4 159 130
split_gain=252.677 42.9383 24.2246 20.9992 18.8923 13.9348 9.52107 8.20652 7.28224 7.113 6.83225 5.64734 3.06901 4.85004 3.48715 2.81498 2.59786 2.5563 3.42522 4.96536 2.25007 2.36847 2.22813 2.22805 2.22608 1.78206 1.77994 1.73499 2.07448 1.76951
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.092365000000000017 0.13082500000000002 0.080270000000000022 0.089775000000000008 0.083420000000000008 0.11144500000000002 0.16540500000000002 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 -0.56176499999999996 0.080930000000000016 0.096475000000000019 0.18019500000000002 0.11346000000000002 0.27287000000000006 0.091015000000000013 0.038415000000000012 0.0089800000000000019 0.096625000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 22 10 -5 12 16 15 14 -14 26 -4 -3 -19 25 -12 23 -6 27 -7 -20 -1 28 -22 -29
right_child=1 2 11 9 7 24 -8 -9 -10 -11 20 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0023212739534879089 0.0021980898861988936 0.00098758326336012493 0.00066076772542706806 0.0020358762647682861 0.0022763383174760361 0.0011871417157893079 0.0013077306977703458 0.001213851712991309 0.0026119081282789374 0.0012522474251081405 0.0024136539351025557 0.0013323772198049148 0.0022169828486810574 0.0015194225241323904 0.0016453876980552118 0.0018887845020780173 0.00015227771858116767 0.001564401694351525 0.001607604649652141 0.00048610070608339222 0.0021126809053107062 0.0016821024064711935 0.0018089159580746677 0.001633180150972839 0.0017805039889691075 0.0011253938507165507 0.0020218387384474692 0.0020435523130278837 0.0024191614572704519 0.0016609765363018228
leaf_weight=921 76 175 136 34 29 26 22 40 84 61 37 22 478 21 21 31 22 42 20 20 364 29 57 20 22 52 39 146 47 27
leaf_count=921 76 175 136 34 29 26 22 40 84 61 37 22 478 21 21 31 22 42 20 20 364 29 57 20 22 52 39 146 47 27
internal_value=0 0.00122458 0.00110428 0.00216542 0.00127955 0.00219116 0.00220652 0.00172759 0.00221525 0.0015327 0.00219998 0.000680705 0.00225114 0.00216573 0.00219293 0.00229596 0.000589965 0.00109685 0.00123955 0.00109125 0.00208458 0.00206535 0.00196654 0.00208375 0.0014591 0.00125934 0.00230911 0.00209918 0.00214773 0.00198384
internal_weight=0 691 615 2430 435 2335 2287 126 2265 95 2181 180 1511 520 499 991 158 309 134 92 670 633 86 604 48 72 960 584 411 173
internal_count=3121 691 615 2430 435 2335 2287 126 2265 95 2181 180 1511 520 499 991 158 309 134 92 670 633 86 604 48 72 960 584 411 173
is_linear=0
shrinkage=0.00137286


Tree=1532
num_leaves=31
num_cat=0
split_feature=1 4 105 2 402 12 0 12 2 40 2 48 2 48 12 123 156 51 16 1 16 16 159 43 1446 474 12 16 51 52
split_gain=2.76044 1.32943 1.36069 1.37874 1.20933 1.10845 0.966515 0.823147 0.88208 1.74392 1.3389 1.02355 0.853862 1.17838 0.806165 0.688475 0.652762 0.863099 1.41521 0.666008 0.60621 1.01474 3.46039 1.22846 1.08353 0.891963 0.92936 1.1419 0.869024 0.842711
threshold=0.10124500000000002 -0.17966999999999997 1.0000000180025095e-35 0.31358000000000003 0.093135000000000009 -0.12529499999999996 0.22582000000000002 0.11734000000000001 -1.0000000180025095e-35 -0.07632499999999999 1.0000000180025095e-35 -0.068459999999999979 0.11215000000000001 0.084670000000000009 0.092465000000000006 0.10695000000000002 0.10272000000000002 0.11548000000000001 -0.046599999999999996 0.13657000000000002 0.0057500000000000008 0.066275000000000014 0.088800000000000004 -0.086304999999999979 0.087090000000000015 0.037915000000000011 0.11903500000000002 0.19444000000000003 -0.016074999999999996 -0.13993999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 20 8 9 -7 14 -12 13 -13 -10 16 17 18 19 -14 29 22 23 -22 25 26 27 -23 -27 -1
right_child=1 2 -4 -5 -6 7 -8 -9 10 -11 11 12 15 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0015151440216976638 0.0011278761366300776 0.0014259187642416151 0.0017200539617237096 -0.00048950791008737994 -0.00031536077648563717 0.00068010362679093083 -6.5704509096389129e-05 0.0011306238528504954 0.0016323432091084687 -0.00063308727915116774 0.0011336025227849575 -0.0010067942539829728 0.0007655093402212875 0.00034399727247258857 0.00076828704452325844 -0.0001880092132866471 0.0012639645456718807 0.0013450074596782575 -0.00061839123657884086 -0.00011185422200232266 0.0014662800476675539 0.0015462301283941801 -0.0013103078640402108 0.00044344156640507929 -1.4869806581008746e-05 0.0016477580029655157 -4.6940615807597347e-05 0.00078167661187077543 0.00060889091836097131 0.00098043708159027145
leaf_weight=66 101 34 21 28 32 48 20 50 34 40 40 22 84 38 74 29 26 21 27 24 38 54 20 76 24 71 22 192 23 1742
leaf_count=66 101 34 21 28 32 48 20 50 34 40 40 22 84 38 74 29 26 21 27 24 38 54 20 76 24 71 22 192 23 1742
internal_value=0 0.000631009 0.000556331 0.000518792 0.000564108 0.000611728 0.000951024 0.000562028 0.000505954 8.31987e-05 0.000594743 0.000440014 0.000337639 -0.000151293 0.0010403 0.000476672 0.000582582 0.000469018 0.000332753 0.00057054 0.000959759 0.000819996 0.000471747 0.000784388 0.000940891 0.00100426 0.000867708 0.000949505 0.00139357 0.000999956
internal_weight=0 773 672 651 623 591 2348 557 507 88 419 311 271 60 108 211 182 156 135 108 2328 520 134 114 386 362 268 246 94 1808
internal_count=3121 773 672 651 623 591 2348 557 507 88 419 311 271 60 108 211 182 156 135 108 2328 520 134 114 386 362 268 246 94 1808
is_linear=0
shrinkage=0.00464487


Tree=1533
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 1 1 52 1 2 13 130 160 11 16 12 3 475 4 1 1 1 13
split_gain=443.404 67.1705 38.545 35.3187 31.7617 23.893 15.9117 13.5589 13.0595 10.4357 9.94333 7.6425 4.49663 4.20042 3.9251 4.14206 5.96801 3.89014 3.62825 4.47051 3.27535 3.13741 3.00289 2.55125 2.75611 2.49689 2.37425 2.33013 2.326 2.33156
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.090050000000000005 0.13082500000000002 0.090540000000000023 0.16540500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.0044799999999999987 -0.070634999999999989 -0.013084999999999998 1.0000000180025095e-35 -0.016164999999999995 0.096990000000000007 0.090900000000000009 -0.088274999999999978 -0.036839999999999991 0.11588000000000001 0.12337000000000002 0.082005000000000008 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 17 6 8 26 10 -5 12 13 23 -4 -12 22 -17 27 -19 -20 -10 -21 28 24 -1 -2 -6 -3 29 -16
right_child=1 2 11 9 7 -7 -8 -9 20 -11 14 -13 -14 -15 15 16 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001853574021215649 0.0022002299378187234 0.00073417458443179797 0.00027450727773307455 0.0018647382907784314 0.0020182915359215725 0.001206913648473544 0.0010861205438791725 0.00090602516389026689 0.0022039803527944693 0.0010099419070691113 0.0023369289115209506 0.0009752044575314908 0.0019992312410029513 -0.00031111852049118182 0.0020586680722095348 0.0011137790082388706 0.0019165595678481615 0.00043741553840271664 0.0014630163242087004 0.0010151870389884935 0.0027396761756738695 0.00045675702444436788 0.0018779828592999316 0.0018688477363183814 0.0022083784793074804 0.0016893019338353611 0.0015969154438176425 0.00042273883511702569 0.0024493317659182415 0.0017834852883822183
leaf_weight=35 50 119 136 34 39 48 24 39 25 63 45 22 245 22 402 21 45 20 26 60 60 21 257 38 1031 21 44 54 21 54
leaf_count=35 50 119 136 34 39 48 24 39 25 63 45 22 245 22 402 21 45 20 26 60 60 21 257 38 1031 21 44 54 21 54
internal_value=0 0.000905241 0.000770332 0.00204486 0.000975823 0.0020752 0.00209329 0.00151076 0.0021039 0.00130956 0.00208537 0.000288572 0.00215162 0.000192964 0.00197961 0.00195951 0.00166113 0.000758282 0.000923542 0.00101441 0.00258212 0.000870409 0.00198634 0.00218544 0.00219673 0.00204911 0.00179491 0.000636963 0.00204471 0.00202608
internal_weight=0 673 602 2448 422 2351 2303 122 2279 97 2194 180 1349 158 845 800 66 300 127 107 85 81 734 1104 1066 71 83 173 477 456
internal_count=3121 673 602 2448 422 2351 2303 122 2279 97 2194 180 1349 158 845 800 66 300 127 107 85 81 734 1104 1066 71 83 173 477 456
is_linear=0
shrinkage=0.00124344


Tree=1534
num_leaves=31
num_cat=0
split_feature=1 11 4 3 48 1348 0 51 43 13 96 106 0 47 16 16 159 12 11 16 14 43 3 43 16 15 16 3 0 13
split_gain=3.35953 1.36347 1.32842 1.45322 0.993952 0.988594 0.843772 0.785938 0.818212 0.995526 0.761671 0.676557 0.644707 0.618241 0.595345 1.05153 2.4658 0.947751 1.17038 0.899813 0.847028 0.834161 0.777699 2.30733 0.891135 0.771595 0.656745 0.762481 0.754821 0.843885
threshold=0.10124500000000002 -1.0000000180025095e-35 -0.04890499999999999 0.149315 0.14093000000000003 0.092395000000000019 0.18019500000000002 0.10614000000000001 -0.24021999999999996 0.17001000000000002 0.087655000000000025 0.083930000000000018 -0.0058249999999999994 0.094460000000000002 0.0073350000000000004 0.066275000000000014 0.050895000000000003 0.09320500000000001 1.0000000180025095e-35 0.40020000000000006 0.087740000000000012 -0.11180499999999999 -0.14989499999999997 -1.0000000180025095e-35 -0.54656499999999986 -0.072289999999999979 -1.0000000180025095e-35 -0.028564999999999997 -0.13843999999999998 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 12 5 7 14 8 -4 10 11 -10 -3 -9 20 16 -16 18 -17 21 22 -19 23 -1 -24 -21 28 -28 29 -26
right_child=1 2 4 -5 -6 -7 -8 13 9 -11 -12 -13 -14 -15 15 17 -18 19 -20 25 -22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0016075968714467305 -0.00067345101771543517 0.0020593990625143036 0.0016605576911460805 -4.8261414197247448e-05 -0.00038556142344618933 -0.0004574305638254581 0.00020356898627204399 0.0018520969693093809 0.00068311893033733563 -0.00049998359535582005 -0.00035407855086993324 0.001662047363873972 0.0012035096156387342 0.0006503672841610867 0.00092076010128752856 0.0012064062976081572 -0.001109542465430405 -0.00063143943108825995 0.0024526808313487464 0.0019959897890006874 0.002122111332455922 0.00071894060129731939 0.0022666665392179555 -0.00089525804630489277 -3.0746914160495546e-05 0.00083617103535243173 0.0013654704317166721 0.0025478349942599119 0.0011951381286332608 0.0010233190531885761
leaf_weight=24 20 38 24 22 26 21 28 32 422 22 20 22 83 21 91 208 22 20 25 23 29 42 23 20 31 65 70 21 1524 82
leaf_count=24 20 38 24 22 26 21 28 32 422 22 20 22 83 21 91 208 22 20 25 23 29 42 23 20 31 65 70 21 1524 82
internal_value=0 0.000729011 0.000766261 0.00123837 0.000655586 0.000701939 0.00114265 0.000745183 0.000679634 0.000631193 0.000684827 0.000731624 0.0014723 0.00137594 0.00115398 0.000986803 0.00052548 0.00112291 0.00134013 0.000785504 0.00119945 0.000283334 0.00118454 0.000469936 0.0012025 0.00113931 0.00118833 0.00163832 0.00116332 0.000734151
internal_weight=0 773 753 143 610 584 2348 563 510 486 464 444 121 53 2320 496 113 383 233 150 1824 62 1795 44 1751 88 1728 91 1637 113
internal_count=3121 773 753 143 610 584 2348 563 510 486 464 444 121 53 2320 496 113 383 233 150 1824 62 1795 44 1751 88 1728 91 1637 113
is_linear=0
shrinkage=0.0054422


Tree=1535
num_leaves=31
num_cat=0
split_feature=1 124 1 33 2 376 39 10 4 2 10 158 1456 11 1424 3 15 2 0 129 13 1419 43 133 2 394 1210 13 42 129
split_gain=2.75619 0.936356 0.8281 0.78497 0.753978 0.714105 1.30376 0.625996 0.741132 0.693672 0.888324 0.620351 1.35063 0.776575 0.675653 0.692484 2.10632 0.890716 0.662846 0.676222 0.635643 0.917578 0.834488 1.16909 0.87326 0.66675 0.635053 0.579734 0.579068 0.735823
threshold=0.11910500000000002 -0.076779999999999987 0.16773500000000005 0.082285000000000011 0.15361500000000003 0.084545000000000009 0.087735000000000021 1.0000000180025095e-35 0.51164000000000009 0.11510000000000002 -1.0000000180025095e-35 0.07968500000000002 0.11027500000000001 0.096970000000000015 1.0000000180025095e-35 0.11296500000000002 -0.018314999999999994 0.11548000000000001 0.15398500000000004 0.11179500000000002 0.0015850000000000003 1.0000000180025095e-35 -0.10603999999999998 -0.0047949999999999989 0.11018500000000002 -1.0000000180025095e-35 -0.0091799999999999989 -0.08971999999999998 -0.093284999999999993 0.086435000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 11 27 -7 9 -9 10 -2 13 -13 14 15 18 17 -17 19 20 28 22 23 -22 25 -24 -25 -1 29 -3
right_child=2 3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031904779855007257 0.00026206941848121439 0.0015724206288364681 -0.00040967395544917891 0.0016104107033763401 -3.3543362124341392e-05 0.0014697685773838042 5.5338134328812814e-05 -0.00065272341583112584 0.00046575122968589902 0.00036524447884347402 0.001164337957915474 0.0010796668991314526 -7.8367604914963908e-05 8.1995769478476207e-05 0.0014283879836947786 0.0012399194494729609 -0.0005665730191589237 0.0002196907318518225 0.0014769293585926171 0.0014272172805695389 -0.00016980866411310741 0.0013240823460111571 -0.00021543417505861111 0.00026351973441948127 -0.00019789314874475874 0.00062532962796533836 0.0010796908074548299 0.00043946188169978435 0.00079488162150218099 0.00078580992396253338
leaf_weight=23 32 41 23 22 20 30 20 20 24 193 54 255 20 29 30 40 28 26 26 30 20 31 20 21 40 132 107 96 1621 47
leaf_count=23 32 41 23 22 20 30 20 20 24 193 54 255 20 29 30 40 28 26 26 30 20 31 20 21 40 132 107 96 1621 47
internal_value=0 0.000783201 0.000377034 0.000803274 0.000796402 0.000473669 0.000903996 0.000433053 -4.26463e-05 0.000508074 0.00082861 0.000802876 0.000995446 0.000779741 0.000788694 0.000780088 0.000419624 0.000838011 0.000795952 0.00078756 0.000778334 0.000617332 0.000552893 0.000795031 0.000366245 0.000514703 0.000945788 0.000292859 0.000813286 0.0011523
internal_weight=0 2775 346 2606 2584 169 50 323 44 279 86 2564 275 2289 2260 2230 94 66 2136 2110 2080 371 340 148 192 152 128 119 1709 88
internal_count=3121 2775 346 2606 2584 169 50 323 44 279 86 2564 275 2289 2260 2230 94 66 2136 2110 2080 371 340 148 192 152 128 119 1709 88
is_linear=0
shrinkage=0.00429114


Tree=1536
num_leaves=31
num_cat=0
split_feature=3 96 15 48 4 14 147 4 455 151 132 3 121 40 52 15 483 43 3 40 157 33 49 52 13 13 42 52 2 1212
split_gain=2.29549 1.49505 1.09699 0.944735 0.850036 0.769049 0.701816 0.751988 0.73534 0.614764 0.600734 0.973064 0.592387 0.595536 0.562165 0.561735 0.728165 0.911647 0.58334 0.548264 0.500293 0.511027 0.703248 1.02365 0.654016 0.806723 0.792679 1.24478 0.867852 0.693163
threshold=0.30112000000000005 0.087655000000000025 -0.26481999999999994 0.14174500000000004 0.41379000000000005 -0.10708499999999999 0.089365000000000014 -0.0029599999999999995 0.092985000000000012 -0.083134999999999987 0.10613500000000002 0.42240500000000009 -0.052794999999999988 0.051255000000000002 -1.0000000180025095e-35 -0.46471999999999997 0.085050000000000014 -1.0000000180025095e-35 -0.13309499999999996 -0.047054999999999993 -0.48214999999999997 0.078905000000000017 -0.080089999999999981 -0.091869999999999993 0.17001000000000002 0.038215000000000006 -0.081159999999999996 0.10347000000000002 0.086825000000000013 0.12218000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 8 -8 12 -9 11 -2 -7 20 -5 16 17 -6 -17 -20 -14 22 23 -22 25 29 28 -28 -27 -24
right_child=10 -3 3 14 15 6 7 9 -10 -11 -12 -13 13 -15 -16 18 -18 -19 19 -21 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00049911325750100026 0.000185700886149168 -0.00038552477639442866 0.0015993886027508598 0.00062387460408723082 0.00057826342343607546 0.0015645899469706578 0.00091399571131226605 0.00065636897644978187 0.0016816470494288962 -0.00038173091278707037 0.00075238100601864488 -0.00093084821659500513 0.0013179177164085974 0.00013067014510406038 -0.00045088340882745487 0.00089202556974648422 0.00027467912710704272 0.001841781445222325 0.00054421136253248153 -0.00042166487658256872 0.0011954747878938122 0.0015204839246417687 0.00079342896487257148 0.00033397125004013933 0.0011419346886321618 -0.00061641570119589457 0.00090605829446774202 -0.00015003158829657003 0.00048612281918918048 0.0012885769040311473
leaf_weight=20 85 25 25 21 28 21 33 20 20 32 26 21 38 30 21 20 37 22 21 32 37 20 1919 152 113 24 122 30 43 63
leaf_count=20 85 25 25 21 28 21 33 20 20 32 26 21 38 30 21 20 37 22 21 32 37 20 1919 152 113 24 122 30 43 63
internal_value=0 0.000745592 0.000755132 0.000777854 0.000403706 0.000788443 0.000780981 0.000365575 0.000794397 1.75383e-05 0.000119687 -3.55022e-05 0.000787603 0.000781306 8.64956e-05 0.000516559 0.000768663 0.00113421 0.000216105 -3.89592e-05 0.000788928 0.00078096 0.000775051 0.000502625 0.000797302 0.000779608 0.000512089 0.00069762 9.11836e-05 0.000809168
internal_weight=0 2989 2964 2784 180 2742 2717 85 2632 52 132 106 2612 2591 42 160 87 50 73 53 2561 2523 2503 189 2314 2201 219 152 67 1982
internal_count=3121 2989 2964 2784 180 2742 2717 85 2632 52 132 106 2612 2591 42 160 87 50 73 53 2561 2523 2503 189 2314 2201 219 152 67 1982
is_linear=0
shrinkage=0.00464487


Tree=1537
num_leaves=31
num_cat=0
split_feature=3 97 40 2 13 49 52 1203 48 52 1447 4 12 12 132 160 160 43 4 14 11 2 483 3 0 159 4 4 16 4
split_gain=1.86824 1.30786 1.32516 0.922099 0.813195 0.775806 0.860239 0.774041 0.802839 0.730209 0.711877 0.725188 0.756899 0.661277 0.849805 0.655101 0.713788 0.68491 0.650941 0.631308 0.719889 0.586345 0.586787 0.899781 0.779436 0.866871 0.676597 2.09288 1.06867 0.721552
threshold=0.31370500000000007 -0.0047149999999999996 -0.07632499999999999 0.10188000000000001 -0.28558999999999996 0.14233500000000002 0.50744500000000003 0.084880000000000011 0.14505500000000002 0.048770000000000008 -0.079809999999999978 -0.029144999999999997 0.088725000000000012 -0.10022999999999999 0.081465000000000024 0.11655500000000001 0.010565000000000001 -0.067199999999999996 0.066685000000000008 0.076175000000000007 0.096970000000000015 0.10097500000000002 -0.070084999999999981 0.10542000000000001 -0.082619999999999985 -0.0041699999999999992 -0.39518999999999993 -0.14098499999999997 0.25084500000000004 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 10 -2 -5 12 -12 -13 15 16 -15 -18 -7 20 21 22 24 26 25 -6 28 -28 -24 -29
right_child=9 3 -4 5 19 18 -8 -9 -10 -11 11 13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00048408931398403364 -0.00022048747162066177 0.0017315704053973392 -0.00097608426104814664 -0.00024996139870396962 0.0022736239216785562 -0.00054761559411617704 0.0015132392799864665 -0.00023538775412392776 -0.00029226379684845188 0.00063507902786975564 0.0013499828314093617 0.0013760906476455882 0.00070879638343092897 0.00057178636319869369 -1.3880434987662068e-05 -8.1585842061823873e-05 0.00074992665791373753 0.0018969699061165963 0.00043727364605593283 0.0011608334793532247 -0.00015427906719230137 0.0015684222764674705 0.0016813380479911483 -0.00021402944714590732 0.00069104149508198288 0.0010464420204879402 -0.0006515860689090446 0.00099918648098684931 0.00046251291920932378 0.00069449649286902192
leaf_weight=47 74 20 21 20 20 25 24 26 22 34 64 22 131 247 60 29 31 20 42 85 21 20 42 24 66 41 26 205 28 1584
leaf_count=47 74 20 21 20 20 25 24 26 22 34 64 22 131 247 60 29 31 20 42 85 21 20 42 24 66 41 26 205 28 1584
internal_value=0 0.00069574 3.31534e-05 0.000711039 0.000761604 0.000566433 0.000614243 0.000582136 0.00061504 4.88575e-05 0.000647028 0.00067673 0.000919237 0.000561109 0.000514779 0.000611781 0.000679256 0.00119975 6.97777e-05 0.000752631 0.000735926 0.000745019 0.00073693 0.00071577 0.001055 0.0014488 0.000727608 0.000709628 0.00119381 0.000729411
internal_weight=0 3013 68 2945 2182 763 696 672 646 108 624 604 195 409 387 327 298 51 67 2162 2077 2056 2036 1909 127 61 1885 1815 70 1789
internal_count=3121 3013 68 2945 2182 763 696 672 646 108 624 604 195 409 387 327 298 51 67 2162 2077 2056 2036 1909 127 61 1885 1815 70 1789
is_linear=0
shrinkage=0.00483252


Tree=1538
num_leaves=31
num_cat=0
split_feature=3 97 40 124 40 48 14 14 2 14 148 1373 1373 151 153 473 42 43 133 2 2 0 160 13 42 160 52 52 1452 4
split_gain=1.54738 1.06834 1.07338 0.714303 0.728626 0.624596 0.828493 0.929185 0.821439 0.8077 0.603047 0.640282 1.53669 0.602038 0.517616 0.821624 0.6009 0.773437 1.55502 0.968325 1.11797 0.893245 0.867841 0.792659 0.781838 0.705363 0.996539 0.823496 1.86065 0.743392
threshold=0.30112000000000005 -0.0047149999999999996 -0.07632499999999999 0.08919500000000001 -0.071619999999999989 -0.14001 0.10189000000000002 0.076175000000000007 0.089525000000000007 0.081390000000000004 1.0000000180025095e-35 0.086880000000000013 0.078175000000000008 -0.08317999999999999 0.08351500000000002 -0.072684999999999986 -0.093284999999999993 -0.091784999999999992 -0.0081349999999999981 0.097070000000000004 0.10559 -0.047369999999999995 -0.016279999999999996 0.10820000000000002 -0.091729999999999992 -0.089974999999999986 0.11639500000000001 0.5140450000000002 0.10391500000000002 -0.055319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 7 10 9 -9 11 12 14 -13 15 -7 -17 18 -18 21 -21 22 -20 24 -19 26 29 28 -27 -26
right_child=-2 3 -4 4 -6 6 -8 8 -10 -11 -12 13 -14 -15 -16 16 17 23 19 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00044439398511925983 9.5861420976804288e-05 0.0014266160927171681 -0.00089604536676742897 0.00056223141743059232 -0.00059585073214688498 0.0016119059626041148 -0.00034055914139595998 0.0014344174356920173 0.0020646273635816924 0.00022122526340868175 -0.000180554494263102 -0.00055948240684391851 0.0019654383033630468 0.0005602453863642299 -0.0001326681770434464 0.00089145828093143819 -0.00084381295223249857 -0.00022736300102655765 -0.00035025014748160481 -0.0009603538740457757 0.00039111839363835155 0.0016876156392480212 0.00073332136019928597 -3.2938594661815228e-05 0.0018884950642097588 0.00063730931056025033 0.00069808235478899879 -0.00034836216425381439 0.0019661864099854084 0.0010138824569167065
leaf_weight=47 132 26 21 33 22 22 20 30 20 24 21 20 22 28 20 238 23 23 21 20 58 20 124 39 33 1665 220 20 26 83
leaf_count=47 132 26 21 33 22 22 20 30 20 24 21 20 22 28 20 238 23 23 21 20 58 20 124 39 33 1665 220 20 26 83
internal_value=0 0.000641204 3.04348e-05 0.000655423 9.89986e-05 0.000666101 0.000659139 0.000666229 0.00121128 0.000895221 0.00065154 0.000657953 0.00066807 9.36921e-05 0.00065732 0.000663316 0.00065533 0.000631667 0.000381199 0.000497147 4.4587e-05 0.000711084 0.00057639 0.000663258 0.000676374 0.000686529 0.000893008 0.000645981 0.000657741 0.00126269
internal_weight=0 2989 68 2921 55 2866 2840 2820 74 54 2746 2725 2677 48 2655 2635 2613 2375 266 243 78 165 145 2109 2070 2047 336 1711 1691 116
internal_count=3121 2989 68 2921 55 2866 2840 2820 74 54 2746 2725 2677 48 2655 2635 2613 2375 266 243 78 165 145 2109 2070 2047 336 1711 1691 116
is_linear=0
shrinkage=0.00492917


Tree=1539
num_leaves=31
num_cat=0
split_feature=4 457 14 1 150 52 12 13 13 1 0 131 16 150 402 133 0 160 14 43 1455 42 156 4 0 13 38 124 403 403
split_gain=1.31361 0.839486 0.70173 0.83638 0.569255 0.624757 0.534508 1.53732 1.32788 1.01776 1.34471 0.74653 0.963675 0.507147 0.50066 0.804994 0.855175 0.927034 0.56666 0.898646 0.672306 0.669277 1.4163 0.631195 2.04592 0.902038 0.641205 0.589236 0.552695 1.00091
threshold=0.26450500000000005 0.31508000000000008 -0.24175999999999997 0.14173500000000003 0.12187000000000002 0.039215000000000007 0.10124000000000001 -0.15714499999999998 -0.016469999999999995 0.14627000000000004 1.0000000180025095e-35 0.089005000000000015 -0.36241499999999999 0.13361500000000004 0.089785000000000018 0.11269500000000002 -0.08867499999999999 -0.013324999999999998 0.076175000000000007 -0.52440999999999993 0.11922500000000001 0.085465000000000013 0.085790000000000019 -0.42529999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0037749999999999993 0.23383500000000004 0.093545000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 6 7 -2 -8 10 11 12 -9 14 18 16 -16 -18 19 -4 23 22 -20 -21 26 -26 27 -25 29 -19
right_child=4 -3 3 -5 -6 -7 8 9 -10 -11 -12 -13 -14 -15 15 -17 17 28 21 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015562358884189051 0.00104903606098404 -0.0002489414707549722 -0.00050071156301046034 -0.00023089080684613594 0.0011903389707431488 0.0006150257337190438 -0.0014528946732081291 6.8404481320748521e-05 0.00048465033075202174 -0.0011430386295118991 0.0012345063856986532 0.0008463766111001693 -0.0010824122396459184 0.0014728490295251909 0.00031440509603468478 -5.9027976329545513e-05 0.002257293263279116 0.000976561441829137 0.00016893154119434364 0.00092632787544318226 0.0015770253984989679 0.0017978517970774085 0.0019069198413265423 0.00018032003243009657 0.00025104675533795651 -0.00099672685727706062 0.0015715782564090452 0.00063599294017281454 0.00060472816126342472 0.0022595452155188081
leaf_weight=26 52 30 21 31 21 109 20 66 22 21 27 20 32 23 45 24 20 83 41 184 22 26 21 88 37 32 21 1872 61 23
leaf_count=26 52 30 21 31 21 109 20 66 22 21 27 20 32 23 45 24 20 83 41 184 22 26 21 88 37 32 21 1872 61 23
internal_value=0 0.000656421 0.000666477 0.000657828 0.000318775 0.000269173 0.000124181 0.00023249 -0.00043799 -2.32958e-05 0.000138874 -0.000111822 -0.000307372 0.000668248 0.000661188 0.000889805 0.00098796 0.00115005 0.000636441 0.00061988 0.000630311 0.00106495 0.000757605 0.000620988 0.000593582 -0.000327631 0.000625669 0.000615534 0.00101744 0.00125494
internal_weight=0 2731 2701 2675 390 369 260 218 42 166 145 118 98 2644 2621 256 232 187 2365 2277 2256 88 62 2234 2050 69 1981 1960 167 106
internal_count=3121 2731 2701 2675 390 369 260 218 42 166 145 118 98 2644 2621 256 232 187 2365 2277 2256 88 62 2234 2050 69 1981 1960 167 106
is_linear=0
shrinkage=0.0054422


Tree=1540
num_leaves=31
num_cat=0
split_feature=3 96 48 14 14 1 1186 148 147 4 1 11 160 393 1213 1455 150 151 160 4 481 1213 2 14 160 1208 4 3 50 15
split_gain=1.17377 0.794846 0.628305 0.685313 0.708831 0.682674 1.0637 0.846216 1.97489 0.864148 1.56171 0.804014 0.751232 0.744252 0.722279 0.691647 0.70553 0.835052 0.613985 0.615677 0.617728 0.773595 0.612419 0.638609 0.611291 0.625163 1.2582 3.27325 0.806419 0.786585
threshold=0.30112000000000005 0.087655000000000025 -0.22597999999999999 0.10189000000000002 0.076175000000000007 0.080270000000000022 0.060550000000000007 -0.079019999999999993 0.092780000000000015 -0.39518999999999993 0.084785000000000013 0.077415000000000012 -0.085834999999999981 0.096070000000000003 0.23509000000000002 0.11192500000000001 0.13529000000000005 0.095500000000000015 -0.54200499999999985 -0.14098499999999997 -0.081834999999999977 -0.063054999999999986 0.089525000000000007 0.081390000000000004 0.14906500000000003 0.10233500000000001 -0.075889999999999999 -0.081924999999999984 0.090210000000000012 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 7 8 -7 12 -11 -4 -9 14 15 16 17 18 -12 -20 -21 -22 23 -6 25 26 27 28 -23 -28
right_child=-2 -3 3 -5 22 6 -8 9 -10 10 13 -13 -14 -15 -16 -17 -18 -19 19 20 21 24 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0014411962371670883 4.8620650232821476e-05 -0.00037614207284341272 0.0006305758540177933 -0.00041108443445574751 0.0012919737389795773 -0.00086882507656042742 -0.00045832098066651654 0.001815315283708138 0.00098141642008272873 -0.00071523150655471016 0.0013421921459799337 -0.00042473914935923758 0.00073868595907344186 0.0014952580727320467 0.0014346955922061159 0.0014156566762423219 0.0014035962855360427 -0.00057356083671193322 -0.00037754163000859988 -0.00046763459731975662 0.00098411109083555671 0.0010707319092700411 0.0018463230055043858 0.00015998325358062608 0.001250744308804018 0.0012727627869955852 0.00035248066826315462 -0.0020949788115051174 -0.00021125257768756279 0.00086694226563152025
leaf_weight=22 132 25 1604 20 30 38 34 21 27 30 20 20 114 20 21 20 20 23 26 20 71 25 20 25 23 21 503 20 29 97
leaf_count=22 132 25 1604 20 30 38 34 21 27 30 20 20 114 20 21 20 20 23 26 20 71 25 20 25 23 21 503 20 29 97
internal_value=0 0.000552657 0.000560491 0.000553905 0.00056051 0.000547287 0.000453947 0.000480034 -0.000100263 0.000513592 0.000460006 0.000617579 0.000906162 0.00049677 0.000475503 0.000453561 0.000432133 0.000410004 0.000436463 0.000414769 0.000440232 0.000463245 0.00106247 0.000777433 0.000411739 0.000383974 0.000356281 -0.000287265 0.000382259 0.000435652
internal_weight=0 2989 2964 2942 2922 2847 1223 1189 65 1124 989 1624 135 959 939 918 898 878 855 835 809 789 75 55 718 695 674 74 54 600
internal_count=3121 2989 2964 2942 2922 2847 1223 1189 65 1124 989 1624 135 959 939 918 898 878 855 835 809 789 75 55 718 695 674 74 54 600
is_linear=0
shrinkage=0.00523088


Tree=1541
num_leaves=31
num_cat=0
split_feature=2 15 16 1 399 3 483 479 479 0 52 16 0 52 475 1 475 160 0 1209 133 16 399 400 4 160 160 158 160 133
split_gain=1.01508 1.57508 1.15123 0.736995 1.07182 0.817493 0.652956 0.649108 0.972614 0.640449 0.961367 0.896691 0.754804 0.713569 0.622032 1.41062 0.954594 0.751503 0.719248 0.607456 0.812115 0.804942 0.580833 0.647587 0.603868 0.702528 1.59263 1.28417 1.01724 0.82528
threshold=0.17025000000000004 -0.079929999999999987 -0.11118499999999999 0.096325000000000008 1.0000000180025095e-35 -0.24190499999999995 0.13027000000000002 0.10713500000000002 0.088785000000000017 0.041630000000000007 0.10744000000000002 0.10994000000000002 -0.014954999999999998 -0.015539999999999998 -0.088274999999999978 0.080270000000000022 -0.085719999999999977 -0.082299999999999984 -0.085939999999999989 0.083050000000000013 0.41307000000000005 -0.088704999999999992 1.0000000180025095e-35 -0.016164999999999995 -0.083854999999999985 0.058535000000000011 0.10455000000000002 0.11174500000000002 0.14906500000000003 -0.44023999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 7 8 9 12 11 -11 14 -13 15 18 17 -16 -1 22 21 -21 23 -18 -25 27 -27 29 -28 -26
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12 13 -14 -15 16 -17 19 -19 -20 20 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.00015921524968423725 0.0013501489094532701 -0.0013219337973067586 -0.0005014484719325172 0.0011706890271870188 -0.00080688966311487614 0.00038545117193978596 0.0016369646666550737 0.0013926537928600053 -0.00049288509999210746 -0.00029634063547532186 -0.00090662402730271984 0.00040219562676807949 0.0016125344621493978 0.0016760725644042126 0.00073997637238120133 -0.0011843303471651019 -0.00010564801751340726 0.0021445297677757484 0.0013382949863696401 0.0019790296854116582 -0.00013674847828901783 0.00087862304989226668 0.00091066094172236229 0.00082508248490120565 0.0012978985330562472 0.0012081708894378868 -0.00058507855264021337 -0.0008508814740495307 0.00064775922613062923 0.00044120368891784458
leaf_weight=20 24 25 21 47 24 748 20 33 28 37 22 44 25 22 27 21 51 24 23 27 21 124 150 235 39 133 33 25 69 979
leaf_count=20 24 25 21 47 24 748 20 33 28 37 22 44 25 22 27 21 51 24 23 27 21 124 150 235 39 133 33 25 69 979
internal_value=0 -0.000159646 0.00048607 0.000543754 0.000395573 0.000431874 0.000598127 0.000588734 0.000576559 0.00059048 0.000189279 0.000423355 0.000615233 0.000826821 0.000602773 4.25866e-05 0.000621282 0.00140094 0.000641779 0.000600199 0.000927392 0.00107538 0.000567365 0.000534441 0.000556017 0.000506541 0.000791806 0.000442267 0.0002489 0.000474024
internal_weight=0 70 45 3051 819 795 2232 2212 2179 2151 125 103 2026 66 2001 64 1937 51 43 1886 172 151 1714 1564 1513 1278 235 1043 102 1018
internal_count=3121 70 45 3051 819 795 2232 2212 2179 2151 125 103 2026 66 2001 64 1937 51 43 1886 172 151 1714 1564 1513 1278 235 1043 102 1018
is_linear=0
shrinkage=0.00577531


Tree=1542
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 2 14 1 2 0 47 4 49 1 11 3 43 132 159 0 133 11 47 16 131 16 1 51
split_gain=314.298 52.3375 29.355 28.8173 22.8146 16.9001 11.6948 10.5946 8.47202 8.27695 5.4456 5.17671 4.38287 3.54204 3.33681 2.93046 2.87702 3.38795 3.35596 2.86857 2.82276 2.5531 2.48794 2.37929 2.3305 5.6955 2.32703 2.27005 2.14572 3.27857
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.088105000000000003 0.089885000000000007 0.40473500000000007 0.14122000000000004 0.062655000000000016 0.09253500000000002 -0.090999999999999984 -0.22491999999999998 0.13011000000000003 0.04735000000000001 -0.009244999999999998 0.16540500000000002 1.0000000180025095e-35 -0.10831999999999999 -0.016814999999999997 0.091050000000000006 0.0089800000000000019 -0.036484999999999997 0.087035000000000015 0.082485000000000017 0.078345000000000012 -0.29154999999999992 0.091440000000000007 -0.10850999999999998 0.080270000000000022 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 5 4 19 8 -6 11 10 -4 -1 14 15 16 -7 21 17 18 -13 22 -19 -5 24 -18 -3 -26 -2 -15 29 -12
right_child=1 3 9 12 6 7 -8 -9 -10 -11 28 13 -14 27 -16 -17 23 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016632688374933755 0.0024002215655258242 0.0010714397659767731 0.0020352232115801944 0.00047785629445691374 0.0020227506859055574 0.001286152186140196 0.0011291733007491066 0.0014474165947748804 0.0028484989255047823 0.0012112028889539204 0.0023932649288747909 0.0021766451344848313 0.0011927321405661865 0.0021370344993533082 0.0020543260455551555 6.8217532043490198e-05 0.002810283897235033 0.002178493501775171 0.0014708441327736332 0.00055433201170620387 0.0024779788769239974 0.00088321151645436773 0.00084156281002324793 0.0023050993764721812 0.0009691101703206491 0.0018606531939980742 0.0018627799854735827 0.0018514099305293288 0.0022677746328885495 0.001841655913129565
leaf_weight=22 54 167 34 95 83 20 39 41 59 63 813 26 20 118 21 22 24 464 23 20 65 40 61 57 27 25 20 88 490 20
leaf_count=22 54 167 34 95 83 20 39 41 59 63 813 26 20 118 21 22 24 464 23 20 65 40 61 57 27 25 20 88 490 20
internal_value=0 0.00118709 0.00222564 0.00105516 0.00124635 0.00225558 0.0017371 0.00211663 0.0023493 0.00150003 0.0023274 0.00214692 0.000599323 0.00216907 0.00167961 0.00052373 0.00221722 0.00218393 0.00184535 0.00104678 0.00221529 0.000597962 0.00108196 0.00245478 0.00114892 0.00139774 0.00225497 0.00201502 0.00233845 0.00238002
internal_weight=0 673 2448 599 422 2351 122 947 1404 97 1345 906 177 865 41 157 659 578 49 300 529 135 280 81 219 52 74 206 1323 833
internal_count=3121 673 2448 599 422 2351 122 947 1404 97 1345 906 177 865 41 157 659 578 49 300 529 135 280 81 219 52 74 206 1323 833
is_linear=0
shrinkage=0.00134594


Tree=1543
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 16 0 1 4 2 4 0 1 160 0 3 3 15 40 3 11 1 1 150
split_gain=569.834 91.5702 46.4073 41.0485 28.9869 25.0289 19.1385 15.1184 15.0853 12.8627 11.5084 9.97095 7.92863 12.2528 7.49881 7.04406 6.38583 5.2182 5.01901 4.76239 4.34273 4.32437 5.69189 4.14669 3.8438 3.46624 3.44371 3.4211 3.40995 3.40129
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.09253500000000002 0.062655000000000016 -0.52595999999999987 -0.10607499999999999 0.085345000000000018 -0.15289999999999995 0.11704500000000001 0.0061450000000000003 -0.079119999999999982 0.16175000000000003 -0.081069999999999989 -0.15202999999999997 -0.13927999999999999 -0.10831999999999999 -0.03241999999999999 -0.077714999999999992 -0.24462999999999999 0.084680000000000019 0.13075500000000004 0.11866500000000001 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 10 24 -8 11 -4 12 -7 13 20 -9 26 17 -14 -6 -19 -1 25 -23 -22 -3 -13 -2 -5 -16 -15
right_child=1 4 9 27 18 8 7 14 -10 -11 -12 21 16 29 28 -17 -18 19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037725207156592408 0.0027234510203002302 0.00098015047059570666 0.0027457875980039367 0.0015562165266948006 0.00048718511507356125 0.0018198474389954609 0.0021946740511614498 0.0021580494588891515 0.0018936759742202022 0.0015658202115171216 0.0037785385896543511 0.0027093096201338727 0.0032457251936654735 0.0025969489276384634 0.0013224057040726433 0.0018673926893766758 0.0027830495623260318 0.0025183126584252067 -0.00035221178719715415 0.003092734190889838 0.0032920853569042086 0.0020425395023757854 0.0028856964085363186 0.0024079235941166749 0.00036088100903584354 0.0034458541339846176 0.0033563756287109149 0.0008655487979049827 0.00085788697064290544 0.0018209116857869085
leaf_weight=21 98 46 34 60 90 21 54 20 41 63 70 21 1116 27 105 20 96 39 21 299 32 20 444 21 50 56 26 24 59 27
leaf_count=21 98 46 34 60 90 21 54 20 41 63 70 21 1116 27 105 20 96 39 21 299 32 20 444 21 50 56 26 24 59 27
internal_value=0 0.00142107 0.0030274 0.0022178 0.00101286 0.00307064 0.00124034 0.00147538 0.00279904 0.00197942 0.00316434 0.00286509 0.00313871 0.00276889 0.00126429 0.00271883 0.00316925 0.00319475 0.00032838 0.00302645 0.00317751 0.00290566 0.00284935 0.00294176 0.000657614 0.00324498 0.00285616 0.00135888 0.00115529 0.00220893
internal_weight=0 673 2448 228 445 2351 334 238 603 97 1748 562 1678 128 184 144 1550 1454 111 338 74 541 464 53 96 77 124 84 164 54
internal_count=3121 673 2448 228 445 2351 334 238 603 97 1748 562 1678 128 184 144 1550 1454 111 338 74 541 464 53 96 77 124 84 164 54
is_linear=0
shrinkage=0.00154607


Tree=1544
num_leaves=31
num_cat=0
split_feature=1 11 105 4 49 159 456 0 16 474 51 2 16 484 16 3 49 3 52 15 12 52 16 49 13 16 13 1213 484 43
split_gain=2.35252 0.977978 1.00246 1.32401 0.87316 0.758626 0.694352 0.610482 0.544787 0.753593 0.7577 0.91528 1.04123 1.62325 0.887504 1.05914 0.748818 1.06014 0.675778 0.619048 0.73054 0.593819 0.814819 0.60452 0.609797 0.638803 0.579242 0.655 0.567879 0.911852
threshold=0.10124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.008819999999999998 -0.079429999999999987 0.082585000000000006 0.060100000000000008 0.18019500000000002 0.0057500000000000008 0.10008000000000002 -0.17083999999999996 0.10005000000000001 0.066275000000000014 0.015535000000000002 0.40020000000000006 -0.076669999999999988 0.065470000000000014 -0.10217499999999997 0.10160000000000001 -0.076244999999999993 0.090455000000000021 -0.13993999999999998 -0.014754999999999999 0.11560500000000001 0.0049450000000000006 -1.0000000180025095e-35 0.14871000000000004 -0.066379999999999981 0.088375000000000009 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -5 6 -3 8 21 10 19 12 13 -12 15 -13 17 -14 -17 -10 -21 22 -1 24 25 28 27 -26 -23 -30
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 14 16 -15 -16 18 -18 -19 -20 20 -22 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0017811797501457178 -0.00061916196539565677 0.00072481541721815983 0.0014629256467523046 -0.00044068669879336803 0.00032617455072030013 0.00012349675805044683 0.0016543267070031615 2.0810397048945733e-05 0.0016144789386598115 0.001129687308273447 0.00051708308149339785 -0.0011923279588718634 0.0019540944593979385 -0.00090085662725454757 0.00083413412947221403 -0.00049188090615806719 0.00015165111748782935 0.00076744932943330108 0.00068363496280413679 0.0013033953430112114 0.00042583332548755837 0.00074777972380488469 0.00072396258347946069 0.00011154201674470349 0.0010604706203350702 0.0012632012599786868 0.00085502887510201611 0.00018201243124250059 0.0014299394196902345 0.00034933088597037564
leaf_weight=30 20 184 21 36 449 43 20 28 20 52 74 20 20 24 21 21 33 109 23 31 68 1346 36 33 23 62 74 111 65 24
leaf_count=30 20 184 21 36 449 43 20 28 20 52 74 20 20 24 21 21 33 109 23 31 68 1346 36 33 23 62 74 111 65 24
internal_value=0 0.000414863 0.000442327 0.000413047 0.000269253 0.000695396 0.000815944 0.000716197 0.000724589 0.00058884 0.000528228 0.000415786 0.000555315 0.000169833 -1.10075e-05 -0.00028832 0.000788508 0.000951425 0.000122593 0.000854214 0.000700625 0.000763418 0.00120452 0.000746667 0.00075896 0.000792358 0.000518588 0.000332793 0.000772015 0.00113854
internal_weight=0 773 753 732 485 247 204 2348 2320 516 464 345 260 98 85 64 162 129 44 119 99 1804 66 1738 1705 1497 208 134 1435 89
internal_count=3121 773 753 732 485 247 204 2348 2320 516 464 345 260 98 85 64 162 129 44 119 99 1804 66 1738 1705 1497 208 134 1435 89
is_linear=0
shrinkage=0.00473777


Tree=1545
num_leaves=31
num_cat=0
split_feature=1 11 1456 133 1 472 4 12 39 155 157 48 3 4 15 12 11 147 1375 129 43 131 51 1212 1212 1213 402 10 4 16
split_gain=1.90554 0.908931 0.781685 0.695801 1.15845 0.565266 0.863604 0.664292 0.533144 0.506616 0.792273 0.561398 0.500143 0.848552 1.23531 0.515047 0.994128 0.483121 0.483625 0.479604 0.533937 1.17929 1.16658 1.13452 1.33563 0.758499 1.01839 0.690955 0.646886 0.635422
threshold=0.10124500000000002 0.084110000000000004 -0.049894999999999995 -0.24227499999999996 0.16773500000000005 -1.0000000180025095e-35 0.063160000000000008 0.10589000000000003 0.10076500000000001 0.10158500000000002 -0.097649999999999987 -0.080024999999999985 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 0.11734000000000001 0.088215000000000002 0.10735000000000001 -0.066804999999999989 0.11234000000000001 0.0016850000000000001 0.023795 0.035765000000000012 -0.014129999999999998 -0.082209999999999991 0.12428000000000002 0.11174500000000002 -0.012544999999999999 -0.081714999999999996 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 9 -3 -7 -8 12 10 -5 -12 15 -14 -15 16 19 18 -13 20 23 22 29 24 28 26 27 -25 -1 -22
right_child=1 5 3 4 -6 6 7 -9 -10 -11 11 17 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028709463057747142 0.0010184511223479246 0.00020826948554973678 0.0010184128652063209 -0.000635883811687287 -0.00082931758870682698 0.0014886803594978211 0.0011796894337338633 0.00012927203002779144 5.2404925150303522e-05 0.00091277810176424758 0.00088456317222172537 0.00092593703624005864 0.00066207640426953175 0.00051267450885629398 -0.00097593869462674239 0.00026110868267479448 0.001633152924603451 -0.00044481638247598893 0.00023367042375294769 0.0012606285806164362 0.00068431251565806255 0.0014159021694232399 -0.00038702621463354721 -0.00012194801142563029 0.002101362050114677 0.0011997047670336413 -0.00013038715165428617 0.00064171082794119399 0.0010883970364837933 0.00029539252722374492
leaf_weight=28 28 31 23 20 20 32 20 30 34 23 28 21 60 25 20 73 20 20 477 24 170 25 33 24 21 45 36 1474 71 165
leaf_count=28 28 31 23 20 20 32 20 30 34 23 28 21 60 25 20 73 20 20 477 24 170 25 33 24 21 45 36 1474 71 165
internal_value=0 0.000351841 0.000288495 0.000256155 0.000227367 0.000721824 0.000915972 0.000549439 0.000607399 0.000263248 0.000236854 0.000268822 0.000615554 0.000314502 -0.000148931 0.000629864 0.000642466 0.000235539 0.000262862 0.000633103 0.000625903 0.000477605 0.000413861 0.000660207 0.0010787 0.000628403 0.000611643 0.000629476 0.000861766 0.000492755
internal_weight=0 773 660 632 609 113 82 50 2348 589 566 546 2314 105 45 2209 2136 518 498 2116 2092 393 368 1699 120 1579 1534 1498 99 335
internal_count=3121 773 660 632 609 113 82 50 2348 589 566 546 2314 105 45 2209 2136 518 498 2116 2092 393 368 1699 120 1579 1534 1498 99 335
is_linear=0
shrinkage=0.0044645


Tree=1546
num_leaves=31
num_cat=0
split_feature=4 1375 14 2 2 149 3 3 3 40 40 48 2 0 1444 480 159 50 0 400 402 4 160 1374 128 394 4 4 15 42
split_gain=1.60448 0.801394 0.66274 0.735827 0.621529 0.492169 0.458412 0.521796 0.602808 0.561213 0.615774 0.859033 0.483118 0.836855 0.826816 0.957373 0.760709 0.787121 0.884614 1.01133 0.839876 1.11363 0.915575 0.773401 0.727306 0.789079 0.711682 0.798383 0.702252 0.706549
threshold=0.26450500000000005 -0.27302499999999996 -0.24175999999999997 0.17025000000000004 0.25063000000000007 0.091325000000000003 0.20828500000000003 0.12745000000000004 0.10732000000000001 -0.08440499999999998 -0.085734999999999992 0.084855000000000014 0.085730000000000015 -0.11173999999999999 -0.083144999999999983 -0.08342999999999999 -0.092104999999999979 0.12070000000000002 -0.089019999999999974 -0.054869999999999995 0.095250000000000015 -0.078439999999999996 -0.23686999999999997 0.086000000000000007 0.092940000000000009 -0.081744999999999984 -0.35136499999999998 -0.10429499999999998 -0.079249999999999987 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -2 7 8 9 10 11 -4 13 -11 -14 -16 -17 18 19 -18 22 -22 -20 24 25 -24 -15 -28 29 -27
right_child=4 2 3 -5 -6 -7 -8 -9 -10 12 -12 -13 14 26 15 16 17 -19 20 -21 21 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0002347422750687111 0.00030424831891010819 0.0016764347725172029 0.0013773753537469719 -0.00022326605126778297 -0.00063817245633116329 0.001231254309650198 0.00019479963007051746 0.0013913125135448219 -0.00018638069541108607 0.0014690313619602675 -0.00069641118249312453 -0.00030349135896441887 -0.00045222300026255492 0.0018942177253267862 0.0019399102331669087 0.0010905688694974667 -0.00086224753916365156 -0.00038523396441413331 -0.00026117941926681858 0.00047228325987993516 0.0023846436029149195 0.0008635855971761327 -0.00047868288789824686 0.0018983942588099328 0.0017543805714396142 0.0020772633547998919 -0.00032983941819484286 0.00080419501398315617 0.00063152910171602257 0.0008825713314705889
leaf_weight=32 344 26 23 30 24 22 58 43 26 73 20 21 23 21 22 144 22 27 35 301 25 57 21 20 23 24 23 879 642 70
leaf_count=32 344 26 23 30 24 22 58 43 26 73 20 21 23 21 22 144 22 27 35 301 25 57 21 20 23 24 23 879 642 70
internal_value=0 0.000710546 0.000721753 0.000712467 0.000298546 0.00035997 0.000723088 0.000734942 0.000723839 0.000733245 0.000177783 0.000575144 0.000747743 0.000849718 0.000677985 0.000696126 0.000676733 0.000629698 0.000651798 0.000381386 0.000747046 0.00132732 0.000690061 0.000731678 0.000701762 0.00066978 0.000800736 0.000775278 0.000702549 0.0011876
internal_weight=0 2731 2699 2673 390 366 2643 2585 2542 2516 64 44 2452 996 1456 1433 1411 1267 1240 323 917 82 835 800 780 757 923 902 736 94
internal_count=3121 2731 2699 2673 390 366 2643 2585 2542 2516 64 44 2452 996 1456 1433 1411 1267 1240 323 917 82 835 800 780 757 923 902 736 94
is_linear=0
shrinkage=0.00600863


Tree=1547
num_leaves=31
num_cat=0
split_feature=1 1 39 12 4 47 2 14 42 4 2 1 11 13 3 2 34 4 0 47 1 12 4 3 0 0 131 2 2 4
split_gain=215.037 25.9897 23.9258 21.159 14.5885 10.932 9.47667 8.66498 7.80791 7.43753 5.14966 3.62668 3.39884 4.00538 4.20503 3.16897 4.00826 3.08299 2.64498 6.13119 4.7805 2.73168 2.8164 3.25273 2.78883 3.6643 2.64053 2.95975 2.42528 2.41773
threshold=0.10752500000000002 0.13075500000000004 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.13082500000000002 0.10188000000000001 0.076175000000000007 -0.044809999999999996 0.40124500000000002 0.13754500000000003 0.093575000000000019 0.082245000000000013 -0.10664 -0.10217499999999997 0.13754500000000003 -1.0000000180025095e-35 0.49041500000000005 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 -0.060129999999999996 0.11070500000000001 0.08844500000000001 0.25063000000000007 0.14122000000000004 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 6 15 7 18 -4 29 12 -10 13 -8 -15 16 -3 -18 19 20 -1 22 -20 -24 -23 -26 27 -17 -2 -5
right_child=1 5 8 9 -6 -7 10 -9 11 -11 -12 -13 -14 14 -16 26 17 -19 21 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020314679113626602 0.0011122426355850369 0.00045754092334401609 0.0019475371630697234 0.002225201285111781 0.0012459025292348306 0.0013970083222643685 0.001257658100823755 0.0025070210739077149 0.0016450592891659077 0.001174984911471169 0.0013705451718738731 0.0011085216042329437 0.0021903431425675311 0.0013416209015544409 0.0019303392574676372 0.00053883066975192202 0.0014476324351519656 0.00079173723909178905 0.0026164642709969438 0.0024824682507811656 0.0014508547220166658 0.0020391144416037534 0.0016291862837230322 0.0021327455552869468 0.0013356783300512275 0.0020961515322726909 0.00089689226999682865 1.3271479815272175e-05 0.00066656883077688238 0.001778614238639105
leaf_weight=49 192 38 44 32 43 39 20 81 33 32 37 74 60 24 261 55 20 37 21 24 54 904 24 732 24 22 20 30 25 70
leaf_count=49 192 38 44 32 43 39 20 81 33 32 37 74 60 24 261 55 20 37 21 24 54 904 24 732 24 22 20 30 25 70
internal_value=0 0.00108748 0.00198979 0.00132058 0.00202276 0.00074514 0.00203705 0.00207612 0.00147026 0.00174111 0.00184901 0.001274 0.00189751 0.0018399 0.00188076 0.000618026 0.000796142 0.00102188 0.00205729 0.00186982 0.00172707 0.00207108 0.00213027 0.00211676 0.00202266 0.00169938 0.000456873 0.000353339 0.0010609 0.00191872
internal_weight=0 590 2531 351 2380 239 2337 1935 151 134 402 107 365 305 285 200 95 57 1854 127 103 1727 777 756 950 46 105 85 217 102
internal_count=3121 590 2531 351 2380 239 2337 1935 151 134 402 107 365 305 285 200 95 57 1854 127 103 1727 777 756 950 46 105 85 217 102
is_linear=0
shrinkage=0.00134594


Tree=1548
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 1 14 2 2 0 1 4 4 15 0 11 3 47 0 4 3 0 15 131 2 4 13
split_gain=404.988 65.0317 34.6172 32.6485 22.4928 17.3691 11.4646 11.2333 11.0601 9.79379 9.35588 7.22876 6.91376 8.64944 6.79988 5.76072 3.9927 3.62504 3.19928 4.71526 2.9578 3.90415 2.91401 2.8166 2.72737 3.098 2.60808 3.51108 2.32851 2.28697
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.27834500000000006 0.0061450000000000003 -0.097454999999999986 -0.083554999999999977 0.081790000000000015 -0.10831999999999999 0.090100000000000013 -0.23091999999999999 -0.55119499999999988 -0.12711499999999995 -0.15202999999999997 -0.03241999999999999 0.082750000000000004 0.31358000000000003 0.063160000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 11 -6 -5 12 18 14 13 24 -4 17 -15 -14 19 -7 21 -3 -19 -24 -1 -26 27 -13 -12 -16
right_child=1 2 6 8 7 10 -8 -9 -10 -11 28 26 15 16 29 -17 -18 22 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0030256070399675436 0.0025306885362695666 0.0016006108989815788 0.0013332602527315004 0.002351931440551425 0.002283361717394925 0.0018334271136410106 0.0014752272211294611 0.0012386915372501279 0.0013149684600298676 0.0031322832244365779 0.001285060315145462 0.00036207751148275912 0.0027210821301274935 0.0024092581609160444 0.00049371187915631641 0.0022996605846126016 0.0016152619639218716 0.003115290502489855 0.0027513120866363133 0.0023806966726265103 0.0015668907512451928 0.0010139836160856599 0.0021784700922125215 0.0025851411804995454 0.0027106075278871466 0.0020310064926015252 0.00077220267982786787 -0.00034427331029030878 0.001979658443129161 0.0010008683318334527
leaf_weight=23 76 28 39 34 74 37 37 31 61 76 20 59 742 20 77 108 41 21 42 345 33 172 38 742 35 24 20 20 21 25
leaf_count=23 76 28 39 34 74 37 37 31 61 76 20 59 742 20 77 108 41 21 42 345 33 172 38 742 35 24 20 20 21 25
internal_value=0 0.00125929 0.00110217 0.00252331 0.00141508 0.00255737 0.000720358 0.00197494 0.00168609 0.00262003 0.00230539 0.000603983 0.00259833 0.00229102 0.000815849 0.00262494 0.00187559 0.00264771 0.00236965 0.00232769 0.00116279 0.00109611 0.00257975 0.00256533 0.00260005 0.00243416 0.000302234 0.000183255 0.00164083 0.000618015
internal_weight=0 691 615 2430 338 2335 277 105 95 1870 465 240 1794 143 141 1651 61 1543 424 382 233 200 801 780 82 59 99 79 41 102
internal_count=3121 691 615 2430 338 2335 277 105 95 1870 465 240 1794 143 141 1651 61 1543 424 382 233 200 801 780 82 59 99 79 41 102
is_linear=0
shrinkage=0.00145689


Tree=1549
num_leaves=31
num_cat=0
split_feature=1 11 1456 11 402 12 2 457 16 12 2 0 0 0 51 3 52 483 30 49 4 16 1453 50 160 43 4 11 475 2
split_gain=2.80281 0.999101 0.753225 0.662001 0.673676 0.992229 0.835441 0.888179 0.857673 0.855032 0.833065 0.648975 0.958602 0.571776 0.55028 0.671581 0.733507 0.543395 0.543158 0.507574 0.503185 0.475643 0.661075 0.839493 1.25018 1.81632 0.982995 0.738679 0.574317 0.789773
threshold=0.10124500000000002 0.084110000000000004 -0.049894999999999995 -1.0000000180025095e-35 0.10052500000000002 -0.26532499999999998 0.13404500000000005 0.079590000000000008 -0.0094449999999999968 -0.086254999999999984 0.10276500000000001 -0.079119999999999982 -0.11437499999999999 0.22582000000000002 1.0000000180025095e-35 -0.15121499999999996 -0.068719999999999989 0.08956500000000002 0.084655000000000022 -0.058769999999999996 -0.03898999999999999 0.0057500000000000008 -0.044999999999999991 1.0000000180025095e-35 -0.080719999999999986 -0.084004999999999982 -0.16363499999999997 0.078065000000000009 -0.08100499999999998 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 5 -5 7 9 19 10 18 12 -8 21 15 16 -3 20 -7 -9 -11 -1 -23 24 25 -24 -27 28 29 -26
right_child=1 14 3 4 -6 6 11 8 -10 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00081371003737579911 0.001131551804162469 0.00082810942405306528 -0.00051075259357942992 0.0013602091631204382 -0.00044884542287401197 0.0010724856453051576 0.00010257294820549331 -0.00019903951071736787 -0.00081387955579755348 0.00113603442453741 -0.00057281174740175399 0.0003006148197128384 -0.0011788719470054439 -2.7113582298664479e-05 0.0014735652884748504 0.0013939246060522081 -0.00020153100176823919 2.122255224636529e-05 4.926919164222396e-06 0.00072534766692833677 0.0006348398307581386 5.7866379081362415e-05 -0.0010509612991386537 0.0011561269004683441 0.0018630606865642262 0.0013709753633517022 5.6589321332374535e-06 0.0015190964568204078 0.00057797074013150819 0.00067656260178498785
leaf_weight=1808 28 41 20 23 22 20 38 24 21 59 26 92 20 20 25 22 25 25 23 30 189 39 23 76 20 20 29 25 254 34
leaf_count=1808 28 41 20 23 22 20 38 24 21 59 26 92 20 20 25 22 25 25 23 30 189 39 23 76 20 20 29 25 254 34
internal_value=0 0.000441628 0.00037115 0.000337461 0.00036518 0.000395534 0.000356402 0.000465475 -1.43985e-06 0.000567869 9.66656e-05 5.31793e-05 -0.000339305 0.000770539 0.000853272 0.000677052 0.000438094 0.000686965 0.000501466 0.000314509 0.000754076 0.000777392 0.000651116 0.000699217 0.000613476 4.7382e-05 0.000562931 0.000735875 0.000672302 0.00111601
internal_weight=0 773 660 632 612 590 567 417 75 342 69 150 58 2348 113 88 66 273 43 54 248 2328 520 481 405 72 49 333 308 54
internal_count=3121 773 660 632 612 590 567 417 75 342 69 150 58 2348 113 88 66 273 43 54 248 2328 520 481 405 72 49 333 308 54
is_linear=0
shrinkage=0.00473777


Tree=1550
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 12 3 133 3 15 4 3 12 10 16 14 4 149 0 0 123 10 16 159 52 4 483 1416 16 51
split_gain=2.27636 0.888944 0.668309 1.09915 0.666221 0.654829 0.644787 0.60078 0.590424 1.25067 2.2649 1.0077 0.571295 0.691461 0.63748 1.12483 0.938359 0.748094 0.550808 0.676759 0.547108 0.501803 0.617031 0.481657 0.796082 1.0343 0.585508 0.513111 0.468485 0.808486
threshold=0.27044500000000005 0.17025000000000004 -0.010834999999999999 -0.090999999999999984 -0.080614999999999978 -0.064509999999999984 0.63141500000000017 -1.0000000180025095e-35 0.11296500000000002 -0.0088349999999999974 -0.15464999999999998 0.20828500000000003 -0.10022999999999999 -0.15282499999999996 -0.4179199999999999 -1.0000000180025095e-35 0.51303500000000013 0.075040000000000009 0.10455500000000001 -0.11437499999999999 1.0000000180025095e-35 0.087010000000000018 -0.50690499999999983 -0.089309999999999987 0.2800700000000001 -0.050494999999999991 0.12605000000000002 1.0000000180025095e-35 0.19444000000000003 -0.016074999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 18 12 -7 23 11 -11 -10 -2 -14 17 16 -16 21 19 -5 -21 22 -15 -6 26 -26 27 28 -25 -30
right_child=6 -3 4 5 8 7 -8 -9 9 10 -12 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00057027374919612641 0.00083435370730415028 -0.00010619375757011069 0.0014689413615873404 0.00037673965828092176 0.00090512739958560455 0.00064115180483891303 -0.00055847138176443967 -0.00046052048082265167 0.0014215266960654613 0.00078882160278271999 -0.0013375000971017289 0.00013702216239877608 -0.00052693110545415681 0.0002516748702179105 0.00076214169562750409 -0.00075869862398528188 -0.00035982281536486448 0.0013449983318543472 -7.1951686826445099e-05 0.0014536322633479791 0.00072225767534739532 -0.00029141533949578283 0.00092619724281070592 0.0007170112262795997 -0.00055564762897521765 0.00059110961537427295 0.001508623389303706 0.0012890888308166027 0.00067381597245938041 0.00016058878494889449
leaf_weight=22 42 33 25 62 246 20 20 25 29 23 22 26 24 90 44 30 27 20 20 38 58 22 46 1644 26 55 20 32 232 98
leaf_count=22 42 33 25 62 246 20 20 25 29 23 22 26 24 90 44 30 27 20 20 38 58 22 46 1644 26 55 20 32 232 98
internal_value=0 0.000666732 0.000676099 0.000440048 0.000699438 0.000539721 0.000268575 2.91116e-05 0.000691595 0.000335047 -0.000250713 0.000814306 0.000316519 0.00024474 0.000311121 1.04758e-05 0.000335479 0.000481711 0.000668808 0.000762575 0.00101176 0.000372435 0.000479822 0.000706748 0.000683587 0.000223015 0.000702 0.000693958 0.000684311 0.000521403
internal_weight=0 2756 2723 245 2478 223 365 45 2453 100 45 55 345 303 279 101 71 178 178 158 96 158 136 2353 2107 81 2026 2006 1974 330
internal_count=3121 2756 2723 245 2478 223 365 45 2453 100 45 55 345 303 279 101 71 178 178 158 96 158 136 2353 2107 81 2026 2006 1974 330
is_linear=0
shrinkage=0.00473777


Tree=1551
num_leaves=31
num_cat=0
split_feature=1 124 44 376 39 13 12 16 156 15 0 147 148 9 3 3 13 52 48 447 3 51 13 16 52 52 16 3 456 50
split_gain=1.8648 0.719891 0.742734 0.640344 0.929059 0.616042 1.08321 1.41114 0.765215 0.718045 0.640116 0.612698 0.693023 0.680345 0.715168 0.674957 1.44085 0.657373 0.63957 0.600665 0.557718 0.705276 0.55689 0.581562 0.914322 0.980752 1.21653 0.863667 0.82616 0.808245
threshold=0.11910500000000002 -0.076779999999999987 0.081805000000000017 0.084545000000000009 0.087735000000000021 -0.099939999999999987 0.09364500000000002 -0.11676499999999999 0.10272000000000002 -0.43375999999999998 0.024095000000000002 0.089365000000000014 -0.08224999999999999 0.081890000000000004 -0.083784999999999984 0.11296500000000002 -0.42195999999999995 -0.021869999999999997 -0.089814999999999992 0.085445000000000007 -0.049509999999999992 -0.025069999999999999 -0.16152999999999998 -0.0068949999999999992 -0.10925999999999998 -0.046924999999999988 -0.0083599999999999976 -0.091354999999999978 0.087225000000000011 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 -5 6 7 9 10 -2 20 13 -13 15 -15 19 -17 -18 -14 22 21 -7 -3 24 -24 27 -27 -26 -25 -30
right_child=5 2 -4 4 -6 8 -8 -9 -10 -11 -12 12 18 14 -16 16 17 -19 -20 -21 -22 -23 23 28 25 26 -28 -29 29 -31
leaf_value=0.0001019490110738749 0.00013171502685892252 -4.1617691906693782e-05 0.0012804071510988835 0.0011793888850569955 -3.8489459936421763e-05 0.00012339941006052368 -0.00092009098196378246 -0.00049892827373345663 0.0011416257725629687 0.0011080526469124323 -0.00037744735149545838 0.00070904849177832064 0.00041540081090661585 0.0017267399692804158 0.00057024408535081249 0.0010851521236038965 0.00026783023822551835 -0.00068936252241468053 -0.00063471761602540129 0.0012679390103296452 0.00019227304501168063 0.0011157984802589516 0.0012973456250977196 0.00043698006371856954 -0.00062388877127154453 0.00062111129633631457 0.0015423611975866672 0.00039431590848507364 0.0013955452178661841 0.0002925420811296223
leaf_weight=119 31 28 28 30 20 23 22 38 21 27 26 28 20 20 21 23 27 28 25 24 124 34 38 688 20 1426 28 79 35 20
leaf_count=119 31 28 28 30 20 23 22 38 21 27 26 28 20 20 21 23 27 28 25 24 124 34 38 688 20 1426 28 79 35 20
internal_value=0 0.000553424 0.000571377 0.000276591 0.000692238 0.00021265 -4.40736e-05 0.00015668 0.000345516 0.000586217 0.000264752 0.000563676 0.000168403 0.000575195 0.00113439 0.00056589 0.000165228 -0.000219468 -0.000167998 0.000578988 0.000357001 0.000715357 0.000571988 0.000579349 0.000626564 0.000610151 0.000638852 0.000188618 0.000478247 0.000994453
internal_weight=0 2775 2606 169 50 346 118 96 228 58 207 2578 73 2505 41 2464 78 55 45 2386 181 57 2362 2334 1591 1553 1454 99 743 55
internal_count=3121 2775 2606 169 50 346 118 96 228 58 207 2578 73 2505 41 2464 78 55 45 2386 181 57 2362 2334 1591 1553 1454 99 743 55
is_linear=0
shrinkage=0.00437696


Tree=1552
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 14 47 2 1 2 52 1 2 52 2 106 34 0 3 132 12 0 52 1420 1429 484
split_gain=385.274 63.4101 37.8531 32.6793 29.6731 20.5856 15.8405 13.3861 12.1681 11.7268 11.6824 9.84566 5.59847 4.9622 4.28172 3.75612 7.81521 3.46333 3.13705 3.21379 2.91252 3.03917 2.78705 3.64161 2.74813 2.73446 2.59277 2.43818 2.27798 3.81585
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.090540000000000023 0.25063000000000007 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -0.16675999999999999 0.14019000000000004 0.087690000000000004 -0.038779999999999995 -0.036484999999999997 0.30112000000000005 0.082230000000000011 0.095780000000000018 -0.026509999999999995 0.40674500000000008 -0.083604999999999985 0.084690000000000015 0.083530000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 -6 -5 11 13 12 26 20 -13 24 -17 -11 19 22 -4 -22 23 -3 -16 -7 27 -1 -29 -30
right_child=1 2 10 8 7 25 -8 -9 -10 17 -12 14 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0036994592039942182 0.0030605702528927877 0.0018365252969194811 0.00058004106389485219 0.0028730635239617645 0.0027933547216954556 0.0024591690625035637 0.0018558765078846313 0.0017357886535488544 0.001769965309732678 0.0030702985826615314 0.0019718350626720328 0.00337035976969511 0.0029251966562077081 0.00042910718259376153 0.0030048245577567771 0.0018605127140116173 0.0029214246847349399 0.0037774495829455408 0.0011567611650322371 0.0010758330122097269 0.00098599097311149629 0.0015360254713918816 0.0013378833161025497 0.0011792785166007045 0.002820727932300893 0.0017473239948673548 0.0027273929167196394 0.0031918703687585696 0.0033038983955809894 0.0025116691666901901
leaf_weight=20 71 164 25 34 82 22 24 39 63 20 26 45 245 38 442 23 46 65 35 21 78 31 42 21 301 26 28 990 25 29
leaf_count=20 71 164 25 34 82 22 24 39 63 20 26 45 245 38 442 23 46 65 35 21 78 31 42 21 301 26 28 990 25 29
internal_value=0 0.00173236 0.00157571 0.00300189 0.00183657 0.00303677 0.00305684 0.00245249 0.00215662 0.00306949 0.00104343 0.00304851 0.00312821 0.000903088 0.00292417 0.00289944 0.00256779 0.00361106 0.00157323 0.00163201 0.0010375 0.00114242 0.00168346 0.00176192 0.00293024 0.00207359 0.00317376 0.0031855 0.00317566 0.00287844
internal_weight=0 673 602 2448 404 2351 2303 121 97 2279 198 2194 1337 172 857 812 69 85 283 248 134 109 227 185 743 48 1092 1064 1044 54
internal_count=3121 673 602 2448 404 2351 2303 121 97 2279 198 2194 1337 172 857 812 69 85 283 248 134 109 227 185 743 48 1092 1064 1044 54
is_linear=0
shrinkage=0.00148603


Tree=1553
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 0 4 2 0 34 4 4 14 0 4 12 13 52 2 49 1 49 15 31 15
split_gain=350.73 58.6466 33.3295 27.319 20.1557 16.222 11.9774 10.5741 10.1882 9.58609 9.55058 9.30143 7.41461 5.9285 5.91097 5.53113 4.74905 4.50014 3.25155 3.57557 3.30596 2.79448 2.69546 3.73129 3.23082 2.63706 2.46251 2.40588 2.38497 2.28278
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.0061450000000000003 -0.11173999999999999 0.40473500000000007 0.14285500000000004 -0.079119999999999982 -1.0000000180025095e-35 0.27834500000000006 0.27834500000000006 -1.0000000180025095e-35 0.18019500000000002 -0.49013999999999996 0.08401500000000002 -1.0000000180025095e-35 -0.024714999999999997 0.11144000000000001 0.065470000000000014 0.083345000000000016 0.093835000000000016 -0.41942499999999994 -0.077289999999999984 0.089295000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 12 9 -5 10 -1 -6 14 -12 28 17 -16 -11 19 -15 -21 -18 -3 -24 -25 26 -19 -14 -4 -9
right_child=1 2 6 8 11 -7 -8 29 -10 15 13 -13 27 18 16 -17 21 25 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018456538463745469 0.0023681011040365776 0.00087928597615965132 0.00060518461439440811 0.0022070912720905875 0.0021233453582814345 0.0015132255686710042 0.0013892542836937199 0.0031371781600994255 0.0011919343363285999 0.0028575001210385215 0.0024926347712435422 0.0011746616438433437 0.00046908775085628083 0.0025743951377013318 0.0013755274575430708 0.0014223184481903951 0.00045739077143090316 0.0023543154155624647 0.0017231928259953792 0.0017821091959997972 0.0023079739719010679 0.0011187296386567045 0.0015137493559784585 0.00078813793399724495 0.0014787494910909488 0.0018513799842057976 0.0020656270725941672 -9.7469643591236855e-06 -7.9200149628245951e-05 0.0026466734632230697
leaf_weight=64 76 108 22 34 74 48 37 44 61 21 1160 33 37 110 32 22 43 130 20 28 462 21 50 52 21 55 131 62 23 40
leaf_count=64 76 108 22 34 74 48 37 44 61 21 1160 33 37 110 32 22 43 130 20 28 462 21 50 52 21 55 131 62 23 40
internal_value=0 0.00113658 0.000984396 0.00233641 0.00129757 0.00236819 0.000602256 0.00238614 0.00155525 0.00236641 0.00240966 0.00183076 0.000480927 0.00242994 0.000699791 0.00214424 0.000908104 0.00219137 0.00231263 0.00233228 0.00227792 0.000674393 0.00105059 0.00120101 0.000986807 0.0021471 0.00220942 0.000169211 0.000255388 0.0029036
internal_weight=0 691 615 2430 338 2335 277 2287 95 2203 1844 107 240 1780 141 359 96 337 620 600 490 64 231 123 73 316 261 99 45 84
internal_count=3121 691 615 2430 338 2335 277 2287 95 2203 1844 107 240 1780 141 359 96 337 620 600 490 64 231 123 73 316 261 99 45 84
is_linear=0
shrinkage=0.00148603


Tree=1554
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 1 14 2 2 0 49 4 52 1 1 150 49 48 0 4 13 3 1 0 1 0 3 1
split_gain=338.937 56.267 29.6482 22.712 19.697 15.5602 12.319 10.4205 10.2253 7.54947 6.89116 6.31669 6.76026 6.67385 5.40763 5.31027 5.29324 5.23526 4.46486 4.41558 4.13909 5.20837 4.12295 4.11158 3.209 4.07606 2.69555 2.46242 2.31093 2.1756
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 -0.025214999999999998 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.11362000000000001 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 -0.52606999999999993 0.083135000000000014 0.12656000000000003 1.0000000180025095e-35 -0.054984999999999992 0.11926500000000002 -0.079119999999999982 -0.55119499999999988 -0.47860499999999995 -0.12711499999999995 0.076935000000000017 -0.030209999999999997 0.13075500000000004 -0.036484999999999997 0.11658 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 16 -4 11 17 28 12 15 20 -2 -1 -3 24 -16 29 -13 -22 -6 -23 25 -7 -5 -18 -8 -12
right_child=1 4 7 26 22 9 10 -9 -10 -11 19 13 -14 -15 18 -17 27 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024490423776613894 0.0026440356257821707 0.0011007656377601469 0.0023136429102332016 0.0014371018930602747 0.00061340542021018959 0.0023294366721057056 0.0019918934926471542 0.0013128400664654785 0.0030555349847088036 0.0016429297882460609 0.0012630335179391187 0.0026143166730951918 0.0027935176820206515 0.0021773832676349673 0.0014386549321389302 0.001823453089329696 0.00041731575678935197 0.0016801207520215136 0.002195473634562448 0.001618329274049798 0.0031200630214488208 0.0019301251488568218 -3.162616446969131e-05 0.0024528598749523865 0.0026009599519096964 0.0017446240852609675 0.00085939230851474603 0.00094971723738212512 0.0014545169225234887 0.00074882973140119862
leaf_weight=48 45 98 34 60 58 262 41 63 79 41 31 1156 36 98 21 72 54 27 78 33 23 35 33 365 81 28 24 28 29 40
leaf_count=48 45 98 34 60 58 262 41 63 79 41 31 1156 36 98 21 72 54 27 78 33 23 35 33 365 81 28 24 28 29 40
internal_value=0 0.00128557 0.00245297 0.00187409 0.000984038 0.00248554 0.00113944 0.00166364 0.00254233 0.00223818 0.00141587 0.00252021 0.0022398 0.0025463 0.00222528 0.00207369 0.000872234 0.0022995 0.00203494 0.001178 0.0025692 0.00244589 0.000379493 0.00240712 0.00234458 0.00227297 0.00127204 0.000599111 0.00176927 0.000973341
internal_weight=0 673 2448 228 445 2351 354 97 1912 439 174 1833 156 1677 144 120 180 398 99 104 1579 423 91 400 371 290 84 82 70 71
internal_count=3121 673 2448 228 445 2351 354 97 1912 439 174 1833 156 1677 144 120 180 398 99 104 1579 423 91 400 371 290 84 82 70 71
is_linear=0
shrinkage=0.00145689


Tree=1555
num_leaves=31
num_cat=0
split_feature=1 3 4 2 9 42 14 4 12 4 13 42 42 40 0 11 43 3 12 16 3 13 3 1373 1373 49 480 49 474 133
split_gain=4.42567 1.38528 1.05769 0.850842 1.51012 0.788942 0.878366 0.990519 0.760486 0.793055 0.729169 0.740695 0.661723 0.601192 0.580841 0.562687 1.41795 0.837709 0.922806 0.604348 1.48656 0.603625 0.541362 0.709382 0.761363 0.570454 0.769093 0.822441 0.70576 0.655233
threshold=0.10124500000000002 0.31370500000000007 -0.17966999999999997 0.10252500000000002 -1.0000000180025095e-35 -0.019989999999999997 -0.22253999999999999 0.51164000000000009 -0.42850999999999995 0.010840000000000001 -0.066634999999999986 0.090545000000000014 -0.012324999999999997 -0.07632499999999999 0.18019500000000002 1.0000000180025095e-35 -0.15879999999999997 -0.14989499999999997 0.083815000000000014 0.0073350000000000004 -0.11171999999999999 -0.13710499999999998 0.092670000000000016 0.086880000000000013 0.078175000000000008 0.092560000000000017 0.10742500000000001 0.0093850000000000027 0.089435000000000014 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 13 -5 7 -7 -3 -10 11 -6 -12 -4 15 19 -17 18 -18 21 -21 -1 23 24 25 26 27 28 -23 -29
right_child=1 8 3 5 10 6 -8 -9 9 -11 12 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0002683660661401343 0.0011199789274709557 0.00061853994569666289 0.00043444767991074258 -0.00032521195449358763 0.0019089311978519542 0.0015010202711930128 0.00033441370043530951 0.00023359064888889923 0.00042628235966413815 -0.00065608711477702596 0.0011517370685248972 0.00096793488122015397 0.00042771706209323549 -0.00061053261901667982 0.0002912214719764605 0.00039595319015066572 0.00057313322963504099 0.0024043337916854731 0.0017420762714704596 -0.00041045636145351633 0.00087813444474367508 0.0010331241921087506 0.00045425719128060996 0.00017540069989830211 0.001963212165494786 0.00075916251004505553 0.0019431386864483418 0.0017133164731547136 0.00024383325754822032 0.0010113636053180957
leaf_weight=25 93 35 36 32 30 36 220 24 25 43 49 56 74 20 28 30 24 23 46 22 421 1314 38 22 21 156 23 75 27 53
leaf_count=25 93 35 36 32 30 36 220 24 25 43 49 56 74 20 28 30 24 23 46 22 421 1314 38 22 21 156 23 75 27 53
internal_value=0 0.00056151 0.000641721 0.000564636 0.000765992 0.000393613 0.000475764 0.000994048 3.97496e-05 -0.000258157 0.000954825 0.00129619 0.000716148 6.12404e-05 0.000983082 0.000991432 0.0013095 0.0016042 0.0013413 0.000973624 0.000814141 0.0010139 0.00102468 0.0010375 0.00104887 0.00103722 0.00106629 0.00105256 0.00101723 0.00142266
internal_weight=0 773 670 577 265 312 280 60 103 68 209 86 123 56 2348 2320 123 93 70 2197 443 1754 1729 1691 1669 1648 1492 1469 1341 128
internal_count=3121 773 670 577 265 312 280 60 103 68 209 86 123 56 2348 2320 123 93 70 2197 443 1754 1729 1691 1669 1648 1492 1469 1341 128
is_linear=0
shrinkage=0.00483252


Tree=1556
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 14 42 4 47 2 4 2 34 52 1 150 4 31 15 12 16 47 43 14 1 1429 51 2 131
split_gain=216.144 36.3825 22.4546 17.7808 11.7523 11.4497 8.87312 7.97866 7.97362 6.23353 5.87065 5.72747 3.911 5.57986 3.24792 3.64052 5.61058 2.79926 2.6585 2.42782 2.2968 2.2725 2.1049 2.07107 2.02503 2.00977 2.92445 2.77679 1.87138 1.85857
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.088105000000000003 0.13404500000000005 0.062655000000000016 -0.0060199999999999993 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.13754500000000003 -1.0000000180025095e-35 -0.56176499999999996 0.088975000000000012 0.081835000000000019 0.42051500000000003 -0.077289999999999984 -0.45963999999999994 0.095780000000000018 0.11346000000000002 0.090100000000000013 -0.080324999999999994 -0.23083499999999998 0.080270000000000022 0.083420000000000008 0.11144500000000002 0.10497000000000002 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 22 6 8 -1 10 12 25 -6 13 18 -12 20 28 -15 -4 -19 -16 -7 24 -9 -3 27 -27 -5 -17 -14
right_child=1 2 9 5 11 21 -8 23 -10 -11 14 -13 29 17 15 16 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018360552623772973 0.0019448875557816117 0.001231642355265335 0.00063688205195739039 0.0020646770598596416 0.0017564342308845544 0.00097115790359067564 0.0024110819221398838 0.0012100959097874897 0.0010851730303130379 0.0011415788922071548 0.0022382861688222651 0.001040904598196008 0.00023593046161878763 0.0012294474301889514 0.0019312768007349096 0.0015245748277492941 0.00088244553087075646 0.0010691329260414204 -5.7624658414435497e-05 0.00041756207108313852 0.0017685983432342411 0.0015875063384845197 0.0013031679999454852 0.00066685578775251063 0.00084424389059122246 0.0019602308321915699 0.0014275966645601156 0.0015386108559378292 0.0021029474565329958 0.00071543203211838098
leaf_weight=40 76 33 22 811 74 26 85 41 22 37 43 33 94 33 430 25 20 20 23 28 301 23 32 22 166 477 22 21 21 20
leaf_count=40 76 33 22 811 74 26 85 41 22 37 43 33 94 33 430 25 20 20 23 28 301 23 32 22 166 477 22 21 21 20
internal_value=0 0.00101257 0.000897354 0.00191789 0.00114443 0.0019436 0.00195829 0.00133716 0.00194074 0.000595873 0.00194941 0.00153576 0.000511743 0.000685176 0.00185592 0.00183529 0.00151402 0.000909212 0.000281912 0.00068905 0.00186429 0.00126046 0.00096316 0.00102039 0.000908486 0.00200842 0.00193675 0.0020514 0.00178861 0.000320054
internal_weight=0 691 615 2430 338 2327 2278 103 2193 277 2171 107 240 126 840 797 66 81 45 48 731 49 231 63 199 1331 499 832 46 114
internal_count=3121 691 615 2430 338 2327 2278 103 2193 277 2171 107 240 126 840 797 66 81 45 48 731 49 231 63 199 1331 499 832 46 114
is_linear=0
shrinkage=0.00142833


Tree=1557
num_leaves=31
num_cat=0
split_feature=1 3 4 12 48 12 2 133 2 15 484 42 14 48 16 48 4 15 16 42 472 13 39 12 11 15 12 10 13 3
split_gain=4.46979 1.28293 1.02466 0.728927 1.29866 0.626142 0.691 0.601858 1.04776 0.981949 0.774891 0.716855 0.74406 0.786858 0.977702 0.918551 0.711145 0.68203 0.574234 0.564623 0.566109 0.697719 0.56374 0.588774 0.894562 0.873781 1.06814 0.774516 0.660102 0.559812
threshold=0.10124500000000002 0.31370500000000007 -0.013125 -1.0000000180025095e-35 0.083685000000000009 -0.42850999999999995 0.15950500000000004 0.085265000000000021 0.10136500000000002 -0.41942499999999994 -0.067484999999999989 -0.019989999999999997 -0.22253999999999999 0.10866500000000003 -0.42170999999999997 0.087310000000000013 0.51164000000000009 -0.10469999999999999 -0.36241499999999999 0.092395000000000019 -1.0000000180025095e-35 -0.071554999999999994 0.10076500000000001 0.11734000000000001 0.079915000000000014 0.040760000000000005 0.089410000000000003 -0.012544999999999999 -0.16152999999999998 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 4 -2 -3 -7 8 9 -4 -10 -12 16 14 -14 -16 -13 -11 -9 20 -5 -22 23 24 27 26 -26 -1 -29 -30
right_child=1 5 7 19 -6 6 -8 18 10 17 11 12 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=9.0824668057511596e-05 -0.00042128821691460235 0.00049687775389210831 0.00012442697423296415 0.00061599939300650646 0.00099735308323696168 0.00010546009735022046 -0.00078328132345469579 0.00047959952512717892 -0.00041137532657945625 0.0016665282382008408 -0.00029904374737817609 0.0015519526492519065 0.00052536067808608153 0.00086835873487928303 -0.00091541441428092448 0.00029055730017944889 0.0004520572560114641 0.00082448525609570716 -0.00011680066794400858 0.00045049310977967748 0.00063254742654071802 0.001458959206062793 0.00031154939094928742 0.00049427974083412509 0.00039207963180838218 0.001933147234104879 0.0016236896912032964 0.00024424776174563739 0.00086804168875634271 0.00027030761927036292
leaf_weight=23 21 35 29 36 23 46 22 53 21 20 21 20 57 38 21 22 20 90 57 34 24 63 34 78 25 25 23 30 2083 27
leaf_count=23 21 35 29 36 23 46 22 53 21 20 21 20 57 38 21 22 20 90 57 34 24 63 34 78 25 25 23 30 2083 27
internal_value=0 0.000477189 0.000543071 0.000789455 0.000320274 4.86378e-05 -0.000182074 0.000437477 0.000519264 0.000799587 0.000342151 0.000421668 0.000506696 0.000363129 0.000171141 -0.000298406 0.001002 0.000977584 0.000170556 0.000920945 0.00105099 0.00123098 0.000838785 0.000846532 0.00085882 0.00130788 0.000982226 0.000843664 0.000851755 0.000860393
internal_weight=0 773 670 201 44 103 68 469 359 139 220 199 178 138 100 43 40 110 110 157 123 87 2348 2314 2236 73 48 2163 2140 2110
internal_count=3121 773 670 201 44 103 68 469 359 139 220 199 178 138 100 43 40 110 110 157 123 87 2348 2314 2236 73 48 2163 2140 2110
is_linear=0
shrinkage=0.00412451


Tree=1558
num_leaves=31
num_cat=0
split_feature=1 124 44 2 48 15 15 10 2 9 147 148 12 2 1429 15 13 42 13 376 14 11 41 3 2 160 47 51 402 50
split_gain=3.62231 1.08412 0.790622 0.782065 0.728324 0.742428 0.988989 0.705918 0.85471 0.699386 0.648712 0.708033 0.648069 1.06611 0.628918 0.593047 0.626823 0.591969 1.04881 0.673864 0.557524 0.630376 1.13161 0.552614 0.551523 0.779926 0.544847 0.511139 0.970651 1.29
threshold=0.11910500000000002 -0.076779999999999987 1.0000000180025095e-35 0.10527500000000002 0.12737000000000001 -0.080694999999999989 -0.07490999999999999 0.058500000000000003 0.11510000000000002 -1.0000000180025095e-35 0.089365000000000014 -0.08224999999999999 -0.42850999999999995 0.31358000000000003 -0.092414999999999983 -0.11033999999999998 -0.07743499999999999 -0.0060199999999999993 -0.0093149999999999986 0.083705000000000016 0.076175000000000007 0.077290000000000011 0.079395000000000007 0.0041950000000000008 0.14122000000000004 -0.088079999999999978 0.11170500000000001 0.078435000000000019 0.090075000000000002 0.083090000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 10 5 15 -7 8 9 -2 14 -12 -10 -14 -3 -5 -17 -1 19 -19 27 -22 -23 -9 25 -8 -11 -16 29 -29
right_child=7 2 -4 4 -6 6 24 23 12 26 11 -13 13 -15 20 16 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00099658272217027105 0.0001291964081202296 0.0017844794268244821 0.0017748193252504481 0.00078591757761545841 -0.0001451568212431671 0.0018807963459000529 0.0018008161441638048 0.00027628072052574899 0.0011436010115468296 0.0015083522210245493 0.00097026961576961472 -0.00034493138839865897 0.00030142275213540813 -0.00090160134684785429 0.00099656949380645373 0.00057914406487621548 -0.00050058037230315091 0.00012769392731581315 -0.00059331767201808181 0.0010182762511514521 0.00089013304996009702 0.0025947258742237173 0.00093202396467757592 -0.00091260610450046617 0.00025538485869020563 0.00082880116837772517 0.00057150306990996649 0.00022862709899549596 0.0017074469233628732 0.0010038818923230929
leaf_weight=49 27 27 31 67 24 27 25 23 20 41 24 21 163 23 1685 31 28 46 27 47 36 24 21 20 39 234 29 110 26 126
leaf_count=49 27 27 31 67 24 27 25 23 20 41 24 21 163 23 1685 31 28 46 27 47 36 24 21 20 39 234 29 110 26 126
internal_value=0 0.000918105 0.000944435 0.000934438 0.000742761 0.000790011 0.000922158 0.000350502 0.00043951 0.000844375 0.000977793 0.000356509 0.000248869 0.000152662 0.000991398 0.000449156 6.67325e-05 0.000512106 0.000314278 0.000577773 0.000980839 0.00140606 0.0018188 -0.00027669 0.000835302 0.000922625 0.00112023 0.000963149 0.000748213 0.000642534
internal_weight=0 2775 2606 2575 475 451 325 346 303 97 2100 45 206 186 2055 126 59 169 120 93 2028 81 45 43 298 259 70 1947 262 236
internal_count=3121 2775 2606 2575 475 451 325 346 303 97 2100 45 206 186 2055 126 59 169 120 93 2028 81 45 43 298 259 70 1947 262 236
is_linear=0
shrinkage=0.00523088


Tree=1559
num_leaves=31
num_cat=0
split_feature=4 457 3 31 43 14 3 39 3 4 0 1447 4 0 42 15 15 3 160 480 11 393 130 48 4 15 157 157 12 50
split_gain=2.93713 0.982756 0.74984 0.746589 0.735863 0.701858 0.948885 0.659941 0.725049 0.576048 0.858046 0.843596 0.880115 0.971809 1.35773 1.05927 0.819751 0.754598 0.703375 0.784671 0.738968 0.622943 0.840849 0.590875 0.524195 0.506041 0.524851 0.618259 0.522058 0.512682
threshold=0.26450500000000005 0.31508000000000008 0.63141500000000017 -0.018414999999999997 -0.085154999999999995 -0.24175999999999997 0.20828500000000003 0.10166000000000001 -0.016324999999999996 -0.082249999999999976 -0.036484999999999997 -0.085804999999999979 -0.51843499999999987 -0.084044999999999995 0.085730000000000015 0.087685000000000013 0.084840000000000013 -0.045649999999999989 -0.54913999999999985 -0.095389999999999989 1.0000000180025095e-35 0.10585500000000002 -0.082104999999999984 -0.089814999999999992 -0.081984999999999988 0.13592500000000005 -0.096984999999999974 -0.089834999999999984 0.092755000000000018 0.13276000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -5 7 9 -9 11 18 -7 17 14 16 -16 -14 -13 -11 -20 21 22 -21 -24 -25 26 28 -28 -26 -29
right_child=2 -3 -4 5 -6 6 -8 8 -10 10 -12 12 13 -15 15 -17 -18 -19 19 20 -22 -23 23 24 25 -27 27 29 -30 -31
leaf_value=-0.00046332026011982664 0.00036079887752301742 -0.0001007501055923023 -0.00058103514093487286 0.0015780553453227924 0.0007765753934715244 0.00016546131026995122 0.00018972036137954656 -0.00037617605849797961 0.0007196214970778879 0.0013893093689036388 4.056814216073511e-05 0.002272574104968741 0.0012014344472805812 0.00076888147147772634 0.0022613887583584199 0.00098337701890536026 0.00046081773125715349 0.00098669980233971567 -0.00018706672946163069 -5.0658750637648326e-06 0.001458940255542672 0.0015174230255751511 0.0014064899158847152 -2.6831980618245501e-05 0.0006636022252693429 0.00013558772098205566 0.0014998402827527786 0.00074718867194065283 -0.00019375368401242045 0.0012723481254582859
leaf_weight=22 370 30 20 24 21 33 63 23 33 39 38 20 86 425 37 24 55 21 20 34 33 23 30 20 44 30 26 1409 25 43
leaf_count=22 370 30 20 24 21 33 63 23 33 39 38 20 86 425 37 24 55 21 20 34 33 23 30 20 44 30 26 1409 25 43
internal_value=0 0.00075203 0.0003125 0.000761502 0.00014221 0.000771521 0.000764172 0.000778248 0.000269562 0.000789575 0.000745002 0.000904918 0.000941448 0.000897473 0.00116802 0.00175856 0.000912541 0.00161396 0.000760074 0.000745946 0.000756814 0.000743055 0.000732332 0.000747742 0.000735367 0.000745034 0.000756852 0.000775707 0.000352966 0.000762741
internal_weight=0 2731 390 2701 43 2658 2634 2571 56 2515 1814 701 668 627 202 61 141 41 1776 1737 1717 1684 1661 1627 1597 1577 1547 1478 69 1452
internal_count=3121 2731 390 2701 43 2658 2634 2571 56 2515 1814 701 668 627 202 61 141 41 1776 1737 1717 1684 1661 1627 1597 1577 1547 1478 69 1452
is_linear=0
shrinkage=0.00473777


Tree=1560
num_leaves=31
num_cat=0
split_feature=1 124 1 33 10 455 457 148 4 15 0 1 4 160 0 12 11 40 15 3 16 4 16 1424 4 474 15 402 402 42
split_gain=2.47616 0.764045 0.598401 0.56852 0.526247 0.521453 1.15192 0.584871 0.738284 0.910472 0.753093 0.867454 0.712189 0.770466 0.656941 0.779835 0.570099 0.762543 0.635879 0.825679 0.580019 0.72809 0.758641 0.676613 0.736326 0.964309 0.76914 0.709151 1.51261 0.963893
threshold=0.11910500000000002 -0.076779999999999987 0.16773500000000005 0.082285000000000011 0.058500000000000003 0.093105000000000007 0.29113500000000009 -0.10665499999999999 0.40124500000000002 -0.47006499999999996 -0.14920999999999998 0.077565000000000009 0.076415000000000025 0.088755000000000014 -0.13455999999999999 0.087285000000000015 0.096970000000000015 -0.078349999999999989 0.13592500000000005 -0.055119999999999995 -0.083539999999999989 0.0016150000000000003 -0.082404999999999992 1.0000000180025095e-35 -0.0082299999999999995 0.087440000000000004 -0.088749999999999982 0.089785000000000018 0.083170000000000008 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 6 7 -3 10 -10 11 -9 13 -13 15 -12 17 -16 20 -20 -19 22 -22 24 27 26 -26 28 -24 -29
right_child=2 3 -4 -5 -6 -7 -8 8 9 -11 14 12 -14 -15 16 -17 -18 18 19 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.00050218088096497162 0.00051474249033378583 0.0020056861985490795 -0.00067114683858633954 0.0019945619872381182 -0.00027385587003546553 0.0019907072224108818 -0.00048177775774622939 0.0026358994090119733 0.0015752319610178849 -3.4017714536311372e-06 -4.5604167994833708e-05 0.00071756897431805053 0.002335462034485578 0.0020831711021012619 0.0022274084542392393 0.0014470893561460119 -0.00013983700809518741 0.0011367733216245766 -0.00071619960010852292 0.00098121041901917585 -3.6726016422177549e-05 0.00051156575237999778 0.00089004888021432921 0.002015623776248871 0.0022052954828720166 0.0025307261905437519 0.00087408478694796525 0.0010332946341435312 -0.00059251661245622524 0.0024128730050609988
leaf_weight=169 282 22 23 22 41 20 24 21 20 68 57 85 20 22 20 20 20 615 22 27 32 180 982 26 23 26 91 82 30 29
leaf_count=169 282 22 23 22 41 20 24 21 20 68 57 85 20 22 20 20 20 615 22 27 32 180 982 26 23 26 91 82 30 29
internal_value=0 0.000925968 0.000342465 0.000953451 0.000414642 0.000944587 0.000936427 0.000949827 0.000940602 0.000355379 0.000961796 0.00141139 0.00120892 0.000998347 0.000932637 0.000342108 0.000953258 0.000963264 0.000951586 0.000219108 0.000968548 0.000899621 0.000952498 0.000977056 0.000955676 0.00140045 0.00114266 0.000900228 0.000846099 0.00139373
internal_weight=0 2775 346 2606 323 2584 2564 2540 2518 88 2430 148 127 107 2282 77 2205 2185 2165 49 2116 1501 1321 1289 1263 140 114 1123 1012 111
internal_count=3121 2775 346 2606 323 2584 2564 2540 2518 88 2430 148 127 107 2282 77 2205 2185 2165 49 2116 1501 1321 1289 1263 140 114 1123 1012 111
is_linear=0
shrinkage=0.00650394


Tree=1561
num_leaves=31
num_cat=0
split_feature=4 2 0 12 16 10 16 149 1 457 150 0 150 403 3 403 14 1209 15 48 1446 47 3 1 158 2 2 13 3 4
split_gain=2.02537 0.773902 0.668107 0.700943 1.13742 0.648394 0.756493 0.883951 0.590454 0.734271 0.745153 1.03823 0.800045 0.72296 0.667707 0.640036 0.575586 0.561992 0.546166 0.642304 1.0161 0.855535 0.672187 0.845997 0.571849 0.572586 0.720805 0.744392 0.601839 0.547323
threshold=0.26450500000000005 0.17025000000000004 0.089620000000000019 -0.10022999999999999 -0.29154999999999992 -0.15282499999999996 -0.4179199999999999 0.07770500000000001 0.091195000000000012 0.29113500000000009 -0.099594999999999975 -0.16360999999999995 1.0000000180025095e-35 -0.44023999999999991 -0.083344999999999989 -0.085164999999999977 -1.0000000180025095e-35 -0.13441499999999998 -0.11033999999999998 0.089350000000000013 0.111445 0.078345000000000012 0.10732000000000001 0.090475000000000014 0.13270500000000005 0.12992500000000004 0.11362000000000001 0.0015850000000000003 -0.14186499999999996 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -5 7 -7 17 10 -10 -12 13 -13 -14 -15 -8 -1 -19 20 22 -21 23 24 25 26 28 -28 29 -20
right_child=2 -3 -4 5 -6 6 16 -9 9 -11 11 12 14 15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0018155819927403714 0.00038580216408199271 -0.00014061601707390732 -0.0007314156601799976 -0.00069450732410677844 0.0021336102893039317 0.00040937835416613051 0.00024366613611117915 0.0016711767258544947 -0.00041849622315237741 -0.00047147672641272486 0.0016977601750892788 -0.0003067662893543445 -0.00078356675530145471 0.0018082584642133764 0.00041165030970408974 0.0007586406492557673 -0.00070005192483157735 0.0011948613827115202 0.0019070461821548684 0.00060667162172207804 0.0018600577730929335 -0.00071400971566618727 -0.00025741720717807897 -0.00017540535315944855 -0.00014218004083055771 0.0015946167899542132 0.0006593264398764365 -0.00063511229403551909 0.00083757052538768273 0.00093888503825714656
leaf_weight=21 41 33 21 24 20 156 70 23 22 21 36 22 20 22 108 450 35 136 37 113 34 21 21 30 21 37 53 23 1401 49
leaf_count=21 41 33 21 24 20 156 70 23 22 21 36 22 20 22 108 450 35 136 37 113 34 21 21 30 21 37 53 23 1401 49
internal_value=0 0.000773964 0.000311069 0.000370398 0.000958854 0.000253853 0.000333996 0.000571509 0.00078515 0.00063512 0.000669295 0.000705665 0.000648244 0.000757937 0.000224898 0.000807564 -7.09066e-05 0.000837815 0.000827424 0.000800265 0.000831728 0.000399699 0.000810817 0.000824405 0.000842908 0.000855837 0.000838349 0.000267588 0.00086752 0.00135542
internal_weight=0 2731 390 369 61 308 284 179 2698 701 680 658 622 494 128 472 105 1997 1976 1840 1706 134 1672 1651 1621 1600 1563 76 1487 86
internal_count=3121 2731 390 369 61 308 284 179 2698 701 680 658 622 494 128 472 105 1997 1976 1840 1706 134 1672 1651 1621 1600 1563 76 1487 86
is_linear=0
shrinkage=0.00600863


Tree=1562
num_leaves=31
num_cat=0
split_feature=1 97 44 15 157 0 157 1 151 130 11 34 97 2 12 3 159 13 11 43 133 13 1211 43 43 12 52 16 457 49
split_gain=1.7304 0.595842 0.577419 0.600826 0.83634 0.690881 1.10665 0.848917 0.602068 0.578068 0.621661 0.557733 0.818979 0.702408 0.556147 0.826514 0.832784 0.55003 1.35012 0.915615 0.603467 1.18937 0.559078 0.615138 0.849456 0.545925 0.886264 0.538036 0.535203 0.764976
threshold=0.11910500000000002 -0.0047149999999999996 1.0000000180025095e-35 0.024640000000000006 -0.049319999999999996 -0.13027499999999997 -0.07797999999999998 0.083135000000000014 0.095500000000000015 -0.050984999999999996 0.097680000000000017 -0.038779999999999995 -0.079444999999999988 0.11510000000000002 -0.42850999999999995 0.16158000000000003 0.093660000000000007 0.054800000000000008 0.077695000000000014 -0.071629999999999985 -0.0081349999999999981 -0.091054999999999983 0.11789500000000001 0.0051600000000000005 0.10915000000000001 0.083815000000000014 -0.0092699999999999987 -0.080509999999999984 -0.0029299999999999994 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 28 -7 -11 12 -2 -13 -15 -16 -17 18 20 -19 22 -22 23 -6 27 -23 -27 -25 -9 -30
right_child=11 2 -4 4 17 9 7 8 -10 10 -12 13 -14 14 15 16 -18 19 -20 -21 21 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=-2.7005605554601952e-05 0.00036368701872997608 -0.0006209151212301882 0.0012024671487628057 0.0015764423435751856 0.00084749657040962968 0.0010808370243243163 0.0011111094565245481 -0.00021229333512308541 -0.00053242168697594373 0.00053741654313199194 -0.00030108775731465089 0.00060826849785868041 -0.00097052019235383739 0.00087526398341807141 0.00024676295242742667 -0.00090433929019719742 0.00027286213181964365 0.00052653063934419704 0.0016735939831826717 -0.00050067004932215046 -0.00039873747668922631 0.0010454820882204959 0.0015510133678716771 -0.00027036053109102932 0.00081802317029392618 -0.00032635594792685356 0.0005782456793462055 0.00066253592754045396 0.00010263153249341843 0.00081093856276091044
leaf_weight=40 21 29 33 22 297 45 32 32 20 1234 21 97 22 20 127 36 23 107 30 25 31 52 20 42 71 27 400 22 67 76
leaf_count=40 21 29 33 22 297 45 32 32 20 1234 21 97 22 20 127 36 23 107 30 25 31 52 20 42 71 27 400 22 67 76
internal_value=0 0.000558534 0.000567098 0.000559338 0.000643307 0.000497495 0.000268027 0.000381592 0.000261876 0.000542682 0.000523386 0.000196104 -0.000318931 0.000269194 0.000109533 2.71963e-05 -0.00044543 0.000625042 0.000664038 0.000331985 0.000632555 0.00051861 0.000761122 0.000724553 0.000454076 0.000577979 0.000521046 5.03226e-05 0.000352653 0.000479074
internal_weight=0 2775 2735 2702 1146 1556 256 227 195 1300 1255 346 43 303 206 186 59 1124 992 132 962 510 452 432 135 479 427 64 175 143
internal_count=3121 2775 2735 2702 1146 1556 256 227 195 1300 1255 346 43 303 206 186 59 1124 992 132 962 510 452 432 135 479 427 64 175 143
is_linear=0
shrinkage=0.00483252


Tree=1563
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 4 0 150 0 4 16 0 160 12 1 131 2 3 47 14 15 0 43
split_gain=308.173 48.2183 29.7305 21.4772 17.0872 14.2057 8.83747 8.2205 7.95037 7.88216 6.83906 6.16973 5.05562 8.3407 5.61161 6.19395 4.77556 3.12678 2.90851 2.80579 2.73168 2.81959 2.71851 2.77842 2.20168 2.20099 2.24026 2.10431 2.09714 2.83384
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.14285500000000004 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 0.26450500000000005 -0.050529999999999999 -0.15350499999999997 -0.067824999999999983 0.087765000000000024 0.089770000000000016 0.082750000000000004 0.31358000000000003 -0.013929999999999998 0.090100000000000013 -0.23083499999999998 -0.028889999999999996 -0.06563999999999999 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 12 11 -6 -5 18 16 13 27 15 -14 -4 -17 -7 -18 21 -15 23 -13 -21 26 -3 -1 -22 -30
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 22 14 20 -16 17 19 -19 -20 24 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001976804508793931 0.0022151628860952312 0.0013589322323445951 0.0012065203336521324 0.0021082162875617231 0.0020253778266379786 0.0016214136300011176 0.0027818706003884391 0.0012889867632955719 0.0011823541947067206 0.0012499795930650788 0.0015135754805273287 0.00032926278311700932 0.0028796281922928197 0.0024097408943589494 0.0013867752723609309 0.0021592608166545388 0.0010445417925940309 0.0016554109946712379 0.0021151677901843228 0.0007725773828471781 0.0022922418117116788 0.0019217835511261816 0.00076280356825322599 -0.00028676244849195102 0.00029278790268797306 0.0014226260742630072 0.00095146603449594136 0.0014069538597880551 0.0016064704149596491 0.0022862837853369605
leaf_weight=39 76 33 36 34 74 26 76 37 33 61 48 59 21 718 22 117 23 32 381 32 759 25 20 20 50 32 166 20 22 29
leaf_count=39 76 33 36 34 74 26 76 37 33 61 48 59 21 718 22 117 23 32 381 32 759 25 20 20 50 32 166 20 22 29
internal_value=0 0.00114185 0.00100922 0.00222286 0.00129351 0.00224995 0.00230475 0.000662314 0.00176538 0.00155714 0.00202349 0.000565702 0.00228465 0.00231075 0.00206556 0.00215341 0.000757596 0.00205105 0.00208363 0.000603679 0.00233078 0.00239332 0.000292397 0.000173307 0.000480023 0.00107494 0.00101904 0.00178363 0.0022734 0.00199303
internal_weight=0 691 615 2430 338 2335 1880 277 107 95 455 240 1804 1612 192 170 141 149 407 105 1553 743 99 79 82 231 199 59 810 51
internal_count=3121 691 615 2430 338 2335 1880 277 107 95 455 240 1804 1612 192 170 141 149 407 105 1553 743 99 79 82 231 199 59 810 51
is_linear=0
shrinkage=0.00142833


Tree=1564
num_leaves=31
num_cat=0
split_feature=4 2 3 1 16 157 1456 16 0 150 484 13 159 4 1 13 0 42 12 42 48 1209 133 133 1210 403 403 133 4 12
split_gain=2.13441 0.745497 0.639358 0.564501 0.665405 1.14355 0.718026 0.633332 1.00792 0.815934 0.487542 0.485543 0.67508 0.799599 0.53892 0.584347 0.543435 0.531392 0.825578 0.668103 0.456661 0.453448 0.485653 1.06296 0.598978 0.59626 0.772331 0.542253 0.810334 1.29378
threshold=0.26450500000000005 0.17025000000000004 0.63141500000000017 0.091195000000000012 0.40020000000000006 -0.097649999999999987 -1.0000000180025095e-35 -0.15012499999999998 -0.026509999999999995 -0.097839999999999996 -0.020124999999999994 -1.0000000180025095e-35 0.10141500000000002 1.0000000180025095e-35 0.10727500000000002 0.049530000000000012 -0.10607499999999999 0.11457500000000002 0.089150000000000021 0.091735000000000025 0.084855000000000014 -0.13441499999999998 0.11524500000000001 0.12330000000000001 0.0028200000000000005 -0.5492149999999999 -0.53255499999999989 0.082925000000000013 -0.083644999999999983 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 21 5 -5 10 -8 9 -9 -7 12 13 17 15 16 -13 18 -11 -20 -15 -1 24 -24 27 -25 -27 -23 29 -29
right_child=2 -3 -4 4 -6 6 7 8 -10 11 -12 14 -14 20 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0013005670681872649 0.00027032405933759322 -9.2706642411668745e-05 -0.0005655902032750315 -0.00063148952747681618 0.00075025849623246946 0.0015071854267656528 0.00087476418418802756 -0.00048452168018562496 -0.00036541637636368449 0.00036264343813119436 0.00056599323851572354 0.00028678696387011304 -0.00045397591898403255 0.00031881236718280589 0.0012075764675203099 4.1634895064644629e-05 0.0012431914044825172 5.1310786800771286e-05 0.0015667503876404649 0.0006589496655440921 -0.00054449946914828808 0.00059133229117117709 -0.0003443622257222565 0.0011521419353385299 0.0012735892780711751 -0.00016266704030424835 0.00058635306119334397 0.0020503045784665765 0.00071064090907419538 0.00055375597534184663
leaf_weight=21 370 33 20 21 153 21 52 20 38 81 25 22 20 27 32 33 28 35 29 40 24 1175 31 30 32 34 178 25 448 23
leaf_count=21 370 33 20 21 153 21 52 20 38 81 25 22 20 27 32 33 28 35 29 40 24 1175 31 30 32 34 178 25 448 23
internal_value=0 0.000587592 0.000227457 0.000595913 0.000484736 0.000410602 0.000452128 0.000400147 0.000342618 0.000411429 0.000995668 0.000459728 0.000349313 0.000417389 0.000705522 0.000511959 0.000822373 0.000556561 0.000674452 0.00104049 -8.7452e-05 0.000634939 0.000627865 0.000449557 0.000656448 0.000551258 0.000466227 0.00064463 0.000770889 0.00133321
internal_weight=0 2731 390 2698 701 548 527 481 429 391 46 371 256 236 115 83 50 185 150 69 51 1997 1976 273 1703 242 212 1671 496 48
internal_count=3121 2731 390 2698 701 548 527 481 429 391 46 371 256 236 115 83 50 185 150 69 51 1997 1976 273 1703 242 212 1671 496 48
is_linear=0
shrinkage=0.00455379


Tree=1565
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 1 2 4 4 0 15 52 150 49 1 3 0 4 47 133 3 1 3 4 0 12 15
split_gain=355.945 59.3318 30.0777 26.0481 19.0932 17.4399 13.1819 10.44 10.1544 8.58838 8.46503 6.65344 7.48052 6.77037 5.69495 5.00764 4.35096 4.14677 4.09547 3.84587 3.79062 3.62155 3.48197 3.37074 3.72397 2.65541 2.61499 2.59993 2.7094 2.51285
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.14122000000000004 -0.062539999999999984 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.52606999999999993 1.0000000180025095e-35 -0.054984999999999992 0.083345000000000016 0.31370500000000007 -0.079119999999999982 -0.55119499999999988 0.10589000000000001 0.087035000000000015 0.076840000000000006 0.13075500000000004 -0.12711499999999995 0.022185000000000003 0.14486500000000005 0.091715000000000005 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 21 6 11 10 -4 15 -6 12 13 -1 -2 26 -16 -13 23 -14 -21 22 -3 24 -12 -22 27 28 -7 -19
right_child=1 4 8 -5 7 9 -8 -9 -10 -11 18 17 19 -15 16 -17 -18 29 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003220748068804308 0.0031154784381542369 0.0018156406104007624 0.0027590925502663528 0.0016705624654798109 0.0021012558426660422 0.0032087323910813151 0.0035880948519224905 0.00055404357478552315 0.0017711541202886406 0.0020485136263574096 0.0014969842921861245 0.0028550902640701462 0.0030715300270150888 0.0022742091234296087 0.0019356263555764194 0.0021430402456553521 0.0026556428295037523 0.0026255462468006297 0.00088300718535656256 0.0034851724637510184 0.0024936095013789951 0.0023823307463044954 0.0011725838431982955 0.0016515171680920038 0.00092834021061595289 0.0029135500619912728 0.0026292745953938315 0.0024072017676141561 0.0028363946903021665 0.0019638072381475652
leaf_weight=23 45 120 34 85 25 56 79 48 63 41 44 108 1173 53 23 27 79 29 60 23 35 20 21 48 55 368 133 22 160 21
leaf_count=23 45 120 34 85 25 56 79 48 63 41 44 108 1173 53 23 27 79 29 60 23 35 20 21 48 55 368 133 22 160 21
internal_value=0 0.00171614 0.00291247 0.00231254 0.00140239 0.00294528 0.0030054 0.00117252 0.00211744 0.00268341 0.00130048 0.00298029 0.00300725 0.00256066 0.00268375 0.00274881 0.00249329 0.0026945 0.00120376 0.00302847 0.00290991 0.00180216 0.00171987 0.00133469 0.00118107 0.00287708 0.0027929 0.00288433 0.00293293 0.00234762
internal_weight=0 673 2448 232 441 2351 1912 280 97 439 232 1833 1675 76 147 398 102 158 207 1599 426 161 141 147 99 403 371 238 216 50
internal_count=3121 673 2448 232 441 2351 1912 280 97 439 232 1833 1675 76 147 398 102 158 207 1599 426 161 141 147 99 403 371 238 216 50
is_linear=0
shrinkage=0.00145689


Tree=1566
num_leaves=31
num_cat=0
split_feature=1 15 49 1 15 132 49 15 130 43 1186 474 15 4 52 159 159 0 43 16 475 3 1 483 1447 1447 16 484 159 159
split_gain=2.58504 0.702221 0.706164 0.749183 1.17412 0.782264 0.763657 1.70619 0.738284 0.827613 0.759071 0.689236 0.661217 1.04967 1.94396 1.39069 1.48797 1.42526 1.12769 0.854097 0.808326 0.63854 0.609165 0.546045 0.538795 0.998129 0.526126 0.730267 0.716817 0.86899
threshold=0.11910500000000002 0.083195000000000005 -0.15302999999999997 0.08864000000000001 1.0000000180025095e-35 0.081465000000000024 -0.014169999999999999 -0.094329999999999983 -0.086274999999999991 -0.52440999999999993 0.084720000000000004 0.10607000000000001 -0.011859999999999997 -0.46376499999999993 0.10024500000000001 0.03981500000000001 0.092630000000000018 -0.089964999999999976 -0.085154999999999995 -0.0024749999999999993 -0.07550999999999998 -0.15447499999999995 0.16773500000000005 -0.21450499999999997 -0.086059999999999984 -0.085024999999999989 0.0028900000000000006 0.056480000000000009 0.13685500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 -5 -4 -10 12 -8 20 -14 15 17 -17 -15 -19 -20 -11 -3 -2 -22 -23 -26 27 28 29 -27
right_child=22 21 3 4 -6 -7 11 -9 9 10 -12 -13 13 14 -16 16 -18 18 19 -21 23 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0016472183052479283 0.0003945627114242652 0.0018484508745099909 0.0019941097494066327 -0.0010344485698758753 -0.00069143083375188073 -0.00011012527380328867 0.00079674223007727171 0.00064289276557734235 -0.00033526075876186832 0.0013294850276831477 0.0017978715976938004 0.001788988513346074 0.0012537335272049428 0.0022538806923057047 -0.0013717663305822414 -0.0012975093854453639 0.00067038827242925478 0.0014134201824786709 -0.00059242347482953541 0.00091641355527155165 -0.00011852801137590373 0.0016417354423665658 -0.00059767473787589295 0.00087197273245763094 -0.0003049126019076283 0.00098008341056776888 0.00060490191910681933 0.0019875177198389331 -0.00011677868171465524 0.0021669216270436857
leaf_weight=33 323 29 20 25 23 42 370 133 20 145 30 26 61 23 20 24 30 36 30 23 20 39 23 563 22 796 124 26 20 22
leaf_count=33 323 29 20 25 23 42 370 133 20 145 30 26 61 23 20 24 30 36 30 23 20 39 23 563 22 796 124 26 20 22
internal_value=0 0.000868596 0.000793908 0.000776985 0.000614578 0.000664977 0.00072374 0.000377491 0.000873186 0.000851315 0.000874928 0.00086189 0.00084653 0.000583162 0.000363243 0.000572281 -0.000204233 0.000946671 0.000608853 6.23549e-05 0.000935887 0.00098617 0.000328605 0.000837993 0.000962332 0.000936097 0.000963731 0.00101523 0.000985063 0.001012
internal_weight=0 2775 1697 1664 619 596 554 158 1045 1025 1005 396 975 247 186 166 54 112 89 53 728 1078 346 583 1049 1010 988 864 838 818
internal_count=3121 2775 1697 1664 619 596 554 158 1045 1025 1005 396 975 247 186 166 54 112 89 53 728 1078 346 583 1049 1010 988 864 838 818
is_linear=0
shrinkage=0.00589082


Tree=1567
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 4 15 43 2 12 0 4 0 2 11 15 0 2 4 4 15 40 12 14 51 2 16 2 49
split_gain=213.42 27.2606 22.6256 14.9163 14.5423 10.7721 8.69315 8.39582 7.15138 5.57565 5.39293 5.33844 4.95732 8.16603 7.42218 4.76843 4.87841 4.75905 4.39789 3.73929 3.57077 7.41018 3.49193 3.10675 2.98192 2.73692 2.6283 2.61048 2.58881 2.27475
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.053180000000000012 0.024640000000000006 -0.025214999999999998 0.11177500000000001 0.13597000000000004 -0.23194499999999998 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 1.0000000180025095e-35 0.040760000000000005 -0.06563999999999999 0.11704500000000001 0.27834500000000006 -0.059649999999999988 -0.03241999999999999 -0.089249999999999982 -0.42850999999999995 0.078235000000000013 0.10411500000000001 0.099185000000000009 -0.12029499999999999 0.15950500000000004 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 8 10 12 22 -10 15 -1 -6 14 29 17 25 -4 -2 27 26 -22 -3 -7 -18 -17 -13 -8 -25 -14
right_child=1 5 6 -5 7 23 19 -9 9 -11 -12 20 13 -15 -16 16 24 -19 -20 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0026558582255040908 0.0019813865999061637 0.00038555772617103983 0.0021365943876354098 0.0010712406288940447 0.0020543066924035851 0.00082171265026377343 0.0020297577109712472 0.0023341911304989808 0.0017076990891302303 0.0010991169150032776 0.0015385894514620263 0.0023301635975069646 0.0015890112330357526 0.00069512627278893208 0.0012322513622767786 0.0022968546032623048 0.0031083124557604383 0.0018748189871700285 0.0012730804645626577 0.0012954562937455879 0.0019888645248011352 0.0011397863532975055 0.00092742064227700901 0.00052895436437236723 0.0024563040041470164 0.0017218993484896085 0.0017460826040724092 0.0017270282511918273 -8.0760893797199548e-05 0.0021193052351710308
leaf_weight=22 95 27 1546 75 21 35 127 21 38 112 29 53 31 30 92 71 20 143 20 21 76 26 132 35 39 20 20 93 21 30
leaf_count=22 95 27 1546 75 21 35 127 21 38 112 29 53 31 30 92 71 20 143 20 21 76 26 132 35 39 20 20 93 21 30
internal_value=0 0.00111938 0.00203628 0.00154756 0.0017461 0.000916002 0.00209434 0.00150763 0.00103826 0.00125329 0.002126 0.00201846 0.00142255 0.00135005 0.00147847 0.00213526 0.00236985 0.00211443 0.0018582 0.00184895 0.00193833 0.00177243 0.000835406 0.00050085 0.00267732 0.00217049 0.00217014 0.00190179 0.000300311 0.00184981
internal_weight=0 590 2531 190 422 400 2109 225 309 150 1868 197 204 183 153 1839 150 1689 115 241 175 102 159 91 59 91 73 220 56 61
internal_count=3121 590 2531 190 422 400 2109 225 309 150 1868 197 204 183 153 1839 150 1689 115 241 175 102 159 91 59 91 73 220 56 61
is_linear=0
shrinkage=0.00137286


Tree=1568
num_leaves=31
num_cat=0
split_feature=4 3 2 2 43 10 2 49 16 1416 1 148 48 4 0 2 2 2 40 43 13 42 151 1 1 16 15 2 52 52
split_gain=2.86534 0.86346 0.682136 0.64806 0.587285 0.800275 1.07221 0.826031 0.586195 0.536319 0.578917 0.747737 0.72666 0.683298 0.924672 0.893316 0.611893 1.20346 0.861253 0.727098 0.757987 0.724861 0.692266 0.857277 0.594251 0.562953 0.531238 0.525562 1.38604 0.753303
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.25063000000000007 -0.072864999999999985 0.09820000000000001 0.11474000000000002 -0.043469999999999995 -0.29154999999999992 1.0000000180025095e-35 0.091195000000000012 -0.07990499999999999 -0.065224999999999991 -0.17966999999999997 -0.019414999999999998 0.12043500000000001 0.11144000000000001 0.10222000000000002 -1.0000000180025095e-35 -0.092909999999999979 0.021350000000000004 -0.074124999999999983 -0.086379999999999985 0.09253500000000002 0.096325000000000008 -0.034884999999999992 -0.079929999999999987 0.084055000000000005 0.11639500000000001 0.081010000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 8 6 7 -6 -2 10 27 -12 -13 -14 15 16 17 19 -19 25 21 -21 -23 -24 -25 -15 -3 28 29 -1
right_child=3 26 -4 -5 5 -7 -8 -9 -10 -11 11 12 13 14 -16 -17 -18 18 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010236040829664974 0.00029118482108947673 0.00073442435351765841 -6.7476974558524323e-05 -0.00052567584045123679 0.00033783786941750176 -0.0003921015081232117 0.00034917094090020052 0.0015420358264712248 -0.0006324439175594272 0.0015211562034688744 -0.00030999350077131574 0.0016904629267648589 0.0011116192470443122 0.00087082441205054079 -0.00039991254677161604 -0.00030679763962641296 0.0016418516061337586 0.00061396673579940835 -0.00089664590315864071 0.0017177812250963726 -0.00031100207345837214 -0.00012229829288101026 3.4384167757359336e-05 0.0012806293375319381 0.00070134739431683033 0.0020558008726558673 -0.00016438185150119858 0.00084766534758936554 -4.0187159085208887e-05 0.0016000728611293197
leaf_weight=290 71 36 23 24 24 24 132 50 27 34 20 22 97 25 24 25 20 21 22 21 20 27 38 77 146 21 39 1608 30 83
leaf_count=290 71 36 23 24 24 24 132 50 27 34 20 22 97 25 24 25 20 21 22 21 20 27 38 77 146 21 39 1608 30 83
internal_value=0 0.000831725 0.000847445 0.000320659 0.000382586 0.000529957 0.000637381 0.00115149 3.67157e-05 0.000855324 0.000846739 0.000705047 0.000738546 0.000702686 0.000621236 0.000674168 0.000730159 0.000686537 -0.000158905 0.000783481 0.000695632 0.000760787 0.000691006 0.000775141 0.000901369 0.00141179 0.000267045 0.000890846 0.00106314 0.00115188
internal_weight=0 2769 2694 352 328 230 206 74 98 2671 2637 626 606 584 487 463 438 418 43 375 329 309 288 261 223 46 75 2011 403 373
internal_count=3121 2769 2694 352 328 230 206 74 98 2671 2637 626 606 584 487 463 438 418 43 375 329 309 288 261 223 46 75 2011 403 373
is_linear=0
shrinkage=0.00533549


Tree=1569
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 484 484 52 44 48 121 40 124 13 0 0 455 457 0 4 157 150 1455 51 1451 160 4 3 1416 16
split_gain=2.3294 0.723823 0.626885 0.889445 0.53399 0.52455 0.909185 0.58727 0.516385 0.60437 0.529127 0.631457 0.53044 0.567467 0.556319 0.527514 0.45589 0.627816 0.69129 0.507341 0.725054 0.857738 0.614739 0.570692 0.56071 0.66483 0.646238 0.592745 0.51666 0.540209
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.25063000000000007 0.096415000000000015 0.094965000000000008 0.039215000000000007 1.0000000180025095e-35 0.14871000000000004 -1.0000000180025095e-35 0.051255000000000002 -0.076779999999999987 0.40528500000000006 -0.07384499999999998 -0.22491999999999998 0.092320000000000013 0.26807500000000006 -0.23091999999999999 0.042705000000000007 0.10119000000000002 0.084680000000000019 0.090900000000000022 -0.26631499999999991 0.089825000000000002 -0.55323499999999981 -0.51843499999999987 -0.10115999999999999 1.0000000180025095e-35 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -2 9 10 -4 12 14 16 -12 -10 17 18 -14 23 21 22 -21 -20 25 -25 27 -27 29 -28
right_child=4 -3 8 -5 -6 -7 -8 -9 15 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.00065090146134425008 0.00022052302015161801 0.00022467636923451166 0.0016053523930763911 0.00077320823172373292 -0.00046383163913111543 -0.00035622679710541153 0.0014827530940974825 0.00082868687807240366 0.00076343155795766332 -0.00015499262656805792 0.00064966496924597362 -4.4508587296254368e-05 0.0017360614895228525 0.0015586434674239819 -0.00021361129734567648 0.0019504531224226911 0.0015529320801419208 -0.00016300586535237578 0.0016272043964721318 0.00047668824577675492 -0.00040179686887273532 0.0016731315599617322 0.0014090794929565611 1.1124849134794363e-05 0.0016304129680664813 0.0020437523220462736 0.00081948247627991553 0.00085166604062204669 0.0015477738422626525 0.00063005914538593135
leaf_weight=21 241 74 20 28 24 27 20 53 21 20 64 27 20 25 30 20 20 20 22 246 20 20 21 31 21 21 1291 25 23 605
leaf_count=21 241 74 20 28 24 27 20 53 21 20 64 27 20 25 30 20 20 20 22 246 20 20 21 31 21 21 1291 25 23 605
internal_value=0 0.000735022 0.000749103 0.000162876 0.000290333 0.000343412 0.000403572 0.000330158 0.000760013 0.0007508 0.000757843 0.000751201 0.00075971 0.000774618 0.000374151 0.00134247 0.000766472 0.00075988 0.000767681 0.000759425 0.000561181 0.000628288 0.000550022 0.000789274 0.000780134 0.000771188 0.000783179 0.00139588 0.000768492 0.000759039
internal_weight=0 2756 2682 49 365 341 314 294 2633 2592 2572 2552 2525 2431 94 41 2406 2386 2366 2346 307 287 267 2039 2017 1996 1965 46 1919 1896
internal_count=3121 2756 2682 49 365 341 314 294 2633 2592 2572 2552 2525 2431 94 41 2406 2386 2366 2346 307 287 267 2039 2017 1996 1965 46 1919 1896
is_linear=0
shrinkage=0.00523088


Tree=1570
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 4 12 4 47 4 2 14 12 47 51 49 1 0 1 11 0 160 156 1 47 3 3 43 2
split_gain=390.041 45.8773 37.5558 31.7575 23.103 22.3169 13.8619 13.176 11.7525 9.22699 8.89133 7.27338 7.20756 5.30797 5.22641 4.15937 3.82295 3.44082 3.13584 2.93716 2.74312 4.51784 3.93929 2.71248 3.27766 3.27713 2.64931 2.63622 2.58475 2.77161
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13471500000000003 0.092390000000000014 0.088725000000000012 -0.16363499999999997 0.090285000000000018 0.40473500000000007 0.13082500000000002 0.053180000000000012 0.11389000000000002 0.076175000000000007 0.13597000000000004 0.091680000000000011 -0.10056999999999998 -0.066019999999999981 0.16540500000000002 -0.13455999999999999 0.10089500000000001 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 0.10499000000000001 0.12337000000000002 0.090100000000000013 -0.13309499999999996 0.092670000000000016 -0.088004999999999986 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 23 -6 12 -7 17 13 15 18 20 16 -1 19 -5 -4 -8 21 -9 -23 24 25 -3 -12 28 -17 -30
right_child=1 3 7 9 6 8 14 10 -10 -11 26 -13 -14 -15 -16 27 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029820447995643272 0.0025887152099899474 0.0011487159237243845 0.0022146054510987874 0.00064346149902375928 0.00271061508815267 0.0023411026850683925 0.0021211960867200206 0.0026617332935425552 0.0012815020950618702 0.0015660831111083797 0.0017457896206183974 0.0017088411563653905 0.0033477686820905768 0.0019993817121988994 0.0021804402412836446 0.0021907239500501682 0.0012929201983100356 2.5684278797108206e-05 0.0027702538903263399 0.0014397703119143747 0.0029137469376232903 0.0017998435189640724 0.002476214143653056 0.0016578970518004378 0.00084778494797227997 0.0017050719997161556 0.00230379009734076 0.0020918294550449244 0.0029157581134622605 0.0024466188384350256
leaf_weight=45 52 134 22 147 31 68 29 591 33 22 21 22 46 29 31 30 72 22 1073 25 68 22 108 23 62 27 129 30 52 55
leaf_count=45 52 134 22 147 31 68 29 591 33 22 21 22 46 29 31 30 72 22 1073 25 68 22 108 23 62 27 129 30 52 55
internal_value=0 0.00128197 0.00259737 0.00115567 0.00220064 0.00141828 0.00182033 0.00267676 0.0019949 0.000678574 0.00255173 0.00250618 0.00278282 0.00261153 0.00164454 0.00258892 0.00151269 0.000563041 0.00275909 0.00180572 0.00263403 0.00260765 0.00236175 0.00118154 0.00113241 0.00124202 0.00222567 0.00248299 0.00256865 0.00267461
internal_weight=0 590 2531 538 422 347 188 2109 101 191 968 234 1141 818 157 212 126 169 1095 54 789 721 130 246 223 161 150 167 137 107
internal_count=3121 590 2531 538 422 347 188 2109 101 191 968 234 1141 818 157 212 126 169 1095 54 789 721 130 246 223 161 150 167 137 107
is_linear=0
shrinkage=0.00145689


Tree=1571
num_leaves=31
num_cat=0
split_feature=1 2 0 14 0 13 160 2 1 1 1348 456 1456 1 11 51 51 3 16 16 4 51 1429 160 160 3 50 42 50 1210
split_gain=2.78752 0.752494 0.759541 0.619825 0.604615 1.02187 0.635449 1.07827 0.550221 0.544669 0.93302 0.896798 0.739358 1.30306 0.859583 0.921724 1.13412 1.90533 0.707726 1.32948 0.636156 0.631854 1.47004 0.970878 1.38168 0.549835 0.589685 0.64828 0.626657 0.636376
threshold=0.11910500000000002 0.10613000000000002 0.14486500000000005 0.076175000000000007 -0.076899999999999982 1.0000000180025095e-35 -0.061284999999999992 0.11824000000000001 0.16773500000000005 0.080270000000000022 1.0000000180025095e-35 0.060100000000000008 -0.071109999999999993 0.083835000000000007 0.080455000000000013 0.078435000000000019 0.10876000000000001 -0.0080949999999999998 0.19444000000000003 0.25792000000000009 0.26450500000000005 -0.085534999999999986 0.083985000000000018 -0.089549999999999991 -0.059339999999999997 -0.0063699999999999989 0.083090000000000011 0.094935000000000005 0.08882000000000001 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 5 -3 7 -6 -2 18 11 12 -11 -14 15 20 17 -17 21 -20 25 22 23 -1 -25 26 27 -15 -28 -30
right_child=8 2 -4 -5 6 -7 -8 -9 -10 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.0017201174954109626 0.00034340045486486886 0.00053438750668869783 -0.00032933945239758993 0.0012065226786501821 0.00096473612587097933 -0.00064462471004873877 0.00087351057134984339 -0.00041583121540144611 -0.00044566911360803215 0.0012217715613575112 -0.00029858511873364556 0.0013763386103052843 -0.00053071666007854725 0.00039231671533242879 0.0013631229162525036 -0.0014524652815182354 0.0010487904614782822 0.000376034631361614 -0.00060584788646805658 0.00077876751503184972 -5.4990314551890584e-05 0.00083960476987114045 0.0023420690809691697 -0.00036599079394880076 0.0013080404051364 0.0011702170289677361 0.0015471736043533005 0.0011711926628023557 -5.1976886618429958e-05 0.0008596902039082814
leaf_weight=24 323 167 21 87 28 20 244 27 23 54 23 46 23 193 40 20 25 45 23 63 26 1201 23 23 25 62 28 30 21 163
leaf_count=24 323 167 21 87 28 20 244 27 23 54 23 46 23 193 40 20 25 45 23 63 26 1201 23 23 25 62 28 30 21 163
internal_value=0 0.00076015 0.000588473 0.000798527 0.000628132 0.00040829 0.000765625 0.000287003 0.000290948 0.000782252 0.000679807 0.000708806 0.000666742 0.000622405 0.000663021 0.000617337 0.000156578 -0.000186581 0.000841481 0.000408463 0.000696626 0.000870215 0.0012572 0.000910639 0.0005059 0.000735946 0.00067405 0.000497098 0.000860183 0.000755641
internal_weight=0 2775 507 2268 486 187 299 55 346 2181 799 776 730 676 653 613 90 65 1382 86 523 1296 95 72 48 497 435 223 212 184
internal_count=3121 2775 507 2268 486 187 299 55 346 2181 799 776 730 676 653 613 90 65 1382 86 523 1296 95 72 48 497 435 223 212 184
is_linear=0
shrinkage=0.00492917


Tree=1572
num_leaves=31
num_cat=0
split_feature=4 2 3 0 12 16 10 16 14 3 3 4 1 49 52 1 148 480 16 483 16 12 0 156 16 1374 1212 1455 160 475
split_gain=2.31978 0.773181 0.593141 0.514612 0.723654 0.753496 0.534402 0.601474 0.689364 0.668408 0.870643 0.474334 0.448906 0.476339 0.430125 0.548544 0.836449 0.517112 0.503011 0.959452 0.832525 1.68459 1.09847 1.0289 0.721006 0.678783 0.614568 0.560162 0.82856 0.545808
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.089620000000000019 -0.10022999999999999 -0.43320999999999993 -0.15282499999999996 -0.4179199999999999 -1.0000000180025095e-35 -0.15121499999999996 -0.05647499999999999 0.51303500000000013 0.11414000000000001 -1.0000000180025095e-35 -0.56176499999999996 0.091195000000000012 -0.066239999999999979 -0.08342999999999999 -0.072359999999999994 0.085510000000000017 -0.042349999999999992 0.085055000000000006 -0.09515499999999999 0.087400000000000019 -0.12029499999999999 0.086000000000000007 0.091685000000000016 -0.23681499999999997 -0.54913999999999985 -0.083494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 -2 -6 9 11 -8 -11 -9 13 -12 -1 17 -17 -16 19 -19 21 -20 23 -22 -21 26 27 -24 -29 -30
right_child=3 -3 -4 -5 6 -7 7 8 -10 10 12 -13 -14 -15 15 16 -18 18 20 24 22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.0010456242777426787 0.00035732455520228471 -6.1265754678157522e-05 0.00021760332933525186 -0.00046236538736391867 -0.00047201146056263419 0.0014762624646724751 -0.00020818224148952074 0.00054380626810089617 -0.00062363077870108106 0.0012812285214748561 0.00027626744234466948 -0.00025740819650227136 8.34130640335943e-05 0.0012234946677103101 0.0012404111316551729 -0.00032280994942578931 0.00057987663826266213 0.00073597634135588784 -0.00083076783082002719 0.00095195405258107087 0.001414348872539603 0.00052514362571189175 0.0011979284435585504 0.00028910382077659835 0.0020406196296305873 0.0014001655272204161 -0.00022863735136900969 -0.00036670567171304374 0.00092716077536757159 0.0005532653401376966
leaf_weight=70 35 33 64 21 24 22 29 43 30 31 26 27 55 22 40 24 577 889 25 36 76 116 35 24 22 24 20 20 104 557
leaf_count=70 35 33 64 21 24 22 29 43 30 31 26 27 55 22 40 24 577 889 25 36 76 116 35 24 22 24 20 20 104 557
internal_value=0 0.000659578 0.000668314 0.000257642 0.000301596 0.000789195 0.000204755 0.000266514 -2.27528e-05 0.000443978 0.000585117 0.000234766 0.000375607 0.000710413 0.000679162 0.000669254 0.000543829 0.000707172 0.000696223 0.000774495 0.000622172 0.000284734 0.000677497 0.00114429 0.0013649 0.000616076 0.000590508 0.00061339 0.000583347 0.000612093
internal_weight=0 2756 2723 365 344 57 287 263 100 163 134 70 103 48 2659 2589 601 1988 1948 947 1001 141 860 100 58 760 736 716 681 661
internal_count=3121 2756 2723 365 344 57 287 263 100 163 134 70 103 48 2659 2589 601 1988 1948 947 1001 141 860 100 58 760 736 716 681 661
is_linear=0
shrinkage=0.00473777


Tree=1573
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 2 1 1 2 2 4 150 2 1 1 12 4 11 1 1 3 50 16 4 157 49
split_gain=626.37 98.3274 49.4272 43.6073 32.5651 29.6926 18.5102 17.958 16.6536 14.0123 13.0641 8.67962 10.2765 7.78767 7.73474 7.20587 6.48656 5.73437 5.17151 4.52667 4.32415 3.6655 3.43821 3.33233 3.33016 3.21198 3.17274 3.07781 2.94416 2.82424
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.11704500000000001 -0.15464999999999998 1.0000000180025095e-35 -0.0091949999999999983 0.16175000000000003 0.13534000000000004 0.09141500000000001 -0.51843499999999987 1.0000000180025095e-35 0.13075500000000004 0.12000500000000001 -0.10831999999999999 0.041865000000000006 0.11346000000000002 0.061775000000000004 -0.066144999999999995 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 8 23 27 11 15 -5 19 16 -2 -9 21 -13 25 -16 20 -1 24 -4 -3 -7 -6 -11 -8 -21 -12
right_child=1 4 22 10 17 9 7 14 -10 26 29 12 -14 -15 18 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033811380922769002 0.0024630518711232338 0.00083451541808122304 0.0012104262996100021 0.0023941130946111317 8.2766159877155744e-05 0.0019348702048400778 0.0022181561052020066 0.0017623802699441092 0.0033360635459797 0.0013348374160502211 0.0016220565813187635 0.0018724406268319001 0.0016251240926675817 0.0015579747046756871 0.00096824927691830786 0.0017721149722015803 0.0026166118234761506 -0.00053683930437418569 0.00028402669927570813 0.0020960129059084871 0.0027647383338229381 0.0028117713209773127 0.00060765683642929956 0.00029350784076123069 0.0024543071908778749 0.00069127343464109434 0.0020293276669683773 0.0015683263326407096 0.0026290288809375549 0.0010503025543503641
leaf_weight=21 124 30 60 34 55 24 23 20 76 26 34 23 23 20 154 29 274 21 23 20 1131 49 24 66 327 22 22 31 306 29
leaf_count=21 124 30 60 34 55 24 23 20 76 26 34 23 23 20 154 29 274 21 23 20 1131 49 24 66 327 22 22 31 306 29
internal_value=0 0.00113998 0.00185872 0.00260612 0.00077173 0.00264261 0.000965226 0.00115748 0.00271892 0.0023428 0.00172174 0.00269284 0.00249186 0.00233735 0.000968988 0.00241996 0.00255898 8.65972e-05 0.000879339 0.00273635 0.00277597 0.00246693 0.00103821 0.000462573 0.00241879 0.000256625 0.00165315 0.00184511 0.00259633 0.00135887
internal_weight=0 673 228 2448 445 2351 347 251 1874 477 97 1798 320 144 197 429 297 98 177 1478 1152 400 84 96 351 77 48 54 326 63
internal_count=3121 673 228 2448 445 2351 347 251 1874 477 97 1798 320 144 197 429 297 98 177 1478 1152 400 84 96 351 77 48 54 326 63
is_linear=0
shrinkage=0.00134594


Tree=1574
num_leaves=31
num_cat=0
split_feature=4 2 15 13 48 15 0 14 149 133 3 15 0 15 0 43 13 130 16 13 43 42 1447 403 13 159 51 49 15 0
split_gain=3.03085 0.915013 0.817199 0.99408 0.856332 0.752844 0.789372 0.943173 0.649857 0.590374 1.11144 0.585696 1.29299 0.932371 1.79999 0.794789 0.73715 0.691624 0.705134 0.751273 0.651694 0.634366 0.615913 0.73361 0.808191 0.587868 0.573542 0.554678 0.553323 0.54038
threshold=0.27287000000000006 0.13622000000000004 -0.03241999999999999 -0.0057949999999999989 0.094275000000000012 0.083195000000000005 -0.11242999999999999 0.077685000000000018 0.07770500000000001 -0.24169999999999997 0.42240500000000009 -0.11713499999999999 -0.10607499999999999 -0.015039999999999998 -0.14832499999999996 -0.11720999999999999 -0.088589999999999988 0.10367000000000003 -0.16075999999999999 -0.086919999999999983 0.058875000000000004 0.086035000000000014 -0.085949999999999985 0.092070000000000013 -0.0025349999999999995 0.14029500000000003 -0.025069999999999999 0.11560500000000001 -0.073184999999999986 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 11 7 -7 9 -2 -11 15 13 -13 -15 -1 20 18 21 26 -14 -18 -21 25 -25 29 -20 -17 -19 -24
right_child=8 2 3 -5 -6 6 -8 -9 -10 10 -12 12 16 14 -16 27 17 28 19 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021529863650775059 0.0011676284212607463 0.0018031162644926593 0.00052501041621784276 -0.0010084014566975165 0.00037963275815988413 0.0022726457249374454 0.00097279143802401786 0.0010346334157577263 0.001148645378159482 0.00029534825212674891 -0.00088876644671835191 0.00058033758045589439 0.00013953297991055059 0.00062942420828446602 -0.0015634782863032512 0.0011204087824561604 0.00095356131961262479 -0.00049327609815899055 0.0022837073427785294 9.8306274388709023e-05 0.0010973221326878069 0.0023796447369670909 0.0015038720873341285 0.00089832231849810561 0.0024394475155961486 0.0018080015977897106 0.0011351946316315107 0.00022414710659684857 0.00080797988642549118 0.00079446096453775889
leaf_weight=21 21 20 33 23 42 34 984 47 28 275 28 163 79 28 21 149 20 20 20 33 32 20 36 24 20 20 46 26 22 786
leaf_count=21 21 20 33 23 42 34 984 47 28 275 28 163 79 28 21 149 20 20 20 33 32 20 36 24 20 20 46 26 22 786
internal_value=0 0.000878864 0.000391009 -0.000104784 0.000838821 0.000900579 0.00101702 0.00155429 0.000321073 0.000249554 0.000185925 0.00082239 0.000781532 0.000374462 -0.000310391 0.00111215 0.00085479 0.000900474 0.000929654 0.000899728 0.000415652 0.0016666 0.000857822 0.000886111 0.00159883 0.000848867 0.00148323 0.00098725 0.000188334 0.00082553
internal_weight=0 2769 118 56 62 2651 1065 81 352 324 303 1586 1390 212 49 196 1178 1067 1025 985 111 40 919 886 44 842 66 175 42 822
internal_count=3121 2769 118 56 62 2651 1065 81 352 324 303 1586 1390 212 49 196 1178 1067 1025 985 111 40 919 886 44 842 66 175 42 822
is_linear=0
shrinkage=0.00566207


Tree=1575
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 42 2 2 34 4 52 1 2 15 12 1 4 12 31 151 47 3 39 13 16
split_gain=259.129 44.6729 26.8041 20.0834 14.3727 12.4187 8.35688 8.13567 7.88881 6.60201 6.5417 5.84795 4.72367 5.98868 3.29963 3.27531 3.27541 3.72139 2.99546 2.90403 2.68063 2.01605 2.00348 1.90755 1.90077 1.96744 1.88642 1.84085 1.82554 1.78459
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.089885000000000007 -0.076394999999999977 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 0.42051500000000003 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.45963999999999994 0.10061500000000002 0.091195000000000012 0.055260000000000011 0.096990000000000007 -0.077289999999999984 -0.088784999999999989 0.090100000000000013 0.090900000000000009 0.08456000000000001 0.073000000000000023 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 8 12 9 20 -5 19 13 23 -15 -11 22 -18 -16 -6 26 -21 -17 -4 -3 -26 29 -12 -10 -1
right_child=1 2 7 10 11 -7 -8 -9 28 15 27 -13 -14 14 18 16 17 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021800164945068455 0.0020811621132992768 0.0013635408598490471 0.00073787958947121358 0.0020971397269329618 0.002079614059906166 0.0014288137782269537 0.0013027487666659834 0.001311538011794882 0.0025741565089731962 0.0023271013361171218 0.00097728239948121623 0.0011510716168187793 0.00048553845538418569 0.0013566802289027894 0.001210584500211368 0.0020393823292611741 0.0012687809165692111 0.0019182118658355998 0.00056791997976185342 0.0018840146809323778 0.0019998584303925508 0.0013145372301861832 0.001901172199222587 0.0002154890962772928 0.0010142447096589628 0.0014257347812276367 0.0018764691218619185 0.0014209973435598197 0.0021351648522397581 0.0019979851994089484
leaf_weight=984 76 40 22 21 41 48 22 37 64 43 21 26 114 33 20 484 22 40 28 20 216 20 259 23 170 21 38 53 20 95
leaf_count=984 76 40 22 21 41 48 22 37 64 43 21 26 114 33 20 484 22 40 28 20 216 20 259 23 170 21 38 53 20 95
internal_value=0 0.0011638 0.00105044 0.00204402 0.00129014 0.00206727 0.00208067 0.000757949 0.00208823 0.00207354 0.00147238 0.00167442 0.000672604 0.000841853 0.00104795 0.00198605 0.00196783 0.00168777 0.000835697 0.00184241 0.0021292 0.00159928 0.0019912 0.00047088 0.00111214 0.00105949 0.00215421 0.00129508 0.00246963 0.00216399
internal_weight=0 691 615 2430 338 2335 2287 277 2265 2181 95 107 240 126 81 848 805 62 48 81 1333 40 743 45 231 191 1117 74 84 1079
internal_count=3121 691 615 2430 338 2335 2287 277 2265 2181 95 107 240 126 81 848 805 62 48 81 1333 40 743 45 231 191 1117 74 84 1079
is_linear=0
shrinkage=0.00126831


Tree=1576
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 2 34 1 3 4 2 15 51 4 1 1 0 12 47 0 14 131 2 31
split_gain=282.244 46.5533 25.848 24.1196 18.3586 13.4211 9.30102 8.08152 7.1615 6.72832 5.23692 4.96691 6.83847 4.5449 6.11771 4.11275 3.69331 3.49108 3.05655 2.85603 7.51403 2.94785 4.36781 2.67872 2.65801 4.25449 2.47143 2.42709 3.72993 2.2527
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092365000000000017 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.11474000000000002 0.062655000000000016 0.13754500000000003 -1.0000000180025095e-35 0.080270000000000022 -0.12018999999999998 0.42051500000000003 0.089605000000000018 -0.45963999999999994 0.11144500000000002 -0.013125 0.093100000000000002 0.076935000000000017 -0.038659999999999993 0.090285000000000018 0.090100000000000013 -0.23091999999999999 -0.23083499999999998 0.08844500000000001 0.31358000000000003 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 10 11 19 -5 -6 13 12 29 18 -15 -14 -16 -17 -1 21 23 22 -7 -21 25 -3 -27 28 -13 -4
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 27 15 14 16 17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.002819744598000802 0.0026642466289620954 0.0018852344415737248 0.00093514053865372817 0.0024000790676411612 0.0024076745290599268 0.0026386700363404212 0.0017162265199113615 0.001858706815635768 0.001494394356822967 0.0014672063036474106 0.0032164014345854447 0.00066485005633427116 0.0017863610070262704 0.0018872647472630043 0.0026895602900535625 0.0015619722085175572 0.0020155047109145182 0.00068206941956555633 0.0023065707571312049 0.002718350897174455 0.0016626651299905333 0.0028705432825001619 0.0020968569371729948 0.0023954947255947975 0.0018034805817769483 0.0016197864624135673 0.0011178419767599289 0.0011153585265580538 -0.00011805924144291395 0.0002151763276449318
leaf_weight=960 76 28 22 37 81 236 37 48 58 26 62 74 33 28 478 20 22 28 31 102 30 101 46 191 32 31 140 20 20 23
leaf_count=960 76 28 22 37 81 236 37 48 58 26 62 74 33 28 478 20 22 28 31 102 30 101 46 191 32 31 140 20 20 23
internal_value=0 0.00147658 0.00132981 0.00264163 0.00162834 0.00267396 0.000965541 0.00249737 0.00184713 0.00217915 0.00275817 0.00084981 0.00106992 0.00273947 0.00261893 0.00134923 0.0026599 0.0010487 0.00280369 0.00254079 0.00242938 0.00263474 0.00255029 0.00250789 0.0013732 0.00130401 0.00120884 0.000606534 0.000498274 0.000567159
internal_weight=0 691 615 2430 338 2335 277 754 95 107 1581 240 126 1519 528 81 500 48 991 706 323 383 282 293 231 199 171 114 94 45
internal_count=3121 691 615 2430 338 2335 277 754 95 107 1581 240 126 1519 528 81 500 48 991 706 323 383 282 293 231 199 171 114 94 45
is_linear=0
shrinkage=0.00160853


Tree=1577
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 2 4 14 2 2 11 1 4 13 39 133 1 1429 49 51 4 16 47 16 0 130 4
split_gain=272.704 44.7618 27.1642 22.2453 18.6805 12.856 12.485 9.70904 7.95283 7.28132 6.28181 5.50951 3.52459 3.47373 3.43271 6.80016 2.90881 3.0644 2.71465 2.53633 4.45704 2.92997 2.89888 2.65961 2.46114 2.44716 4.92838 2.32887 2.20494 2.20312
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.092845000000000025 0.090050000000000005 0.40473500000000007 0.062655000000000016 0.17025000000000004 0.094835000000000017 1.0000000180025095e-35 0.089770000000000016 -0.081114999999999979 -0.016469999999999995 0.093755000000000019 0.089200000000000015 0.080270000000000022 0.084690000000000015 0.082865000000000008 0.11144500000000002 0.0067750000000000006 0.27776000000000006 0.10019500000000002 -0.51370499999999997 -0.14832499999999996 0.012250000000000002 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 18 6 8 12 10 -6 19 16 -1 14 24 -16 -4 -18 25 22 21 23 -5 27 -10 -3 -27 -21 -14 -2
right_child=1 2 11 5 9 -7 -8 -9 13 -11 -12 -13 28 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023047176649379519 0.0022946113147802325 0.00097251516448529493 0.00050493646653475852 0.0022691875074615821 0.0018624380811758151 0.0013426955067770948 0.0011489581971000462 0.001178603966355669 0.0020916053635134792 0.0011288697782448089 0.0026723994748362127 0.00011861311549776405 0.0014215214823757047 0.0023363696035613268 0.0021938100086791612 0.0012504398636984638 0.0012792859763218738 0.00056270151728593748 0.00064790252035610868 0.0017450261299725106 0.001498807047882834 0.0026825867321388563 0.0017295867068625032 0.001794722108061683 0.0018660215589482445 0.00084805990204441775 0.0018193443916942472 0.002194356848915066 0.0019999405025817279 0.0017784665327863049
leaf_weight=28 50 217 80 818 83 39 24 66 590 39 60 50 28 79 29 31 25 22 42 24 21 20 20 41 113 20 21 393 24 24
leaf_count=28 50 217 80 818 83 39 24 66 590 39 60 50 28 79 29 31 25 22 42 24 21 20 20 41 113 20 21 393 24 24
internal_value=0 0.00109974 0.000972806 0.00210622 0.00116593 0.00213984 0.00215358 0.00157617 0.00216435 0.00162794 0.00222914 0.000512357 0.00190417 0.00205685 0.00202791 0.0017064 0.000667374 0.000943863 0.00097805 0.00220924 0.00213021 0.00215795 0.00225631 0.00213504 0.00205535 0.0010318 0.00134555 0.0021685 0.00168848 0.00212721
internal_weight=0 673 599 2448 422 2302 2263 146 2239 122 1397 177 80 842 763 60 127 47 300 1337 499 478 838 458 703 258 41 417 52 74
internal_count=3121 673 599 2448 422 2302 2263 146 2239 122 1397 177 80 842 763 60 127 47 300 1337 499 478 838 458 703 258 41 417 52 74
is_linear=0
shrinkage=0.00140032


Tree=1578
num_leaves=31
num_cat=0
split_feature=1 3 52 4 124 148 48 47 51 12 12 52 16 159 48 13 2 1429 2 3 14 1 4 0 150 1204 1204 0 2 52
split_gain=5.51143 1.47273 0.988041 0.883573 0.764961 0.695898 0.716347 0.650927 1.09707 0.787082 0.749998 0.623482 0.621714 1.07273 0.899933 1.0238 0.590056 1.07959 0.932696 0.921368 0.835651 0.712557 1.47191 2.97854 0.885693 0.759109 0.866477 0.749013 1.42232 0.80587
threshold=0.10337500000000001 0.31370500000000007 -0.53964499999999982 0.40124500000000002 0.05852000000000001 -0.095079999999999984 -0.086869999999999989 0.078345000000000012 0.10532000000000001 0.11527000000000001 0.10806000000000002 0.056145000000000007 -0.42170999999999997 0.10395500000000001 0.085130000000000025 -0.0079349999999999993 0.08647500000000001 0.084545000000000009 0.086675000000000016 -0.12018999999999998 0.078235000000000013 0.08864000000000001 -0.16363499999999997 -0.14226499999999997 0.084335000000000007 -0.082759999999999986 -0.079429999999999987 0.062580000000000011 0.10672500000000001 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 16 5 -4 -7 8 9 10 12 -3 -8 14 15 -14 17 19 -18 20 -1 25 -23 24 -24 -20 -27 -28 29 -29
right_child=1 11 4 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 21 -21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0023506013297277832 0.001202288589280624 -0.00020151183349775956 -0.00020692821092679095 9.2327920084421316e-05 -0.00012949225020769152 0.0015174946258077679 0.00072557625114033587 0.0008793251709674414 0.0013403708656850026 0.0011511741057826587 -0.00047596467708665036 0.00057939615061376347 0.00019876676361895126 0.00096691888590642243 0.00059685780597533693 -0.00083702395851545939 -2.9605225923634983e-05 0.00023197510601909938 0.0017717403341906551 0.0011052544729737782 0.0012172140148350103 0.0013053670216567189 0.0012313339448866054 -0.0012247854090642986 0.00013694220564424716 3.9370715357197595e-05 0.0010436411038808884 0.00036889193568849466 -0.0003979345407286162 0.001562476924093196
leaf_weight=25 61 71 21 22 31 20 91 146 31 29 22 32 50 35 43 35 20 29 28 895 32 49 39 21 27 20 1124 23 23 26
leaf_count=25 61 71 21 22 31 20 91 146 31 29 22 32 50 35 43 35 20 29 28 895 32 49 39 21 27 20 1124 23 23 26
internal_value=0 0.000555134 0.000641224 0.00101891 0.000579446 0.000621467 0.000656121 0.000620379 0.000507861 0.000423245 0.00034676 4.11004e-05 0.00041802 0.000246316 4.92764e-05 -0.000227735 0.00102748 0.00111483 0.000966268 0.00114172 0.00171431 0.000980701 0.000661485 0.000298839 0.000783628 0.0010156 0.000998188 0.00101422 0.00055495 0.00100222
internal_weight=0 718 615 2403 554 523 502 482 336 305 276 103 254 163 128 85 2381 981 1400 952 57 1380 136 87 66 1244 1216 1196 72 49
internal_count=3121 718 615 2403 554 523 502 482 336 305 276 103 254 163 128 85 2381 981 1400 952 57 1380 136 87 66 1244 1216 1196 72 49
is_linear=0
shrinkage=0.00464487


Tree=1579
num_leaves=31
num_cat=0
split_feature=1 3 0 150 2 15 157 10 1 41 133 3 2 49 51 156 0 159 52 42 0 42 52 48 43 131 12 12 12 12
split_gain=4.48625 0.959816 1.20141 0.881445 0.853237 0.754628 0.822957 0.781802 0.710438 0.660343 0.637327 0.890306 0.820073 0.880467 0.89164 1.87694 0.758374 0.700638 0.911716 0.648167 0.818966 0.62799 0.622159 0.827721 0.651076 0.60731 0.58309 1.09368 1.1031 1.19321
threshold=0.11146500000000002 -0.028564999999999997 0.034820000000000011 0.116995 0.11474000000000002 0.024640000000000006 -0.0091799999999999989 -0.012544999999999999 0.11588000000000001 0.08690500000000001 0.076280000000000014 0.11924500000000002 0.089605000000000018 0.086395000000000013 -0.090529999999999985 0.089300000000000004 -0.04917499999999999 0.082585000000000006 -0.42635499999999998 -0.079539999999999986 -0.07384499999999998 0.081660000000000024 0.092965000000000006 0.092150000000000024 0.0034250000000000005 0.096070000000000016 0.082095000000000015 0.083370000000000014 0.083785000000000012 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 25 8 7 -7 -1 -2 -6 11 12 13 14 15 -9 -16 18 -14 -20 22 -22 23 24 -21 -3 -8 -28 -29 -30
right_child=1 2 -4 -5 9 6 26 10 -10 -11 -12 -13 17 -15 16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0001821060145915005 0.001769874531728085 0.00036909676624917036 -0.00080315320854817637 -0.00051867880654855956 0.00014488437590742841 0.0018991634719637052 0.001463817611487304 -0.00079529381774422225 0.00080292650461719713 0.0011604687312000463 0.0010290719675831519 7.755689504661518e-05 0.0010074667690449239 0.0016473538546273698 0.0011245182295677365 0.0011396805762386943 0.00016864896131886062 0.0010873883223298769 0.00095534387492008342 0.00037187925177794261 -0.0006367919926378512 0.00043819327427856202 0.0010737759946561232 0.00094001293255879315 -0.00055224623456944487 0.0011360480148685506 -8.8270476625924445e-05 0.00214057449398472 -4.3095253370199848e-05 0.0010268060484944776
leaf_weight=38 24 241 23 25 70 27 70 21 80 20 555 38 105 48 242 29 22 97 53 59 31 23 38 40 27 28 22 21 26 978
leaf_count=38 24 241 23 25 70 27 70 21 80 20 555 38 105 48 242 29 22 97 53 59 31 23 38 40 27 28 22 21 26 978
internal_value=0 0.000448893 0.000281773 0.000366649 0.000721971 0.000953941 0.00104882 0.000879901 0.00102607 0.00037057 0.000898469 0.00081544 0.000849021 0.0010256 0.000930552 0.000326991 0.00104486 0.000713882 0.000617525 0.00046644 0.000347579 -0.000178928 0.00052094 0.000354212 8.17468e-05 0.000448928 0.00102827 0.000999146 0.00102249 0.000999099
internal_weight=0 511 317 294 194 2610 1144 1466 104 90 1428 873 835 362 314 50 264 473 376 271 218 54 164 126 86 269 1117 1047 1025 1004
internal_count=3121 511 317 294 194 2610 1144 1466 104 90 1428 873 835 362 314 50 264 473 376 271 218 54 164 126 86 269 1117 1047 1025 1004
is_linear=0
shrinkage=0.00492917


Tree=1580
num_leaves=31
num_cat=0
split_feature=1 1 16 34 2 31 10 0 2 16 3 0 51 43 160 475 1 4 475 16 0 0 393 130 15 15 4 14 1 1
split_gain=3.68249 1.00121 0.93578 0.684261 0.982367 0.737065 0.647675 0.61091 1.53276 1.08749 0.847407 0.631948 0.852632 0.550056 0.54178 0.51599 1.20171 0.686302 0.870297 0.888883 0.602144 0.732963 0.540331 0.537848 0.502755 1.35075 1.04837 0.839027 0.629244 1.42223
threshold=0.11910500000000002 0.095950000000000021 0.40020000000000006 -0.038779999999999995 0.11510000000000002 -0.081689999999999985 0.10223 0.030935000000000004 0.10855000000000002 0.042200000000000008 -0.15713499999999997 0.13134000000000004 -0.092769999999999991 0.070450000000000013 -0.080409999999999995 -0.088274999999999978 0.080270000000000022 -0.085594999999999991 -0.085719999999999977 -0.010264999999999998 -0.053834999999999994 -0.077639999999999987 0.10585500000000002 0.087230000000000016 -0.41942499999999994 -0.30407999999999996 0.51303500000000013 -0.073114999999999986 0.13707500000000003 0.13021500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 13 5 6 -2 -5 15 9 -9 -11 12 -12 14 -3 16 -1 20 19 -19 21 23 -20 -17 26 -26 -6 -27 29 -29
right_child=3 2 -4 4 24 -7 -8 8 -10 10 11 -13 -14 -15 -16 17 -18 18 22 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0010675707361123691 0.00036547236350665922 0.00099231816939214252 0.0011853552910223734 0.0011639467680833245 0.0014855172169849827 -0.0010916065794121922 0.00012688861007334365 -0.00011791199189578404 -0.00056914529704997258 0.0021880243933448461 0.0012880738479394262 0.0016263212830021836 -0.00029376095387812808 0.0012352463607442454 0.00046326078903905112 0.0014314138155751132 -0.00055244813968709997 0.0025881099575336209 0.0009620367329378443 0.0011183364467238963 0.0022215496045974756 0.00033730973565587155 0.0015924340820185647 0.0007202159932927682 -0.0010880045799018239 0.0012672262405867634 7.3513672957803915e-05 -0.00040875745077400291 -0.00053634720846490187 0.0013979475288837333
leaf_weight=43 23 73 115 72 26 20 25 24 26 21 21 24 21 41 326 205 21 21 1633 32 20 26 43 39 27 22 43 29 34 25
leaf_count=43 23 73 115 72 26 20 25 24 26 21 21 24 21 41 326 205 21 21 1633 32 20 26 43 39 27 22 43 29 34 25
internal_value=0 0.000950381 0.000739501 0.000343053 0.000436048 -0.000312239 0.000896664 0.0010031 0.000644037 0.000928206 0.00121679 0.000907762 0.000497156 0.000622971 0.000560056 0.00102672 0.000536002 0.00104227 0.00100036 0.0017007 0.00129217 0.00122333 0.00097821 0.00131774 0.000219157 2.45385e-05 0.000605573 0.000297617 5.5215e-05 0.00042768
internal_weight=0 2775 555 346 303 43 97 2220 137 111 87 66 42 440 399 2083 64 2019 1729 53 290 270 1676 244 206 137 69 110 88 54
internal_count=3121 2775 555 346 303 43 97 2220 137 111 87 66 42 440 399 2083 64 2019 1729 53 290 270 1676 244 206 137 69 110 88 54
is_linear=0
shrinkage=0.00555105


Tree=1581
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 4 0 15 49 1 1 150 12 1 1 1 0 124 4 1 1 4 47
split_gain=399.04 62.2596 33.4278 31.2145 20.2083 20.1059 13.8322 12.5143 10.8681 8.94959 7.82643 7.14885 5.85188 7.23379 6.1527 5.16565 4.58884 4.57855 4.44334 3.73351 3.32573 3.26263 3.051 2.96199 2.78583 2.67287 3.08828 2.60977 2.401 2.39874
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.092845000000000025 -0.15464999999999998 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.054984999999999992 0.16175000000000003 0.13436000000000001 1.0000000180025095e-35 0.088305000000000008 0.083345000000000016 0.076935000000000017 0.13075500000000004 -0.010949999999999998 -0.082135 -0.51843499999999987 0.090740000000000015 0.12958500000000003 0.015030000000000002 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 24 27 12 18 -4 -9 13 14 -1 -2 -6 -13 21 25 -14 23 -5 28 -3 -15 -27 -8 -7 -17
right_child=1 4 10 22 16 9 7 11 -10 -11 -12 17 20 19 -16 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031327354606157211 0.0019740098272048477 0.0012178131031163101 0.0025316675733694119 0.0016650076834028558 0.0008393861902839285 0.002813467135163541 0.0024708165836321693 0.0022591425408730807 0.0034850184704960743 0.0020137622502294974 0.0016797088317094329 0.0014396367164608431 0.0027966064241988328 0.0035498695883235589 0.0022277845243073588 0.0029410041485795398 7.1075410636011746e-05 0.00078793242575283086 0.0021264449932680077 0.0028949269946674503 0.0023293114385237851 0.0029577769052161074 0.0010503873606674198 0.0021842086452014378 0.00072047847070559959 0.0030386037298182011 0.0024850394707591427 0.0018075759111762513 0.0025432207871771582 0.0025303966222110963
leaf_weight=23 23 45 37 60 77 152 34 20 76 48 60 150 99 21 52 58 21 27 29 760 48 92 24 27 51 773 22 20 129 63
leaf_count=23 23 45 37 60 77 152 34 20 76 48 60 150 99 21 52 58 21 27 29 760 48 92 24 27 51 773 22 20 129 63
internal_value=0 0.00157613 0.00284282 0.0021952 0.00125895 0.0028774 0.00142394 0.00160383 0.00294538 0.00261035 0.00200468 0.00143352 0.00292257 0.00294737 0.0025053 0.00260691 0.000674748 0.00134022 0.00267711 0.0029684 0.00264402 0.00271703 0.0014894 0.00264512 0.000953604 0.00303684 0.00302328 0.00222517 0.0026894 0.00272722
internal_weight=0 673 2448 228 445 2351 347 251 1874 477 97 197 1798 1651 75 144 98 177 429 1576 147 400 84 308 96 816 795 54 281 121
internal_count=3121 673 2448 228 445 2351 347 251 1874 477 97 197 1798 1651 75 144 98 177 429 1576 147 400 84 308 96 816 795 54 281 121
is_linear=0
shrinkage=0.00145689


Tree=1582
num_leaves=31
num_cat=0
split_feature=1 3 155 4 12 51 2 1446 50 1454 1429 0 13 2 1 4 160 4 42 1204 1204 41 1211 4 399 133 133 3 4 1429
split_gain=4.20368 1.19794 0.864794 0.68504 0.652321 0.634172 0.536469 0.878586 1.19246 1.19277 0.95676 0.866152 0.794862 0.769448 0.639261 1.04375 0.77317 0.720938 0.626416 0.545042 0.748043 0.609881 0.974772 1.13155 0.607089 0.740539 0.707607 0.910656 0.886847 0.775678
threshold=0.10312500000000001 0.31534000000000006 0.11245500000000001 0.40124500000000002 -0.42850999999999995 -0.42247999999999991 0.08647500000000001 0.088500000000000009 0.11875500000000001 0.090210000000000026 0.084545000000000009 -0.11013499999999998 -0.083764999999999992 0.086675000000000016 0.08864000000000001 -0.14098499999999997 0.08443500000000001 1.0000000180025095e-35 0.11934000000000002 -0.082759999999999986 -0.079429999999999987 0.081560000000000007 0.077345000000000011 -0.078439999999999996 0.084750000000000006 1.0000000180025095e-35 0.08784500000000002 -0.082039999999999988 -0.013514999999999998 0.084990000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -3 -2 7 8 9 10 11 -1 -9 -8 18 -16 17 -17 19 -15 -21 22 24 -24 25 -22 29 28 -28 -27
right_child=1 4 -4 -5 -6 -7 13 12 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0017831168381753652 0.0013623074793996995 0.00057044589491267125 0.0012886637301995393 8.7737039180095912e-05 -0.0003766587755526104 0.00054979524204943871 -7.5743178213610952e-05 0.0026272217481139773 -5.9941783812090917e-05 -0.00013676154045253727 0.00016704836272379917 0.0011552942253384713 0.0012448806917546599 0.001817405992831091 0.0011968863881279084 -0.00099122047658809268 0.00083217268758466884 0.00045252613909063232 0.00053727180347909161 5.6127363221973459e-06 0.00085480538831016466 0.00030187260008505832 0.0026781261131569524 0.0011525631090748049 0.0016983115704476081 0.0012927510370544771 0.0011197313757497908 0.0012689473614119948 0.00034927248298140148 0.002328176663787459
leaf_weight=71 30 35 58 22 56 551 20 22 25 21 27 781 28 28 56 21 33 20 70 20 437 30 24 36 41 150 89 206 88 25
leaf_count=71 30 35 58 22 56 551 20 22 25 21 27 781 28 28 56 21 33 20 70 20 437 30 24 36 41 150 89 206 88 25
internal_value=0 0.00057181 0.000655006 0.00104364 -1.23877e-05 0.000591749 0.00105252 0.00115044 0.00111246 0.00114503 0.00117565 0.00120761 0.00185311 0.000984026 0.000999452 0.000636325 0.000212116 -0.000286954 0.0010374 0.00106722 0.00104889 0.00106742 0.00108838 0.00176279 0.00104932 0.00102258 0.00115396 0.00102296 0.000736678 0.00144067
internal_weight=0 730 639 2391 91 581 2369 975 925 900 879 852 50 1394 1374 130 74 41 1244 1174 1146 1126 1096 60 1036 995 558 383 177 175
internal_count=3121 730 639 2391 91 581 2369 975 925 900 879 852 50 1394 1374 130 74 41 1244 1174 1146 1126 1096 60 1036 995 558 383 177 175
is_linear=0
shrinkage=0.0054422


Tree=1583
num_leaves=31
num_cat=0
split_feature=1 2 454 34 13 12 1 13 2 16 47 1 31 1446 106 14 147 52 52 0 4 11 2 15 2 52 12 1453 483 43
split_gain=3.41003 0.960755 0.686559 0.592528 0.836021 1.17022 0.864565 0.850089 0.614037 1.32304 0.695949 0.622973 0.602387 0.587 0.570033 0.549169 0.53571 0.679422 0.541333 0.716372 0.9433 0.695335 1.29343 0.792733 0.743674 0.639923 1.41042 0.618846 0.541012 0.639891
threshold=0.11910500000000002 0.10188000000000001 -0.037229999999999992 -0.038779999999999995 -0.072819999999999982 0.096990000000000007 0.14262000000000002 -0.47860499999999995 0.13404500000000005 0.052820000000000013 0.11596500000000001 0.12577000000000002 -0.081689999999999985 0.11581000000000001 0.085655000000000009 -1.0000000180025095e-35 0.089365000000000014 -0.066844999999999988 0.10024500000000001 -0.068944999999999992 -0.082769999999999982 1.0000000180025095e-35 0.081685000000000021 1.0000000180025095e-35 -0.090999999999999984 0.093665000000000012 0.091715000000000005 -0.044999999999999991 -0.095084999999999989 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 12 5 6 -5 -8 10 -10 11 -6 -2 14 15 -1 18 -18 21 20 -20 24 -23 -24 -17 28 -27 -22 29 -26
right_child=3 2 -4 4 8 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 17 -19 19 -21 27 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0016165516333574168 0.00029018643926832929 -0.00021696224333069523 0.00065409685582428845 0.00054647682135845277 0.00066545903046999998 -0.00095442772574432161 0.00036235308143864141 -0.00095608167289124805 0.0007453518381267941 -0.00061239234192378411 0.00030551837723101299 0.0017265368562495865 -0.00083407353105087283 0.0015289327798969526 0.00017749092228378814 4.3328505749369368e-05 0.00083711565685304606 -0.00033444424124297925 0.0015148112008308958 1.9484077347354709e-05 4.7029472261494925e-05 0.0022271847798753103 0.00028593265069892494 0.0014282522254013769 0.00062137160763354234 0.00056884162032549935 0.0023481353279052536 0.00073461029455401282 0.00083173206031327885 0.0015928004295806472
leaf_weight=20 23 21 619 88 23 20 23 21 49 24 28 27 20 27 30 25 25 20 32 34 33 24 25 30 23 20 20 268 1434 45
leaf_count=20 23 21 619 88 23 20 23 21 49 24 28 27 20 27 30 25 25 20 32 34 33 24 25 30 23 20 20 268 1434 45
internal_value=0 0.000786527 0.000625515 0.000287723 0.000361582 0.000113538 0.000275351 -0.0002669 0.000611267 0.00029897 0.000903546 0.00123844 -0.000232725 0.000834793 0.000825902 0.000835263 0.00082767 0.000316422 0.000839099 0.000674561 0.000741446 0.000875785 0.00130947 0.000909016 0.000853921 0.000867063 0.00145849 0.000659228 0.000851312 0.00126423
internal_weight=0 2775 640 346 303 152 132 44 151 73 78 50 43 2135 2108 2078 2058 45 2013 367 333 1646 79 55 1567 1542 40 301 1502 68
internal_count=3121 2775 640 346 303 152 132 44 151 73 78 50 43 2135 2108 2078 2058 45 2013 367 333 1646 79 55 1567 1542 40 301 1502 68
is_linear=0
shrinkage=0.00473777


Tree=1584
num_leaves=31
num_cat=0
split_feature=1 402 4 43 10 0 159 49 148 160 454 1365 1 147 0 49 49 484 160 2 16 157 51 475 157 158 3 402 159 15
split_gain=2.80022 0.732772 0.719962 0.805029 1.50346 1.35243 0.745245 0.726631 0.688725 0.66723 0.645472 0.852267 0.636658 0.553222 0.717049 0.598371 0.639643 0.672768 1.0115 0.759325 0.642481 0.669591 0.797028 0.636252 1.10476 0.621861 0.779607 0.86808 0.847173 1.4127
threshold=0.11146500000000002 0.099740000000000009 -0.010655 0.054355000000000007 -0.089679999999999982 -0.10224499999999999 0.10797500000000002 -0.056454999999999991 -0.10665499999999999 0.088405000000000011 -0.082299999999999984 0.084635000000000016 0.14804000000000003 0.087210000000000024 -0.098289999999999975 0.11560500000000001 0.11136000000000001 -0.011854999999999999 -0.089744999999999978 0.13404500000000005 -0.15241499999999997 -0.06482499999999998 -0.025069999999999999 -0.088274999999999978 0.0026750000000000007 -0.4686749999999999 -0.086049999999999988 0.085065000000000016 -0.08477999999999998 -0.062284999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -4 -5 9 -2 -1 12 -10 13 -6 15 -15 16 17 18 -12 23 -20 22 -22 24 -19 -23 27 -27 29 -28
right_child=1 -3 3 5 6 -7 -8 -9 10 -11 11 -13 -14 14 -16 -17 -18 19 20 -21 21 25 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0019463819667170292 0.00028041208188549406 -0.0006723495965008558 -0.00090065695226317966 0.0020974693267503939 0.00022302082568278659 0.000289266565893257 0.0010321356306942202 0.0012788162107994403 0.0017588209793652579 -0.00077246378588831941 0.0019063343048410528 -0.00029751894516115185 0.0012174528312376167 -0.00014994787390941173 0.00091278206069311742 0.00051570177660404965 0.0018092524498286937 -0.00064525323224834061 0.0019160816549399597 -0.00016579785710633797 0.002274476418690117 0.0016529562900272506 0.00099410074331791193 0.00088903324425619764 0.00085194436913388859 0.00074648614878718405 0.00084422809527061207 0.0021830618545012593 0.00072846100744807256 -0.0012765640238804488
leaf_weight=20 40 20 35 22 204 37 47 62 27 20 48 21 24 40 45 137 26 25 24 24 24 24 50 1829 48 47 20 20 89 22
leaf_count=20 40 20 35 22 204 37 47 62 27 20 48 21 24 40 45 137 26 25 24 24 24 24 50 1829 48 47 20 20 89 22
internal_value=0 0.000411265 0.000455404 0.00034216 0.00023107 0.000963512 0.000365343 0.000887285 0.000878772 0.000238975 0.000870528 0.00086117 0.000327698 0.000870742 0.000412674 0.000886589 0.00090849 0.000898281 0.00112455 0.000855049 0.00100728 0.00093359 0.00140936 0.00086793 0.000339205 0.000775001 0.000668582 0.00117531 0.000409414 -0.000266663
internal_weight=0 511 491 389 330 59 295 102 2610 248 2590 2563 228 2542 85 2457 2320 2294 368 1926 320 296 74 1902 73 222 198 67 131 42
internal_count=3121 511 491 389 330 59 295 102 2610 248 2590 2563 228 2542 85 2457 2320 2294 368 1926 320 296 74 1902 73 222 198 67 131 42
is_linear=0
shrinkage=0.00577531


Tree=1585
num_leaves=31
num_cat=0
split_feature=1 124 44 2 11 11 401 15 151 151 457 16 151 401 401 42 1 10 2 9 12 1456 1375 480 1446 11 158 159 131 483
split_gain=2.31424 0.733265 0.652657 0.531901 0.565436 0.940905 0.558128 0.656988 0.543621 0.833255 0.60843 0.567097 0.753255 0.510046 0.729412 0.662617 0.50935 0.495308 0.554448 0.686997 0.666345 0.495213 0.696946 0.821678 0.765127 0.659461 0.634138 1.18925 0.734294 0.750891
threshold=0.11910500000000002 -0.076779999999999987 1.0000000180025095e-35 0.097070000000000004 0.080455000000000013 0.085155000000000022 1.0000000180025095e-35 0.10549000000000001 -0.098364999999999994 -0.084084999999999979 0.10021000000000001 -0.52595999999999987 0.077805000000000013 0.086285000000000014 0.093690000000000009 0.085465000000000013 0.16773500000000005 0.058500000000000003 0.116525 -1.0000000180025095e-35 0.095175000000000023 0.056265000000000009 0.084145000000000011 0.086995000000000017 0.083715000000000026 0.076270000000000018 0.11817500000000002 0.11389500000000001 0.077860000000000013 -0.070084999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 13 -6 8 -8 -5 -10 11 -11 -13 21 -15 -16 17 18 19 -2 -21 25 23 24 -23 26 27 28 29 -3
right_child=16 2 -4 6 5 -7 7 -9 9 10 -12 12 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00040888257370389451 4.3740533040444034e-06 0.0013658308622163694 0.0016344301833201406 0.0014627502445110692 0.0022471156771575757 0.00074123258666722053 -0.00036621120579008947 0.00091916607794271848 -0.00049290505490944458 -7.5268976533056402e-05 -0.00025952552357724225 0.00073794132381010014 0.0018290470830849782 0.0018287523834112571 0.00044858637545366041 0.0012634489115417437 -0.00055376212425577664 -0.00025736312173180577 0.00024666518448837409 0.0019917054259545926 0.00072033138322513159 0.0011300477498726608 7.4015673984353003e-05 0.00062473778794212668 0.0021708169513980865 -0.00023360512139702504 0.0015003306929516655 -0.00032969342832383169 0.001028305954748033 0.00067308249212316793
leaf_weight=169 26 55 31 30 25 31 36 21 20 27 21 518 22 38 57 80 23 41 192 20 44 62 20 51 38 22 39 33 308 1021
leaf_count=169 26 55 31 30 25 31 36 21 20 27 21 518 22 38 57 80 23 41 192 20 44 62 20 51 38 22 39 33 308 1021
internal_value=0 0.000777536 0.000801443 0.000791415 0.000841883 0.0014135 0.000654897 0.000107349 0.000703816 0.000666369 0.0007058 0.000741553 0.000782394 0.000824333 0.00112079 0.000924419 0.000276629 0.000335759 0.000421993 0.000796027 0.00111764 0.000792872 0.00108711 0.0012213 0.00152554 0.000758829 0.000773825 0.000753829 0.000779665 0.000708492
internal_weight=0 2775 2606 2575 1880 56 695 57 638 608 588 567 540 1824 175 137 346 323 282 90 64 1649 171 151 100 1478 1456 1417 1384 1076
internal_count=3121 2775 2606 2575 1880 56 695 57 638 608 588 567 540 1824 175 137 346 323 282 90 64 1649 171 151 100 1478 1456 1417 1384 1076
is_linear=0
shrinkage=0.00577531


Tree=1586
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 11 2 47 11 4 1 2 13 4 1 2 43 1 1429 131 2 12 0 0 49 43
split_gain=294.556 50.3554 26.9148 22.3347 19.3832 14.5757 13.2937 10.2703 10.102 8.69806 8.41563 5.72239 3.86262 3.60116 3.37345 3.255 3.05241 2.45896 5.02622 2.43929 2.41489 2.40499 2.64103 2.22055 2.18636 2.1166 1.97078 2.04087 1.90833 1.78556
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.40473500000000007 1.0000000180025095e-35 0.089885000000000007 0.13082500000000002 0.078340000000000007 -0.17966999999999997 0.11669000000000002 0.097070000000000004 -0.10664 -0.013514999999999998 0.086920000000000011 0.25063000000000007 -0.15879999999999997 0.080270000000000022 0.083420000000000008 0.09055500000000001 0.14530500000000005 0.090165000000000009 -0.036484999999999997 0.024095000000000002 0.088340000000000016 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 13 6 9 15 -6 10 21 19 -11 -3 -15 -1 -12 29 25 26 -14 -5 -23 -2 -16 -19 -4 -28 -17 -18
right_child=1 2 11 5 8 -7 -8 -9 -10 12 16 -13 20 14 24 28 17 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0026900096181984691 0.0027802301109670696 0.0018943220902498498 0.00058296748611096712 0.0027322458997039254 0.0022855750707677608 0.0012616254067482188 0.0016889270335105873 0.0014907903309413484 0.0013263125370628821 0.0035126546404185186 0.0020248317602588046 0.0014881990015298138 0.0024319118416511981 0.0013490496777477277 0.0010971034040281387 0.0016908473669123196 0.0026264644511244236 0.0026209881678819413 0.001732062923583274 0.00026904153443219026 0.0029983789336308045 0.0026173720550542955 0.0020456870448041214 0.0021858596784052092 0.00052732217217810542 0.0023556378196042719 0.0012987589943802911 0.00062289809822969476 0.0023504171056616704 0.0023241399276402335
leaf_weight=36 54 20 77 831 86 20 38 64 40 30 36 22 24 166 103 20 329 118 26 36 85 467 21 22 20 204 25 20 24 57
leaf_count=36 54 20 77 831 86 20 38 64 40 30 36 22 24 166 103 20 329 118 26 36 85 467 21 22 20 204 25 20 24 57
internal_value=0 0.00139718 0.00124753 0.00256403 0.00145974 0.00260198 0.00261381 0.00196165 0.00198105 0.00262958 0.00260417 0.000734674 0.00301157 0.00124717 0.00120239 0.00233834 0.00247317 0.00249515 0.00239902 0.000629753 0.00287365 0.00268064 0.00259277 0.00260818 0.00100446 0.00245288 0.000736192 0.000998376 0.00205061 0.00258182
internal_weight=0 691 615 2430 435 2286 2266 144 126 2228 2089 180 139 309 289 80 770 734 348 158 109 1319 488 76 123 322 122 45 44 386
internal_count=3121 691 615 2430 435 2286 2266 144 126 2228 2089 180 139 309 289 80 770 734 348 158 109 1319 488 76 123 322 122 45 44 386
is_linear=0
shrinkage=0.00157699


Tree=1587
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 13 2 14 43 4 0 2 4 50 4 1 4 47 0 2 4 3 47 0 13 4 16
split_gain=251.054 30.2242 24.7607 17.2022 14.3887 12.6644 10.5373 8.74636 7.57944 5.79263 5.44718 4.87115 5.60922 4.13075 4.11562 3.97587 3.52777 3.39464 3.35858 3.25668 3.22285 3.22068 3.62449 3.06125 3.8123 2.94389 2.07534 2.03579 1.94858 1.93497
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.099815000000000015 -0.16363499999999997 -0.0030199999999999997 0.11389000000000002 0.076175000000000007 -0.050459999999999998 0.024790000000000003 -0.019414999999999998 0.11704500000000001 0.033845000000000007 0.041865000000000006 0.40945500000000007 0.12000500000000001 0.057560000000000007 0.077555000000000013 -0.067094999999999988 0.10252500000000002 -0.059649999999999988 0.090900000000000009 0.10019500000000002 -0.22491999999999998 -1.0000000180025095e-35 -0.008819999999999998 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 8 10 -6 17 20 15 -10 -13 19 28 -4 -7 25 -19 -8 23 22 27 -1 -25 -3 -14 -9 -2 -15
right_child=1 5 6 -5 7 16 13 21 11 -11 -12 12 26 29 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024582598361112154 0.0024316439604683561 0.0010915705680729952 0.0024278295445662717 0.0012127790316326344 0.0023937741571313106 0.00044714105136495333 0.0022720376249250099 0.0016561691874148769 0.0010026042673917511 0.0015334966844735998 0.0028728358068455125 0.0023070406571658142 0.0011610706468835621 0.0014463300947019652 0.0015031360216495489 0.0022093007860310423 0.00108862766039824 0.0013788320542959327 0.00072679879359701998 0.0018710442087979617 0.0027136572035540421 0.0011244587284559692 0.0014424800527053272 0.0022237157313046052 0.0015874717821591907 0.0016848824121006322 0.0017264518316035785 0.0021913608647133802 0.0020219528606760517 0.0020460070890742118
leaf_weight=71 45 76 1534 75 31 73 238 29 28 22 52 22 26 23 20 191 23 20 83 50 33 28 71 83 25 22 27 29 50 21
leaf_count=71 45 76 1534 75 31 73 238 29 28 22 52 22 26 23 20 191 23 20 83 50 33 28 71 83 25 22 27 29 50 21
internal_value=0 0.0012759 0.00231053 0.00174496 0.00199471 0.00105309 0.00237372 0.00170046 0.00119591 0.00223111 0.00241736 0.00151097 0.00170076 0.00214015 0.00209204 0.00240363 0.000600831 0.00103447 0.000853407 0.00220242 0.0023035 0.00156356 0.00165887 0.00222789 0.00207644 0.00122476 0.0014491 0.00192377 0.00221602 0.00173254
internal_weight=0 590 2531 190 422 400 2109 188 304 234 1777 103 75 332 115 1725 96 201 103 288 212 157 129 179 108 98 53 58 95 44
internal_count=3121 590 2531 190 422 400 2109 188 304 234 1777 103 75 332 115 1725 96 201 103 288 212 157 129 179 108 98 53 58 95 44
is_linear=0
shrinkage=0.00142833


Tree=1588
num_leaves=31
num_cat=0
split_feature=1 3 4 48 9 2 43 14 475 484 0 16 4 455 0 16 15 12 43 0 11 43 3 43 52 133 160 160 160 159
split_gain=3.63907 1.03128 0.821437 0.628999 0.562908 1.09692 0.600619 0.550726 0.983194 0.608061 1.01171 0.885903 0.535309 0.51737 0.506812 0.852717 0.755331 0.458538 0.61962 0.586669 0.563894 1.25585 0.506505 1.75832 1.80252 0.709359 0.548975 0.594722 0.556614 0.546951
threshold=0.10312500000000001 0.31370500000000007 -0.17966999999999997 -0.08595499999999999 -1.0000000180025095e-35 0.090310000000000015 -0.079109999999999986 -0.47013499999999991 -0.052309999999999988 -0.051889999999999999 -0.18901999999999997 -0.50690499999999983 0.40124500000000002 0.092320000000000013 -0.10474999999999998 -0.25582999999999995 -0.40580499999999992 0.11734000000000001 0.15359500000000004 -0.055064999999999996 1.0000000180025095e-35 -0.20207499999999998 -0.11171999999999999 -0.13868499999999997 -0.07278999999999998 0.086085000000000009 -0.54913999999999985 -0.53327999999999987 -0.5666199999999999 0.12283500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 6 -6 -5 -7 -9 -10 11 -11 13 17 15 -3 -16 20 19 -19 22 -22 23 25 -25 -1 28 -28 -24 -29
right_child=1 14 3 4 5 7 -8 8 9 10 -12 -13 -14 -15 16 -17 -18 18 -20 -21 21 -23 26 24 -26 -27 27 29 -30 -31
leaf_value=0.0013935487780969472 0.00090305520406859193 -0.00011101309387238398 0.0011950144397437717 0.00036462447771723277 0.00071667944638096487 0.00096694608264161913 -0.00060050825580757145 -0.00063447064261182588 -0.00041995402761243827 0.00045022273681940623 0.00022083999236960553 0.0016394787942106506 0.00010141411065667692 0.0014883298879225652 0.00029223915159879289 0.0009988049953424654 -0.00083376675788798035 -0.0003266827020233011 0.000984456073929665 0.00059844703748313888 7.9499668563799678e-05 0.0012790192035875346 0.00083163708006529725 -0.0009750354895253872 0.00064657462060903976 0.00039594658950716655 0.00017961339588756193 0.00077967465495740044 0.0017897184594382986 0.0012788318192918731
leaf_weight=36 82 36 20 30 183 21 21 23 20 30 177 20 22 20 21 21 25 24 28 29 20 102 26 24 29 22 31 1914 21 43
leaf_count=36 82 36 20 30 183 21 21 23 20 30 177 20 22 20 21 21 25 24 28 29 20 102 26 24 29 22 31 1914 21 43
internal_value=0 0.000427947 0.000494625 0.000433174 0.000404151 0.000451163 -3.27831e-05 0.000284189 0.000231085 0.000311684 0.000376145 0.000925925 0.000781019 0.000787331 2.20513e-05 0.000297867 -0.000319721 0.000781362 0.00045777 0.00017952 0.000792919 0.00108238 0.000776463 0.000488544 -8.77394e-05 0.00101515 0.000792168 0.000781114 0.00125972 0.000790642
internal_weight=0 730 627 545 525 474 51 291 270 247 227 50 2391 2369 103 57 46 2349 81 53 2268 122 2146 111 53 58 2035 1988 47 1957
internal_count=3121 730 627 545 525 474 51 291 270 247 227 50 2391 2369 103 57 46 2349 81 53 2268 122 2146 111 53 58 2035 1988 47 1957
is_linear=0
shrinkage=0.00437696


Tree=1589
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 133 3 132 454 51 12 12 4 4 49 4 48 11 16 124 12 2 13 376 12 13 1211 1212 43 42
split_gain=2.95315 1.00702 0.848599 0.949037 0.914032 0.824683 0.815169 0.73097 0.761846 0.970542 0.580845 0.756288 0.792946 0.813296 0.725255 0.496007 0.478409 0.463157 0.451194 0.448196 0.561437 0.524988 0.501614 0.486543 0.477683 0.446737 0.396136 0.413233 0.928926 0.750737
threshold=0.10124500000000002 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 -0.39840999999999999 0.089200000000000015 -0.012939999999999998 -1.0000000180025095e-35 -0.037229999999999992 0.10681500000000001 0.11734000000000001 0.10016000000000001 0.053925000000000008 -0.0086549999999999978 -0.0069299999999999995 0.51388000000000011 0.085845000000000019 0.098860000000000017 0.0039400000000000008 -0.076779999999999987 -0.064509999999999984 0.13501500000000002 -0.061684999999999997 0.084545000000000009 -0.093619999999999995 -0.076599999999999988 -0.43000499999999992 -0.040879999999999993 0.0041500000000000009 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 5 4 -4 7 -7 -3 -9 10 11 12 13 14 16 -6 -10 19 -13 23 22 26 -21 24 -1 -15 -22 28 29 -28
right_child=1 2 3 -5 15 6 -8 8 9 -11 -12 18 -14 25 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00065856516621695172 0.0010367438360893118 -0.00029212486708484099 0.0013929555180831553 -0.0008231928529761469 0.00031439686353256136 0.00045776041316703529 -0.00080324528683945351 -0.00036521171962200489 0.0017878603530460566 0.0016870210200063988 0.0015512504649979109 -0.00073113508046038298 0.0009461955675534844 0.00039414601685627034 0.00015078304562457748 -0.00055758174850268098 0.00060705454597714511 7.5981999235532008e-05 0.00047156296812368329 0.00096593137923893469 0.00022667733165271267 0.00029615575629154842 0.0022340498631837282 0.0012075064095977996 -0.00041119690530752497 -0.00073143895290703382 0.0012706055785281301 0.00092084756631403584 0.00062307299686085028 0.0024046163369518072
leaf_weight=32 101 26 20 31 75 42 27 21 22 32 22 20 176 20 41 29 22 21 20 20 25 42 20 22 23 26 85 1978 56 24
leaf_count=32 101 26 20 31 75 42 27 21 22 32 22 20 176 20 41 29 22 21 20 20 25 42 20 22 23 26 85 1978 56 24
internal_value=0 0.000509601 0.000430373 6.29034e-05 0.000284427 0.000540543 -3.56766e-05 0.000629291 0.00068606 0.000741114 0.000659085 0.000602521 0.000697935 0.000364395 0.000692591 7.1249e-05 0.00119746 0.000913085 -0.000129786 0.000920639 0.000935176 0.000923143 0.00159999 0.000495866 0.00021121 -0.000242054 0.00093529 0.000943556 0.00121578 0.0015203
internal_weight=0 773 672 155 124 517 69 448 422 401 369 347 307 131 85 104 44 2348 40 2327 2250 2210 40 77 55 46 2168 2143 165 109
internal_count=3121 773 672 155 124 517 69 448 422 401 369 347 307 131 85 104 44 2348 40 2327 2250 2210 40 77 55 46 2168 2143 165 109
is_linear=0
shrinkage=0.00566207


Tree=1590
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 2 4 0 49 4 1 0 4 1 151 475 52 52 1 16 50 12 4
split_gain=310.861 52.7039 30.791 25.1641 18.8265 16.5767 11.4816 10.1665 9.44777 7.06591 6.66984 5.67004 5.99815 4.9126 4.83192 7.49306 5.79473 5.43217 2.61928 2.78295 2.57082 2.45361 2.43978 2.83763 4.06271 3.4795 2.69917 2.39733 2.36411 2.2306
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.14122000000000004 0.09253500000000002 0.13754500000000003 -1.0000000180025095e-35 0.50822500000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 -0.079119999999999982 -0.55119499999999988 0.16175000000000003 -0.088784999999999989 -0.066784999999999983 0.039215000000000007 -0.12647999999999995 0.086560000000000012 -0.080509999999999984 0.10883000000000001 0.10463500000000002 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 14 11 -6 22 -5 12 -4 -14 15 17 18 -1 27 -20 -13 -3 -7 24 28 -26 -25 -16 -24 -23
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 20 13 -15 16 -17 -18 -19 19 -21 -22 29 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0028069434997030161 0.0028140401703036517 0.0018623424835391392 0.00088002757495392607 0.0025433436972265985 0.0026189284247253967 0.0028932621974897777 0.0034599146957512016 0.0018215424178724899 0.0016397000621100803 0.0019322514446746804 0.0016887830029180542 0.00081137863373737244 0.0019094751349022071 0.00094893404716480984 0.0029557717119899456 0.0031954342727080112 0.0025237913727003186 0.0020956813150591748 0.0033348429824112541 0.0027567189437398185 0.00021246411942015076 0.0012604791537738633 0.0027514740201297406 0.0029626611834735819 0.0023541532782514344 0.0016273465006654861 0.0025520749084070649 0.0027203689696147213 0.0021735053778564029 0.0015956722134434496
leaf_weight=42 76 40 71 34 72 60 76 37 35 41 61 93 35 20 1026 35 108 66 21 381 21 88 87 62 74 20 100 115 21 103
leaf_count=42 76 40 71 34 72 60 76 37 35 41 61 93 35 20 1026 35 108 66 21 381 21 88 87 62 74 20 100 115 21 103
internal_value=0 0.00159942 0.00144932 0.00277463 0.00176249 0.00280636 0.00287132 0.00106718 0.00229862 0.00254513 0.00199463 0.000950884 0.00117692 0.00156019 0.00284639 0.00257375 0.00287 0.00237228 0.00289424 0.00278692 0.000701052 0.00151416 0.0026044 0.00255678 0.00243454 0.00219951 0.00270921 0.00293205 0.00263909 0.00144124
internal_weight=0 691 615 2430 338 2335 1870 277 107 465 95 240 126 55 1794 143 1651 108 1543 402 114 231 424 364 202 94 162 1141 108 191
internal_count=3121 691 615 2430 338 2335 1870 277 107 465 95 240 126 55 1794 143 1651 108 1543 402 114 231 424 364 202 94 162 1141 108 191
is_linear=0
shrinkage=0.00154607


Tree=1591
num_leaves=31
num_cat=0
split_feature=1 3 0 9 42 12 454 39 4 4 3 48 0 48 4 0 3 131 16 12 2 1447 43 43 12 133 156 160 1 1
split_gain=3.35366 0.970325 1.25209 0.619084 0.589178 0.629253 0.535242 0.539821 0.598741 0.553263 0.546115 0.932194 0.528599 0.558756 0.502864 0.461066 1.04257 0.5259 0.473644 0.458343 0.445835 0.666511 0.648795 0.933977 0.646384 0.554665 0.864892 0.869629 1.03576 1.14889
threshold=0.10312500000000001 -0.07793499999999999 0.10455500000000001 0.085355000000000014 -0.019989999999999997 0.10589000000000003 -0.037229999999999992 0.096625000000000016 0.62736500000000006 0.42051500000000003 0.149315 0.10990500000000002 -0.10474999999999998 0.091840000000000019 0.40124500000000002 -0.22491999999999998 0.0068900000000000012 0.097570000000000004 -0.0024749999999999993 0.11351500000000002 0.090175000000000019 -0.082954999999999987 0.07827000000000002 0.062770000000000006 0.087830000000000005 0.017095000000000003 0.11386000000000002 1.0000000180025095e-35 0.08864000000000001 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 4 3 6 -2 -6 -3 8 10 -9 11 15 13 -12 20 -8 17 18 -17 -7 22 -22 23 -1 -24 26 27 28 -23 -30
right_child=1 2 -4 -5 5 19 7 9 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 25 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001002122746283177 0.00011901595805428339 -0.00036933020310933492 -0.00093726942962399926 -0.00026931166367643271 0.0011409498298025754 -0.00011620196185655341 -0.00011821676072858789 0.0006270744682676403 0.0014697562764984145 -0.00019348390116795608 0.0012031227071825897 0.0014418519846307427 -0.00020777928855761024 1.6083058009586855e-05 0.00012539557765173343 0.00051619167243826007 0.0015116756483149942 0.0012585866284752477 -0.00027218422173952076 0.00099931440266982029 0.00152983141590307 0.00061937303979668623 0.0022159178563992002 -2.4318843362920001e-06 0.0011881106047377291 0.00097028269883476419 0.0015931809838251219 0.0010470569093643948 -0.0012426454942114341 0.00049232470986452094
leaf_weight=1305 29 20 20 33 134 24 26 45 24 53 24 43 44 23 22 83 34 20 31 20 42 279 24 28 74 427 30 114 20 26
leaf_count=1305 29 20 20 33 134 24 26 45 24 53 24 43 44 23 22 83 34 20 31 20 42 279 24 28 74 427 30 114 20 26
internal_value=0 0.000522956 0.00039813 0.000451228 0.000838339 0.000955532 0.000501819 0.000540536 0.000639993 0.000183303 0.000579279 0.000716881 0.000220907 0.000622231 0.000944391 0.000556192 0.000660565 0.000444611 0.000301809 0.000390851 0.000951997 0.000859783 0.00101244 0.000981022 0.00143982 0.000828374 0.000699174 0.00063808 0.000494623 -0.00026201
internal_weight=0 730 523 503 207 178 470 450 352 98 328 237 91 47 2391 194 168 134 114 44 2369 938 1431 1333 98 896 469 439 325 46
internal_count=3121 730 523 503 207 178 470 450 352 98 328 237 91 47 2391 194 168 134 114 44 2369 938 1431 1333 98 896 469 439 325 46
is_linear=0
shrinkage=0.0054422


Tree=1592
num_leaves=31
num_cat=0
split_feature=1 4 2 3 2 51 16 14 16 4 12 15 4 4 16 50 13 13 1213 401 11 2 1451 42 13 1208 1209 402 3 3
split_gain=2.71927 0.926567 0.752695 1.16793 0.727909 0.686992 0.610179 0.752678 1.56761 2.12265 0.537372 0.475321 0.858894 0.458337 0.700534 0.641314 0.574609 0.722347 0.640515 0.669455 1.10407 0.649397 0.5444 0.618719 0.6592 0.879707 1.30275 0.746516 0.79832 0.725421
threshold=0.10124500000000002 -0.39518999999999993 0.10252500000000002 -0.017889999999999996 -1.0000000180025095e-35 -0.047599999999999996 0.24134000000000003 -0.22253999999999999 -0.11118499999999999 0.51303500000000013 -0.089199999999999988 -0.21699999999999997 0.50644500000000015 0.042705000000000007 -0.44310499999999992 -0.23452499999999996 0.0061450000000000003 0.15641500000000003 -0.077814999999999981 0.080190000000000011 1.0000000180025095e-35 0.10774000000000002 0.089825000000000002 -0.008624999999999999 -0.07743499999999999 0.099975000000000008 -0.074484999999999982 -0.014954999999999998 -0.15447499999999995 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 5 3 -3 10 -2 7 8 -4 -10 -5 12 -9 15 -15 -1 22 18 -18 20 21 -20 23 -17 27 26 -26 -25 -29 -28
right_child=1 2 6 4 -6 -7 -8 11 9 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=0.0014255507203501071 0.00048705584546377106 0.00071279026441884005 0.0015388554402570305 0.00024250218236471254 0.0006937003891062018 0.0013057884429816531 -0.00048536792717631126 -0.00079071292892880492 0.00089842606521219558 -0.00088363771847886142 -0.00046306699507053995 0.00025285710984074755 0.00017715508100611134 0.00080524092714134789 0.00038196735665026302 0.00085618386260546595 0.00098851136082504809 0.00080573848343993301 0.00037963151207434751 -0.00026342076554622781 0.0012587539458309182 -0.00047436033114222302 0.0013899416493616209 0.0012270779796557862 -0.00059722611526150083 0.0011705640806976003 -0.00013806613298382776 0.0015263935040130711 0.00067835245963595659 0.00057972903436983919
leaf_weight=22 46 178 24 46 33 32 22 25 32 20 35 228 52 108 216 407 26 103 91 35 23 20 22 53 20 36 28 21 767 350
leaf_count=22 46 178 24 46 33 32 22 25 32 20 35 228 52 108 216 407 26 103 91 35 23 20 22 53 20 36 28 21 767 350
internal_value=0 0.000379474 0.000329703 0.000495605 0.00015649 0.000822946 0.000209496 0.00024962 0.000631703 0.000213017 -6.23734e-05 0.000154412 -0.000137088 0.000672906 0.000523059 0.000696893 0.000688886 0.000515044 0.000361498 0.000265035 0.000403064 0.000225759 0.000719288 0.000710516 0.000664016 0.000528191 0.000470087 0.000734109 0.000700953 0.000526559
internal_weight=0 773 695 292 114 78 403 381 76 52 81 305 77 2348 324 2024 2002 298 195 169 134 111 1704 1682 1275 434 398 841 788 378
internal_count=3121 773 695 292 114 78 403 381 76 52 81 305 77 2348 324 2024 2002 298 195 169 134 111 1704 1682 1275 434 398 841 788 378
is_linear=0
shrinkage=0.00429114


Tree=1593
num_leaves=31
num_cat=0
split_feature=1 3 39 4 4 2 2 1 2 2 14 3 2 13 0 47 12 1 4 2 1 4 3 3 157 4 1 1 2 40
split_gain=294.637 37.4035 32.5039 19.7875 17.0155 13.967 11.9123 10.7803 9.09841 9.59907 8.74379 5.03232 4.71278 3.93348 3.83709 7.66368 4.64627 4.26122 3.62503 3.31896 3.08825 2.92845 2.79726 2.55297 2.55171 2.82683 2.53205 2.42851 2.40579 2.2789
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.27834500000000006 0.36766000000000004 0.14753000000000002 0.10188000000000001 0.093205000000000024 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.11658 0.13712500000000002 -1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.09141500000000001 0.083135000000000014 -0.52556499999999995 0.11411 0.12958500000000003 -0.018869999999999994 -0.14989499999999997 0.12745000000000004 -0.08107499999999998 0.033845000000000007 0.12000500000000001 0.16175000000000003 0.094835000000000017 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 6 8 10 28 26 20 14 12 21 29 15 17 18 -1 -16 -2 -10 -8 -20 -15 -18 -26 -3 -7 -4 -11
right_child=1 5 7 -5 -6 27 11 -9 9 13 -12 -13 -14 23 16 -17 24 -19 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019598707981013817 0.0018857970967422716 0.0008272353516166149 0.0020875390130289514 0.00086074855429493259 0.0011629367448084376 0.0003294517510180291 0.002023633642239665 0.0010208517687104056 0.001908928003635593 0.00095147044641651286 0.0025206425809760936 0.0011481112306406447 0.0013818162466988674 0.00086025630675174737 0.0026642215383090341 0.0025281677814075593 0.0015231427687357143 0.0014007348861865933 0.0016048430749416444 0.0012687361283531232 0.0011635419894178622 0.0017706887400917128 0.0021227182094749279 0.0013954299820849196 0.0020214644443441944 0.0016536821028547909 0.00030651265778682766 -0.00019723823440171264 0.0015608044914615976 0.00051483393349961671
leaf_weight=49 92 24 26 74 43 77 182 81 22 33 81 20 36 42 23 24 23 54 20 20 20 164 1149 28 469 43 66 21 44 71
leaf_count=49 92 24 26 74 43 77 182 81 22 33 81 20 36 42 23 24 23 54 20 20 20 164 1149 28 469 43 66 21 44 71
internal_value=0 0.000902194 0.00197952 0.00141163 0.0020187 0.000667651 0.00203445 0.00136186 0.000812109 0.000964916 0.00207912 0.00181941 0.00185455 0.000822727 0.00205983 0.00182952 0.00207677 0.00166673 0.00212448 0.00177561 0.00155398 0.00190374 0.00211386 0.00107433 0.00197048 0.00199058 0.000445372 0.00021659 0.00175645 0.000653382
internal_weight=0 590 2531 186 2380 404 2337 151 306 216 1935 402 382 174 1854 127 1727 103 1192 112 42 346 1169 70 535 512 90 98 70 104
internal_count=3121 590 2531 186 2380 404 2337 151 306 216 1935 402 382 174 1854 127 1727 103 1192 112 42 346 1169 70 535 512 90 98 70 104
is_linear=0
shrinkage=0.00137286


Tree=1594
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 3 14 47 4 3 0 2 4 4 47 49 43 2 13 49 16 151 4 16 52 1
split_gain=234.432 28.6434 25.5294 17.7363 14.9885 13.0365 10.0814 9.22307 7.15992 5.63731 4.70418 4.35948 3.68606 4.9184 3.63882 3.38033 3.36001 3.31906 3.22285 2.84308 2.78316 3.47428 2.86229 2.52869 3.00424 2.28386 2.26309 2.18218 2.17571 2.26804
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13559000000000002 0.092390000000000014 0.088105000000000003 0.099815000000000015 -0.17966999999999997 0.40473500000000007 -0.11171999999999999 0.076175000000000007 0.077555000000000013 -0.046564999999999988 0.092670000000000016 -0.030209999999999997 0.25063000000000007 0.057560000000000007 0.052250000000000012 0.091680000000000011 0.005085000000000001 -0.04890499999999999 0.11362000000000001 -0.0075049999999999987 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 -0.036839999999999991 -0.50690499999999983 1.0000000180025095e-35 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 5 9 20 10 -6 -7 -1 17 12 -11 -14 16 19 -8 -4 23 -5 -3 -22 -23 -9 -25 -26 -2 -24 29 -19
right_child=1 3 6 15 7 8 14 18 -10 11 -12 -13 13 -15 -16 -17 -18 28 -20 -21 21 22 27 24 25 -27 -28 -29 -30 -31
leaf_value=0.0013318154622286988 0.002205855691670307 0.00084339271281928373 0.0020616700857613644 0.00067190117842314012 0.0020792237139785324 0.0017616031098483956 0.0019288453475201001 0.0016046340187212378 0.0010573348947223752 0.0021417260463475443 0.0024298629291215333 0.0023888343972802016 0.0018751948199674899 0.0012103321400087493 0.0014779052792109036 0.00031463839253473541 0.0015670374365550682 0.0018652467950018698 0.0016573729069216195 0.0011884117094233377 0.0014443247677078642 0.00078012056866035321 0.00086096003338444204 0.0013837096803891104 0.0011649584152187455 0.00068669519844833055 0.001673114625678591 0.0013861344674660661 0.0020355881490422916 0.0014241333202803972
leaf_weight=26 29 113 1545 120 28 69 237 21 35 58 52 32 96 22 45 37 50 75 31 20 37 52 20 43 36 29 23 35 80 25
leaf_count=26 29 113 1545 120 28 69 237 21 35 58 52 32 96 22 45 37 50 75 31 20 37 52 20 43 36 29 23 35 80 25
internal_value=0 0.00107134 0.00195913 0.000984459 0.00167437 0.00114571 0.00201611 0.00140769 0.00152459 0.00188862 0.00205401 0.00195822 0.00187992 0.00175124 0.00181323 0.000655582 0.00186581 0.00204268 0.00129018 0.000745688 0.000992387 0.00110931 0.00099346 0.00120193 0.00112363 0.000951579 0.00197022 0.00119516 0.00187969 0.00175497
internal_weight=0 590 2531 538 422 361 2109 188 104 234 1777 208 176 118 332 177 287 1725 160 140 257 144 107 129 108 65 52 55 180 100
internal_count=3121 590 2531 538 422 361 2109 188 104 234 1777 208 176 118 332 177 287 1725 160 140 257 144 107 129 108 65 52 55 180 100
is_linear=0
shrinkage=0.00126831


Tree=1595
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 2 4 0 15 150 13 4 0 3 132 13 160 1 16 15 475 16 131 1 3
split_gain=337.547 55.4892 32.3612 30.3791 27.0929 17.5551 10.4572 10.0906 9.75545 7.70492 6.77267 6.5962 7.21771 7.17983 3.93694 3.82619 3.73919 5.06661 3.3423 3.09866 3.54259 3.85267 2.98383 2.87635 2.46433 2.4438 2.15865 2.12507 1.94756 2.3605
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.17025000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.08696000000000001 -0.0044799999999999987 -1.0000000180025095e-35 0.083345000000000016 -0.016164999999999995 -0.095869999999999983 -0.07550999999999998 -0.039889999999999988 0.091440000000000007 0.11453000000000001 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 19 6 11 28 -5 14 15 12 13 -1 25 -4 -14 -18 -19 20 -3 -22 -13 -23 -24 -7 -15 -2 -6 -30
right_child=1 2 10 8 7 9 -8 -9 -10 -11 -12 22 16 26 -16 -17 17 18 -20 -21 21 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024378210705308296 0.002289823595202729 0.00084675270036759485 0.00048127392200442365 0.0019768643073083702 0.0021808017089098033 0.0022668392681069564 0.002685475019243128 0.0011118711785165856 0.0010998106986487267 0.0012260748983830348 5.7601388680827025e-05 0.0020608019597189988 0.0027665557714790273 0.001347649394329715 0.0014795431315242492 0.0009814518640255507 0.0022744929469813839 0.0017133330797377984 0.0021400540535323814 0.00053987584047054547 0.0015410112115797131 0.0011448821978737528 0.0019201969487289356 0.00056582716901269791 0.0013266542619069475 0.0019593160176912838 0.0018970430705894537 0.0017863038743877893 0.0014262041367536327 0.002003028320172425
leaf_weight=23 54 157 89 34 32 52 79 39 63 26 50 108 23 33 27 38 1173 35 368 32 32 59 29 20 21 334 20 20 21 30
leaf_count=23 54 157 89 34 32 52 79 39 63 26 50 108 23 33 27 38 1173 35 368 32 32 59 29 20 21 334 20 20 21 30
internal_value=0 0.00107573 0.000942557 0.00213091 0.00114119 0.00216077 0.00221541 0.00166549 0.00140723 0.00192281 0.000468975 0.00219515 0.00221946 0.00182215 0.00196667 0.000630933 0.00223835 0.00223064 0.00210299 0.000927977 0.000974318 0.00115475 0.00193742 0.000998286 0.00167091 0.00200074 0.00155497 0.00215374 0.00192562 0.00176551
internal_weight=0 673 599 2448 422 2351 1912 122 97 439 177 1833 1675 76 413 127 1599 1576 403 300 268 111 158 79 50 386 53 74 83 51
internal_count=3121 673 599 2448 422 2351 1912 122 97 439 177 1833 1675 76 413 127 1599 1576 403 300 268 111 158 79 50 386 53 74 83 51
is_linear=0
shrinkage=0.00131955


Tree=1596
num_leaves=31
num_cat=0
split_feature=1 3 2 4 0 4 401 0 12 150 13 45 4 1 2 16 52 2 2 472 3 3 13 2 16 0 16 51 15 3
split_gain=5.16285 1.37195 0.972029 0.775548 0.687737 0.659839 0.706455 0.61698 0.568309 0.528406 0.6585 0.52558 0.549074 0.989957 0.725008 0.462441 0.51492 0.514179 0.454146 0.45064 0.44145 0.905071 0.436301 0.421736 0.420967 0.657768 1.00619 0.629529 0.396274 0.386958
threshold=0.10124500000000002 -0.053259999999999995 0.31358000000000003 -0.03898999999999999 -0.04917499999999999 -0.17966999999999997 0.085900000000000018 0.18019500000000002 -0.12529499999999996 0.087675000000000017 0.05868000000000001 0.081955000000000014 0.053925000000000008 0.083345000000000016 0.090175000000000019 -0.45661999999999997 0.070205000000000017 0.10097500000000002 0.13913500000000004 -1.0000000180025095e-35 0.10299500000000002 0.12745000000000004 -0.0030199999999999997 0.10276500000000001 -1.0000000180025095e-35 -0.18901999999999997 -0.53943499999999989 -0.064959999999999976 -0.13843999999999998 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 19 23 22 8 11 -7 10 -6 12 18 14 -14 17 -17 -16 20 -2 -1 -22 -3 -5 25 26 -10 -26 -25 -27
right_child=1 2 -4 4 9 6 -8 -9 24 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 28 27 29 -28 -29 -30 -31
leaf_value=0.0010181278796414046 0.0006908451699080381 0.00052052245991875265 -0.00045845797682366249 0.0010150954223030666 0.00049357003608681055 0.00097182736272271274 -0.00038644390641191258 0.00030164847983638228 0.00037421650964979488 0.00089540031643831498 -0.00056777353030308642 0.0016821955440772412 0.0016927417291394459 0.00017496633478062201 0.00074418071839609727 0.00078931839617594297 2.3506077483457573e-06 0.001554311111306432 0.00033491501990316275 0.0013860850927752419 -9.3792146260832289e-05 0.0012278922369787912 0.0014075097173375187 0.0008917927040844641 0.00032341996699181922 0.000897037863379473 0.0016076796204959169 -0.0006134934860658049 -3.8567933960742037e-06 0.00028493379090307818
leaf_weight=1956 29 23 26 87 27 37 23 28 32 20 22 22 22 46 33 125 20 32 21 58 22 21 23 21 58 24 24 20 20 199
leaf_count=1956 29 23 26 87 27 37 23 28 32 20 22 22 22 46 33 125 20 32 21 58 22 21 23 21 58 24 24 20 20 199
internal_value=0 0.000544511 0.000398308 0.000796249 0.000638108 0.00044642 0.000389323 0.000973579 0.000434609 0.000271643 1.70484e-05 0.000981689 0.000974983 0.000785239 0.000906242 0.000823846 0.000680771 0.00114301 0.0010011 0.00115434 0.00100809 0.000551682 0.000964016 0.000835655 0.000378931 0.000461613 0.000902844 8.31857e-05 0.000454891 0.00035081
internal_weight=0 773 489 284 197 463 417 2348 394 69 49 2320 2298 278 232 210 145 65 2020 87 1999 43 46 128 357 279 56 78 41 223
internal_count=3121 773 489 284 197 463 417 2348 394 69 49 2320 2298 278 232 210 145 65 2020 87 1999 43 46 128 357 279 56 78 41 223
is_linear=0
shrinkage=0.00455379


Tree=1597
num_leaves=31
num_cat=0
split_feature=1 3 155 12 51 4 159 48 124 2 2 16 402 401 4 42 42 51 132 2 4 16 16 16 42 49 16 13 133 42
split_gain=4.18264 1.16035 0.785807 0.599526 0.593987 0.533487 0.516503 0.832297 0.505319 0.490806 0.476507 0.539837 0.687277 0.770876 0.709324 0.508921 0.980882 0.739637 1.0488 0.717407 1.28454 0.692537 0.666955 0.585374 0.624895 0.544076 1.01555 0.493967 0.578738 0.532244
threshold=0.10312500000000001 0.31534000000000006 0.11245500000000001 -0.42850999999999995 -0.42247999999999991 0.40124500000000002 -0.40873999999999994 0.15372000000000002 0.05852000000000001 0.15950500000000004 0.092365000000000017 -0.45661999999999997 0.095250000000000015 1.0000000180025095e-35 -0.064054999999999987 0.079510000000000011 0.085935000000000025 -0.096089999999999981 -0.066044999999999979 0.10803500000000001 -0.16363499999999997 0.27252000000000004 -0.073404999999999984 -0.094359999999999986 -0.062154999999999995 0.10347500000000003 0.38525000000000004 -0.070304999999999992 0.092470000000000011 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 10 -6 8 -8 -5 -1 -12 13 15 -14 17 -17 21 22 20 -20 -13 -19 -22 -25 26 27 28 -18 -29
right_child=1 3 -4 9 6 -7 7 -9 -10 -11 11 12 14 -15 -16 16 25 18 19 -21 23 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0010003768251578748 0.0012133404789151517 0.00050366950489847925 0.0011395969031746912 3.8739289055100611e-05 0.001130037317653605 0.00018058794216385966 0.00054447418527156131 -0.00052114083867139656 -0.00010527478415191289 -0.00091444970034965827 0.0012885693278182567 0.0018373294958632478 0.0020822235214431506 -0.00011838896375286995 0.00091855714311348642 0.0020037490406789498 0.00090551172252669322 0.0018564094246636825 0.0012280656862829467 -0.00019186649596336915 0.0008611390658154615 0.00081326735748351209 0.00064141275940777902 0.00043787706738054486 -0.0004003434202198775 0.00044436752481091877 0.0020156825888891388 0.001887466112681699 0.0001732025121329092 0.00093603319301680259
leaf_weight=1596 30 35 58 35 30 22 470 20 31 21 63 21 20 23 35 20 90 21 46 42 29 68 23 47 40 57 21 20 37 50
leaf_count=1596 30 35 58 35 30 22 470 20 31 21 63 21 20 23 35 20 90 21 46 42 29 68 23 47 40 57 21 20 37 50
internal_value=0 0.00051835 0.000592511 -2.40809e-06 0.000537896 0.00094463 0.000501121 0.000464907 0.00050427 -0.000318707 0.000951725 0.000851274 0.000812472 0.000768032 0.00134171 0.000800291 0.000949793 0.000669422 0.000531086 0.000382216 0.000531053 0.0010549 0.0012213 0.000254651 5.24883e-05 0.000873141 0.000985252 0.000875409 0.000692162 0.00120787
internal_weight=0 730 639 91 581 2391 551 521 501 56 2369 773 710 655 55 632 295 337 248 204 162 89 44 116 87 275 218 197 127 70
internal_count=3121 730 639 91 581 2391 551 521 501 56 2369 773 710 655 55 632 295 337 248 204 162 89 44 116 87 275 218 197 127 70
is_linear=0
shrinkage=0.00492917


Tree=1598
num_leaves=31
num_cat=0
split_feature=1 3 11 2 2 42 3 13 457 1 15 41 393 12 12 12 12 15 1210 475 3 52 3 150 3 0 150 1 2 49
split_gain=3.38794 0.947883 0.64622 0.517517 0.914988 0.684103 0.543384 0.914167 0.523043 0.573493 0.49593 0.855279 0.818735 0.579764 0.565694 0.807295 0.763435 0.594587 0.555324 0.740331 0.993559 1.08999 0.637001 0.759475 0.64719 0.900609 0.82872 0.613283 0.590015 0.567442
threshold=0.10312500000000001 0.31370500000000007 0.084110000000000004 0.11093500000000002 -1.0000000180025095e-35 -0.019989999999999997 -0.014944999999999998 -0.039649999999999998 -0.079829999999999984 0.10638500000000002 0.040760000000000005 0.07677500000000001 0.086030000000000009 0.081420000000000006 0.083310000000000009 0.083785000000000012 0.084100000000000022 0.13592500000000005 -0.0084249999999999985 -0.084169999999999981 -0.15447499999999995 -0.083374999999999991 -0.079594999999999985 -0.090724999999999986 -0.081924999999999984 -0.089269999999999988 0.089910000000000018 0.077565000000000009 0.093175000000000022 0.12595000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 6 -5 -2 -8 -6 -10 12 13 18 -12 -15 -16 -17 -18 -1 -20 21 -21 23 -22 26 -26 27 -25 -27 -24
right_child=1 -3 -4 5 8 -7 7 -9 9 -11 11 -13 -14 14 15 16 17 -19 19 20 22 -23 29 24 25 28 -28 -29 -30 -31
leaf_value=0.0001662272664370914 0.0005555852753581866 2.6128126861306146e-05 0.00082916789569808071 -0.00053316259555815564 0.0014092069082467385 0.00034805640950842838 0.00044911053922801241 -0.00080886660410316885 0.00011675535448306203 0.00077219142439280885 0.0013266322827007206 0.0015272612251741079 -0.00010879408674990014 0.00010329113172913138 0.0016689099558032214 5.0696370283321322e-05 0.00084977365918095674 0.00025315012595400395 0.0010174840641353578 0.0009607050139040273 0.0017299875926233119 -0.00037194756019199237 0.000677975959134708 0.00071966761913014776 0.00073722611096631308 0.0011038144398518852 0.00012876046026292994 0.0013150659546916942 0.0020273573208643286 0.00015251280108093847
leaf_weight=34 42 103 102 20 21 211 25 23 34 149 47 38 24 23 23 27 916 36 190 20 20 35 457 246 65 32 43 42 26 47
leaf_count=34 42 103 102 20 21 211 25 23 34 149 47 38 24 23 23 27 916 36 190 20 20 35 457 246 65 32 43 42 26 47
internal_value=0 0.000430988 0.000497496 0.000433056 0.000559789 0.00027176 0.000177316 -0.00015367 0.000728527 0.000650416 0.000785423 0.000855877 0.000724373 0.000832078 0.0008094 0.000825609 0.000805797 0.000827212 0.000740281 0.00075624 0.000708189 0.000112653 0.000741681 0.00086152 0.000823262 0.00110531 0.000718452 0.000806497 0.00151782 0.000628974
internal_weight=0 730 627 525 294 231 90 48 204 183 2391 1110 1281 1072 1025 1002 979 952 1257 1223 1033 55 978 474 454 123 331 288 58 504
internal_count=3121 730 627 525 294 231 90 48 204 183 2391 1110 1281 1072 1025 1002 979 952 1257 1223 1033 55 978 474 454 123 331 288 58 504
is_linear=0
shrinkage=0.00455379


Tree=1599
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 12 4 2 2 14 47 2 49 52 1 124 0 12 4 1 4 3 50 2 1 43 0 15
split_gain=314.111 36.9019 33.3849 21.8698 19.4856 16.5752 12.4421 11.4238 8.95137 8.61186 8.36069 6.65208 6.33237 5.83513 5.18339 4.01884 4.99993 4.94994 3.94766 5.74617 3.8752 3.70069 3.67253 4.3351 3.65592 3.01709 2.89863 2.68058 2.53399 3.77347
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -0.17966999999999997 0.090285000000000018 0.033845000000000007 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.077555000000000013 0.11389000000000002 -0.012034999999999999 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.097024999999999986 0.13597000000000004 -0.04890499999999999 0.12958500000000003 -0.059649999999999988 0.090900000000000009 0.041865000000000006 0.31358000000000003 0.13436000000000001 -0.081289999999999987 -0.11242999999999999 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 12 9 -6 11 18 -3 21 28 13 22 -2 16 17 -8 -9 -20 -12 -11 -1 -24 25 -7 -22 -18 29 -4
right_child=1 5 7 -5 6 24 15 8 -10 10 20 -13 -14 -15 -16 -17 27 -19 19 -21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020299516209358812 0.0011283245995493728 0.00050553143111855929 0.0021247617293026198 0.00083092374716402077 0.0020519772971156723 0.00027919155419025275 0.00095829972619274051 0.0023211844778899125 0.0016110347636429734 0.0018131971071440967 0.0013580773573196403 0.0025160516484539685 0.0023126424140340689 0.0011021167979441901 0.0018267706549553256 0.001634452176256466 0.0011126534721314575 0.0016512719169394922 0.0019251976169421601 0.0013190085281161452 0.00085316464262966466 0.0010741608246081673 0.0018025977638539568 0.0012119501503350064 0.0006747937429967489 -0.00025544680827160708 0.00039776661726409734 0.00063389686539654946 0.0020453155238398619 0.0013784943518811211
leaf_weight=71 20 90 20 74 28 51 30 37 171 22 20 46 35 20 92 23 33 34 735 25 128 20 83 25 23 24 26 40 1053 22
leaf_count=71 20 90 20 74 28 51 30 37 171 22 20 46 35 20 92 23 33 34 735 25 128 20 83 25 23 24 26 40 1053 22
internal_value=0 0.000897163 0.00190466 0.00135547 0.0015854 0.000686159 0.00128731 0.00196854 0.00186918 0.000828693 0.000963343 0.00205283 0.0018249 0.00173911 0.00170205 0.00115349 0.00107274 0.00132644 0.00192457 0.00190526 0.000843153 0.00146128 0.00181028 0.00166587 0.000241105 0.000108107 0.000776279 0.000850321 0.00203337 0.00173386
internal_weight=0 590 2531 186 422 404 188 2109 968 306 216 1141 234 199 112 160 137 64 797 760 174 42 179 108 98 75 154 73 1095 42
internal_count=3121 590 2531 186 422 404 188 2109 968 306 216 1141 234 199 112 160 137 64 797 760 174 42 179 108 98 75 154 73 1095 42
is_linear=0
shrinkage=0.00124344


Tree=1600
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 47 14 4 2 34 4 2 0 15 150 2 4 47 12 12 4 4 12 13 0 0 31 131
split_gain=318.954 57.462 33.8207 25.1 19.6012 13.6938 11.6458 10.6338 10.3883 7.96165 6.7519 6.91223 6.62866 6.13824 4.54093 8.54043 4.46534 4.37856 4.2355 3.75685 3.69689 3.09266 3.283 3.07583 2.8397 2.7343 2.69273 2.97825 2.55111 2.53574
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.10188000000000001 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.13754500000000003 -1.0000000180025095e-35 0.24564500000000003 0.13501500000000002 -0.11173999999999999 -0.10469999999999999 1.0000000180025095e-35 0.094835000000000017 0.033845000000000007 0.090100000000000013 0.10345000000000001 0.087765000000000024 -0.52556499999999995 0.024790000000000003 0.095780000000000018 0.0049450000000000006 -0.060129999999999996 0.11070500000000001 -0.077289999999999984 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 19 8 17 10 12 -6 11 28 14 16 15 -5 24 -1 21 -3 -13 22 -16 -17 -7 -24 -23 -28 -4 -12
right_child=1 2 7 5 9 13 -8 -9 -10 -11 29 20 -14 -15 18 23 -18 -19 -20 -21 -22 26 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0030209786661711592 0.0028437797592795748 0.001452061587113254 0.0010928951579386125 0.003284147633844714 0.0026057735658770167 0.0028068887255508919 0.0017039272500361774 0.0018489819198090607 0.0033664520185145738 0.0017271890814997716 0.00059673476154096248 0.0012636554922829614 0.0021114857892664467 0.0019845042334159912 0.0035259585237371756 0.0021229123894550717 0.0019891577785186962 0.0022920967863112513 0.0025537980001783069 0.0020024433963967601 0.0019774130618035036 0.0028351366848532564 0.0029456998614657199 0.002765116326288692 0.0025238076426259957 0.0024015547724033177 0.0020533636908902442 0.0028357498482702121 0.00038507450144945168 0.0011794458625167443
leaf_weight=28 74 190 22 26 69 145 66 34 83 34 94 59 28 39 21 58 24 52 95 32 22 821 705 23 170 21 21 22 23 20
leaf_count=28 74 190 22 26 69 145 66 34 83 34 94 59 28 39 21 58 24 52 95 32 22 821 705 23 170 21 21 22 23 20
internal_value=0 0.00160838 0.00145576 0.00276349 0.00177998 0.00280139 0.002166 0.00107119 0.00285219 0.00231576 0.000961005 0.00119809 0.002829 0.00254281 0.00284009 0.00254313 0.00260704 0.00254721 0.00285871 0.0015314 0.00145752 0.00287669 0.00294672 0.00230527 0.00265411 0.00292996 0.00281615 0.00245365 0.00073112 0.000698965
internal_weight=0 673 599 2448 325 2302 146 274 1924 103 240 126 1841 378 1813 107 339 80 1706 222 81 1611 747 81 315 726 864 43 45 114
internal_count=3121 673 599 2448 325 2302 146 274 1924 103 240 126 1841 378 1813 107 339 80 1706 222 81 1611 747 81 315 726 864 43 45 114
is_linear=0
shrinkage=0.00148603


Tree=1601
num_leaves=31
num_cat=0
split_feature=1 3 39 124 376 4 0 150 4 15 13 42 52 2 3 3 42 11 4 133 1212 1212 4 3 4 130 402 1 2 3
split_gain=4.89844 1.13657 0.791363 0.609265 0.704443 0.582814 0.799763 0.676794 0.82425 0.581351 0.485625 0.727163 1.14778 0.844434 0.579485 0.925637 0.561187 0.527095 0.915331 0.493951 0.48228 1.24644 0.559149 0.855204 0.851884 0.780665 0.743423 0.611509 1.00989 0.591624
threshold=0.10337500000000001 0.30112000000000005 0.087735000000000021 -0.076779999999999987 0.085090000000000013 -0.39518999999999993 -0.040504999999999992 0.12314500000000002 -0.03898999999999999 -0.43375999999999998 0.038215000000000006 0.10077000000000001 0.4002400000000001 0.11237500000000002 -0.14477499999999996 -0.10831999999999999 0.11934000000000002 0.086080000000000018 -0.15464999999999998 0.15630500000000003 0.12218000000000002 0.11387000000000001 -0.081114999999999979 0.092670000000000016 0.0045450000000000013 0.09364500000000002 0.13924000000000003 0.08864000000000001 0.094835000000000017 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 7 8 -7 -8 14 12 13 17 -5 -16 20 18 -12 -18 21 22 25 26 -25 27 29 -17 -29 -24
right_child=1 -3 -4 10 -6 6 9 -9 -10 -11 11 -13 -14 -15 15 16 19 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00052165530190521436 0.0015311239740109796 0.00017340376245504938 0.00046093314591898107 0.0018622777325142744 0.0017890517839627251 0.0018998480987684652 0.00099282228517814366 -3.0034911863008435e-05 0.00093690960111797916 -0.00021164291996691808 0.0022212134946184461 0.0020814991866055983 -0.00041727817517353912 0.00014231939397512839 0.00025980153590868629 0.0014721029444033492 0.00018299584711045798 0.00026349358618579837 0.0011206027659400519 0.0011843100387315072 0.0018572374603955486 -0.00018204161395783043 0.0012663935171582906 -0.00046456038887589398 0.0010982574511233596 0.00041737409197980114 0.0001437071667021591 0.0028628499054963786 0.0012210950176956203 0.001709941736294624
leaf_weight=76 53 127 175 66 20 37 23 22 242 39 32 23 20 31 31 414 29 20 185 46 60 20 1057 20 34 23 20 31 24 121
leaf_count=76 53 127 175 66 20 37 23 22 242 39 32 23 20 31 31 414 29 20 185 46 60 20 1057 20 34 23 20 31 24 121
internal_value=0 0.000689111 0.000799931 0.00125471 0.000785696 0.000942539 0.000856602 0.000984604 0.00106461 0.000235175 0.00127423 0.00105338 0.000971273 0.0010749 0.00130864 0.00128971 0.00130652 0.00119688 0.0012829 0.000797135 0.00132747 0.00130945 0.00132655 0.00125911 0.000519436 0.00149818 0.00129245 0.00155118 0.00214645 0.00131195
internal_weight=0 718 591 2403 96 416 363 301 279 62 2307 311 288 268 1996 1930 1899 237 217 75 1824 1764 1744 1252 54 492 1198 469 55 1178
internal_count=3121 718 591 2403 96 416 363 301 279 62 2307 311 288 268 1996 1930 1899 237 217 75 1824 1764 1744 1252 54 492 1198 469 55 1178
is_linear=0
shrinkage=0.00600863


Tree=1602
num_leaves=31
num_cat=0
split_feature=1 2 133 10 376 454 12 51 51 149 47 133 15 151 10 39 0 3 16 0 4 12 43 0 16 2 44 3 132 131
split_gain=3.96774 1.02809 1.00088 0.95789 0.795068 0.750157 0.746371 0.675024 0.861392 0.590683 0.535083 0.85469 0.883585 1.16938 0.508179 0.460969 0.459465 0.456341 0.534222 0.852539 0.518532 1.10611 0.970745 1.06795 0.495225 0.567008 0.493323 0.585223 0.421724 0.459339
threshold=0.10337500000000001 0.13622000000000004 0.089200000000000015 0.09820000000000001 0.088055000000000008 -0.037229999999999992 -0.054684999999999991 0.11381000000000001 0.092790000000000011 0.077335000000000015 0.085505000000000012 0.089755000000000015 -0.41942499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001 -0.084804999999999978 0.10299500000000002 0.27776000000000006 -0.11242999999999999 -0.42529999999999996 0.09320500000000001 -0.53814999999999991 0.051010000000000007 0.22339500000000004 0.097220000000000015 1.0000000180025095e-35 0.092670000000000016 0.31127000000000005 0.089915000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 5 6 -2 -4 8 9 -7 11 12 -3 -14 16 17 -1 20 19 -19 21 24 -22 26 -16 -26 27 28 29 -24
right_child=1 10 4 -5 -6 7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00089153392233810326 -0.00017953422954132713 0.00037364055369885831 -0.00098747862066107827 -0.00011710004941500961 0.00079575932999126494 0.00074552929786212991 0.00032819966367655441 0.0014430277287980559 -0.00020985724009946861 0.0015970054543975431 0.00068425513085073675 0.00095128035628230096 0.00027123714744876898 -0.0010490808968710746 0.002019947475911723 0.00038230965929964575 -0.0001523862528266718 0.00089337022264821561 0.0011664966323590227 -0.00052862582256231233 0.0019465226610949407 0.00036167050717237682 0.00092592275029747132 0.00015019226378137134 0.0017148800097121443 0.0006349452179361595 0.0017144831796630897 0.00018700812577710928 0.00026697571370074707 0.0011555979494152046
leaf_weight=21 20 49 22 33 22 345 20 36 22 21 40 21 28 39 34 36 20 21 21 20 23 24 1786 42 27 21 20 25 22 240
leaf_count=21 20 49 22 33 22 345 20 36 22 21 40 21 28 39 34 36 20 21 21 20 23 24 1786 42 27 21 20 25 22 240
internal_value=0 0.00050878 0.000615468 0.000693128 3.66589e-05 0.000753347 -0.000360965 0.000797351 0.000737443 0.000794384 0.000182689 3.62464e-05 -0.000129406 -0.000497306 0.000926373 0.000935817 0.000382305 0.000944384 0.000527172 0.000199714 0.000955809 0.0012924 0.000939276 0.000928425 0.0015648 0.00124241 0.000944042 0.000936609 0.000945759 0.00095313
internal_weight=0 718 541 477 64 444 42 424 388 366 177 137 116 67 2403 2362 41 2326 62 41 2264 106 2158 2135 82 48 2093 2073 2048 2026
internal_count=3121 718 541 477 64 444 42 424 388 366 177 137 116 67 2403 2362 41 2326 62 41 2264 106 2158 2135 82 48 2093 2073 2048 2026
is_linear=0
shrinkage=0.00492917


Tree=1603
num_leaves=31
num_cat=0
split_feature=1 156 0 457 13 2 15 1 1 15 1 12 47 39 49 96 0 0 40 13 484 159 16 16 457 2 1 474 0 133
split_gain=3.23628 0.763659 1.33733 1.18214 1.15411 1.05328 1.21907 1.04347 0.859975 0.707786 0.658763 0.751323 0.60652 0.596405 0.586082 0.568265 1.50699 0.675838 0.708776 0.527072 0.522385 0.608414 0.569878 1.21477 0.667535 0.454204 0.959983 0.843039 0.887289 0.904305
threshold=0.11146500000000002 0.10339000000000002 -0.019414999999999998 0.094310000000000019 -0.011914999999999999 0.11362000000000001 -0.26481999999999994 0.14860500000000001 0.11453000000000001 -0.0088349999999999974 0.091195000000000012 -0.010834999999999999 0.11227500000000001 0.095830000000000012 0.036705000000000008 0.083725000000000008 -0.068189999999999987 -0.14454499999999995 -0.081029999999999977 1.0000000180025095e-35 -0.020124999999999994 0.014475000000000003 -0.081299999999999983 -0.092124999999999985 0.049680000000000009 0.085730000000000015 0.08864000000000001 0.085445000000000007 -0.11242999999999999 0.0068000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 -3 6 -2 19 -8 13 25 15 14 -7 20 16 17 18 -12 -4 -13 22 23 -22 -24 27 -27 28 29 -1
right_child=1 4 7 -5 -6 9 8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023485670671331044 6.0945677968607917e-05 0.0004717158928867733 0.00044872199168884331 -0.00066898780022796485 0.002159898394138987 0.00064476723163595854 0.0022623330090212742 -0.0012944370187797302 0.0010200298301144529 -0.0006628922150439631 0.00083573608402074805 0.0014743561867589052 -6.4129359133639557e-05 -9.9683751154924828e-05 0.0017626460524603268 0.0011926745670728758 -0.0012008915740578238 0.001173147689793643 -0.00057125599349325067 -0.00065598077754897011 0.0008411103617824889 4.153702696561736e-05 0.001109331965746606 -0.00074370155312463695 5.2122417192439815e-05 0.00094940734618853713 -0.0001287479972802771 0.0004028522689886162 0.0010964894168787221 0.00088451322261173446
leaf_weight=38 34 37 45 25 20 138 23 23 80 20 22 41 21 46 25 22 20 32 24 20 69 31 217 20 21 1364 27 50 545 21
leaf_count=38 34 37 45 25 20 138 23 23 80 20 22 41 21 46 25 22 20 32 24 20 69 31 217 20 21 1364 27 50 545 21
internal_value=0 0.000446322 0.000368764 0.000519448 0.00106406 0.000606577 0.000990571 -0.000257945 0.00129744 0.000348699 0.000939058 0.000767922 0.000875141 0.000458654 0.000921662 0.000370315 0.000185704 0.000541241 0.000101653 0.000108813 0.000868969 0.000799636 0.000871505 0.000484973 0.00101605 0.00098634 0.00092848 0.0011094 0.00116789 0.00182746
internal_weight=0 511 454 366 57 341 137 88 103 204 2610 565 445 184 424 120 98 78 46 65 399 358 327 89 238 2045 1391 654 604 59
internal_count=3121 511 454 366 57 341 137 88 103 204 2610 565 445 184 424 120 98 78 46 65 399 358 327 89 238 2045 1391 654 604 59
is_linear=0
shrinkage=0.00566207


Tree=1604
num_leaves=31
num_cat=0
split_feature=1 4 484 1 2 4 12 48 49 1 15 484 160 48 15 147 52 1 12 0 43 13 12 3 4 0 16 1 12 133
split_gain=2.63933 1.33403 0.910569 0.740621 0.645219 0.651763 0.625002 0.886678 0.816645 0.643986 0.56311 0.540626 0.814359 0.511121 0.548585 0.620113 0.561328 0.581288 0.517726 0.489644 1.2183 1.04385 0.634671 0.527603 0.7016 0.515681 0.577868 0.925454 0.764949 0.543028
threshold=0.095950000000000021 -0.0086549999999999978 -0.020124999999999994 0.13743000000000002 0.31358000000000003 -0.0047449999999999992 -0.010834999999999999 0.083685000000000009 -0.097394999999999995 0.097115000000000021 -0.15914499999999995 0.096415000000000015 -0.0071899999999999993 0.13983000000000004 -0.24436499999999997 0.097985000000000017 -0.081934999999999994 0.099990000000000009 -0.089199999999999988 0.030935000000000004 -0.071629999999999985 -0.0072999999999999992 0.09857500000000001 0.095270000000000007 0.0033150000000000007 -0.047369999999999995 0.042200000000000008 0.080270000000000022 0.10227500000000002 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 6 5 -3 7 -4 -8 -10 -1 12 -7 14 -14 16 -16 -18 -19 23 21 -21 -22 25 -25 26 29 28 -28 -12
right_child=1 4 3 -5 -6 11 8 -9 9 -11 19 -13 13 -15 15 -17 17 18 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014829168665779491 0.0019187117541101576 -0.00066845846391146006 -0.0005114557942223209 -0.00020519858202474599 -0.00060990632075523727 0.00094181859774713898 0.0021755243274678851 0.00087685522779003494 -0.0001103327423138207 0.0010284082024607951 0.001045089223764226 -0.00033948063702039853 0.0001096820938574964 -0.00056469319061075917 0.0014237463832176699 -0.00038739079646169796 -0.0002350326456994925 0.0016455848503154238 0.00057285027127387952 0.00079461709801822706 0.0012498750561333891 -0.0010839053619802188 1.5740172276045489e-05 -0.00048039986272360258 0.001085751679240221 0.0015981813931248902 0.00093578329152074833 -0.00038812712685857908 -0.00017983541483893148 0.00074153214272009631
leaf_weight=72 28 20 27 27 24 122 21 48 21 167 1398 30 132 21 35 21 28 20 109 20 72 25 20 22 21 48 206 27 26 263
leaf_count=72 28 20 27 27 24 122 21 48 21 167 1398 30 132 21 35 21 28 20 109 20 72 25 20 22 21 48 206 27 26 263
internal_value=0 0.000556464 0.000860108 0.000764799 0.000373305 0.000417166 0.000857017 0.000377063 0.00102925 0.000901208 0.00094977 0.000459082 0.000508174 0.000363625 0.000420132 0.000612523 0.000721888 0.000565423 0.000739166 0.000931899 0.000577376 -0.000249006 0.000981585 0.000956051 0.000284465 0.000970725 0.000955038 0.000685777 0.000810757 0.000997024
internal_weight=0 901 339 311 562 538 284 75 209 188 2220 518 488 366 345 213 192 157 129 2148 137 45 92 2011 43 1968 1920 259 232 1661
internal_count=3121 901 339 311 562 538 284 75 209 188 2220 518 488 366 345 213 192 157 129 2148 137 45 92 2011 43 1968 1920 259 232 1661
is_linear=0
shrinkage=0.0061288


Tree=1605
num_leaves=31
num_cat=0
split_feature=1 133 3 31 2 484 8 49 44 1 1186 150 457 3 4 2 3 39 12 4 1454 1454 1212 49 52 42 1185 150 151 2
split_gain=2.14552 0.635454 1.04845 0.582876 0.522244 0.765758 0.519204 0.619366 0.514897 0.535367 1.02429 0.76239 0.635465 0.731955 0.631534 0.787925 0.674836 0.575109 0.611373 0.889087 0.584185 1.33449 0.697265 0.635909 0.835058 0.772531 0.584103 0.572678 0.693073 0.649441
threshold=0.11146500000000002 -0.24227499999999996 0.63141500000000017 -0.018414999999999997 0.092235000000000025 -0.076559999999999975 0.091215000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.085760000000000017 0.060550000000000007 -0.099594999999999975 0.041220000000000007 0.10732000000000001 0.00063500000000000004 0.086950000000000013 -0.086424999999999988 0.10166000000000001 0.087695000000000009 -0.15764999999999998 0.10234000000000001 0.083800000000000013 0.10654500000000001 0.10671500000000002 -0.19683499999999995 0.083865000000000009 0.089620000000000019 1.0000000180025095e-35 0.079100000000000018 -0.055814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 6 -6 7 -5 9 12 11 -11 13 17 15 -14 -17 18 20 -20 21 22 23 24 25 -1 -21 -13 29 -29
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 27 14 -15 -16 16 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.002286819474964757 0.0011553640807324475 -0.00019498000204456076 -0.00084550037625275151 0.0015893370412871852 -0.00068279889278163462 0.00033785576146625092 -1.4156220322306104e-05 0.00061497306335106386 0.0012997690208509957 -0.0003322558003765741 -0.00050940142775208477 0.0006903057988227548 0.0016688260365236014 -0.00026483681807104749 0.0017818011227397857 0.00018564351271346339 0.0011831864724417022 -3.888274319080846e-05 -0.00011787344968257641 0.00063683295522344151 0.0016474221267719267 -0.00048384661009422038 -9.1961684123805575e-05 3.8768888835697405e-05 0.00084067369558656123 0.00096109466027149884 0.0014672398472782287 -0.00024757968232526773 -0.00034871075484478641 0.00066102175561898321
leaf_weight=20 22 48 20 20 20 262 25 94 33 22 22 596 24 20 25 40 30 26 39 801 21 20 20 23 612 25 22 24 29 116
leaf_count=20 22 48 20 20 20 262 25 94 33 22 22 596 24 20 25 40 30 26 39 801 21 20 20 23 612 25 22 24 29 116
internal_value=0 0.000319475 0.000281868 0.000329943 0.000389792 0.000265469 0.000642017 0.000785914 0.000675726 0.000667735 0.000560605 0.000590517 0.000716755 0.000691149 0.00107158 0.000882693 0.000613162 0.000702886 0.000714918 0.000623881 0.00082082 0.000796711 0.000833298 0.000860511 0.000889279 0.00155031 0.000659031 0.000617054 0.000358722 0.000505262
internal_weight=0 511 489 469 421 282 139 114 2610 2577 809 787 1768 1649 119 94 70 1629 1603 862 741 720 700 680 657 45 823 765 169 140
internal_count=3121 511 489 469 421 282 139 114 2610 2577 809 787 1768 1649 119 94 70 1629 1603 862 741 720 700 680 657 45 823 765 169 140
is_linear=0
shrinkage=0.00502775


Tree=1606
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 4 4 0 2 3 47 11 52 4 3 49 12 4 47 4 40 16 49 16 1 1 16 50
split_gain=350.275 43.683 38.6338 23.5127 22.5724 16.8588 13.2633 13.2171 12.7796 8.87946 8.48074 8.20757 7.10882 6.07977 5.74253 5.286 9.21983 5.01286 4.86509 4.22502 4.20295 4.0936 3.79209 3.70225 3.40307 4.50082 3.56818 3.2177 2.75892 2.74032
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 -0.025214999999999998 -0.17966999999999997 0.053180000000000012 -0.079119999999999982 0.11177500000000001 -0.11171999999999999 0.077555000000000013 1.0000000180025095e-35 0.048770000000000008 -0.046564999999999988 0.092670000000000016 -0.012034999999999999 0.13597000000000004 0.27834500000000006 0.091680000000000011 -0.011209999999999999 -0.087679999999999994 -0.008904999999999998 -0.063424999999999981 -0.088909999999999989 0.10089500000000001 0.13075500000000004 -0.44310499999999992 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 17 6 22 -5 9 13 -8 -1 15 -4 -7 -13 -17 -2 29 28 24 -12 -3 -23 26 -26 -9 -6 -10 -11
right_child=1 5 8 7 27 14 10 20 19 18 21 12 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016399604599287407 0.0015959094038749361 0.00043606297081662503 0.0026523332024198584 0.0026235372592240814 0.0014337631012363993 0.00018481759247594419 0.0020385624500059668 0.0020468348840374032 0.0025610178232573929 0.0024418293568259186 0.0018174925123470968 0.0027316221328985307 0.0031104086565705044 0.0030884326655820364 0.00092650778370207787 0.0023961364120898337 0.0013709975700254555 0.0023848969486430643 0.0018358685794827541 0.0016461430352447829 0.0020320347878414759 0.0013098373788342226 0.00098494286457495648 0.00066306054073080576 0.0016229706759330737 0.00091198252201389813 0.0013239030822218036 0.0007975166384581562 0.0022119771774478606 0.0026824512027181285
leaf_weight=26 20 32 1190 28 50 57 39 30 66 463 22 58 32 69 34 96 22 92 24 21 31 65 130 25 34 39 26 24 154 122
leaf_count=26 20 32 1190 28 50 57 39 30 66 463 22 58 32 69 34 96 22 92 24 21 31 65 130 25 34 39 26 24 154 122
internal_value=0 0.00126677 0.00248887 0.00209437 0.00183956 0.00100306 0.00116039 0.00171823 0.00256781 0.00260774 0.00146493 0.00239657 0.00249115 0.00267623 0.000461933 0.00237855 0.00220501 0.00224401 0.00246615 0.00225826 0.0015598 0.00126519 0.000876522 0.00113018 0.00144632 0.00124313 0.00171119 0.00122741 0.00231669 0.00249201
internal_weight=0 590 2531 422 186 404 313 188 2109 1868 151 234 208 1259 91 176 118 112 609 241 160 112 162 90 129 73 56 74 220 585
internal_count=3121 590 2531 422 186 404 313 188 2109 1868 151 234 208 1259 91 176 118 112 609 241 160 112 162 90 129 73 56 74 220 585
is_linear=0
shrinkage=0.00142833


Tree=1607
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 0 1 2 4 4 0 15 0 4 0 1 49 123 156 158 42 157 49 51 15 51
split_gain=157.411 18.0468 17.0146 10.5854 9.43402 8.09363 5.39304 4.91986 6.39943 4.28175 4.08358 3.76275 3.44004 3.09926 4.07634 3.28623 3.15865 3.07445 5.75592 2.44313 2.42069 2.35402 2.21221 2.15489 2.10872 2.03596 2.02483 1.98161 2.93232 1.95744
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10060500000000001 0.27834500000000006 0.14753000000000002 0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13027499999999997 0.09253500000000002 0.15109000000000003 -0.062539999999999984 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.079119999999999982 -0.39518999999999993 -0.060129999999999996 0.078340000000000007 -0.012034999999999999 0.10695000000000002 0.091255000000000017 0.085900000000000018 0.11688500000000002 -0.23976499999999998 -0.054319999999999993 0.086310000000000012 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 20 7 13 -3 -9 -5 -4 24 -10 14 15 -1 25 19 -19 -18 -2 -14 -21 29 -11 -16 -12 28 -7 -15
right_child=1 5 10 9 -6 27 -8 8 12 11 26 -13 21 23 16 -17 17 18 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001962503774823471 0.0011128898333496607 0.00059796180681966787 0.0016183489362754401 0.0012051432743172196 0.00090604250178813049 0.00058348009781459815 0.0021904634257529907 0.0016324885458195604 0.0014312919536384812 0.0016991491188831963 0.0012467886905895326 0.0010460286792740026 0.00089317875091908245 0.0011519975480506117 0.0014411941314439892 0.0013195520676851727 0.0016804482049776405 0.0017411561684643447 0.0011229449950176803 0.002463154539403589 0.0016611629534425824 0.00037066803701827104 0.0018603462760373723 0.0019817918845751559 0.0013457348045634889 0.0018899544381793657 0.00078319621033088357 0.00067343371023733019 -3.9068043421603423e-05 0.0016241150959135644
leaf_weight=23 20 90 34 53 74 29 79 28 22 368 40 21 146 21 21 55 32 319 34 27 92 20 23 29 38 1155 37 36 33 122
leaf_count=23 20 90 34 53 74 29 79 28 22 368 40 21 146 21 21 55 32 319 34 27 92 20 23 29 38 1155 37 36 33 122
internal_value=0 0.000933626 0.00175288 0.00177796 0.00130178 0.000764127 0.00182495 0.000878536 0.000995442 0.00158805 0.00120607 0.00163558 0.000900563 0.00180943 0.00182804 0.00150914 0.00184348 0.00173949 0.00168161 0.00198863 0.00156326 0.000830226 0.00218586 0.00162678 0.00166607 0.00188194 0.00102402 0.000406891 0.000252124 0.00155478
internal_weight=0 590 2531 2420 186 404 1940 306 216 480 111 427 188 1861 1689 78 1611 435 353 82 112 166 50 172 406 1176 77 98 62 143
internal_count=3121 590 2531 2420 186 404 1940 306 216 480 111 427 188 1861 1689 78 1611 435 353 82 112 166 50 172 406 1176 77 98 62 143
is_linear=0
shrinkage=0.00142833


Tree=1608
num_leaves=31
num_cat=0
split_feature=1 1 123 11 45 155 4 1 2 1 48 51 2 133 8 3 2 9 132 123 15 50 13 52 392 13 130 3 3 0
split_gain=3.27648 0.83256 0.783493 0.638106 0.6408 0.596866 0.513814 0.526824 0.671464 0.587744 0.490497 0.600042 0.504914 0.806699 0.655555 0.812566 0.614249 0.69835 0.48062 0.56868 0.508767 0.477577 0.461988 0.459206 0.450315 0.493115 0.742104 0.717822 0.863861 0.615613
threshold=0.10337500000000001 0.16773500000000005 0.12630500000000003 0.10177000000000001 0.10526500000000001 0.084785000000000013 0.042705000000000007 0.083345000000000016 0.088665000000000008 0.093205000000000024 0.15372000000000002 0.14122000000000004 0.11362000000000001 0.089405000000000012 0.089545000000000013 -0.13309499999999996 -0.0050599999999999994 -0.08477999999999998 0.093030000000000015 0.090135000000000007 -0.0088349999999999974 -0.23452499999999996 -0.088319999999999996 -0.049749999999999996 1.0000000180025095e-35 0.030370000000000005 -1.0000000180025095e-35 -0.14186499999999996 -0.10519499999999998 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 10 21 8 -8 -9 11 12 13 14 15 -2 17 -17 19 20 22 -1 -14 -24 25 27 -27 -23 -29 -30
right_child=1 -3 -4 -5 -6 -7 7 9 -10 -11 -12 -13 18 -15 -16 16 -18 -19 -20 -21 -22 24 23 -25 -26 26 -28 28 29 -31
leaf_value=0.001795519801217725 0.0018356502062265255 -0.00051703844724344697 -0.0005263436012753718 0.0015183641894499723 0.00151113935095824 0.0010088485570952407 0.001816658742941409 -0.00045179997509035299 0.00078136334129838255 0.00064552984933325395 -0.00038842907908788205 0.001416755708939716 2.2294560571092716e-05 -8.8568315935543538e-05 -0.00020329959058052117 0.00081831947469114129 0.00087876594214762391 -0.00053528198811717096 -0.00053520374363236472 0.00096000365519243065 -0.00052245743546862995 0.0015944484491061052 0.0013396134802385082 0.00036702532779982877 0.0016724032824635175 -7.98014428525192e-05 0.00084579861536937279 -0.0001422588488892684 0.00057925010104670628 0.0010183569021618025
leaf_weight=22 22 23 20 22 21 70 21 21 239 53 20 21 73 43 21 24 158 23 21 38 25 60 21 52 28 30 242 21 105 1561
leaf_count=22 22 23 20 22 21 70 21 21 239 53 20 21 73 43 21 24 158 23 21 38 25 60 21 52 28 30 242 21 105 1561
internal_value=0 0.000522041 0.000556428 0.00058851 0.000557183 0.000525485 0.000949394 0.000747368 0.000864983 0.000334125 0.00046528 0.000496782 0.0004597 0.000613333 0.000735033 0.000821839 0.00071304 0.000155919 0.000265322 0.000345758 0.000209259 0.000982008 0.000334553 0.000646811 0.000973264 0.000963569 0.00074371 0.0009978 0.000976579 0.000990682
internal_weight=0 718 695 675 653 632 2403 334 260 74 562 542 521 291 248 227 205 47 230 209 171 2069 146 73 2047 2019 272 1747 1687 1666
internal_count=3121 718 695 675 653 632 2403 334 260 74 562 542 521 291 248 227 205 47 230 209 171 2069 146 73 2047 2019 272 1747 1687 1666
is_linear=0
shrinkage=0.00555105


Tree=1609
num_leaves=31
num_cat=0
split_feature=1 11 4 3 16 15 43 402 12 4 2 30 8 51 13 52 13 374 39 482 133 2 3 3 11 12 41 42 13 15
split_gain=2.65395 0.732032 0.620608 0.680182 0.707181 0.670003 0.606269 0.477031 0.848684 0.446152 0.410737 0.634496 0.736951 0.624463 0.635778 0.810955 0.508908 0.416249 0.409813 0.409492 0.400127 0.396996 0.814942 1.67266 0.591945 0.925589 1.49555 0.502349 0.6403 0.605399
threshold=0.10337500000000001 -1.0000000180025095e-35 -0.03898999999999999 0.149315 0.042200000000000008 0.050935000000000008 -0.081374999999999989 0.099740000000000009 -0.26532499999999998 0.40124500000000002 0.10559 0.086815000000000017 0.091215000000000004 -0.069944999999999993 -0.004174999999999999 -0.049749999999999996 -0.07692499999999998 0.086940000000000003 0.10076500000000001 0.11816500000000001 0.089595000000000022 0.10060500000000001 -0.10115999999999999 -0.23446499999999998 1.0000000180025095e-35 0.085355000000000014 0.076195000000000013 0.11839500000000001 -0.08971999999999998 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 -3 7 -6 8 -4 19 11 12 16 -12 17 -16 -10 18 20 21 -15 24 23 -23 -1 -26 -27 28 -24 -30
right_child=1 2 5 -5 6 -7 -8 -9 10 -11 13 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 27 -25 25 26 -28 -29 29 -31
leaf_value=0.00075227531994140492 -0.00050254645755428437 0.0016480971483072483 0.0014001946585903192 -5.9077375452051139e-05 -3.8362894440068428e-05 -0.00048411268673769305 0.00088926911268386326 -0.00033645930061585252 0.0013210509991653646 5.8829127757385592e-05 -0.00029992213969499504 7.5594237080032204e-06 -0.0001350251767042688 -4.6031055472757244e-06 0.0014394678097827478 0.00042034101318842964 0.00064818483468893895 0.00079176147564369922 -0.00057479399503057441 0.0012931634705953341 0.00069794161881910619 0.0007813572795177734 0.00017657930302136354 -0.00083680558238075531 0.0016586093046503435 0.0015404502737857522 -4.0022452335025167e-05 0.00021850752970448091 0.00067171284820560491 0.001141107170441636
leaf_weight=1830 20 22 20 22 21 21 76 20 35 22 39 40 22 78 23 88 105 20 21 32 25 35 38 26 44 27 29 45 173 102
leaf_count=1830 20 22 20 22 21 21 76 20 35 22 39 40 22 78 23 88 105 20 21 32 25 35 38 26 44 27 29 45 173 102
internal_value=0 0.000409022 0.000435141 0.000721541 0.000865857 0.000362641 0.000688442 0.000395816 0.000424199 0.000743854 0.000384845 0.000552614 0.000687195 0.000269574 0.000356674 0.000631511 0.000816401 0.00014482 4.04744e-05 0.000750184 0.000165917 0.000742787 0.000607954 9.16485e-05 0.000772059 0.0011341 0.000721991 0.000695928 0.000764566 0.000845815
internal_weight=0 718 698 141 119 557 97 536 516 2403 496 202 162 294 255 111 140 144 124 2381 103 2349 419 61 1930 100 56 358 313 275
internal_count=3121 718 698 141 119 557 97 536 516 2403 496 202 162 294 255 111 140 144 124 2381 103 2349 419 61 1930 100 56 358 313 275
is_linear=0
shrinkage=0.00483252


Tree=1610
num_leaves=31
num_cat=0
split_feature=1 4 484 2 1 48 149 147 12 48 49 1 484 160 1 15 48 52 1446 2 3 157 1447 3 2 392 11 159 0 3
split_gain=2.17884 0.993243 0.708144 0.624725 0.595223 0.542487 0.609577 0.573391 0.535005 0.709852 0.70583 0.524069 0.523119 0.569898 0.56641 0.492032 0.50522 1.43907 0.671901 0.49985 0.469776 0.455449 0.438225 0.434572 0.429657 0.419562 0.547899 0.489946 0.534532 1.41945
threshold=0.095950000000000021 -0.008819999999999998 -0.020124999999999994 0.31358000000000003 0.13743000000000002 0.016865000000000002 0.088915000000000008 0.099730000000000027 -0.010834999999999999 0.083685000000000009 -0.097394999999999995 0.097115000000000021 0.096415000000000015 -1.0000000180025095e-35 0.13146500000000003 -0.15914499999999995 0.088735000000000022 0.31359500000000001 0.11018500000000002 0.085105000000000014 -0.071329999999999991 -0.0062799999999999991 -0.062639999999999987 0.11296500000000002 0.11067500000000001 0.091685000000000003 0.085155000000000022 0.11576000000000002 -0.14832499999999996 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 5 8 6 7 12 9 -4 -10 -12 13 -3 24 20 18 19 23 -18 -1 -21 -20 25 -15 26 27 28 29 -17
right_child=1 3 4 -5 -6 -7 -8 -9 10 -11 11 -13 -14 14 -16 16 17 -19 22 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017253266801317241 0.0016052338838301555 0.00089932838687973508 -0.00044353370081608347 -0.00056301699576730342 -0.00017310861770347599 6.5972352429643599e-05 0.0014384929911219154 -0.00052409425307215624 0.0018784774533798679 0.00073148362139915067 -9.779037756249899e-05 0.00087054684547804688 -0.00030767449462978886 0.00043428243741847945 6.2222552709064106e-05 0.0021282254615271928 0.0013588641499905037 -0.00093993587898417508 0.0021428725055755104 0.0012820861710772465 0.00079087706233092563 0.00043846609425164917 0.00094835842992811899 5.9114101875045009e-06 0.001196337398548049 0.0016152236147881896 -0.00013777484126792399 0.00035304595986120139 0.00082078299391495678 0.00055876617371002871
leaf_weight=38 28 103 27 25 27 143 21 20 21 47 21 166 26 90 102 37 31 20 21 25 34 146 20 22 34 22 20 71 1673 40
leaf_count=38 28 103 27 25 27 143 21 20 21 47 21 166 26 90 102 37 31 20 21 25 34 146 20 22 34 22 20 71 1673 40
internal_value=0 0.000477698 0.000725763 0.000329475 0.00064607 0.000370871 0.000480973 0.000427352 0.000724502 0.000302761 0.000874544 0.000761803 0.000480955 0.000543278 0.000381007 0.000814439 0.000798698 0.000537812 0.000828769 0.000684124 0.00128406 0.000561802 0.00156018 0.00081286 0.000643233 0.000822389 0.000812915 0.000823356 0.000842437 0.00131292
internal_weight=0 901 337 564 309 539 396 375 282 74 208 187 355 329 226 2220 2148 222 1926 202 72 171 41 1885 124 1863 1841 1821 1750 77
internal_count=3121 901 337 564 309 539 396 375 282 74 208 187 355 329 226 2220 2148 222 1926 202 72 171 41 1885 124 1863 1841 1821 1750 77
is_linear=0
shrinkage=0.00577531


Tree=1611
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 1 50 2 4 0 15 2 2 158 0 50 2 4 13 13 160 3 16 52 52 51 1
split_gain=183.984 28.5922 19.263 15.8601 12.0083 9.29493 7.24673 6.62537 5.16381 5.15861 4.70225 4.12503 4.11288 3.85251 3.58394 3.75118 2.33965 2.17375 2.25798 2.01902 1.9884 1.92187 2.14007 2.77718 1.9147 2.28498 1.90835 2.42742 2.60708 2.36293
threshold=0.104035 -0.40967499999999996 0.13754500000000003 1.0000000180025095e-35 0.088105000000000003 0.10060500000000001 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.086295000000000011 0.13501500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -1.0000000180025095e-35 0.092235000000000025 0.085030000000000008 -0.085669999999999982 0.10861000000000003 0.31765000000000004 -0.55119499999999988 0.05868000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.014944999999999998 -0.49446999999999991 -0.56176499999999996 0.039215000000000007 -1.0000000180025095e-35 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 11 -6 -5 19 26 12 13 -1 24 -16 -13 18 -14 -4 -19 22 -17 -24 -3 -26 -7 28 -28 -30
right_child=1 2 9 8 7 10 -8 -9 -10 -11 -12 16 17 -15 15 21 -18 20 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0022180626128465919 0.0019730968848114174 0.0010750151352967282 0.00053262838664473299 0.0019239306445399977 0.0017793402830812816 0.0022306220726401333 0.0024752733702136818 0.0010869492020325012 0.0011789281952769768 0.00106574877916163 0.0013803503505496568 0.0017152837605282508 0.0021781692463517643 0.0015040527466095633 0.0016621254013513215 0.0009638230285035546 0.0021510551955802011 0.002450880507070906 0.0019192889243975616 4.5137931492611043e-05 0.0020176690862357149 0.00064650604667786733 0.0016899312281555153 0.0011075210358212073 0.0010368449893025781 0.00046179927548680556 0.0018886625463707769 0.0019686652971503136 0.0016746088534320047 0.0011164735470960807
leaf_weight=23 76 35 100 28 88 28 81 44 67 37 48 126 481 53 25 95 33 23 84 22 1011 21 25 57 22 44 97 157 69 21
leaf_count=23 76 35 100 28 88 28 81 44 67 37 48 126 481 53 25 95 33 23 84 22 1011 21 25 57 22 44 97 157 69 21
internal_value=0 0.00113007 0.00102589 0.00198203 0.00117814 0.00200577 0.00204882 0.00154854 0.00139851 0.000589236 0.0018095 0.00202999 0.00205127 0.00172013 0.00102724 0.00113036 0.00180573 0.00206701 0.00213968 0.00044472 0.00202731 0.00106322 0.00111266 0.00128509 0.000799557 0.000653481 0.00186487 0.0018351 0.00172296 0.00154438
internal_weight=0 691 615 2430 456 2335 1915 132 95 159 420 1834 1675 76 324 223 159 1599 565 122 1034 198 177 82 101 66 372 344 187 90
internal_count=3121 691 615 2430 456 2335 1915 132 95 159 420 1834 1675 76 324 223 159 1599 565 122 1034 198 177 82 101 66 372 344 187 90
is_linear=0
shrinkage=0.00145689


Tree=1612
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 4 14 2 2 47 1 2 16 2 4 52 2 34 0 133 130 160 13 2 52 1 52 1213
split_gain=293.382 47.2566 30.5504 28.0992 21.0357 13.6769 8.7005 8.52093 8.19902 7.11248 6.53431 4.7563 4.17518 5.88442 3.98217 3.82339 3.17656 2.82714 2.81367 2.74671 4.0108 2.70095 3.2025 3.57547 3.12429 2.68837 2.65473 1.95126 1.78525 2.72355
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.17025000000000004 0.13501500000000002 0.13082500000000002 0.089625000000000024 0.090425000000000019 -0.50992999999999988 -0.0091949999999999983 -0.55119499999999988 -0.56176499999999996 0.14122000000000004 -1.0000000180025095e-35 -0.036484999999999997 0.086990000000000012 -0.076894999999999977 -1.0000000180025095e-35 -0.0044799999999999987 0.092365000000000017 0.50609000000000004 0.15799000000000005 -0.016949999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 8 -5 -6 12 11 14 19 16 15 -7 -14 -1 -16 21 -4 -21 22 -3 24 -24 28 -19 -11 29 -18
right_child=1 2 9 6 7 10 -8 -9 -10 27 -12 -13 13 -15 17 -17 25 26 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003274109489815393 0.0026364181887724189 0.00096613945401178083 0.00050213026966693444 0.0024196523084206315 0.0023626749512445661 0.0018476910604145924 0.001486880035106538 0.0015205444988648392 0.0031652526618166053 0.00061548947040154713 0.0018853526127839105 0.0016917934712781697 0.0019871831356196305 0.0017889210049398829 0.002894378705116113 0.0026179815023646105 0.0020951269522832996 0.0024189264563415401 0.00093768468489107792 0.0008297883067678091 0.0015521088698805319 0.0011295473123139809 0.0014904188448036533 0.0014397791623666151 0.002285678860298465 0.002553083557272331 0.0028605065882617098 2.0703305961655586e-05 0.002755720766610513 0.0026615485058804232
leaf_weight=21 71 23 28 34 83 22 63 39 76 29 48 20 23 23 36 274 20 338 31 58 24 59 20 143 24 254 33 21 884 299
leaf_count=21 71 23 28 34 83 22 63 39 76 29 48 20 23 23 36 274 20 338 31 58 24 59 20 143 24 254 33 21 884 299
internal_value=0 0.0014898 0.00135456 0.00259764 0.0015732 0.00262998 0.00181383 0.00209347 0.00268716 0.000841988 0.00240532 0.00102518 0.00266695 0.00251305 0.0024635 0.00256913 0.00270027 0.00249678 0.00136162 0.000903982 0.0010412 0.00141047 0.0014894 0.00155376 0.0019242 0.002692 0.0024582 0.000365679 0.00272133 0.00262604
internal_weight=0 673 602 2448 422 2351 97 122 1874 180 477 130 1798 320 429 297 1478 407 300 110 82 269 210 187 44 1457 371 50 1203 319
internal_count=3121 673 602 2448 422 2351 97 122 1874 180 477 130 1798 320 429 297 1478 407 300 110 82 269 210 187 44 1457 371 50 1203 319
is_linear=0
shrinkage=0.00148603


Tree=1613
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 2 2 42 2 43 4 1 0 47 4 1 475 0 1 4 2 1 1 13 50 157 1
split_gain=269.719 34.113 27.6247 18.0861 16.2268 12.4492 12.1129 9.91018 9.14854 7.96836 6.67719 5.53993 3.82718 3.93791 3.5841 3.51232 6.23561 4.35665 4.01789 3.41109 3.25981 3.25196 3.11646 3.28172 2.63457 2.59087 2.33435 2.30106 2.24522 3.89423
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.10060500000000001 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.076394999999999977 0.14960000000000004 -0.078139999999999973 -0.033174999999999989 0.122715 -0.11173999999999999 0.078875000000000015 0.0061450000000000003 0.083345000000000016 -0.066784999999999983 -0.085669999999999982 0.16175000000000003 -0.55119499999999988 -1.0000000180025095e-35 0.11323000000000001 0.12958500000000003 -0.043669999999999994 0.086295000000000011 -0.23223999999999997 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 14 8 7 15 -3 25 -4 19 -11 -14 -2 16 18 20 -1 -8 -17 27 -22 -24 -15 -10 -26 -7 -21 -30
right_child=1 5 10 -5 -6 21 11 -9 9 12 -12 -13 13 24 -16 17 -18 -19 -20 28 22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0023318792059007524 0.0022824982175138442 0.00082461305913493141 0.0023832575213227265 0.001489686685591878 0.0012695297238209705 0.00063016635438318831 0.0025246034985173392 0.0029483272871105941 0.0022640105223329424 0.00075734777925609944 0.0014888106913016686 0.0015522842758719517 0.0018975837536324119 0.0015688406477626115 0.0016992035811900963 0.0025590169436990017 0.0028194232624618241 0.0022017259306284561 0.0017730471719083569 0.0025187359331063984 0.0029426420729876403 0.00013586185797470499 0.0018380998625091534 0.002422487890230733 0.00092569395491918377 0.0015537003164823265 0.0014661571261916078 0.001161597150400921 0.0021856332496526755 0.0016186632097461139
leaf_weight=52 83 90 21 45 74 68 68 79 22 29 90 26 21 32 29 548 27 134 53 35 23 21 20 991 56 20 23 22 292 27
leaf_count=52 83 90 21 45 74 68 68 79 22 29 90 26 21 32 29 548 27 134 53 35 23 21 20 991 56 20 23 22 292 27
internal_value=0 0.00128238 0.00235478 0.00238674 0.00178855 0.00104934 0.00240373 0.00245292 0.00120366 0.00137171 0.00165803 0.00219218 0.00122718 0.0013304 0.00213147 0.00243174 0.00220722 0.00244901 0.0020498 0.00223161 0.00246996 0.000641978 0.00242275 0.00241093 0.00122309 0.00192577 0.00108304 0.000760072 0.00217532 0.00213765
internal_weight=0 590 2531 2420 186 404 2375 1927 293 203 111 448 161 132 112 1848 132 1716 105 422 1582 111 1034 1011 111 42 79 90 354 319
internal_count=3121 590 2531 2420 186 404 2375 1927 293 203 111 448 161 132 112 1848 132 1716 105 422 1582 111 1034 1011 111 42 79 90 354 319
is_linear=0
shrinkage=0.00142833


Tree=1614
num_leaves=31
num_cat=0
split_feature=1 2 133 10 43 11 52 12 2 123 159 454 2 1 2 40 42 4 12 16 159 159 0 43 49 4 3 13 150 51
split_gain=4.23701 1.02005 0.719652 0.740325 0.76966 0.735027 0.679595 0.604565 0.872266 0.56717 0.500952 0.472503 0.512481 0.483864 0.686769 0.455276 0.417961 0.389312 0.786596 0.613415 0.743267 1.76823 0.618221 0.911567 0.882188 0.529918 0.634177 0.616007 0.841911 0.987139
threshold=0.10337500000000001 0.13622000000000004 0.089200000000000015 0.10223 0.084740000000000024 0.095360000000000014 -0.024714999999999997 -0.42850999999999995 0.31358000000000003 1.0000000180025095e-35 0.10797500000000002 -0.037229999999999992 -0.0050599999999999994 0.13021500000000003 0.12043500000000001 0.051255000000000002 -0.0060199999999999993 -0.49013999999999996 0.09320500000000001 0.0057500000000000008 0.088800000000000004 0.12283500000000001 -0.092404999999999973 -0.066504999999999995 0.088340000000000016 -0.085594999999999991 -0.086424999999999988 -0.0021749999999999994 0.083095000000000016 0.11594500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 11 -4 -3 10 15 -9 -2 -13 14 -14 17 -11 18 -1 25 22 -22 -21 -24 -25 26 -19 -27 29 -29
right_child=1 7 6 -5 -6 -7 -8 8 -10 16 -12 12 13 -15 -16 -17 -18 19 -20 20 21 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=0.0015968622157353056 -8.3062816337032327e-05 0.0010805154391380217 -0.00055152001451398843 -2.2075306736775483e-05 0.0015185009452715636 0.0015054325341076293 0.00056111660770410065 0.00015267114028711456 -0.00070495751054362645 0.0012392427349428748 0.00096042585060284846 0.00023363916592617108 0.00083546199705580491 0.0013803358392987326 0.00010128847952432132 0.00027273765142736718 0.00042456036984797276 0.0012028572342516262 0.00060284603664338264 0.0015792243672011141 -0.00041522215869590351 0.0015064818580941477 0.0010265280378837999 -0.00018433999078405918 0.00089007001437469791 0.0010929440501896591 0.0020206685568448356 0.0010447810644536027 0.00017094420417067377 -6.3664314810131806e-06
leaf_weight=83 20 20 22 30 37 31 42 105 27 22 25 48 238 34 39 20 67 228 28 36 34 20 246 37 44 1197 28 244 43 26
leaf_count=83 20 20 22 30 37 31 42 105 27 22 25 48 238 34 39 20 67 228 28 36 34 20 246 37 44 1197 28 244 43 26
internal_value=0 0.000578714 0.000689278 0.00075779 0.00081013 0.000746204 0.000178648 0.000240777 0.000133804 0.00102768 0.000308009 0.000684103 0.000726842 0.000802963 0.000732095 0.00104313 0.000625943 0.00104985 0.00134612 0.00103478 0.000857872 0.00029652 0.000941379 0.000871157 0.00039929 0.00107655 0.00129231 0.00103998 0.000837417 0.000943559
internal_weight=0 718 541 477 447 410 64 177 157 2403 130 379 359 311 277 2314 89 2294 111 2183 417 54 363 327 81 1766 256 1510 313 270
internal_count=3121 718 541 477 447 410 64 177 157 2403 130 379 359 311 277 2314 89 2294 111 2183 417 54 363 327 81 1766 256 1510 313 270
is_linear=0
shrinkage=0.00512831


Tree=1615
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 2 0 47 1 4 34 4 150 4 0 3 131 2 15 47 133 0 16 14
split_gain=324.779 50.2614 31.7546 24.5118 18.3206 16.493 9.68831 8.59535 8.51584 7.39005 6.63214 5.47794 5.14474 8.26506 7.5923 5.80152 4.73644 4.04235 3.45825 3.41895 4.20711 2.72716 2.28882 3.14961 2.23001 2.22163 2.09339 2.1389 2.03494 1.87566
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.14285500000000004 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.0082450000000000006 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.082750000000000004 0.31358000000000003 -0.43375999999999998 0.090100000000000013 0.11269500000000002 0.14486500000000005 -0.092484999999999984 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 11 12 -6 18 -5 16 13 14 -1 19 -4 -18 26 -14 -21 -22 23 -13 -19 29 27 -7 -16 -3
right_child=1 2 6 10 8 9 -8 -9 -10 -11 -12 22 15 -15 28 -17 17 24 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020878987990216383 0.0021107056187798169 0.0012286677916428094 0.00028975706720031619 0.0019114149075834127 0.0019276995052697637 0.0020547532681678446 0.0012195950133068729 0.0026114668218158118 0.0010914137472563203 0.0013890805789373397 0.0011738004297496205 0.00029050187875670453 0.0027145701376646183 0.0025353571868040208 0.0010927468167885228 0.0018712461668950601 0.001209549536610517 0.00091777139565626074 0.0014744043048408402 0.002232929989636034 0.0017139278593076149 0.0021072345425593129 0.00064373980454548606 -0.00032755346447805087 0.00040904156977052077 0.0013091483310123469 0.0017404647672352926 0.0015996720271428877 0.0016111133248867589 0.00086675742069418978
leaf_weight=60 71 31 45 34 71 290 37 79 32 48 63 59 23 31 23 104 32 27 26 1158 35 365 20 20 37 32 55 20 34 159
leaf_count=60 71 31 45 34 71 290 37 79 32 48 63 59 23 31 23 104 32 27 26 1158 35 365 20 20 37 32 55 20 34 159
internal_value=0 0.00103967 0.000913347 0.0020954 0.00119873 0.00212276 0.00057851 0.00217677 0.00166788 0.00188749 0.00143235 0.000479676 0.00215804 0.00191744 0.00175372 0.00217917 0.000650064 0.000818958 0.00194868 0.00219943 0.00219182 0.00207282 0.000237003 0.000134032 0.000623662 0.000981063 0.00198246 0.00202539 0.00140195 0.000925806
internal_weight=0 673 602 2448 325 2351 277 1912 103 439 97 240 1833 148 117 1685 141 96 391 1581 1558 400 99 79 64 222 365 310 57 190
internal_count=3121 673 602 2448 325 2351 277 1912 103 439 97 240 1833 148 117 1685 141 96 391 1581 1558 400 99 79 64 222 365 310 57 190
is_linear=0
shrinkage=0.00134594


Tree=1616
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 1 2 47 2 49 1 2 47 150 2 16 3 3 1 0 15 1 15 12 15 1 15 42
split_gain=449.727 71.2308 35.9597 34.4064 23.1964 21.857 13.667 12.3226 11.8762 11.5551 7.14269 6.88915 6.84537 8.59166 4.8558 4.59757 4.5514 4.40531 4.40482 4.64236 3.96296 3.48643 3.43097 3.20207 3.16115 3.42438 3.00067 2.95987 2.9472 2.89382
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.11690500000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.085505000000000012 0.14960000000000004 -0.054984999999999992 0.089625000000000024 0.090425000000000019 0.10648500000000001 1.0000000180025095e-35 -0.0091949999999999983 -0.042349999999999992 0.0041950000000000008 0.11658 0.076935000000000017 -0.010949999999999998 1.0000000180025095e-35 0.122715 0.024640000000000006 0.091625000000000012 0.081070000000000017 0.13075500000000004 -0.41942499999999994 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 6 14 12 -4 15 10 22 -2 24 16 18 20 -14 -11 -3 -20 21 -6 -7 -13 25 -1 -26 -5 -12 -27
right_child=1 5 7 27 8 9 -8 -9 -10 17 28 23 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=0.0025710945354839314 0.0015693754943846153 0.00095763915116394598 0.0023257793299440318 0.001320496214824961 0.0023237303845943342 0.00061035569456411676 0.0031355205249860144 0.0013203441627562134 0.0016090911291952567 0.00092430897035174632 0.00051502181196601661 0.0024733011632937707 0.0018606240016692439 0.0015818271321345954 0.0019352762437676481 0.0017975643893148737 0.0024839830553609072 0.001628146876729111 0.0018655710607726537 0.0011911096460424332 0.0025976862064793021 0.0018173730889524009 0.0011682141141876581 0.0018951717973962664 0.0031193747829513893 0.0024820537125217939 0.0026358947032967938 0.00076122686988681801 -6.0493558037786626e-05 0.002066871633114746
leaf_weight=574 23 62 34 60 281 119 76 63 48 49 27 100 23 23 20 29 274 24 29 51 92 27 24 21 24 83 749 24 40 48
leaf_count=574 23 62 34 60 281 119 76 63 48 49 27 100 23 23 20 29 274 24 29 51 92 27 24 21 24 83 749 24 40 48
internal_value=0 0.00123354 0.00247586 0.00184528 0.002509 0.000920111 0.00257645 0.00167276 0.002244 0.000694424 0.000534073 0.00224461 0.00255282 0.00237434 0.00131437 0.00231504 0.00243571 0.00115571 0.00122691 0.0014356 0.00235256 0.00227934 0.000703982 0.00237296 0.00259146 0.00252628 0.00265091 0.0011607 0.000171431 0.00232993
internal_weight=0 673 2448 228 2351 445 1874 97 477 283 210 144 1798 320 162 429 297 73 142 80 400 308 143 121 1478 705 773 84 67 131
internal_count=3121 673 2448 228 2351 445 1874 97 477 283 210 144 1798 320 162 429 297 73 142 80 400 308 143 121 1478 705 773 84 67 131
is_linear=0
shrinkage=0.00134594


Tree=1617
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 14 1 2 2 52 1 12 4 47 49 2 0 39 52 1 160 1429 1420 51 1429 484 49
split_gain=343.164 41.5028 37.3887 22.5478 20.0198 16.0006 14.3669 13.6583 9.09881 8.53535 7.47797 6.01906 4.71588 4.60457 5.49432 4.40407 4.25486 4.11159 3.2527 3.07005 2.96597 2.56321 2.49898 2.49327 2.04434 1.94791 2.04049 2.0991 2.24152 1.94596
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.10060500000000001 -0.025214999999999998 0.076175000000000007 0.09253500000000002 0.14122000000000004 0.11177500000000001 0.048770000000000008 0.089625000000000024 0.085885000000000017 -0.019614999999999997 0.08265500000000002 -0.012034999999999999 0.092365000000000017 -0.13027499999999997 0.096625000000000016 -0.56176499999999996 0.076935000000000017 1.0000000180025095e-35 -0.015219999999999999 -0.084814999999999988 0.11144500000000002 0.084770000000000012 0.073690000000000019 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 7 8 20 13 -4 19 -9 -7 18 16 -13 23 -2 25 -8 -3 -21 -20 -15 -19 -1 27 -27 -29 -11
right_child=1 5 9 -5 -6 12 10 11 -10 29 -12 15 -14 14 -16 -17 -18 24 22 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0023579848543096435 0.0011641804861735377 0.0006802423990549595 0.0016915358707122788 0.0010763625413241422 0.00086029120501014428 2.5866011488476487e-05 0.0013908595964600247 0.0014400434526906053 0.0023469541254620011 0.001165810423699284 0.0012476278161914368 0.0014038925869209471 0.00057724519658723292 0.0010778612588103473 0.0018921889006393671 0.00079722268318902195 0.0019436315116215068 0.0020715241941088578 0.0018282186736147403 0.0020927667438007764 0.00035502142827941667 0.0017681569205094715 0.0022573586046083461 0.0016281455792577569 0.0016553670725899042 0.0020109118194323299 0.0017256552398766071 0.0020327990688013206 0.0016143729714456349 0.00079298354325619104
leaf_weight=20 20 99 34 45 74 57 27 39 79 40 41 20 34 26 272 92 22 21 272 37 63 343 20 20 71 1086 39 32 39 37
leaf_count=20 20 99 34 45 74 57 27 39 79 40 41 20 34 26 272 92 22 21 272 37 63 343 20 20 71 1086 39 32 39 37
internal_value=0 0.000875209 0.00186753 0.00189803 0.00133322 0.000664344 0.0019136 0.000790078 0.00195754 0.00120257 0.00172459 0.0010436 0.000231876 0.00194089 0.00181771 0.000905557 0.00151981 0.00164568 0.00196866 0.00177264 0.000553768 0.00179976 0.00185761 0.00131712 0.00175036 0.00199533 0.00198926 0.00199815 0.00180296 0.00098666
internal_weight=0 590 2531 2420 186 404 2375 313 1927 111 448 151 91 1848 340 112 68 112 1508 407 162 380 292 46 92 1216 1196 1157 71 77
internal_count=3121 590 2531 2420 186 404 2375 313 1927 111 448 151 91 1848 340 112 68 112 1508 407 162 380 292 46 92 1216 1196 1157 71 77
is_linear=0
shrinkage=0.00117172


Tree=1618
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 47 1 4 0 15 150 2 0 4 2 1 47 3 1 13 49 1 131 16 34 2
split_gain=392.621 61.8505 37.434 34.6579 25.512 18.9707 14.6841 13.3189 9.53198 8.67021 7.84634 6.77416 7.2427 6.69213 5.71674 3.83137 3.6171 4.23231 3.5667 3.29799 2.79386 2.71154 2.63223 2.46229 2.37451 2.18939 2.1177 2.06129 2.01086 2.69653
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.17025000000000004 -0.079119999999999982 -0.55119499999999988 0.14530500000000005 0.083345000000000016 0.093140000000000014 -0.12711499999999995 0.076935000000000017 -0.0044799999999999987 -0.053364999999999996 0.15799000000000005 0.091440000000000007 -0.039889999999999988 -1.0000000180025095e-35 0.13404500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 6 11 -6 14 15 -5 12 13 -1 22 28 -14 -18 23 -13 -21 -19 -7 -3 -12 -17 -2 -15 -4 -30
right_child=1 2 9 10 7 8 -8 -9 -10 -11 24 19 16 27 -16 25 17 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029235226448303272 0.0027515020766368465 0.0010635902195046116 0.00027573580227031311 0.0022942518506185259 0.0023191864626598878 0.0024062385135816397 0.003337050705746184 0.0012431800922750153 0.0017103461234138199 0.0014552243175567291 0.0016625042712665552 0.0025186105563343654 0.0027631041597227322 0.001711739668132168 0.0017393553780121424 0.00036992064394678346 0.0032324445786639277 0.0021607835708535935 0.00058179299296759847 0.00160893513214268 0.002340308736828927 0.0026022831082489696 0.0027160049575000104 0.0013619079827533909 0.0010721047620673493 -0.00027751722425780397 0.002174119442127297 0.0023284239974850881 0.0011244397969304616 0.00055325185495409498
leaf_weight=23 54 147 31 34 82 284 79 39 48 23 34 108 1173 33 26 30 23 35 24 20 30 368 81 112 29 20 20 20 27 64
leaf_count=23 54 147 31 34 82 284 79 39 48 23 34 108 1173 33 26 30 23 35 24 20 30 368 81 112 29 20 20 20 27 64
internal_value=0 0.00128811 0.0011266 0.00259533 0.00138986 0.00263196 0.00269721 0.00197237 0.00234781 0.000581196 0.00170743 0.00266963 0.00269793 0.00224075 0.00242606 0.00046432 0.00271966 0.00260003 0.00114079 0.00236961 0.00204776 0.00256394 0.00247498 0.00119259 0.00139073 0.000110945 0.00259545 0.00194445 0.000609146 0.000722725
internal_weight=0 673 599 2448 404 2351 1912 121 439 195 97 1833 1675 76 391 172 1599 426 283 158 50 403 365 259 63 50 74 53 122 91
internal_count=3121 673 599 2448 404 2351 1912 121 439 195 97 1833 1675 76 391 172 1599 426 283 158 50 403 365 259 63 50 74 53 122 91
is_linear=0
shrinkage=0.00151575


Tree=1619
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 4 147 4 1 1 12 47 4 3 1 0 49 14 457 13 12 48 15
split_gain=318.937 52.5323 32.2903 24.4356 19.2276 15.3049 11.9451 10.0677 8.49949 8.28262 7.88032 6.58497 5.06498 4.17465 3.77099 5.15997 3.01695 3.2586 2.88929 2.84893 2.76241 2.63008 2.92406 2.54186 2.42098 2.29629 3.82904 2.25225 2.07973 2.04213
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.076975000000000002 0.14960000000000004 0.27834500000000006 0.09253500000000002 0.14753000000000002 0.27834500000000006 0.089365000000000014 -0.013125 0.093100000000000002 0.089625000000000024 0.087145000000000014 0.10648500000000001 -0.0019149999999999998 1.0000000180025095e-35 0.075045000000000014 -0.019414999999999998 -0.053364999999999996 -0.41790499999999997 0.094310000000000019 -1.0000000180025095e-35 0.090285000000000018 0.086910000000000015 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 11 13 14 -6 -5 12 -4 16 21 27 28 19 20 -18 -3 22 -7 -12 -14 26 -22 -16 -1 -13
right_child=1 2 6 10 9 8 -8 -9 -10 -11 23 29 24 -15 15 -17 17 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002652439487296222 0.0025398395851210691 0.0011246114039726632 0.0014183169709802207 0.0023601893911361005 0.0023550024441240866 0.0024984754785982942 0.0016749921737159873 0.0031584128885533296 0.0015510313730435605 0.0015079649661499481 0.0017618774052902228 0.00077625291048353954 0.0012295010511327341 0.0020828371131057111 0.002548249376250668 0.001694766375354323 0.0017877050900865989 0.0025423488111585308 0.0018259099479942347 0.0024583382948633846 0.0013296490483264952 0.002701195596266109 0.0020866294906895584 0.0011748662887026181 0.00071833596831390157 0.0011030019614726024 0.0019801349998727034 0.0022438336215396849 0.0024745458160745121 0.00032244467644083072
leaf_weight=1196 76 102 40 34 72 161 37 67 26 35 34 32 24 32 70 29 24 246 23 28 48 90 45 27 89 28 30 170 151 55
leaf_count=1196 76 102 40 34 72 161 37 67 26 35 34 32 24 32 70 29 24 246 23 28 48 90 45 27 89 28 30 170 151 55
internal_value=0 0.00141955 0.0012811 0.00251927 0.00157739 0.00254816 0.000919574 0.00261548 0.00234952 0.00207793 0.00180918 0.000803113 0.00098152 0.00259379 0.00238626 0.00226386 0.00260373 0.00247368 0.00134553 0.00214882 0.00129241 0.0024975 0.00240851 0.00150205 0.000826902 0.00145388 0.00157984 0.00233262 0.0026325 0.000489363
internal_weight=0 691 615 2430 338 2335 277 1744 591 107 95 240 153 1677 565 269 1645 298 231 52 208 296 206 61 113 106 78 240 1347 87
internal_count=3121 691 615 2430 338 2335 277 1744 591 107 95 240 153 1677 565 269 1645 298 231 52 208 296 206 61 113 106 78 240 1347 87
is_linear=0
shrinkage=0.00142833


Tree=1620
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 123 4 2 16 2 42 15 4 158 49 42 131 16 51 15 12 52 13 2 4 1446 13 50 4 1456
split_gain=10.8088 2.20069 1.27486 1.62031 1.34433 1.06637 0.960053 0.815547 0.665513 0.648829 0.777052 0.726271 0.635233 0.711704 0.819221 0.555495 0.532992 0.522016 0.558671 0.889996 1.80053 0.878744 1.47397 0.681585 0.751952 0.611343 0.832421 0.721492 0.586819 0.765995
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 1.0000000180025095e-35 0.23246000000000003 0.13501500000000002 0.11346000000000002 0.13712500000000002 -1.0000000180025095e-35 0.013270000000000002 0.042705000000000007 0.085900000000000018 0.10440000000000001 -0.0060199999999999993 0.091295000000000015 -0.097644999999999996 0.0038750000000000004 0.040760000000000005 0.087625000000000022 -0.13993999999999998 1.0000000180025095e-35 0.086675000000000016 -0.0073899999999999999 0.088500000000000009 -0.083894999999999983 -1.0000000180025095e-35 -0.0082299999999999995 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 9 -4 7 -2 12 -9 10 -3 -12 17 -14 -15 -7 -6 -1 25 21 -21 -20 23 -23 -25 27 -27 -19 29 -29
right_child=1 2 4 -5 16 15 -8 8 -10 -11 11 -13 13 14 -16 -17 -18 18 19 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0026003814620655318 0.0020871974760325773 0.0021816743784176858 -0.0013585717859097668 0.0029830964989640868 0.00094385291086178879 0.0023349836261325292 0.0012081251151167848 0.00051542529953176291 0.0021465145707392007 0.000373608462063 0.00085063533063117812 0.0019467726468651869 0.0016810280339440667 0.003130476098108982 0.001509749546751628 0.0010709364897033479 -0.00036278569732807155 0.0033861163649440639 0.0026243821861281331 0.0039343573452496746 0.0017485284620574102 0.00064534397604563054 -0.0004417098699765406 0.0028217213967443575 0.001362008710716126 0.0039666405493246262 0.0023650507227185639 0.0011677023758377655 0.0024897111155262183 0.0021503207499646553
leaf_weight=155 134 29 21 20 58 22 106 26 22 71 226 33 220 39 24 67 20 24 28 26 58 25 20 29 40 22 52 39 244 1221
leaf_count=155 134 29 21 20 58 22 106 26 22 71 226 33 220 39 24 67 20 24 28 26 58 25 20 29 40 22 52 39 244 1221
internal_value=0 0.00115968 0.000888915 0.00107109 0.000191492 0.00212478 0.00169894 0.00215329 0.00126301 0.000964573 0.00111026 0.000990298 0.00217215 0.00186625 0.00251306 0.0013834 0.000608817 0.00221581 0.0021832 0.00186195 0.00242509 0.00152882 0.00125973 0.00162174 0.00197551 0.00222852 0.0028412 0.00219885 0.0021799 0.00211991
internal_weight=0 718 478 379 99 2403 240 2314 48 359 288 259 2266 283 63 89 78 1983 1828 226 84 142 114 94 69 1602 74 1528 1504 1260
internal_count=3121 718 478 379 99 2403 240 2314 48 359 288 259 2266 283 63 89 78 1983 1828 226 84 142 114 94 69 1602 74 1528 1504 1260
is_linear=0
shrinkage=0.00690203


Tree=1621
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 4 2 16 150 39 3 3 4 159 42 484 2 157 11 51 41 1456 52 4 1 484 3 1454 156
split_gain=8.75513 1.78256 1.03264 1.31245 1.08891 0.93343 0.777643 0.739711 0.552269 0.597098 0.62981 0.645491 0.932557 0.681774 0.86623 0.641612 0.601945 0.574164 0.555188 0.549152 0.535433 0.821741 0.678475 1.11485 1.38591 0.536625 0.983886 0.928952 0.908708 0.790773
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.40124500000000002 0.23246000000000003 0.092365000000000017 -0.45661999999999997 0.089910000000000018 0.10166000000000001 -0.14186499999999996 -0.10831999999999999 0.057560000000000007 0.094385000000000011 0.079510000000000011 -0.066214999999999982 0.10527500000000002 -0.077664999999999998 0.080705000000000013 0.081440000000000026 0.075585000000000013 -0.077604999999999993 0.024145000000000003 -0.0078799999999999981 0.080270000000000022 0.062030000000000009 -0.06977499999999999 0.083100000000000021 0.090500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 7 -2 19 -9 10 11 15 -13 14 18 17 -16 -10 -14 20 21 25 -22 -24 -25 28 -27 -28 29 -1
right_child=1 2 4 -5 -6 -7 -8 8 9 -11 -12 12 13 -15 16 -17 -18 -19 -20 -21 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0018729665994560809 0.0016032626530196202 0.00074092868370895335 -0.0010435751444258349 0.0022914397352398795 0.0004676577815805568 0.0004242942277482156 0.00092801083801032211 0.0020231636795418942 0.0023015050241375029 0.00055350898935430928 0.00052178211045826877 0.00028789287045214514 0.00086622749077200226 0.0010526569848736801 0.0016883362026815661 0.0028830408276146603 0.0030663624978577307 0.00099901995031605965 0.0015789599983617169 0.0024677416150387533 0.0023860277951468058 0.0025814754404619761 0.0015541873110226458 -0.00068536341171253378 0.0015076613385196092 0.0016404878652569695 -0.00018117323028018435 0.0015153626831715852 0.00080757937611164855 0.0010145012846831103
leaf_weight=823 134 359 21 20 78 22 106 63 24 25 23 23 42 99 22 22 22 23 391 33 21 39 114 20 20 417 21 24 31 39
leaf_count=823 134 359 21 20 78 22 106 63 24 25 23 23 42 99 22 22 22 23 391 33 21 39 114 20 20 417 21 24 31 39
internal_value=0 0.000890795 0.000682813 0.00082275 0.000147093 0.00163213 0.00130503 0.00164329 0.00149439 0.00144787 0.00148022 0.00151322 0.00145107 0.00149752 0.00158985 0.00205276 0.00237735 0.00166412 0.00150983 0.00171569 0.00169988 0.00173843 0.00139274 0.00125729 0.000411149 0.00171417 0.00155119 0.000723646 0.00179849 0.00183413
internal_weight=0 718 478 379 99 2403 240 2381 779 716 691 668 599 576 477 69 44 47 433 1602 1569 1394 175 154 40 1355 462 45 893 862
internal_count=3121 718 478 379 99 2403 240 2381 779 716 691 668 599 576 477 69 44 47 433 1602 1569 1394 175 154 40 1355 462 45 893 862
is_linear=0
shrinkage=0.00589082


Tree=1622
num_leaves=31
num_cat=0
split_feature=1 52 52 123 44 3 49 12 151 133 43 9 2 14 10 43 10 151 1 1444 4 50 3 159 4 159 1429 2 133 474
split_gain=7.13657 1.27155 1.32629 1.12699 0.746599 0.688066 1.12837 1.07677 0.880677 0.660433 0.907466 0.652006 0.881549 0.850997 0.809326 0.863798 0.842446 0.64966 0.695927 0.51102 0.769582 0.476162 0.545937 0.662295 0.638874 0.499723 0.486548 0.642999 0.647825 0.466126
threshold=0.10920500000000001 -0.23375999999999997 -0.16675999999999999 0.084025000000000016 1.0000000180025095e-35 -0.07359499999999998 0.14705000000000004 1.0000000180025095e-35 0.057610000000000008 -0.030254999999999994 -0.080324999999999994 -0.085894999999999985 0.10981000000000002 -1.0000000180025095e-35 0.09820000000000001 0.084740000000000024 -1.0000000180025095e-35 -0.090369999999999992 0.10325000000000002 -0.083894999999999983 -0.51843499999999987 0.11690000000000002 -0.070649999999999977 -0.095189999999999983 -0.050494999999999991 0.082105000000000025 0.079510000000000011 0.085155000000000022 0.093615000000000018 0.085500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 8 -1 17 -5 -11 -4 14 -14 15 16 -13 -7 21 -9 -21 22 24 -24 -19 26 27 -25 -29 -22
right_child=1 2 11 9 -6 6 -8 19 -10 10 -12 12 13 -15 -16 -17 -18 18 -20 20 29 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00046257224147528022 0.0013674609015267057 -0.00073391393732761656 -0.0001455710035153103 0.0016428828731995123 0.0022281841744893941 0.0022152992843183263 2.9783630686933176e-05 0.00065735941275108748 0.00014377170187604999 0.00092253896425743636 -0.00041859266527895201 7.1197586247706809e-05 0.0010053652427519137 0.00032591227399465968 0.0002963327347423966 0.0023197259775988278 0.001343167318090623 0.00042830456603056547 0.00063946061681174069 0.0025129297663098534 0.0014138802687426169 0.00066402134110538243 0.0022493177216036547 0.0019417077411813064 0.0015396765086847894 0.0017852829489864509 0.00044200401503875195 0.0010698087456009601 0.0019435793969940084 0.0017126130862906647
leaf_weight=35 70 23 31 21 32 23 24 25 21 53 22 21 78 209 34 20 68 37 50 21 1596 31 30 45 28 76 20 167 31 179
leaf_count=35 70 23 31 21 32 23 24 25 21 53 22 21 78 209 34 20 68 37 50 21 1596 31 30 45 28 76 20 167 31 179
internal_value=0 0.000668166 0.000567028 0.00136287 0.00138579 0.00137474 0.00120839 0.001427 0.00125899 0.000772772 0.00052914 0.000631935 0.000687987 0.000510572 0.00104406 0.00127729 0.00104304 0.00130252 0.00126175 0.00144553 0.0014565 0.00132867 0.00137614 0.00145877 0.000907049 0.00138881 0.00127424 0.00134274 0.00120661 0.00144401
internal_weight=0 554 484 2567 2471 2439 583 1856 559 96 75 461 430 287 143 109 89 538 515 1821 1796 465 434 369 65 339 263 243 198 1775
internal_count=3121 554 484 2567 2471 2439 583 1856 559 96 75 461 430 287 143 109 89 538 515 1821 1796 465 434 369 65 339 263 243 198 1775
is_linear=0
shrinkage=0.00555105


Tree=1623
num_leaves=31
num_cat=0
split_feature=1 155 0 123 2 10 43 34 51 14 12 13 44 3 13 40 13 4 16 133 43 156 1 52 43 16 0 16 13 484
split_gain=5.78062 1.10907 0.973272 0.912864 0.847135 0.916425 1.02779 0.792715 0.786117 0.821198 1.09366 0.635292 0.604746 0.629826 1.01659 0.637363 0.596013 0.541538 0.665181 0.534951 0.735047 0.527133 0.472421 0.938105 0.497399 0.497098 0.742986 0.45093 0.518728 1.21258
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 0.084025000000000016 1.0000000180025095e-35 0.09820000000000001 0.084740000000000024 -1.0000000180025095e-35 -0.086719999999999978 -0.073114999999999986 -0.10022999999999999 -0.0075049999999999987 1.0000000180025095e-35 0.10893000000000001 -0.28558999999999996 0.0046150000000000002 -0.16152999999999998 0.042705000000000007 -0.097644999999999996 -0.030254999999999994 -0.080324999999999994 0.082410000000000011 0.13707500000000003 0.024145000000000003 -0.078139999999999973 -0.5315899999999999 -0.14226499999999997 -0.094359999999999986 -0.085384999999999975 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 12 5 6 7 -2 -6 10 -10 -12 13 15 -15 16 -1 18 -18 -5 -21 -19 23 24 -11 -26 -27 -20 29 -29
right_child=1 -3 -4 19 8 -7 -8 -9 9 22 11 -13 -14 14 -16 -17 17 21 27 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00036604667784558719 0.00014947045880426744 0.0016207054426186055 -0.00065936606489766948 0.0015383297914228699 -0.00057043697563140196 0.00018004701899275585 0.0023744182546754124 0.0012448722900310983 0.0021901406154173626 0.00013530089632827295 9.7894887382288386e-05 0.0013184260002804314 0.0020863825615750967 0.0017564288619407265 0.0001549279311275471 0.00043566220655833827 0.0017300359784699656 0.0011679696570926267 0.00082075816654701012 0.00086382859019052717 -0.00039195342493500852 0.00029406850067177436 -4.7845250068540067e-05 -0.00047614737699971596 0.00020063062686047397 0.0021345954635445022 0.00080969118872159062 0.0014448805752929411 0.0012934095847767432 0.0027391831259894689
leaf_weight=22 30 35 21 21 24 41 20 83 20 34 33 25 32 20 39 28 147 291 57 53 22 25 72 26 22 20 48 338 1446 26
leaf_count=22 30 35 21 21 24 41 20 83 20 34 33 25 32 20 39 28 147 291 57 53 22 25 72 26 22 20 48 338 1446 26
internal_value=0 0.000625644 0.00055854 0.00127614 0.000609897 0.000934936 0.00116765 0.000954058 0.00043534 0.000515802 0.00102556 0.000623986 0.0012976 0.00128725 0.00069781 0.00130187 0.00131218 0.00132111 0.00135599 0.000723592 0.000495466 0.00109883 0.000336696 0.000521276 0.000730413 0.000955233 0.00119937 0.00132654 0.00134246 0.00153733
internal_weight=0 554 519 2567 498 174 133 113 324 300 78 58 2471 2439 59 2380 2352 2330 2014 96 75 316 222 150 124 90 68 1867 1810 364
internal_count=3121 554 519 2567 498 174 133 113 324 300 78 58 2471 2439 59 2380 2352 2330 2014 96 75 316 222 150 124 90 68 1867 1810 364
is_linear=0
shrinkage=0.00577531


Tree=1624
num_leaves=31
num_cat=0
split_feature=1 3 12 123 52 157 4 52 43 44 15 11 0 133 3 403 400 147 159 133 2 1456 43 132 159 42 16 0 155 1447
split_gain=4.6823 1.02895 0.819292 0.740377 0.721185 0.826492 0.636774 0.620256 0.566846 0.556103 0.549615 0.802801 0.923046 0.635381 1.05705 0.76136 0.664181 0.634426 0.69507 0.627134 1.09626 1.0114 0.73186 0.619817 0.607372 0.599961 0.603389 0.579501 0.548907 0.530221
threshold=0.10920500000000001 0.31534000000000006 -0.42850999999999995 1.0000000180025095e-35 -0.53964499999999982 -0.081749999999999975 -0.010655 -0.049749999999999996 -0.085594999999999991 1.0000000180025095e-35 0.040760000000000005 0.077290000000000011 -0.15090499999999998 0.076280000000000014 0.11924500000000002 -0.088584999999999983 -0.077734999999999985 0.087210000000000024 0.12693000000000002 0.08784500000000002 0.087995000000000004 -0.081804999999999989 -0.032879999999999993 0.089535000000000017 -0.23203499999999996 0.084635000000000016 -0.071854999999999988 -0.098289999999999975 0.10022500000000002 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 9 -2 -6 7 -7 -5 10 13 29 -13 14 15 -1 -17 18 23 20 25 -22 24 -18 -21 26 -15 -19 -26 -12
right_child=1 2 -4 8 5 6 -8 -9 -10 -11 11 12 -14 19 -16 16 17 27 -20 22 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=5.8222195053660702e-05 0.0016199740500091734 0.00065474442505416631 -0.00040667422415521532 0.0013429168172162016 -0.00049323118806127988 0.00069397187909157085 0.00054231168697350615 0.0017191426156039347 0.00045856538498786431 0.0018270194497888579 0.0017744896407449939 0.0011791657009187979 0.0027268617030243984 0.0021107274516627729 -0.00020408270725219733 0.00015086206710332459 0.0010779521527206359 -0.00011106824132689936 0.0020403452309852689 0.0016781123632453692 0.0010572772777641603 0.002471149473211259 0.0019042465684115091 0.00037821259209644729 0.00092114710883806278 0.00050935381992477525 0.0011061943241563587 0.0010388097970656131 -1.8663137718304179e-05 0.0011280989902077007
leaf_weight=27 21 35 56 28 20 44 349 29 92 31 39 25 21 23 24 27 598 27 21 29 23 43 25 40 231 35 77 25 20 1036
leaf_count=27 21 35 56 28 20 44 349 29 92 31 39 25 21 23 24 27 598 27 21 29 23 43 25 40 231 35 77 25 20 1036
internal_value=0 0.000530603 1.56372e-06 0.00108228 0.000634582 0.000587765 0.000638997 0.00110123 0.000664914 0.00110275 0.00109345 0.00118168 0.00188572 0.00101708 0.000920545 0.000955827 0.000988666 0.00102048 0.00106615 0.00116761 0.00140362 0.00197844 0.00101208 0.00103408 0.000932418 0.0011226 0.00133724 0.000441758 0.000846262 0.00115155
internal_weight=0 554 91 2567 463 442 422 73 120 2447 2416 1121 46 1295 789 765 738 711 659 506 201 66 305 638 280 135 100 52 251 1075
internal_count=3121 554 91 2567 463 442 422 73 120 2447 2416 1121 46 1295 789 765 738 711 659 506 201 66 305 638 280 135 100 52 251 1075
is_linear=0
shrinkage=0.0054422


Tree=1625
num_leaves=31
num_cat=0
split_feature=1 1 457 2 15 16 3 1 4 0 2 2 14 41 43 43 13 0 401 4 1210 49 49 0 147 11 41 1209 150 0
split_gain=3.81153 0.840753 0.698633 0.817462 1.08034 0.737622 0.735293 0.691594 0.890522 1.11245 0.686241 0.652931 0.721147 0.569372 0.654669 0.604175 0.655163 0.527855 1.0859 1.44261 0.564282 0.521766 0.467075 0.475207 0.445296 0.622634 1.06861 0.473221 0.436933 0.485741
threshold=0.11146500000000002 0.16773500000000005 0.078435000000000019 1.0000000180025095e-35 -0.41942499999999994 -0.48836499999999994 -0.082794999999999994 0.091195000000000012 -0.17966999999999997 -0.066089999999999996 0.12358500000000001 0.09358000000000001 -1.0000000180025095e-35 0.088820000000000024 0.0061450000000000003 -0.072864999999999985 -0.071554999999999994 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 -0.062539999999999984 0.065470000000000014 0.14233500000000002 -0.062294999999999996 0.089365000000000014 0.077290000000000011 0.079300000000000009 -0.090519999999999975 -0.090724999999999986 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -6 17 -9 11 -4 -10 -13 14 15 -5 21 24 19 -19 -21 -17 23 -18 25 27 -27 -1 -29 -30
right_child=1 -3 10 13 6 -7 -8 8 9 -11 -12 12 -14 -15 -16 16 22 18 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.001605705227507623 0.0009429917682696867 -0.00054973055141060263 -0.00087976077641321773 -4.1441445940914233e-05 0.0020428583233926293 -0.00024342056969338087 0.00093963762693702866 0.0012569636183829584 0.00095075564539170347 1.2029136366602836e-05 0.00050119643624019715 0.0014244864496288678 0.00035773064094701666 0.0011931691567018804 -0.00053992459334410085 0.0004766011148977087 0.0015395827445592297 0.0022438148005419524 -0.0001693086931849549 -7.061690688948277e-05 0.00086130827520247244 -0.00051645829870101858 0.00024018114983036888 0.00051382711353057233 0.00032650387346804872 0.0023082298097307783 0.00083321377123177784 0.0016715714850620781 0.0018052369287824082 0.00098832973116211548
leaf_weight=39 26 23 20 66 21 35 95 95 261 60 21 21 128 22 24 61 36 21 30 20 246 20 21 20 25 29 27 28 21 1559
leaf_count=39 26 23 20 66 21 35 95 95 261 60 21 21 128 22 24 61 36 21 30 20 246 20 21 20 25 29 27 28 21 1559
internal_value=0 0.000447153 0.000494137 0.000555277 0.000837083 0.000262263 0.00113936 0.000951048 0.000785813 0.00069058 -0.000172441 0.00078988 0.000508079 0.000370538 0.000297563 0.000387293 0.000566385 0.0009967 0.000796563 0.000897525 0.000791239 0.000231401 0.00091877 0.00117324 0.00103341 0.00104379 0.00159706 0.00102498 0.0010109 0.000999187
internal_weight=0 511 488 447 177 61 116 2610 565 470 41 410 149 270 248 224 158 2045 317 287 266 81 77 56 1728 1703 56 1647 1608 1580
internal_count=3121 511 488 447 177 61 116 2610 565 470 41 410 149 270 248 224 158 2045 317 287 266 81 77 56 1728 1703 56 1647 1608 1580
is_linear=0
shrinkage=0.00533549


Tree=1626
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 4 4 0 15 1 12 150 0 4 3 133 15 10 123 16 1 0 11 4
split_gain=299.726 49.2169 29.1247 26.5937 17.0859 15.5678 11.0977 9.14099 8.60156 8.44705 7.17802 7.0902 5.39339 6.77845 5.36697 4.31663 3.79926 3.40184 3.13122 2.69905 4.40637 2.2797 2.211 2.16008 2.15225 3.56564 2.10697 1.96511 1.88021 1.85524
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.14285500000000004 -0.111605 0.40473500000000007 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.11586 1.0000000180025095e-35 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 0.11269500000000002 -0.095869999999999983 -0.39453499999999991 0.10695000000000002 -0.39185999999999993 0.13927000000000003 0.14486500000000005 0.075910000000000019 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 12 -5 10 17 -4 -6 13 14 -1 -14 24 21 -15 -20 -21 27 -17 -10 25 -12 -27 29 -8 -7
right_child=1 2 8 7 11 9 28 -9 23 -11 16 -13 15 18 -16 22 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023745887576492679 0.0021636241428150131 0.0010624361520176872 0.0015244094737270164 0.002014056613841385 0.0019627827668426026 0.0021735185652419897 0.0024120022916172723 0.001148093578256477 0.00045496621302878646 0.0013442651393494492 0.00054805718257681848 0.0011997022277129492 0.0021156110599621506 0.0022789373289208779 0.0015960212727982781 0.0018781280216360477 0.001270224915529953 0.0015391391456838345 0.0025926621403681883 0.0016622596741323358 0.0021620200887230985 0.0017835301907441852 0.0013046751578920021 -8.3790900453611572e-05 0.00032279446417591651 0.0012005064345558532 0.00068818979710957547 0.001669735433331452 0.0028584564147733026 0.0019389798018948927
leaf_weight=23 74 222 22 34 71 211 25 63 28 39 89 32 108 1173 53 29 20 27 23 35 368 56 21 26 30 33 26 20 54 86
leaf_count=23 74 222 22 34 71 211 25 63 28 39 89 32 108 1173 53 29 20 27 23 35 368 56 21 26 30 33 26 20 54 86
internal_value=0 0.00112807 0.00100014 0.00214227 0.00127264 0.00217076 0.00222324 0.00145163 0.000676907 0.00194219 0.000795055 0.00172571 0.00220195 0.00222438 0.00183164 0.00196424 0.000714015 0.00200048 0.00224304 0.00214421 0.00211862 0.00203388 0.00163728 0.000195565 0.00065152 0.000718154 0.00097474 0.00207811 0.00271717 0.0021056
internal_weight=0 673 599 2448 325 2351 1912 97 274 439 220 103 1833 1675 76 158 198 400 1599 426 403 373 50 54 178 148 59 317 79 297
internal_count=3121 673 599 2448 325 2351 1912 97 274 439 220 103 1833 1675 76 158 198 400 1599 426 403 373 50 54 178 148 59 317 79 297
is_linear=0
shrinkage=0.00134594


Tree=1627
num_leaves=31
num_cat=0
split_feature=1 3 12 15 1 4 4 2 0 16 48 130 43 148 4 0 1186 51 16 13 34 124 15 160 160 3 403 402 15 16
split_gain=4.08532 0.831368 0.81579 0.73645 0.863499 1.16239 1.7088 0.897805 1.02288 0.716541 0.970792 0.631325 0.632599 0.578815 0.668655 0.561333 0.526113 0.520363 0.608221 0.845243 0.525265 0.597523 0.504022 0.502769 1.02644 0.684533 0.790652 0.939097 0.738191 0.910049
threshold=0.11146500000000002 0.31534000000000006 -0.42850999999999995 0.083195000000000005 0.08864000000000001 -0.17966999999999997 -0.068329999999999988 0.091265000000000013 -0.068944999999999992 -0.36241499999999999 0.084170000000000009 -0.086274999999999991 -0.52440999999999993 -0.078044999999999989 -0.010655 -0.11991499999999998 0.084720000000000004 -0.40274499999999996 -0.50992999999999988 0.10820000000000002 -0.038779999999999995 0.0049200000000000008 0.084735000000000019 -0.089744999999999978 -0.088079999999999978 -0.076514999999999986 -0.088144999999999987 -0.095989999999999978 -0.079249999999999987 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 -3 4 11 -6 -7 8 -8 -9 -11 -1 -13 -2 -15 -5 23 -16 -19 20 -20 -22 -17 -14 -25 26 27 -26 -27 -30
right_child=1 2 -4 15 5 6 7 9 -10 10 -12 12 16 14 17 22 -18 18 19 -21 21 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=0.0017532590245244953 -0.00016098753522561876 0.00058486443132196484 -0.00036735524763638593 0.0013997969907400337 0.0011544730962169839 -0.00052746329760806128 0.00096484025684682149 0.00077056166630344277 3.9455651173244835e-06 -0.00067513749813846269 0.00041753862361653923 7.5710486521993393e-05 0.0010902756689802017 0.00094942710603981352 0.0010212510234709658 0.0012725329279252749 0.0015344343999389031 0.00088300700513325601 -0.00025024922616434791 -0.00043086115931469804 0.00060469574212897929 -0.00026495061242498482 0.00092292326605312536 -0.00025354552576540201 0.0011819913584500718 0.00094939184970850934 0.0010220396631542804 -0.00010697648685486522 -0.00030411237230828478 0.00062781906097961746
leaf_weight=20 28 34 55 73 89 32 188 55 30 28 59 22 217 81 34 108 30 48 25 33 152 21 889 20 22 104 455 33 32 104
leaf_count=20 28 34 55 73 89 32 188 55 30 28 59 22 217 81 34 108 30 48 25 33 152 21 889 20 22 104 455 33 32 104
internal_value=0 0.000420859 -3.58593e-06 0.00089336 0.000825696 0.000655903 0.000542707 0.000637834 0.000832607 0.000338816 6.58727e-05 0.000902817 0.000886446 0.000510374 0.000558085 0.000990745 0.000903984 0.000456812 0.000388027 0.000285174 0.000404513 0.000499132 0.000960795 0.000884822 0.000826921 0.000855733 0.000955886 0.000408611 0.00064291 0.000408541
internal_weight=0 511 89 2610 1540 481 392 360 218 142 87 1059 1039 422 394 1070 1017 313 279 231 198 173 997 987 770 750 510 55 240 136
internal_count=3121 511 89 2610 1540 481 392 360 218 142 87 1059 1039 422 394 1070 1017 313 279 231 198 173 997 987 770 750 510 55 240 136
is_linear=0
shrinkage=0.00483252


Tree=1628
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 11 2 13 11 43 150 1 3 4 43 47 16 14 1 16 2 51 50 12 1
split_gain=306.758 49.5318 32.0994 27.1764 21.9245 18.3249 13.8244 10.2002 9.33104 8.52233 5.92198 5.47484 4.62186 3.81559 3.86653 4.22281 3.66016 3.50538 3.50146 3.23864 3.13959 5.31334 3.18447 3.09834 2.74503 2.68077 2.24795 2.2288 2.20085 2.16878
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 0.17025000000000004 -0.004174999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.084120000000000014 0.091195000000000012 -0.098469999999999988 -0.014149999999999998 -0.14792499999999997 0.090100000000000013 -0.105305 -0.46166999999999997 0.15799000000000005 0.11346000000000002 0.13501500000000002 -0.085989999999999997 0.041865000000000006 0.096475000000000019 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 28 10 -5 16 12 -4 14 18 17 -1 -16 -10 -15 22 -22 -3 -13 -7 26 -24 -12 -6 -21
right_child=1 2 11 9 7 24 -8 -9 13 -11 27 23 -14 19 15 -17 -18 -19 -20 29 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023543118900090933 0.002237043821224458 0.0014582163063283796 0.00066270309283414006 0.0020787909648341428 0.0023138531213636924 0.0011974737811572952 0.0013106890096545025 0.00124563657523093 0.0023345214918940142 0.0012908722956464808 0.0025419701624843334 0.00059698113835715972 0.0011872236288300827 0.0020046561914908341 0.0016424956702575984 0.0014868976131288828 0.0021746211238293507 0.0021234429501863303 0.0021214384015105455 0.0029246996509124817 0.0011326232507341287 0.0019366832467114686 0.00070702701170244353 -4.2705493624457721e-05 0.0018061998635645804 0.00064967197501664142 0.0011310810845756216 0.0030374634825707223 0.0018806774572069692 0.0024172539657919549
leaf_weight=1115 74 31 88 34 29 26 24 39 226 63 40 29 39 21 27 21 218 251 275 20 39 20 23 21 22 27 160 23 54 42
leaf_count=1115 74 31 88 34 29 26 24 39 226 63 40 29 39 21 27 21 218 251 275 20 39 20 23 21 22 27 160 23 54 42
internal_value=0 0.0012581 0.00113716 0.00222495 0.00132731 0.00225209 0.00226826 0.00178064 0.00227834 0.00156705 0.00234288 0.000683815 0.000823776 0.0021763 0.00214944 0.00203531 0.00232493 0.00207673 0.00221756 0.00243514 0.00114295 0.00140519 0.00107876 0.000328313 0.00147647 0.00102274 0.00107778 0.00272286 0.00203203 0.00258095
internal_weight=0 673 599 2448 422 2351 2303 122 2279 97 1396 177 127 883 800 299 1333 278 501 83 300 59 241 50 48 210 183 63 83 62
internal_count=3121 673 599 2448 422 2351 2303 122 2279 97 1396 177 127 883 800 299 1333 278 501 83 300 59 241 50 48 210 183 63 83 62
is_linear=0
shrinkage=0.00126831


Tree=1629
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 2 14 10 47 0 1 4 3 4 3 160 47 0 3 49 1 0 0 15 43
split_gain=314.261 35.5 33.0016 24.0412 18.1273 11.8953 11.0886 10.0106 9.42357 7.44872 6.45255 5.36347 5.12731 4.33583 4.30572 4.19132 4.17928 3.90707 4.36739 3.84495 3.65259 3.36211 3.1596 3.07907 2.96598 3.42916 2.93892 2.77365 3.64758 2.64256
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 0.12958500000000003 0.23246000000000003 -0.16363499999999997 0.033845000000000007 0.11389000000000002 0.076175000000000007 -0.014199999999999999 0.077555000000000013 -0.066089999999999996 0.14089500000000002 -0.059649999999999988 0.30112000000000005 0.49041500000000005 0.090900000000000009 -0.081069999999999989 0.091680000000000011 -0.097024999999999986 -0.065229999999999996 -0.063424999999999981 0.10089500000000001 -0.059114999999999994 -0.11242999999999999 -0.095244999999999982 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 10 11 12 -5 -6 14 13 27 26 16 22 -8 -1 18 -14 -18 -16 24 -7 -22 25 -10 -3 28 -4 -2
right_child=1 6 5 7 8 9 15 -9 21 -11 -12 -13 17 -15 20 -17 19 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026123740881314559 0.0010802085888680303 0.00071123147507819466 0.0026884731892301726 0.00242886153434814 0.0024758667291416366 0.0029395462548220206 0.0019271598207516029 0.0015416178198157523 0.0020766606502140316 0.0021303135570686295 0.001598338278297271 0.0031131336922473555 0.00137388135370763 0.0029125244609734362 0.0016892981323569571 0.0010472161382780387 0.0023081854351609805 0.00059000385243843882 0.00082090076939210737 0.0016564440200549303 0.0024614279178267035 0.0020266991451302558 0.0024999930737866116 0.0020301000652810314 0.0012912016475768793 0.0013537782271764265 3.1007220295655805e-05 0.0026199610399370182 0.0018288105646728262 0.0014362634832531208
leaf_weight=71 77 28 20 79 31 37 27 41 30 171 22 46 50 33 20 20 83 61 77 25 131 31 561 48 70 26 26 1053 22 104
leaf_count=71 77 28 20 79 31 37 27 41 30 171 22 46 50 33 20 20 83 61 77 25 131 31 561 48 70 26 26 1053 22 104
internal_value=0 0.00126987 0.00245059 0.00162005 0.00207869 0.00252501 0.000905163 0.00212572 0.00174182 0.00240622 0.00234934 0.00262579 0.000779398 0.00242728 0.00246542 0.00155272 0.00233782 0.000893051 0.00103861 0.00215732 0.00227979 0.00159688 0.00252719 0.00234576 0.00149113 0.00174104 0.000383716 0.00260532 0.00223817 0.00128479
internal_weight=0 590 2531 301 422 2109 289 120 188 968 234 1141 242 212 797 47 179 188 127 108 199 157 598 179 126 56 54 1095 42 181
internal_count=3121 590 2531 301 422 2109 289 120 188 968 234 1141 242 212 797 47 179 188 127 108 199 157 598 179 126 56 54 1095 42 181
is_linear=0
shrinkage=0.00145689


Tree=1630
num_leaves=31
num_cat=0
split_feature=1 3 3 12 1375 49 2 12 16 14 2 30 8 4 12 148 0 0 47 131 4 3 2 14 124 401 401 4 42 128
split_gain=5.52869 0.928017 0.888907 0.935878 0.800446 0.768005 0.839972 0.734712 0.728701 0.674066 0.635222 1.36881 0.637187 0.606045 0.590129 0.537681 0.537243 0.534925 0.491078 0.771412 0.482199 0.830525 0.450147 0.441984 0.620268 0.438685 0.739526 1.25713 0.556518 0.643679
threshold=0.11146500000000002 0.31534000000000006 -0.07359499999999998 0.051320000000000005 -0.092319999999999985 0.14705000000000004 -0.0091949999999999983 -0.42850999999999995 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.086065000000000016 0.089545000000000013 -0.04890499999999999 -0.12529499999999996 -0.078044999999999989 -0.070154999999999981 -0.18901999999999997 0.11043500000000002 0.09031500000000002 -0.37944499999999992 0.11296500000000002 0.15950500000000004 -0.46166999999999997 -0.078224999999999989 0.084905000000000022 0.080190000000000011 -0.51843499999999987 -0.14609499999999997 0.11170500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 8 -4 6 16 -3 -1 14 11 12 18 -12 -8 -15 -6 -17 19 -2 -16 -22 -9 -19 -25 26 27 -5 -29 -30
right_child=1 7 4 25 5 -7 9 22 -10 -11 13 -13 -14 15 20 17 -18 23 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0012129750081720063 0.0021720216568996108 0.0007116352662586286 5.5046910979124534e-05 0.0026679229919128085 0.0011338190638630135 0.00024574751549310105 0.0020576551764787741 6.8286519769367808e-05 -0.00016972816489375535 0.0020405679579174728 0.0012654306182333201 0.0001132768352560874 0.00032339995691337155 -0.00045619159531141431 0.0015041660125324049 0.001294670262007832 -1.6110905364361751e-05 0.0009416580332539165 0.0009767864597242219 0.00088351938878848788 0.0011114517208597361 0.00026708955704193138 -0.00096538951732086972 -0.00062743039185758729 0.0004086690471146264 0.0015534849074494274 0.00026018749276670059 0.0017480172543534937 0.0012599540423904184 0.00036188422803834817
leaf_weight=23 41 34 24 20 21 32 21 34 24 27 29 45 20 20 82 23 31 36 48 22 451 39 21 21 117 189 22 71 1508 25
leaf_count=23 41 34 24 20 21 32 21 34 24 27 29 45 20 20 82 23 31 36 48 22 451 39 21 21 117 189 22 71 1508 25
internal_value=0 0.000585273 0.00121667 0.00128038 0.00105196 0.00108594 0.00112595 7.01591e-05 0.000506914 0.00118279 0.000693911 0.000948531 0.00123545 0.000511744 0.00114373 0.000411021 0.000448284 0.000499063 0.00139978 0.00172207 0.00111018 0.00104425 -0.00032639 0.000393896 0.000251002 0.0013002 0.00127111 0.00128481 0.00126756 0.00124531
internal_weight=0 511 2610 1882 728 704 672 89 47 620 422 176 131 246 593 217 52 197 111 63 572 490 55 174 138 1835 1646 1624 1604 1533
internal_count=3121 511 2610 1882 728 704 672 89 47 620 422 176 131 246 593 217 52 197 111 63 572 490 55 174 138 1835 1646 1624 1604 1533
is_linear=0
shrinkage=0.00555105


Tree=1631
num_leaves=31
num_cat=0
split_feature=1 1 147 12 151 0 4 4 0 2 14 156 52 41 3 4 40 45 0 4 4 42 0 1455 16 13 42 1 48 1446
split_gain=4.48645 1.05949 0.850308 0.831464 0.837726 0.680876 0.646647 0.590413 0.57206 0.549723 0.474154 0.654277 0.858784 1.11901 0.54607 0.566977 0.497586 0.614914 0.872295 1.0093 0.685224 0.807715 0.720744 0.660205 0.730059 0.735678 0.65135 0.586738 0.534701 0.894187
threshold=0.10293500000000001 0.13210500000000003 0.10100500000000003 -1.0000000180025095e-35 0.050660000000000004 0.024095000000000002 0.40124500000000002 -0.013514999999999998 -0.14723999999999998 0.15109000000000003 0.062655000000000016 0.085790000000000019 -0.069804999999999992 0.079395000000000007 0.10299500000000002 -0.059649999999999988 -0.081174999999999983 0.081955000000000014 -0.13843999999999998 0.0033150000000000007 0.022185000000000003 0.11649000000000002 -0.097734999999999989 0.087480000000000016 -0.16075999999999999 -0.087714999999999987 -0.074124999999999983 0.089625000000000024 0.093265000000000015 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 8 7 -3 9 -5 -2 10 14 12 -12 -14 16 -16 -1 18 19 27 22 23 -20 24 25 -22 -27 -18 29 -24
right_child=1 5 -4 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 20 -21 21 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00060728378792258939 -0.00012950532152343578 0.00043170958416568681 -0.00030273532378949326 0.0012059042895425319 0.0019238232531409859 -0.00044129940319609444 0.00017158421058933017 0.00070209637885954837 0.00066574044882516991 0.00023357156480334455 0.00036657135675661063 0.0023895713660307036 0.002459382335498651 0.00071288336693491332 0.0010047822925453728 -0.00017309509596667399 0.00057442188628194929 0.0021156053967657934 0.0019565111819292002 0.0012174742766190962 0.00069779186357823476 -0.00017700642852623767 0.0011912712626977976 0.0018783657008060071 0.00064401369531817796 0.0010330172684468683 0.0023770297793545853 -0.00068001528922013847 0.00083692771590833598 0.0020760717860420588
leaf_weight=54 37 197 22 113 26 32 22 196 113 21 22 21 26 20 34 20 27 20 38 43 34 20 1575 23 137 20 25 20 127 36
leaf_count=54 37 197 22 113 26 32 22 196 113 21 22 21 26 20 34 20 27 20 38 43 34 20 1575 23 137 20 25 20 127 36
internal_value=0 0.000623097 0.000764644 0.000813061 0.000966858 0.000309717 0.00111888 0.000886337 0.00046958 0.0011277 0.00113572 0.00153311 0.00126862 0.00170003 0.00112002 0.000568531 0.00113356 0.00114681 0.00113769 0.000602894 0.00116134 0.000894607 0.00120024 0.000984282 0.000889078 0.00131406 0.00177969 4.06188e-05 0.00118371 0.00121104
internal_weight=0 736 507 485 335 229 2385 309 150 2363 2342 89 68 46 2253 54 2199 2145 2125 90 2035 259 1776 239 216 79 45 47 1738 1611
internal_count=3121 736 507 485 335 229 2385 309 150 2363 2342 89 68 46 2253 54 2199 2145 2125 90 2035 259 1776 239 216 79 45 47 1738 1611
is_linear=0
shrinkage=0.00555105


Tree=1632
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 2 47 1 4 1 42 457 1 12 14 1 1 47 49 1 0 52 4 48 52 0 4 475
split_gain=217.266 25.839 24.0886 16.062 13.7242 11.3198 11.195 7.10683 6.78354 6.49335 5.06349 4.3591 4.24411 3.95328 6.20806 3.34148 3.31423 3.29461 3.2463 3.03343 2.76136 2.69459 2.55062 2.33758 2.31653 2.27835 2.24275 2.23666 2.41362 2.21343
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.091265000000000013 0.14122000000000004 0.090100000000000013 0.09253500000000002 0.061775000000000004 0.086920000000000011 0.11066000000000001 0.080930000000000016 0.084525000000000003 0.08401500000000002 0.062655000000000016 1.0000000180025095e-35 0.15964000000000003 0.081320000000000017 -0.012034999999999999 0.089770000000000016 0.034820000000000011 0.056145000000000007 -0.0057249999999999992 0.092065000000000022 0.31359500000000001 -0.030209999999999997 0.0052350000000000009 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 20 8 11 13 12 -4 -10 16 -3 17 -15 19 26 27 23 24 -2 -19 25 -7 -13 -23 29 28 -8 -1
right_child=1 5 9 -5 -6 18 7 -9 10 -11 -12 15 -14 14 -16 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020249915954843201 0.0015410087694197724 0.0011489941091716099 0.0021090117841705436 0.0014105380662501707 0.0012231025632251625 0.00054122742120090263 0.0022616363904930403 0.001563631274866415 0.0021566014917519262 0.0013445808728554229 0.0013228143663514375 0.0014041991234789877 0.00061227989196122349 0.0022948997774430132 0.0012123793121533791 0.0022969023435756675 0.002762075635478865 0.0027253956194573312 9.9085763972165495e-05 0.0024293170325816768 0.0021383037728052176 0.0017625247551894476 0.0024733502629621148 0.0010881715724742596 0.0020359430484711756 0.0023973393758371618 0.002042826571557767 0.0018633416935547003 0.0020642810929127182 0.0024205222289972539
leaf_weight=31 20 202 34 45 74 43 352 41 22 77 52 22 37 23 22 370 55 40 21 20 92 28 66 27 28 21 37 49 210 960
leaf_count=31 20 202 34 45 74 43 352 41 22 77 52 22 37 23 22 370 55 40 21 20 92 28 66 27 28 21 37 49 210 960
internal_value=0 0.00126063 0.00224237 0.00227281 0.00170997 0.00105375 0.00228915 0.00215542 0.00118525 0.00157873 0.0015707 0.00236396 0.0010659 0.00218533 0.00176567 0.00224168 0.00241364 0.00220999 0.000601475 0.00194979 0.00203164 0.00239969 0.0022864 0.000752192 0.00175798 0.00203459 0.002395 0.00216186 0.00218789 0.00240815
internal_weight=0 590 2531 2420 186 404 2375 852 313 111 74 1523 239 811 45 440 1083 766 91 70 112 155 115 70 50 49 1028 611 562 991
internal_count=3121 590 2531 2420 186 404 2375 852 313 111 74 1523 239 811 45 440 1083 766 91 70 112 155 115 70 50 49 1028 611 562 991
is_linear=0
shrinkage=0.00145689


Tree=1633
num_leaves=31
num_cat=0
split_feature=1 3 1 12 39 2 156 0 15 0 401 4 52 130 49 43 43 4 13 15 39 13 47 48 150 3 403 403 4 52
split_gain=4.54513 0.812758 0.729576 0.853916 0.597527 0.602234 0.571437 0.665762 1.00728 0.551303 0.92467 1.24168 0.52894 0.517276 0.813679 0.784324 0.891519 0.824459 0.630232 0.506276 0.501384 0.707876 0.477801 0.538602 0.545285 0.922064 0.576975 0.725564 0.477418 0.893662
threshold=0.11146500000000002 0.31299000000000005 0.091195000000000012 -0.010834999999999999 0.087735000000000021 1.0000000180025095e-35 0.10272000000000002 -0.060129999999999996 -0.070929999999999979 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 0.056145000000000007 0.10797500000000002 0.10969000000000002 -0.11720999999999999 -0.064334999999999989 -0.059649999999999988 -0.046499999999999993 0.091650000000000023 0.090190000000000006 -0.0079349999999999993 0.098400000000000015 0.090225000000000014 0.081835000000000019 -0.083654999999999993 -0.44023999999999991 -0.072624999999999981 0.042705000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 20 5 -2 7 8 -7 28 11 -11 -3 14 15 -13 -17 18 -18 -19 21 -4 23 24 26 -26 -5 -28 -1 -30
right_child=1 12 3 22 -6 6 -8 -9 -10 10 -12 13 -14 -15 -16 16 17 19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0011678752249000624 0.0010812625364618438 -0.0001034968906794799 0.00059014236820255882 0.00022696880587321649 0.00036392433052741751 0.00099177331373893332 0.0013148594504412859 -0.00029145155659815914 -0.00019775237318127813 0.0022130523297921429 2.3370845323179718e-05 9.4903556303430644e-05 0.00070958813756265065 0.0016600565071706183 -3.3770319229637465e-05 0.0016313997152168865 0.00062133124435359479 -0.00039360645221700902 0.0014646942803257005 0.0007833705614901606 0.0011528639459600081 -0.00043526351850153963 0.00051974718977770243 0.0017037179708461986 -0.00034395310516358425 0.0010218227951671567 0.0021067318019463853 0.0010730871253612311 0.00061299093565445875 0.0012813557086188247
leaf_weight=1506 105 81 70 20 152 64 23 28 28 21 30 27 30 22 27 52 44 20 54 20 25 25 52 32 21 38 20 262 124 98
leaf_count=1506 105 81 70 20 152 64 23 28 28 21 30 27 30 22 27 52 44 20 54 20 25 25 52 32 21 38 20 262 124 98
internal_value=0 0.000512272 0.00105174 0.000885354 0.000622167 0.000780444 0.000559563 0.000414798 0.000629744 0.00109771 0.000897184 0.000988523 0.000116256 0.00089185 0.000822585 0.000929136 0.00104768 0.000827734 0.00108604 0.000194882 0.00049375 0.000320299 0.000990955 0.0010533 0.000995648 0.000535699 0.00108551 0.0011464 0.00113449 0.000908035
internal_weight=0 511 2610 565 400 248 143 120 92 2045 317 287 111 266 244 217 190 138 98 40 120 95 445 393 361 59 302 282 1728 222
internal_count=3121 511 2610 565 400 248 143 120 92 2045 317 287 111 266 244 217 190 138 98 40 120 95 445 393 361 59 302 282 1728 222
is_linear=0
shrinkage=0.00523088


Tree=1634
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 1 2 47 1 2 2 52 1429 1 51 47 4 52 1 51 16 16 12 16 156 15
split_gain=272.857 44.7866 27.7003 23.2762 18.5702 13.69 9.74597 8.5524 8.01887 6.58686 6.36354 5.70545 3.67923 4.42817 3.09846 3.28048 2.9062 2.7897 2.75645 2.38756 4.3525 2.27117 1.87962 1.89589 2.01805 1.99465 1.7146 1.64032 1.59985 1.58399
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.27834500000000006 0.09253500000000002 0.092365000000000017 0.13082500000000002 0.080270000000000022 0.089775000000000008 0.14530500000000005 0.13140000000000004 0.083420000000000008 0.16540500000000002 0.11144500000000002 0.090100000000000013 0.41555500000000006 -0.56176499999999996 0.13075500000000004 -0.085989999999999997 0.023255000000000001 -0.42170999999999997 0.096475000000000019 0.11346000000000002 0.090500000000000011 -0.17952999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 8 26 10 -5 12 17 18 16 15 19 -14 -4 28 22 -21 -12 23 -3 25 -25 -6 -7 -1 -23
right_child=1 2 11 9 7 27 -8 -9 -10 -11 21 -13 13 -15 -16 -17 -18 -19 -20 20 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0022632267497273212 0.0021119660153766668 0.00049626714533900483 0.00039319017127558564 0.0018971175321552799 0.0021446758438717363 0.0010852702895410137 0.0026366553420415161 0.0010187850827138903 0.001228246307419457 0.0010808661551555342 0.0023672444551386075 0.0011215068435660315 0.0021340484479366781 0.0014136813411368433 0.00040803502720378155 0.0014366538619910764 0.0015692194053011047 -0.00017717666114916401 0.0018003590927068702 0.0016439764351376417 0.00071759893870699122 0.0023802158007208917 0.00045206836121511437 0.0010876090471341724 0.0013415154099895334 0.00072476498467989462 0.0017008401947766223 0.0016366036768677027 0.0019596423792644507 0.0019743586168235118
leaf_weight=920 76 24 136 34 29 26 84 40 22 61 37 22 478 21 25 28 21 22 31 24 21 22 25 57 24 81 57 22 40 611
leaf_count=920 76 24 136 34 29 26 84 40 22 61 37 22 478 21 25 28 21 22 31 24 21 22 25 57 24 81 57 22 40 611
internal_value=0 0.00103577 0.000902771 0.00209404 0.00110564 0.00212338 0.00213986 0.00158647 0.00212092 0.001373 0.00212993 0.000412495 0.00218338 0.00208215 0.00090958 0.000953731 0.00211028 0.000313772 0.00223649 0.000900911 0.00121167 0.00200938 0.000834636 0.000886056 0.000943803 0.000874635 0.00185051 0.00133796 0.00225058 0.00198846
internal_weight=0 691 615 2430 435 2335 2287 126 2203 95 2181 180 1511 520 309 284 499 158 991 256 45 670 211 186 162 138 86 48 960 633
internal_count=3121 691 615 2430 435 2335 2287 126 2203 95 2181 180 1511 520 309 284 499 158 991 256 45 670 211 186 162 138 86 48 960 633
is_linear=0
shrinkage=0.00148603


Tree=1635
num_leaves=31
num_cat=0
split_feature=1 2 484 3 51 159 16 4 12 43 3 15 48 132 14 156 14 41 48 2 2 43 43 43 0 0 3 1212 1212 3
split_gain=4.70164 1.13211 0.809422 0.88314 0.663374 0.66347 1.3346 0.594755 0.57738 0.51523 0.995538 0.614604 0.631244 0.501686 0.495337 0.518674 0.746142 0.636689 0.489188 0.487465 0.485821 0.499332 0.941718 0.859385 0.581909 1.14283 0.502395 0.485327 0.854249 0.494814
threshold=0.10293500000000001 0.13622000000000004 0.096675000000000011 -0.03694999999999999 0.095820000000000016 0.10684 -0.11118499999999999 0.40124500000000002 -0.081419999999999979 -0.05647499999999999 0.11658 -0.018314999999999994 0.091840000000000019 0.078465000000000021 0.062655000000000016 0.085790000000000019 0.08840000000000002 0.079395000000000007 0.094680000000000014 0.10527500000000002 0.092365000000000017 0.093175000000000022 0.064745000000000011 0.21122500000000002 -0.11013499999999998 -0.14226499999999997 -0.084319999999999992 0.090240000000000015 0.092815000000000022 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 13 5 6 8 14 -3 -5 19 12 -12 -2 20 16 17 -16 -6 -11 21 22 24 -23 25 -1 -25 -26 -29 -30
right_child=1 4 -4 9 18 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 26 27 -27 -28 28 29 -31
leaf_value=0.0010844758248465232 0.0011270103890744048 0.00089953937792713456 -0.00023328180512701145 0.00033318880426269637 0.0014112065698625991 0.00061739615680457495 -0.0012794621637499523 0.00023126595792941169 -0.00023194557835404516 0.00069008256655258649 0.0011307277965037965 -0.00038803521962850333 0.00017460494431544409 0.00039574049361805176 0.0022238586704961317 0.0022761238149767546 0.00044479641447388389 0.00094273694652285815 0.0003596814255021102 0.0017232511455426581 0.0010006894296731047 0.002393082630393692 0.00023548878902568399 0.00050607886812646175 0.0012292808076070981 -0.00037051137850287983 0.0015157994316432721 5.5592979740034177e-05 0.0014850532470337009 0.00072287451170114151
leaf_weight=67 211 22 24 131 20 37 26 22 34 21 43 20 39 32 27 21 21 20 38 38 745 26 33 20 1178 21 54 29 52 49
leaf_count=67 211 22 24 131 20 37 26 22 34 21 43 20 39 32 27 21 21 20 38 38 745 26 33 20 1178 21 54 29 52 49
internal_value=0 0.000624362 0.000744467 0.000788329 0.000245047 1.24484e-05 -0.000260516 0.00112194 0.000212566 0.000586621 0.000792829 0.000467355 0.000675986 0.00103071 0.00113024 0.00152852 0.00129764 0.0016787 0.000722276 0.00135551 0.00111465 0.00117017 0.00114416 0.00154195 0.00116564 0.000737263 0.0012429 0.00119446 0.000878891 0.00111528
internal_weight=0 736 559 535 177 119 82 2385 56 292 161 102 82 243 2363 89 68 47 58 59 2274 1529 1429 100 1396 88 74 1308 130 101
internal_count=3121 736 559 535 177 119 82 2385 56 292 161 102 82 243 2363 89 68 47 58 59 2274 1529 1429 100 1396 88 74 1308 130 101
is_linear=0
shrinkage=0.0054422


Tree=1636
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 150 15 48 0 160 4 50 160 484 1447 43 2 1 3 52 50 3 15 4 1456 157 52 16 157 157
split_gain=3.89173 1.2537 0.964654 1.11381 0.878349 0.783387 0.609989 0.546465 0.950899 0.539828 1.11399 1.02072 1.04216 0.756815 0.600961 0.564484 0.557417 1.08926 1.54583 0.910887 0.902274 0.785261 0.726267 0.713659 0.598507 0.561043 0.67117 0.664475 0.900469 0.782824
threshold=0.27044500000000005 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 0.25063000000000007 -0.075789999999999982 -0.15914499999999995 0.089350000000000013 -0.030209999999999997 -0.089744999999999978 -0.082769999999999982 0.12070000000000002 -0.088079999999999978 -0.074759999999999979 -0.08039499999999998 0.016310000000000002 0.084055000000000005 0.080270000000000022 0.083060000000000009 -0.013374999999999998 0.089995000000000019 -0.086869999999999989 0.087575000000000014 -0.031404999999999995 0.088910000000000017 0.11590500000000002 -1.0000000180025095e-35 -0.010264999999999998 -0.086284999999999987 -0.081579999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -2 -4 -1 9 -9 10 -8 12 -11 -12 -15 -16 19 24 -19 21 22 -14 -21 -23 25 26 27 -18 -29 -30
right_child=4 -3 3 -5 -6 -7 7 8 -10 11 13 -13 16 14 15 -17 17 18 -20 20 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012140350357967107 0.00034546565016311891 -6.207825829306494e-05 0.00014509629728137895 0.00032184653381340698 -0.00048719821616125431 0.00076372422778714355 0.0015438386093168512 0.00069273810561317232 -0.00022069063716568794 -0.0001526266389240133 0.0014433666192018031 -9.2167910787863599e-05 0.0011657545657845878 0.00028041178564000449 0.00096690256516380026 0.00021231586254858497 0.0013619104810337537 -0.00073856432388406999 0.00070000802339512168 0.0011179547164195099 0.00073282671208987199 0.00079141083069087632 0.0017950246550378053 -0.00023812278928279037 0.00033615888426405659 0.00018665643231764251 0.00075757970011772809 0.00018223093988568992 0.001479359640772499 0.00086256931435662492
leaf_weight=64 341 33 39 161 24 510 52 164 23 20 34 23 24 37 143 20 68 20 39 141 89 22 35 26 47 24 634 28 45 191
leaf_count=64 341 33 39 161 24 510 52 164 23 20 34 23 24 37 143 20 68 20 39 141 89 22 35 26 47 24 634 28 45 191
internal_value=0 0.000752995 0.000762873 0.000629543 0.000290715 0.000719778 0.000809899 0.000796628 0.000580391 0.000819577 0.000986863 0.000787163 0.000801082 0.00086309 0.000764443 0.000874315 0.000814393 0.000768383 0.000212356 0.000964027 0.00107803 0.000544416 0.0012526 0.000233747 0.000800018 0.00082204 0.000837826 0.000991067 0.000895547 0.000980178
internal_weight=0 2756 2723 710 365 549 2013 1949 187 1762 286 1476 1453 234 200 163 1433 1096 59 337 265 72 176 48 1037 990 966 332 264 236
internal_count=3121 2756 2723 710 365 549 2013 1949 187 1762 286 1476 1453 234 200 163 1433 1096 59 337 265 72 176 48 1037 990 966 332 264 236
is_linear=0
shrinkage=0.004207


Tree=1637
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 4 150 0 0 150 1 4 1 1 4 124 1 0 4 50 3 1 16 50
split_gain=420.232 68.2542 38.2541 29.1038 21.5653 19.9451 14.5091 12.1358 10.8933 9.64554 9.56233 5.92094 6.48191 6.06037 5.8184 5.72498 5.68046 4.75462 4.65693 3.87013 3.48513 3.38859 3.21909 3.19346 4.76429 2.94648 2.85763 2.80928 2.32086 2.00456
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.09253500000000002 0.13501500000000002 0.062655000000000016 0.10613000000000002 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.14832499999999996 1.0000000180025095e-35 0.122715 -0.15289999999999995 0.16175000000000003 0.13075500000000004 -0.013514999999999998 -0.082135 0.13288500000000003 -0.079119999999999982 -0.55119499999999988 0.041865000000000006 -0.13927999999999999 0.12958500000000003 -0.050529999999999999 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 9 21 -4 15 11 27 13 14 -1 -13 26 20 -12 25 -5 -2 -3 -19 29 -25 -6 -7 -8 -16 -15
right_child=1 4 7 19 18 8 10 -9 -10 -11 17 12 -14 23 28 -17 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021551937842331503 0.0026509128887847993 0.00073442314584677975 0.0023228381246455823 0.001284668678391627 0.00010085287703626894 0.0027308953120894291 0.0020300435938698054 0.001130394555424061 0.0015557221091736665 0.0032142568028514511 0.0017192598381982498 0.0032646120730636195 0.0015620892963125639 0.0027465186592417418 0.002466863807131106 0.0016482809038598151 0.0016214892442234846 0.00097723704548839468 -0.00055986721688658825 0.00052039468060517235 0.0020812959292842589 0.00012882894639026872 0.00031599371249357145 0.0032867761535777394 0.0025173054553381427 0.00075064469715931126 0.0023545199570704435 0.0012702979233050634 0.0019838627188004613 0.0025226087503585925
leaf_weight=59 68 45 34 60 65 62 34 63 48 76 20 21 23 1030 117 27 29 142 21 24 47 51 22 22 388 25 330 20 33 115
leaf_count=59 68 45 34 60 65 62 34 63 48 76 20 21 23 1030 117 27 29 142 21 24 47 51 22 22 388 25 330 20 33 115
internal_value=0 0.00110311 0.00253829 0.00181875 0.00073644 0.00257913 0.000940573 0.00154836 0.00228155 0.00265289 0.0011535 0.0026293 0.00236379 0.00266121 0.00247162 0.0023647 0.00225768 0.00097883 0.000122201 0.0010663 0.00241811 0.000412701 0.000888534 0.00268041 0.00255859 0.000281351 0.00241405 0.00174866 0.0023606 0.00272403
internal_weight=0 673 2448 228 445 2351 334 97 467 1884 238 1808 194 1614 171 419 144 184 111 84 115 96 164 1555 410 90 392 54 150 1145
internal_count=3121 673 2448 228 445 2351 334 97 467 1884 238 1808 194 1614 171 419 144 184 111 84 115 96 164 1555 410 90 392 54 150 1145
is_linear=0
shrinkage=0.00160853


Tree=1638
num_leaves=31
num_cat=0
split_feature=1 2 0 30 43 457 2 1 13 33 2 12 48 47 402 3 133 40 52 14 12 12 3 3 16 4 43 0 1424 158
split_gain=4.41143 1.17426 0.999223 0.786503 0.777074 0.883979 0.712732 0.671736 0.659182 0.643654 0.651557 0.733961 0.602203 0.560117 0.623893 0.55225 0.550758 0.549093 0.525773 1.06504 0.628208 0.907057 0.456446 0.720052 0.573429 0.541632 0.627368 0.455137 0.445545 0.447383
threshold=0.11846000000000002 0.10252500000000002 -0.13027499999999997 0.086065000000000016 -0.04890499999999999 0.098180000000000003 0.15609500000000001 0.16773500000000005 -0.10278499999999999 0.083840000000000012 -0.0091949999999999983 -0.010834999999999999 0.085485000000000019 0.085505000000000012 0.091530000000000014 0.11658 0.11224500000000003 -0.0087249999999999984 -0.065544999999999978 -0.10708499999999999 0.11734000000000001 1.0000000180025095e-35 -0.081924999999999984 -0.079979999999999982 -0.076669999999999988 -0.064054999999999987 -0.08076499999999999 -0.050684999999999994 1.0000000180025095e-35 0.07968500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 12 15 8 13 -4 10 11 -1 -3 14 18 -6 22 -15 -2 -20 21 -21 25 -24 -25 -10 -27 -18 29 -12
right_child=7 2 6 -5 5 -7 -8 -9 16 -11 28 -13 -14 17 -16 -17 27 -19 19 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00021121713132416468 -0.00010745156926842161 -0.00088629110479111523 0.00025434315174399012 0.00018133134938769037 0.0015163691549719025 -0.00031335133762045396 -8.2130172200816054e-05 -0.00055896181210590571 0.0012714072116390951 0.0020835792878765545 0.0010896634236901503 0.0010446290761819764 0.00034533537548921936 0.00012345449640474007 -0.00064099929413280921 0.00059272842710174215 0.00023799836354288189 0.0010578972885753582 0.0015686504551623009 0.0004065903949883482 0.0012615820836748739 -0.00092131092670324219 0.0023741805393369848 0.0018307232034875929 0.0010404256118149459 0.0009989827666132974 -5.1736080503877518e-05 0.0012630370196921082 0.0019479128587591677 0.0013623791101945364
leaf_weight=25 53 20 34 29 36 21 20 23 80 22 1799 37 35 28 21 49 41 72 27 94 20 20 20 39 120 49 29 21 21 216
leaf_count=25 53 20 34 29 36 21 20 23 80 22 1799 37 35 28 21 49 41 72 27 94 20 20 20 39 120 49 29 21 21 216
internal_value=0 0.00104508 0.000826703 0.00110747 0.000443562 0.000726911 0.000962874 0.000377072 0.00101114 0.00112014 0.00111004 0.000538239 -0.000102529 0.000441337 0.000290309 0.000983917 0.00107563 0.000796253 0.000381699 0.000542723 0.000336007 0.000173625 0.00116586 0.00136164 0.00123427 0.000944066 0.000608331 0.000585189 0.00112745 0.0011189
internal_weight=0 2763 614 2149 161 106 453 358 433 2120 2098 62 55 335 235 85 399 100 214 161 134 114 337 179 159 158 78 62 2036 2015
internal_count=3121 2763 614 2149 161 106 453 358 433 2120 2098 62 55 335 235 85 399 100 214 161 134 114 337 179 159 158 78 62 2036 2015
is_linear=0
shrinkage=0.00566207


Tree=1639
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 14 2 2 2 34 52 1 12 1 2 12 11 151 4 47 131 160 3 31 16 3
split_gain=264.818 41.063 25.1418 19.8184 16.3835 12.7417 11.0625 8.61108 8.15337 8.01262 7.36848 5.91464 5.72924 5.66271 3.14749 2.882 3.34826 2.83989 4.77041 2.77991 2.69298 2.43338 2.3964 2.31868 2.15986 3.26152 3.05545 2.13754 2.13092 2.08442
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 -0.111605 0.092845000000000025 0.062655000000000016 0.11474000000000002 0.13754500000000003 0.089885000000000007 -1.0000000180025095e-35 -0.56176499999999996 0.085345000000000018 0.082480000000000012 0.088975000000000012 0.097845000000000015 0.10345000000000001 1.0000000180025095e-35 -0.00016499999999999997 0.23246000000000003 0.090100000000000013 0.086835000000000009 -1.0000000180025095e-35 0.31534000000000006 -0.077289999999999984 0.11346000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 9 -4 -5 12 22 13 15 27 -14 -1 21 -16 -19 -15 -11 -17 -6 29 25 -13 -27 -9 -7 -3
right_child=1 2 7 8 10 28 -8 11 -10 20 -12 24 14 19 17 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0024243200925042879 0.0022784470528138139 0.001021185597015673 0.0016270066099135774 0.002182864871325027 0.0023021440019357613 0.0013262848660081353 0.0013808965750479977 0.00087872829851205617 0.001347059907679953 0.002372306722783369 0.0012532128284942672 0.00079532938730746008 0.0025913651931705824 0.0010338082720373041 0.0022361363317706228 0.0016030799421756379 0.0023369770391684238 0.0014184404457900869 0.0021995043259348756 0.0015914748075186395 0.0029193314798682223 0.002178361633439963 0.0017886029971579151 0.0015707432318226645 0.00095339278690025097 0.00049266307714942623 -0.00017290009891453637 0.00026143991852030558 0.001918436078524972 0.0013146729243310455
leaf_weight=881 74 98 26 37 49 26 24 22 60 25 26 35 45 65 743 21 389 23 46 24 60 46 28 32 21 38 21 22 22 92
leaf_count=881 74 98 26 37 49 26 24 22 60 25 26 35 45 65 743 21 389 23 46 24 60 46 28 32 21 38 21 22 22 92
internal_value=0 0.00129434 0.00117276 0.00228616 0.00143618 0.00231176 0.00232664 0.000860317 0.00166587 0.0023366 0.00189776 0.000779938 0.00232026 0.000981027 0.00223088 0.00237755 0.00228718 0.0022109 0.00193915 0.00118419 0.00275844 0.00199805 0.0021154 0.00122203 0.000547375 0.000456668 0.000255768 0.000570084 0.00159769 0.0011633
internal_weight=0 673 599 2448 325 2351 2303 274 97 2279 103 248 2194 133 857 1337 456 812 69 89 85 67 77 222 115 94 59 44 48 190
internal_count=3121 673 599 2448 325 2351 2303 274 97 2279 103 248 2194 133 857 1337 456 812 69 89 85 67 77 222 115 94 59 44 48 190
is_linear=0
shrinkage=0.00140032


Tree=1640
num_leaves=31
num_cat=0
split_feature=1 2 0 4 48 48 30 44 2 51 1 14 13 1446 11 4 2 0 4 3 4 1212 16 52 1446 15 12 43 51 1452
split_gain=4.51445 1.18884 0.873706 0.755663 0.779378 0.848988 0.755235 0.70384 0.666375 0.654239 0.971206 0.643094 0.572215 0.563685 0.758406 0.877739 0.691492 0.710028 0.580098 1.00652 1.05303 0.753204 0.945444 0.480962 0.474152 0.486543 0.647087 0.625305 0.470859 0.578884
threshold=0.11846000000000002 0.10188000000000001 -0.13027499999999997 0.42642000000000008 -0.065739999999999979 0.078735000000000013 0.086065000000000016 1.0000000180025095e-35 0.15361500000000003 -0.40274499999999996 0.16773500000000005 0.076175000000000007 -0.14179999999999995 0.11581000000000001 0.079300000000000009 -0.111605 -0.0091949999999999983 -0.07384499999999998 -0.084369999999999987 0.090900000000000009 0.0033150000000000007 0.090465000000000018 -0.08231999999999999 0.19022000000000003 0.083715000000000026 0.084050000000000014 0.085440000000000016 -0.092909999999999979 0.24916000000000002 -0.069739999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 11 12 -2 23 13 -4 14 16 -16 17 -1 21 28 -21 24 -23 -11 25 27 -27 -18 29 -20
right_child=9 2 8 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013147903224017701 0.0014148476740879175 0.0013292063418225818 0.00025908594620639654 0.0016364080627348536 -0.00080243603966828505 0.0004548895254463862 0.00025600144575193607 0.0023961038736469045 7.551980154408182e-05 0.00039005653643332659 -0.00090869173876786458 0.0017597675458309965 0.0011796078036113247 0.0022422145906043512 -0.00053509559741798604 0.0012806642926418412 0.0027739796146774979 -2.5350055221566848e-05 0.00024671820198116242 -0.00071316609469290228 0.0012518366519462228 0.001676057508639822 -1.4901053206777456e-05 0.0013723802880112955 0.0023190118767215341 0.00058587086631816982 0.0014909940805859848 0.0015958800650731054 0.00036765760888958542 0.0012485861870497165
leaf_weight=27 24 27 27 21 26 90 29 20 24 293 21 86 419 20 20 20 20 33 22 21 20 23 27 20 29 39 124 110 24 1415
leaf_count=27 24 27 27 21 26 90 29 20 24 293 21 86 419 20 20 20 20 33 22 21 20 23 27 20 29 39 124 110 24 1415
internal_value=0 0.00116892 0.000935952 0.000550792 0.000391366 0.000173075 0.00123829 0.00125186 0.00107035 0.000437452 0.00036722 0.00124085 0.00112388 0.00121847 0.0012081 0.000372784 0.00122538 0.000577713 0.00124611 0.00119245 0.000245372 0.00146279 0.00076294 0.000452825 0.00157146 0.00149747 0.00127443 0.00177713 0.00121903 0.00123325
internal_weight=0 2763 634 164 143 116 2129 2100 470 358 334 2080 446 1994 1974 40 1934 60 1874 1502 41 372 50 313 322 293 163 130 1461 1437
internal_count=3121 2763 634 164 143 116 2129 2100 470 358 334 2080 446 1994 1974 40 1934 60 1874 1502 41 372 50 313 322 293 163 130 1461 1437
is_linear=0
shrinkage=0.0061288


Tree=1641
num_leaves=31
num_cat=0
split_feature=4 3 9 160 2 457 14 44 1 0 4 43 0 1 15 11 133 48 49 52 2 16 48 4 15 474 3 51 42 48
split_gain=3.78498 1.08485 0.986767 0.777166 0.766296 0.668672 0.680764 0.64907 0.686768 0.611506 1.30088 1.32671 0.759341 0.501661 0.520425 0.498854 0.491897 0.481063 0.588199 0.461944 0.617303 0.555002 0.6805 1.04718 0.599591 0.880561 0.859982 0.691734 0.602568 0.581972
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.25063000000000007 0.31508000000000008 0.019675000000000002 0.081805000000000017 0.12408500000000001 -0.10474999999999998 -0.0016099999999999997 -0.069134999999999988 -0.14649999999999996 0.085475000000000009 0.090455000000000021 0.096970000000000015 -1.0000000180025095e-35 0.12118000000000002 1.0000000180025095e-35 -0.56176499999999996 -0.090999999999999984 0.0057500000000000008 0.092150000000000024 -0.51253999999999988 -0.07490999999999999 0.085500000000000007 -0.11171999999999999 -0.17083999999999996 0.086835000000000009 0.10078500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 17 6 7 8 9 10 12 -12 -4 14 -8 19 -13 18 -2 -11 -21 -22 23 -23 27 26 -26 -25 -27 -24
right_child=4 -3 5 -5 -6 -7 13 -9 -10 15 11 16 -14 -15 -16 -17 -18 -19 -20 20 21 22 29 24 25 28 -28 -29 -30 -31
leaf_value=-0.00038797613460296061 0.0003727529317919341 0.00029177618833977319 0.0005048905616005365 0.0010344044107511636 -0.00060547219307969483 4.5275725563099561e-05 0.001544670038752834 0.0016983931458231807 0.00039049227862034125 0.0014718106654024292 0.00026569349983199503 0.0010722588429290456 -0.00064111598315964955 0.0020498956274719272 0.00051017626069897899 0.00013732479078831 0.001911561893177525 -0.00030497727203367142 0.0010139680718819453 0.00018488543481277276 0.0010680311927891055 0.0017911191878923311 -0.00046752505622730416 0.0019772059280113072 -0.00018441751801633551 0.0016842124406857299 0.00072606025884457397 0.00093356734567178606 0.00060935564459969308 0.00068747979768521243
leaf_weight=29 262 74 62 20 24 23 43 38 62 67 44 48 25 30 23 20 39 26 53 28 1545 40 20 28 37 45 235 65 25 41
leaf_count=29 262 74 62 20 24 23 43 38 62 67 44 48 25 30 23 20 39 26 53 28 1545 40 20 28 37 45 235 65 25 41
internal_value=0 0.000954807 0.000973101 0.000192587 0.000353263 0.000987626 0.00099593 0.000978411 0.000967362 0.000982178 0.000701767 0.00105122 0.000175578 0.00145471 0.00118416 0.00101001 0.0014485 0.000420739 0.00048064 0.00101804 0.00100362 0.00101464 0.000860725 0.000931605 0.00085257 0.0007451 0.000602209 0.00124778 0.00130034 0.00030879
internal_weight=0 2756 2682 49 365 2633 2610 2514 2476 2414 218 131 87 96 66 2196 87 341 315 2176 2109 2081 536 475 435 342 272 93 70 61
internal_count=3121 2756 2682 49 365 2633 2610 2514 2476 2414 218 131 87 96 66 2196 87 341 315 2176 2109 2081 536 475 435 342 272 93 70 61
is_linear=0
shrinkage=0.00555105


Tree=1642
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1375 295 14 457 42 1455 130 12 43 0 151 156 1443 12 1443 1453 2 16 52 482 15 13 42 13 43 160
split_gain=3.06583 0.964279 0.755401 0.6207 0.54961 0.510184 0.432571 0.48467 0.458341 0.480266 0.477226 0.45584 0.782754 0.812854 0.508754 1.02326 0.582164 0.454327 0.429098 0.535599 1.09131 1.08554 0.501179 0.510174 0.42819 0.809072 0.650994 0.664883 0.853001 0.596678
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 -0.27302499999999996 0.084000000000000005 0.076175000000000007 -0.15747999999999998 0.11934000000000002 0.11922500000000001 -0.12279499999999997 -0.086254999999999984 -0.079109999999999986 -0.07384499999999998 0.084350000000000008 0.086945000000000008 0.090755000000000016 0.10388500000000002 0.084655000000000022 -0.049419999999999992 0.083995000000000014 0.0065250000000000004 -0.56176499999999996 0.11816500000000001 -0.56368999999999991 -0.41572999999999993 0.09112000000000002 -0.010739999999999998 -0.050459999999999998 -0.013904999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 24 -1 6 7 -6 9 10 -9 12 13 -12 16 -16 18 -10 19 20 -13 -22 -21 -24 -2 -26 27 -27 -29 -30
right_child=3 -3 -4 -5 5 -7 -8 8 17 -11 11 14 -14 -15 15 -17 -18 -19 -20 22 21 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.00012508604493759287 0.0010780072614192885 -8.3873324317582123e-05 0.00027480794506447623 -0.00054492492788961228 0.00011801026912533942 7.0353310865290197e-05 0.0012746024880878521 0.001623853338186572 0.00091801006958703278 0.0017466647003515762 0.00057535752071909629 -0.00045459645381989435 0.0010810134953652855 -0.00078966301569024589 0.0020693961597644892 0.00059691189227453311 0.00010283007948615723 0.00020049116848099875 0.0015791150471590677 0.0013927254911448789 0.0016429820423341458 6.4551016974979811e-05 0.00089015091729097607 0.0016448571430607371 -0.00044796717092528761 0.0010809679113696847 3.3845012227443218e-05 -0.0005876186415353288 0.0014296044205351641 0.00038346279087591109
leaf_weight=29 25 33 64 24 25 23 92 28 52 21 41 27 47 20 33 26 28 57 29 66 29 25 1933 28 37 62 89 23 21 84
leaf_count=29 25 33 64 24 25 23 92 28 52 21 41 27 47 20 33 26 28 57 29 66 29 25 1933 28 37 62 89 23 21 84
internal_value=0 0.000859326 0.000870757 0.000317936 0.000885101 0.000893481 0.000900743 0.000887067 0.000894789 0.000910903 0.000903466 0.000894816 0.00054263 0.00012781 0.000911919 0.0014205 0.000898059 0.000542794 0.000908478 0.000899252 0.000456619 0.000912227 0.00091694 0.000900927 0.000378666 0.000323338 0.000425626 0.000609144 0.000380604 0.000592691
internal_weight=0 2756 2723 365 2659 2630 2607 2515 2490 2381 2360 2332 108 61 2224 59 2165 109 2137 2108 81 54 2027 1961 341 316 279 190 128 105
internal_count=3121 2756 2723 365 2659 2630 2607 2515 2490 2381 2360 2332 108 61 2224 59 2165 109 2137 2108 81 54 2027 1961 341 316 279 190 128 105
is_linear=0
shrinkage=0.00555105


Tree=1643
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 47 11 2 2 12 2 1 4 2 2 4 1 15 34 2 13 12 3 11 0 51 456
split_gain=253.568 41.4637 24.3427 21.6336 17.5523 12.2583 11.0386 10.2036 9.43853 7.12033 6.98217 6.10866 4.86161 3.38165 3.06514 6.07944 2.90556 2.67598 2.30417 2.26379 2.23832 2.09106 2.22517 2.23999 2.02442 2.04421 1.95219 1.87698 1.79633 2.17229
threshold=0.10508500000000001 -0.40967499999999996 0.13075500000000004 -0.029094999999999999 0.088105000000000003 0.13501500000000002 0.36766000000000004 0.09253500000000002 0.13082500000000002 1.0000000180025095e-35 0.11474000000000002 0.089885000000000007 0.09320500000000001 0.094835000000000017 0.088975000000000012 -0.081114999999999979 0.25063000000000007 0.14122000000000004 0.23246000000000003 0.086920000000000011 -0.053579999999999996 -0.038779999999999995 0.13754500000000003 -0.016469999999999995 0.095780000000000018 -0.10831999999999999 0.080150000000000013 -0.23091999999999999 -0.085989999999999997 0.060100000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 17 6 9 13 16 11 18 19 26 -1 24 -16 21 28 -6 27 -15 -4 23 -23 25 -13 -11 -5 -3 -30
right_child=1 2 8 5 10 -7 -8 -9 -10 12 -12 14 -14 20 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0020478401911401315 0.0018727734330309367 0.00062575380538479797 0.00023863632579678264 0.0023297229494872586 0.0018158418878261575 0.001174106815362273 0.0010555331233228224 0.0010244529205184322 0.0011681869745087906 0.0025402386212620759 0.0009683724901999117 0.0015678026141028687 0.0018588871675213406 0.0017147717510430408 0.0019303999016552383 0.0011500355878175962 0.00014089500769236417 0.00049889206342092543 0.0013845974618350693 0.0018404144485729664 0.0011854723960349766 0.00058200190973093865 0.00043663945375857678 0.001071271784402691 0.0017254368514407446 0.0018861137262221911 0.002170673875391195 0.0019446199500363437 0.00092358045815730844 0.0013458254402265505
leaf_weight=26 71 27 32 20 53 39 25 69 33 39 31 34 54 30 29 33 38 25 30 394 21 39 67 23 299 378 51 907 183 21
leaf_count=26 71 27 32 20 53 39 25 69 33 39 31 34 54 30 29 33 38 25 30 394 21 39 67 23 299 378 51 907 183 21
internal_value=0 0.000974059 0.000868065 0.00183586 0.00106606 0.0018653 0.00187721 0.00137171 0.000552296 0.00188639 0.0014719 0.001868 0.00215384 0.00168288 0.0017802 0.00151504 0.000450164 0.000885333 0.00165997 0.00191937 0.00149682 0.000523159 0.000593738 0.000763505 0.00180332 0.00185985 0.00233082 0.00195293 0.000927155 0.000967047
internal_weight=0 673 602 2448 370 2302 2263 146 232 2238 114 2094 144 77 773 62 199 256 83 1321 51 161 129 62 711 412 90 927 231 204
internal_count=3121 673 602 2448 370 2302 2263 146 232 2238 114 2094 144 77 773 62 199 256 83 1321 51 161 129 62 711 412 90 927 231 204
is_linear=0
shrinkage=0.00124344


Tree=1644
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 4 0 9 48 16 3 1 4 49 34 131 10 97 1 0 131 4 2 47 1444 0 402 3
split_gain=3.27434 0.962689 1.19571 1.14113 0.740928 0.769172 0.729665 0.70189 0.667178 0.6196 0.568558 0.566268 0.666421 0.718813 0.503946 0.503588 0.48129 0.770282 1.44016 0.757388 0.562015 0.71502 0.557223 0.555525 0.585382 0.565154 0.473892 0.407463 0.835934 0.717593
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078654999999999989 0.12178000000000001 1.0000000180025095e-35 -0.10011499999999998 0.081890000000000004 -0.024949999999999996 -0.16075999999999999 -0.0025099999999999996 0.097115000000000021 0.053180000000000012 -0.026779999999999995 -0.038779999999999995 0.090030000000000013 -1.0000000180025095e-35 -0.079444999999999988 0.122185 0.010870000000000003 0.10548500000000001 0.50996500000000011 0.13622000000000004 0.11069000000000002 -0.084274999999999989 -0.086074999999999985 -0.072599999999999984 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 10 -5 -9 14 -7 -12 13 -13 26 -8 19 18 -18 -2 -20 23 -19 24 25 -22 -3 28 -28 -29
right_child=16 9 -4 4 -6 6 15 8 -10 -11 11 12 -14 -15 -16 -17 17 22 20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00038649074883696902 0.00043415257811686421 0.00018824223160420286 -0.00039206382134499869 0.0005651114312249379 0.0014349213381030016 0.00034385627016340372 0.0008238892791956222 -0.00073360971915263607 0.00037952289436780305 0.0014562019735656524 0.001329581450724401 0.0007703586335671978 0.00096721326318712246 -0.00033350042326768672 0.0005978853033780018 -6.8106253242511069e-05 -0.00060309359938587857 0.0011915813630716541 -0.00036294647592302343 -0.00079908214833989441 0.0013450652926203083 0.0011540998054923835 0.00025548217383013233 -0.00016073310392663266 0.00019659064620266214 0.00034551561819988068 0.0016902652735532547 0.00078761662962918775 0.00088128158364702224 -7.8110066899853383e-05
leaf_weight=23 21 26 26 105 26 43 22 21 26 30 57 35 149 20 274 36 39 34 20 22 26 27 23 37 62 23 29 1264 554 21
leaf_count=23 21 26 26 105 26 43 22 21 26 30 57 35 149 20 274 36 39 34 20 22 26 27 23 37 62 23 29 1264 554 21
internal_value=0 0.000748558 0.000581794 0.000626768 0.000669925 0.000631229 0.00074766 0.000353937 -0.000117834 0.000793246 0.000838748 0.000920281 0.000805918 0.000368955 0.000784073 0.000270237 0.000261881 0.00032966 0.000211714 -0.000196805 0.000374676 0.000458976 0.000813857 0.000332163 0.000496461 0.000875889 0.000811008 0.000819676 0.000921523 0.000773469
internal_weight=0 2787 589 563 540 514 362 152 47 2198 304 261 204 55 2168 58 334 291 234 43 195 175 57 148 111 49 1894 1868 583 1285
internal_count=3121 2787 589 563 540 514 362 152 47 2198 304 261 204 55 2168 58 334 291 234 43 195 175 57 148 111 49 1894 1868 583 1285
is_linear=0
shrinkage=0.00464487


Tree=1645
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 4 47 0 15 14 1 0 2 0 52 4 15 2 49 0 2 12 0 1 0 15
split_gain=250.893 29.2248 27.2159 16.0009 14.8395 12.4297 9.65534 8.87657 7.13139 6.6519 6.20425 5.86371 4.9435 4.71371 4.70507 4.69427 5.22928 4.68637 3.99586 3.5155 6.37238 3.56438 3.46728 3.28445 3.1407 2.77683 3.38292 2.74825 2.57551 3.13554
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -0.17966999999999997 0.40945500000000007 0.033845000000000007 0.10019500000000002 -0.23194499999999998 0.13592500000000005 0.076175000000000007 0.12000500000000001 -0.067094999999999988 0.092235000000000025 -0.062294999999999996 1.0000000180025095e-35 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.012034999999999999 -0.15350499999999997 0.10381000000000001 -0.086254999999999984 -0.22491999999999998 0.16175000000000003 -0.11242999999999999 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 8 13 -6 10 12 23 -1 -8 28 -10 16 25 -12 24 21 -21 -13 -2 -3 -18 -9 -27 -7 29 -4
right_child=1 5 6 -5 7 27 9 15 14 -11 17 19 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0025264486746415515 0.0012951159762025328 0.0014558376748403197 0.0021336331086000667 0.0010192252080474798 0.0020718703680694763 0.00059561069227309779 0.001991425502645609 0.0013395875475509559 0.0011313557645697715 0.0017042671816783559 0.0018490140222660767 0.0022277131665441687 0.0014064499173266128 0.0024855711762335302 0.00064266605802246798 0.00092806813304967782 0.0014694782301688423 0.0010719555848884977 0.0017590443947054061 0.0018823388680055081 0.001179093760988814 0.0016100276127354565 0.001866358704620853 0.0009108424731456555 0.00094933567423847738 0.0015263924012478751 0.002225633365076583 8.8138760897364391e-05 0.002091298782478556 0.0014533643497941866
leaf_weight=22 20 21 20 74 31 77 774 20 44 171 30 52 23 46 99 33 28 20 20 76 27 20 92 92 50 20 23 21 1053 22
leaf_count=22 20 21 20 74 31 77 774 20 44 171 30 52 23 46 99 33 28 20 20 76 27 20 92 92 50 20 23 21 1053 22
internal_value=0 0.00106004 0.00196046 0.0014679 0.00167221 0.000872268 0.00201814 0.00145403 0.000995697 0.0019268 0.00117349 0.00192141 0.00197454 0.00209564 0.000793032 0.0013553 0.00144287 0.00153819 0.00126319 0.00184534 0.00169799 0.00205613 0.00176435 0.00101212 0.00113605 0.00172237 0.00190041 0.000486867 0.00207926 0.0017773
internal_weight=0 590 2531 186 422 404 2109 225 306 968 163 197 797 1141 143 194 161 50 98 175 103 72 112 113 78 63 43 98 1095 42
internal_count=3121 590 2531 186 422 404 2109 225 306 968 163 197 797 1141 143 194 161 50 98 175 103 72 112 113 78 63 43 98 1095 42
is_linear=0
shrinkage=0.00124344


Tree=1646
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 1 47 14 4 2 2 34 15 4 13 52 1 2 1 47 31 0 12 131 2 151 16 16
split_gain=245.486 41.3519 26.7161 19.8634 13.3481 12.7605 10.3265 8.87417 8.12682 7.68987 6.43129 5.5451 5.02367 5.07315 3.44592 3.40718 2.78131 2.40675 2.6084 4.11672 2.40033 2.19101 2.12786 2.11322 2.09693 1.99713 3.42058 1.83389 1.75895 3.94049
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088105000000000003 0.13712500000000002 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.14285500000000004 -1.0000000180025095e-35 -0.086849999999999997 0.27834500000000006 -1.0000000180025095e-35 -0.56176499999999996 0.088975000000000012 0.09678500000000001 0.085345000000000018 0.078345000000000012 -0.077289999999999984 -0.098289999999999975 0.095780000000000018 0.082750000000000004 0.31358000000000003 -0.088784999999999989 0.013515000000000001 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 6 21 9 14 12 11 -7 20 13 22 -1 -15 -17 -13 24 -20 28 27 -4 -22 -19 26 -14 -3 -5 -30
right_child=1 2 8 4 -6 10 -8 -9 -10 -11 -12 17 25 15 -16 16 -18 18 19 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.002381903203860415 0.0022679298043520495 0.0015077776548450166 0.00076280612318089895 0.0024042723197569317 0.0010626480580071989 0.0020539502883633186 0.001513864266719974 0.0013068284136757314 0.0014121600415263641 0.0027308077424559574 0.0012650983209825379 0.0025239416769495607 0.00048120909730575982 0.001433010149817343 0.0017518423971639488 0.00062264502042684328 0.0012824232839696323 0.0022576516900390813 0.001336479580979436 0.0021361730416261256 0.0019428064631115247 0.0015061523652790964 0.0001163630526444385 0.0022825520635170438 0.0020944847361685465 0.00082685413568680784 -0.00022992278578848717 0.0010684715080182094 0.0016209903354015012 0.0023600519463566508
leaf_weight=36 76 24 22 791 20 74 38 67 37 86 33 43 59 32 41 43 21 412 21 44 45 40 23 398 301 20 20 167 21 66
leaf_count=36 76 24 22 791 20 74 38 67 37 86 33 43 59 32 41 43 21 412 21 44 45 40 23 398 301 20 20 167 21 66
internal_value=0 0.00123382 0.00110603 0.00223762 0.00227134 0.00138641 0.002282 0.0017023 0.000763895 0.00229511 0.00181066 0.00227761 0.000663954 0.000844107 0.00204642 0.00103709 0.000839135 0.0021817 0.00216279 0.00187781 0.00233722 0.0011899 0.000432402 0.00224804 0.00218877 0.000407373 0.000301176 0.00112367 0.00238221 0.00218166
internal_weight=0 691 615 2430 2286 338 2266 144 277 2228 107 2142 240 141 77 96 64 821 778 65 1321 231 45 443 713 99 79 191 878 87
internal_count=3121 691 615 2430 2286 338 2266 144 277 2228 107 2142 240 141 77 96 64 821 778 65 1321 231 45 443 713 99 79 191 878 87
is_linear=0
shrinkage=0.00148603


Tree=1647
num_leaves=31
num_cat=0
split_feature=1 3 10 43 15 0 2 3 49 151 14 49 3 16 12 4 0 16 12 47 1213 16 2 16 131 42 132 132 43 43
split_gain=4.36201 0.813561 0.71164 0.787692 0.612791 0.89588 0.964829 0.594249 0.665569 0.650338 0.5913 0.572455 0.532269 0.597733 0.524584 0.58545 0.523699 0.502849 0.493185 0.473548 0.542785 0.457203 0.456511 0.794985 0.915895 0.46132 0.428447 0.423254 0.454811 1.25241
threshold=0.11146500000000002 0.31299000000000005 -0.012544999999999999 -0.078469999999999984 -0.24436499999999997 -0.019414999999999998 0.092235000000000025 -0.07359499999999998 0.14705000000000004 0.079100000000000018 -0.47013499999999991 -0.090734999999999982 0.12745000000000004 -0.069144999999999984 -0.42850999999999995 0.010840000000000001 0.22582000000000002 -0.44310499999999992 0.092465000000000006 0.10561500000000001 -0.077519999999999992 -0.42170999999999997 0.079055000000000014 -0.046599999999999996 0.090150000000000022 0.11688500000000002 0.31127000000000005 0.11793500000000001 0.064745000000000011 0.08845500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 10 6 18 16 9 11 -2 -9 13 -8 -3 -16 26 -17 -6 20 -13 -12 23 -22 -25 -24 27 28 -4 -30
right_child=1 14 7 -5 5 -7 12 8 -10 -11 21 19 -14 -15 15 17 -18 -19 -20 -21 22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00031375179746948647 0.00088848357139777396 0.0004924049784609582 0.00085995064409281419 0.00082112950641199012 0.001440727337878067 -2.4446971942042233e-06 0.00045654218118242892 0.0013163388312820009 0.00012719851028647171 0.00013184087634417909 0.00040527012532462454 0.0011994151204092322 0.0008442484704662877 -0.00037549889604746582 0.00028587193809471447 3.0455408881002908e-06 0.00021471966652208792 -0.0008717455182068463 0.00080559189240177642 0.0013076146472100043 0.00093687392581425562 -5.8561756460580357e-05 0.00076333582489596769 -0.00022824775910656694 0.00077573745025259246 0.00029257631846320189 0.00026802331571222854 0.0012602832774324588 -7.0262417318459043e-06 0.00083365931384480891
leaf_weight=20 22 34 1625 20 27 35 48 28 32 29 70 34 32 20 34 22 22 21 77 22 32 69 425 39 24 37 21 40 38 122
leaf_count=20 22 34 1625 20 27 35 48 28 32 29 70 34 32 20 34 22 22 21 77 22 32 69 425 39 24 37 21 40 38 122
internal_value=0 0.000380355 0.000788892 0.000253689 0.000465349 0.00059525 0.000697795 0.000797222 0.00069692 0.000724131 0.000272514 0.000750927 0.0004142 0.000211824 7.40699e-05 -0.000110649 0.000834916 -0.000424178 0.000970483 0.000725101 0.000703417 0.000175023 0.00067314 0.000417853 0.000154223 0.000725634 0.000842307 0.000848915 0.000839697 0.000633996
internal_weight=0 511 2610 40 400 239 204 2570 702 670 161 641 100 68 111 77 1868 43 104 613 591 139 557 95 63 462 1846 1825 1785 160
internal_count=3121 511 2610 40 400 239 204 2570 702 670 161 641 100 68 111 77 1868 43 104 613 591 139 557 95 63 462 1846 1825 1785 160
is_linear=0
shrinkage=0.00404364


Tree=1648
num_leaves=31
num_cat=0
split_feature=4 3 9 123 3 4 0 3 159 1447 11 43 43 12 0 42 47 43 1375 160 52 1375 3 1213 1212 160 50 10 49 16
split_gain=3.61898 1.09852 0.87456 0.68069 0.65481 0.63588 0.915559 0.855675 0.849084 0.762334 0.696438 0.646259 1.64007 0.847871 0.664704 0.884243 0.615692 0.601603 0.902523 0.806642 0.843508 0.754517 0.730404 0.563529 0.662768 0.550537 0.5386 0.53268 0.530539 0.51724
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.63141500000000017 -0.073934999999999987 -0.019414999999999998 0.11296500000000002 -0.085489999999999997 -0.085804999999999979 1.0000000180025095e-35 0.10915000000000001 0.064745000000000011 0.10832500000000002 -0.087184999999999985 0.088465000000000002 0.081320000000000017 -0.08287499999999999 -0.15308499999999997 -0.52641999999999989 -0.092399999999999982 -0.15308499999999997 -0.097174999999999984 0.13636500000000004 0.11534000000000001 0.096860000000000016 0.10672000000000002 -0.094984999999999986 0.12595000000000003 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 27 8 7 10 -4 -10 17 12 13 14 15 -11 23 18 -7 -20 29 -19 -23 24 26 -22 -16 -2 -24 -21
right_child=4 -3 5 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 16 -17 -18 21 19 20 25 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00047094703597571838 -0.00024798084843806342 0.00028787749479169576 0.0018151094757826408 0.00081865072950888112 -0.00059205323432558947 0.0021098454311344896 3.2539217342317112e-05 -2.9808688364789083e-06 0.00015746313306249277 0.001231454782934589 0.0016403583652186428 0.0015970793116971717 -7.5668942115766349e-05 8.9976019441324873e-05 0.0010451674949598039 0.0023783559116053094 0.0018898665154681101 -7.0234359478566074e-05 0.0020671812083282951 0.0016339678820785448 0.00085758878310240752 6.1133339305218822e-05 0.00092846568136386741 0.0016340897061408743 0.00013247234254427204 -8.1615533235341662e-05 0.00015982749191686605 0.00048919348113972644 0.00034648714910148038 0.0010063542392145465
leaf_weight=22 32 74 44 27 20 24 35 29 28 85 41 64 38 25 659 26 25 26 21 71 244 32 872 42 26 20 21 313 49 86
leaf_count=22 32 74 44 27 20 24 35 29 28 85 41 64 38 25 659 26 25 26 21 71 244 32 872 42 26 20 21 313 49 86
internal_value=0 0.00094199 0.000960038 0.000239648 0.000365318 0.000973444 0.00090275 0.000922853 0.00107462 0.00104326 0.000940922 0.0010678 0.00103203 0.00107833 0.00110628 0.0015001 0.00104973 0.000921076 0.00108203 0.00102622 0.000974293 0.000844464 0.000869419 0.00102165 0.000985221 0.000786437 0.00101783 0.000420818 0.000897503 0.00129018
internal_weight=0 2756 2682 49 365 2633 1550 1515 1083 1039 1486 1011 947 909 884 111 773 1445 466 442 421 979 953 748 706 264 680 345 921 157
internal_count=3121 2756 2682 49 365 2633 1550 1515 1083 1039 1486 1011 947 909 884 111 773 1445 466 442 421 979 953 748 706 264 680 345 921 157
is_linear=0
shrinkage=0.0054422


Tree=1649
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 4 2 2 4 1 0 52 0 160 47 1 52 2 131 3 51 484 49 475 0
split_gain=394.836 66.297 38.3138 30.5265 23.4278 20.9838 16.8125 13.243 11.5311 10.4253 9.76459 8.65749 6.12149 5.42842 4.01834 3.68713 3.13363 2.73529 2.66882 2.64257 2.44577 2.43551 2.22042 2.04982 1.82665 1.79286 4.2899 1.79119 1.79082 3.23675
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.091195000000000012 -0.22491999999999998 -0.56176499999999996 -0.026509999999999995 -1.0000000180025095e-35 0.090100000000000013 0.16175000000000003 -0.16675999999999999 0.099185000000000009 0.09055500000000001 0.090900000000000009 -0.086719999999999978 0.085595000000000018 -0.078034999999999979 -0.082014999999999991 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 19 6 7 11 12 -5 -6 14 13 -4 24 -13 -17 -7 -15 -3 -14 -9 -18 -2 25 26 -1 -11 -24 -30
right_child=1 2 8 9 10 17 -8 21 -10 27 -12 15 20 18 -16 16 22 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.002472706304434788 0.0025674714052276114 0.00098778720466814458 0.0011142295333763162 0.0021943986662713829 0.002146394013553102 0.0018181251766503361 0.0012242902512366281 0.0025174714941989429 0.0013223260693701728 0.0014721340540788464 0.0011935436519307199 0.001762331334028495 0.00032979566362966145 0.00089750829354510683 0.0022789036339873419 0.0026475246443592973 0.0023340147818739299 0.0011472359222202948 0.00037091997373009551 0.0014169186167690259 -0.00020859218323248001 0.0030762760566203579 0.0025376113033454039 0.0020529489301964192 0.0021842053084782345 0.002513591593748431 0.0017349340473380923 0.00099984058546045149 0.0022091821827736483 0.0017880053953626056
leaf_weight=68 49 191 39 34 71 22 24 20 37 31 30 27 78 25 220 45 437 26 77 33 21 65 26 22 38 991 20 32 281 41
leaf_count=68 49 191 39 34 71 22 24 20 37 31 30 27 78 25 220 45 437 26 77 33 21 65 26 22 38 991 20 32 281 41
internal_value=0 0.00112826 0.000977324 0.00233933 0.00130346 0.00237109 0.00239019 0.00240247 0.000594669 0.00156949 0.00186337 0.00238146 0.000482488 0.000669883 0.00245189 0.00227159 0.00228816 0.00145473 0.000499986 0.00105101 0.000215592 0.00294479 0.00226756 0.00240804 0.00248596 0.00249658 0.00230503 0.00123224 0.0021841 0.00215555
internal_weight=0 673 602 2448 325 2351 2303 2279 277 97 101 2194 240 141 1337 857 830 48 102 224 99 85 785 71 1117 1079 88 63 348 322
internal_count=3121 673 602 2448 325 2351 2303 2279 277 97 101 2194 240 141 1337 857 830 48 102 224 99 85 785 71 1117 1079 88 63 348 322
is_linear=0
shrinkage=0.00140032


Tree=1650
num_leaves=31
num_cat=0
split_feature=1 2 12 11 150 11 2 43 376 16 0 151 12 47 149 0 156 0 0 0 52 52 3 0 3 133 15 401 43 402
split_gain=4.14951 1.09994 0.894628 0.835146 0.810583 0.779526 0.743321 0.738698 0.84446 0.631907 0.565953 0.894407 0.562821 0.558039 0.754818 0.699176 0.575849 1.30853 0.663842 0.656739 0.584403 0.53047 0.49478 0.48888 0.561567 0.478648 0.452003 0.439001 0.486724 0.504233
threshold=0.11846000000000002 0.10060500000000001 0.087505000000000013 0.080455000000000013 1.0000000180025095e-35 0.085155000000000022 -0.0091949999999999983 -0.077044999999999988 1.0000000180025095e-35 -0.0048099999999999992 -0.23091999999999999 -0.065174999999999983 0.095565000000000011 0.085505000000000012 0.081720000000000015 -0.040504999999999992 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10324499999999999 0.060015000000000006 -0.020999999999999994 -0.081924999999999984 -0.07384499999999998 -0.014944999999999998 0.089405000000000012 -0.097454999999999986 0.083100000000000021 0.0051600000000000005 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 7 -5 23 8 9 -3 -6 -12 22 14 16 -15 17 18 26 -20 -21 -7 25 -1 -25 -4 -2 -8 29 -29
right_child=13 2 12 5 10 21 27 -9 -10 -11 11 -13 -14 15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0010137498977431372 0.00018903052091338198 0.00054272899066818976 0.0012947007527235326 0.0021577133775419854 0.00075905539691952558 0.001655440991538238 0.00094216078029588297 0.00091182808412385605 0.0011182635288265953 -0.00065627810018625214 0.00027355492130998627 -0.0010133983421030794 0.00077059747291564201 0.00084429462328928226 0.0011437095941079017 -0.00018017977991073304 0.00089963226696197437 -0.00090901627280735333 0.0012191887053377712 4.582432150659513e-05 0.00089949562739039121 0.00051132008177382795 0.0016912882614555668 0.00062181689557315174 -0.00041520514494307521 0.0004627106113765804 -0.0008670858567056131 0.0015687215849672467 0.00045801829656879446 0.0010451210820755616
leaf_weight=29 20 20 44 28 25 20 1732 134 20 25 43 20 271 85 20 21 22 31 20 92 26 21 35 33 22 29 21 80 21 111
leaf_count=29 20 20 44 28 25 20 1732 134 20 25 43 20 271 85 20 21 22 31 20 92 26 21 35 33 22 29 21 80 21 111
internal_value=0 0.000910559 0.000732555 0.000967093 0.000520798 0.00151105 0.000948585 0.000698482 0.00025866 -0.000123386 0.000118992 -0.000135002 0.000892909 0.000335269 0.000206527 0.000641333 0.000125736 4.4661e-05 0.000209823 0.000376714 0.000233921 0.00106943 0.00119982 0.000485526 0.000207008 0.000964184 -0.000351907 0.000968594 0.00118455 0.00126443
internal_weight=0 2763 666 2097 287 69 2028 199 65 45 88 63 379 358 252 106 232 210 179 138 118 41 108 84 55 73 41 1944 212 191
internal_count=3121 2763 666 2097 287 69 2028 199 65 45 88 63 379 358 252 106 232 210 179 138 118 41 108 84 55 73 41 1944 212 191
is_linear=0
shrinkage=0.00502775


Tree=1651
num_leaves=31
num_cat=0
split_feature=4 3 2 2 12 15 3 124 40 457 45 42 48 49 151 15 42 402 12 3 1 4 0 40 1416 13 160 15 400 1447
split_gain=3.4395 0.942321 0.827493 0.623037 0.540665 0.707434 0.564076 0.63069 0.92266 0.549902 0.483159 0.460947 0.443371 0.559776 0.432396 0.421418 0.386642 0.383153 0.421436 0.556575 0.665792 0.429078 0.595859 0.865499 0.375911 0.369814 0.365086 0.36152 0.64158 0.599954
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 -0.010834999999999999 -0.14601999999999996 -0.0049599999999999991 -0.087394999999999987 -0.045684999999999996 0.29113500000000009 0.084355000000000013 0.11934000000000002 0.12118000000000002 1.0000000180025095e-35 -0.083694999999999978 -0.079929999999999987 0.086665000000000006 0.09388500000000001 -0.10022999999999999 -0.13309499999999996 0.11751000000000002 0.41257000000000005 -0.10151999999999999 -0.063404999999999989 1.0000000180025095e-35 -0.065824999999999981 -1.0000000180025095e-35 0.083195000000000005 -0.077004999999999976 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 -1 7 -7 14 10 11 24 13 17 -9 -3 -8 18 -2 20 -20 -21 -23 -24 27 -15 -13 28 -6 -29
right_child=3 15 -4 -5 9 6 16 8 -10 -11 -12 26 -14 25 -16 -17 -18 -19 19 21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0016083101616697077 0.00099432700705796894 0.00071621671854727495 -0.00012259976529421877 -0.00052120539243406599 0.00026576383284292188 0.0008978711315251771 0.0014624750734104439 -0.00017065332449693829 -0.0007429547057895661 0.00013461934848330503 0.0016209695205407315 -8.0056069256261296e-05 -0.00029706758034406163 0.00039126926844674934 0.00072818641091157541 -0.00010636839746782709 0.00053893214105043565 -0.00034821927046938336 0.00033206649945788922 -0.00058992975905587555 0.0015056422327227605 0.00078861923497536572 0.00054070639295321951 -0.00056413124893998565 0.0015297870052600518 0.0013207052452235747 0.0007400136928151171 0.0016663255317914704 0.00090746270977133713 0.00099410136568245269
leaf_weight=21 31 35 23 24 48 48 29 23 26 25 31 20 26 21 51 39 25 22 41 21 22 41 42 42 33 32 82 41 1195 961
leaf_count=21 31 35 23 24 48 48 29 23 26 25 31 20 26 21 51 39 25 22 41 21 22 41 42 42 33 32 82 41 1195 961
internal_value=0 0.000888518 0.000905234 0.000326328 0.000914124 0.000657637 0.000558805 0.000385091 0.000138957 0.000937604 0.00094593 0.000937138 0.000385978 0.000442357 0.000448817 0.000282692 0.00103491 0.000339172 0.000402183 0.000314353 0.000741887 0.00012987 0.000250796 -1.17124e-05 0.000953164 0.000952438 0.000579216 0.000944688 0.000882683 0.00102161
internal_weight=0 2756 2682 365 2659 223 202 148 100 2436 2411 2380 341 315 74 74 54 262 240 209 63 146 125 84 2278 53 102 2245 1243 1002
internal_count=3121 2756 2682 365 2659 223 202 148 100 2436 2411 2380 341 315 74 74 54 262 240 209 63 146 125 84 2278 53 102 2245 1243 1002
is_linear=0
shrinkage=0.0054422


Tree=1652
num_leaves=31
num_cat=0
split_feature=1 2 16 52 2 52 4 43 13 157 11 11 52 15 10 33 16 1 483 4 1 0 13 1424 42 483 1429 484 484 48
split_gain=2.86231 0.816368 0.675894 1.36191 0.879345 0.746379 0.688496 0.661686 0.752911 0.629694 0.6233 0.690075 0.655203 0.605661 0.565688 0.560821 0.545161 0.471503 0.474217 0.4661 0.426694 0.389277 0.554589 0.381918 0.362518 0.361129 0.634857 1.37725 1.84366 0.645803
threshold=0.12000500000000001 0.10060500000000001 0.40020000000000006 0.029970000000000007 0.13404500000000005 0.10263500000000002 -0.052259999999999994 0.10366000000000002 0.11596500000000001 -0.078254999999999977 0.080455000000000013 0.085155000000000022 -0.046924999999999988 -0.07490999999999999 -1.0000000180025095e-35 0.083840000000000012 0.51222500000000004 0.16773500000000005 0.098395000000000024 -0.031404999999999995 0.122185 -0.088774999999999979 1.0000000180025095e-35 1.0000000180025095e-35 0.092620000000000022 -0.070084999999999981 0.084770000000000012 0.073690000000000019 0.088375000000000009 -0.089814999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 5 -5 -7 8 9 -3 14 -12 -13 -4 15 -1 -15 18 19 -2 -21 -8 -23 25 -11 -16 29 -28 -29 -27
right_child=17 2 13 4 -6 6 21 -9 -10 24 11 12 -14 16 23 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-5.3138011224745056e-05 0.00074834137305187717 -0.00047830169064487775 0.0017483448246777538 0.0016643292816808676 -6.8994911015224058e-05 0.00033620322412332117 0.00071013312008123906 0.0010889458101564216 -0.00074105064452086543 0.00053004219612443569 0.0020172359619208091 0.0016271635070891604 0.00026615492550545862 0.00015683656151196986 0.0011124437575201012 0.00099434220401528107 0.00096571866398268943 -0.00048748871833200088 0.001130632817266845 -0.00059505533495234075 0.00023488912324938068 0.0020662756750030849 0.00085765138025168362 0.0015978482879439547 4.0607175287956722e-05 0.0017523112692874575 0.0010753215396846082 -0.0013590832935184256 0.00067452550932886406 0.00083419837082571028
leaf_weight=41 49 27 23 41 25 52 35 29 22 169 28 20 22 31 136 24 121 23 20 20 222 23 22 20 61 23 48 23 31 1690
leaf_count=41 49 27 23 41 25 52 35 29 22 169 28 20 22 31 136 24 121 23 20 20 222 23 22 20 61 23 48 23 31 1690
internal_value=0 0.000797548 0.000633751 0.000532923 0.000885063 0.00102293 0.000823711 0.000306547 0.000225222 0.000307938 0.000850513 0.00135545 0.000914254 0.00092529 0.000833153 0.000333624 0.000800749 0.000264411 0.000320018 0.000264306 0.000166299 0.00114059 0.00147539 0.000849627 0.000400236 0.000841957 0.000821689 0.000404577 -0.000191641 0.000846526
internal_weight=0 2787 681 506 198 173 132 308 279 257 2106 70 42 175 2036 65 152 334 311 291 242 80 45 1971 230 1951 1815 102 54 1713
internal_count=3121 2787 681 506 198 173 132 308 279 257 2106 70 42 175 2036 65 152 334 311 291 242 80 45 1971 230 1951 1815 102 54 1713
is_linear=0
shrinkage=0.0054422


Tree=1653
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 4 2 2 0 47 2 4 2 47 49 4 49 1 1 16 4 3 3 3 50 15 151 1
split_gain=258.312 31.0316 28.0679 16.547 16.1787 13.044 8.84201 8.33399 7.35996 7.92341 5.76273 5.52007 4.85229 4.09084 4.08006 3.50389 3.61522 3.45494 3.25327 3.16321 2.96798 2.84404 2.79522 4.00142 2.52898 2.51374 2.40844 2.7645 2.51846 2.32493
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.097070000000000004 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.14920999999999998 0.077555000000000013 0.11389000000000002 0.0061450000000000003 0.13501500000000002 0.091680000000000011 -0.066019999999999981 -0.04890499999999999 -0.012034999999999999 0.13436000000000001 0.12958500000000003 -0.014754999999999999 -0.059649999999999988 0.090900000000000009 -0.013929999999999998 -0.22605499999999998 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 8 10 -6 -3 20 -4 12 22 -12 25 16 24 -11 -2 -19 -10 -18 -1 -24 -9 -8 27 -7 -29 -15
right_child=1 5 6 -5 7 26 14 15 9 17 13 -13 -14 29 -16 -17 21 19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0026276141069038975 0.0016971136297432559 0.00091003257029063141 0.003165537505451124 0.0013201094982107217 0.0025772843087668975 0.00087299972612003862 0.0027305311003250803 0.0014674029121515668 0.0024308390443036052 0.0018953155264990053 0.0026344053043683684 0.0029744396236611515 0.0015863864365028178 0.0025049240388297705 0.0018900665344422994 0.0021296936263387974 0.0015127489694016481 0.0013121386252698056 0.0023851132791876273 0.00072063075309601317 0.0016079210566921642 0.00083193325288583595 0.0023960087621547046 0.0016904424765040631 0.0021440344482622298 0.002378346148743795 0.0010710525140938303 0.00064132077573598534 -8.2877576828548752e-05 0.002085571751784194
leaf_weight=71 20 90 46 74 28 29 56 23 22 20 1473 35 20 89 37 31 55 128 92 26 20 20 83 25 31 359 23 22 24 49
leaf_count=71 20 90 46 74 28 29 56 23 22 20 1473 35 20 89 37 31 55 128 92 26 20 20 83 25 31 359 23 22 24 49
internal_value=0 0.00136486 0.00250085 0.00188742 0.00213688 0.00112428 0.00257368 0.00179915 0.00128149 0.00143627 0.00262597 0.00240822 0.00230863 0.00261056 0.00238201 0.00166297 0.00155082 0.00129078 0.00226226 0.00121227 0.00203897 0.0013312 0.00238933 0.00223268 0.00185584 0.00242587 0.00063338 0.00049916 0.000263478 0.00235602
internal_weight=0 590 2531 186 422 404 2109 188 306 216 1657 234 199 1611 452 160 129 174 112 154 42 75 179 108 54 415 98 75 46 138
internal_count=3121 590 2531 186 422 404 2109 188 306 216 1657 234 199 1611 452 160 129 174 112 154 42 75 179 108 54 415 98 75 46 138
is_linear=0
shrinkage=0.00154607


Tree=1654
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 4 16 2 4 4 0 15 4 4 4 0 16 49 160 1 14 4 47 4 131
split_gain=372.841 58.7725 34.541 32.0186 21.9791 18.0101 11.2589 10.0971 10.0815 9.72659 8.64777 7.10791 6.15368 6.41193 6.00526 4.17618 8.31703 3.73071 3.71526 3.62062 3.34747 3.33111 3.45009 3.06751 3.03458 2.87261 2.74707 2.48181 2.37104 2.36843
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.076975000000000002 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.40473500000000007 -0.52595999999999987 0.14285500000000004 0.27834500000000006 0.24564500000000003 -0.11173999999999999 -0.11713499999999999 0.022185000000000003 0.0082450000000000006 -0.013125 -0.079119999999999982 -0.45661999999999997 -0.009244999999999998 -0.081069999999999989 0.075045000000000014 -0.41790499999999997 -0.036839999999999991 0.090100000000000013 -0.020529999999999996 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 14 11 12 -5 -6 -7 13 -4 15 16 -1 28 20 24 -17 -21 -23 -22 26 -15 -13 -3 -18 -14
right_child=1 2 8 9 10 7 -8 -9 -10 -11 -12 19 29 25 -16 18 17 -19 -20 21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036318525067543521 0.0030066701242596741 0.0014602827145334758 0.0016920107476823272 0.0027620697495532366 0.0027420210067659783 0.0019100969253289324 0.0037410547552205247 0.002001412857189419 0.001823494000166322 0.0016945287467469742 0.001734870108600605 0.0027744814166397566 0.00048889246155868027 0.0014399346086481234 0.0022523798458568434 0.0031617375447802456 0.0027283013044132405 0.0030702403326113479 0.0027830841617082444 0.0031871946423958977 0.0025550094713898222 0.0020090543535391222 0.002711068391980593 0.00303464530071828 0.0032189512799881657 0.00078362249333706335 0.0032417530333961253 0.0019444967767495958 0.0020340295882854327 0.0011085437379376503
leaf_weight=22 71 190 39 34 71 21 67 41 37 63 32 158 79 22 23 1131 20 22 90 34 39 20 192 299 96 80 41 32 35 20
leaf_count=22 71 190 39 34 71 21 67 41 37 63 32 158 79 22 23 1131 20 22 90 34 39 20 192 299 96 80 41 32 35 20
internal_value=0 0.00162254 0.0014593 0.00297438 0.00181501 0.00301174 0.00309443 0.00277204 0.00104195 0.00206872 0.00242912 0.00282826 0.000921459 0.00113728 0.00306866 0.00307998 0.00275963 0.00251042 0.00310033 0.0028639 0.00311976 0.0027198 0.00264484 0.0029793 0.00298407 0.00092518 0.00287075 0.00153008 0.00228649 0.000614075
internal_weight=0 673 602 2448 325 2351 1748 603 277 97 103 562 240 141 1681 1658 99 77 1559 541 1469 246 212 338 295 102 199 222 55 99
internal_count=3121 673 602 2448 325 2351 1748 603 277 97 103 562 240 141 1681 1658 99 77 1559 541 1469 246 212 338 295 102 199 222 55 99
is_linear=0
shrinkage=0.00160853


Tree=1655
num_leaves=31
num_cat=0
split_feature=1 2 0 51 1 2 30 150 0 0 48 33 43 4 0 160 15 0 2 12 16 4 148 34 2 3 16 52 48 4
split_gain=4.18771 1.05963 0.877917 0.575466 0.791541 0.564059 0.555062 0.527564 1.32046 0.543432 0.818919 0.505338 0.501355 0.767263 0.662611 0.555186 0.454742 0.599674 0.436573 0.467191 0.435316 0.395377 0.385143 0.418393 0.699595 0.392562 0.637709 0.371514 0.839855 0.991083
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 -0.40274499999999996 0.16773500000000005 0.15361500000000003 0.086065000000000016 0.094605000000000009 -0.23091999999999999 -0.17169499999999996 0.11280000000000003 0.083840000000000012 -0.064334999999999989 -0.42529999999999996 -0.019414999999999998 0.11205000000000002 0.024640000000000006 -0.071924999999999989 -0.0091949999999999983 0.084595000000000017 -0.54656499999999986 -0.04890499999999999 -0.062044999999999996 -0.038779999999999995 0.11870500000000002 -0.082689999999999986 -0.074319999999999983 0.10024500000000001 0.08975000000000001 -0.082769999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -2 21 12 11 9 -9 10 -3 18 15 -14 16 -4 17 -15 19 -1 -20 -5 -23 -24 -25 -26 -27 -22 29 -29
right_child=3 2 5 4 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 20 -21 27 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.00029016149608208084 0.0013515442991846782 0.0019363785940208341 0.001505786350876652 0.0010322716424191712 -0.00078285731565202088 0.00013609281505570252 0.00036136271448205219 0.00099522994436463796 -0.0012051903006823224 0.00037191607172332083 0.00034343273575282332 0.0021390868971881008 0.0014248730668797484 0.0010671769142115311 -0.00017202296466307167 0.00048035119042716401 0.0013100473667346337 0.00011625153140798905 0.001979699182168013 0.0013915041754147888 0.0012502836475233947 -0.00034447749201559947 -0.00014353633894143692 0.001076043234148272 0.0010268883042107552 0.0004873552345214741 -0.00045267681012705041 0.0019020091795508864 5.2998365085795332e-05 0.00098434705282772744
leaf_weight=39 24 27 144 38 21 24 29 21 20 67 22 22 83 53 27 23 56 47 28 23 1631 26 39 65 24 80 41 52 30 295
leaf_count=39 24 27 144 38 21 24 29 21 20 67 22 22 83 53 27 23 56 47 28 23 1631 26 39 65 24 80 41 52 30 295
internal_value=0 0.00113937 0.000914831 0.000434877 0.000369008 0.00105067 0.00120353 0.00051944 -7.81458e-05 0.000730656 0.00122118 0.00121505 0.00110136 0.000936115 0.000714438 0.00136456 0.000867864 0.000620242 0.00120536 0.000698724 0.00122079 0.00044629 0.000365318 0.000439433 0.000547699 0.000310855 0.000168832 0.0012102 0.00103681 0.00112186
internal_weight=0 2763 614 358 334 457 2149 157 41 116 49 2120 433 266 183 167 156 100 2098 62 2036 313 275 249 210 145 121 2008 377 347
internal_count=3121 2763 614 358 334 457 2149 157 41 116 49 2120 433 266 183 167 156 100 2098 62 2036 313 275 249 210 145 121 2008 377 347
is_linear=0
shrinkage=0.0061288


Tree=1656
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 4 0 1 4 2 4 15 4 1 0 15 1 0 14 1 0 160 12 475 51
split_gain=287.091 47.1819 28.9762 22.8502 18.6319 14.7079 12.0844 8.84112 7.97506 7.047 6.91773 4.98402 8.13291 4.36909 4.19617 4.50721 3.22661 3.18543 5.18286 3.00701 3.53324 2.99438 3.55551 2.95106 2.9847 2.75864 3.49182 2.71114 2.25748 2.17924
threshold=0.104035 -0.40967499999999996 0.13075500000000004 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.076975000000000002 0.14960000000000004 0.09253500000000002 0.27834500000000006 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 0.15361500000000003 0.27834500000000006 -0.095869999999999983 -0.013125 0.093100000000000002 -0.15202999999999997 -0.03241999999999999 0.075045000000000014 -0.019414999999999998 -0.22253999999999999 0.11414000000000001 -0.079119999999999982 -0.081069999999999989 0.092550000000000007 -0.083589999999999984 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 14 11 17 -5 -6 12 19 25 15 -4 -14 21 27 -1 -21 22 -7 -3 29 -13 -27 -19 -28 -25
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 13 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0034725097253517439 0.0028771469839304455 0.0019531966534288613 0.0016547639959636738 0.0026658549798452389 0.0026001266944295541 0.0028276993301154544 0.0019688136753546314 0.0035484174504191732 0.0017760296620559386 0.0017337002833584133 0.0017499400358359312 0.0030261798605179546 0.0026479483068702048 0.0025981290247375742 0.00057337273351446428 0.0009108250541159798 0.0018252663002312787 0.0029019246035535537 0.0019209941178056588 0.0031120872035058922 0.0022579544449297614 0.0030724772985260807 0.0023060320229771366 0.0011103711361990067 0.0012200156326581787 0.0023884330468616948 0.0034223380308459794 0.0025320070404408253 0.0028762250998742361 0.0016943282946659348
leaf_weight=23 76 40 28 34 80 161 33 67 26 61 38 1128 21 82 70 101 33 80 29 32 22 90 45 20 82 38 22 160 276 123
leaf_count=23 76 40 28 34 80 161 33 67 26 61 38 1128 21 82 70 101 33 80 29 32 22 90 45 20 82 38 22 160 276 123
internal_value=0 0.00165757 0.00150686 0.00285609 0.00178404 0.00288818 0.00104928 0.00296398 0.00266449 0.00206731 0.00232634 0.00294063 0.00263336 0.00296667 0.000896798 0.0010723 0.0021452 0.00270538 0.00257615 0.00297571 0.00276411 0.00282282 0.00271374 0.00154256 0.00146956 0.00298731 0.00285682 0.00265531 0.00291654 0.00161266
internal_weight=0 691 615 2430 383 2335 232 1744 591 95 118 1677 131 1546 199 129 54 565 269 77 54 296 206 265 225 1464 336 240 298 143
internal_count=3121 691 615 2430 383 2335 232 1744 591 95 118 1677 131 1546 199 129 54 565 269 77 54 296 206 265 225 1464 336 240 298 143
is_linear=0
shrinkage=0.0016407


Tree=1657
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 15 2 4 14 0 16 0 2 12 16 43 3 158 4 15 160 0 0 2 2 47
split_gain=220.137 28.7321 22.8414 16.3163 14.5644 9.41035 8.48822 7.09533 6.9154 6.85551 4.65252 4.74335 4.60148 4.38402 4.22004 4.57284 5.48412 3.35124 2.8304 2.6588 2.59066 2.47546 3.05617 6.40803 2.39428 2.32856 2.31709 2.28975 3.4722 2.22633
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.23246000000000003 0.033845000000000007 0.024640000000000006 0.14285500000000004 0.27834500000000006 0.076175000000000007 -0.23194499999999998 0.19444000000000003 -0.066089999999999996 0.092235000000000025 0.13597000000000004 -0.040964999999999994 -0.04890499999999999 0.084940000000000015 0.07968500000000002 -0.059649999999999988 -0.03241999999999999 -0.067824999999999983 -0.092404999999999973 -0.13455999999999999 0.10981000000000002 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 13 10 12 29 17 14 11 -3 26 -1 15 16 19 25 -7 -6 -21 22 -15 -24 -13 -8 -4 28 -2 -5
right_child=1 5 6 7 9 18 8 -9 -10 -11 -12 24 -14 21 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027705391805614415 0.0011491334834829361 0.0012875287683896516 0.0018191097789077859 0.0024514530865275418 0.0014188249551203335 0.0010591792205528455 0.002501104194873368 0.0014025562744256525 0.0018554993597296511 0.0024004206739294967 0.00045312940152850335 0.0011210180805258368 0.0027762777842093851 0.0022182094643320212 0.0020940614057576683 0.00086685711289898949 0.0012947982500809275 0.0016889541160770584 0.0017886887609084984 0.0024147882332727741 0.0016835014105300596 0.0024632762071192856 0.0020457282132359941 0.0010854659212012716 0.00057621758423075759 0.0021810629494814623 0.0023062958394251963 0.0010899609639442656 0.0019267812274689892 0.0019476166446781662
leaf_weight=22 32 43 22 34 20 23 54 41 171 21 97 23 46 68 24 27 90 29 24 23 20 29 57 21 79 714 1073 128 21 45
leaf_count=22 32 43 22 34 20 23 54 41 171 21 97 23 46 68 24 27 90 29 24 23 20 29 57 21 79 714 1073 128 21 45
internal_value=0 0.0011579 0.00216587 0.00147922 0.00185028 0.000823223 0.00222902 0.00190414 0.00212666 0.00159196 0.000705049 0.000873575 0.00231585 0.00214531 0.00150873 0.00143069 0.00153019 0.00218484 0.00143169 0.00186645 0.00207465 0.00206671 0.00198794 0.0017872 0.000699065 0.00220357 0.00229651 0.00119751 0.00145726 0.00216446
internal_weight=0 590 2531 301 422 289 2109 120 968 225 242 145 1141 197 204 180 153 797 47 63 43 175 146 78 102 768 1095 181 53 79
internal_count=3121 590 2531 301 422 289 2109 120 968 225 242 145 1141 197 204 180 153 797 47 63 43 175 146 78 102 768 1095 181 53 79
is_linear=0
shrinkage=0.00148603


Tree=1658
num_leaves=31
num_cat=0
split_feature=4 3 1375 49 149 12 10 2 3 48 15 0 34 1444 4 49 47 3 1 47 1 43 4 12 3 43 52 2 1375 1204
split_gain=5.33176 1.4725 1.50411 1.12458 0.946566 0.838924 0.779929 0.762132 0.728582 0.552224 0.548976 0.529703 0.684309 0.523309 0.617422 0.53254 0.514851 0.498476 0.468325 0.438443 0.559336 0.595434 0.916337 0.56232 0.431119 0.512721 0.424052 0.419389 1.14651 0.871893
threshold=0.27287000000000006 -0.07359499999999998 -0.27302499999999996 0.14321000000000003 0.07770500000000001 1.0000000180025095e-35 -0.079859999999999987 -0.0091949999999999983 0.30112000000000005 -0.04451999999999999 -0.15914499999999995 -0.070154999999999981 -0.085489999999999997 -0.083894999999999983 -0.51843499999999987 -0.18481499999999998 0.11114000000000002 -0.0049599999999999991 0.11910500000000002 0.10350500000000001 0.098700000000000024 -0.073959999999999984 -0.049534999999999989 0.090345000000000023 -0.12018999999999998 0.10366000000000002 0.12603000000000003 0.090050000000000005 0.083830000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 7 6 -1 -2 11 9 -9 -7 -4 -13 -12 -15 -16 27 19 -8 20 21 22 -11 -24 -20 -26 -5 -17 29 -29
right_child=4 2 3 26 -6 10 18 8 -10 17 13 12 -14 14 15 16 -18 -19 24 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00049041114850346544 -0.00037473333067121185 -0.00039089818997011856 0.0013622468399534034 0.00069428768017080187 0.0015355113859552071 0.0020849451791820298 0.00077057726107389801 0.0020032464554515742 0.00057219649800122475 0.00066468030692227846 0.00045712607496707701 0.0010914099512862332 -0.00031532096859080843 0.0023753764552358913 0.00040352156475633729 0.0014492487447806878 0.00082910736654678646 0.0014426452037751534 0.0010980627863425134 0.0017716123141933069 0.00056536106839171721 0.0010015389925978997 0.0014414356609985142 0.0027304168252459344 0.00033767062249751879 -0.00062945183353631175 -0.00042069764243508222 1.546343465397912e-05 0.0025643928080658412 0.0012420857006376054
leaf_weight=38 39 24 21 29 28 37 132 34 56 23 22 20 30 21 20 1199 59 240 20 31 69 212 23 24 110 23 20 21 22 474
leaf_count=38 39 24 21 29 28 37 132 34 56 23 22 20 30 21 20 1199 59 240 20 31 69 212 23 24 110 23 20 21 22 474
internal_value=0 0.00126608 0.001063 0.00110494 0.000496374 0.00135695 0.000406572 0.00115912 0.00121716 0.00127221 0.00137451 0.000577123 0.000247371 0.00136021 0.00137115 0.0013594 0.00137017 0.00123225 0.000513487 0.00110007 0.00104076 0.00115708 0.00162815 0.00209964 0.000291684 0.000170424 0.000239192 0.00138878 0.00124853 0.00119005
internal_weight=0 2769 856 832 352 1913 324 783 712 656 1875 71 50 1838 1816 1795 1775 622 285 382 351 282 70 47 153 133 49 1716 517 495
internal_count=3121 2769 856 832 352 1913 324 783 712 656 1875 71 50 1838 1816 1795 1775 622 285 382 351 282 70 47 153 133 49 1716 517 495
is_linear=0
shrinkage=0.00589082


Tree=1659
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 150 1 2 2 1 2 2 1 52 49 4 42 3 43 52 96 124 0 1447
split_gain=452.138 68.9835 44.7486 36.151 30.1377 20.614 16.1532 13.933 11.7996 11.2156 10.6384 7.64291 6.02906 6.96704 5.08022 4.32136 4.06961 3.67729 2.93894 2.32536 2.28008 2.2347 2.1821 2.98746 2.54792 2.39004 2.15446 2.53007 2.10425 1.99717
threshold=0.10508500000000001 -0.40306999999999998 0.13210500000000003 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.13501500000000002 0.09253500000000002 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.16540500000000002 0.14122000000000004 0.088850000000000012 0.076935000000000017 0.40674500000000008 -0.078034999999999979 -0.036839999999999991 0.086665000000000006 0.30112000000000005 -0.06984499999999999 0.056145000000000007 0.084000000000000019 -0.087144999999999986 -0.010949999999999998 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 16 7 15 12 -6 11 -5 18 17 14 -14 22 26 19 28 -1 -12 -2 23 24 -4 -25 27 -3 -7 -19
right_child=1 2 6 10 8 9 -8 -9 -10 -11 20 -13 13 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028608400789329668 0.0028312578608105199 0.001690284588650437 0.00046094165999563196 0.0024396964819903841 0.0023854485913701261 0.0025175587299762032 0.0015625074872482867 0.0034264196708227428 0.0013348149144851384 0.0017071816604141538 0.0016654256178293538 0.0017005402425019206 0.0019266534036533136 0.0017734542175716272 0.0026838073974569123 -0.00030257988201641713 0.00050186970052816591 0.0030307253624448699 0.0027927103790400328 0.0023523159611958792 0.0010771007187322483 0.002257323010155598 0.00019864503692608576 0.00010101069157006643 0.0011914406917936532 0.0007509239030425263 0.00070785528987190032 0.0011476611238659981 0.0020651054752336669 0.0026629844429286861
leaf_weight=935 50 23 21 34 78 273 30 76 38 48 31 27 23 25 268 22 25 38 92 22 32 24 63 38 25 21 23 192 27 497
leaf_count=935 50 23 21 34 78 273 30 76 38 48 31 27 23 25 268 22 25 38 92 22 32 24 63 38 25 21 23 192 27 497
internal_value=0 0.00123683 0.00106285 0.00266769 0.00138481 0.00270585 0.000508212 0.00277793 0.00204128 0.00241508 0.00174273 0.00249617 0.00275067 0.00255668 0.00262396 0.000341745 0.00109527 0.00279176 0.00255097 0.00284915 0.00136659 0.00264512 0.00042612 0.000562606 0.000857952 0.000332336 0.0011576 0.00120571 0.00247684 0.0026891
internal_weight=0 673 599 2448 379 2351 220 1884 116 467 97 419 1808 316 291 190 263 1492 392 957 63 74 168 105 46 59 238 215 300 535
internal_count=3121 673 599 2448 379 2351 220 1884 116 467 97 419 1808 316 291 190 263 1492 392 957 63 74 168 105 46 59 238 215 300 535
is_linear=0
shrinkage=0.00154607


Tree=1660
num_leaves=31
num_cat=0
split_feature=1 12 15 4 15 3 2 3 12 1 150 4 49 51 4 0 14 15 0 0 4 150 16 39 157 1 133 0 43 12
split_gain=5.73108 0.913928 1.12982 0.907275 1.7367 1.04207 1.47569 0.888746 0.951376 0.833655 0.685478 0.671779 0.820892 0.674765 0.59636 0.561803 0.584556 0.550687 0.520972 0.501171 0.532282 0.609617 0.578956 0.493201 0.479898 0.473023 0.564556 0.455616 0.448619 0.446159
threshold=0.11146500000000002 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.03241999999999999 0.11296500000000002 0.092875000000000013 0.31534000000000006 -0.42850999999999995 0.095950000000000021 0.091105000000000005 -0.010655 -0.056454999999999991 -0.40274499999999996 0.40124500000000002 -0.14920999999999998 0.078320000000000015 -0.15026499999999995 -0.084804999999999978 -0.13843999999999998 0.0033150000000000007 -0.013494999999999998 -0.061854999999999993 0.088025000000000006 -0.0031149999999999993 0.10389500000000002 0.085195000000000007 -0.097734999999999989 0.084740000000000024 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 18 11 -9 10 17 12 -2 -13 15 16 -3 -5 -6 -17 21 -21 -22 28 -14 26 -11 -23 -15 -29
right_child=7 14 -4 4 5 -7 -8 8 -10 25 -12 13 24 23 -16 19 -18 -19 -20 20 22 27 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0015838344834859844 0.00045912170177761036 0.0027599599240539872 0.0019250665970679845 0.0024481029461289783 0.0017670590528681932 -0.0010625615640219009 -0.00083317180423567996 0.00086834161644842606 -0.0003851623018743064 -9.8506325060424753e-05 0.00040396610144041007 0.001406337769217351 0.00095247791274724136 0.00060973049924440467 0.00039811589173005784 0.00063678517095757986 0.0015157446230967735 0.0013939941205088503 0.00045489533556797122 0.0022572036668066816 0.0013630073139971682 0.0020810062110031332 0.00085893850510126274 0.00023630172111471114 0.0020690662688498404 0.0010637720104979735 0.0010678945749712969 0.0013944909980497121 0.0014748625109760429 0.00063090734918028408
leaf_weight=72 33 20 49 21 21 20 20 34 55 36 20 34 22 156 22 33 38 95 21 29 187 33 137 119 34 78 24 1607 24 27
leaf_count=72 33 20 49 21 21 20 20 34 55 36 20 34 22 156 22 33 38 95 21 29 187 33 137 119 34 78 24 1607 24 27
internal_value=0 0.00131085 0.00107775 0.000980745 0.000858772 0.000106663 0.000483832 0.000628657 9.37044e-05 0.00108386 0.00141117 0.000741478 0.00119611 0.00061997 0.00136298 0.00137304 0.00194478 0.00158482 0.00111098 0.00135688 0.00136865 0.00141044 0.00114987 0.00053055 0.00163041 0.000761286 0.000368054 0.00139571 0.000725081 0.00138187
internal_weight=0 2610 477 428 356 82 62 511 89 274 136 422 89 333 2133 2111 58 116 42 2053 2020 1696 324 299 56 138 60 1667 180 1634
internal_count=3121 2610 477 428 356 82 62 511 89 274 136 422 89 333 2133 2111 58 116 42 2053 2020 1696 324 299 56 138 60 1667 180 1634
is_linear=0
shrinkage=0.00589082


Tree=1661
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 132 16 475 4 47 1 402 10 10 52 14 15 40 16 2 2 16 2 48 16 480 0 1 3 13 132
split_gain=4.6941 1.21711 0.77396 0.860028 0.941313 0.671585 0.870682 0.584863 0.58168 0.646803 0.582358 0.633213 0.963649 0.733073 1.06279 0.564228 0.517626 0.522967 1.03537 0.870539 0.556511 0.457385 0.657779 0.453102 0.44076 0.470877 1.14086 0.793261 0.668328 0.566383
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 0.081185000000000021 0.092880000000000004 0.15273500000000004 -0.079669999999999977 0.053180000000000012 0.085505000000000012 0.14262000000000002 0.09388500000000001 -0.079859999999999987 -0.3960249999999999 -0.065544999999999978 -0.10708499999999999 0.035560000000000008 -0.08440499999999998 -0.013024999999999998 0.097845000000000015 -1.0000000180025095e-35 -0.052894999999999991 0.14019000000000004 0.12118000000000002 -0.44310499999999992 -0.092774999999999982 -0.092404999999999973 0.089175000000000018 -0.045649999999999989 -0.15078499999999997 -0.014134999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 24 10 21 11 12 -2 -13 -15 16 -8 20 19 -19 -18 22 -10 -9 -3 26 28 29 -26 -27
right_child=8 7 3 -5 -6 -7 15 23 9 -11 -12 13 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-2.8930207996662431e-05 0.00045868203665423349 0.00033407605343759614 -9.4151803850229301e-05 0.0015246559772500905 -0.00023911187289524911 0.0011031811311288968 0.00019617568544750668 0.0010085721411651827 0.00093213659512313303 -6.8394914469440665e-05 -0.00050143286678455137 -0.00012162045799944379 -0.00093800785348903588 0.0013354075648824982 0.00036240094201850576 0.001372083718117374 0.00071663695175458561 0.00088180150761534406 0.00051834064910372167 0.0022093020397649888 4.0300665967446578e-05 0.0014098333078561109 -6.3869401516004033e-05 0.0006243987433598759 0.0019237458021325619 0.0012004933012798222 0.0002261865900590464 7.7278753925968911e-05 0.0011830764881458336 0.00093746458726500013
leaf_weight=28 21 22 29 28 21 89 41 96 44 22 21 43 20 29 118 26 194 20 38 21 29 20 20 189 30 192 23 21 160 1466
leaf_count=28 21 22 29 28 21 89 41 96 44 22 21 43 20 29 118 26 194 20 38 21 29 20 20 189 30 192 23 21 160 1466
internal_value=0 0.000897859 0.000709138 0.000747694 0.000704869 0.000745574 0.000665607 0.000946263 0.000343662 0.000626685 0.000224613 0.000290617 -0.00022263 0.000401371 0.000554355 0.000725317 0.000676291 0.000741472 0.00105985 0.00156174 0.000628683 0.00080873 0.000620885 0.000753805 0.00097492 0.000982372 0.00118407 0.000956784 0.00130002 0.000967924
internal_weight=0 2763 564 536 508 487 398 2199 358 106 252 231 41 190 147 369 343 302 79 41 223 84 64 285 1914 1892 213 1679 190 1658
internal_count=3121 2763 564 536 508 487 398 2199 358 106 252 231 41 190 147 369 343 302 79 41 223 84 64 285 1914 1892 213 1679 190 1658
is_linear=0
shrinkage=0.00455379


Tree=1662
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 2 4 4 2 0 2 4 2 47 47 49 1 2 51 3 3 1 4 151 12 4 14 159 4
split_gain=354.603 44.2912 35.1996 34.4041 23.028 17.8146 13.3104 13.2538 11.1109 7.23697 6.21616 4.76717 4.6787 4.45809 4.27539 3.87309 3.49269 3.87275 3.37933 3.28627 3.06228 3.99438 2.94506 2.8148 2.74052 2.58517 2.49479 2.17628 2.3672 2.76544
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.092365000000000017 0.40124500000000002 -0.16363499999999997 0.11389000000000002 -0.14920999999999998 0.13501500000000002 0.0082450000000000006 0.15361500000000003 0.077555000000000013 0.091680000000000011 -0.063424999999999981 0.10089500000000001 0.14019000000000004 -0.10056999999999998 -0.14186499999999996 -0.10217499999999997 0.083345000000000016 -0.036839999999999991 -0.082829999999999973 0.090285000000000018 0.27834500000000006 -0.46413499999999996 0.084250000000000005 0.27287000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 13 10 23 -6 14 -4 20 -12 26 19 16 17 -10 27 -1 -8 -22 -14 -5 -18 -23 -3 -2 29 -29
right_child=1 5 6 7 8 -7 11 -9 15 -11 12 -13 22 -15 -16 -17 24 -19 -20 -21 21 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0029813446860336595 0.001790695493031628 0.0011630052058395036 0.003378447858469654 0.0028832890121584655 0.0026495023354446206 0.0017181068567644127 0.0028018809857411199 0.0013771961167842938 0.0021824873032640028 0.0016862811235279079 0.0027840390965498921 0.0019720759469874691 0.002695020617111658 0.0002484480505318366 0.0031292411011223367 0.002126207292856847 0.0016720131665865082 0.0013672492305596112 0.00075489568229043617 0.002427747119983008 0.0019590525256656436 0.0027913150031916669 0.0021475768852485585 0.0023321936489841336 0.0010435538034536806 0.0024824508701190525 0.00062251403206538063 0.0015797568610828011 0.00099498591182646339 0.0011022569131669297
leaf_weight=31 21 26 40 32 31 38 93 33 30 22 1329 37 48 70 33 31 27 26 29 148 31 77 46 72 43 408 95 71 54 49
leaf_count=31 21 26 40 32 31 38 93 33 30 22 1329 37 48 70 33 31 27 26 29 148 31 77 46 72 43 408 95 71 54 49
internal_value=0 0.0012832 0.00261418 0.00162058 0.00220658 0.000751338 0.00269574 0.00223088 0.00180366 0.00253031 0.00277736 0.0025109 0.00276046 0.000558997 0.00261789 0.00163664 0.00151619 0.00180398 0.00124732 0.00252362 0.00254364 0.0024971 0.00242712 0.00250176 0.00128596 0.00253149 0.000738653 0.00132055 0.00126381 0.00138478
internal_weight=0 590 2531 361 422 229 2109 137 188 234 1463 646 1423 191 212 157 126 56 224 179 609 516 94 104 70 485 121 195 174 120
internal_count=3121 590 2531 361 422 229 2109 137 188 234 1463 646 1423 191 212 157 126 56 224 179 609 516 94 104 70 485 121 195 174 120
is_linear=0
shrinkage=0.00154607


Tree=1663
num_leaves=31
num_cat=0
split_feature=4 3 150 49 149 149 12 2 0 1 47 1 2 157 15 4 42 42 3 1210 403 4 14 471 16 1446 12 2 1 3
split_gain=5.06386 1.37708 1.33895 1.01134 0.819381 0.812083 0.703399 0.648673 0.533941 0.688383 0.502005 0.61824 0.474823 0.455274 0.458852 0.450968 0.442265 0.668874 0.551277 0.426139 0.651164 0.422681 0.646375 0.416403 0.447205 0.937422 0.804655 0.648507 1.09581 0.748093
threshold=0.27287000000000006 -0.07359499999999998 0.12244500000000001 0.14321000000000003 0.07770500000000001 0.07770500000000001 1.0000000180025095e-35 0.25063000000000007 -0.14832499999999996 0.083135000000000014 0.084210000000000021 0.10060500000000001 0.096015000000000017 -0.50331999999999988 -0.15914499999999995 -0.15764999999999998 0.09112000000000002 0.09858500000000002 -0.0096849999999999974 0.0028200000000000005 -0.15498499999999996 0.36766000000000004 -0.47071999999999997 0.09074500000000002 0.0057500000000000008 0.087090000000000015 0.085325000000000012 0.090050000000000005 0.079415000000000013 -0.078584999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 8 7 -1 16 9 -3 11 -10 -11 -8 -15 -13 21 -18 -19 23 -21 -2 -23 24 27 26 -26 29 -29 -16
right_child=5 2 -4 -5 -6 -7 13 -9 10 12 -12 15 -14 14 19 -17 17 18 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00048053168910096512 0.0013661914900447325 0.0023579403887829995 -0.00033714908444116936 0.00019649415583835927 -8.5267207465864348e-05 0.0013804949863046856 0.0020331184596585556 -0.00060210543199432434 0.0010808373869675893 0.00091328439033418435 0.0013765315320354574 0.0013822126039732972 0.0017866276964250182 0.0019002127273866161 0.001295640355104175 0.00050114768009839781 -0.00071887083296933872 0.00092933839288622403 -0.00015128608346531725 0.0012277973501822884 0.0024410856697570562 0.0013933589959233019 0.00036212719169276166 0.0018487100938763743 0.0019159590392177513 -5.7685233838517845e-05 0.0010273483219604984 0.0011257219692683885 -0.00027584384448607011 0.0019018631664871339
leaf_weight=38 20 23 25 47 20 28 26 22 388 56 118 23 33 37 971 123 25 32 31 36 25 23 171 36 38 24 322 267 20 73
leaf_count=38 20 23 25 47 20 28 26 22 388 56 118 23 33 37 971 123 25 32 31 36 25 23 171 36 38 24 322 267 20 73
internal_value=0 0.00117228 0.000979748 0.00101937 0.0010687 0.000436874 0.00125844 0.000355326 0.0010989 0.00146728 0.00103563 0.000960294 0.00123711 0.0012742 0.00126353 0.000639946 0.000425073 8.04226e-05 0.000397603 0.00125053 0.00172505 0.000566798 0.000484387 0.001234 0.0012211 0.00104747 0.00112115 0.00127119 0.00102805 0.00133803
internal_weight=0 2769 856 831 784 352 1913 324 764 112 652 534 89 1875 1849 146 302 88 63 1812 61 214 194 1751 1715 384 360 1331 287 1044
internal_count=3121 2769 856 831 784 352 1913 324 764 112 652 534 89 1875 1849 146 302 88 63 1812 61 214 194 1751 1715 384 360 1331 287 1044
is_linear=0
shrinkage=0.00577531


Tree=1664
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 47 14 1 4 4 0 15 12 52 2 0 15 4 2 12 4 34 13 0 4 3 51 50 4
split_gain=296.908 49.7651 30.0048 22.1942 21.0895 14.49 11.1262 9.77644 8.07596 7.96903 7.65544 6.00016 5.56516 5.50923 4.50264 4.17146 3.8128 3.7089 3.5152 3.41956 3.07538 2.88535 2.85551 2.81632 2.65548 2.92079 5.01481 2.48185 2.2982 2.22129
threshold=0.104035 -0.40967499999999996 0.13075500000000004 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.033845000000000007 0.40473500000000007 -0.11173999999999999 -0.097454999999999986 0.091715000000000005 1.0000000180025095e-35 0.17025000000000004 -0.079119999999999982 -0.086849999999999997 0.23246000000000003 0.14122000000000004 0.13597000000000004 -0.49013999999999996 -0.038779999999999995 -1.0000000180025095e-35 -0.062764999999999974 -0.17966999999999997 -0.10519499999999998 -0.031924999999999995 0.083640000000000006 -0.020529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 15 9 17 11 -6 12 -1 -7 18 22 -13 -5 27 -3 -15 28 -4 -24 -23 -26 -27 -11 -18 -14
right_child=1 2 6 8 10 13 -8 -9 -10 14 -12 16 29 20 -16 -17 21 -19 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0025688970714550603 0.002298882768787648 0.0011015064637751395 0.00020126370687732401 0.002422329040475406 0.0020530774022080966 0.0011367904664470339 0.0014016630447320504 0.0028279853259748446 0.001295912298046134 0.0015155871939306095 0.0012310331389708592 0.0024119650562898221 0.0020910797519592406 0.0020858888354204465 0.0023103487321102238 9.8583401473726457e-05 0.0023745921912565805 0.0017192148240560998 0.0013015643646439932 0.00052399574726273365 0.0015332325912035703 0.0022641912631847587 0.00055158654804367442 0.0010551106416045034 0.0022661050676530394 0.0011579954901032188 0.002165531531045354 0.0020811968712493223 0.002917304051346849 0.0014859707047217153
leaf_weight=23 76 240 32 30 82 20 33 85 64 21 36 1187 21 108 87 50 96 37 20 25 28 369 82 35 39 20 24 93 21 37
leaf_count=23 76 240 32 30 82 20 33 85 64 21 36 1187 21 108 87 50 96 37 20 25 28 369 82 35 39 20 24 93 21 37
internal_value=0 0.00116444 0.00102425 0.00226838 0.00127972 0.00230228 0.000602515 0.00233411 0.00167343 0.00231371 0.00180228 0.00234578 0.00195035 0.00186501 0.00204711 0.000469993 0.00236402 0.00203404 0.00187619 0.00104702 0.00197211 0.00226401 0.000594627 0.000702213 0.00221017 0.00197001 0.00170756 0.00197701 0.002472 0.00170506
internal_weight=0 691 615 2430 383 2299 232 2143 131 2058 118 1837 81 156 221 199 1756 67 134 265 136 569 149 117 452 83 44 114 117 58
internal_count=3121 691 615 2430 383 2299 232 2143 131 2058 118 1837 81 156 221 199 1756 67 134 265 136 569 149 117 452 83 44 114 117 58
is_linear=0
shrinkage=0.00148603


Tree=1665
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 14 1 1 3 1 4 1 2 50 1 51 12 474 155 2 2 97 0 402 15
split_gain=216.229 35.1545 17.1778 14.8715 13.6678 10.3717 7.65036 7.26336 7.86788 5.7007 5.59443 4.79017 4.10375 5.95241 4.00325 3.33724 7.17024 3.09554 2.48974 2.37666 2.3171 2.12291 1.81576 1.77669 1.77149 1.74412 1.7171 1.69617 1.98204 1.63993
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092365000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.13501500000000002 0.062655000000000016 0.09253500000000002 0.080270000000000022 -0.12018999999999998 0.122715 -0.013125 0.093100000000000002 0.089605000000000018 0.086295000000000011 0.13436000000000001 0.11144500000000002 0.095780000000000018 0.10008000000000002 0.10158500000000002 0.11411 0.31358000000000003 -0.084074999999999983 -0.090314999999999993 0.08865000000000002 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 26 -8 -9 15 12 -4 20 -14 23 22 21 -15 25 -10 -1 -17 27 -2 -5 -6 -3 -7 -29 -26
right_child=1 4 11 24 18 9 7 8 19 -11 -12 -13 13 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0024052604937108107 0.0020530414572981583 0.001202484715971908 0.0020902456256951113 0.0015591734307259357 0.00059258116048660037 0.0026125722416281585 0.0020348268212962918 0.0021408634360398303 0.0012029194338480762 0.0016320732418379797 0.0027989293873656377 0.0013842870887757813 0.0015711974672071413 0.002291731890919556 0.0015630941527341295 0.0022505335755860353 0.0014208664839300965 0.0017102770525103449 0.0010220012014682095 0.00067273761718815309 0.0019842235970253842 0.0019901753625753368 0.002661798443472258 0.0024463870576098222 0.0013450385740520232 0.00011344259898443229 0.00072016610944489938 0.0021766104193157256 0.0026047450870687792 0.00081529188575506662
leaf_weight=960 74 22 34 30 64 26 30 20 166 48 62 63 30 480 29 166 36 22 23 22 31 127 25 41 29 24 74 311 27 25
leaf_count=960 74 22 34 30 64 26 30 20 166 48 62 63 30 480 29 166 36 22 23 22 31 127 25 41 29 24 74 311 27 25
internal_value=0 0.00128673 0.00225683 0.0017707 0.00103876 0.00228262 0.0011919 0.00133759 0.00123703 0.0021378 0.00235261 0.00163174 0.00233444 0.00222706 0.00206637 0.00217161 0.00205925 0.00226625 0.000577963 0.00114088 0.00239209 0.00213768 0.00226665 0.00219328 0.00126385 0.000461907 0.000830697 0.00223951 0.00221081 0.00109979
internal_weight=0 673 2448 228 445 2351 334 238 208 766 1585 97 1523 532 144 718 329 502 111 188 991 293 389 115 84 88 96 364 338 54
internal_count=3121 673 2448 228 445 2351 334 238 208 766 1585 97 1523 532 144 718 329 502 111 188 991 293 389 115 84 88 96 364 338 54
is_linear=0
shrinkage=0.00151575


Tree=1666
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 0 47 1 4 150 3 0 156 2 160 48 484 52 14 47 4 0 1 16
split_gain=395.087 63.472 39.3379 33.2224 25.6758 18.7641 13.712 12.4387 9.70563 9.13766 9.06596 7.13673 10.8151 10.756 6.88191 5.61419 3.94547 3.76281 4.18246 3.32057 3.26464 2.84684 3.32825 2.80166 2.72497 3.20645 4.11465 4.53438 3.44578 2.95664
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.14122000000000004 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.0061450000000000003 1.0000000180025095e-35 -0.13927999999999999 -0.079119999999999982 -1.0000000180025095e-35 0.17025000000000004 0.085130000000000011 0.089965000000000017 0.084750000000000006 0.039215000000000007 -0.46166999999999997 1.0000000180025095e-35 0.41555500000000006 -0.062294999999999996 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 -6 11 19 -5 15 12 13 -1 17 16 -7 -13 -19 -4 -15 22 -20 -18 -3 28 27 -27 29 -26
right_child=1 2 8 9 6 10 -8 -9 -10 -11 -12 14 -14 20 -16 -17 23 18 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.002748722363157834 0.0027548455856788853 0.001731405650962292 0.00075885017071411107 0.0024705884504142872 0.0024785351698786819 0.0029644783677923452 0.0014081734227527158 0.0034322443007866773 0.0016545142805386105 0.001531613102197098 0.0018431558938458313 0.0029155347032560571 0.0032950542641778627 0.0015214643012110716 0.0024902718324933213 0.0019316194767681431 0.002431663687742577 0.0033798869727499291 0.0027871225160905288 0.0003041415836855578 0.002238164619318867 0.0021678228236517109 0.0022855718977706709 0.0027040019888162057 0.0016391427738673965 0.0022426056248540365 0.0010076322250997854 0.001284547470983527 0.00089255141217656035 0.0011483676453976019
leaf_weight=57 74 31 122 37 82 62 39 76 23 60 41 1142 30 32 112 28 182 22 336 50 25 20 32 154 41 24 21 20 66 80
leaf_count=57 74 31 122 37 82 62 39 76 23 60 41 1142 30 32 112 28 182 22 336 50 25 20 32 154 41 24 21 20 66 80
internal_value=0 0.00145645 0.00129604 0.00274205 0.00156062 0.00277721 0.00213354 0.00284331 0.000747901 0.00188978 0.00251056 0.00281855 0.00250118 0.00229226 0.00284602 0.00257479 0.00262004 0.00287169 0.00274957 0.000626667 0.00183581 0.00271383 0.00274351 0.00255649 0.00131565 0.00126451 0.00154883 0.00180712 0.00116568 0.00131466
internal_weight=0 673 599 2448 404 2351 121 1884 195 97 467 1808 144 114 1664 426 398 1552 410 172 57 388 368 336 283 252 65 44 187 121
internal_count=3121 673 599 2448 404 2351 121 1884 195 97 467 1808 144 114 1664 426 398 1552 410 172 57 388 368 336 283 252 65 44 187 121
is_linear=0
shrinkage=0.00148603


Tree=1667
num_leaves=31
num_cat=0
split_feature=1 4 155 3 4 157 1213 456 150 13 2 43 0 12 376 15 3 159 4 2 16 12 403 457 2 4 0 130 3 479
split_gain=7.79064 1.34963 0.979463 0.963033 0.840004 0.776885 0.726376 0.832924 0.779406 0.767151 0.681274 0.678106 0.674182 0.822012 0.662424 0.652187 0.976709 0.593742 0.626942 0.634874 0.602125 0.542066 0.537307 0.653844 0.500875 0.557717 0.96592 0.741929 0.546683 0.497187
threshold=0.10920500000000001 0.27287000000000006 0.10158500000000002 -0.065819999999999976 0.40124500000000002 -0.081749999999999975 -0.076559999999999975 0.060100000000000008 0.10980500000000001 -1.0000000180025095e-35 0.11448000000000001 0.084740000000000024 -0.14920999999999998 1.0000000180025095e-35 0.080200000000000007 -0.56368999999999991 0.42240500000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.090790000000000023 0.52822500000000006 0.086095000000000019 -0.073679999999999982 0.079590000000000008 0.12595500000000001 0.0052350000000000009 -0.11437499999999999 0.09567500000000001 -0.091054999999999983 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 12 -2 -5 8 9 11 14 22 21 -14 -7 -3 -17 18 20 -20 -11 -1 -8 -24 25 26 -15 28 -27 -28
right_child=1 15 -4 6 -6 10 7 -9 -10 17 -12 -13 13 24 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 27 29 -29 -30 -31
leaf_value=0.0030028655490014606 -0.00015923048491780923 0.0015118363812141758 0.0024693986766200181 0.0026595118216134229 0.00056501290292724571 0.0016580729052591077 0.0018330746425587489 0.0026358271638794659 0.00036064826555512729 0.00089644529739914638 0.00074911614532864991 0.001747623354991608 0.00072624110425602165 0.00037089628109529283 0.00042270202074781065 0.00057136025788580476 -0.00061457932235327133 0.0022780130447657052 0.002463096374367162 0.0013319114026780368 0.002158155559799375 0.001733199840902782 0.00057101714918900864 0.001572356836504255 0.0027854443065934284 0.0023478429482052822 0.0018268188495368042 0.00031040667543745363 0.001419865775661054 0.0010926971637217262
leaf_weight=33 21 25 22 20 25 111 25 22 32 80 103 60 33 20 22 216 34 53 43 41 20 25 118 36 20 32 1600 22 167 40
leaf_count=33 21 25 22 20 25 111 25 22 32 80 103 60 33 20 22 216 34 53 43 41 20 25 118 36 20 32 1600 22 167 40
internal_value=0 0.000833577 0.00115228 0.00168401 0.0017498 0.00103954 0.00144277 0.00139685 0.0013432 0.00140925 0.00114621 0.00114924 0.00176467 0.00174394 0.00145373 0.000510233 0.000410072 0.00167146 0.00149674 0.00191097 0.00114879 0.0024556 0.000948669 0.000805097 0.00176161 0.00175072 0.00179159 0.00144379 0.00156909 0.00180891
internal_weight=0 554 279 2567 2017 257 550 530 508 476 236 239 1992 1934 133 275 250 237 184 84 100 58 179 154 1901 1881 1660 221 199 1640
internal_count=3121 554 279 2567 2017 257 550 530 508 476 236 239 1992 1934 133 275 250 237 184 84 100 58 179 154 1901 1881 1660 221 199 1640
is_linear=0
shrinkage=0.00650394


Tree=1668
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 159 14 2 1 2 2 4 1 131 4 1 43 47 2 16 4 43 1 52 52 3 0 16
split_gain=217.838 33.5402 22.544 16.7055 12.4368 11.589 8.6712 6.76771 6.68074 5.49539 5.20591 5.10127 3.99566 4.61449 2.94448 2.91206 2.37707 2.98734 2.70041 2.16949 2.11428 2.04135 1.9851 1.83711 1.76019 1.672 1.63609 1.45244 1.40562 1.37627
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.089885000000000007 0.14285500000000004 0.40945500000000007 0.091195000000000012 0.086835000000000009 -0.013514999999999998 0.083345000000000016 0.064745000000000011 0.10648500000000001 0.31358000000000003 0.22339500000000004 -0.036839999999999991 0.12266000000000001 0.11588000000000001 -0.16675999999999999 -0.07278999999999998 0.0068900000000000012 -0.010949999999999998 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 6 8 -4 11 24 -5 14 13 27 29 20 18 21 -13 -3 -14 26 -2 -20 -6 -10 -18 -9 -7 -1
right_child=1 2 7 10 9 28 -8 12 25 -11 -12 16 15 -15 -16 -17 17 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002212354085083388 0.0021943989598729261 0.00088215022488098943 0.0013049078760929533 0.0018766081825287268 0.0020390083165370857 0.001493484258854929 0.0011233866849877144 0.0006832740656404141 0.0021116587484063757 0.00097310010104962176 0.00109560575751597 0.0020931868054952047 0.00020933445446464827 0.00040901869493128258 0.0019509189938390224 0.0007216995339193366 0.0023128236575436427 0.0014418785855043724 0.0014333823352444908 0.0014039374107602935 -0.00039212374162012526 0.00169337376361721 0.0016316117623207467 0.0019559630159287811 0.0015475689656098562 0.0026435021220748106 0.0019359990651193263 0.0012467324787531029 0.00089764472265763627 0.0020993978208186099
leaf_weight=545 50 199 26 34 44 21 25 20 20 26 63 393 62 95 220 22 34 38 28 23 20 82 24 46 33 65 242 29 20 572
leaf_count=545 50 199 26 34 44 21 25 20 20 26 63 393 62 95 220 22 34 38 28 23 20 82 24 46 33 65 242 29 20 572
internal_value=0 0.000990227 0.000864013 0.00202353 0.00115054 0.00205052 0.00206557 0.000524156 0.00207588 0.00161249 0.00136936 0.00205878 0.000442303 0.000615816 0.00212101 0.000202054 0.00196237 0.0018707 0.00204011 0.000936209 6.26373e-05 0.00191621 0.00201187 0.00175823 0.00182839 0.00251836 0.00198242 0.00101675 0.00120283 0.00215451
internal_weight=0 673 599 2448 325 2351 2310 274 2285 103 97 2200 248 144 1337 104 863 396 467 222 82 358 74 74 77 85 276 49 41 1117
internal_count=3121 673 599 2448 325 2351 2310 274 2285 103 97 2200 248 144 1337 104 863 396 467 222 82 358 74 74 77 85 276 49 41 1117
is_linear=0
shrinkage=0.00160853


Tree=1669
num_leaves=31
num_cat=0
split_feature=1 4 1 155 4 42 0 52 2 157 2 133 457 16 1419 1 16 475 475 475 16 48 3 42 0 16 2 16 4 130
split_gain=7.40148 1.23415 0.939175 0.848091 0.809865 0.867628 0.915111 0.783548 0.83199 0.664088 0.656552 0.64928 0.622387 0.620159 0.840653 0.70201 1.13664 0.674503 1.42404 0.73555 0.719382 0.699959 0.721376 0.655012 0.615789 0.63928 0.602457 0.59444 0.577844 0.550453
threshold=0.10920500000000001 0.26450500000000005 0.091195000000000012 0.10158500000000002 -0.17966999999999997 -0.064119999999999996 -0.066089999999999996 0.5140450000000002 0.09358000000000001 -0.061169999999999995 0.13404500000000005 0.085355000000000014 -0.081454999999999986 0.19444000000000003 0.086325000000000013 0.083835000000000007 0.25792000000000009 -0.088274999999999978 -0.10137499999999998 -0.085684999999999997 -0.010264999999999998 -0.024949999999999996 -0.14477499999999996 0.081660000000000024 -0.080499999999999988 0.40737000000000007 0.25063000000000007 0.13751500000000003 -0.15464999999999998 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 9 -4 -6 7 8 -7 -2 13 -8 -11 17 15 16 -15 18 -1 20 -19 23 28 -21 -18 -26 -3 -12 -23 -27
right_child=1 26 4 -5 5 6 11 -9 -10 12 27 -13 -14 14 -16 -17 24 19 -20 21 -22 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0015754280620734183 0.00020983811671062281 0.00044570903664881861 0.0014699864641636979 0.0017691588241739485 0.0015425924524991445 0.0010995405434106372 -0.00036251649035439431 0.0019107803894174689 0.00057141605052521676 4.9704038104924818e-05 0.00022793444222202062 0.00080870996996674355 0.0009643267848411588 -0.00015099925486432839 0.0017615971461550721 0.0015458154447610918 0.00017503790345034631 0.002616595979462402 -0.00024189718509145481 0.00035060534034303157 0.001474356702990665 0.0022717586603699085 0.0013182021608551368 0.0014016352475443171 0.00053122715613153695 0.0015759058131698624 -0.00037104345072575451 0.0013194569129797197 0.0014389146468791159 0.00065255295263797277
leaf_weight=22 44 256 91 22 54 196 23 20 115 20 27 23 188 26 35 37 20 21 20 34 37 35 1520 25 33 62 24 22 48 21
leaf_count=22 44 256 91 22 54 196 23 20 115 20 27 23 188 26 35 37 20 21 20 34 37 35 1520 25 33 62 24 22 48 21
internal_value=0 0.000605845 0.00123407 0.000841029 0.00104745 0.000958239 0.000874538 0.000965071 0.000904253 0.000760002 0.0012817 0.000223097 0.000876382 0.00129554 0.00105712 0.000933217 0.000793303 0.0013272 0.000710035 0.00134227 0.00188793 0.00132323 0.00134264 0.000795957 0.000973831 0.00111155 0.000375702 0.000718006 0.00179011 0.00134229
internal_weight=0 554 2567 274 522 431 377 331 311 252 2045 46 208 1996 234 199 162 1762 42 1720 58 1662 1603 59 136 116 280 49 83 83
internal_count=3121 554 2567 274 522 431 377 331 311 252 2045 46 208 1996 234 199 162 1762 42 1720 58 1662 1603 59 136 116 280 49 83 83
is_linear=0
shrinkage=0.00492917


Tree=1670
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 14 47 2 4 12 47 49 49 14 16 0 0 3 3 1 50 1 1 15
split_gain=326.372 39.0796 34.6206 21.9391 19.6282 16.698 11.0062 10.5779 9.83732 10.1748 7.60414 6.35132 6.11977 5.53878 4.74493 4.64061 4.41382 4.3999 3.99929 3.80768 3.41757 3.27812 3.2546 3.13001 3.08697 3.00639 2.94008 2.79568 2.78132 2.72792
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.076175000000000007 0.077555000000000013 0.11389000000000002 -0.04890499999999999 0.13597000000000004 0.091680000000000011 -0.012034999999999999 -0.066019999999999981 0.062655000000000016 0.10994000000000002 -0.13455999999999999 -0.097024999999999986 0.090900000000000009 -0.013929999999999998 0.12000500000000001 0.041865000000000006 0.13436000000000001 0.12958500000000003 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 12 8 11 -6 25 28 15 21 13 19 -11 22 18 -2 24 20 23 -4 -8 -1 -9 -3 29 -16 -10 -7
right_child=1 5 6 -5 7 26 10 16 9 14 -12 -13 -14 -15 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023274709718410346 0.0016339374296486316 0.0012362427188511587 0.0021005378673751383 0.0012229270517903695 0.0025616496250897161 0.00052800076209179553 0.0030152527769303477 0.0013813791935565424 0.002391688212403389 0.0018930958554806106 0.0021913219094963051 0.0032320306485116796 0.0029862359031253738 0.0015707335079303652 0.0012139532285778201 0.0019531387479527576 0.0021140834846736355 0.0024029776478299006 0.0012588854808492623 0.0030063910286977835 0.0027071856660621065 0.0026800143854525094 0.0025382113365699111 0.0017607456239075866 0.0020999109347868178 0.0006220657281185483 0.00095859550940001535 0.00067946325318679081 0.001626002022561728 -0.00010319973547268021
leaf_weight=93 20 24 22 74 31 54 33 23 22 20 171 46 35 20 128 29 31 92 72 20 38 1073 735 28 31 66 23 26 20 21
leaf_count=93 20 24 22 74 31 54 33 23 22 20 171 46 35 20 128 29 31 92 72 20 38 1073 735 28 31 66 23 26 20 21
internal_value=0 0.00128715 0.00251447 0.0018508 0.00212594 0.00102765 0.00259222 0.00176839 0.00119862 0.00137061 0.00247567 0.0026911 0.0024132 0.00231242 0.00121215 0.00253667 0.00161175 0.00226565 0.00148816 0.00239529 0.00231842 0.00266837 0.00255871 0.00219633 0.00179387 0.000785846 0.000493801 0.00112371 0.00202708 0.000351265
internal_weight=0 590 2531 186 422 404 2109 188 306 216 968 1141 234 199 174 797 157 112 126 179 159 1095 768 121 54 90 98 154 42 75
internal_count=3121 590 2531 186 422 404 2109 188 306 216 968 1141 234 199 174 797 157 112 126 179 159 1095 768 121 54 90 98 154 42 75
is_linear=0
shrinkage=0.00148603


Tree=1671
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 4 2 42 0 49 4 1 1 1 457 1 0 156 48 4 52 40 484 1 16 2
split_gain=267.876 43.9252 20.9067 20.7645 15.6827 12.5192 10.8574 9.43358 8.66692 7.53514 6.46376 5.75626 4.56653 7.59803 4.50035 4.24821 3.79634 3.61208 3.39397 2.89653 2.6485 2.56019 2.59613 2.48856 2.87039 2.36118 2.27592 2.08302 2.0496 2.02126
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.14122000000000004 -0.076394999999999977 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.122715 0.13436000000000001 0.080930000000000016 0.16175000000000003 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 0.053180000000000012 0.0031350000000000002 -0.077714999999999992 0.084750000000000006 0.13075500000000004 -0.080509999999999984 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 6 7 25 12 -8 -10 18 -5 13 15 20 -1 -2 -11 23 -6 -14 -22 26 28 -25 -3 -23 -4 -7 -17
right_child=1 4 27 11 19 10 8 -9 9 17 -12 -13 14 -15 -16 29 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025461811369919098 0.002499817424862061 0.0011464767073801824 0.0015571894898179482 0.0025812145400989578 0.00077431191768267699 0.0028728945106135891 0.0022847825409579602 0.0031851204406473412 0.0021337400551944183 0.0013794831935671822 0.0017841369482709619 0.0016667486971638265 0.0027117470071569161 0.0030030697220673353 0.0023413236834568039 0.0021824395592951779 0.0018738617326911143 0.00079544851728969603 0.0018610515911777006 0.00012653641381526117 0.0030916561635877596 0.0026038506619714108 0.001994939828828798 0.0020857848223708566 0.0025640155927683511 0.00066111693513465613 0.0021592431107338309 0.00101825876818363 0.0024874059938580222 0.0016550630962872623
leaf_weight=46 115 46 60 21 77 38 30 76 29 162 41 76 1139 35 104 38 29 30 24 21 21 333 20 75 50 50 30 24 249 32
leaf_count=46 115 46 60 21 77 38 30 76 29 162 41 76 1139 35 104 38 29 30 24 21 21 333 20 75 50 50 30 24 249 32
internal_value=0 0.00146438 0.00201619 0.00256573 0.00118165 0.00259466 0.00133589 0.00265158 0.00150503 0.00139918 0.00237103 0.00186473 0.00262903 0.0023717 0.00265262 0.0021812 0.00237376 0.00128823 0.00242622 0.000635503 0.0026736 0.00256605 0.00253723 0.00245915 0.00227708 0.000893685 0.00256711 0.00140321 0.00253845 0.00194135
internal_weight=0 673 228 2448 445 2351 347 1874 251 221 477 97 1798 151 1647 116 144 192 436 98 1543 404 383 412 125 96 363 84 287 70
internal_count=3121 673 228 2448 445 2351 347 1874 251 221 477 97 1798 151 1647 116 144 192 436 98 1543 404 383 412 125 96 363 84 287 70
is_linear=0
shrinkage=0.00154607


Tree=1672
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 2 13 0 1 150 47 4 39 4 0 3 52 0 12 10 475 47 3 13 4
split_gain=379.53 62.3072 39.9801 31.3585 24.1524 19.8002 13.1428 11.5396 9.23533 8.93998 8.55744 8.39694 6.59364 7.25715 5.93174 5.11771 4.97192 4.39837 3.95981 5.27506 3.53944 3.49385 2.8922 3.21405 2.77819 2.63286 2.61141 2.78176 2.78758 2.52877
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.40473500000000007 0.09253500000000002 0.14122000000000004 -1.0000000180025095e-35 -0.10096999999999999 0.085345000000000018 1.0000000180025095e-35 0.078875000000000015 0.0082450000000000006 0.088550000000000004 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 -0.067494999999999986 -0.15202999999999997 0.084100000000000022 -0.39840999999999999 -0.079029999999999975 0.090100000000000013 1.0000000180025095e-35 -0.28558999999999996 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 12 11 -6 -5 14 29 13 22 25 21 18 -13 -14 -20 -21 -15 -1 -24 -9 -7 27 -3 -29 -4
right_child=1 2 7 9 8 10 -8 24 -10 -11 -12 17 16 15 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0030458329378219725 0.0025678784656523413 0.00099028650788133502 0.00096291275049288226 0.0023322834531970772 0.0023724074511167642 0.0027319760504944581 0.003221390866657973 0.00053600475760574526 0.001429719538233426 0.0014053005742279189 0.0016627221650249077 0.0015126448349855118 0.0032622790206530122 0.002105290765774643 0.0017024578224721307 0.0025656619625994033 0.0022898629136259641 0.00071081628429011019 0.0027037479450810762 0.0020667500723414796 0.0025517529300509859 0.0013344367576959689 0.0020340735770821529 0.0026375648651979942 -0.00013653646134075226 0.002362992455040232 0.0016109602902872661 0.0010267349293170964 0.0015463592593307196 0.00055543640680606504
leaf_weight=23 74 98 48 34 71 47 79 22 32 63 41 53 23 26 27 23 80 20 1141 35 365 24 26 67 32 324 32 36 56 99
leaf_count=23 74 98 48 34 71 47 79 22 32 63 41 53 23 26 27 23 80 20 1141 35 365 24 26 67 32 324 32 36 56 99
internal_value=0 0.00130667 0.00115086 0.002542 0.00149646 0.0025755 0.00263956 0.00074094 0.00207953 0.00173022 0.00229647 0.000889066 0.00261449 0.00235678 0.00236176 0.00199691 0.00264411 0.00129297 0.00266223 0.00265328 0.00250932 0.00173528 0.00258325 0.00246885 0.000137462 0.00240974 0.00122593 0.00116109 0.00134303 0.00068849
internal_weight=0 673 599 2448 325 2351 1912 274 103 97 439 220 1833 189 398 73 1644 73 1564 1541 400 50 116 93 54 371 222 190 92 147
internal_count=3121 673 599 2448 325 2351 1912 274 103 97 439 220 1833 189 398 73 1644 73 1564 1541 400 50 116 93 54 371 222 190 92 147
is_linear=0
shrinkage=0.00145689


Tree=1673
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 4 2 1 2 34 4 1 0 15 15 52 52 2 31 49 51 52 41 1447 1 49
split_gain=292.293 48.8925 27.4881 21.5842 18.6747 13.9231 9.6792 9.44286 8.83551 7.88887 7.26985 6.4194 4.95031 4.81592 3.9399 3.30521 3.08973 2.59206 2.33599 2.30261 2.28744 2.48108 1.88224 1.83842 1.79799 2.01291 1.75 2.31608 1.81185 1.72697
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.090540000000000023 -0.22491999999999998 -0.43375999999999998 -0.41942499999999994 -0.56176499999999996 -0.024714999999999997 0.10584500000000001 -0.077289999999999984 -0.078034999999999979 0.11144500000000002 -0.016949999999999996 0.081560000000000007 -0.082954999999999987 0.089875000000000024 0.065470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 12 8 10 -6 15 -5 13 22 -15 24 -12 -16 -14 -18 -3 -22 -4 -13 25 -1 27 -21 -29 -23
right_child=1 2 6 11 9 -7 -8 -9 -10 -11 16 23 18 14 17 -17 19 -19 -20 26 21 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021347639675195064 0.0021268750641348713 0.00097672400354176258 0.00076207214879727358 0.0019544555258117361 0.0019626070600558022 0.0014633689345550608 0.0013713094144476373 0.002549227543091716 0.0013403850961220248 0.0012315482149518869 0.0016203255023054825 0.0014925457860313917 0.00072218959812728265 0.0013512791549280746 0.0011098514749834831 0.0020578164128613853 0.0023358121787637048 0.00060314631581988407 0.00032738517014022474 0.0024083564452970965 0.0015163663316660966 0.0010198088349233096 0.00025333352943929699 0.0010607568916333903 0.0019132282614437639 0.0022587669048386243 0.001709680533724628 0.002050997971078751 0.0017528006833484016 0.0014206052773734882
leaf_weight=272 76 108 22 34 74 48 37 84 22 33 26 31 37 32 27 241 43 37 62 27 33 68 23 30 29 791 24 695 33 22
leaf_count=272 76 108 22 34 74 48 37 84 22 33 26 31 37 32 27 241 43 37 62 27 33 68 23 30 29 791 24 695 33 22
internal_value=0 0.00118599 0.00106971 0.0021025 0.00130769 0.00212614 0.000779325 0.00214005 0.00212445 0.00173714 0.00213236 0.00152151 0.00068806 0.000837699 0.000995035 0.00218962 0.00204235 0.000816913 0.000474938 0.0020557 0.00110877 0.00122472 0.00050205 0.00128019 0.0022187 0.00222704 0.00204024 0.00205074 0.00203748 0.00111778
internal_weight=0 691 615 2430 338 2335 277 2287 2203 107 2181 95 240 141 96 1333 848 64 99 822 231 123 45 61 1092 1063 779 755 728 90
internal_count=3121 691 615 2430 338 2335 277 2287 2203 107 2181 95 240 141 96 1333 848 64 99 822 231 123 45 61 1092 1063 779 755 728 90
is_linear=0
shrinkage=0.00124344


Tree=1674
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 14 2 4 4 2 2 1 49 50 0 1 1 43 3 1 40 49 2 47 51 159 0 49 4
split_gain=246.341 41.0292 18.8503 18.5864 15.6631 12.5818 9.55276 9.42666 8.1659 7.30975 7.91541 6.83196 6.06122 3.80419 3.21415 2.94501 2.57334 2.45042 2.39672 2.71167 2.38777 2.26313 2.24358 2.1148 2.09519 2.08941 1.65887 1.62016 1.54699 1.96914
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 0.27834500000000006 -0.35136499999999998 1.0000000180025095e-35 0.089885000000000007 0.09253500000000002 -0.054984999999999992 0.086295000000000011 -0.22491999999999998 0.13436000000000001 0.091195000000000012 0.0010100000000000003 -0.097174999999999984 0.13075500000000004 -0.077714999999999992 0.10084500000000002 0.31358000000000003 0.090280000000000013 -0.021449999999999997 0.03981500000000001 -0.026509999999999995 -0.081604999999999997 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 7 6 8 21 11 -9 -11 17 -5 -2 23 -13 28 -1 22 -20 -4 -3 25 -6 -15 26 -17 -7 -12 -30
right_child=1 4 20 12 14 27 -8 9 -10 10 16 15 -14 24 -16 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.002646882017607034 0.0017899413706851856 0.0012520374763414894 0.001613877950671184 0.0023786258697269381 0.00078026481797131137 0.0020902360821509558 0.0030540375296558469 0.0024258713642068296 0.0016426195365532449 0.0021998316452908032 0.0017938494920782552 0.001955845851479066 0.0015956202744355247 0.0026244325969722927 0.0012630967649904395 0.0026254376961577504 0.00092446000925790509 0.0024739763746065443 0.0018979830032797567 0.0023936785877283835 0.0010605757428797371 0.00079785155992608589 0.0023278528346409827 0.00026300566340212861 0.0022426806813446967 0.0025015881092661737 0.0030306722207445931 0.0015423019500266804 0.0011763243223017604 0.0015256349365759972
leaf_weight=1117 24 47 61 34 64 22 84 20 22 30 24 26 61 64 23 87 24 216 28 188 24 50 118 24 63 371 30 26 59 90
leaf_count=1117 24 47 61 34 64 22 84 20 22 30 24 26 61 64 23 87 24 216 28 188 24 50 118 24 63 371 30 26 59 90
internal_value=0 0.00151463 0.00201742 0.00252018 0.00125385 0.00254639 0.00256219 0.00141047 0.00254344 0.00156462 0.00148874 0.00255253 0.00187585 0.00233252 0.000768471 0.00244825 0.00138046 0.00261886 0.00246383 0.00232942 0.00145765 0.00101792 0.00251173 0.000639194 0.00243506 0.00255619 0.00272934 0.00179344 0.00144371 0.00138732
internal_weight=0 691 236 2430 455 2335 2287 344 2203 247 227 2181 95 151 111 848 197 1333 822 216 85 97 606 88 127 488 117 48 173 149
internal_count=3121 691 236 2430 455 2335 2287 344 2203 247 227 2181 95 151 111 848 197 1333 822 216 85 97 606 88 127 488 117 48 173 149
is_linear=0
shrinkage=0.00148603


Tree=1675
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 4 1 16 52 1 3 2 49 1 3 3 1 1 124 12 11 49 2 12 16
split_gain=288.512 45.0491 23.1723 22.2746 15.8943 14.6323 10.4418 8.89164 7.95387 7.15187 6.60328 6.29359 5.55608 4.15865 4.08213 7.5274 5.82596 3.60934 3.01857 2.8766 3.30196 2.36151 2.32254 2.16563 2.1498 1.99344 1.72729 1.70256 1.65071 2.13613
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.14122000000000004 0.062655000000000016 -0.062539999999999984 0.09253500000000002 -0.52595999999999987 -0.53964499999999982 0.085760000000000017 -0.116045 0.089775000000000008 -0.054984999999999992 0.13436000000000001 -0.13927999999999999 -0.10831999999999999 0.16175000000000003 0.13075500000000004 -0.082135 0.095780000000000018 0.075910000000000019 -0.054319999999999993 0.11411 0.087695000000000009 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 9 23 -8 12 14 -9 -4 -7 -2 28 -16 -17 -15 -12 25 -21 -6 27 -3 -22 -14 -13 -5 -1 -30
right_child=1 4 11 22 21 8 7 10 -10 -11 18 26 19 17 15 16 -18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024286125702699967 0.0024503404303078003 0.00093021479205550057 0.0020754262198368263 0.0016182099427181442 0.00057624146657245245 0.0014241748494811743 0.0019868130695692827 0.0018002788131733464 0.0014933526026500066 0.0028060462017067086 0.0011236686085032235 0.0015384023209806998 0.0020406784481023033 0.0013841268852442642 0.0013697114860958333 0.002300285469747899 0.0015116651628355887 0.0020477833018630273 0.00055896009042973472 0.0015628407921279102 0.0022596309619921048 4.4313794483082981e-05 0.00076458735583868009 0.00050031872218831298 0.0020606910352532993 0.0025647870250859557 0.0010648565267644544 0.0011137677249182653 0.0023573627584040743 0.0020798834113397164
leaf_weight=705 41 45 34 21 90 21 30 28 41 70 158 33 20 21 20 430 20 82 22 20 213 21 24 51 231 57 30 39 438 65
leaf_count=705 41 45 34 21 90 21 30 28 41 70 158 33 20 21 20 430 20 82 22 20 213 21 24 51 231 57 30 39 438 65
internal_value=0 0.00120837 0.00226432 0.00172464 0.000943859 0.00229255 0.00109948 0.00125987 0.0021007 0.00235873 0.00115502 0.00158018 0.002145 0.00206562 0.00234007 0.00222713 0.00226524 0.00191247 0.00105465 0.00217298 0.00213056 0.000475607 0.00114011 0.000701833 0.00215613 0.00242865 0.0013129 0.00129032 0.00238401 0.00232151
internal_weight=0 673 2448 228 445 2351 334 238 603 1748 208 97 562 144 1678 470 450 103 180 541 464 111 84 96 444 77 63 60 1208 503
internal_count=3121 673 2448 228 445 2351 334 238 603 1748 208 97 562 144 1678 470 450 103 180 541 464 111 84 96 444 77 63 60 1208 503
is_linear=0
shrinkage=0.00142833


Tree=1676
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 47 4 150 13 1 12 3 1447 52 52 159 10 0 0 156 1 49 4 133 1 3 151 49 1429 160
split_gain=15.2747 3.28099 2.69854 1.3241 1.14789 1.0721 1.0099 0.901401 0.852816 0.849434 1.7046 1.17763 0.770057 0.757678 0.716047 1.30638 0.657515 0.812062 0.636656 0.60949 0.702532 0.606263 0.825549 0.602486 0.601261 0.652716 0.560931 0.550103 0.544167 2.09227
threshold=0.10312500000000001 0.13210500000000003 0.085055000000000006 0.40124500000000002 0.090175000000000019 0.13082500000000002 -0.03898999999999999 0.083250000000000005 -0.11122999999999998 0.08864000000000001 0.089410000000000003 -0.014944999999999998 -0.082954999999999987 0.056145000000000007 0.4002400000000001 -0.46267499999999995 -0.062879999999999978 -0.036484999999999997 -0.11437499999999999 0.10499000000000001 0.12337000000000002 -0.061079999999999988 -0.017809999999999996 0.089200000000000015 1.0000000180025095e-35 -0.11171999999999999 -0.083294999999999994 0.12497000000000001 0.084770000000000012 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 8 13 -4 -8 -1 12 11 -11 -6 16 28 -16 -3 18 -18 20 23 -13 -23 -2 25 -14 -27 -28 -10 -30
right_child=1 5 6 -5 9 -7 7 -9 14 10 -12 21 24 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0024792376551218674 0.0010277450007420976 -0.00038852305020216203 0.0020913911961355602 0.00061286898377705247 0.00239342341639607 0.0012438023101227636 0.0015440026057850448 0.00045561147983786668 0.0018923333130479224 5.499658764264137e-06 0.0022968169229416859 0.0019595873880673721 0.0010916998361451429 0.0009916109030432968 0.0020117234454840767 0.00074401922169931738 0.00066046453638083584 0.00088217312987414636 -0.00023183187427405205 0.0016200284785740564 0.00026721374696666992 0.0015257517955378505 0.00027326255400239992 0.00021965952607606664 0.0022410500836987615 0.0022111964722269775 0.0016831389570467776 0.001134738142398947 0.00077868819478899378 0.0023867359533585528
leaf_weight=49 208 31 68 22 35 38 117 20 1235 22 28 20 45 36 37 36 28 46 50 25 40 27 21 23 40 42 614 44 42 32
leaf_count=49 208 31 68 22 35 38 117 20 1235 22 28 20 45 36 37 36 28 46 50 25 40 27 21 23 40 42 614 44 42 32
internal_value=0 0.000986832 0.00120157 0.00176982 0.00178056 0.000517029 0.00161939 0.00138511 0.001865 0.00165175 0.00127591 0.000958295 0.00170583 0.000372435 0.00184322 0.00138655 0.000228627 0.000382914 8.84797e-05 0.000912204 0.000846907 0.00126655 0.000977788 0.000947286 0.00167518 0.0016448 0.00168035 0.00164647 0.00186869 0.00147406
internal_weight=0 730 501 2391 2369 229 205 137 1431 938 118 90 820 191 1382 73 155 124 78 296 271 68 48 231 785 745 700 658 1309 74
internal_count=3121 730 501 2391 2369 229 205 137 1431 938 118 90 820 191 1382 73 155 124 78 296 271 68 48 231 785 745 700 658 1309 74
is_linear=0
shrinkage=0.00473777


Tree=1677
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 14 2 1 16 0 47 1 1 4 16 3 3 0 160 12 52 11 47 49 14 4 52
split_gain=318.351 51.9268 34.8276 27.1598 14.7441 11.7165 11.3368 12.0371 10.4148 8.708 7.85294 5.24987 4.61027 6.2989 5.76289 4.53721 4.34334 2.99974 2.97116 3.45321 2.80006 2.78104 2.6923 2.63932 2.39992 2.31678 2.20624 2.15283 2.06968 2.32057
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.40473500000000007 0.27287000000000006 0.14285500000000004 0.062655000000000016 0.13501500000000002 0.09253500000000002 -0.52595999999999987 -0.10607499999999999 0.078875000000000015 0.085110000000000005 0.15471500000000002 0.0082450000000000006 0.10246000000000001 -0.13927999999999999 -0.10831999999999999 -0.079119999999999982 -0.081069999999999989 -1.0000000180025095e-35 -0.067494999999999986 0.075910000000000019 0.10350500000000001 -0.053364999999999996 -0.45687499999999998 -0.0083799999999999986 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 8 25 7 22 12 11 -5 -6 13 14 -1 27 20 -2 24 -20 -14 -22 -3 -16 -13 -4 -12 -8 -21 -30
right_child=1 6 5 10 9 -7 15 -9 -10 -11 26 18 16 -15 23 -17 -18 -19 19 28 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024600328797064271 0.0012954428302028728 0.0012136106686588058 0.0026402562529347661 0.0023171348633771369 0.0016673041236090111 0.0014592055396235705 0.0012018642908081735 0.00061053922728869395 0.0031746870096288028 0.0017363693818358706 0.0016877881214443912 0.0022519243978053631 0.0026664212124310632 0.0029561816036505996 0.0020763895903884396 0.00016485402417113542 0.0022834156395897206 0.001897861766156822 0.0017754603788856264 0.0025084819694342069 0.0021389987690938251 0.0025609100937634293 0.0018150055671082694 0.0013454540111687823 0.0028502237141029545 0.0022262843159466784 0.0011298500356580169 0.00068546153290388839 0.0021806263068727791 0.0024954432724552515
leaf_weight=57 209 25 72 34 21 32 21 42 70 48 34 20 1128 27 24 35 84 20 20 220 39 299 48 20 57 51 29 118 132 85
leaf_count=57 209 25 72 34 21 32 21 42 70 48 34 20 1128 27 24 35 84 20 20 220 39 299 48 20 57 51 29 118 132 85
internal_value=0 0.00135815 0.00171625 0.00251217 0.00254397 0.00226022 0.000882341 0.00124438 0.00261308 0.0023436 0.00174158 0.00239612 0.00258966 0.0023186 0.00214816 0.000643066 0.00261204 0.00134806 0.00242478 0.00237928 0.00263087 0.00251223 0.00160905 0.00174415 0.00269482 0.00246861 0.00143096 0.000763479 0.00240691 0.00230394
internal_weight=0 673 384 2448 2351 155 289 115 1748 603 97 555 1678 128 101 174 1550 229 534 457 1466 338 73 44 77 123 63 139 437 217
internal_count=3121 673 384 2448 2351 155 289 115 1748 603 97 555 1678 128 101 174 1550 229 534 457 1466 338 73 44 77 123 63 139 437 217
is_linear=0
shrinkage=0.00148603


Tree=1678
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 14 4 2 1 49 1 1 52 1 2 50 15 0 47 31 12 2 51 15 52 4
split_gain=255.804 45.0491 19.7319 19.4794 14.7684 11.6311 10.8075 9.00285 9.06374 8.37079 7.8745 6.35718 5.11476 3.74503 2.70255 2.53958 2.50708 2.50663 3.2021 2.20564 1.98825 1.93257 1.9133 1.87131 1.86852 1.78476 1.70767 1.52519 1.42977 1.48315
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.27834500000000006 0.089885000000000007 0.09253500000000002 -0.054984999999999992 0.091195000000000012 0.13436000000000001 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.041865000000000006 -0.089964999999999976 -0.094654999999999975 0.10350500000000001 -0.084119999999999986 0.095780000000000018 0.11411 -0.070629999999999984 -0.41942499999999994 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 9 23 -8 -9 10 11 14 -5 -2 28 26 -13 24 -19 20 21 -6 -15 -3 -18 -4 -10 -27 29 -1
right_child=1 4 25 12 19 -7 7 8 15 -11 -12 16 -14 22 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0025948216202076168 0.0014312269611621161 0.00093896913834216856 0.0013600999121551548 0.0019371332724335982 0.00072914672629580493 0.0014475802938247377 0.0019175208698342609 0.0018094201705115261 0.00060969949857550771 0.0026236122393074653 0.0012877611612696466 0.0024078995667485238 0.0012319578221751575 0.0022125572979836213 0.0020773259880134246 0.00048181752592306638 0.0021307855738596482 0.0013189655107354577 0.0020109545853492544 0.00076779282039017419 -9.4177383528738258e-05 0.00020758832596668849 0.0018508458789406978 0.00047632250477797723 0.0019820386669029614 0.0011488529834618696 0.0010638206201571284 0.00065781295740141945 0.0019360851489861142 0.0022551163401960889
leaf_weight=28 24 25 31 34 25 48 30 30 20 84 22 43 61 73 216 22 441 22 40 26 22 38 54 72 302 29 145 25 29 1060
leaf_count=28 24 25 31 34 25 48 30 30 20 84 22 43 61 73 216 22 441 22 40 26 22 38 54 72 302 29 145 25 29 1060
internal_value=0 0.00112644 0.00164295 0.00213102 0.000858535 0.00215733 0.00100763 0.00116946 0.00106604 0.00217223 0.00215502 0.00216377 0.00148434 0.00195902 0.0022265 0.000946781 0.00206515 0.00204684 0.00176541 0.000396466 0.000282884 0.000414556 0.00205876 0.000595561 0.00207033 0.00108147 0.00100878 0.00092152 0.00225535 0.00226386
internal_weight=0 691 236 2430 455 2335 344 247 217 2287 2203 2181 95 151 1333 187 848 805 62 111 85 63 127 97 743 85 165 54 1117 1088
internal_count=3121 691 236 2430 455 2335 344 247 217 2287 2203 2181 95 151 1333 187 848 805 62 111 85 63 127 97 743 85 165 54 1117 1088
is_linear=0
shrinkage=0.00145689


Tree=1679
num_leaves=31
num_cat=0
split_feature=1 3 4 2 124 2 2 2 132 15 3 4 42 14 15 11 52 3 16 1209 12 1212 12 43 49 16 12 43 2 132
split_gain=15.7786 3.2888 1.55371 1.53799 1.26782 1.15752 1.53593 1.0975 1.04064 1.24575 1.44887 1.02256 0.921095 0.848159 0.787446 1.16498 2.78905 1.15587 0.946616 0.879909 0.739586 1.27274 0.861879 0.725046 0.806467 1.02995 0.791588 0.690229 0.683176 0.65735
threshold=0.10337500000000001 -0.053259999999999995 0.41257000000000005 0.14753000000000002 -0.076779999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.13404500000000005 0.088890000000000011 -0.41942499999999994 0.16158000000000003 -0.050494999999999991 -0.0060199999999999993 0.062655000000000016 0.040760000000000005 0.079300000000000009 -0.046924999999999988 -0.12711499999999995 -0.15012499999999998 0.091400000000000023 0.083785000000000012 0.040035000000000008 0.084100000000000022 -0.079734999999999986 -0.0087849999999999977 -0.062804999999999986 0.092755000000000018 -0.078654999999999989 0.12043500000000001 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 28 5 12 -3 -7 13 9 -5 -11 -8 -1 14 15 19 -17 -16 -19 23 21 -20 -22 29 25 -25 -26 -13 -2 -6
right_child=1 3 -4 8 7 6 11 -9 -10 10 -12 27 -14 -15 17 16 -18 18 20 -21 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0024966020149688318 0.0023871157022602317 0.00062772322941948889 0.001089225022979051 0.0011327014235620269 0.0026869928099606958 0.002834789161973101 0.00235262197648232 0.0015262517044837345 0.0015051798421771617 0.00046552432856000525 -0.001771718580502281 0.00037013511310041131 0.001199439652559183 0.003147474256720662 0.003998609072129589 0.0027341549724223739 -0.00021908849928036037 0.001278515427738579 0.0026177698952948099 0.0010967574341559593 0.0013990873857576912 0.0045569275410866075 0.0026006590273149818 0.001037226223852477 0.0025928294490099235 0.0025060186545721769 0.0020492364899116155 0.0012983030622310426 0.0011686745500024077 0.001880812490283109
leaf_weight=39 169 100 66 24 477 30 32 49 23 24 25 43 57 85 25 31 24 23 41 21 26 22 878 46 290 36 186 160 22 47
leaf_count=39 169 100 66 24 477 30 32 49 23 24 25 43 57 85 25 31 24 23 41 21 26 22 878 46 290 36 186 160 22 47
internal_value=0 0.00135996 0.0019495 0.0010313 0.00245876 0.00122396 0.00144895 0.00248923 0.000298787 -8.13089e-05 -0.000675926 0.00127203 0.00172641 0.00251013 0.0024852 0.00236929 0.00144547 0.00261745 0.00258257 0.00241535 0.00261358 0.00329494 0.0025661 0.00244094 0.00227779 0.00168206 0.00238042 0.0011017 0.00224677 0.00261468
internal_weight=0 718 257 461 2403 365 265 2307 96 73 49 235 96 2258 2173 1158 55 1015 990 1103 967 63 904 1082 558 82 476 203 191 524
internal_count=3121 718 257 461 2403 365 265 2307 96 73 49 235 96 2258 2173 1158 55 1015 990 1103 967 63 904 1082 558 82 476 203 191 524
is_linear=0
shrinkage=0.00650394


Tree=1680
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 48 1 1 3 4 1 1 0 1 0 11 15 50 1 1 1 3 4 52
split_gain=392.639 61.3995 31.811 29.6026 21.0694 18.3078 13.2047 10.6264 10.1927 9.13601 7.41352 6.48438 6.39831 5.5434 6.86532 5.25359 4.55548 3.9005 3.44234 2.80882 2.78912 4.79026 2.55437 2.53859 2.5173 2.46627 2.34259 2.26464 2.66008 2.74259
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.015314999999999997 0.122185 0.085760000000000017 -0.11171999999999999 -0.15289999999999995 0.16175000000000003 0.13075500000000004 -0.095504999999999993 0.13288500000000003 0.18019500000000002 1.0000000180025095e-35 -0.097454999999999986 0.086295000000000011 0.12958500000000003 0.12000500000000001 0.090840000000000018 -0.11171999999999999 -0.0073899999999999999 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 10 25 24 11 -4 13 -7 -2 -1 -15 -9 23 -5 22 -17 21 27 -16 -6 -8 -3 -23 -13 -29 -30
right_child=1 4 9 17 16 8 7 15 -10 -11 -12 20 -14 14 18 19 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0026208630459733607 0.0023843392374436495 0.0010176956873773329 0.0022571058821836631 0.0013713893799594877 0.00042224688264385024 0.0017448845410734507 0.0020780967745253126 0.0018172958095526348 0.0016977035914674944 0.0013564033689451292 0.0030564882842190927 0.0019744318539642956 0.0016743420477008876 0.0016324172434026515 0.002464126949222769 0.0011292305628982922 -0.00016829337518505029 0.00070343705771703483 0.002522086566127014 0.00059151217116053365 0.0018724483148451104 0.0031085691774988752 0.0018995518200281012 0.00096948805056587539 0.0014520072605838776 0.00053346692470023448 0.002573413910296315 0.0024632742732629579 0.0021569910692358189 0.0024337585110687388
leaf_weight=993 112 30 34 60 68 32 34 20 48 63 62 28 32 20 30 142 21 24 376 22 20 23 33 22 20 66 53 349 157 127
leaf_count=993 112 30 34 60 68 32 34 20 48 63 62 28 32 20 30 142 21 24 376 22 20 23 33 22 20 66 53 349 157 127
internal_value=0 0.00125029 0.00245798 0.00184119 0.000947534 0.00249041 0.00112319 0.00130002 0.00232421 0.00167211 0.00258229 0.00236233 0.00222656 0.00256204 0.00243478 0.00113973 0.000418985 0.00118055 0.00247133 0.0010571 0.00238843 0.00240243 0.0021684 0.000556017 0.00184621 0.000684788 0.00273537 0.00236415 0.00238139 0.00228076
internal_weight=0 673 2448 228 445 2351 334 238 837 97 1514 789 144 1452 459 184 111 84 439 164 757 737 63 90 54 96 76 661 633 284
internal_count=3121 673 2448 228 445 2351 334 238 837 97 1514 789 144 1452 459 184 111 84 439 164 757 737 63 90 54 96 76 661 633 284
is_linear=0
shrinkage=0.00140032


Tree=1681
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 2 14 0 1 4 49 16 150 159 1 0 4 52 150 2 0 47 1 3 133
split_gain=270.15 45.2289 24.3902 21.0449 14.53 11.9368 8.25352 7.65736 6.59144 5.72057 5.60481 4.57308 9.10202 7.44223 4.45385 4.32086 4.24261 4.2381 3.24147 3.1055 2.94 4.49576 2.93946 2.76275 3.08377 2.37674 2.33341 2.18452 2.14752 1.94431
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.31358000000000003 0.15109000000000003 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 -0.054984999999999992 -0.061854999999999993 1.0000000180025095e-35 0.082585000000000006 0.076935000000000017 -0.079119999999999982 -0.52556499999999995 0.12418000000000001 1.0000000180025095e-35 0.11263500000000001 -0.030209999999999997 0.10350500000000001 0.13075500000000004 -0.12711499999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 18 7 9 11 -4 22 17 -1 13 -13 20 -2 -8 19 23 25 -14 -22 -6 24 -3 -7 -17 29 -23 -5
right_child=1 4 8 27 6 10 16 -9 -10 -11 -12 12 14 -15 -16 26 -18 -19 -20 -21 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002851268309098274 0.001415807055402352 0.0017489030794226508 0.0019506085183411404 0.0009017438470477466 0.00055671510335002987 0.0020196708468820383 0.00082810949258345519 0.0026553438889185686 0.0011855526295026517 -9.5609237555482988e-05 0.0012628430093048852 0.0021689843733505489 0.0022775156269947117 0.0014909992665776285 0.0019493421743659541 0.0022525047764316579 0.0015223653622216838 0.0014756937491799118 0.00085686325262842851 0.0022656459957058343 0.0026808605820989864 0.0017523136955018741 0.0010489919373176107 0.0010977181833556789 0.0011277330181167595 0.0016590823009533739 0.0018613210284312792 0.0007331618024492393 0.0021312951759224013 0.0014248409917447685
leaf_weight=21 23 42 34 22 158 285 45 76 63 24 21 64 1140 63 110 67 28 28 38 92 28 32 28 57 25 41 54 24 350 38
leaf_count=21 23 42 34 22 158 285 45 76 63 24 21 64 1140 63 110 67 28 28 38 92 28 32 28 57 25 41 54 24 350 38
internal_value=0 0.00114009 0.00214184 0.00164724 0.000880241 0.00217024 0.000688796 0.00221991 0.00145372 0.000547801 0.00196982 0.00220161 0.00219398 0.00183266 0.00222162 0.00197217 0.0010944 0.00200311 0.00121468 0.00203844 0.00224094 0.00213925 0.000630821 0.00132433 0.00151712 0.00197432 0.00207793 0.00109022 0.00209955 0.00123304
internal_weight=0 673 2448 228 445 2351 283 1884 97 210 467 1808 1787 127 1660 144 73 446 162 418 1550 410 186 124 67 326 121 84 382 60
internal_count=3121 673 2448 228 445 2351 283 1884 97 210 467 1808 1787 127 1660 144 73 446 162 418 1550 410 186 124 67 326 121 84 382 60
is_linear=0
shrinkage=0.00140032


Tree=1682
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 14 47 2 2 2 52 11 1 3 1 0 2 10 15 131 12 3 12 133 132 3
split_gain=396.571 64.2392 38.8718 30.0508 26.5626 17.2807 16.377 12.4879 12.4178 11.9316 8.5344 8.4451 4.33296 4.13481 3.81166 3.52054 5.99869 5.10322 3.21883 3.48289 3.14314 2.58055 2.48312 2.43245 2.31041 2.41651 2.16966 2.00156 2.44863 2.72618
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.14122000000000004 0.17760500000000004 0.13140000000000004 1.0000000180025095e-35 0.088975000000000012 0.097915000000000016 0.085345000000000018 -0.098289999999999975 0.094835000000000017 -0.3960249999999999 -0.053579999999999996 0.090690000000000007 0.095780000000000018 -0.10831999999999999 0.096475000000000019 0.087035000000000015 0.08696000000000001 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 12 6 9 20 26 11 13 18 14 -4 27 16 24 -18 -5 -20 -1 -15 -22 -2 25 -13 -6 28 29 -3
right_child=1 2 10 5 8 -7 -8 -9 -10 -11 -12 15 -14 21 -16 -17 17 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028761380594501604 0.0028779849691021749 0.0013633526909576201 0.00048623959677437072 0.0028800324698196145 0.0027205413248877295 0.0012155349052812641 0.0016647309975931237 0.001443217452221338 0.0012486734100387623 0.0033645216987059582 0.0014198357631905691 0.0022686166115661473 0.00052829485710011506 0.00030254076260853569 0.0017861430152672319 0.0029899395856514172 0.0014463036583833595 0.0024664526712389846 0.0022758420887397492 0.0027574040818496366 0.002478088160587171 -0.00052093617937392657 0.0017424876941288592 0.0022114110308637702 0.0025114439655111809 0.0027383256072828046 0.0021693067576888988 0.0008311103544645464 0.0006450952498125497 0.00088982303870197715
leaf_weight=26 56 137 117 878 29 20 37 67 40 86 22 32 31 20 25 61 22 33 45 398 30 21 21 20 299 375 57 53 20 43
leaf_count=26 56 137 117 878 29 20 37 67 40 86 22 32 31 20 25 61 22 33 45 398 30 21 21 20 299 375 57 53 20 43
internal_value=0 0.00127952 0.00110366 0.00268814 0.001369 0.00273393 0.00274733 0.00196118 0.00200391 0.0027653 0.000462431 0.00274126 0.00111011 0.000329121 0.00117499 0.00261069 0.00258029 0.00205839 0.0028225 0.00270849 0.00241188 -0.00011924 0.00217519 0.00270257 0.00262095 0.0027014 0.00235519 0.00111459 0.00118972 0.00125023
internal_weight=0 691 615 2430 435 2286 2266 144 126 2229 180 2143 309 158 278 822 761 55 1321 443 77 41 51 76 706 407 86 253 200 180
internal_count=3121 691 615 2430 435 2286 2266 144 126 2229 180 2143 309 158 278 822 761 55 1321 443 77 41 51 76 706 407 86 253 200 180
is_linear=0
shrinkage=0.0016407


Tree=1683
num_leaves=31
num_cat=0
split_feature=1 1 12 12 14 4 3 0 4 1 47 12 480 4 0 15 156 0 131 13 43 43 1 11 0 11 133 1213 403 52
split_gain=18.8957 2.91885 2.27203 2.10992 1.62208 1.80162 1.89714 1.6178 1.55483 1.50891 1.20095 0.873892 1.03331 0.941404 1.23196 0.754874 0.744113 0.729163 0.792039 0.78376 0.78393 0.728854 0.712528 0.654421 1.21293 0.987919 0.76797 0.743673 1.05074 0.738277
threshold=0.10752500000000002 0.13210500000000003 0.085055000000000006 0.051320000000000005 -0.10708499999999999 -0.17966999999999997 0.11296500000000002 1.0000000180025095e-35 -0.036839999999999991 0.095695000000000016 0.13082500000000002 0.090285000000000018 -0.03031 0.033845000000000007 -0.092404999999999973 0.13592500000000005 0.096630000000000008 0.024095000000000002 0.096070000000000016 -0.016469999999999995 -0.050459999999999998 -0.080554999999999974 0.12337000000000002 1.0000000180025095e-35 -0.11242999999999999 0.080150000000000013 0.11269500000000002 0.039620000000000009 -0.080194999999999975 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 -1 -6 7 9 -4 -7 17 23 -13 14 -14 -16 22 18 19 -3 -21 -11 -2 24 -5 -25 27 -26 -29 -27
right_child=1 10 8 11 5 6 -8 -9 -10 21 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 26 29 -28 28 -30 -31
leaf_value=0.0029425202828252148 0.0010473315058593274 6.7971265891111771e-05 0.00283544467753559 0.0012174749435657393 0.0022949520485463131 0.0019976658011676652 0.00025609868062441638 0.00046929633189038189 0.0015442048494267459 0.001593218414032908 0.0014180209159172432 0.00088515490905773759 0.0028361950338740265 0.0016870970672797758 0.0020817617739194967 0.0010950023399026185 0.0017894315729354202 -0.00030010473626513294 0.0013783609200178921 0.00039317606118331017 0.0016464994453167276 0.00058564830582065388 0.00026519453807742117 0.0032823041073688371 0.0021997504223697892 0.0029088247908532774 0.0016631687475751422 0.0023599863631069617 0.0035037752224327786 0.0016088465223351896
leaf_weight=27 158 78 32 33 87 171 31 30 105 41 38 21 57 168 701 21 28 31 26 35 21 35 38 37 848 20 62 86 28 27
leaf_count=27 158 78 32 33 87 171 31 30 105 41 38 21 57 168 701 21 28 31 26 35 21 35 38 37 848 20 62 86 28 27
internal_value=0 0.00103829 0.00132558 0.00205743 0.00172642 0.00164329 0.00145922 0.00159386 0.00184581 0.00173045 0.000585408 0.00212366 0.00201032 0.00203528 0.00211036 0.00205306 0.00100741 0.000419757 0.00055923 0.000400294 0.000863172 0.00112921 0.000895693 0.00221981 0.00218519 0.00265548 0.00221638 0.00225203 0.00264092 0.00216203
internal_weight=0 590 361 2531 422 395 308 277 137 247 229 2109 968 947 779 722 224 191 160 134 56 76 196 1141 1057 84 1024 962 114 47
internal_count=3121 590 361 2531 422 395 308 277 137 247 229 2109 968 947 779 722 224 191 160 134 56 76 196 1141 1057 84 1024 962 114 47
is_linear=0
shrinkage=0.00512831


Tree=1684
num_leaves=31
num_cat=0
split_feature=1 2 15 3 34 3 4 40 1 151 50 13 0 12 132 51 3 31 47 0 133 133 47 4 2 13 159 43 2 12
split_gain=15.3055 2.53699 1.94139 1.71979 1.51402 1.07638 1.00195 0.96923 0.958317 0.994791 1.09074 0.932142 0.896573 1.2531 0.849351 0.787994 1.05262 0.760485 0.743623 0.716807 0.707342 0.9607 0.656253 1.01043 0.641139 0.629181 0.608373 0.493321 1.00387 1.98905
threshold=0.10752500000000002 0.12043500000000001 -0.083359999999999976 -0.065819999999999976 -0.021334999999999996 0.11296500000000002 0.40124500000000002 -0.066419999999999993 0.10060500000000001 0.050660000000000004 0.11941000000000002 -1.0000000180025095e-35 -0.14920999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.10532000000000001 0.42240500000000009 -0.081689999999999985 0.090280000000000013 -0.061629999999999997 0.017095000000000003 -0.016679999999999997 0.086785000000000015 0.50500500000000004 0.084755000000000011 -0.06532499999999998 0.083870000000000014 0.0016850000000000001 0.089885000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 17 7 12 -4 9 10 11 14 -1 -14 -5 16 -3 -2 -9 -17 21 -16 23 -6 -13 -22 -26 -15 -29 -30
right_child=1 15 5 8 22 -7 -8 18 -10 -11 -12 24 13 27 20 19 -18 -19 -20 -21 25 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0029994103994508783 0.00086474787666156335 0.00061467996106311475 0.00094259846702822762 0.0028079059017301826 0.00039759046893263336 0.00062119350836752562 0.00091171083653957658 0.0027434521942111809 0.0013378918363588016 0.00068064362109399414 0.00083750795412498977 0.0030777787065735564 0.0010803822711896109 0.0023069710900518788 0.0017270390578350565 0.0018571081129910318 -0.00078070837466968619 -0.00060299332061219382 0.0018127136710530179 0.00051394358393335479 0.0025619551101786738 0.00033889944597562008 0.0020746089821779912 0.0017086413375415376 0.0020321802560015535 0.0014532594673421361 0.0029143426735596467 0.0023209810598090585 0.00031785983798969443 0.0020481736443483081
leaf_weight=58 25 173 23 27 41 21 20 63 101 20 25 42 33 1551 54 32 22 26 61 26 42 27 33 44 119 33 37 205 31 106
leaf_count=58 25 173 23 27 41 21 20 63 101 20 25 42 33 1551 54 32 22 26 61 26 42 27 33 44 119 33 37 205 31 106
internal_value=0 0.00109488 0.00143627 0.00216954 0.000981564 0.00189368 0.00224986 0.00207546 0.00186411 0.00198888 0.00205332 0.0021331 0.00226335 0.00224119 0.00182395 0.000640135 0.000457252 0.000116488 0.00228559 0.001255 0.00165365 0.00126433 0.00135545 0.00107625 0.00241882 0.00207413 0.00224141 0.00226142 0.00205486 0.00165664
internal_weight=0 590 337 2531 169 168 2004 147 527 426 406 381 1984 1926 183 253 195 51 124 58 156 81 118 85 198 75 156 1893 342 137
internal_count=3121 590 337 2531 169 168 2004 147 527 426 406 381 1984 1926 183 253 195 51 124 58 156 81 118 85 198 75 156 1893 342 137
is_linear=0
shrinkage=0.00600863


Tree=1685
num_leaves=31
num_cat=0
split_feature=1 1 155 12 14 4 474 1 43 457 2 30 8 150 42 43 12 1 402 13 402 402 16 0 0 0 2 133 402 133
split_gain=12.3975 2.05542 1.44981 1.4163 1.66441 1.52085 1.57241 1.47668 1.33116 1.12177 1.05292 1.26582 1.35224 1.03615 0.732824 0.697173 0.692041 1.30597 0.849928 0.828183 0.713084 1.09055 0.666239 1.49713 0.646655 1.06966 1.05492 0.639881 0.822945 0.783917
threshold=0.10752500000000002 0.13707500000000003 0.10158500000000002 0.078300000000000008 -0.10708499999999999 -0.17966999999999997 0.086515000000000009 0.10124500000000002 -0.081289999999999987 0.084365000000000009 0.10981000000000002 0.085875000000000021 0.088180000000000022 0.091105000000000005 -0.019989999999999997 -0.012164999999999999 0.087830000000000005 0.089875000000000024 0.2506000000000001 -0.14819499999999997 0.086055000000000006 0.033490000000000006 -0.078844999999999985 -0.082009999999999986 -0.10474999999999998 -0.14001499999999997 0.25063000000000007 0.11269500000000002 0.089220000000000008 -0.072364999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 -1 -6 7 13 -9 -10 11 12 15 -7 -12 -2 17 19 20 -5 21 -18 23 -22 25 -3 -26 28 -21 -30
right_child=1 24 -4 16 5 6 -8 8 9 -11 14 -13 -14 -15 -16 -17 18 -19 -20 27 22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0025857404830857819 0.0014317996981052549 0.00015505109950877464 0.0021789123501265799 0.0027130578446950184 0.001909764800688618 0.0015957582768714115 -0.00017507560893081171 0.0013760472525809746 -0.00086559421446779858 0.00083145216706479602 -0.00021572853074693484 0.0004132941136567081 0.00028811367546365538 0.0005390412276028569 0.00081225632645652481 0.0022945761161404332 0.0016454337429695142 0.00063761070857136027 0.00067221537209092772 0.0018189820072311471 0.001809244624890016 0.00049245760741536287 0.0017266574036985036 0.0035236258980257031 0.0004048402524301168 0.001760894745840872 -0.00077913474698388893 0.001264840491988129 0.0020399427083671036 0.0031477252229886918
leaf_weight=29 78 24 27 30 88 190 22 34 20 21 20 37 21 28 207 36 1117 23 23 608 37 22 91 21 95 20 25 47 56 24
leaf_count=29 78 24 27 30 88 190 22 34 20 21 20 37 21 28 207 36 1117 23 23 608 37 22 91 21 95 20 25 47 56 24
internal_value=0 0.000841019 0.00102883 0.00166652 0.00139911 0.00131372 0.00114721 0.00124649 0.00062579 3.62466e-06 0.000951002 0.00125365 0.00148397 0.00146003 0.000721685 0.00170426 0.00172155 0.00184166 0.00164936 0.00187786 0.00166681 0.00162316 0.00200043 0.00242997 0.000353174 0.00088498 0.000158179 0.00184377 0.00188332 0.00237228
internal_weight=0 590 426 2531 432 403 315 293 75 41 399 172 135 218 227 114 2099 788 1311 765 1288 1139 149 58 164 44 120 735 688 80
internal_count=3121 590 426 2531 432 403 315 293 75 41 399 172 135 218 227 114 2099 788 1311 765 1288 1139 149 58 164 44 120 735 688 80
is_linear=0
shrinkage=0.00512831


Tree=1686
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 123 4 16 44 4 12 14 2 2 48 16 2 133 3 0 42 43 43 151 1451 1451 1447 42 13 1213
split_gain=10.0419 1.78124 1.28012 1.45915 1.42035 1.22029 1.0897 1.9458 1.05069 0.966445 0.868671 0.756738 0.707615 0.683683 0.645598 0.721491 0.858163 0.689693 0.626892 0.590967 0.528007 0.732416 0.469464 0.516197 0.4641 0.558424 0.511088 0.510119 0.558913 0.624557
threshold=0.10752500000000002 0.31370500000000007 0.41257000000000005 0.083785000000000012 0.10803500000000001 1.0000000180025095e-35 -0.050494999999999991 -0.059624999999999991 0.081805000000000017 0.042705000000000007 -0.42850999999999995 -0.47013499999999991 0.13913500000000004 0.15950500000000004 -1.0000000180025095e-35 -0.16075999999999999 0.10584500000000001 -1.0000000180025095e-35 0.10732000000000001 -0.09595999999999999 -0.0060199999999999993 -0.080324999999999994 -0.012164999999999999 -1.0000000180025095e-35 0.089825000000000002 0.081365000000000007 -0.086254999999999984 -0.093284999999999993 -0.083764999999999992 -0.081599999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 22 8 -6 -8 9 12 -3 -4 18 -12 -11 16 -16 -17 24 -13 -7 -22 23 -2 25 26 -1 -28 -29 -30
right_child=1 10 11 -5 6 20 7 -9 -10 14 13 19 -14 -15 15 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0018887130418298629 0.002043107352983201 0.00076448798990002361 0.0013409829675214407 9.6146703912836721e-05 0.0015553884671875493 0.001620037250035412 0.0011007000664101645 -0.00039688986920803691 0.0024141079980448772 0.00049361544131445339 0.00015449724724978783 0.000830741080314313 0.00057145590365716517 -0.00090578363538979044 0.0018297667996438937 0.00061360612222700352 0.0010174876706033941 0.0012769721303035459 0.00085850809483439545 0.00021421368365193112 0.0010701848721235173 0.00010723470559127581 0.0019647962006613118 0.0011554765658250037 0.0021961201846977651 0.00068705557115201707 0.0017351042415420233 0.0016092005153635445 0.0017598865690502735 0.0013744457215564207
leaf_weight=85 20 35 25 34 33 22 53 35 28 28 45 57 20 22 89 56 49 119 36 112 61 28 41 78 24 20 197 493 113 1063
leaf_count=85 20 35 25 34 33 22 53 35 28 28 45 57 20 22 89 56 49 119 36 112 61 28 41 78 24 20 197 493 113 1063
internal_value=0 0.000727525 0.000851347 0.00105642 0.001182 0.00144162 0.000791519 0.000505068 0.0014648 0.00145369 0.00013512 0.000540561 0.00149409 -0.000193655 0.0012107 0.00127485 0.00154135 0.0010647 0.00150318 0.000422155 0.000936258 0.000767234 0.00152191 0.00133663 0.00151481 0.00150651 0.00151491 0.00149789 0.00146989 0.00141148
internal_weight=0 590 488 294 260 2531 121 88 2420 2392 102 194 2051 67 341 313 138 175 2031 169 111 89 139 98 1995 1971 1951 1866 1669 1176
internal_count=3121 590 488 294 260 2531 121 88 2420 2392 102 194 2051 67 341 313 138 175 2031 169 111 89 139 98 1995 1971 1951 1866 1669 1176
is_linear=0
shrinkage=0.00492917


Tree=1687
num_leaves=31
num_cat=0
split_feature=1 1 52 15 41 50 12 46 4 474 1 131 1210 2 10 1444 475 16 15 0 14 4 457 43 10 159 457 484 131 159
split_gain=8.13398 1.54372 1.11521 1.04266 1.03806 1.03328 0.942594 0.983335 1.06725 1.63167 1.3259 0.937151 0.860097 0.811954 0.807803 0.792764 0.812064 0.775881 1.27133 0.934701 0.77371 0.773333 0.87718 0.726621 0.712175 0.79651 0.711677 0.70041 0.662878 0.655929
threshold=0.10752500000000002 0.14262000000000002 -0.53964499999999982 0.040760000000000005 0.075585000000000013 0.14101500000000003 0.082095000000000015 0.084955000000000017 -0.17966999999999997 0.085295000000000024 0.095950000000000021 0.096070000000000016 -0.0084249999999999985 0.13754500000000003 -0.074314999999999978 -0.079124999999999987 -0.084169999999999981 -0.034884999999999992 -0.086849999999999997 -0.07929499999999999 -0.46413499999999996 0.42051500000000003 0.079590000000000008 -0.080554999999999974 -0.0087699999999999983 0.04105000000000001 0.085540000000000019 0.12418000000000001 0.093840000000000021 0.086495000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 11 7 8 -1 10 17 13 -8 20 -3 -14 29 18 -10 -19 -4 22 24 -12 -22 -26 -25 -18 -16 -17
right_child=1 14 5 4 -6 -7 12 -9 9 -11 23 -13 15 -15 28 16 27 19 -20 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0017047955479851788 0.0020305094152389845 -0.00082558689316435195 0.0018543285703005905 0.001585194519637588 0.0024924857752190673 0.0020514589859111912 0.00059566241295147429 0.0023813338661812984 0.0013605964025189864 -0.00040959600427034837 0.0011011854996635019 0.0015115925166269641 0.00044930091332679269 0.00016481010074498851 0.00065886508363952132 0.0017546055679404106 0.0014119813225839822 0.0021832957045638639 -0.00023544843379790591 0.00080591708022920291 0.002068021032009937 0.00026806612907235303 0.00012932231265001755 -0.00036012963916625632 0.0011769686976595859 0.0001640655482293347 0.00089067112546407001 0.0020805046260768518 -0.00051575964366390643 0.0028015190113652175
leaf_weight=74 26 22 21 1080 42 21 34 20 80 26 47 48 22 80 67 150 722 56 20 22 21 83 37 35 112 32 25 54 20 22
leaf_count=74 26 22 21 1080 42 21 34 20 80 26 47 48 22 80 67 150 722 56 20 22 21 83 37 35 112 32 25 54 20 22
internal_value=0 0.000752128 0.000889999 0.00149037 0.00161916 0.000824827 0.00138782 0.00115724 0.00109365 0.000948238 0.00107211 0.000765474 0.00148084 0.000672692 0.000143723 0.00151186 0.00153652 0.00137154 0.00104139 0.0017948 0.000805472 0.000728188 0.000917247 0.000574 0.00109393 0.000951879 0.000161037 0.0014585 0.000388836 0.00188851
internal_weight=0 590 481 2531 1122 455 1409 405 385 311 285 434 1004 386 109 970 948 178 100 78 306 285 202 107 165 144 60 776 87 172
internal_count=3121 590 481 2531 1122 455 1409 405 385 311 285 434 1004 386 109 970 948 178 100 78 306 285 202 107 165 144 60 776 87 172
is_linear=0
shrinkage=0.00566207


Tree=1688
num_leaves=31
num_cat=0
split_feature=1 4 123 44 376 2 147 0 150 149 48 0 15 2 34 16 48 4 3 484 3 11 48 48 12 0 1 2 16 16
split_gain=6.59135 1.2388 0.855581 0.795624 0.769612 0.891507 0.736117 1.08351 0.715233 0.674788 0.825377 0.710727 1.05493 0.646618 0.645746 0.612354 0.60158 0.635448 0.877657 0.644145 1.15243 0.606749 0.639501 0.899446 0.595064 0.588 0.581888 0.901161 0.544605 0.535903
threshold=0.10920500000000001 0.26450500000000005 1.0000000180025095e-35 0.081805000000000017 0.080200000000000007 0.092235000000000025 0.08598500000000002 -0.098289999999999975 0.093625000000000014 0.07770500000000001 -0.064549999999999982 -0.10474999999999998 -0.41396999999999995 0.13501500000000002 -0.038779999999999995 -0.44310499999999992 -0.0046349999999999994 -0.082249999999999976 0.095270000000000007 0.085595000000000018 -0.087319999999999995 0.096500000000000016 0.093265000000000015 0.078735000000000013 0.093765000000000015 -0.036484999999999997 0.098700000000000024 0.099515000000000006 0.13751500000000003 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 24 13 -8 -7 10 -3 15 14 16 -13 -12 -1 19 26 21 -21 22 23 -18 -2 -16 -19 29 -15 -28
right_child=1 9 -4 -5 -6 8 7 -9 -10 -11 11 12 -14 28 25 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024058971546114223 0.0021202891323976233 -0.00086457552209672612 0.00094152827720821262 0.0024987638629697909 0.00020530921916177912 0.0010697042073285652 0.00012960754100466843 0.0014522358534789584 3.5559426860296028e-05 0.0014056141909739835 0.00056049275877165629 -0.00039412744056073641 -0.00074438282334682933 0.0002019659342808033 0.00030646709874565932 0.0017482632641897592 0.0017245272280317157 0.0014702556517448397 0.00048668423090846209 -0.00015751117505574531 0.0018162969735761516 0.00064917688221418626 0.00068443082306818748 0.0029885222346905391 0.0011905135932291104 0.0012872986791310208 0.0019284969107948593 -5.7347334412782329e-05 0.0015179346690372992 0.00077943798833592873
leaf_weight=27 41 20 120 28 39 89 38 60 35 24 56 26 35 27 58 23 545 1471 37 20 25 20 21 22 70 38 30 24 21 31
leaf_count=27 41 20 120 28 39 89 38 60 35 24 56 26 35 27 58 23 545 1471 37 20 25 20 21 22 70 38 30 24 21 31
internal_value=0 0.000709667 0.00144679 0.00147157 0.00100264 0.00113496 0.00145968 0.00093938 0.000777809 0.000422974 0.000330851 0.000432158 0.000193578 0.00148165 0.000462665 0.000906299 0.00149652 0.00148558 0.00141958 0.0016466 0.000939049 0.00169897 0.00173467 0.00177357 0.00153394 0.000694713 0.00144177 0.000948719 0.000777702 0.00134455
internal_weight=0 554 2567 2447 274 235 2419 98 124 280 256 236 157 2321 122 79 2273 2246 1593 653 45 608 588 567 111 96 1556 85 48 61
internal_count=3121 554 2567 2447 274 235 2419 98 124 280 256 236 157 2321 122 79 2273 2246 1593 653 45 608 588 567 111 96 1556 85 48 61
is_linear=0
shrinkage=0.0061288


Tree=1689
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 0 14 52 2 0 4 4 15 2 0 4 1 47 0 2 0 42 148 2 4 0
split_gain=239.847 28.7248 25.155 21.0227 14.106 10.374 8.77987 6.85594 6.64269 6.29541 5.35826 4.42554 5.70532 4.26082 3.85341 3.80388 6.14321 3.63009 3.56096 3.43169 3.1032 2.7636 5.60862 2.37805 2.33408 2.43594 2.2779 2.25217 1.85362 1.85709
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.099815000000000015 0.082585000000000006 -0.17966999999999997 -0.23194499999999998 0.076175000000000007 0.08257500000000001 0.10381000000000001 -0.078904999999999989 0.033845000000000007 -0.059649999999999988 -0.03241999999999999 0.11704500000000001 -0.030209999999999997 0.024790000000000003 0.16540500000000002 0.078345000000000012 -0.061629999999999997 0.08647500000000001 -0.10474999999999998 0.086555000000000007 -0.043434999999999994 0.099185000000000009 -0.50940999999999981 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 9 26 10 21 -6 -1 14 12 13 23 24 27 -17 -2 19 -8 -7 -5 -23 -10 -4 28 -3 -11 -26 -30
right_child=1 5 6 7 8 20 18 -9 11 15 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.002937085231734637 0.0021271232589821594 0.00074581851296896188 0.0018641400760740833 0.0011951324673339816 0.0022948681473983642 0.00070001678080564218 0.0022360240641471972 0.00079965626671362237 0.0021987820380457422 0.0025213015583709316 0.0028089552914295889 0.0021838451069916636 0.0011273597542945037 0.0012712155613874244 0.0021391485602183344 0.0021376189845316749 0.0013172077450270278 0.0014448409530773425 0.0017090305019880213 0.0018554063896227295 9.6430749487595667e-05 0.0019911582003598726 0.0011354464661597729 0.0016715464228423441 0.0028050858214947972 0.0022952335947424001 0.0012589722041733244 0.0019475334553876202 0.0024376170968551727 0.0022723573272938669
leaf_weight=22 96 22 20 67 31 130 222 57 30 53 52 22 60 36 191 76 26 20 45 65 21 37 29 46 25 623 111 20 683 183
leaf_count=22 96 22 20 67 31 130 222 57 30 53 52 22 60 36 191 76 26 20 45 65 21 37 29 46 25 623 111 20 683 183
internal_value=0 0.00121108 0.00224258 0.00152077 0.00191788 0.000877398 0.00230755 0.0012224 0.00166865 0.00220255 0.00234818 0.00156858 0.00148988 0.00168409 0.00233429 0.00211021 0.00192849 0.00200949 0.00209008 0.00214982 0.000616074 0.00140357 0.00161516 0.00187967 0.00235859 0.00236512 0.00117409 0.0023641 0.00241399 0.00240269
internal_weight=0 590 2531 306 422 284 2109 190 225 197 1777 194 172 112 1725 175 102 116 332 287 151 133 66 76 1534 1514 133 73 891 866
internal_count=3121 590 2531 306 422 284 2109 190 225 197 1777 194 172 112 1725 175 102 116 332 287 151 133 66 76 1534 1514 133 73 891 866
is_linear=0
shrinkage=0.00145689


Tree=1690
num_leaves=31
num_cat=0
split_feature=1 3 13 39 393 15 12 3 47 52 13 1 13 0 157 1210 4 49 43 4 4 48 49 42 12 159 52 52 132 15
split_gain=6.43459 1.2311 0.921606 0.90498 0.934658 0.84934 0.874994 1.13398 1.09359 0.997663 1.15942 0.979979 0.825964 0.950003 0.724889 0.693551 0.677756 0.65571 0.639131 0.638441 0.743061 0.592704 0.592058 0.587317 0.553578 0.590452 0.7154 0.864173 0.571689 0.557973
threshold=0.10920500000000001 0.31534000000000006 -0.47860499999999995 0.087735000000000021 0.084355000000000013 0.024640000000000006 0.082095000000000015 0.11924500000000002 0.077555000000000013 -0.088614999999999985 0.05868000000000001 0.093205000000000024 -0.11122999999999998 -0.10224499999999999 -0.0091799999999999989 -0.0084249999999999985 0.40473500000000007 -0.061079999999999988 -0.080954999999999985 -0.013514999999999998 0.056795000000000005 0.091840000000000019 0.10084500000000002 0.090545000000000014 0.092550000000000007 0.083870000000000014 0.42957000000000006 0.15116000000000002 0.086775000000000005 -0.072289999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 12 6 7 8 9 -1 11 -11 13 21 -7 -8 17 -13 -19 23 -21 -2 -10 -14 28 26 27 -26 -17 -27
right_child=1 2 -4 -5 -6 14 15 -9 22 10 -12 16 19 -15 -16 24 -18 18 -20 20 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0015693924448466874 0.0017625082011087365 0.00051731236457277629 -0.00074044804714086185 0.00045481613336915961 -0.00020739847789655658 0.0025281100831221178 0.00056899286234305768 -0.00012937236014178152 0.0022464197275568146 0.0013748882501821939 -0.00022784614549788045 0.00089488249261152162 0.0022619353748167142 -0.00058081123636179307 0.0015131938116365968 0.0016035338438248137 0.0015228103454792269 0.00053503593478548361 -0.00096581611804346464 0.00020389185523563198 0.0012698723931213302 0.00036195348329021669 0.0010822341356403473 0.0011029047148537459 0.0011633906637857959 0.0024236399353651898 0.0020687207092824245 -2.8830706082871076e-05 0.00086012130586340203 0.0012621809982461525
leaf_weight=87 20 58 33 157 21 26 34 26 46 109 33 34 38 20 1115 563 20 20 21 29 127 24 24 27 257 28 28 24 40 32
leaf_count=87 20 58 33 157 21 26 34 26 46 109 33 34 38 20 1115 563 20 20 21 29 127 24 24 27 257 28 28 24 40 32
internal_value=0 0.000700107 6.12014e-05 0.000825681 0.00101596 0.00141414 0.00131637 0.00108602 0.00116622 0.00101908 0.000817066 0.000986096 0.0011061 0.000505013 0.00153632 0.00141254 0.000540008 0.000277928 -0.000233693 0.00128017 0.00107171 0.000998569 0.00184727 0.00178049 0.00144205 0.00125874 0.00115283 0.00106156 0.00155422 0.0018042
internal_weight=0 554 91 463 306 2567 1426 420 394 324 237 204 285 64 1141 1006 95 75 41 221 156 44 70 65 972 369 309 281 603 60
internal_count=3121 554 91 463 306 2567 1426 420 394 324 237 204 285 64 1141 1006 95 75 41 221 156 44 70 65 972 369 309 281 603 60
is_linear=0
shrinkage=0.00600863


Tree=1691
num_leaves=31
num_cat=0
split_feature=1 12 483 45 4 43 13 3 12 12 16 12 12 11 2 15 11 0 3 43 15 157 159 124 34 2 2 150 16 4
split_gain=5.24506 1.36469 1.02053 0.900045 0.86983 1.14658 1.23925 0.692517 0.866975 0.690335 1.10041 0.667671 0.653189 0.734812 1.23242 0.990804 1.11057 0.838491 0.816144 1.71946 0.645524 0.717581 0.56281 0.553339 0.726175 0.718016 0.548513 0.517174 0.515258 0.502573
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 0.081955000000000014 -0.17966999999999997 -0.40263499999999991 0.05868000000000001 0.30112000000000005 -0.42850999999999995 -1.0000000180025095e-35 0.24134000000000003 -0.12529499999999996 0.099815000000000015 1.0000000180025095e-35 0.081685000000000021 0.040760000000000005 0.081790000000000015 -0.13843999999999998 -0.11255999999999998 -0.13868499999999997 0.035560000000000008 -0.078969999999999985 0.097885000000000014 0.05852000000000001 -0.038779999999999995 0.11510000000000002 0.13913500000000004 -0.091259999999999994 -0.083539999999999989 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -6 11 23 -9 -4 -11 -7 13 17 -15 16 -16 -3 19 -19 21 -13 26 24 -2 -26 -10 -20 -29 -23
right_child=7 12 3 -5 5 6 -8 8 22 10 -12 20 -14 14 15 -17 -18 18 27 -21 -22 29 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0021556650923286263 -7.1268352528465007e-05 0.00010155509212859312 0.00040382812445558333 0.0020062651614878341 0.0020280707640485882 0.0017590884044159799 -0.00054323550989988727 0.00081396493420693937 -2.554822978170238e-05 0.0025850969333165962 0.0010928620631378814 -0.00019184558867860188 0.001064338477580458 0.0029228460333678395 -4.8459828866968135e-05 0.0023567613291603398 0.0015138411852615781 0.0016195575326814241 0.0022800606663851987 -0.00052442780581311561 0.001614001654471864 0.00035964367864884116 0.00041939232974796812 -0.00022427799486766803 0.0012833198919227034 0.00057082647830973923 -0.0013594512182264016 0.0014845783548796954 0.0012547429584491806 0.00088568935141659086
leaf_weight=24 35 20 20 25 23 22 27 34 20 27 47 33 368 25 20 34 75 27 20 25 25 91 22 24 80 127 23 493 1080 205
leaf_count=24 35 20 20 25 23 22 27 34 20 27 47 33 368 25 20 34 75 27 20 25 25 91 22 24 80 127 23 493 1080 205
internal_value=0 0.00122382 0.000966823 0.000914471 0.000861981 0.000748806 0.000675796 0.000472347 5.17484e-05 0.00137488 0.00163733 0.000763332 0.00129068 0.00133647 0.00172578 0.00149379 0.00118494 0.00130046 0.00131504 0.000588795 0.000701449 0.000632106 -0.000346949 0.000628885 0.000713497 0.000846186 -0.000739031 0.00133874 0.00132678 0.000723966
internal_weight=0 2756 569 545 520 426 403 365 99 94 74 376 2187 1819 154 129 95 1665 1645 52 354 329 65 266 242 207 43 1593 1573 296
internal_count=3121 2756 569 545 520 426 403 365 99 94 74 376 2187 1819 154 129 95 1665 1645 52 354 329 65 266 242 207 43 1593 1573 296
is_linear=0
shrinkage=0.00589082


Tree=1692
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 4 2 2 2 4 15 0 52 160 1 0 52 4 16 16 52 2 160 15 0
split_gain=285.44 46.5753 30.1052 22.134 16.7624 12.5316 10.9914 10.7475 9.50718 8.35322 7.23047 7.03819 5.26171 3.93534 3.50345 2.94536 2.76058 2.48318 2.34142 2.33204 2.95203 2.29902 2.49028 3.8233 3.47489 2.01604 3.37293 3.81701 1.99861 1.98716
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.089885000000000007 0.14960000000000004 0.094835000000000017 0.40945500000000007 -0.053579999999999996 -0.22491999999999998 -0.56176499999999996 -1.0000000180025095e-35 0.085605000000000014 -0.095504999999999993 0.40674500000000008 -0.50690499999999983 0.013515000000000001 0.10246000000000001 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 0.090455000000000021 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 25 6 9 13 12 11 -6 19 14 -1 -4 -15 -13 -18 -16 21 -21 22 -5 -24 -25 -3 27 -27 -11 -19
right_child=1 2 8 5 10 -7 -8 -9 -10 28 -12 16 -14 15 18 -17 17 29 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0030057951954631963 0.0027258724647339157 0.0013641489981897205 0.0014629147639485642 0.0034070633189746233 0.0025387124162472934 0.0015287710821941681 0.0019222224797231292 0.0016694747904363546 0.0017945800080115116 0.003449111943714524 0.0016820639275369185 0.0021543904746703963 0.00062582619799383835 0.0025775706559282175 0.0013345163325976371 0.0018226311925255857 0.0030184243127092626 0.003064997674285926 0.00083054408084821106 0.0023802744327634582 0.0027763539759782657 0.0023960551815581147 0.002898383080780222 0.0019727981345735906 0.002744724808173833 0.0024614873839394146 0.0013912841578536919 0.00164394478809711 0.0029730729680749568 0.0026216786056256838
leaf_weight=26 76 108 48 21 72 20 37 67 37 49 35 27 79 30 30 21 43 25 83 51 381 24 778 20 46 20 60 43 37 727
leaf_count=26 76 108 48 21 72 20 37 67 37 49 35 27 79 30 30 21 43 25 83 51 381 24 778 20 46 20 60 43 37 727
internal_value=0 0.00158405 0.00144295 0.00271019 0.00175262 0.00274722 0.00275798 0.00212228 0.00106509 0.00277185 0.0022585 0.00275289 0.000952628 0.00251627 0.00111298 0.00226671 0.00264057 0.00265708 0.000964342 0.00282278 0.00272959 0.00286806 0.00288116 0.00286808 0.00251081 0.00151829 0.00165363 0.00190348 0.0032443 0.00263642
internal_weight=0 691 615 2430 338 2286 2266 144 277 2229 107 2143 240 77 161 51 822 795 113 1321 432 889 865 844 66 231 123 63 86 752
internal_count=3121 691 615 2430 338 2286 2266 144 277 2229 107 2143 240 77 161 51 822 795 113 1321 432 889 865 844 66 231 123 63 86 752
is_linear=0
shrinkage=0.00154607


Tree=1693
num_leaves=31
num_cat=0
split_feature=1 4 10 15 3 2 131 42 150 1 151 2 3 51 16 40 2 0 0 12 52 151 151 3 149 2 52 0 4 1210
split_gain=5.34837 1.07597 0.821994 0.702931 0.878749 0.666453 0.776609 0.815919 0.626939 0.556788 0.957823 0.766173 0.680071 0.759301 1.08319 0.558962 0.844577 0.539868 0.757339 0.597532 0.552266 0.530923 1.29329 0.618487 0.512857 0.509855 0.778833 0.666708 0.613249 0.551784
threshold=0.10920500000000001 0.26450500000000005 -0.089679999999999982 -0.56368999999999991 0.42240500000000009 0.097070000000000004 0.082070000000000018 -0.064119999999999996 0.084680000000000019 0.086920000000000011 0.056735000000000001 -0.13033999999999998 -0.15956499999999998 0.11144500000000002 -0.059624999999999991 -0.0036699999999999992 0.089605000000000018 -0.13843999999999998 -0.040504999999999992 0.093765000000000015 -0.046924999999999988 -0.098364999999999994 -0.084084999999999979 -0.24190499999999995 0.087830000000000005 0.084055000000000005 -0.04127999999999999 -0.092404999999999973 -0.085409999999999986 0.063455000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 -3 24 9 21 -8 17 12 11 -11 -4 25 -15 -13 -17 -2 19 20 -19 -7 -23 -24 -5 26 -14 -28 -29 -27
right_child=1 3 5 4 -6 6 7 -9 -10 10 -12 15 13 14 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 29 27 28 -30 -31
leaf_value=8.6182969485218663e-05 0.0003123806476664777 0.0012520408067930515 0.0021683937366401723 0.00031783346480498557 -0.00055412592073941888 0.0018686852781364821 0.0010735521771725516 -0.00028068347220437895 0.00044318344871541372 0.00014875044938491969 -7.8683648414971434e-05 0.0019290050781088349 0.00067099154203852161 0.0012289239981850112 -0.00031513366876195087 0.0012267533456167985 0.00028955502654528381 0.0012006159796252374 0.00051255002729501907 0.0010230949555014872 0.0023264570590078148 -0.00030101597004229179 0.0017247659647459637 0.001078050337719587 0.0012297275255143503 0.001269191801957328 0.002404543158389217 0.0018731874413878361 0.001154326066571685 0.0020587992185132605
leaf_weight=20 28 25 29 200 34 28 29 26 81 22 20 31 25 42 21 400 32 25 43 68 29 20 50 514 21 1047 35 82 66 28
leaf_count=20 28 25 29 200 34 28 29 26 81 22 20 31 25 42 21 400 32 25 43 68 29 20 50 514 21 1047 35 82 66 28
internal_value=0 0.000605756 0.00120716 0.000363756 0.000276669 0.00121596 0.00106521 0.000433368 0.000853056 0.00126944 0.00111181 0.0011609 0.00132734 0.00130922 0.000714238 0.001209 0.00115733 0.00102507 0.00114602 0.00136929 0.00180523 0.00112199 0.00108619 0.00113538 0.000404484 0.00133843 0.00159 0.00171555 0.00155261 0.00128976
internal_weight=0 554 2567 280 255 2547 667 55 274 1880 505 485 1375 1346 63 463 432 193 165 122 54 612 584 564 221 1283 208 183 148 1075
internal_count=3121 554 2567 280 255 2547 667 55 274 1880 505 485 1375 1346 63 463 432 193 165 122 54 612 584 564 221 1283 208 183 148 1075
is_linear=0
shrinkage=0.00555105


Tree=1694
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 11 1 2 4 47 2 12 1 2 1 4 3 14 4 1 15 51 4 3 16 43 3 12 0
split_gain=272.335 46.0554 28.2228 23.4515 19.0352 14.3404 10.8583 10.8235 9.93092 9.01997 8.9949 6.94457 3.52259 3.43765 3.33629 3.11909 4.5209 3.04045 2.7943 2.90782 2.78381 2.76078 2.55651 2.40589 2.86438 2.33147 2.60747 3.34094 2.24354 1.96877
threshold=0.104035 -0.40967499999999996 0.13471500000000003 -0.029094999999999999 0.088105000000000003 0.36766000000000004 1.0000000180025095e-35 0.09253500000000002 0.089885000000000007 0.40473500000000007 0.13082500000000002 0.13712500000000002 0.09320500000000001 0.16540500000000002 0.094835000000000017 0.088975000000000012 -0.087894999999999987 -0.12711499999999995 -1.0000000180025095e-35 0.51164000000000009 0.11669000000000002 -0.053579999999999996 -0.085989999999999997 -0.082769999999999982 0.090900000000000009 0.19444000000000003 0.0010100000000000003 -0.098469999999999988 0.087005000000000013 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 18 6 8 14 17 -6 13 15 -8 -4 -1 25 -17 -5 19 -3 22 -16 -20 -19 -25 26 28 -28 29 -10
right_child=1 2 10 5 9 -7 12 -9 11 -11 -12 -13 -14 -15 21 16 -18 23 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0027246313463919407 0.0025191242901478443 0.0018477394773023146 0.00071274538690635145 0.0020751436403906413 0.0022590031980855084 0.0012183723766855765 0.0031393207026677345 0.0014241198419196928 0.0025456386568136545 0.0013686835659792731 0.0016210461091321739 0.0017257584308029085 0.0026286510392923785 5.7457501465291426e-05 0.0023450821551371996 0.0025433679078877597 0.0016813373367493231 0.0027069088545925539 0.00080628192544170564 0.0011047995338946096 0.00096228322774138985 0.0016141819297867464 0.0013864516330121795 0.0025712820264133921 0.0020067179313759957 0.0022655202332799791 0.0017439595813239543 0.002401331097761362 0.0025000000428330713 0.0031153315148715194
leaf_weight=26 76 34 147 27 85 20 88 67 29 40 25 38 51 22 30 26 33 359 21 20 87 21 134 911 22 158 21 154 320 29
leaf_count=26 76 34 147 27 85 20 88 67 29 40 25 38 51 22 30 26 33 359 21 20 87 21 134 911 22 158 21 154 320 29
internal_value=0 0.0013837 0.00124338 0.00248367 0.00146821 0.00252179 0.0025333 0.00187852 0.00250594 0.0019741 0.000755483 0.00237096 0.00295195 0.000627442 0.00227391 0.00240281 0.00206122 0.00258862 0.00125458 0.00157258 0.00118362 0.00204412 0.00130785 0.00259935 0.00255797 0.00243115 0.00247847 0.00232245 0.00255071 0.00283049
internal_weight=0 691 615 2430 421 2286 2266 144 2127 125 194 808 139 169 77 770 59 1319 296 54 242 51 155 1292 933 711 553 175 378 58
internal_count=3121 691 615 2430 421 2286 2266 144 2127 125 194 808 139 169 77 770 59 1319 296 54 242 51 155 1292 933 711 553 175 378 58
is_linear=0
shrinkage=0.00154607


Tree=1695
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 16 47 51 484 2 52 47 0 14 9 4 52 4 49 1 2 482 131 4 15 10 3 0 15 41
split_gain=5.47652 1.43316 1.01678 1.2007 1.22362 1.04551 1.02476 1.22544 1.0039 1.06041 0.982847 0.697645 0.75896 0.708218 0.628752 0.614984 0.595247 0.500592 0.532411 0.485323 0.471291 0.583987 0.726588 1.06948 1.20368 0.575917 0.587988 0.468018 0.726849 0.543535
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 -0.0091949999999999983 -0.059649999999999988 -0.0087049999999999992 0.077555000000000013 0.090230000000000019 0.015535000000000002 0.087995000000000004 -0.11592499999999999 0.085505000000000012 -0.040504999999999992 -0.46166999999999997 0.081890000000000004 0.40124500000000002 -0.24456499999999998 0.022185000000000003 0.10440000000000001 0.11323000000000001 0.13501500000000002 0.08673500000000002 0.08844500000000001 0.015030000000000002 -0.40580499999999992 0.094860000000000014 0.0022600000000000003 -0.14226499999999997 0.13592500000000005 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 19 7 8 9 -6 -7 13 17 -2 15 27 -5 -13 -19 -4 25 22 23 -22 -25 -15 -27 -3 29 -29
right_child=11 14 5 4 6 10 -8 -9 -10 -11 -12 12 -14 20 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00047957062804960729 0.0011586108699746848 0.0017958115626213061 0.0012650307176993497 0.00099278064753510558 0.0022914817521894368 0.00088245217457151017 0.0018618009968428945 -0.00051641539316365484 -0.00016098837689932955 0.00096265767372871497 -0.00057206730341976663 0.0019424638568425849 -9.733856560512107e-05 0.00079184798541796515 0.0022009440627607721 0.00042723229750001165 0.0020381332079207038 0.0013244816040512081 0.00022322963732795273 0.00038158270580238691 0.00043124786774302744 0.00086284724912476989 0.0007454892035343105 -0.00015113621094513862 -0.0020587640042032109 0.00063079063941880913 -0.00079764138431717604 0.0013488893292812594 0.00055506207019555775 0.00047485179999839304
leaf_weight=72 32 75 71 24 26 28 44 20 21 105 38 21 21 75 29 26 89 39 25 31 26 20 20 24 22 20 20 1990 42 25
leaf_count=72 32 75 71 24 26 28 44 20 21 105 38 21 21 75 29 26 89 39 25 31 26 20 20 24 22 20 20 1990 42 25
internal_value=0 0.0012708 0.00100744 0.00116862 0.00131942 0.000622716 0.00105957 0.000854352 0.00103472 0.00122639 4.50016e-05 0.00050293 0.000905501 0.000338171 0.00133932 0.00132774 0.00181611 0.00115326 0.000894305 0.000996532 0.000222514 -4.94724e-05 -0.000247803 -0.000523717 -0.00106348 0.000487405 -8.34254e-05 0.00133872 0.00132206 0.00133805
internal_weight=0 2756 569 401 329 168 216 172 152 131 66 365 106 259 2187 2158 113 85 64 102 227 112 92 72 46 115 40 2132 2057 2015
internal_count=3121 2756 569 401 329 168 216 172 152 131 66 365 106 259 2187 2158 113 85 64 102 227 112 92 72 46 115 40 2132 2057 2015
is_linear=0
shrinkage=0.00589082


Tree=1696
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 47 4 0 49 2 1 2 4 34 3 2 4 12 4 131 15 3 3 52 0 0 43
split_gain=273.439 46.05 27.4702 20.6523 16.5327 12.8153 9.61368 8.52716 7.85138 6.77347 5.46301 8.58333 5.4136 5.18556 4.93346 4.4259 3.9834 3.92926 3.58434 3.52834 3.449 3.47005 3.30187 3.51425 3.19648 3.0224 2.8463 2.81113 2.75527 3.79909
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.27834500000000006 -0.10607499999999999 0.082865000000000008 0.13501500000000002 0.085345000000000018 0.14285500000000004 0.0082450000000000006 -1.0000000180025095e-35 0.11658 0.094835000000000017 0.27834500000000006 0.087765000000000024 -0.52556499999999995 0.082750000000000004 -0.41942499999999994 -0.13927999999999999 0.31534000000000006 -0.024714999999999997 -0.14454499999999995 -0.06563999999999999 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 10 18 14 -6 11 13 17 27 16 20 -4 -7 -5 -18 21 -12 23 -16 -23 -25 -3 -1 -22 -30
right_child=1 2 8 7 9 12 -8 -9 -10 -11 15 -13 -14 -15 22 -17 19 -19 -20 -21 28 24 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0027151557155565493 0.0023986844730018281 0.0010834593605660069 0.00057752769280184886 0.0026191189792564118 0.0022043356347410522 0.0022522906731752995 0.0029324703161960814 0.0014244733426263451 0.0014811609886663107 0.0014230237476354644 0.0031236910389533328 0.0028020486860756899 0.0016390093671132904 0.0016504715094318384 0.00078048436990903734 0.0021616963966649434 0.0014978400993921569 0.0015863508762213969 0.0019163228245706048 0.00090534760926519605 0.0024259589276884154 0.001988511337071776 0.0010396782501249607 0.0004478047749214458 0.002540436560778723 -0.00027793291280758575 0.0014075816451042237 0.0020188824701804524 0.0016197611196268941 0.0024013530062054864
leaf_weight=20 76 108 45 24 72 315 83 64 37 35 21 33 39 57 29 107 32 20 43 64 790 23 20 29 704 21 123 32 22 33
leaf_count=20 76 108 45 24 72 315 83 64 37 35 21 33 39 57 29 107 32 20 43 64 790 23 20 29 704 21 123 32 22 33
internal_value=0 0.00132881 0.0011966 0.00236744 0.00147534 0.0023995 0.00244745 0.00180479 0.00085647 0.00194877 0.00242559 0.00215107 0.00215273 0.00195398 0.000760163 0.00244852 0.000935191 0.00221253 0.00216807 0.00110285 0.00246779 0.00253984 0.000510882 0.00037701 0.00252298 0.000142995 0.00125604 0.00228668 0.00240401 0.00208872
internal_weight=0 691 615 2430 338 2299 1925 131 277 107 1842 142 374 109 240 1700 141 335 67 96 1593 748 99 79 727 50 231 52 845 55
internal_count=3121 691 615 2430 338 2299 1925 131 277 107 1842 142 374 109 240 1700 141 335 67 96 1593 748 99 79 727 50 231 52 845 55
is_linear=0
shrinkage=0.00145689


Tree=1697
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 4 2 2 14 11 49 1 4 2 1 1 11 40 15 1 0 12 4 49 13 52
split_gain=306.727 50.2254 25.45 23.5719 17.6205 15.2799 13.8158 11.6448 10.215 9.60382 11.4331 8.2507 7.72557 4.91308 4.52566 4.37575 5.54523 3.87149 3.64879 3.23818 2.7058 2.68358 2.59343 2.43424 2.38274 2.26356 2.26148 3.07308 2.14821 2.06364
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.089775000000000008 0.09253500000000002 -0.17966999999999997 1.0000000180025095e-35 0.13712500000000002 0.062655000000000016 1.0000000180025095e-35 -0.054984999999999992 0.088975000000000012 -0.087894999999999987 0.094835000000000017 0.16175000000000003 0.11654500000000001 0.084680000000000019 -0.078554999999999986 -0.053579999999999996 0.085345000000000018 -0.15931499999999996 0.095780000000000018 0.42642000000000008 -0.054984999999999992 0.049530000000000012 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 14 6 7 21 12 17 -8 -11 13 23 15 -2 25 -17 -1 -6 26 -16 -3 -19 29 -25 -9 27 -12 -26 -4
right_child=1 4 5 -5 18 -7 9 11 -10 10 19 -13 -14 -15 20 16 -18 22 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0026932186414470164 0.0016982803772432097 0.0010694512005685144 0.0026348787469105341 0.0013267675544695937 0.00074667370216075239 0.0012659121314544477 0.0023561492782422136 0.0024865575617714448 0.0014819747020268028 0.0021882516798143173 0.0016407195307699988 0.0017419671750351789 0.0031038444227590115 0.002766319243363272 0.0022383665725899202 0.002514097325749952 0.0016378307202153915 0.0022854646850145486 8.5474493639505034e-05 0.0010082722191404462 0.0026936587970403649 0.00059367103269059203 0.0016310100305751763 0.0020352163889763362 0.0025501130730034671 0.0023241938653495542 0.0018004469237447418 0.0011093484183660003 0.0021981516541934717 0.0021917727561730914
leaf_weight=26 24 46 846 85 90 20 22 421 67 30 34 38 60 77 89 26 34 30 21 75 38 51 21 22 381 300 22 64 39 22
leaf_count=26 24 46 846 85 90 20 22 421 67 30 34 38 60 77 89 26 34 30 21 75 38 51 21 22 381 300 22 64 39 22
internal_value=0 0.00139374 0.0024722 0.00192842 0.0011164 0.00250889 0.00127607 0.00251986 0.0018898 0.00145545 0.00136738 0.00239325 0.00260267 0.0024221 0.0022671 0.00238816 0.00201755 0.00224466 0.000621582 0.00124109 0.0023746 0.000819299 0.00201598 0.00257971 0.00249343 0.002419 0.0013866 0.0012937 0.00251743 0.00262365
internal_weight=0 691 2430 236 455 2286 344 2266 144 247 225 896 1370 858 151 781 60 77 111 195 127 97 51 1310 442 721 120 98 420 868
internal_count=3121 691 2430 236 455 2286 344 2266 144 247 225 896 1370 858 151 781 60 77 111 195 127 97 51 1310 442 721 120 98 420 868
is_linear=0
shrinkage=0.00142833


Tree=1698
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 4 1 2 2 4 16 1 0 3 131 3 1 15 11 13 131 47 12 3 3 1 0
split_gain=318.115 48.8813 32.151 26.6015 19.2993 14.62 8.6948 8.6364 8.5759 8.30997 7.55234 6.01959 7.5894 5.94095 5.28486 5.624 3.84488 3.4868 3.41046 3.14224 2.71632 2.40763 2.40257 2.21895 2.17655 2.10225 2.06154 1.87976 1.82521 1.82396
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 -1.0000000180025095e-35 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.14285500000000004 0.40945500000000007 -0.52595999999999987 0.086920000000000011 -0.097024999999999986 -0.14847999999999997 0.086835000000000009 -0.10217499999999997 0.15799000000000005 -0.095869999999999983 0.075910000000000019 0.049530000000000012 0.091440000000000007 0.10648500000000001 0.092550000000000007 1.0000000180025095e-35 0.0068900000000000012 0.11588000000000001 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 24 6 14 -4 28 -5 13 12 27 -7 -1 20 21 19 -18 -13 -16 -15 -17 -2 26 29 -3 -9 -6 -20
right_child=1 2 7 9 8 10 -8 11 -10 -11 -12 17 -14 16 15 22 18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025618416026318637 0.0025765029274216742 0.00098126242630137972 0.0015596210117110984 0.0022572359115180783 0.0024907167333874489 0.001504405749356946 0.0030569101458175923 0.00096909956762039314 0.00130399599929547 0.0013274062549209827 0.0014606778146412334 0.00039941802240515837 0.00059215612639488451 0.002194544873261798 0.0022815016705654153 0.002481205464986304 0.0017308257179695415 0.00089932617626644208 0.0022275143385846433 -0.00027026153425459601 0.0016350448663800849 0.0028086697342646337 0.002104071475686425 0.0019854787363381161 0.0016166966156135707 0.0022319542311139127 0.0012890561218941398 0.0015731349884065648 0.0020022824810509419 0.0025711672230329151
leaf_weight=1245 54 101 26 34 39 21 70 20 30 63 26 60 95 20 28 329 25 22 55 22 32 55 44 20 24 301 99 29 32 100
leaf_count=1245 54 101 26 34 39 21 70 20 30 63 26 60 95 20 28 329 25 22 55 22 32 55 44 20 24 301 99 29 32 100
internal_value=0 0.00125454 0.00111097 0.00243121 0.0014334 0.00246331 0.00253351 0.000728512 0.00198347 0.00165333 0.0022598 0.00064138 0.000842068 0.0022958 0.00251168 0.00236743 0.0023257 0.000363505 0.00227592 0.000219748 0.00193672 0.0026449 0.00243672 0.00241677 0.00118538 0.00230581 0.00113362 0.00132659 0.00227058 0.00244923
internal_weight=0 673 599 2448 325 2351 1748 274 101 97 603 248 144 577 1678 433 556 104 481 82 60 75 373 74 224 456 200 49 71 155
internal_count=3121 673 599 2448 325 2351 1748 274 101 97 603 248 144 577 1678 433 556 104 481 82 60 75 373 74 224 456 200 49 71 155
is_linear=0
shrinkage=0.00151575


Tree=1699
num_leaves=31
num_cat=0
split_feature=1 4 1 12 4 2 14 4 132 3 3 4 49 0 13 16 160 4 16 49 43 131 1 2 43 159 16 12 43 43
split_gain=8.25095 1.92288 1.44277 1.17366 0.918138 0.74685 0.844561 0.740459 0.63065 0.724693 1.56527 0.95686 0.587936 0.765299 0.791297 0.738873 0.576421 1.12473 0.762582 0.880389 0.607492 0.570292 0.690476 1.27991 1.18039 1.45463 0.719581 0.714811 1.56711 0.62715
threshold=0.10293500000000001 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.40124500000000002 0.095545000000000005 0.076975000000000002 0.23246000000000003 0.10240500000000001 -0.13927999999999999 -0.10519499999999998 -0.15464999999999998 -1.0000000180025095e-35 -0.040504999999999992 -0.059629999999999996 -0.27167499999999994 -1.0000000180025095e-35 0.51388000000000011 -0.020119999999999996 -0.052259999999999994 -0.078139999999999973 0.090495000000000006 0.080270000000000022 0.089775000000000008 -0.08231999999999999 1.0000000180025095e-35 0.19444000000000003 0.093965000000000007 0.055925000000000009 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 5 6 21 -5 9 11 -11 -7 -4 15 -15 -14 17 -3 20 -20 -18 22 26 24 25 -24 -1 -26 -29 -23
right_child=1 2 12 7 -6 8 -8 -9 -10 10 -12 -13 13 14 -16 -17 18 -19 19 -21 -22 29 23 -25 27 -27 -28 28 -30 -31
leaf_value=0.0016765359788389802 0.0017689443864124898 0.0015768232572675137 -0.00038498087425361036 0.0016035450695909949 0.00041070046383148267 0.0025750018802091013 0.0022362847928883078 0.00084655026072679774 0.00070354362017113856 -0.00017320169915409846 0.0014434575761176254 0.0010449485397232533 0.00040858334374528095 -0.00079638366423976238 0.00057304638669352335 0.001562601794639991 0.0002099682126402215 0.00023031708609362771 0.0007452001723359398 -0.00052528813952425191 0.00098707440384479821 0.0017704174775542857 0.0012959722124937173 0.00030418225504999437 0.0017410696248548821 -0.00047880530573045382 0.00095234284287752853 -2.266090745649163e-05 0.0018567073171079659 0.0027420767526340618
leaf_weight=1005 70 59 31 106 22 38 71 68 39 20 480 20 46 24 31 29 43 30 34 36 129 189 57 33 263 20 46 25 33 24
leaf_count=1005 70 59 31 106 22 38 71 68 39 20 480 20 46 24 31 29 43 30 34 36 129 189 57 33 263 20 46 25 33 24
internal_value=0 0.000876256 0.00078243 0.00093123 0.00156205 0.00157276 0.00163129 0.00130771 0.00139964 0.00144829 0.00137879 0.0020474 0.000315696 0.000482781 -2.45231e-05 0.000854804 0.000733323 0.00112294 0.000590032 9.18062e-05 0.000792798 0.00160595 0.00156658 0.00137573 0.00146457 0.000834991 0.00164484 0.0016156 0.00104663 0.0018799
internal_weight=0 736 666 505 2385 2363 1766 174 597 558 500 58 161 130 55 75 331 89 242 70 172 1695 1482 431 398 77 1051 321 58 213
internal_count=3121 736 666 505 2385 2363 1766 174 597 558 500 58 161 130 55 75 331 89 242 70 172 1695 1482 431 398 77 1051 321 58 213
is_linear=0
shrinkage=0.00566207


Tree=1700
num_leaves=31
num_cat=0
split_feature=1 4 2 15 12 10 10 0 133 376 14 3 4 15 4 9 43 131 49 1212 1212 11 3 402 12 15 12 1213 1212 132
split_gain=6.68327 1.64264 1.5938 1.00757 0.978501 0.780615 0.757862 0.68975 0.659322 1.0555 0.801326 0.604911 0.680902 1.24271 0.601733 0.576348 0.559418 0.883886 0.679379 0.642367 1.16156 0.607508 0.589173 0.574312 0.571494 0.866025 0.566831 0.562292 0.697315 0.567062
threshold=0.10293500000000001 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 0.088105000000000003 -0.086389999999999981 -0.39840999999999999 0.22582000000000002 0.089200000000000015 0.088055000000000008 -0.46413499999999996 0.092670000000000016 -0.059649999999999988 -0.059484999999999989 0.51388000000000011 0.092235000000000011 0.0016850000000000001 0.023795 0.12011500000000001 -0.014129999999999998 -0.42670499999999995 1.0000000180025095e-35 -0.076514999999999986 0.2506000000000001 0.08598500000000002 0.086715000000000014 0.083370000000000014 0.12428000000000002 0.10909000000000001 0.13958500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 6 8 -1 -4 11 10 -10 -3 16 -13 -14 -8 -6 18 21 19 20 -7 26 -20 27 -22 -26 -18 28 29 -21
right_child=1 2 3 -5 15 7 14 -9 9 -11 -12 12 13 -15 -16 -17 17 -19 22 23 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00029776961011591051 0.0015218200829114268 0.0018949437670262507 0.0014528522619420147 -0.00074082363542229263 0.0013355521191658803 0.00097930463300753448 0.00049844028393901266 0.0004015491753846524 -0.00067593409303033744 0.0010611925185681013 0.00069303387835394005 0.0014592408537789539 0.0012441307170512161 -0.00057013924073866739 -0.00048119441605363978 0.00031482616421311472 0.00056877012227083399 0.0023462060014387037 0.0015013918925166317 0.0015375752648723805 0.0028396492455738174 0.0022108471151713592 0.00050381151611748225 0.00054039399068049187 0.00097978075444088517 0.0024632917182011785 0.0012566981333196003 0.0022490730523726521 0.00046357449614667986 0.00064266821183480696
leaf_weight=20 93 20 20 31 152 31 75 21 28 20 247 62 34 20 29 21 45 25 39 1480 36 20 40 20 21 35 356 35 21 24
leaf_count=20 93 20 20 31 152 31 75 21 28 20 247 62 34 20 29 21 45 25 39 1480 36 20 40 20 21 35 356 35 21 24
internal_value=0 0.000804403 0.000700639 0.000190451 0.000862687 0.00143396 0.00042327 0.00144357 0.000671035 4.78687e-05 0.000783065 0.0014529 0.0010463 0.000572179 0.000225273 0.00121165 0.00147407 0.00129115 0.00151985 0.00154414 0.00194615 0.00122849 0.000996288 0.00151285 0.00227193 0.00190698 0.0011795 0.00152531 0.0015087 0.00152329
internal_weight=0 736 643 155 488 2385 124 2365 315 48 267 2344 116 54 104 173 2228 446 1782 1703 123 421 79 1580 92 56 401 1560 1525 1504
internal_count=3121 736 643 155 488 2385 124 2365 315 48 267 2344 116 54 104 173 2228 446 1782 1703 123 421 79 1580 92 56 401 1560 1525 1504
is_linear=0
shrinkage=0.00577531


Tree=1701
num_leaves=31
num_cat=0
split_feature=1 12 44 2 2 4 3 151 2 3 10 123 34 0 12 13 4 151 13 3 11 2 4 4 15 52 13 159 51 2
split_gain=5.46679 1.42156 1.03724 0.996174 0.941162 1.38197 1.04945 1.31019 1.02169 0.845142 0.732608 0.844383 0.824629 0.811062 0.883872 0.76054 0.618317 0.55148 0.543421 1.01558 0.540086 1.16957 0.884764 1.55847 0.727721 1.70529 0.539712 0.587926 0.518914 0.543129
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 -0.0091949999999999983 -0.059649999999999988 0.092670000000000016 -0.010154999999999999 0.096015000000000017 -0.11171999999999999 -0.005834999999999999 0.12630500000000003 -0.038779999999999995 -0.019414999999999998 -0.088589999999999988 -0.28558999999999996 0.038415000000000012 -0.086654999999999982 -0.004174999999999999 0.083060000000000009 1.0000000180025095e-35 0.081685000000000021 -0.14098499999999997 -0.46376499999999993 0.040760000000000005 -0.046924999999999988 0.10935500000000002 0.10323000000000002 0.14122000000000004 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 18 -5 13 12 -12 14 -2 -14 20 -10 -7 -20 22 -22 23 -3 25 -23 27 28 29 -17
right_child=10 16 -4 9 5 6 7 -9 17 -11 11 -13 15 -15 -16 26 -18 -19 19 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046568295926789508 0.0011910135148525661 0.0016153868467789372 0.0019156845465965308 -0.00052722390354919765 0.0016388960014091564 0.0010041938634808595 0.0010576100692860177 -0.0008886890342389395 -0.00011325416368354798 0.00066717763477384224 -0.00036441058385925854 -0.00048828877193066145 0.00024828501966287013 -0.00089032884424253311 -0.00021724517657534145 0.0011283499235175925 0.0010088414503027054 0.00093436591979448281 0.0027724253471593028 0.0011490018333797807 0.0026562779145404189 0.0014915473162047863 0.0012661350017337471 -0.00032022794433583595 0.0020267217475887426 -0.00028739874168230906 0.00021126048495178943 0.0018230446226544187 0.0016973514447909371 0.00036620826680334334
leaf_weight=71 22 22 30 20 113 37 21 20 22 143 21 20 64 22 33 58 305 46 21 25 25 79 1671 28 37 20 26 25 21 53
leaf_count=71 22 22 30 20 113 37 21 20 22 143 21 20 64 22 33 58 305 46 21 25 25 79 1671 28 37 20 26 25 21 53
internal_value=0 0.00117311 0.000930787 0.000875969 0.00103001 0.00116138 0.000880346 0.000108196 0.00109 0.000520625 0.000464341 0.000590411 0.000670911 -7.19517e-06 0.000346058 0.000758935 0.00123615 0.00059543 0.00149519 0.00189013 0.00127299 0.00157441 0.00124479 0.000531443 0.00137554 0.00113216 0.000937522 0.0010578 0.000912861 0.000764444
internal_weight=0 2756 569 539 376 305 192 41 151 163 365 288 268 77 55 247 2187 68 83 46 1882 161 1721 50 136 99 183 157 132 111
internal_count=3121 2756 569 539 376 305 192 41 151 163 365 288 268 77 55 247 2187 68 83 46 1882 161 1721 50 136 99 183 157 132 111
is_linear=0
shrinkage=0.0054422


Tree=1702
num_leaves=31
num_cat=0
split_feature=1 12 483 45 1 2 39 157 10 1 123 10 133 3 4 9 4 133 13 42 2 4 43 52 157 51 16 52 49 156
split_gain=4.4281 1.15147 0.871828 0.794717 0.692608 0.789061 0.607664 0.606103 0.593412 0.704548 0.68395 0.689718 0.660533 0.817442 0.620766 0.558868 0.56242 0.507095 0.925603 0.711411 0.584939 0.503989 0.502739 0.818667 0.423872 0.584061 0.54681 0.767807 0.72032 0.718559
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 0.081955000000000014 0.08864000000000001 0.081685000000000021 0.10076500000000001 -0.078969999999999985 -0.005834999999999999 0.14860500000000001 0.12630500000000003 1.0000000180025095e-35 -0.040449999999999993 -0.096099999999999977 0.50996500000000011 0.081890000000000004 0.40124500000000002 0.087435000000000013 -0.0093149999999999986 0.086665000000000006 0.08647500000000001 -0.029144999999999997 0.016310000000000002 0.048520000000000008 -0.48214999999999997 0.16385000000000002 0.042200000000000008 -0.14488499999999996 -0.14917999999999998 -0.031569999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 22 -6 9 -2 11 12 -10 -14 -13 16 24 19 -19 20 -9 -15 23 -7 -3 26 27 -26 -29 -28
right_child=8 15 3 -5 7 6 -8 17 10 -11 -12 14 13 21 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0022143267947485326 0.0003857351357811757 0.0020495077476629484 -5.6180011418401127e-06 0.0020804162754544625 -0.00011943267762120764 0.0013534365474344597 0.00054271948345976418 0.0017516673957718406 2.7387110545976836e-05 -0.00099142433951090818 -0.00052519524540583595 -0.00082342565482876079 0.0022344540204402787 0.0015786246215953401 0.00066754629147431342 0.0022264598478444956 0.00036673278550723471 0.00097334376099435021 -0.0008726943112863639 0.00019976761079687551 0.00090767946315698129 0.0006906216949435466 0.00067939878366173956 0.0025580885599398289 0.0020999681949802518 0.00041646586375256229 0.0018140494715142444 0.00018770623074069697 0.0013728169789551719 0.0010165978995152146
leaf_weight=24 55 34 20 25 33 75 31 44 33 22 20 21 21 34 27 29 26 27 20 47 165 132 23 35 61 30 55 22 1565 365
leaf_count=24 55 34 20 25 33 75 31 44 33 22 20 21 21 34 27 29 26 27 20 47 165 132 23 35 61 30 55 22 1565 365
internal_value=0 0.00126177 0.00100114 0.000947714 0.000893257 0.00121402 0.00136275 0.000717603 0.000499437 -7.739e-06 0.000635037 0.000721621 0.000875739 0.00102545 1.52461e-05 0.00132958 0.00131753 0.000808766 0.000187796 0.000922772 0.00108536 0.000872502 0.00155389 0.00173673 0.00132912 0.00131745 0.00133052 0.00138391 0.00135639 0.00112103
internal_weight=0 2756 569 545 520 184 164 336 365 77 288 268 220 187 48 2187 2158 303 47 256 209 166 133 110 2132 2098 2068 1648 1587 420
internal_count=3121 2756 569 545 520 184 164 336 365 77 288 268 220 187 48 2187 2158 303 47 256 209 166 133 110 2132 2098 2068 1648 1587 420
is_linear=0
shrinkage=0.00650394


Tree=1703
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 10 14 2 1 2 4 4 0 150 3 0 150 123 4 0 16 12 3 0 1 4 3 47 15
split_gain=276.534 45.6926 26.2821 22.2938 18.4433 14.1373 8.52367 7.60988 7.50051 7.19107 6.92123 6.50013 4.64285 6.2139 5.84925 4.2609 3.83191 3.74368 3.43488 3.06252 3.98632 2.52713 2.4785 2.38073 2.16916 2.14993 2.10586 1.94431 1.8215 1.81906
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 -0.014199999999999999 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.11474000000000002 0.42051500000000003 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.30112000000000005 -0.14832499999999996 1.0000000180025095e-35 0.088205000000000019 -0.55119499999999988 -0.079119999999999982 -0.050529999999999999 0.096990000000000007 -0.12711499999999995 -0.075934999999999989 0.14262000000000002 0.23246000000000003 -0.010424999999999999 0.090100000000000013 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 7 25 12 17 -5 26 15 13 29 16 18 -14 22 24 -15 -21 -18 -7 -22 -8 -4 -6 -13 -3 -1
right_child=1 2 6 9 10 8 11 -9 -10 -11 -12 27 14 19 -16 -17 21 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020464714149706427 0.0022842201374930569 0.0010633630567445814 0.00051344532630420107 0.0020926433184144614 0.0022414616492157113 0.0022337673826902304 0.0012105873902539762 0.002749120327215443 0.0014491590258628026 0.0012775638304649221 0.0012105792537611011 0.00091597147525948825 0.0027546725778287619 0.0028563379309522819 0.0014305264102508742 0.00064625273165545155 0.0021980709755823106 0.0015772694223564231 0.00079639626803872446 0.0023739525776164633 0.0018523242630124395 0.0017536881073160211 0.0019991093655302135 0.0022423888771845452 0.0017679430747041013 -5.2188391763876462e-05 0.001750429276545703 0.0005207801042376569 0.001431717972650153 0.0015188995426779514
leaf_weight=40 71 190 29 34 49 204 29 79 41 63 26 37 21 23 24 27 125 27 20 1149 35 33 167 363 28 26 28 81 32 20
leaf_count=40 71 190 29 34 49 204 29 79 41 63 26 37 21 23 24 27 125 27 20 1149 35 33 167 363 28 26 28 81 32 20
internal_value=0 0.00120051 0.0010727 0.00223431 0.00134822 0.002262 0.000749434 0.00231507 0.00203085 0.00156326 0.00184775 0.000874146 0.00229636 0.00232173 0.00209267 0.00113448 0.00218145 0.00209077 0.00130568 0.00233897 0.00233128 0.00210526 0.00212814 0.00220809 0.00148438 0.000246055 0.0020629 0.000644696 0.00111646 0.00187061
internal_weight=0 673 602 2448 325 2351 277 1912 439 97 103 222 1833 1630 203 104 179 398 77 1570 1547 158 371 398 57 55 77 118 222 60
internal_count=3121 673 602 2448 325 2351 277 1912 439 97 103 222 1833 1630 203 104 179 398 77 1570 1547 158 371 398 57 55 77 118 222 60
is_linear=0
shrinkage=0.00142833


Tree=1704
num_leaves=31
num_cat=0
split_feature=1 4 2 15 9 132 42 43 14 49 4 10 12 11 43 16 16 159 129 455 3 43 13 43 160 3 457 15 403 16
split_gain=4.60504 1.17244 1.14606 0.803551 0.720698 0.780732 0.66689 0.862437 0.842026 0.78567 0.6517 0.649375 0.511043 0.619361 1.01853 0.719161 0.891064 1.89747 0.6159 0.594258 0.610355 0.723008 0.556132 0.573602 0.538034 0.53388 0.515645 0.707055 0.635555 1.36435
threshold=0.10293500000000001 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.120215 1.0000000180025095e-35 -0.22253999999999999 0.0093850000000000027 0.40124500000000002 -0.39840999999999999 0.11734000000000001 1.0000000180025095e-35 -0.20207499999999998 0.0057500000000000008 0.066275000000000014 0.088800000000000004 0.11234000000000001 0.088965000000000002 0.092670000000000016 0.0016850000000000001 0.00084500000000000016 -0.43469499999999994 0.05259500000000001 -0.055119999999999995 -1.0000000180025095e-35 -0.085319999999999993 -0.52336499999999997 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 4 11 -3 -6 7 8 -7 -10 12 -4 13 15 -15 18 17 -17 19 20 21 22 26 -24 -22 -14 27 -1 29 -28
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12 -13 25 14 -16 16 -18 -19 -20 -21 24 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00025183240527371455 0.0011047634590240153 9.4335760152610491e-05 0.0011348546859488418 -0.00059984252356956916 -0.00018975895256649261 0.0014445454040444149 -0.00015171790618363225 0.0015545318148319628 0.00074039629983418335 4.7793770056431681e-05 0.00017071709928241044 0.00014561637106567298 0.00025429053765721249 0.00037226444976762947 0.0016162089802469397 0.00077646837983917476 0.00098985750006670551 -0.00088890949247480032 0.0019173824221650302 0.0018562023746664916 -8.0318469327551173e-05 0.00086966731870855886 0.00129340514315341 0.00068632054775335193 0.001019471663704344 0.0010712137957635452 -0.00021051298488400651 0.0010978947410564643 0.0012571022896440986 0.0011582756054155901
leaf_weight=34 93 58 20 31 24 36 20 34 267 49 22 104 42 20 99 98 331 21 22 24 22 341 57 127 23 39 24 94 866 79
leaf_count=34 93 58 20 31 24 36 20 34 267 49 22 104 42 20 99 98 331 21 22 24 22 341 57 127 23 39 24 94 866 79
internal_value=0 0.000577116 0.0005008 0.000124168 0.000620427 0.000691388 0.000743476 0.000789859 0.000715998 0.000632999 0.00103206 0.000305171 0.00104008 0.00105401 0.00140714 0.00103458 0.00085571 0.000482578 0.00108157 0.00107069 0.00105938 0.00107541 0.00113017 0.000874385 0.000481796 0.000647624 0.00117308 0.000873159 0.0012127 0.000839335
internal_weight=0 736 643 155 488 430 406 386 352 316 2385 124 2363 2282 119 2163 450 119 1713 1691 1667 1622 1281 184 45 81 1097 128 969 103
internal_count=3121 736 643 155 488 430 406 386 352 316 2385 124 2363 2282 119 2163 450 119 1713 1691 1667 1622 1281 184 45 81 1097 128 969 103
is_linear=0
shrinkage=0.00502775


Tree=1705
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 9 44 4 1 2 2 1 51 48 48 484 43 11 16 123 12 44 123 42 15 42 1186 0 1 52
split_gain=3.8259 1.36556 1.10478 1.08013 0.783933 0.760891 0.692702 0.638193 0.853979 1.09488 0.828074 0.976732 0.817111 0.820556 0.948664 0.685999 1.7919 0.633726 0.596192 0.701656 0.535005 0.491316 0.482702 0.472432 1.21481 0.726539 0.547768 0.451457 0.430097 0.481841
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.079859999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082249999999999976 0.091785000000000019 0.09358000000000001 -0.0091949999999999983 0.092695000000000013 -0.20636999999999997 0.092475000000000016 0.078735000000000013 0.085595000000000018 -0.011244999999999998 0.097680000000000017 -0.059624999999999991 0.08128500000000001 0.091085000000000013 0.097195000000000017 0.083965000000000012 0.085730000000000015 0.087685000000000013 0.088915000000000008 0.021560000000000003 -0.097024999999999986 0.11910500000000002 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 22 7 12 -9 10 -10 -12 -7 14 15 17 -17 23 -11 -20 -13 -8 -1 26 25 -25 -14 -22 -6 -30
right_child=3 -3 -4 -5 28 6 21 8 9 18 11 20 13 -15 -16 16 -18 -19 19 -21 27 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00034993100505719917 -0.0005223248148546086 -0.00015420129046782134 0.00032933591877893709 0.0016309218817632967 0.00070826163813892794 0.0025473096158613075 0.0027228112969033941 0.0011846765541102416 3.7901565893307801e-05 0.00092546947049720104 -8.1245272159918488e-05 0.0018713064155222701 0.0012348540792975508 0.00026776549009563085 0.0026182700733958066 -0.00086349847365996637 0.0018033598723450055 0.00024110425878298765 -0.00061906812340127256 0.00070394558489207323 0.00030269881251927214 0.0013263668846315629 0.00093904510864556889 0.0030041926886055091 0.00097197041316291019 0.0016837067976831377 0.0020663921403546218 0.0012297548943620083 -0.00054456443327211782 0.00038085711712467797
leaf_weight=21 39 33 65 28 132 22 20 1466 30 39 24 48 404 30 23 20 21 20 39 28 24 21 27 32 47 36 35 194 28 125
leaf_count=21 39 33 65 28 132 22 20 1466 30 39 24 48 404 30 23 20 21 20 39 28 24 21 27 32 47 36 35 194 28 125
internal_value=0 0.00113515 0.0011507 0.000429389 0.000325553 0.00117069 0.00118525 0.00117219 0.00111165 0.000860346 0.0010464 0.00115072 0.00133819 0.00129837 0.00134683 0.00129928 0.000502453 0.0013562 0.00029868 -6.61669e-05 0.00126188 0.00200756 0.000375118 0.00139645 0.00176026 0.00230511 0.00130115 0.00112769 0.000441578 0.000211499
internal_weight=0 2769 2736 352 324 2671 2623 2582 1892 426 320 290 690 668 638 615 41 574 106 67 266 41 48 554 115 68 439 218 285 153
internal_count=3121 2769 2736 352 324 2671 2623 2582 1892 426 320 290 690 668 638 615 41 574 106 67 266 41 48 554 115 68 439 218 285 153
is_linear=0
shrinkage=0.00637641


Tree=1706
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 1 14 2 49 13 1 51 0 157 3 1 13 0 1420 40 52 40 3 16 0 43
split_gain=380.169 61.7658 33.0853 30.6151 19.6837 19.3461 12.8579 10.9072 11.2224 9.95079 9.05769 7.76402 5.27622 4.88874 4.70001 3.74604 3.67743 2.85385 2.77273 2.52197 2.45119 2.37801 2.29934 2.27498 2.27417 2.17393 2.07068 3.3195 2.17761 3.33283
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14960000000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10855000000000002 0.09253500000000002 0.062655000000000016 0.092365000000000017 -0.054984999999999992 -0.0013449999999999996 0.089625000000000024 0.086310000000000012 -0.095504999999999993 -0.41266499999999995 0.11296500000000002 0.13075500000000004 -0.47860499999999995 -0.066689999999999985 -0.084814999999999988 -0.077714999999999992 -0.16675999999999999 -0.063404999999999989 0.090900000000000009 0.10994000000000002 -0.076579999999999995 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 10 23 18 -4 11 14 -2 25 22 20 -16 -13 -9 -5 -6 -18 -1 -3 -12 -10 28 -28 -24 -30
right_child=1 4 9 19 15 -7 -8 8 13 -11 24 17 -14 -15 16 -17 21 -19 -20 -21 -22 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.0028193441564749728 0.0013328575929552565 0.00059440576079401893 0.0019858763984394925 0.0010254246905903612 0.00019048873152193328 0.0013034999848330845 0.0011772106574951227 0.0016388127184897444 0.00087097792070256095 0.0010078913113933156 0.0022862016608474357 0.0025488062121538048 0.0020940827708639635 0.0010378805231814733 0.0017418409614049766 0.00042665462632021737 0.0022357228601694798 0.002081692855954856 0.0010121337505925383 0.0004666254556571126 -0.00044563813142610166 0.0017239384683206485 0.0023475953792038442 0.0001454665501101861 0.0028479942998264922 0.00043726536778663892 0.001575666443519241 0.0024150555089282122 0.0016418867346879103 0.0023353642201307608
leaf_weight=20 23 46 34 60 20 48 24 47 35 63 20 29 121 78 45 29 234 650 22 24 36 21 1093 50 65 82 20 20 24 38
leaf_count=20 23 46 34 60 20 48 24 47 35 63 20 29 121 78 45 29 234 650 22 24 36 21 1093 50 65 82 20 20 24 38
internal_value=0 0.000948151 0.00218452 0.00156476 0.000632228 0.00221893 0.00223801 0.000781116 0.000934037 0.00135069 0.00224918 0.0022311 0.0019725 0.000755357 0.00228912 1.64454e-06 0.00212582 0.00210164 0.001439 0.000865768 -0.00021845 0.00219358 0.00232944 0.000360583 0.00271581 0.000567008 0.00232124 0.00199536 0.00233253 0.00206692
internal_weight=0 673 2448 228 445 2351 2303 360 264 97 2279 2194 144 195 1515 85 300 679 69 84 56 255 1215 96 85 117 1195 40 1155 62
internal_count=3121 673 2448 228 445 2351 2303 360 264 97 2279 2194 144 195 1515 85 300 679 69 84 56 255 1215 96 85 117 1195 40 1155 62
is_linear=0
shrinkage=0.00145689


Tree=1707
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 1 2 2 2 4 1 0 47 52 12 131 2 51 49 4 1 2 52 52 51 16 133
split_gain=155.71 25.6089 14.8963 13.9732 9.96927 7.20093 6.38645 4.69672 4.5662 3.66818 3.60003 3.20774 3.70843 2.76431 4.83766 3.19281 2.89778 2.76906 2.59579 3.49373 2.50565 2.45312 1.79571 1.552 1.49824 1.42835 1.92632 1.99911 1.99518 1.63467
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14122000000000004 -1.0000000180025095e-35 0.10045500000000002 -0.15464999999999998 0.085760000000000017 -0.097274999999999986 0.078875000000000015 -0.067494999999999986 0.087695000000000009 0.086835000000000009 0.31358000000000003 -0.085989999999999997 -0.054984999999999992 -0.50940999999999981 0.11669000000000002 0.079055000000000014 -0.56176499999999996 0.039215000000000007 -1.0000000180025095e-35 0.19444000000000003 0.097125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 21 13 -5 25 -3 -12 -13 17 15 16 -15 22 19 -4 -14 -6 -1 -22 -24 -7 27 29 -28 -27
right_child=1 2 18 8 6 9 -8 -9 -10 -11 11 12 20 14 -16 -17 -18 -19 -20 -21 23 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0022845695063703729 0.001769509469083127 0.00067253094036435405 0.00053032054130711657 0.001704443484320991 0.0011310275442976976 0.0019599144935773844 0.00092475551832230758 0.0021484902817732418 0.0010310800551159402 0.0012147914691107199 0.0014515143289808433 0.001506834355795068 0.00040423195967895947 0.0015287254158733727 0.0017703254178646185 0.0017684525053501771 0.00085396078518405164 0.0017627295149464817 0.00090279009322674511 -7.7131786243324587e-05 0.0010274490881770685 0.0016880103912631278 0.0015720956531676215 0.00076091971640560886 0.0018918507804375059 0.0017646930545428036 0.0018071450509532707 0.0013939545719410917 0.0013532949891123544 0.0013176548634670621
leaf_weight=22 76 101 82 28 20 28 47 79 67 41 26 20 20 24 410 28 26 608 24 24 113 69 30 69 681 81 139 96 22 20
leaf_count=22 76 101 82 28 20 28 47 79 67 41 26 20 20 24 410 28 26 608 24 24 113 69 30 69 681 81 139 96 22 20
internal_value=0 0.00100265 0.000907887 0.00175599 0.00102072 0.00177741 0.00134233 0.0018142 0.00122955 0.00161303 0.000895391 0.000986153 0.000931651 0.00179976 0.00170951 0.00138986 0.00117785 0.0018326 0.000486939 0.000392784 0.000874702 0.00156285 0.00189055 0.000926402 0.00187836 0.00165533 0.0016315 0.00153864 0.00174513 0.00167617
internal_weight=0 691 615 2430 485 2335 136 1908 95 427 349 248 222 1829 488 78 50 1341 130 106 202 89 733 182 711 386 358 197 161 101
internal_count=3121 691 615 2430 485 2335 136 1908 95 427 349 248 222 1829 488 78 50 1341 130 106 202 89 733 182 711 386 358 197 161 101
is_linear=0
shrinkage=0.00140032


Tree=1708
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 457 1 1 4 1 49 1 1 0 12 39 11 13 49 4 15 40 1375
split_gain=215.526 25.8422 22.7781 15.5612 14.972 11.0442 10.7497 6.49991 6.32731 7.03937 6.16728 4.85351 3.34517 6.84829 3.24451 3.02313 2.93416 2.90065 2.77952 2.75609 2.7182 2.53795 2.16233 2.25559 3.55352 1.96216 1.91903 2.21608 1.7969 1.68202
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14530500000000005 0.089885000000000007 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.076175000000000007 0.080930000000000016 0.088975000000000012 0.091195000000000012 -0.04890499999999999 0.16175000000000003 -0.012034999999999999 0.12958500000000003 0.13436000000000001 -0.066089999999999996 0.095780000000000018 0.089790000000000023 1.0000000180025095e-35 -0.10664 -0.054319999999999993 0.024790000000000003 -0.086254999999999984 -0.077714999999999992 0.071870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 17 7 8 11 28 18 -4 14 21 -14 -1 -11 -8 -2 -10 -17 -16 22 23 24 -9 -12 27 -23 -3 -26
right_child=1 6 10 -5 -6 -7 16 12 9 15 25 -13 13 -15 20 19 -18 -19 -20 -21 -22 26 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0024621529461589641 0.0015442303724852143 0.0010407912830030161 0.0021699921527727679 0.0014075331684420093 0.0011670313711189529 0.0015347463970738153 0.00068992244827445991 0.0017321022144641198 0.0022910752503938086 0.0017492444211472593 0.0015944192071019275 0.0029010770294841753 0.0023528935639821405 0.0012164361308355889 0.002308671685891201 0.0011782094017175997 1.4343579101280041e-05 0.0022201196357093046 0.0014625392479623489 0.00058384090094377864 0.0017024847738514974 0.0026973801142302725 0.0018940911253980356 0.0026730100360251195 0.0023542345369497782 0.0010804822845091569 0.0019582826480776814 0.0022023709444218822 0.00058520972882780383 0.0027623150028274019
leaf_weight=1118 20 42 34 45 74 41 80 23 22 20 40 58 34 23 216 127 21 92 20 24 21 26 24 63 392 37 74 234 48 28
leaf_count=1118 20 42 34 45 74 41 80 23 22 20 40 58 34 23 216 127 21 92 20 24 21 26 24 63 392 37 74 234 48 28
internal_value=0 0.00123234 0.00231191 0.00234459 0.00172847 0.00236235 0.00100392 0.00237689 0.0011554 0.0013065 0.00159941 0.00244542 0.00227174 0.00189432 0.00242591 0.00116158 0.000549456 0.00209943 0.00189653 0.00108374 0.00225496 0.00229664 0.00236585 0.00238823 0.00234773 0.00134746 0.00218683 0.00225187 0.000797814 0.00238144
internal_weight=0 590 2531 2420 186 2375 404 2334 303 213 111 1413 921 57 1355 171 101 112 42 151 237 864 530 506 443 77 334 260 90 420
internal_count=3121 590 2531 2420 186 2375 404 2334 303 213 111 1413 921 57 1355 171 101 112 42 151 237 864 530 506 443 77 334 260 90 420
is_linear=0
shrinkage=0.00160853


Tree=1709
num_leaves=31
num_cat=0
split_feature=4 3 9 149 40 13 39 10 123 1375 151 42 1 12 11 52 11 3 1 4 0 0 0 13 1 13 133 43 483 1213
split_gain=5.81087 1.88318 1.44834 0.969323 0.965957 0.78765 1.02039 0.781718 0.692941 0.651284 1.15212 0.597197 0.565645 0.554698 0.740896 0.934327 1.01354 0.70347 2.18664 0.544206 0.528526 0.817961 1.53877 0.891083 0.719542 0.667879 0.62209 0.588371 0.603311 0.617023
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.051255000000000002 0.40528500000000006 0.056590000000000008 -0.079859999999999987 0.083965000000000012 -0.16449999999999998 -0.044604999999999992 -0.079539999999999986 0.11910500000000002 0.099815000000000015 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 -0.11255999999999998 0.080270000000000022 -0.085594999999999991 -0.097274999999999986 -0.14794999999999997 -0.13455999999999999 -0.10278499999999999 0.085110000000000005 0.0061450000000000003 0.089405000000000012 -0.092909999999999979 -0.096724999999999992 0.05211000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 5 6 9 -2 -1 10 -4 -8 -9 14 17 16 -16 18 -11 -19 21 24 -23 -24 -21 26 27 -22 -29 -30
right_child=3 -3 4 -5 -6 -7 11 12 -10 13 -12 -13 -14 -15 15 -17 -18 19 -20 20 25 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00046192616768944283 -0.00038304948866175743 0.00038796898495020488 0.0015863175624959509 0.0015800731958675841 0.00033459595869255978 0.0023696539088486346 0.0016699752023422248 0.00081216707541245984 0.00097464955420240636 0.0014536803409500045 -0.00038556039780350744 0.00067269696102157707 0.00027533643322010719 0.0011991560651063451 0.0032089113424925075 0.00088655092984100243 0.001820815284224619 0.0016921026764784056 -0.00079432375913285444 0.0023744038522275916 0.0022811646728645644 -0.00056087549306326726 0.0022593681553026543 0.00090131339896473413 0.0012152253159262002 0.00079571792323697606 0.0012557931341790297 0.0021611895419920411 0.0014286902845288378 0.0019433993781597259
leaf_weight=22 39 75 23 28 32 29 27 132 27 61 20 110 153 364 24 28 91 277 21 29 39 23 21 103 58 54 333 51 732 95
leaf_count=22 39 75 23 28 32 29 27 132 27 61 20 110 153 364 24 28 91 277 21 29 39 23 21 103 58 54 333 51 732 95
internal_value=0 0.0013271 0.00135325 0.000507488 0.00137221 0.00138492 0.00137387 0.000414795 0.000329656 0.00140212 0.000669165 0.000869241 0.000523974 0.00141523 0.00145378 0.00187085 0.0021105 0.00142234 0.000877972 0.00144694 0.00140278 0.00113984 0.000866543 0.00113131 0.00160162 0.00144997 0.00147823 0.00155901 0.00152693 0.00148782
internal_weight=0 2769 2694 352 2645 2613 2584 324 49 2447 43 137 285 2404 2040 143 115 1897 82 1815 1538 234 147 124 87 1304 1250 917 878 827
internal_count=3121 2769 2694 352 2645 2613 2584 324 49 2447 43 137 285 2404 2040 143 115 1897 82 1815 1538 234 147 124 87 1304 1250 917 878 827
is_linear=0
shrinkage=0.00600863


Tree=1710
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 2 4 1 0 2 52 160 52 4 16 3 47 1 14 1 2 1 12 4
split_gain=507.192 83.1968 50.3362 40.304 27.2488 22.2785 13.4891 13.4206 13.1557 12.5984 12.4213 10.0405 8.71341 5.52715 6.32119 3.52396 3.3485 3.09955 3.07158 4.9736 3.01744 2.83979 2.69331 2.56197 2.46476 2.82584 2.3791 2.22102 2.09143 2.028
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.09253500000000002 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.089625000000000024 -0.10607499999999999 0.092365000000000017 -0.56176499999999996 -0.067824999999999983 0.039215000000000007 0.24564500000000003 0.013515000000000001 -0.010424999999999999 0.090100000000000013 0.16175000000000003 -0.10708499999999999 0.11669000000000002 -1.0000000180025095e-35 0.13534000000000004 0.096475000000000019 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 7 11 13 28 -5 16 12 -4 15 -15 -1 -7 -14 19 -18 -20 -19 24 -13 -3 -26 -16 -23 -6 -2
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 23 17 14 26 -17 18 21 20 -21 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0077011312544157115 0.0077184326943793742 0.0063489954742945616 0.006204375128398395 0.0073283136531232512 0.0076285486094419446 0.007817415205645932 0.0063140198555710157 0.0082554522714075613 0.0061874253212982613 0.0062215805981297419 0.0065315455209269757 0.0051349590788130617 0.0058654035903035542 0.0069067552613479629 0.0070841087833571816 0.0075168713372104111 0.0072913576426091213 0.0055924471836701758 0.0075898280681701413 0.0065447693637634202 0.0071269492370807505 0.0053673769782395199 0.0064408667562838905 0.0045616682248892518 0.006004055413213096 0.0054964381214500395 0.0075732699667842001 0.0047326737485714442 0.0071115974381269461 0.0071862303931350922
leaf_weight=1217 55 34 39 34 26 33 37 76 33 61 41 78 23 39 23 269 193 32 128 21 39 22 33 21 138 28 256 25 46 21
leaf_count=1217 55 34 39 34 26 33 37 76 33 61 41 78 23 39 23 269 193 32 128 21 39 22 33 21 138 28 256 25 46 21
internal_value=0 0.00613333 0.00595562 0.00754788 0.00633294 0.00758573 0.00549521 0.00765574 0.00694915 0.00661767 0.00729646 0.00536898 0.00561867 0.00763047 0.00745615 0.00766778 0.00737221 0.00539472 0.00733365 0.00721809 0.00748173 0.00525769 0.00605525 0.00501335 0.00599163 0.00591843 0.00753294 0.00502977 0.00729827 0.00757138
internal_weight=0 691 615 2430 338 2335 277 1880 105 95 455 240 141 1804 318 1486 414 102 381 214 167 79 233 99 200 166 279 47 72 76
internal_count=3121 691 615 2430 338 2335 277 1880 105 95 455 240 141 1804 318 1486 414 102 381 214 167 79 233 99 200 166 279 47 72 76
is_linear=0
shrinkage=0.00145689


Tree=1711
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 1 14 2 4 4 0 4 52 49 49 0 50 0 156 48 15 0 40 1 2 4 0 4
split_gain=210.296 34.8937 16.7805 16.4509 13.2248 11.0607 8.03288 6.74798 6.37664 6.03392 5.42384 4.82735 6.83776 4.57098 3.9876 5.06101 3.63701 2.93526 2.90705 2.88098 2.52502 2.9746 2.50652 2.48854 2.40186 2.19455 2.12585 2.08923 3.28707 5.25805
threshold=0.104035 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.11362000000000001 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.10613000000000002 -0.067104999999999984 0.0061450000000000003 -0.11173999999999999 -0.15464999999999998 1.0000000180025095e-35 -0.007794999999999999 -0.054984999999999992 -0.15599999999999997 0.041865000000000006 -0.079119999999999982 -0.0071349999999999998 0.093265000000000015 -0.087679999999999994 -0.11013499999999998 -0.077714999999999992 0.13265500000000002 0.31358000000000003 -0.49013999999999996 -0.060129999999999996 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 24 22 11 -8 -7 12 17 -11 15 -13 -2 -1 26 -14 -21 27 -4 -17 -3 -15 -6 -22 -29 -30
right_child=1 4 7 -5 18 10 9 -9 -10 13 -12 14 19 25 -16 23 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00178441747407019 0.0013411941465650246 0.00095355318393115784 0.0020749755162334667 0.001091542117290214 0.00055803317817405438 0.0010159909405875959 0.0015520943154807012 0.0012011631887325399 0.0023490480041364224 0.0016571944530090427 0.0017375260583003327 0.0011377260201380097 0.0020646849838756513 0.0010614999169852783 0.0020113824782390074 0.0021374416959785906 0.0018903293473247246 0.0011845288718073522 0.00092403578038573772 0.002264316250301972 0.0021320659432654456 0.0015384072989361283 0.0015699553388076426 0.0017070031419014673 0.00054621756455228653 0.00063176442936674327 0.00010353621981277018 0.0019606037198856645 0.0020034846774284508 0.0012239906320508939
leaf_weight=43 24 47 29 85 61 20 57 64 85 20 136 23 1157 147 119 28 127 20 26 40 88 31 38 114 50 23 24 337 30 28
leaf_count=43 24 47 29 85 61 20 57 64 85 20 136 23 1157 147 119 28 127 20 26 40 88 31 38 114 50 23 24 337 30 28
internal_value=0 0.00114313 0.00195194 0.00154679 0.000933763 0.0019776 0.00105905 0.00150158 0.00200181 0.00118293 0.00164502 0.00198747 0.00201254 0.00107218 0.00183088 0.00170069 0.00180305 0.00159398 0.000545494 0.00202795 0.00195124 0.00192687 0.00178855 0.00179188 0.000743586 0.00100336 0.000429705 0.0019518 0.00191164 0.00162718
internal_weight=0 691 2430 236 455 2299 344 131 2143 247 156 2058 1774 190 284 165 151 63 111 1711 554 514 67 142 97 170 85 483 395 58
internal_count=3121 691 2430 236 455 2299 344 131 2143 247 156 2058 1774 190 284 165 151 63 111 1711 554 514 67 142 97 170 85 483 395 58
is_linear=0
shrinkage=0.00129368


Tree=1712
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 2 0 49 4 1 34 4 131 2 12 0 15 52 52 2 160 1 52 16
split_gain=297.137 49.9955 29.2524 23.4998 18.4881 14.2025 8.76182 8.54853 8.32159 7.31431 7.17042 5.92647 5.10212 8.72216 5.3567 5.23689 5.01329 4.0192 3.14222 3.59505 3.0169 2.58544 2.48731 2.44892 2.43931 2.47232 2.82 2.4052 2.31691 2.58929
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.085345000000000018 -1.0000000180025095e-35 0.27834500000000006 0.082750000000000004 0.31358000000000003 0.087765000000000024 -0.14454499999999995 -0.43375999999999998 -0.56176499999999996 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 0.089770000000000016 0.039215000000000007 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 11 12 -5 -6 23 16 13 15 20 21 -4 -18 19 -13 27 -1 -19 -7 -3 26 -26 -14 -25 -30
right_child=1 2 6 8 9 10 -8 -9 -10 -11 -12 18 14 -15 -16 -17 17 22 -20 -21 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.0029635305393349016 0.0026450902490713123 0.0012055020446692275 0.00061323900343034749 0.002470202414359887 0.0024223707936657304 0.0028924803725830449 0.0016437389216961086 0.0031967145754499293 0.0015156752393595402 0.001547117956586831 0.0017721139704958836 0.00059895777071001448 0.0028121730654052878 0.0030640790769306059 0.0023581091942268687 0.0018724160710494868 0.0016860180879351002 0.0013717452653082545 0.0010929507197543415 -0.00015953709195169353 0.0026593170032682329 0.002265381907095995 0.00075458170664100379 0.0023052648819116691 0.002217459667064171 0.0012993176762344032 0.0015147537285902365 0.0023580690336591952 0.0026661421063477282 0.0022085072358447645
leaf_weight=21 76 108 45 34 74 28 37 79 61 33 41 59 722 36 102 59 32 27 20 20 828 32 37 197 20 60 43 29 122 39
leaf_count=21 76 108 45 34 74 28 37 79 61 33 41 59 722 36 102 59 32 27 20 20 828 32 37 197 20 60 43 29 122 39
internal_value=0 0.00146209 0.0013159 0.00261107 0.00162115 0.00264173 0.00094343 0.00269877 0.0018573 0.00215243 0.00238685 0.000835466 0.00267727 0.00240207 0.0027015 0.00218928 0.00103904 0.00123864 0.000545523 0.000406934 0.00272368 0.00254201 0.00101495 0.00245214 0.00137505 0.00152392 0.00173783 0.00279464 0.0024177 0.00255529
internal_weight=0 691 615 2430 338 2335 277 1908 95 107 427 240 1829 148 1681 112 141 96 99 79 1579 53 64 386 231 123 63 751 358 161
internal_count=3121 691 615 2430 338 2335 277 1908 95 107 427 240 1829 148 1681 112 141 96 99 79 1579 53 64 386 231 123 63 751 358 161
is_linear=0
shrinkage=0.00154607


Tree=1713
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 4 2 2 1 2 4 1 1429 3 3 52 49 0 52 2 160 4 1 12 1 0 4
split_gain=273.286 44.746 27.7573 22.4747 16.6776 13.9805 9.65273 8.55264 8.34647 7.44378 7.16297 6.9292 5.28279 4.71676 3.54172 3.73817 3.27899 4.14871 3.18031 2.84869 3.67571 2.41481 2.26558 3.6136 2.03817 3.84347 2.13256 2.02923 1.96509 1.96327
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.062655000000000016 -1.0000000180025095e-35 0.27834500000000006 0.10672500000000001 0.091265000000000013 0.09253500000000002 0.17025000000000004 0.40945500000000007 0.080270000000000022 0.084690000000000015 0.30112000000000005 0.0068900000000000012 0.31359500000000001 0.082865000000000008 -0.12333499999999999 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 -0.013514999999999998 0.086920000000000011 0.095780000000000018 0.11588000000000001 0.18019500000000002 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 -4 10 27 14 -5 13 16 18 19 17 -9 -1 20 -16 -3 23 -23 28 26 -26 -6 -12 -22
right_child=1 2 7 11 9 -7 -8 12 -10 -11 24 -13 -14 -15 15 -17 -18 -19 -20 -21 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024768159422002742 0.0023291338140378503 0.0010451617397517572 0.0015976915826382478 0.0021452530329428986 0.0023445564611431738 0.0014978796151487604 0.0028409306954962302 0.00092529775370883726 0.0014647048982764071 0.0012842537043291544 0.0023232593734535015 0.0013244737555061674 0.00031619618011573681 0.00066133121435662514 0.0018727430400264635 0.0017225865090892967 0.00066360952229221708 0.0017733174295530131 0.0020021551691929806 0.0028749544797327395 0.0023820962159084558 0.0020482867173811301 0.001141098052813335 0.001298706601416604 0.0022933996935564109 0.0015977598565581168 0.0020496307206486317 0.0018666368505679757 0.001854996404531519 0.0020434216286318997
leaf_weight=894 76 108 26 34 44 41 84 25 23 30 389 61 54 126 37 22 22 24 31 20 396 20 60 43 182 25 131 33 20 40
leaf_count=894 76 108 26 34 44 41 84 25 23 30 389 61 54 126 37 22 22 24 31 20 396 20 60 43 182 25 131 33 20 40
internal_value=0 0.00127451 0.00114419 0.00231286 0.00142438 0.00234112 0.00235619 0.000802288 0.00233776 0.00189988 0.00234694 0.00161823 0.000719896 0.000830554 0.002407 0.00231016 0.00113087 0.00134065 0.00246091 0.00233638 0.00231361 0.00120413 0.00134371 0.00153667 0.00223118 0.00214747 0.00219137 0.00213973 0.00230036 0.00235103
internal_weight=0 691 615 2430 338 2335 2294 277 2210 107 2187 95 251 197 1440 515 71 49 925 493 473 231 123 63 747 338 313 77 409 436
internal_count=3121 691 615 2430 338 2335 2294 277 2210 107 2187 95 251 197 1440 515 71 49 925 493 473 231 123 63 747 338 313 77 409 436
is_linear=0
shrinkage=0.00145689


Tree=1714
num_leaves=31
num_cat=0
split_feature=1 3 2 4 4 2 2 2 43 4 16 3 16 0 16 132 15 48 11 12 16 0 43 15 3 31 8 1 1429 1455
split_gain=10.2186 2.31027 1.08349 1.02012 0.980999 0.951148 0.857299 1.20654 0.863415 0.842756 0.840806 1.03246 0.978507 0.797553 1.13214 0.791384 1.07018 1.13361 0.790384 0.896686 0.930926 0.714357 0.715994 0.643767 0.593062 0.584094 1.04071 0.572604 0.845515 0.667368
threshold=0.10337500000000001 -0.053259999999999995 0.14753000000000002 0.41257000000000005 0.40124500000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078139999999999973 -0.010384999999999998 -0.06421499999999998 0.13524500000000003 -0.52595999999999987 -0.026509999999999995 0.15273500000000004 0.088890000000000011 -0.41942499999999994 0.086665000000000006 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 -0.14454499999999995 -0.073404999999999984 -0.040804999999999994 -0.075634999999999994 -0.077289999999999984 0.086615000000000011 0.080270000000000022 0.083420000000000008 0.10625500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 5 18 25 -8 -9 -10 11 12 -11 21 -15 16 -4 -18 27 20 -20 -7 23 24 -23 -3 -27 29 -29 -1
right_child=1 2 15 -5 -6 13 7 8 9 10 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0019541430164908254 0.0017262021738727329 0.0010856825888395142 0.0010705522022164253 0.00098663583535815919 0.00076594499872691764 0.00094924979009310172 0.0021781394624135488 0.00044727616226472301 0.001868789585349623 0.0010476672908882316 0.00039568800258661218 0.00065117813199138601 0.0022873115259758269 0.00043342037904183569 0.0016313875601145094 0.0012742098535520152 -0.0011905062213820074 0.00039654255913815288 0.0020029232084078541 0.0014615369128359403 0.0031416321389882268 0.0017160713646062167 0.0016014504368774976 0.0027184491077455273 0.0026954293193976963 -0.00034611126134176796 0.0010706268500309609 0.0017924497304830267 0.00094686259650639932 0.0010323008928700441
leaf_weight=1253 191 45 24 66 22 27 30 45 43 33 38 42 34 32 59 23 20 29 35 23 41 87 177 33 20 30 25 540 33 21
leaf_count=1253 191 45 24 66 22 27 30 45 43 33 38 42 34 32 59 23 20 29 35 23 41 87 177 33 20 30 25 540 33 21
internal_value=0 0.00114667 0.000929468 0.00153627 0.0018439 0.00185386 0.00105697 0.00120965 0.00108601 0.00123729 0.00105257 0.00128157 0.00167674 0.00163707 0.00121012 0.000444684 0.000183327 -0.000251232 0.00190232 0.00234873 0.00261723 0.00175001 0.00181821 0.00209225 0.00189913 0.00065238 0.000297861 0.00187839 0.00174375 0.00193895
internal_weight=0 718 461 257 2403 2381 365 265 235 190 147 109 67 435 91 96 73 49 1946 99 76 344 317 140 107 100 55 1847 573 1274
internal_count=3121 718 461 257 2403 2381 365 265 235 190 147 109 67 435 91 96 73 49 1946 99 76 344 317 140 107 100 55 1847 573 1274
is_linear=0
shrinkage=0.00512831


Tree=1715
num_leaves=31
num_cat=0
split_feature=1 4 1 457 150 4 2 4 2 14 2 49 0 13 3 401 160 1 0 133 12 16 0 41 1446 16 40 52 2 159
split_gain=8.32507 1.41132 1.08851 1.3088 0.928138 0.8775 0.836032 1.49143 0.77176 0.746801 0.698432 0.872069 0.598631 0.592955 0.740483 0.631111 0.560652 0.548054 0.560266 0.549699 0.717781 0.532758 1.69034 0.511397 0.605071 0.505938 0.838275 0.491535 0.889678 0.568808
threshold=0.10920500000000001 0.26450500000000005 0.093575000000000019 0.080930000000000016 0.084680000000000019 0.2623950000000001 0.10644500000000001 -0.07168999999999999 0.25063000000000007 0.062655000000000016 -0.0050599999999999994 -0.0055299999999999993 -0.091069999999999984 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.23686999999999997 0.14262000000000002 -0.13843999999999998 0.085635000000000003 0.093765000000000015 -0.44310499999999992 -0.078244999999999995 0.081560000000000007 0.11581000000000001 -0.090344999999999995 -0.079954999999999984 0.26521500000000003 0.086675000000000016 -0.26632999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 17 10 9 -8 13 23 -4 -12 -13 14 -3 16 -16 18 -2 20 -20 -9 -23 24 27 -5 -27 -1 -29 -30
right_child=1 8 3 25 -6 -7 7 21 -10 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0016621892630520954 0.00076078847503017165 0.001495579370692332 0.00070619146419618052 0.0012708961116913949 0.00071697832899428728 0.00082687782745196454 0.00023569646052443223 0.0022500368250993265 -0.00018297684094398278 0.0021122952964881462 0.0023905610942165879 0.0010788851050182768 0.0016673611150039554 6.4496324188285185e-05 0.0015787022688920746 -0.00012227409633744406 0.00070145968535326013 0.00063155127826336227 0.002160551890777654 0.00097777764347483373 0.0013723321075074656 0.00011552742977301521 0.0015599741710607328 0.0010829846227706709 0.002478307745694712 0.0010540981035087147 -0.00025324568536806539 0.00060862666986368679 0.0018932860550252776 0.0012228633980379427
leaf_weight=1596 25 34 21 30 81 44 26 20 24 83 33 54 189 28 20 20 154 23 50 31 64 22 187 40 21 26 22 30 61 62
leaf_count=1596 25 34 21 30 81 44 26 20 24 83 33 54 189 28 20 20 154 23 50 31 64 22 187 40 21 26 22 30 61 62
internal_value=0 0.000908314 0.00157458 0.00134476 0.00115981 0.00147652 0.00161941 0.00135445 0.000662205 0.0016551 0.00157276 0.00163869 0.00153659 0.000741441 0.000824575 0.000706976 0.000802292 0.00134567 0.00144228 0.00155978 0.00171804 0.00148147 0.00140793 0.00163414 0.00164659 0.000768744 0.000454899 0.0016366 0.00136972 0.00155535
internal_weight=0 554 2567 419 274 341 2148 255 280 1893 297 276 243 256 228 194 174 193 170 145 114 229 209 1810 1770 78 48 1749 153 123
internal_count=3121 554 2567 419 274 341 2148 255 280 1893 297 276 243 256 228 194 174 193 170 145 114 229 209 1810 1770 78 48 1749 153 123
is_linear=0
shrinkage=0.00492917


Tree=1716
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 14 1 2 1 2 52 52 1 2 1 12 12 16 51 1212 133 3 133 131 47 4
split_gain=174.365 29.3139 18.884 15.9242 12.5355 9.26694 7.17245 6.9419 5.58588 5.08777 4.84509 3.97246 2.363 2.2309 2.13843 2.06012 1.87885 3.25784 1.81837 1.52044 1.46143 1.43936 1.60184 1.43853 1.39763 1.92589 1.53088 1.35073 1.299 3.39439
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.16540500000000002 0.14122000000000004 -0.56176499999999996 0.13389000000000004 0.089770000000000016 0.097845000000000015 0.091195000000000012 0.095780000000000018 0.096475000000000019 -0.079504999999999978 0.0038750000000000004 0.091220000000000009 0.032270000000000007 -0.10831999999999999 0.086990000000000012 0.09031500000000002 0.078345000000000012 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 13 7 20 9 12 11 -5 18 -4 15 -13 28 19 -18 21 24 -6 -1 23 -23 25 -16 -26 -2 -3 -30
right_child=1 2 8 10 6 -7 -8 -9 -10 -11 -12 14 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0022548390556382065 0.0022525915317567588 0.0010519392070155746 0.00067004573985831369 0.0019340558382351198 0.0022269195338349315 0.001439816064692811 0.0011512886700711133 0.0012619453472663561 0.0013695194402561066 0.0025079997301718942 0.0012057127638635521 0.0023734410092664041 0.00012746200725577184 0.00070670615537787526 0.0016658904659463899 0.0016046078421193277 0.0012831288272393607 0.0020238371227152764 0.0020430180332401326 0.001956634388399527 0.0017993239894600905 0.0021805560381134722 0.0018077143918405784 0.0017853949529374046 0.0025220144882548783 0.0020720100124169073 0.0021359090177132862 0.0018091746582198356 0.0016609262389053901 0.000838649182021692
leaf_weight=545 52 190 150 34 29 48 40 22 26 84 61 43 22 30 33 22 22 40 216 302 56 517 32 23 28 181 199 24 30 20
leaf_count=545 52 190 150 34 29 48 40 22 26 84 61 43 22 30 33 22 22 40 216 302 56 517 32 23 28 181 199 24 30 20
internal_value=0 0.00120671 0.00109477 0.00208687 0.00128145 0.00211212 0.00169115 0.00212623 0.000701609 0.00213462 0.00146638 0.00212024 0.000600645 0.00110607 0.00203752 0.0011518 0.00201957 0.00176101 0.00217287 0.00204115 0.00194521 0.00219798 0.00214381 0.00216373 0.00209903 0.00200938 0.00218353 0.00211257 0.00111029 0.00133202
internal_weight=0 691 615 2430 417 2335 125 2287 198 2265 95 2181 172 292 848 262 805 62 1333 743 85 1117 572 540 441 214 227 76 240 50
internal_count=3121 691 615 2430 417 2335 125 2287 198 2265 95 2181 172 292 848 262 805 62 1333 743 85 1117 572 540 441 214 227 76 240 50
is_linear=0
shrinkage=0.00154607


Tree=1717
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 14 4 47 2 2 4 4 16 0 15 11 15 4 160 0 1 131 15 3 39 47 457 12
split_gain=412.849 64.4188 41.4429 32.11 23.4589 17.2052 15.4079 13.1221 12.0339 9.25267 8.62328 6.96695 6.99334 6.78698 6.02392 4.97036 7.38673 3.97093 3.84074 3.37927 3.12299 3.10461 3.03344 2.80358 2.64356 3.18117 2.50263 2.44554 2.32183 3.52866
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.095545000000000005 0.09253500000000002 0.076975000000000002 0.27834500000000006 0.13082500000000002 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.24564500000000003 -0.52595999999999987 -0.11173999999999999 -0.11713499999999999 1.0000000180025095e-35 -0.087679999999999994 0.0082450000000000006 -1.0000000180025095e-35 -0.079119999999999982 0.083135000000000014 0.082750000000000004 -0.41942499999999994 0.31534000000000006 0.10076500000000001 0.090100000000000013 0.080930000000000016 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 27 7 18 13 -6 11 14 12 -4 15 -7 16 -5 28 -1 21 -14 -17 -18 24 -13 -26 -20 -3 29 -16
right_child=1 2 9 5 8 10 -8 -9 -10 -11 -12 23 20 -15 17 19 22 -19 26 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0026920558748119846 0.0025411703046589289 0.0010977984217750102 0.0012904107361276459 0.0031213640560976211 0.0023743131727761405 0.0016154291768822168 0.0013615402416930376 0.0032987173152649041 0.0012717805491045903 0.0013713490057911362 0.0016913513286813384 0.0004719972668075725 0.001006894620819743 0.0018528550710965814 0.0026606915062757958 0.0027233115667004322 0.0024813481725832957 0.0027929526507148462 0.0023713860845635433 0.0023828677237455868 0.00040239329722945662 0.0025601698006009611 0.001867659457547225 0.00073789294891049855 0.00022700093880376692 -0.00053244535214658651 0.0016450733280470775 0.0015358906690769456 0.0019571099465619862 0.0023451208856683351
leaf_weight=35 74 191 39 20 69 20 69 69 32 34 39 29 25 24 104 1126 29 64 22 86 77 334 46 20 29 21 20 33 25 316
leaf_count=35 74 191 39 20 69 20 69 69 32 34 39 29 25 24 104 1126 29 64 22 86 77 334 46 20 29 21 20 33 25 316
internal_value=0 0.00123312 0.00107153 0.00254731 0.00143043 0.00259017 0.00187151 0.0026637 0.002025 0.000645825 0.0023657 0.000543042 0.000755196 0.00263738 0.00241542 0.00264885 0.00231893 0.00244685 0.00232849 0.00266913 0.000550555 0.00268599 0.00210495 0.000240883 0.000115058 -9.19665e-05 0.00202552 0.00116234 0.00239707 0.00242326
internal_weight=0 673 599 2448 325 2302 146 1734 101 274 568 240 141 1665 529 1641 95 509 77 1546 102 1460 75 99 79 50 42 224 445 420
internal_count=3121 673 599 2448 325 2302 146 1734 101 274 568 240 141 1665 529 1641 95 509 77 1546 102 1460 75 99 79 50 42 224 445 420
is_linear=0
shrinkage=0.00148603


Tree=1718
num_leaves=31
num_cat=0
split_feature=1 3 4 376 130 3 1375 4 2 16 12 52 1212 14 156 3 1213 12 1 129 4 43 2 151 475 475 11 39 160 49
split_gain=9.47471 1.69844 1.30533 1.54565 1.21807 1.19135 0.793493 0.776438 0.737285 0.722578 0.997313 0.992444 0.76577 0.689307 0.688296 0.711944 0.69905 0.641792 0.769952 0.563985 0.603446 0.674041 0.66039 0.562047 0.591544 0.550008 0.549133 0.494841 0.487839 0.646606
threshold=0.10752500000000002 0.30112000000000005 0.41257000000000005 0.083785000000000012 -0.054924999999999995 -0.065819999999999976 -0.092319999999999985 0.40124500000000002 0.14838000000000004 -0.011734999999999997 1.0000000180025095e-35 -0.14765999999999999 0.089125000000000024 -0.47013499999999991 0.078780000000000003 0.10299500000000002 -0.067764999999999978 -0.42850999999999995 0.11866500000000001 0.090540000000000023 -0.083644999999999983 -0.08287499999999999 0.086590000000000014 -0.08688499999999999 -0.083344999999999989 -0.028204999999999997 0.084110000000000004 0.10076500000000001 -0.43215499999999996 0.15021500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 9 26 11 -11 -1 19 -4 16 25 -8 -3 -19 20 22 -22 -12 -23 -25 -16 -6 -15 -18 -30
right_child=1 17 13 -5 8 6 14 -9 -10 10 12 -13 -14 27 15 -17 28 18 -20 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0031894429569295081 0.000461824257088306 0.0011336975896258034 0.0017524409560466915 0.00035357765189398654 0.0017763588474666854 0.00055180746740341434 0.0025501055165049516 0.00082278600724138603 0.00074811303019408618 0.00061135702162765191 0.0028682661022862758 0.0020026030320946871 0.00074478204268289209 0.00091013164390050681 0.0017393653929502237 0.0011542543682449646 0.0023508066357047878 0.0010484626160523556 -0.00010963471201077598 0.0011361864195063042 0.0020396101959428365 0.00087182809878728939 0.0019993543813094311 0.0023749423323727241 0.0015849806155326489 0.0026863404812416626 0.0026916171450993968 0.00017625362400980324 0.0015228353349212226 0.00049889634933917822
leaf_weight=23 25 35 25 34 169 21 22 20 20 22 38 1260 20 131 32 21 21 26 63 32 222 29 107 36 195 51 24 38 338 21
leaf_count=23 25 35 25 34 169 21 22 20 20 22 38 1260 20 131 32 21 21 26 63 32 222 29 107 36 195 51 24 38 338 21
internal_value=0 0.00107305 0.00122976 0.00148284 0.00164417 0.00186982 0.00163027 0.00193282 0.00178294 0.00194401 0.00179782 0.00202388 0.00183627 0.000874927 0.00167503 0.0020856 0.00156882 0.000484133 0.000228686 0.00186939 0.00190681 0.00181047 0.00222707 0.00161482 0.00170809 0.00232124 0.00189017 0.000745118 0.00151201 0.00146294
internal_weight=0 590 466 272 238 2531 527 2004 213 1984 701 1283 679 194 506 104 402 124 89 659 627 482 145 260 231 83 193 169 380 359
internal_count=3121 590 466 272 238 2531 527 2004 213 1984 701 1283 679 194 506 104 402 124 89 659 627 482 145 260 231 83 193 169 380 359
is_linear=0
shrinkage=0.00566207


Tree=1719
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 47 12 2 4 457 14 12 12 47 0 14 4 1 4 2 133 15 16 13 15 124 1 3 16
split_gain=205.006 25.197 22.4539 18.5242 10.9461 9.79394 9.42795 8.12597 7.97148 7.55185 5.64016 5.05498 5.7406 3.30441 2.97542 2.85279 2.59106 2.46672 2.45574 2.43837 2.17009 5.14326 1.84635 2.34506 2.49119 1.71413 1.66946 1.5927 1.4999 1.44905
threshold=0.10752500000000002 0.13075500000000004 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.13082500000000002 -1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.094310000000000019 0.076175000000000007 0.051320000000000005 0.090285000000000018 0.077555000000000013 -0.13455999999999999 -0.46166999999999997 0.033845000000000007 0.16540500000000002 -0.036839999999999991 0.10855000000000002 0.085635000000000003 0.079055000000000014 -0.013024999999999998 -0.029529999999999997 0.095175000000000023 -0.087524999999999978 0.11669000000000002 -0.053259999999999995 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 8 11 18 26 14 19 -9 12 -1 15 22 -14 -2 -15 -3 -5 21 -18 23 -4 -25 -13 -6 29 -24 -22
right_child=1 6 4 9 7 -7 -8 10 -10 -11 -12 25 13 17 -16 -17 20 -19 -20 -21 27 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001645940961728036 0.0016365268478752016 0.00077647298296665051 0.0019058507311520588 0.002479730320938252 0.0016548472932722486 0.0013328869545151921 0.0015321064391522793 0.0021389946829305094 0.0014625608788782479 0.001289133074308725 0.0012540136899824887 0.0028927689674872054 0.0017909280658011688 0.0022657070508062742 0.0026132911541851254 0.0023687468160054981 0.0018772198979718634 0.0020331400858690238 0.00023967257167922234 0.0019746579139386156 0.001311709265889127 0.00097232525114491857 0.0021472116680100045 0.0018932372972364335 0.002384026298934294 0.0023664243584124076 0.0011939433832687555 0.00084507047537198143 0.002648577546519041 0.00083527496253586633
leaf_weight=31 29 178 101 32 25 24 39 78 39 32 21 44 20 676 34 1064 27 124 22 70 55 31 29 35 74 21 65 55 26 20
leaf_count=31 29 178 101 32 25 24 39 78 39 32 21 44 20 676 34 1064 27 124 22 70 55 31 29 35 74 21 65 55 26 20
internal_value=0 0.00122997 0.00222214 0.00148845 0.00194374 0.00229535 0.000850365 0.00165161 0.00210709 0.00193156 0.00195127 0.00230702 0.00229291 0.00230355 0.00219116 0.00235809 0.00121481 0.00222966 0.000717425 0.00213311 0.00114976 0.00139357 0.002137 0.00207225 0.00222643 0.00272272 0.00132197 0.00104099 0.00238422 0.00118466
internal_weight=0 590 2531 351 527 2004 239 189 338 134 99 1980 1915 1884 299 1084 217 800 200 102 188 58 265 210 109 65 90 130 55 75
internal_count=3121 590 2531 351 527 2004 239 189 338 134 99 1980 1915 1884 299 1084 217 800 200 102 188 58 265 210 109 65 90 130 55 75
is_linear=0
shrinkage=0.00151575


Tree=1720
num_leaves=31
num_cat=0
split_feature=1 3 2 124 4 2 4 42 1 52 1 11 4 48 4 3 3 4 133 0 160 16 42 1212 16 13 481 12 13 52
split_gain=8.87142 1.99509 1.24806 0.933151 0.882437 0.86285 0.696351 0.691423 0.633417 0.591192 0.623787 0.535599 0.486677 0.669658 0.839656 1.0871 0.612867 0.752494 0.629717 0.792565 0.648056 0.603612 0.701537 0.664283 1.11557 0.756987 1.21834 0.70561 1.03159 0.647173
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 -0.076779999999999987 0.098655000000000007 0.13501500000000002 -0.17966999999999997 -0.0060199999999999993 0.12000500000000001 0.12354000000000001 0.10658000000000002 0.095720000000000013 -0.082249999999999976 0.092475000000000016 -0.50940999999999981 -0.10519499999999998 0.092670000000000016 0.0045450000000000013 0.089405000000000012 -0.046359999999999991 0.10493500000000001 -0.088704999999999992 0.083795000000000022 0.087685000000000013 -0.076354999999999992 -0.085744999999999988 -0.082049999999999984 0.091840000000000019 0.061215000000000012 -0.054584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 7 -2 11 -3 -1 9 10 -8 12 13 14 15 -5 18 -18 19 -14 -20 22 -16 25 -25 -23 -27 28 -28 -29
right_child=1 2 -4 5 -6 -7 8 -9 -10 -11 -12 -13 16 -15 21 -17 17 -19 20 -21 -22 23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.0018500229641180827 0.0017836755379755857 0.0016342536318547591 -0.00041208343631883511 0.003760779017214071 0.0011198925823897082 0.0010876305583070831 0.00032549919615605498 0.0008716307778340865 0.00065196013174010205 0.0020272328962547639 0.0011770870611016318 0.00093233075866705289 0.0019192712967600186 0.0010934511975100216 0.0020672965921442821 0.0020878559419965298 0.00034520577884861289 0.0017538967900800914 0.0017057587734706405 0.00078233904862346523 0.00084215794607711916 0.0010932506882175212 0.0031062692323675653 0.0018236946501543787 0.00032627775023929601 0.0031704529116104445 0.0019382275434151701 0.0018372620189289444 0.00069557448802989982 0.0030114266413479624
leaf_weight=39 147 42 23 20 114 48 35 57 207 20 130 20 1146 25 74 33 20 31 390 20 30 28 29 58 22 29 199 27 24 34
leaf_count=39 147 42 23 20 114 48 35 57 207 20 130 20 1146 25 74 33 20 31 390 20 30 28 29 58 22 29 199 27 24 34
internal_value=0 0.00109881 0.000873249 0.00181607 0.00149375 0.00183883 0.000941366 0.0012691 0.000867128 0.00110788 0.000996447 0.00185479 0.00186303 0.00200069 0.00204 0.00271915 0.00181241 0.00120147 0.00183206 0.00189977 0.00164407 0.00197131 0.00235982 0.00187625 0.00141191 0.00198519 0.00206498 0.0019521 0.00180449 0.00249171
internal_weight=0 718 457 2403 261 2307 434 96 392 185 165 2259 2239 602 577 53 1637 51 1586 1166 420 524 103 421 80 341 313 284 223 61
internal_count=3121 718 457 2403 261 2307 434 96 392 185 165 2259 2239 602 577 53 1637 51 1586 1166 420 524 103 421 80 341 313 284 223 61
is_linear=0
shrinkage=0.00566207


Tree=1721
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 2 4 2 50 1 52 1 2 12 47 16 15 52 3 3 2 4 12 151 160
split_gain=326.564 53.7653 31.7191 27.5872 21.8474 16.2926 12.346 9.25413 8.93297 8.71765 8.52622 9.2836 7.74764 3.50959 3.24375 2.72201 2.61785 4.60242 2.49247 2.36177 2.19011 2.12404 1.97993 1.76123 1.7351 1.74856 1.72584 1.82503 1.65202 1.6144
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.089885000000000007 0.086295000000000011 0.091195000000000012 -0.56176499999999996 0.088975000000000012 0.10613000000000002 0.095780000000000018 0.090100000000000013 -0.016164999999999995 -0.41942499999999994 -0.16675999999999999 0.31534000000000006 -0.10831999999999999 0.099185000000000009 -0.0070899999999999991 0.10124000000000001 -0.014594999999999999 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 12 26 -5 11 28 14 21 -1 -14 18 20 24 -3 -18 -12 -9 -23 25 -17 -6 -28 -4 -13
right_child=1 2 10 9 8 -7 -8 22 -10 -11 13 29 15 -15 -16 16 17 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.002552017232938986 0.0024325917251367432 0.0010818050330649368 0.0010285908062581195 0.0022361877644494913 0.0025877628661513693 0.0015815610844109758 0.0013960500856931963 0.0025396984361239707 0.0011861325807141184 0.0013024967711580163 0.0005583865561601968 0.0010067346399776406 0.0026942920621475094 0.00093432246435861451 0.0023546028709832763 0.0024059633264919594 0.0015081431064929629 0.0026221784869234232 0.0022402342419609962 0.0015123285972059859 0.0021480099928119925 0.0002990856805089955 0.0030743740515452251 -0.00024826710015120123 0.002446516036098407 0.0018110222318690318 0.0023291351816711022 0.0017894929567867362 0.0015455498473175839 0.00055028419404598615
leaf_weight=1117 74 191 20 34 21 48 24 20 24 63 35 22 45 22 220 24 27 21 301 33 21 34 65 21 398 20 31 25 43 77
leaf_count=1117 74 191 20 34 21 48 24 20 24 63 35 22 45 22 220 24 27 21 301 33 21 34 65 21 398 20 31 25 43 77
internal_value=0 0.00123759 0.00108996 0.0024064 0.00140395 0.00243845 0.00245631 0.00246747 0.00197773 0.00162977 0.000717534 0.000935497 0.00244883 0.000402267 0.00251953 0.00233853 0.00231882 0.00204194 0.00234453 0.00114523 0.00178808 0.000272209 0.00294857 9.00964e-05 0.00241556 0.00213554 0.00222446 0.00208822 0.00138144 0.000651718
internal_weight=0 673 599 2448 325 2351 2303 2279 101 97 274 162 2194 112 1337 857 812 69 743 224 48 90 85 55 442 44 77 56 63 99
internal_count=3121 673 599 2448 325 2351 2303 2279 101 97 274 162 2194 112 1337 857 812 69 743 224 48 90 85 55 442 44 77 56 63 99
is_linear=0
shrinkage=0.00148603


Tree=1722
num_leaves=31
num_cat=0
split_feature=1 3 4 376 130 123 44 4 2 2 14 0 15 0 133 43 16 15 157 13 150 48 15 0 15 160 159 159 475 15
split_gain=8.76298 1.51558 1.18991 1.36423 1.11632 1.048 0.850137 0.920291 0.758251 0.670722 0.63082 0.616738 0.662595 0.628854 0.561699 0.834861 0.536989 0.519638 0.81352 0.779367 0.940848 1.35994 0.834725 0.592719 1.28318 2.23786 0.986835 1.01981 0.604901 1.39999
threshold=0.10752500000000002 0.30112000000000005 0.41257000000000005 0.083785000000000012 -0.054924999999999995 1.0000000180025095e-35 0.081805000000000017 0.36766000000000004 0.14122000000000004 0.14838000000000004 -0.46166999999999997 -0.10474999999999998 -0.41396999999999995 -0.13843999999999998 -0.030254999999999994 -0.079914999999999986 -0.43320999999999993 1.0000000180025095e-35 -0.0091799999999999989 -0.077799999999999994 0.081835000000000019 0.085485000000000019 -0.12255999999999999 0.047850000000000011 -0.0072999999999999992 -0.081399999999999986 0.078675000000000009 0.10141500000000002 -0.07550999999999998 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 8 17 -6 -4 13 -13 -3 -7 -16 -12 19 -19 -1 22 -22 -21 24 26 -26 28 -28 -24 -30
right_child=1 11 10 -5 9 14 -8 -9 -10 -11 16 12 -14 -15 15 -17 -18 18 -20 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0019780158280784323 0.00041346074887649531 0.00041447446768993915 0.0014613134211713991 0.00032792709032877386 0.0018641467948087699 0.0021674034780427448 0.0029205300748427077 0.00099633974420866231 0.0010734140982873728 0.00070818605317950732 0.00090205073649914623 0.0007815356129154985 -0.00063038120635515286 0.0015977219945899868 0.0013953300204867095 2.7066130355185194e-05 0.00013424124611877768 0.0029847846620312262 0.0019649605020729002 0.0023462035428747502 -0.00011596198808954638 0.0016981316497978866 0.0021404138137501773 0.0020182120096549892 -0.00091144477704315689 0.0016665428755439512 0.0032286478293859972 0.0017387092585736117 0.001532670503871372 -0.00013316341981610565
leaf_weight=549 25 50 45 34 193 21 28 43 41 20 100 20 30 24 69 21 49 29 1078 73 25 37 46 126 20 31 27 43 204 20
leaf_count=549 25 50 45 34 193 21 28 43 41 20 100 20 30 24 69 21 49 29 1078 73 25 37 46 126 20 31 27 43 204 20
internal_value=0 0.00104027 0.00119737 0.00145379 0.00161462 0.00185343 0.00187962 0.00186743 0.00188338 0.00175561 0.000837845 0.000449906 -6.56145e-05 0.00079823 0.00128254 0.00107607 0.00064955 0.00189777 0.00199168 0.00181121 0.00167075 0.000966642 0.00174475 0.00165982 0.00154433 0.000655567 0.00167764 0.0023134 0.00151282 0.00138394
internal_weight=0 590 466 272 238 2531 2420 2392 2349 213 194 124 50 74 111 90 149 2308 1107 1201 652 62 590 517 391 51 340 70 270 224
internal_count=3121 590 466 272 238 2531 2420 2392 2349 213 194 124 50 74 111 90 149 2308 1107 1201 652 62 590 517 391 51 340 70 270 224
is_linear=0
shrinkage=0.00600863


Tree=1723
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 2 3 52 39 2 0 49 15 4 2 14 3 1 13 47 52 457 131 42
split_gain=363.254 57.7797 33.9961 29.0536 23.0071 17.4752 13.4973 12.5983 11.5157 11.032 9.23366 8.29195 5.83377 4.70479 3.79956 3.79847 3.63471 6.02524 3.06139 2.70732 2.68793 2.53017 2.52217 3.66531 2.46384 2.41621 2.33575 2.61246 2.25504 2.16159
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.10672500000000001 0.092365000000000017 0.31370500000000007 0.048770000000000008 0.089200000000000015 0.094835000000000017 -0.10151999999999999 0.0065400000000000015 -0.059484999999999989 0.0082450000000000006 0.13712500000000002 0.097795000000000007 0.090900000000000009 0.081670000000000006 -0.47860499999999995 0.090100000000000013 -0.56176499999999996 0.080930000000000016 0.091440000000000007 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 25 6 8 15 11 12 -6 16 14 24 20 -1 17 22 -17 29 -4 -10 23 -5 -14 -3 -13 -28 -2 -18
right_child=1 2 9 5 10 -7 -8 -9 21 -11 -12 26 13 -15 -16 18 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0030678085514358393 0.0029991162103345046 0.0014448048587716515 0.0016504534710762256 0.0030360963209619092 0.0026415394833852199 0.0016645354413849678 0.001999560376449615 0.001731191581568174 0.0035729753875246386 0.0018560461970588756 0.0016377684367372873 0.0030957638091588507 0.00066737217550801866 0.0011523895849394265 0.00093084318697887736 0.0026870018756414045 0.0030241192687011512 0.0033467286127121659 0.0019518758455430091 0.0026188100947491166 0.0010230532602560234 0.0029706797999336202 0.0021426417890888115 0.0023504515759991264 4.0359186429493206e-05 0.0018802617157693932 0.0027423212160460073 0.0022853620886541131 0.0024149881653987614 0.0029002118001686611
leaf_weight=26 54 191 38 33 73 26 37 69 67 34 28 39 31 26 95 29 836 25 22 48 25 20 27 36 25 33 584 29 20 495
leaf_count=26 54 191 38 33 73 26 37 69 67 34 28 39 31 26 95 29 836 25 22 48 25 20 27 36 25 33 584 29 20 495
internal_value=0 0.00160243 0.00144939 0.00283516 0.00177445 0.00287593 0.00288977 0.00219233 0.00290448 0.00106383 0.00236327 0.00288305 0.000951597 0.000629996 0.0011185 0.00260555 0.00294387 0.00269692 0.00236989 0.00296553 0.00140149 0.00343452 0.0025277 0.00267837 0.000387456 0.00150896 0.00274314 0.0027207 0.00284124 0.00297804
internal_weight=0 673 599 2448 325 2302 2276 146 2239 274 101 2152 240 82 158 77 1500 121 51 1379 63 87 96 69 56 224 652 613 74 1331
internal_count=3121 673 599 2448 325 2302 2276 146 2239 274 101 2152 240 82 158 77 1500 121 51 1379 63 87 96 69 56 224 652 613 74 1331
is_linear=0
shrinkage=0.00148603


Tree=1724
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 2 4 14 47 49 1 12 1 124 14 47 0 16 2 13 0 0 39 3 4 16
split_gain=288.53 32.6393 30.4113 25.1514 17.3342 12.6108 10.4285 9.26719 8.60127 6.27865 5.86124 4.83868 4.15543 3.66909 3.65288 3.63411 3.49347 3.89684 3.49153 3.16328 6.09513 2.74094 2.56393 2.77749 2.40313 2.37068 2.3531 2.13065 2.09921 1.861
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.091475000000000015 0.082585000000000006 -0.17966999999999997 0.11389000000000002 0.033845000000000007 0.076175000000000007 0.077555000000000013 -0.012034999999999999 0.15471500000000002 0.13597000000000004 0.10124500000000002 -0.072314999999999977 0.062655000000000016 0.10019500000000002 -0.061629999999999997 0.10994000000000002 0.11928500000000002 -0.0021749999999999994 -0.13843999999999998 -0.09595999999999999 0.088025000000000006 0.090900000000000009 0.052250000000000012 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 9 26 11 19 -6 12 15 24 18 -2 -7 25 17 -10 21 22 -21 27 23 -5 -4 -8 -3 -1 -26 -27
right_child=1 5 6 7 8 14 10 -9 16 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 28 29 -28 -29 -30 -31
leaf_value=0.0019933641808987219 0.0013398070872234866 0.001110512111832716 0.0018581243608330638 0.00099847500793026536 0.0022328809785016565 0.00048951075156638982 0.002582135630925418 0.00053490972429247341 0.0012117374691528757 0.0013233975095563414 0.0018587273516452282 0.0028050993144200457 0.0026419902512785061 0.0020420812776165949 -5.8224674168306904e-05 0.0016625060686291443 0.0011338312641674246 0.0018907068942844902 0.0026532951341460718 0.0019525020186468402 0.00092976313965194843 0.0023426641574650275 0.00067653565539575191 0.0016858204241112524 0.0023412551443942491 0.0022683016251020928 0.0006656389399932541 0.0015257842679597868 0.002101468415181126 0.0021062430414142607
leaf_weight=93 20 97 25 37 28 116 34 58 35 22 156 46 33 92 35 29 85 40 20 31 22 38 26 20 1100 285 36 28 87 347
leaf_count=93 20 97 25 37 28 116 34 58 35 22 156 46 33 92 35 29 85 40 20 31 22 38 26 20 1100 285 36 28 87 347
internal_value=0 0.00101924 0.00217322 0.00135596 0.00180907 0.000656437 0.00224609 0.00103225 0.00147306 0.00207903 0.00211904 0.00233203 0.00215744 0.00191668 0.000362552 0.00217746 0.00134009 0.00157385 0.00206811 0.00124435 0.00152797 0.0019945 0.00106325 0.00123965 0.00231408 0.00219989 0.000990095 0.00188516 0.00232368 0.00217932
internal_weight=0 590 2531 306 422 284 2109 194 188 234 851 1258 212 112 151 695 160 75 179 136 53 159 83 57 1212 666 133 121 1187 632
internal_count=3121 590 2531 306 422 284 2109 194 188 234 851 1258 212 112 151 695 160 75 179 136 53 159 83 57 1212 666 133 121 1187 632
is_linear=0
shrinkage=0.00148603


Tree=1725
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 47 2 14 11 2 1 15 3 1 1429 4 2 52 52 52 43 131 11 12 43 2
split_gain=320.673 53.3216 29.8085 25.6549 21.198 16.5001 12.6422 12.2157 12.0459 10.4467 8.26793 6.3364 4.97004 3.5789 3.01111 2.94409 2.76298 2.73543 3.67894 2.70831 2.67418 3.07168 2.61607 2.48601 2.87506 2.1555 2.11065 2.0343 1.93553 1.89901
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.091265000000000013 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.13754500000000003 0.062655000000000016 1.0000000180025095e-35 0.094835000000000017 0.16540500000000002 -0.053579999999999996 -0.11171999999999999 0.080270000000000022 0.084690000000000015 -0.0073899999999999999 0.14122000000000004 0.13389000000000004 0.31359500000000001 0.039215000000000007 -0.076484999999999984 0.09031500000000002 0.08776500000000001 0.096475000000000019 -0.016814999999999997 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 7 20 6 11 13 27 14 12 17 16 -1 -4 -15 28 22 -19 -18 21 -3 -5 24 -21 -2 29 -6 -8 -14
right_child=1 2 9 5 8 -7 10 -9 -10 -11 -12 -13 26 15 -16 -17 19 18 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002875779866504914 0.0028287462813735174 0.0013449622306881898 0.00080714069217201743 0.0028045342425665172 0.0027127772718476919 0.0013261942860929154 0.0025185098034110395 0.0015593501734668279 0.0014043903138609727 0.0017424871343367282 0.0018425762745931666 0.003219429250490592 0.0034496466492838725 0.0024970542468199996 0.00021843579035439505 0.0017715867806804401 0.0026327952240196573 0.0026807228043850286 0.002059381539290753 0.0025922587848361055 0.00092529311640138483 0.0019251243058966375 0.0023653826253147194 0.0025971674578396126 0.0021564349885258055 0.002290351814874231 0.0026322877485385797 0.0022278779263825836 0.0019036100130490571 0.0028169585882179622
leaf_weight=26 52 240 150 889 29 20 20 67 40 26 37 64 22 30 22 21 357 484 22 51 30 22 31 116 97 24 30 56 26 20
leaf_count=26 52 240 150 889 29 20 20 67 40 26 37 64 22 30 22 21 357 484 22 51 30 22 31 116 97 24 30 56 26 20
internal_value=0 0.00148445 0.00133934 0.00263171 0.00156477 0.00267003 0.0026819 0.00202335 0.00207686 0.000864552 0.00252809 0.002762 0.00256241 0.00242708 0.000731841 0.00219833 0.00252237 0.00274147 0.00265371 0.0025484 0.00134556 0.00139368 0.00278974 0.00243428 0.00230662 0.00265873 0.00293333 0.00239331 0.00217096 0.00314837
internal_weight=0 691 615 2430 417 2286 2266 144 125 198 776 1490 739 77 172 51 667 1426 506 621 292 262 920 264 148 76 72 85 46 42
internal_count=3121 691 615 2430 417 2286 2266 144 125 198 776 1490 739 77 172 51 667 1426 506 621 292 262 920 264 148 76 72 85 46 42
is_linear=0
shrinkage=0.00148603


Tree=1726
num_leaves=31
num_cat=0
split_feature=1 4 123 16 157 159 1 4 2 133 3 4 47 15 44 15 4 13 151 15 4 4 49 133 43 475 157 15 1447 1447
split_gain=11.8489 1.88208 1.35757 1.23933 1.24062 1.23801 0.915138 0.907336 0.902832 0.821195 0.672755 0.734246 0.618513 0.588259 0.579212 0.591212 1.00157 0.832301 1.00345 0.86033 0.752553 1.78099 0.589965 0.577023 0.749509 0.57543 0.663023 0.838286 0.56258 0.938056
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 0.40020000000000006 -0.081749999999999975 0.085545000000000024 0.14860500000000001 0.36766000000000004 0.14122000000000004 0.085635000000000003 0.13524500000000003 -0.0092149999999999992 0.11893500000000001 -0.074054999999999996 0.081805000000000017 0.040760000000000005 -0.15464999999999998 -0.077799999999999994 0.032230000000000009 -0.12255999999999999 -0.27825499999999997 -0.14098499999999997 -0.081604999999999997 -0.030254999999999994 -0.079914999999999986 -0.084049999999999986 -0.025309999999999996 -0.045854999999999993 -0.086059999999999984 -0.085024999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 9 -3 8 14 10 11 -6 -5 -12 15 17 -17 -1 19 -19 -21 -22 -23 -4 -25 -24 27 -27 -18 -30
right_child=1 6 23 12 5 -7 -8 -9 -10 -11 13 -13 -14 -15 -16 16 28 18 -20 20 21 22 25 24 -26 26 -28 -29 29 -31
leaf_value=0.0020643040941227971 -0.00011498831383330088 0.00088229523420268053 0.0021710273473637552 0.0023814065377764171 0.0030095793236450488 0.00059238458705560503 2.7011702329509907e-05 0.0011894220592902846 0.0011684922265959095 0.00087027094550479374 0.0018410945594989814 0.0017610704703011296 0.0013271790135760721 0.00059195293307499517 0.0028233285104882402 0.0028857594426119843 0.0027029138669985944 0.0023742570354586337 0.00054866083826617942 0.0021033397839149179 4.9124763118385661e-05 0.00095648533278470862 0.0024228317597720758 0.0014286068762611132 0.00023090044201872495 0.0015939095339728585 0.0018176665886583934 0.0002529977631193652 0.00091524536116383004 0.0020493623297172412
leaf_weight=557 21 238 21 47 21 56 46 45 41 40 26 47 27 21 26 46 39 74 20 133 21 30 37 69 21 51 276 20 23 981
leaf_count=557 21 238 21 47 21 56 46 45 41 40 26 47 27 21 26 46 39 74 20 133 21 30 37 69 21 51 276 20 23 981
internal_value=0 0.0010692 0.00194275 0.00137124 0.00117173 0.00129979 0.000743763 0.00197029 0.00198508 0.00155537 0.00179366 0.00214664 0.00199676 0.00128297 0.00199943 0.00199015 0.00208414 0.00190617 0.00177312 0.00181127 0.00173792 0.0016262 0.00170619 0.00134247 0.00114914 0.00176477 0.0016946 0.00121619 0.00204879 0.00202338
internal_weight=0 590 2531 306 232 211 284 2420 2375 155 115 68 74 47 2334 2308 1089 1219 662 642 568 435 414 111 90 384 347 71 1043 1004
internal_count=3121 590 2531 306 232 211 284 2420 2375 155 115 68 74 47 2334 2308 1089 1219 662 642 568 435 414 111 90 384 347 71 1043 1004
is_linear=0
shrinkage=0.00555105


Tree=1727
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 52 2 14 4 15 1 123 39 401 12 133 3 43 402 15 11 3 457 43 0 3 0 1456 0 43
split_gain=9.63124 2.24126 1.05114 0.946697 0.927339 0.999861 0.89671 0.984925 0.797264 0.693611 0.644372 0.635574 0.662455 0.693934 0.900646 0.922589 0.918934 0.638456 0.595665 0.57402 0.902613 0.568614 0.53376 0.645064 0.846324 1.36744 0.737284 0.526539 0.677278 0.985256
threshold=0.10293500000000001 -0.053259999999999995 0.31358000000000003 0.40124500000000002 0.11018500000000002 -0.23375999999999997 0.095545000000000005 0.076975000000000002 -0.17966999999999997 -0.41942499999999994 0.12000500000000001 0.084025000000000016 0.10076500000000001 0.080710000000000018 0.090285000000000018 0.039215000000000007 -0.084144999999999984 0.016310000000000002 0.11942500000000002 -0.41942499999999994 0.084110000000000004 0.095270000000000007 0.094310000000000019 -0.078139999999999973 -0.075934999999999989 0.11924500000000002 -0.14723999999999998 0.056265000000000009 -0.066089999999999996 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 6 19 -6 7 27 -3 -7 22 12 13 14 15 17 -17 21 -15 -2 -21 -8 23 26 25 -25 -10 28 -1 -30
right_child=1 2 -4 -5 5 9 11 -9 10 -11 -12 -13 -14 18 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.002003268362014921 0.00091346132912829966 0.0017522429516668894 -0.00029868381850013193 0.00069001465785541128 0.0022389549021218898 0.0014601470764577726 0.0026161172234810894 0.0027438918435029971 5.9142725152779791e-06 0.00021526144379688651 0.00064553450614644986 0.00089257512993072129 0.00078911793432412294 0.00043118633079901537 0.0017404050263660792 0.0040087238032288607 0.0023010616835343408 0.00099522915267971765 0.0018773992090857963 0.0017297612534487865 0.0028279906898926324 0.0016056820205548644 0.00035540480888006262 0.0028485702591669613 0.00060456784388180685 0.0011432308879348952 0.0013076688183210452 0.002338239587382448 0.00067034093652282257 0.0020000702090319745
leaf_weight=1446 21 44 26 22 22 29 52 71 26 40 207 30 23 23 345 20 29 20 20 117 37 35 28 33 24 38 44 163 36 50
leaf_count=1446 21 44 26 22 22 29 52 71 26 40 207 30 23 23 345 20 29 20 20 117 37 35 28 33 24 38 44 163 36 50
internal_value=0 0.00115349 0.000899056 0.0019555 0.00160305 0.00110123 0.00196728 0.0020367 0.000969194 0.000738474 0.000883058 0.00176194 0.00180794 0.00185101 0.00191514 0.00230158 0.00299807 0.00198263 0.00110384 0.001864 0.00199362 0.00220962 0.00113781 0.00127058 0.00159953 0.00193585 0.00082416 0.00200708 0.00197184 0.00144344
internal_weight=0 736 470 2385 266 91 2363 1766 444 69 400 597 567 544 501 156 49 107 43 175 154 87 193 165 95 71 70 1695 1532 86
internal_count=3121 736 470 2385 266 91 2363 1766 444 69 400 597 567 544 501 156 49 107 43 175 154 87 193 165 95 71 70 1695 1532 86
is_linear=0
shrinkage=0.0061288


Tree=1728
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 159 2 4 11 2 52 1 124 1 47 0 1 147 12 2 0 43 2 150 14 16 0
split_gain=252.545 31.1122 28.0296 23.9396 16.2785 10.7679 9.4541 8.73086 7.57591 6.52748 5.57782 5.49093 5.37258 4.33844 4.40893 4.03314 3.9622 3.92811 3.87188 3.82013 3.22748 3.13205 2.88132 4.11589 2.77637 2.75448 2.96703 2.55676 2.90434 2.42657
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.047929999999999993 0.092390000000000014 0.13075500000000004 -0.17966999999999997 0.092550000000000007 0.082585000000000006 0.11824000000000001 0.053180000000000012 1.0000000180025095e-35 0.11389000000000002 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.086105000000000015 0.077555000000000013 -0.073574999999999988 0.16540500000000002 0.088610000000000008 0.13597000000000004 0.089005000000000015 -0.11437499999999999 -0.081289999999999987 0.14285500000000004 1.0000000180025095e-35 0.062655000000000016 0.10994000000000002 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 12 20 -6 11 25 -2 18 22 17 14 15 -8 -13 27 29 -7 -3 -20 -4 -24 -16 26 -5 28 -1 -9
right_child=1 5 7 8 6 19 13 10 -10 -11 -12 16 -14 -15 24 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020918207730095018 0.0023013321148396006 0.0013443862494167738 0.0025249925263967216 0.0017649161714781124 0.0024910511950177096 0.00075926671721154556 0.0013423622245530404 0.0029025809176130542 0.00083726604552313412 0.001369767084228084 0.002023883274587546 0.0030648522272004293 0.0015826930128094825 0.0021522629141497007 0.0015242392488188524 0.0020899098690199498 0.0023946270970842186 0.0028253218599519547 0.0022849744742207538 7.6183166733954211e-05 0.00070954307487327162 0.0017010339900132038 0.001782017284172718 0.0024109572742310134 0.00094194772178612398 0.00099310291266818175 0.0012575685040381241 0.002768120809410155 0.0025627602615465885 0.0024381506608729575
leaf_weight=121 98 112 963 70 28 130 30 27 57 20 125 64 22 23 33 34 28 33 260 21 21 22 25 284 40 21 40 20 38 311
leaf_count=121 98 112 963 70 28 130 30 27 57 20 125 64 22 23 33 34 28 33 260 21 21 22 25 284 40 21 40 20 38 311
internal_value=0 0.00129005 0.00236967 0.0016188 0.00202007 0.000935832 0.00169445 0.00243962 0.0012895 0.00214344 0.00231025 0.00251029 0.00228168 0.00155505 0.00145479 0.0017395 0.00286087 0.00235421 0.00236798 0.000664268 0.00124415 0.00223942 0.00248493 0.00236007 0.00120518 0.00148628 0.00158043 0.00226736 0.00220437 0.00247525
internal_weight=0 590 2531 306 422 284 188 2109 188 118 745 1364 234 160 137 64 92 212 620 151 133 282 1272 309 73 131 110 179 159 338
internal_count=3121 590 2531 306 422 284 188 2109 188 118 745 1364 234 160 137 64 92 212 620 151 133 282 1272 309 73 131 110 179 159 338
is_linear=0
shrinkage=0.00148603


Tree=1729
num_leaves=31
num_cat=0
split_feature=1 3 3 3 3 4 12 2 52 2 15 16 39 51 51 43 16 41 2 3 1209 475 42 4 1455 160 133 4 13 3
split_gain=9.10168 2.08742 0.975972 1.11301 0.868881 0.860774 0.85162 0.837076 0.893345 0.815588 0.814488 0.742342 0.694828 0.673494 0.766895 0.960041 0.6502 0.624412 0.616425 0.609448 0.604356 0.647908 1.36311 0.742953 0.673468 0.741178 0.634469 0.722619 0.969741 1.10071
threshold=0.10293500000000001 -0.053259999999999995 0.31370500000000007 0.076840000000000006 0.11658 0.40124500000000002 -0.42850999999999995 0.11018500000000002 -0.23375999999999997 0.092365000000000017 -0.018314999999999994 -0.51370499999999997 0.11593500000000001 -0.14660499999999996 -0.095144999999999993 -0.082689999999999986 -0.45661999999999997 0.083975000000000008 0.15950500000000004 0.149315 0.083050000000000013 -0.085684999999999997 0.083795000000000022 -0.015624999999999998 -0.23681499999999997 -0.55323499999999981 -0.071719999999999992 -0.084369999999999987 -0.091054999999999983 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 12 -5 9 -4 -2 -9 13 11 -6 -3 -1 15 -15 -11 -10 -8 -13 21 22 23 -16 -23 -26 -27 -28 -29 -30
right_child=1 2 6 4 10 -7 18 8 17 16 -12 19 -14 14 20 -17 -18 -19 -20 -21 -22 24 -24 -25 25 26 27 28 29 -31
leaf_value=0.0028568032921505548 0.0018021669382328209 0.00086558778609326396 0.0011244392050504166 0.0021579116933171153 0.00056074402432934481 0.00069334133208221078 0.0003513864569589547 0.0021528845126890274 0.00032231728670016217 0.0023439167710849434 0.00014018764673327295 0.0025643809106067447 -0.00025983099876821425 0.00019889841472978329 0.0025000049028731266 0.0018303598231496545 0.0016941017789892186 0.0015590988344506684 -0.00089594036367437579 0.001244066410713815 0.0023973397390893193 0.0030166813304322439 0.0016043449410653794 0.0040848172506096365 0.00076825101182183373 0.0021706430373189464 0.0021600262078909516 0.00086408463782276595 0.0018563660176058605 0.00039685265236753689
leaf_weight=33 175 198 35 44 25 22 46 22 46 63 24 24 23 20 25 42 706 23 22 29 131 21 36 20 21 308 217 43 657 20
leaf_count=33 175 198 35 44 25 22 46 22 46 63 24 24 23 20 25 42 706 23 22 29 131 21 36 20 21 308 217 43 657 20
internal_value=0 0.00112038 0.000874836 0.00102279 0.00143804 0.00190003 0.000347655 0.00155424 0.00107747 0.00191127 0.00112751 0.0014313 0.000748463 0.00199035 0.00197204 0.00130408 0.00174734 0.000734578 -5.21605e-05 0.00184194 0.00199966 0.00196158 0.00249325 0.00320437 0.00192812 0.00191006 0.00192932 0.00185 0.00175656 0.00181325
internal_weight=0 736 470 367 146 2385 103 266 91 2363 102 78 221 1594 1561 62 769 69 68 53 1499 1368 81 45 1287 1266 1245 937 720 677
internal_count=3121 736 470 367 146 2385 103 266 91 2363 102 78 221 1594 1561 62 769 69 68 53 1499 1368 81 45 1287 1266 1245 937 720 677
is_linear=0
shrinkage=0.0061288


Tree=1730
num_leaves=31
num_cat=0
split_feature=1 4 457 3 14 16 0 14 10 4 12 16 15 4 10 48 14 0 4 49 159 3 4 3 16 39 0 1213 130 1213
split_gain=7.37236 1.75566 1.35807 1.15881 0.834444 2.11808 0.809266 0.758318 0.749474 0.746169 0.677581 0.630985 0.617707 0.767596 0.57141 0.563336 0.623817 0.618814 1.65816 1.10143 1.17152 0.98797 0.904214 0.776192 0.542845 0.561554 0.528431 1.0331 0.718178 0.673901
threshold=0.10293500000000001 0.26790000000000008 0.079590000000000008 -0.07793499999999999 -0.42495999999999995 -0.23935499999999996 0.18019500000000002 0.062655000000000016 -0.012544999999999999 0.51303500000000013 0.10124000000000001 -0.23935499999999996 -0.013104999999999999 -0.15464999999999998 -0.074314999999999978 0.10168500000000001 -1.0000000180025095e-35 -0.11173999999999999 0.0033150000000000007 -0.023059999999999997 0.076905000000000015 -0.0037349999999999996 0.022185000000000003 0.090900000000000009 0.51524500000000006 0.093755000000000019 -0.086074999999999985 0.104315 0.098975000000000021 0.039620000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 9 10 7 8 -1 -3 14 -5 -9 -14 -6 16 -10 18 21 -20 -21 -18 26 -23 25 -13 27 28 29 -19
right_child=1 4 -4 11 5 -7 -8 12 15 -11 -12 24 13 -15 -16 -17 17 22 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069379262457681403 0.0018313377563473707 0.0016266107114722701 0.00036985723844888468 0.0020474508503831633 0.0016373886069170943 -0.0012646303113709992 0.00066556780340531715 0.0031006073784556353 0.0027042293259480991 0.00037154929499446282 -0.00010408217174564438 0.001046650505143621 0.0028641897883840087 0.0015138716046324151 0.00066567206934278961 0.0012471833643236578 -0.00047656682852419786 0.0018285932679255896 0.0010070620210689406 0.0032895165928202115 0.001627063855206209 0.0018202791947639668 0.0013224487366461158 0.00023350391254460187 0.0018373754207358501 0.00014359385735482173 0.0016686108959424622 0.00082042246321466542 0.0030311493976661764 0.0025377752922502478
leaf_weight=29 119 48 56 23 24 22 29 20 20 25 35 163 21 48 168 116 21 379 39 24 38 23 209 20 25 28 1246 29 21 53
leaf_count=29 119 48 56 23 24 22 29 20 20 25 35 163 21 48 168 116 21 379 39 24 38 23 209 20 25 28 1246 29 21 53
internal_value=0 0.000969189 0.00122293 0.00135637 0.000642955 0.000480584 0.00164363 0.00165567 0.00163473 0.0011968 0.000649724 0.00111988 0.00218906 0.00192484 0.000787137 0.00164692 0.00166877 0.00165892 0.00131261 0.0017827 0.00227059 0.000570759 0.00168842 0.00108224 0.00102111 0.000914265 0.00173268 0.00189831 0.00196731 0.0019156
internal_weight=0 736 414 358 322 249 2385 2356 2267 73 227 239 89 69 192 2238 2122 2102 165 101 62 64 1937 43 216 191 1728 482 453 432
internal_count=3121 736 414 358 322 249 2385 2356 2267 73 227 239 89 69 192 2238 2122 2102 165 101 62 64 1937 43 216 191 1728 482 453 432
is_linear=0
shrinkage=0.00589082


Tree=1731
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 1 2 14 13 1 1 4 1 13 4 4 148 0 16 13 52 0 4 1 47 52 4
split_gain=257.054 33.7233 27.5248 22.8702 19.4987 13.1564 11.0837 8.79322 8.65582 7.87718 5.65442 5.30526 4.62268 4.5041 4.37296 6.15878 3.99698 3.67108 3.57511 3.47006 3.27656 2.34193 2.27578 2.23525 2.23193 2.17363 2.13315 1.90796 1.87166 2.11921
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.076175000000000007 -0.00096999999999999983 0.091195000000000012 0.16540500000000002 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 0.0061450000000000003 0.024790000000000003 -0.043434999999999994 -0.066089999999999996 0.25792000000000009 -0.083364999999999981 -0.56176499999999996 -0.093584999999999988 0.063160000000000008 0.11588000000000001 0.08265500000000002 0.40674500000000008 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 5 7 19 10 -4 11 12 17 28 -8 16 22 -9 -5 -13 -3 -14 26 -16 -18 -25 -7 -2 -24 29 -1
right_child=1 6 8 9 -6 25 13 14 -10 -11 -12 18 20 -15 15 -17 23 -19 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0030802633272073812 0.0023521106591971675 0.00076908969013185849 0.0023543509893178532 0.001160898394207106 0.0015175802710781774 0.0013198962699376797 0.00082308383183290047 0.001863548153194442 0.0014541110664323686 0.00085542754800713356 0.0030476607052107836 0.0022226604698327005 0.0024398092936722469 8.1366430825908823e-05 0.002534672422068885 0.0016441552911071724 0.0028200755210710045 0.001779369248969279 0.0014684575055951778 0.0014151140819569571 0.0018249519634653999 0.0024470178807826895 0.0022392844227798097 0.0028513884989175989 0.0024602093960251824 0.0020044179892521725 0.0016885308315496104 0.0027050794203746617 0.0022412150565979958 0.0026143178111134118
leaf_weight=22 20 22 34 67 45 20 130 21 77 44 58 35 216 21 101 30 51 31 23 111 21 63 258 35 404 21 23 21 29 1067
leaf_count=22 20 22 34 67 45 20 130 21 77 44 58 35 216 21 101 30 51 31 23 111 21 63 258 35 404 21 23 21 29 1067
internal_value=0 0.00136423 0.00245345 0.0017065 0.00248664 0.002505 0.000995448 0.00251966 0.00172986 0.00141074 0.00259329 0.00156736 0.00257385 0.000719931 0.00240668 0.00229236 0.0024984 0.00135654 0.00192358 0.00130825 0.00238533 0.00226453 0.00234354 0.00252561 0.0024914 0.0016705 0.00199717 0.00227434 0.00261381 0.00262373
internal_weight=0 590 2531 306 2420 2375 284 2334 111 200 1413 156 1355 151 921 410 511 98 58 133 237 106 380 490 439 41 43 279 1118 1089
internal_count=3121 590 2531 306 2420 2375 284 2334 111 200 1413 156 1355 151 921 410 511 98 58 133 237 106 380 490 439 41 43 279 1118 1089
is_linear=0
shrinkage=0.00148603


Tree=1732
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 2 1 4 2 14 52 457 12 1 0 1 2 4 4 12 13 39 43 3 13 159 3 0 12
split_gain=184.039 23.8824 21.7371 17.9877 11.5214 8.70995 7.88518 7.07651 6.57364 5.18037 4.09719 3.33447 3.76143 4.30786 3.05928 2.92072 2.37498 2.248 2.12176 1.97028 1.94832 1.79624 3.33669 1.72574 2.64595 1.62265 1.61814 2.04693 1.55309 1.50261
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13082500000000002 0.13754500000000003 0.09253500000000002 0.2623950000000001 0.089885000000000007 0.076175000000000007 -0.56176499999999996 0.080930000000000016 0.08815000000000002 0.091195000000000012 -0.066089999999999996 0.15022500000000003 0.14122000000000004 -0.036839999999999991 0.04735000000000001 -0.10022999999999999 -0.077799999999999994 0.095830000000000012 -0.078139999999999973 0.30112000000000005 -0.16152999999999998 0.0089800000000000019 -0.091054999999999983 -0.026509999999999995 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 16 9 -4 18 10 14 -11 19 -14 -1 -16 20 23 -5 25 -3 -22 -23 -2 -25 -13 29 -28 -8 -27
right_child=1 5 7 8 -6 -7 28 -9 -10 11 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0023747425749048607 0.0010525449310547635 0.0012200152294970326 0.002151329801888569 0.0025081395780512158 0.0014617850971499185 0.0015355373250425231 0.0019463614195590596 0.0012702519580710498 0.0013652602356097059 0.0025937882063201659 0.0027761270056629031 0.0018303702703031009 0.0013644048496494047 0.0023281636910750412 0.0022292277419725432 0.0016008642049676011 0.00040287912548022612 0.00076088351059539589 0.0020070241764438947 0.0020653634843202295 0.00048322209044181918 0.0012971316812290762 0.00056398225648560715 0.0015168439738417569 0.001020742857696415 0.0023122349723103583 0.0021590222679084823 0.0027322210691049309 0.0013529904379362553 0.0021387439566676845
leaf_weight=1118 63 24 34 32 45 38 21 77 36 53 58 23 30 20 216 21 53 25 69 199 49 29 36 97 39 293 27 40 25 231
leaf_count=1118 63 24 34 32 45 38 21 77 36 53 58 23 30 20 216 21 53 25 69 199 49 29 36 97 39 293 27 40 25 231
internal_value=0 0.00123856 0.00223616 0.00149632 0.00226809 0.000832233 0.00228337 0.00154013 0.00195543 0.00229639 0.00235747 0.00220217 0.00217812 0.00174991 0.00233955 0.00217355 0.000692309 0.00121551 0.00216579 0.00220446 0.000803467 0.000715772 0.00089108 0.00127263 0.00137458 0.00224954 0.00226585 0.00250123 0.00162388 0.00223575
internal_weight=0 590 2531 361 2420 229 2375 111 137 2329 1413 916 863 50 1355 237 191 224 101 813 138 114 65 199 136 614 591 67 46 524
internal_count=3121 590 2531 361 2420 229 2375 111 137 2329 1413 916 863 50 1355 237 191 224 101 813 138 114 65 199 136 614 591 67 46 524
is_linear=0
shrinkage=0.00160853


Tree=1733
num_leaves=31
num_cat=0
split_feature=1 1 9 155 2 13 12 51 2 43 0 13 15 52 49 11 41 0 49 4 15 16 475 13 158 4 159 42 401 13
split_gain=8.22655 1.47174 1.16483 1.07205 0.97121 1.02407 0.905908 0.883852 0.882272 0.881504 0.713712 0.678774 1.02379 0.696899 1.08562 0.583964 0.756532 0.582602 0.880934 0.572982 0.572854 0.58187 0.624464 0.551301 0.528047 0.560516 0.999176 0.52606 0.516344 0.615406
threshold=0.10752500000000002 0.13707500000000003 -1.0000000180025095e-35 0.10158500000000002 0.10045500000000002 -0.23438999999999996 0.11734000000000001 -0.43017499999999992 -0.14451499999999998 0.084740000000000024 -0.14454499999999995 -0.06977499999999999 -0.040804999999999994 -0.56176499999999996 -0.014169999999999999 0.079915000000000014 0.081560000000000007 0.024095000000000002 -1.0000000180025095e-35 -0.0065699999999999986 -0.076244999999999993 -1.0000000180025095e-35 -0.076304999999999984 -0.043669999999999994 0.080150000000000013 0.0061450000000000003 -0.092104999999999979 -0.080354999999999982 0.083100000000000021 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 8 -6 7 -2 -4 -9 -7 12 19 -13 -15 24 -17 18 -3 -12 -16 23 -23 -22 25 28 -27 -24 29 -10
right_child=1 17 4 -5 5 10 -8 9 15 -11 11 13 -14 14 20 16 -18 -19 -20 -21 21 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00048868967110034982 0.0021885048340854448 -0.00033776345257858218 0.00088700625378945849 0.0024494003501696936 0.00021486360726295848 0.0011062959259438778 0.0022643069184538488 0.00088161229709900787 0.0019349579691834266 0.0021483679442231354 0.0026675032212215635 0.0024815497940769361 0.0030267530005306958 9.5606080573122101e-05 0.0021565054015447193 0.0031513888050639354 0.001628506308997148 -0.00048286779753074072 0.00090693547491879579 0.0014324422069883513 0.0013529368135265247 0.0021856970049621864 0.0016882804549861444 0.002454078880354778 0.0022476215810604654 0.0028072251050908978 0.0013461587170475711 0.00070979139080199762 0.0022595137926807404 0.0014392971069532212
leaf_weight=25 26 29 32 27 20 74 27 322 1235 24 21 35 40 20 65 36 21 21 114 56 36 22 32 38 197 22 141 74 178 111
leaf_count=25 26 29 32 27 20 74 27 322 1235 24 21 35 40 20 65 36 21 21 114 56 36 22 32 38 197 22 141 74 178 111
internal_value=0 0.00102215 0.00185825 0.00121974 0.00187191 0.0016304 0.00113653 0.00105468 0.00193716 0.00096948 0.00168559 0.00178323 0.00219918 0.0016321 0.0015285 0.00195447 0.00259033 0.000508874 0.000654514 0.00176928 0.00163584 0.0014683 0.00120808 0.00191839 0.00193523 0.00189875 0.00154336 0.00100518 0.00193676 0.00189408
internal_weight=0 590 2531 426 2506 533 399 372 1973 346 513 439 117 322 287 1941 57 164 143 77 267 202 128 74 1884 1687 163 106 1524 1346
internal_count=3121 590 2531 426 2506 533 399 372 1973 346 513 439 117 322 287 1941 57 164 143 77 267 202 128 74 1884 1687 163 106 1524 1346
is_linear=0
shrinkage=0.00637641


Tree=1734
num_leaves=31
num_cat=0
split_feature=1 2 12 106 150 11 11 10 34 43 376 123 13 2 0 12 0 151 12 52 16 4 3 474 0 12 0 43 43 52
split_gain=6.6971 1.74179 1.20644 1.1731 1.14698 0.94975 0.943011 0.905968 0.864783 0.845099 0.831419 0.793675 0.924999 0.761032 0.755737 0.840043 0.728943 0.919702 0.605479 0.599334 0.580284 0.57598 0.565989 0.513921 0.509755 0.514719 1.66578 0.752917 1.23766 0.777188
threshold=0.11829500000000003 0.10060500000000001 0.087505000000000013 0.086340000000000014 1.0000000180025095e-35 0.080455000000000013 0.085155000000000022 -0.005834999999999999 -0.038779999999999995 -0.077044999999999988 1.0000000180025095e-35 0.12630500000000003 -0.28558999999999996 -0.090999999999999984 -0.019414999999999998 -0.088589999999999988 -0.23091999999999999 -0.072119999999999976 0.097145000000000023 -0.020999999999999994 -0.0048099999999999992 -0.033174999999999989 0.11924500000000002 0.037915000000000011 0.13134000000000004 0.087695000000000009 -0.060129999999999996 0.093175000000000022 0.016310000000000002 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 9 13 -7 14 -9 10 20 12 -10 -1 15 -2 -6 -18 23 -8 -3 -14 -11 -4 25 27 -27 28 -15 -30
right_child=7 2 18 -5 16 6 19 8 11 22 -12 -13 21 24 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00067203706547330376 0.0012536209291274271 0.00088711583204509586 0.0014878668505559336 0.00030282936552523726 0.0011438148947406344 0.0029120476311949531 0.0022618970129625361 -0.00030990281070014675 0.00035835774535661861 0.0015911682894632865 0.0015297541648895832 -0.00020564855603801992 0.0018523650324728223 0.0015787210057816769 -0.00076359186255399946 -0.00011927833021587025 0.00050712790327274459 -0.00091636830163477887 0.0011781388744754834 0.00092957472968131284 -0.00035658563395195352 0.00099145092623920063 0.00080410446857765664 0.0023714398526817303 0.0023054018557919537 0.0014256461225560376 0.00016316328198359768 0.0024101143451277615 0.0013226771944605882 -0.00011092517151391978
leaf_weight=35 22 20 128 25 25 27 20 21 64 94 20 20 27 891 22 33 41 20 228 20 25 156 38 23 22 947 32 30 24 21
leaf_count=35 22 20 128 25 25 27 20 21 64 94 20 20 27 891 22 33 41 20 228 20 25 156 38 23 22 947 32 30 24 21
internal_value=0 0.00139773 0.0011544 0.00147466 0.000885543 0.00148882 0.00212619 0.000613256 0.000753452 0.00111446 0.000606504 0.000837087 0.000921519 0.00146749 8.8889e-05 0.000429881 0.000361166 4.04078e-05 0.00135516 0.00159574 0.000196171 0.00111847 0.00136459 0.00162245 0.00148164 0.00147232 0.00138438 0.00156145 0.00153425 0.000653663
internal_weight=0 2756 662 2094 283 2069 67 365 288 197 65 267 247 2002 77 55 86 61 379 40 45 183 132 151 1967 1945 979 966 936 45
internal_count=3121 2756 662 2094 283 2069 67 365 288 197 65 267 247 2002 77 55 86 61 379 40 45 183 132 151 1967 1945 979 966 936 45
is_linear=0
shrinkage=0.0054422


Tree=1735
num_leaves=31
num_cat=0
split_feature=4 2 3 149 12 1 2 45 39 2 2 9 457 14 0 157 16 160 160 12 52 42 14 13 4 41 49 4 1 16
split_gain=5.55563 1.78238 1.28468 1.15031 0.961566 0.901731 0.883398 0.779347 0.759009 0.667136 0.888387 0.707296 0.642595 0.689465 0.638935 1.02932 0.912052 1.04739 1.06499 1.21964 0.631974 0.581744 0.557639 0.509093 0.493753 0.491626 0.484274 0.483255 0.683463 0.529113
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.010834999999999999 0.09253500000000002 0.25063000000000007 0.084355000000000013 0.10076500000000001 -0.0091949999999999983 1.0000000180025095e-35 -0.08477999999999998 0.31508000000000008 0.019675000000000002 -0.10096999999999999 -0.067349999999999979 -0.014034999999999997 0.088755000000000014 -0.027994999999999996 0.086850000000000024 0.12492500000000002 0.11934000000000002 -0.47013499999999991 0.073000000000000023 0.36766000000000004 0.081560000000000007 -0.054319999999999993 -0.51843499999999987 0.07863500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 8 20 12 -1 11 -11 -7 13 14 15 -6 17 18 -17 -20 22 25 -2 -15 -24 27 -12 28 -16 -29
right_child=3 -3 -4 -5 7 9 -8 -9 -10 10 26 -13 -14 23 21 16 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0019006155809265875 0.0012366646994513726 2.7487108371722379e-08 0.00055903896639633837 0.0017207210135331606 -5.0544490909602231e-05 0.00086141095291778988 -0.00066345719162071149 0.0023593690763418999 0.0007300073864674935 0.0020215142875179312 0.0012923827782606132 -0.000501806082604679 0.00036782950030906519 0.0021723917387656477 0.0012977266789729429 0.0015732471730589216 0.0023438392799526716 0.0021253143553909117 -0.00043247166657102312 0.0010239493710409232 0.0014562165714480373 0.0009936898995491941 0.0012734676447409929 0.0011266224296012921 0.00030797055301457003 0.00056426105704437848 0.00025478667572143205 0.0015162016330184181 0.002752931330722685 0.0012975569684593792
leaf_weight=57 30 33 65 28 24 28 22 31 29 24 27 25 20 70 21 48 23 28 32 53 25 97 20 21 227 21 37 1402 24 529
leaf_count=57 30 33 65 28 24 28 22 31 29 24 27 25 20 70 21 48 23 28 32 53 25 97 20 21 227 21 37 1402 24 529
internal_value=0 0.00136089 0.00137731 0.000575194 0.00139722 0.00103047 0.000476197 0.00143128 0.00150588 0.000740512 0.00105497 0.000218384 0.00141936 0.00142815 0.00140827 0.00109688 0.00124654 0.00108978 0.000871775 0.00047565 0.000559219 0.0014392 0.000478262 0.00193106 0.000386148 0.00146084 0.000692523 0.00147037 0.00207384 0.0014563
internal_weight=0 2769 2736 352 2671 227 324 2444 86 141 88 53 2413 2393 2302 208 184 161 133 85 302 2094 277 91 247 1997 64 1976 45 1931
internal_count=3121 2769 2736 352 2671 227 324 2444 86 141 88 53 2413 2393 2302 208 184 161 133 85 302 2094 277 91 247 1997 64 1976 45 1931
is_linear=0
shrinkage=0.00589082


Tree=1736
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 12 4 2 4 2 52 14 47 51 12 52 2 3 14 1 0 15 16 13 39 484 0 16
split_gain=242.799 32.0763 25.8055 16.2395 15.0578 12.5821 9.95827 8.71307 8.22538 6.34603 6.20178 5.37352 5.33337 4.77891 4.35781 4.1103 3.39641 3.39524 4.13446 5.50773 3.25848 3.21079 2.92949 3.01212 2.91153 2.82411 2.78616 2.35393 2.26004 2.05796
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.090455000000000021 -0.17966999999999997 0.11177500000000001 0.033845000000000007 0.10855000000000002 0.048770000000000008 0.076175000000000007 0.077555000000000013 0.11381000000000001 0.13597000000000004 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 0.062655000000000016 0.122715 -0.11173999999999999 -0.095244999999999982 -0.013024999999999998 -0.47860499999999995 0.095830000000000012 0.08660000000000001 -0.097024999999999986 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 21 6 26 13 -5 -8 16 14 25 22 20 -11 28 18 19 -10 24 -2 23 -4 -1 -7 -3 -26 -9 -30
right_child=1 5 7 8 -6 12 9 10 17 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0019957358056255517 0.0023054627201672274 0.0011397718433590685 0.002563012717386107 0.0024406428018378403 0.0013127399321806823 0.00061889396407985157 0.0020055041819809793 0.0027686134904056831 0.0014308666303493821 0.0011619887059125934 0.0020689383224915979 0.0017423344783988716 0.001071414865061181 0.0029703602925186274 0.0028696389816546481 0.0018065350516853621 0.0018876946632249167 0.0021026624386582711 0.0011979058603291889 0.0022323196218665639 0.0028354763728011254 0.0017423384870285262 0.002507691396080188 0.0018532824564552277 0.0025571158038175572 -3.7920755138227925e-05 0.00075181029149336471 0.0019865258268201903 0.0024786935039451748 0.0023175836027195073
leaf_weight=71 83 95 22 28 74 33 39 33 52 84 169 33 34 46 32 28 29 23 57 28 20 29 1065 30 57 24 67 21 271 444
leaf_count=71 83 95 22 28 74 33 39 33 52 84 169 33 34 46 32 28 29 23 57 28 20 29 1065 30 57 24 67 21 271 444
internal_value=0 0.00132207 0.0023599 0.00203103 0.00182271 0.00109157 0.00123021 0.0024257 0.00171218 0.00149937 0.00232187 0.0022872 0.000614742 0.00251016 0.00237666 0.00132313 0.00237689 0.0015847 0.00149774 0.00171138 0.00228331 0.00215965 0.00249121 0.00215355 0.00220919 0.00034234 0.000979319 0.0024035 0.00239585 0.00237865
internal_weight=0 590 2531 422 186 404 313 2109 188 151 946 234 91 1163 201 112 777 160 137 80 169 112 1117 52 149 57 162 78 748 715
internal_count=3121 590 2531 422 186 404 313 2109 188 151 946 234 91 1163 201 112 777 160 137 80 169 112 1117 52 149 57 162 78 748 715
is_linear=0
shrinkage=0.00145689


Tree=1737
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 15 0 157 13 14 4 2 47 1 2 0 0 12 4 4 0 15 2 12 147 52
split_gain=235.475 29.6111 25.2955 21.8528 14.2392 10.6268 8.88612 7.85528 6.32506 6.25824 5.40083 4.77986 4.67432 4.09982 3.88148 4.04283 3.62819 3.59531 3.55545 3.55261 3.39703 4.71009 3.13421 3.02307 2.98301 3.13549 2.66149 2.51344 2.40459 2.04042
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.090455000000000021 0.14285500000000004 0.033845000000000007 0.024640000000000006 -0.23194499999999998 -0.071119999999999989 -0.00096999999999999983 0.076175000000000007 -0.16363499999999997 0.10444500000000002 0.078345000000000012 0.16540500000000002 0.11389000000000002 -0.07384499999999998 -0.097024999999999986 0.13597000000000004 0.024790000000000003 -0.064054999999999987 -0.11173999999999999 -0.095244999999999982 0.092235000000000025 -1.0000000180025095e-35 0.088610000000000008 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 28 13 11 20 14 -1 -5 16 24 -6 19 -13 -7 23 26 -8 -22 -14 -12 25 -4 -16 -25 -3 -17
right_child=1 5 6 7 9 17 8 -9 -10 -11 18 12 22 -15 15 29 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0030069732659467798 0.0021933852655046412 0.0013904838603216248 0.0025761446642624556 0.00086349074192281405 0.0023054837702293101 0.00083123959840469515 0.0028128791185608004 0.00083149628501039911 0.0020710797602294952 0.0025475059069535971 0.0025443340602724273 0.0012022334484595566 0.0023187918609131205 0.0029429136689904717 0.0021678556937476741 0.00095866008825186714 0.0018234696298275446 0.00018155509895439488 0.0016787442529216481 0.0013915235486585871 0.0023822671206806694 0.0017389361295898932 0.00157800065961269 0.0023001752855060648 0.0025157431635995939 0.0018520263830198061 0.0016545864572897176 0.0017564765943912011 0.00085326037022179506 0.0015240435385447673
leaf_weight=22 106 112 22 20 21 130 37 44 169 21 69 56 27 46 51 20 31 21 21 33 715 25 22 59 1065 30 37 26 21 42
leaf_count=22 106 112 22 20 21 130 37 44 169 21 69 56 27 46 51 20 31 21 21 33 715 25 22 59 1065 30 37 26 21 42
internal_value=0 0.00134416 0.00236622 0.0016586 0.00204062 0.00100537 0.00243137 0.00137516 0.00232652 0.00179021 0.00232662 0.0015285 0.00162629 0.00251666 0.00171225 0.00164417 0.00142359 0.000740886 0.00224109 0.00179918 0.00238207 0.00236053 0.00198619 0.00231778 0.00249911 0.00215838 0.00195205 0.00213387 0.00130566 0.00134166
internal_weight=0 590 2531 306 422 284 2109 200 946 225 197 156 136 1163 204 183 87 151 175 121 777 740 49 154 1117 52 88 85 133 62
internal_count=3121 590 2531 306 422 284 2109 200 946 225 197 156 136 1163 204 183 87 151 175 121 777 740 49 154 1117 52 88 85 133 62
is_linear=0
shrinkage=0.00145689


Tree=1738
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 47 2 1 14 4 1 1 1 0 43 2 14 12 12 0 475 475 1420 51 13 43 13 4
split_gain=293.036 37.3062 31.7463 28.1705 20.0522 14.3489 12.8578 10.2238 8.65513 8.60245 6.70372 5.19193 8.4575 4.61521 3.9099 3.54629 3.40021 5.96503 3.19392 2.98482 2.74362 2.70745 2.45514 2.64835 2.38516 2.47145 2.17797 1.8917 1.779 1.76226
threshold=0.10752500000000002 0.13471500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.091265000000000013 0.40124500000000002 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.076175000000000007 -0.013514999999999998 0.086920000000000011 0.090540000000000023 0.16540500000000002 -0.066089999999999996 -0.025214999999999998 0.11177500000000001 -1.0000000180025095e-35 0.090285000000000018 0.093965000000000007 -0.097274999999999986 -0.088274999999999978 -0.10344499999999998 -0.083604999999999985 0.11144500000000002 -0.10278499999999999 0.064745000000000011 -0.01163 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 10 20 14 11 -4 13 21 19 22 -3 -15 28 -18 -19 29 -5 -7 23 -1 -24 -26 -23 -28 -2 -13
right_child=1 7 9 6 -6 8 -8 -9 -10 -11 -12 12 -14 15 -16 -17 17 18 -20 -21 -22 26 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0024390580614626288 0.0011535020918695964 0.00070912296584049229 0.0021441948768139152 0.0025829561540230772 0.0014263711974793437 0.0027405126575603656 0.0012522558059837518 0.0014950657683909711 0.0015900949500670871 0.0013313374944395875 0.0028487193265684997 0.0025629210584676371 0.0014735086437590906 0.0022782731062518809 0.00010099994982559777 0.0017018622039696402 0.0018579376235969565 0.0015991856760739049 0.0010578002190098235 0.0020720705345580199 0.0020662589967840928 0.0019495865675042883 0.0028793143934997081 0.0017547032137427952 0.0024429088735475834 0.0020744637384432648 0.0023576416595136084 0.0020928539851974353 0.00079854091433246796 0.0022177376249034532
leaf_weight=21 68 148 34 24 45 26 36 29 41 77 61 42 35 244 22 21 31 26 82 203 83 31 22 20 1100 34 343 57 41 74
leaf_count=21 68 148 34 24 45 26 36 29 41 77 61 42 35 244 22 21 31 26 82 203 83 31 22 20 1100 34 343 57 41 74
internal_value=0 0.00123084 0.00228416 0.00147229 0.00231644 0.00233331 0.00194805 0.000756428 0.00219343 0.00158032 0.00241156 0.00222394 0.00210158 0.00239332 0.000630425 0.0022326 0.00119795 0.00133751 0.00118813 0.00217049 0.00218215 0.00231872 0.0024289 0.00210523 0.00244038 0.00243186 0.00229327 0.00231991 0.00101998 0.00234272
internal_weight=0 590 2531 391 2420 2375 143 199 852 111 1523 811 354 1462 170 265 248 139 108 319 107 457 1197 41 1156 1134 431 400 109 116
internal_count=3121 590 2531 391 2420 2375 143 199 852 111 1523 811 354 1462 170 265 248 139 108 319 107 457 1197 41 1156 1134 431 400 109 116
is_linear=0
shrinkage=0.00134594


Tree=1739
num_leaves=31
num_cat=0
split_feature=1 2 123 12 2 4 14 457 1 2 96 4 1 50 4 49 2 475 2 2 15 1 47 52 52 1 16 13 4 1
split_gain=317.153 37.8962 32.7529 31.5656 21.1498 13.8587 11.3369 10.1866 8.71973 8.53723 8.01407 5.72701 5.63912 4.70383 4.3255 4.03499 4.01052 3.86427 3.76234 3.86366 3.39027 3.04231 3.00178 2.84447 4.29697 3.23793 2.71236 2.59554 2.32245 2.31632
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.27044500000000005 0.076175000000000007 0.080930000000000016 0.09253500000000002 0.14960000000000004 0.087655000000000025 -0.033174999999999989 0.089625000000000024 0.086295000000000011 -0.55119499999999988 -0.012034999999999999 0.092365000000000017 -0.066784999999999983 -0.0091949999999999983 0.090425000000000019 -0.079929999999999987 0.13265500000000002 0.089640000000000011 -0.54906499999999991 0.039215000000000007 0.10124500000000002 -0.024819999999999998 -0.0087749999999999981 0.50194500000000009 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 15 12 9 -4 17 11 27 14 20 -1 -5 -16 -6 -14 -20 -3 -13 -17 -19 25 -25 -26 -2 -23 -7
right_child=1 13 8 5 7 29 -8 -9 -10 -11 -12 21 18 -15 16 22 -18 23 19 -21 -22 28 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0036746524096877295 0.0015513010128441625 0.00058380398796371456 0.002596195940583087 0.001859176273095022 0.0030084198298013557 0.0018374577272177142 0.0035463805661908711 0.0016054197653483668 0.0015582930169401187 0.0016245307551553396 0.00035329824353415215 0.0013983748113037822 0.0020706431021675275 0.001213544212303061 0.0029549615848446986 0.0031383820083631837 0.0027281559524265082 0.0030651941341008149 0.0027969184997513217 0.002180503186000598 -0.00014875897663147938 0.0013866075739760251 0.0024895525381338551 0.0024150897323560253 0.0028558966490241848 0.0016988391036452967 0.0023654545548990424 0.00241053133084839 0.00071801588014009353 0.0010533405428113395
leaf_weight=22 21 79 34 20 67 21 77 34 77 26 24 172 27 27 1204 31 280 30 290 33 24 24 63 148 115 21 46 20 41 23
leaf_count=22 21 79 34 20 67 21 77 34 77 26 24 172 27 27 1204 31 280 30 290 33 24 24 63 148 115 21 46 20 41 23
internal_value=0 0.00139313 0.00278289 0.00162312 0.00282448 0.00224132 0.00290457 0.00250655 0.00187621 0.00257418 0.00129968 0.00138139 0.00287795 0.000579354 0.00292331 0.0025554 0.00291217 0.00263201 0.00268277 0.00273394 0.00041311 0.00127948 0.00270353 0.00256195 0.00251621 0.00232609 0.00271577 0.00197044 0.000964881 0.00142758
internal_weight=0 590 2531 460 2420 158 1933 487 111 453 302 278 1856 130 1506 114 1484 427 350 323 103 237 94 360 330 169 161 41 65 44
internal_count=3121 590 2531 460 2420 158 1933 487 111 453 302 278 1856 130 1506 114 1484 427 350 323 103 237 94 360 330 169 161 41 65 44
is_linear=0
shrinkage=0.00170698


Tree=1740
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 14 1 52 457 43 49 1 1 0 4 4 13 159 1 14 47 0 1 16
split_gain=247.659 29.9632 25.8331 16.3073 15.6214 13.5695 12.17 9.00761 8.28787 7.46569 7.37018 5.06237 3.5178 3.47579 4.18522 4.86706 3.2527 3.15003 2.90762 2.86826 2.72433 1.992 1.93921 1.93808 1.906 1.79544 1.73446 1.71491 1.70551 1.69936
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.13754500000000003 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.089885000000000007 0.076175000000000007 0.091195000000000012 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 -0.012034999999999999 0.12958500000000003 0.16175000000000003 -0.066089999999999996 -0.033174999999999989 0.04735000000000001 -0.16152999999999998 0.082585000000000006 0.12000500000000001 -0.46166999999999997 0.090280000000000013 -0.080119999999999983 0.13075500000000004 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 10 24 17 -4 11 12 -1 -12 21 -16 -2 -9 -7 -14 -10 22 -15 -24 -3 -22 -18 -25 -6 -27
right_child=1 5 9 -5 28 18 -8 8 20 -11 13 -13 19 14 15 -17 26 -19 -20 -21 25 -23 23 27 -26 29 -28 -29 -30 -31
leaf_value=0.002578074065961469 0.0016797094261845409 0.0012946614319355109 0.0023146585435283745 0.0015959990850221463 0.0015028255959435648 0.0008424722052275005 0.0017392207711045546 0.002453575167786002 0.0018106638417259679 0.001494988564173448 0.0027562987351713968 0.002983429232918452 0.0024326425115522455 0.0020231012640281364 0.0023823344450999017 0.0014703241634432891 0.002589239219929507 0.0016546932834131331 0.0002404302235817489 0.0018686492031469483 0.0016312558956533434 0.0022704082353911213 0.0024254698403337982 0.0029645556819108132 0.00081522346638291765 0.0013039498125172139 0.0021748109677389672 0.0024808232030830877 0.001030349836827186 0.00090809080580146707
leaf_weight=1118 20 24 34 45 50 90 46 22 23 77 53 58 216 23 27 23 34 20 21 21 24 199 528 28 66 82 58 35 24 32
leaf_count=1118 20 24 34 45 50 90 46 22 23 77 53 58 216 23 27 23 34 20 21 21 24 199 528 28 66 82 58 35 24 32
internal_value=0 0.00138515 0.00243331 0.00246483 0.00186902 0.00116237 0.00248129 0.00132671 0.0014968 0.00174606 0.00249595 0.00256194 0.0025439 0.00239416 0.00237192 0.00196281 0.00221221 0.00207316 0.000728572 0.00238267 0.00134645 0.00239708 0.00243814 0.00245429 0.000943074 0.00126908 0.00232797 0.00269582 0.00134959 0.00119283
internal_weight=0 590 2531 2420 186 404 2375 293 203 111 2329 1413 1355 916 863 50 112 42 111 237 161 813 614 591 90 138 92 63 74 114
internal_count=3121 590 2531 2420 186 404 2375 293 203 111 2329 1413 1355 916 863 50 112 42 111 237 161 813 614 591 90 138 92 63 74 114
is_linear=0
shrinkage=0.00145689


Tree=1741
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 2 1 4 14 12 47 1 0 49 4 16 52 1 4 1 1 2 1 0 16 15 13 52
split_gain=244.006 41.8199 21.7784 18.1426 15.2267 11.605 9.06114 7.02759 6.55376 5.57971 5.33274 4.56229 4.32467 4.20392 3.88335 7.27219 3.45345 3.1545 2.91095 2.88963 2.64144 6.41932 2.52891 2.52235 2.24727 3.31619 2.2135 2.16027 2.12809 1.99981
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.092365000000000017 0.087735000000000021 0.13501500000000002 0.09253500000000002 -0.17966999999999997 0.062655000000000016 -0.42850999999999995 0.078345000000000012 0.122715 -0.10607499999999999 0.0065400000000000015 0.0082450000000000006 -0.0094449999999999968 0.12354000000000001 0.083135000000000014 -0.013125 0.093100000000000002 0.13075500000000004 0.15950500000000004 0.075045000000000014 -0.038659999999999993 -0.091354999999999978 -0.14601999999999996 -0.077799999999999994 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 9 20 -4 -3 14 -6 -8 29 15 19 -16 18 -11 -1 24 27 -5 -13 25 -7 -21 -22 -29 -2
right_child=1 4 8 22 11 7 12 -9 -10 17 -12 23 -14 -15 16 -17 -18 -19 -20 26 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0025612907953218964 0.0027079684150871949 0.0023447667620775394 0.0023879595447549931 0.0016228070903309601 0.0010758244477589959 0.0025774476732852991 0.00092936794142481067 0.0018479628507266025 0.0015066452747460428 0.0015156744631734929 0.0031484452767930921 0.00059994798417704073 0.0015763746905214286 0.0018273313494422449 0.0027074916748960885 0.0031267242411897175 0.0023221562441495102 0.0011521873710653814 0.0021692191132105165 0.0016219485848618371 0.0029226629218893655 0.0016682080842022841 0.0010064486667448456 -0.00010520193114615371 0.0027788789237619513 0.0021051803691797106 0.0022560039945228941 0.0026162403342469016 0.0023106639143103992 0.0022958653175040654
leaf_weight=30 63 22 34 61 35 235 125 48 61 110 62 35 34 29 1343 26 63 52 21 28 23 30 24 21 102 46 29 87 183 59
leaf_count=30 63 22 34 61 35 235 125 48 61 110 62 35 34 29 1343 26 63 52 21 28 23 30 24 21 102 46 29 87 183 59
internal_value=0 0.00149375 0.00257702 0.00204321 0.00120876 0.00260773 0.00135589 0.00244353 0.00182206 0.0015794 0.00268604 0.00062025 0.00106772 0.00237782 0.00266717 0.00238029 0.00269023 0.00148739 0.00162044 0.00215721 0.00248402 0.00237688 0.00144878 0.000335517 0.00257437 0.00250014 0.00194454 0.00244944 0.00240913 0.00250867
internal_weight=0 691 2430 236 455 2335 364 754 95 205 1581 91 159 151 1519 113 1406 183 131 87 706 323 85 56 383 281 57 293 270 122
internal_count=3121 691 2430 236 455 2335 364 754 95 205 1581 91 159 151 1519 113 1406 183 131 87 706 323 85 56 383 281 57 293 270 122
is_linear=0
shrinkage=0.00160853


Tree=1742
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 2 11 2 34 4 15 12 16 47 47 4 15 14 16 3 49 3 3 131 2 0
split_gain=244.07 29.9863 26.288 19.4855 14.8824 10.4844 9.15414 8.89146 8.33598 6.40996 5.20311 5.05124 5.8552 4.1499 3.97824 3.86589 3.58666 3.51602 3.48195 3.11773 3.45634 2.99969 3.07922 2.97333 2.74034 3.0454 2.68404 2.40264 2.71833 2.37595
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12865500000000005 -0.16363499999999997 0.095330000000000012 0.40124500000000002 0.11389000000000002 1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 0.23246000000000003 1.0000000180025095e-35 0.13597000000000004 -0.061854999999999993 0.091680000000000011 0.077555000000000013 0.42051500000000003 -0.45963999999999994 0.062655000000000016 0.10994000000000002 -0.14186499999999996 -0.063424999999999981 -0.0080949999999999998 0.092670000000000016 0.08844500000000001 0.31358000000000003 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 11 -6 10 -5 18 29 12 -3 15 -12 23 -7 24 21 -14 -21 22 26 -9 25 -8 -1 28 -13 -4
right_child=1 5 7 8 6 16 17 13 -10 -11 14 27 19 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023643494628265739 0.0014378324878160343 0.0006634347935922689 0.0021862334364477856 0.0024919452965114241 0.0026359204373762116 0.001192755890849916 0.0014733805720774859 0.0028764584637594915 0.0015210391249595133 0.0016384265332820736 0.0026972096627689659 0.00070566328397901905 0.0017243785963251264 0.0018118166905970003 0.0033055999352706845 0.0019858554485653311 0.0020549046508652295 0.0021739573432888234 0.0030034250011542613 0.001611156496938995 0.00075280976341352587 0.0030215560184758271 0.0027651565238162447 0.002466211088241718 0.0013731047746909737 0.002208886329198204 0.001765747245086516 0.0011646721110165975 4.7466692440592565e-05 0.0026584099504040129
leaf_weight=98 181 44 27 91 31 20 28 49 29 22 52 71 36 25 55 38 30 31 33 20 28 20 38 425 70 28 23 20 20 1438
leaf_count=98 181 44 27 91 31 20 28 49 29 22 52 71 36 25 55 38 30 31 33 20 28 20 38 425 70 28 23 20 20 1438
internal_value=0 0.00141617 0.00254249 0.00176453 0.0021832 0.00105335 0.0018528 0.00261438 0.00225731 0.00244865 0.00267423 0.000915964 0.00112946 0.00243919 0.00300993 0.00246982 0.00171005 0.00169818 0.00253273 0.00137356 0.00111045 0.00244595 0.00237355 0.00250862 0.00158112 0.00184113 0.00225057 0.000669774 0.000561005 0.00264971
internal_weight=0 590 2531 301 422 289 188 2109 120 234 1572 239 128 537 107 512 50 157 212 84 48 179 159 474 126 56 121 111 91 1465
internal_count=3121 590 2531 301 422 289 188 2109 120 234 1572 239 128 537 107 512 50 157 212 84 48 179 159 474 126 56 121 111 91 1465
is_linear=0
shrinkage=0.00157699


Tree=1743
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 4 12 2 2 14 12 457 2 2 47 1 1 52 39 14 2 1 3 15 0 0 0 1 12
split_gain=351.903 46.0016 39.4099 24.1704 18.2321 18.1295 15.5488 12.9503 12.6412 9.20232 9.06186 9.31963 8.87055 8.86154 6.15086 5.41203 4.15167 4.00161 3.38683 3.27093 3.49131 3.26304 3.08759 3.0843 3.25599 3.00341 2.84476 2.71963 2.55086 2.51483
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13404500000000005 0.076175000000000007 0.051320000000000005 0.094310000000000019 0.10803500000000001 0.089885000000000007 0.077555000000000013 0.122715 0.12958500000000003 -0.56176499999999996 0.096625000000000016 -1.0000000180025095e-35 0.31358000000000003 0.12000500000000001 0.10732000000000001 -1.0000000180025095e-35 -0.22491999999999998 -0.14832499999999996 -0.12333499999999999 0.13075500000000004 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 9 8 10 -6 22 15 11 -1 -9 17 29 23 -2 -10 -16 20 -15 -7 -3 24 25 -4 -26 -20 -5 -13
right_child=1 5 4 28 7 21 -8 12 13 -11 -12 14 -14 19 18 -17 -18 -19 27 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0018691072188747584 0.0025279565359024288 0.0012169485698670685 0.0019367322948809489 0.0014555254001730866 0.0014470902726548402 0.00066332431527039374 0.0014924624521836861 0.0024567576941384181 0.0024748330496449289 0.0017621205337246698 0.0032414688443553087 0.0028102101191531019 0.0013686715088870995 0.0018159326928742321 0.0030112910107573092 0.0030792512422100336 0.001874811187640512 0.0015564089257225683 0.0021041675511467572 0.00081912719060746471 0.0012392355847418404 6.9471604491138988e-05 0.00059453195861268243 0.0019029646496895125 0.0031797788413084386 0.0024637241387428423 0.0025703926329740984 0.0025702747052277469 0.00086614463560208215 0.0026739979048682775
leaf_weight=31 83 24 31 50 90 84 24 78 22 40 65 709 21 30 37 34 29 20 29 29 102 27 66 21 21 104 87 591 24 518
leaf_count=31 83 24 31 50 90 84 24 78 22 40 65 709 21 30 37 34 29 20 29 29 102 27 66 21 21 104 87 591 24 518
internal_value=0 0.00131187 0.00258629 0.00192341 0.0022247 0.00103032 0.00268139 0.00185507 0.00122408 0.00243138 0.0026958 0.00267728 0.00222595 0.0014296 0.00269057 0.00252122 0.00235884 0.00203749 0.00257454 0.00127102 0.0013703 0.000518874 0.00076051 0.00244935 0.00249657 0.00234271 0.00268888 0.00254847 0.00126437 0.00275271
internal_weight=0 590 2531 186 527 404 2004 189 293 338 1980 1915 99 203 1884 298 112 42 657 161 132 111 90 264 243 135 108 620 74 1227
internal_count=3121 590 2531 186 527 404 2004 189 293 338 1980 1915 99 203 1884 298 112 42 657 161 132 111 90 264 243 135 108 620 74 1227
is_linear=0
shrinkage=0.00148603


Tree=1744
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 4 4 0 1 14 49 12 43 1 4 15 1 0 0 15 3 0 1 16 13
split_gain=329.515 40.4158 33.4976 22.1617 20.7674 17.9109 11.5875 11.359 10.0629 9.00158 8.53688 8.02164 5.87619 5.4239 5.41219 4.75168 4.6269 4.14867 3.72146 3.58852 6.27853 3.53746 3.53197 3.38085 3.83177 3.37055 2.52091 2.34387 2.14072 2.39117
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.090285000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 -0.062539999999999984 0.033845000000000007 -0.23194499999999998 0.10124500000000002 0.076175000000000007 -0.012034999999999999 0.13597000000000004 -0.04890499999999999 0.16175000000000003 -0.059649999999999988 -0.03241999999999999 0.13436000000000001 0.13134000000000004 -0.11242999999999999 -0.095244999999999982 0.086245000000000016 -0.092404999999999973 0.12000500000000001 -0.073849999999999985 0.084330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 15 7 14 27 -9 -5 -10 16 -1 17 23 -2 26 -11 -7 22 -21 -12 -14 24 -4 -19 -8 -3 -28 -30
right_child=1 5 6 9 -6 18 11 8 10 13 21 -13 19 -15 -16 -17 -18 25 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.002613965269865804 0.0012596900391162187 0.00089703507468186726 0.0022028260950384044 0.0020592936547928083 0.00096011883088701667 0.00045542842024136711 0.0023173514838874861 0.0017871000904045558 0.0017279613257369514 0.0011962979492631104 0.00095976676707076143 0.0017430930538436752 0.0023222494184359909 0.0011022541897269963 0.0025902529902232128 0.001928418178127288 0.0015523411872055556 0.0020174323390839332 -0.00012588834160665992 0.0019619405775944529 0.0012540575769519583 0.00042120707095423933 0.0017261765011361157 0.0021686711030639693 0.0014508156133515794 0.001466073321427695 0.0021278738489059388 0.00044326437769790319 0.0019396382592775511 0.0021608305296619496
leaf_weight=22 20 24 20 31 74 90 54 28 21 39 132 171 51 85 46 92 29 30 21 76 26 22 22 1053 22 40 263 66 355 96
leaf_count=22 20 24 20 31 74 90 54 28 21 39 132 171 51 85 46 92 29 30 21 76 26 22 22 1053 22 40 263 66 355 96
internal_value=0 0.000991641 0.00202354 0.00170375 0.00147127 0.000770819 0.00208753 0.000931966 0.00109498 0.00143712 0.000984245 0.00198746 0.00200828 0.0013377 0.00217242 0.001809 0.0020399 0.0015213 0.00034545 0.00193213 0.0017815 0.00088283 0.00214261 0.00215487 0.00180892 0.00170237 0.00205831 0.00056427 0.00203871 0.00198672
internal_weight=0 590 2531 422 186 404 2109 293 203 225 175 968 197 194 1141 112 797 109 111 175 102 154 73 1095 42 70 768 90 714 451
internal_count=3121 590 2531 422 186 404 2109 293 203 225 175 968 197 194 1141 112 797 109 111 175 102 154 73 1095 42 70 768 90 714 451
is_linear=0
shrinkage=0.00124344


Tree=1745
num_leaves=31
num_cat=0
split_feature=1 4 123 3 159 2 1 2 447 14 49 42 0 49 0 147 43 42 483 1429 131 2 4 0 50 50 15 151 4 1208
split_gain=17.3773 2.86797 2.02463 1.61215 1.33975 1.32688 1.26859 0.84484 0.841391 0.976823 0.820513 0.818014 0.783967 0.894041 0.773392 0.738763 0.729671 0.729435 0.644667 0.643158 0.620859 0.998686 0.570676 0.660813 0.724449 0.804133 0.74237 0.703391 0.853354 0.638087
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.082585000000000006 0.10045500000000002 0.13075500000000004 0.15109000000000003 0.084065000000000015 0.076975000000000002 0.14321000000000003 -0.0060199999999999993 -0.13027499999999997 -0.045154999999999994 0.024095000000000002 0.088610000000000008 -0.079914999999999986 0.11839500000000001 0.093585000000000015 -0.047929999999999993 0.090855000000000005 0.13501500000000002 -0.55119499999999988 -0.075934999999999989 0.10917 0.10583000000000002 -0.0040799999999999994 0.009020000000000002 -0.0070899999999999991 0.099975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 10 8 15 12 9 22 -5 -4 13 -7 18 -3 -13 -14 20 -2 21 -8 -1 24 25 27 -26 -24 -29 -25
right_child=1 6 11 4 -6 7 14 -9 -10 -11 -12 16 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 29 26 -27 -28 28 -30 -31
leaf_value=0.0041729434244668993 0.0038521647478081031 0.0018294103498605904 0.0032378730194435813 0.0023171345801364187 0.0007809199891595656 0.00079878023605259015 0.0013040306941748678 0.0012849533696111528 0.0022496184646793199 0.0039018214392995015 0.00082889534131321951 0.0021313340163252158 0.0029230564154435249 0.0026361898277890232 -0.00044545638655066447 0.00039049047179112945 0.00072955771209159937 0.0018315294920339541 0.0020141731272086405 0.0024907409169866064 0.0015580299658167268 -0.00033811290878895653 0.0031725690035719943 0.0026065118763466972 0.002850855965730848 0.0043871393982140685 0.0014363025970129774 0.0030321246818682816 0.0013302872210490041 0.0037318472369094399
leaf_weight=23 21 112 22 111 57 21 31 21 59 73 22 63 377 35 26 21 26 33 21 95 28 45 1296 231 112 26 22 40 23 28
leaf_count=23 21 112 22 111 57 21 31 21 59 73 22 63 377 35 26 21 26 33 21 95 28 45 1296 231 112 26 22 40 23 28
internal_value=0 0.00161036 0.00295202 0.00208322 0.00168395 0.00299466 0.00110086 0.00266624 0.00307741 0.00310347 0.00207096 0.0020223 0.00272848 0.00194716 0.000659275 0.00160221 0.00172183 0.0028352 0.000889059 0.00273721 0.000661872 0.000331709 0.00307111 0.00305685 0.0031129 0.00316072 0.00261862 0.00313726 0.00241082 0.00272817
internal_weight=0 590 2531 306 190 2420 284 487 1933 1874 133 111 466 56 151 133 89 410 125 116 104 76 1801 1778 1519 1385 134 1359 63 259
internal_count=3121 590 2531 306 190 2420 284 487 1933 1874 133 111 466 56 151 133 89 410 125 116 104 76 1801 1778 1519 1385 134 1359 63 259
is_linear=0
shrinkage=0.00704007


Tree=1746
num_leaves=31
num_cat=0
split_feature=1 12 1 47 15 4 0 149 47 43 457 1 3 3 43 13 156 0 48 16 0 1420 48 1447 11 12 43 52 15 3
split_gain=14.1039 3.64296 2.15413 1.42106 1.30709 1.2151 1.18204 0.970024 0.922926 0.839834 1.10352 0.937046 1.58626 1.18488 0.862415 1.16991 0.826392 0.791694 0.862711 0.769557 0.747456 1.0179 0.855303 0.737283 0.729801 0.695174 0.781361 0.850815 0.677491 0.661708
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.035560000000000008 0.053180000000000012 -0.040504999999999992 0.081720000000000015 0.077555000000000013 -0.04890499999999999 0.10613500000000002 0.09697500000000002 -0.0063699999999999989 0.11658 -0.11720999999999999 -0.0072999999999999992 0.10339000000000002 0.024095000000000002 -1.0000000180025095e-35 -0.074319999999999983 -0.079119999999999982 -0.083279999999999979 0.092475000000000016 -0.065079999999999985 0.075910000000000019 0.09857500000000001 0.07827000000000002 1.0000000180025095e-35 -0.053579999999999996 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 9 20 19 16 -1 14 11 -11 -13 -14 -4 -16 17 18 -2 -5 24 -22 23 -23 -3 26 27 28 -7 -25
right_child=3 5 4 6 -6 25 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0018468117262186601 -0.00037360878007477782 0.0021198682679273257 0.0018362459234169204 0.0010133673152980718 0.002276603931035996 0.0016657257805444713 0.00023707047564665778 0.0017360167920491855 0.0028573140738448644 0.0021512184712438446 0.00040499256264197865 -2.3099138534307663e-05 0.0023464897730009616 0.0011461034193438826 0.0010169557835585465 -0.000221444414191752 0.0014793979556213864 -0.00029627512151924484 0.00071026904244706748 0.0020293343794916896 0.0029888874177280379 0.0028823787675526773 0.001170168679876752 0.0019406737740663511 0.0026769770853741466 0.0013127383449023026 0.0027052485912821061 0.0021506090144820904 0.00063093006756421825 0.00097184540569572456
leaf_weight=168 23 1195 22 34 35 70 21 20 29 54 25 20 36 60 82 28 23 34 159 51 24 22 42 543 68 85 27 78 23 20
leaf_count=168 23 1195 22 34 35 70 21 20 29 54 25 20 36 60 82 28 23 34 159 51 24 22 42 543 68 85 27 78 23 20
internal_value=0 0.00193242 0.00155539 0.000838197 0.00131585 0.00202835 0.00134839 0.000629393 0.00199557 0.00121301 0.00143112 0.00158202 0.00131705 0.00159625 0.000890813 0.000701727 0.000536789 0.000436419 0.000573295 0.00162295 0.00207565 0.00193167 0.0018912 0.00194297 0.00214986 0.00170842 0.00187829 0.00174772 0.00140981 0.00190626
internal_weight=0 2756 559 365 362 2197 106 259 197 327 195 170 116 96 132 110 239 216 182 85 1914 651 627 585 1263 283 198 171 93 563
internal_count=3121 2756 559 365 362 2197 106 259 197 327 195 170 116 96 132 110 239 216 182 85 1914 651 627 585 1263 283 198 171 93 563
is_linear=0
shrinkage=0.00523088


Tree=1747
num_leaves=31
num_cat=0
split_feature=1 12 1 10 15 4 34 2 2 1 0 4 15 4 15 4 3 14 15 3 43 457 47 158 151 159 0 151 3 1213
split_gain=11.4241 2.9508 1.74484 1.26931 1.05874 0.992003 0.966767 1.46701 1.18248 0.937572 0.788545 0.819928 2.34215 0.761043 0.760549 1.03159 0.729513 0.915637 0.911751 0.876481 0.837808 0.852888 0.668341 0.635079 0.882585 0.774544 0.608765 1.27614 0.819209 0.832744
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 -0.005834999999999999 0.035560000000000008 0.033845000000000007 -0.021334999999999996 0.11870500000000002 -0.18970999999999996 0.14627000000000004 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 -0.062539999999999984 -0.41942499999999994 0.51388000000000011 -0.11171999999999999 -0.10708499999999999 -0.17952999999999997 0.11658 -0.04890499999999999 0.084365000000000009 0.11419000000000001 0.082560000000000008 1.0000000180025095e-35 0.11728000000000001 -0.086074999999999985 -0.088054999999999981 -0.15447499999999995 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 16 26 -5 8 -8 -2 -1 -12 -13 -9 15 -15 -4 -18 -19 20 -20 -22 -10 24 -7 -25 27 -3 -29 -30
right_child=3 5 4 6 -6 23 7 13 22 -11 11 12 -14 14 -16 -17 17 18 19 -21 21 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0026758798422124343 0.00054708451170249893 0.0011810455219621026 0.00029383496459373793 -2.784038545487439e-05 0.0020087681788648437 0.0012792115157403286 0.00056082420194714469 0.0015749066876785448 0.0023152186433881292 -0.00066142531021344151 0.0020656052660946826 0.0018131992905416432 5.4822986240599243e-05 0.0016425858902120399 0.00025326480748242506 0.00031888813150013367 0.0019801320827170761 0.0001366218013613639 0.00099593822055086623 0.000585319871413894 0.0020148197765202966 0.00089012559836006123 0.0012814583095133532 0.0022962913714800809 0.0023825912448122086 0.0013330721717284711 0.0017729437479350352 0.002816145934768568 0.0020446774566501157 0.0011342008397731093
leaf_weight=22 52 49 29 27 35 207 25 23 38 25 72 76 27 32 84 30 31 26 99 56 61 25 29 52 21 38 1300 34 468 28
leaf_count=22 52 49 29 27 35 207 25 23 38 25 72 76 27 32 84 30 31 26 99 56 61 25 29 52 21 38 1300 34 468 28
internal_value=0 0.00170507 0.0013724 0.000739586 0.00116104 0.00178972 0.000895958 0.000991524 0.00151262 0.000154711 0.00176079 0.00164575 0.00135227 0.000707849 0.000571258 0.00100209 0.00107031 0.00114587 0.00104901 0.00114744 0.00131759 0.00168787 0.00186777 0.00152483 0.00138084 0.0018896 0.00183455 0.00197286 0.00204607 0.00199328
internal_weight=0 2756 559 365 362 2197 288 261 92 77 197 175 103 169 146 62 327 298 267 241 185 86 67 318 228 90 1879 579 530 496
internal_count=3121 2756 559 365 362 2197 288 261 92 77 197 175 103 169 146 62 327 298 267 241 185 86 67 318 228 90 1879 579 530 496
is_linear=0
shrinkage=0.00512831


Tree=1748
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 15 12 47 0 14 49 39 4 0 12 16 1375 43 43 13 49 3 0 376 4 42 131 149 43 1
split_gain=9.25355 2.39015 1.41332 1.08845 1.17855 0.857583 0.817809 0.710418 0.793845 0.753473 0.691284 0.665106 0.823672 0.835343 1.68923 0.705243 0.660123 0.950442 0.80487 1.06566 0.664839 0.863227 0.668035 0.625546 0.605655 0.615028 0.726412 0.552715 0.58986 1.91539
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.31370500000000007 -0.42850999999999995 0.035560000000000008 0.099815000000000015 0.085770000000000027 -0.066089999999999996 -0.46166999999999997 -0.083094999999999988 0.10166000000000001 -0.059649999999999988 -0.23001499999999997 -0.015429999999999998 0.064860000000000015 -0.096099999999999977 -0.078139999999999973 -0.11720999999999999 -0.0072999999999999992 -0.014169999999999999 0.11924500000000002 -0.074479999999999977 0.082945000000000019 0.23246000000000003 -0.080354999999999982 0.079255000000000006 0.079625000000000015 -0.15879999999999997 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 -5 16 27 9 -9 -2 -1 12 15 -14 -15 -12 -4 18 -18 23 -19 22 -22 -20 25 -8 -27 28 29 -3
right_child=3 6 5 4 -6 -7 24 8 -10 -11 11 -13 13 14 -16 -17 17 20 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026150013814386021 0.0015698912389622388 0.0018240982418893221 0.00011179556629933267 0.00098612634348994865 -0.00029838009760706701 0.0019185487441215647 0.0019730606076098682 0.0018604411726915013 0.00081014801568278895 0.00055563510170048155 0.00287731440887584 0.00080119475017237038 0.0022298076721247529 0.001796824805410528 -0.00011317056730282143 0.0017372823846725895 0.0016407911902481859 0.00087709160356225289 0.00017302452993155464 -0.00045340003598661431 0.0022358300796037666 0.00085014500537951179 0.0012670085659260777 0.0012423452517070538 0.00074731053215141782 0.0015016869529207034 0.00044615545485104973 0.0024240971848068201 0.0017633642499496757 -0.00012329431103723763
leaf_weight=21 25 52 22 34 56 35 76 39 47 164 25 28 22 32 24 45 22 64 26 26 53 36 35 43 31 240 21 36 1720 21
leaf_count=21 25 52 22 34 56 35 76 39 47 164 25 28 22 32 24 45 22 64 26 26 53 36 35 43 31 240 21 36 1720 21
internal_value=0 0.00162849 0.00131077 0.000706369 0.000186878 0.0011089 0.00170934 0.000876384 0.00128644 0.000689796 0.00168171 0.00157035 0.00171587 0.00133126 0.000978255 0.00214444 0.00102224 0.00108791 0.000702808 0.00048559 0.00132757 0.00156008 0.0018505 0.000839413 0.00147525 0.00154222 0.00141676 0.00175643 0.00174303 0.00126389
internal_weight=0 2756 559 365 90 362 2197 275 86 189 197 176 148 78 56 70 327 305 117 95 188 124 88 69 368 337 261 1829 1793 73
internal_count=3121 2756 559 365 90 362 2197 275 86 189 197 176 148 78 56 70 327 305 117 95 188 124 88 69 368 337 261 1829 1793 73
is_linear=0
shrinkage=0.0054422


Tree=1749
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1375 13 52 475 149 403 43 96 160 2 1 15 11 1428 472 124 48 4 133 15 16 151 151 484 159 16
split_gain=7.52156 2.326 1.76232 1.09899 1.02939 1.32076 1.32149 1.25487 0.916871 0.813758 0.848821 0.759058 0.695645 0.770579 0.700197 0.693455 0.831434 0.723119 0.802913 0.692047 0.656073 0.967402 0.913989 1.54496 0.697613 0.893205 0.650188 0.648902 0.657428 0.713148
threshold=0.27287000000000006 0.17025000000000004 -0.065819999999999976 0.25063000000000007 -0.27302499999999996 -1.0000000180025095e-35 0.51307000000000014 -0.071829999999999991 0.07770500000000001 -1.0000000180025095e-35 0.15359500000000004 0.086715000000000014 -1.0000000180025095e-35 0.11474000000000002 0.12000500000000001 -0.15914499999999995 0.10334500000000001 0.08653000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081275000000000014 -0.51253999999999988 -0.0047949999999999989 -0.097454999999999986 0.0065250000000000004 -0.085604999999999987 -0.030624999999999996 -0.084724999999999981 0.11109000000000001 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 8 -4 7 -7 -6 11 -9 -11 12 13 -2 26 -1 17 20 -19 -16 21 -17 23 -22 27 -26 -14 28 29 -23
right_child=3 -3 4 -5 5 6 -8 9 -10 10 -12 -13 14 -15 19 16 -18 18 -20 -21 22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023072211193942331 0.0018973413388837733 2.9319994302361805e-05 0.00011334001624090258 -0.00053581588780291553 -0.00028726153282717331 0.0017469024228714378 0.0002091323936448992 0.0019152150597292915 0.0017851136188351286 0.00094733364900572662 0.0017966477609838286 -0.00040427928689939699 0.00044987812797964621 0.00075102405443421775 0.00088684248493274293 0.0029298798975516543 0.00046630047194610508 0.0015383498305773227 0.0029397438606663861 -0.00012229208444847659 0.0017680206909426979 0.0033091481298652839 0.0015412058959090782 -0.00029374107638262969 0.0026138279360466039 0.0013582544604509709 0.0014067756675010671 0.0016742387306174992 0.0013786179354010599 0.0020826277041080935
leaf_weight=53 31 33 23 24 20 274 20 46 26 238 47 21 50 53 34 20 20 25 30 68 22 21 149 27 20 343 45 1245 29 64
leaf_count=53 31 33 23 24 20 274 20 46 26 238 47 21 50 53 34 20 20 25 30 68 22 21 149 27 20 343 45 1245 29 64
internal_value=0 0.00155344 0.00157182 0.000657162 0.00131393 0.00135674 0.00164229 0.00111756 0.000744453 0.00120244 0.0010874 0.00065486 0.000734012 0.00117407 0.000546374 0.00165513 0.00163798 0.00164972 0.00230275 0.000214086 0.00163121 0.00166702 0.00131619 0.000631948 0.00165235 0.00142743 0.000903145 0.00171243 0.00212948 0.00238565
internal_weight=0 2769 2736 352 668 645 294 351 328 331 285 302 281 84 197 2068 2015 1995 55 102 1940 1742 198 49 1722 363 95 1359 114 85
internal_count=3121 2769 2736 352 668 645 294 351 328 331 285 302 281 84 197 2068 2015 1995 55 102 1940 1742 198 49 1722 363 95 1359 114 85
is_linear=0
shrinkage=0.00577531


Tree=1750
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 4 2 2 0 2 2 4 49 47 14 13 47 52 1 49 3 16 3 1 3 0 1 16
split_gain=340.24 41.1601 36.6004 22.5166 21.6654 16.7424 11.5346 11.2625 10.0173 10.0225 6.98275 6.71635 6.69185 5.86382 4.31505 3.67052 3.61273 3.51605 3.47066 3.46557 3.38922 3.30423 3.58164 3.21538 3.18425 3.03075 2.94396 2.87069 2.73173 2.72856
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.09253500000000002 0.27834500000000006 0.14753000000000002 0.089885000000000007 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 -0.13027499999999997 0.11389000000000002 0.13501500000000002 0.022185000000000003 -0.012034999999999999 0.077555000000000013 0.062655000000000016 -1.0000000180025095e-35 0.091680000000000011 -0.54906499999999991 0.089875000000000024 -0.063424999999999981 -0.013929999999999998 0.10994000000000002 0.090900000000000009 0.12958500000000003 0.12745000000000004 -0.14001499999999997 0.12000500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 14 8 10 -5 28 25 -4 15 19 29 -2 16 23 -11 21 -8 27 22 -9 24 -1 -10 -19 -21 -3 -12
right_child=1 5 6 7 -6 -7 12 18 9 17 13 -13 -14 -15 -16 -17 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022662940840301221 0.0015814687811854836 0.0011598311392138339 0.0030729392989853961 0.0024457816363612881 0.0011945440271204852 0.00048272210669003874 0.0026870707206679001 0.0012518137649430738 0.0022839303768791685 0.00099980810592825145 0.0025974423802370707 0.0015906577497032744 0.0017803300381861588 0.002098199114334788 0.002299130493329036 0.0028251506745252757 0.0028850075839383757 0.001171273872392479 0.0019480702287583542 0.0028911477521848805 0.0019151009154300342 0.0012131979296202027 0.0019762667567582281 0.0026100019514187028 0.0017289623805132278 0.0015307476549985127 0.001757463440382272 0.0023650742553223418 0.00060814797250507621 0.0023818255867214511
leaf_weight=95 20 24 53 31 74 98 70 23 22 104 1067 22 37 53 92 34 20 42 30 21 32 69 32 38 28 20 28 647 66 129
leaf_count=95 20 24 53 31 74 98 70 23 22 104 1067 22 37 53 92 34 20 42 30 21 32 69 32 38 28 20 28 647 66 129
internal_value=0 0.00123741 0.00241826 0.00204181 0.0017825 0.000986447 0.00249358 0.0016757 0.00114777 0.00131131 0.00257511 0.00232759 0.00236204 0.00255399 0.00217098 0.002403 0.0023237 0.00116312 0.00152068 0.00238999 0.00236029 0.00141728 0.00167331 0.00225397 0.00214397 0.00192527 0.00140575 0.00238161 0.000755263 0.00257419
internal_weight=0 590 2531 422 186 404 2109 185 306 216 1302 237 807 1249 112 215 181 174 154 770 700 124 55 161 123 42 70 668 90 1196
internal_count=3121 590 2531 422 186 404 2109 185 306 216 1302 237 807 1249 112 215 181 174 154 770 700 124 55 161 123 42 70 668 90 1196
is_linear=0
shrinkage=0.00140032


Tree=1751
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 14 4 2 1 0 15 12 4 12 0 1 52 4 4 0 2 1 1 0 2 4 12 47
split_gain=279.076 46.2561 25.5477 22.325 15.3197 13.3982 11.2557 9.6908 9.59023 9.10367 8.52712 8.26222 7.63529 6.93423 5.28615 5.22452 4.44497 4.38717 4.15312 3.84448 3.42296 4.33614 3.14723 3.05105 2.7761 2.755 2.72898 3.16041 2.6954 2.68698
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14753000000000002 0.11362000000000001 -1.0000000180025095e-35 0.062655000000000016 0.033845000000000007 0.10613000000000002 0.09253500000000002 -0.10836499999999999 -0.10469999999999999 0.089410000000000003 -0.15464999999999998 0.13597000000000004 -0.079119999999999982 0.122185 1.0000000180025095e-35 0.24564500000000003 -0.49013999999999996 -0.062764999999999974 0.094835000000000017 0.13436000000000001 0.16175000000000003 -0.15599999999999997 0.10699500000000002 -0.17966999999999997 0.09320500000000001 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 -3 8 11 -8 22 12 -1 -7 -11 -15 -13 29 19 -10 28 -22 -4 -16 -6 -14 27 -23 -18 -2
right_child=1 4 10 -5 24 13 9 -9 18 14 -12 16 25 15 23 -17 20 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029067637329650664 0.0025903405698361275 0.00078686951676206895 0.0026400024272088089 0.0012974199933092898 0.00068285280935818276 0.0012444310479948577 0.0019484769722289028 0.0030355118713211991 0.0021638881463196358 0.0019846279369220747 0.0014326573683204279 0.0026248311291181881 0.0020438284724246512 0.0023449666423545935 0.001246951074911448 0.0016129402213762897 0.0028393416959212074 0.0017857209855098443 0.002474822524567146 0.0014723020492420666 0.0024731717380661283 0.0022823825238156132 0.0019548467470401924 0.00069345932657980942 6.1120856025990934e-05 0.0013677084535725368 0.0025832462736346241 0.0016138477706691835 0.0023483304512935304 0.0020944784352825039
leaf_weight=20 74 96 24 84 77 20 54 85 115 20 66 1183 45 112 150 28 84 32 88 22 371 32 43 27 21 20 20 33 37 38
leaf_count=20 74 96 24 84 77 20 54 85 115 20 66 1183 45 112 150 28 84 32 88 22 371 32 43 27 21 20 20 33 37 38
internal_value=0 0.00136327 0.00246537 0.00191843 0.00107883 0.00250249 0.00122829 0.00253391 0.00251331 0.00139712 0.00181935 0.00254934 0.00208778 0.0020793 0.00124598 0.00219856 0.00257163 0.00228068 0.00221788 0.00205283 0.00246256 0.00240242 0.00220028 0.00116252 0.000549625 0.00183579 0.00209363 0.00194297 0.0026892 0.0024221
internal_weight=0 673 2448 228 445 2315 347 2155 2070 251 133 1845 85 160 197 140 1760 144 225 137 577 456 67 177 98 65 85 65 121 112
internal_count=3121 673 2448 228 445 2315 347 2155 2070 251 133 1845 85 160 197 140 1760 144 225 137 577 456 67 177 98 65 85 65 121 112
is_linear=0
shrinkage=0.00151575


Tree=1752
num_leaves=31
num_cat=0
split_feature=1 12 1 3 13 4 15 3 4 4 2 34 2 4 12 15 11 484 15 3 14 15 3 150 49 0 42 3 43 400
split_gain=8.75267 2.29021 1.3501 0.987888 1.10918 0.898575 0.746733 0.70969 1.17233 1.09385 1.07555 0.705016 1.4285 0.782784 0.702768 0.644415 0.629762 0.878429 0.781031 0.602567 0.711022 0.821796 0.754365 0.600531 0.655908 0.581669 0.570748 0.566371 0.560245 1.22364
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.31370500000000007 -0.47860499999999995 0.053180000000000012 0.035560000000000008 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 -0.26532499999999998 -0.11713499999999999 0.080455000000000013 -0.011854999999999999 0.040760000000000005 -0.11171999999999999 -0.23083499999999998 -0.24436499999999997 0.11658 -0.086544999999999983 -0.032624999999999994 -0.10607499999999999 0.091545000000000015 -0.0025099999999999996 0.058875000000000004 -0.065974999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 11 14 7 19 10 9 -9 -3 -2 -13 -14 -5 -1 17 -12 -18 -4 -21 -22 23 -23 -25 -10 28 -26 -27 -30
right_child=3 5 6 4 -6 -7 -8 8 25 -11 16 12 13 -15 -16 -17 18 -19 -20 20 21 22 -24 24 27 26 -28 -29 29 -31
leaf_value=0.0023315984653323272 0.00019864343002350089 0.0029940253378334964 0.0002347637592572367 0.0012857148363894363 -0.00057802083869307414 0.0013435552928265707 0.0017889413234018381 0.0015648695141203754 0.00075389304892212639 4.1931682452402392e-05 0.002036802260265925 0.0014930338403758086 0.0015777931151624411 0.00046514095557063711 8.7244900659459401e-05 0.0014703332033723772 0.0018068862033096275 0.00045545228622504748 0.0029814410701049132 0.0018193684748221343 -8.718657882213424e-05 0.00032937296919158525 0.00051622948992891937 0.0009970404326843452 0.0012108600388286053 0.0017608775229967916 0.0014859162507382597 0.0021201614309676884 0.0026253412089058043 0.0011998639168125623
leaf_weight=29 43 26 29 26 34 283 35 29 20 25 20 85 21 126 30 168 83 20 20 30 20 20 60 90 39 1156 375 39 20 120
leaf_count=29 43 26 29 26 34 283 35 29 20 25 20 85 21 126 30 168 83 20 20 30 20 20 60 90 39 1156 375 39 20 120
internal_value=0 0.00154659 0.00124167 0.000667354 0.000182147 0.00162417 0.00104824 0.00166566 0.00163369 0.000859806 0.0019958 0.000826149 0.000942454 0.000624091 0.000643677 0.00159712 0.0018143 0.00124613 0.00203496 0.000968961 0.00104041 0.000953213 0.00103712 0.00120336 0.0013074 0.0016584 0.00166923 0.00166551 0.00172227 0.0014035
internal_weight=0 2756 559 365 90 2197 362 1914 1745 54 169 275 232 147 56 197 143 40 103 327 298 268 248 188 168 1691 1671 78 1296 140
internal_count=3121 2756 559 365 90 2197 362 1914 1745 54 169 275 232 147 56 197 143 40 103 327 298 268 248 188 168 1691 1671 78 1296 140
is_linear=0
shrinkage=0.00533549


Tree=1753
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 14 43 1 3 2 2 1 52 50 49 457 50 0 39 12 4 0 16 49 42 0 447 3 13
split_gain=217.381 27.5996 23.1325 14.3918 13.3229 10.6924 8.25314 8.01076 5.98514 5.42411 5.72419 5.02649 4.40169 4.29257 3.65888 3.10508 3.02482 2.71869 2.69408 2.6768 2.46184 3.50449 2.25943 2.75213 2.22493 2.14046 1.98161 1.95053 1.78169 1.77014
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.31534000000000006 0.076975000000000002 -0.025214999999999998 0.09253500000000002 0.11658 0.15109000000000003 0.11177500000000001 0.089625000000000024 0.048770000000000008 0.089465000000000017 -0.012034999999999999 0.080930000000000016 0.11266000000000001 -0.11991499999999998 0.096625000000000016 0.087765000000000024 -0.51253999999999988 -0.076234999999999983 0.066275000000000014 -0.054319999999999993 0.11688500000000002 -0.081894999999999982 0.081385000000000013 0.086245000000000016 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 15 7 12 19 -4 10 16 -9 20 29 18 -2 25 -13 -14 26 21 -1 -20 -24 -10 -5 -3 28 -23 -7
right_child=1 5 8 9 -6 13 -8 11 24 -11 -12 17 14 -15 -16 -17 -18 -19 22 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028421743099160644 0.0013347517317875313 0.00067329545690435731 0.0019260603074713193 0.0020133906285600169 0.0010528684022561327 0.00037608993239146837 0.0026413579831550769 0.0016864458952092255 0.0014204220148707584 0.0013086397349023162 0.0011386529408474822 0.00095577380422469599 0.0014358207906463617 0.000819922103766957 0.0021756166553331324 0.0019807980873641699 0.0013874756465197097 0.0015489531021898671 0.0020320222012388247 0.00051176726860560227 0.0021069662049634373 0.0022421650114422369 0.0013265150692715227 0.0020243524490372905 0.00091483001951915869 0.0016432203054441332 0.001095526918354639 0.0017859279332155672 0.0019344060693356037 -0.00015431269429722787
leaf_weight=20 20 45 34 374 74 33 75 39 40 35 20 91 28 34 139 92 20 21 133 63 678 743 26 24 37 38 54 23 44 24
leaf_count=20 20 45 34 374 74 33 75 39 40 35 20 91 28 34 139 92 20 21 133 63 678 743 26 24 37 38 54 23 44 24
internal_value=0 0.00106847 0.00207011 0.00210054 0.00154215 0.00085039 0.00215806 0.000980744 0.00140677 0.00187223 0.00191587 0.00122699 0.00213855 0.000402031 0.00198842 0.00186543 0.00195185 0.00106699 0.0018651 0.000751223 0.0021734 0.00222767 0.00193078 0.00166148 0.00117748 0.00197925 0.000903604 0.00221249 0.00222496 0.000152763
internal_weight=0 590 2531 2420 186 404 1933 313 111 487 452 151 1858 91 350 112 432 112 211 162 1508 830 183 50 77 412 99 810 787 57
internal_count=3121 590 2531 2420 186 404 1933 313 111 487 452 151 1858 91 350 112 432 112 211 162 1508 830 183 50 77 412 99 810 787 57
is_linear=0
shrinkage=0.00148603


Tree=1754
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 14 1 2 457 2 15 3 1 1 1 1 52 1 0 4 52 4 16 15 16 160 4 1
split_gain=339.967 43.3717 35.3972 23.7361 21.2582 17.5977 11.8095 11.53 10.4951 9.25635 8.37053 9.80037 6.07608 5.56116 4.61473 4.05 3.95844 3.8428 3.75064 3.4551 3.95022 3.44932 3.08076 4.85113 3.0511 3.01134 3.67067 2.84009 2.83953 2.6151
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.076975000000000002 0.09253500000000002 0.10803500000000001 0.080930000000000016 0.14122000000000004 0.024640000000000006 -0.12018999999999998 0.122715 0.16175000000000003 0.083345000000000016 0.12958500000000003 -0.56176499999999996 0.088770000000000016 -0.23001499999999997 -0.046564999999999988 0.039215000000000007 0.24564500000000003 0.19444000000000003 0.087685000000000013 -0.008904999999999998 -0.020569999999999995 -0.008819999999999998 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 14 6 29 12 -4 17 11 18 13 16 28 -7 27 -8 -5 -15 -21 -11 23 -20 -24 26 -14 -1 -2 -3
right_child=1 5 8 10 -6 15 9 -9 -10 21 -12 -13 25 19 -16 -17 -18 -19 22 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023086408196033381 0.0030153317259527133 0.0014219653539350703 0.0027018572123115861 0.0031856508620628911 0.001511675434189194 0.00087089064568414182 0.0027500371408336697 0.0035504733637941647 0.0016705249451454509 0.0020900074586728051 0.0018343862722136454 0.0019089069340865962 0.0030853388808890977 0.0029275821344330192 0.0020486312828168905 0.00011686522931012881 0.0019714775904385354 0.0018136622342585971 0.0026139294396225646 0.002070964969730929 0.0027713279701823646 0.0014039143439664131 0.0029031229718319948 0.0018478672045824235 0.0022834675139048102 0.0029483204953129841 0.0036985531334538841 0.0031227095381316295 0.0024383129630024735 0.00082600764549433238
leaf_weight=20 47 24 34 35 74 90 22 75 77 20 34 41 350 660 29 21 28 20 194 22 154 141 139 22 22 578 25 21 36 66
leaf_count=20 47 24 34 35 74 90 22 75 77 20 34 41 350 660 29 21 28 20 194 22 154 141 139 22 22 578 25 21 36 66
internal_value=0 0.00153691 0.00284014 0.0028793 0.0021547 0.00125249 0.00145109 0.00295616 0.00198643 0.00165776 0.00257425 0.00262978 0.00293217 0.00284144 0.00257956 0.000728237 0.00241958 0.00230414 0.00270151 0.00287626 0.00268378 0.00148914 0.00265657 0.0025359 0.00281845 0.00301832 0.00312622 0.0027256 0.00276506 0.00098493
internal_weight=0 590 2531 2420 186 404 293 1933 111 203 487 453 1858 905 112 111 69 42 412 836 176 161 377 216 161 953 375 41 83 90
internal_count=3121 590 2531 2420 186 404 293 1933 111 203 487 453 1858 905 112 111 69 42 412 836 176 161 377 216 161 953 375 41 83 90
is_linear=0
shrinkage=0.00154607


Tree=1755
num_leaves=31
num_cat=0
split_feature=1 1 3 9 2 2 131 42 49 15 2 157 16 43 0 16 2 150 13 1 13 159 482 15 4 16 4 1 2 16
split_gain=9.78624 1.84284 1.28579 1.22326 1.21366 1.14041 0.951245 1.04862 0.839513 1.05108 0.828257 0.794187 0.771962 0.650615 0.620575 1.06903 0.901739 0.613685 0.573767 0.564829 0.552944 0.63755 0.628425 0.665771 1.06449 1.24823 1.18122 0.712034 0.606536 0.605538
threshold=0.10752500000000002 0.13707500000000003 -0.034684999999999994 -1.0000000180025095e-35 0.11474000000000002 0.094835000000000017 0.082070000000000018 -0.064119999999999996 -0.0069299999999999995 -0.088749999999999982 -0.13033999999999998 -0.48214999999999997 -0.53943499999999989 -0.079914999999999986 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.11648500000000002 -0.0093149999999999986 0.11323000000000001 -0.23438999999999996 0.014475000000000003 0.076555000000000012 -0.21699999999999997 -0.014149999999999998 -0.07550999999999998 -0.036839999999999991 0.099400000000000002 0.10855000000000002 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 8 10 11 -8 -2 -10 -5 -7 -12 18 15 -3 -16 19 -4 -15 -13 22 23 -22 25 -25 29 -26 -23 -27
right_child=1 14 13 5 -6 6 7 -9 9 -11 12 20 -14 17 16 -17 -18 -19 -20 -21 21 28 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.00060168397113845556 0.003194728753051471 0.000252512728296445 0.0008898109999247721 0.0011466048292672281 0.0010551730911756456 0.0030618176234892855 0.0018464530984643717 6.1885734121816351e-05 0.00057240626565217855 0.0022287448801542181 0.0033677420632953546 0.00088826224873210752 0.0021416103219235845 0.001982045184416005 0.00056421005315415934 0.0022885113250062511 -0.00082406521454837919 0.00012503874249505861 -0.00048414164317615773 0.0011066355793681716 0.0027237784390220596 0.0027563987445212517 0.0026626949556398534 0.0033676053422472827 0.0015575437862425363 0.0013789439077311525 0.0032636775713715421 0.00066057989696132141 0.0016679375420196897 0.0021119266764765975
leaf_weight=25 25 24 36 35 70 24 30 26 21 71 22 24 1711 42 95 20 25 20 20 121 28 63 34 25 184 118 22 47 33 80
leaf_count=25 25 24 36 35 70 24 30 26 21 71 22 24 1711 42 95 20 25 20 20 121 28 63 34 25 184 118 22 47 33 80
internal_value=0 0.00110309 0.00132862 0.00203325 0.00173258 0.00204753 0.00183278 0.0010179 0.00213786 0.00185067 0.00213717 0.00189969 0.00215718 0.00101255 0.000517249 0.00117797 0.000274986 0.00120027 0.000399114 0.0013322 0.0018573 0.00189399 0.00180686 0.00174913 0.0016918 0.00199045 0.00183396 0.00137504 0.00238224 0.0016751
internal_weight=0 590 426 2531 187 2506 738 56 117 92 1768 682 1733 239 164 44 120 183 56 163 658 634 538 504 476 245 220 231 96 198
internal_count=3121 590 426 2531 187 2506 738 56 117 92 1768 682 1733 239 164 44 120 183 56 163 658 634 538 504 476 245 220 231 96 198
is_linear=0
shrinkage=0.00650394


Tree=1756
num_leaves=31
num_cat=0
split_feature=1 1 155 15 123 41 46 12 3 50 51 43 1210 12 484 1 0 41 10 43 481 400 15 0 15 51 3 43 12 133
split_gain=7.92685 1.56196 1.21109 1.10676 1.03697 0.945923 0.913379 1.17899 1.19912 0.886747 0.851557 0.894623 0.823412 0.798251 0.797219 0.812051 0.739109 0.724769 0.703939 0.612508 0.601554 0.647658 0.700171 0.927804 1.35858 0.882069 0.609862 0.60051 0.77458 0.883162
threshold=0.10752500000000002 0.14860500000000001 0.10158500000000002 0.040760000000000005 0.12067000000000001 0.075585000000000013 0.084955000000000017 0.078300000000000008 0.11924500000000002 0.14026500000000003 -0.43017499999999992 0.070450000000000013 -0.0084249999999999985 0.11650500000000001 -0.011244999999999998 0.08864000000000001 -0.071924999999999989 0.077565000000000009 -1.0000000180025095e-35 -0.083434999999999995 -0.048124999999999994 -0.077734999999999985 -0.079249999999999987 0.12113000000000002 -0.008624999999999999 -0.085384999999999989 -0.081164999999999987 0.0051600000000000005 0.083785000000000012 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 9 27 7 8 14 10 -2 13 -9 -12 -1 -16 -13 19 -3 -14 26 -22 25 24 -24 -23 -21 28 -5 -30
right_child=1 18 -4 5 -6 -7 -8 12 -10 -11 11 16 17 -15 15 -17 -18 -19 -20 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018937229415385637 0.00165511770898802 -0.00067548383114868281 0.0018605323594543409 0.0019993922486630259 -0.00031099011569745566 0.0022281209766065492 0.0022691034993047475 0.00061063182752072625 -5.0843940668335517e-05 0.0018250332686208426 0.00059819030821431406 0.0020133072282183776 0.0015869443084978881 0.0014624829250217812 0.0013101700702552424 0.00080736117078271971 0.00071767011166546041 0.00068367540019489362 0.00039654259255244813 0.002218587350379914 0.00050305487207222103 0.0022034997661049185 0.0011380559302348982 0.0016005346548918064 5.0651316924549226e-05 0.0013675276616690311 0.0013788106781998377 0.0012639948708566622 0.0018823466411526655 0.0014160190818304291
leaf_weight=29 26 22 27 80 20 42 23 34 23 21 357 23 332 28 145 169 20 34 46 34 26 36 156 72 34 207 55 253 117 630
leaf_count=29 26 22 27 80 20 42 23 34 23 21 357 23 332 28 145 169 20 34 46 34 26 36 156 72 34 207 55 253 117 630
internal_value=0 0.000752401 0.000843939 0.00138685 0.000788489 0.00150236 0.00129487 0.00127871 0.00103871 0.000834783 0.000788978 0.000736362 0.00136482 0.000661048 0.00111177 0.00103955 0.00141069 0.00139083 4.97105e-05 0.00141609 0.00132459 0.00126173 0.0013008 0.00112404 0.000943468 0.00149138 0.00169962 0.00147414 0.00153843 0.00148906
internal_weight=0 590 522 2531 495 1122 1409 1386 366 475 454 428 1020 385 343 314 43 986 68 952 620 531 505 262 190 243 89 1080 827 747
internal_count=3121 590 522 2531 495 1122 1409 1386 366 475 454 428 1020 385 343 314 43 986 68 952 620 531 505 262 190 243 89 1080 827 747
is_linear=0
shrinkage=0.00492917


Tree=1757
num_leaves=31
num_cat=0
split_feature=1 2 97 16 52 13 2 11 11 47 0 402 51 52 10 0 43 484 0 151 48 2 52 4 15 16 52 40 1 52
split_gain=6.58462 1.78555 1.24342 1.17979 2.25253 0.988615 0.948718 0.929105 0.920313 0.899132 0.804764 0.719519 0.699436 0.6892 0.928748 0.739308 0.936054 0.677935 0.63578 0.614693 0.626659 0.598558 0.58805 0.640602 0.56077 0.606831 0.536005 0.521693 0.482546 0.453708
threshold=0.11846000000000002 0.10060500000000001 -0.083924999999999986 0.40020000000000006 0.029970000000000007 0.11596500000000001 0.13622000000000004 0.080455000000000013 0.085155000000000022 0.085505000000000012 -0.040504999999999992 0.09388500000000001 -0.085989999999999997 0.056145000000000007 -0.062879999999999978 -0.036484999999999997 -0.074974999999999986 0.085515000000000022 -0.13455999999999999 0.056735000000000001 0.12230500000000001 -0.14451499999999998 0.10263500000000002 -0.052259999999999994 -0.07490999999999999 0.51222500000000004 -0.020999999999999994 -0.0087249999999999984 0.13146500000000003 -0.083374999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 22 21 -9 11 27 13 -3 14 -2 18 -17 19 -16 20 29 -4 -6 -24 -5 -26 -10 -11 -20 -14
right_child=9 3 7 24 6 -7 -8 8 26 10 -12 -13 17 -15 15 16 -18 -19 28 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00037342741158831211 -0.00058615853797915464 -7.8682136601121449e-05 0.0006141211877975693 0.0024668926281656753 0.0023044782136954337 -0.00047534448520910699 0.00036260831063610733 0.0030573428624245344 0.0023620543783908154 0.00051563009216892331 3.3508230245043949e-05 -0.00062447403159124045 0.00024521688873934365 0.0011114042032081238 0.0010709499266210853 0.00020877221097777965 0.0018325269227250148 0.0019068756123845072 0.00069892142444531508 0.0016098397797992764 -0.00028369009356192943 0.0015500618155113569 0.00098889202566307876 0.0018329891508355207 0.00074457054029976192 0.0016683270271566977 0.0010145589059796956 0.0015856519204212683 -0.00034183112834681344 0.00097101834808791497
leaf_weight=31 31 27 24 23 41 22 21 28 20 21 21 21 38 52 24 22 28 22 22 30 20 1973 52 78 31 121 21 64 52 140
leaf_count=31 31 27 24 23 41 22 21 28 20 21 21 21 38 52 24 22 28 22 22 30 20 1973 52 78 31 121 21 64 52 140
internal_value=0 0.00146007 0.00154446 0.00119434 0.00104632 0.000726594 0.00154424 0.00156203 0.00223409 0.000610976 0.00106617 0.000419507 0.000822054 0.000514414 0.000340987 0.000535186 0.00111807 0.000919334 0.000237794 0.000824045 0.000704985 0.00153881 0.00168935 0.00149535 0.00160964 0.00147993 0.00167187 0.00132129 -3.24182e-05 0.000816072
internal_weight=0 2763 2097 666 491 299 192 2066 69 358 106 252 277 231 179 148 50 250 98 228 198 1997 171 130 175 152 41 85 74 178
internal_count=3121 2763 2097 666 491 299 192 2066 69 358 106 252 277 231 179 148 50 250 98 228 198 1997 171 130 175 152 41 85 74 178
is_linear=0
shrinkage=0.00589082


Tree=1758
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 15 159 4 2 16 2 1 47 14 47 12 0 4 3 2 47 11 0 160 39 16 0 49
split_gain=224.373 28.0265 24.8221 19.7764 13.5826 9.52573 9.47182 8.48293 6.55983 6.46687 4.98504 4.61217 3.87114 3.86428 3.68216 3.65009 3.48802 3.27703 3.07561 2.64959 3.64088 2.46922 3.03607 2.23224 2.46201 3.39939 2.12736 1.78875 1.78812 1.68486
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.092390000000000014 0.13075500000000004 0.090285000000000018 0.024640000000000006 0.082585000000000006 0.033845000000000007 0.11389000000000002 0.19444000000000003 0.11704500000000001 0.16540500000000002 0.077555000000000013 0.076175000000000007 0.080455000000000013 0.13597000000000004 -0.13027499999999997 -0.059649999999999988 0.090900000000000009 0.14285500000000004 0.10670500000000001 0.080455000000000013 -0.066089999999999996 -0.0080249999999999991 0.088025000000000006 -0.013024999999999998 -0.067094999999999988 -0.063424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 10 26 15 11 21 17 14 16 -2 -7 19 18 28 23 -4 -1 27 22 -5 24 -8 -26 -3 -21 29 -6
right_child=1 5 6 8 7 13 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0022948477997529792 0.0020735630884134693 0.0012054122920285779 0.0018116393504934831 0.0012479038027704461 0.0015423745099907723 0.00062976769894954878 0.0022240607925349707 0.0024679504692379194 0.0007227151042753147 0.001863129813496564 0.0013951384029502027 0.0020881564904834337 0.001340526711895875 -7.0992249193427544e-05 0.0026184194184471583 0.0027527191208707637 0.0017713851599080277 0.0016878088270049349 0.0023296426056897373 0.0019032088790713125 0.0014107880053480645 0.00086034892749226543 0.0017749934528778848 0.0024711934498510952 0.0014339694566766837 0.002100977743003129 0.00077395583237658335 0.0023663818256800199 0.00084698459057921732 0.0011238576754162596
leaf_weight=71 96 97 27 74 39 130 573 20 57 171 22 21 20 21 33 46 32 29 1068 53 25 21 38 67 21 107 36 30 25 51
leaf_count=71 96 97 27 74 39 130 573 20 57 171 22 21 20 21 33 46 32 29 1068 53 25 21 38 67 21 107 36 30 25 51
internal_value=0 0.00113576 0.00217373 0.00145402 0.00183816 0.000792839 0.00224088 0.00153478 0.00115293 0.0021306 0.00208191 0.00142369 0.00194718 0.000532311 0.00215318 0.00233444 0.00132876 0.00218798 0.00231687 0.0020674 0.00191788 0.00133731 0.00142674 0.00220687 0.0021816 0.00199155 0.00108863 0.00207062 0.0012056 0.00130521
internal_weight=0 590 2531 306 422 284 2109 188 190 968 234 168 116 151 212 1141 147 797 1095 179 108 133 112 768 701 128 133 83 115 90
internal_count=3121 590 2531 306 422 284 2109 188 190 968 234 168 116 151 212 1141 147 797 1095 179 108 133 112 768 701 128 133 83 115 90
is_linear=0
shrinkage=0.00151575


Tree=1759
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 2 14 12 47 1 0 47 1 1 16 4 13 3 49 1 3 1 4 11
split_gain=454.252 56.9949 46.536 29.1674 26.6788 21.668 16.0889 15.2943 14.1404 11.4139 8.31371 7.47326 6.62194 6.46211 5.38417 5.18772 5.03684 4.73005 4.58502 4.5847 4.24776 4.17891 4.10497 4.04871 3.64664 3.59149 3.16719 2.9423 2.3245 2.1913
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091625000000000012 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.0061450000000000003 0.10855000000000002 0.076175000000000007 0.12757000000000002 0.077555000000000013 0.16175000000000003 -0.11173999999999999 0.091680000000000011 0.122715 0.12958500000000003 -0.43320999999999993 -0.059649999999999988 -1.0000000180025095e-35 0.090900000000000009 -0.085174999999999987 0.12000500000000001 0.12745000000000004 0.13075500000000004 -0.008819999999999998 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 8 12 -6 25 19 13 14 16 29 21 -7 20 24 28 -10 -4 -1 -11 -23 -9 -3 -24 -5 -2 -8
right_child=1 5 6 27 7 15 10 17 9 22 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0074703498230513157 0.0074022682694682854 0.0057482910056228693 0.0073515357629966981 0.0060099023169447379 0.0074416907274170033 0.0051305240586911769 0.0073090389018540536 0.0066925384340162809 0.0071216934691443337 0.0055833698802658415 0.0069510407959745835 0.0065248411615802856 0.0080441867420393935 0.0066437398465675835 0.0078467898038702289 0.004310273928727423 0.0074906709385199732 0.0067723967222426051 0.0064982331207007159 0.0061386310913737136 0.006506144916385655 0.0071613374941678883 0.0058074672676190937 0.0064730490132551477 0.006015759166806597 0.005077003520606943 0.006470482537334672 0.0053769136381147282 0.00690046764650092 0.0076016818052463478
leaf_weight=67 47 24 35 50 28 90 548 21 22 94 189 33 46 31 32 21 1176 31 29 20 21 77 41 25 108 66 26 24 36 63
leaf_count=67 47 24 35 50 28 90 548 21 22 94 189 33 46 31 32 21 1176 31 29 20 21 77 41 25 108 66 26 24 36 63
internal_value=0 0.00584787 0.00729581 0.00652857 0.00684535 0.00553448 0.00738594 0.00642849 0.0057463 0.00596367 0.00722498 0.00718026 0.00749061 0.00730563 0.00728786 0.00497534 0.00746994 0.00625118 0.00700689 0.00665357 0.00703451 0.00718203 0.0057837 0.00699264 0.00612593 0.00525601 0.00606476 0.00580461 0.00718462 0.00733921
internal_weight=0 590 2531 186 422 404 2109 188 293 203 831 234 1278 642 201 111 1232 160 112 42 56 169 161 102 129 90 67 74 83 611
internal_count=3121 590 2531 186 422 404 2109 188 293 203 831 234 1278 642 201 111 1232 160 112 42 56 169 161 102 129 90 67 74 83 611
is_linear=0
shrinkage=0.00148603


Tree=1760
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 3 1 15 0 3 123 4 0 48 48 12 43 11 42 402 47 0 0 2 1212 2 12 3 12 130
split_gain=8.02565 2.36798 1.39968 1.12859 1.436 1.00826 1.0026 0.840261 1.53702 0.864803 0.817651 0.765538 1.16875 0.762269 0.81015 0.73269 0.700708 0.675184 0.724824 0.770395 0.655498 0.643513 0.621693 0.581833 0.927516 1.22543 0.728259 0.676575 0.614443 0.76292
threshold=0.27287000000000006 0.14285500000000004 -0.010834999999999999 -0.0091949999999999983 0.093320000000000014 0.10893000000000001 0.13075500000000004 -0.0088349999999999974 -0.043914999999999989 0.31299000000000005 0.085740000000000011 -0.081224999999999978 -0.038659999999999993 0.092475000000000016 0.078735000000000013 0.10388500000000002 0.022390000000000004 1.0000000180025095e-35 0.11387000000000001 -1.0000000180025095e-35 0.07813500000000001 0.024095000000000002 -0.069444999999999993 0.084055000000000005 0.090465000000000018 0.086590000000000014 0.097145000000000023 -0.083154999999999993 0.092255000000000018 0.087820000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 11 10 9 -9 -7 16 13 17 14 23 20 -2 18 -13 -20 -3 -8 -21 27 26 -26 28 -4 29 -25
right_child=6 15 5 4 -6 7 21 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00076276143792928261 0.0012029580219814883 -0.00015364041406491395 0.002174751532249883 0.0024183586083414165 0.0013180422544614766 0.0023949143921666526 0.00073294546776156379 -0.0002011060199110186 0.0018070358124478885 0.00093595028597853009 0.00044467254609160294 0.0018593526274952141 0.00058181357787360263 0.0010885719410546203 0.0030772838709293418 0.0014535277105652226 0.0023127509055570279 0.002573204262480343 0.0017203180272594236 9.0464361581401383e-05 0.0011482768011540992 -0.00022689788542588544 0.0014745500379916309 0.0021037063331629277 0.00014943723396150708 0.0019233382651304878 0.0014007476972757015 0.0032228895155306486 0.0026214725466561059 0.0012315105297756839
leaf_weight=60 142 26 197 52 123 31 125 24 23 21 39 1435 23 25 24 41 20 38 83 20 22 26 20 264 20 30 52 21 59 35
leaf_count=60 142 26 197 52 123 31 125 24 23 21 39 1435 23 25 24 41 20 38 83 20 22 26 20 264 20 30 52 21 59 35
internal_value=0 0.00179935 0.00182893 0.00141974 0.00164499 0.00186826 0.000909478 0.00131952 0.000781602 0.00180572 0.00116626 0.00189142 0.00182423 0.00204106 0.00207498 0.000908563 0.00133997 0.00184213 0.0018243 0.00141534 0.000443072 0.000567674 0.000782507 0.0020395 0.00192756 0.00121378 0.0020146 0.00227572 0.00210377 0.00200161
internal_weight=0 2769 2680 235 175 2445 352 99 47 52 201 2346 1619 727 702 89 162 1596 1558 123 48 151 40 678 460 50 410 218 358 299
internal_count=3121 2769 2680 235 175 2445 352 99 47 52 201 2346 1619 727 702 89 162 1596 1558 123 48 151 40 678 460 50 410 218 358 299
is_linear=0
shrinkage=0.00555105


Tree=1761
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 2 12 4 4 3 47 47 11 11 52 1 1 12 124 15 4 1 0 4 3 147 11 0 160
split_gain=298.178 38.986 31.5869 27.8207 19.7171 11.303 10.4957 10.4362 9.21516 6.66698 6.38004 6.14924 4.41767 4.26406 4.31508 4.16075 4.46978 4.1455 3.94651 3.87935 3.77744 3.40391 3.33333 3.26655 2.99589 5.32384 2.87873 2.82523 3.32827 3.42617
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.09253500000000002 0.13075500000000004 0.14285500000000004 0.090285000000000018 -0.16363499999999997 0.033845000000000007 -0.11171999999999999 0.10019500000000002 0.077555000000000013 1.0000000180025095e-35 0.080150000000000013 1.0000000180025095e-35 0.10089500000000001 0.16540500000000002 0.13597000000000004 -0.072314999999999977 0.013270000000000002 0.061775000000000004 0.122715 -0.11242999999999999 -0.064054999999999987 0.092670000000000016 0.088610000000000008 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 26 11 13 -6 18 -1 20 24 23 -15 16 19 -7 27 -10 -5 -13 -2 -4 -12 -26 -3 28 -9 -30
right_child=1 5 7 6 8 17 -8 9 15 -11 12 21 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0016628660304953975 0.0023389973311459238 0.0012863075950289872 0.0020973689563506337 0.001097231902513878 0.0024047280057077989 0.00071939093146535405 0.00067672610141739163 0.0024568347318509637 0.0013623290945564978 0.0021067548260653834 0.0025841661433447767 0.0023330500282847423 0.0028802486238423421 0.0032388942935666831 0.0025867987807121694 0.0021262689509394315 0.001219051300402567 3.5443145983838813e-05 0.0019003369957586373 0.0020957828258187628 0.0016820982648002604 0.0015598913822640987 0.0017764781819505954 0.0025539332536982026 0.0023258335719787849 0.0015490443691153024 0.00071002600943032143 0.0027173181294201962 0.0016891434684398812 0.0023085450547458948
leaf_weight=27 83 112 33 71 31 130 43 573 28 171 56 21 33 37 47 22 73 21 29 31 33 26 29 1024 99 22 21 67 22 106
leaf_count=27 83 112 33 71 31 130 43 573 28 171 56 21 33 37 47 22 73 21 29 31 33 26 29 1024 99 22 21 67 22 106
internal_value=0 0.00127281 0.00240037 0.00162653 0.00204366 0.000891698 0.00129929 0.00247175 0.00169421 0.00236266 0.00231644 0.00147658 0.00240047 0.00256429 0.00287403 0.00155119 0.00145534 0.000624272 0.00241757 0.0017477 0.00128281 0.00190535 0.00219335 0.00253968 0.00231102 0.0021846 0.00119532 0.0024371 0.00241032 0.00220209
internal_weight=0 590 2531 306 422 284 194 2109 185 968 237 151 210 1141 84 154 132 151 797 59 104 47 112 1057 177 121 133 768 701 128
internal_count=3121 590 2531 306 422 284 194 2109 185 968 237 151 210 1141 84 154 132 151 797 59 104 47 112 1057 177 121 133 768 701 128
is_linear=0
shrinkage=0.00142833


Tree=1762
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 4 2 1 2 0 14 12 4 50 49 4 15 150 160 48 0 0 15 15 47 3 14
split_gain=292.093 34.318 29.9949 27.825 18.4892 16.4227 11.5738 8.28392 7.6532 6.74909 5.84985 5.56706 4.89526 4.44092 4.14295 3.78687 3.69278 3.5533 3.22682 4.58547 3.18366 4.35082 3.83944 3.09298 2.90138 3.33272 2.82695 2.76315 2.7352 2.52322
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.090285000000000018 -0.17966999999999997 0.033845000000000007 -1.0000000180025095e-35 0.10124500000000002 0.10774000000000002 -0.23194499999999998 0.076175000000000007 0.13597000000000004 -0.033174999999999989 0.041865000000000006 -0.012034999999999999 -0.064054999999999987 -0.03241999999999999 0.091105000000000005 -0.078564999999999982 0.084485000000000018 0.056435000000000006 -0.11242999999999999 -0.095244999999999982 -0.089964999999999976 0.090280000000000013 -0.13309499999999996 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 12 17 13 -6 14 -2 20 -11 -1 24 -8 -13 26 -5 23 -20 21 -9 -23 -14 25 -4 -3 -19 -10 -17
right_child=1 16 6 5 7 -7 8 10 28 11 -12 15 18 -15 -16 29 -18 27 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028209061193081634 0.00066464269784261053 0.00042463159429896802 0.0024084849857966949 0.0014747732749242353 0.002261250626703553 0.00097756331145256131 0.0022360240076429194 0.00122121615470036 0.0013834936509844757 0.0017061871411887791 0.0011637019970586536 0.0015888377226854059 0.0025352513467363801 0.0028156449854850824 0.001675064642246568 0.0013347674887020987 0.00085087409742003628 0.0024990414771650766 0.0021095730111815765 0.0014106180053811935 0.001178456624528916 0.0023339672355716331 0.0016311877577721995 0.001887632040818252 0.0023685388100079504 0.0015867634271104732 -0.00011519992925881934 0.0019733319037254452 0.0019448836881447551 0.00086427236692733533
leaf_weight=22 93 71 20 20 31 43 768 21 21 31 85 23 49 46 29 30 30 32 76 27 22 33 33 23 1053 22 29 63 150 125
leaf_count=22 93 71 20 20 31 43 768 21 21 31 85 23 49 46 29 30 30 32 76 27 22 33 33 23 1053 22 29 63 150 125
internal_value=0 0.00106352 0.00220184 0.00125031 0.00184728 0.0017457 0.00227278 0.00156193 0.00215561 0.000991139 0.00145019 0.00113642 0.00217318 0.00237219 0.00221561 0.00103719 0.000402571 0.00203291 0.00209175 0.00192635 0.00167359 0.0017988 0.00198258 0.00232837 0.00235356 0.00197806 0.00026808 0.00215041 0.00187594 0.000955336
internal_weight=0 590 2531 460 422 158 2109 225 968 302 194 209 197 1141 797 178 130 115 175 103 109 87 66 72 1095 42 100 95 171 155
internal_count=3121 590 2531 460 422 158 2109 225 968 302 194 209 197 1141 797 178 130 115 175 103 109 87 66 72 1095 42 100 95 171 155
is_linear=0
shrinkage=0.00145689


Tree=1763
num_leaves=31
num_cat=0
split_feature=1 4 15 1 12 3 16 157 159 49 133 15 11 2 4 15 160 41 151 16 151 15 3 13 13 150 13 48 4 34
split_gain=9.2047 1.76419 1.20324 0.988238 1.1932 1.0837 0.935557 1.20155 0.96882 0.952284 0.961914 0.928212 1.63061 0.926411 0.912064 2.09197 1.68601 0.874541 0.871244 0.870616 0.746008 0.680726 0.905769 0.754104 0.708887 0.671019 0.602122 0.750832 0.570136 0.56871
threshold=0.10752500000000002 0.27287000000000006 0.040760000000000005 0.08864000000000001 0.087215000000000015 -0.087909999999999988 0.40020000000000006 -0.081749999999999975 0.085545000000000024 0.14233500000000002 0.048520000000000008 -0.11033999999999998 0.079300000000000009 0.25063000000000007 -0.49013999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.075585000000000013 -0.085164999999999977 -0.015314999999999997 0.032230000000000009 -0.56368999999999991 -0.13309499999999996 1.0000000180025095e-35 -0.41572999999999993 -0.07848999999999999 -1.0000000180025095e-35 0.087695000000000009 0.0033150000000000007 -0.021334999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 11 5 -5 7 -2 9 10 26 -1 14 21 -13 18 -17 -4 19 -16 25 -3 -23 24 -24 -7 27 -9 -20 -26
right_child=1 13 17 4 -6 20 -8 8 -10 -11 -12 12 -14 -15 15 16 -18 -19 28 -21 -22 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0022668668673940331 -2.1237390775360807e-05 0.0017780560012837507 0.0020009799086710529 0.00024793462283315273 0.0019052643437552587 0.00064502612141896184 0.0019618744102134471 0.0021991675441357379 0.00074529431142290718 0.00052736279898523612 0.0010137170742208314 0.002534263656478573 0.00043842735423033584 -0.00023262353749676023 0.0033076958511960041 -0.00021288096884793757 0.0016013307548650233 0.0028174212880311706 0.0019375532776100526 0.0020942262652510722 0.00049094214460713309 0.0014860148148957502 9.099520945330437e-05 -0.00032735033279864044 0.00017423454043343585 0.0016801865633958276 0.0026347641253109092 0.00091056576510061135 0.0015792732253101136 0.0011388219696943445
leaf_weight=161 21 25 1080 27 171 22 74 38 56 22 37 56 26 24 22 27 38 42 347 106 23 49 37 22 23 157 36 22 226 104
leaf_count=161 21 25 1080 27 171 22 74 38 56 22 37 56 26 24 22 27 38 42 347 106 23 49 37 22 23 157 36 22 226 104
internal_value=0 0.00112597 0.00189591 0.0017879 0.00155441 0.00129243 0.0014184 0.00124505 0.00137108 0.00159717 0.00177413 0.00188047 0.0018071 0.000810891 0.0018504 0.0018004 0.000847735 0.00203154 0.00188874 0.00230279 0.00143204 0.000907216 0.000814573 0.000637688 0.000767145 0.00155296 0.00206721 0.00172668 0.00179624 0.000964133
internal_weight=0 590 2531 1409 400 229 306 232 211 155 133 1009 848 284 822 766 65 1122 701 128 202 260 235 186 164 179 96 60 573 127
internal_count=3121 590 2531 1409 400 229 306 232 211 155 133 1009 848 284 822 766 65 1122 701 128 202 260 235 186 164 179 96 60 573 127
is_linear=0
shrinkage=0.00555105


Tree=1764
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 2 4 150 14 43 12 49 14 0 15 4 1 1 15 1 0 1 16 3 43 16
split_gain=223.923 27.4354 22.0247 14.4012 13.6727 10.9957 9.54677 7.53154 8.73905 6.56548 5.25233 5.16732 4.07552 5.04645 3.70774 3.20806 3.01693 3.525 3.43086 3.01088 2.60655 2.59381 2.43359 2.24405 2.11946 1.99788 1.9883 1.88194 3.31299 1.87324
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.10803500000000001 0.033845000000000007 0.09487000000000001 0.062655000000000016 -0.066504999999999995 0.13597000000000004 -0.012034999999999999 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 -0.04890499999999999 0.13436000000000001 0.081315000000000012 -0.042209999999999991 0.16175000000000003 -0.097024999999999986 0.12958500000000003 -0.073404999999999984 0.095270000000000007 -0.083134999999999987 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 7 16 -3 25 11 14 12 13 21 24 -2 17 18 -4 -10 -21 -1 -11 -7 -8 -9 -26 28 -6 -15
right_child=1 5 6 -5 27 23 10 8 19 22 -12 -13 -14 29 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0022436693092811933 0.0016161759486665117 0.00090734407652142009 0.0025255294506545877 0.0013107777632592069 0.0016528998217746277 0.00081400276486619737 0.0027560949817370226 0.0023364182457581094 0.0018145826809384013 0.0020778322368948891 0.0020809554617454845 0.0016105127447485104 0.0029035049208667217 0.0022156355581882058 0.0018463800786168367 0.0022728484369454764 0.0028907281972993326 0.0025190886272608206 0.001675121791108255 0.0012888386764868492 0.00077274464500987517 0.0015955612540797753 0.0014086251339183635 0.00026597668990422084 0.0024671468082758195 0.0016874700864527884 0.0023089141879645775 0.001803956344668259 0.00089472469820473996 0.0025302405273890959
leaf_weight=25 20 90 20 74 35 77 33 22 20 21 171 23 26 69 29 92 46 1053 22 128 26 30 28 21 289 20 446 39 20 106
leaf_count=25 20 90 20 74 35 77 33 22 20 21 171 23 26 69 29 92 46 1053 22 128 26 30 28 21 289 20 446 39 20 106
internal_value=0 0.00134721 0.00236381 0.00181948 0.00205391 0.00112978 0.00242582 0.00126852 0.001419 0.00219711 0.00231727 0.00228522 0.00234584 0.0022828 0.00236798 0.00215559 0.00251791 0.00250225 0.00208008 0.00127215 0.00120171 0.00189016 0.00169543 0.000696569 0.00238767 0.0020274 0.00237113 0.00155426 0.0013772 0.0024062
internal_weight=0 590 2531 186 422 404 2109 306 216 328 968 279 256 230 797 112 1141 1095 42 174 154 55 49 98 768 42 735 94 55 175
internal_count=3121 590 2531 186 422 404 2109 306 216 328 968 279 256 230 797 112 1141 1095 42 174 154 55 49 98 768 42 735 94 55 175
is_linear=0
shrinkage=0.00148603


Tree=1765
num_leaves=31
num_cat=0
split_feature=1 4 2 52 157 13 3 376 2 447 11 12 16 2 0 4 150 150 2 42 1 50 1 51 3 15 3 1 50 3
split_gain=8.64986 1.59609 1.09453 0.929999 1.15193 0.869752 0.80805 0.963624 0.804117 0.773429 0.782543 0.929897 0.86489 0.737757 0.781573 0.681168 0.758324 0.639294 0.63295 0.625091 0.613827 1.03456 1.29567 0.920833 0.910979 0.704197 0.772705 0.678131 0.672176 0.639304
threshold=0.10752500000000002 0.27287000000000006 0.10045500000000002 -0.53964499999999982 -0.081749999999999975 -0.23438999999999996 0.149315 0.084145000000000011 0.25063000000000007 0.089095000000000021 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 0.15109000000000003 -0.13027499999999997 -0.010655 1.0000000180025095e-35 0.08926000000000002 0.12043500000000001 0.11839500000000001 0.080270000000000022 0.083090000000000011 0.084525000000000003 0.078435000000000019 -0.0037349999999999996 0.091475000000000015 -0.078724999999999976 0.086720000000000005 0.12170000000000002 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 -5 -4 7 15 -3 10 20 12 -12 14 -7 16 -6 -8 -17 -16 28 22 -22 27 -25 -23 -27 -24 29 -1
right_child=1 8 5 4 6 13 17 -9 -10 -11 11 -13 -14 -15 19 18 -18 -19 -20 -21 21 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0021049670161606823 0.0025596558354957803 0.000944271477203604 0.00050845821879435735 5.186978202220423e-05 0.0029682691760773926 0.0013034097258982835 0.0014349349700755959 0.00069966211216739428 -0.00020521020810979743 0.0011023510916481143 0.0022191067193971727 0.0016481798704381749 0.0035050947392253696 0.0006542687236501609 0.0020101582900893021 0.001824972031472325 0.0014937668408945702 0.00026823937001889359 0.00065868427057799977 0.0011594006164040505 0.00020836065724235919 0.0023641236136433407 0.0026922599164090648 2.6997795177139468e-06 0.001681722061719726 0.00098260357569353459 0.0021875287836718976 0.001773141525796185 0.0012318498345380252 0.0029527368893990857
leaf_weight=1197 26 260 20 22 34 84 39 30 24 31 35 29 41 20 376 84 20 30 21 34 21 181 33 20 28 33 46 238 31 33
leaf_count=1197 26 260 20 22 34 84 39 30 24 31 35 29 41 20 376 84 20 30 21 34 21 181 33 20 28 33 46 238 31 33
internal_value=0 0.00117153 0.00197943 0.00147261 0.00137167 0.00173779 0.00148421 0.00168739 0.000847132 0.00204404 0.00205889 0.00256357 0.00291286 0.00178562 0.00183143 0.00187375 0.00242216 0.000927676 0.00159171 0.00193961 0.00203041 0.00187221 0.00165403 0.0017492 0.000982129 0.00215753 0.00168421 0.00188506 0.00210569 0.00212771
internal_weight=0 590 2531 306 280 534 258 189 284 1997 1966 105 76 514 494 159 54 69 105 410 1861 600 340 319 48 260 79 271 1261 1230
internal_count=3121 590 2531 306 280 534 258 189 284 1997 1966 105 76 514 494 159 54 69 105 410 1861 600 340 319 48 260 79 271 1261 1230
is_linear=0
shrinkage=0.00600863


Tree=1766
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 4 2 2 0 12 3 4 47 4 11 47 1 3 4 3 1 16 49 1 16 151 48 1
split_gain=373.978 45.62 39.1289 23.2812 23.207 18.6159 13.7617 11.5313 11.393 9.5725 8.65244 7.72736 7.12354 6.16503 5.92356 5.66558 5.16758 4.59111 4.33061 4.05465 3.96107 7.11251 3.53614 3.30994 3.2597 3.11244 2.86748 3.24669 2.81539 2.63222
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.053180000000000012 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.079119999999999982 0.13597000000000004 -0.11171999999999999 -0.062539999999999984 0.077555000000000013 0.27834500000000006 1.0000000180025095e-35 0.091680000000000011 0.122715 -0.14847999999999997 -0.064054999999999987 0.092670000000000016 0.16175000000000003 -0.44310499999999992 -0.085174999999999987 0.11654500000000001 -0.090344999999999995 -0.059889999999999992 -0.035774999999999994 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 18 8 10 -5 29 -10 16 19 -1 -11 20 23 -4 24 -2 -12 -14 -22 -7 -8 -9 -15 28 -28 -26 -3
right_child=1 5 6 7 -6 22 15 17 9 13 11 -13 14 25 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.001637467740702067 0.0023950350682868829 0.00103099472611835 0.0026848777624785573 0.0025851241665354858 0.0010995773963074634 0.00044022124888122658 0.0026059035097921418 0.0019385942363422195 0.0020927221836636407 0.0019049273114851231 0.002838319562111293 0.0016244367793336136 0.0027240944017141041 0.0012261004395245094 0.0031077029031409431 0.001475726688640945 0.0031200749932296925 0.00204387904560207 0.001701013281978576 0.0024675609871563733 0.0024044609438634351 0.0014317016247230316 -0.00026434671210424259 0.0021920786899500772 0.0011961003886264497 0.00078636165187807622 0.0013781024882092265 0.00068299095963916096 0.0019875262841217486 0.00043308930722800958
leaf_weight=26 83 24 1190 28 74 90 66 21 28 21 82 24 56 79 32 21 69 31 29 503 98 22 21 154 22 75 36 29 21 66
leaf_count=26 83 24 1190 28 74 90 66 21 28 21 82 24 56 79 32 21 69 31 29 503 98 22 21 154 22 75 36 29 21 66
internal_value=0 0.00113783 0.0025047 0.00207495 0.00177143 0.000846127 0.00259069 0.00166981 0.0010504 0.00125339 0.00263555 0.00248426 0.00240045 0.0011191 0.00249582 0.00224299 0.00270873 0.00150963 0.00221533 0.00251953 0.00238457 0.00222612 0.000306925 0.00231623 0.00138125 0.00101194 0.00127288 0.00106798 0.00158261 0.000592531
internal_weight=0 590 2531 422 186 404 2109 188 293 203 1868 609 234 175 208 241 1259 160 112 585 176 120 111 220 129 154 108 65 43 90
internal_count=3121 590 2531 422 186 404 2109 188 293 203 1868 609 234 175 208 241 1259 160 112 585 176 120 111 220 129 154 108 65 43 90
is_linear=0
shrinkage=0.00154607


Tree=1767
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 45 2 4 14 0 1 4 15 150 160 48 2 4 3 4 3 16 15 0 4 43
split_gain=341.24 39.3951 38.2232 28.796 20.5237 13.754 12.4206 10.0136 9.51793 8.94737 8.08826 6.51489 6.44543 6.08576 6.03354 5.23286 4.98066 4.26303 6.03085 4.83676 3.85907 4.37759 5.13591 3.67027 3.50537 2.74935 2.56601 2.53199 2.46256 2.37476
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.088105000000000003 0.095330000000000012 -0.17966999999999997 0.40473500000000007 0.10783500000000001 0.14960000000000004 0.024790000000000003 0.076175000000000007 -0.23194499999999998 0.10124500000000002 0.40945500000000007 0.13592500000000005 0.091105000000000005 -0.078564999999999982 0.084670000000000009 0.098035000000000011 -0.040589999999999994 0.013900000000000001 0.033845000000000007 -0.14186499999999996 -0.12029499999999999 -0.41942499999999994 -0.10474999999999998 0.23246000000000003 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 13 29 12 -6 -7 10 15 16 23 -1 17 -5 24 18 -9 -20 21 -15 -23 27 -8 -25 -12 -4 -13 -3
right_child=1 3 6 9 7 8 11 14 -10 -11 26 28 -14 20 -16 -17 -18 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031186182526285588 0.0024338455194447403 0.0010291736048303015 0.002091546765487993 0.0012229783962161506 0.0025212818227898911 0.0022735311422309576 0.0028345665696715497 0.0013213089078654031 0.0012362619567857214 0.0016888463703529988 0.0006769916150765234 0.0021464663099019553 0.0031301177581577345 0.002770977973616944 0.001338604199174212 0.00069142907277249107 0.0017157551091111763 0.0012834832949227598 0.0025888692390216078 0.0017986243046277735 0.0020135501557563378 0.0025091508721680534 0.0016154962904804185 0.0024946084229939694 0.0024112425031285432 0.0020654021219625443 0.0001234040628469992 0.0026137384954230997 0.0016289692265147122 0.0013675932229793219
leaf_weight=22 52 78 20 60 31 57 47 21 28 21 27 89 47 53 85 114 20 22 35 31 62 39 21 107 356 45 52 1353 25 101
leaf_count=22 52 78 20 60 31 57 47 21 28 21 27 89 47 53 85 114 20 22 35 31 62 39 21 107 356 45 52 1353 25 101
internal_value=0 0.00122294 0.00245329 0.0011059 0.00205305 0.00144928 0.00253338 0.00175241 0.00193184 0.000775048 0.000699199 0.00234209 0.00259873 0.00239642 0.00162955 0.000874722 0.00242539 0.00185644 0.00200132 0.00221769 0.00230562 0.00246588 0.00219637 0.00258235 0.00246061 0.00236754 0.000312605 0.00260613 0.00203298 0.00122013
internal_weight=0 590 2531 538 422 264 2109 225 85 274 253 537 1572 197 194 174 423 109 87 66 175 113 60 1525 403 152 79 1373 114 179
internal_count=3121 590 2531 538 422 264 2109 225 85 274 253 537 1572 197 194 174 423 109 87 66 175 113 60 1525 403 152 79 1373 114 179
is_linear=0
shrinkage=0.00145689


Tree=1768
num_leaves=31
num_cat=0
split_feature=1 3 39 2 2 12 123 14 2 4 157 9 13 133 4 15 47 3 2 2 4 16 4 1 1 3 15 2 2 483
split_gain=10.2704 1.76963 1.33839 1.23905 1.22125 1.17393 0.958473 0.925462 1.17673 0.825035 0.735442 0.677325 0.674027 1.04477 0.666722 1.04549 0.662788 0.640774 0.594341 0.579874 0.698995 1.4041 1.18373 0.8152 0.668792 0.741751 0.648495 0.638357 0.636651 0.597401
threshold=0.10752500000000002 0.31534000000000006 0.087735000000000021 0.095545000000000005 0.11448000000000001 -0.42850999999999995 0.08592000000000001 0.076975000000000002 -0.13033999999999998 -0.036839999999999991 -0.48214999999999997 -1.0000000180025095e-35 -0.11122999999999998 -1.0000000180025095e-35 0.024790000000000003 -0.14147499999999996 0.078345000000000012 -0.15327499999999997 0.15950500000000004 0.15109000000000003 -0.015039999999999998 -0.07550999999999998 -0.036839999999999991 0.099400000000000002 0.083135000000000014 -0.097174999999999984 -0.11345499999999999 0.099185000000000009 0.10584500000000001 -0.059844999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 9 -3 10 8 -1 -2 -5 -10 -6 -14 -15 -16 -4 -13 -7 20 21 -12 24 26 25 -23 -22 -28 -25 -29
right_child=1 5 16 6 12 18 -8 -9 11 -11 19 17 13 14 15 -17 -18 -19 -20 -21 23 22 -24 28 -26 -27 27 29 -30 -31
leaf_value=0.0008797824620468801 0.0024190660073018216 0.0011291553012964441 0.00060005533924519623 0.0025778334378814358 0.00049910144883190334 0.00030929806520233063 0.00068923358300618741 0.0024949856323103763 0.00098748043223283307 0.0014931301908870265 0.0030194088933562413 0.00095991139819302644 0.00026802977386507969 0.0022410663511895869 0.0017737862506414833 0.00035134686595557688 0.0014279117031424844 0.0019206149002920757 -0.00082608557230388305 0.00077312737019488102 0.0022475262740994893 0.00063783224712939558 0.0026073015034182943 0.00026971778946302685 0.0019719441465502136 0.0015750466041405187 0.00095731270559995334 0.00087866960964019878 0.0013855108698535357 0.0017832818522959864
leaf_weight=33 34 35 129 25 48 35 29 72 23 141 27 20 24 26 38 24 35 1675 21 21 41 30 39 24 89 121 46 24 37 155
leaf_count=33 34 35 129 25 48 35 29 72 23 141 27 20 24 26 38 24 35 1675 21 21 41 30 39 24 89 121 46 24 37 155
internal_value=0 0.00104687 0.00117166 0.00182858 0.00136499 0.000362616 0.00163915 0.00190215 0.00187777 0.00167303 0.00167972 0.00189694 0.00102808 0.00125479 0.00152391 0.00122316 0.000776732 0.00190928 -0.000116471 0.00164539 0.00167432 0.00185761 0.00174517 0.00150281 0.00160508 0.00138885 0.00163038 0.00151793 0.00094651 0.00166199
internal_weight=0 590 499 2531 335 91 708 1823 1751 175 679 1718 160 112 88 62 164 1695 56 654 633 306 279 327 240 151 266 225 61 179
internal_count=3121 590 499 2531 335 91 708 1823 1751 175 679 1718 160 112 88 62 164 1695 56 654 633 306 279 327 240 151 266 225 61 179
is_linear=0
shrinkage=0.00533549


Tree=1769
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 12 4 4 2 2 52 11 0 12 39 52 2 3 50 47 2 0 14 11 16 13 0 16
split_gain=290.635 35.8656 29.8128 18.6801 16.9911 15.0609 11.6902 11.5662 8.90882 7.69615 7.12755 6.1252 5.50987 4.95621 4.44837 5.70785 4.42922 3.95561 5.64408 6.05212 3.88673 3.83315 3.63774 3.62197 3.26897 3.2219 3.05493 2.57344 2.50148 2.38438
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.090285000000000018 -0.16363499999999997 0.033845000000000007 0.11177500000000001 0.11389000000000002 0.048770000000000008 1.0000000180025095e-35 -0.097024999999999986 0.13597000000000004 0.096625000000000016 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 0.11266000000000001 0.077555000000000013 0.11411 -0.11242999999999999 0.062655000000000016 0.080150000000000013 0.10994000000000002 -0.47860499999999995 -0.081894999999999982 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 22 6 16 13 -5 14 -8 21 27 23 -9 29 28 18 19 -10 -12 24 -2 -4 26 -15 -1 -7 -3 -16
right_child=1 5 7 8 -6 12 10 9 17 -11 20 -13 -14 25 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024881024195906216 0.0026441588983673161 0.0010907256314298594 0.0024208630509691019 0.0028000376125415687 0.0015378465502455235 0.00070874122482299901 0.002347835687584534 0.0033291198522744573 0.001717869259784252 0.0024264627604799996 0.0014239218163361231 0.001903019237622323 0.001225110449971988 0.0036811691105294248 0.0029059550597814966 0.0020281470150271242 0.00083043904168619289 0.0024791319986792711 0.0013833524582417985 0.0026303659385763316 0.0021765813611347227 0.00327109511270917 0.0019020902201149624 0.0029516633077255666 0.0032870666534758853 0.0030590491973821509 0.0030006598299230393 3.0069960175895372e-05 0.0015941578962107991 0.0027220716016220178
leaf_weight=121 92 45 33 31 74 33 39 37 51 171 91 22 34 37 289 25 63 23 55 28 21 33 20 1024 20 47 38 24 54 446
leaf_count=121 92 45 33 31 74 33 39 37 51 171 91 22 34 37 289 25 63 23 55 28 21 33 20 1024 20 47 38 24 54 446
internal_value=0 0.00155119 0.00278026 0.00239765 0.00212422 0.00128737 0.00145155 0.00285682 0.00202748 0.00273003 0.00176722 0.00269504 0.00072268 0.00296439 0.00279516 0.00276917 0.00115731 0.00187494 0.00177124 0.00204129 0.00156505 0.00277723 0.00251165 0.00293509 0.00268618 0.00333308 0.0026106 0.000422985 0.00136533 0.00279437
internal_weight=0 590 2531 422 186 404 313 2109 188 968 151 234 91 1141 797 760 162 157 134 79 112 212 112 1057 179 84 159 57 99 735
internal_count=3121 590 2531 422 186 404 313 2109 188 968 151 234 91 1141 797 760 162 157 134 79 112 212 112 1057 179 84 159 57 99 735
is_linear=0
shrinkage=0.00157699


Tree=1770
num_leaves=31
num_cat=0
split_feature=1 1 4 52 3 4 2 2 3 3 15 1 43 13 376 3 52 11 3 13 1 2 475 475 49 475 15 475 480 50
split_gain=9.78787 1.66809 1.20464 1.21024 1.1496 1.06934 1.13132 0.945723 0.859474 2.67501 0.913604 0.673419 0.661307 1.02096 0.689514 0.662366 0.652748 0.650795 0.586224 0.637626 0.580139 1.13655 0.774856 1.30449 0.736651 0.771001 0.959873 0.916961 0.717871 0.74787
threshold=0.10752500000000002 0.13707500000000003 0.24564500000000003 0.039215000000000007 -0.028564999999999997 0.42642000000000008 0.12043500000000001 0.092365000000000017 -0.14186499999999996 -0.10217499999999997 0.040760000000000005 0.16773500000000005 -0.072864999999999985 -0.01163 0.083705000000000016 0.30112000000000005 0.056145000000000007 0.084110000000000004 -0.074084999999999998 -0.085804999999999979 0.091785000000000019 -0.0091949999999999983 -0.088274999999999978 -0.10344499999999998 0.11560500000000001 -0.084169999999999981 -0.020484999999999996 -0.08323499999999999 -0.085809999999999984 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 5 6 17 20 10 -10 -9 16 13 14 -6 -14 -3 -2 19 -11 22 -22 23 -1 25 26 -24 -27 -29 -30
right_child=1 11 3 -5 12 -7 -8 8 9 18 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 27 -28 28 29 -31
leaf_value=0.0021640481393643716 0.0018232012862022891 0.0004876539050727612 0.00081388070755149136 0.001961779062574671 0.00050407836750586128 0.00077597730818857672 0.00083355255941396057 0.0019376231252084325 0.00010630225065674913 0.0027093012332580469 0.0032519681494283022 -0.00029904928087695691 0.0014728147404542244 -0.00032907118651022009 0.0017413428682701967 0.00070111935873026917 0.0013255047272015905 0.0028628124073250437 0.0015781969172650122 0.0018276665778392065 0.0007917215474568817 0.0018639662148821003 0.003453974945946848 0.00034918720317829525 0.0011628314322951932 0.00092983643398329534 0.0021958793154119843 0.0029205760617798046 0.0020236380645712163 0.00094082637353391167
leaf_weight=26 96 101 67 49 35 42 31 88 33 28 20 23 97 26 23 53 40 23 364 260 36 198 25 23 30 24 74 27 1139 20
leaf_count=26 96 101 67 49 35 42 31 88 33 28 20 23 97 26 23 53 40 23 364 260 36 198 25 23 30 24 74 27 1139 20
internal_value=0 0.00105739 0.00185134 0.00129877 0.00124052 0.00155887 0.00177808 0.00187788 0.00172078 0.00164821 0.00218102 0.000581677 0.000979317 0.000584974 0.000994718 0.00120015 0.000725342 0.00202413 0.00172625 0.00191338 0.00195469 0.00169901 0.00199779 0.00131217 0.00202288 0.00204259 0.00251358 0.00200406 0.0020258 0.00200495
internal_weight=0 590 2531 116 426 192 150 2415 793 685 108 164 234 84 58 150 141 119 652 288 1622 234 1388 49 1339 1309 99 1210 1186 1159
internal_count=3121 590 2531 116 426 192 150 2415 793 685 108 164 234 84 58 150 141 119 652 288 1622 234 1388 49 1339 1309 99 1210 1186 1159
is_linear=0
shrinkage=0.00555105


Tree=1771
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 4 2 2 0 52 2 3 47 4 12 4 3 49 2 11 39 14 1 1 15 1 3
split_gain=311.388 39.8573 33.5289 19.3029 18.2838 14.2419 11.1641 11.0291 10.4184 10.0718 7.4148 6.76784 5.51552 5.4982 5.86025 5.36866 5.29949 4.75442 3.86124 4.42 3.8375 3.5936 3.06551 3.02075 3.04802 3.00931 2.90853 2.37966 2.37163 2.33053
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.092365000000000017 -0.16363499999999997 0.10803500000000001 0.11389000000000002 -0.14920999999999998 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 0.077555000000000013 0.0082450000000000006 0.11734000000000001 -0.059649999999999988 0.090900000000000009 -0.012034999999999999 0.31358000000000003 1.0000000180025095e-35 0.096625000000000016 -1.0000000180025095e-35 0.083345000000000016 0.12958500000000003 0.024640000000000006 0.12000500000000001 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 20 6 28 11 -5 26 15 -4 13 14 -10 18 -13 22 -1 -20 -2 -7 29 24 -11 -18 -8 -24 -3 -9
right_child=1 5 7 8 -6 21 9 17 12 23 -12 16 -14 -15 -16 -17 25 -19 19 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024617057317396092 0.001577104828346679 0.0011473793701393547 0.0029903896532180872 0.0023684216434164446 0.001255708379722973 0.0007585940720236747 0.0022570599058278832 0.0018775791251708013 0.0013855872122683266 0.0016548368387024012 0.0015080096394099408 0.0024614530445748704 0.0021283032587269997 0.0011085153307588051 0.0021369229361973691 0.0028018995635975788 0.0023683773676960807 0.0019380520574149326 0.0022120480291767035 0.0015791401118779884 0.0022148548851274241 0.00020520405384225851 0.0023981341518041323 0.0008147653394114903 0.0011763589532587224 0.0018960703005058803 0.001561777494201581 0.0029126471955796675 0.00066299161790722813 0.0022699369019381493
leaf_weight=71 20 24 40 31 74 84 22 28 51 30 22 1329 23 55 28 33 48 76 83 25 92 27 72 29 102 46 20 20 66 450
leaf_count=71 20 24 40 31 74 84 22 28 51 30 22 1329 23 55 28 33 48 76 83 25 92 27 72 29 102 46 20 20 66 450
internal_value=0 0.00125922 0.00232374 0.00198421 0.00176468 0.00102651 0.001179 0.00239167 0.00166936 0.00135051 0.00223717 0.00245508 0.00153133 0.00142886 0.00165188 0.00231284 0.00244004 0.00224807 0.00222268 0.00206554 0.00210097 0.000623986 0.00228941 0.00120038 0.0012851 0.00213725 0.00192597 0.00250998 0.000792162 0.00224695
internal_weight=0 590 2531 422 186 404 293 2109 188 203 234 1463 157 134 79 212 1423 646 179 108 112 111 570 161 132 94 42 92 90 478
internal_count=3121 590 2531 422 186 404 293 2109 188 203 234 1463 157 134 79 212 1423 646 179 108 112 111 570 161 132 94 42 92 90 478
is_linear=0
shrinkage=0.00131955


Tree=1772
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 4 2 2 1 2 4 2 49 14 11 1 457 1 1 15 1 40 4 1 4 50 475 2 2 11
split_gain=336.638 55.584 27.1348 27.0724 19.9411 17.2644 13.8534 11.4899 10.7789 10.1064 9.50604 7.98476 5.36917 5.01552 4.7558 4.13565 3.94956 5.13997 3.86628 3.51647 3.30042 3.22823 3.01982 2.59148 2.43691 2.32855 2.2891 2.28422 2.18767 2.1296
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.36766000000000004 0.091265000000000013 -1.0000000180025095e-35 0.09253500000000002 1.0000000180025095e-35 -0.17966999999999997 0.13754500000000003 -0.054984999999999992 0.062655000000000016 1.0000000180025095e-35 0.13436000000000001 0.080930000000000016 0.084525000000000003 0.16175000000000003 -0.086849999999999997 0.086920000000000011 -0.077714999999999992 0.0067750000000000006 0.13075500000000004 0.024790000000000003 0.041865000000000006 -0.088274999999999978 0.085730000000000015 0.11411 0.082485000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 8 7 6 13 21 19 -9 -11 14 -2 20 16 -12 24 -18 25 -1 26 -3 27 28 -8 -6 -5 -22 -4 -16
right_child=1 4 23 5 18 -7 11 9 -10 10 15 -13 -14 -15 29 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033251327112506081 0.0022035244670983202 0.0014955668742379098 0.0023759492957087314 0.0029550185282200734 0.00080261944202373767 0.0018426219821317744 0.0031758948401584353 0.0028209955475517853 0.0019804603709544784 0.0028811971499018273 0.0017126066685279509 0.002292428304795752 0.0031212381818513171 0.0038447157739272307 0.0039904631650189617 0.00090923964720582111 0.0031678666297791994 0.0019195944759546777 0.0001466342280715366 0.0025793975343956642 0.0033013638704289011 0.00085644662334362289 0.0027594649669525949 0.0012459209182530953 0.0029353810165213389 0.0014278873771620959 0.0034144925595326727 0.0027659224538665482 0.001678915497856227 0.0033478097625141553
leaf_weight=36 23 46 21 34 65 26 452 30 69 20 166 37 121 64 22 22 20 20 21 41 340 50 40 24 178 25 989 26 39 54
leaf_count=36 23 46 21 34 65 26 452 30 69 20 166 37 121 64 22 22 20 20 21 41 340 50 40 24 178 25 989 26 39 54
internal_value=0 0.00181685 0.0025159 0.00320727 0.00145869 0.00325338 0.00326949 0.00167116 0.00248022 0.00187626 0.00174 0.00308192 0.00297466 0.00336786 0.00312108 0.0016186 0.00307426 0.00254373 0.00081934 0.00292805 0.00334651 0.00116269 0.00321369 0.00172946 0.00310794 0.000976305 0.00339922 0.00326333 0.00192288 0.00353384
internal_weight=0 673 228 2448 445 2302 2276 334 146 238 208 783 144 1493 746 188 670 40 111 77 1429 96 406 84 630 90 1023 366 60 76
internal_count=3121 673 228 2448 445 2302 2276 334 146 238 208 783 144 1493 746 188 670 40 111 77 1429 96 406 84 630 90 1023 366 60 76
is_linear=0
shrinkage=0.00174112


Tree=1773
num_leaves=31
num_cat=0
split_feature=1 4 2 2 31 13 2 44 1 16 2 2 52 0 1 2 2 2 3 13 149 1 4 16 160 151 52 2 13 48
split_gain=11.1276 1.9224 1.30288 1.05221 0.983018 0.942092 0.875331 0.84431 0.930077 1.53907 0.942221 0.816692 0.783771 0.940286 1.25444 1.10846 1.54613 0.674002 0.661151 0.85257 0.659628 0.637302 0.620812 0.943507 0.615547 0.705615 0.584307 1.38427 0.728454 0.649067
threshold=0.10752500000000002 0.27287000000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 -0.23438999999999996 0.25063000000000007 1.0000000180025095e-35 0.089625000000000024 -0.18708499999999997 -0.0091949999999999983 0.10855000000000002 -0.56176499999999996 -0.026509999999999995 0.098420000000000021 0.11585500000000001 0.10559 0.09358000000000001 -0.13309499999999996 1.0000000180025095e-35 0.075040000000000009 0.11910500000000002 -0.15464999999999998 -0.06421499999999998 -0.40698999999999991 -0.0062849999999999989 0.11434500000000002 0.083865000000000009 -0.15416999999999995 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 -4 18 8 20 -10 -11 -6 -7 14 24 16 -15 -12 -3 21 26 -20 -13 -24 -14 -26 28 -28 -1 -29
right_child=1 6 5 -5 11 12 -8 -9 9 10 17 22 13 15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.0030962686073716062 0.00060568952456462001 0.0014945661929609663 0.00055628842822703559 0.000713054153552594 0.0020924824192144506 0.0026976502399040391 -0.00025472195253112729 0.0033424882461776297 0.00035448453253609261 0.0011051755709812581 0.0021448310930890441 0.0021899653104028266 0.0029183563817940508 0.00039592704492912641 0.0012500771261912736 0.0003008900044693556 0.0024288433300640845 0.0011890348885372336 0.0014819180993988661 -0.00032846669120358457 0.0032263778776362617 0.00069162853999697781 0.0017821568326732077 0.00047788158512437353 0.0029699374282584931 0.0019146126875216811 0.00040411257552873327 0.0021727862529440879 0.0021969473998354875 0.0010439064216849622
leaf_weight=32 28 55 20 50 126 36 24 20 22 40 299 25 28 20 78 29 37 28 48 22 21 135 38 39 24 262 20 152 1343 20
leaf_count=32 28 55 20 50 126 36 24 20 22 40 299 25 28 20 78 29 37 28 48 22 21 135 38 39 24 262 20 152 1343 20
internal_value=0 0.00117074 0.0020691 0.00149468 0.00164735 0.00181064 0.000821702 0.00213821 0.00212603 0.00186787 0.0019586 0.00177527 0.00185944 0.00179632 0.00191869 0.00123851 0.00171554 0.00206299 0.000921065 0.000767198 0.00218927 0.000898918 0.00138342 0.00112155 0.00208478 0.00200317 0.00217537 0.00187096 0.00221788 0.00204152
internal_weight=0 590 2531 306 256 534 284 1997 1977 389 367 228 514 478 392 86 57 327 260 205 1588 183 102 77 314 286 1567 192 1375 172
internal_count=3121 590 2531 306 256 534 284 1997 1977 389 367 228 514 478 392 86 57 327 260 205 1588 183 102 77 314 286 1567 192 1375 172
is_linear=0
shrinkage=0.00589082


Tree=1774
num_leaves=31
num_cat=0
split_feature=1 3 44 12 15 2 30 3 4 151 2 1 475 4 43 132 3 376 40 4 0 157 1452 3 3 42 42 13 4 15
split_gain=9.01332 1.58901 1.1782 1.51954 1.26705 1.16594 1.98276 1.16342 0.950621 0.920607 1.03601 1.16237 1.20493 0.958715 1.02679 0.893385 0.878398 0.837965 0.779284 0.755755 0.64967 0.721015 0.665562 0.838041 0.663007 0.627197 0.704872 0.76267 0.82281 0.98264
threshold=0.10752500000000002 0.31370500000000007 0.081805000000000017 0.078300000000000008 0.050935000000000008 0.11448000000000001 0.085875000000000021 0.11924500000000002 -0.043364999999999994 0.050660000000000004 0.11585500000000001 0.095950000000000021 -0.068264999999999978 -0.015624999999999998 -0.080554999999999974 0.10613500000000002 0.42240500000000009 0.080200000000000007 -0.0036699999999999992 0.053925000000000008 -0.079119999999999982 -0.23976499999999998 0.091225000000000014 -0.064674999999999983 -0.045649999999999989 0.10755000000000002 -0.019989999999999997 -1.0000000180025095e-35 0.024790000000000003 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 6 8 9 -2 10 11 12 -1 -13 -15 16 -3 18 -10 20 21 -5 23 -23 -22 26 -7 -28 -29 -30
right_child=1 15 -4 19 -6 25 -8 -9 17 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00073356075812206585 0.0024682921494268827 0.00039510393225560101 0.002648885909013536 0.00093693207941898367 0.0021768743665369185 2.7628920904075673e-05 0.00039573863827188275 0.00010959611688257344 0.0024522678781331401 0.00031024457637481527 0.00034796257304635158 0.0017065002189715849 0.0018300460840581919 0.0012140614312439822 -0.00015387933380266096 0.0011557143102491373 -0.00083781825816483472 0.00039203336664884173 0.0013690990061908481 0.0013888342812855032 0.0015929552074468402 0.0017508060288314036 0.002712005599413354 0.0027842936949634906 0.00064351140580846174 0.00025436527587281753 0.00068836971125181817 0.0022871991249211513 0.0016316056461324782 0.00028432561937157534
leaf_weight=31 24 55 29 27 41 21 53 23 20 23 24 30 176 31 27 26 21 20 138 232 589 1187 20 21 20 48 85 20 35 24
leaf_count=31 24 55 29 27 41 21 53 23 20 23 24 30 176 31 27 26 21 20 138 232 589 1187 20 21 20 48 85 20 35 24
internal_value=0 0.00091728 0.00162115 0.00160924 0.00132208 0.00103895 0.00127857 0.00122606 0.0015102 0.00130114 0.00137259 0.00145595 0.00166584 0.000962229 0.000577261 0.000335148 5.44281e-05 0.00138102 0.00150621 0.00166486 0.00169921 0.00176591 0.00178413 0.00176877 0.00156177 0.000776717 0.000912247 0.00102552 0.00138828 0.00108356
internal_weight=0 590 2531 2502 406 488 255 365 202 342 319 295 207 88 58 102 76 178 158 2096 1864 1255 1228 1208 609 233 185 164 79 59
internal_count=3121 590 2531 2502 406 488 255 365 202 342 319 295 207 88 58 102 76 178 158 2096 1864 1255 1228 1208 609 233 185 164 79 59
is_linear=0
shrinkage=0.00512831


Tree=1775
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 2 4 3 47 12 157 13 1 4 3 52 2 3 47 4 148 2 1 41 3 1 16
split_gain=241.884 29.4136 25.7901 20.2781 14.9217 10.6761 9.51527 8.86209 8.48171 7.09335 5.85563 4.47034 4.08235 3.61431 4.59746 3.46554 3.38027 6.15066 3.29488 4.49138 5.25979 3.24469 3.23484 2.80918 2.75671 3.23541 3.11234 2.62634 2.50809 2.47875
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.090455000000000021 0.13075500000000004 -0.16363499999999997 0.14285500000000004 0.033845000000000007 -0.11171999999999999 0.077555000000000013 0.13597000000000004 -0.071119999999999989 -0.00096999999999999983 0.16540500000000002 -0.046564999999999988 0.092670000000000016 1.0000000180025095e-35 0.10402500000000002 -0.0043399999999999992 0.078345000000000012 0.024790000000000003 -0.043434999999999994 0.087625000000000022 0.089875000000000024 0.075585000000000013 -0.13309499999999996 0.12082500000000002 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 24 23 -6 13 12 -1 16 29 -5 21 -8 -12 -18 19 20 -9 -15 -16 -3 26 -26 -4 -11 -2 -7
right_child=1 6 5 8 7 9 15 18 -10 27 11 -13 -14 14 22 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014301049578695165 0.0020445636663704646 0.00067842436508384928 0.0022661363001789743 0.00081475905896956022 0.0021660149752561067 0.0022192163475808365 0.00070549430073427665 0.0012511681097709198 0.00068253170307322713 0.0013573699371846066 0.0022726635726399162 0.0025479871956584554 0.0016188919106623274 0.0010438631954584794 0.0020448642619398829 0.00012777227706956299 0.0020278338932505774 0.001254296653977681 0.0018553776247590813 0.0010207289398625528 0.0019500597807355728 0.0015759689817066522 0.0013632200155969483 0.0011945662651664754 0.002179365115081963 0.0016585432362069689 0.0026397816469804132 0.0018666267458286973 0.0016062023561603884 0.0020632114164018862
leaf_weight=26 73 22 729 20 31 289 130 50 44 20 58 32 29 56 27 21 96 22 23 54 30 31 22 111 371 22 41 149 33 459
leaf_count=26 73 22 729 20 31 289 130 50 44 20 58 32 29 56 27 21 96 22 23 54 30 31 22 111 371 22 41 149 33 459
internal_value=0 0.00115766 0.00209588 0.0014415 0.0017981 0.00215546 0.00085183 0.00152128 0.0011942 0.00205136 0.00202051 0.00209431 0.00210465 0.00133852 0.00141554 0.000625149 0.00201182 0.00188362 0.00139397 0.00131477 0.00151325 0.00123346 0.00173882 0.00110919 0.00224013 0.00215021 0.00228603 0.00180636 0.00190809 0.00212349
internal_weight=0 590 2531 306 422 2109 284 188 200 946 234 208 777 156 136 151 176 118 157 134 80 87 49 133 1163 393 770 169 106 748
internal_count=3121 590 2531 306 422 2109 284 188 200 946 234 208 777 156 136 151 176 118 157 134 80 87 49 133 1163 393 770 169 106 748
is_linear=0
shrinkage=0.00131955


Tree=1776
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 42 2 2 4 14 457 1 1 0 49 4 2 1 40 1 0 159 0 4 52 12 15 12
split_gain=279.405 46.2348 24.2519 21.7317 14.7909 14.5399 10.1076 9.5215 8.06341 7.86859 8.86441 5.91121 4.84599 8.46386 4.55306 6.24164 4.40947 3.7331 3.37137 2.97542 2.86306 2.86212 2.85049 3.00273 2.73406 2.66905 2.54386 3.20323 2.39475 2.17261
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 -0.0060199999999999993 0.14122000000000004 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.080930000000000016 0.084525000000000003 0.085605000000000014 -0.097274999999999986 -0.054984999999999992 0.053180000000000012 0.31358000000000003 0.13436000000000001 -0.077714999999999992 0.13075500000000004 0.18019500000000002 0.030370000000000005 -0.072894999999999988 0.0082450000000000006 1.0000000180025095e-35 0.086915000000000006 -0.097454999999999986 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 16 6 11 20 -1 12 -8 -11 14 17 -14 -4 28 -2 22 -6 -12 -3 -5 23 -7 -25 -17 27 -19 -16 -29
right_child=1 4 5 21 18 8 9 -9 -10 10 19 -13 13 -15 15 25 -18 26 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0022173175483845586 0.0016124081101302689 0.0010948680494388447 0.0024915789060867694 0.001445042858892649 0.00078091677224824722 0.0023181615921748959 0.0020326941956059436 0.0013660080026756275 0.0016373038434353 0.0019991851594014041 0.0012346857696366028 0.0028786366855468848 0.0024204167918794976 0.001412873484366247 0.002158468085630404 0.0024069797030126018 0.0022681677644518132 0.0014841255358923433 0.00022325624693016196 0.00069579965214169111 0.0006202830972091509 0.00088408610724462558 0.0018273160541048617 0.0028837629090636033 0.0023652821512333781 0.0019041679368423385 0.002298618667526957 0.0024664129201168472 0.0015688009661498899 0.0019682454692552562
leaf_weight=40 23 46 891 60 84 548 30 65 41 28 158 59 30 33 27 379 121 20 27 22 50 24 20 36 41 21 84 22 25 66
leaf_count=40 23 46 891 60 84 548 30 65 41 28 158 59 30 33 27 379 121 20 27 22 50 24 20 36 41 21 84 22 25 66
internal_value=0 0.001337 0.0023358 0.00183971 0.00107944 0.00236473 0.00122372 0.00169032 0.00223272 0.0013754 0.0012806 0.00245333 0.00225984 0.00189266 0.00243465 0.00232241 0.00216343 0.00228748 0.00064527 0.00116882 0.000847688 0.00128477 0.00233751 0.00235383 0.00260769 0.00238058 0.00211944 0.00198007 0.00187497 0.00209279
internal_weight=0 673 2448 228 445 2343 334 105 941 238 208 1402 900 63 1343 452 144 837 111 180 96 84 645 625 77 400 192 108 52 88
internal_count=3121 673 2448 228 445 2343 334 105 941 238 208 1402 900 63 1343 452 144 837 111 180 96 84 645 625 77 400 192 108 52 88
is_linear=0
shrinkage=0.00137286


Tree=1777
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 14 3 132 4 1 1 0 3 1 15 1 157 42 52 160 12 13 15 13 51
split_gain=245.481 41.3659 27.3004 20.0511 14.7934 12.0464 8.83607 7.75294 7.56636 6.79106 4.80447 4.32421 4.73259 3.72789 6.36861 3.45927 3.78645 3.1388 4.37856 3.0559 2.96005 2.94626 2.85183 2.54457 2.84588 2.40072 2.37612 2.31426 2.27752 2.27147
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.13082500000000002 0.27834500000000006 0.14960000000000004 0.09253500000000002 0.062655000000000016 0.30112000000000005 0.10365500000000001 -0.014149999999999998 0.093100000000000002 0.085760000000000017 -0.095504999999999993 0.076840000000000006 0.13146500000000003 -0.41942499999999994 0.13927000000000003 -0.0066899999999999989 -0.11051499999999999 -0.024714999999999997 -1.0000000180025095e-35 0.096475000000000019 0.049530000000000012 -0.097454999999999986 -0.10278499999999999 -0.079189999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 10 11 25 13 -5 15 17 19 21 -15 -1 27 18 -4 -13 -21 -7 -23 29 -25 -6 -18 -17 -24 -3
right_child=1 2 6 9 7 8 -8 -9 -10 -11 -12 12 -14 14 -16 16 26 -19 -20 20 -22 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.002737294045297785 0.002611131217102965 0.00082774091606022712 0.0014871453735964743 0.002433329109158615 0.0028432746363304773 0.0028667260349024928 0.0017282137032077543 0.0015371864613623948 0.0016302518796932209 0.0015537923365712607 0.0031406539306296911 0.00087681650005872814 0.0011790033104798628 0.0024397429380861053 0.0016975852782172805 0.0025127846658211678 0.0026661359547167588 0.0015698897459286815 0.00079942754241825909 0.00055084013236640129 -0.00030714089785699184 0.0030607286316716091 0.0020832207625417409 0.0019704364063105329 0.0014531395760469651 0.0022437606652128857 0.0022601721812318836 0.0018880432824817377 0.0025360712536821911 0.0013955901621468666
leaf_weight=896 76 22 30 34 26 79 37 33 26 61 59 20 26 397 31 29 346 25 99 20 20 24 30 38 87 46 40 30 348 86
leaf_count=896 76 22 30 34 26 79 37 33 26 61 59 20 26 397 31 29 346 25 99 20 20 24 30 38 87 46 40 30 348 86
internal_value=0 0.00151354 0.0013779 0.00257876 0.00167869 0.00260766 0.00101088 0.00217015 0.00246906 0.00186857 0.00270023 0.000900289 0.000617028 0.00249305 0.00238599 0.00268085 0.0025672 0.00105847 0.000959362 0.000373505 0.00012185 0.00258831 0.0025336 0.00145721 0.0016104 0.00246025 0.00262407 0.00219512 0.00250013 0.00127992
internal_weight=0 691 615 2430 338 2335 277 105 935 95 1400 240 86 909 428 1341 445 154 129 60 40 481 402 233 125 72 386 59 378 108
internal_count=3121 691 615 2430 338 2335 277 105 935 95 1400 240 86 909 428 1341 445 154 129 60 40 481 402 233 125 72 386 59 378 108
is_linear=0
shrinkage=0.00157699


Tree=1778
num_leaves=31
num_cat=0
split_feature=1 4 39 3 4 2 1 14 2 42 2 47 4 12 52 2 1 1 1 1 15 1447 148 4 52 16 12 47 52 4
split_gain=262.899 32.1436 29.263 22.1828 19.5806 13.7265 12.6194 9.09881 8.29167 8.15908 5.92704 4.38512 3.86398 4.62017 5.37477 3.71004 3.9597 3.5128 3.33004 3.21686 3.09642 2.56449 2.33979 2.23543 2.18501 1.92268 1.71426 1.67845 1.54495 1.81549
threshold=0.10752500000000002 0.27287000000000006 0.056590000000000008 -0.063814999999999997 0.36766000000000004 0.10188000000000001 0.13075500000000004 0.076175000000000007 0.14285500000000004 -0.044809999999999996 0.13754500000000003 0.10019500000000002 -0.42529999999999996 0.087385000000000004 -0.014264999999999998 0.089775000000000008 0.088975000000000012 0.16540500000000002 0.09253500000000002 0.091195000000000012 0.013270000000000002 -0.082869999999999985 -0.043434999999999994 0.061775000000000004 -0.53964499999999982 -0.0094449999999999968 0.095780000000000018 0.07813500000000001 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 5 7 22 15 11 -4 12 20 -7 14 -14 19 21 -8 -11 28 25 -17 -3 -13 -2 -5 -15 -10 29 -1
right_child=1 6 9 8 -6 10 17 -9 27 18 -12 23 13 26 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025989805356636153 0.0022768559196866419 0.00075589153676088343 0.0020398244023487047 0.0012155210235921146 0.0012931117290766975 0.0022558156136424281 0.0006741215152722594 0.0026436921855471193 0.00047486732354714493 0.0017523284265437847 0.0014631888028141882 0.0019702484403253508 0.0010990084739859022 0.0021698857563636439 0.00196782668258518 0.0025066122814169866 0.0017117729797679769 0.00010387843453075087 0.0012388801550262377 0.002097435443433261 0.0015065857349135206 0.0021160497757510364 0.0012177059384375416 0.0014099371741214039 0.0018330492953133918 0.00078448626110513614 0.0019339176387675756 0.00098230888135156865 0.0019712864317340743 0.002265184719599148
leaf_weight=28 24 22 44 43 43 81 130 81 24 29 37 22 22 76 26 30 39 21 78 229 36 453 111 26 82 29 160 20 29 1046
leaf_count=28 24 22 44 43 43 81 130 81 24 29 37 22 22 76 26 30 39 21 78 229 36 453 111 26 82 29 160 20 29 1046
internal_value=0 0.00116418 0.00212313 0.00145508 0.00215817 0.00217409 0.000850747 0.00221928 0.00120151 0.00157088 0.00195656 0.0013414 0.00200658 0.00193549 0.00156962 0.00220074 0.00210829 0.000594816 0.00137804 0.00223696 0.0011968 0.00214031 0.00114132 0.00166675 0.00193353 0.00104191 0.00200991 0.000705523 0.00226593 0.00227389
internal_weight=0 590 2531 306 2380 2337 284 1935 200 151 402 156 365 284 48 1854 522 151 107 1332 108 483 133 48 106 72 236 44 1103 1074
internal_count=3121 590 2531 306 2380 2337 284 1935 200 151 402 156 365 284 48 1854 522 151 107 1332 108 483 133 48 106 72 236 44 1103 1074
is_linear=0
shrinkage=0.00129368


Tree=1779
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 4 2 47 14 47 2 12 4 43 3 2 47 4 3 2 3 12 3 12 0 40 158 16 15
split_gain=365.914 43.5024 40.785 34.9782 21.9963 15.2717 13.7504 12.4576 12.0513 9.84678 6.43847 5.53371 5.13639 4.93039 4.7637 5.53075 4.7762 4.59939 3.89451 4.65304 3.87219 3.81006 3.50007 3.45189 3.41042 3.29727 3.22885 2.83854 2.6616 2.30925
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 -0.16363499999999997 0.10045500000000002 0.13082500000000002 0.076975000000000002 0.077555000000000013 0.11389000000000002 0.13597000000000004 0.033845000000000007 -0.025214999999999998 0.30112000000000005 0.11177500000000001 0.091680000000000011 -0.059649999999999988 0.090900000000000009 0.17025000000000004 -0.23446499999999998 0.093965000000000007 -0.10217499999999997 0.087765000000000024 -0.18113999999999997 -0.078554999999999986 0.085030000000000008 -0.013024999999999998 -0.069954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 22 -6 9 20 13 11 18 21 24 -2 16 -16 25 -1 28 -3 -9 -5 -23 -4 -8 -27 -15 -20 -18
right_child=1 8 7 5 6 -7 17 12 -10 -11 -12 -13 -14 27 15 -17 29 -19 19 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027181671486775543 0.00093497704518441418 0.0006336019999042639 0.0028075234913487687 0.0029501314166836862 0.0026890626042977302 0.0012660082181010378 0.0018424484863603461 0.0028513424421951852 0.0015613058087068266 0.0033553001108097354 0.0030697894971854073 0.0015794312411255196 0.0018087855215736714 0.002296154227378965 0.0021776772839225914 0.00092819497085558952 0.0015576571128630592 0.0020957943658744846 0.0022198278169394551 0.0016672747739054691 0.0001215020030064062 0.0019002578939521226 0.002279763048240133 0.0024543499199357137 0.0026614487012737316 0.0014755076551201151 0.00085209389207638732 0.0028291756057450437 0.0027961163182457791 0.00093424509476092371
leaf_weight=71 109 120 690 24 31 36 34 52 29 57 35 20 31 104 24 46 49 31 53 25 50 30 83 258 856 63 29 31 30 20
leaf_count=71 109 120 690 24 31 36 34 52 29 57 35 20 31 104 24 46 49 31 53 25 50 30 83 258 856 63 29 31 30 20
internal_value=0 0.00122859 0.00258064 0.00152809 0.00214189 0.00213706 0.00174809 0.00266843 0.000640127 0.00272333 0.00245828 0.00235073 0.00241125 0.0027019 0.00117695 0.0013667 0.0015836 0.0015623 0.00243691 0.002252 0.000482984 0.00246618 0.00243013 0.00239663 0.00272664 0.00143104 0.001279 0.00241855 0.00242812 0.00137696
internal_weight=0 590 2531 391 422 143 188 2109 199 1738 234 199 371 1681 248 139 93 157 179 108 170 340 107 288 1546 126 92 135 83 69
internal_count=3121 590 2531 391 422 143 188 2109 199 1738 234 199 371 1681 248 139 93 157 179 108 170 340 107 288 1546 126 92 135 83 69
is_linear=0
shrinkage=0.00154607


Tree=1780
num_leaves=31
num_cat=0
split_feature=1 1 124 12 2 4 129 2 1427 12 48 42 43 42 481 133 48 151 4 0 42 1 3 447 159 483 1 0 43 2
split_gain=14.923 2.27572 1.70865 1.63679 1.24495 1.23188 0.908004 0.848349 1.08986 0.830989 0.827857 0.805662 0.78027 0.723243 0.814913 0.765628 0.721505 1.65603 0.74163 0.711235 2.49296 1.23239 0.759949 0.760609 0.808278 1.1204 0.710151 0.700166 0.664124 0.689109
threshold=0.10752500000000002 0.13559000000000002 -0.076779999999999987 0.085055000000000006 0.089005000000000015 0.23246000000000003 -1.0000000180025095e-35 0.15109000000000003 0.082040000000000016 0.093765000000000015 -0.015314999999999997 -0.0060199999999999993 -0.080324999999999994 -0.08298999999999998 -0.077669999999999989 -0.016679999999999997 0.093440000000000009 -0.090769999999999976 0.053925000000000008 -0.066089999999999996 0.085465000000000013 0.084785000000000013 0.086245000000000016 0.084700000000000011 0.11361500000000001 -1.0000000180025095e-35 0.16773500000000005 -0.22491999999999998 -0.025214999999999998 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 28 19 9 -6 8 10 -5 27 -1 -13 15 -15 -12 17 -16 -19 22 21 -21 23 24 25 -4 -3 -8 -2 -30
right_child=1 26 4 5 6 -7 7 -9 -10 -11 13 12 -14 14 16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022164203984882027 0.0008974277615242342 0.00085858511140449439 0.0032455019868689659 0.003339732359245198 0.00097146082559383272 0.0012476747020891141 0.00064258303892256836 0.001033836547470725 0.0034600835376694815 0.0020635607046940964 0.0033113316007567354 0.0016484939865061064 0.0004432602409214608 0.0028177295930811577 0.0037587231147547537 0.0023359778432738678 0.0016468932158643791 0.0021974998399112958 0.0017050736836784516 0.0034834713165127259 0.00031549439932799828 0.0016052775779700286 0.0015506964005731442 0.0014501015772310458 0.001565489034364776 0.0024513588427094919 -0.0002050253847441511 0.001951411533840261 0.0022207401935751725 0.0012686683699373248
leaf_weight=42 116 161 60 21 21 50 20 21 21 74 34 51 26 52 20 107 104 517 121 24 23 21 31 24 31 1122 23 38 31 114
leaf_count=42 116 161 60 21 21 50 20 21 21 74 34 51 26 52 20 107 104 517 121 24 23 21 31 24 31 1122 23 38 31 114
internal_value=0 0.00124798 0.00224794 0.00148472 0.00228061 0.00196705 0.00213727 0.00216048 0.00218336 0.00234566 0.0021569 0.00158561 0.00124153 0.00219678 0.00213193 0.00257117 0.00208513 0.0021544 0.00210411 0.00239605 0.00183192 0.00260698 0.00242631 0.00244825 0.002468 0.00249167 0.000725634 0.00150009 0.00121675 0.00147221
internal_weight=0 590 2531 406 2412 145 1076 1055 1034 95 1013 119 77 955 814 141 762 658 638 1336 68 45 1268 1237 1213 1182 184 58 261 145
internal_count=3121 590 2531 406 2412 145 1076 1055 1034 95 1013 119 77 955 814 141 762 658 638 1336 68 45 1268 1237 1213 1182 184 58 261 145
is_linear=0
shrinkage=0.00566207


Tree=1781
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 4 2 0 12 0 1 14 0 12 49 13 150 39 0 4 15 0 2 51 13 151
split_gain=325.303 40.0531 36.5428 21.3623 19.5986 17.2919 12.3665 11.6934 9.37707 7.97424 7.35877 6.60321 6.51233 5.93619 5.45981 5.01831 4.32481 6.68076 4.309 3.90375 3.74714 3.57064 3.3315 3.21484 4.84253 3.47894 3.07351 2.64686 2.53716 3.97372
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.090285000000000018 -0.025214999999999998 -0.17966999999999997 0.033845000000000007 0.11177500000000001 -0.23194499999999998 -0.42850999999999995 1.0000000180025095e-35 0.10089500000000001 0.076175000000000007 -0.097024999999999986 0.13597000000000004 -0.012034999999999999 -0.0075049999999999987 0.091105000000000005 0.093225000000000016 -0.13027499999999997 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.15950500000000004 0.11381000000000001 -0.068269999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 18 7 15 21 -5 16 -9 -1 -7 14 20 22 -8 -18 -2 -12 28 -3 -4 25 -25 -13 -14 -21 -10 -30
right_child=1 5 6 8 -6 12 9 10 13 -11 19 23 26 -15 -16 -17 17 -19 -20 27 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0036057407688693255 0.0018937939249702152 0.0013725277316852505 0.0024633510785035833 0.0028856227695004391 0.0015113535643924616 0.0011853129476663258 0.0033823137426130063 0.0023383512799046049 0.0020090917346220192 0.0024805222484099274 0.0011628777336296597 0.0031678433748248123 0.00060434580647273544 0.0011598091795025399 0.0017274403005539507 0.0035421189704989793 0.0028574630149220421 0.0020285020142696464 0.0027014309700413236 0.0015495197558163102 0.0016837909431993336 0.00090428262491664357 0.0030242533012664638 0.0027092352286153237 0.0019207918755769721 0.0024175756414024658 -0.00015877930067743781 0.0021955580335935045 0.0021328484425867417 0.0029921960491771965
leaf_weight=22 20 81 27 31 74 35 37 39 23 171 42 51 35 21 75 46 735 25 92 46 20 81 1068 76 26 22 21 24 23 32
leaf_count=22 20 81 27 31 74 35 37 39 23 171 42 51 35 21 75 46 735 25 92 46 20 81 1068 76 26 22 21 24 23 32
internal_value=0 0.00153556 0.00283587 0.00241226 0.00214112 0.00125677 0.00292063 0.00143268 0.00208026 0.00278953 0.0017484 0.00279145 0.000651689 0.00195157 0.00204768 0.00303186 0.00285583 0.00283019 0.00255721 0.00154297 0.00229276 0.00113841 0.00301042 0.00268908 0.00250826 0.00294174 0.000318174 0.00177102 0.00244891 0.00263283
internal_weight=0 590 2531 422 186 404 2109 313 225 968 151 197 91 194 173 1141 797 760 112 112 98 162 1095 175 102 73 56 70 78 55
internal_count=3121 590 2531 422 186 404 2109 313 225 968 151 197 91 194 173 1141 797 760 112 112 98 162 1095 175 102 73 56 70 78 55
is_linear=0
shrinkage=0.00157699


Tree=1782
num_leaves=31
num_cat=0
split_feature=1 4 39 44 3 2 52 150 2 0 52 14 16 4 15 12 1 474 13 0 0 12 41 13 4 1 4 0 0 12
split_gain=13.8894 2.17632 1.58778 1.39472 1.72447 1.27309 1.12847 1.0617 1.04699 1.37681 1.04012 1.03461 1.54342 0.973928 1.40467 0.858916 0.852438 0.86699 0.864964 0.80468 1.04201 0.792019 0.772566 0.766566 0.745358 1.2124 2.90606 3.25659 1.53276 1.1838
threshold=0.10752500000000002 0.27287000000000006 0.056590000000000008 0.081805000000000017 0.10732000000000001 0.14285500000000004 -0.088204999999999992 1.0000000180025095e-35 0.08647500000000001 -0.23091999999999999 1.0000000180025095e-35 -0.42495999999999995 -0.16927999999999996 -0.27825499999999997 -0.028889999999999996 0.10016000000000001 0.08592000000000001 0.085070000000000021 0.049530000000000012 -0.096374999999999975 -0.13843999999999998 -0.085119999999999987 0.083975000000000008 0.10443000000000001 -0.50052499999999989 0.080585000000000004 -0.14098499999999997 -0.14723999999999998 -0.033209999999999996 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 8 7 -4 -2 16 -10 -8 -3 15 -6 -15 19 17 -1 -18 20 21 -13 24 -20 -11 28 -27 -28 29 -26
right_child=1 11 6 -5 13 -7 10 -9 9 22 -12 12 -14 14 -16 -17 18 -19 23 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0027085370527607502 0.0020320440483718133 0.0015331853069078148 0.0026437201075194621 0.0036665868670054226 0.0023683475129229496 0.00074642220623077991 0.0010233697177614767 0.0011638997174966339 0.00066918042367284985 0.0028110563598781366 0.0022441337445890104 6.3019213665128749e-05 -0.00090208891735865247 0.0018963775606138937 -0.00035559152871783161 -3.2956570322223056e-05 0.0023877758356775653 0.0016037965217527517 0.00063209150782373824 0.00057448472037300376 0.002627352448246488 0.0014906535602441831 0.0011663775585917869 0.0021967790563821314 0.003322731742410023 0.0027911579957665849 0.0017853440850048527 -0.0011495383069163045 0.0012591114156453617 0.0023043419756900931
leaf_weight=512 186 69 35 28 21 50 79 70 20 88 37 20 20 20 20 33 389 27 20 75 20 47 23 26 43 44 39 21 49 990
leaf_count=512 186 69 35 28 21 50 79 70 20 88 37 20 20 20 20 33 389 27 20 75 20 47 23 26 43 44 39 21 49 990
internal_value=0 0.00127181 0.00229556 0.00233346 0.00231759 0.00162338 0.00169808 0.00179466 0.00234414 0.00223368 0.00141275 0.00089301 0.000687559 0.00132051 0.000770393 0.0008506 0.00249351 0.0026532 0.00229564 0.00103058 0.00142377 0.00106449 0.0022578 0.00151648 0.00227751 0.00223792 0.00161826 0.000758135 0.00229748 0.00234673
internal_weight=0 590 2531 2380 2352 306 151 256 2291 1317 116 284 215 61 40 195 974 539 435 162 87 67 1297 46 1274 1186 104 60 1082 1033
internal_count=3121 590 2531 2380 2352 306 151 256 2291 1317 116 284 215 61 40 195 974 539 435 162 87 67 1297 46 1274 1186 104 60 1082 1033
is_linear=0
shrinkage=0.00600863


Tree=1783
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 2 14 0 12 14 47 49 47 0 16 15 1 3 39 1 1 4 4 16
split_gain=310.388 36.9355 32.1762 19.8829 19.4241 14.3671 11.9825 9.94716 9.87942 8.3987 8.16628 5.9636 4.96291 4.46686 6.27873 4.46044 4.08377 4.05556 3.63085 3.62826 3.49777 3.47574 3.4227 3.23089 3.23078 3.01925 2.91161 2.82731 2.53672 2.66543
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.090455000000000021 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 -0.097024999999999986 0.13597000000000004 0.062655000000000016 0.077555000000000013 -0.012034999999999999 0.091680000000000011 -0.11173999999999999 0.10994000000000002 -0.095244999999999982 0.16175000000000003 0.090900000000000009 0.096625000000000016 0.12958500000000003 0.12000500000000001 -0.033174999999999989 -0.033174999999999989 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 8 12 -6 26 25 13 15 19 -8 -15 16 20 -2 -9 21 23 -4 -7 28 27 -10 -3 -11 -1 -30
right_child=1 5 6 -5 7 22 10 18 9 24 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016249241457188116 0.0014011412716438212 0.0010107029549703331 0.0025048923947985405 0.0010072500517387501 0.00236741962096768 0.00046484133202585274 0.002808245087672735 0.00127618386556802 0.0021530526816731124 0.0016011397532246765 0.0019266333722063359 0.0014370994884715248 0.0029462498550229762 0.0022946898649345662 0.0015219092798768675 0.0029123276484593597 0.0026946607210037291 0.0021542418176687499 0.0018539019549120399 0.0024573192236907256 0.0024944382727090054 0.0017116954104560787 -0.00021474172508057711 0.0015158881103787983 0.00054636653886537773 0.0013393319730817957 0.00039419653199532348 0.001005897609679637 0.0020188001627393956 0.0026236348554995337
leaf_weight=20 20 24 22 74 28 90 37 129 22 22 169 22 46 715 25 22 31 92 31 1065 38 30 21 28 29 20 66 110 47 26
leaf_count=20 20 24 22 74 28 90 37 129 22 22 169 22 46 715 25 22 31 92 31 1065 38 30 21 28 29 20 66 110 47 26
internal_value=0 0.001058 0.00227883 0.00161693 0.00189677 0.000800674 0.00235528 0.00153397 0.000976608 0.00116193 0.0022286 0.00218826 0.00245832 0.00229428 0.00226858 0.00226621 0.00219139 0.00201976 0.00138812 0.00243823 0.00209327 0.00204728 0.000336272 0.00196728 0.00100446 0.00176557 0.000558598 0.0011051 0.00210319 0.00223422
internal_weight=0 590 2531 186 422 404 2109 188 293 203 946 234 1163 777 740 212 190 112 160 1117 159 52 111 121 161 42 90 132 93 73
internal_count=3121 590 2531 186 422 404 2109 188 293 203 946 234 1163 777 740 212 190 112 160 1117 159 52 111 121 161 42 90 132 93 73
is_linear=0
shrinkage=0.00151575


Tree=1784
num_leaves=31
num_cat=0
split_feature=1 3 39 15 2 12 3 1 11 12 15 4 1210 39 133 13 133 151 2 2 12 159 0 47 52 16 15 475 42 133
split_gain=12.9549 2.25196 1.54865 1.47776 1.42764 1.2941 1.13727 1.11786 1.09508 0.973976 0.842851 1.04548 0.832071 0.761392 0.872817 0.732905 0.93143 0.739077 0.73339 0.730549 0.716394 0.768211 0.697457 0.693267 0.690984 0.988921 1.17294 0.907948 0.917529 1.15238
threshold=0.10752500000000002 0.31370500000000007 0.087735000000000021 1.0000000180025095e-35 0.11448000000000001 0.051320000000000005 0.11924500000000002 0.08864000000000001 0.075910000000000019 -0.42850999999999995 -0.091604999999999978 0.50500500000000004 -0.0084249999999999985 0.10166000000000001 -0.082724999999999979 -0.11122999999999998 -1.0000000180025095e-35 -0.067694999999999991 0.13622000000000004 0.15950500000000004 0.092550000000000007 0.014475000000000003 0.051010000000000007 0.078345000000000012 0.42957000000000006 0.40020000000000006 -0.097454999999999986 -0.06562999999999998 -0.047899999999999991 0.092470000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 10 6 7 13 22 -3 11 -2 -7 14 -1 -6 -17 -18 -19 -11 -14 24 -5 -4 25 26 -22 -28 -29 -30
right_child=1 9 23 8 15 12 -8 -9 -10 19 -12 -13 20 -15 -16 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0013674168892232484 0.00045318715459857745 0.0010837959837818605 0.00062192885664145081 0.0021008837224945898 0.00047409491194268949 0.0011237563610261847 0.00044034255714966286 0.001368902994045596 0.0027989125232731598 0.0003609865149689325 0.0020362713150164141 0.0021082326008046472 0.0021018023853201402 0.0011458550395260843 0.0023776239424474566 0.00035959635764634175 0.00077738081052186885 0.0024612260893619158 0.0012867165566155104 -0.00084910757158272786 0.001976397470912611 0.0023317188377260148 0.0010750129757294657 0.0014855396242490658 0.0025076151507513428 0.0020086843421603397 0.0020156787256085163 0.0014361023816621644 -0.00034413204182158952 0.0013211341255548962
leaf_weight=33 26 35 129 1056 43 34 24 182 67 45 123 20 620 27 109 24 25 32 31 22 55 65 20 35 27 104 21 35 32 20
leaf_count=33 26 35 129 1056 43 34 24 182 67 45 123 20 620 27 109 24 25 32 31 22 55 65 20 35 27 104 21 35 32 20
internal_value=0 0.00108344 0.00123715 0.00197894 0.00145527 0.00185961 0.00158649 0.00166486 0.00212385 0.000348009 0.00180124 0.00117277 0.00196071 0.00198357 0.00214286 0.00107805 0.00130993 0.00156911 0.00188329 -3.63578e-05 0.00198978 0.00179631 0.00208182 0.000806236 0.00167794 0.00159404 0.00132948 0.00100003 0.000754874 0.000296355
internal_weight=0 590 488 2531 324 1388 375 351 1143 102 169 46 1013 169 142 155 112 88 63 67 979 359 1076 164 294 267 163 108 87 52
internal_count=3121 590 488 2531 324 1388 375 351 1143 102 169 46 1013 169 142 155 112 88 63 67 979 359 1076 164 294 267 163 108 87 52
is_linear=0
shrinkage=0.0054422


Tree=1785
num_leaves=31
num_cat=0
split_feature=1 3 9 39 44 2 0 2 14 2 0 4 15 2 52 132 2 150 49 4 124 43 12 42 13 1456 2 133 1446 1452
split_gain=10.4935 1.82409 1.27975 1.25441 1.23896 1.28209 1.32407 1.15639 0.961201 1.31278 1.22353 1.58478 1.10963 1.00845 0.833921 0.747594 0.718535 0.691992 0.754153 0.652953 0.626627 0.938913 0.655801 0.603804 0.957688 0.824532 0.749889 1.09006 0.707379 0.747385
threshold=0.10752500000000002 0.31370500000000007 -1.0000000180025095e-35 0.087735000000000021 0.081805000000000017 0.097070000000000004 -0.14454499999999995 0.11448000000000001 0.076975000000000002 -0.13033999999999998 -0.11173999999999999 0.0033150000000000007 -0.0072999999999999992 0.089005000000000015 0.048770000000000008 0.081465000000000024 0.10276500000000001 0.08882000000000001 -0.056454999999999991 -0.043364999999999994 1.0000000180025095e-35 -0.065269999999999981 -0.086254999999999984 0.084835000000000008 -0.01163 0.083690000000000014 0.091895000000000018 0.024320000000000005 0.088500000000000009 0.083830000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 8 16 15 9 -4 11 12 -11 -13 -3 19 -7 18 -8 -2 21 22 -5 25 28 26 -12 -28 29 -25
right_child=1 14 4 20 -6 6 17 -9 -10 10 23 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00057828917496757543 0.0027533230314732218 -3.6150082107180827e-05 0.00074624552580955256 1.8046659983193886e-05 0.0030500789504689083 0.0018140207069347869 0.00074773094512354556 0.0010094465942695218 0.00256413459205828 0.0012706547348030619 0.0020805117069348823 0.0028912656157133692 -0.00040119349478149691 0.0014161228039089454 0.0010498844284583786 0.00068686799399397998 0.00057971395189156604 0.0027610079612188647 0.0017364610311948036 0.0016755298839390004 9.4976657842870123e-05 0.0017983417916732265 0.0010006993990202444 0.0017849989984280209 0.00065573873375732064 0.0026599807676982714 0.0011660419381114174 0.0024906343329858822 0.0023922590197480043 0.0027462504612118335
leaf_weight=25 21 68 31 33 28 21 26 155 73 35 681 24 20 39 34 21 54 20 507 127 36 31 64 655 21 69 69 28 78 27
leaf_count=25 21 68 31 33 28 21 26 155 73 35 681 24 20 39 34 21 54 20 507 127 36 31 64 655 21 69 69 28 78 27
internal_value=0 0.00101449 0.001853 0.00115842 0.00186572 0.00185233 0.00163128 0.00136266 0.00192737 0.00190121 0.00192172 0.00136498 0.00066271 0.00197808 0.000325861 0.00168661 0.00092532 0.00172703 0.00168823 0.00182846 0.000754927 0.000940538 0.000666395 0.00196207 0.00184851 0.00206678 0.00201417 0.0015484 0.00188147 0.00182305
internal_weight=0 590 2531 488 2506 2478 628 324 1850 1777 1746 118 55 63 102 169 75 553 533 148 164 128 97 1628 781 847 778 97 760 682
internal_count=3121 590 2531 488 2506 2478 628 324 1850 1777 1746 118 55 63 102 169 75 553 533 148 164 128 97 1628 781 847 778 97 760 682
is_linear=0
shrinkage=0.00566207


Tree=1786
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 0 1 4 4 150 150 12 4 1 14 15 47 0 15 157 0 0 151
split_gain=471.72 75.1938 47.3749 37.8707 29.0778 21.4359 14.0189 13.5567 12.3682 10.721 10.3074 8.6321 7.94278 10.1715 7.11251 6.88995 6.44397 4.53862 4.49092 4.55631 3.27696 3.04751 3.02324 2.94879 2.89036 2.98054 2.80156 2.6606 2.33047 2.11917
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 0.27834500000000006 1.0000000180025095e-35 0.089910000000000018 0.09141500000000001 -0.52556499999999995 0.076935000000000017 -0.41790499999999997 -0.41942499999999994 0.090100000000000013 -0.15202999999999997 -0.03241999999999999 -0.07686999999999998 -0.07929499999999999 -0.010949999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 11 -6 -5 16 15 13 24 18 -4 20 29 19 -14 28 -17 -13 -3 -1 -26 -20 -21 -7 -15
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 22 14 17 -16 21 -18 -19 26 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0026130918058999177 0.0021487685203770653 0.00063969471767404433 0.00080106534294572922 0.0018858099914329338 0.0019300422302920375 0.0019584544079174959 0.0027865828623684697 0.00098855375119745155 0.00085765613943968293 0.00091009869296818612 0.001253484109950424 7.7765013548572147e-05 0.0028994098269686883 0.0014093663453648108 0.0018567124933526341 0.00057062075562030611 0.0012675079356205723 0.00095101497435952094 0.001652475557127559 0.002294695647264736 0.0022374917563811906 -1.7874403194593922e-05 -0.00042804153715328858 0.0010930091326511052 0.0022927798539056888 0.0016705769159615011 0.0021439005166938303 0.0020798992522297641 0.001518597689864944 0.0020539947472414137
leaf_weight=23 71 191 39 34 71 258 79 37 30 63 48 37 23 20 104 22 26 23 24 970 81 80 62 33 36 26 436 128 26 20
leaf_count=23 71 191 39 34 71 258 79 37 30 63 48 37 23 20 104 22 26 23 24 970 81 80 62 33 36 26 436 128 26 20
internal_value=0 0.00078582 0.000625073 0.00210956 0.000987734 0.00214494 0.00220901 0.000199568 0.00161151 0.0012521 0.00186589 7.79333e-05 0.00218412 0.00187309 0.00221143 0.000300463 0.00194107 0.00144668 0.00223477 0.00228258 0.00198905 0.000109056 -0.000239003 0.000706478 0.00218913 0.00203186 0.00211826 0.00226966 0.00191819 0.00173168
internal_weight=0 673 602 2448 325 2351 1912 277 101 97 439 240 1833 148 1685 141 391 63 1581 1121 365 102 99 224 85 62 460 1098 284 40
internal_count=3121 673 602 2448 325 2351 1912 277 101 97 439 240 1833 148 1685 141 391 63 1581 1121 365 102 99 224 85 62 460 1098 284 40
is_linear=0
shrinkage=0.00140032


Tree=1787
num_leaves=31
num_cat=0
split_feature=1 12 1 14 43 1375 10 10 2 1 4 3 150 1 43 4 4 15 4 457 3 2 4 4 52 16 16 43 11 3
split_gain=10.5334 2.63694 1.63269 1.32622 1.17393 1.10312 1.06418 0.979731 1.9501 0.953295 0.936967 0.898021 0.88636 0.840061 0.773989 0.747464 0.732232 0.921426 1.01717 0.732226 0.708845 1.15503 0.966933 1.08537 0.708714 0.704056 1.06458 0.841518 0.97219 0.966323
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.062655000000000016 -0.081374999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.11870500000000002 0.086255000000000012 0.033845000000000007 0.10299500000000002 0.088040000000000021 0.14860500000000001 0.08845500000000002 0.50996500000000011 -0.059649999999999988 -0.41942499999999994 0.51388000000000011 -0.079829999999999984 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 0.12354000000000001 -0.10850999999999998 0.41553500000000004 0.035560000000000008 0.076560000000000003 -0.077564999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 13 8 -8 -1 20 12 14 -2 -7 -9 -10 18 -18 -4 21 -3 23 -22 -21 27 -27 28 -12 -29
right_child=6 10 19 -5 5 11 7 15 16 -11 25 -13 -14 -15 -16 -17 17 -19 -20 24 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0013351617069875231 0.00046289983085479161 0.0031297114754206376 0.0018193871433733546 0.0026621841440644472 0.00045342478023737651 0.002148587251356901 0.0017110663436845114 -0.00060407409709798668 0.0015028089351281076 2.8175787823540563e-05 0.0016282959002171101 0.00088415138745835317 0.00092867911219009984 -0.00073476430996384219 0.0011784111013340632 0.00071175202415983349 0.0016475980183346046 0.00015601653791509612 0.00030689986708046555 0.00075410196013513597 0.0017069394188805591 0.0018843434186622957 0.0017296038270967634 0.00021966484641203964 0.0017901009188477182 0.00062285770339893631 0.0015891004680567377 0.0031039788198531587 0.00051004701229221479 0.0016195990224773377
leaf_weight=37 59 24 24 26 21 135 67 21 24 26 117 31 25 22 27 27 32 83 30 187 29 135 1666 25 20 60 65 20 26 30
leaf_count=37 59 24 24 26 21 135 67 21 24 26 117 31 25 22 27 27 32 83 30 187 29 135 1666 25 20 60 65 20 26 30
internal_value=0 0.00161211 0.00129134 0.00152858 0.00143099 0.00159843 0.000666483 0.000817324 0.000955883 0.000795771 0.00169373 0.00170872 0.00184542 0.000137608 0.00198689 0.000136078 0.000656491 0.00051641 0.000998873 0.000954478 0.00173817 0.00207232 0.00170727 0.00101839 0.000854198 0.00143114 0.0011253 0.00162922 0.00142498 0.00221335
internal_weight=0 2756 559 328 302 239 365 284 236 63 2197 218 187 81 162 48 169 145 62 231 1879 159 1720 54 207 318 125 193 143 50
internal_count=3121 2756 559 328 302 239 365 284 236 63 2197 218 187 81 162 48 169 145 62 231 1879 159 1720 54 207 318 125 193 143 50
is_linear=0
shrinkage=0.00523088


Tree=1788
num_leaves=31
num_cat=0
split_feature=1 2 123 4 4 12 2 2 1 42 14 13 50 1 4 1 13 49 4 2 47 159 47 52 42 15 1 0 16 43
split_gain=255.156 31.1441 26.0259 25.1167 19.6208 18.2582 13.7032 8.08989 6.86762 6.33298 5.49302 4.26385 4.06048 4.02976 3.6071 7.21018 3.98205 3.26224 3.04768 2.68128 2.25867 2.18738 2.30688 2.09777 2.37317 2.07012 2.20316 2.41151 2.00874 1.89323
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.36766000000000004 0.085055000000000006 0.14122000000000004 0.089775000000000008 0.12958500000000003 -0.076394999999999977 0.076175000000000007 -1.0000000180025095e-35 0.086295000000000011 0.091195000000000012 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 -0.012034999999999999 0.024790000000000003 -1.0000000180025095e-35 0.090280000000000013 0.084250000000000005 0.078345000000000012 -0.56176499999999996 -0.11051499999999999 -0.089964999999999976 0.13869000000000004 -0.094654999999999975 -0.079504999999999978 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 11 7 10 -5 -4 13 21 25 28 16 -16 -9 -7 -13 -15 -19 22 -2 -18 -25 26 -3 -28 -1 -11
right_child=1 12 9 8 -6 17 -8 14 -10 29 -12 18 -14 19 15 -17 23 20 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0026031813449439163 0.0010870452940421448 0.00096846980091988034 0.0024030251848473107 0.0012501221497554255 0.0013725656401701143 0.0016273084885003494 0.0015199106289920637 0.0017409815951569751 0.0006659028829269244 0.0015910081651230074 0.0029904349017740909 0.0020745771833658145 0.0010810961885247589 0.0017964959650556838 0.0022742224760989391 0.001471557780164691 0.0027450189189113642 0.0026692338319713356 0.0012902317401703404 0.0023631294862711907 0.0021547510856524989 0.0008242438959962492 0.0017264140612989402 0.0028696656820377362 0.0023786688352991545 4.5302050176078191e-05 0.00079283437073807454 9.4787829646867183e-05 0.0024688045997694657 0.0010918956877156972
leaf_weight=543 36 21 21 116 45 20 41 21 88 63 58 28 27 23 385 30 51 32 22 214 63 32 23 26 419 30 20 32 564 27
leaf_count=543 36 21 21 116 45 20 41 21 88 63 58 28 27 23 385 30 51 32 22 214 63 32 23 26 419 30 20 32 564 27
internal_value=0 0.00121829 0.0023699 0.0014109 0.00240415 0.00173985 0.0024237 0.00243957 0.000998106 0.00162323 0.00251527 0.00135951 0.000536742 0.00249476 0.0023257 0.0022162 0.0024136 0.00220618 0.00172947 0.00230814 0.00232805 0.00115623 0.00133629 0.00244208 0.00240736 0.000394047 0.000537367 0.000363267 0.00253472 0.00144127
internal_weight=0 590 2531 460 2420 256 2375 2334 204 111 1402 141 130 1344 932 415 517 115 50 237 95 91 59 496 445 103 73 52 1107 90
internal_count=3121 590 2531 460 2420 256 2375 2334 204 111 1402 141 130 1344 932 415 517 115 50 237 95 91 59 496 445 103 73 52 1107 90
is_linear=0
shrinkage=0.00157699


Tree=1789
num_leaves=31
num_cat=0
split_feature=1 1 39 12 4 2 4 14 1 47 2 4 1 52 15 2 1 1 1 43 13 0 12 1 4 1447 12 131 133 16
split_gain=257.154 29.8751 26.1113 24.7904 19.6428 12.4157 10.4355 9.48628 7.61157 6.93753 6.0475 4.08999 4.86362 3.67369 3.31064 3.05244 3.93748 3.5332 2.99199 2.92515 3.66094 3.63304 2.68469 2.624 2.30906 2.14356 1.80996 1.77952 2.21351 1.74064
threshold=0.10752500000000002 0.13559000000000002 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.10188000000000001 0.40124500000000002 0.076175000000000007 0.09253500000000002 0.13082500000000002 0.13754500000000003 -0.42529999999999996 0.084785000000000013 -0.075329999999999994 -0.086849999999999997 0.089525000000000007 0.08864000000000001 0.091615000000000016 0.16540500000000002 -0.025214999999999998 -0.020934999999999999 -0.22491999999999998 0.093965000000000007 0.091195000000000012 0.27834500000000006 -0.082869999999999985 0.11734000000000001 0.083410000000000026 0.087435000000000013 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 7 22 15 14 18 11 -7 26 -14 -4 23 25 -18 -3 -2 -21 -22 -5 29 -23 -17 -13 28 -10 -1
right_child=1 9 8 6 -6 10 -8 -9 27 -11 -12 12 13 -15 -16 16 17 -19 -20 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027876209018372804 0.0011328517892732757 0.00080048906882590346 0.0027078900996151457 0.0028758333858628564 0.0015189131558447854 0.0027404548700128172 0.0014018938187957436 0.0032082986845408581 0.0019870735881651913 0.0016081147980267824 0.0017391573269190869 0.0024672530353632028 0.0013483447254477232 0.0023116110447682805 0.0019888381723523721 0.0029881137703185066 0.0016062639538664953 0.0025286775343120924 0.00016111335623592908 0.0011839547891654631 0.0012418618287819865 0.0022672722721967576 0.0022666142980417251 0.0025316366118784601 0.001594707303768999 0.0025580339694574296 0.0020324754214543733 0.0011650900614435925 0.0013861414180458863 0.0026581442718836617
leaf_weight=527 116 136 30 24 43 81 36 81 35 26 37 215 21 20 37 32 21 22 22 63 29 28 85 228 25 476 28 20 29 548
leaf_count=527 116 136 30 24 43 81 36 81 35 26 37 215 21 20 37 32 21 22 22 63 29 28 85 228 25 476 28 20 29 548
internal_value=0 0.00137583 0.00255506 0.0016195 0.00259621 0.00261603 0.00215276 0.00266947 0.00190643 0.000838163 0.00235881 0.00242162 0.00233069 0.00181823 0.0023108 0.00264593 0.00254556 0.0020782 0.000711462 0.00132324 0.00147555 0.00169958 0.00240075 0.00268837 0.00195002 0.00258513 0.00241716 0.0015839 0.00171478 0.00272162
internal_weight=0 590 2531 406 2380 2337 145 1935 151 184 402 365 284 41 67 1854 551 43 158 261 145 82 109 1303 53 508 243 84 64 1075
internal_count=3121 590 2531 406 2380 2337 145 1935 151 184 402 365 284 41 67 1854 551 43 158 261 145 82 109 1303 53 508 243 84 64 1075
is_linear=0
shrinkage=0.00160853


Tree=1790
num_leaves=31
num_cat=0
split_feature=1 1 2 4 376 2 10 123 4 16 14 2 14 52 13 150 16 13 133 4 9 151 12 0 2 2 42 4 1447 4
split_gain=11.3231 1.8717 1.29923 1.29382 1.02238 1.23411 0.960728 0.943693 0.939146 1.50465 0.907721 1.03819 0.732442 0.721074 0.809689 1.02142 0.733493 1.24623 0.821364 0.704488 0.693888 0.687153 0.699856 0.784249 0.793799 0.631898 0.603147 0.602039 0.77689 0.821621
threshold=0.10752500000000002 0.14262000000000002 0.10045500000000002 0.26450500000000005 0.083785000000000012 0.10803500000000001 -0.062879999999999978 0.08592000000000001 -0.37944499999999992 -0.008904999999999998 0.076975000000000002 -0.13033999999999998 -0.47013499999999991 -0.56176499999999996 -0.064619999999999983 1.0000000180025095e-35 0.0073350000000000004 -0.090639999999999984 0.076280000000000014 0.0049200000000000008 -1.0000000180025095e-35 0.050660000000000004 0.10124000000000001 -0.09595999999999999 0.121465 0.15109000000000003 -0.08298999999999998 -0.082249999999999976 -0.085804999999999979 -0.52556499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 5 -2 -3 13 -7 19 11 -1 -5 -4 16 25 17 -15 -19 -10 -13 22 23 24 -14 26 -16 28 -22 -30
right_child=1 6 7 12 -6 8 -8 -9 9 -11 -12 20 21 14 15 -17 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00087770299696074644 0.0018825634067687563 -0.00065309690557771409 0.0023644874791230812 0.0017658950278944471 0.00041386292459887487 0.0021819386883860314 0.00058649508482826922 0.00044395480843833969 0.00096536974499182842 -4.2174953868784238e-05 0.0024572919787031514 0.00091260846311240137 0.0016583956247570389 0.0013392448753063286 0.0021019918784338366 0.0005313214053548408 0.0015015308547623764 0.0020032067006676038 0.0034189516908288619 0.0022105940815432819 0.0011307807569973158 0.0016466801534969801 -0.00029886055574243739 0.00032315332726514192 0.00044569598576201885 0.00056187594287885907 0.001447333298215668 0.0018219585203446038 0.0031464000050985875 0.0020479636398342892
leaf_weight=33 120 25 37 21 31 20 84 22 42 36 80 23 39 29 55 37 78 23 28 21 27 20 25 77 29 20 205 1358 22 454
leaf_count=33 120 25 37 21 31 20 84 22 42 36 80 23 39 29 55 37 78 23 28 21 27 20 25 77 29 20 205 1358 22 454
internal_value=0 0.000958975 0.00181292 0.00110781 0.00136232 0.00148534 0.000302185 0.00156971 0.00108478 0.000863128 0.00187796 0.00185378 0.000782139 0.00161808 0.00155994 0.00139814 0.00188457 0.00225803 0.00278048 0.00138044 0.00187088 0.000673408 0.000558905 0.000706796 0.00114121 0.00151268 0.00158582 0.00188272 0.00204677 0.00209873
internal_weight=0 590 2531 481 270 239 109 534 119 99 1997 1917 211 512 475 317 158 80 51 63 1884 190 170 145 68 280 260 1861 503 476
internal_count=3121 590 2531 481 270 239 109 534 119 99 1997 1917 211 512 475 317 158 80 51 63 1884 190 170 145 68 280 260 1861 503 476
is_linear=0
shrinkage=0.00555105


Tree=1791
num_leaves=31
num_cat=0
split_feature=1 3 4 376 15 148 157 46 12 4 474 1 43 16 0 132 49 49 2 47 3 16 0 16 15 133 13 1210 42 43
split_gain=9.17167 1.66652 1.19859 1.38653 1.11778 1.11358 1.02429 1.00607 1.25749 1.09096 1.76941 1.27026 1.01945 0.879304 1.13478 0.821943 0.813244 1.42287 0.78499 0.926624 0.751649 0.739303 0.707838 0.830478 0.719165 0.694164 1.09385 0.670764 0.686726 0.626067
threshold=0.10752500000000002 0.30112000000000005 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.065034999999999996 -0.0091799999999999989 0.084955000000000017 0.078300000000000008 -0.17966999999999997 0.086515000000000009 0.095950000000000021 -0.079914999999999986 -0.034884999999999992 -0.07929499999999999 0.078465000000000021 0.0065400000000000015 -0.069799999999999987 0.11928500000000002 0.090280000000000013 0.12745000000000004 -0.089669999999999986 -0.10474999999999998 -0.25582999999999995 -0.41396999999999995 -0.0061299999999999992 0.054800000000000008 -0.0084249999999999985 0.11688500000000002 -0.14386499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 7 -2 -6 8 9 -1 11 13 -13 16 -15 18 17 -11 19 -7 -20 -14 23 -3 -24 26 -8 -10 -29 -27
right_child=1 22 -4 -5 6 15 25 -9 27 10 -12 12 21 14 -16 -17 -18 -19 20 -21 -22 -23 24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0018837796531940927 0.00024673298796386246 4.8798780488772762e-05 0.00069555085720777641 0.00020852054776815881 0.0028105456258693774 0.0024098289863782136 0.0019776553570584948 0.0027306320720754894 0.00085764162376950601 0.0018634028737494999 -0.0004866893534143708 0.0012925782370129121 0.00070264070061442437 0.0024865853898287361 0.00093866003371058761 0.00073539119021066412 0.0018321784183373371 1.5407567885523681e-05 0.00023965323747732916 0.0014772961697145158 0.0017123178602810524 -0.00067695684252693845 0.00060821861265446687 0.001248445158409015 -0.00077789515316547566 0.0020326443879691604 0.00062619615955736426 0.0016912043228507955 0.00074046654919675042 0.0015558581050032928
leaf_weight=70 23 37 194 34 31 65 480 23 34 22 21 53 33 49 22 33 36 34 20 72 25 20 20 37 30 107 20 946 25 505
leaf_count=70 23 37 194 34 31 65 480 23 34 22 21 53 33 49 22 33 36 34 20 72 25 20 20 37 30 107 20 946 25 505
internal_value=0 0.000880339 0.00103557 0.00127808 0.00166426 0.00143087 0.00179539 0.00155629 0.0015365 0.00124936 0.00109622 0.0012198 0.000737308 0.00153356 0.00200695 0.00155755 0.00116823 0.000741406 0.00170662 0.00191974 0.0010578 0.000182038 0.00029698 0.000648622 -0.00022345 0.00176709 0.0019236 0.00163935 0.00166673 0.00163922
internal_weight=0 590 466 272 2531 238 1143 1388 1365 360 290 269 106 163 71 215 92 56 182 137 45 53 124 74 50 1112 500 1005 971 612
internal_count=3121 590 466 272 2531 238 1143 1388 1365 360 290 269 106 163 71 215 92 56 182 137 45 53 124 74 50 1112 500 1005 971 612
is_linear=0
shrinkage=0.00566207


Tree=1792
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 15 0 4 4 0 2 0 12 11 0 11 16 12 2 43 3 0 4 3 2 3 0
split_gain=205.195 25.3629 21.5366 19.5693 11.1987 9.71083 8.5814 7.44749 7.28554 6.10777 5.95421 4.35681 3.99552 5.42823 3.73766 4.75866 3.31476 4.16163 3.84634 3.00358 2.70866 2.44965 2.43392 2.50807 2.40427 3.81964 5.58714 2.25076 2.16217 2.14994
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.090455000000000021 0.13082500000000002 0.024640000000000006 -0.23194499999999998 0.033845000000000007 -0.16363499999999997 -0.066089999999999996 0.092235000000000025 -0.092404999999999973 0.13597000000000004 1.0000000180025095e-35 -0.11173999999999999 0.080150000000000013 -0.4714549999999999 0.093765000000000015 0.17025000000000004 -0.04890499999999999 0.076840000000000006 0.11070500000000001 -0.064054999999999987 0.013900000000000001 0.14122000000000004 -0.13309499999999996 -0.24955499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 9 20 16 21 11 -1 14 -6 13 22 -8 -16 17 19 -18 -4 -5 -3 -13 -24 25 -11 -27 -2 -12 -15
right_child=1 7 6 5 8 -7 10 -9 -10 24 28 12 -14 29 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0030193376506455734 0.0012403289391691426 0.00074744884853369313 0.0023132380746629429 0.0026628622115863381 0.0022963616520465181 0.0012079852560270277 0.0026771143458112281 0.0015047449234295034 0.002597441431083306 0.0025612553037632625 0.0014545722033978276 0.0015239972634526792 0.00096359342724105818 0.0017196572809002281 0.0022774682889532012 0.0015631612517931206 0.0031268200915008644 0.0024274989072837687 0.0024334873637476707 0.0014609180534542624 0.0020398543915261368 0.00032367991448248171 0.0025827486186866845 0.0018055875741987749 0.001668761137892754 0.0022438866504946586 0.0013755417029386104 0.00077040244988703171 0.0020178313068991102 0.0011994345939345219
leaf_weight=22 218 120 23 23 21 36 58 29 21 50 20 20 28 31 694 25 37 1036 47 20 84 50 22 21 26 73 26 30 149 61
leaf_count=22 218 120 23 23 21 36 58 29 21 50 20 20 28 31 694 25 37 1036 47 20 84 50 22 21 26 73 26 30 149 61
internal_value=0 0.00121881 0.0022722 0.00145674 0.00194049 0.00193064 0.00233857 0.000751334 0.0016953 0.00222053 0.0022248 0.00160244 0.0015228 0.00162382 0.00228432 0.00225263 0.00243111 0.00240715 0.00273888 0.00191681 0.00217377 0.000622811 0.00198758 0.0022032 0.0021201 0.00219886 0.00201584 0.00118348 0.00195117 0.00137473
internal_weight=0 590 2531 391 422 143 2109 199 225 197 946 204 183 155 777 719 1163 1079 84 43 107 170 63 43 175 149 99 248 169 92
internal_count=3121 590 2531 391 422 143 2109 199 225 197 946 204 183 155 777 719 1163 1079 84 43 107 170 63 43 175 149 99 248 169 92
is_linear=0
shrinkage=0.00160853


Tree=1793
num_leaves=31
num_cat=0
split_feature=1 3 39 124 2 393 48 2 151 44 15 157 3 4 151 3 150 160 0 1 16 3 49 376 12 1 457 43 13 43
split_gain=8.55547 1.49848 1.1054 1.05789 0.828474 0.788614 0.909864 0.932959 0.912235 0.752309 0.779158 0.906258 0.80554 1.41304 1.22429 0.938422 2.30305 1.37335 0.92912 0.92824 0.726654 0.720947 0.732347 0.699364 0.660217 0.786331 0.610359 0.585892 0.579401 0.796696
threshold=0.10752500000000002 0.30112000000000005 0.087735000000000021 -0.076779999999999987 0.13501500000000002 0.084355000000000013 0.14174500000000004 0.14285500000000004 0.0033600000000000006 0.081805000000000017 1.0000000180025095e-35 -0.0091799999999999989 0.090900000000000009 -0.059649999999999988 -1.0000000180025095e-35 -0.091054999999999983 0.081835000000000019 -0.067824999999999983 -0.08867499999999999 0.077845000000000011 0.13751500000000003 -0.088784999999999989 0.12011500000000001 0.084545000000000009 -0.42850999999999995 0.13501500000000002 0.041220000000000007 -0.084154999999999994 0.054800000000000008 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 23 9 6 7 8 27 10 12 -12 15 -14 -15 16 17 19 -19 -5 -6 -17 26 -1 -3 -26 -23 -2 -13 -30
right_child=1 24 -4 4 20 -7 -8 -9 -10 -11 11 28 13 14 -16 21 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00079797493777366126 0.00062825427479425622 0.00093934940684674664 0.00061319496446706758 0.0012969458414016834 0.00027892744410565914 0.00016732690327758514 0.00017518423142284209 0.00025791730371789939 0.0025873250970051848 0.0025569605634993401 0.0026827790018625246 0.0017345862247146616 0.0017055288257100899 0.001101215586205132 -0.00057936907507172763 0.0026621640914189526 -0.00015234765029627126 0.0028122222481389166 0.0015665540790297623 -3.7645148668723453e-05 0.0016557180512024423 0.0016139183647101559 0.0010246358631866607 0.0017399753164912578 0.00054390998763962685 -0.00050023178418651094 0.0021318598600434746 0.0014642300218163766 0.0015497478859802679 0.00042241947168388568
leaf_weight=85 30 35 164 42 27 22 22 22 20 26 29 954 53 34 22 21 31 21 152 26 21 693 59 34 46 43 78 186 99 24
leaf_count=85 30 35 164 42 27 22 22 22 20 26 29 954 53 34 22 21 31 21 152 26 21 693 59 34 46 43 78 186 99 24
internal_value=0 0.000835765 0.000980074 0.00157805 0.00160326 0.00117931 0.00125882 0.00135122 0.00145314 0.00161792 0.00160748 0.00171443 0.00151146 0.00105586 0.000440986 0.00155568 0.00127185 0.00145504 0.00171776 0.000786661 0.000881273 0.0016464 0.0016207 0.00106712 0.000293445 3.9437e-05 0.00166632 0.00134812 0.00168836 0.00132978
internal_weight=0 590 466 2531 2412 302 280 258 236 2364 2338 1106 1232 109 56 1123 272 241 173 68 48 851 830 119 124 89 771 216 1077 123
internal_count=3121 590 466 2531 2412 302 280 258 236 2364 2338 1106 1232 109 56 1123 272 241 173 68 48 851 830 119 124 89 771 216 1077 123
is_linear=0
shrinkage=0.00555105


Tree=1794
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 150 2 4 2 4 14 43 12 2 12 1 3 43 49 0 15 50 3 16 15 4 4
split_gain=289.623 35.8618 30.8851 18.2026 17.7351 12.3278 11.8251 10.017 7.94031 7.93479 7.64902 7.58699 6.40597 5.21736 5.06169 4.47925 4.28217 3.45445 3.45159 3.44669 3.40953 3.36189 3.33696 3.86335 2.85639 2.82421 3.65884 2.66306 3.0887 6.01474
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.09487000000000001 1.0000000180025095e-35 0.033845000000000007 0.10803500000000001 -0.062539999999999984 0.076175000000000007 -0.066504999999999995 0.13597000000000004 0.087470000000000006 -0.042789999999999988 0.13436000000000001 0.095270000000000007 -0.083134999999999987 -0.012034999999999999 -0.11242999999999999 -0.095244999999999982 0.041865000000000006 -0.14186499999999996 -0.073404999999999984 -0.15026499999999995 -0.031404999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 8 7 13 -3 11 -9 15 14 -11 22 16 25 -1 -13 -14 20 -6 -2 23 -4 -7 -8 -27 -16 -29 -30
right_child=1 5 6 -5 19 24 10 9 -10 12 -12 17 18 -15 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0015115770497649379 0.0016710550340675908 0.00080454491615099483 0.0026590905982185049 0.0012812555084222212 0.0015676889609414217 0.00048143717822300979 0.0027455105413369584 0.0021066011330338882 0.0014736468431732277 0.0020140157395115701 0.0021200478204882658 0.0021181129809465173 0.0012760536216705485 0.0030992199241190121 0.0030026023157738052 0.0018975671057142993 0.0023240045083453018 0.0013127453891846308 0.00073009372711217908 0.0018596963472111273 0.00081362763212748039 0.002330105866072144 0.0026144299384945296 0.001774367542132504 0.0010683241552295508 0.0025745501657296363 0.0023601282278664514 0.0026695275989318998 0.0016538496017325327 0.0025038386192581885
leaf_weight=21 20 90 20 74 35 75 77 28 26 22 171 26 136 46 22 29 40 20 30 39 20 92 1053 22 23 294 397 82 24 67
leaf_count=21 20 90 20 74 35 75 77 28 26 22 171 26 136 46 22 29 40 20 30 39 20 92 1053 22 23 294 397 82 24 67
internal_value=0 0.0013126 0.00244609 0.00184196 0.00208631 0.00106888 0.00251808 0.0012129 0.0022462 0.00138305 0.00239964 0.00231271 0.00127529 0.00261856 0.00241059 0.00245963 0.00204432 0.00176795 0.00117739 0.0015284 0.00129348 0.00221242 0.00259837 0.00219566 0.000619176 0.00248085 0.00245136 0.00252517 0.00246446 0.00227967
internal_weight=0 590 2531 186 422 404 2109 306 328 216 968 302 188 1141 256 797 61 46 166 94 55 112 1095 42 98 768 691 195 173 91
internal_count=3121 590 2531 186 422 404 2109 306 328 216 968 302 188 1141 256 797 61 46 166 94 55 112 1095 42 98 768 691 195 173 91
is_linear=0
shrinkage=0.00145689


Tree=1795
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 47 2 2 14 4 1 11 1 4 43 14 1 4 15 47 0 16 1 3 12 131
split_gain=392.705 62.3961 39.2919 33.3567 24.0823 18.6552 14.9572 11.2578 11.1015 10.7904 9.57239 7.55279 6.99719 6.7925 4.923 4.57864 4.51682 6.81644 3.24243 3.09669 2.96448 2.74032 2.736 2.57256 2.31182 2.17723 2.12293 2.08422 1.97036 1.85529
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.10672500000000001 0.14285500000000004 0.062655000000000016 0.27834500000000006 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.14792499999999997 -0.41790499999999997 0.11588000000000001 0.042705000000000007 -0.41942499999999994 0.090100000000000013 -0.026509999999999995 -0.10850999999999998 0.14754500000000001 1.0000000180025095e-35 0.095110000000000014 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 23 6 8 -5 12 11 20 13 14 -4 -1 16 21 -18 -17 -15 -6 28 -13 27 -7 -23 -24 -3 -10 -2
right_child=1 2 9 7 10 24 -8 -9 15 -11 -12 22 -14 19 -16 18 17 -19 -20 -21 -22 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026872519058593102 0.0026693915065540775 0.00097567810269735106 0.0013294712016100427 0.0023618564818007853 0.0025886323788640421 0.0020066812116962592 0.0014326459620244978 0.0013216233384052089 0.0025913814335465891 0.0014727303413140085 0.0013199898249920841 0.00060085853665767903 0.0031606904988430891 0.001098685773399318 0.002448817056753112 0.0022918884693123309 0.0025818033038756136 0.0016111065855486139 0.0029542517114926259 0.00048149449740763164 0.0019987353965067616 0.0024474990482426665 0.00032934586897471297 0.0015629025044954204 0.0013649892625660898 0.002137447087399531 -0.00021698133435009512 0.0012802604413410896 0.0024149528062787627 0.0021499497064752069
leaf_weight=1117 54 99 39 34 40 22 24 63 299 34 28 37 59 22 220 21 28 34 62 80 33 109 36 33 26 86 26 92 244 20
leaf_count=1117 54 99 39 34 40 22 24 63 299 34 28 37 59 22 220 21 28 34 62 80 33 109 36 33 26 86 26 92 244 20
internal_value=0 0.0012669 0.00111098 0.00252349 0.00145359 0.00255803 0.00257677 0.00168624 0.00258882 0.000704597 0.00204419 0.000595778 0.00266969 0.000812341 0.00264802 0.00246096 0.00242717 0.00204949 0.00278667 0.000614614 0.00232197 0.0024589 0.00028734 0.00118729 0.0016591 0.00231076 0.000100241 0.00112239 0.0025121 0.002529
internal_weight=0 673 599 2448 325 2351 2303 97 2279 274 101 240 1396 141 1337 883 800 62 83 102 73 738 99 224 48 195 62 191 543 74
internal_count=3121 673 599 2448 325 2351 2303 97 2279 274 101 240 1396 141 1337 883 800 62 83 102 73 738 99 224 48 195 62 191 543 74
is_linear=0
shrinkage=0.00145689


Tree=1796
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 1 11 1 150 1 4 50 11 1 0 1 49 40 43 3 0 13 2
split_gain=265.981 32.8764 27.1948 17.3982 15.4597 13.6161 13.3708 8.65271 8.6269 9.23868 7.26212 5.55548 4.36266 4.34118 5.63301 8.50222 3.44631 3.43685 3.32376 3.06156 3.03307 3.01831 2.75338 2.57827 2.45823 2.4331 2.69356 2.42268 2.39433 3.17079
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14753000000000002 0.089885000000000007 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.076175000000000007 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.122715 -0.04890499999999999 0.041865000000000006 0.082485000000000017 0.13436000000000001 -0.066089999999999996 0.12958500000000003 0.10084500000000002 -0.077714999999999992 -1.0000000180025095e-35 -0.098469999999999988 -0.038659999999999993 -0.47860499999999995 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 7 8 11 24 22 -4 12 -1 14 23 27 -2 -11 28 -15 -19 -14 -10 25 -3 -9 -27 -16 -8 -30
right_child=1 6 10 -5 -6 -7 18 13 9 17 -12 -13 21 19 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0023686674380511714 0.0021363830172445178 0.00097890264626427715 0.0020811978393462938 0.0013884432064817094 0.0011663668521069296 0.0014673791373642059 0.00074695255759381579 0.0022855806369164967 0.0021788293158833678 0.0016513392304877599 0.001304172359126537 0.0027746466916170956 0.0022087820233540919 0.0028739981245328497 0.0017264020126569861 0.00099424681230871601 0.0015756256353005366 0.0011228797363143708 0.00096710987646339206 0.0023099931836745519 0.00059826930145390048 0.0016526904846446827 0.0014609387922816172 0.0020133281601965687 0.00051501400255831039 0.0016460064343294515 0.0021539822205010831 0.0023190133600879703 0.00046405506670112097 -0.0002425495795082866
leaf_weight=1118 83 42 34 45 74 41 22 387 22 20 77 58 216 25 24 20 29 128 23 77 26 21 20 148 48 23 186 31 33 20
leaf_count=1118 83 42 34 45 74 41 22 387 22 20 77 58 216 25 24 20 29 128 23 77 26 21 20 148 48 23 186 31 33 20
internal_value=0 0.00117587 0.00221993 0.00225102 0.00166303 0.00226736 0.000951577 0.00228141 0.00109575 0.00124752 0.00154218 0.00235025 0.00233208 0.00217581 0.00214188 0.00177611 0.00199119 0.00110523 0.000501422 0.00244823 0.00103431 0.00215951 0.00183698 0.00217875 0.000731495 0.00221983 0.00209808 0.00206042 0.00035861 0.000197412
internal_weight=0 590 2531 2420 186 2375 404 2334 306 216 111 1413 1355 921 819 75 112 174 98 102 154 237 42 744 90 596 209 55 75 53
internal_count=3121 590 2531 2420 186 2375 404 2334 306 216 111 1413 1355 921 819 75 112 174 98 102 154 237 42 744 90 596 209 55 75 53
is_linear=0
shrinkage=0.00140032


Tree=1797
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 12 2 2 4 14 3 47 12 47 11 4 4 3 2 0 1 15 49 1 16 0 1 16
split_gain=359.991 43.1533 38.2511 22.9886 22.1678 17.1514 13.2157 12.6435 10.4459 10.1666 8.5124 6.60887 6.5962 5.93949 4.61412 4.45959 4.33818 4.31534 4.03111 6.9636 3.82505 3.70012 3.67557 3.53474 3.35973 3.27121 3.19527 3.0579 2.88994 2.87131
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 -0.17966999999999997 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.076175000000000007 -0.11171999999999999 0.077555000000000013 0.11734000000000001 0.091680000000000011 0.080455000000000013 -0.033174999999999989 -0.064054999999999987 0.092670000000000016 0.11411 -0.11242999999999999 0.12958500000000003 -0.095244999999999982 -0.085174999999999987 0.16175000000000003 0.054560000000000004 -0.077429999999999985 0.12000500000000001 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 12 8 -6 11 28 22 14 21 -1 18 16 24 26 -11 -14 -20 -2 23 -10 -4 -8 -7 -9 -16 -3 -26
right_child=1 5 7 -5 6 25 15 10 9 17 -12 -13 13 -15 27 -17 -18 -19 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0017127386620855146 0.0024182448366241722 0.0011351994139342913 0.002766446685697658 0.0011496622536423047 0.0027338928200120061 0.00051664188121213948 0.0020075857064366419 0.0026485993325612326 0.0024478045766984156 0.0017641929340482302 0.0022059392324757753 0.0033557990552886899 0.0027909645753677317 0.003180187556914267 0.0026470165236589164 0.0020965689231455553 0.0030309891235750916 0.0010263824405449104 0.0024585531580779453 0.0014767804711514668 0.0016573113300105296 0.0027639404167141227 0.0015137148212280879 0.0018504262640383167 0.0016343536748621051 -0.00017457211979755063 0.0023844123393289519 0.0019117226767039971 0.00049617669792631947 0.0011090759509624797
leaf_weight=26 92 24 20 74 28 90 21 530 22 23 171 46 56 32 22 31 61 138 98 22 20 1053 20 22 43 21 145 39 66 65
leaf_count=26 92 24 20 74 28 90 21 530 22 23 171 46 56 32 22 31 61 138 98 22 20 1053 20 22 43 21 145 39 66 65
internal_value=0 0.00120316 0.00257105 0.00183172 0.00213765 0.000913781 0.00173441 0.00265777 0.00111377 0.00131204 0.0025252 0.00277023 0.00246162 0.00255523 0.0025937 0.0015595 0.00262824 0.00113178 0.0024416 0.00227856 0.00228236 0.00274563 0.002003 0.00228663 0.00143044 0.000385872 0.00259185 0.00217691 0.000666583 0.00131821
internal_weight=0 590 2531 186 422 404 188 2109 293 203 968 1141 234 208 797 160 736 161 176 120 112 1095 42 42 129 111 675 61 90 108
internal_count=3121 590 2531 186 422 404 188 2109 293 203 968 1141 234 208 797 160 736 161 176 120 112 1095 42 42 129 111 675 61 90 108
is_linear=0
shrinkage=0.00157699


Tree=1798
num_leaves=31
num_cat=0
split_feature=1 3 2 2 0 14 2 4 0 34 2 2 31 13 401 11 52 9 484 51 2 40 13 16 0 49 0 1 160 4
split_gain=13.4529 2.1102 1.55557 1.40927 1.11253 0.986138 1.18567 0.933353 0.858546 0.77587 0.998913 1.05635 0.904942 0.862059 0.755868 0.749426 1.01106 0.741226 0.713393 1.13904 0.706517 0.631459 0.616146 0.570246 0.542075 1.52528 1.30739 1.3347 1.19603 0.822207
threshold=0.10752500000000002 -0.049509999999999992 0.10045500000000002 0.31358000000000003 -0.13027499999999997 0.076975000000000002 -0.13033999999999998 0.41257000000000005 0.14486500000000005 -0.021334999999999996 0.10981000000000002 -1.0000000180025095e-35 -0.077289999999999984 0.00084500000000000016 1.0000000180025095e-35 0.075910000000000019 0.039215000000000007 -1.0000000180025095e-35 -0.067484999999999989 0.10027500000000002 0.11982500000000001 -0.064864999999999992 -1.0000000180025095e-35 -0.010264999999999998 -0.11173999999999999 0.082865000000000008 -0.14226499999999997 0.085110000000000005 0.050340000000000003 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 9 23 6 -1 20 14 12 11 -11 -3 18 -6 -7 -17 -8 -12 21 -2 -20 -23 -4 25 26 27 -19 -29 -26
right_child=1 3 4 -5 8 15 17 -9 -10 10 13 -13 -14 -15 -16 16 -18 24 19 -21 -22 22 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0010626202131217895 0.0021784264448469234 0.00091947116045676543 0.00151482897838848 -0.00062615853379956307 0.0021700407832079605 0.0020980098744371976 0.0011425325744874172 0.0010462101398398599 0.0010241681600127101 0.00077958580934165344 -9.0598869075758233e-05 0.0023829187295815926 -0.00058273337519266642 -0.00023954783576239641 0.001233934400562238 0.004163061490085539 0.0024284665637997645 0.0032090921600259228 0.0017253415200002193 0.002104691148895724 0.00095028497122588696 0.00042348213924580459 0.0013690903625650282 0.00030987865722303389 0.0023395166763779431 0.0030439171515785116 0.00048122960212493721 0.00026926943023273864 0.0021667600065980201 0.001792261758523635
leaf_weight=33 109 42 66 23 379 27 23 63 32 26 20 42 25 23 37 29 24 24 30 39 22 87 39 20 1600 35 32 21 34 115
leaf_count=33 109 42 66 23 379 27 23 63 32 26 20 42 25 23 37 29 24 24 30 39 22 87 39 20 1600 35 32 21 34 115
internal_value=0 0.00113733 0.00218557 0.000875653 0.00188586 0.00226571 0.00223733 0.00167147 0.00201088 0.000968258 0.00110167 0.00176988 0.000358947 0.000910752 0.00208678 0.00294573 0.00337758 0.00225791 0.00103381 0.00114913 0.00197217 0.000910242 0.00071617 0.00123461 0.00227169 0.00190602 0.00154723 0.00197902 0.00144226 0.00230282
internal_weight=0 590 2531 396 534 1997 1917 194 448 373 306 68 67 238 416 80 53 1884 215 195 131 156 126 86 1861 146 111 79 55 1715
internal_count=3121 590 2531 396 534 1997 1917 194 448 373 306 68 67 238 416 80 53 1884 215 195 131 156 126 86 1861 146 111 79 55 1715
is_linear=0
shrinkage=0.00625138


Tree=1799
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 52 457 43 1 49 4 0 1 1 1 14 43 15 0 3 0 4 13
split_gain=211.661 25.8749 22.1843 14.7329 13.1237 10.3186 10.0935 7.71462 7.42358 7.06315 6.40549 4.57605 3.68907 4.20298 4.37866 3.44178 2.95167 2.88068 2.61432 2.51294 2.50847 2.32598 2.09217 1.84349 1.78641 2.84739 3.48654 1.7507 2.07561 2.36976
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.089885000000000007 -1.0000000180025095e-35 0.10803500000000001 0.14122000000000004 0.077845000000000011 0.076175000000000007 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.091195000000000012 -0.012034999999999999 -0.04890499999999999 -0.066089999999999996 0.16175000000000003 0.13436000000000001 0.12958500000000003 0.062655000000000016 -0.079914999999999986 -0.15914499999999995 -0.11173999999999999 0.084940000000000015 0.18019500000000002 0.038415000000000012 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 11 -3 21 12 -4 15 -8 22 -15 24 -2 -10 -17 -7 -19 -9 27 -12 -1 26 -26 28 29 -14
right_child=1 5 10 -5 -6 19 9 8 17 -11 23 -13 13 14 -16 18 -18 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0027958695744701276 0.0015724905192943943 0.00085401938020999275 0.0022776093081356332 0.0014845033780937717 0.0012776476594924702 0.00078848238720268145 0.0026558407796481828 0.0022942691992961081 0.0017853460904045466 0.0016246473675128794 0.0015748783108104065 0.0028584312675767531 0.0018158676172613708 0.0022312942717621752 0.001331304421098338 0.0023073794448112005 0.0022149730012167327 0.0012610650653653076 0.0017471777621131186 0.0001969525635356259 0.00074464746821341658 0.0015800546460653432 0.0027017266263484291 0.0010630666166074102 0.0025257047851699583 0.0024641231190547729 0.0016800058352402355 0.0018136181464619354 0.0021383870265104668 0.0023347805188255288
leaf_weight=35 20 90 28 45 74 77 53 22 20 41 61 58 21 27 23 216 92 128 21 21 26 20 25 22 21 1038 24 20 208 544
leaf_count=35 20 90 28 45 74 77 53 22 20 41 61 58 21 27 23 216 92 128 21 21 26 20 25 22 21 1038 24 20 208 544
internal_value=0 0.00130516 0.0023133 0.00234369 0.00177297 0.00108978 0.00235997 0.00122687 0.00138222 0.00224022 0.0016507 0.00244151 0.00226762 0.00224392 0.0018173 0.00242366 0.00210024 0.00124416 0.00225774 0.000661726 0.00117388 0.00195417 0.00226999 0.00143922 0.00245883 0.00244794 0.00207467 0.00225638 0.00226784 0.00231549
internal_weight=0 590 2531 2420 186 404 2375 306 216 962 111 1413 921 868 50 1355 112 174 237 98 154 42 818 83 1118 1083 45 793 773 565
internal_count=3121 590 2531 2420 186 404 2375 306 216 962 111 1413 921 868 50 1355 112 174 237 98 154 42 818 83 1118 1083 45 793 773 565
is_linear=0
shrinkage=0.00151575


Tree=1800
num_leaves=31
num_cat=0
split_feature=1 1 39 4 50 44 3 131 16 52 52 2 0 10 14 1 4 15 1 403 15 40 48 159 2 41 4 1 0 42
split_gain=12.2014 2.01567 1.45619 1.44984 1.2095 1.18117 1.39854 1.1322 1.09695 1.06338 1.00079 0.922921 1.05517 0.875612 0.770303 0.863998 0.765894 1.19088 0.757623 0.897375 0.966634 0.752054 0.711163 0.677873 0.775417 0.802092 0.725006 2.52561 2.37567 1.04906
threshold=0.10752500000000002 0.14262000000000002 0.056590000000000008 -0.010655 0.10965000000000001 0.081805000000000017 0.10732000000000001 0.096070000000000016 0.40020000000000006 -0.087769999999999987 1.0000000180025095e-35 0.08647500000000001 -0.23091999999999999 -0.062879999999999978 -0.46166999999999997 0.12000500000000001 -0.27825499999999997 -0.028889999999999996 0.08592000000000001 -0.019354999999999994 0.082685000000000022 -0.079289999999999985 0.091085000000000013 0.14765500000000001 0.13501500000000002 0.085095000000000018 -0.08484499999999999 0.083345000000000016 -0.14832499999999996 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 8 6 11 14 22 -4 -11 18 -13 -3 -5 21 -8 -18 19 20 -1 -16 -2 24 25 26 29 -28 -29 -14
right_child=1 13 9 7 -6 -7 16 -9 -10 10 -12 12 23 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00099906159347272375 0.0006518684449500616 -0.00065594639112813522 0.0022826244181857825 0.0016120273104650513 0.0029263972277370977 0.0032142292898984176 0.0020278120646817447 0.0019109348588315484 0.0023499777841448299 0.0007506643315384954 0.0019295013377595121 0.00057614151005073218 0.002124836416607797 0.00059989501412967153 8.2368402533171558e-05 0.00043357749037087752 0.0016549828269327236 -0.00037788867542149385 0.0019751828485817776 0.0025106843482353386 0.002168059971091524 0.0012989171667414797 0.0019075062006427496 0.0029204231174244297 0.0010298989212009844 0.00080335064852622121 0.001966370780038433 0.001628342338143072 -0.00095975161119461435 0.0034062045619393088
leaf_weight=28 49 25 37 43 24 28 21 42 33 77 37 20 196 84 21 136 20 20 435 312 199 110 23 24 33 21 946 32 20 25
leaf_count=28 49 25 37 43 24 28 21 42 33 77 37 20 196 84 21 136 20 20 435 312 199 110 23 24 33 21 946 32 20 25
internal_value=0 0.00103516 0.00197587 0.00119907 0.00173331 0.00201146 0.00199714 0.00100328 0.0014606 0.0014149 0.00113327 0.00202058 0.0019189 0.000311858 0.000880304 0.000762461 0.00111682 0.000638547 0.00215807 0.00230566 0.00202387 0.0011039 0.00105297 0.00193961 0.00192111 0.00194483 0.0019645 0.00189689 0.000632922 0.00226979
internal_weight=0 590 2531 481 129 2380 2352 352 105 151 114 2291 1317 109 310 267 61 40 974 539 227 131 72 1297 1273 1240 1219 998 52 221
internal_count=3121 590 2531 481 129 2380 2352 352 105 151 114 2291 1317 109 310 267 61 40 974 539 227 131 72 1297 1273 1240 1219 998 52 221
is_linear=0
shrinkage=0.00589082


Tree=1801
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 0 1 14 2 1 4 2 52 2 49 150 1 132 1 4 2 40 1 49 475 0 3
split_gain=228.736 30.3203 23.2479 15.4264 13.7368 12.4927 8.08629 8.09278 6.59673 6.37612 5.89248 5.6071 4.0828 3.7173 3.71224 3.57521 3.35687 3.14087 3.09171 2.89576 2.8777 4.0247 2.72462 3.3156 2.58264 2.57265 2.18886 2.17152 2.65283 1.67537
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 -0.13027499999999997 0.09253500000000002 0.076975000000000002 0.15109000000000003 0.089625000000000024 -0.04890499999999999 -0.0091949999999999983 -0.56176499999999996 0.090425000000000019 -0.012034999999999999 1.0000000180025095e-35 0.13436000000000001 0.088890000000000011 0.15799000000000005 -0.55119499999999988 0.092365000000000017 -0.077714999999999992 0.12958500000000003 -0.054319999999999993 -0.07550999999999998 -0.030209999999999997 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 17 6 24 25 18 -4 12 15 22 -9 -14 -10 -16 -2 -5 -15 21 -7 -1 29 -3 -8 -11 -17 -29 -24
right_child=1 5 9 8 -6 20 7 13 11 26 -12 -13 14 19 16 27 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0030078820710259494 0.001590106635279219 0.0010940114838705911 0.0022220927673055929 0.0019691591911991111 0.0012869757719376138 0.00063837312772103982 0.0023395659958771395 0.0018456516967652054 0.0027052931714360781 0.001668933186776617 0.0028748788719875355 0.0014278034320843939 0.0017317054325030664 0.0012327001426742611 0.0023816296136721475 0.0025239989016499352 0.0018612256783371104 0.0022661161343229272 0.0012384062297251981 0.00066675069949838817 0.001047529522911798 -0.00017152191029438425 0.0022288943465595869 0.0023085501305983502 0.00056904042309518946 0.0015734118387127503 0.0011471966306940756 0.0022238533953384621 0.0018643289010874576 0.0025075336821667096
leaf_weight=22 20 42 34 31 74 55 22 20 37 40 75 21 27 128 290 44 33 92 25 26 23 20 54 281 48 20 37 269 60 1151
leaf_count=22 20 42 34 31 74 55 22 20 37 40 75 21 27 128 290 44 33 92 25 26 23 20 54 281 48 20 37 269 60 1151
internal_value=0 0.00128734 0.00235632 0.00238805 0.00180388 0.00104953 0.00120338 0.00136562 0.00214213 0.00166446 0.00245001 0.00220699 0.00243286 0.00121859 0.00228243 0.0022469 0.00232846 0.0021454 0.00164293 0.00113715 0.000569115 0.000422401 0.00246778 0.00245978 0.000814027 0.00197473 0.00141823 0.00220143 0.00215829 0.00249505
internal_weight=0 590 2531 2420 186 404 306 216 487 111 1933 431 1858 174 350 410 323 112 56 154 98 75 1508 1486 90 42 77 373 329 1205
internal_count=3121 590 2531 2420 186 404 306 216 487 111 1933 431 1858 174 350 410 323 112 56 154 98 75 1508 1486 90 42 77 373 329 1205
is_linear=0
shrinkage=0.00154607


Tree=1802
num_leaves=31
num_cat=0
split_feature=1 1 12 39 2 12 133 4 4 0 3 0 16 2 133 14 133 2 156 130 483 48 48 3 1447 484 13 402 2 42
split_gain=11.2158 1.80951 1.36281 1.32297 1.0514 2.03147 0.965663 0.93128 0.750826 1.12816 0.860973 0.734579 1.00221 0.951963 0.725998 0.797427 0.756386 1.04307 0.689642 0.669482 0.715423 0.641441 1.03182 0.758839 0.676487 0.938392 1.21926 0.704293 1.24208 1.7995
threshold=0.10752500000000002 0.13707500000000003 1.0000000180025095e-35 0.056590000000000008 0.11362000000000001 0.089410000000000003 -1.0000000180025095e-35 -0.011559999999999999 -0.082249999999999976 -0.046359999999999991 0.092670000000000016 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.089405000000000012 0.078400000000000011 0.082925000000000013 0.093175000000000022 1.0000000180025095e-35 -0.076894999999999977 0.085510000000000017 0.092475000000000016 0.078735000000000013 -0.24210499999999999 -0.086059999999999984 0.064170000000000019 -0.0065549999999999992 0.10999000000000002 0.085155000000000022 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 8 -6 -5 18 21 10 14 12 -3 -13 15 16 -10 -18 -4 -2 -21 22 23 -1 -25 27 -27 28 29 -26
right_child=1 11 7 6 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0027121581751842192 -7.2231507569534708e-05 0.00026768370200255006 0.002509876612640005 0.0018482128803983778 -0.00012003498386686012 0.0014890985090090763 0.0009295966873596503 0.0011245983930960296 0.0016351760437535333 0.00043526506135126099 0.0010465926162901535 0.00043064366223344444 0.0017915951004266652 -0.00067201933589656397 0.0014699327188891548 0.0026732114596839658 0.001834607724378001 0.0028659911312375751 0.0013510040644354616 0.00077618216459164851 0.0015505611614539229 0.0010517766025894696 0.0028799814750928455 0.0026891632599224881 0.0019216280643871281 0.00012704727939637618 0.0018422689112324872 0.0010320556749285382 0.0016081272705095319 0.0031186056500247653
leaf_weight=23 20 24 27 39 23 144 112 101 845 20 60 95 20 25 376 22 216 28 25 218 35 26 24 20 193 20 22 28 252 38
leaf_count=23 20 24 27 39 23 144 112 101 845 20 60 95 20 25 376 22 216 28 25 218 35 26 24 20 193 20 22 28 252 38
internal_value=0 0.000853434 0.00102619 0.00162321 0.00165216 0.00126748 0.00116686 0.00140605 0.00168119 0.00162173 0.00163707 0.000404677 0.000960371 0.000200922 0.0016609 0.00172552 0.00170638 0.00195296 0.00195273 0.000813307 0.00088331 0.00182543 0.00185787 0.00181671 0.00178077 0.00174792 0.0010255 0.00180729 0.00185223 0.00211853
internal_weight=0 590 426 2531 2380 167 151 153 2213 1567 1547 164 44 120 1487 1111 1089 244 52 273 253 646 620 596 573 553 42 511 483 231
internal_count=3121 590 426 2531 2380 167 151 153 2213 1567 1547 164 44 120 1487 1111 1089 244 52 273 253 646 620 596 573 553 42 511 483 231
is_linear=0
shrinkage=0.00502775


Tree=1803
num_leaves=31
num_cat=0
split_feature=1 4 457 97 44 2 0 2 149 15 10 3 4 34 4 14 2 44 2 1 3 13 2 0 16 43 133 133 49 3
split_gain=9.08481 1.61215 1.17239 1.15146 1.13936 1.15199 1.09383 0.913622 0.86771 1.01433 1.25565 0.763862 1.26253 0.712193 0.888741 0.702286 0.972077 0.680323 0.675942 0.640015 0.628907 0.628729 0.580903 0.579412 1.14515 0.652453 0.708177 1.37337 0.598252 0.611969
threshold=0.10752500000000002 0.27287000000000006 0.079590000000000008 -0.0047149999999999996 1.0000000180025095e-35 0.097070000000000004 -0.14454499999999995 0.11982500000000001 0.07770500000000001 -0.43375999999999998 -1.0000000180025095e-35 0.092670000000000016 -0.031404999999999995 -0.038779999999999995 0.51303500000000013 0.076975000000000002 -0.13033999999999998 0.094585000000000016 0.10276500000000001 0.10439500000000002 -0.082484999999999989 1.0000000180025095e-35 0.12043500000000001 0.14486500000000005 0.15273500000000004 0.0010100000000000003 0.089595000000000022 0.076280000000000014 -0.039339999999999993 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 5 11 18 20 9 13 -11 15 -13 -3 -15 16 -5 -9 -7 -20 -2 22 -12 25 -25 26 27 28 -8 -30
right_child=1 8 -4 4 -6 6 23 17 -10 10 21 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00031850509630660675 0.0021371633718809202 -7.1389224249107501e-05 0.00020111808719213076 0.00066997730645319831 0.0026813781389186599 0.0016210885052010391 0.00075405864763419253 0.00045236501113593856 0.001556748941901712 -0.0011887567433703913 0.0011641887398090597 0.0017758639562172995 8.0001037886977852e-05 0.0017150012045326773 0.00064365332186994541 0.0022410364168807964 0.0016949396940754537 0.0016157992273468152 -0.0001797434871021135 0.0010297433931315985 0.0013128266962232913 -0.00054776894788236073 0.00019071656780295909 -9.2298070360195117e-05 0.0017861824763035067 0.0012093347113205453 0.0013365464557952601 0.0028553235452284625 0.0018936010280287915 0.00099052589308462374
leaf_weight=21 35 25 37 29 31 21 20 59 24 20 30 31 24 34 80 71 1696 21 26 28 154 20 51 20 20 135 135 35 161 27
leaf_count=21 35 25 37 29 31 21 20 59 24 20 30 31 24 34 80 71 1696 21 26 28 154 20 51 20 20 135 135 35 161 27
internal_value=0 0.000848034 0.00112758 0.00161294 0.00162377 0.00161054 0.0014051 0.00125501 0.000546835 0.000453613 8.19975e-05 0.00168024 0.00103585 0.000777105 0.000963178 0.00169998 0.00167771 0.000757766 0.000776031 0.000447398 0.00146548 0.000333632 0.000551262 0.00149042 0.000846942 0.0015406 0.0016589 0.00183799 0.0016668 0.0017639
internal_weight=0 590 306 2531 2510 2479 628 269 284 260 121 1851 55 139 114 1796 1725 80 75 54 189 101 81 553 40 513 378 243 208 188
internal_count=3121 590 306 2531 2510 2479 628 269 284 260 121 1851 55 139 114 1796 1725 80 75 54 189 101 81 553 40 513 378 243 208 188
is_linear=0
shrinkage=0.00555105


Tree=1804
num_leaves=31
num_cat=0
split_feature=1 2 0 106 48 150 2 51 1 14 44 11 148 1429 4 13 49 4 1420 3 157 16 16 52 16 42 475 133 51 49
split_gain=7.3688 2.0809 1.42354 1.26061 1.02251 1.30051 1.00964 0.924893 1.27213 0.791618 0.814632 0.996486 0.7422 0.728076 0.709899 0.663747 0.67535 0.649145 0.578335 0.735287 0.871608 0.5565 0.513699 0.722136 0.627337 1.37404 0.640751 0.568144 0.543061 0.527192
threshold=0.11829500000000003 0.10252500000000002 -0.13027499999999997 0.086340000000000014 -0.065739999999999979 0.094605000000000009 0.15361500000000003 -0.40274499999999996 0.16773500000000005 0.076175000000000007 1.0000000180025095e-35 0.08740500000000001 -0.066239999999999979 -0.087914999999999979 -0.033174999999999989 -0.093839999999999993 0.10347500000000003 0.42642000000000008 -0.083904999999999993 -0.15121499999999996 -0.23976499999999998 0.41553500000000004 0.013515000000000001 -0.13993999999999998 0.066275000000000014 0.085935000000000025 -0.086169999999999983 -1.0000000180025095e-35 -0.088764999999999983 -0.0087849999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 -3 17 15 -2 12 10 11 13 -9 -1 -14 -4 -17 -6 -15 -20 -21 -18 23 -22 25 -24 -26 -28 -25 -30
right_child=7 2 6 -5 5 -7 -8 8 -10 -11 -12 -13 14 18 -16 16 21 -19 19 20 22 -23 24 28 26 -27 27 -29 29 -31
leaf_value=0.0024286291826411911 0.0017336083725331764 0.0017708937045243689 0.00075912245172486377 0.00027778094851019946 0.00056656522600909316 -0.0007603820583990898 0.00014191162501115342 -0.00036696833517298498 -0.00086733754394827524 0.0021653447854389492 0.0027681431208029859 0.00026500043736543959 0.0014005413015017942 0.0023330526612592045 0.00058959359278003525 0.0016495284134581231 0.0004848755348862584 0.0017398576358230475 0.00072402982150439376 0.00052306326558262549 0.0022815540478306078 0.0014456731990272228 -0.00033540382923076794 0.00096870747165829561 0.0022595667284480881 0.0013856497030713185 0.0022018431445296103 0.0012387930996410955 0.0013566967073077097 0.0016716460240606243
leaf_weight=35 24 27 45 25 90 23 22 24 21 85 20 20 44 34 252 296 35 20 36 27 57 52 22 45 35 60 25 142 216 1262
leaf_count=35 24 27 45 25 90 23 22 24 21 85 20 20 44 34 252 296 35 20 36 27 57 52 22 45 35 60 25 142 216 1262
internal_value=0 0.00150656 0.00120295 0.00159286 0.000725709 0.000513528 0.00137264 0.000615854 0.000537185 0.00160836 0.00158511 0.00157337 0.000629357 0.00158648 0.00071014 0.0014359 0.00151542 0.000779891 0.00157145 0.00155801 0.00157389 0.00105915 0.00158911 0.00163057 0.00135845 0.000923904 0.00153485 0.00138296 0.00160621 0.00162562
internal_weight=0 2756 610 2146 160 133 450 365 341 2121 2036 2016 320 1996 296 428 383 110 1961 1927 1891 87 1864 1580 284 82 202 167 1523 1478
internal_count=3121 2756 610 2146 160 133 450 365 341 2121 2036 2016 320 1996 296 428 383 110 1961 1927 1891 87 1864 1580 284 82 202 167 1523 1478
is_linear=0
shrinkage=0.00589082


Tree=1805
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 14 2 1 1 1 0 150 47 1 1 1 2 11 2 13 4 52 50 1447 49 2 447 4
split_gain=564.538 85.4773 48.1582 39.8445 29.9536 28.8599 16.8244 15.3265 14.566 13.876 9.59535 8.40265 7.50663 7.24062 6.93166 6.67628 6.05719 5.97363 5.71344 4.14407 4.04087 3.67611 3.464 3.25229 3.06481 2.43594 2.36941 2.30423 2.27913 2.26589
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 0.27287000000000006 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.12765500000000005 0.089625000000000024 -0.10607499999999999 1.0000000180025095e-35 0.10019500000000002 0.12337000000000002 0.16175000000000003 0.13075500000000004 0.089885000000000007 1.0000000180025095e-35 -0.0091949999999999983 -1.0000000180025095e-35 0.061775000000000004 -0.088204999999999992 0.041865000000000006 -0.082869999999999985 -0.053364999999999996 0.11411 0.081385000000000013 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 14 11 13 -4 -8 18 -13 19 21 23 24 27 28 29 -14 -3 -16 -2 -6 -20 -11 -5 -1 -7
right_child=1 4 9 17 16 8 10 -9 -10 26 -12 12 20 -15 22 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0069895897220272072 0.0068606876179538225 0.0051642286686662481 0.0065422080143367894 0.005880957943526814 0.0043503941783266482 0.0066798666508010819 0.0051918927477958817 0.0075213603571119133 0.0057192944292063603 0.0056829805870967903 0.0044947084155021908 0.0060984125588663049 0.006146946057799323 0.0059048955354141994 0.006346052467211866 0.0058567020756007723 0.0036754473639279109 0.0046803703783480349 0.0071674516774118393 0.0070229505411054461 0.0067998734518667251 0.0056819633713218439 0.0055975029031212833 0.0063937335887488877 0.0049273247270948404 0.0067601698058833964 0.0051381277285360754 0.0053056194163487941 0.0065438753109515876 0.0064493817657450218
leaf_weight=1027 59 92 34 21 65 210 80 76 41 34 75 39 20 28 22 27 21 24 31 49 263 38 27 58 25 405 29 39 23 139
leaf_count=1027 59 92 34 21 65 210 80 76 41 34 75 39 20 28 22 27 21 24 31 49 263 38 27 58 25 405 29 39 23 139
internal_value=0 0.00534006 0.00678819 0.00603726 0.00498285 0.00682809 0.00519229 0.00690533 0.00651646 0.00582126 0.00485455 0.00687944 0.00667436 0.00659319 0.00548475 0.00648436 0.00435264 0.00527081 0.00692387 0.00664161 0.00675373 0.00531557 0.00593359 0.00662921 0.00451065 0.00678913 0.00543218 0.00550699 0.00697983 0.00658807
internal_weight=0 673 2448 228 445 2351 334 1884 467 97 155 1808 322 426 179 144 111 84 1486 398 283 130 49 117 90 436 63 60 1050 349
internal_count=3121 673 2448 228 445 2351 334 1884 467 97 155 1808 322 426 179 144 111 84 1486 398 283 130 49 117 90 436 63 60 1050 349
is_linear=0
shrinkage=0.00140032


Tree=1806
num_leaves=31
num_cat=0
split_feature=1 2 96 124 149 457 4 50 160 2 123 15 157 3 152 15 0 4 0 12 394 158 15 15 15 133 15 15 1213 1213
split_gain=7.82776 1.44651 1.26858 0.991133 0.96455 1.24533 1.07264 0.91454 0.900827 0.730181 0.669325 0.663039 1.05599 0.842135 0.818903 0.755702 1.95072 1.05866 1.24654 0.758527 0.994909 0.639879 0.638799 0.895639 1.04166 0.601825 0.849894 0.811351 0.84095 0.945913
threshold=0.10752500000000002 0.13754500000000003 0.084000000000000019 -0.076779999999999987 0.077335000000000015 0.094310000000000019 0.42051500000000003 0.086295000000000011 -0.067824999999999983 0.13501500000000002 0.08592000000000001 0.024640000000000006 -0.0091799999999999989 -0.053259999999999995 0.087525000000000006 -0.11033999999999998 -0.10836499999999999 0.076415000000000025 -0.15599999999999997 0.091625000000000012 -1.0000000180025095e-35 0.086290000000000019 -0.079929999999999987 -0.30407999999999996 -0.42198999999999992 -0.0061299999999999992 0.083490000000000023 0.087685000000000013 0.052820000000000013 0.13636500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 5 6 -2 22 -8 11 -1 14 -13 25 15 21 17 18 -17 20 -18 -5 23 24 -3 -14 -27 -28 -29 -30
right_child=1 7 -4 9 -6 -7 8 -9 -10 -11 -12 12 13 -15 -16 16 19 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0015636156407823651 0.0016374182145710322 0.00083516797453405647 0.00028508057407827873 0.002021594803905936 0.0025059933575042196 1.2902153260078981e-05 0.0015476030697142791 0.0014381465589826733 0.00049663448210437197 0.0011671984097825019 0.0004791055614894088 0.0032289575643528173 0.0021003134269435703 0.0029060909178668759 0.00062652907318900511 0.0012800513195618661 0.00068963248203464281 0.001776742646507888 -0.00024798433210942956 0.0016269994186708372 0.0020261565311300296 0.0029663547097787861 -0.0003191731034553662 0.0015602949444637651 -0.00073814457580225975 0.00088503686886246013 0.0022922036633122008 0.0018403615876305974 7.2785510922091678e-05 0.0018020194124203956
leaf_weight=94 226 40 40 175 25 24 49 37 67 48 25 24 491 33 20 44 20 45 32 324 575 29 33 26 23 32 123 353 21 23
leaf_count=94 226 40 40 175 25 24 49 37 67 48 25 24 491 33 20 44 20 45 32 324 575 29 33 26 23 32 123 353 21 23
internal_value=0 0.00110712 0.00128428 0.0018606 0.0013865 0.00131004 0.00140106 0.000626892 0.000940578 0.00188649 0.00133578 0.0019011 0.00200685 0.00197959 0.00180906 0.00182807 0.00176377 0.00106066 0.000636668 0.00185634 0.00198123 0.0021559 0.000380855 0.000640416 0.000260784 0.00195028 0.00181682 0.00187416 0.00174464 0.000976703
internal_weight=0 590 431 2531 391 366 342 159 116 2412 119 2364 1100 1076 1264 1244 1040 121 76 919 595 204 122 89 63 1043 552 520 397 44
internal_count=3121 590 431 2531 391 366 342 159 116 2412 119 2364 1100 1076 1264 1244 1040 121 76 919 595 204 122 89 63 1043 552 520 397 44
is_linear=0
shrinkage=0.00589082


Tree=1807
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 48 147 14 0 4 3 15 10 10 11 4 16 0 1 16 16 42 4 16 51 13 0 12 3
split_gain=6.41293 2.21138 1.73747 1.19305 1.11144 1.17221 0.911456 0.898543 0.902293 1.03681 1.78336 1.74 0.860501 0.759791 0.644427 0.620002 0.647029 1.29401 1.25149 1.20933 0.88634 0.944441 1.12914 0.578979 1.09193 0.716157 0.998531 0.832078 1.00712 1.48292
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.14779000000000003 0.091170000000000015 0.062655000000000016 -0.13455999999999999 0.0033150000000000007 -0.022174999999999997 -0.077219999999999983 -0.079859999999999987 -0.0087699999999999983 0.096970000000000015 -0.42529999999999996 0.19444000000000003 0.051010000000000007 0.081670000000000006 0.042200000000000008 0.083160000000000026 0.087075000000000014 0.0082450000000000006 -0.052894999999999991 0.11594500000000001 -0.0021749999999999994 -0.099059999999999995 -0.086254999999999984 -0.053259999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 14 6 7 8 9 10 11 -6 -12 -2 -1 16 17 -11 20 -19 23 22 -22 25 -25 27 -27 -18 -29 -30
right_child=3 -3 -4 -5 5 -7 -8 -9 -10 15 12 -13 -14 -15 -16 -17 18 19 -20 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.001455741898730853 -7.9131818260792198e-05 0.00068322466166015968 6.0663776486592626e-05 0.0020842315071753249 -0.00090383302067838548 0.0028934618051394581 0.00045810349122641774 0.00078832297675545586 0.0024191254751098463 0.0032971321782881368 0.0015545312898370654 0.0011903084966978263 0.0030937708796862471 0.00085120652590676407 -1.3486663502014325e-05 0.00072572599512389885 0.0029777681232033932 0.0006918981220507362 0.0007466912540934962 0.0022291106566612968 -0.00023348883417272597 0.0017034364009200363 0.0014401526743092797 0.0017670612656525706 0.00052582628645291528 0.0018369793894292476 0.0002857286919929997 0.00069885017099566152 0.0019380661180702385 0.0035748258341433644
leaf_weight=28 39 75 23 28 20 38 20 34 92 34 40 69 22 285 20 20 31 25 43 100 23 309 50 206 32 50 24 25 1294 22
leaf_count=28 39 75 23 28 20 38 20 34 92 34 40 69 22 285 20 20 31 25 43 100 23 309 50 206 32 50 24 25 1294 22
internal_value=0 0.00174203 0.0017715 0.000846211 0.00178623 0.00180348 0.00178746 0.00179783 0.00181139 0.00178846 0.00128675 0.000719715 0.00210071 0.000739221 0.000843563 0.00182158 0.00183124 0.00221579 0.00180225 0.00192167 0.00182422 0.00155235 0.000912841 0.00188589 0.00160017 0.00193291 0.00133387 0.00196522 0.00194182 0.00196543
internal_weight=0 2769 2694 352 2671 2623 2585 2565 2531 2439 151 89 62 324 48 2288 2268 159 2109 125 2066 382 73 1684 238 1446 74 1372 1341 1316
internal_count=3121 2769 2694 352 2671 2623 2585 2565 2531 2439 151 89 62 324 48 2288 2268 159 2109 125 2066 382 73 1684 238 1446 74 1372 1341 1316
is_linear=0
shrinkage=0.00625138


Tree=1808
num_leaves=31
num_cat=0
split_feature=1 2 106 374 48 3 13 4 33 51 43 1 0 155 475 475 482 1209 2 3 147 16 401 43 4 0 52 16 4 1453
split_gain=5.29062 1.47913 0.949817 0.940379 0.857287 0.800093 1.18964 0.777692 0.655022 0.663408 0.879402 0.860979 0.837416 0.723701 0.710428 0.764036 0.757074 0.749329 0.611595 0.885008 0.610322 0.683451 0.715011 0.904885 0.891975 0.980899 0.944955 0.817806 0.69768 0.759699
threshold=0.11829500000000003 0.10672500000000001 0.086340000000000014 0.083845000000000017 0.12737000000000001 0.31370500000000007 -0.47860499999999995 0.53859500000000016 0.083840000000000012 -0.13782999999999998 -0.085154999999999995 0.096325000000000008 -0.14116499999999996 0.099580000000000016 -0.088274999999999978 -0.085684999999999997 0.11816500000000001 0.082105000000000011 -0.0091949999999999983 -0.042499999999999989 0.089365000000000014 -0.097644999999999996 0.084905000000000022 -0.50775499999999985 -0.082769999999999982 -0.066089999999999996 0.093665000000000012 -0.089669999999999986 -0.0082299999999999995 -0.044999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 -2 7 -7 9 10 -1 13 -13 14 -11 -16 17 20 -14 -20 21 -17 23 -23 26 27 -25 -26 29 -29
right_child=5 3 -4 -5 -6 6 -8 -9 -10 11 -12 12 18 -15 15 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0033246510614488326 0.00097493453311703305 0.0014312577416841846 0.0004420969027008584 -7.6111200542563164e-05 0.00016834219344712039 0.0002798145975908585 -0.00069121352851097455 0.0018794020803965948 0.0027637531849820486 0.00084667601870302587 0.0019012154212196507 0.00052186263360802163 0.00067900187945370977 0.000495051125672008 0.0024915145081734562 0.0020024050533369456 0.0029051404897988344 0.0021505259511590143 0.001464943067084053 0.0028444222373995784 0.000756477262287749 0.00023708992443031334 0.0020304126420937719 0.001740286968159755 0.00086336075672326779 5.922330086287663e-05 0.0027279737925782464 0.00054156636169229509 0.0018980511157742305 0.0015236887046618289
leaf_weight=23 275 432 25 20 24 36 34 20 25 37 91 46 32 20 58 253 23 154 136 23 30 21 167 280 73 20 48 36 212 447
leaf_count=23 275 432 25 20 24 36 34 20 25 37 91 46 32 20 58 253 23 154 136 23 30 21 167 280 73 20 48 36 212 447
internal_value=0 0.00163401 0.00170286 0.00130425 0.00136479 0.000800732 0.000268446 0.000851096 0.00171683 0.0017051 0.0021884 0.00167906 0.00130965 0.00172565 0.00173889 0.00175701 0.00173286 0.00171737 0.00149938 0.00166449 0.00167534 0.00169305 0.00163302 0.00157466 0.00159983 0.0014812 0.00188483 0.00151823 0.00158701 0.00145049
internal_weight=0 2756 2280 476 456 365 90 56 2255 2230 114 2116 237 1879 1859 1822 1764 1741 191 159 1587 1557 1304 1137 1116 788 328 768 695 483
internal_count=3121 2756 2280 476 456 365 90 56 2255 2230 114 2116 237 1879 1859 1822 1764 1741 191 159 1587 1557 1304 1137 1116 788 328 768 695 483
is_linear=0
shrinkage=0.00650394


Tree=1809
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 9 44 1375 43 3 14 39 0 0 4 151 16 14 131 16 43 1 4 16 13 12 43 124 133 13
split_gain=4.41466 1.5405 1.27623 0.886457 1.03292 0.797416 0.999217 0.806084 0.959253 0.784799 0.734564 0.709663 0.843383 0.733882 1.5754 1.06428 0.707423 0.775053 0.764042 0.81266 0.691089 0.942529 0.690346 0.853334 0.681501 0.667578 0.917166 0.797467 0.837309 0.663387
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10620500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.16449999999999998 -0.073959999999999984 -0.13309499999999996 0.019675000000000002 0.098220000000000016 -0.062294999999999996 -0.11173999999999999 -0.018869999999999994 -0.087374999999999994 -0.54656499999999986 -0.47013499999999991 0.090030000000000013 -0.36241499999999999 -0.077044999999999988 0.081670000000000006 0.50194500000000009 -0.53943499999999989 -0.070304999999999992 0.087695000000000009 -0.11720999999999999 -0.076779999999999987 0.11269500000000002 0.084330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -5 -1 7 8 -7 22 11 13 -13 14 -9 -16 -11 -18 19 24 -17 -22 23 -2 -19 26 -15 -28 -29 -12
right_child=3 -3 -4 4 -6 6 -8 10 -10 16 29 12 -14 25 15 20 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00062821352568476836 0.0013162880084263749 6.9401929854652771e-05 0.00053700012529761889 0.0015838694281165256 0.00026511498857849017 0.0013872624251015924 0.0023769883144693 -0.00030193794251099054 -0.00033934990870151065 0.0012321433060517458 0.0021875946957297669 0.001292134890395587 -0.00027156735687057959 0.002301897926093888 0.00038500119770379268 0.00089089949592956511 0.0012053028933284578 -0.00039979329824899669 0.0010342026501730865 -0.00091579621710649801 0.0028407797471711339 0.0014254350004040352 0.0019091240029469208 -0.00032123444738842936 0.00063474734778109631 0.0013509030936469065 0.0006515903831848291 0.0015951640666941594 0.00058719105926808559 0.00095597861564387801
leaf_weight=48 27 33 64 65 32 26 38 27 21 25 75 33 20 57 37 38 22 45 22 38 25 53 22 20 47 1333 37 740 31 20
leaf_count=48 27 33 64 65 32 26 38 27 21 25 75 33 20 57 37 38 22 45 22 38 25 53 22 20 47 1333 37 740 31 20
internal_value=0 0.00135983 0.00137547 0.000656619 0.00114882 0.00139565 0.00140976 0.00139547 0.000615797 0.000478473 0.00140998 0.00138972 0.000702059 0.00140505 0.00103619 0.00127233 0.000287009 0.000151214 -1.35113e-06 -0.000176599 0.00155536 0.00187907 0.00103066 0.00061947 0.000128722 0.00143526 0.00156525 0.00151328 0.00155464 0.00192831
internal_weight=0 2756 2723 365 97 2659 2611 2573 47 268 2526 2431 53 2378 180 153 199 174 152 130 116 78 69 47 92 2198 865 808 771 95
internal_count=3121 2756 2723 365 97 2659 2611 2573 47 268 2526 2431 53 2378 180 153 199 174 152 130 116 78 69 47 92 2198 865 808 771 95
is_linear=0
shrinkage=0.00600863


Tree=1810
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 39 40 3 1375 2 12 12 16 394 3 52 13 0 160 128 128 3 15 52 48 0 4 13 403 1446
split_gain=3.58727 1.27 1.1007 0.826938 0.818728 0.692891 0.818362 0.677509 0.635412 0.864165 0.59982 0.771593 0.590561 0.766681 0.839376 0.65805 1.33437 0.894184 0.701336 0.648934 0.641079 0.753717 0.577094 0.576673 0.661276 1.23958 0.999927 0.635422 0.981214 0.691986
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10620500000000001 -1.0000000180025095e-35 -0.08440499999999998 0.42240500000000009 -0.16449999999999998 0.087675000000000017 -0.10022999999999999 -0.086254999999999984 -0.083539999999999989 -0.081744999999999984 -0.085784999999999986 0.5140450000000002 -0.0079349999999999993 -0.16360999999999995 -1.0000000180025095e-35 0.11170500000000001 0.084155000000000021 -0.088084999999999983 -0.46471999999999997 -0.56176499999999996 0.091545000000000015 -0.030209999999999997 -0.51253999999999988 -0.083764999999999992 0.24690500000000001 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 -7 10 9 -8 -2 -12 -10 14 -14 17 -17 18 -15 20 23 -22 -13 -19 26 -26 -25 28 29 -28
right_child=3 -3 -4 4 -6 6 8 -9 12 -11 11 22 13 15 -16 16 -18 19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0021919107560099248 0.0014222768892602324 0.00043622094591510402 -5.9286419093107678e-05 0.0013508348806094608 0.00023392499146520452 0.00054545356626299439 0.0015191572206023683 -0.00054077560212691144 0.0013965798196390673 -7.2530024923001961e-05 -0.00055268888028421604 0.001168872717369083 -0.0003135907332729295 0.0013936925619193754 0.0011342761988569613 0.0013745714852445056 -0.00053547465346212391 0.0017267287581615876 0.0028411009029692446 0.00043410894798014561 0.0013657646535622616 0.0025393869120065851 0.00038889880563641635 0.0021935098869163626 0.0010526095893813735 -0.00032284689791746109 0.0014301368936897141 0.0011194023653720224 0.00016818959390755734 0.0024752202341960313
leaf_weight=26 23 73 23 79 32 60 20 23 722 29 25 41 24 26 33 30 22 70 21 36 64 27 167 36 144 27 262 912 20 24
leaf_count=26 23 73 23 79 32 60 20 23 722 29 25 41 24 26 33 30 22 70 21 36 64 27 167 36 144 27 262 912 20 24
internal_value=0 0.00120276 0.00122381 0.000598792 0.00102884 0.00123501 0.00122547 0.000427696 0.00124148 0.000577138 0.000514707 0.000425119 0.0012545 0.0011968 0.000524648 0.00121907 0.000566475 0.0012394 0.00204041 0.00121619 0.00123394 0.00171398 0.000542644 0.00120472 0.00117908 0.000835432 0.00122594 0.00119734 0.00142962 0.00151784
internal_weight=0 2731 2658 390 111 2635 2609 279 2549 49 256 233 2500 1778 57 1721 52 1669 47 1622 1586 91 208 1495 1425 171 1254 1218 306 286
internal_count=3121 2731 2658 390 111 2635 2609 279 2549 49 256 233 2500 1778 57 1721 52 1669 47 1622 1586 91 208 1495 1425 171 1254 1218 306 286
is_linear=0
shrinkage=0.00589082


Tree=1811
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 2 4 11 47 0 52 1 12 11 49 124 1 4 43 51 2 11 16 16 1
split_gain=230.598 29.894 25.8381 14.9183 13.9757 11.1031 8.90287 8.54405 8.44542 7.78681 5.87975 5.65568 4.90301 3.65758 3.41067 3.33505 4.12531 3.30889 3.15993 3.11826 3.00151 2.87869 2.56441 2.49553 2.39841 2.30715 2.26005 2.70306 2.24466 2.08695
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.090455000000000021 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.11389000000000002 0.033845000000000007 1.0000000180025095e-35 0.077555000000000013 -0.11173999999999999 1.0000000180025095e-35 0.10124500000000002 0.13597000000000004 0.080150000000000013 -0.012034999999999999 -0.072314999999999977 0.12958500000000003 -0.033174999999999989 -0.083269999999999997 -0.10056999999999998 0.31358000000000003 0.080455000000000013 -0.073404999999999984 -0.4714549999999999 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 7 12 29 -6 21 13 17 14 24 28 16 20 26 -14 -2 -10 -9 -11 -18 -1 -7 27 -8 -4 -3
right_child=1 5 6 -5 8 25 11 9 15 22 -12 -13 18 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024626989142614024 0.0015175033945791568 0.0011552287513587976 0.0022357584656503638 0.0012083878803912449 0.0023127539112353444 0.0007551551619047667 0.0023146266706985611 0.0022064772139883714 0.0013329579651553893 0.001612783619198634 0.0014269408873719162 0.0019341254615655942 0.0029811956471996852 0.0026158797171774301 0.0023398923510690312 0.0019725332858419936 0.0014787281507703065 0.001752685782144957 0.0024341096841825954 0.0021275784345264255 0.0019406548411678754 0.0014724322756431755 0.0011077383538980294 0.00095249903543170964 0.0020343446063020732 0.00028460610634909931 0.0024801746306382967 0.0021357891674413363 0.0015943158298040894 0.00067302908338729784
leaf_weight=31 20 24 23 74 28 84 285 22 30 23 22 169 37 33 1036 23 30 29 47 92 34 20 138 43 148 27 67 396 20 66
leaf_count=31 20 24 23 74 28 84 285 22 30 23 22 169 37 33 1036 23 30 29 47 92 34 20 138 43 148 27 67 396 20 66
internal_value=0 0.00123174 0.00220388 0.00169628 0.00188758 0.00101786 0.00226717 0.00116075 0.00160327 0.00131997 0.002116 0.00216629 0.00234922 0.0021875 0.00232385 0.00147912 0.00139628 0.00221678 0.00267509 0.00201864 0.0016558 0.00185693 0.00117989 0.00116876 0.00210853 0.000640697 0.00223478 0.00221063 0.00193741 0.000801616
internal_weight=0 590 2531 186 422 404 2109 293 188 203 234 946 1163 212 1079 160 137 777 84 112 64 42 161 73 179 111 748 681 43 90
internal_count=3121 590 2531 186 422 404 2109 293 188 203 234 946 1163 212 1079 160 137 777 84 112 64 42 161 73 179 111 748 681 43 90
is_linear=0
shrinkage=0.00140032


Tree=1812
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 11 43 2 0 9 0 16 4 3 12 13 1 4 4 42 15 160 15 1 43 13 15 4 43 3
split_gain=3.64983 1.27711 1.02947 0.734738 0.744144 0.679725 1.33972 0.884258 1.5028 0.965821 0.76109 1.16205 0.909995 0.637923 0.760951 0.821081 1.67117 0.614122 0.573696 0.555902 0.701253 0.660535 0.566662 0.650174 0.536588 0.519986 0.5146 0.511163 0.64227 1.18626
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10600500000000002 1.0000000180025095e-35 -0.23714499999999997 -0.0091949999999999983 -0.07384499999999998 -0.08477999999999998 -0.10836499999999999 -0.0092699999999999987 -0.0073899999999999999 -0.13309499999999996 0.10016000000000001 -0.117405 0.14627000000000004 0.41257000000000005 0.40945500000000007 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11033999999999998 0.087325000000000014 0.035560000000000008 -0.42195999999999995 -0.46471999999999997 0.022185000000000003 -0.50216499999999986 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 7 -7 8 -1 -10 11 19 -13 18 15 -15 17 -17 -2 20 22 -21 -9 -24 -8 -3 -19 28 -12 -30
right_child=3 25 -4 4 -6 6 24 10 9 -11 27 12 -14 14 -16 16 -18 26 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018451154798848368 0.00028272081505440003 0.00095330652860961724 1.0210405161420433e-06 0.0013844012843457153 0.00028650476205377938 0.00044860837047917991 0.0017159470654918353 0.0016962237865548204 0.00085806043001528446 -0.00079692262926697884 0.0021202068095068365 0.0008388528882497645 -0.00073046615368141301 0.0012003770590687803 -0.00083664229928364438 -0.00046746575224011387 -0.0014371695346868105 0.0012420183327791713 0.0014277980361997059 0.0014235326587856637 0.0022477198243700505 -5.0893653744319593e-05 -4.5065215058592845e-05 0.0012405482631859515 0.002651296965750418 -8.3651517259480829e-05 0.00035057732277293531 0.0010841250161601067 0.00057129272789832608 0.0013849987449992571
leaf_weight=26 27 39 23 78 33 29 130 47 27 26 42 35 23 40 20 22 20 37 42 21 29 25 22 45 28 34 71 267 70 1743
leaf_count=26 27 39 23 78 33 29 130 47 27 26 42 35 23 40 20 22 20 37 42 21 29 25 22 45 28 34 71 267 70 1743
internal_value=0 0.00127007 0.00129204 0.000636254 0.001058 0.00130331 0.00165946 0.0012761 0.000638236 4.61819e-05 0.00129737 0.000975387 0.000216537 0.000468463 0.000300477 0.000420174 0.00021212 0.000465857 0.000979724 0.00120826 0.00139678 0.000622214 0.00118031 0.000818407 0.00188171 0.00047034 0.000655978 0.00133485 0.00137094 0.00135358
internal_weight=0 2731 2658 390 111 2635 187 2448 79 53 2369 247 58 279 210 190 150 130 69 189 143 46 114 67 158 73 108 2122 1855 1813
internal_count=3121 2731 2658 390 111 2635 187 2448 79 53 2369 247 58 279 210 190 150 130 69 189 143 46 114 67 158 73 108 2122 1855 1813
is_linear=0
shrinkage=0.0061288


Tree=1813
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 12 4 2 4 2 4 11 12 47 0 49 14 11 11 16 49 47 16 1 16 1 151 3
split_gain=247.892 31.4403 26.6892 15.3306 14.4 12.5914 9.85208 9.16025 7.918 6.89748 6.76176 4.8996 4.57815 4.36578 3.88128 3.75121 3.21802 3.19382 2.99187 2.9801 2.94447 3.29793 2.86765 2.82045 3.16459 2.61893 2.50587 2.39425 2.35088 2.32895
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.090285000000000018 -0.17966999999999997 0.10803500000000001 0.033845000000000007 0.11389000000000002 -0.033174999999999989 1.0000000180025095e-35 0.13597000000000004 0.091680000000000011 -0.11242999999999999 -0.012034999999999999 0.062655000000000016 0.080150000000000013 0.080455000000000013 0.0028900000000000006 -0.085174999999999987 0.077555000000000013 -0.013024999999999998 0.12958500000000003 -0.090344999999999995 0.16175000000000003 -0.059889999999999992 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 6 -3 13 -6 25 14 18 -11 16 20 22 -4 -2 23 -15 21 -9 -10 24 -1 -8 -24 -7 -28 -23
right_child=1 5 7 -5 8 27 9 10 15 12 -12 -13 -14 19 -16 -17 -18 -19 -20 -21 -22 29 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0017947428308654832 0.0014355576512277562 0.00067174266286225295 0.0018501054199280306 0.0011150723476278123 0.0022348976700991992 0.00060154362763852444 0.002095041313842346 0.0022339107266360751 0.0017995282899098326 0.001694994067131819 0.0018674009402964691 0.0014249225361062025 0.0010066880122507017 0.0029306503002418036 0.0016674770646549267 0.00186465496043992 0.0023032661439323821 0.0020653280024918153 0.00263167819743702 0.0023887338580970896 0.002485856042749748 0.0015541590909555895 0.0014769650023106786 0.0024630367323342619 0.0021953129163148595 0.0013808948883423633 0.0012803125544139989 6.594154555080856e-05 0.000730393440372108 0.0020682205649460816
leaf_weight=79 20 90 33 74 28 90 22 503 20 23 171 22 138 37 29 30 1024 92 22 47 67 20 43 32 82 20 35 21 29 178
leaf_count=79 20 90 33 74 28 90 22 503 20 23 171 22 138 37 29 30 1024 92 22 47 67 20 43 32 82 20 35 21 29 178
internal_value=0 0.00113362 0.00216171 0.00161955 0.00183382 0.000909894 0.0010651 0.00222732 0.00153518 0.00123949 0.00212512 0.00206693 0.00110502 0.00231403 0.00218042 0.0014104 0.00228912 0.00195287 0.00213263 0.00262744 0.00219979 0.00217244 0.00130309 0.00207574 0.00199876 0.00175497 0.0012103 0.000500214 0.00103113 0.0020163
internal_weight=0 590 2531 186 422 404 293 2109 185 203 968 237 161 1141 797 157 1057 112 215 84 768 701 127 193 161 42 107 111 64 198
internal_count=3121 590 2531 186 422 404 293 2109 185 203 968 237 161 1141 797 157 1057 112 215 84 768 701 127 193 161 42 107 111 64 198
is_linear=0
shrinkage=0.00142833


Tree=1814
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 14 1 457 2 4 1 50 1 1 475 2 2 2 0 1 4 49 1 11 4 1 52
split_gain=274.396 33.4106 28.6866 17.8135 15.4483 13.6048 10.5839 8.11477 7.647 7.27074 6.33915 6.88565 5.75771 5.06586 4.06538 3.23761 3.15236 3.08102 3.06171 3.00296 2.85451 3.27936 2.33268 2.2474 2.08377 2.03054 1.93391 1.89279 1.82209 1.72618
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.076175000000000007 0.09253500000000002 0.080930000000000016 0.14122000000000004 -0.062539999999999984 0.089625000000000024 0.089465000000000017 0.122715 0.13436000000000001 -0.066784999999999983 0.088850000000000012 0.31358000000000003 0.090425000000000019 -0.075934999999999989 0.12000500000000001 -0.51843499999999987 -0.054319999999999993 0.10538500000000002 0.075910000000000019 -0.008819999999999998 0.13075500000000004 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 15 6 22 -8 13 -4 11 17 -9 18 20 27 -14 -5 29 -7 21 -15 -3 -20 -11 -19 -10 -2 -6 -1
right_child=1 5 9 10 28 19 7 12 26 24 -12 -13 16 14 -16 -17 -18 25 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028773044144026557 0.0027899418741161018 0.0014753794434215792 0.0025339264096360375 0.002876001958779276 0.0017307680680053337 0.0010304957009590822 0.0024336515106629943 0.0023019669759560854 0.0028961787394300373 0.0019439655133756332 0.0018612970379909537 0.0019458245105659848 0.0015592933296785427 0.002655833558935014 0.0028153942746853814 0.0020167604551471611 0.00095170788163739545 0.0025560447920755605 0.0032176328795606463 0.00046080124530814716 0.0020462076413454264 0.0021605311455158778 0.00093437778913192443 0.0027102320814832667 0.0014546744389352417 0.0020681953036268286 0.0034107317315096972 0.0023371298538079808 0.0012326443765190618 0.0024561603922353551
leaf_weight=931 47 24 34 67 50 84 28 21 23 40 34 41 132 146 139 29 22 325 20 27 28 37 66 533 37 20 54 36 24 22
leaf_count=931 47 24 34 67 50 84 28 21 23 40 34 41 132 146 139 29 22 325 20 27 28 37 66 533 37 20 54 36 24 22
internal_value=0 0.00157492 0.00270028 0.00273416 0.00209609 0.00133497 0.00150282 0.00169088 0.00279815 0.00196158 0.00248015 0.0025266 0.00157203 0.00277911 0.00261807 0.0024442 0.0014725 0.00258439 0.00281654 0.000891921 0.00248808 0.00255569 0.00107864 0.00272858 0.00170885 0.00252776 0.00325703 0.00259354 0.00156921 0.00286758
internal_weight=0 590 2531 2420 186 404 293 203 1933 111 487 453 175 1856 350 112 154 412 1506 111 211 183 90 553 77 345 77 83 74 953
internal_count=3121 590 2531 2420 186 404 293 203 1933 111 487 453 175 1856 350 112 154 412 1506 111 211 183 90 553 77 345 77 83 74 953
is_linear=0
shrinkage=0.00148603


Tree=1815
num_leaves=31
num_cat=0
split_feature=1 12 483 132 1375 9 43 4 3 3 51 1 43 12 1 123 4 0 151 131 48 160 12 3 1447 15 159 47 456 3
split_gain=4.83808 1.31246 1.07657 0.932864 0.991843 0.90374 0.715279 1.32315 0.891461 0.73764 0.675166 0.863661 0.648131 0.72592 0.611571 0.6039 0.60064 0.608855 0.942674 0.868507 0.78134 1.5608 0.827507 1.27035 0.90954 0.900129 0.765658 1.04601 0.633921 0.588506
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 0.092395000000000019 -0.27302499999999996 0.081890000000000004 -0.078654999999999989 1.0000000180025095e-35 0.12178000000000001 -0.0069549999999999994 -0.40274499999999996 0.16773500000000005 -0.085594999999999991 -0.086254999999999984 0.10984500000000001 0.12294500000000001 0.053180000000000012 -0.086284999999999987 -0.088054999999999981 0.077555000000000027 0.092475000000000016 -0.059339999999999997 0.083935000000000023 -0.087429999999999994 -0.083249999999999977 0.088495000000000018 -0.041644999999999995 1.0000000180025095e-35 0.083075000000000024 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 16 7 12 29 -9 -2 15 13 -6 -10 -12 17 18 28 -20 22 -22 23 -19 25 -24 -21 -28 -3 -8
right_child=10 5 3 -5 6 -7 8 9 14 -11 11 -13 -14 -15 -16 -17 -18 20 19 26 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024051465596025643 0.0016546884414958176 0.00017515350395286137 -6.1728891952629543e-05 -5.3413537406911579e-05 0.00085437541673664974 0.002537284508557355 0.00057410465211228559 0.00074728307484720131 -0.00014535039284645294 -0.00082710194758801902 0.00075688583529568657 -0.000568392208295559 0.00074680043114649843 0.0022449461913635793 0.0011663344153375877 -0.00032145900531801492 0.0012021193041087518 0.0015463399300031074 0.0016474081606084349 0.0013591700622511017 -0.00055281166732106099 0.00141754741224978 0.0032426122505445692 -0.00021801570960714906 0.0014695704763025147 0.0016314508039729668 0.0034723338311672776 0.0017473997052255704 0.00155618148793368 0.0015754926839040017
leaf_weight=24 24 24 23 24 23 29 23 22 21 21 300 21 53 33 33 20 266 34 449 20 21 47 21 26 1143 31 30 22 24 269
leaf_count=24 24 24 23 24 23 29 23 22 21 21 300 21 53 33 33 20 266 34 449 20 21 47 21 26 1143 31 30 22 24 269
internal_value=0 0.00141674 0.00115968 0.00110483 0.00115818 0.00148363 0.00121453 0.000870956 0.00136546 -2.16026e-05 0.000680583 0.000612024 0.00122307 0.00167382 0.000656235 0.000689489 0.00146947 0.00150705 0.00167141 0.00174565 0.00143637 0.000809054 0.00147036 0.000781786 0.00150493 0.00228211 0.00235828 0.00274255 0.000865667 0.00149662
internal_weight=0 2756 569 545 521 2187 498 152 346 43 365 341 109 56 54 320 2158 1892 569 521 1323 68 1255 60 1195 52 72 52 48 292
internal_count=3121 2756 569 545 521 2187 498 152 346 43 365 341 109 56 54 320 2158 1892 569 521 1323 68 1255 60 1195 52 72 52 48 292
is_linear=0
shrinkage=0.00600863


Tree=1816
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 16 49 1 0 4 50 1 4 1 1 2 0 1 2 1 2 2 16 484
split_gain=473.909 74.8361 38.161 35.0554 23.2472 22.9439 15.4172 12.0893 11.7222 11.0974 10.6323 7.56778 6.7452 6.57075 5.36484 5.12841 4.082 3.98756 3.62196 3.82562 3.47346 3.47268 3.22848 3.22508 3.04822 2.9818 2.60654 2.5324 2.38267 2.33902
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.10613000000000002 -0.52595999999999987 -0.054984999999999992 0.089625000000000024 -0.10607499999999999 -0.062539999999999984 0.086295000000000011 0.13075500000000004 -0.013125 0.076935000000000017 0.12000500000000001 -0.0091949999999999983 -0.019414999999999998 0.13288500000000003 0.089525000000000007 0.122715 0.31358000000000003 0.11411 -0.43320999999999993 0.015535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 20 13 11 -4 -8 -7 -2 24 -15 -12 26 27 19 22 -3 -16 -13 -17 -1 -14 -6 -5 -20 -30
right_child=1 4 9 17 16 8 10 -9 -10 -11 15 18 25 14 21 23 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025279282796983123 0.0012629136704351777 0.00058164318051571562 0.0020897619645675416 0.0014226761432724699 -0.00015124087581633124 0.0012423121968564666 0.0015006409135297305 0.0031009415068998106 0.0013576662467742527 0.00097183028206411005 0.0014192272305277645 0.002301261128677368 0.0023080025594699079 0.0016183576185678475 0.0016667397874889616 0.00069598564113867165 0.0004286980284755266 0.00022059415818124329 0.0024371175016891572 0.0025898811877766055 -6.551776467678194e-05 0.0023486668185415381 0.0017886671009802136 4.6483786150526861e-05 0.0023593339021363256 0.0016543446514565826 -0.00076064542547827566 0.00074342923982651595 0.0019171169586460384 0.002360775999629625
leaf_weight=1013 23 30 34 21 64 21 54 71 48 63 22 156 100 32 20 140 23 24 36 93 66 260 38 22 362 21 24 39 165 36
leaf_count=1013 23 30 34 21 64 21 54 71 48 63 22 156 100 32 20 140 23 24 36 93 66 260 38 22 362 21 24 39 165 36
internal_value=0 0.000838813 0.00233301 0.00157348 0.000462401 0.00237301 0.00067019 0.00246349 0.00210477 0.00136368 0.000885371 0.00217057 0.00204575 0.00243666 0.00223005 0.000704802 -0.000162837 0.00076386 0.00220777 0.00232692 0.00013672 0.00229996 0.00220086 0.000607782 0.00248354 0.00219456 -0.000317442 0.000981166 0.0020635 0.00199658
internal_weight=0 673 2448 228 445 2351 334 1758 593 97 238 545 144 1687 312 184 111 84 524 287 96 280 194 162 1375 121 88 60 237 201
internal_count=3121 673 2448 228 445 2351 334 1758 593 97 238 545 144 1687 312 184 111 84 524 287 96 280 194 162 1375 121 88 60 237 201
is_linear=0
shrinkage=0.00157699


Tree=1817
num_leaves=31
num_cat=0
split_feature=4 3 9 40 149 44 48 160 4 147 51 133 2 43 2 13 12 3 1212 16 12 47 12 1429 403 51 43 3 12 13
split_gain=5.3198 1.60441 1.41926 1.13635 0.949673 0.886735 1.1123 0.886402 0.701137 0.880373 0.793453 0.682598 1.15381 0.676994 0.655535 0.782045 1.01603 0.77927 0.76074 1.23614 0.637749 0.562277 0.581111 0.561534 0.537351 0.55433 0.5262 0.728703 0.655417 0.5602
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 0.07770500000000001 0.081805000000000017 0.14871000000000004 0.079055000000000014 -0.081224999999999978 0.094075000000000006 -0.20636999999999997 -0.24169999999999997 0.25063000000000007 0.10366000000000002 0.084055000000000005 0.05868000000000001 0.091545000000000015 -0.091869999999999993 0.091580000000000009 -0.08231999999999999 0.088305000000000008 0.085270000000000026 0.09857500000000001 -0.086994999999999989 -0.23730999999999999 0.020580000000000005 -0.072864999999999985 -0.010424999999999999 -0.07983999999999998 -0.071554999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 11 6 8 -1 10 23 -4 -2 13 26 15 16 17 -12 21 -20 -19 22 24 -10 -16 -26 27 -13 -28 -30
right_child=4 -3 3 -5 -6 -7 -8 -9 9 -11 14 12 -14 -15 18 -17 -18 20 19 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.00031999966308851515 0.0019130810161468129 0.00064718200699878626 0.0033253189197311734 0.00038428040516187614 0.0020420532651386812 0.0028836680458047734 3.5965434768226194e-05 0.0016843653168891219 0.0025060885286826559 0.00016204455312737877 0.0030716059212325042 0.00088660921097769821 -0.0011526542781400441 -0.00056620862192064564 0.001249844125882097 0.0012199136992773819 0.003849528169121149 0.0021823659578600182 0.0021230225471122509 -0.00022984901995142001 0.00079417481034319622 0.00069136268294250382 0.0012369230879763925 0.00168605670571872 0.0019700943057142013 0.0027032147347557781 0.0021310731114304276 -0.00045328552712898255 0.0001334124140591842 0.0011193214020697795
leaf_weight=29 21 75 22 32 28 38 20 20 46 20 43 51 20 22 44 33 24 92 23 25 22 21 59 1716 297 68 24 38 44 104
leaf_count=29 21 75 22 32 28 38 20 20 46 20 43 51 20 22 44 33 24 92 23 25 22 21 59 1716 297 68 24 38 44 104
internal_value=0 0.00170386 0.00173327 0.00175616 0.000747898 0.00177296 0.00175657 0.000498108 0.00177003 0.00169012 0.00195426 0.000636057 0.000547551 0.000667707 0.00191409 0.00225689 0.00244595 0.00223139 0.00177749 0.000897569 0.00191447 0.00186386 0.00191647 0.00170747 0.0020145 0.00210668 0.000771715 0.000314519 0.00100829 0.000826213
internal_weight=0 2769 2694 2645 352 2613 2575 49 2555 1782 773 324 303 283 751 214 181 157 537 48 114 489 468 1762 409 365 261 89 172 148
internal_count=3121 2769 2694 2645 352 2613 2575 49 2555 1782 773 324 303 283 751 214 181 157 537 48 114 489 468 1762 409 365 261 89 172 148
is_linear=0
shrinkage=0.00732449


Tree=1818
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 159 4 3 11 12 11 52 2 3 47 2 150 2 1 0 4 3 11 16 39 43 3
split_gain=226.236 29.0909 24.169 18.6949 13.2544 8.93958 8.89509 8.64157 8.29455 5.59971 5.22569 4.8122 4.34671 3.76232 3.74229 3.96362 5.41324 3.56293 3.22663 3.48973 2.95094 2.77229 2.73402 2.71822 4.67931 2.43996 3.05266 2.356 2.17518 1.79803
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.09253500000000002 0.13075500000000004 -0.16363499999999997 0.090285000000000018 0.082585000000000006 0.033845000000000007 -0.11171999999999999 1.0000000180025095e-35 0.13597000000000004 0.080150000000000013 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 0.077555000000000013 0.14285500000000004 1.0000000180025095e-35 0.11411 0.16540500000000002 -0.11242999999999999 -0.064054999999999987 0.092670000000000016 0.080455000000000013 -0.066924999999999985 0.088025000000000006 -0.013199999999999998 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 10 27 -6 11 18 12 -1 22 25 -13 15 16 -8 23 19 28 -2 -7 -4 -12 -25 26 -9 -3 -5 -30
right_child=1 5 7 8 6 21 14 9 -10 -11 17 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0014980245978743574 0.0020855497589078089 0.0012474379735888642 0.0019016615275485056 0.0013311775161013507 0.0022930177885685204 0.00069064934370072369 0.0012836111970313891 0.0022965107421467012 0.00076644500236151185 0.001914710843244327 0.002362370992210947 0.0030242126337756913 0.0016515791612454326 0.0024031359463039079 0.0019939644467867976 0.0010415296204747098 0.0020977808101010505 0.002618414068549338 0.00091364170878110854 0.0011829221783182442 0.0014680916239851339 0.0001201514493982357 0.0023277097304776266 0.002109215805150417 0.0013663990824114938 0.0024917871090150423 0.0021042274410714235 0.00081101917885719214 0.0021693976078880207 0.0016213443290837878
leaf_weight=27 92 97 33 22 31 130 52 352 58 171 56 37 29 47 22 54 26 33 22 41 20 21 1024 99 22 67 349 36 24 27
leaf_count=27 92 97 33 22 31 130 52 352 58 171 56 37 29 47 22 54 26 33 22 41 20 21 1024 99 22 67 349 36 24 27
internal_value=0 0.00118969 0.0021915 0.00150135 0.00187323 0.000853894 0.00158099 0.00225518 0.00122774 0.00215393 0.00210135 0.00234108 0.00220526 0.00267671 0.00143766 0.00134494 0.001555 0.00217892 0.00142447 0.00152305 0.00197529 0.000611309 0.00231441 0.00209698 0.00197416 0.00222617 0.00220078 0.00112931 0.00171408 0.00187925
internal_weight=0 590 2531 306 422 284 185 2109 194 968 237 1141 797 84 154 132 78 210 136 114 112 151 1057 177 121 768 701 133 73 51
internal_count=3121 590 2531 306 422 284 185 2109 194 968 237 1141 797 84 154 132 78 210 136 114 112 151 1057 177 121 768 701 133 73 51
is_linear=0
shrinkage=0.00145689


Tree=1819
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 4 2 2 4 1 2 14 11 49 2 1 4 40 15 1 1 1 3 12 1 133 47 3 0
split_gain=276.14 47.788 21.2948 20.3934 16.2786 13.4023 12.6938 11.5806 8.95355 10.3378 8.82681 7.48451 6.11386 4.9113 4.61628 3.22458 3.22112 5.39431 2.94051 2.84201 2.82453 2.76815 2.52088 2.28688 2.51126 2.22111 2.62011 2.09866 1.80265 2.26471
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.36766000000000004 0.089885000000000007 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 0.13754500000000003 0.062655000000000016 1.0000000180025095e-35 -0.054984999999999992 0.094835000000000017 0.088975000000000012 -0.087894999999999987 -0.077714999999999992 -0.053579999999999996 0.13436000000000001 0.16175000000000003 0.090540000000000023 -0.116045 0.095780000000000018 0.13075500000000004 -1.0000000180025095e-35 0.090280000000000013 -0.07359499999999998 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 14 5 18 7 12 -7 -10 15 13 22 16 -2 -1 23 -18 -3 -17 -11 -6 28 -9 -25 26 -5 -16 29 -4
right_child=1 4 6 25 21 8 -8 11 9 20 -12 -13 -14 -15 27 19 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0027282681977462264 0.0017013384104782154 0.0010937768723862373 0.0026803032449178401 0.0011182458303547131 0.00074704454841505608 0.0022626362321734564 0.0013424782574497707 0.0020840134948970634 0.0022051676030334327 0.0013146948344005167 0.0015414765164422735 0.0017526766831733158 0.003115321416844721 0.0028141281404726647 0.0026195194788685219 0.0023717351060969795 0.0025886607812459547 0.0016654990511585678 0.00056570802189766364 0.0016447001176584969 0.00073650836603367297 0.00013588687810574032 0.0024782641623546896 0.002542599618544888 0.0023557781259397072 0.0009921870193281316 0.0017724433655726764 0.0022298108432965342 0.0024324185664967241 0.0022183175943076253
leaf_weight=26 24 47 981 22 90 30 20 39 30 165 67 37 60 77 64 30 26 33 50 21 22 21 235 381 292 24 39 63 80 25
leaf_count=26 24 47 981 22 90 30 20 39 30 165 67 37 60 77 64 30 26 33 50 21 22 21 235 381 292 24 39 63 80 25
internal_value=0 0.00142321 0.00250913 0.00197669 0.00113614 0.001299 0.00254475 0.00255536 0.00148649 0.00137918 0.00194378 0.00242 0.0026421 0.00244911 0.00231099 0.00229384 0.00241266 0.00207232 0.000821576 0.00207237 0.00124667 0.00063142 0.00262061 0.00244086 0.00246154 0.00138281 0.0015365 0.0024262 0.00265141 0.00266882
internal_weight=0 691 2430 236 455 344 2286 2266 247 217 144 885 1381 848 151 77 771 59 97 51 187 111 1321 712 673 85 61 127 1086 1006
internal_count=3121 691 2430 236 455 344 2286 2266 247 217 144 885 1381 848 151 77 771 59 97 51 187 111 1321 712 673 85 61 127 1086 1006
is_linear=0
shrinkage=0.00151575


Tree=1820
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 14 1 4 2 1 2 1 1 2 4 2 50 475 1 2 1 49 1 4 52 0 133
split_gain=349.907 42.9425 37.1832 21.4385 21.1353 16.9594 11.696 9.37631 9.23565 9.13887 8.71501 10.156 5.99583 4.70757 4.35157 4.28349 4.19451 4.02971 3.51669 3.21429 3.20502 3.15265 2.94414 2.67816 2.40894 2.25593 2.15215 2.14721 2.55165 2.05241
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.076975000000000002 0.09253500000000002 0.36766000000000004 0.14122000000000004 0.089625000000000024 -0.0091949999999999983 0.122715 0.12958500000000003 0.090425000000000019 -0.033174999999999989 0.089525000000000007 0.041865000000000006 -0.066784999999999983 0.104035 0.31358000000000003 0.12000500000000001 -0.054319999999999993 0.13075500000000004 -0.008819999999999998 -0.54906499999999991 -0.030209999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 14 6 23 15 12 -4 11 20 18 -14 26 -8 -15 -9 -1 22 -5 27 -7 -3 -11 29 -2 -22 -29 -6
right_child=1 5 9 10 25 19 7 17 -10 24 -12 -13 13 16 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0069102833705561991 0.0068452307290493572 0.0054449179347664254 0.0065539394146379177 0.0069098904190085771 0.0053696434212803547 0.0048534714201951597 0.0066664234895597481 0.0060397550177057717 0.0073260454060459085 0.0059204869328574068 0.0058207271707627316 0.0059013175831110608 0.006098005477877845 0.0067604972126276384 0.0060177686243545773 0.0057710089749119387 0.0062336157105343801 0.0054066534114102583 0.0067661256113840072 0.0052526466745893025 0.0070345151233544888 0.0060643521347743534 0.004274515683168249 0.0048986716688759376 0.0054247461314339308 0.0051674170931673121 0.006390240128984136 0.0066288561177177104 0.0062315307743401292 0.0059411929531587417
leaf_weight=1015 47 24 34 68 22 61 22 23 75 40 33 41 27 290 29 20 33 138 493 26 22 22 24 66 37 24 36 265 36 28
leaf_count=1015 47 24 34 68 22 61 22 23 75 40 33 41 27 290 29 20 33 138 493 26 22 22 24 66 37 24 36 265 36 28
internal_value=0 0.00554427 0.00674177 0.00677812 0.00610104 0.00528793 0.00546452 0.00565081 0.00684428 0.00594927 0.00651554 0.00656604 0.00682483 0.00665971 0.00648473 0.00624004 0.00670667 0.0054971 0.00686315 0.00482179 0.00663203 0.00657727 0.00469 0.00504434 0.00568227 0.00552032 0.00664789 0.0066122 0.00658134 0.00568971
internal_weight=0 590 2531 2420 186 404 293 203 1933 111 487 454 1858 350 112 42 323 161 1508 111 413 345 85 90 77 74 83 323 301 50
internal_count=3121 590 2531 2420 186 404 293 203 1933 111 487 454 1858 350 112 42 323 161 1508 111 413 345 85 90 77 74 83 323 301 50
is_linear=0
shrinkage=0.00140032


Tree=1821
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 12 2 4 2 150 43 12 12 11 2 0 50 11 49 39 3 43 2 3 2 3 0 0
split_gain=219.776 26.8691 22.0217 13.8753 12.6378 12.2732 9.14046 8.02251 6.35636 5.93328 5.67688 5.07942 4.89465 4.68867 3.52761 3.20122 3.11319 3.07607 3.05456 2.97397 2.79822 2.72737 2.39948 3.40983 2.39765 2.01959 2.79673 2.01626 1.97052 1.95239
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 -0.025214999999999998 0.090455000000000021 0.11362000000000001 0.033845000000000007 0.11177500000000001 0.09487000000000001 -0.066504999999999995 -0.42850999999999995 0.13597000000000004 1.0000000180025095e-35 0.087470000000000006 -0.11242999999999999 0.11266000000000001 0.080150000000000013 -0.012034999999999999 0.096625000000000016 0.095270000000000007 -0.083134999999999987 0.15950500000000004 0.10542000000000001 0.085730000000000015 -0.13309499999999996 -0.097024999999999986 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 8 6 21 15 11 14 -8 12 16 -7 28 17 -1 -4 -12 -17 -2 29 23 -6 -15 26 -14 -11 -9 -3
right_child=1 5 7 -5 22 13 10 9 -10 27 18 -13 25 24 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013760609545017291 0.0015313415415488427 0.00084235404567770784 0.0019280129266652211 0.0012058794238124248 0.0015345022035472167 0.00096896813386998959 0.0019136296764893234 0.0026349919910947936 0.0014324584765021014 0.001509984153284279 0.0011374297796524547 0.0014841668854173257 0.0026316869689442975 0.00051380866265947247 0.0017517272853150531 0.0029842118420031556 0.0020642793011192819 0.0023822039798172649 0.0017661832374172852 0.0024209816927127006 0.0021446348957186445 0.00067543740139623123 0.0017366783303030271 0.00076532589451400082 -0.00012133274698644497 0.0018752289973609445 0.002237354937210835 0.0020124837384907692 0.0022635778919863508 0.0012614609538084335
leaf_weight=21 20 45 34 74 35 35 39 33 31 20 91 24 58 35 29 37 47 1045 21 47 92 63 39 20 21 21 126 149 715 54
leaf_count=21 20 45 34 74 35 35 39 33 31 20 91 24 58 35 29 37 47 1045 21 47 92 63 39 20 21 21 126 149 715 54
internal_value=0 0.00123783 0.00224498 0.00170521 0.0019351 0.00102266 0.00116232 0.00230698 0.00207277 0.00220536 0.00142535 0.00213961 0.00219723 0.000542299 0.00226025 0.00238965 0.00185174 0.00236789 0.00125532 0.00266907 0.00203512 0.000917144 0.00145473 0.0012548 0.000275631 0.00231183 0.00236166 0.00195302 0.00227996 0.00107096
internal_weight=0 590 2531 186 422 404 313 2109 328 946 151 297 273 91 777 1163 68 1079 112 84 112 162 94 55 56 205 184 169 748 99
internal_count=3121 590 2531 186 422 404 313 2109 328 946 151 297 273 91 777 1163 68 1079 112 84 112 162 94 55 56 205 184 169 748 99
is_linear=0
shrinkage=0.00148603


Tree=1822
num_leaves=31
num_cat=0
split_feature=1 3 3 0 1 42 48 14 2 0 1 50 1456 475 4 11 16 3 52 1 43 133 1213 13 1212 475 41 2 4 106
split_gain=9.13853 1.6663 1.09301 1.05655 0.937342 0.971086 0.883678 0.867993 0.810634 0.771719 0.763365 0.686958 0.651751 0.72852 0.61752 0.685681 0.83404 0.99842 0.778766 1.03936 0.695736 0.755479 0.946145 0.951674 0.671692 0.654627 0.645236 0.636658 0.704181 0.601174
threshold=0.10752500000000002 -0.049509999999999992 -0.065819999999999976 0.22582000000000002 0.14262000000000002 0.11066000000000001 0.10168500000000001 -1.0000000180025095e-35 0.11474000000000002 1.0000000180025095e-35 0.10060500000000001 0.11690000000000002 -0.071109999999999993 -0.069854999999999987 0.36766000000000004 1.0000000180025095e-35 0.0057500000000000008 -0.11171999999999999 0.088785000000000017 0.093100000000000002 0.0016850000000000001 -0.088669999999999985 0.0036000000000000003 -0.087324999999999986 0.085870000000000016 -0.08100499999999998 0.079300000000000009 0.095545000000000005 -0.077679999999999985 0.087690000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 14 5 7 10 -3 -2 -6 11 12 -4 -14 15 16 20 -18 19 26 -1 24 23 -23 -22 -19 -17 28 -25 -9
right_child=1 4 6 -5 9 -7 -8 29 -10 -11 -12 -13 13 -15 -16 18 17 25 -20 -21 21 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0022159066339794888 0.0019788122154791947 0.0019639504180474911 0.0028838614176188303 0.00086719742762543463 0.00085469159560420244 0.00013145094888325322 0.00096764900662371135 0.00124196160938915 0.0012272163311939758 -0.00032404265672457324 0.0013974556420514597 0.0010069082253586715 0.0012516063869554043 0.0020630923733677936 0.001149104384764956 0.0036036332391260204 0.00072506317714804501 0.0024190533884479522 0.0016820450082829827 0.0021724053039286076 0.0019761586568827465 0.00071314764997639564 0.00062265013665021456 0.0017346595724296644 0.0028224557424779066 0.0017860614290606729 0.0023679969653917277 0.0012242031024231517 0.0029065159000584632 0.00025704374684435566
leaf_weight=1159 119 51 27 22 69 25 37 205 75 24 88 22 40 313 21 42 24 67 31 63 144 20 26 31 38 240 20 21 35 22
leaf_count=1159 119 51 27 22 69 25 37 205 75 24 88 22 40 313 21 42 24 67 31 63 144 20 26 31 38 240 20 21 35 22
internal_value=0 0.00125834 0.00204085 0.00210119 0.00104773 0.00120035 0.0018114 0.00129647 0.00168825 0.000550502 0.00187511 0.00197967 0.00203599 0.00197114 0.00211488 0.00212523 0.0020941 0.00183726 0.00248537 0.00268459 0.00215178 0.00191582 0.00159145 0.00182686 0.00215286 0.00192421 0.00320504 0.00208288 0.0023561 0.00114651
internal_weight=0 590 2531 2004 396 303 527 278 194 93 490 402 380 353 1982 1961 1805 331 156 125 1474 315 133 107 182 307 62 87 66 227
internal_count=3121 590 2531 2004 396 303 527 278 194 93 490 402 380 353 1982 1961 1805 331 156 125 1474 315 133 107 182 307 62 87 66 227
is_linear=0
shrinkage=0.00566207


Tree=1823
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 1 14 11 1 4 49 48 1 4 2 1 1 16 50 15 1 52 14 16
split_gain=425.702 52.6268 42.6181 25.4464 24.0631 21.004 17.5771 14.0836 12.214 11.3104 10.5317 7.55723 6.10329 5.38087 6.94372 8.56167 5.14518 5.08619 4.63235 4.43794 3.73836 3.36877 3.04822 2.98609 2.84129 2.92051 2.57983 2.4576 2.40898 2.51956
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14285500000000004 0.13712500000000002 -1.0000000180025095e-35 0.089885000000000007 0.09253500000000002 0.10803500000000001 0.091195000000000012 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.012034999999999999 0.090390000000000012 0.12958500000000003 -0.033174999999999989 -1.0000000180025095e-35 0.12000500000000001 0.13075500000000004 0.19444000000000003 0.041865000000000006 -0.089964999999999976 0.122715 -0.14765999999999999 -0.46166999999999997 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 6 7 8 21 11 -4 18 12 -1 14 23 -16 -2 -17 -9 -12 -13 -3 -5 27 25 -7 -18 -10 -21 -30
right_child=1 5 9 22 -6 24 -8 10 13 -11 19 20 -14 -15 15 17 26 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0027270259680788724 0.0015049588071156458 0.00096096499009071322 0.0023346066927818127 0.0012647279473573644 0.0014516208887238112 0.00021682816978945644 0.0016567725185407281 0.0023787355125299832 0.0029258877740526053 0.0012639656191905054 0.0016485910149716561 0.001857706970723157 0.0032372498321786682 0.0028073103216188239 0.0025408198774730948 0.0009424471648465868 0.002510984573599718 0.0020450622758481423 0.0013506555644024535 0.0013602402940263816 0.0025136583031184199 0.00028455965759489259 0.00059441677581823285 0.0022928709868248959 0.0006315279917233509 -0.00043748359490841145 0.0018941364261075707 0.0025030869062349524 0.00097116012227931763 0.00046875051769553665
leaf_weight=1117 20 24 34 50 45 63 47 22 35 77 23 23 59 102 35 20 71 20 20 24 214 66 24 165 26 22 21 538 80 34
leaf_count=1117 20 24 34 50 45 63 47 22 35 77 23 23 59 102 35 20 71 20 20 24 214 66 24 165 26 22 21 538 80 34
internal_value=0 0.00107033 0.00252866 0.00175085 0.00257163 0.000757026 0.00259285 0.000974004 0.00261175 0.00159191 0.0011997 0.00270187 0.00275262 0.00247258 0.00243059 0.00198239 0.00221568 0.00149375 0.00188917 0.00101984 0.00245 0.000464934 0.00104733 0.00247614 0.000184282 4.74769e-05 0.00237018 0.00252891 0.000915044 0.000821319
internal_weight=0 590 2531 186 2420 404 2375 293 2328 111 203 1413 1176 915 813 75 112 40 42 161 237 90 74 738 111 85 92 573 138 114
internal_count=3121 590 2531 186 2420 404 2375 293 2328 111 203 1413 1176 915 813 75 112 40 42 161 237 90 74 738 111 85 92 573 138 114
is_linear=0
shrinkage=0.00154607


Tree=1824
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 2 4 11 11 49 47 12 0 52 1 124 0 43 1 2 47 0 4 3 148 0
split_gain=202.117 23.984 22.0891 17.4147 12.3776 8.099 7.99125 7.29129 6.30338 5.83138 4.59037 3.84845 3.26005 3.23611 3.15494 2.99423 3.22264 2.75437 3.91019 2.97448 2.70756 2.50176 2.45526 2.38492 2.51977 2.69349 2.29633 3.74982 2.15146 2.07481
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.090455000000000021 -0.17966999999999997 0.082585000000000006 0.11389000000000002 0.033845000000000007 1.0000000180025095e-35 0.080150000000000013 -0.012034999999999999 0.077555000000000013 0.11734000000000001 -0.097734999999999989 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.11242999999999999 -0.084359999999999991 0.16540500000000002 0.14285500000000004 0.078345000000000012 -0.060129999999999996 -0.059649999999999988 0.090900000000000009 -0.043434999999999994 -0.077429999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 9 28 11 -6 23 14 15 20 -13 -2 26 16 -8 18 19 -9 -4 -20 -7 24 -5 -26 -1 -28 -3 -17
right_child=1 5 6 8 7 22 10 17 -10 -11 -12 12 -14 -15 -16 29 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.002172808915224274 0.001331330398646986 0.00067619555064158592 0.001773894811204247 0.0012014547682491431 0.0021556984361916754 0.00067407372076822133 0.0026271864073767002 0.0012187396875108566 0.0007504558980455468 0.001275520019564126 0.0018033628825915586 0.0028050990919484577 0.0022383001825714783 0.0019652564657573293 0.0024539078024203072 0.0021100604413033116 0.0020719241838301839 0.0018229989333779398 0.0014080276678087222 0.0018357928585363273 0.0021834654755094633 0.00086031738526524168 0.00014771352356922603 0.00088227552323342389 0.0018847948737986764 0.0012166108429466295 0.0019881787518043303 0.0013571704019735573 0.0011651259643198112 0.00156148372096346
leaf_weight=71 20 22 34 62 28 130 22 30 58 22 169 37 47 92 33 22 694 23 27 34 1045 46 21 22 32 20 83 25 111 39
leaf_count=71 20 22 34 62 28 130 22 30 58 22 169 37 47 92 33 22 694 23 27 34 1045 46 21 22 32 20 83 25 111 39
internal_value=0 0.00112617 0.0020545 0.0014036 0.0017562 0.000827242 0.00211419 0.00148329 0.0011447 0.00197546 0.0020167 0.00219348 0.00248796 0.00185206 0.0020481 0.00206311 0.00208899 0.00136562 0.00128884 0.00154655 0.00217056 0.0010629 0.000600871 0.00131284 0.00139593 0.0016278 0.00197328 0.00184211 0.00108425 0.00175933
internal_weight=0 590 2531 306 422 284 2109 188 194 234 946 1163 84 112 212 777 716 160 137 64 1079 73 151 136 114 52 179 108 133 61
internal_count=3121 590 2531 306 422 284 2109 188 194 234 946 1163 84 112 212 777 716 160 137 64 1079 73 151 136 114 52 179 108 133 61
is_linear=0
shrinkage=0.00142833


Tree=1825
num_leaves=31
num_cat=0
split_feature=1 4 3 150 0 2 14 16 48 1 1 15 132 47 52 4 0 41 151 402 402 50 51 1 0 41 51 484 15 475
split_gain=10.3871 1.8701 1.19965 1.14918 0.978593 0.858685 0.773021 1.19181 0.770869 0.797377 0.670283 1.20709 0.666134 0.639512 0.626161 0.618882 0.668351 0.601602 0.589973 0.568153 0.837959 0.580194 1.20604 2.6268 1.18192 0.951901 0.844951 2.04466 0.82526 0.683639
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 1.0000000180025095e-35 0.22582000000000002 0.14285500000000004 -0.42495999999999995 -0.16927999999999996 0.10168500000000001 0.10171500000000001 0.11392000000000001 -0.097454999999999986 0.0087150000000000023 0.084635000000000016 -0.065544999999999978 0.36766000000000004 -0.14920999999999998 0.079395000000000007 -0.088279999999999983 0.089785000000000018 0.10323000000000002 1.0000000180025095e-35 0.081440000000000026 0.077845000000000011 -0.064339999999999994 0.075585000000000013 -0.090529999999999985 0.073690000000000019 0.087685000000000013 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 15 12 14 10 9 13 -8 -12 -2 18 -3 16 17 -1 -4 21 -21 22 25 28 -23 26 27 -18 -24 -28
right_child=1 6 8 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 19 -19 -20 20 -22 24 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0029769434610216242 0.0018713593334338295 0.00071412562127049536 0.002652715677951889 0.00094337529664196998 0.00087303424123919059 0.00074781823126070582 0.0014728601667107501 -0.00053530356324521338 0.00096167045390043848 0.0012633875347782719 0.00085414079572522928 -0.00041757647085156983 0.00086084445454614577 0.0025596184976206791 0.0017289036607017814 0.0010891508741809833 0.0017791373263687594 0.0018879000160018863 0.0017296853046395585 0.0027585449454763712 0.0020292185895546154 0.0020519115156394266 0.0027142218692006843 -0.00027437409369693148 0.0033570751942720899 0.0029186729539489305 0.0027009145853831833 -1.6516136576765115e-05 0.0013676307659621879 0.0019357646826496601
leaf_weight=35 166 28 20 94 22 26 34 20 37 79 137 24 20 31 41 21 131 23 360 59 160 374 20 22 20 26 33 20 33 1005
leaf_count=35 166 28 20 94 22 26 34 20 37 79 137 24 20 31 41 21 131 23 360 59 160 374 20 22 20 26 33 20 33 1005
internal_value=0 0.00114107 0.00191179 0.00142478 0.00197019 0.00163823 0.000835377 0.000680775 0.00168971 0.00174469 0.000805501 0.000664568 0.0017627 0.0018372 0.00131711 0.00198237 0.00199193 0.00254508 0.00177827 0.00197507 0.0022257 0.00194248 0.00188882 0.00124507 0.00211816 0.00192856 0.00190691 0.0015413 0.00187578 0.00196009
internal_weight=0 590 2531 306 2004 212 284 215 527 490 195 161 186 411 69 1982 1961 58 380 1903 219 1684 1290 75 394 1215 1189 151 53 1038
internal_count=3121 590 2531 306 2004 212 284 215 527 490 195 161 186 411 69 1982 1961 58 380 1903 219 1684 1290 75 394 1215 1189 151 53 1038
is_linear=0
shrinkage=0.00523088


Tree=1826
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 3 43 2 2 1 52 457 43 52 1 49 50 14 42 0 15 159 52 3 1 49 1 2 2
split_gain=170.777 22.565 19.4024 11.7082 11.1156 9.03279 8.95704 8.65344 5.22966 5.00791 4.63565 3.44371 3.6077 4.24507 3.33373 3.28443 2.79112 2.78571 2.71274 2.36846 2.35311 1.96486 1.88263 1.88036 1.85941 2.85164 1.85416 1.65081 1.62992 1.60601
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.31370500000000007 -0.025214999999999998 0.11177500000000001 0.089885000000000007 0.09253500000000002 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.048770000000000008 0.091195000000000012 -0.012034999999999999 0.11266000000000001 0.062655000000000016 0.10755000000000002 -0.066089999999999996 -0.092919999999999989 0.083870000000000014 0.086450000000000013 -0.14186499999999996 0.083345000000000016 -0.054319999999999993 0.13332000000000002 0.096325000000000008 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 9 7 19 -9 15 -4 -11 22 -14 27 18 -2 -10 -1 21 -17 -3 23 24 -13 28 -12 -8 -26 -24
right_child=1 6 10 -5 -6 -7 14 8 17 11 26 12 13 -15 -16 20 -18 -19 -20 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021433665589796714 0.0013504454579247743 0.00076752908144174189 0.0018672930789050131 0.0012947461647265781 0.001111375397866653 0.0013684305353589457 0.00069690227672535845 0.0018025364841154274 0.0010316357863112146 0.0023545068456493176 0.001430266414779974 0.0021537761721715371 0.0019764552263748783 0.0011076770466526054 0.0009319998736969803 0.0020141825897418142 0.0019629610549738866 0.0016389912913627629 0.0024703174604741853 0.00046539089195621856 0.0014931239585845139 0.0011404496733868948 0.0022455919055769792 0.0020440281619833935 0.0020271241691122571 0.0014344345429719596 0.00096871996715062786 0.00020197659021403087 0.001804640426034148 0.0017914841536855776
leaf_weight=1117 20 78 34 45 74 41 22 38 81 53 40 51 27 23 34 216 92 21 59 32 21 52 95 316 122 33 37 46 180 21
leaf_count=1117 20 78 34 45 74 41 22 38 81 53 40 51 27 23 34 216 92 21 59 32 21 52 95 316 122 33 37 46 180 21
internal_value=0 0.00112999 0.00201779 0.00204566 0.0015583 0.00205989 0.000932801 0.00106139 0.00133198 0.00207203 0.00141028 0.00198677 0.00196432 0.00157682 0.000552066 0.00212761 0.00185358 0.00115668 0.00215977 0.00082755 0.00196801 0.000916697 0.00198801 0.00195903 0.00188944 0.0018492 0.00120848 0.0003621 0.00189452 0.00216338
internal_weight=0 590 2531 2420 186 2375 404 302 140 2334 111 921 868 50 102 1413 112 102 1176 162 237 130 818 702 386 335 77 68 302 116
internal_count=3121 590 2531 2420 186 2375 404 302 140 2334 111 921 868 50 102 1413 112 102 1176 162 237 130 818 702 386 335 77 68 302 116
is_linear=0
shrinkage=0.00148603


Tree=1827
num_leaves=31
num_cat=0
split_feature=1 12 1 3 132 474 151 39 4 4 3 3 49 1 3 2 0 11 2 3 15 157 16 0 15 4 12 43 0 52
split_gain=9.48068 2.62381 1.467 1.13908 1.15809 0.977711 0.999131 0.921043 0.914318 0.854065 0.749878 0.980215 0.844757 0.693108 0.689996 0.992178 0.961043 0.788104 0.688336 0.782389 0.638615 0.659916 0.634343 0.706939 0.620772 1.21435 0.594363 0.746388 0.700905 0.636503
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.30112000000000005 0.10365500000000001 0.086280000000000009 0.050660000000000004 0.10076500000000001 0.033845000000000007 -0.14098499999999997 0.076840000000000006 -0.0069549999999999994 0.13725000000000001 0.13707500000000003 -0.14186499999999996 0.081685000000000021 -0.062764999999999974 0.080455000000000013 0.10803500000000001 -0.045649999999999989 0.040760000000000005 -0.052249999999999991 0.058835000000000005 -0.061629999999999997 -0.41396999999999995 0.27834500000000006 0.09857500000000001 0.054355000000000007 -0.053834999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 24 6 7 18 14 -7 11 13 -12 22 15 -3 -16 -17 19 -1 21 -19 23 -2 -5 -26 27 29 -28 -10
right_child=3 8 -4 4 -6 9 -8 -9 26 -11 12 -13 -14 -15 16 17 -18 20 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0040521790364688509 0.0022174674590025208 0.0042396965310886551 0.0015027114953267565 0.0010248402522637493 0.0017191932861881486 0.0022181593802093362 0.00091163239851801742 0.0013766581223888779 0.0017771434418350376 0.00020108287489775691 0.0028107309127560127 0.00038042297884176014 0.0010130660656597591 0.0007920361968250172 0.0025216078235950757 0.0017705858814021137 0.0019416035145631662 0.0036301907207572336 0.0015421619277953536 0.0026169999573993166 0.0041177820870690416 0.0023165270390386379 0.0024601984422961847 0.00082302438939217746 0.00053156888375884882 -0.0016791504189625291 0.0012570034616132522 0.003227281017962374 0.0025978647702240847 0.0025772102976602384
leaf_weight=20 29 24 231 22 28 20 21 32 107 20 33 51 20 49 1571 32 149 27 25 190 20 56 41 43 29 20 65 35 26 85
leaf_count=20 29 24 231 22 28 20 21 32 107 20 33 51 20 49 1571 32 149 27 25 190 20 56 41 43 29 20 65 35 26 85
internal_value=0 0.00234623 0.00192404 0.00116249 0.000530469 0.00222076 0.0023612 0.00247521 0.00245365 0.00120962 0.00139771 0.00121491 0.00213237 0.00147762 0.00251158 0.00294659 0.00247136 0.0027167 0.0026248 0.00275368 0.00301064 0.00274386 0.00177491 0.00138468 6.16757e-05 -0.000370766 0.00211139 0.00230032 0.00164011 0.00213134
internal_weight=0 2756 559 365 99 328 288 267 2197 40 266 213 53 162 1879 159 1720 135 235 210 103 83 113 72 71 49 318 227 91 192
internal_count=3121 2756 559 365 99 328 288 267 2197 40 266 213 53 162 1879 159 1720 135 235 210 103 83 113 72 71 49 318 227 91 192
is_linear=0
shrinkage=0.00690203


Tree=1828
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 2 151 2 133 10 15 151 4 39 2 16 2 3 3 52 42 16 1208 1209 1455 160 11 2 4 151
split_gain=7.67935 2.12528 1.18827 0.955054 1.05979 0.819865 0.967801 0.809165 1.4096 1.00612 0.834306 0.875898 0.746057 0.69133 0.717984 0.913923 0.67211 0.801509 0.640209 0.58946 0.57496 0.935648 0.607408 1.0351 0.599242 1.47849 0.741292 0.760108 0.681498 0.571437
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.085505000000000012 0.080200000000000007 0.11362000000000001 0.050660000000000004 0.13754500000000003 0.087985000000000022 0.058500000000000003 -0.41942499999999994 -1.0000000180025095e-35 0.053180000000000012 0.10031500000000002 0.079055000000000014 -0.0064149999999999997 0.085155000000000022 -0.047929999999999993 0.0022600000000000003 0.12354000000000001 0.091545000000000015 -0.11118499999999999 0.099975000000000008 -0.077594999999999983 -0.23681499999999997 -0.55323499999999981 1.0000000180025095e-35 0.083215000000000011 -0.14098499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 13 9 10 -2 -9 -12 20 14 15 -1 -16 -18 -11 -4 24 -22 23 -23 -3 -26 28 -28 -27 -14
right_child=3 12 19 4 -6 -7 -8 8 -10 18 11 -13 29 -15 16 -17 17 -19 -20 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00056607996856257046 0.0013588840485892247 0.0028767196466084597 0.0011030251189057794 0.0017236814715350626 0.00018616869337925189 0.00082634105624806195 0.00057175690310651251 0.00072701311228042843 0.0018106740801968788 0.0010253969790645855 0.00048398512777668743 -0.0010947726590911245 0.0015892122544451288 0.00087021395232823125 0.0031107890319363256 0.0022589254919824059 0.0031181298152237469 0.0019160548410404182 -0.00045469749317205799 0.0021799603364661474 0.0030312191175904551 0.00039672188580276892 0.002479220683158651 0.0017414458144810227 0.00042706898517086406 0.0012107370831589154 0.0035337852328833669 0.0022937383415839881 0.002043695472048657 0.0026399464444783597
leaf_weight=25 103 33 210 85 21 31 20 37 20 21 22 33 262 20 27 23 24 158 23 21 22 23 37 330 21 38 22 119 1269 21
leaf_count=25 103 33 210 85 21 31 20 37 20 21 22 33 262 20 27 23 24 158 23 21 22 23 37 330 21 38 22 119 1269 21
internal_value=0 0.00187505 0.00153764 0.00092903 0.00141908 0.00177478 0.00187377 0.000728469 0.00033601 0.00102749 1.54311e-05 -0.00046327 0.0019609 0.00196778 0.00205319 0.00137724 0.00220844 0.00207457 0.000251711 0.00120093 0.00200432 0.0018015 0.00173214 0.00165383 0.00205996 0.00204161 0.00206502 0.00248722 0.00201948 0.00166718
internal_weight=0 2756 559 365 106 328 297 259 112 147 92 55 2197 277 257 48 209 182 44 231 1914 412 390 353 1502 1469 1448 141 1307 283
internal_count=3121 2756 559 365 106 328 297 259 112 147 92 55 2197 277 257 48 209 182 44 231 1914 412 390 353 1502 1469 1448 141 1307 283
is_linear=0
shrinkage=0.0061288


Tree=1829
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 4 0 2 0 159 457 1 12 49 47 52 11 0 11 4 15 0 0 11 16 50
split_gain=209.881 25.4127 23.4636 13.0511 12.5592 11.2967 8.03537 6.95186 6.21105 6.1567 4.88634 4.59725 5.0609 4.58476 4.05595 3.60629 3.58848 3.16994 2.74288 2.72343 2.69891 2.88628 2.82821 2.66347 5.87279 2.90327 2.61326 2.24301 2.48825 2.05283
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.090285000000000018 -0.17966999999999997 0.27287000000000006 0.033845000000000007 -0.23194499999999998 0.10444500000000002 -0.067094999999999988 0.084250000000000005 0.045365000000000009 0.12765500000000005 0.13597000000000004 -0.012034999999999999 0.078345000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11242999999999999 0.080150000000000013 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.060129999999999996 0.080455000000000013 0.0065250000000000004 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 8 20 -6 13 16 -1 12 14 18 -9 -10 27 -2 -3 -13 21 -4 -22 25 -25 -12 -20 28 -8 -7
right_child=1 5 6 -5 7 29 9 11 15 -11 23 19 -14 -15 -16 -17 -18 -19 26 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024994747195167077 0.0012917409307981749 0.0011599822564485004 0.0016837471687581173 0.0010537288179631981 0.0020372946151054703 0.00043657599237288799 0.0020136444027151592 0.0018701135163632253 0.0010545030304029235 0.0016953013276253769 0.0022049260998936206 0.00072686107668333891 0.00097762186976599851 0.00081284224689980944 0.0013421900118194062 0.00063326007000760265 0.0015155862649307841 0.0018713727216870596 0.0018047882482112117 0.0012840803764194067 0.0025864910200833285 0.0020802313014893427 0.0020987690758499369 0.0018871373556409127 0.0011606044745017779 0.0016314240082924455 0.0011967521813557992 0.0022191100703919547 0.001835581917375044 0.0008602857488103537
leaf_weight=22 20 62 33 74 31 85 515 58 67 171 51 24 25 37 45 75 29 92 32 42 37 1024 47 76 26 22 20 67 186 26
leaf_count=22 20 62 33 74 31 85 515 58 67 171 51 24 25 37 45 75 29 92 32 42 37 1024 47 76 26 22 20 67 186 26
internal_value=0 0.00108014 0.00195409 0.00148375 0.00167006 0.000894319 0.00201092 0.00145706 0.00103013 0.00192249 0.00191335 0.00136434 0.0015102 0.00121644 0.00163947 0.000832016 0.00197124 0.00176787 0.00134743 0.00108146 0.00208594 0.00206785 0.0023136 0.00183966 0.00170194 0.00203209 0.00157093 0.00198844 0.0019664 0.000535823
internal_weight=0 590 2531 186 422 404 2109 225 293 968 197 194 128 151 103 142 797 112 114 66 1141 1057 84 175 102 73 52 768 701 111
internal_count=3121 590 2531 186 422 404 2109 225 293 968 197 194 128 151 103 142 797 112 114 66 1141 1057 84 175 102 73 52 768 701 111
is_linear=0
shrinkage=0.00131955


Tree=1830
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 157 15 3 3 12 12 4 2 34 16 43 48 13 403 149 0 4 123 49 1 15 4 13 0 42
split_gain=7.23735 2.01477 1.12313 1.40362 1.20518 1.15518 1.07785 1.04426 0.888937 1.09797 0.708278 0.640032 0.778322 1.13836 0.579385 0.618855 0.653368 0.56578 0.549566 0.524584 0.540943 1.65637 0.514617 0.492176 0.647404 0.489907 0.490042 0.601438 0.549564 0.584392
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.073404999999999984 0.11924500000000002 -0.080544999999999992 -0.23141499999999995 -0.11171999999999999 0.31370500000000007 -0.42850999999999995 0.099815000000000015 -0.04890499999999999 0.13622000000000004 -0.021334999999999996 -0.090764999999999985 -0.085594999999999991 0.083685000000000009 0.26746000000000009 -0.080719999999999986 0.079625000000000015 0.11070500000000001 -0.15764999999999998 0.084475000000000008 -0.026779999999999995 0.11039500000000001 -0.21699999999999997 -0.085594999999999991 0.0061450000000000003 -0.086284999999999987 0.085225000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -4 -7 -5 11 -10 19 -2 13 -13 -8 16 -16 18 -12 20 21 -3 -17 -6 -25 -23 28 -28 29 -27
right_child=8 10 3 4 23 6 14 -9 9 -11 17 12 -14 -15 15 22 -18 -19 -20 -21 -22 25 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0001500947989064219 0.0018518378273947849 0.00050540956124651439 -0.00028055336542224217 0.00070316081246120387 0.0016601882409492633 -2.1733790105036647e-05 0.0020916575471259203 0.0019622176592836 0.0011846790292721408 -0.00015733842056642398 0.0019873173207944892 0.00027013385064472229 0.00046220471251562714 0.0014344283180805107 0.0010204216997576386 8.5484357876714164e-06 0.0022738678327189773 0.0024796677653237424 0.0014057626525407249 0.002572397201232513 0.0023508574571062136 0.0026939179600992975 0.0012484014989347625 -0.0001432055761818073 0.0013195387681802138 0.0020178084026218363 0.0018368963190767565 0.0013233052310541299 0.0018962035887433069 0.0030728342498863581
leaf_weight=23 29 32 20 25 23 21 33 267 34 56 71 38 83 125 31 21 27 23 274 36 73 24 26 21 21 38 1363 84 144 35
leaf_count=23 29 32 20 25 23 21 33 267 34 56 71 38 83 125 31 21 27 23 274 36 73 24 26 21 21 38 1363 84 144 35
internal_value=0 0.00174054 0.00142478 0.00147948 0.00169294 0.00105376 0.0012216 0.00185442 0.000857817 0.000349646 0.00182088 0.00102413 0.000926551 0.001163 0.0014108 0.00119681 0.00160392 0.00158508 0.00152544 0.00186833 0.00185419 0.00183311 0.000694425 0.000967497 0.000588167 0.00185828 0.00184623 0.00180708 0.00210728 0.00252364
internal_weight=0 2756 559 536 357 179 159 292 365 90 2197 275 246 163 138 105 58 368 345 1829 1793 1720 47 65 42 1688 1664 1447 217 73
internal_count=3121 2756 559 536 357 179 159 292 365 90 2197 275 246 163 138 105 58 368 345 1829 1793 1720 47 65 42 1688 1664 1447 217 73
is_linear=0
shrinkage=0.00589082


Tree=1831
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 3 43 2 2 1 14 52 4 1 2 4 1 0 49 0 39 16 12 43 43 49 13 51 47
split_gain=269.144 32.8251 29.1056 17.6846 17.3498 12.2144 11.0696 10.3016 7.42252 6.52547 6.47656 5.95009 4.7675 4.60231 4.56309 4.60602 4.15715 4.42638 3.67098 3.66875 3.33265 3.11718 2.59204 2.20524 2.08735 1.98972 1.87806 1.86862 1.65557 1.60019
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.09580000000000001 0.31534000000000006 -0.025214999999999998 0.14122000000000004 0.11177500000000001 0.09253500000000002 0.076975000000000002 0.048770000000000008 -0.019614999999999997 0.089625000000000024 0.089605000000000018 -0.013514999999999998 0.093100000000000002 -0.066089999999999996 -0.012034999999999999 0.14486500000000005 0.095830000000000012 -0.008904999999999998 0.095780000000000018 0.0034250000000000005 -0.0064299999999999991 -0.054319999999999993 -0.47860499999999995 0.020580000000000005 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 11 7 21 16 -9 -4 14 27 -11 -1 18 20 23 -16 -2 24 -3 -15 -18 28 -5 -12 -8 -7 -21
right_child=1 6 10 25 -6 8 12 9 -10 13 26 -13 -14 22 15 -17 17 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023750183778700256 0.0014386677102854589 0.000934105084405241 0.0020371221088635043 0.0007757949838733064 0.0013610402608553141 0.0023275593808781579 0.00039920151339974558 0.001824018021644635 0.0015000252929119897 0.0017642986768682371 0.0014816185737492715 0.0027859413691944711 0.00087284435394121109 0.0011343236131942205 0.0022700556709008184 0.0014882185771943879 0.0022318731228616988 0.0014570661552506822 0.0016397959572951946 0.0023968821227047395 0.0018083062451511238 0.00051553655495548904 0.00058035753273951807 0.0019395353958056864 0.0020909913971237466 0.0012749484113740422 0.0010171063442038874 -0.00014575651478237179 0.0026539457355027069 0.0019908568833992453
leaf_weight=1376 20 95 34 29 45 170 33 39 41 20 40 68 34 66 282 20 112 28 22 34 31 67 26 116 66 45 37 24 43 58
leaf_count=1376 20 95 34 29 45 170 33 39 41 20 40 68 34 66 282 20 112 28 22 34 31 67 26 116 66 45 37 24 43 58
internal_value=0 0.00112647 0.00224101 0.00164305 0.00227514 0.00229246 0.00088864 0.00102127 0.00211058 0.00130051 0.00149694 0.0023549 0.000432442 0.00111822 0.00233766 0.002179 0.00215481 0.00201466 0.00222444 0.00201551 0.00227054 0.000760993 0.000977768 0.00208314 0.0023219 0.00107933 0.00125841 0.000169746 0.00239345 0.00214091
internal_weight=0 590 2531 186 2420 2375 404 313 607 151 111 1768 91 112 1700 324 566 256 304 112 310 162 92 228 279 74 77 57 213 92
internal_count=3121 590 2531 186 2420 2375 404 313 607 151 111 1768 91 112 1700 324 566 256 304 112 310 162 92 228 279 74 77 57 213 92
is_linear=0
shrinkage=0.00148603


Tree=1832
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 0 2 0 4 14 52 12 132 1 1 0 1 2 4 12 2 13 11 16 40
split_gain=207.889 27.3808 22.8912 13.3384 13.1702 9.40248 7.89874 7.05586 6.49932 7.23698 4.30007 5.551 4.09552 3.93222 3.6233 3.29711 3.16451 3.16155 3.70582 2.84727 2.75364 2.52184 2.46219 3.03034 3.28608 2.4433 2.29893 2.16331 2.51626 2.13448
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.09141500000000001 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.068189999999999987 0.092235000000000025 -0.23194499999999998 0.033845000000000007 0.076175000000000007 1.0000000180025095e-35 0.13597000000000004 0.088890000000000011 0.15799000000000005 0.122185 -0.14001499999999997 0.12958500000000003 0.10855000000000002 -0.064054999999999987 -1.0000000180025095e-35 0.10381000000000001 -1.0000000180025095e-35 0.080455000000000013 -0.066924999999999985 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 19 8 14 -5 -3 21 11 -9 -1 16 20 25 27 18 -7 -2 -4 -10 23 -14 -25 -13 29 28 -8 -11
right_child=1 5 6 7 -6 17 13 10 9 26 -12 15 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0026683235709872451 0.0020730563093361368 0.00073236596103477358 0.0017410691408753722 0.0022020994612014641 0.0011340891526413011 0.00059315504951983143 0.0021998528619976694 0.0019003647224386038 0.0020815201571535093 0.0012360938464658594 0.0009912599523619382 0.0015498151483034747 0.0023187639057182289 0.0018575048781305468 0.0026462430668853709 0.0018682953061874015 0.0016393288023604754 0.0010153095545068316 -0.00013916956682469238 0.001558857761106748 0.0022395655824143886 0.001366720968133442 0.0016360772894646292 0.0021003598271506314 0.0014680135967591568 0.001012290311093829 0.0012714544923654162 0.0023834789084944295 0.0020125010209433771 0.00078765472345528693
leaf_weight=22 80 90 24 31 74 55 297 61 22 33 35 28 64 160 46 20 29 23 20 32 1176 20 32 53 26 50 70 65 312 71
leaf_count=22 80 90 24 31 74 55 297 61 22 33 35 28 64 160 46 20 29 23 20 32 1176 20 32 53 26 50 70 65 312 71
internal_value=0 0.00114847 0.0021088 0.00179906 0.00161102 0.000935518 0.00217078 0.0015567 0.0010613 0.00119835 0.00145356 0.00155533 0.00207587 0.00206364 0.00224498 0.00134056 0.00211056 0.000542778 0.000397868 0.00192614 0.0022296 0.00174114 0.00200139 0.00208314 0.00189225 0.00120525 0.00106734 0.00213083 0.00210387 0.000929948
internal_weight=0 590 2531 422 186 404 2109 225 306 216 194 159 197 863 1246 98 703 98 75 112 1200 42 175 143 79 78 174 674 609 104
internal_count=3121 590 2531 422 186 404 2109 225 306 216 194 159 197 863 1246 98 703 98 75 112 1200 42 175 143 79 78 174 674 609 104
is_linear=0
shrinkage=0.00145689


Tree=1833
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 1 0 14 4 11 1 12 3 49 483 4 2 131 4 11 12 16 51 4 42
split_gain=319.383 52.6065 33.0425 24.1021 23.5254 15.7852 11.2886 8.57875 8.32709 7.28256 7.1925 5.62225 4.35094 4.32179 3.46495 3.18948 2.93814 2.60666 2.4372 2.41267 2.38048 2.35055 2.23623 2.23116 2.22321 2.19112 2.164 2.09615 2.0744 1.93977
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.13082500000000002 0.14122000000000004 0.086920000000000011 0.09253500000000002 -0.18113999999999997 0.062655000000000016 0.0067750000000000006 1.0000000180025095e-35 0.16540500000000002 0.08401500000000002 -0.116045 -0.054319999999999993 0.085510000000000017 0.0052350000000000009 0.14530500000000005 0.091440000000000007 -0.0019149999999999998 0.094815000000000024 0.096475000000000019 -0.12029499999999999 -0.086719999999999978 0.50644500000000015 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 9 25 15 11 12 -5 -7 -1 16 17 29 23 -13 -12 21 -19 27 -2 -11 -16 -6 -22 -3 -21 -4
right_child=1 2 7 10 6 8 -8 -9 -10 13 18 14 -14 -15 24 -17 -18 20 -20 28 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030286160580976795 0.0030512931132644868 0.00084141031181969627 0.00087321512268551343 0.0026395193787733117 0.002988607174466894 0.0020935430093804558 0.0014755540447171729 0.0017618639221582601 0.0019367395314700364 0.0020920664602537874 0.0019854430957348154 0.0022905572318503448 0.0035213879501205382 0.002324575100639323 0.0032737994611148494 2.2507208574489507e-05 0.0029117750116778056 0.0028196732259879679 0.0013131992704288498 0.0021334653997944733 0.0028163514797818327 0.00073192549670422237 0.002383116709010806 0.0028207127263490928 0.0026240894445289133 0.002404985499482946 0.0024656029731608209 0.0013957321363159878 0.0013653230656042667 0.00046943219795203079
leaf_weight=1029 54 22 91 34 29 39 37 22 41 24 33 39 55 51 57 22 330 423 30 20 83 20 20 25 21 53 134 206 21 56
leaf_count=1029 54 22 91 34 29 39 37 22 41 24 33 39 55 51 57 22 330 423 30 20 83 20 20 25 21 53 134 206 21 56
internal_value=0 0.0015129 0.00134515 0.00284065 0.00161946 0.00287506 0.00225823 0.000759199 0.00268694 0.00297905 0.0020068 0.00272558 0.00305362 0.00279108 0.00275814 0.000628674 0.00285386 0.002719 0.00166533 0.00135644 0.00274511 0.00129303 0.0028707 0.00246382 0.00309888 0.00261139 0.00259976 0.00134224 0.00174003 0.000719393
internal_weight=0 673 599 2448 408 2351 119 191 837 1514 97 796 1084 430 757 169 379 679 63 289 640 248 74 49 78 82 217 228 41 147
internal_count=3121 673 599 2448 408 2351 119 191 837 1514 97 796 1084 430 757 169 379 679 63 289 640 248 74 49 78 82 217 228 41 147
is_linear=0
shrinkage=0.00170698


Tree=1834
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 47 12 4 3 2 4 34 47 52 1 12 124 1 4 4 3 0 0 15 16 11 43 43 2
split_gain=211.281 25.5126 22.6204 16.9063 12.805 8.45844 8.45158 8.26071 7.53485 5.28056 5.10177 4.79962 4.57929 3.85111 3.73255 3.83585 3.57397 3.39769 3.04662 3.01007 2.99397 4.66368 2.68647 2.66497 2.3271 2.1803 2.26198 2.16121 2.07599 5.79945
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.17966999999999997 0.12958500000000003 0.090285000000000018 0.40124500000000002 -0.11171999999999999 0.13754500000000003 0.033845000000000007 -1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 0.13597000000000004 -0.072314999999999977 0.14089500000000002 0.42051500000000003 -0.046564999999999988 0.092670000000000016 -0.14832499999999996 -0.13027499999999997 -0.45963999999999994 -0.073404999999999984 0.080705000000000013 -0.083134999999999987 -0.08076499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 9 -6 10 22 -5 -1 12 16 -3 20 15 17 25 -7 -8 -14 -11 -22 -4 -24 -21 -9 -27 -17 -2 -30
right_child=1 6 7 8 5 14 18 11 -10 13 -12 -13 19 -15 -16 27 -18 -19 -20 24 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0018101215590877295 0.0012268594023822691 0.00085275970061210818 0.0031155643792254014 0.0025369538454055943 0.0027454156363599428 0.0015793248474352166 0.0021487639541558187 0.0027215367478830898 0.0015954190131672197 0.0027849151365848404 0.00079927576530370128 0.002296569969676488 0.001832102346509921 0.0030922995055445777 0.0023866975977650585 0.0017565610624978947 0.0020392462612054477 0.0023220190352080099 0.0013204606743586363 0.0016406388339668776 0.0024916708673091812 0.0016705889257140883 0.0021592781085910057 0.0027378764417247182 0.00092224581356143223 0.0025017668978445928 0.0028294073494861149 0.0011966324135665991 0.0022671258910746494 0.0014569653689566245
leaf_weight=26 44 45 48 91 28 30 27 300 29 58 112 171 37 32 23 31 29 34 20 20 96 22 21 1072 28 405 63 42 29 108
leaf_count=26 44 45 48 91 28 30 27 300 29 58 112 171 37 32 23 31 29 34 20 20 96 22 21 1072 28 405 63 42 29 108
internal_value=0 0.00151348 0.00258237 0.00184123 0.00224242 0.00192982 0.00117212 0.00265039 0.00230942 0.00249357 0.00105089 0.0025411 0.00126767 0.002579 0.00178709 0.00168643 0.00259356 0.00197388 0.00179629 0.00148733 0.00248567 0.00233859 0.00274312 0.00272676 0.00122158 0.00261449 0.00254587 0.00143441 0.00153083 0.00162846
internal_weight=0 590 2531 301 422 188 289 2109 120 234 242 968 130 208 160 137 797 64 47 85 176 118 1141 1093 48 768 468 73 181 137
internal_count=3121 590 2531 301 422 188 289 2109 120 234 242 968 130 208 160 137 797 64 47 85 176 118 1141 1093 48 768 468 73 181 137
is_linear=0
shrinkage=0.00160853


Tree=1835
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 1 0 2 3 2 123 14 51 131 16 157 15 0 15 3 4 52 11 4 42 1429 13 16 14 16
split_gain=11.0716 1.94198 1.44288 1.28036 1.72323 1.24207 1.52141 1.62312 1.1021 1.0853 0.996441 1.02328 1.07916 0.855242 0.776082 0.974397 0.900555 1.54242 0.712393 0.994387 0.786151 0.708824 0.873561 1.18016 0.86098 0.669462 1.80685 0.635595 0.634514 0.628148
threshold=0.10752500000000002 -0.40306999999999998 0.14860500000000001 0.10981000000000002 -1.0000000180025095e-35 0.089625000000000024 -0.095504999999999993 -0.0091949999999999983 -0.13309499999999996 0.13501500000000002 0.11679000000000002 -1.0000000180025095e-35 -0.069724999999999995 0.09031500000000002 0.19444000000000003 -0.037734999999999998 -0.043924999999999992 0.048635000000000005 -0.09551999999999998 -0.061964999999999992 0.26450500000000005 -0.19683499999999995 0.084680000000000019 -0.42529999999999996 0.083865000000000009 0.084770000000000012 -0.051094999999999995 0.13751500000000003 0.062655000000000016 -0.011989999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 3 4 8 9 18 -8 -3 14 11 12 -5 -2 21 -16 -17 -18 20 -20 -7 24 23 -23 -1 28 -27 -11 -25 -21
right_child=1 2 -4 10 -6 6 7 -9 -10 27 -12 -13 -14 -15 15 16 17 -19 19 29 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0037899050083703622 0.0031767587602214236 0.0024381619862468167 0.00029607532998959948 0.00071749981820941355 0.0023875347915029849 0.0022916235990356778 0.0010349574094593739 0.0023200024545690667 0.00083109691423767691 0.00074366529950989759 -0.00021650907289554741 0.00090301052558472319 0.002319232652283061 0.001568568326600254 0.0026234526929856863 0.0020292563240023541 -0.00032149280481777172 0.0019515288631797132 -0.00010055855944160815 0.0018533009468628678 0.00090041042182589228 0.0035962477772600054 0.0010533681569819652 0.002351342695089124 0.0022511576746809727 0.0023035770573678841 0.00021624434462299825 0.0021937559920420296 0.0030355505679292081 0.00053054336774715615
leaf_weight=30 28 21 65 25 80 57 43 360 81 27 23 195 48 24 66 111 20 28 21 47 22 30 20 1434 27 71 21 21 55 20
leaf_count=30 28 21 65 25 80 57 43 360 81 27 23 195 48 24 66 111 20 28 21 47 22 30 20 1434 27 71 21 21 55 20
internal_value=0 0.0012809 0.0011694 0.00128941 0.00170068 0.00223185 0.00197498 0.00218289 0.00116196 0.00230651 0.00103219 0.00113936 0.00177069 0.00243452 0.00232981 0.00198493 0.00171988 0.00100444 0.00147327 0.00108641 0.0019042 0.00237578 0.00235183 0.00236795 0.00306102 0.00234464 0.00182712 0.00137808 0.00237662 0.00145845
internal_weight=0 590 538 473 182 2531 570 403 102 1961 291 268 73 52 1913 225 159 48 167 88 79 1688 1631 1611 57 1581 92 48 1489 67
internal_count=3121 590 538 473 182 2531 570 403 102 1961 291 268 73 52 1913 225 159 48 167 88 79 1688 1631 1611 57 1581 92 48 1489 67
is_linear=0
shrinkage=0.00625138


Tree=1836
num_leaves=31
num_cat=0
split_feature=1 4 124 159 49 158 42 44 4 2 2 48 49 43 13 401 133 12 3 15 157 1176 3 4 14 12 43 3 0 1
split_gain=8.96802 1.6148 1.06864 1.01513 0.914717 0.848836 0.843078 0.821237 0.834318 0.810592 0.728716 0.69469 0.725316 0.685193 0.61528 0.729607 0.776492 0.831974 0.697634 0.589596 0.72954 0.66899 0.629061 1.51234 0.700623 0.607122 0.692116 0.623174 2.19712 2.221
threshold=0.10752500000000002 0.27287000000000006 -0.027784999999999997 0.082585000000000006 0.14321000000000003 0.089460000000000012 -0.0060199999999999993 0.081805000000000017 0.36766000000000004 0.14122000000000004 0.25063000000000007 0.087695000000000009 -0.056454999999999991 -0.080884999999999985 0.15641500000000003 0.085900000000000018 0.09389500000000002 -0.12529499999999996 -0.13309499999999996 1.0000000180025095e-35 -0.078969999999999985 0.085295000000000024 0.090900000000000009 -0.059649999999999988 0.08104500000000002 0.096075000000000008 -0.24021999999999996 -0.10115999999999999 0.051010000000000007 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 11 -5 -1 8 9 19 14 -2 -13 -8 15 16 17 -3 -19 21 -21 22 24 -24 25 27 -27 28 29 -4
right_child=1 10 7 5 -6 -7 13 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017221719629027857 0.0016980764043201177 0.001929288012173577 0.0016935711627221255 0.00037584110628264211 0.00038125089483627834 0.0016037864411880588 0.0012487075423061628 0.0025784092367824546 0.00095415920577507796 0.00096032153708320201 -0.00018780167488171524 0.00057369428119903414 0.0016035331162020099 0.0002665114964893436 -0.00011805952730270823 -5.0360665495685739e-05 -3.09901701639268e-06 0.0015040758381218854 0.00071683427444297135 0.0026975773494329752 0.0017542764461947042 0.00074241606714518706 0.0017622124556495858 0.00040012494065504915 0.0026107553581246577 0.0023152732937057065 0.0013156014197979893 0.0017594553595800906 0.0019425930598572247 -0.00064313526507052399
leaf_weight=48 135 23 20 57 22 20 47 26 43 41 24 37 35 31 20 23 22 38 134 22 1084 23 53 36 20 20 204 726 64 23
leaf_count=48 135 23 20 57 22 20 47 26 43 41 24 37 35 31 20 23 22 38 134 22 1084 23 53 36 20 20 204 726 64 23
internal_value=0 0.000945706 0.0016478 0.00120417 0.00137545 0.000694788 0.00118742 0.00167192 0.00166202 0.00167505 0.000667216 0.00148111 0.00107431 0.000858348 0.000746141 0.000818158 0.000910213 0.00101325 0.00089076 0.00168781 0.00177304 0.00160854 0.00162562 0.00121126 0.00165986 0.00164187 0.00140486 0.00170561 0.00134024 0.000443705
internal_weight=0 590 2531 306 229 77 126 2405 2379 2336 284 207 72 78 260 240 217 195 172 2295 1106 1189 1166 89 1077 1057 224 833 107 43
internal_count=3121 590 2531 306 229 77 126 2405 2379 2336 284 207 72 78 260 240 217 195 172 2295 1106 1189 1166 89 1077 1057 224 833 107 43
is_linear=0
shrinkage=0.00512831


Tree=1837
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 0 4 49 150 2 12 4 12 1 15 3 4 1 0 1 4 2 47
split_gain=323.428 53.1248 26.9445 24.511 18 15.0318 12.3559 10.0165 9.23724 8.91855 7.4444 5.82355 5.27881 5.01198 4.68806 4.64208 3.28762 3.16716 3.92024 2.90764 2.71162 2.70812 3.40727 3.95805 2.67587 2.62707 2.61152 2.39785 2.12784 1.9596
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14753000000000002 0.089625000000000024 -0.10607499999999999 -0.15289999999999995 -0.054984999999999992 1.0000000180025095e-35 0.31358000000000003 0.087765000000000024 -0.51253999999999988 0.11734000000000001 0.13265500000000002 -0.15914499999999995 0.086245000000000016 -0.031404999999999995 0.12000500000000001 0.14486500000000005 0.13075500000000004 0.053180000000000012 -0.0091949999999999983 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 24 -8 11 -4 15 17 -13 -9 -2 19 -6 18 -1 25 -15 -20 -23 -24 -3 27 -5 -7 -14 -16
right_child=1 4 9 26 16 10 7 13 -10 -11 -12 12 28 20 29 -17 -18 -19 21 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035083889689714442 0.001732483066838784 0.0011382015682846866 0.0024561938000382034 0.0014842102419010497 0.00063628395285224044 0.0026718141801336925 0.0020326272043637668 0.0020049362054000326 0.0032575242882955974 0.0014339575791709664 0.0016155116022769237 0.0019540050438656936 0.0020714854946438468 0.001235559212075202 0.002738050712623244 0.0018010804784182007 -8.9373078143368359e-06 0.0026565983642054709 0.0033197033283089367 0.0020919294319797104 0.00063990939425220307 0.0027961004229084077 0.0028074921385765252 0.0018076392286978096 0.00055882095461613291 0.0019749688309273553 0.00085639315089136711 0.0023737803076465326 0.002615376428283057 0.0023282995882302994
leaf_weight=20 23 30 34 60 84 217 54 20 79 63 30 40 20 141 58 27 27 678 24 42 23 742 21 20 66 20 24 103 268 63
leaf_count=20 23 30 34 60 84 217 54 20 79 63 30 40 20 141 58 27 27 678 24 42 23 742 21 20 66 20 24 103 268 63
internal_value=0 0.001364 0.00262307 0.00199536 0.00104051 0.00265735 0.00122701 0.0014235 0.00271898 0.00179227 0.00238892 0.00269577 0.00250156 0.00124473 0.00239817 0.00244565 0.000479338 0.00273809 0.00280491 0.00249121 0.00115202 0.00278747 0.00277116 0.00231976 0.000739877 0.00254054 0.00130483 0.00257588 0.00257761 0.00252471
internal_weight=0 673 2448 228 445 2351 334 238 1912 97 439 1833 328 184 144 409 111 1505 827 382 164 807 783 41 96 340 84 320 288 121
internal_count=3121 673 2448 228 445 2351 334 238 1912 97 439 1833 328 184 144 409 111 1505 827 382 164 807 783 41 96 340 84 320 288 121
is_linear=0
shrinkage=0.00160853


Tree=1838
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 2 1 2 14 4 11 1 1 4 131 2 47 43 16 52 160 48 131 4 2 475
split_gain=327.322 53.5682 31.4206 25.9025 20.3658 15.9923 10.6235 9.11404 8.83448 8.81261 8.36145 6.69236 6.30114 4.65088 4.26152 3.66426 3.19617 5.72272 3.16969 3.98893 3.04672 2.72817 2.45824 2.36132 2.30661 1.77695 1.70242 1.63398 1.6159 1.61279
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.062655000000000016 0.42051500000000003 1.0000000180025095e-35 0.091195000000000012 0.088975000000000012 -0.081114999999999979 0.082750000000000004 0.31358000000000003 0.090100000000000013 -0.14792499999999997 0.19444000000000003 -0.14765999999999999 -0.067824999999999983 0.016865000000000002 0.091440000000000007 -0.0070899999999999991 0.15109000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 9 27 11 12 -5 13 15 25 16 -1 22 -18 19 -13 -3 -16 23 -11 -15 -4 -2 -6 -7 -24
right_child=1 2 8 10 7 28 -8 -9 -10 14 -12 18 -14 24 21 -17 17 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022104772444533007 0.0022238731966044496 0.00076636141324098138 0.0011034952015285819 0.0019116607410042316 0.0022505160081411684 0.0015010768076299064 0.0011507547425555771 0.00095172956670809918 0.0011071376507917482 0.0024171156593338228 0.0010151734875785863 8.2736347559212627e-05 0.0026631345020395321 0.00072454182385243515 0.0018715995096110112 0.002004770736984969 0.002148662523709325 0.0012592443940733448 0.00054140133095571059 -0.00067014766816374791 0.0012457569827438661 0.0024791697278636463 0.0021165290638540807 0.002026583125213411 0.00018084000743478709 0.00056123950374990512 0.0017262915576741944 0.0017662487402985991 0.00096223282805606928 0.0017711843006569838
leaf_weight=1117 54 191 29 34 21 27 24 30 34 35 63 59 59 22 21 220 28 34 20 20 33 62 37 538 67 23 20 50 21 128
leaf_count=1117 54 191 29 34 21 27 24 30 34 35 63 59 59 22 21 220 28 34 20 20 33 62 37 538 67 23 20 50 21 128
internal_value=0 0.000919971 0.000775502 0.0020672 0.00108188 0.00209764 0.00211498 0.001625 0.0004121 0.00212514 0.00132941 0.000313636 0.00219719 0.00051749 0.00201123 0.00217663 0.00197863 0.00166092 2.32982e-05 -0.000107867 0.000836987 0.00232545 0.00200532 0.00205044 0.000315238 0.000863651 0.00208939 0.00190948 0.00126533 0.00184863
internal_weight=0 673 599 2448 325 2351 2303 101 274 2279 97 240 1396 141 883 1337 800 62 99 79 224 83 738 573 89 52 74 71 48 165
internal_count=3121 673 599 2448 325 2351 2303 101 274 2279 97 240 1396 141 883 1337 800 62 99 79 224 83 738 573 89 52 74 71 48 165
is_linear=0
shrinkage=0.00145689


Tree=1839
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 12 4 4 16 42 132 2 45 4 12 4 3 14 0 131 1 2 1186 0 403 3 402 13 49 42
split_gain=10.3736 1.77047 1.4557 1.49687 1.48481 1.21568 1.18838 1.12022 2.11332 0.955883 0.82462 0.946795 0.787473 1.06705 0.727218 0.700334 1.38053 0.676992 0.68715 0.572732 0.567656 0.561825 0.558327 0.549541 0.52561 0.728313 0.545552 0.642484 0.77905 0.745597
threshold=0.10752500000000002 0.31299000000000005 0.41257000000000005 0.083785000000000012 0.10803500000000001 -0.010834999999999999 -0.095774999999999985 -0.050494999999999991 -0.059624999999999991 -0.0060199999999999993 0.10365500000000001 0.15950500000000004 0.084355000000000013 0.36766000000000004 0.11734000000000001 -0.081224999999999978 0.092670000000000016 -0.47071999999999997 -0.096374999999999975 0.083410000000000026 0.093575000000000019 0.10855000000000002 0.060550000000000007 -0.10474999999999998 -0.53101999999999994 -0.081164999999999987 0.081585000000000019 0.0061450000000000003 0.097180000000000016 -0.079539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 -6 23 -8 11 -3 13 14 15 21 22 -4 -19 20 -11 -7 24 -9 25 -17 27 29 -29 -26
right_child=1 10 17 -5 7 12 9 8 -10 19 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00024476309853753881 0.0025252586817997268 0.00061870678803974816 0.0021880151606951635 0.0004265496697050376 0.0025105253834624033 0.0026821766890068716 0.0027045338726601042 0.0028456263319723237 -0.00044080011236036611 0.0026921483172173272 0.0015594321098437007 -0.0010871984732653695 0.0038031043937682822 0.0013112744536092299 0.0017801127088540967 0.0027174962125973549 0.0010121059472450627 0.0015281106526923134 0.00055814098698071031 0.00049036824881898053 0.0013954266185935279 0.0017853115114021018 0.0015282318353436596 0.0012180829200360292 0.0031479121740348626 0.00096154481257885592 0.0028555182789545843 0.0021581005779305702 0.00060159032951800809 0.0024009722919153763
leaf_weight=22 139 62 23 34 33 690 64 20 33 27 29 23 21 45 86 21 38 56 115 20 49 38 37 23 74 29 151 97 20 1002
leaf_count=22 139 62 23 34 33 690 64 20 33 27 29 23 21 45 86 21 38 56 115 20 49 38 37 23 74 29 151 97 20 1002
internal_value=0 0.00131764 0.00151014 0.00183951 0.00203323 0.00237498 0.00180959 0.00140577 0.000926079 0.00202476 0.00051384 0.000157109 0.00241879 0.0024063 0.00242788 0.00245324 0.00236299 0.00103136 0.000875792 0.00157158 0.0018561 0.00263536 0.00239886 0.00197508 0.00242197 0.00169904 0.00244886 0.00239739 0.00189203 0.00245234
internal_weight=0 590 476 282 248 2531 182 109 76 160 114 85 2349 2328 2283 2197 1469 194 171 96 76 728 1431 43 1394 50 1344 1193 117 1076
internal_count=3121 590 476 282 248 2531 182 109 76 160 114 85 2349 2328 2283 2197 1469 194 171 96 76 728 1431 43 1394 50 1344 1193 117 1076
is_linear=0
shrinkage=0.00718087


Tree=1840
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 2 1 4 1 16 2 2 49 50 3 11 40 3 2 47 1 1 1 2 133 12
split_gain=347.911 53.3726 29.1635 25.7824 16.1909 16.0841 12.7299 10.0931 9.93007 9.41919 8.65651 6.31562 6.08933 5.6055 5.1485 4.84347 4.64946 3.21033 2.88993 2.8912 2.71538 2.65666 2.57552 2.47407 2.46691 2.28703 2.18699 2.12644 2.09816 2.01331
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.095545000000000005 0.14285500000000004 -1.0000000180025095e-35 0.10613000000000002 0.076975000000000002 0.13501500000000002 0.09253500000000002 -0.062539999999999984 0.089625000000000024 -0.52595999999999987 0.08647500000000001 -0.0091949999999999983 -0.054984999999999992 0.041865000000000006 -0.13927999999999999 0.075910000000000019 -0.077714999999999992 -0.10217499999999997 0.31358000000000003 0.090280000000000013 0.12958500000000003 0.13075500000000004 0.13265500000000002 0.088850000000000012 -1.0000000180025095e-35 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 8 6 20 24 12 13 -5 -9 27 -6 15 -14 -2 22 19 -15 -3 -20 -7 -18 -8 28 -13 -1 -4 -23
right_child=1 5 25 10 9 17 7 11 -10 -11 -12 26 14 18 -16 -17 23 -19 21 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028008267301275944 0.0017495648724893402 0.00099502967560218696 0.001007294337203574 0.0024730899832362406 0.0016973991542556031 0.00053422583022810191 0.0022567801700249623 0.0020156889711132248 0.0033336677519543228 0.0017684293197337789 0.0014857302649973749 0.0011897385030585942 0.0018770718892212772 0.0022947696056622091 0.0017799660123343972 0.0026313830986778516 0.0027580690738653944 0.00099528211964229315 0.0019580987976577265 0.0029916528760986012 0.00046412741597571736 0.0026558691394536192 -7.5590603938664947e-05 0.0023066894227364333 0.0015587941862135364 0.00081886633042895841 0.00066476430682226614 0.0026657146597682583 0.0016192490912182566 0.0024300174482799627
leaf_weight=954 23 46 22 34 21 61 34 22 67 48 63 139 23 20 22 266 58 26 23 57 50 150 24 63 20 24 23 416 38 284
leaf_count=954 23 46 22 34 21 61 34 22 67 48 63 139 23 20 22 266 58 26 23 57 50 150 24 63 20 24 23 416 38 284
internal_value=0 0.00134832 0.00196875 0.00262857 0.00266144 0.00103043 0.00120327 0.0013988 0.00273831 0.00243863 0.00183182 0.00122287 0.00271458 0.00249659 0.00251537 0.00257135 0.00239951 0.000510369 0.00252802 0.00281064 0.000718518 0.0024804 0.000362042 0.00252305 0.00199827 0.00123029 0.00111521 0.0027598 0.00139487 0.00250808
internal_weight=0 673 228 2448 2351 445 334 238 1748 603 97 184 1681 555 311 289 144 111 534 77 96 457 85 121 54 84 162 1370 60 434
internal_count=3121 673 228 2448 2351 445 334 238 1748 603 97 184 1681 555 311 289 144 111 534 77 96 457 85 121 54 84 162 1370 60 434
is_linear=0
shrinkage=0.00157699


Tree=1841
num_leaves=31
num_cat=0
split_feature=1 4 12 155 157 3 1 2 376 4 15 4 2 39 2 0 150 15 1 13 4 13 150 1 48 16 43 43 2 1209
split_gain=10.0538 1.67989 1.15459 1.04551 1.24452 1.0408 0.986064 0.919043 0.866752 0.768138 1.0768 0.754948 0.723748 0.720399 0.718185 0.628901 0.672651 0.593047 0.582739 0.785724 0.574213 0.666132 0.861571 1.49834 1.39275 0.935759 0.8605 1.0773 0.849644 0.814678
threshold=0.10752500000000002 0.27287000000000006 -0.010834999999999999 0.10158500000000002 -0.087624999999999981 0.149315 0.09253500000000002 0.092120000000000021 0.080200000000000007 -0.033174999999999989 -0.0088349999999999974 0.36766000000000004 0.25063000000000007 0.084405000000000008 0.13754500000000003 -0.10474999999999998 0.08926000000000002 -0.028889999999999996 0.13075500000000004 0.05868000000000001 -0.081224999999999978 -0.07743499999999999 0.081835000000000019 0.085760000000000017 0.087555000000000008 -0.083134999999999987 0.10915000000000001 0.064745000000000011 0.090175000000000019 -0.064814999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 8 7 -1 9 -6 -11 14 18 -8 20 16 -7 -9 19 -3 -4 26 25 -24 -25 28 27 -22 -23 -27
right_child=1 12 11 -5 5 15 13 17 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 24 -26 29 -28 -29 -30 -31
leaf_value=0.0030944887208350013 -0.00019821058735841705 0.0013865713626237399 0.0022616169244295673 0.0026483886776857502 0.0028711240751945091 0.0020344559070511023 8.002713832701057e-05 0.0020274995877983893 0.00086226348318499131 0.0019653196752419449 0.00034720446486800975 0.0012846893321127877 -0.00029016666698440988 0.0014074770672957817 0.0012198352111842347 -9.5488182299463847e-07 0.00043900188540660183 0.00072060842757319373 0.00056523378323971283 3.959542354169325e-05 0.0021699359888809528 0.0028155104928039611 0.0025745864364471027 -0.00072413802111913361 0.0016270100903937124 0.00060197430280941125 0.0030634973455672485 0.00079637560319456373 0.0019523399509337117 0.001884954547452187
leaf_weight=24 20 109 737 27 28 22 22 48 40 102 20 47 24 68 37 26 21 20 130 21 711 88 21 20 21 21 42 24 98 482
leaf_count=24 20 109 737 27 28 22 22 48 40 102 20 47 24 68 37 26 21 20 130 21 711 88 21 20 21 21 42 24 98 482
internal_value=0 0.00112249 0.00204679 0.00145027 0.00133433 0.00145267 0.00155752 0.00202174 0.00169626 0.00191865 0.00170005 0.0020847 0.00076931 0.00108299 0.00210104 0.000781917 0.00125528 0.00164312 0.000867108 0.00116898 0.00211543 0.00204492 0.0019095 0.00118953 0.000480109 0.00197429 0.00217581 0.00212509 0.00236072 0.00183139
internal_weight=0 590 2531 306 279 259 182 92 190 150 122 2349 284 90 2302 69 43 68 260 130 2265 1528 751 62 41 689 777 735 186 503
internal_count=3121 590 2531 306 279 259 182 92 190 150 122 2349 284 90 2302 69 43 68 260 130 2265 1528 751 62 41 689 777 735 186 503
is_linear=0
shrinkage=0.00637641


Tree=1842
num_leaves=31
num_cat=0
split_feature=1 3 2 30 9 0 4 44 1 0 132 3 12 150 457 11 4 1 157 49 484 3 41 40 40 1 133 1 133 16
split_gain=8.14357 1.41952 1.07643 2.11509 0.991443 0.993455 0.953495 0.925874 1.07445 2.2216 0.836413 0.728652 0.795917 0.871461 0.722997 0.691699 1.11423 0.651916 0.613249 0.563994 0.558443 0.882589 0.563883 0.589257 0.70321 0.617355 0.534107 0.692864 0.526278 0.690115
threshold=0.10752500000000002 0.31370500000000007 0.10981000000000002 0.085875000000000021 -1.0000000180025095e-35 0.22582000000000002 -0.15764999999999998 1.0000000180025095e-35 0.089625000000000024 -0.10151999999999999 0.10365500000000001 0.10732000000000001 0.087765000000000024 0.11156000000000001 0.057025000000000006 0.080150000000000013 -0.15464999999999998 0.14754500000000001 -0.089089999999999989 -0.048674999999999989 -0.070679999999999979 0.088060000000000013 0.083975000000000008 -0.064864999999999992 -0.083039999999999989 0.12165500000000001 0.087495000000000003 0.11353000000000001 0.11269500000000002 -0.076354999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 26 -1 7 -4 8 11 -10 17 12 13 18 19 16 -14 -3 -6 -11 -8 22 23 24 -22 -25 27 -2 -20 -30
right_child=1 10 6 -5 5 -7 20 -9 9 14 -12 -13 15 -15 -16 -17 -18 -19 28 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00056724221942122904 0.0026496366815041816 0.00032582769121659622 0.0019772923481692437 0.00036450010650580377 0.0027454698563762763 0.00049576562862944928 -0.00026192827849824902 0.002903669253694239 0.00086786329309575065 0.002870592710588175 0.0012178760726181349 0.00080257298630579223 0.00063521670143536484 0.00073857214948072386 0.00083370398135349151 0.0027998617519494244 0.0017878010739280357 -0.00099875879866191414 0.0020577923869238065 0.001815481049218541 0.0002132393396034115 0.0014087378774260328 0.0014831588858178109 0.00067155740085513861 0.0015475538278437553 -0.00054663432359300834 0.00091180772349916481 0.0016750986795825169 0.0019966474688426486 0.00049749440023567036
leaf_weight=25 39 53 27 53 48 22 20 31 133 21 29 24 34 20 28 25 912 20 812 346 33 70 22 29 29 37 23 106 30 20
leaf_count=25 39 53 27 53 48 22 20 31 133 21 29 24 34 20 28 25 912 20 812 346 33 70 22 29 29 37 23 106 30 20
internal_value=0 0.00099043 0.00113062 0.00145333 0.00180599 0.00181835 0.000863502 0.00183007 0.0018165 0.00156668 0.000319726 0.00188502 0.00189868 0.00202939 0.00180198 0.0017735 0.00174638 -3.70727e-05 0.00205776 0.00187586 0.000738201 0.000829122 0.000558634 0.000399732 0.000837354 -1.13683e-05 0.00179683 0.00193722 0.00201946 0.00139699
internal_weight=0 590 488 221 2531 2506 267 2484 2453 528 102 1925 1901 930 395 971 946 73 910 367 240 220 150 128 62 66 168 145 862 50
internal_count=3121 590 488 221 2531 2506 267 2484 2453 528 102 1925 1901 930 395 971 946 73 910 367 240 220 150 128 62 66 168 145 862 50
is_linear=0
shrinkage=0.00625138


Tree=1843
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 14 4 3 1 47 47 47 4 3 0 12 49 15 49 1 11 4 0 16 1 50
split_gain=493.636 55.8252 51.104 31.0179 29.714 21.1531 18.3377 16.6015 13.3294 9.30314 9.01636 8.29276 8.11113 7.84243 7.54179 7.51481 6.45125 6.83114 5.88591 5.50009 5.4933 4.33051 4.17904 4.17841 3.70872 5.06522 3.58039 3.78301 3.00855 2.72434
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.09253500000000002 0.14285500000000004 0.091625000000000012 -0.17966999999999997 0.27287000000000006 0.076175000000000007 0.053180000000000012 -0.11171999999999999 0.12765500000000005 0.091680000000000011 0.090100000000000013 0.077555000000000013 -0.046564999999999988 0.092670000000000016 -0.062294999999999996 0.13597000000000004 -0.012034999999999999 0.013270000000000002 -0.085174999999999987 0.16175000000000003 0.080455000000000013 -0.15464999999999998 -0.11173999999999999 -0.43320999999999993 0.13075500000000004 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 8 9 -6 14 26 19 -1 -10 22 21 16 -13 -18 -16 24 -2 -3 -9 29 25 -8 27 -4 -5 -7
right_child=1 5 6 28 7 23 10 13 12 -11 -12 15 -14 -15 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001378632891785689 0.0012321464112972254 0.00052985379556371945 0.0023714312155445286 0.00091215184921287801 0.0023929838739299757 -8.626164002717524e-05 0.0015866752128662208 0.0016282593598463322 0.00072916724694901752 0.0031053364032764194 0.0018424789134550668 0.002515782765783054 3.1667570419033162e-05 0.0018451882042558312 0.001803254587718055 0.0028746530001672941 0.0020894372804952125 0.0011902501165870188 0.00080164134185232603 0.0016303846228868876 0.0020745962905096707 0.0011829283449271717 0.0009027210229101268 -0.00065077330416028463 0.0026063149794916382 0.0022698002998678265 0.0024551718481279892 0.0015892702130057359 0.00028462630551763496 0.00047965542992615045
leaf_weight=27 20 66 35 50 28 65 24 20 67 46 137 58 75 30 33 33 97 22 20 29 92 32 107 21 66 575 1176 21 24 25
leaf_count=27 20 66 35 50 28 65 24 20 67 46 137 58 75 30 33 33 97 22 20 29 92 32 107 21 66 575 1176 21 24 25
internal_value=0 0.000780095 0.0022599 0.00144056 0.00179711 0.000476019 0.00235251 0.00135954 0.000681207 0.00246205 0.00218403 0.00213866 0.00036077 0.00117524 0.000982545 0.00223638 0.00211738 0.0019232 0.00142529 0.00225146 0.00192416 0.000743103 0.00101698 -6.56023e-05 0.00227854 0.00224243 0.00243803 0.00207812 0.00070863 7.09375e-05
internal_weight=0 590 2531 186 422 404 2109 185 293 1278 831 237 142 157 151 210 177 119 53 694 112 98 127 111 665 599 1232 56 74 90
internal_count=3121 590 2531 186 422 404 2109 185 293 1278 831 237 142 157 151 210 177 119 53 694 112 98 127 111 665 599 1232 56 74 90
is_linear=0
shrinkage=0.00145689


Tree=1844
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 1 2 150 2 2 4 2 2 1 0 12 3 475 3 12 106 49 447 42
split_gain=278.307 47.3342 28.7274 22.0046 21.9983 14.0108 10.0036 9.10126 9.02363 7.3049 7.14452 4.7575 4.61092 4.21091 3.24857 3.22281 2.92083 3.40161 2.89278 2.72114 3.30265 2.30442 1.85191 2.10528 1.81141 1.80381 1.79616 1.67794 1.7208 1.64927
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.099515000000000006 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.14530500000000005 -0.55119499999999988 0.092365000000000017 0.15361500000000003 0.076935000000000017 -0.030209999999999997 0.096475000000000019 0.090900000000000009 -0.088274999999999978 -0.14847999999999997 0.11734000000000001 0.087690000000000004 0.11560500000000001 0.084065000000000015 0.088670000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 8 21 18 11 13 -5 16 14 19 -13 26 -1 22 29 20 25 -6 23 -18 -21 -7 -3 28 -25 -4
right_child=1 2 7 10 6 9 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 24 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0027469360855992345 0.0021629379205121133 0.0010331897629637793 0.00066414949054853652 0.0019833117234079886 0.0022860427730885765 0.0020422208757945115 0.0010836080619005982 0.0013456920829603798 0.0026862546482317156 0.0011903786512093457 0.0011708745577529375 0.0015639506413661849 0.0014732177437764133 0.0014342638310418216 0.0021228224329730935 0.0004507383839982728 0.0019221933930669969 0.0020649401781116907 0.00015993360510466241 0.0024253788884418671 0.0015505950035581482 0.0017852270281933432 0.0019282857642005083 0.0022812375228770201 0.0020124984622585398 0.0016911442537458103 0.00059742607251843209 0.0019122219919384656 0.0019021763788904197 0.00028070598694787452
leaf_weight=21 74 238 70 34 29 245 39 23 76 26 63 23 28 28 274 24 38 268 68 46 38 53 37 1076 41 34 21 27 25 34
leaf_count=21 74 238 70 34 29 245 39 23 76 26 63 23 28 28 274 24 38 268 68 46 38 53 37 1076 41 34 21 27 25 34
internal_value=0 0.00108522 0.000952081 0.00212233 0.0011694 0.00214983 0.00167912 0.000501851 0.00220407 0.00192567 0.00145565 0.0021839 0.00202731 0.00196992 0.00207954 0.000951459 0.00221801 0.00221046 0.000389011 0.00200704 0.00194563 0.00196234 0.00224288 0.00225286 0.0022308 0.00199944 0.000997858 0.002264 0.00227263 0.000538793
internal_weight=0 673 599 2448 404 2351 121 195 1893 458 97 1817 325 432 297 283 1492 1471 172 404 317 82 1203 1166 87 279 259 1128 1101 104
internal_count=3121 673 599 2448 404 2351 121 195 1893 458 97 1817 325 432 297 283 1492 1471 172 404 317 82 1203 1166 87 279 259 1128 1101 104
is_linear=0
shrinkage=0.00142833


Tree=1845
num_leaves=31
num_cat=0
split_feature=1 52 1 44 12 15 131 46 4 0 3 1 150 160 50 15 16 12 2 51 49 131 47 4 11 15 51 14 16 2
split_gain=9.90323 1.57755 1.24615 1.20315 1.13317 1.27259 1.01134 0.962672 1.0823 1.8679 1.33668 0.902579 0.76845 0.769578 0.762142 0.723583 0.810361 0.720618 0.7106 0.736138 0.76599 0.683041 0.674538 0.627549 0.781819 1.06044 1.28508 0.863912 0.84074 0.824923
threshold=0.10752500000000002 -0.40306999999999998 0.14262000000000002 0.083555000000000018 0.078300000000000008 0.050935000000000008 0.096070000000000016 0.084955000000000017 -0.17966999999999997 -0.026509999999999995 0.11296500000000002 0.10171500000000001 0.091105000000000005 -0.046074999999999991 0.10965000000000001 -0.41396999999999995 -0.11676499999999999 0.11734000000000001 0.13754500000000003 -0.085989999999999997 -0.087004999999999985 0.09031500000000002 0.11069000000000002 0.053925000000000008 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 0.078320000000000015 0.0057500000000000008 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 21 3 6 5 7 14 8 -1 10 11 12 13 -10 18 -4 -17 23 19 -3 -21 -2 -16 24 28 26 -26 -27 -6 -30
right_child=1 2 15 -5 17 -7 -8 -9 9 -11 -12 -13 -14 -15 22 16 -18 -19 -20 20 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.00178047893435137 0.0023012497190923143 3.004137003746478e-05 0.00068761902112129177 0.0021341119164471492 0.0017423628698307965 0.0022374428611532668 0.0016541827006003138 0.0024102482371902031 0.00088513079516136929 -0.00022316459748853232 0.00014254178631895663 0.00062968131674373561 0.00065796771742052086 0.0018060625822114531 0.0019504292401410872 0.00061614783960233692 -0.00073271326821422271 0.0011910948781640876 0.0001556119319104579 0.0017638972481793583 0.00077439047600841835 0.0010746158475901893 0.00064709738287750337 0.0014103059123578014 0.0020868898213457316 0.0035754029446225647 0.0005557445092162391 0.0021618209933721953 0.00089751791824142161 0.0015782428292977868
leaf_weight=75 28 33 52 21 1365 43 38 20 32 29 30 42 27 134 26 21 32 87 66 25 204 24 20 209 71 20 20 32 65 230
leaf_count=75 28 33 52 21 1365 43 38 20 32 29 30 42 27 134 26 21 32 87 66 25 204 24 20 209 71 20 20 32 65 230
internal_value=0 0.000847691 0.000761918 0.000888368 0.0016153 0.00136644 0.000824871 0.00127016 0.00120837 0.00106242 0.00120311 0.0013385 0.00149275 0.00162853 0.000740609 0.000240462 -0.000198259 0.00166651 0.000650411 0.000775055 0.000882415 0.00173511 0.00138376 0.00168707 0.00171915 0.0020977 0.00175037 0.00270551 0.00168654 0.00142825
internal_weight=0 590 538 433 2531 432 412 389 369 294 265 235 193 166 374 105 53 2099 328 262 229 52 46 2012 1803 143 91 52 1660 295
internal_count=3121 590 538 433 2531 432 412 389 369 294 265 235 193 166 374 105 53 2099 328 262 229 52 46 2012 1803 143 91 52 1660 295
is_linear=0
shrinkage=0.00533549


Tree=1846
num_leaves=31
num_cat=0
split_feature=1 4 12 150 4 42 14 16 4 2 2 4 12 52 12 0 40 1 15 159 14 1456 42 402 3 484 16 403 12 159
split_gain=8.02161 1.41364 0.957953 0.865702 0.855823 0.681869 0.669797 0.940903 0.661165 0.616595 0.611039 0.730247 0.895171 1.51301 0.633106 0.573403 1.15388 0.573063 0.63056 0.62927 0.545251 0.575725 0.768638 0.688465 0.92913 0.671994 0.695023 0.595021 0.585838 0.568492
threshold=0.10752500000000002 0.27287000000000006 -0.010834999999999999 1.0000000180025095e-35 -0.095774999999999985 -0.0060199999999999993 -0.41790499999999997 -0.4714549999999999 0.51303500000000013 0.14530500000000005 0.10252500000000002 -0.50052499999999989 0.087505000000000013 -0.07167999999999998 0.095780000000000018 -0.0058249999999999994 -0.045684999999999996 0.11230000000000001 -0.097454999999999986 0.10620500000000001 0.054835000000000009 0.056265000000000009 0.08426500000000002 0.089785000000000018 -0.15327499999999997 -0.081614999999999979 -0.011989999999999999 0.23383500000000004 0.087625000000000022 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 -1 -6 8 17 -3 -2 20 -12 13 -13 -14 16 -9 -8 19 -19 21 23 -23 24 -4 26 -24 28 -25 -26
right_child=1 6 10 -5 5 -7 7 15 -10 -11 11 12 14 -15 -16 -17 -18 18 -20 -21 -22 22 25 27 29 -27 -28 -29 -30 -31
leaf_value=0.00011942624415496581 0.0016567100273154559 0.0016767799704122881 0.0007901090881776337 0.00074615204559651694 0.0020838652461789833 0.001182166486085707 0.0018230536751018156 -0.0008971095024521117 0.00037215935690030694 0.00050495533199642793 0.0024425035237802253 -0.00067040593840904307 0.0022185880879719952 0.0015072643896179632 0.0015070295819928682 -0.0010424638396106653 0.0011483872711177455 0.0012334369012482129 -0.00036831665457450884 8.1261417246420198e-06 0.0024632451061557766 0.0028310601510531017 0.0022661383178226887 0.0031458143322195286 0.0018704927922630155 0.0026091226508313929 0.00088017373841101402 0.0017230437283752207 0.0021599642542327112 0.001052617588770852
leaf_weight=22 188 46 39 94 64 96 20 23 29 24 46 21 79 48 208 24 28 61 25 28 84 69 30 46 1433 40 37 60 69 40
leaf_count=22 188 46 39 94 64 96 20 23 29 24 46 21 79 48 208 24 28 61 25 28 84 69 30 46 1433 40 37 60 69 40
internal_value=0 0.000967569 0.00184373 0.00128666 0.00137078 0.00154285 0.000623757 0.000426902 0.00117233 0.00152632 0.00188037 0.00164019 0.00153652 0.000844495 0.00170289 -0.000179971 0.000225908 0.00076657 0.000581222 0.000847946 0.00192996 0.00190592 0.0022742 0.00186749 0.00182099 0.0019151 0.00150075 0.0022693 0.0025543 0.00184828
internal_weight=0 590 2531 306 182 160 284 209 75 212 2349 402 356 69 287 75 51 134 114 89 1947 1863 176 1687 1512 107 67 175 115 1473
internal_count=3121 590 2531 306 182 160 284 209 75 212 2349 402 356 69 287 75 51 134 114 89 1947 1863 176 1687 1512 107 67 175 115 1473
is_linear=0
shrinkage=0.0067667


Tree=1847
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 4 43 4 2 14 1 4 0 52 0 12 50 49 150 160 48 0 4 15 39 16 13 3 50
split_gain=230.631 26.9353 25.0968 14.0588 13.516 11.9584 8.58965 8.1416 5.96517 5.61529 5.29208 4.74884 4.67667 4.51417 4.50112 4.37156 3.89793 3.60694 3.56935 3.10602 3.26875 3.28437 3.01912 2.9839 4.16964 2.88972 2.76938 2.19777 2.18912 2.24657
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.053180000000000012 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 0.076175000000000007 0.10124500000000002 0.27834500000000006 -0.23194499999999998 0.048770000000000008 -0.076579999999999995 0.13597000000000004 0.11266000000000001 -0.012034999999999999 0.091105000000000005 -0.078564999999999982 0.084670000000000009 -0.11013499999999998 -0.059649999999999988 -0.03241999999999999 0.096625000000000016 -0.44310499999999992 -0.47860499999999995 -0.23446499999999998 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 13 7 10 25 -6 -9 15 19 26 -1 27 22 28 -11 -2 20 -10 -22 -4 -15 -25 -3 -8 -7 -17 -30
right_child=1 5 6 -5 8 14 12 9 11 17 -12 -13 -14 23 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0026144813789109045 0.0012259691442001392 0.00084425909875168845 0.0015827201415949464 0.00096023731885230216 0.0020522681578320715 0.00029890206255777437 0.0021474248752232669 0.0016511920970440068 0.0011710606382568012 0.00086835604389092988 0.0025573770010006514 0.0010869663378407616 0.0011587660915263044 0.0021296537579388948 0.00073323050409243205 0.0022866120809648424 0.0013926152367791274 0.0015515998686799453 0.0019186322598950122 0.0010567188320863426 0.0021561671631238843 0.0014919494526634076 0.0021644585498865024 0.0019118583493208565 0.0012224396283703101 0.00043713698376536986 0.0017835952968790964 -0.00029210605688519511 0.0019179164591494715 0.0021867645427395806
leaf_weight=22 20 99 20 74 31 33 66 39 21 91 61 85 21 73 34 59 23 21 92 22 35 31 1316 76 26 63 154 24 300 89
leaf_count=22 20 99 20 74 31 33 66 39 21 91 61 85 21 73 34 59 23 21 92 22 35 31 1316 76 26 63 154 24 300 89
internal_value=0 0.000994908 0.00202663 0.00146286 0.00169582 0.000779467 0.00209282 0.000917322 0.00144697 0.00116557 0.00212688 0.00135025 0.00182879 0.00198004 0.000305308 0.00211235 0.00198925 0.000996464 0.00179494 0.00155556 0.00168171 0.00184419 0.00215575 0.00190028 0.00173612 0.000685934 0.00189274 5.00565e-05 0.00201988 0.00197943
internal_weight=0 590 2531 186 422 404 2109 313 225 151 1868 194 241 197 91 1807 471 112 112 109 87 66 1336 175 102 162 220 57 448 389
internal_count=3121 590 2531 186 422 404 2109 313 225 151 1868 194 241 197 91 1807 471 112 112 109 87 66 1336 175 102 162 220 57 448 389
is_linear=0
shrinkage=0.00148603


Tree=1848
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 16 49 1 2 2 1 4 1 2 1 124 0 133 47 1 2 52 1
split_gain=339.734 56.8045 29.1458 25.2401 18.5361 16.2756 14.2426 9.63381 9.04402 9.00262 7.71353 6.36516 5.75386 5.74124 4.63247 5.03742 4.26135 3.39211 3.45003 3.38195 3.09799 3.01145 2.9911 2.66754 2.32055 2.26159 2.24138 2.13151 1.9421 1.82512
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.13501500000000002 0.09253500000000002 -0.062539999999999984 -0.52595999999999987 -0.054984999999999992 0.089625000000000024 0.08647500000000001 0.31358000000000003 0.076935000000000017 -0.016959999999999999 0.13075500000000004 -0.0091949999999999983 0.12958500000000003 -0.082135 -0.019414999999999998 -1.0000000180025095e-35 0.11043500000000002 0.13265500000000002 0.089005000000000015 0.40674500000000008 0.14000500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 22 14 21 12 -4 -10 -7 -2 27 20 29 23 -19 24 -16 -8 -3 -14 -5 -15 -13 28 -1 -6
right_child=1 4 10 19 16 9 8 -9 11 -11 -12 26 17 25 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024148231503851492 0.0013762794513607218 0.00075048397752240203 0.002027363841372302 0.00084695030533357598 0.00068547532669824838 0.0013798258196961446 0.0019295974343201347 0.0028791419640331094 0.001722937737205174 0.0014694473430722267 0.0011663104512784734 0.00095748165863326744 0.0021320648452127933 0.0023103102335324923 0.0017102892401131286 0.0015148344378637796 -0.00024028335446679594 0.002508190895274117 0.0019158979821417472 0.00057640788970805476 0.0022676175591402935 0.0012171423144014134 0.00023515201781138735 0.0017265697593411274 0.001441510088365821 0.0018869071982848097 0.00046649372167154789 0.0022787465006474522 0.0019863688339379643 0.00024796480635578551
leaf_weight=948 23 45 34 22 34 21 34 71 22 48 63 139 367 81 23 23 27 92 27 24 266 20 51 38 38 40 23 404 23 50
leaf_count=948 23 45 34 22 34 21 34 71 22 48 63 139 367 81 23 23 27 92 27 24 266 20 51 38 38 40 23 404 23 50
internal_value=0 0.00108197 0.00225074 0.00167329 0.000778999 0.00228303 0.000950412 0.00235343 0.00114148 0.00207432 0.00146812 0.00098763 0.00212759 0.00204351 0.00233131 0.00217104 0.000263214 0.00215756 0.00237381 0.00103862 0.00222326 0.00166573 0.000476714 0.00209402 0.0012235 0.00217034 0.000887773 0.00236767 0.00240467 0.000425052
internal_weight=0 673 2448 228 445 2351 334 1758 238 593 97 184 545 144 1687 312 111 524 119 84 289 54 96 405 60 121 162 1375 971 84
internal_count=3121 673 2448 228 445 2351 334 1758 238 593 97 184 545 144 1687 312 111 524 119 84 289 54 96 405 60 121 162 1375 971 84
is_linear=0
shrinkage=0.00145689


Tree=1849
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 12 1 43 15 43 4 48 0 3 132 2 14 39 13 160 160 4 16 129 51 42 1419 1 0 403
split_gain=9.22857 1.63075 1.23496 1.23733 1.40821 1.06987 0.887553 0.860725 0.741177 0.702474 0.70106 0.751546 0.895182 0.700487 0.615507 0.735353 0.571077 0.57976 0.56451 0.826371 0.72664 0.767546 0.835172 0.951398 0.881748 0.734138 0.703759 0.688243 0.681467 0.588271
threshold=0.10752500000000002 0.31299000000000005 0.41257000000000005 0.083785000000000012 0.10803500000000001 -0.010834999999999999 0.10171500000000001 -1.0000000180025095e-35 -0.12255999999999999 -0.084359999999999991 0.042705000000000007 -1.0000000180025095e-35 -0.14723999999999998 0.11658 0.10365500000000001 0.15950500000000004 -0.47071999999999997 0.10076500000000001 -0.085384999999999975 -0.089549999999999991 -0.55248999999999981 -0.50052499999999989 0.054560000000000004 0.088825000000000015 0.16385000000000002 -0.14723999999999998 0.082370000000000013 0.090275000000000008 -0.099059999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 8 -6 -1 -8 18 -12 -13 -9 15 -3 -4 -18 19 -7 -20 -22 24 26 25 29 -24 28 -21 -23
right_child=1 14 16 -5 7 10 9 13 -10 -11 11 12 -14 -15 -16 -17 17 -19 20 27 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022392594534967085 0.0016362163533666556 0.0002867188337578993 0.0013855780784361559 0.00019481605264227625 0.0002273280538888038 0.0022005672098421442 0.0011299183089362866 0.0018866322328283888 0.0011718310753130463 -0.00023435976068248414 0.00052126944898690732 0.0021956132553398199 0.0012959433984832543 0.00076710792028327835 0.00088465059903519272 -0.00083033017283207699 0.00065895568726138628 -8.1463393806246499e-05 0.00053495106601078688 0.0024820863781311554 0.0020011204768889033 0.0016816520556991535 0.0012348770538752765 0.00012956243430016897 0.00064997045238656824 0.0015789923356701054 0.0021520408130535494 0.00068092113922114093 0.001629216717467327 0.002817481863191887
leaf_weight=22 139 62 23 34 42 95 22 26 117 21 30 36 251 41 29 23 132 39 20 29 104 27 202 20 28 1103 27 20 332 25
leaf_count=22 139 62 23 34 42 95 22 26 117 21 30 36 251 41 29 23 132 39 20 29 104 27 202 20 28 1103 27 20 332 25
internal_value=0 0.000786638 0.000923914 0.00114932 0.00128018 0.00152764 0.00113354 0.000826162 0.00134078 0.000463643 0.00155817 0.0013248 0.00140879 0.00120155 0.000213455 -1.55415e-05 0.000596255 0.000490088 0.00159458 0.00175536 0.00154539 0.00155855 0.0015264 0.00124555 0.00158552 0.0016082 0.00134301 0.00164435 0.00169773 0.00222772
internal_weight=0 590 476 282 248 2531 182 109 139 43 2349 317 287 67 114 85 194 171 2032 476 1556 1536 1432 249 1183 1155 229 381 361 52
internal_count=3121 590 476 282 248 2531 182 109 139 43 2349 317 287 67 114 85 194 171 2032 476 1556 1536 1432 249 1183 1155 229 381 361 52
is_linear=0
shrinkage=0.00533549


Tree=1850
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 11 4 1 2 34 2 12 4 16 0 1 0 2 131 2 13 475 31 475 4 2 2 2
split_gain=253.652 32.513 27.2274 21.1185 17.6752 12.2117 11.1441 8.9302 7.49119 7.28186 6.35599 6.37402 5.88535 4.3679 4.34712 3.65407 3.48327 3.20161 5.31895 3.62878 3.07158 4.99885 2.61913 2.58043 2.44233 2.1964 2.14423 2.02545 4.51062 2.0234
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.10060500000000001 0.12958500000000003 1.0000000180025095e-35 0.40124500000000002 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.14960000000000004 0.09320500000000001 0.27834500000000006 -0.040964999999999994 -0.13027499999999997 0.086920000000000011 -0.12333499999999999 0.091265000000000013 0.082750000000000004 0.31358000000000003 -1.0000000180025095e-35 -0.066784999999999983 -0.077289999999999984 -0.08644499999999998 -0.0070899999999999991 0.10981000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 5 7 10 17 26 -4 11 24 16 -9 -13 -8 -7 19 -19 25 21 -12 -16 -18 -3 -1 -5 28 -2 -20
right_child=1 6 9 8 -6 12 15 13 -10 -11 20 14 -14 -15 22 -17 23 18 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018414807458250262 0.00089100780479685901 0.00059649555493354893 0.0018528182346135105 0.0021594012036417255 0.0011529161504033102 0.0013837831319016517 0.00086128472189473575 0.0026595663894286151 0.0011295138375421575 0.0010747376042028083 0.00032187040394543752 0.0012868348811761684 0.0011839426278278085 0.0019848098832567942 0.00048061254608003758 0.0016423628552103872 0.0021540778736872709 0.0014753449869044548 0.0016532928890651874 0.0019748210273630934 0.0007264572684234277 -0.00049181172228881446 0.0010839383023402759 0.0018525017707107692 -5.6123997825795024e-05 0.0021545818632975598 0.0017294710663953074 0.00089641733239781841 0.0017262227681322777 0.0020368229890149591
leaf_weight=46 32 22 34 46 45 27 23 76 29 77 57 36 26 25 43 24 67 40 29 347 20 20 21 328 23 978 45 128 21 386
leaf_count=46 32 22 34 46 45 27 23 76 29 77 57 36 26 25 43 24 67 40 29 347 20 20 21 328 23 978 45 128 21 386
internal_value=0 0.000971647 0.00199123 0.00129375 0.00202233 0.0020388 0.000636169 0.00208722 0.00174929 0.00131307 0.000514986 0.000700601 0.00183055 0.00249255 0.000897551 0.00126013 0.00187039 0.0020648 0.00196302 0.00209858 0.000237521 0.000110524 0.000678579 0.00190366 0.000262934 0.00214052 0.0019468 0.000991737 0.00122194 0.00201002
internal_weight=0 590 2531 301 2420 2375 289 1927 120 111 242 145 448 101 100 47 422 1826 455 1371 97 77 64 395 45 1024 91 181 53 415
internal_count=3121 590 2531 301 2420 2375 289 1927 120 111 242 145 448 101 100 47 422 1826 455 1371 97 77 64 395 45 1024 91 181 53 415
is_linear=0
shrinkage=0.00140032


Tree=1851
num_leaves=31
num_cat=0
split_feature=1 3 4 2 31 2 131 42 4 16 52 52 159 0 15 1 2 1 1 16 52 158 12 159 3 131 481 16 16 1212
split_gain=8.77058 1.50635 1.06582 1.07276 1.55998 1.05356 0.953639 0.939916 0.898535 1.08482 0.785671 1.17928 1.06766 0.816551 0.955772 0.791232 0.783898 0.834978 0.738901 1.18213 0.668068 0.663912 0.876173 0.65703 0.654755 0.649356 0.670953 0.654072 0.73574 0.76532
threshold=0.10752500000000002 0.31370500000000007 0.41257000000000005 0.10803500000000001 -1.0000000180025095e-35 0.094835000000000017 0.082070000000000018 -0.058859999999999989 -0.050494999999999991 -0.020119999999999996 -0.45478499999999994 1.0000000180025095e-35 0.10300000000000001 -0.030209999999999997 1.0000000180025095e-35 0.095950000000000021 -0.0091949999999999983 0.092390000000000014 0.083135000000000014 0.19444000000000003 0.048770000000000008 0.085030000000000008 0.080890000000000017 0.11109000000000001 -0.017889999999999996 0.077860000000000013 0.084540000000000018 -0.15241499999999997 -0.083134999999999987 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 16 10 -8 -5 24 -7 12 13 14 15 -12 17 -1 19 -13 -3 23 -23 25 -10 26 27 -18 -29 -30
right_child=1 20 -4 8 -6 6 7 -9 9 -11 11 18 -14 -15 -16 -17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0019677731878831504 0.00028112018367746093 -0.0001557531111860424 0.00066132222481490703 0.0016662559089887258 0.0018770430754614057 0.0019835374098970864 0.001426153204060648 -0.00017832481719132388 0.00039176876204356607 -0.0002499811165146763 0.0012904254759742028 0.0017769431036947446 0.0020418205042312351 0.00015184373395272157 0.002226243382982801 0.0003688443974521702 0.00098987328695902994 0.00062825289292820993 0.0026338597600937172 0.00041944632669234014 0.00089643216010865318 0.0032111182850169087 0.0019853212840085462 0.0007840463605711935 0.0016632386633174555 0.0020578315524989849 0.0027211000690755328 0.0019409169888292054 0.0016932794167494492 0.0010974125736417822
leaf_weight=29 28 68 194 37 129 138 32 24 29 39 103 224 44 36 27 53 46 44 31 27 34 26 139 25 32 271 25 420 675 92
leaf_count=29 28 68 194 37 129 138 32 24 29 39 103 224 44 36 27 53 46 44 31 27 34 26 139 25 32 271 25 420 675 92
internal_value=0 0.000872341 0.00101392 0.00124659 0.00159242 0.00170212 0.00150741 0.00073852 0.000850271 0.000548357 0.00157045 0.00146585 0.00117064 0.000995605 0.00116159 0.000977324 0.00178242 0.00116039 0.00174117 0.00163092 0.000194975 0.00180884 0.00217848 0.00176959 0.00105877 0.00178571 0.00172708 0.00170693 0.00173472 0.00162181
internal_weight=0 590 488 294 157 2531 739 56 137 100 683 545 263 219 183 156 1792 73 282 251 102 1719 165 1554 61 1529 1258 1233 1187 767
internal_count=3121 590 488 294 157 2531 739 56 137 100 683 545 263 219 183 156 1792 73 282 251 102 1719 165 1554 61 1529 1258 1233 1187 767
is_linear=0
shrinkage=0.0061288


Tree=1852
num_leaves=31
num_cat=0
split_feature=1 12 44 2 43 484 1 10 34 402 124 0 9 4 0 12 0 15 4 15 2 2 1 12 3 0 41 402 0 133
split_gain=7.13581 2.08817 1.19258 1.05437 1.09359 0.990422 0.884906 0.790051 1.03423 0.806643 0.904082 0.901176 0.733086 0.900348 0.701458 0.884416 0.59081 0.608358 0.557537 0.555374 0.62147 0.55045 0.564866 0.543236 0.942217 0.66096 1.06456 0.504629 0.969201 0.696112
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 -0.083269999999999997 -0.011244999999999998 0.089625000000000024 -0.005834999999999999 -0.038779999999999995 0.09277500000000001 0.0049200000000000008 -0.074824999999999989 0.081890000000000004 0.40124500000000002 -0.019414999999999998 -0.088589999999999988 -0.066089999999999996 -0.42198999999999992 -0.064054999999999987 0.13592500000000005 0.12992500000000004 0.13404500000000005 0.13021500000000003 0.11734000000000001 -0.055119999999999995 -0.14920999999999998 0.079395000000000007 0.090075000000000002 -0.071339999999999987 -0.015164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 18 14 -9 10 11 21 13 19 15 -2 -13 -18 -7 20 23 22 -10 25 -25 26 -3 -27 29 -29
right_child=7 12 -4 4 -6 6 -8 8 9 -11 -12 16 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0024149499298911398 0.001467586752262727 0.0033485556221406797 0.0025501644651891682 -0.00056218439942337683 0.00097131656353213584 0.0021787063305166937 0.00098409769802969217 -0.00062422812115150929 0.00059108419895344581 -0.00037662711250043598 -0.0003081055447835479 0.002535319511835641 0.0027617057301577443 0.00047282740252615075 -0.00096434513854289691 -0.00024960074514726317 0.0022555670278173751 0.0010241559404044586 0.0013306773266303642 0.00097725409121403621 0.0028394977673299421 0.00023346119212758236 0.0020197332501576274 0.0003671085806864985 0.0020270608277682366 0.0016805129850449867 0.0013984587590611642 0.0020917599333640786 0.0032487941318598817 0.0011684576096664843
leaf_weight=37 22 28 30 24 139 57 197 21 29 20 21 21 29 26 22 33 23 76 85 44 22 56 21 34 27 1739 22 143 25 48
leaf_count=37 22 28 30 24 139 57 197 21 29 20 21 21 29 26 22 33 23 76 85 44 22 56 21 34 27 1739 22 143 25 48
internal_value=0 0.00162082 0.00126281 0.00119116 0.000745525 0.00138435 0.00127186 0.000633721 0.000793312 0.000904803 0.00100856 0.00113091 0.00171396 0.00169988 3.68116e-05 0.000437274 0.00152463 0.00131024 0.00167108 0.00171484 0.00173039 0.000685186 0.00119112 0.00171858 0.00110184 0.00173734 0.00249051 0.00171808 0.0020205 0.00185973
internal_weight=0 2756 569 539 163 376 339 365 288 267 247 226 2187 2158 77 55 120 99 142 2132 2088 106 50 2066 61 2005 50 1955 216 191
internal_count=3121 2756 569 539 163 376 339 365 288 267 247 226 2187 2158 77 55 120 99 142 2132 2088 106 50 2066 61 2005 50 1955 216 191
is_linear=0
shrinkage=0.00663402


Tree=1853
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 1456 1 3 16 3 39 3 12 133 4 3 2 4 16 403 11 13 15 47 3 150 42 157 42 4 34
split_gain=5.78 1.69142 1.15172 1.13272 1.07565 0.817659 0.752627 0.848015 1.09118 0.831151 0.743622 0.688812 0.674944 0.667889 0.668702 1.2437 0.845463 0.827229 0.600407 0.571581 0.717835 0.699816 0.538173 0.587826 0.682292 0.71905 0.526706 0.523638 0.802796 0.661319
threshold=0.11829500000000003 0.078300000000000008 -0.096099999999999977 0.092395000000000019 -0.080549999999999983 0.10124500000000002 0.0068900000000000012 -0.50690499999999983 0.13524500000000003 0.085060000000000011 0.30112000000000005 -0.42850999999999995 0.086990000000000012 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 0.13751500000000003 0.085340000000000013 0.080455000000000013 -0.017449999999999997 0.040760000000000005 0.084635000000000016 0.10893000000000001 0.089910000000000018 -0.035074999999999988 -0.052249999999999991 0.10755000000000002 -0.033174999999999989 -0.028109999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 18 9 -8 -9 -7 27 -12 -11 14 15 -3 17 -16 22 20 -17 26 23 24 25 -6 -21 28 -2 -30
right_child=10 13 3 -5 5 6 7 8 -10 12 11 -13 -14 -15 16 19 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00016205105044099263 0.0017261782161252317 0.0030964006199580459 0.0024132959698674639 -0.0001888942644164488 0.00064220589212157363 -0.00030233087475890871 0.00047676544243910638 0.0024931082629237882 0.0008400901533229143 0.0014513372789810527 0.00078031285372628326 -0.00029627069992818129 0.00031387271347811267 0.0011444276030275987 -0.00024078457487491857 0.001813988079587414 0.0014542611892120472 0.001313155642193429 0.0022979083898671429 0.0023113457812725799 0.00017193166165314588 0.002885341869864761 0.0019280046499746254 0.00012738913921893512 0.00015385906744862837 0.0015557859379521312 0.0012692125647867365 0.0001505462653689937 -9.7185914060535025e-05 0.00085128130885618884
leaf_weight=28 32 25 25 24 42 35 36 30 30 36 34 65 43 278 22 20 1688 31 22 27 20 20 37 20 20 141 56 53 34 147
leaf_count=28 32 25 25 24 42 35 36 30 30 36 34 65 43 278 22 20 1688 31 22 27 20 20 37 20 20 141 56 53 34 147
internal_value=0 0.00134764 0.00104998 0.00111271 0.00117313 0.00111011 0.000820584 0.00122041 0.0016666 0.000483887 0.000526914 7.34651e-05 0.000832211 0.00142509 0.00146596 0.00183522 0.00143033 0.000668124 0.00132572 0.00161474 0.00099296 0.0018562 0.00124346 0.00112988 0.00122865 0.00134611 0.00160822 0.000695679 0.000831323 0.000673116
internal_weight=0 2756 569 541 517 492 210 96 60 114 365 99 79 2187 1909 168 1741 53 282 143 40 103 260 223 203 183 83 266 213 181
internal_count=3121 2756 569 541 517 492 210 96 60 114 365 99 79 2187 1909 168 1741 53 282 143 40 103 260 223 203 183 83 266 213 181
is_linear=0
shrinkage=0.0061288


Tree=1854
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 4 43 4 0 0 2 12 0 4 2 4 52 49 12 11 3 16 0 40 16 4 15 0 1
split_gain=230.381 30.9625 25.3798 14.7455 12.4921 12.2733 9.17789 8.31267 6.93786 5.73189 5.4447 5.21311 5.11717 4.79732 4.20953 4.08477 3.78419 3.73037 3.48489 3.35882 3.2978 3.29124 3.04918 3.04392 2.91086 2.434 2.41277 3.91943 3.25736 2.34156
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.053180000000000012 -0.025214999999999998 -0.17966999999999997 -0.076579999999999995 -0.23194499999999998 0.11177500000000001 0.13597000000000004 1.0000000180025095e-35 -0.011209999999999999 0.10444500000000002 0.27834500000000006 0.048770000000000008 -0.012034999999999999 -0.088589999999999988 1.0000000180025095e-35 -0.14186499999999996 -0.008904999999999998 -0.23001499999999997 -0.089249999999999982 -0.12029499999999999 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 7 9 24 -6 20 -1 -9 21 15 -13 19 25 -7 -2 -10 -4 -11 -16 -21 -3 -8 28 -28 -12 -26
right_child=1 5 6 -5 8 17 16 11 13 12 26 14 -14 -15 22 -17 -18 -19 -20 23 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0028031482180302129 0.0014943621976937704 0.00053075977827157902 0.0023276376683781788 0.0012185942740376499 0.0022787783061415014 0.00034158968256433898 0.002188361972785035 0.0018221126339365435 0.0015150182289815496 0.002457706724118536 0.0024526626159421792 0.0017767445392651859 0.0015210082413861085 0.00093331996651096062 0.0012532797367678023 0.0013429739474820658 0.0014401617235618106 0.00092765613317404808 0.0021393054301611755 0.0016918698343494644 0.002633375485507634 0.0021429229396077928 0.00067782257275747775 0.0022935985135499291 0.0011976838139161174 0.0018901978360351505 0.0020854780398984153 0.0014556168225095976 0.0018080115792969257 0.00082462891672806986
leaf_weight=22 20 30 1322 74 31 57 127 39 48 79 51 22 23 21 65 59 21 34 92 32 73 371 25 34 67 93 76 26 22 65
leaf_count=22 20 30 1322 74 31 57 127 39 48 79 51 22 23 21 65 59 21 34 92 32 73 371 25 34 67 93 76 26 22 65
internal_value=0 0.00123088 0.00220256 0.00170365 0.00188909 0.00101322 0.00226529 0.00114482 0.00166365 0.00229847 0.00214657 0.00138119 0.00216526 0.00156535 0.00122765 0.00164207 0.00200811 0.00056056 0.00202414 0.00179687 0.00234364 0.00219818 0.00109343 0.00200185 0.000924497 0.00206232 0.00206403 0.00192493 0.00225838 0.00101398
internal_weight=0 590 2531 186 422 404 2109 313 225 1868 197 151 473 194 112 173 241 91 112 114 1395 450 90 66 162 220 175 102 73 132
internal_count=3121 590 2531 186 422 404 2109 313 225 1868 197 151 473 194 112 173 241 91 112 114 1395 450 90 66 162 220 175 102 73 132
is_linear=0
shrinkage=0.00140032


Tree=1855
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 10 44 4 1 2 48 12 133 402 12 51 1204 48 48 44 52 39 1 3 43 123 1208 1447 484 402
split_gain=5.68397 1.85914 1.54806 1.05693 0.932112 0.899328 0.782403 0.762925 1.25675 2.32525 1.17007 1.34287 1.00454 1.23086 0.810392 0.767239 0.585224 0.579409 0.784409 0.574892 0.544137 0.648022 0.533533 0.549348 0.558742 0.523654 0.510564 0.514234 0.929644 0.816862
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 -0.079859999999999987 1.0000000180025095e-35 -0.081224999999999978 0.088305000000000008 0.08647500000000001 0.085485000000000019 -0.015429999999999998 0.0033250000000000003 -0.022269999999999995 0.11650500000000001 -0.20636999999999997 -0.084424999999999986 0.092475000000000016 0.078735000000000013 0.097195000000000017 -0.061194999999999992 0.056590000000000008 0.11910500000000002 -0.12018999999999998 0.10366000000000002 0.083965000000000012 1.0000000180025095e-35 -0.086059999999999984 0.085595000000000018 0.10999000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 25 -2 7 14 16 12 11 -11 -10 -14 15 -6 -9 18 26 -8 21 -12 -7 -24 -25 -1 27 -17 29 -29
right_child=3 -3 -4 -5 6 22 19 8 9 10 20 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00018205656468505991 -0.00045373849215520567 0.00040984273972219544 -0.00020720488620143025 0.0017025544417612782 0.0027710666330497255 0.00084963092910447509 0.0030527192069899896 0.0024748572193973996 0.0014963952076926701 0.00090720558463697133 0.00205740224957201 -0.0011704900209972204 0.0012788990345509929 -0.0002074429592793001 0.00034584448037779022 0.0024255097518596689 0.001446129841849788 0.00070432301459585997 0.0027567598182891943 0.0015717824060265415 0.00020841417195926519 0.00063459667621619618 0.0012731704645483528 0.00034721647552320395 -0.00072417220562096625 0.0011341599862646453 0.0023803748936722974 0.0016234167211978212 0.00052125402986770691 0.00056469351488329324
leaf_weight=21 39 75 23 28 22 132 20 22 332 20 22 31 64 33 20 25 1222 28 23 21 32 29 20 110 23 27 30 562 35 30
leaf_count=21 39 75 23 28 22 132 20 22 332 20 22 31 64 33 20 25 1222 28 23 21 32 29 20 110 23 27 30 562 35 30
internal_value=0 0.00138066 0.00140769 0.000537296 0.0014216 0.000436595 0.00143739 0.00142379 0.00135341 0.00110835 0.00038951 -0.000355707 0.00133288 0.000773236 0.00158787 0.00162077 0.00146432 0.00158625 0.00162128 0.00229419 0.000847415 0.00124836 0.00055843 0.000307198 0.000161939 0.000558315 0.00158298 0.00154629 0.00151124 0.00156977
internal_weight=0 2769 2694 352 2671 324 2623 2582 1807 563 134 51 429 97 775 755 1244 733 705 41 83 51 285 153 133 48 682 652 627 592
internal_count=3121 2769 2694 352 2671 324 2623 2582 1807 563 134 51 429 97 775 755 1244 733 705 41 83 51 285 153 133 48 682 652 627 592
is_linear=0
shrinkage=0.00625138


Tree=1856
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 4 159 2 12 42 11 0 11 52 2 0 47 1 148 11 0 160 1 14 4 16 13
split_gain=125.941 15.7657 13.5225 11.5406 7.43496 6.08464 5.77081 5.07716 4.15743 3.9338 3.45286 2.89701 2.82553 2.42942 2.4878 2.42326 2.35955 2.52146 3.64958 2.35337 2.07298 1.96651 1.89531 2.12708 3.09493 1.78815 1.7125 1.70592 3.47578 2.37487
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.15464999999999998 0.033845000000000007 0.082585000000000006 0.11389000000000002 0.13597000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12333499999999999 0.080150000000000013 1.0000000180025095e-35 0.10402500000000002 -0.067094999999999988 0.077555000000000013 0.16540500000000002 -0.043434999999999994 0.080455000000000013 -0.066089999999999996 -0.0080249999999999991 0.096475000000000019 0.062655000000000016 -0.062539999999999984 -0.0094449999999999968 -0.011914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 21 13 -6 11 12 19 22 -5 14 -4 -15 17 18 25 26 -7 -3 23 -8 -25 -9 -1 29 -29 -14
right_child=1 5 6 9 7 20 8 16 -10 -11 -12 -13 27 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0017343624124184108 0.0017287118188486323 0.00060733730458740998 0.0014248946283715283 0.0017617919451830665 0.0019193891780617705 0.00064974193062690574 0.0019139510127910515 0.0019058476550934194 0.0016076495010482578 0.00074318238493570972 0.0012040422923381298 0.0013893602510448109 0.00099770271238301461 0.0025563165932445905 0.0019864190413291867 0.0020167839337956301 0.0017191893476134008 0.00089788006807866628 0.00078438782337192023 0.0022473765075287067 0.00011575277295858887 0.0011234311827568353 0.0021505146403371163 0.0011355823315507847 0.0017977332570908375 0.0013351828323418002 0.0022239789070150704 0.0012321826560141411 0.00052600607296980487 0.0017485413140688744
leaf_weight=159 106 22 20 21 35 130 573 22 171 59 22 29 20 37 1037 47 23 51 21 33 21 111 67 21 107 36 20 52 26 22
leaf_count=159 106 22 20 21 35 130 573 22 171 59 22 29 20 37 1037 47 23 51 21 33 21 111 67 21 107 36 20 52 26 22
internal_value=0 0.00105969 0.00186877 0.00130804 0.00161108 0.000792111 0.00192033 0.00137755 0.00183077 0.00108509 0.0017987 0.00187864 0.00122815 0.00199631 0.00197579 0.00225444 0.0012536 0.00117123 0.00134769 0.00186041 0.000575479 0.00103806 0.00189711 0.00187289 0.0016891 0.00155164 0.00178907 0.00113476 0.00099679 0.001391
internal_weight=0 590 2531 306 422 284 2109 188 968 200 234 797 141 1141 1057 84 153 130 79 212 151 133 768 701 128 58 179 120 78 42
internal_count=3121 590 2531 306 422 284 2109 188 968 200 234 797 141 1141 1057 84 153 130 79 212 151 133 768 701 128 58 179 120 78 42
is_linear=0
shrinkage=0.00157699


Tree=1857
num_leaves=31
num_cat=0
split_feature=4 3 2 149 106 10 457 39 13 1416 0 15 401 4 402 4 11 2 16 3 157 48 484 160 43 10 43 2 49 2
split_gain=5.24219 1.69518 1.36832 0.884483 0.84581 0.769836 0.687606 0.716146 0.641052 0.529693 0.600825 1.05286 0.69219 1.41635 0.95497 0.639419 0.542933 0.595807 0.914802 0.777451 0.595864 0.524401 0.603735 0.7766 0.721364 0.642049 0.739229 0.654909 0.587793 0.515059
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 0.085655000000000009 -0.079859999999999987 0.31508000000000008 0.10732000000000001 0.27266500000000005 1.0000000180025095e-35 -0.075934999999999989 -0.089549999999999991 0.080710000000000018 -0.51843499999999987 0.12317000000000002 -0.085409999999999986 0.077290000000000011 0.10559 -0.020119999999999996 -0.026224999999999995 -0.24909499999999998 0.12118000000000002 0.096415000000000015 -0.076689999999999994 -0.0064299999999999991 1.0000000180025095e-35 -0.077604999999999993 0.13622000000000004 -0.043469999999999995 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 8 9 10 15 -12 13 -13 -14 29 17 20 19 -19 -17 22 23 24 -7 26 -25 28 -28 -1
right_child=3 -3 -4 -5 -6 21 -8 -9 -10 -11 11 12 14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0017238312096264472 -0.00031806073888881678 0.00035031435054645569 -0.00012280346977285925 0.0013402456138668533 0.00029953620753730211 0.0006194719195849515 0.00030523424322419701 0.00046402005633138551 0.0019745650389451949 0.0018272774482782496 0.00015636881924145142 0.0021220991153911659 -0.0003887400000042962 0.0010674316121917612 0.0012277361296359856 0.00040861644489132044 0.0019607115745806686 0.00063766668022718518 0.00016602651828933067 0.0019908710242597565 0.001207783057769856 -0.00025807004990346781 -0.0002553156848394004 -8.6460860684025483e-05 0.0019064589387596937 -0.00018670761645612886 0.0004092528975413496 0.00031389075332309368 0.0014165403467628916 0.0012560203363344963
leaf_weight=114 39 75 23 28 31 26 25 38 28 34 35 37 20 597 20 26 24 26 40 21 1407 25 24 33 22 34 23 47 51 148
leaf_count=114 39 75 23 28 31 26 25 38 28 34 35 37 20 597 20 26 24 26 40 21 1407 25 24 33 22 34 23 47 51 148
internal_value=0 0.00112601 0.0011476 0.000448294 0.00115854 0.000371212 0.00116863 0.00117688 0.00118739 0.00117875 0.00116998 0.00104094 0.00108688 0.00112898 0.000419498 0.00122064 0.00118009 0.00116777 0.000747456 0.00124229 0.00119328 0.000465533 0.000535111 0.000615493 0.00120934 0.000463872 0.000607507 0.000796771 0.00110346 0.00145957
internal_weight=0 2769 2694 352 2671 324 2640 2615 2577 2549 2515 709 674 634 40 1806 1544 1520 87 47 1433 285 260 236 48 188 154 121 74 262
internal_count=3121 2769 2694 352 2671 324 2640 2615 2577 2549 2515 709 674 634 40 1806 1544 1520 87 47 1433 285 260 236 48 188 154 121 74 262
is_linear=0
shrinkage=0.00523088


Tree=1858
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 48 2 96 0 160 4 1 2 133 12 48 39 52 159 160 160 43 42 42 42 12 13 52 1
split_gain=4.24617 1.37309 1.10834 0.716431 0.693728 0.655703 0.669374 0.623986 0.528869 0.661688 0.521136 0.516711 0.730901 0.928159 0.938319 1.46507 0.926946 1.19211 0.645081 1.52527 0.597157 0.804458 0.987935 0.610816 0.913608 0.844074 0.505513 0.500464 0.483242 0.570518
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.14779000000000003 0.25063000000000007 0.086715000000000014 0.034820000000000011 0.079055000000000014 -0.082249999999999976 0.091785000000000019 0.09358000000000001 0.084760000000000016 0.095175000000000023 0.10866500000000003 0.083240000000000022 0.11277500000000001 -0.032739999999999991 -0.092739999999999975 -0.015149999999999999 -0.022084999999999997 0.075730000000000006 0.088915000000000008 0.085730000000000015 0.090455000000000021 -0.42195999999999995 0.039215000000000007 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 10 6 11 8 9 28 -1 18 -13 14 26 -16 17 -15 20 -20 -6 22 -22 -23 25 -25 -14 -3 -2 -30
right_child=3 27 -4 -5 5 -7 -8 -9 -10 -11 -12 12 13 16 15 -17 -18 -19 19 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-5.1144506080973776e-05 0.00032211077656773326 0.00090246204006834755 -0.0001374216218492616 0.0014997842438161013 0.0024810481378961711 0.002158771355974992 0.00011291278200145584 -0.00064210765348477839 -0.0005031756723815284 0.0015767914208087001 0.0013234615843046946 0.0013198295306498522 0.0018677588829246882 -0.00068267665928671345 -0.00067177075542698846 0.0012367877165308659 0.0016163318542276629 0.00098351460796774213 0.0019613047331272422 -0.00033800063659774666 -0.00022930755326042726 0.0014512524293198545 0.0014847585367720381 0.0017750145949481091 0.0014681385160896735 0.0036211559679020342 0.0011957352359129605 -0.00016096996290359143 0.0018527817908549347 0.0004814544573018795
leaf_weight=28 202 39 23 28 26 38 20 22 21 25 20 1466 64 39 27 46 22 34 23 26 25 455 33 20 55 22 182 36 21 33
leaf_count=28 202 39 23 28 26 38 20 22 21 25 20 1466 64 39 27 46 22 34 23 26 25 455 33 20 55 22 182 36 21 33
internal_value=0 0.00126004 0.00128421 0.000501658 0.00129645 0.00131063 0.00129816 0.0004154 0.000492437 0.000566842 0.000521608 0.0013074 0.00125168 0.00101036 0.00117842 0.000530883 0.000446046 9.33576e-05 0.00146033 0.000741265 0.00151573 0.00147459 0.000745937 0.00155115 0.00201973 0.00274204 0.00137057 0.000392015 0.000468214 0.00101475
internal_weight=0 2769 2694 352 2671 2623 2585 324 302 281 48 2565 1880 414 319 73 95 73 685 49 636 610 58 552 97 42 246 75 256 54
internal_count=3121 2769 2694 352 2671 2623 2585 324 302 281 48 2565 1880 414 319 73 95 73 685 49 636 610 58 552 97 42 246 75 256 54
is_linear=0
shrinkage=0.00650394


Tree=1859
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 0 49 1 2 150 4 4 0 156 48 3 47 160 3 484 2 131 2 49
split_gain=251.8 40.4167 24.7996 19.5993 16.2023 12.8952 8.75329 7.36016 6.62946 5.91314 5.7789 4.81483 6.4831 4.82078 4.4766 4.03502 3.86154 3.75781 2.78177 2.66249 2.24814 2.15277 1.97995 1.85974 1.99433 1.83023 1.76296 1.53948 2.27756 1.4648
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.09253500000000002 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.14285500000000004 1.0000000180025095e-35 0.27834500000000006 0.0061450000000000003 -0.07929499999999999 -1.0000000180025095e-35 0.088965000000000002 -0.13927999999999999 0.090100000000000013 -0.067824999999999983 -0.010424999999999999 0.084750000000000006 0.087995000000000004 0.082750000000000004 0.31358000000000003 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 14 11 -6 15 -5 12 13 -1 16 21 -4 18 -13 -20 25 -7 -3 -18 -25 -21 -15 28 -16 -12
right_child=1 2 6 10 8 9 -8 -9 -10 -11 29 17 -14 26 27 -17 23 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017461270893853861 0.0017628588479205694 0.00070563208453418356 0.00083216046321550911 0.0015897598302500307 0.0016147503845659215 0.0018687805456096118 0.0010175145224764525 0.0022081268395029831 0.00089134788155895595 0.0010837876036362568 0.0011005518932544396 0.0018596775694554764 0.002050139927203013 0.0013834769977339677 0.00016057740073367692 0.0011409512787690864 0.00067419488079003816 0.0015733208852998285 0.0021911624067061648 0.0017592616633978334 0.0012779186834837807 0.0016016566898249319 0.0010604273557906158 0.00050192541202910882 7.4840018215616646e-05 0.0014194214454357717 0.00095195309726113237 0.0004399584339724288 -0.00035469143273869446 0.00069686253885080417
leaf_weight=42 71 190 39 34 71 62 37 76 32 41 34 1130 35 34 59 30 23 110 21 344 20 344 32 32 47 30 32 20 20 29
leaf_count=42 71 190 39 34 71 62 37 76 32 41 34 1130 35 34 59 30 23 110 21 344 20 344 32 32 47 30 32 20 20 29
internal_value=0 0.000821255 0.000710202 0.00173261 0.000957459 0.00175659 0.000420098 0.0018059 0.00139 0.00156289 0.00115134 0.0017889 0.00155659 0.00139665 0.000327997 0.00160794 0.000479006 0.00180897 0.00182575 0.00173335 0.00170895 0.00164245 0.000756774 0.000343976 0.000247837 0.001732 0.00117425 0.000112923 3.01296e-05 0.000914727
internal_weight=0 673 602 2448 325 2351 277 1874 103 477 97 1798 143 108 240 436 141 1655 1545 415 394 406 222 102 79 374 66 99 79 63
internal_count=3121 673 602 2448 325 2351 277 1874 103 477 97 1798 143 108 240 436 141 1655 1545 415 394 406 222 102 79 374 66 99 79 63
is_linear=0
shrinkage=0.00131955


Tree=1860
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 3 10 2 10 47 9 4 52 13 4 12 2 40 151 147 16 157 51 0 48 1447 2 3
split_gain=4.36119 1.34576 0.92294 0.992329 0.987273 0.851224 0.802604 0.772165 0.653838 0.839321 0.783797 0.616775 0.61283 0.590856 0.582975 0.574453 0.573946 0.56246 0.998293 0.523081 0.512728 0.480935 0.545026 0.470918 0.636657 0.466902 0.96293 0.98084 0.692424 0.681457
threshold=0.11846000000000002 0.078300000000000008 0.092395000000000019 -0.096099999999999977 0.081185000000000021 -0.078139999999999973 -0.0043399999999999992 0.12178000000000001 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.11419000000000001 0.081890000000000004 0.50996500000000011 0.08257500000000001 0.043850000000000007 0.40124500000000002 -0.42850999999999995 0.31358000000000003 -0.085774999999999976 -0.086654999999999982 0.091170000000000015 -0.16075999999999999 -0.48214999999999997 0.16385000000000002 -0.075934999999999989 0.093265000000000015 -0.065079999999999985 0.10559 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 14 15 9 10 -2 -12 16 -10 19 21 23 -11 -19 -5 -21 22 -7 -3 25 28 27 -27 29 -25
right_child=8 12 -4 4 -6 7 -8 -9 13 17 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00017316055849763589 0.00034015229284580417 0.002261838119648649 -0.00026519593044496497 -0.0003631986008393034 0.0025245112676761995 0.0022581539920401412 -0.00060632106407721396 0.00053304618353400778 -0.0011169627432701184 0.0015194399054410232 0.0022340508010861766 0.00086281343000429523 0.0024572764287678996 0.00047074404767738596 0.0019214401851794071 0.00029711652895342614 0.00040702570347068517 0.00047306720380793719 -0.0010636336310743727 0.001661112263293458 0.00050425456713075933 0.00058108859383442272 0.001453916170663541 0.0015090042030272434 0.00040839756168035366 0.0028684592406443077 0.00016350824659593696 0.0012757290538783742 0.00059952200424372225 0.002786094082937984
leaf_weight=28 36 34 25 20 26 53 21 54 21 20 37 29 29 26 22 20 27 165 24 29 55 24 197 1492 30 20 37 458 41 21
leaf_count=28 36 34 25 20 26 53 21 54 21 20 37 29 29 26 22 20 27 165 24 29 55 24 197 1492 30 20 37 458 41 21
internal_value=0 0.00136111 0.00105769 0.00111794 0.00118732 0.00111709 0.0006679 0.00130683 0.000535273 0.000652234 0.00117575 0.00163154 0.00144067 -0.000238657 0.00088027 0.00144895 0.00142702 0.000396735 0.000277931 0.000660022 0.000903646 0.00153303 0.00162441 0.00143993 0.00142662 0.00144138 0.00125768 0.00134237 0.00150227 0.00152673
internal_weight=0 2763 574 549 521 495 147 348 358 311 102 66 2189 47 126 294 2160 209 189 104 84 274 250 2133 2099 2069 515 478 1554 1513
internal_count=3121 2763 574 549 521 495 147 348 358 311 102 66 2189 47 126 294 2160 209 189 104 84 274 250 2133 2099 2069 515 478 1554 1513
is_linear=0
shrinkage=0.00704007


Tree=1861
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 43 47 4 150 3 16 43 43 13 0 0 0 1 4 1 15 12 3 43 15 15 47 47
split_gain=216.973 25.8476 23.7269 20.6553 11.4139 9.05224 8.56498 6.22015 5.71079 5.05121 3.79069 4.69756 3.67513 3.4863 3.26621 3.35655 3.3493 3.24706 2.95086 2.86971 4.23006 2.86033 2.48703 2.42791 2.32932 3.81158 2.30188 1.98555 3.03941 2.04008
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.40124500000000002 0.091625000000000012 -0.073404999999999984 0.13082500000000002 0.053180000000000012 0.09487000000000001 0.10893000000000001 -0.073849999999999985 0.016310000000000002 -0.025214999999999998 -0.020934999999999999 -0.22491999999999998 -0.14832499999999996 -0.11173999999999999 0.081670000000000006 -0.14098499999999997 0.087325000000000014 -0.095244999999999982 0.093965000000000007 0.095270000000000007 -0.083134999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077555000000000013 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 23 17 21 -3 12 11 13 -8 27 -2 -16 -17 -4 22 20 -14 26 -19 -5 25 -6 -1 28 -9 -30
right_child=1 8 6 5 24 -7 9 10 -10 -11 -12 -13 19 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024560877639204265 0.0011414535120891482 0.00079268820795253176 0.002923290852187481 0.0026879246703768547 0.0016999699447958693 0.0013855467868234626 0.0025455127829707735 0.00216998748972368 0.0015592891205423076 0.0020728755548944816 0.0016874693326637098 0.0017270042092618527 0.0017204973480129833 0.0019731643133922634 0.0012195876209065933 0.0012707022312461471 0.0019114313193161394 0.0025748002882750869 0.002536722270145527 0.0024739410336087025 0.0022887700031223278 0.0015549467994379236 0.0018847556592955232 0.0021419884751266729 0.0018826113824505501 0.000870477734181586 0.0017455818638211231 0.0027227825291198239 0.0030391304933234499 0.002362706730995783
leaf_weight=22 116 158 48 24 35 36 235 58 26 137 20 23 34 30 63 29 53 20 1180 163 262 41 30 85 39 20 20 73 21 20
leaf_count=22 116 158 48 24 35 36 235 58 26 137 20 23 34 30 63 29 53 20 1180 163 262 41 30 85 39 20 20 73 21 20
internal_value=0 0.00137228 0.00239299 0.00158586 0.00206491 0.00204454 0.00245864 0.00219836 0.000901012 0.00233885 0.00231985 0.00237606 0.00239136 0.00244997 0.00133103 0.00148269 0.00168483 0.00253653 0.00252144 0.00231243 0.0022235 0.00183974 0.00216077 0.00226219 0.00159926 0.00139834 0.00211775 0.00253313 0.00239328 0.00270917
internal_weight=0 590 2531 406 422 145 2109 328 184 831 245 225 694 202 261 145 82 1278 1230 459 296 83 50 109 94 55 42 172 99 41
internal_count=3121 590 2531 406 422 145 2109 328 184 831 245 225 694 202 261 145 82 1278 1230 459 296 83 50 109 94 55 42 172 99 41
is_linear=0
shrinkage=0.00151575


Tree=1862
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 4 0 1 14 0 12 0 150 43 2 12 15 13 16 4 15 2 2 34 16 11
split_gain=228.025 28.9642 23.8163 22.5132 13.9563 9.84744 9.10978 8.78731 7.33489 5.20533 4.93409 4.78219 4.15636 3.73139 3.54272 3.24529 3.03898 3.00644 3.54303 2.56247 2.50192 2.68219 4.3833 2.43016 4.54494 2.93103 2.37819 3.49976 2.15213 2.32515
threshold=0.10752500000000002 0.13471500000000003 0.085055000000000006 0.051320000000000005 0.08864000000000001 0.13082500000000002 0.40124500000000002 0.090455000000000021 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.10124500000000002 0.076175000000000007 -0.071339999999999987 0.13597000000000004 -0.13027499999999997 0.091105000000000005 -0.025214999999999998 0.11177500000000001 0.093765000000000015 -0.020484999999999996 -0.0075049999999999987 -0.50690499999999983 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.13754500000000003 -1.0000000180025095e-35 -0.073849999999999985 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 10 26 19 12 -6 14 -1 13 15 16 28 -5 -10 -2 -19 -4 21 -20 -23 25 -25 -12 27 -3 -9 -30
right_child=1 5 6 7 8 -7 -8 9 11 -11 23 -13 -14 -15 -16 -17 -18 18 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0026196877379610919 0.00076377506040481034 0.00023738972188236279 0.0023356242051713345 0.0016322910111532165 0.0020963800034473376 0.001319863281795621 0.0010575201396721739 0.0021208445393456456 0.00180790255543346 0.0017188917501768665 0.0022752911305783502 0.0010741622394752669 0.0025688843156292324 0.00096655234134694146 0.001501401175776894 0.0021346196397910556 0.0011629224522484705 0.0015211142784692386 0.00078296155536140594 0.0017867847022136757 0.00049721426192289283 0.00077027385627868308 0.0016568414303828256 0.0019265194530590994 0.0012306601222309384 0.0016190147972306509 0.00025540838329838391 0.00088956559193639642 0.0019189073026807449 0.0022198768544577619
leaf_weight=22 109 31 23 28 31 29 36 282 69 169 52 85 46 20 29 1089 20 31 39 84 20 20 29 76 27 20 99 40 403 63
leaf_count=22 109 31 23 28 31 29 36 282 69 169 52 85 46 20 29 1089 20 31 39 84 20 20 29 76 27 20 99 40 403 63
internal_value=0 0.000987666 0.00121795 0.00199342 0.00168625 0.000535192 0.00169147 0.00205489 0.00143834 0.00195062 0.0019694 0.00133319 0.0021397 0.00153518 0.00200102 0.00212203 0.00166296 0.000944918 0.00108697 0.00190476 0.000962349 0.00106806 0.00129498 0.00188765 0.00174411 0.00209299 0.000401336 0.000604813 0.00202039 0.0019596
internal_weight=0 590 391 2531 422 199 143 2109 225 946 197 194 1163 109 777 1117 89 248 139 107 108 88 49 175 103 72 170 71 748 466
internal_count=3121 590 391 2531 422 199 143 2109 225 946 197 194 1163 109 777 1117 89 248 139 107 108 88 49 175 103 72 170 71 748 466
is_linear=0
shrinkage=0.00145689


Tree=1863
num_leaves=31
num_cat=0
split_feature=1 12 15 454 456 393 3 13 4 15 3 0 52 47 4 158 159 151 52 16 0 151 3 42 402 12 12 52 52 1416
split_gain=5.31755 1.55559 0.942682 0.84303 0.939228 0.757371 0.754326 0.890776 0.736527 0.75949 0.956356 1.55495 0.737085 0.6574 0.640333 0.572484 0.682743 0.623838 0.543003 0.542643 0.504515 0.962259 0.731448 0.613369 0.628313 1.72635 0.583348 0.815841 0.569584 0.569188
threshold=0.11829500000000003 0.051320000000000005 0.035560000000000008 -1.0000000180025095e-35 0.077935000000000018 0.086855000000000016 0.31370500000000007 -0.47860499999999995 -0.17966999999999997 -0.015744999999999999 0.083060000000000009 -0.071924999999999989 -0.089199999999999988 0.078875000000000015 0.033845000000000007 0.080695000000000003 0.11728000000000001 1.0000000180025095e-35 0.048520000000000008 0.042200000000000008 -0.092404999999999973 -0.085164999999999977 -0.045649999999999989 0.091545000000000015 0.095250000000000015 0.092465000000000006 0.092655000000000015 0.091820000000000013 0.084735000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -2 -8 -5 12 11 -11 -10 -14 20 17 18 -16 -17 -4 21 -3 23 29 26 -26 27 -25 -23 -22
right_child=6 14 19 4 -6 -7 7 -9 9 10 -12 -13 13 -15 15 16 -18 -19 -20 -21 22 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00025285241251813849 0.00065196071385234967 0.00043018686719362278 0.0021253466890067216 0.0014577592657648297 0.0020253323997668593 -0.00020124769725572553 0.00049368732569166887 -0.00066815463715959051 0.0015524881215621502 0.0019586768015233485 -0.0005435652921550343 -0.00024729963639711977 0.00067596838017973751 0.001426663617899354 0.00081797665819412907 0.002323836652470723 0.00086508752282232824 0.0018424028284152545 0.001152101260577432 0.001019438056889428 0.0013633908857713514 0.0019816700371245847 0.00025748559020654158 0.0010115210775690484 0.0029827347007031903 0.00077006166953989732 0.0011626488777884561 -0.0002208785477693933 0.0013207241500238847 0.0023260219522997275
leaf_weight=20 275 20 33 70 24 20 56 34 53 20 27 21 200 46 206 32 38 21 21 25 1278 114 21 51 20 26 237 26 66 20
leaf_count=20 275 20 33 70 24 20 56 34 53 20 27 21 200 46 206 32 38 21 21 25 1278 114 21 51 20 26 237 26 66 20
internal_value=0 0.00123197 0.000965291 0.000886178 0.000933539 0.000876202 0.000504708 5.47693e-05 0.000925513 0.000823995 0.000283882 0.000828786 0.00094683 0.000816342 0.00129983 0.00106485 0.00144429 0.000912747 0.00185956 0.00164866 0.00133959 0.00160841 0.00130757 0.00132087 0.00111408 0.00173209 0.00102354 0.000595386 0.00173932 0.00137822
internal_weight=0 2756 559 501 481 457 365 90 437 367 68 41 299 246 2197 318 91 227 53 58 1879 200 1679 1658 360 46 314 77 180 1298
internal_count=3121 2756 559 501 481 457 365 90 437 367 68 41 299 246 2197 318 91 227 53 58 1879 200 1679 1658 360 46 314 77 180 1298
is_linear=0
shrinkage=0.00566207


Tree=1864
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 14 43 4 0 12 1 150 3 2 14 0 49 123 3 43 132 1 4 43 3
split_gain=205.675 26.7577 22.6826 13.1675 11.0056 10.1419 8.75739 7.02638 7.41053 5.70293 5.13013 5.87683 4.41796 3.42384 5.25138 3.38216 2.85865 3.31475 2.94733 2.7891 3.00717 2.63159 2.50615 2.49382 3.92307 2.42947 3.54259 2.37054 2.29213 2.84798
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.033845000000000007 0.062655000000000016 -0.073404999999999984 -0.062539999999999984 -0.097024999999999986 0.13597000000000004 0.086255000000000012 0.09487000000000001 0.10299500000000002 0.085730000000000015 0.076175000000000007 -0.13455999999999999 -0.012034999999999999 0.10695000000000002 0.095270000000000007 -0.083134999999999987 0.088890000000000011 0.15799000000000005 -0.46376499999999993 -0.078654999999999989 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 7 19 -3 -9 13 11 15 -10 -8 -15 -1 17 18 -13 20 -4 -2 28 24 -6 26 -7 -20 -14 -30
right_child=1 5 6 -5 23 25 9 8 12 -11 -12 16 22 14 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018091619409001173 0.0014212551402066958 0.00070598349457104328 0.0016832826715664152 0.0011082498145857595 0.0014295666164321778 0.00057337985316075152 0.0025274175562143681 0.0018897345022197874 0.001699837395047307 0.0018014287872439843 0.0025216750740940054 0.0023930762479182901 0.00069656244459309299 0.0020959098361811685 0.0014169293501560217 0.0011984374030718557 0.0014403854141671886 0.0015699873627655295 0.0023479764828066327 0.0025826780148568039 0.0022274119123717132 0.002004346151775738 0.00052139250313532016 0.0016170621614012427 0.0006207082562763107 0.00092369657684444244 -0.00014263471201675804 0.0018667596061214373 0.0013223094349799208 0.00084416505090365371
leaf_weight=38 20 90 22 74 35 55 37 28 22 171 26 50 28 735 25 39 20 30 28 46 1073 92 20 39 20 23 20 97 78 40
leaf_count=38 20 90 22 74 35 55 37 28 22 171 26 50 28 735 25 39 20 30 28 46 1073 92 20 39 20 23 20 97 78 40
internal_value=0 0.00112788 0.00208308 0.00158514 0.00177475 0.000917362 0.00214477 0.00104799 0.0011905 0.00204285 0.0019007 0.00184724 0.00108636 0.00209464 0.00207357 0.00149983 0.00196613 0.00201743 0.00209413 0.00223124 0.00221648 0.00190022 0.00100505 0.00133526 0.00113544 0.000509472 0.000382443 0.00197455 0.0010713 0.00116023
internal_weight=0 590 2531 186 422 404 2109 306 216 968 328 302 188 797 760 77 225 205 175 1141 1095 112 166 94 55 98 75 125 146 118
internal_count=3121 590 2531 186 422 404 2109 306 216 968 328 302 188 797 760 77 225 205 175 1141 1095 112 166 94 55 98 75 125 146 118
is_linear=0
shrinkage=0.00145689


Tree=1865
num_leaves=31
num_cat=0
split_feature=4 3 9 0 40 1 43 0 0 483 13 457 12 11 3 1 3 52 11 48 0 150 1 3 11 4 3 0 16 3
split_gain=5.27091 1.63272 1.24076 0.877277 0.873216 0.718402 0.88614 0.761406 0.678613 0.792893 0.673483 0.837459 0.700884 0.666199 0.841691 1.76388 0.829006 0.993478 0.705252 0.647538 0.796492 0.801109 1.07023 0.739444 0.644684 0.630841 0.687861 0.593323 0.661108 0.576755
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.051255000000000002 0.13075500000000004 0.084740000000000024 0.024095000000000002 -0.036484999999999997 0.093585000000000015 0.26746000000000009 0.31508000000000008 0.11734000000000001 1.0000000180025095e-35 -0.11255999999999998 0.080270000000000022 -0.14989499999999997 0.088785000000000017 0.086080000000000018 -0.14001 -0.10224499999999999 0.096430000000000002 0.086920000000000011 -0.023499999999999997 0.090070000000000025 0.42642000000000008 -0.034684999999999994 -0.23091999999999999 -0.14035499999999998 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 25 8 9 -7 11 12 13 14 15 -4 17 18 -15 -16 21 22 27 -24 -20 29 -27 -21 -29 -2
right_child=5 -3 4 -5 -6 7 -8 -9 -10 -11 -12 -13 -14 16 19 -17 -18 -19 24 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010814762361936413 0.00084714020743472123 0.00041762776521692211 0.0012855486610127498 -0.00050322930877726938 0.00034880675362997148 -4.4369460574191953e-05 0.0019169645264614263 -0.0007146041403572217 0.0013878864013450718 0.0012592566193399485 0.0019500894811707763 0.00016910949762981412 0.000852223232076146 0.0022427670423827055 0.0023932930198511753 -0.00069867803025055466 0.0028266894583755114 0.00050316972365541525 0.00052900418555792083 0.0022454085802267897 0.0013691149950256221 0.002037168646044508 -0.00043141946163340207 0.00074698134988200376 0.0017688276313231927 0.00034648847970076229 0.0014232415329804911 0.0015414791994737955 0.00049426483738505584 -8.6545943173587265e-05
leaf_weight=27 38 75 53 22 32 85 20 26 20 20 59 22 105 58 20 22 20 26 22 20 1915 24 23 94 43 35 50 52 35 58
leaf_count=27 38 75 53 22 32 85 20 26 20 20 59 22 105 58 20 22 20 26 22 20 1915 24 23 94 43 35 50 52 35 58
internal_value=0 0.00127494 0.0012988 0.000369976 0.00131601 0.000509636 0.000740299 0.000202594 0.000393372 0.00020394 0.00132786 0.00131348 0.00132342 0.00134381 0.00131711 0.000703509 0.00170056 0.0015494 0.00177055 0.00133819 0.00132844 0.00101431 0.000904723 0.00051533 0.0013492 0.000610281 0.000979873 0.00133051 0.00112019 0.000283038
internal_weight=0 2769 2694 49 2645 352 201 151 125 105 2613 2554 2532 2427 2258 75 169 149 123 2183 2163 248 224 117 65 181 85 107 87 96
internal_count=3121 2769 2694 49 2645 352 201 151 125 105 2613 2554 2532 2427 2258 75 169 149 123 2183 2163 248 224 117 65 181 85 107 87 96
is_linear=0
shrinkage=0.00589082


Tree=1866
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 150 0 49 4 1 4 1 47 0 4 0 3 3 3 49 0 42 1
split_gain=332.685 52.994 32.3246 26.5681 21.2787 16.8066 11.0725 10.0852 8.59512 8.18941 7.23504 5.74078 5.20833 5.12556 7.46987 5.68993 4.70338 4.29148 3.01147 2.85541 2.73954 3.0592 2.38295 2.08677 1.95739 1.87847 1.81443 1.69658 1.48773 1.47002
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.14960000000000004 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.40945500000000007 0.076935000000000017 0.090100000000000013 -0.083554999999999977 -0.55119499999999988 -0.030209999999999997 0.076840000000000006 -0.12711499999999995 -0.010424999999999999 -0.054319999999999993 -0.23091999999999999 0.090545000000000014 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 7 11 13 12 -6 -5 17 18 14 16 20 -1 -4 22 27 -15 -22 -7 -18 -23 -19 -12 -3 -2 -13
right_child=1 2 6 10 9 8 -8 -9 -10 -11 26 29 -14 15 -16 -17 23 25 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021750765594192507 0.0023494069880881444 0.0012381764819310718 0.00092001687338151583 0.0019686641506650201 0.0020120223477209137 0.002033828131960202 0.0012534452397650819 0.0027863164947972501 0.0013205718523536232 0.0011243188585868076 0.0013704838164872637 0.00019514422789817157 0.0014116458247024411 0.0023542173176081108 0.0025664427653420653 0.001950245985287044 0.0011590797727818248 0.00064896280642506355 0.0022928391389539717 0.0013376321378277766 0.0027675270795011805 0.0018941366328898135 0.0015948869872682359 0.0017209531524735315 0.002233064295474721 0.00025829257441568301 0.00087543305608967111 0.00081612097692033351 0.001893360925221025 -0.00025471723299709081
leaf_weight=42 49 23 48 34 71 277 37 76 41 32 33 58 28 742 35 112 20 41 92 32 22 38 29 47 750 72 30 167 22 21
leaf_count=42 49 23 48 34 71 277 37 76 41 32 33 58 28 742 35 112 20 41 92 32 22 38 29 47 750 72 30 167 22 21
internal_value=0 0.00101767 0.000877273 0.00217426 0.00118894 0.00220509 0.000511596 0.00226641 0.00195767 0.00173623 0.00142705 0.000397228 0.00201899 0.00224456 0.00198087 0.00226738 0.00179284 0.000555064 0.00206172 0.00093502 0.00229026 0.00223168 0.00199223 0.00155323 0.00221672 0.00040004 0.00113475 0.000867212 0.0022081 7.55608e-05
internal_weight=0 673 602 2448 325 2351 277 1884 467 103 97 240 426 1808 144 1664 109 161 398 222 1552 810 306 67 788 113 63 190 71 79
internal_count=3121 673 602 2448 325 2351 277 1884 467 103 97 240 426 1808 144 1664 109 161 398 222 1552 810 306 67 788 113 63 190 71 79
is_linear=0
shrinkage=0.00145689


Tree=1867
num_leaves=31
num_cat=0
split_feature=1 1 4 12 2 149 131 42 52 3 10 43 2 131 39 15 151 3 4 157 0 158 12 159 49 483 1429 0 48 42
split_gain=5.5195 1.22478 0.959922 0.845632 0.741213 0.792824 0.710384 0.743527 0.703011 0.76608 0.67083 0.658477 0.612731 0.578702 0.569021 0.670046 1.24963 0.593184 0.886801 0.520064 0.516539 0.51166 0.73068 0.555299 0.555442 0.558322 0.644288 1.15007 0.672604 0.604869
threshold=0.10752500000000002 0.14262000000000002 -0.010655 -0.12529499999999996 0.094835000000000017 0.078320000000000015 0.082070000000000018 -0.058859999999999989 -0.046924999999999988 -0.082794999999999994 -0.062879999999999978 -0.45785999999999999 -0.0091949999999999983 0.095715000000000008 0.088025000000000006 -0.0088349999999999974 0.050660000000000004 -0.0025099999999999996 0.41816000000000003 -0.071119999999999989 -0.070154999999999981 0.085030000000000008 0.080890000000000017 0.11109000000000001 0.11902500000000002 -0.095084999999999989 0.084770000000000012 -0.087084999999999982 -0.089814999999999992 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 12 6 11 -8 9 -2 -3 -6 20 14 15 16 -5 18 -16 -11 -1 23 -23 24 25 -14 28 -28 -27 -29
right_child=1 10 3 13 5 -7 7 -9 -10 19 -12 -13 21 -15 17 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0013572634818964054 0.0020102773787847609 -0.00076769750805098834 0.0017538320566333977 0.00060920560590823302 0.00017453059735417383 0.0023987931595397605 0.0010964579632730359 -0.0003482052611673882 0.0020268923742059906 -0.00010822646739666613 0.00037593307074461319 0.0012528592143131608 0.0023545874418174819 0.0012953765114522638 -0.00036159449354283368 -0.00026682034367072298 0.0022308427407936714 -0.00067200274318033129 0.0012877492835282904 0.0010377504056725056 0.00032374820084357469 0.0027167101566190443 0.0015973047870561409 0.00050870376643701108 0.00061753836451301954 0.0025794221736937218 9.9295242370817457e-05 0.0021260230765332644 0.0014472733151158893 0.0008144410161640155
leaf_weight=39 22 25 25 166 22 20 32 23 35 21 84 642 25 38 25 26 20 28 24 51 34 26 139 25 31 20 37 28 1363 25
leaf_count=39 22 25 25 166 22 20 32 23 35 21 84 642 25 38 25 26 20 28 24 51 34 26 139 25 31 20 37 28 1363 25
internal_value=0 0.000700226 0.000833155 0.000667409 0.00135849 0.00119517 0.00116169 0.000492326 0.00128543 0.00100935 0.000113632 0.00121713 0.00142584 0.000584349 0.000490857 0.000654753 0.000783575 3.9611e-05 0.000446247 0.000703507 0.0008759 0.0014492 0.0017737 0.00141474 0.00142956 0.00144636 0.00143095 0.000928484 0.00146365 0.00150735
internal_weight=0 590 481 352 2531 739 719 55 129 94 109 664 1792 327 289 212 186 77 49 72 73 1719 165 1554 1529 1498 1473 90 1383 53
internal_count=3121 590 481 352 2531 739 719 55 129 94 109 664 1792 327 289 212 186 77 49 72 73 1719 165 1554 1529 1498 1473 90 1383 53
is_linear=0
shrinkage=0.0061288


Tree=1868
num_leaves=31
num_cat=0
split_feature=4 3 2 12 1 40 2 15 0 149 457 42 131 14 10 4 42 3 158 4 4 4 16 2 52 1424 403 1444 52 13
split_gain=4.54763 1.49154 1.14136 0.706978 0.723964 0.901304 0.66244 0.817359 0.786468 0.687313 0.662435 0.614397 0.814058 0.59761 0.58955 0.563193 0.542168 0.855284 0.45671 0.762097 0.855206 0.727789 1.37339 0.724313 0.603491 0.596442 0.565264 0.549294 0.550702 0.692066
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -0.010834999999999999 0.10171500000000001 -0.0036699999999999992 0.13404500000000005 -0.41942499999999994 -0.094299999999999981 0.07770500000000001 0.26807500000000006 0.09112000000000002 0.023795 -0.46242499999999992 0.087010000000000018 0.40473500000000007 0.11649000000000002 -0.077774999999999983 0.07968500000000002 0.042705000000000007 0.018150000000000003 0.056795000000000005 -0.046599999999999996 0.12992500000000004 0.11639500000000001 1.0000000180025095e-35 -0.083919999999999981 -0.083144999999999983 -0.56176499999999996 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 9 -8 -9 11 16 13 -13 -2 15 -15 18 -18 19 20 25 22 -21 -23 26 27 -20 -5 -29 -30
right_child=6 -3 -4 10 5 -7 7 8 -10 -11 -12 12 -14 14 -16 -17 17 -19 24 21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0010393577307656889 0.0013732589721686954 0.00029150856105483112 -0.00012089957492148573 0.00022675145822357841 0.00070101214125222464 -0.0004929067977745028 0.00044398623122127352 0.00033112906005477262 -0.00099807369817483775 0.0014755308464829827 0.00027534779983272989 0.0004512557305838668 -0.00085253889494840934 0.0013343641968713625 -0.0003124673175227476 0.00044240471127615893 0.0011763727383886325 0.00039922639016095782 0.0020905236953459349 0.001148864900634724 0.0020394095128797559 0.00081695405291551447 -0.00066053297839080254 0.0018316178008209066 0.00052001029361657138 0.0018206365696255486 0.0013038922018878342 0.0015909999202286368 0.0011231099965163755 0.00081178830339401491
leaf_weight=124 25 75 23 20 81 22 67 21 29 20 28 38 20 25 21 86 77 78 29 22 27 154 24 22 23 31 181 60 1442 226
leaf_count=124 25 75 23 20 81 22 67 21 29 20 28 38 20 25 21 86 77 78 29 22 27 154 24 22 23 31 181 60 1442 226
internal_value=0 0.00101912 0.00103937 0.00104937 0.000770125 0.000446 0.000387897 6.62962e-05 -0.000439809 0.000548013 0.0010753 0.000461733 1.67138e-06 0.000631692 0.000491243 0.000643296 0.00108457 0.000785293 0.00110509 0.00107989 0.00111544 0.00079067 0.000204831 0.000943787 0.00132442 0.00110142 0.00141252 0.00108866 0.00109864 0.00108093
internal_weight=0 2769 2694 2671 227 103 352 117 50 235 2444 215 58 157 132 111 2416 155 2261 2028 1806 222 46 176 233 1779 210 1748 1728 1668
internal_count=3121 2769 2694 2671 227 103 352 117 50 235 2444 215 58 157 132 111 2416 155 2261 2028 1806 222 46 176 233 1779 210 1748 1728 1668
is_linear=0
shrinkage=0.00523088


Tree=1869
num_leaves=31
num_cat=0
split_feature=1 2 12 15 11 3 0 2 41 4 0 13 3 12 12 455 16 15 16 0 3 34 124 2 159 130 151 12 43 3
split_gain=3.72292 1.1225 0.848483 0.857674 0.832877 0.809516 1.43308 0.794907 0.760427 0.759748 0.79184 0.658843 0.576378 0.660945 0.560191 0.532068 0.523599 0.686588 0.626455 0.523138 0.613745 0.478046 0.607314 0.663899 0.47024 0.467038 0.465479 0.425421 0.764052 0.646098
threshold=0.11846000000000002 0.10060500000000001 0.087505000000000013 0.050935000000000008 0.079915000000000014 -0.095524999999999985 0.062580000000000011 -0.0091949999999999983 0.083975000000000008 0.42642000000000008 -0.13843999999999998 -0.013304999999999999 0.30112000000000005 -0.42850999999999995 0.095565000000000011 0.088555000000000009 -0.0092699999999999987 -0.083359999999999976 -0.18708499999999997 -0.07384499999999998 -0.014944999999999998 -0.038779999999999995 0.091025000000000009 0.116525 0.097885000000000014 -1.0000000180025095e-35 0.095500000000000015 0.087695000000000009 -0.11720999999999999 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 6 -3 19 11 10 16 -6 21 -14 -4 26 17 18 -7 -1 -21 -2 23 -23 -15 -25 27 28 -9 -29
right_child=12 2 14 -5 8 9 -8 15 -10 -11 -12 -13 13 24 -16 -17 -18 -19 -20 20 -22 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0012525903691177811 -9.6791918627450071e-05 -0.0015215771010624007 0.0014775618097054217 0.0018702286183144448 0.0031154687698949374 -0.0008476328831666305 0.00071322013702057141 0.0019961087898163867 0.00077279298110738003 0.0016577401045676865 0.0010638211736210238 0.0016943061278106102 0.00072986298442930333 -0.00076584163794425196 0.00093447743080481962 0.0020504064385831987 -0.00057781135827999249 0.0012994583913585325 0.00052349251282559229 0.00074418122741643259 -0.00063075699805266461 0.0012584785152671134 -0.00033744073486819217 -0.00023116327308786924 0.00038493173789675935 0.00071702650818618536 0.00053193607618708518 0.00014739576312143029 0.0012456377117492738 0.0011304883988740855
leaf_weight=29 36 20 108 21 21 20 28 59 20 29 74 36 34 42 271 29 26 27 42 33 22 79 21 27 22 97 44 28 847 929
leaf_count=29 36 20 108 21 21 20 28 59 20 29 74 36 34 42 271 29 26 27 42 33 22 79 21 27 22 97 44 28 847 929
internal_value=0 0.00111924 0.000891182 0.000629641 0.00119167 0.0005317 -0.000217945 0.00116686 0.00184254 0.000696759 0.000549307 0.00221789 0.00042815 1.14132e-05 0.00108923 0.0011932 0.000218229 0.00045078 8.1194e-05 0.000559601 0.000194206 0.000585228 0.000694838 0.000801625 -0.000370263 0.000510566 0.00118017 0.00119548 0.00129451 0.00110172
internal_weight=0 2763 666 287 2097 266 48 2020 77 218 189 57 358 98 379 1936 115 89 62 84 55 260 224 203 64 124 1907 1863 906 957
internal_count=3121 2763 666 287 2097 266 48 2020 77 218 189 57 358 98 379 1936 115 89 62 84 55 260 224 203 64 124 1907 1863 906 957
is_linear=0
shrinkage=0.00637641


Tree=1870
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 16 483 52 3 157 129 51 0 43 51 13 12 160 16 39 130 0 393 13 1375 0 0 0 15 130
split_gain=3.13118 1.06871 0.832412 0.675198 0.707963 0.634791 0.791832 0.63116 0.630113 0.597596 0.590462 0.552657 0.945124 1.00423 1.21984 0.937106 0.872168 0.579397 0.547203 0.491213 0.59214 0.600897 0.475205 0.462396 0.460714 1.22719 0.677909 0.677314 0.49879 0.44723
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10600500000000002 -0.071854999999999988 0.085510000000000017 -0.53299999999999992 0.42240500000000009 0.13962500000000003 0.090540000000000023 0.078435000000000019 -0.070889999999999995 -0.0040649999999999983 0.088210000000000011 -0.085669999999999982 0.079890000000000017 -1.0000000180025095e-35 -0.12029499999999999 -1.0000000180025095e-35 -0.081769999999999995 0.18019500000000002 0.11333500000000001 -0.42195999999999995 -0.16449999999999998 -0.14920999999999998 -0.11173999999999999 -0.14226499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -5 6 11 -7 -2 10 19 16 13 15 -15 -13 -1 -16 -8 -9 -21 24 -18 -3 -22 28 27 -27 -26 -28
right_child=3 23 -4 4 -6 7 18 9 -10 -11 -12 12 -14 14 17 -17 22 -19 -20 20 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.0018724924274179601 0.0003123748407129517 0.00069684270511803279 -0.00016782214765403769 0.001108585445136943 3.7711661672055605e-05 0.0012503445048021415 0.0012871573549260741 0.0018293931209503482 -0.00074664281216353244 3.3476535959771927e-05 0.00026709497268060983 0.001993379863147801 -0.00046655576348175395 -0.00087986545796444107 -6.5048884511203001e-05 0.00085024861809257295 0.0010650355771037138 0.0011560979989496075 0.0024413738342448157 -2.8144574033161252e-05 0.00022881719533430041 -0.00012855120311266766 0.0019241318952740814 -0.00028100799123443042 0.0012828740263343824 0.00074421615422860202 0.0018615043092839237 -0.00063712678816959134 0.0024202624897385022 0.00093596104578240762
leaf_weight=58 256 39 23 78 33 192 36 22 23 31 54 46 20 20 20 65 742 54 27 25 33 20 25 34 30 40 20 20 28 1007
leaf_count=58 256 39 23 78 33 192 36 22 23 31 54 46 20 20 20 65 742 54 27 25 33 20 25 34 30 40 20 20 28 1007
internal_value=0 0.000972983 0.000993075 0.000385921 0.000790218 0.00100321 0.00111445 0.000921861 0.000225072 0.000874441 0.00089451 0.00107441 0.000805162 0.000929232 0.000463096 0.00132398 0.00114784 0.000826058 0.00178182 0.000921723 0.000905396 0.000924877 0.00109304 0.000241405 0.000942762 0.000963338 0.000916991 0.000283769 0.00183196 0.000953985
internal_weight=0 2731 2658 390 111 2635 1113 1522 279 1330 1299 1050 225 205 94 111 825 74 63 1245 1223 1198 767 73 1178 1145 1087 60 58 1027
internal_count=3121 2731 2658 390 111 2635 1113 1522 279 1330 1299 1050 225 205 94 111 825 74 63 1245 1223 1198 767 73 1178 1145 1087 60 58 1027
is_linear=0
shrinkage=0.0061288


Tree=1871
num_leaves=31
num_cat=0
split_feature=4 3 2 15 15 50 49 1375 52 159 1 11 42 3 133 106 3 2 48 52 41 13 133 1 13 403 1213 3 3 3
split_gain=2.53626 0.865652 0.674253 0.558765 0.83567 0.804104 0.714901 0.704142 0.54691 0.57345 0.531602 0.526407 0.537456 0.510392 0.497195 0.478722 0.441108 0.397721 0.476902 0.754843 0.638881 0.519574 1.47544 1.47213 0.645054 0.646949 0.615609 0.588672 0.568787 1.00292
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 -0.11713499999999999 -0.094329999999999983 0.077805000000000013 0.09567500000000001 -0.24191999999999997 0.039215000000000007 0.10600500000000002 0.097290000000000015 0.096970000000000015 0.11934000000000002 0.42240500000000009 0.08622500000000001 0.086340000000000014 -0.071799999999999989 0.12992500000000004 0.093265000000000015 0.13140000000000004 0.075585000000000013 -0.089109999999999981 -0.062749999999999986 0.079415000000000013 -0.086919999999999983 0.090990000000000015 -0.0038499999999999997 -0.080104999999999996 -0.091354999999999978 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 10 14 -6 13 -10 -5 12 15 -2 -1 17 -8 18 20 -20 21 22 27 -24 26 -26 -23 -9 -27 -30
right_child=8 -3 -4 4 7 -7 16 11 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 24 23 -25 25 28 -28 -29 29 -31
leaf_value=0.0020257471784019937 0.00031660632297134377 0.00024467550295352591 -0.00017009549773652213 0.00050438819826395401 -0.00020601805446118787 0.0015884706034183383 0.0015394007604162129 0.00093026914846002244 0.0011236025410606839 3.822249759481375e-05 -0.00058255598668594552 0.00012651855877753888 0.00055486797341345825 -0.00075675698921783224 0.0010059512793376968 0.00010077015664649714 0.00041875028080435938 0.0016893368364258826 0.0009100340311723994 -0.00051934944662779779 0.0017484978404271759 0.00083707577959793564 0.00056699295186408158 -0.0015132044191905683 0.0010353443766519567 0.0024384161056723586 0.0019876241699978725 0.0020166368899066354 0.0001191054699054089 0.0018197445352617356
leaf_weight=79 256 73 23 104 22 27 27 74 78 33 27 30 101 23 32 24 44 50 88 22 68 32 71 21 1480 28 72 35 24 53
leaf_count=79 256 73 23 104 22 27 27 74 78 33 27 30 101 23 32 24 44 50 88 22 68 32 71 21 1480 28 72 35 24 53
internal_value=0 0.000986163 0.00100653 0.0010168 0.00098942 0.000503899 0.00138579 0.00102285 0.000391149 0.000800922 0.000280362 0.00103474 0.00104689 0.000228121 0.00173175 0.00107009 0.000844913 0.00108107 0.00106636 0.000624157 0.00109121 0.00106756 0.000735828 9.21653e-05 0.00110704 0.00107249 0.00163361 0.0012791 0.00159601 0.00128968
internal_weight=0 2731 2658 2635 2453 158 182 2295 390 111 131 2273 2243 279 111 2142 71 2118 2068 110 1958 1890 201 92 1689 1585 104 109 105 77
internal_count=3121 2731 2658 2635 2453 158 182 2295 390 111 131 2273 2243 279 111 2142 71 2118 2068 110 1958 1890 201 92 1689 1585 104 109 105 77
is_linear=0
shrinkage=0.00690203


Tree=1872
num_leaves=31
num_cat=0
split_feature=1 2 33 10 2 1375 400 123 1427 0 34 97 131 2 131 1420 1429 484 150 1451 475 42 47 48 158 159 49 1213 1212 43
split_gain=2.05641 0.660587 0.617252 0.874982 0.557314 0.708408 0.633216 0.541154 0.716384 0.63879 0.488618 0.719165 0.575702 0.861578 0.70566 0.464749 0.576783 1.18209 1.15759 0.566647 0.647958 0.804279 0.458252 0.546536 0.454926 0.703825 0.448117 0.513701 0.985056 0.680078
threshold=0.11866500000000001 0.15609500000000001 0.083840000000000012 -1.0000000180025095e-35 0.092120000000000021 -0.097394999999999982 -0.070649999999999991 0.084995000000000015 0.083935000000000023 -0.14723999999999998 -0.038779999999999995 -0.079444999999999988 0.096070000000000016 0.31358000000000003 0.10548500000000001 -0.085109999999999991 0.084770000000000012 0.073690000000000019 0.087000000000000008 0.082235000000000016 -0.085719999999999977 0.083795000000000022 0.10954500000000002 0.11553500000000001 0.085030000000000008 0.11728000000000001 0.09517500000000001 0.11830500000000001 0.11534000000000001 -0.011919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 -6 -7 8 22 -9 11 -2 13 -12 -14 -5 19 -18 -19 20 21 -17 23 -8 26 -26 27 28 -22 -29
right_child=10 -3 -4 4 5 6 7 9 -10 -11 12 -13 14 -15 -16 16 17 18 -20 -21 24 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-7.7101211910114611e-05 0.00050625288199571854 -0.00028402748360427767 0.0016921196381745978 0.0017480340220300886 -0.0004753751885877859 -0.00013213716635868762 0.00077847819441335519 -0.00071605085297728459 0.0019689137770118447 0.00065729636509261774 0.00038723537112934334 -0.0011434415854967752 0.0018023811849304549 -0.00088035825974459685 0.00023940144876898015 0.0021781360442739697 0.0011940881878698035 -0.0012021120632771675 0.00083836008031671055 -0.00014919709214914679 0.00087975318335837974 0.00085739575618905869 4.0048624881115832e-05 0.0017544411500417638 0.0014290505654980137 0.00031220414759442774 0.00027586868407283253 0.0021408702462814583 -0.00042568576897351434 0.00090144837102673961
leaf_weight=44 21 22 33 26 20 33 835 21 21 40 238 22 24 24 23 37 39 26 20 20 1132 38 33 24 127 28 51 30 24 45
leaf_count=44 21 22 33 26 20 33 835 21 21 40 238 22 24 24 23 37 39 26 20 20 1132 38 33 24 127 28 51 30 24 45
internal_value=0 0.000816491 0.000825305 0.000814766 0.000829463 0.000712942 0.000736543 0.000765975 0.000804824 0.000184505 0.000299069 -0.000337777 0.000387692 0.00027112 0.00103752 0.000902297 0.000888699 0.000377432 -0.00031495 0.000917065 0.000931169 0.00150896 0.000777419 0.000805746 0.000901013 0.0012273 0.000861564 0.000885829 0.000852651 0.00139722
internal_weight=0 2769 2747 2714 2670 1027 1007 974 913 61 352 43 309 262 47 1643 1617 85 46 1532 1512 75 892 859 1437 155 1282 1231 1156 75
internal_count=3121 2769 2747 2714 2670 1027 1007 974 913 61 352 43 309 262 47 1643 1617 85 46 1532 1512 75 892 859 1437 155 1282 1231 1156 75
is_linear=0
shrinkage=0.00637641


Tree=1873
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 16 2 150 43 2 34 2 15 11 0 13 3 43 11 16 0 16 12 1 2 159
split_gain=134.809 16.1512 14.7986 9.26006 7.35141 5.94133 5.42835 4.94326 4.08971 4.05257 4.03184 3.86922 3.20821 2.97574 2.6425 2.60629 2.42782 2.37824 2.45233 2.33959 2.20533 3.94584 1.84462 1.7435 1.71534 1.63267 1.60407 1.57457 1.69995 1.55747
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.090455000000000021 0.085505000000000012 0.40124500000000002 0.033845000000000007 -0.061854999999999993 0.11362000000000001 0.09487000000000001 -0.066504999999999995 0.13712500000000002 -1.0000000180025095e-35 0.087470000000000006 0.13592500000000005 1.0000000180025095e-35 -0.11173999999999999 -1.0000000180025095e-35 0.095270000000000007 -0.083134999999999987 0.080150000000000013 -0.48836499999999994 -0.097024999999999986 -0.073404999999999984 0.093765000000000015 1.0000000180025095e-35 0.085730000000000015 0.085850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 17 13 26 16 -8 11 12 15 14 -3 -1 24 18 23 -16 21 -6 -19 -4 -7 -26 -5 -14 -29 -30
right_child=1 6 5 7 20 8 9 -9 -10 -11 -12 -13 27 -15 19 -17 -18 22 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00098579111365672484 0.00098858952490894444 0.00043299403085821878 0.0018412021006216964 0.0020793336274331949 0.001245118699641567 0.0021355900955177874 0.00070908730672071291 0.00099274076112907382 0.0015208858857917445 0.0014099341039198437 0.0010913465499372262 0.0010821282523641 0.0015937217831266616 0.0003861170009667009 0.00070035243924818221 0.0016409327228775212 0.0012914446815254414 0.0024126447073020917 0.0018993599179691831 0.0012773090423541555 0.0014127151841229215 0.0003842643395527673 0.001951145985261427 0.0012183966022596853 0.0018781526581938815 0.0017267650700620444 0.0016052027528022554 0.0021166298560558183 0.001659544660803253 0.0021026816209871466
leaf_weight=21 178 40 21 23 35 35 41 29 169 38 31 24 52 105 42 47 23 37 1036 28 39 20 47 22 277 442 66 57 70 26
leaf_count=21 178 40 21 23 35 35 41 29 169 38 31 24 52 105 42 47 23 37 1036 28 39 20 47 22 277 442 66 57 70 26
internal_value=0 0.000956302 0.00177696 0.00121124 0.00151267 0.00182984 0.000699631 0.0015471 0.00173886 0.0010462 0.00162191 0.00167729 0.00172961 0.000572286 0.000749993 0.00143861 0.00178626 0.00190385 0.00188434 0.000931135 0.00113149 0.000932081 0.00215443 0.00152256 0.00180136 0.00178509 0.00172773 0.00182614 0.00190514 0.00177956
internal_weight=0 590 2531 296 422 2109 294 118 946 79 328 297 273 215 110 68 777 1163 1079 70 94 55 84 43 754 719 89 205 153 96
internal_count=3121 590 2531 296 422 2109 294 118 946 79 328 297 273 215 110 68 777 1163 1079 70 94 55 84 43 754 719 89 205 153 96
is_linear=0
shrinkage=0.00154607


Tree=1874
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 14 43 2 2 150 3 11 50 1 0 52 11 0 12 3 43 15 39 47 16 0
split_gain=204.888 24.3175 21.562 13.2116 10.9005 10.5896 8.04319 7.24036 5.78598 5.35042 5.46174 4.68022 4.20123 3.22612 3.78562 3.20554 3.12388 3.07023 3.05028 2.90635 2.69839 2.63851 2.85075 2.51334 3.52994 2.49055 2.08888 2.02459 1.8237 1.6968
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 0.090455000000000021 -0.025214999999999998 0.033845000000000007 0.062655000000000016 -0.073404999999999984 0.11177500000000001 0.11704500000000001 0.09487000000000001 0.10893000000000001 1.0000000180025095e-35 0.11266000000000001 0.086255000000000012 -0.11173999999999999 0.048770000000000008 0.080150000000000013 -0.074479999999999977 0.13597000000000004 0.095270000000000007 -0.083134999999999987 -1.0000000180025095e-35 0.095830000000000012 0.07813500000000001 -0.4714549999999999 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 9 7 15 26 21 10 17 -9 -2 14 25 18 -13 -1 28 -7 -17 29 -23 24 -6 27 -3 -12 -4 -8
right_child=1 5 6 -5 23 19 8 11 -10 -11 13 16 -14 -15 -16 20 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017042391136779403 0.0019112960602538898 0.00076044174717968232 0.0020303502011427468 0.00088228599673621571 0.0012655481504897626 -1.322425189831008e-05 0.0024450160941950957 0.0016061427014518184 0.0016886337670421944 0.0025251632921522095 0.001714641372436175 0.00080815697044536944 0.0010839470947553761 0.0012495991263581615 0.0013127682471298348 0.002807634326541646 0.0015101845915186632 0.0010489471458683625 0.0021612282695015286 0.00059287800978542456 0.0022152946560462304 0.0019564789992256998 0.0013585834866968486 0.001495852011345525 0.00040148759683033094 0.0022767059380302138 0.00037697106800187424 0.0021645604184089822 0.0013529263305674343 0.0020775759711378493
leaf_weight=38 95 95 23 75 35 57 37 38 169 26 75 91 20 20 23 37 21 39 1036 34 47 322 23 39 20 65 64 42 20 395
leaf_count=38 95 95 23 75 35 57 37 38 169 26 75 91 20 20 23 37 21 39 1036 34 47 322 23 39 20 65 64 42 20 395
internal_value=0 0.000934721 0.00200837 0.00141802 0.00166983 0.000705154 0.00207611 0.000850025 0.00196376 0.00181099 0.00174951 0.0011086 0.00176741 0.00187858 0.00193995 0.00216749 0.000939787 0.00137234 0.00214346 0.000213232 0.00247621 0.00202361 0.00191662 0.00117726 0.000951344 0.00201921 0.000606089 0.00187615 0.00171527 0.00210905
internal_weight=0 590 2531 190 422 400 2109 309 946 328 302 150 115 225 205 1163 112 77 1079 91 84 777 345 94 55 182 159 117 43 432
internal_count=3121 590 2531 190 422 400 2109 309 946 328 302 150 115 225 205 1163 112 77 1079 91 84 777 345 94 55 182 159 117 43 432
is_linear=0
shrinkage=0.0016407


Tree=1875
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 4 1 2 12 3 3 0 12 1 47 15 52 39 2 0 2 1 47 156 12 4 48 4
split_gain=254.398 42.0638 23.3912 19.3497 16.5075 14.0982 8.50334 8.88277 8.19497 7.86958 7.06924 6.77881 7.28016 6.70623 4.24485 4.08434 4.56608 3.94557 3.83159 3.15026 3.4006 3.08046 2.75128 2.51654 2.36158 2.35571 2.25158 2.21647 2.05851 1.86441
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.062655000000000016 0.018150000000000003 0.09253500000000002 0.10672500000000001 0.089410000000000003 0.31370500000000007 0.12745000000000004 -0.11173999999999999 0.13597000000000004 0.083345000000000016 0.084210000000000021 -0.097454999999999986 0.048770000000000008 0.089200000000000015 0.13093500000000002 -0.07929499999999999 0.094835000000000017 0.11588000000000001 0.090100000000000013 -0.0071349999999999998 0.092655000000000015 -0.020529999999999996 0.093265000000000015 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 7 13 22 23 -7 12 19 17 -12 26 -17 -1 -13 20 -4 -15 -5 -6 -3 -23 -9 -19 29 -27
right_child=1 2 11 8 9 10 -8 15 -10 -11 14 18 -14 21 -16 16 -18 27 -20 -21 -22 25 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0021990368917205135 0.0020438392763275901 0.00088443182663018854 0.001279922236032012 0.0022289682037747813 0.0021287342628555912 0.00084648272957389898 0.0025230225655966734 0.0020364068100359495 0.0011324289318157895 0.00099717512277295358 0.0018786468728737599 4.3061987323998932e-05 0.001280924343278746 0.0021567616117547936 0.0012568706712435013 0.001003672935164492 0.0017917215447377476 0.0018520088561701773 0.00066262985082686423 0.00045573971930968097 0.00050248245702952464 0.0023551348183677972 0.001625308461397198 0.0015958864899975776 0.0012982203249607726 0.002210675369607196 0.0017038229210998453 0.0012650485929446194 0.0016637433203858124 0.0019857350127981954
leaf_weight=22 74 191 24 24 40 20 85 115 66 28 112 56 41 1169 28 24 40 21 32 99 22 42 43 33 33 92 65 35 34 411
leaf_count=22 74 191 24 24 40 20 85 115 66 28 112 56 41 1169 28 24 40 21 32 99 22 42 43 33 33 92 65 35 34 411
internal_value=0 0.00102789 0.000902382 0.00201945 0.00116155 0.00204989 0.00208026 0.00206208 0.00148965 0.00164094 0.00164082 0.00059498 0.00074951 0.00209628 0.00175429 0.00180612 0.0014962 0.00168651 0.000268359 0.000599248 0.000908103 0.00211456 0.00184154 0.00188786 0.000945392 0.00202936 0.00191631 0.00148516 0.00200389 0.00202688
internal_weight=0 673 599 2448 325 2315 2155 2070 133 101 160 274 186 1826 140 244 64 78 88 145 46 1748 67 73 224 579 180 56 537 503
internal_count=3121 673 599 2448 325 2315 2155 2070 133 101 160 274 186 1826 140 244 64 78 88 145 46 1748 67 73 224 579 180 56 537 503
is_linear=0
shrinkage=0.00142833


Tree=1876
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 2 2 457 1 14 4 150 0 0 150 16 43 0 156 48 1 3 0 4 0 4 43 40 3
split_gain=159.818 19.333 15.9336 11.7307 10.2136 6.71908 5.47097 4.31879 4.72397 4.11065 3.48322 3.50173 4.80942 4.43085 4.042 3.13989 2.77158 2.55089 2.41341 3.59158 3.1472 2.38498 2.35216 2.32887 2.11199 5.78425 2.05594 1.71423 1.69271 1.66234
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.10045500000000002 0.13075500000000004 0.14285500000000004 0.14122000000000004 0.080930000000000016 0.09253500000000002 0.076975000000000002 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.14832499999999996 0.084680000000000019 -0.054549999999999994 -0.040344999999999992 -0.07929499999999999 -1.0000000180025095e-35 0.093265000000000015 0.16540500000000002 0.20828500000000003 -0.15599999999999997 -0.17966999999999997 -0.060129999999999996 0.053180000000000012 -0.080324999999999994 -0.078554999999999986 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 28 15 8 26 -4 11 13 14 23 -13 17 -16 -5 -15 -20 24 -7 -19 -1 -21 -26 -6 -11 -3 -30
right_child=1 5 9 6 7 21 -8 -9 -10 27 -12 12 -14 18 16 -17 -18 22 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0018512589365010234 0.001760041578734488 0.00060550063729261964 0.0018303971356158012 0.0010731322131987153 0.0019463791657513892 0.0005776496280090604 0.00059479762222800208 0.0012800275379881501 0.0012492859218893944 0.0013058472151303358 0.0023801235884235339 0.0025860365825757332 0.0011699772818524424 0.0021076678661404316 0.0019492359872780591 0.00091830448421928641 0.0014553993100561249 0.0018158436934649002 0.0025726000587984227 0.0022292079283526512 0.00131010355801081 -6.5717673570167759e-06 0.0011759173198835134 0.0011977565248864636 0.0019700716971726767 0.0011339349075858798 0.0016968948319328416 0.00076695210464173516 0.0011829281801961282 0.00070354129795657469
leaf_weight=43 101 24 34 40 291 130 45 41 34 56 75 21 25 1139 130 55 38 42 24 65 20 21 23 21 309 23 121 21 85 24
leaf_count=43 101 24 34 40 291 130 45 41 34 56 75 21 25 1139 130 55 38 42 24 65 20 21 23 21 309 23 121 21 85 24
internal_value=0 0.00103084 0.00196048 0.00131135 0.00198782 0.0007286 0.00109029 0.00177963 0.00182555 0.00136457 0.00204027 0.00202655 0.001833 0.00205174 0.0019207 0.00122965 0.00183753 0.00139273 0.00206855 0.00196752 0.00193269 0.0004964 0.00158941 0.00163683 0.00196406 0.00191215 0.00187311 0.00115888 0.000992225 0.00107738
internal_weight=0 590 2531 306 2420 284 205 487 446 111 1933 1858 214 1644 189 160 168 105 1580 441 417 151 65 64 397 332 412 77 133 109
internal_count=3121 590 2531 306 2420 284 205 487 446 111 1933 1858 214 1644 189 160 168 105 1580 441 417 151 65 64 397 332 412 77 133 109
is_linear=0
shrinkage=0.00160853


Tree=1877
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 47 15 1 43 48 4 0 14 1 15 50 4 12 160 2 4 4 3 43 43 16 376 52
split_gain=218.323 26.4863 22.5735 13.4489 11.3698 9.80997 7.66275 6.26804 6.17058 4.61151 4.37828 5.21669 4.1944 3.61764 3.61568 3.16758 3.10207 2.76004 2.73782 2.43537 2.37629 2.34243 2.55908 2.21209 1.99362 1.91035 1.89255 1.82156 1.67546 1.65534
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.095330000000000012 0.078345000000000012 0.024640000000000006 0.11866500000000001 -0.04890499999999999 -1.0000000180025095e-35 0.022185000000000003 -0.23194499999999998 0.076175000000000007 0.122715 1.0000000180025095e-35 0.041865000000000006 0.061775000000000004 0.13597000000000004 0.083670000000000008 0.098035000000000011 -0.064054999999999987 0.033845000000000007 0.013900000000000001 -0.079734999999999986 -0.088909999999999989 -0.054549999999999994 0.082945000000000019 0.12354000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 13 7 14 9 10 25 26 -12 19 -1 23 -2 29 -7 -9 -8 -13 22 -15 -4 -24 -3 -6 -23 -28 -11
right_child=1 5 6 -5 8 17 12 18 -10 16 11 20 -14 21 -16 -17 -18 -19 -20 -21 -22 27 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0024961978260148888 0.0018660538180020258 0.00048660264714009183 0.0020703151838571631 0.0008224602022097392 0.0014169884404725622 2.8646397388031217e-05 0.0019491734401360049 0.0015425836180726021 0.0021824475960114977 0.00019679442995262163 0.00081012355942291581 0.001787974133206178 0.0015730343307129588 0.002204161933628177 0.0025028972302952547 0.0012485170004060092 0.00098270261013493022 0.00066559520619006475 0.00092574360797096072 0.0014580955199811751 0.0012102502486923453 0.0019381435932635828 0.0019291902403288307 0.0018658087941847046 0.0013171580000902639 0.0010071640780799818 0.00053547755154868663 0.0013555792671681275 0.0010653923596163281 0.0006857635704648038
leaf_weight=22 83 24 1373 74 20 75 391 29 21 81 25 70 118 52 47 29 21 23 52 28 25 21 40 152 21 76 26 41 38 23
leaf_count=22 83 24 1373 74 20 75 391 29 21 81 25 70 118 52 47 29 21 23 52 28 25 21 40 152 21 76 26 41 38 23
internal_value=0 0.000852296 0.00193885 0.00135458 0.00159926 0.000621048 0.00200681 0.000762896 0.0013522 0.000624767 0.00126674 0.0014639 0.00184092 0.00188142 0.00206347 0.00170616 0.000418797 0.000178134 0.00114659 0.00191636 0.00163594 0.00180414 0.00194199 0.00204993 0.00171849 0.000882229 0.000985084 0.0015529 0.000850114 0.000304932
internal_weight=0 590 2531 186 422 404 2109 306 225 225 204 120 537 197 1572 112 125 98 81 419 95 175 113 1525 61 100 84 62 64 104
internal_count=3121 590 2531 186 422 404 2109 306 225 225 204 120 537 197 1572 112 125 98 81 419 95 175 113 1525 61 100 84 62 64 104
is_linear=0
shrinkage=0.00160853


Tree=1878
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 43 48 3 13 47 0 402 160 0 4 13 4 0 13 49 40 160 2 4 2 0 131 1 12 3
split_gain=5.25151 1.53661 0.836905 0.925575 0.85429 0.884733 1.04024 0.688328 0.71113 0.652806 0.881418 0.766601 0.72837 0.655673 0.826112 0.663932 0.639922 0.543298 0.537898 0.534252 0.525364 0.497732 0.582004 0.634071 0.458975 0.446597 0.714775 0.756019 0.988367 0.649394
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 -0.11720999999999999 0.083685000000000009 0.12178000000000001 0.021350000000000004 0.085505000000000012 -0.040504999999999992 0.09388500000000001 -1.0000000180025095e-35 0.030935000000000004 0.51388000000000011 -0.13710499999999998 0.033845000000000007 -0.072269999999999987 -0.01163 -0.08130999999999998 -0.0087249999999999984 -0.086829999999999977 0.092120000000000021 -0.0016099999999999997 0.13247500000000004 -0.086074999999999985 0.091015000000000013 0.08844500000000001 0.090020000000000017 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 17 8 21 11 20 12 18 14 15 -14 25 -7 -2 -8 -11 -6 23 -23 -17 26 27 -3 -29 -27
right_child=9 16 3 -5 7 6 19 -9 -10 10 -12 -13 13 -15 -16 24 -18 -19 -20 -21 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.00016688335146021981 0.00057669148145317263 0.0015736969555957055 0.001332644459541058 0.002157412469353207 0.0019527084589906405 -0.0011660806714439641 0.0013904519503450119 0.00052888376926164089 0.00023045869668587347 0.00033410352955688617 -0.00023812999610327041 -0.00081860557648676157 -0.0006544085311281214 -0.00082548311084229878 0.0011790956419450711 0.0010818268901728731 0.0011085541526076514 0.00017322357071119493 0.0017518873232000012 0.00024757025181643881 0.0014736080330451195 0.0010022539172638994 0.00096925136577751057 0.0020367067547737757 7.0872134421328054e-05 0.001365372531480578 0.0024355868680134953 -0.00022305881496444938 0.0015772943482288814 0.00025707367783953783
leaf_weight=23 45 497 47 28 48 20 33 56 23 21 21 21 33 21 36 26 318 29 23 31 64 39 125 57 54 1279 34 22 26 21
leaf_count=23 45 497 47 28 48 20 33 56 23 21 21 21 33 21 36 26 318 29 23 31 64 39 125 57 54 1279 34 22 26 21
internal_value=0 0.00129344 0.0010008 0.00105091 0.000989922 0.000611848 0.000312048 0.00116375 0.0012855 0.000495484 0.000908739 0.000326352 0.000427378 0.000208655 0.000354406 9.16736e-05 0.0013679 -0.000373431 0.000974184 0.000836869 0.00119208 0.00137571 0.00125039 0.00161646 0.000399432 0.00141179 0.0015562 0.00150134 0.000752132 0.00134747
internal_weight=0 2756 559 536 508 160 113 348 292 365 106 259 238 170 149 113 2197 49 68 64 85 269 221 96 80 1879 579 545 48 1300
internal_count=3121 2756 559 536 508 160 113 348 292 365 106 259 238 170 149 113 2197 49 68 64 85 269 221 96 80 1879 579 545 48 1300
is_linear=0
shrinkage=0.00625138


Tree=1879
num_leaves=31
num_cat=0
split_feature=4 2 12 150 15 2 47 16 0 3 15 12 2 96 15 0 133 2 160 43 152 47 47 47 16 39 12 16 42 12
split_gain=4.31414 1.29312 0.77894 0.96599 0.951765 0.766798 0.738183 1.2536 0.862944 1.06279 0.714186 0.609692 0.594111 0.678991 0.669505 0.663205 0.584236 0.582806 0.684354 0.56039 0.544289 0.513986 0.542306 0.735785 0.478556 0.451306 0.428361 0.721708 0.827876 0.639394
threshold=0.27287000000000006 0.14285500000000004 1.0000000180025095e-35 0.12187000000000002 1.0000000180025095e-35 0.10136500000000002 1.0000000180025095e-35 0.15273500000000004 -0.071924999999999989 0.11296500000000002 -0.079929999999999987 0.10388500000000002 0.13404500000000005 0.086715000000000014 -0.41942499999999994 -0.094299999999999981 0.085760000000000017 0.092120000000000021 0.08325500000000001 0.084740000000000024 0.093230000000000021 0.11635500000000001 0.10397500000000001 0.09364500000000002 -0.0007049999999999999 0.085060000000000011 0.086305000000000007 -0.066924999999999985 0.11603500000000001 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 17 -3 -12 13 19 -14 -16 -10 24 25 -2 26 22 23 -8 -1 -19 29 -28 -29 -4
right_child=12 10 20 -5 5 -7 21 -9 16 -11 11 -13 14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013179626037821599 0.00072667138412892368 0.001548425905470088 0.0016258241839441599 -0.00046215164369220544 0.0014612714346832452 0.0031468962940246156 0.0023328926870102387 0.0018994326855992954 -0.00086458688785013768 -0.00027107596908839239 -0.00074259709991453249 0.00077191563569401877 0.00057629430296686772 -0.00044426604614133041 0.00044237782230200148 -0.0013358118121716107 0.00066595785599312719 -0.00075835333479061095 0.0014300611100002141 0.0018676934994190807 0.0002592572424787144 0.00083746126784156984 0.0030785609499561508 0.00053374827794415143 0.002694469654048987 0.00082330066700181945 0.0016180953487278076 0.0013457610974894126 0.0001125385425228855 0.0025547725295558838
leaf_weight=55 181 27 509 20 42 25 33 62 30 35 29 33 67 25 21 29 28 20 44 29 20 31 20 22 20 22 811 751 33 47
leaf_count=55 181 27 509 20 42 25 33 62 30 35 29 33 67 25 21 29 28 20 44 29 20 31 20 22 20 22 811 751 33 47
internal_value=0 0.00141766 0.00144767 0.00117936 0.0012465 0.00209024 0.00111254 0.000927949 0.000690815 0.000932438 0.000513993 6.35145e-05 0.000522009 0.000742911 7.83172e-05 -0.000588972 -0.000125703 0.00119407 0.00076591 0.000884241 0.00151058 0.00166283 0.00200399 0.00161323 0.00168503 7.01321e-05 0.00152221 0.00145872 0.00129385 0.00170435
internal_weight=0 2769 2680 509 489 67 422 316 254 196 89 62 352 235 117 50 58 161 86 210 2171 106 75 55 75 42 2151 1595 784 556
internal_count=3121 2769 2680 509 489 67 422 316 254 196 89 62 352 235 117 50 58 161 86 210 2171 106 75 55 75 42 2151 1595 784 556
is_linear=0
shrinkage=0.0076204


Tree=1880
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 457 10 2 10 47 12 3 15 1 3 44 14 16 475 2 4 4 47 13 16 150 15 0 41 41 0
split_gain=3.53303 1.04166 0.702734 0.663897 0.606992 0.554464 0.748059 0.766531 0.581468 0.544005 0.885136 0.866288 1.11318 0.781442 0.508148 0.512233 0.529671 0.707334 0.503033 0.579966 0.475312 0.463749 0.886403 0.86862 0.516986 0.449313 0.417211 0.617089 0.432678 0.536713
threshold=0.11846000000000002 0.078300000000000008 0.092395000000000019 -0.084824999999999998 0.10613500000000002 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.11419000000000001 -0.42850999999999995 0.16158000000000003 -0.40580499999999992 0.13927000000000003 0.12745000000000004 0.081805000000000017 0.081185000000000021 0.15273500000000004 -0.082014999999999991 -0.080614999999999978 0.40124500000000002 0.50996500000000011 0.078345000000000012 0.086705000000000018 -0.29154999999999992 -0.099594999999999975 0.15110000000000004 -0.14920999999999998 0.079395000000000007 0.081560000000000007 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 6 7 -2 -9 -8 13 -12 -13 -11 15 16 17 -5 -3 25 -7 22 24 -23 -19 26 27 -20 29 -28
right_child=5 18 -4 4 -6 20 9 8 -10 10 11 12 -14 -15 -16 -17 -18 21 19 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0018741961782569622 0.00018851331569298682 0.0019138898314496684 -0.00021424887723019533 -0.00044211104764297856 -9.7886669140862983e-06 -0.00094458639372051211 0.0012496674786119074 0.0018420010544776516 0.00065974624653280492 0.00022462587986903364 0.00060048606018439882 4.990671396826715e-05 -0.0020358290903152482 0.0014749395702340026 0.0017732337823517827 0.0017527750968960984 0.0012197819972460831 -0.00018442684239503474 0.0021983105756067838 0.00015216644294181888 0.00031991094676089464 0.00027401493743271099 -0.00041390170991012715 0.0019450288443284081 0.0008382724670587898 0.00032319127314213116 0.00025542673575701613 0.00084666509379328165 0.00019094419328287744 0.0011269573720856265
leaf_weight=24 36 30 25 21 33 21 20 37 29 105 20 20 20 24 23 22 85 21 33 25 26 20 28 31 241 28 28 22 20 2003
leaf_count=24 36 30 25 21 33 21 20 37 29 105 20 20 20 24 23 22 85 21 33 25 26 20 28 31 241 28 28 22 20 2003
internal_value=0 0.00104781 0.000810769 0.000857446 0.000810966 0.000387775 0.000483415 0.000922286 0.00132253 0.000269229 0.000165479 -0.000461812 -0.000992961 0.000457242 0.000866017 0.000821526 0.000775693 0.000671418 0.00110996 0.00109879 -0.000245077 0.000739993 0.000643315 0.00128973 0.0007563 0.00110988 0.00112034 0.00165765 0.00110593 0.00111494
internal_weight=0 2763 574 549 525 358 311 102 66 209 189 60 40 129 492 469 447 362 2189 2159 47 341 290 51 262 2134 2106 55 2051 2031
internal_count=3121 2763 574 549 525 358 311 102 66 209 189 60 40 129 492 469 447 362 2189 2159 47 341 290 51 262 2134 2106 55 2051 2031
is_linear=0
shrinkage=0.00625138


Tree=1881
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 47 2 1 39 14 12 0 1 133 3 1 11 16 457 0 0 15 3 43 4 47
split_gain=271.198 31.3183 28.5894 17.207 15.872 13.0165 10.0358 8.32863 6.95254 5.92439 5.85566 5.29709 4.66465 4.33981 3.86078 3.72131 3.09748 3.06945 2.77313 2.67966 2.66327 3.39483 2.50657 2.3826 2.26859 2.07512 1.99885 3.37074 1.81356 3.02527
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.090455000000000021 0.40945500000000007 0.033845000000000007 0.10019500000000002 0.11362000000000001 0.12656000000000003 0.056590000000000008 0.076175000000000007 0.13597000000000004 -0.062294999999999996 0.122715 -1.0000000180025095e-35 -0.13309499999999996 0.16175000000000003 0.080455000000000013 -0.066924999999999985 0.089030000000000012 -0.13027499999999997 -0.15350499999999997 0.040760000000000005 0.095270000000000007 -0.083134999999999987 -0.17966999999999997 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 7 13 9 14 24 12 -9 22 23 20 -11 -2 -14 -10 -7 21 -8 25 -4 -3 28 27 -6 -1 -30
right_child=1 5 6 -5 26 19 8 11 18 15 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024560279579199811 0.0021652975836248985 0.0015717491552093774 0.0019897774229694206 0.0011373062427375512 0.0014972131521328376 0.00063379542649082924 0.0023716675041676547 0.0011757222510774183 0.0014588172474641007 0.0020568114268106957 0.0014803278106654127 0.00061989230026480264 0.0022209871542986882 0.0028488325495956116 0.0017665418441410534 0.0012614141065752146 0.001623044079312342 0.0016548104608357795 0.0020252487713301589 5.8189872340105284e-05 0.002569420543478574 0.0021699734935891547 0.0017906804854957133 0.0024117515827325113 0.0010514644298806192 0.0026834158645437081 0.0016526531426292411 0.00076215403486786025 0.0019913634560491016 0.0025232267125317397
leaf_weight=54 83 21 28 74 35 77 341 61 20 30 31 82 30 46 29 20 29 56 149 21 67 340 22 1089 92 25 39 20 80 30
leaf_count=54 83 21 28 74 35 77 341 61 20 30 31 82 30 46 29 20 29 56 149 21 67 340 22 1089 92 25 39 20 80 30
internal_value=0 0.00118677 0.00226211 0.00167177 0.00192275 0.000963486 0.00233002 0.00110858 0.00222077 0.00132929 0.00207104 0.000856995 0.0021327 0.00241888 0.00227788 0.00173865 0.00202489 0.00185231 0.00195822 0.000510451 0.0022977 0.00227097 0.00224698 0.00240117 0.00114815 0.00230009 0.00140531 0.00122992 0.00224165 0.00213642
internal_weight=0 590 2531 186 422 404 2109 306 946 163 328 143 297 1163 777 50 112 86 169 98 748 681 211 1117 113 189 94 55 164 110
internal_count=3121 590 2531 186 422 404 2109 306 946 163 328 143 297 1163 777 50 112 86 169 98 748 681 211 1117 113 189 94 55 164 110
is_linear=0
shrinkage=0.00142833


Tree=1882
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 0 1 4 15 150 49 1 0 4 50 1 1 133 3 40 0 15 0
split_gain=227.34 38.7713 18.3328 17.1728 12.4001 10.8162 8.1236 7.67645 6.92682 6.70675 5.75739 4.65791 4.57324 6.0089 5.49185 3.98811 3.84025 3.31653 2.98407 2.464 3.0859 2.41716 2.00633 1.95901 1.92707 1.92467 1.85206 1.80427 2.38727 1.56449
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.085605000000000014 0.0061450000000000003 -0.095869999999999983 1.0000000180025095e-35 -0.054984999999999992 0.13436000000000001 -0.079119999999999982 -0.55119499999999988 0.041865000000000006 0.076935000000000017 0.13075500000000004 -1.0000000180025095e-35 -0.12711499999999995 -0.077714999999999992 -0.15202999999999997 -0.03241999999999999 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 8 26 -8 12 -9 -4 16 13 27 19 -15 22 -2 -11 -14 -21 -6 29 24 -5 -22 -3 -1 -29 -7
right_child=1 4 10 23 21 11 7 9 -10 18 -12 -13 14 15 -16 -17 -18 -19 -20 20 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0025619343793136201 0.0013972297081425863 0.00078191745549535121 0.0019843503609881835 0.00081847935264025033 0.00015910109675850437 0.0020130166234699075 0.0018626507425830129 0.0017165196541802251 0.002695185844063482 0.00097290507460078045 0.0011630216729969886 0.0014298845398483374 0.0022862118278603539 0.002072349932544109 0.0018760028450808821 0.0012075305234978742 0.0014416185642848937 0.0020635678516296089 0.00042061736925846335 0.0027404033659480741 0.0017294698226127348 0.00075517403832761479 0.0022469038490629512 0.00065358528506226474 0.0014166838096754157 0.0021415455826294173 0.00033469159414412395 0.0023142553208854296 0.0016555898388004098 0.001620862011417453
leaf_weight=25 23 46 34 22 75 285 30 29 76 162 63 41 1141 22 110 37 30 121 30 21 32 23 92 24 38 351 50 35 24 29
leaf_count=25 23 46 34 22 75 285 30 29 76 162 63 41 1141 22 110 37 30 121 30 21 32 23 92 24 38 351 50 35 24 29
internal_value=0 0.0010806 0.00213621 0.00161998 0.000804252 0.00216448 0.000946947 0.00109915 0.00221952 0.000995512 0.00145091 0.00194823 0.00219942 0.00192344 0.00222326 0.00153001 0.00199697 0.00195714 0.00088661 0.00224799 0.00214003 0.000298996 0.002038 0.00104198 0.00119734 0.00210712 0.000548987 0.00219978 0.00204632 0.0019768
internal_weight=0 673 2448 228 445 2351 347 251 1874 221 97 477 1798 143 1655 59 436 144 192 1545 404 98 406 84 60 383 96 84 59 314
internal_count=3121 673 2448 228 445 2351 347 251 1874 221 97 477 1798 143 1655 59 436 144 192 1545 404 98 406 84 60 383 96 84 59 314
is_linear=0
shrinkage=0.00160853


Tree=1883
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 14 1 2 4 0 0 4 15 0 16 12 0 4 15 52 474 15 52 12 10 16
split_gain=262.497 45.7867 26.0378 19.8623 15.8826 14.2948 10.6326 9.61442 7.35556 6.89671 6.78419 5.2452 5.2034 5.04039 5.56407 4.51777 4.26838 3.67997 2.96023 2.77497 2.46698 3.39113 2.76282 2.32241 2.47421 2.31067 2.27845 2.76715 2.2675 2.23222
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.13082500000000002 0.10672500000000001 0.062655000000000016 0.09253500000000002 0.14753000000000002 0.27834500000000006 -0.11173999999999999 -0.07929499999999999 0.27834500000000006 -0.10469999999999999 -0.15202999999999997 -0.12029499999999999 0.096475000000000019 0.18019500000000002 -0.49013999999999996 0.050935000000000008 -0.43851499999999993 0.10135500000000001 -0.41942499999999994 -0.07278999999999998 0.092255000000000018 -0.38124499999999995 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 9 11 19 13 -5 15 17 16 -15 -4 -1 -8 -19 -6 21 29 23 -23 26 -13 27 -25 -27 -16
right_child=1 2 7 10 8 -7 12 -9 -10 -11 -12 25 -14 14 20 -17 -18 18 -20 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0024548814651704862 0.0022117024150723457 0.0011138459506990351 0.0011994285269735843 0.002038016857883026 0.00235737232026509 0.0014336883484600573 0.0025868534647826963 0.0014057555061369703 0.0011782445045944215 0.0026504093350478404 0.0012574083287406248 0.00066354331320641095 0.0013006129705724796 0.0022985814139290669 0.0027872452136988727 0.00065182614361810709 0.0017137535095512468 0.0021154251565512856 0.0018094444648522499 0.0018002709108981211 0.0016534805421061711 0.0021963764793871171 0.0021824008637242502 0.0011412205542861583 0.0022417140045897796 0.00050174906117867401 0.0019509583385813208 0.0018400398186336022 -6.9270882674240928e-05 0.0022796855513038243
leaf_weight=20 76 231 40 34 27 48 20 37 30 78 61 32 22 1178 21 113 64 124 124 50 20 61 337 20 27 25 57 25 30 89
leaf_count=20 76 231 40 34 27 48 20 37 30 78 61 32 22 1178 21 113 64 124 124 50 20 61 337 20 27 25 57 25 30 89
internal_value=0 0.00118631 0.0010596 0.00216444 0.00132044 0.00218997 0.00220585 0.000741319 0.00176645 0.00224223 0.00153678 0.000638885 0.00195529 0.00222564 0.002241 0.00079499 0.00189021 0.00200903 0.00196243 0.00199562 0.00213774 0.00215295 0.00210627 0.00197124 0.00186478 0.000364356 0.001765 0.00152945 0.000190284 0.00237658
internal_weight=0 691 615 2430 338 2335 2287 277 107 1997 95 240 290 1919 1835 153 84 268 248 77 657 637 527 190 129 87 102 45 55 110
internal_count=3121 691 615 2430 338 2335 2287 277 107 1997 95 240 290 1919 1835 153 84 268 248 77 657 637 527 190 129 87 102 45 55 110
is_linear=0
shrinkage=0.00140032


Tree=1884
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 1 14 0 49 15 4 15 1 4 150 160 48 0 16 0 16 3 1 4
split_gain=243.126 29.5509 27.9238 15.1082 14.1319 11.9461 9.38604 8.12909 8.03098 6.53707 6.18271 4.58182 4.50121 4.35122 3.42708 3.26337 3.1956 5.25032 3.14396 2.99017 2.79288 4.11724 4.10003 2.76544 3.70668 2.54281 2.49771 2.4793 2.41412 2.04477
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.091625000000000012 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.053180000000000012 0.10124500000000002 0.076175000000000007 -0.23194499999999998 -0.012034999999999999 0.13592500000000005 -0.059649999999999988 -0.03241999999999999 0.16175000000000003 -0.046564999999999988 0.091105000000000005 -0.078564999999999982 0.084670000000000009 -0.11173999999999999 -0.43320999999999993 0.13134000000000004 -0.073404999999999984 -0.13309499999999996 0.12958500000000003 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 14 7 12 -3 -5 28 15 20 23 -1 -2 26 25 -18 -7 -11 21 -10 -23 24 -4 -15 -8 -28 -9 -29
right_child=1 5 6 8 -6 18 10 9 11 19 -12 -13 -14 16 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0029341830775323884 0.0014822763244722583 0.0007333918210990888 0.0024373132326887389 0.002420401501315035 0.0011858237674227702 0.00064860331242788726 0.0024776242526473968 0.0022173351079185282 0.0012887579054613411 0.001728882374884218 0.0019620628106287136 0.0012815459377527099 0.0029678565718617698 0.0026352801589983499 0.0022025376074857259 0.0017309901272369562 0.0022190621690533676 0.001398091631772769 -2.9033269412042644e-05 0.0010773071421870451 0.0012680185891820839 0.0024603626166191687 0.0016728119694311167 0.0024817327882107692 0.0015992612673897471 0.0019938492449081678 0.0025633194380684245 0.0018007111760852917 0.0014603174596911823 0.0022594126216404871
leaf_weight=22 20 90 35 31 74 90 239 22 21 20 137 85 46 51 92 22 76 26 21 141 22 35 31 1176 21 22 64 26 20 343
leaf_count=22 20 90 35 31 74 90 239 22 21 20 137 85 46 51 92 22 76 26 21 141 22 35 31 1176 21 22 64 26 20 343
internal_value=0 0.00120045 0.00232459 0.00195429 0.00172059 0.000960979 0.00239868 0.00112789 0.00167508 0.00130279 0.00226821 0.00155599 0.00248351 0.00227317 0.00207392 0.00232865 0.00219007 0.0020098 0.000520402 0.00115825 0.00177 0.00189694 0.00209045 0.00246543 0.00212304 0.00244197 0.00234822 0.00227679 0.00185685 0.00222709
internal_weight=0 590 2531 422 186 404 2109 293 225 203 831 194 1278 197 112 694 175 102 111 161 109 87 66 1232 56 73 672 433 42 369
internal_count=3121 590 2531 422 186 404 2109 293 225 203 831 194 1278 197 112 694 175 102 111 161 109 87 66 1232 56 73 672 433 42 369
is_linear=0
shrinkage=0.00157699


Tree=1885
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 15 47 1 0 4 2 14 47 1 3 47 4 13 4 3 49 3 50 16 151 0
split_gain=198.928 24.4456 22.5964 12.5003 12.4312 10.1171 7.60158 6.98373 6.98309 4.3385 3.85238 3.85039 3.83347 3.75867 3.67878 3.64214 3.32584 2.51448 2.50855 2.11034 2.10607 2.08755 2.02027 2.69723 2.00782 2.23808 1.84234 1.797 1.79118 1.77643
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.095330000000000012 -0.17966999999999997 0.27287000000000006 0.13592500000000005 0.10019500000000002 0.12765500000000005 -0.062294999999999996 0.022185000000000003 0.11389000000000002 0.076175000000000007 0.091680000000000011 0.122715 -0.11255999999999998 0.077555000000000013 0.033845000000000007 -1.0000000180025095e-35 -0.059649999999999988 0.090900000000000009 -0.066019999999999981 -0.013929999999999998 0.041865000000000006 -0.12029499999999999 -0.082829999999999973 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 17 8 15 -5 10 13 21 -10 -12 18 19 20 24 -2 -8 22 29 -3 -1 -24 25 -9 -7 -22 -26 -4
right_child=1 5 6 7 -6 26 9 16 11 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 27 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0021299043989078102 0.0019549738225895772 0.00092170864343723614 0.0017046060975434783 0.0021089037531605171 0.0010384585916903295 0.00033167802524644276 0.0022946688458846958 0.0010666673719716736 0.0010253421132900597 0.0013845414957878814 0.0019063231811918225 0.00055215009641641831 0.0010606409008257997 0.0017187471521915333 0.0013604318010266626 0.0025458734319986224 0.0017414827683235531 0.0014466714576620286 0.0019795246651492233 0.0023441610692075134 0.0020646831592974072 0.0013864234097987274 0.0019360767609449953 0.0013792894638967486 0.0013482922977760511 0.0016784789013710617 0.00081244122796295375 0.0017107471170564523 0.00086985434699527299 0.0021507476950547943
leaf_weight=71 83 74 20 28 74 75 67 23 70 30 29 83 20 107 22 47 31 29 333 33 107 30 83 25 27 31 23 45 48 1353
leaf_count=71 83 74 20 28 74 75 67 23 70 30 29 83 20 107 22 47 31 29 333 33 107 30 83 25 27 31 23 45 48 1353
internal_value=0 0.00106529 0.00202348 0.00170959 0.00151109 0.000860049 0.00208629 0.00142425 0.00099313 0.00193364 0.00121762 0.000768643 0.00156115 0.00196614 0.00193883 0.00213843 0.00130443 0.00182336 0.00203231 0.00199885 0.00212587 0.00105576 0.00193519 0.00180719 0.0011994 0.00141789 0.00044451 0.0019599 0.00104209 0.00214425
internal_weight=0 590 2531 422 186 404 2109 188 306 537 153 153 49 507 234 1572 160 112 400 212 1525 104 179 108 129 54 98 152 75 1373
internal_count=3121 590 2531 422 186 404 2109 188 306 537 153 153 49 507 234 1572 160 112 400 212 1525 104 179 108 129 54 98 152 75 1373
is_linear=0
shrinkage=0.00148603


Tree=1886
num_leaves=31
num_cat=0
split_feature=1 4 3 4 457 2 3 12 0 15 48 1 0 12 50 0 0 11 16 3 13 157 157 43 2 0 475 30 131 4
split_gain=7.82211 1.36724 0.984522 0.904771 0.821025 0.734442 0.67324 1.1411 0.650216 0.935503 0.647367 0.687494 0.619422 0.833537 0.613717 0.602206 0.586773 0.587427 0.717954 1.00091 0.701065 0.739411 0.720934 0.620994 0.653312 1.37371 0.562672 0.551645 0.545216 0.537126
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 0.40124500000000002 0.079590000000000008 0.11982500000000001 -0.13309499999999996 0.10124000000000001 -0.10474999999999998 -0.41396999999999995 0.10168500000000001 0.102705 -0.13843999999999998 -0.086254999999999984 0.11690000000000002 -0.082084999999999977 0.22582000000000002 1.0000000180025095e-35 0.0057500000000000008 -0.11171999999999999 0.030370000000000005 -0.083699999999999983 0.0036600000000000005 0.0016850000000000001 0.089775000000000008 -0.095504999999999993 -0.08100499999999998 0.084655000000000022 0.091295000000000015 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 16 5 27 -3 8 12 15 11 14 13 -8 -4 -10 17 18 23 -20 -19 -22 -23 -1 29 -26 -21 -2 -17 -25
right_child=1 6 10 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 28 -18 20 19 26 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0018608769714280955 0.0016236590596237679 0.001154667254026796 0.0016467344110213679 0.00039080062676909492 0.00026559686815168346 0.00076655174071170668 -0.00042397532774737968 -0.0010695690010503263 -0.00022375443548430527 -0.0007697199114200464 0.00061722286232248377 0.00090687721408421146 0.0019394892007199643 0.0011516739247876358 0.00055269778870784523 0.001270556756042466 0.00066717435433550048 0.0026528315964722453 0.00021002821908385402 0.0020787977700371559 0.0028034809605110562 0.00086950923003359826 0.002168500451236116 0.0013516803042442232 -0.00035278469935543378 0.0014763269587851151 0.0014179066893404402 0.00056995427135633867 5.2502460874884231e-06 0.0020378812050019144
leaf_weight=1161 166 58 398 20 37 80 20 20 29 29 37 70 20 43 22 45 20 64 24 67 22 38 32 76 20 101 240 23 20 119
leaf_count=1161 166 58 398 20 37 80 20 20 29 29 37 70 20 43 22 45 20 64 24 67 22 38 32 76 20 101 240 23 20 119
internal_value=0 0.000860455 0.00167575 0.00174024 0.00115617 0.00127866 0.000541834 0.000384558 0.000525736 0.000231458 0.00143051 0.00149192 0.000961834 0.000651468 0.00158943 0.000540332 0.00175384 0.00176491 0.00173251 0.0014641 0.00214033 0.0017838 0.00146333 0.00179267 0.00154205 0.00117399 0.00156214 0.00149543 0.000881232 0.00177044
internal_weight=0 590 2531 2004 306 269 284 226 206 123 527 490 83 63 420 94 1984 1964 1808 331 156 92 70 1477 316 121 307 189 65 195
internal_count=3121 590 2531 2004 306 269 284 226 206 123 527 490 83 63 420 94 1984 1964 1808 331 156 92 70 1477 316 121 307 189 65 195
is_linear=0
shrinkage=0.00637641


Tree=1887
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 4 2 15 14 16 47 0 15 131 2 3 160 47 49 151 3 4 3 0
split_gain=243.528 28.1816 26.8774 17.8044 12.9309 10.0119 8.57951 8.32562 8.03979 6.03771 5.17893 5.59043 4.3036 4.2486 4.00083 3.60699 3.12207 2.86364 2.4746 2.32865 3.18603 2.28081 2.15481 2.13793 2.11159 2.53406 2.4754 2.09249 2.42247 2.05274
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.090455000000000021 0.40124500000000002 -0.15464999999999998 0.033845000000000007 0.14285500000000004 0.27834500000000006 0.11389000000000002 0.13592500000000005 0.076175000000000007 -0.040964999999999994 0.091680000000000011 -0.11173999999999999 -0.095244999999999982 0.082750000000000004 0.31358000000000003 -0.13309499999999996 -0.067824999999999983 0.077555000000000013 -0.063424999999999981 -0.082829999999999973 -0.013929999999999998 -0.059649999999999988 0.090900000000000009 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 10 14 -5 -6 13 11 -3 23 29 17 -7 24 18 -4 20 -12 -11 -13 27 26 -26 -10 -1 -29 -8
right_child=1 5 6 7 8 15 9 -9 16 21 19 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0020289189999038292 0.00092495661306688957 0.0010719187459598337 0.0021117712937617559 0.0018652646738207717 0.0019506208259028315 0.00077954998162293651 0.0023226165630568264 0.00096885488838141303 0.00091287906990887254 0.0011934528500425227 0.00025693577893396672 0.00083804103246454883 0.0012204891069838677 0.0013424376418056884 0.0025128924655507326 0.0015869323260633943 0.0015894658142088904 0.0020907762412644866 0.0014684773696011773 0.00063935459403159937 -0.00041890608341022651 0.0017174231923792335 0.00033133734675194591 0.0022382054658984804 0.0012382423646638818 0.00065761992206893165 0.0015354985059703456 0.0018266776024173444 0.0013093572158369452 0.0019613057078855687
leaf_weight=71 181 43 22 91 35 23 35 29 23 20 57 23 22 23 46 24 31 1065 30 20 20 149 79 33 27 39 33 83 25 719
leaf_count=71 181 43 22 91 35 23 35 29 23 20 57 23 22 23 46 24 31 1065 30 20 20 149 79 33 27 39 33 83 25 719
internal_value=0 0.000901469 0.00194085 0.00121347 0.00160523 0.000576517 0.00200801 0.00164863 0.00132071 0.00190498 0.000457014 0.000631332 0.00183382 0.00195926 0.00209182 0.00119183 0.00117661 0.00207448 0.00174064 0.000196436 8.13924e-05 0.00165541 0.000445594 0.00189746 0.0010717 0.000895147 0.00127978 0.00183464 0.00170693 0.00197808
internal_weight=0 590 2531 301 422 289 2109 120 188 946 242 145 234 777 1163 47 153 1117 52 97 77 169 102 212 122 66 56 179 108 754
internal_count=3121 590 2531 301 422 289 2109 120 188 946 242 145 234 777 1163 47 153 1117 52 97 77 169 102 212 122 66 56 179 108 754
is_linear=0
shrinkage=0.00145689


Tree=1888
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 47 2 14 2 4 2 34 12 1 4 47 124 1 3 13 4 3 4 16 15 1 31
split_gain=270.794 31.1002 30.3446 23.2429 16.862 12.3117 10.0322 9.32936 6.7453 6.17064 5.57378 5.32788 5.15924 4.89963 3.83482 3.69741 3.4403 3.10608 2.4671 2.33887 2.33076 2.2759 2.18331 2.14181 2.1878 2.09036 1.78858 1.70628 1.69548 1.66305
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.088725000000000012 0.095330000000000012 -0.17966999999999997 0.13082500000000002 0.11474000000000002 0.076175000000000007 0.14285500000000004 0.022185000000000003 0.11389000000000002 -1.0000000180025095e-35 0.13597000000000004 0.10124500000000002 0.27834500000000006 0.077555000000000013 -0.072314999999999977 0.11588000000000001 -0.13309499999999996 -1.0000000180025095e-35 -0.064054999999999987 0.090900000000000009 0.033845000000000007 -0.12029499999999999 -0.41942499999999994 0.14754500000000001 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 13 -3 10 -6 11 20 25 14 15 18 29 21 19 -16 23 -9 -7 -8 -19 -1 -25 -4 -27 -13 -29 -5
right_child=1 3 6 8 7 9 12 16 -10 -11 -12 27 -14 -15 17 -17 -18 22 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0018750423577090719 0.0017537534231392856 0.00071142157292834339 0.0019007453412557627 0.00036405794836098728 0.0018637256017598415 0.0019042833515898082 0.0020634841379386024 0.0009417843550485307 0.00091772002257372817 0.00074607700428550169 0.0023730985770103923 0.00024026381521942636 0.0014177998285247078 0.0010522161050439439 0.00094043691106439386 0.0012577190648903583 0.00079466725558798457 0.0002253673323269497 0.0020983219757679814 0.0014374584225057955 0.0013495144258538769 0.0017435730626444983 0.00077621346711076325 0.0016701939617174903 0.0012053564662092297 0.0018261864316975549 0.0014934462866927967 5.7067888607525616e-05 -0.00041221070067343007 -0.00017447255682250342
leaf_weight=69 52 181 1373 22 28 27 50 35 34 23 47 37 118 22 32 28 85 43 33 40 33 341 21 84 26 107 45 36 26 23
leaf_count=69 52 181 1373 22 28 27 50 35 34 23 47 37 118 22 32 28 85 43 33 40 33 341 21 84 26 107 45 36 26 23
internal_value=0 0.000719632 0.0017731 0.00061968 0.00143033 0.0009162 0.00184169 0.00111804 0.000333981 0.00136276 0.00189813 0.000251285 0.00167644 0.00168123 0.000426111 0.00174928 0.000987547 0.000584221 0.0017465 0.00120614 0.00159916 0.00178448 0.000406114 0.00168164 0.00156032 0.0018835 0.00172768 2.29017e-06 -0.000139726 8.8809e-05
internal_weight=0 590 2531 538 422 264 2109 188 274 83 1572 240 537 234 141 419 160 96 212 75 60 391 64 179 110 1525 152 99 62 45
internal_count=3121 590 2531 538 422 264 2109 188 274 83 1572 240 537 234 141 419 160 96 212 75 60 391 64 179 110 1525 152 99 62 45
is_linear=0
shrinkage=0.00140032


Tree=1889
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 4 2 2 4 1 52 47 1 2 13 12 0 11 12 0 16 52 4 0 4
split_gain=255.142 40.5891 24.4475 22.3348 15.1246 13.1398 10.1537 7.90779 7.5202 7.22531 6.19487 5.89404 4.75799 3.75898 3.37273 2.76261 2.57487 2.56426 5.01925 2.04033 1.93252 1.90704 1.75987 1.62814 1.62571 1.52224 1.40816 1.62877 2.40909 1.36775
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.091195000000000012 -0.56176499999999996 0.090100000000000013 0.088975000000000012 0.097845000000000015 -1.0000000180025095e-35 0.095780000000000018 -0.23091999999999999 1.0000000180025095e-35 0.096475000000000019 -0.026509999999999995 -0.08231999999999999 0.26391000000000003 -0.46376499999999993 -0.075934999999999989 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 16 6 7 11 12 -5 23 14 13 -4 25 -13 21 20 -19 -15 -17 -3 -9 -6 -7 -1 27 -27 -29 -2
right_child=1 2 8 9 10 24 -8 22 -10 -11 -12 15 -14 19 -16 17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0023142457386866617 0.0022749355278207971 0.0013093832361497991 0.0010079542007723746 0.0019524897684954712 0.0022218555002498832 0.0016438389282668723 0.0011514525257765808 0.0022804102324589311 0.001211198523761085 0.001068123286566668 0.0011123912026275002 0.0024172209105613554 0.0001736986942666585 0.00035417664042189021 0.0020336161335253737 0.0021152211848997071 0.0013660654354920954 0.0011488655690295891 0.0020334289717664285 0.00085050053154934839 0.0019546046903206613 0.00083452640131011192 0.0027686482199339958 0.0017427953349995807 0.0010727925271389969 0.0025972188092236869 0.0018125255082873095 0.002219312995569329 0.0018226416019362594 0.0018047531747805608
leaf_weight=437 50 23 44 34 28 22 24 25 37 63 32 45 87 83 220 442 32 23 46 26 301 167 60 43 26 25 22 594 39 21
leaf_count=437 50 23 44 34 28 22 24 25 37 63 32 45 87 83 220 442 32 23 46 26 301 167 60 43 26 25 22 594 39 21
internal_value=0 0.00103028 0.000899884 0.00210514 0.00118752 0.00213514 0.00215182 0.00216236 0.000562404 0.00137811 0.00167717 0.00214443 0.000462381 0.000626534 0.00220859 0.00204434 0.000960342 0.00202368 0.00173857 0.000472566 0.00205015 0.000892009 0.00262505 0.00193172 0.00133452 0.00224305 0.0021973 0.00221016 0.00219487 0.00213587
internal_weight=0 673 602 2448 325 2351 2303 2279 277 97 103 2194 240 153 1337 857 222 812 69 109 743 190 85 71 48 1117 680 658 633 71
internal_count=3121 673 602 2448 325 2351 2303 2279 277 97 103 2194 240 153 1337 857 222 812 69 109 743 190 85 71 48 1117 680 658 633 71
is_linear=0
shrinkage=0.00154607


Tree=1890
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 47 1 1 2 2 4 2 150 4 47 4 2 1 0 12 15 10 13 3 131 1
split_gain=288.346 45.8817 28.598 25.9228 17.7426 14.9034 7.61721 7.56836 7.54715 7.46994 6.52655 4.6728 6.48461 4.52863 5.66374 3.50982 3.33559 2.70057 2.51442 2.49896 2.80309 2.02675 2.19305 2.05478 1.97288 1.97217 1.95698 1.83231 1.71235 1.63983
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.14122000000000004 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.14753000000000002 0.27834500000000006 -0.0091949999999999983 1.0000000180025095e-35 0.038415000000000012 0.090100000000000013 -0.55119499999999988 0.088850000000000012 0.076935000000000017 -0.030209999999999997 0.091840000000000019 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35 -0.12711499999999995 0.091440000000000007 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 11 16 29 13 -5 19 15 14 -4 -13 17 21 -3 -1 27 22 23 -7 -15 -26 -16 -21 -2 -6
right_child=1 2 9 10 8 7 -8 -9 -10 -11 -12 12 -14 24 26 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0027925036218597031 0.0023202096879736097 0.00094188822540413253 0.0011308437952410044 0.0019488738948993136 0.0022261803352284265 0.0025092617446208021 0.0027285819761865755 0.0013631498278812112 0.0011326355816919105 0.0012406065253583224 0.0011409968953836071 0.001586768679667097 0.0013253089529754298 0.00051903503088195481 0.00037060592826663037 0.002191147414342886 0.0015527994173092068 0.0018906914441272093 0.0013861069907761783 0.0019691864937774386 0.0021881796032120785 0.0023526835481300474 0.0016844688457818447 0.0020620349620119778 0.00036322126044981509 -0.0002019106401020052 0.00082920051813453136 0.0023365701659043901 0.0018111975853725088 0.0017722918739530354
leaf_weight=21 54 191 40 34 39 27 76 41 30 34 63 23 23 32 86 274 30 131 33 31 516 78 28 142 25 30 27 910 20 32
leaf_count=21 54 191 40 34 39 27 76 41 30 34 63 23 23 32 86 274 30 131 33 31 516 78 28 142 25 30 27 910 20 32
internal_value=0 0.00107872 0.000942342 0.00217701 0.00124048 0.00220807 0.00226776 0.00197356 0.00175756 0.000588713 0.00142417 0.00224829 0.00208548 0.000496361 0.000650289 0.00214434 0.00203096 0.00206629 0.00100733 0.00228354 0.0022762 0.00214994 0.00206967 0.00213349 0.000225659 5.49675e-05 0.000480182 0.00232447 0.00218264 0.00202161
internal_weight=0 673 599 2448 325 2351 1874 477 101 274 97 1798 320 240 153 297 436 406 224 1478 1457 275 197 169 87 55 113 941 74 71
internal_count=3121 673 599 2448 325 2351 1874 477 101 274 97 1798 320 240 153 297 436 406 224 1478 1457 275 197 169 87 55 113 941 74 71
is_linear=0
shrinkage=0.00148603


Tree=1891
num_leaves=31
num_cat=0
split_feature=1 4 12 3 15 1 2 2 159 4 12 1 401 0 12 1 42 50 1213 402 1446 156 1456 1446 0 1446 393 15 52 131
split_gain=11.8285 1.80145 1.40917 1.14208 1.10362 0.937601 0.937331 0.831462 0.780675 0.772145 0.657503 0.608395 0.664556 0.602917 0.724149 0.667208 1.40942 0.697594 0.673621 0.601638 0.817374 0.729469 0.65987 0.819249 1.2886 0.688403 0.643051 0.588601 0.639662 0.569312
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.03694999999999999 0.050935000000000008 0.08864000000000001 0.12358500000000001 0.25063000000000007 0.082585000000000006 0.053925000000000008 0.092465000000000006 0.11910500000000002 0.085900000000000018 -0.085669999999999982 0.13597000000000004 0.08844500000000001 0.086135000000000003 0.10803500000000001 0.104315 0.08865000000000002 0.11402000000000001 -0.080734999999999987 -0.14418499999999998 0.037915000000000011 -0.08095999999999999 0.090300000000000005 0.10585500000000002 -0.11713499999999999 0.096795000000000006 0.077555000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 27 10 11 -5 13 -2 -3 -13 15 19 17 -17 18 29 20 21 -15 -23 26 25 -25 -24 -1 -29 -4
right_child=1 7 9 8 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0027157626274663814 0.0030196844519559023 0.0011788561596120257 0.0023846640488356576 0.0012721926311814453 0.0026693280368557258 0.0012524913479156346 0.00050414400218184248 -0.00052007897011040693 0.00035598586864421148 0.0017090229108772379 0.0017653401533614227 0.00065063159711981446 -0.0005826290841339564 0.0028752903942883823 0.00091462291740517507 0.00027990659815664164 0.0023481430877551049 0.0017414812822684374 0.0014884805530237342 0.0024393539141689697 0.00073747040199252537 0.0010594445382000389 0.0019221176430931487 0.0042319719179577638 0.0014741943641968323 0.0025589657900731678 0.002791605753397583 0.0018934835636726869 0.00069145365392217365 0.0031096528729588901
leaf_weight=29 21 81 435 121 39 207 20 24 55 238 89 159 20 38 24 21 37 75 31 132 21 31 879 20 22 20 36 126 21 49
leaf_count=29 21 81 435 121 39 207 20 24 55 238 89 159 20 38 24 21 37 75 31 132 21 31 879 20 22 20 36 126 21 49
internal_value=0 0.000981236 0.00198381 0.00132067 0.00164746 0.0015434 0.00177393 0.000615505 0.000985878 0.00205111 0.00200481 0.000720328 0.000512837 0.00209462 0.00201131 0.00225188 0.0015993 0.00231603 0.0023997 0.00203326 0.00198302 0.00200802 0.00197533 0.00200439 0.00271373 0.00339547 0.00195633 0.00188555 0.00172177 0.00245806
internal_weight=0 590 2531 306 422 383 130 284 176 2109 110 260 179 1871 1223 648 58 590 515 1199 1067 1046 1008 977 62 40 915 176 147 484
internal_count=3121 590 2531 306 422 383 130 284 176 2109 110 260 179 1871 1223 648 58 590 515 1199 1067 1046 1008 977 62 40 915 176 147 484
is_linear=0
shrinkage=0.00637641


Tree=1892
num_leaves=31
num_cat=0
split_feature=1 3 12 52 1 4 13 2 124 148 47 51 16 49 149 131 2 12 12 39 4 3 48 159 1447 4 15 0 42 16
split_gain=9.58105 1.51558 1.14957 1.07412 0.906985 0.845043 0.817883 0.804031 0.747823 0.817795 0.771387 1.49599 0.910525 0.727222 0.718967 0.614947 0.602146 0.55897 0.8624 0.540973 0.534809 1.05575 0.982686 0.60634 1.17933 0.603197 0.576306 0.888399 0.885567 0.566179
threshold=0.10752500000000002 0.31534000000000006 -0.010834999999999999 -0.40306999999999998 0.09253500000000002 0.40124500000000002 -0.47860499999999995 0.13754500000000003 0.0049200000000000008 -0.08224999999999999 0.078345000000000012 0.10876000000000001 -0.042349999999999992 -0.045154999999999994 0.07770500000000001 0.09031500000000002 0.093320000000000014 0.11527000000000001 0.10711000000000002 0.084405000000000008 -0.082249999999999976 0.092670000000000016 0.082620000000000013 -0.085489999999999997 -0.085804999999999979 -0.51843499999999987 0.099260000000000015 -0.087084999999999982 0.086035000000000014 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 16 7 -3 20 9 -5 11 14 -12 -7 17 -2 -1 18 -11 -6 23 -22 -23 -4 -25 -26 27 28 -27 -29
right_child=1 6 5 8 19 13 -8 -9 -10 10 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 26 -28 29 -30 -31
leaf_value=0.002752445520058423 0.0027390607513890909 0.0006303115485281265 0.003132803586426796 -0.00028856974091395841 -2.9246641223762501e-05 5.0781390433698251e-05 -0.00073073219557128128 0.00098195403431086464 -3.8084836532154599e-05 0.00072866553190644324 0.0010924220324286581 0.0025388340172959631 0.0023912021074291162 0.0018692621773612568 0.0020621982405995749 0.0012334504483772102 0.0015261836803936745 0.0016580092082232503 -0.00074232877672384735 0.0012158988738240888 0.0019711846418865664 -0.00018776017233045937 0.0018029738515308084 0.00047931692010126273 0.0030901606019624423 0.0023658126850340661 0.0010836006952262764 0.0031534702360916838 0.0038372524272303607 0.0019927020482437487
leaf_weight=27 28 58 30 20 22 20 33 37 31 198 60 26 45 22 20 24 65 26 21 68 1569 21 27 20 33 70 24 21 27 428
leaf_count=27 28 58 30 20 22 20 33 37 31 198 60 26 45 22 20 24 65 26 21 68 1569 21 27 20 33 70 24 21 27 428
internal_value=0 0.000955909 0.0019326 0.0011053 0.00140415 0.00197355 0.000136746 0.00199121 0.000996076 0.00107314 0.00114191 0.00095893 0.00164904 0.00100332 0.000803921 0.00204416 0.00188606 0.000701205 0.000587611 0.00091153 0.00200766 0.00194034 0.000932028 0.00217437 0.00212822 0.00218291 0.00213038 0.0021764 0.00277539 0.00204699
internal_weight=0 590 2531 499 182 2349 91 2307 447 416 396 291 105 42 265 52 92 245 219 90 2270 1617 48 653 623 603 570 546 97 449
internal_count=3121 590 2531 499 182 2349 91 2307 447 416 396 291 105 42 265 52 92 245 219 90 2270 1617 48 653 623 603 570 546 97 449
is_linear=0
shrinkage=0.00690203


Tree=1893
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 4 1 14 0 15 0 2 4 3 0 16 160 34 50 43 13 47 52 131 4 12
split_gain=287.983 45.8967 26.4078 21.6944 19.1436 14.4655 11.2647 9.24958 8.51784 6.48061 6.13014 5.39261 6.39856 6.35243 5.32058 5.11968 4.64694 4.55166 4.10268 3.63013 3.52006 3.02361 2.98594 3.4927 2.93837 2.83583 2.53118 2.34641 2.19999 2.19089
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.13082500000000002 0.40473500000000007 0.40124500000000002 0.09253500000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.14960000000000004 -0.49013999999999996 -0.11171999999999999 -0.15202999999999997 -0.12029499999999999 -0.080719999999999986 -1.0000000180025095e-35 0.083640000000000006 -0.018859999999999998 -1.0000000180025095e-35 0.090100000000000013 -0.16675999999999999 0.091440000000000007 0.40945500000000007 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 25 6 11 15 29 18 -5 12 13 -1 -14 21 22 20 -8 -20 -18 -4 23 -16 28 -3 -13 -2 -23 -6
right_child=1 2 7 10 8 -7 9 -9 -10 -11 -12 26 14 -15 16 -17 17 -19 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026957348112430254 0.0024445857553655505 0.00089710222891202019 0.00025909918846991431 0.0020681935362726151 0.0024714583093382444 0.0014200271948034964 0.002773372856901506 0.0013448842981704013 0.0011217438272583971 0.0012184724825729464 0.0012206941614560445 0.00227287125220057 0.0024233347548228736 0.001657172525194335 0.0018059423598394003 0.00011306351308920296 0.0012177098173391683 0.0022330960977575182 0.0022233883879399716 0.0018372225771901001 0.002028743435110386 0.00098002161791337018 0.0030751683383516575 0.0025530423574297001 0.0011031931967371866 0.0014147006984671219 0.0029350304468100438 0.0017996235676821484 0.0003842996109984613 0.0018932898291108863
leaf_weight=20 54 190 45 34 28 48 21 34 32 24 63 20 1178 64 20 79 20 474 128 124 45 23 21 85 40 32 59 20 53 43
leaf_count=20 54 190 45 34 28 48 21 34 32 24 63 20 1178 64 20 79 20 474 128 124 45 23 21 85 40 32 59 20 53 43
internal_value=0 0.00107516 0.000927515 0.00226324 0.00123762 0.002294 0.00231221 0.000559685 0.00181076 0.00201984 0.00151776 0.0023555 0.00233861 0.00190445 0.0023584 0.000448448 0.00224337 0.00217836 0.00209029 0.00203337 0.00177919 0.000613016 0.00252148 0.00241074 0.000750311 0.000971711 0.0027674 0.00227027 0.000564584 0.0021213
internal_weight=0 673 599 2448 325 2351 2303 274 103 297 97 2006 1927 84 1843 240 665 539 273 252 65 161 126 105 116 222 79 74 76 71
internal_count=3121 673 599 2448 325 2351 2303 274 103 297 97 2006 1927 84 1843 240 665 539 273 252 65 161 126 105 116 222 79 74 76 71
is_linear=0
shrinkage=0.00160853


Tree=1894
num_leaves=31
num_cat=0
split_feature=1 3 12 2 15 3 1 4 3 2 0 4 2 15 0 3 4 4 0 4 16 479 15 13 157 13 34 2 484 39
split_gain=9.18515 1.48809 1.09812 1.00141 0.979303 0.885453 0.784324 0.673447 0.669426 0.635011 0.688568 0.634415 0.631004 0.73516 0.611967 0.608557 0.868871 1.0139 0.828374 0.68951 0.694043 0.611273 1.01247 0.608631 0.626863 0.696393 0.585422 0.833621 0.707936 0.929606
threshold=0.10752500000000002 -0.049509999999999992 0.051320000000000005 0.31358000000000003 0.050935000000000008 0.11924500000000002 0.08864000000000001 -0.036839999999999991 0.10542000000000001 0.09358000000000001 -0.067094999999999988 0.27834500000000006 0.11411 -0.41942499999999994 -0.065229999999999996 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 -0.13843999999999998 0.0033150000000000007 -0.061854999999999993 0.098035000000000011 0.11657500000000001 0.030370000000000005 -0.083699999999999983 0.090705000000000008 -0.021334999999999996 0.10981000000000002 -0.067484999999999989 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 26 5 6 -1 -2 9 10 -8 15 14 -14 -9 23 17 -17 -18 21 -21 -20 -23 -4 -25 -26 -3 -28 -29 -30
right_child=1 3 11 -5 -6 -7 8 12 -10 -11 -12 -13 13 -15 -16 16 18 -19 19 20 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=0.0018331147749487959 0.0021940798244242904 0.00017450222297641288 0.0028378730983177032 -0.00070742218294013741 0.0025447408385187503 0.00016085344331544978 0.0018028795502863727 0.0021545655252347912 0.0022550978317993232 0.00056387039020674642 0.00053062251467673441 0.0007311084886630374 0.0014458087639108788 1.4858332487268631e-05 0.001036115238198953 0.0018941975508962967 0.00068045573327599424 3.46726058320156e-05 0.0020028305262437002 0.0019085840393982063 0.001265207768670069 0.00016710609834240969 0.0022200213573033622 0.0029963581867475113 0.00079777333478522135 0.0021498238854861409 0.0015335887385112034 -0.00053436484804966376 0.0010274994002326132 -4.7003146620851138e-05
leaf_weight=172 38 67 62 23 39 24 64 42 24 71 28 21 31 35 48 29 25 25 1489 178 135 22 22 22 26 53 68 20 171 47
leaf_count=172 38 67 62 23 39 24 64 42 24 71 28 21 31 35 48 29 25 25 1489 178 135 22 22 22 26 53 68 20 171 47
internal_value=0 0.000900765 0.00183832 0.000662906 0.00152322 0.0014192 0.00150333 0.00138629 0.00119999 0.00104464 0.00141567 0.00190136 0.00118952 0.000686971 0.00155806 0.00191313 0.00187952 0.00103331 0.00190394 0.00192051 0.00163109 0.0019796 0.00119356 0.00231013 0.00198616 0.00170485 0.000747404 0.000872843 0.000684059 0.000795841
internal_weight=0 590 2531 396 422 383 359 194 187 163 92 2109 156 66 90 2088 1925 54 1871 1846 313 1533 44 163 101 79 373 306 238 218
internal_count=3121 590 2531 396 422 383 359 194 187 163 92 2109 156 66 90 2088 1925 54 1871 1846 313 1533 44 163 101 79 373 306 238 218
is_linear=0
shrinkage=0.0067667


Tree=1895
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 474 157 151 39 12 14 43 3 52 13 457 1420 16 52 402 3 10 1419 1 4 1 150 4 403 51
split_gain=7.44871 2.09633 1.10651 0.853472 0.925395 0.828702 0.814659 0.786861 0.796903 0.75589 0.711262 0.626898 0.658889 0.56725 0.533199 0.529772 0.502169 0.496569 1.00155 0.496365 0.550917 0.536141 0.464336 0.451016 0.444626 0.612037 0.443938 0.458846 0.439463 0.484206
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.085505000000000012 0.080200000000000007 0.086280000000000009 -0.080544999999999992 0.050660000000000004 0.10076500000000001 0.099815000000000015 -0.46166999999999997 0.016310000000000002 -0.042499999999999989 0.12354000000000001 0.26746000000000009 -0.079829999999999984 -0.083904999999999993 -0.42170999999999997 -1.0000000180025095e-35 0.09388500000000001 -0.013929999999999998 -0.0069899999999999988 0.085980000000000015 0.14860500000000001 -0.021294999999999998 0.10871500000000002 0.086845000000000019 0.50996500000000011 -0.080719999999999986 -0.13782999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 7 -7 8 11 16 -2 12 -1 15 28 -4 22 -17 24 20 26 -22 -3 -23 -19 -26 27 -12 -11 -30
right_child=3 9 13 4 -6 6 -8 -9 -10 14 19 -13 -14 -15 -16 17 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0025538367541201928 0.0010842728415903793 0.0014919625898666576 0.0014352967282762231 0.0011586027439601878 -0.00014268173131221575 -0.00031205182693651328 0.0012723408434507642 0.00029821858405268089 0.00059236720042336844 0.0015074081345800685 4.533783646819199e-05 0.0006556540616420596 0.001517925194363382 0.0015971593137941937 0.0019911194091980092 0.0010096372855102776 0.0014343966633644106 0.0011066317814087956 -0.00066172192992972956 -0.00063481491080860251 -0.00070004297891491051 3.622977125067746e-05 0.0026606264030934572 0.00096939796329094841 -0.00016251594367149325 0.00082803829012272491 0.0013049484248494924 0.0010543642377967039 0.0015988960217724639 0.00092371934078561006
leaf_weight=21 32 22 23 85 21 20 20 21 32 71 41 23 191 21 23 51 1787 35 24 20 24 79 20 20 37 40 22 21 38 236
leaf_count=21 32 22 23 85 21 20 20 21 32 71 41 23 191 21 23 51 1787 35 24 20 24 79 20 20 37 40 22 21 38 236
internal_value=0 0.00132509 0.00102158 0.000481216 0.000900801 0.00122884 0.000480145 0.00133282 0.0014142 0.00140231 0.000309494 0.0015261 0.00162054 0.000727285 0.00117277 0.000640298 0.0014485 0.000542517 0.000367347 0.000200274 0.000280959 4.43015e-05 0.00204847 0.000224749 0.000587862 0.000352058 0.000627492 0.000387105 0.00111821 0.00101736
internal_weight=0 2756 559 365 106 328 40 288 267 2197 259 235 212 231 368 210 1829 187 136 227 207 123 42 99 112 77 84 62 345 274
internal_count=3121 2756 559 365 106 328 40 288 267 2197 259 235 212 231 368 210 1829 187 136 227 207 123 42 99 112 77 84 62 345 274
is_linear=0
shrinkage=0.00555105


Tree=1896
num_leaves=31
num_cat=0
split_feature=1 1 4 159 457 15 41 46 133 3 151 393 2 2 43 42 0 133 2 150 0 0 403 3 2 159 52 3 2 1
split_gain=6.09521 1.17964 0.92566 1.16729 0.951515 0.815448 0.82465 0.77572 0.94572 0.957596 0.7795 0.766065 0.754056 0.744228 1.37831 0.922806 0.82201 0.730537 0.703833 0.646556 0.597414 0.592772 0.57041 1.12836 0.622472 0.956397 0.723549 1.52261 0.702576 0.813365
threshold=0.10752500000000002 0.14860500000000001 -0.0086549999999999978 0.082585000000000006 0.094310000000000019 0.040760000000000005 0.075585000000000013 0.084955000000000017 0.076280000000000014 0.11924500000000002 0.057610000000000008 0.086030000000000009 0.083715000000000026 0.11362000000000001 -0.04890499999999999 1.0000000180025095e-35 -0.089019999999999974 0.11667000000000001 0.10327000000000001 0.11213000000000002 -0.010949999999999998 -0.04917499999999999 -0.082179999999999989 -0.094299999999999981 0.086100000000000024 0.030370000000000005 -0.42635499999999998 -0.14847999999999997 0.079055000000000014 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 13 7 -7 8 9 10 11 19 -10 14 15 -4 -16 21 -19 22 -3 -14 23 -1 28 26 -26 -28 -24 -30
right_child=1 20 4 -5 -6 6 -8 -9 12 -11 -12 -13 17 -15 16 -17 -18 18 -20 -21 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00049664661193326979 0.0014466590414795495 0.00028985492367470821 -0.00027707748577561426 0.0001595138443160905 -0.00057223276494899531 0.0014116842814721198 0.0022698483710916289 0.0023211396265283434 0.00067871015051181114 -3.3794088536010272e-05 0.00023994872786052934 7.7053788161148551e-05 0.0015042484273053249 0.00040955242495499186 0.0023218042904955224 0.00096034768087873107 0.0010251992680318121 0.0015063550372078098 0.00027452286019356441 0.00038122500583300743 -0.00091400881041209313 0.0025158107877603386 0.001375062569374216 0.0012833813393980664 0.0014416911777746504 0.0016559845924713637 -0.00076495188574583382 0.00096568247439015708 0.003081142808819826 0.0014088062033783284
leaf_weight=20 111 46 36 33 24 1080 42 23 48 27 35 23 424 191 31 55 41 33 34 34 22 22 166 36 95 104 20 223 21 21
leaf_count=20 111 46 36 33 24 1080 42 23 48 27 35 23 424 191 31 55 41 33 34 34 22 22 166 36 95 104 20 223 21 21
internal_value=0 0.000644767 0.000741738 0.00115169 0.000585567 0.00132295 0.00144381 0.0012267 0.00120854 0.00107911 0.00111677 0.00115699 0.00139888 0.000664062 0.000962291 0.000470817 0.00158346 0.00146626 0.000881246 0.00119056 -9.96304e-05 0.00155415 0.00122953 0.000647657 0.00127966 0.00115211 0.000997068 0.000823243 0.00155072 0.00224497
internal_weight=0 590 522 144 378 2531 1122 1409 1386 825 798 763 561 354 163 91 72 513 67 740 68 446 706 56 650 442 338 243 208 42
internal_count=3121 590 522 144 378 2531 1122 1409 1386 825 798 763 561 354 163 91 72 513 67 740 68 446 706 56 650 442 338 243 208 42
is_linear=0
shrinkage=0.00600863


Tree=1897
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 2 150 43 4 2 34 16 11 11 2 16 3 4 0 3 43 16 2 131 2 12 3
split_gain=214.186 25.3568 23.512 16.3304 12.0924 10.5572 9.28233 7.23503 6.79815 5.21981 5.4623 4.58737 4.43041 5.46567 4.08739 3.74338 3.68974 3.55628 3.05621 2.86639 3.59598 2.59057 2.54641 3.91478 2.50501 2.03873 1.95372 3.37181 1.92732 1.86856
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.12958500000000003 0.091625000000000012 0.40124500000000002 0.11362000000000001 0.09487000000000001 -0.066504999999999995 0.053180000000000012 0.13754500000000003 -1.0000000180025095e-35 -0.066924999999999985 1.0000000180025095e-35 0.080150000000000013 0.087470000000000006 -0.39185999999999993 -0.13309499999999996 -0.14098499999999997 -0.13027499999999997 0.095270000000000007 -0.083134999999999987 -0.069144999999999984 0.12358500000000001 0.08844500000000001 0.31358000000000003 0.093965000000000007 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 12 15 28 9 10 17 14 13 -3 -8 21 -17 -1 -15 -16 -21 -4 23 -6 -7 -20 27 -14 -5 -12
right_child=1 5 6 7 22 24 11 -9 -10 -11 29 -13 26 18 19 16 -18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013138585463764222 0.0012721908542614559 0.00055073144036039176 0.0018713958433560661 0.0026068299281435544 0.0015583760950011831 0.0011609990092636133 0.0024117488027433354 0.0013432180161542301 0.0014008921573150459 0.0014704678294590082 0.0023983374556681438 0.0019637736287246533 0.00063091585971555928 0.00091448456180558677 0.002463406010808915 0.0031119411036677892 0.002467920771110443 0.0020791404727338644 0.0018022035572937477 0.0016364812045904272 0.0021671013012460405 0.0024192669763445228 0.0017630392864819847 0.00070091583957756858 0.0018722400032033534 0.0011425768060331946 0.0010094760444991639 -8.5597377195595356e-05 0.0020941607323660448 0.0019115496944110322
leaf_weight=21 178 45 21 24 35 20 294 29 31 24 184 137 73 42 67 37 50 47 24 34 299 1170 39 20 29 21 20 20 65 21
leaf_count=21 178 45 21 24 35 20 294 29 31 24 184 137 73 42 67 37 50 47 24 34 299 1170 39 20 29 21 20 20 65 21
internal_value=0 0.00124843 0.00228286 0.00156786 0.00194973 0.000926829 0.00234951 0.00201388 0.00208984 0.00216175 0.00222252 0.00222231 0.000795807 0.000988169 0.00227335 0.00243222 0.00274181 0.0018428 0.00121443 0.00217163 0.00211292 0.00240961 0.00146085 0.00124657 0.00158194 0.00149438 0.000571101 0.000476827 0.00223241 0.00234847
internal_weight=0 590 2531 296 422 294 2109 118 328 297 273 831 245 132 694 1278 87 68 87 400 333 1191 94 55 49 45 113 93 89 205
internal_count=3121 590 2531 296 422 294 2109 118 328 297 273 831 245 132 694 1278 87 68 87 400 333 1191 94 55 49 45 113 93 89 205
is_linear=0
shrinkage=0.00154607


Tree=1898
num_leaves=31
num_cat=0
split_feature=1 3 39 9 44 3 124 0 15 48 13 0 130 0 12 2 2 159 0 1 4 0 12 159 159 52 159 483 447 42
split_gain=5.93732 1.11658 0.80307 0.782503 0.768524 0.840544 0.73857 0.68846 1.29393 0.678395 0.811073 0.74589 0.734853 0.77068 0.648405 0.651533 0.553106 0.8265 0.75171 1.49353 0.717137 0.696893 0.653729 0.638875 0.858626 0.709483 0.586343 0.713348 0.633795 0.674134
threshold=0.10752500000000002 0.31299000000000005 0.087735000000000021 -1.0000000180025095e-35 0.081805000000000017 0.10732000000000001 -1.0000000180025095e-35 -0.019414999999999998 -0.018314999999999994 -0.068459999999999979 -0.11122999999999998 -0.10224499999999999 -0.0060099999999999989 -0.22491999999999998 -0.42850999999999995 0.15950500000000004 0.089005000000000015 0.0089800000000000019 -0.10836499999999999 0.086920000000000011 0.0033150000000000007 -0.13843999999999998 0.13597000000000004 0.10382000000000001 0.14765500000000001 -0.14488499999999996 0.13610000000000003 -0.095084999999999989 0.084700000000000011 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 6 -5 8 -7 -2 11 -11 -12 -14 -3 -16 26 18 19 21 -21 -18 -20 25 -25 -19 27 -8 29 -29
right_child=1 14 -4 4 -6 7 16 -9 -10 10 12 -13 13 -15 15 -17 17 23 22 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00029966982074763958 0.0022282684020149971 0.00090229937191117304 0.00049781356676871665 0.00095801451052274298 0.0026175519300025707 0.0013508228364087686 0.0025459973667224679 0.0017189489328611886 -0.0010272773890485896 0.0010045742600114124 8.691009771962145e-05 -0.00082134387557749873 3.5722255839589512e-05 0.0013980531270686373 0.00017769132400212879 -0.0011932211953822425 0.0026107267135652666 0.0033948103126600604 0.0014399166110682696 -0.00069324564409569507 0.00091520358232315049 0.00093061986938475325 0.00028088257101861649 0.0010554928705616348 0.0026647761445360582 0.0019200545129922011 0.00047721572698111617 0.0018111109852657127 0.00057123943436788744 0.0014928130375046827
leaf_weight=25 22 35 164 106 28 22 39 21 20 21 27 20 21 201 57 22 20 20 714 30 22 26 23 63 20 59 20 563 26 664
leaf_count=25 22 35 164 106 28 22 39 21 20 21 27 20 21 201 57 22 20 20 714 30 22 26 23 63 20 59 20 563 26 664
internal_value=0 0.000737112 0.000881172 0.0014909 0.00150278 0.00149018 0.00151031 0.000718579 0.000218394 0.00108268 0.000995774 0.000113882 0.00114099 0.00126918 0.000135597 -0.000204082 0.00153567 0.00141553 0.00132971 0.000772936 -1.27479e-05 0.0016611 0.00140375 0.00185785 0.00144327 0.00229341 0.00162696 0.00164476 0.00161671 0.00163886
internal_weight=0 590 476 2531 2506 2478 2415 63 42 312 290 41 249 222 114 79 2309 997 835 98 52 46 737 162 83 79 1312 1292 1253 1227
internal_count=3121 590 476 2531 2506 2478 2415 63 42 312 290 41 249 222 114 79 2309 997 835 98 52 46 737 162 83 79 1312 1292 1253 1227
is_linear=0
shrinkage=0.0067667


Tree=1899
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 4 11 0 0 1 0 12 0 4 15 11 2 1 16 49 3 3 39 150
split_gain=139.844 17.0225 15.1382 8.54373 8.05842 7.74887 5.83857 4.80105 5.01124 4.77026 4.32668 4.09921 3.53819 3.46449 3.37589 2.87992 2.85812 3.19934 2.44681 2.40069 4.52244 2.39359 2.07067 1.89159 1.88589 1.79929 1.50019 1.85491 2.23143 1.48997
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090455000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.033845000000000007 -0.062539999999999984 1.0000000180025095e-35 1.0000000180025095e-35 -0.23194499999999998 0.10171500000000001 -0.097024999999999986 0.13597000000000004 -0.11173999999999999 -0.064054999999999987 -0.03241999999999999 0.080150000000000013 0.099185000000000009 0.16175000000000003 -0.48836499999999994 -0.012034999999999999 -0.017889999999999996 0.30112000000000005 0.096625000000000016 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 14 7 12 -3 -9 -6 16 -10 18 15 -1 29 -8 -18 24 22 -21 -14 -16 -7 -4 -2 -13 28 -28 -11
right_child=1 5 6 -5 9 23 10 8 11 13 -12 26 21 -15 19 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0023543115018748047 0.0012227129423147899 0.00062960103561245507 0.0018955511581031656 0.00096601065841714958 0.0019184118597919666 0.00054225594016019205 0.0022538694423985175 0.0016648215586417474 0.0015908457767227877 0.0015955862253877124 0.0015615652103082237 0.00052312105287291751 0.0025491004556671276 0.00067226150463833129 0.0020909243223294488 0.0010923534290028611 0.0018325655301597611 0.0012698990025363254 0.0019405289552302969 0.0017534305247863809 0.0010168097834455533 0.0020233951646206057 0.0015055506212772768 1.8776932641948558e-05 0.0012478138717083316 0.001734369048019106 0.0011886470223742202 0.00067733923419830073 0.00063817130287551686 0.0011424645518784027
leaf_weight=22 20 90 21 74 31 77 37 28 22 82 169 24 37 21 52 69 715 25 1036 76 27 47 20 21 22 92 75 44 23 22
leaf_count=22 20 90 21 74 31 77 37 28 22 82 169 24 37 21 52 69 715 25 1036 76 27 47 20 21 22 92 75 44 23 22
internal_value=0 0.000986629 0.00182247 0.00137366 0.00155517 0.000808441 0.00187596 0.000929614 0.00105462 0.00135526 0.00178576 0.000963739 0.00194932 0.00126527 0.00178349 0.00133725 0.00183452 0.00181356 0.00192553 0.00171174 0.00156034 0.00225496 0.00192832 0.000430082 0.00156415 0.001643 0.000880628 0.000941052 0.00105945 0.00149973
internal_weight=0 590 2531 186 422 404 2109 306 216 225 946 188 1163 194 197 173 777 740 1079 175 103 84 72 98 43 112 166 142 98 104
internal_count=3121 590 2531 186 422 404 2109 306 216 225 946 188 1163 194 197 173 777 740 1079 175 103 84 72 98 43 112 166 142 98 104
is_linear=0
shrinkage=0.00154607


Tree=1900
num_leaves=31
num_cat=0
split_feature=1 12 1 47 0 474 4 156 14 4 4 3 2 0 3 151 0 49 49 483 4 4 13 13 12 3 457 124 48 3
split_gain=5.61746 1.53604 0.85548 0.701735 0.778649 0.669138 0.765 0.683936 0.649184 0.622984 0.620815 0.58483 0.855767 0.760937 0.598858 0.57444 0.627073 0.573454 0.50357 0.500049 0.498031 0.5755 0.5141 0.473597 0.471444 0.470071 0.978936 0.745797 0.873011 0.596455
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.085505000000000012 -0.040504999999999992 0.086280000000000009 -0.14098499999999997 0.083310000000000009 -0.46166999999999997 0.022185000000000003 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.063634999999999983 -0.10831999999999999 0.050660000000000004 0.18019500000000002 0.091325000000000003 0.10440000000000001 0.085510000000000017 -0.00099499999999999979 -0.053309999999999989 -0.033284999999999988 0.0015850000000000003 0.092550000000000007 1.0000000180025095e-35 0.094310000000000019 -0.087394999999999987 0.085485000000000019 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 9 7 -7 15 -2 -5 11 12 -3 -13 -15 16 17 20 -11 25 21 -1 -22 -12 -16 27 29 -4 -29 -27
right_child=3 10 19 4 -6 6 -8 -9 -10 18 23 13 -14 14 24 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0014316760335132638 0.00096007399013060422 0.0023627341939761923 0.0010502168027181843 0.0017724364772913402 -0.00013415196047432746 0.0011162097845908827 -0.00033057864558705581 0.0016170264194408954 0.00016424380545424134 0.0011056311326621947 0.0010265297822849998 0.0012019793421564502 0.0013310643949816078 2.0633488545725153e-05 0.0016925597970760796 0.00013852729929356397 0.00025167773311586837 0.00062943295465408677 0.00015460604385440939 0.0013613373741175295 0.00089638274665826954 0.00043522938040179592 0.0018494149046164473 0.00044136603814480616 0.00082296903249951643 0.0015483964292316034 -0.00012437105494246783 -0.00049847359764588334 0.00060977919321041519 0.00064251113145027321
leaf_weight=35 32 26 26 21 21 20 20 59 227 39 238 1587 143 22 20 20 23 42 25 22 21 29 59 45 116 37 25 41 37 43
leaf_count=35 32 26 26 21 21 20 20 59 227 39 238 1587 143 22 20 20 23 42 25 22 21 29 59 45 116 37 25 41 37 43
internal_value=0 0.00109987 0.000855047 0.0004093 0.000767818 0.00102678 0.000392816 0.00111483 0.00026257 0.000990658 0.00116216 0.00119597 0.00148978 0.00116751 0.000821326 0.000985437 0.00106648 0.00116724 0.000734137 0.000611207 0.0013241 0.000980161 0.00159924 0.000933483 0.00095085 0.000532246 0.000779137 0.000282981 2.72361e-05 0.00106148
internal_weight=0 2756 559 365 106 328 40 288 259 85 2197 1914 169 1745 158 229 209 186 64 231 144 64 80 283 136 209 105 104 78 80
internal_count=3121 2756 559 365 106 328 40 288 259 85 2197 1914 169 1745 158 229 209 186 64 231 144 64 80 283 136 209 105 104 78 80
is_linear=0
shrinkage=0.00523088


Tree=1901
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 14 2 47 12 47 0 16 2 1 1 4 4 3 49 16 11 4 1 2
split_gain=247.558 31.641 26.748 15.7596 14.3831 11.937 10.426 8.90476 8.22997 7.41388 5.93195 4.68291 4.27588 3.48202 3.48161 3.25146 2.81317 2.82366 2.747 2.683 2.67136 2.55107 2.17141 2.84124 2.14372 2.12709 1.97745 3.88683 1.92724 1.78376
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091625000000000012 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.076175000000000007 0.11389000000000002 0.091680000000000011 0.13597000000000004 0.077555000000000013 -0.11173999999999999 -0.43320999999999993 0.11411 0.12958500000000003 0.12000500000000001 -0.033174999999999989 -0.059649999999999988 0.090900000000000009 -0.085174999999999987 -0.090344999999999995 0.080455000000000013 -0.15464999999999998 0.16175000000000003 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 18 8 11 -5 20 19 14 16 15 24 26 22 17 -4 -2 -10 -3 -11 -1 -24 -9 -26 27 -8 -7 -29
right_child=1 5 6 7 -6 28 10 13 9 21 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.0020927343995942923 0.0018584530041761539 0.00082128452676107067 0.0020554089733284204 0.002100975428202017 0.00084734699647806642 0.00026079292039225599 0.0013549274657074148 0.0014839477556926458 0.0019137381934370618 0.0012759698186305202 0.0016386172864771545 0.0026389100225523605 0.0012319580128732632 0.0016115381664488317 0.0014469418544185925 0.0024172229694937554 0.0021428859223597873 0.0013239588539738444 0.0012136045452613351 0.0011156762677056366 0.00020690372553129513 0.00070868854388087845 0.0018780674125216277 0.0012716322848714187 0.0012053869791107002 0.00075327945498441184 0.0022663433244143071 0.0020684958009057376 -0.00026975765186692429 0.0018818057219739958
leaf_weight=71 92 24 35 28 74 90 24 21 22 23 154 46 22 31 29 33 1176 21 20 20 66 138 83 25 43 65 65 363 21 196
leaf_count=71 92 24 35 28 74 90 24 21 22 23 154 46 22 31 29 33 1176 21 20 20 66 138 83 25 43 65 65 363 21 196
internal_value=0 0.000848625 0.00198296 0.00162054 0.00138685 0.000600829 0.00205548 0.00128055 0.000767674 0.000943656 0.00191797 0.00214489 0.0018937 0.00113697 0.00198152 0.00196237 0.00212644 0.00178112 0.0017433 0.00153371 0.000370739 0.000789729 0.00187852 0.00173769 0.00102293 0.000933285 0.00200545 0.00197636 0.000160418 0.00200304
internal_weight=0 590 2531 422 186 404 2109 188 293 203 831 1278 234 160 677 212 1232 56 112 42 90 161 179 108 129 108 648 583 111 559
internal_count=3121 590 2531 422 186 404 2109 188 293 203 831 1278 234 160 677 212 1232 56 112 42 90 161 179 108 129 108 648 583 111 559
is_linear=0
shrinkage=0.00157699


Tree=1902
num_leaves=31
num_cat=0
split_feature=1 4 10 148 3 44 1 0 2 3 49 11 3 12 160 13 48 11 52 132 133 0 15 0 12 0 34 160 11 49
split_gain=5.57699 1.05967 0.741988 0.738904 0.68079 0.636846 0.761206 1.46786 0.739662 0.648187 0.64984 0.68044 0.632043 1.171 0.63133 0.817375 0.769166 0.604761 0.706472 0.563866 0.550315 0.535992 0.852609 0.580025 0.67872 0.548636 0.503909 0.503319 0.459156 0.453974
threshold=0.10752500000000002 0.27287000000000006 -0.089679999999999982 -1.0000000180025095e-35 -0.03694999999999999 0.081805000000000017 0.089625000000000024 -0.13027499999999997 -0.0091949999999999983 0.10732000000000001 0.11560500000000001 0.086080000000000018 -0.13309499999999996 0.10124000000000001 -0.071139999999999995 -0.0025349999999999995 0.087745000000000004 1.0000000180025095e-35 0.088785000000000017 0.13958500000000004 0.10275500000000001 -0.10474999999999998 -0.41942499999999994 -0.13843999999999998 -0.083994999999999986 -0.082084999999999977 -1.0000000180025095e-35 -0.054789999999999998 0.080150000000000013 0.11136000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 9 -8 26 10 11 17 -3 21 -6 16 -16 19 28 29 27 23 25 24 -14 -23 -9 -12 -19 -4
right_child=1 12 5 4 14 -7 7 8 -10 -11 20 -13 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015132209238727747 -3.0475175377161014e-05 0.0011450988641029127 0.0016924315269357822 0.0016179297755180523 -0.00026954172645987971 0.0027372515598725142 0.00056548152611785854 0.0013707305662746872 0.001634081040612451 0.00043247078036549944 0.00049136256123201991 0.00033142331980047068 -0.00050817794672966857 -0.0014550843803578062 0.0016376848146005699 0.0020124703439550235 0.00020750979932210664 0.0036240535050368517 0.0013587456036471097 0.00067414093533411338 0.000227239859946255 -0.00034589332366597998 -0.00086094067049340519 0.0020107673034983069 0.0011184559661955695 0.00092061014075385311 -0.00026779018724267851 0.0017974245594521315 0.0021255534406203576 0.0027067188293791082
leaf_weight=20 30 58 1664 123 23 27 110 22 389 24 23 20 22 20 32 37 61 25 24 30 29 28 35 20 41 60 20 58 21 25
leaf_count=20 30 58 1664 123 23 27 110 22 389 24 23 20 22 20 32 37 61 25 24 30 29 28 35 20 41 60 20 58 21 25
internal_value=0 0.000778037 0.00158463 0.00108306 0.0012041 0.00159604 0.00158364 0.00133579 0.00153238 0.00165265 0.00166791 0.00170181 0.000449383 0.000270837 0.000871411 0.00107327 0.000699613 0.00171713 0.00239783 0.00168941 0.00111038 0.000438402 0.000125355 0.000902315 0.000550425 0.000517632 0.000590483 0.00142657 0.00293996 0.00170744
internal_weight=0 590 2531 306 276 2511 2484 541 431 1943 1919 1809 284 226 153 130 93 1789 70 1719 110 206 123 83 63 88 42 81 46 1689
internal_count=3121 590 2531 306 276 2511 2484 541 431 1943 1919 1809 284 226 153 130 93 1789 70 1719 110 206 123 83 63 88 42 81 46 1689
is_linear=0
shrinkage=0.00747098


Tree=1903
num_leaves=31
num_cat=0
split_feature=1 12 2 1 47 0 149 3 150 4 483 51 156 0 0 131 15 16 16 3 12 15 4 1444 3 0 483 157 3 0
split_gain=4.56421 1.30714 0.961751 0.81223 0.666451 0.68356 0.669864 0.538654 0.784746 0.516994 0.50755 0.497938 0.496962 0.986243 0.663159 0.755664 0.644411 0.490712 0.858362 0.656651 1.02208 0.54987 0.482722 0.471325 0.740547 0.635785 0.630928 0.778993 0.592567 0.988907
threshold=0.11866500000000001 0.051320000000000005 0.14122000000000004 0.10124500000000002 0.085505000000000012 -0.040504999999999992 0.081720000000000015 0.10299500000000002 0.091105000000000005 0.033845000000000007 0.085510000000000017 -0.10316499999999999 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.096070000000000016 -0.097454999999999986 -0.10850999999999998 0.41553500000000004 -0.14989499999999997 0.085495000000000015 -0.065449999999999994 0.022185000000000003 -0.084274999999999989 -0.14186499999999996 -0.062764999999999974 -0.095084999999999989 -0.06457499999999998 -0.059315 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 22 12 8 11 23 -5 -1 13 14 16 -16 -2 19 -19 -11 -21 -20 -6 -3 -25 26 27 -26 29 -28
right_child=4 9 -4 10 5 -7 -8 -9 -10 17 -12 -13 -14 -15 15 -17 -18 18 21 20 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0019018486573938458 0.00030832520921825896 0.00038306260668949106 -0.0004496141056267886 0.00056386049627857088 0.0018982270409504526 -0.00018357300380754694 0.0013274429780770717 0.00039413214190408554 0.00020211686745715579 0.00032871225141026998 0.0015242126461166839 0.0012076951239683715 0.001026905813396846 -0.00098905851794361174 0.00022402705680216292 0.0014913062462634343 -0.0012786037174835226 0.00015569580025411674 0.001677250814305892 0.0026372169248694744 0.0011615837959541501 0.00051047114261609924 0.00080380634248323351 0.001694266647227683 0.0028359038542539513 0.00085548870058554298 -0.0001084066191993047 0.0014199063683251498 0.0021730049204587995 0.0012580868612515684
leaf_weight=50 20 23 20 207 21 21 20 33 26 29 24 210 22 31 112 22 20 60 38 21 145 27 63 157 22 149 21 49 27 1431
leaf_count=50 20 23 20 207 21 21 20 33 26 29 24 210 22 31 112 22 20 60 38 21 145 27 63 157 22 149 21 49 27 1431
internal_value=0 0.00116376 0.000896979 0.000945946 0.000408016 0.000825215 0.000230665 0.00115038 0.00123763 0.00123291 0.000663637 0.00134119 0.000134032 3.82116e-05 0.000221231 0.000432088 -0.000485139 0.00100064 0.00069488 0.00119664 0.00134826 0.00119259 0.00107741 0.00127246 0.00128349 0.00124553 0.00128302 0.00185867 0.00125539 0.00123832
internal_weight=0 2769 570 550 352 105 247 319 286 2199 231 260 227 205 174 134 40 320 125 195 166 65 84 1879 1856 1699 1550 71 1479 1452
internal_count=3121 2769 570 550 352 105 247 319 286 2199 231 260 227 205 174 134 40 320 125 195 166 65 84 1879 1856 1699 1550 71 1479 1452
is_linear=0
shrinkage=0.00625138


Tree=1904
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 9 44 48 147 14 15 0 4 0 42 2 150 4 150 130 43 15 4 158 42 129 12 10 484 484
split_gain=3.73741 1.29349 0.895928 0.660679 0.790038 0.627743 0.783924 0.615392 0.61425 0.572232 0.650479 0.645506 2.05071 0.99457 0.725214 0.530967 0.612807 0.617971 0.651431 0.645111 0.78425 0.701469 0.530328 0.507169 0.481627 0.575814 0.501898 0.465998 0.459614 0.739489
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.079859999999999987 -1.0000000180025095e-35 0.081805000000000017 0.14779000000000003 0.090830000000000008 0.062655000000000016 0.089295000000000013 -0.11173999999999999 0.0033150000000000007 -0.14649999999999996 1.0000000180025095e-35 -0.090999999999999984 -0.091839999999999991 0.0052350000000000009 0.08826500000000001 -0.050984999999999996 -0.51144999999999985 0.082685000000000022 -0.52556499999999995 0.11651000000000002 -0.14609499999999997 0.086915000000000006 0.12757000000000002 -0.0087699999999999983 0.096415000000000015 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 27 7 8 9 11 -11 12 13 -7 -14 -13 -17 19 -19 21 -21 -18 -22 24 -24 26 -26 -1 29 -6
right_child=3 -3 -4 -5 28 6 -8 -9 -10 10 -12 15 14 -15 -16 16 17 18 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00094703321786552934 -0.00058384953007427657 -0.00019362885568903812 0.00035813257266275824 0.0013638745284844328 0.00040195358161350945 0.00047243604189249329 0.0021060811507342559 -1.2920573919973845e-05 0.0002824640942768177 0.002215051297536394 0.0010983417952367203 0.00028960084957556972 0.0017748917975698917 -0.0010842928640929117 0.00067131724843739072 0.0022948095250590896 0.0028243442673744892 0.00083940594930825211 0.0019736258571977109 -7.4372840631734658e-05 0.0020752888324190935 0.0014620006083712498 0.0017754765664520903 0.0019377306200761535 0.0012036994970569316 0.00059654975385438791 0.000236635718915094 -0.00037881830983903269 -0.00045565479342417288 0.0017294672663114761
leaf_weight=28 39 33 65 28 241 73 38 20 35 48 44 29 76 24 40 22 21 312 24 21 31 80 58 40 1487 76 24 20 24 20
leaf_count=28 39 33 65 28 241 73 38 20 35 48 44 29 76 24 40 22 21 312 24 21 31 80 58 40 1487 76 24 20 24 20
internal_value=0 0.00111193 0.00112768 0.000386201 0.000301711 0.00114641 0.00116016 0.00114626 0.0011553 0.00116737 0.00168097 0.00114799 0.000799105 8.7266e-05 0.00139435 0.00118139 0.00119317 0.00118202 0.000920422 0.00122984 0.00119987 0.00174526 0.00121547 0.00119965 0.0011817 0.00116 0.00118834 0.000394595 0.000422893 0.000503679
internal_weight=0 2769 2736 352 324 2671 2623 2585 2565 2530 92 2438 213 97 116 2225 2196 2174 336 1838 1737 101 1716 1685 1645 1587 1511 48 285 261
internal_count=3121 2769 2736 352 324 2671 2623 2585 2565 2530 92 2438 213 97 116 2225 2196 2174 336 1838 1737 101 1716 1685 1645 1587 1511 48 285 261
is_linear=0
shrinkage=0.00663402


Tree=1905
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 15 4 47 0 1 14 4 47 0 0 12 1 50 1 11 0 160 15 3 4 15 2
split_gain=227.082 27.0229 23.0631 13.6262 12.3681 11.1564 8.89801 7.38522 6.10374 5.79234 4.63633 4.5016 4.36636 3.95306 3.901 3.967 3.89193 3.19847 3.15658 2.72509 2.59023 2.5722 2.53716 2.72217 3.37059 2.40766 2.27904 2.17292 3.76832 3.10175
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090455000000000021 0.27287000000000006 0.024640000000000006 0.033845000000000007 0.090100000000000013 -0.23194499999999998 0.12765500000000005 0.076175000000000007 -0.16363499999999997 0.081320000000000017 -0.062294999999999996 -0.11173999999999999 0.13597000000000004 0.092845000000000025 0.041865000000000006 0.122715 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 -0.095244999999999982 -0.13309499999999996 -0.064054999999999987 -0.03241999999999999 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 11 7 13 10 14 18 -3 -1 -9 17 -6 19 -12 25 22 -16 -7 -2 23 -8 -25 -4 -11 29 -29 -13
right_child=1 5 6 -5 8 20 9 12 -10 26 16 27 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0029344303710200897 0.0021947964242802261 0.0011472887673265706 0.0024561424910051794 0.0011612051572194196 0.0022683052025153118 0.00033874716581543341 0.0023486480589927231 0.0011531672009993665 0.0025224172703383436 0.0014707231500088584 0.0020801922289561499 0.0025838667790640613 0.00060772917220887725 0.0029226468689748522 0.0018133479600795067 0.0020233321862726267 0.0012067707991080595 0.0024605175868517995 0.0017884646090849329 0.001299687577671987 0.00095579110811979989 0.0016383135440316344 0.0026280070316267467 0.0014988121210087848 0.0022041875003282912 0.0017555664159498831 0.0020490042924927281 0.0021959607196678603 0.0014963892270325881 0.0018384808585254135
leaf_weight=22 83 98 22 74 21 75 554 70 21 20 33 52 83 46 35 35 22 1065 29 113 23 29 67 21 106 30 149 76 27 20
leaf_count=22 83 98 22 74 21 75 554 70 21 20 33 52 83 46 35 35 22 1065 29 113 23 29 67 21 106 30 149 76 27 20
internal_value=0 0.00118948 0.00229761 0.00169682 0.00195435 0.000955896 0.0023663 0.00110717 0.00169668 0.00225045 0.00135706 0.00224865 0.000857276 0.00246053 0.00161168 0.00153633 0.00173082 0.0024415 0.00230915 0.00142116 0.000483564 0.00205071 0.00232934 0.00229996 0.00208755 0.00205196 0.00198057 0.00216244 0.00201258 0.00237682
internal_weight=0 590 2531 186 422 404 2109 306 225 946 153 197 153 1163 204 183 55 1117 777 148 98 112 748 681 127 52 169 175 103 72
internal_count=3121 590 2531 186 422 404 2109 306 225 946 153 197 153 1163 204 183 55 1117 777 148 98 112 748 681 127 52 169 175 103 72
is_linear=0
shrinkage=0.00160853


Tree=1906
num_leaves=31
num_cat=0
split_feature=1 3 123 2 3 2 43 14 1 15 2 1 2 457 52 50 50 39 2 0 15 12 4 4 52 4 3 16 16 51
split_gain=135.2 16.8665 14.9451 8.93151 7.76056 7.26725 5.01463 4.20236 4.18822 3.9797 3.74821 3.14037 3.11728 3.61137 2.91218 2.7103 2.26557 2.15083 2.06268 2.30954 1.90996 1.90399 2.18167 1.55528 1.61859 1.54667 1.52055 1.38906 1.30578 1.42333
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.31534000000000006 0.12043500000000001 -0.025214999999999998 0.076975000000000002 0.09253500000000002 -0.24436499999999997 0.11177500000000001 0.089625000000000024 0.14122000000000004 0.080930000000000016 0.048770000000000008 0.089465000000000017 0.11266000000000001 0.096625000000000016 0.090425000000000019 -0.076234999999999983 -0.42198999999999992 0.087765000000000024 -0.51253999999999988 0.057560000000000007 0.039215000000000007 -0.008819999999999998 0.084940000000000015 -0.039889999999999988 -0.074319999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 6 9 17 11 -4 -2 -8 21 13 23 -6 18 -12 -3 19 -13 -7 22 -1 28 -25 -11 -24 -28 -5 -30
right_child=1 4 8 12 14 20 10 -9 -10 25 16 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 27 -29 29 -31
leaf_value=0.0021478118818388922 0.00082523743991796874 0.00077814251677591015 0.0014987241368136625 0.0017895275035812953 0.00018639398785636643 0.0010974487329231866 0.0013547200951025433 0.0019637466951495305 0.00093154792894005326 0.0016596740177704469 0.00077826966193641166 0.0015585359282173047 0.0010922832331622685 0.0010584901126851898 0.00068410778207101015 0.0016698511583046808 0.0012687193179721286 0.00046001638864767719 0.0010875821428354983 0.0011893021245169956 0.00058228054654995917 0.0016125250120171942 0.0017132525047169605 0.0012230359939191225 0.0015632041995935794 0.0013400614771645677 0.001208454447714625 0.0016539470653127283 0.001632416418244961 0.001436302124469363
leaf_weight=20 20 99 34 40 57 22 39 75 77 48 91 144 41 34 34 139 21 63 28 39 32 678 757 58 45 64 21 32 127 142
leaf_count=20 20 99 34 40 57 22 39 75 77 48 91 144 41 34 34 139 21 63 28 39 32 678 757 58 45 64 21 32 127 142
internal_value=0 0.00087273 0.0015882 0.00161035 0.000718319 0.00120812 0.000818904 0.00165139 0.00110528 0.00137828 0.000995362 0.00163878 0.00144744 0.00148009 0.000372353 0.00152392 0.000870229 0.000654427 0.00142779 0.00147985 0.000792164 0.00166544 0.00170867 0.00151489 0.00137165 0.00147704 0.00169782 0.00147743 0.00156263 0.00152889
internal_weight=0 590 2531 2420 404 186 313 1933 111 132 151 1858 487 446 91 350 112 162 211 183 54 1508 830 412 103 112 810 53 309 269
internal_count=3121 590 2531 2420 404 186 313 1933 111 132 151 1858 487 446 91 350 112 162 211 183 54 1508 830 412 103 112 810 53 309 269
is_linear=0
shrinkage=0.00134594


Tree=1907
num_leaves=31
num_cat=0
split_feature=1 12 2 1 4 51 1 1 447 9 158 3 150 16 149 1443 13 52 481 483 2 43 0 42 49 51 51 2 12 484
split_gain=4.51633 1.35333 1.00571 0.776371 0.616533 0.603818 0.623525 0.551497 0.523698 1.3779 0.499798 0.663514 0.69472 0.493064 0.723128 0.801459 0.685602 0.649071 0.625305 0.570495 0.612365 0.554536 0.542514 1.27317 0.536727 0.589938 0.523064 0.894031 0.506903 0.611397
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.10124500000000002 -0.034939999999999992 -0.40274499999999996 0.16773500000000005 0.13743000000000002 0.089395000000000016 0.081890000000000004 0.08673500000000002 0.10299500000000002 0.090480000000000019 -0.0073349999999999986 0.079625000000000015 0.083720000000000003 0.0049450000000000006 -0.10925999999999998 -0.091784999999999992 -1.0000000180025095e-35 0.09142500000000002 -0.43469499999999994 -0.13027499999999997 0.085465000000000013 0.12497000000000001 -0.22258499999999998 -0.090529999999999985 0.087855000000000003 0.093965000000000007 -0.091749999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 7 -6 -7 -2 9 13 11 12 -1 16 15 18 17 -3 -15 20 -19 -18 23 -21 25 -20 27 -27 29 -28
right_child=4 8 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 21 19 24 22 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0013520724611011724 0.00175267637253464 0.0023334874971850587 -0.0004479204423344696 0.00072165517228015626 0.0013280735774130873 0.00031961432606658987 -0.00087472641783610072 0.00031611224254757465 0.00040236958466401102 0.0028635682267720767 0.002058542018426408 0.00021741938292008195 0.00025049253124967538 0.0022864058888526881 0.0023686982617203132 -0.00013680826909047981 0.0016185730816308374 0.0024787326296432368 0.0016587616979486513 -0.00042827858924084962 0.001084895481126472 0.00082602296665497941 0.0013938627303187573 0.001620801771219371 0.00044211480373926537 -0.0005230859836914941 0.00057426866115077428 0.001060237870158008 0.00087240671110279042 0.001478199306570255
leaf_weight=235 26 32 21 239 23 245 20 20 27 24 27 30 27 20 20 21 49 40 89 23 20 157 1134 29 46 22 37 48 151 219
leaf_count=235 26 32 21 239 23 245 20 20 27 24 27 30 27 20 20 21 49 40 89 23 20 157 1134 29 46 22 37 48 151 219
internal_value=0 0.00122923 0.000949349 0.00100193 0.000428888 0.000317211 0.000229475 0.00112808 0.00130262 0.00131376 0.00121192 0.00113364 0.00123855 0.00129652 0.0011505 0.00111319 0.00136274 0.00141887 0.00115472 0.00139538 0.00201412 0.00101454 0.00136408 0.000714478 0.00111774 0.00117265 0.00108195 0.000562622 0.00117127 0.00134755
internal_weight=0 2787 579 558 334 288 265 46 2208 2181 319 292 262 2157 673 653 1484 1278 632 1246 60 206 1186 52 612 566 477 70 407 256
internal_count=3121 2787 579 558 334 288 265 46 2208 2181 319 292 262 2157 673 653 1484 1278 632 1246 60 206 1186 52 612 566 477 70 407 256
is_linear=0
shrinkage=0.00650394


Tree=1908
num_leaves=31
num_cat=0
split_feature=1 124 48 15 44 147 151 0 40 9 13 43 52 13 376 13 133 1 4 1429 16 472 51 15 43 43 43 2 12 3
split_gain=3.65823 1.1422 0.8674 0.712485 0.65946 0.614817 0.776358 0.719006 0.613331 0.619245 0.653816 1.0743 0.718752 0.588811 0.542534 0.525156 0.89253 1.7725 0.778156 0.597867 0.567568 0.568986 0.643679 0.741239 0.581837 0.538988 0.98776 1.00757 0.768339 0.521259
threshold=0.12000500000000001 -0.076779999999999987 0.13765500000000006 -0.24436499999999997 0.081805000000000017 0.089365000000000014 -0.08323499999999999 -0.099059999999999995 0.051255000000000002 0.081890000000000004 -0.16152999999999998 0.08845500000000002 -1.0000000180025095e-35 0.27266500000000005 0.084545000000000009 0.038215000000000006 -0.0081349999999999981 0.077845000000000011 -0.50427999999999995 -0.092414999999999983 -0.007794999999999999 -0.081684999999999994 -0.13782999999999998 -0.022504999999999997 -0.12152999999999999 -0.082689999999999986 -0.077604999999999993 0.086590000000000014 0.099815000000000015 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 8 -7 -8 9 10 11 12 -3 15 -5 19 17 -17 -18 -12 -21 -22 23 -23 -24 -26 27 -27 -28 -2
right_child=29 2 -4 14 -6 6 7 -9 -10 -11 13 -13 -14 -15 -16 16 18 -19 -20 20 21 22 24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0004712792256474827 0.00051638375364786236 0.00064346951068401095 -0.00016626422270757022 0.0004950807764780706 0.00201983916710303 0.0012351771070170641 -0.00083067822635148167 0.00079303550561596564 2.1431192761200707e-05 0.0018651964414352284 0.0019362920283653396 0.0015701583618769762 -0.00086833046074677488 0.0019299999972964754 0.0013425701249530446 0.00093483638807395045 0.001997119367127632 -0.0011415350205650743 0.00091624827352485331 0.0011838911291661774 0.0017629961740472516 0.0010251923458870485 -3.5299566600203376e-05 0.0020872107298157282 0.0011530466106657131 -0.00099855966892034857 0.0010427538617060895 0.00075950982977300856 -4.2005890573759169e-05 -2.0295538542716117e-05
leaf_weight=22 239 27 21 112 28 32 21 20 20 39 34 24 21 32 38 47 28 23 235 1385 31 108 30 32 140 24 159 25 29 95
leaf_count=22 239 27 21 112 28 32 21 20 20 39 34 24 21 32 38 47 28 23 235 1385 31 108 30 32 140 24 159 25 29 95
internal_value=0 0.0010425 0.00107432 0.000558713 0.00108436 0.00107415 0.000519755 -3.86227e-05 0.00109039 0.00109903 0.00108675 0.000511424 -1.7943e-05 0.00110429 0.000709778 0.00109295 0.000867627 0.0002526 0.00103132 0.00113052 0.00111657 0.000955249 0.000909472 0.00126794 0.000786166 0.000851535 0.000673426 -0.000101585 0.000875424 0.000363735
internal_weight=0 2787 2615 172 2594 2566 73 41 2493 2473 2434 72 48 2362 150 2330 333 70 263 1997 1963 578 547 140 407 377 237 49 188 334
internal_count=3121 2787 2615 172 2594 2566 73 41 2493 2473 2434 72 48 2362 150 2330 333 70 263 1997 1963 578 547 140 407 377 237 49 188 334
is_linear=0
shrinkage=0.0061288


Tree=1909
num_leaves=31
num_cat=0
split_feature=1 4 4 12 3 2 1 1 159 14 2 52 457 12 47 0 1 1 49 2 16 15 52 2 12 148 52 4 16 16
split_gain=159.256 21.1349 18.3297 14.6031 14.3102 7.67428 7.4085 6.66085 5.48719 5.35014 3.63256 2.77459 2.7761 3.77912 2.70476 4.63847 2.60225 2.28928 2.2756 2.20353 1.91577 1.8812 1.72118 1.6849 2.01158 1.54489 1.49494 1.6436 2.7004 3.0051
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 -0.010834999999999999 -0.059315 0.13754500000000003 0.09253500000000002 0.13075500000000004 0.082585000000000006 0.062655000000000016 0.089885000000000007 -0.56176499999999996 0.080930000000000016 0.08815000000000002 0.078345000000000012 -0.061629999999999997 0.16540500000000002 0.086920000000000011 -0.012034999999999999 0.093320000000000014 -0.085254999999999984 -0.037864999999999989 -0.16675999999999999 0.11928500000000002 -0.040564999999999997 -0.043434999999999994 0.40674500000000008 -0.46376499999999993 0.013515000000000001 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 18 9 19 25 14 10 17 -12 -13 -14 23 -16 -9 26 -2 -1 -8 -21 -11 24 -6 -3 27 -5 -29 -30
right_child=1 7 -4 5 8 -7 20 16 -10 22 11 12 13 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0023003203860456562 0.0013574529242232484 0.00065516783605513323 0.0011400617274403444 0.0025914002418118819 0.00085073708691107682 0.0013546345403508814 0.0016451373342078713 0.00063577052709508982 0.00071285068544652745 0.0020702089256708503 0.0023511756740481073 0.0019941527561828662 0.0011480383051938848 0.0020947743701882921 0.0018928673965705547 0.0010434155956596043 2.5517213836255048e-05 0.0020289728686780665 0.0019561068931321412 0.0019383031873732432 0.0010991287242674232 0.0013433346626648694 0.0026079194717926937 0.00068466410641230538 0.001518655949492015 0.0011217514299482784 0.0017859653609683794 0.0021984046453098426 0.0013388711619837974 0.002088235147051433
leaf_weight=27 20 22 59 25 20 37 23 130 58 20 53 746 24 20 39 29 21 405 92 44 60 20 67 20 28 111 25 811 20 45
leaf_count=27 20 22 59 25 20 37 23 130 58 20 53 746 24 20 39 29 21 405 92 44 60 20 67 20 28 111 25 811 20 45
internal_value=0 0.0010981 0.00202611 0.00204726 0.0013914 0.00208128 0.00159797 0.000782092 0.0011271 0.00209317 0.00207752 0.0019949 0.001971 0.00157837 0.00130376 0.0015306 0.000550901 0.00212984 0.0018492 0.00191495 0.00125043 0.00175238 0.00248431 0.00107692 0.00124036 0.00104457 0.00217396 0.00218473 0.00217312 0.00185766
internal_weight=0 590 2531 2472 306 2298 174 284 194 2261 2174 843 790 44 136 68 151 1331 112 91 83 64 87 68 48 133 926 901 876 65
internal_count=3121 590 2531 2472 306 2298 174 284 194 2261 2174 843 790 44 136 68 151 1331 112 91 83 64 87 68 48 133 926 901 876 65
is_linear=0
shrinkage=0.00160853


Tree=1910
num_leaves=31
num_cat=0
split_feature=4 2 3 2 0 3 2 13 149 96 0 160 2 457 129 1452 393 403 1427 158 1 151 1455 160 159 16 4 1429 4 133
split_gain=3.64719 1.17729 0.859921 0.737586 1.35374 0.626334 0.573945 0.539288 0.709458 0.61437 0.822104 0.516924 0.504421 1.143 0.711925 0.57899 0.537991 0.694417 0.52261 0.461763 0.455481 0.680688 0.448186 0.911098 0.460595 0.672314 0.422304 0.526782 1.39276 0.40869
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -0.0091949999999999983 -0.07384499999999998 -0.014944999999999998 0.25063000000000007 0.11217000000000001 0.07770500000000001 0.086715000000000014 0.030935000000000004 -0.081639999999999976 0.089005000000000015 0.26807500000000006 -1.0000000180025095e-35 0.10893000000000001 0.085435000000000011 -0.077589999999999978 0.083935000000000023 0.10667500000000002 0.11910500000000002 -0.030624999999999996 -0.22060499999999997 -0.55323499999999981 0.13642500000000002 -0.39185999999999993 -0.17966999999999997 0.084770000000000012 -0.012889999999999999 0.51314000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 10 11 -2 16 14 -14 18 22 -18 19 -16 21 -13 -5 -24 25 -25 -27 29 -29 -28
right_child=6 -3 -4 12 5 -7 -8 -9 -10 -11 -12 20 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.0016805162685033935 0.0013389418869612243 -9.9664806656777507e-05 0.00038730145938940569 0.0021240496113243733 0.00052269564542578638 -0.00080402243707247136 -0.00054342555230243929 -0.00033680793720485176 0.0016620961285681664 -0.00060404534120918135 0.001608700927552507 -3.8746946410960307e-05 -0.00011446319987476284 -0.00045946327666067854 0.0010878323205626881 0.0021234797432961544 0.0012000650056757072 0.002379261592861268 0.0020751738048846559 0.00044815229600675215 1.9348538753686969e-05 0.0010124274719537593 -0.00016542882295756192 0.0021994103874545439 0.00031184491575427734 0.0019605747136045076 0.00123501806536538 -0.00076879766944371204 0.0013517933927698329 0.00061511062275468331
leaf_weight=30 23 33 65 21 39 23 24 30 22 20 27 40 20 20 1040 22 45 37 21 48 99 67 20 28 23 29 1106 20 34 45
leaf_count=30 23 33 65 21 39 23 24 30 22 20 27 40 20 20 1040 22 45 37 21 48 99 67 20 28 23 29 1106 20 34 45
internal_value=0 0.00109751 0.00111195 0.00112958 0.000568566 3.0526e-05 0.000408431 0.000478079 0.000560114 0.000472275 0.000556363 0.000432288 0.0011496 0.00105181 0.00107807 0.00109916 0.00123092 0.00173214 0.00107884 0.00105961 0.00033106 0.000619465 0.00119993 0.00118506 0.00120608 0.00122237 0.0012002 0.0011819 0.000566389 0.00121078
internal_weight=0 2769 2736 2671 92 62 352 328 298 276 256 229 2579 1171 1151 1131 1408 82 1109 1088 206 107 1326 1305 1285 1262 1234 1205 54 1151
internal_count=3121 2769 2736 2671 92 62 352 328 298 276 256 229 2579 1171 1151 1131 1408 82 1109 1088 206 107 1326 1305 1285 1262 1234 1205 54 1151
is_linear=0
shrinkage=0.00637641


Tree=1911
num_leaves=31
num_cat=0
split_feature=1 12 2 15 151 49 133 3 3 13 12 151 16 10 2 10 131 2 52 14 1 4 43 3 123 47 4 0 1 3
split_gain=2.96403 0.985184 0.728871 0.634973 0.700214 0.83374 0.573236 0.641672 0.515764 0.62239 0.556647 0.51575 0.515521 0.497366 0.668722 0.756418 0.755438 1.12364 0.574262 0.756814 0.617537 0.508235 0.489365 0.507255 0.46107 0.439237 0.418393 0.486314 0.802527 0.531102
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.035560000000000008 0.015440000000000001 -0.061079999999999988 0.093615000000000018 -0.11171999999999999 0.12178000000000001 -1.0000000180025095e-35 -0.064509999999999984 -0.092724999999999988 0.10246000000000001 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.090030000000000013 0.31358000000000003 -0.065544999999999978 -0.072219999999999993 0.13021500000000003 0.27834500000000006 -0.078654999999999989 -0.0043399999999999992 0.084475000000000008 0.11419000000000001 0.053180000000000012 -0.092404999999999973 0.089175000000000018 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 22 -11 -12 -5 14 15 -2 17 18 -16 -20 -21 -22 23 24 -9 -17 27 28 -3 -29
right_child=13 26 -4 12 5 -7 -8 8 -10 10 11 -13 -14 -15 16 25 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=2.0811087054651422e-06 0.00011714683867326375 0.0014978238486578366 -0.00041446454155444687 0.0019320714284516739 0.00096893082434169951 -0.00074875391012174598 0.0018552292071154621 7.8075569968252175e-05 0.00019704395558416555 0.0021047114263440967 0.0019198971458847852 0.00089623199086822085 0.00069602927261948756 -0.00027338426804251423 -0.00050216361590275937 0.0018125262513039922 0.001167191876222563 -0.0013108047235916242 0.0012905709022308701 -0.00071302315412961664 0.001325215897110538 6.3591348964275209e-05 0.0010318261777979201 -0.00060117378421359953 0.0011584294944539757 0.00071589118719590881 0.00082194570412468676 0.0010576619822283396 0.00023845510154864416 3.7296007912395318e-05
leaf_weight=42 33 195 21 34 20 27 20 36 46 22 23 154 23 45 31 33 30 21 33 24 20 37 62 20 29 27 291 1678 23 21
leaf_count=42 33 195 21 34 20 27 20 36 46 22 23 154 23 45 31 33 30 21 33 24 20 37 62 20 29 27 291 1678 23 21
internal_value=0 0.00098584 0.000751726 0.000795615 0.000723062 -1.78242e-05 0.000799762 0.000751123 0.000831377 0.000915711 0.00114815 0.00102925 0.00143332 0.000350183 0.000447279 0.000892562 0.000235996 6.77079e-05 0.000267355 0.000476609 0.000144996 0.000506267 0.000601054 0.000286844 0.00056008 0.00131904 0.00104723 0.00108143 0.00136495 0.00104505
internal_weight=0 2787 579 558 501 47 454 434 392 346 199 177 57 334 289 93 196 166 145 114 81 57 147 85 65 60 2208 1917 218 1699
internal_count=3121 2787 579 558 501 47 454 434 392 346 199 177 57 334 289 93 196 166 145 114 81 57 147 85 65 60 2208 1917 218 1699
is_linear=0
shrinkage=0.00637641


Tree=1912
num_leaves=31
num_cat=0
split_feature=4 2 15 48 133 2 0 96 3 149 49 48 43 12 0 3 52 3 15 12 1209 43 400 3 457 16 133 133 3 133
split_gain=2.40685 0.772809 0.722517 0.73535 0.592198 0.558174 1.06036 0.53624 0.486813 0.494146 0.541353 0.462052 0.649184 0.731047 0.888279 0.748169 0.726579 0.521702 0.453588 0.710857 0.653926 0.631419 0.684336 0.601101 0.913924 0.66842 0.547576 0.816053 0.661581 0.60257
threshold=0.27287000000000006 0.14285500000000004 -0.03241999999999999 0.094925000000000023 1.0000000180025095e-35 -0.0091949999999999983 -0.070154999999999981 0.083725000000000008 0.63141500000000017 0.07770500000000001 -0.045154999999999994 0.12118000000000002 -0.072864999999999985 -0.07983999999999998 -0.11173999999999999 -0.14989499999999997 0.12354000000000001 -0.012939999999999998 0.013270000000000002 0.081420000000000006 0.091045000000000001 0.0051600000000000005 -0.064794999999999978 0.090900000000000009 0.29113500000000009 -0.51370499999999997 -0.51151499999999983 -0.41317499999999996 -0.079979999999999982 -0.047229999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -8 9 10 -2 12 16 -14 -15 -16 17 -12 20 -20 23 -21 -23 25 -25 -7 -24 -28 29 -29
right_child=8 2 4 -5 -6 18 7 -9 -10 -11 11 -13 13 14 15 -17 -18 -19 19 21 -22 22 26 24 -26 -27 27 28 -30 -31
leaf_value=0.0012596931879512129 -0.0003184598248525967 0.0017313374119553209 -0.00095762813937487934 8.9273574574055242e-05 0.00040862683955643467 0.0019921949196008205 -0.00053944033752771603 0.00065225778405146129 -0.00061202393369745351 0.0011672385259800379 0.0002771160585087831 -0.00038252358956755803 0.0015731524588074508 0.0011632026286069745 0.0008934056134027097 -0.00039708169747604434 0.00093764421774491038 -0.00087568203340755528 0.0015279134718500197 0.0010215155646347404 -0.00020691546811289936 0.0016983996123587999 -0.00033016736041217886 0.00065658603089165438 -0.00073983178062973754 0.00086274167429113344 0.0015492496014061316 0.00044111525751573438 0.00081220535196730717 -0.00077833462875497755
leaf_weight=35 45 20 22 21 26 20 37 23 20 27 29 25 31 48 27 45 25 30 83 809 23 22 23 147 20 1237 33 45 100 23
leaf_count=35 45 20 22 21 26 20 37 23 20 27 29 25 31 48 27 45 25 30 83 809 23 22 23 147 20 1237 33 45 100 23
internal_value=0 0.000854639 0.000292786 0.00089028 -0.000217573 0.000873298 0.000411915 -8.26227e-05 0.000316599 0.00037254 0.00030219 0.00040961 0.00049388 0.000734137 0.000517392 8.6851e-05 6.19882e-05 -0.000309052 0.000890254 0.0009818 0.000818257 0.000938835 0.000666932 0.000834815 0.00048935 0.000880712 0.000565627 0.000668131 0.000495054 2.86543e-05
internal_weight=0 2769 89 41 48 2680 95 60 352 332 305 260 235 151 120 72 84 59 2585 1138 1447 1055 246 1424 167 1257 224 201 168 68
internal_count=3121 2769 89 41 48 2680 95 60 352 332 305 260 235 151 120 72 84 59 2585 1138 1447 1055 246 1424 167 1257 224 201 168 68
is_linear=0
shrinkage=0.0061288


Tree=1913
num_leaves=31
num_cat=0
split_feature=1 124 33 48 15 376 1416 13 133 133 1212 1212 52 3 1 484 481 52 42 160 15 160 1375 15 0 475 16 3 133 52
split_gain=2.03285 0.699527 0.619156 0.568916 0.496839 0.42055 0.409093 0.445293 0.694126 1.52662 0.552549 0.811506 0.512027 0.847874 0.897183 0.581629 1.08773 0.704947 0.509341 0.476927 0.639072 0.758241 0.586713 0.5791 0.877577 0.720743 0.548241 0.467914 0.709837 0.464189
threshold=0.12000500000000001 -0.076779999999999987 0.082285000000000011 0.13765500000000006 -0.24436499999999997 0.084545000000000009 1.0000000180025095e-35 0.038215000000000006 -0.0081349999999999981 -0.082009999999999986 0.12218000000000002 0.11387000000000001 -0.016949999999999996 -0.10115999999999999 0.080270000000000022 -0.081109999999999988 -0.087424999999999989 -0.011499999999999998 0.089625000000000024 0.060610000000000004 -0.094329999999999983 0.10455000000000002 0.083945000000000006 -0.077844999999999984 -0.087519999999999987 -0.091889999999999986 0.0057500000000000008 -0.086049999999999988 0.087035000000000015 -0.12647999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 7 10 9 -9 11 12 13 14 -3 16 -14 -18 -12 22 -21 -22 23 24 -15 -25 -26 -23 -29 -27
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 18 -13 15 19 -16 -17 17 -19 -20 20 21 27 -24 25 26 29 -28 28 -30 -31
leaf_value=-0.00053988282666279138 0.00030179382776948437 0.00076433974540656693 0.0020876743923363412 -0.00025242092713073514 0.00037588688904426483 0.0012329847889325 0.001689856865156015 0.00081715034462813592 0.00082945686647258542 -0.0012676753926839537 0.0023699297012251758 -0.00036675647735257894 -4.2414977057109133e-05 0.00048679337097914715 -0.0012744516900897024 0.00096540356651061737 0.0029026465467591289 0.0014638869456941885 0.0010760618332234543 0.00030191028026016459 0.0019034371337895747 0.0017007513692871702 0.0016850201192780592 0.0014087215406642186 0.0025505024222463447 -7.7858582780995783e-05 0.0011543239563099701 0.0011365475733110585 -0.00036859852947823554 0.00059885484327873884
leaf_weight=22 334 23 22 21 112 38 33 49 301 27 25 24 20 82 20 1299 21 86 38 38 65 27 28 31 20 102 46 44 24 99
leaf_count=22 334 23 22 21 112 38 33 49 301 27 25 24 20 82 20 1299 21 86 38 38 65 27 28 31 20 102 46 44 24 99
internal_value=0 0.000883005 0.00091161 0.000901632 0.000448112 0.000593018 0.000911055 0.000900933 0.000677665 7.64886e-05 0.000939865 0.000920367 0.000935254 0.000771326 -0.000183935 0.00100986 0.00146458 0.00174626 0.0015895 0.000839109 0.00112262 0.00131753 0.000701524 0.000629056 0.000973149 0.000409549 0.00157741 0.000916653 0.00060532 0.000255448
internal_weight=0 2787 2615 2593 172 150 2572 2539 377 76 2162 2099 2075 649 43 1426 127 107 63 606 198 160 408 380 148 232 66 95 68 201
internal_count=3121 2787 2615 2593 172 150 2572 2539 377 76 2162 2099 2075 649 43 1426 127 107 63 606 198 160 408 380 148 232 66 95 68 201
is_linear=0
shrinkage=0.00704007


Tree=1914
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 12 4 4 4 159 43 1 0 3 150 0 0 2 12 43 47 0 160 15 159 16 49 12 150 16
split_gain=145.296 18.7841 17.9233 8.7828 8.7303 6.51168 5.86869 5.72755 5.68337 5.3207 4.55662 3.8792 3.26645 3.16342 3.3213 2.65554 2.63371 2.47352 2.35409 2.15683 2.06956 3.78515 2.03465 2.03318 1.84633 1.84188 1.76414 1.72243 2.6349 1.69343
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.12043500000000001 0.10124500000000002 0.090285000000000018 0.27287000000000006 0.42642000000000008 0.033845000000000007 0.082585000000000006 -0.073404999999999984 0.14699000000000004 -0.14832499999999996 0.10893000000000001 0.093200000000000019 -0.13027499999999997 -0.074479999999999977 0.085730000000000015 0.11734000000000001 -0.095049999999999982 0.078345000000000012 -0.061629999999999997 0.083670000000000008 -0.41942499999999994 0.085240000000000024 -0.013324999999999998 -0.053364999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 10 12 9 -2 16 20 19 -8 -4 14 17 -14 -7 -12 -18 -1 25 -22 27 -5 -19 -3 -21 -6 -29 -27
right_child=1 6 5 23 22 8 11 -9 -10 -11 13 -13 15 -15 -16 -17 18 24 -20 26 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0018260394437056833 0.0019458960293959045 0.0014639947802541199 0.0026332539319850368 0.0013668850100563657 0.0011012566997902703 0.0021634545667335268 0.000866748552412453 0.00097494349918959898 0.0017425270331594164 0.00071309710246950998 0.0024065168945908376 0.00033937141295624731 0.0015978464740475675 0.0014091139600038189 0.0014157028285941174 0.002198754399795169 0.0020162416464458168 0.0018830884316596199 0.0015642803635120802 0.0016550280082206071 0.0018789974173597699 0.0010761800298472732 0.00092425471851623458 0.00072543943203158751 0.0023178308974573397 0.00054608404487124481 0.00098819685615893129 0.0021004730175460855 0.0012517272108314378 0.0012265075136239391
leaf_weight=38 114 26 48 25 24 449 157 20 171 57 58 52 21 24 21 1072 312 105 36 20 38 29 29 31 37 20 25 20 21 21
leaf_count=38 114 26 48 25 24 449 157 20 171 57 58 52 21 24 21 1072 312 105 36 20 38 29 29 31 37 20 25 20 21 21
internal_value=0 0.00113512 0.00205733 0.00156838 0.0017425 0.00212032 0.000929317 0.00180098 0.00201936 0.00114136 0.00187136 0.000735535 0.00220597 0.00198617 0.00204883 0.00218721 0.00207876 0.00211531 0.00196949 0.00153247 0.00132353 0.00153151 0.00129286 0.0010118 0.00199637 0.00111556 0.00128457 0.00145732 0.00166575 0.000894594
internal_weight=0 590 2531 190 422 2109 400 134 968 191 328 209 1141 245 221 1093 797 200 348 83 134 67 94 56 142 67 45 65 41 41
internal_count=3121 590 2531 190 422 2109 400 134 968 191 328 209 1141 245 221 1093 797 200 348 83 134 67 94 56 142 67 45 65 41 41
is_linear=0
shrinkage=0.00167351


Tree=1915
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 3 43 15 11 1 2 13 4 15 51 150 15 52 15 15 4 39 4 1 15 16 1 16 43
split_gain=173.735 23.7715 19.368 11.78 10.4051 9.78994 9.25813 7.03203 6.32412 5.21652 4.51748 3.61049 3.19175 4.40071 5.44185 5.2768 3.8294 3.57815 2.88759 2.83409 2.81354 2.63229 2.52625 2.45373 2.2704 2.21471 2.19698 1.79745 1.71455 1.58215
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.13754500000000003 0.31370500000000007 -0.025214999999999998 0.024640000000000006 1.0000000180025095e-35 0.092845000000000025 0.11177500000000001 -0.077799999999999994 -0.27825499999999997 -0.0072999999999999992 -0.08044999999999998 0.081835000000000019 -0.090644999999999989 0.056145000000000007 -0.12255999999999999 -1.0000000180025095e-35 -0.011209999999999999 0.095830000000000012 -0.015039999999999998 0.122715 0.09006500000000002 -0.008904999999999998 0.079415000000000013 0.11346000000000002 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 24 8 7 22 12 25 -4 -9 20 27 16 -16 19 -18 -8 -15 -1 -13 -3 -21 -2 -10 -23 -14 -7 -6
right_child=1 6 10 -5 29 28 18 11 9 -11 -12 21 13 14 15 -17 17 -19 -20 23 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017809769098627074 0.0016464140635174505 0.00070737186713249411 0.001513855122641972 0.00099255273431214154 0.00057583468118413363 0.00082498505151475067 9.999888935639601e-05 0.0013704479495592332 0.0018594492844261987 0.002204921774292266 0.00090260384182307379 0.0012921969155388654 0.0015575257173886159 0.0018709817252688954 0.0006098940995225891 0.0014684895147511724 0.0009377356160677492 0.0016437691681373333 0.00061792913649367229 0.0017822186858036954 0.0013830782004809741 0.00088927615093002427 0.00034519263529771507 0.0015090028369912243 0.0011821671637613979 0.0017270167114697727 0.00037275825753688006 0.0019386701437263095 0.0013785922130175143 0.0010036552693954582
leaf_weight=515 83 95 37 45 29 25 70 38 542 68 74 22 34 92 23 40 32 27 32 94 39 56 67 234 29 491 24 98 21 45
leaf_count=515 83 95 37 45 29 25 70 38 542 68 74 22 34 92 23 40 32 27 32 94 39 56 67 234 29 491 24 98 21 45
internal_value=0 0.000829071 0.00168976 0.00171652 0.00125161 0.00173023 0.000634537 0.000760196 0.00174312 0.00182173 0.00110635 0.00099465 0.00167265 0.00160663 0.00154967 0.00115503 0.00160158 0.00126084 0.000262487 0.00164944 0.00175297 0.000854647 0.000557582 0.0015873 0.00152621 0.0017965 0.000734321 0.0018405 0.00107772 0.000835996
internal_weight=0 590 2531 2420 186 2375 404 302 2329 1101 111 140 1228 674 542 63 479 59 102 420 554 102 162 328 112 1033 80 132 46 74
internal_count=3121 590 2531 2420 186 2375 404 302 2329 1101 111 140 1228 674 542 63 479 59 102 420 554 102 162 328 112 1033 80 132 46 74
is_linear=0
shrinkage=0.00142833


Tree=1916
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 2 14 43 2 2 43 12 11 12 52 150 49 50 2 39 3 43 0 3 3 1 4 475 47
split_gain=204.908 25.3605 23.3783 13.6233 11.7183 9.75996 7.93238 7.785 6.62686 4.85537 4.15754 3.93274 3.68696 4.71598 3.6346 3.39398 3.31053 3.08546 2.88457 2.71044 2.38204 2.18847 3.34162 1.85556 1.81205 3.75253 1.78207 1.64035 1.53458 1.5206
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 0.10188000000000001 0.076175000000000007 -0.025214999999999998 0.11362000000000001 0.11177500000000001 -0.066504999999999995 0.087695000000000009 0.076160000000000019 0.11734000000000001 0.048770000000000008 0.09487000000000001 -0.012034999999999999 0.11266000000000001 0.081135000000000013 0.095830000000000012 0.095270000000000007 -0.083134999999999987 -0.081894999999999982 -0.23446499999999998 -0.10217499999999997 0.088770000000000016 0.033845000000000007 0.0071950000000000009 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 9 8 7 12 20 11 -10 19 26 27 24 -7 28 -2 -12 -1 23 22 -6 -3 -8 -26 -4 -14 -13 -19
right_child=1 5 6 -5 21 15 14 -9 10 -11 18 16 13 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010655904008891198 0.0012405679500966183 0.00061828297874516331 0.0021417634891906013 0.00094789406362720324 0.0012651948164058516 0.00012954662486336789 0.0021399989587006923 0.0025866346143391715 0.0015459249486118303 0.0012147482543991308 0.00086799207702553801 0.0019435480030497933 0.002024983982552562 0.0013971056863397848 0.0014920061207236766 0.00072278040232401245 0.0013524255830729877 0.0021340963314656382 0.001478999577345293 0.0017093099511356191 0.00048077147027716385 0.0014485077565427765 0.00050375070697155722 0.0010355280260948199 0.0012492268634039776 0.0018950505791788697 0.0017454744246836911 0.0018131834299421944 0.0023768569295771571 0.0017382971401296719
leaf_weight=20 20 43 692 74 35 57 52 61 39 31 91 185 871 29 62 34 20 34 21 52 67 39 20 52 22 205 26 89 20 58
leaf_count=20 20 43 692 74 35 57 52 61 39 31 91 185 871 29 62 34 20 34 21 52 67 39 20 52 22 205 26 89 20 58
internal_value=0 0.000988606 0.00196109 0.00144267 0.00164181 0.000779558 0.00202497 0.002065 0.000904098 0.00177438 0.00112806 0.00183279 0.00204636 0.00198751 0.00181746 0.000351194 0.00192952 0.00176957 0.000982556 0.0015305 0.000695341 0.00117924 0.000988306 0.00084667 0.00188978 0.00183246 0.00212741 0.00200535 0.00198582 0.00188457
internal_weight=0 590 2531 186 422 404 2109 1768 313 328 151 297 1707 989 341 91 225 112 112 72 162 94 55 95 279 227 718 960 205 92
internal_count=3121 590 2531 186 422 404 2109 1768 313 328 151 297 1707 989 341 91 225 112 112 72 162 94 55 95 279 227 718 960 205 92
is_linear=0
shrinkage=0.00148603


Tree=1917
num_leaves=31
num_cat=0
split_feature=1 12 2 1 3 12 484 2 15 2 133 52 52 4 0 151 3 4 1456 3 42 1455 160 4 1208 1209 151 402 158 3
split_gain=3.42243 1.19427 0.672281 0.598658 0.544363 0.83881 0.573706 0.491577 0.746748 0.644196 0.460671 0.457314 0.508241 0.448985 0.466437 0.671371 0.619354 0.466817 0.634593 0.466316 0.522854 0.54397 0.691898 0.82493 0.504647 0.877193 0.499838 0.492413 0.455262 0.524304
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.10124500000000002 0.30112000000000005 -0.42850999999999995 -0.011854999999999999 0.079055000000000014 -0.077844999999999984 0.085730000000000015 -0.040449999999999993 0.047850000000000011 -0.0064899999999999992 0.053180000000000012 -0.092404999999999973 -0.085164999999999977 -0.15447499999999995 -0.080924999999999983 -0.006794999999999999 -0.045649999999999989 0.091545000000000015 -0.23681499999999997 -0.55248999999999981 -0.51253999999999988 0.099975000000000008 -0.077594999999999983 0.10788000000000002 0.095250000000000015 0.084475000000000008 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -2 8 -1 -9 -8 12 -11 14 15 -3 -17 -18 -19 20 21 -16 -23 -24 25 -22 -25 -27 -15 -30
right_child=4 13 -4 -5 5 -7 10 9 -10 11 -12 -13 -14 28 19 16 17 18 -20 -21 24 22 23 26 -26 27 -28 -29 29 -31
leaf_value=0.0013076478611191507 0.0015329610815100652 0.00033834032222021185 -0.0002940790610736123 0.00060872680953632564 0.0007735357726060372 -0.00045182858964625086 -0.00042909506445772073 0.0019629475685003549 -0.00020070107255562952 0.0010355715263445032 0.00054490023513793253 0.0014541957435013227 0.0002282800110730367 0.00075105470009448436 0.0019855363719477196 0.0022946796133596374 0.00061019842164769284 0.00049482141637964528 0.0016997910685553847 0.00019696630545277104 -0.0003559988220182459 4.7269432404758014e-05 0.0023913037716771549 0.0011862001089418879 0.0016199247140537313 0.00084584889531626889 0.00018980271593686007 0.0016231913515244131 0.0021838742651078052 0.00099598448313248486
leaf_weight=23 21 20 21 239 34 61 21 32 29 128 197 67 40 218 33 35 26 20 117 21 22 21 22 1211 37 276 20 36 20 53
leaf_count=23 21 20 21 239 34 61 21 32 29 128 197 67 40 218 33 35 26 20 117 21 22 21 22 1211 37 276 20 36 20 53
internal_value=0 0.00105667 0.000803964 0.000845289 0.000387022 -1.32771e-05 0.000546136 0.00102252 0.000466453 0.00113082 0.000451075 0.00101751 0.000843359 0.00112294 0.00115767 0.0014299 0.00154016 0.00137814 0.00152388 0.00112274 0.00113433 0.00119312 0.00117259 0.00119145 0.000927209 0.000850471 0.00117001 0.000935542 0.000894139 0.00132143
internal_weight=0 2787 579 558 334 95 239 319 52 267 218 235 168 2208 1917 218 198 163 137 1699 1678 1307 1274 1253 371 334 1231 312 291 73
internal_count=3121 2787 579 558 334 95 239 319 52 267 218 235 168 2208 1917 218 198 163 137 1699 1678 1307 1274 1253 371 334 1231 312 291 73
is_linear=0
shrinkage=0.00625138


Tree=1918
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 48 4 159 13 147 15 159 13 1213 403 160 51 0 481 484 43 130 43 43 0 159 483 457 1 0
split_gain=2.83723 0.906444 0.868187 0.713585 0.65992 0.704276 0.55864 0.719745 0.705613 0.887882 0.673127 0.649787 1.235 0.581371 0.702529 0.568945 0.5522 0.536038 0.530245 0.53605 0.98982 0.540357 0.581333 1.24426 0.686395 0.507913 0.69913 0.603889 0.478283 0.493211
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 0.14871000000000004 -0.076779999999999987 -0.085489999999999997 -0.077799999999999994 0.090830000000000008 -0.11713499999999999 -0.021869999999999997 -0.085384999999999975 0.060985000000000004 -0.037174999999999993 -0.54913999999999985 -0.16666999999999996 -0.010949999999999998 -0.082049999999999984 0.084750000000000006 -1.0000000180025095e-35 -0.072444999999999982 0.10915000000000001 0.060960000000000007 0.14486500000000005 0.11058000000000003 -1.0000000180025095e-35 0.041220000000000007 0.15471500000000002 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 15 10 -10 12 -9 16 -15 -8 -13 -12 -18 21 -21 -20 23 24 -23 26 -17 -28 29 -2
right_child=28 -3 4 -5 -6 -7 8 11 9 -11 17 13 -14 14 -16 25 18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00063530371454243427 0.00034223008087584059 0.00025482432469952141 0.0017752838070902023 0.00076590530949337471 0.0016682179171507564 -0.00017797761282408166 0.0017848819729659321 0.0014825363580659434 0.001233071141794448 -0.00047035869412904996 0.00073135051689503347 0.0017271892824957768 -0.0003469125097805259 0.0011581864923028199 0.0021818899095362603 0.001492896816270255 0.0018328207026304278 -0.0001834079186683946 0.0015388709251914787 -0.00066316750676316701 0.0010935769114231216 0.00096230738824931857 0.0016319273962293237 -0.00017032202405014283 -0.00010174369172782266 0.00031351515138952022 0.0008350358558867698 0.0013801078590491066 -0.00031007386676129811 0.0012792049597020417
leaf_weight=22 297 75 40 27 38 20 28 20 90 20 742 30 32 111 28 79 21 22 47 20 23 545 34 37 21 40 478 79 35 20
leaf_count=22 297 75 40 27 38 20 28 20 90 20 742 30 32 111 28 79 21 22 47 20 23 545 34 37 21 40 478 79 35 20
internal_value=0 0.000881081 0.000898516 0.000136791 0.000912627 0.000901613 0.00090996 0.00101609 0.000842096 0.00073249 0.00076066 0.000984754 0.000356722 0.00102037 0.0013644 0.00097817 0.000958901 0.000705009 0.000928088 0.000901954 0.000276486 0.000941274 0.000897181 0.000855753 0.000922828 0.000944756 0.000984457 0.000912344 0.000330608 0.000401345
internal_weight=0 2769 2694 49 2645 2607 2587 1009 1578 874 854 969 52 917 139 704 778 764 748 727 43 684 637 603 566 676 636 557 352 317
internal_count=3121 2769 2694 49 2645 2607 2587 1009 1578 874 854 969 52 917 139 704 778 764 748 727 43 684 637 603 566 676 636 557 352 317
is_linear=0
shrinkage=0.00577531


Tree=1919
num_leaves=31
num_cat=0
split_feature=1 2 48 123 4 1424 48 34 97 131 2 3 11 16 14 11 41 106 149 11 13 1 1 1455 483 1456 2 12 0 159
split_gain=2.30814 0.813213 0.73737 0.667728 0.518384 0.506594 0.503116 0.458916 0.657573 0.625678 1.33893 0.430882 1.37779 1.89093 0.42223 0.546573 0.826404 0.425488 0.433388 0.947628 1.68916 0.423954 0.972607 0.546597 0.641004 0.639354 0.635746 0.595231 0.591612 0.584296
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.50427999999999995 1.0000000180025095e-35 0.081805000000000017 -0.038779999999999995 -0.079444999999999988 0.090030000000000013 0.31358000000000003 -0.10217499999999997 0.082245000000000013 -0.082779999999999979 0.076175000000000007 0.075910000000000019 0.079395000000000007 0.085655000000000009 0.079000000000000015 0.076560000000000003 0.038215000000000006 0.080270000000000022 0.084785000000000013 0.084305000000000005 -1.0000000180025095e-35 -0.16480999999999998 0.084855000000000014 0.084100000000000022 0.13134000000000004 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 14 -5 8 -2 10 -9 12 13 -6 17 -16 -17 18 19 21 -21 23 -23 24 -1 -26 -27 -25 29 -28
right_child=7 2 -4 6 11 -7 -8 9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 22 -24 27 25 26 28 -29 -30 -31
leaf_value=0.0017729433761716137 0.00052552608913133947 0.0016743445503118776 -0.00055414569577765611 -0.00049408014653683414 0.00085708101897483666 0.0019956798783667511 0.00076195806058946733 0.00042582378203288228 -0.0011156743204892158 0.0010433473355778394 -0.0013299323803147621 0.00086139828443963556 0.00097766381639026153 -0.0019581846381867894 0.00065940884405272843 0.0024482625007791379 0.00082006659194792692 0.00014340580103874685 0.0017441347811874128 0.00098760341239920754 -0.0014557005306831911 -0.00030118697092315324 0.00088494366749774849 -0.00046296561985454272 -9.5380712643078695e-06 0.0013808312049359644 0.00088984901887770274 0.00081986741993020254 0.0020583625984398331 0.0013994315592764526
leaf_weight=55 21 29 20 32 21 21 25 213 22 57 21 413 68 21 28 34 23 29 30 33 20 32 618 20 25 222 754 78 22 114
leaf_count=55 21 29 20 32 21 21 25 213 22 57 21 413 68 21 28 34 23 29 30 33 20 32 618 20 25 222 754 78 22 114
internal_value=0 0.000909147 0.000699248 0.00074041 0.000810999 0.000970327 5.68138e-05 0.000325551 -0.000314158 0.000420078 0.000268256 0.000763127 0.000394163 -0.000550552 0.000960251 0.00141842 0.00179127 0.000941272 0.00095271 0.000940797 6.56019e-05 0.000964707 0.00082655 0.00103432 0.00107348 0.00103964 0.00106323 0.000558065 0.000984006 0.000956776
internal_weight=0 2787 629 609 552 2158 57 334 43 291 234 523 110 42 2137 85 57 2052 2023 1993 53 1940 650 1290 1192 1137 1112 98 890 868
internal_count=3121 2787 629 609 552 2158 57 334 43 291 234 523 110 42 2137 85 57 2052 2023 1993 53 1940 650 1290 1192 1137 1112 98 890 868
is_linear=0
shrinkage=0.00663402


Tree=1920
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 1 2 47 4 1 0 12 475 12 3 4 47 3 47 52 12 10 48 12 1 0 1
split_gain=181.751 31.0992 18.6037 15.6773 11.3549 9.4948 5.32769 4.81667 4.66999 4.37465 4.30838 4.11619 3.05365 3.22501 2.27423 2.16703 2.04832 2.04286 2.0034 1.9275 1.88258 1.64607 1.5918 1.52367 1.47055 1.435 1.4487 1.41718 2.57306 1.37608
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.092845000000000025 0.15022500000000003 0.14960000000000004 0.13082500000000002 0.40473500000000007 0.089625000000000024 -0.095504999999999993 0.11472500000000001 -0.066784999999999983 0.087695000000000009 0.10732000000000001 -0.51253999999999988 0.090100000000000013 0.090900000000000009 0.08265500000000002 0.060015000000000006 0.11734000000000001 -1.0000000180025095e-35 0.082620000000000013 0.093535000000000021 0.076935000000000017 -0.019414999999999998 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 -5 10 15 14 29 16 21 22 -7 18 23 -1 -3 -20 -14 -4 25 -10 27 -27 28 -17 -6
right_child=1 2 8 7 11 9 -8 -9 24 -11 -12 -13 13 -15 -16 17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026341916826266689 0.0020634864202418593 0.0010162616119547851 0.00061650786246546599 0.0018588168493386765 0.0020777219227405396 0.0021675624762015656 0.0024820694831618304 0.0011634558666078043 2.1707919028118341e-05 0.0012464247444312789 0.0014017924676787853 0.001231805192261137 0.0013930755618226836 0.0020171899085574896 0.0012240380670077982 0.0019745406534024076 0.0020481595384467199 0.0014074248774744171 0.0021645291355364038 0.0014183760585798283 0.0018097846517230631 0.0019065329100125929 0.00097667385394270491 0.0016044110588855675 0.00052509008809221958 0.0013754557712207713 0.001902110554880852 0.0022634456294383285 0.0014377539572315236 0.0016536188264582512
leaf_weight=20 74 190 130 37 39 55 79 60 20 26 27 32 32 270 21 190 690 23 759 32 36 26 36 42 40 21 28 31 23 32
leaf_count=20 74 190 130 37 39 55 79 60 20 26 27 32 32 270 21 190 690 23 759 32 36 26 36 42 40 21 28 31 23 32
internal_value=0 0.00113646 0.00102194 0.00202587 0.00126721 0.00205051 0.00209666 0.0014287 0.000731012 0.00184948 0.000835792 0.00168315 0.00208005 0.00194753 0.00075407 0.00188744 0.00210893 0.00184441 0.00216038 0.00107422 0.00214847 0.00162325 0.000694616 0.00187441 0.000357296 0.00191311 0.0016764 0.00196065 0.00191658 0.00188658
internal_weight=0 673 599 2448 325 2351 1912 97 274 439 214 103 1833 328 187 413 1505 358 815 222 795 58 166 335 60 293 49 244 213 71
internal_count=3121 673 599 2448 325 2351 1912 97 274 439 214 103 1833 328 187 413 1505 358 815 222 795 58 166 335 60 293 49 244 213 71
is_linear=0
shrinkage=0.00151575


Tree=1921
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 43 4 4 0 42 0 2 39 15 52 4 49 16 4 12 50 43 16 15 14 2 157 1
split_gain=152.917 27.1714 12.9273 10.8045 9.72485 8.13883 6.73826 6.38113 5.40212 4.14085 3.92515 3.7485 3.73783 3.47672 3.45423 3.40342 3.3485 3.13773 2.67005 2.62576 2.41489 2.77946 2.24886 1.90188 1.69896 1.65555 1.55149 2.38322 1.49949 1.48978
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.13501500000000002 0.062655000000000016 -0.025214999999999998 0.033845000000000007 -0.16363499999999997 -0.11173999999999999 -0.076394999999999977 -0.07929499999999999 0.11682500000000001 0.095830000000000012 -0.098289999999999975 0.048770000000000008 0.27834500000000006 -0.054984999999999992 -0.44310499999999992 -0.49013999999999996 0.08401500000000002 0.083640000000000006 -0.018859999999999998 -0.039889999999999988 -0.052074999999999989 -0.41076499999999994 0.12198500000000001 -0.23976499999999998 0.13604000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 7 6 8 14 10 -9 15 -4 28 25 -3 -1 29 19 -2 -10 22 -22 23 -14 -17 -11 -5 -28 -12 -6
right_child=1 4 11 26 16 -7 -8 9 17 13 12 -13 20 -15 -16 24 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020132167809151398 0.0011786054092457361 0.00086110579687743928 0.0017944575630592836 0.0012818446798675111 0.00046433195679898364 0.0011939694179379093 0.0022253493340332396 0.0017155436269051685 0.0018944936013143238 0.0013960569931013537 0.0015434320664621383 0.0010830927948499807 0.0014354562003362102 0.00076627618511210054 0.00044139678870190797 0.0011306842863874492 0.00075330240464066155 0.001068016315145009 0.0017190711685807444 0.0015626539322715969 0.0013131249312755108 0.0017354248949170042 0.002380298844264266 0.0019471639220712627 0.0016321532248912639 0.00095969338966822647 0.0010506438292046459 0.00042238334681451501 0.0018977206287279814 1.3730366916489197e-05
leaf_weight=22 24 111 21 25 26 48 84 21 72 48 27 74 20 69 71 37 34 22 127 196 37 493 21 81 25 32 40 20 1150 43
leaf_count=22 24 111 21 25 26 48 84 21 72 48 27 74 20 69 71 37 34 22 127 196 37 493 21 81 25 32 40 20 1150 43
internal_value=0 0.00098545 0.0017777 0.00139461 0.000773226 0.00179956 0.00181227 0.000890745 0.00179652 0.00109777 0.00182517 0.00124034 0.00183959 0.0010107 0.000697373 0.00151107 0.000371605 0.00160752 0.00163317 0.0016518 0.00174933 0.00170594 0.00193783 0.00184584 0.00133289 0.00122151 0.000970818 0.000841224 0.00188959 0.000183522
internal_weight=0 691 2430 236 455 2335 2287 352 2203 170 1913 95 1829 149 182 84 103 290 151 268 652 530 122 101 62 80 85 60 1177 69
internal_count=3121 691 2430 236 455 2335 2287 352 2203 170 1913 95 1829 149 182 84 103 290 151 268 652 530 122 101 62 80 85 60 1177 69
is_linear=0
shrinkage=0.00148603


Tree=1922
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 15 2 2 11 1 0 13 150 1 15 4 4 3 4 1 150 15 132 1 4 1 15 1
split_gain=115.139 16.0155 12.8581 8.34044 7.05443 6.54091 6.08356 4.25245 4.16367 4.04717 3.89409 3.08569 2.91127 2.62902 2.74378 3.31978 2.43132 3.14196 4.12821 2.13543 1.95658 1.89454 1.86394 1.79369 1.62633 2.16925 1.55536 1.49088 1.45729 1.40272
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.11411 0.14285500000000004 0.14753000000000002 0.024640000000000006 -1.0000000180025095e-35 0.10803500000000001 1.0000000180025095e-35 0.09253500000000002 -0.036484999999999997 -0.077799999999999994 0.081835000000000019 0.08864000000000001 -0.12255999999999999 -0.27825499999999997 -0.14098499999999997 -0.14477499999999996 -0.04890499999999999 0.13436000000000001 -0.045534999999999992 -1.0000000180025095e-35 0.088890000000000011 0.15799000000000005 0.00063500000000000004 0.12958500000000003 0.091295000000000015 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 12 7 8 13 -3 27 28 -4 -2 23 16 -16 -15 29 -19 -6 -11 -22 -20 -1 25 -8 -24 -10 -9 -18
right_child=1 6 11 -5 19 -7 24 10 9 20 -12 -13 -14 14 15 -17 17 18 22 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019036914519221793 0.0018051749831891268 0.00063502322848215265 0.0016765471598500939 0.0011362066365346235 0.0012144401207277277 0.0011828350528182488 0.00051356661956237343 0.0019611606844355868 0.0018260581025880103 0.0014305085894734733 0.0023146778155174615 0.001083101049137989 0.0012040420091484847 0.0020042486750421755 0.0018234774948439664 0.0010820735479814465 0.0016477284584831167 0.00091588986151321778 0.0011942111233034167 0.00063767548276716499 0.00096704817301079544 0.00048125726872807415 0.0018189651802483899 0.0015387517777155895 0.00084014145279546863 -0.00012058238836371444 0.0015995917716576033 0.001200141717563752 0.0018361905213829094 0.0020344942289694341
leaf_weight=515 86 89 34 45 48 39 53 606 21 20 68 77 29 93 29 37 34 20 20 27 128 26 174 39 23 20 174 20 429 98
leaf_count=515 86 89 34 45 48 39 53 606 21 20 68 77 29 93 29 37 34 20 20 27 128 26 174 39 23 20 174 20 429 98
internal_value=0 0.00100606 0.00181091 0.00183595 0.00139828 0.00184921 0.000819757 0.00186034 0.000933461 0.001057 0.00193435 0.00126488 0.00165358 0.00179413 0.00172569 0.00140784 0.00175992 0.00171622 0.00164183 0.0010068 0.00094773 0.000885032 0.00168129 0.001878 0.000459694 0.000339827 0.00170928 0.00152073 0.00190936 0.00193487
internal_weight=0 590 2531 2420 190 2375 400 2336 304 215 1103 111 115 1233 679 66 613 520 388 75 174 154 368 554 96 73 348 41 1035 132
internal_count=3121 590 2531 2420 190 2375 400 2336 304 215 1103 111 115 1233 679 66 613 520 388 75 174 154 368 554 96 73 348 41 1035 132
is_linear=0
shrinkage=0.0016407


Tree=1923
num_leaves=31
num_cat=0
split_feature=4 3 9 44 39 2 2 13 3 13 13 12 4 4 3 16 48 4 42 0 14 16 15 1447 484 1212 2 42 1213 1213
split_gain=3.56193 1.13289 0.892475 0.682468 0.684329 0.819697 0.864912 0.667063 0.547194 0.74335 0.700344 0.666873 0.609783 0.546718 1.44154 1.95726 0.67891 0.816294 0.556605 0.774171 0.525213 1.32747 0.667054 0.5126 0.752415 0.528445 0.526134 0.672344 1.74034 0.578258
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.08568000000000002 -1.0000000180025095e-35 0.095040000000000013 -0.01163 0.31370500000000007 -0.47860499999999995 -0.15714499999999998 0.11472500000000001 0.53859500000000016 -0.081224999999999978 0.092670000000000016 -0.059624999999999991 0.092475000000000016 -0.51843499999999987 0.11457500000000002 -0.036484999999999997 -0.46413499999999996 -0.42170999999999997 -0.42198999999999992 -0.086059999999999984 0.085595000000000018 0.10654500000000001 0.084855000000000014 0.085730000000000015 -0.073474999999999985 -0.026524999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 13 -6 -7 -1 10 12 -2 20 -10 16 18 -16 17 -4 19 -15 -12 -22 -23 -19 25 26 27 29 -29 -25
right_child=8 -3 3 -5 5 6 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 23 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00097955784570108082 0.0015374315246514357 0.00035056719854400717 0.0022530883439848279 0.0019452534288477515 -0.00045739987411296836 0.0016797423270884168 0.0005632914370996122 -0.00048196898811625325 -0.00029824950272080644 -0.00092191645010076412 0.0010021896882844393 0.0015294300773638081 0.0012269650245405603 0.0011806863297251819 0.001161276521761654 -0.0011478758327174575 0.00040494376670032687 0.0021853667292278983 0.00074607743837499022 -2.8096416122410757e-05 0.00054754371911923719 -0.001473853929070193 -4.8617713462664923e-05 0.001899852295874514 0.00036320917028912273 0.00041383615100912757 0.0011874281720109831 0.00074914408417270557 0.0029072317303623944 0.0011464219291753121
leaf_weight=26 26 75 36 41 20 39 89 23 21 25 42 21 20 1478 32 26 32 24 136 21 143 21 33 57 35 25 359 23 40 132
leaf_count=26 26 75 36 41 20 39 89 23 21 25 42 21 20 1478 32 26 32 24 136 21 143 21 33 57 35 25 359 23 40 132
internal_value=0 0.00110841 0.0011295 0.00114499 0.00113239 0.00071956 0.00090346 0.000293535 0.000440781 -7.23008e-05 0.000559184 0.000461359 0.000445758 0.00115727 0.00109465 0.000126139 0.0012962 0.00133522 0.00112901 0.00116375 0.000367512 0.0002322 -0.000602876 0.00128767 0.00125556 0.00130467 0.00134112 0.00156007 0.00211936 0.00137365
internal_weight=0 2769 2694 2645 2604 148 128 49 352 66 286 260 41 2456 1693 58 763 731 1635 1499 239 197 54 695 671 636 611 252 63 189
internal_count=3121 2769 2694 2645 2604 148 128 49 352 66 286 260 41 2456 1693 58 763 731 1635 1499 239 197 54 695 671 636 611 252 63 189
is_linear=0
shrinkage=0.00625138


Tree=1924
num_leaves=31
num_cat=0
split_feature=1 2 16 52 2 129 1 483 4 15 11 16 14 97 455 14 11 1429 1 0 3 51 13 1446 1456 49 3 130 1 151
split_gain=2.93125 0.961164 0.772367 1.24721 0.766963 0.717009 0.484657 0.509096 0.54979 0.469266 0.49243 0.633381 0.467298 0.469625 0.462446 0.462688 0.963454 0.530973 0.449443 0.911192 0.972733 0.764954 0.810135 0.568361 0.611502 0.619498 0.906611 0.68316 0.496087 0.458113
threshold=0.12000500000000001 0.10252500000000002 0.40020000000000006 0.039215000000000007 0.13404500000000005 0.089245000000000005 0.16773500000000005 0.098395000000000024 -0.034939999999999992 -0.07490999999999999 0.090070000000000025 0.51222500000000004 0.076175000000000007 -0.083924999999999986 0.092320000000000013 -1.0000000180025095e-35 0.085155000000000022 -0.087914999999999979 0.080270000000000022 -0.13027499999999997 -0.0037349999999999996 0.11144500000000002 -0.0021749999999999994 0.095780000000000018 -0.081804999999999989 -0.086009999999999989 -0.12711499999999995 -0.016449999999999996 0.089875000000000024 -0.083274999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 -3 7 8 -2 -4 11 -11 13 -1 15 -15 17 -17 21 20 -20 -19 -23 24 -21 -26 -27 -28 -22 -29
right_child=6 2 9 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 19 23 28 22 -24 -25 25 26 27 29 -30 -31
leaf_value=0.00027740330144743056 0.0009709239729049176 0.00046685891354682787 0.0018927841409358797 0.0012020460929055041 4.1272603216285008e-05 -0.00068593395070101716 -0.00047989107489877867 0.0013513257035842317 0.0002485758607209875 -2.7168750700639528e-05 0.0015826415992476065 0.0010277430237680158 0.0014516845158390535 0.0017983755255936663 0.0019201819662599585 0.0017282771848474228 -0.00028860134067882183 0.0010890367778636687 -0.00086296224646690775 0.0018570122660454961 4.5019352031496588e-05 0.00092547255340060561 -0.00052338833477541644 0.0017475888911900486 0.0018930451625952724 -0.00040740046481659085 0.0017788542170603233 0.00015139419705941082 0.0012322964279086568 0.00086695888967524832
leaf_weight=32 45 269 23 143 24 21 23 20 246 27 36 86 86 26 20 36 21 1229 21 23 24 38 22 30 20 21 28 35 27 419
leaf_count=32 45 269 23 143 24 21 23 20 246 27 36 86 86 26 20 36 21 1229 21 23 24 38 22 30 20 21 28 35 27 419
internal_value=0 0.000957439 0.000750755 0.000621583 0.00103523 0.000383381 0.000361767 0.000424012 0.000360279 0.00109396 0.000970654 0.000775684 0.00101768 0.000999668 0.001011 0.001002 0.000991612 0.00100524 0.0009918 0.000862712 0.00022542 0.00105669 0.000394224 0.000942373 0.000898131 0.000855962 0.000814726 0.000867972 0.000673578 0.000811794
internal_weight=0 2787 629 457 167 290 334 311 291 172 149 113 2158 2072 2040 2020 1994 1973 1937 648 72 1289 60 576 546 523 503 482 51 454
internal_count=3121 2787 629 457 167 290 334 311 291 172 149 113 2158 2072 2040 2020 1994 1973 1937 648 72 1289 60 576 546 523 503 482 51 454
is_linear=0
shrinkage=0.00600863


Tree=1925
num_leaves=31
num_cat=0
split_feature=1 2 0 43 3 2 123 16 16 3 4 4 43 16 13 12 15 124 1424 33 10 43 43 4 39 150 454 1451 159 131
split_gain=2.37431 0.778543 0.638059 0.820892 0.643137 0.454191 0.452315 0.591543 1.31602 1.26461 0.624944 0.521317 0.465678 0.443654 0.414503 0.443407 0.408368 0.406843 0.40505 0.410459 0.939759 0.381251 0.470469 0.420406 0.37654 0.355017 0.350493 0.354262 0.378337 0.495825
threshold=0.12000500000000001 0.10252500000000002 -0.13843999999999998 -0.04890499999999999 0.11658 0.15609500000000001 0.12630500000000003 -0.39185999999999993 -0.15012499999999998 0.149315 -0.034939999999999992 0.056795000000000005 -0.05647499999999999 -0.032969999999999992 -0.092879999999999976 0.095565000000000011 -0.067579999999999987 -0.086289999999999992 1.0000000180025095e-35 0.083840000000000012 -1.0000000180025095e-35 -0.073404999999999984 -0.081944999999999976 -0.059649999999999988 0.086670000000000011 1.0000000180025095e-35 -0.082299999999999984 0.088880000000000015 0.20712000000000003 0.023795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 17 -5 14 7 -2 -9 10 -10 -12 -13 -11 -4 16 24 -3 19 20 25 22 -17 -23 -16 -1 -22 28 29 -28
right_child=6 2 5 4 -6 -7 -8 8 9 13 11 12 -14 -15 15 21 -18 -19 -20 -21 26 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00048144173529750007 7.670938958724075e-05 0.00038150798654940663 0.0002869781749405846 0.001114732876568494 0.00025143629985250856 -4.8804454424906913e-05 -0.00050862068415590759 0.0018680320343925022 0.0013980070292113653 -0.0010274613694651333 -0.00021918070019764327 0.00026191125040834096 0.0012405302627126354 0.00010299183487628198 0.00050583647280298639 0.00067146095363124995 0.0012772074897772255 -0.00060119078826677882 0.0016133409855673157 0.001452913303246862 0.0015774102295488105 0.00087699480972019625 0.0017117253076066308 0.00029577660948043106 0.0013911014049158793 -0.00051995319809082638 0.00079854152463534878 0.0015741266521883076 7.1992174104233781e-05 0.0010267864628224065
leaf_weight=24 136 21 49 45 65 22 20 21 29 20 25 31 29 23 57 37 97 34 21 33 20 63 21 98 20 20 1643 20 20 357
leaf_count=24 136 21 49 45 65 22 20 21 29 20 25 31 29 23 57 37 97 34 21 33 20 63 21 98 20 20 1643 20 20 357
internal_value=0 0.000796073 0.000624224 0.000327743 0.000604603 0.000729653 0.000300795 0.00035235 0.000562953 0.000388388 0.000694362 0.000454295 0.00073491 -0.0004228 0.0007684 0.000828425 0.00103761 -0.000225979 0.000846163 0.000838624 0.000828989 0.000662224 0.00104811 0.00052321 0.000735775 2.62622e-05 0.000846135 0.000838965 0.000831686 0.000839283
internal_weight=0 2787 629 165 110 464 334 314 178 157 114 85 60 43 442 393 174 55 2158 2137 2104 219 58 161 77 44 2060 2040 2020 2000
internal_count=3121 2787 629 165 110 464 334 314 178 157 114 85 60 43 442 393 174 55 2158 2137 2104 219 58 161 77 44 2060 2040 2020 2000
is_linear=0
shrinkage=0.00555105


Tree=1926
num_leaves=31
num_cat=0
split_feature=1 399 4 3 0 2 12 16 2 15 15 133 15 51 0 155 475 475 475 16 482 1209 133 16 16 13 16 52 42 42
split_gain=1.93716 1.23703 1.06158 0.914937 0.674764 1.29437 0.693832 0.726888 0.548679 1.10983 0.640977 0.554157 0.555783 0.531432 0.503071 0.504769 0.443852 0.669671 0.517035 0.650849 0.528166 0.495711 0.608933 0.464056 0.508336 0.463236 0.426594 0.571606 0.639904 0.825181
threshold=0.096325000000000008 1.0000000180025095e-35 -0.17966999999999997 -0.053259999999999995 1.0000000180025095e-35 -0.13033999999999998 -0.12529499999999996 -0.29154999999999992 0.13712500000000002 -0.079929999999999987 0.013270000000000002 0.089200000000000015 -0.016799999999999995 0.10411500000000001 0.18019500000000002 0.12016500000000001 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 -0.010264999999999998 0.11816500000000001 0.082105000000000011 0.41307000000000005 -0.062804999999999986 -0.088704999999999992 -0.049279999999999997 0.013515000000000001 -0.53447999999999996 0.087885000000000019 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 13 6 -6 7 -5 10 -10 11 12 -8 -4 15 16 17 -1 19 -18 21 26 23 24 -23 -26 -20 -28 29 -29
right_child=1 -3 3 4 5 -7 8 -9 9 -11 -12 -13 -14 -15 -16 -17 18 -19 20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0010891877357543846 0.0012212591924661449 -0.0010075174895806437 0.00071843470098466571 0.00037968529235437551 0.00074329533377345315 -0.0017591969637016961 0.00060017403911982227 0.0021912901899609097 0.00025393156852835752 -0.0015826014390432222 0.0015903549298574549 -0.00051938189203303681 -0.00051023699066138079 0.0016485466058398671 -1.5247478374729657e-05 -0.00014359491218562709 0.0026409040846425108 -0.00034149729541339005 0.00098314432411830471 0.0011036320988834101 0.0019569313774447129 0.0021709893283298424 0.00019334256282727363 0.0024715492677054459 0.00037920605360605784 0.0013947064986962563 0.0013492212653328178 0.00052304123221685634 0.00095014112763839524 -0.00078760159753004408
leaf_weight=34 122 24 234 23 20 21 210 21 73 21 23 31 25 35 26 20 21 31 1510 39 27 28 21 20 31 79 58 133 131 29
leaf_count=34 122 24 234 23 20 21 210 21 73 21 23 31 25 35 26 20 21 31 1510 39 27 28 21 20 31 79 58 133 131 29
internal_value=0 0.000568923 0.000612968 0.000512274 0.000324216 -0.000538469 0.00040705 0.00124431 0.000310862 -0.000156358 0.00046283 0.000365338 0.000482045 0.000839453 0.000958323 0.000969766 0.000979925 0.000406861 0.000997437 0.00164168 0.000978737 0.00096579 0.00131964 0.00146934 0.00132409 0.00110852 0.000931755 0.000710676 0.000584275 0.00028842
internal_weight=0 883 859 737 468 41 427 44 383 94 289 266 235 269 2238 2212 2192 65 2127 60 2067 2040 179 158 138 110 1861 351 293 162
internal_count=3121 883 859 737 468 41 427 44 383 94 289 266 235 269 2238 2212 2192 65 2127 60 2067 2040 179 158 138 110 1861 351 293 162
is_linear=0
shrinkage=0.00704007


Tree=1927
num_leaves=31
num_cat=0
split_feature=4 2 3 16 12 4 157 52 51 133 3 2 3 50 40 40 401 4 149 0 4 0 13 52 13 4 12 133 13 483
split_gain=1.60479 0.618412 0.49384 0.490365 0.669351 0.568297 0.810844 0.611049 0.556914 0.656164 0.499112 0.483809 0.480427 0.488246 0.542247 0.5093 0.459694 0.444732 0.433742 0.424922 0.750791 1.05573 0.440889 0.978487 1.4286 0.617585 0.530835 0.632059 0.472276 0.45513
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.14771999999999999 0.080890000000000017 0.024790000000000003 -0.029304999999999998 0.12603000000000003 0.096070000000000016 -0.071719999999999992 0.0051600000000000005 0.25063000000000007 0.12745000000000004 -0.23848499999999997 -0.08440499999999998 1.0000000180025095e-35 0.083100000000000021 0.042705000000000007 0.079625000000000015 -0.11173999999999999 -0.040589999999999994 -0.14832499999999996 0.0061450000000000003 0.10347000000000002 0.090705000000000008 -0.50427999999999995 0.110195 -0.0061299999999999992 0.090705000000000008 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 -7 10 9 -6 -8 -2 13 -5 -15 16 18 -11 19 20 -16 -22 29 25 -25 -24 27 -27 -29 -21
right_child=11 -3 -4 5 8 6 7 -9 -10 17 -12 -13 -14 14 15 -17 -18 -19 -20 22 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0016318821776117349 0.00035908754993782012 -0.00011919536815830217 0.00019481875177619149 0.0016208628538528999 0.001646857163179697 -0.00061738284827422417 0.00056552309511470665 -0.00047697535419150027 0.0016385312925547809 -0.00040248010435505371 0.0015808744816653555 -0.00055713116907559921 0.0015623739672759012 0.00013512814960464739 0.001017673341331923 -0.00023418146251732625 0.0010403039267940478 0.00064242322186767033 0.0015890471170456606 0.0013059467942188032 0.00048277879646571196 -0.0010462512388761263 0.0015937617752252028 -0.001569333947694676 0.00067223812398861616 -0.00038652049239047329 0.0014105477681754161 3.7228124811448371e-05 0.00086835183092557201 0.00077044448188151951
leaf_weight=56 366 33 63 25 21 25 191 20 27 20 21 24 29 56 47 20 217 78 23 65 60 25 26 20 25 30 25 38 90 1355
leaf_count=56 366 33 63 25 21 25 191 20 27 20 21 24 29 56 47 20 217 78 23 65 60 25 26 20 25 30 25 38 90 1355
internal_value=0 0.000731391 0.000741794 0.000754872 0.00105084 0.000730299 0.000452293 0.000567559 0.000827971 0.000644062 0.0006661 0.000302705 0.000763134 0.000752338 0.000742106 0.000758558 0.000768263 0.000429178 0.000735987 0.000725123 0.000383645 3.30641e-05 0.000752049 0.000512171 -0.000324016 0.000692212 0.000564122 0.000430194 0.000621612 0.000794957
internal_weight=0 2731 2698 2635 202 2433 257 232 146 119 212 390 2176 2147 2122 2066 2046 98 1829 1806 132 85 1674 254 45 209 183 158 128 1420
internal_count=3121 2731 2698 2635 202 2433 257 232 146 119 212 390 2176 2147 2122 2066 2046 98 1829 1806 132 85 1674 254 45 209 183 158 128 1420
is_linear=0
shrinkage=0.00625138


Tree=1928
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 2 1 11 11 0 52 132 1 4 3 1 0 12 11 475 1 475 12 1
split_gain=167.987 21.5217 17.6801 12.0597 10.1275 8.24398 7.32665 4.92132 5.09662 4.87437 4.65532 3.33884 3.33758 2.78831 2.52741 2.69613 3.67637 2.30875 2.70134 2.29062 2.03789 2.03265 2.00505 1.92937 1.90811 1.80688 1.72995 1.66916 1.47034 1.3961
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10803500000000001 0.14285500000000004 0.09253500000000002 0.11704500000000001 0.090540000000000023 1.0000000180025095e-35 1.0000000180025095e-35 -0.14001499999999997 0.039215000000000007 0.088890000000000011 0.15799000000000005 -0.04890499999999999 -0.11171999999999999 0.12958500000000003 -0.066089999999999996 0.095780000000000018 0.082485000000000017 -0.088274999999999978 0.13436000000000001 -0.10344499999999998 0.093965000000000007 0.097525000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 11 7 12 -3 21 14 -4 28 13 25 15 16 -8 18 -7 -10 -17 -9 -14 -22 -16 27 -21 -1 -2 -26
right_child=1 5 10 -5 -6 17 9 8 19 -11 -12 -13 22 -15 24 20 -18 -19 -20 26 23 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0019014654966354851 0.0020088544482855294 0.00061816079262476582 0.001681263692045142 0.0011030901407729299 0.00095416048015380518 0.0004679530792534725 0.0010355102755396466 0.0017581445069521906 0.0013508926254320788 0.0012472655309570177 0.0010591374515536679 0.0010955535328794016 0.0017859239208014249 0.0022032746243524836 0.0023288082192581923 0.0014562556090918345 0.0018409956279991601 0.00081125266940255459 -0.00013603052997524016 0.00091404712385393522 0.0018386970896168611 0.0011343726084225637 0.0013349946673863514 0.0016826475873114243 0.0015632699047298331 0.0019180099175269451 0.00051784916878411507 0.001343148012242745 0.0016181158587388169 0.001982900444361117
leaf_weight=21 26 89 34 45 75 53 25 21 20 39 77 20 244 66 22 44 20 23 20 128 343 20 21 284 22 1150 26 21 69 53
leaf_count=21 26 89 34 45 75 53 25 21 20 39 77 20 244 66 22 44 20 23 20 128 343 20 21 284 22 1150 26 21 69 53
internal_value=0 0.000966437 0.00179617 0.00182124 0.00135449 0.000782111 0.00183484 0.000895081 0.00100971 0.00173086 0.0012497 0.00161558 0.00189302 0.0019231 0.00175406 0.00172532 0.0013935 0.000424372 0.000302478 0.000905057 0.00174757 0.00145387 0.00175019 0.00176801 0.00196618 0.00190759 0.000847157 0.00162231 0.00172505 0.00185981
internal_weight=0 590 2531 2420 190 400 2375 304 215 852 111 115 1523 1258 813 716 45 96 73 174 671 41 265 627 97 1192 154 42 95 75
internal_count=3121 590 2531 2420 190 400 2375 304 215 852 111 115 1523 1258 813 716 45 96 73 174 671 41 265 627 97 1192 154 42 95 75
is_linear=0
shrinkage=0.00140032


Tree=1929
num_leaves=31
num_cat=0
split_feature=1 124 33 1 1213 1375 51 0 16 51 0 15 48 2 1212 1212 12 1211 1185 52 12 158 1 49 480 157 51 399 133 49
split_gain=1.84431 0.605105 0.538665 0.450352 0.690006 0.609262 0.600148 0.506989 0.700345 0.476834 0.683807 1.39713 0.665451 0.762625 0.469716 0.586284 0.473206 0.577085 0.509969 0.46848 0.827674 0.664959 0.462483 0.434547 0.434183 0.570438 0.42307 0.417354 0.507092 0.544646
threshold=0.12000500000000001 -0.027784999999999997 0.082285000000000011 0.086920000000000011 0.0036000000000000003 -0.097394999999999982 -0.16666999999999996 -0.14116499999999996 -1.0000000180025095e-35 0.10614000000000001 -0.13843999999999998 -0.18895499999999996 0.084670000000000009 0.11474000000000002 0.11796000000000001 0.10909000000000001 0.087695000000000009 0.087635000000000005 0.086265000000000022 0.11808500000000001 0.084100000000000022 0.089460000000000012 0.077845000000000011 -0.014169999999999999 0.11747 -0.21914999999999998 -0.089864999999999987 0.088015000000000024 1.0000000180025095e-35 0.12333000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 8 26 10 11 -8 13 23 15 16 17 19 22 21 -21 -9 24 -12 25 -18 -3 28 -27 -30
right_child=-2 2 -4 4 -6 6 9 14 -10 -11 12 -13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00045555267460811966 0.00030589244482019705 0.00023136071809377819 0.0018869258945453061 -0.00028264608791089612 -0.00015789295860213105 0.0014716429085796139 0.001539631540776832 0.00095009746161440296 0.0024276650660703309 0.0013097996830199437 7.0766311702987348e-05 -7.8680069127304926e-05 0.0015349464621845946 -0.00036014173928016694 0.0015143933830619317 -0.00027369444578090465 -0.0001955703995523404 0.0020262751371667546 0.0016273562775560397 -0.00070433491872265561 0.00094852795572775909 0.0017534016021683988 -0.00019521934187037758 0.00085292680182346347 0.0017240888893712549 0.00051223297851167159 0.0013237032588757449 0.0012856433308186381 0.00095717878664328018 0.00013160644683984631
leaf_weight=180 334 20 22 24 38 53 30 609 21 59 34 108 49 27 49 20 28 23 29 20 40 49 23 388 20 293 71 63 358 39
leaf_count=180 334 20 22 24 38 53 30 609 21 59 34 108 49 27 49 20 28 23 29 20 40 49 23 388 20 293 71 63 358 39
internal_value=0 0.000827565 0.000853251 0.000844454 0.000714832 0.000757789 0.000791172 0.000903605 0.00133563 0.00073928 0.000686355 0.000273127 0.000800864 0.000720752 0.000874509 0.000855082 0.000869245 0.000991882 0.00076271 0.000958747 0.000397574 0.00100992 0.000732279 0.000789909 0.000758912 0.000734195 0.00108363 0.000768768 0.000721575 0.000876077
internal_weight=0 2787 2607 2585 810 772 748 1775 112 695 636 138 498 449 1663 1614 1594 741 853 718 60 658 824 422 801 781 91 753 690 397
internal_count=3121 2787 2607 2585 810 772 748 1775 112 695 636 138 498 449 1663 1614 1594 741 853 718 60 658 824 422 801 781 91 753 690 397
is_linear=0
shrinkage=0.00663402


Tree=1930
num_leaves=31
num_cat=0
split_feature=1 48 149 149 4 1 16 52 1375 150 1212 132 12 1446 43 14 1428 4 12 0 43 51 15 4 151 484 42 160 403 475
split_gain=1.49389 0.494555 0.567836 0.931921 0.493144 0.81619 0.479093 0.729233 0.602714 0.597282 0.562501 0.588466 0.605633 0.559849 0.613822 0.742141 0.49212 0.483915 0.579506 0.458669 0.453949 0.442148 0.408073 0.543403 0.758286 0.535651 0.920591 0.564424 0.478605 0.419405
threshold=0.12000500000000001 -0.22597999999999999 0.08618000000000002 0.07770500000000001 0.36766000000000004 0.10374500000000002 -0.011734999999999997 -0.14765999999999999 -0.16449999999999998 -0.09547499999999999 0.089995000000000019 0.10613500000000002 -0.093619999999999995 0.093870000000000009 -0.52440999999999993 0.023790000000000002 -0.042789999999999995 -0.42529999999999996 0.098810000000000023 -0.046359999999999991 -0.088704999999999992 -0.047599999999999996 -0.11713499999999999 -0.008819999999999998 -0.085134999999999975 -0.070054999999999992 0.089015000000000025 0.050340000000000003 -0.0038999999999999994 -0.081774999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -8 -9 11 12 -10 14 -14 16 -16 18 21 -19 -21 -18 -11 24 -24 26 -26 -27 -25 -30
right_child=-2 2 -4 -5 5 -7 8 9 10 22 -12 -13 13 -15 15 -17 17 19 -20 20 -22 -23 23 28 25 27 -28 -29 29 -31
leaf_value=0.0017842611819775295 0.00027530319296989979 0.0018538193773587183 -5.7532545473540683e-05 0.0021754254923085398 -0.00089182520864389107 0.00056308104634346596 -0.00044272106008213537 -0.00032944163739401304 -0.00034233542087975583 0.0011816050565869362 -0.00043302319182160351 -0.00025594302525739493 0.0019261834381835781 -0.00019258622538102985 -0.00019698673100926182 -0.00048121319652968475 0.00096623995253950921 0.00078490540566931956 0.00019380532845100033 0.00095386965795314258 -0.0002614891984678634 0.0017408867945858191 0.0020174982966068857 1.5740049980356359e-05 -0.00074381571588611037 0.00085290654002357226 0.0011833339774325845 0.0018264091720459671 -0.00010140356126305976 0.00074319530060827719
leaf_weight=20 334 30 39 20 20 112 22 20 23 129 20 28 20 27 22 21 72 583 24 21 38 59 25 55 24 897 20 27 28 341
leaf_count=20 334 30 39 20 20 112 22 20 23 129 20 28 20 27 22 21 72 583 24 21 38 59 25 55 24 897 20 27 28 341
internal_value=0 0.000744809 0.000737295 0.000748658 0.000738121 0.000342641 0.000758386 0.00082928 0.00064293 0.000809653 0.000667862 0.000691335 0.000720482 0.000748041 0.000777572 0.000750224 0.000781799 0.000808817 0.0011415 0.000728496 0.000171096 0.00131513 0.000824389 0.000791869 0.00087676 0.000847299 0.000132161 0.000881353 0.000593057 0.000679106
internal_weight=0 2787 2767 2728 2708 132 2576 1596 980 1566 958 938 910 887 860 840 819 797 155 642 59 131 1546 1417 993 968 44 924 424 369
internal_count=3121 2787 2767 2728 2708 132 2576 1596 980 1566 958 938 910 887 860 840 819 797 155 642 59 131 1546 1417 993 968 44 924 424 369
is_linear=0
shrinkage=0.00663402


Tree=1931
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 1 47 0 150 2 2 47 4 1 1 47 12 51 0 4 12 1 4 49 3
split_gain=273.254 45.6848 26.4417 21.833 21.2295 13.8281 8.27241 8.09836 6.9569 5.69882 4.60877 4.48691 4.34469 3.43531 2.60946 2.60179 2.2488 2.97826 2.49787 1.83292 1.78749 1.77026 1.72044 1.64526 2.00193 1.60599 1.55287 1.52953 1.41634 1.36356
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.089625000000000024 0.13011000000000003 -0.095504999999999993 1.0000000180025095e-35 0.17025000000000004 0.092365000000000017 0.10019500000000002 0.41555500000000006 0.11669000000000002 0.076935000000000017 0.08265500000000002 0.11734000000000001 -0.085989999999999997 0.14486500000000005 0.053180000000000012 0.085885000000000017 0.11588000000000001 -0.036839999999999991 -0.054319999999999993 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 16 7 26 10 13 -5 15 14 20 21 -4 29 18 -18 22 -17 -12 23 -3 24 -7 -14 -6 -2 -11 -1
right_child=1 2 11 9 6 8 -8 -9 -10 28 12 -13 25 -15 -16 19 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025073016659293004 0.0025540969285137993 0.00068405831789903086 0.00057860267504740177 0.0021416866318280364 0.0023611122094098925 0.0023867864825559844 0.001212893407869794 0.0029530477269262187 0.0014837425033203094 0.0015545026632456213 0.0016003259486661332 0.0012499422121179727 0.001933552473272786 0.001641401267789742 0.00012849154730127095 0.0022921766631401712 0.001666861887057545 0.00088231179040738981 0.00078213331037813613 0.0027969706152625095 0.0021681342824395179 0.0018965195458003235 0.001179993472306588 0.0018243310255729745 0.0021117109854319805 0.0023779478288977703 0.001920277852073497 0.0020600906348070577 0.0010715945920751926 0.0022088905567916452
leaf_weight=1176 50 21 109 34 39 217 37 79 39 33 32 20 23 27 48 268 31 21 98 20 26 36 131 20 100 247 44 24 30 41
leaf_count=1176 50 21 109 34 39 217 37 79 39 33 32 20 23 27 48 268 31 21 98 20 26 36 131 20 100 247 44 24 30 41
internal_value=0 0.00120153 0.00105423 0.00235883 0.0012731 0.00238968 0.00184544 0.00244879 0.00213223 0.00161097 0.00242706 0.000532396 0.00225429 0.00219546 0.000440989 0.00246471 0.00104568 0.00135002 0.000982374 0.00232723 0.00185486 0.00223556 0.00111148 0.00227178 0.00230001 0.00234009 0.00212742 0.00239388 0.00132455 0.00249725
internal_weight=0 673 599 2448 422 2351 120 1912 439 97 1833 177 328 400 157 1505 302 52 250 288 58 373 152 337 317 270 83 74 63 1217
internal_count=3121 673 599 2448 422 2351 120 1912 439 97 1833 177 328 400 157 1505 302 52 250 288 58 373 152 337 317 270 83 74 63 1217
is_linear=0
shrinkage=0.00160853


Tree=1932
num_leaves=31
num_cat=0
split_feature=1 399 3 0 4 12 1 16 12 12 132 43 39 4 15 48 159 147 0 155 11 10 16 43 1212 403 52 131 157 157
split_gain=1.86978 0.985207 0.970919 0.91136 0.61511 0.610613 0.601603 0.592156 0.561105 1.0544 0.559366 0.552351 0.501417 0.516355 0.602347 0.497842 0.464626 0.483491 0.443656 0.404003 0.396323 0.535665 0.431036 0.479828 0.650903 0.698164 0.702757 0.532578 0.524961 0.812869
threshold=0.096325000000000008 1.0000000180025095e-35 -0.07793499999999999 0.10455500000000001 -0.17966999999999997 -0.12529499999999996 0.13657000000000002 -0.29154999999999992 0.10589000000000003 0.11903500000000002 0.081465000000000024 -0.11720999999999999 0.10226500000000001 0.42642000000000008 -0.21699999999999997 -0.08595499999999999 0.10395500000000001 1.0000000180025095e-35 0.18019500000000002 0.12016500000000001 0.080455000000000013 -0.0026549999999999994 -0.54656499999999986 -0.0019149999999999998 -0.030914999999999995 0.50599500000000008 0.084240000000000023 0.023795 -0.084489999999999996 -0.080299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 8 4 -4 7 11 -6 10 -10 -2 -7 13 14 -13 -16 17 -17 19 20 21 -1 -23 24 25 26 -24 28 -25 -30
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 22 23 27 -26 -27 -28 -29 29 -31
leaf_value=-6.6484356968116832e-05 0.0011404210173266687 -0.00074076066753753114 0.0010573570461458381 -0.00086125454419531901 0.00030834197637630235 0.0013426381918328469 -0.00012894900292207374 0.001591686908633905 -0.00030510155116855113 0.0013559808691795865 0.00022782110218972338 -0.00070591430346871585 -0.00048089828124098639 0.00093476203567685883 0.0012632246821219389 0.00033240438033429451 0.0011583384258264046 -0.00046120861913186687 6.1773133578633707e-06 -5.4448633748271639e-05 0.0013167006856098261 0.0015701365451459373 0.002415568250190249 0.001455330281935914 0.00081716837213920189 0.00047629127058470264 0.0011844380767232954 0.0015933723179932238 -0.00060767492675152708 0.00062512040950964739
leaf_weight=26 148 24 49 21 25 21 99 27 37 22 29 20 25 55 21 207 21 32 26 20 53 26 26 26 1361 26 47 21 20 560
leaf_count=26 148 24 49 21 25 21 99 27 37 22 29 20 25 55 21 207 21 32 26 20 53 26 26 26 1361 26 47 21 20 560
internal_value=0 0.000459982 0.00049353 0.000369199 0.000412121 0.000354949 0.000290624 0.000974694 0.000821746 0.000314285 0.000990899 0.000393951 0.000341661 0.000399426 0.000301607 0.000373316 0.000301439 0.000226147 0.000786501 0.000795672 0.000803429 0.000790711 0.000801259 0.00079168 0.000851386 0.00132179 0.00162292 0.000652653 0.000620054 0.00058261
internal_weight=0 883 859 623 602 553 501 52 236 59 177 402 381 356 301 281 260 239 2238 2212 2192 2139 2113 2087 1460 99 73 627 606 580
internal_count=3121 883 859 623 602 553 501 52 236 59 177 402 381 356 301 281 260 239 2238 2212 2192 2139 2113 2087 1460 99 73 627 606 580
is_linear=0
shrinkage=0.00600863


Tree=1933
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 4 0 15 47 150 1 4 0 15 3 3 13 130 160 16 15 1 0 1 16
split_gain=214.318 38.1086 23.2584 18.3956 17.0169 10.1538 7.82602 7.19019 5.30939 4.59065 3.97391 4.23241 4.39063 3.49588 3.00991 2.59229 2.3703 3.25074 2.34883 2.48363 2.00491 1.94115 2.97628 3.63802 2.74158 1.90725 1.74139 1.73786 1.5607 1.4913
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.14960000000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.13011000000000003 1.0000000180025095e-35 0.083345000000000016 -0.55119499999999988 -0.079119999999999982 -0.41396999999999995 0.31534000000000006 -0.12711499999999995 -0.0044799999999999987 -0.054924999999999995 -1.0000000180025095e-35 -0.016164999999999995 -0.094549999999999981 0.076935000000000017 -0.030209999999999997 0.11588000000000001 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 10 28 14 -5 11 12 -1 18 26 -12 -13 -18 -4 -20 -19 -3 -23 -24 -25 -17 27 -7 -6 -14
right_child=1 2 13 9 7 8 -8 -9 -10 -11 15 16 29 -15 -16 25 17 20 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020160541562188983 0.0018136087815292066 0.00065131777096511954 0.00040577800722525845 0.0015748857576165774 0.0018050885492846855 0.001652084968814535 0.0022581144749320436 0.00087216642051892151 0.00097665267078695652 0.00093641625759695107 0.0017177269572498024 0.0022896384517312254 0.0011005412871542683 0.00087376479533234346 0.001177059089439362 0.0015553762375536452 0.0018741108370642163 0.0014080652350083409 0.00027656052942664556 -0.00026185281589874009 0.0017587921171951133 0.00039767467390446624 0.0014184605763842592 0.0009749304580138039 0.00037500099746318996 0.00099711183712059871 0.0018431892355974242 0.0013320205761684519 0.0014203482589685609 0.0015851331144173517
leaf_weight=23 74 173 87 34 39 267 79 39 26 63 108 23 33 20 27 30 1173 35 42 28 368 21 27 59 20 20 81 38 44 20
leaf_count=23 74 173 87 34 39 267 79 39 26 63 108 23 33 20 27 30 1173 35 42 28 368 21 27 59 20 20 81 38 44 20
internal_value=0 0.000865565 0.000748445 0.00175782 0.000927149 0.00178248 0.00182657 0.0013681 0.00159042 0.00116021 0.00180798 0.001828 0.00150513 0.000322382 0.00162906 0.00159568 0.00184335 0.00183683 0.000252142 6.11952e-05 0.00172833 0.000747828 0.000879295 0.000974711 0.00082305 0.00133207 0.00166068 0.00161221 0.00160113 0.00128341
internal_weight=0 673 599 2448 422 2351 1912 122 439 97 1833 1675 76 177 413 158 1599 1576 157 70 403 300 127 106 79 50 386 305 83 53
internal_count=3121 673 599 2448 422 2351 1912 122 439 97 1833 1675 76 177 413 158 1599 1576 157 70 403 300 127 106 79 50 386 305 83 53
is_linear=0
shrinkage=0.00140032


Tree=1934
num_leaves=31
num_cat=0
split_feature=1 11 402 123 148 51 0 160 3 43 131 149 10 12 51 155 160 4 13 48 15 13 151 4 482 15 1455 1453 52 3
split_gain=2.12095 0.89854 0.673217 0.705847 0.747068 0.582615 0.550954 0.527449 0.556154 0.54694 0.620894 0.541065 0.490933 0.404581 0.399535 0.36376 0.395471 0.592219 0.411605 0.36355 0.347329 0.319198 0.450565 0.379325 0.716726 0.468101 0.316102 0.483838 0.32692 0.368628
threshold=0.10337500000000001 -1.0000000180025095e-35 0.10052500000000002 0.12630500000000003 -0.095079999999999984 0.14431500000000003 0.22582000000000002 -0.24498999999999996 -0.24190499999999995 -0.24021999999999996 0.096070000000000016 0.077335000000000015 -0.086389999999999981 -0.12529499999999996 0.10532000000000001 0.083440000000000014 0.069910000000000014 -0.034939999999999992 1.0000000180025095e-35 0.085700000000000012 -0.0088349999999999974 -1.0000000180025095e-35 -0.030624999999999996 0.27834500000000006 0.085675000000000015 -0.42198999999999992 -0.23681499999999997 -0.13306499999999996 -0.56022499999999986 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 7 12 -6 -9 -10 11 13 -1 -11 15 16 17 -15 20 -18 21 23 -23 -19 25 -25 -14 -28 -29 -30
right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12 -13 26 14 -16 -17 19 18 -20 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00011227474542799623 -0.00081128475661541237 -0.00053964804913600103 -0.00057910033925583277 -0.00054534707215185324 0.0014800884937554411 0.0013766749433705467 -0.0001523692160226727 0.001280712127643268 0.0013727031435990923 0.0010914312716027792 0.0010426960773596622 0.0010543518641654541 0.0013560889631821598 0.0011782019369480298 0.00084226693542816661 0.0006841394699285653 -0.00097646252713523302 0.00055176804663356247 -0.00046717798312135395 0.00010608972237745549 -0.00038893752214654736 0.00010022738484075335 0.001321351578852413 -0.0010104463349157376 0.00083036341509548466 2.0187109043456148e-05 -0.00010667285581426505 0.0013226263437472244 0.00083848591563054472 0.00047386731757107615
leaf_weight=20 20 22 21 22 21 32 21 32 23 22 53 37 41 21 38 48 21 61 36 24 29 20 24 26 24 41 20 48 2148 105
leaf_count=20 20 22 21 22 21 32 21 32 23 22 53 37 41 21 38 48 21 61 36 24 29 20 24 26 24 41 20 48 2148 105
internal_value=0 0.000444441 0.000480422 0.000513287 0.000548844 0.000586675 0.000816617 0.000544612 0.000510741 0.000465779 0.000426048 0.000356805 0.00082516 0.000297474 0.000255181 0.000195689 0.00012399 0.000207462 0.000129356 -0.000399101 0.000224802 0.00031561 0.000766295 0.000185149 -6.06067e-05 -0.00037976 0.000833097 0.000823859 0.000831947 0.000821493
internal_weight=0 718 698 677 655 633 2403 601 580 548 525 472 2382 435 413 375 327 282 261 45 225 196 44 152 91 67 2362 2321 2301 2253
internal_count=3121 718 698 677 655 633 2403 601 580 548 525 472 2382 435 413 375 327 282 261 45 225 196 44 152 91 67 2362 2321 2301 2253
is_linear=0
shrinkage=0.00600863


Tree=1935
num_leaves=31
num_cat=0
split_feature=3 96 2 121 15 393 3 483 1427 4 1 12 157 50 15 0 4 16 160 13 0 4 3 12 3 48 1453 149 12 1
split_gain=1.84407 1.17039 0.884162 0.581147 0.50786 0.521944 0.519632 0.498471 0.441235 0.770779 0.492485 0.780536 0.733596 0.689058 0.569646 0.531834 0.930584 0.915342 0.721416 0.524707 0.50497 1.03725 1.11186 0.573733 0.502253 0.892047 0.479342 0.448621 0.439843 0.426271
threshold=0.31299000000000005 0.087655000000000025 0.13404500000000005 -0.080284999999999981 0.083195000000000005 0.092975000000000016 -0.15447499999999995 0.11194500000000002 0.083935000000000023 -0.021294999999999998 0.088485000000000022 0.091625000000000012 -0.08107499999999998 0.094920000000000018 -0.11033999999999998 -0.11991499999999998 0.42642000000000008 -0.0092699999999999987 0.092070000000000013 -0.14819499999999997 -0.082284999999999983 -0.017809999999999996 -0.086049999999999988 0.085055000000000006 0.099930000000000005 0.085485000000000019 -1.0000000180025095e-35 0.077335000000000015 -0.42850999999999995 0.14173500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 8 10 -10 11 19 -13 14 -14 16 17 18 24 -5 21 22 23 -21 25 -12 -23 -17 -2 -30
right_child=28 -3 -4 4 6 -7 -8 -9 9 -11 15 12 13 -15 -16 27 -18 -19 -20 20 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018866378971888395 0.00055677617328387568 -0.00068420528954210428 0.00032361398703265379 0.0019715732247866991 0.0018162482143677904 -0.0002779361614261396 0.00089782369434965336 0.001381954426977846 0.0020743222305480828 0.00068017437538142318 -0.0012764925732354823 -0.00069659793531450691 0.0012772377497145991 0.0014722670426498428 0.00029618849390708045 0.00063504031424382347 0.0015173746323884354 -0.00093836868394024664 0.0013977636104057266 0.0015963739630189939 0.0012195357749321355 0.001698763732309317 -0.0008285373864235846 9.2594871918631982e-05 0.00065112970660922075 0.00029981646600605807 0.00084984603394146305 0.0015709141684344312 -3.5213568130952734e-05 -0.001086892799818887
leaf_weight=23 35 25 178 21 29 23 1032 55 30 46 25 22 32 35 177 379 24 32 24 21 158 33 35 26 48 48 395 25 60 25
leaf_count=23 35 25 178 21 29 23 1032 55 30 46 25 22 32 35 177 379 24 32 24 21 158 33 35 26 48 48 395 25 60 25
internal_value=0 0.000773789 0.000786037 0.000815455 0.000806577 0.000734554 0.000922927 0.000748326 0.000727024 0.0012305 0.000702496 0.00079819 0.000486846 0.00059355 0.000446397 0.000551441 0.000267008 9.74668e-05 0.000326065 0.00091839 0.000885281 0.000781727 8.45428e-05 0.000764496 0.000113497 -0.000240015 0.0009153 0.000692953 -8.16497e-05 -0.000344531
internal_weight=0 3001 2976 2798 2775 1714 1061 1691 1636 76 1560 955 266 244 209 605 201 177 145 689 668 510 82 47 121 73 428 404 120 85
internal_count=3121 3001 2976 2798 2775 1714 1061 1691 1636 76 1560 955 266 244 209 605 201 177 145 689 668 510 82 47 121 73 428 404 120 85
is_linear=0
shrinkage=0.0067667


Tree=1936
num_leaves=31
num_cat=0
split_feature=3 96 2 121 48 124 47 2 2 151 40 1420 1184 0 0 16 152 12 2 52 47 455 457 1 52 133 133 1212 1212 403
split_gain=1.4937 0.948018 0.716171 0.470729 0.450732 0.451413 0.443567 0.782572 0.514351 0.539302 0.428622 0.417389 0.401578 0.368563 0.465916 0.515698 0.356991 0.356273 0.383474 0.351787 0.405045 0.334547 0.393386 0.30805 0.441455 0.307012 0.476888 0.484631 0.435788 0.465517
threshold=0.31299000000000005 0.087655000000000025 0.13404500000000005 -0.080284999999999981 -0.22597999999999999 -0.077084999999999987 0.11227500000000001 0.12844500000000003 0.12043500000000001 -0.37203999999999993 -0.085774999999999976 -0.086449999999999985 0.084515000000000021 -0.079119999999999982 -0.062294999999999996 0.15273500000000004 0.093230000000000021 -0.42850999999999995 0.15950500000000004 -0.069804999999999992 0.12033500000000001 0.092320000000000013 0.26807500000000006 0.13756000000000004 0.029970000000000007 0.55672500000000014 0.5136750000000001 0.11930500000000001 0.11137000000000001 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 10 7 8 9 -7 -6 -11 16 -4 -15 23 21 -2 -19 20 -8 22 25 24 -16 26 27 28 29 -13
right_child=17 -3 13 4 5 6 19 -9 -10 11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014207887609071386 0.00041929685481428695 -0.00051526115534063861 -0.00022725847531296321 0.001433787536691783 -0.00044721282044434137 0.0013669491012732098 3.0435366282065174e-05 0.0016737219784853643 8.3036660674727297e-05 0.0013860376475676789 0.00042234456456956797 0.0012135415777556411 0.0013193676905111959 0.00098277299416534708 0.00055294033752145005 0.00091219720251804531 -0.00012312365571703849 -3.4722343007320542e-05 -0.0009030242511454149 -4.8056140940652245e-05 0.0010570832847232553 0.0013475808112199802 -0.00015930082913506204 -0.00062800915731040397 -0.00045489757776737084 0.0011454202409986725 -9.6368459156691302e-06 0.0011282314977986083 -0.00020359652737132506 0.0006042885928126022
leaf_weight=23 35 25 41 21 21 32 22 23 55 23 135 41 26 32 38 25 21 63 22 56 28 20 21 20 22 35 39 59 21 2076
leaf_count=23 35 25 41 21 21 32 22 23 55 23 135 41 26 32 38 25 21 63 22 56 28 20 21 20 22 35 39 59 21 2076
internal_value=0 0.000582725 0.000591949 0.000614103 0.000607417 0.000601116 0.000618879 0.000634137 0.000624453 0.000636789 0.000305289 0.00062698 0.000619579 0.000243707 0.000384653 0.000202369 0.00061178 -6.14888e-05 -0.000259459 0.000260158 0.000605358 0.000618455 0.000612093 -1.94525e-05 0.0001834 0.000619226 0.00061099 0.000622007 0.000608037 0.000616088
internal_weight=0 3001 2976 2798 2775 2754 2598 2492 2469 2414 156 2382 2359 178 137 105 2333 120 85 106 50 2312 2292 80 60 2271 2236 2197 2138 2117
internal_count=3121 3001 2976 2798 2775 2754 2598 2492 2469 2414 156 2382 2359 178 137 105 2333 120 85 106 50 2312 2292 80 60 2271 2236 2197 2138 2117
is_linear=0
shrinkage=0.00566207


Tree=1937
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 2 2 4 12 14 2 4 4 47 51 49 123 1 124 1 40 0 12 1 16 12 43 3
split_gain=139.112 18.1571 15.8943 9.26172 8.09481 7.27088 5.88736 5.76393 6.99988 5.31744 3.59877 3.74766 3.24176 2.47128 2.31708 2.18061 2.06971 2.02723 1.92027 1.80391 1.77088 1.69944 1.66893 1.53842 1.49363 1.87045 1.46072 1.53934 1.41966 2.20922
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.053180000000000012 0.11734000000000001 0.076175000000000007 0.11389000000000002 -0.062539999999999984 0.27834500000000006 0.077555000000000013 -0.10056999999999998 -0.012034999999999999 0.10695000000000002 0.10124500000000002 -0.072314999999999977 0.16175000000000003 -0.077714999999999992 -0.077429999999999985 0.088245000000000004 0.089875000000000024 -0.12029499999999999 0.095780000000000018 -0.078654999999999989 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 12 7 -6 22 -9 10 11 24 15 -10 26 16 -1 -2 28 20 -8 -7 -3 -12 25 -4 27 -11 -15 -30
right_child=1 5 9 -5 6 21 19 8 13 14 23 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018297951101871588 0.00099146433592227226 0.00060282388125888027 0.0017098072152685589 0.0007427651237070568 0.0017035436626038547 0.00033955586261928396 0.00088877963654917082 0.0015272805303626761 0.0011988687602232017 0.0016423678898133773 0.0015941693232691251 0.0020344372180386623 0.00094605817308853488 0.00042717311126995835 0.00094111573576604463 0.0018963705389392876 0.0014075185229447719 0.0015134743085347332 0.00023700339737910484 0.0008166965577977662 0.0013464883453714383 -0.00013735600205189304 0.00019720099937178172 0.0011159822685970807 0.0016086461884035669 0.0013043330550846779 0.0013162521583832019 0.0012309084460171392 0.00097072075264829471 0.00055808656485845847
leaf_weight=31 20 42 745 74 28 77 35 28 22 102 24 57 22 28 21 33 148 92 20 85 40 21 48 39 977 26 93 25 69 49
leaf_count=31 20 42 745 74 28 77 35 28 22 102 24 57 22 28 21 33 148 92 20 85 40 21 48 39 977 26 93 25 69 49
internal_value=0 0.000766517 0.0015678 0.00115072 0.00130454 0.000589632 0.00107492 0.000702451 0.000834101 0.00162047 0.00164728 0.00165946 0.00148902 0.000730862 0.00141273 0.00154536 0.00148065 0.00142026 0.000668837 0.000964913 0.00113289 0.00023736 0.000386492 0.00129815 0.00164723 0.00169613 0.00145775 0.00156137 0.000727992 0.000799373
internal_weight=0 590 2531 186 422 404 188 306 216 2109 1868 1805 234 188 241 212 179 112 166 160 75 98 90 63 1748 771 220 127 146 118
internal_count=3121 590 2531 186 422 404 188 306 216 2109 1868 1805 234 188 241 212 179 112 166 160 75 98 90 63 1748 771 220 127 146 118
is_linear=0
shrinkage=0.00148603


Tree=1938
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 47 42 2 16 1 52 1447 159 0 2 13 2 12 39 2 2 106 130 160 13 1
split_gain=133.509 21.7183 13.3206 10.1802 9.66182 7.33458 5.68633 5.4547 5.07837 3.6044 3.19031 2.95996 1.75622 1.60451 1.60211 1.5405 1.55485 2.11697 1.52992 1.72949 1.45836 2.40663 1.39446 1.45581 1.38687 1.3647 1.56511 1.56787 1.71245 1.2957
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 -0.076394999999999977 0.089885000000000007 0.11346000000000002 0.091195000000000012 -0.16675999999999999 -0.082869999999999985 0.082585000000000006 -0.09595999999999999 0.09142500000000002 -0.097224999999999992 0.13501500000000002 -0.07415999999999999 0.084780000000000008 -0.0091949999999999983 0.14122000000000004 0.087690000000000004 -0.076894999999999977 -1.0000000180025095e-35 -0.0044799999999999987 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 8 29 11 20 -5 13 -7 -1 -10 -13 17 18 -17 -20 21 -4 -12 -24 25 26 -3 28 -28 -6
right_child=1 2 9 10 7 12 -8 -9 14 -11 22 15 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020621931881735119 0.0019725553064435081 0.00065635396055920849 0.00051551460369979644 0.0020049213743330943 0.002045213156655774 0.0010388504465377571 0.0011839331787787733 0.0010502542313566149 0.0019899582561202179 0.0012839946634869189 0.0009343388249389102 0.0022398717568306325 0.0016813029579743873 0.0019058324730851213 0.0025315996397118051 0.0012512742188536229 0.0020678203678050392 0.0019063731113665584 0.0021622360556620684 0.001629413652786877 0.00045001774067563024 0.0012144661873108595 0.0010678220256928174 0.0016433854918798112 0.0006764280360938012 0.00064756015752540997 0.0011281432167981943 0.001054960843580076 0.0017428482086189365 0.0016239809581842864
leaf_weight=1117 74 21 37 21 39 26 24 37 20 22 24 38 22 220 65 21 124 576 22 76 110 22 20 32 30 21 30 165 22 43
leaf_count=1117 74 21 37 21 39 26 24 37 20 22 24 38 22 220 65 21 124 576 22 76 110 22 20 32 30 21 30 165 22 43
internal_value=0 0.00111723 0.00101156 0.00195885 0.00118231 0.00198077 0.00199427 0.00158365 0.0020028 0.000646817 0.00142755 0.00198725 0.00133331 0.00203646 0.00240415 0.00191048 0.00189519 0.00186439 0.00166119 0.00174903 0.000563871 0.000776141 0.00126801 0.00142201 0.00101706 0.00105652 0.0010926 0.00113482 0.00138821 0.00182432
internal_weight=0 673 599 2448 408 2351 2303 119 2279 191 97 2194 48 1337 85 857 819 695 119 98 169 59 76 52 289 259 238 217 52 82
internal_count=3121 673 599 2448 408 2351 2303 119 2279 191 97 2194 48 1337 85 857 819 695 119 98 169 59 76 52 289 259 238 217 52 82
is_linear=0
shrinkage=0.00167351


Tree=1939
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 14 2 1 2 1 50 4 1 40 0 11 1 3 2 1 2 12 15 151 52 4
split_gain=252.821 44.0923 21.091 17.0871 13.0646 12.0943 11.6166 9.39646 9.35697 7.28315 6.22516 5.79598 4.34621 3.27708 3.18561 2.85309 2.68227 2.56751 2.54905 2.37153 3.53881 4.30955 2.31693 2.06845 2.13583 1.93429 1.89968 1.98488 1.82381 1.47223
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.40124500000000002 0.14122000000000004 -1.0000000180025095e-35 0.10855000000000002 0.062655000000000016 0.089885000000000007 0.092845000000000025 0.11704500000000001 0.091195000000000012 0.041865000000000006 -0.04890499999999999 0.13436000000000001 -0.077714999999999992 0.18019500000000002 1.0000000180025095e-35 0.088975000000000012 0.097915000000000016 1.0000000180025095e-35 0.13075500000000004 0.11411 0.095780000000000018 -0.41396999999999995 -1.0000000180025095e-35 -0.16675999999999999 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 17 22 10 13 -4 -2 -1 26 -10 -17 -3 19 20 25 -22 -9 24 -5 -12 -6 -28 -11 -27
right_child=1 4 11 23 14 -7 -8 8 15 28 18 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0021714948216467918 0.0019724650169896415 0.0008440288332735446 0.0018488005090317432 0.0015867907973486947 0.00053753667784594466 0.0011249034424106494 0.0013606069033280969 0.0018321516920429719 0.0014132632429664327 0.002129676151835369 0.0020683566770829808 0.0011579255947881666 0.0012828008369404104 0.0019881799492586735 0.00086205720999747617 0.00096159194882725172 0.00046294122085304486 0.00039460708735447429 0.0015073562148430275 0.0022616924691031158 0.0011772522310630092 0.0019526678085981073 0.0013246765895879515 0.00075692607450876623 0.0010437352462917388 0.0019847775206134066 0.00038714158324229064 -0.00018321293861085314 0.0026037595030740102 0.0017713516337984102
leaf_weight=1117 124 46 37 21 32 25 41 30 22 20 424 60 20 220 23 133 24 50 20 62 22 35 39 24 39 215 23 23 65 85
leaf_count=1117 124 46 37 21 32 25 41 30 22 20 424 60 20 220 23 133 24 50 20 62 22 35 39 24 39 215 23 23 65 85
internal_value=0 0.00109871 0.00204881 0.00158963 0.000847181 0.00207469 0.0020849 0.000974642 0.00111581 0.00209789 0.00208266 0.00142146 0.00187668 0.00214133 0.000413058 0.000950246 0.000885365 0.000609955 0.00199176 0.00200325 0.00198274 0.00165338 0.00154532 0.00109755 0.0012338 0.00200867 0.000280661 0.000101964 0.00249221 0.00192431
internal_weight=0 673 2448 228 445 2351 2326 344 248 2285 2200 97 144 1337 101 179 157 96 863 843 781 57 69 84 60 724 78 46 85 300
internal_count=3121 673 2448 228 445 2351 2326 344 248 2285 2200 97 144 1337 101 179 157 96 863 843 781 57 69 84 60 724 78 46 85 300
is_linear=0
shrinkage=0.00137286


Tree=1940
num_leaves=31
num_cat=0
split_feature=1 3 0 4 402 45 48 9 3 47 49 51 49 15 52 52 2 15 12 12 0 11 51 13 3 43 50 50 1 16
split_gain=2.80215 0.902446 0.766987 0.58878 0.511452 0.49726 0.451748 0.486662 0.431465 0.611914 0.551417 0.562696 0.445639 0.551321 0.42022 0.436509 0.761985 0.756192 0.400903 1.13515 0.381076 0.463858 0.648988 0.705101 0.406511 1.57521 0.354759 0.514635 0.685146 0.944568
threshold=0.10337500000000001 -0.065229999999999996 0.089620000000000019 0.40124500000000002 0.086055000000000006 0.10526500000000001 0.15068000000000001 0.099965000000000012 0.076840000000000006 0.10648500000000001 0.092185000000000017 -0.089344999999999994 -0.043469999999999995 -0.44764999999999994 0.12354000000000001 -0.066844999999999988 -0.013254999999999998 -0.40580499999999992 0.11903500000000002 0.10711000000000002 0.22582000000000002 1.0000000180025095e-35 0.10876000000000001 0.097995000000000013 -0.12018999999999998 -0.13868499999999997 0.10917 0.089465000000000017 0.089770000000000016 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 20 18 6 7 8 9 14 11 -10 -13 -14 15 -3 -17 -18 19 -2 21 24 23 -23 25 -1 27 28 -26 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0018288478836878651 0.0011475284976240664 0.00036929463230234752 -0.00084574823898094691 -3.1448097134559837e-05 -8.1497643679692537e-05 0.0014464126070495838 -0.00056783345998049619 -0.00053022128764741445 -8.5491081641851007e-05 0.0012156732810301035 -4.1133646297861292e-05 0.00062816226484788292 0.00080160892997685202 0.0019282579990808797 0.00094481958410226998 0.00063553437651699097 -0.0016389365934742798 8.7478437123931485e-05 0.0019372290778550954 -0.00028078965665636441 0.00015052631838266485 0.0019832095096567973 0.00043209929005340179 0.00056948628479811436 0.0011248515216462827 -0.00032137850291794122 0.00081464615304510039 0.0014289353441166222 -6.2482843808317601e-05 0.00096337186937892234
leaf_weight=26 169 75 21 22 21 23 20 21 22 29 33 58 37 43 26 23 26 21 20 30 20 84 22 20 1521 39 206 207 53 183
leaf_count=26 169 75 21 22 21 23 20 21 22 29 33 58 37 43 26 23 26 21 20 30 20 84 22 20 1521 39 206 207 53 183
internal_value=0 0.000588699 0.000418712 0.00107046 0.000927257 0.000476816 0.000425432 0.000473416 0.000527045 0.000306795 0.000755284 0.000919545 0.00107977 0.00140718 0.000152657 1.06144e-05 -0.000373686 -0.00086756 0.00102399 0.000932204 0.00108064 0.00108852 0.00148798 0.00171134 0.001066 0.000538712 0.00108179 0.00110981 0.00107222 0.000732989
internal_weight=0 718 478 2403 240 457 434 414 393 200 193 160 138 80 171 145 70 47 219 199 2381 2361 126 104 2235 65 2170 1964 1757 236
internal_count=3121 718 478 2403 240 457 434 414 393 200 193 160 138 80 171 145 70 47 219 199 2381 2361 126 104 2235 65 2170 1964 1757 236
is_linear=0
shrinkage=0.0067667


Tree=1941
num_leaves=31
num_cat=0
split_feature=1 2 48 123 1 150 0 48 123 16 1 40 49 2 16 14 106 457 49 151 1454 14 11 1429 156 156 475 0 0 12
split_gain=2.29551 0.768999 0.587475 0.548706 0.482701 0.509612 0.501937 0.440122 0.432612 0.56016 0.46248 0.584228 0.706692 0.43853 0.418217 0.372076 0.376477 0.349136 0.518774 0.421003 0.344142 0.459803 0.735487 0.458861 0.407235 0.752785 0.614103 0.537155 0.484999 0.844502
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 0.14860500000000001 0.116995 -0.019414999999999998 0.081805000000000017 0.11679000000000002 -0.39185999999999993 0.12873500000000002 -1.0000000180025095e-35 0.092185000000000017 0.121465 -0.25582999999999995 0.076175000000000007 0.085655000000000009 0.045365000000000009 -0.058769999999999996 0.085465000000000013 0.11807500000000003 -1.0000000180025095e-35 0.085155000000000022 -0.087914999999999979 0.087205000000000019 0.083310000000000009 -0.098879999999999982 0.11070500000000001 -0.053834999999999994 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 17 5 8 14 -5 9 -2 13 -12 -13 -11 -6 16 20 19 -19 -3 21 -1 23 -23 25 27 -26 28 -25 -30
right_child=4 2 -4 7 6 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0022339980365111206 0.00027130177766594189 0.00096149902660066144 -0.00048491002206964263 -0.0004608071529158282 -0.00041538475968452127 -0.00066063528876391709 -0.0010500369425445483 0.00091563102903211274 -0.00043738215901770487 0.0010822758032596822 0.00052121157437740604 0.0026897992329832396 0.00085570043227538241 -0.00038223382563572477 0.0011376356791539793 0.0016357329381784566 0.00023456566477734095 -0.0006436954326584051 0.00094277788551909837 0.0021125328518634087 0.0021410522469419279 0.0019890057300792218 -0.00034285461776537089 0.0011196224232966783 0.0019754564941913046 0.002221990530879864 0.00059195699487674472 0.0020423866861547023 0.0011164024156915492 -0.00089648973194990616
leaf_weight=22 94 479 20 32 22 20 26 25 21 30 28 30 22 21 20 86 29 20 33 20 20 36 21 1630 22 38 163 37 34 20
leaf_count=22 94 479 20 32 22 20 26 25 21 30 28 30 22 21 20 86 29 20 33 20 20 36 21 1630 22 38 163 37 34 20
internal_value=0 0.00106505 0.000825903 0.000868951 0.000383151 0.000532554 -0.000201275 0.000142894 0.000629561 0.000729142 0.00105767 0.00142642 0.00191383 0.000479242 0.000324149 0.00113476 0.00111397 0.000943925 0.000344109 0.00100763 0.00112645 0.00111642 0.00110413 0.00111948 0.00110338 0.00113986 0.000756481 0.00111597 0.00109561 0.000370887
internal_weight=0 2787 629 609 334 266 68 57 246 225 131 80 52 51 42 2158 2072 552 53 499 2043 2023 2001 1980 1944 1759 185 1721 1684 54
internal_count=3121 2787 629 609 334 266 68 57 246 225 131 80 52 51 42 2158 2072 552 53 499 2043 2023 2001 1980 1944 1759 185 1721 1684 54
is_linear=0
shrinkage=0.00777281


Tree=1942
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 2 47 42 11 1 0 11 1 43 3 2 1 12 15 2 0 4 16 43 475 39 4 484
split_gain=186.994 24.0243 20.4933 19.5788 13.9378 8.55223 8.49889 5.62693 5.33179 4.75374 4.18196 2.95162 2.8796 2.64018 2.61793 2.58342 3.29941 2.9685 2.14399 1.8424 1.83614 1.77951 1.70885 1.43413 1.95492 1.52267 1.41186 1.32505 1.30406 1.29575
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.092235000000000025 0.40124500000000002 0.14122000000000004 0.13082500000000002 -0.076394999999999977 1.0000000180025095e-35 0.086920000000000011 -0.12333499999999999 1.0000000180025095e-35 0.10124500000000002 -0.025214999999999998 0.30112000000000005 0.11177500000000001 0.16540500000000002 0.093965000000000007 0.024640000000000006 -0.0091949999999999983 -0.23194499999999998 0.0052350000000000009 -0.45661999999999997 0.064745000000000011 -0.08644499999999998 0.084780000000000008 0.063160000000000008 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 10 19 13 18 -4 11 22 -13 14 23 -2 17 -17 -3 -5 -15 -14 -1 25 -25 -7 29 -11 -9 -24
right_child=1 8 9 6 -6 7 -8 28 -10 27 -12 12 21 20 -16 16 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021780468805148159 0.00060895435214144197 0.00035788352923848575 0.0016694734358575071 0.0019177585972990653 0.00092767653743766837 0.0016859467262399666 0.00081250323312686602 0.00083640595918673137 0.00096446143285978676 0.0006678364685580642 0.0020853009881016053 0.0012359737290362073 0.001306046266538449 0.0017094277342116462 0.0011600233257556066 0.001448361618227083 0.0005894347268030765 0.00089179922258876641 -0.00010405701976862346 0.0014870168897445006 0.0021428615498667123 0.0016993010900245176 0.0018098156050675195 0.0017411814095743881 0.0014372020625939574 0.0014726025095267341 0.0017839023798432141 0.0010445290586735753 0.0013262339249639013 0.0013522906765872276
leaf_weight=20 116 136 21 24 45 329 36 20 26 24 70 30 23 70 27 24 48 73 22 85 25 380 20 52 171 78 1011 66 21 28
leaf_count=20 116 136 21 24 45 329 36 20 26 24 70 30 23 70 27 24 48 73 22 85 25 380 20 52 171 78 1011 66 21 28
internal_value=0 0.000799873 0.00165813 0.00098637 0.00168458 0.00169892 0.00139085 0.00158256 0.000388364 0.00108131 0.00175725 0.00174206 0.00164631 0.00160957 0.00157863 0.000761661 0.000883827 0.00102951 0.000293563 0.00158186 0.00182349 0.00167686 0.00178049 0.00159658 0.00150809 0.00164506 0.00177298 0.000944078 0.00108729 0.00154293
internal_weight=0 590 2531 406 2420 2375 145 793 184 111 1582 1512 433 752 657 261 145 97 158 109 95 403 1079 630 223 407 1059 90 41 48
internal_count=3121 590 2531 406 2420 2375 145 793 184 111 1582 1512 433 752 657 261 145 97 158 109 95 403 1079 630 223 407 1059 90 41 48
is_linear=0
shrinkage=0.00137286


Tree=1943
num_leaves=31
num_cat=0
split_feature=1 3 148 4 48 147 0 2 9 43 14 4 43 0 15 0 132 52 16 394 403 2 3 1 128 128 4 3 402 16
split_gain=2.45611 0.865949 0.733416 0.631083 0.562542 0.554576 0.620563 0.648721 1.06057 0.674633 0.585105 0.537452 0.502423 0.474366 0.666986 0.383875 0.381087 0.358412 0.347326 0.556654 1.1145 0.543089 0.616582 0.628165 0.504285 0.580827 0.538232 0.788263 0.48236 0.893108
threshold=0.10312500000000001 0.31299000000000005 -0.095079999999999984 -0.39518999999999993 -0.082654999999999992 0.099730000000000027 -0.18901999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079109999999999986 -0.47013499999999991 0.40124500000000002 0.0041500000000000009 0.024095000000000002 -0.12255999999999999 -0.15202999999999997 0.090440000000000006 0.0060650000000000009 -0.083539999999999989 -0.081744999999999984 0.085340000000000013 0.084855000000000014 -0.14186499999999996 0.088975000000000012 0.11170500000000001 0.087685000000000013 0.042705000000000007 -0.078344999999999984 0.2506000000000001 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 -5 6 -6 8 9 -8 -9 18 15 14 -10 -12 -17 -3 21 20 -20 -1 -23 -24 25 26 28 -28 29 -21
right_child=1 17 3 4 5 -7 7 10 13 -11 12 -13 -14 -15 -16 16 -18 -19 19 24 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012958472278161398 -0.00055915969229656311 -0.00023118502509062515 0.0012514526297206664 0.0016301538952647741 0.0013774959407177579 -0.00047465945628971689 0.00055944131666755192 0.0012662766707994932 0.0021947574422786207 -0.0009738919605325444 -0.00044962112820925461 -5.2486538671997333e-05 -0.00071596134803408179 6.4316902220688457e-05 0.00094820927215843477 0.00052454576034289765 -0.00039836390850228994 0.00053644398331943375 -0.00052516297962018925 0.0021458348333900194 0.0013513983812392524 0.0018537455152011588 0.00094742820982539441 5.8145540884399735e-05 3.7534183424392445e-05 0.0014842301117837665 -0.00061882479759395651 0.00076255349082019212 -2.2049699907898415e-05 0.00092938890798199337
leaf_weight=263 21 79 64 20 37 21 28 22 20 20 25 22 23 20 137 136 21 36 31 25 22 28 418 35 26 74 22 71 21 1333
leaf_count=263 21 79 64 20 37 21 28 22 20 20 25 22 23 20 137 136 21 36 31 25 22 28 418 35 26 74 22 71 21 1333
internal_value=0 0.000516983 0.000611949 0.000653352 0.000581129 0.000539991 0.000583565 0.000518575 0.000761212 -7.94475e-05 0.000278075 0.00093955 0.000172024 0.000989187 0.00110701 0.000284242 0.000401099 9.11623e-06 0.000948762 0.00089652 0.000253787 0.00106287 0.000935478 0.00087872 0.00091819 0.000933 0.000905289 0.000435776 0.000936953 0.000951783
internal_weight=0 730 615 594 530 510 489 452 225 48 227 2391 205 177 157 182 157 115 2369 1625 53 744 481 453 1572 1546 1472 93 1379 1358
internal_count=3121 730 615 594 530 510 489 452 225 48 227 2391 205 177 157 182 157 115 2369 1625 53 744 481 453 1572 1546 1472 93 1379 1358
is_linear=0
shrinkage=0.00637641


Tree=1944
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 14 2 4 2 123 2 123 52 131 2 4 2 1 16 16 484 160 3 47 0 12 3 3 3
split_gain=124.747 23.84 14.0119 8.52028 8.21287 7.5542 4.31306 4.27207 3.98593 3.43918 3.37208 3.22761 3.22906 2.47761 2.25812 2.99573 1.67693 1.96391 2.11467 1.75686 1.66877 2.40261 1.62668 1.6104 1.53446 1.81302 1.53363 1.40716 1.38196 1.62687
threshold=0.10337500000000001 -0.40967499999999996 0.12408500000000001 0.40124500000000002 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.11474000000000002 1.0000000180025095e-35 0.14285500000000004 1.0000000180025095e-35 0.12492500000000002 0.086835000000000009 0.31358000000000003 -0.55119499999999988 0.089885000000000007 0.088975000000000012 0.0057500000000000008 0.083160000000000026 0.0038100000000000005 -0.067824999999999983 -0.010424999999999999 1.0000000180025095e-35 -0.12333499999999999 0.10124000000000001 0.086245000000000016 1.0000000180025095e-35 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 10 8 -4 26 16 12 -7 24 15 -9 -1 19 -19 27 21 -21 -10 -24 28 -26 -6 -18 29 -3
right_child=1 2 7 -5 9 11 -8 14 22 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021475182010135146 0.001702792811143893 0.00073030467442853427 0.0010180974654656729 0.000701140119858192 0.0017361237222347301 0.0015833128526611326 0.0020807909312758593 0.00036192877087685082 0.00089595811152239177 0.00088058241342158536 0.0013051673332440522 0.0010663314456663359 0.0010531779531572996 0.0013982948595837894 0.00077174931297377782 -0.00033012016862396092 0.0017795598235568508 0.0016603997951708388 0.0012406538212207522 0.0016067232206822663 0.001730828334594821 0.0009400280351750742 0.00068753939512277524 0.0002225099687876937 0.00073903276860162281 0.0013882415591141277 0.0013144864838501025 0.0014335566519678 0.00089701523973121906 0.0002218909288275538
leaf_weight=23 87 72 66 22 45 365 83 70 22 26 49 39 31 20 22 20 1140 444 32 41 84 20 31 46 20 23 41 30 87 20
leaf_count=23 87 72 66 22 45 365 83 70 22 26 49 39 31 20 22 20 1140 444 32 41 84 20 31 46 20 23 41 30 87 20
internal_value=0 0.000928913 0.000822213 0.00167803 0.00103009 0.00168706 0.00172905 0.000556555 0.000717907 0.00138317 0.00171338 0.00149918 0.00154181 0.000866678 0.000318849 0.00020814 0.00172441 0.00171898 0.00163218 0.0017504 0.00158666 0.00138813 0.00051778 0.00040973 0.000818785 0.00108628 0.00153511 0.00177069 0.000754526 0.00061978
internal_weight=0 718 631 2403 354 2381 1946 277 165 112 1863 435 396 242 112 90 1814 1791 476 1315 145 61 99 77 222 43 86 1170 179 92
internal_count=3121 718 631 2403 354 2381 1946 277 165 112 1863 435 396 242 112 90 1814 1791 476 1315 145 61 99 77 222 43 86 1170 179 92
is_linear=0
shrinkage=0.00157699


Tree=1945
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 14 43 4 3 12 15 47 3 43 43 2 14 0 15 12 1 2 0 15 15 0 3
split_gain=136.957 18.0886 14.5931 13.9378 8.35257 6.35535 4.77607 4.54272 4.21668 4.25 3.06046 2.78765 2.35535 2.30762 2.8855 2.1331 3.30626 2.09945 2.46455 1.97538 2.04311 2.05706 1.84127 1.82693 1.71654 1.73306 1.67765 1.76562 1.60306 1.42292
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.40124500000000002 0.090455000000000021 0.13082500000000002 0.062655000000000016 -0.073404999999999984 0.033845000000000007 0.10299500000000002 0.13597000000000004 -1.0000000180025095e-35 0.07813500000000001 0.095270000000000007 -0.083134999999999987 -0.025214999999999998 0.11177500000000001 0.076175000000000007 -0.11173999999999999 -0.095244999999999982 0.093965000000000007 0.081315000000000012 0.31358000000000003 -0.036484999999999997 -0.0088349999999999974 -0.076244999999999993 -0.097024999999999986 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 8 22 19 24 9 23 12 13 28 14 -11 16 -6 -2 -19 20 21 -4 -5 -1 25 -3 27 -20 -8 -12
right_child=1 7 6 5 15 -7 10 -9 -10 11 29 -13 -14 -15 -16 -17 -18 18 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014792563295317335 0.00077239608637949618 0.00041905380941603622 0.0018836356848296052 0.0020134782192846473 0.0011824446025993037 0.00095110977849832451 0.0020684060767654873 0.001133332527434043 0.0021528098440827116 0.0014599269184259163 0.0011574619887201108 0.001251312575257308 0.0013312944388841382 0.001943758011659852 0.0019328026925684231 0.0013578587842972189 0.00043989100708518344 0.0013995908522698342 0.00091073718182020104 0.0021353019503519621 0.0018410091927239802 0.0012971188218779805 0.0015565124775569498 0.0010300949947022113 0.00012590822689568506 0.00076695980254885745 0.00055315273472703454 0.0013901048153102382 0.0017399757785080145 0.0015713209257045739
leaf_weight=37 116 86 22 24 35 36 33 26 26 92 20 33 29 61 39 39 20 31 73 46 1065 30 85 40 25 47 20 21 715 149
leaf_count=37 116 86 22 24 35 36 33 26 26 92 20 33 29 61 39 39 20 31 73 46 1065 30 85 40 25 47 20 21 715 149
internal_value=0 0.000947952 0.00172741 0.00111968 0.00148011 0.00148184 0.0017769 0.000569022 0.00158983 0.00154136 0.00170003 0.00164247 0.00173867 0.0017097 0.00160071 0.00109723 0.000912425 0.000918484 0.00103535 0.00183943 0.00182724 0.00154526 0.00165713 0.00124593 0.000476161 0.000541998 0.000936308 0.00101783 0.00175447 0.00152234
internal_weight=0 590 2531 406 422 145 2109 184 328 302 946 225 777 192 131 94 55 261 145 1163 1117 52 109 77 158 133 114 94 748 169
internal_count=3121 590 2531 406 422 145 2109 184 328 302 946 225 777 192 131 94 55 261 145 1163 1117 52 109 77 158 133 114 94 748 169
is_linear=0
shrinkage=0.00145689


Tree=1946
num_leaves=31
num_cat=0
split_feature=1 1 44 454 2 133 51 10 131 457 49 4 4 16 2 16 2 12 0 52 133 13 2 2 3 12 3 45 16 159
split_gain=3.07995 0.945909 1.04635 0.791812 0.743719 0.843084 1.10793 0.739921 0.636197 0.596383 0.721614 0.542933 0.524019 0.49989 0.49977 0.546225 0.505125 0.713317 0.447706 0.434133 0.413055 0.442741 0.37872 0.370517 0.346649 0.407666 0.658689 0.429474 0.355594 0.344458
threshold=0.10312500000000001 0.14262000000000002 0.087770000000000015 -0.037229999999999992 0.13622000000000004 0.089200000000000015 0.10614000000000001 -0.074314999999999978 0.093840000000000021 0.079590000000000008 -0.15302999999999997 0.40124500000000002 0.51164000000000009 -0.29154999999999992 -0.0050599999999999994 -0.44310499999999992 0.10444500000000002 0.089795000000000014 -0.085384999999999975 -0.063789999999999986 -1.0000000180025095e-35 -0.071554999999999994 0.14285500000000004 0.11144000000000001 0.10299500000000002 0.11734000000000001 -0.063074999999999978 0.081955000000000014 0.27776000000000006 -0.073364999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 5 6 9 -3 12 10 -5 22 -9 -7 15 -12 17 -16 -6 -11 -18 -22 24 -23 25 27 -27 29 -26 -1
right_child=1 7 -4 4 18 13 -8 8 -10 19 14 -13 -14 -15 16 -17 20 -19 -20 -21 21 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0012917344720782646 -0.00056681589993053561 -0.00098086472532680591 0.0020137449944928323 0.0019892135879128947 -0.00048581109357883256 0.00069393105667449795 0.0018835507384966858 0.00023381255225253642 -0.000676056567619808 -0.00048671609165720179 0.00089864260783372851 6.6889443342536202e-05 0.0014419687821106836 -0.00046106960943531123 0.0022833847459485029 -0.00038372200363666895 -2.9799697076283398e-05 0.00097795455387277323 0.00044826188141691746 0.00061889824039213989 0.00034081236863572699 0.00072201443039533058 0.00044255876486344001 0.0015366643664904913 0.00016530305163834011 -0.00026183795234773491 0.0011547873937616502 0.0020000900062496323 0.0012216802226523182 0.0010510580116710221
leaf_weight=264 21 22 22 21 29 27 38 47 20 23 25 22 20 32 21 27 26 74 65 35 47 48 39 40 33 23 29 20 20 1941
leaf_count=264 21 22 22 21 29 27 38 47 20 23 25 22 20 32 21 27 26 74 65 35 47 48 39 40 33 23 29 20 20 1941
internal_value=0 0.000580501 0.000674778 0.0006256 0.000668923 0.000767746 0.000864958 4.33799e-05 0.000302384 0.000764942 0.00086798 0.00104442 0.000594456 6.749e-05 0.000791532 0.000232799 0.000905025 0.00126652 0.00016009 0.000180465 0.000691718 0.000830677 0.0010535 0.00109231 0.00106372 0.00107536 0.000528203 0.00108815 0.000563936 0.00107987
internal_weight=0 730 621 599 578 484 425 109 87 387 329 2391 67 59 308 52 256 95 94 58 161 135 2369 88 2330 2277 52 2225 53 2205
internal_count=3121 730 621 599 578 484 425 109 87 387 329 2391 67 59 308 52 256 95 94 58 161 135 2369 88 2330 2277 52 2225 53 2205
is_linear=0
shrinkage=0.00625138


Tree=1947
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 0 49 4 1 4 150 4 0 3 14 47 1 157 15 11 1 1 2
split_gain=277.501 47.9278 28.8617 23.8965 17.0393 12.5383 9.47545 7.57746 7.20627 6.56998 6.23129 5.88206 4.18474 7.58584 4.74929 4.65388 3.99619 3.70175 3.43049 4.05615 2.76597 2.35717 2.01702 1.95734 1.80996 1.67297 1.4921 1.40374 1.39211 1.36743
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.27834500000000006 1.0000000180025095e-35 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.41790499999999997 0.090100000000000013 0.097525000000000014 -0.0048549999999999991 -0.41942499999999994 0.075910000000000019 0.11588000000000001 0.14754500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 11 -5 27 17 16 13 15 18 -1 -4 23 -14 -20 -21 -18 -3 -7 -22 -13 -8 -6 -27 -17
right_child=1 2 7 8 9 10 26 -9 -10 -11 -12 25 14 -15 -16 29 21 -19 19 20 24 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0020292037868789928 0.0020806195145044283 0.00082538357475591372 0.00096422051131024144 0.0018583272053146393 0.0020548414211067332 0.0018793411840574458 0.0023153755671469871 0.0011142818800073469 0.0010094225639250463 0.0010361387738089896 0.0012815253712657624 0.00033712460739511582 0.0027022734986421127 0.0024437335226888367 0.0018234459254003617 0.0016268181965717421 0.00083572350762151635 0.0013587171000305272 0.0021591714597805449 0.0015164804723750945 0.0023276883668809857 0.00028647765796053359 0.0012232457850962864 0.0021650264771658064 0.0019578610162152032 0.00012706650917610894 0.0027544855897042907 0.0016348958474082709 -0.00032418878952598001 0.0012021780584728294
leaf_weight=45 74 191 39 34 39 307 25 34 63 30 41 37 23 36 118 33 22 27 1274 28 34 80 33 64 208 36 54 32 26 34
leaf_count=45 74 191 39 34 39 307 25 34 63 30 41 37 23 36 118 33 22 27 1274 28 34 80 33 64 208 36 54 32 26 34
internal_value=0 0.000952354 0.000812969 0.0020298 0.00111248 0.00205962 0.00211162 0.000457713 0.00130698 0.0016192 0.00183314 0.000364699 0.0020899 0.00185032 0.00211094 0.00165958 0.000559636 0.00188996 0.00213259 0.00212411 0.00195866 0.000404942 0.000883997 0.00192862 0.00200982 8.70616e-05 0.00261553 0.00186557 -6.21696e-05 0.00141133
internal_weight=0 673 599 2448 325 2351 1912 274 97 101 439 240 1833 148 1685 112 141 398 1567 1544 270 102 224 371 242 99 79 71 62 67
internal_count=3121 673 599 2448 325 2351 1912 274 97 101 439 240 1833 148 1685 112 141 398 1567 1544 270 102 224 371 242 99 79 71 62 67
is_linear=0
shrinkage=0.00148603


Tree=1948
num_leaves=31
num_cat=0
split_feature=1 3 0 12 2 0 3 3 15 13 3 10 11 15 11 0 124 12 48 15 16 4 16 16 474 1429 457 0 52 13
split_gain=3.39197 1.01543 0.713114 0.592559 0.574507 0.544478 0.502429 0.761143 0.905344 0.650708 0.57727 0.481259 0.446313 0.381852 0.481692 0.34391 0.332288 0.34764 0.329065 0.751097 0.65019 0.31875 0.684367 0.53911 0.554055 1.0482 0.662747 0.668866 0.465627 0.456746
threshold=0.10337500000000001 -0.034684999999999994 0.089620000000000019 0.051320000000000005 0.11018500000000002 0.22582000000000002 0.076840000000000006 0.11658 -0.0088349999999999974 -0.0021749999999999994 -0.0025099999999999996 -0.086389999999999981 0.095360000000000014 -0.41942499999999994 0.084110000000000004 1.0000000180025095e-35 -0.076779999999999987 -0.064509999999999984 0.09111000000000001 -0.30407999999999996 -0.072359999999999994 -0.49013999999999996 0.19444000000000003 0.0057500000000000008 0.10008000000000002 0.083810000000000009 -0.081674999999999984 -0.098289999999999975 -0.53299999999999992 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 13 11 9 -8 18 10 -3 -1 15 -2 -15 -6 -13 -18 19 -9 -20 22 -19 29 25 26 -25 -28 -26 -23
right_child=1 2 -4 -5 12 -7 7 8 -10 -11 -12 16 -14 14 -16 -17 17 21 20 -21 -22 23 -24 24 28 -27 27 -29 -30 -31
leaf_value=0.00011282324387506298 0.00028958170178334185 0.0006894070516855899 -0.00074787573778577264 -0.00059158579793668141 -4.3383801996562376e-05 6.8335770798004216e-05 0.0014323629222402563 0.0005349072474602341 -0.00046520386073609126 -0.00067933111902175321 -0.00013893892486912179 0.00069131419862503542 0.0011686754064541898 0.00099203633780993602 0.0018154890844983757 0.00077824364204740772 0.0016274404790166035 0.0024228054918647092 -2.5753136770905747e-05 0.001732986332013433 0.0012508621659556532 0.0011412809824485307 0.0011568352246622794 0.0019521862106051753 0.0020983187945914756 -0.00030821294889106298 0.0016689365870725058 0.00070483043008129841 0.00091163756728207513 0.00084795808170322665
leaf_weight=20 21 89 20 20 50 21 41 57 30 25 49 85 28 124 34 31 43 20 47 30 22 1499 81 20 23 31 30 273 27 230
leaf_count=20 21 89 20 20 50 21 41 57 30 25 49 85 28 124 34 31 43 20 47 30 22 1499 81 20 23 31 30 273 27 230
internal_value=0 0.000570801 0.000382175 0.0004373 0.000852429 0.00105088 0.000490063 0.00067647 0.000509848 0.000230466 0.000395284 0.00105954 0.000501645 0.00106604 0.00116924 0.000271066 0.00106755 0.0010816 0.000697358 0.000948038 0.000381284 0.00107109 0.00140752 0.00105516 0.000853593 0.000768294 0.000871612 0.000800286 0.00145751 0.00110226
internal_weight=0 718 430 410 288 2403 390 227 186 163 138 2382 109 179 158 81 2362 2277 156 87 69 2234 101 2133 404 354 323 303 50 1729
internal_count=3121 718 430 410 288 2403 390 227 186 163 138 2382 109 179 158 81 2362 2277 156 87 69 2234 101 2133 404 354 323 303 50 1729
is_linear=0
shrinkage=0.0061288


Tree=1949
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 2 4 42 14 131 2 1 159 1 0 52 1 2 0 160 3 52 47 39 2 12
split_gain=182.508 31.0614 19.3721 16.3951 11.8521 9.23946 6.81387 5.76431 5.44347 5.17224 4.553 4.53141 3.21537 2.19634 3.13249 2.08609 2.01783 2.54984 2.23256 2.13987 3.11033 2.1862 2.05246 1.91651 1.72706 1.66805 1.86028 1.37708 1.74998 1.37208
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.14285500000000004 0.40945500000000007 0.089885000000000007 0.40473500000000007 -0.076394999999999977 0.062655000000000016 0.086835000000000009 0.31358000000000003 0.091195000000000012 0.082585000000000006 0.085110000000000005 -0.072894999999999988 -0.56176499999999996 0.086920000000000011 0.09678500000000001 -0.14001499999999997 -0.067824999999999983 -0.011549999999999998 0.11434500000000002 0.090100000000000013 0.084780000000000008 -0.0050599999999999994 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 9 8 -4 12 29 -5 15 14 -9 -1 19 18 -18 -11 22 -22 -21 -10 -25 26 -3 -13 -29 -6
right_child=1 2 7 11 10 -7 -8 13 23 16 -12 27 -14 -15 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0021076128755778468 0.0020165479433299663 0.0008391856527830559 0.001143047423204395 0.0019871266897706504 0.0021321233309673981 0.0012973984183973094 0.0011160562846575053 0.00034581437985391336 0.00096181756657897049 0.0022611282596269738 0.0011129515199593202 0.00080053761835422539 0.0024704725716788007 0.00076050295662874489 -0.00039044464361239894 0.0019314733880159106 0.0021687024939271251 0.0026461812244492609 0.0016491466548025288 0.0024320840387826348 0.0011314018179183786 0.0017606778199154654 0.0018980123411275662 0.00072028262607616404 0.00021641347834284604 0.0013133670738608785 0.0012885879032159017 0.00093237359998037898 0.0015507300456520153 0.0016714676404639283
leaf_weight=1117 76 171 66 21 28 48 22 70 22 42 33 24 59 22 20 216 79 21 31 20 23 42 615 30 47 31 29 22 28 46
leaf_count=1117 76 171 66 21 28 48 22 70 22 42 33 24 59 22 20 216 79 21 31 20 23 42 615 30 47 31 29 22 28 46
internal_value=0 0.00102701 0.00090473 0.00198261 0.00116834 0.00200979 0.00202474 0.000583069 0.000778067 0.00203357 0.00161976 0.00131448 0.00209566 0.000295796 0.000182201 0.00207907 0.00193457 0.0021223 0.00202228 0.00190143 0.00187984 0.00153801 0.00191483 0.000534746 0.000412726 0.000959239 0.000904349 0.00112359 0.00127865 0.00184577
internal_weight=0 691 615 2430 338 2335 2287 277 165 2265 107 95 1392 112 90 1333 873 131 110 742 700 65 635 99 77 231 200 74 50 74
internal_count=3121 691 615 2430 338 2335 2287 277 165 2265 107 95 1392 112 90 1333 873 131 110 742 700 65 635 99 77 231 200 74 50 74
is_linear=0
shrinkage=0.0016407


Tree=1950
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 4 2 1 1 50 52 47 3 1 2 52 3 15 39 0 4 12 49 2 48
split_gain=215.908 36.8763 21.107 17.042 14.3057 10.9811 7.78286 7.30388 6.68692 6.94537 6.38158 4.86848 4.67711 2.61146 2.57121 2.26046 2.23892 2.0645 1.97852 4.24538 1.76427 1.73121 1.55218 1.86883 1.53628 1.61358 1.54492 1.51416 1.49906 1.49028
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.091195000000000012 0.086295000000000011 -0.56176499999999996 0.090100000000000013 -0.010424999999999999 0.088975000000000012 0.097845000000000015 -0.16675999999999999 0.090900000000000009 -0.41396999999999995 0.092310000000000017 0.18019500000000002 0.038415000000000012 0.090285000000000018 -0.054319999999999993 0.10699500000000002 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 11 9 -4 -6 13 -5 21 22 -13 -3 -11 24 -20 -8 -1 -10 -24 25 26 29 -14 -21 -17
right_child=1 2 8 12 10 -7 20 -9 14 17 -12 15 27 -15 -16 18 -18 -19 19 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001934858335344078 0.0018443545707443141 0.00069235166975263216 0.00099061515659346891 0.001634721130366197 0.0016915957948137705 0.0011124133377298591 0.0019013519174801625 0.00099602644708450994 0.00022960044661992615 0.00063016680120197167 0.00087631724494322103 0.002078261956544516 0.0011611943869573322 0.0017429853346547252 0.00058002997184619708 0.0020149042948280505 0.0011257347562380101 0.00017773246888977274 0.00095202327029983035 0.0015096042791233259 0.0024161625861900747 0.0016056838578891901 -0.00044565937435929931 0.00013565327222678567 0.0013376554595923172 0.0016469202354779467 0.0017593604713694885 0.00069068702297592633 0.0020615733420473984 0.0015663173838195601
leaf_weight=1079 74 190 63 34 71 48 20 24 39 37 32 45 33 220 22 114 32 62 23 26 65 38 27 24 20 198 391 30 20 20
leaf_count=1079 74 190 63 34 71 48 20 24 39 37 32 45 33 220 22 114 32 62 23 26 65 38 27 24 20 198 391 30 20 20
internal_value=0 0.000834889 0.00071018 0.00180427 0.000971433 0.00182996 0.00184492 0.00182767 0.0004003 0.000597187 0.00143831 0.00183677 0.00118166 0.00189393 0.000115517 0.00174758 0.000754821 0.000346824 0.00172926 0.00148373 0.00229503 0.00192366 1.96992e-06 -0.0001721 0.00175206 0.00176352 0.0018075 0.000937143 0.00174959 0.00194795
internal_weight=0 673 599 2448 325 2351 2303 2218 274 162 103 2194 97 1337 112 857 222 99 812 69 85 1117 90 51 743 723 525 63 46 134
internal_count=3121 673 599 2448 325 2351 2303 2218 274 162 103 2194 97 1337 112 857 222 99 812 69 85 1117 90 51 743 723 525 63 46 134
is_linear=0
shrinkage=0.00151575


Tree=1951
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 4 14 42 2 1 2 2 1 457 4 12 3 12 475 14 2 47 0 13 4 0 12 52
split_gain=144.117 17.4923 14.383 13.6582 9.85681 8.11701 4.59688 3.96771 3.9201 3.5273 3.22757 2.95121 2.80779 2.5847 2.18897 1.98923 1.87553 1.84511 1.6176 1.85699 1.49844 1.4363 1.5616 1.63702 2.08798 1.31866 1.28025 1.28796 1.31743 1.27594
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.13082500000000002 0.40124500000000002 0.36766000000000004 0.076175000000000007 -0.076394999999999977 0.14285500000000004 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.16540500000000002 0.080930000000000016 -0.078439999999999996 0.093765000000000015 0.090900000000000009 0.086505000000000012 -0.066784999999999983 -0.46166999999999997 0.12043500000000001 0.090100000000000013 -0.15350499999999997 -0.0087749999999999981 -0.55119499999999988 -0.077429999999999985 0.078300000000000008 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 8 14 17 10 11 -4 15 16 13 -13 -3 20 26 -5 19 -18 -6 -2 23 24 -23 -26 -1 -28 -29 -30
right_child=1 5 9 6 7 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0025594848973343799 0.0014165317865047922 0.0006823491059731046 0.0020263144736195485 0.0023220337439805823 0.0021456561326095485 0.001440239809831844 0.0012003160938833574 0.0012838624841008471 0.0024501172723671158 0.0012795563274517381 0.0014105630032942354 0.0014837529235232311 0.0013981726930739756 0.0020144937240518289 0.00013376631875675347 0.0013966375810115772 0.0021472632036079664 0.0017939991565933625 0.0016325782671926894 0.0019861681841741342 0.0018834232572049066 0.0015131210639685994 0.00082094324482697529 0.001518274684209206 0.0010611271383490163 0.00059891681173950646 0.0021808518731782273 0.0022933451052797147 0.0016909534090742183 0.0021013773463157233
leaf_weight=21 29 178 21 23 70 39 32 34 74 90 39 27 25 290 22 20 342 79 25 441 362 20 66 24 54 24 540 28 44 38
leaf_count=21 29 178 21 23 70 39 32 34 74 90 39 27 25 290 22 20 342 79 25 441 362 20 66 24 54 24 540 28 44 38
internal_value=0 0.00109788 0.00199834 0.001331 0.00202482 0.000755524 0.00174286 0.00182589 0.00207994 0.00142083 0.00186342 0.0020649 0.00192754 0.00196929 0.000622005 0.0019025 0.00209666 0.00191307 0.00204341 0.00205653 0.00192591 0.00107667 0.00102425 0.00113423 0.00104018 0.000918909 0.00216077 0.00214789 0.00198607 0.00188115
internal_weight=0 590 2531 351 2420 239 134 525 1895 111 491 1821 342 317 200 452 1479 102 808 783 432 217 188 122 98 78 671 650 110 82
internal_count=3121 590 2531 351 2420 239 134 525 1895 111 491 1821 342 317 200 452 1479 102 808 783 432 217 188 122 98 78 671 650 110 82
is_linear=0
shrinkage=0.0016407


Tree=1952
num_leaves=31
num_cat=0
split_feature=1 52 2 12 123 2 2 14 9 4 2 42 2 2 50 52 133 52 1 2 1 15 1 0 42 160 39 2 0 1
split_gain=163.692 28.7319 17.6859 12.255 12.2057 8.32403 6.61402 6.06053 5.32821 5.31804 3.9661 3.58382 3.43533 3.75262 3.03412 3.02784 2.16829 1.98172 2.25853 3.18981 1.97055 1.77048 1.67554 1.6724 1.59196 1.74213 1.49043 1.65528 1.46735 2.22543
threshold=0.104035 -0.40967499999999996 0.14285500000000004 0.088105000000000003 1.0000000180025095e-35 0.13501500000000002 0.11474000000000002 0.062655000000000016 0.092235000000000011 0.27834500000000006 0.089885000000000007 -0.076394999999999977 -1.0000000180025095e-35 0.092235000000000025 0.086295000000000011 0.12603000000000003 -1.0000000180025095e-35 -0.56176499999999996 0.088975000000000012 0.09678500000000001 0.091195000000000012 -0.081924999999999984 0.12040000000000002 0.18019500000000002 0.09832500000000001 -1.0000000180025095e-35 0.084780000000000008 -0.0050599999999999994 -0.10474999999999998 0.13968000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 7 8 9 -5 10 20 -6 22 -14 21 16 -15 -12 23 -20 -1 28 -3 -19 25 -18 -13 -28 -4 -30
right_child=1 2 14 6 11 -7 -8 -9 -10 -11 17 26 13 15 -16 -17 24 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0021898079971198934 0.0021250182280144461 0.0010806869128931595 0.00090685391667439275 0.0020019124378061492 0.0021005128833971693 0.0014392956311061456 0.00098800241274255799 0.0025401846650433117 0.0010781059883770339 0.0013130759748025541 0.0023583478601810039 0.0010181183616273235 0.0017510748603729797 0.00059169669981246238 0.0010297658715808305 0.0015988691254304611 0.0014882480523999465 0.0020416970383774491 0.001200160009826715 0.0019649759285291619 0.0020219727117201853 5.1480191835681456e-05 0.00065068001780606679 0.0015701503172793957 0.00067584825439043509 0.0010597592141421534 0.0011755934876423407 0.0017651941008514555 0.0007958975463576663 0.00014805594341686209
leaf_weight=1117 76 37 21 84 21 48 32 84 20 22 43 24 25 26 27 27 31 721 21 43 216 25 64 20 21 118 22 28 23 34
leaf_count=1117 76 37 21 84 21 48 32 84 20 22 43 24 25 26 27 27 31 721 21 43 216 25 64 20 21 118 22 28 23 34
internal_value=0 0.00119197 0.00107667 0.00121789 0.00207923 0.00210222 0.00162749 0.00211613 0.00182426 0.00209996 0.0021079 0.00151404 0.00105828 0.00116012 0.000549801 0.00109387 0.00102431 0.0020219 0.00200393 0.00171402 0.00216261 0.000423985 0.000808207 0.00202897 0.00109047 0.00114891 0.00134761 0.00150577 0.000543378 0.000409466
internal_weight=0 691 615 485 2430 2335 136 2287 104 2203 2181 95 349 248 130 223 196 848 805 64 1333 103 101 741 170 149 74 50 78 57
internal_count=3121 691 615 485 2430 2335 136 2287 104 2203 2181 95 349 248 130 223 196 848 805 64 1333 103 101 741 170 149 74 50 78 57
is_linear=0
shrinkage=0.00160853


Tree=1953
num_leaves=31
num_cat=0
split_feature=1 3 1 2 4 45 2 13 3 13 11 3 159 1 12 151 42 0 15 16 1 0 403 15 13 11 15 475 3 49
split_gain=5.94042 1.47235 0.818247 0.813758 0.711536 0.585585 0.571377 0.547749 0.765163 0.500599 0.58092 1.01424 0.673082 0.731312 0.619098 0.602438 0.497318 0.673627 0.484366 0.468914 0.44514 0.436323 0.434986 0.432653 0.478929 0.434794 0.419543 0.40632 0.728039 0.520364
threshold=0.10337500000000001 -0.034684999999999994 0.16540500000000002 0.11411 0.40124500000000002 0.10526500000000001 0.092120000000000021 0.11596500000000001 -0.15713499999999997 0.10591500000000001 1.0000000180025095e-35 -0.10023499999999998 0.091530000000000014 0.084785000000000013 0.087925000000000017 -0.083294999999999994 1.0000000180025095e-35 -0.026509999999999995 0.024640000000000006 0.15273500000000004 0.094385000000000011 -0.14454499999999995 -0.53255499999999989 -0.41942499999999994 -0.078704999999999983 0.095360000000000014 -0.11033999999999998 -0.088274999999999978 -0.081574999999999995 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 23 6 19 27 8 -5 10 11 -8 13 15 -14 -13 17 -11 -12 -3 -15 -22 -17 -2 -25 -26 -24 28 -1 -29
right_child=1 2 -4 7 -6 -7 9 -9 -10 16 18 12 14 20 -16 22 -18 -19 -20 -21 21 -23 26 24 25 -27 -28 29 -30 -31
leaf_value=0.00032942799292799832 0.0005723775375621698 0.00054552129831120385 -0.00068329159432211197 0.0020814755117995916 0.00033898381299624363 0.0018264576966665477 -0.00010032003655164539 -0.00011791670707792696 0.00053080887088994351 0.0011245415959276711 0.0016744863049902464 0.0026665607773833319 0.0031810468118861372 -0.00012388508392665489 0.0017171418269604898 0.0005081978219171969 0.0019227972100705824 -0.00042308051822083354 0.0030230660796299615 0.0014354205008697872 0.00044181162079375642 0.0017325277386971212 0.002262366915068815 0.0025228681478152029 0.0013293360091647163 0.0024479341258752986 0.0014603310008528014 0.001728206228716787 0.0019688177133646467 0.00079176337291854838
leaf_weight=29 21 354 23 24 22 21 20 27 46 46 33 22 21 20 45 22 20 20 22 32 25 27 35 26 124 20 423 1496 25 30
leaf_count=29 21 354 23 24 22 21 20 27 46 46 33 22 21 20 45 22 20 20 22 32 25 27 35 26 124 20 423 1496 25 30
internal_value=0 0.000869481 0.000608577 0.00125903 0.00159926 0.000681581 0.00161091 0.000733906 0.00106247 0.00145774 0.00151878 0.00146085 0.00150964 0.00143222 0.00218293 0.00152739 0.00095027 0.000655565 0.00221392 0.000619295 0.000768692 0.00111199 0.00147517 0.00152571 0.00164348 0.0014847 0.00152162 0.00168856 0.0010884 0.0017098
internal_weight=0 718 430 288 2403 407 2381 97 70 801 715 660 640 574 66 502 86 66 55 386 72 52 480 191 170 144 458 1580 54 1526
internal_count=3121 718 430 288 2403 407 2381 97 70 801 715 660 640 574 66 502 86 66 55 386 72 52 480 191 170 144 458 1580 54 1526
is_linear=0
shrinkage=0.00704007


Tree=1954
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 14 2 4 1 1 0 52 457 43 4 0 159 132 14 133 16 1 52 131 13
split_gain=142.417 24.8056 16.1051 13.7225 10.6434 7.118 5.8066 5.3521 3.83605 3.7459 2.99971 2.88291 2.35133 2.1629 2.00277 1.85586 1.83986 2.09039 3.36284 1.68823 1.78732 1.93426 1.67298 1.70233 1.88488 1.90098 1.86967 1.53227 1.52254 1.43173
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.062655000000000016 0.17760500000000004 -0.17966999999999997 0.11588000000000001 0.085345000000000018 -0.15931499999999996 -0.56176499999999996 0.083570000000000019 -0.016814999999999997 0.04735000000000001 0.18019500000000002 0.0089800000000000019 0.090145000000000017 -0.46166999999999997 0.089200000000000015 -1.0000000180025095e-35 0.11414000000000001 0.40674500000000008 0.091440000000000007 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 12 6 8 13 10 -5 14 -4 -3 -6 27 -16 -10 19 -19 20 21 -18 23 -14 25 26 -25 -1 -2 -17
right_child=1 2 11 9 7 -7 -8 -9 16 -11 -12 -13 22 -15 15 29 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0019441349107009688 0.0019880151759141531 0.0014222508374943377 0.0006185749833627726 0.0016286360954859769 0.0019351158314127417 0.0012458667668886598 0.0010909091774398629 0.00097556688823352154 0.0020801669892958957 0.0010031534931505442 0.0022469865400037196 0.00015265516647063089 0.0012742726305078314 0.0014376688790130347 0.001379638575636449 0.0018590770741161984 0.0018016696989618408 0.0018484663616786571 0.0010029691971193935 0.0016535809410548532 0.0013643099170598362 0.0020793275435164746 0.00044266542601342546 0.0011291731768435808 0.00054398456077298075 0.00057848156887057266 0.00079899367850389241 0.0015309208666308988 0.001488651704845222 0.0015554309962437949
leaf_weight=859 54 20 130 37 39 48 24 39 45 60 59 42 27 45 23 392 508 23 22 197 20 68 20 97 37 32 71 22 20 41
leaf_count=859 54 20 130 37 39 48 24 39 45 60 59 42 27 45 23 392 508 23 22 197 20 68 20 97 37 32 71 22 20 41
internal_value=0 0.00100857 0.000904239 0.00181161 0.00106513 0.00183513 0.00184741 0.00144888 0.00185537 0.00124174 0.00190582 0.000504804 0.000909871 0.00166863 0.00189077 0.00180759 0.00177562 0.00175927 0.00143511 0.00177766 0.00181867 0.00183445 0.000873788 0.000906449 0.000864545 0.000923849 0.000989633 0.00193382 0.00185305 0.00183033
internal_weight=0 673 599 2448 427 2351 2303 123 2279 97 1396 172 304 84 1337 456 883 838 45 793 596 576 284 264 237 200 168 881 74 433
internal_count=3121 673 599 2448 427 2351 2303 123 2279 97 1396 172 304 84 1337 456 883 838 45 793 596 576 284 264 237 200 168 881 74 433
is_linear=0
shrinkage=0.00154607


Tree=1955
num_leaves=31
num_cat=0
split_feature=1 3 52 1456 160 4 454 2 2 9 10 2 0 39 3 3 1 14 123 15 1 43 4 3 3 4 4 0 15 16
split_gain=5.57472 1.3826 0.863387 0.785534 0.726541 0.630183 0.582898 0.593855 0.573552 0.547833 0.663593 0.628378 0.786112 0.530552 0.75217 0.584454 0.547524 0.522487 0.633358 0.516771 0.601253 0.457856 0.700893 0.587684 0.461821 0.546752 0.75073 0.437542 0.650469 0.504248
threshold=0.10337500000000001 0.31299000000000005 -0.40967499999999996 -0.049894999999999995 -0.24498999999999996 0.40124500000000002 -0.037229999999999992 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 -0.0026549999999999994 0.090310000000000015 -0.07384499999999998 0.095830000000000012 -0.017889999999999996 -0.13927999999999999 0.10871500000000002 0.062655000000000016 1.0000000180025095e-35 0.094035000000000007 0.081315000000000012 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 0.090900000000000009 -0.059649999999999988 0.0033150000000000007 -0.10474999999999998 -0.41396999999999995 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 8 -6 9 17 10 -8 12 -11 14 15 -13 -16 18 21 20 -19 -1 23 -23 -24 -26 -27 29 -29 -3
right_child=1 27 3 4 6 -7 7 -9 -10 11 -12 13 -14 -15 16 -17 -18 19 -20 -21 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=0.00057312783559296785 0.0015705411157676001 -7.568748632385404e-05 0.00201188419465323 0.0019564120534115901 -0.00040569471854044037 0.00035681505791960706 0.00076693696643333458 0.00014241484915706812 0.00071392629683034268 0.0022563628848595889 -0.00072499387704190942 0.00092954512277931996 0.001013350897720687 -3.1324821363945459e-05 0.00063930729364107075 -0.00021620724200316192 0.0016676175592104019 0.0019003384852094144 0.00090598048936226796 0.0013739482502112352 0.0033710842261718997 0.0032379947723189962 0.0015373409493650676 0.0016353145747519493 0.0015792658306332267 -0.00041266200145514704 0.0012932149923986257 0.00054361326195401141 -0.0010795690071325234 0.0010823302316969583
leaf_weight=23 87 36 25 23 20 22 43 59 41 34 20 47 74 32 37 36 66 35 79 34 20 20 2013 22 46 21 27 20 26 33
leaf_count=23 87 36 25 23 20 22 43 59 41 34 20 47 74 32 37 36 66 35 79 34 20 20 2013 22 46 21 27 20 26 33
internal_value=0 0.000817296 0.00094697 0.000841833 0.000782258 0.00149681 0.000724554 0.000775011 0.00150734 0.000870958 0.000293308 0.00098259 0.00140467 0.000773486 0.000911948 0.000432592 0.00129822 0.00152124 0.00150114 0.00202975 0.00243516 0.00152278 0.00153295 0.0023985 0.00151569 0.0010521 0.000546894 0.000137353 -0.000373838 0.000478147
internal_weight=0 718 603 516 491 2403 468 448 2381 389 63 326 108 218 186 83 103 2340 2251 89 55 2172 2149 42 2107 94 48 115 46 69
internal_count=3121 718 603 516 491 2403 468 448 2381 389 63 326 108 218 186 83 103 2340 2251 89 55 2172 2149 42 2107 94 48 115 46 69
is_linear=0
shrinkage=0.0067667


Tree=1956
num_leaves=31
num_cat=0
split_feature=1 3 52 1456 48 160 0 51 47 12 16 52 14 13 47 16 10 12 2 1 45 124 15 4 48 48 3 3 16 133
split_gain=4.52076 1.13393 0.797172 0.639167 0.605977 0.580967 0.542782 0.486112 0.738839 0.627602 0.659098 1.18623 0.638052 0.605954 0.516515 0.478995 0.454452 0.438114 0.590861 0.436622 0.406767 0.470366 0.446677 0.404671 0.74994 0.766116 0.713367 0.697316 0.52535 0.474928
threshold=0.10312500000000001 0.31299000000000005 -0.40967499999999996 -0.049894999999999995 0.15372000000000002 -0.24498999999999996 0.22582000000000002 0.086310000000000012 0.10589000000000001 0.11734000000000001 -0.42170999999999997 -1.0000000180025095e-35 -0.46885499999999997 -1.0000000180025095e-35 0.09717000000000002 -0.071854999999999988 -0.086389999999999981 -0.42850999999999995 0.15950500000000004 0.11230000000000001 0.081955000000000014 -0.076779999999999987 0.13592500000000005 -0.085594999999999991 0.092475000000000016 0.078735000000000013 -0.14989499999999997 0.092670000000000016 -0.5224049999999999 0.10995500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 16 8 9 10 19 12 -12 -13 15 -9 -1 -3 -19 -7 21 -18 23 24 25 -23 -25 28 -28 -30
right_child=1 17 3 4 -6 7 -8 14 -10 -11 11 13 -14 -15 -16 -17 20 18 -20 -21 -22 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.00037829316450641623 0.0015943750457861324 0.00083364497937686165 0.001999154413006893 0.0019880554125276226 -0.00046708789389333433 0.0015003129990032711 0.00029329337556497005 0.0011463835643193401 0.0013665887494521071 0.001642055772595208 0.0016132946641896071 -0.00016396960591326054 0.00024993107603237311 -0.0018076168005636099 0.00042979391603752658 0.0026077335295127623 0.00093266451330905719 0.00022690886988600969 -0.001211027871759906 0.00052163004442312287 0.0024768948777394335 0.0017389914854900569 0.00081370110167805509 0.00032362560177829757 0.00040152707327385589 0.0031735730578479632 0.0027033431865254457 0.00057641548481524008 0.0015700643541872988 0.0012321580686012147
leaf_weight=20 90 35 25 23 21 38 21 31 68 25 24 31 95 21 25 21 79 58 22 77 24 374 49 29 22 22 21 44 1408 278
leaf_count=20 90 35 25 23 21 38 21 31 68 25 24 31 95 21 25 21 79 58 22 77 24 374 49 29 22 22 21 44 1408 278
internal_value=0 0.000817406 0.000944733 0.000833365 0.000775076 0.000829534 0.00148911 0.0007711 0.000661151 0.000506908 0.000407682 0.000113564 0.000524895 -0.00082775 0.00131227 0.00173654 0.00149971 0.000136484 -0.000168524 0.000845021 0.00150925 0.00149927 0.00151919 0.00153492 0.0017441 0.00181869 0.00148579 0.00150504 0.00152898 0.00151435
internal_weight=0 730 615 525 500 479 2391 456 379 311 286 171 119 52 77 52 2370 115 80 115 2350 2326 2247 2198 418 396 1780 1751 1707 1686
internal_count=3121 730 615 525 500 479 2391 456 379 311 286 171 119 52 77 52 2370 115 80 115 2350 2326 2247 2198 418 396 1780 1751 1707 1686
is_linear=0
shrinkage=0.00747098


Tree=1957
num_leaves=31
num_cat=0
split_feature=1 1 44 155 2 51 123 43 131 15 393 11 133 151 15 52 13 13 0 475 51 16 2 2 157 48 42 1374 49 51
split_gain=3.66182 0.991114 0.888864 0.819143 0.701606 0.569772 0.49141 0.541699 0.490076 0.445697 0.713055 0.709834 0.465213 0.714982 0.656401 1.57621 0.851806 0.874197 0.597106 0.542896 0.467662 0.518675 0.550907 0.455208 0.467911 0.426503 0.489806 0.422221 0.49651 0.687712
threshold=0.10312500000000001 0.14262000000000002 0.087770000000000015 0.084785000000000013 0.25063000000000007 -0.41109999999999997 0.11679000000000002 0.084740000000000024 0.093840000000000021 0.040760000000000005 0.086030000000000009 0.078065000000000009 0.081415000000000015 0.057610000000000008 -0.076244999999999993 0.2800700000000001 -0.0034749999999999994 -0.059629999999999996 -0.087634999999999977 -0.082549999999999998 -1.0000000180025095e-35 -0.14771999999999999 0.089525000000000007 0.083715000000000026 0.10891500000000003 0.092150000000000024 -0.069529999999999995 0.086000000000000007 0.10969000000000002 -0.15042499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 8 -2 7 -7 -3 10 12 -11 13 14 20 16 17 18 -16 -20 -1 -22 -23 -14 27 26 -24 28 29 -25
right_child=1 4 -4 -5 -6 6 -8 -9 -10 11 -12 -13 23 -15 15 -17 -18 -19 19 -21 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017324182885126739 0.0014733371866431813 0.00059887714660627654 0.0021066010334829387 0.0013781393440151189 -0.0010740351341720091 0.00054248989072214248 -0.0004452161763113303 0.0013659201420779352 -0.00060411775485748657 0.0012808911195548503 -2.7520197244061027e-05 0.0022219726262009336 0.00053130917742873142 3.2521679000600052e-05 8.6413624253800573e-06 -0.00093221558551547185 0.0013038101795693408 -0.00065236339466849861 0.002093656173195426 0.00080896842254503257 0.0017344493582599398 0.0013433414767139978 0.0010647160084166279 0.0026201054587145487 0.00050175861145633255 0.0011236634576928376 -0.00016391337260819027 0.0022764613000987879 0.0008719436393536202 0.0013864901211246721
leaf_weight=81 34 69 22 76 20 428 21 40 20 1072 24 38 33 31 30 21 169 22 20 61 56 114 24 22 28 54 39 24 80 348
leaf_count=81 34 69 22 76 20 428 21 40 20 1072 24 38 33 31 30 21 169 22 20 61 56 114 24 22 28 54 39 24 80 348
internal_value=0 0.000666315 0.000770773 0.000721711 7.11878e-05 0.000626322 0.000567429 0.000612869 0.000328541 0.00121386 0.00112786 0.00131311 0.00114992 0.00103786 0.00108297 0.000860356 0.000985005 0.000579906 0.000824139 0.00112618 0.00127835 0.0011502 0.00100857 0.00130115 0.00135175 0.000682379 0.000304136 0.00140197 0.00135533 0.00145984
internal_weight=0 730 621 599 109 523 489 468 89 2391 1281 1110 1257 722 691 323 302 133 111 81 368 287 231 535 502 117 63 474 450 370
internal_count=3121 730 621 599 109 523 489 468 89 2391 1281 1110 1257 722 691 323 302 133 111 81 368 287 231 535 502 117 63 474 450 370
is_linear=0
shrinkage=0.0067667


Tree=1958
num_leaves=31
num_cat=0
split_feature=1 4 1 399 3 49 2 0 0 11 11 132 42 0 0 13 14 41 1446 479 43 133 484 52 4 4 3 151 16 3
split_gain=3.00028 1.12123 0.762076 0.74617 0.675189 0.525836 0.485984 1.20726 0.540507 0.474706 0.472259 0.486274 0.470007 0.554502 0.453877 0.658076 0.442675 0.409012 0.441985 0.421797 0.458845 0.400602 0.439761 0.416301 0.39274 0.895187 0.502448 0.640195 0.474313 0.397703
threshold=0.096325000000000008 -0.39518999999999993 0.13707500000000003 1.0000000180025095e-35 -0.028564999999999997 -1.0000000180025095e-35 0.10644500000000001 0.034820000000000011 -0.076899999999999982 0.093970000000000012 0.082245000000000013 0.081465000000000024 0.090835000000000013 -0.085034999999999986 -0.10474999999999998 -0.076599999999999988 0.062655000000000016 0.081560000000000007 0.11581000000000001 0.098035000000000011 -0.51144999999999985 0.089200000000000015 -0.068929999999999977 0.12354000000000001 -0.39518999999999993 -0.14098499999999997 0.090900000000000009 -0.0038099999999999996 0.19444000000000003 -0.0037349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 9 -4 16 8 -8 10 11 12 13 -3 -7 -16 17 18 19 20 -1 22 -6 -24 28 -26 29 -28 -22 -27
right_child=1 2 5 -5 21 14 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 24 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.00022667814616608275 0.0014152189880657128 0.00081670407022379381 -0.00068780845163088117 -0.0006581564151397955 -0.00040363178828883758 0.0010659500441650301 0.00036226969706463027 -0.00042055218769178045 0.0012397746933039504 0.00018603048572704147 0.0020726749632512319 8.9443660166000442e-05 0.00083541320646745697 0.0020113140341256265 -0.00063404586110224806 0.00058170608428329766 0.0017286946018191971 0.00047448094794940397 0.0021976546638720037 0.00049317535844068349 0.0024110298577961079 -0.00014426936308557052 0.00059143262746659997 0.0014424892474506402 -0.00011974390751479486 0.0012238092597531699 0.001353879900910755 -0.00039897711419191684 0.0012928009728491066 0.0018874124810586497
leaf_weight=24 96 33 31 20 20 34 45 32 185 32 24 26 115 51 38 58 83 40 23 43 31 40 231 34 26 1562 21 22 53 48
leaf_count=24 96 33 31 20 20 34 45 32 185 32 24 26 115 51 38 58 83 40 23 43 31 40 231 34 26 1562 21 22 53 48
internal_value=0 0.00068257 0.000593199 0.000706522 0.00075156 0.00015258 0.00117687 0.00088627 0.00106809 0.00100934 0.00111514 0.00101301 0.00113367 0.001542 0.000352981 0.000100471 0.00121541 0.0011929 0.00120841 0.00119597 0.00121289 0.000528684 0.000623133 0.000700625 0.00122631 0.00120234 0.00122313 0.000457069 0.00170548 0.00124359
internal_weight=0 883 787 626 606 161 2238 262 230 281 249 225 199 84 130 96 1976 1893 1853 1830 1787 325 285 265 1763 1679 1653 43 84 1610
internal_count=3121 883 787 626 606 161 2238 262 230 281 249 225 199 84 130 96 1976 1893 1853 1830 1787 325 285 265 1763 1679 1653 43 84 1610
is_linear=0
shrinkage=0.00718087


Tree=1959
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 2 4 1 14 3 1 1447 159 1 0 3 52 1 2 47 14 52 10 475 16 40
split_gain=142.994 24.301 14.7794 11.3554 8.51479 8.35688 5.89647 4.943 4.55056 3.99101 3.97672 3.84401 2.87628 2.37508 2.12072 1.67687 1.72417 1.83339 2.03762 1.63837 1.59984 3.32102 2.53949 1.58781 1.76481 1.56321 1.49767 1.46517 1.33872 1.31393
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.17025000000000004 0.11474000000000002 0.40945500000000007 0.092845000000000025 0.062655000000000016 0.30112000000000005 0.090540000000000023 -0.082954999999999987 0.082585000000000006 0.085110000000000005 -0.072894999999999988 -0.010424999999999999 -0.56176499999999996 0.086920000000000011 0.09678500000000001 0.090100000000000013 -0.23083499999999998 0.40674500000000008 -0.38124499999999995 -0.088274999999999978 0.11346000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 7 12 10 -6 13 -5 14 29 25 -9 20 18 -18 -12 -17 -22 -23 24 -3 27 -10 -1 -7 -4
right_child=1 2 8 11 9 28 -8 15 26 -11 19 -13 -14 -15 -16 16 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018089236948020618 0.0020477602420603787 0.0014136099767499874 0.0010092607266858594 0.0018755276664471077 0.001861113302856173 0.001111420854653773 0.0012098943608981115 0.0022905502283363465 0.0005656148317446162 0.0010856172483256605 0.00096346084600606844 0.0011987169780404826 0.0024786074549128503 0.00068133708189258208 0.0019691169490482761 0.0022554112316435651 0.0021801239126160755 0.002568128637217012 0.0016828735814204243 0.0005757093257380652 0.0019371026553595106 0.0010897273488950495 0.0017868719274004099 0.0014501071496814276 0.000998594915691574 0.0017564987981671545 -2.0588481026798203e-07 0.002160125244293344 0.0016613355998926331 0.0014764770101801769
leaf_weight=33 76 33 26 37 80 26 22 41 34 23 44 58 59 22 241 36 78 21 31 88 605 22 39 34 168 28 20 1031 22 43
leaf_count=33 76 33 26 37 80 26 22 41 34 23 44 58 59 22 241 36 78 21 31 88 605 22 39 34 168 28 20 1031 22 43
internal_value=0 0.00117251 0.00106435 0.00201836 0.0012946 0.00204098 0.0020552 0.00206341 0.000783394 0.00168794 0.000886876 0.00146232 0.00212411 0.00115076 0.00210842 0.00196663 0.00195067 0.00212423 0.0020387 0.00070496 0.00191852 0.00190031 0.00153544 0.0011222 0.00106673 0.00213916 0.000356052 0.00214923 0.00136347 0.00130042
internal_weight=0 691 615 2430 338 2335 2287 2265 277 103 223 95 1392 91 1333 873 832 130 109 132 702 666 61 235 201 1092 54 1064 48 69
internal_count=3121 691 615 2430 338 2335 2287 2265 277 103 223 95 1392 91 1333 873 832 130 109 132 702 666 61 235 201 1092 54 1064 48 69
is_linear=0
shrinkage=0.0016407


Tree=1960
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 4 14 47 3 1 47 12 47 4 3 2 0 1 49 11 16 0 16 1 16 48
split_gain=315.297 37.9605 33.9496 20.8703 18.9801 15.9164 11.946 11.1352 8.66323 6.3835 6.33726 5.6805 4.6737 4.56024 4.35955 4.11222 3.96438 3.85549 3.90961 3.66977 3.63889 3.46684 2.97762 2.54696 2.63632 2.4301 2.30718 2.11393 2.00854 2.32501
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 -0.17966999999999997 0.40945500000000007 0.053180000000000012 0.076175000000000007 0.090100000000000013 -0.11171999999999999 0.12000500000000001 0.091680000000000011 0.13597000000000004 0.077555000000000013 -0.046564999999999988 0.092670000000000016 0.11411 -0.062294999999999996 0.16175000000000003 -0.085174999999999987 0.080455000000000013 -0.066924999999999985 -0.11173999999999999 -0.43320999999999993 0.13075500000000004 -0.090344999999999995 -0.035774999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 19 8 10 -5 11 15 25 -3 -1 -10 22 23 17 -14 -19 -2 -13 -7 -9 24 -8 26 -4 -6 29 -24
right_child=1 5 6 7 27 21 9 14 13 -11 -12 20 16 -15 -16 -17 -18 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015915766760591162 0.0021793673879305963 0.00098010101021186557 0.0024167060913060311 0.002450628959891895 0.0011821615479932004 0.00036638496633742607 0.0024299370740539891 0.0017751195308180164 0.0010616502437147729 0.0019512326986722748 0.0030993100394019128 0.0019403018586002753 0.002559813840182285 0.00042742821544375234 0.001892703985250412 0.0017348386161437981 0.00283571969128727 0.0021934873466416933 0.0014417110725877403 0.0014191325861807192 0.001075623022400569 -0.00035942963185746764 0.0010174207961793189 0.0026536080128176476 0.0022195270407367445 0.0025069033997074937 0.0017423036580122664 0.00060139951296941311 0.00093473657236267183 0.00176568345632159
leaf_weight=26 92 107 35 28 50 90 298 21 44 139 46 34 58 88 31 29 32 96 22 20 20 21 22 66 319 1156 21 24 65 21
leaf_count=26 92 107 35 28 50 90 298 21 44 139 46 34 58 88 31 29 32 96 22 20 20 21 22 66 319 1156 21 24 65 21
internal_value=0 0.00102463 0.00233039 0.00191392 0.00162595 0.000747788 0.00241372 0.00151484 0.0009443 0.00226653 0.00251329 0.00119474 0.00223455 0.000638836 0.00135107 0.00232809 0.00231493 0.00222024 0.00205333 0.00204361 0.00162005 0.000229069 0.00122091 0.00235328 0.00232115 0.00249105 0.00216381 0.000993806 0.00111315 0.00138285
internal_weight=0 590 2531 422 186 404 2109 188 293 851 1258 161 234 132 160 712 208 176 118 112 54 111 129 683 617 1212 56 74 108 43
internal_count=3121 590 2531 422 186 404 2109 188 293 851 1258 161 234 132 160 712 208 176 118 112 54 111 129 683 617 1212 56 74 108 43
is_linear=0
shrinkage=0.00160853


Tree=1961
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 2 4 150 4 50 1 43 2 47 0 12 0 3 43 12 12 15 0 0 11 16 0 0
split_gain=147.404 17.6845 14.8275 13.1595 8.82255 7.15595 5.72015 4.1297 3.72466 3.29886 3.21617 2.98283 2.96905 2.9674 2.89514 2.51517 2.43102 2.42655 2.32672 2.29564 3.14694 2.13867 2.11779 1.76574 1.7487 1.73704 1.60785 1.63373 1.60702 1.39535
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.27044500000000005 0.090455000000000021 0.10803500000000001 0.033845000000000007 0.09487000000000001 0.41379000000000005 0.086295000000000011 0.12958500000000003 -0.066504999999999995 0.087470000000000006 0.10019500000000002 -0.14832499999999996 0.093965000000000007 -0.15350499999999997 0.095270000000000007 -0.083134999999999987 -0.042789999999999988 0.13597000000000004 -0.081924999999999984 -0.11173999999999999 -0.064754999999999993 0.080455000000000013 -0.073404999999999984 -0.043914999999999989 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 7 17 16 9 22 13 15 23 -12 14 -1 18 -4 -5 -2 20 -6 -9 26 29 -18 -17 27 -8 -20 -3
right_child=1 11 6 5 19 -7 8 21 -10 -11 12 -13 -14 -15 -16 25 24 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010499667289565354 0.0014343439249715239 0.00079817091979932466 0.0023509652476931629 0.0021643865770672351 0.0012353892790008464 0.0009462565093908763 0.0019611678451387678 0.0015755179056984193 0.001611666165754558 0.0012072788177102207 0.0009700065825811819 0.00092513118364681145 0.00050589809095508338 0.0019400966767720658 0.0017875113746047284 0.001764242242847688 0.0016741761250319879 0.0015887504050793751 0.00070376686999730584 0.0014547256604489965 0.00043554638137201517 0.00089645521494456334 0.0014486636412634562 -4.7514316091477902e-05 0.0019944754376704796 0.0011018726306821895 0.0021294492162474525 0.0018014614864389988 0.0011419411263854447 0.00031313927702132898
leaf_weight=21 22 21 48 24 35 44 285 28 169 23 75 27 68 195 40 20 46 90 63 39 20 21 29 25 1069 21 67 396 33 57
leaf_count=21 22 21 48 24 35 44 285 28 169 23 75 27 68 195 40 20 46 90 63 39 20 21 29 25 1069 21 67 396 33 57
internal_value=0 0.000973088 0.00186589 0.00112113 0.00159066 0.00149727 0.00192097 0.00171517 0.00182808 0.00179081 0.000924347 0.00044924 0.000749312 0.00184324 0.0015336 0.00108177 0.00199652 0.00170994 0.000962516 0.00115621 0.000944537 0.00128449 0.00187516 0.000324492 0.00198126 0.00142498 0.00189169 0.0018683 0.000854389 0.000443725
internal_weight=0 590 2531 460 422 158 2109 328 946 279 302 130 143 256 61 159 1163 114 118 94 55 49 777 103 1115 41 748 681 96 78
internal_count=3121 590 2531 460 422 158 2109 328 946 279 302 130 143 256 61 159 1163 114 118 94 55 49 777 103 1115 41 748 681 96 78
is_linear=0
shrinkage=0.00160853


Tree=1962
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 4 14 1 2 1 50 3 131 2 51 15 47 51 4 14 0 157 475 13 52 150 40
split_gain=185.858 31.6407 18.887 15.4014 10.7615 7.25706 7.25614 8.61893 6.10668 5.79141 4.93568 4.20209 2.95697 3.04779 2.84813 2.35769 2.59631 2.35574 2.33778 1.89595 1.86364 1.77192 1.71747 1.71302 1.69222 1.50766 1.5053 1.50435 1.7514 1.50265
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27834500000000006 0.14285500000000004 0.40945500000000007 0.27834500000000006 0.062655000000000016 0.092845000000000025 0.092235000000000025 0.080270000000000022 0.083090000000000011 -0.096544999999999978 0.086835000000000009 0.31358000000000003 0.0053700000000000006 0.024640000000000006 0.090100000000000013 0.11144500000000002 -0.013514999999999998 -0.23083499999999998 -0.026509999999999995 -0.41266499999999995 -0.08230999999999998 -1.0000000180025095e-35 0.039215000000000007 0.081835000000000019 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 5 9 7 29 21 11 -5 12 20 14 -14 16 -8 -16 19 22 -1 -4 -2 -6 -13 -26 -9 28 -27 -3
right_child=1 6 8 10 23 -7 15 26 -10 -11 -12 24 13 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0020307495394234418 0.0012667560919778808 0.00092031555383959463 0.0019818488337705912 0.0017500485792158187 0.0015569957840004705 0.0011389967876677366 0.000474411857612764 0.00052852884073057381 0.0011856674635424003 0.0023079575264368627 0.0010954915617591029 0.0021856892642476916 0.0013775560202338014 0.0019986325252479053 0.0018855209274445668 0.00085866511825835677 -9.7676109748957052e-05 0.0014384461819336976 0.0014938055118367249 0.001352673795005121 0.0016762697790558532 0.0016523743078456134 0.00091347337109089124 0.0010260737756788794 0.0020567470173433991 0.0017674819499206877 0.00092596695346469204 0.0018794698973473513 0.0013389007153075203 0.001365432990884816
leaf_weight=951 33 20 73 37 22 22 70 74 36 84 58 27 30 254 208 22 20 26 24 31 30 57 148 26 52 287 25 296 20 58
leaf_count=951 33 20 73 37 22 22 70 74 36 84 58 27 30 254 208 22 20 26 24 31 30 57 148 26 52 287 25 296 20 58
internal_value=0 0.00108008 0.00133414 0.00190312 0.00192561 0.00193938 0.00072667 0.000903174 0.00169605 0.00194715 0.00135042 0.00193326 0.00197472 0.00188913 0.00178377 0.000447732 0.000347281 0.00183585 0.00107958 0.00103269 0.00201991 0.00183739 0.000977884 0.00126941 0.00184213 0.00182797 0.000628892 0.00180824 0.00173956 0.0012513
internal_weight=0 691 402 2430 2335 2287 289 177 166 2265 95 2181 1499 518 264 112 90 234 236 212 981 130 181 48 682 655 99 603 307 78
internal_count=3121 691 402 2430 2335 2287 289 177 166 2265 95 2181 1499 518 264 112 90 234 236 212 981 130 181 48 682 655 99 603 307 78
is_linear=0
shrinkage=0.00140032


Tree=1963
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 2 39 42 14 4 48 1 3 47 52 49 52 4 15 1 0 2 12 42 43 2 15 0 4
split_gain=240.143 37.974 20.4746 15.9921 12.2053 10.6019 7.44181 7.09834 5.84227 5.38719 4.80269 4.2314 3.99933 5.5459 3.7101 3.50092 3.38307 3.15462 2.47336 2.70222 7.2938 2.27362 2.09016 1.96405 1.9481 2.22745 1.88203 1.79968 1.72221 1.6005
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.089775000000000008 0.13501500000000002 0.087735000000000021 -0.076394999999999977 0.062655000000000016 -0.17966999999999997 -0.015314999999999997 0.085760000000000017 -0.11171999999999999 1.0000000180025095e-35 -0.53964499999999982 -0.054984999999999992 0.048770000000000008 -0.013514999999999998 -0.21699999999999997 0.086920000000000011 0.18019500000000002 0.11411 0.09202500000000001 -0.11051499999999999 0.066275000000000014 0.14122000000000004 -0.42198999999999992 -0.095504999999999993 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 9 11 10 -4 12 -3 -7 -1 -14 -9 -2 -17 -6 21 -20 23 24 -5 -21 -13 -26 29 -24 -15 -12
right_child=1 4 8 22 17 6 -8 14 -10 -11 26 18 13 28 -16 16 -18 -19 19 20 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023224245445985759 0.0023321352337806181 0.0019311473533250038 0.0022007967753292917 0.0014805298782137471 0.0002608155613891896 0.0016456489301271595 0.0015265549114504768 0.00071750825204814771 0.0013326616433548121 0.0027155634702003269 0.0010455140364660311 0.0026407719065098508 0.0014036578036176989 0.0019400511780007131 0.0012441776579635608 0.0013070148089816404 0.0019623820797015404 0.00082153364522428995 0.0024633629389501201 0.002180832741152296 0.0012717693865087691 0.0017257272701801689 0.0012769147484916923 0.0019579604191806866 0.0022486066475536403 0.0019523733779378658 0.000756923302808102 0.00074461587028403268 0.0022229277802549101 0.0013494513519574944
leaf_weight=886 41 20 21 30 57 39 48 122 76 59 60 23 20 52 37 21 82 34 31 173 26 20 26 163 372 63 20 28 376 95
leaf_count=886 41 20 21 30 57 39 48 122 76 59 60 23 20 52 37 21 82 34 31 173 26 20 26 163 372 63 20 28 376 95
internal_value=0 0.00119391 0.00217656 0.00167739 0.000946201 0.00220362 0.00208565 0.00106853 0.00152061 0.00228475 0.00125482 0.00211514 0.0022657 0.00215352 0.000840067 0.00197208 0.00182876 0.000470315 0.00213616 0.00205054 0.00201519 0.00220656 0.0011722 0.00207271 0.00222755 0.0022057 0.00117753 0.00100091 0.00218856 0.0012318
internal_weight=0 673 2448 228 445 2351 958 354 97 1393 195 910 1334 448 159 144 103 91 871 393 362 478 84 336 458 435 175 54 428 155
internal_count=3121 673 2448 228 445 2351 958 354 97 1393 195 910 1334 448 159 144 103 91 871 393 362 478 84 336 458 435 175 54 428 155
is_linear=0
shrinkage=0.00145689


Tree=1964
num_leaves=31
num_cat=0
split_feature=1 3 1 1 44 4 2 402 10 133 123 13 12 2 47 4 42 13 16 16 3 0 4 11 1 2 3 159 43 0
split_gain=6.80735 1.48632 0.844659 0.785424 0.853942 0.708091 0.650484 0.612672 0.536925 0.430638 0.429051 0.607676 0.513401 0.493717 0.577559 0.449134 0.833414 0.765265 0.564533 0.555404 2.10553 0.441541 0.410773 0.405467 0.502628 0.792494 1.53723 0.666623 0.914315 0.822279
threshold=0.10337500000000001 -0.034684999999999994 0.13075500000000004 0.14262000000000002 0.083555000000000018 0.40124500000000002 0.092120000000000021 0.086055000000000006 -0.012054999999999998 0.085895000000000013 0.084025000000000016 -0.07743499999999999 0.087215000000000015 0.092755000000000018 0.081320000000000017 -0.012164999999999999 -0.11051499999999999 0.10591500000000001 -0.079734999999999986 0.38525000000000004 -0.10519499999999998 -0.059114999999999994 0.50644500000000015 0.080455000000000013 0.076935000000000017 0.086100000000000024 0.086245000000000016 0.050895000000000003 -0.081289999999999987 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 -3 6 23 9 -5 22 11 12 -8 -13 15 16 -15 -17 -18 20 -20 -14 -2 24 -1 27 -27 29 -29 -26
right_child=1 3 -4 8 -6 -7 10 -9 -10 -11 -12 13 21 14 -16 17 18 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0021463717331366527 0.0020982294039387371 0.00085080446402072184 0.00062713278173394632 -0.0010265489377552261 0.0025396178285575517 0.00053403629852093767 0.0030438737063027623 0.00039271794365082138 0.00044410842694967415 0.00084365396017476346 0.00098890353544370214 0.00056972709041032648 0.0021841369097901422 0.003426885700964926 0.0026739075335361585 0.001550052473946711 0.0030257949474996474 1.6616181631835072e-05 -0.0010201589468902665 0.0022437783076439898 0.0017194827752247909 0.0011287035484265704 0.00089665321376597104 0.0029126948492271269 0.0035480819667509187 -0.00080452352239573205 0.0018560094279974038 -0.00022437556393165142 0.0019239097775290146 0.0019765935988348242
leaf_weight=978 169 319 55 20 20 22 36 20 71 24 41 24 147 20 38 185 20 23 20 68 149 30 20 34 22 20 43 20 33 430
leaf_count=978 169 319 55 20 20 22 36 20 71 24 41 24 147 20 38 185 20 23 20 68 149 30 20 34 22 20 43 20 33 430
internal_value=0 0.00107009 0.00151086 0.000774883 0.000950439 0.00194988 0.00196296 0.00171947 0.000120887 0.00184404 0.00177891 0.00182153 0.00218079 0.00168163 0.00173266 0.00165891 0.00186798 0.00138049 0.00174666 0.00163872 0.00139526 0.00200525 0.00197108 0.00205626 0.00203743 0.00184985 0.0010114 0.00195444 0.00111324 0.00205308
internal_weight=0 718 288 430 339 2403 2381 233 91 213 801 760 213 547 523 485 277 208 257 237 169 177 189 1580 1546 568 63 505 53 452
internal_count=3121 718 288 430 339 2403 2381 233 91 213 801 760 213 547 523 485 277 208 257 237 169 177 189 1580 1546 568 63 505 53 452
is_linear=0
shrinkage=0.00792826


Tree=1965
num_leaves=31
num_cat=0
split_feature=1 3 4 148 4 133 14 16 13 2 132 3 15 4 43 3 4 0 4 48 1452 42 49 12 130 151 12 1 4 1
split_gain=5.51395 1.25928 0.848717 0.719373 0.573554 0.556431 0.556199 0.711908 0.599733 0.550204 0.516378 0.666309 0.492755 0.677571 0.585504 0.600356 0.663281 0.685866 0.653781 0.879219 0.636018 0.592239 0.594749 0.616185 0.54241 0.492496 0.474144 0.433582 0.430456 0.424905
threshold=0.10337500000000001 0.31299000000000005 0.26790000000000008 -0.065034999999999996 0.40124500000000002 0.087435000000000013 -0.46166999999999997 -0.4179199999999999 -0.059629999999999996 0.14122000000000004 0.10613500000000002 0.42240500000000009 0.040760000000000005 -0.15464999999999998 -0.51144999999999985 0.090900000000000009 -0.49013999999999996 -0.075934999999999989 -0.46376499999999993 0.082620000000000013 0.087590000000000015 0.087075000000000014 0.0043850000000000009 0.092550000000000007 0.09567500000000001 0.050660000000000004 0.09334000000000002 0.12165500000000001 0.42642000000000008 0.13743000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 -5 -4 25 -9 12 11 -3 14 -14 -1 16 26 20 -17 -20 -18 22 23 -19 -24 27 -16 28 -8 -29
right_child=1 10 6 5 -6 -7 7 8 -10 -11 -12 -13 13 -15 15 18 17 21 19 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00050360213550284399 -6.2324807304997044e-05 0.00031502365316702562 0.0015759273877802963 0.0016956801960467793 0.00051005122261697734 0.00074635312972945976 0.00064487175360155831 0.00054317807003012391 -0.0014115152512623008 0.00090857476094559873 0.0012582829728236581 -0.0013995150578975646 0.0030458082426059359 0.0019798807619553363 0.0032873938958579755 0.0019724076043633179 0.0018700446864586746 -0.00014212843632005806 -0.000681472880702625 0.0014484366985369993 0.0030125219942562236 0.0018626209850103465 0.0025730261941679434 0.0016161200167539708 0.00083466600490145063 0.0019573813873976081 0.0016869492487929239 -0.00055360965302134689 0.0019802048690077166 0.00095569299373029538
leaf_weight=25 21 68 53 274 22 52 54 25 20 41 26 21 44 1040 38 42 824 43 23 34 36 99 24 21 27 25 20 31 25 23
leaf_count=25 21 68 53 274 22 52 54 25 20 41 26 21 44 1040 38 42 824 43 23 34 36 99 24 21 27 25 20 31 25 23
internal_value=0 0.00102203 0.00117591 0.00144703 0.0018623 0.00154425 0.000808418 0.000608034 -0.000325575 0.0018748 0.000215193 -8.95304e-05 0.00189173 0.00202315 0.0017783 0.00180419 0.00185914 0.00181181 0.0011759 0.000588999 0.00191787 0.00138558 0.000974918 0.000434797 0.00165272 0.000873935 0.00273552 0.00067028 0.00106745 8.92415e-05
internal_weight=0 718 603 347 2403 326 256 203 45 2381 115 89 2340 1084 1256 1231 1132 1074 99 57 860 214 115 64 51 158 58 133 79 54
internal_count=3121 718 603 347 2403 326 256 203 45 2381 115 89 2340 1084 1256 1231 1132 1074 99 57 860 214 115 64 51 158 58 133 79 54
is_linear=0
shrinkage=0.00841354


Tree=1966
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 41 1 133 13 13 12 31 8 2 0 3 14 0 484 15 16 4 160 41 3 0 43 2 4 12
split_gain=4.47488 1.37186 1.08604 1.29695 0.79064 0.710403 0.735628 0.773453 0.76551 0.861637 0.696801 0.564237 0.533597 0.531864 1.11186 0.542084 0.515822 0.466546 0.442879 0.527128 0.435502 0.636505 0.544931 0.388724 0.433848 0.653712 1.00667 1.26978 0.95977 0.534692
threshold=0.096325000000000008 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.091290000000000024 0.13869000000000004 -1.0000000180025095e-35 -0.47860499999999995 -0.059629999999999996 0.089795000000000014 -0.077289999999999984 0.086615000000000011 0.10644500000000001 0.034820000000000011 -0.0063699999999999989 0.062655000000000016 -0.086074999999999985 -0.076559999999999975 0.013270000000000002 0.0073350000000000004 0.42642000000000008 0.089015000000000011 0.081560000000000007 -0.15713499999999997 -0.073574999999999988 -0.083684999999999996 0.08839000000000001 -0.080364999999999978 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 -3 6 7 -4 -8 -10 -5 -6 -13 16 15 -15 23 -12 -9 20 21 22 -20 24 -1 -26 27 -27 29 -28
right_child=1 2 5 10 11 -7 8 18 9 -11 17 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0020134530199721239 0.0014447352883602486 0.0013557435110627169 -0.00033115816509759197 0.002081982147657974 0.00075220519997984891 0.0015471701694155006 0.0007316178772925066 -0.00022899554343941883 -0.0013535090781680002 0.00019834623762644203 0.00047939029668503077 -0.00061172872817306077 0.00053151925001940193 0.0012456650356899971 -9.1687808296896041e-05 0.00016858384160696563 0.0017822131818165433 0.0012718767892395072 0.00042317519867693507 0.0014611376048601628 1.6081304953874358e-05 0.001445839749024354 0.0014970808892631356 0.00066898860582509996 0.0013236607294279529 -0.0010279552258399582 0.0013090029422333264 0.00094661674798308297 0.00067918520022236539 0.0023297919234780795
leaf_weight=32 96 31 37 33 47 22 27 22 27 29 38 39 27 210 32 20 83 123 153 31 42 38 21 40 1596 20 65 35 76 29
leaf_count=32 96 31 37 33 47 22 27 22 27 29 38 39 27 210 32 20 83 123 153 31 42 38 21 40 1596 20 65 35 76 29
internal_value=0 0.000739228 0.000653168 0.000920824 0.000471356 0.000451682 0.00039524 0.000522693 -0.000133 -0.00054987 0.00125445 0.000228737 -0.000144036 0.00126476 0.0010001 0.00115201 0.00129986 0.00108483 0.0006256 0.000691569 0.000597645 0.00071286 0.000552785 0.00127871 0.00129187 0.00127919 0.000963732 0.000228591 0.00120157 0.00162393
internal_weight=0 883 787 338 144 449 427 344 83 56 194 113 66 2238 262 230 1976 161 307 285 254 212 174 1893 1853 1821 225 55 170 94
internal_count=3121 883 787 338 144 449 427 344 83 56 194 113 66 2238 262 230 1976 161 307 285 254 212 174 1893 1853 1821 225 55 170 94
is_linear=0
shrinkage=0.00625138


Tree=1967
num_leaves=31
num_cat=0
split_feature=1 4 2 15 96 48 2 10 14 133 2 1 10 1 15 50 1 0 4 131 2 4 50 14 43 123 479 159 3 52
split_gain=3.62466 1.15541 0.996728 0.977792 0.832765 0.687122 0.669865 0.744955 0.727236 0.531861 0.468355 0.738457 0.460584 0.587138 0.640892 0.443998 0.437499 0.542923 0.501456 0.730412 0.432123 1.07954 0.493706 0.451054 0.450894 0.412373 0.39347 0.482979 0.684939 0.801662
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 0.087655000000000025 -0.088719999999999979 1.0000000180025095e-35 0.058500000000000003 -0.46413499999999996 -1.0000000180025095e-35 0.10699500000000002 0.10612500000000001 -0.39840999999999999 0.13657000000000002 -0.41942499999999994 0.081075000000000022 0.10984500000000001 -0.066089999999999996 0.010840000000000001 0.090175000000000019 0.11362000000000001 -0.064804999999999988 -0.23848499999999997 0.062655000000000016 -0.52440999999999993 0.083855000000000013 0.098035000000000011 -0.0041699999999999992 -0.086049999999999988 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 15 4 12 5 -3 7 16 -8 -10 -11 -12 -4 -14 -15 -2 17 -7 19 -18 22 -22 -1 24 -24 -9 27 28 -26 -30
right_child=1 2 3 -5 -6 6 8 25 9 10 11 -13 13 14 -16 -17 18 -19 -20 -21 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0021150680335542808 0.0014450447834539297 0.0019143490796463773 0.001269368439360099 -0.00088292693966766564 -0.00041345608921615208 0.00097252396480567154 0.0015730928309051269 -0.00017895271362286947 -0.00038950056712990601 -6.1047658880071813e-05 0.0017714132780218095 0.00047988929641182916 0.00087123511760973395 0.00044780124911274606 -0.00079241298875629628 0.00047737386187524919 0.0027724444165597283 -0.00017463689422860223 0.0010465554340587397 0.0010697867455705845 -0.00050359980181435859 0.001043960018591936 0.00024846340115813604 0.001636071720820793 0.0019462660957429434 0.00093511962709063462 0.00057715807064231191 0.0011357073878536263 0.00033726971517089588 0.0013963412798876425
leaf_weight=23 98 20 20 31 26 104 22 35 33 48 21 126 36 36 32 24 20 20 88 21 21 144 22 83 74 22 45 1592 34 200
leaf_count=23 98 20 20 31 26 104 22 35 33 48 21 126 36 36 32 24 20 20 88 21 21 144 22 83 74 22 45 1592 34 200
internal_value=0 0.000678611 0.000586258 0.000129966 0.000702966 0.000753013 0.000711536 0.000909582 0.00046596 0.000359131 0.000485823 0.000664393 0.000383189 0.00021277 -0.000135829 0.00125468 0.00105795 0.000787498 0.00131792 0.00190035 0.00116105 0.000846998 0.00118605 0.00117563 0.0011562 0.00025104 0.00116647 0.00118042 0.00141156 0.00124246
internal_weight=0 883 761 155 606 580 560 310 250 228 195 147 124 104 68 122 253 124 129 41 2238 165 2073 2050 1967 57 1945 1900 308 234
internal_count=3121 883 761 155 606 580 560 310 250 228 195 147 124 104 68 122 253 124 129 41 2238 165 2073 2050 1967 57 1945 1900 308 234
is_linear=0
shrinkage=0.00637641


Tree=1968
num_leaves=31
num_cat=0
split_feature=1 105 2 52 1456 402 123 14 51 45 4 1 1 2 124 3 16 52 2 133 2 0 2 159 123 12 0 457 0 4
split_gain=2.9525 0.789066 1.57628 0.644139 0.58609 0.48665 0.481328 0.626728 0.769196 0.460899 0.465812 0.612462 0.70107 0.580159 0.404009 0.394708 0.387214 0.411579 0.551425 0.486311 0.464706 0.418329 0.375851 0.358608 0.357786 0.371247 0.637011 0.453448 0.718089 0.488793
threshold=0.10293500000000001 1.0000000180025095e-35 0.31358000000000003 -0.40967499999999996 -0.049894999999999995 0.09388500000000001 0.12630500000000003 -0.22253999999999999 -0.069724999999999995 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.088745000000000004 -0.087394999999999987 -0.0080949999999999998 -0.45661999999999997 -1.0000000180025095e-35 0.12595500000000001 0.089405000000000012 0.12198500000000001 -0.091794999999999988 0.13913500000000004 0.10382000000000001 0.10388000000000001 0.11734000000000001 -0.019414999999999998 0.083415000000000017 -0.23091999999999999 0.27287000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 6 7 8 -6 10 22 13 -13 -12 -9 -14 -15 18 19 -18 21 -19 -1 24 25 26 27 29 -29 -16
right_child=1 -3 -4 4 5 -7 -8 14 -10 -11 11 12 15 16 23 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012005611231880129 0.0012252906464952119 0.0020476664717862065 -0.001068579688136792 0.0016587990215497759 0.0004170912011283301 -0.00037078748655794766 -0.00045629047800500503 0.0013017628430434666 0.0017416089418527091 0.0021119843754716988 0.0021695448822382423 -0.00076827632271378216 6.9984995634194297e-05 0.0014074842491706195 0.00078472398548258657 0.0014493215123981792 0.0015454649936131005 0.0004081352036226815 0.0022025268102776347 6.7390681656291204e-05 -0.00050209129389426881 0.0015657283267413195 0.00021129443578493643 0.0010540240277624739 0.001238918869966413 0.0010004644790927815 -0.00063952920444495013 0.00069940905499776883 -0.001142940897409818 8.0210418815884255e-05
leaf_weight=2016 93 20 28 25 40 29 22 31 52 26 22 22 20 68 124 23 22 60 20 24 20 22 20 45 23 36 38 20 24 86
leaf_count=2016 93 20 28 25 40 29 22 31 52 26 22 22 20 68 124 23 22 60 20 24 20 22 20 45 23 36 38 20 24 86
internal_value=0 0.000640853 0.000601557 0.000669528 0.000582661 0.000535461 0.00058404 0.000628139 0.00116573 0.00116113 0.00115065 0.000897311 0.000274339 0.00105426 0.000512311 0.00080777 0.000950294 0.000765241 0.00120709 0.000774296 0.000479336 0.000718709 0.00119084 0.000450511 0.000373137 0.000312427 0.000227601 0.000357329 -0.000305509 0.000496209
internal_weight=0 736 716 688 595 570 541 519 92 2385 2359 323 65 258 427 43 236 168 66 46 102 82 2036 396 351 328 292 254 44 210
internal_count=3121 736 716 688 595 570 541 519 92 2385 2359 323 65 258 427 43 236 168 66 46 102 82 2036 396 351 328 292 254 44 210
is_linear=0
shrinkage=0.00718087


Tree=1969
num_leaves=31
num_cat=0
split_feature=1 3 4 2 30 13 15 43 43 13 43 12 2 132 49 457 15 4 0 401 4 474 1208 1210 51 16 50 1212 1212 1447
split_gain=2.43644 0.836936 0.662444 0.643253 0.686121 0.562338 0.561833 0.497558 0.469703 0.398984 0.625657 0.396725 0.456716 0.370684 0.497261 0.403176 0.403959 0.368633 0.352214 0.731407 0.908254 0.593552 0.644968 1.41718 0.60944 0.402746 0.400968 0.547356 0.807386 0.527712
threshold=0.096325000000000008 0.31299000000000005 -0.15764999999999998 1.0000000180025095e-35 0.086430000000000021 0.11596500000000001 -0.46743999999999997 0.0041500000000000009 -0.079734999999999986 -0.078279999999999975 -0.09225499999999999 -0.42850999999999995 0.15950500000000004 0.090440000000000006 0.15266500000000002 0.094310000000000019 1.0000000180025095e-35 0.27834500000000006 -0.074229999999999977 0.080710000000000018 -0.55119499999999988 0.087530000000000011 0.099975000000000008 -0.065959999999999977 -0.034734999999999995 -0.066924999999999985 0.10917 -0.040879999999999993 -0.087464999999999987 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 9 6 -5 13 -6 -4 -11 -3 -13 14 15 16 -8 -7 26 20 -20 22 23 -22 -23 -25 27 28 -1 -29
right_child=1 11 3 5 8 17 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 24 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0012342209835345236 0.0010985777946554882 0.00063702793478793236 0.001426790314584134 0.0012404702710231935 0.00064058514048929028 -0.0010098230082898033 0.00067085991211300068 -0.00049634942593818131 -0.00065475222005954381 0.0016887005336561189 0.00063706270646444454 9.3154324996346413e-05 -0.0010242739583642203 -0.00036410007789388016 -0.00033715337927069127 -4.9846137390761056e-06 0.0016825911905964832 0.00024864168507039995 0.0021530451757066325 -6.1046768391213949e-05 -0.0010564564786894155 0.0021807327985958274 0.0016422508866982032 0.0011823378320716144 0.00065283615512990389 0.00063463656601722533 0.00069609859218251985 0.0015820554455483968 0.0026132436431808084 0.00098757509766061948
leaf_weight=124 121 35 54 36 28 20 132 27 22 29 176 60 22 22 25 33 20 21 24 38 20 27 32 77 20 254 150 69 22 1381
leaf_count=124 121 35 54 36 28 20 132 27 22 29 176 60 22 22 25 33 20 21 24 38 20 27 32 77 20 254 150 69 22 1381
internal_value=0 0.00056833 0.000648152 0.000563653 0.000782116 0.000362745 0.000463923 0.000355986 7.06367e-05 0.000919467 0.000785831 4.57368e-05 -0.000206644 0.00045518 0.00054101 0.00065968 0.000803982 -0.000365244 0.000979849 0.00082307 0.000897071 0.00082697 0.000740628 0.000658429 0.00153056 0.000762047 0.00102403 0.00105485 0.00144202 0.00101586
internal_weight=0 883 766 645 309 336 295 259 50 259 205 117 82 232 210 185 152 41 2238 492 454 430 383 351 47 331 1746 1596 146 1450
internal_count=3121 883 766 645 309 336 295 259 50 259 205 117 82 232 210 185 152 41 2238 492 454 430 383 351 47 331 1746 1596 146 1450
is_linear=0
shrinkage=0.00663402


Tree=1970
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 14 2 0 49 4 2 1 4 49 50 12 4 1 475 150 1 1 2 40 4 16 1
split_gain=203.854 32.0022 17.368 13.717 11.2738 9.04646 7.8471 6.18072 6.13843 5.87678 4.99092 6.61013 4.48734 4.43546 4.37229 4.27306 3.31276 2.62317 2.26983 2.33442 2.12675 2.12093 2.16529 1.95955 1.88244 1.52571 1.45613 1.41387 1.6112 1.3587
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 -0.062539999999999984 0.14960000000000004 0.083135000000000014 0.0061450000000000003 -0.054984999999999992 0.086295000000000011 0.087765000000000024 -0.52556499999999995 0.13075500000000004 -0.066784999999999983 1.0000000180025095e-35 0.089770000000000016 0.13436000000000001 0.087675000000000017 -0.077714999999999992 0.057560000000000007 -0.074319999999999983 0.12040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 26 -4 10 -8 11 14 -11 21 -1 18 -2 -6 19 -12 -5 -7 27 -21 -14 -16 -3 28 -23 -18
right_child=1 4 7 20 17 13 9 -9 -10 12 15 -13 24 -15 25 -17 29 -19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018167917562913684 0.0011162838999571338 0.0006291795128427779 0.0017320932748954927 0.0010254045486693109 0.00012366354970413633 0.0019848752243092353 0.0015750877570759956 0.00093018735860582013 0.0023244947637035911 0.0014219482993207174 0.0024958768325814965 0.0021911109161345398 0.00082750234001408658 0.0010622925278231611 0.0014591096684963109 0.0016382531383454444 0.0018380982270451236 0.0006985695134403521 0.0018821548760514181 0.0019984061581023106 0.00049152417435419831 0.0020559892641437766 0.0012349487132775057 0.0015746503429351312 0.00035425930039750537 0.0010018465275234731 0.00025549969769404491 0.0015434175500800772 0.0017076584817288969 0.0014701557248599198
leaf_weight=44 23 46 34 60 88 55 30 63 79 28 21 36 158 26 30 118 90 23 818 702 24 36 25 26 22 38 50 97 200 31
leaf_count=44 23 46 34 60 88 55 30 63 79 28 21 36 158 26 30 118 90 23 818 702 24 36 25 26 22 38 50 97 200 31
internal_value=0 0.000897878 0.00183981 0.00135964 0.000661288 0.00186575 0.00080037 0.00121127 0.0019108 0.000947925 0.00189297 0.0016261 0.000857469 0.00166952 0.00144448 0.00191641 0.0016436 0.000242788 0.00193736 0.00199764 0.000872867 0.00170775 0.00166517 0.00198327 0.000769662 0.00120358 0.000434555 0.00169747 0.00176079 0.00174383
internal_weight=0 673 2448 228 445 2351 334 97 1912 238 1833 148 208 439 112 1685 144 111 1567 749 84 413 358 728 180 68 96 333 236 121
internal_count=3121 673 2448 228 445 2351 334 97 1912 238 1833 148 208 439 112 1685 144 111 1567 749 84 413 358 728 180 68 96 333 236 121
is_linear=0
shrinkage=0.00151575


Tree=1971
num_leaves=31
num_cat=0
split_feature=1 4 457 150 2 1 4 9 40 131 0 149 43 51 133 133 403 402 403 403 403 1210 1213 12 1213 3 403 12 130 0
split_gain=2.61609 0.872744 0.855121 0.568903 0.554924 0.505492 0.42418 0.382247 0.394602 0.374237 0.478474 0.347002 0.366827 0.339396 0.337066 0.674245 0.550902 0.678333 0.643479 0.560695 0.676428 0.546904 0.536089 0.656967 0.688347 0.467377 0.432526 0.665105 0.426226 0.478227
threshold=0.096325000000000008 0.26790000000000008 0.079590000000000008 -0.097839999999999996 0.25063000000000007 0.13743000000000002 -0.0086549999999999978 -1.0000000180025095e-35 -0.081564999999999985 0.081165000000000001 0.034820000000000011 0.07770500000000001 0.0061450000000000003 -0.11063499999999998 0.11524500000000001 0.12330000000000001 -0.5492149999999999 -0.088779999999999984 -0.53101999999999994 -0.071919999999999984 -0.43370499999999995 1.0000000180025095e-35 0.039620000000000009 0.086305000000000007 0.085435000000000025 -0.086554999999999979 -0.084964999999999985 0.091475000000000015 -0.11198999999999999 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 9 7 -4 -5 -9 10 11 12 -3 -10 21 -16 -17 19 -19 20 -18 22 28 24 -24 -25 -27 -28 -1 -30
right_child=1 4 6 5 -6 -7 -8 8 13 -11 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 23 25 -26 26 27 -29 29 -31
leaf_value=0.0016659570953257378 -0.00020714255137947612 0.00037401393078077041 0.00041020850919105435 0.00016958564179671049 -0.00055963271904129364 0.00021310821658538303 -0.00045710480204649569 0.0016533287119896878 0.0011833747401819772 -8.5438551832022966e-05 0.001223877555891828 0.0010273402551892684 -0.00031139362587422433 0.00074828976428744569 -0.00010067003506439901 0.0013950423842495876 0.00079901127205024623 -0.00041051463244187129 0.00058934911919977155 0.00037957401483192311 0.0017667355525173443 0.0015812942517647553 0.0024244923236285076 0.00037986162132451397 0.001163551422629348 0.00065662006712208394 0.0020764207061567275 0.00089800742702018693 0.00084556346737592292 5.175871208179408e-06
leaf_weight=20 20 183 48 26 24 47 29 20 72 56 22 22 29 285 31 40 57 26 100 38 39 36 23 35 35 37 28 34 1637 22
leaf_count=20 20 183 48 26 24 47 29 20 72 56 22 22 29 285 31 40 57 26 100 38 39 36 23 35 35 37 28 34 1637 22
internal_value=0 0.000497139 0.000636652 0.000727265 0.000270015 0.000768794 8.3558e-05 0.000833601 0.000879396 0.000333835 0.00042555 0.000350494 0.000280255 0.000836038 0.000861086 0.000694298 0.000776445 0.000681276 0.000383028 0.000961717 0.00119215 0.000890035 0.000876734 0.00116015 0.00166358 0.000942255 0.00114108 0.00143019 0.000844324 0.000834419
internal_weight=0 883 547 470 336 450 77 403 377 312 256 234 212 357 2238 331 300 260 126 134 96 1907 1871 192 58 134 99 62 1679 1659
internal_count=3121 883 547 470 336 450 77 403 377 312 256 234 212 357 2238 331 300 260 126 134 96 1907 1871 192 58 134 99 62 1679 1659
is_linear=0
shrinkage=0.00566207


Tree=1972
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 1 4 2 457 1 47 12 12 4 2 4 47 3 3 4 52 43 3 0 2 4 15 1
split_gain=237.486 27.3694 26.8386 20.2783 15.4017 13.714 7.31254 6.68218 5.87978 5.5512 6.42539 4.29976 4.19802 3.58774 2.70286 3.12172 2.59175 2.24948 2.17034 2.35057 1.89965 1.91331 1.8767 1.85306 2.83263 1.61983 1.60107 1.51797 2.23321 1.50177
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.10060500000000001 0.088105000000000003 0.076175000000000007 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.048635000000000005 0.089625000000000024 0.13011000000000003 0.087005000000000013 0.087765000000000024 -0.51253999999999988 0.17025000000000004 0.057560000000000007 0.08265500000000002 0.083060000000000009 0.086245000000000016 -0.031404999999999995 0.039215000000000007 -0.025214999999999998 0.30112000000000005 -0.095504999999999993 0.095545000000000005 0.40945500000000007 -0.068899999999999975 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 23 11 -4 29 10 17 14 16 18 15 -1 -5 -6 19 -13 -17 -22 -19 -3 27 -15 -16 28 -25 -7
right_child=1 3 7 12 9 8 -8 -9 -10 -11 -12 13 -14 25 26 20 -18 22 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025979354395669375 0.001851089476001918 0.00062632263469278684 0.0017056310585457544 0.00038442404810158946 0.0018271288960142477 0.001920523540367476 0.0023922667300707592 0.00093016464427151107 0.00090227781876117306 0.0011398135207313215 0.0011048190202112157 0.00094976613533085676 0.00096892167357881195 0.0015237166918665493 0.0019361319095013061 0.0020324131312678007 -2.1869455228767927e-05 0.0014047879600964321 0.0018774029429486378 0.0015945637189680544 0.002045539895659961 0.0014433808681235797 0.0018012695923686861 0.001519510434808939 0.0005878395508270522 0.0019056586653532592 0.0017427496319498657 0.00084525513305191155 0.00086033975529599741 0.0014733701221633856
leaf_weight=20 52 117 34 109 304 25 79 77 35 39 34 20 20 26 573 764 48 58 23 30 21 24 45 24 48 252 108 48 20 44
leaf_count=20 52 117 34 109 304 25 79 77 35 39 34 20 20 26 573 764 48 58 23 30 21 24 45 24 48 252 108 48 20 44
internal_value=0 0.000841783 0.00186819 0.000744229 0.00190032 0.000942284 0.00195814 0.00116769 0.00138866 0.00166666 0.00171326 0.00193971 0.000340288 0.00179446 0.00197347 0.00202934 0.000260207 0.00176408 0.00150702 0.00133664 0.00201528 0.00172439 0.00157801 0.000761647 0.00087474 0.00186994 0.00190546 0.00102443 0.00121989 0.00163538
internal_weight=0 590 2531 538 2420 361 1940 111 104 480 441 1861 177 351 1510 829 157 407 73 50 809 45 103 257 140 278 681 92 44 69
internal_count=3121 590 2531 538 2420 361 1940 111 104 480 441 1861 177 351 1510 829 157 407 73 50 809 45 103 257 140 278 681 92 44 69
is_linear=0
shrinkage=0.00145689


Tree=1973
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 159 2 1 457 14 4 4 0 10 4 0 0 4 0 3 3 16 15 394 48 4 47 13 4
split_gain=133.7 22.1605 14.3387 12.1364 8.3379 6.90611 4.69623 4.08729 3.98602 3.80098 3.23424 3.04951 2.87031 3.17765 2.82751 2.20988 2.12881 1.98628 4.36562 2.20361 1.89275 1.97398 1.80043 2.84838 1.67121 1.78484 2.60277 1.60343 1.41011 1.37782
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.042705000000000007 -1.0000000180025095e-35 0.13913500000000004 0.09253500000000002 0.29113500000000009 0.062655000000000016 0.40473500000000007 0.40124500000000002 -0.15202999999999997 -0.062879999999999978 0.42051500000000003 -0.07929499999999999 -0.11173999999999999 -0.0016099999999999997 -0.16360999999999995 0.30112000000000005 0.0068900000000000012 -0.10850999999999998 -0.048699999999999993 -0.079154999999999989 0.092475000000000016 -0.52556499999999995 0.090100000000000013 -0.10278499999999999 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 7 -4 9 -5 10 16 29 13 -7 -8 20 17 18 19 -1 21 -16 -15 -24 -18 26 -26 -3 -28 -6
right_child=1 2 6 8 11 12 14 -9 -10 -11 -12 -13 -14 22 15 -17 24 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0016988004896090847 0.0018614754717277489 0.00094769238166442248 0.0013186375242976924 0.0017294726081669991 0.0020803703206649397 0.0022844807770299371 0.00029500310611191028 0.0011883774757417245 0.0010594745307461182 0.001237433966869002 0.0022266330817193492 0.0011223975031224274 0.0011367369359941673 0.0017600457876885789 0.00078171240606243514 0.00056050095033189241 0.0013780570048722858 0.0019530952725243628 0.0021660429060778173 0.00098306768470745611 0.00056088154326771949 0.0013851478151990114 0.001611364129733023 0.00096049847375577111 0.0023345680467796582 0.001557816247230819 0.0014307457415539734 0.0013192424353324376 0.0018570812556082535 0.0015906225597317875
leaf_weight=23 74 192 26 34 20 21 54 20 63 21 78 29 25 157 28 113 20 1171 28 20 27 26 102 20 28 51 20 34 546 50
leaf_count=23 74 192 26 34 20 21 54 20 63 21 78 29 25 157 28 113 20 1171 28 20 27 26 102 20 28 51 20 34 546 50
internal_value=0 0.00104732 0.000946738 0.00184097 0.00117077 0.00186352 0.000681011 0.00189775 0.00129432 0.00190483 0.00191189 0.0015524 0.00165012 0.0016929 0.000614163 0.000703001 0.00189901 0.00193757 0.00168145 0.0013659 0.000901797 0.00107226 0.00164837 0.00150466 0.00182701 0.00184093 0.00186523 0.00100359 0.00184202 0.00173055
internal_weight=0 673 599 2448 325 2351 274 2026 97 2006 1985 99 325 300 248 194 1907 1242 71 43 81 54 279 122 665 645 594 226 566 70
internal_count=3121 673 599 2448 325 2351 274 2026 97 2006 1985 99 325 300 248 194 1907 1242 71 43 81 54 279 122 665 645 594 226 566 70
is_linear=0
shrinkage=0.00157699


Tree=1974
num_leaves=31
num_cat=0
split_feature=1 3 9 2 484 160 13 484 40 45 4 1 1 2 4 1 43 42 48 52 41 0 0 15 43 0 394 1212 4 3
split_gain=3.47408 0.903674 0.628241 0.905073 0.533132 0.73879 0.495463 0.477357 0.461303 0.453266 0.525704 0.579409 0.591794 0.520227 0.438877 0.422887 0.415827 0.405424 0.481971 0.90795 0.541801 0.746545 0.836392 0.621703 0.477436 0.472352 1.2045 0.692134 0.670178 0.742422
threshold=0.10293500000000001 0.31299000000000005 -1.0000000180025095e-35 0.10981000000000002 -0.070054999999999992 0.022560000000000004 -0.095539999999999986 -0.069939999999999988 -0.07632499999999999 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.088745000000000004 -0.015039999999999998 0.10638500000000002 -0.0065949999999999993 -0.12099999999999998 0.093265000000000015 0.13140000000000004 0.075585000000000013 -0.10836499999999999 -0.14832499999999996 0.035560000000000008 -0.085254999999999984 -0.084044999999999995 -0.081744999999999984 0.10654500000000001 -0.49013999999999996 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 8 6 -5 16 -4 -8 -2 10 17 13 -13 -12 -9 -16 -6 -1 20 24 21 22 -19 -22 -20 27 -27 -23 -28 -30
right_child=1 -3 3 4 5 -7 7 14 -10 -11 11 12 -14 -15 15 -17 -18 18 19 -21 23 25 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0014315316437596151 0.00046053480387719503 7.7554882072881448e-05 0.0018770098048490873 -0.00046399727433896388 0.00016241653030988593 0.0015821610510967671 0.0017866076606048238 0.0011563993176293525 -0.00060920942895471549 0.0018280655066800341 0.0018165935036552289 -0.00050340429521063788 0.00070823158782059269 0.00085051052448127608 8.3635883508120405e-05 0.00081183862161668364 0.00067217050590523647 0.00091714877767150717 0.0014613868300531289 -0.00025693688295456985 0.0010081740556366014 0.0012533353180478621 -0.0002478853363446824 0.0021577311820325309 0.00066854304000073456 -0.00014258395310668662 0.0015422124308030617 0.00011686343109467672 0.00027352244355397155 0.0010347026245946956
leaf_weight=104 43 115 20 20 101 23 20 88 22 26 22 22 43 236 39 110 135 73 42 28 33 593 32 35 79 32 88 20 49 828
leaf_count=104 43 115 20 20 101 23 20 88 22 26 22 22 43 236 39 110 135 73 42 28 33 593 32 35 79 32 88 20 49 828
internal_value=0 0.000566815 0.000657418 0.000722763 0.000481207 0.000554196 0.000966063 0.000895173 9.84675e-05 0.00103905 0.00103035 0.000805154 0.000298139 0.00093289 0.000819946 0.000621235 0.000454013 0.00106608 0.00104641 0.000718114 0.00107384 0.00105299 0.000562091 0.00159986 0.000943745 0.001085 0.0010043 0.00121626 0.00104233 0.000992174
internal_weight=0 736 621 556 279 259 277 257 65 2385 2359 323 65 258 237 149 236 2036 1932 149 1783 1715 105 68 121 1610 997 613 965 877
internal_count=3121 736 621 556 279 259 277 257 65 2385 2359 323 65 258 237 149 236 2036 1932 149 1783 1715 105 68 121 1610 997 613 965 877
is_linear=0
shrinkage=0.00600863


Tree=1975
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 47 14 0 15 2 0 2 4 4 0 4 12 47 50 14 16 43 16 1 51 1 160
split_gain=156.431 25.6666 15.3928 14.2241 9.24414 8.21873 5.80453 4.77127 4.65267 3.92653 3.62971 4.22473 3.40183 3.27051 3.1001 3.00461 2.96707 2.26156 2.02222 2.67456 1.98311 1.91321 1.83391 1.80745 1.70141 1.66286 1.49332 1.39339 1.92667 1.31619
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.042705000000000007 0.092845000000000025 0.13082500000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 0.11474000000000002 -0.07929499999999999 0.14285500000000004 0.27834500000000006 0.27834500000000006 -0.15202999999999997 -0.49013999999999996 0.08401500000000002 0.090100000000000013 0.083640000000000006 -0.23083499999999998 -0.12029499999999999 -0.018859999999999998 -0.039889999999999988 0.11588000000000001 -0.085989999999999997 0.11669000000000002 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 9 -5 14 10 11 -1 26 -12 16 17 -4 -8 21 -20 22 24 -3 -19 -15 -13 -6 -24 -29 -18
right_child=1 2 8 7 12 -7 15 -9 -10 -11 13 25 -14 18 -16 -17 29 23 19 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0023777436016175105 0.0020187797341472036 0.0013659516759769463 0.001195514881360341 0.0018454670145135982 0.0019932608036957195 0.001370365047871736 0.0023974931583374873 0.0011062161127057889 0.0012777657125547502 0.0024275695206566299 0.0021250906216299602 0.0013231961902612777 0.0011226742340684998 0.0016583286682583932 0.00044680059617549435 0.0012588049483479532 0.0010125162714513436 0.0019725255732136056 0.0015295268945373095 0.0019722793534411687 0.0014450564051333166 0.0026120777675484345 0.0005737749177937764 0.0016978844113324232 0.0021822135850844333 0.0018546224510310437 0.0015487630674722674 0.0010969050954289939 0.00062059158813697432 0.00057528621347392066
leaf_weight=20 76 33 39 37 48 48 20 58 37 78 1178 39 24 20 99 22 23 124 38 497 33 21 22 124 81 25 33 118 27 79
leaf_count=20 76 33 39 37 48 48 20 58 37 78 1178 39 24 20 99 22 23 124 38 497 33 21 22 124 81 25 33 118 27 79
internal_value=0 0.00113691 0.00102793 0.00200426 0.0012583 0.00202908 0.00204291 0.00139413 0.000746827 0.00207379 0.00205941 0.00173244 0.00165457 0.00207438 0.000664974 0.00183026 0.00081816 0.00187717 0.00198345 0.00194083 0.00107973 0.00217032 0.00101945 0.0018352 0.00207847 0.00153078 0.00181217 0.000950981 0.00100821 0.000673877
internal_weight=0 691 615 2430 338 2335 2287 95 277 1997 1919 84 105 1835 240 290 141 268 657 535 233 122 200 248 101 64 81 167 145 102
internal_count=3121 691 615 2430 338 2335 2287 95 277 1997 1919 84 105 1835 240 290 141 268 657 535 233 122 200 248 101 64 81 167 145 102
is_linear=0
shrinkage=0.00160853


Tree=1976
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 2 42 4 0 150 0 2 457 16 16 4 0 3 14 1 52 34 4 13 157 15 4
split_gain=225.292 36.6264 27.6108 17.2687 11.7473 10.484 7.5393 7.08463 6.06366 5.57843 4.33092 5.64964 4.64906 4.23134 3.29831 3.18262 3.15674 2.26568 1.99368 2.9533 1.99981 1.97286 2.16651 2.06892 1.88748 1.72731 1.68491 1.51719 1.46378 1.42456
threshold=0.10508500000000001 0.13075500000000004 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 -0.076394999999999977 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 0.15361500000000003 0.080930000000000016 0.11346000000000002 -0.050529999999999999 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.46166999999999997 0.11551000000000002 -0.014264999999999998 -0.038779999999999995 0.053180000000000012 -1.0000000180025095e-35 -0.010609999999999998 -0.008624999999999999 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 6 14 10 29 15 -5 11 28 13 -12 24 25 21 -15 -13 -20 -21 -2 23 -23 -3 -6 -26 -22 -1 -4
right_child=1 5 7 9 8 -7 -8 -9 -10 -11 12 18 -14 17 -16 -17 -18 -19 19 20 27 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0016374903842231614 0.0011521680532374126 0.00012069802135495652 0.0018854899570817415 0.0018973764391362472 0.0017930506606185278 0.0011163565869130923 0.0023500088391483539 0.0010120647788736657 0.0010967138589131778 0.0010490702215348716 0.0023848150150271967 0.0023578835542956778 0.0010875543283019483 0.0017783823879970971 3.5653757765307295e-05 0.0011320742405728202 0.0013841312083494618 0.0013491983624564778 0.0019550419504711738 0.0014187248513005553 0.0021366376872901053 0.00066478429875437342 0.00055157088256133557 0.0010224960263607195 0.00040437628314959477 0.0015792387064938874 0.00082288511227162622 0.0017865907579246324 0.0011547704124012194 0.0015838470379858538
leaf_weight=40 29 32 73 21 265 39 79 35 39 76 21 23 24 125 70 20 21 33 1277 28 30 64 77 74 69 115 29 212 20 61
leaf_count=40 29 32 73 21 265 39 79 35 39 76 21 23 24 125 70 20 21 33 1277 28 30 64 77 74 69 115 29 212 20 61
internal_value=0 0.000883359 0.00113557 0.00183513 0.00185999 0.000425363 0.00190934 0.00159573 0.00164507 0.00123272 0.00189034 0.00191533 0.00168967 0.0017704 0.000290619 0.00169853 0.000842119 0.00168874 0.0019321 0.00192577 0.00178734 0.00079547 0.000747357 0.000856601 0.000427907 0.00172834 0.000528221 0.00182999 0.00147658 0.00174817
internal_weight=0 673 434 2448 2351 239 1912 169 439 97 1833 1630 203 179 200 400 265 158 1570 1547 270 244 215 138 130 380 98 242 60 134
internal_count=3121 673 434 2448 2351 239 1912 169 439 97 1833 1630 203 179 200 400 265 158 1570 1547 270 244 215 138 130 380 98 242 60 134
is_linear=0
shrinkage=0.00145689


Tree=1977
num_leaves=31
num_cat=0
split_feature=1 3 0 9 124 376 11 2 16 4 12 13 2 133 15 43 16 16 16 16 51 4 4 3 4 47 15 43 52 42
split_gain=4.38476 1.05828 0.733084 0.561648 0.540183 0.581117 0.451807 0.431635 0.488447 0.422513 0.506975 0.411912 0.399605 0.72203 0.579448 0.390109 0.350062 0.495525 0.455159 0.504519 0.448712 0.392279 0.348341 0.529897 0.574736 0.505451 0.484411 0.718459 0.684952 0.541172
threshold=0.10337500000000001 -0.061964999999999992 0.089620000000000019 0.099965000000000012 -0.076779999999999987 0.084545000000000009 0.095720000000000013 0.13404500000000005 0.13751500000000003 -0.17966999999999997 -0.12529499999999996 -0.49353499999999995 0.13712500000000002 0.091250000000000012 -0.079929999999999987 -0.088249999999999981 -0.0094449999999999968 0.0057500000000000008 -0.083134999999999987 -0.23935499999999996 -0.079189999999999983 0.40473500000000007 -0.082249999999999976 0.092670000000000016 0.0045450000000000013 0.085270000000000026 0.087685000000000013 -0.011694999999999999 -0.0080349999999999987 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 5 -1 7 22 -9 -3 11 -11 13 15 -14 -12 18 -18 19 21 -19 -17 25 -24 -25 26 29 28 -28 -6
right_child=1 2 -4 -5 6 -7 -8 8 -10 10 12 -13 14 -15 -16 16 17 20 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00046342740027140465 0.0010398765340433576 0.0013734395906884033 -0.00070610918615292154 -0.00049696786148784803 0.001503034157422958 0.0015989886851859995 0.00030975008977404168 9.7381958511242865e-05 0.0014290311748899761 0.00063626291332151853 0.0016069234970864993 0.0018965743594500904 0.00037111403045488061 -0.00048754030409075774 -0.00089975218051397505 0.0016797599460796698 -0.00047413250150952401 5.5045409919841512e-06 0.001507150796430107 -0.00018873004517720878 0.0013769096749827201 0.00061535062095237629 0.0012958947089014565 -0.00026789861071154961 0.0011745487810350581 0.00045001920462456004 0.00051047548558498599 0.00057108544265089167 0.0018151354189528336 0.002120635258640468
leaf_weight=68 250 30 21 21 350 28 20 27 22 25 20 21 75 24 20 20 26 21 33 26 21 64 1585 20 31 21 23 55 77 76
leaf_count=68 250 30 21 21 350 28 20 27 22 25 20 21 75 24 20 20 26 21 33 26 21 64 1585 20 31 21 23 55 77 76
internal_value=0 0.000691404 0.000505254 0.000562164 0.00128223 0.000794633 0.00130252 0.0013112 0.000695265 0.000614375 0.00055687 0.00121162 0.000470817 0.000607637 0.000103563 0.000721421 0.000637488 0.000245636 0.000823823 0.000618824 0.000691207 0.000868781 0.00132468 0.00127448 0.000608883 0.00146112 0.00149767 0.0011801 0.00151506 0.00161322
internal_weight=0 718 468 447 2403 96 2307 2287 49 426 396 46 350 255 95 231 211 68 143 110 42 84 2238 1636 51 602 581 155 100 426
internal_count=3121 718 468 447 2403 96 2307 2287 49 426 396 46 350 255 95 231 211 68 143 110 42 84 2238 1636 51 602 581 155 100 426
is_linear=0
shrinkage=0.00663402


Tree=1978
num_leaves=31
num_cat=0
split_feature=1 12 1375 483 9 14 16 475 0 42 10 0 160 1 401 123 48 4 484 34 1 16 1 3 48 0 3 16 13 0
split_gain=3.6469 1.047 0.987991 0.799918 0.644052 0.617222 0.665852 1.3149 0.651072 0.723287 0.553308 0.838648 0.530047 0.497499 0.473 0.454217 0.431963 0.427017 0.405271 0.536883 0.402333 0.898281 0.60857 0.579295 0.937912 0.466625 0.463174 0.396589 0.48424 0.393664
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.070084999999999981 0.081890000000000004 0.082295000000000021 0.15273500000000004 -0.08230999999999998 0.041630000000000007 -0.0060199999999999993 -0.079859999999999987 -0.05208999999999999 -0.080409999999999995 0.10234000000000001 0.085605000000000014 0.12630500000000003 0.081805000000000017 0.053180000000000012 0.068975000000000009 -0.038779999999999995 0.10171500000000001 -0.024819999999999998 0.089875000000000024 1.0000000180025095e-35 0.085790000000000019 -0.23194499999999998 0.20828500000000003 -0.44310499999999992 -0.086134999999999975 -0.093584999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 17 6 7 -5 9 16 11 -2 -11 -10 15 18 -9 -3 19 -12 21 22 -14 24 -22 -25 -27 -19 -29 -21
right_child=10 4 3 5 -6 -7 -8 8 13 12 14 -13 20 -15 -16 -17 -18 27 -20 29 23 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.00034969493838686642 0.00041446353064777291 0.0011779200268895174 0.0021478478289088799 -0.00072374793085915544 0.002119135532230261 0.0019444381754686981 0.0013042694353590852 0.0011401411931847366 -0.00058253144996297862 0.0013700214381225744 -0.00017646390267988532 -0.0012639873643528394 -0.00041310768264793846 0.00077151774629682565 -0.00035186174320674828 -0.00036422293938467962 0.0022698220217020389 0.001263755170978957 0.001304307280067145 0.00033390407256988027 -0.0012615497793969899 0.0019810888649561564 0.00096533213883803586 0.00012766708769718356 0.00051345631151025165 0.0019060495555977826 0.0005384892335992173 0.00011733016515113902 0.00091229282679142361 0.00092917431584525105
leaf_weight=28 34 1897 21 26 29 21 92 45 24 46 36 20 20 22 25 20 21 87 35 79 20 25 42 30 34 20 22 42 142 116
leaf_count=28 34 1897 21 26 29 21 92 45 24 46 36 20 20 22 25 20 21 87 35 79 20 25 42 30 34 20 22 42 142 116
internal_value=0 0.00109236 0.00084104 0.000903828 0.0011563 0.000852604 0.000805716 0.000690182 0.000789271 0.000891775 0.000400525 -0.000207185 0.000736889 6.50573e-05 0.000506044 0.000581036 0.00149959 0.00114342 0.000652108 0.00055329 0.000600156 0.000940334 0.000520674 0.000365272 -0.000143953 0.000747191 0.00118971 0.000901919 0.000730834 0.000688014
internal_weight=0 2756 559 531 2197 510 489 397 371 325 365 54 259 46 311 286 66 2168 266 231 213 87 62 126 54 72 42 271 184 195
internal_count=3121 2756 559 531 2197 510 489 397 371 325 365 54 259 46 311 286 66 2168 266 231 213 87 62 126 54 72 42 271 184 195
is_linear=0
shrinkage=0.00650394


Tree=1979
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 1 457 12 151 1455 12 40 484 160 12 157 43 4 150 157 483 42 403 15 13 133 15 1212 403 475
split_gain=2.9819 0.964197 0.82439 0.627163 0.703597 0.542128 0.927981 0.617207 0.757596 0.56849 0.46231 0.647682 0.456448 0.593773 0.428648 0.513429 0.455347 0.539487 0.385745 0.56255 0.625816 0.436115 0.52313 0.39274 0.441838 0.379965 0.488336 0.404932 1.02842 0.376071
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 0.089625000000000024 0.079590000000000008 -0.090609999999999982 -0.086029999999999981 0.10655000000000002 -0.010834999999999999 -0.0061149999999999998 0.096415000000000015 -1.0000000180025095e-35 0.087765000000000024 -0.092234999999999998 0.10915000000000001 0.053925000000000008 0.087170000000000011 -0.078064999999999982 1.0000000180025095e-35 -0.088934999999999986 0.095105000000000009 -0.071579999999999991 0.0015850000000000003 0.11269500000000002 0.087485000000000021 -0.064959999999999976 1.0000000180025095e-35 -0.069854999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 14 9 -8 -9 10 11 -7 13 -6 15 -1 25 -18 19 20 -16 22 23 -21 -25 27 -27 28 -17 -23
right_child=3 -3 -4 -5 12 6 7 8 -10 -11 -12 -13 -14 -15 18 16 17 -19 -20 21 -22 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0017540567170761642 -0.00051142361258413674 0.00023520347889069296 -0.0002067980147066529 0.0011828208403162419 0.00091462200082510108 0.00075200215237662986 0.0010393250900100532 -0.00090708645536236379 0.00043284322381310567 0.0018477829388211294 0.00091250334614330028 -0.00037258467569308094 -0.0004438973322949728 0.00025527061096468112 -0.00011078030047026932 0.0024607102539178308 0.0023752993549338059 0.00099639691887057282 0.0014500165591753602 0.0017556520270047705 0.0011647569975792296 0.0014337451087983065 0.0020623159227408047 0.0013414243147072441 0.00056343381806832425 0.0010097754670096615 -0.00018489931013860971 0.0010143298233580562 0.00088315284946672461 0.00081966379480458986
leaf_weight=39 39 75 23 28 66 71 24 25 39 21 527 25 24 195 41 25 20 21 44 24 21 38 22 47 60 30 21 763 37 686
leaf_count=39 39 75 23 28 66 71 24 25 39 21 527 25 24 195 41 25 20 21 44 24 21 38 22 47 60 30 21 763 37 686
internal_value=0 0.000907197 0.000925905 0.000320065 0.000245505 0.000935659 0.000796336 0.000217586 -9.05668e-05 0.00087542 0.000842643 0.000459141 0.000349085 0.000422003 0.000988255 0.00107885 0.00105013 0.00166903 0.000900152 0.000874387 0.000321257 0.000913491 0.00120496 0.00106098 0.000905168 0.00102116 0.000517851 0.00105228 0.00151926 0.000851895
internal_weight=0 2769 2694 352 324 2671 732 88 64 644 623 96 285 261 1939 956 917 41 983 939 62 877 153 131 107 876 51 825 62 724
internal_count=3121 2769 2694 352 324 2671 732 88 64 644 623 96 285 261 1939 956 917 41 983 939 62 877 153 131 107 876 51 825 62 724
is_linear=0
shrinkage=0.00600863


Tree=1980
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 47 1 0 0 3 14 0 1 2 52 12 52 4 475 49 52 0 48 1 47 4
split_gain=123.91 20.7797 13.559 10.554 7.80756 6.304 3.92463 3.77819 3.36455 2.80978 2.39223 2.98606 2.06772 1.92337 1.78297 1.72271 1.53227 1.47272 1.59068 1.36843 1.28807 1.9701 1.40964 1.3289 1.25726 1.21016 1.32357 1.1896 1.1612 2.56542
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.40473500000000007 0.14122000000000004 0.092845000000000025 0.13082500000000002 0.085605000000000014 -0.095504999999999993 -0.14723999999999998 -0.078084999999999988 0.062655000000000016 -0.23091999999999999 0.16540500000000002 0.14530500000000005 0.12492500000000002 0.096475000000000019 0.40674500000000008 -0.51253999999999988 -0.087794999999999998 0.11560500000000001 -0.56176499999999996 0.010870000000000003 0.08955500000000001 0.099400000000000002 0.078345000000000012 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 10 19 14 -5 16 12 13 -1 -12 15 -7 25 18 28 -6 21 -14 -23 -24 -17 26 -4 -26 -3 -30
right_child=1 2 9 8 6 7 -8 -9 -10 -11 11 -13 20 -15 -16 24 -18 -19 -20 -21 -22 22 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0020676959980061912 0.0017275781701867139 0.00084409751958029614 0.00054936191994274736 0.0015691823761875123 0.0018112611792856564 0.001188246730073776 0.00094543875832897822 0.0011670674532751688 0.00098420644440535437 0.0010450928946221711 0.0010313360144939838 0.0017466818739578002 0.0022718554932027327 0.0015654917793046924 0.0020649363130640524 0.0019113033059400763 9.578761719845628e-05 0.00055256142589179083 0.0012547022978368644 0.0014020654257716643 0.0014769901760603738 0.0014734472748926608 0.0018220417947999099 0.001467875709730824 0.001636217947173071 0.00086154739066508378 0.00014921183745216919 0.0012775935777564066 0.001376978543831247 0.00070019092582989881
leaf_weight=73 76 203 91 37 28 20 37 41 58 22 21 391 21 59 22 37 22 25 32 57 27 29 923 25 624 21 24 22 31 22
leaf_count=73 76 203 91 37 28 20 37 41 58 22 21 391 21 59 22 37 22 25 32 57 27 29 923 25 624 21 24 22 31 22
internal_value=0 0.000979858 0.000887457 0.00170728 0.00103223 0.00172743 0.00135749 0.00161471 0.00121204 0.000537583 0.00178246 0.00169209 0.00182122 0.00142528 0.00164003 0.00162673 0.000466917 0.000905453 0.000936086 0.00153686 0.00180367 0.00181251 0.00180263 0.0018127 0.00163957 0.000526952 0.000465852 0.001624 0.000896259 0.00109605
internal_weight=0 691 615 2430 435 2335 122 766 95 180 1569 471 1098 80 725 703 158 313 288 85 1025 998 977 948 683 136 115 646 256 53
internal_count=3121 691 615 2430 435 2335 122 766 95 180 1569 471 1098 80 725 703 158 313 288 85 1025 998 977 948 683 136 115 646 256 53
is_linear=0
shrinkage=0.00151575


Tree=1981
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 42 4 11 1 4 11 47 2 160 14 3 11 39 2 475 131 2 50 12 0
split_gain=171.236 29.5257 18.0158 13.7938 10.1515 8.99585 6.30175 5.52603 5.0793 4.51251 4.30019 3.83874 3.83707 2.65141 2.65124 2.26347 2.13795 2.09013 2.03378 1.83503 1.81372 1.77866 1.68647 1.80762 1.64911 1.57719 2.19182 1.37495 2.1423 1.3561
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.091265000000000013 0.14285500000000004 -0.076394999999999977 0.40473500000000007 1.0000000180025095e-35 0.086920000000000011 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 0.087675000000000017 -0.067824999999999983 -0.23083499999999998 -0.010424999999999999 0.082485000000000017 0.084780000000000008 -0.0050599999999999994 -0.08669499999999998 0.082750000000000004 0.31358000000000003 0.041865000000000006 0.085785000000000014 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 9 12 14 -5 -6 13 24 -4 -10 19 -15 -16 -3 -20 -17 -12 -24 -1 26 -11 28 -14 -26
right_child=1 2 7 10 11 -7 -8 -9 15 25 22 -13 27 17 18 21 -18 -19 20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0013901071830409424 0.0015797962346494703 0.00098016416173109418 0.00081456124165650871 0.0015824825203579933 0.0014131326707577383 0.00099148035883121505 0.00086335836058183603 0.00092025256231110489 0.0014737507297484965 0.00018623731325696964 0.000599113491964734 0.00084895092953281065 0.0020835615095730125 0.001550512392466533 0.00075419383599060271 0.0020422748860692312 0.0010599099052809959 0.0011411828701660414 0.00054657001210892922 0.00063282965889119357 0.00013113724924372996 0.0015857378477600458 0.00074445417273390961 0.0012600089036753782 0.0020125057998547804 0.00047882334400954239 -0.00032934931000482606 0.0022055462184329233 0.0014812484583894591 0.0016584100530945252
leaf_weight=41 76 33 39 21 74 48 22 37 689 59 24 31 23 387 23 22 33 24 32 167 47 52 22 28 20 20 20 24 20 963
leaf_count=41 76 33 39 21 74 48 22 37 689 59 24 31 23 387 23 22 33 24 32 167 47 52 22 28 20 20 20 24 20 963
internal_value=0 0.000788356 0.000690551 0.00154768 0.000899096 0.00156814 0.00158024 0.000436083 0.0015872 0.00036144 0.00104494 0.00124656 0.00163263 0.00161793 0.000516085 0.00149778 0.000742511 0.00152661 0.000401962 0.00069014 0.000299414 0.00172147 0.000892391 0.00103316 0.00165458 0.000141187 5.57091e-05 0.00194746 0.00180342 0.00166561
internal_weight=0 691 615 2430 338 2335 2287 277 2265 240 95 105 1502 1435 141 763 233 411 102 200 79 74 74 50 1024 99 79 67 43 983
internal_count=3121 691 615 2430 338 2335 2287 277 2265 240 95 105 1502 1435 141 763 233 411 102 200 79 74 74 50 1024 99 79 67 43 983
is_linear=0
shrinkage=0.00134594


Tree=1982
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 14 43 3 43 48 1 9 48 48 52 16 3 4 47 0 15 16 484 4 4 16 149 1374 12 12 484
split_gain=3.65633 1.0298 0.865723 0.686905 0.558244 0.60931 0.634846 0.618224 0.710246 0.548982 0.545792 0.515775 0.54183 0.487316 0.450971 0.603258 0.441103 0.438259 0.431378 0.429534 0.44248 0.614762 0.528613 0.426582 0.73298 0.530832 0.422851 0.512876 0.672262 0.514653
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 0.083150000000000016 -0.078139999999999973 0.12178000000000001 -0.11720999999999999 0.083685000000000009 0.16773500000000005 0.081890000000000004 -0.024949999999999996 -0.08595499999999999 -0.084699999999999984 -0.16927999999999996 -0.0025099999999999996 0.40124500000000002 0.085505000000000012 -0.078904999999999989 0.15110000000000004 -0.071854999999999988 -0.011854999999999999 -0.0063549999999999987 0.033845000000000007 0.41553500000000004 0.079625000000000015 0.088035000000000016 0.083785000000000012 0.083985000000000018 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 11 -5 18 17 16 12 -7 -10 -13 -16 19 -2 -9 20 21 22 -3 25 -25 26 27 29 -29 -22
right_child=9 10 3 4 -6 6 -8 8 13 -11 -12 14 -14 -15 15 -17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00029614090808611105 0.00036479221387801649 0.003071133597055692 0.0021213480664054297 0.0012487474107588409 0.0021610520837645627 0.0013055495269199315 0.00036310247679603491 -0.0012420322486902439 0.001640350532124043 -0.00063569114545729863 0.0023093864358687765 0.0020154159940784589 -0.00037897039210131551 0.00029468649203452549 0.00051613509463715361 0.0014677979663068176 0.00036751388752179301 0.00094122421314293261 0.00015623516716436447 0.0004083556447590124 0.0010639020707110224 0.0013783890900297361 0.0017094257254944723 -0.00010865861419523933 0.0012185671686716797 0.0024187892641382453 0.0022463510991805307 9.2515020026891377e-05 0.0012076592221318037 0.0022849148973498237
leaf_weight=28 242 20 29 47 20 21 53 20 22 23 29 47 20 42 49 132 27 100 29 28 31 907 65 34 65 21 22 30 872 46
leaf_count=28 242 20 29 47 20 21 53 20 22 23 29 47 20 42 49 132 27 100 29 28 31 907 65 34 65 21 22 30 872 46
internal_value=0 0.00123979 0.000959106 0.0010253 0.000961978 0.000912224 0.0010958 0.000542787 0.000249157 0.000459675 0.00131121 0.00124015 0.000483832 0.000757259 0.00137616 0.00121017 0.00129786 0.00053334 -0.000414486 0.00130959 0.00132153 0.00143421 0.00202983 0.00122183 0.000762752 0.0012663 0.00124212 0.00121955 0.00117057 0.00179334
internal_weight=0 2756 559 531 502 482 322 160 113 365 2197 269 41 64 228 181 2168 342 49 2141 2113 992 85 1121 99 1022 1001 979 902 77
internal_count=3121 2756 559 531 502 482 322 160 113 365 2197 269 41 64 228 181 2168 342 49 2141 2113 992 85 1121 99 1022 1001 979 902 77
is_linear=0
shrinkage=0.00732449


Tree=1983
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 43 4 51 1 1 2 4 48 0 12 15 42 2 48 51 16 483 16 12 4 4 474
split_gain=2.9633 0.920978 0.696764 0.739354 0.526477 0.478504 0.61095 0.550654 0.480882 0.475599 0.45557 0.697709 0.449812 0.390608 0.465996 0.389992 0.36511 0.440441 0.391756 0.356862 0.349954 0.427356 0.373904 0.3249 0.451244 0.471674 0.450705 0.37791 0.571804 0.612398
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -0.11171999999999999 -0.11720999999999999 1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 0.10937500000000001 -0.15339499999999998 0.40124500000000002 -0.024949999999999996 -0.14920999999999998 0.086095000000000019 0.14654000000000003 -0.035074999999999988 0.11144000000000001 0.095425000000000024 0.094075000000000006 -0.072359999999999994 0.049115000000000006 -0.13941499999999998 0.083935000000000023 0.0033150000000000007 -0.0082299999999999995 0.087440000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 19 -10 -2 -12 -8 -3 16 -9 17 -15 23 -5 21 22 -17 24 26 -26 -18 28 -25 -30
right_child=10 13 -4 4 -6 6 12 15 9 -11 11 -13 -14 14 -16 20 18 -19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-0.0003349595203693345 0.0011982978865624943 0.0019143406553000866 -0.00039865418770004211 0.00050134758019493905 0.001700237863365752 9.3346665723420343e-05 -0.0004210670857036889 0.00051433375512586392 0.00053933317716512591 -0.00036719600441293277 0.0003495706743525991 -0.00085403663088689423 0.00074176281592678369 0.0020483085623105237 0.00026718022669632398 0.0011191133922155241 0.00040895464613352722 0.00093434394392302961 0.00034792702702697711 0.0016372931258743261 0.0018168361010511374 0.00031900258099362846 0.00204690588350054 0.00093883549608868039 0.0011490168661967407 0.0022973810137508774 0.0011099947210446437 0.00066662199347596106 0.0012075961646710036 0.002415739400802685
leaf_weight=23 23 20 21 23 27 23 21 37 82 33 290 21 38 31 33 151 39 27 35 22 34 24 20 820 33 26 849 159 116 20
leaf_count=23 23 20 21 23 27 23 21 37 82 33 290 21 38 31 33 151 39 27 35 22 34 24 20 820 33 26 849 159 116 20
internal_value=0 0.000967918 0.000741562 0.000784474 0.000832599 0.000786484 0.00091918 0.0010399 0.000497871 0.000279199 0.00033234 0.000268298 0.000327874 0.00102728 0.00101917 0.00112174 0.00103068 0.00152974 0.00101688 0.0010567 0.00121988 0.0011158 0.00122763 0.00102823 0.00111508 0.00165508 0.00107921 0.00095447 0.00100234 0.00138526
internal_weight=0 2787 579 558 535 508 348 289 160 115 334 311 59 2208 2188 266 2155 58 2097 45 229 195 171 2062 947 59 888 1115 956 136
internal_count=3121 2787 579 558 535 508 348 289 160 115 334 311 59 2208 2188 266 2155 58 2097 45 229 195 171 2062 947 59 888 1115 956 136
is_linear=0
shrinkage=0.00637641


Tree=1984
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 44 1 150 3 4 150 13 3 3 13 4 49 43 131 48 48 160 3 12 457 4 43 391 484 160
split_gain=2.43346 0.78766 0.659771 0.5406 0.593648 0.483904 0.516787 0.781565 0.983047 0.685499 0.85272 0.569464 0.43851 1.99251 0.964068 0.794615 0.662424 0.475121 0.414659 0.405316 0.374231 0.668231 0.405878 0.588432 0.43477 0.383777 0.710814 0.373595 0.372679 0.523071
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.079859999999999987 0.081805000000000017 0.089625000000000024 1.0000000180025095e-35 -0.083654999999999993 0.010840000000000001 0.08882000000000001 -0.0093149999999999986 -0.082234999999999989 -0.080634999999999984 0.043850000000000007 -0.16363499999999997 0.0065400000000000015 -0.041049999999999996 0.089915000000000009 0.097690000000000013 0.090720000000000009 -0.23686999999999997 -0.15956499999999998 0.082095000000000015 0.041220000000000007 -0.0092149999999999992 -0.079584999999999975 -0.077824999999999991 0.096415000000000015 -0.076689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 20 12 -9 10 11 -10 14 -14 17 -16 -15 18 -8 -18 22 -22 23 -1 27 -26 -27 -24 29 -6
right_child=3 -3 -4 -5 28 -7 7 8 9 -11 -12 -13 13 16 15 -17 19 -19 -20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00079075995623214765 -0.00050076325353143672 -0.00010583831722626201 0.00025046514133951806 0.0011605640730464617 0.0010092775860180315 0.0015796808077444492 0.00056463511010459717 -0.00091673853592364298 0.0010288445792582563 -0.00037271628027230551 0.0015222594553993371 -0.00024699528455800473 -0.0010117856029122716 0.00096348078520308101 0.001126511296945898 -6.1035288071084159e-05 -0.00035775475676848588 0.0023265180749490895 0.0017422709041755963 0.00078110526470663957 -0.00025673342357019832 0.00082974434029652337 0.0015632400645462501 0.0022523156426832078 0.00091976546017634908 0.0023816167496912865 0.0010047959218169688 0.00091492127523189041 -0.00042235193248276744 0.00027244899313922342
leaf_weight=21 39 33 65 28 48 42 20 22 25 26 39 33 25 304 63 36 27 27 31 24 27 156 37 24 48 30 31 1553 24 213
leaf_count=21 39 33 65 28 48 42 20 22 25 26 39 33 25 304 63 36 27 27 31 24 27 156 37 24 48 30 31 1553 24 213
internal_value=0 0.000873393 0.000885204 0.00031053 0.00023707 0.00090065 0.000889802 0.000741684 0.000324686 0.00054673 0.000793179 0.000302936 0.000850238 0.000728133 0.00111238 0.000694676 0.000850663 0.00164255 0.00128045 0.000178179 0.000943761 0.000669444 0.000972546 0.00157026 0.000956715 0.00134629 0.00168192 0.000930008 0.000338037 0.000407958
internal_weight=0 2769 2736 352 324 2671 2629 702 145 123 97 58 557 380 177 99 355 78 51 51 1927 183 1744 45 1699 109 61 1590 285 261
internal_count=3121 2769 2736 352 324 2671 2629 702 145 123 97 58 557 380 177 99 355 78 51 51 1927 183 1744 45 1699 109 61 1590 285 261
is_linear=0
shrinkage=0.00637641


Tree=1985
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 2 15 4 0 47 0 2 34 4 12 12 4 15 2 16 131 2 16 0 2 47 43 2 12
split_gain=119.591 15.0176 13.661 9.40286 7.1758 5.36102 4.676 4.2151 3.98727 3.61932 3.32514 2.88382 2.44737 3.54627 2.32038 2.0133 1.9667 1.95796 3.58103 1.98373 1.62026 1.61855 1.8689 1.57657 3.2144 1.95823 1.53753 1.58463 1.57975 1.42817
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.095545000000000005 0.024640000000000006 -0.0070899999999999991 -0.14920999999999998 0.080455000000000013 -0.23194499999999998 0.13754500000000003 -1.0000000180025095e-35 0.0061450000000000003 0.11734000000000001 0.099400000000000002 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.069144999999999984 0.08844500000000001 0.31358000000000003 0.066275000000000014 -0.066089999999999996 0.09358000000000001 0.090100000000000013 -0.08076499999999999 0.11177500000000001 0.098810000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 11 12 9 10 -5 -4 23 -1 13 -3 -11 -8 -15 19 -19 -13 -7 22 -14 24 25 -6 27 -2 -29 -10
right_child=1 5 6 8 7 20 15 -9 29 14 -12 17 21 16 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021560741195389499 0.00058263179170383163 0.00034376162064898895 0.0021856834357417629 0.0018338381669253713 0.0013449840905265832 0.00077480977375704693 0.0016285521059346208 0.0018839384982428434 0.0014749974876193351 0.0017637510720472198 0.0015441558497649745 0.0019120416701505142 0.00041504663162357237 0.00073489481056909648 0.001549533704703813 0.0013551926041888141 0.0012549877535114116 0.0015932629179517465 0.00092854348471058026 0.0013405931380530542 0.0013468207615616266 0.00078514113439220759 -0.00011839416854958625 0.0014512009492801947 0.00046838755751909129 0.00093814563334864418 0.0012629090458118183 0.001319371479914466 0.00085819303292977386 0.0010393358879445033
leaf_weight=22 38 45 46 46 47 20 422 21 35 1433 42 53 73 63 132 76 24 76 26 20 29 20 20 21 23 71 26 22 92 37
leaf_count=22 38 45 46 46 47 20 422 21 35 1433 42 53 73 63 132 76 24 76 26 20 29 20 20 21 23 71 26 22 92 37
internal_value=0 0.000894012 0.00166696 0.00113984 0.00141304 0.000646513 0.00171777 0.00122439 0.00147828 0.00175825 0.0011565 0.0016285 0.000553146 0.000696116 0.00174568 0.00158683 0.000878369 0.00156217 0.00142382 0.00175548 0.00111335 0.000386136 0.000300328 0.00105599 0.000997131 0.00110019 0.000915481 0.000856052 0.000947192 0.00125112
internal_weight=0 590 2531 296 422 294 2109 225 118 1611 204 197 245 132 1565 498 87 175 102 73 49 113 93 162 141 118 178 152 114 72
internal_count=3121 590 2531 296 422 294 2109 225 118 1611 204 197 245 132 1565 498 87 175 102 73 49 113 93 162 141 118 178 152 114 72
is_linear=0
shrinkage=0.00154607


Tree=1986
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 14 2 1 2 3 1 4 4 0 15 1 50 2 1 0 4 1 1 4 2 47 12 48
split_gain=266.18 42.6878 20.0745 18.2489 14.5243 12.7006 9.27677 8.6866 7.73532 6.28966 5.66179 5.42421 4.11776 3.7125 3.69935 3.52724 3.5716 2.74993 2.74871 2.58242 2.47196 2.4637 2.52754 2.36812 1.99902 1.74978 1.58512 1.58065 1.51342 1.61663
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.10188000000000001 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.093205000000000024 0.13501500000000002 0.11658 0.122715 0.033845000000000007 -0.062539999999999984 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.041865000000000006 0.094835000000000017 0.13075500000000004 -0.07929499999999999 -0.55119499999999988 0.12000500000000001 0.13265500000000002 -0.036839999999999991 0.11411 0.092710000000000015 0.11734000000000001 0.081275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 23 13 -8 19 11 28 25 15 -10 16 -1 -15 -6 -4 26 -17 -23 -3 -16 -2 -5 -19 29 -7
right_child=1 4 9 20 18 10 8 -9 14 -11 -12 -13 -14 17 24 21 -18 27 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0073819526824670228 0.0072311932647513991 0.0058411852049034237 0.0072234334302346426 0.0064859008810662332 0.0051066244526379867 0.007079136198453879 0.0065648682968760816 0.0076763464738021162 0.0064942434795560808 0.0061637659819133691 0.0063213094353055882 0.0062171052991252364 0.0063618359577917866 0.0070739800420770993 0.0058884410549244655 0.0072389971329750429 0.0066409148110500001 0.0062966264152985642 0.0056810810688966438 0.006608855072477794 0.0055563502959100576 0.0076040576706388726 0.0070780375001226123 0.0053173047146184808 0.0053963755999308491 0.0068464894811065234 0.0059590434141176835 0.0068657047396009866 0.0066633247633737461 0.0067715086790421843
leaf_weight=22 50 30 26 21 85 245 54 83 22 63 39 23 29 107 139 1162 53 20 26 44 24 23 431 66 23 65 39 28 30 49
leaf_count=22 50 30 26 21 85 245 54 83 22 63 39 23 29 107 139 1162 53 20 26 44 24 23 431 66 23 65 39 28 30 49
internal_value=0 0.00600441 0.00710228 0.00654839 0.0057257 0.00713583 0.00588672 0.00718706 0.00605036 0.00651817 0.00687984 0.00694261 0.00688246 0.00716506 0.00589937 0.00718605 0.00685829 0.00693605 0.00524118 0.00683713 0.0059757 0.00720126 0.00710469 0.00548102 0.00581858 0.00701375 0.00614344 0.00662859 0.00699411 0.00702786
internal_weight=0 673 2448 228 445 2315 334 1929 238 133 386 347 144 1846 184 1691 75 155 111 70 84 1616 454 96 162 115 60 48 324 294
internal_count=3121 673 2448 228 445 2315 334 1929 238 133 386 347 144 1846 184 1691 75 155 111 70 84 1616 454 96 162 115 60 48 324 294
is_linear=0
shrinkage=0.00154607


Tree=1987
num_leaves=31
num_cat=0
split_feature=1 52 2 39 12 2 4 4 1 12 14 0 15 50 2 2 52 4 12 51 2 49 4 0 15 14 16 4 3 16
split_gain=157.129 28.6356 17.3488 12.9876 11.3311 8.4829 5.9492 5.03835 4.42099 4.22345 3.90214 4.95447 3.88546 3.60735 3.59934 4.41591 3.43874 3.00348 2.67875 2.51435 2.51391 2.39441 2.07292 1.93778 1.80937 1.77518 1.7672 1.75302 1.70977 1.83056
threshold=0.104035 -0.40967499999999996 0.14285500000000004 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.40473500000000007 0.042705000000000007 0.093575000000000019 0.091715000000000005 0.062655000000000016 -0.11173999999999999 -0.097454999999999986 0.041865000000000006 -1.0000000180025095e-35 0.10467500000000002 1.0000000180025095e-35 -0.15464999999999998 0.13597000000000004 -0.085989999999999997 0.094835000000000017 -0.054984999999999992 0.23246000000000003 -0.07929499999999999 -0.079929999999999987 -0.23083499999999998 -0.12029499999999999 -0.020529999999999996 -0.012939999999999998 -0.49446999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 21 10 20 -7 11 12 -1 24 28 -16 22 -17 -11 -19 -5 -6 26 -13 -4 -21 -9 -14 -3 -30
right_child=1 2 13 8 6 9 -8 16 -10 18 -12 23 27 -15 15 17 -18 19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022770428042096077 0.0021093560070730975 0.0010876387753001474 0.00057444514203063306 0.0022085447924669538 0.0013803725939078536 0.001065108514497998 0.0011714362551594807 0.0020730256060594279 0.0012671084762904729 0.0019365106448733592 0.0024640882572852809 0.002166496135916799 0.0018828665926482464 0.0010720545787467816 0.001780762752222065 0.0016897984572856574 0.0021137220515581052 0.00054136572112770804 0.0013998840718907673 0.0014112021757056688 0.0016092733165258553 0.0019879231721276571 0.0012664436634007164 0.0020573584887268234 8.0268106546535034e-05 0.0010388005550625936 0.0016672737033987582 0.0013235920717693172 0.0010460270160250844 0.00047984840822208819
leaf_weight=23 76 41 77 27 20 20 47 39 60 108 79 1176 21 30 27 20 92 20 28 39 44 69 20 581 23 142 75 37 21 39
leaf_count=23 76 41 77 27 20 20 47 39 60 108 79 1176 21 30 27 20 92 20 28 39 44 69 20 581 23 142 75 37 21 39
internal_value=0 0.00121405 0.00110341 0.00204957 0.00123785 0.00207655 0.00161641 0.00210189 0.00157607 0.00172847 0.00212763 0.00211317 0.00173932 0.000601847 0.00109033 0.00119053 0.00188356 0.00111842 0.00182603 0.00106156 0.00183717 0.00185139 0.00172554 0.00213041 0.000460784 0.00111904 0.00180608 0.00152609 0.000844295 0.000678011
internal_weight=0 691 615 2430 485 2299 136 2143 131 156 1917 1838 81 130 349 248 226 221 136 201 71 89 134 1757 100 181 114 58 101 60
internal_count=3121 691 615 2430 485 2299 136 2143 131 156 1917 1838 81 130 349 248 226 221 136 201 71 89 134 1757 100 181 114 58 101 60
is_linear=0
shrinkage=0.00154607


Tree=1988
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 2 1 2 34 1 52 1 2 4 13 151 47 131 1 4 12 12 12 3 52
split_gain=190.81 34.2959 18.7958 15.075 12.2208 9.79101 6.9465 6.62809 5.69916 4.9668 4.803 4.53051 3.78404 2.98603 2.70122 2.30474 2.52947 3.30888 2.23427 1.94855 1.83422 1.62185 1.60925 1.83754 1.50254 1.56653 1.44869 1.4437 1.34113 1.29812
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.11474000000000002 0.089885000000000007 0.092845000000000025 0.14285500000000004 -0.038779999999999995 0.087135000000000004 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.27834500000000006 -1.0000000180025095e-35 -0.088784999999999989 0.090100000000000013 0.082750000000000004 0.15799000000000005 -0.0070899999999999991 0.10124000000000001 0.082480000000000012 0.095780000000000018 0.0022600000000000003 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 12 8 10 24 14 -5 13 -4 29 -12 27 -18 -15 -20 -3 28 23 -14 -6 -26 -16 -17 -22 -1
right_child=1 2 6 11 9 -7 -8 -9 -10 -11 15 -13 22 18 26 16 17 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018427402584461389 0.0017661598123513995 0.0010875396428166289 0.0002293392428311693 0.0015487151434084158 0.0018693398674028716 0.0011089925411910723 0.0010634051999195749 0.0021340968224426746 0.0010241599698789349 0.00081936783443683537 0.0019739460975694706 0.00092159985356143881 0.00024039714512017469 0.00099143190492787057 0.0014784697434765365 0.0017153984178063383 0.00094899930640849738 0.0016125922628526732 0.00038660795097878933 0.00088987648442930868 0.00059769116203099324 0.0011075884213866806 0.00055655010166845019 -0.0002430339836478166 0.0016543210588241995 0.0011929523464383736 0.0017291009397715615 0.0015895450984400768 0.00084581647483636575 0.0015192916578717235
leaf_weight=909 76 40 39 37 22 48 37 84 22 23 43 58 58 32 52 440 23 41 48 22 93 23 20 21 31 27 347 301 79 25
leaf_count=909 76 40 39 37 22 48 37 84 22 23 43 58 58 32 52 440 23 41 48 22 93 23 20 21 31 27 347 301 79 25
internal_value=0 0.000878718 0.000769051 0.00171265 0.000990667 0.0017349 0.000498631 0.00174804 0.00173332 0.00139286 0.00174047 0.00116584 0.000411562 0.000558897 0.00179288 0.00165808 0.00164121 0.00137411 0.000684905 0.000544778 0.000814387 0.000758355 0.00020172 0.00011189 0.00155774 0.00143955 0.00169644 0.00166428 0.000711656 0.00183408
internal_weight=0 691 615 2430 338 2335 277 2287 2203 103 2181 95 240 141 1333 848 805 64 102 70 235 195 99 79 80 58 399 741 172 934
internal_count=3121 691 615 2430 338 2335 277 2287 2203 103 2181 95 240 141 1333 848 805 64 102 70 235 195 99 79 80 58 399 741 172 934
is_linear=0
shrinkage=0.00140032


Tree=1989
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 47 4 4 0 12 11 0 2 48 0 4 1 4 15 2 1 16 12 3 16 14 47 50 3
split_gain=149.712 19.1159 16.9812 10.9499 10.0461 6.26537 5.72193 4.98743 4.84367 4.50776 4.11198 3.34166 3.12218 3.21846 2.98184 2.95793 2.63495 2.59094 2.01685 3.48887 2.30767 1.93072 1.76089 1.67028 1.65532 1.62978 1.60077 1.55752 1.53537 1.36409
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.053180000000000012 0.12958500000000003 0.40124500000000002 -0.17966999999999997 -0.079119999999999982 0.13597000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.10402500000000002 0.085325000000000012 -0.23194499999999998 0.27834500000000006 0.15022500000000003 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.14089500000000002 -0.43320999999999993 0.11472500000000001 -0.15713499999999997 0.058835000000000005 -0.22253999999999999 0.10350500000000001 0.089465000000000017 0.42240500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 15 9 17 27 -6 11 24 -4 13 14 -10 -1 22 23 20 -20 -17 -8 -7 25 -11 26 -3 -5 -26 -19
right_child=1 6 5 7 8 16 21 -9 12 10 -12 -13 -14 -15 -16 18 -18 29 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0022980161020472764 0.0010615500177513259 0.0010103401958565272 0.0019417951927193824 0.0019712576260316125 0.0018869177008021235 0.0019052567200746413 0.0014742687939359057 0.0011021299365265855 0.0017369832282269713 0.0020348196666379985 0.0012303803026276294 0.0022651083141375901 0.00075881112831130697 0.0010813480801518715 0.0012678426936452614 0.0020795915791767478 0.0011826109351663686 0.0006293312870710668 0.0017671252278356727 0.0011609806481317963 0.0015101849685604197 0.00088875228350093446 0.0016275916450128509 0.0011377211029646448 0.0017630530410148242 0.0010187915023845803 0.00058260691747373289 0.0015975089137732063 0.001951060594349226 0.00016665582131288457
leaf_weight=22 181 21 1190 45 31 67 27 29 52 73 24 69 21 62 59 53 21 26 76 26 20 20 153 21 398 29 119 46 114 26
leaf_count=22 181 21 1190 45 31 67 27 29 52 73 24 69 21 62 59 53 21 26 76 26 20 20 153 21 398 29 119 46 114 26
internal_value=0 0.00103145 0.00183042 0.00128337 0.00156887 0.00188275 0.000769067 0.00161795 0.00136266 0.00191072 0.00180983 0.00195951 0.00127889 0.00134202 0.00148762 0.00180439 0.00166601 0.000680496 0.00174234 0.00161262 0.00192359 0.00122511 0.00171215 0.000757813 0.0018336 0.000710605 0.000646767 0.00178233 0.00180491 0.000397994
internal_weight=0 590 2531 301 422 2109 289 120 225 1868 609 1259 194 173 111 197 241 242 175 102 73 47 220 190 585 169 140 91 512 52
internal_count=3121 590 2531 301 422 2109 289 120 225 1868 609 1259 194 173 111 197 241 242 175 102 73 47 220 190 585 169 140 91 512 52
is_linear=0
shrinkage=0.00142833


Tree=1990
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 2 4 1 15 11 14 12 1 12 4 3 1 13 0 43 2 4 3 15 14 159 4 150 42
split_gain=200.267 23.7837 21.6404 19.441 13.7471 9.57716 8.86721 7.23928 5.99077 5.56204 4.51121 4.13139 4.37458 5.93844 3.29481 3.2192 5.07518 2.29895 2.2326 2.16992 3.01777 2.16568 2.00921 2.0085 1.92099 1.60048 2.15534 1.95734 2.12983 1.30511
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13082500000000002 0.13712500000000002 0.40124500000000002 0.092845000000000025 0.024640000000000006 1.0000000180025095e-35 -0.10708499999999999 0.051320000000000005 0.10060500000000001 0.091625000000000012 -0.46376499999999993 0.090900000000000009 0.16540500000000002 0.084330000000000016 -0.06563999999999999 -0.081154999999999991 0.14019000000000004 -0.036839999999999991 -0.026224999999999995 0.087685000000000013 -0.41076499999999994 0.084250000000000005 0.27287000000000006 1.0000000180025095e-35 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 6 17 9 22 -4 11 24 -1 13 15 -14 -13 23 29 19 -16 -21 25 -5 -17 -11 -2 27 28 -27 -3
right_child=1 5 8 7 -6 -7 -8 -9 -10 10 -12 12 14 -15 18 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026704304996788583 0.0015312631922310847 0.00086863205792210867 0.0019811113724105787 0.0023394304516796923 0.0013747304017875091 0.0014992525305904806 0.001557395949780331 0.001273813965503605 0.0012772076884971044 0.0023167227103228914 0.0026140786539648846 0.0023181793662478008 0.002212648779047656 0.0012343539167397875 0.0020562722625889129 0.0017021341407694147 0.0013930689487224035 0.00027978124147632846 0.0022387933736449004 0.0013010599895102995 0.0019444711426833165 0.00080944984026671066 0.0019092851010691291 0.0021512804512376351 0.0021882585097898967 0.0016703479399505694 0.00092144231696646118 0.0010456627382656187 0.0011755317737587999 0.00060986479156815597
leaf_weight=27 30 105 37 32 45 38 47 33 74 370 68 49 594 23 223 27 32 22 92 20 58 29 72 82 663 36 49 45 35 64
leaf_count=27 30 105 37 32 45 38 47 33 74 370 68 49 594 23 223 27 32 22 92 20 58 29 72 82 663 36 49 45 35 64
internal_value=0 0.00120445 0.00212852 0.00143285 0.00215681 0.000844386 0.00217163 0.00185669 0.00151184 0.00218403 0.00225773 0.00211789 0.00210546 0.00191982 0.00214552 0.0020028 0.0018932 0.000714099 0.00204407 0.00198455 0.00177949 0.00117363 0.00204164 0.00204002 0.00223427 0.00122779 0.00117262 0.00127872 0.00142642 0.000770637
internal_weight=0 590 2531 361 2420 229 2375 137 111 2328 1101 1227 1200 213 987 190 141 191 393 301 78 224 104 109 1033 195 165 116 71 169
internal_count=3121 590 2531 361 2420 229 2375 137 111 2328 1101 1227 1200 213 987 190 141 191 393 301 78 224 104 109 1033 195 165 116 71 169
is_linear=0
shrinkage=0.00142833


Tree=1991
num_leaves=31
num_cat=0
split_feature=1 52 1 15 1 1456 50 12 3 15 11 151 0 4 157 123 43 12 2 2 16 16 156 1213 49 16 12 48 43 133
split_gain=6.57604 1.26306 1.04242 0.953905 0.923114 0.85322 0.837469 0.795662 0.822299 0.729597 1.18462 0.871341 0.759331 0.746501 0.673434 0.604512 0.648746 0.669083 0.58175 0.980347 0.578982 0.56909 0.534094 0.528146 0.540329 0.521861 0.469926 0.453171 0.444799 0.57091
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.024640000000000006 0.08864000000000001 -0.071109999999999993 0.14026500000000003 0.087215000000000015 -0.087909999999999988 -0.11033999999999998 0.077695000000000014 -0.085164999999999977 -0.10836499999999999 0.076415000000000025 -0.0091799999999999989 0.11679000000000002 0.084740000000000024 0.11734000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11118499999999999 -0.015314999999999997 0.096220000000000014 -0.080279999999999976 0.12497000000000001 -0.059624999999999991 -0.082514999999999991 -0.035774999999999994 0.0051600000000000005 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 9 -6 15 8 -7 -1 11 21 13 -13 -5 16 17 18 26 -20 -4 -11 25 -14 -25 -21 -3 -10 29 -16
right_child=1 2 20 14 5 7 -8 -9 27 10 -12 12 23 -15 28 -17 -18 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0028708212832171749 0.0026319448611183882 0.0012088893850082021 0.0010116012033636493 0.0038383556831382885 0.0034730959348582748 0.0002319795655784125 0.0029601695373664906 0.0022604570015185461 0.00077195562258320066 0.0041219608739011312 0.00046656232974289213 0.00022315992692269318 0.0011989043495860751 0.0022854761604374678 0.0031029690944922726 6.6937652522841342e-05 0.0024058657271368257 0.0025316025413248304 0.0026318276081831139 0.0012515536118372728 -0.00055871809156037152 0.0026938550534509149 0.0022551543365339345 0.0023944639186352103 0.0013733446347323735 0.00019201024276071865 -4.6905146573980986e-05 0.0018625349512575906 0.0022325098219133943 0.0025225102726142488
leaf_weight=161 50 40 34 26 22 28 22 169 29 22 23 24 28 22 131 23 39 27 36 152 28 107 27 578 36 38 38 177 265 719
leaf_count=161 50 40 34 26 22 28 22 169 29 22 23 24 28 22 131 23 39 27 36 152 28 107 27 578 36 38 38 177 265 719
internal_value=0 0.00140602 0.0012844 0.00237751 0.00223807 0.0019223 0.00142214 0.00183764 0.00153227 0.00237213 0.00227655 0.00232751 0.00221315 0.00120949 0.00255178 0.00134158 0.00141542 0.00130752 0.00120768 0.00139592 0.000302425 0.00293741 0.00119088 0.00228506 0.00233459 0.00103964 0.000597092 0.00170901 0.00252178 0.00261197
internal_weight=0 554 504 2567 1426 425 442 403 234 1001 840 817 688 46 1141 420 397 358 331 253 62 129 217 642 614 190 78 206 1115 850
internal_count=3121 554 504 2567 1426 425 442 403 234 1001 840 817 688 46 1141 420 397 358 331 253 62 129 217 642 614 190 78 206 1115 850
is_linear=0
shrinkage=0.00808683


Tree=1992
num_leaves=31
num_cat=0
split_feature=1 52 1 16 15 1 148 12 12 12 1456 12 3 15 11 151 0 0 42 157 4 15 16 43 16 42 4 160 51 16
split_gain=5.32659 1.02846 1.09604 1.06609 0.772663 0.747723 0.735654 0.785664 0.93543 0.868389 0.691109 0.644486 0.666063 0.590973 0.959545 0.705786 0.615058 0.724185 0.560318 0.545482 0.506645 0.473612 1.01385 0.509341 0.460963 0.420985 0.461456 0.435779 0.443587 0.539923
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.024640000000000006 0.08864000000000001 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.089410000000000003 -0.071109999999999993 0.087215000000000015 -0.087909999999999988 -0.11033999999999998 0.077695000000000014 -0.085164999999999977 -0.10836499999999999 -0.14454499999999995 0.092395000000000019 -0.0091799999999999989 -0.49013999999999996 -0.0079099999999999986 0.0057500000000000008 -0.072534999999999988 -0.015314999999999997 0.094010000000000024 0.0033150000000000007 -0.025879999999999997 -0.023524999999999997 0.0073350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 6 -4 5 13 -3 8 9 -8 -7 12 -12 -1 15 24 17 -17 -2 -6 -18 23 -23 25 -15 26 27 -22 -29 -30
right_child=1 2 3 -5 19 10 7 -9 -10 -11 11 -13 -14 14 -16 16 20 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0020780058916757111 0.0021883122166709663 0.0001916862787608509 0.00083984275948473046 -0.0011747836716114706 0.0027783428957354442 0.0025139544133275437 0.00096433729923234377 0.0021275278103072056 -0.00022583253242963822 0.0018765993555228417 0.00016791531065317897 0.0016362018135871715 0.0012370418958775413 0.0029836266643510521 0.00033771498870571444 0.0018059216355818051 0.0022569217129479102 0.00015973748018953304 0.00097389961690103326 0.0018253597542975024 0.0015941832072927655 0.0017776209690576594 0.00026204367522028891 0.0013668682204011663 0.0019499112202981798 0.0027250282815923185 0.0013401955219467794 0.0026462159217799769 0.0023977203200546749 0.0013723733389898274
leaf_weight=161 45 42 25 20 26 22 292 29 24 52 28 169 206 22 23 20 54 26 25 1115 111 43 33 161 107 20 85 48 42 45
leaf_count=161 45 42 25 20 26 22 292 29 24 52 28 169 206 22 23 20 54 26 25 1115 111 43 33 161 107 20 85 48 42 45
internal_value=0 0.00101773 0.000911155 -5.55468e-05 0.00172093 0.00161999 0.00101025 0.00109685 0.00101562 0.00110224 0.00139143 0.00133015 0.00110911 0.00171704 0.00164785 0.00168473 0.00160196 0.00087547 0.00175459 0.00184708 0.00165401 0.00159864 0.00111954 0.00166976 0.0021262 0.00180869 0.00175332 0.00189607 0.00214429 0.00186737
internal_weight=0 554 484 45 2567 1426 439 397 368 344 425 403 234 1001 840 817 688 46 70 1141 642 588 76 512 129 351 331 246 135 87
internal_count=3121 554 484 45 2567 1426 439 397 368 344 425 403 234 1001 840 817 688 46 70 1141 642 588 76 512 129 351 331 246 135 87
is_linear=0
shrinkage=0.00650394


Tree=1993
num_leaves=31
num_cat=0
split_feature=1 4 4 12 3 1 2 1 2 2 47 14 0 2 11 1 4 1 49 1 15 0 0 147 1447 16 160 12 49 47
split_gain=171.939 22.5921 18.6877 15.0845 13.581 9.06263 8.52535 7.84542 5.21256 4.93348 3.35962 3.22012 3.21648 3.19379 3.0387 2.52177 4.1697 2.3555 1.99988 1.96155 1.95891 1.89568 1.97196 1.81912 1.65691 1.62451 1.56228 1.26787 1.25367 1.19895
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 -0.010834999999999999 -0.059315 0.13075500000000004 0.13754500000000003 0.092845000000000025 0.14285500000000004 0.089885000000000007 0.090100000000000013 0.062655000000000016 -0.062294999999999996 0.092120000000000021 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.15471500000000002 -0.012034999999999999 0.086920000000000011 0.013270000000000002 -0.068189999999999987 -0.14454499999999995 0.088610000000000008 -0.082869999999999985 -0.0094449999999999968 0.08325500000000001 -0.12529499999999996 -0.045154999999999994 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 18 23 9 13 10 11 20 19 -12 -1 15 24 -17 27 -2 -5 25 22 -9 -3 -11 -6 -15 -7 -4 -20
right_child=1 5 28 6 8 17 -8 21 -10 14 12 -13 -14 26 -16 16 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024552273250903608 0.0014138535942760542 0.0011909858208098646 0.00094924803611262589 0.0022259286319670285 0.0011982221803804331 0.00097756191611921613 0.0013805976900775031 0.0011384930965682536 0.00069173435783738207 0.0024530635751486723 0.0019363790016519178 0.002559367815676632 0.0011349144728873227 0.0016290931779717262 0.002312181364457174 0.0021060100570753277 0.001335924762031592 0.00018800638079596058 0.0021991961524580874 0.0020943505008323656 0.00146129265098617 0.0008800046118209937 0.0017151840328790261 0.0006852012086961852 0.0020314400435074015 0.0006976230593692584 0.0021365803631352687 0.00057056099558474422 0.0014106604715492682 0.0018262306125073288
leaf_weight=24 20 112 27 926 38 24 37 29 43 24 33 60 20 48 98 36 34 35 34 405 32 21 30 21 678 28 22 92 32 58
leaf_count=24 20 112 27 926 38 24 37 29 43 24 33 60 20 48 98 36 34 35 34 405 32 21 30 21 678 28 22 92 32 58
internal_value=0 0.00113128 0.00207662 0.00209756 0.00142857 0.000810961 0.00213146 0.00164988 0.00117614 0.00214374 0.00131408 0.002202 0.00163394 0.00195879 0.0020506 0.00201739 0.00173197 0.000546578 0.00186581 0.00218589 0.00114109 0.0012869 0.00143173 0.00111113 0.00204585 0.000985847 0.00178859 0.000654768 0.00119951 0.00196407
internal_weight=0 590 2531 2472 306 284 2298 174 194 2261 151 1391 53 94 870 772 70 151 112 1331 98 80 59 133 702 66 70 116 59 92
internal_count=3121 590 2531 2472 306 284 2298 174 194 2261 151 1391 53 94 870 772 70 151 112 1331 98 80 59 133 702 66 70 116 59 92
is_linear=0
shrinkage=0.00157699


Tree=1994
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 13 3 47 376 2 133 10 13 4 13 151 159 16 3 2 4 4 15 147 15 52 43 1447 16 150 49
split_gain=5.14866 1.33461 0.760402 0.711348 0.80093 0.682069 0.604506 0.665081 0.633605 0.944447 0.750445 0.576861 0.573584 0.568913 0.667004 0.534558 0.697464 0.488491 0.756465 0.603698 0.783104 0.433738 0.433452 0.409356 0.482235 0.398049 0.368872 0.384957 0.574897 0.354512
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.073404999999999984 0.23855500000000004 0.11924500000000002 0.085505000000000012 0.080200000000000007 0.13754500000000003 0.087985000000000022 0.058500000000000003 0.021350000000000004 0.053180000000000012 -0.0093149999999999986 -0.059889999999999992 0.091070000000000012 -0.11118499999999999 -0.13309499999999996 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 -1.0000000180025095e-35 0.091170000000000015 1.0000000180025095e-35 -0.065544999999999978 -1.0000000180025095e-35 -0.081699999999999981 -0.44310499999999992 0.088985000000000009 -0.026779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 11 8 -8 10 15 23 22 17 -4 -15 16 -10 18 -3 20 -19 -20 -5 24 -2 -26 -14 28 -28 -7
right_child=6 12 3 5 -6 29 7 -9 9 -11 -12 -13 26 14 -16 -17 -18 19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0002261899235385193 0.0002442219752179862 0.003469577914745219 0.0013601670850360392 0.0021098382843057943 0.002279951405182226 0.0018275927718184167 0.0016784143332796038 0.00022279325958924847 0.00022029554325192138 0.0017609364698494467 0.00024892307142917276 0.00086232901407053001 0.0025822799152143911 0.0011576127780491771 -0.00039035936155799037 0.0006854761181857964 -0.0014633520028796952 0.0019195408991050783 0.0012127548979546758 0.0019618983001157587 2.1901901001369145e-05 0.0023033207339425311 0.00098874948557956715 0.002229426429152579 0.00079085617998343814 0.0020386958034742005 0.0023289755174123457 0.0013517190349405604 0.0010314045059768506 0.00069633660430317931
leaf_weight=23 23 27 88 247 31 23 85 21 33 20 44 25 20 32 28 37 22 28 23 1685 20 131 20 24 24 32 62 175 26 42
leaf_count=23 23 27 88 247 31 23 85 21 33 20 44 25 20 32 28 37 22 28 23 1685 20 131 20 24 24 32 62 175 26 42
internal_value=0 0.00184983 0.00153029 0.00158625 0.00120942 0.00177519 0.000924099 0.00139004 0.000733406 0.000318369 0.00104962 0.00192624 0.00193113 0.000985191 0.000435226 4.76767e-06 -0.000453163 0.00197664 0.00233871 0.00193883 0.00112886 0.00214044 0.00202586 0.00139167 0.00113716 0.00150391 0.00162335 0.00155043 0.0019456 0.00109663
internal_weight=0 2756 559 536 179 357 365 106 259 112 147 292 2197 148 60 92 55 1914 181 1733 48 154 267 103 79 56 283 263 88 65
internal_count=3121 2756 559 536 179 357 365 106 259 112 147 292 2197 148 60 92 55 1914 181 1733 48 154 267 103 79 56 283 263 88 65
is_linear=0
shrinkage=0.00732449


Tree=1995
num_leaves=31
num_cat=0
split_feature=1 52 105 2 52 4 2 1447 13 52 1447 160 16 48 402 475 160 49 484 1456 1446 13 13 474 51 160 3 52 132 1
split_gain=4.18408 1.09511 0.861537 1.39474 0.608496 0.513918 0.555739 0.60251 0.518766 0.502048 1.00715 0.652346 0.571974 0.498121 0.537845 0.475821 0.728501 0.577702 0.56432 0.562301 0.557052 0.486735 0.913139 0.577991 0.491327 0.628385 0.590009 0.556374 0.541941 0.912027
threshold=0.10312500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.19022000000000003 0.40124500000000002 0.090175000000000019 -0.082954999999999987 -0.11122999999999998 0.11639500000000001 -0.085644999999999985 -0.54200499999999985 -0.16075999999999999 0.15372000000000002 0.09388500000000001 -0.088274999999999978 -0.046074999999999991 0.11560500000000001 0.088375000000000009 -0.089834999999999984 0.086550000000000002 -0.051094999999999995 -0.066634999999999986 0.085295000000000024 -1.0000000180025095e-35 0.081905000000000019 -0.084144999999999984 0.088555000000000009 -0.029554999999999994 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 13 6 8 -8 -1 12 -11 -12 -10 14 -3 16 -14 18 19 -17 21 22 -21 24 -23 26 27 -26 -28 -30
right_child=1 2 -4 -5 -6 -7 7 -9 9 10 11 -13 15 -15 -16 17 -18 -19 -20 20 -22 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0022708940471004978 0.0016325917584543667 0.00090925907564166518 0.0021949992034789711 -0.00059492420231467384 0.0014843333334357374 0.00053392427567151455 0.0021709006949373688 0.001373858540350119 0.0026242541640829962 -0.00013733881598346291 0.0025118104331027956 0.0012132100432300889 7.1866362856365281e-05 -0.00018939642929453372 -2.9535000040249517e-06 0.00059322672243911274 0.0017654424898116234 0.00059070645611935776 0.0022976103205855193 0.0015296864532795139 0.0024170723759955413 0.0024899252766713148 0.00027578987283302957 0.00077510433585109572 0.001779823066601022 0.00097040466778907991 0.0016880059555963302 0.0010816110273137031 0.0034442669135227181 0.0019446313738895066
leaf_weight=49 90 478 20 28 65 22 42 896 24 20 20 90 21 20 29 22 22 22 55 446 38 39 26 25 288 42 53 58 29 42
leaf_count=49 90 478 20 28 65 22 42 896 24 20 20 90 21 20 29 22 22 22 55 446 38 39 26 25 288 42 53 58 29 42
internal_value=0 0.000960835 0.000866369 0.00082351 0.000890598 0.0015234 0.00153259 0.00140955 0.00161324 0.00158992 0.00120522 0.00144932 0.00162987 0.000817367 0.000857081 0.00161043 0.000938347 0.00163482 0.00165457 0.00162265 0.0016435 0.00161546 0.00146062 0.00174234 0.00178622 0.00173262 0.00180073 0.00166278 0.00218567 0.00255716
internal_weight=0 730 640 620 592 2391 2369 938 1431 1382 130 110 1252 527 507 1228 43 1185 1163 1108 1086 1048 472 576 551 512 470 346 124 71
internal_count=3121 730 640 620 592 2391 2369 938 1431 1382 130 110 1252 527 507 1228 43 1185 1163 1108 1086 1048 472 576 551 512 470 346 124 71
is_linear=0
shrinkage=0.00650394


Tree=1996
num_leaves=31
num_cat=0
split_feature=1 123 44 3 13 15 2 13 40 1204 4 42 12 129 16 15 52 4 15 3 3 160 0 0 393 403 13 483 51 49
split_gain=3.50313 1.03872 0.908837 0.732007 0.713137 0.946673 0.517623 0.721298 0.763378 0.68308 0.60748 0.690274 0.712562 0.515424 0.685479 0.573253 0.53948 0.505581 0.504182 0.499614 0.491215 0.478212 0.670358 0.71173 0.476223 0.853637 0.484303 0.509709 0.48037 0.443784
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 -0.42195999999999995 -0.0058549999999999991 0.089005000000000015 -0.16152999999999998 0.051255000000000002 -0.079429999999999987 -0.015039999999999998 -0.12995999999999999 0.11903500000000002 0.084115000000000009 -0.076669999999999988 0.09006500000000002 0.092965000000000006 0.40124500000000002 -0.24436499999999997 0.13524500000000003 -0.010424999999999999 -0.067824999999999983 -0.087414999999999979 -0.13027499999999997 0.092975000000000016 -0.077589999999999978 -0.097224999999999992 -0.095084999999999989 -1.0000000180025095e-35 -0.0069299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 19 24 -8 9 -9 11 -11 13 14 15 -13 -17 -2 -3 -6 -19 -22 23 -23 26 -26 -1 28 -28 -16
right_child=17 18 -4 4 5 -7 7 8 -10 10 -12 12 -14 -15 29 16 -18 20 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0020156855414212907 0.00093645270449150761 -4.089998524639438e-05 0.0026061583906408065 0.0018446438962007282 0.0016801451229990277 -0.00040291480776533665 4.1527856403866711e-05 0.00035744803883410142 2.9102737051382875e-05 0.0027243770396576735 0.001218903430923753 0.003089150357920708 0.00048845488538287794 0.0007194074297516488 0.0021355203412095703 0.0011962233434342278 0.0025022093204475821 0.00088511881999284018 0.0010179247940598957 0.00038492172379538694 0.00084023307820867892 -0.00051455267456873858 -0.00089288687342555103 0.0010607628010039813 0.0015343882905834196 0.0031608097461931946 0.0029371221163751846 0.001425130039767387 0.0015640565210048997 0.0014114055156263015
leaf_weight=74 152 24 29 26 30 30 20 30 20 22 480 23 30 31 44 30 28 64 145 25 33 24 32 29 45 22 20 1206 28 325
leaf_count=74 152 24 29 26 30 30 20 30 20 22 480 23 30 31 44 30 28 64 145 25 33 24 32 29 45 22 20 1206 28 325
internal_value=0 0.00138172 0.00141491 0.00140157 0.00086397 0.000563999 0.00142565 0.00131465 0.00133861 0.00136372 0.00139352 0.00155077 0.00150024 0.00156335 0.00162149 0.00218517 0.0018267 0.000648373 0.000867559 0.00109141 0.000407779 0.000148883 -0.000119524 0.000347412 0.00151182 0.00206844 0.00148374 0.00145235 0.00213617 0.00149775
internal_weight=0 2787 2618 2589 111 85 2478 1083 1063 1043 1013 533 511 481 450 81 58 334 169 55 182 118 85 53 1395 67 1328 1254 48 369
internal_count=3121 2787 2618 2589 111 85 2478 1083 1063 1043 1013 533 511 481 450 81 58 334 169 55 182 118 85 53 1395 67 1328 1254 48 369
is_linear=0
shrinkage=0.0067667


Tree=1997
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 2 2 2 4 0 2 0 3 4 0 12 4 15 2 50 49 52 2 1 1 42 0 15
split_gain=170.828 20.2803 17.3634 10.595 10.5064 8.41581 6.0865 5.24289 5.17063 6.81839 4.96488 3.73906 4.63838 3.62894 3.62154 3.27085 3.14138 2.89875 2.72258 3.72862 2.63359 2.43738 2.37086 2.02692 2.27393 1.80318 1.7653 1.71587 3.51076 1.55671
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.27834500000000006 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 -0.23194499999999998 -0.14186499999999996 -0.062539999999999984 -0.13027499999999997 0.11734000000000001 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.041865000000000006 -0.012034999999999999 1.0000000180025095e-35 0.10381000000000001 0.12000500000000001 0.12408500000000001 0.084835000000000008 -0.066689999999999985 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 13 8 7 16 25 -10 -6 12 -12 -1 -9 -11 -4 -16 20 -20 -15 29 -2 24 -14 -3 -17 -18 -29 -7
right_child=1 5 6 -5 10 21 -8 14 9 15 11 -13 23 18 17 26 27 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024733394981295491 0.001318411455954339 0.001094252973184717 0.0024075772341490393 0.0010676369105436601 0.0019691963522410786 0.0005792996467941274 0.0012380051658893599 0.0021846305324589141 0.0018247153667879149 0.001594378801499469 0.0017723091032182555 0.00092105050887367689 0.0014940337567118378 0.0022403488387604934 0.0019159054127439025 0.0010932762331912474 0.0021018357839249708 0.0016152681017611698 0.0018708779406003361 0.0012529598932661107 0.001630460153897348 0.00096482605395219515 0.0018610116272625408 0.001679681666297774 0.00098378276822901393 0.00063707005070376605 0.00075915347873015083 0.0020169973271077796 0.0014219851537461026 0.00013797486496358238
leaf_weight=22 20 24 53 74 35 63 21 93 28 21 63 30 28 52 631 108 665 73 76 27 20 26 92 20 49 66 46 552 21 22
leaf_count=22 20 24 53 74 35 63 21 93 28 21 63 30 28 52 631 108 665 73 76 27 20 26 92 20 49 66 46 552 21 22
internal_value=0 0.00109675 0.0019502 0.00148702 0.00168573 0.000917065 0.00200312 0.00201082 0.00104395 0.00117029 0.00147485 0.00138378 0.00147055 0.00192659 0.00191973 0.00106558 0.00206705 0.00188473 0.00185785 0.0017089 0.00207094 0.000582133 0.00176412 0.00127456 0.00116933 0.000758985 0.000993473 0.00205248 0.00199519 0.000465074
internal_weight=0 590 2531 186 422 404 2109 2088 293 203 225 190 160 197 797 175 1291 704 175 103 72 111 112 97 77 90 154 1238 573 85
internal_count=3121 590 2531 186 422 404 2109 2088 293 203 225 190 160 197 797 175 1291 704 175 103 72 111 112 97 77 90 154 1238 573 85
is_linear=0
shrinkage=0.00142833


Tree=1998
num_leaves=31
num_cat=0
split_feature=1 12 2 151 49 15 1 475 13 12 34 13 0 0 0 1 13 160 13 52 447 9 47 1420 49 0 42 43 42 1419
split_gain=3.48282 1.05988 0.628705 0.666274 1.11167 0.602498 0.625632 0.710273 0.519377 1.38847 0.717244 0.595719 0.80638 0.441564 0.803473 0.473118 0.45338 0.434388 0.557962 0.428553 0.395644 0.927892 0.406374 0.442196 0.461859 0.50901 0.614709 0.818668 0.540327 0.421017
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.015440000000000001 -0.069799999999999987 0.024640000000000006 0.095950000000000021 -0.068264999999999978 -0.072819999999999982 0.096990000000000007 -0.028109999999999996 0.05868000000000001 -0.074229999999999977 -0.10324499999999999 -0.13455999999999999 0.13657000000000002 -0.39067499999999994 0.058535000000000011 -0.0093149999999999986 -0.096999999999999989 0.089395000000000016 0.081890000000000004 0.11114000000000002 -0.083904999999999993 -0.18481499999999998 -0.076579999999999995 -0.080354999999999982 -0.11180499999999999 -0.091214999999999977 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 13 -10 12 -12 14 -2 -15 -17 -8 -19 -7 21 22 23 29 -25 -26 28 -28 -27 -3
right_child=8 20 -4 4 -6 19 17 -9 10 -11 11 -13 -14 15 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00047191399441437145 0.00034612628589039083 0.0013289885803530049 -2.6589718037739356e-05 0.0012613051784063562 -0.00036715928645270724 0.0012411276010154183 0.0009858950079335905 0.0014318656159484895 -0.0001177418805194237 -0.0010947988621305914 0.00050809500386673459 0.00048355696575068266 0.0017163690839545869 0.0008185766995626745 0.0018993573544219763 0.00045999049928545225 -0.00069773208573274583 0.00093334388002193661 -0.00031606866030893651 0.0024807120553053705 0.00057169975797446114 0.0025166190711757635 0.0008237747138278447 0.00042387850452953299 0.0013747838721585982 0.0013159097895372291 0.00015451781821670615 0.0011428482770885547 0.0024243339713129106 0.0025865397182226781
leaf_weight=34 29 20 21 32 31 22 170 195 26 22 32 55 59 38 22 27 24 29 25 20 27 24 64 22 1495 53 34 425 24 20
leaf_count=34 29 20 21 32 31 22 170 195 26 22 32 55 59 38 22 27 24 29 25 20 27 24 64 22 1495 53 34 425 24 20
internal_value=0 0.00124785 0.00101445 0.00105363 0.000459997 0.00112918 0.00106408 0.00128934 0.00058556 0.000336531 0.000820111 0.000987126 0.00129148 0.000561454 0.00101615 0.0003009 -8.48201e-05 0.000833783 0.000354912 0.00183141 0.00130905 0.00131818 0.00130485 0.00131956 0.00130712 0.00131669 0.00115465 0.00106964 0.00166139 0.00195776
internal_weight=0 2787 579 558 63 495 453 229 334 162 172 146 91 140 51 89 51 224 54 42 2208 2181 2157 2093 2053 2031 536 459 77 40
internal_count=3121 2787 579 558 63 495 453 229 334 162 172 146 91 140 51 89 51 224 54 42 2208 2181 2157 2093 2053 2031 536 459 77 40
is_linear=0
shrinkage=0.0061288


Tree=1999
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 14 1 4 0 15 47 12 1 47 2 12 4 1 0 4 0 0 1 12 0 16 51 47
split_gain=181.519 31.2238 18.7414 15.3309 11.8703 9.0039 6.25892 6.19422 5.33445 5.2383 5.32888 4.88357 3.99138 3.54314 3.14903 3.90104 2.57767 2.5662 2.09154 2.28992 1.98676 2.44215 2.0515 1.98559 1.88461 1.83355 1.81992 1.33325 1.23567 1.21655
threshold=0.104035 -0.40967499999999996 0.13559000000000002 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.018150000000000003 -0.10836499999999999 -0.098289999999999975 0.13082500000000002 0.091715000000000005 0.083345000000000016 0.084210000000000021 0.094835000000000017 0.13597000000000004 -0.17966999999999997 0.11669000000000002 -0.07929499999999999 -0.49013999999999996 -0.030209999999999997 -0.11991499999999998 0.16540500000000002 0.09320500000000001 -0.15931499999999996 0.26676500000000009 0.13995500000000002 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 -6 9 16 10 11 -1 24 -7 23 -16 -5 -15 -3 29 28 25 -23 -11 -4 27 -13 -22 -12 -20
right_child=1 2 12 8 6 13 -8 -9 -10 14 20 26 -14 17 15 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002195006479246414 0.0019236919369634198 0.001399403773044264 0.00052152887089754749 0.0020740190467100138 0.0016957837882327232 0.001006106693510086 0.00099822159100889794 0.0023265925039908202 0.0011033788001463386 0.0021253472612098039 0.0020111990842110123 0.0015561932718091728 0.0011198790819795038 0.0017647548673368491 0.00090855853283603122 0.0016965981133499242 0.0014780297337674512 0.0012698162675781298 0.00097385230444864814 0.00076158212618095817 0.0024006168572989792 0.0018847984871887661 0.0015719638682441905 0.0017428083746092952 6.1922947797832589e-05 0.001807239017000758 0.001020136395481018 0.0020286340467885093 0.0017066530658604263 0.001334857823215071
leaf_weight=21 76 20 136 24 86 20 40 85 64 36 1136 41 22 108 20 40 43 28 143 123 39 404 50 144 22 35 20 43 29 23
leaf_count=21 76 20 136 24 86 20 40 85 64 36 1136 41 22 108 20 40 43 28 143 123 39 404 50 144 22 35 20 43 29 23
internal_value=0 0.00104272 0.000933852 0.00188896 0.00109745 0.00191658 0.00147434 0.00194118 0.00140418 0.00192526 0.00195197 0.00158905 0.000538487 0.00157866 0.00172297 0.00143392 0.00169152 0.00166286 0.000943771 0.000912239 0.00196911 0.00189871 0.00185035 0.00181932 0.000457533 0.0020864 0.00138044 0.00220555 0.00200362 0.00102387
internal_weight=0 691 615 2430 435 2299 126 2143 131 2058 1818 82 180 156 240 60 67 136 309 289 1736 571 454 180 158 117 61 82 1165 166
internal_count=3121 691 615 2430 435 2299 126 2143 131 2058 1818 82 180 156 240 60 67 136 309 289 1736 571 454 180 158 117 61 82 1165 166
is_linear=0
shrinkage=0.00145689


Tree=2000
num_leaves=31
num_cat=0
split_feature=4 3 9 44 4 3 3 49 15 376 42 0 51 2 48 48 149 44 15 49 96 0 1 49 159 456 151 480 456 156
split_gain=3.60095 1.15538 0.973806 0.68289 0.683505 0.874029 0.879287 1.5407 1.69416 0.80395 0.723924 0.678221 0.655708 0.631399 0.472916 0.624196 0.436294 0.384551 0.367541 0.358734 0.356423 0.386232 0.43621 0.481587 0.34092 0.56611 0.550161 0.447518 0.484639 0.409684
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.059649999999999988 -0.15121499999999996 0.092670000000000016 -0.061079999999999988 -0.026084999999999994 0.084145000000000011 0.11649000000000002 1.0000000180025095e-35 -0.20636999999999997 0.25063000000000007 0.092475000000000016 0.078735000000000013 0.07770500000000001 0.097195000000000017 -0.088429999999999995 -0.08130999999999998 0.086715000000000014 0.034820000000000011 0.11910500000000002 -0.047584999999999995 -0.0060149999999999986 0.087225000000000011 -0.08341999999999998 -1.0000000180025095e-35 0.041000000000000002 0.078780000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 12 -6 9 -8 -9 10 24 -1 -4 16 15 -14 20 -5 -3 -11 21 22 23 -2 29 27 -27 -26 -29 -7
right_child=13 18 3 17 5 6 7 8 -10 19 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0012604648476335658 -8.6140131233240463e-06 0.0013550506885919617 0.0028344159580790439 0.0031894943131378071 4.0877492260112733e-05 0.001690636885257136 0.0021979721837654368 0.0013110183520894873 -0.0016344395519874236 0.0011775427897886166 0.00077422041895776653 -0.00047201383528379875 0.001611988740341553 -0.00045252565198180113 0.00076018743492493196 0.0028055283448394598 0.0016886212428550383 0.0017703671540267034 0.00024307436685549813 -0.00017784056321414805 -0.00022064066185748454 0.0016375543339844007 0.0003952468557503512 0.0012104432536535821 0.00033103048262875701 0.002367170550076144 0.0012502021316540095 0.0014720865640804901 0.00043617097335513921 0.002738939861940369
leaf_weight=27 21 23 24 20 25 220 21 20 22 20 70 22 1145 24 34 24 26 21 52 22 21 25 134 101 20 69 36 785 25 22
leaf_count=27 21 23 24 20 25 220 21 20 22 20 70 22 1145 24 34 24 26 21 52 22 21 25 134 101 20 69 36 785 25 22
internal_value=0 0.00148078 0.00150574 0.0015247 0.00150993 0.00139791 0.00142301 0.000578097 -0.000231841 0.0014643 0.00149787 0.000482617 0.00163564 0.000694278 0.00161173 0.00163649 0.000778191 0.00246262 0.00058408 0.00046758 0.000699809 0.000768597 0.000683738 0.00100061 0.00154091 0.00147749 0.00198421 0.00141339 0.00144011 0.00178594
internal_weight=0 2769 2694 2645 2604 1377 1352 63 42 1289 1247 49 1227 352 1203 1169 328 41 75 42 302 281 256 122 1177 935 105 830 810 242
internal_count=3121 2769 2694 2645 2604 1377 1352 63 42 1289 1247 49 1227 352 1203 1169 328 41 75 42 302 281 256 122 1177 935 105 830 810 242
is_linear=0
shrinkage=0.00732449


Tree=2001
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 4 1 2 2 34 1 52 51 4 1 2 1429 131 2 47 0 15 15 1 131 0
split_gain=137.479 24.5075 12.8842 10.5025 7.87279 7.4452 5.39765 5.19377 4.85163 3.97207 3.52777 3.32106 2.76955 2.46413 2.16679 2.14089 2.09287 1.98154 1.96521 3.21673 1.93075 1.72592 1.91355 1.59799 1.45894 1.45203 1.40233 1.38781 1.34525 1.24988
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.090050000000000005 0.14285500000000004 -1.0000000180025095e-35 0.080270000000000022 -0.56176499999999996 0.11144500000000002 0.27834500000000006 0.089770000000000016 0.097845000000000015 0.084690000000000015 0.082750000000000004 0.31358000000000003 0.090100000000000013 -0.23091999999999999 0.090455000000000021 -0.45963999999999994 0.082005000000000008 0.09031500000000002 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 7 12 8 11 -6 -5 14 13 -4 16 -13 -1 -15 27 -20 -16 22 -14 24 -3 -10 -19 -17 -2 -7
right_child=1 2 6 10 9 29 -8 -9 25 -11 -12 15 21 17 20 18 -18 26 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018681974646977955 0.0019147783110704418 0.0012463219083424196 0.00052807577849576192 0.0016329740303773017 0.0016287085855518416 0.0014731411325641006 0.00123291058813464 0.0011148058708148059 0.0022689961887650081 0.0010559728741873203 0.0010904441203028119 0.0020030127170708395 0.0005267740305705535 0.0011963513331089953 0.001761389242778967 0.0016979424844943589 0.0014187180798704482 0.0010687393448957925 0.0010166386870853108 0.0016801669428743928 0.0013361613546430523 0.00085384072059138151 3.5391881272602481e-05 0.0012863622361224383 0.00090826051943572602 0.0019054120891186413 0.00063592882769790751 0.0020560410525341526 0.0015218367647421164 0.0010285258792724751
leaf_weight=821 52 28 45 37 74 22 37 22 47 33 58 43 59 32 483 711 20 21 21 40 21 20 20 32 171 37 43 21 24 26
leaf_count=821 52 28 45 37 74 22 37 22 47 33 58 43 59 32 483 711 20 21 21 40 21 20 20 32 171 37 43 21 24 26
internal_value=0 0.00105522 0.000964328 0.0017492 0.00114422 0.00176741 0.000744827 0.00177864 0.00178509 0.00145207 0.00130175 0.00177262 0.000669581 0.000793157 0.00181485 0.00170466 0.00185751 0.000917414 0.00168849 0.00145174 0.00174367 0.000493579 0.000402373 0.00100162 0.000955827 0.00210885 0.000777945 0.00170822 0.00179069 0.00123231
internal_weight=0 691 615 2430 338 2335 277 2287 2265 107 95 2181 240 141 1345 836 841 96 793 61 504 99 79 231 199 84 64 732 76 48
internal_count=3121 691 615 2430 338 2335 277 2287 2265 107 95 2181 240 141 1345 836 841 96 793 61 504 99 79 231 199 84 64 732 76 48
is_linear=0
shrinkage=0.00137286


Tree=2002
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 4 12 52 157 15 42 47 52 2 51 0 42 4 13 43 160 49 3 48 48 159 159 43 13 149
split_gain=3.48427 1.11172 0.889535 0.641679 0.585743 0.614996 0.804203 0.7942 1.08301 0.785395 0.74752 0.639042 0.773552 0.549182 0.545651 0.491505 0.469661 0.560482 0.489439 0.442148 0.646269 0.795787 0.638475 0.405721 0.522398 0.405063 0.416492 0.443538 0.399944 0.59533
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 -0.059649999999999988 0.078300000000000008 0.23925500000000002 -0.078969999999999985 -0.0040799999999999994 0.11688500000000002 0.077555000000000013 -0.088614999999999985 0.25063000000000007 -0.20636999999999997 -0.067094999999999988 0.11066000000000001 -0.050494999999999991 -0.15078499999999997 -0.081289999999999987 -0.50449999999999984 -0.14811499999999997 -0.096099999999999977 0.092475000000000016 0.078735000000000013 -0.089309999999999987 0.078675000000000009 -0.077604999999999993 0.15641500000000003 0.07770500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 14 7 8 -7 11 16 12 -10 28 -4 -14 17 -8 -19 20 -20 -22 -21 24 -16 -24 -27 -28 29 -2
right_child=13 -3 4 -5 -6 6 10 -9 9 -11 -12 -13 15 -15 23 -17 -18 18 19 22 21 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00036227932821720468 0.00064590975322536734 0.00051030998474993559 0.0023575481888060707 0.0011047530959676683 0.0020990890857443029 -0.0003544721237584219 0.00052885311810004041 -0.00031663479908867207 0.0015488534499795215 0.0020709959445159953 0.00061956735240003375 0.0016418469011404487 0.00072829567805913153 -0.00032855904210611002 0.0013870072810918746 -0.0003411747122722791 0.0022736019206021853 0.0022793210349177783 0.002552281723224034 0.00032768473158055125 0.00019604023505485362 0.0014681775414160947 0.0016142492062030931 0.00069991877645259461 0.0023375590909265652 0.0010331644451248201 0.00080700658019628693 0.0018560303746313592 -0.00020310847117477887 0.0016917509872985831
leaf_weight=22 284 75 24 27 38 22 36 20 42 31 64 47 104 24 1145 21 21 22 21 33 21 417 96 34 24 282 23 57 20 24
leaf_count=22 284 75 24 27 38 22 36 20 42 31 64 47 104 24 1145 21 21 22 21 33 21 417 96 34 24 282 23 57 20 24
internal_value=0 0.00127605 0.00129737 0.000446085 0.00131314 0.00130168 0.00120933 0.000908943 0.00100075 0.00112244 0.00128821 0.000985031 0.000800179 0.000602536 0.00140554 0.000548625 0.0013298 0.00131014 0.00133907 0.0013173 0.00145957 0.00140718 0.00118429 0.00138655 0.00140652 0.00124602 0.00114836 0.00155444 0.000670665 0.000727404
internal_weight=0 2769 2694 49 2645 2607 1380 287 267 245 1093 214 167 352 1227 125 1029 1008 972 950 459 438 491 1203 1169 458 362 80 328 308
internal_count=3121 2769 2694 49 2645 2607 1380 287 267 245 1093 214 167 352 1227 125 1029 1008 972 950 459 438 491 1203 1169 458 362 80 328 308
is_linear=0
shrinkage=0.00637641


Tree=2003
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 42 47 11 11 1 2 1 1 11 130 13 160 16 12 12 156 39 2 1447 4 0
split_gain=166.375 27.5585 16.2533 13.8161 10.6029 8.96454 6.28689 5.8296 5.16624 4.18801 3.92222 2.87222 2.14333 2.1728 3.42028 1.92243 1.881 1.61156 1.59444 2.81773 4.17675 2.51128 1.47059 1.43917 1.39358 1.3763 1.68857 1.28078 1.18462 1.91258
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.089775000000000008 -0.076394999999999977 0.13082500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.088975000000000012 0.09678500000000001 0.16540500000000002 0.086920000000000011 0.082485000000000017 -0.076894999999999977 -0.0044799999999999987 -1.0000000180025095e-35 -0.016164999999999995 0.082480000000000012 0.096475000000000019 1.0000000180025095e-35 0.084780000000000008 -0.0050599999999999994 -0.082869999999999985 -0.49013999999999996 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 23 11 -5 15 16 13 27 -15 -4 -1 -14 -3 -20 -21 -22 -18 -6 -19 -11 -27 -10 -29 -30
right_child=1 2 10 9 7 -7 -8 -9 12 25 -12 -13 17 14 -16 -17 22 24 19 20 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0022258632033891946 0.002114541092130497 0.00071949388530916103 0.00069251615238673887 0.0021276488432449897 0.0021874340891737836 0.0014451371002307005 0.0012948117071045269 0.001144736550894792 0.0023973974774710981 0.0010192937285218046 0.0013332601919028475 0.002533882744884169 0.0026266762154165831 0.0012019070313126839 0.0020040241640904267 0.00019005737885866941 0.0018489463131442653 0.0019323390961337504 0.0010239344502311456 0.0018367403731611226 0.0013157927298397911 0.00068732181156412435 0.0021332693470908614 0.0017508409100567594 0.0024479290355652094 0.0011517718177724812 0.0017355960924159313 0.0023358958502308017 0.0020396744494074861 0.0016560809720937764
leaf_weight=919 76 23 136 21 28 48 22 37 25 24 22 62 25 20 39 22 52 32 174 31 64 21 348 57 22 22 28 31 656 34
leaf_count=919 76 23 136 21 28 48 22 37 25 24 22 62 25 20 39 22 52 32 174 31 64 21 348 57 22 22 28 31 656 34
internal_value=0 0.00121867 0.00110796 0.00209562 0.00127287 0.0021196 0.00213376 0.00166722 0.00214191 0.0015061 0.000709418 0.00220217 0.00204777 0.00202345 0.00173212 0.000622554 0.00218657 0.00229565 0.00111916 0.00115086 0.00134124 0.00116052 0.00209631 0.00189466 0.00214239 0.00132971 0.00147871 0.00204649 0.00203432 0.00202077
internal_weight=0 691 615 2430 435 2335 2287 122 2265 95 180 1381 884 805 59 158 1319 79 313 290 116 85 400 85 54 74 50 746 721 690
internal_count=3121 691 615 2430 435 2335 2287 122 2265 95 180 1381 884 805 59 158 1319 79 313 290 116 85 400 85 54 74 50 746 721 690
is_linear=0
shrinkage=0.00157699


Tree=2004
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 47 12 4 47 2 34 4 2 11 11 12 0 4 4 3 15 0 2 16 48 4 0 43 2
split_gain=107.184 13.026 11.4258 7.81029 7.3037 4.63345 4.59533 4.18706 3.9644 2.64953 2.63215 2.81149 2.60284 2.24497 2.15033 2.63317 2.12484 2.0772 1.75727 1.68688 2.05505 1.64191 1.60849 2.12168 1.51026 1.40834 1.39505 1.35439 1.33841 3.31496
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.16363499999999997 0.12958500000000003 0.090285000000000018 0.40124500000000002 0.077555000000000013 0.13754500000000003 -1.0000000180025095e-35 0.033845000000000007 0.11389000000000002 1.0000000180025095e-35 0.080150000000000013 0.13597000000000004 -0.11242999999999999 0.41555500000000006 -0.064054999999999987 0.090900000000000009 -0.45963999999999994 -0.067094999999999988 0.10444500000000002 -0.040964999999999994 0.084670000000000009 -0.0070899999999999991 -0.097024999999999986 -0.08076499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 9 -6 10 14 26 13 11 -3 16 19 17 -16 27 -4 -13 -1 -21 -20 23 25 -8 -7 -5 -9 -2 -30
right_child=1 6 7 8 5 22 24 12 -10 -11 -12 18 -14 -15 15 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017401360412773366 0.00069158683719707469 0.00042599184718177582 0.0013320213078456804 0.0017614003666484969 0.0017024821948737 0.0015714115888907298 0.00082600591608845845 0.0019413612230448738 0.00093222116036738246 0.0019527647337242045 0.00041531163162089694 0.0011750160339400008 0.0014196563633260182 0.0010188999933872264 0.0022607572980364501 0.0017201807414829122 0.0012229919577541812 0.001718385834110744 0.0010678856451031397 0.0015530727806492327 0.0010654222123064234 0.00051749826340820272 0.00073192262581918703 0.00091423448159243692 0.0013695475805535103 0.0011365587750677821 0.0013860312565861035 0.001627469307681993 0.0014504557396713641 0.00087326899793502819
leaf_weight=69 44 45 33 46 31 28 23 33 29 35 112 32 171 20 37 47 29 1024 20 84 26 33 28 57 24 44 45 735 29 108
leaf_count=69 44 45 33 46 31 28 23 33 29 35 112 32 171 20 37 47 29 1024 20 84 26 33 28 57 24 44 45 735 29 108
internal_value=0 0.000899701 0.00161711 0.00112039 0.00138944 0.00116697 0.000669853 0.00166267 0.00142025 0.00156818 0.000585621 0.000732348 0.00158934 0.00150054 0.00172487 0.00195829 0.00162575 0.00170632 0.000894537 0.00155435 0.00143781 0.000725192 0.00106123 0.00113271 0.00110356 0.00130567 0.00157578 0.00164096 0.000921581 0.000995447
internal_weight=0 590 2531 301 422 188 289 2109 120 234 242 130 968 199 1141 84 797 1057 85 179 110 53 157 129 47 72 91 768 181 137
internal_count=3121 590 2531 301 422 188 289 2109 120 234 242 130 968 199 1141 84 797 1057 85 179 110 53 157 129 47 72 91 768 181 137
is_linear=0
shrinkage=0.00151575


Tree=2005
num_leaves=31
num_cat=0
split_feature=1 52 3 12 48 47 50 47 4 0 2 14 484 47 160 1 133 41 0 16 16 52 3 2 2 157 42 43 1446 1454
split_gain=4.01982 1.08832 0.850671 0.808042 0.552827 0.607864 0.920921 0.596609 0.491537 0.466137 0.456744 0.495247 0.469039 0.460828 0.579511 0.68681 0.909573 0.534213 0.551253 0.581922 0.558722 0.56317 0.591436 0.556465 0.467913 0.45519 0.4547 0.703342 0.435772 0.758033
threshold=0.10312500000000001 -0.52606999999999993 0.31534000000000006 -0.42850999999999995 -0.089099999999999999 0.078345000000000012 0.10616500000000001 0.11370000000000001 0.40124500000000002 -0.23091999999999999 0.095545000000000005 0.076975000000000002 0.12418000000000001 0.081320000000000017 0.066685000000000008 0.093575000000000019 0.092845000000000011 0.083975000000000008 -0.079984999999999987 -0.25582999999999995 -0.074319999999999983 -0.42635499999999998 -0.10831999999999999 0.10327000000000001 0.10252500000000002 0.11779500000000001 -0.0041849999999999986 -0.12152999999999999 0.083715000000000026 0.083800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 -3 6 9 -7 10 -6 11 26 13 14 17 16 24 18 19 -12 -20 25 -23 -21 -16 -22 -1 -28 -29 -30
right_child=1 2 3 -5 5 7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 20 23 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0017276777535193311 0.0017767762249293359 0.0020514500205982295 0.0010565799182060266 -0.00028028167368968017 0.0016007510653815716 0.0018631398750584721 0.0019099009143279441 0.00096284376083872949 0.0004966938721621836 0.00060567727586137877 0.0016506472565003623 0.0021537784176429218 0.0022410274447533492 0.002093559254389598 0.0031691026726202963 0.00064793034593080908 0.00088225451738760028 6.2413555487946345e-05 0.0021805494063015817 0.00083533602011174354 0.002158203347233067 -1.1364848981107721e-07 0.0011976492090733158 -0.0004996210870165744 0.0019390921656644341 0.0010136900114523797 0.00057580281606813444 0.0014614393136290467 0.0020710584682575445 0.00087340936076969495
leaf_weight=554 67 21 35 56 24 54 31 100 22 342 26 71 28 35 26 22 24 20 35 51 49 22 183 21 34 25 39 939 134 31
leaf_count=554 67 21 35 56 24 54 31 100 22 342 26 71 28 35 26 22 24 20 35 51 49 22 183 21 34 25 39 939 134 31
internal_value=0 0.000938451 0.000853734 0.000233896 0.000952344 0.000910455 0.000767674 0.00127853 0.00152361 0.000670928 0.00153315 0.00158903 0.00136877 0.00132615 0.00127623 0.00173353 0.00201786 0.00116402 0.00121749 0.000765581 0.00135854 0.00125542 0.00106911 0.000445974 0.0024721 0.00177154 0.0015654 0.00148674 0.00151892 0.00184605
internal_weight=0 730 663 91 572 551 397 154 2391 366 2369 1768 601 573 538 106 84 432 412 98 314 279 205 72 60 74 1697 1143 1104 165
internal_count=3121 730 663 91 572 551 397 154 2391 366 2369 1768 601 573 538 106 84 432 412 98 314 279 205 72 60 74 1697 1143 1104 165
is_linear=0
shrinkage=0.00690203


Tree=2006
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 45 14 2 1 2 2 4 150 0 0 150 16 12 47 4 0 4 4 160 4 1 11 2 3
split_gain=200.697 33.5631 19.5991 17.6142 12.8722 9.33366 6.12898 5.97578 5.26719 5.24498 5.14608 4.64859 3.80478 4.89172 4.69979 3.85845 2.75347 2.47389 2.31933 2.01249 1.90212 2.56609 1.74688 1.57388 2.07645 1.56002 1.50849 1.50467 1.49608 1.49347
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.10783500000000001 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.14285500000000004 0.25063000000000007 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.14723999999999998 1.0000000180025095e-35 -0.050529999999999999 0.11586 0.090100000000000013 -0.55119499999999988 -0.07929499999999999 0.053180000000000012 0.40945500000000007 -1.0000000180025095e-35 -0.036839999999999991 0.11588000000000001 0.075910000000000019 0.14122000000000004 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 19 7 11 12 26 -5 16 18 14 15 -1 -14 22 -17 23 -3 -16 -22 -7 28 -25 -2 -6 -9 -4 -23
right_child=1 2 6 9 8 10 -8 27 -10 -11 -12 -13 13 -15 20 17 -18 -19 -20 -21 21 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017508433143593261 0.0022592675372829149 0.0010410381066119727 0.0011116888395549026 0.0019013652707234516 0.0021145931663043198 0.0020604329962411131 0.0015276539809193042 0.0022511342591785668 0.0011195460350850038 0.0011899735120738876 0.0013968351065674943 0.00022034356462802911 0.0026105808182030877 0.0013132921914308369 0.0025988243107144503 0.0020423052642089875 0.001504081485910629 0.001584480363835217 0.0012471812001251881 0.001433283906757134 0.0022046547239939073 0.00177395099950504 0.0018362106099657953 0.00095071357865695607 0.00053016043237275458 0.0017983555506082174 0.0016922019125466586 0.0026920894404723018 0.00061508777546362197 0.0020949235841481069
leaf_weight=60 50 192 37 37 43 265 21 25 23 60 39 39 22 24 23 124 27 33 21 34 1137 35 108 35 100 24 33 54 21 375
leaf_count=60 50 192 37 37 43 265 21 25 23 60 39 39 22 24 23 124 27 33 21 34 1137 35 108 35 100 24 33 54 21 375
internal_value=0 0.00116562 0.00104897 0.0020819 0.00129579 0.00210751 0.000756224 0.00215237 0.00174262 0.00146133 0.0019121 0.000692192 0.00213513 0.00194328 0.00215902 0.00202775 0.00196234 0.00194607 0.000778183 0.00110005 0.00217462 0.00216831 0.00199551 0.000727152 0.000639193 0.00210978 0.00193119 0.00255255 0.000931885 0.00206752
internal_weight=0 673 599 2448 325 2351 274 1912 99 97 439 253 1833 203 1630 179 400 157 214 226 1570 1547 373 193 135 74 76 79 58 410
internal_count=3121 673 599 2448 325 2351 274 1912 99 97 439 253 1833 203 1630 179 400 157 214 226 1570 1547 373 193 135 74 76 79 58 410
is_linear=0
shrinkage=0.00148603


Tree=2007
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 4 2 1 0 49 4 1 150 2 132 2 1 12 4 1 0 31 1 133 16 12
split_gain=210.164 35.4147 16.5852 16.1654 12.2258 9.96945 7.19407 8.49139 6.85348 6.14036 5.37279 5.29899 4.11608 6.31216 4.47612 4.29911 3.11838 2.95455 2.60559 2.85243 2.52863 2.37305 2.6289 2.69125 2.36533 2.11027 1.62766 1.56838 1.52747 1.45439
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.14285500000000004 0.092845000000000025 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.085605000000000014 1.0000000180025095e-35 0.11704500000000001 0.088890000000000011 0.25063000000000007 0.12408500000000001 0.087765000000000024 -0.52556499999999995 0.089770000000000016 -0.14723999999999998 -0.077289999999999984 0.13075500000000004 -1.0000000180025095e-35 -0.0013749999999999997 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 5 6 8 25 -8 12 -9 16 -5 13 15 21 24 29 -2 19 -6 -11 22 -14 -24 -1 -3 27 -4 -23 -7
right_child=1 4 26 11 18 10 7 9 -10 20 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028720006595086235 0.002413496398326428 0.0011702531399064736 0.0011484587601804526 0.0023188491690775298 0.0007141219909413823 0.0024242390692070046 0.0022908552943639703 0.0020551449151936206 0.0030674034182685684 0.001338149988538809 0.0016851105965227141 0.0014974870022377471 0.0032654268813136697 0.0029027688177211183 0.0022348572994501919 0.0017526027324325489 0.0017886609739010532 0.0017064794522509926 0.0011065543984647443 3.0542438464874597e-05 0.00090716834065992439 0.0025771692982168083 0.0026727619800412591 0.0021135277525306975 0.0021433712528652763 0.00066131954173366872 0.00098518836574487028 0.0017211575759662038 0.0024022219231816036 0.0020632805859994718
leaf_weight=21 124 43 22 37 46 337 30 29 79 136 39 60 21 36 104 57 27 20 23 29 56 642 704 26 34 53 24 38 188 36
leaf_count=21 124 43 22 37 46 337 30 29 79 136 39 60 21 36 104 57 27 20 23 29 56 642 704 26 34 53 24 38 188 36
internal_value=0 0.00141663 0.00196367 0.00249369 0.00113634 0.00252187 0.0012867 0.0014387 0.00257513 0.00132303 0.00228989 0.00181079 0.00255391 0.00228098 0.00257788 0.00208112 0.00234885 0.0023153 0.00060394 0.000449805 0.00121245 0.00260045 0.00266997 0.00265284 0.00242158 0.000889279 0.00136089 0.00151117 0.00253754 0.0023894
internal_weight=0 673 228 2448 445 2351 347 251 1912 221 439 97 1833 148 1685 112 400 144 98 75 192 1581 751 730 55 96 84 60 830 373
internal_count=3121 673 228 2448 445 2351 347 251 1912 221 439 97 1833 148 1685 112 400 144 98 75 192 1581 751 730 55 96 84 60 830 373
is_linear=0
shrinkage=0.00170698


Tree=2008
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 1 4 4 49 15 457 50 12 4 40 2 1 1 4 0 15 1 0
split_gain=306.309 48.4606 25.8278 23.6992 15.5308 14.4342 11.074 10.4452 8.32099 7.93821 5.65685 5.18872 6.56654 5.42629 4.80594 3.91558 3.54838 3.41571 3.19183 2.66752 3.15701 2.53842 2.29472 2.11238 2.04444 1.97101 1.92666 2.30255 1.77371 1.77081
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.085605000000000014 0.0082450000000000006 -0.062539999999999984 -0.054984999999999992 -0.097454999999999986 0.080930000000000016 0.041865000000000006 0.09141500000000001 -0.52556499999999995 -0.077714999999999992 0.31358000000000003 0.13075500000000004 0.12408500000000001 0.022185000000000003 -0.15202999999999997 -0.03241999999999999 0.12958500000000003 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 21 11 28 -4 17 12 26 19 -10 -2 -14 25 22 20 -13 -3 -6 -5 -16 -7 -1 -28 -8 -22
right_child=1 4 9 23 18 10 8 -9 14 -11 -12 13 16 -15 24 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0028534325103218641 0.0015776785206082506 0.00086276122632900662 0.0022252278764385972 0.001272301136639855 0.00037165700764732511 0.0023652569496543647 0.0020160262563085271 0.0030788895801558609 0.0017797474008796207 0.0012608091556789987 0.0016138891372840449 0.0031624232420772989 0.0023235561386149035 0.0021509922331655576 0.0010854209038149939 0.0023016987938459577 0.0015070332981288383 0.0015935648462201781 0.00084992139455894922 0.0024271614987142632 0.0025837401144022652 0.00033918261995326802 -0.0002154692171618783 0.00070765939176614277 0.00067307868150003319 0.0021250782895085056 0.0025879046742445021 0.0019597150449530828 0.0014123394253997307 0.0023824493331712289
leaf_weight=25 23 46 34 60 61 237 34 79 22 63 41 23 21 104 120 121 40 20 26 460 970 50 24 24 42 141 36 26 20 128
leaf_count=25 23 46 34 60 61 237 34 79 22 63 41 23 21 104 120 121 40 20 26 460 970 50 24 24 42 141 36 26 20 128
internal_value=0 0.00118696 0.00241226 0.00178997 0.000878 0.00244582 0.00105123 0.00250621 0.00123725 0.00159885 0.00218279 0.00248153 0.00219276 0.00250689 0.00107432 0.00218606 0.00178813 0.00224139 0.000356737 0.0025303 0.00257263 0.000590064 0.00020588 0.00111097 0.000978517 0.00227567 0.00247647 0.00232447 0.00179244 0.00256027
internal_weight=0 673 2448 228 445 2351 334 1912 238 97 439 1833 148 1685 184 144 61 398 111 1581 1121 96 85 84 162 378 87 62 54 1098
internal_count=3121 673 2448 228 445 2351 334 1912 238 97 439 1833 148 1685 184 144 61 398 111 1581 1121 96 85 84 162 378 87 62 54 1098
is_linear=0
shrinkage=0.00160853


Tree=2009
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 1 14 0 2 4 4 150 0 0 49 2 0 34 16 4 14 2 43 3 48 4 0 475 131
split_gain=176.364 21.6535 19.673 16.7133 11.9467 8.38402 5.76297 5.65763 5.30971 5.54308 5.08555 3.00459 5.0658 4.21116 4.06934 2.78011 2.75084 2.37001 2.36846 2.331 1.96567 1.89095 2.27188 2.18575 2.79122 1.83999 2.02971 6.29473 1.78392 1.71494
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.092845000000000025 0.076975000000000002 -0.13027499999999997 0.14285500000000004 0.40124500000000002 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.14723999999999998 -1.0000000180025095e-35 0.13754500000000003 -0.083554999999999977 -1.0000000180025095e-35 -0.050529999999999999 -0.036839999999999991 -0.46166999999999997 0.12043500000000001 -0.04890499999999999 0.11658 0.093265000000000015 -0.17966999999999997 -0.060129999999999996 -0.066784999999999983 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 7 16 -4 11 15 28 20 13 14 -1 -13 -6 18 -15 -3 -16 -5 -2 23 -23 -25 26 -19 -28 -10 -18
right_child=1 5 6 10 8 -7 -8 -9 9 -11 -12 12 -14 17 19 -17 29 25 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0017454463163095895 0.0014643528131294806 0.00055900018143347147 0.001900386154715732 0.0022458823280406531 0.001079691903333038 0.0014163412974654622 0.0011821035150866533 0.0025138804825077287 0.0021805244006247878 0.0013672791764648901 0.0012617658013138579 0.0026158691201255968 0.0013033042447389766 0.0021950535722958667 0.0020247278656746717 0.0017423221376742623 0.00040525546503341329 0.0023253979111556864 0.0010379534469121842 0.0015887231959620446 0.0018012928896343928 0.00095361932814372991 0.00083457210609687857 0.0017489283814889262 0.0011245114508880805 0.0017462873776084456 0.0020958155684399505 0.0013217971327502763 0.0019158481502023459 0.0008888958707933799
leaf_weight=64 29 38 37 32 27 39 74 75 68 38 32 22 25 747 133 29 85 76 57 34 70 54 66 25 43 35 698 24 325 20
leaf_count=64 29 38 37 32 27 39 74 75 68 38 32 22 25 747 133 29 85 76 57 34 70 54 66 25 43 35 698 24 325 20
internal_value=0 0.00113106 0.00203327 0.00136597 0.00206132 0.000786056 0.00142153 0.00211373 0.00185331 0.00190924 0.00177862 0.00209758 0.00193195 0.00211914 0.0020151 0.00142284 0.00066315 0.00213428 0.000846372 0.00193596 0.00194077 0.00111116 0.00105667 0.00117682 0.00135408 0.00207978 0.0020944 0.00207009 0.00196164 0.000497377
internal_weight=0 590 2531 351 2420 239 111 1933 487 431 134 1858 214 1644 189 56 200 1580 95 167 102 217 188 122 68 833 798 722 393 105
internal_count=3121 590 2531 351 2420 239 111 1933 487 431 134 1858 214 1644 189 56 200 1580 95 167 102 217 188 122 68 833 798 722 393 105
is_linear=0
shrinkage=0.00148603


Tree=2010
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 4 159 1 0 16 2 4 47 3 3 3 3 12 13 47 11 10 1420 0 0 1429
split_gain=173.638 28.3778 17.4943 14.3386 10.55 8.33313 5.58402 4.99939 4.61045 4.41453 4.38163 3.43903 4.9045 2.92437 2.78495 2.48142 2.22678 2.20963 2.28997 1.8576 2.47713 1.84367 1.81773 1.69996 1.46237 1.44115 1.40462 1.5478 2.32252 1.42565
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.09580000000000001 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.40473500000000007 -1.0000000180025095e-35 0.086920000000000011 -0.097024999999999986 -0.52595999999999987 0.17025000000000004 0.40945500000000007 0.081320000000000017 -0.13927999999999999 -0.10217499999999997 0.30112000000000005 0.0068900000000000012 0.095780000000000018 0.049530000000000012 0.090100000000000013 0.075910000000000019 -0.38124499999999995 -0.080064999999999983 -0.068604999999999985 0.047850000000000011 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 11 -5 13 -6 -4 26 16 -7 15 19 -13 24 -19 20 -12 -20 -14 -3 -15 -16 -1 29 -29 -28
right_child=1 2 10 7 9 8 -8 -9 -10 -11 14 12 22 17 25 -17 -18 18 21 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0022541754562349962 0.0019005937979923854 0.0009481641447719474 0.0012402412349734595 0.0017689743937440354 0.0017535712528605528 0.0012454551926531572 0.0023297250948374863 0.0010893615613519619 0.0011533962511436925 0.0010908380226141688 0.00075673742574958018 0.0012234666860414336 0.0019091097893609544 0.0016855769130646983 0.00051586461641794164 0.00058270564288216134 0.0017865531498667919 0.0012913284075631193 0.0018707408195358078 0.00057179525937325589 0.0013991642419664411 0.0016875860585099521 0.0015999935785787143 0.0012946698553662726 0.0021365904167895944 3.2668295757330125e-05 0.001970488146346885 0.0014360583983925024 0.0019862816150064836 0.0016322070394371232
leaf_weight=32 71 192 26 34 70 21 71 63 26 29 25 38 329 20 34 126 23 21 212 22 24 238 44 34 55 20 1132 29 34 26
leaf_count=32 71 192 26 34 70 21 71 63 26 29 25 38 329 20 34 126 23 21 212 22 24 238 44 34 55 20 1132 29 34 26
internal_value=0 0.00104655 0.000945828 0.00186574 0.00117062 0.00188795 0.00193733 0.00132758 0.00174153 0.00155944 0.000682086 0.00192082 0.00181124 0.0017685 0.000624269 0.00070304 0.00143578 0.00178862 0.00175236 0.00091659 0.0010714 0.00177387 0.00187265 0.00100029 0.00201632 0.000336903 0.00195877 0.00195103 0.001733 0.00196289
internal_weight=0 673 602 2448 325 2351 1758 97 593 99 277 1687 434 567 251 197 61 546 471 71 49 450 373 226 75 54 1253 1221 63 1158
internal_count=3121 673 602 2448 325 2351 1758 97 593 99 277 1687 434 567 251 197 61 546 471 71 49 450 373 226 75 54 1253 1221 63 1158
is_linear=0
shrinkage=0.00142833


Tree=2011
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 12 4 4 47 2 13 4 14 12 49 14 2 3 1 11 16 0 15 47 47 16 52 14 2
split_gain=195.722 24.3688 21.4031 12.4768 12.2108 9.70625 7.18381 7.08881 4.53565 4.20503 3.88984 3.32568 4.11381 3.27807 2.86498 2.3482 2.21452 2.13654 3.76968 2.06251 2.00016 2.6279 1.95705 2.53884 1.90596 1.82321 1.77868 1.60996 1.57498 2.60373
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.09253500000000002 0.27834500000000006 0.13604000000000002 0.090285000000000018 -0.16363499999999997 0.033845000000000007 0.13082500000000002 0.11389000000000002 -1.0000000180025095e-35 0.024790000000000003 0.076175000000000007 0.13597000000000004 -0.012034999999999999 0.062655000000000016 0.10444500000000002 -0.0037349999999999996 0.16540500000000002 0.080455000000000013 -0.073849999999999985 -0.11242999999999999 -0.095244999999999982 0.078345000000000012 0.077555000000000013 0.10994000000000002 -0.42058999999999996 -0.41076499999999994 0.12198500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 15 11 13 -5 14 19 16 24 -13 22 20 -2 25 18 -9 -7 21 -8 23 -4 -3 26 -1 -22 -6 -30
right_child=1 5 6 7 28 9 8 17 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018045022226660002 0.0013933002876993716 0.00089887366955862221 0.0021948885329107245 0.0020632761675673716 0.0014196760909367032 0.00063036725633125522 0.002122587629284745 0.0012464566861754404 0.0017746589587786057 0.0012315306799344397 0.0013767603675000385 0.0017488408812117722 0.0010970501414080433 0.0025118062790118897 0.0015939405931387962 0.0019227137065783322 0.0024159058384127553 0.0011311090360803734 0.0018356028795135958 0.00014282748232976436 0.0021267994598449429 0.0019484099748870352 0.0021420431015683979 0.0015055334814555962 0.0012597176739413615 0.0022522737654123094 0.0021511146767265159 0.0025947313743406161 0.0012081624530251563 0.00056785148774337105
leaf_weight=123 20 128 20 31 21 114 289 57 171 21 22 29 55 46 29 92 22 63 34 20 46 412 1053 22 37 32 38 21 33 20
leaf_count=123 20 128 20 31 21 114 289 57 171 21 22 29 55 46 29 92 22 63 34 20 46 412 1053 22 37 32 38 21 33 20
internal_value=0 0.00111711 0.00201273 0.00172485 0.00153653 0.00092401 0.00207033 0.00145232 0.0019816 0.000648907 0.00193758 0.00109526 0.00132207 0.0021456 0.002026 0.00182818 0.00199497 0.00132934 0.00146658 0.0005576 0.00204231 0.00202022 0.00213022 0.0018338 0.00097979 0.00194699 0.00188631 0.00227346 0.00109513 0.000966536
internal_weight=0 590 2531 422 186 404 2109 185 968 155 237 249 84 1141 797 112 215 154 91 134 768 701 1095 42 165 193 161 67 74 53
internal_count=3121 590 2531 422 186 404 2109 185 968 155 237 249 84 1141 797 112 215 154 91 134 768 701 1095 42 165 193 161 67 74 53
is_linear=0
shrinkage=0.00140032


Tree=2012
num_leaves=31
num_cat=0
split_feature=1 52 3 52 12 4 2 51 14 123 48 47 51 133 2 14 16 15 1 1 2 52 133 133 0 42 2 132 51 15
split_gain=9.30724 2.19401 1.31517 0.932776 0.811173 0.79454 0.796938 0.700994 0.690781 0.622659 0.614708 0.649087 1.14839 0.821941 0.654772 0.572947 0.574552 0.983566 0.592837 0.569085 1.19991 1.37396 0.630524 1.11827 0.661728 0.826063 0.573946 0.553317 0.540091 0.509569
threshold=0.10312500000000001 -0.40967499999999996 0.31534000000000006 0.19022000000000003 -0.42850999999999995 0.40124500000000002 0.095545000000000005 -0.41904999999999998 0.076975000000000002 1.0000000180025095e-35 0.14174500000000004 0.078345000000000012 0.10532000000000001 0.086990000000000012 1.0000000180025095e-35 -0.47013499999999991 -0.42170999999999997 -0.42198999999999992 0.12656000000000003 0.077565000000000009 0.086100000000000024 -0.0027449999999999996 0.024320000000000005 0.09635500000000001 -0.071719999999999992 -0.077669999999999989 0.079055000000000014 0.10240500000000001 0.11984500000000002 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 7 -4 6 8 -3 19 27 11 12 15 14 -13 -9 18 -18 -17 28 22 -22 26 -24 25 -25 -21 -8 -1 -19
right_child=1 2 4 -5 -6 -7 9 10 -10 -11 -12 13 -14 -15 -16 16 17 29 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00252012509132838 0.0024680294046775394 0.0025831590774371277 0.0013058515503286978 0.0022279938020959107 -0.00011558278883969446 0.00095660341945330313 0.0022484808323556963 0.0021477307421945502 0.0031411406734504483 0.001217127569129076 0.00026688009444445496 0.0030702081234084129 0.0026333953597092717 0.00058518499373756802 0.0015640079475695559 0.0017544250957776627 -0.00059816839608770175 0.00075126877966216407 0.00067808373828744486 0.0024083405299356563 0.0019453972423497735 -0.00029106899182488352 0.00065945711775159549 0.0029259884019439612 0.0032027637017432412 0.0011390896202949678 0.0034500587280971939 0.0013441643386791853 0.001361244793140556 0.0019771528476001548
leaf_weight=1116 90 21 35 62 56 22 524 23 71 38 34 30 26 20 32 73 27 136 44 335 56 20 30 23 29 35 31 39 22 21
leaf_count=1116 90 21 35 62 56 22 524 23 71 38 34 30 26 20 32 73 27 136 44 335 56 20 30 23 29 35 31 39 22 21
internal_value=0 0.00139724 0.00124666 0.00138184 0.000431123 0.00234214 0.002355 0.00127412 0.00243333 0.00212459 0.00121513 0.00128976 0.00115233 0.00187632 0.00229281 0.00103348 0.000948342 0.000693164 0.00134965 0.00240371 0.00221234 0.00135685 0.00234695 0.00187889 0.00229938 0.00184769 0.00249657 0.00218584 0.00249772 0.000915241
internal_weight=0 730 640 549 91 2391 2369 487 1768 601 466 432 350 82 62 324 301 184 117 1697 559 76 483 117 87 58 366 563 1138 157
internal_count=3121 730 640 549 91 2391 2369 487 1768 601 466 432 350 82 62 324 301 184 117 1697 559 76 483 117 87 58 366 563 1138 157
is_linear=0
shrinkage=0.00732449


Tree=2013
num_leaves=31
num_cat=0
split_feature=1 52 3 52 52 2 15 11 14 43 3 4 3 0 16 4 4 4 15 3 51 43 48 456 47 51 50 2 12 48
split_gain=7.53887 1.77715 1.06529 0.755548 0.710812 0.65345 0.683911 0.783715 0.771416 0.967481 0.676045 0.713319 1.29063 0.634414 0.605043 0.591195 0.77683 0.59027 0.984957 0.67321 0.567805 0.536768 0.5137 0.539452 0.600376 1.0565 0.579864 0.621915 0.556618 0.717964
threshold=0.10312500000000001 -0.40967499999999996 0.31534000000000006 0.19022000000000003 0.048770000000000008 0.13404500000000005 0.040760000000000005 0.075910000000000019 0.081185000000000021 -0.51144999999999985 0.090900000000000009 -0.42529999999999996 -0.20241999999999996 -0.15090499999999998 0.13751500000000003 -0.04890499999999999 -0.16363499999999997 -0.46376499999999993 -0.03241999999999999 0.097915000000000016 -0.41904999999999998 0.0051600000000000005 0.15068000000000001 0.090345000000000009 0.078345000000000012 0.10876000000000001 0.081075000000000022 0.10584500000000001 0.11734000000000001 -0.068459999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 20 -4 6 8 21 9 -1 11 -11 -13 -9 -7 16 -14 -12 19 -19 -3 -8 23 24 25 28 27 -26 29 -22
right_child=1 2 4 -5 -6 14 7 13 -10 10 17 12 15 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0004913813540115559 0.002551491003758117 0.0026705140031863545 -0.00012859589268269701 0.0023033380958177082 0.0014084956243337399 0.00061582587191890401 0.0026504393779411247 0.0028572104566891797 0.0039475557883233208 0.0032213290797748042 0.0024437523233757957 0.00025475841400739835 0.0026966496441461637 0.0047278717386410318 0.0024954732304072465 0.0024057792470145735 0.00050892085941316926 0.00079679225872491914 -0.00033916492619730037 0.0029536477679147103 0.0021815223053669604 0.0021945808080121891 1.2855481446275953e-06 0.00020899991163340158 0.0033519136768317003 0.0030651788758654808 0.0010103846244185445 0.0015551345802564311 0.0023469638988855269 0.00086295649437534558
leaf_weight=21 90 21 57 62 34 27 789 33 20 66 41 21 20 21 22 983 27 20 21 21 33 238 22 29 30 21 26 25 24 256
leaf_count=21 90 21 57 62 34 27 789 33 20 66 41 21 20 21 22 983 27 20 21 21 33 238 22 29 30 21 26 25 24 256
internal_value=0 0.00144449 0.00128882 0.00142857 0.000445702 0.00242134 0.00244146 0.00259674 0.00230834 0.00228192 0.00231274 0.00237288 0.0023196 0.00358469 0.00145975 0.0023617 0.00143987 0.00166052 0.00114258 0.00190152 0.00131721 0.0025448 0.00125622 0.0013184 0.00139592 0.00123833 0.00204575 0.0025352 0.00111576 0.00101352
internal_weight=0 730 640 549 91 2391 2342 1081 1261 1241 1220 1117 1051 54 49 1030 47 103 62 41 487 1027 466 444 415 334 81 55 313 289
internal_count=3121 730 640 549 91 2391 2342 1081 1261 1241 1220 1117 1051 54 49 1030 47 103 62 41 487 1027 466 444 415 334 81 55 313 289
is_linear=0
shrinkage=0.00841354


Tree=2014
num_leaves=31
num_cat=0
split_feature=1 4 457 2 3 124 376 2 3 160 11 16 16 16 4 0 2 11 43 1 16 0 48 43 4 16 4 52 3 0
split_gain=6.10976 1.41618 0.79602 0.735613 0.698491 0.589365 0.625047 0.560398 0.526688 0.530784 0.492684 0.490085 0.477831 0.459035 0.56652 0.648824 0.591503 0.456728 0.673949 0.483782 0.608273 0.431927 0.396555 0.418359 0.387522 0.370395 0.645897 0.819146 0.638842 0.547101
threshold=0.10337500000000001 0.26790000000000008 0.079590000000000008 0.25063000000000007 -0.07793499999999999 -0.076779999999999987 0.084545000000000009 0.13404500000000005 -0.13309499999999996 -0.067824999999999983 0.095720000000000013 0.13751500000000003 -0.062804999999999986 -0.23935499999999996 -0.37944499999999992 -0.026509999999999995 0.11928500000000002 1.0000000180025095e-35 -0.15879999999999997 0.090840000000000018 0.0028900000000000006 -0.10011499999999998 0.10184000000000001 -0.0017249999999999998 0.51388000000000011 0.013515000000000001 -0.49013999999999996 -0.45478499999999994 -0.10831999999999999 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 -2 6 -1 10 -3 24 17 -9 -11 -6 -15 16 -16 22 -19 20 -20 -18 25 -24 -10 -7 -27 -28 -29 -30
right_child=1 3 -4 -5 13 7 -8 11 9 12 -12 -13 -14 14 15 -17 21 18 19 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.00078235996582430708 0.0016512651000653588 0.0011777055883796131 0.00045505605041207362 -0.0003848268555730247 0.0019026449234461748 0.0016340612693839123 0.0018490398242104727 0.00039581978565129727 0.0015569752060580627 0.00051633870260314285 0.00064887519029030699 0.0016039562149485812 -0.00041911484386344424 0.0017860446140190171 0.0012331111651971113 -0.00015307822057708271 -0.00018230045544181007 0.0010114074357874335 0.0020638240843840368 0.0016266993490181856 0.0033322311879567389 0.00095188938667363217 0.0015074525161563302 0.00072250559397838267 0.00064439936028900103 0.0019302881840274637 0.0016775375027606261 6.1602038969426817e-05 0.00051127798784045286 0.00136046475079875
leaf_weight=68 114 67 50 24 22 1633 28 27 28 138 20 22 23 28 113 20 22 22 39 36 21 27 66 39 42 74 126 21 35 126
leaf_count=68 114 67 50 24 22 1633 28 27 28 138 20 22 23 28 113 20 22 22 39 36 21 27 66 39 42 74 126 21 35 126
internal_value=0 0.000923093 0.00116372 0.00062716 0.00126613 0.00155477 0.00109347 0.00157397 0.000708663 0.00057262 0.00158776 0.000938248 0.000382702 0.00107689 0.000990379 0.000867969 0.000994024 0.00159615 0.00195998 0.00217737 0.00250777 0.000442661 0.0015759 0.0012159 0.00100943 0.00159466 0.00142623 0.00130512 0.00104729 0.00117586
internal_weight=0 718 396 322 346 2403 96 2307 298 231 2258 49 161 232 210 182 162 2238 118 96 60 49 2120 105 70 2015 382 308 182 161
internal_count=3121 718 396 322 346 2403 96 2307 298 231 2258 49 161 232 210 182 162 2238 118 96 60 49 2120 105 70 2015 382 308 182 161
is_linear=0
shrinkage=0.00600863


Tree=2015
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 1 2 4 47 2 14 11 1 4 1 13 4 2 2 16 4 160 0 49 51 133 133 15 1212 12
split_gain=226.6 27.7637 24.8441 22.5607 19.9603 9.56409 9.26868 8.80013 7.27689 6.31141 5.03398 3.60767 3.37894 5.16777 2.90872 2.73326 3.73327 2.68022 2.29366 1.90461 1.7189 1.69705 1.57749 1.5684 1.47242 1.35747 1.64031 1.3337 1.24932 1.2487
threshold=0.10752500000000002 0.13559000000000002 0.27834500000000006 0.085055000000000006 -0.010834999999999999 0.09253500000000002 0.089885000000000007 0.40124500000000002 0.13082500000000002 0.13754500000000003 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.086920000000000011 -1.0000000180025095e-35 0.024790000000000003 0.092120000000000021 0.17025000000000004 -0.090344999999999995 -0.036839999999999991 0.08325500000000001 -0.097024999999999986 0.10347500000000003 0.11144500000000002 0.032270000000000007 0.089405000000000012 0.040760000000000005 0.086920000000000011 -0.10022999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 17 10 20 18 11 14 12 23 -14 24 29 -17 -1 -3 -7 -5 -19 -16 25 -6 28 -27 -13 -8 -2
right_child=1 8 -4 7 6 19 9 -9 -10 -11 -12 27 13 -15 22 16 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020930952259866791 0.00092625928920637686 0.00029366741944504587 0.00084378587265281069 0.0019546967214408907 0.0019700953392196869 0.0013689785192337002 0.0016776933653526417 0.00082409344578725458 0.0010237808357331326 0.0011382972063157986 0.0023535283521998428 0.0019457585734097493 0.0018232961564956 0.0010157638024729319 0.0015358011234257358 0.0014362110659623961 0.00076060913963994542 0.001360068429691669 -9.5649848189684441e-05 0.00084261727330281803 0.0015485322524957136 0.0018768989407823358 0.0018400021697516362 0.0016087586222799386 0.0016298800292924515 0.0020630356993536145 0.0018029707503972694 0.0023758967812979514 0.0019502610507601261 0.00055939270266049535
leaf_weight=24 24 110 59 33 897 20 238 36 26 37 60 78 35 35 42 24 73 47 48 63 76 20 363 122 29 70 228 20 44 140
leaf_count=24 24 110 59 33 897 20 238 36 26 37 60 78 35 35 42 24 73 47 48 63 76 20 363 122 29 70 228 20 44 140
internal_value=0 0.000774119 0.00179678 0.000991132 0.00181953 0.00133425 0.00185627 0.00146111 0.000295275 0.0017394 0.00193248 0.00176496 0.00173087 0.00141953 0.0019135 0.000730033 0.000927768 0.00166698 0.000175394 0.000969451 0.0016715 0.00151435 0.00180846 0.00176191 0.00195944 0.00179412 0.00186406 0.00203354 0.00172022 0.00061308
internal_weight=0 590 2531 406 2472 174 2298 145 184 907 1391 870 772 70 1331 261 97 91 158 83 109 67 405 702 926 580 298 98 282 164
internal_count=3121 590 2531 406 2472 174 2298 145 184 907 1391 870 772 70 1331 261 97 91 158 83 109 67 405 702 926 580 298 98 282 164
is_linear=0
shrinkage=0.00148603


Tree=2016
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 3 4 4 11 47 11 12 0 0 4 3 1 2 2 11 48 0 160 131 2
split_gain=211.743 26.4435 23.1523 16.5668 14.9652 9.78004 8.18781 7.67794 5.8374 5.14324 4.28156 4.14015 3.90943 3.50979 3.14183 3.10558 2.89794 2.81054 2.77614 2.70519 3.08043 2.44246 2.36505 2.27291 2.18591 2.08598 1.94052 2.63091 1.8319 2.79363
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.090455000000000021 -0.16363499999999997 0.0049200000000000008 0.14285500000000004 -0.11171999999999999 0.27834500000000006 0.033845000000000007 1.0000000180025095e-35 0.077555000000000013 0.080150000000000013 0.13597000000000004 -0.11242999999999999 -0.067094999999999988 -0.046564999999999988 0.092670000000000016 0.14089500000000002 0.11411 0.10444500000000002 0.080455000000000013 0.085325000000000012 -0.066089999999999996 -0.0071899999999999993 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 9 13 -6 -5 11 -1 -3 16 17 19 -15 24 -4 23 -12 -21 -7 -10 25 26 -9 -8 -28 29 -11
right_child=1 5 6 8 7 21 12 18 22 28 14 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001425783653769971 0.0010406328694998592 0.0011554422908057176 0.0018233118781570887 0.0023452118757780562 0.0022240834542188673 0.0017042602613455938 0.0022126259902765111 0.0019502564006231009 0.0017985863038843873 0.00025887211766372197 0.0023918407980417261 0.00051129280130669179 0.0018845138948530202 0.0030627681678735523 0.0026770382924972327 0.0023884108010039846 0.0016366852941432752 0.0023319827137692557 0.00077893184123581307 0.0020672813319783808 0.0013449629819220885 0.00090148335536915317 0.0011416101532270341 0.0011240014381054266 0.0024977242766026897 0.001346006498356786 0.001410987262337816 0.0020855486231594377 0.00065385760622899234 -0.00049744935017404109
leaf_weight=26 181 43 34 48 31 27 554 29 46 57 58 102 169 37 32 47 29 1045 28 96 22 20 26 57 67 43 21 106 20 20
leaf_count=26 181 43 34 48 31 27 554 29 46 57 58 102 169 37 32 47 29 1045 28 96 22 20 26 57 67 43 21 106 20 20
internal_value=0 0.00101204 0.00217031 0.00137323 0.00179804 0.000635863 0.0022448 0.00143224 0.00187489 0.00049471 0.00209193 0.000702316 0.00212451 0.00234264 0.00217519 0.00268545 0.00217671 0.00231595 0.00127588 0.00208395 0.00193261 0.00136265 0.00156134 0.00138375 0.00219765 0.00158938 0.00216813 0.00197401 0.00018437 6.2425e-05
internal_weight=0 590 2531 301 422 289 2109 188 120 242 234 145 946 1163 208 84 777 1079 157 176 118 47 72 129 748 72 681 127 97 77
internal_count=3121 590 2531 301 422 289 2109 188 120 242 234 145 946 1163 208 84 777 1079 157 176 118 47 72 129 748 72 681 127 97 77
is_linear=0
shrinkage=0.00174112


Tree=2017
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 160 454 51 47 47 133 3 3 159 1 12 0 15 12 150 147 1 4 11 1 51 1 2 1454 483
split_gain=7.04262 1.62844 1.02294 0.685468 0.684541 0.649438 0.570116 0.73921 0.695978 0.673981 0.543879 0.491307 1.27854 0.611973 0.699123 0.636887 0.48503 0.48184 0.664163 0.477917 0.47691 0.466233 0.46384 0.433511 0.460777 0.900766 0.693186 0.620243 0.59509 0.830079
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.092120000000000021 -0.40698999999999991 -0.037229999999999992 0.11326500000000002 0.078345000000000012 0.11370000000000001 0.089405000000000012 -0.14186499999999996 -0.10831999999999999 0.082585000000000006 0.084785000000000013 0.13597000000000004 -0.13843999999999998 0.040760000000000005 0.089410000000000003 0.083340000000000011 0.10100500000000003 0.13210500000000003 -0.00027999999999999998 0.080455000000000013 0.080270000000000022 0.11144500000000002 0.07635500000000002 0.089605000000000018 0.083800000000000013 -0.095084999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 23 -3 -7 8 10 -9 20 17 -13 14 15 19 -10 18 -6 -14 21 -8 -16 24 25 26 28 -26 29 -1
right_child=1 2 -4 -5 11 6 7 9 16 -11 -12 12 13 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0031512516225258706 0.0019806556808293282 0.0023736836395643018 0.000481780082453242 0.00064704116942859171 0.0012835553716902988 -5.5407993327901853e-05 0.0011794040996592633 0.0026051470783335496 0.00073759348977061234 0.0009367088764244782 0.00011578104196482741 0.00016688030443774718 0.0017373130581805373 0.0022152729920105253 0.0014051127722244177 0.00067199154520340601 0.0019163092467747579 0.0032016828417457698 0.002822734646464156 0.002848452848034515 -2.9759320329980004e-05 0.00014532999009590129 0.00017280179556510141 0.0027668412163729741 0.001847352443309003 0.00089010934055948723 0.0032028068913541124 0.00066567299304929434 0.00098706818189995757 0.002045813753919685
leaf_weight=35 90 20 160 22 33 21 217 30 24 20 41 27 471 108 41 27 62 20 24 20 21 24 24 34 514 32 27 23 25 884
leaf_count=35 90 20 160 22 33 21 217 30 24 20 41 27 471 108 41 27 62 20 24 20 21 24 24 34 514 32 27 23 25 884
internal_value=0 0.00109397 0.000969278 0.00188399 0.00189548 0.00113178 0.00107778 0.00113199 0.00102842 0.00193777 0.000869771 0.00172709 0.00166978 0.0017285 0.00163833 0.00172469 0.00158737 0.00226151 0.00193163 0.00178257 0.000987762 0.00107643 0.000950106 0.00198053 0.00196317 0.00205227 0.00209057 0.00179674 0.00205876 0.00208791
internal_weight=0 730 640 2391 2369 480 460 439 389 50 303 795 718 691 583 518 86 77 57 491 262 241 65 1574 1540 1003 971 537 944 919
internal_count=3121 730 640 2391 2369 480 460 439 389 50 303 795 718 691 583 518 86 77 57 491 262 241 65 1574 1540 1003 971 537 944 919
is_linear=0
shrinkage=0.00704007


Tree=2018
num_leaves=31
num_cat=0
split_feature=1 52 3 12 159 45 124 51 2 2 4 1 0 39 12 12 43 160 159 1 1451 1451 3 1 475 0 0 52 1213 402
split_gain=5.70452 1.35473 0.913657 0.658373 0.598534 0.581221 0.68142 0.555111 0.491678 0.470695 0.460379 0.470581 0.48431 0.440642 0.483725 0.56123 0.901208 0.472273 0.535071 0.439662 0.414579 0.561794 0.50434 0.40718 0.383695 0.468883 0.482666 0.564515 0.607829 0.519207
threshold=0.10312500000000001 -0.52606999999999993 0.31534000000000006 -0.42850999999999995 -0.40873999999999994 0.081955000000000014 -0.076779999999999987 -0.41109999999999997 0.15109000000000003 0.15950500000000004 0.042705000000000007 0.083345000000000016 -0.11991499999999998 0.095830000000000012 0.11734000000000001 0.10832500000000002 0.084740000000000024 -0.081969999999999987 0.04105000000000001 0.077845000000000011 0.089825000000000002 0.081365000000000007 0.10299500000000002 0.093400000000000025 0.068270000000000011 -0.18901999999999997 -0.084044999999999995 -0.49577999999999994 0.104315 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 19 -6 10 -5 20 12 -12 14 15 16 17 18 -9 -1 21 22 24 -13 25 -8 27 -27 29 -29
right_child=1 2 3 9 7 -7 8 13 -10 -11 11 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00156319692049144 0.0018267851939312563 0.0018473026403424129 0.00093326191963411648 0.00024451938668292462 0.0016690269182302023 0.002584269567853471 0.0010038244194530259 0.00194900188440111 0.00059894577754416331 -0.00101178992284226 0.0021375634545222648 5.0218025291725988e-05 0.001349229329201956 0.00043768990327430491 0.0018600184801526483 -0.00018487752320461216 0.0022644035763092212 0.00073052903565107058 0.00071384571501192636 0.00062441731689768891 0.0025209966662062778 0.00053758845827075346 0.00091802959081733711 0.0012722399460523685 0.0023691624309914532 0.00070106872979134379 0.0015818742272763393 0.0023781268698556644 0.0010240514210369824 0.0018107645808432629
leaf_weight=38 67 30 35 35 37 26 47 33 21 21 42 20 187 102 23 21 21 276 29 52 24 20 40 30 34 20 1041 80 39 630
leaf_count=38 67 30 35 35 37 26 47 33 21 21 42 20 187 102 23 21 21 276 29 52 24 20 40 30 34 20 1041 80 39 630
internal_value=0 0.000927783 0.000836934 0.000219503 0.000935162 0.00159779 0.00158695 0.000884674 0.00160935 -0.000226597 0.00161876 0.00136651 0.00149381 0.000827207 0.000925794 0.000869249 0.000930911 0.000848061 0.00137127 0.00102079 0.0016544 0.00164373 0.00165519 0.000783431 0.00167078 0.001658 0.00167498 0.00180103 0.0018304 0.00187469
internal_weight=0 730 663 91 572 2391 2365 542 2275 56 2254 279 229 505 403 380 359 338 62 90 1975 1951 1931 50 1891 1857 1810 769 749 710
internal_count=3121 730 663 91 572 2391 2365 542 2275 56 2254 279 229 505 403 380 359 338 62 90 1975 1951 1931 50 1891 1857 1810 769 749 710
is_linear=0
shrinkage=0.00663402


Tree=2019
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 4 44 12 12 16 10 13 43 48 43 13 13 0 2 16 160 151 157 2 51 130 160 13 16 16
split_gain=4.637 1.31923 0.836961 0.690941 0.536645 0.533129 0.506818 0.436712 0.529688 0.543164 0.43617 0.446928 1.17384 0.422298 0.679743 0.630048 0.701731 0.421933 0.81528 0.802954 0.417885 0.522098 0.412067 0.394985 0.541694 0.389991 0.546083 1.03402 0.543068 0.683558
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 0.0049200000000000008 0.081805000000000017 0.10016000000000001 0.11734000000000001 -0.074319999999999983 -0.0026549999999999994 -0.16152999999999998 0.08845500000000002 0.093265000000000015 -0.53814999999999991 -0.0069799999999999992 0.054800000000000008 -0.10474999999999998 0.25063000000000007 -0.43320999999999993 -0.54784999999999984 0.10365500000000001 -1.0000000180025095e-35 0.15950500000000004 -0.064959999999999976 -0.076894999999999977 -1.0000000180025095e-35 -0.0044799999999999987 -0.007794999999999999 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 25 6 22 10 -7 9 -9 -1 12 -12 14 -13 -15 -17 19 23 -4 -16 -22 -5 24 -19 -3 27 -27 -28 -30
right_child=1 2 17 5 -6 7 -8 8 -10 -11 11 13 -14 15 20 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.00059758199403679138 0.0014532971013122588 -7.2840447475528583e-05 6.6097688402222366e-05 0.00089941679881381934 0.00031483013537936234 0.0012685117718222148 0.0021580615760899615 -0.00049236293921582316 0.0012409579418399342 0.00074606193354181743 -0.00024445678157496815 0.0022110883622584059 0.0016887518228870372 0.0012473306414641674 0.0017554869679201049 -5.9388842330277348e-05 0.0012179702336451491 0.00085484376490775464 -0.00085974366048214537 0.0016329441286874527 0.0012867811835571212 0.00058482010848415081 0.0018838135196524353 0.0010306100091354445 -0.00020781129378651589 0.00052133688530461571 0.00067050878222030101 0.0018737268869210852 -0.00075761133659130978 0.00066633599905932593
leaf_weight=33 78 25 24 23 20 48 21 21 25 27 22 27 20 119 62 32 26 24 23 20 1930 36 37 22 48 44 206 33 22 23
leaf_count=33 78 25 24 23 20 48 21 21 25 27 22 27 20 119 62 32 26 24 23 20 1930 36 37 22 48 44 206 33 22 23
internal_value=0 0.000741114 0.000661186 0.000771232 0.00125682 0.00106135 0.00126491 0.000840633 0.000559288 0.000204251 0.00125678 0.00126635 0.000676119 0.00127746 0.00130077 0.00100677 0.00051322 0.000296185 0.000114877 0.000778301 0.00128865 0.00127393 0.00150646 0.000353348 0.000146407 0.000622476 0.000675472 0.00110093 0.000544953 -2.9816e-05
internal_weight=0 773 695 534 2348 181 2328 121 73 48 2307 2274 42 2232 2055 177 58 161 117 44 2028 1966 60 94 72 353 328 77 251 45
internal_count=3121 773 695 534 2348 181 2328 121 73 48 2307 2274 42 2232 2055 177 58 161 117 44 2028 1966 60 94 72 353 328 77 251 45
is_linear=0
shrinkage=0.00577531


Tree=2020
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 12 4 4 4 4 2 14 1 0 12 47 0 15 50 0 15 47 52 2 3 14 16 4 15
split_gain=184.069 22.357 19.3079 11.4446 10.7178 8.66722 7.22361 6.774 6.48301 5.18494 4.77182 4.00619 3.50693 3.49406 2.81648 3.92873 2.69862 3.09146 2.52884 2.24734 2.1598 2.19736 2.15609 2.06769 3.4542 3.80503 1.9348 1.92546 1.82919 1.70651
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.12043500000000001 0.14753000000000002 0.090285000000000018 0.27287000000000006 -0.16363499999999997 0.41816000000000003 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.12765500000000005 -0.092404999999999973 0.13597000000000004 0.10019500000000002 -0.062294999999999996 -0.41942499999999994 0.041865000000000006 -0.11242999999999999 -0.095244999999999982 0.077555000000000013 1.0000000180025095e-35 0.10381000000000001 -0.0049599999999999991 0.062655000000000016 0.10994000000000002 -0.008819999999999998 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 9 7 12 16 -5 28 14 22 20 -9 -8 -16 29 -18 -6 -7 21 -4 26 24 25 -10 27 -1 -2 -3
right_child=1 5 6 8 18 19 10 13 23 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014317009083733749 0.0017045308200611079 0.00068899889944122595 0.0017634344641397877 0.0016823973946051593 0.00098989084010828198 0.00015618810397427903 0.0019264473209515505 0.00075020344726230885 0.00086172215543498941 0.00079149605960867296 0.001393059258028447 0.0010191912096489705 0.0021192106091460091 0.00034193161377990658 0.0016367947348783953 0.0010939749897476961 0.0014704095568014205 0.00078256135277542885 0.00040575366884457729 0.00063711579563768069 0.0017517928640389095 0.0011470160568493311 0.0019387401451067539 0.0013816853462839582 0.00068587663511281345 0.0014563688805645876 0.0019588829414619469 0.0017790034739462504 0.001354556806924527 0.0010594333338130998
leaf_weight=121 48 71 20 31 25 75 58 70 44 22 171 22 46 83 714 25 29 20 29 23 1053 22 33 23 55 35 20 38 62 33
leaf_count=121 48 71 20 31 25 75 58 70 44 22 171 22 46 83 714 25 29 20 29 23 1053 22 33 23 55 35 20 38 62 33
internal_value=0 0.000795191 0.00163001 0.00136721 0.00118133 0.000617415 0.00168259 0.00072898 0.00111992 0.00138798 0.00159707 0.00156588 0.00175515 0.000528723 0.00164085 0.00161843 0.000929237 0.00118966 0.000676188 0.000269059 0.00173985 0.00144055 0.00162261 0.00100886 0.000944865 0.00112517 0.00156433 0.0015147 0.00150727 0.000806541
internal_weight=0 590 2531 422 186 404 2109 306 188 132 968 234 1141 153 797 739 153 49 54 98 1095 42 212 157 134 79 179 159 110 104
internal_count=3121 590 2531 422 186 404 2109 306 188 132 968 234 1141 153 797 739 153 49 54 98 1095 42 212 157 134 79 179 159 110 104
is_linear=0
shrinkage=0.00134594


Tree=2021
num_leaves=31
num_cat=0
split_feature=1 4 2 96 132 15 3 133 1 4 2 0 1 158 13 50 12 3 1 15 49 4 157 132 130 400 11 43 43 133
split_gain=4.56381 1.24266 0.996497 0.797801 0.806012 0.794438 0.768894 0.751745 0.557851 0.494147 0.524167 0.483442 0.626544 0.477221 0.475966 0.398287 0.43366 0.440452 0.395211 0.792123 0.361761 0.358483 0.466501 0.346576 0.56376 0.48378 0.371129 0.776209 0.49237 0.766974
threshold=0.10124500000000002 -0.17966999999999997 0.13622000000000004 0.086715000000000014 -1.0000000180025095e-35 -0.079929999999999987 -0.028564999999999997 0.090665000000000009 0.13820500000000002 0.042705000000000007 0.13913500000000004 -0.10474999999999998 0.13968000000000003 0.07968500000000002 -0.011289999999999998 -0.23452499999999996 0.11734000000000001 0.10299500000000002 0.080585000000000004 -0.093244999999999981 0.10440000000000001 -0.010655 -1.0000000180025095e-35 -0.014134999999999998 0.10923000000000001 -0.082094999999999987 1.0000000180025095e-35 -0.20207499999999998 0.0061450000000000003 -0.42671999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 14 3 4 -3 11 21 8 -8 10 15 -4 -13 18 -2 -1 17 23 -11 -20 -15 22 -6 24 25 -17 28 -28 -25 -30
right_child=1 2 5 -5 6 -7 7 -9 -10 13 -12 12 -14 20 -16 16 -18 -19 19 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.0022837230154008278 0.00062804059810392312 -0.00017400677781415923 0.0011683552104158747 -0.00015838436024913878 0.00099367551934732628 -0.00066249436888741868 0.00073440155110127657 -0.0004531292906244211 0.0017778482652679422 0.0011305458368447831 0.0003727806418430941 0.0006839187946755278 -0.0003807643081281067 0.0017787454987502336 0.0016885144670567638 0.0014612986702750626 0.00067609165267096933 0.00075929887073603085 0.0010745447708914635 -0.00046856579829735297 0.00092230879052305223 0.0010832243676258157 0.0021478956013540494 0.0014194619030342237 0.00095258132584176078 0.0021497794123365209 0.00066876539896620175 0.0020825452097097048 0.0018106937029641011 0.00090082380322697314
leaf_weight=21 22 27 31 31 24 31 221 20 23 171 20 55 38 65 79 77 33 41 38 21 29 136 35 1388 36 90 20 75 48 175
leaf_count=21 22 27 31 31 24 31 221 20 23 171 20 55 38 65 79 77 33 41 38 21 29 136 35 1388 36 90 20 75 48 175
internal_value=0 0.000798064 0.000698949 0.000833396 0.000896658 0.000250504 0.000959638 0.000735343 0.000832759 0.00136293 0.00139994 0.000478754 0.000248887 0.00113173 0.00145752 0.00141019 0.00140094 0.00141321 0.000975288 0.000525302 0.00151453 0.0012633 0.00167838 0.00142726 0.00167632 0.00183234 0.00139762 0.00178491 0.00137478 0.00109667
internal_weight=0 773 672 517 486 155 459 264 244 2348 2024 124 93 324 101 2004 1983 1950 230 59 94 195 59 1909 203 167 1706 95 1611 223
internal_count=3121 773 672 517 486 155 459 264 244 2348 2024 124 93 324 101 2004 1983 1950 230 59 94 195 59 1909 203 167 1706 95 1611 223
is_linear=0
shrinkage=0.00637641


Tree=2022
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 2 1 1 47 14 0 4 1 13 1 13 1 0 43 4 12 147 16 49 1212 52 52
split_gain=171.958 20.4322 18.3671 14.5094 11.3517 8.65372 7.67507 5.57804 5.25113 4.75115 3.58682 3.51122 2.80778 2.78658 2.72813 4.4404 3.13445 2.13609 2.12208 2.06092 1.99296 1.64213 1.61771 1.58011 1.4929 1.46674 1.22975 1.22938 1.14149 1.11076
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.13754500000000003 0.13075500000000004 0.14285500000000004 0.089885000000000007 0.09253500000000002 0.091195000000000012 0.090100000000000013 0.062655000000000016 -0.062294999999999996 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 0.16540500000000002 -1.0000000180025095e-35 0.122715 -0.066089999999999996 0.05259500000000001 -0.008819999999999998 0.095780000000000018 0.088610000000000008 -0.08231999999999999 -0.054319999999999993 0.091220000000000009 -0.56176499999999996 0.26391000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 8 24 11 10 -4 12 18 25 -13 16 23 -10 -8 -5 22 -12 28 -2 -16 -3 -1 -11 29 -18 -27
right_child=1 6 9 7 -6 -7 17 -9 14 26 20 13 -14 -15 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0022686928895074808 0.0021665756101952641 0.0011159406693544902 0.0019120221597531645 0.00090467154482469047 0.0012673807365008547 0.0013945011223363134 0.00057857894971277582 0.00057155325322236813 0.0014755679593050979 0.0013750553603438965 0.0020386198184549776 0.0018744405313679629 0.0025617784551913558 0.0010983187208370424 0.0020422452950140239 0.0013085564553591848 0.0023975607257258036 1.4622431063886619e-05 0.0014391050445620836 0.0014580310050847423 0.0015091818910430658 0.0019240663842501873 0.0017043884073774606 0.0018190179386343725 0.0006392341411130425 0.0021789185386184764 0.00096005184880653478 0.0018908497151190055 0.002134681429970497 0.0018036790480696035
leaf_weight=437 47 112 34 70 45 46 130 43 21 40 216 33 59 20 245 30 51 21 28 29 21 91 36 131 21 611 37 47 347 22
leaf_count=437 47 112 34 70 45 46 130 43 21 40 216 33 59 20 245 30 51 21 28 29 21 91 36 131 21 611 37 47 347 22
internal_value=0 0.00107021 0.0020538 0.00136435 0.00208373 0.0020992 0.00075328 0.0010929 0.00211312 0.0014012 0.00217584 0.00124136 0.00221295 0.00158156 0.00201636 0.00191601 0.00209625 0.000500148 0.00105737 0.00183455 0.00199171 0.0021229 0.00196611 0.00196447 0.00104067 0.00219453 0.00117564 0.00214687 0.00216837 0.00216588
internal_weight=0 590 2531 306 2420 2375 284 194 2329 111 1413 151 1176 53 916 406 510 151 98 112 237 489 83 376 133 1117 77 680 398 633
internal_count=3121 590 2531 306 2420 2375 284 194 2329 111 1413 151 1176 53 916 406 510 151 98 112 237 489 83 376 133 1117 77 680 398 633
is_linear=0
shrinkage=0.0016407


Tree=2023
num_leaves=31
num_cat=0
split_feature=1 3 4 48 12 15 14 393 11 12 123 130 11 3 51 43 13 13 42 1447 1447 132 3 133 133 2 159 49 2 49
split_gain=4.47626 1.02628 0.753622 0.592198 0.547949 0.498759 0.632698 0.69226 0.561737 0.550939 0.476106 0.499534 0.543473 1.20895 0.45929 0.558205 0.613465 0.463929 0.410728 0.427537 0.557176 0.400612 0.680993 0.400382 0.647739 1.1843 0.587689 0.543389 0.534256 0.490931
threshold=0.10312500000000001 0.31299000000000005 -0.036839999999999991 0.14093000000000003 -1.0000000180025095e-35 0.040760000000000005 0.081185000000000021 0.086030000000000009 0.075910000000000019 0.085250000000000006 1.0000000180025095e-35 -0.0075749999999999993 0.079300000000000009 -0.23446499999999998 0.11917000000000001 -0.24021999999999996 -0.15714499999999998 0.17001000000000002 -0.14609499999999997 -0.086059999999999984 -0.085024999999999989 0.10613500000000002 0.42240500000000009 0.076280000000000014 0.08784500000000002 0.090675000000000019 0.03981500000000001 0.088340000000000016 0.089605000000000018 0.086395000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 14 -2 6 7 10 18 -10 11 -1 23 -14 15 -4 -17 -18 -7 -20 -21 22 -3 28 25 26 27 -25 29 -13
right_child=1 21 3 -5 -6 8 -8 -9 9 -11 -12 12 13 -15 -16 16 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001983547334367777 0.0004086712232756884 0.00029920857939508088 0.0015862959894936016 -0.00020420451294711069 0.0013748247809240327 0.001893277023803616 0.0021989220308300523 0.00013026784990277573 0.0025812544036607861 0.001383802700061232 0.00071620543690503833 0.0011778768872060146 0.0015931293536661456 -0.00021536954642791594 0.0014257039694891812 0.0013877112962439452 0.00062312129805492137 -0.00027870401918266908 0.00188209914571231 0.00028001406049568955 0.0012734581729222049 0.00084405025128824493 -0.00091439687515807941 0.0013872738474489839 0.0011489809177592384 0.0025353924762698417 0.00078626891586349834 0.0023964016971779333 0.00092274741188369319 0.001866583334335087
leaf_weight=27 25 68 23 24 110 39 20 23 24 30 78 248 23 29 32 35 345 21 39 20 958 26 21 95 293 37 44 23 299 42
leaf_count=27 25 68 23 24 110 39 20 23 24 30 78 248 23 29 32 35 345 21 39 20 958 26 21 95 293 37 44 23 299 42
internal_value=0 0.000711558 0.00080707 0.000697709 0.00119591 0.00123858 0.00115938 0.00114289 0.00132998 0.001916 0.00116171 0.00119166 0.00117279 0.000584543 0.000745178 0.000693818 0.000642628 0.000571377 0.00130001 0.00127726 0.00125314 0.000200775 1.28522e-05 0.00120109 0.00132513 0.00158449 0.00136731 0.00158397 0.00109747 0.00127762
internal_weight=0 730 615 480 135 2391 1281 1261 1110 54 1238 1160 1133 52 456 424 401 366 1056 1017 978 115 89 1081 492 199 162 118 589 290
internal_count=3121 730 615 480 135 2391 1281 1261 1110 54 1238 1160 1133 52 456 424 401 366 1056 1017 978 115 89 1081 492 199 162 118 589 290
is_linear=0
shrinkage=0.00589082


Tree=2024
num_leaves=31
num_cat=0
split_feature=1 2 0 106 150 0 2 13 1 44 0 48 149 49 147 1429 0 1429 50 43 13 12 4 0 2 49 133 157 10 2
split_gain=3.7342 0.974951 0.697256 0.565778 0.560955 1.12606 0.528364 0.592283 0.483029 0.4818 0.459987 0.585292 0.451859 0.55565 0.434569 0.447077 0.475922 0.721516 0.723434 0.785967 1.00891 0.954241 0.535053 0.477335 0.443611 0.433885 0.420145 0.416904 0.408093 0.607584
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.088985000000000009 -0.23091999999999999 0.15361500000000003 -0.11122999999999998 0.16773500000000005 1.0000000180025095e-35 -0.17169499999999996 0.11280000000000003 0.079625000000000015 -0.15302999999999997 0.089365000000000014 -0.091739999999999988 -0.076579999999999995 0.086825000000000013 0.089465000000000017 -0.080419999999999978 0.06370000000000002 0.091625000000000012 -0.085594999999999991 0.11070500000000001 -0.013254999999999998 0.10347500000000003 0.10275500000000001 -0.23976499999999998 1.0000000180025095e-35 0.11870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 10 -6 7 -4 28 12 11 -3 13 -1 15 -15 22 18 19 20 21 24 -17 -21 -18 -9 -27 -24 29 -2
right_child=8 2 6 -5 5 -7 -8 25 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 23 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00023578892949159848 0.0011531218077090327 0.0021375215463245844 0.00032717160678047018 0.00030592882761851763 0.0011094818365498459 -0.0011183838006008809 0.00011513635013697016 0.0014329499699160292 -0.0004571060977514701 0.0024587569790329258 0.00051425125990234039 0.00055730734352650081 0.0022335757841083501 0.0022926096537505985 0.00065187241307126964 0.0017136885238450115 -0.00016985602558575622 0.0023259481697395818 0.0016353314889832298 0.0010390278855489702 0.0014287538101186517 -0.0011609154551042414 0.0003770947051658192 0.0021906693926247119 0.0013129290992365563 0.0011524588660566041 3.1156410590780964e-05 0.0013769177087150164 -2.0018225925677503e-05 0.00047176356086454647
leaf_weight=22 96 26 33 25 22 23 22 310 23 20 64 21 29 26 42 254 20 24 85 165 31 26 21 20 20 67 22 1316 46 200
leaf_count=22 96 26 33 25 22 23 22 310 23 20 64 21 29 26 42 254 20 24 85 165 31 26 21 20 20 67 22 1316 46 200
internal_value=0 0.00128823 0.00103987 0.00135882 0.000633826 -2.9205e-05 0.00117939 0.00123359 0.000530461 0.00137124 0.000902622 0.00143147 0.00136088 0.00134867 0.00136061 0.00137544 0.0013634 0.00114335 0.00106601 0.000894404 0.000381124 -0.000110945 0.00141749 0.00116353 0.000571537 0.00130856 0.000875283 0.00136121 0.000596876 0.000692745
internal_weight=0 2756 610 2146 156 45 454 432 365 2121 111 47 2101 2072 2050 2008 1982 391 367 282 97 66 1591 185 40 399 89 1337 342 296
internal_count=3121 2756 610 2146 156 45 454 432 365 2121 111 47 2101 2072 2050 2008 1982 391 367 282 97 66 1591 185 40 399 89 1337 342 296
is_linear=0
shrinkage=0.00704007


Tree=2025
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 1 4 1 43 2 52 47 4 51 133 12 12 1 52 12 0 1447 15
split_gain=124.343 19.7601 12.5379 9.67891 8.66943 6.44898 4.39382 4.39088 3.92876 3.4 3.27155 3.12274 1.59561 1.57926 2.32745 1.726 1.34573 1.44638 1.33646 2.68647 1.39099 1.32038 1.22037 1.19833 1.18342 1.15323 1.1238 1.0395 1.02521 0.911515
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.13082500000000002 0.090540000000000023 -0.013514999999999998 0.083345000000000016 0.064745000000000011 0.14530500000000005 0.12603000000000003 0.090100000000000013 0.26450500000000005 -0.085989999999999997 0.089405000000000012 0.092855000000000007 0.096475000000000019 0.16540500000000002 0.40674500000000008 0.090165000000000009 -0.14454499999999995 -0.082869999999999985 0.089295000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 23 10 -5 12 24 25 15 26 28 17 18 20 -20 -3 27 -17 -6 -4 -1 -15 -22 -12 -10
right_child=1 2 11 9 7 -7 -8 -9 29 -11 13 -13 -14 14 -16 22 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019231252079520468 0.0018127722507010106 0.00053912897267170787 0.000563273876873523 0.001689990511449174 0.0019286703304382249 0.0012492620263877946 0.00112962761642965 0.00099231582326567798 0.0023530795497818868 0.0010659477948357075 0.0022047921130520318 0.0011541176384251978 0.0017700394762915587 0.0018366459613618944 0.0013014104891098956 0.001271261864491086 0.00059136264677759785 0.001314707600124739 0.0016142130618991533 0.00083381141011750219 0.0011518443902325095 0.00060013695470566254 0.0017294488680507228 0.0015223115769646036 0.00016116344879888854 0.0015924148846915966 0.0016509912263428679 0.000886479517741584 0.0018472180515699298 0.0020175788459553335
leaf_weight=1064 76 26 136 37 28 48 22 37 44 58 22 22 241 141 37 21 25 30 21 25 63 26 53 57 22 28 210 97 364 40
leaf_count=1064 76 26 136 37 28 48 22 37 44 58 22 22 241 141 37 21 25 30 21 25 63 26 53 57 22 28 210 97 364 40
internal_value=0 0.001039 0.000943376 0.00181229 0.00109111 0.00183276 0.00184501 0.00145484 0.00185196 0.001309 0.00183881 0.000586341 0.0018885 0.0017607 0.00168512 0.00182446 0.000949344 0.000980419 0.000941548 0.00119008 0.000887621 0.000936335 0.00159942 0.00165617 0.000507284 0.00191465 0.00172557 0.000990967 0.0018676 0.00219332
internal_weight=0 691 615 2430 435 2335 2287 122 2265 95 2181 180 1333 848 388 460 313 288 258 46 212 186 74 85 158 1092 351 160 386 84
internal_count=3121 691 615 2430 435 2335 2287 122 2265 95 2181 180 1333 848 388 460 313 288 258 46 212 186 74 85 158 1092 351 160 386 84
is_linear=0
shrinkage=0.00160853


Tree=2026
num_leaves=31
num_cat=0
split_feature=1 2 0 14 106 10 34 10 15 0 124 13 16 3 13 2 13 44 457 2 49 3 12 49 1424 149 16 475 13 16
split_gain=3.58413 0.926392 0.640945 0.511798 0.510994 0.503624 0.705814 0.524868 0.668132 0.503541 0.673973 0.65048 0.586911 0.57708 0.543997 0.464156 0.507631 0.408699 0.395588 0.614269 0.467077 0.411859 0.3802 0.441692 0.373488 0.377476 0.456466 0.784177 0.763517 0.632914
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -1.0000000180025095e-35 0.086340000000000014 -0.005834999999999999 -0.038779999999999995 -0.15926999999999997 -0.24436499999999997 -0.074824999999999989 0.0026500000000000004 0.05868000000000001 -0.020119999999999996 0.30112000000000005 -0.016469999999999995 0.15361500000000003 -0.11122999999999998 1.0000000180025095e-35 -0.082464999999999983 0.11215000000000001 -0.028954999999999998 0.11924500000000002 0.095565000000000011 0.12497000000000001 1.0000000180025095e-35 0.079625000000000015 0.19444000000000003 -0.0048199999999999988 -0.066634999999999986 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 17 7 -7 8 -2 12 11 14 13 -8 -11 16 -4 24 -5 20 -20 -21 -18 -24 25 26 29 -28 -29 -1
right_child=5 2 15 18 -6 6 9 -9 -10 10 -12 -13 -14 -15 -16 -17 22 -19 19 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014957357343946015 0.00154187619671097 0.0019056643463199723 0.00042273381694214946 0.0015206897689825198 0.00038316944911327195 -0.0006507341258640512 0.0012979233477469318 -0.00086382671645497124 -0.00030443003505681087 0.001277519985780526 -0.00015424333979945328 0.00030808348634738826 -0.00053212908216204876 -9.0296117964160007e-06 0.0025281742284817572 0.00018720033446641813 0.0017186099197949278 0.0026513110471033745 0.00040830743661208628 0.0014171973738156204 -0.0011291790741600482 0.00012936391360174207 0.001347072198851051 0.00018632524102812057 0.0025646006643698107 0.002416280345227628 0.0017589970746650023 0.0013187916327675778 -7.4362571993528148e-05 0.0022587790093497864
leaf_weight=1816 22 20 33 22 25 21 54 27 28 69 21 28 28 35 32 22 178 20 27 37 23 27 198 23 21 28 66 51 48 71
leaf_count=1816 22 20 33 22 25 21 54 27 28 69 21 28 28 35 32 22 178 20 27 37 23 27 198 23 21 28 66 51 48 71
internal_value=0 0.00143254 0.0011599 0.000721479 0.00151003 0.000596489 0.000748766 2.69339e-05 0.000507945 0.000858839 0.00116292 0.00137734 0.000468993 0.000783953 0.00167377 0.00131054 0.00136775 0.00152331 0.000547334 0.000359494 -0.000298936 0.000873893 0.00144591 0.00122627 0.00151258 0.00150196 0.00148948 0.00108959 0.000643323 0.00152445
internal_weight=0 2756 610 156 2146 365 288 77 50 267 150 129 117 89 101 454 432 2121 136 114 50 64 399 221 2101 2080 2052 165 99 1887
internal_count=3121 2756 610 156 2146 365 288 77 50 267 150 129 117 89 101 454 432 2121 136 114 50 64 399 221 2101 2080 2052 165 99 1887
is_linear=0
shrinkage=0.00792826


Tree=2027
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 484 4 133 52 1 3 3 52 15 48 160 3 13 160 4 2 1 3 52 50 15 42 160 1456 1456
split_gain=3.01152 1.00623 0.735924 0.915788 0.595812 0.542693 0.663313 0.548553 0.500572 0.447345 0.438061 0.494397 0.465412 0.404652 0.515846 0.586714 0.551344 0.50547 0.416206 1.02819 0.632963 1.09519 1.76669 0.548547 0.691761 0.727338 0.687865 0.446485 0.417066 0.452105
threshold=0.27044500000000005 0.17025000000000004 0.090540000000000023 1.0000000180025095e-35 0.25063000000000007 -0.020124999999999994 0.0012600000000000003 -0.23133499999999999 -0.56176499999999996 0.08592000000000001 -0.083654999999999993 -0.03694999999999999 -0.061194999999999992 -0.15914499999999995 0.089350000000000013 -0.40957499999999997 0.10732000000000001 -0.013304999999999999 -0.089974999999999986 -0.082769999999999982 0.084055000000000005 0.080270000000000022 -0.0087149999999999988 -0.013374999999999998 0.089915000000000009 0.087575000000000014 0.084050000000000014 -0.085834999999999981 0.088910000000000017 0.10375000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 9 6 -4 -7 -9 -2 -5 -12 -13 17 16 -16 18 -1 19 -15 23 27 -23 26 25 -25 -20 -22 -29 -30
right_child=4 -3 3 10 -6 7 -8 8 -10 -11 11 12 -14 14 15 -17 -18 -19 20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0024644266588110092 0.0014534933300737823 -7.2720483781594898e-05 0.0022609569801943052 -0.00044784249303385826 -0.00058282123702194154 0.0019808787796635986 0.00097079209597776962 0.0016202245642318301 0.00086277659076103264 0.00045586526467315092 0.0015806895632644374 0.00069571699752440138 -0.00026038814725159944 0.0023571061030930279 -0.0002691370667578258 0.00095888612295246824 0.00011264150764648342 0.0012318559423795793 0.0016447204660272931 0.0012662130943127752 0.00042489852566180401 -0.0014359890592753374 0.0010171059420686507 0.0016107630350824828 0.0010522068481048732 0.0027407755686683728 0.00025736272197558204 0.0012046642383886359 -0.00018085767580574511 0.0010750180516485089
leaf_weight=25 22 33 36 20 24 24 37 44 434 319 21 94 31 48 20 163 21 39 30 225 38 20 41 141 78 32 36 969 21 35
leaf_count=25 22 33 36 20 24 24 37 44 434 319 21 94 31 48 20 163 21 39 30 225 38 20 41 141 78 32 36 969 21 35
internal_value=0 0.00110178 0.00111601 0.000934079 0.000447699 0.0010619 0.00160704 0.000982622 0.0009325 0.000520228 0.000491343 0.000619999 0.000458603 0.00118403 0.00116637 0.000824676 0.00120241 0.00171333 0.00121576 0.00145802 0.00116987 0.00109455 0.000212812 0.00143691 0.00158125 0.00181978 0.00088798 0.00114515 0.00117185 0.000604065
internal_weight=0 2756 2723 741 365 575 73 502 478 341 166 146 125 1982 1918 183 1735 64 1714 273 1441 1124 61 317 251 173 66 1063 1025 56
internal_count=3121 2756 2723 741 365 575 73 502 478 341 166 146 125 1982 1918 183 1735 64 1714 273 1441 1124 61 317 251 173 66 1063 1025 56
is_linear=0
shrinkage=0.0067667


Tree=2028
num_leaves=31
num_cat=0
split_feature=4 2 3 457 0 457 2 42 9 160 39 1416 15 0 15 2 11 159 12 376 132 39 43 403 12 2 157 1 483 160
split_gain=2.45455 0.819564 0.609304 0.519832 0.580095 0.532788 0.498916 0.449015 0.451674 0.476065 0.418224 0.40726 0.433344 0.819561 1.92928 0.821487 0.600297 0.482925 0.484023 0.562963 0.52434 0.52874 0.689485 0.653875 0.541708 0.475216 0.541386 0.577776 0.391424 0.455932
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.29113500000000009 -0.15599999999999997 -1.0000000180025095e-35 0.25063000000000007 0.11934000000000002 -1.0000000180025095e-35 0.079055000000000014 -0.0091949999999999983 1.0000000180025095e-35 0.083195000000000005 -0.11173999999999999 -0.015039999999999998 0.091265000000000013 0.075910000000000019 0.14029500000000003 0.091625000000000012 0.083960000000000021 0.086775000000000005 0.10166000000000001 -0.092909999999999979 -0.082969999999999988 0.084405000000000022 0.12992500000000004 -0.08107499999999998 0.091900000000000023 0.11494000000000001 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2 8 9 -6 -10 12 13 14 15 -12 28 18 19 20 21 22 24 -24 -15 26 27 -20 29 -14
right_child=6 -3 -4 -5 7 -7 -8 -9 10 -11 11 -13 16 17 -16 -17 -18 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055961762890670221 0.00046383088304892395 -6.2906976003738072e-05 0.00033620209252325774 0.00014617093246383392 -0.00027938913241277861 0.0016663547915534193 -0.00050417059967912045 0.00056035851209589884 0.0018760373062772847 0.0010792846754072852 0.0019004745494039391 0.0017120164649036141 0.0018461035895717176 0.0024627999649308495 -0.001301010744446135 0.00046444626590233241 0.0020442405278601229 0.0019125729266363939 -0.00064733412611428509 0.00020850853433012693 0.00037234460472632407 0.00015225128425794694 6.610105982184806e-05 0.0011221085055595451 0.0013475497232514756 0.0017164939542974535 0.00080458606926263364 0.00073959248859461655 0.00028887045550373607 0.0010559312639965453
leaf_weight=23 366 33 63 31 24 92 24 107 23 20 22 33 32 27 23 72 27 22 24 33 42 23 26 539 58 21 347 27 27 890
leaf_count=23 366 33 63 31 24 92 24 107 23 20 22 33 32 27 23 72 27 22 24 33 42 23 26 539 58 21 347 27 27 890
internal_value=0 0.000955851 0.000968311 0.000983425 0.000993392 0.00144501 0.000404262 0.000972526 0.00099104 0.00033819 0.00100333 0.000994656 0.000984282 0.000906803 0.000387413 0.000800538 0.00108796 0.000957912 0.000939915 0.00103905 0.00107738 0.00112138 0.00115567 0.00107351 0.00170181 0.000762937 0.000712624 8.69211e-05 0.00106075 0.00108336
internal_weight=0 2731 2698 2635 2604 115 390 2489 2382 44 2338 2315 2282 1306 117 94 976 1189 1167 748 715 673 650 565 85 419 398 51 949 922
internal_count=3121 2731 2698 2635 2604 115 390 2489 2382 44 2338 2315 2282 1306 117 94 976 1189 1167 748 715 673 650 565 85 419 398 51 949 922
is_linear=0
shrinkage=0.00650394


Tree=2029
num_leaves=31
num_cat=0
split_feature=1 97 33 1 457 456 51 4 4 51 10 2 10 12 3 15 3 40 3 1 47 48 48 52 4 376 1185 15 11 48
split_gain=2.06759 0.586913 0.750753 0.567036 0.747395 0.596614 0.476557 0.402555 0.909783 0.412204 0.376276 0.432431 0.504414 0.49098 0.584167 0.690515 0.493683 0.485453 0.726996 0.401509 0.401377 0.371844 0.529861 0.338008 0.324443 0.32349 0.315594 0.319519 0.556467 0.498741
threshold=0.12000500000000001 -0.0047149999999999996 0.083840000000000012 0.095950000000000021 0.083415000000000017 0.092050000000000007 -0.16666999999999996 -0.16363499999999997 -0.073104999999999989 -0.047599999999999996 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.16158000000000003 -0.40580499999999992 0.12745000000000004 -0.063404999999999989 -0.116045 0.13707500000000003 0.11043500000000002 -0.065739999999999979 0.086260000000000017 0.5140450000000002 0.50996500000000011 0.083705000000000016 0.089620000000000019 -0.11033999999999998 0.086080000000000018 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 26 5 6 -5 9 -9 -8 11 12 -2 -13 16 -16 17 19 -19 -15 -14 -6 -23 -10 -12 -1 27 -3 29 -29
right_child=10 2 -4 4 21 -7 7 8 23 -11 24 13 20 14 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00053150668292936405 0.00012502383988402505 0.0012011546164496284 0.0022088637054461474 0.0015357484070112623 0.00062743052481758663 -0.00031693411070957204 0.00078290964645501835 -0.00072388127508739536 0.00069920792544266432 0.0018224735694049388 -0.00089057764762881205 0.0012413646922750541 0.0017200196098975764 0.0014096689887220318 0.00058419329039834621 -0.0009691609233635506 0.0012620445262609681 0.00074970775988414211 -0.00089486991273606301 8.4953295756590101e-05 0.00061312219116020996 -0.0011502873286071916 0.00035567104133026349 0.0015371740769799355 0.00026571318761873364 0.00068554022415164559 0.0015518465432066348 0.00094213120091584171 -0.00019074519059183325 0.00046061397752140986
leaf_weight=20 33 182 20 42 31 21 40 20 270 31 20 20 30 20 20 38 24 20 32 22 30 20 23 24 25 20 38 1860 21 104
leaf_count=20 33 182 20 42 31 21 40 20 270 31 20 20 30 20 20 38 24 20 32 22 30 20 23 24 25 20 38 1860 21 104
internal_value=0 0.000890773 0.000902623 0.000893043 0.000692499 0.000796562 0.000851324 0.000776659 0.000672614 0.0012368 0.000327378 0.000416999 0.00079699 0.000236698 0.000122531 -0.000433522 0.000395845 0.000174688 -0.00026234 0.00071577 0.00116657 6.25005e-05 -0.000344775 0.000767613 -0.000248194 7.70168e-05 0.000940518 0.000929798 0.000904918 0.000916633
internal_weight=0 2787 2747 2727 522 448 427 385 314 71 334 289 93 196 176 58 118 94 52 42 60 74 43 294 45 40 2205 2167 1985 1964
internal_count=3121 2787 2747 2727 522 448 427 385 314 71 334 289 93 196 176 58 118 94 52 42 60 74 43 294 45 40 2205 2167 1985 1964
is_linear=0
shrinkage=0.0067667


Tree=2030
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 47 4 1 0 1 4 0 4 12 16 3 12 2 151 47 3 0 12 42 160 16 15
split_gain=162.425 26.6119 16.8048 12.4253 9.23072 8.40533 5.23181 4.90311 4.73676 4.0542 4.00245 3.94324 3.39569 2.9021 2.73826 2.05248 2.90714 1.93038 1.78386 1.732 2.14683 1.69932 1.51864 1.48511 1.44704 1.42734 1.40101 1.32345 1.30267 1.23592
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.062655000000000016 0.0061450000000000003 0.13082500000000002 0.40473500000000007 0.092845000000000025 -0.11173999999999999 0.15022500000000003 0.27834500000000006 -0.079119999999999982 -0.49013999999999996 0.08401500000000002 -0.44310499999999992 -0.049509999999999992 0.09320500000000001 0.099185000000000009 -0.088784999999999989 0.090100000000000013 0.092670000000000016 -0.15599999999999997 -0.10022999999999999 0.086730000000000015 -0.087429999999999994 0.11346000000000002 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 7 11 12 -7 -5 24 18 17 26 19 -17 -9 -4 20 23 -3 -23 -16 -1 -20 -13 -19 -6 -8
right_child=1 2 8 10 28 9 29 13 -10 -11 -12 14 -14 -15 15 16 -18 27 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019123231240590931 0.002104499364384985 0.0014315397593562726 0.0010782587386179397 0.001923011232716788 0.0011146053936670482 0.0019129527560308762 0.0027314702716269767 0.0022182618743977348 0.0012906275477723402 0.0011675730360617333 0.0012044916731535763 0.0022554553237424594 0.00025308753751694554 0.0013305198912888627 0.0028360852906324351 0.0015568049500811099 0.0020604258002388728 0.0021628683919906119 0.00098601226255247399 0.0019567049672682539 0.0020523026651856758 0.00099021798843119827 0.0014572491207785164 0.0022554040303698532 0.0013656666526049119 0.00057478325662443702 0.0021299603268122337 0.001847057314220612 0.0016789806673697723 0.0023143962378896054
leaf_weight=43 76 40 37 37 26 73 47 72 37 30 58 769 53 22 33 36 462 47 31 36 32 172 23 21 21 119 391 218 22 37
leaf_count=43 76 40 37 37 26 73 47 72 37 30 58 769 53 22 33 36 462 47 31 36 32 172 23 21 21 119 391 218 22 37
internal_value=0 0.00115158 0.00103382 0.00208948 0.0021141 0.00128926 0.00212965 0.00211371 0.000722123 0.00169585 0.00148434 0.00214924 0.000634478 0.0019312 0.00216421 0.00207263 0.00202402 0.00197041 0.000742573 0.00227106 0.00240265 0.00111105 0.0010453 0.00261026 0.00173295 0.000659771 0.00221315 0.00190307 0.00137328 0.00254776
internal_weight=0 691 615 2430 2335 338 2287 2203 277 103 95 1844 240 359 1780 620 498 337 187 122 86 235 195 54 64 150 1160 265 48 84
internal_count=3121 691 615 2430 2335 338 2287 2203 277 103 95 1844 240 359 1780 620 498 337 187 122 86 235 195 54 64 150 1160 265 48 84
is_linear=0
shrinkage=0.00170698


Tree=2031
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 2 0 49 1 4 4 150 47 12 1 4 4 4 0 12 160 3 12 1
split_gain=240.048 38.5278 23.5974 19.0106 13.8219 12.2705 7.4236 6.7895 6.6666 5.81387 5.53924 4.58135 3.79539 5.45402 3.89532 3.77066 3.46809 3.40112 2.4732 2.36383 2.07752 1.81937 1.72141 1.65988 1.76412 1.80695 1.57458 1.62738 1.48019 1.35704
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.11389000000000002 0.14285500000000004 0.09253500000000002 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0061450000000000003 0.42051500000000003 1.0000000180025095e-35 0.090100000000000013 0.087765000000000024 0.089770000000000016 -0.0070899999999999991 -0.51253999999999988 0.057560000000000007 0.14486500000000005 0.095780000000000018 -0.067824999999999983 -0.0025099999999999996 0.10124000000000001 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 12 11 21 17 -5 16 13 14 -1 19 -4 23 -3 20 22 -6 -14 24 25 -7 -18 -28 -23 -13
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 29 15 -15 -16 -17 26 -19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021924026144068422 0.002194958979078471 0.00098897341059462946 0.001060638282027921 0.0020136971084353792 0.0024012025686169763 0.0023121837873306661 0.0027410289409697188 0.0013074769857588382 0.0010541392245632089 0.0013941497106572491 0.0012238753060529067 0.0004664932042406512 0.0028259008717935563 0.0025391428749314609 0.0015925220963020916 0.001996721264096714 0.00091408083179979685 0.0014915356951327099 0.0014565017476565691 0.0022304337336054294 0.001939217244318606 0.0020773447550247138 0.0023566860495645983 0.0018845957435541215 0.0017016143611045386 0.0020483398360147615 0.00066283868654356539 0.00017079765310770893 0.0015616062239492601 9.6302764459612109e-05
leaf_weight=45 74 191 52 34 20 117 79 34 25 39 63 53 20 36 67 118 22 27 33 818 29 31 700 90 22 144 35 32 25 46
leaf_count=45 74 191 52 34 20 117 79 34 25 39 63 53 20 36 67 118 22 27 33 818 29 31 700 90 22 144 35 32 25 46
internal_value=0 0.00112145 0.000988831 0.00218489 0.00127623 0.00221311 0.0022677 0.000647942 0.00176055 0.00197535 0.00150072 0.000554508 0.0022473 0.00200518 0.00183355 0.00226857 0.000737077 0.00203202 0.00105785 0.00228904 0.00235305 0.00199292 0.00236972 0.00207114 0.00213047 0.00216661 0.00054803 0.000427834 0.0018471 0.000294486
internal_weight=0 673 599 2448 325 2351 1912 274 101 439 97 240 1833 148 112 1685 141 400 224 1567 749 76 720 373 283 261 89 67 56 99
internal_count=3121 673 599 2448 325 2351 1912 274 101 439 97 240 1833 148 112 1685 141 400 224 1567 749 76 720 373 283 261 89 67 56 99
is_linear=0
shrinkage=0.00157699


Tree=2032
num_leaves=31
num_cat=0
split_feature=1 2 150 12 97 33 2 151 13 132 1 483 4 1 52 43 1454 484 1211 401 1210 3 42 50 1420 1429 160 15 16 48
split_gain=2.90004 0.8703 0.504432 0.704152 0.45826 0.418617 0.419659 0.434427 0.399226 0.525947 0.386701 0.362975 0.401208 0.353077 0.638238 0.326915 0.305903 0.346489 0.301379 0.352282 0.400296 0.490437 0.479634 0.320987 0.376628 0.501233 0.71406 0.762719 0.704069 0.666192
threshold=0.12000500000000001 0.10252500000000002 1.0000000180025095e-35 0.087995000000000004 -0.083924999999999986 0.083840000000000012 -0.0091949999999999983 -1.0000000180025095e-35 -0.08971999999999998 0.10240500000000001 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.10557500000000002 -0.077024999999999996 -0.043144999999999996 0.093640000000000015 0.096415000000000015 -0.43000499999999992 0.084905000000000022 -0.0091799999999999989 -0.091054999999999983 0.085010000000000016 -0.13200999999999999 -0.023194999999999997 0.084770000000000012 -0.065039999999999987 -0.0072999999999999992 0.18438500000000005 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 13 -1 6 7 -6 15 16 11 12 -2 -4 -15 -3 17 -10 -8 23 22 -22 -21 -20 -25 28 27 -27 -26 -30
right_child=10 2 3 -5 5 -7 18 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00042303889493888996 0.0012299228440842839 -0.00032719918369385832 -0.0006662207720614724 0.0019529634082038529 -7.4591868318141867e-05 0.0025510845113940125 0.00051227475432594107 0.0013548961542921847 0.001323249820934158 0.00016045469875843973 -0.00055571689017916003 0.0016712459758215859 0.00036587897615649216 0.0015461520453983807 -0.00016457737321542724 0.00092592425710837328 0.00031712530741148442 0.0024097353783547959 0.0022993486883381101 0.00014517635900858453 0.0029268045999114424 0.0017468106979587161 0.001747729449608942 0.0019920486599400429 0.0014483014475801855 0.0010751862576781777 0.0018224423848497509 -0.00086486532209029002 0.0010592426978483782 -0.00062719549466188935
leaf_weight=33 45 20 24 20 27 23 25 34 374 29 23 20 246 26 38 56 20 22 28 20 33 102 39 71 1519 32 29 26 97 20
leaf_count=33 45 20 24 20 27 23 25 34 374 29 23 20 246 26 38 56 20 22 28 20 33 102 39 71 1519 32 29 26 97 20
internal_value=0 0.00132663 0.00105124 0.000527926 0.00140689 0.00142217 0.00140982 0.000722172 0.00115972 0.00125597 0.000496995 0.000574848 0.000499494 0.000204054 0.000530406 0.000596155 0.00133234 0.00138361 0.00143037 0.00144176 0.0017826 0.00203525 0.00120449 0.00140547 0.00139152 0.00136677 0.000744486 0.000205508 0.00139986 0.000770963
internal_weight=0 2787 629 108 2158 2125 2102 61 521 445 334 311 291 88 64 76 416 396 2041 2016 194 135 59 1822 1794 1723 87 58 1636 117
internal_count=3121 2787 629 108 2158 2125 2102 61 521 445 334 311 291 88 64 76 416 396 2041 2016 194 135 59 1822 1794 1723 87 58 1636 117
is_linear=0
shrinkage=0.00841354


Tree=2033
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 4 0 2 42 4 2 34 0 4 131 15 4 0 13 156 48 14 151 4 0 4 12
split_gain=147.901 23.5275 15.4646 13.6535 8.00009 7.36065 5.48972 4.97915 4.8419 6.00206 3.82396 3.7592 2.91362 2.77585 3.00573 2.62524 2.28282 1.7645 1.79235 2.45484 1.75338 1.74718 1.62756 2.25737 1.58046 1.54799 1.44389 1.90425 1.41965 1.53006
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.13082500000000002 0.0061450000000000003 -0.11173999999999999 0.11474000000000002 -0.076394999999999977 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 -0.07929499999999999 0.27834500000000006 0.082750000000000004 -0.41396999999999995 0.015030000000000002 -0.15599999999999997 -1.0000000180025095e-35 -0.0011799999999999998 0.093265000000000015 -1.0000000180025095e-35 -0.088784999999999989 -0.49405499999999997 -0.060129999999999996 -0.0070899999999999991 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 25 8 13 9 20 28 -5 24 14 -4 -11 -16 18 -15 -20 -1 -18 -17 26 -10 -3 -24 -28 -7 -30
right_child=1 2 7 11 -6 10 -8 -9 12 15 -12 -13 -14 17 16 22 21 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0017687186875638748 0.0020117339050742399 0.0014201656855965426 0.00049856864762394776 0.0020136707609122373 0.0013852070099810757 0.002153199358363978 0.00245233181657814 0.0013305650745339941 0.0023267777148589823 0.0021298641249218675 0.0011060340773018464 0.0012425680440845339 0.0012952938274821447 0.000668193569897842 0.0013531704985741382 0.0022921194130728789 0.00064126022692137215 0.00091698429423017291 0.00053269516694446825 -0.0002111825706207007 0.001201681267235183 0.0012072943439663257 0.0021975644074669477 0.0015876827546538028 0.0018710755124906656 0.0010721717838199092 0.0020225435070637125 0.0017729826815240076 0.0019247564176721852 0.0014009955474933824
leaf_weight=43 76 40 45 21 48 23 84 37 21 1148 26 74 22 33 32 46 43 20 24 22 21 21 84 36 316 191 365 101 31 27
leaf_count=43 76 40 45 21 48 23 84 37 21 1148 26 74 22 33 32 46 43 20 24 22 21 21 84 36 316 191 365 101 31 27
internal_value=0 0.00116741 0.00106307 0.00201078 0.0020351 0.00129398 0.00204874 0.000781314 0.00203336 0.00206663 0.00164276 0.00141302 0.00186245 0.000696638 0.000841592 0.00208403 0.00100238 0.000490189 0.00038214 0.000176928 0.00158266 0.00082699 0.00200077 0.0019779 0.00189947 0.00113243 0.00200345 0.00196845 0.00181504 0.00168094
internal_weight=0 691 615 2430 2335 338 2287 277 2203 1844 107 95 359 240 141 1780 96 99 79 46 64 64 632 586 337 231 550 466 81 58
internal_count=3121 691 615 2430 2335 338 2287 277 2203 1844 107 95 359 240 141 1780 96 99 79 46 64 64 632 586 337 231 550 466 81 58
is_linear=0
shrinkage=0.00160853


Tree=2034
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 2 12 2 14 4 2 12 4 47 1 1 0 16 47 4 1 3 1 1 49 4 50 11
split_gain=242.246 30.0389 24.9685 15.6187 13.865 12.2456 8.69029 8.11532 7.95715 6.43441 5.07052 4.83298 4.02206 3.2139 2.71103 2.63337 2.52352 2.5171 2.41292 2.27048 2.26281 2.61699 2.19373 2.11777 1.86507 1.71823 1.6218 1.5027 1.39571 1.34841
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 -0.17966999999999997 -1.0000000180025095e-35 0.091475000000000015 0.10803500000000001 0.076175000000000007 0.0061450000000000003 0.10855000000000002 0.12757000000000002 -0.033174999999999989 0.091680000000000011 0.16175000000000003 0.12958500000000003 -0.11173999999999999 -0.43320999999999993 0.077555000000000013 -0.059649999999999988 0.122715 0.090900000000000009 0.12000500000000001 0.13075500000000004 -0.085174999999999987 -0.008819999999999998 0.041865000000000006 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 22 7 -5 24 10 17 18 13 20 29 -11 26 28 -9 19 -4 21 -1 27 -23 -3 -6 -8 -2 -7 -10
right_child=1 5 8 6 25 16 15 9 11 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0067003878191209346 0.0065939739540865835 0.0053132634874701904 0.0065820127391528031 0.0066473759763804804 0.0055646245451234826 0.0047089741709897158 0.0059968652374830971 0.0064235024161569034 0.0065418080455997459 0.005863568680835634 0.0071891576008933757 0.0062568908752178663 0.0059370412161871347 0.0060460399997193798 0.0052787727938077627 0.0061077546729087486 0.0042236629375013096 0.0056505081746085224 0.0066712303834345552 0.0059261137793598252 0.0069155903265115332 0.006428688437873001 0.0059044301914842508 0.0059004237950391544 0.0047999064344296351 0.005051297455807899 0.0055179045235402915 0.0061658168290805223 0.0051474234301142167 0.0067850205835264504
leaf_weight=67 47 24 35 28 50 65 21 22 566 23 46 191 33 31 138 31 21 20 1156 21 32 77 29 25 66 24 108 36 25 63
leaf_count=67 47 24 35 28 50 65 21 22 566 23 46 191 33 31 138 31 21 20 1156 21 32 77 29 25 66 24 108 36 25 63
internal_value=0 0.00540342 0.00652551 0.00617536 0.00592783 0.00516198 0.00583689 0.00533096 0.00659558 0.00550571 0.00667525 0.00647781 0.00644729 0.00654174 0.00536232 0.00569505 0.00471591 0.00605541 0.00665574 0.00633605 0.00653107 0.00645826 0.00627781 0.00629921 0.0049368 0.00539814 0.00559587 0.00640827 0.00483077 0.00656617
internal_weight=0 590 2531 422 186 404 188 293 2109 203 1258 851 234 660 161 160 111 42 1212 56 201 169 112 102 90 74 129 83 90 629
internal_count=3121 590 2531 422 186 404 188 293 2109 203 1258 851 234 660 161 160 111 42 1212 56 201 169 112 102 90 74 129 83 90 629
is_linear=0
shrinkage=0.00157699


Tree=2035
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 12 4 0 0 4 2 48 0 4 15 12 2 43 3 42 1 50 0 0 31 15 10
split_gain=150.002 18.9153 16.3588 9.11564 8.06823 8.03782 6.80238 5.97768 5.20094 4.35287 4.61074 3.5875 3.42954 3.11687 2.7312 2.63409 2.55338 3.91528 2.31489 2.304 2.29951 2.56891 2.2848 1.97265 1.82804 1.81252 1.79815 1.64544 1.60421 1.48353
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.090455000000000021 -0.17966999999999997 1.0000000180025095e-35 -0.23194499999999998 0.033845000000000007 0.10444500000000002 0.085130000000000025 -0.14832499999999996 -0.064054999999999987 -0.03241999999999999 0.13597000000000004 0.099185000000000009 -0.078654999999999989 0.149315 0.099760000000000015 0.122715 0.041865000000000006 -0.22491999999999998 -0.11173999999999999 -0.077289999999999984 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 11 6 27 -8 15 -6 13 -1 18 14 -11 -4 19 -18 -10 -13 -9 22 25 -2 28 -22 -17 -3 -7 -30
right_child=1 5 8 -5 9 24 7 20 12 10 -12 16 -14 -15 -16 26 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.002427313852043137 0.0018418011299571335 0.00086094408889669837 0.0023689202452771311 0.0010373235405897812 0.0019577257158471012 0.00065276674132958522 0.0016461129088984616 0.00060241147409156566 0.0019287557558849517 0.0018345812311375627 0.0006753492351227752 0.0021650369595396088 0.0016742130299347412 0.0011446515602446447 0.0013627340965888151 0.0017128458829462562 0.0018009573336866481 0.0011290042696669507 0.0014922869154062601 0.0015596703922619729 0.0010497199300363758 0.00082824148030311451 0.00078833034510302543 0.0013825778265761921 0.00086204252446686917 0.0015524160544569167 0.002018908204083777 0.00044941549587854574 0.00050792018718668404 -4.1182411991689895e-05
leaf_weight=22 83 41 48 74 31 29 42 27 748 51 21 52 169 59 63 46 76 27 29 20 26 56 20 29 23 45 1069 49 20 26
leaf_count=22 83 41 48 74 31 29 42 27 748 51 21 52 169 59 63 46 76 27 29 20 26 56 20 29 23 45 1069 49 20 26
internal_value=0 0.00105016 0.00189885 0.00145014 0.00162643 0.000866006 0.000986998 0.00113288 0.00195336 0.00143032 0.00134604 0.00185042 0.0018699 0.00142746 0.00157382 0.00202125 0.00177789 0.00162481 0.00191247 0.00199688 0.00100899 0.00108367 0.00124086 0.0017229 0.000488213 0.00136833 0.00200628 0.00063689 0.000373572 0.000197558
internal_weight=0 590 2531 186 422 404 306 216 2109 225 194 197 946 173 114 1163 175 103 777 72 174 147 91 112 98 71 1115 90 75 46
internal_count=3121 590 2531 186 422 404 306 216 2109 225 194 197 946 173 114 1163 175 103 777 72 174 147 91 112 98 71 1115 90 75 46
is_linear=0
shrinkage=0.00151575


Tree=2036
num_leaves=31
num_cat=0
split_feature=1 52 1 16 1 394 0 484 50 2 148 123 12 12 43 457 13 16 42 0 2 0 13 43 16 13 4 128 131 131
split_gain=4.44527 0.84132 0.976707 0.816559 0.658438 0.790457 0.791716 0.708762 0.635988 0.587354 0.549254 0.528766 0.510985 0.787067 0.743877 0.467154 0.465092 0.557068 0.453326 0.432863 0.430549 1.14402 0.500522 0.491135 0.420699 0.497207 1.1936 0.578959 0.51454 0.58109
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.08844500000000001 -0.080504999999999979 -0.095504999999999993 -0.0068949999999999992 0.14026500000000003 -0.0091949999999999983 -0.066239999999999979 0.11410500000000003 0.11734000000000001 0.10806000000000002 0.070450000000000013 0.10613500000000002 -0.013024999999999998 -0.23935499999999996 0.090545000000000014 -0.067094999999999988 0.10644500000000001 0.10455500000000001 -0.14819499999999997 0.035560000000000008 -0.083539999999999989 -0.051094999999999995 -0.077679999999999985 0.11170500000000001 0.088610000000000008 0.090855000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 8 -4 20 -6 7 -7 10 19 -3 12 13 14 -12 16 17 -9 -2 -8 22 -22 23 -1 -11 26 -26 -27 -28 -30
right_child=1 2 3 -5 5 6 9 15 -10 24 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 27 28 -29 29 -31
leaf_value=0.0018269095465199817 0.0022088115655390481 0.00012799007269901022 0.00078036429388582081 -0.001018057351797745 0.00032968930449388375 0.002339049390195508 0.0017271586650838464 0.001380704892264463 0.0021066139220426482 0.0022470473049108564 0.00098057219988678581 -3.6220951945868517e-06 0.0019942835080463388 -0.00023238841374365897 0.0020059837272257811 6.6103462849885887e-05 0.0014076409301583203 -9.8817460664747016e-05 0.0011406419116244263 0.00044931294459485117 0.0016151385544677234 6.2125114619589677e-05 0.0017449810835258287 0.003025361047979853 0.00015242224431184803 0.0020437018609152503 0.0022004356979085774 0.00095948677620944672 0.00041849718265299547 0.0016634589835952444
leaf_weight=34 36 33 25 20 25 20 20 21 22 65 282 21 25 21 35 20 97 24 34 28 226 23 1584 27 28 163 49 25 22 66
leaf_count=34 36 33 25 20 25 20 20 21 22 65 282 21 25 21 35 20 97 24 34 28 226 23 1584 27 28 163 49 25 22 66
internal_value=0 0.00101019 0.000911878 -1.89342e-05 0.00166544 0.0014872 0.00153186 0.00116081 0.00100729 0.00167677 0.000949293 0.00101987 0.00107908 0.00101139 0.00109379 0.00101535 0.00114904 0.000591626 0.00168999 0.000981749 0.00172878 0.00147169 0.00176769 0.00235737 0.00175659 0.00166627 0.00140051 0.00189952 0.0016556 0.00135222
internal_weight=0 554 484 45 2567 673 648 182 439 466 417 384 363 338 317 162 142 45 70 48 1894 249 1645 61 418 353 165 188 137 88
internal_count=3121 554 484 45 2567 673 648 182 439 466 417 384 363 338 317 162 142 45 70 48 1894 249 1645 61 418 353 165 188 137 88
is_linear=0
shrinkage=0.00663402


Tree=2037
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 47 4 4 1 2 1 1 0 14 1 12 52 15 151 4 16 47 0 150 3 4 1 12 2
split_gain=150.287 24.9893 14.896 12.4154 8.73254 6.15589 6.12072 5.6238 5.0725 4.07076 3.91279 3.23246 1.95249 1.94 1.90858 1.89988 1.81284 1.7481 1.69502 1.66465 1.58007 1.56636 1.56269 1.81803 1.70439 1.66639 1.43235 1.43104 1.52485 1.37879
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.12958500000000003 0.27834500000000006 0.27834500000000006 0.09253500000000002 0.089885000000000007 0.13707500000000003 0.085605000000000014 -0.22491999999999998 -0.42495999999999995 0.14089500000000002 0.082480000000000012 -0.56176499999999996 0.024640000000000006 -1.0000000180025095e-35 0.42051500000000003 -0.16075999999999999 0.090100000000000013 -0.23091999999999999 0.08926000000000002 0.0068900000000000012 -0.013514999999999998 0.089875000000000024 0.095780000000000018 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 5 8 11 26 10 -5 12 20 -1 -12 -13 -8 19 -15 22 -14 29 -16 23 -2 25 -25 -4 28 -19 -3
right_child=1 6 7 9 -6 -7 15 -9 -10 -11 13 14 16 17 21 -17 -18 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021670180875732518 0.0014720076618113657 0.0013276571646880801 0.0021238949239210723 0.0019164717179170256 0.001384687953825821 0.0025053093253062267 0.0016390937876090612 0.0012562858079653446 0.0012931312100249988 0.0012218901179035849 0.0015513775844377847 0.00099773551251758569 0.0014137899238430068 0.0023133798350637876 0.00060479399932755935 0.00098499555403507868 0.0020782825409739591 0.002056684331436731 0.0015951762152743184 0.0019684477840589813 0.00073572445401317232 0.00019680949432097653 0.0014778535178541065 0.00099386502471703682 0.00071313272774003881 0.001419748738008389 0.0017836230045127604 0.001679916919458054 0.0019081192390532819 0.00079540208944566839
leaf_weight=892 27 34 73 34 48 84 27 36 22 61 26 22 21 43 80 20 378 438 24 42 51 35 31 85 36 33 57 39 302 20
leaf_count=892 27 34 73 34 48 84 27 36 22 61 26 22 21 43 80 20 378 438 24 42 51 35 31 85 36 33 57 39 302 20
internal_value=0 0.00119035 0.00144971 0.00204049 0.00206368 0.00207794 0.000829577 0.0018189 0.00206164 0.00147048 0.00206939 0.000726415 0.00212373 0.00198397 0.000563664 0.00136075 0.00203618 0.00199765 0.00119002 0.00178356 0.000938765 0.000480625 0.00114415 0.001087 0.0010195 0.00111297 0.0019747 0.00198023 0.00199605 0.00113053
internal_weight=0 691 402 2430 2335 2287 289 166 2203 95 2181 242 1333 848 137 47 441 822 236 63 105 115 212 181 154 118 130 779 740 54
internal_count=3121 691 402 2430 2335 2287 289 166 2203 95 2181 242 1333 848 137 47 441 822 236 63 105 115 212 181 154 118 130 779 740 54
is_linear=0
shrinkage=0.00160853


Tree=2038
num_leaves=31
num_cat=0
split_feature=1 4 150 3 14 52 16 40 151 15 133 40 10 2 11 13 401 48 39 159 159 49 48 43 3 52 13 1212 1212 4
split_gain=4.31406 1.05795 0.603619 0.571076 0.507515 0.945802 0.663362 0.765753 0.621769 0.555634 0.481848 0.478888 0.485513 0.446947 0.440731 0.59772 0.473244 0.506474 0.392891 0.40518 0.62449 0.537563 0.546457 0.386408 0.94159 0.995666 0.42637 0.459348 0.758347 0.50431
threshold=0.10337500000000001 0.27044500000000005 0.12244500000000001 0.63141500000000017 -0.10708499999999999 -0.065544999999999978 -0.44310499999999992 -0.045684999999999996 0.050660000000000004 -0.46471999999999997 0.085635000000000003 0.051255000000000002 -0.086389999999999981 0.13622000000000004 1.0000000180025095e-35 -0.15416999999999995 0.080710000000000018 0.078735000000000013 0.12768500000000002 0.085545000000000024 0.10333000000000002 0.14233500000000002 0.10990500000000002 -0.14386499999999997 -0.10831999999999999 -0.07278999999999998 0.0061450000000000003 0.12218000000000002 0.11387000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 4 5 9 8 -8 -6 -3 18 12 -1 -7 15 -14 17 -16 19 21 -21 22 -2 -17 25 -25 27 28 29 -26
right_child=1 3 -4 -5 6 13 7 -9 -10 -11 -12 -13 14 -15 16 23 -18 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00068038071129163558 0.0017816825056731116 0.0014218061149884177 0.00023108505800693288 -0.00035365409157006876 0.00079154365714544312 0.0028413149176143532 -0.0010645162801353469 0.00071439372974700221 0.002177379294592515 -0.00020637563875533114 0.00091571768108301174 0.00073115394720933539 0.00077497683252045007 0.0013973504949132828 0.0021070765582793909 0.0021696818833994123 0.0012246611183625901 0.003185509653036401 0.00060747818794778825 0.00043736030117978979 0.001982374714052903 0.00068559675002331376 0.0029549815096317914 -0.00027618255856273538 0.0018979392666877029 0.001710960315305834 0.0014226224289979386 0.0024696950568924526 0.00043966410062410414 0.001576641226302813
leaf_weight=20 189 23 22 20 132 23 21 34 20 22 67 22 30 23 80 154 21 33 20 32 25 21 24 24 1448 31 138 61 21 320
leaf_count=20 189 23 22 20 132 23 21 34 20 22 67 22 30 23 80 154 21 33 20 32 25 21 24 24 1448 31 138 61 21 320
internal_value=0 0.0011598 0.00141049 0.000844476 0.000924887 0.00138078 0.000724473 3.51735e-05 0.00097389 0.000625806 0.00147913 0.00180684 0.00181678 0.00211933 0.00182641 0.00180186 0.00223437 0.00242202 0.00160051 0.00166876 0.001115 0.00180365 0.00191389 0.00181588 0.00178921 0.000843843 0.00181537 0.00184466 0.00182335 0.00183979
internal_weight=0 718 400 318 298 91 207 55 152 45 378 2403 2381 46 2361 2227 134 113 311 291 57 234 213 2197 2043 55 1988 1850 1789 1768
internal_count=3121 718 400 318 298 91 207 55 152 45 378 2403 2381 46 2361 2227 134 113 311 291 57 234 213 2197 2043 55 1988 1850 1789 1768
is_linear=0
shrinkage=0.00732449


Tree=2039
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 42 2 1 2 4 1 47 2 457 2 12 4 3 1 4 1 1 0 12 52 50 133
split_gain=231.42 35.3577 17.4055 16.8678 13.4045 10.9184 6.55809 6.22646 5.22897 5.14246 4.53713 5.86459 4.33391 3.35373 3.05803 2.94131 2.93789 2.90632 2.48335 2.37805 3.19151 2.21461 2.13329 2.04538 1.54425 2.12072 2.1468 1.52703 1.5875 1.46723
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13559000000000002 0.098630000000000009 0.13082500000000002 0.062655000000000016 -0.076394999999999977 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.17966999999999997 0.11690500000000002 0.10648500000000001 0.11704500000000001 0.080930000000000016 -0.0091949999999999983 0.087830000000000005 -0.50690499999999983 0.084940000000000015 0.16540500000000002 0.038415000000000012 0.13075500000000004 0.082005000000000008 -0.030209999999999997 0.091840000000000019 0.0031350000000000002 -0.099524999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 12 7 21 10 -4 16 18 17 -3 14 -14 -2 22 -12 19 -1 -21 -6 24 29 25 26 -7 28 -24 -5
right_child=1 4 8 23 6 9 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027845365313125402 0.0021256366691908453 0.0018237053421704616 0.0022791832894887829 0.0010436688673220167 0.00062512906590845197 0.0025923333632449333 0.0014212525615471614 0.0027328784279109729 0.0014414517069557941 0.0015612691278821889 0.0016868119248376677 0.0014152948387509256 0.0012135118426495814 0.00095786060585190038 0.001838010550059033 0.0015115169131056363 0.0016063323835235461 0.0022367804078221557 0.0022646224893277762 0.0023935816792628995 0.0019726887656239577 9.0368263254569659e-05 0.0021872223872197363 0.00083577609577737181 0.0024084020182891454 0.0017876911818859435 0.0021423728835370309 0.0021892328641663797 0.0017436358517469415 0.0015258938886769948
leaf_weight=32 124 23 21 22 118 28 22 76 76 41 23 23 129 113 20 20 24 274 650 754 42 20 25 24 70 30 143 54 62 38
leaf_count=32 124 23 21 22 118 28 22 76 76 41 23 23 129 113 20 20 24 274 650 754 42 20 25 24 70 30 143 54 62 38
internal_value=0 0.00125578 0.0022397 0.00173163 0.00101197 0.00226516 0.000667751 0.00231625 0.00162282 0.00206443 0.00229864 0.00213821 0.00120522 0.00115092 0.00129734 0.00204034 0.00211174 0.00219419 0.00233337 0.00238734 0.00237137 0.000547628 0.00214118 0.00120242 0.00221832 0.00215212 0.00221605 0.00199294 0.0018711 0.00134908
internal_weight=0 673 2448 228 445 2351 160 1874 97 477 1798 320 285 262 149 144 436 297 1478 828 796 138 412 84 271 201 171 141 87 60
internal_count=3121 673 2448 228 445 2351 160 1874 97 477 1798 320 285 262 149 144 436 297 1478 828 796 138 412 84 271 201 171 141 87 60
is_linear=0
shrinkage=0.00148603


Tree=2040
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 1 2 40 52 2 1 49 475 50 4 2 475 150 12 156 2 1 133
split_gain=205.87 34.498 17.4733 14.4899 12.0073 10.0252 9.20901 6.70746 6.46816 7.69584 5.73568 5.56575 3.76585 6.09462 2.88799 2.77126 2.71355 2.4273 2.40701 2.26184 2.03155 1.76051 2.01136 1.60096 1.58398 1.46363 1.41671 1.32167 1.29078 1.23678
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.14285500000000004 0.089625000000000024 0.090425000000000019 -0.077714999999999992 -0.52606999999999993 -0.0091949999999999983 0.11654500000000001 -0.054984999999999992 -0.066784999999999983 0.041865000000000006 -0.55119499999999988 0.089005000000000015 -0.088274999999999978 1.0000000180025095e-35 0.11734000000000001 1.0000000180025095e-35 0.31358000000000003 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 14 12 -8 -10 -4 19 21 16 -3 -2 -14 -11 -17 -7 27 -1 23 -23 25 26 -21 -6 29 -5
right_child=1 4 10 28 20 11 8 -9 9 17 -12 -13 13 -15 -16 18 -18 -19 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030341490842259963 0.0025948785745202839 0.0012382919960607704 0.0023305877972778391 0.0012695939836532574 0.00076901328662924576 0.0026362952591044257 0.0022369856532348975 0.0030255366471319649 0.0023419809279962272 0.0014802659807873024 0.0015061118482879671 0.0017119529762744197 0.0018837577474984032 0.0015809659553801955 0.00068292795792807557 0.0016582502914870764 0.002483876405500198 0.001111385554993891 0.0022590242019637492 0.0023220856932522132 0.0011570171789031722 0.0022423403628466479 0.00248200985018209 0.0026198712182740986 0.0018907149955117691 0.0020245878752441393 0.002653956840531135 0.00032343082345790428 0.0011341993335271534 0.0017465688842292855
leaf_weight=21 49 47 34 22 61 60 30 76 22 120 61 39 21 23 50 22 272 75 80 268 26 30 497 930 23 37 38 24 24 39
leaf_count=21 49 47 34 22 61 60 30 76 22 120 61 39 21 23 50 22 272 75 80 268 26 30 497 930 23 37 38 24 24 39
internal_value=0 0.0014824 0.00247742 0.00198144 0.00122356 0.00250493 0.00137199 0.00255749 0.00153692 0.00144014 0.00180119 0.00229357 0.00253766 0.00237828 0.000952022 0.00228048 0.00244086 0.00133839 0.00212945 0.00234682 0.000763555 0.00257174 0.00256507 0.00260807 0.00229936 0.00232676 0.0023633 0.000643202 0.00145021 0.00157455
internal_weight=0 691 2430 236 455 2335 344 1870 247 217 95 465 1794 316 97 151 293 195 102 426 111 1478 1457 960 366 343 306 85 85 61
internal_count=3121 691 2430 236 455 2335 344 1870 247 217 95 465 1794 316 97 151 293 195 102 426 111 1478 1457 960 366 343 306 85 85 61
is_linear=0
shrinkage=0.00160853


Tree=2041
num_leaves=31
num_cat=0
split_feature=1 4 155 4 2 2 150 16 0 12 11 3 401 160 1 13 11 3 0 457 44 49 15 133 0 13 1212 403 1213 1
split_gain=5.34695 1.22234 0.706608 0.591586 0.586612 0.55339 0.549979 0.66627 0.629352 0.510682 0.461176 0.449299 0.606615 0.704952 0.42379 0.417783 0.471921 0.627361 0.483844 0.451016 0.413703 0.448332 0.411573 0.397186 0.60946 0.394654 0.553656 0.691559 0.725027 0.527868
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 0.40124500000000002 0.25063000000000007 0.092120000000000021 0.087000000000000008 -0.065999999999999989 -0.026509999999999995 0.093965000000000007 0.080455000000000013 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 0.11669000000000002 0.10443000000000001 1.0000000180025095e-35 -0.098469999999999988 -0.14454499999999995 0.048635000000000005 0.087770000000000015 0.036705000000000008 0.024640000000000006 -0.14757499999999998 -0.082084999999999977 -0.092879999999999976 -0.009474999999999999 -0.0051499999999999992 -0.19298499999999996 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 11 10 8 14 20 -4 23 -3 13 -13 -8 16 17 -7 -19 -20 21 -2 -18 24 -1 29 27 -27 -29 -25
right_child=1 4 9 -5 -6 15 7 -9 -10 -11 -12 12 -14 -15 -16 -17 22 18 19 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.002196010409134321 0.0014683960941135671 0.0012674322258285132 0.0026637837512074117 0.00063633856607305764 -0.00016999985284274016 0.00045148404090728921 0.001813913530818308 0.00014511084833550858 0.00055720975857799276 0.0014783642145864682 0.0024186202401157686 0.001806217888099261 -0.00032308029274980059 0.00066780509723442846 0.00062409083582987731 0.0011258321005934945 0.0016599581364333689 0.00094880686586516815 0.0015641826988087614 0.0023752386719606685 0.0022288753326491994 0.00075229303709454739 0.0027636023941168268 0.0015302454395821716 0.0012312051531645878 0.0031596269111336082 0.0016563826612467345 0.0026312961825188876 0.0013580913275492931 0.00038738797852191578
leaf_weight=119 165 67 20 22 24 20 23 40 38 43 34 23 20 183 22 92 30 46 558 27 21 41 22 63 31 20 1217 28 42 20
leaf_count=119 165 67 20 22 24 20 23 40 38 43 34 23 20 183 22 92 30 46 558 27 21 41 22 63 31 20 1217 28 42 20
internal_value=0 0.00103745 0.00125717 0.00163672 0.000751191 0.00164601 0.00114961 0.000720641 0.00128721 0.00185469 0.00171258 0.000826647 0.000695972 0.000794909 0.00123222 0.00151421 0.00156503 0.00152015 0.00155403 0.00160162 0.00140941 0.00132587 0.00212688 0.00169699 0.00199662 0.00166466 0.00169069 0.00215454 0.00186737 0.00125486
internal_weight=0 730 413 2391 317 2369 350 85 265 63 1574 293 226 206 45 795 703 651 631 585 227 206 52 1540 150 1390 1307 90 70 83
internal_count=3121 730 413 2391 317 2369 350 85 265 63 1574 293 226 206 45 795 703 651 631 585 227 206 52 1540 150 1390 1307 90 70 83
is_linear=0
shrinkage=0.0061288


Tree=2042
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 47 1 16 1 2 16 2 1 47 2 4 0 3 3 16 1 3 13 2 52 49 43
split_gain=265.798 43.5042 23.6037 19.0113 14.1637 13.359 9.10853 7.99726 7.72251 6.53591 5.33312 4.47338 4.5818 4.18607 3.88375 3.40942 3.27687 2.86869 2.59387 2.68081 2.55328 3.40765 2.52825 2.3551 2.09671 2.03365 2.01683 1.87524 1.8707 1.8143
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.09580000000000001 0.11690500000000002 0.062655000000000016 0.13501500000000002 0.085505000000000012 0.09253500000000002 -0.52595999999999987 0.089625000000000024 0.08647500000000001 -0.042349999999999992 0.31358000000000003 0.122715 0.10648500000000001 -0.0091949999999999983 -0.013125 0.14486500000000005 0.0068900000000000012 0.11658 -0.45661999999999997 0.13075500000000004 0.31370500000000007 -0.0087749999999999981 0.089005000000000015 0.40674500000000008 -0.008624999999999999 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 16 11 10 14 -4 -6 26 17 -10 24 -2 20 -13 19 29 25 -22 -20 -5 -7 -3 27 -1 -24 -12
right_child=1 5 9 23 7 8 -8 -9 13 -11 18 12 -14 -15 -16 -17 -18 -19 22 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002451447408489764 0.0021841492080169494 0.0010859819914849354 0.0020635670026945248 0.0012489661550134489 0.0013362533776716265 0.00063964458573024022 0.0029593348582433857 0.0014484183131218812 0.00078380749320435667 0.001170965665821533 0.002421791221440742 0.0016822650645406678 0.0014772962362244295 0.0016201594458594695 -0.00018185922266080072 0.0015546404162798937 0.0018116601222015658 0.0022862336550107309 0.0024737755273559121 0.0018286940383585781 0.0017729187519005673 0.0010520834306573018 0.001520488806495563 0.00064084276456105908 0.00026700189591989209 0.00048186468251691845 0.0023022692613490045 0.0019773167209083246 0.002037512671018424 0.0021075707812554965
leaf_weight=948 115 40 34 60 21 126 71 48 49 63 189 23 23 24 24 29 20 266 33 31 27 51 21 24 60 24 404 23 183 67
leaf_count=948 115 40 34 60 21 126 71 48 49 63 189 23 23 24 24 29 20 266 33 31 27 51 21 24 60 24 404 23 183 67
internal_value=0 0.00111275 0.00227698 0.00169553 0.00230971 0.000814165 0.00238367 0.00209044 0.000599085 0.00148384 0.00214698 0.00235944 0.00218208 0.00105877 0.000439289 0.00205737 0.00118989 0.00223817 0.00217948 0.00228437 0.00110232 0.0013016 0.00205245 0.00107522 0.000519437 0.000859438 0.00239969 0.00244022 0.00198429 0.00233955
internal_weight=0 673 2448 228 2351 445 1758 593 283 97 545 1687 312 73 210 144 162 289 524 287 142 78 237 84 186 64 1375 971 204 256
internal_count=3121 673 2448 228 2351 445 1758 593 283 97 545 1687 312 73 210 144 162 289 524 287 142 78 237 84 186 64 1375 971 204 256
is_linear=0
shrinkage=0.0016407


Tree=2043
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 2 4 402 14 123 15 1 16 12 12 43 1 44 0 4 49 0 4 0 133 130 2 133 2 15
split_gain=5.41221 1.21237 0.92306 0.82902 0.694107 0.582129 0.539402 0.502205 0.480644 0.555519 0.500768 0.509438 0.462846 0.438768 0.817606 0.487818 0.441571 0.405513 0.65829 1.64128 0.801734 0.621154 0.582525 0.698805 0.557481 0.527088 0.563247 0.48766 0.386194 0.547138
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.13404500000000005 0.40124500000000002 0.086055000000000006 0.062655000000000016 1.0000000180025095e-35 0.094035000000000007 0.081315000000000012 0.13751500000000003 0.10589000000000003 0.11650500000000001 -0.072864999999999985 0.11103500000000001 0.081805000000000017 -0.11173999999999999 0.0033150000000000007 -0.007794999999999999 -0.15931499999999996 0.022185000000000003 -0.097734999999999989 0.11524500000000001 0.09567500000000001 0.11293500000000002 -1.0000000180025095e-35 0.13712500000000002 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 28 -4 6 8 13 9 17 11 -10 -7 15 -15 -2 -17 18 19 21 -21 -1 23 -20 25 26 -24 -22 29 -3
right_child=1 2 4 -5 -6 12 -8 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 22 20 27 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010175367679888046 0.0014865432206592345 0.0010331915921210099 -0.00082245245912929913 0.002537093826417995 0.00064833897486606064 0.00046425918791498773 0.00073938047451809071 0.00054058137208923068 0.0023140123329211293 0.0012630326457024083 0.0017278485370217321 0.0037506760548615009 0.0018673969027569834 0.0005570002922073166 0.0023067443453273686 0.0018457751712987864 0.0029452610024408082 0.0028050239302345567 0.0029096857574019948 0.0010281760232553356 0.0018561878366992687 -0.0005862361234712602 0.0016311885471350987 0.0019378744284356125 0.00060638634727904069 0.0006947596935177431 0.0027401436453304106 0.0031516707460250643 0.00056017175564934013 0.001966704916396984
leaf_weight=33 82 259 21 20 78 27 21 22 35 74 34 20 22 40 21 48 31 25 39 29 31 20 111 1760 28 23 30 29 71 37
leaf_count=33 82 259 21 20 78 27 21 22 35 74 34 20 22 40 21 48 31 25 39 29 31 20 111 1760 28 23 30 29 71 37
internal_value=0 0.00116245 0.000955098 0.00111338 0.000336353 0.00186887 0.00188507 0.00157546 0.00189544 0.0018748 0.00241293 0.00283644 0.00109424 0.00167801 0.00115937 0.00187451 0.00227722 0.00189578 0.00188513 0.00141276 0.00200851 0.000412339 0.00191882 0.00195894 0.00154284 0.00170272 0.00186714 0.00248234 0.0010358 0.00114988
internal_weight=0 730 486 387 99 2391 2342 244 2321 2232 89 55 49 222 61 161 79 2158 2133 142 89 53 1991 1799 192 164 141 60 367 296
internal_count=3121 730 486 387 99 2391 2342 244 2321 2232 89 55 49 222 61 161 79 2158 2133 142 89 53 1991 1799 192 164 141 60 367 296
is_linear=0
shrinkage=0.00718087


Tree=2044
num_leaves=31
num_cat=0
split_feature=1 2 150 12 30 3 12 130 34 14 160 52 49 2 2 42 12 0 44 0 4 0 49 133 49 4 1444 52 159 0
split_gain=4.43623 1.30961 0.671617 0.737414 0.66839 0.472362 0.70454 0.480922 0.565064 0.470681 0.432957 1.09789 0.572399 0.537742 0.425578 0.461547 0.410899 1.32934 0.4407 0.475535 1.05752 0.770611 0.667224 0.524794 0.465739 0.423193 0.481764 0.427224 0.403256 0.388141
threshold=0.12000500000000001 0.10252500000000002 1.0000000180025095e-35 0.087995000000000004 0.086065000000000016 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 -0.021334999999999996 0.076175000000000007 -0.020569999999999995 -0.067494999999999986 0.13984500000000002 0.11682500000000001 0.14445500000000003 0.093175000000000022 -0.083994999999999986 -0.071924999999999989 1.0000000180025095e-35 -0.11013499999999998 0.0033150000000000007 -0.15599999999999997 -0.007794999999999999 -1.0000000180025095e-35 -0.15302999999999997 0.04735000000000001 -0.084274999999999989 -0.56176499999999996 0.093660000000000007 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 9 7 -7 -2 -9 16 11 -3 -12 -13 15 -10 17 -1 19 20 21 -18 -22 -24 -21 26 -26 -28 -8 -29
right_child=5 2 3 -5 -6 6 28 8 14 -11 12 13 -14 -15 -16 -17 18 -19 -20 24 22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.0017981488156931936 8.7097539090922953e-05 -0.00042496568086269903 0.00054042489355949773 0.0020679498875155926 0.00062821587967408835 0.001151206863977105 -0.00056182728830239475 0.00024121609811341216 0.0017946469603507902 0.0022461830650123407 0.0016364564519852944 0.0018449807457413055 0.00062074146856644689 0.00077010422775137513 0.00059211128192652453 0.00092612069017258076 0.00120102191646641 -0.00030164147012821913 0.0027584453493133252 0.0027579712150099626 0.0010533888766378597 -0.00053896131849127721 0.0016603470354257929 0.0032473757780530233 0.00067953787905970038 0.001333367594514166 0.0027056550123914285 0.0019147256350759026 0.00066700572429073571 0.0016799650431206588
leaf_weight=53 31 21 88 20 29 34 40 37 74 86 371 56 31 42 42 55 35 22 21 23 31 21 22 21 21 129 25 550 21 1069
leaf_count=53 31 21 88 20 29 34 40 37 74 86 371 56 31 42 42 55 35 22 21 23 31 21 22 21 21 129 25 550 21 1069
internal_value=0 0.00162699 0.00133867 0.0008233 0.00171103 0.000751225 0.000322895 0.000921482 0.00104584 0.00172578 0.0014455 0.00106503 0.00155813 0.00138432 0.00121994 0.00142435 0.00170388 0.00118221 0.00172376 0.0017126 0.00129304 0.000548528 0.00185645 0.00243541 0.00174261 0.0017296 0.0017603 0.0017741 -0.000138786 0.00175972
internal_weight=0 2787 629 108 2158 334 95 239 208 2129 521 119 402 98 171 129 2043 75 1968 1947 130 56 74 43 1817 1794 1665 1644 61 1619
internal_count=3121 2787 629 108 2158 334 95 239 208 2129 521 119 402 98 171 129 2043 75 1968 1947 130 56 74 43 1817 1794 1665 1644 61 1619
is_linear=0
shrinkage=0.00718087


Tree=2045
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 2 1 1 2 2 16 2 150 1 159 1 4 2 481 2 2 0 52 15 160 3 49
split_gain=240.08 39.4728 21.0117 16.1316 14.0979 11.6108 7.60277 6.20531 6.11915 5.97537 4.61873 5.07508 3.70782 3.35323 2.97377 2.76927 2.56239 2.42709 2.29709 2.12894 2.02392 1.73376 1.62452 1.93933 2.63253 1.5893 1.56447 1.72418 1.87262 1.51611
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.085505000000000012 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.14960000000000004 -0.042349999999999992 -0.0091949999999999983 1.0000000180025095e-35 0.122715 0.082585000000000006 0.13075500000000004 0.053180000000000012 0.089005000000000015 -0.0066299999999999996 0.11144000000000001 -1.0000000180025095e-35 -0.14649999999999996 0.40674500000000008 1.0000000180025095e-35 -0.077459999999999987 -0.010424999999999999 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 17 6 10 12 15 -4 20 14 26 -9 -12 19 -2 22 -5 -7 25 -22 23 -3 -25 -1 27 -6 -29 -11
right_child=1 4 9 18 7 8 -8 13 -10 29 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0074862067096034242 0.0072067566349881106 0.0061270116897422285 0.0071174033277251122 0.0063296695977602341 0.0058803342028937496 0.0072880552473437599 0.0079407350895866254 0.0058149764333069957 0.0064831382878922242 0.0064740151267237232 0.0066738951634722583 0.0064311326893693715 0.0051619087834655015 0.0065937626739899727 0.0073129256727509275 0.0066724379673051655 0.0066389705319488731 0.005896321634430963 0.0057048195787796196 0.0070144370178661731 0.007617452390715599 0.0073061645837487529 0.0061669624505537556 0.0064184445233501008 0.0072234502529787258 0.0070320836622978734 0.0060461000579153743 0.00584715063064051 0.0052742842772842413 0.0059427316298064307
leaf_weight=948 115 21 34 60 36 290 76 49 41 34 23 23 67 24 274 30 29 38 24 116 59 448 54 29 20 23 24 23 60 29
leaf_count=948 115 21 34 60 36 290 76 49 41 34 23 23 67 24 274 30 29 38 24 116 59 448 54 29 20 23 24 23 60 29
internal_value=0 0.00616809 0.00731926 0.00674563 0.00587218 0.00735138 0.0074119 0.0056423 0.00711361 0.0065407 0.00738955 0.00720362 0.00549328 0.00607102 0.00726344 0.0071729 0.00709241 0.00627375 0.00615114 0.00720988 0.00742981 0.00734239 0.00638941 0.00656102 0.00674702 0.00747545 0.00564853 0.00556835 0.00543303 0.00622946
internal_weight=0 673 2448 228 445 2351 1874 283 477 97 1798 320 210 73 297 436 144 162 84 406 1478 507 124 70 49 971 143 119 83 63
internal_count=3121 673 2448 228 445 2351 1874 283 477 97 1798 320 210 73 297 436 144 162 84 406 1478 507 124 70 49 971 143 119 83 63
is_linear=0
shrinkage=0.00170698


Tree=2046
num_leaves=31
num_cat=0
split_feature=1 2 97 150 12 4 0 13 2 51 52 49 1 14 12 15 44 11 4 4 48 3 3 2 3 131 2 1 41 11
split_gain=4.47011 1.29276 0.661549 0.635282 0.645999 0.485976 0.468632 0.457029 0.4641 0.430326 0.474467 0.865135 0.531307 0.428644 0.407924 0.401359 0.395079 0.594274 0.395596 1.67655 1.21907 0.616266 0.555565 0.533052 0.391498 0.541386 0.387964 0.37791 0.364454 1.02979
threshold=0.12000500000000001 0.10252500000000002 -0.083924999999999986 1.0000000180025095e-35 0.087995000000000004 0.40124500000000002 0.024095000000000002 -0.08971999999999998 0.15109000000000003 -0.064959999999999976 -0.046924999999999988 0.14233500000000002 0.13756000000000004 0.076175000000000007 0.11734000000000001 -0.013969999999999998 1.0000000180025095e-35 0.08776500000000001 -0.17966999999999997 -0.14098499999999997 0.092065000000000022 0.090900000000000009 -0.10831999999999999 0.090425000000000019 -0.0096849999999999974 0.095715000000000008 -0.090999999999999984 0.10538500000000002 0.079395000000000007 0.076920000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 9 24 -3 14 -2 12 -12 -11 16 15 27 17 18 20 -20 22 26 -4 -23 -7 -26 -21 -9 29 -15
right_child=5 3 13 4 -6 6 -8 8 -10 10 11 -13 -14 28 -16 -17 -18 -19 19 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010887568198020281 0.0021028465020001778 0.0013261978078079222 0.0040759218091192071 0.00095658477387710174 0.0024440578345626203 0.0015682455002407275 5.7351679683292921e-06 0.0020668686678901988 0.00089513112180897726 0.0014254071884573444 0.0021568059072193391 0.00030159693553325677 -0.00021652078741285884 0.0021232004320813486 0.0013356825054879659 0.002372307915254797 0.0031525170331518672 0.00087223829358330362 -4.0643235236587625e-05 0.0013870431103177316 0.00097616306984134261 0.000359416582244455 0.0026467027131950472 0.0020108769854907992 0.00049859167616045374 0.0018711610866711009 0.0021703579317563057 0.0013629446105903758 0.0019376181613689856 0.0041112809468319429
leaf_weight=33 41 76 20 88 20 52 29 160 22 22 47 20 22 33 45 160 21 21 20 36 21 20 63 24 81 20 1794 58 26 26
leaf_count=33 41 76 20 88 20 52 29 160 22 22 47 20 22 33 45 160 21 21 20 36 21 20 63 24 81 20 1794 58 26 26
internal_value=0 0.00205156 0.00213843 0.00175353 0.00123204 0.00113694 0.000876507 0.00186163 0.00195307 0.00144878 0.00120718 0.00160301 0.000604443 0.00215473 0.0020081 0.00208815 0.00213307 0.00212247 0.00213561 0.00211098 0.00258423 0.00213394 0.00299109 0.00126021 0.00104155 0.000770388 0.00215495 0.00187959 0.00267455 0.0029993
internal_weight=0 2787 2158 629 108 334 182 521 445 152 111 67 44 2125 423 378 2040 2019 1998 1894 104 1874 83 44 153 101 1830 218 85 59
internal_count=3121 2787 2158 629 108 334 182 521 445 152 111 67 44 2125 423 378 2040 2019 1998 1894 104 1874 83 44 153 101 1830 218 85 59
is_linear=0
shrinkage=0.00747098


Tree=2047
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 1 4 150 4 12 4 1 0 15 1 1 15 50 12 40 14 2 13
split_gain=150.781 23.3793 12.1529 10.3332 8.60978 7.93329 5.96904 4.89491 4.69729 4.45163 4.04738 3.48437 4.42735 3.18438 2.4393 2.40984 2.1797 2.6099 2.13206 2.10527 2.29448 2.04398 1.98496 1.95583 1.75344 1.53898 1.53786 1.44549 2.60766 1.4399
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.092845000000000025 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 -0.15464999999999998 0.087765000000000024 -0.52556499999999995 0.089770000000000016 -0.15202999999999997 -0.03241999999999999 0.122715 0.13436000000000001 -0.095869999999999983 0.041865000000000006 0.095780000000000018 -0.077714999999999992 -0.41076499999999994 0.12198500000000001 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 21 6 7 26 11 -8 -4 14 12 19 16 25 -10 17 -13 -19 -1 -21 -2 -17 -14 29 -7 -3 -5 -29 -6
right_child=1 4 9 27 24 10 8 -9 15 -11 -12 13 23 -15 -16 22 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024956320535351158 0.0019321165199252567 0.00091091110315862165 0.0018953074061517179 0.0014501716727789455 0.000722964147212728 0.0020336229779888584 0.0016041400501675574 0.0024858641735385823 0.0015977659683613793 0.0011717094084620426 0.001336894921836545 0.0027437126587106153 0.0018541774925023634 0.0018300381283673144 0.0014143934184872376 0.0010706471801179987 0.0020509735525722959 0.0021741142084600517 0.0016956618864915794 0.0021826549733002208 0.0015430253533619852 0.001444700793778779 0.00058740647003471412 0.0012632937123840734 0.0008879504729836274 0.0018227559576597381 0.00049523168355257625 0.0012156067590186207 0.00049002815933102753 0.00022364796567333125
leaf_weight=23 115 46 37 24 22 181 54 79 20 60 39 21 25 118 27 150 818 702 26 36 26 29 27 38 23 192 50 40 20 53
leaf_count=23 115 46 37 24 22 181 54 79 20 60 39 21 25 118 27 150 818 702 26 36 26 29 27 38 23 192 50 40 20 53
internal_value=0 0.00113997 0.00201684 0.00156719 0.000921081 0.00204032 0.00104236 0.00208599 0.00117544 0.00144772 0.00184142 0.00206875 0.00182739 0.00208996 0.00189061 0.00105793 0.00210953 0.00217348 0.00215703 0.00207169 0.00191442 0.00183396 0.000996932 0.00149777 0.000491647 0.00192508 0.000694411 0.00110987 0.000973747 0.000370114
internal_weight=0 673 2448 228 445 2351 347 1912 251 97 439 1833 148 1685 400 197 1567 749 728 85 62 144 177 63 98 373 96 84 60 75
internal_count=3121 673 2448 228 445 2351 347 1912 251 97 439 1833 148 1685 400 197 1567 749 728 85 62 144 177 63 98 373 96 84 60 75
is_linear=0
shrinkage=0.0016407


Tree=2048
num_leaves=31
num_cat=0
split_feature=1 3 4 123 3 2 3 14 4 2 1 1 47 4 52 4 1 52 49 13 1 2 13 16 2 15 1 15 1 0
split_gain=181.268 29.5979 14.4088 14.2297 11.4612 9.62879 7.23136 6.62996 6.21865 4.44783 4.42484 4.35578 4.43835 4.01018 3.06941 2.92336 2.55797 2.01768 1.99176 1.70801 1.69924 1.57969 1.50176 1.48866 1.42984 1.37128 1.33608 2.61393 1.63707 1.43408
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.31370500000000007 0.13501500000000002 0.088060000000000013 0.062655000000000016 0.27834500000000006 0.092120000000000021 0.09253500000000002 0.12765500000000005 0.10254000000000001 -0.029144999999999997 0.056145000000000007 0.056795000000000005 0.087135000000000004 -0.56176499999999996 -0.054984999999999992 -0.0072999999999999992 0.13604000000000002 0.086000000000000007 -0.47860499999999995 0.11346000000000002 0.11411 -0.41942499999999994 0.089770000000000016 -0.0040799999999999994 1.0000000180025095e-35 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 5 6 7 11 8 9 16 -5 12 19 -8 20 -15 -1 -11 -2 -3 -6 -18 -22 -7 -4 -26 28 -28 29 -19
right_child=1 4 24 10 14 23 13 -9 -10 17 -12 -13 -14 15 -16 -17 21 26 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0020493068513449762 0.0013570986046076163 0.00094526284099430099 0.0012344235790674534 0.001792445157831899 0.00048607311315575891 0.0010201697618576521 0.0017014076992953704 0.0023966133598075489 0.0011361845723264134 0.0022108974856196372 0.0010964057711730754 0.00049946035611401292 0.001613530469625166 0.00061883200892223712 0.00074813605837405932 0.0012137915220055803 0.0019319115754824149 0.0018665267635438424 0.0018427526845789938 0.00050706523467846428 0.00027838880579223303 0.0015514975575530506 -0.00028662431393316031 0.0015666171365095428 0.0010465914506801049 0.00055248664585278372 0.0012417862906214919 0.001935571260301644 0.0022476586829052853 0.0015847211266032221
leaf_weight=1080 24 73 31 34 26 26 31 84 22 37 61 90 20 26 32 82 383 529 127 30 22 28 23 22 29 25 25 27 25 47
leaf_count=1080 24 73 31 34 26 26 31 84 22 37 61 90 20 26 32 82 383 529 127 30 22 28 23 22 29 25 25 27 25 47
internal_value=0 0.00103465 0.00147894 0.00193206 0.000804204 0.00195593 0.000936939 0.00197031 0.00195406 0.00196231 0.00134551 0.000757926 0.000947047 0.00121125 0.000350587 0.00107056 0.0020098 0.00185967 0.00176556 0.000817632 0.00017141 0.001906 -1.03957e-05 0.00127062 0.00096977 0.000817839 0.00183977 0.00160202 0.00186034 0.00184353
internal_weight=0 691 236 2430 455 2335 352 2287 2203 2181 95 213 123 139 103 108 1491 690 151 103 71 411 45 48 85 54 653 52 601 576
internal_count=3121 691 236 2430 455 2335 352 2287 2203 2181 95 213 123 139 103 108 1491 690 151 103 71 411 45 48 85 54 653 52 601 576
is_linear=0
shrinkage=0.00154607


Tree=2049
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 14 48 2 1 1429 159 4 15 1 1 0 106 2 132 50 51 1 51 3 47
split_gain=169.146 28.8768 17.1451 15.3456 12.0221 9.24116 5.94549 5.68637 5.45903 4.50551 4.10556 3.45802 2.98821 1.99464 2.29209 1.76507 1.82924 2.00267 3.72619 1.73534 2.28362 1.59138 1.5095 1.55361 1.474 3.46988 1.43349 1.36784 1.27044 1.33616
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.062655000000000016 -0.015314999999999997 -0.090999999999999984 0.080270000000000022 0.084690000000000015 0.0089800000000000019 -0.013125 -0.21699999999999997 0.086455000000000018 0.085110000000000005 -0.07384499999999998 0.087690000000000004 0.14122000000000004 0.08696000000000001 0.083090000000000011 0.0053700000000000006 0.16540500000000002 0.11144500000000002 0.30112000000000005 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 -6 26 11 -5 12 -7 -1 27 24 16 -13 -18 -19 20 -17 22 23 28 25 -15 -4 -14 29 -3
right_child=1 2 7 9 6 8 -8 -9 -10 -11 -12 15 13 14 -16 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016207127964473567 0.0021454763435588397 0.001243360665019416 0.0007392610110691526 0.001947066622806525 0.0019382183780944919 0.001516976685179483 0.0012334038594803353 0.0014329417077821585 0.0014540033075376498 0.0012758299046400352 0.0025545512097584818 0.0020727183060498941 0.0022214120183769335 0.0021026937691119947 0.0016037685529534877 0.002283910199268391 0.0022901004304680616 0.0019199999540557202 0.0012492722617373504 0.0025783657163601682 0.0017788933325994015 0.00075778347782999903 0.00086926607415185289 0.00083803339328031821 0.0021957557484139959 0.0015690853257075402 0.00033306803302691129 0.0018991351820267345 0.00103056046007714 0.001549115452478209
leaf_weight=22 71 127 150 34 82 30 39 26 41 63 62 336 951 204 20 58 27 214 20 22 30 21 30 21 253 31 22 30 42 42
leaf_count=22 71 127 150 34 82 30 39 26 41 63 62 336 951 204 20 58 27 214 20 22 30 21 30 21 253 31 22 30 42 42
internal_value=0 0.00124916 0.00114344 0.00209034 0.00131901 0.00211424 0.00171105 0.000785218 0.00198176 0.00151111 0.00217976 0.00201112 0.00216438 0.00217242 0.00209684 0.00203209 0.00200022 0.00190689 0.00186267 0.00220507 0.00211175 0.00115139 0.00118294 0.0012235 0.00211704 0.0020323 0.000687306 0.00221156 0.00126186 0.00131935
internal_weight=0 673 602 2448 404 2351 121 198 778 97 1573 737 1511 1489 508 707 597 261 234 110 88 283 262 232 488 235 172 981 211 169
internal_count=3121 673 602 2448 404 2351 121 198 778 97 1573 737 1511 1489 508 707 597 261 234 110 88 283 262 232 488 235 172 981 211 169
is_linear=0
shrinkage=0.00148603


Tree=2050
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 1 159 1 14 4 1 1 52 13 2 14 2 150 43 43 49 133 484 0 39 3 16
split_gain=204.549 24.8497 20.7901 18.6875 13.4199 9.43714 7.79643 6.4471 5.7419 5.63417 3.7418 2.95233 2.9105 4.94832 2.46213 2.31021 2.28991 2.26851 1.97754 1.9752 2.10371 1.88442 1.60767 1.49745 1.4811 1.45251 1.39976 1.3575 1.33685 1.26668
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.089885000000000007 0.09253500000000002 0.082585000000000006 0.090540000000000023 0.062655000000000016 -0.013514999999999998 0.093100000000000002 0.16540500000000002 -0.52606999999999993 -0.16152999999999998 -1.0000000180025095e-35 -0.41076499999999994 0.14285500000000004 1.0000000180025095e-35 0.064745000000000011 -0.013199999999999998 -0.054319999999999993 -1.0000000180025095e-35 0.084040000000000017 -0.050684999999999994 0.088025000000000006 0.13524500000000003 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 7 18 10 -4 19 11 -1 16 25 -8 -2 -9 -12 -3 20 22 -18 -5 -10 -23 29 -17 -20 -24 -14
right_child=1 6 8 9 -6 -7 14 12 23 -11 17 -13 13 -15 -16 26 21 -19 27 -21 -22 24 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0068522753195998862 0.0068919141499724978 0.0058661927577450873 0.0065721716202172525 0.0057310724941639123 0.0058633383145335217 0.0059850039977339189 0.0051403641092545756 0.0062196150066464208 0.0059942548523365139 0.0052468331923265221 0.0061757417618368542 0.0072216874890184968 0.0067775937646665048 0.0059288837668697849 0.0045467682586288688 0.0064782847871270501 0.0068010515648895976 0.0067046568371041254 0.0055775012174193077 0.0054043323543646092 0.0056391944179604693 0.0066927430395461217 0.0065275222145266404 0.0055452833666914045 0.0061896139894167543 0.006885860886598337 0.0059987557605122033 0.0051345062973376168 0.0060057665474311812 0.0065246460370883552
leaf_weight=1092 28 45 34 22 45 41 130 21 40 58 23 59 63 30 21 63 425 239 63 22 41 41 24 37 24 43 21 25 27 274
leaf_count=1092 28 45 34 22 45 41 130 21 40 58 23 59 63 30 21 63 425 239 63 22 41 41 24 37 24 43 21 25 27 274
internal_value=0 0.0056506 0.00670232 0.00596862 0.00673354 0.00675003 0.00530793 0.00676347 0.00602162 0.00566659 0.00683172 0.00687121 0.00665875 0.0065578 0.00505781 0.00649178 0.00673975 0.00665823 0.00559191 0.0058456 0.00593076 0.00676204 0.00609452 0.00577852 0.00650697 0.00660746 0.0063584 0.00545165 0.0062513 0.00657193
internal_weight=0 590 2531 306 2420 2375 284 2334 111 194 1413 1151 921 410 151 112 511 262 133 136 114 490 73 77 65 380 84 88 51 337
internal_count=3121 590 2531 306 2420 2375 284 2334 111 194 1413 1151 921 410 151 112 511 262 133 136 114 490 73 77 65 380 84 88 51 337
is_linear=0
shrinkage=0.00160853


Tree=2051
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 1 2 50 14 2 4 1 0 51 0 49 15 31 4 0 13 15 3 13 4 475 52
split_gain=225.71 37.4047 21.9564 17.3861 13.5872 10.0879 7.93901 6.63838 5.85238 5.71156 4.38968 4.37825 4.29632 3.53102 3.48364 3.26248 3.19315 3.02493 2.89254 2.80006 1.88431 1.87449 1.95207 1.85449 1.76448 1.66915 1.63928 1.61141 1.54299 1.5567
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.13501500000000002 0.092845000000000025 -1.0000000180025095e-35 0.041865000000000006 0.062655000000000016 0.10467500000000002 -0.15464999999999998 0.085760000000000017 -0.097274999999999986 -0.085989999999999997 -0.23091999999999999 -0.054984999999999992 -0.097454999999999986 -0.084119999999999986 -0.013125 0.18019500000000002 -0.078279999999999975 -0.081924999999999984 -0.14186499999999996 0.049530000000000012 -0.0070899999999999991 -0.088274999999999978 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 11 18 17 -5 20 24 14 -11 -14 28 19 -15 -7 -6 -16 -3 22 25 -23 -4 -19 -17 -20 -1 -30
right_child=1 2 10 8 6 7 -8 -9 -10 12 -12 -13 13 16 15 26 -18 21 27 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00184274663861293 0.0020544271086045474 0.00098755649418397055 0.00036839238445695677 0.0018720442692436196 0.001256888518334307 0.0014034452227311368 0.00098860803704250988 0.0013903185174189263 0.0011156631112479631 0.001621400381786579 0.00090558495923243802 0.0025176799097571191 0.0015895007833820086 0.00037129880507062469 0.0020320772782258679 0.0020900294011854592 0.00099667931934750036 0.0022807352604056557 0.0022420563769340891 0.0014035224496684498 0.00052331200750391075 0.0020472747922501439 0.0015869167821928947 0.0018113099323723268 -9.3800762909940682e-05 0.0020209574195446177 0.0017760139314347886 0.0017485132653020912 0.0021840192568249408 0.0018007395525988065
leaf_weight=32 76 26 76 37 20 21 45 48 58 27 30 62 20 20 29 351 183 65 21 34 75 111 20 218 24 342 41 48 937 24
leaf_count=32 76 26 76 37 20 21 45 48 58 27 30 62 20 20 29 351 183 65 21 34 75 111 20 218 24 342 41 48 937 24
internal_value=0 0.00107091 0.000949369 0.00203343 0.00109474 0.00205878 0.00149729 0.00192664 0.00141025 0.000941057 0.000407032 0.00213098 0.00106154 0.000993759 0.00211442 0.00200674 0.000935065 0.00195977 0.00175449 0.00169286 0.00064282 0.00197522 0.00204017 0.00189092 0.000257466 0.00206245 0.00205719 0.00189872 0.00216376 0.00217445
internal_weight=0 691 615 2430 485 2335 134 825 95 351 130 1510 250 223 1448 455 203 777 89 63 101 756 427 329 100 407 392 69 993 961
internal_count=3121 691 615 2430 485 2335 134 825 95 351 130 1510 250 223 1448 455 203 777 89 63 101 756 427 329 100 407 392 69 993 961
is_linear=0
shrinkage=0.00148603


Tree=2052
num_leaves=31
num_cat=0
split_feature=1 4 1 150 4 0 2 2 1 1210 1 1 0 16 4 2 47 11 43 0 52 483 50 16 133 150 52 474 16 14
split_gain=8.16304 1.32134 1.12166 0.828888 0.806079 0.921484 0.867043 0.794434 1.18689 0.776075 0.62614 0.619755 0.562818 0.637235 0.701696 0.541264 0.57606 0.514819 0.513448 0.511999 0.7197 0.663353 0.605272 0.541647 0.541059 0.460698 0.456101 0.633316 0.621073 0.452232
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 0.084680000000000019 -0.17966999999999997 -0.066089999999999996 0.09358000000000001 0.089005000000000015 0.08864000000000001 -0.15347999999999998 0.085345000000000018 0.15471500000000002 0.041630000000000007 0.023255000000000001 -0.46376499999999993 1.0000000180025095e-35 0.11518500000000002 1.0000000180025095e-35 -0.041049999999999996 -0.085669999999999982 0.11277500000000001 0.10045000000000003 0.10803500000000001 -0.065229999999999996 0.11269500000000002 -0.047864999999999991 -0.023194999999999997 0.085860000000000006 -0.0057949999999999989 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 -4 6 -6 9 10 -1 12 29 17 -14 -15 16 -2 25 -7 21 -21 22 24 -24 26 -9 27 -11 -28 -3
right_child=1 11 4 -5 5 18 -8 8 -10 19 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0038871480420078429 0.0028847628647793561 0.0019690126348112106 0.0028047167680620923 0.0014129402610248507 0.0024652593219627729 0.0018343315714997117 0.0018104020029725645 0.0034346565380089342 0.0010495929773374035 0.0027576902899411645 0.0035454796558070075 0.0005186058993062227 0.0010782209801768737 0.0029126917625551577 0.0014219790388956641 0.0017997973792346015 0.0019395847633130179 0.0035406708712471427 0.00049769427596051434 0.002585809845748771 0.001474675145945281 0.0039762520189063908 0.0026710486169748797 0.0013274666072485941 0.0019441601993553082 0.0024583464500197065 0.0029508278836386306 0.0015083278926427174 0.0041328915642867411 0.0012929149751444073
leaf_weight=23 65 54 91 82 250 31 130 21 25 121 23 35 25 34 22 85 47 20 20 478 26 20 30 22 27 774 314 20 20 186
leaf_count=23 65 54 91 82 250 31 130 21 25 121 23 35 25 34 22 85 47 20 20 478 26 20 30 22 27 774 314 20 20 186
internal_value=0 0.00164707 0.00251759 0.00196242 0.0022485 0.00213106 0.00224123 0.00258628 0.00244784 0.00270498 0.00248587 0.00132713 0.00245867 0.00194161 0.00232705 0.00219113 0.00248813 0.00251006 0.00131016 0.00267976 0.00252849 0.00281257 0.00277056 0.00210261 0.00283976 0.00248414 0.00289066 0.00258048 0.00302161 0.00144504
internal_weight=0 554 2567 279 522 431 380 2045 944 1101 919 275 896 81 56 197 112 815 51 1078 504 574 554 52 502 795 475 141 334 240
internal_count=3121 554 2567 279 522 431 380 2045 944 1101 919 275 896 81 56 197 112 815 51 1078 504 574 554 52 502 795 475 141 334 240
is_linear=0
shrinkage=0.00650394


Tree=2053
num_leaves=31
num_cat=0
split_feature=1 3 3 0 0 39 52 12 2 44 4 48 0 0 52 49 15 16 15 4 124 97 2 10 484 43 3 4 0 0
split_gain=6.61206 1.09672 0.959157 0.821038 0.739195 0.720914 0.73292 0.712379 0.662787 0.53122 0.58852 0.535236 0.603025 0.525136 0.476111 0.517481 0.465892 0.438753 0.686119 0.418907 0.418412 0.443947 0.708452 0.680134 0.586177 0.556087 0.575649 0.872275 0.410655 0.409238
threshold=0.10920500000000001 -0.049509999999999992 0.11924500000000002 -0.10836499999999999 0.034820000000000011 0.056590000000000008 -0.087769999999999987 0.097825000000000009 0.11093500000000002 0.081805000000000017 0.042705000000000007 -1.0000000180025095e-35 -0.14723999999999998 0.041630000000000007 1.0000000180025095e-35 0.036705000000000008 -0.41942499999999994 -0.12029499999999999 -0.064294999999999977 0.27834500000000006 0.091025000000000009 -0.0047149999999999996 1.0000000180025095e-35 0.09216000000000002 -0.065594999999999987 -0.078654999999999989 0.149315 0.04735000000000001 -0.11173999999999999 -0.094654999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 -4 7 9 -7 20 -2 10 -1 -12 -13 14 15 -8 -10 -14 -19 -18 21 -3 23 -23 -24 -26 27 -27 -28 -29
right_child=1 4 3 -5 -6 6 13 -9 16 -11 11 12 17 -15 -16 -17 19 18 -20 -21 -22 22 24 -25 25 26 28 29 -30 -31
leaf_value=0.0026896714178508141 0.002560227111241761 0.00087853450444460874 0.00039560544098171305 0.0024090351898921158 0.00028062812750652649 0.0030275715781387181 0.002149758496417182 0.00039889392829742725 0.0023636513986818211 0.0036970456975857222 0.0012691379533237707 0.0036191038963981335 0.0026377843091907431 0.00074382588265165547 0.002877106611552163 0.00075629270130215046 0.001898733856760445 0.0023426434440876652 0.0011141012605503547 0.0004567279146351437 0.00071412485980340773 0.00372778049919723 0.00045370516994679995 0.0017793951476293408 0.00072508709874914939 0.0037019132925854106 0.0019181714800054906 0.0024501944450559718 0.0009056583680416301 0.0012472416795661205
leaf_weight=2022 106 30 20 26 27 39 51 27 30 27 24 22 132 20 29 21 22 100 34 23 24 20 20 20 24 21 59 38 36 27
leaf_count=2022 106 30 20 26 27 39 51 27 30 27 24 22 132 20 29 21 22 100 34 23 24 20 20 20 24 21 59 38 36 27
internal_value=0 0.00170276 0.00260273 0.00153363 0.00147121 0.00262224 0.00213692 0.00156411 0.00217995 0.00265512 0.00264307 0.00234106 0.00243039 0.00184985 0.00206887 0.00174333 0.00164249 0.00233207 0.00203092 0.00116171 0.00166274 0.00173991 0.00183743 0.00275359 0.00167456 0.00179366 0.00193535 0.00237818 0.00153448 0.00195051
internal_weight=0 554 2567 46 373 2521 160 346 181 2361 2334 312 288 121 101 72 75 266 134 45 319 295 265 40 225 205 181 86 95 65
internal_count=3121 554 2567 46 373 2521 160 346 181 2361 2334 312 288 121 101 72 75 266 134 45 319 295 265 40 225 205 181 86 95 65
is_linear=0
shrinkage=0.00747098


Tree=2054
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 12 4 47 2 4 3 52 1 3 12 2 43 2 0 15 14 15 124 47 16 2 13 16 52
split_gain=142.211 18.4321 15.555 13.5869 8.02719 5.29748 5.0407 4.41027 4.2567 4.06221 3.37203 2.81616 2.698 2.45245 2.37213 2.12416 2.06236 2.05603 2.40714 2.05457 1.80216 1.72944 1.67166 1.53518 1.52988 1.87962 1.85727 1.52815 2.5342 1.51056
threshold=0.10752500000000002 0.13559000000000002 -0.065819999999999976 0.085055000000000006 0.093575000000000019 0.40124500000000002 0.051320000000000005 -0.17966999999999997 0.13082500000000002 0.13093500000000002 0.053180000000000012 -0.14186499999999996 0.092965000000000006 0.10337500000000001 0.11296500000000002 0.093965000000000007 0.088850000000000012 -0.025214999999999998 0.11177500000000001 -0.09595999999999999 1.0000000180025095e-35 0.062655000000000016 -0.0088349999999999974 -0.072314999999999977 0.077555000000000013 -0.013024999999999998 0.098630000000000009 -0.0075049999999999987 -0.50690499999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 17 9 15 -1 -6 -3 14 11 20 13 23 21 -5 -13 -2 -19 -18 -8 24 27 -9 25 -4 -27 -20 -29 -12
right_child=1 8 4 5 7 -7 10 12 -10 -11 29 16 -14 -15 -16 -17 19 18 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013318542607361472 0.0008085474661931576 0.0005060130373663273 0.0015830159673704935 0.0020521183558430797 0.001813896786653421 0.0010247853476630393 0.0019025256615515982 0.0010655230644272785 0.0011421603446011186 0.0012456973533991466 0.0015543533641346292 0.0018806645655904655 0.0016620659072378887 0.00086332937748586215 0.0012607399523239277 0.0015613024400493675 0.0013112148037188432 0.0014287420636211415 0.00084996243692695209 0.0017873777996231068 0.0022163489608186221 0.0021604890895539188 0.00058841626492675938 0.0014881107544591908 0.0020150107493339584 0.0019714292990956153 0.0015088272669674509 0.00081850678963846409 0.0014836836975903708 0.0018071475939009259
leaf_weight=42 116 158 137 24 29 36 83 36 26 41 115 1080 22 51 21 85 20 31 43 502 73 22 20 37 36 70 25 20 31 89
leaf_count=42 116 158 137 24 29 36 83 36 26 41 115 1080 22 51 21 85 20 31 43 502 73 22 20 37 36 70 25 20 31 89
internal_value=0 0.000978413 0.00177268 0.00115177 0.00154996 0.00150934 0.00183125 0.00129496 0.000595903 0.00167674 0.00184194 0.00186252 0.00119188 0.00110846 0.00173357 0.00166937 0.00184432 0.000953117 0.00106877 0.00176913 0.00204938 0.00176781 0.000970886 0.00127971 0.00173558 0.00169222 0.00184969 0.00105226 0.00122283 0.00166464
internal_weight=0 590 2531 406 527 145 2004 175 184 352 1962 1758 146 124 311 109 1602 261 145 522 156 290 114 73 268 232 95 94 51 204
internal_count=3121 590 2531 406 527 145 2004 175 184 352 1962 1758 146 124 311 109 1602 261 145 522 156 290 114 73 268 232 95 94 51 204
is_linear=0
shrinkage=0.00145689


Tree=2055
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 47 42 2 1 2 52 457 43 43 1 15 0 16 131 52 47 4 51 0 0 39
split_gain=193.229 30.3384 18.8816 16.0832 12.5113 10.5019 9.63067 7.56468 6.1094 5.53288 5.15128 4.4847 2.16493 1.98548 1.84363 1.98719 2.55223 1.72439 1.65341 1.53096 2.88586 1.71123 1.52286 1.43039 1.38768 4.25547 1.75231 1.27133 1.40517 1.26811
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 -0.0060199999999999993 0.090050000000000005 0.090540000000000023 0.14122000000000004 -0.56176499999999996 0.080930000000000016 -0.018859999999999998 -0.080324999999999994 0.16540500000000002 -0.15914499999999995 -0.11173999999999999 -0.095094999999999985 0.091440000000000007 -0.16675999999999999 0.090100000000000013 0.41555500000000006 -0.085989999999999997 -0.036484999999999997 -0.10474999999999998 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 13 6 8 -6 11 18 -5 12 19 24 -13 29 -17 -12 27 -1 21 -21 -2 -10 26 -26 -3 28 -4 -16
right_child=1 2 9 10 7 -7 -8 -9 23 -11 17 14 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029762059920642914 0.0026584200874139015 0.00098703340908346308 0.0010941520598965644 0.0025601332499638929 0.0023265642776967854 0.0017841936823967475 0.0015256913865942163 0.0014328696504692445 0.0026183604282383152 0.0017498665587321171 0.0018279154945065369 0.0027831570111617435 0.0024729383512374645 0.0010170133930240295 0.0024724285238712567 0.0024800923135989686 0.0016702758408323913 0.0012945982399891511 0.00045566226872200273 0.0025754803434738576 0.0026503008628698788 0.0019401763976550817 0.0021284359980887767 0.0031201167673138895 0.0021157202138187632 0.0011459288527062316 0.0014582446894027391 0.0011713817203814125 0.00069472441191387819 0.002063546784716549
leaf_weight=36 54 24 37 22 82 48 24 37 20 22 51 45 245 30 737 22 20 24 22 21 1022 25 20 65 29 21 185 44 66 21
leaf_count=36 54 24 37 22 82 48 24 37 20 22 51 45 245 30 737 22 20 24 22 21 1022 25 20 65 29 21 185 44 66 21
internal_value=0 0.00152409 0.00140165 0.00251674 0.00160095 0.00254375 0.00255959 0.00204869 0.00257047 0.000975905 0.00186203 0.00255375 0.00261246 0.00141659 0.00246003 0.00244185 0.00209447 0.00165725 0.000875153 0.00264342 0.00263221 0.00223021 0.00251518 0.00300206 0.00146287 0.00170841 0.00140413 0.000937934 0.000838208 0.0024611
internal_weight=0 673 599 2448 408 2351 2303 119 2279 191 97 2194 1349 289 845 800 42 75 169 1104 1068 46 74 85 259 50 209 147 103 758
internal_count=3121 673 599 2448 408 2351 2303 119 2279 191 97 2194 1349 289 845 800 42 75 169 1104 1068 46 74 85 259 50 209 147 103 758
is_linear=0
shrinkage=0.0016407


Tree=2056
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 2 3 47 149 0 14 0 131 43 13 43 13 16 12 16 12 150 16 12 2 13 2 11 1 2
split_gain=7.16255 1.58707 0.888425 0.689461 0.714919 0.683758 0.92395 0.679608 0.646306 0.607458 0.474637 0.637898 0.528125 0.471167 0.457996 0.707168 0.439108 0.716701 0.643635 0.428803 0.428676 0.862401 0.77418 0.69671 0.653361 0.550766 0.449238 0.411736 0.419164 0.62985
threshold=0.10312500000000001 0.12000500000000001 0.5136400000000001 0.40124500000000002 0.092120000000000021 1.0000000180025095e-35 -0.014944999999999998 0.085505000000000012 0.081720000000000015 -0.040504999999999992 -0.41790499999999997 0.024095000000000002 0.096070000000000016 -0.08595499999999999 -0.078704999999999983 -0.085254999999999984 -0.063184999999999977 -0.008904999999999998 -1.0000000180025095e-35 -0.074319999999999983 0.080890000000000017 0.083555000000000004 -0.10850999999999998 0.087765000000000024 0.10855000000000002 -0.085034999999999986 0.10136500000000002 0.080455000000000013 0.086920000000000011 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 27 6 14 8 10 19 -3 12 16 -7 -2 -16 18 -18 -12 -9 21 22 -6 25 26 -22 -24 28 -1 -30
right_child=1 7 -4 -5 20 13 -8 9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 23 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025382264450950478 0.0032154957798136495 0.001640503111019729 0.0026888701593161075 0.0011987983394583712 0.0029488074408921703 0.00077104111737100059 0.00096504131433403746 0.0014093735269380952 0.0022472262410797457 0.00073057445258330157 0.0010810531249033216 -9.31722153354067e-05 0.0019984886042530882 0.0016757567385544711 0.0032874750564688476 0.0018212499501412073 0.0018578321350488747 0.00030759906619802664 -0.00024910063265011099 0.0024346080018737819 0.0039694007461517416 0.00080649767925529447 0.0017942515958174058 0.0022578587551349179 0.0010346251580742795 0.0024628586565078139 0.0028340744733002707 0.0032223426279701026 0.0023549372380508569 0.0012678019869936763
leaf_weight=1117 26 40 58 22 40 31 24 31 20 21 36 29 21 176 20 61 36 22 31 47 20 26 52 570 32 25 30 34 397 26
leaf_count=1117 26 40 58 22 40 31 24 31 20 21 36 29 21 176 20 61 36 22 31 47 20 26 52 570 32 25 30 34 397 26
internal_value=0 0.00162539 0.00191515 0.00239117 0.00240225 0.00178238 0.00216496 0.00128184 0.00108373 0.00175211 0.000975495 0.000823493 0.00100557 0.00154027 0.0024341 0.00218328 0.000838759 0.00126981 0.000465609 0.00202714 0.00223684 0.0019464 0.00213885 0.00232185 0.00185466 0.00313243 0.00217467 0.00248579 0.00246953 0.00228812
internal_weight=0 730 396 2391 2369 338 131 334 235 99 215 175 146 207 107 81 125 58 67 78 795 180 154 615 114 45 82 1574 1540 423
internal_count=3121 730 396 2391 2369 338 131 334 235 99 215 175 146 207 107 81 125 58 67 78 795 180 154 615 114 45 82 1574 1540 423
is_linear=0
shrinkage=0.0067667


Tree=2057
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 15 11 393 0 16 150 12 15 3 4 15 3 2 479 50 51 16 15 1456 123 42 43 159 15 157
split_gain=5.80167 1.28859 0.953448 0.844276 0.761214 0.580663 0.74803 0.646743 0.53055 0.514594 0.572391 0.501624 0.62911 0.494463 0.542559 0.802212 0.557916 0.499151 0.470423 0.649078 1.33478 0.631644 0.556011 0.454094 0.44687 0.433831 0.430199 0.569942 0.424199 0.395032
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.040760000000000005 0.075910000000000019 0.086030000000000009 -0.15090499999999998 -0.25582999999999995 0.082565000000000013 0.078300000000000008 0.13592500000000005 0.090900000000000009 -0.46376499999999993 -0.026084999999999994 0.097915000000000016 -0.13033999999999998 0.088785000000000017 1.0000000180025095e-35 0.089890000000000012 -0.015314999999999997 -0.089964999999999976 0.090155000000000013 0.11679000000000002 0.083865000000000009 -0.085154999999999995 -0.089309999999999987 0.10549000000000001 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 24 -4 7 11 13 -8 10 -2 28 23 17 -15 16 -16 -1 19 20 -19 22 -21 -13 -3 -23 -24 -28 -7 -27
right_child=1 2 4 -5 -6 6 8 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 21 -22 25 26 -25 -26 29 27 -29 -30 -31
leaf_value=0.00105617957357944 0.0010444483638548361 0.0013959048313949072 -0.00047470458609965573 0.0027668830621363515 0.000976707782182358 0.0036646957000396694 0.0025070879117015167 0.00095354849455621068 0.0038829348849480326 0.0020811213258862026 0.0022934657877102752 0.0022065476503712869 0.0013417690246377986 0.0022462731578406347 0.00092239296406316563 0.00016308993524202775 0.0024386825577977461 0.0021158563524475184 0.0011973512735808378 0.0027298341632929829 0.00052945098797375499 0.0038392426801801233 0.0026276868063808542 0.0031687331359421668 0.00035569651480282891 0.0019861362429133373 0.0022644528546399323 0.0010518018288093363 0.0022877118226144609 0.003269783234792194
leaf_weight=20 56 347 21 20 78 20 33 24 21 164 24 954 38 41 20 21 25 849 24 67 25 21 29 23 20 21 35 36 21 23
leaf_count=20 56 347 21 20 78 20 33 24 21 164 24 954 38 41 20 21 25 849 24 67 25 21 29 23 20 21 35 36 21 23
internal_value=0 0.00146285 0.00126141 0.001413 0.000668832 0.00215206 0.00226534 0.0020539 0.00304214 0.00186408 0.00141915 0.00222562 0.00219597 0.00207491 0.00163493 0.00125515 0.00176478 0.00211584 0.0021346 0.00215494 0.00207048 0.00247311 0.00225283 0.0022292 0.00133922 0.00303905 0.00193324 0.00164959 0.00295941 0.00265713
internal_weight=0 730 486 387 99 2391 1110 1281 54 244 80 1056 1015 1257 107 66 45 1150 1130 1106 874 232 167 977 367 65 100 71 41 44
internal_count=3121 730 486 387 99 2391 1110 1281 54 244 80 1056 1015 1257 107 66 45 1150 1130 1106 874 232 167 977 367 65 100 71 41 44
is_linear=0
shrinkage=0.0067667


Tree=2058
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 2 2 14 34 47 4 1 13 131 1 43 1 2 43 4 12 159 15 4 1456
split_gain=198.932 33.1059 21.9066 18.2987 11.2212 10.1828 6.50446 6.47823 5.58499 5.53854 4.73177 4.19722 4.06547 2.95207 2.47262 2.33485 3.79651 2.32124 2.14861 2.05877 2.04132 1.96003 1.88592 1.85023 1.61264 1.34338 1.27378 1.25717 1.55866 1.82972
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.13082500000000002 0.40124500000000002 0.089885000000000007 0.092845000000000025 0.10672500000000001 0.14285500000000004 0.062655000000000016 -1.0000000180025095e-35 0.090100000000000013 -0.013514999999999998 0.093100000000000002 -1.0000000180025095e-35 0.082750000000000004 0.090540000000000023 0.064745000000000011 0.11588000000000001 0.31358000000000003 0.12266000000000001 0.40945500000000007 0.095780000000000018 0.0089800000000000019 0.035560000000000008 -0.017809999999999996 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 11 8 12 -5 21 13 19 -4 -3 20 25 24 22 27 26 -6 -13 -22 -15 -17 -10 28 29 -1
right_child=1 2 6 9 10 -7 -8 -9 15 -11 -12 18 -14 17 -16 16 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001434688295933834 0.00164487377423773 0.00066618826930488065 0.00014938989360831334 0.0014344214176329536 0.0016730370584862138 0.00099929721637588022 0.00090579798491603281 0.00092864009815367074 0.0016317747224937091 0.00075906381510785646 0.00079075640042298935 9.2471930450110679e-05 0.0020523773795526473 0.00072847601589818547 0.0010678585416184438 0.0015744587167155308 0.00092780778886077098 0.00085113287076429552 0.00047269900381626288 0.0015704010248664198 0.0011374172907584969 0.0012184305810206708 -0.00039534961764327883 0.0015798100016919474 0.00025102740297911375 0.0014018005901532207 0.0018529961424034107 0.001750372242346434 0.00170051836388975 0.0018924104510781093
leaf_weight=93 71 192 45 37 39 48 37 24 352 60 27 59 59 20 34 245 22 36 20 245 28 33 20 49 40 130 57 619 360 20
leaf_count=93 71 192 45 37 39 48 37 24 352 60 27 59 59 20 34 245 22 36 20 245 28 33 20 49 40 130 57 619 360 20
internal_value=0 0.000758246 0.000653677 0.00160102 0.000895454 0.00162513 0.000370005 0.00163818 0.00164565 0.00101667 0.00128088 0.000287403 0.0016997 0.000439532 0.000726617 0.00156019 0.00148209 0.000575535 7.07357e-05 0.00168414 0.001624 0.00146468 -3.10272e-05 0.00141894 0.000410177 0.0015146 0.00166261 0.00170965 0.00165637 0.0015157
internal_weight=0 673 602 2448 325 2351 277 2303 2279 97 99 240 1396 141 226 883 397 96 99 1337 486 72 79 77 60 375 409 1092 473 113
internal_count=3121 673 602 2448 325 2351 277 2303 2279 97 99 240 1396 141 226 883 397 96 99 1337 486 72 79 77 60 375 409 1092 473 113
is_linear=0
shrinkage=0.00137286


Tree=2059
num_leaves=31
num_cat=0
split_feature=1 1 15 457 12 3 132 15 1 2 4 49 49 14 43 4 3 34 2 12 147 4 4 15 479 0 151 133 133 403
split_gain=5.66736 1.49412 0.990101 0.713239 0.650321 0.629165 0.735528 0.608353 0.695459 0.607364 1.13097 0.58547 0.575068 0.545155 0.586823 0.527395 0.635765 0.512885 0.925819 0.49411 0.479575 0.463965 0.468558 0.457246 0.392417 0.391193 0.384335 0.381592 0.688941 0.492635
threshold=0.11829500000000003 0.095950000000000021 -0.083359999999999976 0.094310000000000019 -1.0000000180025095e-35 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.13820500000000002 0.11362000000000001 -0.064804999999999988 -0.080604999999999982 -0.0087049999999999992 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 -0.021334999999999996 0.11870500000000002 -0.089199999999999988 0.089365000000000014 -0.04890499999999999 0.063160000000000008 -0.091184999999999988 0.098035000000000011 -0.10474999999999998 1.0000000180025095e-35 0.11524500000000001 0.12330000000000001 -0.071919999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 12 4 -4 17 7 -7 -9 13 -11 -6 19 14 -1 16 -16 -2 -19 -3 24 -20 -23 -21 26 -24 27 -17 -29 -30
right_child=5 2 3 -5 11 6 -8 8 -10 10 -12 -13 -14 -15 15 20 -18 18 21 23 -22 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.00091639347074017432 0.00053682099110793273 0.0013997818698329658 0.0011456750916182049 0.00076658653793548759 0.0029379235015077475 0.0010265410788683673 0.001420012397163021 0.00054721557541918939 -0.001134342319741446 0.00018826707126196832 0.0017729663666710192 0.0019086506548152457 0.0014672951479739263 0.0024795003995837536 0.0034928308199103711 0.0020357226844046027 0.0019043148854186879 0.0018247217394228548 0.0018661817426994056 -0.0003369742614289343 0.0011862765329222692 -2.9717596053095702e-06 0.0016355008697027779 0.00099365258170569168 0.0013800089786696428 0.00077229977207959649 0.0015292892844482194 0.00074454997949426592 0.00201792678264252 0.0013099370060246662
leaf_weight=22 43 30 41 25 25 22 28 20 20 21 143 222 151 83 20 1483 21 85 21 21 33 22 30 21 46 74 75 24 199 50
leaf_count=22 43 30 41 25 25 22 28 20 20 21 143 222 151 83 20 1483 21 85 21 21 33 22 30 21 46 74 75 24 199 50
internal_value=0 0.00187053 0.00156838 0.0017997 0.00188938 0.001025 0.000562241 0.000174861 -0.000293563 0.00194348 0.00157005 0.00201283 0.0012437 0.00197327 0.00195197 0.00196365 0.0026792 0.00117645 0.001295 0.000774774 0.00194829 0.000988705 0.000842459 0.000328339 0.00196169 0.0010213 0.0019763 0.00199539 0.00177631 0.00187576
internal_weight=0 2756 536 313 288 365 90 62 40 2220 164 247 223 2056 1973 1951 41 275 232 72 1910 147 126 42 1877 104 1831 1756 273 249
internal_count=3121 2756 536 313 288 365 90 62 40 2220 164 247 223 2056 1973 1951 41 275 232 72 1910 147 126 42 1877 104 1831 1756 273 249
is_linear=0
shrinkage=0.00637641


Tree=2060
num_leaves=31
num_cat=0
split_feature=1 2 12 97 11 2 41 43 376 16 4 13 4 457 4 3 13 12 3 15 12 43 151 42 3 402 402 1213 4 1446
split_gain=4.61782 1.37351 0.875919 0.80945 0.690289 0.728243 0.722765 0.688574 0.629741 0.645742 0.607469 0.588938 0.554 0.542392 1.15794 0.519278 0.480105 0.455535 0.445895 0.425942 0.401718 0.745068 0.668683 0.593207 0.534297 0.512617 0.500332 0.879473 0.475729 0.554511
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 -0.0047149999999999996 0.079915000000000014 -0.090999999999999984 0.083975000000000008 -0.074359999999999996 0.049360000000000008 -0.0024749999999999993 -0.49013999999999996 -0.011914999999999999 0.40124500000000002 0.045365000000000009 0.033845000000000007 0.13524500000000003 -0.013304999999999999 0.095565000000000011 -0.13309499999999996 -1.0000000180025095e-35 0.087695000000000009 -0.11720999999999999 0.086470000000000005 -0.087819999999999981 -0.12711499999999995 0.2506000000000001 0.11679000000000002 0.104315 -0.015039999999999998 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 -5 16 8 9 11 -9 -3 -2 15 -15 19 -6 -4 -14 -12 21 23 26 -7 -22 28 27 -23 29 -26
right_child=12 2 17 4 6 20 -8 10 -10 -11 13 -13 18 14 -16 -17 -18 -19 -20 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00088413585368002509 0.0012174150488261052 5.6466610948033088e-05 0.002056262749147534 0.00090282960915572246 0.0036372097335001562 0.0020296170642615076 0.001373553303622122 0.0025441671059673603 0.0015840087901878848 -0.00039566819392410492 0.0015368692867222939 0.0015706845763051717 0.0015840580737614147 -0.00044346531454487353 0.0016696284432173487 0.00089074921950652204 0.0023813294663057026 0.001551960437568877 0.00055626449361507666 0.0025515709984144284 0.00086206199357531437 0.0019372166204732974 0.00084379187576556303 0.0033617443263552153 0.0018626824749469338 0.00075068797097409517 0.002935033706712698 0.00072035642359358297 0.0015735558678986739 0.002984412354909689
leaf_weight=39 152 20 111 37 21 31 20 20 30 26 67 26 21 21 25 38 37 272 161 25 29 820 26 28 641 21 21 27 288 20
leaf_count=39 152 20 111 37 21 31 20 20 30 26 67 26 21 21 25 38 37 272 161 25 29 820 26 28 641 21 21 27 288 20
internal_value=0 0.00174724 0.00148825 0.00183098 0.00184885 0.00182484 0.00246105 0.00121852 0.000776471 0.000439997 0.00144857 0.000912329 0.000921769 0.00132407 0.000704955 0.00154314 0.00283604 0.00169812 0.000674856 0.0018126 0.00184232 0.00193976 0.0018921 0.00266181 0.00174937 0.00177589 0.00192351 0.00189843 0.00179858 0.00189662
internal_weight=0 2787 681 2106 2067 1989 78 298 102 72 196 46 334 176 46 130 58 383 182 92 1952 953 894 59 999 970 868 847 949 661
internal_count=3121 2787 681 2106 2067 1989 78 298 102 72 196 46 334 176 46 130 58 383 182 92 1952 953 894 59 999 970 868 847 949 661
is_linear=0
shrinkage=0.00663402


Tree=2061
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 42 4 14 4 0 0 2 156 48 4 484 14 0 16 11 52 39 2 1 16 52 14
split_gain=156.081 25.328 14.8433 14.4899 10.8256 9.43526 6.90014 5.97362 5.50461 5.04221 4.17166 3.39522 5.04055 2.62241 2.18969 1.96774 2.39415 2.03796 2.36335 1.95664 1.78221 1.75986 1.72811 1.68982 1.58159 2.41146 1.52172 1.45896 1.38067 1.30918
threshold=0.10508500000000001 -0.40306999999999998 0.13146500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 -0.0060199999999999993 0.40473500000000007 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 -0.07929499999999999 0.14122000000000004 -0.0071349999999999998 0.093265000000000015 -0.49405499999999997 0.084750000000000006 -1.0000000180025095e-35 -0.15599999999999997 -0.12029499999999999 0.087575000000000014 -0.16675999999999999 0.084780000000000008 -0.0091949999999999983 0.16540500000000002 0.11346000000000002 0.056145000000000007 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 10 26 -5 -6 11 12 20 -14 29 -15 17 22 -19 -13 -1 -21 -17 -12 -10 -26 28 -7 -4 -3
right_child=1 2 7 8 9 27 -8 -9 24 -11 23 19 13 15 -16 16 -18 18 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019406478013577649 0.0021513652037639906 0.0015892236402539166 0.00067608575615537496 0.0022381647010261776 0.0019802900953198605 0.0011805161844568076 0.0013034582132334101 0.0014810956501880345 0.00094658694462490956 0.0012260547523259605 0.0021274013848890526 0.0025089943560604186 0.0022648411392794197 0.0024770517014109923 0.00068758074327872028 0.0024810578459110852 0.0017054270329821008 0.0021247809540555027 0.0016694325102975423 0.002134656397389998 0.00135753261616301 0.0018885648214757558 0.0019350599325522336 0.002672765033397001 0.0010163730943883831 0.0017426127774461603 0.00028809439337039699 0.0017545967978848716 0.0010538307059535425 0.0011600286217077099
leaf_weight=43 74 21 140 22 80 26 24 30 23 34 20 21 1148 42 25 71 37 437 33 135 21 186 20 65 20 32 22 22 32 215
leaf_count=43 74 21 140 22 80 26 24 30 23 34 20 21 1148 42 25 71 37 437 33 135 21 186 20 65 20 32 22 22 32 215
internal_value=0 0.0012458 0.00113393 0.00213795 0.00133354 0.00216359 0.0021786 0.000799757 0.00151652 0.00175534 0.00218781 0.002174 0.00220173 0.00221793 0.00114931 0.00213377 0.00210966 0.00213632 0.00209281 0.0020238 0.00174931 0.00199206 0.00236106 0.00254444 0.00130483 0.00146329 0.000694395 0.00144364 0.000746364 0.00119822
internal_weight=0 673 599 2448 375 2351 2303 224 97 114 2279 2194 1852 1788 261 640 598 561 470 342 64 321 91 85 75 52 194 48 172 236
internal_count=3121 673 599 2448 375 2351 2303 224 97 114 2279 2194 1852 1788 261 640 598 561 470 342 64 321 91 85 75 52 194 48 172 236
is_linear=0
shrinkage=0.0016407


Tree=2062
num_leaves=31
num_cat=0
split_feature=4 3 9 160 149 2 39 147 2 400 11 2 12 3 96 2 160 15 16 41 43 15 41 4 47 1420 1429 484 133 1451
split_gain=4.51577 1.35906 1.20552 0.714912 0.701092 0.679746 0.745886 0.714183 0.576674 0.505614 0.500169 0.726135 0.55524 0.482113 0.415207 0.425941 0.571288 0.662408 0.931363 0.431112 0.473803 0.398344 0.52714 0.507764 0.349887 0.383341 0.476745 0.986868 0.88045 0.427939
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.07770500000000001 0.092120000000000021 0.098220000000000016 0.089365000000000014 0.25063000000000007 -0.081749999999999975 0.080455000000000013 -0.090999999999999984 -0.040564999999999997 -0.028564999999999997 0.086715000000000014 0.11548000000000001 -0.077849999999999989 -0.41942499999999994 -0.5335399999999999 0.08110500000000001 0.0061450000000000003 -0.17952999999999997 0.083975000000000008 -0.51843499999999987 0.11227500000000001 -0.085404999999999995 0.084770000000000012 0.073690000000000019 0.087035000000000015 0.082235000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 10 7 9 14 -7 11 -4 -13 -8 15 16 -2 -18 -19 20 -17 -11 23 -23 25 -14 29 -28 -29 -27
right_child=4 -3 5 -5 -6 6 13 -9 -10 21 -12 12 24 -15 -16 19 17 18 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=2.0141924060518156e-05 0.0020705087450820156 0.0007957629438960775 0.00070473675337741695 0.0016185457889699671 0.0018646379946765631 0.00061477319980513076 -1.9886672670869616e-06 0.00058156082087994308 -0.00022470068638589315 0.0025247628253801022 0.0025077827875327752 0.0026284107727533425 0.0026349883348333564 0.0013303136575609346 -1.6178875348264342e-05 0.0007357340096435281 0.00033897816826334144 0.00074623714269848298 0.0023803403528459225 0.0015926917640310607 -0.0003281118654098915 0.0025317745036191651 0.00083257989531484815 0.0016400427997397815 0.0012880991535182704 0.0018109306812683554 0.0020484422750635615 -0.00038812826257456285 0.0014777524344045509 0.00085286860519420964
leaf_weight=29 26 75 27 20 28 20 20 28 22 22 39 32 22 27 21 113 40 36 25 20 21 28 33 765 63 1418 38 20 23 20
leaf_count=29 26 75 27 20 28 20 20 28 22 22 39 32 22 27 21 113 40 36 25 20 21 28 33 765 63 1418 38 20 23 20
internal_value=0 0.00165934 0.00168339 0.000672552 0.000877254 0.00170211 0.00156204 0.00160393 0.000791925 0.00163691 0.00177972 0.00176265 0.00178011 0.000763376 0.000865984 0.00093191 0.00121075 0.000989427 0.00141595 0.000701957 0.000569012 0.00166102 0.00163801 0.00167153 0.00176318 0.0017826 0.00177026 0.00128477 0.000609901 0.00179761
internal_weight=0 2769 2694 49 352 2645 943 896 324 868 1702 1663 1636 47 302 281 127 101 61 154 134 848 826 793 1604 1541 1519 81 43 1438
internal_count=3121 2769 2694 49 352 2645 943 896 324 868 1702 1663 1636 47 302 281 127 101 61 154 134 848 826 793 1604 1541 1519 81 43 1438
is_linear=0
shrinkage=0.00650394


Tree=2063
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 14 1 2 1 2 4 1 43 52 12 13 13 106 132 3 43 3 475 12 0 131
split_gain=186.388 29.1085 18.4727 15.7727 13.6503 9.69856 7.6325 6.86407 5.60429 5.28681 4.92727 4.33028 2.43675 2.05472 1.77123 2.30845 1.94954 1.71029 1.55381 1.40875 2.00673 1.38569 1.5537 1.73871 1.38386 1.36485 1.75678 1.32047 1.1508 1.14694
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.090050000000000005 0.090540000000000023 0.14530500000000005 -0.013514999999999998 0.086920000000000011 0.064745000000000011 -0.16675999999999999 0.095780000000000018 -0.016469999999999995 1.0000000180025095e-35 0.087690000000000004 0.08696000000000001 0.30112000000000005 0.12266000000000001 0.090900000000000009 -0.088274999999999978 -0.094384999999999983 -0.010949999999999998 0.093260000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 9 -6 19 11 -5 12 25 21 16 18 -13 -11 -16 29 -21 22 23 27 -18 26 -1 -3 -7 -4
right_child=1 2 8 10 7 28 -8 -9 -10 17 -12 14 -14 -15 15 -17 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021215685150016671 0.0023511557022484315 0.0017997594527689388 0.00045411473282071008 0.0021708089595901836 0.0021848610503274486 0.0018394248804681679 0.0014598294765941352 0.0013149541120662037 0.0015762455275804533 0.0023893572654163711 0.001378780085582759 0.0024162621148809509 0.0022981572231719431 0.00074164390491593434 0.002337165723314885 0.0017647779667753938 0.0018147949434802943 0.0029601801513378639 0.0021042429307300387 0.0012854160014181774 0.00064658986135925696 0.00084340054234477056 0.0008574716809876666 0.001031829089428249 0.0022961130062145005 0.0021684494333619698 0.0025104363930209825 0.00136089862954913 0.001267294241323235 0.00083717854180145705
leaf_weight=35 74 23 79 37 82 21 25 39 23 20 60 389 245 24 224 31 28 65 133 23 38 21 21 42 46 38 1031 152 20 32
leaf_count=35 74 23 79 37 82 21 25 39 23 20 60 389 245 24 224 31 28 65 133 23 38 21 21 42 46 38 1031 152 20 32
internal_value=0 0.00134114 0.00121636 0.00235545 0.00142462 0.00238328 0.00239789 0.00190448 0.000784889 0.00240815 0.00168089 0.00239201 0.00245216 0.00121945 0.00229666 0.00221159 0.00236795 0.00282587 0.00225039 0.000679068 0.000887459 0.00126373 0.00130082 0.00134372 0.00211399 0.00248634 0.00249767 0.00141858 0.00156034 0.000564548
internal_weight=0 673 599 2448 404 2351 2310 121 195 2285 97 2200 1349 283 851 388 463 85 357 172 61 259 238 217 74 1104 1066 175 41 111
internal_count=3121 673 599 2448 404 2351 2310 121 195 2285 97 2200 1349 283 851 388 463 85 357 172 61 259 238 217 74 1104 1066 175 41 111
is_linear=0
shrinkage=0.00170698


Tree=2064
num_leaves=31
num_cat=0
split_feature=1 4 155 16 148 1456 14 16 12 10 4 2 124 42 1 11 15 2 13 4 16 156 4 1456 3 48 1453 160 157 1186
split_gain=4.40635 1.07829 0.660547 0.613277 0.65604 0.541305 0.531783 1.35985 0.626419 0.548748 0.500808 0.498873 0.49693 0.538323 0.447146 0.438577 0.435844 0.427372 0.571147 0.444075 0.418199 0.409817 0.373081 0.745393 0.603241 0.594397 0.542795 0.477318 0.536394 0.541758
threshold=0.10312500000000001 0.26790000000000008 0.10158500000000002 -0.16075999999999999 -0.066239999999999979 -0.049894999999999995 -0.42495999999999995 -0.23935499999999996 0.10124000000000001 -0.074314999999999978 0.51303500000000013 0.13404500000000005 -0.076779999999999987 -0.0060199999999999993 0.11453000000000001 0.095720000000000013 0.12044500000000001 0.11870500000000002 0.095710000000000017 0.0045450000000000013 0.13751500000000003 0.11969000000000002 -0.082769999999999982 -0.065759999999999985 0.092670000000000016 0.092475000000000016 -0.092059999999999989 -0.089549999999999991 -0.081364999999999979 0.060550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 14 -5 -6 10 8 9 -8 -3 12 13 -1 -2 22 17 18 -7 -19 -13 -4 23 -14 26 27 -24 -25 -29 -30
right_child=1 6 21 4 5 16 7 -9 -10 -11 -12 20 15 -15 -16 -17 -18 19 -20 -21 -22 -23 24 25 -26 -27 -28 28 29 -31
leaf_value=0.0019763549245633378 0.002804393302958624 0.0018584330068854688 0.0028362574091763582 -5.1106041415240766e-05 0.002350503133664699 0.0011504911839502307 0.0020741805529621289 -0.00097237946829564098 1.3917760490445937e-05 0.00091338953987452141 0.00060505031081867049 0.00052237295639463363 0.0030293154011836001 0.00086482162842367388 0.001372427575488101 0.00081581463769181178 0.0021438745909298997 0.0010383033769520503 0.0024455119162336168 -0.00017939958152240074 0.0018561205632722209 0.0016524507886756159 0.00067872434896636222 0.0028231101851197305 0.0010612011017838588 0.00084593777527501189 0.0018690867849310826 0.00084339836295726437 0.0019552307943442424 0.0030236141477423097
leaf_weight=39 23 48 25 20 23 144 24 22 35 168 25 27 37 53 22 20 23 47 20 23 22 38 20 36 51 23 1599 21 417 26
leaf_count=39 23 48 25 20 23 144 24 22 35 168 25 27 37 53 22 20 23 47 20 23 22 38 20 36 51 23 1599 21 417 26
internal_value=0 0.00120089 0.00144607 0.0013226 0.00120535 0.00129509 0.000890235 0.000732227 0.000897431 0.00105849 0.00142919 0.0018383 0.0018533 0.00133602 0.00210432 0.00187445 0.00120064 0.00110793 0.00130842 0.000638201 0.0011212 0.00212222 0.00188394 0.00204434 0.00183016 0.00197466 0.00185438 0.00202658 0.00196478 0.00201794
internal_weight=0 730 408 345 300 280 322 249 227 192 73 2391 2342 92 45 2250 257 234 164 70 49 63 2230 560 1670 523 1619 500 464 443
internal_count=3121 730 408 345 300 280 322 249 227 192 73 2391 2342 92 45 2250 257 234 164 70 49 63 2230 560 1670 523 1619 500 464 443
is_linear=0
shrinkage=0.00718087


Tree=2065
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 0 47 4 0 14 16 2 394 4 1 130 13 160 12 43 16 50 1 15 16
split_gain=163.998 26.4666 15.927 13.6355 9.96587 8.66408 6.23601 5.31146 5.57261 4.28941 4.10396 3.63898 3.0755 3.03641 2.40128 2.11322 2.09527 1.94884 1.95363 1.83757 1.72256 2.48117 4.37013 1.51747 1.43898 1.39118 1.20398 1.19285 1.18611 1.06749
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.0061450000000000003 0.092845000000000025 -0.11173999999999999 0.13082500000000002 0.27834500000000006 -0.07929499999999999 -1.0000000180025095e-35 -0.12029499999999999 0.14530500000000005 -0.079154999999999989 -0.49013999999999996 0.16540500000000002 -0.076894999999999977 -0.0044799999999999987 -1.0000000180025095e-35 0.09320500000000001 0.064745000000000011 -0.069894999999999985 0.10917 0.11588000000000001 0.090455000000000021 -0.076354999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 27 8 10 -5 -1 19 14 26 -10 -16 20 -15 23 -4 -3 -22 -23 -19 29 -24 -12 -6 -9 -20
right_child=1 2 11 9 6 -7 -8 28 12 -11 13 -13 -14 17 15 -17 -18 18 24 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017104756139744799 0.0020660097257917875 0.000661991197569547 0.00061337450297329558 0.0018856109143832536 0.0020451977362809285 0.0013933671527118193 0.001049332268420626 0.0026756059688554379 0.0024712849308703199 0.0011706636144189929 0.0022023674394670819 0.0012544304864042534 0.001300894574732881 0.0015380341016503795 0.0020577860443794652 0.0017854388168852054 0.0005972565162091568 0.0023691874382189577 0.002184971343297874 0.00010228447491879125 0.00099614897998897807 0.0018784000062137733 0.0012496071574398912 0.0019658478104362075 0.0018084859774464045 0.00075097185340041524 0.0020329750424206584 0.0016586350982458909 0.0022828876126798729 0.0019995454614432093
leaf_weight=64 76 23 136 37 42 48 38 47 21 58 1021 22 22 20 131 185 25 83 116 22 154 28 61 36 78 20 127 44 37 299
leaf_count=64 76 23 136 37 42 48 38 47 21 58 1021 22 22 20 131 185 25 83 116 22 154 28 61 36 78 20 127 44 37 299
internal_value=0 0.00115259 0.00103971 0.00205843 0.00120956 0.00208322 0.00160285 0.0020977 0.00208226 0.00144912 0.00211867 0.000629259 0.00189524 0.00213335 0.00193404 0.00189834 0.00105275 0.00204202 0.00205849 0.00054221 0.00109256 0.00113022 0.00131964 0.00224717 0.00201295 0.00112649 0.00218363 0.00184742 0.00250262 0.00205138
internal_weight=0 691 615 2430 435 2335 124 2287 2203 95 1844 180 359 1780 337 316 311 632 612 158 286 263 109 119 493 81 1148 86 84 415
internal_count=3121 691 615 2430 435 2335 124 2287 2203 95 1844 180 359 1780 337 316 311 632 612 158 286 263 109 119 493 81 1148 86 84 415
is_linear=0
shrinkage=0.0016407


Tree=2066
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 14 42 2 2 0 1 4 1 0 15 51 15 12 1 48 39 12 43 3 3 12 2 4
split_gain=138.854 22.1132 13.1316 11.9753 6.84977 5.81981 5.21182 4.91427 4.02464 3.36324 3.36268 3.13939 4.34734 2.64747 2.39318 2.36645 2.17784 2.17696 2.0882 1.61994 1.63493 1.5543 1.5145 1.4906 1.48238 2.30331 2.88376 1.46385 1.39194 1.31745
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.36766000000000004 0.062655000000000016 -0.0060199999999999993 0.13501500000000002 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 0.16540500000000002 -0.15202999999999997 -0.097454999999999986 0.088210000000000011 -0.03241999999999999 0.087765000000000024 0.089770000000000016 0.081275000000000014 0.084780000000000008 0.095780000000000018 -0.04890499999999999 0.11658 -0.0049599999999999991 0.09141500000000001 -0.0050599999999999994 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 7 -4 10 11 -5 21 -3 12 15 19 -8 -1 -14 -18 -17 20 29 23 -10 -6 -2 26 -26 -23 -24 -13
right_child=1 6 5 8 9 -7 14 -9 22 -11 -12 13 16 -15 -16 18 17 -19 -20 -21 -22 27 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002564800147430461 0.001008953840224956 0.0012962310313123582 0.0019615172262468683 0.0020796574700604909 0.0020860089949715425 0.0011859592206642366 0.00069065540435022006 0.0025184844272723695 0.00088426727759004025 0.0014367918221562367 0.00069891575931624924 0.0026283814206086451 0.0019387495371640537 0.0018558090816184038 7.5141380628623961e-05 0.0021899265191342096 0.00086995600085385883 0.0016568595692699694 0.0015550740309340561 0.0020704580833083869 0.0017830185285207137 0.0013722323318522997 0.0010922280806278427 0.0018507462657103835 0.0010745521019583392 0.0010701789373534665 0.0018084666834756202 0.0018920609339470626 0.0016659916317577816 0.0021840598302378875
leaf_weight=23 100 76 130 22 154 36 149 79 23 48 43 20 22 116 21 36 20 21 26 816 29 27 22 160 26 71 39 38 28 700
leaf_count=23 100 76 130 22 154 36 149 79 23 48 43 20 22 116 21 36 20 21 26 816 29 27 22 160 26 71 39 38 28 700
internal_value=0 0.00116656 0.00142547 0.00203374 0.00205791 0.00179332 0.00080641 0.00210165 0.00143966 0.00186248 0.00108039 0.00208365 0.00184531 0.00210463 0.000614621 0.00209717 0.00150549 0.001273 0.0019237 0.00212307 0.0021804 0.00191639 0.00124678 0.00196613 0.00116672 0.00128273 0.0015149 0.00167613 0.00141354 0.0021964
internal_weight=0 691 402 2430 2335 166 289 1908 95 427 119 1829 148 1681 170 85 63 41 62 1565 749 379 73 314 236 136 65 65 50 720
internal_count=3121 691 402 2430 2335 166 289 1908 95 427 119 1829 148 1681 170 85 63 41 62 1565 749 379 73 314 236 136 65 65 50 720
is_linear=0
shrinkage=0.00170698


Tree=2067
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 4 47 42 2 16 4 1 0 4 47 16 47 2 1 16 484 3 0 39 2 2 43
split_gain=334.367 51.8588 30.1101 28.8643 18.1927 16.2092 9.56815 9.37821 8.79895 8.69575 7.38782 6.27912 5.4077 5.30153 5.01929 8.17315 3.49268 3.13321 2.87182 2.7605 2.41917 2.41069 2.26082 2.06733 2.03582 1.94943 1.93438 2.64679 1.76718 1.69863
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.09580000000000001 0.14122000000000004 0.062655000000000016 0.27834500000000006 0.13082500000000002 -0.0060199999999999993 0.14285500000000004 -0.52595999999999987 0.27834500000000006 0.085760000000000017 -0.097274999999999986 -0.013125 0.078875000000000015 -0.092484999999999984 0.090100000000000013 0.089885000000000007 0.076935000000000017 -0.45661999999999997 0.056480000000000009 -0.017889999999999996 -0.019414999999999998 0.084780000000000008 -0.0091949999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 12 14 -6 11 -5 13 -7 -4 20 17 21 18 -16 -3 -1 25 -18 -24 -15 29 -12 -28 -17 -14
right_child=1 2 9 10 8 6 -8 -9 -10 -11 26 -13 16 24 15 28 22 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0025329845838438772 0.0023443271885081273 0.00097375440433102424 0.0011856324220548915 0.0023150709020124962 0.0021462353256831257 0.0014508632481851464 0.0014462329671582458 0.0030128604357271692 0.0011653813640534465 0.0013266923865384911 0.00092283416626182384 0.00019281510647165451 0.002474242798875345 0.00083126894889517166 0.0011359359072796002 0.0019990330166851306 0.0024840127525342327 0.0022552531447276479 0.0019219449902367622 0.0014580071245491768 0.0023762012931991703 0.0025707831688885413 0.0019911788620896901 0.0024297287212207757 0.00036437777084845217 0.0019540644617498147 0.001020096575279877 0.0017370634657837129 0.0024158069315438737 0.0021452629531835531
leaf_weight=896 74 191 39 22 69 21 41 71 32 34 23 99 95 33 20 26 34 25 25 33 319 93 179 30 69 38 20 32 376 62
leaf_count=896 74 191 39 22 69 21 41 71 32 34 23 99 95 33 20 26 34 25 25 33 319 93 179 30 69 38 20 32 376 62
internal_value=0 0.00112329 0.000972443 0.00235377 0.00129072 0.00238787 0.00216683 0.00246242 0.00183547 0.000594926 0.00152727 0.00049126 0.00222035 0.000700806 0.00243926 0.00230396 0.00225078 0.00181641 0.00157261 0.0010451 0.00249182 0.00236596 0.00211428 0.00205413 0.000515431 0.00226828 0.00129618 0.00146131 0.00238885 0.00234433
internal_weight=0 673 599 2448 325 2351 593 1758 101 274 97 240 552 141 1687 472 531 70 45 224 1215 288 243 209 102 195 75 52 402 157
internal_count=3121 673 599 2448 325 2351 593 1758 101 274 97 240 552 141 1687 472 531 70 45 224 1215 288 243 209 102 195 75 52 402 157
is_linear=0
shrinkage=0.00154607


Tree=2068
num_leaves=31
num_cat=0
split_feature=1 3 52 9 2 0 4 10 2 4 14 16 4 3 151 13 16 15 4 2 157 157 475 150 133 0 52 2 13 16
split_gain=6.36224 1.37302 0.988633 0.647351 1.29573 0.698194 0.642604 0.632228 0.616613 0.610806 0.632832 0.769621 0.675284 0.575831 0.636147 0.568386 0.662419 0.554597 0.644716 0.471901 0.422029 0.458183 0.524917 0.487544 1.19304 0.530956 0.477817 0.421792 0.400556 0.465187
threshold=0.10337500000000001 0.31370500000000007 -0.53964499999999982 -1.0000000180025095e-35 0.10381000000000001 -0.07384499999999998 0.40124500000000002 -0.0026549999999999994 0.092120000000000021 -0.050494999999999991 -0.22253999999999999 -0.0024749999999999993 0.51303500000000013 0.088060000000000013 -0.033849999999999991 -0.47860499999999995 -0.096824999999999981 -0.21699999999999997 0.53859500000000016 0.13247500000000004 -0.41966499999999995 -0.077664999999999998 -0.027234999999999995 0.083555000000000004 0.024320000000000005 -0.15202999999999997 -0.45478499999999994 -1.0000000180025095e-35 -0.075974999999999987 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 7 5 -5 8 -4 -1 -6 12 13 19 17 -15 -3 -17 18 -12 -11 -10 22 -22 25 -25 -23 -27 -7 -28 -30
right_child=1 15 3 4 9 27 -8 -9 20 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.0021894650326933704 0.002324353835495143 0.0010048699968443113 0.0011399200736593759 0.0025583467880891434 0.0020831398892375997 0.001025259951794056 0.00084796162422441667 -0.00043066968408994122 0.0029404310989482665 0.002978506750473283 -0.00077343862909588822 -0.0002133336748646485 0.00055911366063438614 0.00083005503952283033 0.002237956463887871 -0.0010856625181033439 0.00070273831882705997 0.001120519517679978 0.00096081537284580475 0.0014750394422189893 0.00039190368566040837 0.0030599015628968735 0.0018439005189231318 0.0001359530709435331 0.0024222244882871392 0.0024772340762329575 0.0022066014540967063 0.0019575128181983136 0.0020393707356166756 0.0015409096732350884
leaf_weight=1580 61 58 44 63 34 43 22 20 22 21 23 31 20 33 36 20 25 73 23 24 22 25 34 25 24 87 158 66 187 217
leaf_count=1580 61 58 44 63 34 43 22 20 22 21 23 31 20 33 36 20 25 73 23 24 22 25 34 25 24 87 158 66 187 217
internal_value=0 0.00130827 0.00143935 0.0013419 0.00143239 0.00194452 0.00209403 0.000649111 0.00210554 0.00115538 0.00104431 0.000855947 0.00167895 0.00103227 0.00156461 0.000525608 -9.21065e-05 0.000723593 9.36884e-05 0.00217666 0.00193999 0.00191174 0.00127347 0.00196118 0.00125576 0.00201246 0.00197211 0.00158974 0.00189392 0.00177163
internal_weight=0 718 615 554 490 172 2403 64 2381 318 284 219 65 188 69 103 45 119 46 45 801 779 56 723 49 674 649 109 562 404
internal_count=3121 718 615 554 490 172 2403 64 2381 318 284 219 65 188 69 103 45 119 46 45 801 779 56 723 49 674 649 109 562 404
is_linear=0
shrinkage=0.00732449


Tree=2069
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 1 2 14 2 50 4 1 0 15 4 1 49 51 1 0 475 52 12 15 4 4 3
split_gain=127.464 21.3225 12.5762 11.0274 7.83142 6.4321 4.82861 4.37964 4.29372 3.53759 3.51111 3.17119 2.48508 2.39091 2.19474 3.17018 2.44365 2.06304 4.07397 1.83439 1.76882 1.66711 2.42846 1.52597 1.60548 1.52061 1.47252 1.1896 1.1795 1.13446
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.14122000000000004 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 0.092235000000000025 0.041865000000000006 -0.15464999999999998 0.085760000000000017 -0.097274999999999986 -0.097454999999999986 -0.013125 0.086920000000000011 -0.054984999999999992 -0.085989999999999997 0.075045000000000014 -0.019414999999999998 -0.088274999999999978 0.31359500000000001 0.090165000000000009 -0.081924999999999984 0.04735000000000001 -0.50690499999999983 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 10 19 17 -5 29 14 -11 26 -13 23 16 -16 21 25 -6 -15 22 -7 -1 28 27 -4 -19 -25 -3
right_child=1 2 12 8 6 7 -8 -9 -10 11 -12 13 -14 20 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016987254816585491 0.0019545250946885126 0.00099536511181187877 0.00059500119306427101 0.0018545149752585185 0.0012892532918843027 0.0019448818861270882 0.0010808550061129705 0.0013288289289516686 0.0011411650475488646 0.0016894981857330353 0.0023927806501342413 0.0016159791161453254 0.0010131622512333934 0.00057888799949330164 0.0019174757169474648 0.0019631996788691073 0.0012818817103504598 0.0022084790090322755 0.0012722468803642592 0.001842513241332136 0.0010827099687761438 0.0021193217101917838 0.0015561936295533021 0.002412830259428283 0.0017071368086693066 0.0017530423588552756 0.00013796960521870243 0.0018641797998160275 0.0020586400408786586 0.00064821636099020015
leaf_weight=32 76 41 76 34 20 275 47 41 61 25 62 20 30 20 29 392 34 40 37 69 183 105 49 25 33 204 24 74 903 60
leaf_count=32 76 41 76 34 20 275 47 41 61 25 62 20 30 20 29 392 34 40 37 69 183 105 49 25 33 204 24 74 903 60
internal_value=0 0.00115074 0.00105141 0.00193368 0.0011705 0.00195553 0.00149793 0.00184132 0.00139647 0.0010429 0.00201794 0.00114625 0.000607125 0.00108535 0.00200189 0.00190937 0.00157446 0.00186812 0.00177741 0.00171819 0.00103307 0.00194318 0.0018861 0.00204428 0.00205578 0.00183619 0.000485314 0.00198499 0.00206818 0.000789138
internal_weight=0 691 615 2430 485 2335 136 825 95 349 1510 248 130 223 1448 455 63 784 355 89 203 429 324 993 961 318 100 114 928 101
internal_count=3121 691 615 2430 485 2335 136 825 95 349 1510 248 130 223 1448 455 63 784 355 89 203 429 324 993 961 318 100 114 928 101
is_linear=0
shrinkage=0.00160853


Tree=2070
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 4 2 14 2 1 12 50 1 49 47 12 11 1 4 1 4 3 1 160 0 1 2
split_gain=363.781 41.9756 40.1261 22.5702 21.2927 15.3634 11.6806 9.95705 9.51236 9.02491 7.97279 7.20649 6.31864 4.9004 3.64816 3.46561 3.46323 3.36643 3.36207 3.34308 3.88656 3.33752 2.97538 2.20293 3.55754 2.05284 1.97656 1.9381 1.75664 1.68282
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099185000000000009 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.36766000000000004 0.10803500000000001 0.076975000000000002 0.14122000000000004 0.089625000000000024 0.085885000000000017 0.041865000000000006 0.12958500000000003 -0.012034999999999999 0.08265500000000002 0.087765000000000024 0.081790000000000015 0.10124500000000002 -0.033174999999999989 0.12000500000000001 -0.49013999999999996 0.090900000000000009 0.13075500000000004 1.0000000180025095e-35 -0.095504999999999993 0.12408500000000001 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 6 22 -4 11 15 12 19 18 17 -7 -8 -2 26 23 20 -6 -11 -3 -1 -25 -5 -14 -15 -23 -20
right_child=1 5 7 25 8 14 9 -9 -10 21 -12 -13 13 27 -16 -17 -18 -19 29 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0069357839883293065 0.0055588201576297 0.005036659764635929 0.006193528118019459 0.0052395237261788109 0.0062657390350392157 0.0042517181835657015 0.0062283904946334812 0.0052469220365440501 0.0054251215833652413 0.0055848467345642238 0.0069792957736891422 0.0056383116080281721 0.0054359110624216875 0.0060039872997848182 0.0048753516868634932 0.0053904462590155175 0.0062277311439571719 0.006426769612386511 0.0064784810927169855 0.0065847394953230561 0.0056920064444025793 0.0050867287369996328 0.0044376389318248775 0.0065894062991757969 0.0060197386239339845 0.0047211651753823487 0.006056048845026551 0.0064291255831666139 0.0047187556927646424 0.00626621275140842
leaf_weight=37 20 24 34 50 349 85 22 77 34 23 72 41 24 25 26 20 92 21 573 64 27 100 66 763 24 24 20 254 38 92
leaf_count=37 20 24 34 50 349 85 22 77 34 23 72 41 24 25 26 20 92 21 573 64 27 100 66 763 24 24 20 254 38 92
internal_value=0 0.00512305 0.0063934 0.00569576 0.00643269 0.00485938 0.00503425 0.00553687 0.00616986 0.00522793 0.00650374 0.0062225 0.00648506 0.0063071 0.00439779 0.00582937 0.00610828 0.00594685 0.00652618 0.00627693 0.00622454 0.00507104 0.00459738 0.00658837 0.00657203 0.00507141 0.00571779 0.00639103 0.0049854 0.00644911
internal_weight=0 590 2531 186 2420 404 293 111 515 203 1905 481 1833 344 111 42 112 65 1489 440 376 161 90 824 787 74 44 279 138 665
internal_count=3121 590 2531 186 2420 404 293 111 515 203 1905 481 1833 344 111 42 112 65 1489 440 376 161 90 824 787 74 44 279 138 665
is_linear=0
shrinkage=0.00145689


Tree=2071
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 42 0 49 4 1 49 150 2 0 4 40 43 13 12 4 1 47 42 42 3
split_gain=192.147 30.9685 16.1106 14.3668 11.0827 10.5864 6.18279 6.27241 5.72149 4.86457 4.71009 4.11657 5.9131 4.67966 3.70335 2.82903 2.81351 1.94587 1.91916 2.74335 1.90353 1.8765 2.34936 1.92573 1.84198 1.65208 1.57422 1.56872 1.59183 1.48572
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10855000000000002 0.062655000000000016 0.14285500000000004 -0.076394999999999977 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 -0.054984999999999992 1.0000000180025095e-35 0.31358000000000003 -0.07929499999999999 -0.55119499999999988 -0.077714999999999992 -0.078654999999999989 -1.0000000180025095e-35 -0.081419999999999979 0.038415000000000012 0.11866500000000001 0.10350500000000001 -0.012324999999999997 0.086665000000000006 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 20 -8 11 16 -4 12 14 18 -1 -2 24 -6 -13 -20 -3 -9 23 -23 -7 -25 -17 -5 -29 -21
right_child=1 4 10 27 17 9 7 21 -10 -11 -12 13 -14 -15 -16 26 -18 -19 19 29 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0018539193420491324 0.001249276673669443 0.00080845580820768515 0.0018966315146825429 0.00061601661964669956 0.00048722822178423543 0.0018412460493907761 0.001391670688275801 0.00055280937055955746 0.0023234903589934748 0.0012164204973340231 0.0011324243330238016 0.0019944799268756261 0.0022025357706144787 0.0016615235000806703 0.001315238883300723 0.0019420127035977271 0.0013056470326408662 3.6736838450663759e-05 0.0023725345949845663 0.0015592714923091779 0.00040585153387643599 0.0010936324858017545 0.001157798823439961 0.00086871692615542542 0.0016343052320582903 0.00038897077363524423 0.0016142808426960601 0.0012793456704522008 0.00082683200347990473 0.0018801744829176812
leaf_weight=43 23 46 21 20 71 270 69 29 76 39 76 1131 35 112 66 67 28 27 22 32 50 30 64 32 130 27 54 35 29 367
leaf_count=43 23 46 21 20 71 270 69 29 76 39 76 1131 35 112 66 67 28 27 22 32 50 30 64 32 130 27 54 35 29 367
internal_value=0 0.00100658 0.00186832 0.00143463 0.000787264 0.00189186 0.000907053 0.00102496 0.00193958 0.00169935 0.00129787 0.00192344 0.00169176 0.00194349 0.00152775 0.00170847 0.00174335 0.000363113 0.00196384 0.00188151 0.000598766 0.000885938 0.00094908 0.00079899 0.00177399 0.000649172 0.00179575 0.000965185 0.0010743 0.00185444
internal_weight=0 673 2448 228 445 2351 347 251 1884 467 97 1808 144 1664 109 144 428 98 1552 421 96 182 153 89 400 59 121 84 64 399
internal_count=3121 673 2448 228 445 2351 347 251 1884 467 97 1808 144 1664 109 144 428 98 1552 421 96 182 153 89 400 59 121 84 64 399
is_linear=0
shrinkage=0.00142833


Tree=2072
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 16 1 0 4 49 1 50 4 16 0 40 2 43 2 1 484 52 1 15
split_gain=253.711 41.885 22.6712 18.7763 13.6586 12.4314 8.73303 7.90142 7.64713 7.27518 6.48278 5.21285 4.83191 4.55389 3.64021 3.5771 2.75467 2.69102 2.4482 2.3159 2.20449 2.15877 2.07999 2.01015 1.90559 1.90207 1.81002 1.79802 1.68086 1.54055
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.09580000000000001 -1.0000000180025095e-35 0.10613000000000002 0.076975000000000002 0.09253500000000002 0.13501500000000002 -0.52595999999999987 0.089625000000000024 -0.10607499999999999 -0.15464999999999998 -0.054984999999999992 0.13436000000000001 0.041865000000000006 -0.013125 -0.45661999999999997 0.14486500000000005 -0.077714999999999992 -0.0091949999999999983 0.031595000000000005 0.088850000000000012 0.13075500000000004 0.056480000000000009 0.40674500000000008 0.12958500000000003 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 21 28 12 -4 11 -7 24 -14 -9 -2 -16 29 20 -20 23 -3 -15 -13 27 -5 -21 -1 -8 -6
right_child=1 4 9 25 17 10 7 14 -10 -11 -12 18 13 22 16 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023505018225405869 0.0014160940142631921 0.00079816360607914462 0.0020249525094610064 0.001198096982813411 0.00042937811499615193 0.0012961032635423668 0.0018586668087802686 0.0016020914400985068 0.002800136919367252 0.0011197910110264198 0.0014619868417473647 0.0023182278051928334 0.0015199858677409444 0.0016578982782987088 0.00097577936203335162 0.0020945441240377851 0.00042860990980990508 0.00076132791796927385 0.0023663622831948919 0.0018543949023076096 0.0017981708840279038 0.0003247917745068322 0.0021856582000277435 0.0019823371396208165 0.0022129230733059415 0.00067280630612670425 0.0022738157770016364 0.0018943806952940701 0.0012825162825644612 -3.4728695730918755e-05
leaf_weight=932 23 46 34 60 29 21 34 20 68 63 48 199 32 20 150 121 27 23 33 174 31 50 260 57 424 24 30 22 20 46
leaf_count=932 23 46 34 60 29 21 34 20 68 63 48 199 32 20 150 121 27 23 33 174 31 50 260 57 424 24 30 22 20 46
internal_value=0 0.00109092 0.0021842 0.00164054 0.000809318 0.00221503 0.000956142 0.00111086 0.00228163 0.00143706 0.00201758 0.00206652 0.00226076 0.00208355 0.000964372 0.00198618 0.000892313 0.000289439 0.00209739 0.00197877 0.00219534 0.000551616 0.00214796 0.00224344 0.00230089 0.00104801 0.00191607 0.00233998 0.00164528 0.000144726
internal_weight=0 673 2448 228 445 2351 347 251 1758 97 593 545 1690 312 197 144 177 98 524 237 287 96 280 256 1378 84 204 954 54 75
internal_count=3121 673 2448 228 445 2351 347 251 1758 97 593 545 1690 312 197 144 177 98 524 237 287 96 280 256 1378 84 204 954 54 75
is_linear=0
shrinkage=0.00157699


Tree=2073
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 1 159 1 11 1 4 1 48 14 0 2 47 49 0 3 148 12 15 3 48 52 4
split_gain=210.227 26.9681 23.0331 18.169 14.5459 9.73169 8.75443 6.33428 6.33098 5.78172 4.17815 3.3476 4.67361 6.45154 3.21869 3.20725 2.76254 2.38148 2.32501 2.68673 2.06301 2.01714 1.96954 1.9157 1.66662 1.65962 1.59922 1.54433 1.28949 1.35805
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.089885000000000007 0.092845000000000025 0.082585000000000006 0.087135000000000004 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.15471500000000002 0.090390000000000012 0.062655000000000016 -0.066089999999999996 0.14285500000000004 0.078345000000000012 -0.012034999999999999 -0.060129999999999996 1.0000000180025095e-35 -0.043434999999999994 0.095780000000000018 0.013270000000000002 -0.10831999999999999 0.083180000000000018 0.40674500000000008 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 7 23 10 -4 18 16 12 24 -14 -8 -15 28 22 19 25 -2 -21 -12 -3 26 -5 -9 -13 29 -1
right_child=1 6 8 9 -6 -7 14 11 -10 -11 17 27 13 15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027509307147247984 0.0015237126920125137 0.00065509830770521668 0.0020377876523954472 0.0010237533807618512 0.0013378845056221428 0.0014841549702922971 0.00065176213867901961 0.0019032051370848706 0.0012228802027597668 0.00075305102434704318 0.0022647897053374583 0.0023479261108547774 0.00225828955712342 0.0008571731277676448 9.5226464493173402e-05 0.0017681235290555291 0.0027465116360047737 0.0017269501326164438 0.00088085762641339856 0.0019720984465288016 0.0020937186371644849 0.0013209083787748177 0.001746836123107936 0.0011746695624877429 0.0020833904181123187 0.0015685467885587427 0.0022663370412971456 0.0028464389145924389 0.0020183013011515162 0.0023779369831474087
leaf_weight=26 20 22 37 39 45 41 116 34 74 58 378 82 35 20 35 20 56 25 22 32 92 20 20 111 303 23 407 20 25 883
leaf_count=26 20 22 37 39 45 41 116 34 74 58 378 82 35 20 35 20 56 25 22 32 92 20 20 111 303 23 407 20 25 883
internal_value=0 0.00114478 0.002211 0.00147608 0.00224386 0.00226103 0.000787809 0.00227467 0.00149452 0.00117827 0.00234233 0.00217088 0.00213666 0.00175395 0.000522764 0.00131265 0.0023995 0.00220851 0.00135961 0.001452 0.00199193 0.00172164 0.00223876 0.00108873 0.00217524 0.00122585 0.00223834 0.00244567 0.00237869 0.00238861
internal_weight=0 590 2531 306 2420 2375 284 2334 111 194 1413 921 819 75 151 40 990 423 136 114 112 52 398 133 744 62 441 102 934 909
internal_count=3121 590 2531 306 2420 2375 284 2334 111 194 1413 921 819 75 151 40 990 423 136 114 112 52 398 133 744 62 441 102 934 909
is_linear=0
shrinkage=0.00160853


Tree=2074
num_leaves=31
num_cat=0
split_feature=1 3 1 46 123 4 2 10 4 52 42 42 2 2 50 13 394 42 13 4 3 3 3 157 16 16 1208 1209 4 43
split_gain=11.0111 2.1767 1.11847 1.08926 0.998671 0.976517 0.86998 0.655904 0.638887 0.63727 0.628438 0.54489 0.58071 1.66316 0.516802 0.531281 1.45994 0.9095 0.909053 0.890565 0.841412 0.660666 0.659753 0.551795 1.08645 1.01635 0.539896 0.753758 0.508167 0.616852
threshold=0.10337500000000001 -0.061964999999999992 0.14262000000000002 0.081930000000000017 1.0000000180025095e-35 0.09173000000000002 0.14122000000000004 -0.062879999999999978 0.042705000000000007 1.0000000180025095e-35 -0.0060199999999999993 0.11066000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23452499999999996 -0.0021749999999999994 -0.081744999999999984 -0.0090649999999999984 -0.07743499999999999 -0.08484499999999999 -0.096099999999999977 -0.15447499999999995 0.095270000000000007 -0.0062799999999999991 0.19444000000000003 0.52822500000000006 0.099975000000000008 -0.074484999999999982 0.24564500000000003 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 11 6 -2 8 -4 14 28 -6 12 -3 -14 -1 17 -17 -16 21 23 -20 -19 -21 -18 -25 -26 27 -22 29 -10
right_child=1 2 7 -5 10 -7 -8 -9 9 -11 -12 -13 13 -15 15 16 19 18 20 22 26 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0041184189924742725 0.0028440966588672797 0.0011985698058246629 -0.00030361944075722595 0.0034241614033876885 0.0032196307883761103 0.0019249911039194399 0.0018787555767187075 0.0011851349941626459 0.0021030761072559799 0.0030744169049350765 0.0017928579667810811 0.00070517365861067925 0.0039519099135863324 0.0017478640896821135 0.0034247179401918804 0.0010269779245853645 0.0039368337297082355 0.0043438291838870657 0.0013854734755438917 0.0027016495702439748 0.0012532623074474971 0.0030575956216711562 0.0014059679617159325 0.0033402644766897488 0.00091304657320383632 0.003139439795747398 0.0035765877342007605 0.0027413635873230649 0.0014380657981933264 0.003040262938219932
leaf_weight=22 136 77 20 20 22 114 41 77 83 109 67 29 20 225 296 24 45 22 27 253 20 818 23 145 22 22 36 210 27 69
leaf_count=22 136 77 20 20 22 114 41 77 83 109 67 29 20 225 296 24 45 22 27 253 20 818 23 145 22 22 36 210 27 69
internal_value=0 0.0018732 0.00157845 0.00176154 0.00290692 0.00242498 0.0029362 0.000878175 0.00295528 0.00263289 0.00214554 0.0016668 0.00175341 0.00192779 0.00300205 0.00298954 0.00279242 0.0030632 0.00296875 0.0028755 0.00261746 0.00309128 0.00259368 0.00320791 0.00303435 0.00202624 0.00274251 0.00261196 0.00236403 0.00252851
internal_weight=0 718 468 371 2403 250 2314 97 2273 288 89 351 322 245 1985 1963 534 1429 1133 510 293 840 276 234 189 44 266 230 179 152
internal_count=3121 718 468 371 2403 250 2314 97 2273 288 89 351 322 245 1985 1963 534 1429 1133 510 293 840 276 234 189 44 266 230 179 152
is_linear=0
shrinkage=0.00732449


Tree=2075
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 1 2 150 2 2 2 2 3 10 481 14 15 47 16 15 0 16 0 131
split_gain=344.056 54.9899 31.1328 27.8545 23.1638 16.3986 11.8842 9.98911 9.5357 7.87638 7.04526 5.42031 6.0815 4.39472 3.61544 2.95473 2.91348 2.79509 2.32691 2.03398 1.64876 1.64275 1.96788 2.44844 2.17708 1.63815 2.17167 1.59078 1.63905 1.42837
threshold=0.10508500000000001 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.092845000000000025 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.089005000000000015 0.17025000000000004 0.14122000000000004 -0.13927999999999999 -0.38851999999999992 -0.0066299999999999996 -0.42495999999999995 -0.24436499999999997 0.090100000000000013 -0.29154999999999992 -0.15914499999999995 -0.10607499999999999 -0.0094449999999999968 -0.14920999999999998 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 17 8 -6 16 11 13 -5 15 14 18 -13 25 -4 21 -7 -18 -17 -3 -23 27 -25 -1 -27 28 -24 -2
right_child=1 2 7 10 6 9 -8 -9 -10 -11 -12 12 -14 -15 -16 20 19 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0030328352023713599 0.002680593124800683 0.0014283619984528269 0.00048684567605612023 0.0021846324741915182 0.002211782153526189 0.0026382256708551463 0.0011135874038663545 0.0014393254449501854 0.0031380383600485783 0.0015532046936080294 0.0012921779650568324 0.0018157068520505228 0.0015697053975551245 0.0017133781061654705 0.0024796755968165378 0.0027506818162259601 0.0003116985308962347 0.00056230664902296953 0.0022998383636156417 -0.00034187719389437531 0.0024646296402465809 0.00074432399491991183 0.0014699333012166849 0.0010847157091847129 0.001817153067453073 0.0022848850988832713 0.0026549050827812219 0.00078528621071427898 0.00099145191134802132 0.0021982860610173494
leaf_weight=28 47 31 119 37 82 62 37 25 76 39 60 23 23 30 274 59 28 30 346 22 448 48 27 21 21 43 900 52 59 24
leaf_count=28 47 31 119 37 82 62 37 25 76 39 60 23 23 30 274 59 28 30 346 22 448 48 27 21 21 43 900 52 59 24
internal_value=0 0.00117871 0.00102081 0.00247732 0.00127305 0.00251217 0.00187033 0.00049033 0.00257994 0.00224589 0.0016326 0.00255635 0.00236655 0.00230757 0.00242826 0.00259745 0.000349946 0.00102711 0.00235126 2.41252e-05 0.00249792 0.00108095 0.00103371 0.00111088 0.00145093 0.00264942 0.00263803 0.00100738 0.00114167 0.00251756
internal_weight=0 673 602 2448 408 2351 119 194 1874 477 97 1798 320 438 297 1478 169 289 408 50 507 259 228 180 42 971 943 138 86 71
internal_count=3121 673 602 2448 408 2351 119 194 1874 477 97 1798 320 438 297 1478 169 289 408 50 507 259 228 180 42 971 943 138 86 71
is_linear=0
shrinkage=0.00160853


Tree=2076
num_leaves=31
num_cat=0
split_feature=1 52 3 2 14 2 1456 2 9 0 0 3 52 41 10 123 160 2 2 4 12 484 1 2 43 1 49 401 4 16
split_gain=10.5892 2.31925 1.42594 0.897075 0.930667 1.05834 0.855303 0.820903 1.17191 0.839834 0.922443 0.795118 0.637112 0.626344 0.625167 0.579593 0.579351 0.696525 0.551621 0.64299 0.511204 0.568496 0.510612 1.16793 0.56686 0.595398 0.542177 0.448116 0.517745 0.839931
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.095545000000000005 0.076975000000000002 -0.13033999999999998 -0.049894999999999995 0.11682500000000001 -1.0000000180025095e-35 -0.14001499999999997 -0.07384499999999998 0.0022600000000000003 0.048770000000000008 0.08690500000000001 -0.0087699999999999983 1.0000000180025095e-35 1.0000000180025095e-35 0.10060500000000001 -1.0000000180025095e-35 0.010840000000000001 0.13597000000000004 0.091180000000000011 0.077565000000000009 0.089885000000000007 -0.12152999999999999 0.083135000000000014 0.11902500000000002 0.080710000000000018 -0.059649999999999988 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 -1 -3 8 14 11 -11 -10 -4 -9 -8 16 20 -18 -12 -20 21 27 26 24 -24 -26 -7 28 29 -5
right_child=1 2 12 15 -6 22 7 13 9 10 18 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00099383777070695964 0.0024902013098713946 0.0026804483810894788 0.00035773429239378563 0.0037196253223175184 0.0031970931381916099 0.0025667508247337266 0.0015533421489411032 0.0010557243254558123 0.00069213796876702288 0.0028740654196298637 0.001294524380828953 0.0019199939628284932 0.0014241796080190757 0.0022156017190762545 0.00029292577326876427 0.0014569439002991035 0.0033239429483993251 0.002316065665812465 0.0031603179808714558 0.0016938667680863552 0.0013062436923261462 0.0030910474705446414 0.0016284831535209624 0.0012154410092216287 0.0034975708706837211 0.0023992980343993764 0.0015980950309019382 0.0013987756074344453 0.0020125490385842601 0.0023000548295101161
leaf_weight=20 90 25 69 20 71 1114 32 192 37 52 44 51 34 21 32 40 40 92 20 31 28 27 37 37 21 453 24 31 225 111
leaf_count=20 90 25 69 20 71 1114 32 192 37 52 44 51 34 21 32 40 40 92 20 31 28 27 37 37 21 453 24 31 225 111
internal_value=0 0.00153178 0.001397 0.00240919 0.00248179 0.00245202 0.00152882 0.00147258 0.00168808 0.00189641 0.00219134 0.00140374 0.000709765 0.00117008 0.000923134 0.00219907 0.00225079 0.00262148 0.00181763 0.00226895 0.00214008 0.00219648 0.00246932 0.00230941 0.00238862 0.00244796 0.00254632 0.00213407 0.0021981 0.00251678
internal_weight=0 730 640 2391 1777 1706 537 512 299 235 147 88 103 213 64 614 574 132 95 51 442 414 1686 548 511 474 1138 387 356 131
internal_count=3121 730 640 2391 1777 1706 537 512 299 235 147 88 103 213 64 614 574 132 95 51 442 414 1686 548 511 474 1138 387 356 131
is_linear=0
shrinkage=0.00637641


Tree=2077
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 0 47 1 2 4 4 4 0 3 160 15 47 14 150 1 4 51 3 16
split_gain=236.145 40.5293 23.3897 18.513 13.402 11.9174 8.19462 7.30943 6.05405 5.93072 5.42791 4.67407 6.44421 6.46971 4.57507 4.29333 3.73241 2.85856 3.60961 2.31813 2.28882 2.19498 2.14369 2.24061 2.05923 1.96904 1.83618 1.79305 1.73039 1.68623
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.092845000000000025 0.40473500000000007 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.14285500000000004 0.0061450000000000003 0.27834500000000006 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 -0.067824999999999983 -0.41942499999999994 0.090100000000000013 -0.23083499999999998 1.0000000180025095e-35 0.11669000000000002 0.053180000000000012 -0.085989999999999997 -0.011549999999999998 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 11 14 24 -5 -6 12 13 -1 16 17 -4 -13 -19 -20 -18 -16 23 -3 26 27 -7 -25 -22 -15
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 15 -14 29 21 -17 20 18 19 -21 28 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.001918448474964903 0.0019657840065004806 0.0012353496277477489 0.0010398400520349256 0.0017649039736896076 0.0017547248795438592 0.0018865035579455154 0.0024435292197814876 0.0011753295838355536 0.0012371196123915954 0.0010614631751331473 0.0010704337997488652 0.0025138549083948262 0.0023122058910714947 0.00096808892007858708 0.00055819350806347748 0.0017418292493453203 0.00092163550113550773 0.0020542309621620195 0.0015468086261576266 0.001932653202150539 0.00068236140016056422 0.00013565818129166666 0.0012861349046802419 0.00053209657146082476 0.0014124424254067006 0.00051868059460758961 0.0016790669085176826 0.0009766321256757509 0.00026624914598864032 0.0014558733836136366
leaf_weight=58 76 33 39 37 74 279 76 37 39 58 31 22 30 22 37 110 23 1142 32 354 31 62 33 20 24 29 113 118 48 34
leaf_count=58 76 33 39 37 74 279 76 37 39 58 31 22 30 22 37 110 23 1142 32 354 31 62 33 20 24 29 113 118 48 34
internal_value=0 0.00101998 0.000903096 0.00192951 0.00114547 0.00195368 0.00200193 0.000607349 0.00175432 0.00133543 0.0015527 0.00198333 0.00174607 0.00159708 0.000519785 0.00200391 0.000678614 0.00202251 0.00201544 0.00190067 0.000540498 0.000293575 0.000961954 0.000908464 0.00180281 0.00084387 0.00182671 0.000912207 0.000429534 0.00126424
internal_weight=0 691 615 2430 338 2335 1880 277 455 95 105 1804 144 114 240 1660 141 1550 1528 386 102 99 233 200 416 167 392 138 79 56
internal_count=3121 691 615 2430 338 2335 1880 277 455 95 105 1804 144 114 240 1660 141 1550 1528 386 102 99 233 200 416 167 392 138 79 56
is_linear=0
shrinkage=0.00137286


Tree=2078
num_leaves=31
num_cat=0
split_feature=1 52 1 124 42 2 160 43 50 14 15 12 0 157 16 4 150 4 0 133 13 42 394 13 16 12 133 157 2 4
split_gain=9.8685 2.14477 1.33648 0.857167 0.758186 0.752247 0.676684 0.644035 0.584608 0.531951 0.537779 0.527108 0.498766 1.06598 1.65675 1.64556 1.22913 0.60511 0.591752 0.481987 0.480929 0.633591 0.588011 0.644638 0.566107 1.0407 0.827057 0.792946 0.574528 0.514556
threshold=0.10312500000000001 -0.40967499999999996 0.13657000000000002 -0.076779999999999987 -0.0060199999999999993 0.13404500000000005 -0.40698999999999991 0.084740000000000024 -0.35497999999999996 0.062655000000000016 0.090455000000000021 0.086095000000000019 -0.10474999999999998 -0.067349999999999979 -0.040964999999999994 -0.0016099999999999997 0.089910000000000018 0.015030000000000002 -0.099059999999999995 0.11667000000000001 0.0061450000000000003 0.086730000000000015 -0.038399999999999997 0.17001000000000002 0.0065250000000000004 0.087075000000000014 0.08653000000000001 -0.0091799999999999989 0.099185000000000009 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 -1 9 -3 8 -8 12 11 -11 13 -5 15 -15 -17 18 -14 -19 21 24 -22 29 28 27 -27 -26 -20 -24
right_child=1 2 -4 5 -6 -7 7 -9 -10 10 -12 -13 17 14 -16 16 -18 19 20 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0024028290240561559 0.0024062583450659889 0.0026833134623305685 0.00083976973784640591 0.00062109701624323932 0.0012080489048948467 0.0015575371293910117 0.0024501619990552914 0.0023499570220584013 0.0013366579273004428 0.0039579785224678381 0.0022875953902978439 0.0025900967487764112 0.0035056761519675528 0.00023845285012907187 0.0036010504626571224 0.0025840085521418236 0.0012040547137170004 0.0021560436785623941 0.0026076366975013318 0.0011646886115529785 0.0011061074587012532 0.0022970740775603545 0.0027770709848333993 0.0027559431870771717 0.0030669135671472572 0.00078667648179185873 0.0024583642544777004 0.0019213967161316632 0.0035425415496284163 0.0018491599963512591
leaf_weight=39 90 20 170 20 53 49 21 32 397 26 37 22 21 21 30 97 38 153 675 24 21 639 31 72 61 31 21 44 29 137
leaf_count=39 90 20 170 20 53 49 21 32 397 26 37 22 21 21 30 97 38 153 675 24 21 639 31 72 61 31 21 44 29 137
internal_value=0 0.00146616 0.00133396 0.00233013 0.00171453 0.00235476 0.00151271 0.00146068 0.0013926 0.00237212 0.00287683 0.00333103 0.00235231 0.00204788 0.0022013 0.00193212 0.00219558 0.00238432 0.00242034 0.00202162 0.0024074 0.00245224 0.00214973 0.00224105 0.00256739 0.00221424 0.00146178 0.00258689 0.00264615 0.00202038
internal_weight=0 730 640 2391 92 2299 470 450 418 2250 85 48 2165 206 186 156 135 1959 1782 177 1761 1500 261 240 861 157 52 105 704 168
internal_count=3121 730 640 2391 92 2299 470 450 418 2250 85 48 2165 206 186 156 135 1959 1782 177 1761 1500 261 240 861 157 52 105 704 168
is_linear=0
shrinkage=0.00650394


Tree=2079
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 1 14 2 4 1 47 457 15 10 1447 3 159 1 0 52 52 42 1 3 131
split_gain=177.269 27.702 18.0259 14.5585 10.4935 8.86943 6.92537 5.19354 5.18965 5.03669 4.5885 4.13649 3.81266 2.4077 2.27429 2.20725 1.86026 1.80583 1.81895 1.67566 1.64741 1.49481 2.14257 1.74797 1.49676 1.59836 1.51189 1.45644 1.38707 1.3539
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.090540000000000023 0.090100000000000013 0.097135000000000013 -0.41942499999999994 -0.38124499999999995 -0.082869999999999985 -0.010424999999999999 0.082585000000000006 0.085110000000000005 -0.072894999999999988 -0.56176499999999996 0.086450000000000013 0.083425000000000013 0.11588000000000001 1.0000000180025095e-35 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 15 6 8 12 11 27 -5 14 13 -4 -1 28 19 -14 -19 -10 -15 24 23 -23 -21 26 -26 -6 -3 -2
right_child=1 2 7 10 9 -7 -8 -9 16 -11 -12 -13 17 20 -16 -17 -18 18 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021389275601386179 0.0021447410002192833 0.00090843477814808987 0.001135685666425927 0.0018677517274411685 0.0020535001815385812 0.001402277793407871 0.0012506237724972523 0.00130501385757064 0.0022843257096388978 0.0010777049622716192 0.0011890606693794367 0.0025194206239165205 0.0007049779264773166 0.00094549694765040638 0.0019773348679737127 0.0014574790145916606 0.001532440345395174 0.00055407092697435734 4.8078748346194787e-07 0.0022385244591418166 0.00056486086067176436 0.0021612381597937991 0.0025670468811220953 0.001734168038282115 0.001763805847675942 0.0020104838583974434 0.0019619991093637094 0.0016322547179464597 0.0011669471820433637 0.0016830789304510226
leaf_weight=1092 54 99 40 37 44 48 24 34 42 24 60 59 32 41 245 33 21 25 30 38 72 76 21 31 182 300 172 33 92 20
leaf_count=1092 54 99 40 37 44 48 24 34 42 24 60 59 32 41 245 33 21 25 30 38 72 76 21 31 182 300 172 33 92 20
internal_value=0 0.00114504 0.00103695 0.00202341 0.00127838 0.00204715 0.00206059 0.000750579 0.00206912 0.00168399 0.00144794 0.00212665 0.000672034 0.000816097 0.00210932 0.0010955 0.00197818 0.000418684 0.000252113 0.00198904 0.000702968 0.00197391 0.00212439 0.00203751 0.00194608 0.00192909 0.0018601 0.00187297 0.00103295 0.00201997
internal_weight=0 673 599 2448 325 2351 2303 274 2279 101 97 1396 240 153 1337 224 883 87 55 862 113 820 128 107 692 654 354 77 191 74
internal_count=3121 673 599 2448 325 2351 2303 274 2279 101 97 1396 240 153 1337 224 883 87 55 862 113 820 128 107 692 654 354 77 191 74
is_linear=0
shrinkage=0.00151575


Tree=2080
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 2 4 3 47 1 11 2 2 4 3 12 2 1 13 4 1 15 10 14 4 0 49 12 0 47
split_gain=205.192 33.9325 22.5821 15.1354 12.331 9.30746 9.13189 8.37123 8.23441 6.61628 6.11303 5.72307 4.62437 3.54657 2.85637 2.77603 2.66168 2.26817 2.23495 2.35769 2.30343 2.19687 2.20896 2.17277 1.8634 1.78023 1.55369 1.51463 1.49969 1.40301
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 -0.022174999999999997 0.13082500000000002 0.092845000000000025 1.0000000180025095e-35 0.089885000000000007 0.14753000000000002 0.42051500000000003 -0.116045 0.09320500000000001 0.094835000000000017 0.086920000000000011 -0.117405 -0.0073899999999999999 0.088975000000000012 -0.41942499999999994 -0.38124499999999995 -0.41790499999999997 0.51388000000000011 -0.23091999999999999 0.088340000000000016 0.095780000000000018 -0.064339999999999994 0.10728500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 7 6 10 28 12 16 11 17 13 -4 -13 -12 -1 25 -16 -20 27 -14 -23 -15 -25 -5 -18 -21 29 -3
right_child=1 2 8 5 -6 -7 -8 -9 -10 -11 15 14 21 23 18 -17 26 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025240177894960661 0.0023642341652806262 0.0026304794668314006 0.0012420979361864874 0.0029316802170528057 0.001239534976215194 0.001568121405850645 0.0013737298761740599 0.0012813120515068797 0.0015573594778667105 0.001436170208283043 0.002864819894629605 0.0018412607326292066 0.00078113841497395289 0.0011628057161073716 0.0017583933039014038 0.0024034986386713194 0.0016085639385722559 0.002311425112045149 0.0023592054630761782 0.0023124282659104777 0.0016933134648884163 0.00060419556905025372 -4.3204629365505839e-05 0.00031860535819517802 0.00082515720759608244 0.0024465181425909108 0.0021662987701921294 0.0020713483935154526 0.0018566025394046524 0.0021124521173469168
leaf_weight=28 71 24 54 20 207 39 24 39 37 66 90 44 32 23 22 54 24 395 405 163 24 25 30 34 42 907 28 115 24 31
leaf_count=28 71 24 54 20 207 39 24 39 37 66 90 44 32 23 22 54 24 395 405 163 24 25 30 34 42 907 28 115 24 31
internal_value=0 0.00131252 0.00118848 0.00231538 0.0014761 0.00234724 0.00236066 0.00189108 0.000851027 0.00181316 0.00237124 0.00234921 0.000742134 0.000910503 0.00223926 0.00269182 0.00212418 0.00241349 0.00226328 0.00227899 0.00217143 0.000446037 0.000251068 0.000729633 0.000598542 0.00245699 0.00190888 0.0022127 0.0021921 0.0023385
internal_weight=0 673 602 2448 325 2302 2263 118 277 146 2239 2095 240 153 773 144 80 1322 729 707 302 87 55 99 76 927 52 278 79 55
internal_count=3121 673 602 2448 325 2302 2263 118 277 146 2239 2095 240 153 773 144 80 1322 729 707 302 87 55 99 76 927 52 278 79 55
is_linear=0
shrinkage=0.00160853


Tree=2081
num_leaves=31
num_cat=0
split_feature=1 4 1 4 150 52 15 2 4 2 14 2 13 3 401 2 0 147 15 13 48 1446 11 16 4 0 39 0 159 50
split_gain=10.2792 1.53356 1.3962 1.3911 1.05903 0.911973 1.00182 0.814445 1.38487 0.788261 0.759785 0.71647 0.637767 0.675201 0.651154 0.480027 0.65332 0.477912 0.492411 0.840685 0.614066 0.674565 0.626648 0.559322 0.515297 1.62051 0.469791 0.64149 0.467201 0.505184
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.17966999999999997 0.084680000000000019 1.0000000180025095e-35 0.035560000000000008 0.10644500000000001 -0.07168999999999999 0.25063000000000007 0.062655000000000016 0.14530500000000005 0.10820000000000002 -0.12018999999999998 0.085900000000000018 0.088125000000000023 -0.068944999999999992 0.089365000000000014 -0.17952999999999997 -0.013304999999999999 0.088875000000000023 0.11018500000000002 0.080150000000000013 0.22339500000000004 -0.17966999999999997 -0.065229999999999996 0.10226500000000001 -0.036484999999999997 0.11389500000000001 0.11875500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 11 6 15 10 -9 12 17 -2 13 -3 26 16 -5 18 19 -1 21 22 24 -22 -20 28 27 -15 29 -26
right_child=1 9 3 5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0042262523642593881 0.002154802040628164 0.0021289635532413206 0.0027641770913708645 0.0021915621635569694 0.0010840735269215286 0.002459123162755367 0.0025903958662247223 0.00064802021245972258 0.0022676004657367073 -0.00015339172329219264 0.0031360952439990352 0.00092884682490217271 0.00016762929398609719 0.0012249596450777005 -6.1393856640468779e-05 0.00098853595538358542 0.00087582896997058491 0.001654664224892786 0.0030592440369108047 0.0024680889368197648 0.0022678520774050827 0.003470048766225366 0.0013314207853659522 0.0012732354074981747 0.0025563737734920211 0.00086822724765144726 0.00063756971032778969 0.002522599762470038 0.0017505193458016725 0.0018829955267731053
leaf_weight=20 172 34 82 48 82 64 34 27 231 24 83 25 28 103 20 92 27 32 74 33 157 33 21 31 1361 28 45 21 36 53
leaf_count=20 172 34 82 48 82 64 34 27 231 24 83 25 28 103 20 92 27 32 74 33 157 33 21 31 1361 28 45 21 36 53
internal_value=0 0.0013768 0.00239313 0.00199397 0.00173026 0.00175564 0.00153165 0.00245552 0.00209811 0.0010182 0.00250252 0.00199922 0.00113023 0.00125109 0.00109317 0.00131609 0.0017179 0.00247454 0.00248874 0.00313155 0.00246975 0.00251258 0.0024925 0.00210385 0.00250821 0.00248062 0.0012298 0.00144472 0.00251175 0.00253113
internal_weight=0 554 2567 347 279 265 201 2220 258 275 1962 197 251 223 189 167 75 1879 1847 53 1794 1606 1573 188 1552 1478 169 124 1450 1414
internal_count=3121 554 2567 347 279 265 201 2220 258 275 1962 197 251 223 189 167 75 1879 1847 53 1794 1606 1573 188 1552 1478 169 124 1450 1414
is_linear=0
shrinkage=0.0067667


Tree=2082
num_leaves=31
num_cat=0
split_feature=1 52 3 1 39 44 0 52 50 4 33 3 47 14 124 48 0 156 52 16 0 1 52 0 1451 13 0 48 1451 2
split_gain=8.32618 1.30063 1.15322 1.06477 0.942276 0.770746 0.7519 0.72866 0.710962 0.692858 0.691975 0.57834 0.670186 0.552656 0.676349 0.509858 0.57224 0.505503 0.499077 0.491632 0.583529 0.537194 0.491113 0.493189 0.466893 0.460925 0.423882 0.410809 0.410136 0.414332
threshold=0.10920500000000001 -0.26636999999999994 0.11924500000000002 0.14860500000000001 0.056590000000000008 0.081805000000000017 -0.10836499999999999 -0.087769999999999987 0.14026500000000003 0.042705000000000007 0.08573500000000002 0.31534000000000006 0.090100000000000013 -0.46166999999999997 -0.076164999999999983 -1.0000000180025095e-35 -0.14723999999999998 0.013700000000000002 0.048770000000000008 -0.015314999999999997 -0.06563999999999999 0.11323000000000001 1.0000000180025095e-35 -0.067094999999999988 0.089825000000000002 -0.059629999999999996 -0.019414999999999998 0.13723000000000002 0.081365000000000007 0.13093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 5 9 -4 -6 10 24 11 12 13 -3 25 -11 -17 -18 -13 21 -21 -16 23 -9 28 -15 -5 -14 29 -1
right_child=1 3 6 26 7 -7 -8 22 -10 15 -12 18 27 14 19 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022485202571431513 0.0022800650529573086 0.0017729238133311325 0.00010566450110858872 0.00075006552593518652 0.0024749955888222898 0.0033439661339641738 0.0018508194300509255 0.0014261042003840992 0.0024381102602961573 0.00094972210912110729 0.0023874439111215909 -0.00023192497543853601 0.0019834885471984678 0.00089280566928186256 0.0023104670024953677 0.0030250797666041556 0.0019824157405550756 0.00095282192814679408 0.0011654986971742904 -0.00033047976994099324 0.0012845303017817544 0.0011446200711151858 0.0020738246935748817 0.00023103472229311448 0.0031780757761363963 -0.00031363997055422629 -0.00039861067102453887 0.00088025236035233639 0.0012879565966064349 0.0012696081182968118
leaf_weight=1957 50 41 20 38 39 27 26 64 22 24 21 25 68 29 22 22 242 24 22 20 21 102 36 21 24 29 24 20 21 20
leaf_count=1957 50 41 20 38 39 27 26 64 22 24 21 25 68 29 22 22 242 24 22 20 21 102 36 21 24 29 24 20 21 20
internal_value=0 0.00123912 0.00215382 0.00113585 0.00217319 0.00220725 0.00109206 0.00167066 0.00125234 0.0021941 0.00119022 0.00112721 0.00122135 0.00105088 0.000918129 0.0018973 0.00197626 0.00188952 0.000422188 0.00113907 0.000496721 0.00135146 0.00141141 0.00113085 0.00223989 0.000289583 0.000305417 0.00173275 0.00222863 0.00223862
internal_weight=0 554 2567 504 2521 2361 46 160 442 2334 420 399 352 264 223 312 288 266 47 165 41 124 121 85 2022 58 62 88 1998 1977
internal_count=3121 554 2567 504 2521 2361 46 160 442 2334 420 399 352 264 223 312 288 266 47 165 41 124 121 85 2022 58 62 88 1998 1977
is_linear=0
shrinkage=0.0067667


Tree=2083
num_leaves=31
num_cat=0
split_feature=1 4 1 484 12 42 15 150 2 1 1210 2 1 0 0 483 16 52 11 1429 52 133 0 16 4 51 4 52 123 2
split_gain=6.7442 1.15925 1.00789 0.823785 0.785761 0.763371 0.74368 0.720942 0.710691 0.94648 0.663382 0.611886 0.59346 0.590889 0.598811 0.586072 0.632683 0.779032 0.75459 0.689662 1.02126 0.630885 0.559574 0.601577 0.647381 0.519677 0.51321 0.887172 0.688532 0.685529
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 -0.020124999999999994 0.089150000000000021 0.091295000000000015 0.035560000000000008 0.084680000000000019 0.089005000000000015 0.08864000000000001 -0.15347999999999998 0.25063000000000007 0.085345000000000018 -0.026509999999999995 -0.14051499999999997 -0.095084999999999989 -0.11227499999999999 0.40674500000000008 1.0000000180025095e-35 0.084770000000000012 -0.057699999999999994 0.085265000000000021 0.041630000000000007 0.023255000000000001 -0.46376499999999993 0.0038750000000000004 0.052250000000000012 -0.088614999999999985 0.083745000000000014 0.09358000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 8 -4 5 6 26 13 10 12 -1 -3 22 14 -2 -12 21 18 19 25 -21 -17 -10 -24 -25 -18 27 -5 29 -29
right_child=1 11 3 4 -6 -7 -8 -9 9 -11 15 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0034596596457621386 0.0007929226149080541 0.00095734467137213622 0.0027156870149167133 0.0019372902424142362 0.0019788317476606828 0.00012223726607808822 0.0028102859155228152 0.00094379992559462324 0.0020492423412559356 0.00060581419250028252 0.0031549802958478717 -0.00024280732635639191 0.0031608567520903475 0.00088399356369991315 0.002092080567798439 0.0030816660354576466 0.0022333654629054654 0.0008061317896082879 0.0034577855466233535 6.3734544269925593e-05 0.0021883109566792954 0.0016671171905011941 0.00049723842671946358 0.0024579813805201359 0.00087709659826367987 0.0015056485987686471 0.0019989604772534791 0.00091933029013556075 0.0013757375214641758 -0.00082505553726858151
leaf_weight=23 21 251 44 50 240 22 21 82 815 25 34 24 23 34 142 72 804 22 23 20 28 21 25 34 22 54 52 26 46 21
leaf_count=23 21 251 44 50 240 22 21 82 815 25 34 24 23 34 142 72 804 22 23 20 28 21 25 34 22 54 52 26 46 21
internal_value=0 0.00118347 0.00205708 0.00177545 0.0016889 0.00139654 0.00152633 0.00150958 0.00212897 0.0019844 0.00225293 0.000852604 0.0020219 0.00174509 0.0019247 0.00222718 0.00219697 0.00214168 0.00217331 0.0021407 0.00130307 0.00276225 0.00199267 0.00142344 0.00183692 0.00218757 0.00138806 0.00116591 0.000751187 0.000139924
internal_weight=0 554 2567 522 478 238 216 279 2045 944 1101 275 919 197 163 1078 1044 951 929 906 48 93 896 81 56 858 195 143 93 47
internal_count=3121 554 2567 522 478 238 216 279 2045 944 1101 275 919 197 163 1078 1044 951 929 906 48 93 896 81 56 858 195 143 93 47
is_linear=0
shrinkage=0.00718087


Tree=2084
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 4 47 2 1 14 47 0 15 47 4 3 49 49 3 151 50 0 0 15 15 16
split_gain=278.761 33.0757 29.9159 19.515 18.7133 14.1912 11.2078 9.02782 8.48194 6.71987 6.11992 5.46699 5.11614 4.52272 4.50841 4.8959 4.17298 4.00173 3.86499 3.93057 2.99073 2.74312 2.97033 2.94245 2.7087 2.69817 2.53455 2.49993 2.30321 2.05267
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090285000000000018 -0.16363499999999997 0.27287000000000006 0.033845000000000007 0.077555000000000013 0.11389000000000002 0.12765500000000005 0.076175000000000007 0.10670500000000001 -0.062294999999999996 0.13592500000000005 0.091680000000000011 -0.059649999999999988 0.090900000000000009 -0.012034999999999999 -0.066019999999999981 -0.013929999999999998 -0.082829999999999973 0.041865000000000006 -0.11242999999999999 -0.092404999999999973 -0.095244999999999982 0.013270000000000002 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 10 8 13 -6 14 16 11 18 -10 25 28 -16 26 21 -1 29 -2 22 -9 -23 -7 27 -8 -4 -3 -20
right_child=1 5 6 -5 7 24 9 17 12 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002709692990204206 0.0017187673868299782 0.0011344276650812688 0.0027027503974852932 0.0012180214610517657 0.0025498945416223251 0.00035849005599856499 0.0028881414110117293 0.0013087147519372079 0.0012623920103234101 0.0021870717432288253 0.0030584326617092688 0.0015314581789423131 0.00067197736533982191 0.0032058187386449872 0.0023391884072356617 0.0012891717364819143 0.0018632916882651048 0.0021177504309569974 0.002204635042773457 0.0016674063563224594 0.0024050716956923487 0.0016868963538085608 0.0020716405434489751 0.0010152187835002868 0.00098948727030699906 0.0027069102098308292 0.0025328433711463293 0.0019169893570682415 0.0016464980732601451 0.0027311708682762311
leaf_weight=71 20 73 20 74 31 75 56 23 70 171 35 20 83 46 27 20 23 31 53 25 92 27 31 45 23 1053 718 22 33 30
leaf_count=71 20 73 20 74 31 75 56 23 70 171 35 20 83 46 27 20 23 31 53 25 92 27 31 45 23 1053 718 22 33 30
internal_value=0 0.00129771 0.00252549 0.00185901 0.00213454 0.0010393 0.00260372 0.00175665 0.0012099 0.00247641 0.00243816 0.00232906 0.000942102 0.00271172 0.00147771 0.00189237 0.00253849 0.00160002 0.00241818 0.00222654 0.00228252 0.00147264 0.00174669 0.0012671 0.000506581 0.00269096 0.00255855 0.00229116 0.00129385 0.00239495
internal_weight=0 590 2531 186 422 404 2109 188 306 968 234 199 153 1141 153 47 797 157 179 108 112 126 54 72 98 1095 774 42 106 83
internal_count=3121 590 2531 186 422 404 2109 188 306 968 234 199 153 1141 153 47 797 157 179 108 112 126 54 72 98 1095 774 42 106 83
is_linear=0
shrinkage=0.00160853


Tree=2085
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 47 1 14 2 2 4 1 11 1 4 43 131 2 47 3 43 12 0 131 4 12
split_gain=186.286 29.4777 17.5654 15.2457 9.86169 8.94807 7.39735 6.19823 5.54476 5.22959 5.10263 4.59109 3.86737 3.20173 3.15781 2.67633 2.19629 3.34583 4.59307 1.88594 1.84412 2.51792 1.72307 1.67222 2.23701 1.71842 1.45113 1.42806 1.36824 1.35337
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.11474000000000002 0.089885000000000007 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.090540000000000023 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.14792499999999997 0.082750000000000004 0.31358000000000003 0.090100000000000013 -0.11171999999999999 0.016310000000000002 0.095780000000000018 -0.23091999999999999 0.09031500000000002 0.015030000000000002 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 22 6 8 29 11 12 -5 15 13 -4 -15 -1 17 23 -19 -18 21 -14 26 24 -10 -25 -3 -2 -27 -6
right_child=1 2 9 10 7 -7 -8 -9 16 -11 -12 -13 20 14 -16 -17 19 18 -20 -21 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.0028523419816514255 0.0029152255472753605 0.002006878427553203 0.0011331720759946936 0.0025585181851455275 0.0027428883938157805 0.002031605435466175 0.0018374113422104975 0.0015609608830147047 0.0026961363382028355 0.0018814827851367883 0.0017683218185778919 0.0032938977313865486 0.0010110636454900303 0.0020362246103714184 0.0013206461392926785 0.002658802625172292 0.0024932642644294413 0.0027692494577703712 0.0018539626937864456 0.0030735288541764399 0.0014059821443671505 0.00032396074305447785 0.0020267673529558621 0.002763103080108447 0.0019772379871349538 0.00266499850585184 0.0015586709096535433 0.0024134877709589306 0.0024045759036559083 0.0022982173393897879
leaf_weight=1092 47 23 71 37 41 48 24 24 27 37 60 59 59 31 39 245 21 28 34 62 20 20 33 406 22 205 168 24 78 36
leaf_count=1092 47 23 71 37 41 48 24 24 27 37 60 59 59 31 39 245 21 28 34 62 20 20 33 406 22 205 168 24 78 36
internal_value=0 0.00172577 0.00160549 0.00271992 0.0018694 0.00274675 0.00276165 0.00230354 0.00277139 0.00129585 0.00206974 0.00283704 0.00120556 0.00138357 0.00163755 0.00281688 0.0026676 0.00264071 0.00226732 0.00292671 0.000952036 0.000837114 0.00167365 0.00267208 0.00237337 0.00269333 0.00161264 0.00274562 0.00259322 0.00253499
internal_weight=0 673 602 2448 325 2351 2303 101 2279 277 97 1396 240 141 70 1337 883 800 62 83 99 79 224 738 49 689 191 71 283 77
internal_count=3121 673 602 2448 325 2351 2303 101 2279 277 97 1396 240 141 70 1337 883 800 62 83 99 79 224 738 49 689 191 71 283 77
is_linear=0
shrinkage=0.00167351


Tree=2086
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 3 47 11 0 4 3 12 0 15 2 2 4 10 2 48 4 11 4 2 43
split_gain=142.855 18.2579 15.6487 13.4583 10.0806 8.02729 5.39258 5.0187 4.81706 3.77008 3.638 2.82027 2.69257 2.37592 2.3446 2.91839 2.21892 2.07773 1.94403 1.81843 1.75422 1.69355 1.6572 1.64949 1.74408 1.4099 1.35875 1.71483 1.18518 1.16472
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.090285000000000018 -0.16363499999999997 0.40124500000000002 0.033845000000000007 -0.11171999999999999 0.077555000000000013 1.0000000180025095e-35 -0.11242999999999999 -0.046564999999999988 0.092670000000000016 0.13597000000000004 -0.067094999999999988 0.040760000000000005 0.14122000000000004 0.17760500000000004 -0.036839999999999991 -0.3960249999999999 0.10444500000000002 0.085325000000000012 0.27834500000000006 0.080455000000000013 -0.15464999999999998 0.095545000000000005 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 20 12 -6 21 16 -1 14 13 -4 -12 -16 26 23 -14 29 25 -5 -22 24 -9 -3 27 -8 -29 -2
right_child=1 5 6 8 7 -7 9 17 -10 -11 11 -13 18 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001288437661622385 0.00086643849569395569 0.00094108024618223211 0.0015881726043877535 0.0021149953799265353 0.0019213915996424329 0.0013585331143466215 0.001545720287743773 0.0017720906075203617 0.0011328120720802497 0.0016524744523679147 0.0020796069352234953 0.0023240488166102898 0.0020432135091086692 0.0020096499695490292 0.0018163691346093991 0.0011920685517083586 0.0014856619284734768 0.00085890875084460483 0.002513749690125593 0.00064079183378825018 0.0006116272030352144 0.0016856538960123145 4.4314673295640928e-06 0.0011270409997764998 0.0012814719630737555 0.00058906839487087189 0.002131670804689029 0.0019605378742050795 0.0018190399425144592 0.0011507037008679751
leaf_weight=26 45 35 33 32 31 39 31 29 32 171 58 32 41 1024 96 22 29 28 43 25 22 70 21 57 43 122 67 467 203 147
leaf_count=26 45 35 33 32 31 39 31 29 32 171 58 32 41 1024 96 22 29 28 43 25 22 70 21 57 43 122 67 467 203 147
internal_value=0 0.00104648 0.00189128 0.00127091 0.0016195 0.000716886 0.00194566 0.00135291 0.00165616 0.00186078 0.00183369 0.00190184 0.00201766 0.00199649 0.00182508 0.00169997 0.00190547 0.00124067 0.00228408 0.00103301 0.000591765 0.00182035 0.00031509 0.00132353 0.00147908 0.000667542 0.00192132 0.00190122 0.00191767 0.00108408
internal_weight=0 590 2531 351 422 239 2109 188 134 968 234 208 1141 1057 176 118 797 157 84 217 200 102 43 129 72 157 768 701 670 192
internal_count=3121 590 2531 351 422 239 2109 188 134 968 234 208 1141 1057 176 118 797 157 84 217 200 102 43 129 72 157 768 701 670 192
is_linear=0
shrinkage=0.00154607


Tree=2087
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 2 9 4 132 2 14 10 123 2 0 4 16 13 4 401 3 15 156 15 1 2 52 133 133
split_gain=8.57369 1.91878 1.41878 0.818916 0.790871 0.759461 0.714374 1.14203 0.741909 0.714231 0.776414 0.687848 0.603646 0.549585 0.538911 0.69136 0.552107 0.549044 0.538592 0.798344 0.648389 0.666236 0.537376 0.513201 0.591735 0.482656 0.946392 1.33501 0.587505 1.04867
threshold=0.10312500000000001 -0.52606999999999993 0.31370500000000007 0.40124500000000002 0.095545000000000005 -0.049894999999999995 0.11682500000000001 -1.0000000180025095e-35 -0.03898999999999999 0.10365500000000001 0.15950500000000004 0.076975000000000002 -0.0087699999999999983 0.084025000000000016 0.092235000000000025 0.024095000000000002 0.41816000000000003 -0.0073349999999999986 0.10002500000000002 -0.011209999999999999 0.080710000000000018 -0.14847999999999997 -0.11713499999999999 0.10272000000000002 -0.042209999999999991 0.077565000000000009 0.086100000000000024 -0.0027449999999999996 0.024320000000000005 0.09635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 11 -3 7 12 -9 10 -4 25 -7 18 15 22 17 -16 20 -20 21 -6 -10 24 -8 -1 28 -28 -27 -30
right_child=1 2 9 -5 13 6 23 8 14 -11 -12 -13 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0026188901754123084 0.0027502506928318714 0.0028200507507172116 0.00070203792465940999 0.0010013404782030768 0.0034251698875107958 0.00154385215288195 0.0012463235769985741 0.0033510775286334335 0.0032974622448642969 0.0015887639992351855 -0.00098448112743378287 0.003294405540523803 6.3691350952807719e-05 0.0012514436304875895 0.0014654869379633251 0.00085269530121323165 0.0024177641018406884 -1.2550142104760312e-05 0.002218403802313155 0.00050823229737165525 0.0013681613311488973 0.0023719041568987529 0.0020732540736012111 0.0021954839338679307 0.00023819620009633881 0.0026200950210611617 0.0021585804976239176 -0.00013501777663475349 0.00077118347298273744 0.002423412114027856
leaf_weight=1138 67 26 51 22 38 32 146 20 27 29 23 71 32 31 54 21 23 20 51 23 34 424 91 24 44 366 56 20 30 87
leaf_count=1138 67 26 51 22 38 32 146 20 27 29 23 71 32 31 54 21 23 20 51 23 34 424 91 24 44 366 56 20 30 87
internal_value=0 0.00152126 0.00139706 0.00246479 0.00247838 0.00154825 0.00148632 0.00171425 0.00194187 0.000575097 0.00017785 0.00255956 0.000803772 0.00223957 0.00182245 0.00212665 0.00138653 0.00106602 0.00229331 0.00168686 0.00238379 0.00245854 0.00235337 0.00114549 0.00101286 0.00252882 0.00234545 0.001555 0.00246983 0.00199976
internal_weight=0 730 663 2391 2369 560 534 320 256 103 74 1768 64 601 236 139 97 74 570 74 496 462 118 214 190 1697 559 76 483 117
internal_count=3121 730 663 2391 2369 560 534 320 256 103 74 1768 64 601 236 139 97 74 570 74 496 462 118 214 190 1697 559 76 483 117
is_linear=0
shrinkage=0.0076204


Tree=2088
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 15 2 0 47 4 4 15 0 0 0 12 2 1 1 50 43 4 1 43 4 1 0
split_gain=162.876 20.668 17.7433 11.9374 11.3484 7.93898 6.75312 6.04087 5.31298 3.95544 3.89014 3.78693 3.56957 2.85041 3.88504 2.78325 2.45516 2.35553 3.59786 2.30936 2.1727 2.08828 2.02682 1.92117 2.52271 1.70786 1.93667 2.68546 1.68246 1.64244
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.090455000000000021 -1.0000000180025095e-35 0.024640000000000006 0.10803500000000001 -0.23194499999999998 0.081320000000000017 0.033845000000000007 -0.064054999999999987 -0.03241999999999999 -0.14832499999999996 -0.11173999999999999 -0.097024999999999986 0.13597000000000004 0.099185000000000009 0.122715 0.12958500000000003 0.041865000000000006 -0.078654999999999989 -0.033174999999999989 0.10124500000000002 -0.081454999999999986 0.0067750000000000006 0.12000500000000001 -0.093039999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 20 7 15 28 11 21 -1 25 17 19 -15 -4 -17 -8 -19 -12 -2 -9 -7 -11 -25 26 -5 29 -3 -28
right_child=1 5 6 8 -6 22 12 9 -10 23 13 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0025992973200981112 0.0019970181730569496 0.0011395311683307552 0.0025051367330074419 0.0010961562256076075 0.0011418402882181697 0.00055698231023957722 0.0023963463706612349 0.001970575633387961 0.0022285044004490013 0.00080425519372329373 0.002333503601716436 0.0018546916524804684 0.0018039807428781125 0.0019624898854578628 0.0013191284551425137 0.001817282115906402 0.002161027469490815 0.0020386683901149629 0.0014764022648159809 0.0017509677880464386 0.0015337869728297238 0.0013201164879256531 0.0010218186222053186 0.0016939349852570741 0.0011440597977881743 0.0011958097759631893 0.0015731572940520977 0.0011611629166062257 0.00068908476273185041 0.0021158523337567827
leaf_weight=22 83 24 48 20 74 85 37 22 21 27 52 41 169 76 27 46 1069 715 25 20 29 20 26 21 113 74 29 20 66 20
leaf_count=22 83 24 48 20 74 85 37 22 21 27 52 41 169 76 27 46 1069 715 25 20 29 20 26 21 113 74 29 20 66 20
internal_value=0 0.00118269 0.00203272 0.00176002 0.00158456 0.000997674 0.00208728 0.00112338 0.00153074 0.00126267 0.00202189 0.00145891 0.00199587 0.0019493 0.00179384 0.00216163 0.00214685 0.00203761 0.00201967 0.00217169 0.00187707 0.00166083 0.000665863 0.0011588 0.00123023 0.00135936 0.00149534 0.00161104 0.000809204 0.00179467
internal_weight=0 590 2531 422 186 404 2109 293 225 203 197 204 946 175 103 1163 1115 777 740 72 112 42 111 161 134 163 89 69 90 49
internal_count=3121 590 2531 422 186 404 2109 293 225 203 197 204 946 175 103 1163 1115 777 740 72 112 42 111 161 134 163 89 69 90 49
is_linear=0
shrinkage=0.00145689


Tree=2089
num_leaves=31
num_cat=0
split_feature=1 2 3 4 12 1 4 4 2 0 12 1 52 12 50 1 13 4 47 15 1 12 14 475 16 16 159 48 4 1420
split_gain=119.781 15.3327 12.6139 11.9711 7.76104 6.67594 5.06096 4.25775 4.14926 3.52045 4.77387 3.08994 2.76669 2.74213 2.43584 2.3719 2.3296 2.23216 2.23028 2.1852 2.00002 1.9619 1.9606 1.83324 1.90559 2.21687 1.73513 1.56494 1.5047 1.24625
threshold=0.10752500000000002 0.14285500000000004 -0.065819999999999976 0.27287000000000006 0.085055000000000006 0.093575000000000019 0.36766000000000004 -0.17966999999999997 0.13093500000000002 -0.14920999999999998 0.051320000000000005 0.12958500000000003 0.092965000000000006 0.087695000000000009 0.041865000000000006 0.089875000000000024 -1.0000000180025095e-35 0.024790000000000003 0.077555000000000013 -0.081924999999999984 0.10337500000000001 0.093965000000000007 0.062655000000000016 -0.079029999999999975 -0.024819999999999998 0.31475000000000003 0.084250000000000005 0.084855000000000014 0.033845000000000007 -0.023194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 16 8 9 -7 18 -1 -11 -5 20 15 19 29 26 -18 22 -3 -9 -6 23 -4 -25 -26 27 -2 -15 -12
right_child=1 14 5 11 21 7 -8 12 -10 10 13 -13 -14 28 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0023093326013208177 0.0014854046628473953 0.0005374465930000588 0.0012681379085769861 0.0010416753227107001 0.0021321772074191165 0.0019290613388977249 0.0011531051187283481 0.0013198172196189665 0.0012563428668537625 0.0012706534053840202 0.0023316283847948029 0.00063396834864492234 0.0017769922319634274 0.0018842094745830868 0.00093419805206309257 0.0014448734745664479 0.0017323692140790595 0.0010339997653188283 0.0021840302021710377 -3.044017613899226e-05 0.0008963599885568386 0.0016048392196952848 0.0022543095751017049 0.0016358789135154535 0.0020662636671149302 0.0014648737860409461 0.00067662739178341014 0.00093752191627370369 0.0017154387250396951 0.0019899396491262359
leaf_weight=58 23 76 22 116 24 29 24 73 41 32 30 88 22 992 30 21 28 22 38 24 51 91 20 133 77 21 32 36 166 681
leaf_count=58 23 76 22 116 24 29 24 73 41 32 30 88 22 992 30 21 28 22 38 24 51 91 20 133 77 21 32 36 166 681
internal_value=0 0.00102169 0.00184261 0.0011623 0.00139857 0.00161674 0.001902 0.00135484 0.00174695 0.00191108 0.00189906 0.000865802 0.00124079 0.0019097 0.000524164 0.00198831 0.00114058 0.00142509 0.00181162 0.000401154 0.00114565 0.00171489 0.00175979 0.00172069 0.00176379 0.00193739 0.000984255 0.0011511 0.00186002 0.00200436
internal_weight=0 590 2531 460 256 527 2004 175 352 1980 1922 204 146 1890 130 732 141 50 311 100 124 115 273 253 231 98 91 59 1158 711
internal_count=3121 590 2531 460 256 527 2004 175 352 1980 1922 204 146 1890 130 732 141 50 311 100 124 115 273 253 231 98 91 59 1158 711
is_linear=0
shrinkage=0.0016407


Tree=2090
num_leaves=31
num_cat=0
split_feature=1 4 1 4 3 2 52 15 4 3 2 14 13 1 2 43 130 3 11 4 16 3 1455 475 475 0 159 1375 483 43
split_gain=8.69064 1.41021 1.24303 1.1773 0.878275 0.753454 0.737355 0.802042 0.728593 0.667367 0.632505 0.573909 0.516758 0.594657 0.472965 0.502252 0.681716 0.64938 0.509191 0.628229 0.527176 0.658395 0.531517 0.492293 0.553125 0.600233 0.583283 0.548098 0.504729 0.468088
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.17966999999999997 -0.053259999999999995 0.15109000000000003 1.0000000180025095e-35 0.035560000000000008 0.10528000000000001 0.12178000000000001 0.25063000000000007 0.062655000000000016 0.10820000000000002 0.12958500000000003 0.089005000000000015 0.0010100000000000003 -0.074144999999999989 -0.097174999999999984 0.080150000000000013 0.0052350000000000009 -0.45661999999999997 -0.063814999999999997 0.068185000000000009 -0.088274999999999978 -0.085684999999999997 0.034820000000000011 0.11389500000000001 -0.092319999999999985 -0.095084999999999989 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 9 7 29 -6 11 12 14 13 -3 23 16 -16 -17 19 -18 -21 22 -22 -1 -25 26 27 -26 -29 -5
right_child=1 10 3 6 8 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 17 18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0018092825480468793 0.0023533139691631032 0.0016974309969343588 0.0028657757604452312 0.001849866074616657 0.001247798719847204 0.0010868065492003502 0.0025266352040061134 0.0026568377699106322 0.0026831422624719373 0.001187112536263002 -0.00018947165532964155 0.0032093861928303474 0.00013600923239685955 0.00089108219513526533 0.0039439878976350283 0.00098095302073530552 0.002693709415860474 0.0022601778914829317 0.0012660399133208107 0.0028794399709390827 0.0019474656526806784 0.0010093762336794594 0.003204600093090162 0.0036085951898905469 0.0015490717409309671 0.0015312988372379692 0.0014314575097908863 0.0039299897982672354 0.0027124740624199198 0.0010102850225488988
leaf_weight=40 107 101 82 67 147 21 64 34 25 21 24 84 28 122 20 27 430 214 20 48 93 35 26 38 24 28 22 21 1008 100
leaf_count=40 107 101 82 67 147 21 64 34 25 21 24 84 28 122 20 27 430 214 20 48 93 35 26 38 24 28 22 21 1008 100
internal_value=0 0.00141105 0.0024845 0.00205187 0.00180039 0.00255213 0.00180003 0.00156867 0.00145642 0.00256612 0.00101605 0.00257942 0.00113132 0.00125629 0.00255415 0.00242129 0.00253046 0.00211686 0.0024871 0.00252574 0.00216819 0.00194651 0.00222213 0.00265686 0.00268657 0.0026548 0.00268407 0.00271024 0.00273732 0.00134712
internal_weight=0 554 2567 347 279 2220 265 201 172 2199 275 2178 251 223 2094 913 672 241 652 632 202 154 119 1181 1141 1103 1075 1053 1029 167
internal_count=3121 554 2567 347 279 2220 265 201 172 2199 275 2178 251 223 2094 913 672 241 652 632 202 154 119 1181 1141 1103 1075 1053 1029 167
is_linear=0
shrinkage=0.00777281


Tree=2091
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 157 13 3 12 15 130 4 4 52 34 2 0 1420 48 160 43 12 43 484 15 3 1 0 0 42
split_gain=7.09513 1.83308 1.30403 1.26012 1.00821 0.922279 0.898658 0.769752 0.842352 0.708314 0.629291 0.96943 0.617098 0.590386 0.523412 0.697147 0.520459 0.612356 0.615996 0.806987 0.762114 0.681826 1.13295 0.475818 0.749981 0.50837 0.624416 0.747849 0.548249 0.678349
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.074359999999999996 0.11924500000000002 -0.078254999999999977 0.0076650000000000008 0.31370500000000007 -0.42850999999999995 -0.23141499999999995 -0.0060099999999999989 -0.033174999999999989 0.053180000000000012 0.048770000000000008 -0.038779999999999995 0.13501500000000002 -0.085669999999999982 -0.083279999999999979 0.092475000000000016 -0.059339999999999997 -0.50216499999999986 0.083935000000000023 -0.083134999999999987 0.091180000000000011 -0.07879499999999999 -0.15447499999999995 0.08844500000000001 -0.092759999999999995 -0.086074999999999985 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 13 10 -9 -7 -2 -12 16 -5 -13 -16 23 -18 20 -20 -19 22 -22 25 -25 -3 28 -28 29 -27
right_child=7 12 3 4 -6 9 -8 8 -10 -11 11 14 -14 -15 15 -17 17 18 19 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00016738607324853281 0.00020241953566205772 0.0033377922192704018 -0.0002173098629935578 0.0023128043650510804 0.001279437444541634 0.00022379424010729023 0.00097058801621952679 0.0013780977501217696 -0.00017290480215436806 0.0017560814301992073 0.0026383093573634914 0.00025315967315741369 0.0019619218062514997 0.0032650252232739544 0.0017293736333721253 0.00071231788144193481 0.0033367701404558667 0.0035382258823688393 0.0001935719662708265 0.0020766133804777554 0.0025169885038385143 0.0022768942396625544 -6.7947684489893739e-05 0.002446925247994908 0.0043756904567680346 0.0027689021791912957 0.00042157546137303948 0.0023157814325493586 0.0015954782058962055 0.0021351056650800448
leaf_weight=28 31 38 20 218 65 21 26 34 56 138 32 31 285 48 109 65 31 28 20 44 21 1101 20 29 21 319 20 34 38 150
leaf_count=28 31 38 20 218 65 21 26 34 56 138 32 31 285 48 109 65 31 28 20 44 21 1101 20 29 21 319 20 34 38 150
internal_value=0 0.00219797 0.00180264 0.00188807 0.00215493 0.00135583 0.00234982 0.00103498 0.000413029 0.0015537 0.00124385 0.00138007 0.00229936 0.00248463 0.00118366 0.00134944 0.0023496 0.0022578 0.00223069 0.00148816 0.00227131 0.00224024 0.00125604 0.00252855 0.00325701 0.00246774 0.00240881 0.00161422 0.00249344 0.0025662
internal_weight=0 2763 564 536 357 179 292 358 90 159 268 237 2199 266 205 174 1914 1265 1234 64 1170 1142 41 649 50 599 561 54 507 469
internal_count=3121 2763 564 536 357 179 292 358 90 159 268 237 2199 266 205 174 1914 1265 1234 64 1170 1142 41 649 50 599 561 54 507 469
is_linear=0
shrinkage=0.00777281


Tree=2092
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 47 4 123 2 2 34 123 4 131 2 47 2 1 481 0 4 52 159 13 150 3 3 3
split_gain=122.815 24.4351 13.5293 8.26337 7.87229 4.47352 4.81196 4.05518 3.24982 3.02889 3.47567 2.48987 2.52859 2.12049 1.87144 1.69322 2.06555 1.51935 1.48458 2.86438 1.62322 1.39849 1.38802 1.3117 1.47712 1.30551 1.23281 1.17764 1.13036 1.12918
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.099185000000000009 0.088105000000000003 0.062655000000000016 -0.13033999999999998 0.13082500000000002 0.40473500000000007 0.084025000000000016 0.14285500000000004 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.082750000000000004 0.31358000000000003 0.090100000000000013 0.089005000000000015 0.08864000000000001 -0.0079799999999999992 -0.23091999999999999 0.0049200000000000008 0.4002400000000001 -0.46267499999999995 -1.0000000180025095e-35 0.11648500000000002 -0.085709999999999995 0.0068900000000000012 0.31299000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 -1 11 22 10 -5 12 -4 18 -14 16 -13 21 23 20 27 -3 -6 -8 -25 -16 28 -20 -23 -30
right_child=1 2 7 9 8 -7 13 -9 -10 -11 -12 15 14 -15 25 -17 -18 -19 19 -21 -22 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011479523508415275 0.0019486833780719057 0.0013691709440469893 0.00050374345871941886 0.0017998329367549073 0.0020730321661068312 0.0023446647131152971 0.0020097132985103577 0.0012681619988322808 0.0011731426288112985 0.0011887981449986336 0.0012869959586691857 0.00053169166998882217 0.0012990472271940559 0.0015835504253232414 0.00064934401227703068 0.00091163973842441548 -7.8433147220570302e-05 0.0013963056669973454 0.0025055690347482932 0.0014330816425875464 0.0018917978079828039 0.00093665234886435977 0.0016214352107005296 0.0020249797902524977 0.0015338524508270428 0.0011484170075913931 0.00059103067926990225 0.0020137080589106284 0.0014864829026156703 0.00097775054785527362
leaf_weight=20 90 28 45 405 28 80 1169 37 34 27 39 59 32 40 43 20 20 35 20 34 453 118 53 32 34 21 20 38 24 23
leaf_count=20 90 28 45 405 28 80 1169 37 34 27 39 59 32 40 43 20 20 35 20 34 453 118 53 32 34 21 20 38 24 23
internal_value=0 0.00114822 0.00103565 0.00191708 0.00124404 0.00196485 0.00194834 0.000762572 0.00159885 0.00172234 0.00175479 0.000684627 0.000824656 0.00195714 0.000975084 0.000485191 0.00037723 0.0010795 0.00196553 0.0018942 0.00192489 0.00102745 0.00177754 0.00199701 0.00177197 0.000813102 0.000975727 0.00218332 0.00102236 0.00123753
internal_weight=0 730 640 2391 363 1920 1840 277 115 471 444 240 141 1820 96 99 79 248 1780 545 511 213 81 1235 66 64 185 58 165 47
internal_count=3121 730 640 2391 363 1920 1840 277 115 471 444 240 141 1820 96 99 79 248 1780 545 511 213 81 1235 66 64 185 58 165 47
is_linear=0
shrinkage=0.0016407


Tree=2093
num_leaves=31
num_cat=0
split_feature=1 1 12 50 4 4 45 3 2 0 0 2 129 0 48 157 0 1210 4 1 49 4 393 42 13 0 2 14 159 160
split_gain=6.4712 1.47272 1.03856 0.705411 0.682126 0.648836 0.62772 0.652907 0.701489 0.569999 0.555982 0.464655 0.525857 0.482602 0.614549 0.893093 0.71826 0.864793 0.466808 0.661711 0.684191 0.506907 0.46373 0.473991 0.616637 0.453015 0.410074 0.582115 0.398268 0.690945
threshold=0.10312500000000001 0.13210500000000003 0.085055000000000006 0.11768500000000003 0.40124500000000002 0.0049200000000000008 0.081955000000000014 0.10732000000000001 0.15109000000000003 -0.019414999999999998 0.024095000000000002 0.089005000000000015 -1.0000000180025095e-35 -0.084044999999999995 0.081275000000000014 -0.081889999999999991 -0.071719999999999992 -0.091799999999999979 -0.42529999999999996 0.08864000000000001 -0.067649999999999988 -0.012889999999999999 0.092975000000000016 -0.092459999999999987 0.061215000000000012 0.062580000000000011 0.14019000000000004 -0.46413499999999996 0.083335000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 26 10 6 -4 7 8 11 -9 -3 13 -13 -1 15 -15 17 -17 -14 25 -21 -22 23 -19 -25 -20 27 -2 29 -29
right_child=1 3 5 -5 -6 -7 -8 9 -10 -11 -12 12 18 14 -16 16 -18 22 19 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0025646394684600868 0.0027648839178926374 0.00087643041423402749 0.0025942038595090102 0.0021117558310537717 0.00084909367524345196 0.0016651993651146269 0.0035828789173825808 0.00031322494161104415 0.00077441781529247189 0.0022589559692625439 -0.00032418970346836175 0.00089845093091409285 0.002809076824925824 0.00089959531179731583 0.0010533554447370555 0.00062921534280973278 0.0031571306102063748 0.0028280907694696331 0.0022596614510447745 0.0024093542658165019 0.001619130945267358 -0.00023799922436959457 0.0035104020513888902 0.0022265825004408103 0.00072825852707585634 0.0010594765263382379 0.00041390990137315695 0.0028610069013387737 0.00074978438221523795 0.0013337966633313197
leaf_weight=748 21 171 98 27 22 107 26 21 20 20 31 21 83 29 28 21 71 84 782 26 20 20 22 285 20 22 29 23 60 163
leaf_count=748 21 171 98 27 22 107 26 21 20 20 31 21 83 29 28 21 71 84 782 26 20 20 22 285 20 22 29 23 60 163
internal_value=0 0.00140755 0.00165803 0.000859551 0.00229484 0.00210931 0.00230827 0.00229412 0.0023125 0.00126236 0.000692177 0.00232598 0.00218958 0.00242755 0.00224443 0.00230712 0.00238827 0.00226191 0.00221803 0.00216164 0.00136766 0.000690566 0.00234533 0.00227944 0.00212833 0.00222682 0.00134549 0.00144667 0.00133414 0.00152265
internal_weight=0 730 501 229 2391 205 2369 2343 2302 41 202 2282 974 1308 560 532 503 432 953 870 66 40 411 389 305 804 296 267 246 186
internal_count=3121 730 501 229 2391 205 2369 2343 2302 41 202 2282 974 1308 560 532 503 432 953 870 66 40 411 389 305 804 296 267 246 186
is_linear=0
shrinkage=0.00824856


Tree=2094
num_leaves=31
num_cat=0
split_feature=1 1 16 2 3 13 13 130 4 4 0 43 2 2 0 4 48 52 484 4 0 16 15 133 52 401 1210 13 1 2
split_gain=5.24512 1.43587 0.938811 0.650108 0.63106 0.797049 0.56276 0.523267 0.762481 0.508522 0.504076 0.680473 1.57021 0.917679 1.09089 0.838688 0.652736 0.549017 0.700704 0.546172 0.496221 0.487582 0.46375 0.461678 0.461646 0.448374 0.465984 0.486169 0.802811 0.667153
threshold=0.11846000000000002 0.095950000000000021 0.40020000000000006 0.088125000000000023 0.31370500000000007 -0.47860499999999995 -0.077799999999999994 -0.0060099999999999989 -0.033174999999999989 0.53859500000000016 -0.074229999999999977 -0.084004999999999982 0.08734500000000002 0.097070000000000004 0.034820000000000011 -0.52556499999999995 0.091150000000000023 0.10024500000000001 -0.064309999999999992 -0.085594999999999991 -0.071719999999999992 -0.080509999999999984 0.11728000000000001 0.089405000000000012 0.090245000000000006 0.078085000000000016 -0.081369999999999984 -0.088589999999999988 0.076935000000000017 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 7 9 -3 -2 -9 -6 19 12 -12 -14 23 -13 17 18 -17 -1 -20 -22 -19 -15 -5 26 -21 28 29 -28
right_child=4 2 -4 24 5 -7 -8 8 -10 -11 11 15 13 14 -16 16 -18 22 20 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019790400590455112 0.00010413321487591733 0.0019468849186345736 0.0018049708147067159 0.00080026555143290735 0.00028426709943389888 -0.00051620431765240723 0.0011862788979125224 0.0019364240459510517 0.00085694766801175317 0.00157774479201984 -0.0006205133853293838 0.0028686847360671875 0.0023516227875922174 0.0019562911981915163 -0.00026787941571362412 0.00097140359322396032 0.00057810530877544194 0.00092868713942588542 0.0012420048583033302 0.0023758852125411309 0.0029414200001837533 0.001947083946532976 0.0020325252659711144 0.00070398159317183609 0.0016767259033814879 0.001964332938690918 0.0026044444013450995 0.0016429984426564253 0.00055676596131081283 0.0013303591665230975
leaf_weight=257 31 59 113 206 36 34 136 32 205 20 20 21 29 33 21 37 28 69 34 33 25 126 21 20 29 174 21 1102 48 101
leaf_count=257 31 59 113 206 36 34 136 32 205 20 20 21 29 33 21 37 28 69 34 33 25 126 21 20 29 174 21 1102 48 101
internal_value=0 0.00157722 0.00127742 0.00113879 0.000740518 0.000269306 0.00141641 0.000898761 0.0010027 0.000746223 0.00165054 0.00146493 0.00104714 0.00137096 0.000986646 0.00160729 0.00152938 0.00161475 0.00178846 0.00170229 0.00195187 0.00211171 0.00118625 0.00148372 0.000908424 0.0016542 0.00161285 0.00159306 0.00126932 0.00154967
internal_weight=0 2763 543 430 358 90 195 268 237 56 2220 484 123 103 74 361 340 312 222 1736 185 151 90 53 235 1479 1305 1272 170 122
internal_count=3121 2763 543 430 358 90 195 268 237 56 2220 484 123 103 74 361 340 312 222 1736 185 151 90 53 235 1479 1305 1272 170 122
is_linear=0
shrinkage=0.00650394


Tree=2095
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 2 1 2 2 34 13 1 12 151 4 12 4 4 131 2 475 1420 4 1 12 52
split_gain=209.716 34.6858 22.7741 16.9428 12.3859 10.6973 7.95025 6.96058 5.83497 5.6711 4.9579 4.71242 4.25907 3.40676 2.3211 2.30793 2.52976 2.21567 2.01373 1.8548 1.74232 1.69272 1.64563 2.95566 1.61396 1.69111 1.60057 2.54363 1.65007 1.59749
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.091265000000000013 0.14285500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087135000000000004 0.08401500000000002 -0.088784999999999989 0.40945500000000007 0.10061500000000002 -0.0019149999999999998 0.055260000000000011 0.082750000000000004 0.31358000000000003 -0.088274999999999978 -0.08341999999999998 -0.013125 0.086920000000000011 0.095780000000000018 0.31359500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 12 8 11 19 -5 15 13 -4 18 24 20 -3 -15 -6 -17 -21 23 -14 -1 -26 -13 28 -28 -27
right_child=1 2 6 10 9 -7 -8 -9 -10 -11 -12 26 22 14 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.0021830995437416264 0.0024333598616281399 0.0016512851455291462 0.00053759909717295104 0.0021927706239314618 0.0024662682080397371 0.0016424216621801898 0.0015846660252053081 0.0015011429856470978 0.0029074174685092646 0.0012948579832968681 0.0013930757514672208 0.0024096153358691779 0.00054472496734462 0.0013434560665986383 0.0014494632177216372 0.001664976725556709 0.0024540750636370414 0.0012094699386780913 0.00068008040637019174 0.0023007653751465477 0.0022771136038209796 0.0015984669358601415 0.00090062078261008089 -0.00021460108030373147 0.0030405671023880881 0.0025634830775709155 0.0023976837889981496 0.001726520210955447 0.0021429897089473614 0.0021696889461961079
leaf_weight=34 76 40 45 37 41 48 37 22 84 26 58 410 59 20 36 20 346 191 40 20 42 20 20 20 21 946 180 25 126 31
leaf_count=34 76 40 45 37 41 48 37 22 84 26 58 410 59 20 36 20 346 191 40 20 42 20 20 20 21 946 180 25 126 31
internal_value=0 0.00134544 0.001211 0.00241118 0.00150837 0.00243993 0.000848147 0.00245667 0.00246595 0.00198849 0.00170454 0.00244894 0.000734601 0.000925142 0.0011068 0.00250586 0.00239718 0.00128597 0.000901206 0.00221113 0.00207965 0.00194962 0.000463224 0.000352491 0.00254883 0.00256129 0.00233833 0.00225004 0.00229281 0.00255099
internal_weight=0 691 615 2430 338 2335 277 2287 2265 107 95 2181 240 141 96 1440 408 231 60 81 62 40 99 79 1032 998 741 331 306 977
internal_count=3121 691 615 2430 338 2335 277 2287 2265 107 95 2181 240 141 96 1440 408 231 60 81 62 40 99 79 1032 998 741 331 306 977
is_linear=0
shrinkage=0.00170698


Tree=2096
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 2 1 2 150 4 4 2 2 47 4 0 12 13 131 3 4 15 0 3
split_gain=185 29.3592 17.5097 15.036 10.6557 8.78262 5.61038 5.16666 5.038 4.80302 4.46502 3.45042 3.19743 3.7247 2.74144 2.71306 2.05401 2.00402 1.99337 1.93711 1.59627 1.77932 1.60004 1.47801 1.29868 1.28573 1.12525 1.08023 1.86545 1.16242
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.09253500000000002 0.14838000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.40945500000000007 -0.55119499999999988 -0.0091949999999999983 0.088850000000000012 0.090100000000000013 0.038415000000000012 0.14486500000000005 0.099815000000000015 -0.0062949999999999994 0.09031500000000002 1.0000000180025095e-35 -0.0070899999999999991 -0.15914499999999995 -0.10607499999999999 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 7 26 12 11 14 -5 15 16 17 20 -4 -1 -14 27 25 21 22 -7 -17 -2 -3 -6 -18 -29 -30
right_child=1 2 8 10 6 9 -8 -9 -10 -11 -12 -13 13 -15 -16 23 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0022292383624375953 0.0018608090529430626 0.00061015544706287026 0.000813106774814995 0.0015597948264905312 0.0018579079254749434 0.0018153405051594886 0.00082346019557057669 0.0021360759465726053 0.00096072083365942999 0.0010513110565274438 0.00090468357819261552 0.00014511438122996983 0.0012490986685328072 0.0010766228706596457 0.0011446665022502218 0.00029371148091131879 0.0020923195992273878 0.0016968300561196782 0.0016983312277181666 0.0011076403446406914 0.0014835826757916535 0.0012925045432914837 0.0015775245551126569 0.00068554918689990574 0.0014442733632252557 0.00084938056965674024 0.001456037248167424 0.0015055893351365239 0.0014778413436887039 0.0018248219114857453
leaf_weight=21 47 99 45 34 21 144 30 76 37 39 63 84 23 25 28 84 28 274 524 33 130 23 103 27 24 92 50 43 21 849
leaf_count=21 47 99 45 34 21 144 30 76 37 39 63 84 23 25 28 84 28 274 524 33 130 23 103 27 24 92 50 43 21 849
internal_value=0 0.000833953 0.000729452 0.00169643 0.000958838 0.00171962 0.0013517 0.00176396 0.000460317 0.00154077 0.00113431 0.000383171 0.00174831 0.0016167 0.00158537 0.000511355 0.00177683 0.00166216 0.00177035 0.000781699 0.00161622 0.00168008 0.00171617 0.000389023 0.00172001 0.000725384 0.0015749 0.00181045 0.00180181 0.00181645
internal_weight=0 673 602 2448 325 2351 101 1884 277 467 97 240 1808 322 428 156 1486 297 1465 224 400 270 247 111 71 191 71 941 913 870
internal_count=3121 673 602 2448 325 2351 101 1884 277 467 97 240 1808 322 428 156 1486 297 1465 224 400 270 247 111 71 191 71 941 913 870
is_linear=0
shrinkage=0.00145689


Tree=2097
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 4 3 45 3 2 3 15 1 10 131 12 14 0 1 160 0 42 1208 1213 15 3 15 12
split_gain=6.08109 1.37011 0.97054 1.16265 0.794155 0.807847 0.89383 0.632938 0.60137 0.593734 0.594858 0.636079 0.583844 0.65795 0.598872 0.556586 0.547442 0.509392 0.481496 0.868393 1.25012 0.917774 0.467471 0.46724 0.59254 0.718404 0.749945 0.445727 0.427408 0.450079
threshold=0.10312500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.11362000000000001 -1.0000000180025095e-35 -0.13843999999999998 0.40124500000000002 0.0022600000000000003 0.081955000000000014 0.10732000000000001 0.15109000000000003 -0.014944999999999998 -0.10324499999999999 0.11507500000000002 -0.074314999999999978 0.093840000000000021 0.089795000000000014 0.062655000000000016 -0.13843999999999998 0.085110000000000005 0.08443500000000001 -0.019414999999999998 0.11387000000000001 0.099975000000000008 -0.0043299999999999996 0.090455000000000021 -0.065819999999999976 0.090455000000000021 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 12 8 9 -7 10 11 18 14 -14 -3 -4 -17 -8 19 20 -1 -22 -12 -21 25 -25 27 -27 29 -20
right_child=1 2 15 -5 -6 6 17 -9 -10 -11 22 -13 13 -15 -16 16 -18 -19 28 23 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0024442525294853176 0.0020803323361079876 0.0022300440433800279 -0.00066406611836273351 0.0029250950467147856 0.00080800912285511339 0.00030084788180639963 0.0030642927405022855 0.0007080085489494807 0.0017274319761880132 0.0031517694513758317 0.00028992162462758989 0.00065696116142324431 0.00098595006115969122 -0.00070284702867567212 0.00050352598917807767 0.0010289208056533166 -0.0004102384360005654 0.0018575660470595194 0.0036507219508626208 0.0020654740036464272 -0.00042088085818092102 0.0014093436597727319 0.0019178013477262191 0.0022850719297085424 0.0024530223846755211 0.0023779913779717241 0.00018521264993347783 0.0008225004138264553 0.0019595834455593489 0.0022052935799119727
leaf_weight=37 90 28 22 22 233 32 28 22 37 26 21 20 37 21 20 66 20 74 29 1936 26 41 20 34 38 23 38 20 38 22
leaf_count=37 90 28 22 22 233 32 28 22 37 26 21 20 37 21 20 66 20 74 29 1936 26 41 20 34 38 23 38 20 38 22
internal_value=0 0.00119997 0.00107617 0.00120987 0.00113588 0.00141168 0.00173569 0.0019946 0.00106583 0.00200655 0.00199384 0.00201004 0.000888982 0.000374489 0.00151066 0.000417542 0.000694233 0.00218882 0.0020219 0.0019996 0.00131998 0.000699107 0.00108401 0.00203344 0.00162803 0.00135543 0.000965209 0.00165451 0.00257137 0.0030272
internal_weight=0 730 640 532 510 277 171 2391 69 2369 2343 2302 106 58 48 108 86 102 2282 2193 104 67 41 2089 153 115 81 43 89 51
internal_count=3121 730 640 532 510 277 171 2391 69 2369 2343 2302 106 58 48 108 86 102 2282 2193 104 67 41 2089 153 115 81 43 89 51
is_linear=0
shrinkage=0.0076204


Tree=2098
num_leaves=31
num_cat=0
split_feature=1 4 1 12 13 0 44 10 132 49 0 15 16 39 51 51 48 15 150 13 49 4 49 12 4 0 43 133 13 4
split_gain=4.92895 1.26614 0.953689 0.802076 0.60951 0.597063 0.560086 0.53229 0.476335 0.471716 0.621607 0.822477 0.640103 0.43309 0.424016 0.416767 0.415388 0.721307 0.701455 0.657662 0.539302 0.539407 0.626612 0.628545 0.454403 0.342917 0.340469 0.654067 0.619459 0.483681
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 -0.14819499999999997 0.18019500000000002 0.081805000000000017 -0.0026549999999999994 0.090440000000000006 -1.0000000180025095e-35 -0.040504999999999992 -0.41396999999999995 -0.27167499999999994 -0.04725999999999999 0.10614000000000001 -0.047599999999999996 -0.068459999999999979 -0.026084999999999994 0.10479000000000001 -1.0000000180025095e-35 -0.0087049999999999992 0.51388000000000011 0.0034800000000000005 -1.0000000180025095e-35 -0.0086549999999999978 -0.089964999999999976 -0.14386499999999997 -0.0047949999999999989 0.065590000000000009 -0.52556499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 15 3 8 -5 6 7 -1 16 -4 12 -12 -11 -9 -6 -2 -3 18 20 -19 24 22 25 -24 -18 -22 27 -15 -29 -28
right_child=1 2 9 4 14 -7 -8 13 -10 10 11 -13 -14 26 -16 -17 17 19 -20 -21 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.00076335376690817036 0.0014093844445632771 0.0015658048311976826 -0.00032791281295150833 0.00039232461687009959 0.001413530745339142 0.00062993295613209368 0.0027659442494061049 0.00072404929625447738 -0.00015647668044277868 0.00052201189570013099 0.00083274312116500646 -0.00086233337122088255 0.0018313575434918694 0.0007788746170873267 0.0023784601800447033 0.0024350758553937199 0.00084138197089110773 0.00082830448233823834 0.0021398756712520946 -0.00092051746414900117 0.0012524558678042759 0.00039503792976867871 0.00025339391032218702 0.0015635891636570033 -0.00032691838526201076 0.0023898566914952145 0.0026250316120129203 0.0026092682411524184 0.0017580507207026171 0.0016184512334066073
leaf_weight=33 46 41 31 24 131 28 21 24 21 46 30 25 29 21 26 32 35 21 22 20 23 43 37 33 29 28 23 64 112 2022
leaf_count=33 46 41 31 24 131 28 21 24 21 46 30 25 29 21 26 32 35 21 22 20 23 43 37 33 29 28 23 64 112 2022
internal_value=0 0.000996361 0.000902781 0.00104317 0.00141673 0.00163178 0.00164387 0.00163362 0.000851626 0.000437146 0.000619584 6.22538e-05 0.00102829 0.0016463 0.00157333 0.00183018 0.000915392 0.000823753 0.000962912 -2.47794e-05 0.000849346 0.00105904 0.00129501 0.000871057 0.000311996 0.00187691 0.00165617 0.00193021 0.00206758 0.00162977
internal_weight=0 773 695 534 181 2348 2320 2299 353 161 130 55 75 2266 157 78 332 291 250 41 228 164 121 70 64 51 2242 197 176 2045
internal_count=3121 773 695 534 181 2348 2320 2299 353 161 130 55 75 2266 157 78 332 291 250 41 228 164 121 70 64 51 2242 197 176 2045
is_linear=0
shrinkage=0.00690203


Tree=2099
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 457 44 14 10 39 0 475 4 3 4 12 43 124 41 13 133 1 160 15 0 42 402 41 160 480
split_gain=4.08379 1.56946 1.08604 0.985489 0.835703 0.727062 0.67458 0.694724 0.59775 0.56867 0.53768 1.53721 1.1837 0.940553 0.909639 0.592879 0.840668 0.749907 0.626886 0.536585 0.535961 0.517937 0.495862 0.482674 0.871952 0.436455 0.433922 0.402422 0.40177 0.526233
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.31508000000000008 0.081805000000000017 0.019675000000000002 -0.079859999999999987 0.10076500000000001 -0.11173999999999999 -0.068264999999999978 0.0033150000000000007 -0.020429999999999997 0.08184000000000001 0.087695000000000009 -0.11720999999999999 -0.076779999999999987 0.07677500000000001 0.0076650000000000008 0.11269500000000002 0.085605000000000014 0.079055000000000014 -0.09551999999999998 -0.089964999999999976 0.092860000000000012 0.2506000000000001 0.079395000000000007 -0.54784999999999984 -0.077929999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 22 6 7 9 -2 10 11 -6 13 -13 -14 16 -12 -18 26 -11 23 27 -1 24 -19 -25 28 -9 -17 -30
right_child=3 -3 -4 -5 5 -7 -8 21 -10 19 15 12 14 -15 -16 18 17 20 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-4.9615388150409179e-05 -0.00035069758453340537 -9.9750237288036888e-05 0.00068699879579215849 0.0023238794493262685 -0.00080730078399091272 0.0003111326774344636 0.0029787049433021595 0.0026342310422702796 0.00078211047876421288 0.0017001341235684164 0.0030364567090055659 -0.00075624413733618571 0.0036451480888278144 0.001416980443014172 0.0017758316753180264 0.0027839023041158813 0.00076482849698717998 0.0019835078857490403 0.00023402013838460538 -6.8916611570265813e-05 0.00094427073112644919 0.0035271813324822435 0.0017196200491696404 0.0020918426227596598 -0.00013073117354377511 0.003320456227922076 0.00056973387580853767 0.0012471018230399036 0.00050363558005070994 0.0017866111486529029
leaf_weight=28 39 33 65 28 21 23 38 43 285 28 57 20 26 55 73 29 37 51 20 23 33 28 20 664 20 22 22 24 24 1242
leaf_count=28 39 33 65 28 21 23 38 43 285 28 57 20 26 55 73 29 37 51 20 23 33 28 20 664 20 22 22 24 24 1242
internal_value=0 0.00176059 0.00178303 0.000779241 0.0018097 0.00183024 0.00184368 0.00182684 0.000645754 0.00179911 0.00181804 0.00138598 0.00165068 0.000837454 0.00226676 0.00185598 0.00202841 0.00195893 0.00174196 0.000902327 0.00201486 0.00254698 0.000687566 0.00206153 0.00138795 0.00213124 0.00176486 0.00213735 0.00178517 0.00176229
internal_weight=0 2769 2736 352 2671 2623 2600 2562 324 2467 2416 195 174 75 99 2221 884 827 1337 51 790 95 48 757 71 686 1317 67 1295 1266
internal_count=3121 2769 2736 352 2671 2623 2600 2562 324 2467 2416 195 174 75 99 2221 884 827 1337 51 790 95 48 757 71 686 1317 67 1295 1266
is_linear=0
shrinkage=0.00858181


Tree=2100
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 2 4 2 157 0 13 0 12 47 0 0 4 47 4 3 1 2 52 148 401 16 16
split_gain=94.639 12.886 10.7869 7.63053 6.68561 4.49091 4.2888 4.25735 3.65753 2.91558 2.58014 2.00012 1.86845 1.8526 1.72947 2.398 1.7204 1.69038 1.66162 1.6509 1.54934 1.53253 1.89806 1.49399 1.42852 1.13373 1.11412 0.849887 0.816443 0.923102
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092390000000000014 0.13075500000000004 -0.15464999999999998 0.090285000000000018 0.14285500000000004 0.033845000000000007 0.11389000000000002 -0.071119999999999989 -0.14832499999999996 -0.00096999999999999983 -0.092404999999999973 0.13597000000000004 0.078345000000000012 -0.11242999999999999 -0.067094999999999988 0.024790000000000003 0.077555000000000013 -0.059649999999999988 0.090900000000000009 0.16540500000000002 0.09358000000000001 -0.53964499999999982 -0.043434999999999994 0.084055000000000019 -0.013024999999999998 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 26 -6 12 11 14 20 -5 -4 16 -9 27 -13 -14 24 -15 21 -1 28 -7 -8 -2 -3 -16 29 -23
right_child=1 5 7 8 6 23 18 9 -10 -11 -12 13 17 19 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016719911626656345 0.0017260206793708857 0.00049262830491690667 0.0019646352638924757 0.00054239144931837594 0.0015952028689331984 0.00048246675610968108 0.0013161474824713076 0.0018202371561193335 0.00049998469038734731 0.0013310839192750888 0.00098252560316249233 0.00077441548655064383 0.0013106985566197764 0.0015833855165232247 0.0015353316736362724 0.0010573635096294077 0.001226864479163624 0.0016581874561400227 0.00063604692740323019 0.0010084390644377631 0.0018638913292140763 0.0015995548594970566 0.00099278997307307502 2.914310787665573e-05 0.00094964740256017473 0.0013334723594495949 0.00088108958429529579 0.0017107368933011824 0.0016963403053246316 0.0011814492259581595
leaf_weight=71 24 22 48 20 35 130 38 58 45 171 22 57 36 27 637 25 33 1057 28 23 33 24 25 21 87 77 111 77 30 29
leaf_count=71 24 22 48 20 35 130 38 58 45 171 22 57 36 27 637 25 33 1057 28 23 33 24 25 21 87 77 111 77 30 29
internal_value=0 0.000847448 0.0015488 0.00107197 0.00131865 0.000605533 0.0010972 0.00159485 0.000897175 0.00151793 0.00149657 0.00100888 0.00166012 0.00107553 0.00155802 0.00153744 0.000940313 0.00164674 0.000983283 0.00131891 0.00154991 0.00149203 0.00137372 0.000419422 0.00106106 0.00142675 0.000816833 0.00155425 0.00148845 0.00137078
internal_weight=0 590 2531 306 422 284 188 2109 205 968 234 160 1141 140 797 739 90 1093 153 50 212 179 108 151 125 101 133 714 83 53
internal_count=3121 590 2531 306 422 284 188 2109 205 968 234 160 1141 140 797 739 90 1093 153 50 212 179 108 151 125 101 133 714 83 53
is_linear=0
shrinkage=0.00157699


Tree=2101
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 4 2 2 0 12 47 11 52 4 47 11 0 39 49 49 3 16 4 3 16 13
split_gain=214.78 27.3773 23.5009 14.5563 14.2774 10.5265 8.1887 7.52953 6.1225 5.29302 4.93584 4.24099 3.45393 4.99228 3.40986 3.36457 3.1225 2.86826 2.86176 2.8192 2.70003 2.59542 2.47501 2.08739 2.34073 2.29364 2.07881 2.15934 1.94832 1.5962
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.090285000000000018 -0.025214999999999998 -0.17966999999999997 0.033845000000000007 0.11389000000000002 0.11177500000000001 -0.097024999999999986 0.13597000000000004 0.077555000000000013 1.0000000180025095e-35 0.048770000000000008 -0.019614999999999997 0.091680000000000011 0.080150000000000013 -0.11242999999999999 0.093225000000000016 -0.012034999999999999 -0.066019999999999981 -0.0080949999999999998 -0.088909999999999989 -0.064054999999999987 0.090900000000000009 -0.008904999999999998 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 22 7 15 21 -5 12 14 -9 -8 -14 26 20 29 -13 23 -17 -4 -3 -2 24 -10 -25 -1 -28 -19 -7
right_child=1 5 6 8 -6 16 9 11 18 -11 -12 17 13 -15 -16 19 -18 28 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0025742006153833693 0.0017118416883010216 0.0012095633099291946 0.002121688451075604 0.0024582230803744266 0.0013062244891324886 0.00061302182439364021 0.0029492729651206168 0.0019771131743444559 0.0014358199337031789 0.0021416430123613055 0.0016238336725022634 0.0019120250865004463 0.0024604554682838976 0.0017149156613257628 0.0029249152583679869 0.0032635366614652632 0.0010071143866358101 0.0013763357769571842 0.0020741976387000684 0.0026580828377977882 0.0025984962460668592 0.00079422281103653711 0.0023486624277434301 0.0016405652618681629 0.002119472274921166 0.0010662664939724762 0.0023388116474939193 0.0017977348292910797 0.00084606981295224791 5.6929951545097955e-05
leaf_weight=69 20 81 33 28 74 33 37 39 28 171 22 20 735 25 33 37 34 66 31 47 1024 81 92 36 26 39 84 26 26 24
leaf_count=69 20 81 33 28 74 33 37 39 28 171 22 20 735 25 33 37 34 66 31 47 1024 81 92 36 26 39 84 26 26 24
internal_value=0 0.00134458 0.00244384 0.00209041 0.00186545 0.00110477 0.00251456 0.00124757 0.00175045 0.00240357 0.00236354 0.00151115 0.00245976 0.00243593 0.0024403 0.00260873 0.000613604 0.0013489 0.00162659 0.00292477 0.00258361 0.00100189 0.00223494 0.00151902 0.00176499 0.00134193 0.00235096 0.00221092 0.00122648 0.000378878
internal_weight=0 590 2531 422 186 404 2109 313 188 968 234 151 797 760 212 1141 91 112 160 84 1057 162 112 129 54 75 179 110 92 57
internal_count=3121 590 2531 422 186 404 2109 313 188 968 234 151 797 760 212 1141 91 112 160 84 1057 162 112 129 54 75 179 110 92 57
is_linear=0
shrinkage=0.0016407


Tree=2102
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 2 4 2 47 0 12 0 47 49 47 1 13 3 1 0 16 157 16 148 151 4 0
split_gain=169.145 21.1683 17.4705 15.0884 11.599 6.43149 6.33933 6.2135 5.97499 4.45891 3.86351 3.45361 2.6622 3.87837 2.37633 2.28854 2.40163 2.283 2.26369 2.23489 1.97855 1.95504 1.95006 1.79151 1.84259 1.74836 1.68765 1.55768 1.53295 1.33101
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.090455000000000021 0.13075500000000004 -0.16363499999999997 0.14285500000000004 0.033845000000000007 0.11389000000000002 0.10019500000000002 -0.097024999999999986 0.13597000000000004 -0.14832499999999996 0.091680000000000011 -0.066019999999999981 0.077555000000000013 0.16540500000000002 -1.0000000180025095e-35 -0.013929999999999998 0.122715 -0.11173999999999999 -0.039889999999999988 -0.080299999999999996 -0.36241499999999999 -0.043434999999999994 -0.082829999999999973 -0.008819999999999998 -0.064754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 14 26 -6 11 12 17 19 -7 -14 -4 16 20 23 -8 -5 -9 28 -16 25 -25 -1 -3 -18 -2 -13
right_child=1 6 5 8 7 9 18 15 -10 -11 -12 29 13 -15 22 -17 27 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0022333536928809319 0.0022209924874034338 0.00064229376236313405 0.0025944771118073329 0.00097511602941379079 0.0021573975767647871 0.0025368811555669824 0.00064693145967117255 0.0011523017771319149 0.00060183301779111133 0.0018133322790033974 0.0013789855118974299 0.0019017907429484805 0.002108127112746922 0.0014507027318953784 0.001890876143007793 0.0017529620496185396 0.0013707299676537939 0.0024978729152626586 6.6375129577870014e-05 0.0015059959818416882 0.0017874183955365107 0.0015309941800906134 0.002235878336936079 0.0018141778982207583 0.0023002846058925112 0.0016739676192526344 0.001139712864493297 0.00087225279432259545 0.0017710769807951095 0.0013433573836346289
leaf_weight=21 47 22 48 74 31 37 130 23 43 169 22 27 715 25 46 31 27 33 21 30 31 29 1069 29 76 53 111 45 36 20
leaf_count=21 47 22 48 74 31 37 130 23 43 169 22 27 715 25 46 31 27 33 21 30 31 29 1069 29 76 53 111 45 36 20
internal_value=0 0.00111883 0.00209434 0.00141823 0.00178961 0.00215532 0.000796245 0.00148614 0.00114141 0.00205486 0.00203342 0.00129506 0.00210739 0.00208592 0.00223703 0.0013536 0.00125535 0.00210134 0.000566192 0.00112825 0.00151691 0.00189772 0.00222165 0.00202823 0.00216603 0.00183271 0.00105743 0.00105918 0.00202585 0.00166416
internal_weight=0 590 2531 306 422 2109 284 188 194 946 234 151 777 740 1163 157 126 212 151 104 54 112 1115 179 105 74 133 72 83 47
internal_count=3121 590 2531 306 422 2109 284 188 194 946 234 151 777 740 1163 157 126 212 151 104 54 112 1115 179 105 74 133 72 83 47
is_linear=0
shrinkage=0.0016407


Tree=2103
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 3 3 1 2 0 47 1 4 49 52 12 4 159 150 2 1 1 1 16 47 49 13 15
split_gain=188.67 31.6374 16.2313 13.1679 11.8698 8.78483 5.86642 5.33799 5.24755 5.09832 4.89748 4.01515 5.65762 6.00759 3.49303 2.74937 2.6216 2.24326 2.65552 2.23313 3.04756 2.36048 2.0375 2.03745 1.90233 1.873 1.83038 1.68734 1.57256 1.45339
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 -0.054984999999999992 0.048770000000000008 0.087765000000000024 -0.52556499999999995 0.08154500000000002 1.0000000180025095e-35 0.11474000000000002 0.13146500000000003 0.089770000000000016 0.13075500000000004 -0.092484999999999984 0.10019500000000002 -0.054984999999999992 -0.47860499999999995 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 19 6 11 8 22 -4 29 12 13 -1 17 -2 28 18 -13 20 21 -3 -6 -20 -5 -15 -10 -22 -9 -7
right_child=1 4 9 24 7 10 -8 16 26 -11 -12 14 -14 25 -16 -17 -18 -19 23 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020638223777809488 0.0014132368179379229 0.0017398770564576002 0.0019286422465667442 0.0012774640903816666 0.00092497259281262866 0.0018688409243178697 0.0025581918787414169 0.00044150303814482675 0.0009640349710819076 0.0011815080174972441 0.0013923315421266649 0.002771680649880418 0.0024710020466026722 0.0010110046046984823 0.0018905092015391214 0.0019838285001223671 0.00077116550754702945 0.0021124820146674402 0.0022297633821514538 0.00092695701760100871 0.0012883019741135634 0.0011221985890355901 0.00053003690296299529 0.0017890240736781957 0.00076364542071914385 0.0015899531553998051 0.0014872137042236677 0.00075504114394443354 -7.2563185980589845e-05 0.002059606173553281
leaf_weight=61 24 50 34 61 53 213 79 33 31 61 41 21 31 22 116 127 32 816 702 41 37 21 76 26 24 34 33 23 25 173
leaf_count=61 24 50 34 61 53 213 79 33 31 61 41 21 31 22 116 127 32 816 702 41 37 21 76 26 24 34 33 23 25 173
internal_value=0 0.00115979 0.00207535 0.00161914 0.00092154 0.00210084 0.0021457 0.000726863 0.000871863 0.0014489 0.00190038 0.00212788 0.00188375 0.00172815 0.00214937 0.00189314 0.00041592 0.00216856 0.00222966 0.00124185 0.00134041 0.00155718 0.000692297 0.00221402 0.00113239 0.00136251 0.0012338 0.00108389 0.000219923 0.00195434
internal_weight=0 691 2430 236 455 2335 1908 283 193 95 427 1829 148 117 1681 151 90 1565 749 172 131 71 129 728 85 56 64 60 58 386
internal_count=3121 691 2430 236 455 2335 1908 283 193 95 427 1829 148 117 1681 151 90 1565 749 172 131 71 129 728 85 56 64 60 58 386
is_linear=0
shrinkage=0.00154607


Tree=2104
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 4 47 0 12 2 4 3 4 52 43 2 15 1 14 13 16 2 10 12 1 12 124 47 16
split_gain=135.869 17.8136 14.1083 13.1902 7.65025 5.83664 5.79573 5.02003 4.80509 5.01049 4.44672 4.1012 2.82068 2.37677 2.2905 2.0738 2.78616 2.15371 2.0534 1.65988 1.53968 2.85787 1.51234 1.8431 1.44528 1.9826 1.41197 1.29914 1.23396 1.36085
threshold=0.10752500000000002 0.13471500000000003 -0.065819999999999976 0.085055000000000006 0.093575000000000019 0.40124500000000002 0.36766000000000004 0.13082500000000002 -0.14920999999999998 0.051320000000000005 0.13093500000000002 -0.17966999999999997 0.11296500000000002 0.0049200000000000008 0.092965000000000006 -0.025214999999999998 0.11177500000000001 -0.020484999999999996 0.10337500000000001 0.062655000000000016 -0.0075049999999999987 -0.50690499999999983 0.17760500000000004 -0.3960249999999999 0.088245000000000004 0.089875000000000024 0.093765000000000015 -0.072314999999999977 0.077555000000000013 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 10 26 8 22 -1 -10 12 -6 19 24 18 -2 -17 20 27 28 -18 -22 -3 -24 25 -11 -5 -13 29 -4
right_child=1 7 4 5 11 -7 -8 -9 9 13 -12 14 -14 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002280620578193848 0.00076632592563795831 0.00055682200087816712 0.0016093587263932383 0.0020361522621107305 0.0018156113264915545 0.00097707116777698017 0.0010778320014302946 0.0011679298947200501 0.0012222894545944392 0.0019239370148996446 0.0012014932946359817 0.0010547013009141104 0.0011960194713620323 0.0016951229018017486 0.0016388131338255501 0.0014597341146702189 0.00080876021829013819 0.0004759351776382442 0.00085947283788809095 0.0021910475863785106 0.00077082634724823696 0.0015305098038109909 0.00053408943421206297 -0.00010625841537029615 0.0018176813033698902 0.0014812374876322083 0.0016038087412794783 0.0014672399219698568 0.0020156076553563781 0.0018501579357987541
leaf_weight=58 109 127 137 23 29 36 24 29 32 738 41 36 21 239 22 31 39 20 51 22 20 29 22 21 888 25 84 37 36 95
leaf_count=58 109 127 137 23 29 36 24 29 32 738 41 36 21 239 22 31 39 20 51 22 20 29 22 21 888 25 84 37 36 95
internal_value=0 0.000949956 0.00177383 0.00114161 0.00154874 0.00151557 0.00183303 0.000573391 0.00184218 0.00182895 0.00168008 0.00128455 0.00174318 0.00183922 0.00117907 0.00092598 0.00105118 0.000933904 0.0010975 0.0017828 0.00103799 0.00122043 0.00047197 0.000221361 0.00186008 0.00190943 0.00169674 0.0012638 0.00174929 0.00170796
internal_weight=0 590 2531 391 527 143 2004 199 1980 1922 352 175 311 1890 146 248 139 108 124 290 88 49 170 43 1651 763 107 73 268 232
internal_count=3121 590 2531 391 527 143 2004 199 1980 1922 352 175 311 1890 146 248 139 108 124 290 88 49 170 43 1651 763 107 73 268 232
is_linear=0
shrinkage=0.00154607


Tree=2105
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 13 3 3 12 13 151 12 34 2 11 43 15 0 16 52 4 15 52 3 42 2 376 474 4 159
split_gain=7.21923 1.92407 1.23334 1.08304 1.05228 0.845365 0.823949 0.738839 0.83439 0.662457 0.729518 0.657759 0.519746 1.01077 0.5058 0.993391 1.01845 0.548212 0.593957 0.516545 0.487782 0.50432 0.482372 0.580131 0.473081 0.463886 0.446062 0.443923 0.442398 0.799111
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.077044999999999988 0.11924500000000002 0.23855500000000004 -0.11171999999999999 0.31370500000000007 -0.42850999999999995 -0.0093149999999999986 -0.059889999999999992 0.099815000000000015 -0.021334999999999996 0.11870500000000002 1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 -0.13843999999999998 0.0057500000000000008 -0.53299999999999992 -0.04890499999999999 -0.042209999999999991 -0.057699999999999994 -0.076969999999999997 0.096035000000000023 0.15950500000000004 0.049360000000000008 0.023345000000000001 0.057560000000000007 0.014475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 9 -5 12 -9 26 -11 14 -2 -14 17 16 -16 -3 -19 27 -15 -22 -21 -24 -25 -10 -4 -20 29 -13
right_child=7 11 3 4 -6 -7 -8 8 25 10 -12 28 13 20 15 -17 -18 18 19 22 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.8243844014698393e-05 0.00031607220293488188 0.00084276970406322357 0.00068074896518182564 0.00076731830653607529 0.00099594287221739931 0.0021647862666179184 0.0020770612958888996 0.0011454770691786168 0.00028006903042685589 0.0010752332651989688 -0.00046172080018841639 0.001686212746004564 0.0017413382866941233 0.0017696821828987604 0.00089455947196356541 0.0036494858894384665 0.0024404955596389372 0.0020561966929506471 0.0015667728327540809 0.0013005984929236494 0.00082876672950921311 -0.00034291775412103248 0.0024580933109850209 0.00073156839434708357 0.0020378400463865942 -0.0010061822747639228 0.0016974246295872952 0.0026459626244212178 0.001217103721759531 0.002826139440126245
leaf_weight=23 43 20 34 25 65 31 270 34 34 31 28 261 85 21 25 25 108 1334 30 138 105 21 50 25 28 22 52 46 74 33
leaf_count=23 43 20 34 25 65 31 270 34 34 31 28 261 85 21 25 25 108 1334 30 138 105 21 50 25 28 22 52 46 74 33
internal_value=0 0.00186836 0.00150682 0.00157397 0.0017909 0.00113025 0.00196607 0.000835397 0.000292584 0.000909073 0.000345831 0.00196035 0.00101305 0.00114223 0.00201391 0.00238718 0.00214991 0.00197862 0.00199238 0.00172383 0.0007958 0.000633486 0.00156737 0.00192479 0.00142167 -0.000225244 0.00129548 0.00221997 0.0016941 0.00181416
internal_weight=0 2756 559 536 360 176 295 365 90 145 59 2197 275 232 1829 158 133 1671 1651 317 147 126 241 103 53 56 86 76 368 294
internal_count=3121 2756 559 536 360 176 295 365 90 145 59 2197 275 232 1829 158 133 1671 1651 317 147 126 241 103 53 56 86 76 368 294
is_linear=0
shrinkage=0.00690203


Tree=2106
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 14 0 1 4 1 49 40 0 156 50 48 2 13 2 12 3 160 12
split_gain=148.7 25.0838 11.0606 10.9511 10.0952 6.87209 6.34977 5.53118 4.34917 4.18291 3.5337 3.49808 2.53865 5.04182 5.44374 2.54588 2.28235 1.98087 1.76226 1.73478 2.65272 1.68967 1.6637 1.65278 1.64774 2.1799 1.58186 1.564 2.25724 1.4629
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.35136499999999998 0.092845000000000025 0.14285500000000004 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 0.12408500000000001 -0.054984999999999992 -0.077714999999999992 -0.07929499999999999 -1.0000000180025095e-35 0.041865000000000006 0.082620000000000013 0.11411 -0.47860499999999995 0.31358000000000003 0.09141500000000001 -0.097174999999999984 -0.077849999999999989 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 8 18 -8 12 -9 -4 22 -1 14 -14 19 -11 -2 -3 -15 -21 24 29 -5 -6 -26 -24 28 -22 -7
right_child=1 4 10 23 21 11 7 9 -10 16 -12 -13 13 15 -16 -17 -18 -19 -20 20 27 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024769065556984157 0.0013450903761399139 0.0008885539501512701 0.0017543795620153426 0.001343242793395427 0.00069806771488108241 0.001934679559307851 0.0017444053544488065 0.0016972787836602515 0.0023030867686039407 0.0010857906954888268 0.00115487918466869 0.0013094346902362015 0.0019495016770636477 0.0020034365756922447 0.0013313650800290135 0.0017386016153934411 0.00073204667850606695 0.0018199188506375452 0.0004797510344791281 0.0023912813767481339 0.0012475299393890937 0.00081897551735246002 0.0012753625533190316 0.00090414000545970875 0.00044391966933156118 -0.00019026003734027859 0.0017556118991662005 0.0019099898477006549 0.0018213511725832428 0.0017303116394633406
leaf_weight=20 24 47 37 31 22 158 30 21 79 151 58 39 67 1132 64 115 58 127 50 23 21 23 26 54 33 20 40 324 63 164
leaf_count=20 24 47 37 31 22 158 30 21 79 151 58 39 67 1132 64 115 58 127 50 23 21 23 26 54 33 20 40 324 63 164
internal_value=0 0.00109848 0.00189535 0.00149947 0.000890496 0.00191598 0.00100879 0.00113226 0.00195488 0.00105242 0.00138837 0.00174216 0.00193984 0.0019339 0.00164751 0.00195626 0.000987622 0.00174445 0.000677831 0.00197228 0.00189044 0.000459572 0.00178566 0.00106428 0.000349355 0.000204607 0.00156642 0.00186221 0.0016779 0.00183059
internal_weight=0 691 2430 236 455 2335 357 260 1908 230 95 427 1829 1809 131 1678 209 151 97 1563 431 98 388 85 75 53 66 408 84 322
internal_count=3121 691 2430 236 455 2335 357 260 1908 230 95 427 1829 1809 131 1678 209 151 97 1563 431 98 388 85 75 53 66 408 84 322
is_linear=0
shrinkage=0.00151575


Tree=2107
num_leaves=31
num_cat=0
split_feature=1 4 155 0 150 4 2 1 0 40 160 14 49 51 16 150 1456 42 484 16 16 157 16 12 47 1 160 52 51 13
split_gain=6.73659 1.54848 0.868 0.738233 0.916622 0.664508 0.668842 0.652347 0.698957 0.632718 0.63025 0.577601 0.569867 0.489298 0.808152 0.485685 0.471639 0.578492 0.612691 0.540164 0.491932 0.760441 0.736583 0.811613 0.69061 0.981188 0.865237 0.85885 0.68682 0.613224
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 -0.019414999999999998 0.083250000000000005 0.40124500000000002 0.095545000000000005 0.13075500000000004 0.024095000000000002 -0.078554999999999986 0.079055000000000014 0.076975000000000002 -0.065034999999999996 -0.063174999999999995 -0.40995499999999996 -0.094239999999999977 0.056265000000000009 0.08426500000000002 -0.081614999999999979 -0.011989999999999999 0.0057500000000000008 -0.081364999999999979 -1.0000000180025095e-35 0.083935000000000023 0.078875000000000015 1.0000000180025095e-35 0.050340000000000003 0.086040000000000019 -0.016074999999999996 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 6 11 9 13 -3 -5 16 -6 -9 -15 -2 20 -18 19 -19 22 -22 23 24 25 27 -27 29 -23 -1
right_child=1 7 -4 10 12 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001849524080312705 0.00064231003302901138 7.4359072220508651e-05 0.002299143811723929 -0.00033699408902760361 0.0011967510706604324 0.00071793043115247644 0.0018070601264446842 -0.00033725692194512037 -0.00067219628322485938 0.0013241787410630571 0.0014186361883281437 0.0027557383058817277 -0.0001611546279608238 0.00052539954437227292 0.0020907932690198399 0.0018656785899307908 0.0030107633866378351 0.0024032652846638003 0.0028936869941788295 0.0010371026099876804 0.00058919684243297337 0.00263872074840726 0.0028753754038776482 0.0021241354520497775 0.0025470672797908512 -1.7566458233496518e-05 0.0015767267282765073 0.00056203701822225111 0.0015929978614797041 0.0033509599753537072
leaf_weight=49 20 27 63 25 69 22 601 22 26 139 21 71 23 79 24 192 63 30 35 35 30 48 62 1061 36 38 38 20 130 22
leaf_count=49 20 27 63 25 69 22 601 22 26 139 21 71 23 79 24 192 63 30 35 35 30 48 62 1061 36 38 38 20 130 22
internal_value=0 0.00119041 0.00149186 0.00134655 0.00148002 0.00201037 0.00202237 0.000797657 0.00044231 0.00112089 0.000464489 0.00209556 0.000857275 0.000674128 0.000890151 0.00175027 0.00206794 0.00245002 0.00209676 0.00166764 0.00202734 0.00168954 0.00208033 0.00204133 0.00160853 0.00140621 0.00077958 0.00192954 0.00187499 0.00231476
internal_weight=0 730 413 350 304 2391 2369 317 151 166 46 1768 92 125 103 212 1697 163 100 65 1534 208 1326 1264 203 167 76 91 178 71
internal_count=3121 730 413 350 304 2391 2369 317 151 166 46 1768 92 125 103 212 1697 163 100 65 1534 208 1326 1264 203 167 76 91 178 71
is_linear=0
shrinkage=0.00747098


Tree=2108
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 12 4 4 2 12 15 4 14 47 52 2 3 14 16 3 11 0 160 43 2 0 47 43
split_gain=226.48 29.0753 25.9604 16.1766 15.4589 8.86897 9.22887 8.256 7.89846 6.46345 6.04952 4.38741 3.94207 3.84677 3.70301 3.43528 2.93665 3.9084 4.69112 2.65109 2.18805 2.11931 2.07823 2.61783 2.84797 2.06065 4.05385 2.04402 1.94194 1.9294
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.42051500000000003 0.14285500000000004 0.090455000000000021 0.40124500000000002 -0.16363499999999997 0.11389000000000002 0.13597000000000004 -0.41396999999999995 0.033845000000000007 0.076175000000000007 0.077555000000000013 1.0000000180025095e-35 0.10381000000000001 -0.0049599999999999991 0.062655000000000016 0.10994000000000002 0.092670000000000016 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 -0.04890499999999999 0.11177500000000001 -0.074824999999999989 0.10350500000000001 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 6 -3 14 28 -6 15 13 -7 22 -4 19 17 18 -11 20 21 29 23 -9 -25 27 -27 -2 -5 -1
right_child=1 5 7 8 9 12 -8 11 -10 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0017975850121237169 0.00083988312656997004 0.001488211726558841 0.0024016656876545994 0.0024256742599103077 0.0022371161764536728 0.00081451359342072467 0.00072745308732358855 0.0023185476176690078 0.0013373856229394613 0.001317577689965768 0.0014630508349529605 0.0017565959781517821 0.00024215312734579978 0.0020498524973756884 0.0028234488099223762 0.002697609457381791 0.0019900967417245548 0.0011284071891703624 0.0020322696345648631 0.0026859688997065072 0.0024281421334394638 0.0016293970848176426 0.002544213574056662 0.0015964820261711648 0.0021837467197228068 0.0019987660725142961 0.0012944632750412244 0.0013238948147846004 0.0019999968689097826 0.0022500905146901136
leaf_weight=28 31 88 1117 45 31 113 55 554 29 44 22 39 33 159 46 33 23 55 35 20 38 23 67 21 106 22 82 46 46 70
leaf_count=28 31 88 1117 45 31 113 55 554 29 44 22 39 33 159 46 33 23 55 35 20 38 23 67 21 106 22 82 46 46 70
internal_value=0 0.00126779 0.00227014 0.0015847 0.00194028 0.000937729 0.00119561 0.00233614 0.00199949 0.00162919 0.00219022 0.00223507 0.000685144 0.00225564 0.00241835 0.00226568 0.00150916 0.00142661 0.00163421 0.00218605 0.00212317 0.0020274 0.00229939 0.0022753 0.00208664 0.00130969 0.00144345 0.00112903 0.0022105 0.0021208
internal_weight=0 590 2531 301 422 289 143 2109 120 188 234 946 146 907 1163 212 157 134 79 179 159 121 748 681 127 181 104 77 91 98
internal_count=3121 590 2531 301 422 289 143 2109 120 188 234 946 146 907 1163 212 157 134 79 179 159 121 748 681 127 181 104 77 91 98
is_linear=0
shrinkage=0.00145689


Tree=2109
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 2 1 14 49 1 1 132 1 11 13 4 1 31 43 43 2 2 4 49 4
split_gain=196.125 33.2509 16.3741 16.0432 13.9004 11.7212 8.60975 7.25307 6.84515 6.58256 5.81147 5.69269 3.64627 2.914 2.81071 2.57357 2.50385 2.41807 2.31479 2.26218 2.48133 4.07431 2.23351 1.77624 1.74105 1.66622 1.59789 1.58758 1.64336 1.44333
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.35136499999999998 0.27834500000000006 0.089885000000000007 0.092845000000000025 0.062655000000000016 -0.054984999999999992 0.12408500000000001 0.091195000000000012 0.088890000000000011 0.15799000000000005 1.0000000180025095e-35 -0.117405 -0.013514999999999998 0.086920000000000011 -0.077289999999999984 -0.14792499999999997 0.064745000000000011 -0.13033999999999998 0.11411 0.42642000000000008 -0.073374999999999982 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 9 22 -8 -9 10 12 -4 15 -2 27 -1 17 -6 19 -12 24 -22 -3 -20 -21 -24 -5 28 -10 -7
right_child=1 4 11 26 16 29 7 8 14 -11 18 -13 -14 -15 -16 -17 -18 -19 23 20 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024255313956898848 0.0016318399840448033 0.0011039227949190145 0.0021406435725597607 0.0015646428650586651 0.00060290128793601518 0.0011862734475417925 0.0021211242182284473 0.0021549595388597009 0.0015570312653166373 0.0015007388242676846 0.0017979825379484142 0.0013489930035971681 0.0027956788894139585 0.0022310154771963105 0.00091538435209492449 0.0022374881130693756 0.0010269208823281933 -3.7418731920288625e-05 0.002112806351424642 0.0023720442079507077 0.0021931732205467402 0.0015465148684794784 0.00084093459594608089 0.0026480706656715094 0.0020736447928783562 0.00026408767416895475 0.0011154498868625627 0.0016295718630366357 0.0011296323576694591 0.0017782139490484315
leaf_weight=1117 24 44 37 31 55 20 30 21 30 23 30 58 59 127 58 216 23 20 21 331 356 26 33 58 57 20 54 33 88 21
leaf_count=1117 24 44 37 31 55 20 30 21 30 23 30 58 59 127 58 216 23 20 21 331 356 26 33 58 57 20 54 33 88 21
internal_value=0 0.00134696 0.0022991 0.00182729 0.00109782 0.00232521 0.00124224 0.00139183 0.0012967 0.00234015 0.00234865 0.00165732 0.00241204 0.00213578 0.00121046 0.00239506 0.000571739 0.000432149 0.00224826 0.00222283 0.00223938 0.00214916 0.000841291 0.00250579 0.00232821 0.000623257 0.00127927 0.0013238 0.00123829 0.00148946
internal_weight=0 691 2430 236 455 2335 357 260 230 2294 2271 95 1392 151 209 1333 98 75 879 800 770 382 97 79 388 53 85 151 118 41
internal_count=3121 691 2430 236 455 2335 357 260 230 2294 2271 95 1392 151 209 1333 98 75 879 800 770 382 97 79 388 53 85 151 118 41
is_linear=0
shrinkage=0.00157699


Tree=2110
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 2 1 4 0 49 1 4 1 159 150 2 0 4 3 3 1 48 12 1 49 52 3
split_gain=180.737 30.2208 15.0425 13.7698 10.6319 8.87868 5.89117 5.23514 4.8659 4.6537 4.25325 2.8681 4.79319 3.32884 2.91977 2.45946 2.2933 2.78063 2.31273 1.9167 1.89328 1.8272 2.58054 2.70164 1.73072 2.03571 1.45027 1.41552 1.30929 1.29249
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.14285500000000004 0.092845000000000025 -0.062539999999999984 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0061450000000000003 0.122715 0.08154500000000002 1.0000000180025095e-35 0.11474000000000002 -0.083554999999999977 -0.55119499999999988 0.30112000000000005 0.076840000000000006 0.13075500000000004 0.082620000000000013 0.095780000000000018 0.13075500000000004 -0.054984999999999992 -0.088204999999999992 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 16 6 11 10 24 -4 -6 12 13 -1 19 28 17 18 -3 -13 -21 22 23 -12 25 -7 -5 -19 -2 -15
right_child=1 4 9 26 7 8 -8 -9 -10 -11 21 14 -14 29 -16 -17 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019218256497814594 0.0019903526413500281 0.0015844839622047126 0.0017415301957073523 0.0011229261755950903 0.0013199321059753234 0.0019548768193745365 0.0023736345175662601 0.00021087414875317655 0.0012389153322208779 0.0010670435936145073 0.00092068770315314964 0.0020481129909578179 0.0022325395614669267 0.0010828606044719631 0.0017491399783590054 0.001359919169199805 0.00080893192401459318 0.0011560887743126244 0.0009968266190289309 0.0023643158790634584 0.0019318613159217373 0.00047564205639832386 0.0011000478133048424 0.00042862490857973316 0.0015703436778916962 0.0017185227865298698 0.00069171487280384847 0.00068663114834178443 0.0016822976319232578 0.0015339007023228459
leaf_weight=45 63 50 37 61 25 158 79 50 39 58 44 744 36 20 116 29 41 37 21 23 798 70 38 56 66 164 24 23 59 47
leaf_count=45 63 50 37 61 25 158 79 50 39 58 44 744 36 20 116 29 41 37 21 23 798 70 38 56 66 164 24 23 59 47
internal_value=0 0.00104809 0.00190939 0.0014796 0.000824272 0.00193297 0.00197632 0.00064718 0.00173927 0.00132974 0.000740808 0.00195916 0.00176084 0.00160922 0.00197662 0.00174891 0.00111565 0.00121164 0.00141067 0.00199348 0.00194398 0.000671202 0.000770399 0.000645133 0.00178956 0.0018345 0.00100117 0.00097613 0.00184138 0.00139926
internal_weight=0 691 2430 236 455 2335 1908 283 427 95 233 1829 148 112 1681 151 172 131 71 1565 821 208 138 100 388 322 85 60 122 67
internal_count=3121 691 2430 236 455 2335 1908 283 427 95 233 1829 148 112 1681 151 172 131 71 1565 821 208 138 100 388 322 85 60 122 67
is_linear=0
shrinkage=0.00148603


Tree=2111
num_leaves=31
num_cat=0
split_feature=1 3 1 46 2 124 2 16 10 42 123 43 2 2 2 1 15 11 14 403 3 12 49 12 159 0 4 151 12 3
split_gain=8.61204 1.87446 1.19012 0.895189 0.771557 0.780424 0.700904 0.805486 0.655201 0.636206 0.619063 0.505426 0.481073 0.770709 0.708667 0.484811 0.479138 0.850183 0.584942 0.565782 1.01486 0.676879 0.691815 0.747481 0.644596 0.570806 0.846829 0.701575 0.554016 0.549694
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.14122000000000004 -0.076779999999999987 0.11018500000000002 0.057265000000000003 -0.062879999999999978 -0.0060199999999999993 0.11679000000000002 -0.080324999999999994 0.13712500000000002 -1.0000000180025095e-35 0.10613000000000002 0.10638500000000002 0.040760000000000005 0.075910000000000019 0.078745000000000009 -0.082969999999999988 -0.094299999999999981 0.092550000000000007 0.082865000000000008 0.091085000000000013 0.03981500000000001 -0.11173999999999999 0.061775000000000004 -0.0064299999999999991 0.078300000000000008 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 10 5 9 -2 -8 -4 -1 12 -11 13 -3 15 -15 19 28 -19 20 -7 22 23 25 -23 26 27 -21 -18 -24
right_child=1 2 8 -5 -6 16 7 -9 -10 11 -12 -13 -14 14 -16 -17 17 18 -20 21 -22 24 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021968103321254582 0.0020301021750723913 0.00070894819744212389 -0.00079043794180381891 0.0026310193136582375 0.0011757754190508251 0.00018428228203590046 0.00077313007387917201 0.0022451695981829515 0.00061244788073484466 0.0015690672482563206 -0.00010285321132507864 0.00016347598510611666 0.00060948110081702903 0.0013976392389538424 0.0012712493393502364 0.0027468392549746664 0.003095533381669359 0.0039631907370192903 0.002488625982359452 0.0015945346777776223 0.0019579558320383505 0.0016592065165621827 0.0031932368285832371 0.0030191514007586054 0.0024789467497910072 0.0021201245010154298 0.0025217814854062472 3.6127565848320533e-05 0.0022064335964691478 0.0023680220515088133
leaf_weight=39 162 80 21 20 41 21 58 27 77 32 20 21 62 22 148 33 36 24 30 41 67 229 49 39 60 405 28 22 989 218
leaf_count=39 162 80 21 20 41 21 58 27 77 32 20 21 62 22 148 33 36 24 30 41 67 229 49 39 60 405 28 22 989 218
internal_value=0 0.00125959 0.00100448 0.00118079 0.00213322 0.00214992 0.00175845 0.00124072 0.000311829 0.00151433 0.00110133 0.00101213 0.00117114 0.00129419 0.00152482 0.00220716 0.00217582 0.00228302 0.00314399 0.00207771 0.00153469 0.00212151 0.00222678 0.00208071 0.00182939 0.00200692 0.00150308 0.00105033 0.00223766 0.00251947
internal_weight=0 730 483 385 2391 2350 247 85 98 92 365 53 345 283 203 55 2258 1079 54 1179 88 1091 802 535 289 496 91 63 1025 267
internal_count=3121 730 483 385 2391 2350 247 85 98 92 365 53 345 283 203 55 2258 1079 54 1179 88 1091 802 535 289 496 91 63 1025 267
is_linear=0
shrinkage=0.00704007


Tree=2112
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 2 4 4 0 15 158 151 12 4 48 12 160 15 1 16 12 4 4 10
split_gain=124.373 20.9648 13.4789 11.4985 7.73877 6.75501 4.39342 4.32788 3.68892 3.56623 3.4939 2.71012 2.54006 2.33521 2.05984 2.75106 1.88359 1.75402 1.58416 1.97193 1.55872 1.62522 1.53611 1.45954 1.42658 1.40366 1.27985 1.24071 1.48442 1.2038
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.14285500000000004 0.14285500000000004 0.033845000000000007 0.27834500000000006 -0.11173999999999999 -0.097454999999999986 0.085030000000000008 -0.088784999999999989 0.087765000000000024 -0.52556499999999995 0.081275000000000014 0.095780000000000018 -0.067824999999999983 -0.41942499999999994 0.089770000000000016 -0.039889999999999988 0.09141500000000001 0.033845000000000007 0.36766000000000004 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 11 12 -6 -5 20 13 14 -4 15 -1 -14 -3 19 -16 21 -7 -15 -13 -21 -17 -22 -19 -29 -25
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 23 16 22 18 25 -18 27 -20 24 26 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.0020765228724768966 0.0018335432755293552 0.0013048237407215885 0.0010883521151544649 0.0016551180010501393 0.0017130883525250111 0.0018585379834054423 0.0012035241088238593 0.0022337703811545033 0.0010790774501897209 0.001028533828700051 0.0012030251164065358 0.0006675994546036819 0.0015745655880987188 0.00099331850002547435 0.0024157184171719622 0.001223625402262936 0.0019988666612068048 0.00080415171096806255 0.0018397614380678731 0.0019389356284034325 0.0012141189195587503 0.0016340645730509187 0.0005302317141087277 0.00053914196179895952 0.0015628199818562968 0.0017530752507157752 0.0016584768612623213 0.0014224005963707671 0.00096047577223940829 9.1191231393786458e-05
leaf_weight=23 76 40 39 37 74 157 37 79 33 58 39 37 123 23 21 33 33 88 842 708 27 164 79 25 26 20 40 22 81 37
leaf_count=23 76 40 39 37 74 157 37 79 33 58 39 37 123 23 21 33 33 88 842 708 27 164 79 25 26 20 40 22 81 37
internal_value=0 0.00105216 0.000955597 0.00181038 0.00116695 0.00183226 0.000697706 0.00187239 0.00151755 0.00127257 0.00165296 0.000619726 0.00185678 0.000760144 0.00187472 0.00162107 0.00166432 0.00100454 0.00188679 0.00193924 0.00169819 0.00174385 0.000634653 0.000419735 0.00192561 0.00142342 0.00147941 0.000941658 0.00105914 0.000271817
internal_weight=0 691 615 2430 338 2335 277 1908 107 95 427 240 1829 141 1673 76 156 231 1597 755 388 321 102 99 734 53 67 191 103 62
internal_count=3121 691 615 2430 338 2335 277 1908 107 95 427 240 1829 141 1673 76 156 231 1597 755 388 321 102 99 734 53 67 191 103 62
is_linear=0
shrinkage=0.00157699


Tree=2113
num_leaves=31
num_cat=0
split_feature=1 1 12 39 2 14 47 4 1 4 4 0 15 2 34 2 4 1 47 12 1 15 0 13 3 1 10 31 159 150
split_gain=140.064 23.2163 12.5612 12.3544 8.42636 5.74473 5.71167 4.63063 4.62631 4.56226 4.2699 3.54837 4.09911 2.87696 3.25078 2.64276 2.62377 2.47338 2.79638 2.20095 2.05451 1.97967 1.86361 1.82925 1.71447 1.64495 1.54801 1.43215 1.41698 2.73186
threshold=0.104035 0.12408500000000001 0.085055000000000006 0.056590000000000008 0.11362000000000001 0.062655000000000016 0.12958500000000003 0.27834500000000006 0.093575000000000019 -0.067104999999999984 0.018150000000000003 -0.10836499999999999 -0.098289999999999975 0.14285500000000004 -1.0000000180025095e-35 0.094835000000000017 0.27834500000000006 0.083345000000000016 0.084210000000000021 0.088245000000000004 0.14089500000000002 -0.41942499999999994 -0.13027499999999997 -1.0000000180025095e-35 -0.047929999999999993 0.088770000000000016 -0.38124499999999995 -0.077289999999999984 0.082585000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 28 4 5 10 13 -4 15 -6 11 12 -1 14 27 -5 -16 22 -19 25 -8 -15 -12 -18 -11 -13 -23 -3 29 -2
right_child=1 6 7 8 9 -7 20 -9 -10 24 17 19 -14 21 16 -17 23 18 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002308868257587303 0.001432722420251955 0.00076925653195446069 0.0018692175689321601 0.002153117556230454 0.000908679143073872 0.0024229961956935705 0.0015936568777047075 0.0012173201520984292 0.0011502527707196182 0.0018086589289398132 0.0022548785321271389 0.0021181505088312112 0.0014849103645828044 0.00076963175743951639 0.0013438448206772879 0.0015138569025283273 0.0006109902055057815 0.0010206964565978565 0.0017573396412362929 0.0019825669384362803 0.00091346002638085274 0.00060225770058693561 0.0018157060042876723 0.0011901670620189915 0.0013088500294486786 0.0018572542266515001 7.8191166195200909e-05 0.00019520151046545454 0.00095841261794811993 0.0010199040085331406
leaf_weight=21 85 22 130 27 20 85 27 36 60 115 30 777 61 37 36 44 43 20 40 891 20 25 150 21 21 68 35 23 70 81
leaf_count=21 85 22 130 27 20 85 27 36 60 115 30 777 61 37 36 44 43 20 40 891 20 25 150 21 21 68 35 23 70 81
internal_value=0 0.00113883 0.00138882 0.00195955 0.00198693 0.0020132 0.000791091 0.00172784 0.00147908 0.00162599 0.00199628 0.0020229 0.00169592 0.000691435 0.000834881 0.00175696 0.000996445 0.00179462 0.00151179 0.00203834 0.00130421 0.000477005 0.0018889 0.000801033 0.00173148 0.00209716 0.000296552 0.000475851 0.00115035 0.00123129
internal_weight=0 691 402 2430 2299 2143 289 166 131 156 2058 1818 82 242 145 71 100 240 60 1736 47 97 180 64 136 845 60 45 236 166
internal_count=3121 691 402 2430 2299 2143 289 166 131 156 2058 1818 82 242 145 71 100 240 60 1736 47 97 180 64 136 845 60 45 236 166
is_linear=0
shrinkage=0.00160853


Tree=2114
num_leaves=31
num_cat=0
split_feature=1 3 1 46 2 4 4 11 52 12 0 2 133 13 15 1428 48 47 1428 13 160 48 16 123 150 1429 159 12 1429 1451
split_gain=8.64452 1.84679 1.10072 0.804029 0.796215 0.774762 0.740212 0.586604 0.993587 0.618237 0.582046 0.541983 0.699488 0.658251 0.545209 0.532171 0.515695 0.694574 0.656986 0.69449 0.862748 0.625433 0.530694 0.57083 0.486698 0.485847 0.857137 0.477801 0.464458 0.458447
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.095545000000000005 0.27044500000000005 0.41257000000000005 1.0000000180025095e-35 0.088785000000000017 0.085355000000000014 1.0000000180025095e-35 0.13712500000000002 0.089200000000000015 -0.059629999999999996 0.013270000000000002 0.094820000000000015 0.10168500000000001 0.081320000000000017 0.087980000000000017 0.038215000000000006 -0.065039999999999987 0.10866500000000003 -0.45661999999999997 1.0000000180025095e-35 0.11648500000000002 0.084770000000000012 0.076905000000000015 0.090285000000000018 0.087700000000000014 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 11 5 7 15 25 9 -9 -4 12 14 -14 24 -2 17 18 19 22 -21 -18 -6 27 -3 29 28 -24 -27 -1
right_child=1 2 10 -5 16 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 21 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022014102627811115 0.001798306327222267 0.0013604703977057779 0.00063905687879108064 0.0025028920549941326 0.0026938894923260255 0.00085174279202835225 0.0010840010611164084 0.0041925259795089704 0.0015518682278498688 0.0027023728348859345 -0.00059787872202796577 0.00054039297408816744 0.0012739069686390546 -0.00039604342473312048 0.0022280361869088483 0.0028820570008449668 0.00040711208678997457 0.0032070594664977176 0.0030939604595309686 0.00013513358744614637 0.001668655136598177 0.0018912081317092556 0.0024146675269995201 0.00083901136833566304 0.00038608037324016384 0.0025759762562807534 0.00058707209072267699 0.0018159067350169316 0.001517450765362747 0.0011497222881373293
leaf_weight=1552 158 191 74 20 44 21 64 21 23 36 24 71 22 23 30 25 24 20 21 22 85 31 84 23 28 40 25 260 39 20
leaf_count=1552 158 191 74 20 44 21 64 21 23 36 24 71 22 23 30 25 24 20 21 22 85 31 84 23 28 40 25 260 39 20
internal_value=0 0.00123746 0.000989203 0.00115544 0.00209557 0.0021696 0.00172291 0.00218537 0.00276277 0.00325138 0.000336134 0.00108161 0.00121231 0.000420377 0.00135543 0.00194636 0.0018813 0.00194404 0.00189718 0.00184866 0.00135335 0.0012436 0.00197761 0.00189173 0.00123589 0.0021578 0.00170093 0.00196212 0.00205341 0.00218803
internal_weight=0 730 483 385 2391 1777 247 1756 80 57 98 365 294 45 249 183 614 559 539 518 107 55 411 367 219 1676 104 344 79 1572
internal_count=3121 730 483 385 2391 1777 247 1756 80 57 98 365 294 45 249 183 614 559 539 518 107 55 411 367 219 1676 104 344 79 1572
is_linear=0
shrinkage=0.00690203


Tree=2115
num_leaves=31
num_cat=0
split_feature=1 2 12 4 1 12 12 4 4 2 1 13 11 15 50 11 12 0 4 52 2 3 159 48 0 15 47 4 3 16
split_gain=139.973 16.9628 14.6499 13.8884 10.116 9.44535 6.29272 5.14002 4.088 3.85432 3.1824 3.13305 2.86914 2.76549 2.58311 2.40658 2.29767 2.09559 1.90571 1.83745 2.84019 2.96197 1.81381 1.9773 1.81087 1.78813 1.74008 1.6819 1.56087 1.48106
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.092390000000000014 0.085055000000000006 0.090285000000000018 -0.16363499999999997 0.033845000000000007 0.11389000000000002 0.12958500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.13592500000000005 0.041865000000000006 0.080150000000000013 0.093765000000000015 -0.11242999999999999 0.024790000000000003 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 0.084250000000000005 0.084855000000000014 -0.097024999999999986 -0.081924999999999984 0.077555000000000013 -0.064054999999999987 0.090900000000000009 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 9 11 12 -6 13 26 -5 22 17 24 25 -14 -7 -4 -13 20 21 -9 23 -2 -8 -3 27 -1 -29 -26
right_child=1 14 6 10 7 16 8 19 -10 -11 -12 18 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0019445876408837404 0.0014290571984068347 0.0004964017496388157 0.0015332799617290731 0.00098946729762542165 0.001847223607042772 0.002105611852553071 0.0021624187704043386 0.0009982136058433596 0.0015518555136577108 0.001151491611922018 0.00060721523551177743 0.0016589026421977579 0.0024894449801708381 0.0012921832382968464 0.00088962026084389166 0.001972650804526758 0.0015699849911044175 0.0019213512476796968 0.001062759143350072 0.0015676260623365219 0.00083941980337575253 0.0015852557131902669 0.00063373050391210138 0.00086010691042664469 0.0018944877116674464 2.1816065453171382e-05 0.0021378636533368345 0.0017431606558738911 0.0013181690662157765 0.0017553478980243753
leaf_weight=69 23 76 33 116 31 23 35 40 171 22 88 28 37 23 30 47 92 1024 22 23 55 39 32 36 288 24 33 84 26 451
leaf_count=69 23 76 33 116 31 23 35 40 171 22 88 28 37 23 30 47 92 1024 22 23 55 39 32 36 288 24 33 84 26 451
internal_value=0 0.000982985 0.00180282 0.00111961 0.00154502 0.00135472 0.0018544 0.0012832 0.00176451 0.00175537 0.000824574 0.00109178 0.00193066 0.00181014 0.000499529 0.00220029 0.00167711 0.00190924 0.0013966 0.00117183 0.00110389 0.00128802 0.000924303 0.0010819 0.00182553 0.000382501 0.00181804 0.00175908 0.00164271 0.00180957
internal_weight=0 590 2531 460 422 256 2109 188 968 234 204 141 1141 797 130 84 115 1057 50 157 134 79 91 59 774 100 212 179 110 739
internal_count=3121 590 2531 460 422 256 2109 188 968 234 204 141 1141 797 130 84 115 1057 50 157 134 79 91 59 774 100 212 179 110 739
is_linear=0
shrinkage=0.00151575


Tree=2116
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 2 52 3 4 1 15 11 1 40 2 0 1212 50 51 151 403 160 3 1446 401 12 15 1420 43 4
split_gain=7.86285 1.68774 1.03307 0.799969 0.768344 0.705921 0.707356 0.614972 0.558577 0.648897 0.530673 0.615105 0.5166 0.775027 0.681373 0.821852 0.983934 0.639042 0.601871 0.645031 0.53995 0.534753 0.627835 0.524636 0.503913 0.601407 0.49326 0.481519 0.518105 0.559295
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 0.40124500000000002 0.14122000000000004 0.11018500000000002 -0.23375999999999997 0.10542000000000001 -0.17966999999999997 0.12000500000000001 -0.41942499999999994 0.084110000000000004 0.090540000000000023 -0.082074999999999995 0.085730000000000015 -0.094654999999999975 0.091220000000000009 0.083090000000000011 -0.12089999999999999 -0.086944999999999981 -0.52336499999999997 -0.037174999999999993 -0.14989499999999997 0.11483500000000001 0.085605000000000014 -0.092484999999999984 -0.41942499999999994 -0.080064999999999983 -0.0040649999999999983 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 4 7 10 -7 12 -3 -10 -2 -12 14 -14 15 21 -17 -18 -15 -20 -21 -1 -23 27 25 -11 -8 -16 29 -29
right_child=1 2 -4 -5 -6 6 26 -9 9 24 11 -13 13 18 23 16 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021271586832931752 0.00082094805562272415 0.0016817559561538708 -0.00048808731870656472 0.00065706792782569236 0.0010276246513956388 0.0021583096372893569 0.0013884567211930369 0.0011756707956527925 0.0011622664235566812 0.001387309667541449 0.0017129508696520266 0.0027306771957333175 0.00066469405204525804 0.0029013299056443054 0.002793617465809048 0.0021705891904730116 0.0005543582792728077 0.0020016937195839724 0.00064612520582408499 0.00077667723191103674 0.0019084855947725419 0.0021438287349225026 0.0035380122893041489 0.00092230400724738247 -0.00037927155724723412 0.00051374918198567564 0.00028342236494836094 0.0020936709894834667 0.0017185840720337316 0.0016823351184301629
leaf_weight=42 21 42 23 22 41 21 32 45 185 46 113 34 28 21 28 464 29 25 22 20 256 21 44 23 20 141 40 681 406 185
leaf_count=42 21 42 23 22 41 21 32 45 185 46 113 34 28 21 28 464 29 25 22 20 256 21 44 23 20 141 40 681 406 185
internal_value=0 0.00112512 0.000882049 0.0019163 0.00192793 0.00155072 0.00108701 0.00194371 0.00095466 0.000876757 0.00180742 0.00194834 0.00195877 0.00172294 0.00200077 0.00218129 0.00207195 0.00122442 0.00181583 0.00173933 0.00182647 0.00271059 0.00308758 0.0019155 0.000621592 0.000728636 0.000774549 0.00193307 0.00191413 0.0020058
internal_weight=0 718 457 2403 2381 261 93 2340 434 392 168 147 2295 347 1948 625 518 54 319 298 276 107 65 1323 207 187 72 1300 1272 866
internal_count=3121 718 457 2403 2381 261 93 2340 434 392 168 147 2295 347 1948 625 518 54 319 298 276 107 65 1323 207 187 72 1300 1272 866
is_linear=0
shrinkage=0.00663402


Tree=2117
num_leaves=31
num_cat=0
split_feature=1 4 457 2 9 14 16 2 12 0 0 3 2 48 14 43 4 0 4 47 0 484 12 1 12 402 43 4 133 4
split_gain=6.37108 2.099 1.30629 0.940917 0.780934 0.695379 1.72861 0.663277 0.641661 0.621534 0.966869 0.58567 0.604832 0.548894 0.520154 0.514921 0.498222 0.461473 0.449045 0.439957 0.425248 0.42116 0.686973 0.429141 0.566184 0.400886 0.893106 0.60519 0.581531 0.598164
threshold=0.095950000000000021 0.27287000000000006 0.079590000000000008 0.12198500000000001 -1.0000000180025095e-35 -0.42495999999999995 -0.23935499999999996 0.13404500000000005 0.10016000000000001 -0.10096999999999999 -0.14051499999999997 0.30112000000000005 0.11293500000000002 0.12118000000000002 0.062655000000000016 -0.078844999999999985 0.51303500000000013 -0.026509999999999995 -0.0086549999999999978 0.085505000000000012 -0.068944999999999992 -0.020124999999999994 0.09474500000000001 0.096575000000000008 -1.0000000180025095e-35 0.089220000000000008 -0.51144999999999985 -0.52556499999999995 0.11269500000000002 -0.085409999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 16 8 14 9 10 13 12 21 -7 25 -11 -3 -9 -4 -5 -21 22 -6 -23 -25 26 -1 -28 29 -27
right_child=1 5 18 19 11 6 -8 17 -10 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.00061970729939744037 0.00062360166833262285 0.0018687975871054018 0.0010968792326595377 0.00033119309525298191 0.0033629074624129214 0.0012912100578319752 -0.0014587690664292119 0.001921790680305831 -0.00016192620500610235 0.0012201064436986983 0.0028336427716767888 0.00083922026084781991 0.003227204296105048 -0.00013162619558770302 0.0026200053465566119 2.0323934093526818e-07 0.00054678086044918062 0.0004399616518328949 -6.8512121480145385e-05 0.0022670529125384323 0.00073173865669324265 0.00075746075873067361 0.0016059364710606632 0.0011136206811544487 0.0020543622097387569 0.0032893206543873786 0.0030467424675661562 0.0019728145412950785 0.0011205920559975745 0.0022371456651448197
leaf_weight=28 29 49 48 38 28 74 22 23 36 32 20 27 22 20 84 54 25 26 32 20 22 21 24 45 213 38 31 1788 22 180
leaf_count=28 29 49 48 38 28 74 22 23 36 32 20 27 22 20 84 54 25 26 32 20 22 21 24 45 213 38 31 1788 22 180
internal_value=0 0.00125249 0.00153344 0.00168112 0.00182896 0.000770972 0.000584194 0.00201227 0.000774639 0.000943221 0.00131219 0.00192095 0.00200369 0.000988479 0.00203206 0.000454121 0.00142217 0.00113551 0.000630723 0.000925308 0.00146284 0.00192236 0.002552 0.00180501 0.00189028 0.0020084 0.00197033 0.00199112 0.00230139 0.00242055
internal_weight=0 901 569 489 409 332 258 2220 236 200 114 380 353 94 2171 86 74 49 80 80 42 331 52 279 258 2087 1847 1819 240 218
internal_count=3121 901 569 489 409 332 258 2220 236 200 114 380 353 94 2171 86 74 49 80 80 42 331 52 279 258 2087 1847 1819 240 218
is_linear=0
shrinkage=0.0076204


Tree=2118
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 2 2 2 4 1 52 457 12 15 47 14 13 15 0 4 4 12 0 43 10
split_gain=337.406 55.7006 32.5719 27.1735 20.7841 15.4875 13.8537 11.6714 10.6457 9.24435 7.78609 6.93702 6.91048 5.02882 3.23809 2.64946 2.60708 3.51183 2.46092 2.42922 2.33868 2.00792 1.86055 1.80379 1.79079 1.65139 1.58706 1.5446 1.50657 1.40586
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.14753000000000002 0.089885000000000007 0.40945500000000007 0.087135000000000004 -0.56176499999999996 0.080930000000000016 0.086915000000000006 -0.084564999999999987 0.090100000000000013 0.097795000000000007 -1.0000000180025095e-35 -0.41942499999999994 -0.097024999999999986 0.033845000000000007 -0.0070899999999999991 0.10124000000000001 -0.23091999999999999 0.064745000000000011 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 19 6 9 18 11 12 25 13 14 -4 -5 -14 24 -18 -1 27 -11 -15 -13 -16 28 -6 -27 -3 -17 -24
right_child=1 2 8 5 10 -7 -8 -9 -10 20 -12 22 15 21 23 16 17 -19 -20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0024054678237602537 0.0024525673722658832 0.0013175119455131586 0.0010548827721897317 0.002569273505501539 0.0025329639245256609 0.0011742747283078545 0.0014520223220302164 0.0011927431997664512 0.0013218447430799224 0.0031355255839286634 0.0010703165639700534 0.00032101878876625951 0.0027126020046400906 0.00027309424071049427 0.0020519320703061956 0.0024153164196592134 0.0014715524189784415 0.0023884615879527921 0.0018297653806278805 0.0014008250545656589 0.0024962022939993491 0.00079559811690629021 0.00011079864499173695 0.0024280388610959853 0.0021888464141646803 0.0022414992069946945 0.0016858915596164425 0.00086416137377520188 0.0021951641189360549 -0.00041600643530296502
leaf_weight=41 71 23 44 931 21 26 37 66 37 67 24 32 45 83 38 446 23 22 39 33 20 26 25 355 189 31 25 168 103 30
leaf_count=41 71 23 44 931 21 26 37 66 37 67 24 32 45 83 38 446 23 22 39 33 20 26 25 355 189 31 25 168 103 30
internal_value=0 0.00107815 0.000916047 0.00238986 0.00126838 0.00243339 0.00244777 0.00170347 0.000502664 0.00246423 0.00188627 0.000376373 0.00244303 0.000586714 0.00251656 0.00232546 0.00230321 0.00191982 0.00212481 0.000989773 0.00298855 0.000397728 6.46407e-06 0.00239167 0.00232659 0.0021406 0.00199346 0.000918753 0.00237401 -0.00017655
internal_weight=0 673 602 2448 325 2302 2276 146 277 2239 101 240 2152 153 1324 828 783 45 80 224 87 109 87 393 738 77 56 191 549 55
internal_count=3121 673 602 2448 325 2302 2276 146 277 2239 101 240 2152 153 1324 828 783 45 80 224 87 109 87 393 738 77 56 191 549 55
is_linear=0
shrinkage=0.0016407


Tree=2119
num_leaves=31
num_cat=0
split_feature=1 3 39 40 132 3 4 147 151 52 3 10 52 15 4 15 47 45 4 2 3 3 16 0 1 151 48 43 3 1446
split_gain=6.48091 1.5897 1.09287 0.708501 0.664459 0.814934 0.663897 1.08588 1.48953 0.830607 0.635862 0.636641 0.563006 0.559889 0.939767 0.543618 0.512649 0.500728 0.488523 0.735026 0.723853 0.568001 0.698123 0.575107 1.68712 0.6847 0.518156 0.536051 0.493899 0.628703
threshold=0.10337500000000001 0.31299000000000005 0.087735000000000021 0.051255000000000002 0.10512500000000001 0.42240500000000009 -0.033174999999999989 0.10100500000000003 0.050660000000000004 0.12492500000000002 0.10542000000000001 -0.0026549999999999994 0.008405000000000001 -0.46471999999999997 0.27834500000000006 1.0000000180025095e-35 0.078345000000000012 0.081955000000000014 -0.082249999999999976 0.10855000000000002 -0.23446499999999998 -0.14989499999999997 -0.5335399999999999 -0.13027499999999997 0.082005000000000008 -0.0064299999999999991 0.091545000000000015 -0.52440999999999993 -0.086424999999999988 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 5 -3 15 8 9 12 11 -1 13 -8 -15 -2 -4 18 19 20 -13 -20 -23 24 -24 -26 27 -22 -29 -30
right_child=1 4 16 -5 -6 -7 7 -9 -10 -11 -12 17 -14 14 -16 -17 -18 -19 21 -21 26 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00096362770057578249 0.0015977265762340401 0.00035355453836582171 0.0005265313756731483 0.00054961659702492934 0.0012665569868668446 -0.0012954059333927454 0.0021914177838148956 -0.00031096746276507994 0.0032347740987660831 0.002061541890500178 0.0010588620297464621 0.003377953456047592 -9.8675886982513506e-05 0.0014553434430945049 0.00040827255873996477 0.0027795384756903185 0.0014880274649061375 0.0029811795890473929 0.0008408761210599218 0.00096541444498439877 0.0031657032140927164 0.0031229063971914281 0.002662367932581559 0.0018418097267682986 0.0012336027684708394 -0.00017405020872161454 0.00094339129716674338 0.0018880379704479108 0.0025942984314416885 0.0015109099438054877
leaf_weight=40 88 68 139 22 27 20 23 22 20 48 52 22 21 102 78 26 36 21 31 31 23 21 33 1503 49 28 21 340 131 35
leaf_count=40 88 68 139 22 27 20 23 22 20 48 52 22 21 102 78 26 36 21 31 31 23 21 33 1503 49 28 21 340 131 35
internal_value=0 0.00105485 0.00120241 0.00183236 0.000281136 -2.12092e-05 0.00139789 0.00122748 0.00134339 0.00120432 0.00184421 0.00186174 0.00102063 0.00113642 0.00100161 0.00186726 0.000724325 0.00187744 0.00186722 0.00204234 0.00210071 0.0018038 0.00182206 0.00180513 0.00130392 0.000721729 0.00204962 0.00209353 0.0020448 0.00236587
internal_weight=0 718 603 2403 115 88 428 314 292 272 2381 2329 224 203 180 114 175 2289 2268 603 572 1665 1634 1613 110 77 550 529 506 166
internal_count=3121 718 603 2403 115 88 428 314 292 272 2381 2329 224 203 180 114 175 2289 2268 603 572 1665 1634 1613 110 77 550 529 506 166
is_linear=0
shrinkage=0.00718087


Tree=2120
num_leaves=31
num_cat=0
split_feature=1 4 16 157 16 1456 2 4 0 2 14 149 13 150 13 48 1 160 484 41 39 42 0 0 52 1 124 1 1 1446
split_gain=5.25156 1.57176 1.06931 0.883228 0.678338 0.804125 0.675526 1.04442 0.658876 0.634694 0.511949 0.508046 0.502357 0.507622 0.50451 0.500372 0.498243 0.480853 0.826339 0.416761 0.403379 0.696426 0.590866 0.392562 0.48945 0.386369 0.558686 0.4476 0.382716 0.366743
threshold=0.096325000000000008 0.27287000000000006 0.40020000000000006 -0.095909999999999981 -0.14158499999999996 -0.033364999999999992 0.10644500000000001 -0.07168999999999999 -0.026509999999999995 0.25063000000000007 0.062655000000000016 0.07770500000000001 -1.0000000180025095e-35 0.092390000000000014 -0.029529999999999997 0.091085000000000013 0.11588000000000001 -1.0000000180025095e-35 0.096415000000000015 0.081560000000000007 0.08456000000000001 -0.081159999999999996 0.13134000000000004 -0.076899999999999982 0.039215000000000007 0.12000500000000001 -0.010204999999999999 0.10587000000000001 0.12577000000000002 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 16 -6 10 -8 12 11 19 17 13 14 -7 -14 -5 18 28 20 22 -22 29 24 -9 27 -27 -19 -3 -1
right_child=1 9 -4 4 5 8 7 23 -10 -11 -12 -13 15 -15 -16 -17 -18 25 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001847475488560573 -0.00040655834357016939 0.0012380472267950989 0.0019716598251247777 0.0024991024660242079 0.0024202644502436112 0.0014657972214251901 5.015185969213643e-05 0.00013515061753614259 3.0917679972542996e-05 -0.00054837159222006376 0.0025069073925421586 0.0018978891191422887 0.0010865508508973143 8.3922436519370157e-05 0.00047355258723888146 0.0023947407040170675 0.0010731792334879831 -0.00013487934166226081 -5.639100516414992e-05 0.001070070726638572 0.002190649262178602 0.00014649395795465303 0.0030092437299754056 0.0018004409127275582 0.001827326432042169 0.00090775184723652707 -0.00025463294846194594 0.0012346695163356577 0.0025517422546133309 0.0022126511109059823
leaf_weight=1587 21 46 144 43 27 94 29 22 39 24 83 24 40 37 49 34 24 20 25 40 20 22 30 190 21 41 71 60 20 194
leaf_count=1587 21 46 144 43 27 94 29 22 39 24 83 24 40 37 49 34 24 20 25 40 20 22 30 190 21 41 71 60 20 194
internal_value=0 0.00112527 0.00138429 0.00117699 0.00126291 0.00111103 0.00184731 0.00146903 0.000990386 0.000693309 0.00189746 0.000790378 0.00113771 0.000911634 0.0011258 0.00168761 0.00198832 0.000696455 0.00117116 0.00187074 0.00188803 0.0011199 0.00190584 0.00164563 0.000961562 0.000471466 0.000170883 0.000892282 0.00163614 0.00188725
internal_weight=0 883 552 408 387 320 2238 262 293 331 1976 307 254 180 143 74 67 283 91 1893 1853 42 1811 233 43 192 112 80 66 1781
internal_count=3121 883 552 408 387 320 2238 262 293 331 1976 307 254 180 143 74 67 283 91 1893 1853 42 1811 233 43 192 112 80 66 1781
is_linear=0
shrinkage=0.00792826


Tree=2121
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 4 1 4 0 15 0 150 159 16 0 150 16 3 49 4 0 1 3 2 12 15 50
split_gain=134.123 22.5849 11.6261 9.77013 8.30724 7.27929 5.03577 4.04104 3.83479 3.17272 3.0216 2.84287 3.62005 2.33509 2.09188 2.27587 2.06451 2.05187 1.98372 1.93489 1.89187 1.86384 1.84105 2.32942 1.77031 1.40739 1.38862 1.28649 1.26582 1.13517
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.12337000000000002 0.10045500000000002 0.062655000000000016 0.14285500000000004 -0.064804999999999988 0.092845000000000025 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.10474999999999998 0.091355000000000006 0.082585000000000006 0.0039400000000000008 -0.15350499999999997 1.0000000180025095e-35 -0.39185999999999993 0.30112000000000005 -0.054984999999999992 -0.55119499999999988 -0.07929499999999999 0.083345000000000016 -0.12711499999999995 0.11411 0.097145000000000023 -0.094549999999999981 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 21 14 6 10 18 -6 -4 11 12 -1 19 15 16 -3 -16 27 -10 -15 -2 -13 29 -12 -25 -5 -7 -26 -24
right_child=1 4 9 26 8 7 -8 -9 13 -11 24 22 -14 20 17 -17 -18 -19 -20 -21 -22 -23 23 25 28 -27 -28 -29 -30 -31
leaf_value=0.0019384449666955807 0.001126317018921498 0.001023516205308683 0.0014931491720855132 0.0011328471459851814 0.0010517914407619502 0.0016569295745612598 0.0020946505240605731 0.0010377814698901682 0.00043755960721190778 0.00092879317284376493 0.0016125942580076645 0.0021620611024230517 0.0012183496291082031 0.00042512172560606816 0.0010001627009037189 0.00071262272333457496 0.0015608400302758558 0.00038629103778303547 0.0011521824736528698 0.00092309140381046056 2.2843973707440382e-05 0.0015970301240455609 0.0017812580128651208 0.0013417839862789487 0.0014645384861422086 0.0016594223178374547 0.00072612232976594854 0.0014776994366390993 0.00097224712438111237 0.0016272571660842811
leaf_weight=23 23 92 37 30 26 208 79 39 44 60 108 23 53 98 22 44 20 29 27 33 37 121 1038 35 30 380 54 165 20 123
leaf_count=23 23 92 37 30 26 208 79 39 44 60 108 23 53 98 22 44 20 29 27 33 37 121 1038 35 30 380 54 165 20 123
internal_value=0 0.000894282 0.00165832 0.0012822 0.000695528 0.00167954 0.00171995 0.00150352 0.000502388 0.00114406 0.0017038 0.0017227 0.00143627 0.000435008 0.000917593 0.00100472 0.00111947 0.000651098 0.00154893 0.000645645 0.000314868 0.00152185 0.00173632 0.0017301 0.00150343 0.00163263 0.000871381 0.00157765 0.00126762 0.00176494
internal_weight=0 673 2448 228 445 2351 1912 439 238 97 1833 1675 76 212 207 156 112 51 400 77 135 144 1599 1576 158 415 84 373 50 1161
internal_count=3121 673 2448 228 445 2351 1912 439 238 97 1833 1675 76 212 207 156 112 51 400 77 135 144 1599 1576 158 415 84 373 50 1161
is_linear=0
shrinkage=0.00151575


Tree=2122
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 1 47 14 2 4 1 52 457 43 15 47 4 160 3 159 0 16 10 0 12 3
split_gain=221.611 36.4377 20.7482 18.0981 12.9557 11.3533 7.73163 6.43881 6.2908 5.96729 5.82464 4.90971 4.70408 2.93287 2.50451 2.27425 2.66246 3.69232 2.02582 2.01069 1.93374 1.84643 1.62337 1.56294 1.74411 1.54804 1.50968 1.45221 1.41297 1.31724
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 -0.41942499999999994 0.090100000000000013 0.04735000000000001 -0.067824999999999983 -0.011549999999999998 0.082585000000000006 -0.072894999999999988 -0.45661999999999997 -0.38124499999999995 -0.010949999999999998 0.11734000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 11 -6 -5 12 14 13 -4 -1 -9 20 -18 -14 29 23 -15 -23 28 -25 -22 -20 -7 -17 -3
right_child=1 2 10 9 8 27 -8 15 -10 -11 -12 -13 18 21 -16 16 17 -19 26 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018712655919161738 0.0017875490023880575 0.00048952593226108548 0.00075952655862645559 0.0016093022355822756 0.0015919812996667876 0.0012617338991332265 0.00091134347868137547 0.0020287412475832158 0.00074757460952719628 0.00080560481157083746 0.00087656614800436371 0.0022952994433591799 0.00024552349939224906 0.00064655961439724326 0.001698299756484936 0.0017289643300453048 0.0017209627521773162 0.00085251217424638993 8.1882159356758393e-05 0.0010265830861704202 0.0017806815599590907 0.00042458330908983025 -2.9304134313134002e-05 0.0022366718083515103 0.0017350339782985979 0.0014751711274404731 -0.00040992532731327452 0.00071964426108558574 0.0013887298850762035 0.00074648594367714496
leaf_weight=1092 71 99 39 34 71 27 24 45 30 63 37 59 37 23 245 496 25 22 25 33 55 31 48 30 37 142 37 21 31 92
leaf_count=1092 71 99 39 34 71 27 24 45 30 63 37 59 37 23 245 496 25 22 25 33 55 31 48 30 37 142 37 21 31 92
internal_value=0 0.000740024 0.000616478 0.00174177 0.000881461 0.00176877 0.00178428 0.00179347 0.00134117 0.00108731 0.000305578 0.00185883 0.00021755 0.000398921 0.00183957 0.00169014 0.00167196 0.00131445 -4.07658e-05 0.000674183 0.0016932 0.000261043 0.000148804 0.00173723 0.00195965 0.00156047 -0.000211616 0.00102457 0.00170895 0.000613297
internal_weight=0 673 602 2448 325 2351 2303 2279 101 97 277 1396 240 141 1337 883 838 47 99 224 791 102 79 594 67 197 62 48 527 191
internal_count=3121 673 602 2448 325 2351 2303 2279 101 97 277 1396 240 141 1337 883 838 47 99 224 791 102 79 594 67 197 62 48 527 191
is_linear=0
shrinkage=0.00154607


Tree=2123
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 12 2 2 2 4 47 0 49 50 41 0 12 39 3 3 0 4 3 15 1 2 457 31
split_gain=179.344 21.9441 20.1285 10.4733 10.2651 8.73516 7.16662 7.14683 5.46723 4.98788 4.39359 4.37369 3.10709 2.5158 2.50808 2.464 2.43872 2.28584 3.5428 2.25263 2.7758 2.4671 2.23661 2.15817 2.7171 2.00877 1.92139 1.90128 1.8971 1.75593
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -0.16363499999999997 0.090455000000000021 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.033845000000000007 0.077555000000000013 -0.067094999999999988 -0.012034999999999999 0.041865000000000006 0.075585000000000013 -0.097024999999999986 0.13597000000000004 0.095830000000000012 0.149315 -0.017889999999999996 -0.22491999999999998 -0.059649999999999988 0.090900000000000009 -0.089964999999999976 0.12958500000000003 0.10444500000000002 0.045365000000000009 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 8 -6 16 29 26 12 17 23 27 -2 25 -4 -9 -19 20 21 -11 -23 -1 -25 -7 -10 28 -8 -3
right_child=1 5 7 -5 6 15 13 11 9 19 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0019928081389623538 0.0011663138531810351 0.00075917280206237302 0.0020135302735786332 0.00090790972357105673 0.0019896593611147045 0.00032641344120052507 0.0016792637915295993 0.0022791905181198629 0.0017903489465659532 0.00063342334498686995 0.0011208168029915768 0.0016167436450662076 0.0023058553382966423 0.00073145419703400075 0.0017824806715639654 0.00075548890796068701 0.0023256515827846783 0.0018979471121593145 0.0012940064665891635 0.00049235550577484256 0.00064206831592176507 0.00087803285544686574 0.0014566927711219398 0.0017761241693532773 0.0011830846678280989 -0.00024838732616751593 0.0011149907571301634 0.0010377679436170645 0.0011673029363200478 0.00031687636619274313
leaf_weight=71 20 41 1097 74 31 54 36 37 22 21 22 169 33 28 92 23 66 715 25 33 48 26 46 83 25 21 20 57 36 49
leaf_count=71 20 41 1097 74 31 54 36 37 22 21 22 169 33 28 92 23 66 715 25 33 48 26 46 83 25 21 20 57 36 49
internal_value=0 0.000920055 0.00188554 0.00136828 0.00157115 0.000713695 0.00129675 0.00194845 0.000844922 0.000980987 0.00179161 0.00184666 0.00186122 0.00115994 0.00167245 0.000303943 0.00203124 0.00189667 0.00187754 0.000863251 0.000950056 0.00110902 0.00124773 0.00177924 0.00163885 0.000165469 0.00146875 0.00125294 0.00142328 0.000518367
internal_weight=0 590 2531 186 422 404 188 2109 306 216 234 946 212 157 112 98 1163 777 740 174 141 93 72 179 108 75 42 129 72 90
internal_count=3121 590 2531 186 422 404 188 2109 306 216 234 946 212 157 112 98 1163 777 740 174 141 93 72 179 108 75 42 129 72 90
is_linear=0
shrinkage=0.00157699


Tree=2124
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 4 2 34 11 0 12 11 0 4 47 16 0 2 14 16 4 13 16 131 15
split_gain=145.872 17.1525 15.9871 10.622 9.51706 6.01026 5.99428 5.28816 5.20917 4.22216 3.92667 3.03365 3.11537 2.9047 2.84037 3.85799 2.75177 2.7326 2.50909 2.29993 2.06335 1.91598 1.92176 1.8503 2.00871 1.78971 1.72087 1.6944 1.63542 2.00882
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090455000000000021 0.12958500000000003 -0.16363499999999997 0.40124500000000002 0.11389000000000002 0.033845000000000007 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.097024999999999986 0.13597000000000004 0.080150000000000013 -0.11173999999999999 0.27834500000000006 0.077555000000000013 -0.4714549999999999 -0.066089999999999996 0.10402500000000002 0.062655000000000016 0.10994000000000002 -0.0070899999999999991 -1.0000000180025095e-35 -0.040964999999999994 0.082750000000000004 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 13 11 -6 25 19 14 12 -3 17 -7 -16 -15 20 -14 23 -4 22 -9 24 -1 -5 -20 -8 29 -13
right_child=1 6 5 8 7 10 27 21 -10 -11 -12 28 18 16 15 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017132618973814218 0.0010660457789626202 0.00044500173030239282 0.0019931191693541156 0.0021160786634966092 0.0020016695635348596 0.0024029488511651416 0.00097534541677544366 0.001523565067725764 0.0010899876359333903 0.0011940086257474026 0.0016833684314366704 0.00066102550267494343 0.0013113488562247471 0.0027146924153697719 0.0019592899540294465 0.0013035954403541523 0.0021165231794858267 0.0020800725548156228 0.0005819023332811874 0.002347146704606457 0.0012725587421734993 0.00085330050170083515 0.0011247161308662319 0.0023461023193070262 0.0021456773984994599 0.0016558701588676634 0.0011548949439476638 0.0015985280702859094 0.00084667359737170889 0.00011410508882340607
leaf_weight=121 181 45 23 46 31 37 23 71 29 22 169 29 36 37 715 25 47 1036 43 33 20 26 60 20 38 45 21 24 20 48
leaf_count=121 181 45 23 46 31 37 23 71 29 22 169 29 36 37 715 25 47 1036 43 33 20 26 60 20 38 45 21 24 20 48
internal_value=0 0.00104289 0.00194881 0.001317 0.0016573 0.00200714 0.000757391 0.00138241 0.00169553 0.00187815 0.00191002 0.000653258 0.000803505 0.00208613 0.00195932 0.00193714 0.00238 0.00206325 0.000964832 0.00194914 0.00165797 0.00126014 0.00134089 0.00187577 0.00181661 0.0018885 0.000769916 0.00129357 0.000428662 0.000320088
internal_weight=0 590 2531 301 422 2109 289 188 120 234 946 242 145 1163 777 740 84 1079 100 212 43 157 131 179 159 91 64 47 97 77
internal_count=3121 590 2531 301 422 2109 289 188 120 234 946 242 145 1163 777 740 84 1079 100 212 43 157 131 179 159 91 64 47 97 77
is_linear=0
shrinkage=0.0016407


Tree=2125
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 0 1 150 50 2 40 39 1 4 481 4 47 474 2 52 12 52 52
split_gain=227.639 35.7218 17.7236 16.5419 13.5454 11.3283 7.9997 6.87587 6.20758 5.71595 5.69657 3.41261 3.63694 3.25797 2.50209 2.48819 2.311 2.19238 2.11343 1.98258 1.80692 1.76349 1.5663 1.5413 1.51756 1.49656 1.47558 1.44814 1.28939 1.14618
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10855000000000002 0.14122000000000004 0.089625000000000024 -0.09595999999999999 0.122715 1.0000000180025095e-35 0.041865000000000006 0.088850000000000012 -0.077714999999999992 0.095830000000000012 0.13075500000000004 0.018150000000000003 -0.0066299999999999996 -0.033174999999999989 0.08265500000000002 0.032465000000000008 0.31358000000000003 0.40674500000000008 0.085885000000000017 -0.088204999999999992 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 11 -4 -8 14 16 23 28 20 25 26 -3 22 -5 24 -18 -11 -13 29 -6 -1 -14 -2 -7
right_child=1 4 8 19 15 10 9 -9 -10 18 -12 12 27 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0064653165983708256 0.0063964180298968073 0.0050718474816193451 0.006204486321385946 0.0054070567725320005 0.0045822548069413384 0.0065399742397357352 0.0057319400541327144 0.0068444815413376192 0.0053847669964151787 0.0056461336784668237 0.0055737654595774981 0.0056548132704758829 0.005938430869048948 0.0056570510557757137 0.0057246086943447171 0.0050001320449054466 0.0065759849789797592 0.0046041586952194832 0.0048461313744134352 0.0048812797939470822 0.0060734871000723382 0.0062992648561457356 0.0052112422909696447 0.0061731169783510323 0.0066334958650804618 0.0041265177428418572 0.0060602049206003594 0.0063438967972865787 0.006068889976519041 0.0062030720209951982
leaf_weight=930 59 46 34 60 61 28 69 79 63 24 41 32 23 29 27 26 62 50 32 24 140 491 113 24 28 24 22 249 56 175
leaf_count=930 59 46 34 60 61 28 69 79 63 24 41 32 23 29 27 26 62 50 32 24 140 491 113 24 28 24 22 249 56 175
internal_value=0 0.00530446 0.00631974 0.00580208 0.0050495 0.00634646 0.005205 0.00639789 0.00567209 0.00535696 0.00612249 0.00637864 0.00623574 0.00612015 0.00617901 0.0045816 0.00640978 0.00482826 0.00520387 0.00525683 0.00621208 0.00633029 0.00528743 0.00587694 0.00629608 0.00445358 0.00645595 0.00630961 0.00623693 0.00624954
internal_weight=0 673 2448 228 445 2351 334 1912 97 238 439 1833 328 144 398 111 1505 96 169 84 371 553 137 56 231 85 952 272 115 203
internal_count=3121 673 2448 228 445 2351 334 1912 97 238 439 1833 328 144 398 111 1505 96 169 84 371 553 137 56 231 85 952 272 115 203
is_linear=0
shrinkage=0.00154607


Tree=2126
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 2 4 47 14 12 1 49 47 51 13 50 1 49 0 160 11 16 15 43 3 0
split_gain=332.395 39.8883 34.8299 21.7071 20.0695 16.1013 12.0532 10.8392 9.67857 8.08383 7.94967 5.78833 5.4102 5.20581 5.09583 4.42111 4.26353 4.08743 3.35078 3.06637 3.00513 3.38991 2.85074 2.76364 2.51387 3.12402 2.37155 2.35781 2.3083 2.2976
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.090455000000000021 -0.17966999999999997 0.27287000000000006 0.11389000000000002 0.053180000000000012 0.10019500000000002 0.076175000000000007 0.13597000000000004 0.12000500000000001 -0.012034999999999999 0.091680000000000011 -0.10056999999999998 -1.0000000180025095e-35 0.041865000000000006 0.10124500000000002 -0.061079999999999988 -0.064754999999999993 -0.067824999999999983 0.080455000000000013 -0.066924999999999985 -0.089964999999999976 -0.088004999999999986 0.092670000000000016 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 8 12 -6 11 17 13 18 29 24 -10 -2 20 -1 -3 26 21 -9 -13 -16 25 -8 -7 -19 -29 -4
right_child=1 5 6 -5 7 19 10 16 14 -11 -12 22 -14 -15 23 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032064321880429674 0.0018241989904553139 0.001248389065658991 0.0026289318151354072 0.0013869387361912832 0.0028973503290436499 0.00065197429184913616 0.0029063226114394631 0.0023189630776009221 0.0014853837378853115 0.0017517756198629727 0.0023944492441096803 0.002453361089799589 0.0035219666003505649 0.0021313325613004238 0.0012872602119578108 0.0026586367070282296 0.0023481421128872504 0.0022517901920712045 0.0018856847002192945 0.0011244579093621155 0.0014653498033739567 0.0015313877091936942 0.0016521271619522647 0.00067067701180369946 0.003120860247051912 0.0026915242373090282 3.8533786109249614e-05 0.0028602202014612406 0.0023553473591063283 0.0029752022490977846
leaf_weight=45 20 74 52 74 28 63 344 31 48 22 148 27 46 29 26 92 31 30 30 26 72 26 20 68 68 357 22 107 30 1065
leaf_count=45 20 74 52 74 28 63 344 31 48 22 148 27 46 29 26 92 31 30 30 26 72 26 20 68 68 357 22 107 30 1065
internal_value=0 0.00144657 0.00278727 0.00206297 0.00236543 0.00116279 0.00287167 0.00197408 0.00136044 0.00267986 0.00273684 0.00164394 0.00298135 0.00280035 0.00105897 0.00250963 0.00181251 0.00277617 0.00143222 0.000641063 0.00168379 0.00195972 0.00211241 0.000841221 0.00282558 0.00279693 0.000493201 0.00266023 0.00274966 0.00295908
internal_weight=0 590 2531 186 422 404 2109 188 293 234 946 151 1163 798 142 112 160 212 104 111 129 57 47 94 769 701 85 167 137 1117
internal_count=3121 590 2531 186 422 404 2109 188 293 234 946 151 1163 798 142 112 160 212 104 111 129 57 47 94 769 701 85 167 137 1117
is_linear=0
shrinkage=0.00160853


Tree=2127
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 42 0 3 52 4 11 49 4 15 1 40 474 1 12 2 15 0 16 4 457
split_gain=165.09 27.4945 14.9076 12.4712 10.4843 8.82351 7.31209 6.47493 6.28001 5.6553 4.66267 4.08004 3.95444 3.49982 3.96019 2.56003 2.52909 2.38848 2.42066 2.37604 2.35781 1.91074 2.67574 1.82375 1.93981 1.73669 2.13366 1.65854 1.55236 1.48831
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.042705000000000007 1.0000000180025095e-35 -0.17966999999999997 -0.076394999999999977 -0.079119999999999982 0.086245000000000016 1.0000000180025095e-35 0.27044500000000005 1.0000000180025095e-35 -0.054984999999999992 -0.49013999999999996 0.050935000000000008 0.11654500000000001 -0.077714999999999992 0.10008000000000002 0.080270000000000022 0.09320500000000001 0.099185000000000009 -0.069954999999999989 -0.059114999999999994 -0.12029499999999999 -0.55119499999999988 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 20 11 -8 -10 -4 12 15 14 27 -1 -2 23 21 -11 -3 22 -19 24 28 26 -6 -9 -13 -14
right_child=1 4 10 -5 25 -7 8 13 9 19 -12 17 29 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020880786068423508 0.0013889115464821591 0.00097950964480125356 0.0020150401707086686 0.0011249858438609798 0.00082293732089032108 0.0013797205715866021 0.0018420682404191764 0.0019743157606825308 0.0018311261766196336 0.0011790512710571266 0.0012372168538325955 0.0027349599731361211 0.0018824994197035728 0.0020121884261212518 0.0010877209571389173 0.0023785424312242364 0.0019046040313272529 0.0017981401999142771 0.0019792777441299172 0.00084849154972252026 0.00052500996295806485 0.002050829428780447 0.0013252204777513311 0.00185389158563227 0.001960215855105744 0.00018051646780829186 0.00035891422834808415 0.001657143712195687 0.0022234354490107628 0.0013996301030685249
leaf_weight=1218 24 47 21 85 58 48 30 52 22 120 74 20 42 110 21 68 127 123 330 75 50 42 32 36 32 20 33 107 34 20
leaf_count=1218 24 47 21 85 58 48 30 52 22 120 74 20 42 110 21 68 127 123 330 75 50 42 32 36 32 20 33 107 34 20
internal_value=0 0.00116785 0.00197489 0.00157137 0.000958554 0.0019979 0.00108418 0.00201088 0.00121729 0.00113091 0.00140916 0.00204042 0.00208611 0.00180745 0.00168234 0.00210344 0.00182264 0.00194551 0.00190299 0.00105191 0.000745231 0.00177519 0.00170051 0.0021292 0.00224445 0.000569233 0.000654665 0.00176087 0.00241289 0.00172674
internal_weight=0 691 2430 236 455 2335 344 2287 247 217 95 1997 1348 290 180 1286 151 649 527 195 97 197 155 122 86 111 91 159 54 62
internal_count=3121 691 2430 236 455 2335 344 2287 247 217 95 1997 1348 290 180 1286 151 649 527 195 97 197 155 122 86 111 91 159 54 62
is_linear=0
shrinkage=0.00145689


Tree=2128
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 2 15 147 132 15 48 43 3 4 16 40 14 12 15 2 12 15 51 1 12 130 16 0 2
split_gain=11.766 2.50962 1.18169 1.03424 1.02509 1.20118 0.964376 0.969627 0.853376 0.792392 1.16783 1.23321 0.764032 0.803978 1.09696 1.38202 0.706294 0.688581 0.622758 0.618096 0.58893 0.590374 0.598933 1.10518 0.942225 0.52878 0.522742 0.518264 0.509324 0.945045
threshold=0.10337500000000001 -0.053259999999999995 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.12043500000000001 -0.41942499999999994 0.089365000000000014 0.088890000000000011 -0.41942499999999994 0.086665000000000006 -0.078654999999999989 0.149315 -0.0073899999999999999 -0.059624999999999991 -0.077474999999999988 0.076975000000000002 -0.029094999999999999 -0.41942499999999994 0.13501500000000002 0.095565000000000011 -0.040804999999999994 0.045645000000000005 0.093100000000000002 0.090695000000000012 0.012250000000000002 -0.52595999999999987 -0.076579999999999995 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 8 16 -6 7 -2 17 10 -4 -12 -7 14 -14 27 -3 28 26 -8 21 22 24 -24 25 -20 -5 -16 -1 -30
right_child=1 2 9 18 5 12 19 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029672175990489063 0.0011989990413418482 0.001586967090430552 0.001641293755461932 0.0014982151077739688 0.0032545968714308899 0.0007669614687813535 0.0023539075121365317 0.0027719157320550939 0.0017656744654254079 0.0018813133546159392 -0.0017974253977471833 0.00061403826974245376 0.003606341736719513 0.0011602422178805811 0.0017659581858202426 0.0005978139622139951 0.00033122560060876697 0.0036645193352554976 0.003492561841982763 0.00078608105774550185 0.0017711846127973256 0.0024754255288487624 0.0029983539253345235 0.0047430482408766352 0.0011598731679944333 0.0023594997176713873 0.0027998673874233674 0.0030279094153313575 0.0011213148168445456 0.0027443312215865985
leaf_weight=1432 25 50 24 51 30 43 25 175 35 23 20 29 25 61 34 33 50 71 45 32 39 259 107 25 21 47 26 39 22 223
leaf_count=1432 25 50 24 51 30 43 25 175 35 23 20 29 25 61 34 33 50 71 45 32 39 259 107 25 21 47 26 39 22 223
internal_value=0 0.00173942 0.00140963 0.00282935 0.00160361 0.00184683 0.00233098 0.0025753 0.00292075 0.000672082 0.000291091 -0.000370233 0.00166711 0.00186871 0.00219861 0.00186659 0.000959096 0.00294387 0.00256651 0.00147372 0.00265567 0.00272412 0.00298702 0.00332879 0.00258778 0.00291371 0.00193773 0.00244015 0.00291336 0.00259859
internal_weight=0 718 461 2403 365 265 257 200 1783 96 73 49 235 192 131 106 100 1748 620 57 543 504 245 132 113 92 77 73 1677 245
internal_count=3121 718 461 2403 365 265 257 200 1783 96 73 49 235 192 131 106 100 1748 620 57 543 504 245 132 113 92 77 73 1677 245
is_linear=0
shrinkage=0.00747098


Tree=2129
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 46 158 2 10 2 133 39 52 3 16 13 484 160 4 0 16 51 156 3 402 403 402 4 4 1429
split_gain=9.53045 2.03997 1.15559 0.905772 0.768152 0.767835 0.765867 0.7164 0.666868 0.564882 0.653974 0.562991 0.740299 0.579386 0.556738 0.486602 0.763475 0.667256 1.04457 1.00264 0.609625 0.652871 0.644202 0.603392 0.647282 0.648235 1.12881 1.0699 0.858193 0.720729
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.042705000000000007 0.09173000000000002 0.081930000000000017 0.07968500000000002 0.13913500000000004 -0.062879999999999978 0.13712500000000002 0.089200000000000015 0.08456000000000001 -0.087769999999999987 0.10299500000000002 -0.29154999999999992 -0.085384999999999975 0.091180000000000011 -0.55248999999999981 -0.42529999999999996 0.051010000000000007 0.052820000000000013 0.082455000000000014 -0.0011799999999999998 -0.15447499999999995 -1.0000000180025095e-35 0.24690500000000001 0.095250000000000015 -0.078629999999999992 -0.081114999999999979 0.083810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 7 -2 9 -5 11 -4 10 -3 13 -13 15 -12 16 23 -17 -19 20 21 -20 -22 -1 -25 26 27 28 -26 -29
right_child=1 2 8 6 -6 -7 -8 -9 -10 -11 14 12 -14 -15 -16 17 -18 18 19 -21 22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.003365382055944608 0.0021109996252233801 0.0014124115451507656 -0.0005164111598398699 0.0016413068929608274 0.0014020896781099792 0.0024230299689582055 0.002306972607541302 0.001002074625558911 0.00073862622623773887 0.00066505907461288614 0.0012398608140806702 0.002528255812294297 0.0011387724932095027 0.0015240793900604217 -0.00018626136428522827 0.0010372728216312128 0.003305905567987313 0.0028471354904689417 0.0022807633492873264 0.00075507173173766477 0.0027152072070359091 0.0018613512943717822 0.0016892327832150481 0.0028834208711838376 0.0018995279722506815 0.0013552924443656893 0.0032892531204296175 0.0025105176087577307 0.0003582273335901237 0.0014892473248886344
leaf_weight=21 128 245 21 240 112 20 94 20 78 71 23 23 43 47 20 20 34 88 988 20 28 170 164 59 48 34 37 173 20 32
leaf_count=21 128 245 21 240 112 20 94 20 78 71 23 23 43 47 20 20 34 88 988 20 28 170 164 59 48 34 37 173 20 32
internal_value=0 0.00130992 0.00107381 0.00213073 0.00178017 0.0012309 0.00182865 0.00217949 0.000472406 0.00116449 0.00128761 0.00219098 0.00162299 0.00220989 0.000576548 0.00222654 0.00240457 0.00217137 0.00218692 0.00214451 0.0021651 0.00221919 0.00183885 0.0023323 0.00227847 0.00217471 0.00226458 0.0021257 0.0014462 0.0023511
internal_weight=0 718 478 2403 240 379 334 2069 99 359 288 2049 66 1983 43 1936 458 1478 1458 1370 1350 1158 192 424 403 344 310 273 68 205
internal_count=3121 718 478 2403 240 379 334 2069 99 359 288 2049 66 1983 43 1936 458 1478 1458 1370 1350 1158 192 424 403 344 310 273 68 205
is_linear=0
shrinkage=0.00625138


Tree=2130
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 12 4 47 2 4 2 14 16 47 12 52 2 3 49 159 11 51 0 160 52 0 15 2 3
split_gain=220.55 26.4697 23.9398 14.9611 13.8672 9.7092 8.10807 6.88847 6.77432 5.56641 5.31814 3.86229 3.70177 3.64181 3.38547 3.24681 2.77511 3.97738 4.01321 2.71263 2.46377 2.3691 2.24358 2.16761 2.65596 2.16737 2.04026 2.28051 1.88939 1.68232
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.11690500000000002 0.090455000000000021 -0.16363499999999997 0.085505000000000012 0.11389000000000002 0.033845000000000007 0.31358000000000003 0.076175000000000007 -0.042349999999999992 0.077555000000000013 0.13597000000000004 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 -0.012034999999999999 0.082585000000000006 0.080455000000000013 -0.10056999999999998 -0.066089999999999996 -0.0071899999999999993 0.12418000000000001 -0.11173999999999999 -0.095244999999999982 0.10882500000000002 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 19 20 12 -5 11 14 15 25 26 -10 22 21 17 18 -9 -2 28 23 -1 -8 -25 -7 27 -4 -3 -12
right_child=1 5 6 7 -6 8 10 16 13 -11 29 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024724152559146852 0.0014767628498825371 0.0017447118107614509 0.002394711259884128 0.0021928826240653143 0.0011437770573024268 0.00068417415866104715 0.0022352630365503239 0.0012273846886542671 0.00097253188797369187 0.0014042168765810476 0.0015068855362092664 0.00011827483403050083 0.00274887277204461 0.0016790836653331823 0.0026268911209694451 0.0017145769095266575 0.0019032152750915151 0.0010376509446614818 0.0018973073913446808 0.0020806037158257393 0.00097861690166686603 0.0024879809479175503 0.0020327594359301052 0.0015372032966367111 0.0021156690861345081 0.0011327572029266068 0.0023327595592428948 0.0017648092219365954 0.0012874410159539138 0.0019658893769405428
leaf_weight=31 20 31 22 31 74 158 554 40 49 22 20 24 46 24 33 29 23 55 39 92 34 67 148 21 106 28 1065 30 56 149
leaf_count=31 20 31 22 31 74 158 554 40 49 22 20 24 46 24 33 29 23 55 39 92 34 67 148 21 106 28 1065 30 56 149
internal_value=0 0.00117907 0.00218799 0.0018649 0.00164296 0.000965503 0.00225264 0.00155274 0.000814867 0.0021157 0.00215048 0.000679311 0.00233574 0.00120482 0.00218953 0.00220244 0.00142634 0.00134449 0.00155811 0.00197277 0.00131782 0.00222135 0.0021089 0.00219512 0.00202002 0.000751703 0.00231873 0.00203131 0.00145038 0.00191157
internal_weight=0 590 2531 422 186 404 2109 188 283 234 946 210 1163 73 212 777 157 134 79 112 121 748 179 681 127 186 1117 52 87 169
internal_count=3121 590 2531 422 186 404 2109 188 283 234 946 210 1163 73 212 777 157 134 79 112 121 748 179 681 127 186 1117 52 87 169
is_linear=0
shrinkage=0.00148603


Tree=2131
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 2 15 1 2 3 4 15 4 96 47 47 13 49 42 40 158 159 475 475 475 49 16 51 16 3
split_gain=8.90699 1.91785 1.03087 0.893691 0.822118 0.815953 0.779366 0.621267 0.540661 0.545485 0.633044 0.529413 0.508322 0.508474 0.486999 0.663106 0.571689 0.730675 0.654679 0.749012 0.48192 0.515021 0.520573 0.969243 0.762687 0.584149 0.503447 0.467898 0.622466 0.466217
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 0.40124500000000002 0.12043500000000001 0.092120000000000021 -0.41942499999999994 0.12000500000000001 0.15109000000000003 0.090900000000000009 -0.15289999999999995 -0.41942499999999994 -0.064804999999999988 0.087655000000000025 0.081320000000000017 0.10323000000000002 -0.07743499999999999 -0.080089999999999981 0.086375000000000021 -1.0000000180025095e-35 0.085030000000000008 0.11109000000000001 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.11560500000000001 -0.010264999999999998 -0.089344999999999994 0.023255000000000001 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 6 20 -2 27 9 14 -11 -6 -9 -14 16 -16 18 -18 -7 -20 21 22 23 -1 26 -26 -24 -3 -29 -19
right_child=1 2 -4 -5 11 8 -8 12 -10 10 -12 -13 13 -15 15 -17 17 29 19 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0028139606414058892 0.0010408559241559447 0.00072100188302901534 -0.00035206237382502139 0.00098235720250396097 0.0020688173213876484 0.0036092488646219754 0.0025074848616243929 0.00208780255079005 0.0011233693360840737 0.0023939636907858858 0.00085083836603573875 0.00060530317619823088 0.0010641816450645874 -0.00021176169686442029 0.0041967035033147393 0.0023091460278385875 0.00095686886772370033 0.0030461134851149331 0.001111395884354093 0.0027231772526271425 0.0030717190977347974 0.0014057701570741976 0.0045484982463313058 0.00067731313787488449 0.0026472272521668987 0.0014474895591263864 0.002985636387844751 0.0016307528734250943 0.0030584208989673967 0.0022354132430220143
leaf_weight=29 25 28 23 22 28 42 176 26 21 36 29 32 186 21 22 23 25 48 20 135 154 21 20 23 1275 25 33 152 21 400
leaf_count=29 25 28 23 22 28 42 176 26 21 36 29 32 186 21 22 23 25 48 20 135 154 21 20 23 1275 25 33 152 21 400
internal_value=0 0.00155515 0.00125157 0.00254178 0.00208673 0.00255619 0.00232507 0.00133655 0.0023541 0.00238723 0.00170549 0.00128828 0.00106341 0.000934738 0.00244921 0.00323195 0.00239664 0.00225011 0.00274845 0.00251521 0.00265864 0.00261403 0.00263209 0.00186891 0.00266142 0.00262416 0.0035754 0.00165318 0.00180405 0.00232227
internal_weight=0 718 457 2403 261 2381 201 434 801 780 65 60 233 207 715 45 670 473 197 155 1580 1426 1405 52 1353 1300 53 201 173 448
internal_count=3121 718 457 2403 261 2381 201 434 801 780 65 60 233 207 715 45 670 473 197 155 1580 1426 1405 52 1353 1300 53 201 173 448
is_linear=0
shrinkage=0.00777281


Tree=2132
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 4 0 15 123 1 150 12 4 3 3 43 50 15 151 1 40 16 0
split_gain=186.871 31.975 15.0293 14.8932 10.5888 9.06499 9.06119 7.82541 6.19251 4.68759 4.63736 4.47889 3.48821 3.30993 4.01725 2.99911 2.56524 2.51876 2.34409 2.54028 2.77538 2.14854 3.04199 2.03385 2.25599 2.06573 2.01806 1.92166 1.68052 1.6588
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.092845000000000025 0.14122000000000004 -0.17966999999999997 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.10695000000000002 0.122715 1.0000000180025095e-35 0.087765000000000024 -0.52556499999999995 -0.13927999999999999 0.30112000000000005 -0.078139999999999973 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.083345000000000016 -0.077714999999999992 -0.039889999999999988 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 27 -8 12 -4 17 -9 13 14 -1 21 -2 -7 19 -15 -21 22 -13 24 -6 -26 -14 -3 -16 -20
right_child=1 4 9 -5 23 10 7 11 -10 -11 -12 15 26 18 28 -17 -18 -19 29 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002513412772503003 0.0021655345322729763 0.00097557941400777746 0.0020432080879113071 0.0012242969939352509 0.0007866592896784107 0.0021166713955860623 0.0020683740710153923 0.0019028527061632605 0.0027143886514934667 0.0013295142752799047 0.0015258189304190033 0.00094137783268188717 0.0021607345035676143 0.0029045042083940928 0.0015055841269575219 0.00057348243785905874 0.0016406964060361698 0.0016177941388179867 0.0022608582803810432 0.0017831992742804381 0.0023648779731353067 0.00090964923568522872 0.0014614470674529482 0.0009782440043671944 0.00057407462067582805 -9.4926109068495669e-05 0.001777533202442768 0.00052895919868051634 0.0020849001349590207 0.0019726738187208453
leaf_weight=23 115 46 37 84 29 371 30 21 79 60 41 40 108 21 33 21 29 27 791 21 713 46 93 23 22 24 50 50 20 53
leaf_count=23 115 46 37 84 29 371 30 21 79 60 41 40 108 21 33 21 29 27 791 21 713 46 93 23 22 24 50 50 20 53
internal_value=0 0.00127179 0.00221007 0.00175201 0.00102575 0.00223517 0.00115502 0.00131262 0.00228209 0.00160175 0.00203081 0.00121003 0.00226346 0.00228459 0.00196304 0.00113728 0.00205984 0.00208283 0.00229987 0.00236371 0.00234824 0.00120343 0.00130504 0.000568001 0.000442194 0.000225031 0.00203947 0.000742965 0.00172419 0.00224276
internal_weight=0 673 2448 228 445 2351 347 251 1912 97 439 221 1833 1675 76 200 144 398 1599 755 734 179 133 98 75 46 158 96 53 844
internal_count=3121 673 2448 228 445 2351 347 251 1912 97 439 221 1833 1675 76 200 144 398 1599 755 734 179 133 98 75 46 158 96 53 844
is_linear=0
shrinkage=0.00157699


Tree=2133
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 14 1 2 2 4 52 1 1 2 15 10 160 14 0 47 4 0 4 16 43 15
split_gain=149.057 25.1307 16.03 11.3578 9.06499 6.90348 6.66184 5.42381 4.53523 4.3567 4.35399 3.6725 3.49223 2.70357 2.27592 1.90548 1.82079 2.93242 1.75926 1.74492 1.56078 1.48271 1.47209 1.65939 1.41511 1.3473 1.36573 1.84933 1.48342 1.21508
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.13501500000000002 -0.022174999999999997 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.14753000000000002 0.42051500000000003 -0.56176499999999996 0.090540000000000023 0.089770000000000016 0.09678500000000001 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35 -0.23083499999999998 -0.062294999999999996 0.10728500000000002 0.51388000000000011 0.18019500000000002 0.0052350000000000009 -0.12029499999999999 0.064745000000000011 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 22 9 12 11 -5 15 13 -4 -13 29 25 -18 -14 -20 -15 -6 23 -3 -22 26 28 -28 -16 -1
right_child=1 2 8 10 21 -7 -8 -9 -10 -11 -12 14 18 20 16 -17 17 -19 19 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024057338020822077 0.0020193022420257694 0.0023017469433576363 0.0010887601512417531 0.0018764961541817679 0.0013291622551730683 0.0013996660154799371 0.0010948581057922265 0.0012176597355949015 0.0012613217097827741 0.0024029109671795785 0.0011561869313716124 0.0023054871516539153 0.00068762700772512274 0.00096042213149711122 0.0020429198359422419 0.0019437860822180408 0.001130877222839787 0.0018941815115276345 0.00052392268300864781 -6.2981257822217378e-05 0.00030487308619544628 0.00098136181908372927 0.0015033603244022586 0.0017623848409991851 0.0007737948597147039 0.0015205470409122039 0.0020191759579636036 0.0017252604042038533 0.0018020987977734959 0.0020950125441933486
leaf_weight=35 76 28 54 37 41 48 45 22 37 84 58 43 32 28 404 241 20 42 25 30 41 169 21 34 30 20 100 136 83 1057
leaf_count=35 76 28 54 37 41 48 45 22 37 84 58 43 32 28 404 241 20 42 25 30 41 169 21 34 30 20 100 136 83 1057
internal_value=0 0.00112924 0.00101924 0.00199283 0.00125904 0.00201545 0.0016032 0.00202838 0.000726643 0.00203625 0.00143673 0.00202213 0.000644213 0.000793454 0.00193772 0.00207583 0.00191808 0.00164795 0.000381755 0.000203793 0.000632378 0.00104927 0.0018788 0.00200597 0.000503009 0.00194062 0.00195224 0.0018498 0.00200188 0.00210497
internal_weight=0 691 615 2430 338 2335 128 2287 277 2265 95 2181 240 153 848 1333 805 62 87 55 99 210 83 62 71 743 723 236 487 1092
internal_count=3121 691 615 2430 338 2335 128 2287 277 2265 95 2181 240 153 848 1333 805 62 87 55 99 210 83 62 71 743 723 236 487 1092
is_linear=0
shrinkage=0.0016407


Tree=2134
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 2 4 0 12 52 2 3 11 11 0 47 1 4 51 51 148 15 39 1 376 2
split_gain=142.838 18.7225 16.2579 12.5329 9.47098 6.10367 6.03378 6.00094 5.32845 4.25652 3.88855 3.12108 4.65175 2.69298 2.6563 3.56943 2.51207 2.96508 2.76702 2.48395 2.30379 2.29244 1.84851 2.09064 1.82329 1.82287 1.94873 1.7375 1.57999 2.84681
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.17966999999999997 0.082585000000000006 0.11389000000000002 0.033845000000000007 -0.097734999999999989 0.13597000000000004 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 1.0000000180025095e-35 0.080150000000000013 -0.11242999999999999 0.077555000000000013 0.16540500000000002 0.098655000000000007 -0.10056999999999998 -0.033649999999999992 -0.043434999999999994 -0.091604999999999978 0.091820000000000013 0.122715 0.084145000000000011 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 9 24 16 -6 21 19 11 -8 -13 14 15 -9 18 -18 -4 22 -7 28 -1 -24 -3 -25 -27 -2 29 -5
right_child=1 5 6 8 7 20 10 13 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0022347259496441939 0.0019052724315746846 0.00063849450763139241 0.0016240502555229346 0.0017074809932535778 0.0020875202753139798 0.00066822041293589486 0.0024462282444092875 0.0010645725513892135 0.00072643553279944117 0.0012291037242175291 0.0017093161273765047 0.0019735181994296109 0.0012818615965606872 0.0017954764630505567 0.00095218251246912691 0.0017307848551301377 0.0026907795667783924 0.0020939695742495531 0.002087993358399019 0.0023554210228944076 0.00010528745076129549 0.0017184471454526251 0.0013626760584215208 0.0016212968898379621 0.0011354395064360019 0.0021579407986662101 0.0015939932196193712 0.001456876285389361 0.00081977922072361579 0.0010985135875035603
leaf_weight=31 83 22 33 28 28 130 33 40 58 22 171 739 25 23 57 40 37 47 1024 33 21 26 22 42 111 64 20 29 22 60
leaf_count=31 83 22 33 28 28 130 33 40 58 22 171 739 25 23 57 40 37 47 1024 33 21 26 22 42 111 64 20 29 22 60
internal_value=0 0.0010985 0.00196014 0.00136914 0.00167759 0.000806903 0.00201668 0.00141402 0.00112664 0.00188935 0.0019251 0.0019714 0.00195089 0.00129615 0.00121233 0.00139768 0.00209437 0.00235685 0.00207351 0.00195786 0.000589932 0.00129732 0.00188457 0.00181123 0.00105324 0.00188954 0.00202367 0.00178917 0.00119778 0.00129228
internal_weight=0 590 2531 306 422 284 2109 188 194 234 968 797 764 160 137 80 1141 84 1057 212 151 136 179 148 133 126 84 112 110 88
internal_count=3121 590 2531 306 422 284 2109 188 194 234 968 797 764 160 137 80 1141 84 1057 212 151 136 179 148 133 126 84 112 110 88
is_linear=0
shrinkage=0.00157699


Tree=2135
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 3 2 4 47 4 41 0 12 131 2 0 4 3 160 4 16 2 376 2 3 41
split_gain=162.905 20.3594 18.839 12.743 10.3641 7.11805 6.54985 5.8906 5.62074 4.2737 4.0033 3.8511 3.63402 3.58461 2.75513 2.63614 3.45577 2.41257 2.95878 2.35867 2.26918 3.85471 2.00005 1.9855 1.94403 1.7533 2.90444 1.68378 1.56482 1.55399
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.090285000000000018 0.40124500000000002 -0.16363499999999997 -0.11171999999999999 0.14285500000000004 0.033845000000000007 0.077555000000000013 0.27834500000000006 0.075585000000000013 -0.097734999999999989 0.13597000000000004 0.082750000000000004 0.31358000000000003 -0.066089999999999996 -0.064054999999999987 0.092670000000000016 -0.067824999999999983 -0.0070899999999999991 -0.040964999999999994 0.10774000000000002 0.080200000000000007 0.10252500000000002 -0.0025099999999999996 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 10 14 23 -6 -1 13 15 20 -3 -4 -8 -17 18 -12 27 -11 -22 -15 -5 -7 26 -2 -10 -24 -16
right_child=1 5 6 7 8 24 11 -9 19 12 17 -13 -14 22 29 16 -18 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013955162714915882 0.0019015107987075909 0.0012966758719907276 0.0022361936234890872 0.0023094365676781582 0.0021437679326060319 0.0010836631237852942 0.0025746381260027254 0.0012205958962180823 0.00167120933175083 0.0022812928746332715 0.00052740097597211825 0.0018492688237121337 0.002609647263173386 0.0011576632136415551 0.0029500825654365857 0.0021213046419679979 0.0015010710895844808 0.00097647006199862261 -0.00020606035894013027 0.00092787622501546373 0.0020206418689209648 0.0012606826611852176 0.00084175900147151592 0.0018247078730364713 0.0017511749257633159 0.0010807944189721917 0.0010738375936698579 0.0012978717100217241 0.00037989818530142041 0.0024095661962568724
leaf_weight=26 21 43 1075 46 31 23 33 29 60 56 57 171 32 23 21 739 25 20 20 26 98 22 39 45 24 135 25 71 40 45
leaf_count=26 21 43 1075 46 31 23 33 29 60 56 57 171 32 23 21 739 25 20 20 26 98 22 39 45 24 135 25 71 40 45
internal_value=0 0.00115129 0.00210863 0.00144993 0.00179219 0.000840243 0.00217195 0.00186453 0.00150534 0.00202266 0.000726768 0.00207268 0.00210105 0.000899364 0.00225617 0.00212062 0.00210101 0.000468763 0.000336892 0.00137928 0.00200858 0.00188132 0.00073187 0.00206974 0.00142452 0.00117505 0.00145169 0.00146887 0.000607905 0.00258155
internal_weight=0 590 2531 301 422 289 2109 120 188 234 242 968 208 145 1141 797 764 97 77 157 176 120 102 91 47 181 46 131 79 66
internal_count=3121 590 2531 301 422 289 2109 120 188 234 242 968 208 145 1141 797 764 97 77 157 176 120 102 91 47 181 46 131 79 66
is_linear=0
shrinkage=0.0016407


Tree=2136
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 3 47 0 0 0 12 4 3 2 2 2 34 4 48 0 12 131 2 43 2
split_gain=164.469 19.971 17.5847 17.0009 10.8827 7.28254 6.48326 6.00255 5.94006 4.76645 4.36702 3.56333 3.39697 3.2758 2.856 4.319 2.72674 3.50791 2.40677 2.1326 1.96855 2.80785 2.36091 1.95411 1.8792 1.61178 1.60715 1.58356 1.53428 1.82049
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.090285000000000018 0.40124500000000002 -0.16363499999999997 0.033845000000000007 -0.11171999999999999 0.077555000000000013 -0.067094999999999988 -0.14920999999999998 -0.097024999999999986 0.13597000000000004 -0.064054999999999987 0.092670000000000016 0.10444500000000002 0.14122000000000004 0.13754500000000003 -1.0000000180025095e-35 0.49041500000000005 0.085325000000000012 -0.11242999999999999 0.093765000000000015 0.08844500000000001 0.31098000000000003 -0.078139999999999973 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 20 13 25 -6 14 -1 16 18 -4 -8 -16 -12 -18 23 28 21 -3 -23 -10 -15 -5 27 -22 -2 -30
right_child=1 5 6 7 8 -7 9 -9 12 -11 11 -13 -14 24 15 -17 17 -19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013567321520499204 0.00093921854892698223 0.00050214577377811901 0.0025414094030198403 0.0023054341130342563 0.0020590033927543197 0.001379215730247087 0.0024324435170265408 0.0011998670766820237 0.0019251015797377106 0.0017423229015246251 0.0022072008134423602 0.002480887198180562 0.00085438181694777557 0.0017973905298647528 0.0020222676789893495 0.0013816305375169377 0.0019249282994771206 0.0012551702693967303 0.0012041293070938909 0.0006695497306266414 0.00055897205511016364 0.0014536470781058249 0.00080726600253105041 0.0014159636206578187 0.0021361950176868182 0.0018494996404180444 0.00090675865981215632 9.9368163954450508e-05 0.0014832828312916317 0.001105675293895473
leaf_weight=26 60 38 45 23 31 39 37 32 29 171 56 32 28 39 735 25 98 22 57 25 61 20 37 43 1057 79 20 24 44 88
leaf_count=26 60 38 45 23 31 39 37 32 29 171 56 32 28 39 735 25 98 22 57 25 61 20 37 43 1057 79 20 24 44 88
internal_value=0 0.00111799 0.00200667 0.00134811 0.00172423 0.000780042 0.00206319 0.00177262 0.00145267 0.00197195 0.00194241 0.00201562 0.00133295 0.0021406 0.00202121 0.00200119 0.00193102 0.00180214 0.00143682 0.00108597 0.000663203 0.000821298 0.00103407 0.00162103 0.00212414 0.00195231 0.000520165 0.000429202 0.00114019 0.00123154
internal_weight=0 590 2531 351 422 239 2109 134 188 968 234 208 157 1141 797 760 176 120 129 217 200 95 57 72 1096 102 105 85 192 132
internal_count=3121 590 2531 351 422 239 2109 134 188 968 234 208 157 1141 797 760 176 120 129 217 200 95 57 72 1096 102 105 85 192 132
is_linear=0
shrinkage=0.00151575


Tree=2137
num_leaves=31
num_cat=0
split_feature=1 52 3 124 2 9 457 2 15 160 52 42 10 41 15 11 1186 49 3 1209 475 15 11 3 133 43 12 16 3 3
split_gain=12.275 2.61897 1.72235 1.08363 1.05534 1.64803 0.91944 0.90825 0.878974 1.11906 0.856528 0.84829 0.732564 0.697043 0.689462 0.893944 0.78521 0.926444 0.650524 0.614633 0.624846 0.656956 1.25558 0.69442 0.63146 0.600406 0.584707 0.587089 0.583661 0.617154
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 0.11682500000000001 -1.0000000180025095e-35 0.083415000000000017 0.13404500000000005 -0.41942499999999994 -0.077849999999999989 0.048770000000000008 -0.0060199999999999993 -0.0026549999999999994 0.08690500000000001 0.040760000000000005 0.075910000000000019 0.021560000000000003 0.091005000000000016 -0.096544999999999978 0.091045000000000001 -0.084169999999999981 -0.10469999999999999 0.076560000000000003 -0.079594999999999985 0.10995500000000001 -0.080324999999999994 0.078300000000000008 -0.15012499999999998 0.084940000000000015 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 11 5 12 8 14 9 -7 -4 -1 -3 28 16 26 19 -18 -10 20 -5 -22 23 -23 -25 -13 -16 -28 -6 -30
right_child=1 2 10 7 13 6 -8 -9 18 -11 -12 25 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0031894270384198601 0.0032232286877496102 0.0016103490998471246 0.00019288030926859721 0.0035400939105116364 0.00095320622300060025 0.0031402850164561498 0.0012822569347180103 0.0020354294657349736 0.0043425436127491465 0.0005225465677447859 0.0017924519545886321 0.002257245474689736 -0.00029357537600518453 0.002873693835395855 0.0042847026008839308 0.0043555145754861748 0.00064131814301624705 0.0031519788824835946 0.002789189874130541 0.0017071495950151396 0.0034637328801954341 0.0032108626217875066 0.0014033888865240291 0.0028174311553119942 0.001595826467305689 0.00050224418282033233 0.0020289570771362992 0.0032622293016000372 0.0025667073906739139 0.0010161305292695098
leaf_weight=39 87 44 69 183 125 20 36 49 21 25 34 36 20 21 37 54 20 20 145 22 178 400 36 287 32 21 27 962 40 31
leaf_count=39 87 44 69 183 125 20 36 49 21 25 34 36 20 21 37 54 20 20 145 22 178 400 36 287 32 21 27 962 40 31
internal_value=0 0.00188159 0.00169661 0.00311072 0.00188695 0.00219499 0.00250063 0.00314645 0.00270851 0.00168599 0.000720894 0.00225204 0.00101537 0.00144547 0.00317056 0.00332109 0.00303255 0.00189665 0.0029857 0.00307247 0.00309939 0.00301295 0.00290667 0.00298194 0.00269489 0.00161067 0.00326665 0.00322856 0.00129244 0.00188969
internal_weight=0 718 631 2403 528 311 247 2307 211 45 103 96 64 217 2258 1080 1178 40 166 1138 1116 933 755 719 319 57 1026 989 196 71
internal_count=3121 718 631 2403 528 311 247 2307 211 45 103 96 64 217 2258 1080 1178 40 166 1138 1116 933 755 719 319 57 1026 989 196 71
is_linear=0
shrinkage=0.00824856


Tree=2138
num_leaves=31
num_cat=0
split_feature=1 52 3 0 2 9 0 45 1 394 0 132 2 3 12 4 3 3 15 10 14 3 16 131 1212 0 12 160 1 16
split_gain=9.94277 2.12136 1.3951 0.970447 0.896748 1.79983 1.01025 0.852391 0.830985 1.83287 1.55461 0.776949 0.729404 0.718085 0.785745 0.78112 0.666845 0.874721 0.979427 0.62501 0.615508 0.56768 0.563857 0.526385 0.503986 0.491803 0.547185 0.491109 0.726909 0.476323
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.18019500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.024095000000000002 0.081955000000000014 0.088340000000000016 -0.079424999999999982 -0.095504999999999993 0.10365500000000001 0.15950500000000004 0.10732000000000001 0.087695000000000009 -0.15764999999999998 0.076840000000000006 0.11658 -0.018314999999999994 -0.0026549999999999994 -0.46166999999999997 -0.0025099999999999996 -0.074319999999999983 0.091440000000000007 0.10572500000000001 -0.07384499999999998 0.10061500000000002 0.050340000000000003 0.094465000000000007 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 5 19 25 8 13 -10 27 12 -4 14 29 -16 20 -18 22 -3 -6 -22 -19 -2 -17 26 -7 -11 -29 -1
right_child=1 2 11 -5 16 6 -8 -9 9 10 -12 -13 -14 -15 15 24 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0029857736851874664 0.0031251962305331622 0.0014625750092827098 0.00072114725413943888 0.0012739133776167914 0.0021190788371326643 0.0039485037975700576 0.00087126045770999285 0.0041364841573518669 5.3626012886430717e-05 0.0012369996140832228 0.0027461433054005125 0.0017235596615269989 -0.00097955711681664494 0.0013464244985602273 0.0015146865597961369 0.0026221354683866574 0.0029846282029433917 0.0013361593470221729 -5.9409856986658409e-05 -0.00025395794698737846 0.0010900796762535782 -0.00022566640557062612 0.0027915625958956683 0.0016595240711260947 0.0033366858071921775 0.0023456898862408079 0.0023045960543648346 0.0034190937906133289 0.001281535246604488 0.0017773093057392494
leaf_weight=864 67 40 51 30 31 35 20 26 20 66 370 29 23 22 38 839 31 44 21 20 146 24 27 20 67 69 20 20 20 21
leaf_count=864 67 40 51 30 31 35 20 26 20 66 370 29 23 22 38 839 31 44 21 20 146 24 27 20 67 69 20 20 20 21
internal_value=0 0.00162767 0.00146765 0.00269093 0.00163231 0.00204407 0.00252477 0.00270885 0.00269303 0.00240484 0.00250363 0.000623611 0.00019255 0.00277025 0.00278738 0.00262827 0.00137304 0.00183284 0.00144473 0.000890397 0.00109168 0.000904327 0.00188962 0.00278826 0.00267498 0.00279147 0.00335072 0.00165712 0.00235031 0.0029571
internal_weight=0 718 631 2403 528 204 144 2373 2347 496 476 103 74 1851 1829 944 324 123 92 60 201 170 71 87 906 124 55 106 40 885
internal_count=3121 718 631 2403 528 204 144 2373 2347 496 476 103 74 1851 1829 944 324 123 92 60 201 170 71 87 906 124 55 106 40 885
is_linear=0
shrinkage=0.00792826


Tree=2139
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 2 1 4 11 2 2 2 4 50 2 15 12 49 1 133 49 4 1 43 43 4 1 4 52
split_gain=144.856 24.2368 14.4838 13.5017 9.42829 6.73045 6.43929 5.97514 4.44902 3.99923 4.29109 3.91932 2.77544 2.82583 2.67561 2.28341 2.27148 2.2601 1.85493 1.76283 1.62267 1.61705 1.58594 3.01508 2.19327 1.71021 1.43486 1.42814 1.40497 1.39055
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.40473500000000007 1.0000000180025095e-35 0.089885000000000007 -1.0000000180025095e-35 0.10045500000000002 -0.033174999999999989 0.041865000000000006 0.094835000000000017 -0.081924999999999984 0.09320500000000001 -0.054984999999999992 0.086920000000000011 -1.0000000180025095e-35 0.088340000000000016 -0.013514999999999998 0.086920000000000011 0.064745000000000011 0.12266000000000001 -0.49405499999999997 0.11910500000000002 -0.0070899999999999991 0.12418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 11 6 9 15 18 10 19 -3 -13 -14 16 -1 -4 -11 -6 -5 -15 -17 24 -24 -12 -26 -19 -10 -20 -22
right_child=1 2 14 5 8 -7 -8 -9 27 17 22 12 13 20 -16 21 -18 26 28 -21 29 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019880338741247771 0.001837107348326436 0.00068954143017379242 0.00051618225052576985 0.0019326520035834575 0.0011943929479319164 0.00098602078483982073 0.0012370188210717849 0.0010367168470843964 0.0012706931798885271 0.002250407280147658 0.0018719592203106771 0.0014961689462194186 0.0014243178012175726 0.000573841896083603 0.00089632403726607347 0.0011786247461134545 -8.225440223934617e-06 0.0016128282236021177 0.0020289615291831228 0.0018137821829154941 0.0009230770424676453 0.0017042866179448031 0.0017248637967320077 0.0012088240248975214 0.0012715817550741778 0.0017544536961598015 0.0021114380872517833 0.00075155888371286356 0.0015681162044809788 0.0013405505295844575
leaf_weight=28 76 101 76 927 20 20 37 64 25 88 335 26 28 26 30 24 24 26 21 392 148 28 338 27 25 46 25 22 48 20
leaf_count=28 76 101 76 927 20 20 37 64 25 88 335 26 28 26 30 24 24 26 21 392 148 28 338 27 25 46 25 22 48 20
internal_value=0 0.00104541 0.000947578 0.00181649 0.00106565 0.0018443 0.00185187 0.00137515 0.00139755 0.00186208 0.00184584 0.000936307 0.0010368 0.000983005 0.000507094 0.0016459 0.000390324 0.00210615 0.00159287 0.00189732 0.000919311 0.00146167 0.00175777 0.00168669 0.00182168 0.00158443 0.00185724 0.00102769 0.00170837 0.000972776
internal_weight=0 691 615 2430 485 2286 2266 144 136 2229 2090 349 248 222 130 80 100 139 89 1319 194 52 771 365 406 71 51 47 69 168
internal_count=3121 691 615 2430 485 2286 2266 144 136 2229 2090 349 248 222 130 80 100 139 89 1319 194 52 771 365 406 71 51 47 69 168
is_linear=0
shrinkage=0.00148603


Tree=2140
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 4 12 12 150 2 0 150 49 39 132 11 12 124 13 49 0 16 15 483 1429 52 158 160 484
split_gain=8.96524 1.89737 1.23254 0.901093 0.826456 0.792582 0.718747 0.652948 0.546062 0.707031 0.848538 0.663769 0.698887 0.745327 0.596382 0.524708 0.494453 0.601421 0.59478 0.486615 0.463484 0.650588 0.914438 0.637321 0.436212 0.768431 1.21973 0.59079 0.514562 0.494176
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.088105000000000003 0.092120000000000021 -0.011559999999999999 0.10016000000000001 0.080890000000000017 0.083555000000000004 0.11362000000000001 -0.14226499999999997 0.083250000000000005 -0.054319999999999993 0.091820000000000013 0.090145000000000017 1.0000000180025095e-35 0.08598500000000002 -0.083859999999999976 -0.026374999999999999 -0.032624999999999994 -0.040504999999999992 -0.27167499999999994 -0.41396999999999995 -0.070084999999999981 0.084770000000000012 -0.057699999999999994 -0.42403999999999992 0.10455000000000002 -0.086964999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 16 -6 -8 9 10 14 -10 13 -13 -7 -3 18 -18 -1 -9 -4 22 -22 -23 29 27 -27 -26 -29 -20
right_child=1 2 20 -5 6 8 7 19 11 -11 -12 12 -14 -15 -16 -17 17 -19 24 -21 21 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0012616254530391166 0.0023386599910896022 0.0012943891683713216 -0.00012690875438718048 0.0008422954631655676 0.0028344611656396968 0.0024265973428561601 0.0022723683568576015 0.000272225187512883 0.0034237790938354152 0.00070431474776137359 0.00085027961031585711 0.00076480903260580453 0.0033024302788070021 0.002148304710767459 0.0012321760448920087 0.00014484122216030739 0.0035957147946015385 0.0022810430398818283 0.0023968644363537967 0.0015796471285179812 0.00073189358070903181 0.0010007556208647872 0.002371209367205493 -0.00047871891704694451 0.0012222925214187385 0.00047093318071033996 0.0022934553659643858 0.0024098955942576886 0.0015675134475484802 0.003440829912394442
leaf_weight=25 87 313 28 22 30 102 43 21 21 27 29 20 25 551 26 21 35 34 55 43 48 31 26 27 22 28 52 1254 37 38
leaf_count=25 87 313 28 22 30 102 43 21 21 27 29 20 25 551 26 21 35 34 55 43 48 31 26 27 22 28 52 1254 37 38
internal_value=0 0.00136402 0.00122963 0.00226055 0.00141098 0.00227365 0.00187144 0.00160143 0.00209325 0.00175665 0.00193763 0.00219363 0.00215029 0.00209985 0.00218398 0.00122211 0.00236511 0.00294791 0.00233849 0.00115065 0.000695793 0.000870306 0.00130787 0.000312035 0.00235661 0.00232544 0.00165557 0.00236626 0.00238575 0.00282343
internal_weight=0 718 631 2403 471 2381 137 107 801 184 157 617 596 571 128 334 1580 69 1511 64 160 132 74 58 1486 1393 80 1313 1291 93
internal_count=3121 718 631 2403 471 2381 137 107 801 184 157 617 596 571 128 334 1580 69 1511 64 160 132 74 58 1486 1393 80 1313 1291 93
is_linear=0
shrinkage=0.00704007


Tree=2141
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 2 4 1 0 15 160 15 151 3 0 10 1427 4 475 52 4 12 4 12
split_gain=133.528 22.6566 14.4144 11.5306 8.59464 6.84465 4.57373 4.1984 4.14022 3.82461 3.13066 2.80737 2.43819 2.26353 2.45646 2.55943 1.84344 1.83963 1.79053 1.77663 1.75473 1.35872 1.30289 1.2971 1.22986 1.24766 1.48459 1.18007 1.17532 1.12107
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092120000000000021 0.13082500000000002 0.14285500000000004 0.092845000000000025 0.11474000000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.085760000000000017 -0.097274999999999986 -0.097454999999999986 -0.067824999999999983 -0.41942499999999994 -0.088784999999999989 -0.011549999999999998 -0.23091999999999999 -0.38124499999999995 1.0000000180025095e-35 -0.0070899999999999991 -0.088274999999999978 0.40674500000000008 -0.51253999999999988 0.095780000000000018 0.033845000000000007 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 10 11 20 -5 23 13 12 -4 24 15 -15 -14 -13 -3 -18 -7 -19 27 -6 -1 26 -26 -22 -20 -25
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 17 16 14 -16 -17 19 21 28 -21 22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.001800605676611562 0.0020361544128440902 0.0014157909349869937 0.0011742472283404639 0.0018671803412194802 0.0022141088293596953 0.0014305100282032766 0.0013038387104590719 0.0013403391012801464 0.0011217840349735443 0.0010967137807056922 0.0024806765062095624 0.00072868802426084703 0.0010962039253493479 0.0020508213263418589 0.0020312745818507928 0.0013557858894382134 0.00086100621868176604 0.00055166829039661512 0.00086291210579555382 0.00032627031672541567 0.0019926585559463888 2.6233473403400009e-05 0.002368413942305918 0.0019593359213888563 0.0026050333071007104 0.0017531906232609701 0.0021370655867941684 0.0018481132595544304 0.0011369201545028079 0.0014749186553101735
leaf_weight=34 76 40 39 37 23 21 37 39 58 26 62 37 23 29 393 36 31 25 88 48 384 37 21 30 21 25 961 309 103 28
leaf_count=34 76 40 39 37 23 21 37 39 58 26 62 37 23 29 393 36 31 25 88 48 384 37 21 30 21 25 961 309 103 28
internal_value=0 0.00113931 0.00102848 0.00200671 0.00126979 0.0020309 0.00073403 0.00189703 0.0014121 0.00167773 0.00209728 0.000646185 0.000803975 0.00208142 0.00197942 0.00166588 0.000662401 0.000421453 0.00108083 0.000536103 0.00192657 0.000238102 0.00194115 0.00186423 0.0021263 0.00213729 0.00214707 0.00192821 0.00101068 0.00172548
internal_weight=0 691 615 2430 338 2335 277 774 95 107 1561 240 141 1499 458 65 102 99 231 79 735 62 714 81 1041 1007 982 693 191 58
internal_count=3121 691 615 2430 338 2335 277 774 95 107 1561 240 141 1499 458 65 102 99 231 79 735 62 714 81 1041 1007 982 693 191 58
is_linear=0
shrinkage=0.00174112


Tree=2142
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 14 2 4 2 2 1 2 150 12 4 47 50 3 2 15 39 160 12 4 3 3 4 0
split_gain=175.759 28.8986 18.345 16.3888 10.8255 8.644 5.73413 5.31153 4.92613 5.06447 4.58655 4.31017 3.96807 5.19738 2.45403 2.26204 2.21092 2.20196 2.19897 2.17264 2.16232 1.80082 1.82056 1.69691 1.69308 1.73079 1.63081 1.42148 1.40027 1.36572
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.092845000000000025 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.14285500000000004 0.11474000000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.087765000000000024 -0.50940999999999981 0.090100000000000013 0.086295000000000011 0.090900000000000009 -0.0091949999999999983 -0.41942499999999994 0.092310000000000017 -0.067824999999999983 0.11734000000000001 0.053180000000000012 1.0000000180025095e-35 -0.011549999999999998 -0.0070899999999999991 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 -5 12 9 -4 14 28 15 20 24 16 -1 26 21 -18 -14 -10 -23 -11 25 29 -3 -25 -6 -7
right_child=1 2 8 6 11 10 -8 -9 18 23 -12 -13 13 -15 -16 -17 19 -19 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0028323413620349961 0.0021985488136279023 0.00096056452400139665 0.0013456212174340213 0.0020250602543473396 0.0023718627733922667 0.0022308576354079608 0.0012038175591083452 0.0026802912358800139 0.00071174104150215415 0.0011524145006705801 0.0014688944151014453 0.0012142432375466113 0.0016468233092864254 0.0013204488259837041 0.0016031626627164897 0.0022016882781241511 0.0023341695833137624 0.0015656804585490202 0.00099945821284105614 0.0019041904789663866 0.0021705772619964861 -2.6975356082894326e-05 0.00057492572760150661 0.00091476236306672562 0.0017595653273749198 0.0019495905539783866 0.0012639781659486116 0.00045763820370411435 0.0018750691797914504 0.0017945288078909214
leaf_weight=23 74 99 63 37 21 240 60 76 35 22 39 24 23 23 30 658 764 33 22 33 274 31 24 30 38 109 92 47 56 21
leaf_count=23 74 99 63 37 21 240 60 76 35 22 39 24 23 23 30 658 764 33 22 33 274 31 24 30 38 109 92 47 56 21
internal_value=0 0.00123126 0.00111176 0.00217798 0.0013754 0.00220524 0.00151708 0.00225544 0.000799052 0.00098197 0.00200805 0.00182133 0.00223748 0.00207183 0.00205606 0.00227334 0.00233084 0.00117433 0.000534473 0.00231637 0.00213002 0.00042081 0.000235672 0.000750555 0.00208936 0.00212323 0.00110671 0.000635739 0.00201056 0.00219575
internal_weight=0 673 599 2448 325 2351 97 1874 274 162 477 101 1798 320 438 1478 820 224 112 797 297 90 55 99 408 370 191 77 77 261
internal_count=3121 673 599 2448 325 2351 97 1874 274 162 477 101 1798 320 438 1478 820 224 112 797 297 90 55 99 408 370 191 77 77 261
is_linear=0
shrinkage=0.0016407


Tree=2143
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 14 1 2 15 1 2 457 4 2 159 16 2 12 0 4 47 150 39 52 4 3 14
split_gain=161.947 25.6192 16.2322 13.9658 8.78125 5.44973 5.37125 6.37817 4.64145 4.47604 4.06 3.20042 3.15959 5.29217 2.61842 2.39863 2.04277 1.96418 3.31722 1.79153 1.61598 1.52507 1.9898 1.52018 1.49166 2.15669 1.356 1.30575 1.2999 1.27253
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.40473500000000007 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.092845000000000025 0.14122000000000004 -0.41396999999999995 0.089625000000000024 0.090425000000000019 0.080930000000000016 -0.55119499999999988 0.089005000000000015 0.082585000000000006 0.023255000000000001 -0.0091949999999999983 0.11734000000000001 0.14486500000000005 0.053180000000000012 0.10350500000000001 0.083250000000000005 0.085855000000000015 0.0031350000000000002 0.063160000000000008 -0.049509999999999992 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 8 23 7 28 12 -5 14 29 15 19 20 -1 -17 18 24 -14 21 22 -6 -4 -2 -26 -24 -12 -3 -8
right_child=1 6 5 9 10 -7 11 -9 -10 -11 27 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0026614013110581375 0.0014079235638269948 0.0016886963698798199 0.0021613252785411467 0.0019342786324756994 0.0021235725499338686 0.0013338650577929714 0.0010979331957625071 0.00073078034727969165 0.0025086890008496278 0.0012770998380917285 0.0012043205533920005 0.00031542584572604343 0.0016547146391207674 0.0013131653821165687 0.0014880420585703579 0.0021956046129965423 0.0020782356251256269 0.0010500126843130473 0.0018843794169419309 0.0020865110949597147 0.0016966918481088097 0.0016331222608486043 0.0017509233475406464 0.0018259921215573321 0.0012810465199357714 0.00069251447463517988 0.0020751869437803535 0.0017348681800341199 0.001271596018592923 0.00074449593185492251
leaf_weight=21 73 22 72 37 237 32 31 55 76 60 20 33 23 23 24 960 497 70 22 274 37 21 68 51 44 20 49 21 66 82
leaf_count=21 73 22 72 37 237 32 31 55 76 60 20 33 23 23 24 960 497 70 22 274 37 21 68 51 44 20 49 21 66 82
internal_value=0 0.00125727 0.00150879 0.00208036 0.00210315 0.00188016 0.000923056 0.00112776 0.00214897 0.00152778 0.00192314 0.000722559 0.00213377 0.00199989 0.00196518 0.00216276 0.00215557 0.00125743 0.00134875 0.00205307 0.00199298 0.00202221 0.00204529 0.00202228 0.00126274 0.00109713 0.00188673 0.00147606 0.00137587 0.000841457
internal_weight=0 673 384 2448 2351 155 289 143 1874 97 477 146 1798 320 436 1478 1457 229 159 297 412 375 354 123 137 64 117 41 88 113
internal_count=3121 673 384 2448 2351 155 289 143 1874 97 477 146 1798 320 436 1478 1457 229 159 297 412 375 354 123 137 64 117 41 88 113
is_linear=0
shrinkage=0.00148603


Tree=2144
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 1 47 14 2 4 1 11 1 4 47 49 131 2 160 3 43 4 4 133 3 133
split_gain=222.322 34.431 20.3483 18.5466 12.4857 10.7202 9.11091 6.51826 6.12637 5.93051 5.84213 5.0783 4.33223 4.28671 2.97491 2.95023 2.70875 4.38307 2.09737 1.94336 1.77353 2.73479 1.73267 1.90339 1.68435 1.41755 1.40913 1.40763 2.12508 1.45943
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.27834500000000006 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.090540000000000023 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 0.10084500000000002 0.082750000000000004 0.31358000000000003 -0.067824999999999983 -0.011549999999999998 -0.14792499999999997 -0.036839999999999991 -0.0070899999999999991 0.017095000000000003 -0.116045 0.10051500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 18 6 7 11 26 -5 12 14 13 -4 -1 16 19 -18 -3 27 21 -14 -15 -24 -17 -2 -6 28 -9 -29
right_child=1 2 10 9 8 -7 -8 15 -10 -11 -12 -13 20 22 -16 24 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0022142273961026321 0.002238571232504794 0.00090353563281800515 0.0011295282633153145 0.0018929512367653412 0.0022667718636366547 0.0013518204870930656 0.0011339793341709566 0.0015225149679580761 0.0010677317735851358 0.0010741404062219715 0.0011815360417695812 0.0026605002936850993 0.00030287793362341399 0.00089106841440293706 0.0020181008571914 0.0019170203798888736 0.0021404984818595152 0.0012810999489597282 0.0013426888419002508 0.0018516243278813758 0.00066484250155665354 -0.00038539756314410757 0.00070009318307439467 0.00018875985589941413 0.0024441021947641047 0.0017405689389451558 0.0017672006246417639 0.0022520376159825741 0.0020218268504384935 0.0020268829682588822
leaf_weight=1092 50 191 39 37 21 48 24 24 32 60 37 59 59 23 245 21 28 34 33 144 20 20 31 48 62 21 48 147 272 151
leaf_count=1092 50 191 39 37 21 48 24 24 32 60 37 59 59 23 245 21 28 34 33 144 20 20 31 48 62 21 48 147 272 151
internal_value=0 0.00103186 0.000906918 0.00207575 0.00117994 0.00210419 0.00211987 0.00213025 0.00164946 0.00138647 0.000586589 0.00219867 0.000494868 0.000675954 0.00217829 0.00202209 0.00199214 0.00166922 0.000968232 0.00201927 0.000236957 0.000128631 0.000502529 0.00038941 0.00231074 0.00209127 0.00191924 0.00205991 0.00198134 0.00213795
internal_weight=0 673 602 2448 325 2351 2303 2279 101 97 277 1396 240 141 1337 883 800 62 224 738 99 79 102 79 83 71 69 594 296 298
internal_count=3121 673 602 2448 325 2351 2303 2279 101 97 277 1396 240 141 1337 883 800 62 224 738 99 79 102 79 83 71 69 594 296 298
is_linear=0
shrinkage=0.00160853


Tree=2145
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 2 1 1 2 1 457 123 2 50 12 15 3 43 4 2 40 151 1 0 4
split_gain=181.83 28.8142 14.8763 12.7788 10.5246 9.22271 6.58871 5.61575 5.52503 4.77754 4.45316 4.41252 2.92863 4.46569 2.91847 2.64507 2.46172 1.83843 1.77776 1.74212 1.7275 1.712 2.02805 1.6834 2.0128 1.60466 1.56545 1.50956 1.41951 1.91184
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.14285500000000004 0.077845000000000011 0.089625000000000024 0.090425000000000019 0.122715 0.080930000000000016 0.10695000000000002 -0.0091949999999999983 0.041865000000000006 0.11734000000000001 -0.41942499999999994 0.30112000000000005 -0.078139999999999973 -0.55119499999999988 0.089005000000000015 -0.077714999999999992 -1.0000000180025095e-35 0.13075500000000004 0.14486500000000005 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 25 -8 12 -9 15 -4 23 17 -2 19 21 -14 20 28 -6 22 -11 -1 -25 -3 -22 -5 29 -7
right_child=1 4 11 27 18 10 7 9 -10 16 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0029040000955342939 0.0022394431705596131 0.0010280050654529779 0.0022334482596622577 0.0014080732786343701 0.00073804857820926437 0.0023649843608361102 0.0020364900998149004 0.0018923782520347458 0.0028611248145986715 0.0009727893375101476 0.0015663449877185911 0.0014139380997382415 0.001815266855807927 0.0014917224855215696 0.0016213704750469393 0.0016183632252816489 0.00057160772278222948 0.0023277643596757314 0.00095857494946812501 0.0018576210134132211 0.00053091199724279324 0.00088800486442478562 0.0014431743247403353 0.0024540613467482607 0.002317557607202965 0.00057740440833416911 -0.00011208620845646064 0.00089140408857412237 0.0018089526814292756 0.0020937446267615899
leaf_weight=21 115 46 28 60 29 237 30 29 76 40 39 69 23 23 29 24 21 274 23 38 22 40 91 960 497 50 24 24 21 118
leaf_count=21 115 46 28 60 29 237 30 29 76 40 39 69 23 23 29 24 21 274 23 38 22 40 91 960 497 50 24 24 21 118
internal_value=0 0.00129684 0.00231871 0.00180015 0.00103896 0.00234627 0.00118126 0.00132963 0.00240129 0.00123368 0.00213012 0.0016505 0.00238186 0.00223084 0.00211497 0.00218032 0.00113419 0.00228808 0.000535108 0.0022129 0.000405245 0.00120328 0.00129955 0.00241455 0.0024075 0.000793317 0.000195435 0.00126045 0.00224881 0.00227483
internal_weight=0 673 2448 228 445 2351 347 251 1874 221 477 97 1798 320 144 438 192 297 98 414 75 171 131 1478 1457 96 46 84 376 355
internal_count=3121 673 2448 228 445 2351 347 251 1874 221 477 97 1798 320 144 438 192 297 98 414 75 171 131 1478 1457 96 46 84 376 355
is_linear=0
shrinkage=0.00174112


Tree=2146
num_leaves=31
num_cat=0
split_feature=1 52 3 39 4 2 2 130 15 4 16 4 47 0 52 2 3 0 16 13 11 124 50 12 4 12 130 131 11 2
split_gain=12.6732 2.71072 1.66399 1.08815 1.07292 1.03527 1.0098 0.8739 0.979961 1.06529 1.5269 0.851362 0.687966 0.681865 0.662658 0.662142 0.627605 0.589315 0.974953 0.575341 0.56069 0.62563 0.593476 1.2903 0.554179 0.529969 0.749358 0.496516 0.494503 0.693912
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.087735000000000021 0.40124500000000002 1.0000000180025095e-35 0.092120000000000021 -0.076894999999999977 -0.46743999999999997 -0.031404999999999995 -0.008904999999999998 0.27287000000000006 0.078345000000000012 -0.010949999999999998 0.056145000000000007 0.15109000000000003 0.090900000000000009 -0.10474999999999998 -0.25582999999999995 -0.088319999999999996 1.0000000180025095e-35 -0.083859999999999976 0.041865000000000006 0.085785000000000014 -0.15289999999999995 0.11734000000000001 0.092560000000000017 0.091440000000000007 1.0000000180025095e-35 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 27 3 5 6 13 20 -7 -9 -10 11 -11 -5 -3 17 16 25 18 -4 -13 21 -1 23 -22 -18 28 -27 -2 -8 -30
right_child=1 2 14 12 -6 7 15 8 9 10 -12 19 -14 -15 -16 -17 24 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0016514800177392667 0.0031101883526381824 0.0026542962491678018 -0.00037171404338458985 0.00093601889820736617 0.0011217074283598209 0.00010767993162623544 0.0026288502662077684 0.0031359583838852672 0.0027891444057680129 0.0025769001513520308 -0.00017026844126618877 0.0001578184018489303 0.0020975530238896223 0.0013070885351774281 0.0015592576017339089 0.0012506347310640943 0.0025025291493571858 -0.00052360434103106872 0.0016185982969962997 0.0015893558141780936 0.0041327855406636145 0.0028436034829984408 0.0044009959569279045 0.0016137832700204528 0.0011242598481588414 0.0012111841056555025 0.0029036288489572609 0.0018016061733541206 0.0041624355220580113 0.0025167385855415785
leaf_weight=24 70 104 23 140 22 20 599 23 30 37 31 20 34 25 32 21 34 29 31 61 24 1481 25 20 29 32 25 20 28 27
leaf_count=24 70 104 23 140 22 20 599 23 30 37 31 20 34 25 32 21 34 29 31 61 24 1481 25 20 29 32 25 20 28 27
internal_value=0 0.00162917 0.0014618 0.0016366 0.00273177 0.00187138 0.00274672 0.00156815 0.00171275 0.00152988 0.00127634 0.00165638 0.00116299 0.00239321 0.000663816 0.00253394 0.00256876 0.000318586 0.000770873 0.00123589 0.00285419 0.00282459 0.00349982 0.00298778 0.00186809 0.00263084 0.00195348 0.00281939 0.00268988 0.00335455
internal_weight=0 730 640 525 2391 351 2369 222 202 179 149 118 174 129 115 795 774 83 54 81 1574 1505 69 44 63 711 57 90 654 55
internal_count=3121 730 640 525 2391 351 2369 222 202 179 149 118 174 129 115 795 774 83 54 81 1574 1505 69 44 63 711 57 90 654 55
is_linear=0
shrinkage=0.00732449


Tree=2147
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 159 12 4 0 52 2 4 0 4 15 49 2 0 12 0 1 0 457 4 13 15 148 16 13
split_gain=159.938 21.1266 16.7451 15.1492 10.1526 6.40839 6.1688 5.81569 5.36288 3.92681 3.82421 4.92527 3.80385 3.61139 3.46244 4.93288 3.04655 2.90701 2.83199 3.81051 2.58355 2.48555 2.37926 2.02492 2.00983 1.95218 5.32824 1.89039 1.47365 1.5791
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.082585000000000006 0.090455000000000021 -0.17966999999999997 -0.23194499999999998 0.08257500000000001 0.10444500000000002 0.033845000000000007 -0.069444999999999993 -0.064054999999999987 -0.03241999999999999 -0.017229999999999999 0.099185000000000009 -0.092404999999999973 0.13597000000000004 -0.14832499999999996 0.16540500000000002 -0.11173999999999999 0.045365000000000009 0.098655000000000007 -0.0025349999999999995 -0.033689999999999991 -0.043434999999999994 -0.073849999999999985 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 27 24 20 -6 -1 11 13 18 23 17 -16 -2 -11 -9 28 -4 -7 -22 -10 25 -5 -27 -3 -20 -30
right_child=1 5 7 6 8 21 -8 12 10 14 -12 -13 -14 -15 15 -17 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0026982639346327698 0.0013504607782944998 0.00066437396301296451 0.0025837112977619239 0.0010635041164297431 0.0021789020389081986 0.00069384690546007099 0.00072447330030616405 0.0024379603168101999 0.0019550455082547606 0.0024482996807981211 0.0020898649581150416 0.00099100325591683575 0.0018297728386041578 0.0010546531349526242 0.0019978839840720428 0.0011974815743275304 0.0020274628924921954 0.0017266918422432066 0.0021888572831506212 0.0014514958148777826 0.001844389077547989 9.7434233743139457e-05 0.0022179993062201205 0.0014659064493147043 0.0017580778514712007 0.0019729918715346803 0.00089268026866599567 0.0011805017166812387 0.0019840820135597925 0.002217250960832209
leaf_weight=22 21 22 48 59 31 130 57 58 47 52 22 57 169 27 76 27 95 20 252 25 46 21 1069 41 26 27 21 111 346 96
leaf_count=22 21 22 48 59 31 130 57 58 47 52 22 57 169 27 76 27 95 20 252 25 46 21 1069 41 26 27 21 111 346 96
internal_value=0 0.00115362 0.00208361 0.00144685 0.00179112 0.000837669 0.0011672 0.00214213 0.00155767 0.00205776 0.0014584 0.00137763 0.00204848 0.00156926 0.00197724 0.00178807 0.0019049 0.00224785 0.00209605 0.00206847 0.00221832 0.000610902 0.00220259 0.00172715 0.00135695 0.00125947 0.00150036 0.00109513 0.00209069 0.00203473
internal_weight=0 590 2531 306 422 284 190 2109 225 197 194 172 946 115 175 103 116 72 777 719 1163 151 1115 88 133 107 48 133 694 442
internal_count=3121 590 2531 306 422 284 190 2109 225 197 194 172 946 115 175 103 116 72 777 719 1163 151 1115 88 133 107 48 133 694 442
is_linear=0
shrinkage=0.00160853


Tree=2148
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 4 2 0 1 49 4 150 50 1 15 12 1 1 0 15 1 4 4 47 0
split_gain=349.807 54.1461 29.5554 24.546 18.1301 15.8101 12.371 9.7883 9.57471 8.6146 8.03051 7.87006 5.44397 7.35556 4.81237 4.70467 4.33657 3.32664 3.30866 3.13046 3.02 3.15207 2.43217 2.42565 2.45675 2.29448 1.99533 1.99378 1.97018 1.95355
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 1.0000000180025095e-35 -0.17966999999999997 0.13501500000000002 -0.10607499999999999 0.085605000000000014 -0.054984999999999992 0.0082450000000000006 1.0000000180025095e-35 0.041865000000000006 0.13436000000000001 -0.097454999999999986 0.087830000000000005 0.089770000000000016 0.12000500000000001 -0.15202999999999997 -0.03241999999999999 0.13075500000000004 -0.51253999999999988 0.018150000000000003 0.10350500000000001 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 22 12 -4 -8 -11 16 13 23 -2 20 27 -6 -12 -15 21 26 -3 -1 -25 -5 -14 29 -16 -7
right_child=1 4 8 25 17 11 9 -9 -10 10 18 -13 15 19 28 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0026565829010893427 0.0010600452441927124 0.00038309789208398383 0.0019004245498072669 0.00078234066208419603 -0.00049652375505066806 0.0021243194059515852 0.0016087220538399331 0.0028230958945625177 0.00073101178946060057 0.0016606084426239423 0.00056268742842576457 0.0011586362687818126 0.0028943084629876664 0.0019404949166748999 0.0021496935431759255 0.0018474390899051148 0.0012198454874920357 0.00022941050893739506 -0.00017025326270847329 0.0010937385686012912 0.0021629003338250038 0.0017440770293336762 -0.00022676027234868262 0.0023017218912488469 0.0015853027156900825 0.0001326163256614411 0.0023255057770026418 0.0017992055037729016 0.0016938244632802536 0.0015678239002991105
leaf_weight=25 23 30 34 60 85 208 30 79 63 20 166 48 20 21 67 104 26 26 22 40 823 29 66 36 26 24 709 135 54 22
leaf_count=25 23 30 34 60 85 208 30 79 63 20 166 48 20 21 67 104 26 26 22 40 823 29 66 36 26 24 709 135 54 22
internal_value=0 0.000655901 0.0021016 0.00135965 0.000295329 0.00214123 0.000501979 0.00221102 0.00114091 0.000719052 0.000590734 0.0018373 0.00218464 0.00185807 0.0018047 0.00221332 0.00192061 -0.000326485 0.000476918 0.00138524 0.00223739 0.00231827 -3.61796e-05 0.00218959 0.00200129 0.000596705 0.00234111 0.00197053 0.00194625 0.00207109
internal_weight=0 673 2448 228 445 2351 334 1912 97 238 208 439 1833 148 144 1685 391 111 188 61 1581 758 96 87 62 84 729 365 121 230
internal_count=3121 673 2448 228 445 2351 334 1912 97 238 208 439 1833 148 144 1685 391 111 188 61 1581 758 96 87 62 84 729 365 121 230
is_linear=0
shrinkage=0.00177594


Tree=2149
num_leaves=31
num_cat=0
split_feature=1 52 2 12 0 2 14 44 0 1 4 3 96 133 0 4 15 0 51 14 124 48 2 4 42 481 3 13 43 12
split_gain=13.144 2.78268 1.65713 1.35055 1.07683 0.917431 0.805844 0.830766 1.38072 1.2617 0.975804 0.962024 0.74104 0.762081 0.739576 0.728506 1.17801 0.643367 0.636967 0.606639 0.616685 0.578778 0.701858 0.567315 0.561342 0.553782 0.686137 0.547423 0.862621 0.626724
threshold=0.10312500000000001 -0.40967499999999996 0.13622000000000004 0.088105000000000003 0.18019500000000002 0.10188000000000001 0.062655000000000016 1.0000000180025095e-35 -0.11173999999999999 0.083345000000000016 0.033845000000000007 -0.0037349999999999996 0.087655000000000025 0.089980000000000018 -0.10011499999999998 -0.15764999999999998 -0.079929999999999987 -0.14454499999999995 0.10532000000000001 -0.22253999999999999 -0.08761999999999999 0.081275000000000014 0.10672500000000001 0.0049200000000000008 0.086555000000000007 -0.050084999999999991 -0.086274999999999977 0.030370000000000005 -0.43469499999999994 0.110195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 6 7 8 9 17 14 -11 13 19 -10 -4 18 -1 -17 -3 -21 -7 -23 -5 25 26 -16 -27 -29 -30
right_child=1 2 15 23 -6 21 -8 -9 10 11 -12 -13 -14 -15 24 16 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0043674651887601048 0.0032411190121347687 0.0029405581492102464 0.002384618207945314 0.0035974325935282775 0.001500212912543816 0.0029350171955171331 0.0040561964792461425 0.0049418091457917252 0.0046570226278666495 3.2993134702313597e-06 0.0024601444963918456 0.0022055459995662776 0.00018069338027281926 0.00048731862954398941 0.0053251821577141112 0.00079637559851389425 -0.00078047915829939881 0.0025197966129217272 0.0023788013402682171 0.003117493122841587 0.0015764033047491167 0.00095460868974741881 0.0027487075093577161 0.002304473728821377 0.0030721643327438855 0.0034351629487192337 0.0036005164462083986 0.0038188555675339295 0.0021290815989357965 0.0038138265881964345
leaf_weight=23 90 34 22 33 29 318 85 20 29 21 109 48 25 33 23 101 31 35 23 21 214 26 42 103 621 741 65 49 87 20
leaf_count=23 90 34 22 33 29 318 85 20 29 21 109 48 25 33 23 101 31 35 23 21 214 26 42 103 621 741 65 49 87 20
internal_value=0 0.0018282 0.00162951 0.00189951 0.00314384 0.00316402 0.00323877 0.00320203 0.00318343 0.00231953 0.00324634 0.0015353 0.0016006 0.00171814 0.00329876 0.000923238 0.000715816 0.00325249 0.00108989 0.00186913 0.00171412 0.00278135 0.00206273 0.00261821 0.00327423 0.00340162 0.00405128 0.00333789 0.00287584 0.00244399
internal_weight=0 730 640 463 2391 2362 1976 1891 1871 127 1744 69 327 302 1635 177 155 58 124 269 235 386 68 136 1606 985 88 897 156 107
internal_count=3121 730 640 463 2391 2362 1976 1891 1871 127 1744 69 327 302 1635 177 155 58 124 269 235 386 68 136 1606 985 88 897 156 107
is_linear=0
shrinkage=0.00858181


Tree=2150
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 2 4 47 1 15 47 14 51 2 0 15 3 16 13 3 1 1 1 49 3
split_gain=315.535 39.9484 33.8237 20.9284 18.7288 15.9141 11.5807 10.8263 10.4211 9.49013 6.68608 6.43466 5.01725 4.78362 4.76432 4.58152 4.55108 3.29227 3.1036 3.05903 3.10868 3.0423 3.33893 2.96349 3.0273 2.84878 2.81617 2.77716 3.4374 2.26694
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.033845000000000007 0.077555000000000013 0.12337000000000002 0.13592500000000005 0.091680000000000011 0.076175000000000007 -0.10056999999999998 0.31358000000000003 -0.11242999999999999 -0.095244999999999982 -0.14186499999999996 -0.073404999999999984 -1.0000000180025095e-35 0.12745000000000004 0.12000500000000001 0.12958500000000003 0.10124500000000002 -0.065034999999999996 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 8 16 -6 25 26 12 14 17 -2 21 27 19 -1 -7 20 -4 -8 -23 -11 -25 -3 -10 28 -9 -19
right_child=1 5 6 -5 7 18 11 15 9 23 -12 -13 -14 -15 -16 -17 -18 29 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.003261330699757801 0.0028352975774887414 0.0014710015782977185 0.0031150361440430629 0.0014934641466074802 0.0030354995369445107 0.00086583634004366102 0.0032614211484469865 0.0024345253805164 0.0027830250195361741 0.0012849074337181441 0.0019066996260043124 0.002558653827603181 0.0034755671534270685 0.0020267147139471833 0.0021658260576344246 0.0024851799954210088 0.0036177490588538107 0.0027615992560118914 0.00021360579550616109 0.0030980827579318929 0.0022034146535281547 0.0030408346576631319 0.0028065467172913262 0.0014622477900098456 0.0021922339848265723 0.00079771224456921916 0.0019153524778759295 0.0015502010809095165 0.001611451844463481 0.0022327770929320961
leaf_weight=31 85 24 20 74 28 84 74 30 22 94 22 171 33 27 23 31 46 120 27 1053 22 293 407 41 26 66 20 72 27 28
leaf_count=31 85 24 20 74 28 84 74 30 22 94 22 171 33 27 23 31 46 120 27 1053 22 293 407 41 26 66 20 72 27 28
internal_value=0 0.00154229 0.00290132 0.00218407 0.00246883 0.00124682 0.00298786 0.0020755 0.00145126 0.0016614 0.00278484 0.00285322 0.00287597 0.00264037 0.00291642 0.0019075 0.00310208 0.00276542 0.000707186 0.00308042 0.00263752 0.00293873 0.00290461 0.00147659 0.00174553 0.000977256 0.00236985 0.00176868 0.00204465 0.00266155
internal_weight=0 590 2531 186 422 404 2109 188 293 203 234 968 212 112 797 160 1141 179 111 1095 42 774 700 161 67 90 42 129 57 148
internal_count=3121 590 2531 186 422 404 2109 188 293 203 234 968 212 112 797 160 1141 179 111 1095 42 774 700 161 67 90 42 129 57 148
is_linear=0
shrinkage=0.00167351


Tree=2151
num_leaves=31
num_cat=0
split_feature=1 52 3 4 39 2 0 394 3 130 13 4 15 11 4 128 12 0 16 42 15 133 0 132 2 3 2 16 3 160
split_gain=12.3162 2.61046 1.63356 1.06864 1.04007 0.988737 0.931582 1.28803 1.0435 0.843486 0.923159 0.943344 0.996566 0.761806 0.756731 0.971909 0.832723 0.744164 0.742921 0.672461 0.735774 0.765079 0.648071 0.609744 0.828932 0.553082 0.54985 0.549176 0.523083 0.50391
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.087735000000000021 1.0000000180025095e-35 -0.076579999999999995 -0.073794999999999986 0.092670000000000016 -0.076894999999999977 -0.010739999999999998 -0.014149999999999998 -0.043924999999999992 0.075910000000000019 -0.49013999999999996 0.093785000000000021 0.09320500000000001 0.14486500000000005 0.27776000000000006 0.10755000000000002 -0.24436499999999997 0.086990000000000012 -0.010949999999999998 0.10365500000000001 0.15950500000000004 -0.13927999999999999 0.13093500000000002 -0.50690499999999983 -0.14477499999999996 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 22 8 -8 13 -7 28 -12 26 18 16 17 25 -16 -1 20 -6 -22 -3 24 -4 -9 27 -13 -11 -10
right_child=1 2 23 -5 19 9 7 14 29 10 11 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025091069381053309 0.0024716084634088852 0.0023191576352169746 0.00062565468066018036 0.00091225765815721566 0.00066161716652352813 1.3543332901857333e-05 0.00049605524901758424 0.0039423702285417287 0.00097780189996752708 0.0016955275869631147 0.0031078263309685453 0.0014586249280280157 0.00053370998444752463 0.0031864496578581009 0.0021228394272958593 0.0033281717471540908 0.0017080704118677202 0.0010205514073048992 0.0014514066524798992 0.00027133172276114242 0.0023229282967515605 0.00089874598422608036 0.0011057794117667822 0.0013588736740150725 -0.00087524302814015909 0.0027297900493425454 0.0011004312076316825 0.0028156368148177483 0.00040217187145588564 0.0023090728617466845
leaf_weight=1589 90 104 63 22 58 20 20 24 30 21 21 22 32 75 430 29 27 30 31 46 39 31 25 29 23 61 25 36 45 23
leaf_count=1589 90 104 63 22 58 20 20 24 30 21 21 22 32 75 430 29 27 30 31 46 39 31 25 29 23 61 25 36 45 23
internal_value=0 0.00139256 0.00124081 0.00239673 0.00140082 0.00161287 0.00241052 0.00218539 0.0024905 0.0013391 0.00147035 0.00178902 0.00154819 0.00251973 0.00224161 0.0021267 0.00274332 0.00205095 0.00248887 0.000973048 0.00122523 0.00169222 0.00208401 0.000510374 0.000224252 0.00307217 0.00193932 0.00230091 0.000813694 0.00155552
internal_weight=0 730 640 2391 525 351 2369 621 1748 222 202 136 115 1695 601 489 112 460 1620 174 128 70 129 115 86 85 83 58 66 53
internal_count=3121 730 640 2391 525 351 2369 621 1748 222 202 136 115 1695 601 489 112 460 1620 174 128 70 129 115 86 85 83 58 66 53
is_linear=0
shrinkage=0.0067667


Tree=2152
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 15 4 0 4 47 14 4 15 2 0 12 1 0 15 3 1 0 123 43 3 1
split_gain=180.323 22.7862 20.195 12.4529 11.817 8.92397 7.41684 5.74624 6.10737 5.31948 4.91023 4.81051 3.63553 3.47955 3.01673 2.62625 5.13676 2.64376 2.54093 3.79092 2.34169 2.27352 2.7744 2.0225 2.50774 2.4675 1.92321 1.92613 2.6489 1.78218
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.024640000000000006 0.033845000000000007 -0.23194499999999998 -0.062539999999999984 0.081320000000000017 0.076175000000000007 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.097024999999999986 0.13597000000000004 0.122715 -0.11242999999999999 -0.095244999999999982 -0.015584999999999998 0.10089500000000001 -0.093039999999999984 0.10695000000000002 -0.078654999999999989 0.14121000000000003 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 20 7 14 29 -9 13 18 -1 -10 23 21 17 -17 -13 -8 -20 -2 22 -4 -5 25 -25 27 -14 -29 -3
right_child=1 5 6 9 -6 -7 10 8 12 -11 -12 15 26 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0033109679324975563 0.0025125904703068593 0.0014537192523838497 0.0027900649396896261 0.0013732666686963623 0.0014671458307815074 0.00081334067388539656 0.0030321167981650597 0.0023296854296665456 0.0021231546454963074 0.0027785059249419443 0.0022614062167858676 0.0029028084005492164 0.0010287476994343193 0.0023116007640891136 0.0031731242744049747 0.0024952333954105332 0.0015986719527206913 0.002159877941299005 0.0025875483637556838 0.0018981118324547786 0.0019378597974544049 0.0027338195594478229 0.0018940581767802598 0.0018402495238142207 0.001560288992036974 0.0025271977662622786 0.00086357773840887758 0.0017565400842658944 0.0012271445693156551 0.00089967049925996159
leaf_weight=22 83 24 20 35 74 98 37 28 22 21 171 53 28 41 46 76 26 20 735 25 29 1053 22 51 54 23 20 69 49 66
leaf_count=22 83 24 20 35 74 98 37 28 22 21 171 53 28 41 46 76 26 20 735 25 29 1053 22 51 54 23 20 69 49 66
internal_value=0 0.00150277 0.00257165 0.00222397 0.00200705 0.0012706 0.00264122 0.00141705 0.00157106 0.0019441 0.00252912 0.00254361 0.00145807 0.00185821 0.00273632 0.00244714 0.0022667 0.00269927 0.00258656 0.00256487 0.00236378 0.00271797 0.00232073 0.00174416 0.00184558 0.00205376 0.00136993 0.00143929 0.00153671 0.00104742
internal_weight=0 590 2531 422 186 404 2109 306 216 225 968 197 188 204 1141 175 102 73 797 760 112 1095 42 163 128 74 166 146 118 90
internal_count=3121 590 2531 422 186 404 2109 306 216 225 968 197 188 204 1141 175 102 73 797 760 112 1095 42 163 128 74 166 146 118 90
is_linear=0
shrinkage=0.00174112


Tree=2153
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 42 2 44 15 133 151 3 3 52 1 11 159 2 49 3 4 51 150 4 12 12 12 132 4 1452
split_gain=11.1047 2.34875 1.54552 1.07313 0.963913 0.94973 0.934034 0.709695 0.750904 0.738568 1.1748 0.742082 0.903828 1.79143 0.982655 1.05414 0.808022 0.758602 0.733664 0.776023 0.720904 0.704248 0.658244 0.694084 0.589398 0.58041 0.587146 0.556517 0.543291 0.613475
threshold=0.10312500000000001 -0.52606999999999993 0.13707500000000003 -0.076779999999999987 0.088105000000000003 -0.0060199999999999993 0.14285500000000004 0.081805000000000017 0.040760000000000005 0.076280000000000014 0.032230000000000009 0.10299500000000002 -0.094299999999999981 -0.14488499999999996 0.077845000000000011 0.079915000000000014 0.086495000000000016 0.092120000000000021 0.10969000000000002 -0.086274999999999977 -0.15464999999999998 -0.085384999999999989 0.091355000000000006 -0.0092149999999999992 -0.064509999999999984 0.10711000000000002 0.11472500000000001 0.090145000000000017 -0.17966999999999997 0.087295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 -1 7 8 9 10 11 12 13 -5 17 -16 24 -15 21 -20 -10 -11 23 -6 -14 -25 -27 -3 -23 -30
right_child=1 2 -4 6 22 -7 -8 -9 20 18 -12 -13 16 14 15 -17 -18 -19 19 -21 -22 28 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0025739313707135417 0.0027569054541693402 0.0013807706914040296 0.00070103773170076666 0.0031014906505998571 0.0031237436399872321 0.0010680138568084226 0.00138926743999111 0.0038125712479161761 0.0035877742933824509 0.0033868789634085334 0.00092354038721841568 0.0011146497099320232 0.0035035087140950914 0.0027074269572059172 -0.00025147677333358428 0.0019033036894272515 0.0032517467948941716 0.001243877419444452 0.0030714567379963708 0.0015708765628735441 0.0026198952407459667 0.0037635490718140332 0.0007572878884417035 0.0023405382974611279 0.0023145532307120085 0.00031708419898412727 0.0020510819181803683 0.00017656810011484908 0.0024080430365611728 0.0034635218389674838
leaf_weight=39 67 321 164 49 32 53 39 23 43 73 35 27 24 38 29 21 71 38 26 64 1035 20 20 62 329 20 22 22 282 33
leaf_count=39 67 321 164 49 32 53 39 23 43 73 35 27 24 38 29 21 71 38 26 64 1035 20 20 62 329 20 22 22 282 33
internal_value=0 0.00144997 0.0013179 0.00248208 0.00152063 0.00170639 0.00251312 0.00253252 0.00251936 0.00238994 0.00222945 0.00230246 0.002356 0.00191314 0.001451 0.000653531 0.00253879 0.00197565 0.00260295 0.00200438 0.0026585 0.00273499 0.00199798 0.00218043 0.00239539 0.00189018 0.00122537 0.00130353 0.00259294 0.00251862
internal_weight=0 730 663 2391 499 92 2299 2260 2237 1159 661 626 599 175 126 50 424 76 498 90 1078 408 156 136 353 104 42 343 335 315
internal_count=3121 730 663 2391 499 92 2299 2260 2237 1159 661 626 599 175 126 50 424 76 498 90 1078 408 156 136 353 104 42 343 335 315
is_linear=0
shrinkage=0.00732449


Tree=2154
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 2 4 1 47 0 47 15 47 41 49 4 3 157 13 50 49 3 151 14 15 48
split_gain=209.72 25.1736 23.6071 13.7154 12.9399 11.3051 8.49016 6.5771 6.46984 5.68413 4.89911 4.85203 4.19468 4.16311 3.53971 3.46177 3.39721 3.03423 2.6926 2.67913 4.00426 2.62754 4.06055 2.52989 2.34008 2.93335 2.66551 2.14315 2.13462 2.15693
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090455000000000021 0.27287000000000006 -0.16363499999999997 0.11389000000000002 0.033845000000000007 0.12765500000000005 0.090100000000000013 -0.062294999999999996 0.091680000000000011 0.13592500000000005 0.077555000000000013 0.075585000000000013 -0.012034999999999999 -0.059649999999999988 0.090900000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041865000000000006 -0.063424999999999981 -0.013929999999999998 -0.082829999999999973 -0.46166999999999997 -0.41942499999999994 0.087310000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 18 7 17 12 -5 16 15 27 21 -14 24 -8 19 -4 -2 -1 -21 -3 -23 28 25 -10 -26 -9 -7 -30
right_child=1 5 6 8 -6 23 10 11 14 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0026697855720554321 0.0017188714733864241 0.000844061528385897 0.0026621964877032601 0.0025158531783686204 0.001373563119745892 0.00088459164265088748 0.0025453430984989068 0.0018574780461158092 0.0013508010812216757 0.0016145395379852578 0.0022114363158437936 0.00081198119400329046 0.0023221825004315451 0.0013823499919072622 0.0021858442534963187 0.0018862622263922067 0.0030016253250096086 0.0030316561045253252 0.0023963801094609065 0.0024281225231230661 0.0016641245517636015 0.0012842421518344293 0.0021606655414802192 0.0011634611706834773 0.0017627328523708049 0.0021293453170031437 0.0010918424962163783 0.001218484981442123 -1.2990383945313477e-05 0.00071802079370972694
leaf_weight=71 20 21 1097 31 74 29 754 21 23 22 169 83 33 22 31 23 33 66 92 83 25 57 20 23 27 33 43 49 26 20
leaf_count=71 20 21 1097 31 74 29 754 21 23 22 169 83 33 22 31 23 33 66 92 83 25 57 20 23 27 33 43 49 26 20
internal_value=0 0.00140714 0.0025151 0.00215379 0.0019166 0.00117259 0.0025874 0.00133102 0.00181719 0.00242421 0.00246967 0.00108567 0.00157637 0.00194625 0.00167924 0.00252583 0.00250823 0.00268316 0.0022754 0.00241727 0.00225127 0.00136878 0.00151188 0.000677913 0.0015546 0.00180959 0.00135061 0.00141018 0.000529011 0.000304841
internal_weight=0 590 2531 422 186 404 2109 306 188 234 946 153 153 55 157 777 212 1163 112 179 108 98 77 98 126 56 70 70 75 46
internal_count=3121 590 2531 422 186 404 2109 306 188 234 946 153 153 55 157 777 212 1163 112 179 108 98 77 98 126 56 70 70 75 46
is_linear=0
shrinkage=0.00167351


Tree=2155
num_leaves=31
num_cat=0
split_feature=1 52 3 124 39 2 42 2 130 15 4 16 4 44 15 14 3 160 16 3 4 41 12 15 159 15 52 16 47 52
split_gain=10.2102 2.15844 1.42881 0.951827 0.922767 0.870103 0.832409 0.819172 0.683924 0.836575 0.902873 1.26245 0.762519 0.597694 0.656898 0.699206 1.0365 1.28348 1.69154 0.814684 1.49314 0.660377 0.627246 0.72959 0.785788 0.586228 0.918605 0.894397 0.584433 0.575779
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 -0.076779999999999987 0.087735000000000021 0.13404500000000005 -0.0060199999999999993 0.10276500000000001 -0.076894999999999977 -0.46743999999999997 -0.031404999999999995 -0.008904999999999998 0.27287000000000006 1.0000000180025095e-35 0.040760000000000005 0.08104500000000002 -0.12018999999999998 -0.081969999999999987 0.0028900000000000006 0.090900000000000009 -0.059649999999999988 0.075585000000000013 0.095780000000000018 -0.068899999999999975 0.03981500000000001 0.087685000000000013 -0.010034999999999999 -0.095094999999999985 0.078345000000000012 0.0060650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 7 13 -1 -3 -9 -10 -11 12 -12 14 15 16 17 -5 -19 22 -21 25 -18 24 -24 26 -16 -28 -6 -4
right_child=1 2 29 5 28 -7 -8 8 9 10 11 -13 -14 -15 21 -17 19 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024682804343295322 0.002459030214795641 0.0020706783021050114 0.00015829905617622907 0.00024735079332196424 0.0007642461840145562 0.0014502858418172688 0.0010584417980304341 5.4430302629148607e-05 0.0027885920290330202 0.0024796293935305173 0.0023798821854565211 -0.0002458643912895086 0.0010420810610222314 0.0035409843844956407 0.003957772305049 0.003659640111173874 0.0025129417257741681 0.00078992775612624262 0.002944113675746401 0.0025377387003905245 0.00060828323326792368 0.0034656926486036086 0.0021466815323240591 0.0015139643636618149 0.0037397818161358258 0.0023873177941286963 0.0015136804266847968 0.0027656996845090648 0.0018348185485708554 0.0012759066940690785
leaf_weight=39 90 136 79 28 140 49 53 20 23 29 32 31 80 26 31 20 733 33 48 48 39 41 98 81 20 663 34 307 34 36
leaf_count=39 90 136 79 28 140 49 53 20 23 29 32 31 80 26 31 20 733 33 48 48 39 41 98 81 20 663 34 307 34 36
internal_value=0 0.00139696 0.0012476 0.00238663 0.00140958 0.00241586 0.00165609 0.00162578 0.00134436 0.00147666 0.00130122 0.00106224 0.00142431 0.00243689 0.00242398 0.00230211 0.00227804 0.00159918 0.00206648 0.00235066 0.00167281 0.00255401 0.00241394 0.00204925 0.0024167 0.00251789 0.00275061 0.00264086 0.000973438 0.000508159
internal_weight=0 730 640 2391 525 2299 92 351 215 195 172 143 112 2250 2224 1148 1128 109 81 1019 87 1076 932 199 118 1035 372 341 174 115
internal_count=3121 730 640 2391 525 2299 92 351 215 195 172 143 112 2250 2224 1148 1128 109 81 1019 87 1076 932 199 118 1035 372 341 174 115
is_linear=0
shrinkage=0.00732449


Tree=2156
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 3 14 47 15 47 4 3 1 0 3 1 1 13 1 40 16 49 3 15
split_gain=291.237 33.6175 32.5254 19.5138 18.3414 15.5935 10.3196 9.57537 8.68814 8.66721 6.80449 4.98031 4.55255 4.22458 4.048 3.62315 3.12842 4.42838 2.94833 2.89343 2.66108 2.62966 2.57734 2.5236 2.51221 2.47091 2.4406 2.42257 2.25586 2.05056
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.090455000000000021 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.033845000000000007 -0.11171999999999999 0.076175000000000007 0.077555000000000013 0.13592500000000005 0.091680000000000011 -0.046564999999999988 0.092670000000000016 0.122715 -0.11173999999999999 -0.13927999999999999 0.12958500000000003 0.10124500000000002 -1.0000000180025095e-35 0.16175000000000003 -0.077474999999999988 -0.073404999999999984 -0.065034999999999996 0.12745000000000004 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 18 7 12 25 -5 21 14 -1 19 16 20 22 -13 -18 -2 29 -8 -9 27 -11 -7 -3 -22 -10 -25 -4
right_child=1 5 6 8 -6 24 10 9 15 23 -12 13 -14 -15 -16 -17 17 -19 -20 -21 26 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0013424828252825913 0.0019795836506732705 0.00062477928709582162 0.0022689488055244421 0.0021368783269566588 0.00079332795994122127 0.00019180387377305968 0.0024320524569041752 0.0020109670646414213 0.0016170970994433291 0.0006366905054257017 0.0017681123281799293 0.0022973216779844955 0.0027827852197478925 0.0026267953090989699 0.0014594978458597108 0.0016593980192655231 0.0019902544558005903 0.0011901538606768776 0.0013838021011347013 0.0022845302564145288 0.0022271910671944899 0.0012050755563884389 0.00084467231572553792 0.00081020478322425338 -0.00042605074854467836 9.1204758563962515e-05 0.0020314906338544008 0.00095295417021206905 0.0014158849325579302 0.0016224109197486636
leaf_weight=26 83 43 22 28 74 90 75 22 30 94 169 58 46 32 23 31 96 22 29 1065 282 20 72 41 21 47 397 27 26 30
leaf_count=26 83 43 22 28 74 90 75 22 30 94 169 58 46 32 23 31 96 22 29 1065 282 20 72 41 21 47 397 27 26 30
internal_value=0 0.000848869 0.00210382 0.00169618 0.00141474 0.000588343 0.00218538 0.000782851 0.00131028 0.000976468 0.00206063 0.00200622 0.00228686 0.00208918 0.00212425 0.00116563 0.00199143 0.00184108 0.00182532 0.00226644 0.00214453 0.00162721 0.00104697 0.00080671 7.49125e-05 0.000346135 0.00211277 0.0013025 0.00104524 0.00189595
internal_weight=0 590 2531 422 186 404 2109 293 188 203 946 234 1163 208 777 160 176 118 112 1117 754 42 129 161 111 90 679 57 67 52
internal_count=3121 590 2531 422 186 404 2109 293 188 203 946 234 1163 208 777 160 176 118 112 1117 754 42 129 161 111 90 679 57 67 52
is_linear=0
shrinkage=0.00160853


Tree=2157
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 44 4 0 0 12 42 3 39 0 16 12 42 12 16 2 14 457 16 47 4 47 42 13 159 484
split_gain=9.72924 2.12844 1.57706 0.876683 0.780381 0.752198 0.758559 0.732963 0.695895 0.641394 0.584323 1.02334 1.19025 0.637136 0.937892 0.587966 0.524969 0.590898 0.509347 0.504028 0.682529 0.549857 0.665182 0.777559 1.83105 0.520345 0.44118 0.567916 0.66425 0.653537
threshold=0.10312500000000001 0.13210500000000003 0.085055000000000006 1.0000000180025095e-35 0.15109000000000003 0.081805000000000017 0.042705000000000007 -0.13027499999999997 0.024095000000000002 0.092465000000000006 0.086665000000000006 0.149315 0.092310000000000017 -0.10474999999999998 -0.4179199999999999 -0.081419999999999979 -0.0060199999999999993 -0.090609999999999982 -0.43320999999999993 0.14019000000000004 -0.46413499999999996 -0.079829999999999984 -0.36241499999999999 0.078345000000000012 0.010840000000000001 0.096475000000000019 -0.12099999999999998 -0.085384999999999975 0.10904500000000002 -0.15445499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 5 6 26 -4 10 -9 11 12 -3 14 -13 -12 -5 -18 -8 20 -2 -22 25 24 -24 -23 -1 28 29 -28
right_child=1 8 7 16 -6 -7 18 9 -10 -11 15 13 -14 -15 -16 -17 17 -19 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0027684210520606501 0.0025529052692356935 0.0029745528920791906 0.00072611959778732464 0.0024716842084336567 0.0008813430370984667 0.00351071216983133 0.0023377650310311459 0.0031744142846532107 -0.00026993385469649975 0.0019946460785971554 0.0013080647216677775 0.00026474614374245994 0.00075156927204240011 -3.4109937393863996e-05 0.0022976705758821986 -0.00018785929884171138 0.0017105693774351742 0.0002660956188827816 0.0016987989874327812 0.00031350903485392477 0.0022367395068264213 0.0018535305051190323 0.00095278727202649429 0.00192903936023238 -0.0014594246300284283 0.0005668282055260709 0.0037126487748071358 0.0022107344504875073 0.0013085850596649177 0.0024946826021811992
leaf_weight=102 21 27 20 22 21 25 97 28 32 157 20 25 23 38 22 42 40 23 191 29 24 71 86 24 20 21 24 1398 23 425
leaf_count=102 21 27 20 22 21 25 97 28 32 157 20 25 23 38 22 42 40 23 191 29 24 71 86 24 20 21 24 1398 23 425
internal_value=0 0.00128576 0.00154791 0.0022329 0.0022593 0.00227196 0.00225826 0.00203203 0.000712243 0.00217321 0.000871784 0.00113682 0.00195198 0.000657309 0.00121633 0.000294697 0.00151671 0.00118322 0.00191401 0.00121262 0.00131028 0.0012042 0.00109258 0.000761909 0.000497653 0.00155983 0.00230853 0.00228345 0.00249882 0.00255979
internal_weight=0 730 501 2391 2306 2285 2260 205 229 185 197 135 50 85 47 62 85 63 288 296 267 246 222 130 106 92 1972 1870 472 449
internal_count=3121 730 501 2391 2306 2285 2260 205 229 185 197 135 50 85 47 62 85 63 288 296 267 246 222 130 106 92 1972 1870 472 449
is_linear=0
shrinkage=0.00718087


Tree=2158
num_leaves=31
num_cat=0
split_feature=1 12 483 1375 43 3 3 43 10 4 51 0 34 2 2 9 15 31 4 47 16 149 15 47 133 123 14 2 1 401
split_gain=7.93499 2.41627 1.69514 1.37427 1.33389 1.09137 1.22739 0.975412 0.91856 0.883104 0.908635 0.859174 0.818176 0.867989 0.997839 0.804949 0.780485 0.725483 0.679333 0.664788 0.651936 0.665446 0.59348 0.714701 0.550114 0.637984 0.744074 0.543228 0.540229 0.512547
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -0.096099999999999977 -0.078139999999999973 0.10893000000000001 -0.13309499999999996 -0.11720999999999999 -0.079859999999999987 1.0000000180025095e-35 -0.08824499999999999 -0.05208999999999999 -0.021334999999999996 0.11870500000000002 -0.18970999999999996 0.081890000000000004 -0.018314999999999994 -0.077289999999999984 0.053180000000000012 0.11419000000000001 -0.083539999999999989 0.079625000000000015 -1.0000000180025095e-35 0.07813500000000001 -1.0000000180025095e-35 0.11679000000000002 -0.41790499999999997 0.084855000000000014 0.13707500000000003 0.080710000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5 11 10 -9 -2 17 14 -14 18 -7 -10 20 -16 27 -22 23 -8 -15 26 -26 -3 -28 -29
right_child=8 15 3 4 5 16 22 9 12 -11 -12 -13 13 24 19 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 28 29 -30 -31
leaf_value=0.0036725707784239794 0.00069868784458858443 0.0027690714542581126 -0.00018202758094663598 0.0019931147802729077 0.00064112441510243352 0.0017627127266296853 0.0016814848648597782 -0.00029363862739838605 0.00093084466967172888 -0.00048024822149828072 0.0015236676932765612 -0.0013316148597826941 0.00050179432196777911 -0.00017557395110112098 0.0029978495856768611 0.0035058355166520585 0.0002779193297143705 -0.00096615727400733921 0.0018343824850683534 0.0014351843221260985 0.0021466518830382227 0.0035408376871862925 0.0028714450869439349 0.0028473865968831934 0.0024730912172184457 -5.5245721306087562e-05 0.0014780988984291286 0.002108326771376374 0.00027296593404505242 0.0030535881024141001
leaf_weight=24 34 233 26 50 28 55 98 22 29 29 68 20 25 25 38 29 35 21 266 29 1373 21 87 47 26 25 55 224 38 41
leaf_count=24 34 233 26 50 28 55 98 22 29 29 68 20 25 25 38 29 35 21 266 29 1373 21 87 47 26 25 55 224 38 41
internal_value=0 0.00210208 0.00165087 0.00156184 0.0016492 0.00192302 0.00217838 0.00108212 0.000882493 0.000699346 0.00107944 -5.32761e-05 0.00104497 0.00121947 0.00182699 0.00221947 0.00118529 0.000134104 0.00220218 0.00232147 0.00225389 0.00216765 0.00236392 0.0020594 0.000888746 0.00107352 0.00131066 0.00249529 0.000985679 0.00225457
internal_weight=0 2756 569 545 519 350 260 169 365 119 90 54 311 261 92 2187 90 50 2158 67 1892 1394 232 145 169 144 119 498 93 265
internal_count=3121 2756 569 545 519 350 260 169 365 119 90 54 311 261 92 2187 90 50 2158 67 1892 1394 232 145 169 144 119 498 93 265
is_linear=0
shrinkage=0.00777281


Tree=2159
num_leaves=31
num_cat=0
split_feature=1 155 1456 2 132 15 48 0 160 51 133 44 10 3 4 48 30 43 13 43 3 12 13 4 0 3 15 43 1213 131
split_gain=6.44059 1.74563 1.04808 0.980169 0.868001 1.30104 1.00586 0.833529 0.793374 0.737691 0.738073 0.5739 0.604024 0.596704 1.03238 1.00323 0.541619 0.569441 1.16723 0.558304 0.56664 0.525105 0.958914 0.876829 0.782391 0.805668 0.782615 0.510005 0.712867 0.697889
threshold=0.10124500000000002 0.084785000000000013 -0.049894999999999995 0.14753000000000002 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.22582000000000002 -0.4136149999999999 -0.42247999999999991 -0.24227499999999996 0.081805000000000017 -0.0026549999999999994 0.092670000000000016 -0.059649999999999988 0.016865000000000002 0.097280000000000019 -0.23229999999999998 0.11596500000000001 -0.078139999999999973 -0.14186499999999996 -0.081419999999999979 -0.010384999999999998 0.27834500000000006 -0.22491999999999998 -0.0037349999999999996 -0.049819999999999996 0.0016850000000000001 0.12428000000000002 0.023795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 8 5 -5 -7 11 -4 -10 -11 12 -1 27 -15 -16 17 -12 19 -19 -21 -22 23 -23 26 -26 -24 28 -14 -29
right_child=1 -3 3 4 -6 6 -8 -9 9 10 16 -13 13 14 15 -17 -18 18 -20 20 21 22 24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00090586815457117356 0.002412618020874821 0.00212951088933021 0.0025549565246346458 0.0013008633036881855 0.001439815738342053 -0.0020329826730859889 4.64193148756756e-05 0.000378499236507268 0.0023743164275052114 0.0022821098164344565 0.0020590368376314544 0.0031949174767501192 0.0020025505271692948 0.0020085969126844316 -0.00072358744116488504 0.0016611734848743698 -0.00028327076086433108 0.00052582158928001443 -0.00092168844534430672 0.0020679603719350715 0.0016527582681048136 0.00085258372293472984 0.0015085697543410638 -0.00065652201291891386 0.00077948537649859229 0.0026304887935379015 -0.00048692734467188664 0.0016647295138574002 0.0029084826086632266 0.0029757306762223865
leaf_weight=33 29 89 20 26 28 22 35 20 22 23 25 21 1681 60 21 20 22 120 20 34 59 59 25 36 22 36 21 415 52 25
leaf_count=33 29 89 20 26 28 22 35 20 22 23 25 21 1681 60 21 20 22 120 20 34 59 59 25 36 22 36 21 415 52 25
internal_value=0 0.0011256 0.00099497 0.000932204 0.000279607 -0.000111789 -0.000756157 0.00192755 0.00106536 0.00100851 0.000948652 0.00194086 0.00192944 0.0019443 0.00137172 0.000439711 0.000884624 0.000940846 0.000876136 0.000963409 0.00114324 0.00102138 0.000834184 0.000280712 0.00133976 0.00192838 0.000597582 0.00197091 0.00202973 0.00173922
internal_weight=0 773 684 655 111 83 57 2348 544 524 502 2328 2307 2274 101 41 479 457 432 412 292 258 199 95 104 58 46 2173 1733 440
internal_count=3121 773 684 655 111 83 57 2348 544 524 502 2328 2307 2274 101 41 479 457 432 412 292 258 199 95 104 58 46 2173 1733 440
is_linear=0
shrinkage=0.0076204


Tree=2160
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 1 4 2 14 1 2 2 159 2 0 14 0 47 52 1 1 52 49 13 3 4 16 2 10 0
split_gain=147.541 24.0944 15.4878 14.3583 8.65412 6.31444 6.28305 5.74727 4.53556 4.33481 4.06522 3.30506 3.1087 2.96794 2.03165 1.84659 1.83843 1.82718 1.77516 1.76197 1.75148 1.63304 1.62307 1.59963 1.50949 1.49703 2.20034 2.01229 1.47536 1.41318
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.092845000000000025 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.14860500000000001 0.11474000000000002 0.089885000000000007 -1.0000000180025095e-35 0.094835000000000017 -0.23051499999999997 0.097795000000000007 -0.10474999999999998 0.090100000000000013 -0.56176499999999996 0.087135000000000004 0.11588000000000001 0.40674500000000008 0.088340000000000016 -0.0062949999999999994 0.30112000000000005 -0.39518999999999993 0.013515000000000001 0.086100000000000024 -0.062879999999999978 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 13 7 8 11 12 20 19 -4 -1 -13 -10 24 29 -16 21 -6 25 -15 -18 -14 -5 -27 -28 -11 -3
right_child=1 2 9 6 10 -7 -8 -9 15 28 -12 14 16 22 18 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0022032972586024531 0.0019862666307987136 0.0013998929711931615 0.001400877962368116 0.002469160378564198 0.0020311227550100027 0.0011304074894305199 0.0012306290277906441 0.0013938156206030642 0.0024989817750619512 4.4228350633776792e-05 0.0010818209152315271 0.0014658960710309257 0.0013507407501994148 0.0012655405824987887 0.0022455704386126346 0.0019529464023102419 0.0005859055815625523 0.0014351407522903751 0.0019232177442336999 0.0019665109744833637 0.0015505131654742336 0.0016948335230542802 0.0018244140784713931 0.00096303665272491862 0.00080976035553007053 0.0021142791667536891 0.0014372654963958312 0.0020200498179377591 0.00055899644696016612 0.00098309552723024603
leaf_weight=28 74 23 24 27 44 66 26 37 67 20 24 23 23 24 45 20 93 33 760 393 33 25 28 40 29 815 23 41 45 168
leaf_count=28 74 23 24 27 44 66 26 37 67 20 24 23 23 24 45 20 93 33 760 393 33 25 28 40 29 815 23 41 45 168
internal_value=0 0.00113733 0.00103245 0.00197105 0.00126528 0.00149148 0.00200146 0.00201027 0.00202045 0.000756282 0.00164852 0.00200618 0.000866899 0.00178936 0.00192803 0.00237346 0.000797626 0.00109249 0.00194124 0.00205506 0.00182515 0.00209243 0.00156647 0.000699328 0.00104904 0.0021034 0.00209217 0.00181061 0.000400606 0.00103329
internal_weight=0 673 599 2448 325 146 2302 2276 2239 274 101 2152 209 80 828 87 185 224 805 1324 77 931 52 133 52 906 879 64 65 191
internal_count=3121 673 599 2448 325 146 2302 2276 2239 274 101 2152 209 80 828 87 185 224 805 1324 77 931 52 133 52 906 879 64 65 191
is_linear=0
shrinkage=0.00157699


Tree=2161
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 4 1 14 49 0 1 52 40 1 1 2 4 1447 159 1 4 1 0 12 47 43
split_gain=303.862 49.1104 25.2654 23.1527 16.8484 15.4585 9.98352 9.45858 9.06375 10.208 8.42228 6.55957 4.83743 4.24989 3.96131 3.2441 3.11563 2.99258 2.65155 2.45514 2.44002 2.35415 2.10089 3.2107 2.68615 2.49028 2.67039 1.98078 1.91419 1.90801
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.077845000000000011 0.062655000000000016 -0.054984999999999992 -0.23091999999999999 0.091195000000000012 -0.56176499999999996 -0.077714999999999992 0.12408500000000001 0.16175000000000003 -0.0091949999999999983 0.42642000000000008 -0.082869999999999985 0.082585000000000006 0.083345000000000016 -0.111605 0.085110000000000005 -0.072894999999999988 0.095780000000000018 0.090280000000000013 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 11 16 -9 -10 -4 14 -2 -8 -1 -15 -3 20 -6 -16 -11 -17 23 27 -25 26 -24 -23 -14 -12
right_child=1 4 10 -5 18 -7 13 8 9 17 29 -13 28 15 19 21 -18 -19 -20 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0026176854011741857 0.0016098578630890483 0.0010436141547970621 0.0024032277685116306 0.001237665325619957 0.00057892806233933349 0.0015392912151422843 0.0017649651156276512 0.0021228216087558105 0.002044526496429399 0.0010987635646068292 0.0015637327160999202 0.0031069889807818184 0.0025550395607289358 0.0028255438144598596 0.0018885895908632346 0.002794625681282535 0.00048917648556197433 0.00078776537076949503 -4.0849202924226116e-05 0.002444154888362643 0.0015780982440247856 0.0024534571273644315 0.0026109279445628831 0.002357513885732273 0.0017108620220199465 0.0030543194960852343 0.0020764246203054271 0.0022753702056669571 0.0021754081847037759 0.00099357937101750759
leaf_weight=1119 24 47 28 85 77 39 25 30 31 110 47 59 64 43 21 33 50 56 21 201 33 328 80 28 34 20 31 274 63 20
leaf_count=1119 24 47 28 85 77 39 25 30 31 110 47 59 64 43 21 33 50 56 21 201 33 328 80 28 34 20 31 274 63 20
internal_value=0 0.0013108 0.0024727 0.0018831 0.00101395 0.0025045 0.0025209 0.00116983 0.00132354 0.00121929 0.00169113 0.00260246 0.00224642 0.00239346 0.00258026 0.0024115 0.000757822 0.00109073 0.000446119 0.0023916 0.00120938 0.00239 0.0023732 0.0023379 0.0020029 0.00255214 0.00246165 0.0023724 0.00236672 0.00139354
internal_weight=0 691 2430 236 455 2335 2296 357 260 230 95 1400 151 896 1341 871 97 199 98 222 143 828 795 664 62 131 111 602 127 67
internal_count=3121 691 2430 236 455 2335 2296 357 260 230 95 1400 151 896 1341 871 97 199 98 222 143 828 795 664 62 131 111 602 127 67
is_linear=0
shrinkage=0.00154607


Tree=2162
num_leaves=31
num_cat=0
split_feature=1 52 3 40 148 48 124 47 51 10 160 12 3 52 48 39 12 2 159 1 16 1 12 52 13 159 2 49 403 52
split_gain=7.37199 1.64219 1.11326 0.786234 0.781486 0.877901 0.77059 0.690703 1.43707 0.631816 0.599153 0.872991 0.595039 0.583291 0.575223 0.868861 0.550352 0.515394 0.524396 0.741723 0.986944 0.869467 0.676417 0.640804 0.622246 0.764709 0.542179 0.589419 0.656645 0.640257
threshold=0.10312500000000001 -0.52606999999999993 0.31299000000000005 0.051255000000000002 -0.098399999999999974 -0.086869999999999989 0.0049200000000000008 0.078345000000000012 0.10532000000000001 -0.0026549999999999994 -0.076689999999999994 0.11734000000000001 0.11924500000000002 0.0060650000000000009 0.11280000000000003 1.0000000180025095e-35 0.092255000000000018 0.089005000000000015 0.0089800000000000019 0.086920000000000011 0.31475000000000003 1.0000000180025095e-35 0.13597000000000004 -0.080979999999999983 -0.099939999999999987 0.089030000000000012 0.12992500000000004 0.092185000000000017 0.089965000000000017 0.092965000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 -3 -6 7 8 10 -1 -7 16 17 -4 15 -9 -12 -11 19 21 23 22 26 -21 -20 -26 27 28 -19 -29
right_child=1 2 13 -5 5 6 -8 14 -10 12 11 -13 -14 -15 -16 -17 -18 18 24 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00093381271103703937 0.0019670896621814221 -0.00024124350123143538 4.1708539758589318e-06 0.00051956618418368117 0.0024051199799159373 0.0012365030641165705 9.8680824990165155e-05 0.0014382126613283 0.0022788726086263645 0.0018663793683770034 0.00062183361124131605 0.001890484911460663 0.00084271021923089102 0.0010030276297826588 0.00092570657083699756 0.002975335656065906 -0.00030164709109389279 0.0016632730366560452 0.00090985230031778057 -0.00027863093885330161 0.0020962689732117335 0.0027095433707675825 0.0005322383322700796 0.001062902530412 0.0028335404993539122 0.0018375276556850193 0.0025873975675984157 0.001105613449383135 0.0024326919490403232 0.0020582800164092403
leaf_weight=39 67 20 79 22 20 88 36 70 30 1290 158 20 29 36 53 20 33 409 20 20 31 33 23 61 46 112 26 139 53 38
leaf_count=39 67 20 79 22 20 88 36 70 30 1290 158 20 29 36 53 20 33 409 20 20 31 33 23 61 46 112 26 139 53 38
internal_value=0 0.0009967 0.000898637 0.00174343 0.00102073 0.00106853 0.00101591 0.00108586 0.000921834 0.0017548 0.000785677 0.000597654 0.00176854 0.000316856 0.00146325 0.0017798 0.000462279 0.00178021 0.00167025 0.00160178 0.00110936 0.00167827 0.00162881 0.00073166 0.00199069 0.00212751 0.00166673 0.00162927 0.00175154 0.00131014
internal_weight=0 730 663 2391 548 528 508 472 329 2369 299 211 2330 115 143 90 191 2301 1011 833 112 721 688 81 178 158 665 639 462 177
internal_count=3121 730 663 2391 548 528 508 472 329 2369 299 211 2330 115 143 90 191 2301 1011 833 112 721 688 81 178 158 665 639 462 177
is_linear=0
shrinkage=0.00650394


Tree=2163
num_leaves=31
num_cat=0
split_feature=1 12 483 1375 132 44 4 14 12 38 10 34 9 475 123 402 159 13 4 13 133 39 0 41 0 16 2 133 3 15
split_gain=6.08008 1.80311 1.38248 1.18276 1.09581 0.87012 0.989507 0.985401 0.901675 0.781336 0.769416 0.812243 0.734163 0.666927 0.594466 0.688982 0.63958 0.612682 0.568462 0.531547 0.508348 0.60076 0.484287 0.659972 0.467643 0.759995 0.771045 0.705424 0.740522 0.446882
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -0.27302499999999996 0.092395000000000019 1.0000000180025095e-35 -0.17966999999999997 0.078320000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.005834999999999999 -0.038779999999999995 0.081890000000000004 -0.07409499999999998 0.12630500000000003 0.09277500000000001 0.094385000000000011 -0.28558999999999996 0.40124500000000002 -0.07692499999999998 0.087285000000000015 0.093755000000000019 -0.14920999999999998 0.079395000000000007 -0.038659999999999993 -0.0087049999999999992 0.090790000000000023 0.087435000000000013 0.12178000000000001 0.13592500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 9 -5 13 20 -12 18 -8 15 16 17 -13 22 -18 21 -2 23 -3 25 27 -27 28 -15 -24
right_child=10 12 3 4 -6 -7 7 -9 -10 -11 11 14 -14 24 -16 -17 19 -19 -20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0033794026244643497 -0.0011025741737549449 0.0034605103541749758 -0.00039849947866295895 0.00072007337543602385 -0.00021248038668500557 0.0030269774673961007 -0.00010722170587501904 0.0030458102155830084 0.0026639990064587001 0.0024295230534284434 -0.00056463984648040891 1.7193451160103044e-05 0.0032690501315475102 0.0015131092302351063 -0.00025383157572139329 -0.00024318247363090624 0.0014567815286042997 0.0013033517577830487 0.00078520900551609727 0.0031477609902741204 0.0010955742150452858 0.00060163799905773078 0.0019856468363057471 0.0016522792283489799 0.00034540739896002533 0.0034290216118478298 0.0014385761872025352 -0.00015223510664159724 0.00019210270115363665 0.0011525738391970942
leaf_weight=24 31 33 23 20 24 25 28 20 71 31 21 29 29 151 20 20 31 147 26 20 22 24 2034 22 37 20 35 26 34 43
leaf_count=24 31 33 23 20 24 25 28 20 71 31 21 29 29 151 20 20 31 147 26 20 22 24 2034 22 37 20 35 26 34 43
internal_value=0 0.00188541 0.00147988 0.00139623 0.00147531 0.00155665 0.00147894 0.00129841 0.00223676 0.00120187 0.000774716 0.000966698 0.00199092 0.00108689 0.00108714 0.00119572 0.0013225 0.00109143 0.00197374 0.00211991 5.66512e-05 -0.000358918 0.00198823 0.00273722 0.00119724 0.00131573 0.00216237 0.00109504 0.00127033 0.0019684
internal_weight=0 2756 569 545 522 498 473 382 91 362 365 288 2187 331 267 247 227 176 2158 51 77 55 2132 55 303 266 55 211 185 2077
internal_count=3121 2756 569 545 522 498 473 382 91 362 365 288 2187 331 267 247 227 176 2158 51 77 55 2132 55 303 266 55 211 185 2077
is_linear=0
shrinkage=0.00808683


Tree=2164
num_leaves=31
num_cat=0
split_feature=1 12 483 1375 132 44 4 14 12 38 10 10 474 9 10 2 97 4 123 40 0 160 159 16 49 474 2 3 2 4
split_gain=4.92487 1.46052 1.11981 0.958037 0.887604 0.704797 0.801501 0.798175 0.730357 0.632882 0.629119 0.815084 0.611285 0.594672 0.594497 0.597235 0.54466 0.529467 0.512903 0.664713 0.511006 0.765719 1.70928 0.535413 1.00025 0.590656 0.529272 0.615044 0.585924 0.537251
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -0.27302499999999996 0.092395000000000019 1.0000000180025095e-35 -0.17966999999999997 0.078320000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.079859999999999987 -0.38851999999999992 0.087035000000000015 0.081890000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.0047149999999999996 0.50996500000000011 0.090310000000000015 -0.08440499999999998 -0.076579999999999995 -0.061284999999999992 -0.032739999999999991 0.40020000000000006 0.096185000000000007 0.023345000000000001 0.10559 -0.049509999999999992 0.11389000000000002 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 9 -5 12 11 -2 18 20 15 16 -12 -16 19 -8 26 22 -22 24 -23 -25 27 29 -28 -3
right_child=10 13 3 4 -6 -7 7 -9 -10 -11 14 -13 -14 -15 17 -17 -18 -19 -20 -21 21 23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0028098410781881105 0.00060376469964752862 0.0020454147962753774 -0.00033133673728554197 0.00059871285001887825 -0.000176669158376765 0.0025168133948531802 -0.00024124697868035675 0.0025324720144608288 0.0022150109732303469 0.0020200533490190107 0.00038410683943836067 -0.0012969687667524141 -0.0002995340960720376 0.0027180872444013716 -0.00088091108487900656 0.00066691527166819903 0.0017707034763440274 0.00070079657820817682 0.0019935817110255062 0.0010122822130557085 0.0015868724513694134 0.0015095521665722236 -0.0005035873663933781 0.0017126767841967646 -0.00013937457235940358 0.0028910158891501578 0.00031075688231760692 0.0030074429050538057 0.001831542294167154 0.0016583082501386381
leaf_weight=24 34 238 23 20 24 25 26 20 71 31 21 20 22 29 21 178 64 27 26 257 61 308 34 131 22 29 31 21 26 1257
leaf_count=24 34 238 23 20 24 25 26 20 71 31 21 20 22 29 21 178 64 27 26 257 61 308 34 131 22 29 31 21 26 1257
internal_value=0 0.00156764 0.00123046 0.00116091 0.00122666 0.0012943 0.00122968 0.00107958 0.00185978 0.000999307 0.000644146 -0.000100211 0.000903708 0.00165537 0.000773391 0.000912936 0.00142813 8.79948e-06 0.000989376 0.000897117 0.00164109 0.00145257 0.000838708 0.00157158 0.00139962 0.00192625 0.0017112 0.00173777 0.00100445 0.00171993
internal_weight=0 2756 569 545 522 498 473 382 91 362 365 54 331 2187 311 263 85 48 309 283 2158 585 95 490 330 160 1573 1516 57 1495
internal_count=3121 2756 569 545 522 498 473 382 91 362 365 54 331 2187 311 263 85 48 309 283 2158 585 95 490 330 160 1573 1516 57 1495
is_linear=0
shrinkage=0.00747098


Tree=2165
num_leaves=31
num_cat=0
split_feature=1 4 484 2 96 1 12 48 49 149 147 13 3 0 401 4 474 475 51 15 52 147 11 41 48 2 455 1208 52 3
split_gain=4.09381 1.36491 0.95046 0.754697 0.714832 0.703957 0.68309 0.64652 0.605376 0.572367 0.579021 0.631556 0.63442 0.543081 0.745809 0.978897 0.699973 0.987422 0.590629 0.519487 0.744607 0.512169 0.637989 0.643887 0.500587 0.475837 0.495623 0.431413 0.521661 0.400161
threshold=0.095950000000000021 -0.0086549999999999978 -0.020124999999999994 0.25063000000000007 0.087655000000000025 0.13743000000000002 -0.010834999999999999 0.14174500000000004 -0.097394999999999995 0.091325000000000003 0.099730000000000027 0.11217000000000001 -0.14989499999999997 -0.074479999999999977 0.080710000000000018 -0.55119499999999988 0.087530000000000011 -0.075854999999999992 -0.036694999999999992 -0.085319999999999993 0.12418000000000001 0.089365000000000014 0.075910000000000019 0.079300000000000009 0.083685000000000009 0.10803500000000001 0.088555000000000009 0.099975000000000008 -0.45478499999999994 -0.078584999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 4 7 6 24 9 -8 10 11 12 -3 21 15 -15 17 -17 -18 20 -14 22 25 -24 -4 26 -1 28 -19 -30
right_child=1 3 5 -5 -6 -7 8 -9 -10 -11 -12 -13 19 14 -16 16 18 27 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001288577883967314 0.0021602893668185687 0.0015456586202118414 -0.00014326265290018014 -0.00040983117243037834 -0.00044499918960480149 -6.8038117435882058e-06 0.0022398221364535093 -0.00041489447014490702 0.0011207111676054464 0.0016906705087469907 -0.00038178237049124364 -7.6512666845398903e-05 0.00039367165114314066 0.0023586709494967956 0.00021826358631586113 -0.00028352490180987309 0.0024104656178862184 0.0017422795584010114 0.0010008976822679665 0.0010599198350323552 0.0012776193438130583 0.00048565615690897133 0.0023995606529267702 0.0012056436570269827 0.00092074285796876797 0.00061925981620797853 0.0022553650198363128 0.0017454022908833619 0.00063773134840720499 0.0011045422229933274
leaf_weight=1568 28 38 27 30 24 27 21 21 188 22 20 37 216 24 38 23 26 32 21 109 45 30 41 31 48 41 21 32 127 165
leaf_count=1568 28 38 27 30 24 27 21 21 188 22 20 37 216 24 38 23 26 32 21 109 45 30 41 31 48 41 21 32 127 165
internal_value=0 0.000743834 0.00105711 0.000554862 0.000609262 0.000957794 0.0010495 0.00065907 0.00123316 0.000705381 0.000658765 0.000705531 0.000776452 0.00124346 0.00105926 0.00113028 0.00106107 0.000971837 0.00178066 0.000697452 0.000546076 0.00129536 0.00130964 0.00188551 0.000537701 0.0012842 0.00130135 0.00105294 0.00098455 0.000901511
internal_weight=0 901 339 562 532 311 284 508 209 487 465 445 408 2220 488 450 426 379 47 370 261 1732 1702 72 75 1630 1589 356 324 292
internal_count=3121 901 339 562 532 311 284 508 209 487 465 445 408 2220 488 450 426 379 47 370 261 1732 1702 72 75 1630 1589 356 324 292
is_linear=0
shrinkage=0.00625138


Tree=2166
num_leaves=31
num_cat=0
split_feature=1 4 2 48 399 96 15 3 0 1 12 0 2 16 3 0 51 43 13 16 159 16 50 474 474 13 0 12 40 4
split_gain=3.31598 1.16926 0.913478 0.814736 0.733548 0.743083 0.70296 0.630333 0.529636 0.583818 0.528322 0.486148 1.42057 0.993932 0.738315 0.628364 0.65161 0.454541 0.710537 0.560723 0.771625 1.07329 0.606885 0.491739 0.675619 0.474466 0.470034 0.437598 0.420176 0.58696
threshold=0.095950000000000021 -0.17966999999999997 0.13622000000000004 -0.089099999999999999 1.0000000180025095e-35 0.087655000000000025 -0.079929999999999987 -0.028564999999999997 -0.10474999999999998 0.13968000000000003 -0.12529499999999996 0.034820000000000011 0.10855000000000002 0.042200000000000008 -0.15713499999999997 0.13134000000000004 -0.092769999999999991 -0.14386499999999997 0.066795000000000007 0.0057500000000000008 0.088800000000000004 0.10246000000000001 1.0000000180025095e-35 0.037915000000000011 0.105645 0.061215000000000012 -0.081584999999999977 0.096295000000000019 0.051255000000000002 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 5 7 8 -5 -4 -10 -9 17 13 -13 -15 16 -16 25 19 -19 22 -22 23 -21 -25 -1 -24 -20 29 -12
right_child=1 2 6 4 -6 -7 -8 10 9 -11 28 12 -14 14 15 -17 -18 18 27 20 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0027713768283660128 0.0017926886171356468 0.0027209459164392403 0.0015557192425713889 0.0013835238421638796 -0.00077828589529680835 -0.00050893669219884662 -0.0010084534711130512 0.0019332976756215934 0.00078095491902171435 -0.00068691024312303992 0.00050699354173591683 -8.3417279508649845e-05 -0.00081169401935357773 0.0034971804563243727 0.0019683460279083316 0.0027033396553260342 -0.00032854439745719514 0.0017240731888526605 -0.00047936355025930591 0.001063617988201454 -0.001374401888711782 0.0015734479242197016 0.0013794335752741256 0.00332274005011502 0.0010859710214423345 0.0017766238356947013 0.0032364723167445674 0.0012278310792581406 -0.00059791784039172182 0.0016111321108546238
leaf_weight=59 125 22 31 268 20 26 31 29 55 38 184 24 26 21 21 24 20 1541 20 177 20 21 20 21 24 122 26 33 21 51
leaf_count=59 125 22 31 268 20 26 31 29 55 38 184 24 26 21 21 24 20 1541 20 177 20 21 20 21 24 122 26 33 21 51
internal_value=0 0.000975263 0.00084359 0.000999696 0.000936478 0.00099571 0.000218162 0.00106645 0.000524816 0.000181182 0.000768294 0.00163034 0.00110279 0.0015553 0.00201262 0.00153299 0.000847912 0.00166477 0.00162329 0.00165308 0.00129901 0.000135472 0.00147701 0.00127974 0.0021298 0.00210088 0.00242906 0.000583607 0.000636321 0.000746615
internal_weight=0 901 776 621 599 579 155 553 124 93 285 2220 136 110 86 65 41 2084 1903 1850 309 41 268 222 45 181 46 53 256 235
internal_count=3121 901 776 621 599 579 155 553 124 93 285 2220 136 110 86 65 41 2084 1903 1850 309 41 268 222 45 181 46 53 256 235
is_linear=0
shrinkage=0.00910708


Tree=2167
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 159 4 2 14 1 0 12 0 2 2 0 47 150 0 15 49 148 4 3 43 48 16
split_gain=155.64 18.9014 17.2653 13.0281 10.0033 5.76625 5.44613 5.09072 4.52111 4.17388 4.10408 2.60309 2.20983 2.18726 2.14241 2.31825 2.06543 2.00705 1.93583 1.91362 1.7855 1.68168 1.59525 1.58653 1.54333 1.52076 1.86679 1.38922 1.36839 1.29062
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.090455000000000021 0.12958500000000003 -0.16363499999999997 0.082585000000000006 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.16540500000000002 -0.067094999999999988 0.11734000000000001 -0.097024999999999986 0.10252500000000002 0.14285500000000004 -0.11173999999999999 0.077555000000000013 1.0000000180025095e-35 -0.077429999999999985 -0.095244999999999982 -0.012034999999999999 -0.043434999999999994 -0.064054999999999987 0.090900000000000009 -0.013199999999999998 0.085325000000000012 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 10 11 24 -6 17 14 19 18 -8 16 15 -7 28 20 22 25 27 -16 -4 -2 -3 -1 -27 -5 -9 -17
right_child=1 6 5 8 7 9 12 13 -10 -11 -12 -13 -14 -15 21 29 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020934865028137944 0.0013198437279696817 0.00053007386100400468 0.002125960586875766 0.0010872431709979002 0.0019949994628943651 0.0025147572612497214 0.00054655424726997195 0.0018518369705227385 0.00062537481326770106 0.0016922271547265754 0.0011898850045514128 0.0025127637403069402 -4.8688375310375631e-05 0.00080559109327642362 0.0020584997427751843 0.0020896017493589559 0.001136697819009932 0.00072253932826377371 0.0021141251247817519 0.0023421724718663706 0.0010006220936515959 0.0014682695377238185 0.0015207980702626417 0.0018503034043949062 0.0010268937692789384 0.0018939337682004744 0.0013705178762086199 0.0016004335156642774 0.0013262004596012436 0.0019375955737920042
leaf_weight=69 20 22 22 22 31 26 135 27 58 169 22 46 21 28 22 263 71 22 1065 33 41 39 30 92 106 84 26 51 31 427
leaf_count=69 20 22 22 22 31 26 135 27 58 169 22 46 21 28 22 263 71 22 1065 33 41 39 30 92 106 84 26 51 31 427
internal_value=0 0.000997685 0.00197125 0.00129202 0.00165607 0.00203431 0.000680545 0.00136287 0.0010244 0.00193535 0.00189164 0.00211481 0.000466425 0.00123805 0.00198823 0.00201439 0.00133192 0.00119458 0.00209842 0.00196446 0.00128568 0.00168114 0.00177683 0.00175558 0.000941503 0.00189483 0.00177022 0.00144577 0.00157089 0.00199553
internal_weight=0 590 2531 306 422 2109 284 188 194 946 234 1163 156 157 777 716 129 136 1117 212 114 61 52 112 128 179 110 73 58 690
internal_count=3121 590 2531 306 422 2109 284 188 194 946 234 1163 156 157 777 716 129 136 1117 212 114 61 52 112 128 179 110 73 58 690
is_linear=0
shrinkage=0.00170698


Tree=2168
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 4 1 2 49 1 50 1 40 12 475 52 15 1 4 1 12 1420 1 4 474
split_gain=137.256 22.5509 11.3447 9.68808 8.66224 7.22653 6.28602 6.13416 5.38087 5.35796 5.28298 3.74085 3.27177 2.48837 2.07499 1.95484 1.73262 1.66894 1.65902 1.48571 1.76403 1.44885 1.44085 1.4018 2.42534 1.38939 1.28785 1.24715 1.24243 1.2122
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.27834500000000006 -0.17966999999999997 0.092845000000000025 0.091265000000000013 -0.054984999999999992 0.087135000000000004 0.041865000000000006 0.13436000000000001 -0.077714999999999992 0.08401500000000002 -0.088274999999999978 0.31359500000000001 -0.089964999999999976 0.14699000000000004 -0.013125 0.086920000000000011 0.090165000000000009 -0.080064999999999983 0.13075500000000004 -0.0019149999999999998 0.10008000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 9 -8 12 -10 -4 14 -2 19 21 -12 -3 28 -1 26 22 -6 29 25 -25 -21 -5 -16 -14
right_child=1 4 11 27 15 -7 8 -9 10 -11 16 -13 23 -15 18 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016237511239180474 0.0012212959526476375 0.00085071004200973539 0.00169631650660429 0.001142782972427404 0.00072168727174085913 0.0012635374846666034 0.0017197402178465316 0.0022797434574525839 0.0017393633830272261 0.0010948893793408525 0.00099210921602243228 0.0010671584855568819 0.0018176951591591618 0.0017641294142491505 0.0012612726723182502 0.00084930262283704899 0.00053146889771257431 0.0004449213166693782 0.001853062612292303 0.002352838091454743 0.0016062878286275081 2.3275992867883951e-05 0.00025400358547477509 0.0018822818318919013 0.0012403855819100205 0.0016642821307820876 0.0019563796672096572 0.00072675097157325248 0.0017294598251726306 0.0021757974349718556
leaf_weight=34 24 47 37 61 31 48 30 84 22 22 173 58 386 127 20 26 22 50 346 20 34 22 32 108 25 198 944 24 42 24
leaf_count=34 24 47 37 61 31 48 30 84 22 22 173 58 386 127 20 26 22 50 346 20 34 22 32 108 25 198 944 24 42 24
internal_value=0 0.00105502 0.00183592 0.00144283 0.000853866 0.00185723 0.000975043 0.00186969 0.00110601 0.00185406 0.00102117 0.0013122 0.00186171 0.00167785 0.00190467 0.000478328 0.00094014 0.000641541 0.00181133 0.00194157 0.0019524 0.000364853 0.000484134 0.00177824 0.0017034 0.00174122 0.0019646 0.00102532 0.00157843 0.00183866
internal_weight=0 691 2430 236 455 2335 344 2287 247 2203 217 95 2181 151 1440 111 195 97 408 1032 998 85 63 741 331 306 964 85 62 410
internal_count=3121 691 2430 236 455 2335 344 2287 247 2203 217 95 2181 151 1440 111 195 97 408 1032 998 85 63 741 331 306 964 85 62 410
is_linear=0
shrinkage=0.00154607


Tree=2169
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 12 4 4 2 2 4 2 13 47 47 15 2 14 0 15 4 3 49 4 16 151 15 40 0
split_gain=167.282 20.2312 18.7143 10.6153 10.2321 9.33943 6.80739 6.42833 5.91747 5.71318 6.6912 4.706 4.32906 3.3813 2.95951 2.72219 2.63428 2.54015 2.45069 2.72788 2.89575 2.12996 2.65128 2.04462 1.95488 1.80982 2.01834 1.74165 1.73368 1.64879
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.092390000000000014 0.12043500000000001 0.14753000000000002 0.090285000000000018 0.42642000000000008 -0.16363499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.033845000000000007 0.11389000000000002 -1.0000000180025095e-35 0.091680000000000011 0.077555000000000013 0.13592500000000005 0.31358000000000003 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 -0.059649999999999988 0.090900000000000009 -0.085174999999999987 0.024790000000000003 -0.090344999999999995 -0.059889999999999992 -0.41942499999999994 -0.063404999999999989 -0.092404999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 7 9 18 -2 -5 -3 -11 16 15 28 23 21 29 -7 19 20 -4 -1 -23 -10 -15 -25 -27 -6 -12 -8
right_child=1 5 6 8 27 17 11 -9 14 10 13 -13 -14 24 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0020591617071117926 0.0018159184674161959 0.00065596121293764694 0.0021003023622595905 0.0019840667957949218 0.0012030193629435876 0.00058688361325042284 0.0022177480423115747 0.00088424915558823146 0.001587917168397301 0.0018182155029576297 0.0011186617534322601 0.0016751081461205402 0.0012225815353321247 0.0015920381954482097 0.0016789490358538562 0.0023290111182637245 0.0014467083015904058 3.2056689643522329e-05 0.002418818774020851 0.0020767961336292102 0.0013033969930124254 0.0018515146099209057 0.001288450304762063 0.0013135389105795744 0.0010830046923269285 0.0011422887763501918 0.00059406002400816166 0.00066530535128795905 0.00071011334417629983 0.0019477099163538092
leaf_weight=71 114 89 20 31 25 70 56 20 21 27 35 171 22 26 31 33 23 26 46 1053 22 83 25 42 52 36 27 31 75 718
leaf_count=71 114 89 20 31 25 70 56 20 21 27 35 171 22 26 31 33 23 26 46 1053 22 83 25 42 52 36 27 31 75 718
internal_value=0 0.00104222 0.00193846 0.00164709 0.00144947 0.000848771 0.00199677 0.00167686 0.00137889 0.000978925 0.00111262 0.00190327 0.00186257 0.00101128 0.00125939 0.00192898 0.00195223 0.000436618 0.00207608 0.00206169 0.00168288 0.00185524 0.00172118 0.00115617 0.00125268 0.00106982 0.000907334 0.000905356 0.000840106 0.00196725
internal_weight=0 590 2531 422 190 400 2109 134 188 304 215 968 234 188 157 212 797 96 1141 1095 42 179 108 126 78 105 63 56 110 774
internal_count=3121 590 2531 422 190 400 2109 134 188 304 215 968 234 188 157 212 797 96 1141 1095 42 179 108 126 78 105 63 56 110 774
is_linear=0
shrinkage=0.00151575


Tree=2170
num_leaves=31
num_cat=0
split_feature=4 2 1 150 149 15 2 3 3 13 3 150 484 12 43 47 16 483 472 12 16 157 12 15 474 2 1447 1212 16 475
split_gain=4.76301 1.71052 1.31787 1.25123 1.16283 0.919604 0.740769 0.633173 1.51199 0.907953 0.723863 0.696497 0.568572 0.605685 0.563877 0.615871 0.501584 0.716233 0.582862 0.630662 1.00483 0.722371 0.632863 0.623619 0.561463 0.732679 0.628584 0.810001 0.574774 0.546106
threshold=0.27287000000000006 0.17025000000000004 0.089625000000000024 1.0000000180025095e-35 0.07770500000000001 -0.094329999999999983 0.25063000000000007 -0.082234999999999989 -0.080634999999999984 0.0049450000000000006 -0.11255999999999998 -0.07848999999999999 -1.0000000180025095e-35 0.091840000000000019 -0.08231999999999999 0.11596500000000001 -0.072359999999999994 0.085510000000000017 -0.081684999999999994 0.091625000000000012 -0.042349999999999992 -0.08107499999999998 0.085055000000000006 -0.076244999999999993 0.087035000000000015 0.086375000000000021 -0.086059999999999984 0.087685000000000013 -0.013324999999999998 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 7 6 -5 -2 9 -9 -4 -11 -10 13 -13 -14 -16 17 -1 -18 20 22 -21 -20 -23 26 -26 -22 28 -28 -25
right_child=4 -3 3 5 -6 -7 -8 8 11 10 -12 12 14 -15 15 -17 18 -19 19 21 24 23 -24 29 25 -27 27 -29 -30 -31
leaf_value=0.0015665819426752513 0.00052522517723212789 -0.00014347719915782782 0.0022301946967914223 -0.00059067523176724399 0.001875221532009777 0.00086051311378270118 -0.00076087778922397738 -0.00043801226652301882 0.00037669108447011907 0.0016007495806461376 0.00036392351678072731 0.0026873642186231975 0.00034216911102805017 0.0013757647959902889 0.001477008065570292 0.00063527171596147887 0.002255423171318213 0.0023432219410477917 -0.00019513466852924853 -8.727502793251636e-05 0.0024956919197804297 0.001893658160920888 0.0012234334447186993 0.0021219382145924014 -7.2965273092100071e-05 0.0014225393962719139 0.0023115819896804184 0.00061556833381811935 0.0015767651242039459 0.00098399620846374475
leaf_weight=869 302 33 74 23 28 153 22 25 36 78 30 28 29 38 233 48 35 58 24 21 38 51 36 21 20 60 56 36 376 240
leaf_count=869 302 33 74 23 28 153 22 25 36 78 30 28 29 38 233 48 35 58 24 21 38 51 36 21 20 60 56 36 376 240
internal_value=0 0.00138789 0.00140636 0.00117431 0.00055223 0.000670869 0.000437897 0.00131746 0.00117779 0.00165281 0.00125719 0.00127584 0.00136193 0.0019322 0.00124051 0.00133322 0.00150141 0.00161517 0.0013974 0.00136673 0.00149003 0.00112752 0.000656006 0.00120928 0.00157543 0.00104866 0.00165871 0.00159075 0.00167202 0.00107555
internal_weight=0 2769 2736 795 352 176 324 619 437 182 108 412 376 66 310 281 1941 927 1014 979 646 333 60 312 586 80 506 468 432 261
internal_count=3121 2769 2736 795 352 176 324 619 437 182 108 412 376 66 310 281 1941 927 1014 979 646 333 60 312 586 80 506 468 432 261
is_linear=0
shrinkage=0.0067667


Tree=2171
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 47 2 1 2 2 2 1 16 159 150 2 4 1447 15 52 4 150 2 15 1 52 0
split_gain=213.718 33.8358 17.6798 15.693 11.4727 11.1933 8.20138 5.88639 5.20592 5.08229 4.10474 3.9559 3.25537 3.22335 3.11016 3.05222 2.69688 2.51447 2.46088 1.99925 1.95029 1.81494 1.8441 1.72216 1.70925 2.71626 1.601 1.57607 1.53062 1.31872
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.092845000000000025 0.085505000000000012 0.14285500000000004 0.089625000000000024 0.090425000000000019 0.14960000000000004 -0.0091949999999999983 0.122715 -0.061854999999999993 0.082585000000000006 1.0000000180025095e-35 0.089005000000000015 0.022185000000000003 -0.082869999999999985 1.0000000180025095e-35 0.12418000000000001 -0.036839999999999991 1.0000000180025095e-35 0.11237500000000002 -0.40580499999999992 0.13075500000000004 0.40674500000000008 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 16 6 10 -4 12 17 18 13 21 -12 23 -10 24 19 28 29 -20 22 -6 -2 25 -3 -14 -5 -1 -7
right_child=1 4 7 27 8 9 -8 -9 15 -11 11 -13 26 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023745351388487954 0.0023675757216431092 0.001836617375525675 0.0020533538550565004 0.001288944601732096 0.00057374170273316615 0.0022324515398323306 0.0028101400693971018 0.0012375945768675247 0.00085525653333329429 0.0014636033177687707 0.0015964558250417798 0.001570989089113044 0.00060809476103537133 0.0022233884292158067 0.0015536849823632483 0.0015316703491548534 0.0009065443049943282 0.0015979008166785099 0.0025901953253677609 0.0019489566908348656 0.0022025069030309546 0.0011566477863086473 0.0010808419864645293 0.0019705015020547059 0.0011915907384503119 0.0011763207877897824 0.00010624963996062214 0.00080121999667506912 0.001954579335775153 0.0018191554032768627
leaf_weight=948 50 40 37 60 96 217 79 60 45 39 23 31 29 274 29 28 38 27 36 134 498 24 23 65 57 27 38 24 23 22
leaf_count=948 50 40 37 60 96 217 79 60 45 39 23 31 29 274 29 28 38 27 36 134 498 24 23 65 57 27 38 24 23 22
internal_value=0 0.00119825 0.00222174 0.00170212 0.000940086 0.0022495 0.00230269 0.00154876 0.000744677 0.00201788 0.00228082 0.00211777 0.000616049 0.00217484 0.00202443 0.0011147 0.00128145 0.00207192 0.00231635 0.00210623 0.00222864 0.000753134 0.000671753 0.00214314 0.00139634 0.00157053 0.000323466 0.00114959 0.00236459 0.00219441
internal_weight=0 673 2448 228 445 2351 1912 97 283 439 1833 328 210 297 144 73 162 400 1505 373 534 143 119 115 124 67 67 84 971 239
internal_count=3121 673 2448 228 445 2351 1912 97 283 439 1833 328 210 297 144 73 162 400 1505 373 534 143 119 115 124 67 67 84 971 239
is_linear=0
shrinkage=0.00160853


Tree=2172
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 1 2 14 1 1 151 52 457 43 156 16 1 159 1 0 4 52 4 0 3 12
split_gain=180.321 29.9528 17.9745 14.3383 12.5348 9.48694 7.12392 6.26319 5.81876 5.38868 5.19251 3.69888 2.58202 2.32988 2.23043 1.80489 1.77642 2.93082 1.75447 1.79263 2.77401 1.66442 1.75456 2.13163 1.41409 1.32336 1.59908 2.0173 1.51559 1.28343
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.40473500000000007 0.092845000000000025 0.089885000000000007 0.062655000000000016 0.16540500000000002 0.090540000000000023 -0.088784999999999989 -0.56176499999999996 0.069910000000000014 -0.016814999999999997 0.10499000000000001 -0.0094449999999999968 0.11392000000000001 0.082585000000000006 0.085110000000000005 -0.070154999999999981 0.052250000000000012 0.40674500000000008 -0.39518999999999993 -0.070154999999999981 0.086245000000000016 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 10 12 -6 -5 11 13 -4 25 -3 -12 21 -18 19 20 -16 24 23 -23 29 26 -1 28 -28 -17
right_child=1 2 7 9 8 -7 -8 -9 -10 -11 15 -13 -14 -15 18 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022232809733543947 0.0017875328441185321 0.0011436905964036504 0.00045094442402377307 0.0016504679223292267 0.0015952104942784848 0.0011621979359236515 0.00099495531772736422 0.0011360774298887792 0.00093458103353205254 0.00095285357348948922 0.0020106528657220799 0.0022158067879215 -7.3034785690209161e-05 0.0017232357988955283 0.0010170783758314951 0.0017517681505584935 0.0017478086156686532 0.0010264122520240175 0.001158519510350401 0.00053592640470806398 0.00064873969343884352 0.0019385952696367385 0.0022587071080219494 0.0014632293225037664 0.0015745959161473674 0.0015718880643100198 0.0018948691925268857 0.0014494644798455621 0.0015158425833162929 0.0014521270675236437
leaf_weight=28 76 43 150 37 85 48 22 26 40 58 43 59 22 241 81 492 27 20 24 58 86 67 21 27 145 28 992 22 22 31
leaf_count=28 76 43 150 37 85 48 22 26 40 58 43 59 22 241 81 492 27 20 24 58 86 67 21 27 145 28 992 22 22 31
internal_value=0 0.000941597 0.000837058 0.0017685 0.00100532 0.00179063 0.00180382 0.000482691 0.00138381 0.00122456 0.00181168 0.00186584 0.000383924 0.00185035 0.000843294 0.00172532 0.00171054 0.00144083 0.000791418 0.000752261 0.000827395 0.00172673 0.00188544 0.00180205 0.0016994 0.0018784 0.00188647 0.00187736 0.00188665 0.00173401
internal_weight=0 691 615 2430 417 2335 2287 198 125 95 2265 1392 172 1333 292 873 830 47 249 225 167 783 115 94 668 1092 1064 1036 1014 523
internal_count=3121 691 615 2430 417 2335 2287 198 125 95 2265 1392 172 1333 292 873 830 47 249 225 167 783 115 94 668 1092 1064 1036 1014 523
is_linear=0
shrinkage=0.00142833


Tree=2173
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 475 147 15 2 3 1 4 3 12 39 1 15 16 16 149 2 1211 399 159 158 151 16 3 14 51
split_gain=5.55496 1.59469 1.02276 0.920535 0.913064 0.862721 0.819049 0.818633 0.718239 0.673962 0.746875 0.640752 0.626175 0.673882 0.584302 0.569894 0.518684 0.495266 0.469864 0.524692 0.480374 0.845486 0.487106 0.464389 0.454206 0.540537 0.452333 0.447588 0.584017 0.609827
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.073404999999999984 0.11924500000000002 -0.073994999999999991 0.089365000000000014 -0.23141499999999995 -0.055814999999999997 -0.0063699999999999989 0.091535000000000019 0.053180000000000012 0.30112000000000005 -0.42850999999999995 0.099745000000000014 0.089875000000000024 -0.018314999999999994 -0.16075999999999999 -0.083539999999999989 0.079625000000000015 0.084305000000000005 0.086285000000000014 0.088190000000000018 0.097885000000000014 0.085030000000000008 1.0000000180025095e-35 -0.085589999999999986 0.12745000000000004 -0.46166999999999997 -0.40274499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 9 -7 -9 10 -5 18 27 -14 15 -10 -6 -11 20 -20 -3 22 -22 -15 25 -13 -17 28 -2 -30
right_child=12 11 3 4 16 7 -8 8 14 17 -12 24 13 23 -16 26 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.7017539189984257e-05 0.0017965242927172886 0.0022094605710321221 -0.0005037777672625088 0.0017380680366458859 0.0012102700772240807 -0.00027970717222841829 0.00040687690135641699 1.4995527728547379e-05 0.0026750028101415312 0.0027675618084024578 5.8355726791076466e-05 0.0010831277091169372 0.00098194452327506586 -0.00069984760658472177 0.00036621555074317272 0.0021923415057561149 -0.00016654174452495596 0.0018498259002725729 0.0016434227862947171 0.00278700867136265 0.0015458442255088609 0.0029627988086711322 0.0026140173158235263 0.00058286451796976777 0.0018777681757563191 0.0022956502070333703 0.0010093496885481442 0.0015532888506387746 0.0016653435717948566 0.0004471605776285961
leaf_weight=28 23 183 20 39 43 20 23 20 24 37 21 195 34 43 20 25 21 168 1393 21 266 27 24 22 67 21 50 38 24 181
leaf_count=28 23 183 20 39 43 20 23 20 24 37 21 195 34 43 20 25 21 168 1393 21 266 27 24 22 67 21 50 38 24 181
internal_value=0 0.00159303 0.00125059 0.00132112 0.00153433 0.000901847 0.00170673 0.00107866 0.0012741 0.00181955 0.00115017 0.00168016 0.000650315 0.000162785 0.00148572 0.00171188 0.000758504 0.00201547 0.00172731 0.00166041 0.00191652 0.0017474 0.00163424 -0.000265699 0.00136123 0.00120101 0.00140368 0.000831764 0.00071151 0.000589777
internal_weight=0 2756 559 531 352 179 288 159 139 265 60 2197 365 99 119 99 64 205 1914 1414 500 317 290 65 283 216 75 266 228 205
internal_count=3121 2756 559 531 352 179 288 159 139 265 60 2197 365 99 119 99 64 205 1914 1414 500 317 290 65 283 216 75 266 228 205
is_linear=0
shrinkage=0.00718087


Tree=2174
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 1 457 2 2 123 484 12 0 48 1443 3 3 50 4 160 151 151 133 1456 48 96 52 42 49
split_gain=4.56747 1.53636 1.27786 0.976152 0.830676 0.745234 0.696851 1.07087 0.693229 0.669259 0.510881 0.488968 0.615803 0.555757 0.968619 0.453261 0.552234 0.70135 0.54497 0.51418 0.5051 0.432874 0.507136 0.431574 0.46612 0.425225 0.469147 0.488352 0.56999 0.606202
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.089625000000000024 0.057025000000000006 0.12358500000000001 0.25063000000000007 0.083965000000000012 -0.020124999999999994 0.09474500000000001 -0.13027499999999997 0.091085000000000013 0.090450000000000016 -0.14186499999999996 -0.12018999999999998 0.12170000000000002 -0.059649999999999988 -0.40698999999999991 -0.086654999999999982 -0.030624999999999996 0.11524500000000001 0.088395000000000015 0.12118000000000002 0.086715000000000014 -0.075329999999999994 0.088575000000000015 -0.045154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 10 6 15 8 11 25 -1 12 -8 14 -13 16 19 -18 23 -6 -20 -9 -23 -19 -25 26 27 -2 29 -29
right_child=3 -3 -4 -5 5 -7 7 21 -10 -11 -12 13 -14 -15 -16 -17 17 18 20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0003525719104482895 -0.00039881376818585941 -0.00012619671904016109 0.00053452098815306168 0.0021680039459432534 0.002738975063700147 0.0029182081856209455 0.0031997417447086588 -0.00014938525493462165 0.00030682034178163969 -0.00088616121852947837 0.0013971435410362989 -0.00014214180353821037 0.0014565228210551414 0.0017018398485299847 0.0021214464157923883 0.000749487615973564 0.00066174830466436457 0.0019011349080313312 0.0018400479895639564 0.001381116357336199 0.00030699214923983497 0.0018698005418998789 0.00014894079035599549 0.0016323000111271564 0.00032236428386853762 -0.00039481026623173403 -0.00047805523622195353 0.00017010514086835389 0.00033594110931617967 0.001481398816318932
leaf_weight=21 21 33 65 28 82 38 32 33 27 22 27 32 26 437 23 28 38 1442 29 26 32 27 22 228 21 26 21 31 75 128
leaf_count=21 21 33 65 28 82 38 32 33 27 22 27 32 26 437 23 28 38 1442 29 26 32 27 22 228 21 26 21 31 75 128
internal_value=0 0.00167833 0.0017001 0.000660844 0.00172846 0.00174854 0.00173134 0.00149518 0.00162304 0.000530596 0.000631643 0.00168765 0.0024183 0.00160152 0.00080445 0.00181215 0.00182782 0.00179257 0.0018171 0.00241208 0.00103582 0.000595507 0.00109717 0.00184528 0.00152182 0.000633803 0.000730702 0.000830246 0.000940547 0.00122574
internal_weight=0 2769 2736 352 2671 2623 2585 659 577 324 48 550 58 492 55 1926 1898 1790 1752 108 61 82 49 1691 249 302 276 255 234 159
internal_count=3121 2769 2736 352 2671 2623 2585 659 577 324 48 550 58 492 55 1926 1898 1790 1752 108 61 82 49 1691 249 302 276 255 234 159
is_linear=0
shrinkage=0.00841354


Tree=2175
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 0 4 0 15 1 47 4 4 15 13 49 4 50 2 14 15 151 159 3 48 13 48
split_gain=139.605 16.1747 15.6767 9.11604 8.27929 7.48133 4.81638 4.3161 4.43192 4.18205 4.11338 3.61437 3.12606 2.88121 2.6973 2.62742 4.61533 2.48928 2.32898 2.12492 2.07449 2.06189 1.82138 1.80234 1.72946 1.70472 1.64619 2.27595 2.86056 1.62329
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.27834500000000006 0.11734000000000001 -0.14832499999999996 0.27287000000000006 -0.23194499999999998 0.024640000000000006 0.12765500000000005 0.081320000000000017 0.0049200000000000008 -0.064054999999999987 -0.03241999999999999 -1.0000000180025095e-35 -0.012034999999999999 0.024790000000000003 0.041865000000000006 0.099185000000000009 -0.46166999999999997 -0.41942499999999994 -1.0000000180025095e-35 0.084250000000000005 -0.015584999999999998 -0.035774999999999994 -0.0044799999999999987 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 9 7 8 -4 17 -1 13 22 26 -10 21 -17 25 -2 -19 23 -12 -11 -7 -25 29 -5 -28 -29 -3
right_child=1 5 6 11 -6 20 -8 -9 14 12 15 -13 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.002380532209162769 0.0010308792945240789 0.0012935587566006033 0.0022790643617119268 0.00074870046745438958 0.00083109185048622762 0.00046586971710212241 0.0010187711066149598 0.0014507084245730449 0.0018347450915293358 0.0012664401626815546 0.002040458769762517 0.0018766506246418585 0.00039142992481043244 0.0015505857638507879 0.0016543185983830086 0.0016667433587738885 0.00087704769270092282 0.0015431724616283356 0.0016486268738500401 0.00088937618798153549 0.00070879319899787763 0.0014205745253658235 0.00068891702978464897 0.00027587071410824633 -0.00036099182375206234 0.00052286654869460243 0.00068278506092793098 0.00096860441398259449 0.0015108325055078499 0.00077021844044835826
leaf_weight=22 20 27 56 35 74 29 21 87 1688 21 52 21 83 41 257 76 27 32 92 23 23 20 49 22 24 32 23 50 55 39
leaf_count=22 20 27 56 35 74 29 21 87 1688 21 52 21 83 41 257 76 27 32 92 23 23 20 49 22 24 32 23 50 55 39
internal_value=0 0.000856583 0.00174283 0.00145417 0.00125695 0.000672258 0.00180059 0.00180845 0.00182401 0.000798609 0.00171188 0.00122853 0.000606803 0.00116181 0.0018109 0.00162782 0.00145974 0.000990415 0.00153831 0.00126977 0.000277733 0.00186827 0.000862174 0.000145541 -5.64054e-05 0.000833636 0.00106402 0.00115023 0.00125263 0.000984312
internal_weight=0 590 2531 422 186 404 2109 2088 2001 306 197 225 153 204 1945 175 103 153 112 55 98 72 70 75 46 98 163 128 105 66
internal_count=3121 590 2531 422 186 404 2109 2088 2001 306 197 225 153 204 1945 175 103 153 112 55 98 72 70 75 46 98 163 128 105 66
is_linear=0
shrinkage=0.0016407


Tree=2176
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 157 3 48 42 4 16 1 49 1 3 9 4 49 10 2 10 4 52 12 0 41 402 402 1 43
split_gain=4.39664 1.25233 0.806105 0.828611 0.957651 0.824506 0.713641 0.735574 0.58455 0.640971 0.582573 0.562566 0.535351 0.635624 0.515987 0.500391 0.530074 0.481485 0.437239 0.645697 0.623034 0.478674 0.431728 0.409802 0.529356 0.486379 0.393041 0.670921 0.412565 0.862345
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 0.081185000000000021 -0.073404999999999984 -0.07797999999999998 0.11924500000000002 -0.024949999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.16075999999999999 0.16773500000000005 -0.026779999999999995 0.11039500000000001 -0.0043399999999999992 0.081890000000000004 0.40124500000000002 0.094245000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.51164000000000009 -0.018574999999999998 0.11734000000000001 -0.14920999999999998 0.079395000000000007 0.089785000000000018 0.10126500000000001 0.090965000000000004 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 -7 -10 -9 18 -8 -14 -12 16 23 22 19 20 -2 -20 -16 24 25 -3 -26 -28 29 -29
right_child=11 15 3 -5 6 8 12 10 9 -11 14 -13 13 -15 17 -17 -18 -19 21 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00011393550481013673 0.00050384614426722898 0.0034200041518468449 -0.00087317540341431976 0.0028755691829349317 0.00059204442901600101 0.001957658751899633 0.0018026178608282549 0.0028414950180944637 0.0011229822440742639 -0.00032429207426589503 0.0009095557900811247 -0.00065333766770270631 -0.00095450609464534867 0.0012523747841263252 0.0018572479742448198 0.0029385442048494494 0.00058445660449475971 0.00089141716220367837 -0.0010060660995445017 0.00062489925722669377 0.0020945083200037905 0.00080356330303057652 0.0029573618745231986 0.001225165943378158 0.0017554520947176441 0.0017280849058748857 0.0030153510108328787 0.0033414243215939125 0.00069973672396503382 0.0017091487201926507
leaf_weight=28 29 30 20 28 34 38 24 47 81 33 43 23 20 20 82 29 28 25 21 207 54 24 41 92 1770 23 52 31 20 124
leaf_count=28 29 30 20 28 34 38 24 47 81 33 43 23 20 20 82 29 28 25 21 207 54 24 41 92 1770 23 52 31 20 124
internal_value=0 0.00170194 0.00133396 0.0014096 0.0013288 0.000797601 0.00160072 0.00179641 0.00101744 0.000704034 0.00196846 0.000670951 0.000769066 0.000148934 0.00175363 0.00179632 0.00178105 0.00199886 0.000761872 0.000886445 0.00153873 -4.09304e-05 0.00222395 0.0017967 0.00182235 0.00268578 0.00179943 0.00214234 0.00188293 0.0020356
internal_weight=0 2763 564 536 508 172 336 272 152 114 238 358 64 40 191 2199 2170 148 335 290 83 45 123 2142 2050 53 1997 227 175 155
internal_count=3121 2763 564 536 508 172 336 272 152 114 238 358 64 40 191 2199 2170 148 335 290 83 45 123 2142 2050 53 1997 227 175 155
is_linear=0
shrinkage=0.00875344


Tree=2177
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 15 4 0 47 14 4 15 2 12 0 39 0 50 3 3 1 160 4 49 1 0
split_gain=198.58 24.9097 22.6756 13.7661 13.2551 9.40147 7.70718 6.21452 6.5146 5.94734 4.70098 3.75986 3.73165 3.61869 3.00911 4.23717 2.66069 2.65117 2.35119 2.21431 2.20134 2.1663 2.15227 3.00958 2.14263 2.00814 3.04652 1.97145 1.79616 1.48551
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.033845000000000007 -0.23194499999999998 0.081320000000000017 0.076175000000000007 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.11734000000000001 -0.13455999999999999 0.096625000000000016 -0.097024999999999986 0.041865000000000006 0.149315 -0.017889999999999996 0.10089500000000001 -0.011159999999999998 0.0067750000000000006 -0.012034999999999999 0.12000500000000001 -0.077429999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 27 7 13 28 -9 12 17 -1 24 18 16 -16 -13 20 -4 22 -8 -7 23 -10 25 -5 -27 -2 -3 -19
right_child=1 5 6 9 -6 21 10 8 19 -11 -12 14 -14 -15 15 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027747937708429682 0.0014950045123154809 0.0010440454090076862 0.0017769321336349761 0.0010613209272969553 0.0010670151510040887 0.00030291107439697616 0.0026768809524941707 0.0017527853045763307 0.00073014303256821651 0.0023729336862551723 0.0018809428632164016 0.0025018791975218416 0.0018984125868156505 0.0027776258004969146 0.0020687332511745357 0.0013014200349504934 0.0017995610023649039 0.0021929463386397984 0.0023187682666913774 0.00063531869057390281 0.0021908152091706821 0.00087849157534305858 0.00083584404139741249 0.0014224048500030976 0.0011409103387799099 0.0018848757273839346 0.0011332079381945492 0.0020633614047482957 0.00051990893684909832 0.0016597493121058794
leaf_weight=22 20 24 22 20 74 75 26 42 22 21 171 53 41 46 76 26 20 22 1073 31 710 23 48 73 75 47 21 92 66 39
leaf_count=22 20 24 22 20 74 75 26 42 22 21 171 53 41 46 76 26 20 22 1073 31 710 23 48 73 75 47 21 92 66 39
internal_value=0 0.00110901 0.002166 0.00181883 0.00160585 0.000880262 0.00223546 0.0010219 0.00117283 0.00154155 0.00212778 0.00213552 0.00145596 0.00232682 0.00205515 0.00187314 0.00230946 0.00218074 0.00230788 0.00103284 0.00220799 0.000437996 0.00111902 0.00126209 0.00134467 0.00151833 0.00165274 0.00196187 0.000659679 0.00185205
internal_weight=0 590 2531 422 186 404 2109 306 216 225 968 197 204 1141 175 102 73 797 1095 174 736 98 143 95 163 88 68 112 90 61
internal_count=3121 590 2531 422 186 404 2109 306 216 225 968 197 204 1141 175 102 73 797 1095 174 736 98 143 95 163 88 68 112 90 61
is_linear=0
shrinkage=0.0016407


Tree=2178
num_leaves=31
num_cat=0
split_feature=4 2 3 106 52 159 3 15 14 16 43 48 0 11 42 4 3 16 2 2 4 1 49 16 52 51 52 15 13 15
split_gain=4.35941 1.45294 1.24397 0.732382 0.688017 0.878293 0.744291 0.676773 0.615214 0.630505 0.683584 0.598254 0.976921 0.700398 0.68322 0.655974 0.868062 0.626198 0.600216 0.741365 0.753939 0.595867 0.579088 0.575323 0.593825 0.739326 1.00083 0.666702 0.587433 0.52056
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.039215000000000007 0.10620500000000001 0.42240500000000009 -0.15914499999999995 -0.47013499999999991 -0.53943499999999989 -0.072864999999999985 0.082620000000000013 0.041630000000000007 0.10334500000000001 0.099760000000000015 -0.49405499999999997 0.11296500000000002 0.19444000000000003 -0.0091949999999999983 0.085105000000000014 -0.029144999999999997 0.13210500000000003 0.089420000000000013 0.042200000000000008 -0.45478499999999994 -0.17083999999999996 0.15116000000000002 -0.040804999999999994 -0.051094999999999995 -0.18895499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 8 22 -2 29 21 13 14 15 18 17 23 -9 -13 -20 -21 -11 -1 -17 -25 27 28 -26 -27 -10
right_child=4 -3 -4 -5 5 -7 -8 11 9 10 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0029376542987442772 0.0015559311136806417 -9.8022949921082851e-05 0.0004207238616056112 0.00034453927198948523 0.0014727056841807422 6.2541001776117837e-05 -0.00083962003048173369 0.0030539538489228312 0.0018252403022374212 -0.0014932567230749368 0.00044837975551926179 0.00015604188699938523 -0.00019523365178066615 0.00014465914375896811 0.00025003683365407766 0.0015415136372467025 0.00016085829670148705 0.001750020075846505 0.0023801195949861896 0.0020430139059343837 0.0011256521515060191 0.00011954481932824042 0.0016567585920203329 0.0015649772600928734 0.0011386285303083225 0.00070169828678903214 0.0012909751722658639 0.002574419057377977 -0.0007093670538088322 0.00053521881106365825
leaf_weight=28 26 33 63 31 79 32 23 24 23 21 105 20 25 20 31 1587 26 91 38 58 227 27 52 158 81 29 56 21 32 54
leaf_count=28 26 33 63 31 79 32 23 24 23 21 105 20 25 20 31 1587 26 91 38 58 227 27 52 158 81 29 56 21 32 54
internal_value=0 0.0013996 0.00141792 0.00144176 0.000587999 0.00106617 0.000397758 0.00145483 0.000508929 0.000390572 0.000123851 0.00143422 0.00117908 0.00148212 0.00127095 0.00149483 0.00146436 0.00202215 0.00136322 0.00143796 0.00131234 -0.000586056 0.00210507 0.00148161 0.00122945 0.000987378 0.000597813 0.00143423 -3.85327e-05 0.00092055
internal_weight=0 2731 2698 2635 390 111 279 2604 256 230 153 2524 399 2125 374 2105 1990 115 343 323 285 48 80 1964 377 219 117 102 61 77
internal_count=3121 2731 2698 2635 390 111 279 2604 256 230 153 2524 399 2125 374 2105 1990 115 343 323 285 48 80 1964 377 219 117 102 61 77
is_linear=0
shrinkage=0.00718087


Tree=2179
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 2 2 4 14 2 0 12 1 4 50 47 39 1 12 47 16 3 14 1 4 49 1 15
split_gain=255.108 31.4225 25.9945 15.6095 15.4747 11.482 8.42477 8.36043 7.41065 7.16027 5.83481 4.92294 4.37504 5.18686 3.53739 3.52671 3.12676 2.84517 2.55806 2.50616 2.45246 2.20529 2.19818 2.03623 2.01923 2.00177 1.91165 1.87899 3.00879 1.78615
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092845000000000025 0.27834500000000006 0.14285500000000004 0.053180000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.076175000000000007 0.11389000000000002 -0.079119999999999982 0.13597000000000004 0.122715 0.27834500000000006 0.041865000000000006 0.091680000000000011 0.096625000000000016 0.12000500000000001 0.095780000000000018 0.077555000000000013 -0.12029499999999999 -0.16186999999999999 0.062655000000000016 0.12958500000000003 -0.033174999999999989 -0.066019999999999981 0.10089500000000001 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 14 7 10 19 25 -5 12 21 -4 23 -2 20 -7 27 26 -3 22 24 -8 -14 -1 -9 -10 28 -11 -25
right_child=1 5 6 9 -6 16 15 8 18 17 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0058717936074801748 0.0059375429663273442 0.0048833332158616316 0.0061505366737610078 0.0059944141666308905 0.0049057079256825779 0.0041499474091005765 0.0061064326166715786 0.0058814675923040275 0.0053589055426273118 0.0057081590131249256 0.0065658206735886605 0.0052684888958593103 0.0062736853213773442 0.0053186822931448911 0.0053346502084144452 0.0052367273728393332 0.0047388450265411358 0.0056271564089179875 0.0044715980861802507 0.0043225748943117002 0.0056685763051404388 0.0063331052183241334 0.0056836026862116772 0.0058751237832442302 0.0063719339156915484 0.0052318876956229683 0.0048790489965601256 0.004954015513736405 0.0049715349731354547 0.0060573617575255083
leaf_weight=164 83 24 1200 31 74 85 102 22 22 24 61 23 64 24 29 21 26 29 29 66 81 35 37 184 20 20 110 71 25 335
leaf_count=164 83 24 1200 31 74 85 102 22 22 24 61 23 64 24 29 21 26 29 29 66 81 35 37 184 20 20 110 71 25 335
internal_value=0 0.0049276 0.00601269 0.00567602 0.00543303 0.00469491 0.00608006 0.0048491 0.00501624 0.00534463 0.00611379 0.00592251 0.00609853 0.00599572 0.00578144 0.00581857 0.00428789 0.00520944 0.00487123 0.00447211 0.00587411 0.00599119 0.00599388 0.00602359 0.00592616 0.00557214 0.00495903 0.00510849 0.00533233 0.00599275
internal_weight=0 590 2531 422 186 404 2109 293 203 180 1868 242 1807 607 112 241 111 149 161 90 220 219 139 583 184 42 132 120 49 519
internal_count=3121 590 2531 422 186 404 2109 293 203 180 1868 242 1807 607 112 241 111 149 161 90 220 219 139 583 184 42 132 120 49 519
is_linear=0
shrinkage=0.00148603


Tree=2180
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 4 1 1 2 49 10 12 1 47 16 12 49 13 457 12 39 2 47 11 52 475 4
split_gain=152.204 25.4886 11.7268 9.78768 9.58175 7.99556 6.26864 5.77943 5.63776 4.67683 4.19797 3.98333 2.81157 2.48115 2.36808 2.21943 2.1028 2.18745 1.94669 1.84615 2.11245 1.54316 1.71312 1.70134 1.51456 1.46583 1.3732 1.34482 1.57863 1.31801
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14262000000000002 0.13501500000000002 0.062655000000000016 -0.17966999999999997 0.27834500000000006 0.11690500000000002 0.092845000000000025 0.091265000000000013 -0.054984999999999992 -0.062879999999999978 -0.12529499999999996 0.087135000000000004 0.10589000000000001 -0.29154999999999992 0.08401500000000002 -0.054319999999999993 -0.0087749999999999981 0.080930000000000016 0.099815000000000015 0.089535000000000017 0.11411 0.090280000000000013 1.0000000180025095e-35 0.31359500000000001 -0.088274999999999978 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 8 -3 11 16 -4 15 -2 -6 -11 27 17 -9 -17 -19 -21 22 23 26 -5 -14 -13 28 -1 -30
right_child=1 4 10 24 13 -7 -8 9 -10 14 -12 21 25 -15 -16 18 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022052228690897986 0.0017110253346975801 0.0020795099425832716 0.0023118784120691859 0.0018256671678932922 0.00025458581223111487 0.0017744059948783708 0.0029592573523721495 0.0018344658863695352 0.001597653766188033 0.0016575199640248557 0.0015613007853204619 0.0024406546257491734 0.0025464194848686997 0.00094289066771175161 0.0010552923149295518 0.0021440361131975032 0.0020718257431144608 0.0016559683626951927 0.0024790580656874703 0.0014156694017483928 0.00075585640785091912 0.0020471307744693856 0.00225808764718237 0.0019536463404978424 0.0013428267979250542 0.0021722980372964576 0.0027451516264468141 0.0022539030155737851 0.0029766238131219008 0.0025932608664334341
leaf_weight=31 24 36 37 31 20 48 84 38 22 23 58 440 64 77 142 62 21 36 346 38 24 40 191 20 54 63 50 37 28 936
leaf_count=31 24 36 37 31 20 48 84 38 22 23 58 440 64 77 142 62 21 36 346 38 24 40 191 20 54 63 50 37 28 936
internal_value=0 0.0015272 0.00245328 0.00199152 0.00128637 0.00247768 0.00249244 0.00141789 0.00247464 0.00134392 0.00185363 0.00248348 0.00225755 0.000800972 0.00113924 0.00253686 0.00155904 0.00147986 0.00242815 0.00134236 0.00116026 0.00237976 0.00239874 0.00245141 0.00151892 0.00236083 0.00247173 0.00257984 0.00259196 0.0026044
internal_weight=0 691 2430 236 455 2335 2287 358 2203 322 95 2181 151 97 165 1440 157 136 408 98 62 741 701 510 85 127 490 1032 995 964
internal_count=3121 691 2430 236 455 2335 2287 358 2203 322 95 2181 151 97 165 1440 157 136 408 98 62 741 701 510 85 127 490 1032 995 964
is_linear=0
shrinkage=0.00174112


Tree=2181
num_leaves=31
num_cat=0
split_feature=1 12 1456 151 2 3 2 2 3 51 4 15 3 12 0 34 0 3 1420 402 1446 15 1453 1447 42 402 16 51 130 4
split_gain=5.25012 1.50318 0.764095 0.78926 0.700258 0.64247 0.883337 0.798641 0.852262 0.760126 0.585278 0.58102 0.549225 0.669497 0.522575 0.672597 0.471141 0.644601 0.539038 0.56145 0.78676 0.532826 0.922077 0.896534 0.665919 0.491171 0.482547 0.455817 0.451092 0.599132
threshold=0.11846000000000002 0.051320000000000005 -0.077604999999999993 0.095500000000000015 0.14019000000000004 0.11658 -0.0091949999999999983 0.093320000000000014 0.0022600000000000003 0.090560000000000015 0.053180000000000012 -0.089964999999999976 0.30112000000000005 -0.42850999999999995 -0.070154999999999981 -0.085489999999999997 -0.085669999999999982 -0.045649999999999989 -0.080064999999999983 0.08865000000000002 0.11402000000000001 -0.082809999999999981 -0.044999999999999991 -0.0063999999999999986 0.088295000000000012 0.113945 -0.021269999999999997 0.089355000000000004 -0.070634999999999989 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 14 8 -8 -7 16 -10 28 -14 -4 -16 -3 18 -18 20 21 -20 -23 24 -24 -21 -26 -25 -2 -30
right_child=12 10 3 -5 -6 9 7 -9 11 -11 -12 -13 13 -15 15 -17 17 -19 19 25 -22 22 23 27 26 -27 -28 -29 29 -31
leaf_value=0.0033524799257942076 0.00037850006281061032 0.0027463700886461214 0.0023769989518838694 0.00019271784173539131 0.00028400246135303075 0.00180502565265353 0.0039605894390216511 0.0020106225358563958 0.0013930249005053156 -0.00027865142326254967 0.0021045228539780486 0.0029470548526082767 0.001661565478200028 8.0182026195513761e-05 0.0019421651625332803 -0.00026131254025270508 0.0035540119052078177 0.00086227500110116074 0.0032423719042864452 0.0036728006047195803 0.00057818578038420305 0.00087771165419777515 0.0047217454645341484 0.002390031696721414 0.003779304444246772 0.0025557112741854135 0.0018698829930636055 0.0016435685724628028 0.002722040190161965 0.0013789761324139536
leaf_weight=31 30 649 22 22 20 53 43 219 31 20 285 56 34 64 20 27 37 21 59 53 20 34 22 816 21 85 23 74 32 198
leaf_count=31 30 649 22 22 20 53 43 219 31 20 285 56 34 64 20 27 37 21 59 53 20 34 22 816 21 85 23 74 32 198
internal_value=0 0.00238198 0.00196254 0.0018817 0.00195441 0.00202246 0.00216013 0.00234628 0.00291172 0.00123416 0.00248955 0.00239332 0.00120984 0.000628825 0.00121858 0.000676338 0.00254689 0.00244454 0.00247125 0.00243806 0.00236749 0.0024016 0.0023515 0.00240391 0.00342805 0.00298474 0.0027812 0.00232797 0.00142884 0.00156584
internal_weight=0 2763 564 533 511 491 418 349 130 73 2199 87 358 98 69 47 1914 1265 1244 1207 1069 1049 990 956 66 138 44 890 260 230
internal_count=3121 2763 564 533 511 491 418 349 130 73 2199 87 358 98 69 47 1914 1265 1244 1207 1069 1049 990 956 66 138 44 890 260 230
is_linear=0
shrinkage=0.00910708


Tree=2182
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 2 2 1 13 1 2 3 2 151 12 4 475 12 16 47 12 12 156 0 1 15
split_gain=124.359 20.12 12.5913 10.5338 6.83661 5.84585 4.23218 3.48881 3.57691 3.24371 3.17601 3.14412 2.48343 2.26839 3.61043 2.01114 1.53887 1.4427 1.43674 1.40337 1.3525 1.28376 1.27764 1.26579 1.18432 1.15729 1.47418 2.09887 1.43965 1.14477
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.11474000000000002 0.14122000000000004 0.092845000000000025 -0.47860499999999995 0.089625000000000024 0.090425000000000019 -0.053259999999999995 -0.0091949999999999983 -0.089309999999999987 0.087765000000000024 -0.50940999999999981 -0.066784999999999983 0.10124000000000001 -0.25582999999999995 0.090100000000000013 -0.26532499999999998 0.11734000000000001 1.0000000180025095e-35 -0.019414999999999998 0.095950000000000021 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 13 8 15 21 20 -5 24 18 16 22 -15 -3 19 -1 -7 -6 -4 -19 -9 26 27 28 -22 -21
right_child=1 2 7 11 9 10 -8 12 -10 -11 -12 -13 -14 14 -16 -17 -18 23 -20 29 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021130196136457447 0.0016116346359309394 0.0010690690706729156 0.00047531519873682292 0.0014455146977294783 0.0016278775062991682 0.0017292486182697057 0.0020374678178704934 0.00067718212936397561 0.00096729914277552439 0.00078451521984245962 0.0010366493400533088 0.00084541319291692142 -0.00012498045973032717 0.0011548664023132529 0.00091256221551235363 0.00033146493204201161 0.0016067934545943945 0.00068395751440867409 0.0016203927982554336 0.0020559723053032433 0.0015520530765938344 0.0012221017273831812 0.0010114606620562892 0.0011024154576436622 0.000200427717222973 0.0011948320667302429 0.0017921996737624995 0.001117022857700962 0.0011210985602791896 0.0016992570185236115
leaf_weight=23 76 39 23 37 43 60 76 26 51 26 41 58 34 21 23 92 272 171 658 24 227 38 23 21 28 36 39 40 22 773
leaf_count=23 76 39 23 37 43 60 76 26 51 26 41 58 34 21 23 92 272 171 658 24 227 38 23 21 28 36 39 40 22 773
internal_value=0 0.000830845 0.000734357 0.00160419 0.000942713 0.00162555 0.00166568 0.000480116 0.000603296 0.00127884 0.00146415 0.00107914 0.000215561 0.00164993 0.00152623 0.000468773 0.0015744 0.000787018 0.00167638 0.0017213 0.00150549 0.00143751 0.000743388 0.000729726 0.000429976 0.0014686 0.00149865 0.00145904 0.00151398 0.00171
internal_weight=0 691 615 2430 338 2335 1870 277 189 107 465 95 88 1794 316 138 293 231 1478 820 424 81 46 192 54 364 328 289 249 797
internal_count=3121 691 615 2430 338 2335 1870 277 189 107 465 95 88 1794 316 138 293 231 1478 820 424 81 46 192 54 364 328 289 249 797
is_linear=0
shrinkage=0.00160853


Tree=2183
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1375 3 149 49 10 3 0 34 15 11 47 1428 472 3 43 13 13 48 2 4 49 156 156 51 4 156
split_gain=4.88984 1.38849 1.20623 0.95524 0.961514 0.846481 0.837261 0.686871 0.630046 0.598798 0.589141 0.707099 0.581787 0.626095 0.547486 0.709234 0.494009 0.462854 0.808857 0.457609 0.506204 0.449117 0.763102 0.649693 0.55127 0.51641 1.0452 0.780296 0.92531 0.60151
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.0091949999999999983 -0.27302499999999996 0.20828500000000003 0.07770500000000001 0.14705000000000004 -0.079859999999999987 0.12745000000000004 -0.070154999999999981 -0.085489999999999997 -0.15914499999999995 0.096970000000000015 0.11114000000000002 0.08653000000000001 -1.0000000180025095e-35 -0.010424999999999999 -0.05647499999999999 0.05868000000000001 -0.087074999999999986 0.081275000000000014 0.10188000000000001 -0.51253999999999988 -0.090734999999999982 0.087205000000000019 0.085835000000000009 -0.15042499999999998 -0.016304999999999997 0.10788500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 10 -5 7 8 9 -2 -6 -4 -12 -1 14 15 21 -17 19 -19 20 -10 23 24 -14 -23 26 -25 -27 29 -29
right_child=6 -3 3 4 5 -7 -8 -9 17 -11 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.0034213942940130673 -9.8984522951894475e-05 0.00039009956343954283 0.0021937335404786352 0.00020300010896964771 0.0021899413970081312 0.0010813059100742537 0.002574632865870671 0.00098834025514931865 0.00091756654111647495 0.0033913108390185198 0.0017545650093015869 -0.00039875437797953816 0.003998541395383028 0.0010314622021864613 0.0015219333115693179 0.0024008199248387366 0.0042522124059488874 -0.00032063130423177474 0.0011521879909363465 0.00074855600571596757 0.0024148553739930445 0.0034487436346250211 0.00036244533745139384 0.0024056276373613994 0.0019132393517552841 0.003200069277816815 0.0042855139617298844 -0.00059398971246053985 0.0020847702132279771 0.001595789898738362
leaf_weight=40 39 33 22 22 601 60 28 36 27 35 20 31 20 29 61 20 27 39 125 40 54 22 22 1339 122 32 24 20 111 20
leaf_count=40 39 33 22 22 601 60 28 36 27 35 20 31 20 29 61 20 27 39 125 40 54 22 22 1339 122 32 24 20 111 20
internal_value=0 0.0022106 0.00223255 0.00194772 0.00204214 0.00209742 0.00109337 0.00218814 0.000965362 0.00225605 0.000972494 0.000445685 0.00235595 0.00233314 0.00235366 0.00238218 0.00346439 0.00111101 0.000801944 0.00152991 0.00191576 0.00235281 0.00191121 0.00239962 0.00214783 0.00237894 0.00243873 0.00193359 0.0016652 0.0005009
internal_weight=0 2769 2736 827 754 732 352 672 324 636 73 51 1909 1869 1840 1779 47 285 164 121 81 1732 166 1566 144 1546 1363 183 151 40
internal_count=3121 2769 2736 827 754 732 352 672 324 636 73 51 1909 1869 1840 1779 47 285 164 121 81 1732 166 1566 144 1546 1363 183 151 40
is_linear=0
shrinkage=0.00892851


Tree=2184
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 2 1 2 4 14 49 11 1 457 50 1 2 1 1 1 49 3 12 4 43 133 47
split_gain=234.322 36.4312 18.6348 17.6763 13.2073 11.2933 8.81012 8.60005 8.1438 6.80604 6.22071 5.71901 5.01666 4.2438 3.69927 3.06647 4.23265 2.972 2.56263 2.401 2.28423 2.23163 2.14289 1.77523 1.66535 1.91308 1.97302 1.83032 1.66472 1.6527
threshold=0.10508500000000001 -0.053259999999999995 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.40124500000000002 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.092845000000000025 0.089885000000000007 -0.17966999999999997 0.062655000000000016 -0.054984999999999992 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 0.041865000000000006 0.11654500000000001 0.094835000000000017 0.086920000000000011 0.12000500000000001 0.13075500000000004 0.088340000000000016 -0.11171999999999999 0.090285000000000018 -0.0086549999999999978 0.016310000000000002 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 13 7 6 10 21 -9 19 12 -10 20 -2 15 24 -17 -6 -13 -1 -4 -3 28 -21 27 -26 -27 -12 -5 -15
right_child=1 4 5 22 17 -7 -8 8 11 -11 14 18 -14 29 -16 16 -18 -19 -20 23 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0022994028802885988 0.0013769005220957528 0.00098492284256295327 0.0023107771522235549 0.00089148084889322454 0.00026600913932807544 0.0011673237474716046 0.0014638672436471595 0.0019542321110166401 0.001865677628193151 0.0012636866354454443 0.002111305123319281 0.0011431211686895248 0.0027257782101464218 0.0022651467157497641 0.002435166329573159 0.0020472332884082442 0.001193684385674705 0.0008650272229054881 0.00077450068971005189 0.0014293027808756345 0.0021707462612120783 0.00047514265193579095 0.00069118197329309274 0.0020023259790738178 0.002270946690518584 0.0021634963360147716 0.0019592804218491293 0.0015105523331921859 0.0014258856458292406 0.0019048162409285004
leaf_weight=28 25 30 927 22 83 25 37 29 20 66 27 113 60 58 81 41 21 26 75 24 398 65 25 28 184 296 183 22 38 64
leaf_count=28 25 30 927 22 83 25 37 29 20 66 27 113 60 58 81 41 21 26 75 24 398 65 25 28 184 296 183 22 38 64
internal_value=0 0.00113675 0.00216682 0.00163269 0.000875846 0.00220079 0.00221214 0.00102915 0.00118669 0.0016312 0.0022245 0.00107968 0.00228852 0.00195721 0.0021208 0.00208791 0.00175813 0.000408894 0.000996065 0.0019344 0.00226872 0.000636126 0.00107148 0.00173785 0.00211662 0.00213695 0.00208548 0.00184158 0.00122994 0.00207612
internal_weight=0 673 2448 232 441 2302 2277 332 237 146 2240 208 1385 147 855 774 62 109 188 80 1325 95 85 52 712 663 479 49 60 122
internal_count=3121 673 2448 232 441 2302 2277 332 237 146 2240 208 1385 147 855 774 62 109 188 80 1325 95 85 52 712 663 479 49 60 122
is_linear=0
shrinkage=0.00154607


Tree=2185
num_leaves=31
num_cat=0
split_feature=1 12 44 1456 151 157 160 130 1 4 3 2 4 4 132 1 156 0 47 40 401 3 48 1 12 43 0 52 15 0
split_gain=4.98802 1.33554 0.752299 0.798302 0.646913 0.726194 1.35423 0.620689 0.548595 0.505967 0.466365 0.755899 0.654399 0.575087 0.498251 1.16281 0.478302 0.488494 0.463062 0.593199 0.467522 0.455464 0.527413 0.485276 0.420139 0.595085 0.461951 0.428373 0.496916 0.414482
threshold=0.11846000000000002 0.051320000000000005 1.0000000180025095e-35 -0.077604999999999993 0.095500000000000015 -0.080299999999999996 -0.082869999999999985 -0.050984999999999996 0.16773500000000005 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 0.079970000000000013 0.081670000000000006 0.14401500000000003 0.034820000000000011 0.085505000000000012 -0.0087249999999999984 0.085900000000000018 -0.11171999999999999 0.10078500000000001 0.10060500000000001 0.09857500000000001 0.07827000000000002 -0.055064999999999996 1.0000000180025095e-35 -0.053579999999999996 -0.089269999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 18 10 11 -3 13 -12 15 -13 17 -17 20 -20 -2 -9 23 -23 25 27 -26 28 -11 -29
right_child=8 9 -4 4 -6 7 -8 21 -10 24 12 14 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0029106195162022187 0.00088969074826675222 0.0035555744156096471 0.0027355461455149618 0.0018703415783936834 0.00011633410274763072 0.0026522917977132459 -0.00054487023770150977 0.00066095507434782636 -0.0002457909810963248 0.0016319062273772752 0.00184546613387445 0.00058637522110850941 0.0019674789684632783 0.00026831890061572336 0.0031704926924358556 0.0019049308738112 0.0015891892781628154 0.0033008679945699931 0.0004639953453845102 0.0017711670684184128 -0.00032839666343050504 0.0018899125171359023 0.00065324368284445402 0.0013061653721736289 0.00082007918518683639 0.0028792719912527124 0.0020203462134351408 0.0017191562943249343 0.00034084285741974854 0.0029373950861788897
leaf_weight=21 215 26 28 26 22 28 28 36 23 70 29 28 1691 25 23 24 31 37 28 72 20 200 34 141 60 27 27 55 23 23
leaf_count=21 215 26 28 26 22 28 28 36 23 70 29 28 1691 25 23 24 31 37 28 72 20 200 34 141 60 27 27 55 23 23
internal_value=0 0.00184867 0.00151786 0.00145425 0.00139486 0.00145191 0.00061801 0.00155449 0.000892677 0.00193352 0.00197813 0.00236036 0.00194111 0.00111531 0.00214304 0.00194612 0.00235995 0.00275165 0.00097084 0.00140516 0.000786024 0.0014797 0.0015583 0.00164854 0.00163397 0.00182791 0.00119258 0.00166191 0.00131261 0.00207838
internal_weight=0 2763 564 536 515 493 54 439 358 2199 1914 169 1745 54 143 120 92 61 335 100 235 411 375 341 285 198 87 171 93 78
internal_count=3121 2763 564 536 515 493 54 439 358 2199 1914 169 1745 54 143 120 92 61 335 100 235 411 375 341 285 198 87 171 93 78
is_linear=0
shrinkage=0.0076204


Tree=2186
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 4 2 14 1 47 2 1 16 159 150 49 2 1 0 2 49 2 51 52 47 159 1 16 12 52
split_gain=143.792 24.5185 12.3672 9.77364 9.28274 8.52308 6.31822 5.10401 4.81096 4.76671 3.67393 2.85678 2.34868 2.31218 2.20922 2.20877 1.91948 1.68113 1.63379 1.60029 1.48681 1.42624 1.36868 1.36758 1.31531 1.28218 1.64993 1.85847 1.52499 1.26668
threshold=0.104035 -0.059315 -0.029094999999999999 0.11690500000000002 0.27834500000000006 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.085505000000000012 0.089885000000000007 0.16540500000000002 -0.061854999999999993 0.082585000000000006 1.0000000180025095e-35 -0.054984999999999992 0.094835000000000017 0.090540000000000023 -0.22491999999999998 0.11474000000000002 0.088340000000000016 0.13712500000000002 0.11144500000000002 -0.56176499999999996 0.090280000000000013 0.082585000000000006 0.083345000000000016 0.052820000000000013 0.096830000000000013 0.12418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 13 15 6 7 10 16 11 17 21 -11 14 19 -2 -1 22 -12 -3 -18 29 -4 -20 -17 26 28 -28 -25 -5
right_child=1 3 5 9 -6 -7 -8 -9 -10 12 18 -13 -14 -15 -16 24 20 -19 23 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0021259243835132311 0.0013615906385301575 0.0016726908529993618 0.0021028604221731881 0.00072409315578461783 0.0011445642441021658 0.00096397097523540001 0.0013593989093485907 0.0024138204858038595 0.0011946946156074459 0.00087352549608469936 0.0015406135855561185 4.5705218180771651e-05 0.0014668830021486497 0.00088301510252937541 0.0011066055441357832 0.0020560924649263698 0.0013097633751125164 0.0019433535429906903 0.0022219518575319172 0.0011465790433617571 0.0018553614611057235 0.00052827527922583845 0.0017486531879029245 0.0019854074123299374 0.0017286882418623174 0.0020849488372085313 0.0012360596324716216 0.0019294947269340836 0.0018191848346181872 0.0011735107160819409
leaf_weight=28 24 52 1057 86 85 20 37 86 64 45 27 20 28 38 61 64 24 235 43 21 28 84 29 364 63 113 20 20 235 20
leaf_count=28 24 52 1057 86 85 20 37 86 64 45 27 20 28 38 61 64 24 235 43 21 28 84 29 364 63 113 20 20 235 20
internal_value=0 0.00114905 0.00198062 0.000930832 0.00156976 0.00200942 0.00201865 0.00202959 0.00152341 0.000747042 0.00201417 0.000623959 0.00110111 0.00123323 0.00133254 0.00180911 0.00178638 0.00206671 0.00192974 0.00152134 0.00160355 0.000684828 0.0020934 0.00194296 0.00189368 0.001927 0.00189907 0.00158278 0.00192019 0.000808889
internal_weight=0 691 2430 455 236 2286 2266 2229 144 283 2143 210 73 172 134 151 80 1321 822 73 52 190 1086 795 127 752 639 40 599 106
internal_count=3121 691 2430 455 236 2286 2266 2229 144 283 2143 210 73 172 134 151 80 1321 822 73 52 190 1086 795 127 752 639 40 599 106
is_linear=0
shrinkage=0.00160853


Tree=2187
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 4 2 42 11 1 2 1 457 1 12 159 3 1 4 39 150 0 4 3 159 50 12 160
split_gain=218.357 26.4699 24.0259 14.9365 13.3091 10.7704 10.4627 6.53202 5.73612 5.15997 4.89283 4.19294 3.95085 3.94539 3.83875 5.75194 3.40609 3.26628 3.03224 2.67796 2.37639 2.07283 2.01997 1.98547 1.67126 1.93452 1.82239 1.59329 2.92827 1.59288
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.091265000000000013 0.27287000000000006 0.14122000000000004 -0.0060199999999999993 1.0000000180025095e-35 0.087135000000000004 0.11704500000000001 0.12000500000000001 0.080930000000000016 0.084525000000000003 0.08401500000000002 0.084250000000000005 -0.14186499999999996 0.16175000000000003 -0.0057249999999999992 0.08456000000000001 1.0000000180025095e-35 -0.23194499999999998 0.033845000000000007 -0.097604999999999983 0.094385000000000011 0.041865000000000006 0.08598500000000002 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 12 7 10 17 14 -4 11 23 -2 -9 18 -16 20 22 -8 -7 -13 -11 -3 -1 25 -20 -27 28 -12 -15
right_child=1 5 9 -5 -6 19 8 13 -10 21 27 16 -14 29 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0032173199164655312 0.0023695188234354961 0.0017993092721429922 0.0024550681671504557 0.0015162878334300011 0.0012568691607555435 0.00069367456947032888 0.0027296863516462215 0.0013512729036832237 0.0017434136088807174 0.00099113104368433449 0.0033203523579419837 0.0016356854418125826 0.0015010654377567161 0.0011076613091335508 0.0025411442296471311 0.001270958508938466 0.0025353307071743227 0.0010121890635549826 0.0020923983091951197 -1.2144749881788645e-05 0.0023429173102593346 0.0016404630121419151 0.0013054733728331597 0.0026655875865846724 0.0022686639935826994 0.0024725267846885269 0.0029762656544098588 0.003470972663683482 0.0024002419683305885 0.00058341235850012125
leaf_weight=21 95 72 22 45 75 88 108 48 41 20 24 23 20 25 23 22 360 37 40 21 43 69 41 1008 191 403 24 24 20 68
leaf_count=21 95 72 22 45 75 88 108 48 41 20 24 23 20 25 23 22 360 37 40 21 43 69 41 1008 191 403 24 24 20 68
internal_value=0 0.0012931 0.00249284 0.0025299 0.0018389 0.00103385 0.0025491 0.0012122 0.00239151 0.00168492 0.00263727 0.00261551 0.00221848 0.000937764 0.00242427 0.00192016 0.00246734 0.00147017 0.00245388 0.000557691 0.00209646 0.00149455 0.00162013 0.00267685 0.00240862 0.00246586 0.00250084 0.00310289 0.00290212 0.000724339
internal_weight=0 590 2531 2420 190 400 2375 291 852 111 1523 1455 115 141 811 45 426 150 766 109 66 89 113 1029 658 467 427 68 44 93
internal_count=3121 590 2531 2420 190 400 2375 291 852 111 1523 1455 115 141 811 45 426 150 766 109 66 89 113 1029 658 467 427 68 44 93
is_linear=0
shrinkage=0.00177594


Tree=2188
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 2 42 4 49 50 4 1 43 1 39 2 39 4 40 43 2 52 15 2 12
split_gain=124.768 21.0256 10.2255 9.65502 7.95304 7.07556 5.17397 4.90021 4.47939 4.20622 3.56414 3.07551 2.62001 2.2498 1.83221 1.80467 2.54438 1.9333 1.71795 1.61163 1.52901 1.46126 1.69186 1.43189 1.3508 1.33888 1.29221 1.28535 1.26789 1.20336
threshold=0.104035 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.27834500000000006 0.10613000000000002 0.089885000000000007 -0.0060199999999999993 -0.15464999999999998 -0.054984999999999992 0.041865000000000006 -0.014149999999999998 0.083345000000000016 0.064745000000000011 0.090540000000000023 0.08456000000000001 0.11411 0.095830000000000012 0.42642000000000008 -0.077474999999999988 0.12266000000000001 -0.0091949999999999983 0.40674500000000008 -0.41942499999999994 0.31358000000000003 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 23 8 10 -8 18 -4 -11 -2 28 17 29 -12 26 -13 -5 22 -14 -3 -19 -21 -1 -22 -6 -17
right_child=1 4 11 20 14 -7 9 -9 -10 12 15 19 21 -15 -16 16 -18 24 -20 25 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017817691580859531 0.0011524229313356995 0.00079505080944281404 0.0016869427020576788 0.0011860897849921364 0.00045408155924904112 0.0011434711041102363 0.0013630746133373355 0.0020540223666018569 0.0010413940565259783 0.0014075284965251939 0.0017330688878421485 0.00071314955494019205 0.00083190262272150113 0.0016224982725994875 0.00078579835179825805 0.0016980456398597232 0.001192565181810571 0.0012233266757193358 0.0016377365606006636 0.00090107267425777195 0.00099289188496937001 0.0005695672026347474 0.0012278488342307289 0.00043911603769967289 0.0016291903980983975 0.0013787818955930654 0.0014646996033458781 0.00054211060886578694 5.1764724549486165e-05 0.0015253844137307767
leaf_weight=1064 26 47 22 32 60 48 56 84 22 20 379 20 109 128 26 142 37 28 241 20 29 32 29 49 46 33 28 25 23 216
leaf_count=1064 26 47 22 32 60 48 56 84 22 20 379 20 109 128 26 142 37 28 241 20 29 32 29 49 46 33 28 25 23 216
internal_value=0 0.000976394 0.00167798 0.00132477 0.000791007 0.00169705 0.000900228 0.00170866 0.0016955 0.00101217 0.00170209 0.00120944 0.000908746 0.00154313 0.000448314 0.00162825 0.00155628 0.00169101 0.00174907 0.00106554 0.000933738 0.000850066 0.000915109 0.000613376 0.00147562 0.00119851 0.00177364 0.000784197 0.000342596 0.00159387
internal_weight=0 691 2430 240 451 2335 342 2287 2203 246 2181 95 190 154 109 848 395 453 1333 73 86 170 138 96 74 53 1092 54 83 358
internal_count=3121 691 2430 240 451 2335 342 2287 2203 246 2181 95 190 154 109 848 395 453 1333 73 86 170 138 96 74 53 1092 54 83 358
is_linear=0
shrinkage=0.00145689


Tree=2189
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 4 0 3 1 4 0 3 159 1 49 150 156 48 2 16 0 160 4 484 49 3 2
split_gain=128.499 21.4316 9.57209 9.10389 8.4643 6.43036 4.91275 4.38758 4.014 3.93698 3.18944 3.01567 2.6344 2.61973 2.46931 2.3644 2.2347 2.21011 2.06503 1.86404 1.86855 1.80476 1.73381 1.64387 1.38755 1.3428 1.58177 1.23771 1.2027 1.10461
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.40945500000000007 -0.11173999999999999 0.30112000000000005 0.092845000000000025 0.27834500000000006 -0.07929499999999999 -0.012304999999999998 0.082585000000000006 0.15471500000000002 -0.054984999999999992 1.0000000180025095e-35 -0.0011799999999999998 0.093265000000000015 0.11474000000000002 -0.12029499999999999 -0.15599999999999997 -0.077459999999999987 -0.49405499999999997 0.084750000000000006 -0.054984999999999992 -0.010424999999999999 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 15 6 7 9 10 23 14 -4 22 -11 -6 18 24 -2 21 -15 25 -3 -9 -1 -10 -21 -27 -20 -26 -5
right_child=1 4 11 29 8 -7 -8 12 16 13 -12 -13 -14 19 -16 -17 -18 -19 27 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0015108432708974418 0.0010782062516518417 0.0014099430508363626 0.0015308550305552977 0.0011091437404362129 0.00054978927185397983 0.0011184970369477615 0.0020760254498163743 0.0016991313414545046 0.00072936784137058515 0.001777206944385764 0.00038434982392503012 0.00095466384092849298 0.00099922806025900266 0.0019564609530395055 0.0011287396398053685 0.00062775017007940634 -4.2570641114546782e-06 0.0016000208069465193 0.0010340168017301814 0.0018330969918871486 0.0012787198933391819 0.00086218611968779497 0.0014688446705823273 0.00097256410499680225 0.00066725049112530675 0.0016414334496831701 0.0012781272313275003 0.00057052089436908794 0.00025890005711480351 0.00073566651713248001
leaf_weight=43 24 52 37 31 28 48 84 137 35 1148 40 58 22 46 53 38 32 127 38 84 36 21 200 21 24 434 32 23 71 54
leaf_count=43 24 52 37 31 28 48 84 137 35 1148 40 58 22 46 53 38 32 127 38 84 36 21 200 21 24 434 32 23 71 54
internal_value=0 0.000899074 0.00166977 0.0012847 0.000699057 0.00168973 0.00170172 0.00168745 0.000531374 0.0017185 0.000748688 0.00117908 0.00152795 0.00173232 0.000928609 0.000974954 0.000369059 0.00151708 0.00107341 0.00165078 0.00162679 0.00125237 0.00156246 0.00133422 0.000460952 0.00164957 0.00161649 0.000859256 0.000362062 0.000871876
internal_weight=0 691 2430 236 455 2335 2287 2203 283 1844 121 95 359 1780 81 172 162 151 134 632 586 73 337 64 130 550 466 61 95 85
internal_count=3121 691 2430 236 455 2335 2287 2203 283 1844 121 95 359 1780 81 172 162 151 134 632 586 73 337 64 130 550 466 61 95 85
is_linear=0
shrinkage=0.00157699


Tree=2190
num_leaves=31
num_cat=0
split_feature=1 12 1 4 15 0 47 12 15 2 3 151 4 159 16 3 4 48 48 47 43 13 376 3 3 15 4 15 11 43
split_gain=7.11834 1.90482 0.93385 0.731126 0.732252 0.690914 0.649168 0.635314 0.608184 0.593247 0.565463 0.568202 0.465395 0.718065 0.632931 0.516599 0.502792 0.460467 0.445396 0.874783 0.476218 0.577829 0.890888 0.465747 0.420509 0.410638 0.405524 0.660001 0.401321 1.05756
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.40945500000000007 -0.41396999999999995 -0.094299999999999981 0.077555000000000013 0.099815000000000015 0.035560000000000008 0.14530500000000005 -0.11171999999999999 0.095500000000000015 0.057560000000000007 0.014475000000000003 -0.073849999999999985 -0.11255999999999998 -0.07168999999999999 0.016865000000000002 0.11270000000000001 0.096770000000000009 -0.04890499999999999 -0.0093149999999999986 0.049360000000000008 0.31299000000000005 -0.13309499999999996 -0.064294999999999977 -0.064054999999999987 -0.033689999999999991 1.0000000180025095e-35 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 24 -6 26 28 10 17 -4 18 13 14 -9 -16 -17 25 19 20 21 22 -12 -22 -5 -2 -1 -28 -3 -30
right_child=3 7 8 4 5 -7 -8 12 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0025585359274096029 0.0029006871618352551 0.0023668287942262239 0.0004218943529283116 0.0020418013803827719 0.00081209145850881092 -0.00095030262133373217 0.003358802809468701 0.0025731868597331088 0.0025783671361054778 0.00069246305512568791 0.0006540913068661927 0.00029088789567707952 0.0014799175261316882 0.0032852701557734808 0.0027839651242463326 0.00052223674170877657 0.0017801808029916711 0.0011176207924458296 0.00053466805815536656 0.0033553551358571298 0.0021260083215654244 0.00045864966418381113 0.0025768225258870465 0.00084370765894780752 0.00084707444785605288 0.0016785052511776818 0.0021921632767370751 0.00081772154951683578 0.0025036459814454168 0.0042809524820043082
leaf_weight=66 27 1671 29 22 29 27 29 92 35 48 28 20 74 33 26 24 119 47 20 20 117 39 33 21 117 48 70 32 133 25
leaf_count=66 27 1671 29 22 29 27 29 92 35 48 28 20 74 33 26 24 119 47 20 20 117 39 33 21 117 48 70 32 133 25
internal_value=0 0.00223733 0.00182412 0.0010591 0.000727794 -3.76343e-05 0.00226339 0.00234247 0.00158507 0.00143914 0.00147875 0.0015816 0.0020419 0.00218335 0.00204403 0.00175597 0.00156906 0.00173291 0.00167445 0.00176281 0.00162898 0.00121237 0.00169426 0.00193088 0.00103617 0.00211849 0.0020743 0.00176097 0.00240294 0.00278487
internal_weight=0 2756 559 365 195 56 197 2197 362 170 327 298 368 294 261 169 143 122 278 258 238 100 61 138 139 75 168 102 1829 158
internal_count=3121 2756 559 365 195 56 197 2197 362 170 327 298 368 294 261 169 143 122 278 258 238 100 61 138 139 75 168 102 1829 158
is_linear=0
shrinkage=0.00792826


Tree=2191
num_leaves=31
num_cat=0
split_feature=1 12 15 2 394 2 4 123 124 3 12 4 34 2 16 43 3 3 16 150 4 0 0 2 4 4 0 1 3 42
split_gain=5.76586 1.5429 0.778015 0.744765 0.937416 0.893637 0.949555 0.856027 0.671966 0.594249 0.821765 0.585034 0.509868 0.814298 0.498095 0.711828 0.727929 0.600748 0.571439 0.481086 0.480768 0.584992 0.702947 0.507221 0.475169 0.469495 0.451893 0.878882 0.631287 0.609018
threshold=0.11829500000000003 0.051320000000000005 0.035560000000000008 0.099185000000000009 -0.079949999999999979 0.079055000000000014 -0.011209999999999999 0.083855000000000013 -0.082899999999999988 0.31370500000000007 -0.42850999999999995 0.033845000000000007 -0.021334999999999996 0.116525 -0.12029499999999999 0.035560000000000008 -0.14186499999999996 -0.076234999999999983 0.41553500000000004 0.087000000000000008 0.42642000000000008 -0.14454499999999995 -0.23091999999999999 0.10774000000000002 -0.0065699999999999986 -0.04890499999999999 -0.092404999999999973 0.089175000000000018 -0.045649999999999989 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 12 -11 26 -2 -14 15 16 -13 -17 -16 -7 21 22 -6 -23 -24 -15 27 -3 29 -28
right_child=9 11 -4 4 20 19 8 -9 -10 10 -12 14 13 25 18 17 -18 -19 -20 -21 -22 23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.000809226347695071 0.00035711053254410772 0.002811631604812874 0.0026124517636085818 -0.00042336807558231697 0.0015177672241196284 0.0025484537984885448 0.00081919258395205669 0.0015752298258063851 0.0027246291855247276 0.0014214652902878979 -0.00020423331837747375 0.00066726948385158495 0.0019897700357221449 0.0021134131669078857 0.0010075007790806738 0.0041141077213199852 0.0021656221046631834 0.0022125846560095016 0.0020641724171642306 0.0013665033049596838 0.002431225830364616 0.0024337752067207252 0.00099053944770365141 0.0012888044852207108 -0.00073096475300740975 0.00078273774046454161 0.0023626586377369042 0.0010640509180599072 0.00078343659303157045 0.0020441552082549794
leaf_weight=21 43 178 58 20 45 122 20 20 34 34 56 28 83 21 75 20 104 26 65 29 29 40 20 77 24 128 929 22 21 729
leaf_count=21 43 178 58 20 45 122 20 20 34 34 56 28 83 21 75 20 104 26 65 29 29 40 20 77 24 128 929 22 21 729
internal_value=0 0.00209495 0.00170803 0.00160333 0.00129096 0.00192712 0.00130034 0.000353923 0.00201891 0.000991703 0.000409919 0.00219339 0.0011821 0.00133501 0.0018662 0.00215572 0.00184779 0.00303933 0.0014981 0.00232146 0.00143686 0.00129687 0.000792889 0.00168025 5.15372e-05 0.000970283 0.00224877 0.0026194 0.00220462 0.00222262
internal_weight=0 2756 559 501 255 246 95 41 54 365 90 2197 275 232 318 178 132 46 140 151 235 206 89 117 44 149 1879 200 1679 1658
internal_count=3121 2756 559 501 255 246 95 41 54 365 90 2197 275 232 318 178 132 46 140 151 235 206 89 117 44 149 1879 200 1679 1658
is_linear=0
shrinkage=0.00824856


Tree=2192
num_leaves=31
num_cat=0
split_feature=4 2 1 150 149 15 3 3 13 150 2 3 148 150 12 158 39 43 13 0 484 43 47 157 3 51 160 160 475 51
split_gain=4.75654 1.31248 1.13925 1.02378 0.710432 0.695644 0.667659 1.31353 0.658057 0.635421 0.612099 0.591433 0.537102 0.690429 0.527284 0.491466 0.544434 0.728198 0.487223 0.476321 0.463029 0.571085 0.594952 0.434984 0.472784 0.53346 0.560026 0.574851 0.596967 0.557495
threshold=0.27287000000000006 0.17025000000000004 0.089625000000000024 1.0000000180025095e-35 0.07770500000000001 -0.094329999999999983 -0.081924999999999984 -0.080409999999999995 0.0049450000000000006 -0.045534999999999992 0.25063000000000007 -0.11255999999999998 -0.062044999999999996 0.085210000000000022 0.087830000000000005 0.089460000000000012 0.10076500000000001 -0.11720999999999999 -0.091054999999999983 -0.070154999999999981 -1.0000000180025095e-35 -0.08231999999999999 0.11596500000000001 -0.092234999999999998 0.092670000000000016 0.095050000000000009 -0.015149999999999999 -0.076689999999999994 -0.085734999999999992 -0.025069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 10 -5 8 -8 19 -9 -2 -10 -7 -14 15 16 17 -1 -15 -4 -11 -22 -23 -19 25 26 27 28 -25 -28
right_child=4 -3 3 5 -6 12 7 9 11 20 -12 -13 13 18 -16 -17 -18 23 -20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0029409899722541368 0.00085399424435078934 0.00024896369892667743 0.0032119361124531951 -0.00025176962827747518 0.0021267195642116874 9.423105291812496e-05 -0.0003951005166298433 0.00076012798861411048 0.0021524346407617049 0.0024625762286397254 -0.00057111072714867049 0.00078962491269737943 0.0003385553764716254 0.0008474995792934082 0.001876121769580753 0.0027081541682743965 0.00091062816569616504 0.0030420215164703684 0.0021374471776119614 0.0019291330189725325 0.0005729012605989953 0.0019882483926552444 0.00096707431181197268 0.0027870592294426135 0.0010620874450298151 0.0032665828018571489 0.0032301384258476827 0.00073866886899366581 0.0016304036708602843 0.0021017953492376198
leaf_weight=68 302 33 54 23 28 22 21 42 78 65 22 30 28 27 974 96 26 29 76 31 28 223 47 38 34 24 32 37 151 432
leaf_count=68 302 33 54 23 28 22 21 42 78 65 22 30 28 27 974 96 26 29 76 31 28 223 47 38 34 24 32 37 151 432
internal_value=0 0.00188414 0.00190386 0.00164086 0.000866165 0.00108574 0.0017987 0.00161636 0.00220117 0.00172066 0.000757228 0.00177388 0.0012868 0.00148708 0.00201159 0.00214803 0.00208629 0.00212247 0.00179931 0.00274409 0.00183179 0.00169421 0.00181049 0.00205083 0.0020124 0.00205766 0.00201561 0.00167889 0.00186296 0.00217961
internal_weight=0 2769 2736 795 352 176 619 426 193 405 324 108 153 131 1941 967 871 845 103 85 363 298 270 777 748 714 690 226 189 464
internal_count=3121 2769 2736 795 352 176 619 426 193 405 324 108 153 131 1941 967 871 845 103 85 363 298 270 777 748 714 690 226 189 464
is_linear=0
shrinkage=0.00824856


Tree=2193
num_leaves=31
num_cat=0
split_feature=1 2 0 2 14 13 106 10 2 10 12 2 1424 44 11 43 48 3 47 12 4 48 1446 3 151 1212 16 1446 3 401
split_gain=3.86071 1.07826 0.725357 0.674339 0.542854 0.520121 0.518119 0.504338 0.729569 0.690133 0.517332 0.860869 0.482367 0.484208 0.745452 0.480843 0.72783 0.607016 0.469609 0.412491 0.412452 0.805742 0.658364 0.605286 0.749584 0.558744 0.98533 0.491603 1.23727 0.471384
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.15609500000000001 0.076175000000000007 -0.11122999999999998 0.086340000000000014 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.42850999999999995 0.31358000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.08776500000000001 -0.04890499999999999 0.085485000000000019 0.11658 0.11043500000000002 0.095780000000000018 -0.082249999999999976 0.092065000000000022 0.037915000000000011 0.090900000000000009 -0.0083949999999999979 0.087685000000000013 -0.076354999999999992 0.083715000000000026 -0.086274999999999977 0.084055000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 5 6 -4 12 8 9 -2 -10 -12 13 14 20 16 -3 -17 -11 -7 21 25 23 29 -25 27 -27 -1 -29 -22
right_child=7 2 3 -5 -6 19 -8 -9 10 18 11 -13 -14 -15 -16 17 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0017952766603847245 0.00048750334483573009 -0.00084690216991818322 0.00054866732266116154 6.7074632291962415e-05 0.00211199881092475 0.0017359267874202259 0.00050222861152727171 -8.6705917151702597e-06 0.0016447029492652403 0.0023111461622101663 0.00061505877693134752 -0.00084049708024829461 0.0026520244938545018 0.0026430870964036447 0.00014079683830355203 0.0017409495079308932 0.00088913127344575934 0.00062286823304440371 0.0010991449429255205 0.0012753871512591315 0.0013984899273728924 0.0003324505758539899 0.0019322680363417404 0.0014889826276445802 -0.00043183261184604252 0.001677552974842487 -5.8865596282987599e-05 0.0038149519421397959 0.0014573488283823554 0.0018162896992387713
leaf_weight=350 36 20 33 20 86 185 25 47 20 34 165 24 20 20 20 42 33 62 32 219 1121 21 145 22 20 72 22 22 24 159
leaf_count=350 36 20 33 20 86 185 25 47 20 34 165 24 20 20 20 42 33 62 32 219 1121 21 145 22 20 72 22 22 24 159
internal_value=0 0.00147719 0.0012118 0.00135646 0.00155301 0.00141547 0.00152971 0.00068464 0.000789417 0.00128727 0.000546444 0.000430226 0.00154231 0.00153132 0.00152019 0.000790707 0.000234024 0.0010744 0.00172351 0.00148628 0.00153414 0.00170983 0.00147294 0.00142256 0.000574309 0.00176886 0.00127116 0.001887 0.0025849 0.00145039
internal_weight=0 2763 614 457 2149 437 2063 358 311 102 209 189 2038 2018 1998 157 53 104 66 404 1978 511 1467 1322 42 490 94 396 46 1280
internal_count=3121 2763 614 457 2149 437 2063 358 311 102 209 189 2038 2018 1998 157 53 104 66 404 1978 511 1467 1322 42 490 94 396 46 1280
is_linear=0
shrinkage=0.00718087


Tree=2194
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 15 4 159 0 12 1 4 0 2 2 14 4 15 2 1 1 148 2 0 43 1 47 16
split_gain=201.424 24.8427 21.9573 16.5998 11.8583 8.15639 7.34319 5.5761 4.95125 4.76456 4.73565 3.696 3.56274 3.3892 4.98882 4.14028 3.37441 3.02544 2.77306 4.91743 2.42789 2.17451 2.06356 2.02185 1.92692 1.86968 1.7459 1.72095 1.57743 1.55131
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.090285000000000018 0.12958500000000003 0.024640000000000006 0.033845000000000007 0.082585000000000006 -0.23194499999999998 0.13597000000000004 0.16540500000000002 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 0.11704500000000001 0.076175000000000007 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.11690500000000002 0.089770000000000016 -0.043434999999999994 0.090425000000000019 -0.11242999999999999 -0.013199999999999998 0.096475000000000019 0.10954500000000002 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 17 23 13 11 21 -1 25 -8 -6 15 27 -2 22 20 -20 -12 -5 -4 -3 -24 -7 -23 -15 -28 -27
right_child=1 6 5 9 7 8 12 -9 -10 -11 18 -13 -14 14 -16 -17 -18 -19 19 -21 -22 26 24 -25 -26 29 28 -29 -30 -31
leaf_value=0.0029169775201354962 0.0021695709707198916 0.00080134895562989511 0.0024404497818408906 0.0016990797377645101 0.002231603879062018 0.0027725290994036786 0.00082037403714700142 0.0024800137503773424 0.0020071697176944989 0.00093300885731371019 0.0025591719205657524 0.0017552923409761985 0.00013582360751900212 0.0022032329444863323 0.00099934420943962026 0.0014817686871233782 0.0014714913318836457 0.002827254913774425 0.0021898226750588288 0.0014108839054933139 0.0019269769543404337 0.00098187182901062669 0.002336362796749068 0.0013163915529533267 0.0017889382183080211 0.0023937160346400653 0.001133426918692989 0.0016674102560222343 0.0016939743991445954 0.0022489607024211546
leaf_weight=22 96 22 1022 56 21 21 135 21 171 57 53 29 21 38 30 92 20 46 76 26 20 27 51 106 22 288 20 23 30 459
leaf_count=22 96 22 1022 56 21 21 135 21 171 57 53 29 21 38 30 92 20 46 76 26 20 27 51 106 22 288 20 23 30 459
internal_value=0 0.00128272 0.00228586 0.00158836 0.00196393 0.00235027 0.000953415 0.00172142 0.00224588 0.00130699 0.00224091 0.0022971 0.000728223 0.00164333 0.00157583 0.00168886 0.00204921 0.00243883 0.00215592 0.00199127 0.00238597 0.00146727 0.00242251 0.00122787 0.00217139 0.00231756 0.00129868 0.0020012 0.00146976 0.00230477
internal_weight=0 590 2531 306 422 2109 284 225 968 190 197 797 156 204 183 153 116 1141 175 102 73 133 1095 128 73 768 77 61 50 747
internal_count=3121 590 2531 306 422 2109 284 225 968 190 197 797 156 204 183 153 116 1141 175 102 73 133 1095 128 73 768 77 61 50 747
is_linear=0
shrinkage=0.00154607


Tree=2195
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 44 48 149 4 147 483 51 1446 49 1 151 10 1 16 159 0 4 2 52 133 15 13 13 393 13
split_gain=3.92377 1.10708 1.01512 0.751399 0.654453 0.633104 0.835297 0.629739 0.623827 0.619403 0.563046 0.648401 0.597534 0.54192 0.74794 0.651719 0.56984 0.604354 0.52247 0.48871 0.479153 0.454861 0.443859 0.443104 1.31268 0.568444 0.448535 1.05886 0.426381 0.481092
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.081805000000000017 0.14871000000000004 0.07770500000000001 -0.082769999999999982 0.090830000000000008 0.093265000000000015 -0.20636999999999997 0.091180000000000011 -0.046019999999999998 0.12165500000000001 -0.081864999999999979 -0.15926999999999997 0.15471500000000002 -0.27167499999999994 -0.085489999999999997 -0.010949999999999998 -0.082349999999999993 -0.045829999999999989 -0.0080349999999999987 0.061605000000000007 0.090455000000000021 0.05868000000000001 0.15641500000000003 0.10585500000000002 -0.066634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 13 10 20 11 -4 19 15 -15 -2 -16 18 22 -13 21 -10 -18 24 25 -21 -25 -28 29 -23
right_child=7 -3 4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 16 -17 17 -19 -20 23 -22 28 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00053006863572867822 0.00077006964603295246 0.00066350492619315937 0.0031473051243557089 0.0013671523802702835 0.00053910406158372401 0.0026119770087962976 6.9855665237399185e-05 0.0018189809538124286 0.00059323034568169967 0.00043867833818547676 0.003095900057828704 0.0027614363109645253 0.00045749411731148021 0.0012052518971991612 0.0014981164899266349 -0.0011753257281577351 0.00086193895723868689 -0.0008736521634038248 0.0011740100718767546 0.0019007712218692787 0.00048737251284226423 0.0016990815096575649 -0.00033641013210433202 0.0020369185180500911 -0.00017956466581022125 0.00072561617491154011 0.0002635901491979498 0.0020885889879350946 0.0025092984790579431 0.0014464247689107645
leaf_weight=22 20 75 20 27 32 38 20 28 26 28 20 29 20 119 24 20 28 24 39 136 23 1045 50 293 25 29 30 48 30 753
leaf_count=22 20 75 20 27 32 38 20 28 26 28 20 29 20 119 24 20 28 24 39 136 23 1045 50 293 25 29 30 48 30 753
internal_value=0 0.00157672 0.00160215 0.000515339 0.00162228 0.00163554 0.00162113 0.000722553 0.00163328 0.00156372 0.00183713 0.00179716 0.0017529 0.0006278 0.000744762 -0.000202628 0.00041265 0.00022789 0.000453848 0.00179681 0.00158051 0.00159407 9.37665e-05 0.00174694 0.00144768 0.00169423 0.00190021 0.00138667 0.0016083 0.00159327
internal_weight=0 2769 2694 49 2645 2613 2575 352 2555 1905 650 630 610 324 284 40 165 141 117 590 1877 1854 78 561 190 165 371 78 1828 1798
internal_count=3121 2769 2694 49 2645 2613 2575 352 2555 1905 650 630 610 324 284 40 165 141 117 590 1877 1854 78 561 190 165 371 78 1828 1798
is_linear=0
shrinkage=0.0076204


Tree=2196
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 2 14 4 1 13 0 16 15 47 1 14 4 51 52 2 3 159 48 15 0 16
split_gain=184.117 22.9717 19.6142 11.2682 10.8605 9.35019 7.06576 6.17714 5.48277 4.75199 3.92173 3.73394 3.22035 2.62113 2.52544 3.17486 2.46787 2.42077 2.28608 2.19712 1.94318 1.9034 1.78244 3.7962 3.43512 1.72412 1.80681 1.71094 1.69118 1.61068
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.091475000000000015 -0.16363499999999997 0.27287000000000006 0.11389000000000002 0.076175000000000007 0.033845000000000007 0.12765500000000005 -1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 0.13592500000000005 0.077555000000000013 0.122715 0.062655000000000016 0.024790000000000003 0.086310000000000012 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 0.084250000000000005 0.084855000000000014 -0.40580499999999992 -0.10011499999999998 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 8 10 -6 13 17 14 16 -10 25 15 -4 28 19 -2 -1 -15 27 23 24 -9 26 -3 -7 -8 -30
right_child=1 5 6 -5 7 21 11 22 12 -11 -12 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018477995552729633 0.0019208813875059205 0.0014630880484261667 0.0020726270368678621 0.0010128432372325234 0.0020401707561261335 0.00049326844449220806 0.0023947068463965812 0.0011155002852920746 0.0009947957592199028 0.0012245772115322307 0.002568041573521607 0.0017263773917498117 0.00054456340745367841 0.0016809471982174669 0.0021236605693028578 0.0013122302174097195 0.0014930712677982991 0.0023642594539233825 0.0014166327591132364 0.0023915103599041637 0.0010917955465559468 0.00069154193417158454 0.0016825827504506729 0.00090483203805009882 0.0017603370367880449 0.00071834819355017215 0.00094280227292157571 -2.0662631451477244e-05 0.0020775432694138639 0.0019224275642835361
leaf_weight=159 83 27 35 74 31 32 26 40 70 22 46 156 83 32 1156 21 23 33 29 20 23 36 23 55 39 32 39 30 292 354
leaf_count=159 83 27 35 74 31 32 26 40 70 22 46 156 83 32 1156 21 23 33 29 20 23 36 23 55 39 32 39 30 292 354
internal_value=0 0.00103139 0.00199046 0.001481 0.0016862 0.000824396 0.00205134 0.00140949 0.000957503 0.00190851 0.00212494 0.00194254 0.000750552 0.00116445 0.00210813 0.00178748 0.00199106 0.00197949 0.00179032 0.00190855 0.00143457 0.000408778 0.00128496 0.00121671 0.00143384 0.00101286 0.00115565 0.000244592 0.0020081 0.00199254
internal_weight=0 590 2531 186 422 404 2109 188 306 234 1258 851 153 153 1212 56 695 212 112 179 55 98 157 134 79 98 66 62 672 646
internal_count=3121 590 2531 186 422 404 2109 188 306 234 1258 851 153 153 1212 56 695 212 112 179 55 98 157 134 79 98 66 62 672 646
is_linear=0
shrinkage=0.00154607


Tree=2197
num_leaves=31
num_cat=0
split_feature=1 2 0 4 2 1446 14 44 11 2 0 96 2 10 50 48 48 1446 52 3 0 51 1 1 4 0 12 1212 15 403
split_gain=3.92773 1.13431 0.634153 0.694683 0.610412 0.565936 0.546775 0.50384 0.655892 0.555817 0.661815 0.501353 0.488374 0.655451 0.49922 0.486832 1.0249 0.485997 0.496274 0.731828 0.555434 1.23281 1.1751 0.684834 0.475005 0.700684 0.469589 1.47541 0.502744 0.457319
threshold=0.11846000000000002 0.10188000000000001 -0.13843999999999998 0.42642000000000008 0.15609500000000001 0.10734500000000001 0.076175000000000007 1.0000000180025095e-35 0.08776500000000001 -0.0091949999999999983 -0.07384499999999998 0.087655000000000025 0.13404500000000005 0.058500000000000003 0.086295000000000011 -0.065739999999999979 0.078735000000000013 0.11581000000000001 0.11434500000000002 -0.087044999999999983 -0.13027499999999997 -0.030229999999999996 0.083135000000000014 0.090740000000000015 0.0067750000000000006 -0.10011499999999998 0.083815000000000014 0.040035000000000008 0.083490000000000023 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 15 5 -4 7 8 9 10 -1 12 13 -2 -14 -3 -17 18 20 -20 21 -11 -23 -24 25 -22 27 28 -27 -28
right_child=11 2 4 -5 -6 -7 -8 -9 -10 17 -12 -13 14 -15 -16 16 -18 -19 19 -21 24 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.0018042882398312883 0.0012584655079269881 0.0014856774961074036 0.0014163737316188728 0.0019908608373805361 0.00010630582740271968 0.00020513793880719153 0.0020697574513741999 0.0025815678160866565 0.00021686497824706003 -0.00051298514201322191 0.00049401497691884202 -0.0003245217886435536 0.00025208057966882944 0.00021104858953800167 0.0011349383148338908 -0.00080921401071128618 0.00078376948867399441 0.0026145192778571674 0.00024778690660860698 0.0013682651771680843 0.002775831006555555 0.0025173901305910679 -0.0001957054750752792 0.0014619126454843748 0.0012088128078557464 0.0018809885529043654 0.00102245210640633 0.0036986950857092913 0.00077393439036658139 0.0015941072819304039
leaf_weight=29 123 26 434 21 20 20 86 21 20 20 56 24 130 39 42 26 87 20 33 232 26 31 21 30 146 133 74 21 24 1106
leaf_count=29 123 26 434 21 20 20 86 21 20 20 56 24 130 39 42 26 87 20 33 232 26 31 21 30 146 133 74 21 24 1106
internal_value=0 0.00144202 0.00118063 0.0007974 0.00130999 0.00136302 0.00151986 0.00149672 0.00148545 0.00149812 0.000941049 0.0006583 0.000728922 0.00100631 0.000467662 0.000617093 0.000417242 0.00152282 0.00151131 0.00122873 0.0015572 0.00105419 0.00143642 0.000779364 0.00159073 0.00163102 0.0016091 0.00194617 0.00171176 0.00155826
internal_weight=0 2763 634 160 474 454 2129 2043 2022 2002 85 358 334 162 172 139 113 1917 1897 265 1632 102 82 51 1530 1384 1358 178 157 1180
internal_count=3121 2763 634 160 474 454 2129 2043 2022 2002 85 358 334 162 172 139 113 1917 1897 265 1632 102 82 51 1530 1384 1358 178 157 1180
is_linear=0
shrinkage=0.00704007


Tree=2198
num_leaves=31
num_cat=0
split_feature=4 3 9 123 149 10 44 48 15 3 147 14 0 3 51 15 130 43 457 4 3 0 3 483 42 15 42 1208 16 13
split_gain=3.28176 0.944656 0.800525 0.639181 0.538807 0.552297 0.513405 0.670872 0.538122 0.62819 0.588972 0.564894 0.610391 1.76816 0.688203 0.813081 0.645966 0.611486 0.449243 0.455601 1.25479 0.632887 0.515991 0.435303 0.426787 0.421873 0.411157 0.589767 0.590155 0.484119
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.07770500000000001 -0.079859999999999987 0.081805000000000017 0.14871000000000004 0.083195000000000005 -0.15447499999999995 0.090830000000000008 0.080160000000000023 -0.13027499999999997 -0.079594999999999985 -0.040379999999999992 -0.077219999999999983 -0.054004999999999991 -0.51144999999999985 0.096470000000000014 -0.17966999999999997 -0.12711499999999995 -0.033209999999999996 -0.079594999999999985 0.11494000000000001 -0.080354999999999982 -0.082809999999999981 0.11387000000000001 0.099975000000000008 -0.081779999999999978 0.0045550000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 8 10 -10 11 12 13 -4 -15 -16 -14 -18 19 -19 -21 22 -22 26 -24 -3 29 28 -28 -11
right_child=4 25 6 -5 -6 -7 -8 -9 9 23 -12 -13 16 14 15 -17 17 18 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00048105998275629013 -0.00030180738443599906 0.0011431852150395349 -0.0010599910443915663 0.0012008159068012895 0.0015747233603370097 0.00062754697101577482 0.0022357426330918313 4.1878129913384888e-05 0.0025769243192416101 0.0016383679644708688 0.00016099057996426847 0.0023877716597165049 0.0022548431290171874 3.1536656909736491e-05 0.0010896561454176727 0.002616316012011215 0.00011023294088509985 0.0016503458613043919 0.0021157966605115913 -0.00014880766399859416 0.0014755555663448301 0.00010248108796540313 0.0018492205323095265 0.00058312371197545695 0.0010518287822849888 3.9697114167055675e-05 -0.00022281945030427723 0.0019529970841008603 0.0011435520490110009 0.0011678503059363821
leaf_weight=22 39 34 22 27 28 285 38 20 29 752 24 26 41 23 85 24 22 186 39 33 560 23 40 28 361 41 22 34 74 139
leaf_count=22 39 34 22 27 28 285 38 20 29 752 24 26 41 23 85 24 22 186 39 33 560 23 40 28 361 41 22 34 74 139
internal_value=0 0.00135076 0.00137333 0.000445688 0.000599922 0.00051568 0.00139052 0.0013782 0.00138853 0.00151351 0.00129924 0.00131764 0.00129857 0.000862454 0.00118286 0.0014258 0.00135003 0.00132068 0.00134212 0.00131704 0.00125608 0.0013032 0.00133194 0.00148411 0.00113137 0.000539945 0.00150882 0.00112402 0.000830425 0.00156497
internal_weight=0 2769 2694 49 352 324 2645 2607 2587 1078 1509 1485 1459 154 132 109 1305 1264 1242 1203 1017 984 961 1049 401 75 1021 130 96 891
internal_count=3121 2769 2694 49 352 324 2645 2607 2587 1078 1509 1485 1459 154 132 109 1305 1264 1242 1203 1017 984 961 1049 401 75 1021 130 96 891
is_linear=0
shrinkage=0.00732449


Tree=2199
num_leaves=31
num_cat=0
split_feature=1 2 48 123 48 33 10 150 1 400 15 158 455 1420 1429 484 15 475 42 4 11 11 16 4 12 12 2 155 151 483
split_gain=2.66551 0.857737 0.699718 0.667058 0.492469 0.454013 0.744356 0.454076 0.434053 0.426801 0.422415 0.395381 0.449246 0.446714 0.516592 0.908841 1.18999 0.457543 0.570009 0.500206 0.47827 0.71928 0.714822 0.732834 0.550942 0.637565 0.448437 0.423473 0.352778 0.347748
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 0.081805000000000017 0.083840000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.16773500000000005 -0.065244999999999984 -0.46743999999999997 0.07968500000000002 0.08729000000000002 -0.083904999999999993 0.084770000000000012 0.073690000000000019 -0.0072999999999999992 -0.085719999999999977 0.083795000000000022 -0.015624999999999998 0.085155000000000022 0.079915000000000014 0.18438500000000005 -0.15464999999999998 0.092550000000000007 0.097575000000000009 0.090425000000000019 0.080580000000000013 0.095500000000000015 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 -5 6 7 -1 29 -3 -11 12 13 -8 17 -16 -17 18 19 -15 21 22 23 -19 26 -26 -24 -13 -25 -2
right_child=8 2 -4 4 -6 -7 11 -9 -10 10 -12 27 -14 14 15 16 -18 20 -20 -21 -22 -23 24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0010692563929333247 0.00056110389679521033 5.0326929353042465e-05 -0.00039093511318565954 -0.00035458358176029261 0.0011014111533548133 0.0022676208495745163 0.0021533774687055524 -0.00051654087256304537 -0.00047732552691623955 0.0022615530673924912 0.0011623754203318249 0.0015669224148457362 0.0024629101283297409 0.0016602871251432726 0.0015781506273466544 0.0010946611314027431 -0.0012107294708750944 0.0024738410134527776 0.0012374011897258086 0.0033374126728628402 0.00021557870892190047 0.0026564830412708607 0.0016834307267910153 0.001334861233102239 -0.00091844339303463589 0.00099907032057904694 0.00038705843037544412 0.0027025280283387611 0.00036423689073134533 0.001620671729805731
leaf_weight=24 291 20 20 32 25 33 38 20 23 22 530 202 21 21 45 31 24 34 41 22 24 24 38 1381 22 20 28 22 23 20
leaf_count=24 291 20 20 32 25 33 38 20 23 22 530 202 21 21 45 31 24 34 41 22 24 24 38 1381 22 20 28 22 23 20
internal_value=0 0.00128785 0.00104035 0.00108586 0.000284011 0.00136298 0.0013488 0.000348439 0.000553042 0.00116577 0.00120618 0.00137015 0.00133256 0.00131949 0.00130167 0.000758938 8.86725e-05 0.00133401 0.00189313 0.00251835 0.00130454 0.00132119 0.00130046 0.00134627 0.000690589 -5.34162e-06 0.00113345 0.00167846 0.00131896 0.000629243
internal_weight=0 2787 649 629 57 2138 2105 44 334 572 552 2061 1837 1816 1778 100 55 1678 84 43 1594 1570 1546 1438 108 42 66 224 1404 311
internal_count=3121 2787 649 629 57 2138 2105 44 334 572 552 2061 1837 1816 1778 100 55 1678 84 43 1594 1570 1546 1438 108 42 66 224 1404 311
is_linear=0
shrinkage=0.00777281


Tree=2200
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 14 1 2 4 2 160 3 1 1429 52 52 475 52 52 12 16 131 2 43 12 4
split_gain=163.437 27.6739 16.2957 14.2966 9.33765 8.62068 7.68679 6.14024 5.1761 4.49939 4.02901 3.2553 3.1583 3.04655 2.11035 2.4413 1.86417 2.41945 1.74858 1.67661 1.45501 1.56227 2.09256 3.77359 1.42267 1.35158 2.10338 1.34014 1.24567 1.24367
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.091265000000000013 -0.067824999999999983 -0.010424999999999999 0.080270000000000022 0.084690000000000015 -0.16675999999999999 0.31359500000000001 -0.08230999999999998 0.039215000000000007 -0.085984999999999992 0.078300000000000008 0.19444000000000003 0.082750000000000004 0.31358000000000003 -0.080884999999999985 0.11586 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 6 7 -3 9 11 13 -5 12 -4 16 -14 -16 19 -18 -11 -1 -15 22 -22 -24 -23 26 -13 -12 -25 -2
right_child=1 2 8 10 -6 -7 -8 -9 -10 18 27 25 14 20 15 -17 17 -19 -20 -21 21 24 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0019468969847834939 0.0020057158916474455 0.001705840918093997 0.00099937704423508854 0.0016609598585372841 0.00086718580921109074 0.0011797986759971735 0.00085019227589161613 0.0010615499429670087 0.0010974589379803153 0.0018116276807309158 0.0011499945549255225 0.00030171107657032937 0.00089213678469374886 0.0020015024641477294 0.00068532008251602928 0.00012060667991595496 0.0018389618972830043 0.0013045448658071217 0.0023448507366398258 0.0015738482315714656 0.0017886047077446613 0.0018573031866088649 0.0010305828492879286 0.0017154724483322943 0.0014727629891376863 0.00061081540880224175 -0.00029006748219976831 0.00066208483926063068 0.0012906271172680502 0.001548401677961833
leaf_weight=894 50 79 39 34 207 48 39 24 37 20 42 59 23 61 32 47 497 22 65 31 193 300 29 121 26 20 20 21 20 21
leaf_count=894 50 79 39 34 207 48 39 24 37 20 42 59 23 61 32 47 497 22 65 31 193 300 29 121 26 20 20 21 20 21
internal_value=0 0.000939293 0.000829472 0.00181677 0.001069 0.00184125 0.00142304 0.00185504 0.000548431 0.00186339 0.00122347 0.00046379 0.000617685 0.0018496 0.000471744 0.000349351 0.00189195 0.00181631 0.00221939 0.00193439 0.00176806 0.00174739 0.00167623 0.00154866 0.00182663 0.000244605 0.000151894 0.000987358 0.00165521 0.00187045
internal_weight=0 673 602 2448 325 2351 118 2303 277 2279 97 240 141 2194 102 79 1444 519 85 925 750 689 363 170 326 99 79 63 141 71
internal_count=3121 673 602 2448 325 2351 118 2303 277 2279 97 240 141 2194 102 79 1444 519 85 925 750 689 363 170 326 99 79 63 141 71
is_linear=0
shrinkage=0.00157699


Tree=2201
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 2 457 1 1 2 34 4 50 131 2 475 2 0 15 16 43 2 0 47 4 31 52
split_gain=104.502 13.1206 11.7463 7.92605 7.18461 4.79753 3.64926 3.24856 3.04908 2.94437 2.75919 2.28309 2.06899 2.84343 2.31743 1.95112 1.68146 1.84342 1.52608 1.51208 1.81349 1.5011 1.4385 1.4093 2.67142 1.38637 1.31298 1.26954 1.14622 1.10275
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.40124500000000002 0.076975000000000002 0.14122000000000004 0.080930000000000016 0.092845000000000025 0.089625000000000024 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.089465000000000017 0.082750000000000004 0.31358000000000003 -0.066784999999999983 0.090425000000000019 -0.076234999999999983 -0.43375999999999998 -0.040964999999999994 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 0.10350500000000001 -0.078439999999999996 -0.077289999999999984 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 7 12 26 11 9 18 -4 27 13 28 -15 19 17 -14 -6 20 -13 -16 -7 25 -25 -2 -5 -1 -3 -20
right_child=1 5 10 6 8 22 -8 -9 -10 -11 -12 15 16 14 21 -17 -18 -19 29 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017913772335514245 0.00040748320484638398 0.00064176650501676711 0.0015108971548989751 0.0018153871598312582 0.0018051557459723324 0.00086313250814208458 0.00098147562697941705 0.0020488134184319905 0.0011011724258215491 0.0011045244707659375 0.00098346874781532609 0.0016376578787838712 0.00045480346476953909 0.0011818534033159911 0.0009644390916866988 0.0017443738412794437 0.00082348075450970094 -0.00010165557372392445 0.001465480134359286 0.0011624535075207085 0.0012543056786599471 0.00047540369653092745 0.0014150342413110776 0.0014497987835660655 0.00091072503278231943 0.00096791231927704786 0.0014365144486963419 0.0016993836591759313 0.00013827434398861052 0.0016449451245896119
leaf_weight=677 21 22 37 45 67 23 29 75 41 34 74 144 57 36 27 139 20 20 192 28 39 37 24 29 108 23 46 831 23 153
leaf_count=677 21 22 37 45 67 23 29 75 41 34 74 144 57 36 27 139 20 20 192 28 39 37 24 29 108 23 46 831 23 153
internal_value=0 0.000923907 0.0016609 0.00115434 0.00168391 0.000683906 0.00146862 0.00172704 0.00151272 0.00155056 0.00115928 0.00171405 0.000594364 0.000713625 0.000861765 0.00159931 0.000416086 0.000310269 0.00158736 0.00150374 0.00155596 0.000681716 0.00114495 0.000945976 0.00102484 0.000700435 0.00162387 0.00174068 0.000384426 0.00154507
internal_weight=0 590 2531 301 2420 289 120 1933 487 446 111 1858 242 145 100 350 97 77 412 211 183 64 47 181 137 44 91 1508 45 345
internal_count=3121 590 2531 301 2420 289 120 1933 487 446 111 1858 242 145 100 350 97 77 412 211 183 64 47 181 137 44 91 1508 45 345
is_linear=0
shrinkage=0.00157699


Tree=2202
num_leaves=31
num_cat=0
split_feature=4 3 2 12 15 457 3 1 42 12 42 3 43 12 14 15 1 41 1212 4 15 0 12 0 48 475 0 4 52 0
split_gain=3.34086 0.982289 0.868766 0.538545 0.67425 0.601293 0.494626 0.464253 0.435516 0.53802 0.389758 0.536952 0.470094 0.445599 0.384515 0.485211 0.572963 0.412641 0.382948 0.374819 0.617092 0.585977 0.830171 0.429924 0.408276 0.379764 0.362473 1.17199 0.980566 0.975954
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -0.010834999999999999 -0.14601999999999996 0.29113500000000009 -0.0049599999999999991 0.15964000000000003 0.11457500000000002 0.093965000000000007 0.088575000000000015 -0.0025099999999999996 0.084740000000000024 0.092255000000000018 0.019675000000000002 0.094035000000000007 0.081315000000000012 0.085095000000000018 0.14560000000000003 -0.49405499999999997 0.024640000000000006 0.12445000000000002 0.09320500000000001 -0.026509999999999995 -0.09386499999999999 -1.0000000180025095e-35 -0.10836499999999999 -0.0016099999999999997 0.26746000000000009 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -6 10 14 -10 12 13 -2 -12 17 16 -16 18 19 20 21 22 -5 24 -21 -25 27 29 -29 -26
right_child=7 -3 -4 5 6 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 23 -22 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=0.0021236521616751656 0.00067932795635877144 0.00048042487507499822 -6.5144695416638566e-05 0.0016672546563183113 0.00064152282487385775 0.00025322726101825293 0.001422711596954741 -0.00030629186511699934 0.0017380437771474524 0.00079850577856058571 0.0010838503233711624 -0.00031860554315177439 0.0017072170436154205 -0.00013870541383959923 0.0016947966854771153 0.0011581669318857098 0.0031885284849608917 0.00037624575140356994 0.0022171224041749281 0.0023553268390766749 0.0028280508330442351 0.0022792875492864003 8.4329675253404514e-05 0.0016729159294169562 0.0011672224523593634 0.000555032744045698 0.0013737521689493257 0.0016994410778327694 1.680282386088277e-05 -0.00095918767773371313
leaf_weight=23 187 75 23 52 149 25 55 29 39 134 45 44 25 22 35 33 20 21 26 20 21 34 24 20 20 61 1721 94 21 23
leaf_count=23 187 75 23 52 149 25 55 29 39 134 45 44 25 22 35 33 20 21 26 20 21 34 24 20 20 61 1721 94 21 23
internal_value=0 0.00127512 0.00129725 0.00130898 0.000980969 0.00133945 0.000852137 0.000546976 0.00135067 0.00101031 0.000623585 0.000285614 0.000800541 0.000682414 0.00137689 0.00183305 0.00223797 0.00135829 0.00136794 0.00135748 0.00172218 0.00151106 0.00116738 0.00133335 0.00135477 0.000831053 0.00134413 0.00102141 0.00139218 2.98403e-05
internal_weight=0 2769 2694 2671 227 2444 204 352 2419 173 323 111 212 67 2246 88 55 2158 2137 2111 131 110 76 1980 1899 81 1879 158 115 43
internal_count=3121 2769 2694 2671 227 2444 204 352 2419 173 323 111 212 67 2246 88 55 2158 2137 2111 131 110 76 1980 1899 81 1879 158 115 43
is_linear=0
shrinkage=0.00704007


Tree=2203
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 4 2 14 2 42 4 16 0 15 0 15 43 16 1420 48 4 3 43 47 14 51 1 51
split_gain=127.64 22.4468 14.5301 10.9757 7.32021 6.56563 4.45501 4.0442 3.98908 3.80303 3.59786 3.31394 2.83384 2.87327 2.65735 3.20734 3.12927 2.44109 1.70489 1.51551 1.49057 1.81899 1.42942 2.06513 2.68818 1.35625 1.38498 1.11571 1.66927 1.09724
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.042705000000000007 0.13913500000000004 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.11474000000000002 -0.0060199999999999993 0.27834500000000006 -0.43320999999999993 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 -0.41396999999999995 -0.079914999999999986 -0.039889999999999988 -0.08341999999999998 0.092475000000000016 -0.49405499999999997 -0.11171999999999999 -0.15582499999999996 0.090100000000000013 -0.23083499999999998 -0.085989999999999997 0.11669000000000002 0.13995500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 9 8 -4 14 -6 -5 13 -7 15 -1 29 -9 -13 -17 -18 22 -22 24 -24 26 -3 -28 -29 -16
right_child=1 2 7 11 10 12 -8 17 -10 -11 -12 18 -14 -15 16 19 20 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.002144315838035777 0.0018596536132245841 0.0012611892013849636 0.001118710336664043 0.0018303214869060452 0.0016752514654309796 0.0019203147917282945 0.00113323654604575 0.00061314846144795829 0.00056112436410484391 0.0022225815509847721 0.00098007301267808355 0.0012903916689774686 0.0010968639467087953 0.0015742000367373124 0.0019363317219815855 0.0012265296628796133 0.0021703844723074831 0.00012561943348888914 0.00076517217256478966 0.0017239167811983545 0.001983870693839354 0.001485953170817826 0.0019447476442980747 0.0018064356117865918 0.0012417046758805277 0.0013110436219374196 0.00057672382844726794 0.0010387857262545046 0.00060412300275356011 0.0016308254872559591
leaf_weight=20 76 33 76 22 81 83 20 113 55 78 24 51 23 212 1148 39 25 33 22 25 91 49 21 433 38 33 22 118 27 30
leaf_count=20 76 33 76 22 81 83 20 113 55 78 24 51 23 212 1148 39 25 33 22 25 91 49 21 433 38 33 22 118 27 30
internal_value=0 0.00105112 0.000951206 0.00181924 0.00117064 0.00184062 0.00187382 0.000683448 0.000884609 0.00188124 0.00151635 0.0012938 0.00163001 0.00167158 0.00186736 0.00159308 0.00187992 0.000502954 0.00113211 0.00142082 0.00179272 0.00177778 0.0018023 0.00176872 0.00149194 0.00101485 0.000965976 0.00090764 0.000957849 0.00192855
internal_weight=0 691 615 2430 338 2335 2017 277 131 1997 105 95 318 295 1919 84 1835 146 73 64 657 632 583 492 59 233 200 167 145 1178
internal_count=3121 691 615 2430 338 2335 2017 277 131 1997 105 95 318 295 1919 84 1835 146 73 64 657 632 583 492 59 233 200 167 145 1178
is_linear=0
shrinkage=0.00157699


Tree=2204
num_leaves=31
num_cat=0
split_feature=4 3 9 13 40 44 48 4 0 1447 1212 130 1447 3 3 13 13 4 42 0 49 14 150 13 160 480 483 475 480 133
split_gain=3.24609 0.952309 0.817288 0.611616 0.54104 0.480029 0.605096 0.480395 0.54124 0.816118 0.507567 0.803796 0.56432 0.506878 0.472102 0.749344 0.564822 0.535334 0.467103 0.456027 0.454584 0.671246 0.452909 0.418687 0.394121 0.595918 0.405386 0.657573 0.419086 0.412934
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 -0.01163 0.051255000000000002 1.0000000180025095e-35 0.14871000000000004 -0.082249999999999976 -0.086934999999999985 -0.085804999999999979 0.090465000000000018 -1.0000000180025095e-35 -0.084149999999999989 0.11296500000000002 0.31370500000000007 -0.47860499999999995 -0.15714499999999998 0.53859500000000016 0.088465000000000002 -0.019414999999999998 1.0000000180025095e-35 -0.47071999999999997 0.12026500000000001 0.26746000000000009 -0.54913999999999985 -0.095389999999999989 -0.095084999999999989 -0.08100499999999998 -0.08342999999999999 0.55672500000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 18 -10 12 -12 -11 19 16 17 -2 -16 -4 23 21 -18 -23 24 -9 -26 27 -27 -28 -30
right_child=14 -3 4 -5 -6 -7 -8 13 9 10 11 -13 -14 -15 15 -17 20 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0012168339888293763 0.0017957332993126093 0.00052069688321618331 0.0017372895067719022 -0.00048910964719748185 0.0004244628768191614 0.0022394437951340938 8.8021176644498362e-05 0.0021273243831570897 -2.2137136394431006e-05 0.0027674004102740683 0.0018721472862816603 0.0001110060849268453 0.001568593157487066 0.0002773971654486348 -0.00020590268647974254 -0.0010300246179616233 0.0016953063319886893 0.0015361334880456524 0.0027482540681742296 0.00042179142076287672 0.0012873847324244275 0.00018820835897342668 0.0014009154530933796 0.0022630026821020667 4.4917922256148665e-05 0.0029481735515973226 0.002300683022568389 0.0014658823959514198 0.0013113508648705445 0.0023869847618616684
leaf_weight=26 26 75 88 23 32 41 20 39 20 24 27 34 457 25 21 25 23 20 38 29 48 169 20 31 20 24 26 63 1586 21
leaf_count=26 26 75 88 23 32 41 20 39 20 24 27 34 457 25 21 25 23 20 38 29 48 169 20 31 20 24 26 63 1586 21
internal_value=0 0.00136768 0.00139126 0.000416085 0.00140932 0.00142138 0.00140834 0.00141869 0.00159078 0.00148958 0.00154536 0.000890528 0.00162841 0.00135517 0.000590765 9.81967e-06 0.000724829 0.000643871 0.00204218 0.00136982 0.000617739 0.000466121 0.000316537 0.00138501 0.00136971 0.00135273 0.00136794 0.00187479 0.00134094 0.00132541
internal_weight=0 2769 2694 49 2645 2613 2572 2552 688 562 542 61 481 1864 352 66 286 41 126 1839 260 212 189 1810 1779 1740 1720 87 1633 1607
internal_count=3121 2769 2694 49 2645 2613 2572 2552 688 562 542 61 481 1864 352 66 286 41 126 1839 260 212 189 1810 1779 1740 1720 87 1633 1607
is_linear=0
shrinkage=0.0076204


Tree=2205
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 40 13 3 1 9 96 131 2 131 43 4 156 40 124 12 51 16 128 128 3 4 1427 42 1456 1454
split_gain=2.64527 0.894186 0.685643 0.636885 0.580768 0.455528 0.631635 0.5326 0.51551 0.450362 0.426846 0.44429 1.27361 0.589462 0.456671 0.386685 0.376633 0.461012 0.431634 0.559216 0.564825 0.35353 0.487539 0.509485 0.622437 0.489181 0.579285 0.535916 0.529229 0.815844
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.08440499999999998 -0.0093149999999999986 0.12178000000000001 0.10937500000000001 0.081890000000000004 0.087655000000000025 0.090030000000000013 0.31358000000000003 0.10725500000000002 -0.072864999999999985 0.40124500000000002 0.10272000000000002 -0.063404999999999989 -0.072314999999999977 0.11232500000000002 0.13831000000000002 -0.083539999999999989 0.11170500000000001 0.079650000000000012 -0.08867499999999999 0.0033150000000000007 0.083935000000000023 0.088060000000000013 0.056265000000000009 0.083100000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -9 15 11 12 16 14 -13 21 17 -2 -19 20 -20 -3 23 25 -25 26 28 -28 29 -23
right_child=10 9 -4 4 -6 7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00020644975346199257 0.0010679272765172143 0.0013346381311635704 -0.00025142466519081431 0.0010212369806039546 0.0020162568483295959 0.0011034858798023466 -0.00049393162511569345 -0.00053534730737615386 0.0008675217407133985 0.0020565376179263956 -0.00043225034129506688 0.00082560752560579555 -0.0012507212847424395 7.1499761480451842e-05 0.0022770229269066184 0.0004198550740783478 0.0014156058751873504 0.0011917980383245976 -0.00032456883783486048 0.0011814961053800887 0.00091304175371600764 0.0011160325159000665 0.00031804491253258939 0.0013607121481952283 0.0027646154707178256 0.00074250890043252109 0.0025588194392702724 0.001193340731679238 0.0015394279295890684 -4.4014856197905064e-05
leaf_weight=23 48 663 25 30 26 393 25 20 37 30 24 22 21 20 21 32 23 22 89 21 23 978 35 72 20 148 28 29 142 31
leaf_count=23 48 663 25 30 26 393 25 20 37 30 24 22 21 20 21 32 23 22 89 21 23 978 35 72 20 148 28 29 142 31
internal_value=0 0.00113527 0.000889014 0.000940477 0.000990156 0.000937327 0.000332524 0.00101125 0.000375287 0.00119984 0.000472262 0.000542289 0.000407687 0.00107001 0.00153444 0.00118804 0.000561787 0.000465048 0.00027835 0.000127254 -7.04167e-05 0.0011995 0.00113908 0.00115892 0.00166591 0.00112453 0.00117133 0.0018641 0.00113702 0.00108039
internal_weight=0 2787 579 554 531 505 55 450 57 2208 334 310 247 63 43 2178 226 203 155 133 112 2146 1483 1448 92 1356 1208 57 1151 1009
internal_count=3121 2787 579 554 531 505 55 450 57 2208 334 310 247 63 43 2178 226 203 155 133 112 2146 1483 1448 92 1356 1208 57 1151 1009
is_linear=0
shrinkage=0.00704007


Tree=2206
num_leaves=31
num_cat=0
split_feature=4 2 52 159 3 16 4 4 15 160 50 12 483 2 0 3 12 13 1 4 48 15 4 16 483 52 43 43 52 10
split_gain=2.28194 0.696908 0.611822 0.65081 0.60232 0.469097 0.583906 0.90449 1.24694 0.722268 0.550396 0.532945 0.516632 0.489936 0.886095 0.465669 0.461238 0.660188 1.19079 0.556977 0.450497 0.423799 0.396578 0.605013 0.392538 0.506878 0.441466 0.528641 0.368385 0.356326
threshold=0.26450500000000005 0.17025000000000004 0.039215000000000007 0.10620500000000001 0.20828500000000003 -0.067914999999999989 0.024790000000000003 0.056795000000000005 -0.062284999999999993 -0.063384999999999983 -0.23452499999999996 -0.093619999999999995 0.085510000000000017 0.11093500000000002 -0.061629999999999997 -0.13309499999999996 0.10016000000000001 -0.117405 0.14627000000000004 0.41257000000000005 0.10168500000000001 -0.46471999999999997 0.50194500000000009 -0.53943499999999989 -0.095084999999999989 -0.56176499999999996 -0.084794999999999995 -0.08076499999999999 -0.010739999999999998 -0.010699999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 -4 5 12 10 8 -8 -9 -7 -12 13 20 -15 22 17 -17 19 -19 -1 -21 23 -2 26 -26 -13 -28 -14 -27
right_child=2 -3 3 -5 -6 6 7 9 -10 -11 11 24 28 14 -16 16 -18 18 -20 21 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.0012818360382846174 0.0012662163827880054 1.4869301078330267e-05 0.0014235677560001168 5.6537035814886746e-05 0.00041579506818783732 0.0023017147957345584 0.00064761971637663628 4.3748046908544096e-06 -0.0016419765915719794 0.0015863951658005694 7.1799313403945396e-05 0.00083886743186517858 0.0029038194820561218 0.0029799222271522647 0.00096056422328471831 0.0011763183654975816 -0.0010378821169294995 -0.00088313857849910593 -0.0018299344310466158 0.0012303081966370123 0.00025963443400784698 0.00016287687320183414 0.0017920968051102269 -0.00058950486333053588 0.0018650541726144857 0.0021707181391364058 0.0031711982410440962 0.0015469003607842292 0.0016274869398168485 0.0010811516021144115
leaf_weight=1016 27 33 79 32 63 28 60 25 21 77 29 26 21 30 27 40 20 22 20 37 29 71 22 20 60 20 20 38 50 1058
leaf_count=1016 27 33 79 32 63 28 60 25 21 77 29 26 21 30 27 40 20 22 20 37 29 71 22 20 60 20 20 38 50 1058
internal_value=0 0.00118294 0.000521661 0.00102947 0.00119723 0.00121591 0.00111926 0.000692008 5.40207e-05 0.00119865 0.00118039 0.0011553 0.00133637 0.00129329 0.00202338 0.00031963 0.000130252 0.000253214 7.05283e-06 0.000289666 0.00125347 0.000528571 0.000895998 0.000476548 0.00118101 0.00114163 0.00171448 0.002107 0.00200499 0.00110137
internal_weight=0 2731 390 111 2698 2635 1462 183 81 102 1279 1251 1173 1102 57 279 210 190 150 130 1045 108 69 47 1222 1138 84 58 71 1078
internal_count=3121 2731 390 111 2698 2635 1462 183 81 102 1279 1251 1173 1102 57 279 210 190 150 130 1045 108 69 47 1222 1138 84 58 71 1078
is_linear=0
shrinkage=0.00808683


Tree=2207
num_leaves=31
num_cat=0
split_feature=4 2 123 3 52 4 14 40 16 12 52 0 50 43 15 12 160 2 2 151 160 1 15 4 16 43 0 34 40 0
split_gain=1.84837 0.564495 0.536759 0.531402 0.493277 0.448014 0.454949 0.661367 0.390737 0.537943 0.535006 0.459305 0.59567 0.454154 0.553956 0.443193 0.620511 0.544427 0.470526 0.596687 0.915023 0.553318 0.444881 0.43934 0.531351 0.427502 0.424602 0.632121 0.417963 0.395768
threshold=0.26450500000000005 0.17025000000000004 0.11021500000000002 0.63141500000000017 0.039215000000000007 0.51608000000000009 -0.47013499999999991 -0.072979999999999975 -0.11118499999999999 0.080890000000000017 -1.0000000180025095e-35 -0.097024999999999986 0.079410000000000008 0.08845500000000002 -0.03241999999999999 1.0000000180025095e-35 0.11281500000000001 -0.0091949999999999983 0.093175000000000022 -0.086824999999999986 0.022560000000000004 0.07635500000000002 0.013270000000000002 0.033845000000000007 0.41553500000000004 -1.0000000180025095e-35 -0.070154999999999981 -0.085489999999999997 -1.0000000180025095e-35 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -2 -8 9 -1 -11 12 13 14 -12 16 17 26 21 -20 22 -19 29 -17 -25 -13 -10 -28 -23 -21
right_child=3 -3 -4 -5 -6 -7 7 -9 15 10 11 25 -14 -15 -16 23 -18 18 19 20 -22 28 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0019014982598052385 0.001261528647834708 1.3119980579227348e-05 -5.5871467253314268e-05 -0.00079847150598465612 0.0010072799054532738 0.0011769741783586802 -0.00085302486910229141 0.00031422850020765741 0.0011702223365025804 0.0020021932014823449 0.0005973515341959714 0.0018694328870741612 0.0018580453465064644 0.0011105497113504145 -0.00099606441324333762 0.0011167340605154753 -0.00046508319815166378 0.00023618104523452131 -0.00026449981807516226 -0.00047360250874166343 0.0021591274177327072 0.0026502094543746427 0.0016701799407578075 3.8691581862693952e-05 0.0010515165904107253 0.00075855825006129513 0.00078639540638533929 -0.0010971191512274283 0.0013777749835371077 0.00069784726843064298
leaf_weight=78 24 33 27 20 99 36 37 174 20 38 32 51 20 31 24 1796 23 22 30 22 32 20 24 54 82 38 21 24 86 103
leaf_count=78 24 33 27 20 99 36 37 174 20 38 32 51 20 31 24 1796 23 22 30 22 32 20 24 54 82 38 21 24 86 103
internal_value=0 0.00104377 0.00105638 0.000460289 0.000528331 0.000353364 0.000227194 0.000109544 0.00106762 0.0013313 0.00114123 0.000974306 0.000624277 0.000340652 -8.5541e-05 0.00103275 0.000801593 0.000873706 0.00100115 0.000771092 0.000942737 0.00138038 0.000681499 0.00108383 0.000649365 0.00139513 0.000209044 -0.000218146 0.00161786 0.000491672
internal_weight=0 2731 2698 390 370 271 235 211 2671 312 234 196 107 87 56 2359 427 404 339 211 181 128 149 1932 136 89 65 45 106 125
internal_count=3121 2731 2698 390 370 271 235 211 2671 312 234 196 107 87 56 2359 427 404 339 211 181 128 149 1932 136 89 65 45 106 125
is_linear=0
shrinkage=0.00792826


Tree=2208
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 1 1 15 2 0 41 50 160 39 3 3 41 475 3 1 12 40 3 0
split_gain=157.552 18.7726 15.6824 9.26566 8.99975 8.29848 6.13167 4.9374 4.63971 5.16307 3.74722 3.07129 2.96521 2.96512 2.73892 2.46411 2.35489 2.21746 2.03222 1.97674 2.03756 2.44638 1.97503 1.90011 1.84949 1.80581 1.67535 1.64679 1.53034 1.81351
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.10124500000000002 1.0000000180025095e-35 0.13592500000000005 0.11704500000000001 -0.071339999999999987 0.075585000000000013 0.041865000000000006 0.05259500000000001 0.096625000000000016 0.30112000000000005 -0.017889999999999996 0.083525000000000016 -0.034084999999999997 0.092670000000000016 0.12958500000000003 -0.088589999999999988 -1.0000000180025095e-35 -0.14186499999999996 -0.066089999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 14 8 16 -5 -3 25 13 15 18 28 -2 24 -4 -7 27 20 21 -11 -18 -14 26 -10 -9 -1 -8 -30
right_child=1 5 6 7 -6 17 10 11 9 19 -12 -13 23 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0020438996920624144 0.0021372273974251772 0.00082410457229898759 0.0023895338616964283 0.00235816226650736 0.0012207191355793074 0.00041466302594656522 0.0025300904002748073 0.0017390505409088277 0.0022369530977565605 0.00087375592572464954 0.0019788105063267411 0.0013418335749242544 0.0019639444618855823 0.0016401535202299475 0.0014141402758895386 0.0012289196534780843 0.0030071227424710513 0.0010470268961512246 0.0023850052521323596 0.00076612695244262488 0.00093207276878377117 0.0015433729432521694 0.0023881271142862253 0.002579167530902253 0.0015409087456798192 0.0014913069219154584 0.0023374973773296723 0.0014678489199275945 0.0023055214157798347 0.0020757600239089944
leaf_weight=45 95 89 1075 31 75 73 74 25 21 22 171 85 20 23 20 20 37 23 32 31 42 79 29 76 28 20 36 24 566 134
leaf_count=45 95 89 1075 31 75 73 74 25 21 22 171 85 20 23 20 20 37 23 32 31 42 79 29 76 28 20 36 24 566 134
internal_value=0 0.00123969 0.00225879 0.00194628 0.00169933 0.00102136 0.00232132 0.00170004 0.00116511 0.00130627 0.00221736 0.00159488 0.00222751 0.00226854 0.00201147 0.0017922 0.00240953 0.000566167 0.00201509 0.00117268 0.00126081 0.00139752 0.00273514 0.002451 0.00191878 0.00187322 0.00209223 0.00184353 0.00228721 0.00226154
internal_weight=0 590 2531 422 190 400 2109 225 304 215 968 194 197 797 115 109 1141 96 101 174 143 101 66 96 89 41 61 69 774 700
internal_count=3121 590 2531 422 190 400 2109 225 304 215 968 194 197 797 115 109 1141 96 101 174 143 101 66 96 89 41 61 69 774 700
is_linear=0
shrinkage=0.00177594


Tree=2209
num_leaves=31
num_cat=0
split_feature=4 149 2 49 13 49 400 132 40 13 3 2 52 0 9 3 42 13 13 2 133 10 10 43 2 10 455 1424 1209 1209
split_gain=1.98431 0.794358 0.722288 0.976279 0.552515 0.549725 0.48707 0.446357 0.418814 0.452114 0.415815 0.655322 0.541971 0.525966 0.529829 0.513335 0.424269 0.669162 1.14278 0.39113 0.504832 0.371098 0.796315 0.40017 0.423871 0.551288 0.367665 0.367751 0.377995 0.466113
threshold=0.40124500000000002 0.07770500000000001 0.10188000000000001 0.15665000000000004 -0.14819499999999997 -0.046979999999999987 -0.063679999999999987 0.10240500000000001 -0.085774999999999976 0.15641500000000003 -0.13309499999999996 -0.0091949999999999983 -0.19683499999999995 -0.07384499999999998 -0.08477999999999998 -0.12018999999999998 0.088575000000000015 0.038215000000000006 0.14871000000000004 0.14960000000000004 0.11667000000000001 -0.15926999999999997 -1.0000000180025095e-35 0.10366000000000002 0.11474000000000002 1.0000000180025095e-35 0.088555000000000009 1.0000000180025095e-35 0.083050000000000013 0.11155000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 10 4 -4 -2 -6 8 -8 19 12 13 -1 -12 -15 -13 17 -14 -19 20 -10 -7 -23 24 25 -24 27 28 -17 -30
right_child=1 -3 3 -5 6 21 7 -9 9 -11 11 15 16 14 -16 26 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026430033683108854 -0.00065928818971709529 0.0017710289937549228 0.0002965024492937987 -0.00065860225506143724 -0.0001677340887204215 0.0013383417031422066 3.8444636449235904e-05 -4.4552359038846705e-05 0.0010833793933912755 0.0020907642050120769 0.0012932596397983848 -4.6499124085306195e-05 0.0018546667375386593 0.00076659901045815981 -0.00071680277306650751 0.0010689082036322887 0.0020282968781839016 -0.00059958820269656057 0.0017401339835087667 0.0020459520374532065 0.00011374178459661783 -0.00099166792519508494 0.001959744343204508 -0.00037777886791542123 0.00034353843136816558 0.00050353130782484947 0.0020071570702724474 0.0021395309786860022 0.0017249053739006447 0.00077293467723710263
leaf_weight=21 31 23 82 25 21 23 22 22 376 26 27 22 33 27 29 1735 34 27 22 22 34 24 26 28 125 36 27 20 110 41
leaf_count=21 31 23 82 25 21 23 22 22 376 26 27 22 33 27 29 1735 34 27 22 22 34 24 26 28 125 36 27 20 110 41
internal_value=0 0.00040735 0.00104432 0.000817111 0.000878091 0.000300303 0.000969277 0.00101684 0.00106549 0.00111482 0.00111013 0.00108281 0.00151652 0.000419625 -1.5912e-06 0.00111097 0.00131259 0.00101583 0.000450899 0.00105609 0.00100297 0.000413843 0.000324874 0.000471837 0.000599052 0.0011142 0.00112414 0.00111163 0.00110073 0.00146642
internal_weight=0 316 2805 630 605 293 523 502 480 458 2175 2038 137 83 56 1955 116 82 49 432 410 262 239 215 187 62 1933 1906 1886 151
internal_count=3121 316 2805 630 605 293 523 502 480 458 2175 2038 137 83 56 1955 116 82 49 432 410 262 239 215 187 62 1933 1906 1886 151
is_linear=0
shrinkage=0.0076204


Tree=2210
num_leaves=31
num_cat=0
split_feature=1 2 456 13 43 48 1454 159 11 157 33 10 41 2 41 158 52 52 0 3 160 10 2 12 3 10 1443 1420 1429 133
split_gain=1.61759 0.570366 0.464677 0.421086 0.883416 0.381719 0.379841 0.482112 0.446664 0.610184 0.363898 0.519304 0.383302 0.653148 0.5559 0.358759 0.558117 0.647576 0.443745 0.390305 0.374384 0.356278 0.43802 0.540346 0.617829 0.391544 0.348321 0.438341 0.679464 0.795772
threshold=0.12000500000000001 0.10527500000000002 0.092050000000000007 0.10935500000000002 -0.23229999999999998 0.12933000000000003 0.090210000000000026 -0.094234999999999985 0.090070000000000025 -0.078754999999999978 0.083840000000000012 -1.0000000180025095e-35 0.083975000000000008 0.094095000000000012 0.07831500000000001 0.085030000000000008 0.11639500000000001 -0.0015799999999999998 -0.09515499999999999 -0.083154999999999993 -0.55323499999999981 1.0000000180025095e-35 0.116525 -0.42850999999999995 0.32202000000000003 -1.0000000180025095e-35 0.084655000000000022 -0.051294999999999993 0.084770000000000012 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 6 7 -3 9 -9 11 -1 14 -14 15 20 17 18 -17 -19 -13 22 25 -24 -25 -2 27 -22 -29 -30
right_child=21 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 -18 19 -20 -21 26 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00017089687557658264 0.00025269053233248389 0.002061321927300382 -0.00043596155337048779 0.0010055443308020415 -0.0010452063027665617 -0.0001737081997301672 -0.00014830261568621304 -0.00019893048608058791 0.0018360443896856644 0.0009296767623738722 0.0018623376904806717 -7.1563852157031617e-05 0.0012095167333621153 -0.00066354212881092193 0.0021105300650232344 0.0020873458511066916 0.00022996081112410595 0.0028623357606044246 0.00088732926017601817 0.0015983050789459886 0.0015994961258423441 -0.00026012426874827643 0.0015205359869543613 0.00037935543844616778 -0.00079750464532419533 0.0013278612084767136 0.0019129311406780502 0.0010162464370003846 -0.000487450831835102 0.0010219695346303395
leaf_weight=44 33 24 20 31 23 21 20 33 30 344 33 20 25 22 31 25 24 28 86 34 75 45 20 141 35 60 27 1679 42 46
leaf_count=44 33 24 20 31 23 21 20 33 30 344 33 20 25 22 31 25 24 28 86 34 75 45 20 141 35 60 27 1679 42 46
internal_value=0 0.000979955 0.000750176 0.000795276 0.000132076 0.000871151 0.000919803 0.000969367 0.000904976 0.000830886 0.00103594 0.00102359 0.00104093 0.000332766 0.00105665 0.00104099 0.00136295 0.00152013 0.0011576 0.00216916 0.00100741 0.000396084 0.000498262 0.000285649 0.000145321 0.000946349 0.00101895 0.00100585 0.000980654 0.000301564
internal_weight=0 2787 546 526 54 472 451 431 407 377 2241 2208 2164 47 2117 2086 197 173 111 62 1889 334 289 196 176 93 1869 1842 1767 88
internal_count=3121 2787 546 526 54 472 451 431 407 377 2241 2208 2164 47 2117 2086 197 173 111 62 1889 334 289 196 176 93 1869 1842 1767 88
is_linear=0
shrinkage=0.00792826


Tree=2211
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 47 2 1 1 2 52 1 2 13 130 160 16 15 10 4 16 0 52 4 16 133
split_gain=173.863 29.4654 16.3335 15.3762 11.2404 8.40634 6.53196 5.92262 5.35171 4.39234 4.36817 3.98159 1.77643 1.77196 1.76328 1.78924 2.9953 1.75066 2.23362 3.06805 1.78047 1.61482 1.54104 1.45542 1.38219 1.3281 1.24428 1.20608 1.73854 1.88831
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.077845000000000011 0.087135000000000004 0.17025000000000004 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -0.0044799999999999987 -0.070634999999999989 -0.013084999999999998 -0.016164999999999995 0.090455000000000021 -0.38851999999999992 0.033845000000000007 -0.12029499999999999 -0.097024999999999986 0.40674500000000008 -0.39518999999999993 0.013515000000000001 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 -6 10 13 12 -5 26 -4 -12 23 -17 -3 -19 -20 -21 -10 -15 25 -25 -16 27 -1 -29 -30
right_child=1 2 9 11 7 -7 -8 -9 21 -11 14 -13 -14 22 15 16 -18 18 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0020657709633126126 0.0016646683953577585 0.00061032762462665837 0.00035100504319095411 0.0015238826407894886 0.0014379973925756418 0.0010570456767908195 0.00088308111783224675 0.0007594343378422466 0.0022208523735442079 0.00094390654129256004 0.0018725763478705999 0.00086969716147516961 0.0016375093137674691 0.00025565132399380495 0.001988178875312815 0.00091525516464116931 0.0015721280422782917 0.00038253170063843017 0.0013195711482074234 0.00089538834519325592 0.00041397053036518731 0.0018139606033902996 -0.00026825818748440691 0.0016085093595176385 0.0013649477854793192 0.0016145008385856231 0.0014329978112522289 0.0017712687218862087 0.0012289819742238729 0.0017357054479149843
leaf_weight=27 76 175 110 28 86 48 22 40 47 22 43 67 399 26 21 23 41 20 29 63 22 37 22 96 102 522 25 818 27 37
leaf_count=27 76 175 110 28 86 48 22 40 47 22 43 67 399 26 21 23 41 20 29 63 22 37 22 96 102 522 25 818 27 37
internal_value=0 0.000808863 0.000703104 0.00163706 0.000855833 0.00166044 0.0016731 0.00122258 0.00168078 0.00033401 0.00166688 0.00106251 0.00171888 0.000249087 0.00158513 0.00156978 0.00133606 0.000706286 0.000831605 0.000910389 0.000770786 0.00204163 1.55261e-05 0.00158996 0.00148304 0.00162895 0.00175364 0.00176246 0.00175318 0.00152193
internal_weight=0 691 615 2430 435 2335 2287 126 2265 180 2181 95 1333 158 848 805 64 309 134 114 85 84 48 741 198 543 934 909 882 64
internal_count=3121 691 615 2430 435 2335 2287 126 2265 180 2181 95 1333 158 848 805 64 309 134 114 85 84 48 741 198 543 934 909 882 64
is_linear=0
shrinkage=0.00145689


Tree=2212
num_leaves=31
num_cat=0
split_feature=1 4 105 3 41 2 43 2 0 2 43 12 475 1 0 131 131 403 131 131 13 43 42 1201 43 14 1 16 1 123
split_gain=1.80489 0.852643 0.918119 1.08072 0.652751 0.614708 0.71729 0.578991 0.415662 1.06561 0.605766 0.399373 0.379602 0.928071 0.41582 0.383863 0.767058 0.536072 0.465754 0.623738 0.427455 0.474053 0.39735 0.390942 0.407517 0.358025 0.403836 0.432887 0.43031 0.528968
threshold=0.096325000000000008 -0.15764999999999998 1.0000000180025095e-35 0.51139500000000016 0.093890000000000015 0.088125000000000023 0.0041500000000000009 -1.0000000180025095e-35 0.034820000000000011 0.10855000000000002 -0.065269999999999981 0.087215000000000015 -0.088274999999999978 0.080270000000000022 -0.085939999999999989 0.090495000000000006 0.089325000000000015 -0.50388999999999984 0.07635500000000002 0.086090000000000014 -0.0065549999999999992 -0.080419999999999978 -0.077669999999999989 -0.078914999999999985 -0.53814999999999991 -0.22253999999999999 0.13869000000000004 -0.44310499999999992 0.10439500000000002 0.08128500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 7 25 -3 12 10 -10 -9 13 14 -1 16 18 -17 23 -20 22 -22 -19 -14 -25 -7 28 -28 29 -27
right_child=1 2 -4 -5 -6 6 -8 11 9 -11 -12 -13 15 -15 -16 17 -18 20 19 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00038267448166354781 0.0014480287367152377 0.00036918751093850991 0.0025056410633238495 -0.0013589216652932009 0.002299738608435957 0.00108452236674411 -0.0011724863452684242 0.0023082801092169643 0.00019845404813961535 -0.00085896368042427619 0.0016541701695055545 0.0010508281888586661 -4.0244165976709932e-06 -0.0010201377851048886 0.0022140925619689718 0.0003684385254782963 -0.00054601378655052407 0.0029463432102109122 0.0032898809853986345 0.0013315268106637089 0.0019243495716900253 0.00037962420930727551 0.0018095673684558034 0.0024730985942391201 0.0012541101090763019 -0.0014899979980906512 0.00044004607181501615 -0.0014245295443955923 0.00062986923809053451 0.00064645915613009827
leaf_weight=20 131 110 22 24 20 64 25 25 37 28 74 170 21 21 23 24 20 39 23 36 40 30 83 24 1695 20 21 22 209 20
leaf_count=20 131 110 22 24 20 64 25 25 37 28 74 170 21 21 23 24 20 39 23 36 40 30 83 24 1695 20 21 22 209 20
internal_value=0 0.000756427 0.000635949 0.000579602 0.000645501 0.000597272 0.000348479 0.00090806 0.00125238 0.000760435 0.00116893 0.00121204 0.00128496 0.000580543 0.00136227 0.00130711 0.00126315 0.00167735 0.00128326 0.00209495 0.00184096 0.00126232 0.00217296 0.00125574 0.00127113 0.000455288 0.000317374 -0.000513923 0.000460931 -0.000421769
internal_weight=0 883 752 730 706 686 381 305 2238 139 111 195 2099 64 43 2035 1819 216 1799 59 192 70 122 1740 1719 356 292 43 249 40
internal_count=3121 883 752 730 706 686 381 305 2238 139 111 195 2099 64 43 2035 1819 216 1799 59 192 70 122 1740 1719 356 292 43 249 40
is_linear=0
shrinkage=0.00928922


Tree=2213
num_leaves=31
num_cat=0
split_feature=1 12 1375 2 14 2 1 43 3 1 3 1 48 15 16 43 4 42 4 150 1373 1427 4 16 1446 481 1419 51 51 3
split_gain=1.49048 0.514962 0.522372 0.564502 0.417052 0.389254 0.361424 0.35234 0.443644 0.455006 0.418708 0.542967 0.386712 0.358914 1.07524 0.357249 0.413795 0.364832 0.338544 0.317426 0.377907 0.395378 0.832367 0.436368 0.520818 0.532578 0.47905 0.349867 0.639259 0.39571
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.14122000000000004 0.081185000000000021 -0.15339499999999998 0.16773500000000005 -0.078139999999999973 0.12178000000000001 0.10937500000000001 -0.0037349999999999996 0.095950000000000021 -0.024949999999999996 -0.085319999999999993 0.013515000000000001 -0.11720999999999999 1.0000000180025095e-35 -0.035074999999999988 0.40124500000000002 -0.091839999999999991 0.086880000000000013 0.083935000000000023 -0.016959999999999999 0.042200000000000008 0.087090000000000015 -1.0000000180025095e-35 0.085980000000000015 -0.17083999999999996 -0.089344999999999994 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -3 -2 15 10 -10 11 -9 -12 -14 -15 17 -17 -4 19 -7 21 23 -23 -21 25 -25 27 29 -29 -27
right_child=6 5 3 -5 -6 18 -8 8 9 -11 12 -13 13 14 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00048597573904801255 0.00044182124557367328 0.0021540759453854657 0.00035787457206862142 -0.00054403201669654634 0.0018336000228035862 0.002045110541916504 -0.00062973692583062472 0.0010896010971173421 -0.00069738821215669603 0.00081551667487160301 0.00047424023615265203 -0.00032499092801262984 0.0010457697387242124 0.0032337029827525857 0.0012025336068816547 0.00053124544975744522 -0.00056259944649674181 0.0018436596419989003 0.00016893964618364224 0.0010559111910556772 4.9115150734424413e-05 0.0027860748524728279 0.00083766624110181076 0.0019712445703871664 -0.00042133407584454737 0.0012748345104625974 0.0015805958175717577 -0.0007292015929660317 0.00062337729473639126 -1.1885130129534805e-05
leaf_weight=23 311 20 23 21 27 20 23 48 21 38 36 30 89 25 61 82 33 22 33 1621 28 26 35 26 24 87 42 27 199 20
leaf_count=23 311 20 23 21 27 20 23 48 21 38 36 30 89 25 61 82 33 22 33 1621 28 26 35 26 24 87 42 27 199 20
internal_value=0 0.000951136 0.00073218 0.000782571 0.000834643 0.00100855 0.000368031 0.000781549 0.000928847 0.000277025 0.00106192 0.000545527 0.00125281 0.00141298 0.00179299 0.000461175 0.00021736 0.00108426 0.000998082 0.00101078 0.00100109 0.00101374 0.00166814 0.00099423 0.000758969 0.000829611 0.000750458 0.000645755 0.000461786 0.00103433
internal_weight=0 2787 579 556 535 2208 334 508 348 59 289 78 211 175 86 160 115 45 2188 2155 2135 2107 61 2046 425 401 375 333 226 107
internal_count=3121 2787 579 556 535 2208 334 508 348 59 289 78 211 175 86 160 115 45 2188 2155 2135 2107 61 2046 425 401 375 333 226 107
is_linear=0
shrinkage=0.00824856


Tree=2214
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1375 14 34 97 131 2 131 0 13 16 12 41 149 49 0 0 12 150 16 1419 51 2 1 133 50 4
split_gain=1.20729 0.475888 0.581775 0.596316 0.429884 0.41608 0.322013 0.507615 0.442841 0.754629 0.58201 0.325664 0.397573 0.440062 0.405358 0.318389 0.340041 0.366124 0.32391 0.625922 0.41021 0.368714 0.365614 0.483445 0.472522 0.443802 0.680997 0.630196 0.51402 0.406906
threshold=0.12000500000000001 1.0000000180025095e-35 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.087740000000000012 -0.038779999999999995 -0.079444999999999988 0.096070000000000016 0.31358000000000003 0.10548500000000001 0.030935000000000004 -0.0025349999999999995 0.052820000000000013 -0.086254999999999984 0.089785000000000018 0.079625000000000015 -0.14917999999999998 -0.14920999999999998 -0.14116499999999996 0.085250000000000006 -0.091259999999999994 0.013515000000000001 0.082370000000000013 0.13995500000000002 0.08919500000000001 0.081670000000000006 0.087170000000000011 1.0000000180025095e-35 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -2 9 11 -10 12 14 -14 -8 16 17 -4 20 -20 -19 -21 24 25 29 26 27 -24 -27 -23
right_child=6 -3 15 -5 5 -7 8 -9 10 -11 -12 -13 13 -15 -16 -17 -18 18 19 21 -22 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00044612572405126151 0.00059390023193339671 0.0018480259590784645 -0.0001596634594929484 -0.00062596217558311487 0.00068117159685613412 0.0019192730157428868 0.00069185406764736795 -0.0012348686869236036 0.0022285932738954528 -0.0011178187666302194 0.00029129432177777271 0.0014004280295416252 0.0012382846022888641 -1.938747815662945e-05 -0.00035103745612561916 6.1627225884654553e-05 0.0017128777840552541 0.0024259140881492734 -0.00043632208303957988 0.0020394824721309246 0.00094293889791766431 0.0010497462697109873 -0.0016061423884854216 0.0014354564201069335 6.6420209429569977e-05 0.00065244439211817145 0.00068752324907657544 0.00034278472533347579 0.0017288457494107133 0.00058234234898355366
leaf_weight=23 21 35 22 26 489 20 41 22 21 24 23 23 54 31 74 30 39 23 24 21 31 1360 23 57 39 246 73 24 36 146
leaf_count=23 21 35 22 26 489 20 41 22 21 24 23 23 54 31 74 30 39 23 24 21 31 1360 23 57 39 246 73 24 36 146
internal_value=0 0.000873143 0.000860744 0.000618176 0.00067898 0.00072982 0.000337853 -0.000341749 0.000438275 0.000299748 0.00121591 0.000452311 0.000343278 0.000779604 2.0776e-05 0.000922437 0.00093437 0.000920082 0.000931378 0.000914427 0.00157458 0.000930436 0.000918814 0.000710317 0.000980756 0.000607499 0.000178956 -0.000610946 0.000789857 0.00100443
internal_weight=0 2787 2752 558 532 509 334 43 291 247 44 223 200 85 115 2194 2164 2125 2103 2049 54 2025 2004 459 1545 402 120 47 282 1506
internal_count=3121 2787 2752 558 532 509 334 43 291 247 44 223 200 85 115 2194 2164 2125 2103 2049 54 2025 2004 459 1545 402 120 47 282 1506
is_linear=0
shrinkage=0.00841354


Tree=2215
num_leaves=31
num_cat=0
split_feature=96 4 52 3 14 1 48 48 150 49 42 157 51 121 11 48 48 51 4 43 157 16 52 43 0 4 0 43 1213 1212
split_gain=1.04724 0.810322 0.481254 0.475268 0.412949 0.523677 0.405355 0.5079 0.604723 0.391865 0.363419 0.330933 0.500632 0.457451 0.355178 0.326995 0.569354 0.849098 0.540048 0.470553 0.7912 0.58959 0.603617 1.05618 0.586961 0.560184 0.535319 0.525853 0.48563 0.523916
threshold=0.087655000000000025 0.2623950000000001 0.039215000000000007 0.42240500000000009 -0.24175999999999997 0.14173500000000003 -0.080269999999999994 -0.074214999999999989 0.10375000000000002 -1.0000000180025095e-35 0.088670000000000013 -0.50331999999999988 0.22234000000000001 -0.081149999999999986 0.096970000000000015 0.10990500000000002 0.093265000000000015 0.10174000000000001 -0.49405499999999997 -0.0019149999999999998 -0.085154999999999995 -0.081779999999999978 0.0031350000000000002 1.0000000180025095e-35 -0.13455999999999999 -0.084369999999999987 0.051010000000000007 0.057265000000000003 0.12428000000000002 0.10654500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 11 -3 -8 9 -9 -11 -6 13 -13 15 16 18 -18 -15 26 -21 24 25 -24 -22 -23 28 -25 29 -20
right_child=-2 2 -4 -5 5 -7 7 8 -10 10 -12 12 -14 14 -16 -17 17 -19 19 20 21 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0013253161598149898 -0.00059283528409525058 0.0010316685213875422 0.00060672286868688845 -0.00072995608515729639 0.0011909531140421193 -0.00018784196974569244 -0.00077504258224292638 -0.00066208647395045949 0.001124527917146279 0.00045001694083883237 -0.0001253659547832977 0.0014202895891064784 -0.00010921545455879982 0.00098657273796296874 -7.0151993003882815e-05 0.00092467614765494636 0.00040687928674699233 -0.00080535843768420631 0.00063347380145106953 0.0015799170612459854 3.8102613535207491e-05 -0.0001831417088469169 -0.0010816389552825378 0.00072743340504911598 0.00072821093400814206 0.00057485923365059328 -0.00024739694910344659 -0.0001496453213400174 0.0012274373741292682 -0.00030098838445416666
leaf_weight=26 30 20 112 21 31 33 20 21 24 95 68 23 39 116 31 94 126 25 1408 21 55 44 30 41 233 176 25 62 49 22
leaf_count=26 30 20 112 21 31 33 20 21 24 95 68 23 39 116 31 94 126 25 1408 21 55 44 30 41 233 176 25 62 49 22
internal_value=0 0.000535233 0.000275769 0.000137974 0.000571711 0.000564411 0.000211468 0.000139521 0.00022746 0.000110451 0.00020998 0.000573775 0.000566472 0.000576682 0.000569097 0.000576939 0.000563504 0.000206178 0.000587149 0.000565757 0.000432268 0.00039467 0.00023007 -8.94918e-05 0.000596419 0.000423259 0.000624514 0.000199483 0.000639252 0.000619097
internal_weight=0 3091 381 269 2710 2684 248 228 208 184 163 2651 2620 2581 2558 2527 2433 151 2282 2166 662 641 353 133 288 220 1504 103 1479 1430
internal_count=3121 3091 381 269 2710 2684 248 228 208 184 163 2651 2620 2581 2558 2527 2433 151 2282 2166 662 641 353 133 288 220 1504 103 1479 1430
is_linear=0
shrinkage=0.00600863


Tree=2216
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 4 1 2 2 1 2 2 52 159 1 11 150 49 2 3 12 15 1 49 3 52 4
split_gain=146.731 25.0918 12.2808 11.77 8.79062 8.49701 5.38855 5.04471 4.39034 4.30413 3.99829 2.98126 2.26776 2.1453 2.35553 2.12033 2.11634 2.10187 3.2434 2.09301 1.81524 1.67143 1.65139 1.56443 1.48935 1.39353 1.38113 1.28357 1.23661 1.74158
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.27834500000000006 0.062655000000000016 -0.064804999999999988 0.09253500000000002 0.089885000000000007 0.14753000000000002 0.091195000000000012 -0.0050599999999999994 1.0000000180025095e-35 -0.56176499999999996 0.082585000000000006 0.088975000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -0.054984999999999992 0.11474000000000002 0.097915000000000016 0.095780000000000018 -0.41942499999999994 0.13075500000000004 -0.054984999999999992 -0.10831999999999999 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 16 6 7 10 -6 -4 12 13 28 -10 -15 -12 19 23 22 21 -2 -3 -19 27 -13 -5 -21 -17 29 -1
right_child=1 4 9 25 8 -7 -8 -9 11 -11 15 24 -14 14 -16 17 -18 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024380274292604494 0.0014303649347093489 0.0016283218972720785 0.0018471465458953305 0.0012292607807201947 0.0013551075422985268 0.0013398048381846762 0.0012376568646199561 0.0023559502376009618 0.00061108796704525221 0.0011741272720184753 0.0022239823738067046 0.00074924656002585974 0.0018870019663380527 0.0013854150900217488 0.0008476784590024524 0.0017132882337832817 0.00090413550018122134 0.0010776163197204057 0.0021210957964514256 0.0012796092593211593 0.0018849079781178106 0.0011216552143287605 0.0016655185878155037 0.0018170813572690517 0.00033513016501337547 0.00079811418011016533 0.00080900723253727756 0.0019861798315571641 0.0017477550797386815 0.0020550428592496298
leaf_weight=28 24 52 34 61 28 48 22 84 61 61 43 32 216 24 85 44 38 21 20 38 127 21 23 301 53 24 23 396 29 1060
leaf_count=28 24 52 34 61 28 48 22 84 61 61 43 32 216 24 85 44 38 21 20 38 127 21 23 301 53 24 23 396 29 1060
internal_value=0 0.00115764 0.00194922 0.00155869 0.000949619 0.00197095 0.0019842 0.00199145 0.00078537 0.001415 0.00197741 0.000722811 0.00202917 0.0008387 0.000966079 0.00189604 0.00121987 0.00187852 0.00161498 0.0013094 0.00181266 0.00148257 0.00138493 0.00190129 0.000491033 0.00110753 0.00110217 0.00195889 0.00205667 0.0020649
internal_weight=0 691 2430 236 455 2335 2287 2265 283 95 2181 255 1333 170 109 848 172 805 64 134 151 73 44 741 85 85 61 440 1117 1088
internal_count=3121 691 2430 236 455 2335 2287 2265 283 95 2181 255 1333 170 109 848 172 805 64 134 151 73 44 741 85 85 61 440 1117 1088
is_linear=0
shrinkage=0.00151575


Tree=2217
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 2 1 2 15 14 1 0 52 159 1 52 47 1 0 4 14 0 12 52 16 3
split_gain=126.379 21.5294 12.8838 10.0032 8.15563 6.20853 4.72817 4.0081 3.78375 3.94299 3.67388 3.61254 2.7936 2.56515 1.82279 1.53161 1.39454 1.31043 1.47077 1.28231 1.28082 1.19532 1.73798 1.14436 1.08879 1.08508 1.07685 1.06097 1.0317 1.01246
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.089775000000000008 0.42051500000000003 0.14285500000000004 0.09253500000000002 0.11474000000000002 -0.41396999999999995 0.062655000000000016 0.086920000000000011 -0.23091999999999999 -0.56176499999999996 0.082585000000000006 0.089770000000000016 0.12492500000000002 0.090100000000000013 0.085110000000000005 -0.070154999999999981 0.038415000000000012 -0.45687499999999998 -0.097734999999999989 0.10124000000000001 0.40674500000000008 -0.12029499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 13 9 -4 -5 26 24 14 27 -9 -17 18 23 20 29 22 -19 25 -10 -18 -6 -1 -25 -3
right_child=1 2 8 10 11 -7 -8 15 12 -11 -12 -13 -14 -15 -16 16 17 21 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0018359240886797971 0.0017397417957924234 0.00071746549485557495 0.0010392491094015422 0.001628212582591956 0.0017587015009476079 0.0011824749491120762 0.0010310276897611984 0.0012469751576421665 0.00087336900838901792 0.00049576330449818381 0.00099398152549841465 0.00089282759502030094 5.3399559165222088e-05 0.0021186878033939219 0.0017023519998268307 0.0019511521906782495 0.0020069852140452713 0.0018568645886321727 0.0013717537197535216 0.0012855317318850486 0.0011669733216130066 0.0021560239641981436 0.0014046186399634506 0.0016908759729561248 0.00049009690976305968 0.0016765196010286002 0.0013995032510311103 0.0015130065889431936 0.0014273602582245228 0.00094705294696303575
leaf_weight=895 76 96 76 34 42 48 22 20 22 55 61 23 33 59 402 43 25 82 46 20 31 20 27 61 91 475 38 25 85 88
leaf_count=895 76 96 76 34 42 48 22 20 22 55 61 23 33 59 402 43 25 82 46 20 31 20 27 61 91 475 38 25 85 88
internal_value=0 0.000963432 0.000867497 0.00171276 0.00107008 0.00173276 0.00174431 0.00175124 0.000620307 0.000811068 0.00122097 0.00143283 0.000449145 0.00180328 0.0017892 0.00166995 0.00167974 0.00166553 0.00163886 0.000911082 0.000876249 0.00180859 0.00174484 0.00165788 0.000564716 0.00169304 0.00158808 0.00182715 0.00153746 0.000827268
internal_weight=0 691 615 2430 338 2335 2287 2265 277 131 95 103 146 1381 1322 884 864 821 692 235 215 129 109 646 113 500 80 920 146 184
internal_count=3121 691 615 2430 338 2335 2287 2265 277 131 95 103 146 1381 1322 884 864 821 692 235 215 129 109 646 113 500 80 920 146 184
is_linear=0
shrinkage=0.00154607


Tree=2218
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 2 1 14 0 2 50 151 4 2 52 159 1 1 160 3 2 1 0 15 16 52
split_gain=144.932 26.7039 15.357 10.9461 8.82375 7.17113 4.75057 4.64107 5.49152 4.21933 3.17666 2.93303 2.41321 2.39561 1.96487 1.79916 1.48523 1.47865 1.45396 1.49637 2.28028 1.40133 1.34849 1.37536 1.30659 1.27714 1.74623 1.26531 1.26157 1.19528
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.13501500000000002 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.092845000000000025 0.062655000000000016 -0.23091999999999999 -0.090999999999999984 0.086295000000000011 -0.088784999999999989 0.033845000000000007 0.11510000000000002 -0.56176499999999996 0.082585000000000006 0.089770000000000016 0.085605000000000014 -0.067824999999999983 -0.016324999999999996 0.086100000000000024 0.085110000000000005 -0.070154999999999981 -0.12255999999999999 -0.0094449999999999968 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 11 12 8 -4 -6 -5 13 -7 -1 -9 -3 28 27 -14 20 -20 29 -10 -24 -23 26 -21 -18 -17 -15
right_child=1 2 7 10 9 6 -8 14 22 -11 -12 -13 18 21 -16 16 17 -19 19 25 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013909070855693791 0.0019396691160308514 0.0012822250694503135 0.0011639499885987177 0.0017034311736543626 0.0017174114748201624 0.0013093700232044328 0.0012819454574255532 0.00025718017211194164 0.0009112052437067013 0.00093416847743173421 0.0010881688734620889 0.0023282655259962968 0.0021205326340205102 0.0020102197518435129 0.00080416047116391284 0.00093471318488788126 0.00092864398695293566 0.00085299365969902286 0.00180742388454862 0.0020196406504770885 0.0014500799199344033 0.0019076815739309944 0.00074069213138070941 0.00028485992604281691 0.0015057585179396927 0.0023533786006270326 0.0015399963850451345 0.0014689662865428194 0.00054172073277761743 0.0016390315167365151
leaf_weight=20 76 40 66 37 81 25 48 90 22 24 58 59 43 866 22 45 20 57 636 84 52 408 28 49 23 20 27 28 43 24
leaf_count=20 76 40 66 37 81 25 48 90 22 24 58 59 43 866 22 45 20 57 636 84 52 408 28 49 23 20 27 28 43 24
internal_value=0 0.00102217 0.000908785 0.00187373 0.00114349 0.00189594 0.00178468 0.000622392 0.000797362 0.00153838 0.0013278 0.00197024 0.00181188 0.00195449 0.000364623 0.000965535 0.0008999 0.00103166 0.00182646 0.00181102 0.00178042 0.00196302 0.00055297 0.000450617 0.00188623 0.00197174 0.00190297 0.00124383 0.000742683 0.00200021
internal_weight=0 691 615 2430 338 2335 935 277 165 105 95 1400 887 1341 112 233 193 105 862 819 688 1321 99 77 431 131 111 48 88 890
internal_count=3121 691 615 2430 338 2335 935 277 165 105 95 1400 887 1341 112 233 193 105 862 819 688 1321 99 77 431 131 111 48 88 890
is_linear=0
shrinkage=0.0016407


Tree=2219
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 2 2 4 1 0 3 4 14 474 52 123 156 48 4 15 157 42 3 47 160 0
split_gain=126.911 21.5664 13.2925 10.8246 8.2624 6.73997 4.56337 3.91673 4.13179 3.68895 3.62256 3.66902 3.4005 2.36892 2.29801 2.25041 1.74818 1.68646 1.63465 1.63246 1.60464 1.87965 1.46041 2.26054 1.53919 2.15972 2.00834 1.45836 1.35601 1.34429
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.11474000000000002 0.17025000000000004 0.42051500000000003 0.092845000000000025 -0.07929499999999999 0.30112000000000005 0.27834500000000006 -1.0000000180025095e-35 0.079590000000000008 0.12492500000000002 0.088205000000000019 -0.0011799999999999998 0.093265000000000015 -0.49405499999999997 0.050935000000000008 0.065625000000000003 0.087505000000000013 -0.11171999999999999 0.090100000000000013 -1.0000000180025095e-35 -0.15599999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 8 29 -6 11 14 -5 -10 19 16 -9 -18 27 -4 -15 22 -22 24 25 26 -24 -3 -13 -1
right_child=1 2 10 12 9 -7 -8 15 13 -11 -12 28 -14 20 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013264160916449657 0.0015217746635082699 0.00065591965448074134 0.0010085532044273595 0.0013602349744510388 0.0013849299034617213 0.00097652837410240796 0.0018614320775160609 0.0018127380931629964 0.0015950644426981847 0.00072288332670917806 0.00012396333430926061 0.00060394788898684992 0.00079497871441860284 0.0017460141821442213 0.00040184278256979712 0.00092476847620671476 0.0014105136376136045 0.0010231902859799346 0.0011406214557343878 0.00052250175955937002 0.0016613621078441607 0.0011409176009063951 0.0007311063316335542 0.0015161198211469089 0.0015519416524894304 0.0014771548029050836 0.0012668821901597124 0.00099749677141492766 0.00026475949636102644 0.00087671927242645301
leaf_weight=43 76 184 55 37 80 48 84 21 1148 23 54 36 58 46 30 22 290 26 20 20 84 36 27 335 35 36 33 31 82 21
leaf_count=43 76 184 55 37 80 48 84 21 1148 23 54 36 58 46 30 22 290 26 20 20 84 36 27 335 35 36 33 31 82 21
internal_value=0 0.000789612 0.000699133 0.0014972 0.000893032 0.00151682 0.00152816 0.00151545 0.00154255 0.00123709 0.000462535 0.000544521 0.00101513 0.00155563 0.000742626 0.00137622 0.0014057 0.00137865 0.00074223 0.000878939 0.001484 0.00146343 0.00148454 0.00145267 0.0012904 0.00119505 0.00102578 0.00070517 0.000368241 0.00117886
internal_weight=0 691 615 2430 338 2335 2287 2203 1844 103 277 223 95 1780 105 359 337 316 235 75 632 586 550 466 131 96 60 215 118 64
internal_count=3121 691 615 2430 338 2335 2287 2203 1844 103 277 223 95 1780 105 359 337 316 235 75 632 586 550 466 131 96 60 215 118 64
is_linear=0
shrinkage=0.00145689


Tree=2220
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 1 2 14 0 15 0 4 16 50 4 3 43 4 16 47 50 43 52 1 131 16
split_gain=141.396 23.5332 13.3638 11.7298 8.39302 7.46505 5.06402 3.97106 4.02486 3.76757 3.69128 3.05088 3.20286 3.18257 2.9001 2.89715 2.80144 1.83732 1.81009 2.18721 2.29876 3.01535 1.60576 1.42658 1.39971 1.98468 1.3638 1.25784 1.24671 1.21184
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.042705000000000007 0.14285500000000004 0.40945500000000007 0.092845000000000025 0.11474000000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.40124500000000002 -0.44310499999999992 0.086295000000000011 -0.49013999999999996 -0.11171999999999999 -0.15582499999999996 -0.16363499999999997 -0.039889999999999988 0.090100000000000013 0.083640000000000006 -0.018859999999999998 -0.16675999999999999 0.11588000000000001 0.091440000000000007 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 11 8 -4 -5 27 12 13 -1 -14 16 -8 29 24 20 -20 -22 -15 -3 25 -16 -13 -6 -2 -9
right_child=1 2 7 9 10 -7 15 17 -10 -11 -12 26 14 22 18 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002179581686836041 0.0020249858779507967 0.00093217215102039312 0.0011536071841295927 0.0017301730290685041 0.0018997391244939717 0.0012694281619016162 0.0020122929281553704 0.00049241430825003839 0.00063352339179006338 0.0010775414559158413 0.00098298819135692939 0.0018861903794277718 0.0019886105668534132 0.0012404790275417014 0.0014975928471383825 0.0011785095973601617 0.0016555894480573007 0.00085857216085608674 0.001976327873625732 0.0018531138854603159 0.0017138863217835934 0.00086821323630497532 0.0017627029301984941 0.0012896424474528807 0.0024084089023636178 0.0020607677310803237 0.0023722346206357368 0.0014822388321091649 0.0015548599988199074 0.00011141579812218532
leaf_weight=20 54 192 63 37 43 48 81 54 99 60 23 20 1178 39 20 24 192 22 21 474 24 20 25 34 21 85 59 33 20 36
leaf_count=20 54 192 63 37 43 48 81 54 99 60 23 20 1178 39 20 24 192 22 21 474 24 20 25 34 21 85 59 33 20 36
internal_value=0 0.00104215 0.000936431 0.00187465 0.00115703 0.00189726 0.00191035 0.000674766 0.000835778 0.00132648 0.00154759 0.00193937 0.00192667 0.0016195 0.00194067 0.00171432 0.00176142 0.000441874 0.00185574 0.00181517 0.00153847 0.00132949 0.00144447 0.000985951 0.00202932 0.0019535 0.00224919 0.00171846 0.00189792 0.000340015
internal_weight=0 673 599 2448 325 2351 2303 274 162 97 99 2006 1927 84 1843 297 273 112 665 539 65 44 64 226 126 105 79 76 74 90
internal_count=3121 673 599 2448 325 2351 2303 274 162 97 99 2006 1927 84 1843 297 273 112 665 539 65 44 64 226 126 105 79 76 74 90
is_linear=0
shrinkage=0.00160853


Tree=2221
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 4 0 0 15 3 132 43 2 52 4 15 16 16 4 156 48 151 4 47 3
split_gain=112.675 18.7474 10.9129 9.15757 6.61116 5.82192 3.89102 3.51568 3.41294 2.73392 2.67445 2.44414 2.57165 2.36998 2.19218 2.01434 1.79139 2.07452 1.73255 2.00038 1.57236 1.54389 1.51049 1.21457 1.37793 1.20261 1.18936 1.02967 0.961627 1.09635
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.13082500000000002 0.092845000000000025 0.40473500000000007 -0.11173999999999999 -0.07929499999999999 -0.098289999999999975 0.31370500000000007 0.10365500000000001 -0.06984499999999999 0.14285500000000004 1.0000000180025095e-35 0.24564500000000003 -0.41396999999999995 -0.039889999999999988 -0.14771999999999999 -0.012509999999999999 -0.0071349999999999998 0.093265000000000015 -0.088784999999999989 0.49041500000000005 0.090100000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 11 14 -5 -6 13 -13 -1 16 20 -4 27 19 22 -16 -15 -9 24 -14 -26 -3 -18 29 -28
right_child=1 2 8 9 10 -7 -8 18 -10 -11 -12 12 23 21 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0017238117361978633 0.0015082566133136444 0.00094343554318690134 0.00027634136399972233 0.0013394693131901548 0.0013527166567438628 0.00094515248096119382 0.0018690915244061531 0.0016288751642698919 0.00086690033927038889 0.00076868985706525733 0.00079106769766283625 0.0015931801177087343 0.0018026648919520914 0.00088418797076368855 0.00028045838674500888 0.00049129751230391969 0.0010173309767781686 0.00020131072661458071 0.0015080462269274856 0.00084091868393250293 -0.00028246286181137306 0.0014119775577407572 0.0012335633928334175 0.001238113158454275 0.0014817451742522982 0.0010720258202970903 0.00046116947264219154 0.00056390347295804982 0.00096353332988439804 0.00072470420887790332
leaf_weight=22 76 40 82 37 74 48 84 33 37 58 33 1177 35 37 22 26 28 22 106 28 34 25 123 58 539 20 86 26 21 84
leaf_count=22 76 40 82 37 74 48 84 33 37 58 33 1177 35 37 22 26 28 22 106 28 34 25 123 58 539 20 86 26 21 84
internal_value=0 0.000739497 0.000644495 0.00149033 0.000842348 0.00151065 0.00152252 0.0015093 0.000403072 0.000990993 0.0011795 0.00153482 0.00154739 0.00126117 0.000331565 0.000113903 0.000444529 0.000625995 0.00134096 0.00124471 -6.13152e-05 0.00109701 0.00131719 0.00146473 0.00148686 0.00146709 0.000686179 0.000799014 0.000632303 0.000591387
internal_weight=0 691 615 2430 338 2335 2287 2203 277 95 107 1913 1829 84 240 82 158 76 290 184 56 62 156 652 594 559 231 54 191 170
internal_count=3121 691 615 2430 338 2335 2287 2203 277 95 107 1913 1829 84 240 82 158 76 290 184 56 62 156 652 594 559 231 54 191 170
is_linear=0
shrinkage=0.0016407


Tree=2222
num_leaves=31
num_cat=0
split_feature=1 155 105 2 51 402 0 10 160 454 124 51 47 12 12 133 484 47 151 4 43 16 16 4 49 52 133 475 42 43
split_gain=3.69368 1.01003 0.963101 1.08921 0.579111 0.601917 0.530331 0.508479 0.481019 0.466549 0.471327 0.460795 0.591499 0.404893 0.581376 0.609239 0.614126 0.477154 0.430922 0.615965 0.860599 0.547283 0.390017 0.358555 0.352023 0.635743 0.54095 0.444628 0.440014 0.432967
threshold=0.10312500000000001 0.084785000000000013 1.0000000180025095e-35 0.31358000000000003 -0.42247999999999991 0.09388500000000001 0.22582000000000002 -0.086389999999999981 -0.24498999999999996 -0.037229999999999992 0.0049200000000000008 0.10876000000000001 0.11370000000000001 0.11734000000000001 0.096475000000000019 0.089200000000000015 0.085905000000000009 0.10589000000000001 -0.073794999999999986 0.056795000000000005 -0.072864999999999985 -0.0024749999999999993 -0.074319999999999983 0.0061450000000000003 0.11560500000000001 -0.11183499999999999 0.098785000000000012 0.068270000000000011 0.083935000000000023 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 8 7 -1 -6 -10 11 13 23 14 15 16 17 18 -11 21 -21 -20 -16 -13 27 26 -26 29 -27 -9
right_child=1 -3 -4 -5 5 -7 -8 24 9 10 -12 12 -14 -15 22 -17 -18 -19 19 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00023579466174795667 0.0017358391872504175 0.0016078147260194639 0.0023223562577512854 -0.00078333804086915676 0.0016999979394197939 -0.00035915869867836738 0.00022950130749855503 0.0015110742127491109 -0.00038746139051705264 0.0010227054547764563 -0.00013816395633584123 0.0012134467906659125 0.00048640047131412554 0.0014663845602524588 -0.0008274861667538193 -0.00018405019733150192 0.0017592143342833589 0.0015471136279226738 0.00035858652451151965 -0.00039116012303816141 0.0012326715319589479 -0.0012629854094655499 0.00053395419291117467 0.0025940233078686238 0.0020647833373229254 -0.00029432823316446018 0.00060192519583605907 0.0022777407315427664 0.00098589159063486678 0.0012835344656762825
leaf_weight=20 30 78 20 28 27 30 21 1508 22 77 33 21 27 34 24 36 36 33 26 27 56 21 23 21 43 23 21 36 43 676
leaf_count=20 30 78 20 28 27 30 21 1508 22 77 33 21 27 34 24 36 36 33 26 27 56 21 23 21 43 23 21 36 43 676
internal_value=0 0.000804364 0.000708246 0.000657166 0.000723945 0.000671058 0.00141152 0.001422 0.000727872 0.000677103 0.000724417 0.00078603 0.00134913 0.000687166 0.000613368 0.000730057 0.000849288 0.0007128 0.000579793 0.000317453 0.000704437 -0.000365946 -0.000161249 0.00190374 0.00143209 0.00105423 0.00158478 0.00145422 0.000539754 0.00144065
internal_weight=0 730 652 632 604 574 2391 2370 544 517 495 462 69 393 359 312 276 240 207 130 83 47 47 42 2350 130 64 2220 66 2184
internal_count=3121 730 652 632 604 574 2391 2370 544 517 495 462 69 393 359 312 276 240 207 130 83 47 47 42 2350 130 64 2220 66 2184
is_linear=0
shrinkage=0.00747098


Tree=2223
num_leaves=31
num_cat=0
split_feature=1 12 44 1456 1 3 132 3 151 157 9 130 4 52 52 157 39 15 14 97 2 1 42 147 1 1 2 4 2 51
split_gain=3.04207 0.929415 0.532879 0.570629 0.507444 0.468152 0.576558 0.503521 0.434272 0.447164 0.406918 0.393424 0.511195 0.348332 0.419862 0.40575 0.441246 0.496685 0.339272 0.403834 0.444825 0.319491 0.311193 0.353074 0.34144 0.532626 0.633291 0.31774 0.402635 0.377597
threshold=0.11846000000000002 0.051320000000000005 1.0000000180025095e-35 -0.077604999999999993 0.08864000000000001 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.095500000000000015 -0.078969999999999985 0.081890000000000004 -0.0060099999999999989 -0.033174999999999989 0.096795000000000006 0.047850000000000011 -0.080544999999999992 0.10166000000000001 -0.091604999999999978 -0.46166999999999997 -0.0047149999999999996 0.13501500000000002 0.084785000000000013 -0.035074999999999988 0.093875000000000014 0.094090000000000021 0.10871500000000002 0.11362000000000001 0.27834500000000006 -0.0091949999999999983 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 11 7 -7 9 -6 -3 -2 -13 14 15 -5 17 -17 -14 -20 -21 -19 -11 24 -24 27 -27 28 -26 -30
right_child=5 10 -4 4 8 6 -8 -9 -10 22 -12 12 18 -15 -16 16 -18 21 19 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0020692484808283156 -0.00012689663395146211 0.0012589825116973426 0.0019222553494287319 0.00014903703145859254 -6.6137075345411924e-05 9.5720652461254091e-05 0.0009883555313709041 -0.0012718054630096161 -0.00034524093814634329 0.0016924196166137502 0.0021323849666438507 0.0016269107717254458 0.0014729482995874397 0.00034545156377562193 0.0020702130714585626 0.00070876983142337605 0.00035502445972779696 0.0024944765038737945 -0.00047167789957151487 0.00091840076896512442 9.6277038305305244e-05 0.0013294155802175763 0.001340302287973347 0.0015956529201022729 -0.00036565118508764469 0.0017261546473898441 0.00048220741327799756 -0.00059976318518892117 0.0010342223615245963 -0.00015324290598419093
leaf_weight=21 31 2170 28 20 33 52 26 20 21 21 29 31 22 24 30 25 21 28 20 102 54 23 36 25 26 37 54 20 51 20
leaf_count=21 31 2170 28 20 33 52 26 20 21 21 29 31 22 24 30 25 21 28 20 102 54 23 36 25 26 37 54 20 51 20
internal_value=0 0.00120247 0.000937212 0.000885755 0.000837496 0.000484878 5.34552e-05 -0.000284148 0.000675394 0.000741751 0.0012705 0.000647491 0.00075232 0.00116359 0.00129717 0.00109895 0.00129481 0.00155449 0.00061539 0.000508195 0.000633819 0.00196906 0.000833684 0.000766645 0.000681705 0.000567717 0.000987988 0.00024084 0.00041416 0.000699725
internal_weight=0 2763 564 536 515 358 98 72 344 323 2199 260 229 171 147 117 97 76 198 176 156 51 290 269 244 208 91 117 97 71
internal_count=3121 2763 564 536 515 358 98 72 344 323 2199 260 229 171 147 117 97 76 198 176 156 51 290 269 244 208 91 117 97 71
is_linear=0
shrinkage=0.00732449


Tree=2224
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 4 2 14 1 0 15 0 52 15 4 4 12 16 50 43 0 16 1 147 131 43 51
split_gain=125.047 20.6768 11.3329 10.2237 7.4564 6.14476 5.82535 4.30941 3.84391 3.10551 3.07316 2.9655 2.91496 3.30026 2.85768 2.69846 2.32864 2.23211 1.74096 2.23456 1.53589 1.5312 1.46402 1.21125 1.15665 1.14063 1.06573 0.986079 0.971652 0.956762
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.042705000000000007 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.077845000000000011 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 1.0000000180025095e-35 -0.41396999999999995 0.27044500000000005 -0.49013999999999996 0.08401500000000002 -0.039889999999999988 0.083640000000000006 -0.018859999999999998 -0.062294999999999996 -0.12029499999999999 0.11588000000000001 0.08955500000000001 0.09031500000000002 -0.080324999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 6 7 23 10 9 -4 12 -5 13 -1 -14 17 -10 24 21 -20 -15 22 -16 25 -9 -3 -6 -2 -13 -17
right_child=1 2 8 11 26 -7 -8 15 16 -11 -12 28 14 20 18 29 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022666903174652169 0.0020678445014928274 0.0020994679237780795 0.0011539624857415858 0.001831698591064889 0.0010391472858670625 0.0013220005804475674 0.00098051719889214752 0.0019053200075873 0.00063392692474232356 0.00061078342193421873 0.0023190498216324011 0.0012937566079451173 0.0020323276781025112 0.0012404539412278408 0.0015658950668595753 0.0016521651474167777 0.00010820055102715887 0.0010883313960405544 0.0014392671966676868 0.001877325065547797 0.0017932896349102032 0.0025044736817722208 0.0020919185125060557 0.0014279738998712657 0.0015887761593808532 0.0016146276295293293 0.00069018215410925423 0.0016411823308270089 0.00083555383718999056 0.0020514691229349537
leaf_weight=20 52 38 76 28 184 48 40 52 113 55 78 47 1178 39 20 23 33 21 38 497 25 21 81 21 107 24 31 24 20 87
leaf_count=20 52 38 76 28 184 48 40 52 113 55 78 47 1178 39 20 23 33 21 38 497 25 21 81 21 107 24 31 24 20 87
internal_value=0 0.00107634 0.000970466 0.00191575 0.00118443 0.00193853 0.00152633 0.00195146 0.000709381 0.00092591 0.00198027 0.00135584 0.0019665 0.00164933 0.00198101 0.00175313 0.000515098 0.00162184 0.00188901 0.00184621 0.00145641 0.0020767 0.00198776 0.00178938 0.0016923 0.00191179 0.000988831 0.00193311 0.00115698 0.00196798
internal_weight=0 691 615 2430 338 2335 123 2287 277 131 1997 95 1919 84 1835 290 146 180 657 535 64 122 101 83 159 62 215 76 67 110
internal_count=3121 691 615 2430 338 2335 123 2287 277 131 1997 95 1919 84 1835 290 146 180 657 535 64 122 101 83 159 62 215 76 67 110
is_linear=0
shrinkage=0.00174112


Tree=2225
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 0 14 1 15 0 4 150 4 15 2 1 1 0 1 1 16 0 15 3
split_gain=177.464 22.9249 19.2618 11.0421 11.0025 8.34935 6.55364 5.64296 5.07427 5.16183 4.76395 4.12867 3.48439 3.40001 2.56985 2.52872 2.42412 2.30361 2.19657 3.01118 2.80601 2.1198 2.10818 1.92967 1.89494 1.75213 1.72197 1.68979 2.52626 1.52826
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14530500000000005 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.10124500000000002 0.13592500000000005 -0.071339999999999987 -0.04890499999999999 0.091105000000000005 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.13436000000000001 0.122715 -0.092404999999999973 0.12958500000000003 0.16175000000000003 -0.073849999999999985 -0.11242999999999999 -0.095244999999999982 -0.20241999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 8 12 -6 -3 24 14 -1 27 15 23 17 -11 -9 20 -20 -13 -18 -2 -8 -10 -7 -25 28 -4 -28
right_child=1 5 6 -5 7 25 10 13 9 16 -12 18 -14 -15 -16 -17 21 -19 19 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.0028755538566474898 0.0021639763017692226 0.00079254857512779133 0.002463412948825051 0.0011951796793640379 0.0023136195797835817 0.00068304617593931475 0.0025638330309501025 0.0020061103454294682 0.002131087871592701 0.0016848752994871861 0.0019404093220460454 0.0025295376489835935 0.0028322848072428342 0.0012937978263763156 0.0016969834752809407 0.0012026169875265775 0.001151059656326611 0.0013610681218896913 0.0021159249330671625 0.0014561381101535831 0.0017938700151915493 0.00060873745071287559 0.0016398290390714798 0.0023494137610292937 0.0014193430192881804 0.00013989829450216816 0.0024719628374480747 0.0023752510678052728 0.0016416136248750823 0.0021471128237701364
leaf_weight=22 83 90 20 74 31 80 56 69 22 20 171 53 46 85 23 20 127 20 76 26 20 24 29 262 20 21 45 1053 22 411
leaf_count=22 83 90 20 74 31 80 56 69 22 20 171 53 46 85 23 20 127 20 76 26 20 24 29 262 20 21 45 1053 22 411
internal_value=0 0.00121065 0.00222984 0.00169682 0.00190347 0.000986816 0.00229515 0.00165062 0.00112572 0.00126649 0.00219387 0.00219226 0.00238108 0.00154468 0.00224825 0.00174032 0.00113738 0.00186116 0.00210636 0.00194774 0.00232798 0.00106486 0.00202826 0.00226463 0.00179216 0.000570114 0.00224129 0.00236212 0.00203295 0.00217917
internal_weight=0 590 2531 186 422 404 2109 225 303 213 968 197 1141 194 797 109 171 89 175 102 73 151 112 774 42 101 718 1095 42 456
internal_count=3121 590 2531 186 422 404 2109 225 303 213 968 197 1141 194 797 109 171 89 175 102 73 151 112 774 42 101 718 1095 42 456
is_linear=0
shrinkage=0.00167351


Tree=2226
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 1 2 1 2 150 1 12 4 2 47 16 12 3 15 0 4 49 11 131 39
split_gain=233.494 37.6774 22.392 19.4564 14.4151 12.151 6.98643 6.69357 6.23062 5.81461 5.53352 5.06031 3.64174 3.7587 3.54008 2.93115 2.33383 3.41461 2.29249 1.82768 1.787 1.5179 1.3821 1.27918 2.39138 2.21091 1.19887 1.17306 1.08921 1.08856
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.099185000000000009 0.36766000000000004 0.062655000000000016 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.14753000000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.16540500000000002 0.09141500000000001 -0.51843499999999987 -0.0091949999999999983 0.090100000000000013 -0.065229999999999996 0.095780000000000018 -0.12018999999999998 -0.15914499999999995 -0.11173999999999999 0.022185000000000003 -0.053364999999999996 0.075910000000000019 0.09031500000000002 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 7 11 12 14 -6 -5 -4 16 18 21 22 17 -1 -14 -3 -18 29 -8 -19 25 -25 -12 -9 -2 -7
right_child=1 2 6 10 9 8 15 27 -10 -11 26 -13 13 -15 -16 -17 20 23 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0028354485943958381 0.002238663198607875 0.00085867733203214859 0.0011136066480150644 0.0018748403991063981 0.0019065104265942401 0.0020910646099585456 0.00079140265959946844 0.0023180409451905174 0.001255825613943154 0.0010499503016264682 0.0012745674565189369 0.0003906020039543131 0.0015324701975528328 0.0013708186296238656 0.0013595259737702702 -0.0002439454530188191 0.002142115823586668 0.0025030857215775815 0.0020611840200061436 0.0012632927956131058 0.0019040661161548603 0.001852411165177985 0.00033695750954155574 0.0015811171688946012 0.0021911530658301533 0.0021575251580318103 0.00082937612931616926 0.0027479604159400192 0.0018174924928483218 0.0016952775559744809
leaf_weight=21 47 192 67 34 70 178 20 24 41 29 34 40 23 25 28 21 190 31 274 34 143 200 129 33 1032 36 29 52 24 20
leaf_count=21 47 192 67 34 70 178 20 24 41 29 34 40 23 25 28 21 190 31 274 34 143 200 129 33 1032 36 29 52 24 20
internal_value=0 0.000988065 0.00085736 0.00205786 0.00114376 0.00208699 0.00052133 0.00214456 0.00185472 0.0016556 0.00135187 0.000843325 0.0021249 0.00196982 0.00191236 0.000318663 0.00215851 0.00219276 0.00202024 0.000919549 0.00203989 0.00195125 0.000397957 0.00218084 0.00217177 0.00188185 0.00106964 0.0026122 0.0020963 0.00205109
internal_weight=0 673 602 2448 325 2351 277 1884 467 99 97 107 1808 322 426 170 1486 1153 297 226 333 398 149 1132 1101 69 63 76 71 198
internal_count=3121 673 602 2448 325 2351 277 1884 467 99 97 107 1808 322 426 170 1486 1153 297 226 333 398 149 1132 1101 69 63 76 71 198
is_linear=0
shrinkage=0.00160853


Tree=2227
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 2 1 4 11 2 2 4 2 2 50 12 1 49 1 4 51 15 1 3 16 3 43 12 49
split_gain=175.705 29.9153 17.2704 14.1581 11.8455 8.71413 8.42477 5.71574 5.55855 5.28025 4.98742 3.91892 2.96718 3.64897 2.63248 2.59908 2.55866 2.42239 2.03513 1.96036 3.33263 1.7074 1.63948 1.52358 1.44995 1.41702 1.44186 2.10513 1.41178 1.39987
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.40473500000000007 1.0000000180025095e-35 0.089885000000000007 -1.0000000180025095e-35 -0.15464999999999998 0.10467500000000002 0.094835000000000017 0.041865000000000006 0.09320500000000001 0.086920000000000011 -0.054984999999999992 0.088975000000000012 -0.087894999999999987 -0.085989999999999997 -0.081924999999999984 0.11669000000000002 -0.15713499999999997 0.27776000000000006 -0.11171999999999999 0.016310000000000002 0.087075000000000014 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 11 6 9 14 18 10 17 -3 -13 -14 -1 22 -11 -5 -6 25 -21 -15 -4 -23 -18 26 27 -12 -28 -16
right_child=1 2 15 5 8 -7 -8 -9 -10 16 19 12 13 21 29 -17 24 -19 -20 20 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0023833514091187169 0.0022111774195213056 0.00077410794452507231 0.00051409684626239861 0.0023223917519879633 0.0014227580835995139 0.0010872317205655466 0.0014219653136033118 0.001276972460397577 0.0011765403925765119 0.0027309903964060351 0.0022109375372488722 0.0018034001834012444 0.0017068837087689159 0.00056525317027215569 0.0014316422194795564 0.00096413450483809619 0.0024816472323609781 0.0021623291240735636 0.0020411732352044066 0.0022599929121751446 0.0014428379463335931 0.0012137589527275016 2.3328731301803141e-06 0.00089130596636245426 0.0018921330752488929 0.0019514387326622943 0.0024061837544488178 0.001453716119050781 0.0021499606374924714 0.0019934531986071061
leaf_weight=28 76 101 76 927 20 20 38 64 47 88 23 20 27 20 24 30 31 392 69 26 33 112 24 69 20 113 72 20 483 28
leaf_count=28 76 101 76 927 20 20 38 64 47 88 23 20 27 20 24 30 31 392 69 26 33 112 24 69 20 113 72 20 483 28
internal_value=0 0.00120084 0.00107598 0.00217634 0.00122408 0.00220904 0.00221894 0.0016572 0.00165142 0.00223253 0.0022111 0.00105755 0.00117298 0.00111768 0.00196137 0.000523472 0.00255468 0.00227482 0.0019022 0.00210193 0.00180294 0.00103854 0.000391273 0.00109083 0.00225047 0.00212674 0.00215987 0.00185874 0.0021832 0.00173416
internal_weight=0 691 615 2430 485 2286 2266 144 136 2228 2089 349 248 228 80 130 139 1319 89 770 59 201 100 181 51 711 598 43 555 52
internal_count=3121 691 615 2430 485 2286 2266 144 136 2228 2089 349 248 228 80 130 139 1319 89 770 59 201 100 181 51 711 598 43 555 52
is_linear=0
shrinkage=0.00170698


Tree=2228
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 1 14 0 12 1 4 15 2 2 1 3 47 0 43 0 4 16 16 2 12
split_gain=208.108 25.4368 23.2129 19.3369 11.6378 8.00242 7.43373 5.9036 5.56845 3.99839 3.7175 3.64911 3.40947 2.65988 2.41688 2.38694 3.35717 2.62225 2.34903 2.29108 2.12629 1.84498 3.53372 1.81508 1.87024 1.75539 1.69834 1.6122 1.48878 1.5943
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.095330000000000012 -0.17966999999999997 0.082585000000000006 0.053180000000000012 0.10124500000000002 0.076175000000000007 -0.23194499999999998 0.13597000000000004 0.122715 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.10402500000000002 0.15964000000000003 -0.13309499999999996 0.078345000000000012 -0.061629999999999997 -0.04890499999999999 -0.23001499999999997 0.033845000000000007 -0.12029499999999999 -0.066924999999999985 0.11928500000000002 -0.040564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 12 -3 11 -6 21 13 18 25 -1 20 -2 17 -17 -14 23 -7 -8 28 -23 -9 -25 -4 -27 -22 29 -5
right_child=1 5 6 8 7 19 9 10 -10 -11 -12 -13 15 -15 -16 16 -18 -19 -20 -21 27 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.002328421991686389 0.0017467652670281008 0.00073505158619443058 0.0019356408317503266 0.00061096189586556536 0.0018666340019303773 0.00030780493125309488 0.0021110071420777548 0.0011148653130785993 0.00040460965080825879 0.0014382095038763102 0.0008976762677354829 0.0023555725913941509 0.0020816059111110779 0.0013311005572872684 0.0012282918491927195 0.0016980609955962881 0.0010633963801159585 0.0014228651144423373 0.0008644157045909792 -0.00017565113339544771 0.0018828868062950826 0.0014607559644736086 0.00074812157326154948 0.0012898147603589659 0.0018384875649576993 0.0018665206936112374 0.0015085364489296886 0.0016753813249089573 0.00044228711285797679 0.0011824917403514454
leaf_weight=22 83 133 1373 20 31 122 51 28 58 98 85 47 52 29 29 76 27 20 21 29 170 39 29 27 33 107 45 189 20 28
leaf_count=22 83 133 1373 20 31 122 51 28 58 98 85 47 52 29 29 76 27 20 21 29 170 39 29 27 33 107 45 189 20 28
internal_value=0 0.000791745 0.00181139 0.00110101 0.00148039 0.000458522 0.00187762 0.00124014 0.000805707 0.00172057 0.00114003 0.00193127 0.00175477 0.0017836 0.00161252 0.00168266 0.00153169 0.00189862 0.00132903 0.000214956 0.00181561 0.000976763 0.00115684 0.0014399 0.00159158 0.00191819 0.00176054 0.00177364 0.000796687 0.000944354
internal_weight=0 590 2531 306 422 284 2109 225 194 537 194 1572 197 439 112 175 103 72 109 151 410 136 68 88 60 1525 152 359 68 48
internal_count=3121 590 2531 306 422 284 2109 225 194 537 194 1572 197 439 112 175 103 72 109 151 410 136 68 88 60 1525 152 359 68 48
is_linear=0
shrinkage=0.00154607


Tree=2229
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 1 2 2 4 150 2 12 4 15 0 4 11 47 15 3 3 4 131 1
split_gain=214.032 34.8669 21.5498 17.9554 12.5146 10.3519 5.74014 5.59338 5.16225 5.11975 4.87487 3.93195 4.73382 3.74631 4.06422 3.18369 2.5837 2.19133 1.83474 1.67523 2.13449 1.70896 1.62229 1.62131 1.61431 1.51188 1.27853 1.24359 1.22325 1.14945
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.13501500000000002 0.11474000000000002 0.089625000000000024 0.090425000000000019 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 -0.0091949999999999983 0.087695000000000009 -0.50940999999999981 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 1.0000000180025095e-35 0.090100000000000013 1.0000000180025095e-35 -0.017889999999999996 -0.12018999999999998 0.23246000000000003 0.091440000000000007 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 11 13 -5 15 27 17 16 14 -4 22 -13 18 -1 -20 21 -21 -7 -3 26 -16 -19 -6 -2 -15
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 12 -14 29 25 -17 -18 24 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027294580164364578 0.0022965100570857986 0.0010881629872477878 0.0012553005670964197 0.0019676913691786639 0.0021215674358637214 0.002040123576969771 0.0026466382768776091 0.0013373368469916959 0.0012478171260347254 0.0015190416184636898 0.0011770347838793041 0.001632371932680397 0.0014065463083301501 0.00053918503270447408 0.00094684335669015934 0.0015560832073998434 0.0021612894563835493 0.0017563068808500908 0.0026981620310026029 0.0018142724148806704 0.0023062015606594099 0.0023530611985296168 0.0023345453614725996 0.0014472703393975715 0.0022500582104973453 0.00055238180638801865 0.0021304101689081302 0.0017196157092672858 0.0018576877994399118 0.00013967002006074614
leaf_weight=23 54 192 39 37 48 351 76 34 60 48 23 23 23 78 33 29 274 23 23 38 703 21 49 34 407 69 240 28 20 21
leaf_count=23 54 192 39 37 48 351 76 34 60 48 23 23 23 78 33 29 274 23 23 38 703 21 49 34 407 69 240 28 20 21
internal_value=0 0.00119633 0.00107507 0.0021615 0.00133905 0.00218786 0.00223861 0.000761956 0.00152241 0.0019885 0.00178845 0.00222136 0.00206903 0.000680443 0.000839127 0.00204103 0.00212033 0.00225434 0.00230749 0.00229513 0.00228296 0.00200604 0.00207619 0.00114219 0.00219025 0.000680002 0.00209769 0.00197348 0.00217791 0.000454439
internal_weight=0 673 599 2448 325 2351 1874 274 97 477 99 1798 320 240 141 429 297 1478 808 785 762 59 400 226 670 102 263 76 74 99
internal_count=3121 673 599 2448 325 2351 1874 274 97 477 99 1798 320 240 141 429 297 1478 808 785 762 59 400 226 670 102 263 76 74 99
is_linear=0
shrinkage=0.00151575


Tree=2230
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 2 9 4 0 13 10 133 13 133 2 52 159 49 457 2 14 16 0 0 15 12 3 160 156 52
split_gain=7.67106 1.81902 1.00458 0.744485 0.727337 0.672526 1.35463 0.707355 0.653139 0.633234 0.607354 0.585088 0.794589 0.775501 0.644716 0.583728 0.883056 0.555971 0.546693 0.530791 0.529156 0.93756 0.615369 0.676062 0.612767 0.523593 0.501954 0.499629 0.52383 0.598656
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.089005000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.050494999999999991 -0.07384499999999998 -0.10278499999999999 -0.0026549999999999994 0.032270000000000007 -0.16152999999999998 0.087985000000000022 0.13093500000000002 0.4002400000000001 -0.46267499999999995 0.10347500000000003 0.083570000000000019 -1.0000000180025095e-35 -0.47013499999999991 -0.059624999999999991 -0.18901999999999997 -0.26343999999999995 -0.026084999999999994 -0.42850999999999995 -0.085709999999999995 1.0000000180025095e-35 0.11091500000000001 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 6 10 -7 -8 -1 -3 12 -6 26 18 -11 -17 -15 27 -10 -9 22 23 -22 -23 -4 -13 28 29 -14
right_child=1 2 25 -5 11 7 8 20 19 15 -12 13 14 17 -16 16 -18 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030835209047176981 0.0022243630471896749 0.0010678257252317756 0.0010912817537704698 0.00064580199876833929 0.00033925871219295689 0.0020349979951995393 0.0025721745009516426 0.0019938901724130026 0.00088341424343915068 0.0022397383130987819 -0.00062428880954725917 0.0036242656470141998 0.0014572775064402904 0.0021692510950011078 0.00048151719021840748 0.0024266689024803802 0.00063115654402267816 0.0014612961562068248 0.0011267102184956688 0.0020945014782981688 0.00089596070232786026 0.00042253398886575642 0.00075510135845213841 0.0027412482001083109 -0.0011143936669037429 -0.0001021710804117911 0.0024012193285624268 0.0024839289414200598 0.0029357676968930161 0.0021168823244965829
leaf_weight=53 90 40 35 22 23 33 58 22 45 1202 20 31 183 288 21 33 36 92 52 46 26 63 138 24 22 68 66 99 26 164
leaf_count=53 90 40 35 22 23 33 58 22 45 1202 20 31 183 288 21 33 36 92 52 46 26 63 138 24 22 68 66 99 26 164
internal_value=0 0.001169 0.00102058 0.00209754 0.00211102 0.00115815 0.00150964 0.000934184 0.00191468 0.00223444 0.000503788 0.00195465 0.00178273 0.00215936 0.00184365 0.00219903 0.00148988 0.00199785 0.00189824 0.00149561 0.000811042 0.000715721 0.00102813 0.0017817 2.47409e-05 0.000303371 0.00279209 0.00198324 0.00185035 0.00176902
internal_weight=0 730 640 2391 2369 537 209 328 149 1324 60 1045 568 477 545 1271 69 380 524 91 295 273 188 50 85 103 97 472 373 347
internal_count=3121 730 640 2391 2369 537 209 328 149 1324 60 1045 568 477 545 1271 69 380 524 91 295 273 188 50 85 103 97 472 373 347
is_linear=0
shrinkage=0.00792826


Tree=2231
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 2 1 2 4 1 47 52 1 2 12 151 0 160 4 15 51 0 43 16 12
split_gain=202.96 34.9483 19.6697 15.8507 11.5418 10.1167 7.04675 6.15537 6.1454 6.08868 5.11585 4.3145 3.96865 3.74335 2.2408 1.71038 1.70182 2.29937 3.32966 1.41361 1.39718 1.36056 1.34019 1.31287 1.51374 1.29514 1.27433 1.18966 1.14378 1.11407
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.09253500000000002 0.14838000000000004 0.42051500000000003 0.087135000000000004 0.090100000000000013 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.082480000000000012 -0.088784999999999989 0.18019500000000002 -1.0000000180025095e-35 0.0033150000000000007 -0.13578499999999996 0.11144500000000002 -0.026509999999999995 0.064745000000000011 -0.12029499999999999 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 10 12 29 14 -5 13 -4 25 20 -12 21 -19 -16 -3 23 -15 27 -25 -1 -7 -18 -26 -6
right_child=1 2 8 11 9 26 -8 -9 -10 -11 16 -13 -14 22 19 -17 17 18 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.002081948000433956 0.001974420851266753 0.0011495799349723588 0.00089581484898098511 0.0017484232678458538 0.0019095931744601154 0.0015136308057070577 0.002432133931965071 0.0011108723535726826 0.001110641544094322 0.00080982032890820291 0.0021800933710359486 0.0010333497030897061 0.00012449431173533045 0.00066624232844042389 0.0016798924689648772 0.0012183714956689503 0.0019731084586599823 0.0010514246850539537 0.0018305050913762506 0.0019642816164664868 0.00076774753365871395 0.0014626374443772109 0.00025669213181395844 0.0021529916928398644 0.001888157732196908 0.0017366164494386832 0.00098762304516498609 0.0017546403356540783 0.0016534001470843167 0.0015315851595616502
leaf_weight=905 76 29 55 34 43 22 84 22 37 24 43 61 84 29 52 33 397 22 40 347 171 20 72 27 91 29 26 77 131 38
leaf_count=905 76 29 55 34 43 22 84 22 37 24 43 61 84 29 52 33 397 22 40 347 171 20 72 27 91 29 26 77 131 38
internal_value=0 0.00094538 0.000818213 0.00193334 0.00107863 0.00195954 0.00197488 0.00195745 0.000500447 0.00152141 0.00196598 0.00128927 0.000406376 0.000558158 0.00202812 0.000879094 0.00186831 0.00185166 0.00155406 0.00192722 0.000823113 0.00187649 0.000374286 0.00188794 0.00179337 0.00207123 0.00122871 0.00193762 0.00174963 0.00173226
internal_weight=0 691 615 2430 338 2335 2287 2203 277 105 2181 95 240 156 1333 233 848 805 62 399 200 743 101 723 249 934 48 474 222 81
internal_count=3121 691 615 2430 338 2335 2287 2203 277 105 2181 95 240 156 1333 233 848 805 62 399 200 743 101 723 249 934 48 474 222 81
is_linear=0
shrinkage=0.00160853


Tree=2232
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 14 1 47 1 11 1 457 1 4 1 43 47 12 16 15 0 3 131 52 1 1375
split_gain=258.61 40.197 24.0956 22.2131 18.1093 13.3281 10.8921 7.94607 7.16614 5.80614 5.2249 4.9047 2.77573 2.67297 3.59977 5.07244 2.62267 2.62157 2.74344 2.16731 2.01356 1.95561 1.8991 1.81678 3.05177 2.38794 1.63032 1.57636 1.56818 1.49164
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.062655000000000016 0.077845000000000011 0.13082500000000002 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.16540500000000002 -0.17966999999999997 0.12337000000000002 -0.14792499999999997 0.090100000000000013 0.095780000000000018 0.11346000000000002 -0.15914499999999995 -0.11173999999999999 0.086245000000000016 0.09031500000000002 -0.077024999999999996 0.098420000000000021 0.083830000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 17 6 8 -6 9 12 -5 16 23 14 21 28 27 -3 20 -15 -19 29 -7 -1 25 -25 -2 -4 -16 -10
right_child=1 2 11 10 7 22 -8 -9 13 -11 -12 -13 -14 19 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0033042412119242935 0.0029751441550388068 0.0020273307842186127 0.00045538525212006619 0.0025917231508131118 0.0025002598798140934 0.0016007777543478893 0.0016779660597792661 0.0015508430693246659 0.0027656618328150118 0.003434129552567632 0.0017174446072452921 0.0016727035086605418 0.0027117046296264058 0.002531223717389979 0.0022956476338359152 0.0016060820511902226 0.00024765721831264344 0.0014190947039689288 0.0011101742023959097 0.003165711124272132 0.00189030320204157 0.0026100674763849556 0.0022822129734885758 0.0028664407714783231 0.0029277584419763734 0.0020711177071080951 0.0024283299654234633 0.00096538779951543493 0.0029635214535565658 0.0032122248467493903
leaf_weight=35 47 20 21 28 84 26 24 37 416 59 69 21 220 21 20 21 22 179 76 62 31 299 22 22 1038 22 24 111 21 23
leaf_count=35 47 20 21 28 84 26 24 37 416 59 69 21 220 21 20 21 22 179 76 62 31 299 22 22 1038 22 24 111 21 23
internal_value=0 0.00157555 0.00143229 0.00277033 0.00165091 0.00280336 0.00282191 0.00220994 0.00283396 0.00291008 0.00196981 0.000898836 0.00288696 0.0027136 0.00268335 0.0022883 0.000793309 0.00142986 0.00138808 0.00300518 0.00148865 0.00271654 0.0019131 0.00292148 0.00290909 0.00246878 0.00279031 0.000884251 0.00263773 0.00278906
internal_weight=0 673 602 2448 427 2351 2303 121 2279 1396 97 175 1337 883 800 62 154 306 286 83 210 738 48 1117 1082 44 71 132 41 439
internal_count=3121 673 602 2448 427 2351 2303 121 2279 1396 97 175 1337 883 800 62 154 306 286 83 210 738 48 1117 1082 44 71 132 41 439
is_linear=0
shrinkage=0.00170698


Tree=2233
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 4 2 2 4 2 1 49 123 52 1 2 50 40 1 1 3 43 15 151 133 0 4 16
split_gain=195.386 31.9277 15.2227 14.6611 11.6465 10.138 7.67728 7.37025 7.25663 6.45213 6.21525 5.53027 4.65853 2.88235 2.47145 2.22934 2.51206 3.51838 2.17169 2.03331 1.96406 1.80396 1.79121 2.81043 1.69005 1.80036 1.57728 1.54653 1.76387 2.08658
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.062655000000000016 0.27834500000000006 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 0.092845000000000025 -0.054984999999999992 0.10695000000000002 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.041865000000000006 -0.077474999999999988 0.091195000000000012 0.13075500000000004 0.30112000000000005 -0.078139999999999973 -0.41942499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.18019500000000002 0.033845000000000007 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 8 6 7 11 19 -10 -11 20 -4 -2 22 -13 27 -18 24 -3 -1 26 23 -12 -6 -26 -5 28 -17 -30
right_child=1 4 12 21 18 -7 -8 -9 9 10 14 15 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0023970537398909299 0.0015895879938990463 0.0010758563512817277 0.0020939685151830103 0.0010784770169795048 0.00076767218962828731 0.0015834707755289622 0.0027836925417744785 0.0013897435718721149 0.0020384492376230357 0.0019176843736230336 0.00095793764182378809 0.0025573871428941249 0.0013778262735187838 0.0021854998033854606 0.00064690310126981794 0.0022747303921772082 0.0013954253380824685 0.0021660330119238551 0.0010234447113345391 0.00061919202421144228 0.002232780638351741 0.00090574017844776919 0.00092508887938215869 0.0014504035879465387 0.00060742004513005075 -1.7133258819284723e-05 0.001606561212372497 0.0017821738802135023 0.0022668389346596927 0.0019429154513923683
leaf_weight=1117 24 48 37 22 29 48 84 22 30 31 41 43 58 127 21 523 23 41 23 49 216 24 40 97 22 24 39 20 96 102
leaf_count=1117 24 48 37 22 29 48 84 22 30 31 41 43 58 127 21 523 23 41 23 49 216 24 40 97 22 24 39 20 96 102
internal_value=0 0.00132521 0.00227555 0.00179588 0.00108108 0.00230072 0.00231578 0.00229794 0.00121327 0.0013506 0.00126088 0.0023071 0.00165674 0.00209079 0.00115856 0.00220754 0.00218885 0.0018891 0.000599528 0.00084517 0.00237043 0.001272 0.00121892 0.00130409 0.000469527 0.000281566 0.0014161 0.00221474 0.00222674 0.00209997
internal_weight=0 691 2430 236 455 2335 2287 2203 357 260 230 2181 95 151 199 848 805 64 98 97 1333 85 178 138 75 46 61 741 721 198
internal_count=3121 691 2430 236 455 2335 2287 2203 357 260 230 2181 95 151 199 848 805 64 98 97 1333 85 178 138 75 46 61 741 721 198
is_linear=0
shrinkage=0.00157699


Tree=2234
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 2 12 4 14 47 47 43 4 51 11 16 0 16 12 1 2 49 1 151 4 51
split_gain=182.671 20.9926 20.7338 17.6232 11.3776 7.77066 6.68862 6.3763 5.07947 4.60143 3.77656 3.48824 3.0211 2.66814 2.59898 2.51928 2.40342 2.30941 2.11913 2.35144 2.0865 3.04339 1.9643 1.93392 1.84791 1.78493 2.59815 2.02993 1.37187 1.34367
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.091475000000000015 -0.16363499999999997 0.13082500000000002 0.11389000000000002 0.13597000000000004 0.033845000000000007 0.076175000000000007 0.077555000000000013 0.091680000000000011 -0.025214999999999998 -0.026489999999999996 -0.10056999999999998 0.080455000000000013 -0.066924999999999985 -0.11173999999999999 -0.43320999999999993 0.093965000000000007 0.16540500000000002 0.11177500000000001 -0.066019999999999981 0.10124500000000002 -0.082829999999999973 -0.14098499999999997 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 22 12 -6 23 13 11 18 20 17 25 -2 -17 -1 19 -8 21 -4 -5 -3 -18 26 -9 -27 -21 -19
right_child=1 8 6 5 7 -7 10 14 -10 -11 -12 -13 -14 -15 -16 16 24 29 -20 28 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0024784335700516326 0.00092623033090841395 0.00065559649436008698 0.002280389087565561 0.0024526198822454265 0.002214114853872135 0.0011589436763690369 0.0022691299949699961 0.0018425300823484581 0.0013651745657453094 0.0013619478481933503 0.0016220206204138345 0.0019150197041547085 0.002721783819328325 0.0025789509508196327 0.0018254416168241683 0.0017787042662036391 0.0015753629030610501 0.0016118220855809455 0.0024764613427745224 0.0016784950368924087 0.002308395257371434 0.0014903334305874389 0.0019210869219612764 0.00013127730683883116 0.0010688891992791788 0.001481689153392311 0.0011182764618962279 0.00091264424532748478 0.0020951612445293333 0.0020512718179741402
leaf_weight=31 116 136 35 24 31 36 295 30 26 22 39 146 46 33 31 20 24 22 65 23 1156 21 85 22 101 27 24 45 283 126
leaf_count=31 116 136 35 24 31 36 295 30 26 22 39 146 46 33 31 20 24 22 65 23 1156 21 85 22 101 27 24 45 283 126
internal_value=0 0.00115289 0.00216666 0.00136123 0.00183468 0.00181984 0.00223308 0.00153412 0.000693173 0.00207615 0.00212074 0.00214469 0.00230908 0.00215027 0.00139986 0.00110645 0.00125062 0.00207124 0.00219504 0.00216461 0.00229341 0.00198412 0.00203812 0.00058259 0.00116613 0.00129515 0.00152064 0.00112604 0.00206384 0.00198595
internal_weight=0 590 2531 406 422 145 2109 188 184 234 851 812 1258 212 157 261 145 179 666 601 1212 56 109 158 125 126 54 72 306 148
internal_count=3121 590 2531 406 422 145 2109 188 184 234 851 812 1258 212 157 261 145 179 666 601 1212 56 109 158 125 126 54 72 306 148
is_linear=0
shrinkage=0.0016407


Tree=2235
num_leaves=31
num_cat=0
split_feature=1 52 1 15 11 12 0 16 52 52 3 48 49 16 16 15 1452 51 4 4 52 0 474 0 49 2 133 13 130 484
split_gain=10.8132 2.43615 1.32487 0.923392 1.10849 0.883461 0.76581 1.7002 2.08346 1.40261 1.02975 0.817462 0.798904 0.768463 0.616975 0.613612 0.5776 0.570781 0.621278 0.569205 0.614191 0.560777 0.557778 0.546496 0.78658 0.525603 0.475127 0.669898 0.531395 0.657482
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.040760000000000005 0.075910000000000019 0.088105000000000003 -0.075934999999999989 0.066275000000000014 -0.081934999999999994 0.10744000000000002 0.090900000000000009 0.016865000000000002 0.055245000000000009 0.19444000000000003 -0.077589999999999978 0.13592500000000005 0.087755000000000014 0.10614000000000001 0.42642000000000008 0.022185000000000003 1.0000000180025095e-35 -0.15090499999999998 0.032465000000000008 0.024095000000000002 -1.0000000180025095e-35 0.11548000000000001 0.089200000000000015 -0.059629999999999996 -0.076894999999999977 0.081425000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 15 26 10 8 -8 13 16 -12 14 -9 -10 -5 19 18 25 -1 -21 -6 -15 24 -4 -7 28 -28 -3 -30
right_child=1 2 23 4 21 17 7 9 12 -11 11 -13 -14 22 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0033230391139327212 0.0033313463148205947 0.00024757814623447866 -0.00047253992474699036 0.0033766701801210292 0.0039805576272109264 0.0030170624349271096 -0.0014113189095373174 0.0048080685894917475 0.0028095587994106047 0.00062031723558569082 0.00019045185973804154 0.0027387256166645662 0.0037071192610661093 0.0027784937301873805 0.00066426440023916215 0.0022665485828814182 0.0044960360609002537 0.003877930588731762 0.00083423991057462706 0.0022825906343326 0.0034416659852185543 0.0060824250708364494 0.0040973006374328425 -0.00073967714225553895 0.0013889627129623457 0.0011658146307533981 0.0016295180966075704 -0.00066467609440326071 0.0016547616968336425 0.003192225375242714
leaf_weight=644 90 23 29 1003 33 69 20 29 23 22 20 35 25 155 33 53 35 25 26 126 73 21 41 21 110 20 31 22 232 32
leaf_count=644 90 23 29 1003 33 69 20 29 23 22 20 35 25 155 33 53 35 25 26 126 73 21 41 21 110 20 31 22 232 32
internal_value=0 0.00178239 0.00156457 0.00318053 0.00339281 0.0018287 0.0029966 0.00259405 0.00149497 0.00304347 0.00314674 0.00181208 0.00221257 0.0032804 0.00154537 0.00332095 0.00323035 0.00250094 0.0022016 0.0031778 0.00270778 0.00479795 0.00305437 0.000772181 0.00100059 0.00260105 0.00155189 0.000677211 0.00171342 0.00184112
internal_weight=0 730 640 2391 1110 480 1281 348 101 247 933 55 81 225 56 1056 878 140 115 843 199 54 196 160 139 89 340 53 287 264
internal_count=3121 730 640 2391 1110 480 1281 348 101 247 933 55 81 225 56 1056 878 140 115 843 199 54 196 160 139 89 340 53 287 264
is_linear=0
shrinkage=0.010055


Tree=2236
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 402 4 10 13 393 42 52 1 1 0 160 1 457 1375 4 2 0 52 159 11 1 3 49 1454
split_gain=8.76273 1.97247 0.946777 1.22113 0.803691 0.770104 0.744595 0.629188 0.628099 0.625082 0.601903 0.563228 0.509152 0.663947 0.763902 0.701244 0.54909 1.39893 0.668582 0.545114 0.516546 0.512756 0.742284 0.4321 0.711548 0.457834 0.442833 0.676484 0.522447 0.477391
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.090050000000000005 0.086055000000000006 0.038415000000000012 -0.062879999999999978 -0.11122999999999998 0.086855000000000016 0.11066000000000001 -0.56368999999999991 0.089770000000000016 0.084885000000000002 0.041630000000000007 1.0000000180025095e-35 0.096575000000000008 0.048635000000000005 0.084895000000000012 -0.074729999999999977 0.10672500000000001 0.15398500000000004 0.4002400000000001 -0.46267499999999995 0.078065000000000009 0.080270000000000022 -0.10831999999999999 0.11428500000000001 0.083800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 11 5 9 7 -2 -4 -1 12 -3 -7 14 15 19 17 -15 -18 20 -14 22 -17 25 -25 26 28 -28 29 -11
right_child=1 2 8 -5 -6 10 -8 -9 -10 23 -12 -13 13 16 -16 21 18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0030767633946296811 0.0022579173435215614 0.0010455607155910351 -0.00094659009127341046 0.0028599947265327288 0.00070317730131941552 0.0029455080855450167 0.00039412172522211391 0.0014810375737035928 0.00054141835827070889 0.0023931538563509219 0.00082943134054322832 -0.00011879132386570323 0.0025342320355317641 -0.00045654887965101954 0.0033277625444248218 0.00073587747357499423 0.0030224152973604293 0.0019295510237960106 0.0011137838956802814 0.003289569639928856 0.0019529821698530264 0.00048870725755488422 0.002624369212285677 0.002406488309601394 0.00093115898957578944 0.003177588341944869 0.00076478482307800551 0.0021072811378674366 0.0011698348947067885 0.0012240868526548177
leaf_weight=49 106 320 20 20 22 31 22 129 76 774 25 25 100 24 25 21 20 32 21 20 582 27 26 36 37 29 22 439 21 20
leaf_count=49 106 320 20 20 22 31 22 129 76 774 25 25 100 24 25 21 20 32 21 20 582 27 26 36 37 29 22 439 21 20
internal_value=0 0.00118397 0.000891596 0.00106523 0.00212457 0.0021377 0.00170842 0.00183146 0.000231417 0.00224756 0.00197337 0.000961187 0.00200416 0.00197166 0.00204236 0.00200094 0.0013879 0.000906937 0.00204482 0.00207386 0.00203821 0.00130922 0.00178058 0.00221808 0.00165872 0.00224936 0.00222827 0.00204321 0.00233294 0.00236371
internal_weight=0 718 461 365 2403 2381 257 235 96 1427 954 345 929 898 801 776 97 56 41 702 682 74 47 1378 73 1305 1276 461 815 794
internal_count=3121 718 461 365 2403 2381 257 235 96 1427 954 345 929 898 801 776 97 56 41 702 682 74 47 1378 73 1305 1276 461 815 794
is_linear=0
shrinkage=0.00747098


Tree=2237
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 2 2 4 4 2 1 14 1 457 1 1 0 3 3 159 158 15 47 43 2 0 15 0 3 50
split_gain=184.378 23.2327 20.8318 13.336 13.0322 10.0103 6.34193 6.27686 5.99974 5.89044 4.9599 4.34132 3.38374 2.6532 4.90168 2.45933 2.1306 1.9782 1.80955 1.75205 2.31953 1.74145 1.63643 1.57592 3.34815 1.59379 1.48898 2.32262 2.55657 1.44443
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.14122000000000004 0.089885000000000007 0.40945500000000007 0.40124500000000002 0.14285500000000004 0.09253500000000002 0.076175000000000007 0.16540500000000002 0.080930000000000016 0.088975000000000012 0.091195000000000012 -0.066089999999999996 -0.14186499999999996 -0.10831999999999999 0.030370000000000005 0.083705000000000016 -0.037864999999999989 0.10350500000000001 -0.079914999999999986 0.11177500000000001 -0.062764999999999974 -0.15914499999999995 -0.11173999999999999 0.084940000000000015 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 23 6 11 9 22 21 -4 15 -9 17 -15 26 -17 -8 -19 -20 -21 -3 -6 25 -25 -2 -1 28 -28 -11
right_child=1 7 10 -5 8 -7 13 12 -10 29 -12 -13 -14 14 -16 16 -18 18 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0027057150576327849 0.00070883029931744477 0.0016629028040847896 0.0020543866876830972 0.0013745232614283407 0.0023768277744727704 0.0014724439804546336 0.0024093080875421031 0.00075503110154180998 0.0012974099853250627 0.00045897421021380899 0.001301999299123447 0.0027988465321489614 4.941799328650569e-05 0.0022371711473229972 0.0012564742914557359 0.002237155642596478 0.0016897402572033609 0.0017947126477849214 0.002159035785364118 0.0026598621236034745 0.0021782411273603332 0.0011719512296157323 0.0019367673598707754 0.0018468950134025313 0.0012077166074097234 0.0013007539538494547 0.0024150341694496279 0.0023777040715706309 0.0016311562798995698 0.0010362762166557062
leaf_weight=35 25 41 34 45 45 41 113 142 29 28 77 58 21 34 23 216 21 32 609 47 63 37 46 28 104 24 21 1038 24 20
leaf_count=35 25 41 34 45 45 41 113 142 29 28 77 58 21 34 23 216 21 32 609 47 63 37 46 28 104 24 21 1038 24 20
internal_value=0 0.00120898 0.00222747 0.00225935 0.001528 0.00227612 0.00229023 0.000876714 0.00194728 0.00115173 0.00153246 0.00235928 0.000664124 0.0021843 0.00184145 0.00234047 0.00218865 0.00220692 0.00217647 0.00219346 0.00238402 0.00143002 0.00215438 0.00125002 0.0013433 0.000998752 0.00237265 0.00236188 0.00199697 0.000699517
internal_weight=0 590 2531 2420 301 2375 2334 289 120 126 111 1413 163 921 57 1355 237 864 751 719 110 78 91 181 132 49 1118 1083 45 48
internal_count=3121 590 2531 2420 301 2375 2334 289 120 126 111 1413 163 921 57 1355 237 864 751 719 110 78 91 181 132 49 1118 1083 45 48
is_linear=0
shrinkage=0.0016407


Tree=2238
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 47 11 1 1 11 1 4 43 1 1 51 151 49 3 13 159 0 11 14 0 15
split_gain=156.386 27.3083 15.0054 12.8244 9.88849 8.96681 6.04982 5.08444 4.93031 4.72351 3.76505 3.33502 2.20244 1.8564 2.49883 3.37941 1.96499 1.74188 1.55059 1.80054 1.43336 1.40466 1.37008 2.0135 1.40993 1.33563 1.182 1.18709 1.10239 1.06757
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.40473500000000007 0.13082500000000002 1.0000000180025095e-35 0.092845000000000025 0.086920000000000011 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.14792499999999997 0.16540500000000002 0.11669000000000002 -0.085989999999999997 -0.088484999999999994 0.10084500000000002 -0.11171999999999999 0.14871000000000004 0.0089800000000000019 -0.23091999999999999 0.078340000000000007 0.080160000000000023 -0.026509999999999995 -0.042209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 10 -6 17 12 -5 25 14 21 -16 -15 -4 19 -3 -21 22 23 -9 -24 -1 -12 -28 -7 -20
right_child=1 2 9 11 8 28 -8 13 -10 -11 26 -13 -14 16 15 -17 -18 -19 29 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0028678887174842958 0.0023264258298815437 0.00088251492712004549 0.00078799176186268767 0.0020618755461610785 0.0020551311623246641 0.001848117931369722 0.0014130272514553588 0.0015983551187627838 0.0013007044487531184 0.0015171268235540656 0.0031393734407894271 0.0013928771054359072 0.0022684233265298629 0.002024508576617263 0.0023193046557798041 0.0014742179704433037 0.0026460913469721244 0.00026337065271213978 0.0011563761559384399 0.0017393759969481404 0.0013204534327450504 0.0020735213691710553 0.0022512162607340957 0.0023520894484947976 0.0024939332363180396 0.0024130234995749047 0.0023369802105132668 0.0029368699863446049 0.0013185536602933088 0.00072298963635208404
leaf_weight=20 76 23 150 37 85 22 22 22 38 26 22 58 401 21 26 32 58 22 96 31 123 143 464 21 86 909 20 20 26 21
leaf_count=20 76 23 150 37 85 22 22 22 38 26 22 58 401 21 26 32 58 22 96 31 123 143 464 21 86 909 20 20 26 21
internal_value=0 0.00134181 0.00122013 0.00228052 0.00140753 0.00230603 0.00232166 0.00233049 0.00182206 0.000825446 0.00239582 0.00165343 0.00237627 0.00222632 0.002201 0.00185305 0.00248086 0.000720889 0.00123411 0.00133692 0.00140478 0.00222842 0.00226577 0.00196646 0.00228917 0.00242282 0.00281521 0.00263693 0.00156127 0.00107859
internal_weight=0 691 615 2430 417 2335 2287 2265 123 198 1392 95 1330 873 794 58 79 172 294 177 154 736 593 43 550 929 62 40 48 117
internal_count=3121 691 615 2430 417 2335 2287 2265 123 198 1392 95 1330 873 794 58 79 172 294 177 154 736 593 43 550 929 62 40 48 117
is_linear=0
shrinkage=0.00174112


Tree=2239
num_leaves=31
num_cat=0
split_feature=1 4 1 4 376 2 2 0 457 14 3 49 0 15 16 43 4 52 49 3 16 4 150 43 49 133 13 49 49 43
split_gain=9.13004 1.6622 1.16204 1.30164 0.897325 1.04139 0.836074 1.17688 0.826368 0.702808 0.61432 0.742787 0.789082 1.01581 0.594187 0.571347 0.525076 0.518893 0.625753 0.491228 0.486923 0.464548 0.452179 0.451573 0.460179 0.448565 0.854875 0.511872 0.514115 0.485973
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.17966999999999997 0.080200000000000007 0.10981000000000002 0.11362000000000001 0.0059850000000000016 0.060310000000000009 0.062655000000000016 -0.13309499999999996 -0.015259999999999998 -0.10474999999999998 -0.41942499999999994 -0.44310499999999992 -0.52440999999999993 -0.51843499999999987 0.51358000000000004 0.0034800000000000005 -0.10023499999999998 -0.090344999999999995 -0.074729999999999977 0.091355000000000006 -0.052894999999999991 0.10877000000000002 -0.0081349999999999981 -0.10664 0.092560000000000017 0.082865000000000008 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 5 -2 9 23 17 15 -3 -12 14 -14 -13 -1 19 18 21 -17 -10 -5 -7 24 -8 27 -27 28 29 -18
right_child=1 10 3 8 -6 22 7 -9 20 -11 11 12 13 -15 -16 16 25 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010971571049226132 0.0023043584672268799 0.001494832513660511 0.002733854594493091 0.00087653177548234788 0.0004811051409634009 0.0016067888132152786 0.0031086867137356412 7.3752451715744092e-06 0.0016030273296466584 0.0031124193943973411 -0.00080412685532234122 0.00090102257752230582 0.00075367998633537768 -0.00084545556708858459 0.0024902059101279922 0.004158991107071847 0.0014511009458958242 0.0029829950249120846 0.00070607451238893413 0.0024228423562408529 0.00017066715693003385 0.0021018177157146674 0.00058281524375355497 0.0016398556688272789 0.001795146634437644 0.0010555240358029545 0.0023119158082476983 0.0018859152645332173 0.0035591463588520037 0.0026057269722099979
leaf_weight=22 119 53 82 23 39 80 38 20 26 83 23 50 94 34 21 20 24 22 33 21 35 126 41 76 30 35 1243 68 34 506
leaf_count=22 119 53 82 23 39 80 38 20 26 83 23 50 94 34 21 20 24 22 33 21 35 126 41 76 30 35 1243 68 34 506
internal_value=0 0.00116534 0.0022876 0.00186093 0.00159649 0.00177774 0.00235429 0.00180952 0.00159082 0.00239774 0.000727917 0.000544824 0.000700733 0.00032891 0.00137106 0.00236768 0.002382 0.00183292 0.0016939 0.00326974 0.000781181 0.00191268 0.00125982 0.00205982 0.00252918 0.00236295 0.00227751 0.00253572 0.00261407 0.00255344
internal_weight=0 554 2567 347 279 240 2220 164 265 2056 275 222 199 128 71 1973 1951 204 182 41 61 149 121 144 68 1910 1278 632 564 530
internal_count=3121 554 2567 347 279 240 2220 164 265 2056 275 222 199 128 71 1973 1951 204 182 41 61 149 121 144 68 1910 1278 632 564 530
is_linear=0
shrinkage=0.00792826


Tree=2240
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 2 1 2 50 4 1 52 1 457 43 1 11 4 16 159 3 11 11 1 43
split_gain=205.508 32.1504 17.7312 15.0865 11.4551 9.06623 9.2522 6.81653 6.52744 5.94468 4.99336 4.7547 4.03171 2.49774 2.33076 2.31086 2.21115 2.08817 1.95562 2.86777 1.7388 1.71418 1.56157 2.16708 1.57133 1.9586 1.70093 1.46511 1.4587 1.45058
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.10855000000000002 0.062655000000000016 0.089885000000000007 0.077845000000000011 0.11928500000000002 0.041865000000000006 -0.062539999999999984 0.091195000000000012 -0.56176499999999996 0.13534000000000004 0.080930000000000016 -0.016814999999999997 0.12000500000000001 1.0000000180025095e-35 0.038415000000000012 -0.45661999999999997 0.082585000000000006 -0.091054999999999983 0.082485000000000017 0.084680000000000019 0.13075500000000004 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 20 -9 10 15 -4 27 -6 -10 -1 -12 -16 22 -20 -3 -11 24 -24 26 -26 -18 -2 -5 -13
right_child=1 4 11 28 13 -7 -8 8 14 21 16 29 -14 -15 17 -17 18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024149785054190299 0.0021073496996102505 0.001170050158582367 0.0021825771296160282 0.0014065180518035927 0.00047091328738346457 0.0015990937331179871 0.0013970991015286747 0.0017573762171425699 0.0016939143255947095 0.0024038316199990356 0.0025692549270258541 0.0015704023828628174 0.0014488448445177621 0.0010551807114564306 0.001205894625330197 0.0022416210602365034 0.0022683526679890525 0.00070297649664281012 0.002261356066937518 0.0014863602121099483 0.00072006560910396885 0.0028856905219480106 0.0023805765727414412 0.0020244801878866723 0.0021272242219636367 0.002724958130910244 0.001808312642289424 0.0025079100878509213 0.00096201448549726584 0.0010763082988170585
leaf_weight=1117 99 30 28 60 73 41 25 68 20 25 45 49 20 23 139 220 487 23 25 21 65 60 56 151 20 38 20 28 25 20
leaf_count=1117 99 30 28 60 73 41 25 68 20 25 45 49 20 23 139 220 487 23 25 21 65 60 56 151 20 38 20 28 25 20
internal_value=0 0.00132836 0.00229302 0.00179426 0.00108326 0.00231975 0.00233254 0.00121471 0.00134867 0.00234278 0.00232728 0.00164524 0.00209405 0.000610894 0.00119597 0.00238645 0.0022356 0.00113449 0.00221724 0.00190755 0.000862166 0.00274397 0.00223569 0.00212082 0.00227778 0.00251884 0.00225021 0.00219566 0.00127578 0.00142719
internal_weight=0 673 2448 232 441 2351 2310 345 250 2285 2200 97 147 96 182 1337 863 162 818 46 95 85 772 207 565 58 507 127 85 69
internal_count=3121 673 2448 232 441 2351 2310 345 250 2285 2200 97 147 96 182 1337 863 162 818 46 95 85 772 207 565 58 507 127 85 69
is_linear=0
shrinkage=0.00154607


Tree=2241
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 3 150 1 3 12 0 15 2 1 0 4 133 13 457 52 16 16 1429 52 0 15 4 42 13 2
split_gain=8.50885 1.49537 1.11334 1.20244 1.21274 0.927534 0.828433 0.710745 0.697614 0.647441 0.62687 0.67445 0.600298 0.558317 0.520071 0.544753 0.447578 0.438875 0.466428 0.397571 0.499951 0.396114 0.614247 0.729115 0.654355 1.07457 1.74983 0.469556 0.426489 0.487891
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.084680000000000019 0.092390000000000014 -1.0000000180025095e-35 0.11734000000000001 -0.098289999999999975 -0.095869999999999983 0.14530500000000005 0.15964000000000003 -0.14226499999999997 0.053180000000000012 -0.085499999999999979 -0.004174999999999999 0.078435000000000019 0.08257500000000001 -0.034884999999999992 0.0057500000000000008 0.086095000000000019 -0.42058999999999996 0.11070500000000001 0.040760000000000005 -0.043364999999999994 0.096035000000000023 -0.0021749999999999994 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 12 16 -9 14 11 -10 -2 -3 -4 21 -7 18 -8 20 -18 28 23 -23 25 26 -25 -27 -16 -30
right_child=1 13 9 -5 -6 7 17 8 10 -11 -12 -13 -14 -15 15 -17 19 -19 -20 -21 -22 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.00059633375750259927 0.0018428896881059254 0.00078346401667612857 0.0027373658455280237 0.002817420093060497 6.0918009966299394e-05 0.0013836944600525162 0.000944872540135932 0.001025060486010855 0.0024374395964445084 0.0015056349475440598 0.0031038018413809074 0.00066364464658752345 0.000628215696509488 -0.00029106339291009312 0.0022882530584138034 0.0017672893072687022 0.0013823002947377194 0.0016217249744897829 -0.00044345267989849042 0.0030736860367075163 0.0024260798499360142 0.0022042472367754394 0.0026387179250894495 -0.0011499924332007971 0.0027454094464134855 0.001440572203498987 0.0013993279533420521 0.0025963734202936791 0.0021729739179113246 0.0014825042362889315
leaf_weight=37 172 246 78 48 26 35 37 88 23 87 20 23 25 29 1120 202 35 25 20 29 83 149 60 20 20 44 52 33 175 80
leaf_count=37 172 246 78 48 26 35 37 88 23 87 20 23 25 29 1120 202 35 25 20 29 83 149 60 20 20 44 52 33 175 80
internal_value=0 0.00105344 0.00205435 0.00172215 0.00159039 0.001697 0.00143124 0.00181821 0.00145199 0.00212439 0.00202123 0.00155054 0.00168874 0.00067015 0.00215087 0.00212747 0.00212808 0.000812614 0.000457741 0.00230532 0.00211648 0.00216897 0.00195898 0.00183073 0.00150141 0.00133443 0.000691183 0.00193592 0.0022267 0.00195636
internal_weight=0 554 2567 447 399 373 279 336 154 2120 66 46 197 275 2033 1955 182 82 57 147 118 1753 378 318 169 149 72 77 1375 255
internal_count=3121 554 2567 447 399 373 279 336 154 2120 66 46 197 275 2033 1955 182 82 57 147 118 1753 378 318 169 149 72 77 1375 255
is_linear=0
shrinkage=0.00732449


Tree=2242
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 132 1375 133 13 0 40 0 12 130 4 4 15 34 2 2 49 151 3 15 52 4 50 50 11 43
split_gain=6.99518 1.88682 1.01688 0.72842 0.637452 0.631268 0.634955 0.771922 0.632088 0.603057 0.598853 0.590825 0.583466 0.560247 0.694462 0.552358 1.3618 0.469746 0.732495 0.406588 0.399201 0.386275 0.516424 0.553077 0.61112 0.489738 0.38445 0.468042 0.360831 0.917936
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 -0.42850999999999995 0.08696000000000001 -0.096099999999999977 0.086990000000000012 -0.061684999999999997 -0.26343999999999995 -0.084904999999999994 -0.23194499999999998 0.099815000000000015 -0.0060099999999999989 -0.033174999999999989 -0.064054999999999987 -0.03241999999999999 -0.021334999999999996 0.13501500000000002 0.099185000000000009 -0.006494999999999999 -0.089309999999999987 -0.0049599999999999991 -0.085319999999999993 -0.13993999999999998 -0.0047449999999999992 0.127945 1.0000000180025095e-35 1.0000000180025095e-35 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 13 -5 6 -4 8 20 -10 -9 -1 28 -2 -15 19 -17 -16 -19 -13 -8 -11 25 -24 -25 -23 27 -14 -3 -30
right_child=3 12 5 4 -6 -7 7 10 9 21 -12 15 26 14 17 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.003238304881537426 4.7806698277011042e-06 0.0020921168251524904 9.9634824737264974e-05 0.0010802671774098459 -0.00026307100455422416 0.00016348242704675213 0.0015954201229781315 -0.00045950407259255795 0.00094266714797873051 0.0030560849164063715 0.0012694388931634671 0.0027620315632665539 0.0017475848042458259 0.0022438684194918015 0.00016216008806614054 0.0020307520853366824 -4.2082232904583269e-05 0.0015760290006969389 0.00047707442238188692 0.0014318681264602283 0.00038818964220812592 0.00040942335785643124 0.0015183850411008165 0.0019726273630118422 0.0036443399854014457 0.002031336326338379 0.0010366197013360386 0.0026017196609496203 0.0022265051549372576 0.00388233946529718
leaf_weight=22 31 1671 22 34 64 28 36 20 34 23 34 52 284 31 37 76 27 99 62 20 33 22 35 28 27 25 39 47 133 25
leaf_count=22 31 1671 22 34 64 28 36 20 34 23 34 52 284 31 37 76 27 99 62 20 33 22 35 28 27 25 39 47 133 25
internal_value=0 0.00196335 0.00155425 0.000785492 0.000202985 0.00130761 0.00140211 0.0014925 0.00166978 0.00190158 0.00062909 0.00201374 0.00206827 0.00100505 0.00114046 0.00185979 0.00148739 0.000967704 0.00115283 0.00239254 0.00101805 0.00210534 0.00194573 0.00229749 0.00279329 0.00127214 0.00178114 0.00186887 0.00212636 0.0024885
internal_weight=0 2763 564 358 98 367 339 317 263 194 54 197 2199 260 229 175 103 198 161 72 69 160 137 90 55 47 370 331 1829 158
internal_count=3121 2763 564 358 98 367 339 317 263 194 54 197 2199 260 229 175 103 198 161 72 69 160 137 90 55 47 370 331 1829 158
is_linear=0
shrinkage=0.00792826


Tree=2243
num_leaves=31
num_cat=0
split_feature=1 12 44 1 3 12 42 4 51 43 13 48 3 13 0 130 4 158 14 51 151 1 15 159 52 51 47 49 42 51
split_gain=5.6661 1.52833 0.845438 0.869821 0.59285 0.587442 0.530434 0.534667 0.515146 0.493229 1.18297 0.539905 0.480654 0.554761 0.705984 0.441355 0.577553 0.439852 0.413909 0.461079 0.403083 0.522789 0.396401 0.377175 0.363248 0.538094 0.451504 0.360819 0.467071 0.509022
threshold=0.11846000000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.31370500000000007 -0.42850999999999995 0.11457500000000002 0.053180000000000012 0.11218000000000002 -0.11720999999999999 0.0076650000000000008 0.10168500000000001 -0.081054999999999974 -0.06532499999999998 -0.067094999999999988 -0.0060099999999999989 -0.033174999999999989 0.083705000000000016 -0.46166999999999997 -0.40274499999999996 1.0000000180025095e-35 0.083345000000000016 -0.089549999999999991 0.10904500000000002 -0.40967499999999996 -0.12463499999999998 0.078345000000000012 -0.082254999999999981 -0.035074999999999988 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 27 15 -6 7 -3 9 -5 11 24 -8 -14 -15 -2 -17 20 -18 -20 21 -9 -23 -19 -11 -26 -27 -1 -29 -30
right_child=4 6 -4 8 5 -7 12 17 -10 10 -12 -13 13 14 -16 16 18 23 19 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0024151795099372148 3.7456666558002211e-06 0.0016943725868570144 0.0023869429565432122 0.0018883499286439407 0.0008463938170445044 -0.00030373612939830493 0.00179526776204028 0.0013628765291446611 0.00203052082108805 0.0019261537595390062 -0.00080463415886278646 5.4537606858754163e-05 0.0016494075362262419 -0.00036334055400440987 0.0010932624629765493 0.0017418852264669488 0.0016173028734397343 0.0022836196225017665 0.0015259916804189516 0.00049923893059046335 0.0020814730130179768 0.00099147961917807228 -0.0001672055711665721 0.0012104064747348255 -0.00012586860687709665 0.00094431264408203607 0.0019298174642970614 0.00082457880890114525 0.0018718580089008743 0.00073092280673778915
leaf_weight=20 31 1769 28 22 34 56 52 116 20 20 20 30 40 23 51 32 23 39 24 158 22 39 22 26 20 194 25 44 98 23
leaf_count=20 31 1769 28 22 34 56 52 116 20 20 20 30 40 23 51 32 23 39 24 158 22 39 22 26 20 194 25 44 98 23
internal_value=0 0.00153829 0.00121776 0.00115669 0.000615436 0.000130757 0.0016205 0.00165113 0.00095483 0.000889834 0.000818742 0.000931086 0.00124536 0.000994525 0.000640534 0.000778201 0.000879501 0.00136139 0.000744885 0.000634635 0.00120038 0.00109086 0.000573593 0.00185433 0.00103262 0.000957844 0.00105681 0.00153967 0.00143354 0.00165499
internal_weight=0 2763 564 536 358 90 2199 2033 351 331 309 289 166 114 74 268 237 264 205 182 199 177 61 65 259 239 219 185 165 121
internal_count=3121 2763 564 536 358 90 2199 2033 351 331 309 289 166 114 74 268 237 264 205 182 199 177 61 65 259 239 219 185 165 121
is_linear=0
shrinkage=0.00690203


Tree=2244
num_leaves=31
num_cat=0
split_feature=1 12 44 1 1 47 401 40 42 1208 42 4 51 151 51 132 42 3 150 158 0 1 50 1456 0 1374 402 1428 41 472
split_gain=4.58954 1.23794 0.684805 0.704555 0.505272 0.461535 0.455643 0.445179 0.429651 0.457774 0.492714 0.43308 0.417268 0.405158 0.401822 0.468623 0.531148 0.362639 0.360994 0.356373 0.352549 0.732851 1.50896 0.675462 0.547617 0.658668 0.480408 0.475191 0.679798 0.570423
threshold=0.11846000000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.16773500000000005 0.085505000000000012 0.085900000000000018 -0.0087249999999999984 0.11457500000000002 0.099975000000000008 0.11720500000000002 0.053180000000000012 0.11218000000000002 0.095500000000000015 0.092545000000000016 0.08696000000000001 -0.0060199999999999993 -0.077644999999999978 -0.07848999999999999 0.085030000000000008 -0.089964999999999976 0.08592000000000001 0.041865000000000006 -0.079704999999999984 -0.089019999999999974 0.086000000000000007 0.089785000000000018 1.0000000180025095e-35 0.077565000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -7 11 10 -10 20 13 14 15 16 -5 -12 -18 -13 21 23 -23 -3 -22 26 27 28 -26 -29
right_child=4 8 -4 12 -6 7 -8 -9 9 -11 17 19 -14 -15 -16 -17 18 -19 -20 -21 24 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0014416824526332977 0.00056952605617637952 0.00091238238503147339 0.0022350378961422108 0.0021953660408423671 -0.00045330240250756736 0.0002872480371509616 -0.00056362898636080048 0.0013543341140724975 1.1422975334373768e-05 0.0018702188534526645 0.0016414595922201569 0.0011316683206823021 0.0019012984729911008 -0.00010834483819898191 7.9910224617617392e-05 2.2367013250310047e-05 0.0003145467122401015 0.00079600118631757656 0.00109536826438356 0.0017612332877761188 0.00058067374622493512 -0.00032229723781448515 0.0022788663400779754 0.0020953558426378034 0.0014804897139219706 0.0027163274317554636 0.0018871031317043653 0.0012729788666843546 0.0001767723721258947 0.0026533226584610188
leaf_weight=185 215 28 28 20 23 28 20 72 23 37 47 204 20 22 28 24 36 59 201 60 30 23 23 224 1151 25 180 26 21 38
leaf_count=185 215 28 28 20 23 28 20 72 23 37 47 204 20 22 28 24 36 59 201 60 30 23 23 224 1151 25 180 26 21 38
internal_value=0 0.00144039 0.00114026 0.00108307 0.00057627 0.000646957 0.000473087 0.00105555 0.00151737 0.00116611 0.00096415 0.00154605 0.000894065 0.000833205 0.000900241 0.000981982 0.0010716 0.00117087 0.000976762 0.00127475 0.00158654 0.00181177 0.000978285 0.00196391 0.00154092 0.00156091 0.00154051 0.00149003 0.00145713 0.00209256
internal_weight=0 2763 564 536 358 335 235 100 2199 166 129 2033 351 331 309 281 257 106 237 264 1769 298 46 252 1471 1441 1416 1236 1172 64
internal_count=3121 2763 564 536 358 335 235 100 2199 166 129 2033 351 331 309 281 257 106 237 264 1769 298 46 252 1471 1441 1416 1236 1172 64
is_linear=0
shrinkage=0.00718087


Tree=2245
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 1 2 47 14 11 1 4 2 1 2 2 49 47 4 3 13 16 130 133 52 1 131
split_gain=196.459 31.9254 19.3549 16.3633 13.0225 9.85334 8.10241 7.1377 5.4657 5.05369 4.31082 3.72209 2.80672 2.82488 4.07162 2.50957 1.95357 1.90808 1.70684 1.66097 1.44619 2.99342 1.44202 1.65136 1.56741 1.37816 1.61471 1.35812 1.3365 1.29819
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.40473500000000007 0.092845000000000025 0.13754500000000003 0.13082500000000002 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.094835000000000017 0.086920000000000011 0.25063000000000007 0.14122000000000004 0.088340000000000016 0.090100000000000013 0.41555500000000006 -0.11171999999999999 0.14871000000000004 0.27776000000000006 -0.076894999999999977 0.087035000000000015 0.40674500000000008 0.11588000000000001 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 8 18 6 11 28 15 12 17 16 13 22 -15 -1 27 -4 20 -17 25 -22 23 -8 -24 -3 -27 -5 -6 -2
right_child=1 2 10 5 7 -7 9 -9 -10 -11 -12 -13 -14 14 -16 19 -18 -19 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019065589094028131 0.0019503289460697222 0.00033133216872120334 0.00028331832833550344 0.0019119510173932134 0.0017768219779901869 0.00084905330127303116 0.0011804295524466763 0.00075193430195996528 0.0009323408084524077 0.0011319304172762851 0.00092149766589173917 0.0022569384494338981 0.0019893754646231679 0.0018069669103645313 0.0010108279122713426 0.0010339969670870989 0.0017724853190635281 -0.00012174588399538737 0.00037096942828262233 0.001588272185308077 0.0012806468800256117 0.00052943124303650663 0.0017665333353092205 0.0017481976129561435 0.0015629612948476917 0.00082045145886053934 0.00049637571710839845 0.0015466400974911703 0.001383731886557245 0.0015083814130895342
leaf_weight=28 47 22 122 902 39 26 25 37 66 37 22 60 81 28 34 24 397 36 31 28 32 21 555 24 108 147 49 25 44 24
leaf_count=28 47 22 122 902 39 26 25 37 66 37 22 60 81 28 34 24 397 36 31 28 32 21 555 24 108 147 49 25 44 24
internal_value=0 0.000820416 0.000704774 0.0017636 0.000885826 0.00179544 0.00180625 0.00131668 0.00126168 0.00169134 0.000280305 0.0018803 0.00171555 0.00168689 0.00137037 0.00153339 0.00186323 0.000191025 0.000714625 0.00133245 0.000753937 0.000982995 0.00171446 0.00145852 0.00173337 0.000698248 0.000739433 0.0019021 0.00156844 0.00180094
internal_weight=0 673 602 2448 422 2302 2276 120 146 892 180 1384 855 774 62 80 1324 158 302 52 271 53 712 49 663 218 196 927 83 71
internal_count=3121 673 602 2448 422 2302 2276 120 146 892 180 1384 855 774 62 80 1324 158 302 52 271 53 712 49 663 218 196 927 83 71
is_linear=0
shrinkage=0.00154607


Tree=2246
num_leaves=31
num_cat=0
split_feature=4 2 3 48 2 3 149 10 0 9 15 52 3 49 147 11 4 52 0 401 13 13 2 13 156 2 1429 3 1 1209
split_gain=4.56844 1.36348 1.02936 0.677187 0.702034 0.646213 0.63544 0.646069 0.51828 0.499134 0.454443 0.451765 0.542852 0.556257 0.78296 0.425342 0.434853 0.582461 0.527272 0.501494 0.833024 1.00009 0.888831 0.508947 1.00938 1.23744 0.814099 0.546312 1.07042 0.60075
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 0.14174500000000004 -0.0091949999999999983 0.30112000000000005 0.07770500000000001 -0.079859999999999987 -0.072594999999999979 -0.08477999999999998 -0.15914499999999995 0.5140450000000002 0.12745000000000004 -0.087004999999999985 0.08598500000000002 0.10334500000000001 -0.082249999999999976 0.11277500000000001 -0.097734999999999989 1.0000000180025095e-35 -0.091904999999999987 -0.096404999999999991 0.08839000000000001 -0.085964999999999986 0.086945000000000008 0.091055000000000011 0.083810000000000009 -0.089519999999999988 0.086105000000000015 -0.077594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 8 11 7 -2 -4 -10 -1 12 13 -6 -15 16 17 18 -12 20 21 22 -18 24 25 26 -22 28 -25 -29
right_child=6 -3 3 -5 5 -7 -8 -9 9 -11 15 -13 -14 14 -16 -17 19 -19 -20 -21 23 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=0.0023213406730539579 -0.0004240343647382079 -4.2431389252074469e-05 0.0015483633315031638 9.8612798442712361e-05 0.0022079823800082296 0.00052431706557638639 0.001610230196699355 0.00058112444257482285 0.00085261888651844402 -0.000615716407271976 0.0026656205803691378 0.00061656259220973424 0.0022864003572728381 0.0013865997582869207 -8.9060280019884373e-05 0.00046990740056252758 0.0020511297605476679 0.00068510898577571304 0.0017095333269641266 0.0018758102469700062 0.0016127643393107228 -0.00037422559340203156 0.00031715086488351126 0.0013374031446143516 0.003181827386976528 0.003286726705060528 0.00015194398093166983 0.00026158114957758533 -0.00014955594716731653 0.0015194311060174872
leaf_weight=40 39 33 21 27 42 48 28 285 27 23 33 37 39 543 20 20 35 28 497 145 139 29 29 110 25 21 24 21 34 679
leaf_count=40 39 33 21 27 42 48 28 285 27 23 33 37 39 543 20 20 35 28 497 145 139 29 29 110 25 21 24 21 34 679
internal_value=0 0.0014375 0.00145535 0.0012395 0.001278 0.00134572 0.000551618 0.000460133 0.000582745 0.000177185 0.00154886 0.00140361 0.00144883 0.00139484 0.00133418 0.00153233 0.00154382 0.00171467 0.00176906 0.00146997 0.00141862 0.000754133 0.00126542 0.00147731 0.0018009 0.00161327 0.00139767 0.00139718 0.000986316 0.0014817
internal_weight=0 2769 2736 827 800 729 352 324 71 50 1909 681 644 605 563 1869 1849 558 530 1291 1146 93 64 1053 209 184 163 844 144 700
internal_count=3121 2769 2736 827 800 729 352 324 71 50 1909 681 644 605 563 1869 1849 558 530 1291 1146 93 64 1053 209 184 163 844 144 700
is_linear=0
shrinkage=0.00732449


Tree=2247
num_leaves=31
num_cat=0
split_feature=1 2 124 33 454 13 3 132 3 16 52 48 15 11 16 4 2 3 2 34 1424 4 481 0 48 16 4 3 151 159
split_gain=3.76243 0.998044 0.648385 0.575478 0.544837 0.526845 0.428412 0.508504 0.493337 0.400808 0.914314 0.698195 0.42679 0.529917 0.375287 0.37209 0.445569 0.354678 0.386654 0.62489 0.335313 0.340872 0.542448 0.49768 0.598507 0.530205 1.5414 0.475333 0.76216 0.509536
threshold=0.11846000000000002 0.10527500000000002 -0.083859999999999976 0.083840000000000012 -0.037229999999999992 -0.0093149999999999986 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.40020000000000006 -0.082554999999999976 0.085130000000000025 -0.07490999999999999 0.090070000000000025 0.51222500000000004 -0.022844999999999997 0.113445 0.12745000000000004 0.13093500000000002 -0.010024999999999997 1.0000000180025095e-35 -0.082249999999999976 -0.009074999999999998 -0.086934999999999985 0.091545000000000015 0.083160000000000026 -0.14098499999999997 0.092670000000000016 -0.0038099999999999996 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 20 -3 -1 17 8 -8 10 11 -6 -11 14 -14 16 -12 18 19 -2 21 23 -23 -4 25 26 -25 29 -29 -24
right_child=6 4 3 -5 9 -7 7 -9 -10 12 15 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 27 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012585225358014238 5.4495079012406975e-05 -0.00019047238046848003 0.0020889166197697591 0.0028091852786979832 -0.00050107526903555395 -2.1800745440011345e-05 0.00015540835111482331 0.0010419623619707002 -0.0013098001068000745 0.0024746301917779661 0.0022555564380092727 0.0013131744222837892 0.00021293679646569585 0.002233913035619723 0.001312809548670974 0.00099176690460172018 0.0011214505328119059 0.00141447284721145 0.00016548907325113164 0.0012083251983444473 0.0024871164100731943 0.0018080863271554149 0.0013287871346840583 -0.00030271645955379868 0.00027636543916140791 0.002126927754385471 0.0016071475259912163 0.0016790404889037141 -0.00026875433236435518 0.0017998485495677348
leaf_weight=58 43 20 124 21 40 31 52 26 20 23 38 20 26 30 78 205 51 38 85 94 21 195 1106 29 23 91 316 23 28 166
leaf_count=58 43 20 124 21 40 31 52 26 20 23 38 20 26 30 78 205 51 38 85 94 21 195 1106 29 23 91 316 23 28 166
internal_value=0 0.00140215 0.00147564 0.00150318 0.00109322 0.000812567 0.00053832 9.15944e-05 -0.000251594 0.00114346 0.000995587 0.000103675 0.00147688 0.00130562 0.00103784 0.00117761 0.00160568 0.000706702 0.000585551 0.000846174 0.00149026 0.00148029 0.00141771 0.00164325 0.00152285 0.0015886 0.00144661 0.00136017 0.000609663 0.00139026
internal_weight=0 2763 2232 2143 531 89 358 98 72 511 354 60 157 134 104 294 89 260 222 137 2122 2101 1518 583 459 436 345 1323 51 1272
internal_count=3121 2763 2232 2143 531 89 358 98 72 511 354 60 157 134 104 294 89 260 222 137 2122 2101 1518 583 459 436 345 1323 51 1272
is_linear=0
shrinkage=0.00792826


Tree=2248
num_leaves=31
num_cat=0
split_feature=4 2 1 457 13 12 40 149 10 13 3 49 12 150 4 42 133 133 15 39 43 50 50 157 1210 2 483 474 0 1453
split_gain=3.08714 0.969598 0.69332 0.827933 0.594505 0.630336 0.615703 0.490545 0.515396 0.452935 0.42535 0.456589 0.387592 0.426329 0.388901 1.05713 0.376203 0.604502 0.483774 0.383895 0.646655 0.436895 0.397396 0.395755 0.391374 0.866573 0.409907 0.50762 0.512387 0.375245
threshold=0.27287000000000006 0.17025000000000004 0.089625000000000024 0.079590000000000008 -0.14819499999999997 -0.010834999999999999 -0.0061149999999999998 0.07770500000000001 -0.079859999999999987 -0.42195999999999995 -0.017889999999999996 -0.061079999999999988 0.087765000000000024 0.10921500000000002 -0.15764999999999998 0.085465000000000013 0.11269500000000002 0.10466000000000002 0.087065000000000017 0.10076500000000001 -0.11720999999999999 0.10917 0.11219500000000002 -0.089089999999999989 -0.082214999999999983 0.084755000000000011 -0.040619999999999996 0.085860000000000006 -0.086284999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 9 6 -6 8 -2 -4 -5 -12 13 16 15 -14 17 19 -18 20 -1 23 -23 -22 25 -25 29 -28 -29 -26
right_child=7 -3 3 10 5 -7 -8 -9 -10 -11 11 -13 14 -15 -16 -17 18 -19 -20 -21 21 22 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0024317944402184135 -0.00047778141542582285 -9.0995301688119126e-05 0.0011470258423289512 -0.00050648202133867014 0.0010535918090093278 0.0013821728759478501 -0.00041944492105153896 0.0015097913868902862 0.00051343002563788293 -0.0002245201797367361 0.0012621208642887021 -4.4115818922379995e-05 0.0015246001270182302 0.00048040500090217839 0.0013115594465439326 -0.00081045136109702187 0.001641948314216386 0.0029253891679180211 8.193750425686925e-05 0.00058767295381937268 0.0023839540173783732 -7.4556532193654606e-05 0.0014211361644904557 0.0010761090891229456 0.0025739469957769463 0.0034281672379341691 0.0014724075452235781 -0.00038273657462389936 0.001299786983683199 0.0012530870676295538
leaf_weight=53 39 33 31 25 72 538 25 28 285 32 42 30 32 26 931 21 26 21 26 27 36 21 26 20 39 21 544 20 29 22
leaf_count=53 39 33 31 25 72 538 25 28 285 32 42 30 32 26 931 21 26 21 26 27 36 21 26 20 39 21 544 20 29 22
internal_value=0 0.00128689 0.00130351 0.00110236 0.00119965 0.00127399 0.000673943 0.000482864 0.000394118 0.000450368 0.000402305 0.000717856 0.0013859 0.00150177 0.0012732 0.000599391 0.0015303 0.00156984 0.000861943 0.00153666 0.00156749 0.00150861 0.000752848 0.0015572 0.00151438 0.00228082 0.00146633 0.0014014 0.000613043 0.00209757
internal_weight=0 2769 2736 795 698 635 97 352 324 63 97 72 1941 957 984 53 931 879 52 858 831 778 47 731 695 41 654 593 49 61
internal_count=3121 2769 2736 795 698 635 97 352 324 63 97 72 1941 957 984 53 931 879 52 858 831 778 47 731 695 41 654 593 49 61
is_linear=0
shrinkage=0.00808683


Tree=2249
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 4 1 14 2 457 1 1 50 47 0 1 4 2 0 50 475 13 47 4 3 12 52 16 4
split_gain=116.409 15.5104 12.5418 8.23118 7.15901 6.05778 4.22856 3.28308 3.26687 3.15224 3.18439 2.54614 2.1836 1.92114 1.76044 1.76855 1.68989 1.45417 1.31245 1.75217 1.27854 1.20512 1.20089 1.09031 1.08537 1.07042 1.1771 1.015 1.4982 1.38947
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.27287000000000006 0.092845000000000025 0.076975000000000002 0.14285500000000004 0.080930000000000016 0.12765500000000005 0.089625000000000024 0.089465000000000017 0.090100000000000013 -0.062294999999999996 0.122715 -0.078439999999999996 0.090425000000000019 -0.076234999999999983 0.041865000000000006 -0.066784999999999983 -1.0000000180025095e-35 0.10350500000000001 -0.55119499999999988 0.090900000000000009 0.086505000000000012 0.039215000000000007 0.11346000000000002 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 16 6 14 -4 12 10 21 -8 17 18 22 -16 23 24 19 -14 -7 -5 -3 -2 -1 26 -19 29 -29 -23
right_child=1 5 7 9 -6 20 11 -9 -10 -11 -12 -13 13 -15 15 -17 -18 25 -20 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0023685384230929616 0.001995453945966362 0.00093740801750326797 0.0017271015403816179 0.0019814682572241301 0.0010541139037050151 0.00041876474986432999 0.0010288505766877724 0.0011285329375465207 0.0022758080619433543 0.001254045161366107 0.0012576910579005073 0.00060400901063258387 0.0018452956876395372 0.0019595554020509268 0.0016592631885716342 0.0010587121924215336 0.0013708023443802166 0.0019904963594905298 0.0013803242542750399 0.0014532580047813624 0.00086095010839780405 0.0017104976725019147 0.0013394447845409135 0.0016160142826855889 0.0019980464052427199 0.0015799982100397614 0.0018637635612474936 0.0019184038826403499 0.0015044802478057296 0.0012634463689584026
leaf_weight=22 47 70 37 67 74 75 70 74 75 39 34 83 144 139 33 22 29 346 28 39 23 172 28 36 655 26 459 125 29 21
leaf_count=22 47 70 37 67 74 75 70 74 75 39 34 83 144 139 33 22 29 346 28 39 23 172 28 36 655 26 459 125 29 21
internal_value=0 0.00105805 0.00186733 0.00189206 0.00145011 0.000877554 0.000991251 0.00132806 0.00194009 0.00170143 0.00174038 0.000798381 0.00192654 0.00180979 0.00118412 0.00141904 0.00171175 0.00195364 0.00171113 0.00176175 0.000522543 0.00178002 0.00105228 0.00183088 0.00201009 0.00190765 0.00191824 0.00174112 0.00184046 0.00166185
internal_weight=0 590 2531 2420 186 404 306 111 1933 487 448 153 1858 350 153 55 112 1508 211 183 98 414 98 83 677 831 805 347 154 193
internal_count=3121 590 2531 2420 186 404 306 111 1933 487 448 153 1858 350 153 55 112 1508 211 183 98 414 98 83 677 831 805 347 154 193
is_linear=0
shrinkage=0.0016407


Tree=2250
num_leaves=31
num_cat=0
split_feature=1 123 44 2 4 11 11 11 156 48 10 2 10 47 12 3 15 1 3 40 1 0 3 151 1213 12 0 0 0 43
split_gain=3.06869 0.817926 0.875222 0.625677 0.514953 0.481275 0.513517 0.585475 0.516091 0.415918 0.397714 0.716402 0.54574 0.44483 0.393833 0.658698 0.594941 0.813423 0.413746 0.38032 0.399569 1.01518 0.949513 0.512014 0.44251 0.389461 0.691265 1.04588 0.614624 0.477156
threshold=0.11846000000000002 1.0000000180025095e-35 0.081805000000000017 0.10803500000000001 0.27287000000000006 0.096970000000000015 0.080455000000000013 0.085155000000000022 1.0000000180025095e-35 0.12933000000000003 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.11419000000000001 -0.42850999999999995 0.16158000000000003 -0.40580499999999992 0.13927000000000003 0.12745000000000004 -0.024094999999999995 0.086920000000000011 -0.13027499999999997 0.097915000000000016 -0.0077149999999999988 0.0036000000000000003 0.087695000000000009 -0.068604999999999985 0.13134000000000004 -0.062764999999999974 -0.11720999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 19 -8 -9 -5 11 12 -2 -14 -13 18 -17 -18 -16 -1 25 22 23 -22 -23 29 -27 28 -28 -21
right_child=10 4 -4 9 -6 -7 7 8 -10 -11 -12 14 13 -15 15 16 17 -19 -20 20 21 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0028000961000030568 0.00041303917480452445 0.0010808397229990713 0.0031327915282946136 0.0012367604248191852 -0.00032712857844597248 0.00013647549106863142 0.0033143433099272149 0.0007905744603423795 0.0027237222334912099 -0.00013883573283703362 -0.00022194723073045187 0.0016229881198331095 0.0025100272638636754 0.0009734705474702983 0.00037471008900301611 0.00075626631756247015 0.00011871882103819081 -0.002530619917176782 0.0017265981464262908 0.0026328153828223829 0.00040101513256508988 0.0015528072877307713 0.0015804071297129052 -0.0017009251231282702 0.00043945121577843152 0.0015556632180381395 0.00086247860926748614 0.0021840987775890498 -0.0013875215377093782 0.0017040962263021508
leaf_weight=21 36 132 29 367 27 20 31 26 22 20 47 20 37 29 105 20 20 20 24 51 20 463 28 20 33 643 20 22 22 746
leaf_count=21 36 132 29 367 27 20 31 26 22 20 47 20 37 29 105 20 20 20 24 51 20 463 28 20 33 643 20 22 22 746
internal_value=0 0.00148855 0.00152804 0.00150997 0.000841751 0.00157087 0.0015841 0.00231926 0.0016766 0.00116567 0.000574496 0.000694859 0.00133305 0.00183487 0.000383397 0.000252223 -0.000551878 -0.00120595 0.000626224 0.0015563 0.00154367 0.00133281 0.000268429 -0.000649955 0.00147873 0.00162274 0.00146403 0.000543348 -0.000316093 0.00176352
internal_weight=0 2763 2604 2575 159 2188 2168 79 48 387 358 311 102 66 209 189 60 40 129 2089 2068 564 68 40 496 1504 707 64 42 797
internal_count=3121 2763 2604 2575 159 2188 2168 79 48 387 358 311 102 66 209 189 60 40 129 2089 2068 564 68 40 496 1504 707 64 42 797
is_linear=0
shrinkage=0.00928922


Tree=2251
num_leaves=31
num_cat=0
split_feature=1 97 44 2 0 43 1429 149 49 157 1 147 0 43 4 0 12 16 43 4 4 43 1374 475 1447 16 1211 2 403 12
split_gain=2.49232 0.780751 0.723974 0.739455 0.841004 0.367908 0.352442 0.358107 0.467782 0.420027 0.35023 0.34451 0.332684 0.647396 0.828877 0.504631 0.854171 0.703063 0.451645 0.468551 0.405458 0.383934 0.599183 0.42564 0.411517 0.509923 0.541651 0.468408 0.906807 0.487331
threshold=0.12000500000000001 -0.0047149999999999996 1.0000000180025095e-35 0.10252500000000002 -0.13843999999999998 -0.087324999999999986 -0.092414999999999983 0.079000000000000015 -0.15302999999999997 -0.23976499999999998 0.16773500000000005 0.089365000000000014 -0.075934999999999989 -0.079734999999999986 -0.14098499999999997 -0.071719999999999992 0.094835000000000017 -0.080344999999999986 -0.14035499999999998 -0.015624999999999998 -0.42529999999999996 -0.083434999999999995 0.086000000000000007 -0.089569999999999997 -0.086059999999999984 -0.08231999999999999 0.087635000000000005 0.08708500000000001 -0.10884999999999999 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 8 -8 -10 -2 12 21 14 -14 16 -15 -17 -16 -20 -19 22 -11 -23 -25 26 27 28 -26 -29
right_child=10 2 -4 4 -6 -7 7 -9 9 11 -12 -13 13 15 18 17 -18 20 19 -21 -22 23 -24 24 25 -27 -28 29 -30 -31
leaf_value=4.1575176222891572e-05 0.000495219509751316 0.00215539901295161 0.0023701576105005923 -0.0006236533875173967 0.0010905263188789611 0.00055274097896374798 -1.8325502872132636e-05 0.0020881025761571503 0.00027479513476164205 0.0014410414761008457 -0.0005389316477216287 0.00047625120615562037 -0.00074887186029170584 -0.00071523042274365916 0.0018692908688550678 0.0029354383332636713 0.001210578446264561 0.0018934223732741144 0.0010417753889181412 -0.00047418229928086525 0.0010051501822779005 0.00018429086873838178 0.0028116596299930774 0.0018758623792303564 0.00018096387164264892 0.0010278479777160194 0.0021064396382912682 0.00077886508652561296 0.0016394094038768741 0.0017334395011485077
leaf_weight=40 311 27 33 20 463 133 20 31 30 402 23 38 26 20 23 20 61 52 40 20 95 25 22 65 31 511 60 157 277 45
leaf_count=40 311 27 33 20 463 133 20 31 30 402 23 38 26 20 23 20 61 52 40 20 95 25 22 65 31 511 60 157 277 45
internal_value=0 0.00116325 0.00117958 0.0011651 0.000918758 0.000398964 0.00123743 0.00122546 0.00121236 0.00122454 0.000424006 0.00123886 0.0012537 0.00103055 0.000511105 0.00125886 0.00073507 0.00151291 0.000905796 0.000536456 0.00131937 0.00130365 0.00151216 0.00122815 0.00125093 0.00121335 0.00137965 0.00129414 0.00149262 0.000991518
internal_weight=0 2787 2747 2714 616 153 2098 2071 2040 2020 334 1990 1952 357 109 248 81 167 83 60 147 1595 424 1171 1146 1081 570 510 308 202
internal_count=3121 2787 2747 2714 616 153 2098 2071 2040 2020 334 1990 1952 357 109 248 81 167 83 60 147 1595 424 1171 1146 1081 570 510 308 202
is_linear=0
shrinkage=0.00808683


Tree=2252
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 2 150 1 15 43 13 4 2 50 3 43 1 11 15 4 3 47 4 2 0 52 16 15
split_gain=151.461 18.0155 16.2309 14.906 10.0266 9.10608 4.72009 4.44286 3.44203 3.38488 3.2151 3.20519 2.50165 2.4442 2.34042 2.3313 2.14063 2.16884 2.00493 1.85561 2.34281 1.84088 1.74494 1.57039 1.50779 1.45859 1.70805 1.44009 1.34041 1.26158
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.10124500000000002 0.095330000000000012 0.11362000000000001 0.09487000000000001 0.12958500000000003 0.13592500000000005 -0.066504999999999995 -1.0000000180025095e-35 0.022185000000000003 0.087470000000000006 0.041865000000000006 0.095270000000000007 -0.083134999999999987 0.12765500000000005 1.0000000180025095e-35 0.040760000000000005 0.024790000000000003 -0.13309499999999996 0.094160000000000008 -0.0070899999999999991 0.088850000000000012 -0.12333499999999999 -0.0080349999999999987 -0.073849999999999985 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 12 7 19 8 11 -5 13 14 23 22 -1 29 17 -7 24 25 27 -14 -8 -2 -6 -4 -27 -21 -24 -3
right_child=1 15 6 9 18 16 10 -9 -10 -11 -12 -13 21 -15 -16 -17 -18 -19 -20 20 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00084307502719831401 0.0005826215715159837 0.00020551987480667039 0.001762081441778015 0.00074228926547177188 0.0017969725982478948 0.00094949109891688999 0.0019415802367976876 0.00090085098415307969 0.00095676046595515984 0.00032393470024207337 0.001057536986281224 0.0016925117689018522 0.0014198039730561125 0.0013835343055436935 0.0014889833229996454 0.00060130974027689107 0.0012006953720542196 0.0002854817178103857 0.0010478075944616414 0.0019207476772299468 0.0022224499065953132 0.00079802528183183495 0.0017520333557999098 0.0010841474623419967 0.0013894394978062384 0.001192004451782424 0.0016731890374411234 0.0014005741931422415 0.0015440752140963381 -0.00019263939341496725
leaf_weight=21 70 71 1027 116 48 35 49 31 24 88 30 205 28 107 47 30 39 20 21 40 46 22 124 21 46 20 418 21 227 29
leaf_count=21 70 71 1027 116 48 35 49 31 24 88 30 205 28 107 47 30 39 20 21 40 46 22 124 21 46 20 418 21 227 29
internal_value=0 0.000736764 0.00164178 0.000886188 0.00114467 0.00135381 0.0016994 0.00148031 0.00154079 0.000561823 0.0015692 0.00159213 0.000857175 0.00159947 0.00128951 0.000208036 0.000912436 0.000708033 0.00149716 0.00174387 0.00194836 0.00114622 0.00165724 0.000698358 0.00159754 0.00172894 0.00165122 0.00174167 0.00161754 9.00537e-05
internal_weight=0 590 2531 460 256 422 2109 328 297 204 537 273 141 507 68 130 94 55 115 1572 107 50 400 91 94 1465 438 61 351 100
internal_count=3121 590 2531 460 256 422 2109 328 297 204 537 273 141 507 68 130 94 55 115 1572 107 50 400 91 94 1465 438 61 351 100
is_linear=0
shrinkage=0.00160853


Tree=2253
num_leaves=31
num_cat=0
split_feature=4 2 149 123 3 15 4 3 160 3 15 14 13 42 15 157 400 2 1455 2 151 16 51 1429 15 39 1213 132 15 0
split_gain=2.59481 0.916379 0.839516 0.76972 0.52831 1.00799 1.78887 0.486758 0.445841 0.593802 0.393948 0.37532 0.468781 0.380307 0.37624 0.704309 0.446807 0.567492 0.404567 0.409746 0.400962 0.494241 0.517173 0.448488 0.418505 0.518945 0.457372 0.434365 0.725247 0.555583
threshold=0.36766000000000004 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 0.11296500000000002 -0.0088349999999999974 -0.031404999999999995 0.20828500000000003 -0.067824999999999983 0.42240500000000009 -0.13578499999999996 -0.10708499999999999 -0.16152999999999998 0.11934000000000002 1.0000000180025095e-35 -0.078969999999999985 -0.077004999999999976 0.091265000000000013 0.10752500000000002 0.12844500000000003 -0.085134999999999975 -0.010264999999999998 -0.085039999999999991 0.083985000000000018 -0.11033999999999998 0.091820000000000013 -1.0000000180025095e-35 0.082230000000000011 -0.03241999999999999 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 11 7 -7 -6 -2 -10 -5 -1 -13 14 16 -16 17 -14 19 20 21 22 -18 -23 -22 26 -26 29 -29 -28
right_child=2 -3 -4 10 5 6 -8 -9 9 -11 -12 12 13 -15 15 -17 18 -19 -20 -21 24 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0022435187356409686 0.00079534133443121945 -0.00015870910669422931 0.0018442761869020218 -0.0003769199462218451 0.0022945450871880288 0.0012419479116169655 -0.0018398120881770016 0.00077129224578359554 0.00023730053013135759 -0.0012227882084732303 0.00083359715530423957 -2.1074192129152553e-06 0.0012263072855339553 0.00079841634291477864 0.0029201985767149589 0.0013989703188321818 0.0032149684329609391 -0.00061780600370401305 0.0023523685014981981 0.0023634023718992793 0.0016166826178231975 0.0014854118339882084 0.0016505726828007026 0.00022026438348343629 0.00027121303889008253 -0.00017463450916154673 0.0011674922048701458 0.0010801309478115173 -0.0007421877660480136 0.0023560787741041811
leaf_weight=29 89 34 27 22 27 30 24 33 190 22 141 20 27 106 22 1040 21 21 23 22 113 96 52 25 44 23 695 52 22 29
leaf_count=29 89 34 27 22 27 30 24 33 190 22 141 20 27 106 22 1040 21 21 23 22 113 96 52 25 44 23 695 52 22 29
internal_value=0 0.00121412 0.000423069 0.00123104 0.00126625 0.000706213 -0.000127723 0.00145676 0.000295585 8.57819e-05 0.000670214 0.00129198 0.00128073 0.00129127 0.00131372 0.00143048 0.0012157 0.000419508 0.0012471 0.00122581 0.00120446 0.00155387 0.0021006 0.00122402 0.00113515 0.00107224 0.0011063 0.00115235 0.000538361 0.0012151
internal_weight=0 2793 328 2759 2596 114 54 60 301 212 163 2482 2453 2433 2327 1062 1265 48 1217 1194 1172 194 73 121 978 865 842 798 74 724
internal_count=3121 2793 328 2759 2596 114 54 60 301 212 163 2482 2453 2433 2327 1062 1265 48 1217 1194 1172 194 73 121 978 865 842 798 74 724
is_linear=0
shrinkage=0.00841354


Tree=2254
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 12 2 4 2 4 14 15 1 4 47 1 50 3 47 4 1 49 3 3 15 151 4 4
split_gain=221.88 25.6154 22.6206 14.1986 13.6028 11.3355 7.49758 7.3361 7.2562 6.86992 4.90325 4.77 3.42776 3.39592 3.07477 2.82971 2.74128 2.74016 2.72318 2.62105 2.607 2.48482 2.39712 2.30428 2.42123 1.88143 1.74629 1.7283 1.64817 1.488
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -1.0000000180025095e-35 0.095330000000000012 0.10803500000000001 -0.16363499999999997 0.11389000000000002 0.024790000000000003 0.076175000000000007 0.13592500000000005 0.122715 -0.04890499999999999 0.091680000000000011 0.13436000000000001 0.041865000000000006 -0.13309499999999996 0.077555000000000013 -0.059649999999999988 0.12958500000000003 -0.063424999999999981 -0.013929999999999998 0.090900000000000009 -0.41942499999999994 -0.082829999999999973 0.23246000000000003 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 6 -3 12 22 -6 20 13 29 19 -2 -10 23 -17 26 -9 21 -1 -8 24 -11 -23 -7 -25 -13 -4
right_child=1 5 7 -5 9 18 8 11 15 16 -12 28 -14 -15 -16 17 -18 -19 -20 -21 -22 25 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0023480996879567031 0.0021189821622326788 0.00067022260446751092 0.0023245094238583648 0.0010743446502970463 0.002229250907920555 0.00059386549835911641 0.0021594972481475626 0.0025580240631870744 0.0016280151905557977 0.0011591815119991761 0.0014118645578123726 0.0019217521749849541 0.0027405093573348838 0.0015504412267823232 0.0015224890922676667 0.001092302503088549 0.001836990942228458 0.00053075711122038585 0.0009110755305512361 0.0021688725632402037 0.0026013159683440433 0.0020825272398552397 0.0014051504461853287 0.0014354880220566791 0.0018257100334558374 0.0015890408161166828 9.9737548525382895e-05 0.00092642640471737024 0.0014634870669821525 0.0021600694327325986
leaf_weight=71 83 90 1373 74 31 29 22 49 20 23 22 89 47 20 29 128 31 26 23 354 33 83 20 27 33 25 46 43 25 152
leaf_count=71 83 90 1373 74 31 29 22 49 20 23 22 89 47 20 29 128 31 26 23 354 33 83 20 27 33 25 46 43 25 152
internal_value=0 0.0011261 0.0022 0.00161037 0.00186671 0.000903147 0.00105264 0.00226669 0.00121198 0.00155084 0.00212049 0.00210755 0.00232105 0.00218471 0.00196453 0.00106997 0.00141688 0.000997496 0.000436375 0.00221619 0.00219403 0.00211894 0.00180028 0.00131352 0.00155196 0.00196829 0.0002908 0.00112278 0.00182126 0.00230812
internal_weight=0 590 2531 186 422 404 306 2109 216 188 234 537 1572 423 112 174 157 154 98 403 212 179 42 126 56 108 75 70 114 1525
internal_count=3121 590 2531 186 422 404 306 2109 216 188 234 537 1572 423 112 174 157 154 98 403 212 179 42 126 56 108 75 70 114 1525
is_linear=0
shrinkage=0.00157699


Tree=2255
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 2 4 14 2 39 0 12 47 3 3 14 50 51 15 51 4 16 1 49 16
split_gain=169.072 20.414 19.0682 10.6395 9.44168 7.7278 6.15764 5.75771 5.06477 5.3624 3.92211 3.59182 2.97321 2.76078 2.18899 2.04465 3.17319 2.02249 1.82643 1.92041 1.71968 1.66243 1.55223 1.44748 1.43732 1.33653 1.57384 1.21751 1.84008 1.3011
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.092845000000000025 0.27834500000000006 0.14530500000000005 -0.17966999999999997 0.095330000000000012 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.022185000000000003 0.076175000000000007 0.11704500000000001 0.095830000000000012 -0.097024999999999986 0.13597000000000004 0.091680000000000011 0.30112000000000005 -0.017889999999999996 0.062655000000000016 0.041865000000000006 -0.10056999999999998 -0.41396999999999995 -0.030229999999999996 0.033845000000000007 -0.12029499999999999 0.10124500000000002 -0.061079999999999988 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 13 8 -5 12 -3 -10 20 15 25 -2 18 -9 -17 27 19 -11 22 23 -1 -7 -24 -4 -27 28 -8 -29
right_child=1 5 7 6 -6 21 17 11 9 14 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0018051253538855689 0.0015062444664097183 0.00036245224221895082 0.0017217411485510288 0.0016938159567489765 0.00072288124949208734 0.00031589121311137376 0.0013046856206606183 0.0020002574365544129 0.001267520289544503 0.00046472141806527004 0.00094675553824356785 0.0013112060477028463 0.0020865781787182051 0.00089878787068188809 0.00032530745526169531 0.0016116166361031809 0.0010539313845831749 0.0012884881716622137 0.00048839133632773554 0.00097240530886863181 0.001985878056342239 0.00053139205268293299 0.0011082387539213395 -9.9483102653739129e-05 0.0015348991425487642 0.0016729457896050696 0.0013417144587985707 0.0010289557522690463 0.00074004253360270044 0.00059529310942879989
leaf_weight=41 95 89 1373 28 75 32 26 27 41 21 23 118 47 20 33 368 24 29 41 76 22 23 20 44 136 107 45 22 25 50
leaf_count=41 95 89 1373 28 75 32 26 27 41 21 23 118 47 20 33 368 24 29 41 76 22 23 20 44 136 107 45 22 25 50
internal_value=0 0.00073201 0.00161537 0.00132702 0.00113308 0.000541503 0.00105343 0.00167307 0.000659959 0.000784856 0.00153052 0.00154022 0.00171845 0.0014006 0.000669129 0.00160472 0.00157747 0.000935465 0.000751348 0.000862494 0.00159183 0.000181346 0.00154782 7.54113e-05 0.0014802 0.0017071 0.00157488 0.000852232 0.0010279 0.000727801
internal_weight=0 590 2531 422 190 400 180 2109 301 212 242 537 1572 115 171 419 392 152 138 97 219 99 197 76 156 1525 152 123 51 72
internal_count=3121 590 2531 422 190 400 180 2109 301 212 242 537 1572 115 171 419 392 152 138 97 219 99 197 76 156 1525 152 123 51 72
is_linear=0
shrinkage=0.00148603


Tree=2256
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 4 2 2 14 15 47 47 39 3 3 49 0 4 3 0 132 2 1 1 16
split_gain=220.794 27.1846 24.0818 13.8513 13.8065 10.4624 8.11166 7.44039 6.44108 6.71788 5.0957 4.54551 4.33262 3.98703 3.64812 3.13295 2.99616 2.65378 2.53531 2.36099 2.34324 2.33731 2.27565 3.13846 1.97284 1.80441 2.34319 1.69074 1.6138 1.60733
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14530500000000005 -0.17966999999999997 0.090455000000000021 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.11704500000000001 0.076175000000000007 0.13592500000000005 0.077555000000000013 0.091680000000000011 0.095830000000000012 0.149315 -0.017889999999999996 -0.085174999999999987 -0.097024999999999986 -0.059649999999999988 0.090900000000000009 -0.11173999999999999 0.088890000000000011 0.31098000000000003 0.12000500000000001 0.13075500000000004 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 12 8 -5 13 27 -10 14 15 -2 24 21 22 20 18 19 -11 -8 -9 -1 -24 -4 26 -7 -3 -6 -23
right_child=1 5 7 6 28 25 16 10 9 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021581006189254639 0.0019501396441401755 0.00093104746213661636 0.001883804525617999 0.0021585017248721746 0.0011364450914841996 0.00041872106542146468 0.0016357550264900615 0.0024615984426575176 0.0016241509595212632 0.00072905420870151259 0.0017705431424214892 0.0013025854725760824 0.0011739375795202624 0.0026274294765797819 0.0014662935303735372 0.002455580680641065 0.0016972758578494406 0.00055485184441999061 0.00073797849450007915 0.0013066714887721 0.0010823934522844023 0.0021510086482153762 0.0019505559061482448 0.0013379394937348252 0.0021861641119565061 0.00073339668851811815 -0.00016813216771011124 0.00046028773432263919 0.00066478591884147869 0.0020037456798026321
leaf_weight=71 95 24 52 28 50 54 21 35 41 21 169 22 20 46 23 33 31 33 45 72 108 277 83 25 1065 23 22 65 25 442
leaf_count=71 95 24 52 28 50 54 21 35 41 21 169 22 20 46 23 33 31 33 45 72 108 277 83 25 1065 23 22 65 25 442
internal_value=0 0.0010131 0.00204276 0.00171224 0.00148518 0.00078886 0.00140587 0.0021089 0.000929447 0.00107311 0.00200908 0.00195838 0.00181515 0.0021901 0.00206096 0.00202643 0.00127416 0.000940992 0.00103333 0.00117624 0.00117248 0.0020791 0.00194732 0.00180875 0.00217209 0.000361416 0.000248842 0.000587234 0.000979225 0.00206048
internal_weight=0 590 2531 422 190 400 188 2109 301 212 946 234 115 1163 777 212 160 171 138 93 129 754 179 108 1117 99 76 89 75 719
internal_count=3121 590 2531 422 190 400 188 2109 301 212 946 234 115 1163 777 212 160 171 138 93 129 754 179 108 1117 99 76 89 75 719
is_linear=0
shrinkage=0.00151575


Tree=2257
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 4 12 3 15 14 50 4 47 16 15 14 159 0 12 15 4 3 1 150 150 0 0 1 49
split_gain=141.365 17.8463 15.3782 13.669 8.64192 6.12107 5.17732 4.91678 4.225 3.77649 3.46439 3.13125 2.78458 2.77732 2.38992 2.33117 2.32034 2.31034 2.25484 2.06645 1.95064 1.72118 3.07561 1.5659 1.48012 1.43994 1.61761 1.41983 1.40768 1.2707
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 -0.16363499999999997 0.095330000000000012 -0.11171999999999999 -0.24436499999999997 -0.46166999999999997 0.041865000000000006 0.024790000000000003 0.077555000000000013 -0.4179199999999999 -0.081924999999999984 0.076175000000000007 0.084250000000000005 -0.066089999999999996 0.093965000000000007 0.13592500000000005 -0.062539999999999984 0.092670000000000016 0.10124500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.060129999999999996 -0.10011499999999998 0.12656000000000003 -0.065034999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 19 -6 16 -1 10 -2 15 20 21 28 -3 -4 24 23 -5 27 -10 -23 29 25 -11 -27 -9 -12 -8
right_child=1 11 7 5 6 -7 18 12 13 17 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010034506276288579 0.00095162686763371478 0.00028946773132931532 0.0017793876746238111 0.0019599571288332436 0.0017523727744573555 0.00082873911442847591 0.0016178740715175814 0.0020758351003250203 0.001841783713312991 0.00078338659817199182 0.00082642037774433269 0.0007439701099965474 0.0013888404837526667 0.0021271052202461475 -3.9891055423860103e-05 -0.00028557819009936738 0.0021422537636316282 0.00056421637374921808 0.00060034422052272947 0.0014293625383781663 0.0011817673462507635 0.0016250094589932574 0.00095886269902922849 0.0009572543103158243 0.00081250853563643959 0.0015049749623872134 0.00096925715706470213 0.0016724000523470944 0.00034862929022577038 0.0011321146042939905
leaf_weight=26 40 76 1525 24 31 43 22 24 57 20 27 30 114 32 25 24 47 37 26 91 20 97 22 71 54 35 25 379 39 38
leaf_count=26 40 76 1525 24 31 43 22 24 57 20 27 30 114 32 25 24 47 37 26 91 20 97 22 71 54 35 25 379 39 38
internal_value=0 0.00081443 0.00168876 0.00096315 0.00140846 0.0013465 0.00115166 0.00174484 0.00161478 0.000762591 0.000557082 0.000288191 0.00161196 0.0016912 0.000383655 0.000151457 0.00179024 0.000920028 0.00103304 0.0015401 0.00167209 0.00161195 0.00150186 0.00111892 0.00101827 0.00115717 0.00128176 0.00169643 0.000544089 0.00131023
internal_weight=0 590 2531 460 422 158 188 2109 234 302 131 130 537 208 91 100 1572 171 157 115 423 176 119 131 134 80 60 403 66 60
internal_count=3121 590 2531 460 422 158 188 2109 234 302 131 130 537 208 91 100 1572 171 157 115 423 176 119 131 134 80 60 403 66 60
is_linear=0
shrinkage=0.00160853


Tree=2258
num_leaves=31
num_cat=0
split_feature=1 4 15 11 1 15 157 1 0 1 4 52 4 52 14 155 157 457 2 13 3 401 12 39 13 43 400 4 12 15
split_gain=4.97193 1.00071 0.78895 0.755995 0.698459 0.736646 1.51489 1.0411 0.96572 0.850771 0.752061 0.716877 0.674684 0.678944 0.626597 0.603924 0.591901 0.520275 0.479072 0.387624 0.720296 0.557441 0.489114 0.439875 0.480267 0.384225 0.5089 0.682949 0.475297 0.669727
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.075910000000000019 0.095950000000000021 -0.0079099999999999986 -0.080299999999999996 0.078340000000000007 -0.030209999999999997 0.080270000000000022 -0.064054999999999987 0.10024500000000001 -0.17966999999999997 0.4099850000000001 0.078235000000000013 0.10158500000000002 -0.081749999999999975 -0.082284999999999983 0.25063000000000007 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.12529499999999996 0.099745000000000014 -0.091559999999999989 0.0051600000000000005 -0.064794999999999978 -0.080584999999999976 0.083785000000000012 0.13592500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 4 25 5 8 9 11 10 -7 -1 -8 -6 -14 -5 16 -2 -18 19 20 -3 22 -22 24 -24 28 -27 -28 -4 -30
right_child=1 18 3 14 12 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0039503653250204541 -0.0003000466291130847 0.0021191449317043073 0.0028804424248585593 0.0043174435814079971 0.0022519129038619289 0.0013706916908585462 0.0017418371756488245 0.0028482053783838693 7.8218527118106964e-07 -0.0011689983209237373 0.0020559663479440653 -0.00025596201608965379 0.00092906968698596077 0.002726022897924433 0.0023811053024562255 0.0029231683317048583 -5.8802754138156379e-05 0.0015349591261047326 -0.00073968171669890309 -0.00038226529740279815 0.0019910607991882132 -0.00093455899210374664 -0.00017581441882748614 -0.0004285950890026987 0.001243645456524326 0.0031897019056079954 0.00076505028975152028 0.0019653027393614921 0.0021899346275209286 0.00054850618418431855
leaf_weight=20 21 34 90 27 65 22 62 62 21 28 918 23 183 22 37 22 21 215 24 28 26 20 31 33 79 22 60 169 712 24
leaf_count=20 21 34 90 27 65 22 62 62 21 28 918 23 183 22 37 22 21 215 24 28 26 20 31 33 79 22 60 169 712 24
internal_value=0 0.000978548 0.00198808 0.0021775 0.00183653 0.0019399 0.00140162 0.00189589 0.00205047 -5.15347e-05 0.00209636 0.00120126 0.00139395 0.00112191 0.003198 0.00138634 0.00125479 0.00139314 0.000564821 0.000689554 0.000824132 0.000591167 0.000771726 0.000550029 0.000843616 0.00211685 0.00178571 0.00165083 0.00221748 0.00213641
internal_weight=0 554 2567 1141 1426 1156 197 147 959 50 938 85 270 205 64 279 257 236 275 251 223 189 169 143 110 1077 251 229 826 736
internal_count=3121 554 2567 1141 1426 1156 197 147 959 50 938 85 270 205 64 279 257 236 275 251 223 189 169 143 110 1077 251 229 826 736
is_linear=0
shrinkage=0.00966451


Tree=2259
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 475 147 0 10 47 376 402 3 13 12 2 133 0 52 9 4 0 1455 1455 43 16 15 41 16
split_gain=4.02991 1.12298 0.609162 0.684775 0.780699 0.588324 0.578315 0.555965 0.472814 0.552945 0.437005 0.554375 0.52725 0.508202 0.437188 1.00279 0.701162 0.593798 0.405749 0.391507 0.378378 0.468103 0.388615 0.371306 0.408907 0.365769 0.391268 0.356718 0.352136 0.334796
threshold=0.11846000000000002 0.051320000000000005 -0.22860499999999997 0.081185000000000021 -0.074359999999999996 0.12178000000000001 -1.0000000180025095e-35 0.089365000000000014 -0.14454499999999995 -1.0000000180025095e-35 0.085505000000000012 0.080200000000000007 0.091530000000000014 -0.010424999999999999 -0.11122999999999998 -1.0000000180025095e-35 0.13913500000000004 0.088035000000000016 0.13134000000000004 -0.080114999999999978 0.081890000000000004 0.40124500000000002 -0.14920999999999998 -0.23681499999999997 -0.088874999999999982 -0.076124999999999984 -0.16927999999999996 -1.0000000180025095e-35 0.07882500000000002 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 27 19 -10 12 -12 13 25 15 -15 17 -16 -11 -8 21 22 28 -24 29 -2 -27 -6 -3 -25
right_child=10 20 3 -5 5 -7 8 -9 9 18 11 -13 -14 14 16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-6.4039260348341167e-05 0.00047676000399170373 0.0027716170678261788 -0.00060343204668320645 0.002434647895018697 0.0014029927547691153 0.00060191378217560676 0.00089141485801033052 0.0004269501536737649 0.00033549361067077124 0.0019283531100497628 0.0012812736151824704 -0.00018600859804356103 -0.00079548548002704108 0.0017432374242848257 0.001216096986468963 -0.0003656309210160715 -0.0012969150586447779 -0.00067060539553575097 0.00057298766424652839 -0.00068952366192643092 0.0024670111034774339 0.00049829250559972908 0.002285202683590322 0.0014841592707166157 0.0015340449912865117 0.00065780888384992409 0.002169302933085912 0.0020336562985959787 0.0015045908006732583 7.1877580430133213e-05
leaf_weight=26 54 32 20 28 165 56 21 28 37 52 85 21 23 29 24 30 27 20 20 20 29 28 42 21 1998 21 24 91 26 23
leaf_count=26 54 32 20 28 165 56 21 28 37 52 85 21 23 29 24 30 27 20 20 20 29 28 42 21 1998 21 24 91 26 23
internal_value=0 0.00146683 0.00114491 0.00120334 0.00113574 0.00135947 0.000688282 0.00150884 0.000860511 0.00113897 0.000554946 0.000990586 0.000371701 0.000488929 0.000156481 0.000670931 -0.000271021 0.000358505 0.00155186 0.000120225 0.0015494 0.00153714 0.00155072 0.00153254 0.00151706 0.000925478 0.00146394 0.00162717 0.00220364 0.000745921
internal_weight=0 2763 564 538 510 340 170 284 150 109 358 106 252 229 130 59 71 44 72 41 2199 2170 2142 2084 2042 99 45 256 58 44
internal_count=3121 2763 564 538 510 340 170 284 150 109 358 106 252 229 130 59 71 44 72 41 2199 2170 2142 2084 2042 99 45 256 58 44
is_linear=0
shrinkage=0.00808683


Tree=2260
num_leaves=31
num_cat=0
split_feature=1 2 0 30 2 13 43 3 33 2 0 2 34 16 14 13 48 150 12 15 3 2 1 52 472 3 159 131 16 159
split_gain=3.26423 0.9174 0.616592 0.502273 0.478936 0.548274 0.469958 0.469743 0.430427 0.424421 0.402095 0.418049 0.672504 0.409329 0.682004 0.592166 0.397976 0.35187 0.349607 0.338814 0.323096 0.480889 0.320828 0.312017 0.320539 0.284721 0.284493 0.61522 0.54913 0.542125
threshold=0.11846000000000002 0.10252500000000002 -0.13027499999999997 0.086065000000000016 0.15609500000000001 -0.11122999999999998 -0.04890499999999999 0.11658 0.083840000000000012 -0.0091949999999999983 0.024095000000000002 0.11870500000000002 -1.0000000180025095e-35 0.052820000000000013 -0.073114999999999986 -0.059629999999999996 0.085485000000000019 1.0000000180025095e-35 0.095780000000000018 -0.064294999999999977 -0.081924999999999984 0.11411 0.13927000000000003 -0.53447999999999996 -1.0000000180025095e-35 -0.012939999999999998 0.11109000000000001 0.086300000000000016 -0.54656499999999986 0.12082500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 5 -4 16 -8 9 17 11 12 -2 14 -13 22 -3 -1 20 -14 21 -7 -16 24 -20 -12 28 29 -11 -28
right_child=10 2 4 -5 -6 18 7 -9 -10 26 25 13 19 -15 15 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012591956281439135 0.00015618842146987674 -0.00093838480710818205 0.00022629633095884902 0.00035566733988291418 -2.7291142061066002e-05 0.0016375239089180594 0.0016582604378731036 0.00051315148850587453 0.0026411906866381793 0.0028527739713426954 0.00045402873218516123 0.001550888067101258 0.0019561215860749558 -0.00039270448157921174 0.00026870442774157039 0.0010106750778672339 0.00054939781707740386 -5.2911795972340823e-05 0.001041795985174842 0.00085552863224926557 0.0020385736265288944 0.00020117832276853671 -0.00086554330414731625 0.0010060444600513995 0.0025134886750334349 -0.00094864134472588939 0.00041273524034759102 -0.00013908214452486086 0.0014848748465924278 0.0020805278695595177
leaf_weight=39 43 20 31 29 20 77 42 64 22 21 20 38 44 39 41 45 35 23 20 36 85 21 31 177 22 21 22 24 1932 37
leaf_count=39 43 20 31 29 20 77 42 64 22 21 20 38 44 39 41 45 35 23 20 36 85 21 31 177 22 21 22 24 1932 37
internal_value=0 0.00137348 0.00108667 0.00145543 0.00124562 0.00130441 0.00063944 0.000966874 0.00147047 0.0014582 0.000519629 0.000621035 0.00100475 0.000377751 0.000571608 0.000253551 8.38595e-06 0.000772446 0.00138755 0.00146085 0.00165898 0.00132974 -0.000219652 0.00116074 0.00181268 -0.000264412 0.00147908 0.000996647 0.00149958 0.00145864
internal_weight=0 2763 614 2149 453 433 161 106 2120 2098 358 317 123 194 155 117 55 62 402 80 183 98 72 219 42 41 2036 83 1953 59
internal_count=3121 2763 614 2149 453 433 161 106 2120 2098 358 317 123 194 155 117 55 62 402 80 183 98 72 219 42 41 2036 83 1953 59
is_linear=0
shrinkage=0.00841354


Tree=2261
num_leaves=31
num_cat=0
split_feature=4 2 149 1 150 15 16 12 15 475 475 13 3 160 10 150 0 15 48 42 52 0 51 16 151 51 13 14 4 15
split_gain=2.66677 0.960644 0.759308 0.605685 0.824731 0.845138 0.49545 0.586919 0.720114 0.472431 0.860804 0.518928 0.485249 0.444345 0.619089 0.429889 0.544259 0.424565 0.687903 0.606762 0.406737 0.433632 0.404615 0.527005 0.395562 0.387828 0.386783 0.375011 0.356081 0.361415
threshold=0.36766000000000004 0.14285500000000004 0.07770500000000001 0.089625000000000024 1.0000000180025095e-35 -0.094329999999999983 0.19444000000000003 0.092200000000000018 -0.043924999999999992 -0.088274999999999978 -0.11173999999999999 -0.14819499999999997 0.092670000000000016 -0.067824999999999983 -0.090429999999999996 -0.050224999999999992 -0.14832499999999996 -0.03241999999999999 0.094925000000000023 0.11883500000000001 -0.53299999999999992 -0.071339999999999987 -0.065634999999999985 -0.40995499999999996 -0.082774999999999987 -0.22411499999999998 -0.14819499999999997 0.077685000000000018 0.51388000000000011 -0.56368999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 6 15 -6 9 20 -9 10 -1 27 25 28 -15 -5 -17 18 -3 -19 -8 -22 -16 -24 -18 -13 -26 -11 -2 -30
right_child=2 17 -4 4 5 -7 7 8 -10 11 -12 12 -14 14 22 16 24 19 -20 -21 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0015907706138557623 0.0014914889911923745 0.0019624591827188901 0.0016462292433737707 0.00038454627626109038 -0.00088077802180501626 0.00072078878785339676 0.0020939744763278606 0.00086503833089691452 -0.00053261333914046086 0.0028891959674126879 -0.00068972941258984167 0.0023470642204466369 7.9445719675221011e-05 -0.0010314160803819865 -0.00071601701382088942 0.0020987146904827463 0.0021082577233400152 -0.0011418746449015325 -2.9313547416396147e-05 0.00061976062219158148 0.00013442050746237958 0.001416170775003225 0.00015836184468677095 0.0012461508440016246 0.00012336730414213608 0.0012836958079382485 0.0011148329571446737 0.0014525403149357296 0.0012820093437349858 1.249564547280253e-05
leaf_weight=20 27 20 27 45 23 148 30 96 29 21 20 21 20 26 23 36 23 21 22 27 23 52 129 34 25 1564 484 23 20 42
leaf_count=20 27 20 27 45 23 148 30 96 29 21 20 21 20 26 23 36 23 21 22 27 23 52 129 34 25 1564 484 23 20 42
internal_value=0 0.00113842 0.000397549 0.00116473 0.000982692 0.000505373 0.0012391 0.000900651 0.000540783 0.00128519 0.000450521 0.00130543 0.0012826 0.000285541 9.20406e-05 0.00111584 0.00117378 0.000348427 0.00091915 -0.000150955 0.00132906 0.0010231 0.000249083 0.000385263 0.00111119 0.00129778 0.00106614 0.00213822 0.000746463 0.000422016
internal_weight=0 2793 328 2703 784 171 1919 230 125 1689 40 1649 1605 301 212 613 568 90 42 48 105 75 186 163 532 1585 509 44 89 62
internal_count=3121 2793 328 2703 784 171 1919 230 125 1689 40 1649 1605 301 212 613 568 90 42 48 105 75 186 163 532 1585 509 44 89 62
is_linear=0
shrinkage=0.00777281


Tree=2262
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 16 475 3 42 49 43 13 3 15 49 376 0 131 131 13 49 16 2 16 12 13 447 9 1455 1453
split_gain=2.20613 0.698808 0.486355 0.474042 0.445934 0.36074 0.530743 0.398028 0.51104 0.440883 0.368025 0.604574 0.422908 0.459245 0.482999 0.414009 0.333038 0.386742 0.486894 0.461855 0.405914 0.781191 0.405641 0.308186 0.307979 0.325772 0.296925 0.817689 0.288201 0.419869
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 0.15273500000000004 -0.08230999999999998 -0.11171999999999999 -0.0060199999999999993 0.091325000000000003 -0.078139999999999973 -0.0082249999999999979 0.12178000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.049360000000000008 0.024095000000000002 0.096070000000000016 0.10548500000000001 -0.0025349999999999995 0.14233500000000002 0.24134000000000003 0.13712500000000002 0.24134000000000003 -0.081419999999999979 -0.074044999999999986 0.089395000000000016 0.081890000000000004 -0.23681499999999997 -0.13306499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 -9 11 15 13 14 -12 -10 17 19 -19 24 21 22 -21 -7 -2 -26 27 28 -3 -30
right_child=16 26 -4 4 -6 23 7 8 10 -11 12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00026325644231906269 0.00047840821520364835 0.0017208016409717916 -0.00037554810480715174 -0.00036848308012722464 0.0018497586873642779 0.0020987622554726163 3.1839703555586631e-05 0.0019739273121889989 -0.0002248769048678356 0.00059457481094942562 0.00057373436647624833 -0.00085897945038358823 0.00030077491472107619 0.0018845166403210509 0.001685425221535586 0.0010508209188326812 -0.00030786873903771041 0.0019019726958213871 0.00028454140865425461 0.0024571559532497555 -0.00010890637630404943 -0.00018572661613243936 0.0010077993500045427 0.0010196209351042 -0.0004925894112497377 0.00057754130964846127 0.00027895684375992127 0.0025259039781745174 -5.0307810094775459e-05 0.0010812664749297359
leaf_weight=23 65 42 21 25 27 21 37 42 22 21 83 20 49 37 33 51 40 23 22 20 24 21 28 67 68 23 27 24 20 2095
leaf_count=23 65 42 21 25 27 21 37 42 22 21 83 20 49 37 33 51 40 23 22 20 24 21 28 67 68 23 27 24 20 2095
internal_value=0 0.00102605 0.000785694 0.000829397 0.00087637 0.000824635 0.000729824 0.000799337 0.000878659 0.00151414 0.000742946 0.000338333 0.000929228 0.0011305 0.000889991 0.000666364 0.000357551 0.000448084 0.00111123 0.000328239 0.000761801 0.00106466 0.0016117 0.00127714 6.97686e-05 -0.000222117 0.00108907 0.0010991 0.00108323 0.00107057
internal_weight=0 2787 579 558 535 508 420 395 358 63 295 93 202 153 116 73 334 294 45 249 93 69 48 88 156 91 2208 2181 2157 2115
internal_count=3121 2787 579 558 535 508 420 395 358 63 295 93 202 153 116 73 334 294 45 249 93 69 48 88 156 91 2208 2181 2157 2115
is_linear=0
shrinkage=0.00777281


Tree=2263
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 45 2 2 1 14 2 0 4 2 47 0 1 160 0 11 3 43 16 159 48 2 52 150
split_gain=101.344 16.4772 10.1194 7.62247 5.95292 5.43859 3.69064 2.96833 2.70734 2.5514 2.54237 2.35578 1.95269 1.90618 1.87907 1.50323 1.34921 1.3387 1.31894 1.16581 1.12383 1.44806 1.26391 2.0929 1.20026 1.11662 1.09346 1.00337 1.0027 0.991269
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089885000000000007 0.13501500000000002 0.10783500000000001 0.17025000000000004 0.11474000000000002 0.077845000000000011 0.062655000000000016 -0.090999999999999984 -0.23091999999999999 0.42051500000000003 0.14530500000000005 0.090100000000000013 -0.23091999999999999 0.085605000000000014 -1.0000000180025095e-35 0.18019500000000002 0.077415000000000012 -0.11171999999999999 -0.016814999999999997 0.27252000000000004 0.0089800000000000019 0.016865000000000002 0.10045500000000002 0.40674500000000008 0.11648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 11 13 8 14 -6 -5 12 -1 -7 15 26 17 -3 28 -16 21 22 23 -15 25 -24 -4 -23 -14 -19
right_child=1 2 7 10 9 6 -8 -9 -10 -11 -12 -13 18 20 19 -17 -18 29 -20 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011800492799121701 0.0016373381696614911 0.0011459973996137403 0.0011006728975825719 0.0015873493044560099 0.0014823977990295885 0.0011175281123599148 0.0010966396088946278 0.0011790983531350708 0.00018374697197237372 0.00084994627404599344 0.00098687654748484742 0.0020407290423509342 0.0017530566476081663 0.0017139636915091017 0.00072544027390678532 0.00039771839061320642 0.0011669824705416972 0.00079865657108852068 0.0016309186439094723 0.00036417552221330738 0.0011942138299607706 0.0020714629594535284 0.0015917021474315528 0.0010150683953972068 0.0014493726746741637 0.0017850187343262283 0.00066255835454261656 0.001662481800619259 0.0014062836652310644 0.0004107600223974625
leaf_weight=20 76 28 39 28 80 25 48 21 52 23 67 59 866 21 36 20 34 152 431 82 20 28 488 28 134 101 27 42 24 21
leaf_count=20 76 28 39 28 80 25 48 21 52 23 67 59 866 21 36 20 34 152 431 82 20 28 488 28 134 101 27 42 24 21
internal_value=0 0.000902213 0.000811368 0.00162854 0.0010057 0.00164744 0.00154861 0.000574238 0.00052462 0.00134117 0.00116386 0.00171345 0.00169905 0.00157307 0.000611509 0.000799648 0.000858668 0.000806516 0.00170691 0.000474392 0.00158629 0.0015956 0.0015747 0.00131459 0.00159233 0.00162485 0.000921444 0.00182607 0.00174371 0.000751571
internal_weight=0 691 615 2430 338 2335 935 277 256 103 95 1400 1341 887 204 86 235 201 1321 118 862 842 772 49 723 589 66 70 890 173
internal_count=3121 691 615 2430 338 2335 935 277 256 103 95 1400 1341 887 204 86 235 201 1321 118 862 842 772 49 723 589 66 70 890 173
is_linear=0
shrinkage=0.00167351


Tree=2264
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 14 1 1 11 1 4 48 15 1 39 1 52 43 0 4 12 1 1375 43
split_gain=161.612 19.9194 17.0416 12.0086 10.1857 9.20205 7.33756 4.968 5.04118 4.88229 4.79417 3.70167 2.58657 2.4441 2.44319 3.97916 5.12521 2.76646 1.88816 1.87753 1.85775 1.78893 1.74149 1.66565 1.63355 1.58884 1.48295 1.32522 1.28437 1.20754
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.089885000000000007 0.076175000000000007 0.122715 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090390000000000012 0.040760000000000005 0.16175000000000003 0.096625000000000016 0.12958500000000003 -0.07167999999999998 -0.080324999999999994 -0.066089999999999996 -0.033174999999999989 0.095780000000000018 0.12000500000000001 0.08376500000000002 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 12 10 7 27 21 -4 11 13 -2 -1 15 26 -17 -18 22 -8 25 -9 -16 -11 -15 -10 28 -3 -12 -6
right_child=1 6 9 -5 29 -7 19 8 20 23 14 -13 -14 24 18 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021407912613086422 0.0019685375573772423 0.001047984966890512 0.001911046885845036 0.0012514037762661181 0.00084444945640376173 0.0013315045612155019 0.00066772048482912022 0.0019541975344871203 0.0014998004371958133 0.0013468731273663451 0.0020268808223410347 0.0025094128788989492 0.0014321724026668246 0.0020079666208178393 0.0022332920934636756 0.0020481117402682703 0.0008313970908663483 0.00164458361159328 0.0026351412167496045 0.000146190995688388 0.00071006636431937943 0.0013153120296618094 0.0017086240554172402 0.00083629558707187151 0.0015562861435849304 0.0010562104582341829 0.0019064099891214583 0.0006237415318029653 0.0023946860925546736 0.0012490158752803474
leaf_weight=1118 83 24 34 45 29 41 77 22 23 56 417 58 29 216 62 35 20 20 20 21 31 20 20 21 21 120 303 66 24 45
leaf_count=1118 83 24 34 45 29 41 77 22 23 56 417 58 29 216 62 35 20 20 20 21 31 20 20 21 21 120 303 66 24 45
internal_value=0 0.0011169 0.00201544 0.00204261 0.00153557 0.00205761 0.000924144 0.00104206 0.00116922 0.00142309 0.00207036 0.00212693 0.00182966 0.00211056 0.00198357 0.00195547 0.00161605 0.00123799 0.00220921 0.000555964 0.00105318 0.00164997 0.00210532 0.00120762 0.00196794 0.00112756 0.00198968 0.000736873 0.0020469 0.00109047
internal_weight=0 590 2531 2420 186 2375 404 306 216 111 2334 1413 112 1355 921 819 75 40 102 98 174 42 82 77 237 143 744 90 441 74
internal_count=3121 590 2531 2420 186 2375 404 306 216 111 2334 1413 112 1355 921 819 75 40 102 98 174 42 82 77 237 143 744 90 441 74
is_linear=0
shrinkage=0.00154607


Tree=2265
num_leaves=31
num_cat=0
split_feature=4 2 1 457 150 376 149 42 52 14 131 10 39 10 3 0 155 1452 13 1212 42 11 41 2 1 1212 1456 12 484 1212
split_gain=2.80271 1.03204 0.757242 0.854918 0.779671 0.633397 0.605374 0.438846 0.41742 0.401318 0.385379 0.737107 0.432619 0.513054 0.369852 0.376071 0.822374 0.492286 0.484311 0.531536 0.477756 0.47376 0.599265 0.502462 0.689405 0.533866 0.464536 0.404211 0.399495 0.398066
threshold=0.36766000000000004 0.17025000000000004 0.095695000000000016 0.079590000000000008 -0.099594999999999975 0.086445000000000008 0.07770500000000001 0.11603500000000001 0.12492500000000002 -0.47013499999999991 0.10033500000000002 -0.090429999999999996 0.10076500000000001 0.087010000000000018 0.11296500000000002 -0.083554999999999977 0.099580000000000016 0.091225000000000014 0.0049450000000000006 0.097595000000000015 0.091545000000000015 0.077290000000000011 0.079395000000000007 0.089605000000000018 0.086920000000000011 0.10909000000000001 -0.089834999999999984 0.11734000000000001 0.12418000000000001 0.08790000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -4 7 8 -6 9 -2 11 -11 13 -13 15 16 17 21 19 27 -21 23 -23 25 -25 26 28 -17 -1 -28
right_child=6 -3 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 18 -18 -19 -20 20 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.00017911987012319056 0.0011153904306481462 -0.00016191604244993515 -0.00044132181776061795 0.00019137796997479602 0.0012901038652263139 -0.00015511375899490522 0.0015734760466240979 0.00028090845452526244 0.0013606728378982404 -0.0010905966846168306 0.001122042188151134 0.00055606254024278266 -0.00064936919313258535 -0.00077103733709972663 0.00031517135779403528 0.0012630168987433723 -0.00018691619765988238 0.002609367804516349 0.00088708071790036941 0.0025680642544610088 0.0012939886803284191 0.0028803534449195196 0.0011793675760004465 0.0012246611271817672 -4.5672053194069144e-05 0.00020539574525875906 0.001517103969923578 0.00029196024766238736 0.0016356448929379366 0.0022395061926494724
leaf_weight=29 30 34 20 77 410 22 27 29 23 31 23 143 30 21 24 715 20 22 243 37 37 30 23 256 30 20 615 28 20 52
leaf_count=29 30 34 20 77 410 22 27 29 23 31 23 143 30 21 24 715 20 22 243 37 37 30 23 256 30 20 615 28 20 52
internal_value=0 0.00121094 0.00122786 0.000967 0.00109116 0.00115765 0.00043623 0.00122344 0.000334218 0.000249296 0.000144526 4.46026e-05 0.000226 0.000386129 0.001294 0.00130479 0.0014063 0.00143535 0.00119782 0.00129024 0.00193103 0.00141132 0.00214219 0.00137342 0.00109141 0.001483 0.00151869 0.00122642 0.00077362 0.00157342
internal_weight=0 2793 2759 558 481 461 328 439 301 278 248 225 194 164 2201 2177 1117 1097 1060 817 74 1075 53 1022 286 736 716 743 49 667
internal_count=3121 2793 2759 558 481 461 328 439 301 278 248 225 194 164 2201 2177 1117 1097 1060 817 74 1075 53 1022 286 736 716 743 49 667
is_linear=0
shrinkage=0.00792826


Tree=2266
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 4 159 14 0 0 2 12 1 52 12 2 1 2 4 15 2 0 12 12 1 4 150 148
split_gain=114.711 13.8779 12.2961 9.89888 6.78517 4.96887 4.18558 3.36277 3.33628 3.03136 2.52538 2.35998 2.41559 2.15837 1.8359 1.77422 1.69977 1.64804 1.52558 1.51804 1.49364 2.61578 1.71508 1.35172 1.19098 1.17901 1.8792 1.09808 1.0876 1.03447
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.053180000000000012 -0.17966999999999997 0.082585000000000006 0.076175000000000007 -0.23194499999999998 -0.067094999999999988 0.092235000000000025 0.11734000000000001 0.12765500000000005 1.0000000180025095e-35 0.093535000000000021 0.10381000000000001 0.16540500000000002 0.14285500000000004 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.077429999999999985 -0.086254999999999984 0.088245000000000004 0.089875000000000024 -0.008819999999999998 1.0000000180025095e-35 -0.043434999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 29 9 -6 19 13 -1 12 24 25 27 17 -8 -14 -7 28 22 -22 -12 -15 -9 26 -4 -2 -5 -3
right_child=1 5 6 8 7 18 16 11 -10 -11 20 -13 15 23 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021082205990614585 0.0016869722637611656 0.00042630621896016624 0.001749357132877183 0.0011483749055961519 0.0016602825470685744 0.00038182420103478068 0.0015878075078162141 0.0010685339542611313 0.00046171747448565275 0.0020536789681727496 0.0018517424366895948 0.00065899570481024045 0.001196946495428705 0.0017132774409460607 0.00097307592382288224 0.001430585670562717 0.0013065215743011162 0.00068984401217582838 -0.00010430628680781509 0.00053273908110332648 0.0015363331499788149 0.00092993375747863957 0.0012750819894987305 0.0011781582810545699 0.0015628466983809712 0.0016463872601600062 0.0012916613344112122 0.0013261475597180516 0.00080603950862316771 0.0008235343773892647
leaf_weight=22 51 22 745 71 31 130 125 20 57 61 52 33 28 20 21 20 116 50 21 21 76 27 20 39 43 977 26 44 41 111
leaf_count=22 51 22 745 71 31 130 125 20 57 61 52 33 28 20 21 20 116 50 21 21 76 27 20 39 43 977 26 44 41 111
internal_value=0 0.000788383 0.0016078 0.00103565 0.00134704 0.000521964 0.00165998 0.00114848 0.000800461 0.00168676 0.00157382 0.00106669 0.00115026 0.00167437 0.00142087 0.000985902 0.00145242 0.000871881 0.000314217 0.000945637 0.00150664 0.00137737 0.00169156 0.00135955 0.00140592 0.001685 0.00173392 0.00151985 0.00102306 0.000757827
internal_weight=0 590 2531 306 422 284 2109 225 190 1868 197 194 161 1807 116 98 241 78 151 133 175 103 72 59 63 1748 771 95 112 133
internal_count=3121 590 2531 306 422 284 2109 225 190 1868 197 194 161 1807 116 98 241 78 151 133 175 103 72 59 63 1748 771 95 112 133
is_linear=0
shrinkage=0.00167351


Tree=2267
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 11 2 2 4 11 2 1 4 47 49 0 160 4 12 1 150 12 43 1 0
split_gain=143.193 25.1165 14.902 11.1457 9.69154 7.35133 6.78211 4.55755 4.47959 4.17347 3.8827 3.81557 3.35477 2.5909 2.08486 2.06653 1.66064 2.43014 1.6582 1.50541 1.48829 1.3561 1.32496 1.34852 1.24202 1.21761 1.21545 1.18141 1.06081 1.05715
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.13082500000000002 0.11474000000000002 1.0000000180025095e-35 0.089885000000000007 0.14838000000000004 0.42051500000000003 0.078340000000000007 0.094835000000000017 0.088975000000000012 -0.081114999999999979 0.090100000000000013 0.088340000000000016 -0.23091999999999999 -1.0000000180025095e-35 -0.0070899999999999991 0.10124000000000001 0.086920000000000011 0.11648500000000002 0.095780000000000018 -0.17390999999999998 0.10171500000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 18 6 10 15 12 22 11 24 13 -4 -12 -1 26 -18 20 -17 -3 -15 -6 -24 29 -22 -13 -16 -9 -5
right_child=1 2 8 5 9 -7 -8 28 -10 -11 14 16 -14 21 27 19 17 -19 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022952550534142439 0.0021555067559363679 0.0014659761322897901 0.0011827899985676696 0.0026201587925748985 0.0023182680367211223 0.0011090320911816387 0.0014236560836606042 0.0014584053051180279 0.0013746802398086114 0.0011855490438004452 0.0028352540873234004 0.0021297346440983969 0.00046156335186263014 0.0010340090926449356 0.0019736955370424935 0.0014063522881665892 0.0021486917251949643 0.0014533260953838094 0.0015198172472125891 0.0019889563181442376 0.001093854339127632 0.00059681881094121657 0.002077010826713516 0.0015552060243460299 0.0021173554546810251 0.00064564901924374937 0.0019869021118959561 0.0024164592691846474 0.00098427675732323176 0.0022234082474401062
leaf_weight=28 76 28 55 20 23 20 37 44 37 26 30 412 84 29 22 24 27 32 32 28 151 72 31 27 392 20 300 87 20 907
leaf_count=28 76 28 55 20 23 20 37 44 37 26 30 412 84 29 22 24 27 32 32 28 151 72 31 27 392 20 300 87 20 907
internal_value=0 0.00122974 0.00111534 0.00211038 0.00135588 0.00213939 0.00214848 0.00164976 0.000821824 0.00178058 0.00216052 0.00214214 0.000736592 0.000884684 0.00243677 0.00192138 0.00204675 0.00177154 0.00115916 0.00172006 0.00110117 0.000722349 0.00197158 0.0018341 0.00219791 0.00104143 0.00206955 0.00232709 0.00131024 0.00223197
internal_weight=0 691 615 2430 338 2286 2266 144 277 107 2229 2090 240 156 139 80 771 59 231 52 199 101 81 58 1319 171 712 109 64 927
internal_count=3121 691 615 2430 338 2286 2266 144 277 107 2229 2090 240 156 139 80 771 59 231 52 199 101 81 58 1319 171 712 109 64 927
is_linear=0
shrinkage=0.00170698


Tree=2268
num_leaves=31
num_cat=0
split_feature=1 11 4 148 3 133 48 0 0 48 3 15 13 3 0 15 52 3 12 3 3 16 13 447 49 475 457 48 16 43
split_gain=3.40146 0.887032 0.760259 0.726783 0.472333 0.635993 0.671824 0.662413 0.454947 0.430511 0.493389 0.388858 0.488032 0.452342 0.537544 0.403863 0.391168 0.376523 0.583716 0.408525 0.408545 0.35484 0.345582 0.33893 0.368453 0.410846 0.410382 0.418423 0.664508 0.650046
threshold=0.10337500000000001 -1.0000000180025095e-35 0.27287000000000006 -0.066239999999999979 0.149315 0.085635000000000003 0.10990500000000002 -0.14226499999999997 0.22582000000000002 0.10168500000000001 -0.073309999999999986 -0.13578499999999996 -0.013304999999999999 0.10732000000000001 -0.019414999999999998 -0.094329999999999983 1.0000000180025095e-35 -0.13309499999999996 0.10124000000000001 0.099930000000000005 -0.0025099999999999996 -0.44310499999999992 -0.42195999999999995 0.089095000000000021 0.12011500000000001 0.068270000000000011 0.09228500000000002 0.093265000000000015 -0.008069999999999999 -0.53814999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 6 7 -5 9 11 -11 12 -1 15 -15 16 -13 -4 19 20 -19 -22 -6 24 25 26 27 29 -29 -17
right_child=1 2 17 4 22 -7 -8 -9 -10 10 -12 13 -14 14 -16 23 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.002918149029810314 -0.0010215796524794059 -0.0003732346343303535 0.0012128977553317994 0.00015977834239543556 0.0013979774028325827 0.00068029142572671839 0.0030041370921587997 0.0017178739955239768 0.00027465699513845511 0.0015130228224970027 0.00023006247570054567 0.00095736528055108384 0.0016131338098198339 -0.00030744544584134962 0.0017703341486974597 0.0032480514360915562 0.001962575498401356 0.00064768252198052522 -0.0010857240990989484 0.00097455472871332306 0.00037033276970604404 -0.0013214750304048658 3.792441614585129e-05 0.00069258046120539455 0.0010604226518911089 0.0027741825106862641 0.0026966729229466438 0.0019662068978049422 -0.00042837378396561466 0.0017086452758796281
leaf_weight=48 20 23 69 27 28 67 30 184 21 81 38 122 51 22 21 24 46 61 20 108 20 23 38 28 70 33 37 20 20 1721
leaf_count=48 20 23 69 27 28 67 30 184 21 81 38 122 51 22 21 24 46 61 20 108 20 23 38 28 70 33 37 20 20 1721
internal_value=0 0.000907275 0.000962543 0.00122949 0.00132805 0.00148087 0.00170343 0.0015185 0.00163593 0.00164793 0.00110334 0.00167656 0.00224587 0.00165052 0.000707284 0.00166964 0.0012326 0.000610461 0.000431288 0.000574402 0.000158859 -0.000534588 0.000614917 0.00170724 0.001722 0.00174696 0.00172836 0.00170828 0.000768917 0.00172982
internal_weight=0 718 698 397 374 308 241 211 2403 2382 119 2263 99 2164 43 2121 168 301 232 212 104 43 66 1953 1925 1855 1822 1785 40 1745
internal_count=3121 718 698 397 374 308 241 211 2403 2382 119 2263 99 2164 43 2121 168 301 232 212 104 43 66 1953 1925 1855 1822 1785 40 1745
is_linear=0
shrinkage=0.00928922


Tree=2269
num_leaves=31
num_cat=0
split_feature=1 3 148 4 97 2 12 14 51 16 48 0 4 2 2 393 13 52 133 133 13 1212 133 160 1 1 1 15 457 3
split_gain=2.75518 0.719475 0.586895 0.662403 0.420342 0.581338 0.419131 0.404005 0.437005 0.647913 0.550008 0.591443 0.401988 0.378197 0.361659 0.478746 0.377529 0.348122 0.367473 0.535604 0.568371 0.530218 0.494753 0.420518 0.39635 1.05832 0.56036 0.431737 0.384562 0.37718
threshold=0.10337500000000001 0.31370500000000007 -0.095079999999999984 -0.013514999999999998 -0.0047149999999999996 0.090310000000000015 -0.42850999999999995 -0.47013499999999991 0.10532000000000001 -0.42170999999999997 0.085700000000000012 -0.073574999999999988 0.40124500000000002 0.15950500000000004 0.090050000000000005 0.086855000000000016 -0.11122999999999998 -0.56368999999999991 0.017095000000000003 0.087985000000000022 0.016935000000000002 0.085650000000000018 0.085815000000000016 1.0000000180025095e-35 0.089770000000000016 0.096575000000000008 0.083135000000000014 -0.10469999999999999 0.083570000000000019 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 -5 -6 -3 -7 9 -9 11 -11 14 -8 16 17 -1 -16 21 20 22 23 -20 24 26 -26 27 -19 -25 -21
right_child=1 6 3 4 5 7 13 8 -10 10 -12 -13 -14 -15 15 -17 -18 18 19 29 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0021545004677308291 -0.00053374092871310576 0.0008368710580189309 0.0013504729655296754 -0.00017446459091917052 0.0012336716455239865 0.0016776700354120715 0.00013765756836261293 0.00078119055062333986 0.0014656951403837909 -0.0016816829092407271 0.0006485642526153256 5.3877275640444088e-06 0.00020145915694948566 -0.0012035681136773296 0.0021246813731763681 6.8245622480873319e-05 0.0014029760015532287 0.0018695221152116531 0.0032226263428607868 0.0011735897806937189 0.00099389577187014881 0.0019398741986685016 0.0017163225771173859 0.0016823934762506686 -0.0012672070080409566 0.001162290605479524 0.0022567705055691958 0.00070107242418942074 0.00038120629652172063 0.0023635023762513894
leaf_weight=49 21 35 165 34 141 21 46 107 27 24 37 38 22 22 31 25 1378 25 29 330 29 43 33 82 22 30 21 214 20 20
leaf_count=49 21 35 165 34 141 21 46 107 27 24 37 38 22 22 31 25 1378 25 29 330 29 43 33 82 22 30 21 214 20 20
internal_value=0 0.000739573 0.000848567 0.000897437 0.000723192 0.000800459 8.8779e-05 0.000559974 0.000459238 0.000327323 -0.00016322 -0.000647672 0.00133354 -0.000296268 0.001344 0.00121718 0.00142878 0.0012481 0.00121784 0.00139109 0.00196613 0.00105065 0.00242088 0.000958286 0.000804968 0.000134426 0.000939076 0.000823295 0.00142726 0.00124158
internal_weight=0 718 615 594 429 395 103 254 233 206 99 62 2403 68 2381 954 1427 929 898 441 91 457 62 414 312 52 260 239 102 350
internal_count=3121 718 615 594 429 395 103 254 233 206 99 62 2403 68 2381 954 1427 929 898 441 91 457 62 414 312 52 260 239 102 350
is_linear=0
shrinkage=0.00841354


Tree=2270
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 12 4 0 3 150 2 3 12 0 39 2 16 0 12 131 157 0 4 47 472 48 4
split_gain=137.593 23.8432 13.2448 12.4133 7.88386 7.4802 4.89275 4.81741 4.09035 3.9404 4.29755 3.70734 3.39166 3.32849 2.77361 2.54294 2.13263 2.06813 2.02316 1.92149 1.77794 1.72039 1.68614 1.64351 1.98207 1.70091 1.56217 1.45278 1.7029 1.45682
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.093575000000000019 0.089410000000000003 0.0061450000000000003 -0.11173999999999999 0.31370500000000007 0.09487000000000001 0.11474000000000002 0.076840000000000006 0.13597000000000004 -0.15599999999999997 0.095830000000000012 0.094835000000000017 -0.25582999999999995 -0.079119999999999982 -0.42850999999999995 0.09031500000000002 -0.028564999999999997 -0.11242999999999999 0.25615500000000008 0.090100000000000013 -0.0094849999999999986 0.092680000000000026 -0.50427999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 26 6 9 18 -7 10 16 14 23 -6 17 -10 -1 19 -5 -4 -12 -13 -2 -11 25 -25 -3 -22 29 -29
right_child=1 2 11 7 13 8 -8 -9 15 12 20 21 -14 -15 -16 -17 -18 -19 -20 -21 27 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00156204551382683 0.0019359033440325252 0.00074189734027095544 0.00044495729779064577 0.0018747442841249061 0.0015345248171824198 0.00068517202446176991 0.0021616650270913922 0.00087565360992644756 0.0016070212544368313 0.0012452853366436349 0.0018345918322380641 0.00048941637540701819 0.0010655349967367486 0.00084199465569113571 0.00094847053347063884 0.0010431596655772397 0.00090057997199201746 0.00029006277088305536 0.0012928227079291275 0.001023791687631818 0.0019891888955366919 8.8567017501240472e-06 0.0014018029318039447 0.0021499326044185319 0.001582343238487981 0.0016035121821286065 0.0011415823029819897 0.0019475548748550471 0.0013311254355195337 0.0016813838524011673
leaf_weight=43 49 190 36 27 77 20 85 62 112 27 1157 34 33 26 50 28 20 71 44 29 51 54 25 39 162 27 32 67 34 410
leaf_count=43 49 190 36 27 77 20 85 62 112 27 1157 34 33 26 50 28 20 71 44 29 51 54 25 39 162 27 32 67 34 410
internal_value=0 0.000859273 0.000748558 0.00171367 0.00097705 0.00174223 0.00176815 0.00121649 0.00139311 0.001752 0.00178135 0.000477536 0.00157037 0.00135971 0.000611432 0.00149425 0.00135206 0.000487521 0.00151412 0.000703206 0.00179708 0.000194527 0.00175546 0.0016357 0.00168194 0.0019264 0.00079951 0.00171986 0.00169298 0.00171877
internal_weight=0 673 599 2448 325 2315 2155 133 160 2070 1782 274 288 103 186 140 63 136 71 65 1719 88 74 255 228 66 222 562 511 477
internal_count=3121 673 599 2448 325 2315 2155 133 160 2070 1782 274 288 103 186 140 63 136 71 65 1719 88 74 255 228 66 222 562 511 477
is_linear=0
shrinkage=0.00167351


Tree=2271
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 0 4 0 2 2 1 13 14 4 15 2 4 12 47 3 16 50 12 1 14 2
split_gain=143.149 16.888 15.388 9.13706 8.29714 7.06661 5.23841 4.45463 4.11878 3.31047 2.93532 2.82932 3.86097 2.64124 2.51878 2.49462 2.3447 2.29612 2.00278 1.79875 1.75721 1.87689 1.47856 1.29833 1.35802 1.28357 1.25068 2.20403 1.06007 2.16164
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.095330000000000012 -0.17966999999999997 0.27287000000000006 -0.23194499999999998 0.024790000000000003 -0.078904999999999989 0.092235000000000025 0.11704500000000001 0.12000500000000001 -1.0000000180025095e-35 0.076175000000000007 0.024790000000000003 0.13592500000000005 0.11389000000000002 -0.059649999999999988 -1.0000000180025095e-35 0.10019500000000002 -0.14186499999999996 -0.066924999999999985 0.041865000000000006 0.087695000000000009 0.089875000000000024 -0.41076499999999994 0.12198500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 13 8 16 -5 15 -1 18 12 -9 -2 -10 22 26 -17 23 20 -11 -22 -3 -8 -25 -7 27 -4 -6 -30
right_child=1 5 6 7 28 25 10 11 14 19 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0026039172917781657 0.0019010590832513397 0.00092025311185637876 0.0021738393038892396 0.0020772137924166731 0.0013780117524576354 0.00036168977723973882 0.0022812573259784969 0.0018783474688830761 0.0011284750540278316 0.0021650175443533246 0.001679822031822569 0.0010257429400080402 0.0012950205092967385 0.0012185558193448069 0.00065575064152844373 0.0017885109460423821 0.0024937201024521631 0.001081431753577987 0.0014611943054540985 0.0014327216505644622 0.001969659817252467 0.0014177259733126714 0.0014157659348486341 0.0020934750705252818 0.0018819636570212839 0.00082412246133151731 0.002059289693123168 0.0016369944759580086 0.001187970199733637 0.00048073604678643226
leaf_weight=22 95 74 715 31 21 73 47 51 48 70 114 49 94 20 104 32 47 23 20 21 58 26 23 164 192 23 787 23 34 20
leaf_count=22 95 74 715 31 21 73 47 51 48 70 114 49 94 20 104 32 47 23 20 21 58 26 23 164 192 23 787 23 34 20
internal_value=0 0.00107526 0.00200894 0.00171139 0.00149429 0.000876224 0.00206848 0.00147637 0.00100372 0.00197983 0.00192292 0.00138036 0.00150019 0.00178236 0.000805032 0.00120241 0.0021182 0.00149282 0.00198844 0.00190137 0.00196528 0.00179882 0.00103775 0.00201461 0.0019794 0.000472481 0.00210663 0.00215711 0.00105259 0.000926032
internal_weight=0 590 2531 422 190 400 2109 225 304 197 537 194 145 115 152 152 1572 55 423 175 154 84 97 403 356 96 1525 738 75 54
internal_count=3121 590 2531 422 190 400 2109 225 304 197 537 194 145 115 152 152 1572 55 423 175 154 84 97 403 356 96 1525 738 75 54
is_linear=0
shrinkage=0.00170698


Tree=2272
num_leaves=31
num_cat=0
split_feature=1 3 15 11 0 46 12 3 3 42 1210 41 14 402 1 1 40 12 12 43 12 42 479 50 50 43 159 159 475 400
split_gain=3.43252 0.713296 0.593002 0.588574 0.558749 0.522023 0.592292 0.749363 0.544583 0.782694 0.515835 0.592327 0.484049 0.452662 0.422452 0.525653 0.505288 0.408296 0.813198 0.749431 0.373582 0.372941 0.366299 0.426861 0.608501 0.438859 0.423908 0.539589 0.372011 0.413135
threshold=0.10920500000000001 -0.049509999999999992 0.024640000000000006 0.077290000000000011 0.034820000000000011 0.084955000000000017 0.082095000000000015 0.11924500000000002 -0.11171999999999999 0.075730000000000006 -0.0084249999999999985 0.077565000000000009 0.078235000000000013 0.012085000000000002 0.10171500000000001 0.10638500000000002 -0.081029999999999977 0.10673000000000001 0.11650500000000001 -0.072864999999999985 0.097825000000000009 -0.14609499999999997 0.088785000000000017 1.0000000180025095e-35 0.10672000000000002 -0.092909999999999979 0.030370000000000005 -0.16721999999999995 -0.084169999999999981 -0.070649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 5 21 20 6 7 8 9 -1 -8 22 -5 17 -10 16 -16 19 -19 -2 -3 -4 23 25 -25 -12 27 -26 -27 -30
right_child=1 4 3 12 -6 -7 10 -9 14 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 26 28 -28 -29 29 -31
leaf_value=-0.00071800916665091131 0.0010829723076577792 0.00068827126914953779 0.0023656346940330018 0.0033156523346960275 -0.00064882947730129264 0.0026002970033876106 0.00041298014364555077 -0.00036171632763084502 0.0014187130301139153 0.0015150273502104602 0.0019496352235728754 0.00032308352371388963 0.0017181145062767802 -3.3217282732483032e-05 0.00095245519363554949 0.0015832772552904543 -0.00087608030448346156 -0.00040030906330531363 0.0016391725512818231 0.0025621141567405024 -0.000342429335776264 0.0015277190855407237 0.00050038707717556935 0.0024339498079145134 0.0019188761574803503 0.001780356147656956 0.0026289711279486308 0.00080755808333354926 0.00011356609900319841 0.0012940084500895318
leaf_weight=25 67 319 39 25 27 23 34 25 259 20 98 31 29 20 23 28 20 25 31 38 27 1048 25 81 59 111 21 65 22 456
leaf_count=25 67 319 39 25 27 23 34 25 259 20 98 31 29 20 23 28 20 25 31 38 27 1048 25 81 59 111 21 65 22 456
internal_value=0 0.000727177 0.00145741 0.00160037 0.000516875 0.00134303 0.00132242 0.00104868 0.0011427 0.000274452 0.00143159 0.00146733 0.00245772 0.00116056 0.0012611 0.00068615 0.000101974 0.00130886 0.00072869 0.00161828 0.000607841 0.00155778 0.00150514 0.00153265 0.00184984 0.00142831 0.00152354 0.00133633 0.00134157 0.00123968
internal_weight=0 554 2567 1141 373 1426 1403 400 375 45 1003 969 54 181 330 71 43 161 56 105 346 1087 938 913 226 687 145 124 589 478
internal_count=3121 554 2567 1141 373 1426 1403 400 375 45 1003 969 54 181 330 71 43 161 56 105 346 1087 938 913 226 687 145 124 589 478
is_linear=0
shrinkage=0.00841354


Tree=2273
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 2 42 14 2 4 1 11 1 4 11 43 131 3 0 16 4 16 15 52 4 16
split_gain=144.574 24.1021 13.8607 12.2241 9.14334 7.53939 7.40171 5.64109 4.68294 3.89635 3.17545 2.57699 2.33365 2.96411 1.79503 1.72877 2.25 2.71297 1.40485 1.3965 1.26649 1.19726 1.17924 1.10284 1.09687 1.59219 1.06112 1.0285 0.958154 1.3405
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.13082500000000002 0.089885000000000007 -0.0060199999999999993 0.062655000000000016 0.14753000000000002 0.42051500000000003 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.095165000000000013 -0.080324999999999994 0.09031500000000002 -0.010424999999999999 -0.066089999999999996 0.13751500000000003 0.024790000000000003 -0.12029499999999999 -0.081924999999999984 0.40674500000000008 -0.39518999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 6 7 22 9 12 11 -5 14 13 -4 27 16 24 -18 -17 -12 -2 -15 -3 -7 -11 -26 -14 28 -1 -30
right_child=1 2 8 10 -6 23 -8 -9 -10 15 19 -13 26 21 -16 18 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.002281356694687204 0.0020810978047265749 0.0019595057337060051 0.0010745320346171889 0.0018734753542258046 0.0010230571958357564 0.0011189998764514905 0.0010114418642817558 0.0011975569420266579 0.0012554866250058055 0.0018955294087104747 0.0013604618822186164 0.0022961331775209069 0.00057830545245821292 0.00084883155694986424 0.0018472937743904776 0.0021767986779833207 0.0019079245067368767 0.0012707958688421539 0.0017156981119807596 0.00091707038840859584 0.0016531381433429442 0.00050428907991481738 0.0015753051313227048 0.0015821403647749207 0.0019037964855513003 0.0016370804037704773 0.00019871529030109883 0.0017153657849776328 0.0020132004747440632 0.001814727154145045
leaf_weight=28 47 50 54 22 207 27 39 24 37 532 51 59 64 37 220 63 28 34 20 24 24 62 29 21 99 107 23 29 975 85
leaf_count=28 47 50 54 22 207 27 39 24 37 532 51 59 64 37 220 63 28 34 20 24 24 62 29 21 99 107 23 29 975 85
internal_value=0 0.00110119 0.00100268 0.00189443 0.00121501 0.00191618 0.00155174 0.00192858 0.000753547 0.00193627 0.00136711 0.00198612 0.000676164 0.000788872 0.00197244 0.00185747 0.00183587 0.00155853 0.00206569 0.00121858 0.00193644 0.000633057 0.00181847 0.00132162 0.00185917 0.00176526 0.000477954 0.00199709 0.0020046 0.00199729
internal_weight=0 673 602 2448 325 2351 118 2303 277 2279 97 1396 240 153 1337 883 800 62 83 75 71 99 79 48 738 206 87 1117 1088 1060
internal_count=3121 673 602 2448 325 2351 118 2303 277 2279 97 1396 240 153 1337 883 800 62 83 75 71 99 79 48 738 206 87 1117 1088 1060
is_linear=0
shrinkage=0.00151575


Tree=2274
num_leaves=31
num_cat=0
split_feature=1 2 9 0 43 457 3 3 12 44 4 2 2 1429 475 475 2 51 157 1446 401 2 15 159 52 1212 16 42 0 12
split_gain=3.43006 0.903514 0.572234 0.562745 0.463526 0.428925 0.561798 0.41073 0.46335 0.404641 0.40203 0.473223 0.398579 0.508737 0.47255 0.622524 0.43806 0.52194 0.430351 0.425957 0.520542 0.405872 0.643609 0.396886 0.767551 0.635136 1.25476 0.503115 0.521628 0.387622
threshold=0.11829500000000003 0.10252500000000002 -1.0000000180025095e-35 -0.13027499999999997 -0.04890499999999999 0.083415000000000017 0.11658 0.31370500000000007 -0.42850999999999995 1.0000000180025095e-35 -0.082249999999999976 0.098630000000000009 0.10097500000000002 0.087865000000000013 -0.084169999999999981 -0.082904999999999993 0.088055000000000008 -0.054954999999999997 -0.07686999999999998 0.083530000000000007 0.080190000000000011 0.086950000000000013 -0.015744999999999999 -0.085489999999999997 0.11277500000000001 0.090465000000000018 -0.079734999999999986 0.075730000000000006 -0.086409999999999987 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -2 -9 10 11 23 13 14 16 -16 21 -18 -15 20 -17 -12 -23 -4 25 27 -27 29 -29 -25
right_child=7 3 9 -5 5 -7 -8 8 -10 -11 12 -13 -14 18 15 19 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0004783393554040296 0.00065303055436389656 9.0485019068250571e-05 0.002411464561913415 0.0011619520621184013 0.0020094618833449798 0.00018213018876543492 0.00069638209611770044 0.00075954055641366228 -0.0003461146441809607 0.0024013822196944086 0.0019255570412332406 0.00056286465439894632 0.0021338631960904995 -0.00025227260481512837 8.9645292908650053e-05 0.0011764740125576284 0.0032266331997382446 0.0015198131762614452 0.0012254480397529059 0.0017431211513448885 0.0016327632444107984 0.0018187194350274315 0.00015639075785272793 0.0014258101298853423 0.00019353679850312355 0.0015535587707913344 -0.00064839114206870891 0.0029539607846922871 0.0017887299956724197 0.0020646322824000116
leaf_weight=41 275 55 30 450 31 30 44 34 56 21 51 27 31 22 25 1007 20 20 22 102 162 26 26 254 23 52 20 32 65 67
leaf_count=41 275 55 30 450 31 30 44 34 56 21 51 27 31 22 25 1007 20 20 22 102 162 26 26 254 23 52 20 32 65 67
internal_value=0 0.00128036 0.00135248 0.00102664 0.000646092 0.000937124 0.00123912 0.000509659 7.15773e-05 0.00136951 0.00135911 0.00152823 0.00129544 0.00127792 0.00130211 0.00125714 0.00170969 0.00237322 0.000486588 0.00128011 0.00123971 0.001452 0.000987555 0.00157623 0.00152739 0.00159 0.000941906 0.00170163 0.00217314 0.00155915
internal_weight=0 2756 2146 610 160 105 75 365 90 2105 2084 570 1514 1483 1439 1296 143 40 44 1271 1169 103 52 543 513 490 72 418 97 321
internal_count=3121 2756 2146 610 160 105 75 365 90 2105 2084 570 1514 1483 1439 1296 143 40 44 1271 1169 103 52 543 513 490 72 418 97 321
is_linear=0
shrinkage=0.00747098


Tree=2275
num_leaves=31
num_cat=0
split_feature=1 2 124 48 12 43 1 455 4 3 15 1447 159 159 42 0 2 16 402 34 123 159 13 13 1186 40 12 12 403 12
split_gain=2.77835 0.763896 0.548147 0.444884 0.425295 0.863366 0.408636 0.398605 0.412639 0.476812 0.423733 0.402332 0.518119 0.400509 0.522637 0.636177 0.374579 0.584953 0.470524 0.442632 0.469693 0.393657 0.384442 0.382256 0.368402 0.348103 0.336244 0.40624 0.439022 0.354978
threshold=0.11829500000000003 0.10803500000000001 -0.083859999999999976 -0.098424999999999985 0.087505000000000013 -0.083434999999999995 0.094090000000000021 0.092320000000000013 -0.082249999999999976 0.092670000000000016 -0.040439999999999997 -0.085804999999999979 -0.085179999999999992 -0.041644999999999995 0.085730000000000015 -0.086409999999999987 0.25063000000000007 -0.16075999999999999 0.091530000000000014 -0.021334999999999996 0.12630500000000003 0.094385000000000011 -0.07692499999999998 -0.28558999999999996 0.087775000000000006 -0.082294999999999993 0.091840000000000019 0.089795000000000014 -0.077589999999999978 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 -1 8 11 24 -11 -5 -13 -14 26 -16 18 -18 19 -2 21 23 -23 -21 25 -10 27 -15 -29 -28
right_child=16 4 3 7 -6 -7 -8 -9 9 10 -12 12 13 14 15 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0018857336679252853 -3.1374242533878351e-05 -0.00087343558674093773 0.002873305983604977 0.00070172530683844153 0.0013681033612547213 0.001034225282237902 0.00046955431789212399 0.0029018882832271393 0.002663645506393396 0.0012367207332167885 -0.00047388715540587132 0.0033220756580235517 0.00046645084356646189 0.0016707339704269165 0.0035415075107625474 0.0018711376894394787 0.00077436693027128792 -0.0014635608276330969 -0.00053836409337432081 -8.7057810494469678e-05 -0.00043695858585269935 0.001196403290468805 0.002894494921581621 0.0010967543734029001 0.00032584392093015161 0.0015134401188685361 0.0026690600949284601 -0.00028440263439834918 0.0016940285654904893 0.0015364769918928295
leaf_weight=26 48 26 25 31 259 150 71 21 25 38 21 21 21 309 34 57 24 20 26 31 20 33 20 143 24 1450 59 22 20 46
leaf_count=26 48 26 25 31 259 150 71 21 25 38 21 21 21 309 34 57 24 20 26 31 20 33 20 143 24 1450 59 22 20 46
internal_value=0 0.00149066 0.00156032 0.00159133 0.001119 0.000752412 0.000849149 0.00157676 0.00156398 0.00148007 0.00062786 0.00177486 0.00183134 0.00177622 0.00182651 0.00249523 0.000593368 -0.000242873 0.000707993 0.000817841 0.000982871 0.00110797 0.00183719 0.000885845 0.00151361 0.00153294 0.00169305 0.00154952 0.000657707 0.00217288
internal_weight=0 2756 2321 2224 435 176 97 2199 2178 1558 59 620 589 568 547 91 365 44 321 295 247 227 53 174 1499 1475 456 351 42 105
internal_count=3121 2756 2321 2224 435 176 97 2199 2178 1558 59 620 589 568 547 91 365 44 321 295 247 227 53 174 1499 1475 456 351 42 105
is_linear=0
shrinkage=0.00966451


Tree=2276
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 4 15 11 1 13 15 4 4 3 2 1 15 13 4 1 159 43 48 43 43 50 43 133
split_gain=116.146 14.2435 12.2519 8.10483 7.91993 6.15949 6.03526 3.62448 3.42635 4.15701 3.04939 2.62132 2.42609 3.42233 3.10017 2.88398 2.395 2.34163 2.03063 2.01808 1.94784 1.77257 1.5286 1.42412 1.40571 1.38624 1.34949 1.19846 1.07553 1.48867
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.27287000000000006 0.024640000000000006 1.0000000180025095e-35 0.077845000000000011 -0.077799999999999994 -0.12563999999999997 -0.27825499999999997 -0.14098499999999997 0.090900000000000009 0.11704500000000001 0.12765500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.024790000000000003 0.10124500000000002 0.084250000000000005 -0.013024999999999998 0.084855000000000014 -0.080324999999999994 0.0051600000000000005 0.041865000000000006 -0.016814999999999997 0.032270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 8 19 11 26 -4 18 -13 23 -15 21 -2 -9 -1 22 -21 -16 24 -14 -3 -12 28 -7 -10 -30
right_child=1 5 10 -5 -6 27 -8 17 9 -11 25 12 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019488443130918711 0.0017862504964069545 0.0014460711220865522 0.0017806608513757658 0.0011681082175049376 0.00097642410006233205 0.00036851826700562477 0.0012485204347576458 0.0010018049001264658 0.0019143599973849596 0.0023648110173344335 0.0012799272492598837 0.0020168618958317942 0.0015516470802462109 0.0010126065049597737 0.0017541224892665091 0.0011859516173174333 0.0011490836666727035 0.00058507637397929536 0.0015527827400281247 0.0016655382214412673 0.001027058386636787 0.0013176183425146102 0.00069783969652685389 0.0020364500675907424 0.00094371281809279314 0.00080288758738935359 0.00182768075211362 0.00080659454134424026 0.0020713221667323228 0.0016933217945649575
leaf_weight=515 95 26 28 45 75 73 41 70 431 68 59 93 20 20 375 30 20 82 39 32 23 28 32 112 39 24 240 23 331 32
leaf_count=515 95 26 28 45 75 73 41 70 431 68 59 93 20 20 375 30 20 82 39 32 23 28 32 112 39 24 240 23 331 32
internal_value=0 0.00102223 0.00184676 0.0018717 0.00139951 0.000843023 0.00188503 0.000959723 0.00189621 0.00196401 0.00130309 0.00183557 0.00176579 0.00172587 0.00165678 0.00168653 0.00167544 0.000776991 0.00192096 0.00114245 0.00139854 0.00172379 0.000997253 0.001963 0.00114466 0.00114199 0.00193765 0.000473474 0.00197089 0.002038
internal_weight=0 590 2531 2420 190 400 2375 304 2334 1102 111 1232 678 585 453 433 115 152 554 152 55 403 97 132 65 83 1034 96 794 363
internal_count=3121 590 2531 2420 190 400 2375 304 2334 1102 111 1232 678 585 453 433 115 152 554 152 55 403 97 132 65 83 1034 96 794 363
is_linear=0
shrinkage=0.00167351


Tree=2277
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 2 1 1 2 2 2 4 1 1 39 15 3 1 12 43 14 1 3 31 1
split_gain=145.63 17.5974 16.0289 10.2746 9.52026 7.41682 4.88728 4.78878 4.70109 4.62115 4.51117 3.69578 3.15877 2.90825 3.01897 2.90353 2.07364 3.04719 1.62921 1.53006 1.36819 1.81592 2.50449 1.32742 1.32209 1.31922 1.31085 1.50212 1.21133 1.12687
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.09580000000000001 0.14753000000000002 0.14122000000000004 0.076975000000000002 0.36766000000000004 -1.0000000180025095e-35 0.10803500000000001 0.077845000000000011 0.089625000000000024 -0.0091949999999999983 0.089605000000000018 0.11704500000000001 -0.013514999999999998 0.093100000000000002 0.16175000000000003 0.10226500000000001 0.024640000000000006 -0.12018999999999998 0.077845000000000011 0.095780000000000018 -0.079914999999999986 -1.0000000180025095e-35 0.076935000000000017 -0.097174999999999984 -0.077289999999999984 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 9 8 12 16 28 29 -4 20 -14 -15 -2 26 23 -7 25 21 22 -1 -18 -13 -12 27 -6 -3 -11
right_child=1 5 11 -5 6 18 -8 -9 -10 10 19 24 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020455167410398886 0.0018773116820314864 0.00082530175157260425 0.0018482764257166629 0.00094076191008185691 0.0015609316169618742 0.00050542182512619224 0.0012268340047490577 0.0024838961734691498 0.0012195004196081792 0.0018529513587515292 0.0012899125446971897 0.001260481517576768 0.001335762402129542 0.0019650175567487577 0.0012790224162456407 0.001161722076488593 0.0019571341439702616 0.001227888731407742 -3.2492377067305256e-05 0.00053724131943036577 0.0021079917214111986 0.0020246037259804457 0.0012195856922671395 0.0016966019106032318 0.00077236770549988425 0.00091895646380217165 0.002110454818396799 0.0019515467528499607 0.00042496378574525574 0.0012868003896986005
leaf_weight=23 95 40 28 75 35 75 41 68 34 21 37 61 27 286 20 20 112 28 21 23 740 595 20 116 22 114 116 159 49 20
leaf_count=23 95 40 28 75 35 75 41 68 34 21 37 61 27 286 20 20 112 28 21 23 740 595 20 116 22 114 116 159 49 20
internal_value=0 0.00100456 0.00194629 0.0014323 0.00197538 0.00080138 0.00179702 0.00203965 0.00183598 0.000931999 0.00106741 0.00131201 0.00202199 0.0018728 0.00192018 0.00175286 0.00187302 0.00175932 0.000387753 0.000947381 0.00205805 0.00200012 0.00166136 0.00182458 0.0011311 0.00100985 0.00196691 0.00188107 0.000604891 0.00157678
internal_weight=0 590 2531 190 2420 400 641 1779 600 304 215 111 1711 333 306 115 566 256 96 174 1378 638 43 228 83 151 310 194 89 41
internal_count=3121 590 2531 190 2420 400 641 1779 600 304 215 111 1711 333 306 115 566 256 96 174 1378 638 43 228 83 151 310 194 89 41
is_linear=0
shrinkage=0.00170698


Tree=2278
num_leaves=31
num_cat=0
split_feature=4 2 123 149 3 2 15 48 13 14 133 4 52 16 4 157 3 12 483 13 49 42 15 50 12 13 48 52 1456 0
split_gain=3.44798 1.15218 0.803677 0.566818 0.558899 0.48421 0.407888 0.60272 0.521856 0.400888 0.387791 0.404013 0.362138 0.352173 0.676039 0.818538 0.555372 0.478319 0.464838 0.471932 0.533908 0.44745 0.437084 0.428393 0.457127 0.662078 0.402999 0.401125 0.381619 0.567218
threshold=0.36766000000000004 0.14285500000000004 1.0000000180025095e-35 0.07770500000000001 0.30112000000000005 0.25063000000000007 -0.03241999999999999 0.094925000000000023 -0.0069799999999999992 -0.10708499999999999 -0.030254999999999994 0.010840000000000001 0.12492500000000002 -0.069144999999999984 0.0033150000000000007 -0.061169999999999995 0.097915000000000016 -0.083994999999999986 0.085510000000000017 -0.00051499999999999994 -0.0087849999999999977 -0.092459999999999987 -0.031204999999999997 -1.0000000180025095e-35 0.11903500000000002 0.18141000000000002 0.088005000000000014 -0.0064899999999999992 0.056265000000000009 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 12 7 -3 -8 -1 -4 -12 -2 16 17 -16 18 -15 19 21 -21 -11 -17 -19 25 28 -22 -20 -25 -30
right_child=3 6 10 -5 -6 -7 8 -9 -10 13 11 -13 -14 14 15 22 -18 23 27 20 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0025396492995194229 0.00043831079400266095 0.0022096985134607079 0.0019064061623707735 0.0017301092102254187 0.00053108676636700865 -0.00079363595988688937 0.00072968855509140138 0.00015127488373301625 -0.0010853278351069886 0.0022601658804118985 0.00099462062247021783 -0.00010182881016553985 0.0015855128789728163 0.00021755834597666875 -0.0004497391485423163 0.0010622925062489031 0.0028459723182372447 0.0027422250070769831 0.0033331596581960693 0.00032857604156833056 0.0012895831721105252 0.0016082500696198681 0.002401489829158113 0.0014507919956363051 0.00030817645640685752 0.0026702055393934632 0.0024940991105418561 0.0018820766792225713 0.0012868946940979154 0.0024101340859291917
leaf_weight=30 257 20 24 27 40 22 28 22 20 87 99 33 22 20 25 175 28 22 20 39 185 713 20 877 22 38 23 47 57 79
leaf_count=30 257 20 24 27 40 22 28 22 20 87 99 33 22 20 25 175 28 22 20 39 185 713 20 877 22 38 23 47 57 79
internal_value=0 0.00146908 0.00150088 0.000538964 0.0015375 0.000432117 0.000513853 0.00113148 -2.65683e-05 0.00155356 0.000902954 0.000720508 0.000528771 0.00154162 0.00144698 0.00101222 0.00165226 0.00153276 0.00162225 0.00157791 0.00125001 0.00167915 0.00119965 0.00155678 0.00153248 0.0015581 0.00142277 0.00231524 0.00151639 0.00193936
internal_weight=0 2793 2703 328 2547 301 90 42 48 2507 156 132 279 2477 1335 220 1142 1115 1114 1047 247 800 195 1095 1073 1051 208 67 1013 136
internal_count=3121 2793 2703 328 2547 301 90 42 48 2507 156 132 279 2477 1335 220 1142 1115 1114 1047 247 800 195 1095 1073 1051 208 67 1013 136
is_linear=0
shrinkage=0.00858181


Tree=2279
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 47 4 42 14 0 11 1 4 48 1 48 50 1 0 42 4 16 133 159 3 15 1429
split_gain=118.931 14.1567 12.6805 8.1235 7.68315 7.17457 6.35947 4.47097 3.998 3.36363 3.02674 2.99197 2.48901 2.19121 3.62113 3.64242 3.59044 2.02785 1.73182 1.58593 1.54306 1.52114 1.33428 1.20389 1.69101 1.18635 1.65533 1.44868 1.09394 1.33493
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14753000000000002 0.089775000000000008 0.090100000000000013 0.061775000000000004 -0.0060199999999999993 0.076175000000000007 -0.18113999999999997 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090225000000000014 0.091195000000000012 0.12118000000000002 0.041865000000000006 0.13075500000000004 -0.066089999999999996 0.090835000000000013 0.022185000000000003 -0.12029499999999999 0.032270000000000007 0.03981500000000001 -0.11171999999999999 0.040760000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 22 7 8 11 12 -10 -4 17 -3 14 23 -16 -17 -1 -11 -8 -14 -19 -2 25 -25 27 -27 -9 29 -15
right_child=1 6 10 -5 -6 -7 19 13 9 18 -12 -13 20 28 15 16 -18 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0018336798661305379 0.0017582150072230276 0.0012264135719394259 0.0017210543735334701 0.0010912114165042034 0.00091409193269550591 0.0011131566509820746 0.00033353598368992735 0.0013346159235111395 0.0016974439171402651 0.0012486001212541325 0.0010806262167739815 0.0021645389591006662 0.00085142596246680455 0.0016866948315235905 0.0017009615938193376 0.00055309084060884176 0.0014684017453686533 0.0017147221225387197 0.00068262585406374525 0.00079761128985895513 0.00057904359748703793 0.0012788596086019983 0.0014152031299675665 0.001735106860863534 0.0014617938771648382 0.0017640564247126877 0.0022064861515740681 0.0016953090379180742 0.0022206136125224856 0.0021152010978344031
leaf_weight=1107 46 28 22 45 74 41 75 30 23 28 89 58 116 57 35 20 21 216 24 23 87 21 66 103 114 249 22 236 20 25
leaf_count=1107 46 28 22 45 74 41 75 30 23 28 89 58 116 57 35 20 21 216 24 23 87 21 66 103 114 249 22 236 20 25
internal_value=0 0.000947714 0.00171853 0.00174197 0.00130067 0.0017543 0.000785216 0.00176556 0.00089499 0.00120513 0.00120756 0.00182073 0.000794293 0.00168256 0.00165629 0.00133463 0.00102191 0.00180589 0.000987381 0.000442452 0.000734691 0.0016761 0.00155608 0.00168871 0.00159152 0.00172798 0.00179997 0.00165463 0.00189641 0.00181734
internal_weight=0 590 2531 2420 186 2375 404 2334 306 75 111 1402 231 932 830 76 41 1344 52 98 203 237 112 754 217 537 271 266 102 82
internal_count=3121 590 2531 2420 186 2375 404 2334 306 75 111 1402 231 932 830 76 41 1344 52 98 203 237 112 754 217 537 271 266 102 82
is_linear=0
shrinkage=0.00154607


Tree=2280
num_leaves=31
num_cat=0
split_feature=1 52 1 16 42 33 50 15 157 1 15 0 0 4 16 3 4 4 0 34 2 10 484 160 42 0 0 12 0 16
split_gain=3.35362 0.809568 0.71214 0.865467 0.704183 0.557867 0.593236 0.525909 0.52088 0.513003 0.616909 1.32914 0.744492 0.663194 1.4399 0.58045 0.551632 0.548426 0.503317 0.495667 0.85006 0.626049 0.534507 0.419403 0.384556 0.465168 0.623942 0.465219 0.353238 0.43547
threshold=0.10920500000000001 -0.23798499999999997 0.15471500000000002 -0.11118499999999999 0.090545000000000014 0.08573500000000002 0.14026500000000003 0.024640000000000006 -0.0091799999999999989 0.095950000000000021 -0.0079099999999999986 -0.10224499999999999 -0.030209999999999997 -0.42529999999999996 0.0057500000000000008 -0.085384999999999975 -0.17966999999999997 -0.064054999999999987 -0.066089999999999996 -0.038779999999999995 0.10981000000000002 0.094860000000000014 -0.070054999999999992 -1.0000000180025095e-35 -0.019989999999999997 -0.036484999999999997 -0.10474999999999998 -0.081419999999999979 -0.085034999999999986 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 -4 -2 6 19 9 -9 10 12 -12 17 -13 23 -16 -11 -1 28 -3 21 -21 -22 -15 -24 26 -26 -28 29 -18
right_child=1 2 3 -5 -6 -7 -8 8 -10 16 11 13 -14 14 15 -17 18 -19 -20 20 22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0028787248325751742 0.0024413871699567849 -0.00029429908710702779 0.0007015121799441124 -0.0015417041708163895 0.00067956932936547683 0.0019423162759750403 0.0019680194106188225 0.0027228221998850592 0.0015417781009563333 0.0016694942641570377 -0.0010293142096461888 0.001830959972292191 -4.293188949487504e-05 0.00079793546757562963 -0.0013105105644108063 0.00063108620174794061 0.0010953505634909912 0.0014980150840076623 -0.00017088879936138634 0.0017775012406870136 -0.00086952522485580911 0.00037504982389382352 -0.00043427905623105251 0.0021500123804027316 0.00090653798791223694 0.0017289625765792881 0.00085298780637639723 -0.00049410008537262664 0.0015899001731492725 8.2380662122535776e-05
leaf_weight=20 33 40 25 22 29 24 22 26 1115 65 20 71 21 27 22 20 84 918 31 67 20 32 25 37 112 24 26 53 46 44
leaf_count=20 33 40 25 22 29 24 22 26 1115 65 20 71 21 27 22 20 84 918 31 67 20 32 25 37 112 24 26 53 46 44
internal_value=0 0.000729058 0.000617124 -0.000348504 0.00161731 0.000719111 0.00064938 0.0014367 0.00156869 0.00133109 0.0014067 0.00098628 0.00149307 0.00121403 0.000800804 -0.000385941 0.00100737 0.00152745 0.000797425 0.000576673 0.000673717 0.00132418 0.000426039 0.0015796 0.000534003 0.000646594 0.00051059 -5.07547e-05 0.00096994 0.000747142
internal_weight=0 554 492 47 62 445 421 2567 1141 1426 1156 197 959 177 106 42 270 938 205 399 359 99 260 64 240 215 191 79 174 128
internal_count=3121 554 492 47 62 445 421 2567 1141 1426 1156 197 959 177 106 42 270 938 205 399 359 99 260 64 240 215 191 79 174 128
is_linear=0
shrinkage=0.00824856


Tree=2281
num_leaves=31
num_cat=0
split_feature=1 4 3 9 150 44 3 13 4 16 3 13 0 0 482 13 3 49 1 12 49 12 0 1 457 1 2 12 43 43
split_gain=2.71644 0.689002 0.439372 0.437242 0.417239 0.412582 0.641274 0.42907 0.407042 0.461891 0.51748 0.379779 0.379473 0.405444 0.353307 0.372099 0.431138 0.462147 0.371924 0.349334 0.464276 0.328456 0.741527 0.333849 0.327305 0.954794 0.545013 0.427426 0.488745 0.34731
threshold=0.10920500000000001 0.27287000000000006 0.63141500000000017 -1.0000000180025095e-35 0.084680000000000019 1.0000000180025095e-35 0.10893000000000001 -0.28558999999999996 0.042705000000000007 -0.44310499999999992 -0.14186499999999996 -0.086804999999999979 -0.14051499999999997 -0.026509999999999995 0.090355000000000005 0.10443000000000001 -0.13927999999999999 -0.023059999999999997 0.12408500000000001 0.093965000000000007 0.094245000000000009 -0.086254999999999984 -0.077639999999999987 0.097115000000000021 0.062030000000000009 0.093205000000000024 0.085625000000000021 0.082480000000000012 -0.086909999999999987 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 14 -1 12 6 8 -8 21 10 -10 -11 -2 19 15 16 -3 -18 -19 20 -14 22 23 -5 27 26 -26 28 -23 -29
right_child=1 2 -4 5 -6 -7 7 -9 9 11 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00031529528222437689 0.00010684875883495858 0.0013908483222743529 -0.00084702946353031668 0.0021654297773631595 0.00046873568409946611 0.0023414220946271916 0.0013749203236691982 -6.5304273948030246e-05 0.00032979114410897059 0.00016389274656692605 0.0017822567210185754 0.0010429478357447126 0.0025310138840086579 0.00048557724074374704 0.0012256492708380747 -0.0006693019209359864 -0.00093517470393068153 0.0011025698968239294 0.00015704355575939943 0.0010972052985614223 0.0011332055699888779 0.0027647946416937993 -0.00051420915992171775 0.00073277841021494297 0.0025408456113074867 -0.00070537063072173317 0.0010403460843959962 0.0014645608116540328 0.0016413372653112505 0.0010870162193538989
leaf_weight=30 21 31 20 23 82 31 25 39 22 45 101 185 42 34 39 24 20 45 96 70 30 35 21 25 22 20 94 1491 154 204
leaf_count=30 21 31 20 23 82 31 25 39 22 45 101 185 42 34 39 24 20 45 96 70 30 35 21 25 22 20 94 1491 154 204
internal_value=0 0.000682661 0.000377822 0.00134527 0.000983129 0.00135745 0.00134528 0.000497283 0.0013675 0.00109797 0.00152247 0.000870959 0.00119724 0.00132735 0.000473889 0.000338155 0.000464087 0.000285642 0.000458807 0.0015289 0.00194859 0.00141305 0.000830811 0.00141926 0.00143294 0.00102635 0.00132492 0.00146229 0.00184938 0.00141912
internal_weight=0 554 275 2567 279 2537 2506 64 2442 353 123 230 197 176 255 216 192 161 141 142 72 2089 69 48 2020 136 116 1884 189 1695
internal_count=3121 554 275 2567 279 2537 2506 64 2442 353 123 230 197 176 255 216 192 161 141 142 72 2089 69 48 2020 136 116 1884 189 1695
is_linear=0
shrinkage=0.00858181


Tree=2282
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 2 4 11 2 2 1 1 457 1 1 3 12 4 1 11 43 14 0 47 131 39 12 475
split_gain=140.311 17.2043 15.6146 12.2999 9.75305 7.07329 6.40082 4.87322 3.80548 3.32823 3.04001 2.92298 2.86497 2.69537 2.55614 3.26759 2.43543 2.15139 1.96634 1.81148 1.31404 1.27818 1.21823 1.21782 1.21673 1.16966 1.09389 1.08829 1.1127 1.03652
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.091265000000000013 0.089410000000000003 0.14122000000000004 0.36766000000000004 1.0000000180025095e-35 0.14285500000000004 0.11474000000000002 0.15471500000000002 0.077845000000000011 0.080930000000000016 0.084525000000000003 0.087135000000000004 -0.14186499999999996 0.08401500000000002 -0.0057249999999999992 0.11588000000000001 0.078340000000000007 -0.079914999999999986 -0.45687499999999998 -0.23194499999999998 0.090100000000000013 0.09031500000000002 0.091820000000000013 0.095780000000000018 -0.08644499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 6 5 9 25 14 10 16 -5 20 23 -4 17 -16 24 -7 19 -18 -8 -11 -15 -10 -1 -3 -2 28 -19 -26
right_child=1 3 13 8 -6 7 11 -9 12 21 -12 -13 -14 22 15 -17 18 27 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0020878882060024386 0.001811425464953171 0.00069689687602362453 0.0014396411620074662 0.00089795987631982588 0.00090482291054893172 0.0017681404718772155 0.0017118298682903071 0.00099853168766235478 0.00075487858246107162 0.0023353062937096422 0.00036119642307638229 0.00079158098212953553 -9.3614883670179689e-05 0.0009973990138115727 0.0015942062999206225 0.0007607702487430571 0.00098501015679750589 0.0016047350804436536 0.00162552608659552 0.0015225598030862493 0.0012470857773962628 0.0018822134521965842 0.00057301806093682417 0.00034152395649736654 0.0014825365722033672 0.0010353702441375646 0.0013616136950062841 0.0011946349383111102 0.0014750888898398165 0.0017226009984240107
leaf_weight=21 28 154 28 61 45 108 26 41 20 22 43 22 35 61 23 22 23 340 360 43 33 46 22 115 45 29 24 22 296 963
leaf_count=21 28 154 28 61 45 108 26 41 20 22 43 22 35 61 23 22 23 340 360 43 33 46 22 115 45 29 24 22 296 963
internal_value=0 0.00075462 0.00159186 0.000672542 0.00161787 0.00163138 0.000910697 0.00151857 0.000443078 0.00169448 0.000676029 0.00127255 0.000300567 0.00102484 0.00154486 0.00118675 0.00167886 0.0015659 0.00158055 0.00133523 0.00145189 0.0020288 0.000884912 0.000402762 0.00171956 0.000750535 0.00160382 0.0015327 0.0015444 0.00171188
internal_weight=0 590 2531 538 2420 2375 264 852 274 1523 104 81 170 111 811 45 1455 766 426 66 59 68 83 135 1029 183 52 658 636 1008
internal_count=3121 590 2531 538 2420 2375 264 852 274 1523 104 81 170 111 811 45 1455 766 426 66 59 68 83 135 1029 183 52 658 636 1008
is_linear=0
shrinkage=0.00154607


Tree=2283
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 1 12 43 0 4 4 2 13 15 47 2 4 15 0 0 4 0 1 160 4 16 3 4 16 2
split_gain=111.423 12.8657 12.2763 6.8917 5.50425 5.48914 4.6299 3.73559 3.38928 3.03161 2.94806 2.40105 2.13621 1.99011 1.94998 1.92294 1.91098 2.71217 1.83252 2.11057 1.70192 1.45971 1.45887 1.51169 2.45198 1.35694 1.66918 1.45678 1.26887 1.24635
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.31534000000000006 0.08864000000000001 0.090285000000000018 -0.025214999999999998 -0.23194499999999998 0.033845000000000007 -0.17966999999999997 0.11177500000000001 -0.47860499999999995 0.13592500000000005 0.081320000000000017 0.11704500000000001 -0.064054999999999987 -0.03241999999999999 -0.14832499999999996 -0.11242999999999999 -0.011209999999999999 -0.097024999999999986 0.10124500000000002 -0.011159999999999998 0.0067750000000000006 -0.073404999999999984 -0.20241999999999996 -0.14098499999999997 -0.059624999999999991 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 8 18 -3 -1 13 -7 -9 -6 21 22 -2 29 -18 -4 -20 -13 -8 23 -12 -25 -23 -27 -28 -22 -10
right_child=1 4 6 -5 12 10 9 11 16 -11 14 20 -14 -15 -16 -17 17 -19 19 -21 28 25 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0022016617806148026 0.0015337094896391806 0.00055679408976797224 0.0020811758428410619 0.00076732842111562681 0.00045871745312852323 0.0016687561193645412 0.0019938186045287292 0.0013030895427709843 0.0018434309396986866 0.0013880060622560805 0.00075589833563924444 0.0012321245251611847 -8.5284481256910115e-05 0.001143670401933029 0.0014666164803802174 0.00095136043448904159 0.0015067617064692665 0.00087694035638368069 0.0013339549821344426 0.0017542455475474824 0.00083167745793574852 0.0017285922427172655 0.00083953075258769237 0.0015139276478974809 0.00082105871324951755 0.0018905319121354134 0.0012162323250163619 0.0015759288927442111 0.00038449792648952028 0.0013420155861289394
leaf_weight=22 95 159 48 75 58 31 35 38 52 171 20 22 33 23 35 20 76 27 36 1057 64 288 71 46 22 45 36 370 26 20
leaf_count=22 95 159 48 75 58 31 35 38 52 171 20 22 33 23 35 20 76 27 36 1057 64 288 71 46 22 45 36 370 26 20
internal_value=0 0.000804151 0.00162789 0.00116989 0.000630425 0.00136213 0.00168107 0.00073909 0.00157019 0.00159424 0.00117996 0.000932323 0.000261442 0.00163849 0.00110186 0.00143243 0.0014908 0.00134166 0.00175474 0.0017404 0.000806527 0.00165319 0.00102156 0.00116843 0.00128976 0.00163706 0.00157861 0.00154403 0.000702492 0.00170415
internal_weight=0 590 2531 190 400 422 2109 309 197 968 225 150 91 797 194 115 175 103 1141 1093 112 774 159 88 68 739 451 406 90 72
internal_count=3121 590 2531 190 400 422 2109 309 197 968 225 150 91 797 194 115 175 103 1141 1093 112 774 159 88 68 739 451 406 90 72
is_linear=0
shrinkage=0.00170698


Tree=2284
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 0 15 0 14 4 1 4 15 2 2 2 150 49 1 3 148 15 13 4 0 43
split_gain=136.709 16.3627 14.8729 12.4833 8.10894 5.37148 4.8073 4.73199 4.61944 2.99835 2.80865 2.70144 2.6645 2.5621 2.49525 2.02614 3.14577 2.26373 1.76888 3.14713 1.53265 1.51359 1.49725 1.41834 1.31985 1.31299 2.27954 1.22973 1.27246 1.11798
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.12958500000000003 0.095330000000000012 0.082585000000000006 -0.17966999999999997 1.0000000180025095e-35 0.13592500000000005 -0.23194499999999998 0.076175000000000007 0.022185000000000003 0.10089500000000001 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.11177500000000001 -1.0000000180025095e-35 0.091105000000000005 -0.012034999999999999 0.16540500000000002 -0.14186499999999996 -0.043434999999999994 -0.037864999999999989 -0.012119999999999997 0.033845000000000007 -0.10474999999999998 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 11 24 12 18 -6 14 13 -1 27 23 20 17 -17 -13 19 -5 -10 -2 -7 -8 -3 26 -20 28 -4 -26
right_child=1 5 6 7 8 22 10 -9 9 -11 -12 15 -14 -15 -16 16 -18 -19 25 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0024499310094485923 0.001337637213775645 0.00063331965998258293 0.0016248523738305808 0.00093701534987313494 0.0020320910113771915 0.00060843873447820925 0.0022208408862753404 0.0006529786381534845 0.0016906604612117262 0.00073922650092157316 0.0013592209511904478 0.0022216201341588716 0.0024326296540816842 0.001656190560858856 0.0011791159169213146 0.0018472946445959506 0.0011729238719123106 0.0015608510277776702 0.0008855080036774968 0.0016966892450544545 0.0011713818647218618 0.0018456008464880257 0.00012808518688588118 0.0019113752927885674 0.00090527363758187852 0.00070001709239463452 0.0016252471871944178 0.0018852461480683093 0.0020500798352833497 0.0012492527051883454
leaf_weight=22 20 22 20 24 31 135 47 58 78 21 30 53 47 107 75 76 26 20 28 42 20 92 21 353 51 22 20 152 1353 55
leaf_count=22 20 22 20 24 31 135 47 58 78 21 30 53 47 107 75 76 26 20 28 42 20 92 21 353 51 22 20 152 1353 55
internal_value=0 0.00104154 0.00193609 0.00131003 0.0016493 0.000752253 0.00199347 0.0010532 0.00143223 0.00133637 0.00185677 0.00189722 0.00204017 0.00188621 0.00140886 0.00182773 0.0016754 0.00204059 0.00122389 0.00142044 0.00158469 0.00175489 0.000543776 0.00194774 0.00100634 0.00103856 0.00119373 0.00202807 0.00204389 0.00108375
internal_weight=0 590 2531 306 422 284 2109 194 225 194 537 197 1572 507 173 175 102 73 136 66 98 112 156 400 128 70 48 1525 1373 106
internal_count=3121 590 2531 306 422 284 2109 194 225 194 537 197 1572 507 173 175 102 73 136 66 98 112 156 400 128 70 48 1525 1373 106
is_linear=0
shrinkage=0.00167351


Tree=2285
num_leaves=31
num_cat=0
split_feature=1 4 15 11 10 1 4 16 4 49 12 52 13 51 155 157 1429 4 15 156 2 14 160 43 16 151 159 49 133 42
split_gain=3.9358 0.813562 0.538176 0.566752 0.506764 0.522586 0.568056 0.520796 0.567491 0.536078 0.605491 0.524719 0.818163 0.504532 0.495854 0.442675 0.430218 0.643379 0.475287 0.498465 0.425846 0.419369 0.380161 0.462342 0.596237 0.402302 0.357053 0.543447 0.53739 0.345507
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.075910000000000019 -0.088499999999999981 0.095950000000000021 -0.17966999999999997 -0.45661999999999997 0.022185000000000003 0.084075000000000025 0.083645000000000011 0.31359500000000001 -0.079969999999999986 0.10532000000000001 0.10158500000000002 -0.081749999999999975 0.083985000000000018 -0.0092149999999999992 -0.07490999999999999 0.087610000000000007 0.25063000000000007 0.078235000000000013 -0.077609999999999985 -0.080324999999999994 -0.089669999999999986 -0.030624999999999996 0.085545000000000024 0.14321000000000003 0.085635000000000003 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 4 29 -1 7 -7 -6 9 11 -11 -9 -13 22 15 -2 18 -18 -12 -20 -3 -5 -8 -24 25 -25 27 28 -17 -4
right_child=1 20 3 21 5 6 13 8 -10 10 16 12 -14 -15 -16 26 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00012020199628509518 -0.00014387007928456629 0.00050601905652113415 0.0015277463584700897 0.002909755136868392 0.0020304315467080066 0.0016180998485859784 0.0015328295020609409 0.0013609717155854874 0.00098531602533404776 0.0025815551852193391 0.0015866273909650008 0.0014862759587100033 -0.0005533485231650569 0.0019340347887749907 0.0020642050978968243 0.0015703004942969482 0.0010862845994852979 0.0026841210554451231 -2.0356704407841159e-05 0.0015766271319974522 -0.00053564477157249941 0.0016851873363887885 0.0010569324781068664 -0.00014271594833689417 -0.00054319027236384267 0.001192636950538105 0.00053130281922512978 1.7050088873719193e-05 0.00048874897842889975 0.0011170063747062823
leaf_weight=20 21 251 947 27 66 65 25 545 198 37 153 23 21 20 22 115 22 39 24 20 24 37 58 20 36 34 68 20 33 130
leaf_count=20 21 251 947 27 66 65 25 545 198 37 153 23 21 20 22 115 22 39 24 20 24 37 58 20 36 34 68 20 33 130
internal_value=0 0.000703483 0.00139782 0.00151876 0.00130106 0.00131786 0.00101403 0.00138614 0.00134684 0.00142781 0.00168778 0.00129761 0.000512819 0.000810591 0.000987721 0.00089557 0.0015596 0.00210785 0.00138984 0.000705545 0.00041511 0.0022018 0.000680713 0.000536774 0.000201561 0.000698062 0.000988063 0.00117294 0.00132914 0.00147817
internal_weight=0 554 2567 1141 1426 1406 258 1148 1082 884 295 589 44 193 279 257 258 61 197 44 275 64 173 148 90 54 236 168 148 1077
internal_count=3121 554 2567 1141 1426 1406 258 1148 1082 884 295 589 44 193 279 257 258 61 197 44 275 64 173 148 90 54 236 168 148 1077
is_linear=0
shrinkage=0.00747098


Tree=2286
num_leaves=31
num_cat=0
split_feature=1 52 1 16 148 15 2 48 42 15 43 4 15 51 52 4 0 0 1 12 12 0 43 133 1447 481 2 158 130 52
split_gain=3.188 0.686769 0.71082 0.945898 0.526971 0.630598 0.670067 0.747163 0.486773 0.458707 0.521148 0.685531 1.20825 1.03163 1.08342 1.41303 0.723046 0.717839 0.59873 0.453034 0.438419 0.408642 0.423283 0.602588 0.411823 0.617293 0.7147 0.436919 0.395014 0.394597
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 -0.043434999999999994 -0.077219999999999983 0.11548000000000001 0.13252500000000003 0.090545000000000014 0.083195000000000005 -0.53814999999999991 -0.49405499999999997 -0.0079099999999999986 -0.057604999999999996 0.084735000000000019 -0.081114999999999979 -0.053834999999999994 -0.08824499999999999 0.095950000000000021 0.11472500000000001 -0.10022999999999999 -0.082184999999999994 0.064745000000000011 -0.072364999999999985 -0.086059999999999984 -0.08452999999999998 0.083935000000000023 0.10254000000000001 0.090745000000000006 -0.090859999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 4 -4 -3 19 -7 -8 -2 10 -1 -12 18 16 17 -16 -14 -15 -13 20 -6 24 23 -23 -11 26 -26 28 -27 -20
right_child=1 2 3 -5 5 6 7 -9 -10 21 11 12 13 14 15 -17 -18 -19 29 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=5.4458459508141287e-06 0.0020893764931129415 -0.00018514397630769219 0.00065774578104874656 -0.0017017635951675609 0.0012474525416639405 0.0018035552088329642 -0.00040820030416794132 0.0016888414654683804 0.00074010380098096383 0.0026295170739288657 0.0018468658545810622 0.0014236737197826951 -0.00099396855235265019 0.0026506157487238492 0.0012228466010436325 -0.0014950204288681505 0.00079750628539414551 0.0011129510255144385 0.0019611597636736513 0.0017403877145134811 0.00033820847847829832 0.0022294468492948805 0.00074260167099021441 0.0013249460064587704 -0.00038727153738264138 0.0015752606002217148 0.0016363967779823442 0.002835883289892949 0.0026245130946662551 0.00078297486093600053
leaf_weight=21 36 42 25 20 41 66 25 20 34 27 131 942 34 26 29 22 26 84 21 20 225 54 68 446 21 382 25 21 25 162
leaf_count=21 36 42 25 20 41 66 25 20 34 27 131 942 34 26 29 22 26 84 21 20 225 54 68 446 21 382 25 21 25 162
internal_value=0 0.000685325 0.000577043 -0.000390925 0.000676266 0.000767397 0.00128474 0.000523818 0.00143402 0.00136175 0.00127043 0.00128841 0.00123406 0.000687404 0.0010247 5.04334e-05 -0.000217663 0.0014764 0.00134145 0.000566609 0.000478355 0.00148971 0.00134122 0.00142263 0.00165806 0.00160273 0.000712548 0.0016984 0.00163971 0.000918176
internal_weight=0 554 484 45 439 397 111 45 70 2567 1498 1477 1346 221 161 51 60 110 1125 286 266 1069 568 500 501 474 46 428 407 183
internal_count=3121 554 484 45 439 397 111 45 70 2567 1498 1477 1346 221 161 51 60 110 1125 286 266 1069 568 500 501 474 46 428 407 183
is_linear=0
shrinkage=0.00808683


Tree=2287
num_leaves=31
num_cat=0
split_feature=1 155 0 133 9 2 9 2 16 15 151 151 15 147 1209 43 3 4 152 12 133 43 483 484 0 133 2 0 483 42
split_gain=2.58228 0.599944 0.616028 0.61537 0.480858 0.557085 0.826228 0.412015 0.412925 0.404145 0.447302 0.588123 0.600877 0.508043 0.448319 0.447263 0.467303 0.633445 0.477693 0.436111 0.569327 0.523579 0.436013 0.403303 0.402751 0.389751 0.387799 0.525797 0.402216 0.384971
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 -0.24227499999999996 0.099965000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.13404500000000005 0.13751500000000003 0.083195000000000005 -0.090769999999999976 -0.087374999999999994 -0.090344999999999995 0.089365000000000014 0.091045000000000001 -0.52440999999999993 -0.079594999999999985 -0.51843499999999987 0.084430000000000019 0.099815000000000015 -0.14717499999999997 0.05259500000000001 -0.090599999999999986 -0.076559999999999975 -0.099059999999999995 -1.0000000180025095e-35 -0.0091949999999999983 -0.068944999999999992 -0.06916499999999999 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -5 9 -9 10 29 12 -12 14 15 -13 17 -17 26 20 -19 22 -22 -7 -15 -25 27 -18 -28 -1
right_child=1 -3 -4 4 -6 23 -8 8 -10 -11 11 13 -14 24 -16 16 18 19 -20 -21 21 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0020853824510177542 0.0020128506223229723 0.0017420440615075082 -0.00085858625077155678 0.00011512476823276369 -0.00040783802688230161 -0.00072466248828096096 0.0015874828996614056 -0.00018992439225524186 0.0013939449150327425 0.0014450446716259145 -0.0008519195108217867 4.8842197842602087e-05 0.0011558984271007522 -0.00052165659600507961 5.1817352233564807e-05 0.0029077410236239684 0.0012534152573563677 0.0026753421197844938 -0.00020125526054647343 0.00061532873638049526 0.002297531161548206 0.0002336009911543469 0.0013849912181655177 -0.00027521864508102731 0.0011398818905784557 0.00065689013563032461 0.00033225681816238719 -0.00064916619179871131 0.0012871064148597788 0.0012299895656042782
leaf_weight=78 23 35 21 41 34 20 89 27 22 1043 21 22 23 22 23 21 23 27 20 49 42 27 471 38 21 253 35 20 453 77
leaf_count=78 23 35 21 41 34 20 89 27 22 1043 21 22 23 22 23 21 23 27 20 49 42 27 471 38 21 253 35 20 453 77
internal_value=0 0.000654545 0.000581207 0.000641921 0.000575539 0.000651355 0.00112312 0.00130059 0.000521201 0.00131575 0.00122433 0.00117312 0.000197622 0.00120675 0.00123873 0.00126129 0.00128375 0.00144204 0.00110074 0.00139208 0.0014592 0.0013984 0.0014597 0.000454153 0.000289792 0.000535171 0.00114978 0.000368494 0.00121862 0.00166045
internal_weight=0 554 519 498 475 441 130 2567 49 2518 1475 1320 44 1276 1233 1210 1188 637 551 616 567 540 513 311 43 291 531 43 488 155
internal_count=3121 554 519 498 475 441 130 2567 49 2518 1475 1320 44 1276 1233 1210 1188 637 551 616 567 540 513 311 43 291 531 43 488 155
is_linear=0
shrinkage=0.00858181


Tree=2288
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 14 47 4 12 47 2 1 13 0 16 3 1 49 50 14 16 31 11 4 1
split_gain=230.9 27.0923 24.506 14.9502 14.436 10.2849 7.69803 6.7466 6.71973 6.414 5.02067 4.60202 4.31483 3.66015 3.31644 3.30766 2.53155 2.45682 2.22308 2.41853 2.18311 2.17962 2.20483 2.06957 1.87994 1.80688 1.80512 1.78381 2.16922 1.70887
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.076175000000000007 0.077555000000000013 0.00063500000000000004 0.12757000000000002 0.091680000000000011 0.11389000000000002 0.122715 -1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 0.12745000000000004 0.10124500000000002 -0.061079999999999988 0.041865000000000006 0.062655000000000016 -0.013024999999999998 -0.077289999999999984 0.080455000000000013 -0.15464999999999998 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 11 7 10 26 -6 -9 18 15 13 27 21 24 -2 -11 19 -4 -19 22 -10 -7 25 -1 -3 28 -8 -5
right_child=1 5 6 29 8 23 12 9 14 17 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016026450458145646 0.0018428058495355603 0.00067491569716860854 0.0020087618035510083 0.00097264922247415836 0.001974483188876934 0.00011851508414013187 0.0015247653028635615 0.0014821612798083935 0.0015487061646640018 0.00064249431589375806 0.0025811045964448513 0.0023680895169816015 0.0017017681755381745 0.0014358926383279931 0.0016075470845586036 0.0011638542827013979 0.0013121754153380173 0.00080771353433270281 0.0020753003961774758 0.0013450892818754983 0.0013804093602571073 0.00086555496973326704 0.00093820663470330252 0.00061697869798950193 0.0022735339674459787 0.0019323317294557721 0.00023526025954779823 0.0022268121741471935 0.0019743966633933557 0.00047076059329805535
leaf_weight=78 83 41 35 50 28 85 27 42 31 94 46 35 218 31 31 20 29 41 1156 21 26 72 26 26 20 81 49 63 512 24
leaf_count=78 83 41 35 50 28 85 27 42 31 94 46 35 218 31 31 20 29 41 1156 21 26 72 26 26 20 81 49 63 512 24
internal_value=0 0.000860853 0.00193488 0.00134912 0.00159478 0.000636056 0.00200293 0.000787889 0.00127576 0.000944099 0.00207975 0.00185109 0.00188936 0.00195397 0.00115348 0.00176017 0.00170541 0.000803735 0.00206073 0.00175988 0.00102995 0.00104437 0.00127023 0.000235272 0.00182679 0.0017706 0.000435548 0.00198065 0.00195187 0.000809875
internal_weight=0 590 2531 186 422 404 2109 293 188 203 1258 234 851 633 160 199 112 161 1212 56 67 129 57 111 179 159 90 602 539 74
internal_count=3121 590 2531 186 422 404 2109 293 188 203 1258 234 851 633 160 199 112 161 1212 56 67 129 57 111 179 159 90 602 539 74
is_linear=0
shrinkage=0.00154607


Tree=2289
num_leaves=31
num_cat=0
split_feature=1 4 3 52 3 2 131 42 14 2 51 1 2 457 2 39 456 4 475 123 2 10 457 16 475 400 2 43 41 43
split_gain=2.83307 0.611972 0.479118 0.706511 0.636517 0.42194 0.441528 0.480658 0.394251 0.4694 0.392891 0.517321 0.388864 0.350401 0.378442 0.324209 0.366323 0.389503 0.440682 0.331395 0.323807 0.32198 0.31214 0.734898 0.358412 0.309406 0.305379 0.826865 0.343392 0.50674
threshold=0.10920500000000001 -0.010655 0.149315 -0.063789999999999986 -0.082234999999999989 0.095545000000000005 0.082070000000000018 -0.064119999999999996 0.076975000000000002 -0.14451499999999998 -0.40274499999999996 0.16773500000000005 0.14122000000000004 0.094310000000000019 -0.13033999999999998 0.10076500000000001 0.083075000000000024 -0.49405499999999997 -0.072374999999999981 0.084995000000000015 -0.023999999999999997 0.10223 0.083415000000000017 -0.088909999999999989 0.05680000000000001 1.0000000180025095e-35 0.11362000000000001 -0.04890499999999999 0.08690500000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 12 -8 9 -1 -3 13 15 14 21 16 17 18 -7 22 -16 -12 24 -24 -19 -11 27 -22 29 -28
right_child=1 10 -4 -5 -6 6 7 -9 -10 25 11 -13 -14 -15 20 -17 -18 19 -20 -21 26 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00034866989647058973 0.0024812642243199835 0.0015152805524149724 0.0002688882696252986 0.0027769037761739808 0.00046309283935882888 0.0012167575915349184 0.0013371808189240992 -0.00040325146191983255 0.0022343269476155386 0.0015231624484113085 0.0022520950464100455 -0.0010169554862178931 0.00039241883800729253 -0.00067202747972714208 -0.00060540744496042416 0.00021712651201686865 0.0026728315489809489 0.0015018635363751194 0.0025927946992899465 0.00023737975427685643 8.9087875288525317e-05 0.00059100712215468866 0.0016868770420768375 -0.00074989182175150813 0.00039438125529523207 0.0023107772258222992 0.00045562402745372431 0.0021343119780438051 0.0015302548962428369 -0.0010725998266483087
leaf_weight=30 20 35 31 32 47 37 29 28 73 1685 22 20 36 20 22 20 21 416 48 25 35 20 25 20 28 46 170 36 22 22
leaf_count=30 20 35 31 32 47 37 29 28 73 1685 22 20 36 20 22 20 21 416 48 25 35 20 25 20 28 46 170 36 22 22
internal_value=0 0.0007281 0.00129682 0.0016187 0.00106553 0.00147522 0.00128307 0.000482232 0.00155201 0.00152373 0.000553727 0.000467212 0.00135059 0.000547655 0.00061755 0.00140449 0.00144279 0.00139967 0.00199381 0.00130141 0.000502146 0.0014611 0.00135581 0.000603869 0.00143202 0.00154409 0.000587641 0.0011261 0.000408993 0.000280515
internal_weight=0 554 130 99 67 2567 733 57 1834 1761 424 389 676 369 349 640 620 599 85 514 307 42 489 45 444 1731 285 71 214 192
internal_count=3121 554 130 99 67 2567 733 57 1834 1761 424 389 676 369 349 640 620 599 85 514 307 42 489 45 444 1731 285 71 214 192
is_linear=0
shrinkage=0.00947501


Tree=2290
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 2 4 2 150 12 3 43 14 39 14 47 50 1 0 15 12 14 1 11 4 43
split_gain=135.279 17.8535 13.8861 8.865 8.50448 7.27403 5.05258 4.82878 4.54978 4.03314 3.66717 3.13611 2.70715 2.28615 2.19718 2.20818 1.99302 1.9524 1.97521 1.92896 1.82614 1.79694 1.78496 2.19854 1.77518 1.64493 1.59182 1.47276 1.74908 1.32903
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14285500000000004 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.10803500000000001 0.033845000000000007 0.073895000000000002 0.09487000000000001 0.13597000000000004 0.095270000000000007 -0.083134999999999987 0.076175000000000007 0.098220000000000016 -1.0000000180025095e-35 0.077555000000000013 0.041865000000000006 0.12958500000000003 -0.11242999999999999 -0.095244999999999982 -0.042789999999999988 0.062655000000000016 0.122715 0.080455000000000013 -0.15464999999999998 -0.032879999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 9 7 16 -3 21 11 13 29 19 27 15 -6 22 18 -10 25 -7 -9 23 -4 -11 -13 -2 28 -8 -1
right_child=1 5 6 -5 14 20 10 8 17 24 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011992811914176415 0.0019442510016543894 0.00071833611211172786 0.0021699771038445935 0.0010798724999726195 0.0013072974909044588 0.00041922541450038748 0.0016105253010293844 0.0020046160296333386 0.001509158731043358 0.0016732758561899101 0.0017343019837927579 0.0019165011126072847 0.0014259794913672394 0.0015431432845376754 0.0015731081593919568 0.00061022546030236897 0.0024623031126019832 0.00064552367644999829 0.0010273349090063699 0.0024029875265935926 0.00092605424816996488 0.001311519493384332 0.0021202141601868148 0.001403333339066255 0.0010296120417347641 0.0023885922740350309 0.0014887943497805211 0.0022588536891592239 0.00201713115363681 0.0017641163792414729
leaf_weight=20 83 90 20 74 35 85 31 22 31 28 171 149 21 29 39 20 46 27 103 37 26 20 1053 22 21 24 29 67 670 28
leaf_count=20 83 90 20 74 35 85 31 22 31 28 171 149 21 29 39 20 46 27 103 37 26 20 1053 22 21 24 29 67 670 28
internal_value=0 0.00110031 0.00199016 0.00152935 0.00171305 0.000902778 0.00204561 0.00104099 0.00118404 0.00184023 0.00195668 0.001918 0.00199888 0.00200439 0.00126927 0.00105382 0.00212106 0.00105608 0.0011388 0.00205617 0.000537942 0.00167457 0.00210672 0.0017684 0.00139742 0.00198199 0.00182632 0.00202181 0.00199915 0.00152877
internal_weight=0 590 2531 186 422 404 2109 293 203 328 968 279 231 797 94 55 1141 161 134 210 111 42 1095 42 49 173 112 768 701 48
internal_count=3121 590 2531 186 422 404 2109 293 203 328 968 279 231 797 94 55 1141 161 134 210 111 42 1095 42 49 173 112 768 701 48
is_linear=0
shrinkage=0.00167351


Tree=2291
num_leaves=31
num_cat=0
split_feature=1 155 0 133 9 44 3 9 2 9 2 1427 42 0 0 1210 1210 401 16 16 1446 133 133 1212 16 1 13 0 42 15
split_gain=2.85355 0.585248 0.516122 0.518734 0.473281 0.458579 0.62681 0.454895 0.510048 0.718932 0.446787 0.473874 0.415113 0.738652 0.742095 0.988041 0.892508 0.550779 0.466284 1.20614 0.452084 0.406386 0.513885 0.413285 0.426441 0.463519 0.810832 0.403887 0.402315 0.526344
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 -0.24227499999999996 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 0.099965000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.089005000000000015 0.082040000000000016 0.086555000000000007 -0.066089999999999996 -0.071719999999999992 -0.095909999999999981 -0.077744999999999995 0.10872500000000002 0.083160000000000026 0.033715000000000009 0.088500000000000009 0.017095000000000003 0.087985000000000022 0.091220000000000009 0.41088500000000006 0.089105000000000018 -0.011914999999999999 -0.097274999999999986 0.085465000000000013 0.085550000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 10 8 9 -5 12 21 18 14 15 -14 -17 20 19 28 -18 23 -23 24 25 -12 -27 -8 -6 -30
right_child=1 -3 -4 7 5 -7 27 -9 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00028681375556404944 0.0019210982507620626 0.0017533648147317945 -0.00071104816325575498 0.00018633990012143018 0.0015448680278119112 0.0024632520592589727 -0.00014027084277817969 -0.00035500144979117411 0.00048650699155778683 0.0015597720897387558 0.00104094993129948 0.0024992693096183706 -0.00054514351549202178 -0.00022249351574776276 0.002791025112308383 0.0030448471790546446 0.0010493901777339585 0.0024455588003552573 0.0023908497429406101 -0.00043716688345823794 0.0019638754089744037 0.0019209280174109012 0.0012580719386076126 0.0018572783679045605 0.0015106513849822041 -0.00096174436726116392 0.00083538965527514282 0.0012238758274348731 0.0017127614701024779 0.0034108934881569727
leaf_weight=30 23 35 21 41 752 28 33 34 311 89 348 22 21 23 25 22 296 27 51 22 46 112 373 46 102 25 71 31 41 20
leaf_count=30 23 35 21 41 752 28 33 34 311 89 348 22 21 23 25 22 296 27 51 22 46 112 373 46 102 25 71 31 41 20
internal_value=0 0.000679268 0.000606833 0.000662407 0.00135839 0.00137107 0.00135888 0.00060146 0.0006752 0.00112661 0.00138082 0.00125244 0.00148565 0.00127649 0.00135538 0.00126827 0.00136566 0.00126555 0.00159424 0.00154559 0.00117239 0.00122697 0.00141114 0.00107608 0.00101027 0.000895314 0.000367386 0.000520488 0.00159924 0.00226953
internal_weight=0 554 519 498 2567 2537 2509 475 441 130 2445 1099 1346 460 437 412 391 369 886 835 342 1077 485 592 546 444 96 64 813 61
internal_count=3121 554 519 498 2567 2537 2509 475 441 130 2445 1099 1346 460 437 412 391 369 886 835 342 1077 485 592 546 444 96 64 813 61
is_linear=0
shrinkage=0.00858181


Tree=2292
num_leaves=31
num_cat=0
split_feature=1 2 48 97 123 4 0 44 1446 14 11 1446 15 10 1444 4 4 16 3 483 157 159 159 3 0 1184 11 41 2 43
split_gain=2.36699 0.705736 0.584501 0.42598 0.410836 0.406259 0.400091 0.390836 0.361732 0.345806 0.448142 0.400997 0.338538 0.354831 0.320441 0.383575 0.830867 0.549441 0.476716 0.331477 0.610081 0.411931 0.411445 0.355703 1.02852 0.315375 0.314741 0.448695 0.304372 0.309072
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 -0.083924999999999986 0.085740000000000011 -0.034939999999999992 0.024095000000000002 1.0000000180025095e-35 0.10428500000000002 0.076175000000000007 0.08776500000000001 0.11581000000000001 0.024640000000000006 -0.39453499999999991 -0.083894999999999983 -0.39518999999999993 -0.14098499999999997 0.18438500000000005 0.090900000000000009 -0.095084999999999989 -0.060134999999999994 0.11389500000000001 0.082585000000000006 -0.0037349999999999996 -0.13027499999999997 0.086750000000000008 0.075910000000000019 0.079395000000000007 0.116525 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 8 -2 12 9 -3 10 11 14 13 -7 -5 17 -17 -16 19 20 -18 22 23 24 -21 -26 -11 -28 29 -15
right_child=5 2 -4 7 -6 6 -8 -9 -10 26 -12 -13 -14 28 15 16 18 -19 -20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00030364288325265159 0.001180267142689281 0.0011073434198665222 -0.00049629449186523755 0.0002875651508527289 0.00029915409507027879 0.0016071026181417585 -0.00060922368145610063 0.0024802382467335369 8.7927236347818636e-06 0.0010658499495904464 4.9930043071544412e-06 0.0024742850386250325 -0.00064935776564598946 0.00037056748206476395 0.0028699904303993821 -0.00017674015048774709 0.00312865386704995 0.0013645824126989657 0.0003594741434916002 -0.00044432300470490909 0.0013649648763496558 0.00024635815888581077 0.00173597347055328 0.0019736658399562884 0.0012304508507103551 0.0022657199232522561 0.0028031781594513852 0.0012511908174932425 0.00012623071677208476 0.0013620253707620315
leaf_weight=33 46 549 20 25 57 20 31 20 23 28 21 20 20 57 26 30 20 57 42 27 52 29 133 47 1449 22 34 23 121 39
leaf_count=33 46 549 20 25 57 20 31 20 23 28 21 20 20 57 26 30 20 57 42 27 52 29 133 47 1449 22 34 23 121 39
internal_value=0 0.00119588 0.000948012 0.00127112 0.000993936 0.000431367 0.000311751 0.00128628 0.00106317 0.00127483 0.00125205 0.00126528 0.000422841 0.000513322 0.00125294 0.00126541 0.00123982 0.00183616 0.00126316 0.00128449 0.00185488 0.00126044 0.00127796 0.00123853 0.00121547 0.00124593 0.00181093 0.00217694 0.000412513 0.000773347
internal_weight=0 2787 649 2138 629 334 288 2105 572 2085 2000 1979 257 237 1959 1934 1851 83 1821 1779 72 1707 1678 1545 1498 1471 85 57 217 96
internal_count=3121 2787 649 2138 629 334 288 2105 572 2085 2000 1979 257 237 1959 1934 1851 83 1821 1779 72 1707 1678 1545 1498 1471 85 57 217 96
is_linear=0
shrinkage=0.00858181


Tree=2293
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 156 0 0 0 0 15 403 40 376 15 13 39 16 3 47 3 1 133 1 1 2 160 3 1 12
split_gain=1.91727 0.573545 0.532092 0.443226 0.460725 0.361748 0.739433 0.426481 0.929387 0.452573 0.360613 0.348659 0.343441 0.436041 0.403051 0.339813 0.557548 0.494053 0.293308 0.370554 0.644724 0.36516 0.362948 0.425982 0.575859 0.326946 0.320022 0.316972 0.297911 0.29318
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.082084999999999977 -0.090344999999999995 0.085340000000000013 -0.08440499999999998 0.083785000000000012 0.024640000000000006 -0.14819499999999997 0.096775000000000014 0.5136400000000001 0.12178000000000001 0.084635000000000016 0.096675000000000011 0.11181500000000001 0.085195000000000007 0.095025000000000012 0.10708500000000001 0.082850000000000021 0.08325500000000001 0.092670000000000016 0.102705 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 7 10 -9 -10 -2 12 13 -5 18 -11 17 -17 19 20 22 -20 23 25 -25 -14 -27 -21 -24 -3
right_child=5 29 -4 4 -6 -7 -8 8 9 15 -12 -13 14 -15 -16 16 -18 -19 21 27 -22 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00029202696731802752 0.00029952791287474894 0.0012563036367855473 -0.00041258598549873793 0.00088078146868690197 0.0021815548829773367 0.0013660734220728734 -0.00090764509035678629 0.0023277021711547432 -0.00045951308328309905 -0.00028457380954176445 -0.0011862574584764027 0.0019655342216714829 0.0018119421796642058 -0.00083024943667963638 0.001903338819110529 0.0019814882658764211 0.0001846075897227918 0.0003162141332904956 -0.00068090018809982274 0.0022293178606082767 0.0017080758111172169 0.00087446429707280628 0.0021919430958940627 -0.0014493358311793438 0.00047803471436607374 0.0002468664763276313 0.0013799665345789933 0.00079805331545397713 0.00071351728368270124 0.0009759291575333999
leaf_weight=23 42 1836 25 30 26 30 36 25 36 25 20 26 20 21 35 45 53 22 21 33 58 31 20 20 36 79 28 21 26 372
leaf_count=23 42 1836 25 30 26 30 36 25 36 25 20 26 20 21 35 45 53 22 21 33 58 31 20 20 36 79 28 21 26 372
internal_value=0 0.00114217 0.000887039 0.000945687 0.000999298 0.000411993 0.00031784 0.000482458 0.000681765 0.000454426 -0.000179758 0.000938429 0.000882678 0.000176239 0.000966856 0.000681335 0.000882566 0.00143468 0.000883455 0.000980611 0.000850389 0.000246336 0.000633158 0.000451382 -0.000210312 0.000743152 0.000543379 0.00167271 0.00135631 0.00120907
internal_weight=0 2787 579 554 531 334 304 268 206 181 62 505 479 51 428 145 120 67 393 341 287 52 229 183 56 127 107 54 46 2208
internal_count=3121 2787 579 554 531 334 304 268 206 181 62 505 479 51 428 145 120 67 393 341 287 52 229 183 56 127 107 54 46 2208
is_linear=0
shrinkage=0.00910708


Tree=2294
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 1 43 12 14 2 2 4 150 43 52 2 2 51 3 43 2 39 42 0 3 15 52 11 0 2
split_gain=116.146 14.4685 12.4745 7.92651 7.29304 6.81509 5.32508 4.24924 3.35121 3.33518 3.24294 3.10617 2.89243 2.25961 2.19879 2.17297 2.11898 1.97314 1.87977 2.22638 1.6235 1.53469 1.24469 2.64734 1.19688 1.54525 1.2267 1.13309 2.35447 1.1086
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.31534000000000006 0.10124500000000002 -0.025214999999999998 0.11734000000000001 0.076175000000000007 0.11177500000000001 0.11362000000000001 0.27834500000000006 0.09487000000000001 -0.066504999999999995 0.048770000000000008 0.089885000000000007 0.087470000000000006 0.11381000000000001 0.095270000000000007 -0.083134999999999987 0.11411 0.095830000000000012 0.084835000000000008 -0.066689999999999985 0.10542000000000001 -1.0000000180025095e-35 0.047850000000000011 1.0000000180025095e-35 -0.12333499999999999 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 6 10 21 8 11 -8 12 15 13 16 -6 22 -1 -11 19 -7 -2 -3 -4 -24 25 26 29 28 -17 -15
right_child=1 4 7 -5 14 18 9 -9 -10 17 -12 -13 -14 24 -16 27 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010065305757936036 0.0016429127670080214 0.00081928336070828428 0.0018447409045770607 0.0009040443621718278 0.00020473712403670634 0.0011429878780872841 0.0014858599532407491 0.0014156034725767354 0.0021276151843014155 0.00084241170674366104 0.0010883091568013403 0.0011622290776446686 0.0010992272263733861 0.0016947393749251404 0.00070151608076098753 0.0011479777105222533 0.0015972576320536079 0.0013163235260349791 0.0013515888770648976 0.00049635212532156945 0.00115689267933063 0.00051372362575234014 0.0017668519689763051 0.0012075701038441313 0.0013903770606372332 0.0019546799127115508 0.001944901060043303 0.0018686413290964206 0.0016870859168273014 0.0013133406163794207
leaf_weight=21 92 95 663 74 57 35 39 87 59 84 31 21 24 56 34 20 47 28 39 20 20 67 552 21 21 73 28 77 609 27
leaf_count=21 92 95 663 74 57 35 39 87 59 84 31 21 24 56 34 20 47 28 39 20 20 67 552 21 21 73 28 77 609 27
internal_value=0 0.000939875 0.00170161 0.00129669 0.000775597 0.00145897 0.000887602 0.00175017 0.00176456 0.00109648 0.00156415 0.00175365 0.00161381 0.00165905 0.000390347 0.00176004 0.00141483 0.00096089 0.00109195 0.000907848 0.00155612 0.00069291 0.00179913 0.00174635 0.00174006 0.00177997 0.00166507 0.00169162 0.00166994 0.00157067
internal_weight=0 590 2531 186 404 422 313 2109 2022 151 328 1963 297 273 91 1942 68 112 94 55 112 162 1236 573 205 184 111 706 629 83
internal_count=3121 590 2531 186 404 422 313 2109 2022 151 328 1963 297 273 91 1942 68 112 94 55 112 162 1236 573 205 184 111 706 629 83
is_linear=0
shrinkage=0.00154607


Tree=2295
num_leaves=31
num_cat=0
split_feature=1 2 48 11 11 52 2 12 43 13 3 10 10 3 401 3 3 12 4 12 43 1443 1443 43 455 1453 1453 50 1420 1429
split_gain=1.96142 0.610961 0.487871 0.40504 1.13952 0.759556 0.512903 0.35541 0.505797 0.468559 0.985312 0.349249 0.819734 0.487784 0.52249 0.323792 0.371234 0.317341 0.30636 0.384486 0.343959 0.304254 0.475762 0.312864 0.303996 0.304508 0.513194 0.444446 0.409594 0.496548
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.080455000000000013 0.085155000000000022 -0.046924999999999988 -0.0091949999999999983 0.087505000000000013 -0.074359999999999996 0.18141000000000002 -0.023499999999999997 -0.062879999999999978 -0.38124499999999995 -0.13309499999999996 0.085900000000000018 0.30112000000000005 -0.095524999999999985 0.095565000000000011 -0.031404999999999995 -0.10022999999999999 -0.087734999999999994 0.090755000000000016 0.084655000000000022 -0.52440999999999993 0.088555000000000009 -0.049419999999999992 -0.077984999999999985 -0.13200999999999999 -0.080064999999999983 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 -5 -6 -1 8 9 10 -3 12 -2 -13 18 16 -10 -9 -15 -20 -21 22 23 -8 25 26 -25 -27 -29 -30
right_child=11 2 -4 4 5 -7 21 17 15 -11 -12 13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.00051721982331336927 0.00060674756582721173 -0.0017931233009771249 -0.00044717158507368715 0.0032297151651109863 0.002208198746344953 -0.00012426014182151548 0.0022672820071578462 0.0015411721955665581 0.0001969237912419784 0.0013006156997156829 0.00047028862137933272 0.0018315131131326585 -0.0016266072979064876 0.001278910921858356 -0.00091470212427029586 0.00022923958733507359 0.0013694603314790873 0.00095944970090504301 0.0012703410704889043 0.0012431315867553181 9.0355405391594112e-05 0.00021069483006222307 0.0022203633621580869 0.0010531838568421429 0.0020823269466444761 0.0024688847721631335 -0.00056259624596886936 0.0020318017361339938 0.0012010820510726197 0.00052247611126777496
leaf_weight=85 34 20 20 28 20 23 21 101 25 23 56 21 20 38 20 35 120 249 34 23 144 23 36 61 29 21 20 43 1641 87
leaf_count=85 34 20 20 28 20 23 21 101 25 23 56 21 20 38 20 35 120 249 34 23 144 23 36 61 29 21 20 43 1641 87
internal_value=0 0.00113398 0.000898748 0.00120539 0.00185547 0.000960604 0.00118306 0.000941544 0.000708493 0.000205938 -0.000125346 0.000424127 -0.000220421 0.000548433 0.000444399 0.000984898 0.0011673 0.00112732 0.000558131 0.000421865 0.000249121 0.00121161 0.00122336 0.0012047 0.00119297 0.0011792 0.000654226 0.00120293 0.00118792 0.00116692
internal_weight=0 2787 649 2138 71 43 2067 629 279 99 76 334 54 280 259 180 145 350 239 201 167 1982 1959 1923 1902 1873 81 1792 1771 1728
internal_count=3121 2787 649 2138 71 43 2067 629 279 99 76 334 54 280 259 180 145 350 239 201 167 1982 1959 1923 1902 1873 81 1792 1771 1728
is_linear=0
shrinkage=0.00875344


Tree=2296
num_leaves=31
num_cat=0
split_feature=2 1 132 96 3 0 39 16 51 52 151 0 16 131 39 3 51 52 160 454 392 14 11 4 43 3 16 1212 1212 4
split_gain=1.69048 0.746571 0.630701 0.529944 0.592575 0.528052 0.61999 0.370431 0.420728 0.410072 0.34826 0.43966 0.340564 0.776979 0.33677 0.33485 0.33428 0.445202 0.31646 0.319459 0.295185 0.298614 0.479163 0.416251 0.389506 0.640328 1.14906 0.559763 0.506822 0.451168
threshold=0.13404500000000005 0.096325000000000008 -1.0000000180025095e-35 0.087655000000000025 -0.24190499999999995 0.034820000000000011 -1.0000000180025095e-35 0.22339500000000004 -0.22411499999999998 0.070205000000000017 0.077805000000000013 -0.14649999999999996 -0.36241499999999999 0.094300000000000009 0.098220000000000016 0.149315 0.11548000000000001 1.0000000180025095e-35 -0.24498999999999996 -1.0000000180025095e-35 0.091685000000000003 0.091685000000000016 0.085155000000000022 -0.42529999999999996 -0.0019149999999999998 -0.092984999999999984 -0.11118499999999999 -0.030914999999999995 -0.42670499999999995 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -2 8 -1 -9 18 -12 -8 14 15 16 17 -14 -6 -20 21 22 23 -10 27 26 -26 28 -25 -29
right_child=5 2 3 -5 10 -7 12 9 20 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0022617653827856181 -0.0010589404557029044 -0.00037710947335224508 0.0018414865247455923 -0.00034984272854113508 0.0015815323716084487 -0.00093640060839252862 1.8394541576399836e-05 0.0008570222314487235 0.0019628842237426002 -0.00042719336348088577 0.00069964898082191303 0.0023792232636396203 0.0014961890512387582 0.0023353469663975964 -0.00042665824794288661 -0.00012802412107873592 0.0019489464671985539 -0.00023028931774603871 -0.0003885622400660764 0.00071799995059256981 0.0020825579480603664 0.0021004768555230608 -0.00024982204421635477 0.000602682565227939 0.0012841418331026432 0.00097936762982915094 -0.0010743836875593629 0.0011622918521285257 0.0021542183606963268 0.00065139869380853555
leaf_weight=23 20 35 42 28 30 25 65 217 39 20 24 22 22 20 23 24 21 22 20 489 22 21 20 20 29 489 32 1043 69 145
leaf_count=23 20 35 42 28 30 25 65 217 39 20 24 22 22 20 23 24 21 22 20 489 22 21 20 20 29 489 32 1043 69 145
internal_value=0 0.000991449 0.000745303 0.000805279 0.000856864 0.000244652 0.000380718 0.00106904 0.00110794 0.00074865 0.000786173 0.00150292 0.000526876 0.000777264 0.000499035 0.000738259 0.00105812 0.00063295 0.000725003 0.00067452 0.00109418 0.00108278 0.00107144 0.00108561 0.00106688 0.000875947 4.68825e-05 0.00114911 0.00180556 0.00109994
internal_weight=0 2879 690 655 627 242 217 2189 1952 237 585 46 197 132 112 89 65 44 539 509 1929 1907 1886 1866 1827 550 61 1277 89 1188
internal_count=3121 2879 690 655 627 242 217 2189 1952 237 585 46 197 132 112 89 65 44 539 509 1929 1907 1886 1866 1827 550 61 1277 89 1188
is_linear=0
shrinkage=0.00858181


Tree=2297
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 4 2 0 1 12 4 150 47 50 15 0 11 0 0 15 13 2 3 49 4
split_gain=348.447 55.3387 31.0607 27.2947 19.2357 16.0496 9.98389 8.47167 9.62534 7.9722 7.52038 7.2132 4.36237 6.8983 4.57702 4.1075 3.69836 2.70261 2.56909 2.56132 2.03046 2.43992 2.02164 1.9653 1.98612 1.88256 1.58032 1.54418 1.46293 1.2142
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.40473500000000007 0.13501500000000002 -0.10607499999999999 0.085345000000000018 0.09141500000000001 -0.52556499999999995 1.0000000180025095e-35 0.090100000000000013 0.086295000000000011 -0.097454999999999986 0.14486500000000005 1.0000000180025095e-35 -0.060129999999999996 -0.15202999999999997 -0.03241999999999999 0.061215000000000012 0.17760500000000004 -0.017889999999999996 -0.053364999999999996 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 12 8 -4 -5 -6 16 13 23 15 -14 20 -3 26 -15 21 -7 29 -1 -25 -17 -9 -10 -11 -16
right_child=1 2 7 9 10 11 -8 18 27 28 -12 -13 14 19 22 25 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024905347537067736 0.002015335112932904 0.00051813401932243369 0.00082565647208837742 0.0017706417729266258 0.0017277677605670708 0.0018360341890451969 0.0026517225562159522 -0.00015741015237949962 0.00032331273062239117 0.0010305360263615504 0.00075363631218680258 0.0011588401924633627 0.0028570515889180981 0.001849295159291504 0.0020042013256873848 0.0021349224161977321 0.0012616788673595108 0.0010101556886035915 0.00026938644968870705 0.0011471645666010593 0.0013925802858588781 0.0022277588465585371 0.0015872258024748071 0.0021806017980127786 0.0015798194068688037 0.0017992835509016921 -0.00058754494520776683 -0.00010620578487296877 0.00053875507107568215 0.001707190612550631
leaf_weight=23 71 192 66 34 70 330 76 51 32 34 29 48 20 20 410 1104 29 34 22 41 23 47 37 35 24 45 39 67 29 39
leaf_count=23 71 192 66 34 70 330 76 51 32 34 29 48 20 20 410 1104 29 34 22 41 23 47 37 35 24 45 39 67 29 39
internal_value=0 0.000672248 0.000513844 0.00197911 0.000851158 0.00201361 0.00208066 0.000118079 0.00034984 0.00114293 0.00144242 0.00175019 0.00205653 0.00178698 0.00207981 0.00213436 0.00181635 0.000592155 -0.000223354 0.00137737 0.00185656 0.00188487 0.00194862 0.0020917 0.00193622 0.00212178 -0.000343802 3.26285e-05 0.000804161 0.0019784
internal_weight=0 673 602 2448 325 2351 1874 277 165 97 99 477 1798 143 1655 1169 429 226 112 61 400 377 486 82 59 1149 90 99 63 449
internal_count=3121 673 602 2448 325 2351 1874 277 165 97 99 477 1798 143 1655 1169 429 226 112 61 400 377 486 82 59 1149 90 99 63 449
is_linear=0
shrinkage=0.00160853


Tree=2298
num_leaves=31
num_cat=0
split_feature=1 11 4 2 10 14 52 133 3 0 16 160 10 42 47 131 14 0 11 51 3 16 48 2 48 131 131 13 159 160
split_gain=2.09204 0.674573 0.54279 0.476339 0.63275 0.527815 0.756053 0.525262 0.459914 0.389843 0.382974 0.36159 0.343225 0.341052 0.534337 0.389188 0.308973 0.291505 0.286098 0.57354 0.453292 0.418884 0.310598 0.307956 0.289878 0.284109 0.575646 0.480276 0.401891 0.359069
threshold=0.10337500000000001 -1.0000000180025095e-35 -0.04890499999999999 1.0000000180025095e-35 0.069930000000000006 -0.22253999999999999 -0.065544999999999978 0.0068000000000000014 0.149315 0.22582000000000002 1.0000000180025095e-35 0.087570000000000023 -0.086389999999999981 0.090545000000000014 0.11170500000000001 0.088910000000000017 -0.46166999999999997 -0.033209999999999996 1.0000000180025095e-35 0.10876000000000001 -0.14989499999999997 0.037555000000000005 0.10184000000000001 0.098260000000000014 0.10445500000000001 0.090495000000000006 0.089325000000000015 -0.14819499999999997 0.04105000000000001 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 8 4 7 6 -5 13 17 12 11 -7 -1 14 15 -4 -8 -3 22 20 21 -20 25 -23 -24 26 27 -14 -27 -29
right_child=1 2 3 5 -6 10 16 -9 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 19 -21 -22 23 24 -25 -26 28 -28 29 -30 -31
leaf_value=-5.0967521231674552e-06 -0.0011675211156723332 0.0025356520983765641 0.0031685877147297793 -0.00016808350887037343 -1.0738476915614974e-05 0.00015661224989057846 0.0012092164066646457 0.00014295102062836132 9.0908214525428005e-06 -7.0724922661748649e-05 -0.00093640552744667788 0.0014601109501643944 -3.6106498581001432e-05 0.00094327196889140393 0.00059806782033984833 0.0015120382629964361 0.002904793366194073 0.0013093086507292621 0.0010263906388163864 0.00030559213938703364 0.0034747230426341999 0.0034182345676838852 -0.00023967282552728175 0.0017254483105511864 0.0010565743101630736 0.0015508881266071963 -0.00034693517020401352 0.0016612669738405971 0.0030702588176696973 0.0012774529844181196
leaf_weight=20 20 28 35 29 53 214 26 35 22 21 30 25 27 58 22 26 20 75 40 22 21 20 23 26 86 217 22 308 20 1530
leaf_count=20 20 28 35 29 53 214 26 35 22 21 30 25 27 58 22 26 20 75 40 22 21 20 23 26 86 217 22 308 20 1530
internal_value=0 0.000689621 0.000742834 0.000609252 0.000971681 0.000367985 0.00112881 0.00126752 0.00135517 0.00132054 0.000155857 0.000292961 0.0013328 0.00154667 0.00196833 0.00246252 0.00194642 0.00164268 0.00134413 0.00181375 0.00212384 0.00179398 0.001317 0.00246144 0.000783054 0.0013444 0.00130237 0.00132182 0.00167911 0.00134177
internal_weight=0 718 698 573 229 344 75 176 125 2403 269 239 2382 141 83 61 46 103 2362 129 107 86 2233 46 109 2124 1887 1865 237 1838
internal_count=3121 718 698 573 229 344 75 176 125 2403 269 239 2382 141 83 61 46 103 2362 129 107 86 2233 46 109 2124 1887 1865 237 1838
is_linear=0
shrinkage=0.0102561


Tree=2299
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 0 4 43 150 2 4 0 12 0 0 160 16 43 47 0 4 3 49 43 2 0 49
split_gain=99.7576 12.1168 11.2618 8.09136 6.09275 4.04301 3.75287 3.27211 2.77836 2.4863 2.45212 2.61421 2.27473 2.1052 1.94077 2.58668 1.6488 1.60056 1.45713 1.28518 1.23303 1.15653 1.1212 1.90039 2.32975 1.11232 1.10078 1.99693 1.17214 1.04628
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.40124500000000002 -0.23194499999999998 0.033845000000000007 -0.04890499999999999 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 -0.097024999999999986 0.13597000000000004 -0.14832499999999996 -0.11242999999999999 -0.067824999999999983 -0.037154999999999994 -0.090299999999999991 0.10350500000000001 0.11070500000000001 -0.064054999999999987 0.013900000000000001 -0.063424999999999981 -0.079914999999999986 0.11177500000000001 -0.062764999999999974 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 8 12 16 21 -1 14 20 -12 13 -3 -8 -16 -4 -18 -15 -7 -6 -5 23 -10 -25 -13 28 -28 -2 -22
right_child=1 5 6 7 10 19 9 -9 22 -11 11 25 -14 18 15 -17 17 -19 -20 -21 29 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0016042586396401576 0.00011385808271308556 0.00059822351144358718 0.0015126416558444945 0.0012873649738370156 0.00090755334703486641 0.00044647403304863298 0.001485607648676407 0.00057361403484728702 0.0013404488011771031 0.00097635839203709059 0.0010370662719193255 0.00084160420798633977 5.0583943684013724e-05 0.00053780504322337619 0.0011659826616254492 0.00069879486781532999 0.00094600075095474013 0.0012522562055907903 0.00012929867575893069 0.00091895873042560682 0.00063495764556687146 0.00096530234081638609 0.00079202243975674358 0.001129596558266403 0.00063168572385126028 0.00038740560798679509 0.00091957205142467995 0.00048983751978552909 0.00055577373638901863 0.00026421352471824006
leaf_weight=22 25 43 48 45 20 24 37 29 50 171 93 22 97 23 735 25 36 1057 79 23 44 46 26 73 26 22 28 104 24 24
leaf_count=22 25 43 48 45 20 24 37 29 50 171 93 22 97 23 735 25 36 1057 79 23 44 46 26 73 26 22 28 104 24 24
internal_value=0 0.000503241 0.00115543 0.000703808 0.000942438 0.000294345 0.00119805 0.000991418 0.00112585 0.00113264 0.000781848 0.000901353 0.000219894 0.000333157 0.00116617 0.00115061 0.00125355 0.00124217 0.000221413 0.00067769 0.000595799 0.00112456 0.00106571 0.00111347 0.000998832 0.000614505 0.000513128 0.000580993 0.000330307 0.000504107
internal_weight=0 590 2531 301 422 289 2109 120 197 968 225 137 242 145 797 760 1141 1093 102 47 88 91 175 149 99 44 181 132 49 68
internal_count=3121 590 2531 301 422 289 2109 120 197 968 225 137 242 145 797 760 1141 1093 102 47 88 91 175 149 99 44 181 132 49 68
is_linear=0
shrinkage=0.00142833


Tree=2300
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 0 150 43 2 4 14 2 15 52 4 3 0 4 16 2 1 0 4 3 16 42 2
split_gain=176.381 21.754 19.2141 11.9129 11.7849 8.41259 6.71028 5.81957 4.73311 4.70346 4.63626 4.05656 3.48344 3.40682 3.24248 2.88731 2.87028 2.45702 4.51137 3.04423 2.18794 1.96683 1.95674 2.87408 1.88824 1.66604 2.12629 1.6504 1.6192 1.44965
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.23194499999999998 1.0000000180025095e-35 -0.04890499999999999 0.11177500000000001 0.053180000000000012 0.076175000000000007 0.11704500000000001 0.13592500000000005 0.048770000000000008 -0.059649999999999988 0.013900000000000001 0.056435000000000006 -0.011209999999999999 -0.008904999999999998 0.088930000000000023 0.081315000000000012 -0.10011499999999998 0.010840000000000001 -0.0063699999999999989 -0.066924999999999985 0.11066000000000001 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 7 13 28 -1 10 -6 -9 15 22 -2 24 -7 19 -19 -10 -13 -22 -4 -24 -8 26 -11 -26 -3 -12
right_child=1 5 6 -5 9 16 12 11 17 25 29 20 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0028057252742869111 0.0020641210324731847 0.00095993801444072826 0.0022967438943628732 0.0011347668893594187 0.0013042652558034671 0.0003379372438570047 0.0025668680414023888 0.0017678202500960448 0.0024689435914510552 0.0012037815621896908 0.0020771181723194978 0.0016173449212082878 0.0018668070490262974 0.0026977153068033981 0.0013655046310656514 0.0015900933563065581 0.00091687738733227213 0.0020655527884118775 0.0013045453786137062 0.0017757105350587211 0.0012071413504446771 0.00068665910460417737 0.0022023424917288407 0.0016951598636715005 0.002229235754139091 0.0010614469652635945 0.0018033043940672584 0.00207081674123965 0.00052964438902999909 0.0016062218372417129
leaf_weight=22 95 133 913 75 36 57 27 38 50 31 72 22 139 46 20 23 34 76 26 23 65 25 268 31 295 37 28 367 26 21
leaf_count=22 95 133 913 75 36 57 27 38 50 31 72 22 139 46 20 23 34 76 26 23 65 25 268 31 295 37 28 367 26 21
internal_value=0 0.00118437 0.00214185 0.00162373 0.00183468 0.00097567 0.00220331 0.00109978 0.00211632 0.00158809 0.00178478 0.0013226 0.00209516 0.00227647 0.00194262 0.00213974 0.000554245 0.00202965 0.00187157 0.00225053 0.00117154 0.00106256 0.00226048 0.00214976 0.00215808 0.00132378 0.0014883 0.00214141 0.000889576 0.00197079
internal_weight=0 590 2531 190 422 400 2109 309 197 225 129 150 851 1258 115 712 91 175 102 73 112 90 1212 299 689 96 59 662 159 93
internal_count=3121 590 2531 190 422 400 2109 309 197 225 129 150 851 1258 115 712 91 175 102 73 112 90 1212 299 689 96 59 662 159 93
is_linear=0
shrinkage=0.00157699


Tree=2301
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 2 4 14 47 12 2 4 1 0 16 14 47 11 4 14 16 1 49 49 16
split_gain=170.372 20.8278 18.2402 10.7505 10.3492 8.64637 5.99663 5.83674 4.65905 4.52401 4.33757 3.87477 2.95362 2.50936 2.38776 2.32389 2.2169 2.1169 2.04081 3.0014 1.87878 1.85925 1.75021 2.02214 1.74038 1.77207 1.71775 2.69821 1.6596 1.51922
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.09141500000000001 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.053180000000000012 0.076175000000000007 0.091680000000000011 0.13597000000000004 0.31358000000000003 -0.033174999999999989 0.12958500000000003 -0.11173999999999999 -0.43320999999999993 -0.46413499999999996 0.077555000000000013 0.080455000000000013 -0.15464999999999998 0.062655000000000016 0.10994000000000002 0.10124500000000002 -0.065034999999999996 -0.012034999999999999 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 8 12 -6 -3 17 21 14 18 26 22 -7 -11 -10 19 -4 -18 24 23 -8 25 -1 27 -9 -2 -25
right_child=1 5 6 -5 7 15 11 13 9 16 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0020081834719605676 0.0015889750503942639 0.00084119926653490184 0.0023515272298615755 0.0011961861347351292 0.0023016677000094292 0.0007450776251076537 0.0017968608880907242 0.0019556976899883214 0.0021721072006373192 0.0016682847118448109 0.0014411975997724552 0.0019436098022525114 0.0028120365266570777 0.0019262264449300401 0.00177311086533446 0.00016940442137841722 0.0015796554311199652 0.0014047853414920252 0.0023867120251635306 0.0015225877688762404 0.0010138716912832077 0.0026098097327624846 0.0025374657535552126 0.0023531645099691143 0.0026434455479217344 0.0024307388523426357 0.0012086902545825583 0.0011963911617978392 0.0021315134897339433 0.0021812214792238209
leaf_weight=121 20 90 35 74 31 84 28 30 22 23 22 141 46 31 29 27 20 20 1145 20 118 33 66 296 20 38 71 25 92 303
leaf_count=121 20 90 35 74 31 84 28 30 22 23 22 141 46 31 29 27 20 20 1145 20 118 33 66 296 20 38 71 25 92 303
internal_value=0 0.00122839 0.00224698 0.00170106 0.00192303 0.00101077 0.0023118 0.0016248 0.00116447 0.0013078 0.00216264 0.00220243 0.00238756 0.00149115 0.00225298 0.000605049 0.00117764 0.00180672 0.00237128 0.00205009 0.00109587 0.0022375 0.00227306 0.00224523 0.00216887 0.00210917 0.00138411 0.00161056 0.00203463 0.00226619
internal_weight=0 590 2531 186 422 404 2109 188 293 203 234 863 1246 157 722 111 161 42 1200 55 138 212 693 627 179 159 126 55 112 599
internal_count=3121 590 2531 186 422 404 2109 188 293 203 234 863 1246 157 722 111 161 42 1200 55 138 212 693 627 179 159 126 55 112 599
is_linear=0
shrinkage=0.00170698


Tree=2302
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 0 2 4 14 0 4 3 15 52 2 43 0 0 15 39 1 1 1 0 2 3
split_gain=170.535 20.5028 18.1818 10.9851 9.79939 7.576 6.802 4.91632 4.74395 4.45712 4.2178 4.21333 3.4709 2.92653 2.75756 3.37269 2.74326 2.5638 3.76629 2.08166 2.03541 2.0095 1.82781 1.81117 1.75649 1.71182 1.60607 1.60192 1.52705 1.4292
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 -0.23194499999999998 0.10803500000000001 0.033845000000000007 0.076175000000000007 1.0000000180025095e-35 -0.064054999999999987 0.013900000000000001 0.13592500000000005 0.08257500000000001 0.10381000000000001 -0.04890499999999999 -0.23001499999999997 -0.11242999999999999 -0.095244999999999982 0.095830000000000012 0.122715 0.16175000000000003 0.12958500000000003 -0.092404999999999973 0.099185000000000009 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 9 8 12 -6 -3 -1 26 16 21 17 28 -16 27 18 19 -9 -21 22 -4 29 -2 -7 -10 -8 -11 -12
right_child=1 5 6 -5 7 25 11 13 10 14 23 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025879293666748781 0.0019347753125376001 0.0007864792388738276 0.0021298882275133974 0.0011035586870934569 0.0020636094909027495 0.000702617738664827 0.0022706453187750042 0.0013668090630090139 0.0018706072087911144 0.0022424940291376205 0.0012618587845671034 0.0017665558270615904 0.0025321423824952601 0.00092519700308504968 0.0018924622730674943 0.0012855831749693832 0.0015227486799679491 0.0019782839273646663 0.0011217763734649548 0.0014849421566855696 0.0020478066767427136 0.0021360946124798345 0.0015213450363660394 0.0007773290402218804 0.0015182696850869811 0.00023335709179020885 0.0013001701088241975 0.0020148088042948277 0.0017687933118968966 0.0009523157861002202
leaf_weight=22 83 90 20 74 31 77 56 44 22 52 93 171 46 21 77 26 23 21 53 25 30 1053 22 33 29 21 20 718 20 48
leaf_count=22 83 90 20 74 31 77 56 44 22 52 93 171 46 21 77 26 23 21 53 25 30 1053 22 33 29 21 20 718 20 48
internal_value=0 0.00113888 0.00200866 0.00153914 0.00173261 0.000954599 0.00206389 0.00152487 0.0010675 0.00196987 0.0011846 0.00197406 0.0021401 0.00143879 0.00189217 0.00173927 0.00201858 0.00150113 0.00143521 0.001603 0.00179196 0.00212363 0.00181113 0.00108457 0.00182693 0.000602062 0.00159897 0.00203332 0.00211091 0.00115648
internal_weight=0 590 2531 186 422 404 2109 225 306 197 216 968 1141 194 175 103 797 173 152 99 55 1095 42 174 112 98 42 774 72 141
internal_count=3121 590 2531 186 422 404 2109 225 306 197 216 968 1141 194 175 103 797 173 152 99 55 1095 42 174 112 98 42 774 72 141
is_linear=0
shrinkage=0.00145689


Tree=2303
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 2 41 15 39 47 2 3 3 52 2 3 0 16 49 16 16 4 40 48
split_gain=117.902 13.5583 13.238 7.77472 6.77804 6.36373 4.83353 3.77169 3.51785 4.10628 3.1458 2.57177 2.03217 1.91847 1.72465 1.71442 1.60558 1.41631 2.25634 1.41155 2.54545 2.32909 1.3655 1.23564 1.20871 1.10743 1.48083 1.56288 1.10434 1.05892
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.075585000000000013 0.13592500000000005 0.10226500000000001 0.077555000000000013 0.31358000000000003 0.149315 -0.017889999999999996 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 -0.097024999999999986 -0.073404999999999984 -0.012034999999999999 -0.013024999999999998 -0.36241499999999999 -0.020529999999999996 -0.077474999999999988 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 11 8 12 -6 28 -10 13 15 -4 22 17 25 -7 18 -11 20 21 -9 -8 -24 -2 26 -1 -28 -3 -29
right_child=1 5 6 -5 7 16 10 19 9 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0019158646799187612 0.0012087437926799332 0.00080034128547568323 0.0018578063233526396 0.00088896946333789993 0.0017752762800397699 0.00053196749806827201 0.0020911990614927685 0.00099508920452355781 0.0014568573446078594 0.00061692072721721903 0.0015154168274323749 0.0011367138801511294 0.0021544088582030091 0.0012937003864182213 0.00046674141178829688 0.0020696917592114626 6.1914563945056103e-05 0.00071625796221474883 0.0011913415765352369 0.0015245352274858084 0.00081356618595112412 0.0015585613385921964 0.0018434974429270366 0.0017059310798214252 0.0016537730947686219 0.0017924864474663704 0.0017563955024188236 0.00095655918488825645 0.0004364945697591659 0.001463061359514795
leaf_weight=21 20 43 1075 74 31 71 35 40 42 24 171 22 66 23 23 33 27 48 79 23 55 39 288 451 92 89 24 20 47 25
leaf_count=21 20 43 1075 74 31 71 35 40 42 24 171 22 66 23 23 33 27 48 79 23 55 39 288 451 92 89 24 20 47 25
internal_value=0 0.000935089 0.00174954 0.00130164 0.00148428 0.000766329 0.00180262 0.0012523 0.000882861 0.000996414 0.00171734 0.00167065 0.00187496 0.00176066 0.000885273 0.00172606 0.000402463 0.000949023 0.0010575 0.00114903 0.00108458 0.00127326 0.00177454 0.00175954 0.0015743 0.00166271 0.00153438 0.00141828 0.000610332 0.00123795
internal_weight=0 590 2531 186 422 404 2109 188 306 216 968 234 1141 797 174 212 98 151 103 157 134 79 774 739 112 179 90 69 90 45
internal_count=3121 590 2531 186 422 404 2109 188 306 216 968 234 1141 797 174 212 98 151 103 157 134 79 774 739 112 179 90 69 90 45
is_linear=0
shrinkage=0.0016407


Tree=2304
num_leaves=31
num_cat=0
split_feature=1 52 3 4 1456 2 124 48 9 2 14 4 48 16 4 13 12 10 15 133 393 2 1447 52 159 131 16 131 12 49
split_gain=4.82011 1.26596 0.828887 0.635486 0.586682 0.53406 0.508226 0.515077 0.445693 0.808067 0.533651 0.55202 0.539461 0.687374 0.878776 0.442842 0.442511 0.423299 0.41028 0.408068 0.397035 0.393951 0.362654 0.353126 0.568865 0.34246 0.324132 0.32214 0.320908 0.319606
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 -0.049894999999999995 0.090050000000000005 0.0049200000000000008 0.15372000000000002 -1.0000000180025095e-35 0.10276500000000001 -0.10708499999999999 0.50996500000000011 0.085700000000000012 -0.42170999999999997 -0.0073899999999999999 -0.11122999999999998 -0.42850999999999995 -0.0087699999999999983 -0.41942499999999994 0.0068000000000000014 0.086855000000000016 0.15950500000000004 -0.082954999999999987 0.4002400000000001 -0.46267499999999995 0.091440000000000007 -0.16075999999999999 0.089915000000000009 0.10061500000000002 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 -3 15 7 8 17 18 11 -11 13 -12 -15 -1 -4 -6 -10 27 22 -18 -7 26 -25 -2 -17 28 -20 -28
right_child=1 2 16 -5 6 20 -8 -9 9 10 12 -13 -14 14 -16 23 21 -19 19 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0022128203335503045 0.0018181317178176505 0.0018582945833665568 0.00075895955700187639 0.00026679153994085315 0.00086286864606959391 0.002002273089679736 -5.2726132787316593e-05 -0.00026316207139256937 0.00058805296327475818 0.0020165269628215996 0.00071471997978495017 0.00065438942963484681 0.00096908270025889559 0.00052062904819510599 -0.0013475086979121878 0.002281563387923066 0.00015528670995706623 -0.00031146538086776324 0.0026162499930427767 0.00073657026244670085 0.00046401350468459939 -0.00099012626047567187 0.0013326788684153285 0.0016775503918064337 0.00042600847287162415 0.00077355714630729345 0.0015566956474372209 0.0011921028048370707 0.0015319191736579421 0.00073649162380821703
leaf_weight=49 70 25 35 22 32 42 36 21 24 29 67 30 92 26 24 30 46 29 31 21 25 22 881 36 36 20 1246 26 24 24
leaf_count=49 70 25 35 22 32 42 36 21 24 29 67 30 92 26 24 30 46 29 31 21 25 22 881 36 36 20 1246 26 24 24
internal_value=0 0.000804207 0.000694267 0.00145779 0.000805227 0.00146885 0.000753808 0.000814806 0.000864558 0.000951256 0.000732645 0.00132391 0.000565732 0.000248567 -0.000376077 0.00155519 0.000115767 0.000304579 0.00141624 0.0016111 0.00133944 -0.000215288 0.00136315 0.0015317 0.00105178 0.001586 0.00155828 0.00183783 0.00214309 0.0015412
internal_weight=0 730 640 2391 537 2369 512 476 455 394 268 59 209 117 50 1421 103 61 126 102 948 68 923 1372 72 90 1300 81 55 1270
internal_count=3121 730 640 2391 537 2369 512 476 455 394 268 59 209 117 50 1421 103 61 126 102 948 68 923 1372 72 90 1300 81 55 1270
is_linear=0
shrinkage=0.00704007


Tree=2305
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 2 1 4 150 47 0 49 4 1 0 0 4 14 133 16 1 131 2 0 12
split_gain=125.962 21.3139 12.6142 9.60489 8.58772 6.66867 5.53613 4.27486 3.49557 2.87332 2.70556 2.55331 2.33839 2.17523 1.81163 1.72862 3.46078 2.47585 1.87068 1.52676 1.36599 1.42305 1.2747 1.30002 1.49058 1.45432 1.25407 1.23089 1.20683 1.13648
threshold=0.10508500000000001 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.25063000000000007 -0.090999999999999984 0.092845000000000025 -0.35136499999999998 1.0000000180025095e-35 0.13082500000000002 -0.11173999999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 -0.083554999999999977 0.14486500000000005 0.053180000000000012 -0.46166999999999997 0.089200000000000015 -1.0000000180025095e-35 0.11551000000000002 0.094655000000000017 0.087675000000000017 -0.036484999999999997 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 -6 10 13 14 -1 -5 -3 20 26 16 18 19 -12 -17 21 29 -14 24 25 -24 28 -20 -4 -7
right_child=1 2 9 11 6 8 -8 -9 -10 -11 15 -13 22 -15 -16 17 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014220576859411613 0.0020168850090883468 0.0015947158947356391 0.00060831348941372068 0.0017924523552851047 0.0018112147773063074 0.0020733930956357109 0.0010396488218282743 0.0024303040661749452 0.0013708408891345111 0.00020596855870791202 0.00197586666359203 0.0012223010189870293 0.001318094117060584 0.0014051508178873305 0.0012230037434656695 0.0021127730088004713 0.0023150273045867134 0.0017985605356680176 0.0017942533102711835 0.0020050492654992143 0.0014854433930828548 0.0017526228473402684 0.0011898493541542534 0.00067301408025639093 0.00068209878454304285 0.00087646815602947378 0.00032821102467602979 0.0012817583071462765 0.0010198375516223901 0.0018452114877426241
leaf_weight=22 71 20 56 37 84 159 40 76 48 36 35 60 31 29 20 743 32 116 22 792 23 112 110 41 35 71 25 36 33 106
leaf_count=22 71 20 56 37 84 159 40 76 48 36 35 60 31 29 20 743 32 116 22 792 23 112 110 41 35 71 25 36 33 106
internal_value=0 0.00113234 0.00102801 0.00196617 0.00118302 0.00198789 0.00156232 0.00203376 0.0018077 0.00063412 0.002017 0.00143978 0.00103031 0.00185657 0.000749146 0.00202437 0.00183082 0.00203902 0.00166422 0.00205719 0.0018893 0.00191394 0.000991113 0.000951672 0.00100457 0.00106692 0.000666013 0.00147615 0.000760901 0.00198212
internal_weight=0 673 602 2448 432 2351 124 1874 477 170 1798 97 308 429 134 1776 125 1651 93 1535 400 377 288 257 216 181 114 58 89 265
internal_count=3121 673 602 2448 432 2351 124 1874 477 170 1798 97 308 429 134 1776 125 1651 93 1535 400 377 288 257 216 181 114 58 89 265
is_linear=0
shrinkage=0.00170698


Tree=2306
num_leaves=31
num_cat=0
split_feature=1 52 3 4 1456 2 2 9 41 10 50 3 0 16 0 52 124 16 14 157 16 42 12 1 1 1429 2 49 49 1
split_gain=4.55793 1.17216 0.737362 0.567911 0.523704 0.506701 0.444315 0.588749 0.477167 0.436544 0.417696 0.482871 0.547063 0.641678 0.423236 0.379279 0.361704 0.344036 0.52601 0.452637 0.61462 0.758668 0.508725 0.448072 0.359114 0.937324 0.583161 1.37618 0.769297 0.561883
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 -0.049894999999999995 0.14122000000000004 0.11682500000000001 -1.0000000180025095e-35 0.08690500000000001 -0.0026549999999999994 0.10616500000000001 0.12178000000000001 -0.13843999999999998 -0.29154999999999992 -0.07384499999999998 0.056145000000000007 -0.076779999999999987 0.22339500000000004 0.062655000000000016 -0.037734999999999998 0.31475000000000003 0.086950000000000013 0.10227500000000002 0.084165000000000004 0.080270000000000022 0.084690000000000015 0.086100000000000024 0.005085000000000001 -0.069799999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 16 7 9 -8 -6 11 12 13 -9 -14 -4 -1 18 24 -19 21 -21 -22 -20 29 26 -26 28 -28 -18
right_child=1 2 15 -5 6 -7 8 10 -10 -11 -12 -13 14 -15 -16 -17 17 19 23 20 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0011360908956354612 0.001741931464103225 0.0020139364478560197 -0.00016183991185963199 0.00034254827659875944 0.00080320253877110568 0.00074854836957078254 0.00043794047737568537 0.0012637612663500169 0.0016966997325450523 -0.00060946807371074926 0.0022342764443375883 0.0022213502148271122 0.0019948735698928559 -0.00027329025526593001 0.00098461822366429524 0.00087777396739008599 0.0017151509728001544 0.001894091812389104 0.0019769068113058225 -0.00058561366817773159 0.0016923210225096032 0.0013691605992456131 0.00054795172187535482 0.0033593572945734601 0.0016714861497670059 -0.00011237751873628804 0.0010664096952022154 0.0026375928325046262 -0.00093082786722904385 0.003053788478431661
leaf_weight=87 90 25 71 22 44 41 192 31 21 20 23 22 38 38 83 32 1357 81 56 24 115 26 31 20 420 22 27 20 22 20
leaf_count=87 90 25 71 22 44 41 192 31 21 20 23 22 38 38 83 32 1357 81 56 24 115 26 31 20 420 22 27 20 22 20
internal_value=0 0.000894747 0.000775612 0.00161049 0.00089347 0.00162227 0.00083876 0.00103589 0.000562044 0.000361743 0.00121948 0.00110939 0.000980632 0.000417269 0.00130189 0.000161147 0.00163765 0.00165712 0.00169402 0.00139555 0.00118952 0.000430869 0.00144934 0.00234071 0.00166798 0.00148849 0.00156051 0.000885025 0.000169691 0.00173459
internal_weight=0 730 640 2391 537 2369 512 299 213 64 235 212 190 69 121 103 2328 2241 1964 277 196 50 146 76 1888 511 489 69 49 1377
internal_count=3121 730 640 2391 537 2369 512 299 213 64 235 212 190 69 121 103 2328 2241 1964 277 196 50 146 76 1888 511 489 69 49 1377
is_linear=0
shrinkage=0.00792826


Tree=2307
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 47 11 15 2 0 11 1 47 50 4 3 39 0 16 49 3 1 3 4
split_gain=139.676 16.1017 15.0923 9.53749 8.48724 6.93778 5.78467 4.54013 3.45072 3.83959 3.14659 2.99189 2.70397 2.49152 2.37525 1.97309 1.95372 1.87467 1.67894 1.66736 1.63806 1.68532 1.62957 1.48724 1.48373 1.4788 1.59189 1.40972 1.37277 1.51467
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.077555000000000013 1.0000000180025095e-35 0.13592500000000005 0.11389000000000002 -0.13027499999999997 0.080150000000000013 0.122715 0.091680000000000011 0.041865000000000006 -0.059649999999999988 0.090900000000000009 0.095830000000000012 -0.09595999999999999 -0.066924999999999985 -0.066019999999999981 -0.013929999999999998 0.12958500000000003 -0.20241999999999996 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 8 12 -6 -3 27 13 14 15 23 20 -4 -14 -2 25 -7 -1 -22 -11 -8 -25 26 -9 -10 -26 -30
right_child=1 5 6 -5 7 19 10 18 9 22 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.0018077877060305896 0.0016594540682580584 0.00058865028484879995 0.0013525319128794015 0.00084228307073727258 0.0017760573413181692 0.00026512481774614867 0.0020304804923722466 0.00092745437747508794 0.0016180159420310545 0.00091358724150354415 0.0014757649279313991 0.0020541611823825397 0.0023539768856595763 0.0012234183120320274 0.001078188740081545 0.0018213682315926562 0.0018945335102335367 0.0012117807671627083 0.0014311852338183759 0.00073163391687788653 0.0016153053884978333 0.0011663831110762968 0.00053941392656537237 0.0017953044624244741 0.0018984783477120418 0.00090062692442423309 0.0014537575629899222 0.0010619930049280495 0.0012945224488033564 0.0016478200650250341
leaf_weight=71 83 90 21 74 28 75 36 23 22 141 156 35 37 23 20 1150 50 29 31 23 83 25 33 284 44 75 31 20 31 277
leaf_count=71 83 90 21 74 28 75 36 23 22 141 156 35 37 23 20 1150 50 29 31 23 83 25 33 284 44 75 31 20 31 277
internal_value=0 0.000895506 0.00171447 0.00126454 0.0014528 0.000725602 0.00176682 0.00121299 0.00083801 0.000941911 0.00167031 0.00164548 0.00183211 0.00171397 0.0015736 0.00181296 0.00208993 0.00154354 0.00111445 0.000374612 0.00162895 0.00151139 0.000842623 0.00173076 0.0017138 0.00103833 0.00122959 0.00135324 0.00164804 0.00161226
internal_weight=0 590 2531 186 422 404 2109 188 306 216 851 234 1258 695 199 1171 87 112 160 98 179 108 174 672 636 129 54 42 352 308
internal_count=3121 590 2531 186 422 404 2109 188 306 216 851 234 1258 695 199 1171 87 112 160 98 179 108 174 672 636 129 54 42 352 308
is_linear=0
shrinkage=0.00151575


Tree=2308
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 43 150 4 4 0 41 15 2 4 15 2 43 1 3 0 43 0 42 40 4 13 39 0
split_gain=103.513 12.2422 11.2607 8.87631 6.22402 5.016 4.09192 3.17978 3.31238 3.03322 2.57436 2.17255 1.91538 1.85164 1.76013 1.68904 2.38626 1.65844 1.62643 1.45275 1.32142 1.30317 1.25152 1.21355 1.54437 1.05853 1.05413 1.03053 1.06823 1.01691
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.088105000000000003 0.090285000000000018 -0.04890499999999999 1.0000000180025095e-35 0.40473500000000007 0.033845000000000007 -0.23194499999999998 0.075585000000000013 0.13592500000000005 0.17760500000000004 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.025214999999999998 0.096255000000000021 0.30112000000000005 -0.097024999999999986 -0.090299999999999991 -0.11242999999999999 1.0000000180025095e-35 -0.081029999999999977 -0.036839999999999991 -0.016469999999999995 0.093755000000000019 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 5 11 18 12 22 -9 -7 13 -1 23 21 27 17 -17 -13 -3 -10 29 -8 -6 24 -4 -24 -2 -5 -29 -20
right_child=1 3 6 14 7 9 10 8 19 -11 -12 15 -14 -15 -16 16 -18 -19 20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021883722362042251 0.0019291605572857456 0.00072286777928694821 0.0018608144173915568 0.0005054791759685779 0.0013894336119248437 0.0015158898299222874 0.0020618844832689964 0.0016124737819541036 0.0013837970462611785 0.00090044018690224061 0.0014950361576274291 0.0019804796851164365 0.0021182248367027246 0.0012485640622869867 0.00022173868681637412 0.0016338875769129904 0.0010431187410895931 0.001402080066335554 0.00084679402405096673 0.00076088165799564293 0.00076322494395271955 0.0017247964866610366 0.0010609669623012122 0.0018304865201656047 0.0012212145851598197 0.00061530775111425776 0.0014398169031973173 0.0010465944994132398 0.00053987725449837259 0.0012321152124797046
leaf_weight=22 29 120 22 81 20 70 35 93 20 35 171 52 66 23 42 76 27 20 29 24 48 739 44 1031 22 24 23 27 22 64
leaf_count=22 29 120 22 81 20 70 35 93 20 35 171 52 66 23 42 76 27 20 29 24 48 739 44 1031 22 24 23 27 22 64
internal_value=0 0.000921818 0.00171578 0.000845374 0.00146125 0.00099568 0.00176671 0.00126727 0.00142991 0.00131074 0.00168508 0.00168279 0.00183597 0.00172586 0.000525536 0.00161924 0.00147903 0.00181981 0.000868932 0.00104403 0.000993243 0.00174004 0.00101408 0.00181864 0.00154101 0.000903675 0.00171272 0.000623686 0.000819089 0.00111196
internal_weight=0 590 2531 538 422 366 2109 225 137 105 968 197 1141 797 172 175 103 72 261 44 141 774 88 1075 44 68 52 130 49 93
internal_count=3121 590 2531 538 422 366 2109 225 137 105 968 197 1141 797 172 175 103 72 261 44 141 774 88 1075 44 68 52 130 49 93
is_linear=0
shrinkage=0.00170698


Tree=2309
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 11 0 12 0 1 4 11 0 39 11 4 49 50 2 150 4 12 14 40 2
split_gain=158.778 18.9114 16.5982 10.1698 10.0512 8.89788 6.47678 4.64827 4.48294 4.45673 3.78957 3.72699 3.40686 3.27031 2.94372 2.69834 2.23003 2.2007 2.08233 2.08175 2.09186 2.03272 2.03169 2.02905 1.93792 1.90009 2.052 1.82482 1.74751 1.59076
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.13597000000000004 -0.23091999999999999 0.10089500000000001 0.033845000000000007 0.080150000000000013 -0.13027499999999997 0.10226500000000001 0.080455000000000013 -0.15464999999999998 -0.012034999999999999 0.041865000000000006 0.11389000000000002 0.091105000000000005 -0.064054999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077474999999999988 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 21 7 10 28 -9 -5 17 14 15 -1 24 19 -12 -4 27 20 -8 -2 29 25 -11 -15 -27 -10 -3 -7
right_child=1 5 6 9 -6 22 12 8 18 11 16 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029950485681941386 0.0016066182113276795 0.0011509358241053665 0.0018989760255852582 0.002415854238273357 0.0012629432403554765 0.00063210562900152219 0.001849564644627124 0.0019233456196829275 0.0016861967330438711 0.002093020132695236 0.003235299457973195 0.00092631864872516861 0.0017772147488095409 0.0025548152764676346 0.0014750922073276762 0.0021087890091560455 0.0026369449074723607 0.0025025488541710939 0.00073286447940402988 0.002700261860944385 0.0023758176502147346 0.0022565498095354665 0.0010752452461402905 0.0017151430882900041 0.0014483341606429329 0.0023289926935637505 0.0016973644615092764 0.001213943595638789 0.00063549626947166269 5.5244707687240096e-05
leaf_weight=23 20 43 21 31 74 51 27 42 37 78 37 21 39 69 75 146 50 1150 23 65 574 92 23 21 20 59 25 114 47 24
leaf_count=23 20 43 21 31 74 51 27 42 37 78 37 21 39 69 75 146 50 1150 23 65 574 92 23 21 20 59 25 114 47 24
internal_value=0 0.00130383 0.00236822 0.00203372 0.00179136 0.00107938 0.00243515 0.00123455 0.00138155 0.00176533 0.00251937 0.00166138 0.00231066 0.00234026 0.0017506 0.00233628 0.00289142 0.00249172 0.00125077 0.00238615 0.00235218 0.00214049 0.000594836 0.00225371 0.00196145 0.00232763 0.00214101 0.00132966 0.000881762 0.00044751
internal_weight=0 590 2531 422 186 404 2109 306 216 225 1258 194 851 197 173 812 87 1171 174 666 601 112 98 174 98 153 84 151 90 75
internal_count=3121 590 2531 422 186 404 2109 306 216 225 1258 194 851 197 173 812 87 1171 174 666 601 112 98 174 98 153 84 151 90 75
is_linear=0
shrinkage=0.00184769


Tree=2310
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 2 14 49 12 47 47 39 1 49 1 11 4 1 4 51 1 0 16 3
split_gain=223.468 25.2547 23.0451 13.9682 13.5634 10.6708 8.09265 7.28908 5.14201 5.42977 4.90163 4.55581 3.65115 3.17526 3.01835 2.65024 2.62715 2.38752 2.32824 3.06738 2.21811 2.16783 2.13699 2.11915 1.99326 1.88337 1.66674 1.66285 2.61219 1.59375
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.053180000000000012 0.11389000000000002 0.076175000000000007 -0.012034999999999999 0.13597000000000004 0.091680000000000011 0.077555000000000013 0.098220000000000016 0.10089500000000001 -0.061079999999999988 0.16175000000000003 0.080455000000000013 -0.033174999999999989 0.12958500000000003 -0.15464999999999998 -0.10056999999999998 0.12000500000000001 -0.11173999999999999 -0.43320999999999993 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 13 8 12 -5 26 23 14 16 27 -2 21 18 25 22 19 -9 -7 24 -11 -10 -8 -1 -3 28 -4 -12
right_child=1 5 6 7 -6 20 10 15 9 17 29 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023348765241144672 0.0012663030787612218 0.00099276624365609895 0.0021974426122410191 0.0021119329419834114 0.00097163910663420087 0.00049414721768055404 0.0016533132812766057 0.0017641767963281619 0.001914019857282612 0.0014837314140972327 0.0013506129281393225 0.0013231007197043801 0.0026427462026058553 0.0019460031199308857 0.00158331913495971 0.0016965299268177178 0.0024631028250626675 0.00053926170319938465 0.0010099156218296402 0.0010226239439061354 -6.3872418358129675e-05 0.0023589012948636665 0.00095667059612896147 0.001218664463228778 0.0020828938715215027 0.0019157838667429744 0.00051698783251576282 0.0022115859373940889 0.0015077106075617884 0.0018223036992411369
leaf_weight=31 20 24 35 31 74 90 27 30 22 22 20 22 46 92 29 31 33 27 72 24 21 66 112 20 590 148 66 1156 21 119
leaf_count=31 20 24 35 31 74 90 27 30 22 22 20 22 46 92 29 31 33 27 72 24 21 66 112 20 590 148 66 1156 21 119
internal_value=0 0.00101385 0.00207045 0.00174065 0.00148527 0.000796808 0.00213644 0.00142683 0.000951463 0.00108784 0.00202 0.00199277 0.00221521 0.00182463 0.00207184 0.00129156 0.00206226 0.000958691 0.00119192 0.0014346 0.000388576 0.00209258 0.0010432 0.0015829 0.0020641 0.00198836 0.000643862 0.00219898 0.00193879 0.00175443
internal_weight=0 590 2531 422 186 404 2109 188 293 203 851 234 1258 112 712 157 212 161 126 54 111 683 134 42 617 179 90 1212 56 139
internal_count=3121 590 2531 422 186 404 2109 188 293 203 851 234 1258 112 712 157 212 161 126 54 111 683 134 42 617 179 90 1212 56 139
is_linear=0
shrinkage=0.00154607


Tree=2311
num_leaves=31
num_cat=0
split_feature=1 52 1 44 10 4 2 2 457 9 131 484 16 15 1 11 12 40 1 12 52 16 2 402 4 49 130 132 43 1
split_gain=6.86768 1.64664 0.9795 1.20303 0.836384 0.686622 0.672699 0.645663 0.694092 0.664742 0.601969 0.55433 0.508688 0.504351 0.461838 0.41752 0.471814 0.409 0.405 0.397015 0.60948 0.485517 0.468953 0.395903 0.503353 0.469888 0.394294 0.426195 0.392245 0.372651
threshold=0.10312500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 -0.074314999999999978 0.40124500000000002 0.092365000000000017 0.11389000000000002 0.079590000000000008 -1.0000000180025095e-35 0.093840000000000021 -0.069939999999999988 -0.45661999999999997 -0.072289999999999979 0.11103500000000001 1.0000000180025095e-35 0.085785000000000014 -0.077474999999999988 0.13657000000000002 -1.0000000180025095e-35 -0.092399999999999982 -0.071359999999999993 0.13754500000000003 0.08865000000000002 -0.064054999999999987 -0.080604999999999982 0.10367000000000003 -0.088184999999999986 -0.074974999999999986 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 7 -4 6 15 8 9 17 -6 -11 -8 28 -15 29 -17 -3 -9 20 -14 -22 23 25 -25 -21 -27 -28 -13 -1
right_child=1 2 4 -5 10 -7 12 18 -10 11 -12 13 19 14 -16 16 -18 -19 -20 22 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0025847992463018474 0.0025336796994498544 0.0015248167383083155 -0.0013063473053030949 0.003501307234847839 0.001200330467428213 0.00071747405855558015 0.0029856680866451029 0.0010438835169087994 0.00050836473358152362 0.0034257440656469892 -0.0006760848497807555 0.00075457194082980956 0.0027710809709935017 0.001579815585405854 0.0032396627192550985 0.0039820650433680443 0.0024371342378234537 -0.00027744721955405994 -2.6261619212009505e-05 0.00092195457059763251 0.002014507875579647 0.00016040042267588555 0.0010917273862543213 0.004210320308999033 0.002210950832399743 0.0023120573699626475 0.0022685943667050106 0.00055174042349673995 0.0019379264288138596 0.0022733442585882195
leaf_weight=998 90 26 22 22 66 22 63 193 48 22 20 45 22 27 34 36 35 20 38 26 21 32 34 20 26 477 27 25 57 527
leaf_count=998 90 26 22 22 66 22 63 193 48 22 20 45 22 27 34 36 35 20 38 26 21 32 34 20 26 477 27 25 57 527
internal_value=0 0.00133367 0.00116492 0.00133193 0.000342227 0.00238365 0.00239912 0.00123835 0.00154511 0.00176054 0.000763955 0.00201399 0.0021697 0.00182344 0.00250498 0.00251024 0.00322048 0.000741224 0.000867842 0.00209729 0.00144535 0.000895047 0.0021743 0.00223554 0.00308024 0.00216553 0.00222665 0.00144318 0.00141586 0.00247717
internal_weight=0 730 640 532 108 2391 2369 510 279 231 86 185 773 163 61 1596 71 46 231 710 75 53 635 601 46 555 529 52 102 1525
internal_count=3121 730 640 532 108 2391 2369 510 279 231 86 185 773 163 61 1596 71 46 231 710 75 53 635 601 46 555 529 52 102 1525
is_linear=0
shrinkage=0.00947501


Tree=2312
num_leaves=31
num_cat=0
split_feature=1 3 9 39 123 4 15 151 44 3 13 40 4 48 48 1 2 4 0 43 132 3 129 16 52 43 3 51 472 50
split_gain=5.64636 0.871339 0.748813 0.718927 0.630457 0.566486 0.516251 0.752613 0.507681 0.590082 0.687621 0.524093 0.432333 0.617533 0.543037 0.438519 1.69792 1.06557 0.433246 0.383776 0.382956 0.553284 0.345875 0.352074 0.448436 0.438345 0.609318 0.411629 0.348883 0.33217
threshold=0.10920500000000001 0.31299000000000005 -1.0000000180025095e-35 0.087735000000000021 0.083935000000000023 -0.033174999999999989 -0.0088349999999999974 0.0033600000000000006 1.0000000180025095e-35 0.10893000000000001 -0.28558999999999996 0.0046150000000000002 -0.082249999999999976 0.092475000000000016 0.078735000000000013 0.085760000000000017 0.086100000000000024 0.0033150000000000007 -0.15202999999999997 -0.084154999999999994 0.10613500000000002 0.42240500000000009 0.086095000000000019 0.013515000000000001 -0.13993999999999998 -0.085474999999999982 -0.08323499999999999 -0.020969999999999996 -0.050539999999999995 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 8 -2 7 19 9 11 -11 12 13 14 29 18 -17 -18 -14 -7 21 -3 23 24 -20 27 -27 -25 -28 -4
right_child=1 20 4 -5 -6 6 -8 -9 -10 10 -12 -13 15 -15 -16 16 17 -19 22 -21 -22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.00057583520453966246 0.0022050053659117574 0.00040706640659401517 0.0022583285707754833 0.00067791820026497042 0.0012212472926684493 0.00031576375936079185 0.00013122896466409472 0.002991753843566839 0.0031055616060436716 0.0024331512801794215 0.00043682181649434219 0.00076388053246902621 0.0030480550350140707 0.00091108433451320115 0.0035543976893306815 0.0019533082600597068 -0.00048526045076503456 0.0015358490246938925 0.0030344449827931059 0.0013875010825757264 0.0012276274072812422 -0.0012212810874533801 0.0015344558381519635 0.0033905260234190367 0.0020851996418475493 6.912939297302155e-05 0.0027723978741385677 0.0019003293614664361 0.0015272162678421799 0.0012976745710760664
leaf_weight=30 56 67 563 157 84 31 29 20 31 20 39 26 31 27 24 381 39 41 40 147 26 21 111 20 817 20 20 49 125 29
leaf_count=30 56 67 563 157 84 31 29 20 31 20 39 26 31 27 24 381 39 41 40 147 26 21 111 20 817 20 20 49 125 29
internal_value=0 0.000976264 0.00195068 0.00115297 0.00196693 0.00141651 0.00122199 0.00138175 0.00199247 0.00197822 0.00111354 0.00199981 0.00201356 0.00220681 0.0022636 0.00194021 0.00170988 0.000550558 0.00202633 0.00120085 0.000294253 1.84835e-05 0.00199997 0.00204734 0.00212951 0.00174641 0.00150141 0.00233227 0.00169897 0.00221127
internal_weight=0 554 2567 440 2537 283 227 198 2453 2422 59 2363 2337 643 616 1694 461 80 1233 178 114 88 1202 1091 857 234 165 69 145 592
internal_count=3121 554 2567 440 2537 283 227 198 2453 2422 59 2363 2337 643 616 1694 461 80 1233 178 114 88 1202 1091 857 234 165 69 145 592
is_linear=0
shrinkage=0.00875344


Tree=2313
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 2 4 4 41 15 0 1 47 16 475 0 16 1 50 13 457 2 2 0 42
split_gain=118.987 13.5422 12.7107 7.68772 7.39466 5.56588 5.24497 3.65633 3.59926 3.86111 3.43977 3.26812 2.62642 2.21564 2.05552 1.75911 1.58391 1.55514 1.54946 1.4946 1.48271 1.41936 1.37286 1.27246 1.16882 1.87985 1.23079 1.02123 1.01707 1.59402
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092845000000000025 0.14753000000000002 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.11389000000000002 0.033845000000000007 -0.062539999999999984 0.075585000000000013 0.13592500000000005 -0.066089999999999996 0.13436000000000001 0.077555000000000013 -0.039889999999999988 -0.060699999999999997 -0.097024999999999986 -0.36241499999999999 0.122715 0.041865000000000006 -0.0044799999999999987 0.091015000000000013 0.10467500000000002 0.096325000000000008 -0.11242999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 8 13 -6 -3 -10 17 14 -11 28 20 24 -14 18 21 -20 -8 -1 -2 -7 -9 26 -26 -21 29 -4
right_child=1 5 6 -5 7 23 11 15 9 12 -12 -13 16 -15 -16 -17 -18 -19 19 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017131678983880196 0.0015313560225852457 0.0005134778811531238 0.0017676926848425101 0.00078799468951953997 0.0016013262235040971 0.00025232092638134598 0.0019318595034736169 0.00093042108052843642 0.0014170971372074403 0.0013036690910834309 0.00096326864064374788 0.0013718350581094685 0.00080610866196492356 0.0019954580574348744 0.0011519106384261591 0.0006436002799824035 0.00041362933706087541 0.0018905016378430082 0.0013575166903066265 0.0018927842498173365 0.0016061956029949573 0.001242977182421308 0.0011405948519372688 0.00066800956955732037 0.0016548935592144345 0.00087341789958566933 0.0011355855099000772 0.0015125404153700631 0.0017134430638316594 0.00117914944123284
leaf_weight=21 83 90 22 74 31 75 35 57 28 22 23 171 136 66 23 25 30 35 29 52 739 57 29 23 24 23 20 25 1031 22
leaf_count=21 83 90 22 74 31 75 35 57 28 22 23 171 136 66 23 25 30 35 29 52 739 57 29 23 24 23 20 25 1031 22
internal_value=0 0.000829478 0.00160047 0.00117468 0.00135554 0.000670546 0.00164948 0.00111824 0.000773242 0.000881477 0.00153205 0.00156578 0.000801704 0.0017205 0.00160739 0.00101773 0.000735179 0.00159178 0.00153496 0.00165666 0.00162092 0.00136957 0.00143018 0.000349881 0.00109316 0.00123161 0.00141884 0.00176933 0.00170362 0.00147342
internal_weight=0 590 2531 186 422 404 2109 180 306 216 242 968 188 1141 797 149 166 219 184 106 774 78 112 98 124 67 44 77 1075 44
internal_count=3121 590 2531 186 422 404 2109 180 306 216 242 968 188 1141 797 149 166 219 184 106 774 78 112 98 124 67 44 77 1075 44
is_linear=0
shrinkage=0.00154607


Tree=2314
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 14 1 11 1 4 49 50 48 4 1 1 2 2 15 52 3 16 14 13
split_gain=213.709 23.0116 22.2678 15.3163 13.2436 10.2664 9.84418 6.51894 5.71722 5.22571 4.80449 4.42953 3.04508 2.64181 4.19769 5.36642 2.3163 2.23653 2.20335 1.93868 1.73905 1.55511 1.5417 1.50335 1.50126 1.71609 1.49605 1.68765 1.45724 1.3939
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 0.077845000000000011 0.10803500000000001 0.076175000000000007 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.012034999999999999 0.041865000000000006 0.090390000000000012 -0.033174999999999989 0.12958500000000003 0.13075500000000004 -1.0000000180025095e-35 0.31358000000000003 0.040760000000000005 -0.07167999999999998 -0.11171999999999999 0.27252000000000004 -0.46166999999999997 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 7 8 11 -3 -4 20 12 -1 14 26 -16 -2 23 -17 -12 -10 -6 -14 -8 25 -15 29 -28 -21 -9
right_child=1 6 9 -5 21 -7 17 13 10 -11 19 -13 22 24 15 18 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021586309134418334 0.0012190093449284168 0.00047056002003954302 0.0018957923379305287 0.0010699601869479198 0.00099090780707095246 0.0012253368961901562 0.00024465428762988206 0.0014077660946484492 0.001806058348316375 0.0010597183996994062 0.0012956283879931706 0.0025943786936489287 0.0015380802817532208 0.0022517459792827906 0.0020301129530097685 0.00074004180113093252 0.0018473944582081681 0.00066594779289203042 0.0015255848097009963 0.0011456332602087422 0.0011242169921901078 0.00047266413182630386 0.0019940462333589161 -0.00024976757681164697 0.0026256130433988875 0.0016879850456574337 0.0020249237625195459 0.0018081507514415907 0.00069192687452442135 0.0019723993561822479
leaf_weight=1118 20 90 28 45 50 41 61 25 22 83 23 58 23 62 35 20 92 26 20 24 20 24 214 24 20 20 573 122 114 24
leaf_count=1118 20 90 28 45 50 41 61 25 22 83 23 58 23 62 35 20 92 26 20 24 20 24 214 24 20 20 573 122 114 24
internal_value=0 0.000885112 0.00200356 0.00203718 0.0013722 0.0020555 0.000660858 0.00207009 0.000821646 0.00127062 0.0009773 0.00214149 0.0021221 0.00196054 0.00192891 0.00155155 0.00173518 0.000236434 0.00113281 0.000845803 0.00148137 0.000822829 0.0019498 0.000105053 0.00221451 0.00211424 0.00196695 0.00198687 0.000770832 0.00168432
internal_weight=0 590 2531 2420 186 2375 404 2334 293 111 203 1413 1355 921 819 75 112 111 40 161 42 74 237 85 102 82 744 695 138 49
internal_count=3121 590 2531 2420 186 2375 404 2334 293 111 203 1413 1355 921 819 75 112 111 40 161 42 74 237 85 102 82 744 695 138 49
is_linear=0
shrinkage=0.00167351


Tree=2315
num_leaves=31
num_cat=0
split_feature=1 52 1 12 15 3 3 2 50 151 1 15 131 475 12 16 16 0 4 1 2 43 3 457 12 131 4 131 1 160
split_gain=6.24127 0.946563 0.858292 0.754845 0.862756 0.803497 0.778919 0.631729 0.570525 0.531385 0.644861 0.582809 0.53066 0.526764 0.46155 0.445246 0.433991 0.407052 0.415188 0.405786 0.404809 0.549212 0.452348 0.54202 0.384464 0.370348 0.483847 0.349598 0.321571 0.316799
threshold=0.10920500000000001 -0.28430999999999995 0.14262000000000002 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.25063000000000007 0.14026500000000003 0.050660000000000004 0.095950000000000021 -0.12255999999999999 0.095715000000000008 -0.068264999999999978 0.11734000000000001 -0.034884999999999992 0.0065250000000000004 -0.14920999999999998 0.053180000000000012 0.087325000000000014 0.13754500000000003 0.084740000000000024 -0.14847999999999997 0.078435000000000019 0.085635000000000003 0.091760000000000022 0.51164000000000009 0.09031500000000002 0.083345000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 8 4 5 6 -1 25 12 10 11 -8 20 -13 17 19 -12 24 -19 -15 21 22 -3 -24 -5 26 -4 -2 -20 -16
right_child=1 2 7 14 -6 -7 9 -9 -10 -11 16 13 -14 15 29 -17 -18 18 28 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004301281913371666 0.0026468777604166604 -0.00015494808496443566 0.00029092804403895388 0.0032438225992110102 0.0025954841655280031 7.3420173489833785e-05 0.0030674625469331537 -0.001127721278229578 0.0022889454876083592 0.00057842980997718102 0.00096351282408072654 0.00076074745126635391 0.0018139572603132282 0.00089396180900668898 0.00056940656424888639 0.0024076290397514804 0.0022016387604711601 0.0019819958395799046 0.001764708671328649 0.0021934707460836626 0.00031466818161858268 0.0021117683109763406 0.0011401143200522204 -3.2592123624061985e-05 0.001936531619989865 -0.00048164396180443468 0.0018191577031581312 0.0012617645635200122 0.00098613432338521038 0.0016612340340297373
leaf_weight=37 26 26 42 31 48 26 30 20 21 27 81 25 39 33 24 86 24 1766 164 30 80 25 183 30 28 20 20 22 44 63
leaf_count=37 26 26 42 31 48 26 30 20 21 27 81 25 39 33 24 86 24 1766 164 30 80 25 183 30 28 20 20 22 44 63
internal_value=0 0.000926727 0.000823773 0.00187317 0.00157117 0.00144794 0.00154375 0.00016093 0.000991125 0.00166638 0.00176145 0.00202649 0.000919965 0.00184701 0.00193685 0.00202927 0.00124651 0.00196153 0.00194175 0.00151278 0.000818611 0.000971321 0.000852027 0.000974944 0.00262341 0.000475235 0.000783905 0.00201203 0.00160001 0.00136004
internal_weight=0 554 506 2567 447 399 373 102 404 336 309 204 383 174 2120 149 105 2033 1974 63 344 264 239 213 59 82 62 48 208 87
internal_count=3121 554 506 2567 447 399 373 102 404 336 309 204 383 174 2120 149 105 2033 1974 63 344 264 239 213 59 82 62 48 208 87
is_linear=0
shrinkage=0.00808683


Tree=2316
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 4 2 1 1 47 0 1 12 0 475 150 12 50 2 4 3 47 0 1 4 3 49
split_gain=183.771 21.9862 18.5956 12.3459 11.8241 8.49521 8.26026 6.04917 5.35401 4.43498 4.3732 4.06345 2.77631 2.66598 2.64551 2.53196 2.49535 2.01684 2.01196 1.93157 1.78399 1.76138 1.71958 1.74704 1.67978 1.43178 1.3772 1.35174 1.3464 1.22613
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.10060500000000001 0.14753000000000002 0.076175000000000007 0.40945500000000007 0.14122000000000004 0.092845000000000025 0.12656000000000003 0.10019500000000002 -0.15350499999999997 0.089625000000000024 0.087925000000000017 -0.062294999999999996 -0.069854999999999987 0.081835000000000019 0.087765000000000024 0.041865000000000006 0.11411 -0.51253999999999988 0.086245000000000016 0.082095000000000015 -0.060129999999999996 0.13075500000000004 -0.031404999999999995 0.084940000000000015 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 5 7 8 14 12 17 -4 -10 13 -3 19 24 -14 -7 -19 22 -8 -2 -1 -24 28 -21 -5 -25 -16 -12
right_child=1 6 10 26 -6 9 20 -9 11 -11 29 -13 16 -15 15 -17 -18 18 -20 25 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.002587865023406976 0.0018740472489922277 0.0014894606069565176 0.0017917870126457061 0.0011008074226727912 0.0012084078462865594 0.0021309147844556604 0.00028009606552524297 0.0024972051462736544 0.0010094965345926535 0.001334426665245087 0.0013307733969367479 0.00047200516363327078 0.0017164217276736443 0.00086674149014291386 0.001241289747981493 0.0020001920335136303 0.00099729901086355929 0.001860775658891075 0.0013568925112332048 0.0020354994763326986 0.0007821416733694909 0.0013576843285872573 0.0021375783010638039 0.0021100133768472227 0.0020134833156047667 0.0017242848925051791 0.00064123796662044451 0.0015621585903732161 0.0017462403538262643 0.00092478770762839094
leaf_weight=20 92 21 37 50 45 66 75 79 61 41 37 82 30 92 24 262 20 320 21 641 23 20 763 21 25 39 24 24 29 37
leaf_count=20 92 21 37 50 45 66 75 79 61 41 37 82 30 92 24 262 20 320 21 641 23 20 763 21 25 39 24 24 29 37
internal_value=0 0.00100294 0.00198027 0.00145159 0.00200922 0.00202439 0.00079638 0.00206987 0.000923991 0.00182878 0.00134912 0.000701285 0.00111937 0.000982468 0.0020516 0.00192594 0.00142877 0.00187858 0.00182974 0.00207993 0.000397923 0.00178184 0.00213108 0.00211977 0.00167653 0.00201765 0.000951758 0.00181782 0.00151758 0.00112778
internal_weight=0 590 2531 186 2420 2375 404 1927 306 448 111 143 163 113 1848 340 50 407 341 1508 98 112 828 808 78 680 74 45 53 74
internal_count=3121 590 2531 186 2420 2375 404 1927 306 448 111 143 163 113 1848 340 50 407 341 1508 98 112 828 808 78 680 74 45 53 74
is_linear=0
shrinkage=0.00157699


Tree=2317
num_leaves=31
num_cat=0
split_feature=1 3 2 9 2 2 16 123 40 4 151 3 42 52 457 11 1443 1443 50 15 1455 475 160 160 12 2 4 16 2 52
split_gain=5.96352 0.935075 0.790628 0.736118 0.65525 0.523355 0.503034 0.48021 0.546912 0.425137 0.434569 0.411326 0.403135 0.401267 0.490605 0.360742 0.431894 0.392389 0.365076 0.709228 0.387676 0.337424 0.321922 0.489088 0.446159 0.400269 0.425204 0.488896 0.467154 0.44002
threshold=0.10920500000000001 -0.049509999999999992 0.31358000000000003 -1.0000000180025095e-35 0.095545000000000005 -0.13033999999999998 -0.25582999999999995 0.084025000000000016 0.0046150000000000002 -0.51843499999999987 -0.098364999999999994 -0.0069549999999999994 0.11159000000000001 -0.45478499999999994 0.080930000000000016 0.080455000000000013 0.090755000000000016 0.084655000000000022 0.11875500000000001 -0.0079099999999999986 0.10582500000000002 -0.074744999999999992 0.066685000000000008 0.11655500000000001 0.13597000000000004 0.12992500000000004 -0.059649999999999988 -0.07550999999999998 0.099185000000000009 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 12 -1 5 -5 -2 8 9 -6 -11 -9 -3 -12 21 16 17 18 20 -20 -7 -15 24 -24 25 26 27 -23 -28 -30
right_child=1 2 -4 4 7 15 -8 11 -10 10 13 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.00063146444488165049 0.00089059239473681404 0.00093963809034720456 -0.00085863655303884321 0.0010485189078586928 0.0032011721835162594 0.0021379079809320588 0.0018751343386229668 0.0017940987086576478 0.00045567723927968817 0.0030580701001517762 0.0022700694716284429 0.00015768029035220728 -0.00017730638320112839 0.0028747035456811987 0.00072674225203802885 0.0030234082827279843 0.00082797250919993651 0.0030972744966995028 0.00232237303850428 0.00033708084284950082 0.0033887263250169273 0.0032945327718154923 0.0031072654106542095 0.0015902127764550345 0.00057235225213164123 0.0028909292823546423 0.00053106298842106245 0.0017916288709451582 0.00063697686468201559 0.0018308340585370586
leaf_weight=30 64 322 23 35 20 1601 117 24 21 24 132 25 28 22 37 37 20 34 32 26 20 22 32 36 29 22 39 80 30 137
leaf_count=30 64 322 23 35 20 1601 117 24 21 24 132 25 28 22 37 37 20 34 32 26 20 22 32 36 29 22 39 80 30 137
internal_value=0 0.00100043 0.000744907 0.00202186 0.0020383 0.00212968 0.00152701 0.00181298 0.00187423 0.00191923 0.0018793 0.000959191 0.000850283 0.00183352 0.00171495 0.00215106 0.00213244 0.00214767 0.00212844 0.00143241 0.00215334 0.00179639 0.00174083 0.00230412 0.00163413 0.00172744 0.00164433 0.00211578 0.0014109 0.00161637
internal_weight=0 554 373 2567 2537 1805 181 732 683 662 642 49 350 618 486 1770 1733 1713 1679 58 1621 449 427 68 359 330 308 102 206 167
internal_count=3121 554 373 2567 2537 1805 181 732 683 662 642 49 350 618 486 1770 1733 1713 1679 58 1621 449 427 68 359 330 308 102 206 167
is_linear=0
shrinkage=0.00892851


Tree=2318
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 3 150 2 2 0 0 12 1 43 402 133 156 14 16 0 52 3 49 0 0 43 16 50 160 12
split_gain=4.83045 0.826339 0.618627 0.708576 0.673938 0.652463 0.597637 0.493534 0.473021 0.585545 0.467796 0.393427 0.812266 0.5772 0.452632 0.400994 0.427815 0.382164 0.373878 0.664977 0.493973 0.426949 0.688391 0.460025 0.416177 0.651292 0.469799 0.691566 0.461856 0.415271
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.084680000000000019 0.25063000000000007 -0.0091949999999999983 -0.13027499999999997 -0.068944999999999992 0.087830000000000005 0.089875000000000024 0.093175000000000022 0.2506000000000001 0.11269500000000002 0.090500000000000011 -0.10708499999999999 -0.0013749999999999997 -0.095504999999999993 -0.45478499999999994 -0.087519999999999987 -0.014989999999999998 -0.094299999999999981 -0.089019999999999974 -0.083134999999999987 -0.073849999999999985 0.093975000000000017 -0.54200499999999985 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 -2 -3 10 17 -7 12 13 15 18 16 -4 -10 21 -20 -21 22 -13 -24 -23 -26 27 29 -28 -27
right_child=1 7 11 -5 -6 8 -8 -9 9 -11 -12 14 -14 -15 -16 -17 -18 -19 19 20 -22 24 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00032508621390444498 0.0013402521798983452 0.0005949597052945355 0.0018987580927960828 0.0022578722890216089 4.1466472688905393e-06 0.0014202208915125455 0.00053476478524172707 -0.00059507672808150637 0.0021490265363228035 0.0019215954466849797 -0.00018489199350620465 7.0950232565332813e-05 0.00037489963936699965 0.0030409536818565186 0.00048593089110871268 0.0011152935685108366 0.00074980844691475295 0.0010383628099006358 0.0026903769555959101 0.0017104764552702835 0.0011186997912826916 0.001448232783410738 0.0023745753722486909 0.001377436620818744 0.0029260786976157485 0.0018810918794971154 0.0026618704005361795 0.0013099985685936528 0.0014204713844627431 0.0026072663739841032
leaf_weight=37 197 251 680 48 26 25 82 24 23 140 21 22 24 25 23 48 21 127 24 138 248 159 35 172 37 90 21 60 183 110
leaf_count=37 197 251 680 48 26 25 82 24 23 140 21 22 24 25 23 48 21 127 24 138 248 159 35 172 37 90 21 60 183 110
internal_value=0 0.000799519 0.00161582 0.00134778 0.0012383 0.00132433 0.00110351 0.000491102 0.00143436 0.00155284 0.000687452 0.00167234 0.00181135 0.00185589 0.00158842 0.00181634 0.00186434 0.00120866 0.00160794 0.00140988 0.00133027 0.00169929 0.00140432 0.00154603 0.00180163 0.00191379 0.00183307 0.00205653 0.00154826 0.00228049
internal_weight=0 554 2567 447 399 373 279 275 336 290 46 2120 798 774 1322 749 701 150 1299 410 386 889 229 207 660 501 464 260 204 200
internal_count=3121 554 2567 447 399 373 279 275 336 290 46 2120 798 774 1322 749 701 150 1299 410 386 889 229 207 660 501 464 260 204 200
is_linear=0
shrinkage=0.00792826


Tree=2319
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 4 49 1 50 1 11 1 4 124 1 43 4 16 2 1 15 133 43
split_gain=248.289 40.6876 20.2508 17.8465 14.5374 12.5308 10.0739 8.50601 6.96933 6.87845 6.66816 5.22564 3.17349 2.93029 2.89889 2.73563 2.05815 2.02771 2.38208 3.26996 1.74587 1.72119 1.62736 1.48218 1.97217 1.41799 1.38262 1.33931 1.27885 1.14054
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10855000000000002 0.09253500000000002 0.089885000000000007 0.062655000000000016 -0.050494999999999991 -0.054984999999999992 0.090540000000000023 0.041865000000000006 0.12811000000000003 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.081949999999999981 0.13075500000000004 -0.14792499999999997 0.024790000000000003 -0.45661999999999997 -1.0000000180025095e-35 0.122715 -0.086849999999999997 -1.0000000180025095e-35 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 10 -8 -4 11 14 -10 -2 -1 -6 -14 18 23 -20 -3 28 -19 27 -25 -16 -15 -12 -5 -29
right_child=1 4 9 21 15 -7 8 -9 12 -11 17 -13 16 26 25 -17 -18 22 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0024573668123008619 0.0015481486970608149 0.00082075066799292289 0.0021682516906629695 0.00095548810144353207 0.00019871591251387075 0.0014956089831578484 0.0016758517004260029 0.0013684486957163354 0.0016706231024074039 0.0012342455728377312 0.0024960126276920547 0.0029293757200915351 0.0010635277835517023 0.0022817677657740757 0.001840129150094454 0.00081904575436292804 0.00058457528837596335 0.0021024860272528005 0.0023387686230768746 0.0015664851387797852 0.00036899244961735225 0.00074631518759678186 0.0026415039112714853 0.002394727285748605 0.0020325264489577705 0.0022949230480385188 0.0018094180845525374 0.002307802846440788 0.0014624906071201281 0.0020923889293093948
leaf_weight=1092 23 46 34 22 85 48 69 24 20 63 85 59 117 100 21 26 32 21 28 34 50 24 62 59 147 224 21 362 38 85
leaf_count=1092 23 46 34 22 85 48 69 24 20 63 85 59 117 100 21 26 32 21 28 34 50 24 62 59 147 224 21 362 38 85
internal_value=0 0.00116325 0.00231098 0.00173811 0.000868709 0.0023419 0.00104308 0.00235953 0.00122767 0.00156163 0.00236997 0.00244197 0.00104468 0.00209571 0.00242046 0.000344018 0.000960666 0.00225615 0.00223032 0.00191526 0.00058546 0.00112508 0.00250513 0.00225679 0.00213626 0.00225594 0.00219979 0.00230346 0.00127659 0.00226684
internal_weight=0 673 2448 228 445 2351 334 2303 238 97 2279 1396 169 144 1337 111 149 883 800 62 96 84 83 738 206 245 121 532 60 447
internal_count=3121 673 2448 228 445 2351 334 2303 238 97 2279 1396 169 144 1337 111 149 883 800 62 96 84 83 738 206 245 121 532 60 447
is_linear=0
shrinkage=0.00167351


Tree=2320
num_leaves=31
num_cat=0
split_feature=1 3 97 39 2 4 15 151 12 1 0 42 16 0 42 3 159 483 159 47 0 43 129 4 16 4 3 1 15 15
split_gain=4.91895 0.933405 0.710446 0.637208 0.532684 0.526475 0.636992 0.865664 0.423379 0.464293 0.418453 1.08411 1.11702 0.468963 0.915415 0.430749 0.382448 0.418327 0.377355 0.357979 0.345455 0.366119 0.340352 0.39677 0.599039 0.570146 0.361753 0.542282 0.472021 0.462694
threshold=0.10752500000000002 0.31299000000000005 -0.0047149999999999996 0.087735000000000021 0.089005000000000015 -0.033174999999999989 -0.0088349999999999974 0.0033600000000000006 -0.42850999999999995 0.14173500000000003 -0.067624999999999977 0.085465000000000013 0.064860000000000015 -0.071719999999999992 0.11387000000000001 0.088060000000000013 0.11389500000000001 -0.095084999999999989 0.14765500000000001 0.078345000000000012 -0.046359999999999991 -0.084794999999999995 -1.0000000180025095e-35 0.042705000000000007 -0.45661999999999997 0.23246000000000003 -0.14186499999999996 0.095285000000000022 0.040760000000000005 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 10 -2 7 20 -3 -10 13 12 -12 14 15 16 17 -4 22 -5 21 -7 -6 26 -25 -26 28 29 -24 -28
right_child=1 8 4 19 18 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00019936621618562919 0.0021228961035885631 0.0010544822711685655 0.0032526738575248603 0.00044494777419266192 0.00057410827749165871 0.000300876437026057 -3.3839065144397857e-05 0.0031624265080916554 0.00031173316099734964 -0.0012194328517210367 0.00054485123191241143 -0.00017015809648591068 0.0032817281089697879 0.0033663851661239266 0.00061609106832003586 0.00084003607237624677 0.0011215931360828131 0.0021228341621613534 0.0030328677665564744 0.0015042040375902398 0.00041975211802144349 0.0015730707342053339 0.0020527232095847638 0.0020304283086477019 0.0013407279461615967 -0.00022789658346600845 0.0023791521571856137 0.0010042360333564011 0.0035490727346153398 0.0017545437222793404
leaf_weight=21 66 35 29 129 21 23 32 21 54 25 22 26 31 24 37 23 32 1135 20 35 41 129 87 102 153 23 127 68 23 527
leaf_count=21 66 35 29 129 21 23 32 21 54 25 22 26 31 24 37 23 32 1135 20 35 41 129 87 102 153 23 127 68 23 527
internal_value=0 0.000958975 0.00190084 0.00113979 0.00191508 0.0013862 0.00118855 0.00137134 0.000203988 -0.000172813 0.00203962 0.0013835 0.00214567 0.00208011 0.00205553 0.00209923 0.00212344 0.00215098 0.00176803 0.000671009 0.00117646 0.00138057 0.00174567 0.00176783 0.00146401 0.00113574 0.00186935 0.00179375 0.0023656 0.00187584
internal_weight=0 590 2531 476 2510 312 246 214 114 79 1359 79 53 1280 1256 1219 1196 1164 1151 164 193 152 1131 1110 278 176 832 722 110 654
internal_count=3121 590 2531 476 2510 312 246 214 114 79 1359 79 53 1280 1256 1219 1196 1164 1151 164 193 152 1131 1110 278 176 832 722 110 654
is_linear=0
shrinkage=0.00928922


Tree=2321
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 157 133 13 9 3 2 133 12 9 4 13 160 0 15 2 12 43 16 0 41 0 150 49 3 12 15
split_gain=4.04826 1.04492 0.580502 0.641904 0.591364 0.519026 0.509636 0.497727 0.461326 0.447046 0.529399 0.438581 0.416046 0.552461 0.40079 0.458141 0.398831 0.392585 0.391731 0.341997 0.324461 0.478598 0.319846 0.347562 0.472934 0.352069 0.40747 0.357542 0.316141 0.304375
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 -0.078254999999999977 0.087435000000000013 -0.0093149999999999986 0.099965000000000012 0.30112000000000005 0.13622000000000004 0.09389500000000002 -0.42850999999999995 0.081890000000000004 0.40124500000000002 0.021350000000000004 -0.086829999999999977 -0.14723999999999998 0.13592500000000005 0.31358000000000003 1.0000000180025095e-35 -0.05647499999999999 -0.43320999999999993 -0.14920999999999998 0.077565000000000009 -0.14116499999999996 -0.091259999999999994 0.12497000000000001 -0.07359499999999998 0.086095000000000019 -0.47308999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 16 -7 9 14 10 19 -11 13 17 15 -5 -6 22 -13 20 29 -22 28 24 -24 -26 -27 -28 -3 -2
right_child=7 12 3 8 5 6 -8 -9 -10 11 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=1.0912115503184846e-05 0.0012717647286970221 0.0033592985410974686 -0.00063097315243673777 0.002822030382776806 0.00051243497918240311 0.0013249545295657506 -0.00068880576956110605 -0.00049447967125097097 0.00056830566636139604 0.0018046584772994465 -0.00030593852892924449 0.00045100671050982914 0.003105241640116582 0.00046355283551309349 0.0006285740575873185 0.0017763282924627452 0.0019718403254798556 0.00097092691063564306 -0.00098647034141999745 0.0020649416629526037 0.00039266478414515314 0.0023344259984376167 0.00042485823103662892 0.00083557482250472552 0.0032690855057648221 0.0019532310075110896 0.0017696446759836338 0.00015670460885662215 0.0018558430099852846 -0.00029851509176150059
leaf_weight=28 24 31 20 51 25 27 24 33 31 20 22 115 29 27 25 250 78 44 23 48 21 33 21 30 20 1912 33 24 26 26
leaf_count=28 24 31 20 51 25 27 24 33 31 20 22 115 29 27 25 250 78 44 23 48 21 33 21 30 20 1912 33 24 26 26
internal_value=0 0.00181011 0.00142197 0.00149637 0.000995617 0.00120686 0.000377303 0.000683238 0.00174044 0.0008003 0.00115189 0.000413102 0.00190887 0.00189287 0.0018519 0.00195351 0.00161762 0.00191089 0.000211427 0.0013629 0.00103887 0.0015793 0.00193061 0.00190986 0.00192589 0.00194174 0.00192826 0.00109051 0.00267351 0.000455219
internal_weight=0 2756 559 531 174 154 51 365 357 332 174 158 2197 2168 326 301 103 2141 138 152 104 54 2097 2040 2010 1989 1969 57 57 50
internal_count=3121 2756 559 531 174 154 51 365 357 332 174 158 2197 2168 326 301 103 2141 138 152 104 54 2097 2040 2010 1989 1969 57 57 50
is_linear=0
shrinkage=0.010055


Tree=2322
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 4 42 4 2 47 14 1 52 1 457 12 151 0 11 13 43 49 159 0 16 16 42 2 12
split_gain=134.819 23.041 14.1345 11.6407 7.41006 6.60221 4.97555 4.34659 4.23623 4.19214 3.65454 2.49543 2.28709 1.97838 1.4911 1.47167 2.07414 1.4017 1.35322 1.5947 1.35257 1.70537 1.37131 1.32892 1.23703 1.22228 2.34823 2.19851 1.11278 2.3364
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.088105000000000003 0.13404500000000005 0.27834500000000006 -0.0060199999999999993 0.40473500000000007 0.089885000000000007 0.13082500000000002 0.062655000000000016 0.15964000000000003 -0.56176499999999996 0.085605000000000014 0.080930000000000016 0.086915000000000006 -0.088784999999999989 0.18019500000000002 1.0000000180025095e-35 -0.10664 0.13895500000000002 0.10084500000000002 0.0089800000000000019 -0.095504999999999993 0.013515000000000001 0.083160000000000026 0.086555000000000007 0.13754500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 17 6 9 -1 -6 11 12 14 28 -11 25 18 -17 -3 19 20 21 -15 23 -22 -16 -5 -27 -28 29 -4
right_child=1 2 10 5 8 -7 -8 -9 -10 13 -12 -13 -14 15 24 16 -18 -19 -20 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0017561159981429255 0.0019128712114028627 0.0012565515891473718 0.00052966647767800959 0.0020333005786645703 0.0017457715062728588 0.0012730396753563465 0.0010949801887930311 0.0010222419905946197 0.00099563945965775716 0.0021960084799290945 0.0011144509808252473 0.0023366583334957789 8.5261142635555069e-05 0.0011687704179196917 0.001635625873100739 0.0011706283442703444 0.001903647921046305 0.00089811221410545749 0.0013840100392471838 0.0021534434908759312 0.0018491190245717704 0.0018791743500691763 0.0016885971737221259 0.0021150117963665035 0.0019216000643448971 0.001324851184794161 0.0021813529780678833 0.0014942664702940235 0.0004445217423276642 0.0010450346503644726
leaf_weight=40 76 40 80 801 74 49 22 63 33 43 37 59 31 21 52 25 22 191 20 47 462 20 141 65 388 22 48 20 89 40
leaf_count=40 76 40 80 801 74 49 22 63 33 43 37 59 31 21 52 25 22 191 20 47 462 20 141 65 388 22 48 20 89 40
internal_value=0 0.00100845 0.000896682 0.00188003 0.00113564 0.00190538 0.00191899 0.00130724 0.00151442 0.00192702 0.000605108 0.00198626 0.000526584 0.00183193 0.00197073 0.00181291 0.00151374 0.00096018 0.00183103 0.00184286 0.00182227 0.00151531 0.00184111 0.00188191 0.0018878 0.00201168 0.0018193 0.00197927 0.000592044 0.000701456
internal_weight=0 691 615 2430 338 2327 2278 103 107 2256 277 1390 240 866 1331 823 47 231 776 756 709 41 668 527 440 891 90 68 209 120
internal_count=3121 691 615 2430 338 2327 2278 103 107 2256 277 1390 240 866 1331 823 47 231 776 756 709 41 668 527 440 891 90 68 209 120
is_linear=0
shrinkage=0.00174112


Tree=2323
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 47 43 4 14 2 2 150 2 4 4 3 0 0 16 0 4 3 1 15 47 43 160 15
split_gain=231.521 27.8844 23.3951 20.8412 14.047 9.82036 8.25056 6.16506 5.55751 4.8652 4.41975 4.18709 4.18137 4.15977 4.095 3.84719 3.44439 2.59791 2.42565 2.39244 2.91264 2.21128 2.80639 2.30001 1.96215 1.7222 1.64139 1.59327 1.42313 1.39362
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.088105000000000003 0.09141500000000001 0.13082500000000002 -0.04890499999999999 0.40473500000000007 0.076175000000000007 0.098035000000000011 0.13501500000000002 1.0000000180025095e-35 0.14838000000000004 0.40945500000000007 0.033845000000000007 -0.116045 -0.10011499999999998 -0.11173999999999999 -0.43320999999999993 -0.23194499999999998 -0.064054999999999987 0.013900000000000001 0.096255000000000021 -0.037864999999999989 0.090100000000000013 -0.090299999999999991 -1.0000000180025095e-35 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 26 10 14 27 -7 19 21 16 -10 15 -5 18 -18 -8 20 -4 -1 -23 -24 -15 -13 -3 -6 -17 -16
right_child=1 3 6 7 8 9 12 -9 13 -11 -12 25 -14 24 29 28 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002605411842449439 0.002015065449247845 0.00084871455735213415 0.0020938784060628365 0.00095214896351023882 0.0014831695818720342 0.001827754808138583 0.0024822358144223466 0.0011295514643147424 0.0017887920323849753 0.0010250212128204109 0.0026389258077017001 0.0019074549113283796 0.0014324911124071796 0.0015650830432981282 0.00039691751572332775 0.00070577759190307721 0.0012305171507058139 0.001844055176296245 0.0020083077581703047 0.0021562586623701131 0.0013394743436661745 0.0023173268922185445 0.0020405761177469733 0.0013960826774566705 0.00089627816112244137 0.001385919075189477 0.0012706608090297131 0.00097682737319391543 0.00029932843741320756 -2.4022844839054764e-05
leaf_weight=21 52 152 35 45 20 57 28 34 93 28 46 31 36 20 31 29 20 121 658 1145 20 52 40 21 24 32 27 68 82 53
leaf_count=21 52 152 35 45 20 57 28 34 93 28 46 31 36 20 31 29 20 121 658 1145 20 52 40 21 24 32 27 68 82 53
internal_value=0 0.000912328 0.00200931 0.000805744 0.00167036 0.00112195 0.00207713 0.000501077 0.00140115 0.00156332 0.00215922 0.00197785 0.00195861 0.00159978 0.000412043 0.0005632 0.00198151 0.00175703 0.00202765 0.00214083 0.00181955 0.00213549 0.00204816 0.0018187 0.00120028 0.00164255 0.00091236 0.00109191 0.000405518 0.000131324
internal_weight=0 590 2531 538 422 264 2109 274 225 85 1246 197 863 137 240 156 827 141 686 1200 55 134 113 61 44 63 179 88 111 84
internal_count=3121 590 2531 538 422 264 2109 274 225 85 1246 197 863 137 240 156 827 141 686 1200 55 134 113 61 44 63 179 88 111 84
is_linear=0
shrinkage=0.00157699


Tree=2324
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 1 2 0 49 4 4 2 150 1 12 50 1 40 4 2 14 42 475 0 0 15
split_gain=309.736 50.6184 25.4255 23.2574 18.5678 14.8754 10.3389 8.66138 8.55982 7.93969 7.43102 5.23331 5.82597 4.60859 4.12228 4.0663 3.91574 3.75112 3.05068 2.85484 2.80921 2.30377 2.20167 2.03215 1.91392 2.26693 1.78337 1.77725 1.54244 1.47384
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14960000000000004 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 -0.15289999999999995 0.11704500000000001 1.0000000180025095e-35 0.085605000000000014 0.09141500000000001 0.041865000000000006 0.13075500000000004 -0.077474999999999988 -0.52556499999999995 0.31358000000000003 -0.46166999999999997 0.095185000000000006 -0.079029999999999975 -0.07929499999999999 -0.14454499999999995 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 6 7 21 11 -8 -5 16 12 17 18 -10 -2 26 28 22 23 -4 -3 -13 -6 -16 -26 -7 -24 -1 -19
right_child=1 4 20 9 19 10 8 -9 14 -11 -12 13 -14 -15 24 -17 -18 29 -20 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024435377645123466 0.0021034569233394232 0.0005310889429284933 0.00098198907901052767 0.0020510618117478424 -6.9512051312563771e-05 0.0023734368257959482 0.0015420902236942759 0.0028737969100116668 0.0014999642900374211 0.0010070468002737728 0.0010510861406727208 0.0029180492410540077 0.0025803939134458678 0.0019575361346396069 0.0011169699470496065 0.0012574301216310146 0.0013697389441870852 0.0018430365375666936 0.0022165231628775376 0.00042092677720807526 0.00027716715670476335 -8.4678038657615186e-06 0.0023991894640010307 -0.00066757304124329066 0.0006752595130753411 4.2109891234741368e-05 0.0020115322452121959 0.0021809096695634394 0.0018524172079971252 0.0012563911731667352
leaf_weight=23 124 47 60 34 61 47 54 79 20 63 26 23 36 104 24 20 27 20 460 26 24 49 970 24 120 20 339 128 32 37
leaf_count=23 124 47 60 34 61 47 54 79 20 63 26 23 36 104 24 20 27 20 460 26 24 49 970 24 120 20 339 128 32 37
internal_value=0 0.000874784 0.00154188 0.00220849 0.000532991 0.00224296 0.000738021 0.00230932 0.000932575 0.00137299 0.00195392 0.00228499 0.00197108 0.00231256 0.000753695 0.00198595 0.00201076 0.00177523 0.00233592 -8.3945e-05 0.000780611 0.00025569 0.00238491 -0.000238376 0.000662687 0.00058481 0.0020556 0.00237374 0.00209961 0.00146223
internal_weight=0 673 228 2448 445 2351 334 1912 238 97 439 1833 148 1685 184 144 413 112 1581 111 84 96 1121 85 164 140 386 1098 55 57
internal_count=3121 673 228 2448 445 2351 334 1912 238 97 439 1833 148 1685 184 144 413 112 1581 111 84 96 1121 85 164 140 386 1098 55 57
is_linear=0
shrinkage=0.00174112


Tree=2325
num_leaves=31
num_cat=0
split_feature=1 52 3 4 1456 2 2 9 41 10 50 2 12 2 16 0 157 48 0 42 12 52 13 15 3 1454 51 1213 2 4
split_gain=6.108 1.41183 0.88276 0.697454 0.64347 0.612032 0.55496 0.744195 0.508277 0.444298 0.438049 0.422008 0.401479 0.392877 0.390118 0.389652 0.59141 0.665015 0.536445 0.689111 0.546906 0.47711 0.469596 0.930325 0.482453 0.457815 0.518743 0.472763 0.456615 0.440988
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 -0.049894999999999995 0.13404500000000005 0.11682500000000001 -1.0000000180025095e-35 0.08690500000000001 -0.0026549999999999994 0.098445000000000019 0.089005000000000015 -0.42850999999999995 0.15950500000000004 0.11346000000000002 -0.083914999999999976 -0.081889999999999991 0.081275000000000014 -0.071719999999999992 0.11387000000000001 0.090840000000000018 0.085540000000000019 0.0061450000000000003 0.092145000000000019 -0.073884999999999992 0.090210000000000026 0.11984500000000002 0.104315 0.086000000000000007 -0.079764999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 11 7 9 -8 -6 -9 15 -4 -14 -7 25 -17 18 19 20 21 -18 23 -22 -25 26 27 29 -23 -1
right_child=1 2 12 -5 6 14 8 10 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024291294258432716 0.0019062478090799779 0.0022072529608917683 0.00082625956717827275 0.00035726895099108503 0.00079266711448791843 0.00020059913119653905 0.00043393575690601571 0.0012092961634936124 0.0017590642059505507 -0.00066099637001317544 0.0024103630813167571 0.0016971333200900879 0.0001853958643478204 -0.0011285289884731789 0.0016599602889503338 0.00062879603682423272 0.0018882533388680748 0.00060251869278542985 0.0025342084488465151 0.00044381264984437268 0.0034846574062608869 0.00046105096281440488 0.0015361858668708525 0.00091928637765367868 0.0025174474707662679 0.0010866645814815537 0.00078975787115016566 0.0012066224952343994 0.0016325487316151987 0.0020030860225451704
leaf_weight=249 87 25 35 22 44 25 192 204 21 20 22 1003 46 22 23 29 179 28 71 24 42 36 39 21 30 32 20 36 55 439
leaf_count=249 87 25 35 22 44 25 192 204 21 20 22 1003 46 22 23 29 179 28 71 24 42 36 39 21 30 32 20 36 55 439
internal_value=0 0.000940505 0.000807352 0.00179054 0.000940945 0.00180378 0.000878008 0.00110821 0.000564582 0.000338397 0.00132621 0.00182238 0.000122521 -0.000239697 0.000899876 0.00191683 0.00175301 0.00181511 0.00188342 0.00177496 0.00185443 0.00164587 0.00228102 0.00259338 0.00185938 0.00203378 0.00207452 0.00211001 0.0011691 0.00215728
internal_weight=0 718 631 2403 528 2381 503 290 213 64 226 2333 103 68 48 1330 554 525 497 426 402 270 132 93 51 776 744 724 91 688
internal_count=3121 718 631 2403 528 2381 503 290 213 64 226 2333 103 68 48 1330 554 525 497 426 402 270 132 93 51 776 744 724 91 688
is_linear=0
shrinkage=0.00808683


Tree=2326
num_leaves=31
num_cat=0
split_feature=1 52 1 44 123 4 10 2 131 14 3 16 2 2 16 13 1 2 157 0 1447 393 484 159 1 12 160 3 158 0
split_gain=4.94748 1.14358 0.788463 1.01984 0.596339 0.564938 0.550861 0.508174 0.490319 0.434281 0.419382 0.463012 0.410999 0.764765 0.490321 0.533241 0.468312 0.397079 0.397293 0.396669 0.457193 0.399799 0.434977 0.382614 0.731454 0.720352 0.56546 0.531016 0.49113 0.453385
threshold=0.10337500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.11679000000000002 0.40124500000000002 -0.074314999999999978 0.15109000000000003 0.093840000000000021 -0.47071999999999997 0.10542000000000001 0.27776000000000006 0.10855000000000002 -1.0000000180025095e-35 -0.50339499999999993 -0.0075049999999999987 0.10557500000000002 0.089005000000000015 -0.41966499999999995 -0.086284999999999987 -0.085644999999999985 0.092975000000000016 0.091180000000000011 0.0089800000000000019 0.086920000000000011 0.087695000000000009 0.08443500000000001 -0.092174999999999993 0.083705000000000016 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 9 7 -4 10 -8 -3 17 -12 13 14 -11 -16 -15 19 -19 -1 -21 22 -22 24 29 26 -26 -25 -29 -20
right_child=1 2 6 -5 -6 -7 8 -9 -10 12 11 -13 -14 16 15 -17 -18 18 23 20 21 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.0024161648945813705 0.0021758248372605528 0.0024404938540197011 -0.001324473214642716 0.0032475105979501437 -0.00070031561279317815 0.00040779303934517381 0.0009204901191931916 0.00047049080435362429 -0.00091259233979360433 0.0017662439834501625 0.00019903978250999767 0.0022465643371353053 0.00069460114669329346 0.00045214213261785896 0.00074016667570872888 -0.0012357618272289812 0.0021326116158098701 0.0033321635602777721 0.0034448576351952627 0.00083692289265902432 0.002002030014185681 0.0031781614479290793 0.0032848789486479122 0.001321194164905199 -0.0004002402962572234 0.0026114344762095502 0.0014501501832038706 0.0032386215625900324 0.0019892849746059264 0.0018781295880967311
leaf_weight=559 87 23 22 22 21 22 66 21 20 29 26 21 233 21 51 20 103 21 20 31 673 35 29 41 38 21 32 71 62 680
leaf_count=559 87 23 22 22 21 22 66 21 20 29 26 21 233 21 51 20 103 21 20 31 673 35 29 41 38 21 32 71 62 680
internal_value=0 0.00107351 0.000921525 0.00108627 0.000991368 0.00204375 0.000123723 0.00205887 0.000494192 0.00106538 0.002073 0.00111389 0.000996172 0.00130986 0.000642543 0.000183567 0.00184802 0.00209249 0.0019366 0.00220832 0.00205704 0.00210836 0.00205503 0.00190623 0.00181044 0.000945448 0.000445652 0.00234165 0.00265622 0.00192289
internal_weight=0 718 631 523 501 2403 108 2381 86 480 2360 47 457 224 100 71 124 2313 986 1327 768 737 702 965 791 91 70 174 133 700
internal_count=3121 718 631 523 501 2403 108 2381 86 480 2360 47 457 224 100 71 124 2313 986 1327 768 737 702 965 791 91 70 174 133 700
is_linear=0
shrinkage=0.0102561


Tree=2327
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 0 123 402 10 11 160 124 13 12 12 3 43 156 157 51 124 123 4 16 48 43 48 3 49 1
split_gain=4.00746 0.931926 0.684224 0.626285 0.493364 0.469128 0.431928 0.399532 0.377757 0.402976 0.494044 0.382237 0.376358 0.358791 0.629248 0.357148 1.098 0.334039 0.411079 0.350042 0.347004 0.334151 0.343833 0.730764 1.16748 0.322385 0.309452 0.308808 0.301177 0.275854
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.22582000000000002 0.11679000000000002 0.086055000000000006 -0.086389999999999981 1.0000000180025095e-35 -0.085764999999999994 -0.076779999999999987 0.086705000000000018 0.10589000000000003 0.11903500000000002 -0.12018999999999998 -0.13868499999999997 0.096220000000000014 -0.013144999999999999 0.10532000000000001 -0.087239999999999984 0.091810000000000017 -0.010655 -0.42170999999999997 0.087310000000000013 -0.072864999999999985 0.10184000000000001 -0.073309999999999986 -1.0000000180025095e-35 0.11103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 6 -4 8 17 13 -1 11 -11 -10 -12 25 -15 16 -13 18 -3 20 -20 22 28 -24 -25 -2 -17 -28 -22 -27
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 12 15 -14 14 -16 26 -18 -19 19 -21 21 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=0.0003759040239303135 0.0011862538704403365 -0.00052853322035548503 -0.0012134902179428205 0.0022333130792866109 0.00026842381527560809 0.00026205427700157972 -0.00055256087891294493 0.00011403191027505496 0.00096191511459802891 0.00091582695750762897 0.0026284228859202179 0.0022950450215323205 0.0015216693608181304 0.00018539472677453345 0.0020421202559160996 0.0015986699745857405 1.8284440117449443e-05 0.0016098269445121642 0.0015204132933094687 0.0015755365209926193 0.0017262551070764563 0.0015040988970009786 0.00068314801656719332 -0.0020449246569799527 0.00041721945203181804 0.0015471329638017273 0.0014478703235870014 0.00044618998739084779 0.00038035701172032025 0.0025900164052690142
leaf_weight=20 80 20 21 20 78 21 20 21 83 24 72 26 33 41 20 1983 39 30 29 33 24 23 95 23 37 47 68 34 25 31
leaf_count=20 80 20 21 20 78 21 20 21 83 24 72 26 33 41 20 1983 39 30 29 33 24 23 95 23 37 47 68 34 25 31
internal_value=0 0.000808438 0.00058936 0.000755304 -4.59216e-05 0.00153911 0.000672963 0.00124477 0.00155037 0.00156031 0.00202668 0.00153337 0.00228059 0.00135319 0.000794157 0.00155543 0.000928989 0.000745266 0.000661328 0.000743671 0.000636438 0.000523508 0.000412951 0.000214858 -0.000526602 0.00156903 0.00157496 0.00111398 0.00103957 0.00196161
internal_weight=0 718 478 379 99 2403 359 240 2382 2362 129 2233 105 219 61 2150 65 339 309 289 256 227 204 155 60 158 2085 102 49 78
internal_count=3121 718 478 379 99 2403 359 240 2382 2362 129 2233 105 219 61 2150 65 339 309 289 256 227 204 155 60 158 2085 102 49 78
is_linear=0
shrinkage=0.00858181


Tree=2328
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 4 43 2 0 4 0 52 14 1 12 4 15 2 150 4 16 49 0 15 39 13 3 0
split_gain=118.064 14.6654 13.29 8.13303 7.12813 6.05287 4.46377 4.26515 4.26382 2.76614 2.64739 2.5899 2.44586 2.40667 2.1078 1.94236 1.65277 1.57455 2.5125 1.98416 1.5697 1.48178 1.62278 1.39888 1.29381 1.76377 1.16849 1.03805 0.989721 0.962598
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.091475000000000015 -0.17966999999999997 -0.025214999999999998 0.11177500000000001 -0.23194499999999998 0.033845000000000007 1.0000000180025095e-35 0.048770000000000008 0.076175000000000007 0.10124500000000002 0.13597000000000004 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.091105000000000005 -0.011209999999999999 -0.008904999999999998 -0.012034999999999999 -0.11173999999999999 -0.095244999999999982 0.095830000000000012 -0.47860499999999995 0.14121000000000003 -0.09595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 10 8 14 -6 26 -10 -1 16 15 27 24 20 29 19 -19 -12 -9 -11 28 -2 25 -4 -3 -7 -23 -8
right_child=1 5 6 -5 7 13 11 12 9 21 17 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022216173215963502 0.0011539741373039077 0.00074401508226348443 0.0019118569910979311 0.00084014010933192575 0.0018148985146754591 0.00030528390167519539 0.0020088245441589629 0.0014711987074808005 0.001399387860470282 0.0012712182090066756 0.0019628001898098612 0.0014788854519609323 0.00060706072409626101 0.00067526236968333759 0.0021823046771318549 0.0010067581085825353 0.0013263970039438927 0.0016250072462968335 0.0010223258352222955 0.0013441789552380359 0.0009463596911099307 0.0011294293662547094 0.00042436821179369613 0.0016423106893490034 0.001829372437766286 0.0013117021859099616 0.00045541273376947252 -0.00015213263720394296 0.00071637281880372757 0.0017197631987251735
leaf_weight=22 20 95 24 74 31 33 34 79 39 22 53 156 21 34 46 74 29 76 26 20 20 33 25 92 1156 32 67 24 32 632
leaf_count=22 20 95 24 74 31 33 34 79 39 22 53 156 21 34 46 74 29 76 26 20 20 33 25 92 1156 32 67 24 32 632
internal_value=0 0.000881807 0.00171311 0.00127066 0.00144202 0.000702781 0.00176736 0.0012385 0.000813231 0.00101554 0.00167446 0.00167375 0.00114639 0.00032288 0.00183068 0.00121186 0.00171749 0.00160567 0.00147138 0.00179331 0.00136517 0.000881885 0.000786714 0.00155511 0.00181734 0.00156891 0.000624655 0.000112687 0.000926078 0.00173452
internal_weight=0 590 2531 186 422 404 2109 225 313 151 197 851 194 91 1258 173 695 175 102 73 99 112 90 112 1212 56 162 57 65 666
internal_count=3121 590 2531 186 422 404 2109 225 313 151 197 851 194 91 1258 173 695 175 102 73 99 112 90 112 1212 56 162 57 65 666
is_linear=0
shrinkage=0.00167351


Tree=2329
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 1 4 2 14 47 15 47 0 0 14 47 0 16 1 49 3 50 16 0 3 16
split_gain=181.836 21.884 18.1198 11.883 10.7454 7.93374 6.92791 5.24841 5.21724 4.39958 3.36538 3.25925 2.97458 2.77218 2.59782 2.56029 2.27658 2.25428 2.17576 2.20949 2.12429 2.18194 2.08876 1.96741 2.2011 1.8275 1.71227 1.49598 1.47229 1.36143
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.09253500000000002 0.14753000000000002 0.09141500000000001 0.40945500000000007 -0.16363499999999997 0.12408500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.10019500000000002 0.13592500000000005 0.091680000000000011 -0.062294999999999996 -0.15350499999999997 0.062655000000000016 0.077555000000000013 -0.11173999999999999 -0.43320999999999993 0.122715 -0.066019999999999981 -0.013929999999999998 0.041865000000000006 0.10994000000000002 -0.09595999999999999 0.090900000000000009 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 7 12 13 -6 -9 14 18 20 17 27 23 -15 -3 19 26 21 -4 -2 24 -10 -7 28 -8 -1 -29
right_child=1 5 6 -5 8 25 10 9 15 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0016671212546618768 0.0017404017423623703 0.0012553516517817098 0.0018760091855816376 0.00074109295824095972 0.0018257331157944601 2.6824932847651043e-05 0.0021667975425174635 0.00084902209566761885 0.00082160163620551138 0.00024124676590987158 0.0015471815772965991 0.0011240286395755069 0.0023789468355106822 0.0015254485222256202 0.001262941376359942 0.0015119508789039526 0.00079653016322159514 0.00064768111627490062 0.002298948997176942 0.0021451129067024642 0.0019607375590692437 0.0011830902584199245 0.0012186744275974326 0.0007849930977465101 0.0015097171696569058 0.00056605632687839892 0.0019741483028810681 0.0019023342387671097 0.0012304681780264328 0.0017474725884500594
leaf_weight=95 83 21 35 74 31 75 36 53 23 90 160 22 46 30 23 30 20 92 22 32 1145 20 29 71 30 23 38 286 28 358
leaf_count=95 83 21 35 74 31 75 36 53 23 90 160 22 46 30 23 30 20 92 22 32 1145 20 29 71 30 23 38 286 28 358
internal_value=0 0.000786475 0.00181815 0.00126148 0.0015016 0.000567784 0.00188149 0.000700502 0.00119935 0.000466506 0.00176624 0.00173754 0.00196131 0.000905786 0.0018161 0.00107326 0.00123388 0.000760611 0.00180032 0.00174348 0.00194531 0.00162404 0.00160531 0.00096712 0.0012111 0.000153379 0.00166365 0.00183481 0.00156772 0.00181625
internal_weight=0 590 2531 186 422 404 2109 306 185 143 863 237 1246 163 703 154 50 113 215 193 1200 55 112 124 53 98 161 680 123 644
internal_count=3121 590 2531 186 422 404 2109 306 185 143 863 237 1246 163 703 154 50 113 215 193 1200 55 112 124 53 98 161 680 123 644
is_linear=0
shrinkage=0.00167351


Tree=2330
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 2 1 2 2 0 150 1 50 52 49 1 2 0 4 43 11 4 1 14 2 15 1
split_gain=213.984 24.2887 23.5405 14.1706 12.9193 10.1854 9.7211 7.20554 6.61361 6.14812 5.18528 5.17033 2.95797 4.01388 2.85747 2.67483 2.44259 2.38476 2.20302 2.11511 2.00358 1.88923 1.72774 1.63062 1.59354 1.49881 1.45038 2.24558 1.36856 1.54978
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14285500000000004 0.14122000000000004 0.076175000000000007 -1.0000000180025095e-35 0.077845000000000011 0.089885000000000007 0.10803500000000001 -0.13027499999999997 0.081835000000000019 0.091195000000000012 0.041865000000000006 -0.56176499999999996 -0.012034999999999999 0.12958500000000003 -1.0000000180025095e-35 0.18019500000000002 -0.033174999999999989 -0.080324999999999994 1.0000000180025095e-35 0.024790000000000003 0.12000500000000001 -0.41076499999999994 0.12198500000000001 -0.41396999999999995 0.14000500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 8 7 10 25 -4 14 18 13 -12 -1 28 -14 -2 -10 -16 24 -13 -11 -9 -18 -3 -5 -28 -7 -30
right_child=1 5 9 26 -6 15 -8 23 11 22 12 21 16 -15 19 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0026224418760208068 0.0017069937027678935 0.0012685306342847932 0.0023985258964320331 0.0016591984358655654 0.0016202636201627257 0.00079679705973535102 0.0017175914529404023 0.0026449789005426735 0.0023437677035899034 0.0016456554406881897 0.0023623132809299286 0.001763056429495642 0.0027995080730250956 0.0015227074561980358 0.0019379021713324175 0.0011624536484197386 0.0024869436446126828 0.002344596969002358 0.0015763418343841588 0.0024719723214015415 0.0019053109005791069 0.0012449955479969766 0.0011130881542462071 0.0031690672102287834 0.0023091879579404308 0.00078016515428006277 0.0014076890349483436 0.00069703350918563073 0.00067080212439231716 7.5434189830431766e-05
leaf_weight=1118 20 24 28 21 45 36 41 23 22 59 52 23 53 23 23 26 559 92 20 214 20 138 24 60 189 66 33 20 24 25
leaf_count=1118 20 24 28 21 45 36 41 23 22 59 52 23 53 23 23 26 559 92 20 214 20 138 24 60 189 66 33 20 24 25
internal_value=0 0.00135485 0.00247401 0.00185527 0.00250858 0.00112445 0.00252541 0.0025396 0.001288 0.00172042 0.00252174 0.00145542 0.00242297 0.00210483 0.00258706 0.000692735 0.00245203 0.00223074 0.00197833 0.00242014 0.00242805 0.001319 0.00149166 0.00302384 0.00244203 0.000910396 0.00128699 0.00113952 0.000549056 0.000367043
internal_weight=0 590 2531 186 2420 404 2375 2334 293 111 2251 203 896 75 1355 111 821 112 42 237 768 161 83 83 748 90 74 53 85 49
internal_count=3121 590 2531 186 2420 404 2375 2334 293 111 2251 203 896 75 1355 111 821 112 42 237 768 161 83 83 748 90 74 53 85 49
is_linear=0
shrinkage=0.00167351


Tree=2331
num_leaves=31
num_cat=0
split_feature=1 12 1 15 4 0 15 4 4 4 15 0 2 3 133 1375 13 3 4 4 2 2 4 2 11 15 484 12 16 48
split_gain=5.63432 1.46811 0.745618 0.58795 0.58325 0.545473 0.519534 0.516635 0.504847 0.477283 1.19708 0.456832 0.456354 0.450115 0.45234 0.563924 0.458179 0.431435 0.686904 0.728627 0.636781 0.422602 0.566255 0.481337 0.398005 0.535368 0.468593 0.421876 0.478279 0.381833
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.035560000000000008 0.40124500000000002 -0.23194499999999998 -0.43375999999999998 0.053180000000000012 0.51388000000000011 -0.064054999999999987 -0.033689999999999991 -0.0058249999999999994 0.14530500000000005 -0.11171999999999999 0.087435000000000013 -0.096099999999999977 -0.0095349999999999983 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 0.092235000000000025 0.42642000000000008 -0.0091949999999999983 0.080455000000000013 0.040760000000000005 -0.011854999999999999 0.090020000000000017 0.62925500000000012 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 12 -1 8 17 -6 -7 -11 -8 29 -4 15 -15 -16 20 19 -19 -3 23 -23 -17 26 27 -22 -26 -29 -2
right_child=4 7 3 -5 6 9 11 -9 -10 10 -12 -13 -14 14 16 21 -18 18 -20 -21 24 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0036149632423589555 0.0019771729899515367 0.0041939126825660464 2.558954031576698e-05 0.0025926278131054264 0.0019890263546627207 0.0025631770700494157 0.00025503951851373855 0.00180106087045395 0.0004430067571803466 0.0021584085302719085 -0.00027799953257343887 -0.0013682307017492189 0.0003441472010791356 -3.2764255599587157e-05 0.0013406335727555246 0.0012792693527218331 -0.00067400408529749917 0.0021824422238656397 0.0022500114755684602 -0.00015995501181803701 0.0027203238886025463 0.0011387588262147066 0.0028095150046822228 0.0030454803108502337 0.0012642994915576865 0.0042905908505079084 0.00054372813455777047 0.003823742920697799 0.0020409063775935128 0.0008151976040396856
leaf_weight=22 73 26 29 35 29 72 65 283 81 75 28 24 46 22 25 26 21 29 1691 25 20 141 24 39 22 20 20 29 32 47
leaf_count=22 73 26 29 35 29 72 65 283 81 75 28 24 46 22 25 26 21 29 1691 25 20 141 24 39 22 20 20 29 32 47
internal_value=0 0.00208499 0.00162492 0.00135401 0.000755573 0.00212271 0.000388469 0.00220205 0.000850594 0.00193512 0.00149608 -0.000182696 0.00119565 0.00122144 0.00133782 0.00150519 0.000420908 0.00226134 0.00221436 0.001098 0.00274643 0.0016523 0.00138178 0.002339 0.00248325 0.00281382 0.00163203 0.00245798 0.00288848 0.00152207
internal_weight=0 2756 559 362 365 197 199 2197 110 175 103 89 166 327 298 252 46 1914 1745 54 169 230 165 65 143 103 40 83 61 120
internal_count=3121 2756 559 362 365 197 199 2197 110 175 103 89 166 327 298 252 46 1914 1745 54 169 230 165 65 143 103 40 83 61 120
is_linear=0
shrinkage=0.010055


Tree=2332
num_leaves=31
num_cat=0
split_feature=1 52 1 9 44 3 40 15 0 1 2 157 159 4 1 131 50 51 1 2 52 49 41 41 13 4 16 16 475 14
split_gain=4.62956 0.836258 0.74155 0.617011 0.562483 0.600889 0.515148 0.469869 0.759952 0.611702 0.62284 0.524338 0.466133 0.448328 0.534709 0.439115 0.419926 0.637372 0.646293 0.421383 0.410413 0.394125 0.391627 0.646774 0.55221 0.404204 0.716318 0.777815 0.420797 0.389708
threshold=0.10752500000000002 -0.40306999999999998 0.16773500000000005 -1.0000000180025095e-35 0.081805000000000017 0.10732000000000001 0.0046150000000000002 -0.033689999999999991 -0.030209999999999997 0.095695000000000016 0.088125000000000023 -0.11947499999999998 0.078675000000000009 0.022185000000000003 0.08592000000000001 0.09031500000000002 -0.24464999999999995 -0.086719999999999978 0.11551000000000002 0.090310000000000015 -0.14765999999999999 0.10440000000000001 0.075585000000000013 0.083525000000000016 -0.117405 -0.50262499999999988 0.062650000000000025 0.083160000000000026 -0.086169999999999983 -0.072219999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 16 -1 5 6 7 8 9 12 -11 -9 13 -5 -15 -2 -3 -18 19 -19 -14 -22 24 -24 -13 -26 -27 -28 -29 -20
right_child=1 2 -4 4 -6 -7 -8 11 -10 10 -12 22 20 14 -16 -17 17 18 29 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.0002885382335333112 0.0024672375291092266 0.0017761045390182414 -0.00081305268910247049 0.0016159096794948293 0.0027533924804946735 0.00078243248742563469 0.00042052857698458206 0.0026271281236090959 -6.076640259181856e-05 0.0014583068710766782 0.00010436305160393142 0.00028065402339298148 0.0030691689519359222 0.0012820111919167238 -0.00015983262943770131 0.00094674355558029195 -0.00037636127831782606 0.0019697559252779902 0.0010952645110985258 0.00094827591192819067 0.0020872056835145167 0.00096362585299135536 0.0030633856371209004 0.0014537852984300922 0.002263117065360613 0.0016858239540048837 -0.00047567628752107055 0.0021627802064480548 0.00095323982810108069 0.0004102212733044109
leaf_weight=25 28 25 22 414 28 63 25 40 22 53 41 20 21 140 20 24 36 39 73 93 88 28 35 33 72 1250 20 28 65 250
leaf_count=25 28 25 22 414 28 63 25 40 22 53 41 20 21 140 20 24 36 39 73 93 88 28 35 33 72 1250 20 28 65 250
internal_value=0 0.000766594 0.000670049 0.00157797 0.00159084 0.0015777 0.00159845 0.00161077 0.00145177 0.0014931 0.000867757 0.0016949 0.00157578 0.0014726 0.00110178 0.00176547 0.000733282 0.000680185 0.00076378 0.00125008 0.00200809 0.001816 0.00167041 0.00228226 0.00164182 0.00166079 0.00162897 0.00100004 0.0013174 0.000565045
internal_weight=0 590 538 2531 2506 2478 2415 2390 827 805 94 1563 711 574 160 52 516 491 455 132 137 116 1523 68 1455 1435 1363 113 93 323
internal_count=3121 590 538 2531 2506 2478 2415 2390 827 805 94 1563 711 574 160 52 516 491 455 132 137 116 1523 68 1455 1435 1363 113 93 323
is_linear=0
shrinkage=0.00824856


Tree=2333
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 2 4 4 4 4 0 2 0 12 0 0 12 11 11 4 3 2 0 131 2 160 43 2 0
split_gain=108.786 13.486 11.2858 7.7701 6.81479 4.56817 4.07124 4.80803 3.60161 3.56997 2.46059 2.33941 2.06542 1.93346 1.7828 1.74179 1.73637 2.72311 1.69077 1.75521 1.63082 2.77914 1.5605 1.55295 1.55084 1.95363 1.15266 1.06197 2.07574 1.5845
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090455000000000021 0.14285500000000004 0.40945500000000007 0.40124500000000002 -0.17966999999999997 0.033845000000000007 1.0000000180025095e-35 0.10402500000000002 -0.23194499999999998 -0.086254999999999984 -0.23001499999999997 -0.097024999999999986 0.13597000000000004 1.0000000180025095e-35 0.080150000000000013 -0.059649999999999988 0.013900000000000001 0.099185000000000009 -0.11242999999999999 0.086835000000000009 0.31358000000000003 -0.067824999999999983 -0.08076499999999999 0.11177500000000001 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 13 18 7 -3 -5 -6 16 12 14 -1 -11 -16 -7 -18 23 -20 22 -22 -15 -4 25 -8 -9 29 -29 -2
right_child=1 6 5 8 9 10 24 26 -10 11 -12 -13 -14 20 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021091173241057858 0.00040535867940453294 0.0011167113801305937 0.0014414900921686648 0.0016273614171729114 0.001756820426167832 0.0020247069597349519 0.0004592601980194548 0.00090743111365979782 0.00097641203577969438 0.0011366982235361924 0.0014704880754276121 0.00066198296539952289 0.00099534138948477284 0.0019311956966105675 0.0012609015221227912 0.0018051741707714071 0.0016858915678286924 0.0011458174027359513 0.0022787850304020496 0.0018104215723967765 0.0016271114672684818 0.0010178692960541524 0.0014038819620301973 0.0017908072032387897 0.00080900161058011853 -0.00011078172628749826 0.00048994683895606217 0.0013941343685143616 0.00090944432351147209 0.0010164795843111143
leaf_weight=22 21 78 34 91 31 37 70 22 29 50 169 21 62 53 29 32 715 25 37 47 76 26 20 1045 22 20 77 29 108 23
leaf_count=22 21 78 34 91 31 37 70 22 29 50 169 21 62 53 29 32 715 25 37 47 76 26 20 1045 22 20 77 29 108 23
internal_value=0 0.000914357 0.00168135 0.00115265 0.00144123 0.00172939 0.000666171 0.000818039 0.00147005 0.00124996 0.00164639 0.00116897 0.00123051 0.00165968 0.00136186 0.00154642 0.00168465 0.00166765 0.00179691 0.00201672 0.00160318 0.00147181 0.00178673 0.0017798 0.000426166 0.000332584 0.000582721 0.000942218 0.00101204 0.000724808
internal_weight=0 590 2531 301 422 2109 289 177 120 225 946 194 173 197 111 61 777 740 1163 84 175 102 73 1079 112 90 99 181 137 44
internal_count=3121 590 2531 301 422 2109 289 177 120 225 946 194 173 197 111 61 777 740 1163 84 175 102 73 1079 112 90 99 181 137 44
is_linear=0
shrinkage=0.00160853


Tree=2334
num_leaves=31
num_cat=0
split_feature=1 3 4 376 130 9 1373 1373 44 2 150 16 2 11 1443 11 484 4 1429 13 43 14 132 3 159 1429 483 43 132 0
split_gain=4.33709 0.794589 0.679484 0.763941 0.674981 0.54211 0.52406 0.469248 0.470248 0.50479 0.519131 0.866921 0.410574 0.39226 0.497226 0.400556 0.376664 0.376247 0.698862 1.27858 0.454581 0.37551 0.349728 0.587372 0.349633 0.430361 0.388904 0.345086 0.334081 0.327065
threshold=0.10752500000000002 0.30112000000000005 0.41257000000000005 0.083785000000000012 -0.076894999999999977 -1.0000000180025095e-35 0.086880000000000013 0.078175000000000008 0.081805000000000017 0.097070000000000004 0.091105000000000005 -0.088394999999999987 0.14838000000000004 0.080455000000000013 0.090090000000000017 0.084680000000000019 0.12364500000000002 -0.17966999999999997 0.084770000000000012 -0.046499999999999993 -0.081944999999999976 -0.47071999999999997 0.10613500000000002 0.42240500000000009 0.11109000000000001 0.08103500000000001 -0.17649999999999996 0.0061450000000000003 0.078465000000000021 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 8 9 10 13 -12 28 14 17 -15 -11 -7 24 20 -20 -4 23 -3 25 29 -26 -23 -6 -19
right_child=1 22 21 -5 12 6 -8 -9 -10 16 11 -13 -14 15 -16 -17 -18 18 19 -21 -22 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0003358423900003258 3.4850737531237603e-06 0.00028018770271812712 0.0015318594264754556 2.4734293806290201e-05 0.0017242556820188748 0.0022840193294444838 0.0005952386811716229 0.0026956824332605928 0.0026226541637790778 0.0013020632723783126 -0.00018790320485821604 0.0015040750961763647 0.00036467575226470676 0.0032439476021848069 0.00042711694968684501 0.001684032694305633 0.0023562273558953494 0.0022413197124814027 0.0024443750728794468 -0.00072414166352783855 0.00085241682300201327 0.00055532699171039065 0.0010228007198604121 -0.0012761116392943077 0.0018972186240672694 0.0025787537899220714 0.00053825192411689217 -0.00053071148086352793 0.00062287492032785888 0.0016376543239416369
leaf_weight=25 23 77 23 34 174 61 38 25 28 590 28 78 20 21 23 24 24 64 23 24 26 148 26 21 23 36 38 23 21 1332
leaf_count=25 23 77 23 34 174 61 38 25 28 590 28 78 20 21 23 24 24 64 23 24 26 148 26 21 23 36 38 23 21 1332
internal_value=0 0.000759151 0.000915301 0.00118131 0.00134653 0.00154448 0.00155654 0.00157134 0.00155983 0.00154751 0.00161714 0.00105714 0.00149021 0.00165216 0.00163144 0.00241199 0.00134327 0.00164847 0.00162371 0.000835672 0.00159966 0.000542344 0.00017233 -5.3305e-05 0.00166224 0.00168829 0.00105065 0.000409252 0.00160565 0.00166533
internal_weight=0 590 466 272 238 2531 2506 2468 2443 2415 1801 106 215 1695 1650 45 614 1627 1566 73 49 194 124 98 1493 1432 61 171 195 1396
internal_count=3121 590 466 272 238 2531 2506 2468 2443 2415 1801 106 215 1695 1650 45 614 1627 1566 73 49 194 124 98 1493 1432 61 171 195 1396
is_linear=0
shrinkage=0.00824856


Tree=2335
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 2 14 0 2 2 13 39 2 11 3 49 13 130 160 1375 43 16 1 0 15 16 16
split_gain=173.432 27.4833 15.9127 13.6017 12.3558 7.79428 5.31871 5.13187 4.29063 4.28586 3.14942 2.7942 2.69601 2.18676 2.82818 1.9196 1.87959 2.29556 1.85289 1.80682 2.39933 2.94044 1.65402 1.59461 1.48959 1.37522 1.79981 1.3499 1.31866 2.91077
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 -0.029094999999999999 0.088725000000000012 0.089885000000000007 0.40473500000000007 0.092845000000000025 0.13501500000000002 0.062655000000000016 -0.22491999999999998 0.17025000000000004 -0.090999999999999984 -0.016469999999999995 0.095830000000000012 0.094835000000000017 1.0000000180025095e-35 -0.11171999999999999 -0.009244999999999998 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 0.083830000000000002 -0.016814999999999997 -0.016164999999999995 0.085605000000000014 -0.15931499999999996 -0.053579999999999996 0.013515000000000001 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 19 9 -6 15 10 12 18 13 -5 -4 -15 -1 17 23 -7 -3 -21 -22 -19 -12 -23 28 -27 -17 -14 -30
right_child=1 2 11 5 6 8 -8 -9 -10 -11 16 -13 25 14 -16 27 -18 22 -20 20 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0022076301961070051 0.0020808358014477186 0.0009983369527308242 0.00068728465315756962 0.0016337729275133943 0.0018862172278789565 0.0012791714473487838 0.0011952116480643566 0.0013166740557088181 0.0015055115639628722 0.0025741099865661684 0.0019948900849368809 0.00041672011996434915 0.0022221795652000568 0.0014333875300955379 0.00068550424992911373 0.0019163714986812211 0.002253244097452626 0.0020247807201599845 0.0019238157615401926 0.00075394886623593265 0.0017584309005084571 0.0012993504891721662 0.0024298147419928354 0.0014725155018580844 0.00082169481040827216 0.0016652796550765553 0.0021204093123048662 0.0014186463313998897 0.0015342821950230978 0.0021810159606382093
leaf_weight=28 74 175 80 22 83 20 37 66 39 60 25 50 799 26 21 31 85 665 21 20 27 60 24 29 20 21 404 21 21 67
leaf_count=28 74 175 80 22 83 20 37 66 39 60 25 50 799 26 21 31 85 665 21 20 27 60 24 29 20 21 404 21 21 67
internal_value=0 0.00120937 0.00110171 0.00207818 0.0012617 0.00210663 0.00167316 0.00162954 0.00199735 0.00217782 0.00201942 0.00072024 0.00215999 0.000839736 0.00109923 0.00188766 0.00203973 0.0020153 0.00160936 0.00109821 0.00123584 0.00132591 0.00203889 0.00171436 0.00117994 0.00216882 0.00209792 0.00171537 0.00220278 0.00202668
internal_weight=0 673 599 2448 422 2302 120 146 908 1394 869 177 1334 127 47 80 828 743 41 302 127 107 689 54 80 1312 425 52 887 88
internal_count=3121 673 599 2448 422 2302 120 146 908 1394 869 177 1334 127 47 80 828 743 41 302 127 107 689 54 80 1312 425 52 887 88
is_linear=0
shrinkage=0.00151575


Tree=2336
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 150 2 4 0 49 1 4 0 4 47 3 12 3 49 4 160 50 1 12
split_gain=304.781 48.9464 29.4838 26.7383 17.5383 14.391 10.2983 7.97948 7.78143 7.48418 6.63842 5.17599 4.77534 4.51792 4.49762 6.65788 4.84645 4.38545 2.91362 2.88312 1.93907 1.83665 1.74083 1.68486 1.55713 1.47647 1.44408 1.39424 1.32131 1.21498
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.11474000000000002 0.09253500000000002 1.0000000180025095e-35 0.14838000000000004 0.27834500000000006 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0082450000000000006 -0.07929499999999999 -0.55119499999999988 0.090100000000000013 -0.12018999999999998 0.096990000000000007 -0.0063699999999999989 -0.053364999999999996 -0.0070899999999999991 -0.075414999999999982 0.10917 0.15964000000000003 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 14 12 11 25 -5 22 13 -4 15 16 -1 18 27 -20 -3 -21 -7 -18 -12 -6 -15 -16 -14 -27
right_child=1 2 7 10 9 8 -8 -9 -10 -11 24 -13 28 26 17 -17 23 -19 19 21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0021332928345842248 0.0021527116815174695 0.0006706416214825162 0.0007944217290553196 0.0018389000906439566 0.0022388681867913118 0.0020980843170028229 0.0028129829144631015 0.00098285177507415208 0.0011587644625491453 0.00076115667422785825 0.0011508287342324129 0.0012181884127509441 -5.7547582281846962e-05 0.00050692832716963906 0.002296684157921836 0.0025501352534464672 0.0010120095758299314 0.0018589363240099515 0.0027003247356255219 0.0017268588408812686 0.0011187420969953228 0.0021161764177628586 0.0018630557184512822 0.0015949986771621343 0.00061240673472041376 0.0019339184531602929 3.6225910987928091e-05 0.0021022062315704431 -0.00052579384420433088 0.0014281452807755213
leaf_weight=48 71 191 41 34 21 204 79 37 41 24 34 27 59 24 1024 36 20 98 23 39 33 373 167 52 29 31 91 120 25 25
leaf_count=48 71 191 41 34 21 204 79 37 41 24 34 27 59 24 1024 36 20 98 23 39 33 373 167 52 29 31 91 120 25 25
internal_value=0 0.000812262 0.000654169 0.00210931 0.00100292 0.00214555 0.00220954 0.00024498 0.00186683 0.00159346 0.00123104 0.00193978 0.000131225 0.000307911 0.00218353 0.0019063 0.00171315 0.00220932 0.00223107 0.00211216 0.000736656 0.00207932 0.00199229 0.00143306 0.000902984 0.00185287 0.000134459 0.00227628 -0.000196907 0.00170813
internal_weight=0 673 602 2448 325 2351 1912 277 439 101 97 398 240 156 1833 156 120 1677 1579 435 224 412 371 72 63 77 115 1144 84 56
internal_count=3121 673 602 2448 325 2351 1912 277 439 101 97 398 240 156 1833 156 120 1677 1579 435 224 412 371 72 63 77 115 1144 84 56
is_linear=0
shrinkage=0.00170698


Tree=2337
num_leaves=31
num_cat=0
split_feature=1 3 2 4 4 2 4 1 15 43 3 3 4 15 3 0 1209 131 0 454 2 2 1428 2 12 1212 12 4 0 479
split_gain=5.47641 1.283 0.706751 0.57621 0.561351 0.547603 0.464184 0.424609 0.414402 0.659645 0.658438 0.612847 0.540377 0.728179 0.481046 0.475628 0.468029 0.407741 0.393824 0.384209 0.409498 0.43341 0.368293 0.379329 0.36428 1.0644 0.52001 0.354313 0.370443 0.366409
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 -0.17966999999999997 0.40124500000000002 0.13404500000000005 0.41257000000000005 0.13501500000000002 0.040760000000000005 -0.51144999999999985 -0.15447499999999995 0.090900000000000009 -0.46376499999999993 -0.085834999999999981 -0.047929999999999993 -0.13843999999999998 0.091045000000000001 0.094655000000000017 -0.030209999999999997 -0.037229999999999992 -1.0000000180025095e-35 0.10045500000000002 0.087445000000000009 0.10444500000000002 0.083785000000000012 0.040035000000000008 0.084100000000000022 -0.42529999999999996 0.051010000000000007 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 5 8 22 19 9 -1 -10 16 -13 -14 15 -12 27 18 -9 -5 -21 -22 23 -2 25 -17 -26 -11 29 -29
right_child=1 2 -4 7 -6 -7 -8 17 10 11 14 12 13 -15 -16 24 -18 -19 -20 20 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00028535767941937891 0.0017851916265966209 0.0017051542856466302 -0.00079384566878291018 -0.00030459666152144696 0.0004359161571977262 0.0009057306221056697 0.00082262641777997622 0.00016737463200546833 0.0030351358333903923 0.0024386125784991971 0.00056529098455722565 0.0018434923957880997 0.0013584047428068157 -0.00061870954994595938 0.0028129249179811725 0.0015284782078553538 0.00056964041433230962 -0.00072313689824110084 0.001415365766857373 0.0002291286521383823 0.0022709404514801531 0.00096736777597567142 0.002552933228789858 0.0009148241139409455 0.00066682933314978767 0.0040317398838668238 0.0018978208519995047 0.0018455440628207525 0.0008026690355030251 0.00072578947140162922
leaf_weight=23 108 42 23 20 22 48 69 73 40 67 20 42 34 23 42 29 22 26 25 49 21 178 28 56 26 22 904 990 27 22
leaf_count=23 108 42 23 20 22 48 69 73 40 67 20 42 34 23 42 29 22 26 25 49 21 178 28 56 26 22 904 990 27 22
internal_value=0 0.000946309 0.000672157 0.000749848 0.00180046 0.00181307 0.00142634 0.000647494 0.00183174 0.00172527 0.00195461 0.00175227 0.00110487 0.000560622 0.00191317 0.00187542 0.00180908 0.000232266 0.00048574 0.000839614 0.000931889 0.00110493 0.0016433 0.00148799 0.00190213 0.00260832 0.00186341 0.00183374 0.00179473 0.0018212
internal_weight=0 718 457 434 2403 2381 261 392 2333 1250 1083 1227 99 57 1043 1001 1128 124 98 268 248 199 192 164 981 51 930 1106 1039 1012
internal_count=3121 718 457 434 2403 2381 261 392 2333 1250 1083 1227 99 57 1043 1001 1128 124 98 268 248 199 192 164 981 51 930 1106 1039 1012
is_linear=0
shrinkage=0.00858181


Tree=2338
num_leaves=31
num_cat=0
split_feature=1 3 0 2 12 3 52 12 4 0 12 96 12 40 10 2 484 39 3 51 1 447 11 12 16 16 2 151 52 42
split_gain=4.46407 0.753389 0.616843 0.552353 0.545468 0.536682 0.460235 0.439796 0.435657 0.412153 0.405266 0.411815 0.476975 0.577812 0.492674 0.432235 0.473517 0.547422 0.644737 0.626313 0.407308 0.386059 0.408232 0.64542 0.375774 0.365943 0.365168 0.359632 0.441406 0.415111
threshold=0.10752500000000002 -0.049509999999999992 0.089620000000000019 0.10060500000000001 0.087505000000000013 -0.079724999999999976 1.0000000180025095e-35 0.095565000000000011 -0.036839999999999991 -0.094299999999999981 0.097825000000000009 0.087655000000000025 -0.10022999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.10803500000000001 -0.067484999999999989 0.095830000000000012 0.149315 0.11381000000000001 0.11181500000000001 0.089095000000000021 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 -0.29154999999999992 -0.090999999999999984 1.0000000180025095e-35 -0.067494999999999986 0.088670000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 10 21 5 -5 9 -6 -2 -7 11 12 25 14 -14 -16 -17 18 19 20 -18 22 26 24 -24 -3 -1 -28 -29 -30
right_child=1 2 -4 4 7 6 -8 -9 -10 -11 -12 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00066173360321836183 0.0023358024495076738 0.00088372543963212359 -0.0010046281856238989 8.6921155537208699e-05 0.0023320289746503499 0.00055017786200877794 0.0023200682590805207 0.0015576215638519479 0.0011587411263165889 0.0018540099011885695 -0.00043190295074708871 -0.00042417483734849835 -0.00029722777409689911 -0.00088023167668484941 0.0020516665554925913 -0.0005904263705647807 0.00017326149341184068 -0.00050337340479689261 0.00046495456114006362 0.0033349383131660846 0.0019112562063868022 0.00083861350051309136 0.0022652433115954215 0.0012957007372393424 0.0036454546694907218 0.0024015677840576849 0.0019420219643334232 0.0024579883752982559 0.00029660784630062734 0.0019940611438851522
leaf_weight=23 38 29 21 39 100 62 38 248 156 38 27 24 31 20 34 20 20 20 59 20 38 32 36 30 41 33 1758 23 42 21
leaf_count=23 38 29 21 39 100 62 38 248 156 38 27 24 31 20 34 20 20 20 59 20 38 32 36 30 41 33 1758 23 42 21
internal_value=0 0.000886019 0.000639462 0.0018382 0.00155354 0.001108 0.00139657 0.00178015 0.0013893 0.00104563 0.000731531 0.000821798 0.000914092 0.000730099 0.000863185 0.00103367 0.000838125 0.00102011 0.00124251 0.00183066 0.00131195 0.0019127 0.00193011 0.00252227 0.00300016 0.00169161 0.00189618 0.00191157 0.00128915 0.000862426
internal_weight=0 590 396 2531 525 177 138 348 194 100 375 348 324 262 242 211 177 157 137 78 58 2006 1974 107 77 62 1867 1844 86 63
internal_count=3121 590 396 2531 525 177 138 348 194 100 375 348 324 262 242 211 177 157 137 78 58 2006 1974 107 77 62 1867 1844 86 63
is_linear=0
shrinkage=0.0098578


Tree=2339
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 2 47 1 2 14 2 4 1 11 1 150 2 0 12 3 47 43 4 160 15 52 1 15
split_gain=251.832 30.2239 26.6396 20.3705 16.3537 12.6298 11.6164 7.95592 7.22229 6.71516 6.11635 5.45164 4.48764 3.88838 3.2095 2.7477 4.62896 6.22981 2.10061 1.96146 1.71482 1.93101 1.61847 1.42331 1.38489 1.37772 1.25001 1.43635 1.22854 1.13216
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.088725000000000012 0.13712500000000002 0.089885000000000007 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.076175000000000007 0.14838000000000004 0.40945500000000007 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 -1.0000000180025095e-35 -0.038659999999999993 0.095780000000000018 -0.10831999999999999 0.090100000000000013 -0.08076499999999999 0.022185000000000003 -1.0000000180025095e-35 0.040760000000000005 -0.07167999999999998 0.11588000000000001 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 22 7 11 12 -4 28 14 13 -5 -1 16 20 19 -16 -18 21 -9 23 -3 -22 -15 27 -17 -7 -14
right_child=1 3 9 8 -6 10 -8 15 -10 -11 -12 -13 29 25 18 26 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021248589838756319 0.0019683477948247959 0.00043892998615876219 0.0017891434977709252 0.00083886053691272563 0.0010390068692451187 0.0020473600371095696 0.0012261065234961078 0.001620230513920662 0.0010707415844731978 0.00093085576597713791 0.00081729406201151266 0.0025924076079016692 0.00022304069969561138 0.0005796585218826734 0.001456862972379788 0.0021987896227404734 0.0014393298147614543 0.00073622860711641466 0.0019684318551579688 0.0020518395886566752 0.0018926987449002872 0.0020193340503674401 0.0011203150553485055 0.00079199480530933025 0.0016378656310887983 0.00017174942951753052 0.002526378217606005 0.001703048565445206 0.0015847026703360171 -0.00016395293130081008
leaf_weight=1118 52 40 34 45 45 27 47 34 34 77 23 58 31 29 23 62 24 20 214 31 226 405 28 113 73 82 20 20 33 53
leaf_count=1118 52 40 34 45 45 27 47 34 34 77 23 58 31 29 23 62 24 20 214 31 226 405 28 113 73 82 20 20 33 53
internal_value=0 0.000797321 0.00196429 0.000684136 0.00199963 0.001003 0.00201783 0.00203382 0.000376906 0.00119375 0.00152255 0.00210949 0.000278613 0.000440015 0.00208882 0.00191696 0.00188574 0.00150501 0.00191879 0.00178456 0.00192443 0.00198842 0.000764759 0.00069969 0.00183048 0.00027832 0.00216582 0.00207788 0.0017929 -2.11339e-05
internal_weight=0 590 2531 538 2420 264 2375 2328 274 111 83 1413 240 156 1355 915 813 75 237 55 738 439 181 153 299 111 102 82 60 84
internal_count=3121 590 2531 538 2420 264 2375 2328 274 111 83 1413 240 156 1355 915 813 75 237 55 738 439 181 153 299 111 102 82 60 84
is_linear=0
shrinkage=0.00160853


Tree=2340
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 2 4 2 52 47 14 49 39 47 12 0 4 16 16 1 49 16 4 0 16 43
split_gain=159.203 19.0949 16.7301 10.2277 8.7352 6.99799 6.27065 5.50542 5.43163 3.90945 3.49045 3.09068 2.56268 2.19367 2.15889 2.02169 1.99945 1.97583 1.79189 1.67697 1.58273 1.86285 1.44275 1.43401 1.743 1.17253 1.90316 1.14012 1.09776 1.52812
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.090285000000000018 -0.025214999999999998 -0.17966999999999997 0.11389000000000002 0.033845000000000007 0.11177500000000001 0.048770000000000008 0.077555000000000013 0.076175000000000007 -0.012034999999999999 0.095830000000000012 0.091680000000000011 0.13597000000000004 -0.13455999999999999 -0.011209999999999999 -0.008904999999999998 -0.013024999999999998 0.10124500000000002 -0.065034999999999996 -0.36241499999999999 -0.020529999999999996 -0.097024999999999986 -0.25582999999999995 -0.080554999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 7 14 16 -6 13 18 -9 -7 22 19 -2 -3 23 27 -4 -13 -22 25 24 -10 -1 -27 -8 -25 -30
right_child=1 5 6 -5 8 12 10 11 17 -11 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.001997596813648932 0.0011757286810941052 0.0007344714584867182 0.0015476692052239984 0.00084328367553298535 0.0019998004833129824 2.0757841626952919e-05 0.0022295945138113495 0.0014562713443660121 0.001568860023496161 0.0010977437720837212 0.0016228082450547585 0.0013057856540007568 0.00062473378898859368 0.0022813446523412798 0.0024085583291680213 0.0017865104445316388 0.00034169821768042819 0.0015632377011231373 0.0014721014206869314 0.0020332793784423003 0.00094016939955044864 0.00038091120567353441 0.0019499955687420313 0.0012344694228717834 0.00095908051028597294 0.0019236784726919946 0.0013165528211113071 0.0018987810901262116 0.0010162838512731331 0.00039496092614518943
leaf_weight=21 20 95 22 74 28 57 33 39 30 22 171 22 34 33 46 92 67 31 29 1073 65 25 89 22 27 24 45 735 30 20
leaf_count=21 20 95 22 74 28 57 33 39 30 22 171 22 34 33 46 92 67 31 29 1073 65 25 89 22 27 24 45 735 30 20
internal_value=0 0.000883941 0.00188828 0.00134557 0.00157182 0.000671407 0.0019516 0.000794966 0.00129235 0.00179635 0.00184852 0.00103414 0.000246419 0.00186885 0.00203905 0.00167744 0.000572028 0.00116855 0.00189695 0.00202352 0.000887152 0.00078482 0.00179281 0.0010737 0.00128002 0.00163736 0.00152773 0.001913 0.000910362 0.000767755
internal_weight=0 590 2531 186 422 404 2109 313 188 234 968 151 91 212 1141 112 162 160 797 1095 112 90 179 129 57 90 69 768 72 50
internal_count=3121 590 2531 186 422 404 2109 313 188 234 968 151 91 212 1141 112 162 160 797 1095 112 90 179 129 57 90 69 768 72 50
is_linear=0
shrinkage=0.00174112


Tree=2341
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 2 12 2 2 4 4 2 4 150 43 14 2 3 0 12 43 50 1 15 0 15 3 2 159 3
split_gain=154.826 19.8813 17.1978 10.3888 8.93012 7.98692 6.04557 5.07314 5.06389 4.86128 4.20302 4.07928 3.48388 3.46123 3.04681 2.95017 2.92676 2.46093 2.38861 3.53249 2.24675 1.98683 1.98496 1.92854 1.62666 1.97925 1.49069 1.58309 1.60632 1.41358
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.12043500000000001 0.10124500000000002 0.14753000000000002 0.090455000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 0.41816000000000003 0.033845000000000007 0.11362000000000001 -0.062539999999999984 0.09487000000000001 -0.066504999999999995 0.076175000000000007 0.087470000000000006 0.095270000000000007 -0.097024999999999986 0.13597000000000004 -0.083134999999999987 0.041865000000000006 0.13534000000000004 -0.41942499999999994 -0.11173999999999999 -0.095244999999999982 0.10542000000000001 0.085730000000000015 0.085240000000000024 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 11 7 15 -3 -9 -2 18 13 -10 14 16 24 -1 20 -8 -20 -6 -7 -14 -5 25 -4 27 -16 -29 -12
right_child=1 5 6 23 17 21 10 8 12 -11 29 -13 22 -15 26 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010891937037599241 0.0018028608380475956 0.00066304729217394665 0.0020929570525194626 0.0011920955543262336 0.0012296760327234538 0.00034867800569403134 0.0022846849884397692 0.0016927485993740439 0.0015686028613185283 0.0010223441362555612 0.0012667140864262233 0.0012113223836288836 0.00099812322601879229 0.0012372743024145416 0.0021807805650831606 0.0024010895718523354 0.0017698324758170282 0.0014958624667242193 0.0019096342049294587 0.0013299904429393571 0.00059282637275178871 0.0008579226993965447 0.00054207922935424263 0.00061762219307598713 0.0020221871471374016 0.0014943971190426448 0.0015472906365447702 0.001772028095996944 0.0021541253877170609 0.0016958777993081717
leaf_weight=21 110 90 22 25 35 75 37 28 22 22 20 31 140 24 58 46 47 39 715 25 20 23 26 29 1065 30 21 91 35 149
leaf_count=21 110 90 22 25 35 75 37 28 22 22 20 31 140 24 58 46 47 39 715 25 20 23 26 29 1065 30 21 91 35 149
internal_value=0 0.00103358 0.00189582 0.00144365 0.0016165 0.000844789 0.00195171 0.000965398 0.00109138 0.00167277 0.00186172 0.00173454 0.00100181 0.00178915 0.00183766 0.0020249 0.00155964 0.00120462 0.00190884 0.00189005 0.000998094 0.000468195 0.000926695 0.000883582 0.00200941 0.00174763 0.00192989 0.00197356 0.00187817 0.00164509
internal_weight=0 590 2531 186 422 404 2109 306 216 132 946 328 188 297 273 1163 68 94 777 740 55 98 166 54 1117 52 205 184 126 169
internal_count=3121 590 2531 186 422 404 2109 306 216 132 946 328 188 297 273 1163 68 94 777 740 55 98 166 54 1117 52 205 184 126 169
is_linear=0
shrinkage=0.00151575


Tree=2342
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 157 1 0 13 151 2 1 15 475 16 16 48 0 12 51 16 16 0 0 484 2 4 16 0 1429
split_gain=6.24462 1.03011 0.733528 0.683572 0.620435 0.634442 0.546945 0.577831 0.543398 0.528571 0.581386 0.551068 0.716528 0.607046 0.628498 0.512606 0.499279 0.491688 0.478216 0.399068 0.598049 0.394639 0.389013 0.365929 0.331242 0.319302 0.449342 0.311229 0.778677 0.473153
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 0.050935000000000008 -0.053259999999999995 -0.071119999999999989 0.13075500000000004 0.024095000000000002 -0.004174999999999999 0.057610000000000008 0.11870500000000002 0.095950000000000021 -0.12255999999999999 -0.068264999999999978 -0.034884999999999992 1.0000000180025095e-35 0.10990500000000002 -0.084804999999999978 0.11734000000000001 -0.063174999999999995 -0.40995499999999996 -0.16075999999999999 -0.068189999999999987 -0.14920999999999998 0.0038100000000000005 0.090050000000000005 0.010840000000000001 0.0057500000000000008 -0.14001499999999997 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 -2 -6 -3 19 21 10 11 12 -1 -14 25 22 -10 -16 23 -8 -21 -7 -13 -4 -19 -15 -27 28 -25 -29
right_child=1 6 18 -5 5 8 7 -9 16 -11 -12 15 13 14 17 -17 -18 24 -20 20 -22 -23 -24 27 -26 26 -28 29 -30 -31
leaf_value=0.0026376412359750399 0.0014922608131564764 0.00079718446120891821 0.0022663322689897296 0.0022541933078585002 -0.00042305181532456272 0.0015739719356233299 -0.00053580696402552423 -0.00084045265834334045 0.00092583630360473551 0.00010659054721496564 8.8038399788553282e-05 0.0009647911225771702 0.00053235776167885216 0.00038279254816398682 0.0027429064276179851 0.0019157515331496581 0.0022514863868778484 0.0011766725693384465 0.0011332012032711873 0.00024331051179538889 0.0015635270989900701 0.00043534791993573213 -0.00018991611189146369 0.00028408633196349344 0.0023019525486419811 0.0022709013427659836 0.00083345241910145616 0.001395768160474874 0.0017388439674828095 0.0020782543279704532
leaf_weight=30 115 133 57 39 20 20 22 26 35 21 20 72 34 23 32 24 27 36 87 79 24 89 20 20 23 20 28 367 1514 64
leaf_count=30 115 133 57 39 20 20 22 26 35 21 20 72 34 23 32 24 27 36 87 79 24 89 20 20 23 20 28 367 1514 64
internal_value=0 0.000772375 0.00160914 0.00133039 0.00106722 0.000811302 0.000454691 0.000153024 0.000955671 0.00123632 0.00130186 0.00137284 0.00158348 0.00142213 0.00160887 0.000962454 0.00150314 0.00201185 0.00166492 0.000359667 0.000550934 0.00064427 0.000713768 0.0016878 0.00161534 0.00109238 0.00143239 0.00167102 0.00171988 0.00149711
internal_weight=0 590 2531 422 306 191 284 151 171 383 362 342 226 196 162 116 62 91 2109 125 103 109 92 2022 59 71 48 1965 1534 431
internal_count=3121 590 2531 422 306 191 284 151 171 383 362 342 226 196 162 116 62 91 2109 125 103 109 92 2022 59 71 48 1965 1534 431
is_linear=0
shrinkage=0.00732449


Tree=2343
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 2 1 2 4 0 151 160 3 1 52 4 51 15 1447 159 1 12 12 156 15
split_gain=145.826 23.92 14.7214 12.1337 7.5976 7.58598 6.0025 5.2863 4.44453 3.89972 3.63087 3.33444 2.44652 2.53596 1.77539 1.69086 1.55574 1.50073 1.47897 1.45334 1.43864 1.23918 1.15014 1.10658 1.21931 2.28375 1.14417 1.01078 1.00189 0.950401
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.09253500000000002 0.14838000000000004 0.27834500000000006 -0.22491999999999998 -0.088784999999999989 -0.075414999999999982 -0.016324999999999996 0.090540000000000023 -0.56176499999999996 -0.0070899999999999991 0.11144500000000002 0.090455000000000021 -0.082869999999999985 0.082585000000000006 0.083345000000000016 0.095780000000000018 0.10124000000000001 0.083310000000000009 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 9 12 18 20 -5 13 -4 -11 -3 -15 -18 21 -16 -6 -1 -9 -21 25 26 -25 -22 -26 -28
right_child=1 2 8 11 10 -7 -8 22 -10 14 -12 -13 -14 16 19 -17 17 -19 -20 23 27 -23 -24 24 28 -27 29 -29 -30 -31
leaf_value=0.0021373828420302083 0.00203383375271476 0.0014391726632759613 0.0011850322744865077 0.0018600691455907638 0.0021652190104118371 0.0014100057260124281 0.0012199917180199843 0.0026272293024209945 0.0013213137830244491 0.0015499013948069742 0.0011339317023458786 0.0012314362637553258 0.00050106695474154818 0.0010834057396833547 0.0022647037331733084 0.0010754745828347562 0.00090350705058735636 0.00047089505045513002 0.0019892124809442252 0.0022692409139853419 0.001887981097814833 0.0018003737668461364 0.0022480942126636098 0.0020095030902309982 0.0020240251558740511 0.0015434644534263015 0.001787723646182608 0.0014622763799230372 0.0023907153684143345 0.0019840524315404419
leaf_weight=1063 76 40 41 34 23 48 22 47 37 26 26 61 84 24 43 191 32 59 241 29 31 29 37 324 98 39 158 27 24 107
leaf_count=1063 76 40 41 34 23 48 22 47 37 26 26 61 84 24 43 191 32 59 241 29 31 29 37 324 98 39 158 27 24 107
internal_value=0 0.0011825 0.00107729 0.00201993 0.00130258 0.00204286 0.00205614 0.00206426 0.000802387 0.00204901 0.00165693 0.00145642 0.000722386 0.000841558 0.00196374 0.00113845 0.000719102 0.000623022 0.00210326 0.00197682 0.0018248 0.00212843 0.00246023 0.00196093 0.00194901 0.00192043 0.00194539 0.00168981 0.00209616 0.001867
internal_weight=0 691 615 2430 338 2335 2287 2265 277 2181 107 95 240 156 848 231 115 91 1333 822 81 1092 84 779 750 628 589 58 122 265
internal_count=3121 691 615 2430 338 2335 2287 2265 277 2181 107 95 240 156 848 231 115 91 1333 822 81 1092 84 779 750 628 589 58 122 265
is_linear=0
shrinkage=0.00160853


Tree=2344
num_leaves=31
num_cat=0
split_feature=1 3 12 3 1 2 15 52 52 1 39 12 1 43 42 15 0 47 13 4 16 131 402 402 403 0 1446 402 4 457
split_gain=5.85424 0.991987 0.757075 0.719715 0.624038 0.606088 0.572686 0.545528 0.998713 0.648695 0.652947 0.494284 0.664066 0.514522 0.434681 0.406879 0.405234 0.564211 0.384009 0.639141 0.379845 0.354134 0.341073 0.39333 0.39104 0.34345 0.579284 0.518181 0.509892 0.537073
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.12178000000000001 0.16540500000000002 0.11411 0.035560000000000008 -0.088614999999999985 -0.081934999999999994 0.093575000000000019 0.091820000000000013 0.087830000000000005 0.089875000000000024 0.093175000000000022 0.11159000000000001 -0.41942499999999994 -0.036484999999999997 0.090280000000000013 -0.004174999999999999 0.024790000000000003 -0.020119999999999996 0.091760000000000022 0.2506000000000001 0.090075000000000002 -0.036149999999999995 -0.082184999999999994 0.037915000000000011 0.033490000000000006 -0.068329999999999988 0.057025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 14 16 7 -1 -9 10 -10 12 13 -4 18 -7 17 -2 21 -20 -11 -3 23 25 -25 26 28 -27 -13 -30
right_child=1 4 11 -5 -6 15 -8 8 9 20 -12 22 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0023043548885871624 0.00339124151020565 0.00054099872548741071 0.0023479554318884973 -2.9848247930399172e-05 -0.00077695732689615402 0.0017534433183059293 0.0028469770796226432 3.1628474872472754e-05 0.0024412057573971716 0.0014148325902126461 0.00071654553973161895 0.0025944483985553927 0.00076113890435613519 0.0037573777028686323 -0.00028840235525165372 0.00028695477991883054 0.00097830851341154071 0.0017379806622003591 0.0025638752106233774 0.00087316594878773476 -3.6666331956792333e-05 0.0016864121017533275 0.00087317750916308912 0.0036294572256991434 0.0022990375432046573 0.0019212573278743967 0.0033559313846176914 0.00044688701232202473 0.001739694855253658 0.003224302855313335
leaf_weight=98 31 193 749 21 25 30 44 39 114 85 25 136 24 25 31 43 26 51 31 64 21 29 23 26 100 697 38 23 254 25
leaf_count=98 31 193 749 21 25 30 44 39 114 85 25 136 24 25 31 43 26 51 31 64 21 29 23 26 100 697 38 23 254 25
internal_value=0 0.000982781 0.00207824 0.00171678 0.000697901 0.00156986 0.00180289 0.00168262 0.00146808 0.00169674 0.00213102 0.00215445 0.00234439 0.00239348 0.000803853 0.000889621 0.00202964 0.00236299 0.000910667 0.00142487 0.00112727 0.000690625 0.00203979 0.00206045 0.00257357 0.00200533 0.00221382 0.00187416 0.00210924 0.00187272
internal_weight=0 554 2567 447 373 181 426 382 284 245 139 2120 798 774 348 73 108 82 317 95 106 222 1322 1299 126 1173 453 720 415 279
internal_count=3121 554 2567 447 373 181 426 382 284 245 139 2120 798 774 348 73 108 82 317 95 106 222 1322 1299 126 1173 453 720 415 279
is_linear=0
shrinkage=0.00966451


Tree=2345
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 4 0 3 15 15 3 12 43 48 4 49 49 0 151 3 3 3 1374 1446 12 16 1447 42 52 42
split_gain=4.78396 1.24543 0.629572 0.650389 0.695644 0.577474 0.640182 0.695138 0.908285 0.681325 0.558075 0.558817 0.545587 0.62283 0.469195 0.468349 0.410478 0.398909 0.456153 0.526186 0.455793 0.444794 0.430294 0.403196 0.409824 0.604245 0.551285 0.509989 0.484809 0.460997
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 -0.49405499999999997 -0.026509999999999995 0.11296500000000002 -0.18895499999999996 -0.0040799999999999994 0.31370500000000007 -0.42850999999999995 -0.11720999999999999 0.083685000000000009 0.053180000000000012 -0.026779999999999995 -0.08130999999999998 -0.086074999999999985 -0.088054999999999981 -0.15447499999999995 -0.088784999999999989 -0.045649999999999989 0.085820000000000021 0.11483500000000001 0.083935000000000023 -0.015314999999999997 -0.0063999999999999986 0.088295000000000012 0.008405000000000001 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 -6 7 9 -9 -7 -2 -12 -4 -14 17 -10 -15 18 20 -20 -3 22 23 24 25 -19 27 -26 -29 -28
right_child=10 14 3 -5 5 6 -8 8 15 -11 11 -13 13 16 -16 -17 -18 21 19 -21 -22 -23 -24 -25 26 -27 29 28 -30 -31
leaf_value=-0.00012423779091506933 0.00077419357796505749 0.00016091030122313864 0.0015631419799693375 0.0025756745152048601 0.0023039516286664503 0.0014606961312471315 0.00025081068500688994 0.0023098681479331645 0.0010042789424092495 0.002681883386852883 0.0008635027902544883 -0.00053126359818461472 -0.00026522783196726389 0.0016865260843808062 0.0013936167278370019 -0.00062581797093627265 0.0003112947243946822 -0.00020954974826855588 0.0030398875707798897 0.0019526142108673302 0.0018449271846468652 0.00044523852654612179 0.0029532966582832983 0.00047579742843910399 0.0031548443024769679 0.0016508780665470506 0.0017929838197671664 0.00086496779734103663 0.0025096305728466006 0.0014011968754804611
leaf_weight=23 275 20 47 29 52 143 36 20 25 44 34 56 49 33 283 27 31 20 35 517 29 21 20 20 37 36 798 22 33 306
leaf_count=23 275 20 47 29 52 143 36 20 25 44 34 56 49 33 283 27 31 20 35 517 29 21 20 20 37 36 798 22 33 306
internal_value=0 0.00162775 0.00126608 0.00132574 0.00125424 0.0014701 0.00132311 0.00147216 0.000755656 0.00174803 0.000582223 -4.35185e-06 0.000786106 0.000462914 0.00171977 0.000157882 0.0010204 0.00176799 0.00195111 0.00202155 0.00115757 0.00168417 0.00170431 0.00168467 0.00170398 0.00098644 0.00173758 0.00237583 0.00185177 0.00168439
internal_weight=0 2756 559 536 507 347 295 259 72 187 365 90 160 113 2197 52 64 1914 601 552 49 1313 1292 1272 1252 56 1196 92 55 1104
internal_count=3121 2756 559 536 507 347 295 259 72 187 365 90 160 113 2197 52 64 1914 601 552 49 1313 1292 1272 1252 56 1196 92 55 1104
is_linear=0
shrinkage=0.00858181


Tree=2346
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 0 0 2 4 11 0 12 11 52 16 0 2 2 4 12 12 0 47 16
split_gain=120.207 14.9261 13.5741 8.54126 7.34293 5.10385 4.80157 3.94896 3.5765 2.79243 2.68188 2.67434 2.61885 3.24757 2.49952 2.28798 2.13576 2.73779 1.99036 1.78631 1.71807 1.64169 1.49687 1.48833 1.41738 2.17969 1.23428 1.11218 1.1049 1.08645
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.091475000000000015 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.14960000000000004 -0.23194499999999998 -0.067094999999999988 0.092235000000000025 0.42051500000000003 1.0000000180025095e-35 -0.10011499999999998 0.13597000000000004 0.080150000000000013 1.0000000180025095e-35 -0.037154999999999994 -0.13027499999999997 0.11389000000000002 0.10381000000000001 -0.059649999999999988 -1.0000000180025095e-35 -0.086254999999999984 -0.15931499999999996 0.10350500000000001 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 10 15 28 -6 16 14 -1 13 26 -3 21 -8 -18 -17 23 -7 -4 24 -15 -13 -26 -10 -28 -5 -12
right_child=1 5 6 7 8 20 9 -9 12 -11 29 22 -14 19 -16 18 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0024781255173995224 0.0010499507443835878 0.0010380665225935524 0.0015315093493636475 0.0020604899841180331 0.0019752312582958279 0.00092924722725967203 0.0024175839150227417 0.0010910681285037872 0.001356989949340037 0.0016592873660718115 0.00053737614769646313 0.0020602618026213295 0.00084772831384958896 0.0014121521027911346 0.00057537071387007911 0.0026564161035627226 0.001929796882064782 0.0013187782873818729 0.002102213943739939 0.0016845918316376724 0.0016220798564049279 0.0020425956858914135 0.0013543410768141826 0.00089052257612305707 0.0019066176965378027 0.0012754200108313252 0.001603505305571597 0.002186319437200488 0.0016612567232743153 0.00010852691343181403
leaf_weight=22 181 61 21 45 31 24 28 29 20 156 42 70 33 28 103 37 642 25 50 20 23 1150 21 50 58 26 21 22 46 36
leaf_count=22 181 61 21 45 31 24 28 29 20 156 42 70 33 28 103 37 642 25 50 20 23 1150 21 50 58 26 21 22 46 36
internal_value=0 0.00101609 0.00192406 0.00129841 0.00162749 0.000722048 0.0019834 0.00167317 0.0014039 0.00187831 0.000615959 0.00188286 0.00131261 0.00140789 0.000747471 0.00205449 0.00192747 0.0019069 0.00233791 0.00120161 0.00126829 0.00203343 0.00180802 0.00107777 0.00186989 0.00171125 0.00172877 0.00190169 0.00185868 0.000339446
internal_weight=0 590 2531 301 422 289 2109 120 225 851 242 197 194 161 164 1258 695 667 87 98 47 1171 175 78 154 84 63 43 91 78
internal_count=3121 590 2531 301 422 289 2109 120 225 851 242 197 194 161 164 1258 695 667 87 98 47 1171 175 78 154 84 63 43 91 78
is_linear=0
shrinkage=0.00181146


Tree=2347
num_leaves=31
num_cat=0
split_feature=1 12 44 4 474 1 10 0 34 2 10 97 12 43 12 16 133 39 3 14 13 50 151 3 2 2 42 480 2 1429
split_gain=4.4739 1.1739 0.578146 0.623201 0.641893 0.776456 0.56171 0.80962 0.523154 0.670375 0.723783 0.508781 0.492165 0.482735 0.469391 0.410669 0.391832 0.411316 0.478037 0.575661 0.340748 0.320815 0.317124 0.388378 0.49179 0.472931 0.289519 0.274729 0.320021 0.797969
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.079859999999999987 -0.05208999999999999 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -0.079444999999999988 -1.0000000180025095e-35 -0.11720999999999999 0.10227500000000002 0.24134000000000003 -1.0000000180025095e-35 0.10484500000000001 0.149315 -0.072219999999999993 0.25761500000000009 0.11534500000000002 -0.044604999999999992 0.083060000000000009 0.090050000000000005 0.093320000000000014 -0.069529999999999995 -0.095389999999999989 0.08647500000000001 0.083960000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 22 7 -2 11 10 -10 -8 -1 -7 27 -14 -11 18 19 -18 21 26 -5 25 -25 -24 -16 -3 29 -29
right_child=6 14 -4 4 -6 13 8 -9 9 16 -12 -13 15 -15 20 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00053865927923493621 0.0005150601050004941 0.00069226242804783364 0.002170076555709543 0.0019690508778317513 -0.0001148960674772979 0.0018372222645411957 0.0006195279498732748 -0.0014171782171097755 0.0016942711205827352 -0.00040312878850528688 0.00025953715775165284 -0.0010261648519403967 0.0026156171189584609 0.00059663817094566716 0.0016879677401160323 0.0014543530115267616 0.0022945090277604434 -0.00011655203293211325 0.00031003548024161303 0.0007455730031666742 0.0018930721593259558 0.00053502943353694182 0.0022003891953327661 -0.00019076137952343125 0.0014205194434976666 0.0010754597230641693 0.0010725340944195559 0.0016904436174622018 0.0014530662411983016 0.00028193094754182338
leaf_weight=20 34 22 28 41 32 20 24 20 69 25 29 20 28 204 61 48 22 33 51 38 38 45 34 22 22 60 163 872 972 24
leaf_count=20 34 22 28 41 32 20 24 20 69 25 29 20 28 204 61 48 22 33 51 38 38 45 34 22 22 60 163 872 972 24
internal_value=0 0.00141464 0.00110284 0.00104657 0.000923928 0.00100641 0.000516831 -0.000200584 0.000641399 0.000768276 0.00126971 -0.000128514 0.00160229 0.000707405 0.00149397 0.00188219 0.000477505 0.000630393 0.000852457 0.00131352 0.0012176 0.00112218 0.0013806 0.00120576 0.000614879 0.00148235 0.00124013 0.00153886 0.00154883 0.00165272
internal_weight=0 2756 559 531 435 403 365 54 311 267 98 44 96 224 2197 76 169 144 111 60 307 269 179 138 44 94 224 1890 1868 896
internal_count=3121 2756 559 531 435 403 365 54 311 267 98 44 96 224 2197 76 169 144 111 60 307 269 179 138 44 94 224 1890 1868 896
is_linear=0
shrinkage=0.0076204


Tree=2348
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 10 0 10 2 4 0 3 15 15 97 4 48 43 3 52 2 0 4 4 13 42 49 133 133 0
split_gain=3.62386 0.950863 0.489101 0.550073 0.568875 0.454985 0.655792 0.44069 0.627485 0.433058 0.527351 0.529446 0.713018 0.540356 0.430189 0.415028 0.414153 0.502089 0.402889 0.46334 0.793593 0.452722 0.437427 0.686089 0.397779 0.376873 0.373872 0.353461 0.344467 0.548885
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 -0.079859999999999987 -0.05208999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 -0.026509999999999995 0.11296500000000002 -0.18895499999999996 -0.0040799999999999994 -0.0047149999999999996 0.40124500000000002 0.083685000000000009 -0.088249999999999981 -0.13309499999999996 0.13796000000000003 0.081685000000000021 -0.13843999999999998 -0.14098499999999997 -0.42529999999999996 0.0015850000000000003 0.086665000000000006 -0.026779999999999995 -1.0000000180025095e-35 0.086990000000000012 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 16 6 -2 8 14 -6 11 13 -13 -11 -7 18 17 -4 19 20 -3 -20 23 -23 25 -24 -14 -10 29 -18
right_child=5 15 3 -5 9 7 -8 -9 27 10 -12 12 26 -15 -16 -17 28 -19 21 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011885660630487488 0.0005763712227404783 0.0038176481952432893 0.0008557745572919254 0.0025387655205525643 0.0022313644901518262 0.00036311996764007063 -0.0015858746853371359 -0.00011712998411993853 -0.00047057716129565903 0.0014302386839026467 0.00021906551848535811 0.0022737335355249308 0.0010035337519518407 0.0026416004207778913 0.0019259755257156727 0.00069019700129397895 0.0008168530700511143 -0.0006676690433726094 0.00038128233927608269 0.00073209425667524895 0.0019951107455408713 0.0017286723092883158 0.0018910982545495114 -0.00056904461431723542 0.0013589727429587492 0.0016009763742870313 -0.00060448404271274292 0.00072492879363186098 0.00053887965990210001 0.0029630803372121452
leaf_weight=23 34 25 52 30 52 21 20 48 26 143 36 20 25 43 64 38 23 31 25 20 151 28 797 20 282 811 27 152 34 20
leaf_count=23 34 25 52 30 52 21 20 48 26 143 36 20 25 43 64 38 23 31 25 20 151 28 797 20 282 811 27 152 34 20
internal_value=0 0.00158303 0.00123412 0.00129218 0.00121827 0.000578353 -0.000224461 0.000717749 0.000870122 0.00143431 0.00129334 0.00144324 0.00075336 0.00171028 0.00153986 0.0016718 0.000751085 0.000286778 0.00168908 0.0020987 0.00225399 0.00164818 0.00166452 0.00077129 0.00168721 0.00174477 0.000168601 0.000550304 0.00125157 0.0018151
internal_weight=0 2756 559 536 506 365 54 311 263 346 294 258 72 186 85 2197 160 83 2159 196 176 1963 1938 48 1890 1608 52 178 77 43
internal_count=3121 2756 559 536 506 365 54 311 263 346 294 258 72 186 85 2197 160 83 2159 196 176 1963 1938 48 1890 1608 52 178 77 43
is_linear=0
shrinkage=0.00947501


Tree=2349
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 0 14 0 2 15 43 1 4 15 2 0 1 0 15 0 2 2 15 13 14
split_gain=146.079 17.7168 15.2288 13.6011 9.14661 6.18009 5.54667 4.74291 4.0639 3.78772 3.17559 2.86562 2.83729 2.98954 2.17358 2.16276 1.99881 1.75404 2.94621 2.016 1.617 1.57662 1.51856 1.51577 1.40914 1.33042 2.66778 1.22171 2.15326 1.12497
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.090455000000000021 -0.17966999999999997 0.082585000000000006 0.033845000000000007 -0.23194499999999998 0.076175000000000007 1.0000000180025095e-35 0.10402500000000002 0.13592500000000005 -0.04890499999999999 0.15471500000000002 -0.059649999999999988 -0.037864999999999989 0.099185000000000009 -0.11173999999999999 0.122715 -0.097024999999999986 -0.095244999999999982 -0.23001499999999997 0.11177500000000001 -1.0000000180025095e-35 -0.037864999999999989 -0.012549999999999997 -0.41076499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 29 11 -6 25 14 -1 20 13 15 22 -9 -7 19 -19 -12 23 -2 -8 -4 -17 26 -5 28 -27 -3
right_child=1 5 6 8 7 16 9 12 -10 -11 17 -13 -14 -15 -16 24 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0024109972541350262 0.0017997306157635988 0.00114244560777809 0.0020185926654342243 0.00087100294935430291 0.0019445632889184071 0.00056170432687877839 0.0022147151235287002 0.0012402271748035631 0.00062643779397980018 0.0016069642112035314 0.0021171599617918176 0.0023845237156561419 0.00070865267861926077 0.001051832665221706 0.0013855645077611462 0.0014337121118690301 0.00012313431598223062 0.0017945218901276817 0.0011819388512661639 0.0015178087243249002 0.0019883884134139691 0.0013640561304937228 0.0018716066126609077 0.0014627204728686373 0.0019197223713063726 0.00082389370679740296 0.0015432745239438784 0.00066660097961024995 0.0015106536259216975 0.00082978236066120223
leaf_weight=22 83 45 22 24 31 116 35 49 58 169 53 46 21 62 23 29 35 74 28 20 1065 29 719 30 33 27 42 22 21 88
leaf_count=22 83 45 22 24 31 116 35 49 58 169 53 46 21 62 23 29 35 74 28 20 1065 29 719 30 33 27 42 22 21 88
internal_value=0 0.000972072 0.00186086 0.0012406 0.00158193 0.000682741 0.00191667 0.00136034 0.000982933 0.00182521 0.00183501 0.00199107 0.00126698 0.00133476 0.00187267 0.00149279 0.000460049 0.0017626 0.00162636 0.00195295 0.00197487 0.00168692 0.00188753 0.0016979 0.00169239 0.00113497 0.00129881 0.000980487 0.00112435 0.000935571
internal_weight=0 590 2531 306 422 284 2109 225 194 946 197 1163 194 173 777 111 151 175 102 73 1117 112 754 52 62 136 66 70 48 133
internal_count=3121 590 2531 306 422 284 2109 225 194 946 197 1163 194 173 777 111 151 175 102 73 1117 112 754 52 62 136 66 70 48 133
is_linear=0
shrinkage=0.00160853


Tree=2350
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 4 14 49 11 1 50 1 1 1 4 1 1 2 11 16 4 3 43 2
split_gain=284.77 46.5481 25.7138 22.11 16.3341 14.7298 10.2971 9.50323 8.05901 7.92073 7.61522 5.84405 5.70648 4.83143 3.58232 3.51271 3.19839 3.0589 2.70168 2.58237 4.02524 2.18591 2.09342 1.86959 1.84009 1.71141 1.66402 1.57103 2.17213 1.5662
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089885000000000007 0.09253500000000002 -0.15464999999999998 0.062655000000000016 -0.054984999999999992 1.0000000180025095e-35 0.13436000000000001 0.041865000000000006 0.090540000000000023 0.13075500000000004 0.088975000000000012 -0.081114999999999979 0.12958500000000003 0.12000500000000001 0.31358000000000003 0.095165000000000013 0.27776000000000006 0.042705000000000007 -0.11171999999999999 0.016310000000000002 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 22 9 21 12 -4 -10 17 -2 19 -13 23 -1 29 25 -21 -8 -3 -6 -16 27 -19 28 -11 -5
right_child=1 4 10 18 16 -7 8 -9 11 14 -12 15 -14 -15 24 -17 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025341133390467179 0.0014770009968805751 0.000933815900113082 0.0021762610594744324 0.0016544680762564561 0.0002864827377788756 0.0015129325472530682 0.0020209533465499786 0.0014042044126716324 0.0018929989987655166 0.0023897780227427287 0.0012127745308486062 0.0010554033526216349 0.0030183319903652264 0.0022973348145930252 0.0027825157608329658 0.00041255524635083231 0.00080815963367888381 0.0023817686802211336 0.00064189149970112099 0.0024258332543772962 0.0015857900824397249 0.001337376887904394 0.00041110792646569184 -0.00026883532977461623 0.0022112976470547306 0.0021335915124970329 0.0019692818270717672 0.0023710153379564959 0.0016504682294557213 0.001098710397783844
leaf_weight=1092 23 30 34 21 51 48 34 24 20 23 63 150 59 121 63 27 23 215 24 28 34 20 66 24 20 119 30 576 20 39
leaf_count=1092 23 30 34 21 51 48 34 24 20 23 63 150 59 121 63 27 23 215 24 28 34 20 66 24 20 119 30 576 20 39
internal_value=0 0.00117327 0.00237833 0.00177609 0.000864412 0.00241249 0.00103146 0.00243123 0.00120625 0.00244205 0.00155049 0.00105233 0.00251898 0.00216631 0.00232043 0.000957342 0.000272921 0.00249694 0.00110713 0.00228677 0.00196516 0.00176778 0.000574454 0.000108781 0.00264487 0.00231379 0.00233126 0.00234843 0.00204591 0.00129323
internal_weight=0 673 2448 228 445 2351 347 2303 251 2279 97 197 1396 144 883 177 98 1337 84 800 62 54 96 75 83 738 245 619 43 60
internal_count=3121 673 2448 228 445 2351 347 2303 251 2279 97 197 1396 144 883 177 98 1337 84 800 62 54 96 75 83 738 245 619 43 60
is_linear=0
shrinkage=0.0016407


Tree=2351
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 2 1 150 0 49 1 4 50 4 0 3 1 47 3 1 160 50 0 15 39
split_gain=171.708 28.5249 17.0326 15.4835 9.87393 8.19506 6.41205 5.23947 4.60272 4.47645 4.45231 3.90799 3.70529 3.24797 4.15974 3.07391 2.90619 2.29994 2.28293 2.4845 1.7099 1.6888 1.60214 1.52598 1.39628 1.25965 1.22281 1.12912 1.08665 1.15547
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.10672500000000001 0.14285500000000004 0.42051500000000003 0.14122000000000004 0.09253500000000002 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.086295000000000011 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.076935000000000017 0.090100000000000013 -1.0000000180025095e-35 0.11588000000000001 -0.067824999999999983 0.10917 -0.030209999999999997 -0.41942499999999994 0.093755000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 24 9 -4 12 -5 21 14 15 -1 18 28 -15 26 -21 27 -3 -17 -6 -11 -20 -7 -10 -30
right_child=1 2 8 11 7 10 -8 -9 17 25 -12 -13 -14 16 -16 23 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022059971313544186 0.0022241029849602426 0.001124850046200689 0.0013029411382065258 0.0020003397617657875 0.0022623140830477168 0.0020921179869195831 0.0027507432821544699 0.0012213439166764109 0.00066651397506959536 0.0010912752703746136 0.0015001937872837425 0.0012963253692709553 0.001489168725132078 0.0028296142004351427 0.0025265883650079932 0.0012588759002637769 0.0020079424484465008 0.0010396180130387634 0.0023442931047653456 0.0018004334654653793 0.0022042920570995365 0.002317811014469089 0.001529614954863722 0.0018042975900231426 0.0017972752621468124 0.0006297461039011399 0.0021615948747128869 0.001745044980749661 8.3663861341011132e-05 0.00057542063621621902
leaf_weight=46 74 190 73 34 40 277 76 30 35 22 41 63 28 22 35 20 106 22 1026 32 356 92 32 51 33 67 114 29 32 23
leaf_count=46 74 190 73 34 40 277 76 30 35 22 41 63 28 22 35 20 106 22 1026 32 356 92 32 51 33 67 114 29 32 23
internal_value=0 0.00124387 0.00112277 0.00219833 0.00138188 0.00222536 0.00227455 0.00181013 0.000815428 0.000995776 0.00202691 0.00154309 0.0020776 0.00225454 0.00202042 0.001869 0.00227603 0.000554567 0.00229436 0.00228665 0.00217098 0.002119 0.00118319 0.00165066 0.00205209 0.000743832 0.00232602 0.00205923 0.000435999 0.000289308
internal_weight=0 673 599 2448 325 2351 1884 103 274 162 467 97 426 1808 152 117 1656 112 1550 1528 388 398 222 71 73 89 1140 306 90 55
internal_count=3121 673 599 2448 325 2351 1884 103 274 162 467 97 426 1808 152 117 1656 112 1550 1528 388 398 222 71 73 89 1140 306 90 55
is_linear=0
shrinkage=0.00167351


Tree=2352
num_leaves=31
num_cat=0
split_feature=1 12 52 1 1 12 12 4 4 4 2 47 12 11 11 0 1 124 2 47 11 0 160 43 15 3 4 51 3 43
split_gain=169.48 19.912 19.7894 14.9736 11.1788 9.71568 6.82196 5.86912 4.96568 4.26403 4.03537 3.72718 2.48542 2.43957 2.7039 2.59998 2.24015 2.16742 2.01173 2.00197 1.74682 1.99793 2.78758 1.66137 2.47533 1.72008 1.54858 1.52244 1.72741 1.37496
threshold=0.10752500000000002 0.051320000000000005 -0.40306999999999998 0.13436000000000001 0.092390000000000014 0.088105000000000003 0.090285000000000018 -0.17966999999999997 0.40473500000000007 0.033845000000000007 0.11389000000000002 0.13082500000000002 0.13597000000000004 1.0000000180025095e-35 0.080150000000000013 -0.12333499999999999 0.10124500000000002 -0.072314999999999977 0.17025000000000004 0.077555000000000013 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 -0.025214999999999998 -0.0088349999999999974 0.31299000000000005 0.36766000000000004 -0.11559499999999999 0.092670000000000016 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 10 23 13 -6 -7 12 19 18 20 15 -15 -3 17 -9 -5 27 21 -8 -23 -4 25 26 -25 -1 29 -29
right_child=2 6 3 11 7 8 9 16 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0025869979578411135 0.0022957527280722434 0.0018126476814519007 0.0010126785968408861 0.00078867710178520147 0.0023820110889524056 0.0021078504798168417 0.0023598342436617916 0.0014016077409481627 0.00128456879264169 0.0020128713641035696 0.0014895073707341818 0.0014269366478657096 0.0018115709808724535 0.0031204479714545784 0.0024786265085314182 0.0024591156202573138 0.0013032553540805933 0.0020067633844085275 0.00036570311498257846 0.0026905421960188008 0.002615172403921263 0.001539141996881317 0.0022338201996719835 0.0019284524924344246 0.00078025767940643402 0.0010753338432338293 0.0013905914127145974 0.0018907697322282288 0.0017531961094409609 0.002339666201110369
leaf_weight=29 52 20 108 122 28 68 573 35 35 171 22 23 29 37 47 1037 85 40 50 33 67 22 106 25 23 32 52 28 29 93
leaf_count=29 52 20 108 122 28 68 573 35 35 171 22 23 29 37 47 1037 85 40 50 33 67 22 106 25 23 32 52 28 29 93
internal_value=0 0.00230654 0.00124957 0.00114845 0.00195439 0.00137184 0.002377 0.00163191 0.00182809 0.00226734 0.00221348 0.000755504 0.00232194 0.00247003 0.00276133 0.00244688 0.00150065 0.00172436 0.00066572 0.0022886 0.00234121 0.00231502 0.00211442 0.00117603 0.00130969 0.0014214 0.00156522 0.0022145 0.00214249 0.00223579
internal_weight=0 2531 590 538 422 343 2109 188 103 968 234 195 797 1141 84 1057 160 75 172 212 768 701 128 240 132 109 77 179 150 121
internal_count=3121 2531 590 538 422 343 2109 188 103 968 234 195 797 1141 84 1057 160 75 172 212 768 701 128 240 132 109 77 179 150 121
is_linear=0
shrinkage=0.00177594


Tree=2353
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 0 2 14 4 1 15 0 16 0 2 4 15 2 16 0 47 43 2 0 4
split_gain=204.987 23.9294 21.7959 15.6186 13.8096 8.74385 8.00297 6.49255 5.63 4.36686 4.33047 4.13063 3.76681 3.73165 3.25472 2.68051 2.56713 3.16394 2.42123 2.82009 2.31335 3.40014 2.13639 1.7805 1.7528 1.48185 1.4102 3.24371 1.43137 1.33504
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.09141500000000001 0.40124500000000002 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.14960000000000004 0.076175000000000007 0.40945500000000007 0.10124500000000002 0.13592500000000005 -0.11173999999999999 -0.43320999999999993 -0.071339999999999987 0.092235000000000025 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.037154999999999994 -0.09595999999999999 0.10350500000000001 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 10 11 12 25 -6 15 -1 13 16 -3 18 24 17 -4 19 -10 22 -22 -12 -7 -8 -5 28 -28 -2 -18
right_child=1 5 6 7 8 23 9 -9 14 -11 20 -13 -14 -15 -16 -17 29 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024339147009496782 0.00032516524673208288 0.00087856606828327227 0.0019007525138066237 0.0019471314805966798 0.0018502908206181675 0.00082730081537278979 0.0021663667146646897 0.00092799020378823136 0.0016788814456473013 0.0015462213387955129 0.0020856965233255285 0.0001145128117920088 0.0023877949011274937 0.00038462450502383679 0.00093231519728172456 0.0013147486176589179 0.0019739793042980879 0.0011450093763504727 0.00085145755485411059 0.0011364739758088415 0.0017348423632065962 0.0010998294783787549 0.0015042946109711059 0.0014174715853407969 0.0018226868467519947 0.0015602612781697022 0.0013732694863463986 0.00080231961334054482 0.00087250393451605715 0.0017519064248018054
leaf_weight=22 21 51 35 45 31 24 36 29 49 160 53 78 46 113 85 23 1079 20 20 40 76 26 20 23 644 46 29 108 23 66
leaf_count=22 21 51 35 45 31 24 36 29 49 160 53 78 46 113 85 23 1079 20 20 40 76 26 20 23 644 46 29 108 23 66
internal_value=0 0.000829381 0.0018215 0.00112849 0.00150705 0.000517849 0.00188442 0.00155254 0.00125048 0.00177223 0.00180009 0.000401659 0.00196213 0.000538228 0.00115464 0.00182367 0.00194581 0.00162594 0.00132801 0.0014351 0.00172041 0.00157298 0.00192641 0.00111611 0.00184088 0.00175157 0.000847356 0.000923178 0.000611274 0.00196118
internal_weight=0 590 2531 301 422 289 2109 120 225 863 197 242 1246 164 194 703 1200 55 109 89 175 102 73 47 680 91 181 137 44 1145
internal_count=3121 590 2531 301 422 289 2109 120 225 863 197 242 1246 164 194 703 1200 55 109 89 175 102 73 47 680 91 181 137 44 1145
is_linear=0
shrinkage=0.00151575


Tree=2354
num_leaves=31
num_cat=0
split_feature=1 2 15 457 11 12 160 14 4 474 1 43 457 150 12 15 15 14 4 4 0 34 42 41 0 484 2 43 4 11
split_gain=7.29676 1.29446 0.993294 1.19037 0.899357 0.873927 0.678084 0.598084 0.679904 0.868585 0.967369 0.709031 0.605123 0.581448 0.507029 0.484965 1.02461 0.727896 0.511397 0.445169 0.552418 0.4297 0.378362 0.376416 0.36275 0.360249 0.346621 0.311732 0.285422 0.27431
threshold=0.10752500000000002 0.12043500000000001 -0.41942499999999994 0.079590000000000008 0.084110000000000004 0.051320000000000005 -1.0000000180025095e-35 -0.10708499999999999 -0.17966999999999997 0.086515000000000009 0.10124500000000002 -0.081289999999999987 0.084365000000000009 0.091105000000000005 0.11734000000000001 -0.41942499999999994 -0.30407999999999996 -1.0000000180025095e-35 0.51388000000000011 0.27834500000000006 -0.14920999999999998 -1.0000000180025095e-35 -0.08298999999999998 0.079395000000000007 0.056435000000000006 0.090535000000000018 0.13754500000000003 -0.081154999999999991 0.27287000000000006 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 21 7 -2 -1 24 10 13 -12 -13 -10 19 18 -17 -18 26 20 23 -4 -23 -7 -9 -20 -3 -24 -19 -22
right_child=1 15 3 -5 -6 14 -8 8 9 -11 11 12 -14 -15 -16 16 17 28 25 -21 29 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035217681909465249 0.0015902076729575295 0.0030360210373468572 0.00085931347362580817 -5.6505052917922108e-05 0.0040139331840085227 0.0043776278745255356 -0.00018623197754200264 0.0031954130997573649 0.0024521788739182253 -0.00017198327606050449 0.0019940682578407361 -0.001221509978384699 0.0012223096818483625 0.00087207384497104681 0.0018235882978431836 -0.0014082223126916373 0.0021809300425190844 0.00075515081854168312 0.0013738143397173904 0.0011511805914415933 0.0025705658038079329 0.00088445780534267824 0.00349284738598737 0.0026678975881875809 0.0017919982438096087 -0.00047135844360175928 0.0012753235848803393 0.0021718193574554586 -0.00031238479843087287 0.0031718256140546414
leaf_weight=27 45 20 29 26 25 30 42 60 184 22 34 20 21 27 87 27 28 69 23 21 1868 20 21 23 27 20 26 129 40 80
leaf_count=27 45 20 29 26 25 30 42 60 184 22 34 20 21 27 87 27 28 69 23 21 1868 20 21 23 27 20 26 129 40 80
internal_value=0 0.00124991 0.00165798 0.00198001 0.00221639 0.00249161 0.000732616 0.00207393 0.00197496 0.00175325 0.00190134 0.000920488 3.02025e-05 0.00224999 0.00257519 0.000706338 0.000382037 0.000734862 0.00130393 0.00260753 0.00262282 0.00199057 0.00218355 0.00363567 0.00275987 0.000515594 0.00204084 0.00235676 0.000363395 0.00259526
internal_weight=0 590 337 250 224 2531 87 422 395 308 286 75 41 211 2109 253 164 137 89 2022 2001 199 170 53 87 43 46 150 109 1948
internal_count=3121 590 337 250 224 2531 87 422 395 308 286 75 41 211 2109 253 164 137 89 2022 2001 199 170 53 87 43 46 150 109 1948
is_linear=0
shrinkage=0.010055


Tree=2355
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 14 2 4 2 1 1 1 50 13 4 16 47 12 4 475 47 49 157 148 52 16 1 2 16
split_gain=192.736 24.3337 19.7314 17.3999 12.8997 8.13955 5.91428 5.66262 6.03733 5.43824 5.24176 3.48974 3.36334 3.0529 3.03765 2.75754 2.33209 2.3198 2.28541 2.68938 2.15362 2.13246 2.11609 2.05059 1.95459 1.81677 2.41091 2.71515 1.53673 1.53104
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.10045500000000002 0.12958500000000003 0.076975000000000002 0.14122000000000004 0.36766000000000004 0.14285500000000004 0.077845000000000011 0.089625000000000024 0.15964000000000003 0.089465000000000017 -1.0000000180025095e-35 0.024790000000000003 -0.079109999999999986 0.084210000000000021 0.09141500000000001 -0.51843499999999987 -0.066784999999999983 0.10019500000000002 -0.012034999999999999 -0.069619999999999987 -0.043434999999999994 0.039215000000000007 0.51222500000000004 0.10124500000000002 -1.0000000180025095e-35 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 6 24 11 8 20 14 -4 18 -7 16 21 -16 17 -13 19 -1 -6 -5 -2 -20 -3 26 27 -22 -18 -25
right_child=1 5 10 9 7 12 -8 -9 -10 -11 -12 13 -14 -15 15 -17 28 -19 23 -21 25 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0030399074268224694 0.0017472168241976468 0.00097443437505563416 0.0023260466844474297 0.0012932645571433945 0.0025379700501997416 0.00097620185371444224 0.002885349978274727 0.0016529486133984902 0.001617697820295887 0.00096817442581756364 0.001567626966267217 0.0016247059777693561 0.00040409847272811228 0.0024892597426228566 0.0021509314754629715 0.0014628643815820361 0.0019447188802397505 0.0022743795628509711 0.001915498058101497 0.0025048636249583611 0.0021227204141142202 0.0018307615417872155 0.0022912115500359417 0.0024387496441813923 0.0014709074862769239 0.0023653299437627852 0.0024019435924192058 0.0015168272788821263 0.0023538380437368171 0.0020895072884775817
leaf_weight=22 20 22 28 74 68 127 75 41 33 43 83 28 29 139 32 23 25 23 21 1141 113 22 92 292 106 154 58 20 135 32
leaf_count=22 20 22 28 74 68 127 75 41 33 43 83 28 29 139 32 23 25 23 21 1141 113 22 92 292 106 154 58 20 135 32
internal_value=0 0.00142182 0.00238383 0.00171837 0.0024125 0.00110229 0.00246804 0.00219202 0.00224158 0.00144374 0.00175894 0.0024512 0.000869849 0.00231484 0.00157917 0.00186319 0.00219995 0.0019177 0.00248285 0.00251498 0.00229143 0.00141644 0.00219407 0.00237451 0.00138558 0.00224283 0.00214407 0.00203161 0.00228991 0.00240426
internal_weight=0 590 2531 306 2420 284 1933 487 446 194 111 1858 156 350 151 55 211 51 1508 1163 413 96 112 345 128 345 191 133 160 324
internal_count=3121 590 2531 306 2420 284 1933 487 446 194 111 1858 156 350 151 55 211 51 1508 1163 413 96 112 345 128 345 191 133 160 324
is_linear=0
shrinkage=0.00151575


Tree=2356
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 4 1 3 4 14 47 50 12 13 47 4 3 4 49 47 49 1 0 16 11 4 3 16
split_gain=234.806 28.4072 26.388 21.494 14.6291 14.4681 9.00896 7.81365 5.34555 4.80926 4.44791 3.70739 3.7 3.51543 3.33414 3.30347 3.15654 2.81153 4.65837 2.19355 2.1848 2.1656 2.16452 2.25085 2.13483 2.74342 1.69968 1.78468 1.60029 1.51447
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.09253500000000002 0.091475000000000015 -0.17966999999999997 0.12958500000000003 -0.11171999999999999 0.033845000000000007 0.076175000000000007 0.077555000000000013 0.041865000000000006 0.13597000000000004 -1.0000000180025095e-35 0.091680000000000011 -0.046564999999999988 0.092670000000000016 0.024790000000000003 -0.012034999999999999 0.094160000000000008 -0.063424999999999981 0.10089500000000001 -0.11173999999999999 -0.43320999999999993 0.080455000000000013 -0.15464999999999998 -0.10115999999999999 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 15 9 11 -7 -5 -1 14 24 17 -3 26 21 22 -11 -19 -17 -6 -2 23 -9 25 -4 27 -8 -12 -24
right_child=1 13 6 8 20 7 10 16 -10 12 28 -13 -14 -15 -16 19 -18 18 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011119483796434119 0.00060251808774398701 1.0188903562643676e-05 0.0019018704074174728 0.00078042486107529326 0.0011644385125603432 0.0018709464409452754 0.0014225207245684155 0.0014230116180953577 0.00029472447651334918 0.0019613157035509106 0.0011289622477753493 0.0023602645618175109 0.0022350402512074873 0.00059018847366069146 0.0013058577959460015 0.0014794404320885321 0.0014523404992549686 0.0017023150898186437 0.00094492285693434841 0.00085239986909194977 0.0017048266258270044 0.0011466177624429405 0.00097468378909029685 0.00082087259043729253 0.0019441860903849826 0.0012224733224550776 0.0020488558985962343 0.0018134573854727703 0.0015791616634167943 0.0005429724881866985
leaf_weight=27 70 100 35 116 20 28 27 29 88 58 20 46 33 30 29 28 30 97 22 22 95 21 34 26 1156 21 65 574 136 38
leaf_count=27 70 100 35 116 20 28 27 29 88 58 20 46 33 30 29 28 30 97 22 22 95 21 34 26 1156 21 65 574 136 38
internal_value=0 0.000757406 0.00179842 0.000930749 0.0012175 0.00145921 0.00186629 0.00114778 0.000570907 0.00170231 0.00174821 0.00194618 0.00177822 0.000144035 0.00179911 0.000896683 0.00101881 0.00169305 0.00156229 0.00120354 0.00161085 0.00072808 0.000916395 0.00113836 0.00193046 0.0016471 0.00182058 0.00179589 0.00152144 0.000746836
internal_weight=0 590 2531 460 256 422 2109 185 204 237 851 1258 210 130 695 141 157 177 119 50 115 91 127 55 1212 56 666 601 156 72
internal_count=3121 590 2531 460 256 422 2109 185 204 237 851 1258 210 130 695 141 157 177 119 50 115 91 127 55 1212 56 666 601 156 72
is_linear=0
shrinkage=0.00148603


Tree=2357
num_leaves=31
num_cat=0
split_feature=1 2 12 12 4 15 1 12 1 0 13 51 4 0 2 34 14 43 16 159 31 40 158 2 4 0 12 133 132 13
split_gain=8.10726 1.35231 0.984584 0.955033 0.589527 0.729587 0.588098 0.561579 0.645387 0.557611 0.556186 0.486092 0.484069 0.826672 0.566983 0.471831 0.474229 0.461992 0.457698 0.661696 0.456543 0.44957 0.422917 0.509638 0.402133 0.547794 0.488832 0.480928 0.474579 0.404399
threshold=0.10752500000000002 0.13622000000000004 1.0000000180025095e-35 0.051320000000000005 -0.15764999999999998 -0.079929999999999987 0.08864000000000001 0.087830000000000005 0.089875000000000024 -0.23194499999999998 -0.11122999999999998 0.10532000000000001 -0.15464999999999998 -0.067094999999999988 0.092235000000000025 -0.021334999999999996 -0.46242499999999992 0.093175000000000022 -0.11118499999999999 0.093660000000000007 -0.077289999999999984 1.0000000180025095e-35 0.07968500000000002 0.085045000000000023 0.033845000000000007 -0.092404999999999973 0.13597000000000004 -0.082009999999999986 -0.014134999999999998 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 6 -3 11 9 8 17 -1 -4 18 -8 14 -14 20 -17 -5 -6 -20 -2 -18 23 -11 25 27 28 -9 29 -27
right_child=1 4 10 7 5 -7 12 24 -10 22 -12 -13 13 -15 -16 16 21 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0043689692635191157 0.0012526205438257287 0.0022707772727774628 0.0010358812277560094 0.0031272250503025429 0.0010331106049842253 -0.0010599242152740018 0.0030338138869144748 0.0029259539298232135 0.0013981438765250768 0.00075043429318185999 0.0027223063998841608 0.0021702469349502485 0.0028434910345737901 0.00011798030033399597 0.0015261629604679523 0.0031337614213398268 0.0016344867276059448 0.0046017683804101149 -0.0018079965252682483 0.00093679903351045861 -0.00056068690690216504 -6.8624996389686347e-05 0.0037435508044793304 0.0025839635029188453 0.0023392778593955819 0.0021505050023262842 0.0012973673363044472 0.0044351385893751354 0.002715294922080932 0.0036817858015233819
leaf_weight=22 43 22 27 749 61 31 40 53 24 20 127 23 62 30 93 21 150 25 20 20 25 20 29 126 214 24 25 44 843 108
leaf_count=22 43 22 27 749 61 31 40 53 24 20 127 23 62 30 93 21 150 25 20 20 25 20 29 126 214 24 25 44 843 108
internal_value=0 0.00141656 0.00175098 0.00280552 0.00063622 0.000404218 0.00234216 0.00289824 0.00312142 0.00276786 0.00242663 0.000770254 0.00196943 0.00173929 0.00205309 0.00134925 0.00162099 0.00317485 0.000451444 -0.000435599 0.000585963 0.00143412 0.00256658 0.0023328 0.0027624 0.00284494 0.00277067 0.00361053 0.00280845 0.00340337
internal_weight=0 590 413 2531 177 155 422 2109 798 197 154 124 225 185 155 259 191 774 101 40 68 170 175 146 1311 1097 1000 97 975 132
internal_count=3121 590 413 2531 177 155 422 2109 798 197 154 124 225 185 155 259 191 774 101 40 68 170 175 146 1311 1097 1000 97 975 132
is_linear=0
shrinkage=0.0106704


Tree=2358
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 2 1 14 2 2 4 0 1447 1 52 159 157 42 151 1 0 2 160 160 16 4 12
split_gain=190.297 32.4444 19.6858 15.8241 11.1971 9.73049 6.59518 6.20116 5.41857 4.47825 4.4273 4.05522 3.21514 2.99056 2.48039 1.84331 1.56494 1.53433 1.43736 1.38078 1.35377 1.43122 1.31877 1.83435 1.31433 1.7979 1.24005 1.23198 1.17457 1.33368
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.13501500000000002 0.13082500000000002 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.14838000000000004 -0.090999999999999984 0.42051500000000003 -0.23091999999999999 -0.082869999999999985 0.086920000000000011 -0.024714999999999997 0.082585000000000006 -0.42132499999999995 0.083425000000000013 -0.080889999999999976 0.085110000000000005 -0.070154999999999981 0.11510000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11346000000000002 -0.0070899999999999991 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 10 14 11 28 -5 12 13 -1 -4 -7 -16 -14 -3 19 -17 21 -21 23 -20 25 -19 -15 -8 -6 -30
right_child=1 2 7 9 8 6 27 -9 -10 -11 -12 -13 16 26 15 18 -18 24 22 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001381236204190602 0.0019526970032421541 0.00078558173652343733 0.00090251768806500691 0.0017163006219797141 0.0020400686138549251 0.0013607601236935779 0.0010178818973666222 0.0011497953502198712 0.00088537442962218502 0.0010141519318142781 0.0024501774650459119 0.00017686113769264616 0.0020536121540199459 0.00072083996370108879 0.0021952208562903241 0.0022180191578417209 0.001934883018361192 0.001593248032194887 0.0020477762933534009 0.0013272294232220534 0.0018780344009336699 0.0017623140984046096 0.002372760434540465 0.0015752682627393697 0.00087920163586931307 0.0010209380794930342 0.0003346122637201247 0.001524932860022689 0.001842095548370015 0.0013626870433988466
leaf_weight=20 76 108 55 37 23 25 26 37 24 58 59 84 928 29 40 21 393 20 84 20 336 314 20 27 62 43 72 22 31 27
leaf_count=20 76 108 55 37 23 25 26 37 24 58 59 84 928 29 40 21 393 20 84 20 336 314 20 27 62 43 72 22 31 27
internal_value=0 0.000980645 0.000860521 0.00191853 0.00111594 0.0019442 0.00181963 0.000548858 0.00154351 0.00128762 0.00202739 0.000456214 0.00200879 0.000606634 0.00185044 0.00186464 0.00201829 0.000923256 0.00184855 0.00181984 0.00180736 0.00173626 0.00200001 0.00193284 0.00104221 0.00120262 0.000445509 0.00125028 0.00173851 0.00161892
internal_weight=0 691 615 2430 338 2335 935 277 105 95 1400 240 1341 156 887 862 1321 233 822 691 670 334 131 111 125 63 101 48 81 58
internal_count=3121 691 615 2430 338 2335 935 277 105 95 1400 240 1341 156 887 862 1321 233 822 691 670 334 131 111 125 63 101 48 81 58
is_linear=0
shrinkage=0.00157699


Tree=2359
num_leaves=31
num_cat=0
split_feature=1 4 12 2 3 4 14 1 4 0 12 1 4 2 43 16 13 1 15 376 159 151 39 4 3 401 156 13 41 15
split_gain=7.59306 1.29054 0.894416 0.708179 0.685995 0.660712 0.577382 0.682325 0.578382 0.559453 0.49828 0.541064 0.476937 0.469983 0.49029 0.521617 0.446182 0.43012 0.42694 0.500435 0.661562 0.419855 0.424631 0.511628 0.673693 0.401767 0.396132 0.424036 0.375251 0.46623
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 0.25063000000000007 -0.053259999999999995 0.10528000000000001 -0.10708499999999999 0.08864000000000001 -0.15464999999999998 -0.030209999999999997 0.087830000000000005 0.089875000000000024 -0.064804999999999988 0.092235000000000025 -0.080884999999999985 -0.36241499999999999 -0.011289999999999998 0.12000500000000001 -0.026084999999999994 0.080200000000000007 0.085545000000000024 -0.080384999999999984 0.10076500000000001 -0.059649999999999988 0.013900000000000001 0.085900000000000018 0.090170000000000014 -0.14819499999999997 0.077565000000000009 0.13592500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 17 -2 12 -1 21 -9 13 11 26 16 -10 -15 -16 -6 -3 19 20 -14 -8 23 -23 -25 -19 27 -4 29 -12
right_child=1 3 10 -5 5 -7 7 8 9 -11 28 -13 18 14 15 -17 -18 25 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.003546330315424613 0.0023462421478110959 0.0015109463644155407 0.0040680222490275262 -0.00086110480329711786 0.0011113125744637389 0.0028207860308279657 0.0038476228637809003 0.0027221433460380504 0.0022153794886944963 -0.00020135742570921659 0.0025684546541440267 0.0013421201553703663 0.0024001809819486361 0.002110440979365265 0.0015575110333506093 -0.00044071567703559138 0.003065496110666479 0.0008263999135522806 -0.00036040507629910864 -0.00030031340800287337 0.00043796199151282009 0.0031482654663321477 0.0012003802622293268 0.002692583595938419 0.00060783494380969177 -0.00069016724477359668 0.0016299875040225182 0.0028669225870197042 0.001358767443841002 0.0014231163977295402
leaf_weight=27 115 89 31 24 27 27 20 40 67 20 1246 24 38 30 25 28 21 151 26 20 32 69 29 42 25 20 25 718 28 37
leaf_count=27 115 89 31 24 27 27 20 40 67 20 1246 24 38 30 25 28 21 151 26 20 32 69 29 42 25 20 25 718 28 37
internal_value=0 0.00127965 0.00254632 0.000791517 0.0017327 0.00136328 0.00212377 0.00202653 0.00163429 0.00137832 0.00263087 0.00282897 0.00112333 0.00158894 0.00108326 0.000501844 0.00196627 0.000944066 0.000774525 0.00110239 0.00150317 0.00247177 0.002305 0.00254055 0.00191469 0.000649024 0.00287508 0.00291663 0.00251029 0.00253542
internal_weight=0 590 2531 284 306 191 422 395 210 170 2109 798 164 150 83 53 48 260 116 90 70 185 165 136 67 171 774 749 1311 1283
internal_count=3121 590 2531 284 306 191 422 395 210 170 2109 798 164 150 83 53 48 260 116 90 70 185 165 136 67 171 774 749 1311 1283
is_linear=0
shrinkage=0.010055


Tree=2360
num_leaves=31
num_cat=0
split_feature=1 1 2 4 1428 52 16 0 3 484 2 16 2 131 124 4 1456 401 16 0 4 1446 51 3 51 2 12 402 16 13
split_gain=6.1642 1.02931 0.791432 0.788183 0.57332 0.574427 0.812698 0.808705 0.79022 0.570708 0.557275 0.557396 0.555374 0.527707 0.482177 0.428856 0.608639 0.421129 0.420088 0.704449 0.41644 0.44547 0.399023 0.48266 0.570379 0.444266 0.455844 0.434682 0.610431 0.587616
threshold=0.10920500000000001 0.14262000000000002 0.10045500000000002 -0.010655 0.087445000000000009 0.039215000000000007 0.40737000000000007 -0.062294999999999996 -0.10217499999999997 0.085130000000000011 -0.0091949999999999983 -0.0064149999999999997 0.25063000000000007 0.095715000000000008 -0.063929999999999987 -0.082769999999999982 -0.085209999999999994 0.080190000000000011 0.064860000000000015 -0.088544999999999985 -0.082349999999999993 0.037915000000000011 -0.13782999999999998 0.092670000000000016 -0.097539999999999974 0.095545000000000005 0.080890000000000017 -0.071209999999999982 -0.087659999999999988 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 14 5 6 8 -7 -4 18 11 -1 -3 -5 -2 16 -12 20 19 -10 -17 22 -22 24 -24 26 -26 28 -28 -29
right_child=1 12 4 13 -6 7 -8 -9 9 -11 15 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.00092248690537258639 0.00099472489494170776 0.00070555093092974832 -9.1415334931792117e-05 0.0011304847469237743 0.0039431614152383434 0.0033538808556368015 0.0027593554305604326 0.0016356468646027897 0.0013362315911151735 0.0038077322175250733 0.004967225344164659 0.0030009160523951379 -0.0015548092712977088 0.0026008279080550621 0.0029212399296761906 0.0011523085366214217 0.0031390238352322574 0.0034048952598095001 0.00024906043795534089 0.0033855350784614117 0.0038405996413444312 0.0034230274095187318 0.00064681341423941099 0.0011669626927830589 0.0036280369587981124 0.0019216630813902267 0.0053641901618143176 0.0016842818801549979 0.0030144869799735375 0.0027471767786829411
leaf_weight=42 25 89 38 289 33 131 124 60 90 20 29 36 20 42 89 24 483 168 28 35 44 144 20 32 94 91 20 90 98 593
leaf_count=42 25 89 38 289 33 131 124 60 90 20 29 36 20 42 89 24 483 168 28 35 44 144 20 32 94 91 20 90 98 593
internal_value=0 0.00135831 0.00278391 0.00161978 0.00237601 0.00227769 0.00197185 0.00281412 0.00150905 0.00186059 0.00289746 0.00188176 0.000290806 0.00131705 0.00249876 0.00293851 0.00324257 0.00282872 0.00160607 0.00191004 0.00275129 0.00278259 0.00269735 0.00264889 0.00269603 0.0027376 0.00282056 0.0027258 0.00341274 0.00260712
internal_weight=0 554 2567 445 559 526 335 191 211 173 2008 78 109 331 114 1930 512 1418 153 125 1250 1226 1082 1038 1006 986 895 801 118 683
internal_count=3121 554 2567 445 559 526 335 191 211 173 2008 78 109 331 114 1930 512 1418 153 125 1250 1226 1082 1038 1006 986 895 801 118 683
is_linear=0
shrinkage=0.0122569


Tree=2361
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 4 14 47 1 150 2 1 0 2 43 12 4 157 43 2 2 475 150 16 3 1 14 2 16
split_gain=179.738 21.2415 19.0527 15.6483 11.7758 9.77281 5.85771 5.78384 5.04097 4.681 4.61208 5.33777 2.5059 2.33412 1.86938 1.69708 1.67492 2.05164 1.69547 1.56371 1.67523 1.44917 1.30524 1.23047 1.16758 1.13064 1.04672 1.01689 1.00851 1.00134
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13436000000000001 0.10045500000000002 0.088105000000000003 0.40473500000000007 0.076175000000000007 0.13082500000000002 0.09253500000000002 1.0000000180025095e-35 0.13501500000000002 0.089625000000000024 -0.10836499999999999 -0.0091949999999999983 -0.016814999999999997 0.09141500000000001 -0.51843499999999987 -0.069619999999999987 -0.025214999999999998 0.11177500000000001 0.16394500000000004 -0.07550999999999998 0.084120000000000014 0.19444000000000003 0.086245000000000016 0.10538500000000002 -1.0000000180025095e-35 0.090675000000000019 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 19 -7 12 21 -4 11 22 16 23 -15 -12 17 -1 -18 -3 -21 -5 -6 -14 28 -19 -24 -22 -20 -13
right_child=1 3 9 8 10 6 -8 -9 -10 -11 15 29 13 14 -16 -17 18 25 24 20 27 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021047526622422017 0.0015119777349611666 0.00036706426185850266 0.0013674421514196578 0.00013649049315104964 0.0016372081471072017 0.0013388730758260845 0.00056043884459015174 0.0020140494646105319 0.000807259156933361 0.00067867300565578278 0.0011757534512678838 0.00067229536582538003 0.0013864997583911221 0.0011051484851973443 0.0015461989720688047 0.00055996093538531193 0.0010886979558441718 0.0016382957176997257 0.0017056487902657553 0.00096959118332640962 0.0008042272161228255 -0.00016499463512408596 0.0014180418873273363 0.00085724123351328793 0.0012616547707341237 0.0013958476779539215 0.0010532226256335067 0.00044752534386026724 0.0015106235562408873 0.0011245532813727857
leaf_weight=22 52 108 34 115 64 68 35 77 23 77 20 25 21 25 283 23 21 1091 93 26 25 57 313 21 32 48 20 81 199 22
leaf_count=22 52 108 34 115 64 68 35 77 23 77 20 25 21 25 283 23 21 1091 93 26 25 57 313 21 32 48 20 81 199 22
internal_value=0 0.000568386 0.00151598 0.000477184 0.00154471 0.000675995 0.00107436 0.00159884 0.00012748 0.000889647 0.00132985 0.00137667 0.00158162 0.00146378 0.0015104 0.000846376 0.001609 0.00163711 0.00151442 0.000505031 0.000617914 3.65797e-05 0.00143499 0.00112187 0.00154201 0.00162808 0.00139613 0.000531653 0.00157274 0.000883991
internal_weight=0 590 2531 538 2420 343 103 1933 195 111 487 444 1856 350 308 43 1506 1161 345 240 132 172 397 42 324 1139 333 106 292 47
internal_count=3121 590 2531 538 2420 343 103 1933 195 111 487 444 1856 350 308 43 1506 1161 345 240 132 172 397 42 324 1139 333 106 292 47
is_linear=0
shrinkage=0.00154607


Tree=2362
num_leaves=31
num_cat=0
split_feature=1 3 12 52 3 52 39 2 15 1 4 42 13 0 52 0 13 1 3 13 49 0 48 160 151 456 131 159 47 1213
split_gain=5.87996 1.0227 0.778057 0.771231 0.631707 0.626496 0.560972 0.656657 0.504775 0.551248 0.4702 0.429363 0.430986 0.514789 0.400342 0.717204 0.389861 0.383844 0.395689 0.521594 0.371044 0.368486 0.500356 0.983069 0.469378 0.483158 0.429159 0.448245 0.537539 0.376236
threshold=0.10920500000000001 0.31534000000000006 0.051320000000000005 -0.26636999999999994 0.12178000000000001 0.048770000000000008 0.087735000000000021 1.0000000180025095e-35 0.035560000000000008 0.08864000000000001 0.053180000000000012 -0.019989999999999997 -1.0000000180025095e-35 -0.22491999999999998 -0.088614999999999985 -0.014954999999999998 -0.47860499999999995 0.14627000000000004 -0.0080949999999999998 -0.085584999999999981 -0.015259999999999998 -0.086284999999999987 0.092475000000000016 -0.059339999999999997 -0.088054999999999981 0.083075000000000024 0.077555000000000027 -0.041644999999999995 1.0000000180025095e-35 0.080955000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 16 7 -5 9 -1 21 -9 -13 -14 -11 -16 -3 18 20 -20 -8 24 29 -24 25 -4 -26 -28 -29 -23
right_child=1 5 10 6 -6 -7 17 11 -10 14 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0019924966799737646 0.0022011663757069036 0.00012339461659628337 0.00052025676676739825 0.0018934387661276651 9.4562909730948322e-05 0.0010430880383541789 0.0003462795480845432 -0.00029536817203261977 0.0026362503643630555 0.0021170198486565 0.0016811536927843268 0.00059426416813384794 0.00039941474702338999 0.0020095350662165741 0.0013365643743678112 -0.00039129262899486456 -0.0014020934979972108 -0.00043513260216381406 0.0013181313099484176 -0.00050735176893965117 0.0017414973328906788 0.0020094271120123528 -0.00037911982831162158 0.0019833459706950578 0.0022702991651127507 0.0023476543640920514 0.0018610253792018061 0.0042337582225111716 0.0023724007592957042 0.002550266453224996
leaf_weight=170 49 33 24 87 21 34 25 21 44 40 247 75 23 58 149 23 24 27 21 34 43 1112 21 48 453 24 20 31 22 118
leaf_count=170 49 33 24 87 21 34 25 21 44 40 247 75 23 58 149 23 24 27 21 34 43 1112 21 48 453 24 20 31 22 118
internal_value=0 0.000947298 0.00198183 0.00112077 0.00163654 6.46898e-05 0.000992897 0.00124559 0.00171256 0.00160616 0.00205464 0.000927156 0.00109173 0.00155234 0.00129636 0.00110551 -0.000518916 0.000548157 0.000764001 0.000189651 0.00122855 0.00210389 0.00201898 0.00126433 0.00229605 0.00143396 0.00237473 0.00302274 0.00346112 0.00206131
internal_weight=0 554 2567 463 447 91 414 264 426 382 2120 177 156 81 212 172 57 150 123 55 68 1873 1299 69 574 48 526 73 53 1230
internal_count=3121 554 2567 463 447 91 414 264 426 382 2120 177 156 81 212 172 57 150 123 55 68 1873 1299 69 574 48 526 73 53 1230
is_linear=0
shrinkage=0.00910708


Tree=2363
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 4 1 14 1 11 1 150 1 47 49 2 1 13 15 52 12 3 1 0 43 1375 15
split_gain=178.987 20.6138 18.8858 12.9246 11.4538 9.57306 8.65187 5.67791 5.48625 4.68661 3.84309 2.96343 2.52751 3.652 4.89348 2.45401 2.36165 2.08723 1.69034 1.618 1.612 1.51164 1.94357 1.42066 1.43557 1.32678 1.27602 1.16165 1.1044 1.0416
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.13712500000000002 0.14285500000000004 0.089885000000000007 0.27287000000000006 0.077845000000000011 0.076175000000000007 0.12765500000000005 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.090540000000000023 0.10670500000000001 -0.012034999999999999 -1.0000000180025095e-35 0.16175000000000003 -1.0000000180025095e-35 0.040760000000000005 -0.07167999999999998 0.095780000000000018 -0.10831999999999999 0.13075500000000004 -0.064754999999999993 -0.080324999999999994 0.083830000000000002 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 17 7 8 10 16 -4 15 -10 13 23 -15 29 20 -2 -17 -8 -3 22 -14 24 -9 -6 -18 -11 -26 -1
right_child=1 6 9 -5 25 -7 19 12 11 27 -12 -13 21 14 -16 18 26 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0025632782630255388 0.0014625280826465372 0.0010645445213284179 0.0020700138019947188 0.0013254996019514246 0.001267188430354687 0.0014769466504894633 0.00067327864377667935 0.0018566685818488468 0.0011256731100558034 0.0014303543184635242 0.0026795739271234104 0.00066019268076903488 0.0023940863079846418 0.0019911096989401046 0.0010619904525294467 0.0017004524866302728 0.0018712489886823795 0.0020358700176476758 0.0021570182269109736 0.00017743068804559358 0.0015048928178633477 0.0027466452022219317 0.001817421132620259 0.002030375925429216 0.0021806541603944548 0.00080708741704862497 0.0013261470463219445 0.0010106205616360491 0.00255125596411747 0.0022812369868684137
leaf_weight=35 20 76 28 45 50 47 90 34 67 59 58 75 62 55 20 23 25 92 239 21 30 20 20 299 383 24 20 24 22 1058
leaf_count=35 20 76 28 45 50 47 90 34 67 59 58 75 62 55 20 23 25 92 239 21 30 20 20 299 383 24 20 24 22 1058
internal_value=0 0.00116592 0.00214974 0.00217949 0.00160903 0.00219567 0.000961911 0.00221018 0.00110679 0.00150096 0.00227411 0.000879821 0.00211147 0.00208152 0.00174334 0.00225675 0.00132024 0.00193349 0.00211694 0.00057947 0.00118917 0.00235014 0.00225344 0.00211589 0.00217413 0.00111797 0.00162898 0.00130899 0.00220079 0.00229027
internal_weight=0 590 2531 2420 186 2375 404 2328 293 111 1413 142 915 813 75 1355 151 112 262 111 106 102 82 738 439 74 45 83 405 1093
internal_count=3121 590 2531 2420 186 2375 404 2328 293 111 1413 142 915 813 75 1355 151 112 262 111 106 102 82 738 439 74 45 83 405 1093
is_linear=0
shrinkage=0.00160853


Tree=2364
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 2 1 11 4 12 15 49 47 47 13 4 0 11 49 1 3 14 16 3 47 1
split_gain=184.432 23.4896 20.8476 11.4583 10.957 9.67407 7.37677 6.25199 4.81631 4.66615 3.82831 3.73894 3.70353 3.13997 2.82958 2.62776 2.51108 2.46631 2.44697 2.13329 2.12766 2.11963 2.08877 2.32316 2.05562 1.95571 1.90751 1.99643 1.66153 1.5867
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.09141500000000001 -0.16363499999999997 0.27287000000000006 0.11389000000000002 0.12765500000000005 1.0000000180025095e-35 0.033845000000000007 0.13597000000000004 0.040760000000000005 -0.012034999999999999 0.077555000000000013 0.091680000000000011 -1.0000000180025095e-35 0.024790000000000003 -0.13027499999999997 0.080455000000000013 -0.066019999999999981 0.10089500000000001 -0.12018999999999998 0.062655000000000016 0.10994000000000002 0.092670000000000016 0.10019500000000002 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 8 11 -6 18 16 -10 20 13 21 -13 -2 25 22 28 -20 -4 24 23 -9 -8 26 27 -1 -3 -7
right_child=1 5 6 -5 7 29 12 17 10 -11 -12 14 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022512326527525297 0.00162853907896071 0.0011783801086603612 0.0019855318878134096 0.0013176156510518273 0.0024665310914243912 0.00074114153071401696 0.0019124391875173139 0.0020968213563159676 0.0013354716875646252 0.001553230892722952 0.00078264397925696737 0.0026051205576260836 0.0021261216939206361 0.001858642967030027 0.003233163008019767 0.002324880242259617 0.0028369937850205675 0.0020508550765778884 0.0020570759283633617 0.001361897114235117 0.0025583872729135534 0.0027426252372818737 0.0013085160802567535 0.0013725578188770781 0.0024323461495305075 0.0028274474447101336 0.0025900602913158698 0.0016812373721476709 0.0017055784239156581 0.00020121604204964802
leaf_weight=98 20 74 20 74 31 77 24 29 70 22 83 43 160 29 44 92 33 31 32 23 1139 65 72 25 585 20 38 23 24 21
leaf_count=98 20 74 20 74 31 77 24 29 70 22 83 43 160 29 44 92 33 31 32 23 1139 65 72 25 585 20 38 23 24 21
internal_value=0 0.00133726 0.00241825 0.00184927 0.00206499 0.00110153 0.00248894 0.00175199 0.00125401 0.00231646 0.00103557 0.00257463 0.0023652 0.00241962 0.00292275 0.00220053 0.00239567 0.0016109 0.00147244 0.00176636 0.0025485 0.00244376 0.00150266 0.00176151 0.00241186 0.0023143 0.00224976 0.00214289 0.00130749 0.000625443
internal_weight=0 590 2531 186 422 404 2109 188 306 234 153 1246 863 703 87 112 212 157 153 55 1159 674 126 54 609 179 159 121 98 98
internal_count=3121 590 2531 186 422 404 2109 188 306 234 153 1246 863 703 87 112 212 157 153 55 1159 674 126 54 609 179 159 121 98 98
is_linear=0
shrinkage=0.00174112


Tree=2365
num_leaves=31
num_cat=0
split_feature=1 2 15 457 9 11 2 0 160 14 2 0 15 15 14 2 1446 4 52 159 16 0 1 48 4 0 12 133 1 1
split_gain=6.60114 1.17226 0.97241 1.01297 0.846832 0.838578 0.749684 0.625157 0.583566 0.556411 0.729907 0.49375 0.453775 0.870502 0.587833 0.436745 0.435933 0.428331 0.393603 1.00557 1.08406 0.341792 0.999945 0.620987 0.393164 0.383121 0.432269 0.332948 0.33225 0.855369
threshold=0.10752500000000002 0.12043500000000001 -0.41942499999999994 0.079590000000000008 -1.0000000180025095e-35 0.084110000000000004 0.10045500000000002 -0.13027499999999997 -1.0000000180025095e-35 0.054835000000000009 -0.13033999999999998 0.14486500000000005 -0.41942499999999994 -0.30407999999999996 -0.073114999999999986 -1.0000000180025095e-35 0.11581000000000001 0.51388000000000011 0.26521500000000003 -0.094234999999999985 -0.040964999999999994 -0.13027499999999997 0.083135000000000014 0.083180000000000018 0.0052350000000000009 -0.093584999999999988 0.110195 -0.082724999999999979 0.13707500000000003 0.13021500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 -1 15 9 -8 -2 10 -6 -9 17 -14 -15 -4 18 -3 21 -20 -21 22 -12 -24 25 27 -27 -23 29 -16
right_child=1 12 3 -5 6 -7 7 11 -10 -11 16 -13 13 14 28 -17 -18 -19 19 20 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00049636294913618943 0.001354350651155855 0.001785663761424254 0.0008009094109974902 2.3997667439100134e-05 0.00087413198964239884 0.003564584870137574 0.0011801074204855109 0.0021306743329499484 -0.00016813492918075817 0.0030377897014179298 0.0030450283938483142 0.00093314060086554195 -0.0011857125144540122 0.0019938817160465921 4.5237321236023941e-05 0.0019571238576344737 0.0035600281583602952 0.00049607556016831745 0.0023581899570351717 0.0017619787655391392 -0.00088674969322127524 0.0024652635551651128 -0.00022638402705973268 0.0017103481196123552 0.001888630963206556 0.0023797783813213516 0.0010665852258626349 0.0035471505360334804 -0.00040334795898657285 0.0021175232182111779
leaf_weight=25 45 46 34 26 32 25 86 415 42 84 37 32 27 23 55 165 23 43 117 40 20 54 20 50 143 1286 22 45 34 25
leaf_count=25 45 46 34 26 32 25 86 415 42 84 37 32 27 23 55 165 23 43 117 40 20 54 20 50 143 1286 22 45 34 25
internal_value=0 0.00110645 0.00146522 0.00175958 0.00219755 0.00196103 0.00221452 0.0019054 0.000619358 0.00229803 0.00226514 0.00204494 0.000628574 0.000338764 0.000639209 0.00175958 0.00228911 0.0011626 0.00227317 0.00185679 0.000879069 0.00231764 0.00180987 0.001157 0.0023527 0.00239986 0.00235769 0.00295703 0.000365897 0.000692827
internal_weight=0 590 337 250 2531 224 2506 533 87 1973 1889 447 253 164 137 199 1857 89 1834 177 60 1657 107 70 1550 1407 1308 99 114 80
internal_count=3121 590 337 250 2531 224 2506 533 87 1973 1889 447 253 164 137 199 1857 89 1834 177 60 1657 107 70 1550 1407 1308 99 114 80
is_linear=0
shrinkage=0.00928922


Tree=2366
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 2 1 2 4 14 2 1 47 0 52 2 457 12 49 160 0 1 1 13 43 4 48 159 14 52
split_gain=154.897 19.5972 15.4917 12.4869 10.1557 8.06216 7.67728 7.38753 4.79746 4.60516 3.38533 3.37439 2.95245 3.26549 2.41663 2.32645 2.18381 2.52272 2.14578 1.96927 1.84805 1.78512 1.56628 1.33203 1.50296 1.37536 1.46394 1.29209 1.27886 1.26901
threshold=0.10752500000000002 -0.059315 -0.010834999999999999 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.092845000000000025 0.13712500000000002 0.40945500000000007 0.062655000000000016 0.089885000000000007 0.12000500000000001 0.10019500000000002 -0.062294999999999996 -0.56176499999999996 0.093320000000000014 0.080930000000000016 0.08815000000000002 -0.012034999999999999 0.08325500000000001 -0.15350499999999997 0.16175000000000003 0.086920000000000011 -0.10664 0.08845500000000002 0.018150000000000003 0.095425000000000024 0.0089800000000000019 0.097795000000000007 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 18 8 15 9 12 10 22 -10 20 -14 -12 -1 23 -18 -2 -17 -3 -7 29 24 -16 26 27 -25 -11 -4
right_child=1 5 3 -5 -6 21 -8 -9 11 28 14 -13 13 -15 16 19 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022861306582831597 0.0014047980915121436 0.0015467909215745351 0.002190313377770902 0.0012767970065917077 0.0011200935887303138 0.00067233890209133064 0.0012654328560871319 0.0014083366798922287 0.0012334656547477449 0.0025697111831742376 0.0023431831108892054 0.00070859826459313327 0.0019139793115204647 0.0010913359415361413 0.0014706725693554741 0.0015641681761211425 0.0013240067255084293 0.0020754287452332018 0.0019747272420365869 0.0021490077259456726 0.0010283248676761076 0.0001536354556210796 0.0020631136773879414 0.002074415721004013 0.0020407739597157293 0.0019165093274248026 0.0018183139876361454 0.002350196114078142 0.0021153020835810977 0.0018301212457487713
leaf_weight=29 20 21 901 47 74 77 87 38 44 67 53 99 30 20 23 45 25 20 92 21 92 21 406 418 23 186 50 47 20 25
leaf_count=29 20 21 901 47 74 77 87 38 44 67 53 99 30 20 23 45 25 20 92 21 92 21 406 418 23 186 50 47 20 25
internal_value=0 0.00114985 0.00204712 0.00208147 0.00157343 0.000954838 0.00160389 0.0020979 0.00108091 0.00210947 0.00209525 0.000870096 0.00126586 0.00158492 0.00201717 0.00191384 0.00199536 0.00165797 0.00187295 0.00175025 0.00112468 0.000561188 0.00214478 0.00201568 0.00175572 0.00203274 0.00207472 0.00210229 0.00246525 0.00218059
internal_weight=0 590 2531 2349 186 404 182 2302 306 2264 2177 143 163 50 845 95 792 45 112 66 113 98 1332 747 46 701 515 465 87 926
internal_count=3121 590 2531 2349 186 404 182 2302 306 2264 2177 143 163 50 845 95 792 45 112 66 113 98 1332 747 46 701 515 465 87 926
is_linear=0
shrinkage=0.00157699


Tree=2367
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 15 14 2 47 47 3 16 0 15 49 1 3 2 14 34 13 16 43 3
split_gain=209.268 25.3764 21.2533 20.2892 12.3332 9.95241 8.13027 7.74549 5.80944 5.66484 4.01682 3.49461 3.33756 2.64762 2.60183 2.5998 2.26439 2.26465 2.10067 2.14304 2.0135 2.44617 2.00895 2.0038 1.85277 1.83442 1.9784 1.76449 1.51259 2.62623
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.090455000000000021 0.40124500000000002 -0.16363499999999997 0.033845000000000007 0.11389000000000002 0.13592500000000005 0.076175000000000007 0.16394500000000004 0.077555000000000013 0.091680000000000011 -0.14186499999999996 -0.073404999999999984 -0.11173999999999999 -0.095244999999999982 -0.066019999999999981 0.10124500000000002 -0.13309499999999996 0.14122000000000004 0.062655000000000016 -0.038779999999999995 -1.0000000180025095e-35 -0.013024999999999998 -0.078139999999999973 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 10 13 12 -5 -6 11 14 16 18 25 24 20 -8 -18 19 -4 21 -10 -11 28 27 -3 -27 -1 -2 -30
right_child=1 5 6 7 8 -7 9 -9 15 22 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0020609750830580167 0.0011164293843755088 0.00051762069241741832 0.0025980400750482114 0.002308432021391135 0.0023898279569751083 0.001650566934514746 0.0026971497636544971 0.001383244028415688 0.0020597102681730491 0.0015836112428757709 0.0016378060083679616 0.0017733162169922382 0.0029820397217150386 0.00044553357535365515 0.002797669192002254 0.0020382585973881982 0.0025056358155321804 0.0023135518372660686 0.0025468126357298471 0.0019238640708853958 0.0013282672138381164 0.0013569581242616859 0.0021374044501427832 0.00083861209269690958 0.0027669545190979667 0.00082713978475891742 0.0013153657124438071 0.0024067124115120025 0.0015777493290678739 0.0010666257987341954
leaf_weight=78 60 32 22 102 31 39 73 32 30 20 22 23 46 57 33 31 282 399 1065 30 72 24 149 25 20 80 31 81 94 38
leaf_count=78 60 32 22 102 31 39 73 32 30 20 22 23 46 57 33 31 282 399 1065 30 72 24 149 25 20 80 31 81 94 38
internal_value=0 0.00130474 0.0023898 0.00158551 0.00205369 0.00089238 0.00245705 0.00208749 0.00174077 0.0023441 0.0023051 0.00240331 0.00254893 0.000744534 0.00237435 0.00161261 0.00242253 0.00239309 0.00253109 0.00220909 0.00150789 0.00174738 0.00207187 0.00127554 0.00229631 0.000863716 0.000963491 0.00223711 0.00133243 0.00143061
internal_weight=0 590 2531 351 422 239 2109 134 188 946 234 777 1163 200 212 157 754 681 1117 52 126 54 169 217 179 143 111 159 192 132
internal_count=3121 590 2531 351 422 239 2109 134 188 946 234 777 1163 200 212 157 754 681 1117 52 126 54 169 217 179 143 111 159 192 132
is_linear=0
shrinkage=0.0016407


Tree=2368
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 3 3 2 4 0 15 1 457 0 4 1 159 1 3 160 1 47 150 2 1 16 2
split_gain=191.521 30.279 17.7324 14.1914 10.765 9.78309 6.91141 5.05629 4.99716 6.71925 4.60904 3.27831 3.89184 4.00987 2.80036 2.62256 2.59722 3.2041 2.48327 2.40445 2.38033 2.17871 2.86554 2.15764 2.1383 2.07054 2.38812 1.763 1.56249 1.53736
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.077845000000000011 0.30112000000000005 0.076840000000000006 0.14285500000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.122715 0.080930000000000016 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 0.082585000000000006 0.15964000000000003 -0.097174999999999984 -0.054789999999999998 0.13075500000000004 0.093140000000000014 1.0000000180025095e-35 0.11237500000000002 0.13075500000000004 -0.12029499999999999 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 19 6 11 -4 9 23 15 12 13 -1 -2 -7 -14 -18 28 25 -10 22 -19 -6 -20 26 -3 29 -13 -5
right_child=1 4 7 27 8 10 -8 -9 20 -11 -12 18 16 -15 -16 -17 17 21 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026589137492123382 0.002287855352201695 0.0020177139486189043 0.0022624797732629289 0.0018235170833169731 0.0011320634357413484 0.0022521574784516098 0.0029292085793518326 0.0014192869359365388 0.00074190657278600035 0.0015721715982429428 0.0016183665819433941 0.0024695003101479068 0.0025036312851108291 0.0018221579893212335 0.001705928363231871 0.0016304100869973664 0.0029585936144873115 0.0015205573241540455 0.0014610185769910688 0.0010775106468597236 0.00011948720920931041 0.0023776318704549762 0.0022520098641381362 0.00068939261813772714 0.0021674538215338676 0.0013242176762266384 0.0013735715779981084 0.00092178160194861345 0.0020325210914432577 0.0012618881909169481
leaf_weight=23 115 40 28 21 51 380 79 69 79 53 39 75 1173 53 29 20 23 20 20 38 22 323 60 78 30 57 27 24 33 39
leaf_count=23 115 40 28 21 51 380 79 69 79 53 39 75 1173 53 29 20 23 20 20 38 22 323 60 78 30 57 27 24 33 39
internal_value=0 0.00135587 0.00236389 0.00185178 0.00110178 0.00239282 0.00244455 0.00166268 0.000904849 0.00107051 0.00216753 0.00242366 0.0024454 0.00207539 0.00217066 0.00222107 0.00246299 0.00235107 0.00219323 0.00144581 0.00060633 0.00231639 0.00206915 0.000864402 0.00188488 0.00155867 0.00175813 0.00130512 0.00233598 0.00145846
internal_weight=0 673 2448 228 445 2351 1912 97 283 182 439 1833 1675 76 144 400 1599 426 158 162 101 403 80 129 50 124 67 84 108 60
internal_count=3121 673 2448 228 445 2351 1912 97 283 182 439 1833 1675 76 144 400 1599 426 158 162 101 403 80 129 50 124 67 84 108 60
is_linear=0
shrinkage=0.00167351


Tree=2369
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 2 1 2 4 14 11 1 150 1 16 2 0 43 49 133 3 47 0 133 160 47 3
split_gain=202.194 23.9069 21.9097 16.347 13.6011 9.82002 7.99208 7.21364 6.14435 5.59383 4.3166 4.60737 4.17522 3.04426 3.56313 4.93503 2.98105 2.3822 1.614 1.55174 1.47084 1.45779 1.35782 1.55842 1.27068 1.67185 1.23731 1.19322 1.18491 1.18322
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.076175000000000007 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.090540000000000023 -0.037154999999999994 -1.0000000180025095e-35 -0.038659999999999993 -0.14792499999999997 0.10084500000000002 0.032270000000000007 -0.11171999999999999 0.090100000000000013 -0.18113999999999997 0.092265000000000014 -0.067824999999999983 0.10350500000000001 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 5 8 10 28 12 -4 11 -3 16 14 21 19 -1 -8 -18 -16 -15 22 23 -10 25 -2 -24 -13 -5 -29
right_child=1 6 9 7 -6 -7 17 -9 13 -11 -12 27 -14 20 15 -17 18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0021973833646292788 0.0013534885150356471 0.0011523910977311467 0.0018880996837858284 0.0021895958467035978 0.0011857010406641452 0.0013002149067927297 0.00090048094911751835 0.0010606357044204132 0.0016243318593629039 0.0010890757834543573 0.00025481828013561081 0.00084094139338971533 0.0026092323928570164 0.0018862744031138974 0.0015723738939981478 0.00093386485835352266 0.0015874124416881583 0.001639399510897564 0.0020424718336987408 0.0021280648515208918 0.002373531619329061 0.0018612548030513851 0.0022627502831643648 0.0020069631129645289 0.001320623561253879 0.00086496102615672775 0.002041073906198006 0.00066616444758949478 0.0018151352380332596 0.00025494604047578769
leaf_weight=1093 22 43 34 45 45 41 24 29 32 77 97 23 58 21 24 20 23 23 239 31 81 148 108 274 27 132 182 31 46 48
leaf_count=1093 22 43 34 45 45 41 24 29 32 77 97 23 58 21 24 20 23 23 239 31 81 148 108 274 27 132 182 31 46 48
internal_value=0 0.000980022 0.00204659 0.00130364 0.00207928 0.00209621 0.000642969 0.00177322 0.00211019 0.00133382 0.000522729 0.000701952 0.00217816 0.00200592 0.00197264 0.00163179 0.00215971 0.00126208 0.00200252 0.00188558 0.00227321 0.002007 0.00204319 0.00196695 0.000992312 0.000934751 0.00212363 0.00051206 0.00200031 0.00041631
internal_weight=0 590 2531 301 2420 2375 289 120 2334 111 242 145 1413 921 819 75 1355 47 262 55 102 744 596 306 181 154 290 102 91 79
internal_count=3121 590 2531 301 2420 2375 289 120 2334 111 242 145 1413 921 819 75 1355 47 262 55 102 744 596 306 181 154 290 102 91 79
is_linear=0
shrinkage=0.0016407


Tree=2370
num_leaves=31
num_cat=0
split_feature=1 3 123 52 2 44 4 124 12 2 30 15 47 4 15 11 13 158 4 15 484 1 49 15 1 131 4 47 2 16
split_gain=9.47831 1.50082 1.17689 1.10262 0.957568 0.85306 0.877278 0.68022 0.673971 0.666746 1.22593 0.498083 0.565129 0.596421 0.484105 0.710172 0.61076 0.637121 0.646331 1.30848 1.22746 0.53629 0.499645 0.417834 0.413299 0.413164 0.39912 0.46435 0.397757 0.388462
threshold=0.10752500000000002 0.31534000000000006 1.0000000180025095e-35 -0.40306999999999998 0.13501500000000002 0.081805000000000017 0.36766000000000004 0.0049200000000000008 -0.42850999999999995 0.11548000000000001 0.085875000000000021 -0.077844999999999984 0.088195000000000009 0.50500500000000004 1.0000000180025095e-35 0.075910000000000019 -0.077799999999999994 0.081640000000000018 -0.46376499999999993 -0.0072999999999999992 0.084040000000000017 0.10124500000000002 0.10269000000000002 -0.040804999999999994 0.13021500000000003 0.09031500000000002 0.00063500000000000004 0.088915000000000008 0.15950500000000004 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 5 6 14 9 -3 10 11 12 13 -5 16 -16 -1 18 -18 21 -21 26 -19 -11 -25 -2 -20 -28 -10 -6
right_child=1 8 -4 7 29 -7 -8 -9 28 23 -12 -13 -14 -15 15 -17 17 22 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0033504468216365231 0.0042490292015735604 0.0015157675581147377 0.0020524350367603856 0.00064220954686561792 0.00077595613304618383 0.0051178221397959909 0.0016479516248492942 0.00012101834385308229 0.00030099878395252352 0.0016056546463645016 0.00072676331562955467 0.0032877386435992469 0.0035347825359454067 0.0028572217579578047 0.0033293161432838688 0.0044854149878910095 0.0034525613003415943 0.0042926535409583844 0.00322085372847705 0.0022029133452711219 -0.00099774329476489342 0.0012303331231848906 0.0025479254516683428 -0.00055568907210096208 0.0015627643084441837 0.002302956933213278 0.0021991342028715444 0.003608093074211683 -0.0015937000426234091 0.0027410242973272742
leaf_weight=549 28 35 111 36 26 28 42 31 35 159 50 80 23 24 1039 67 114 59 190 40 22 25 29 24 20 24 133 35 21 22
leaf_count=549 28 35 111 36 26 28 42 31 35 159 50 80 23 24 1039 67 114 59 190 40 22 25 29 24 20 24 133 35 21 22
internal_value=0 0.00161641 0.00314828 0.00185083 0.00319854 0.00322934 0.00320678 0.00167633 0.000330979 0.00179223 0.00221761 0.00267492 0.00208425 0.00152821 0.00323522 0.00339935 0.00308344 0.00285688 0.00272137 0.00253406 0.0010672 0.00277151 0.00371769 0.0013459 0.000407244 0.00335084 0.00287913 0.00249267 -0.000409513 0.00167661
internal_weight=0 590 2531 499 2420 2372 2344 447 91 416 213 163 83 60 2302 1106 1196 647 559 445 62 383 88 203 44 52 358 168 56 48
internal_count=3121 590 2531 499 2420 2372 2344 447 91 416 213 163 83 60 2302 1106 1196 647 559 445 62 383 88 203 44 52 358 168 56 48
is_linear=0
shrinkage=0.0108838


Tree=2371
num_leaves=31
num_cat=0
split_feature=1 1 123 4 2 44 4 159 43 51 15 10 0 49 3 2 2 1429 1 1454 0 12 0 1446 2 157 475 1 4 4
split_gain=7.67743 1.25847 0.953279 0.874832 0.77563 0.690978 0.710595 0.590423 0.542401 0.605304 0.447943 0.501921 0.407304 0.597664 0.404158 0.430823 0.706259 0.556049 0.584979 0.607873 0.568916 0.586798 0.504544 0.598736 0.46805 0.440604 0.460668 0.884644 1.18636 0.515831
threshold=0.10752500000000002 0.13707500000000003 1.0000000180025095e-35 -0.010384999999999998 0.13501500000000002 0.081805000000000017 0.36766000000000004 0.082585000000000006 0.084740000000000024 -0.41109999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.024095000000000002 -1.0000000180025095e-35 0.10732000000000001 0.08647500000000001 0.086675000000000016 0.084545000000000009 0.090540000000000023 0.090210000000000026 -0.073309999999999986 0.096525000000000014 -0.099059999999999995 0.086015000000000008 0.080205000000000012 -0.50331999999999988 -0.0034549999999999993 0.089625000000000024 -0.111605 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 6 14 -2 9 -5 11 -11 13 -3 15 17 -17 18 19 22 -20 -22 24 -24 -1 -18 29 -28 -29 -27
right_child=1 12 -4 8 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 25 -19 20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0050909084709067033 0.0026741781805862631 -0.00049142999763545823 0.0016730582711729693 0.0025929953769289167 0.0013667034810853787 0.0041718322792009361 0.0013433404965318778 0.0009418387454615116 0.0026067289231191857 -0.00012865666523779659 -0.00037559179772611654 0.0013248643388806311 -0.00069810042524304466 0.0010935539642857354 0.0016152509690576667 0.00069767910409781857 0.0039166447105684664 0.0013880274390953623 0.0026722680294421729 0.0013442794705303971 0.00029314667773692814 0.0024619951826882758 0.0028626248068591058 0.0040700699208690008 0.0033458950520864495 0.0030673325959391933 0.0025165762640366714 0.0029596975514985294 0.00011409654853134776 0.0017130867506809681
leaf_weight=20 94 29 111 27 48 28 42 24 29 26 20 206 21 114 37 20 23 26 202 21 22 27 555 43 59 231 926 24 35 31
leaf_count=20 94 29 111 27 48 28 42 24 29 26 20 206 21 114 37 20 23 26 202 21 22 27 555 43 59 231 926 24 35 31
internal_value=0 0.00131763 0.00256634 0.00160011 0.00260732 0.00263242 0.00261403 0.00232184 0.00132361 0.00119024 0.00103994 0.00116197 0.000583863 0.000772124 0.00263722 0.00265391 0.00253571 0.00281029 0.00284926 0.00299603 0.00244112 0.00148823 0.00304726 0.00294945 0.00378767 0.00256466 0.00253972 0.00244201 0.00127163 0.0029071
internal_weight=0 590 2531 426 2420 2372 2344 118 308 279 252 232 164 143 2302 2265 1290 975 949 698 251 49 677 598 79 1270 1247 985 59 262
internal_count=3121 590 2531 426 2420 2372 2344 118 308 279 252 232 164 143 2302 2265 1290 975 949 698 251 49 677 598 79 1270 1247 985 59 262
is_linear=0
shrinkage=0.0098578


Tree=2372
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 2 11 15 11 47 47 0 0 1 49 39 3 43 49 14 16 1 16 1
split_gain=164.982 20.1141 17.176 10.3599 10.1232 7.67503 6.89898 4.88922 4.54797 5.11306 4.27771 3.29878 2.65311 2.62449 2.23502 2.17609 2.02397 1.9859 1.81894 1.80039 1.79664 1.7755 1.64446 1.81932 1.51322 1.44172 1.55148 1.41497 1.37468 1.32128
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090455000000000021 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 1.0000000180025095e-35 0.13592500000000005 0.080150000000000013 0.091680000000000011 0.077555000000000013 -0.11242999999999999 -0.097024999999999986 0.10124500000000002 -0.012034999999999999 0.10226500000000001 0.30112000000000005 -0.078654999999999989 -0.061079999999999988 0.062655000000000016 0.10994000000000002 0.16175000000000003 -0.073404999999999984 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 8 12 -6 -3 29 13 16 17 18 -14 19 25 -4 -8 24 -2 22 23 -11 -9 26 -1 -7 -20 -10
right_child=1 5 6 -5 7 27 10 15 9 21 -12 -13 14 -15 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017618137730389817 0.0013289191757336583 0.0006118913932322516 0.001717450474957143 0.00097658372076331172 0.0020375533627885736 0.00049484816816648409 0.0023873475079168741 0.0016557642819403076 0.0018667417819136856 0.00070065395200446948 0.0017040300611281753 0.0012971086167630535 0.0027319216674619672 0.0014409320057773036 0.002182052534934207 0.0016776470512133137 0.0023587615139360912 0.0021284298421968498 0.002089099333413886 0.0010079375809115881 0.0018823444981907163 0.00050000541380465469 0.00071778661694385493 0.0012224260851144617 0.0011083076271155149 0.0023311944089196941 0.0021494424115116929 4.7765889634112836e-06 0.0019387355229439881 0.0012724161014446708
leaf_weight=121 20 90 34 74 28 77 35 31 22 24 169 22 37 23 47 31 33 1045 277 72 92 23 42 85 26 20 38 21 442 20
leaf_count=121 20 90 34 74 28 77 35 31 22 24 169 22 37 23 47 31 33 1045 277 72 92 23 42 85 26 20 38 21 442 20
internal_value=0 0.00100709 0.00198979 0.00146248 0.00168159 0.000797425 0.00205146 0.00139242 0.000927961 0.00105966 0.00194533 0.00191392 0.00213778 0.00199781 0.00242426 0.00127952 0.00197793 0.00211548 0.0020148 0.00118385 0.00178352 0.000933156 0.000999132 0.00110754 0.00140605 0.00190772 0.00185445 0.000389833 0.00199666 0.00158373
internal_weight=0 590 2531 186 422 404 2109 188 306 216 946 234 1163 777 84 160 212 1079 754 129 112 174 151 109 57 179 159 98 719 42
internal_count=3121 590 2531 186 422 404 2109 188 306 216 946 234 1163 777 84 160 212 1079 754 129 112 174 151 109 57 179 159 98 719 42
is_linear=0
shrinkage=0.00167351


Tree=2373
num_leaves=31
num_cat=0
split_feature=1 4 2 3 157 1 0 13 2 150 1 2 39 11 12 41 43 13 133 3 160 4 15 3 14 16 16 13 1429 160
split_gain=7.13695 1.20952 0.883619 0.672808 0.935259 0.648946 0.613522 0.582951 0.558025 0.611637 0.643391 0.55781 0.443168 0.434792 0.53786 1.66275 0.487497 0.432926 0.444925 0.43417 0.408947 0.440049 0.399983 0.420888 0.452223 0.383756 0.371506 0.355334 0.5245 0.424585
threshold=0.10752500000000002 0.27287000000000006 0.10045500000000002 -0.07793499999999999 -0.07797999999999998 0.15471500000000002 -0.13027499999999997 -0.28558999999999996 -0.0091949999999999983 1.0000000180025095e-35 0.091535000000000019 0.15109000000000003 0.084780000000000008 1.0000000180025095e-35 0.085785000000000014 0.077565000000000009 -1.0000000180025095e-35 -0.14179999999999995 0.11667000000000001 -0.074939999999999993 -0.072884999999999991 0.024790000000000003 -0.56368999999999991 -0.13309499999999996 -0.46166999999999997 -0.4179199999999999 -0.0019699999999999995 0.0015850000000000003 1.0000000180025095e-35 -0.11922499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 -5 22 -4 -6 9 10 -1 17 20 -10 16 -16 -15 -8 27 -20 -9 -22 -3 -24 -25 -26 -14 29 -29 -19
right_child=1 5 6 4 7 -7 11 12 13 -11 -12 -13 26 14 15 -17 -18 18 19 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0036200002973420624 0.0024664144763048 0.0021208989605968945 0.001325917274123537 -0.00048776047979015168 0.00077243703685165254 -0.00044398994429300674 0.00090453958240986913 0.0011998002484031097 0.0025147223884038361 0.00056530910343014125 0.0013036288304922794 0.00067936317112496174 0.00077759252493582302 0.0050326063856167185 0.004129528140566492 0.00059335908600815417 0.0029959475534944327 0.0039484276611733114 0.0025654212570540257 0.00082460930354275389 0.0036300206226459316 0.002000760876492833 0.0016135371305378674 0.0014543582687134547 0.00065203285415577756 -0.00051165570404204468 0.0021998176348471117 0.001831373972661435 0.0033513146791314002 0.0025829750608177583
leaf_weight=21 74 25 86 22 57 35 20 20 1830 28 24 21 42 21 27 23 23 24 23 32 30 32 50 44 93 37 29 115 26 187
leaf_count=21 74 25 86 22 57 35 20 20 1830 28 24 21 42 21 27 23 23 24 23 32 30 32 50 44 93 37 29 115 26 187
internal_value=0 0.00124245 0.0024228 0.00166401 0.00140807 0.000788237 0.00207359 0.00160668 0.00251618 0.00168679 0.0023846 0.00221712 0.00191748 0.00254765 0.00318868 0.00250289 0.00396799 0.00229275 0.00236097 0.00155259 0.00240148 0.00278911 0.000961441 0.000832038 0.000607469 0.000320829 0.0013585 0.00248727 0.00211165 0.00273829
internal_weight=0 590 2531 306 232 284 534 210 1997 73 45 448 153 1924 94 50 44 427 407 55 82 62 249 224 174 130 71 352 141 211
internal_count=3121 590 2531 306 232 284 534 210 1997 73 45 448 153 1924 94 50 44 427 407 55 82 62 249 224 174 130 71 352 141 211
is_linear=0
shrinkage=0.00966451


Tree=2374
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 1 2 2 2 1 12 1 150 2 50 39 1 475 1 1 47 13 49 52 1 4 133
split_gain=368.46 42.3632 36.6036 24.4889 21.3609 15.0289 14.6942 11.8232 10.3255 10.1061 8.88148 7.55262 4.04892 4.68564 3.82632 3.44356 3.4234 3.01386 2.68786 2.60592 2.43932 2.29536 2.21201 2.05576 1.93773 1.87124 1.81227 1.70512 1.65338 1.64113
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14285500000000004 0.10060500000000001 0.076175000000000007 0.09253500000000002 -1.0000000180025095e-35 0.10803500000000001 0.14122000000000004 0.089625000000000024 0.085885000000000017 0.12337000000000002 0.081835000000000019 0.089885000000000007 0.041865000000000006 0.095830000000000012 0.12958500000000003 -0.07550999999999998 0.12000500000000001 0.13075500000000004 0.08265500000000002 -1.0000000180025095e-35 -0.054319999999999993 -0.55061999999999989 0.15964000000000003 0.024790000000000003 0.032270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 9 7 12 -4 21 19 15 16 23 -2 20 -1 27 24 -11 -8 -3 -5 -14 -12 -10 -22 -7 -26 -18
right_child=1 5 8 22 -6 17 11 -9 25 10 18 -13 13 -15 -16 -17 29 -19 -20 -21 26 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0064507914865368698 0.0061390519245571352 0.0047651464999595786 0.0061090724856464511 0.0049945917199756846 0.0052350200453789774 0.0040983158278129067 0.0064552955549128039 0.0069890164406517068 0.0053020896846283638 0.0060027288543433067 0.0047267088816803212 0.0054293869140732238 0.0056507034878883105 0.0063031477702451162 0.005457597982245742 0.0055326874746442723 0.0061904946012792282 0.0045758337230542637 0.0043966417358345727 0.0052162140560582668 0.0065014265124442375 0.0041956420444724512 0.0044121572773939731 0.0062368120651488095 0.0054865511546422505 0.0048100417151473052 0.0060814947212549453 0.0035955616359508776 0.004937724571720605 0.0063791619371692549
leaf_weight=1049 85 24 34 50 45 62 64 79 40 22 67 41 46 272 27 22 223 26 31 20 28 66 24 22 20 37 293 23 43 236
leaf_count=1049 85 24 34 50 45 62 64 79 40 22 67 41 46 272 27 22 223 26 31 20 28 66 24 22 20 37 293 23 43 236
internal_value=0 0.00488688 0.00627076 0.00550966 0.00631138 0.00460016 0.00633177 0.00639158 0.00538526 0.00478737 0.00498238 0.00607451 0.00636604 0.00621058 0.00597477 0.0061395 0.00640109 0.00410599 0.0048139 0.0056282 0.00617417 0.00434751 0.00480569 0.00584033 0.00491341 0.00506565 0.00611812 0.00396228 0.00511196 0.0062875
internal_weight=0 590 2531 186 2420 404 2375 1927 111 293 203 448 1848 340 112 407 1508 111 161 42 385 90 74 68 130 77 321 85 63 459
internal_count=3121 590 2531 186 2420 404 2375 1927 111 293 203 448 1848 340 112 407 1508 111 161 42 385 90 74 68 130 77 321 85 63 459
is_linear=0
shrinkage=0.00157699


Tree=2375
num_leaves=31
num_cat=0
split_feature=1 2 12 124 2 4 42 43 43 4 3 13 4 15 40 51 16 159 15 12 11 14 11 43 52 3 1 4 4 2
split_gain=7.26817 1.19388 0.92484 0.920829 0.653135 0.501817 0.494082 0.581591 0.492454 0.578755 0.685875 0.486333 0.447946 0.564499 0.44383 0.396457 0.397188 0.535606 0.395063 0.392491 0.498868 0.605343 0.670382 0.899876 0.533271 0.870268 1.74845 0.755893 0.735497 0.417818
threshold=0.10752500000000002 0.13622000000000004 1.0000000180025095e-35 -0.076779999999999987 0.15109000000000003 0.36766000000000004 -0.0060199999999999993 -0.080324999999999994 -0.05647499999999999 0.51388000000000011 0.11658 -0.11122999999999998 -0.15764999999999998 -0.079929999999999987 -0.0036699999999999992 0.10532000000000001 -0.11118499999999999 0.093660000000000007 -0.068899999999999975 0.11734000000000001 1.0000000180025095e-35 0.082295000000000021 0.078340000000000007 -0.093959999999999988 -0.046924999999999988 -0.097604999999999983 0.080270000000000022 0.0067750000000000006 0.056795000000000005 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 5 19 -1 -8 14 10 18 -4 -3 15 -2 16 -14 -18 -10 20 24 22 -22 -24 25 26 29 -27 -29 -5
right_child=1 12 11 4 -6 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.0028292134938220611 0.0014508363113645839 0.0022512195471375406 0.0013246059058578618 0.0035859815514847721 0.0011599270965152394 0.001860867113298336 0.0021258136192464738 0.00034973559209768918 0.004130213737816418 0.00071920775125286387 0.0016491019155309692 0.0027529188430573241 0.0012991602163819286 -0.00038893123034587092 8.6284566149503596e-05 0.0022143154892121071 -0.001058382881322355 0.0011782896836052222 0.0023150992244271832 0.0021985292023765082 0.0045977024098975928 0.0048222280282730354 0.0010484167784818442 0.0032906097928613771 0.0029629198706289483 0.0029575714098436503 -0.00071221103482048517 0.00094878743894872869 0.002876503705262325 0.0019202899113672448
leaf_weight=42 79 22 27 22 21 45 51 26 21 30 74 127 61 31 31 23 20 20 24 74 25 25 21 82 1597 366 21 38 36 39
leaf_count=42 79 22 27 22 21 45 51 26 21 30 74 127 61 31 31 23 20 20 24 74 25 25 21 82 1597 366 21 38 36 39
internal_value=0 0.00162479 0.0019094 0.00281595 0.00285689 0.0028718 0.00198602 0.0015261 0.00155675 0.00191884 0.00222126 0.0025025 0.000960713 0.000777544 0.00106628 0.00106916 0.000808385 5.99534e-05 0.00316215 0.00289119 0.00291375 0.0034467 0.00317804 0.00283346 0.00287527 0.0026071 0.00169301 0.00277745 0.0018866 0.00252103
internal_weight=0 590 413 2531 2412 2391 119 77 259 149 119 154 177 155 110 124 101 40 45 2346 2272 153 128 103 2119 522 82 440 74 61
internal_count=3121 590 413 2531 2412 2391 119 77 259 149 119 154 177 155 110 124 101 40 45 2346 2272 153 128 103 2119 522 82 440 74 61
is_linear=0
shrinkage=0.00966451


Tree=2376
num_leaves=31
num_cat=0
split_feature=1 3 4 9 376 2 2 15 43 3 123 400 40 2 150 1427 1 42 13 42 0 13 484 48 15 48 12 2 51 50
split_gain=5.88722 1.03115 0.838109 0.785707 0.725555 0.853289 0.689593 0.512798 0.550392 0.765367 0.501729 0.50166 0.517979 0.426393 0.542237 0.41125 0.404037 0.361734 0.762384 0.50467 0.424328 1.31556 0.396835 0.359307 0.377325 0.466086 0.433183 0.383593 0.376993 0.422838
threshold=0.10752500000000002 0.31299000000000005 0.41257000000000005 -1.0000000180025095e-35 0.083785000000000012 0.10803500000000001 0.092120000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 0.13524500000000003 0.084995000000000015 -0.082199999999999981 1.0000000180025095e-35 -0.090999999999999984 0.083770000000000011 0.082040000000000016 0.15964000000000003 1.0000000180025095e-35 -0.043669999999999994 0.082250000000000004 -0.071719999999999992 -0.066634999999999986 0.08660000000000001 -0.035774999999999994 -0.21699999999999997 0.092475000000000016 0.090285000000000018 0.10188000000000001 1.0000000180025095e-35 0.091320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 -2 13 8 -7 -10 11 -8 15 14 -5 23 -3 22 19 -19 21 -21 -15 -13 -25 26 28 -27 -26 -30
right_child=1 16 -4 6 -6 7 10 -9 9 -11 -12 12 -14 17 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.00059240378228316883 0.0019138957531441769 0.00064997845851560835 0.00083636092356435669 0.0020231391450725457 0.00048022708845201758 0.00067132470188128329 0.00062497077912520118 0.00025235473089182091 0.0025767047858392352 0.00085639643479070153 0.00093269075439541367 0.0011190614031697187 0.000633604253063344 0.0020904791222019618 0.00047259281632113361 0.002711248759227858 -0.00040997984114944197 0.00096592241756494337 0.00085223717209058185 0.0019209777362265272 0.0025244520396163115 0.00034206171174510903 0.0013640277586293647 0.002489427505596188 0.0019091553521894272 0.0016379062049834262 0.0016768517045229658 0.00074874501149471077 0.0032477216154746568 0.0018888772431341853
leaf_weight=25 139 93 194 21 34 33 20 26 28 22 42 43 20 625 22 21 21 28 36 759 50 26 38 33 161 59 420 38 24 20
leaf_count=25 139 93 194 21 34 33 20 26 28 22 42 43 20 625 22 21 21 28 36 759 50 26 38 33 161 59 420 38 24 20
internal_value=0 0.00104433 0.00118554 0.00180994 0.00142575 0.00155538 0.00182208 0.0010982 0.00136316 0.00181977 0.00166927 0.00170529 0.00173104 0.00190787 0.00122984 0.00175784 0.000454723 0.00192653 0.00183633 0.00187739 0.00190795 0.00186868 0.00204884 0.00173275 0.0017677 0.00173471 0.0018038 0.00128958 0.00206389 0.00263007
internal_weight=0 590 476 2531 282 248 2506 109 83 50 901 859 839 1605 43 819 114 1562 899 863 835 785 663 798 755 722 625 97 205 44
internal_count=3121 590 476 2531 282 248 2506 109 83 50 901 859 839 1605 43 819 114 1562 899 863 835 785 663 798 755 722 625 97 205 44
is_linear=0
shrinkage=0.00690203


Tree=2377
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 2 11 0 12 0 11 14 47 39 47 1 49 1 1 16 16 1 4 43
split_gain=166.708 21.7786 18.6537 10.8284 10.5578 9.08752 6.18337 5.3438 4.88167 4.44105 4.18715 3.51988 2.82831 2.59481 4.03111 2.10618 2.02841 1.96213 1.9486 1.9435 1.89856 1.74222 1.77336 1.73703 1.66263 1.4783 1.46078 1.39431 1.38995 1.34769
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.090455000000000021 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.033845000000000007 0.11389000000000002 1.0000000180025095e-35 -0.097024999999999986 0.13597000000000004 -0.11173999999999999 0.080150000000000013 0.062655000000000016 0.077555000000000013 0.095830000000000012 0.091680000000000011 0.10124500000000002 -0.061079999999999988 0.122715 0.16175000000000003 -0.25582999999999995 -0.48836499999999994 0.12000500000000001 -0.033174999999999989 -0.080554999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 23 7 12 27 -5 -9 13 17 15 -8 -15 26 -14 18 -1 28 21 22 -10 -2 -7 -23 -4 -3 -11 -27
right_child=1 5 6 8 -6 24 10 9 20 19 -12 -13 16 14 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0018792152381869711 0.0019554017030092631 0.00099576911793699901 0.0020950471698993147 0.0020446798869800842 0.0010359922039431769 0.0005356380841439641 0.002460206622132539 0.0016125525443342671 0.0016937980402493098 0.0014773897474217674 0.0017512306501848431 0.0013168128183229794 0.0027412422321198087 0.0020376300627776163 0.0013673853370793812 0.0021560993563333286 0.0022276766582699252 0.0024701553083626916 0.0023288779184028781 0.00064433082982589662 0.0016666651669130751 0.0013992391432465139 0.0011127702955829745 0.001488953547400608 2.2945212994409133e-05 0.0011088110905536584 0.001490077051970186 0.00053397156245203769 0.0010249344859108729 0.00055897474139866355
leaf_weight=159 83 24 21 28 74 90 37 42 31 22 169 22 37 715 25 1036 47 22 31 31 31 22 26 29 21 30 22 66 108 20
leaf_count=159 83 24 21 28 74 90 37 42 31 22 169 22 37 715 25 1036 47 22 31 31 31 22 26 29 21 30 22 66 108 20
internal_value=0 0.00105232 0.00202078 0.0017059 0.00151689 0.000838433 0.00208378 0.000989889 0.00141268 0.00113742 0.00198528 0.00194147 0.00216391 0.00203619 0.00201499 0.00214133 0.00245389 0.00200629 0.00195258 0.00101348 0.00130208 0.00121447 0.00142877 0.00183462 0.000438642 0.00104482 0.00178553 0.000657118 0.0011015 0.000888877
internal_weight=0 590 2531 422 186 404 2109 293 188 203 946 234 1163 777 740 1079 84 212 190 161 160 129 57 112 111 72 43 90 130 50
internal_count=3121 590 2531 422 186 404 2109 293 188 203 946 234 1163 777 740 1079 84 212 190 161 160 129 57 112 111 72 43 90 130 50
is_linear=0
shrinkage=0.0016407


Tree=2378
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 48 160 15 15 14 16 42 132 3 42 42 13 0 160 1 11 2 40 160 52 1 3 160 52
split_gain=5.65342 1.40597 0.820864 0.695451 0.568144 0.559574 0.549445 0.558335 0.518093 0.614331 0.596427 0.612154 0.478884 0.435707 0.540763 0.428351 0.760229 0.484076 0.657966 0.434499 0.486416 0.409412 0.402377 0.396687 0.381605 0.373378 0.645316 0.547904 0.354364 0.433803
threshold=0.10337500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092120000000000021 -0.049894999999999995 0.15372000000000002 -0.24498999999999996 -0.24436499999999997 -0.14601999999999996 -0.46166999999999997 -0.4179199999999999 0.099210000000000007 0.10613500000000002 0.42240500000000009 0.075730000000000006 0.086375000000000021 0.10935500000000002 -0.033209999999999996 1.0000000180025095e-35 0.095695000000000016 0.080455000000000013 0.14530500000000005 -1.0000000180025095e-35 0.095580000000000012 -0.56022499999999986 0.08864000000000001 -0.091354999999999978 0.092070000000000013 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 21 -3 7 -7 10 -10 -9 -12 -13 14 -4 17 -17 19 -19 25 24 -1 28 -18 -21 -6 27 -27 29 -11
right_child=1 2 13 -5 15 6 -8 8 9 22 11 12 -14 -15 -16 16 23 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027297159760137609 0.0028097221570992639 0.0030903529276843896 0.00073844083170539383 0.00080950650328592095 0.0033993298192071786 0.0031850615940319156 -0.00010571009733064296 0.0020063971496301885 0.0034330914540380165 0.00095352864627334152 0.0011988567112144197 -0.0014717770437174763 0.00074571718661377252 0.001803366157028507 -0.0011444050518981473 0.0041066195231817763 0.0012487610645454893 0.0021444862937364233 -0.00012844117473175998 0.0041393102594579683 0.0015176183245095146 0.0038674601389200214 0.0005311670796019982 0.0026149916267326372 0.0026493938009546159 0.00080077196428995825 0.00073669310561703147 0.0024200145999195271 0.0030988955192345767 0.0019840155037339669
leaf_weight=1546 87 25 68 22 22 22 21 51 22 62 82 20 21 26 21 35 24 37 21 33 20 34 30 326 40 25 36 182 20 140
leaf_count=1546 87 25 68 22 22 22 21 51 22 62 82 20 21 26 21 35 24 37 21 33 20 34 30 326 40 25 36 182 20 140
internal_value=0 0.00158747 0.00141895 0.00262463 0.0026414 0.00159358 0.00151737 0.00158989 0.00151156 0.0017895 0.00107389 0.000687242 -0.000335987 0.000635383 0.000294174 0.00241889 0.00266543 0.00219073 0.00132153 0.00233155 0.00293468 0.0027542 0.00164601 0.00252131 0.00332292 0.00211988 0.00200404 0.00222445 0.00179666 0.00166773
internal_weight=0 718 631 2403 2381 516 491 470 448 274 174 123 41 115 89 801 385 416 58 358 93 1580 252 350 73 265 243 207 222 202
internal_count=3121 718 631 2403 2381 516 491 470 448 274 174 123 41 115 89 801 385 416 58 358 93 1580 252 350 73 265 243 207 222 202
is_linear=0
shrinkage=0.0102561


Tree=2379
num_leaves=31
num_cat=0
split_feature=1 12 1 12 1 12 4 2 4 4 4 1 11 0 1 0 12 2 43 0 11 12 4 15 0 3 0 43 2 4
split_gain=201.12 22.5827 22.545 13.969 11.2016 7.47509 7.29324 7.08911 5.97688 5.19518 4.33757 3.73779 3.61452 3.55032 3.04762 2.88453 4.17242 2.78144 2.50043 2.31908 2.16378 2.00377 1.96412 4.28851 2.15519 1.75896 1.66651 1.48011 3.17039 1.46393
threshold=0.10752500000000002 0.051320000000000005 0.12408500000000001 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.27287000000000006 0.14285500000000004 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.10124500000000002 1.0000000180025095e-35 -0.23194499999999998 0.15471500000000002 -0.10011499999999998 0.13597000000000004 0.10402500000000002 -0.04890499999999999 -0.13027499999999997 0.080150000000000013 -1.0000000180025095e-35 -0.059649999999999988 -0.03241999999999999 0.056435000000000006 -0.116045 -0.23001499999999997 -0.04890499999999999 0.11177500000000001 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 27 13 12 7 21 29 -6 15 17 19 -1 -8 -7 -17 18 -11 -3 -14 -4 24 -24 -15 -12 -20 -2 -29 -5
right_child=2 5 6 8 9 10 14 -9 -10 11 25 -13 20 22 -16 16 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.003112643627288201 0.0011966206726819928 0.0020433456069325891 0.0012741004864182327 0.0026111818817113512 0.0025353483900869872 0.0030726356547580926 0.00088889861879392728 0.00076602959264578476 0.0014625493922796608 0.0016704430374199488 0.0016974461527722632 0.0014732386673435706 0.0033437602525129267 0.0027850568187972051 0.00030256818604646016 0.0025183002285610184 0.001778953785381898 0.0013893352166320678 0.0019859501652599709 0.0026533764382579818 0.002777247585431688 0.0018941464409015151 0.0024095199122851712 0.0015739381580131403 0.0021281796785518059 0.002260485161384529 0.0025808855125674527 0.0021200864681133807 0.0013608382147283981 0.0021606510235074833
leaf_weight=22 77 20 25 46 31 28 139 42 29 28 20 85 37 50 35 650 25 21 27 1139 50 48 76 26 23 140 33 22 82 45
leaf_count=22 77 20 25 46 31 28 139 42 29 28 20 85 37 50 35 650 25 21 27 1139 50 48 76 26 23 140 33 22 82 45
internal_value=0 0.00250602 0.00135461 0.00169478 0.00213101 0.00258106 0.00100032 0.00134735 0.00216465 0.00186026 0.00245402 0.00175239 0.00266906 0.00244023 0.000770959 0.00251409 0.00249092 0.00197008 0.00210866 0.00264285 0.00301818 0.0016818 0.0023557 0.00219653 0.0025781 0.00219011 0.00231316 0.00138326 0.00152145 0.00238839
internal_weight=0 2531 590 301 422 2109 289 115 120 225 863 194 1246 197 174 703 675 109 88 1159 87 73 175 102 73 160 60 181 104 91
internal_count=3121 2531 590 301 422 2109 289 115 120 225 863 194 1246 197 174 703 675 109 88 1159 87 73 175 102 73 160 60 181 104 91
is_linear=0
shrinkage=0.00177594


Tree=2380
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 15 4 0 47 0 12 13 14 47 0 15 1 4 1 4 160 3 158 4 15 2 14
split_gain=134.662 15.8281 13.8027 11.1526 7.95815 5.86772 5.02815 4.20315 3.68961 3.27357 3.16603 2.67774 2.56832 3.2119 2.45911 2.37056 2.15196 2.14011 2.83605 1.92902 1.80311 1.52529 1.72313 1.98098 1.49871 1.36658 1.75115 3.38621 1.60689 1.34098
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.13075500000000004 0.090455000000000021 0.14285500000000004 0.024640000000000006 0.033845000000000007 -0.23194499999999998 0.081320000000000017 -0.097024999999999986 0.13597000000000004 -0.00096999999999999983 0.076175000000000007 0.10372500000000003 -0.11173999999999999 -0.095244999999999982 0.15964000000000003 0.024790000000000003 0.10124500000000002 0.0067750000000000006 -0.011159999999999998 -0.13309499999999996 0.07968500000000002 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.41076499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 29 15 14 11 12 -1 21 -8 -14 16 17 -5 18 -4 -7 -16 22 23 -6 -11 26 28 -28 -12 -3
right_child=1 5 6 7 8 19 9 -9 -10 24 25 -13 13 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0025086512701466709 0.0017426369022467919 0.0012094744563386525 0.0021661945126316552 0.00086499728817826505 0.0010631119211589246 0.00055939404719622485 0.0023767215923770494 0.00056566227354854415 0.0021017819639670599 0.0012141405248492511 0.0021162781442064485 0.0017330695681704764 0.0019281176010010723 0.0012932219270457407 0.0017024488290665186 0.0024395796805136969 0.0014710286502439488 0.0020531099223158396 0.001343165272966536 5.9811961897734106e-05 0.0010828280865056784 0.0010505743272282383 0.00095291175470152054 0.0017153218362723607 0.001721741405445065 0.0021530855593281015 0.0017814417130167265 0.00096356858163991629 0.001528868136105379 0.00083997080055607715
leaf_weight=22 101 45 22 78 20 122 37 45 21 20 48 41 715 25 35 46 23 1065 30 29 24 74 21 48 149 29 57 21 20 88
leaf_count=22 101 45 22 78 20 122 37 45 21 20 48 41 715 25 35 46 23 1065 30 29 24 74 21 48 149 29 57 21 20 88
internal_value=0 0.000994343 0.00191803 0.00126908 0.00163059 0.000698325 0.00197555 0.00103577 0.00140686 0.00188129 0.00188612 0.00133533 0.00192905 0.00190667 0.00116798 0.00205222 0.001003 0.00203627 0.00169137 0.000463448 0.0014504 0.00123528 0.00138886 0.0015235 0.00166167 0.00180786 0.00173929 0.00156125 0.00194351 0.000964991
internal_weight=0 590 2531 306 422 284 2109 205 225 946 197 204 777 740 160 1163 101 1117 52 151 59 163 89 68 169 175 146 78 68 133
internal_count=3121 590 2531 306 422 284 2109 205 225 946 197 204 777 740 160 1163 101 1117 52 151 59 163 89 68 169 175 146 78 68 133
is_linear=0
shrinkage=0.00174112


Tree=2381
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 12 1456 45 124 160 11 1 454 2 47 3 16 151 14 43 14 0 4 0 4 133 49 133 0 160
split_gain=6.2657 1.51035 0.848535 0.69381 0.604407 0.58307 0.570907 0.542129 0.559216 0.526775 0.457148 0.51377 0.417074 0.448131 0.698712 0.578159 0.524344 0.450653 0.535911 0.503494 0.410642 0.670261 1.55911 0.756011 0.541113 0.617208 0.492502 0.664144 0.420688 0.506423
threshold=0.10337500000000001 -0.40967499999999996 0.31534000000000006 0.40124500000000002 0.14122000000000004 -0.42850999999999995 -0.049894999999999995 0.081955000000000014 -0.076779999999999987 -0.24498999999999996 0.084110000000000004 0.11453000000000001 -0.037229999999999992 0.14753000000000002 0.10589000000000001 0.076840000000000006 -0.50992999999999988 -0.08718999999999999 -0.46166999999999997 -0.012164999999999999 0.062655000000000016 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.022185000000000003 0.11524500000000001 -0.007794999999999999 -1.0000000180025095e-35 -0.085669999999999982 -0.55045999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 7 -4 -3 8 -1 -8 12 -12 -11 14 15 16 -14 -18 -19 -20 21 22 23 -10 28 -26 -24 -28 -23 -30
right_child=1 2 5 -5 -6 -7 9 -9 20 10 11 -13 13 -15 -16 -17 17 18 19 -21 -22 24 26 -25 25 -27 27 -29 29 -31
leaf_value=0.0019115100959079289 0.0028431612380201278 0.0030651996227116732 0.0015498207366615212 0.00089422976782856317 0.0014778133650478241 -0.00010455023295831569 0.0029966158445887503 0.0041531241478249114 0.0016954214223489602 -8.9437652780057349e-05 0.003490526474878599 0.0015296215378095732 0.002375960087993895 0.00054284676094627164 0.0024515890222263398 0.0019744858267257536 0.0020713529023490837 0.0018441500998165928 0.00060814342324050548 -0.0011352526071338291 0.003409725286345667 0.0030258050124024488 0.001800363711599029 -0.0006649386754761969 0.002477410562975662 0.00088462953092253765 0.0023991608975070153 0.0045728937481808712 0.0011077899928680539 0.0027208363216597868
leaf_weight=89 87 25 35 22 41 56 23 26 34 20 22 35 25 54 67 92 25 29 103 20 85 565 28 23 162 29 30 27 20 1222
leaf_count=89 87 25 35 22 41 56 23 26 34 20 22 35 25 54 67 92 25 29 103 20 85 565 28 23 162 29 30 27 20 1222
internal_value=0 0.00160119 0.00142995 0.00267166 0.00268808 0.000531746 0.00158132 0.00270929 0.00269306 0.00150928 0.00143975 0.00228646 0.00132881 0.00139716 0.00152495 0.00131377 0.00101286 0.000820327 0.000614566 0.000324664 0.00272432 0.0026971 0.0020296 0.000742995 0.00274454 0.00223557 0.00289239 0.00342882 0.00279834 0.00269486
internal_weight=0 718 631 2403 2381 91 540 2340 2314 515 492 57 435 415 361 294 202 177 152 123 2225 2140 142 57 1998 191 85 57 1807 1242
internal_count=3121 718 631 2403 2381 91 540 2340 2314 515 492 57 435 415 361 294 202 177 152 123 2225 2140 142 57 1998 191 85 57 1807 1242
is_linear=0
shrinkage=0.010055


Tree=2382
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 43 150 4 0 14 2 15 49 2 2 0 4 12 15 0 43 4 2 16 12 49 3
split_gain=189.603 23.0749 22.0442 17.0124 11.8935 9.13974 7.65073 6.91721 5.93018 5.66369 4.5732 4.44874 3.36877 2.69598 2.59707 2.43877 2.29513 2.28704 2.20638 2.04339 2.61972 1.96438 1.9178 1.90028 1.89472 1.83686 1.70993 1.61124 1.42784 1.38522
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.090455000000000021 0.40124500000000002 -0.04890499999999999 1.0000000180025095e-35 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.15361500000000003 0.13592500000000005 -0.066019999999999981 0.11389000000000002 0.14122000000000004 -0.11173999999999999 -0.059649999999999988 -1.0000000180025095e-35 -0.095244999999999982 -0.097024999999999986 -0.090299999999999991 0.27834500000000006 0.10774000000000002 -0.073404999999999984 0.093965000000000007 -1.0000000180025095e-35 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 13 12 27 23 25 14 -1 18 24 22 -11 19 -2 21 -13 -21 -4 -8 -6 -3 -10 -24 -5 -25 -12
right_child=1 5 6 7 8 -7 10 -9 9 15 29 16 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 26 28 -26 -27 -28 -29 -30 -31
leaf_value=0.002801239638297569 0.0011977261081480986 0.0011289619263398539 0.002345005978300143 0.0024362211041733511 0.0016882449973496087 0.0014807483900442242 0.0025623109053572565 0.001214583515279381 0.0021345625532331772 0.0017268743774497099 0.001488934219928312 0.0023047861606237427 0.0027476240763095643 0.00037501528357494318 0.0016459322515244266 0.00096633942676554183 0.0015349485704519452 0.00068050686294956054 0.0023192519041942477 0.0021228628556466582 0.0015084019483572689 0.0017121993919817591 0.0022758170012732171 0.0012963502445014475 0.00066250339108120328 0.0015938933530366781 0.0021146297412353776 0.0019596202301821589 0.00080860831119618931 0.0019397741224802586
leaf_weight=22 192 29 22 24 20 39 35 32 72 20 20 70 46 70 23 24 21 25 1065 58 26 30 277 44 101 21 442 78 24 149
leaf_count=22 192 29 22 24 20 39 35 32 72 20 20 70 46 70 23 24 21 25 1065 58 26 30 277 44 101 21 442 78 24 149
internal_value=0 0.00115392 0.0021665 0.00141642 0.0018309 0.000768423 0.00223365 0.00186706 0.00157823 0.00178752 0.00212623 0.0021195 0.00232102 0.000629519 0.00217838 0.00131204 0.00203379 0.00113814 0.00230346 0.00210182 0.00193267 0.00197993 0.00219463 0.0012524 0.00076656 0.00201248 0.00217673 0.00207176 0.00112421 0.00188642
internal_weight=0 590 2531 351 422 239 2109 134 225 137 946 197 1163 200 777 44 175 217 1117 154 84 52 754 88 130 93 719 102 68 169
internal_count=3121 590 2531 351 422 239 2109 134 225 137 946 197 1163 200 777 44 175 217 1117 154 84 52 754 88 130 93 719 102 68 169
is_linear=0
shrinkage=0.00160853


Tree=2383
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 4 3 1 2 2 1447 133 156 403 2 15 3 2 15 159 52 16 13 13 133 52 13 49 159
split_gain=6.00662 1.42024 0.830528 0.987725 0.679106 1.03981 0.630881 0.565414 0.568761 0.553611 0.544147 0.508888 0.46988 0.674215 0.593026 0.663379 0.567093 0.56589 0.447345 0.522229 0.532439 0.58118 0.495708 0.46182 0.439596 0.429101 0.446869 0.425988 0.407522 0.460903
threshold=0.10337500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.10381000000000001 -1.0000000180025095e-35 0.40124500000000002 -0.014944999999999998 0.11507500000000002 0.089885000000000007 0.25063000000000007 -0.082954999999999987 0.032270000000000007 0.11386000000000002 0.085340000000000013 0.12358500000000001 -0.10469999999999999 -0.078934999999999991 0.090675000000000019 0.040760000000000005 0.082585000000000006 -0.40306999999999998 -0.094359999999999986 -0.081224999999999978 -0.014169999999999999 0.087985000000000022 -0.099454999999999974 -0.11122999999999998 0.10347500000000003 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 7 9 8 -3 27 -4 -11 13 14 15 16 -13 -16 -18 20 21 -20 -23 -21 -9 26 -14 -1 29 -27
right_child=1 2 10 -5 -6 -7 -8 24 -10 11 -12 12 25 -15 17 -17 18 -19 19 23 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0034513804535778602 0.0025963810806894027 0.0028732505291227226 0.00086919288231353882 0.0034261873256943355 0.001096464609687675 0.0025515950325726696 0.00085199387026445772 0.0011409851718771802 0.00074794306326783286 0.0032967678733155444 -0.00086219069021459434 0.0029281812491519649 0.0042569270509686119 0.0033978181386123732 0.0037615529074444261 0.00027984167416356901 0.0003974962839779437 0.0020784738797867942 0.0023406081413668779 0.0036192029013700252 0.002479067400776191 0.002074866816751729 0.00062742533245714995 0.0020770840814477985 -0.00059447028956028931 0.0023830954531191533 0.0026549050322027291 0.0025522172014768949 0.0017753227142692115 0.0036694118157182664
leaf_weight=49 87 26 88 22 306 91 22 38 20 43 20 43 22 31 29 24 20 47 37 22 45 28 88 84 20 234 54 1365 88 28
leaf_count=49 87 26 88 22 306 91 22 38 20 43 20 43 22 31 29 24 20 47 37 22 45 28 88 84 20 234 54 1365 88 28
internal_value=0 0.00146149 0.00130502 0.00146123 0.00137494 0.00181193 0.00244914 0.00116473 0.0019492 0.0024639 0.000548566 0.00228919 0.0022423 0.00204468 0.00195486 0.001806 0.0019058 0.0027207 0.00177012 0.00186042 0.00157308 0.00130662 0.000976808 0.00239715 0.000542552 0.00247332 0.00311865 0.00258338 0.00233319 0.00252056
internal_weight=0 718 631 523 501 195 2403 104 46 2381 108 967 924 498 467 391 367 76 324 304 198 153 116 106 58 426 76 1414 350 262
internal_count=3121 718 631 523 501 195 2403 104 46 2381 108 967 924 498 467 391 367 76 324 304 198 153 116 106 58 426 76 1414 350 262
is_linear=0
shrinkage=0.00947501


Tree=2384
num_leaves=31
num_cat=0
split_feature=1 52 105 2 30 0 123 43 13 52 159 10 45 3 4 4 13 12 49 3 43 1212 1212 42 131 13 48 160 479 480
split_gain=4.8797 1.27123 0.827125 1.27954 0.613288 0.528138 0.477014 0.475052 0.756457 0.533438 0.47914 0.460235 0.464312 0.512387 0.509077 0.735041 0.411436 0.409629 0.399646 0.48824 0.448268 0.492808 0.706463 0.565549 0.49265 0.378549 0.404756 0.599311 0.422429 0.439952
threshold=0.10293500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.099000000000000019 0.22582000000000002 0.12630500000000003 -0.24021999999999996 0.17001000000000002 0.12354000000000001 0.12231500000000002 -0.086389999999999981 0.081955000000000014 0.090900000000000009 -0.059649999999999988 0.0045450000000000013 -0.43167499999999998 -0.10022999999999999 0.12011500000000001 -0.076514999999999986 0.0016850000000000001 -0.014129999999999998 -0.42670499999999995 0.088465000000000002 0.023795 -0.14179999999999995 0.091840000000000019 -0.54200499999999985 0.086465000000000014 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 11 7 -3 9 10 16 -1 13 18 -15 -16 -9 -18 20 -20 21 22 -13 -24 -22 -23 27 -27 29 -29
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 15 -17 17 -19 19 -21 24 25 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00078991872570203386 0.0023607298962354125 0.002653570618466842 0.0030722072808176976 -0.00086477881679582452 -0.00038256289947680389 0.00071188871572155379 -0.00010219594997121743 0.00016574967868999597 -0.00049967607715854009 0.0019594873045255508 0.0024553552563941062 0.001689234791526823 0.0035444859737830355 0.002158189461178408 -0.00051837880861227838 0.0018114531036837812 0.0025206197905326766 0.0011236432331376324 0.0023756959195796335 0.0010071834769904064 0.0019253631587140708 0.0033757214534448584 0.0029515730683725792 0.0047526288478733549 0.0032960807995757596 0.0032465662149683441 0.0017547220553311548 0.0034111347544730128 0.0012590601388535252 0.0022863617031199514
leaf_weight=20 93 23 20 28 21 21 22 38 21 99 25 31 24 66 20 31 20 326 44 50 403 29 72 20 25 61 120 32 35 1281
leaf_count=20 93 23 20 28 21 21 22 38 21 99 25 31 24 66 20 31 20 326 44 50 403 29 72 20 25 61 120 32 35 1281
internal_value=0 0.00132531 0.00117555 0.00111466 0.00120781 0.00220786 0.001266 0.00132053 0.00126257 0.00133542 0.00118436 0.00222115 0.00223336 0.0022198 0.00160879 0.000897794 0.00110161 0.00120439 0.00225225 0.00164776 0.00227919 0.00234889 0.00292628 0.00334311 0.00200543 0.00230331 0.00228297 0.00232796 0.00228639 0.00231377
internal_weight=0 736 643 623 595 2385 574 552 529 508 409 2364 2344 2320 117 51 384 346 2203 94 2109 1681 123 92 428 1558 1529 1409 1348 1313
internal_count=3121 736 643 623 595 2385 574 552 529 508 409 2364 2344 2320 117 51 384 346 2203 94 2109 1681 123 92 428 1558 1529 1409 1348 1313
is_linear=0
shrinkage=0.00947501


Tree=2385
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 1 2 2 1 47 11 11 1 4 48 1 2 13 49 3 13 12 0 148 43 42 50 1
split_gain=149.388 18.7346 16.6697 11.9546 11.2508 8.50241 7.42197 6.31765 4.9266 4.74819 3.43254 3.1449 2.93382 2.48987 3.14562 4.92941 3.54137 2.25021 1.89261 1.85501 1.75088 1.69889 1.82993 1.78734 1.50028 1.47172 1.40625 1.31011 1.2668 1.2077
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.077845000000000011 0.14285500000000004 0.089885000000000007 0.090540000000000023 0.10670500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090390000000000012 0.16540500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.012034999999999999 -0.11171999999999999 0.14871000000000004 0.095780000000000018 -0.068604999999999985 -0.043434999999999994 -0.14792499999999997 0.086665000000000006 0.041865000000000006 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 9 25 -4 11 10 12 19 -1 14 21 -16 -17 27 -12 -5 -2 22 -11 -23 -13 -3 -15 -8 -14 -28
right_child=1 6 7 8 -6 -7 17 -9 -10 13 18 24 28 26 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.002276644754187809 0.0014770265432021096 0.00078645962941150912 0.0021915163694142654 0.0010849914093866413 0.0013383924976237132 0.0014275826030597241 0.00085464448978420072 0.0012722327346592433 0.00073937751696785258 0.001487020121092731 0.0016258925521702877 0.0020379496115379334 0.0024661623216084335 0.0019634932114300724 0.002204139195066142 0.00084620205608708593 0.0018420989563120807 0.00013142665071968148 0.0021285202095521118 0.0015764498928923162 0.0020233585965271825 0.0021974802456743805 0.0021339669751762329 0.0020251134457672272 0.0014254493156313566 0.0012602590161868573 0.0028063363329056379 0.00050932227600657761 0.0029637747684116127 0.0023324535329935091
leaf_weight=1090 20 22 28 76 45 41 80 83 43 25 23 24 38 21 35 20 20 21 239 30 92 408 24 287 21 111 20 50 23 61
leaf_count=1090 20 22 28 76 45 41 80 83 43 25 23 24 38 21 35 20 20 21 239 30 92 408 24 287 21 111 20 50 23 61
internal_value=0 0.00120317 0.00213827 0.00149046 0.00216736 0.00218307 0.000893621 0.00150412 0.00123913 0.00219634 0.00225728 0.00138144 0.00229663 0.00210285 0.00207214 0.00174548 0.00134415 0.000639719 0.0020844 0.00122408 0.0019258 0.00210507 0.00180389 0.0021263 0.00175212 0.00118189 0.00234941 0.000721828 0.00265379 0.00244946
internal_weight=0 590 2531 306 2420 2375 284 111 194 2334 1413 151 1151 921 819 75 40 151 262 106 112 744 49 695 45 133 102 130 61 81
internal_count=3121 590 2531 306 2420 2375 284 111 194 2334 1413 151 1151 921 819 75 40 151 262 106 112 744 49 695 45 133 102 130 61 81
is_linear=0
shrinkage=0.00167351


Tree=2386
num_leaves=31
num_cat=0
split_feature=1 155 3 4 2 12 2 457 12 40 15 0 16 43 374 40 14 124 40 0 16 15 0 47 156 52 41 159 16 1455
split_gain=4.68262 1.22488 0.788894 0.538438 0.51552 0.492057 0.693767 0.595265 0.514721 0.760134 0.455703 0.510198 0.545023 0.438496 0.514733 0.520471 0.407411 0.440206 0.411214 0.39813 0.419772 0.401143 0.374924 0.653133 0.360259 0.513078 0.621198 0.313994 0.30448 0.296676
threshold=0.10293500000000001 0.084785000000000013 0.31299000000000005 0.40124500000000002 0.14122000000000004 -0.010834999999999999 0.11474000000000002 0.080930000000000016 -0.10022999999999999 -0.063404999999999989 -0.0088349999999999974 -0.070154999999999981 -0.50690499999999983 -0.072864999999999985 0.086450000000000013 -0.085774999999999976 0.062655000000000016 -0.076779999999999987 -0.012109999999999998 -0.10474999999999998 -0.25582999999999995 -0.41396999999999995 -0.074229999999999977 0.096475000000000019 0.085790000000000019 -0.088614999999999985 0.079395000000000007 0.09599000000000002 -0.085254999999999984 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 16 8 7 22 -2 13 11 12 -8 14 15 -10 17 18 28 20 -4 -21 23 -7 25 -18 -27 -13 -1 -19
right_child=1 -3 19 -5 -6 6 10 -9 9 -11 -12 27 -14 -15 -16 -17 24 29 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018004009224669268 0.0020632826098608437 0.0021728072909454957 0.00018017985175532587 0.00062394294958776253 0.0010188299019189904 0.0029586908932070963 0.00089998188634960786 0.0005650324291268709 8.3956198867227218e-05 -0.00025094700997112761 1.4661966513088642e-05 -0.00010120757706957368 0.0023831666167178764 0.0021672810618226326 -0.00036044860593890563 0.0015271182845712204 0.0011403533492805762 0.0027134360186402491 0.0022674047324249031 0.0007040722283276487 0.0015201710184251638 -0.00091253897116949894 0.0015689078716226597 0.0011787751005686881 0.0035414882521797499 0.0036029801444429888 0.0016075071945397155 0.0012633089198686434 0.0004861469089366561 0.0019763686410416322
leaf_weight=20 23 81 36 22 41 49 36 27 26 46 30 27 37 21 22 63 21 41 25 20 33 26 88 22 21 27 20 23 37 2110
leaf_count=20 23 81 36 22 41 49 36 27 26 46 30 27 37 21 22 63 21 41 25 20 33 26 88 22 21 27 20 23 37 2110
internal_value=0 0.00117726 0.00105414 0.0019603 0.00197274 0.00119158 0.00139106 0.00174316 0.000855156 0.000699049 0.000963006 0.00119431 0.00165173 0.00103011 0.000814968 0.00110552 0.00198959 0.00196689 0.00134976 0.000408761 0.000821045 -0.000209665 0.00194323 0.00240717 0.00255898 0.00225556 0.00275384 0.00052647 0.000947289 0.00199042
internal_weight=0 736 655 2385 2363 540 339 186 201 178 153 123 73 132 111 89 2322 2233 82 115 69 46 159 71 89 68 47 50 57 2151
internal_count=3121 736 655 2385 2363 540 339 186 201 178 153 123 73 132 111 89 2322 2233 82 115 69 46 159 71 89 68 47 50 57 2151
is_linear=0
shrinkage=0.00858181


Tree=2387
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 2 1 4 2 4 14 1 11 1 4 48 16 43 2 0 160 3 13 16 43 43 0 4
split_gain=177.571 21.2277 18.9738 13.1698 11.8105 8.57819 7.10664 6.05051 6.00067 5.38156 4.15202 3.80055 3.59587 2.81831 2.65436 3.72621 4.29331 2.97528 2.29936 1.91691 2.92088 1.70736 1.64333 1.53972 1.63763 1.3252 1.30578 1.27579 1.27015 1.20428
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.089885000000000007 0.12958500000000003 0.14285500000000004 0.077845000000000011 0.40124500000000002 0.14838000000000004 0.27834500000000006 0.076175000000000007 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090390000000000012 -0.040964999999999994 -0.08076499999999999 0.11177500000000001 -0.066089999999999996 -0.075414999999999982 -0.11171999999999999 0.14871000000000004 0.27252000000000004 -0.14792499999999997 -0.079914999999999986 -0.062764999999999974 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 12 10 14 -4 29 11 -3 13 -1 15 23 -17 -18 -8 28 -21 -15 -13 24 -7 -25 -16 -10 -2 -5
right_child=1 6 8 9 -6 7 18 -9 27 -11 -12 22 -14 21 26 16 17 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023259925550978538 0.00051284945581981864 0.0012464185306903114 0.0021653350181314573 0.0023834495006259193 0.0013208706298914669 0.001516910940513459 0.0010006497595986433 0.0014227003612920616 0.0013628506844909367 0.0012292851304214439 0.00033560522140381986 0.0010548625183572455 0.0027321412862181343 0.0021630463936989528 0.0020008322246363426 0.0021653201421730954 0.00085545337853989295 0.0018051673979029234 0.0017710407864193474 0.0017307671687669364 0.0011084163037144556 0.0016430155528917446 0.00054269275050614389 0.0021832295801369663 0.0021536472102969455 0.0019840809187768151 0.0024880363612130502 0.00087376879926821414 0.0011051060556902233 0.0019535986418086695
leaf_weight=1118 21 45 28 29 45 25 23 39 61 29 82 24 58 216 21 35 20 20 24 29 108 21 91 574 24 123 81 22 23 62
leaf_count=1118 21 45 28 29 45 25 23 39 61 29 82 24 58 216 21 35 20 20 24 29 108 21 91 574 24 123 81 22 23 62
internal_value=0 0.00111154 0.00217224 0.00143515 0.00220452 0.00222126 0.000774499 0.00209445 0.00146834 0.00188244 0.000654174 0.000817441 0.0023076 0.00228943 0.00212283 0.00208992 0.00171998 0.00133031 0.00139404 0.00113861 0.00124015 0.00211697 0.00064958 0.00212711 0.00182878 0.00214809 0.00238773 0.00123321 0.000822438 0.00209058
internal_weight=0 590 2531 301 2420 2375 289 962 111 120 242 160 1413 1355 923 821 75 40 47 181 137 237 115 746 49 697 102 83 44 91
internal_count=3121 590 2531 301 2420 2375 289 962 111 120 242 160 1413 1355 923 821 75 40 47 181 137 237 115 746 49 697 102 83 44 91
is_linear=0
shrinkage=0.00174112


Tree=2388
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 1 2 2 4 1 0 47 16 47 4 1 0 13 2 43 0 150 3 16 13 12
split_gain=251.593 40.6193 24.5482 19.7784 14.3661 11.3298 7.57136 7.28878 6.89852 6.66675 5.95603 4.51677 3.61651 3.60337 5.79939 2.53506 2.2913 2.05385 1.90764 2.86665 2.19052 1.58498 1.55422 1.49842 1.43814 1.43829 1.86458 1.84677 1.31173 1.26856
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.40473500000000007 0.076975000000000002 0.09253500000000002 0.14122000000000004 0.14838000000000004 0.27834500000000006 0.085760000000000017 -0.097274999999999986 0.078875000000000015 -0.092484999999999984 0.090100000000000013 -0.013125 0.093100000000000002 0.14486500000000005 0.049530000000000012 0.089885000000000007 0.0034250000000000005 -0.23091999999999999 0.08926000000000002 0.0068900000000000012 -0.29154999999999992 -1.0000000180025095e-35 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 8 11 -6 13 -5 18 12 -4 22 15 16 -15 24 20 29 23 -16 -1 -7 -3 26 -26 -27 -14 -20
right_child=1 2 6 9 7 10 -8 -9 -10 -11 -12 -13 28 14 21 -17 -18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0023379938994893099 0.0021899651120200351 0.0012704741310798177 0.0010334875400895825 0.0020286817680978167 0.0019989500986963126 0.0022749971544832196 0.0012472963368666491 0.0010512874104416058 0.0027929928647063189 0.0011220249270164984 0.0014106286126356084 0.00014321460477521245 0.00036888962043295307 0.0010472887830650169 0.0022454768486713647 0.0021116899177603828 0.0017992139263686706 0.0013674413799263986 0.0022063825928447332 0.0014708378874775899 0.0017386012503315094 0.0019084252252762226 0.0022037340087845544 0.0019911895728365494 0.00083813075309428721 0.00095766722509063747 0.0012858562938344441 0.00027745039917166468 0.00078229467815344269 0.0019398490095681835
leaf_weight=898 76 28 41 34 74 190 37 31 67 61 41 84 88 20 355 25 24 33 68 29 31 42 313 68 95 21 34 22 27 164
leaf_count=898 76 28 41 34 74 190 37 31 67 61 41 84 88 20 355 25 24 33 68 29 31 42 313 68 95 21 34 22 27 164
internal_value=0 0.00105838 0.000918544 0.00218035 0.00121529 0.00221021 0.000556452 0.00171916 0.00227674 0.00144651 0.00201389 0.000449947 0.00061511 0.00225611 0.00213351 0.00169448 0.00145743 0.00098822 0.00205886 0.00195718 0.00215068 0.00220982 0.00230329 0.0022002 0.000925649 0.000869514 0.000956136 0.000609649 0.00046595 0.00201797
internal_weight=0 691 615 2430 338 2335 277 105 1744 95 591 240 156 1677 466 69 44 233 550 261 289 397 1211 258 200 172 129 43 115 232
internal_count=3121 691 615 2430 338 2335 277 105 1744 95 591 240 156 1677 466 69 44 233 550 261 289 397 1211 258 200 172 129 43 115 232
is_linear=0
shrinkage=0.0016407


Tree=2389
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 159 1 2 2 4 14 11 132 1 1 4 1 52 43 4 12 47 1375 51 43 13 4
split_gain=193.833 32.4169 20.6639 17.8335 10.7526 9.54288 6.82112 5.96428 5.24846 5.22069 4.64104 3.76236 4.00453 3.6795 2.95 2.26153 2.22131 1.88694 3.3563 1.68272 1.62745 1.55266 1.45521 1.43914 1.43612 1.30067 1.27966 1.27049 1.22153 1.21511
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 -1.0000000180025095e-35 0.077845000000000011 0.11474000000000002 0.14753000000000002 0.42051500000000003 0.062655000000000016 1.0000000180025095e-35 0.08764000000000001 0.090540000000000023 0.088975000000000012 -0.081114999999999979 0.15799000000000005 0.12492500000000002 -0.14792499999999997 -0.0070899999999999991 0.10124000000000001 0.090100000000000013 0.08376500000000002 0.11144500000000002 -0.080324999999999994 -1.0000000180025095e-35 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 13 -4 -5 22 12 28 16 17 19 26 25 -19 -13 24 -16 -6 -24 -3 29 -1 -11 -10 -9
right_child=1 2 8 9 10 -7 -8 14 11 27 -12 15 -14 -15 21 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024022279905972508 0.002281592941288334 0.0010809929484466602 0.0014843094233033904 0.002148463069392796 0.002411114668053568 0.0015306928009520347 0.0013538469199093663 0.0025068670970862759 0.00097129811326654816 0.0014241149563419815 0.0011672518072952704 0.00042738541504473465 0.00060995844314165907 0.0027954546917903153 0.0021152051077810777 0.00089281896705443629 0.0022115141498025253 0.0023261461558417903 0.0015004666804765347 -0.00015014657247725501 0.0016473317922219455 0.0026569027823759297 0.0021464545988455698 0.0016074015494299656 0.0014781416253179002 0.0025581072579817306 0.0020387967730541062 0.00091044114092687803 0.0014465639327130406 0.0021612753713508089
leaf_weight=1063 76 184 26 28 22 48 22 31 40 47 23 49 94 59 21 21 241 26 32 21 20 58 31 27 31 27 29 20 26 678
leaf_count=1063 76 184 26 28 22 48 22 31 40 47 23 49 94 59 21 21 241 26 32 21 20 58 31 27 31 27 29 20 26 678
internal_value=0 0.00122986 0.00109989 0.00225444 0.00138314 0.00228394 0.00229975 0.00230894 0.000754255 0.00152947 0.00184302 0.000678632 0.000836242 0.0023783 0.00219833 0.000401517 0.00235984 0.00216703 0.0018706 0.000254126 0.00118158 0.00251291 0.00203731 0.00189552 0.00113826 0.00219039 0.00239258 0.00127078 0.00115852 0.00217639
internal_weight=0 691 615 2430 338 2335 2287 2265 277 95 103 251 160 1392 873 91 1333 794 58 70 235 79 80 58 215 736 1092 67 66 709
internal_count=3121 691 615 2430 338 2335 2287 2265 277 95 103 251 160 1392 873 91 1333 794 58 70 235 79 80 58 215 736 1092 67 66 709
is_linear=0
shrinkage=0.00170698


Tree=2390
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 16 1 0 49 4 1 3 40 3 1 4 11 16 2 2 52 1 50 2
split_gain=176.208 28.5687 14.3789 13.628 9.56509 8.0985 6.84161 5.51373 5.09046 5.04177 4.41713 3.28492 2.78205 2.84723 2.76149 2.53925 1.88645 1.80357 1.71567 1.61331 1.57299 1.37841 1.31471 1.29787 1.18423 1.17005 1.22226 1.14682 1.1453 1.06802
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.14122000000000004 -0.52595999999999987 0.089625000000000024 -0.10836499999999999 -0.054984999999999992 -0.062539999999999984 0.16175000000000003 -0.13927999999999999 -0.077474999999999988 -0.10217499999999997 0.13075500000000004 -0.011209999999999999 0.075910000000000019 -0.45661999999999997 -0.0091949999999999983 0.088850000000000012 0.40674500000000008 0.13265500000000002 0.041865000000000006 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 18 -4 -8 12 11 -7 25 -14 -2 -10 28 22 -3 -19 29 -21 -13 -23 -15 26 -1 -17 -6 -5
right_child=1 4 7 20 16 10 8 -9 15 -11 -12 17 13 24 -16 27 -18 19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017307997238407901 0.00095136647902841658 0.00047402190847931883 0.0015203981771901365 0.0010737561439404021 7.6724894406625849e-05 0.00090735250811989322 0.0011693036091646335 0.00074784786818157508 0.0011222873943780504 0.0020858798667354995 0.00098164712982253357 0.0014086675495111674 0.0010601072755180849 0.0012236772635892997 0.0015357853800214644 0.00061541783046062447 -0.00032972518899904174 0.001095027293198032 6.0561552274965768e-05 0.0016044680138282798 0.00032432807306928877 0.0017150484985724104 0.0018693858902397191 0.0013835085141954808 0.0016052509505876109 0.00162390721323778 0.0013620982860421142 0.0002427158523686737 0.00046611220608326604 0.00064129193966694755
leaf_weight=930 23 47 34 21 65 21 54 63 22 70 41 20 28 21 121 139 21 23 49 213 24 33 57 195 262 415 22 23 25 39
leaf_count=930 23 47 34 21 65 21 54 63 22 70 41 20 28 21 121 139 21 23 49 213 24 33 57 195 262 415 22 23 25 39
internal_value=0 0.00070873 0.00160198 0.00115375 0.00048072 0.00162605 0.000611392 0.00101864 0.000751925 0.00167935 0.00147156 0.0015073 0.00166239 0.00153041 0.00144244 0.000629434 8.75288e-05 0.00153058 0.000262985 0.00149422 0.000658847 0.00151504 0.00174972 0.00143149 0.00157694 0.00169242 0.00172228 0.000562503 0.000184888 0.000792654
internal_weight=0 673 2448 228 445 2351 334 97 238 1748 603 562 1678 311 144 184 111 541 96 464 84 441 77 228 283 1367 952 162 90 60
internal_count=3121 673 2448 228 445 2351 334 97 238 1748 603 562 1678 311 144 184 111 541 96 464 84 441 77 228 283 1367 952 162 90 60
is_linear=0
shrinkage=0.00154607


Tree=2391
num_leaves=31
num_cat=0
split_feature=1 52 3 2 1456 2 9 2 0 43 4 16 14 14 0 2 151 2 10 2 52 15 3 12 12 475 475 475 49 159
split_gain=7.61533 1.76648 0.999196 0.683919 0.579308 0.549708 0.629301 0.863656 0.639487 0.482016 0.481489 0.684271 0.968776 0.514507 0.645143 0.479248 0.457881 0.454973 0.431306 0.42578 0.422317 0.388759 0.373313 0.371091 0.513821 0.36862 0.585107 0.558784 0.451749 0.483734
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.092235000000000025 -0.049894999999999995 0.14753000000000002 -1.0000000180025095e-35 0.10276500000000001 -0.07384499999999998 -0.078654999999999989 -0.031404999999999995 -0.008904999999999998 -0.46413499999999996 -1.0000000180025095e-35 -0.066089999999999996 -0.090999999999999984 -0.030624999999999996 0.15109000000000003 -0.0026549999999999994 -1.0000000180025095e-35 0.0060650000000000009 -0.089964999999999976 0.090900000000000009 -0.086254999999999984 0.090285000000000018 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.11560500000000001 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 15 -3 6 18 8 -8 -9 -11 13 -13 -12 16 -1 -15 22 -6 -10 -4 -7 23 -5 -25 26 -17 -27 29 -29
right_child=1 2 20 17 5 21 7 9 19 10 11 12 -14 14 -16 25 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0013325202144634149 0.0023859631351390281 0.0025296836789767377 0.00011796153783364983 0.0015195016704670859 0.0010477498264498428 0.00098089148004355526 0.0027221878056431087 0.00057327031222196645 0.001000486053443066 0.002546287090708226 0.0028100289234013836 0.0017231585348182147 -0.00060866107038263801 0.00090709464062681527 4.5536062292081248e-05 0.0024983819223769405 0.0023354532213900811 0.00087132813502613404 -0.00041314795390510182 0.0021924410217083979 0.0011958699764900796 -0.00039363883358854067 0.0015179338886387602 0.0025899483837292917 0.0020710876491265707 0.0032253366640970097 0.00078975709939997011 0.0024245448783591131 0.0013407474613550481 0.0015044462908807006
leaf_weight=30 90 25 79 57 44 42 52 65 44 22 20 22 27 26 20 30 37 21 20 38 36 21 68 179 473 55 25 1385 28 40
leaf_count=30 90 25 79 57 44 42 52 65 44 22 20 22 27 26 20 30 37 21 20 38 36 21 68 179 473 55 25 1385 28 40
internal_value=0 0.00130393 0.00115177 0.00226647 0.00130431 0.00124304 0.00134689 0.00147655 0.00200663 0.00117935 0.00140576 0.00124068 0.000438278 0.0016224 0.00133623 0.00236521 0.00174597 0.00206937 0.000591219 0.00155286 0.000455394 0.000522715 0.00210175 0.00215774 0.00221354 0.00238503 0.00172173 0.00240922 0.00237833 0.00239872
internal_weight=0 730 640 2391 525 500 437 373 134 239 174 152 49 103 83 1593 63 798 64 82 115 63 777 709 652 1563 55 1508 1453 1425
internal_count=3121 730 640 2391 525 500 437 373 134 239 174 152 49 103 83 1593 63 798 64 82 115 63 777 709 652 1563 55 1508 1453 1425
is_linear=0
shrinkage=0.00824856


Tree=2392
num_leaves=31
num_cat=0
split_feature=1 52 1 44 4 2 11 12 0 1 42 2 0 16 10 151 1 51 50 52 131 50 51 51 16 2 131 0 4 43
split_gain=6.16842 1.43181 0.930303 0.846044 0.629831 0.602106 0.69493 0.688271 0.610549 0.671152 0.649311 0.595709 0.54497 0.522203 0.493645 0.450237 0.474605 0.447675 0.493846 0.43188 0.374576 0.366417 0.424434 0.533376 0.43685 0.632578 0.691825 0.453856 0.723183 0.650177
threshold=0.10312500000000001 -0.52606999999999993 0.14262000000000002 0.087770000000000015 0.40124500000000002 0.10060500000000001 1.0000000180025095e-35 0.09320500000000001 -0.036484999999999997 0.089175000000000018 0.09796500000000001 0.13622000000000004 -0.14454499999999995 0.037555000000000005 -0.074314999999999978 1.0000000180025095e-35 0.086920000000000011 -0.41109999999999997 0.10616500000000001 0.0046550000000000003 0.093840000000000021 0.10917 0.095050000000000009 0.078435000000000019 0.0047850000000000011 0.084415000000000004 0.089785000000000018 -0.07384499999999998 -0.080364999999999978 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 6 15 13 12 10 -10 17 -7 19 -4 21 -17 -3 -19 -8 -16 22 23 24 27 26 -26 -1 -29 -30
right_child=1 2 14 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15 20 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00281781989401504 0.0028879794752304246 0.0026956501617874766 -0.00092389499921319545 0.0034560730697439125 0.00080894174703481788 0.00085587088606944839 0.004402722353913543 0.0019402086259692575 -5.0379707477420723e-05 0.0025972771238109258 0.0021011642971518994 0.00067688606682938873 0.0025278252515454369 0.0050466774410262184 0.0011633929743055105 0.0023539832358123822 0.00066353598585537101 0.0013517842036623855 0.0025664638231089167 0.0024570428165542418 -0.00043600887475612202 0.0021448451332930479 0.0035253235935475023 0.0018743339055418121 0.00029261771703801523 0.0026162785077334461 0.0023219120573035991 0.0030948342890649884 1.7460348435853431e-05 0.0023807584334209226
leaf_weight=1112 67 34 22 22 22 22 21 24 36 36 25 97 302 28 67 58 25 362 39 28 20 157 58 92 30 184 43 39 24 25
leaf_count=1112 67 34 22 22 22 22 21 24 36 36 25 97 302 28 67 58 25 362 39 28 20 157 58 92 30 184 43 39 24 25
internal_value=0 0.00145915 0.00131476 0.00148517 0.00253626 0.00255231 0.00262832 0.0034567 0.00220059 0.00148678 0.000831401 0.00140366 0.0024143 0.00392937 0.000448637 0.00258302 0.00184481 0.00156572 0.00146992 0.00329091 0.000795714 0.00261775 0.00266396 0.0026317 0.00267953 0.00229578 0.00148796 0.00276171 0.00205269 0.00122322
internal_weight=0 730 663 554 2391 2369 1948 101 421 97 61 532 324 77 109 1847 83 435 401 49 87 1764 1607 1549 1457 257 73 1200 88 49
internal_count=3121 730 663 554 2391 2369 1948 101 421 97 61 532 324 77 109 1847 83 435 401 49 87 1764 1607 1549 1457 257 73 1200 88 49
is_linear=0
shrinkage=0.0102561


Tree=2393
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 1 4 2 1 3 43 49 159 150 52 1 2 1 2 160 1 49 15 43 2 4 16
split_gain=96.5997 15.8935 8.12604 6.84467 5.7465 4.95998 4.20253 3.61601 3.26844 2.77806 2.63048 2.42946 2.01203 2.00226 1.565 1.4969 1.81507 1.28279 1.31898 2.63855 1.21478 1.21338 1.19501 1.09467 1.01952 0.996642 0.993514 0.927855 0.923482 1.05901
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.077845000000000011 0.40945500000000007 0.089885000000000007 0.14754500000000001 0.30112000000000005 -0.013199999999999998 -0.054984999999999992 0.08154500000000002 1.0000000180025095e-35 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.091195000000000012 0.11474000000000002 -0.077459999999999987 0.13075500000000004 -0.054984999999999992 -0.41942499999999994 -0.080324999999999994 0.10882500000000002 0.038415000000000012 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 15 6 7 10 -4 12 20 22 13 -6 -2 16 21 -12 28 -20 -1 -3 -11 27 -18 -13 -10 -5 -19 -30
right_child=1 4 8 23 9 -7 -8 -9 26 11 17 25 -14 -15 -16 -17 24 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017854774712963708 0.001158613135560857 0.0014529517765470821 0.0016937959374129267 0.0013608150698964947 0.00073199845301740395 0.0011805314151618136 0.0020914873124862118 0.0010350203983893812 0.0011458943320282341 0.00091300309828215099 0.0019256637087343093 0.00040841667797719217 0.000539643201783074 0.0012582696207888086 0.0016245927505335496 0.00076367736181415366 0.0010877918156818789 0.0016843326412669132 0.00094481727464207528 0.0016529995248574659 0.0016483769074607457 0.00097359228105656649 0.00053519861781234108 0.00065406021469677624 0.00063911065931022938 -7.7684969234195205e-05 0.00070055725625826741 0.00092641119080958594 0.0016759375249428767 0.001429860438080525
leaf_weight=1117 24 50 28 21 40 48 84 22 47 33 43 27 40 41 127 41 37 545 23 41 216 21 81 24 23 21 20 40 96 100
leaf_count=1117 24 50 28 21 40 48 84 22 47 33 43 27 40 41 127 41 37 545 23 41 216 21 81 24 23 21 20 40 96 100
internal_value=0 0.000984289 0.00169341 0.0013367 0.0008015 0.00171293 0.0017241 0.0017101 0.00121363 0.000654879 0.00171691 0.000511581 0.000846733 0.000998383 0.00155053 0.00104274 0.00113008 0.00164404 0.001629 0.0013985 0.00176326 0.00131117 0.000644563 0.000956835 0.000915797 0.000195747 0.00101296 0.00107596 0.0016489 0.00155039
internal_weight=0 691 2430 236 455 2335 2287 2203 95 283 2181 162 121 81 151 172 131 848 805 64 1333 71 114 85 60 48 67 61 741 196
internal_count=3121 691 2430 236 455 2335 2287 2203 95 283 2181 162 121 81 151 172 131 848 805 64 1333 71 114 85 60 48 67 61 741 196
is_linear=0
shrinkage=0.00167351


Tree=2394
num_leaves=31
num_cat=0
split_feature=1 52 1 45 124 3 2 2 1 4 3 48 48 11 0 4 4 52 133 484 3 12 1 12 133 4 4 3 43 394
split_gain=5.59285 1.29034 0.808094 0.570364 0.65884 0.520936 0.548911 0.505422 0.485955 0.415538 0.566487 0.503104 0.775351 0.689548 0.398991 0.398652 0.820624 0.58636 0.397543 0.405124 0.390983 0.429772 0.551349 0.536557 0.534347 0.534423 0.406589 0.439388 0.678527 0.501101
threshold=0.10312500000000001 -0.43851499999999993 0.13707500000000003 0.081955000000000014 -0.076779999999999987 -0.028564999999999997 0.11411 0.14122000000000004 0.077845000000000011 -0.082249999999999976 0.092670000000000016 0.092475000000000016 0.078735000000000013 0.086080000000000018 -0.087084999999999982 -0.49405499999999997 -0.14098499999999997 -0.018574999999999998 0.089200000000000015 0.085905000000000009 -0.14989499999999997 0.082480000000000012 0.083135000000000014 0.083370000000000014 -0.082724999999999979 -0.0060199999999999993 0.022185000000000003 -0.08867499999999999 -0.092909999999999979 -0.0045549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 6 -3 9 -1 11 20 12 13 14 -6 -16 17 -17 19 -7 -11 22 24 -23 -22 -26 27 28 -25 -29
right_child=1 2 -4 -5 7 18 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 26 25 -27 -28 29 -30 -31
leaf_value=0.0021972820813740612 0.0023855115756323555 0.0020590367986379815 0.00056437893797680108 0.003561695407631267 0.0030177622864596483 0.0010697496044065175 0.0010408150532263886 0.0011871151949875904 0.00081529105292135068 0.001161564647841827 0.0010719174893801635 0.00114303284700687 0.0041994783934028463 0.0009733635742999046 0.0030152322772038823 -0.0001145989753648758 0.0024120973302797391 0.0020390114382769554 0.00018218713737548251 0.0022548928760224513 0.0020956752053127754 0.00064206399179553579 0.0020535325958043337 0.0023388217480398792 0.0027142459770814155 0.0047340032072805171 0.0018037314552254333 0.0035119317451030173 0.0010482865707831396 0.0022735165506538972
leaf_weight=38 79 125 164 26 102 224 72 41 52 32 41 25 22 27 70 20 324 24 38 28 22 20 58 78 20 26 216 29 64 1014
leaf_count=38 79 125 164 26 102 224 72 41 52 32 41 25 22 27 70 20 324 24 38 28 22 20 58 78 20 26 216 29 64 1014
internal_value=0 0.00126441 0.00112836 0.00219335 0.00217831 0.00131828 0.00168689 0.00220915 0.0013988 0.00222791 0.00214991 0.00243369 0.00248847 0.00242209 0.00249452 0.00237267 0.00225045 0.0010601 0.00106788 0.00120143 0.0021779 0.00219892 0.00271888 0.00215282 0.00328638 0.00385585 0.00217439 0.00224195 0.00175717 0.00230795
internal_weight=0 730 651 2391 2365 487 197 2275 90 2234 1620 614 589 567 540 438 368 44 290 252 1579 1547 126 1421 68 46 1401 1185 142 1043
internal_count=3121 730 651 2391 2365 487 197 2275 90 2234 1620 614 589 567 540 438 368 44 290 252 1579 1547 126 1421 68 46 1401 1185 142 1043
is_linear=0
shrinkage=0.00928922


Tree=2395
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 12 4 3 4 52 3 43 52 2 34 2 49 0 15 160 0 4 4 43 133 15 400 133 16 1212
split_gain=4.55686 1.06065 0.678483 0.723388 0.658782 0.569455 0.56604 0.563614 0.562444 0.561575 0.561022 0.542101 0.477689 0.686357 0.433045 0.494865 0.401529 0.423579 0.377422 0.509124 0.470247 0.374392 0.368178 0.48776 0.543072 1.02123 0.676594 0.512676 0.439913 0.432472
threshold=0.11690500000000002 0.051320000000000005 -0.27302499999999996 -0.073404999999999984 0.30112000000000005 -0.42850999999999995 0.40124500000000002 -0.14186499999999996 -0.10429499999999998 0.029970000000000007 0.11924500000000002 -0.11720999999999999 0.12603000000000003 0.081685000000000021 -0.038779999999999995 0.121465 -0.08130999999999998 -0.062764999999999974 -0.0040799999999999994 1.0000000180025095e-35 -0.033209999999999996 -0.04890499999999999 0.0033150000000000007 0.0016850000000000001 -0.088669999999999985 0.084370000000000014 -0.065974999999999992 -0.11008499999999999 -0.087659999999999988 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 14 -6 7 12 9 -9 18 -4 13 -3 -2 -16 -13 -18 20 -20 -5 -17 23 -10 26 -26 -25 29 -24 -28
right_child=4 6 3 10 5 -7 -8 8 22 -11 -12 16 -14 -15 15 21 17 -19 19 -21 -22 -23 28 24 25 -27 27 -29 -30 -31
leaf_value=-5.0513951204134361e-05 0.00012601227800744782 0.004143603802252956 0.0019611326168932088 0.0019479392681028644 0.001171431714559696 -0.00030459115766110102 0.00083248441415001255 0.00030528083561483395 0.0021493247348424662 0.002081762135837488 0.0010721605942039926 0.0015436667619874432 0.0011734361124194708 0.002436842480040047 0.0016771035989161147 0.0020227609102845328 -1.7468488870800208e-05 0.0013777420144577056 0.0021542624231126826 0.0037605439990995222 0.000496070966301899 0.00065237505110752518 0.0020379806977876055 0.0036293937667597194 -0.00065921849310543359 0.0016310538428790532 0.0012798252552249625 0.0029241790518146635 0.0013817864848417805 0.0025433998038880013
leaf_weight=22 37 24 49 154 34 67 35 34 1250 28 64 43 20 133 108 20 57 28 90 21 22 123 192 21 20 105 95 31 163 31
leaf_count=22 37 24 49 154 34 67 35 34 1250 28 64 43 20 133 108 20 57 28 90 21 22 123 192 21 20 105 95 31 163 31
internal_value=0 0.0019124 0.00154784 0.00161444 0.00083781 0.000192288 0.0020043 0.0020234 0.00197828 0.00110756 0.0018586 0.00113025 0.00252551 0.00269775 0.00106419 0.00120249 0.000812178 0.00044213 0.00203398 0.00245815 0.00176646 0.000844037 0.00200658 0.00206827 0.0017339 0.00126461 0.00206346 0.001854 0.00173669 0.0015907
internal_weight=0 2732 550 528 389 101 2182 2147 1970 62 351 177 177 157 288 251 128 85 287 111 176 143 1908 1553 303 125 178 157 355 126
internal_count=3121 2732 550 528 389 101 2182 2147 1970 62 351 177 177 157 288 251 128 85 287 111 176 143 1908 1553 303 125 178 157 355 126
is_linear=0
shrinkage=0.00928922


Tree=2396
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 1 3 9 4 10 0 160 39 52 48 16 0 157 51 16 1212 49 52 41 1447 43 12 12 0 474
split_gain=3.69891 0.962902 0.603108 0.646978 0.704096 0.515483 0.484949 0.453363 0.576166 0.440976 0.627734 0.388737 0.377059 0.460279 0.372059 0.380758 0.366109 0.364462 0.405228 0.424795 0.517577 0.514374 0.466441 0.423638 0.656449 0.521774 0.481304 0.414523 0.388394 0.372522
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 0.16773500000000005 0.12178000000000001 0.081890000000000004 0.40124500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.083670000000000008 0.094095000000000026 -0.067494999999999986 -0.024949999999999996 -0.16075999999999999 -0.14920999999999998 -0.50331999999999988 0.13995500000000002 -0.011734999999999997 0.089590000000000017 -0.14750499999999997 -0.10286999999999999 0.076195000000000013 -0.082824999999999982 -0.08287499999999999 0.085700000000000012 0.087075000000000014 -0.091794999999999988 0.085500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -2 14 8 16 -4 11 -11 13 -12 -6 -16 -3 -18 19 21 23 -19 -23 24 -21 28 -27 -28 -26 -30
right_child=5 7 3 -5 6 -7 -8 -9 -10 10 12 -13 -14 -15 15 -17 17 18 -20 20 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-8.5501520241530851e-05 0.00069337972270470038 0.0021628415186052776 -9.5197105754307557e-06 0.002356836661750226 0.00081860203310658364 -0.0005328010741612189 0.0006841901251490774 0.0025249222064980753 0.00037609274511574305 -0.0003788411982663327 0.00096483177845193668 0.00097939516961762798 0.00054946082944076552 0.0025298444415625468 0.0022355886927920613 0.0014546108151545153 0.0024226709926580521 0.00035396596637084622 0.00081410663531202411 0.0024583231587933622 0.00011703508650439587 0.0025959695806204719 0.0016113751290174729 0.00032814259135306815 0.0026869022876097959 0.00037026141008338824 0.0023178749600521486 0.0012138579873681244 0.0013941791096367181 0.0021254079298717713
leaf_weight=23 342 58 39 30 44 23 56 29 27 26 21 27 20 27 49 197 28 20 51 38 20 31 1240 22 21 40 23 303 189 57
leaf_count=23 342 58 39 30 44 23 56 29 27 26 21 27 20 27 49 197 28 20 51 38 20 31 1240 22 21 40 23 303 189 57
internal_value=0 0.00146544 0.00117165 0.0012256 0.00115853 0.000616114 0.00135964 0.00154019 0.00152702 0.000723619 0.00095992 0.000313091 0.00146407 0.00184515 0.00149007 0.00161017 0.00154154 0.00152424 0.00151199 0.00152976 0.00137443 0.00161554 0.00163539 0.00141072 0.00144621 0.00138546 0.00119104 0.00129175 0.00165196 0.00156361
internal_weight=0 2756 559 536 506 365 346 2197 2168 160 121 53 68 48 290 246 2141 2083 2055 2004 713 1291 1271 693 671 633 366 326 267 246
internal_count=3121 2756 559 536 506 365 346 2197 2168 160 121 53 68 48 290 246 2141 2083 2055 2004 713 1291 1271 693 671 633 366 326 267 246
is_linear=0
shrinkage=0.00792826


Tree=2397
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 11 47 11 1 3 1 4 43 1 43 0 12 1 48 13 0 16 39 12 43
split_gain=160.275 27.2389 16.5254 13.7179 11.3411 8.95103 7.09742 6.29379 5.46501 4.65708 3.96975 3.15876 2.62558 2.50615 2.4382 2.36844 2.21348 2.18755 2.05166 2.02859 1.8476 1.73703 1.72061 1.35165 1.73898 1.34553 1.27626 1.22614 1.1595 1.15159
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.089775000000000008 0.077845000000000011 1.0000000180025095e-35 0.13082500000000002 1.0000000180025095e-35 0.086920000000000011 -0.11171999999999999 0.15964000000000003 -0.17966999999999997 -0.095049999999999982 0.11669000000000002 -0.14792499999999997 -0.14001499999999997 0.095780000000000018 0.086920000000000011 0.08955500000000001 -0.016469999999999995 -0.026509999999999995 -0.0094449999999999968 0.056590000000000008 0.096475000000000019 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 28 10 -5 13 15 14 -1 17 23 -3 -10 26 -14 22 -22 -16 24 -4 -7 -18 -28 -6 -11
right_child=1 2 11 9 7 25 -8 -9 12 29 -12 -13 19 -15 20 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022804041683515013 0.0021725285994736187 0.0016599082336269566 0.00070068101571771769 0.0020937338803049422 0.0022291733263562156 0.0017717034358999803 0.0012715803033351303 0.0011818879066960294 0.0021608837035641342 0.0014501550486594513 0.002650620968881588 0.0013189066248325461 0.0019423404974080025 0.0021278701694370651 0.0021751300521118764 0.00025653783677704114 0.001327148724441564 0.0014940158182047208 0.00096526941683367645 0.0025258055656364529 0.0021761419157446272 0.0020125476044410271 0.0015805473743377299 0.00042833873677712982 0.0011711242319099157 0.0012312021471902717 0.00080701298139033268 0.0013247170242157739 0.0018352520391336532 0.00098931510899949405
leaf_weight=919 76 21 68 28 29 22 22 38 20 47 62 21 21 400 20 31 118 35 127 58 413 283 34 26 29 26 29 20 58 20
leaf_count=919 76 21 68 28 29 22 22 38 20 47 62 21 21 400 20 31 118 35 127 58 413 283 34 26 29 26 29 20 58 20
internal_value=0 0.00126405 0.00115178 0.00214199 0.00131807 0.00216637 0.0021808 0.00172802 0.00218963 0.00154282 0.00225284 0.000733688 0.00209087 0.00223415 0.00206341 0.000653886 0.00115539 0.00173651 0.00111936 0.00237071 0.00208739 0.00210962 0.00180076 0.00075403 0.000841329 0.00147893 0.00123653 0.00101832 0.00196656 0.00131259
internal_weight=0 691 615 2430 440 2335 2287 125 2265 95 1381 175 884 1319 805 154 315 55 294 79 750 696 54 123 97 48 167 49 87 67
internal_count=3121 691 615 2430 440 2335 2287 125 2265 95 1381 175 884 1319 805 154 315 55 294 79 750 696 54 123 97 48 167 49 87 67
is_linear=0
shrinkage=0.00160853


Tree=2398
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 2 4 1 457 1 12 51 48 48 1 2 147 1 1 160 42 1446 42 484 2 43 133 43 13 47
split_gain=3.66643 1.22544 0.98553 0.657778 0.669242 0.637116 0.558108 0.730114 0.860938 0.539464 0.493258 0.549418 0.529738 0.570694 0.436449 0.474953 0.424111 0.529458 0.457522 0.417804 0.374439 1.09845 0.552429 0.3694 0.372636 0.354756 0.333021 0.402874 0.304431 0.296347
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 -0.082249999999999976 0.091535000000000019 0.060310000000000009 0.08592000000000001 0.11650500000000001 -0.20636999999999997 0.092475000000000016 0.078735000000000013 0.09253500000000002 0.12358500000000001 0.096620000000000011 0.10374500000000002 0.13075500000000004 0.079055000000000014 0.088465000000000002 0.08393500000000001 0.095405000000000004 0.085595000000000018 0.084055000000000005 -0.052894999999999991 0.11269500000000002 -0.011694999999999999 0.05868000000000001 0.102035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 6 9 10 -8 14 -2 11 -5 13 20 -9 -16 17 -11 28 -1 23 22 -22 24 26 -10 27 -13 29 -19
right_child=5 -3 -4 4 -6 -7 7 8 25 16 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.6478599159563691e-05 0.0023832524547476317 -5.5871354801226248e-05 0.00064641581094469248 0.0037408481741298184 0.0032040112573653392 -0.00077147594700472397 0.0019048353643323049 0.00050467163194543516 0.0010194116317218263 -0.00076345585770243914 0.00060049940591677079 0.0032534389548294997 0.00079442744291295599 0.0037043507532966606 0.0018248514400546439 0.00035809233333534475 0.0019028687280275996 0.0016339582756362461 0.00035802043645435092 0.0018290099674275191 0.0045745175573064954 0.00083974423618741578 0.0026641510754022595 0.0010446012932931346 0.0019089271441232679 -0.00047538527908787113 0.001439279859624027 0.0021338338987359406 0.00019014120455008567 0.00038558369861603725
leaf_weight=28 22 33 64 21 38 24 1447 31 36 23 20 64 28 23 319 23 30 94 124 20 24 22 38 35 330 27 24 61 25 23
leaf_count=28 22 33 64 21 38 24 1447 31 36 23 20 64 28 23 319 23 30 94 124 20 24 22 38 35 330 27 24 61 25 23
internal_value=0 0.00183235 0.00185523 0.00188433 0.00190535 0.000780962 0.00188617 0.00179828 0.00144466 0.000890225 0.00212601 0.00217155 0.00212077 0.00218057 0.00162469 0.00172621 0.000787258 0.00067145 0.000795521 0.000740808 0.00212196 0.00273215 0.00340365 0.00202224 0.00209368 0.000378784 0.00250286 0.00270707 0.00117756 0.00138855
internal_weight=0 2756 2723 2659 2611 365 2573 1883 436 341 690 670 649 621 373 342 319 289 266 48 598 84 62 514 479 63 149 125 142 117
internal_count=3121 2756 2723 2659 2611 365 2573 1883 436 341 690 670 649 621 373 342 319 289 266 48 598 84 62 514 479 63 149 125 142 117
is_linear=0
shrinkage=0.0098578


Tree=2399
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 4 11 1 150 14 2 1 50 1 15 43 0 151 3 43 12 31 4 4
split_gain=125.756 15.7833 13.4744 8.97947 7.79326 6.47773 6.294 4.95481 4.77748 4.21423 3.70906 2.9341 2.44297 3.07463 3.89993 2.4243 2.1115 1.99374 1.90295 1.73751 1.47239 1.39298 1.30577 1.26745 1.22138 1.36588 1.15786 1.10568 1.10313 1.04631
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.089885000000000007 0.077845000000000011 -0.062539999999999984 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.076175000000000007 0.11704500000000001 0.091195000000000012 0.041865000000000006 0.13436000000000001 -0.41942499999999994 -0.14792499999999997 -0.066089999999999996 -1.0000000180025095e-35 -0.11171999999999999 0.016310000000000002 0.095780000000000018 -0.084119999999999986 0.022185000000000003 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 9 27 -9 15 -4 -10 13 24 -15 17 -2 -1 20 -13 -7 -14 -19 -22 25 -11 -26 -3 -28 -8
right_child=1 5 10 -5 -6 18 29 8 11 12 -12 19 21 14 -16 -17 -18 22 -20 -21 23 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0017644876119349005 0.0015875754409168687 0.00085359922573235395 0.0016213784658155842 0.0010487032711905286 0.00090696027750424187 0.00057872593057961975 0.00090417356737515573 0.0015464852183642869 0.0013941165944663071 0.001626460543580081 0.0010202010890624739 0.00090764038682404646 0.0015079569832917616 0.0015221371110923938 0.00078560809231643036 0.0020374615680334054 0.0010769592329983506 0.0016533215586763237 0.00080000307384946027 0.00052787563001958069 0.00042973437163350557 0.00192076447202184 0.00128024476825261 -5.711817133485296e-05 0.0016934145292932369 0.0011470168096943138 0.0016272023063184141 0.00048993470018703371 0.0014247718866577902 0.0013606561733995081
leaf_weight=1118 95 23 28 45 75 29 20 27 22 27 83 136 21 55 20 58 20 216 23 30 20 81 21 24 408 22 213 66 74 21
leaf_count=1118 95 23 28 45 75 29 20 27 22 27 83 136 21 55 20 58 20 216 23 30 20 81 21 24 408 22 213 66 74 21
internal_value=0 0.000926199 0.00165846 0.00168078 0.00126516 0.000765191 0.00169276 0.000867334 0.000984656 0.0017025 0.00117185 0.000903968 0.00162733 0.00160137 0.00132573 0.0017515 0.00149877 0.00173926 0.000441739 0.000839008 0.000328862 0.00183577 0.00162026 0.000164178 0.00162915 0.0014112 0.00164452 0.000583915 0.00157501 0.00113798
internal_weight=0 590 2531 2420 190 400 2375 304 215 2334 111 188 921 819 75 1413 115 1355 96 166 73 102 237 44 744 49 695 89 287 41
internal_count=3121 590 2531 2420 190 400 2375 304 215 2334 111 188 921 819 75 1413 115 1355 96 166 73 102 237 44 744 49 695 89 287 41
is_linear=0
shrinkage=0.00142833


Tree=2400
num_leaves=31
num_cat=0
split_feature=1 4 155 2 12 157 39 3 52 43 43 123 45 3 4 48 147 41 11 10 12 1 47 4 52 50 158 11 2 43
split_gain=3.50642 0.935615 0.65047 0.491734 0.485107 0.475076 0.446438 0.420469 0.439937 0.445373 0.577459 0.437398 0.406873 0.412163 0.508969 0.69835 0.391724 0.352961 0.394537 0.457212 0.390839 0.772381 0.77732 0.576169 0.497124 0.55856 0.509795 0.506032 0.486423 0.845885
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 0.25063000000000007 0.093965000000000007 -0.09416999999999999 0.10076500000000001 -0.13309499999999996 0.12418000000000001 0.10366000000000002 -0.05647499999999999 0.087260000000000018 0.081955000000000014 0.090900000000000009 -0.059649999999999988 0.016865000000000002 0.094075000000000006 0.10065500000000001 0.080455000000000013 -0.012544999999999999 0.087695000000000009 0.085760000000000017 0.082095000000000015 -0.15764999999999998 0.11125500000000001 0.092620000000000022 0.08962500000000001 0.075910000000000019 0.08622500000000001 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 7 -4 -2 12 -3 9 10 11 -9 13 17 -15 -16 -7 18 19 -1 21 24 28 -22 26 -26 27 -21 -23 -30
right_child=1 3 4 -5 -6 16 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 23 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00053217815118547778 -0.00021012032454065496 0.0013226993825834936 0.0031923431404931066 -0.00058958660351102394 0.0015422107036851408 0.0012558675256087262 0.00069840711817515581 -0.00092476485058122385 0.0015017603641834191 -0.00076484651167079321 0.00091771891466984603 0.00053858821402170336 0.0027695704131908104 0.0016592842502826674 -0.00067600983582692849 0.0014249618989983551 -8.0826644823934386e-06 0.00071843372246633891 0.0023447154007645256 0.0019008938002654985 0.00045538114507790529 0.001419508338920935 0.0026317073471012098 0.0016284388737816255 0.00068954694867963927 0.0024417802365832883 0.0028241866181271482 0.0032824864746247863 0.0012824708351039942 -0.0010599434392741245
leaf_weight=26 20 67 20 24 43 310 36 29 31 23 109 34 26 66 22 27 20 28 72 621 33 65 25 1154 46 20 55 21 27 21
leaf_count=26 20 67 20 24 43 310 36 29 31 23 109 34 26 66 22 27 20 28 72 621 33 65 25 1154 46 20 55 21 27 21
internal_value=0 0.000972707 0.00124726 0.000615013 0.00206606 0.00109987 0.00166582 0.000713683 0.000533134 0.000379147 0.000532123 -0.000135019 0.00168061 0.00166846 0.00115752 0.000481668 0.00117926 0.001695 0.0017075 0.0016858 0.00170017 0.00183763 0.00123499 0.00159583 0.00194662 0.00122053 0.00201538 0.00194609 0.000925982 0.000257665
internal_weight=0 730 413 317 63 350 2391 293 226 195 172 63 2355 2329 115 49 330 2214 2186 2114 2088 901 138 1187 763 66 697 642 113 48
internal_count=3121 730 413 317 63 350 2391 293 226 195 172 63 2355 2329 115 49 330 2214 2186 2114 2088 901 138 1187 763 66 697 642 113 48
is_linear=0
shrinkage=0.00875344


Tree=2401
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 12 47 4 4 0 16 2 0 14 2 0 0 12 15 457 52 1 43 3 4 3 0 52 16
split_gain=146.596 18.7432 17.2278 9.70716 8.3777 7.07471 5.38016 4.48968 4.00141 3.65862 3.38519 2.91405 2.80609 2.77869 2.74401 2.50109 2.43713 2.28765 3.27858 2.26316 1.8548 1.72288 1.70696 1.49185 2.07917 1.46557 3.36467 1.67579 1.40633 1.21705
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.11690500000000002 0.090455000000000021 0.085505000000000012 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 -0.061854999999999993 0.10444500000000002 -0.078904999999999989 0.076175000000000007 0.31358000000000003 -0.11173999999999999 -0.097024999999999986 0.13597000000000004 -0.095244999999999982 0.045365000000000009 -1.0000000180025095e-35 0.122715 -0.078139999999999973 0.11658 -0.064054999999999987 0.013900000000000001 0.13134000000000004 0.12418000000000001 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 22 23 14 15 -5 17 -1 -9 13 20 16 28 19 -8 29 -4 -10 -14 -2 -3 -25 27 -27 -12 -7 -19
right_child=1 5 6 8 -6 7 9 11 12 -11 25 -13 21 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0025247421714802275 0.0019175679554129434 0.0010135339053017258 0.0021497643935277973 0.0019989103123481426 0.0011343657552636795 0.000700357087854026 0.0023781825533352075 0.00089778069367271501 0.0018539859068100175 0.0017520106774025384 0.0022069643022281722 0.0015330414770170961 0.00081131906323695649 0.001176991184346949 0.0024852480505494555 0.00022662834215515237 0.002115900381986681 0.0020716245472394948 0.0014339063614450098 0.0014969117712062695 0.0014002851594237622 0.0013305940812469472 0.0014818454201795208 0.0016485840056168662 0.0011513184164321031 0.001925364810891073 0.0012821065254635707 0.001694920786558146 0.0010762984253488298 0.0019437748600156974
leaf_weight=22 83 40 22 31 74 158 37 45 56 169 50 28 24 37 46 24 1065 334 25 30 35 42 29 37 44 77 26 22 28 381
leaf_count=22 83 40 22 31 74 158 37 45 56 169 50 28 24 37 46 24 1065 334 25 30 35 42 29 37 44 77 26 22 28 381
internal_value=0 0.00113191 0.0019877 0.00170254 0.00153804 0.000944936 0.00204476 0.000811156 0.00148313 0.00195817 0.00195314 0.00114144 0.00140071 0.00153423 0.00211518 0.000696342 0.00209994 0.00200301 0.00198425 0.00177312 0.00167949 0.00114177 0.00180475 0.00125783 0.00137846 0.00188128 0.00176299 0.00205051 0.00075695 0.0020035
internal_weight=0 590 2531 422 186 404 2109 283 225 946 197 73 194 128 1163 210 1117 777 740 52 91 66 112 121 81 175 103 72 186 715
internal_count=3121 590 2531 422 186 404 2109 283 225 946 197 73 194 128 1163 210 1117 777 740 52 91 66 112 121 81 175 103 72 186 715
is_linear=0
shrinkage=0.00154607


Tree=2402
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 16 1 0 4 1 1 40 4 16 1 3 13 49 1 1 50 133 2 52
split_gain=142.748 23.5039 12.7723 10.6206 8.24617 7.28128 6.57668 5.5463 4.85923 4.40038 4.33589 2.57284 2.49659 2.95467 1.83201 1.78398 1.71401 1.39784 1.29511 1.49828 1.34417 1.38431 1.26654 1.23183 1.21995 1.15844 1.02957 0.973498 0.949344 1.20565
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.076975000000000002 0.10613000000000002 0.13501500000000002 0.09253500000000002 -0.52595999999999987 0.089625000000000024 -0.10836499999999999 -0.062539999999999984 0.122715 0.16175000000000003 -0.077474999999999988 -0.013125 -0.45661999999999997 0.075045000000000014 -0.097174999999999984 0.049530000000000012 -0.009244999999999998 0.13265500000000002 0.13075500000000004 0.041865000000000006 -1.0000000180025095e-35 0.088850000000000012 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 17 12 -8 11 -4 -7 28 -14 -10 -2 26 -3 20 -20 21 -13 -15 -21 -16 27 -6 -5 29 -1
right_child=1 4 10 25 16 9 8 -9 14 -11 -12 18 13 22 24 -17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016154314584769769 0.0014332569168770859 0.00043211713994131904 0.0013865649003372046 0.00049265580039817151 8.0165043495035701e-05 0.00086539480666366123 0.0011427310378286091 0.002013127816529528 0.0010317175681111301 0.00090913595661345386 0.0006877806715091233 0.0011394873306710383 0.00093422350865899381 0.0015127918753128791 0.00060239501272930538 0.00099557785742773719 -0.00031557050762958538 5.1450623110600285e-05 0.0016542345759681517 0.00092043495843816589 0.001651430300808162 0.0014851471148677701 0.0012033666127917379 0.0013322030330707743 0.00021030585307234897 0.00034671120440583518 0.00045674004481515313 0.00090949450981810153 0.0015165407557699133 0.0012419282987891729
leaf_weight=932 115 47 34 22 65 21 54 67 22 48 63 35 28 245 139 29 21 49 33 20 96 163 38 187 23 24 25 38 416 22
leaf_count=932 115 47 34 22 65 21 54 67 22 48 63 35 28 245 139 29 21 49 33 20 96 163 38 187 23 24 25 38 416 22
internal_value=0 0.000673439 0.0014935 0.00108516 0.00046249 0.00151664 0.000586245 0.00156818 0.000726787 0.00136721 0.000932715 0.00140683 0.00155045 0.00142289 0.000604716 0.00134511 9.01103e-05 0.000237819 0.00142813 0.00134217 0.00149829 0.00142405 0.00147124 0.00129242 0.000546728 0.000639527 0.000184769 0.000756654 0.00157941 0.00160682
internal_weight=0 673 2448 228 445 2351 334 1748 238 603 97 555 1681 311 184 144 111 96 534 240 294 198 283 207 162 84 90 60 1370 954
internal_count=3121 673 2448 228 445 2351 334 1748 238 603 97 555 1681 311 184 144 111 96 534 240 294 198 283 207 162 84 90 60 1370 954
is_linear=0
shrinkage=0.00157699


Tree=2403
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 14 0 1 0 12 0 4 15 1 13 50 15 4 0 3 11 2 1 1
split_gain=221.719 25.9373 23.6754 14.1741 13.9446 10.6799 8.23278 7.03562 6.58519 5.76507 5.33826 4.21875 4.11061 3.71025 2.72363 2.53533 2.46666 2.37322 3.84932 2.34184 2.28304 2.25925 2.01878 1.94503 1.88815 1.84524 1.83131 1.82498 1.78348 1.77497
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.090455000000000021 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.076175000000000007 -0.23194499999999998 0.10124500000000002 -0.071339999999999987 0.13597000000000004 -0.11173999999999999 -0.059649999999999988 -0.03241999999999999 0.122715 -0.068269999999999983 0.041865000000000006 -0.095244999999999982 -0.033174999999999989 -0.23001499999999997 -0.13309499999999996 0.080455000000000013 0.099185000000000009 0.12000500000000001 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 19 8 11 -5 28 -10 15 16 -1 14 20 26 22 27 -19 -2 -9 -7 -4 -11 -22 -12 -8 -14 -3 -6
right_child=1 5 6 7 29 21 10 13 9 23 25 -13 17 -15 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0076529673217661329 0.006852477382222652 0.0056964298523194132 0.0071517185178712299 0.0070626577539252191 0.0058977490594471858 0.0048947240060753794 0.0069740157342850191 0.0060196351284394108 0.0064449505188977057 0.006184265049235819 0.0061268177575784285 0.0076695710898715529 0.0072554380973476554 0.0058733876036070583 0.0057761891386547311 0.0064663897468979692 0.0071392232154563274 0.0068653087155562814 0.0060736687590689448 0.0062662329051566797 0.0063502085318525824 0.0054929650754072731 0.0064434409842104847 0.0056264354003716559 0.0069520806805797664 0.00670131822882538 0.0072817312818811153 0.0066258356041402448 0.0051310944847969041 0.0053101919029090493
leaf_weight=22 83 24 22 31 50 85 681 23 42 23 20 46 53 85 20 29 1065 76 26 29 31 26 30 138 35 149 67 20 66 24
leaf_count=22 83 24 22 31 50 85 681 23 42 23 20 46 53 85 20 29 1065 76 26 29 31 26 30 138 35 149 67 20 66 24
internal_value=0 0.00575664 0.00696558 0.0065816 0.00630542 0.00550398 0.00704241 0.00627704 0.00568171 0.00585899 0.00691939 0.00714249 0.00692944 0.00615151 0.00636839 0.0069816 0.00712078 0.00683848 0.00666352 0.00670068 0.00650147 0.00503485 0.0067431 0.00570613 0.00666938 0.00663333 0.00700158 0.00708294 0.00528185 0.00570719
internal_weight=0 590 2531 422 186 404 2109 225 293 203 946 1163 197 194 109 777 1117 175 102 112 89 111 52 161 66 169 748 73 90 74
internal_count=3121 590 2531 422 186 404 2109 225 293 203 946 1163 197 194 109 777 1117 175 102 112 89 111 52 161 66 169 748 73 90 74
is_linear=0
shrinkage=0.00177594


Tree=2404
num_leaves=31
num_cat=0
split_feature=1 3 1 0 4 4 12 0 2 3 2 14 2 1446 3 0 0 1 12 0 12 124 16 50 15 151 4 1 1 1
split_gain=5.10753 1.27566 0.639516 0.638541 0.595682 0.532663 0.53161 0.517948 0.483208 0.511675 0.470871 0.493591 0.463837 0.441256 0.482341 0.403638 0.386457 0.540349 0.5326 0.383472 0.411314 0.365665 0.361384 0.357022 0.42294 0.367429 0.428091 0.35185 0.329168 0.39934
threshold=0.10293500000000001 -0.053259999999999995 0.14262000000000002 1.0000000180025095e-35 -0.37944499999999992 -0.036839999999999991 -0.12529499999999996 0.22582000000000002 0.10276500000000001 -0.13927999999999999 0.10188000000000001 0.062655000000000016 -0.090999999999999984 0.11581000000000001 -0.15327499999999997 -0.065229999999999996 -0.036484999999999997 0.089175000000000018 0.10673000000000001 -0.04917499999999999 0.11734000000000001 -1.0000000180025095e-35 -0.43320999999999993 0.12045500000000002 -0.0079099999999999986 1.0000000180025095e-35 0.0012600000000000003 0.15022500000000003 0.11690500000000002 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 22 -3 -2 -6 10 15 -10 11 12 -1 14 -14 -7 19 18 -18 20 21 -12 -4 25 -25 -16 -27 -24 29 -8
right_child=1 2 3 -5 6 8 28 -9 9 -11 16 -13 13 -15 23 -17 17 -19 -20 -21 -22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.0013645097206362339 0.0028786767541535453 0.002892666355041448 0.00019432488700714805 -0.00068714575782580277 0.0027028126227632053 0.0028893537773159372 0.0013262851570148093 0.0010942830448854835 0.001849134418071165 0.00010059575849382789 0.0014869574554117835 0.0033992739011227224 0.0014531061957469905 0.0040573417339500872 0.0027242346408765431 0.0017153722490182459 -0.00010879284177897389 0.0026734154978654908 0.0019987254883159955 0.0036615975349393219 0.0014138539847186212 0.0026421183857330598 0.00066092365617868398 0.0026365404053098574 0.00093934332267604206 0.0024675799992685474 0.00087424439193341285 0.002352184169605199 0.0010011281243540967 0.0023616801070707586
leaf_weight=26 80 29 25 24 29 59 120 21 54 22 29 85 31 21 1678 51 21 31 24 23 37 218 20 32 24 63 21 27 147 49
leaf_count=26 80 29 25 24 29 59 120 21 54 22 29 85 31 21 1678 51 21 31 24 23 37 218 20 32 24 63 21 27 147 49
internal_value=0 0.0016844 0.00138171 0.000678063 0.00156233 0.00221923 0.0014505 0.00260538 0.0019356 0.00134298 0.00261881 0.00267878 0.00264648 0.0026643 0.00264848 0.00234505 0.0023086 0.00169159 0.00101522 0.00246135 0.00236414 0.00250649 0.00113313 0.00266886 0.00190917 0.00269301 0.00206925 0.0016325 0.00133558 0.00162649
internal_weight=0 736 470 96 374 266 345 2385 186 76 2364 1981 1896 1870 1849 110 383 76 45 307 284 247 72 1818 56 1762 84 47 316 169
internal_count=3121 736 470 96 374 266 345 2385 186 76 2364 1981 1896 1870 1849 110 383 76 45 307 284 247 72 1818 56 1762 84 47 316 169
is_linear=0
shrinkage=0.00966451


Tree=2405
num_leaves=31
num_cat=0
split_feature=1 3 0 9 3 3 150 4 1 2 15 2 4 16 1451 50 15 3 3 40 13 11 472 16 16 0 12 159 1 43
split_gain=4.1371 1.03328 0.621482 0.506064 0.473601 0.644612 0.480642 0.443986 0.499657 0.72744 0.591765 0.439561 0.431457 0.422564 0.410478 0.40805 0.39794 0.386595 0.528185 0.449233 0.365855 0.546678 0.522326 0.522314 0.50812 0.622331 0.570347 0.792803 0.55094 0.482268
threshold=0.10293500000000001 -0.053259999999999995 0.089620000000000019 0.099965000000000012 0.076840000000000006 0.11658 0.11857000000000002 0.042705000000000007 0.083345000000000016 0.087955000000000019 -0.045854999999999993 0.13913500000000004 -0.036839999999999991 -0.45661999999999997 0.089825000000000002 -0.23452499999999996 -0.011389999999999999 0.10299500000000002 0.12745000000000004 -0.083394999999999983 0.0049450000000000006 0.077695000000000014 -0.0062899999999999996 0.23311500000000004 0.0057500000000000008 -0.11437499999999999 0.083715000000000026 0.050895000000000003 0.085605000000000014 -0.34140499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 12 3 4 -3 -6 -7 11 9 -9 -10 14 -2 -11 15 -1 -14 19 -19 -17 21 24 -22 29 25 28 -26 -28 -21 -24
right_child=1 2 -4 -5 5 6 -8 8 10 13 -12 -13 16 -15 -16 17 -18 18 -20 20 22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0038459502441499523 0.0026426252539796498 0.0010677021262602952 -0.00034919393424097676 -0.00018482734609419449 0.0027975886025205909 0.0016732736977580439 0.00022752985011800133 0.0040664657573237003 0.0018824403954555554 0.002754282829200354 -0.00010760510882015076 0.00099164294501171845 0.0019351518931061554 0.0018442476810631584 0.0037417962091304698 0.0012545492605374794 0.00046325940524962253 0.00043702886865504021 0.0025971430731825573 0.0026604539120930358 0.0034386811868299789 0.0036259432964170801 0.0028301313677278933 0.00082011033424154425 0.0029643318848810644 0.002638144988845942 0.0021042068558783916 0.00029777709514659686 0.0010523215596662929 0.0018837691689489681
leaf_weight=20 80 199 22 20 44 159 26 20 53 70 20 20 166 170 24 30 20 22 22 37 28 43 76 31 60 1209 188 27 47 168
leaf_count=20 80 199 22 20 44 159 26 20 53 70 20 20 166 170 24 30 20 22 22 37 28 43 76 31 60 1209 188 27 47 168
internal_value=0 0.00154628 0.00126841 0.00134785 0.00141947 0.00172515 0.00147009 0.00239174 0.00205786 0.0022602 0.00133722 0.00244592 0.00203726 0.00210967 0.00246024 0.00244492 0.00177688 0.00243082 0.00151709 0.00245151 0.00247027 0.00252937 0.00215601 0.00202541 0.0024993 0.00258114 0.00211451 0.00187735 0.00176067 0.00217854
internal_weight=0 736 470 448 428 229 185 2385 333 260 73 2052 266 240 2032 2008 186 1988 44 1944 1914 1611 303 275 1568 1293 275 215 84 244
internal_count=3121 736 470 448 428 229 185 2385 333 260 73 2052 266 240 2032 2008 186 1988 44 1944 1914 1611 303 275 1568 1293 275 215 84 244
is_linear=0
shrinkage=0.0098578


Tree=2406
num_leaves=31
num_cat=0
split_feature=1 2 3 12 4 106 149 48 15 1429 0 43 12 4 12 16 4 157 51 52 52 16 49 15 3 51 1 16 10 43
split_gain=3.35846 0.825903 0.652281 0.627197 0.592809 0.559139 0.531438 0.44582 0.439556 0.494811 0.556247 1.04304 0.686348 0.618199 0.521556 0.399382 0.392901 0.411613 0.391537 0.619546 0.498911 0.719896 0.460291 0.391838 0.388121 0.470546 0.413781 0.358849 0.346456 0.359699
threshold=0.11690500000000002 0.10252500000000002 0.30112000000000005 -0.42850999999999995 -0.50427999999999995 0.086340000000000014 0.07770500000000001 0.12933000000000003 -0.14809499999999998 -0.087914999999999979 -0.068604999999999985 -0.080419999999999978 0.091625000000000012 -0.15289999999999995 -0.07415999999999999 0.18438500000000005 0.042705000000000007 -0.23976499999999998 -0.41109999999999997 0.039215000000000007 -0.51296999999999993 0.061255000000000011 0.10969000000000002 -0.083359999999999976 0.12745000000000004 -0.40274499999999996 0.13075500000000004 0.054560000000000004 -0.0026549999999999994 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 24 -4 -3 6 8 18 -1 -10 16 12 14 15 -12 -13 17 -11 22 20 -20 23 -6 -22 25 -2 27 -27 -19 -30
right_child=2 4 3 -5 7 -7 -8 -9 9 10 11 13 -14 -15 -16 -17 -18 28 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0025873809765273228 0.0022128780273075873 0.0028051551244379865 0.0013812300950441874 -0.0001076674160402623 0.003361656713274019 0.00065202673508453642 0.0031024169397000151 0.00026051156899534417 0.0030016764065450932 0.00078447746430981152 0.00010209418021891957 0.0034198249756586621 -0.00082784506615386192 0.0012790108837469304 0.002054342824166239 0.0020006908575457604 0.0015922325552880051 0.0032104545214752607 0.0018487683873549289 0.0019650560158299695 0.00090071444075070042 -0.00016203597387914548 0.0017391987482560563 0.0016903336875115705 0.0020681526939236158 0.0010420667452764975 0.00057854337390115759 0.0021833053022123046 0.0021111600544214543 0.0018038946845631678
leaf_weight=90 27 31 34 67 20 25 34 21 35 21 20 25 20 60 24 43 186 20 88 153 110 33 46 92 38 82 111 30 1118 417
leaf_count=90 27 31 34 67 20 25 34 21 35 21 20 25 20 60 24 43 186 20 88 153 110 33 46 92 38 82 111 30 1118 417
internal_value=0 0.00189764 0.00101093 0.000393546 0.00160312 0.00197947 0.00199517 0.00153693 0.00197706 0.00194945 0.0019306 0.00147425 0.000543581 0.00193958 0.00116696 0.00252243 0.00198033 0.00202613 0.00158639 0.00149703 0.00127534 0.0010606 0.00223085 0.00126034 0.00122745 0.00109966 0.000964874 0.00134776 0.0020429 0.00202769
internal_weight=0 2732 389 101 594 2138 2113 563 2079 1989 1954 192 64 128 44 68 1762 1576 542 476 323 235 66 202 288 250 223 112 1555 1535
internal_count=3121 2732 389 101 594 2138 2113 563 2079 1989 1954 192 64 128 44 68 1762 1576 542 476 323 235 66 202 288 250 223 112 1555 1535
is_linear=0
shrinkage=0.00892851


Tree=2407
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 4 2 49 132 1 52 1 1 51 40 1 2 43 150 14 1 156 16 2
split_gain=89.6102 15.2244 8.15594 6.41173 5.88721 5.34668 3.76123 3.81476 3.4291 3.10886 2.94512 2.88609 2.5477 1.43363 1.43161 1.99924 1.41637 1.41543 1.14118 1.11888 1.09512 1.0252 2.00004 1.01716 0.993411 1.09525 1.16271 0.922135 1.43238 0.927864
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.062655000000000016 0.077845000000000011 -0.062539999999999984 0.089885000000000007 -0.054984999999999992 0.088890000000000011 0.15799000000000005 -0.56176499999999996 0.13436000000000001 0.090540000000000023 0.11144500000000002 -0.077474999999999988 0.089770000000000016 0.09678500000000001 -0.080324999999999994 0.082565000000000013 -0.41076499999999994 0.12165500000000001 0.087205000000000019 -0.010264999999999998 0.085105000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 20 -8 9 12 -4 -9 18 -2 15 -6 -14 -13 19 27 -3 -18 -23 -12 25 -5 -27 -1 -29 -30
right_child=1 4 10 24 14 -7 7 11 -10 -11 23 17 16 -15 -16 -17 21 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0017834196056113658 0.0011565099813907506 0.00079901390495048597 0.0016378679404717427 0.0011502037502759651 0.00049027224753685054 0.0010832810265093049 0.0015667821873190152 0.0014072623764168246 0.0010500601913821551 0.0020154458517721921 0.0011260901746999979 0.00091776831006601845 0.0019119900646740362 0.0016025022851807523 0.00080277209532634696 -0.00012759530058780824 0.001617434813525741 0.00052331574754923605 0.0016288591800085672 0.001431770328047663 0.00044336145179020234 0.00095793404646477389 0.0016009244354955909 0.00067548434882679824 0.0012831605176821107 0.00096137951036574668 0.00040385794519548685 0.0018795367381333041 0.0011926957773489872 0.0016034459797810031
leaf_weight=932 24 48 28 23 55 41 30 31 23 84 47 169 43 127 23 20 749 30 241 29 49 20 42 20 20 22 20 44 20 67
leaf_count=932 24 48 28 23 55 41 30 31 23 84 47 169 43 127 23 20 749 30 241 29 49 20 42 20 20 22 20 44 20 67
internal_value=0 0.000979746 0.00166273 0.00132466 0.000800846 0.00168229 0.000900583 0.0010055 0.00169299 0.00169951 0.00118207 0.000932293 0.00168737 0.00153162 0.000437519 0.000325508 0.00161601 0.000858303 0.00173309 0.00175609 0.000619354 0.00160032 0.00139351 0.000991581 0.000957005 0.000856649 0.000695893 0.00176494 0.00163347 0.00150902
internal_weight=0 691 2430 236 455 2335 357 260 2294 2271 95 230 2187 151 98 75 854 199 1333 1092 97 811 62 67 85 65 42 1063 131 87
internal_count=3121 691 2430 236 455 2335 357 260 2294 2271 95 230 2187 151 98 75 854 199 1333 1092 97 811 62 67 85 65 42 1063 131 87
is_linear=0
shrinkage=0.00167351


Tree=2408
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 4 2 4 0 0 15 1 4 16 1 16 49 40 1 4 3 160 50 43 43 1
split_gain=125.368 20.0751 11.5851 8.9453 7.5671 5.86026 5.55554 5.03177 3.84203 3.77218 4.63538 3.75622 3.68506 3.071 3.03016 2.03315 1.65958 1.65952 1.64761 1.60962 1.4433 1.4284 1.40429 1.38763 1.79582 1.83687 1.3558 1.35499 1.09282 1.07532
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.077845000000000011 -0.17966999999999997 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 0.083345000000000016 0.24564500000000003 -0.12029499999999999 0.16175000000000003 -0.039889999999999988 -0.054984999999999992 -0.077474999999999988 0.13436000000000001 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 0.083640000000000006 -0.080324999999999994 -0.018859999999999998 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 20 5 21 7 11 -4 -7 -11 12 14 -14 -1 17 -17 -13 -6 -16 -2 -3 -12 26 25 -25 28 -10 -15 -5
right_child=1 4 8 29 18 9 -8 -9 27 10 22 15 13 23 19 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024579890991435929 0.00155742472839554 0.0010160329455805243 0.0020999988939005335 0.0013539725137017955 0.00072823420906444102 0.002055678024922322 0.0026499913193165992 0.001574213810326672 0.0014564092641493134 0.001930194175382543 0.001205946451703701 0.0022194876984703085 0.0022814921946977197 0.0018243362775923764 0.0013994411603107915 0.0019109709597771021 0.0012985134369743153 0.0019003143396481347 0.00015347332012449356 0.0020000328761647767 0.002051495315074463 0.00056757565288350189 0.00071033626953607174 0.0013277924720844286 0.0021221608142952802 0.0020007744007155466 0.0027271073890473749 0.000882199467013889 0.0023066247869698211 0.0008922977658320137
leaf_weight=20 24 48 28 61 90 22 84 48 47 30 173 117 1190 20 39 44 23 106 21 25 127 49 22 20 452 45 21 20 81 24
leaf_count=20 24 48 28 61 90 22 84 48 47 30 173 117 1190 20 39 44 23 106 21 25 127 49 22 20 452 45 21 20 81 24
internal_value=0 0.00126578 0.00215771 0.00170307 0.00103897 0.00117432 0.00218344 0.00216603 0.00152521 0.00132545 0.00125405 0.00217893 0.00220863 0.00222601 0.00183022 0.00198297 0.00170072 0.00206777 0.000619496 0.00163405 0.00197297 0.000789493 0.00115003 0.00212269 0.00208087 0.0017937 0.00229994 0.001285 0.00221112 0.00122362
internal_weight=0 691 2430 236 455 344 2335 2251 95 247 225 2203 1913 1829 84 290 67 223 111 64 151 97 195 639 517 65 122 67 101 85
internal_count=3121 691 2430 236 455 344 2335 2251 95 247 225 2203 1913 1829 84 290 67 223 111 64 151 97 195 639 517 65 122 67 101 85
is_linear=0
shrinkage=0.00184769


Tree=2409
num_leaves=31
num_cat=0
split_feature=1 4 457 1 3 13 2 42 123 1 483 13 3 3 133 133 1208 42 52 42 52 14 16 149 14 132 160 12 52 484
split_gain=3.7536 0.991826 0.601275 0.552158 0.54256 0.409097 0.579921 0.505122 0.62543 0.507742 0.399648 0.443002 0.390794 1.21461 0.397249 0.696621 0.479475 0.422701 0.378121 0.58896 0.417691 0.366494 0.504188 0.542847 0.400318 0.358377 0.433549 0.531785 0.474753 0.421243
threshold=0.10293500000000001 0.27287000000000006 0.079590000000000008 0.15471500000000002 -0.07793499999999999 0.038215000000000006 0.12043500000000001 -0.085499999999999979 0.082585000000000006 0.08864000000000001 0.085330000000000017 0.14871000000000004 -0.14477499999999996 -0.10831999999999999 0.11524500000000001 0.12330000000000001 1.0000000180025095e-35 -0.065479999999999997 0.10347000000000002 -0.081159999999999996 0.024145000000000003 -0.47071999999999997 -0.42170999999999997 0.07770500000000001 -1.0000000180025095e-35 0.087210000000000024 -0.089974999999999986 0.095175000000000023 0.51307000000000014 -0.074759999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 21 -2 7 10 9 12 -1 11 18 -9 -14 16 -16 17 -15 19 -7 -21 -3 23 -23 -24 26 27 29 -28 -19
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 25 -20 20 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0024934607945121569 0.0023894173831943166 0.0021276146384027494 0.00077848459386727715 -0.00015078726402365401 0.0015934621032011697 0.00099384167948160041 0.0004837497091807044 0.0029746591182976917 0.001185994037464274 0.0039138794738857539 0.0033087852180673158 0.0023519423074500703 0.0001911419008542657 0.0013800616138861562 0.00033201761873379721 0.0020352853889945479 0.0037688647800199608 0.0036688437780842075 0.00058155195183254749 0.0017873528458313113 0.0033016382644329651 0.0011148235888401013 0.0010042542389343595 0.0028105422227009355 -0.00035275343903746841 0.0015763080237125226 0.0022680156228600816 0.0041938652146220022 0.00076417114619152418 0.0024082706427327096
leaf_weight=245 119 31 56 35 244 51 26 61 57 26 20 113 28 49 25 218 20 28 30 46 27 149 45 20 37 62 999 20 20 214
leaf_count=245 119 31 56 35 244 51 26 61 57 26 20 113 28 49 25 218 20 28 30 46 27 149 45 20 37 62 999 20 20 214
internal_value=0 0.00140201 0.0017106 0.000994125 0.0018544 0.00219154 0.00186587 0.00224073 0.0021822 0.00262974 0.00199108 0.00189238 0.00221476 0.00218721 0.00222098 0.00186005 0.0022831 0.00226175 0.00155516 0.00179071 0.00234743 0.00113622 0.00101378 0.0013155 0.000391946 0.00229392 0.00232865 0.00267929 0.0022385 0.00255412
internal_weight=0 736 419 317 363 2385 313 2072 1801 271 287 267 1744 1683 1655 243 1412 1392 154 124 73 282 251 169 82 1343 1281 262 1019 242
internal_count=3121 736 419 317 363 2385 313 2072 1801 271 287 267 1744 1683 1655 243 1412 1392 154 124 73 282 251 169 82 1343 1281 262 1019 242
is_linear=0
shrinkage=0.00966451


Tree=2410
num_leaves=31
num_cat=0
split_feature=1 2 11 11 40 106 3 12 13 454 401 402 2 15 13 3 147 12 0 34 2 15 13 133 133 40 1443 4 401 3
split_gain=3.1065 0.752914 0.699346 0.763452 0.643339 0.5747 0.573419 0.54944 0.540471 0.463996 0.495317 0.567446 0.42891 0.410338 0.495825 0.428741 0.400818 0.421993 0.384006 0.378309 0.453125 0.39036 0.371384 0.401695 0.363413 0.330751 0.296033 0.415207 0.297176 0.325357
threshold=0.11690500000000002 0.10045500000000002 0.080455000000000013 0.085155000000000022 0.051255000000000002 0.086340000000000014 0.30112000000000005 -0.42850999999999995 -0.16152999999999998 -0.037229999999999992 0.080710000000000018 0.11942500000000002 -0.090999999999999984 -0.040804999999999994 -0.075974999999999987 -0.10217499999999997 0.091170000000000015 0.088725000000000012 0.13134000000000004 -0.038779999999999995 0.13622000000000004 -1.0000000180025095e-35 0.05868000000000001 0.089200000000000015 0.091250000000000012 -0.078554999999999986 0.090755000000000016 -0.52556499999999995 0.080710000000000018 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 12 19 -8 -3 -10 13 -12 -1 15 -15 -11 17 -16 25 -2 21 22 23 -21 -17 -14 27 -27 29 -29
right_child=6 4 3 -5 -6 -7 7 -9 9 10 11 -13 18 14 16 24 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00089892838361993997 0.00029238633148658417 0.00067479819827491211 0.0040358811534512481 0.0020254170973056616 -6.9455601497800398e-05 0.00047202407389935715 0.0013175984486952373 -0.00013225227299480208 0.00034403675451457315 0.00045334311502239237 -0.00035280133134996756 0.0018599969859542567 0.0027583991771486511 0.00315072231654079 0.0027275311825990679 0.0019287839573324146 0.00075469694623424624 0.0017706337732910022 0.0031567560553108364 0.0019943521897928221 0.00081353497413309698 0.0027948535780459704 0.00043689528341902102 0.00062412100975491351 0.0011761531002762425 0.0032486743350354217 0.00083354655634783575 0.001245963987356518 0.002233756167530463 0.0018888773906979384
leaf_weight=35 37 48 28 39 20 24 34 67 21 26 20 20 40 34 59 185 22 122 22 80 100 21 26 24 79 20 22 71 208 1567
leaf_count=35 37 48 28 39 20 24 34 67 21 26 20 20 40 34 59 185 22 122 22 80 100 21 26 24 79 20 22 71 208 1567
internal_value=0 0.00184532 0.001932 0.00286561 0.00157099 0.00190087 0.000958066 0.000355816 0.00162257 0.00169994 0.00175016 0.000753598 0.00191814 0.0018258 0.00211253 0.00159148 0.00193865 0.00208255 0.00193644 0.00116927 0.00129853 0.00161972 0.0014299 0.00167814 0.00170356 0.00192251 0.0019048 0.00191743 0.00190301 0.00186101
internal_weight=0 2732 2076 67 656 2009 389 101 636 588 567 40 1985 527 237 290 203 181 1950 288 251 151 130 104 264 1928 1888 1866 1846 1638
internal_count=3121 2732 2076 67 656 2009 389 101 636 588 567 40 1985 527 237 290 203 181 1950 288 251 151 130 104 264 1928 1888 1866 1846 1638
is_linear=0
shrinkage=0.00928922


Tree=2411
num_leaves=31
num_cat=0
split_feature=1 44 12 132 1456 3 15 15 47 1 4 2 150 40 149 16 1446 148 16 133 15 0 12 42 128 43 131 13 3 1
split_gain=2.51626 0.711559 0.829431 0.687052 0.561578 0.492098 0.87136 0.747915 0.543088 0.473927 0.446603 0.365729 0.467634 0.382665 0.357974 0.369886 0.421982 0.329271 0.342632 0.346873 0.324548 0.323151 0.464831 0.29874 0.447416 0.289779 0.301563 0.303062 0.322066 0.285165
threshold=0.11690500000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.10893000000000001 -0.018314999999999994 -0.24436499999999997 0.096770000000000009 0.16773500000000005 0.053180000000000012 -0.0091949999999999983 0.10980500000000001 0.0046150000000000002 0.079625000000000015 -0.096824999999999981 0.11483500000000001 -0.066239999999999979 0.058835000000000005 -0.23133499999999999 0.050935000000000008 -0.089019999999999974 0.091085000000000013 -0.12099999999999998 0.11170500000000001 0.0061450000000000003 0.091295000000000015 -0.28558999999999996 0.12745000000000004 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 11 17 14 -9 13 20 15 21 23 -2 19 -19 -13 22 -4 -17 -25 26 27 -21 29 -29
right_child=9 -3 10 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 25 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0028298484206258846 -6.5295261308384413e-05 0.0031213368504139686 0.0021499485251402022 -0.00025913591438609084 -6.4502292940129009e-05 0.0014916611340011772 -0.00040312763456138741 0.0008554478710884677 0.003077859896966162 -0.00043977679584017871 0.001398621779343779 0.0017655703271480788 0.00038703871267162503 0.00054218840608442128 0.0029860139758407017 0.0023364282917717558 0.00048281810243059405 0.0020401207288115448 0.0015788493106832079 0.00035259185031469726 0.0029728123929259223 0.0014679081324075938 0.0035575439622916971 0.0017676695700691719 0.00055948009198070225 -0.00032174295593601727 -0.00023888072296933708 0.0016894217100268895 0.0021145752729677908 0.00067967900481345875
leaf_weight=24 26 31 85 23 26 53 37 63 21 23 269 219 24 21 23 81 23 21 81 51 22 36 28 1595 28 20 20 36 28 83
leaf_count=24 26 31 85 23 26 53 37 63 21 23 269 219 24 21 23 81 23 21 81 51 22 36 28 1595 28 20 20 36 28 83
internal_value=0 0.001694 0.00167762 0.00134275 0.00141499 0.00134512 0.000712692 0.00148886 0.00159801 0.000879504 0.00175995 0.00150897 0.00165293 0.00176888 0.00181113 0.00179672 0.00175765 0.00096241 0.001041 0.000872791 0.00187577 0.00224967 0.00249873 0.00177485 0.00174683 0.000769791 0.000869932 0.000981933 0.00120028 0.000985147
internal_weight=0 2732 2701 533 510 486 90 396 370 389 2168 349 286 262 1899 1876 1727 366 340 259 241 149 113 1704 1623 238 218 198 147 119
internal_count=3121 2732 2701 533 510 486 90 396 370 389 2168 349 286 262 1899 1876 1727 366 340 259 241 149 113 1704 1623 238 218 198 147 119
is_linear=0
shrinkage=0.00947501


Tree=2412
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 2 14 2 4 2 0 52 1 151 4 1 16 1 0 4 16 0 1 160 3 52
split_gain=199.74 33.0562 19.8997 16.928 12.1147 9.43835 6.56147 5.93823 5.45051 5.38929 5.08696 3.91708 3.08634 2.7722 2.45117 2.17355 1.78317 1.47299 1.56191 1.37457 2.11872 1.40343 1.46365 1.43109 1.60314 1.45683 1.31308 1.28886 1.47706 1.19314
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089775000000000008 0.14285500000000004 0.13082500000000002 0.09253500000000002 0.10672500000000001 0.062655000000000016 0.14838000000000004 0.27834500000000006 -0.090999999999999984 -0.23091999999999999 -0.56176499999999996 0.086920000000000011 -0.088784999999999989 0.033845000000000007 0.089875000000000024 -0.016164999999999995 0.085345000000000018 -0.068604999999999985 0.04735000000000001 -0.12029499999999999 -0.10224499999999999 0.11588000000000001 -0.075414999999999982 -0.011549999999999998 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 10 14 11 -5 26 13 12 -4 -1 -7 -16 29 -3 -19 21 -21 22 23 25 -25 -17 -6 -14 -29 -15
right_child=1 2 7 8 9 6 -8 -9 -10 -11 -12 -13 27 16 15 19 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0015947686053196632 0.0021293232011130583 0.0013275668890612828 0.0011023328917581145 0.0019556895470267338 0.0021219429706822797 0.0015412672753427321 0.0013504721935738498 0.0012681668877251725 0.0011358964616100429 0.0010958420047075461 0.0026933256738186947 0.00027638299248116299 0.00091626134137957112 0.0022597033107266107 0.0024121719556220488 0.0025316551147198892 0.0021176173073333485 0.00082040469211802419 0.0011167506246107122 0.0014301088363070117 0.0020675749942340818 0.0024809208904090622 0.0019225233804996251 0.0020994245388747026 0.001780005207014708 0.0021141336239922084 0.001688994422860413 0.00075949005695084772 0.00032740269422100042 0.0018962912213815345
leaf_weight=20 76 40 41 34 44 26 39 37 61 28 59 84 24 893 43 24 392 88 105 25 32 20 206 97 75 359 33 34 57 25
leaf_count=20 76 40 41 34 44 26 39 37 61 28 59 84 24 893 43 24 392 88 105 25 32 20 206 97 75 359 33 34 57 25
internal_value=0 0.00110851 0.000982361 0.0021082 0.00124954 0.00213582 0.00200943 0.00065635 0.0014293 0.00171225 0.00222191 0.000562028 0.000715837 0.002201 0.00203776 0.00205241 0.00221025 0.00104102 0.000981629 0.00203395 0.00178798 0.0020519 0.00204063 0.00208447 0.00196014 0.0021403 0.00193639 0.000578043 0.000488842 0.00224981
internal_weight=0 691 615 2430 338 2335 946 277 95 105 1389 240 156 1330 907 881 1310 233 193 838 57 781 761 555 172 383 77 115 91 918
internal_count=3121 691 615 2430 338 2335 946 277 95 105 1389 240 156 1330 907 881 1310 233 193 838 57 781 761 555 172 383 77 115 91 918
is_linear=0
shrinkage=0.0016407


Tree=2413
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 4 49 1 11 1 4 1 1 1 1 1 50 11 4 16 3 43 51
split_gain=213.274 35.1429 17.3738 17.0715 12.57 12.0877 7.73437 7.30638 6.60539 5.5241 5.21914 5.00655 3.51174 2.7523 2.62289 2.54745 2.60008 4.24838 2.45121 2.27096 2.15712 1.60016 1.57335 1.43133 1.41633 1.30377 1.29462 1.27452 1.72142 1.1752
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.089775000000000008 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 0.086920000000000011 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.16175000000000003 0.13075500000000004 0.12000500000000001 0.12958500000000003 0.12408500000000001 0.041865000000000006 0.095165000000000013 0.0067750000000000006 0.27776000000000006 -0.11171999999999999 0.016310000000000002 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 20 11 21 -4 14 -11 -2 29 16 26 -18 23 -5 -3 -9 -14 -6 -17 -16 27 28 -10 -1
right_child=1 4 10 19 18 -7 -8 9 15 12 -12 -13 22 -15 25 24 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022656912775615018 0.001352734628114188 0.00085067157209660241 0.0019194620086873972 0.0010982360762368858 0.00018153032419042034 0.0012568489553643251 0.001156398890011938 0.001752097050345053 0.0020923120033479394 0.0015415962234555918 0.0010730062430307072 0.0027215769806520082 0.00090174702127272268 0.0020097886991145013 0.0021201716159022876 0.0024520003218980683 0.0021693995060800067 0.0012594914087216613 -0.00034291309229984342 0.00046452367087912124 0.000287592459574259 0.0011314385296175634 0.00051019958770999886 0.00067175326722079592 0.0019201792691844349 0.0017961929296998937 0.0018656697594499915 0.0020852038413844776 0.0014006750458306551 0.0019034347016495512
leaf_weight=892 23 30 34 60 65 48 24 34 24 22 63 59 120 121 364 63 28 35 21 24 66 20 42 25 20 42 119 585 20 28
leaf_count=892 23 30 34 60 65 48 24 34 24 22 63 59 120 121 364 63 28 35 21 24 66 20 42 25 20 42 119 585 20 28
internal_value=0 0.000985121 0.00209182 0.00154097 0.000700329 0.00212162 0.00213964 0.000869025 0.00215 0.00103258 0.0013697 0.00222531 0.000888876 0.00190484 0.00220322 0.00203333 0.00200359 0.0016639 0.000192722 0.000917175 0.000463555 0.00152222 0.000800235 0.000317703 0.00232385 0.00208666 0.0020322 0.00206371 0.00177793 0.00225467
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 97 1385 184 144 1326 894 811 63 111 84 96 54 162 90 83 406 748 629 44 920
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 97 1385 184 144 1326 894 811 63 111 84 96 54 162 90 83 406 748 629 44 920
is_linear=0
shrinkage=0.00174112


Tree=2414
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 4 2 1 14 2 1 52 457 12 1 0 39 43 43 2 0 11 14 4 13 159 3 16
split_gain=137.115 17.0852 16.6347 9.35096 9.04187 5.96259 5.90274 4.92445 4.61216 3.91159 3.8382 3.21341 2.62539 2.18975 2.06113 2.09474 1.74883 1.47872 1.46213 1.33697 1.25576 2.7578 1.36118 1.1591 1.12625 0.995185 1.33106 1.43243 1.20486 1.16199
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.27287000000000006 0.40124500000000002 0.14285500000000004 0.077845000000000011 0.076175000000000007 0.089885000000000007 0.15471500000000002 -0.56176499999999996 0.080930000000000016 0.08815000000000002 0.090540000000000023 -0.066089999999999996 0.087690000000000004 -0.080324999999999994 -0.079914999999999986 0.11177500000000001 -0.072269999999999987 1.0000000180025095e-35 -0.45687499999999998 0.038415000000000012 -0.15416999999999995 0.082585000000000006 -0.091054999999999983 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 10 8 -5 18 -4 11 16 24 -13 25 -16 -1 -18 -3 -11 22 -22 -2 -12 -8 26 -15 -28 -29 -27
right_child=1 6 9 7 -6 -7 12 -9 -10 19 23 13 -14 14 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.0019488186263540183 0.00043536006867485566 0.001386710705582426 0.0017383552756904646 0.0017671951082830165 0.0011290500332345019 0.0012511732407958472 0.00092648389806755172 0.0009908085402689224 0.00052114268573817029 0.0011619982746484685 0.0019156606464314271 0.0021167989347071949 7.3644992699302793e-05 0.0014318214264567621 0.0011646931308961794 0.0018548977947059125 0.0018359545957753692 0.0013820092164363573 0.000909184064114809 0.00070269832358041862 0.0015292556068182415 0.00094915861705848923 0.00099173785117704543 0.0023488597789730033 0.00051410006919414908 0.0018976734122708443 0.0018157319216135508 0.0017693440351160454 0.0022715983892000078 0.0016212052082275334
leaf_weight=1093 20 45 28 91 45 41 21 29 42 59 23 53 35 22 29 20 241 21 28 24 28 104 29 60 118 56 508 20 36 152
leaf_count=1093 20 45 28 91 45 41 21 29 42 59 23 53 35 22 29 20 241 21 28 24 28 104 29 60 118 56 508 20 36 152
internal_value=0 0.000950834 0.00182914 0.00122441 0.00185763 0.00187143 0.000665899 0.00157957 0.000954323 0.00120808 0.00188233 0.00186955 0.000475273 0.00179332 0.00177298 0.00144641 0.00191996 0.00179957 0.00120355 0.00102919 0.000988946 0.00107221 0.000764645 0.00222882 0.000576403 0.00179314 0.00182774 0.00184318 0.00209222 0.00169564
internal_weight=0 590 2531 301 2420 2375 289 120 115 111 2334 2251 174 896 843 49 1355 262 73 83 181 132 49 83 139 794 586 564 56 208
internal_count=3121 590 2531 301 2420 2375 289 120 115 111 2334 2251 174 896 843 49 1355 262 73 83 181 132 49 83 139 794 586 564 56 208
is_linear=0
shrinkage=0.0016407


Tree=2415
num_leaves=31
num_cat=0
split_feature=1 3 2 0 4 402 14 0 157 16 1 15 49 13 156 51 4 43 0 42 13 1208 2 1 42 158 133 124 401 483
split_gain=4.07169 1.0145 0.587461 0.453354 0.440609 0.435585 0.413453 0.524239 1.13459 1.04569 0.64556 0.604029 0.831051 0.45379 0.570771 0.583256 0.600878 0.805733 0.634146 0.462041 0.431631 0.805405 0.896221 0.398117 0.393542 0.391378 0.383303 0.381017 0.35553 0.464666
threshold=0.10337500000000001 -0.053259999999999995 0.31358000000000003 0.22582000000000002 -0.17966999999999997 0.086055000000000006 0.062655000000000016 -0.098289999999999975 -0.067349999999999979 -0.018494999999999998 0.085605000000000014 -0.095869999999999983 -0.067649999999999988 0.0049450000000000006 -0.031569999999999994 0.11144500000000002 -0.42529999999999996 -0.092909999999999979 -0.047369999999999995 0.084835000000000008 -0.059629999999999996 0.099975000000000008 0.088475000000000012 0.13075500000000004 0.11934000000000002 0.086290000000000019 -1.0000000180025095e-35 -0.072314999999999977 0.085900000000000018 0.086010000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 -3 23 7 8 -1 10 25 -12 -13 19 -15 16 -16 -18 26 27 -21 22 -22 -2 -24 -10 -19 -9 29 -6
right_child=1 2 -4 -5 28 -7 -8 13 9 -11 11 12 -14 14 15 -17 17 18 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.056139106522384e-05 0.0017945161674312944 0.0017692583204626617 -0.00035176157845318251 0.00060414966857384473 0.00081060646212205737 0.00040437934111163629 0.0024084206286014531 0.0010797876437174234 0.0016460749347019313 0.003028337504709825 0.0015432818510773228 0.0013659585753109111 -0.00094661679129835568 0.0028506931434553072 0.0028494279872389463 0.00012336098492607788 0.0018787934834003882 0.0017821875688035205 -0.00034147933695876319 0.0018658088211333402 -0.00066065198940104888 0.0024429955376001787 0.0022878910573591923 0.00085394239750056513 0.00078617165548120578 0.0028820270271668878 0.00060545488212209733 0.0021159849244084261 -0.00015234940378378814 0.0016979696945112256
leaf_weight=29 197 42 26 21 322 22 89 26 133 35 53 22 22 23 24 21 135 43 23 803 21 30 21 38 30 21 36 742 23 48
leaf_count=29 197 42 26 21 322 22 89 26 133 35 53 22 22 23 24 21 135 43 23 803 21 30 21 38 30 21 36 742 23 48
internal_value=0 0.00111287 0.000876739 0.00183493 0.000950167 0.00153644 0.00184578 0.00182395 0.00150516 0.00166595 0.00147598 0.000938345 0.000209671 0.00187471 0.00157625 0.00147231 0.00158084 0.00145238 0.000888004 0.00192913 0.00180032 0.00128477 0.000802183 0.00164242 0.00140453 0.00181461 0.00124595 0.00208091 0.000862631 0.000925724
internal_weight=0 718 461 2403 435 257 2382 2293 315 286 251 97 44 1978 305 282 261 237 102 1673 905 102 72 235 51 154 79 768 393 370
internal_count=3121 718 461 2403 435 257 2382 2293 315 286 251 97 44 1978 305 282 261 237 102 1673 905 102 72 235 51 154 79 768 393 370
is_linear=0
shrinkage=0.00841354


Tree=2416
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 0 4 14 2 0 0 12 0 15 457 2 52 4 15 13 3 2 1 40 1
split_gain=142.995 17.3703 16.5804 9.46001 8.22782 7.79383 5.93118 4.93028 4.69714 4.60768 3.44814 3.42521 2.63438 2.60008 3.00732 2.18136 3.05793 2.11814 2.18908 2.04688 1.74665 1.71456 1.69569 3.19206 1.65651 1.71855 1.6532 1.62135 1.49524 1.37295
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.23194499999999998 0.033845000000000007 0.076175000000000007 0.10444500000000002 -0.078904999999999989 -0.097024999999999986 0.13597000000000004 -0.11242999999999999 -0.095244999999999982 0.045365000000000009 0.11411 -1.0000000180025095e-35 -0.059649999999999988 -0.03241999999999999 -1.0000000180025095e-35 0.12745000000000004 0.099185000000000009 0.16175000000000003 -0.063404999999999989 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 20 8 12 -5 -3 29 -1 15 17 14 19 -8 -17 18 -4 -9 -2 -15 26 -24 28 -26 -12 -7 -11 -10
right_child=1 5 6 7 -6 27 11 13 9 24 22 -13 -14 21 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024454030723961425 0.0018009635740808523 0.00070043760254714493 0.0020468545022118479 0.0019770462470005703 0.0010465854332542437 0.00060005982754211091 0.00227700730442846 0.0017759864891855445 0.0018469677590347911 0.0011580497207830012 0.0021188071320536279 0.0016692809715415536 0.0023948162712058314 0.00073413004767559009 0.0010699150311965224 0.0019106679491920622 0.0013608303670019336 0.0020307166513327739 0.0013401184131111835 0.0012993729577089348 0.001296846856126874 0.0012521490191273745 0.0018272102200134841 0.0011996287786571261 0.00099596981370477845 0.0014904554751394977 0.0015971326275120673 0.00011541412076411526 0.00075974605404323891 0.0012872703029395212
leaf_weight=22 92 90 20 31 74 77 37 56 22 33 53 171 46 24 37 735 25 1053 22 35 20 42 76 26 42 28 20 21 71 20
leaf_count=22 92 90 20 31 74 77 37 56 22 33 53 171 46 24 37 735 25 1053 22 35 20 42 76 26 42 28 20 21 71 20
internal_value=0 0.00105566 0.00190087 0.00162112 0.00144663 0.000875662 0.00195684 0.00140452 0.000997187 0.00112083 0.00186851 0.00186783 0.00203236 0.00131304 0.00144156 0.00191043 0.00189258 0.00201714 0.00167666 0.00159267 0.00171094 0.00106378 0.00179599 0.00166724 0.00100989 0.00119376 0.00197588 0.000496207 0.000886131 0.00158045
internal_weight=0 590 2531 422 186 404 2109 225 306 216 197 968 1141 194 128 797 760 1095 42 91 112 66 175 102 174 70 73 98 104 42
internal_count=3121 590 2531 422 186 404 2109 225 306 216 197 968 1141 194 128 797 760 1095 42 91 112 66 175 102 174 70 73 98 104 42
is_linear=0
shrinkage=0.00154607


Tree=2417
num_leaves=31
num_cat=0
split_feature=1 12 3 483 44 1 12 4 51 3 3 3 43 0 16 52 52 4 51 39 2 156 1 4 15 49 1211 51 475 39
split_gain=4.0289 0.938829 0.604179 0.588262 0.548603 0.574492 0.511641 0.462154 0.413835 0.410649 0.406756 0.361193 0.440568 0.400772 0.447845 0.450133 0.396005 0.330968 0.517552 0.327925 0.364396 0.326629 0.373499 0.326304 1.03286 0.355934 0.30418 0.291689 0.368174 0.493561
threshold=0.11690500000000002 0.051320000000000005 0.30112000000000005 -0.070084999999999981 1.0000000180025095e-35 0.08864000000000001 -0.42850999999999995 0.40124500000000002 -0.40274499999999996 0.12745000000000004 -0.049509999999999992 -0.14186499999999996 0.035560000000000008 -0.13843999999999998 0.0073350000000000004 -0.53964499999999982 0.088785000000000017 -0.17966999999999997 -0.09193999999999998 0.11402500000000002 0.14019000000000004 0.14949500000000002 0.07635500000000002 0.50996500000000011 -0.18895499999999996 0.0093850000000000027 -0.43000499999999992 0.082455000000000014 -0.060699999999999997 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 27 -4 11 -2 10 -10 12 16 -13 26 -16 21 -7 -19 20 -12 22 -3 24 -20 -26 -15 28 -5 -30
right_child=2 7 6 4 -6 17 -8 -9 9 -11 19 13 -14 14 15 -17 -18 18 23 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0030475054355289964 0.0022374624425943648 0.0015641119682746466 0.0012357838798313569 0.00091676547873212983 0.0029019237326228637 0.0020268370857758435 -0.0001633075000370912 0.0009639124258509329 0.0013551198555954891 0.0019220024371527896 0.0010374002966161047 0.00085822915729177993 0.0036411747768994736 0.0010728793007943453 0.0023812526650905568 0.0015792634843049963 0.0011665442274093306 -0.00031640001664596677 -0.00088556352027122044 -0.00048739507701262702 -0.00025711721839635223 0.0015558212923757479 0.002978240460664151 0.0023443012324261586 0.0014572292682211096 0.00035532142476636804 0.0021058434133281439 0.0010062483259439634 0.0025595604939672523 0.0011800041931709151
leaf_weight=23 27 20 34 21 24 40 67 35 91 38 86 26 23 25 75 310 24 20 20 22 24 27 83 21 198 29 1534 27 98 29
leaf_count=23 27 20 34 21 24 40 67 35 91 38 86 26 23 25 75 310 24 20 20 22 24 27 83 21 198 29 1534 27 98 29
internal_value=0 0.00193629 0.000925865 0.0015933 0.00152984 0.00146437 0.000307674 0.00202275 0.00114266 0.00102941 0.000877304 0.00204001 0.00244196 0.00200389 0.00201921 0.0017355 0.00226286 0.00123506 0.00112509 0.000547901 0.00075496 0.00246526 0.00270365 0.00123267 0.00113816 0.00131646 0.00208928 0.00189416 0.00205614 0.00224454
internal_weight=0 2732 389 550 527 503 101 2182 288 261 223 2147 177 1970 1944 385 154 328 288 132 110 130 103 268 247 227 1559 175 148 127
internal_count=3121 2732 389 550 527 503 101 2182 288 261 223 2147 177 1970 1944 385 154 328 288 132 110 130 103 268 247 227 1559 175 148 127
is_linear=0
shrinkage=0.00928922


Tree=2418
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 14 1 2 2 4 52 1 457 43 2 0 12 52 4 13 159 3 16 43 2 43 52
split_gain=171.649 20.256 18.6436 15.8554 10.6746 9.41678 8.10936 5.71116 5.39039 5.2161 4.46406 2.69204 2.54396 2.3569 2.34404 2.23259 2.41189 1.93844 1.6254 1.38318 1.28107 1.16228 1.4988 1.23414 1.46912 1.23118 1.03322 1.81742 1.01514 1.00979
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.13082500000000002 0.40124500000000002 0.076175000000000007 0.09253500000000002 0.089885000000000007 0.15109000000000003 0.27834500000000006 -0.56176499999999996 0.091195000000000012 0.080930000000000016 -0.016814999999999997 0.14122000000000004 -0.066089999999999996 0.093765000000000015 -0.16675999999999999 0.038415000000000012 -0.15416999999999995 0.082585000000000006 -0.091054999999999983 -0.44310499999999992 -0.08076499999999999 0.11177500000000001 -0.080324999999999994 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 8 11 19 10 -4 14 12 -3 -12 29 21 -17 26 -16 -5 -10 22 -15 -24 -25 -23 -2 -28 -11 -1
right_child=1 6 9 7 -6 -7 -8 -9 20 28 13 -13 -14 15 18 16 -18 -19 -20 -21 -22 25 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0023251206865034994 0.00098888178117650135 0.0012469435226137116 0.0020549742683330647 0.002440509300376233 0.0014029797671900929 0.0014306682572005033 0.0014996209923786692 0.0012689934191244694 0.0022895319250377929 0.0013856367515207694 0.0024749269418248986 0.00040653813801389953 0.00068334228031047728 0.0017421070694430732 0.0021769012945209686 0.0020995615745361129 0.0013530926423161824 0.00071535679720843772 0.0016892082101201088 0.0019741827331077647 0.0027756794382752352 0.0022320750612458912 0.00216135959949961 0.0020594693055224116 0.00262516806255228 0.0019449563962936013 0.0015938410736518066 0.0011688205652796127 0.00095418495931157219 0.0020087092615401845
leaf_weight=1089 45 29 34 23 45 41 39 32 20 56 53 72 99 22 216 27 22 25 21 79 63 58 508 20 36 150 38 109 21 29
leaf_count=1089 45 29 34 23 45 41 39 32 20 56 53 72 99 22 216 27 22 25 21 79 63 58 508 20 36 150 38 109 21 29
internal_value=0 0.00117732 0.00217968 0.00143319 0.00221044 0.00222574 0.000801541 0.00188582 0.00223971 0.00150903 0.00222426 0.000665415 0.000811033 0.00213262 0.00228487 0.00211109 0.00176441 0.00115369 0.00213369 0.00207933 0.00265854 0.00213249 0.00217064 0.00218735 0.00242313 0.00202502 0.00121077 0.00127869 0.00126797 0.00231691
internal_weight=0 590 2531 351 2420 2375 239 134 2334 111 2251 200 128 896 1355 843 49 217 237 102 83 794 586 564 56 208 192 147 77 1118
internal_count=3121 590 2531 351 2420 2375 239 134 2334 111 2251 200 128 896 1355 843 49 217 237 102 83 794 586 564 56 208 192 147 77 1118
is_linear=0
shrinkage=0.00167351


Tree=2419
num_leaves=31
num_cat=0
split_feature=1 2 123 12 2 4 2 1 14 457 2 2 1 50 133 13 50 12 4 0 3 52 52 16 0 16 13 133 15 15
split_gain=101.587 11.9373 11.6822 9.54661 7.00694 4.90952 3.39093 3.28473 3.25872 3.08207 2.83301 2.84344 2.04349 2.07773 1.8268 1.73081 1.70516 1.49999 1.3549 1.32923 1.20651 1.16433 1.65458 1.1154 1.0586 1.82735 1.04352 0.969679 0.936212 0.930342
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.14285500000000004 0.077845000000000011 0.076975000000000002 0.080930000000000016 -1.0000000180025095e-35 0.10803500000000001 0.089625000000000024 0.089465000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041865000000000006 0.093765000000000015 -0.078439999999999996 -0.11991499999999998 -0.23446499999999998 0.039215000000000007 -1.0000000180025095e-35 0.013515000000000001 -0.076234999999999983 0.066275000000000014 -0.0097949999999999982 0.091935000000000003 -0.081924999999999984 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 8 17 9 -4 12 20 -2 -12 18 19 -13 -16 28 -5 -1 -14 -6 22 27 -23 -21 -26 -24 -22 -3 -20
right_child=1 16 7 5 6 -7 -8 -9 -10 -11 11 14 13 -15 15 -17 -18 -19 29 24 21 23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015626746476668204 0.00040927345291112249 0.00024497050863364741 0.0013961234029938817 0.0016715956511996041 0.0015599884822724013 0.00066710475581440484 0.00082602842260066174 0.00075900315016890732 0.0018255478961096692 0.00085498972363213307 0.0011880023281494842 0.00022158386683548772 0.00094585180158937143 0.0015255231092201093 0.00057799256409681976 0.00091967210169804003 0.00059475150828257588 0.001212330263100548 0.0016855533971767039 0.0013971890981353909 0.0014140770644503258 0.0014991414972545625 0.0011714278551386292 0.0011763195194351538 0.00082720490802226556 0.0014427107218852406 0.00070579436891397504 0.0011177467526606638 -0.00011944999475296637 0.0014525602908064233
leaf_weight=677 93 76 28 23 65 43 39 83 75 34 32 21 28 139 88 68 30 92 47 133 100 120 33 36 26 24 20 40 24 784
leaf_count=677 93 76 28 23 65 43 39 83 75 34 32 21 28 139 88 68 30 92 47 133 100 120 33 36 26 24 20 40 24 784
internal_value=0 0.000688802 0.00142998 0.000810433 0.00145338 0.0011308 0.00128094 0.000919718 0.00149683 0.00132054 0.000642824 0.000746748 0.00148356 0.00137283 0.000666974 0.00072693 0.000258412 0.00130418 0.00150926 0.00127224 0.00135878 0.0013213 0.00123778 0.00142464 0.00132218 0.00112265 0.000995717 0.00132941 0.00015751 0.00146574
internal_weight=0 590 2531 460 2420 158 487 111 1933 448 302 209 1858 350 177 156 130 115 1508 211 414 349 193 156 183 50 53 140 100 831
internal_count=3121 590 2531 460 2420 158 487 111 1933 448 302 209 1858 350 177 156 130 115 1508 211 414 349 193 156 183 50 53 140 100 831
is_linear=0
shrinkage=0.00160853


Tree=2420
num_leaves=31
num_cat=0
split_feature=1 4 155 1 150 0 0 14 124 12 42 13 133 130 4 43 0 2 2 43 16 0 42 13 1208 2 1456 2 0 16
split_gain=4.51161 1.07452 0.690283 0.55115 0.547903 0.952942 0.460239 0.399758 0.456345 0.37713 0.374469 0.361387 0.642433 1.618 0.453665 0.586451 0.400935 0.892217 0.824249 0.513576 0.570802 1.13614 0.407451 0.445073 0.698674 0.687801 0.404136 0.398064 0.394776 0.402905
threshold=0.10293500000000001 0.27287000000000006 0.10158500000000002 0.15471500000000002 1.0000000180025095e-35 -0.026509999999999995 0.22582000000000002 0.062655000000000016 -0.076779999999999987 0.093965000000000007 -0.0060199999999999993 0.038215000000000006 -0.0081349999999999981 0.090185000000000015 -0.42529999999999996 -0.11008499999999999 -0.10474999999999998 0.079055000000000014 0.085730000000000015 0.10915000000000001 -0.48836499999999994 -0.14226499999999997 0.084835000000000008 -0.059629999999999996 0.099975000000000008 0.088475000000000012 0.0058550000000000008 0.084305000000000005 -0.23091999999999999 -0.087874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 5 -2 7 8 10 -4 -1 16 13 -13 -14 -16 17 -10 -19 20 -20 28 26 -24 25 -25 27 -18 -22 -30
right_child=1 3 9 -5 -6 -7 -8 -9 11 -11 -12 12 14 -15 15 -17 22 18 19 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0019271019719144214 0.0017041169960152493 0.00088874533158679494 0.0031686663592678335 -0.00023065214105276119 0.00079593605781952718 9.9122143642435393e-05 0.00064823497636234528 0.0024524617318344845 -0.00010795750291113587 0.0017847745231570136 0.00078272085291078626 -0.00084378275090656507 0.0028895290702705763 0.0020272803843817766 0.0019957801030041629 0.0009634842956717691 0.0023583085275873518 0.0033750233154290531 0.0022090789708306083 0.0026044591501104214 0.00062761962307151631 -0.00080852189231427887 0.0019247089369826146 -0.00039179604559084395 0.0024184638869336837 0.0014123010049095414 0.0026886728523593468 0.0019309632382580294 0.0011316473014220552 0.0028002277148003506
leaf_weight=35 206 282 20 35 117 30 21 89 20 46 48 24 25 33 128 56 218 20 36 27 24 20 810 21 30 52 79 528 20 21
leaf_count=35 206 282 20 35 117 30 21 89 20 46 48 24 25 33 128 56 218 20 36 27 24 20 810 21 30 52 79 528 20 21
internal_value=0 0.00113475 0.00141437 0.000765153 0.0012667 0.00150009 0.00188829 0.0018993 0.00187766 0.00220414 0.00126529 0.00190085 0.00161016 0.000818412 0.00182609 0.0016816 0.001941 0.00157191 0.00177189 0.00155525 0.00132113 0.000945061 0.00198092 0.00185847 0.00133753 0.000893314 0.00211644 0.00205584 0.00148462 0.00198629
internal_weight=0 736 419 317 353 236 2385 2364 2275 66 83 2192 266 57 209 184 1926 188 168 148 121 85 1738 913 103 73 825 746 65 41
internal_count=3121 736 419 317 353 236 2385 2364 2275 66 83 2192 266 57 209 184 1926 188 168 148 121 85 1738 913 103 73 825 746 65 41
is_linear=0
shrinkage=0.00841354


Tree=2421
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 1 3 2 43 14 0 14 4 12 2 52 0 4 2 4 16 4 39 1 14 3 12 15 0 43
split_gain=96.4272 12.2447 11.0866 6.71101 5.95129 5.93251 5.6153 4.64387 3.95176 2.98787 2.48916 4.41399 3.59843 2.89351 2.26537 1.9562 1.78695 1.64332 1.58248 1.57159 1.55977 1.43618 1.40284 1.3445 1.3132 1.23685 1.16214 1.09997 1.08704 0.996525
threshold=0.10752500000000002 -0.059315 -0.010834999999999999 0.36766000000000004 0.27834500000000006 0.09253500000000002 0.31534000000000006 0.13712500000000002 -0.025214999999999998 0.062655000000000016 -0.11173999999999999 -0.10708499999999999 0.022185000000000003 0.090455000000000021 0.11177500000000001 0.048770000000000008 -0.15599999999999997 -0.011209999999999999 0.093320000000000014 -0.51843499999999987 -0.008904999999999998 0.022185000000000003 0.095830000000000012 0.122715 0.097795000000000007 -0.13927999999999999 0.085250000000000006 -0.037864999999999989 -0.081894999999999982 -0.080554999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 23 18 8 9 22 10 11 -4 16 19 -10 -8 -13 -16 -1 -12 -19 -15 28 -2 -11 26 -21 -20 -3 -7
right_child=1 6 3 -5 -6 29 15 -9 14 24 13 12 -14 21 17 -17 -18 20 27 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019090229366770422 0.0016288866809538575 0.0006368850457706206 0.0021436559871605468 0.0010887674685143274 0.00092302389745264858 0.0011078230624464132 0.00023082997452093524 0.001146234807139826 0.0014111554109297881 0.0021328706553374803 0.0021455832918638932 0.0013064983831499776 0.0016680769131512151 0.0016831763977797065 0.0013539825815268843 0.00072808387750555859 0.00072688173533394453 0.00098770886114926486 0.0015787568405372327 0.0012098085961493809 0.00050548023095568783 0.0014921958065264214 0.00051986438990123042 0.0012185123433346731 0.0016537986973177571 0.0017821489974768903 0.0017404216020867971 0.001116318004765525 0.00098948022431930146 0.00074450523153745925
leaf_weight=27 83 43 25 47 74 59 57 38 39 67 31 45 64 730 22 34 21 65 45 20 25 124 67 29 20 1092 25 20 52 31
leaf_count=27 83 43 25 47 74 59 57 38 39 67 31 45 64 730 22 34 21 65 45 20 25 124 67 29 20 1092 25 20 52 31
internal_value=0 0.000935731 0.00167228 0.00170251 0.00128408 0.00128217 0.000775354 0.00171504 0.000879651 0.00172459 0.00171267 0.00151229 0.00139088 0.00172803 0.0010706 0.000416617 0.00112207 0.000952015 0.00157515 0.0017811 0.000853756 0.00165545 0.000701666 0.00152263 0.00202274 0.00177116 0.00150459 0.00143647 0.000829885 0.00098268
internal_weight=0 590 2531 2349 186 182 404 2302 313 2264 2177 155 130 2022 151 91 66 112 92 1168 90 854 162 112 87 1137 45 65 95 90
internal_count=3121 590 2531 2349 186 182 404 2302 313 2264 2177 155 130 2022 151 91 66 112 92 1168 90 854 162 112 87 1137 45 65 95 90
is_linear=0
shrinkage=0.0016407


Tree=2422
num_leaves=31
num_cat=0
split_feature=1 2 0 9 3 4 11 11 2 2 132 49 151 34 2 13 15 4 4 14 0 2 133 16 52 3 12 1213 13 52
split_gain=4.2761 1.01194 0.652737 0.597675 0.592544 0.57927 0.527524 0.711694 0.486951 0.474364 0.465068 0.450177 0.464715 0.427459 0.636185 0.421027 0.409937 0.592825 0.35545 0.358216 0.307452 0.313799 0.446009 0.399008 0.492516 0.374438 0.371538 0.365501 0.451487 0.338106
threshold=0.11690500000000002 0.10045500000000002 -0.13843999999999998 -1.0000000180025095e-35 0.30112000000000005 0.42642000000000008 0.080455000000000013 0.085155000000000022 0.15361500000000003 -0.090999999999999984 0.10365500000000001 -0.088694999999999982 0.015440000000000001 -0.010024999999999997 0.121465 -0.28558999999999996 -0.41942499999999994 0.27834500000000006 -0.04890499999999999 -0.41790499999999997 0.13134000000000004 0.088850000000000012 0.032270000000000007 0.11346000000000002 -0.092399999999999982 -0.091869999999999993 -0.015429999999999998 -0.082994999999999985 -0.099939999999999987 0.4002400000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 13 11 9 -8 15 -5 16 -3 -13 -2 -15 -4 -6 -18 -16 -20 21 26 27 24 -24 -26 -11 -23 -29 -28
right_child=4 2 8 6 10 -7 7 -9 -10 20 -12 12 -14 14 18 -17 17 -19 19 -21 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=0.0010791041184984923 0.00032201823747052109 0.0025353223356698752 0.00066126774945746624 0.0011518514291197297 0.0011934544396347392 0.0029894060546611324 0.0046093321541788275 0.0023795968153987736 0.00047753638504652481 0.0038568676079036154 0.0015093395833181357 0.0010982082764227508 -0.00067922387486527242 0.002112954392228512 0.0023260298085444192 0.0022069085333166474 0.00035127381818190415 -0.0019390122284394943 0.0019044661979142987 0.00049409637280637092 0.0036257703341833879 0.0028654334740447337 0.0041098655333482084 0.0015090436345335293 0.0037268301625081822 0.0023147868650477393 0.0024735115709396275 0.00033760848531150321 0.001870855602020455 0.001798970727993942
leaf_weight=41 44 20 21 37 20 20 28 39 21 21 28 103 20 101 20 451 31 22 26 97 22 37 23 43 24 196 1204 24 246 91
leaf_count=41 44 20 21 37 20 20 28 39 21 21 28 103 20 101 20 451 31 22 26 97 22 37 23 43 24 196 1204 24 246 91
internal_value=0 0.00223919 0.00187387 0.00235463 0.00104345 0.0012885 0.00238033 0.00331143 0.0020674 0.00234863 0.000340216 0.00105061 0.000809195 0.00129007 0.00146464 0.00213814 -0.000108215 -0.000599411 0.00100674 0.000792223 0.00237156 0.00235711 0.00215331 0.0024565 0.00262415 0.00246883 0.00244894 0.00187086 0.00173457 0.00242611
internal_weight=0 2732 656 2076 389 163 2035 67 493 1968 101 143 123 288 244 472 73 53 143 123 1931 1909 593 286 243 220 1316 307 270 1295
internal_count=3121 2732 656 2076 389 163 2035 67 493 1968 101 143 123 288 244 472 73 53 143 123 1931 1909 593 286 243 220 1316 307 270 1295
is_linear=0
shrinkage=0.0106704


Tree=2423
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 4 47 4 3 1 14 15 47 49 4 3 12 0 16 0 3 3 160 43 2 48
split_gain=184.075 21.6406 19.2352 12.0085 11.9355 6.88423 6.63358 6.60529 6.14535 6.00277 4.39539 4.34643 3.16122 3.16054 3.11869 2.57188 2.54019 2.05797 1.99 3.34739 1.9752 1.74484 3.01429 1.55738 1.57347 1.55028 1.4153 1.39231 3.47303 1.30387
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.09141500000000001 0.27287000000000006 0.14285500000000004 -0.16363499999999997 0.40124500000000002 0.077555000000000013 0.033845000000000007 -0.11171999999999999 0.16175000000000003 0.076175000000000007 0.13592500000000005 0.091680000000000011 -0.085174999999999987 -0.046564999999999988 0.092670000000000016 -1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 -0.10011499999999998 -0.065819999999999976 -0.116045 -1.0000000180025095e-35 -0.08076499999999999 0.11177500000000001 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 14 7 20 -6 -5 12 15 -1 26 21 23 17 -10 -14 -20 -3 22 -4 -7 -25 -13 -8 29 -29 -2
right_child=1 6 5 9 8 11 13 -9 16 -11 -12 25 18 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0011111001962170709 0.00033124486951772428 0.00072665870504021385 0.0020158139376534839 0.0017755341614932121 0.0019213008947170519 0.0023155805374822482 0.00065069566475884375 0.00026607980538546775 0.0014697411143987653 0.00088371775181919849 0.0023621992751922363 0.0011306146384272124 0.0020429143773925923 -0.00028457746798951644 0.0024636236580721678 0.0013254923897761583 0.0015273730579193768 0.00088437359274040649 0.0017943949543921154 0.0010561918968857141 0.0013183633038729586 0.0020249870972953634 0.0011850962948562009 0.0019212868151234016 0.0016684490359128723 0.0016386741254582886 0.00027223736298802949 0.0014729947453983694 0.0008076724062930044 0.00092137927987951339
leaf_weight=23 24 25 35 91 31 26 39 42 21 29 35 20 58 25 46 23 31 105 96 22 48 1145 20 572 82 140 110 29 108 20
leaf_count=23 24 25 35 91 31 26 39 42 21 29 35 20 58 25 46 23 31 105 96 22 48 1145 20 572 82 140 110 29 108 20
internal_value=0 0.000820943 0.00187971 0.00114128 0.00154704 0.00194628 0.000487308 0.00080542 0.00122677 0.00156001 0.00180436 0.00182909 0.00170624 0.000277062 0.00202744 0.00188689 0.00108963 0.000981935 0.00178402 0.00165676 0.00111572 0.00201072 0.00171373 0.00190587 0.00188959 0.00157517 0.000371297 0.000863663 0.000948507 0.000599488
internal_weight=0 590 2531 301 422 2109 289 115 188 120 234 863 199 174 1246 703 157 126 176 118 73 1200 55 680 654 160 149 181 137 44
internal_count=3121 590 2531 301 422 2109 289 115 188 120 234 863 199 174 1246 703 157 126 176 118 73 1200 55 680 654 160 149 181 137 44
is_linear=0
shrinkage=0.00170698


Tree=2424
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 132 13 160 16 1 1 52 1 2 16 51 131 12 43 0 39 0 1
split_gain=135.916 22.0572 13.5531 11.0421 10.1855 6.34872 4.89316 4.57225 4.10955 3.31919 3.27489 2.85898 1.67495 1.84238 2.48177 2.27195 1.56678 1.50928 1.40824 1.60879 2.27008 1.15143 1.08819 1.04714 1.03414 0.991414 0.939281 0.98558 0.956902 0.931355
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.13148500000000005 0.08696000000000001 -0.0044799999999999987 -1.0000000180025095e-35 -0.016164999999999995 0.16540500000000002 0.086920000000000011 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.11346000000000002 0.11144500000000002 0.09031500000000002 0.095780000000000018 -0.080324999999999994 -0.036484999999999997 0.093755000000000019 -0.10474999999999998 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 12 7 29 8 10 -5 17 16 13 -3 -15 -16 26 22 -12 24 -21 -7 -1 -2 -20 -11 28 -28 -4 -6
right_child=1 2 11 9 6 21 -8 -9 -10 25 18 -13 -14 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019888274049858585 0.0020035447309556622 0.0008570324941305109 0.00065800355427899737 0.0017895687684539364 0.0018753751262058243 0.0010615213944496554 0.00100633845370553 0.0011538335577265992 0.0022615292833824221 0.0012471095179577357 0.0021012868261982179 0.0011333956510169703 0.00057473237297356598 0.0014856693694801945 0.0011278366855176417 0.00050343874530867647 6.8681058473319247e-05 0.0018585504619329448 0.0018687953542432625 0.0011344111321452219 0.0017784068466211421 0.0015715216628708517 0.0016659325607695965 0.0015892296277552123 0.0017439947674061072 0.00081096624892762123 0.0009961417872851562 0.00048723123066015268 0.00031514835275834642 0.0015356602287940435
leaf_weight=901 52 162 36 28 42 26 40 22 84 47 43 20 32 36 62 21 22 403 440 23 41 22 29 24 301 20 21 20 56 45
leaf_count=901 52 162 36 28 42 26 40 22 84 47 43 20 32 36 62 21 22 403 440 23 41 22 29 24 301 20 21 20 56 45
internal_value=0 0.00103884 0.000935798 0.00186349 0.0010894 0.0018858 0.00148129 0.00189819 0.00190542 0.00131517 0.00189171 0.000549594 0.000930393 0.000970895 0.0011259 0.000969856 0.000474265 0.00194242 0.001812 0.00179654 0.00154697 0.00129527 0.00197876 0.00187271 0.0018181 0.00111692 0.000541354 0.000747893 0.000449309 0.00169966
internal_weight=0 691 615 2430 440 2335 127 2287 2265 95 2181 175 313 281 119 83 155 1333 848 805 64 48 930 76 741 67 133 41 92 87
internal_count=3121 691 615 2430 440 2335 127 2287 2265 95 2181 175 313 281 119 83 155 1333 848 805 64 48 930 76 741 67 133 41 92 87
is_linear=0
shrinkage=0.0016407


Tree=2425
num_leaves=31
num_cat=0
split_feature=1 12 44 1 10 0 10 2 4 97 484 130 151 156 51 13 16 13 0 12 12 0 3 1210 1428 42 2 52 43 0
split_gain=4.8716 1.13768 0.65522 0.666449 0.616775 0.682223 0.622841 0.638874 0.511304 0.491377 0.441148 0.537749 0.483077 0.426577 0.414257 0.397976 0.390891 0.369637 0.366713 0.345299 0.918165 0.58637 0.500806 0.528991 0.414452 0.397391 0.367591 0.495094 0.59478 0.490058
threshold=0.11690500000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 -0.079859999999999987 -0.05208999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 -0.0047149999999999996 -0.011244999999999998 -1.0000000180025095e-35 0.09759000000000001 0.10272000000000002 0.11218000000000002 -0.0044799999999999987 -0.079109999999999986 -0.0093149999999999986 -0.26343999999999995 0.08598500000000002 0.085885000000000017 -0.14832499999999996 -0.081054999999999974 -0.062539999999999984 -0.020064999999999996 0.088295000000000012 0.084715000000000013 0.0031350000000000002 -0.013819999999999997 -0.084509999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 9 19 -6 -5 -12 15 14 16 17 -9 -13 -17 20 21 -3 23 -23 -21 26 -25 29 -29 -28
right_child=4 8 -4 10 6 -7 -8 13 -10 -11 11 12 -14 -15 -16 18 -18 -19 -20 24 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.002291480898546229 0.00089877753234464733 0.0039087128483163685 0.0034296197116795834 0.0029782582185311382 0.00070292012437775983 -0.0015232329836090664 0.00011088423359119873 0.00087594101157246432 0.0011487666885194707 0.0025215885152796149 -0.00020497569358407438 0.0014696063758650945 -4.2140756427156453e-05 0.0022250012109631206 0.0016540871466827606 0.00090454307273415903 -0.00049853408937255549 -2.2932399762923051e-05 0.0022518757015334524 0.00088849824369642701 0.004656876986348076 0.0013619528551190047 0.0011810365753509148 0.0031785218560469826 0.0023676932874523108 0.0014693070660584738 0.0024578009075817866 0.0026655717646105965 0.00023050249615025762 0.0037963348511832196
leaf_weight=185 35 33 28 21 21 20 48 84 35 72 21 104 20 29 49 27 31 22 122 21 24 37 31 142 1608 28 141 23 21 38
leaf_count=185 35 33 28 21 21 20 48 84 35 72 21 104 20 29 49 27 31 22 122 21 24 37 31 142 1608 28 141 23 21 38
internal_value=0 0.00229581 0.00187061 0.00178698 0.00104455 1.80464e-05 0.00121359 0.00139866 0.00240299 0.00211092 0.00151004 0.00141246 0.0015276 0.00105544 0.000848627 0.00164177 0.00050543 0.001209 0.00200773 0.00242344 0.0026587 0.00256162 0.00246519 0.00255777 0.00234862 0.00267036 0.00276249 0.00249758 0.00150338 0.00274196
internal_weight=0 2732 550 522 389 55 334 286 2182 93 337 316 295 193 164 275 115 126 149 2147 518 494 461 430 1629 393 365 223 44 179
internal_count=3121 2732 550 522 389 55 334 286 2182 93 337 316 295 193 164 275 115 126 149 2147 518 494 461 430 1629 393 365 223 44 179
is_linear=0
shrinkage=0.0104612


Tree=2426
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 2 4 1 14 1 50 1 2 475 2 4 131 52 0 2 43 52 52 52 1 16 0 0
split_gain=152.311 18.8863 16.2788 14.0959 10.0641 6.80307 5.14456 4.88888 4.95565 4.1409 3.54889 2.37891 2.16313 1.9489 1.92808 1.80749 1.63291 1.56975 1.51479 2.11368 1.62708 2.31681 1.44582 1.30875 1.27443 2.12977 2.48227 1.2359 1.13972 1.49067
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.14122000000000004 0.36766000000000004 0.077845000000000011 0.076175000000000007 0.089625000000000024 0.089465000000000017 0.15964000000000003 0.14122000000000004 -0.066784999999999983 0.088850000000000012 -0.51843499999999987 0.085335000000000008 -0.087284999999999988 -0.072594999999999979 0.088125000000000023 -0.079914999999999986 0.40674500000000008 0.039215000000000007 -0.54906499999999991 0.10060500000000001 -0.080509999999999984 -0.10474999999999998 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 13 -5 8 15 -4 11 16 18 28 -2 -6 23 -18 19 -13 21 -21 -11 -1 25 -17 -27 -26 -3 -30
right_child=1 5 9 6 7 -7 -8 -9 -10 22 -12 12 -14 -15 -16 24 17 -19 -20 20 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.0025967139071641724 0.0014574981511005056 0.0012172183389269429 0.0023598106528904951 0.0023419049011974367 0.0026130654198598504 0.0017130404959487346 0.001509411912363151 0.0016355222294424409 0.0016136551446021736 0.0016977897347913373 0.0029065704875791821 0.0025617094520035029 0.0025506233505844947 0.00046847334754658544 0.00092268708265822916 0.0026256426896269628 0.0029608846287710344 0.0024439582872188793 0.0024358328294474272 0.0023287720318574926 0.001536214110165213 0.0016138705698531418 0.001156102460051266 0.0021497032448687075 0.0026184653026012283 0.0021921561320000617 0.0015099207612474213 0.0022846602380116139 0.00053075325908721644 0.00098822239268798128
leaf_weight=931 192 43 28 102 68 39 32 41 33 61 77 28 139 31 25 31 20 533 91 51 20 21 22 22 59 140 20 95 31 95
leaf_count=931 192 43 28 102 68 39 32 41 33 61 77 28 139 31 25 31 20 533 91 51 20 21 22 22 59 140 20 95 31 95
internal_value=0 0.00141371 0.00243575 0.00168115 0.00246687 0.00102095 0.0021431 0.00223413 0.00228916 0.00175742 0.0025255 0.00250969 0.00237517 0.000885988 0.00139588 0.00234314 0.00254096 0.00246265 0.00225958 0.00212592 0.00199329 0.00212026 0.00155421 0.00258639 0.00228993 0.00219107 0.00210688 0.00241255 0.000962573 0.00087567
internal_weight=0 590 2531 351 2420 239 134 487 446 111 1933 1856 350 200 217 413 1506 553 211 120 92 72 83 953 345 191 160 154 169 126
internal_count=3121 590 2531 351 2420 239 134 487 446 111 1933 1856 350 200 217 413 1506 553 211 120 92 72 83 953 345 191 160 154 169 126
is_linear=0
shrinkage=0.00181146


Tree=2427
num_leaves=31
num_cat=0
split_feature=1 1 12 4 123 1 12 3 2 52 42 0 45 4 1 0 13 16 2 43 4 43 483 15 39 16 48 0 4 4
split_gain=4.6702 0.776743 0.729361 0.668827 0.617455 0.535432 0.532555 0.537394 0.511215 0.691125 0.75623 0.498696 0.441815 0.551679 0.486292 0.73215 0.42869 0.411915 0.40905 0.397723 0.417208 0.390205 0.376776 0.354682 0.333737 0.325309 0.331356 0.422856 1.12385 0.621564
threshold=0.11146500000000002 0.14860500000000001 -0.010834999999999999 -0.010655 0.083745000000000014 0.09253500000000002 -0.10022999999999999 -0.042499999999999989 0.12043500000000001 -0.42635499999999998 0.091735000000000025 -0.010949999999999998 0.084355000000000013 0.053925000000000008 0.083345000000000016 -0.13027499999999997 -0.071554999999999994 -0.25582999999999995 0.090790000000000023 0.084740000000000024 0.42642000000000008 -0.077824999999999991 0.092110000000000011 -0.070929999999999979 0.084405000000000008 -0.097644999999999996 0.11280000000000003 -0.11173999999999999 -0.053309999999999989 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 16 18 -5 19 12 -10 -11 17 13 25 15 -15 -2 -3 -1 20 -8 -16 -9 -18 -7 -4 27 28 -27 -30
right_child=1 11 8 6 -6 24 7 22 9 10 -12 -13 -14 14 21 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0040837515110354067 0.0016032265459447847 -0.00028528034513982634 0.0032386018413606285 0.002649456684925239 0.00072075820156090279 0.00032124009135255771 0.0020375217575443645 0.00051227936703431855 0.0035345289899510689 -0.00040409365897068483 0.0021643338346850308 -0.001277454895332599 0.0043785494026365428 0.0043749592611600609 0.0028787112443094441 0.0021748804638727936 0.0045793968365696403 0.0019464769013095434 0.0021792453734047071 0.0032321760621143811 0.00043823179240466746 0.0010067381807128189 0.0018786350220143077 0.0025933302475885543 0.0017601138374702273 0.0034640366636703749 0.0041194847782754385 0.0027093472445312394 0.00018561098911965771 0.002575464979812815
leaf_weight=20 23 22 158 36 23 30 61 159 23 26 41 22 21 25 20 131 24 24 72 21 36 68 34 26 88 42 22 1756 44 23
leaf_count=20 23 22 158 36 23 30 61 159 23 26 41 22 21 25 20 131 24 24 72 21 36 68 34 26 88 42 22 1756 44 23
internal_value=0 0.00135375 0.00258534 0.0015337 0.002404 0.00191956 0.00129293 0.00113591 0.00264359 0.0017725 0.00116763 0.000181401 0.00267753 0.00266193 0.00213244 0.00252746 0.00293433 0.000879115 0.00259327 0.00176221 0.00144397 0.00143219 0.000752985 0.00354664 0.0013943 0.0027251 0.00268211 0.00266515 0.00195314 0.00100601
internal_weight=0 511 2610 443 96 210 347 311 2400 90 67 68 2310 2289 244 156 73 46 92 118 97 88 193 50 118 2045 1887 1865 109 67
internal_count=3121 511 2610 443 96 210 347 311 2400 90 67 68 2310 2289 244 156 73 46 92 118 97 88 193 50 118 2045 1887 1865 109 67
is_linear=0
shrinkage=0.011781


Tree=2428
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 1 12 4 2 150 43 4 1 47 0 2 0 15 3 2 14 0 15 43 50 0 1 1 159 15
split_gain=174.315 21.5519 19.2067 11.6486 10.1681 10.1471 6.03073 4.92265 4.37716 4.26917 4.08275 3.59786 3.5583 3.33192 3.58922 3.22861 2.60329 2.28316 2.09409 1.97333 1.91055 2.08669 2.34564 1.89142 1.86158 1.59632 1.25659 1.71032 1.27241 1.25642
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.14753000000000002 0.10124500000000002 0.090285000000000018 0.40945500000000007 0.11362000000000001 0.09487000000000001 -0.066504999999999995 0.033845000000000007 0.12000500000000001 0.10019500000000002 -0.062294999999999996 0.087470000000000006 -0.15350499999999997 0.13592500000000005 0.095270000000000007 0.11411 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 -0.083134999999999987 0.041865000000000006 -0.097024999999999986 1.0000000180025095e-35 0.084525000000000003 0.085545000000000024 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 7 8 20 13 9 10 15 17 -9 16 -15 -1 -3 25 23 -2 21 22 -4 -7 29 -8 -12 -28 -29 -6
right_child=1 4 6 -5 24 18 11 12 -10 -11 26 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011242610484106549 0.0020306308594380488 0.0016031894225175816 0.0023191691960273647 0.0010326546104805507 0.00037202268429983041 0.0013110321775339116 0.0025245223521399482 0.0011849990263113085 0.0013120894814776574 0.0012955961728306057 0.001950336817970823 0.0018667932417153002 0.0005899203464804979 0.0019707542423942114 0.0010185323469804729 0.001945430076264344 0.00092378946828315938 0.0016045257796531965 0.001594401718506827 0.0014271976463809584 0.0026304078068359539 0.002283373622848858 0.0014953004602674617 0.00063982679360897717 0.00079771340436645246 0.0021439803971984406 0.0026016421297269622 0.0020578104950749287 0.002473034152509435 -0.00012988159644431859
leaf_weight=21 92 21 20 74 54 35 35 44 31 24 52 171 99 30 20 47 92 23 39 20 46 1053 22 20 23 739 35 88 30 21
leaf_count=21 92 21 20 74 54 35 35 44 31 24 52 171 99 30 20 47 92 23 39 20 46 1053 22 20 23 739 35 88 30 21
internal_value=0 0.00107827 0.00212919 0.0015687 0.000852475 0.00179012 0.00219704 0.00100879 0.00193466 0.00199964 0.00206153 0.00209596 0.000773021 0.00121564 0.00158987 0.00169183 0.00105005 0.00214512 0.00128579 0.00192287 0.0022828 0.00226819 0.00188762 0.00106696 0.000364379 0.00216119 0.00218416 0.00226363 0.00216338 0.000231489
internal_weight=0 590 2531 186 404 422 2109 306 328 297 273 968 143 163 50 68 113 797 94 112 1141 1095 42 55 98 774 205 153 118 75
internal_count=3121 590 2531 186 404 422 2109 306 328 297 273 968 143 163 50 68 113 797 94 112 1141 1095 42 55 98 774 205 153 118 75
is_linear=0
shrinkage=0.00174112


Tree=2429
num_leaves=31
num_cat=0
split_feature=1 2 0 9 3 44 14 0 4 1 43 49 4 4 2 391 48 13 48 48 12 0 40 4 0 0 4 10 130 124
split_gain=4.59791 1.08227 0.727368 0.619676 0.612217 0.516748 0.526928 0.620616 1.08058 0.897613 0.5756 0.536078 0.692479 0.492962 0.488845 0.448986 0.451675 0.5123 0.444487 0.656027 0.436171 0.422173 0.66302 0.500437 0.550944 0.440952 0.627558 0.402139 0.483104 0.531336
threshold=0.11690500000000002 0.10060500000000001 -0.13843999999999998 -1.0000000180025095e-35 0.31299000000000005 1.0000000180025095e-35 0.062655000000000016 -0.11013499999999998 -0.018869999999999994 0.083135000000000014 -0.0077799999999999996 -0.15498999999999999 0.0082450000000000006 0.42642000000000008 0.15361500000000003 -1.0000000180025095e-35 0.093265000000000015 -0.013634999999999998 -0.065739999999999979 0.078735000000000013 -0.42850999999999995 -0.089964999999999976 -0.079289999999999985 -0.17966999999999997 -0.060129999999999996 -0.089019999999999974 -0.0016099999999999997 -1.0000000180025095e-35 -0.0060099999999999989 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 27 6 7 8 -5 10 -10 -9 15 18 -4 -13 21 -18 -3 -20 -6 -17 -23 -24 25 -25 -27 -2 -29 -30
right_child=4 2 14 5 20 -7 -8 11 9 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 22 23 24 -26 26 -28 28 29 -31
leaf_value=0.00096579681260775159 0.00041230930323000363 0.0020264768019350346 0.0019189252556848237 -0.00054728499363480192 0.0011118767005803994 0.0036578137832025451 0.0028486699957933227 0.0036855181936909986 0.0018517407374341365 0.0011409820167828815 0.0038514044514803124 0.0033928787330313234 0.0014957370798261013 0.0025037824615701198 0.00044122204272601225 0.0026315732962689554 0.0019421396498928863 0.00040388464350519859 -0.00066689777713173771 0.0010530125499827029 -0.00022738445443416748 0.0004734637274094734 0.0029557843030732951 0.00085841264444298261 0.00083605095209111577 0.0021285026638522566 0.003059825817060153 -6.1649390338840573e-06 0.0016027873106307391 7.8416436338610198e-05
leaf_weight=41 57 26 468 20 34 20 87 20 28 72 24 27 144 20 21 181 77 26 26 85 61 21 69 23 29 1108 69 23 191 23
leaf_count=41 57 26 468 20 34 20 87 20 28 72 24 27 144 20 21 181 77 26 26 85 61 21 69 23 29 1108 69 23 191 23
internal_value=0 0.0020142 0.00167531 0.00211914 0.000913185 0.00214227 0.0021273 0.00209491 0.00149644 0.00182607 0.00277466 0.00214295 0.00212556 0.00111421 0.00185547 0.0021812 0.00216079 0.00155384 0.000911351 0.000650151 0.00025193 0.00220247 0.00214359 0.00217061 0.00212652 0.00215771 0.0021831 0.00112686 0.00129871 0.00143895
internal_weight=0 2732 646 2086 389 2045 2025 1938 144 124 52 1794 1774 157 489 1630 1603 103 137 111 95 1500 1319 1298 1229 1200 1177 294 237 214
internal_count=3121 2732 646 2086 389 2045 2025 1938 144 124 52 1794 1774 157 489 1630 1603 103 137 111 95 1500 1319 1298 1229 1200 1177 294 237 214
is_linear=0
shrinkage=0.00947501


Tree=2430
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 2 14 4 1 2 475 4 0 16 16 3 10 2 2 1 43 4 0 49 12 3 1 12 14
split_gain=125.299 15.5034 14.3673 12.5854 8.61642 6.46276 6.01635 4.78381 4.64338 3.50503 3.43286 2.11373 1.92321 2.33025 3.8794 2.75812 2.28559 1.88566 1.83106 1.80353 1.94538 1.504 1.34893 1.30339 1.269 1.2681 1.25856 1.17629 1.0226 0.999219
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13082500000000002 0.10060500000000001 0.076175000000000007 0.40124500000000002 0.077845000000000011 0.15109000000000003 -0.066784999999999983 -0.55119499999999988 -0.066689999999999985 0.083160000000000026 -0.026164999999999997 0.090900000000000009 -0.014199999999999999 0.14122000000000004 0.088850000000000012 0.07863500000000001 -0.079914999999999986 0.50500500000000004 -0.067624999999999977 -0.046979999999999987 0.093965000000000007 0.30112000000000005 0.090540000000000023 -0.091274999999999981 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 17 7 12 25 -4 11 -8 -1 16 15 -15 19 23 29 27 -21 28 26 -3 -13 -5 -19 -14 -11 -2
right_child=1 5 9 8 -6 -7 10 -9 -10 21 -12 24 13 14 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023723680035901778 0.0013856162943946854 0.00059235397326921598 0.0017747584546520521 0.0021191643415380103 0.001177178432411705 0.0013083634679474795 0.0020110288464843312 0.0023143342912109242 0.0010935342406271382 0.0014583622811257183 0.0010848446327959128 0.0014060645042191626 0.0019882686336746514 0.0017323272271675503 0.0019294524856587802 0.00094383705293304271 0.001552849215602808 0.001028423676367383 0.00059169327303323059 0.0018682945906177853 0.0013680126290064164 0.00075606952495944739 0.00054935264110905118 7.2528501424478877e-05 0.0017326716646699225 0.0016963478238788913 0.00056463042657510629 0.0018610201362673552 0.0010417765867111039 0.0010138231419448795
leaf_weight=23 21 24 28 24 45 39 68 79 32 30 21 34 939 22 66 24 43 41 25 475 21 22 85 26 325 78 24 235 31 171
leaf_count=23 21 24 28 24 45 39 68 79 32 30 21 34 939 22 66 24 43 41 25 475 21 22 85 26 325 78 24 235 31 171
internal_value=0 0.00102536 0.00184851 0.00124052 0.00187446 0.000709372 0.00188767 0.00192671 0.00162812 0.00128264 0.00171977 0.00175099 0.00191014 0.00190431 0.00167953 0.00132094 0.00191901 0.000592569 0.00100117 0.00192844 0.00184711 0.00111662 0.000682743 0.000322045 0.00170174 0.00179583 0.000857177 0.0019628 0.00124665 0.00105449
internal_weight=0 590 2531 351 2420 239 2375 1927 134 111 448 427 1848 1825 112 46 1713 200 217 1670 496 83 150 50 359 102 65 1174 61 192
internal_count=3121 590 2531 351 2420 239 2375 1927 134 111 448 427 1848 1825 112 46 1713 200 217 1670 496 83 150 50 359 102 65 1174 61 192
is_linear=0
shrinkage=0.00160853


Tree=2431
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 2 4 1 2 14 4 457 1 16 1 3 43 3 159 2 51 160 0 2 2 47 15 1
split_gain=151.033 19.1664 16.3261 11.3653 10.5308 7.67987 5.92952 5.29688 4.71476 4.24926 3.66109 3.36227 3.10801 2.36966 4.95918 2.10633 2.05564 1.76243 1.73194 1.52809 1.39687 1.60524 1.30443 1.29591 1.28305 1.25647 2.23772 1.08135 1.06262 1.3143
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.089885000000000007 0.40124500000000002 0.077845000000000011 0.14285500000000004 0.076175000000000007 0.27834500000000006 0.080930000000000016 0.084525000000000003 -0.037154999999999994 0.086920000000000011 -0.14186499999999996 -0.080324999999999994 -0.10831999999999999 0.030370000000000005 0.10584500000000001 0.11144500000000002 -0.067824999999999983 -0.067624999999999977 0.10981000000000002 -1.0000000180025095e-35 0.10350500000000001 -0.41942499999999994 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 5 7 10 11 27 -4 12 16 -3 17 -15 -8 22 -9 -11 -19 -21 -22 -1 -14 -18 26 -2 -5 -12 -30
right_child=1 6 9 8 -6 -7 15 13 -10 18 28 -13 23 14 -16 -17 24 19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0020904309647884495 0.00093718107648930993 0.0011037978895384274 0.0018628437873168108 0.0020568781634344663 0.0011392723269729637 0.001240443277913188 0.00085598598053818577 0.0021059481404185937 0.0010783777331031009 0.0012511057058405125 0.00051798591126347266 0.0024537996630217326 0.00091321855745939238 0.0019928881929337223 0.00097821584511375475 0.0015788748707340496 0.0019624147308371798 0.0015123092385356776 0.0007072263562161831 0.0018615599502123932 0.0021968444470788074 0.0017338356913522218 0.0017226309523872504 0.00045281471796183018 0.0016069341977571954 0.00090878129520332999 0.0016542891989709436 0.0016847035759660538 0.00036369179670851532 -0.00014875421763096635
leaf_weight=902 32 43 28 45 45 41 24 113 29 59 37 58 23 32 25 23 392 32 24 609 80 30 29 79 32 128 21 46 35 25
leaf_count=902 32 43 28 45 45 41 24 113 29 59 37 58 23 32 25 23 392 32 24 609 80 30 29 79 32 128 21 46 35 25
internal_value=0 0.000968909 0.00192795 0.00127037 0.00195732 0.00197282 0.000654925 0.00198568 0.00167774 0.00128782 0.000547172 0.00205133 0.000718894 0.00188496 0.00154786 0.00120974 0.00203411 0.0019072 0.00109384 0.00187729 0.00189354 0.00207057 0.00207897 0.000556631 0.00193559 0.0010003 0.00122132 0.00186875 0.000290473 0.000150173
internal_weight=0 590 2531 301 2420 2375 289 2334 120 111 242 1413 145 921 57 47 1355 864 83 751 719 110 931 102 424 181 53 91 97 60
internal_count=3121 590 2531 301 2420 2375 289 2334 120 111 242 1413 145 921 57 47 1355 864 83 751 719 110 931 102 424 181 53 91 97 60
is_linear=0
shrinkage=0.00170698


Tree=2432
num_leaves=31
num_cat=0
split_feature=1 4 123 2 150 44 3 0 2 0 0 4 1451 13 3 401 12 1 51 16 16 49 49 1 149 1444 481 159 131 131
split_gain=5.06551 0.96932 0.673073 0.568662 0.56603 0.524954 0.552254 0.61081 0.528485 0.458138 0.483511 0.426788 0.368708 0.332158 0.536515 0.497371 0.399716 0.325475 0.317075 0.361074 0.531284 0.540645 0.509327 0.496839 0.482009 0.53409 0.478373 0.464406 0.488892 0.51124
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.25063000000000007 0.084680000000000019 0.081805000000000017 0.10893000000000001 -0.10836499999999999 0.15109000000000003 -0.026509999999999995 -0.13843999999999998 0.042705000000000007 0.089825000000000002 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.12529499999999996 0.13501500000000002 -0.22411499999999998 -0.0073349999999999986 -0.0083599999999999976 -0.014169999999999999 -0.086009999999999989 0.085760000000000017 0.079000000000000015 -0.078379999999999991 -0.081539999999999987 0.13685500000000003 1.0000000180025095e-35 0.098515000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 13 9 6 8 -8 11 10 -2 12 18 14 -3 16 -16 -18 -1 20 21 22 -20 -24 25 -21 -27 28 -23 -30
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 19 24 -22 27 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0025882785451371154 0.00083163508806528646 0.0018625393653249462 0.001289154753352158 -0.0005744979810306959 0.00077928557125 0.0030799446483600708 0.00018530542048109032 0.0019036122558868177 0.00057951840858470221 0.00072278665803191086 0.0020141026247219433 0.0016685635738651057 0.0030350162359124972 -8.2652941464284144e-05 0.0018225950021199884 -0.00054011766772733144 0.0010152986385203225 0.00019547857499374938 0.0023686125345741289 0.00040007345085237272 0.0031705127928316284 0.0020116895972126566 0.001788351866347416 0.0003128212691172212 0.0030795257026512641 0.0026628612460350178 0.0017291132562839884 0.00079477175552122663 0.0029572834845018416 0.0020947715371613827
leaf_weight=60 30 34 120 24 82 28 27 32 20 34 133 322 24 28 26 20 86 57 27 20 29 997 30 35 20 42 516 20 86 112
leaf_count=60 30 34 120 24 82 28 27 32 20 34 133 322 24 28 26 20 86 57 27 20 29 997 30 35 20 42 516 20 86 112
internal_value=0 0.00101727 0.00190436 0.00066279 0.00136667 0.00193453 0.00192128 0.00111727 0.00194138 0.00161116 0.00179647 0.00195302 0.0019984 0.000781096 0.000889549 0.000714514 0.000862991 0.000688517 0.00198593 0.00196724 0.00204415 0.00201916 0.0013973 0.000993835 0.00179541 0.00175098 0.0017994 0.00206625 0.00208753 0.0024694
internal_weight=0 554 2567 275 279 2447 2419 59 2360 197 163 2340 2018 251 223 189 169 143 1994 1934 1336 1307 92 65 598 578 558 1215 1195 198
internal_count=3121 554 2567 275 279 2447 2419 59 2360 197 163 2340 2018 251 223 189 169 143 1994 1934 1336 1307 92 65 598 578 558 1215 1195 198
is_linear=0
shrinkage=0.00841354


Tree=2433
num_leaves=31
num_cat=0
split_feature=1 1 12 12 4 1 2 47 4 2 14 2 4 11 1 4 1 12 2 15 1 47 2 133 15 16 1375 4 3 52
split_gain=126.786 16.0984 13.7526 9.07077 8.80787 6.51018 5.52448 4.51218 4.45783 4.01332 2.67432 2.49897 2.48628 2.07283 2.47309 2.99784 2.00852 1.58546 1.46015 1.48898 1.34085 1.3221 1.16848 2.31814 1.13489 1.21341 1.1209 1.18374 2.07488 1.081
threshold=0.10752500000000002 0.12408500000000001 -0.010834999999999999 0.085055000000000006 0.36766000000000004 0.09253500000000002 0.13754500000000003 0.12958500000000003 0.40124500000000002 0.089885000000000007 0.062655000000000016 0.14838000000000004 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.14089500000000002 0.095780000000000018 0.094835000000000017 -0.052074999999999989 0.086920000000000011 0.10350500000000001 0.10981000000000002 0.085635000000000003 0.040760000000000005 0.38525000000000004 0.083830000000000002 -0.49013999999999996 -0.10217499999999997 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 22 6 18 9 11 21 10 20 12 -3 14 17 -16 -9 26 -1 -20 29 -5 23 -2 25 -15 27 -11 -29 -4
right_child=1 7 4 8 -6 -7 -8 16 -10 13 -12 -13 -14 24 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020379316216868957 0.0016374845898870464 0.0011185070784413538 0.0020433672222622771 0.0020512331341567512 0.0012161682694950069 0.0011358180704386333 0.0013065496781434157 0.0015276686662724012 0.0010938273413643913 0.0022940547829827418 0.0023598672367482398 0.00042572047733256403 0.00065451731294327326 0.0016735240568030117 0.0018914402648020651 0.0012036172552149411 0.00082795708293742271 0.0017782987916887556 0.0018025319335948022 0.0012357789792352919 0.001918496815642223 0.001647777592446842 0.00098533876227545813 0.00093737223488443982 0.0024536353186060352 0.0021362223465676098 0.0022977276482340873 0.001456731115565363 0.001931225403748035 0.0016905783757895868
leaf_weight=35 26 45 901 45 47 90 37 27 29 22 60 82 115 22 35 36 20 300 37 20 406 46 128 27 20 57 23 28 330 25
leaf_count=35 26 45 901 45 47 90 37 27 29 22 60 82 115 22 35 36 20 300 37 20 406 46 128 27 20 57 23 28 330 25
internal_value=0 0.00103754 0.00189901 0.00130841 0.00193334 0.00145583 0.00194799 0.000755424 0.0016652 0.00195847 0.00201425 0.00066327 0.000785014 0.00186951 0.00184035 0.00154268 0.00122992 0.00187041 0.00176888 0.00160367 0.00199868 0.00184729 0.00107186 0.00128082 0.00209752 0.00200737 0.00193898 0.00191727 0.00189411 0.00203384
internal_weight=0 590 2531 301 2349 182 2302 289 120 2265 1392 242 160 873 774 71 47 703 92 57 1332 91 181 53 99 79 403 380 358 926
internal_count=3121 590 2531 301 2349 182 2302 289 120 2265 1392 242 160 873 774 71 47 703 92 57 1332 91 181 53 99 79 403 380 358 926
is_linear=0
shrinkage=0.00167351


Tree=2434
num_leaves=31
num_cat=0
split_feature=1 2 12 16 30 16 16 2 3 33 2 12 12 12 4 401 1446 160 3 2 48 12 0 51 1374 130 13 12 15 52
split_gain=4.8246 1.20773 0.865546 0.665661 0.635853 0.56888 0.569922 0.664171 0.546897 0.469625 0.483071 0.460182 0.440971 0.423472 0.400388 0.407929 0.422734 0.46456 0.669303 0.712292 0.660508 0.599835 0.603775 0.44921 0.427796 0.444572 0.47371 0.419578 0.418519 0.472045
threshold=0.11829500000000003 0.10060500000000001 0.087505000000000013 0.52822500000000006 0.086065000000000016 -0.015314999999999997 0.0065250000000000004 0.11362000000000001 0.31370500000000007 0.083840000000000012 -0.0091949999999999983 -0.42850999999999995 0.097145000000000023 -0.010834999999999999 -0.082249999999999976 0.080190000000000011 0.037915000000000011 0.055845000000000006 0.092670000000000016 0.096325000000000008 0.084670000000000009 0.080890000000000017 -0.11242999999999999 -0.13782999999999998 0.088460000000000011 0.085620000000000016 -0.0013449999999999996 0.097325000000000009 -0.079249999999999987 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 -3 -7 -8 -2 10 13 -10 -4 -1 -12 16 17 18 19 21 -19 -16 -23 -24 25 28 -27 -21 -25 -30
right_child=8 2 12 -5 -6 6 7 -9 11 -11 14 -13 -14 -15 15 -17 -18 20 -20 27 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00038295963635412509 0.0010954654887249493 0.0015281507377539205 0.0023853115392364712 0.0029620236586863449 0.00073814695681242418 -0.00029855730812790483 0.0020834580406270922 0.0001965078130546969 0.0011140571333056299 0.0035525808404464339 0.0024034016286362935 -0.0002833794094896728 0.0017251527830055998 0.0019881830674892309 0.0028749889609880142 0.0025414905593210998 0.0025258988794345386 0.0027978591116459488 0.00022254626427252024 0.00037658541853463195 0.0016063581452041922 0.00045466452914028115 0.0030454800458582887 0.0022123992398633214 0.0032972067908182486 0.0032774407938108039 0.0016148229718335001 0.0019226976029636032 0.00084207227298862381 0.001777566740625859
leaf_weight=25 275 158 151 20 28 38 34 33 34 22 551 56 228 36 66 168 145 128 21 40 62 24 34 173 20 40 25 26 55 405
leaf_count=25 275 158 151 20 28 38 34 33 34 22 551 56 228 36 66 168 145 128 21 40 62 24 34 173 20 40 25 26 55 405
internal_value=0 0.00204488 0.00169212 0.00129564 0.00215641 0.00116892 0.000628354 0.00115406 0.000885649 0.00217563 0.00216081 0.000244541 0.00198817 0.0013303 0.00218635 0.00210284 0.00204454 0.00198216 0.00189486 0.00193353 0.00240905 0.00200783 0.00193408 0.00198129 0.0019309 0.00189175 0.00263797 0.00098566 0.00181512 0.00166571
internal_weight=0 2756 662 283 2094 263 105 67 365 2066 2044 90 379 61 1983 1432 1264 1119 929 908 190 842 776 752 718 698 65 66 633 460
internal_count=3121 2756 662 283 2094 263 105 67 365 2066 2044 90 379 61 1983 1432 1264 1119 929 908 190 842 776 752 718 698 65 66 633 460
is_linear=0
shrinkage=0.00947501


Tree=2435
num_leaves=31
num_cat=0
split_feature=1 2 124 16 52 157 13 12 0 0 34 13 4 1 14 11 160 15 11 2 4 4 4 16 1 3 13 16 48 3
split_gain=3.91897 1.07188 0.659965 0.651888 0.904244 0.747172 0.458041 0.878674 0.655739 0.612673 0.582139 0.479629 0.546933 0.447053 0.429156 0.630894 0.409255 0.389646 0.44601 0.388966 0.379548 0.65992 0.783661 0.577611 0.626998 0.37003 0.365789 0.365445 0.346737 0.400109
threshold=0.12000500000000001 0.10527500000000002 -0.083859999999999976 0.40020000000000006 0.086450000000000013 -0.078754999999999978 -0.072819999999999982 0.097825000000000009 -0.10324499999999999 -0.13455999999999999 -0.028109999999999996 0.10935500000000002 -0.013125 0.14262000000000002 0.076175000000000007 0.095165000000000013 0.092070000000000013 -0.07490999999999999 0.090070000000000025 0.13404500000000005 -0.49013999999999996 -0.14098499999999997 -0.17966999999999997 0.19444000000000003 0.085345000000000018 -0.074479999999999977 -0.0093149999999999986 0.51222500000000004 -0.091869999999999993 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 5 -3 7 8 9 -2 -8 12 -12 -10 15 20 -7 -5 27 -6 23 22 -22 -4 -25 -14 -1 -19 -23 -30
right_child=6 3 14 17 19 16 10 -9 13 -11 11 -13 25 -15 -16 -17 -18 18 -20 -21 21 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0016955023444729833 0.00066039100323570963 -0.00079833419404723525 0.0040881545811848365 0.0033694385828938116 0.0023224596591157384 0.0010198114684103674 -0.00023509369548069812 -0.00153834590381861 0.00068225038276759564 0.0029300960741993945 0.0032085475097330591 0.0005355836212532168 0.0026170373423234795 -0.00086448912908041809 0.0028446330784092579 0.00027976599346638941 0.002318840909912565 0.0005536908661012399 0.0030261829231637031 0.00079342598614383223 0.0019929101531193268 0.0034546933605841567 -0.0005902959755252268 0.0010251359434224462 0.0031033769064091874 0.0010027865530474469 0.00032732144437363537 0.0019577138823961638 0.002123023972192206 0.0012352313120623526
leaf_weight=61 29 22 25 23 105 212 26 21 61 22 23 44 20 29 83 20 29 26 30 21 30 20 21 26 37 59 31 78 1832 55
leaf_count=61 29 22 25 23 105 212 26 21 61 22 23 44 20 29 83 20 29 26 30 21 30 20 21 26 37 59 31 78 1832 55
internal_value=0 0.00198584 0.00208512 0.00157836 0.00135322 0.00101096 0.00081021 0.00041886 0.000710358 0.00163948 0.00117881 0.0014306 0.00181668 0.000183857 0.00212154 0.00209249 0.00117613 0.00213618 0.0019245 0.00206762 0.00211021 0.00208059 0.000929237 0.00276912 0.00224569 0.00141146 0.00123448 0.00160671 0.00211139 0.00209715
internal_weight=0 2787 2241 546 389 263 334 162 141 51 172 146 102 90 2149 2066 241 157 134 126 2046 1958 51 88 63 79 92 104 1907 1887
internal_count=3121 2787 2241 546 389 263 334 162 141 51 172 146 102 90 2149 2066 241 157 134 126 2046 1958 51 88 63 79 92 104 1907 1887
is_linear=0
shrinkage=0.0102561


Tree=2436
num_leaves=31
num_cat=0
split_feature=4 2 3 149 2 9 14 4 3 0 12 0 1447 1212 130 1447 160 480 160 2 1 12 49 130 402 15 0 403 16 39
split_gain=3.22757 1.16306 0.982084 0.771866 0.614806 0.559036 0.515469 0.418586 0.471735 0.585807 0.454611 0.501903 0.591467 0.520909 0.623102 0.51521 0.430439 0.410303 0.406076 0.384195 1.13864 0.833909 0.707616 0.461498 0.40018 0.528831 0.555647 0.500227 0.728566 0.461383
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 0.25063000000000007 -1.0000000180025095e-35 -0.23960999999999996 -0.082249999999999976 0.11296500000000002 -0.019414999999999998 0.11650500000000001 -0.086934999999999985 -0.085804999999999979 0.090465000000000018 -1.0000000180025095e-35 -0.083679999999999991 -0.54913999999999985 -0.095389999999999989 0.079055000000000014 0.087675000000000017 0.083345000000000016 0.082480000000000012 -0.061079999999999988 -0.037219999999999996 0.081585000000000019 0.090750000000000011 -0.085669999999999982 -0.019354999999999994 -0.083539999999999989 0.082735000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 18 -7 10 9 16 11 -8 -13 15 -15 -14 -9 -18 -1 23 -21 22 -22 -19 27 26 -26 28 -25 -29
right_child=3 -3 -4 -5 -6 6 7 8 -10 -11 -12 12 13 14 -16 -17 17 19 -20 20 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-4.5341561537346981e-05 0.00067291295390768755 -0.00011297445303675357 0.00052576836923531921 0.0022012353486256355 -0.00096770107336917083 0.0032015668725192052 0.0024984110950021505 0.0026503264075222852 0.00043900936413321839 0.00034340240462088945 0.00050125592567913169 0.00026978527660355574 0.003198460507354694 0.0021411358557242317 0.00021315481039943629 0.0019156041952988383 0.00030702431830736103 0.0030885738964734274 0.0017223631174384287 0.0016703531485298636 0.001787841474463981 -0.0010691950763924952 0.00024618657648972685 8.6418905687880607e-05 0.0021199006511939682 0.0010207694674179305 0.0037595761490330838 0.0018739233379061737 0.0016317565518572945 0.00044283535290595846
leaf_weight=28 302 33 65 28 22 21 123 40 29 30 20 21 30 27 34 445 20 25 20 826 55 20 52 39 55 22 28 548 92 21
leaf_count=28 302 33 65 28 22 21 123 40 29 30 20 21 30 27 34 445 20 25 20 826 55 20 52 39 55 22 28 548 92 21
internal_value=0 0.00165518 0.00167651 0.000691946 0.000561513 0.00170451 0.00172305 0.00171112 0.00163821 0.00165678 0.00190922 0.00195063 0.00182966 0.00189078 0.00106652 0.00199663 0.00167816 0.00165659 0.000691202 0.00167173 0.00154193 0.000706686 0.00103863 0.00182077 0.00178139 0.00232685 0.00267304 0.00169957 0.00117169 0.00182111
internal_weight=0 2769 2736 352 324 2671 2623 2602 1902 1873 700 680 557 536 61 475 1843 1803 48 1783 953 127 107 830 805 105 83 700 131 569
internal_count=3121 2769 2736 352 324 2671 2623 2602 1902 1873 700 680 557 536 61 475 1843 1803 48 1783 953 127 107 830 805 105 83 700 131 569
is_linear=0
shrinkage=0.00947501


Tree=2437
num_leaves=31
num_cat=0
split_feature=1 2 16 3 3 52 2 484 97 147 11 11 52 4 0 1424 51 16 13 52 1 2 51 3 4 42 13 16 158 51
split_gain=2.63088 0.686189 0.532154 0.997932 1.22838 0.725967 0.511209 0.479565 0.456215 0.438166 0.401271 0.602657 0.454026 0.370733 0.449333 0.354831 0.351437 0.725374 0.353772 0.360866 0.329532 0.325225 0.314496 0.30637 0.453219 0.304008 0.331913 0.337623 0.281597 0.381329
threshold=0.12000500000000001 0.10060500000000001 0.40020000000000006 -0.10217499999999997 -0.14477499999999996 0.029970000000000007 0.11548000000000001 0.08764000000000001 -0.083924999999999986 0.094075000000000006 0.080455000000000013 0.085155000000000022 -0.046924999999999988 0.40124500000000002 0.024095000000000002 1.0000000180025095e-35 -0.063174999999999995 -0.40995499999999996 -0.076599999999999988 0.048770000000000008 0.13604000000000002 0.14530500000000005 0.012085000000000002 -0.072624999999999981 -0.025314999999999994 0.11275500000000001 -0.08971999999999998 -0.078844999999999985 0.080150000000000013 -0.090529999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 7 -3 9 -1 -5 15 -12 -13 21 16 28 -15 18 19 20 -18 22 -2 -4 -25 26 -7 -28 29 -10
right_child=13 2 23 5 -6 25 -8 -9 10 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00051490938210063642 0.0017500012957793443 0.0019922866722656809 0.0021003200754816805 0.00072889487355472639 -0.002142615822931862 0.0010674145250805201 9.0856763460133565e-06 0.0025270263469514918 0.0011312355230614225 0.002314782620283163 0.0037220379054273708 0.0028814442475339572 0.00070363822651121335 -0.00044801594611151754 -0.00085303795297739259 0.0031138876029436322 0.00033104567458384503 0.0024899068813236096 0.0012076845452952166 0.0010840280507046331 -0.0015452291057084318 0.00029459972352395016 0.00054113041647163834 0.0022353264635121004 8.2098746626219183e-05 0.00088657197323175122 0.0029001806942184796 0.0017971634963655379 0.0020700313767828592 0.0017137367563650322
leaf_weight=33 72 25 132 207 20 29 33 21 133 21 28 20 22 30 29 20 20 23 39 20 21 45 35 20 23 28 57 65 216 1634
leaf_count=33 72 25 132 207 20 29 33 21 133 21 28 20 22 30 29 20 20 23 39 20 21 45 35 20 23 28 57 65 216 1634
internal_value=0 0.0016419 0.00135324 0.00118126 9.30087e-05 0.00137959 0.000863914 0.00101429 0.00173524 0.000874963 0.00175467 0.00253323 0.00174069 0.000659393 0.000340883 0.00172746 0.000567181 0.00081479 0.000429514 -6.80055e-05 -0.000629973 0.00104077 0.00135458 0.0018505 0.0010836 0.00188774 0.00207338 0.00231251 0.00171348 0.00166989
internal_weight=0 2787 681 506 78 428 58 249 2106 228 2073 70 42 334 182 2003 153 123 100 61 41 152 107 175 43 179 151 122 1983 1767
internal_count=3121 2787 681 506 78 428 58 249 2106 228 2073 70 42 334 182 2003 153 123 100 61 41 152 107 175 43 179 151 122 1983 1767
is_linear=0
shrinkage=0.0104612


Tree=2438
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 44 1 1375 0 157 15 0 15 11 2 1454 1447 13 1456 12 157 403 400 1446 3 50 3 13 12 16
split_gain=2.15623 0.815713 0.725997 0.459963 0.417697 0.438364 0.366801 0.333739 0.415761 0.323851 0.335736 0.442938 0.813347 0.491931 0.432095 0.424433 0.483748 0.552658 0.491383 0.405939 0.549293 0.418666 0.400573 0.400919 0.404828 0.517998 0.387108 0.444657 0.343143 0.325622
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.085655000000000009 0.081805000000000017 0.08592000000000001 -0.24191999999999997 -0.23051499999999997 -0.50331999999999988 0.083195000000000005 -0.11173999999999999 -0.015039999999999998 0.096970000000000015 0.085730000000000015 0.088250000000000009 -0.085684999999999997 -0.082574999999999982 0.08814000000000001 0.091625000000000012 -0.078064999999999982 0.092070000000000013 -0.054869999999999995 0.091725000000000015 -0.074084999999999998 1.0000000180025095e-35 -0.12711499999999995 0.0036400000000000004 0.097575000000000009 -0.14322499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 -2 -1 -9 -10 11 12 14 19 -11 16 17 -12 26 21 -21 -13 -22 24 25 -24 29 -28 -26 -18
right_child=3 -3 -4 -5 -6 -7 -8 8 9 10 15 13 -14 -15 -16 -17 18 -19 -20 20 22 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=0.00045062513521746517 0.0018409065724003875 0.00036198585858355776 -0.0003057410348961811 -0.00069948962151183361 0.00029149714373130327 0.0024218458231368722 0.00057597998337138477 0.0024363522756851576 0.0023440244804680322 0.0022968423982771984 0.0034277829440364309 0.0014533732901068715 -0.00051424200020925832 -0.00013799425190216548 0.00089911681408682252 0.00032266713200396343 0.003256181563664029 0.0013427790635664797 1.1975637601617171e-05 0.00016477905963700759 -6.0278536263227442e-05 0.0027512012250868064 0.0015093489312553931 0.00029972177308903335 -0.00011294555958541006 0.0030751469737275304 0.0015573250210668009 0.00098951058185056543 0.001205073409621822 0.0017150198065449657
leaf_weight=34 22 74 23 24 31 37 319 34 31 24 25 749 33 20 115 27 20 21 20 47 20 23 196 32 21 21 785 147 114 32
leaf_count=34 22 74 23 24 31 37 319 34 31 24 25 749 33 20 115 27 20 21 20 47 20 23 196 32 21 21 785 147 114 32
internal_value=0 0.00134333 0.00137041 0.000568356 0.00138491 0.0013978 0.000657588 0.00138318 0.00139558 0.00138156 0.00136958 0.00127364 0.000822981 0.00133599 0.00114045 0.00149564 0.0015258 0.00247593 0.00148227 0.0013601 0.00113425 0.00149204 0.00124704 0.00131513 0.00140743 0.00166088 0.00151216 0.00146777 0.00100005 0.00230777
internal_weight=0 2756 2682 365 2659 2628 341 2591 2557 2523 2492 1415 172 1243 139 1077 1050 46 1004 1223 451 772 404 384 352 217 984 932 135 52
internal_count=3121 2756 2682 365 2659 2628 341 2591 2557 2523 2492 1415 172 1243 139 1077 1050 46 1004 1223 451 772 404 384 352 217 984 932 135 52
is_linear=0
shrinkage=0.00947501


Tree=2439
num_leaves=31
num_cat=0
split_feature=1 97 33 1 4 457 0 51 52 156 0 483 0 0 39 0 376 1455 1453 456 12 42 49 159 52 3 0 150 1429 160
split_gain=1.79545 0.499754 0.528489 0.498835 0.642846 0.503171 0.538101 0.424673 0.33958 0.32814 0.781273 0.417813 0.365379 0.796586 0.520559 0.392729 0.300019 0.299002 0.433518 0.301006 0.457106 0.432322 0.465825 0.336011 0.621469 0.537202 0.557621 0.453676 0.427221 1.34757
threshold=0.12000500000000001 -0.0047149999999999996 0.083840000000000012 0.096325000000000008 -0.16363499999999997 0.083415000000000017 -0.23091999999999999 -0.12794499999999998 0.51734000000000002 0.10339000000000002 0.024095000000000002 0.097985000000000017 -0.13027499999999997 -0.10474999999999998 0.090880000000000016 -0.082084999999999977 0.083705000000000016 -0.23681499999999997 -0.13306499999999996 0.077935000000000018 0.084225000000000008 0.087550000000000017 -0.0083799999999999986 -0.085489999999999997 0.26746000000000009 -0.070649999999999977 -0.082974999999999979 0.10980500000000001 0.084770000000000012 -0.063384999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 17 -5 7 -7 -6 -9 10 11 12 14 -14 -2 -15 -1 -3 -19 23 -21 22 -22 -20 27 26 -26 28 -25 -30
right_child=9 2 -4 4 5 6 -8 8 -10 -11 -12 -13 13 15 -16 -17 -18 18 19 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00062752414434863804 -0.00090536832692879961 0.0019628916684094515 0.002597053946602593 0.0015805019657250514 0.0019499489426517316 0.001194872370014866 -0.00054225481933122238 0.0007107003694402955 0.001911655065401081 0.0013346585791133706 -0.00087909953760392421 0.0017631785042796664 0.0020931342819041389 -0.00044171580109988865 0.00085724643442116482 0.00061120770697141848 0.00091898788404973578 -0.00012457854834343164 0.0015095835672059403 0.0021233012741021288 -0.00019185014362007853 0.0018782024824480891 0.0015811930023413006 0.0012168653667052403 0.00067273442754157238 0.0015441718704872884 -0.0011531750371173654 0.00026761094012715353 -0.00053787189285344318 0.0018532222822641032
leaf_weight=20 34 40 20 88 27 21 44 305 20 30 36 20 25 36 22 131 20 20 205 68 27 36 21 1610 30 21 24 44 42 34
leaf_count=20 34 40 20 88 27 21 44 305 20 30 36 20 25 36 22 131 20 20 205 68 27 36 21 1610 30 21 24 44 42 34
internal_value=0 0.00113654 0.00115096 0.00114036 0.000887055 0.000740716 1.89709e-05 0.000873992 0.000784605 0.000443795 0.000355881 0.000521773 0.00042166 0.000606744 -0.000212913 0.00038423 0.000145732 0.00119793 0.0011839 0.00119601 0.00157911 0.00113858 0.000583856 0.00116704 0.00112813 0.000332446 -0.000138781 0.00116263 0.00118599 0.000531828
internal_weight=0 2787 2747 2727 505 417 65 352 325 334 304 268 248 192 56 167 40 2222 2182 2162 152 84 48 2010 1805 75 54 1730 1686 76
internal_count=3121 2787 2747 2727 505 417 65 352 325 334 304 268 248 192 56 167 40 2222 2182 2162 152 84 48 2010 1805 75 54 1730 1686 76
is_linear=0
shrinkage=0.00892851


Tree=2440
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 4 4 50 0 3 12 96 47 133 4 3 4 4 16 12 50 130 13 52 48 3 1 49 16
split_gain=68.0714 8.46859 7.40482 6.41939 4.36643 2.79151 2.70633 2.67292 2.35006 1.96605 1.81544 1.79241 1.7558 1.33906 1.28887 1.20867 1.91295 1.19594 1.12968 1.27636 1.12926 1.08325 1.05584 1.67808 1.62844 1.0189 1.13242 0.874254 0.992933 0.833337
threshold=0.10752500000000002 0.13754500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.053180000000000012 0.40124500000000002 -0.16363499999999997 0.041865000000000006 -0.079119999999999982 -0.11171999999999999 0.13597000000000004 0.086110000000000006 0.077555000000000013 0.089980000000000018 -0.046564999999999988 0.092670000000000016 -0.085594999999999991 0.27834500000000006 -0.44310499999999992 0.093765000000000015 0.089465000000000017 -0.076894999999999977 -0.0025349999999999995 -1.0000000180025095e-35 0.093265000000000015 -0.14186499999999996 0.10124500000000002 -0.061079999999999988 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 10 9 20 -6 -3 17 -1 21 14 15 22 -12 29 -4 19 -7 -5 25 -2 -24 -25 26 -11 28 -9 -17
right_child=1 8 5 6 7 18 -8 27 -10 11 13 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00089929641484498004 0.00048917513855804829 0.00035533574590739284 0.001500270634386157 0.0015154451848214982 0.0013641408776588933 0.0014034800068200559 0.00077199635788184379 0.001207328234687059 0.00077168910609789587 0.0014773979512801784 0.0014406000009437715 0.00090174393671499473 0.00039874497453406508 0.0015954149513644493 0.00045605542396999336 0.0011546627348461708 0.00078336988616848594 0.0013811347490631811 0.00086984287309477726 0.001156482714329405 0.0011468982896095457 0.0014406706320972207 0.00072338615596609823 0.0012443993976444978 0.00082289966018548688 0.0010135922211588363 0.0012685733809248824 0.00078327017157870348 0.00085670283155721933 0.0014365683772164946
leaf_weight=26 21 119 227 23 31 66 40 31 40 68 58 24 32 32 26 57 22 1032 21 154 91 122 115 35 48 29 366 84 42 39
leaf_count=26 21 119 227 23 31 66 40 31 40 68 58 24 32 32 26 57 22 1032 21 154 91 122 115 35 48 29 366 84 42 39
internal_value=0 0.0007532 0.00131371 0.000861335 0.00113402 0.00134967 0.00110456 0.000965382 0.000460079 0.00136909 0.00126951 0.00129977 0.00072611 0.00131579 0.000768868 0.00126495 0.00117861 0.00140262 0.00119915 0.00123058 0.00122125 0.0013161 0.000806006 0.000839609 0.00100064 0.00128327 0.00130129 0.000886646 0.0010056 0.00126919
internal_weight=0 590 2531 431 422 2109 154 188 159 1868 234 609 277 208 245 176 118 1259 241 220 114 585 219 198 83 463 434 157 73 96
internal_count=3121 590 2531 431 422 2109 154 188 159 1868 234 609 277 208 245 176 118 1259 241 220 114 585 219 198 83 463 434 157 73 96
is_linear=0
shrinkage=0.00148603


Tree=2441
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 1 2 47 1 11 1 4 48 13 1 13 0 14 11 43 52 2 43 4 3 1375 43
split_gain=99.0314 12.8655 10.4391 8.99234 7.30303 5.39071 4.33701 3.4599 3.14618 3.03745 2.03514 1.96312 1.85536 2.849 3.53383 1.98521 1.81952 1.75384 1.71469 1.62293 1.37957 1.26305 1.18607 1.14265 1.12566 1.07533 1.01012 1.56913 1.12411 0.939281
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.14285500000000004 0.077845000000000011 0.089885000000000007 0.10019500000000002 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090390000000000012 -0.00096999999999999983 0.15471500000000002 -0.10278499999999999 -0.063634999999999983 -0.46885499999999997 0.084110000000000004 -0.14792499999999997 -0.52606999999999993 -1.0000000180025095e-35 -0.079914999999999986 -0.49013999999999996 -0.11171999999999999 0.08376500000000002 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 5 9 20 10 -4 11 16 18 13 26 -15 -16 -5 -8 -1 -12 -3 -22 -14 -2 -13 -10 -11 29 -29 -28
right_child=1 6 8 7 -6 -7 17 -9 25 12 19 24 22 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0021189967315830838 0.0018704798019600199 0.0013281595637629996 0.0016964315093532117 0.00084348440273491446 0.0010806353415457894 0.0011580618721196147 0.00062177667439680933 0.00058873774761531664 0.0011725746301043929 0.0019747733677316645 0.0016457448177463767 0.0013248382357061064 0.0015460724390616585 0.001734833907546363 0.00065545378534134606 0.0013864779845354225 0.0013057913490477152 0.00020274314109601323 0.0018196797809560529 0.0010338103607707041 0.00077779746707909458 0.0012237358644879715 0.0019836253827763503 0.0014841034003733537 0.0017068135224435402 0.00074945573126518371 0.0016145206714018032 0.001682846834949568 0.0020374321535726295 0.0011238033118163879
leaf_weight=54 28 20 28 75 45 41 116 44 61 32 28 23 21 35 20 20 33 35 1122 20 92 21 81 78 214 22 21 645 25 21
leaf_count=54 28 20 28 75 45 41 116 44 61 32 28 23 21 35 20 20 33 35 1122 20 92 21 81 78 214 22 21 645 25 21
internal_value=0 0.000966421 0.00171285 0.00119983 0.00173542 0.00174783 0.000714934 0.00099507 0.00122086 0.00175819 0.00110968 0.00180597 0.00168487 0.00165889 0.0013541 0.00102097 0.000984745 0.00052465 0.00183342 0.00139077 0.00093097 0.000860671 0.00189354 0.00158617 0.00166974 0.00106042 0.00168961 0.00167679 0.00169608 0.00136916
internal_weight=0 590 2531 306 2420 2375 284 200 111 2334 156 1413 921 819 75 40 108 151 1176 48 133 113 102 106 237 83 744 712 670 42
internal_count=3121 590 2531 306 2420 2375 284 200 111 2334 156 1413 921 819 75 40 108 151 1176 48 133 113 102 106 237 83 744 712 670 42
is_linear=0
shrinkage=0.0016407


Tree=2442
num_leaves=31
num_cat=0
split_feature=4 3 2 3 149 49 151 1 106 44 48 15 400 2 15 3 41 1211 1209 39 3 43 4 48 484 52 3 1375 4 1454
split_gain=2.1338 0.785974 0.679049 0.466541 0.373188 0.416917 0.431556 0.430083 0.372629 0.370106 0.361195 0.285654 0.359448 0.515324 0.356966 0.355734 0.345701 0.738306 0.48659 0.405582 0.453639 0.417363 0.708429 0.399113 0.358249 0.703718 0.383763 0.704504 0.371723 0.334676
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.63141500000000017 0.07770500000000001 -0.046019999999999998 -0.081864999999999979 0.095950000000000021 0.085655000000000009 0.081805000000000017 0.14505500000000002 0.083195000000000005 -0.077004999999999976 0.090310000000000015 0.081070000000000017 -0.15447499999999995 0.085095000000000018 0.077345000000000011 0.086895000000000014 -1.0000000180025095e-35 -0.079594999999999985 -0.50775499999999985 -0.51843499999999987 0.10990500000000002 0.10948000000000001 0.51358000000000004 -0.0037349999999999996 -0.012484999999999998 0.018150000000000003 0.08950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -2 -7 9 10 11 12 13 -1 16 -13 17 18 19 -14 21 -21 -23 24 25 26 -22 -28 -29 -17
right_child=3 -3 -4 -5 -6 7 -8 -9 -10 -11 -12 15 14 -15 -16 29 -18 -19 -20 20 23 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013331409001044185 0.00066992528625624693 0.0004034737720260954 -0.00024032775414125403 -0.00083539097559256624 0.0017523798391923084 0.0019580248882703983 -0.0013377726914821685 0.00060430122156736484 0.00037404970234363979 0.0023996302396574686 0.00019309319117982919 0.0026126380495823929 0.0027849040640128349 -0.00065665757322783699 9.62396009302807e-05 0.0015550954112626232 0.00057228435917892396 0.0031802461744575229 -3.0125174640103205e-05 0.0001851020499448662 0.00097471663953954647 0.003393748008795096 0.0015481987786073795 0.0021868857830076079 0.0022229505723125684 -0.00065207789726383185 -5.8314044659060064e-05 0.0015554278759466083 0.0028209550733493275 0.00044473018052672563
leaf_weight=31 20 74 23 20 28 24 20 253 31 37 22 29 20 20 20 1021 46 22 22 20 351 20 678 36 27 21 22 110 27 26
leaf_count=31 20 74 23 20 28 24 20 253 31 37 22 29 20 20 20 1021 46 22 22 20 351 20 678 36 27 21 22 110 27 26
internal_value=0 0.00138603 0.00141314 0.000599679 0.000682871 0.000588403 -0.000333924 0.000721591 0.00142744 0.00143987 0.00142616 0.00143672 0.00135021 0.000552828 0.00137841 0.00155677 0.00139644 0.00142399 0.00139546 0.001419 0.00139818 0.00156164 0.00160108 0.00120061 0.00113697 0.00108175 0.00115315 0.00154704 0.00180484 0.00152752
internal_weight=0 2756 2682 365 345 317 40 277 2659 2628 2591 2569 1493 51 1442 1076 1422 1376 1354 1332 1312 718 698 594 558 531 510 159 137 1047
internal_count=3121 2756 2682 365 345 317 40 277 2659 2628 2591 2569 1493 51 1442 1076 1422 1376 1354 1332 1312 718 698 594 558 531 510 159 137 1047
is_linear=0
shrinkage=0.00966451


Tree=2443
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 4 2 4 15 14 0 15 16 47 47 49 1 4 3 16 151 3 4 160 16
split_gain=168.558 21.0362 17.3452 11.7378 10.3082 7.0053 6.4824 5.28304 5.06972 3.92906 3.29843 3.29484 2.77873 2.64052 2.3273 2.41969 2.36763 2.23999 2.09343 1.83872 2.03315 2.28829 1.83857 1.80941 1.80608 1.72381 1.65954 1.22612 1.19302 1.18114
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.09141500000000001 0.12958500000000003 -0.16363499999999997 0.40124500000000002 0.14838000000000004 0.033845000000000007 0.11389000000000002 0.42051500000000003 0.13592500000000005 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 -0.040964999999999994 0.077555000000000013 0.091680000000000011 -0.063424999999999981 0.10089500000000001 -0.059649999999999988 0.090900000000000009 -0.073849999999999985 -0.082829999999999973 -0.13927999999999999 -0.0070899999999999991 -1.0000000180025095e-35 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 14 9 -6 27 12 13 18 -3 24 15 16 -4 -8 22 20 21 -9 -1 29 -7 -22 -26 -5 -14 -24
right_child=1 6 5 8 7 10 17 19 -10 -11 -12 -13 28 -15 -16 -17 -18 -19 -20 -21 25 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00226318631869177 0.0011839638531346373 0.0011516717328044111 0.0022680619744727621 0.0022452321626196185 0.0021665274154527734 0.0022677828797863686 0.0010164468477780412 0.0018733069523760373 0.0012495894074245101 0.00041259907718391381 0.001865916027720271 0.0014449922289378172 0.00098114577934556519 0.0015744607389413291 0.0026483546929650802 0.0022797887948553279 0.0015087223331171648 0.0017473015248235244 0.0025127184532532437 0.0017756571727033359 0.0014619790970635826 0.001194993414823458 0.0018851703944505432 0.0015217986328887128 0.0023387249757641079 0.00092246090624820728 0.0020452929330689045 0.0018566973776017169 0.00057912637883024822 0.0023007174591512924
leaf_weight=71 181 59 23 46 31 240 23 30 29 82 160 22 29 23 46 1154 23 24 33 31 27 26 53 25 63 43 377 45 72 30
leaf_count=71 181 59 23 46 31 240 23 30 29 82 160 22 29 23 46 1154 23 24 33 31 27 26 53 25 63 43 377 45 72 30
internal_value=0 0.00114341 0.00213671 0.00145305 0.001827 0.00219868 0.000820919 0.00153519 0.00185892 0.000710463 0.00208278 0.00206144 0.000863118 0.00213214 0.00227895 0.00226479 0.00188839 0.00138965 0.00212541 0.00141053 0.0013207 0.00155838 0.002054 0.00191649 0.002151 0.00113056 0.00208731 0.0020531 0.000694558 0.00203537
internal_weight=0 590 2531 301 422 2109 289 188 120 242 863 234 160 703 1246 1200 46 47 212 157 126 56 179 108 680 70 440 91 101 83
internal_count=3121 590 2531 301 422 2109 289 188 120 242 863 234 160 703 1246 1200 46 47 212 157 126 56 179 108 680 70 440 91 101 83
is_linear=0
shrinkage=0.00167351


Tree=2444
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 4 2 14 4 1 2 4 2 1 457 0 49 12 4 475 1 39 2 16 157 150 160 2 2 12
split_gain=132.919 16.5996 14.468 9.31924 8.83909 5.06219 4.517 4.26988 4.24605 3.87433 3.72101 4.27063 2.74675 2.31454 1.91573 1.56575 3.16156 1.89202 1.79134 1.48014 1.42164 1.35471 1.3476 1.29486 1.25661 1.15717 1.17632 1.12867 2.0068 1.08194
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.085055000000000006 0.27287000000000006 0.14285500000000004 0.076975000000000002 0.40124500000000002 0.09253500000000002 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.15471500000000002 0.080930000000000016 -0.11173999999999999 0.082865000000000008 0.09141500000000001 -0.51843499999999987 -0.069854999999999987 0.083135000000000014 0.087690000000000004 0.089885000000000007 -1.0000000180025095e-35 -0.08107499999999998 0.097210000000000005 -1.0000000180025095e-35 0.10981000000000002 -1.0000000180025095e-35 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 27 6 21 12 29 -4 11 14 23 25 19 16 20 18 -17 -5 -14 -3 -22 -1 -19 26 -7 28 -2 -6
right_child=1 5 9 10 8 13 -8 -9 -10 -11 -12 -13 15 -15 -16 17 -18 24 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014632005804472914 0.0011217730953209583 0.0015826096611359585 0.0019480975989576903 0.0022464373138052145 0.0023268966060249023 0.00096013128646485696 0.00066077342738176596 0.0025866905357940432 0.0012135748086029984 0.0012283106712531208 0.0013673178133047162 0.0013304701542851789 0.0020893526178247003 0.00023640948501704243 0.0014457810844211813 0.0027025578369945739 0.0024559954820962179 0.0016442106772433433 0.0022018953548857967 0.0019626814189125383 0.0018719721077080063 0.0010850701301098463 0.0013413728733429242 0.0020236911101328128 0.0020987226904782743 0.0011426338378280861 0.00056927601251422172 0.0010935384389468466 0.0018283086875025242 0.0018813086463942566
leaf_weight=26 32 45 34 69 23 34 42 72 29 77 39 34 37 35 20 23 32 20 1126 363 36 28 26 26 471 20 85 128 21 68
leaf_count=26 32 45 34 69 23 34 42 72 29 77 39 34 37 35 20 23 32 20 1126 363 36 28 26 26 471 20 85 128 21 68
internal_value=0 0.00113969 0.00207574 0.00210449 0.00143158 0.000835681 0.0011248 0.0021625 0.00180534 0.00144879 0.00189511 0.00193747 0.00214575 0.000644597 0.00198313 0.00215756 0.00197072 0.00217249 0.00221192 0.002008 0.00181387 0.00139177 0.00164946 0.00174345 0.00208021 0.000747378 0.000680949 0.00118378 0.00140172 0.00199393
internal_weight=0 590 2531 2420 301 289 115 1895 120 111 525 486 1823 174 452 1771 131 1640 1149 432 99 73 62 52 491 139 119 181 53 91
internal_count=3121 590 2531 2420 301 289 115 1895 120 111 525 486 1823 174 452 1771 131 1640 1149 432 99 73 62 52 491 139 119 181 53 91
is_linear=0
shrinkage=0.00177594


Tree=2445
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 4 0 0 2 14 43 2 15 0 52 15 1 4 15 0 3 16 2 12 3 15
split_gain=168.366 20.701 19.7886 16.0923 11.634 7.13232 6.97368 4.82717 4.50396 3.96305 3.23497 3.01782 3.78209 2.98995 2.67516 2.32182 2.10899 2.06911 2.04679 1.98122 1.72705 1.64443 3.08131 2.09086 1.57997 2.04347 1.53672 1.41492 1.31103 1.25895
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.090455000000000021 -0.17966999999999997 0.13082500000000002 0.033845000000000007 -0.23194499999999998 -0.068189999999999987 0.092235000000000025 0.076175000000000007 -0.025214999999999998 0.11177500000000001 0.13592500000000005 -0.11173999999999999 1.0000000180025095e-35 -0.095244999999999982 0.15964000000000003 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.14186499999999996 -0.073404999999999984 0.10381000000000001 0.093765000000000015 -0.13309499999999996 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 27 13 -6 20 16 -1 12 -9 17 -2 -16 24 19 26 -4 -3 23 -23 -12 -8 -26 -14 -5 -11 -17
right_child=1 8 6 5 7 -7 9 11 -10 28 21 -13 18 -15 15 29 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0025409148846948586 0.00078557309442448247 0.00053196400396638961 0.0021686265832134973 0.0022235735122032611 0.0020030755206927936 0.0010198156554956401 0.0022352540139550818 0.0017225742500334303 0.0011841334511950101 0.0013192759776524926 0.0022437618046436108 0.00086968016517333763 0.001389875798908022 0.0025410424821277183 0.0015179873829705888 0.0010911181354372236 0.0015015183964182002 0.0021298261900494402 0.0016704579169864 0.0015204043163094612 0.00010002067533478788 0.0019056356805333718 0.0012512964933189094 0.0016386225117539213 0.0020881775867109945 0.001905714719707902 0.00090980114510018589 0.0017654377848741526 0.0017666496889508412 0.00063779745002933417
leaf_weight=22 116 127 22 23 31 36 73 61 26 20 51 35 28 46 31 94 23 1065 20 30 31 76 26 22 282 399 50 86 149 20
leaf_count=22 116 127 22 23 31 36 73 61 26 20 51 35 28 46 31 94 23 1065 20 30 31 76 26 22 282 399 50 86 149 20
internal_value=0 0.00100786 0.00198112 0.00121475 0.0016568 0.00165299 0.00204602 0.0014019 0.000551345 0.00194141 0.00194794 0.00130583 0.00140184 0.0021311 0.000971284 0.00111985 0.00199093 0.00211422 0.0012022 0.00179465 0.000447216 0.00187339 0.00173884 0.00206139 0.00200586 0.00198127 0.00108214 0.00186211 0.00171371 0.00101159
internal_weight=0 590 2531 406 422 145 2109 225 184 946 197 194 159 1163 261 145 777 1117 98 52 158 175 102 73 754 681 78 109 169 114
internal_count=3121 590 2531 406 422 145 2109 225 184 946 197 194 159 1163 261 145 777 1117 98 52 158 175 102 73 754 681 78 109 169 114
is_linear=0
shrinkage=0.0016407


Tree=2446
num_leaves=31
num_cat=0
split_feature=1 12 132 1 1 15 15 4 16 43 483 4 2 13 483 16 159 12 13 3 12 1447 15 2 2 4 159 52 1 11
split_gain=3.47043 0.963763 0.677351 0.580239 0.423974 0.386026 0.4028 0.64724 0.424414 0.412073 0.384516 0.369931 0.360099 0.434385 0.43129 0.480292 0.697079 0.530483 0.574414 0.455514 0.380305 0.360086 0.338579 0.329993 0.391317 0.356375 0.306756 0.319705 0.694627 0.941165
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 0.093575000000000019 0.16773500000000005 0.024640000000000006 -0.018314999999999994 -0.15764999999999998 -0.0019699999999999995 -0.011694999999999999 0.098395000000000024 -0.034939999999999992 0.088850000000000012 -0.097224999999999992 -0.095084999999999989 0.0057500000000000008 0.03981500000000001 0.092550000000000007 -0.066634999999999986 -0.087044999999999983 0.08815000000000002 -0.082954999999999987 -0.24436499999999997 0.079055000000000014 0.085105000000000014 0.052250000000000012 0.14438000000000004 -0.53447999999999996 0.089875000000000024 0.08765000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 10 6 8 -8 9 22 11 -2 13 -3 20 -16 17 19 -19 -17 -15 -14 -5 -1 -25 -26 27 -23 -29 -30
right_child=4 12 -4 5 -6 -7 7 -9 -10 -11 -12 -13 21 14 15 16 -18 18 -20 -21 -22 26 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00093226443113865335 0.0016596444358490448 0.0028922731126232461 -0.00015316419851741731 -0.00047978193639181601 -0.00058790350584681233 0.0023187022024429211 0.0015992658880182025 -0.0010009617847906789 0.0024899794109685815 0.0016375157722717294 0.0022871008725901571 0.00062803945401306265 0.0027901793685939339 0.00406648727310147 0.002118647887946629 0.0036584307747921656 -0.00011596719169890225 0.0019603619445543998 -0.00014089559154351652 0.0017737302871666735 0.0020983293234824608 0.0023193624993662521 0.0010108078970778782 0.0033983807435091283 0.002242714105576559 0.001180447461719298 0.0030911253687045596 0.0017912656879082928 -0.0012411602197477567 0.0016516842069095479
leaf_weight=28 45 76 25 21 23 37 20 22 31 105 20 246 43 22 1009 23 25 35 24 36 21 106 81 24 139 46 20 716 20 32
leaf_count=28 45 76 25 21 23 37 20 22 31 105 20 246 43 22 1009 23 25 35 24 36 21 106 81 24 139 46 20 716 20 32
internal_value=0 0.00191108 0.00153119 0.0016072 0.000782641 0.00131446 0.00118176 0.000237242 0.00134844 0.00117748 0.000883999 0.000787566 0.0020107 0.0021254 0.00207663 0.00203823 0.00147084 0.00180703 0.00110561 0.00250844 0.00310529 0.0018551 0.000703922 0.00199874 0.00214162 0.00197858 0.00181013 0.00178081 0.00170648 0.000539052
internal_weight=0 2787 579 554 334 317 280 42 238 207 311 291 2208 1271 1195 1152 143 118 59 59 43 937 102 237 209 185 894 874 768 52
internal_count=3121 2787 579 554 334 317 280 42 238 207 311 291 2208 1271 1195 1152 143 118 59 59 43 937 102 237 209 185 894 874 768 52
is_linear=0
shrinkage=0.0104612


Tree=2447
num_leaves=31
num_cat=0
split_feature=1 2 12 150 0 151 43 30 33 147 1 123 0 16 51 12 16 40 11 12 41 1443 1424 12 474 2 42 4 3 52
split_gain=2.81105 0.787639 0.568383 0.545743 0.479249 0.523387 0.452408 0.423209 0.411254 0.450304 0.379701 0.397495 0.397053 0.382771 0.336653 0.32899 0.30841 0.304966 0.303845 0.560662 0.860155 0.324874 0.32369 0.302089 0.290872 0.304041 0.301975 0.33257 0.290114 0.390333
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 1.0000000180025095e-35 -0.23091999999999999 -0.0093999999999999986 -0.078139999999999973 0.086065000000000016 0.083840000000000012 0.089365000000000014 0.14860500000000001 0.11679000000000002 -0.010949999999999998 -0.39185999999999993 0.092235000000000011 0.097145000000000023 -0.25582999999999995 -0.0036699999999999992 1.0000000180025095e-35 0.085250000000000006 0.076195000000000013 0.084655000000000022 1.0000000180025095e-35 -0.082514999999999991 0.037915000000000011 0.10699500000000002 0.094365000000000018 0.053180000000000012 -0.045649999999999989 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 17 8 9 18 11 13 16 23 -8 24 -12 -3 21 -20 -21 22 -1 -2 25 -4 27 -27 -15 -30
right_child=10 2 15 4 5 -7 14 -9 -10 -11 12 -13 -14 28 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0018108804833310748 0.0012027166798461862 0.0013250065934990289 0.0025021568646170726 0.001682508674502124 0.00055186231134910521 -0.0014964852114062134 0.0019423999431639814 0.00057626232237158203 0.0032629412965391115 0.0007072536429015777 -0.00034178377834071855 -0.00044037318736786008 -0.0011721122764840636 0.0020595924100246365 0.00047971738993232515 0.0014543784542327127 0.0014072849835972876 -0.00018902543702499676 0.0033759035809517129 0.0029707516867343718 0.0005502947284619661 0.0027058232153037804 0.0031757243273536477 5.7477503366936849e-05 0.0031989244165785383 0.00032017291662719794 0.002586053985432549 0.0019742850967085206 0.00038880577293758507 0.0018259651443769261
leaf_weight=1836 46 33 55 25 49 20 122 29 24 38 22 23 22 49 21 229 24 28 43 35 32 49 20 61 23 31 20 25 48 39
leaf_count=1836 46 33 55 25 49 20 122 29 24 38 22 23 22 49 21 229 24 28 43 35 32 49 20 61 23 31 20 25 48 39
internal_value=0 0.00175437 0.00143892 0.00108944 0.000416748 -4.18616e-05 0.00139941 0.00185637 0.00187425 0.00185801 0.000718464 0.000900368 6.89892e-06 0.00102727 0.0017276 0.00171084 0.000570774 0.000630041 0.00187972 0.002425 0.00181471 0.00184823 0.00182559 0.000549823 0.00209219 0.00189788 0.00146057 0.00105862 0.00140291 0.00103305
internal_weight=0 2787 681 298 94 69 204 2106 2077 2053 334 266 68 243 143 383 46 61 2015 110 67 1905 1856 107 154 131 76 56 136 87
internal_count=3121 2787 681 298 94 69 204 2106 2077 2053 334 266 68 243 143 383 46 61 2015 110 67 1905 1856 107 154 131 76 56 136 87
is_linear=0
shrinkage=0.0106704


Tree=2448
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 14 2 4 2 49 1 40 2 0 1 15 1 4 52 1447 15 4 16 16 16
split_gain=132.895 24.1302 11.6025 11.0147 8.94206 7.50987 6.44895 5.48164 4.82162 4.81192 4.73334 3.19802 2.54038 2.08387 1.95402 1.79131 1.69713 1.53414 1.4942 1.4753 1.46474 1.42034 1.37025 1.22979 1.22242 1.21944 1.1668 1.49028 1.84436 1.07539
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13712500000000002 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.089885000000000007 -0.15464999999999998 0.094835000000000017 -0.054984999999999992 0.12408500000000001 -0.077714999999999992 0.11411 -0.22491999999999998 0.086920000000000011 -0.059484999999999989 0.16175000000000003 0.42642000000000008 0.40674500000000008 -0.082869999999999985 -0.41942499999999994 -0.50690499999999983 0.013515000000000001 0.10246000000000001 -0.0048099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 14 7 6 10 16 13 -9 11 19 -11 -1 -2 22 -3 -5 -13 23 -15 -6 29 26 -20 -19 -4 -28 -29 -14
right_child=1 4 5 17 21 -7 -8 9 -10 12 -12 18 15 20 -16 -17 -18 25 24 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0022362367852196232 0.0014615660241523254 0.00098050606318129886 0.0025474236968917631 0.0014430920791328097 0.0006262164566903641 0.0010337789161481285 0.0013801698830112395 0.0016480084742725885 0.0012367182774625156 0.0016488545879842142 0.0024603997347213036 0.0015908013770795828 0.0011343550221689742 0.0019011052505321384 0.0019822496040109048 0.00077161797067581332 0.00053757376741459569 0.0012095073894105148 0.0022969108159340288 0.0020251771905533803 0.0013284634458711247 0.00013521440694606559 0.0014337024446168247 0.0017812913938793581 0.0019770250867577853 0.00070515290896098982 0.0021683417083954871 0.0014838985327211114 0.0020869611075737507 0.00071357563118245768
leaf_weight=26 24 47 21 31 77 20 38 57 67 21 86 27 75 29 127 52 50 29 35 394 22 21 33 25 759 25 812 20 49 22
leaf_count=26 24 47 21 31 77 20 38 57 67 21 86 27 75 29 127 52 50 29 35 394 22 21 33 25 759 25 812 20 49 22
internal_value=0 0.00119401 0.00202575 0.00162824 0.00096878 0.00205477 0.00206378 0.0010917 0.001565 0.00121836 0.00207544 0.00205998 0.00109772 0.00185065 0.00189949 0.00103413 0.00075219 0.00114636 0.00197796 0.00211096 0.00165408 0.000521002 0.00113913 0.00214742 0.00199113 0.00097601 0.00215757 0.00214828 0.00191216 0.00103892
internal_weight=0 691 2430 236 455 2286 2266 357 144 260 2228 2142 203 77 151 182 97 85 821 1321 51 98 130 927 794 54 902 881 69 97
internal_count=3121 691 2430 236 455 2286 2266 357 144 260 2228 2142 203 77 151 182 97 85 821 1321 51 98 130 927 794 54 902 881 69 97
is_linear=0
shrinkage=0.00167351


Tree=2449
num_leaves=31
num_cat=0
split_feature=1 12 15 132 151 3 1 52 475 16 1 10 123 4 12 12 14 0 47 4 47 16 48 0 1428 50 3 2 4 402
split_gain=2.78985 0.820899 0.563796 0.546576 0.465511 0.54363 0.585798 0.52467 0.420183 0.373803 0.345224 0.37711 0.342935 0.376282 0.36732 0.483052 0.581608 0.64682 0.358586 0.364473 0.331006 0.37124 0.617474 0.319689 0.499067 0.428658 0.47524 0.429687 1.39822 0.469343
threshold=0.12000500000000001 0.051320000000000005 0.035560000000000008 0.092880000000000004 0.015440000000000001 0.12178000000000001 0.095950000000000021 -0.067494999999999986 -0.068264999999999978 0.052820000000000013 0.14860500000000001 -0.062879999999999978 0.11679000000000002 -0.031404999999999995 0.11586 -0.10022999999999999 -0.41790499999999997 -0.026509999999999995 0.10678000000000001 0.41257000000000005 0.10254000000000001 -0.42170999999999997 0.085790000000000019 -0.076579999999999995 0.08653000000000001 0.089465000000000017 -0.077644999999999978 0.087015000000000023 -0.079164999999999985 0.095010000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -6 -1 20 12 -12 13 -2 15 -15 -17 18 19 -18 21 -8 -23 -3 25 27 -27 28 -25 -29
right_child=10 23 -4 -5 7 -7 9 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0007336586856951583 0.0019166795893004139 0.0018284593680978347 0.0022603459874609294 -0.00032781387311005522 0.0014718823727701922 0.00035508961631373475 0.0014362259864131629 -0.00065719264191202822 0.0020330666601894283 0.0021424390913387117 -0.0011059985165684529 0.0005373614893961423 -0.00031668172914545931 0.0016844177877623154 0.0020311532801904346 0.0017342931058053406 -0.00085289946888966674 -0.0015498808528205206 0.0013510045837023821 0.00062120688021990208 0.0021082545019899157 -0.00054685840484459632 0.0011308281031977587 -0.0015676364933668592 0.0025297746128569022 0.0024913963328928035 0.0011554959069840207 0.0013444583058414596 0.001490040940212128 0.0025120034844795225
leaf_weight=29 36 1604 59 22 22 46 48 25 190 29 20 48 23 37 22 27 28 20 30 43 20 42 47 21 49 75 42 324 54 39
leaf_count=29 36 1604 59 22 22 46 48 25 190 29 20 48 23 37 22 27 28 20 30 43 20 42 47 21 49 75 42 324 54 39
internal_value=0 0.00166585 0.00132886 0.00122317 0.00129169 0.00139093 0.00150858 0.000339396 0.001861 0.00109363 0.000693378 5.40203e-05 0.000856822 0.000967895 0.000802889 0.000656825 0.000399927 0.000102175 0.000429315 3.98692e-05 0.000899903 0.000723502 0.000339111 0.00175422 0.00155705 0.00147117 0.00201184 0.00132675 0.000633891 0.0014699
internal_weight=0 2787 579 520 498 451 405 47 219 186 334 68 266 243 207 185 148 121 101 71 157 137 89 2208 604 555 117 438 75 363
internal_count=3121 2787 579 520 498 451 405 47 219 186 334 68 266 243 207 185 148 121 101 71 157 137 89 2208 604 555 117 438 75 363
is_linear=0
shrinkage=0.010055


Tree=2450
num_leaves=31
num_cat=0
split_feature=4 2 3 2 12 394 457 48 49 38 40 14 52 41 151 151 49 2 484 484 132 15 51 133 52 1211 133 43 133 133
split_gain=2.346 0.847758 0.68743 0.428814 0.413373 0.479041 0.407309 0.405806 0.470558 0.399834 0.985108 0.343938 0.323364 0.36654 0.314495 0.539449 0.363024 0.292655 0.292236 0.448938 0.325763 0.279015 0.254631 0.251445 0.548133 0.447588 0.440081 0.631426 0.52319 0.492832
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 -0.010834999999999999 -0.081984999999999988 0.29113500000000009 0.12118000000000002 1.0000000180025095e-35 0.091770000000000004 -0.055059999999999991 0.019675000000000002 -0.16675999999999999 0.079395000000000007 0.26665000000000005 0.084350000000000008 -0.23360999999999996 -0.033169999999999991 0.096415000000000015 0.093765000000000015 0.093160000000000007 -0.074054999999999996 -0.015099999999999997 0.11524500000000001 -0.0087299999999999982 0.11789500000000001 0.082925000000000013 -0.032879999999999993 0.048950000000000007 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 11 8 18 10 17 14 -13 -14 15 16 -6 -7 19 20 -2 -4 -17 25 -25 26 28 29 -18 -28
right_child=3 -3 21 -5 6 9 -8 -9 -10 -11 -12 12 13 -15 -16 22 23 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0023347987827206248 0.00072061394042127226 -9.0468893100179466e-05 0.001112459520231764 -0.00061345796949136759 0.00031746752852562489 0.00013338486213911 0.00029327653417613711 -0.00044084328935333064 0.0016049929695778644 0.0020132884573885262 -0.00077714970968631339 0.0010491367410402691 0.0028693311862544799 0.0014095876117173447 0.00033226493750877626 0.0017955128897455663 0.0014630551182750191 0.001281155613092104 -0.00034825553712808377 0.0020871908720813234 -0.00054853420930782958 -0.0001393710945142078 0.0032213366252433944 0.00023804787588934984 0.0013947206281114859 0.0027206134008030541 0.0020440431892211172 0.0031251825018711763 0.00036381415496911367 0.0013884002564722683
leaf_weight=24 197 33 31 24 24 24 25 26 53 26 31 21 47 23 21 22 1378 118 25 20 20 33 23 42 296 28 185 29 40 232
leaf_count=24 197 33 31 24 24 24 25 26 53 26 31 21 47 23 21 22 1378 118 25 20 20 33 23 42 296 28 185 29 40 232
internal_value=0 0.00141906 0.00143736 0.000610705 0.00146071 0.00107025 0.00149646 0.000696863 0.000790769 0.000917746 0.000753098 0.00150893 0.00208034 0.0023897 0.00148652 0.00149707 0.00147656 0.00108717 0.00062606 0.000728836 0.000603642 0.000466984 0.00252427 0.00148903 0.00125099 0.00153156 0.0015137 0.00177329 0.00143205 0.00167927
internal_weight=0 2756 2723 365 2659 223 2436 341 315 199 173 2411 91 70 2320 2299 2254 142 262 237 217 64 45 2230 338 1892 1864 446 1418 417
internal_count=3121 2756 2723 365 2659 223 2436 341 315 199 173 2411 91 70 2320 2299 2254 142 262 237 217 64 45 2230 338 1892 1864 446 1418 417
is_linear=0
shrinkage=0.00947501


Tree=2451
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 15 0 47 0 12 49 157 13 4 1 41 41 0 42 148 4 15 47 2 2 1
split_gain=73.7116 9.86044 7.97267 6.4392 5.22259 3.35451 3.29527 2.40475 2.39378 2.19065 1.75997 1.61354 1.51187 2.10295 1.42683 1.4044 1.49745 1.66532 1.33342 1.15778 1.18529 1.10623 1.21112 1.09507 1.09173 2.81588 1.05488 1.00102 0.954735 0.97344
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.090285000000000018 0.14285500000000004 0.033845000000000007 0.024640000000000006 -0.23091999999999999 0.081320000000000017 -0.097024999999999986 0.13597000000000004 -0.017229999999999999 -0.067349999999999979 -1.0000000180025095e-35 0.024790000000000003 0.15471500000000002 0.075585000000000013 0.083525000000000016 -0.11242999999999999 1.0000000180025095e-35 -0.043434999999999994 -0.059649999999999988 -0.03241999999999999 0.078345000000000012 0.099185000000000009 0.10252500000000002 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 23 19 15 12 11 -1 28 -8 -14 -2 -5 26 -18 -7 21 -21 22 -4 -3 27 -26 -17 -12 29 -6
right_child=1 5 6 7 9 18 8 -9 -10 -11 24 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019498482504461572 0.00099328612427315179 0.00049706576173984144 0.0016333085531088107 0.00057380145682059077 0.0012913155218398297 0.00056005024007221437 0.0018648743930171753 0.00052875927231086457 0.0013163202675466165 0.0016562818914568093 0.0017335759236135697 0.0013853911995120069 0.0015346863494882272 0.0010411306474265129 0.0014753136587912585 0.00078225673942692729 0.0016116112063724445 0.00096757730386970117 0.00018736855475709905 0.002042427815406778 0.0015905583437665341 0.0016266159845152708 0.001078010527373518 0.0009057632826534245 0.0015048378319783868 0.00085736795299925313 0.0011767046442907165 0.0012941780821413191 0.00086819159705817626 0.00094670379700900742
leaf_weight=23 21 22 22 20 48 116 37 41 171 21 53 41 735 25 95 55 23 22 35 37 29 1031 22 111 76 25 29 20 71 44
leaf_count=23 21 22 22 20 48 116 37 41 171 21 53 41 735 25 95 55 23 22 35 37 29 1031 22 111 76 25 29 20 71 44
internal_value=0 0.000868933 0.00152579 0.00107736 0.00131582 0.000644362 0.0015678 0.000887671 0.00149599 0.00114161 0.00151478 0.00108863 0.00153453 0.00151845 0.00138805 0.000986432 0.00105041 0.00129675 0.000473667 0.00162873 0.00184388 0.00161553 0.00135566 0.000838159 0.00145727 0.00134457 0.000918435 0.00161319 0.00101399 0.0011265
internal_weight=0 590 2531 306 422 284 2109 190 968 225 197 204 797 760 116 149 129 45 151 1141 66 1075 44 133 174 101 84 73 163 92
internal_count=3121 590 2531 306 422 284 2109 190 968 225 197 204 797 760 116 149 129 45 151 1141 66 1075 44 133 174 101 84 73 163 92
is_linear=0
shrinkage=0.00167351


Tree=2452
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 47 1 14 1 52 2 106 52 43 1 51 457 43 0 11 13 1 0 4 159 50
split_gain=189.436 31.6092 17.602 15.4802 13.6591 10.019 7.22817 6.97527 6.2133 5.36371 4.52911 4.01227 2.37427 2.17826 2.1152 1.78601 1.7614 1.69904 1.67918 1.59621 1.55883 2.74304 1.61238 2.32565 1.8216 1.71356 1.34751 1.27319 1.41975 1.23451
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.13082500000000002 0.077845000000000011 0.062655000000000016 0.086920000000000011 -0.56176499999999996 0.14122000000000004 0.087690000000000004 0.13389000000000004 -0.080324999999999994 0.16540500000000002 0.11144500000000002 0.080930000000000016 -0.016814999999999997 0.18019500000000002 1.0000000180025095e-35 -0.10664 0.090840000000000018 -0.026509999999999995 0.042705000000000007 0.082585000000000006 0.081075000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 8 -6 11 18 -5 12 19 -10 15 16 -3 -12 -4 -1 22 -22 23 24 -15 -25 -7 28 -26 -14
right_child=1 2 9 10 7 26 -8 -9 13 -11 17 -13 29 20 -16 -17 -18 -19 -20 -21 21 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.0026245609897067174 0.0024854471343394012 0.001363016650565534 0.00084979967211493612 0.0023608813236359583 0.002264963844730696 0.002026385125266103 0.0015297553186651392 0.0013852116041383987 0.0027746473513122981 0.0016311028672587227 0.0017207156494190442 0.0030193362530894332 0.0023607702527848103 0.0020069565354642852 0.00088721975174238228 0.00088726678681888462 0.0018914346753133703 0.0011266909238172584 0.00034414928209337901 0.0022176922145759142 0.0024486071962215648 0.0016004707654386158 0.0019198822961570951 0.0030844632697669518 0.0024219708779070546 0.0024312627950203326 0.0014523788212119756 0.00228486361745334 0.0027367141339020517 0.0025497239262386568
leaf_weight=901 76 227 147 28 85 22 22 38 43 25 47 59 202 35 30 21 20 20 22 29 25 20 20 25 453 22 26 184 46 201
leaf_count=901 76 227 147 28 85 22 22 38 43 25 47 59 202 35 30 21 20 20 22 29 25 20 20 25 453 22 26 184 46 201
internal_value=0 0.0014469 0.00131856 0.00245979 0.00151459 0.00248727 0.00250347 0.00199317 0.00251293 0.000893141 0.00178434 0.00258373 0.00256445 0.00240004 0.00131706 0.00136517 0.0014058 0.00154339 0.000783975 0.00261187 0.00238063 0.00207166 0.00239834 0.00241085 0.00238677 0.00277871 0.00171547 0.00240623 0.00245099 0.00245501
internal_weight=0 691 615 2430 421 2335 2287 123 2265 194 95 1392 1333 873 298 268 247 67 169 930 830 45 785 765 718 47 48 683 499 403
internal_count=3121 691 615 2430 421 2335 2287 123 2265 194 95 1392 1333 873 298 268 247 67 169 930 830 45 785 765 718 47 48 683 499 403
is_linear=0
shrinkage=0.00170698


Tree=2453
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 400 39 3 1 149 3 49 402 2 1 3 457 1 4 1210 1213 1212 1446 42 1209 42 0 41 15 4
split_gain=2.85045 0.958655 0.79352 0.606378 0.519466 0.5342 0.451601 0.487568 0.445536 0.456625 0.421569 0.932082 0.445315 0.399388 0.359942 0.35665 0.386905 0.347699 0.304499 0.368492 0.368014 0.637762 0.341477 0.358536 0.304334 0.341117 0.540826 0.296439 0.380662 0.32377
threshold=0.27044500000000005 0.30112000000000005 -1.0000000180025095e-35 0.083965000000000012 0.092365000000000017 -0.070649999999999991 0.098220000000000016 -0.015584999999999998 0.08592000000000001 0.07770500000000001 -0.074084999999999998 0.14321000000000003 0.08865000000000002 0.25063000000000007 0.10374500000000002 0.12178000000000001 0.085360000000000005 0.11910500000000002 -0.085594999999999991 -0.080859999999999974 0.39818500000000007 0.11387000000000001 0.08393500000000001 0.085730000000000015 0.087170000000000011 0.11387000000000001 -0.071339999999999987 0.079395000000000007 0.11923500000000002 -0.50427999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 18 -6 10 -8 -2 13 12 15 27 14 -10 16 -12 -16 19 -4 21 24 23 -21 25 -20 -27 28 29 -7
right_child=8 -3 4 -5 5 6 7 -9 9 -11 11 -13 -14 -15 17 -17 -18 -19 20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00072846030135210234 0.0020223306491536988 0.00047809380301206815 0.0011723207278325953 0.0013906620902956969 0.00013476651253847225 0.0027249981866934113 -0.00025851338582637647 0.001682594835772508 -0.00054631995169333717 0.0017689585578874463 0.001465166326573009 -0.00026474606161350477 0.0029945948949479067 -0.0007047706932861485 0.0011369680480667079 0.0023541391457740576 0.00023998352499136078 0.00044068082574226709 0.0017049828014059766 0.0020974593907231759 0.002882575218296983 0.00047962796617304727 0.0010675528599344733 0.0030979879436553075 0.0023263508105608923 -0.00010287330521751512 0.0020067944108871326 0.00062215121881802787 0.00062134706501575077 0.0017410787159344628
leaf_weight=22 22 66 40 27 26 33 26 21 22 29 311 30 25 22 106 37 25 164 1242 209 23 39 24 38 68 24 20 22 25 333
leaf_count=22 22 66 40 27 26 33 26 21 22 29 311 30 25 22 106 37 25 164 1242 209 23 39 24 38 68 24 20 22 25 333
internal_value=0 0.00160627 0.00163395 0.000439219 0.00165611 0.00147345 0.00151265 0.00060879 0.000715226 0.000631388 0.00156316 0.001342 0.00176664 0.000526326 0.00061908 0.00147123 0.00137401 0.000714038 0.00175278 0.00202124 0.00169382 0.00167419 0.00214655 0.00225139 0.0017086 0.00167594 0.000856067 0.00169231 0.00175253 0.00182979
internal_weight=0 2756 2690 49 2641 914 888 47 365 343 841 403 438 314 292 373 336 270 1727 311 1416 1393 271 247 1354 1286 44 413 391 366
internal_count=3121 2756 2690 49 2641 914 888 47 365 343 841 403 438 314 292 373 336 270 1727 311 1416 1393 271 247 1354 1286 44 413 391 366
is_linear=0
shrinkage=0.00947501


Tree=2454
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 4 1 11 1 0 159 0 11 0 150 132 1 0 160 3 150 1 4 15 2 43
split_gain=107.346 13.7077 12.4761 6.90655 6.78779 5.85367 4.576 4.08159 3.56101 3.03622 2.46693 2.3215 2.29778 2.13296 2.08364 2.02441 1.76627 1.74146 1.70122 1.627 2.02031 1.57064 2.35056 1.36279 1.36085 1.26472 1.24688 2.81137 1.75615 1.17216
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 0.27287000000000006 -0.17966999999999997 0.033845000000000007 0.10124500000000002 1.0000000180025095e-35 0.12765500000000005 -0.11242999999999999 0.084250000000000005 -0.23194499999999998 0.080150000000000013 -0.071339999999999987 0.091105000000000005 0.088890000000000011 0.15799000000000005 -0.066089999999999996 -0.081069999999999989 -0.13927999999999999 1.0000000180025095e-35 0.122715 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 25 7 11 14 -5 21 17 13 -9 -4 24 -1 -13 18 -10 20 -7 -8 -23 -24 29 -2 28 -28 -17 -3
right_child=1 5 6 8 -6 19 9 12 10 -11 -12 16 -14 -15 -16 26 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022593458768133995 0.0017727185770382832 0.0011090060475520995 0.0015139581960854269 0.0018858915318247535 0.0010293018465898217 0.00057297327785187416 0.0018765923212790301 0.0010178555460683754 0.0016708474629125868 0.0015936385877759079 0.0010775206998376301 0.0024760453388470759 0.00061426563297287313 0.0019377481361039196 0.00083887302536367965 0.0020513168220160092 0.0019968130411869992 0.0010129408419002873 0.0011273924236538083 0.00090940618462128774 -3.5963248031549571e-05 0.0011748609084638406 0.0020113454930074256 0.0016837300482618531 0.0010456763409482943 0.0013747060131371594 0.0017734471075478609 0.0011484276526615989 0.0014807358541568452 0.0015538294438072434
leaf_weight=22 83 23 33 31 74 55 598 70 69 171 85 37 83 1024 37 53 47 20 20 23 20 20 46 133 41 29 76 26 20 52
leaf_count=22 83 23 33 31 74 55 598 70 69 171 85 37 83 1024 37 53 47 20 20 23 20 20 46 133 41 29 76 26 20 52
internal_value=0 0.00104633 0.00182346 0.00156594 0.00141489 0.000876638 0.00187499 0.000988403 0.00136954 0.00179201 0.00128703 0.00194538 0.000798915 0.00192452 0.00117789 0.00179026 0.0022079 0.00145041 0.00154872 0.000527659 0.00041059 0.00183458 0.00170832 0.00176792 0.00128603 0.00166966 0.00173129 0.00161413 0.00189499 0.00141742
internal_weight=0 590 2531 422 186 404 2109 306 225 968 194 1141 153 1057 153 197 84 109 89 98 75 797 199 179 116 112 175 102 73 75
internal_count=3121 590 2531 422 186 404 2109 306 225 968 194 1141 153 1057 153 197 84 109 89 98 75 797 199 179 116 112 175 102 73 75
is_linear=0
shrinkage=0.0016407


Tree=2455
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 2 4 2 12 11 0 47 15 12 16 47 14 16 16 131 2 49 16 151 0 43
split_gain=101.531 12.5488 11.238 7.72181 6.7757 4.21047 4.03754 3.82061 3.57381 2.78012 2.60526 2.47506 2.33217 1.96958 2.03456 1.81791 1.76707 1.63517 1.36406 1.33462 1.2693 1.25764 1.20205 1.17026 1.95745 1.15735 1.20741 1.16938 1.10701 1.1002
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.16363499999999997 0.090455000000000021 0.12958500000000003 0.40124500000000002 0.11389000000000002 0.033845000000000007 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11242999999999999 0.077555000000000013 0.040760000000000005 0.13597000000000004 -0.037154999999999994 0.091680000000000011 0.062655000000000016 -0.013024999999999998 -0.25582999999999995 0.08844500000000001 0.31358000000000003 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 -0.097024999999999986 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 9 -6 13 11 -5 15 17 12 -3 14 -4 20 -15 28 -9 25 21 -1 -14 24 -13 -7 -27 -28 -8 -2
right_child=1 7 6 8 5 19 10 18 -10 -11 -12 23 22 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014581023175687261 0.00074868420607869827 0.00059912178128587962 0.001419829165494501 0.001691806377308759 0.0018114229087179648 0.0014107703297812704 0.0020630542155339951 0.0008524127365696811 0.0010036842352795781 0.0010941442620158346 0.0015081134041477729 0.00046913294997894136 0.0007677840645338625 0.0018485815647999195 0.0018441333171613653 0.0020998002531559014 0.0023438828194451331 0.0013442717991400267 0.0014341464556821371 0.0014403140460846329 0.0020690790082487521 0.0017617813162659343 0.0013292347206703495 0.00079349013499451643 -0.00013451971514082998 0.0011959784126910821 0.0010237400177354088 0.00055379891237308744 0.0017432791583636422 0.0010481993368239373
leaf_weight=78 49 85 34 91 31 21 33 24 29 22 169 72 20 41 1045 33 43 29 23 31 20 81 25 20 20 42 36 27 715 132
leaf_count=78 49 85 34 91 31 21 33 24 29 22 169 72 20 41 1045 33 43 29 23 31 20 81 25 20 20 42 36 27 715 132
internal_value=0 0.000945799 0.00173212 0.00118973 0.00147785 0.00123653 0.001783 0.000691738 0.00152551 0.00167172 0.00170019 0.000605243 0.000765476 0.00185036 0.00183076 0.00173166 0.00210213 0.00174197 0.00113709 0.00112302 0.00166379 0.00161281 0.0010797 0.000419259 0.000337904 0.00104496 0.000971793 0.000822337 0.00175739 0.000967115
internal_weight=0 590 2531 301 422 188 2109 289 120 234 946 242 130 1163 1079 212 84 777 47 157 179 159 45 112 92 126 105 63 748 181
internal_count=3121 590 2531 301 422 188 2109 289 120 234 946 242 130 1163 1079 212 84 777 47 157 179 159 45 112 92 126 105 63 748 181
is_linear=0
shrinkage=0.00170698


Tree=2456
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 4 3 47 47 0 160 43 4 0 14 156 0 15 0 3 3 2 1 2 34 15 13
split_gain=96.7383 11.5157 10.6884 8.6677 6.30193 4.75492 3.82752 3.28684 2.69364 2.56462 2.46795 2.09267 1.8956 2.4676 1.77376 1.65444 1.60956 1.51491 1.43301 1.37949 1.91837 1.36697 1.33681 1.31665 1.29038 1.21401 1.06454 1.3665 1.02396 1.22401
threshold=0.10752500000000002 0.13657000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.090285000000000018 -0.16363499999999997 0.033845000000000007 -0.11171999999999999 0.13827000000000003 0.077555000000000013 -0.066089999999999996 -0.081069999999999989 -0.025214999999999998 -0.026489999999999996 -0.066089999999999996 0.076175000000000007 0.092190000000000008 -0.11242999999999999 -0.095244999999999982 -0.097024999999999986 -0.13927999999999999 0.090900000000000009 0.11177500000000001 0.10124500000000002 0.14285500000000004 -0.028109999999999996 -0.040439999999999997 -0.0075049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 -5 17 -6 12 -1 26 18 21 -14 -2 -16 25 19 23 20 -4 -8 -15 -11 -17 -9 27 -3 29 -26
right_child=1 10 6 5 7 -7 8 16 -10 11 -12 -13 13 22 15 24 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0011269694581012382 0.00075329329015113807 0.00034285365055163682 0.0018618318971514631 0.0015823724905310774 0.0017090156801721742 0.00088884873221332244 0.0020530948461672254 0.0013634533628051112 0.0014629790961603231 0.0016513246909568352 0.0011062876289636625 0.0020781156674043212 0.00099546840844237671 0.0018611810991077348 0.0014611432359298081 0.0012941838725240567 0.00073236639956635551 0.002094147890471658 0.0020231275637353336 0.0017959985557422639 0.0011457006084953788 0.0017209893084829994 0.0015302143007660739 0.0013042952615028741 0.00075275737276359826 0.0010401046334122881 0.00037126765588119354 0.00083702238961473694 0.00055021484074304022 0.0011694079994597991
leaf_weight=26 122 25 20 110 31 37 37 60 171 113 21 32 20 46 21 25 26 46 21 1053 22 561 133 42 40 71 86 42 22 39
leaf_count=26 122 25 20 110 31 37 37 60 171 113 21 32 20 46 21 25 26 46 21 1053 22 561 133 42 40 71 86 42 22 39
internal_value=0 0.000929827 0.00168232 0.00108104 0.0014392 0.00140781 0.00173097 0.00121104 0.00165357 0.00162251 0.000568318 0.00168445 0.00169446 0.00155298 0.000902462 0.00102626 0.00111271 0.00179663 0.00161287 0.00178414 0.00148672 0.00174154 0.00161527 0.00155729 0.000953782 0.0011882 0.000494479 0.000652631 0.000869524 0.000958446
internal_weight=0 590 2531 416 422 147 2109 188 968 234 174 208 797 199 269 147 157 1141 176 1095 42 598 179 155 126 131 153 67 101 79
internal_count=3121 590 2531 416 422 147 2109 188 968 234 174 208 797 199 269 147 157 1141 176 1095 42 598 179 155 126 131 153 67 101 79
is_linear=0
shrinkage=0.00167351


Tree=2457
num_leaves=31
num_cat=0
split_feature=1 12 1 12 1 4 12 47 4 0 4 14 0 1 0 160 0 4 3 1 3 150 0 0 16 1 3 160 48 12
split_gain=168.92 19.8166 19.7594 14.5208 9.71938 7.06769 6.91261 6.76502 4.8865 3.96297 3.29617 3.15309 2.79408 2.7675 2.73608 3.35415 2.3514 2.65308 3.763 2.34542 2.09722 2.02516 1.82598 1.72198 3.11288 1.65161 1.56604 1.45507 1.68787 1.3403
threshold=0.10752500000000002 0.051320000000000005 0.13210500000000003 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.091475000000000015 0.13082500000000002 -0.17966999999999997 -0.23194499999999998 0.033845000000000007 0.076175000000000007 1.0000000180025095e-35 0.10124500000000002 -0.066089999999999996 -0.081069999999999989 0.11070500000000001 -0.046564999999999988 0.013900000000000001 0.16540500000000002 -0.061964999999999992 0.091105000000000005 -0.10011499999999998 -0.11173999999999999 -0.43320999999999993 0.11669000000000002 -0.10115999999999999 -0.010514999999999998 0.084170000000000009 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 25 9 29 11 19 -6 -1 14 23 13 21 22 -16 17 -11 -19 -4 -17 27 -8 24 -3 -2 -12 -10 -29 -5
right_child=2 6 7 5 8 -7 10 -9 12 16 26 -13 -14 -15 15 20 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031036754378991425 0.0015777362947747972 0.0026323503871655981 0.0010125719272663534 0.0027261554377486872 0.0025308880419215732 0.0014656801005248662 0.0029707146573104857 0.0017329521799185528 0.0017969037998258606 0.002733403751756795 0.0017601753672600497 0.0030682527124012795 0.001213054629452729 0.0016226868084909102 0.0016461590910993829 0.0024740413748339084 0.0018613287996670903 0.0024543430666106023 0.0016967157195191883 0.00042005496389107649 0.0019899929137546799 0.001573843393057528 0.0025221135722820268 0.0026271043063133491 0.0018010455489799774 0.0012822698867693014 0.0022717483051374202 0.0026124959895695377 0.0020301065459987777 0.0022662210634489103
leaf_weight=22 126 35 169 24 31 33 28 38 21 51 20 46 21 74 20 141 26 72 26 22 32 20 474 1156 21 98 136 29 29 80
leaf_count=22 126 35 169 24 31 33 28 38 21 51 20 46 21 74 20 141 26 72 26 22 32 20 474 1156 21 98 136 29 29 80
internal_value=0 0.00248165 0.0014674 0.00171621 0.00214399 0.00215396 0.00254921 0.00107519 0.00190159 0.00242084 0.00243039 0.00262959 0.00180103 0.00187241 0.00248073 0.00230799 0.002335 0.00241766 0.00225334 0.000944324 0.00238451 0.00205906 0.00254714 0.00261294 0.00232061 0.00144847 0.00220616 0.0021819 0.0023213 0.00237236
internal_weight=0 2531 590 361 422 137 2109 229 225 197 851 1258 194 173 695 193 175 149 98 191 173 99 502 1212 56 224 156 79 58 104
internal_count=3121 2531 590 361 422 137 2109 229 225 197 851 1258 194 173 695 193 175 149 98 191 173 99 502 1212 56 224 156 79 58 104
is_linear=0
shrinkage=0.00170698


Tree=2458
num_leaves=31
num_cat=0
split_feature=1 3 2 132 15 1 2 2 43 15 3 52 13 13 11 3 12 4 16 0 3 40 402 16 4 49 16 48 43 12
split_gain=4.40565 1.18786 0.592128 0.623178 0.649434 0.806462 0.591999 0.741943 0.613103 0.512233 0.640962 1.12011 0.656129 0.814464 0.611388 0.55754 0.54314 0.493179 0.687534 0.470612 0.467816 0.464339 0.452289 0.431156 0.357912 0.356022 0.643942 0.747495 0.353947 0.417227
threshold=0.10293500000000001 -0.053259999999999995 0.14753000000000002 0.088890000000000011 -0.41942499999999994 0.14173500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078654999999999989 0.040760000000000005 -0.12018999999999998 -0.13993999999999998 -0.11122999999999998 0.06370000000000002 0.077290000000000011 0.090900000000000009 0.084595000000000017 -0.011209999999999999 -0.06421499999999998 -0.15202999999999997 0.13524500000000003 -0.077474999999999988 0.086055000000000006 -0.52595999999999987 0.04735000000000001 0.036705000000000008 0.10994000000000002 0.085325000000000012 0.0041500000000000009 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 22 6 4 -4 -6 21 -8 -9 10 11 -1 -13 -14 28 -12 -15 -10 20 -16 23 -3 24 -19 -2 26 27 -17 29 -11
right_child=1 2 3 -5 5 -7 7 8 17 14 15 12 13 16 19 25 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029063382361999733 0.0022999884593433973 0.0011838000243145157 0.0011916237882240981 0.001703189479832633 0.00052982841781150315 -0.0019017822251678445 0.0027892000600159275 0.00024810149766943922 0.0023600014260092635 0.0029940541129632957 0.002140695351150146 0.0023910845133433417 -0.00075482366091015446 0.00028793924279397576 0.0024389336510039199 -0.0010326590493262883 0.002329221546788468 0.0013087851778044769 0.00016260558120421325 0.0044007741655231617 0.00081393611827230831 -8.9095993038943854e-05 0.00052935491930413987 0.0028183786006653368 0.0015719742044489953 0.0023870646360448036 0.0019680463829730523 0.0015268167075344005 0.0019383742988077605 0.0022644566449184613
leaf_weight=32 116 53 24 23 24 25 31 46 43 78 1039 20 30 25 23 20 22 33 41 21 42 50 23 35 127 26 40 21 269 719
leaf_count=32 116 53 24 23 24 25 31 46 43 78 1039 20 30 25 23 20 22 33 41 21 42 50 23 35 127 26 40 21 269 719
internal_value=0 0.00129333 0.00100696 0.000343163 -8.53384e-05 -0.000710789 0.00117735 0.00140975 0.00123158 0.00213191 0.00200235 0.00136916 0.000862045 0.000464891 0.00228073 0.00207363 0.00124343 0.00146477 0.00120984 0.00337527 0.00160017 0.000565889 0.0017993 0.00208578 0.0019195 0.00142239 0.00111274 0.000278292 0.00223556 0.00233586
internal_weight=0 736 470 96 73 49 374 271 240 2385 1275 129 97 77 1110 1146 47 194 151 44 110 103 266 68 243 107 81 41 1066 797
internal_count=3121 736 470 96 73 49 374 271 240 2385 1275 129 97 77 1110 1146 47 194 151 44 110 103 266 68 243 107 81 41 1066 797
is_linear=0
shrinkage=0.00947501


Tree=2459
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 2 15 47 14 132 1 52 2 3 39 0 49 0 15 1 14 14 16 16
split_gain=109.619 13.6818 12.1088 7.58097 6.80647 5.46265 4.5014 3.71973 3.60404 4.17643 3.33134 2.65456 2.13161 1.94223 1.85511 1.62236 1.7184 1.61893 2.32262 2.49011 1.5896 1.50725 1.48088 1.42616 1.77875 1.34397 1.34198 1.32203 1.46337 1.19148
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.13592500000000005 0.077555000000000013 0.076175000000000007 0.088890000000000011 0.15799000000000005 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 0.10226500000000001 -0.097024999999999986 -0.012034999999999999 -0.11242999999999999 -0.095244999999999982 0.12958500000000003 -1.0000000180025095e-35 0.062655000000000016 -0.013024999999999998 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 22 8 14 -5 -3 25 12 13 21 27 23 16 -7 18 19 -9 26 -8 -2 24 -4 -10 -11 28 -1 -23
right_child=1 5 6 7 -6 15 10 17 9 20 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014442929499578559 0.0011614657210507141 0.000616256682297567 0.0018784081932560028 0.0017369035956306365 0.00092949568658482471 0.00048254608762571488 0.0020702715783376398 0.0010246070064787388 0.0017289797928938912 0.0012156641962394023 0.001482338452070316 0.0011296598439861417 0.0012471965966110068 0.002075255656916122 0.0021516301265690854 0.00082406080721024162 -6.803853230070517e-05 0.0015214396099210456 0.00080570679974079692 0.0016216237518223917 0.00049555654217641615 0.0018094825036686318 0.0016444009005018086 0.0018334853275785627 0.0012156057453521884 0.001152847912139173 0.00086310215293238131 0.0020403424291344364 0.0017529770715948181 0.0016770453726465792
leaf_weight=78 20 90 20 31 74 55 35 51 22 37 171 22 23 33 46 23 20 23 55 28 23 288 92 1053 22 20 114 20 81 451
leaf_count=78 20 90 20 31 74 55 35 51 22 37 171 22 23 33 46 23 20 23 55 28 23 288 92 1053 22 20 114 20 81 451
internal_value=0 0.000947048 0.00171697 0.00146825 0.00130805 0.000780845 0.00176674 0.00122772 0.000886695 0.000999377 0.00168606 0.00166149 0.00172977 0.00171668 0.00183519 0.000450333 0.000335724 0.00112718 0.00105951 0.00123621 0.000889489 0.00174411 0.00155816 0.00182189 0.00153123 0.00145463 0.000949492 0.00165057 0.00160155 0.00172866
internal_weight=0 590 2531 422 186 404 2109 188 306 216 968 234 797 212 1141 98 75 157 134 79 174 774 112 1095 42 42 151 179 159 739
internal_count=3121 590 2531 422 186 404 2109 188 306 216 968 234 797 212 1141 98 75 157 134 79 174 774 112 1095 42 42 151 179 159 739
is_linear=0
shrinkage=0.00160853


Tree=2460
num_leaves=31
num_cat=0
split_feature=1 2 124 51 1 0 4 49 151 11 11 133 13 401 15 0 148 12 16 0 52 475 40 2 1 49 0 4 40 1
split_gain=4.18069 1.08917 0.584064 0.572919 0.664851 0.541949 0.464867 0.444307 0.426353 0.407455 0.675319 0.402694 0.400975 0.416846 0.468199 0.388764 0.345919 0.347834 0.341117 0.410693 0.647086 0.386678 0.363691 0.530705 0.341553 0.583979 0.324658 0.29295 0.287098 0.29703
threshold=0.11690500000000002 0.10045500000000002 -0.083859999999999976 -0.40274499999999996 0.16773500000000005 -0.13843999999999998 0.42642000000000008 -0.088694999999999982 0.015440000000000001 0.080455000000000013 0.085155000000000022 0.086990000000000012 -0.39067499999999994 1.0000000180025095e-35 0.10549000000000001 0.14486500000000005 -0.066239999999999979 0.11734000000000001 0.058835000000000005 -0.10474999999999998 0.056145000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13622000000000004 0.14326500000000003 0.10440000000000001 -0.061629999999999997 0.36766000000000004 -0.078554999999999986 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 16 6 7 -3 -9 28 -11 -1 -7 15 -15 27 -5 18 19 24 22 -20 -21 -24 25 -18 -22 -14 -4 -30
right_child=3 5 9 4 -6 12 -8 8 -10 10 -12 -13 13 14 -16 -17 17 -19 21 20 26 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0020202324961181529 0.0025199430214926646 0.0025517076110342456 0.0033153121375322971 -0.00010820433006030199 -0.00086629794263356423 0.00055949569150046314 0.002808398110279785 0.0011418946271021671 -0.00052721107946599615 0.0044004221360293624 0.0022470860220740328 0.00042235207784635932 0.002320872046565546 -2.7627787156804804e-05 0.0021813993038797522 0.00097671628389575812 0.0025852230086627925 0.0021994350127733189 0.0028882987826138458 0.00069386091615398148 0.0022332016968389474 0.0010828402942527644 -0.0017902824506795228 0.00039121300716940847 0.00030532299196151956 0.00039590011614360621 0.00065199652273127261 0.001105039810983656 0.0023984710065089463 0.0021089797151182224
leaf_weight=45 27 20 32 26 21 20 20 103 20 28 37 28 380 21 21 28 40 31 21 42 27 34 23 26 21 20 30 23 1364 542
leaf_count=45 27 20 32 26 21 20 20 103 20 28 37 28 380 21 21 28 40 31 21 42 27 34 23 26 21 20 30 23 1364 542
internal_value=0 0.00220906 0.00232647 0.00104992 0.000940276 0.00183748 0.00131456 0.00110563 0.000870495 0.00235997 0.00317468 0.00140735 0.00201037 0.00207172 0.00107689 0.00216867 0.00105153 0.00114726 0.00103241 0.000854726 0.000526983 0.0017722 -2.04703e-05 -0.000632754 0.00145356 0.00185545 0.00140099 0.00225148 0.00233265 0.00231615
internal_weight=0 2732 2076 389 362 656 163 143 123 2003 65 73 493 473 42 431 341 315 284 229 148 55 91 49 81 60 57 403 1938 1906
internal_count=3121 2732 2076 389 362 656 163 143 123 2003 65 73 493 473 42 431 341 315 284 229 148 55 91 49 81 60 57 403 1938 1906
is_linear=0
shrinkage=0.0104612


Tree=2461
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 457 1 39 3 3 159 158 50 1 3 3 43 0 15 49 0 1 0
split_gain=101.676 12.3169 11.1428 7.21467 6.42142 5.60359 5.05059 4.38414 4.05627 3.64662 3.37171 2.47547 1.75157 3.51259 1.70944 1.44653 1.55302 1.52146 1.67712 1.375 1.36588 1.31789 2.20235 1.28338 1.26119 1.22056 1.14703 1.08369 1.0664 1.04827
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.089885000000000007 -1.0000000180025095e-35 0.10803500000000001 0.14122000000000004 0.077845000000000011 0.076175000000000007 0.069910000000000014 0.084525000000000003 0.096625000000000016 -0.14186499999999996 -0.10831999999999999 0.030370000000000005 0.083705000000000016 0.041865000000000006 0.091195000000000012 0.149315 -0.017889999999999996 -0.079914999999999986 -0.066089999999999996 -0.41942499999999994 -0.012034999999999999 -0.14116499999999996 0.12958500000000003 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 26 7 11 -3 28 12 -4 20 15 -14 21 27 -17 -18 -19 25 -1 22 -10 -12 -22 -7 -2 -8 -9 -24
right_child=1 5 10 -5 -6 19 9 8 14 -11 23 -13 13 -15 -16 16 17 18 -20 -21 24 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018353726647388324 0.0012244662967074032 0.00063937289105663205 0.001713969264186698 0.0011144452935397541 0.0009629682506331088 0.00064861919498687324 0.0022132825805213359 0.0017549651663199789 0.0006914990782290679 0.0012053068590223304 0.0011885879759705518 0.0021512061643015681 0.0017640019290414369 0.00096975029478260817 0.00061120458308411491 0.0013416334172526867 0.001672269879606975 0.002107822804201037 0.00170632110327469 0.00083975060959638412 0.0017375255789072218 0.0008106228965130708 0.0010129184681997639 0.00073541071965161655 0.0013246156787716989 0.00022725148498958645 0.0016494915642987322 0.001808318423373144 0.0012417662383864701 0.0014154407780304428
leaf_weight=1118 20 90 28 45 74 29 21 22 22 41 61 58 34 25 31 32 607 47 63 23 216 48 26 22 21 46 92 92 20 47
leaf_count=1118 20 90 28 45 74 29 21 22 22 41 61 58 34 25 31 32 607 47 63 23 216 48 26 22 21 46 92 92 20 47
internal_value=0 0.000988135 0.00172964 0.00175249 0.00133066 0.00083044 0.00176458 0.000937647 0.00106193 0.00167469 0.0012313 0.00182579 0.00169558 0.00142745 0.000953631 0.00171393 0.00168834 0.00170381 0.00187787 0.000495692 0.00181186 0.00102786 0.00113763 0.00106847 0.00170094 0.00039018 0.00157359 0.00188358 0.00151058 0.00127208
internal_weight=0 590 2531 2420 186 404 2375 306 216 962 111 1413 921 59 174 862 749 717 110 98 1355 143 95 83 237 75 112 113 42 73
internal_count=3121 590 2531 2420 186 404 2375 306 216 962 111 1413 921 59 174 862 749 717 110 98 1355 143 95 83 237 75 112 113 42 73
is_linear=0
shrinkage=0.00160853


Tree=2462
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 457 2 1 0 15 4 15 0 4 49 0 16 10 2 4 43 0 52 16 3 3 14
split_gain=75.0027 9.44144 8.33446 7.59988 5.11529 3.6126 2.80148 2.29483 2.22789 2.58209 2.21122 1.45192 2.51718 1.52901 1.4652 1.25581 1.40942 1.14983 1.14959 1.73875 1.28139 1.13482 1.08157 1.04729 1.00571 0.980837 0.909108 0.897716 0.889185 0.881793
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.13082500000000002 0.40124500000000002 0.076975000000000002 0.080930000000000016 0.14122000000000004 0.077845000000000011 -0.10607499999999999 -0.10653 0.0061450000000000003 0.079055000000000014 -0.079119999999999982 -0.55119499999999988 -0.069799999999999987 -0.10474999999999998 -0.39185999999999993 -0.014199999999999999 0.14122000000000004 0.053180000000000012 -0.080324999999999994 -0.071924999999999989 0.0031350000000000002 -0.080509999999999984 -0.074479999999999977 -0.12711499999999995 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 7 18 -5 11 9 22 -4 12 -1 15 17 -13 -17 -14 19 -3 -20 29 26 -12 -22 -24 -6 -28 -18 -2
right_child=1 5 10 6 8 -7 -8 -9 -10 -11 23 13 14 -15 -16 16 28 -19 20 -21 24 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016703599877363057 0.0011623384498746813 0.0004527614745999708 0.0014293706072242202 0.0014320540113055395 0.0017035206551581281 0.0010259641578760238 0.00087563873055225637 0.0018174448871647163 0.00096451603413337604 0.0009829657948690184 0.001013718490209227 0.0015743219061405884 0.0013354405254913542 0.0013518406158794917 0.0015724062334758141 0.0018827428216407339 0.001184364584703695 0.00093371742827587454 0.00014193805399362718 0.001069439242603256 0.00023788518406462494 0.00047343254486943449 0.0011781621775708202 0.00060721111331041452 0.00058954548379817765 0.001469717987573377 0.0015143058693003766 0.0013253636507976453 0.001469788658252076 0.00080608867737176756
leaf_weight=49 21 32 28 102 38 39 32 72 38 41 59 1143 34 117 24 21 32 44 37 20 30 25 82 24 81 50 157 119 359 171
leaf_count=49 21 32 28 102 38 39 32 72 38 41 59 1143 34 117 24 21 32 44 37 20 30 25 82 24 81 50 157 119 359 171
internal_value=0 0.00082069 0.00147028 0.000991955 0.00149045 0.000569168 0.00129918 0.00153015 0.00134714 0.00137699 0.00103067 0.0015188 0.00136473 0.00153272 0.0012179 0.00154633 0.00146867 0.00110883 0.000480093 0.000689945 0.000406361 0.00080224 0.00141321 0.000896174 0.000494502 0.0012886 0.0014656 0.00143284 0.00144643 0.000845053
internal_weight=0 590 2531 351 2420 239 134 1895 525 487 111 1823 151 1672 102 1555 412 78 200 52 148 217 446 83 111 132 314 276 391 192
internal_count=3121 590 2531 351 2420 239 134 1895 525 487 111 1823 151 1672 102 1555 412 78 200 52 148 217 446 83 111 132 314 276 391 192
is_linear=0
shrinkage=0.0016407


Tree=2463
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 1 3 0 43 48 0 4 16 1209 1213 1212 42 133 42 480 2 52 130 0 159 1 43 481 3 16
split_gain=4.37924 0.764591 0.726431 0.750485 0.583646 0.575846 0.538143 0.509323 0.456419 0.842814 0.400691 0.389486 0.3514 0.397997 0.400626 0.631039 0.421896 0.525308 0.566201 0.587744 0.563971 0.469358 0.486426 0.61159 0.591633 0.679565 0.441317 0.406943 0.384729 0.761067
threshold=0.11146500000000002 -0.053259999999999995 0.051320000000000005 0.035560000000000008 0.12178000000000001 0.08864000000000001 -0.087909999999999988 0.034820000000000011 -0.04890499999999999 -0.0046349999999999994 -0.046359999999999991 0.053180000000000012 -0.083539999999999989 -0.085894999999999985 -0.081599999999999992 -0.082209999999999991 0.11551500000000002 0.082925000000000013 0.10077000000000001 -0.063594999999999985 0.082275000000000015 -0.54533999999999982 0.0084900000000000028 -0.082284999999999983 0.099035000000000026 0.077565000000000009 -0.0011349999999999999 -0.009074999999999998 -0.081924999999999984 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 -7 -3 -8 -10 -2 12 -4 -14 -15 -16 17 18 19 -17 27 -22 24 -24 25 26 -23 -21 -19 -30
right_child=1 7 11 -5 -6 6 8 -9 9 -11 -12 -13 13 14 15 16 -18 28 -20 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022502307794713149 0.0021540798358861469 0.0010264993479624511 0.0025587200935348448 0.003024914529764426 0.00025121059359966679 -9.6760931961254319e-05 0.0011301972934093061 -0.00046269488914493941 0.00034756372179376647 0.0025043145840919906 0.001118073737598581 0.0019064920361727843 0.0011017822269150574 0.0027627174841068124 0.00044053010893519389 0.00046695330148296076 0.0015837245467795911 0.002351952982197987 0.0037628889911525878 0.0038625910920097855 0.0026012080307912951 0.0017593834037019701 0.0034917629033559493 0.0017924077407289575 0.0027927191751004857 -0.00060357914988155945 0.00047333429498883333 0.0023821766813618655 0.0047897342869267605 0.0026849319198931072
leaf_weight=170 99 326 498 49 26 20 99 25 23 90 61 249 30 150 20 23 91 335 20 21 72 93 28 91 25 20 38 177 20 132
leaf_count=170 99 326 498 49 26 20 99 25 23 90 61 249 30 150 20 23 91 335 20 21 72 93 28 91 25 20 38 177 20 132
internal_value=0 0.00118303 0.00220091 0.00184618 0.00171123 0.00180566 0.0014799 0.000920431 0.00162864 0.00206533 0.0017591 0.00228023 0.00232963 0.00224732 0.00227266 0.00221171 0.00224157 0.00229625 0.00209914 0.00204255 0.00210669 0.00187335 0.00169571 0.00219226 0.00135998 0.00112277 0.00138633 0.00253919 0.00254232 0.00296188
internal_weight=0 511 2610 477 428 402 232 351 212 113 160 2133 1884 1386 1356 1206 1186 1095 608 588 565 367 295 119 176 151 131 198 487 152
internal_count=3121 511 2610 477 428 402 232 351 212 113 160 2133 1884 1386 1356 1206 1186 1095 608 588 565 367 295 119 176 151 131 198 487 152
is_linear=0
shrinkage=0.010055


Tree=2464
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 3 43 2 1 2 14 4 52 1 1 457 1 49 16 3 3 0 12 4 0 1 52 4 0
split_gain=151.942 18.4773 16.612 10.1126 9.0738 7.99554 6.97295 5.38215 4.70098 3.68947 3.44794 3.09888 2.26732 2.12146 2.09598 2.04143 2.01676 4.00148 1.87611 1.7333 1.59358 1.46255 1.34439 1.32383 0.90784 0.888956 0.915773 0.862118 0.928229 1.26233
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.31534000000000006 -0.025214999999999998 0.089885000000000007 0.09253500000000002 0.11177500000000001 0.076175000000000007 -0.011209999999999999 0.048770000000000008 0.12205500000000001 0.091195000000000012 0.080930000000000016 0.088975000000000012 -0.012034999999999999 -0.008904999999999998 -0.14186499999999996 -0.10831999999999999 -0.066089999999999996 0.095780000000000018 0.022185000000000003 -0.14116499999999996 0.082005000000000008 0.40674500000000008 -0.39518999999999993 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 18 8 7 14 11 -4 -9 15 -12 -8 -3 27 20 -18 -2 -14 25 -22 -17 -23 -25 -10 -27 28 -1 -30
right_child=1 6 9 -5 -6 -7 13 10 16 -11 12 -13 19 -15 -16 22 17 -19 -20 -21 21 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0023631488372300767 0.0012307874104482042 0.00087262146265023254 0.0017375082749500406 0.001142867718035991 0.0009343316279895313 0.0012124222828572553 0.000130792565540406 0.0015378760387048456 0.002404334744936119 0.0010623785461714047 0.0014397810129264073 0.0024210520717090813 0.0009753834620238632 0.00066954540186018197 0.00048130325786896618 0.0019143147206374107 0.0019389298828587061 0.00101705230616177 0.0018076302866675401 0.00044649992255867122 0.0015129437744103597 0.0019450882267537419 0.0014619080403271928 0.001852546154627128 0.0016326756953258747 0.0017363043488840589 0.002119136989166838 0.0017581646377183642 0.0020576092356231973 0.0016767925480270258
leaf_weight=28 20 71 34 45 74 41 57 39 21 77 22 58 65 34 91 216 34 23 92 25 32 435 21 210 74 25 67 29 1035 26
leaf_count=28 20 71 34 45 74 41 57 39 21 77 22 58 65 34 91 216 34 23 92 25 32 435 21 210 74 25 67 29 1035 26
internal_value=0 0.000952962 0.00191489 0.00194451 0.00139816 0.0019597 0.000747993 0.000868912 0.00197282 0.00126918 0.00110076 0.00203467 0.00094855 0.000332085 0.000652807 0.00201813 0.00187793 0.00156694 0.00170462 0.000828471 0.00189845 0.00187001 0.00187423 0.00188591 0.00179526 0.00208744 0.00201511 0.00204864 0.00205637 0.00204828
internal_weight=0 590 2531 2420 186 2375 404 313 2334 111 151 1413 112 91 162 1355 921 57 112 90 864 751 237 719 284 113 92 1118 1089 1061
internal_count=3121 590 2531 2420 186 2375 404 313 2334 111 151 1413 112 91 162 1355 921 57 112 90 864 751 237 719 284 113 92 1118 1089 1061
is_linear=0
shrinkage=0.00170698


Tree=2465
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 4 1 1 1 47 0 11 1 150 14 0 49 50 2 43 12 3 4 0 2 43 16
split_gain=139.643 18.2954 15.5971 9.91446 9.06563 7.77768 7.70058 4.95963 4.52192 3.62532 2.78883 2.73415 2.65909 2.53331 2.4907 2.85662 4.05037 2.27075 2.07784 1.67385 1.62658 1.52478 1.41921 1.28022 1.36459 1.23934 1.13774 1.11903 1.00682 0.975424
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.089885000000000007 0.40945500000000007 0.077845000000000011 0.091195000000000012 0.12656000000000003 0.10019500000000002 -0.062294999999999996 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.062655000000000016 -0.15350499999999997 -0.012034999999999999 0.041865000000000006 -1.0000000180025095e-35 -0.079914999999999986 0.095780000000000018 -0.10831999999999999 0.42642000000000008 -0.038659999999999993 0.31358000000000003 -0.14792499999999997 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 19 8 7 10 12 -4 17 25 18 -14 15 23 26 29 -3 -2 27 -12 -11 24 -9 -10 -17 -7 -16 -1
right_child=1 5 9 -5 -6 20 -8 14 11 22 21 -13 13 -15 28 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021514866614860757 0.0013583074174229476 0.0015172620631324614 0.0018738600673540034 0.0012165098652230004 0.0010422500579234297 0.00047303235316186999 0.0012904556680458799 0.0016626397052127836 0.00070347439474505624 0.0013089013921024689 0.0015092826660815207 0.00057712877052197261 0.0018133615135745601 0.0010444394503336635 0.0018465762551673577 0.0015454721678122656 0.00093957926400417904 0.0024376943284441809 0.00093385669898595901 0.0018924864573794573 0.00084152945820595022 0.0019627393965228235 0.00081309300287334878 0.0018434308587624323 0.0020116284410019464 0.0012116129249390172 0.0020308111854427024 3.4814571232503298e-05 0.0022577758838825987 0.0020525503894641976
leaf_weight=545 20 21 28 45 74 51 41 34 20 61 23 82 30 20 21 24 20 59 92 92 23 214 22 303 407 41 31 24 81 572
leaf_count=545 20 21 28 45 74 51 41 34 20 61 23 82 30 20 21 24 20 59 92 92 23 214 22 303 407 41 31 24 81 572
internal_value=0 0.00106246 0.00196656 0.00199469 0.00149678 0.000862506 0.00200944 0.00202207 0.000993912 0.00135315 0.00208435 0.000776715 0.00118446 0.00150579 0.00192651 0.0018958 0.00158451 0.00211772 0.00104228 0.0017971 0.000452198 0.00191873 0.00117748 0.00192718 0.00198472 0.00104501 0.00181903 0.000332803 0.00217312 0.00210082
internal_weight=0 590 2531 2420 186 404 2375 2334 306 111 1413 143 163 50 921 819 75 1176 113 112 98 237 83 744 441 61 55 75 102 1117
internal_count=3121 590 2531 2420 186 404 2375 2334 306 111 1413 143 163 50 921 819 75 1176 113 112 98 237 83 744 441 61 55 75 102 1117
is_linear=0
shrinkage=0.00167351


Tree=2466
num_leaves=31
num_cat=0
split_feature=1 2 9 0 3 14 44 0 4 1 4 43 2 376 2 48 4 15 4 52 49 13 4 51 51 51 49 13 13 16
split_gain=4.94844 1.22753 0.651736 0.650391 0.639378 0.590528 0.590027 0.716768 0.861989 0.910751 0.606498 0.524079 0.458974 0.451549 0.438854 0.435748 0.543332 0.435477 0.434896 0.415944 0.404281 0.39591 0.388593 0.379389 0.616725 0.391408 0.532917 0.368238 0.522773 0.361789
threshold=0.11690500000000002 0.10060500000000001 -1.0000000180025095e-35 -0.13843999999999998 -0.053259999999999995 0.062655000000000016 1.0000000180025095e-35 -0.11013499999999998 -0.018869999999999994 0.083135000000000014 0.0082450000000000006 -0.0077799999999999996 0.15361500000000003 0.083960000000000021 0.31358000000000003 0.093265000000000015 -0.52556499999999995 -0.10469999999999999 0.42642000000000008 -0.084699999999999984 -0.088694999999999982 -0.081829999999999986 -0.064804999999999988 -0.13782999999999998 -0.095579999999999984 -0.085534999999999986 0.085970000000000005 0.05868000000000001 -0.074044999999999986 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 18 27 6 7 8 -4 11 13 -10 -5 15 22 16 -9 -17 20 -19 -3 -12 -6 -18 -25 26 -26 28 -2 -27
right_child=4 3 5 12 14 -7 -8 10 9 -11 21 -13 -14 -15 -16 17 23 19 -20 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.0011640479722658751 0.00094386368024444722 0.0024996841614184748 -0.00025679488951857449 0.0021836688641204659 0.0021206547791269171 0.0032968231384326984 0.0041858411863650823 0.0041565160575182201 0.0021187239558503211 0.0012907243196785389 0.0025221034224667178 0.0041840837989358054 0.00063379568395854099 0.0010333353183255717 -0.00044150605381853815 0.0025573384906300055 0.0033535114750949699 0.0022728753907329548 0.0027711530264909515 0.00046141817259827617 0.00092180358522944142 0.0014283456561754973 0.0008191378675594267 0.0010790280711580648 0.0023740207509172794 0.0027815605141083993 0.0045136210417994951 0.00086806881141613887 0.0027602672529434395 0.0024194245581379654
leaf_weight=41 25 20 20 468 27 87 20 23 28 72 56 24 21 21 26 56 62 24 20 30 117 92 227 30 24 422 25 34 50 929
leaf_count=41 25 20 20 468 27 87 20 23 28 72 56 24 21 21 26 56 62 24 20 30 117 92 227 30 24 422 25 34 50 929
internal_value=0 0.00232337 0.00244435 0.00193272 0.00108701 0.00247002 0.00243329 0.0024152 0.00171902 0.0020377 0.00247108 0.00307197 0.00211711 0.00252763 0.000827581 0.00254694 0.00259219 0.00192366 0.00135839 0.00126651 0.00115215 0.0018422 0.000957488 0.00256808 0.00253402 0.0025652 0.00346565 0.00175343 0.0021548 0.00253254
internal_weight=0 2732 2086 646 389 2045 1958 1938 144 124 1794 52 489 1646 280 1625 1515 110 157 54 137 148 254 1492 1430 1400 49 109 75 1351
internal_count=3121 2732 2086 646 389 2045 1958 1938 144 124 1794 52 489 1646 280 1625 1515 110 157 54 137 148 254 1492 1430 1400 49 109 75 1351
is_linear=0
shrinkage=0.0102561


Tree=2467
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 2 42 14 159 150 4 1 13 1 43 1 43 148 3 16 4 0 43 12 47 14 12
split_gain=125.211 16.1808 14.3684 11.354 9.37622 7.27059 5.55187 5.21151 4.22751 3.70524 2.96765 2.80691 2.0362 2.03378 3.73138 2.16296 1.73869 1.52966 1.49583 1.36599 1.35147 1.20502 1.20261 1.62499 1.1899 1.08913 0.991046 0.929696 0.876115 0.92419
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.14285500000000004 0.089885000000000007 -0.076394999999999977 0.076175000000000007 0.084250000000000005 1.0000000180025095e-35 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 0.091195000000000012 -0.080324999999999994 0.15471500000000002 -0.040344999999999992 -0.043434999999999994 0.13524500000000003 -0.45661999999999997 0.038415000000000012 -0.066089999999999996 0.0034250000000000005 0.086655000000000024 0.07813500000000001 -0.46885499999999997 -0.040564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 8 20 11 10 -4 16 12 19 15 22 -10 -1 -11 -8 -5 -3 -21 -15 26 -18 -17 -24 -9 -22 -30
right_child=1 6 9 7 -6 -7 18 27 13 17 -12 -13 -14 14 -16 25 24 -19 -20 21 28 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021141014429524848 0.0018459356257353222 0.00063240191047535634 0.0020306615716315247 0.0012179565312058326 0.0012093056887920125 0.001286225962101186 0.00063399989552395631 0.00035619572668745344 0.0014636387536592923 0.001361848117921732 0.0024950365109113796 0.00084714112463658007 0.0010774093822081554 0.0021234456238168006 0.0012508615982866175 0.0020923132567607118 0.0019858767209028085 0.00086641572883998581 0.00021511454819144319 0.0019685932772221201 0.0014507751280821975 0.0014472313688966947 0.0022549792911028747 0.0017172978846454335 0.0015430615152536051 0.0018953427149806807 0.0019085607333018898 0.00086990880255048448 0.00080852168626195024 0.0011784805998522301
leaf_weight=1118 101 22 21 25 45 41 116 25 21 61 58 38 41 64 30 374 216 29 35 29 20 27 32 144 21 116 140 20 34 57
leaf_count=1118 101 22 21 25 45 41 116 25 21 61 58 38 41 64 30 374 216 29 35 29 20 27 32 144 21 116 140 20 34 57
internal_value=0 0.00107523 0.00198373 0.00135857 0.00201239 0.00202761 0.000769945 0.00111845 0.00204063 0.00135894 0.00210165 0.00126862 0.00139989 0.00194701 0.00185384 0.00202176 0.00208481 0.00120221 0.000536907 0.00156313 0.00103452 0.00171722 0.00190145 0.00185648 0.00194664 0.00204568 0.00197301 0.000584513 0.00111422 0.00104025
internal_weight=0 590 2531 306 2420 2375 284 205 2334 111 1413 160 122 921 410 511 1355 90 151 81 133 56 380 316 237 490 172 45 111 91
internal_count=3121 590 2531 306 2420 2375 284 205 2334 111 1413 160 122 921 410 511 1355 90 151 81 133 56 380 316 237 490 172 45 111 91
is_linear=0
shrinkage=0.00177594


Tree=2468
num_leaves=31
num_cat=0
split_feature=4 2 3 39 15 149 457 0 2 0 3 4 133 133 15 1 96 2 42 10 16 403 2 48 4 160 3 16 0 1
split_gain=4.75365 1.51069 0.872176 0.724006 0.668056 0.653961 0.548934 0.623323 0.538382 0.522857 0.52044 0.498738 0.488398 0.482959 0.596077 0.461637 0.447981 0.444651 0.657642 0.559455 0.641375 0.431438 0.414122 0.383179 0.67762 0.624026 0.442873 0.400444 0.370705 0.32756
threshold=0.27287000000000006 0.14285500000000004 0.30112000000000005 0.056590000000000008 -0.14601999999999996 0.07770500000000001 0.29113500000000009 -0.14920999999999998 0.25063000000000007 -0.13455999999999999 -0.028564999999999997 0.022185000000000003 0.11524500000000001 1.0000000180025095e-35 -0.03241999999999999 0.086105000000000015 0.086715000000000014 0.11682500000000001 0.091545000000000015 0.09820000000000001 -0.5335399999999999 -0.021474999999999998 -0.0091949999999999983 0.093265000000000015 -0.51843499999999987 -0.40957499999999997 0.10732000000000001 -0.14322499999999996 -0.14723999999999998 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 7 29 16 15 -6 23 21 14 -3 -9 17 18 19 20 -2 -13 -12 24 -11 -25 27 -26 -24 -1
right_child=5 13 -4 4 10 -7 -8 9 -10 11 22 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 28 25 26 -27 -28 -29 -30 -31
leaf_value=0.0036159710429145842 0.0010239899142466145 0.0010345088373484609 0.00074194192029837416 0.0029713654566617207 0.00013992658294502229 0.0021165324193978862 0.00072141960798079716 0.0019316218366149127 -0.0005998641731312065 0.0032680852119115534 0.0007708847049873002 0.00057723887851182036 0.00074625077696442927 0.0015920295203322545 -0.0008372105939820322 0.00029744707822343798 -0.0004147626229959111 0.00056858139627670987 0.00022848467144651914 0.00034255735868291915 0.0025953713678370394 0.0019171601654757969 0.0008787508042078742 0.00023183632209814169 0.0029882578987077586 0.0018645099908944488 0.00089010968625817598 0.0020676515623178444 0.0020856626248366922 0.0024120240469601602
leaf_weight=20 34 32 45 20 26 28 25 27 22 37 44 20 38 35 22 26 21 143 35 21 48 232 26 21 37 123 24 1682 78 129
leaf_count=20 34 32 45 20 26 28 25 27 22 37 44 20 38 35 22 26 21 143 35 21 48 232 26 21 37 123 24 1682 78 129
internal_value=0 0.00191305 0.00195031 0.00197094 0.00145626 0.000833089 0.00201185 0.0020252 0.000722174 0.00198915 0.0012821 0.00200972 0.00167132 0.000791086 0.000271956 0.00112995 0.000818481 0.000910645 0.0012651 0.00161735 0.00194382 0.00181082 0.00148276 0.00206073 0.00209586 0.00162641 0.00207098 0.00208747 0.00178393 0.00257363
internal_weight=0 2769 2680 2635 194 352 2441 2416 324 2267 174 2214 290 89 54 53 302 281 138 103 82 252 148 1924 1780 144 1743 1719 104 149
internal_count=3121 2769 2680 2635 194 352 2441 2416 324 2267 174 2214 290 89 54 53 302 281 138 103 82 252 148 1924 1780 144 1743 1719 104 149
is_linear=0
shrinkage=0.00875344


Tree=2469
num_leaves=31
num_cat=0
split_feature=1 2 12 123 4 2 4 2 1 50 34 1 4 14 11 43 457 1 12 0 34 2 2 16 3 3 159 2 0 52
split_gain=108.944 13.9175 12.2776 12.2131 8.33813 6.43621 4.1678 3.93307 3.19006 3.17611 2.56692 2.21966 1.87174 1.77977 1.77254 1.57922 1.54024 3.75754 1.51458 1.41377 1.34279 1.29969 3.0626 2.08603 1.22797 1.70218 1.6287 1.6254 1.14877 1.06451
threshold=0.10752500000000002 0.13754500000000003 0.085055000000000006 1.0000000180025095e-35 0.36766000000000004 0.14122000000000004 0.40124500000000002 0.089885000000000007 0.077845000000000011 0.041865000000000006 -0.021334999999999996 0.090540000000000023 -0.033174999999999989 -0.46413499999999996 1.0000000180025095e-35 -0.079914999999999986 0.069910000000000014 0.084525000000000003 0.093765000000000015 -0.066089999999999996 -0.082914999999999989 0.10803500000000001 -1.0000000180025095e-35 -0.0024749999999999993 -0.14186499999999996 -0.10831999999999999 0.030370000000000005 0.10584500000000001 -0.067624999999999977 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 7 18 11 -5 -3 20 14 -12 -14 -1 -10 24 -18 -4 -13 -2 22 -15 -23 -9 -26 29 -28 -11 -27
right_child=1 9 6 8 -6 -7 -8 16 15 28 12 19 13 21 -16 -17 17 -19 -20 -21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0017276494497988359 0.00075104100735024599 0.00041309483888204041 0.0018711477462335863 0.0015714696120524506 0.0010081412607283421 0.0010701694933595949 0.00097292486681936218 0.0017488358286162568 0.0011145128622054006 0.0011489562783622736 0.0013761518350647848 0.0016221189172006588 0.0013059692126907749 0.00070846100812302294 0.0019879561809653746 0.00065009281513692238 0.0016778290988903473 0.00091890903688374734 0.0014443304727620328 0.0012200977822717923 0.00029905176580626339 0.00085661697694569517 0.0014463855446960438 0.00034929671755014178 0.0012473192737350539 0.001508335637535126 0.0018746083653506747 0.0014690081861349785 0.00064528860210257433 0.0016329604631168872
leaf_weight=1090 47 119 23 28 45 41 40 113 61 20 20 241 21 27 61 22 34 25 91 21 21 96 23 22 32 319 80 30 20 288
leaf_count=1090 47 119 23 28 45 41 40 113 61 20 20 241 21 27 61 22 34 25 91 21 21 96 23 22 32 319 80 30 20 288
internal_value=0 0.000910632 0.00104926 0.00161973 0.00164184 0.00165384 0.00138563 0.0016641 0.00113773 0.000534863 0.000862247 0.00171334 0.000943844 0.000898097 0.00174145 0.000991414 0.00158854 0.00135625 0.00153044 0.0015899 0.000611456 0.000847114 0.00104791 0.000762032 0.00160444 0.00158265 0.00159762 0.00176399 0.000897122 0.00156747
internal_weight=0 590 431 2531 2420 2375 154 2334 111 159 277 1413 209 189 1151 83 921 59 114 262 68 168 50 118 862 749 717 110 40 607
internal_count=3121 590 431 2531 2420 2375 154 2334 111 159 277 1413 209 189 1151 83 921 59 114 262 68 168 50 118 862 749 717 110 40 607
is_linear=0
shrinkage=0.00148603


Tree=2470
num_leaves=31
num_cat=0
split_feature=4 2 3 39 15 149 10 457 11 41 16 3 1 2 13 1204 4 0 483 1429 52 159 157 2 2 51 1 43 159 475
split_gain=4.39558 1.38861 1.09743 0.738575 0.567051 0.547366 0.493998 0.476955 0.404215 0.494999 0.699832 0.399718 0.373123 0.370563 0.65336 0.604369 0.385396 0.459408 0.366612 0.453625 0.606303 0.390312 0.361999 0.332596 0.327889 0.327294 0.321114 0.314501 0.329144 0.298614
threshold=0.27287000000000006 0.17025000000000004 0.30112000000000005 0.056590000000000008 -0.14601999999999996 0.07770500000000001 -0.079859999999999987 0.29113500000000009 1.0000000180025095e-35 0.085095000000000018 0.25084500000000004 -0.028564999999999997 0.12000500000000001 0.088850000000000012 -0.10664 -0.079429999999999987 -0.074729999999999977 -0.082619999999999985 -0.095084999999999989 0.084770000000000012 -0.057699999999999994 0.11389500000000001 0.12040000000000002 -0.0091949999999999983 0.094835000000000017 -1.0000000180025095e-35 0.10089500000000001 0.10366000000000002 0.10779000000000001 -0.086169999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -2 8 13 10 -10 -6 -8 18 -15 -16 17 -17 25 21 -21 -20 29 -13 -25 -1 -12 28 -14 -18
right_child=5 -3 -4 4 11 -7 12 -9 9 -11 26 23 27 14 15 16 22 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0041977615460979494 -0.00024823140727342545 7.8729227743660246e-05 0.0007742497153740809 0.0032657493898313175 0.00031926312306118881 0.002328998532107174 0.0013601554365391929 0.00086394834054734078 0.003671761615040476 0.0014964449298680482 0.0011728118980314534 0.0008994565189478558 0.00058545258361196787 0.0007779143323882828 0.00063908005639347625 0.0040500002596997953 0.0033016462652546365 0.0024200946643058948 0.0023931025161157502 4.4379570865878132e-05 0.0022871165116161072 0.0010442892135851701 0.0010258413860492284 0.0026267298063325029 0.0014842178190983947 0.0025165383403900911 0.0026798644259230188 -0.00045463948712610156 0.0019978481452487783 0.0020852707004851119
leaf_weight=21 39 33 56 20 28 28 140 25 77 28 20 44 100 38 27 20 22 201 1198 21 32 23 33 45 64 29 58 24 21 606
leaf_count=21 39 33 56 20 28 28 140 25 77 28 20 44 100 38 27 20 22 201 1198 21 32 23 33 45 64 29 58 24 21 606
internal_value=0 0.00217 0.00219522 0.00222491 0.00162698 0.000953243 0.00083435 0.00227339 0.00228775 0.00275145 0.00297815 0.0014459 0.000982493 0.00225039 0.00209548 0.00215056 0.00219683 0.0025676 0.00236118 0.00232737 0.00139848 0.00236769 0.00207286 0.00165208 0.0019559 0.00322265 0.00229344 0.000617853 0.000830579 0.00212788
internal_weight=0 2769 2736 2680 201 352 324 2479 2454 183 155 181 285 2271 947 909 882 221 1324 1274 53 1221 661 153 109 50 78 145 121 628
internal_count=3121 2769 2736 2680 201 352 324 2479 2454 183 155 181 285 2271 947 909 882 221 1324 1274 53 1221 661 153 109 50 78 145 121 628
is_linear=0
shrinkage=0.0102561


Tree=2471
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 457 34 1 123 149 0 4 0 16 15 13 12 14 3 14 15 0 4 0 4 12 16 1455 48 16
split_gain=3.56042 1.14417 0.660324 0.493381 0.718749 0.480061 0.479635 0.451879 0.437975 0.49233 0.467602 0.48311 0.43995 0.986312 0.426698 0.476742 0.443043 0.419076 0.38078 0.376773 0.34596 0.340132 0.991478 0.588847 0.41758 0.542175 0.497811 0.468712 0.435642 0.537255
threshold=0.27287000000000006 0.14285500000000004 -0.010834999999999999 -0.0091949999999999983 0.093320000000000014 0.29113500000000009 -0.072169999999999984 0.15471500000000002 0.085740000000000011 0.07770500000000001 0.034820000000000011 0.36766000000000004 -0.079119999999999982 -0.50339499999999993 -0.03241999999999999 -0.084034999999999985 0.11351500000000002 0.019675000000000002 0.30112000000000005 -0.10708499999999999 0.090455000000000021 -0.10836499999999999 -0.0016099999999999997 -0.15350499999999997 0.022185000000000003 0.11418000000000002 -0.16075999999999999 0.068185000000000009 0.093265000000000015 0.24134000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 17 -1 8 9 10 11 -2 13 -10 15 -3 -16 18 19 -4 -19 22 23 -21 28 26 -26 -28 -23 -30
right_child=7 14 5 4 -6 -7 -8 -9 12 -11 -12 -13 -14 -15 16 -17 -18 20 -20 21 -22 24 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0014261594425323311 0.0026070415231135074 0.00053911967365426802 0.0034704217162950029 0.0029850896792144119 0.0014282845228118545 0.00078929393530510609 -0.0006793985069752245 -0.00026842293967321423 0.0010966361477634497 0.0028922499120020298 0.0027605213013506295 0.00078240451025230091 0.001216371661993707 -0.0022109359545909426 -0.00109673255701854 0.0029340343688498416 0.0010666350916223766 0.0035450093149383493 0.00093295324660698812 0.0015671279807868543 0.0021674263761240434 0.0023351639299815275 0.0023056202094472755 -0.00091864504416298755 0.0031534947601284421 0.00039127587350411215 0.0014608017590075242 0.0031175892427890654 0.002082085289108403 0.00050464813223718313
leaf_weight=40 20 21 29 52 123 29 20 35 25 22 20 169 41 20 20 20 28 53 29 24 39 1748 100 23 37 30 133 25 111 35
leaf_count=40 20 21 29 52 123 29 20 35 25 22 20 169 41 20 20 20 28 53 29 24 39 1748 100 23 37 30 133 25 111 35
internal_value=0 0.00211399 0.00215511 0.00159303 0.00189088 0.00220913 0.000724307 0.000928638 0.00106081 0.00131258 0.0011463 0.000975488 0.000384517 -0.000373396 0.000875655 0.00170737 0.000165232 0.00222618 0.00219709 0.00221306 0.00296103 0.00219697 0.00168057 0.000350686 0.00223279 0.00178064 0.00199439 0.00172295 0.00228651 0.00170393
internal_weight=0 2769 2680 235 175 2445 60 352 317 231 209 189 86 45 89 41 48 2416 2324 2295 92 2266 147 47 2119 225 195 158 1894 146
internal_count=3121 2769 2680 235 175 2445 60 352 317 231 209 189 86 45 89 41 48 2416 2324 2295 92 2266 147 47 2119 225 195 158 1894 146
is_linear=0
shrinkage=0.0111015


Tree=2472
num_leaves=31
num_cat=0
split_feature=1 2 16 3 3 52 2 9 3 12 484 14 147 4 12 13 16 1429 4 47 160 159 481 401 48 13 1204 147 484 15
split_gain=2.94207 0.713037 0.448965 0.996406 0.932155 0.697079 0.585661 0.447014 0.440146 0.605479 0.413201 0.409335 0.42972 0.538875 0.403158 0.387262 0.383281 0.382946 0.377351 0.503767 0.424572 0.488308 0.429296 0.416466 0.435497 0.66993 0.382803 0.36822 0.366981 0.380106
threshold=0.11690500000000002 0.10060500000000001 0.40020000000000006 -0.10217499999999997 -0.14477499999999996 0.029970000000000007 0.11548000000000001 -1.0000000180025095e-35 0.31299000000000005 -0.42850999999999995 0.08764000000000001 -1.0000000180025095e-35 0.089365000000000014 -0.0060199999999999993 0.13597000000000004 -0.08971999999999998 -0.080509999999999984 -0.087914999999999979 -0.082249999999999976 0.085025000000000017 0.3961050000000001 0.11058000000000003 -0.009074999999999998 0.08481000000000001 -0.0046349999999999994 -0.033284999999999988 -0.08725999999999999 0.095485000000000014 0.085595000000000018 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 10 -3 -1 -2 -10 27 -9 17 -14 15 -7 -17 -13 19 28 21 22 -20 24 25 -24 -26 -5 29 -19
right_child=8 2 -4 5 -6 14 -8 11 9 -11 -12 12 13 -15 -16 16 -18 18 20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00093409626065704839 0.0011812056422772377 0.0023427123734134944 0.0022433689667367271 0.00099940709105325034 -0.0020074328223136416 0.0012036893770283809 -0.00037938800948472277 0.0037295422078700326 0.0015253332558094414 -0.00047585740399995339 0.0029281469624768473 0.0035112192358180451 0.0023440678813349534 -0.00044542858702890334 0.00076426103991227305 0.0035566924767776262 0.0022270994007377795 0.0031196376486752517 0.0027313136526104904 0.00058042630554186448 0.0033690930473924863 0.00073891819536128149 0.0047223736161985655 0.0025968171551566045 0.0034794799271880878 0.0017717240371615329 0.0018395702332573267 0.0027127233647693252 0.0013340684527975199 0.0023908715754364001
leaf_weight=41 294 25 173 192 20 26 21 25 34 61 21 32 20 20 21 56 71 147 134 20 36 40 20 154 21 25 968 20 35 348
leaf_count=41 294 25 173 192 20 26 21 25 34 61 21 32 20 20 21 56 71 147 134 20 36 40 20 154 21 25 968 20 35 348
internal_value=0 0.0020684 0.00171955 0.00152797 0.000158364 0.00175006 0.00110001 0.00217643 0.000951436 0.000240358 0.00132031 0.00220134 0.00218243 0.00094932 0.00232554 0.00253984 0.00281338 0.00220734 0.00218592 0.00245257 0.00208102 0.00204697 0.00208655 0.00201382 0.001927 0.00308312 0.00187439 0.00116104 0.00252321 0.00260729
internal_weight=0 2732 646 473 66 407 46 2086 389 95 233 2045 2020 40 174 153 127 1980 1948 550 1398 1362 1322 1188 1034 45 989 212 530 495
internal_count=3121 2732 646 473 66 407 46 2086 389 95 233 2045 2020 40 174 153 127 1980 1948 550 1398 1362 1322 1188 1034 45 989 212 530 495
is_linear=0
shrinkage=0.0120166


Tree=2473
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 47 11 11 2 0 12 0 47 49 151 1 4 3 2 150 1 16 49 3 16
split_gain=107.541 12.8096 12.0157 9.58218 7.05229 4.25914 4.18549 3.8466 3.82002 2.69801 2.64125 2.2675 2.17389 2.15101 1.81368 2.55619 1.76192 1.7082 1.7109 1.44189 1.378 1.33521 1.87222 1.26549 1.29504 1.25515 1.20445 1.18078 1.11119 1.57995
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.16363499999999997 0.082585000000000006 0.033845000000000007 0.077555000000000013 1.0000000180025095e-35 0.080150000000000013 0.11389000000000002 -0.097024999999999986 0.13597000000000004 -0.11242999999999999 0.091680000000000011 -0.063424999999999981 -0.082829999999999973 0.15471500000000002 -0.062539999999999984 0.090900000000000009 0.14285500000000004 1.0000000180025095e-35 0.10089500000000001 -0.013024999999999998 -0.012034999999999999 -0.20241999999999996 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 -3 11 -6 23 14 13 16 -13 21 -8 28 -4 18 25 -20 -7 -1 26 24 -5 -9 -23 -2 -16 -30
right_child=1 5 6 8 7 20 9 17 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018145592568410578 0.0012044897793117894 0.00091963396561523707 0.0014478894724867998 0.0013118696134763398 0.0017563936280890048 0.00060927858592984619 0.0020772311581021721 0.0014868843992548141 0.00062218768344595202 0.0015067969632542174 0.0020644621769740179 0.0023799412132775016 0.0018587027308071453 0.0010849988262544156 0.0019746442796842547 0.0012067212049785073 0.0018255061698377564 0.0014746211415006356 0.0011768270430509765 0.0007025549626122013 0.00024513018732418717 0.0015020783487627281 0.0011532160913193365 0.00076201698362845594 0.0009546224005853415 0.0010040225616883382 0.0019054112036451199 0.0016357227792238641 0.0017543353582485767 0.0015677264262081078
leaf_weight=70 20 133 33 73 31 116 37 30 58 171 35 37 47 20 45 25 1024 31 27 43 35 53 26 22 41 26 30 92 540 150
leaf_count=70 20 133 33 73 31 116 37 30 58 171 35 37 47 20 45 25 1024 31 27 43 35 53 26 22 41 26 30 92 540 150
internal_value=0 0.000955764 0.00171835 0.0011841 0.00147059 0.000709744 0.00176793 0.0012386 0.000967821 0.00169013 0.00165697 0.00183393 0.0020883 0.0015853 0.00172947 0.00171254 0.00181372 0.00113636 0.00105314 0.000885488 0.000524873 0.0016412 0.00152987 0.00111522 0.00118339 0.0012627 0.00164786 0.00155872 0.00172974 0.00171377
internal_weight=0 590 2531 306 422 284 2109 188 194 968 234 1141 84 199 797 760 1057 157 126 70 151 179 109 136 114 56 83 112 735 690
internal_count=3121 590 2531 306 422 284 2109 188 194 968 234 1141 84 199 797 760 1057 157 126 70 151 179 109 136 114 56 83 112 735 690
is_linear=0
shrinkage=0.00160853


Tree=2474
num_leaves=31
num_cat=0
split_feature=4 2 123 3 1 12 44 14 16 4 4 12 159 39 40 1 2 9 4 3 0 48 4 40 43 0 160 480 16 13
split_gain=2.89795 0.999727 0.73716 0.482726 0.462411 0.415793 0.473618 0.37209 0.526988 1.27521 0.488249 0.776459 0.751766 0.708448 0.666737 0.376652 0.634181 0.353041 0.358851 0.697695 0.71021 0.463521 0.430343 0.429128 0.342004 0.414124 0.336513 0.339936 0.29822 0.509531
threshold=0.27044500000000005 0.17025000000000004 0.11021500000000002 0.20828500000000003 0.08592000000000001 -0.086254999999999984 0.081805000000000017 -0.47013499999999991 -0.11118499999999999 0.51303500000000013 0.51164000000000009 0.10016000000000001 0.10620500000000001 0.087880000000000014 -0.075219999999999981 0.10471500000000002 0.11548000000000001 -1.0000000180025095e-35 -0.082249999999999976 0.11296500000000002 -0.019414999999999998 0.092475000000000016 -0.51843499999999987 -0.078349999999999989 -0.073404999999999984 -0.068944999999999992 -0.54913999999999985 -0.095389999999999989 -0.088704999999999992 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 24 17 -6 10 -10 11 14 13 -12 -9 -16 -17 -7 21 20 23 22 -19 -20 25 -1 -25 -28 -24 -30
right_child=4 -3 -4 -5 7 6 -8 8 9 -11 12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 28 26 -26 -27 27 -29 29 -31
leaf_value=0.0013972408020163282 0.00239497941187383 -3.3228870488655178e-05 8.5476610671525859e-05 0.00086972426449463821 0.0017862137435666662 0.0006757829093063354 0.0032114436309641638 -0.00083448338993520653 0.0011695462938422735 -0.0025913648801615531 0.0031807562733503388 -0.0012790950304061839 -5.8416821026583543e-05 0.00081160928547311924 -0.00021584388086077336 0.0025402371183569331 0.00069514834105022054 0.0034039206207684474 0.0035257426947581977 5.1621677640898648e-05 0.0001966098981121454 0.00088899295319362333 0.0027213670969109759 0.0029351564280245849 0.0021618204609110884 -0.00033603179270331063 0.00046613489086968064 0.0019222750323831205 0.00074000447111653993 0.0021670718062845335
leaf_weight=65 22 33 27 52 37 26 38 26 25 20 35 27 28 28 21 38 58 38 21 25 29 32 106 40 42 23 20 1636 33 470
leaf_count=65 22 33 27 52 37 26 38 26 25 20 35 27 28 28 21 38 58 38 21 25 29 32 106 40 42 23 20 1636 33 470
internal_value=0 0.00188742 0.0019107 0.00192898 0.000834766 0.00194981 0.00198147 0.000734694 0.000607549 -0.00050197 0.000798845 0.000447546 0.00145512 0.0021278 0.000773555 0.0011309 0.0014255 0.00196259 0.00197625 0.00189306 0.00191942 0.00219323 0.00225774 0.00194852 0.0013376 0.000944226 0.00192899 0.00190469 0.00218622 0.00207345
internal_weight=0 2756 2723 2696 365 2644 2514 343 306 45 261 170 91 63 143 117 96 2476 2450 1771 1746 679 647 1717 130 88 1696 1656 609 503
internal_count=3121 2756 2723 2696 365 2644 2514 343 306 45 261 170 91 63 143 117 96 2476 2450 1771 1746 679 647 1717 130 88 1696 1656 609 503
is_linear=0
shrinkage=0.0111015


Tree=2475
num_leaves=31
num_cat=0
split_feature=4 2 123 3 1375 15 49 0 15 4 1 47 1428 472 16 52 11 160 3 16 456 1447 16 14 16 13 12 13 16 0
split_gain=2.34734 0.809779 0.60136 0.410977 0.554661 0.479509 0.423676 0.494162 0.503821 0.569643 0.374553 0.368552 0.367162 0.366252 0.339864 0.540356 0.411139 0.411137 0.917698 0.524761 0.525636 0.452563 0.400798 0.334056 1.05463 0.38577 0.335986 0.454104 0.390228 0.344828
threshold=0.27044500000000005 0.17025000000000004 0.11135500000000001 -0.07359499999999998 -0.27302499999999996 -0.17952999999999997 0.14321000000000003 -0.14832499999999996 -0.083359999999999976 -0.036839999999999991 0.08592000000000001 0.11043500000000002 0.08653000000000001 -1.0000000180025095e-35 -0.011734999999999997 -0.14765999999999999 0.097680000000000017 -0.015149999999999999 -0.11171999999999999 -0.0083599999999999976 0.041000000000000002 -0.085684999999999997 -0.0068949999999999992 -0.42495999999999995 -0.23935499999999996 -0.0075049999999999987 0.10016000000000001 -0.15714499999999998 -0.42170999999999997 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -6 -10 -2 12 14 -14 15 -7 17 18 -16 20 -20 -19 -21 25 26 -12 27 29 -29 -25
right_child=10 -3 -4 4 6 11 -8 -9 9 -11 23 -13 13 -15 16 -17 -18 21 19 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0027062647763862555 0.0018396826921415997 -2.5524466466781991e-05 -9.2489248242800192e-05 -0.00018340382108371581 0.0013631988401477087 0.003140905397292228 0.00036645077139625649 0.0012932771899822149 0.0015873783848149876 0.0036165558228041616 0.00057893135090439807 0.00084109966159267842 0.0014910498125925882 0.0030559892669139422 -0.00034863565349094937 0.0016067901140206381 2.2078078218162881e-05 0.0029505847188396029 -0.00035595016594958226 0.0028471758975205067 0.0015549548458084362 0.0015178146462619065 0.0014282770295012766 0.00082857371111565051 -0.0015309862664443371 0.0019803068587300205 -0.00022857795644746156 0.00066714691467166531 -0.00067577531014755238 0.0022855500470292797
leaf_weight=32 22 33 22 22 54 21 38 636 23 27 45 66 25 29 34 1116 20 21 28 21 24 344 120 35 23 29 38 125 23 25
leaf_count=32 22 33 22 22 54 21 38 636 23 27 45 66 25 29 34 1116 20 21 28 21 24 344 120 35 23 29 38 125 23 25
internal_value=0 0.00144981 0.00146769 0.0014804 0.00130023 0.00155621 0.00134218 0.00139229 0.00199778 0.00268313 0.000641218 0.00153652 0.00156198 0.00233148 0.00153822 0.00163512 0.00135819 0.00140333 0.00108671 0.00133957 0.000526006 0.00160025 0.0016396 0.000564348 0.000409259 0.00112812 0.000590664 0.000740333 0.00045845 0.00143565
internal_weight=0 2756 2723 2701 800 1901 778 740 104 50 365 1869 1803 54 1749 1137 612 592 227 193 52 365 141 343 269 74 246 208 148 60
internal_count=3121 2756 2723 2701 800 1901 778 740 104 50 365 1869 1803 54 1749 1137 612 592 227 193 52 365 141 343 269 74 246 208 148 60
is_linear=0
shrinkage=0.00947501


Tree=2476
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 2 1 1 14 457 1 43 4 13 1 39 2 47 0 159 3 3 0 2 12 16 16
split_gain=114.596 15.0487 12.3239 10.0035 7.09649 5.11388 4.46493 3.85456 3.68601 3.15948 2.31154 1.85015 1.7154 3.70407 1.64938 1.53709 1.46044 1.45649 1.44935 1.40383 1.36285 2.98541 1.30089 1.3459 1.20155 1.18598 1.05781 1.20498 1.03893 0.937884
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.089885000000000007 0.13075500000000004 0.082585000000000006 0.14122000000000004 0.077845000000000011 0.091195000000000012 0.062655000000000016 0.080930000000000016 0.084525000000000003 -0.080324999999999994 0.04735000000000001 -0.16152999999999998 0.16540500000000002 0.088025000000000006 0.11411 0.078345000000000012 -0.061629999999999997 0.0089800000000000019 -0.091054999999999983 -0.14186499999999996 -0.066089999999999996 0.11928500000000002 -0.040564999999999997 -0.45661999999999997 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 10 18 20 12 -4 11 29 15 -14 -11 16 -7 -8 -3 -2 26 -22 24 -24 -18 -12 27 -5 -17 -1
right_child=1 6 9 7 -6 8 17 -9 -10 14 25 -13 13 -15 -16 28 22 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019457049257371308 0.0017081502947066049 0.0010311987266034821 0.0017246097708297861 0.00081798098104362183 0.0011616593123886703 0.0014159283134805615 0.000579352812472812 0.00065254911414500973 0.001245732308099779 0.0012347698896453339 0.0017705329950330792 0.0021951142923023279 0.0018425085000141062 0.00099963867407335547 0.00072462278231560961 0.0018314037403681783 0.0019670675981006639 0.00011367095588771543 0.00064571665673244345 0.0012285429009432529 0.0016183996633559704 0.00092328963288732544 0.0017490686015158837 0.0022023256142495538 0.0017602432326938716 0.0013621148580058755 0.00067645525718049106 0.0013452644553573255 0.0015685428108580229 0.0018505934130493853
leaf_weight=545 92 97 28 20 45 25 130 58 41 59 216 59 32 25 24 56 90 21 36 20 39 29 29 45 473 21 20 28 146 572
leaf_count=545 92 97 28 20 45 25 130 58 41 59 216 59 32 25 24 56 90 21 36 20 39 29 29 45 473 21 20 28 146 572
internal_value=0 0.000979649 0.0017826 0.00123208 0.00180712 0.00181935 0.000707659 0.00100669 0.00172708 0.00124803 0.00188217 0.00191196 0.00174851 0.00147283 0.00108726 0.00176669 0.00180492 0.000514589 0.000926858 0.00162251 0.00115771 0.00132196 0.00182019 0.0020247 0.00179331 0.00173434 0.000993472 0.00112556 0.00164142 0.001897
internal_weight=0 590 2531 306 2420 2375 284 194 962 111 1413 1176 921 57 83 864 662 151 133 112 136 68 637 74 563 237 68 48 202 1117
internal_count=3121 590 2531 306 2420 2375 284 194 962 111 1413 1176 921 57 83 864 662 151 133 112 136 68 637 74 563 237 68 48 202 1117
is_linear=0
shrinkage=0.0016407


Tree=2477
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 4 2 1 1 1 47 0 14 457 1 49 4 13 159 50 3 0 43 157 13 16 12 13
split_gain=122.799 16.5441 13.5687 8.60598 8.36515 6.67601 6.01641 3.97993 3.75149 2.94422 2.29214 2.27647 1.97537 2.13764 1.96711 1.65999 3.72058 1.6116 1.46656 1.67565 1.53078 1.44517 1.35162 1.32321 1.23629 1.21976 2.17527 1.12604 0.973925 0.908055
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14122000000000004 0.14753000000000002 0.27287000000000006 0.089885000000000007 0.077845000000000011 0.091195000000000012 0.12765500000000005 0.10019500000000002 -0.062294999999999996 0.062655000000000016 0.069910000000000014 0.084525000000000003 -0.012034999999999999 0.04735000000000001 -0.16152999999999998 0.0089800000000000019 0.041865000000000006 -0.091054999999999983 -0.066089999999999996 -0.079914999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.45661999999999997 0.11734000000000001 -0.093219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 8 7 12 10 -4 14 -9 25 -14 -1 18 -17 -2 19 -10 28 -8 -22 -12 -11 -3 -27 -20 29 -21
right_child=1 6 9 -5 -6 -7 21 11 15 24 23 -13 13 -15 -16 16 -18 -19 27 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017274215050418281 0.0010743947975250362 0.00046225142409079975 0.0015171741667910146 0.00078707199690606191 0.00096527443383567519 0.0010207752676389854 0.00018991345495498273 0.00077454215364799995 0.001237413861488489 0.0010413916313440788 0.001608988344038017 0.00038842686526889937 0.0014593623010409778 0.00078920178163773122 0.0020228775108150124 0.001668049050675739 0.00086664771773019885 0.0015683141086325738 0.0016744295523742595 0.0019627772906630537 0.0016013440173182558 0.00064177517074563673 0.0020379254235452157 0.0011943406589476774 0.00060532674087945576 0.00073436888523902824 0.0013127939810204294 0.0014113965352756106 0.0013538382804854378 0.0016281561929198068
leaf_weight=1117 20 21 28 74 45 41 75 70 25 61 216 83 29 20 59 34 25 92 56 21 29 23 45 21 22 61 22 146 31 509
leaf_count=1117 20 21 28 74 45 41 75 70 25 61 216 83 29 20 59 34 25 92 56 21 29 23 45 21 22 61 22 146 31 509
internal_value=0 0.000815201 0.00161412 0.00120439 0.00163884 0.00165161 0.000636021 0.000744929 0.00166269 0.00107498 0.00171373 0.000565081 0.000924776 0.00118583 0.00174224 0.00158438 0.00132847 0.00148011 0.00160189 0.00163788 0.00165364 0.000295963 0.00186683 0.00157225 0.000925808 0.000801781 0.000887686 0.00148432 0.00162552 0.00164141
internal_weight=0 590 2531 186 2420 2375 404 306 2334 111 1413 153 153 49 1176 921 59 112 862 660 635 98 74 237 83 104 83 202 561 530
internal_count=3121 590 2531 186 2420 2375 404 306 2334 111 1413 153 153 49 1176 921 59 112 862 660 635 98 74 237 83 104 83 202 561 530
is_linear=0
shrinkage=0.00157699


Tree=2478
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 3 2 2 457 52 4 14 39 0 12 49 4 3 47 43 16 16 0 16 13 51 0
split_gain=131.125 15.5737 15.368 8.38432 8.26521 7.41279 4.63227 4.4874 3.68198 3.0033 2.85024 2.8494 2.60969 2.50211 2.28454 2.03121 1.99245 2.96994 1.91031 1.81437 1.80539 1.70446 1.63444 1.62266 1.26306 1.26 2.00341 1.24598 1.13332 1.11825
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -1.0000000180025095e-35 0.11177500000000001 0.11389000000000002 0.094310000000000019 0.048770000000000008 0.033845000000000007 0.076175000000000007 0.096625000000000016 -0.10011499999999998 0.13597000000000004 -0.012034999999999999 -0.011209999999999999 0.11658 0.077555000000000013 -0.080554999999999974 -0.008904999999999998 -0.018494999999999998 -0.11173999999999999 -0.43320999999999993 -0.47860499999999995 -0.10056999999999998 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 7 14 15 22 -9 21 20 27 16 25 29 -8 -18 -2 -11 -10 28 24 -21 -5 26 -4 -7 -1 -3
right_child=1 5 6 8 -6 12 13 9 11 19 -12 -13 -14 -15 -16 -17 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001812051755008031 0.00089589176315364044 0.00034430943589735565 0.0017091515963100399 0.0011628082056821161 0.00062847358341024063 1.3518221448698781e-05 0.0020639418457774443 0.0012424281943164764 0.0015838132022743571 0.0011273773046726544 0.00090007876090486051 0.00068702481723111487 0.00041127742471630752 0.001350957780578115 0.0021123400370217696 0.00014315109790819625 0.0016037415955835034 0.00097982222351138668 0.0015014848564674575 0.00070632365248253753 0.00095918879495928214 0.0019425314886926362 0.00038370527858639687 0.00017392497569094841 0.00066715590325438416 0.0017217267527739892 0.0010153042743985888 -0.00051829523587159992 0.0014386121282346262 0.00072337375606082368
leaf_weight=31 20 45 35 31 74 33 28 39 54 22 22 22 34 156 46 63 642 25 92 65 20 33 27 25 34 1156 21 24 148 54
leaf_count=31 20 45 35 31 74 33 28 39 54 22 22 22 34 156 46 63 642 25 92 65 20 33 27 25 34 1156 21 24 148 54
internal_value=0 0.000663801 0.00159351 0.00128414 0.00108904 0.000468023 0.00165541 0.000597734 0.00100487 0.000817988 0.00150852 0.00124817 2.18731e-05 0.00155422 0.00172387 0.000392436 0.00159984 0.00158036 0.00139334 0.000670192 0.001415 0.00157166 0.000750983 0.000558435 0.000903544 0.00170912 0.00144896 -0.000210403 0.00150329 0.000551072
internal_weight=0 590 2531 422 186 404 2109 313 188 151 234 96 91 851 1258 162 695 667 112 112 74 212 92 90 65 1212 56 57 179 99
internal_count=3121 590 2531 422 186 404 2109 313 188 151 234 96 91 851 1258 162 695 667 112 112 74 212 92 90 65 1212 56 57 179 99
is_linear=0
shrinkage=0.00177594


Tree=2479
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 47 2 14 2 376 0 47 1 4 49 150 159 52 15 457 15 0 4 3 15 43 0 1
split_gain=138.652 24.1436 12.9258 10.8239 7.84024 7.61585 4.30634 4.15584 3.90273 3.60009 2.5615 2.32956 2.08564 3.97359 4.31742 2.55443 1.97843 1.96399 1.87637 1.84057 1.69607 1.66792 1.50924 1.50685 2.18016 1.55666 1.40838 1.33887 1.33769 1.3023
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.077845000000000011 0.085505000000000012 0.14285500000000004 0.062655000000000016 0.14960000000000004 0.080200000000000007 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 -0.054984999999999992 1.0000000180025095e-35 0.082585000000000006 0.12418000000000001 -0.41942499999999994 0.083570000000000019 -0.074054999999999996 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 1.0000000180025095e-35 -0.080324999999999994 -0.14723999999999998 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 18 9 -4 10 17 12 19 -9 13 14 -1 23 -2 -7 21 26 -12 22 28 -14 -25 -26 -6 -8 -3 -5
right_child=1 4 6 29 7 8 27 11 -10 -11 20 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0021811159187654664 0.001539161560748119 0.0011465634166173044 0.0020911234049100645 0.001361483606901355 0.00068768453688635778 0.0020468636648866665 0.0014493184766819372 0.0013976473115403368 0.0014523569346794672 0.0025752860626452952 0.00079267303668027864 0.00071393458773203887 0.0022627028510023429 0.0025623820900679737 0.0015166309359626075 0.0019617573856673732 0.0020853139710704308 0.0015943364337763588 0.00099852301608184492 0.0012773803120282371 0.00023897099475718756 0.0011033236270861604 0.0018168674231930472 0.0026769084755685971 0.0017516143164897058 0.0021448893785304137 0.0011757025027720992 0.00092522468401541027 0.0016933490075262611 0.00089100270828442114
leaf_weight=58 23 32 28 60 96 408 49 53 39 76 27 20 1141 29 56 110 121 30 38 26 40 33 37 21 32 351 21 20 22 24
leaf_count=58 23 32 28 60 96 408 49 53 39 76 27 20 1141 29 56 110 121 30 38 26 40 33 37 21 32 351 21 20 22 24
internal_value=0 0.00126234 0.00213717 0.00171402 0.00103091 0.00216236 0.00152652 0.000859485 0.0019698 0.00221138 0.000737526 0.00121033 0.002196 0.00199822 0.0018547 0.00221309 0.00199808 0.00201587 0.00133038 0.000866569 0.000462105 0.00143208 0.00155129 0.00223098 0.00214139 0.00211203 0.000775278 0.00129741 0.00136933 0.00122706
internal_weight=0 673 2448 228 445 2351 97 283 477 1874 210 73 1798 143 114 1655 144 438 162 143 67 124 91 1545 404 383 117 69 54 84
internal_count=3121 673 2448 228 445 2351 97 283 477 1874 210 73 1798 143 114 1655 144 438 162 143 67 124 91 1545 404 383 117 69 54 84
is_linear=0
shrinkage=0.00170698


Tree=2480
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 2 1 2 4 52 1 2 16 1 160 131 15 4 12 52 47 12 4 43 3
split_gain=128.379 22.7355 13.1397 10.2801 7.67598 6.19641 4.43263 4.35204 3.95053 3.63637 3.45953 3.31135 2.71259 2.17213 1.55792 1.50942 2.24087 1.42061 1.36273 1.3412 1.3115 1.5592 1.39136 1.25057 1.17181 1.20876 1.12283 1.08395 1.0495 1.01515
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.11474000000000002 0.089885000000000007 0.077845000000000011 0.14285500000000004 0.42051500000000003 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.13751500000000003 0.091195000000000012 -0.067824999999999983 0.082750000000000004 -0.41942499999999994 0.015030000000000002 0.095780000000000018 0.12492500000000002 0.090100000000000013 0.10061500000000002 0.055260000000000011 -0.080324999999999994 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 12 8 10 26 18 -5 13 -4 -12 23 -17 -7 -1 -15 21 -14 -23 29 25 -3 -6 -28 -13 -16
right_child=1 2 6 11 9 17 -8 -9 -10 -11 14 28 20 19 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019176086405363862 0.0018573018947829908 0.00081347060989917311 0.00091809020434162141 0.0017508046520802471 0.001856276228164329 0.00094897752267559231 0.0011276966009122166 0.0022342098538016874 0.0010962969364479655 0.00086445635274527656 0.0020737771420204581 0.0011799769088693395 0.00047971248001687795 0.00084318425573532264 0.0015640548698361634 0.001042104291940762 0.0017211064369403075 0.0015527809666898964 0.0017665325715851671 0.00034770949728107155 0.00065764532881916981 0.00027454738234100953 -0.00030680652058687072 0.0016693073478651777 0.0013076698749601955 0.0011851155335747584 0.0017303509913812927 0.0011571141474307138 0.00070377170664263119 0.0018428247173052712
leaf_weight=1117 76 184 52 28 40 27 37 84 22 23 43 47 29 22 44 23 41 21 216 67 20 24 26 301 20 31 20 20 20 396
leaf_count=1117 76 184 52 28 40 27 37 84 22 23 43 47 29 22 44 23 41 21 216 67 20 24 26 301 20 31 20 20 20 396
internal_value=0 0.000958896 0.000847874 0.00180941 0.00107826 0.00183225 0.000566747 0.00184525 0.00183041 0.00147459 0.00183782 0.00124797 0.000480267 0.000635371 0.00175088 0.00173363 0.00147709 0.00121314 0.00189313 0.000470186 0.000259361 0.000158529 -2.77566e-05 0.00175579 0.000904556 0.000867057 0.00165 0.00144373 0.00103783 0.00181495
internal_weight=0 691 615 2430 338 2335 277 2287 2203 103 2181 95 240 141 848 805 64 48 1333 89 99 79 50 741 235 215 80 40 67 440
internal_count=3121 691 615 2430 338 2335 277 2287 2203 103 2181 95 240 141 848 805 64 48 1333 89 99 79 50 741 235 215 80 40 67 440
is_linear=0
shrinkage=0.00174112


Tree=2481
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 2 12 14 49 1 47 47 2 376 49 1 11 16 51 0 15 14 11 15 13
split_gain=126.057 16.3679 13.9369 11.3403 7.98885 5.11011 4.86759 4.36056 4.06369 2.91843 2.47054 2.18304 1.88551 1.86355 1.72202 1.70944 1.63004 1.49124 2.25303 1.45566 1.79443 1.43367 1.44652 1.3134 1.30001 1.73229 1.29646 1.3524 1.29194 1.67873
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.16363499999999997 0.082585000000000006 0.033845000000000007 0.11389000000000002 0.13597000000000004 0.076175000000000007 -0.012034999999999999 0.15471500000000002 0.091680000000000011 0.077555000000000013 0.11177500000000001 0.080200000000000007 -0.066019999999999981 0.10124500000000002 0.080455000000000013 -0.040964999999999994 -0.096089999999999981 -0.11242999999999999 -0.095244999999999982 -0.44847999999999993 0.080320000000000016 -0.037864999999999989 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 26 12 -6 17 11 16 21 24 -2 -7 19 23 18 -5 20 -9 22 -8 -1 25 -4 -3 -28 29 -19
right_child=1 5 6 8 7 14 9 15 -10 -11 -12 -13 -14 -15 -16 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021248730582738009 0.0012670377724778906 0.0012348480514924915 0.0020798661657360352 0.0016413216277285625 0.0019355403565322017 0.00063563803548099098 0.0019634082581893994 0.0016426586728637857 0.00069034298730536521 0.0016663543861085025 0.0012914490975946961 0.0014565717029036459 0.0023579902665229187 0.0018306740820992252 0.00021211906163967349 0.0016007676361761937 0.0022224020545421712 0.00093865816997491282 0.0010039064592061448 0.0010063190028494992 0.0010287235083621376 0.0021581971578341257 0.0018079095244990264 0.0017507458834572207 0.0020236469695732277 0.0013993518636513534 0.00077010260170479368 0.0012620215685429275 0.0007134225419702777 0.001573470465882233
leaf_weight=32 20 41 20 41 31 116 424 30 58 171 22 29 46 92 35 31 33 28 25 72 24 67 277 147 1053 22 72 20 22 20
leaf_count=32 20 41 20 41 31 116 424 30 58 171 22 29 46 92 35 31 33 28 25 72 24 67 277 147 1053 22 72 20 22 20
internal_value=0 0.00103749 0.00189647 0.00130602 0.00161885 0.000748151 0.00195202 0.00136197 0.00106123 0.00186473 0.00182524 0.0019073 0.00202607 0.00173002 0.000537471 0.00124871 0.00188064 0.0012194 0.00139988 0.0011621 0.0013698 0.00192432 0.00190196 0.00181763 0.00201213 0.00172341 0.000987343 0.000877042 0.00104924 0.00120316
internal_weight=0 590 2531 306 422 284 2109 188 194 968 234 797 1141 112 151 157 212 136 66 126 54 768 701 179 1095 42 133 92 70 48
internal_count=3121 590 2531 306 422 284 2109 188 194 968 234 797 1141 112 151 157 212 136 66 126 54 768 701 179 1095 42 133 92 70 48
is_linear=0
shrinkage=0.00167351


Tree=2482
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 4 12 47 47 4 2 15 14 43 2 0 15 0 15 1 124 4 3 1 16 3 4 16 13
split_gain=112.394 13.5934 12.7353 11.2534 7.64563 5.07297 4.39256 4.22358 3.87642 2.88719 2.74357 2.36572 2.09471 1.96754 1.89988 2.11637 1.63221 1.81718 1.54753 1.49074 1.45126 1.43305 1.3917 1.65547 1.31947 1.12361 1.18557 1.29796 1.11514 1.1099
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 -0.17966999999999997 0.090285000000000018 0.13082500000000002 0.077555000000000013 0.033845000000000007 0.11389000000000002 0.13592500000000005 0.076175000000000007 -0.025214999999999998 0.11177500000000001 -0.11242999999999999 -0.095244999999999982 -0.097024999999999986 -0.020484999999999996 0.10124500000000002 -0.072314999999999977 -0.062539999999999984 0.090900000000000009 0.16540500000000002 -0.073404999999999984 -0.20241999999999996 -0.14098499999999997 -0.013024999999999998 -0.0075049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 -5 -6 13 24 11 12 22 18 16 -2 -16 17 -4 -9 29 21 -8 -1 28 -3 -20 -27 -28 -24 -17
right_child=1 8 7 5 6 -7 20 10 -10 -11 -12 -13 -14 -15 15 19 -18 -19 25 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0018775786484721709 0.00076300441861197436 0.00056709069582865014 0.0019232932364800311 0.001700718631973841 0.0018686837675196623 0.000974471147459625 0.0010725587644554247 0.0021455826471015664 0.0011722298055242357 0.0021536613414739072 0.0015533322476526843 0.0010865730217828127 0.0012892453678455575 0.0022350246771467254 0.0014435552362673644 0.00083055664476371267 0.001894625896228378 0.0012263036075316086 0.0018671089910738284 0.00053506656496490077 0.0010004695555911403 0.0015362469570149027 0.0015446801692545961 0.0012066975813219188 0.00012784279505976008 0.0019910309059609742 0.0014013867886705413 0.0017342531438697892 0.0019484491680700463 0.0012088961783208339
leaf_weight=70 109 148 20 107 28 36 35 35 29 35 171 20 23 46 31 39 1053 22 288 20 85 40 53 26 22 45 36 370 30 49
leaf_count=70 109 148 20 107 28 36 35 35 29 35 171 20 23 46 31 39 1053 22 288 20 85 40 53 26 22 45 36 370 30 49
internal_value=0 0.000962782 0.00177388 0.001144 0.0015085 0.00151789 0.00125719 0.00182699 0.000606717 0.00171041 0.00174568 0.00163245 0.00178695 0.00189597 0.000928414 0.00105812 0.00188172 0.0015582 0.00180173 0.00094749 0.00115018 0.00131986 0.00169344 0.00157519 0.000510247 0.00178545 0.0017333 0.00170474 0.00169062 0.00104122
internal_weight=0 590 2531 391 422 143 188 2109 199 234 968 199 797 1141 248 139 1095 42 774 108 160 75 179 109 170 739 451 406 83 88
internal_count=3121 590 2531 391 422 143 188 2109 199 234 968 199 797 1141 248 139 1095 42 774 108 160 75 179 109 170 739 451 406 83 88
is_linear=0
shrinkage=0.00167351


Tree=2483
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 4 47 11 11 150 43 0 12 0 2 1 0 3 52 2 148 150 2 4 12 16
split_gain=139.269 17.7423 16.8121 12.0728 9.76061 6.5062 5.6767 5.4459 4.17031 3.25543 2.70523 2.63753 2.56845 2.56286 2.59024 2.44411 3.19596 2.42345 3.35011 2.17099 2.03255 1.88758 1.86886 1.74327 1.67479 1.41207 1.34516 1.43438 1.34892 1.27661
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.14285500000000004 -0.17966999999999997 0.033845000000000007 0.077555000000000013 1.0000000180025095e-35 0.080150000000000013 0.084680000000000019 -0.040344999999999992 -0.097024999999999986 0.13597000000000004 -0.068189999999999987 0.092235000000000025 0.15471500000000002 -0.11242999999999999 0.20828500000000003 1.0000000180025095e-35 0.10381000000000001 -0.043434999999999994 0.083770000000000011 0.113445 -0.064054999999999987 -1.0000000180025095e-35 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 24 11 13 -6 15 26 20 -13 14 -5 -8 29 18 25 -7 -4 -16 23 -20 -3 -10 27 -1 -29 -17
right_child=1 5 6 7 8 19 9 -9 17 -11 -12 12 -14 -15 21 16 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021714997734497087 0.00188974995504299 0.00069480338625993758 0.0017489815536978087 0.0011457331223622873 0.0020663669661405816 0.00071209299019242729 0.0024711921513863758 0.00066852510452743738 0.0020204455691269952 0.001796702892165519 0.0024785736517207607 0.0027956922712397627 0.0022062332887054868 0.0010348606067244561 0.0018980336475096433 0.0021373859892058981 0.0014422972336605928 0.001006669171370902 0.0015187431536304759 0.00023884082359411178 0.0021709492817357733 0.0013016172624328564 0.0017578309593129654 0.00099719611724457071 0.0012022014824286653 0.0015055710173973763 0.001517725045415229 0.00199399599337209 0.0015528431493178113 0.0019945999971986176
leaf_weight=63 101 22 33 40 31 121 37 45 35 171 29 37 47 55 42 289 25 35 28 35 1024 23 20 50 106 26 20 55 30 446
leaf_count=63 101 22 33 40 31 121 37 45 35 171 29 37 47 55 42 289 25 35 28 35 1024 23 20 50 106 26 20 55 30 446
internal_value=0 0.0011366 0.00203947 0.00141618 0.00173456 0.000835358 0.00210049 0.00118285 0.00149641 0.00200622 0.00200656 0.00218046 0.00246588 0.00132751 0.0014808 0.00205118 0.00203073 0.00140534 0.00149309 0.000605915 0.00215778 0.00168699 0.00130144 0.00118442 0.00111499 0.00180099 0.00192508 0.00198013 0.00183829 0.00205074
internal_weight=0 590 2531 306 422 284 2109 205 225 968 197 1141 84 160 105 797 760 194 159 156 1057 65 98 78 128 61 168 148 85 735
internal_count=3121 590 2531 306 422 284 2109 205 225 968 197 1141 84 160 105 797 760 194 159 156 1057 65 98 78 128 61 168 148 85 735
is_linear=0
shrinkage=0.00167351


Tree=2484
num_leaves=31
num_cat=0
split_feature=1 1 12 4 3 3 13 159 43 16 49 15 160 12 457 12 1 11 12 16 1 42 1210 4 10 4 131 400 131 1456
split_gain=6.82003 1.23867 1.00807 0.880738 0.838628 0.661925 0.630843 0.601543 0.600173 0.664542 0.514202 0.552546 0.66154 0.936883 0.461956 0.460262 0.536572 0.560256 0.682898 0.456738 0.447913 0.423323 0.422958 0.392268 0.386627 0.376531 0.342694 0.480125 0.332818 0.331978
threshold=0.10920500000000001 0.13707500000000003 0.051320000000000005 -0.008819999999999998 0.11924500000000002 -0.11171999999999999 -1.0000000180025095e-35 0.04105000000000001 0.084740000000000024 0.11346000000000002 -1.0000000180025095e-35 -0.30407999999999996 -1.0000000180025095e-35 -0.07415999999999999 0.089030000000000012 0.086305000000000007 0.085760000000000017 0.077290000000000011 0.085955000000000018 -0.066924999999999985 1.0000000180025095e-35 0.11649000000000002 -0.062539999999999984 0.066685000000000008 -1.0000000180025095e-35 -0.14098499999999997 0.023795 -1.0000000180025095e-35 0.11669000000000002 -0.089834999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 25 20 -2 9 24 -3 12 -12 -14 -8 16 17 18 22 23 -7 -21 -4 26 -5 -1 -17 28 -28 -24
right_child=1 10 15 8 -6 6 14 -9 -10 -11 11 -13 13 -15 -16 19 -18 -19 -20 21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020658133771105898 0.0029740187397878175 -0.00049226312798844943 0.0018878094341530822 -9.6285112873589399e-05 0.00057956273980325321 0.0027018477738198158 0.0029532440862346113 0.0013120693967437478 0.002847430369339916 0.0024796594438343555 0.001517927128988545 0.0018997177369732272 -0.0015827923546975983 0.0010913962534042311 0.0015952927220218528 0.0027931613372955163 0.0018407014876687426 0.004311336309647933 0.0043949393689487158 0.002524362866189833 0.0015378912282184895 0.0015663777725549739 0.0020347096283923429 0.0022898872219988958 0.0012106451234048165 0.00011470967781372904 0.0033993629671512102 0.0038832248472861369 0.0017573505114772897 0.0030587724351127136
leaf_weight=20 76 31 40 26 30 51 200 31 27 39 38 42 26 27 29 571 39 34 32 693 97 50 35 127 191 20 26 75 24 374
leaf_count=20 76 31 40 26 30 51 200 31 27 39 38 42 26 27 29 571 39 34 32 693 97 50 35 127 191 20 26 75 24 374
internal_value=0 0.00140711 0.00263725 0.00171543 0.00220331 0.00232013 0.00245062 0.00249252 0.00142162 0.00127124 0.000673929 0.000945748 0.000505454 -0.00022047 0.00278128 0.00272874 0.00297783 0.00306394 0.00297577 0.00264062 0.00193898 0.0024599 0.00287463 0.00280378 0.00105405 0.00109026 0.00289755 0.00337441 0.0026112 0.00297114
internal_weight=0 554 2567 390 447 417 377 107 283 256 164 133 91 53 229 2120 554 515 481 1566 148 743 449 823 217 40 696 125 50 409
internal_count=3121 554 2567 390 447 417 377 107 283 256 164 133 91 53 229 2120 554 515 481 1566 148 743 449 823 217 40 696 125 50 409
is_linear=0
shrinkage=0.010055


Tree=2485
num_leaves=31
num_cat=0
split_feature=1 12 3 39 15 2 1 12 4 15 3 151 42 12 12 41 43 52 48 4 16 16 16 156 49 16 1456 13 133 52
split_gain=5.52446 0.977963 0.924152 0.794726 0.786589 0.727864 0.606743 0.562435 0.483952 0.510995 0.456039 0.444291 0.3902 0.389368 0.668878 0.469483 0.477969 0.762492 0.388733 0.587823 0.518848 0.422716 0.339544 0.658119 0.634987 0.427438 0.561558 0.436403 0.377002 0.337548
threshold=0.11146500000000002 0.051320000000000005 0.31534000000000006 0.088025000000000006 0.035560000000000008 1.0000000180025095e-35 0.08864000000000001 -0.42850999999999995 -0.031404999999999995 -0.0088349999999999974 -0.087909999999999988 -0.080384999999999984 0.092145000000000019 0.08598500000000002 0.085885000000000017 0.075585000000000013 -0.0017249999999999998 0.084735000000000019 -0.0046349999999999994 -0.0047449999999999992 0.19444000000000003 -0.073849999999999985 -0.010264999999999998 0.086945000000000008 0.0043850000000000009 -0.008904999999999998 0.085185000000000011 -0.084869999999999987 0.085355000000000014 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -2 11 -4 -7 -10 -8 -1 18 14 15 16 22 -18 -12 20 -20 -21 23 28 25 -24 27 -27 -3 -13
right_child=2 13 7 -5 -6 8 10 -9 9 -11 12 29 -14 -15 -16 -17 17 -19 19 21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0033015558874877871 0.0022008797213252294 0.0027285418426867152 0.0012069588757320617 0.00076653366374566294 0.0029187557677180539 0.0023813302607713005 4.0442643352034125e-05 -0.00031285237145039027 0.0012324635842513923 -0.00037326128887189001 0.00061785841222256087 0.0026472729870223801 0.00026104430324042614 0.0021979128063358655 0.0040047771202952557 0.0033565512166679194 0.0024141535609340545 0.0005373688215699363 0.00092823521505771352 0.0018605625402721281 0.0025754772127243304 0.0032228395039919622 0.0012928716264268398 0.0038707689473877174 0.00089887590675747763 0.0016158621223122259 0.0041020676235677409 0.0032326009134675733 0.0018624144215372614 0.0016519952081426683
leaf_weight=23 108 150 34 150 49 26 20 55 118 20 29 40 20 1613 24 42 47 31 77 57 21 30 22 34 30 34 20 25 61 111
leaf_count=23 108 150 34 150 49 26 20 55 118 20 29 40 20 1613 24 42 47 31 77 57 21 30 22 34 30 34 20 25 61 111
internal_value=0 0.00218414 0.00112795 0.00130937 0.0018039 0.00160873 0.00167627 0.00026775 0.00121878 0.00099975 0.00138679 0.00209884 0.00150186 0.00226917 0.00249022 0.00241693 0.00233001 0.00166825 0.00161782 0.00177458 0.00128122 0.00233031 0.00246729 0.00267141 0.00208554 0.00243801 0.00275691 0.00230092 0.00247814 0.00191564
internal_weight=0 2610 511 422 477 272 428 89 164 138 254 174 234 2133 520 496 454 78 214 185 98 87 376 245 131 101 79 59 211 151
internal_count=3121 2610 511 422 477 272 428 89 164 138 254 174 234 2133 520 496 454 78 214 185 98 87 376 245 131 101 79 59 211 151
is_linear=0
shrinkage=0.00928922


Tree=2486
num_leaves=31
num_cat=0
split_feature=1 12 47 376 1456 3 13 4 457 16 16 133 15 0 3 42 52 15 48 3 4 4 52 2 0 10 1 52 150 0
split_gain=4.49576 1.14679 0.634938 0.702226 0.614968 0.612414 0.579762 0.54557 0.514442 0.49886 0.86715 0.488501 0.579422 0.593322 0.579629 0.548193 0.582301 0.518097 0.428612 0.414315 0.731124 0.582063 0.406911 0.542439 0.402484 0.577521 0.408445 0.396991 0.362048 0.369276
threshold=0.11690500000000002 0.051320000000000005 0.085505000000000012 0.080200000000000007 -0.077604999999999993 -0.010424999999999999 0.19762500000000002 0.40124500000000002 0.10613500000000002 0.15273500000000004 0.061255000000000011 0.087435000000000013 0.024640000000000006 1.0000000180025095e-35 0.12178000000000001 0.089390000000000011 -0.070154999999999981 -0.0040799999999999994 0.016865000000000002 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.12603000000000003 0.081685000000000021 -0.10474999999999998 -0.0069899999999999988 0.12958500000000003 -0.088614999999999985 -0.091259999999999994 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 6 -2 19 9 10 11 12 13 14 15 16 27 18 -18 22 21 -21 23 -3 26 -26 -7 -6 -22 -30
right_child=2 7 3 -5 8 24 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 28 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0031926650736193865 0.0016959213472549416 0.0044283663041068755 0.002017303267083105 -9.6558190954081939e-05 0.0024873896334622098 -0.00023664177140664998 -3.0012953534144774e-05 0.0010003134434594029 0.00039102691376988224 0.0024449092851759374 -0.00047164111847518666 0.00075129370321482002 0.0033006500740062027 0.00030513563669082555 0.00070345933134070479 0.00083846347308994711 0.0020185818098601557 0.0042236946035656663 0.0035529952051177273 0.0020814097828708439 0.0036733071104336351 -9.6768440513566494e-05 0.0013964869547291355 0.0027196326089951777 -0.0016752491747524501 0.00029037484548774745 0.0015650167299707072 0.00087145206214893042 0.0010291407284388526 0.0023090227984541799
leaf_weight=31 89 24 95 21 28 21 28 35 32 94 21 50 28 29 39 33 76 21 27 29 21 25 20 133 21 74 40 41 25 1870
leaf_count=31 89 24 95 21 28 21 28 35 32 94 21 50 28 29 39 33 76 21 27 29 21 25 20 133 21 74 40 41 25 1870
internal_value=0 0.00218828 0.00098625 0.00163462 0.00176137 0.000710752 0.00128288 0.00229588 0.00167588 0.00176031 0.00159656 0.00171331 0.0018627 0.00172575 0.00188121 0.00208445 0.0022975 0.00272613 0.00242081 0.002317 0.00227344 0.00107299 0.00280182 0.00298084 0.000281658 -0.000144132 0.000944774 0.00152719 0.00230728 0.00229214
internal_weight=0 2732 389 116 550 273 117 2182 519 487 393 372 322 294 265 226 193 124 103 2147 1970 54 177 157 156 95 61 69 1916 1895
internal_count=3121 2732 389 116 550 273 117 2182 519 487 393 372 322 294 265 226 193 124 103 2147 1970 54 177 157 156 95 61 69 1916 1895
is_linear=0
shrinkage=0.0104612


Tree=2487
num_leaves=31
num_cat=0
split_feature=1 12 1456 150 2 47 0 3 43 43 3 4 1 402 2 2 4 133 159 16 12 4 52 2 42 4 376 43 2 1455
split_gain=3.64696 1.11894 0.524914 0.524118 0.508452 0.497112 0.575669 0.455655 0.51545 0.645236 0.543426 0.477743 0.45805 0.428363 0.464285 0.658885 0.835144 0.570884 0.492526 0.484143 0.424161 0.387353 0.367699 0.366746 0.35609 0.329645 0.29769 0.374144 0.296673 0.260933
threshold=0.12000500000000001 0.051320000000000005 -0.077604999999999993 0.12314500000000002 0.14122000000000004 0.085505000000000012 -0.040504999999999992 0.12178000000000001 -0.078139999999999973 -0.11720999999999999 -0.11171999999999999 1.0000000180025095e-35 0.10984500000000001 0.091530000000000014 0.13754500000000003 -1.0000000180025095e-35 0.50822500000000004 0.085265000000000021 0.091070000000000012 -0.11118499999999999 0.099815000000000015 0.057560000000000007 0.048770000000000008 -1.0000000180025095e-35 -0.069529999999999995 0.50996500000000011 0.084545000000000009 -0.085594999999999991 0.116525 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 13 21 8 9 -4 -10 26 -9 14 15 25 -17 18 19 -16 23 -7 -12 -3 -22 -2 27 -11 -23 -25
right_child=5 20 3 -5 -6 6 -8 12 10 11 22 -13 -14 -15 17 16 -18 -19 -20 -21 24 28 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0031102590045722846 -0.00045425424812425348 0.0038316756391396671 0.0024966531594278365 -0.00020363909252275186 -6.2735809488486714e-05 0.003085503936947532 -0.00012336902483337761 -0.00054487664062020057 0.00055715877443493554 0.0019632547757134702 0.0021335111535156605 -0.00019411586568150355 0.0015489506139716412 -0.00092012797870263724 -5.9100980122338458e-06 0.0032174560286021281 0.00030134320010191613 0.0018659138295112722 0.00082185879348229589 -0.0023493044878559982 0.0024245751030096121 0.0022550607387500881 0.0033672101868378883 0.0032060964342027327 0.0016588895924887601 0.0012005410120067984 0.0025858657515691755 0.00023500247236240101 0.00052743875139032483 0.002269769400037553
leaf_weight=31 29 20 46 20 21 27 21 21 25 29 222 35 37 22 26 34 20 20 31 20 111 26 36 39 261 33 20 36 25 1777
leaf_count=31 29 20 46 20 21 27 21 21 25 29 222 35 37 22 26 34 20 20 31 20 111 26 36 39 261 33 20 36 25 1777
internal_value=0 0.00211984 0.00167677 0.00159568 0.00166383 0.000867705 0.00154076 0.00173535 0.00185735 0.00135641 0.00215119 0.000919314 0.000790841 0.000584162 0.000739535 0.00122297 0.00213741 0.000161404 -0.000281326 -0.00102478 0.00223603 0.0019888 0.00230566 0.00230667 0.00188736 0.000426524 0.00137779 0.00100607 0.00140819 0.00228988
internal_weight=0 2787 579 548 528 334 99 507 449 166 283 120 58 235 213 116 54 97 77 46 2208 78 258 1836 372 62 85 65 51 1816
internal_count=3121 2787 579 548 528 334 99 507 449 166 283 120 58 235 213 116 54 97 77 46 2208 78 258 1836 372 62 85 65 51 1816
is_linear=0
shrinkage=0.0113235


Tree=2488
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 16 475 484 156 0 131 0 1420 160 159 13 15 2 3 4 133 2 0 1 42 2 402 1209 2 16
split_gain=2.95403 0.906341 0.46078 0.470574 0.566885 0.4452 0.515378 0.417797 0.379141 0.510032 0.489136 0.37526 0.501837 0.388232 0.699362 1.06703 0.370053 0.435193 0.46413 0.430103 0.440424 0.48779 0.378762 0.696026 0.640414 0.528202 0.345109 0.364014 0.339477 0.333356
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 0.15273500000000004 -0.081364999999999979 -0.011854999999999999 0.10339000000000002 0.024095000000000002 0.096070000000000016 -0.076579999999999995 -0.083904999999999993 -0.061284999999999992 -0.032739999999999991 -0.053889999999999993 -0.23060499999999998 0.10559 -0.049509999999999992 -0.085594999999999991 0.10995500000000001 0.085485000000000019 -0.098289999999999975 0.083135000000000014 0.084755000000000011 0.099185000000000009 -1.0000000180025095e-35 0.087355000000000002 0.10136500000000002 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -2 9 10 -9 16 -13 14 28 -16 -3 18 19 -18 22 -22 23 -21 -25 26 27 -24 -14 -15
right_child=7 11 -4 4 -6 -7 -8 8 -10 -11 -12 12 13 29 15 -17 17 -19 -20 20 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.2551752102060626e-06 0.0020922221491374128 0.0033888669483490208 5.0398565867512755e-06 -0.0001013855252857503 0.0030872424773455069 0.0021519317782259005 0.0014232628867174931 0.00046896010147545156 0.0017709224573666299 -0.00067687633811143769 0.0017467237013121027 0.0032902353240774262 0.0026525626412423498 0.00076332312770936348 0.0016560119039074274 -0.0018295227904802651 0.002389390405413157 0.0010476261724300525 0.0035726074771033479 0.0019611083476963197 7.284774020479278e-05 0.0016685409976673023 0.0034816018885418282 -0.00090649489917983051 0.0017042620051875693 0.0035314007981776178 0.0019340578867222942 0.0019826441817469716 0.0010328591037103328 0.0018173216244401066
leaf_weight=23 24 21 25 27 26 90 388 203 30 36 41 21 26 37 20 20 240 57 21 89 29 88 35 23 20 26 916 39 34 446
leaf_count=23 24 21 25 27 26 90 388 203 30 36 41 21 26 37 20 20 240 57 21 89 29 88 35 23 20 26 916 39 34 446
internal_value=0 0.00179782 0.00142205 0.00148599 0.00155072 0.00147161 0.00132407 0.000735892 0.000630886 0.000508739 0.000683666 0.00189635 0.00166966 0.00161129 0.00100614 -8.67554e-05 0.00198171 0.00196305 0.00199724 0.00197526 0.00189669 0.00127303 0.00196025 0.00142253 0.000307811 0.00203011 0.00199068 0.00269161 0.00173473 0.00173658
internal_weight=0 2787 579 554 531 505 415 334 310 280 244 2208 604 583 100 40 1604 1583 1526 1505 1265 117 1148 132 43 1016 990 74 60 483
internal_count=3121 2787 579 554 531 505 415 334 310 280 244 2208 604 583 100 40 1604 1583 1526 1505 1265 117 1148 132 43 1016 990 74 60 483
is_linear=0
shrinkage=0.0106704


Tree=2489
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 43 4 14 150 2 0 12 0 15 43 3 43 13 4 2 47 4 4 2 12 15 3
split_gain=138.687 16.4033 15.9641 13.467 7.64393 6.25763 5.83937 4.05317 3.89646 3.16071 2.65911 2.57273 2.96901 2.31004 3.04969 2.01304 2.79529 1.9926 1.90364 2.3221 1.55619 2.25315 1.48573 1.48318 1.31636 2.38751 1.36766 1.24732 1.22647 1.0945
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.40124500000000002 0.09141500000000001 0.13082500000000002 -0.073404999999999984 0.033845000000000007 0.076175000000000007 0.09487000000000001 0.10855000000000002 -0.10011499999999998 0.13597000000000004 -0.11242999999999999 -0.095244999999999982 -0.086909999999999987 0.095270000000000007 -0.083134999999999987 -1.0000000180025095e-35 0.024790000000000003 0.14838000000000004 0.077555000000000013 -0.062539999999999984 -1.0000000180025095e-35 0.093320000000000014 0.093765000000000015 -1.0000000180025095e-35 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 8 27 10 22 17 13 15 12 23 -8 -15 16 -4 28 19 -6 -2 -22 -3 24 -10 -26 -27 -5 -1 -11
right_child=1 7 6 5 18 -7 9 -9 11 29 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0020404872996506512 0.0010100992808013411 0.00077480703845782717 0.0022861783612794233 0.0023433136865352341 0.0014067409105846468 0.0011459124788498394 0.0025838832402122107 0.0013601966633326108 0.0022601997428896622 0.0014417040972605109 0.0026407220662826242 0.0014201375516977716 0.0015518069207148823 0.0020964653230700968 0.0014767652569162308 0.0022283933469276428 0.0014277709771227808 0.0012415090998602165 0.0016391909568591696 0.00066303436250900497 0.0017511102362702657 0.001136155697698452 0.00043615275037273691 0.002418379321163012 0.0015480012068444938 0.0023798188566886091 0.0018299848030251954 0.0018868380456832006 0.0014978619718370972 0.0018771325738212543
leaf_weight=28 164 85 23 23 35 36 28 26 61 20 46 20 29 650 25 1154 23 32 39 20 24 73 73 47 32 32 24 86 23 140
leaf_count=28 164 85 23 23 35 36 28 26 61 20 46 20 29 650 25 1154 23 32 39 20 24 73 73 47 32 32 24 86 23 140
internal_value=0 0.00115441 0.0020918 0.00134985 0.00178268 0.00177529 0.00215366 0.000723168 0.00190812 0.00204357 0.0022299 0.00201858 0.00207177 0.00209384 0.00207351 0.00221416 0.00185697 0.00158208 0.00134495 0.0011363 0.0011135 0.00128831 0.00061834 0.0021487 0.00206364 0.00192738 0.00214418 0.00198316 0.00179577 0.0018227
internal_weight=0 590 2531 406 422 145 2109 184 328 863 1246 245 225 703 675 1200 46 83 94 55 261 97 158 196 149 88 56 109 51 160
internal_count=3121 590 2531 406 422 145 2109 184 328 863 1246 245 225 703 675 1200 46 83 94 55 261 97 158 196 149 88 56 109 51 160
is_linear=0
shrinkage=0.00174112


Tree=2490
num_leaves=31
num_cat=0
split_feature=4 3 2 2 3 48 149 2 15 49 96 0 3 48 151 48 52 0 15 49 47 1416 1 49 42 16 52 2 1 151
split_gain=2.98595 0.915584 0.749814 0.532989 0.506247 0.575557 0.436025 0.423449 0.418935 0.405979 0.404032 0.367794 0.457288 0.35764 0.371086 0.354951 0.355388 0.422389 0.347525 0.413347 0.342665 0.340374 0.312832 0.476778 0.464936 0.278269 0.45881 0.37425 0.779636 0.626382
threshold=0.27287000000000006 0.30112000000000005 0.17025000000000004 0.25063000000000007 -0.07359499999999998 0.13983000000000004 0.07770500000000001 -0.0091949999999999983 -0.17952999999999997 0.14705000000000004 0.086715000000000014 -0.072594999999999979 -0.014944999999999998 -0.091869999999999993 0.085465000000000013 0.12118000000000002 -0.075329999999999994 0.034820000000000011 -0.12255999999999999 0.09567500000000001 0.11114000000000002 1.0000000180025095e-35 0.11910500000000002 -0.043469999999999995 0.086135000000000003 -0.011734999999999997 -0.14765999999999999 0.087815000000000018 0.076935000000000017 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 8 7 10 11 -1 13 15 -6 -13 -9 18 16 -2 22 19 -15 21 25 23 -18 -25 26 -10 29 -29 -28
right_child=3 -3 -4 -5 5 -7 -8 9 20 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0032246035671679128 -0.00034308666426521969 0.00058044624853260517 -7.8849178577276356e-05 -0.00078291294956406396 0.0020829280103152269 6.7523589771601602e-05 0.0022497519525179438 0.0031584822727518534 0.0036752200105024295 0.00057973276393952135 -0.00067534355151892104 0.0014297661876785871 -0.00074056970755429928 0.0034560695695784998 0.00038231491087918135 -0.00032171136047329468 0.00018248384255452273 0.002502780940948105 0.0017679335286949573 0.00162113416346131 0.0011860240586977972 0.0033119452313201793 0.00055854947515947837 0.0025166425790001494 0.00078238770089367855 0.0017986395946469175 0.0039258463130434455 0.0018924354842430975 -0.00031360350766204692 0.0021380272289544689
leaf_weight=32 21 66 23 24 21 26 26 24 21 31 21 23 23 33 21 26 28 24 543 26 64 23 105 47 30 645 24 371 20 709
leaf_count=32 21 66 23 24 21 26 26 24 21 31 21 23 23 33 21 26 28 24 543 26 64 23 105 47 30 645 24 371 20 709
internal_value=0 0.00184699 0.00187791 0.000782755 0.00189471 0.00165933 0.000897317 0.00171488 0.00198977 0.00179645 0.000780882 0.000889448 0.000344598 0.00185474 0.00180452 0.00088971 0.00101323 0.00113495 0.00185413 0.00264745 0.00196872 0.00199635 0.000978624 0.0013987 0.00184096 0.00197944 0.00208129 0.00205152 0.00177959 0.00219656
internal_weight=0 2769 2703 352 2680 771 328 745 1909 678 302 67 46 647 623 281 255 234 602 59 1877 1813 210 105 77 1790 1145 1124 391 733
internal_count=3121 2769 2703 352 2680 771 328 745 1909 678 302 67 46 647 623 281 255 234 602 59 1877 1813 210 105 77 1790 1145 1124 391 733
is_linear=0
shrinkage=0.0108838


Tree=2491
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 2 4 0 2 0 14 0 12 52 2 52 39 0 15 4 16 4 15 0 457 0
split_gain=79.5464 10.4222 8.92623 5.74945 4.97455 4.91848 3.28516 3.21446 2.71164 2.29418 2.2826 2.00248 1.94916 1.81268 1.71158 1.70759 2.31184 1.59145 1.49478 1.48747 1.48269 1.46157 2.02874 1.30849 1.66331 1.19619 2.94312 1.43966 1.02707 0.950074
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.090285000000000018 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 0.033845000000000007 -0.23194499999999998 0.10444500000000002 -0.068189999999999987 0.076175000000000007 -0.097024999999999986 0.13597000000000004 0.056145000000000007 0.11704500000000001 -1.0000000180025095e-35 0.096625000000000016 -0.11242999999999999 -0.095244999999999982 -0.011209999999999999 -0.008904999999999998 -0.064054999999999987 -0.03241999999999999 0.13134000000000004 0.045365000000000009 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 18 7 14 20 -5 -9 15 -1 13 28 21 -8 -17 -7 -2 -14 29 22 -4 -11 -25 27 -27 -13 -10 -3
right_child=1 5 6 8 -6 17 10 9 12 23 -12 25 19 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00201451827843269 0.001498659123879974 0.00059755149870128316 0.0017236921393551719 0.0016067044827244811 0.00085712547959539815 0.0002114672575725632 0.0019135299951554736 0.0013481677728373154 0.0014424010240609239 0.0012381589423328425 0.0013493720619477639 0.001801282496105129 0.00050771215641005711 0.00080894589028587013 0.0019735970598725285 0.0015623883890902252 0.0010449003676486492 0.00067496175058271021 0.00099528694942419027 0.0010299816059936222 0.00044374564820220464 0.001656286588688699 0.00098724715278598711 0.00092395973035306798 0.00041602357347542693 0.0015317585854584372 0.00088853429494262822 0.0012875605140035195 0.0011010970232184873 0.00092679834961953531
leaf_weight=22 95 45 20 31 75 59 37 38 58 22 171 50 24 27 46 735 25 32 20 42 60 1053 22 65 25 76 27 22 43 54
leaf_count=22 95 45 20 31 75 59 37 38 58 22 171 50 24 27 46 735 25 32 20 42 60 1053 22 65 25 76 27 22 43 54
internal_value=0 0.000869708 0.00155207 0.00132989 0.00119244 0.000716412 0.00159652 0.000817118 0.00114711 0.000992852 0.00152482 0.00153865 0.00107367 0.00119412 0.00165736 0.00156246 0.00154537 0.000374454 0.00141112 0.000840065 0.000651331 0.00164408 0.00133794 0.000872299 0.000782866 0.00147883 0.00136315 0.00164431 0.00129709 0.000777141
internal_weight=0 590 2531 422 190 400 2109 309 225 150 968 197 194 128 1141 797 760 91 115 66 159 1095 42 112 90 175 103 72 101 99
internal_count=3121 590 2531 422 190 400 2109 309 225 150 968 197 194 128 1141 797 760 91 115 66 159 1095 42 112 90 175 103 72 101 99
is_linear=0
shrinkage=0.00167351


Tree=2492
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 12 14 2 4 47 47 11 0 1 0 16 4 3 160 49 1 16 47 3
split_gain=202.297 23.5278 20.9045 15.3526 12.3781 8.84896 7.97989 6.52448 6.15515 4.41095 3.91711 3.66764 3.42058 3.30942 3.30639 2.6578 2.45205 2.30097 2.18594 2.05475 1.94311 2.21954 1.82659 1.94747 1.71266 1.68576 1.65093 1.36207 1.23138 1.22116
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.09141500000000001 0.40124500000000002 -0.17966999999999997 0.14838000000000004 0.27834500000000006 0.13597000000000004 0.076175000000000007 0.11389000000000002 0.033845000000000007 0.091680000000000011 0.077555000000000013 0.080455000000000013 -0.066089999999999996 0.10124500000000002 -0.11173999999999999 -0.43320999999999993 -0.064054999999999987 0.090900000000000009 -0.0071899999999999993 -0.061079999999999988 0.14089500000000002 -0.25582999999999995 0.090100000000000013 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 13 9 12 -5 -6 10 -3 14 20 16 17 19 22 18 -8 25 21 -4 -1 -24 -20 -10 -7 -21 -2 -12
right_child=1 5 6 7 8 26 11 -9 15 -11 29 -13 -14 -15 -16 -17 -18 -19 24 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019450476090134186 0.00067674327190215113 0.00082801945611644836 0.0019105962821872296 0.0017477481036736356 0.0018908864669353149 0.001320823901500998 0.0018633564011540412 0.00081798455691218272 0.0014264678628167118 -8.5842570116926781e-05 0.00047029203616195497 0.0012572456121096704 0.0024391043296937273 0.0011105953131111959 0.0015637513354921186 0.0014721404527144372 0.0022337105688048291 0.0021492533292866737 0.001165499742953035 0.0010777629226732526 0.0019798425068107473 0.0011977558029401584 0.0017171219788859047 0.0011825161194454308 0.0016999325863523726 0.00083708628773214271 0.00067376261118058634 0.00056808161837690384 0.0010719470777350293 0.00010304762077184227
leaf_weight=69 154 45 35 91 28 27 484 29 31 82 41 39 46 22 150 31 33 65 21 22 1145 20 84 26 104 26 20 50 27 74
leaf_count=69 154 45 35 91 28 27 484 29 31 82 41 39 46 22 150 31 33 65 21 22 1145 20 84 26 104 26 20 50 27 74
internal_value=0 0.000715584 0.00182552 0.00104959 0.00147872 0.000367705 0.00189491 0.00152306 0.00115256 0.000236071 0.000401052 0.00176875 0.0019823 0.00174076 0.00179296 0.00102335 0.00180615 0.00184397 0.00181138 0.000915501 0.00196479 0.00165138 0.00172733 0.00159076 0.00161015 0.00115763 0.00104548 0.000723818 0.000735696 0.000233978
internal_weight=0 590 2531 301 422 289 2109 120 188 242 160 863 1246 234 824 160 212 674 609 129 1200 55 179 110 125 57 47 72 181 115
internal_count=3121 590 2531 301 422 289 2109 120 188 242 160 863 1246 234 824 160 212 674 609 129 1200 55 179 110 125 57 47 72 181 115
is_linear=0
shrinkage=0.00170698


Tree=2493
num_leaves=31
num_cat=0
split_feature=1 4 3 3 1 1 4 159 2 0 12 12 4 151 42 3 123 42 4 16 0 1 12 1 16 159 11 49 2 2
split_gain=91.1442 12.3945 9.58757 8.37054 4.84402 4.05902 3.90717 3.14198 2.82316 2.38431 3.41816 1.8309 1.74182 1.68603 1.52486 1.49902 1.45938 1.31008 1.28752 2.67577 1.24864 1.22309 1.05538 1.52948 1.01417 1.01045 0.859754 1.21799 0.82882 1.47843
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 -0.065819999999999976 0.10124500000000002 0.13075500000000004 0.36766000000000004 0.082585000000000006 0.13093500000000002 -0.14920999999999998 0.051320000000000005 -1.0000000180025095e-35 0.033845000000000007 0.050660000000000004 -1.0000000180025095e-35 0.11658 1.0000000180025095e-35 -1.0000000180025095e-35 -0.050494999999999991 -0.0094449999999999968 -0.036484999999999997 0.16175000000000003 0.088245000000000004 0.089875000000000024 -0.12029499999999999 0.082105000000000025 0.084110000000000004 -1.0000000180025095e-35 0.085730000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 8 26 9 14 13 -1 -11 -6 22 16 -5 -13 25 -18 20 -20 -16 -7 23 -12 -14 28 27 -3 29 -4
right_child=1 5 4 7 11 21 -8 -9 -10 10 12 15 24 -15 18 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018079211741137628 0.0013295834732109249 0.000345765011114041 0.0013156455471680256 0.0012914822653949337 0.00068698244489370547 0.00036797113321243314 0.00083366496149773388 0.00045057030241088249 0.00090674004223754024 0.00095558422661877061 0.0015594129062402331 0.0013936013086831773 0.0014553647410972454 0.00090721337379780134 0.0013402745372575291 0.00082985986408888146 0.0014824467975263686 0.00097824126422644078 0.00091057233451551534 0.00028844753826578155 0.00080105196984821942 -2.1514444462252157e-05 0.0014654745362693311 0.0011625752253519286 0.0012256314425928892 0.0016022080985562315 0.00096447298600275651 0.00073055083310645628 0.0013234656806559936 0.001847414461124113
leaf_weight=58 101 29 31 21 48 126 24 59 41 32 750 26 102 21 20 23 20 40 53 27 25 25 915 26 97 63 24 80 190 24
leaf_count=58 101 29 31 21 48 126 24 59 41 32 750 26 102 21 20 23 20 40 53 27 25 25 915 26 97 63 24 80 190 24
internal_value=0 0.000725963 0.00142801 0.000950565 0.00123496 0.000483962 0.00147878 0.000763829 0.0013082 0.0014866 0.0014769 0.000910264 0.00148573 0.00135052 0.00089042 0.00112899 0.00137581 0.00114631 0.000823042 0.000700605 0.00104071 0.000303487 0.00150248 0.00154612 0.00134338 0.00142052 0.000688862 0.000628177 0.0013738 0.00154769
internal_weight=0 590 2531 306 527 284 2004 205 430 1980 1922 97 1890 389 146 49 368 60 125 80 45 151 1691 776 199 308 133 109 245 55
internal_count=3121 590 2531 306 527 284 2004 205 430 1980 1922 97 1890 389 146 49 368 60 125 80 45 151 1691 776 199 308 133 109 245 55
is_linear=0
shrinkage=0.00160853


Tree=2494
num_leaves=31
num_cat=0
split_feature=1 3 148 15 12 15 14 46 1 475 475 150 2 133 47 132 3 150 1 12 4 11 16 51 43 2 131 0 43 147
split_gain=4.0029 0.790576 0.692044 0.882952 0.674295 0.56054 0.550357 0.51355 0.572497 0.582097 0.948007 0.556543 0.486165 0.41798 0.475292 0.370712 0.571313 0.364101 0.446367 0.358638 0.348538 0.481261 0.592811 0.455002 0.427039 0.394436 0.607653 0.38631 0.37715 0.315354
threshold=0.11146500000000002 0.31299000000000005 -0.043434999999999994 -0.24436499999999997 0.051320000000000005 0.024640000000000006 -0.47071999999999997 0.084955000000000017 0.10124500000000002 -0.068264999999999978 -0.086004999999999984 0.091105000000000005 0.11548000000000001 0.08622500000000001 0.089640000000000011 0.10613500000000002 0.42240500000000009 0.086135000000000017 0.10587000000000001 0.11734000000000001 0.40124500000000002 1.0000000180025095e-35 0.0057500000000000008 0.10876000000000001 -0.0019149999999999998 0.084415000000000004 0.090150000000000022 -0.13455999999999999 0.035560000000000008 0.091170000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 7 -4 8 9 10 -1 -11 13 14 -5 16 -3 18 -10 20 21 22 27 28 25 26 -24 -6 -23 -19
right_child=1 15 3 12 19 -7 -8 -9 17 11 -12 -13 -14 -15 -16 -17 -18 29 -20 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001838805811010056 -0.0001174941578289781 0.00034140580788662254 0.0021128475589543261 0.0030522757516978911 0.00069641425402366247 0.0023627230130909391 0.00049781052920810941 0.0027855905383271022 -0.00040178804917418641 0.001853500341733547 -0.00090076930618514651 0.00044100070586964457 0.0010498829975517884 0.00085247998708403014 0.0017478710323083834 0.0011699389273134727 -0.0014187614814347594 0.0023118370616083666 0.00095099586715648653 0.0012797036512925059 0.00073336486837015499 0.0023670070896438964 -0.00031430837341889987 0.0012136695188849161 0.0006571840170947759 0.0018052774787070461 0.0015586838138856624 0.0019402656541168154 0.0036960524434059539 0.00069458201371987226
leaf_weight=22 36 65 20 36 21 52 140 20 32 210 20 26 80 23 65 26 20 20 55 88 22 113 20 24 43 236 51 1494 21 20
leaf_count=22 36 65 20 36 21 52 140 20 32 210 20 26 80 23 65 26 20 20 55 88 22 113 20 24 43 236 51 1494 21 20
internal_value=0 0.00089833 0.00108703 0.00120616 0.00177975 0.00147021 0.00069969 0.00136101 0.00129066 0.00152208 0.000534246 0.00169789 0.00160339 0.00196049 0.00221281 0.000218329 -7.27512e-05 0.000784062 0.00045342 0.00184897 0.00187347 0.00188587 0.00184498 0.00236846 0.00150717 0.00162623 0.00103108 0.00192302 0.00257529 0.00150321
internal_weight=0 511 400 364 2610 477 160 425 405 278 42 236 204 124 101 111 85 127 87 2133 2045 2023 1865 158 350 307 71 1515 134 40
internal_count=3121 511 400 364 2610 477 160 425 405 278 42 236 204 124 101 111 85 127 87 2133 2045 2023 1865 158 350 307 71 1515 134 40
is_linear=0
shrinkage=0.00910708


Tree=2495
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 12 4 2 12 2 52 4 47 1 49 1 124 41 4 16 4 11 0 160 3 15 43 0
split_gain=134.542 16.497 16.174 8.34312 8.26883 6.724 5.29328 5.18655 4.52115 3.16467 3.07501 2.84164 2.72291 2.58568 1.96524 1.905 1.88278 1.80087 2.3117 1.77988 1.75132 2.07009 1.68998 1.4941 1.48327 2.20394 1.4725 1.35521 1.26595 1.13465
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.09253500000000002 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.090285000000000018 -0.27825499999999997 0.11177500000000001 0.13597000000000004 0.11389000000000002 0.048770000000000008 0.033845000000000007 0.077555000000000013 0.12656000000000003 -0.012034999999999999 0.10124500000000002 -0.072314999999999977 0.075585000000000013 -0.019614999999999997 -0.059624999999999991 -0.064054999999999987 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 0.090900000000000009 0.040760000000000005 -0.00045499999999999995 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 6 15 19 -5 -8 13 14 -7 23 22 -3 -2 18 -10 29 -11 -22 -1 24 -9 -26 -24 -21 -6 -4
right_child=1 5 7 8 28 12 9 10 17 20 -12 -13 -14 -15 -16 -17 -18 -19 -20 27 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021773336809450482 0.001389037881153424 0.0010418478164034763 0.001919939544984726 0.0021391970905407804 0.00086227438734259626 0.00029898550987624543 0.0017309705741289977 0.0021137993428392335 0.0012459813113694001 0.0016220412341443299 0.0015585743995236805 0.0013781484513026084 0.00092155732504176373 0.0018570098367386928 0.0024192113547980474 0.00066420457442203809 0.0019784638174004917 0.0011959788882182241 0.0018661783613552981 0.0022311541068004777 0.0012218933329978532 0.00064833412681079979 0.0019407065757845393 0.0023480925238850833 0.0014049977000025664 0.0020105749903915355 0.0014678494962919357 0.0027303723070758691 0.001321952553729867 0.0022054412392963968
leaf_weight=69 20 80 44 27 32 57 39 573 35 20 39 22 34 161 34 82 92 85 38 32 65 27 86 67 22 106 26 34 42 1031
leaf_count=69 20 80 44 27 32 57 39 573 35 20 39 22 34 161 34 82 92 85 38 32 65 27 86 67 22 106 26 34 42 1031
internal_value=0 0.00114573 0.00206901 0.00175785 0.00157481 0.000948179 0.0010693 0.00213127 0.00148076 0.00130382 0.00203752 0.00197415 0.000531595 0.00205763 0.00203514 0.000850695 0.00187321 0.00136824 0.00156882 0.00221079 0.00115508 0.00105357 0.00196299 0.00209969 0.00207595 0.00190649 0.00183094 0.00248833 0.00112317 0.00219376
internal_weight=0 590 2531 422 186 404 313 2109 185 151 968 237 91 929 215 162 112 158 73 1141 112 92 181 768 701 128 112 66 74 1075
internal_count=3121 590 2531 422 186 404 313 2109 185 151 968 237 91 929 215 162 112 158 73 1141 112 92 181 768 701 128 112 66 74 1075
is_linear=0
shrinkage=0.00174112


Tree=2496
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 2 34 150 43 4 12 14 1 2 0 15 11 0 160 3 43 2 4 131 2
split_gain=189.2 23.437 20.5342 13.159 10.4313 8.14962 7.75508 7.37404 5.17079 5.03764 4.61095 4.4493 4.4455 3.67864 2.92126 2.85487 2.8382 2.36693 2.19041 2.06806 2.58414 2.04766 2.17736 2.06052 1.93618 2.61878 1.87186 1.62996 1.40253 1.92441
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.090285000000000018 0.12958500000000003 0.40124500000000002 0.033845000000000007 0.11362000000000001 0.13754500000000003 -1.0000000180025095e-35 0.09487000000000001 -0.066504999999999995 0.42051500000000003 0.13597000000000004 0.076175000000000007 0.14089500000000002 0.087470000000000006 -0.11242999999999999 -0.095244999999999982 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 0.095270000000000007 -0.083269999999999997 0.090790000000000023 -0.0070899999999999991 0.08844500000000001 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 16 10 27 15 12 11 -3 13 18 -13 21 19 -8 -1 20 -4 22 -7 -24 25 -6 -15 -5 29 -12
right_child=1 6 5 7 24 8 17 -9 -10 -11 28 14 -14 26 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014502023918533107 0.0013066470837097522 0.00064681623134225236 0.0024409362629937929 0.0023878836587889808 0.0015530468960183769 0.002284454258736543 0.0018267415759809541 0.001287963626332441 0.0019541392453159508 0.0014658847973881544 0.00064909565983212398 0.0015744858614116343 0.0014829034699802887 0.0024175929011136222 0.00099638874952778247 0.0017742463886721567 0.0027671677126073525 0.0011250079900766408 0.0020508036372215432 0.0023885681983249734 0.0016730724207062908 0.0025266343682046554 0.0016308421278646171 0.0021507866160139543 0.001738263622092328 0.00085864706948620881 0.0021213260608017831 0.0019740250551277217 0.0009829799323963623 0.00010698322541373914
leaf_weight=21 181 45 20 46 34 573 27 29 171 31 72 37 24 110 48 29 46 20 47 1053 22 67 22 106 39 21 95 45 20 20
leaf_count=21 181 45 20 46 34 573 27 29 171 31 72 37 24 110 48 29 46 20 47 1053 22 67 22 106 39 21 95 45 20 20
internal_value=0 0.00126792 0.00224014 0.00156986 0.00192882 0.00230243 0.000953445 0.00196687 0.00219809 0.00205895 0.000841833 0.00103992 0.00212085 0.00217693 0.00124803 0.00225043 0.00239095 0.00152813 0.00186532 0.00237515 0.00203872 0.00226841 0.00224373 0.00206142 0.00147476 0.00128791 0.0022803 0.00218323 0.000611912 0.000531245
internal_weight=0 590 2531 301 422 2109 289 120 968 328 242 130 297 273 85 797 1141 47 68 1095 42 768 701 128 94 55 205 91 112 92
internal_count=3121 590 2531 301 422 2109 289 120 968 328 242 130 297 273 85 797 1141 47 68 1095 42 768 701 128 94 55 205 91 112 92
is_linear=0
shrinkage=0.00154607


Tree=2497
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 43 14 2 457 2 1 2 52 4 39 3 16 52 4 0 49 12 4 49 16 1 0 2 43
split_gain=118.165 14.1501 11.877 7.95359 7.21923 6.19535 4.35136 3.56178 3.54528 3.82446 3.14135 2.72911 2.24294 2.19036 2.0962 1.90626 1.77488 1.73911 1.53611 1.68622 1.52233 2.90928 2.0226 1.64896 1.48228 1.47865 1.42233 1.39279 1.21084 1.18068
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.098630000000000009 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.076975000000000002 0.14285500000000004 0.080930000000000016 0.11177500000000001 0.077845000000000011 -1.0000000180025095e-35 0.048770000000000008 -0.011209999999999999 0.096625000000000016 -0.22605499999999998 -0.008904999999999998 0.039215000000000007 0.24564500000000003 -0.11173999999999999 0.082865000000000008 0.090455000000000021 -0.51843499999999987 -0.012034999999999999 0.11346000000000002 0.083135000000000014 -0.081894999999999982 0.087995000000000004 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 24 6 15 12 9 16 -8 -4 -1 -7 -12 27 -5 -16 19 -18 21 26 23 -22 -2 -20 -14 -3 -28 -6
right_child=1 5 11 8 29 13 10 -9 -10 -11 14 -13 20 -15 17 -17 18 -19 25 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0017084224139395558 0.0013631888601874525 0.00074018625092953962 0.0019275258712300868 0.0022088812714225548 0.00080798891254663758 0.00026158514680610503 0.0017079764236278116 0.0025056433116331144 0.0013095727917169855 0.0013257939927026592 0.001610357859023545 0.0012604375583124151 0.00203622162022732 0.00085414265370772479 0.0011334055688745374 0.00056912041509426007 0.0018405917682689042 0.00055996587889360953 0.0020957834279162414 0.0013111830330356082 0.0026728389178480548 0.0023903976402226347 0.0020236819161686781 0.00214994607776464 0.0019181915626821963 0.0016076852285945638 0.0018538925275093986 0.0011803220809389835 0.0013363901412945319 0.0012790877038446986
leaf_weight=52 20 45 28 69 32 57 39 72 39 38 22 83 37 34 65 63 192 25 139 23 21 32 566 1053 92 25 29 54 33 42
leaf_count=52 20 45 28 69 32 57 39 72 39 38 22 83 37 34 65 63 192 25 139 23 21 32 566 1053 92 25 29 54 33 42
internal_value=0 0.00110148 0.00201971 0.00204681 0.0015232 0.000907329 0.0010307 0.00210257 0.00184557 0.00188858 0.00125635 0.00142871 0.00208665 0.00048298 0.00109909 0.000820373 0.00193632 0.000974117 0.00188669 0.00178396 0.00209775 0.00190608 0.00211307 0.00216017 0.00181908 0.00202138 0.00174953 0.00098026 0.00157845 0.00107537
internal_weight=0 590 2531 2420 186 404 313 1895 525 486 151 111 1823 91 112 162 448 90 379 215 1771 131 1640 1074 112 164 99 99 62 74
internal_count=3121 590 2531 2420 186 404 313 1895 525 486 151 111 1823 91 112 162 448 90 379 215 1771 131 1640 1074 112 164 99 99 62 74
is_linear=0
shrinkage=0.00184769


Tree=2498
num_leaves=31
num_cat=0
split_feature=1 3 1 46 2 10 4 16 150 123 16 3 3 159 2 0 15 51 160 4 3 16 16 47 48 3 16 15 2 2
split_gain=5.36415 1.3694 0.859612 0.877587 0.613558 0.564368 0.559471 0.532648 0.440319 0.391523 0.370287 0.44381 1.29087 0.480648 0.527884 0.427737 0.42019 0.37249 0.377607 0.366194 0.486414 0.362301 0.616822 0.345366 0.91266 0.331133 0.401383 0.50357 0.330835 0.528437
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.092365000000000017 -0.062879999999999978 0.19806500000000002 -0.25582999999999995 0.082565000000000013 0.11679000000000002 -0.44310499999999992 -0.14186499999999996 -0.11171999999999999 0.082585000000000006 0.10584500000000001 -0.091794999999999988 -0.012384999999999998 0.14431500000000003 -0.4136149999999999 -0.50052499999999989 -0.23446499999999998 -0.080509999999999984 -0.091114999999999988 0.10589000000000001 0.11951500000000001 -0.24190499999999995 -0.0073349999999999986 -0.088749999999999982 0.13712500000000002 0.12437500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 9 6 -4 -1 8 -2 23 -6 19 -13 15 16 -14 -15 18 -17 -12 -21 22 -20 28 -25 -9 -27 -28 29 -3
right_child=1 2 5 -5 10 -7 -8 25 -10 -11 11 12 13 14 -16 17 -18 -19 21 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0025875971898512802 0.00084961092116848155 0.0011406820985762826 -0.0013017096600588512 0.0034506107728557276 0.0028994073841651789 0.00063301756027704474 0.0008269724737455167 0.0035346450695242877 0.0025432050216420646 -0.00022336220576359324 0.0040394862435245713 -0.00038490536961918839 0.0014036230053778584 0.0044992575186152406 0.001699333057244254 0.0031711111217027593 0.0025997909611737793 0.00095205925267927464 0.0018957650662827605 0.0014285662134535025 0.0034938323397162839 0.0020150167277421345 0.0043277424124834509 0.0035521594389635635 0.00069616538908327244 0.0033489299517752789 0.00042353034380721911 0.0022550447433864608 0.00041521176976462429 0.0027229614190445103
leaf_weight=1591 56 207 21 20 77 77 20 24 24 20 22 23 98 25 26 43 26 26 25 26 24 330 21 24 25 27 20 92 55 26
leaf_count=1591 56 207 21 20 77 77 20 24 24 20 22 23 98 25 26 43 26 26 25 26 24 330 21 24 25 27 20 92 55 26
internal_value=0 0.00141806 0.00109129 0.00131819 0.00244853 0.000218433 0.00256574 0.0020568 0.00135769 0.00119872 0.00221013 0.0021359 0.00204868 0.00213896 0.00291245 0.00202928 0.0035309 0.00216706 0.00224246 0.00291477 0.00241989 0.00213626 0.00300602 0.00128312 0.00209502 0.00239992 0.002204 0.00192799 0.00114498 0.00131725
internal_weight=0 718 475 377 2403 98 1611 243 80 357 792 715 643 620 77 543 51 445 419 72 50 376 46 337 49 163 139 112 288 233
internal_count=3121 718 475 377 2403 98 1611 243 80 357 792 715 643 620 77 543 51 445 419 72 50 376 46 337 49 163 139 112 288 233
is_linear=0
shrinkage=0.0104612


Tree=2499
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 45 2 2 1 14 34 2 1 52 457 43 13 47 159 1 0 16 52 4 43 31 12
split_gain=137.225 22.536 15.0161 11.2872 8.42598 6.76481 4.63485 4.20755 3.70773 3.68226 3.27543 3.09042 2.43409 2.30514 2.05339 1.67897 1.56291 1.6604 2.33105 1.4064 1.38328 1.3634 1.45609 1.60749 1.33234 1.31154 1.16719 1.13316 1.12667 1.00976
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.11474000000000002 0.10783500000000001 0.089885000000000007 0.14960000000000004 0.077845000000000011 0.062655000000000016 -1.0000000180025095e-35 0.13404500000000005 0.091195000000000012 -0.56176499999999996 0.083570000000000019 -0.016814999999999997 -0.072819999999999982 0.090100000000000013 0.082585000000000006 0.085110000000000005 -0.072894999999999988 0.11346000000000002 0.086450000000000013 -0.0070899999999999991 -0.080324999999999994 -0.077289999999999984 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 9 26 10 12 13 -5 15 28 19 -1 -11 21 -19 -15 -3 25 23 -23 -7 -18 -6 -13 -4 -28
right_child=1 2 8 11 7 24 -8 -9 -10 16 -12 27 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0022434477171858615 0.0021470243027959953 0.0011186459807394798 0.00081982487425071406 0.0020318303974290559 0.0023681110658268245 0.0012203546175653883 0.0013897803138478403 0.0011328932182422436 0.0015190171806683959 0.0024069902775284546 0.00044254214282172735 0.0014776790993986395 0.0025841119285339893 0.00093847739745266416 0.0007552628528125526 0.0020737101723102259 0.0019823736105899787 0.0021307155320616014 0.0013221109831445892 0.0014427607844727261 0.0015072867967039353 0.0023291274580812637 0.0026866851196785091 0.0018376528283067376 0.0018141812942288422 0.0021391871092058456 0.0020824664632748198 0.00097604609992477814 0.00025766615921108657 0.0016027540967013315
leaf_weight=1117 74 192 22 28 20 26 24 23 21 45 79 49 59 33 59 220 361 23 22 37 34 65 21 31 22 315 31 20 23 25
leaf_count=1117 74 192 22 28 20 26 24 23 21 45 79 49 59 33 59 220 361 23 22 37 34 65 21 31 22 315 31 20 23 25
internal_value=0 0.00122242 0.00110819 0.0021279 0.00136637 0.00215239 0.00216615 0.00179843 0.000801953 0.00217432 0.000742434 0.00153421 0.0022311 0.000878591 0.000999321 0.00221552 0.00208456 0.00206725 0.0017354 0.00120503 0.00117711 0.00208608 0.00226308 0.00217042 0.00149253 0.00205544 0.00199984 0.00133228 0.000532499 0.00186831
internal_weight=0 673 599 2448 325 2351 2303 99 274 2279 253 97 1396 174 129 1337 883 838 45 70 226 793 117 96 48 676 76 69 45 56
internal_count=3121 673 599 2448 325 2351 2303 99 274 2279 253 97 1396 174 129 1337 883 838 45 70 226 793 117 96 48 676 76 69 45 56
is_linear=0
shrinkage=0.00177594


Tree=2500
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 2 4 14 43 0 2 1 2 3 0 52 4 15 50 4 2 43 2 39 1 0 4 0 12
split_gain=133.391 15.6974 15.0207 8.97627 8.91611 6.09555 5.47144 4.48728 4.27382 3.83822 3.51379 2.93615 2.46251 2.21724 2.18534 2.06107 1.97965 1.90841 3.56871 1.74878 1.73725 1.68632 1.65814 1.51793 1.47476 1.47013 1.41837 1.16991 1.12545 0.978862
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.097070000000000004 -0.17966999999999997 0.076975000000000002 -0.025214999999999998 -0.23194499999999998 0.11177500000000001 0.10124500000000002 0.11704500000000001 -0.22605499999999998 -0.030209999999999997 0.048770000000000008 -0.059649999999999988 -0.03241999999999999 0.11266000000000001 0.033845000000000007 0.10402500000000002 -0.04890499999999999 0.099185000000000009 0.096625000000000016 0.083345000000000016 -0.23001499999999997 -0.013125 -0.081894999999999982 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 9 8 -6 20 24 -1 -11 21 -2 -8 27 -7 23 -19 -13 29 22 -9 -12 28 -22 -24 -16 -3 -4
right_child=1 5 6 -5 7 16 14 12 -10 11 17 19 -14 -15 15 -17 -18 18 -20 -21 25 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026465099674795262 0.0019434220831614575 0.00079733818642577301 0.0021802715543824984 0.0010756134597185774 0.0021092496476463472 0.00035641371473136711 0.0022403278422768345 0.0013403901002185178 0.0026182080775366615 0.0016593863140083546 0.0022846248984526732 0.0010078071948218545 0.0011920614643509784 0.0013180951336593627 0.0020468648957234293 0.0015523549081432814 0.0008768486458223838 0.0019586580452812677 0.001226017896447551 0.0015542882397392369 0.0020624890400949853 0.0011450440611099025 0.0015533061825446226 0.0017327210639981599 0.00065755803299025358 0.0016595424624441849 0.0020808524864514145 0.0018448330270100046 0.0011628545566316883 0.0020927678303564951
leaf_weight=22 95 45 746 75 31 57 56 28 52 38 53 91 85 20 140 49 34 76 26 21 74 21 27 20 60 41 33 207 54 744
leaf_count=22 95 45 746 75 31 57 56 28 52 38 53 91 85 20 140 49 34 76 26 21 74 21 27 20 60 41 33 207 54 744
internal_value=0 0.00113105 0.00203235 0.00153504 0.00173837 0.000939159 0.00209117 0.00150621 0.00213658 0.00105351 0.00200354 0.00124938 0.00140984 0.00183467 0.0019247 0.00188007 0.000550862 0.00192271 0.00177191 0.00111027 0.00212098 0.00157967 0.00168339 0.00213342 0.000868729 0.00191883 0.00184346 0.00192634 0.000996711 0.00213658
internal_weight=0 590 2531 190 422 400 2109 225 1657 309 197 150 194 115 452 396 91 175 102 112 1605 109 88 73 159 115 60 347 99 1490
internal_count=3121 590 2531 190 422 400 2109 225 1657 309 197 150 194 115 452 396 91 175 102 112 1605 109 88 73 159 115 60 347 99 1490
is_linear=0
shrinkage=0.00170698


Tree=2501
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 52 2 14 0 15 15 4 3 1 50 4 2 0 16 40 1 49 1
split_gain=113.177 14.8614 12.2158 6.75751 6.62772 5.67638 5.24777 4.03329 3.81153 3.70452 3.38447 2.72631 2.3772 3.4851 2.22063 1.9488 2.13131 1.93455 1.89242 2.87828 1.78402 1.72624 1.60473 1.52826 1.49806 1.26388 1.26058 1.17987 1.15219 1.0509
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.17966999999999997 -0.23194499999999998 0.08257500000000001 0.10381000000000001 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 0.13592500000000005 -0.064054999999999987 0.013900000000000001 0.096860000000000016 0.041865000000000006 -0.04890499999999999 0.099185000000000009 -0.097024999999999986 -0.073404999999999984 -0.077474999999999988 0.13436000000000001 -0.012034999999999999 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 11 7 14 26 -9 17 -6 -1 13 20 15 16 -4 24 23 -20 -12 -7 -10 -13 -8 -26 -3 -24 -2 -27
right_child=1 5 6 -5 10 21 9 8 22 -11 12 18 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 27 -25 25 29 -28 -29 -30 -31
leaf_value=0.0024082468822685947 0.0013820436842681622 0.0009455596547910764 0.0020515522602873822 0.0011000244826810217 0.0019551308905970642 0.00046006673577932752 0.0022537079461284744 0.0015995644065803527 0.0014860963410100781 0.0016419639154838979 0.0016599088855812089 0.0021477557430078691 0.0018791292655988181 0.00098726722374128289 0.0023784681974350357 0.0020243128171979242 0.0013115207766925666 0.0014391835705964574 0.0018121729288585171 0.0011808064749241295 0.0012424927816997581 0.0009738702140649544 0.0010568185527261374 0.0016140813195468467 0.001991234836992698 0.001791949277314474 0.000556825976940084 0.00067345206435718012 0.0018165437895382192 0.0019563757388930988
leaf_weight=22 20 43 20 74 31 75 35 42 20 171 63 52 22 60 46 1053 22 23 77 26 49 23 128 20 288 286 47 26 92 165
leaf_count=22 20 43 20 74 31 75 35 42 20 171 63 52 22 60 46 1053 22 23 77 26 49 23 128 20 288 286 47 26 92 165
internal_value=0 0.00110099 0.00189895 0.00148476 0.00164414 0.000924307 0.00194994 0.00103437 0.00115595 0.00186109 0.00145174 0.00186388 0.00137131 0.00130635 0.00202532 0.00201049 0.00166392 0.0019081 0.00179545 0.0016528 0.00147729 0.000580653 0.00104888 0.00199951 0.00192203 0.00190633 0.000742554 0.000992094 0.00173895 0.00185211
internal_weight=0 590 2531 186 422 404 2109 306 216 968 225 197 194 172 1141 1095 42 797 175 103 112 98 174 72 774 739 90 154 112 451
internal_count=3121 590 2531 186 422 404 2109 306 216 968 225 197 194 172 1141 1095 42 797 175 103 112 98 174 72 774 739 90 154 112 451
is_linear=0
shrinkage=0.0016407


Tree=2502
num_leaves=31
num_cat=0
split_feature=1 1 2 12 123 4 2 130 9 16 49 0 16 1 11 1429 49 3 3 132 52 11 0 47 0 1 106 12 3 1
split_gain=6.49394 1.16132 0.863197 0.763308 0.683372 0.606956 0.558185 0.521044 0.467956 0.684372 0.446972 0.510904 0.660051 0.48859 0.442478 0.421381 0.447369 1.10875 0.49161 0.43006 0.393663 0.409728 0.372696 0.625721 0.528928 0.539771 0.372547 0.33375 0.311711 0.429825
threshold=0.10752500000000002 0.13707500000000003 0.097070000000000004 0.085055000000000006 0.08592000000000001 0.23246000000000003 -0.0091949999999999983 -0.076894999999999977 0.037245000000000007 -0.0064149999999999997 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 0.15471500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.048674999999999989 -0.086049999999999988 -0.0069549999999999994 0.10240500000000001 0.088785000000000017 0.080150000000000013 -0.11173999999999999 0.077555000000000013 -0.14226499999999997 0.085110000000000005 0.087690000000000004 0.093765000000000015 -0.13927999999999999 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 7 15 27 8 -2 -1 -10 -3 12 -12 -13 22 16 17 -4 -19 28 21 -16 23 24 25 -8 -9 -5 29 -18
right_child=1 10 4 5 -6 -7 14 26 9 -11 11 13 -14 -15 20 -17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060279754642346038 -0.00015240199724533466 -0.00041293320643281717 -0.00046561297331361169 0.0041026102239701623 0.00071475875323382689 0.0015004623370770127 0.0035065179787672593 0.0017223092828416886 0.0013999038022762724 0.0038646121387395072 0.00077952542422460953 0.0010587238826831051 0.0028139270107799298 -0.00095494039146165751 0.005299330203697444 0.0032730688451837854 0.0040448352564877513 0.0036402618918152272 0.0013577962447003523 0.0014034721838877427 0.0025312945509117701 0.0034304926868104647 0.0029086208904170068 0.0039743318631907977 0.00079261468816805582 0.0017551277040715263 0.00026941964579289075 0.0025829015952991757 0.0024717568646053013 0.002263836892411848
leaf_weight=21 21 31 21 21 26 54 33 232 29 23 46 34 30 23 22 68 36 22 21 38 24 34 1599 22 30 51 22 76 384 27
leaf_count=21 21 31 21 21 26 54 33 232 29 23 46 34 30 23 22 68 36 22 21 38 24 34 1599 22 30 51 22 76 384 27
internal_value=0 0.00150388 0.00274699 0.00179761 0.00240933 0.00240715 0.00286199 0.00146292 0.00194715 0.00249006 0.000740903 0.00100984 0.00158258 0.000246193 0.00289879 0.00248074 0.0023826 0.00154409 0.00252557 0.00249325 0.00367466 0.00416468 0.00286301 0.00232677 0.00200882 0.00244317 0.00159647 0.00291191 0.00258589 0.00328155
internal_weight=0 590 2531 426 643 151 1888 275 73 52 164 133 76 57 1815 617 549 64 43 485 80 56 1735 136 114 84 254 97 447 63
internal_count=3121 590 2531 426 643 151 1888 275 73 52 164 133 76 57 1815 617 549 64 43 485 80 56 1735 136 114 84 254 97 447 63
is_linear=0
shrinkage=0.0106704


Tree=2503
num_leaves=31
num_cat=0
split_feature=1 4 3 48 2 9 0 14 157 12 2 51 0 15 14 10 49 44 0 16 3 3 52 3 43 13 12 43 133 131
split_gain=5.29509 1.37985 1.00285 0.868028 0.84833 1.33116 0.599441 0.5358 0.640089 0.509775 0.570699 0.497416 0.464625 0.544731 0.449181 0.500698 0.460999 0.519863 0.718199 0.572052 0.702893 0.509469 0.500336 0.494064 0.444712 0.432467 0.42313 0.436374 0.356658 0.334153
threshold=0.10312500000000001 -0.39518999999999993 0.31370500000000007 -0.086869999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.22582000000000002 -0.47013499999999991 -0.06457499999999998 -0.42850999999999995 0.15950500000000004 0.11326500000000002 0.024095000000000002 -0.11713499999999999 0.062655000000000016 -0.012544999999999999 0.11560500000000001 1.0000000180025095e-35 -0.13455999999999999 -0.36241499999999999 -0.0037349999999999996 0.090900000000000009 -0.11183499999999999 0.10299500000000002 -0.079109999999999986 -0.066634999999999986 0.091200000000000017 -0.06984499999999999 0.089200000000000015 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 24 14 -6 -9 -4 -11 -10 13 -7 15 -1 17 18 19 -17 -21 -22 26 -20 -5 29 -18 -28 -24 -15
right_child=1 2 9 4 7 12 -8 8 11 10 -12 -13 -14 25 -16 16 22 -19 23 20 21 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00091825857550586316 0.0024472607247586274 0.0030766439603451272 0.0011546896758365297 0.0010205026758318564 0.0022200050416045823 0.0032605236631321334 0.00059308663453913504 -0.00039569437623238074 0.0007607912298287806 0.00036916396840641603 -0.0014374309709722067 0.0018681475610876604 0.00069129329073134118 0.0033514632623554389 0.0027305228600884956 0.0023578347159084758 0.0031491244074146243 0.0034957098635495175 0.0021754790978361967 -0.00044619158999604515 0.0024232330218156408 0.00074059729298667709 0.00019702919840190359 0.0011605385195062989 -0.00069830816437106821 0.0013770401626413285 0.00067496455613534384 0.0025400926206490797 0.001550082856408811 0.0019690767661036724
leaf_weight=29 67 20 35 28 22 27 21 33 217 46 20 38 21 20 89 36 22 22 1949 20 26 32 25 39 21 69 20 20 41 46
leaf_count=29 67 20 35 28 22 27 21 33 217 46 20 38 21 20 89 36 22 22 1949 20 26 32 25 39 21 69 20 20 41 46
internal_value=0 0.00122616 0.00110276 0.00124996 0.00118256 0.00159088 0.00209494 0.000876979 0.000774387 0.000283634 -0.000178289 0.000925809 0.00194084 0.00210282 0.00210825 0.00208397 0.00209898 0.00213034 0.00211605 0.00142685 0.000997171 0.00149488 0.0015786 0.00215557 0.000283869 0.00187128 0.00215455 0.00160753 0.00103756 0.00238798
internal_weight=0 730 663 562 542 232 2391 310 288 101 66 255 183 162 2370 2281 2252 2124 2102 114 78 58 128 1988 49 135 62 40 66 66
internal_count=3121 730 663 562 542 232 2391 310 288 101 66 255 183 162 2370 2281 2252 2124 2102 114 78 58 128 1988 49 135 62 40 66 66
is_linear=0
shrinkage=0.00892851


Tree=2504
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 14 1 43 2 16 2 12 1 2 2 457 4 16 12 475 43 2 1 0 15 39 4 3 51
split_gain=144.479 17.5649 16.9531 10.0517 9.2048 8.36544 4.64777 4.50986 4.46153 4.27658 4.74446 3.72766 3.00212 2.85123 2.66481 2.28826 2.12411 2.10597 1.94692 1.86986 1.71396 1.7073 1.67807 1.59285 1.55747 2.88201 1.52454 1.29808 1.27464 1.22765
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.098630000000000009 0.27834500000000006 0.31534000000000006 0.076975000000000002 0.077845000000000011 -0.025214999999999998 0.14122000000000004 -0.5335399999999999 0.11177500000000001 -0.42850999999999995 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 0.080930000000000016 -0.011209999999999999 -0.008904999999999998 0.088245000000000004 -0.066784999999999983 -0.080324999999999994 0.15950500000000004 0.122715 -0.10836499999999999 -0.10469999999999999 0.095830000000000012 -0.50940999999999981 0.084940000000000015 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 23 8 13 -4 26 10 -5 -10 -7 19 15 -15 20 -13 -19 24 -12 -9 -14 -2 25 -1 -3 -26 -27 -21
right_child=1 5 7 9 -6 12 -8 21 11 -11 16 17 22 14 -16 -17 -18 18 -20 29 -22 -23 -24 -25 27 28 -28 -29 -30 -31
leaf_value=0.0024394622819119112 0.001999827538748165 0.0010116725819687316 0.0020148539003460794 0.0012584930779377306 0.0011036680994492344 0.00087355065273626669 0.0025879733212898453 0.0013787638030894743 0.0017349558085114716 0.0013663503689209159 0.00225001576277089 0.0015956211397216318 0.00046514690963133667 0.0016221750386215736 0.0014687686549264981 0.002097067237088635 0.0014384454131437254 0.0011621658822164136 0.00060163743491098518 0.0021261993154137841 0.0019601502335370772 0.0008387667652421984 -0.00014520996958946049 0.0015351123436186927 0.002650714658130627 0.0020250346560610364 0.00067542702707630803 0.0022392479839850937 0.0015001623569270844 0.0018299250470741298
leaf_weight=29 83 95 28 28 74 35 72 59 39 41 71 22 35 33 25 284 20 65 25 552 365 24 21 29 23 28 67 779 26 44
leaf_count=29 83 95 28 28 74 35 72 59 39 41 71 22 35 33 25 284 20 65 25 552 365 24 21 29 23 28 67 779 26 44
internal_value=0 0.00113677 0.00207477 0.00210469 0.00157084 0.000936921 0.0021626 0.00142246 0.00106936 0.00189568 0.00194052 0.00128045 0.000481374 0.0021458 0.00200532 0.00204763 0.0019824 0.00112219 0.00100646 0.00217824 0.00200735 0.00122262 0.000236263 0.0018795 0.00222801 0.00200542 0.000872608 0.00225105 0.00177232 0.00210433
internal_weight=0 590 2531 2420 186 404 1895 111 313 525 484 151 91 1823 342 317 456 112 90 1481 436 83 56 112 885 83 162 802 54 596
internal_count=3121 590 2531 2420 186 404 1895 111 313 525 484 151 91 1823 342 317 456 112 90 1481 436 83 56 112 885 83 162 802 54 596
is_linear=0
shrinkage=0.00170698


Tree=2505
num_leaves=31
num_cat=0
split_feature=1 52 3 148 124 4 2 47 51 48 52 4 12 160 12 133 2 159 483 42 42 13 52 12 484 16 124 4 158 159
split_gain=5.02426 1.25431 0.839241 0.594278 0.600414 0.591854 0.601877 0.558999 0.959364 0.538009 0.464195 0.439282 0.433413 0.51292 0.435383 0.388529 0.379384 0.376737 0.505159 0.432149 0.457831 0.713696 0.457768 0.563827 0.406615 0.396161 0.368559 0.359748 0.358532 0.429386
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 -0.095079999999999984 0.0049200000000000008 0.40124500000000002 0.092120000000000021 0.078345000000000012 0.10532000000000001 -0.079804999999999987 0.048770000000000008 -0.0070899999999999991 0.11734000000000001 -0.076689999999999994 0.092255000000000018 0.0068000000000000014 0.14122000000000004 0.082585000000000006 -0.059844999999999995 0.075730000000000006 -0.079539999999999986 0.10443000000000001 -0.56368999999999991 0.10911500000000002 0.08764000000000001 0.18438500000000005 -1.0000000180025095e-35 -0.012509999999999999 0.085030000000000008 0.11109000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 7 6 28 8 9 -5 -4 -9 13 -11 -15 -13 17 19 -19 20 27 22 -22 25 -21 -24 -20 -8 29 -1
right_child=1 2 10 4 -6 -7 16 11 -10 12 -12 15 -14 14 -16 -17 -18 18 26 24 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027574320405775263 0.0028238434080950837 -0.00035382710662785073 -0.00013168686573012566 0.0031365303345558147 0.00018965039711067193 0.00075619296789602736 0.003369480680422907 0.0036107283929066414 0.0033716931878949147 0.0018101896594035769 0.0015171812522392601 0.0023793917224356844 0.002575129959102898 0.00094717344327843213 -0.00059020908064593368 0.00057727880841002184 0.0013183405636881796 0.0014799434121139953 0.0020252805261260437 0.0025113898173967381 0.0035728073095022883 -0.00027906871353598805 0.0018113563184749433 0.0031510922978095048 0.0038844986633653393 0.00040731230760939787 0.003787454015910967 0.0020106219678830599 0.0033195611898516764 0.0010935179875340656
leaf_weight=1399 90 21 69 20 36 22 51 30 33 81 34 79 27 161 29 20 41 22 20 285 21 21 105 32 32 36 76 53 154 21
leaf_count=1399 90 21 69 20 36 22 51 30 33 81 34 79 27 161 29 20 41 22 20 285 21 21 105 32 32 36 76 53 154 21
internal_value=0 0.00154714 0.0013676 0.00155077 0.00162829 0.00264188 0.00265939 0.00173618 0.00149723 0.00130271 0.0004126 0.00238635 0.00117964 0.00104061 0.00071252 0.00201533 0.00240035 0.00245919 0.00305857 0.00234798 0.00204785 0.00174353 0.00196247 0.001767 0.00265 0.00145288 0.00342033 0.00267699 0.00279023 0.00273282
internal_weight=0 730 640 537 516 2391 2369 480 351 318 103 129 298 271 190 99 795 754 118 636 319 215 194 173 317 141 96 104 1574 1420
internal_count=3121 730 640 537 516 2391 2369 480 351 318 103 129 298 271 190 99 795 754 118 636 319 215 194 173 317 141 96 104 1574 1420
is_linear=0
shrinkage=0.01155


Tree=2506
num_leaves=31
num_cat=0
split_feature=1 12 3 15 46 4 474 1 0 15 2 15 12 12 0 43 2 151 3 4 41 42 1444 484 2 1213 4 160 1456 15
split_gain=4.11363 0.718174 0.689365 0.6082 0.561736 0.674569 1.01187 0.795919 0.503454 0.430152 0.428043 0.407977 0.400672 0.57373 0.439751 0.406131 0.606582 0.37889 0.483409 0.366793 0.587765 0.623788 0.637119 0.493347 0.557088 0.366204 0.503666 0.859703 0.534465 0.353561
threshold=0.11146500000000002 0.051320000000000005 -0.059315 0.035560000000000008 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.034820000000000011 -0.016799999999999995 0.11474000000000002 -0.41942499999999994 0.08598500000000002 0.085885000000000017 -0.14920999999999998 -0.0017249999999999998 0.084755000000000011 -0.044604999999999992 0.083060000000000009 -0.015039999999999998 0.077565000000000009 -0.16797499999999996 -0.066134999999999985 0.085435000000000025 0.090935000000000016 0.085435000000000025 -0.082769999999999982 -0.014869999999999998 -0.088849999999999985 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 -1 7 17 -4 -9 -2 -12 13 14 -3 25 -17 -7 -19 20 21 -14 -23 29 -25 26 27 -16 -28 -24
right_child=2 12 8 -5 -6 6 -8 9 -10 -11 11 -13 19 -15 15 16 -18 18 -20 -21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.00250360195724932 0.0021650316581586435 0.0036282730991520212 0.00095814137078204431 0.0029069121463963675 0.003397896207014149 0.0029225874672632142 -0.00084672991063060212 0.0011956425312305383 -0.00061256143622155656 -0.00041953642216100535 0.002069224306353621 0.00034363916402989163 0.0041735827454725096 0.0041076684176669653 0.0049088915049690009 0.0024744440340101394 0.0006161668679629421 0.0021600122923148843 0.00067744232736273284 0.0019280258374030259 0.00061834640382175433 0.00411053539821527 0.0024347054089776435 -0.00012647791038710289 0.0021907652026941964 0.0011748152827356128 0.0007189740053783211 0.002516732570855728 0.0024879083731228625 0.0020054420406985505
leaf_weight=72 92 32 329 49 20 41 22 128 25 22 26 39 20 24 26 45 36 88 35 537 24 21 628 21 27 23 21 50 263 335
leaf_count=72 92 32 329 49 20 41 22 128 25 22 26 39 20 24 26 45 36 88 35 537 24 21 628 21 27 23 21 50 263 335
internal_value=0 0.00215513 0.00110822 0.00178083 0.00165191 0.00156633 0.00136548 0.00152048 0.000847216 0.00095875 0.00169672 0.00103387 0.00223883 0.0024964 0.00241843 0.002335 0.00164854 0.00203425 0.00173814 0.00215579 0.00226947 0.00230713 0.00227096 0.00223275 0.00117697 0.00248017 0.00256357 0.0033351 0.00235711 0.00228538
internal_weight=0 2610 511 477 428 408 336 314 354 150 157 65 2133 520 496 464 81 164 123 1613 1076 1052 1032 1011 48 383 360 76 284 963
internal_count=3121 2610 511 477 428 408 336 314 354 150 157 65 2133 520 496 464 81 164 123 1613 1076 1052 1032 1011 48 383 360 76 284 963
is_linear=0
shrinkage=0.0106704


Tree=2507
num_leaves=31
num_cat=0
split_feature=1 12 51 1 44 4 43 13 12 3 15 1 12 133 4 16 148 13 15 0 0 34 3 11 2 16 15 1 2 13
split_gain=3.40547 0.837859 0.557211 0.572637 0.525935 0.534544 0.647062 0.932988 0.509878 0.431364 1.23971 0.472743 0.416417 0.415968 0.414887 0.408566 0.407624 0.350801 0.339745 0.479038 0.556962 0.3396 0.315154 0.290245 0.660693 0.471216 0.795035 0.392189 2.00586 0.467498
threshold=0.11690500000000002 0.051320000000000005 -0.40274499999999996 0.16773500000000005 1.0000000180025095e-35 -0.17966999999999997 -0.23714499999999997 0.05868000000000001 -1.0000000180025095e-35 0.11296500000000002 -0.0058549999999999991 0.084525000000000003 0.10266500000000002 -0.083244999999999986 -0.04890499999999999 0.24134000000000003 -0.066239999999999979 0.25761500000000009 -0.17952999999999997 -0.071924999999999989 -0.14454499999999995 -0.0011599999999999998 0.13524500000000003 0.080455000000000013 0.087995000000000004 0.19444000000000003 -0.042209999999999991 0.079415000000000013 0.084145000000000011 -0.15078499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 14 5 8 -7 9 -1 11 -11 13 23 -8 22 -10 -16 -14 -13 20 -20 -21 -4 25 -25 27 -27 29 -29 -3
right_child=2 12 3 -5 -6 6 7 -9 15 10 -12 18 17 -15 16 -17 -18 -19 19 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00071432764502459467 0.0024725973845018926 0.0040447287965406651 0.0029837817825862155 -0.0010285046146707567 0.0031526844822554996 0.0030841732708800878 0.0015664796988737178 -0.0011107483231852515 0.0038333914341296287 0.0015374140223521325 -0.0017049721534870205 6.5921508279819229e-05 0.0015868806782973254 0.0033014824648516742 -0.00073168653291873144 0.0021122381743940819 0.00086948473025915535 0.0027531089980128466 0.0013380180185473807 0.0015111048197724258 0.0027793780379943428 -0.00037781069323048893 0.00099764060705245837 0.0045656683687054682 0.0023397129683335204 0.001962232934383057 -6.1275762932168793e-06 0.0021146770690061985 -0.0013267704961626137 0.0022986845942215635
leaf_weight=20 27 20 20 21 28 27 37 20 28 54 21 24 255 34 22 48 278 38 110 23 50 26 21 21 92 148 32 389 23 1164
leaf_count=20 27 20 20 21 28 27 37 20 28 54 21 24 255 34 22 48 278 38 110 23 50 26 21 21 92 148 32 389 23 1164
internal_value=0 0.00203577 0.000903361 0.000786318 0.00164079 0.00155969 0.00138767 0.00127287 0.00232301 0.00139866 0.000629546 0.00158841 0.00213532 0.00239733 0.000898081 0.00274635 0.000752066 0.00173813 0.00134191 0.00148844 0.00178844 0.000508823 0.00196649 0.00219693 0.00275339 0.00216153 0.0016123 0.00222347 0.00192256 0.00232818
internal_weight=0 2732 389 362 550 522 426 399 96 379 75 304 2182 71 341 76 300 293 233 209 160 49 41 1889 113 1776 180 1596 412 1184
internal_count=3121 2732 389 362 550 522 426 399 96 379 75 304 2182 71 341 76 300 293 233 209 160 49 41 1889 113 1776 180 1596 412 1184
is_linear=0
shrinkage=0.0113235


Tree=2508
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 14 1 2 16 2 1 52 1 15 52 14 2 43 159 457 15 0 16 51 156 51 51
split_gain=95.691 16.6103 9.05013 6.58211 5.87219 5.02052 4.03713 3.7672 2.75321 2.53845 2.37615 1.71402 1.65303 1.53206 1.39928 1.33 1.22255 1.13768 1.10834 1.85041 1.08633 1.06635 1.14979 1.28989 1.1316 1.06145 1.05884 1.00357 1.21454 1.30913
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.062655000000000016 0.077845000000000011 0.092235000000000025 -0.061854999999999993 0.14960000000000004 0.087135000000000004 0.12418000000000001 0.122715 -0.40580499999999992 -0.16675999999999999 -0.41076499999999994 0.12198500000000001 -0.080324999999999994 0.08154500000000002 0.083570000000000019 -0.074054999999999996 -0.14723999999999998 0.11346000000000002 0.11144500000000002 0.087205000000000019 -0.093639999999999987 -0.025069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 21 6 8 12 10 -4 13 -9 14 26 -6 -2 -14 -10 -5 -20 -11 22 23 24 -3 -7 27 28 -1 -30
right_child=1 4 9 18 7 25 -8 11 17 20 -12 -13 16 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015184419636260335 0.0017611097974385656 0.00094747057875370886 0.0017312734585064973 0.0013800277083894309 0.00062798598302743719 0.0010363217437310292 0.0011330533224154734 0.00085214617734696114 0.0017952242810744686 0.0012492694982843935 0.0017544870784747077 0.0014008179155933019 0.00064698716763545718 0.0017878371285630673 0.0010745355490604487 0.0013438682554448142 0.00017229845613362461 0.0022700966390257664 0.0011535219065531618 0.00050489706449516488 0.00076774170878332821 0.00089488494525382289 0.00094262590293305807 0.001589377919040092 0.0014604325745846323 0.0015559612405387721 0.0016304780100443548 0.0017788313436403148 0.0022351405702028346 0.0019366582151612787
leaf_weight=20 115 32 28 24 117 26 24 45 20 49 691 28 29 415 26 29 38 65 40 20 20 41 33 34 22 22 39 129 47 853
leaf_count=20 115 32 28 24 117 26 24 45 20 49 691 28 29 415 26 29 38 65 40 20 20 41 33 34 22 22 39 129 47 853
internal_value=0 0.001069 0.0018103 0.00145114 0.000873205 0.00183181 0.00184342 0.000721879 0.0018509 0.00128912 0.00183899 0.0010626 0.000603439 0.00187784 0.000709177 0.00167708 0.000377761 0.00215836 0.0010638 0.000937314 0.0011097 0.00113756 0.00121979 0.00132372 0.00115646 0.00127449 0.00191218 0.00192265 0.00194282 0.00195225
internal_weight=0 673 2448 228 445 2351 2303 283 2279 97 2194 73 210 1503 143 144 67 85 84 60 69 162 121 88 54 48 1088 1049 920 900
internal_count=3121 673 2448 228 445 2351 2303 283 2279 97 2194 73 210 1503 143 144 67 85 84 60 69 162 121 88 54 48 1088 1049 920 900
is_linear=0
shrinkage=0.00174112


Tree=2509
num_leaves=31
num_cat=0
split_feature=1 12 2 1 47 0 43 3 13 457 16 376 2 52 4 149 52 12 2 160 51 13 1455 156 0 0 52 16 42 2
split_gain=3.25096 0.974305 0.513008 0.488644 0.482728 0.431964 0.3891 0.556833 0.813172 0.59726 0.435826 0.393445 0.388202 0.39193 0.382974 0.371627 0.355789 0.342215 0.328753 0.395638 0.573192 0.32201 0.332852 0.310509 0.579324 0.429688 0.438586 0.609454 0.318942 0.304955
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.093575000000000019 0.085505000000000012 -0.040504999999999992 -0.11720999999999999 -1.0000000180025095e-35 -0.0072999999999999992 0.10613500000000002 -0.070454999999999976 0.084545000000000009 0.079055000000000014 0.048770000000000008 0.057560000000000007 0.081720000000000015 -0.23375999999999997 0.10266500000000002 0.085730000000000015 0.066685000000000008 -1.0000000180025095e-35 -0.088854999999999976 0.09550500000000002 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -1.0000000180025095e-35 -0.40995499999999996 0.086665000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 15 14 -5 8 11 10 -9 -8 -1 18 -6 23 -12 29 -14 20 -20 -19 -23 24 25 -2 -27 28 -28 -3
right_child=4 17 -4 6 5 -7 7 9 -10 -11 16 -13 13 -15 -16 -17 -18 21 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00073458849257315359 -0.00055638502293273758 0.0032733596018291824 -0.00015079992522867489 0.0025869059797914663 0.0027228517678124318 2.5103087641998588e-05 0.00076994482699709467 0.0013215933258115624 -0.00059564034989481064 -1.7434564932748361e-06 0.0016929118888605852 0.0024054133340165231 0.0029809237990433449 0.0027944618302276295 0.0011820541446342899 0.0018499565048437372 0.0033325617352992503 0.00039108975048637368 0.0018509860636395919 0.002261713237489681 7.5662836878941548e-05 0.001810255186498508 0.00046996737688862015 0.0015366203367521494 -0.001111085123095326 1.1327623794400001e-05 0.0015910472094808263 0.0025961578465890783 -8.9888260677768614e-05 0.0019747606716808922
leaf_weight=29 35 20 21 22 27 21 60 90 41 24 30 22 21 54 51 20 28 22 48 55 34 259 22 22 30 52 21 25 30 1885
leaf_count=29 35 20 21 22 27 21 60 90 41 24 30 22 21 54 51 20 28 22 48 55 34 259 22 22 30 52 21 25 30 1885
internal_value=0 0.00183629 0.00145433 0.00151474 0.00074412 0.00135686 0.00124482 0.00114473 0.000607273 0.00152907 0.00177731 0.00120873 0.00186978 0.00202507 0.00171541 0.000485988 0.00248447 0.00193645 0.00176211 0.00157529 0.00111488 0.0016099 0.00170532 0.000359107 0.000224882 0.000470766 0.000751628 0.00125815 0.000602262 0.00198839
internal_weight=0 2787 579 558 334 99 317 295 123 172 148 82 241 212 78 235 58 2208 158 137 82 303 281 215 193 163 128 76 51 1905
internal_count=3121 2787 579 558 334 99 317 295 123 172 148 82 241 212 78 235 58 2208 158 137 82 303 281 215 193 163 128 76 51 1905
is_linear=0
shrinkage=0.0104612


Tree=2510
num_leaves=31
num_cat=0
split_feature=4 2 12 3 2 96 45 4 12 3 0 52 1447 1212 130 0 394 48 52 14 16 15 14 2 38 40 130 2 160 51
split_gain=2.65195 0.859855 0.653984 0.531745 0.524772 0.437449 0.391496 0.401225 0.578659 0.576793 0.507437 0.557829 0.561434 0.453107 0.540809 0.40995 0.390622 0.385015 0.406831 0.531125 0.649523 0.50514 0.452055 0.378827 0.354288 0.90361 0.325505 0.305726 0.297779 0.33871
threshold=0.27044500000000005 0.17025000000000004 -0.010834999999999999 0.20828500000000003 0.25063000000000007 0.086715000000000014 0.084355000000000013 -0.082249999999999976 0.11650500000000001 0.11296500000000002 -0.087084999999999982 0.11277500000000001 -0.085684999999999997 0.091580000000000009 -1.0000000180025095e-35 -0.019414999999999998 -0.081984999999999988 0.12118000000000002 -0.065544999999999978 -0.10708499999999999 -0.4714549999999999 -0.44764999999999994 -0.46825999999999995 0.13404500000000005 0.091770000000000004 -0.055059999999999991 0.09721500000000001 0.13501500000000002 -0.54913999999999985 0.24916000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 6 5 17 7 8 10 15 -4 12 -12 26 -15 28 -1 18 22 23 -21 -22 -2 -20 25 -18 -14 -23 -9 -30
right_child=4 -3 3 -5 -6 -7 -8 9 -10 -11 11 -13 13 14 -16 -17 24 -19 19 20 21 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021161110589329605 0.0010355168532058777 -1.7455765311125756e-05 0.0022828082256420522 0.00048986189127185901 -0.00068394164969333285 -0.00045037643032146813 0.0025402864041861439 0.0022501471524597558 0.00017216790819642617 0.00011599573134190276 0.0031222360318469817 0.00045951363266838084 0.001794522422140339 0.0018691268090018265 0.00011288830656410085 0.0002224956581034605 0.0011004761996835505 -0.00026061069517398981 0.0028605396677901344 0.0011839810537345502 -0.0010825144831917966 0.0013909234773738098 -0.00087760351368848522 0.0011933809337094652 0.0017955227194880023 -0.00036570094398908601 0.0006043504547110168 -0.00014531599878607332 0.0014741841104324101 0.00056856293817812882
leaf_weight=24 20 33 119 42 24 25 31 40 20 27 22 32 405 26 33 22 144 26 20 139 21 22 21 26 31 46 20 21 1604 35
leaf_count=24 20 33 119 42 24 25 31 40 20 27 22 32 405 26 33 22 144 26 20 139 21 22 21 26 31 46 20 21 1604 35
internal_value=0 0.00144378 0.00146148 0.00150586 0.000617695 0.000709306 0.00152338 0.00151027 0.0016982 0.00143665 0.00174466 0.00162562 0.00169937 0.00163469 0.000886824 0.00145761 0.00101263 0.000801053 0.000896237 0.00103465 0.00083443 7.52481e-05 5.56259e-05 0.00191823 0.000892794 0.000745507 0.00173851 0.000640667 0.00147379 0.00145485
internal_weight=0 2756 2723 2478 365 341 2436 2405 677 1728 657 538 506 484 59 1701 245 316 290 249 203 64 41 46 221 190 425 43 1679 1639
internal_count=3121 2756 2723 2478 365 341 2436 2405 677 1728 657 538 506 484 59 1701 245 316 290 249 203 64 41 46 221 190 425 43 1679 1639
is_linear=0
shrinkage=0.00910708


Tree=2511
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 2 1 2 16 4 2 1 4 47 0 2 52 42 4 131 1 156 12 484
split_gain=207.897 32.438 21.1159 18.9165 11.8833 10.2956 7.2108 5.73131 5.7113 5.54178 4.96373 4.64395 3.66066 3.42975 3.18531 2.89881 2.05613 1.90877 2.01868 1.57861 1.45898 1.22141 1.43597 1.0838 1.05881 1.05562 1.49612 1.04252 1.32329 1.07964
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.14285500000000004 0.089625000000000024 0.08647500000000001 -0.52595999999999987 0.27834500000000006 -1.0000000180025095e-35 0.075045000000000014 -0.013125 0.090100000000000013 -0.019414999999999998 0.088850000000000012 0.40674500000000008 0.090545000000000014 0.0067750000000000006 0.082750000000000004 0.15799000000000005 0.087205000000000019 0.085955000000000018 0.085740000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 19 6 12 -6 11 14 -5 15 21 16 -7 -4 -14 20 -19 -3 -16 22 27 -2 -18 26 -13 -1 29 -29
right_child=1 2 8 10 7 9 -8 -9 -10 -11 -12 25 13 -15 17 -17 24 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018380243022701446 0.0018013829153726312 0.00060323654519767243 0.00072529940701148278 0.0014832912343055783 0.0015393889573738853 0.00098266694889318439 0.0022501786467089202 0.00072200839543237294 0.00086364364433970083 0.0010257250899350274 0.00075028426440311468 -2.2376803259859985e-05 0.0012389695949954357 0.0010038628564225675 0.0015755542668263892 0.00022971838991531329 0.0017146470296193731 0.0018698903050293797 0.0013842452230827568 0.00096467097597970357 0.0012575930637545158 0.0017081667903331666 0.0014182725986565841 0.0014016895824441105 0.0014013085073040221 0.00024722132886928873 -0.00050399336383319111 0.001926654409176183 0.0013593207141701391 0.0016021021797799177
leaf_weight=808 50 192 39 34 70 21 70 29 34 48 63 58 28 22 374 102 232 96 26 34 38 415 22 24 29 20 21 49 24 49
leaf_count=808 50 192 39 34 70 21 70 29 34 48 63 58 28 22 374 102 232 96 26 34 38 415 22 24 29 20 21 49 24 49
internal_value=0 0.000706047 0.000586745 0.0016763 0.000853279 0.00170391 0.001764 0.00129995 0.000270601 0.00152971 0.00100721 0.000186586 0.00174372 0.00159232 0.0015733 0.000366794 0.00163712 0.00159653 0.00176639 0.000657612 0.00154623 0.00177816 0.00180867 0.00167175 0.00167983 -7.00736e-05 -0.000150401 0.00181791 0.00168469 0.00176438
internal_weight=0 673 599 2448 325 2351 1748 99 274 603 97 240 1678 311 555 141 289 534 122 226 412 1367 952 74 261 99 79 930 122 98
internal_count=3121 673 599 2448 325 2351 1748 99 274 603 97 240 1678 311 555 141 289 534 122 226 412 1367 952 74 261 99 79 930 122 98
is_linear=0
shrinkage=0.00154607


Tree=2512
num_leaves=31
num_cat=0
split_feature=4 2 3 49 150 2 2 0 3 15 96 149 1444 52 0 49 13 1 49 14 0 1 12 4 41 4 51 4 133 457
split_gain=2.7895 0.83575 0.707551 0.501711 0.531447 0.458887 0.442782 0.39647 0.436982 0.378979 0.365517 0.378415 0.363109 0.414333 0.352774 0.350409 0.569535 0.342607 0.367118 0.316451 0.518101 0.484677 0.456868 0.358319 0.325185 0.591816 0.330797 0.359773 0.372961 0.353588
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 0.14321000000000003 0.094365000000000018 0.25063000000000007 -0.0091949999999999983 -0.070154999999999981 -0.014944999999999998 -0.17952999999999997 0.086715000000000014 0.07770500000000001 -0.083894999999999983 -0.57825499999999985 0.034820000000000011 -0.061079999999999988 -0.086254999999999984 0.12000500000000001 -1.0000000180025095e-35 0.076175000000000007 -0.13455999999999999 0.082535000000000011 1.0000000180025095e-35 0.0049200000000000008 0.081560000000000007 -0.50940999999999981 0.24916000000000002 -0.0082299999999999995 0.088525000000000006 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 10 7 -4 -9 -1 11 14 -11 -14 17 16 -6 18 -2 20 -15 -21 -22 24 25 -24 27 -27 29 -29
right_child=5 -3 3 -5 15 -7 -8 8 -10 12 -12 -13 13 19 -16 -17 -18 -19 -20 21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0026899170990707009 0.00015034284245984852 -2.5383219425901855e-06 0.0017782180874246544 0.00031627794035985363 -9.2121394622439172e-05 -0.00067711405211996051 0.0015225465778598019 0.0010845129288323274 -0.00084374195616871361 0.00039492372998965107 -0.00041589154139940338 0.0020205878412168478 0.0029936892619924849 5.8167571052630781e-05 0.0018001740320413438 -0.00027064868660948239 0.0021161150370546072 0.0002410515813399279 0.0012813496400267564 0.0016886474629308251 0.0004195543241725512 0.0035017874314018952 0.0031593543085117149 0.0012885402040350301 0.00047350598068040525 0.0016494416030883722 0.00058615421957668222 0.0021210688569344564 0.001090057049646631 0.0035014133426858559
leaf_weight=32 38 33 21 45 20 24 645 23 21 22 25 22 21 20 25 28 24 127 91 40 29 21 26 231 20 1244 25 130 28 20
leaf_count=32 38 33 21 45 20 24 645 23 21 22 25 22 21 20 25 28 24 127 91 40 29 21 26 231 20 1244 25 130 28 20
internal_value=0 0.00152629 0.00154473 0.0013086 0.0013657 0.000612894 0.00144593 0.000685658 0.000164209 0.00164702 0.000707285 0.000799956 0.00162924 0.00164388 0.000704391 0.00057453 0.00111237 0.00059738 0.000948185 0.00162842 0.00160488 0.00231284 0.00162252 0.00164276 0.00169756 0.00171418 0.00168822 0.00170759 0.00211398 0.00230511
internal_weight=0 2769 2736 827 782 352 710 65 44 1909 328 303 1877 1855 281 72 44 256 129 1834 1773 61 1753 1724 1493 1473 1447 1422 178 150
internal_count=3121 2769 2736 827 782 352 710 65 44 1909 328 303 1877 1855 281 72 44 256 129 1834 1773 61 1753 1724 1493 1473 1447 1422 178 150
is_linear=0
shrinkage=0.00966451


Tree=2513
num_leaves=31
num_cat=0
split_feature=4 2 3 1375 49 2 2 0 96 484 160 3 43 13 13 131 3 3 12 15 160 1444 52 47 1420 4 4 0 52 52
split_gain=2.2595 0.676958 0.573116 0.431056 0.441786 0.414106 0.371698 0.340612 0.468345 0.33825 0.415889 0.339235 0.795612 0.377254 0.356906 0.375495 0.329598 0.446672 0.320165 0.306973 0.298004 0.294118 0.33561 0.287209 0.303076 0.276591 0.59188 1.2811 0.327129 0.348655
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.27302499999999996 0.14321000000000003 -0.0091949999999999983 0.25063000000000007 -0.070154999999999981 0.083725000000000008 0.096675000000000011 -0.23686999999999997 -0.0025099999999999996 -0.05647499999999999 -0.41572999999999993 0.05868000000000001 0.023795 0.30112000000000005 0.12745000000000004 -0.054684999999999991 -0.17952999999999997 -0.54200499999999985 -0.083894999999999983 -0.57825499999999985 0.11114000000000002 -0.086449999999999985 -0.059649999999999988 -0.019614999999999997 -0.080604999999999996 0.098380000000000009 0.12603000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 -4 5 7 9 -5 -9 10 -2 14 -13 -14 15 -12 17 20 -15 -1 -7 -21 -23 24 -24 28 27 -27 -22 -30
right_child=6 -3 3 4 -6 16 -8 8 -10 -11 11 12 13 18 -16 -17 -18 -19 -20 21 25 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0025691053819959782 0.0020084764094070442 -2.4243535302778774e-06 -0.00013456656273798165 0.0016983533059530161 0.00030207301191823401 0.002487930598431139 -0.00064670295297626342 -0.00066859258119453193 0.0013575611888619486 -0.00049665972414692828 0.0017644975044962229 -0.001181889140355132 -0.00030824726913791366 0.0021811249387163863 0.00014247225144934527 0.00041723268966477247 0.00059591556298280017 0.0025081393513953663 0.00069169228469924242 0.00037718657917031539 0.0020749603094374213 0.0028592342924957975 0.0028350669259673915 0.00088032845862334394 0.0015653441767203701 -0.001238728418777193 0.0014316645061099123 0.001349882848188224 5.4842122938787041e-05 0.0017555577272477759
leaf_weight=32 26 33 23 21 45 26 24 30 20 24 68 30 29 20 36 32 47 42 63 22 102 21 20 64 1750 30 327 61 21 32
leaf_count=32 26 33 23 21 45 26 24 30 20 24 68 30 29 20 36 32 47 42 63 22 102 21 20 64 1750 30 327 61 21 32
internal_value=0 0.00145774 0.00147535 0.00124982 0.00128943 0.00134797 0.000585367 0.000602238 0.000141869 0.000675519 0.000768059 0.000652049 0.000301431 0.000698749 0.00101813 0.00133337 0.00142492 0.00148571 0.00105059 0.00157305 0.00141402 0.00155607 0.00157005 0.00155529 0.00157969 0.00136529 0.00122807 0.000496495 0.00173533 0.00108169
internal_weight=0 2769 2736 827 804 759 352 71 50 328 304 278 142 112 136 100 688 641 83 1909 599 1877 1855 1834 1770 573 418 91 155 53
internal_count=3121 2769 2736 827 804 759 352 71 50 328 304 278 142 112 136 100 688 641 83 1909 599 1877 1855 1834 1770 573 418 91 155 53
is_linear=0
shrinkage=0.0102561


Tree=2514
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 15 0 4 0 12 47 0 49 1 4 15 2 0 14 39 48 3 2 4 16 16 0
split_gain=101.976 12.3738 11.8979 9.45269 6.10522 4.54511 4.23091 3.6226 3.24221 2.88428 2.88083 2.25345 2.62062 2.0977 1.70616 1.53154 1.50038 1.47903 2.61364 1.93311 1.44084 1.30311 1.22187 1.12799 1.19875 1.77308 1.09831 1.09276 1.07705 1.86653
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.090455000000000021 0.13075500000000004 0.082585000000000006 0.024640000000000006 -0.23194499999999998 0.033845000000000007 -0.097024999999999986 0.13597000000000004 0.081320000000000017 -0.14832499999999996 -0.012034999999999999 0.16175000000000003 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.11173999999999999 -0.41076499999999994 0.088025000000000006 0.14174500000000004 0.31299000000000005 -1.0000000180025095e-35 -0.0092149999999999992 -0.013324999999999998 0.066275000000000014 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 14 21 23 13 -1 11 -7 -13 28 -4 -2 -8 19 -19 -11 -16 -3 -23 24 25 -5 -27 -28 29 -6
right_child=1 6 5 7 8 10 16 -9 -10 17 -12 12 -14 -15 20 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0022386136742803377 0.0010463689075768591 0.0010429634849605139 0.002131021045205852 0.0007128171844748496 0.0010611760315091701 0.0021104293527813758 0.00042956335287885569 0.00046070890398687645 0.0018614351583514308 0.0019206397308868259 0.0014131938485737884 0.0016725009261746985 0.0010758448439658107 0.0014801848279054587 0.0014683126644354828 0.0015994558706953108 -5.6243134680885419e-05 0.001571426318908673 0.00090606306520941982 0.001259693557665245 0.0017957338473554205 0.00079846244574170906 0.00032515522632081375 0.00062587157835936546 0.00068297569645030731 0.0016611568697910745 0.0013732740582134064 0.00083017192808782197 0.0014047032892212496 0.00051588524227491345
leaf_weight=22 20 45 48 22 117 37 126 58 21 53 169 715 25 41 46 92 25 76 26 20 1069 63 25 22 21 20 31 20 21 25
leaf_count=22 20 45 48 22 117 37 126 58 21 53 169 715 25 41 46 92 25 76 26 20 1069 63 25 22 21 20 31 20 21 25
internal_value=0 0.00082894 0.00166522 0.00108167 0.00138757 0.00172078 0.000556635 0.000839757 0.00118369 0.00162042 0.00162754 0.00167416 0.00165234 0.00111393 0.00179662 0.00150069 0.000349132 0.00154271 0.00140182 0.00173956 0.00178223 0.000792221 0.000664 0.00100141 0.00107388 0.00116215 0.00130138 0.00116029 0.0010218 0.000965174
internal_weight=0 590 2531 306 422 2109 284 194 225 197 946 777 740 204 1163 112 151 175 102 73 1115 133 88 136 114 93 71 51 163 142
internal_count=3121 590 2531 306 422 2109 284 194 225 197 946 777 740 204 1163 112 151 175 102 73 1115 133 88 136 114 93 71 51 163 142
is_linear=0
shrinkage=0.00181146


Tree=2515
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 43 14 457 2 1 2 52 1 2 2 4 39 2 4 16 4 1 11 43 0 16 52 0 16
split_gain=97.8112 12.6153 11.5433 6.39343 5.44302 4.94749 3.63438 3.23932 2.60531 2.51584 2.47479 2.31231 2.16656 1.99179 1.67316 1.66391 1.54415 1.38517 1.36093 1.25132 1.46571 1.13627 1.13291 1.00885 0.993868 0.948871 0.943029 0.922909 0.901165 0.861412
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.076175000000000007 0.080930000000000016 0.13501500000000002 0.077845000000000011 0.11177500000000001 0.048770000000000008 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 -0.55119499999999988 0.096625000000000016 0.092365000000000017 -0.011209999999999999 -0.008904999999999998 0.053180000000000012 0.122715 0.075910000000000019 -0.080324999999999994 -0.081894999999999982 0.11346000000000002 0.039215000000000007 -0.14116499999999996 0.51222500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 22 6 17 13 9 21 -4 -8 -7 16 15 -15 -1 25 -18 -13 28 -5 -2 -9 -12 -3 -11 29 -21 -23
right_child=1 5 10 8 -6 12 11 23 -10 26 24 19 -14 14 -16 -17 18 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022275653650918573 0.0016552280856715323 0.00068546606707015924 0.0016222186657798099 0.0017038699870224141 0.0009842604555436328 0.00028093485347793751 0.0014382718701675724 0.0018258383411598705 0.0011354798410720935 0.0010396814635687405 0.00117264565752682 0.0013251623825553994 0.0008042423864648774 0.0013465677624469412 0.0013070894693826746 0.0017357984595855751 0.0018136439980458042 0.00055021571809468924 0.0016866535688797918 0.0012271717704520305 0.00055104501024218428 0.0012737483376452175 0.0012785273582688987 0.0022361622080611307 0.00077664125221845262 0.0010080526877853516 0.0015012258165983529 0.0016931680192388509 0.00083965332158059353 0.0016645474615281277
leaf_weight=22 83 45 28 288 74 57 39 23 34 26 59 22 34 33 33 284 1204 63 280 30 25 49 29 54 24 54 22 46 35 22
leaf_count=22 83 45 28 288 74 57 39 23 34 26 59 22 34 33 33 284 1204 63 280 30 25 49 29 54 24 54 22 46 35 22
internal_value=0 0.000975972 0.00171779 0.00174152 0.00132955 0.000813186 0.000911085 0.00178385 0.00157351 0.00160639 0.00120043 0.00109421 0.000476456 0.00177017 0.00165868 0.00169528 0.00179608 0.000740398 0.00178968 0.000974399 0.000888657 0.00164848 0.00155769 0.0021136 0.00105814 0.000861422 0.00125122 0.00151213 0.00101851 0.00139484
internal_weight=0 590 2531 2420 186 404 313 1933 487 453 111 151 91 1856 350 317 1506 162 1484 112 90 405 112 77 83 99 48 117 65 71
internal_count=3121 590 2531 2420 186 404 313 1933 487 453 111 151 91 1856 350 317 1506 162 1484 112 90 405 112 77 83 99 48 117 65 71
is_linear=0
shrinkage=0.0016407


Tree=2516
num_leaves=31
num_cat=0
split_feature=1 2 0 51 1 11 41 106 4 13 48 48 2 4 15 3 12 11 1209 1211 483 0 0 1212 2 12 481 484 3 42
split_gain=2.63631 0.69116 0.548175 0.461395 0.46737 0.460296 0.502431 0.461818 0.41009 0.369942 0.323392 0.598355 0.311191 0.303571 0.349414 0.309838 0.297453 0.47681 0.401193 0.598509 0.492216 0.522929 0.882984 0.533414 0.914613 0.460885 0.403166 0.844306 0.396017 0.381058
threshold=0.11690500000000002 0.10060500000000001 -0.13843999999999998 -0.40274499999999996 0.16773500000000005 0.079915000000000014 0.083975000000000008 0.086340000000000014 0.42642000000000008 0.073000000000000023 -0.065739999999999979 0.078735000000000013 -0.090999999999999984 -0.04890499999999999 -0.070929999999999979 -0.13309499999999996 0.087695000000000009 0.076920000000000002 0.087170000000000011 0.087635000000000005 -0.070084999999999981 -0.11173999999999999 -0.14226499999999997 0.087685000000000013 0.084515000000000021 0.085955000000000018 -0.082304999999999989 -0.081614999999999979 -0.12711499999999995 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -2 13 7 9 12 10 -7 -3 -12 -1 -5 15 -15 17 18 19 20 -14 22 -22 26 -25 -20 27 -23 -18 -28
right_child=3 2 -4 4 -6 6 -8 -9 -10 -11 11 -13 16 14 -16 -17 28 -19 25 -21 21 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.00074436203601415546 0.0020409780709624127 0.0016513181018001945 0.0015159090958554739 0.0015609616981190912 -0.00089131904122339309 0.0038058649081280857 0.0011107101816618991 0.00026216261420732771 0.0022047438684370496 0.0020954945943401932 -0.001033577784441743 0.00077995475186276131 0.0025453887242038505 0.0017541759357649507 -0.00012029700496815676 0.00063379524184749194 0.00040744069235997666 0.0034685714775819997 0.0018295097541265006 0.0033516380789642116 0.0014538216082334817 0.0015983641304497644 -0.00086748799303471686 -0.00091263536903337576 0.0021395608529876072 0.003931718942555347 0.0019780914033214183 0.0040455532021781079 0.001648295240529385 0.0014226160958377117
leaf_weight=35 27 26 489 41 21 31 20 24 20 25 26 85 76 31 59 210 29 20 25 26 97 36 22 21 22 21 353 27 957 219
leaf_count=35 27 26 489 41 21 31 20 24 20 25 26 85 76 31 59 210 29 20 25 26 97 36 22 21 22 21 353 27 957 219
internal_value=0 0.00164224 0.00134324 0.000721766 0.000623372 0.00173483 0.00253399 0.00170462 0.000805429 0.00304231 0.000601149 0.000355163 0.00172205 0.000716652 0.000601263 0.000777911 0.00173959 0.00187015 0.00183633 0.00178757 0.00174099 0.00166428 0.00102467 0.00177654 0.000648953 0.00278921 0.0018529 0.00264716 0.0016118 0.00176542
internal_weight=0 2732 646 389 362 2086 76 2010 157 56 137 111 1986 341 300 241 1951 965 945 899 873 797 119 678 43 46 635 63 986 572
internal_count=3121 2732 646 389 362 2086 76 2010 157 56 137 111 1986 341 300 241 1951 965 945 899 873 797 119 678 43 46 635 63 986 572
is_linear=0
shrinkage=0.0104612


Tree=2517
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 1 3 0 2 4 1 13 130 160 13 16 1 4 1 1 43 10 12 12 3
split_gain=175.399 28.1367 18.734 15.7088 12.7973 8.96046 5.31727 5.04934 4.83678 3.85605 3.0213 4.63252 3.64085 3.00766 2.60431 2.66296 2.011 2.49573 2.16962 2.01038 1.61081 1.57907 1.49975 1.47318 1.40147 1.28458 1.18532 1.15369 1.09374 1.0165
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.077845000000000011 0.085760000000000017 -0.116045 -0.23001499999999997 0.17025000000000004 -0.013125 0.093100000000000002 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.004174999999999999 -0.016164999999999995 0.075045000000000014 -0.036839999999999991 0.11588000000000001 0.12337000000000002 -0.080324999999999994 -0.38851999999999992 0.095780000000000018 0.087695000000000009 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 23 10 14 -5 28 -12 -13 19 21 27 24 -18 -19 -4 -20 22 29 -6 -3 -11 -15 -16 -1 -7
right_child=1 2 13 9 6 8 -8 -9 -10 25 11 12 -14 26 15 -17 17 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022715955432204612 0.0021298333452985123 0.0010696790469700776 0.00062704054682153221 0.0019903939778237317 0.0021535198562107121 0.0017125926984343598 0.0012059927515757959 0.0026290701210457644 0.0014450321892679296 0.0014228584291169841 0.0013212206053893549 0.0015397010080624399 0.0021489347431532632 0.0005285850104536111 0.0020820165289055161 0.0014886256302743047 0.0007133788922035932 0.0017173375191520466 0.0013288716576743429 0.0010721000407196109 0.00080175800314705701 0.0022909159269352787 0.0023138651052188913 0.0017263930838070981 0.00076294282115184245 0.00093910865783581763 2.7289599503163599e-05 0.0018550210437972309 0.0021734115134038694 0.00203362646578781
leaf_weight=705 74 119 85 28 39 32 39 70 41 49 20 27 423 26 112 35 20 28 60 38 20 96 41 45 57 20 23 120 503 126
leaf_count=705 74 119 85 28 39 32 39 70 41 49 20 27 423 26 112 35 20 28 60 38 20 96 41 45 57 20 23 120 503 126
internal_value=0 0.00119409 0.00107849 0.0021213 0.00125904 0.00214747 0.00169682 0.0022058 0.0019784 0.00148694 0.00218814 0.00207871 0.00211238 0.000630286 0.00201731 0.00190221 0.00108191 0.00123532 0.00133197 0.000764539 0.00119709 0.00212148 0.00203974 0.0019247 0.000970338 0.00128264 0.000293283 0.00196461 0.00223071 0.00196861
internal_weight=0 673 599 2448 427 2351 123 1748 603 97 1678 470 450 172 562 267 304 128 108 123 80 295 199 84 176 69 49 232 1208 158
internal_count=3121 673 599 2448 427 2351 123 1748 603 97 1678 470 450 172 562 267 304 128 108 123 80 295 199 84 176 69 49 232 1208 158
is_linear=0
shrinkage=0.00160853


Tree=2518
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 4 2 1 1 1 52 1 2 0 4 16 151 43 16 51 156 16 1 12 48 16
split_gain=131.948 22.1652 13.9137 10.174 9.46764 7.49775 5.38203 5.03857 4.96847 4.90377 3.36825 2.96285 1.70015 1.42927 1.41328 1.24414 2.57865 1.22935 1.18971 1.26821 1.14154 1.01293 1.00023 1.1577 0.992394 1.0767 1.42588 0.926104 1.16713 0.849009
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.077845000000000011 0.091195000000000012 0.16540500000000002 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.18019500000000002 0.038415000000000012 -0.12029499999999999 -0.088784999999999989 -0.080324999999999994 -0.079504999999999978 0.0038750000000000004 0.10499000000000001 -0.0094449999999999968 0.11392000000000001 0.09202500000000001 0.093440000000000009 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 13 10 -6 12 -5 22 -4 -12 17 -17 18 27 -20 -3 -13 -1 -24 25 26 -22 28 -16 -7
right_child=1 2 7 11 9 29 -8 -9 -10 -11 14 21 -14 -15 15 16 -18 -19 19 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018182198208822693 0.0016869457341556005 0.0010029019920614751 0.0003451268195700767 0.0015854467572092444 0.0015185670685481025 0.00084251175396458065 0.0021060466905948707 0.001062781387921347 0.00090710475937145346 0.00082192629155454044 0.0018996971090300915 0.0010815251264394141 0.0016089087009914401 -0.00010268173978191821 0.0018108421023990515 0.00093522870825925222 0.0016215994585624283 0.0012121212125555459 0.0016501167441859111 0.0013861093142837511 0.00090268454179830984 0.00064067504306449484 0.0017379663792728931 0.0014167833769508783 0.0010305572680364111 0.00048699713758783368 0.00059934038286145962 0.0016145995524790356 0.0014294879246923846 0.0012804441434449221
leaf_weight=545 76 43 150 28 85 26 84 26 22 40 43 47 216 22 159 23 41 20 96 100 81 20 540 32 24 58 86 341 25 22
leaf_count=545 76 43 150 28 85 26 84 26 22 40 43 47 216 22 159 23 41 20 96 100 81 20 540 32 24 58 86 341 25 22
internal_value=0 0.000851042 0.000747744 0.00166356 0.000917794 0.00168498 0.00169845 0.000389608 0.0016829 0.00129564 0.00169073 0.00113724 0.00174216 0.000287849 0.00160989 0.00159441 0.00137493 0.00161337 0.0016245 0.00151542 0.000756044 0.000949928 0.00176792 0.00172 0.000713413 0.000679585 0.000746471 0.00166522 0.00175903 0.00104323
internal_weight=0 691 615 2430 417 2335 2287 198 2203 125 2181 95 1333 172 848 805 64 741 721 196 292 67 1117 572 249 225 167 525 184 48
internal_count=3121 691 615 2430 417 2335 2287 198 2203 125 2181 95 1333 172 848 805 64 741 721 196 292 67 1117 572 249 225 167 525 184 48
is_linear=0
shrinkage=0.0016407


Tree=2519
num_leaves=31
num_cat=0
split_feature=4 3 9 160 2 39 147 1 43 1427 0 15 3 48 47 48 11 51 13 41 391 0 4 1429 484 484 1456 0 1446 42
split_gain=3.42933 0.981332 0.869651 0.531133 0.528926 0.661899 0.462753 0.437652 0.483714 0.388137 0.347619 0.493513 0.337403 0.357494 0.493401 0.363039 0.319636 0.377227 0.528301 0.47322 0.428571 0.387518 0.595383 0.346746 1.01843 1.02374 0.348659 0.441568 0.330733 0.640742
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.092235000000000025 0.098220000000000016 1.0000000180025095e-35 0.13075500000000004 0.084740000000000024 0.082260000000000014 -0.10474999999999998 -0.40580499999999992 0.12178000000000001 0.10168500000000001 0.080455000000000013 0.10668000000000001 0.080455000000000013 0.081440000000000026 0.038215000000000006 0.075585000000000013 -1.0000000180025095e-35 -0.099059999999999995 -0.0016099999999999997 0.084770000000000012 0.073690000000000019 0.088605000000000003 -0.14739999999999998 -0.085754999999999984 0.086550000000000002 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 6 9 8 -2 12 -9 -12 13 14 -6 -15 17 19 21 20 -4 22 -19 26 -25 -26 27 -22 -28 -30
right_child=7 -3 4 -5 5 -7 -8 10 -10 -11 11 -13 -14 15 -16 -17 -18 18 -20 -21 23 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-0.00045938678513646837 0.000953670799385122 0.00070123682688318643 0.0034810470235240865 0.0019392627347483557 0.0018817234512643838 0.0005156945109220265 0.00061859922610974427 0.0012852538763245386 0.0028094190394357295 0.0035059502037494356 0.00036572499196123857 -0.0015931369499526981 0.002981849524051883 -0.00016063098406127801 0.0033426778031971243 0.0015748896867852618 0.003160642620696433 -0.00040504498290324937 4.9917232283384696e-05 0.0034440929359580942 0.0022738215942510582 0.0022209557610026048 0.0022057348655380809 0.0026220570665404981 -0.0016755746312167635 0.0018273455536883892 0.0021733644546986443 2.739602700296257e-06 0.0041774551176983858 0.0019103331677227222
leaf_weight=29 181 75 31 20 676 47 35 37 20 20 94 20 36 20 31 68 40 21 23 38 23 119 24 46 20 23 1219 21 31 33
leaf_count=29 181 75 31 20 676 47 35 37 20 20 94 20 36 20 31 68 40 21 23 38 23 119 24 46 20 23 1219 21 31 33
internal_value=0 0.00197884 0.00201441 0.000519654 0.0020421 0.00182519 0.00189466 0.000792252 0.00113832 0.00194714 0.000331588 2.2065e-05 0.00190962 0.00186107 0.00194578 0.00118045 0.00216031 0.00213638 0.00165708 0.00219673 0.00216398 0.00188247 0.000987371 0.00213514 0.00145092 0.00019808 0.00218103 0.0011899 0.00221502 0.00300847
internal_weight=0 2769 2694 49 2645 933 886 352 201 851 151 114 831 795 707 88 1712 1672 187 1485 1447 164 45 1416 89 43 1327 44 1283 64
internal_count=3121 2769 2694 49 2645 933 886 352 201 851 151 114 831 795 707 88 1712 1672 187 1485 1447 164 45 1416 89 43 1327 44 1283 64
is_linear=0
shrinkage=0.0113235


Tree=2520
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 43 150 0 14 15 2 34 2 4 15 2 0 13 131 14 1 16 3 4 0 15
split_gain=126.759 14.9886 13.426 11.677 7.81825 6.22011 5.07187 4.01959 3.67646 3.5517 3.52547 3.31136 3.01659 2.48391 1.64911 1.94243 1.60589 1.75368 1.98354 1.55041 1.47122 1.46102 1.42915 1.3423 1.27719 1.22311 1.57743 1.66206 1.18825 2.27737
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.090455000000000021 0.40124500000000002 0.033845000000000007 -0.011694999999999999 1.0000000180025095e-35 -0.23194499999999998 0.076175000000000007 0.13592500000000005 0.13754500000000003 -0.038779999999999995 0.10855000000000002 -0.064054999999999987 -0.033689999999999991 0.14122000000000004 -0.097024999999999986 -0.016469999999999995 0.08844500000000001 -0.46413499999999996 0.15799000000000005 -0.066924999999999985 -0.20241999999999996 -0.15289999999999995 -0.11242999999999999 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 11 14 12 -5 13 -6 -11 -1 28 20 15 -3 17 -13 -19 23 -8 -17 24 -2 -16 -22 -27 -28 29 -4
right_child=1 5 6 7 9 -7 8 -9 -10 10 -12 16 -14 -15 22 21 -18 18 -20 -21 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0026985417794623493 0.0016228080036614009 0.00050954897616296477 0.0023268653202308401 0.001983944614336982 0.0012963456220411516 0.0014716424646371983 0.0024659990141477767 0.0012625098950303265 0.00180387623349829 0.0019432252824599979 0.0013170768192049469 0.002266493541395079 0.0026620821030961766 0.0015179805625158652 0.00056712854526047075 0.00084177155129390902 0.0016078771904016983 0.0020348151990991744 0.0013876404703886244 0.00072889915705732025 0.0021719927694465605 0.0014035090087418888 0.00097006826453930434 0.0011470392604621101 6.2390560634796106e-05 0.0023376189623247933 0.0016112870615229583 0.0020251162529736823 0.0022096153877357093 0.0015092319954356959
leaf_weight=22 21 32 21 102 92 39 35 32 169 92 41 64 46 23 64 40 32 59 20 25 333 23 20 171 21 45 34 307 1074 22
leaf_count=22 21 32 21 102 92 39 35 32 169 92 41 64 46 23 64 40 32 59 20 25 333 23 20 171 21 45 34 307 1074 22
internal_value=0 0.00116588 0.00207997 0.00139945 0.00179081 0.000822841 0.00213783 0.00181166 0.00204127 0.00156463 0.0017502 0.00204915 0.00221638 0.0020929 0.000696325 0.000865865 0.00196751 0.00204799 0.00187097 0.00114491 0.00211044 0.00104685 0.000542931 0.00119908 0.000442429 0.00209313 0.0020251 0.00198385 0.00219803 0.00190854
internal_weight=0 590 2531 351 422 239 2109 134 946 225 133 197 1163 777 200 95 175 143 79 217 754 63 105 192 85 719 386 341 1117 43
internal_count=3121 590 2531 351 422 239 2109 134 946 225 133 197 1163 777 200 95 175 143 79 217 754 63 105 192 85 719 386 341 1117 43
is_linear=0
shrinkage=0.00177594


Tree=2521
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 2 4 14 1 50 2 2 2 1 12 47 475 14 2 3 52 43 3 2 16 0 52 156 3 52
split_gain=130.373 15.5583 14.3011 13.4081 10.0297 6.0514 5.84823 4.76475 4.04884 3.2746 3.14985 3.08808 3.56206 1.89224 1.85546 1.65167 1.6147 1.60877 1.4656 1.37904 1.34108 1.31298 1.29578 1.27891 1.23325 1.82233 1.59474 1.59134 1.22204 1.04543
threshold=0.10752500000000002 0.13754500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.36766000000000004 0.10045500000000002 0.27044500000000005 0.076975000000000002 0.077845000000000011 0.086295000000000011 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.089625000000000024 0.087005000000000013 0.08265500000000002 -0.066784999999999983 -0.46166999999999997 0.088850000000000012 0.088060000000000013 0.40674500000000008 -0.079914999999999986 0.084940000000000015 0.31358000000000003 -0.015314999999999997 -0.080499999999999988 0.029970000000000007 0.11715000000000002 0.30112000000000005 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 7 -5 13 -4 23 16 -2 -13 18 15 22 -7 -14 20 -19 -1 -10 -15 -3 26 -26 -18 29 -21 -27
right_child=1 9 8 6 -6 10 -8 -9 21 -11 -12 12 17 14 -16 -17 24 19 -20 28 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0022708819315109406 0.00084026968222448929 0.00065113507950499444 0.0020781403470577138 0.0019776498580211499 0.0013002314464691154 0.0022780716172820319 0.0011826172315662748 0.0026555241697319453 0.0014183697632772587 0.0011604392214568109 0.0014965215805115798 0.001828262289806936 0.0015762017778278774 0.0012668363382430865 0.0021370603008504033 0.0022099826269263109 0.0018136886651960681 0.00082481985208917165 0.0021432388817311434 0.0014227116979894715 0.0018183789038366863 0.00090216690470540243 0.0018661839362056612 0.00022043528388754262 0.0013665983974905347 0.0019290711340382645 0.0022001934596670662 0.002398897855750285 0.00096533549822100427 0.00148063352925942
leaf_weight=930 93 92 28 117 45 68 41 75 61 37 41 29 23 20 268 23 50 51 554 41 22 22 29 30 21 116 117 21 36 20
leaf_count=930 93 92 28 117 45 68 41 75 61 37 41 29 23 20 268 23 50 51 554 41 22 22 29 30 21 116 117 21 36 20
internal_value=0 0.0011727 0.00211828 0.00135137 0.00214744 0.00216349 0.00177134 0.00220794 0.00148249 0.000688388 0.0019754 0.0011083 0.00124679 0.00218976 0.0020677 0.00180952 0.00202294 0.00113511 0.00221732 0.00105585 0.00226042 0.00128154 0.00162155 0.000545225 0.00197266 0.00186775 0.00208447 0.00193479 0.00120887 0.00186312
internal_weight=0 590 2531 431 2420 2375 158 1921 111 159 454 273 180 1846 340 72 413 151 1506 128 952 83 49 122 345 178 167 157 77 136
internal_count=3121 590 2531 431 2420 2375 158 1921 111 159 454 273 180 1846 340 72 413 151 1506 128 952 83 49 122 345 178 167 157 77 136
is_linear=0
shrinkage=0.00181146


Tree=2522
num_leaves=31
num_cat=0
split_feature=1 4 1 12 4 0 394 11 0 15 16 1 2 160 50 0 16 2 51 4 472 481 1447 4 4 15 3 475 41 4
split_gain=3.96407 1.05343 0.768492 0.631819 0.518452 0.446774 0.808658 0.498225 0.512443 0.526399 0.521004 0.490726 0.699719 0.561712 0.449631 0.430833 0.603531 0.556503 0.421536 0.443583 0.410261 0.404125 0.403408 0.380704 0.414265 0.355293 0.604458 0.546928 0.556986 0.58171
threshold=0.10293500000000001 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.40124500000000002 -0.079119999999999982 -0.08151499999999999 1.0000000180025095e-35 -0.079829999999999998 0.088060000000000013 0.27776000000000006 0.086920000000000011 0.087675000000000017 0.050340000000000003 0.10917 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.10614000000000001 0.42642000000000008 -0.082434999999999994 0.056315000000000004 -0.086059999999999984 0.51164000000000009 0.50500500000000004 0.040760000000000005 -0.11255999999999998 0.042980000000000011 0.077565000000000009 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -7 8 10 -10 11 14 -13 -14 21 16 -4 23 19 -5 -8 22 -1 24 -17 27 -27 28 29 -22
right_child=1 2 15 18 -6 6 20 -9 9 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0028905050767598331 0.0022321400307751035 0.00092331777463442453 0.00018635424873916158 0.0016823019677887684 0.00043894056810344826 -0.00018159966715040337 0.0030583861629523592 0.002784449283437072 0.0040657883965929485 0.002034555059875228 0.00043947344225507789 0.0018771816479657064 -0.00040286954365352832 0.0014351353269201784 0.0014583561888479293 0.00053409726758266228 0.0024595408146474355 -0.0012496861684602389 0.00272888054036522 0.00028989387969272052 0.0022190738048721843 0.0034790573441771558 0.0020475561723956441 0.0014221556258272843 -0.0011214341440302473 0.0035931300445030271 0.0018644114041127164 0.0030812432486631595 -1.5343462297118035e-05 0.001284011494491808
leaf_weight=56 70 331 24 120 22 20 23 76 22 26 21 214 25 41 106 48 20 23 28 26 86 20 999 26 20 20 341 20 23 224
leaf_count=56 70 331 24 120 22 20 23 76 22 26 21 214 25 41 106 48 20 23 28 26 86 20 999 26 20 20 341 20 23 224
internal_value=0 0.00110434 0.000985803 0.00117117 0.0019157 0.00192945 0.00173589 0.00202069 0.00198275 0.00296554 0.00195092 0.00197264 0.00160888 0.000738921 0.00205889 0.000404376 0.00121962 9.77885e-05 0.00164266 0.00143434 0.00178792 0.0021181 0.0020923 0.00042749 4.71763e-05 0.001747 0.00196019 0.00152898 0.00143575 0.00154342
internal_weight=0 736 666 505 2385 2363 757 1606 1530 48 1482 1461 280 66 1181 161 44 117 174 146 737 1075 1055 94 68 714 361 353 333 310
internal_count=3121 736 666 505 2385 2363 757 1606 1530 48 1482 1461 280 66 1181 161 44 117 174 146 737 1075 1055 94 68 714 361 353 333 310
is_linear=0
shrinkage=0.00966451


Tree=2523
num_leaves=31
num_cat=0
split_feature=1 3 148 15 15 11 46 12 41 1210 2 15 4 376 2 12 2 49 475 0 14 16 50 14 47 483 13 133 160 1456
split_gain=3.21477 0.640303 0.551845 0.703252 0.539995 0.535026 0.530978 0.70728 0.550006 0.579085 0.533782 1.27565 0.466727 0.464718 0.506832 0.45047 0.433498 0.419969 0.538375 0.481571 0.401074 0.399479 0.387239 0.333268 0.325924 0.324213 0.328492 0.401088 0.587303 0.450439
threshold=0.11146500000000002 0.31299000000000005 -0.043434999999999994 -0.24436499999999997 0.024640000000000006 0.077290000000000011 0.084955000000000017 0.082095000000000015 0.077565000000000009 -0.0084249999999999985 0.11362000000000001 -0.03241999999999999 -0.17966999999999997 0.083785000000000012 0.11548000000000001 -0.42850999999999995 0.15950500000000004 -0.087004999999999985 -0.074744999999999992 -0.068944999999999992 -0.47071999999999997 -1.0000000180025095e-35 0.11875500000000001 0.078320000000000015 0.085270000000000026 0.11494000000000001 0.0036400000000000004 0.11269500000000002 -0.013084999999999998 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 20 6 22 7 10 9 -9 12 -12 -1 14 -5 -3 -17 -14 -19 21 -4 24 25 -7 -20 26 27 29 -29 -6
right_child=1 15 3 13 5 23 -8 8 -10 -11 11 -13 17 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021863408958773447 -0.00011705931146686771 0.0011970707107622843 0.0020636019384319983 0.0022062615085024872 0.0021160215665499025 0.0037921742322467775 0.0031752117125954968 0.00035103756563171622 0.0005900634110147043 0.0018742532372335928 0.0015913221924394611 -0.0016421994641851207 0.0026513818179574873 0.0001285435643872452 0.0011033363509435872 0.00026637587014593784 -0.0014370630062051214 -0.0001757164026491279 0.001115674045930081 0.00025078278381583175 0.00051095234674222365 0.0025095277551728931 0.00062185678620798311 0.0021796435649363154 0.0023372914389384138 0.00085017956635121447 0.0015563089074017611 0.00013488660359679827 0.0018500352651622059 0.0035467010342538565
leaf_weight=69 36 34 20 112 652 26 24 27 39 949 33 21 21 20 72 55 22 29 154 39 140 34 24 28 27 28 170 24 168 24
leaf_count=69 36 34 20 112 652 26 24 27 39 949 33 21 21 20 72 55 22 29 154 39 140 34 24 28 27 28 170 24 168 24
internal_value=0 0.000903012 0.00109426 0.00121406 0.00179256 0.00195956 0.00166225 0.00163707 0.00178439 0.00183212 0.00128687 0.000333842 0.00142484 0.0016133 0.00177468 0.000213835 -0.000220321 0.001252 0.00114816 0.00129931 0.000705034 0.00148951 0.00191019 0.00295605 0.0012979 0.0019392 0.00196858 0.00204932 0.00163564 0.00216681
internal_weight=0 511 400 364 2610 1144 1466 1442 1015 976 427 54 373 204 184 111 77 304 283 254 160 215 1090 54 181 1066 1038 868 192 676
internal_count=3121 511 400 364 2610 1144 1466 1442 1015 976 427 54 373 204 184 111 77 304 283 254 160 215 1090 54 181 1066 1038 868 192 676
is_linear=0
shrinkage=0.0102561


Tree=2524
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 14 1 4 49 1 1 50 40 11 1 4 43 16 2 16 52 52 49 3 47
split_gain=111.509 19.4239 8.97145 7.281 6.6049 6.02317 4.20162 4.05282 4.01917 3.59449 2.37936 2.35562 2.15783 1.67158 1.54978 1.53119 1.35975 1.29424 1.2893 1.56066 2.29364 1.37253 1.26427 1.25771 1.19554 1.23703 1.07794 1.35173 1.05112 0.916182
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 0.10613000000000002 0.089885000000000007 0.062655000000000016 0.09253500000000002 -0.062539999999999984 -0.054984999999999992 0.13436000000000001 0.091195000000000012 0.041865000000000006 -0.077474999999999988 1.0000000180025095e-35 0.088485000000000022 -0.081114999999999979 -0.14792499999999997 -0.06421499999999998 0.11411 0.19444000000000003 -0.14765999999999999 0.029970000000000007 0.093835000000000016 -0.096544999999999978 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 9 -8 10 15 -4 -10 -2 22 -1 -6 -3 19 24 -21 -20 -14 -5 25 -11 27 28 -27 -15
right_child=1 4 11 23 16 -7 8 -9 12 18 -12 -13 14 29 -16 -17 -18 -19 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020289427297594791 0.0013425449499899146 0.00092280003286698126 0.0017645794274523253 0.0014064148394676837 0.00040497581843340451 0.0013327797644769655 0.0015527437718521428 0.0012122862138418593 0.0015197483231374287 0.0022311612865834147 0.0023602971333284975 0.0011926543357126868 0.001149928549966819 0.0019903084814229212 0.00057938145118258556 0.0018688006047452728 0.00088889963421096908 0.000520542786750073 0.0017063519347098274 0.0019557972367513199 0.0012667313444893074 0.0022258440093975082 0.00081814123755661553 0.00096641747512543467 0.0017453613106534283 0.0015897616654134508 0.0019533141168504337 0.0015299983356672929 0.0019446025525441351 0.0016945336050880012
leaf_weight=1117 24 48 34 31 75 48 57 22 24 35 59 61 98 64 27 216 23 49 21 27 32 58 54 54 164 32 337 46 121 63
leaf_count=1117 24 48 34 31 75 48 57 22 24 35 59 61 98 64 27 216 23 49 21 27 32 58 54 54 164 32 337 46 121 63
internal_value=0 0.00112917 0.00192184 0.0015345 0.000918934 0.00194317 0.00102884 0.00195599 0.00114422 0.00196321 0.00201814 0.00139734 0.00102951 0.00176395 0.000963776 0.00200299 0.00051855 0.000719598 0.00187562 0.00185452 0.00158207 0.00208775 0.00103206 0.00112689 0.00187639 0.00191402 0.00189331 0.0017917 0.00187039 0.00184359
internal_weight=0 691 2430 236 455 2335 357 2287 260 2265 1392 95 203 151 179 1333 98 97 873 794 59 79 152 85 735 571 536 199 153 127
internal_count=3121 691 2430 236 455 2335 357 2287 260 2265 1392 95 203 151 179 1333 98 97 873 794 59 79 152 85 735 571 536 199 153 127
is_linear=0
shrinkage=0.00174112


Tree=2525
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 159 0 1 1 0 2 4 47 131 4 1 16 13 3 401 15 1 16 151 43 4 151
split_gain=125.389 21.6023 13.5694 9.9726 7.02045 6.74391 4.08397 3.5661 3.50324 3.33711 3.30259 2.4926 3.99355 2.43342 3.21974 2.2025 2.13458 1.87782 2.00272 1.72853 1.45552 1.39131 1.38678 1.25474 1.31338 1.24498 1.17727 1.11674 1.09781 1.04475
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.40473500000000007 -1.0000000180025095e-35 0.14486500000000005 0.077845000000000011 0.085760000000000017 -0.097274999999999986 0.14285500000000004 0.40945500000000007 0.078875000000000015 0.086835000000000009 -0.013125 0.093100000000000002 -0.092484999999999984 0.049530000000000012 0.0068900000000000012 0.080710000000000018 -0.41942499999999994 0.14804000000000003 0.15273500000000004 -0.088784999999999989 -0.080324999999999994 0.033845000000000007 -0.0060399999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 11 -6 -4 17 -5 -1 15 14 21 19 23 22 29 -13 -14 -10 -7 -15 -25 -11 -3 -12 -28 -19
right_child=1 2 8 10 7 9 -8 -9 13 25 27 12 20 16 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0020507820365252669 0.0019870675375261927 0.001365751341216551 0.0013514862560863054 0.0019044161809872 0.001825259569786799 0.0019924122899594469 0.0024232611673672324 0.0011491408759524112 0.00084693222892576441 0.00105840853792916 0.0013609702888921324 0.00094636249935601787 0.002006142049425153 0.00068152880192090819 0.00066151755735117154 0.0019317525153273976 0.0009731302801597642 0.0021390194345480102 0.0013425491816386199 0.0016125134000564306 0.0016766890467173029 0.0014048258883696335 0.0015708143282929985 0.00043651577274642095 -0.00010108098720917713 0.0016488946790669797 0.00091242854757992429 0.00088882218539421273 0.0011658454934085698 0.0017720902719118221
leaf_weight=1208 76 40 26 28 74 244 70 31 21 20 47 20 355 27 95 25 22 24 29 24 42 31 24 35 20 20 88 20 105 230
leaf_count=1208 76 40 26 28 74 244 70 31 21 20 47 20 355 27 95 25 22 24 29 24 42 31 24 35 20 20 88 20 105 230
internal_value=0 0.00114534 0.00104132 0.00195325 0.00126636 0.00197488 0.00202723 0.00162564 0.000766731 0.00182038 0.00142174 0.00201067 0.0019067 0.000706159 0.000844757 0.00153509 0.000510256 0.00185426 0.00175919 0.00130972 0.00197129 0.00117952 0.00195466 0.00038607 0.000241026 0.00135365 0.00110445 0.00122003 0.0010503 0.00180676
internal_weight=0 691 615 2430 338 2335 1744 105 277 591 95 1674 466 251 147 69 104 551 283 44 397 52 268 82 55 40 233 67 193 254
internal_count=3121 691 615 2430 338 2335 1744 105 277 591 95 1674 466 251 147 69 104 551 283 44 397 52 268 82 55 40 233 67 193 254
is_linear=0
shrinkage=0.00167351


Tree=2526
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 0 15 0 12 42 43 48 2 4 15 2 43 1 14 0 52 148 16 3 3 475
split_gain=67.1859 8.53049 7.41892 5.76788 4.54587 3.45748 3.1822 2.65431 2.26837 1.97167 1.9197 1.72194 2.23931 1.54183 1.19358 2.17721 1.23668 1.18113 2.04987 1.25726 1.14732 1.09189 1.04946 1.17039 1.02261 0.807316 0.793121 0.866267 1.0176 0.721739
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.090285000000000018 0.033845000000000007 0.082585000000000006 -0.23194499999999998 0.024640000000000006 -0.097024999999999986 0.13597000000000004 -1.0000000180025095e-35 -0.011694999999999999 -1.0000000180025095e-35 0.10444500000000002 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.080554999999999974 0.16540500000000002 0.076175000000000007 -0.13455999999999999 0.0031350000000000002 -0.043434999999999994 -0.073404999999999984 -0.20241999999999996 -0.12711499999999995 -0.082139999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 25 22 11 13 -1 14 -8 26 -5 16 -16 -6 19 -19 -11 -15 -7 23 -4 -22 -3 -13 -28 -29 -30
right_child=1 5 6 8 10 21 7 -9 -10 17 -12 12 -14 20 15 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0018191522028613231 0.001257469375977395 0.00045898040465402318 0.0010864413654437305 0.0013072230114037375 0.00094128536362780336 0.00043939419119468353 0.0017287806549211478 0.0011578722045209741 0.00051395025286491596 0.001593694662775864 0.0014872358739427102 0.0014496997149595697 0.00088342700871729696 0.00052758346398440535 0.0006467310469394134 0.0011933902358918678 0.00050456576552926032 0.0013232824434601452 0.00079699645324651271 0.0011096449610285544 0.0010516109208241922 3.619041718359729e-05 0.0017140177607459204 0.0014687285168846198 0.0007001079245969597 0.00080301576660196726 0.0015552119473113051 0.00095440012876826211 0.0016158057332677188 0.0013159754843040691
leaf_weight=22 106 22 22 21 64 130 37 171 59 52 21 289 25 27 25 91 24 76 27 20 56 21 46 1073 37 111 45 20 23 358
leaf_count=22 106 22 22 21 64 130 37 171 59 52 21 289 25 27 25 91 24 76 27 20 56 21 46 1073 37 111 45 20 23 358
internal_value=0 0.000757998 0.00137281 0.000948057 0.00117423 0.000553217 0.00141255 0.00134335 0.000784069 0.00135622 0.00101489 0.00138315 0.00136632 0.000897097 0.000966268 0.00107558 0.00082218 0.00129802 0.00118532 0.00145924 0.000825325 0.000383319 0.00147125 0.00146105 0.000911766 0.000746108 0.00138275 0.00133936 0.00131514 0.00133408
internal_weight=0 590 2531 306 422 284 2109 968 200 197 225 797 760 141 204 116 88 175 103 72 120 151 1141 1095 93 133 735 446 401 381
internal_count=3121 590 2531 306 422 284 2109 968 200 197 225 797 760 141 204 116 88 175 103 72 120 151 1141 1095 93 133 735 446 401 381
is_linear=0
shrinkage=0.0016407


Tree=2527
num_leaves=31
num_cat=0
split_feature=1 155 105 2 51 402 4 159 48 12 2 12 133 51 13 374 15 0 16 13 40 47 12 13 2 3 4 4 16 40
split_gain=4.16427 1.05201 0.720127 1.05739 0.605631 0.549353 0.521506 0.478875 0.667801 0.530463 0.4691 0.44113 0.488146 0.562022 0.483196 0.421417 0.429412 0.389127 0.657849 0.364247 0.627214 0.479107 0.459471 0.355294 0.342519 0.606853 0.494982 0.493468 0.437182 0.331322
threshold=0.10293500000000001 0.084785000000000013 1.0000000180025095e-35 0.31358000000000003 -0.42247999999999991 0.09388500000000001 0.40124500000000002 -0.40873999999999994 0.15372000000000002 0.11734000000000001 0.092120000000000021 0.096475000000000019 0.089200000000000015 -0.12089999999999999 -0.059629999999999996 0.086450000000000013 -0.46743999999999997 0.051010000000000007 0.15273500000000004 -0.07743499999999999 -0.0061149999999999998 0.081320000000000017 0.087215000000000015 -0.053889999999999993 0.09358000000000001 -0.10831999999999999 -0.012509999999999999 -0.036839999999999991 -0.074929999999999983 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 7 10 -6 9 11 -1 12 13 -9 -14 16 -15 19 -19 20 -12 24 -22 -13 -21 -26 27 28 -27 -18
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 17 23 14 15 -16 -17 29 18 -20 21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00255378102170994 0.002914804672512001 0.0026720867102035706 0.0034499719752518021 -0.0010587841605790339 0.0027301387478071903 -0.00035425753268881289 0.00061376843243066018 -9.4623631365347351e-05 -0.00085862117712917684 0.0026237900591480918 0.0011704203891235053 -0.0010925780866388999 0.0012579711684655959 0.0029572941687693497 -0.00080552146963762232 0.00043716801568763466 0.0025074234381439364 0.00032069148775692768 0.0023447888732620577 0.00093948903186534115 0.0043184003760719123 0.0034221480052648535 0.002705143072165904 0.00096332132559004695 0.00020600083767598369 0.0038506978199385161 0.0018157083495326694 0.0040431439022815298 0.0021190574914393724 0.0013875446231892015
leaf_weight=1572 30 81 20 28 30 30 22 29 21 38 32 20 36 37 28 37 45 39 52 38 29 36 158 28 22 24 202 30 129 198
leaf_count=1572 30 81 20 28 30 30 22 29 21 38 32 20 36 37 28 37 45 39 52 38 29 36 158 28 22 24 202 30 129 198
internal_value=0 0.00140551 0.00124889 0.00117956 0.00128281 0.00119796 0.00241923 0.00128309 0.00119912 0.00128624 0.00243604 0.00117527 0.00130037 0.0014752 0.000355193 0.00161881 0.00177496 0.00220203 0.00147732 0.00229625 0.00269452 0.00211491 0.00295533 0.000106697 0.00200916 0.00210903 0.00221777 0.00266158 0.00239069 0.00159493
internal_weight=0 736 655 635 607 577 2385 547 517 496 2363 458 410 346 64 317 280 791 91 700 219 481 187 48 445 407 385 183 153 243
internal_count=3121 736 655 635 607 577 2385 547 517 496 2363 458 410 346 64 317 280 791 91 700 219 481 187 48 445 407 385 183 153 243
is_linear=0
shrinkage=0.011781


Tree=2528
num_leaves=31
num_cat=0
split_feature=1 4 3 2 9 133 0 10 12 14 14 13 2 4 16 456 376 3 49 3 447 457 0 40 1451 51 15 2 15 475
split_gain=3.37967 0.999861 0.729713 0.642422 0.969061 0.684921 0.581551 0.478012 0.46999 0.423001 0.418082 0.447027 0.38398 0.383182 0.59781 0.422622 0.497865 0.377565 0.373871 0.436277 0.409957 0.403474 0.370314 0.349564 0.341686 0.363392 0.578857 0.508749 0.407599 0.336029
threshold=0.10124500000000002 -0.39518999999999993 0.31370500000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.22582000000000002 0.069930000000000006 -0.42850999999999995 0.062655000000000016 -0.22253999999999999 -1.0000000180025095e-35 0.15950500000000004 -0.050494999999999991 -1.0000000180025095e-35 0.089955000000000021 0.08573500000000002 0.090900000000000009 0.11560500000000001 -0.076969999999999997 0.089395000000000016 0.09228500000000002 -0.082009999999999986 -0.07632499999999999 0.089825000000000002 -0.14596499999999998 -0.028889999999999996 0.13501500000000002 -0.077219999999999983 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 23 -5 9 -6 -4 17 11 -7 -10 -12 15 16 -15 18 20 22 21 24 -20 -3 25 26 28 29 -1 -27
right_child=1 2 8 5 7 10 -8 -9 12 -11 13 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0033164034774094313 0.0023107410253963897 0.00097733887984604272 0.0011977072948884224 -0.00033407107640129091 0.0021637932970068308 0.0010212289152155896 0.00016688832796075902 0.0007576955703418462 0.00020476048594201889 0.0027156451992443281 0.0020186088105659146 0.0029184466567585637 -0.0015662168936855696 0.0013368441768409594 -0.0008384722375600845 -0.00043291191369392175 -0.00046212878133650203 0.0013645182817525355 0.00097832548507639913 0.00074292966575171637 0.00051109385896470113 0.00306881893528452 0.0027450054978625242 -0.00080047656940983227 0.0032891883563914851 0.0011599364285284105 0.0042881850268598008 0.00032681688217218947 0.0014629184085593635 0.0020221674177708072
leaf_weight=22 78 34 35 46 166 31 20 33 46 89 29 26 20 141 25 23 20 113 22 57 20 43 35 20 24 53 20 21 35 1774
leaf_count=22 78 34 35 46 166 31 20 33 46 89 29 26 20 141 25 23 20 113 22 57 20 43 35 20 24 53 20 21 35 1774
internal_value=0 0.00116521 0.00103665 0.00117922 0.00158662 0.000876961 0.00197865 0.00193062 0.000198162 0.00199422 0.0010658 0.00188663 -0.000331899 0.000869216 0.00070973 0.000920084 0.00111337 0.00196554 0.00199749 0.00140303 0.00203117 0.00204643 0.00206313 0.000318889 0.00202387 0.0020081 0.00272632 0.00197817 0.0021783 0.00199715
internal_weight=0 773 695 594 253 341 2348 199 101 2328 295 57 66 238 209 184 161 2239 2126 114 2012 1992 57 54 1949 1925 77 1848 57 1827
internal_count=3121 773 695 594 253 341 2348 199 101 2328 295 57 66 238 209 184 161 2239 2126 114 2012 1992 57 54 1949 1925 77 1848 57 1827
is_linear=0
shrinkage=0.0106704


Tree=2529
num_leaves=31
num_cat=0
split_feature=1 4 457 3 0 401 4 1451 159 159 131 484 2 3 14 51 4 151 1429 3 3 155 1456 48 1 48 49 48 10 3
split_gain=2.7699 0.928124 0.700573 0.541383 0.473743 0.572067 0.777859 0.401394 0.39099 0.574927 0.41302 0.464667 0.412078 0.441744 0.429537 0.494288 0.387012 0.383225 0.384152 0.412307 0.375586 0.374038 0.426486 0.384771 0.364624 0.361826 0.32838 0.349809 0.335626 0.463931
threshold=0.096325000000000008 0.27287000000000006 0.079590000000000008 -0.12018999999999998 -0.072269999999999987 0.080710000000000018 -0.55119499999999988 0.088880000000000015 0.11389500000000001 0.082585000000000006 0.077860000000000013 0.085435000000000025 0.10527500000000002 -0.077644999999999978 0.080160000000000023 0.11548000000000001 -0.0060199999999999993 0.009020000000000002 0.087865000000000013 0.095270000000000007 0.63141500000000017 0.10158500000000002 -0.049894999999999995 0.14174500000000004 0.086920000000000011 0.085700000000000012 0.32042500000000002 0.11926500000000002 -0.15282499999999996 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 -6 8 9 12 11 -11 14 -14 15 17 -17 18 19 -1 26 22 -5 -24 -19 -4 27 28 -3 -30
right_child=1 20 25 21 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 24 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024092632241639851 0.0029357065929579472 -0.00054602249027421018 -0.00063209742192777156 0.0029401902106267592 0.0043922087732237956 0.00027135245681012167 0.0018789731438103715 0.004081258717973095 0.0011983463080574778 0.0031544696367300307 0.0047365670691464634 0.0009376159313728605 0.0025569601748084646 -0.00011817096599510613 0.0038720951259967901 -0.0003014715508655868 0.0020873511981259582 0.0020136877612587966 0.00083776051808703519 0.0043206214782826879 -0.0009774788375424791 0.0032523136463212606 0.0015673988202187178 -0.00028528428482991303 -0.0001749986694239591 0.0012701558180988361 0.0026130463465302888 -0.00090669544607154375 0.0021231439065753106 0.00076224392220707786
leaf_weight=1308 80 25 30 39 24 37 374 25 52 129 25 20 20 26 33 23 27 46 28 21 20 27 307 22 20 47 20 20 61 185
leaf_count=1308 80 25 30 39 24 37 374 25 52 129 25 20 20 26 33 23 27 46 28 21 20 27 307 22 20 47 20 20 61 185
internal_value=0 0.00138668 0.00172642 0.00192053 0.00228174 0.00188089 0.00203053 0.00237845 0.00235451 0.00238934 0.00312697 0.00285691 0.00230664 0.00104493 0.00234518 0.00231097 0.000988493 0.00235744 0.00240642 0.00243947 0.000820102 0.00171492 0.00160213 0.00144351 0.00135045 0.000529018 0.000935702 0.000820421 0.000947883 0.0010997
internal_weight=0 883 552 475 2238 435 398 1803 1778 1726 174 149 1552 46 1506 1473 50 1423 1357 1329 331 395 368 329 66 77 311 291 271 246
internal_count=3121 883 552 475 2238 435 398 1803 1778 1726 174 149 1552 46 1506 1473 50 1423 1357 1329 331 395 368 329 66 77 311 291 271 246
is_linear=0
shrinkage=0.0135326


Tree=2530
num_leaves=31
num_cat=0
split_feature=1 12 3 1 4 3 12 43 2 4 0 2 4 0 0 12 14 52 52 49 4 2 39 4 12 2 2 1 150 16
split_gain=143.332 18.0848 17.629 9.11909 8.1588 7.29208 5.75793 5.41286 4.04475 3.84183 3.93878 3.45171 3.17919 3.00892 2.51551 3.27536 2.39537 2.3089 2.06542 1.70115 1.69911 1.65756 1.62774 1.53959 2.45431 1.50207 1.35971 1.86723 1.26753 1.24272
threshold=0.10752500000000002 0.051320000000000005 -0.059315 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.091475000000000015 -0.025214999999999998 0.11177500000000001 -0.15464999999999998 -0.068189999999999987 0.092235000000000025 0.033845000000000007 -0.23194499999999998 -0.10011499999999998 0.13597000000000004 0.076175000000000007 1.0000000180025095e-35 0.056145000000000007 -0.012034999999999999 -0.019614999999999997 0.11389000000000002 0.093225000000000016 -0.064054999999999987 -1.0000000180025095e-35 0.10381000000000001 0.088850000000000012 0.081315000000000012 0.083770000000000011 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 19 7 16 22 -9 -5 11 28 14 -1 -8 29 26 25 -7 -2 -10 23 -4 -15 -25 -13 -3 -28 -11 -16
right_child=2 6 5 9 -6 18 12 8 20 10 -12 17 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0026033518172318528 0.0014027452646665464 0.0022193092631029297 0.0010063184480331676 0.0019850915472346383 0.0011235248196518263 0.00031356773401948761 0.0025695206819779624 0.0017578801747889664 0.001570514819649052 0.0020517529273080988 0.00085706166430389607 0.0014884747192089132 0.0017986474177479339 0.0021843450318618446 0.0021680566757585119 0.0014410866003072129 0.0025830034826420534 0.0018235039609761116 0.00085215119485720242 0.0019520334215818635 0.0010215566230460567 0.0014836860947448169 0.00066410780482699773 0.002033686712421707 0.001404195307407316 0.00098128063051957639 0.0021324841362843463 0.0016904849589544292 0.0015510756152666799 0.0020128305977056911
leaf_weight=22 20 907 81 40 74 59 28 39 20 34 32 27 156 69 240 25 46 20 32 92 92 21 81 59 26 46 274 31 26 402
leaf_count=22 20 907 81 40 74 59 28 39 20 34 32 27 156 69 240 25 46 20 32 92 92 21 81 59 26 46 274 31 26 402
internal_value=0 0.00206276 0.00112849 0.0017402 0.00156335 0.000928279 0.00212731 0.00105193 0.00128444 0.0015054 0.00140168 0.00151559 0.00201887 0.00200836 0.0020683 0.00204725 0.00220067 0.00130965 0.00050296 0.00185395 0.00111958 0.00193356 0.000835213 0.00199491 0.00184114 0.00116887 0.00218615 0.00208756 0.00183479 0.00207086
internal_weight=0 2531 590 422 186 404 2109 313 151 225 185 153 851 197 695 667 1258 93 91 112 112 175 162 154 85 73 1212 305 60 642
internal_count=3121 2531 590 422 186 404 2109 313 151 225 185 153 851 197 695 667 1258 93 91 112 112 175 162 154 85 73 1212 305 60 642
is_linear=0
shrinkage=0.00170698


Tree=2531
num_leaves=31
num_cat=0
split_feature=1 4 150 0 43 2 2 4 12 43 133 3 2 3 3 155 151 160 3 16 0 150 3 484 43 52 155 42 1451 158
split_gain=2.79241 0.907339 0.639524 0.432355 0.482572 1.28786 0.604496 0.951693 0.54858 0.530972 0.507867 0.489001 0.48738 0.416352 0.36311 0.413378 0.322346 0.343006 0.531536 0.319239 0.442887 0.346841 0.391707 0.312489 0.330983 0.309245 0.302323 0.607783 0.356457 0.332509
threshold=0.096325000000000008 0.27287000000000006 1.0000000180025095e-35 -0.072269999999999987 -0.083684999999999996 0.08734500000000002 0.097070000000000004 -0.07168999999999999 0.093765000000000015 0.016310000000000002 0.089405000000000012 -0.084144999999999984 0.09678500000000001 -0.12018999999999998 0.092670000000000016 0.104145 0.050660000000000004 -0.067824999999999983 0.42240500000000009 0.52822500000000006 -0.026509999999999995 -0.097839999999999996 -0.082974999999999979 0.096415000000000015 -1.0000000180025095e-35 -0.43851499999999993 0.083440000000000014 0.08426500000000002 0.088880000000000015 0.11817500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 14 5 -5 -7 -8 9 11 -9 -6 -10 25 15 26 17 23 -19 20 21 -15 -23 24 -3 -2 28 -28 29 -1
right_child=1 16 -4 4 8 6 7 10 12 -11 -12 -13 -14 19 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001948504857284372 0.0019707990650011664 0.0008491702390873556 0.00078346950540410384 -0.001592794865727189 0.0042755185923581485 0.0029493286363334089 -0.0010853816610613743 0.0026027196084167019 -0.00015205016710341632 0.0011175833093673736 0.00036079077502861295 0.0023483292847302439 0.0016143926196132156 0.00011841704017510551 0.00098444783603153941 0.00060494111302808007 0.0017939297675198828 0.00052864859210595405 -0.0012966562680787794 0.0028094227126281117 8.852560010872966e-05 0.00014024883997806935 0.0017557974378828252 0.00023083462158423121 0.0024635855432368803 0.0035789614048366719 0.0040330646011462468 0.0015259286100194557 0.0033942925734243849 0.003027169685661408
leaf_weight=1626 56 34 140 20 20 26 20 33 22 34 20 86 154 20 45 26 30 185 22 21 29 20 246 31 29 20 26 22 22 36
leaf_count=1626 56 34 140 20 20 26 20 33 22 34 20 86 154 20 45 26 30 185 22 21 29 20 246 31 29 20 26 22 22 36
internal_value=0 0.00115612 0.00143169 0.00189336 0.00157922 0.000976677 0.00149576 0.000978054 0.00180613 0.00232475 0.00175671 0.00271195 0.00139359 0.00165196 0.00196915 0.00199436 0.000696565 0.000587193 0.000334655 0.00148412 0.00139577 0.00152832 0.00163433 0.00114332 0.00159231 0.002394 0.00201521 0.00288396 0.00199045 0.00197187
internal_weight=0 883 552 2238 435 119 99 73 316 140 53 106 176 412 1803 1758 331 301 207 336 315 286 266 94 63 76 1732 48 1684 1662
internal_count=3121 883 552 2238 435 119 99 73 316 140 53 106 176 412 1803 1758 331 301 207 336 315 286 266 94 63 76 1732 48 1684 1662
is_linear=0
shrinkage=0.0111015


Tree=2532
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 1 2 1 2 150 50 2 12 15 0 4 1 4 0 4 47 43 42 4 51
split_gain=173.524 26.8183 17.0284 14.7586 9.69267 8.87179 5.28199 5.12865 4.96692 4.905 4.64734 4.03525 2.76253 3.52678 2.04484 1.81257 1.76484 1.63149 1.65197 2.27994 1.4918 1.47974 1.42682 1.43566 1.3464 1.2443 1.19441 1.15643 1.12677 1.08079
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.14285500000000004 0.40945500000000007 0.077845000000000011 0.11474000000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.086295000000000011 -1.0000000180025095e-35 0.088245000000000004 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 0.11588000000000001 0.018150000000000003 0.14486500000000005 -0.50940999999999981 0.090100000000000013 -0.080324999999999994 0.090545000000000014 0.0067750000000000006 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 25 6 12 9 14 -4 -5 21 17 16 22 -9 -14 18 -1 20 -20 -6 23 -7 -21 29 -12 -2 -18 -3
right_child=1 2 7 10 11 8 -8 15 -10 -11 26 -13 13 -15 -16 -17 28 -19 19 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026346276039862647 0.0021926031530915989 0.00061474516008485356 0.0012001212798435576 0.0019879964327260608 0.0020605358982373387 0.0020740316531997587 0.0025745886545127739 0.00026065419860436259 0.0012893163737088757 0.00059936180951294861 0.0013069361424542371 0.0010668270055027688 0.0016133900849874369 0.001327413176373701 0.0014949098807259598 0.00079699859749794851 0.0021020952829388937 0.0020773098629256474 0.0016548502291464943 0.0026121141198507487 0.0021984541216415253 0.0015781134919103184 0.0018249651381465827 0.0016270923462924267 0.0021930137707776602 0.0013393726685864934 0.00081192303889623951 0.0017367620449447135 0.0017458760891833239 0.0010173819791449775
leaf_weight=24 50 22 66 28 44 234 76 91 39 99 49 25 28 23 30 23 240 596 38 23 24 32 151 23 773 31 20 24 29 166
leaf_count=24 50 22 66 28 44 234 76 91 39 99 49 25 28 23 30 23 240 596 38 23 24 32 151 23 773 31 20 24 29 166
internal_value=0 0.00107529 0.000955525 0.00205397 0.00122426 0.0020809 0.0021338 0.000647295 0.00187305 0.000839666 0.00140147 0.00166172 0.00211517 0.00197137 0.00192503 0.000368864 0.00202124 0.0021463 0.00219292 0.00218057 0.00186528 0.00185741 0.00195666 0.00203403 0.00220512 0.00102251 0.00116345 0.00204476 0.00206369 0.000970265
internal_weight=0 673 599 2448 320 2351 1874 279 477 165 97 101 1798 320 438 114 297 1478 882 858 62 76 408 257 796 219 69 74 269 188
internal_count=3121 673 599 2448 320 2351 1874 279 477 165 97 101 1798 320 438 114 297 1478 882 858 62 76 408 257 796 219 69 74 269 188
is_linear=0
shrinkage=0.00170698


Tree=2533
num_leaves=31
num_cat=0
split_feature=1 123 44 4 2 40 3 12 4 401 402 34 2 33 147 42 0 132 160 159 4 16 0 13 4 43 0 3 123 52
split_gain=2.9181 0.754377 0.715475 0.572762 0.519083 0.659825 0.460636 0.489184 0.400398 0.334333 0.347448 0.32773 0.571671 0.327159 0.38869 0.326427 0.417042 0.399466 0.363866 0.432592 0.331988 0.384334 0.553444 0.398848 0.324282 0.332821 0.318845 0.329712 0.285449 0.280294
threshold=0.11690500000000002 0.08128500000000001 0.081805000000000017 0.27287000000000006 0.097070000000000004 0.0046150000000000002 0.30112000000000005 -0.42850999999999995 0.36766000000000004 0.080710000000000018 0.11942500000000002 -0.038779999999999995 0.121465 0.082285000000000011 0.089365000000000014 -0.080354999999999982 -0.062764999999999974 0.10240500000000001 -0.078564999999999982 0.10141500000000002 -0.49405499999999997 -0.065999999999999989 -0.080499999999999988 -0.092879999999999976 -0.059649999999999988 -0.076834999999999987 -0.059114999999999994 -0.073309999999999986 0.084410000000000013 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 28 13 8 11 -8 9 15 -11 -2 -13 14 -1 16 -6 18 24 20 -20 23 -23 -22 -17 -26 27 -25 -3 -24
right_child=6 3 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 -15 -16 17 -18 -19 19 -21 21 22 29 26 25 -27 -28 -29 -30 -31
leaf_value=0.0016002679378253829 4.0459103637208075e-05 0.00033000378530457537 0.0029563509927872924 -0.00057206003770596671 0.0016243340751309816 -0.0002869722866094588 0.0010155523774606993 -0.00032566443907924836 0.00073110391275589331 -0.00010233879858222652 0.0015389297887731291 0.0014586888401596817 0.00058086124747625467 0.0027544242129720798 0.00055517535384917813 0.0028661799925663589 0.003144949458031203 0.00023663415396493509 0.0018145000459105177 0.0023971285850296576 0.00061407572610931759 -0.00021855647875707751 0.0015320730711124054 0.0015392895048840184 0.0024853922762140437 0.00097996096314706643 0.00089851333624473093 0.0029368876174353836 0.0013377564205652387 0.00068933222168196095
leaf_weight=1828 37 31 29 20 52 21 34 67 76 23 20 108 143 20 30 26 21 23 70 30 28 33 64 28 21 29 20 28 94 67
leaf_count=1828 37 31 29 20 52 21 34 67 76 23 20 108 143 20 30 26 21 23 70 30 28 33 64 28 21 29 20 28 94 67
internal_value=0 0.0014981 0.00153393 0.000858883 0.0015178 0.0013022 0.000655033 0.000125834 0.00135285 0.0014339 0.000661042 0.00084062 0.000958572 0.00159586 0.00158339 0.00149544 0.00206177 0.00140691 0.00146753 0.00134905 0.00125603 0.00111016 0.000835522 0.00154324 0.00204122 0.00161224 0.00188557 0.00223809 0.00108783 0.00110105
internal_weight=0 2732 2587 145 2558 680 389 101 659 583 43 288 251 1878 1858 540 73 467 444 368 338 268 164 104 76 50 76 56 125 131
internal_count=3121 2732 2587 145 2558 680 389 101 659 583 43 288 251 1878 1858 540 73 467 444 368 338 268 164 104 76 50 76 56 125 131
is_linear=0
shrinkage=0.00910708


Tree=2534
num_leaves=31
num_cat=0
split_feature=1 123 44 2 129 1375 49 150 16 51 133 43 49 1209 43 4 0 13 159 403 403 13 1210 1447 13 9 130 0 2 0
split_gain=2.37003 0.73115 0.582424 0.449332 0.612873 0.517815 0.435774 0.347132 0.341418 0.436059 0.395854 0.798708 0.603357 0.39358 0.40096 0.353119 0.706427 0.358346 0.45114 0.365143 0.551165 0.359356 0.340827 0.339726 0.33958 0.612229 0.433665 0.412992 0.621398 0.493006
threshold=0.12000500000000001 0.08128500000000001 0.081805000000000017 0.089885000000000007 -1.0000000180025095e-35 -0.14438999999999999 -0.097394999999999995 0.091105000000000005 -0.083539999999999989 0.11144500000000002 0.0068000000000000014 -0.022084999999999997 -0.0087849999999999977 -0.085894999999999985 -0.50216499999999986 -0.27825499999999997 -0.060129999999999996 0.01128 0.11389500000000001 0.084910000000000013 0.44389500000000004 0.086705000000000018 -0.026879999999999998 -0.082954999999999987 -0.004174999999999999 0.099965000000000012 -0.0060099999999999989 -0.10474999999999998 0.25063000000000007 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -3 10 13 12 -12 -8 -10 -15 -16 17 18 19 22 -21 -19 -17 -7 25 27 -26 29 -29 -2
right_child=24 7 -4 4 5 23 8 -9 9 -11 11 -13 -14 14 15 16 -18 21 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.003269525127260889 0.00067535631589872895 0.0012359202271768426 0.0035809732907875558 -0.00047823173057743137 -0.000267126282719899 0.0028615975546625603 0.00064359411369090927 -0.00038968588594596738 0.00033900527633676648 0.00046197640491080016 0.0022708128238423447 -8.3049181310874921e-05 0.0025107575682612069 0.0032912910945232204 0.0032295889819100938 0.0029656557929311511 -4.1408825461355188e-05 0.00010464324576118665 0.00044831914447138681 -0.00050250726502969927 0.0023405790077141867 0.0020113367888825308 0.0019906833509518002 0.0016815717350274451 -2.1445043252883008e-05 -0.0016171819055402546 0.0016900602329045277 0.0006079041325546227 -0.0017243102707060224 0.0030638799112133121
leaf_weight=38 37 139 29 20 20 38 28 23 25 35 67 32 364 30 27 59 30 33 29 21 20 27 619 1034 30 20 86 121 20 20
leaf_count=38 37 139 29 20 20 38 28 23 25 35 67 32 364 30 27 59 30 33 29 21 20 27 619 1034 30 20 86 121 20 20
internal_value=0 0.00180427 0.00185358 0.00183429 0.001648 0.00168694 0.00197388 0.00100512 0.00193983 0.00180478 0.00220249 0.00150997 0.00237739 0.00185587 0.00189824 0.00184992 0.00180547 0.00187404 0.00194715 0.0020076 0.000884364 0.000962655 0.00207553 0.0017234 0.000711659 0.00042657 0.00124743 0.00063301 0.000277094 0.00151343
internal_weight=0 2787 2625 2596 1112 1092 1484 162 1446 955 491 99 392 920 895 865 838 808 748 719 41 60 678 1072 334 218 116 198 141 57
internal_count=3121 2787 2625 2596 1112 1092 1484 162 1446 955 491 99 392 920 895 865 838 808 748 719 41 60 678 1072 334 218 116 198 141 57
is_linear=0
shrinkage=0.0122569


Tree=2535
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 39 4 14 1 2 4 52 0 49 1 16 49 52 3 4 12 376 47 1 391 4 16 43
split_gain=140.361 22.4821 12.7855 10.7688 8.94427 8.39482 5.27885 5.05122 4.39233 4.10046 3.5975 3.31163 2.59166 2.15862 2.01761 1.86968 1.84537 1.78391 1.39017 1.28451 1.27954 1.39652 1.28459 1.26949 1.8299 1.20631 1.1727 1.35018 1.81624 1.24912
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.087880000000000014 -0.17966999999999997 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.41379000000000005 0.056145000000000007 -0.22491999999999998 -0.054984999999999992 0.091195000000000012 -0.0094449999999999968 -1.0000000180025095e-35 -0.16675999999999999 0.14121000000000003 0.40945500000000007 -1.0000000180025095e-35 0.083785000000000012 1.0000000180025095e-35 0.13075500000000004 -1.0000000180025095e-35 0.038415000000000012 -0.11118499999999999 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 9 8 -3 11 -4 16 23 -6 -13 -2 -1 20 -19 -11 21 22 -10 24 -9 -5 -16 29 -29 -28
right_child=1 4 10 25 13 -7 -8 12 17 19 -12 14 -14 -15 26 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0022189962341069829 0.0015383637999129369 0.002073050501541219 0.0020244635679610183 0.0013559720901328393 0.00043836940978270644 0.0014683080499965087 0.0013975265090311643 0.0010553048555092021 0.0014262158324534675 0.0021460392720785005 0.0013408501181253237 0.0016316595468878516 0.00078611251739671905 0.00095721175412388738 0.0016936858713847013 0.0020386712395782111 0.0020578211558667046 0.0013601660060822611 0.00081956961641100039 0.0026121985680972637 0.0011541236173184385 0.0012945171263551078 0.0020027314399284203 0.00092568869097689878 0.0017120468203595098 0.00092927838114611029 0.0021576645763575269 0.0021121345430296693 0.0017944725851269867 0.0019694063260128555
leaf_weight=1117 23 20 28 60 59 48 24 23 20 20 69 27 87 32 20 121 220 20 32 65 42 42 20 27 21 24 511 103 85 111
leaf_count=1117 23 20 28 60 59 48 24 23 20 20 69 27 87 32 20 121 220 20 32 65 42 42 20 27 21 24 511 103 85 111
internal_value=0 0.00128104 0.00211048 0.00169177 0.0010706 0.00213409 0.00214797 0.00118622 0.00135874 0.00215587 0.00153818 0.00214244 0.000972218 0.000620819 0.00206439 0.00195876 0.00219248 0.00127756 0.00102749 0.00250251 0.00138243 0.00149937 0.00171447 0.00120026 0.00136875 0.00123406 0.00207846 0.00208796 0.00196851 0.00212407
internal_weight=0 673 2448 228 445 2351 2303 354 196 2279 97 2194 158 91 857 144 1337 176 52 85 124 82 40 71 44 84 830 810 188 622
internal_count=3121 673 2448 228 445 2351 2303 354 196 2279 97 2194 158 91 857 144 1337 176 52 85 124 82 40 71 44 84 830 810 188 622
is_linear=0
shrinkage=0.00160853


Tree=2536
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 2 4 16 1 0 50 4 0 47 47 2 52 16 49 0 4 160 3 16 12
split_gain=228.698 36.2032 22.8568 18.8799 13.5392 11.1409 8.99988 7.03988 6.40906 6.4016 5.65126 5.96981 3.71665 3.68107 4.40733 2.29865 1.74592 2.49079 1.63385 1.55853 1.47806 1.47754 1.45327 1.9645 1.43039 1.22018 1.15376 1.06896 1.04487 0.994042
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.14285500000000004 0.40945500000000007 -0.52595999999999987 0.089625000000000024 -0.095504999999999993 0.086295000000000011 -0.013125 0.14486500000000005 0.08265500000000002 0.090100000000000013 0.088850000000000012 0.40674500000000008 -0.45661999999999997 -0.009244999999999998 -0.066689999999999985 -0.036839999999999991 -0.067824999999999983 -0.016324999999999996 0.11346000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 19 6 13 -6 -5 12 11 29 -7 20 18 -12 17 -14 -15 -3 21 -1 -18 -24 -16 -2 -13 -28 -11 -4
right_child=1 2 10 8 7 9 -8 -9 -10 28 15 26 16 14 24 -17 22 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022491221930564954 0.0022434092896598929 0.00072326229096187039 0.00067525853580741437 0.0019236064325785507 0.0019192743238130917 0.0011858722508033721 0.0028327317714497463 0.00085173735591703248 0.00092819498195925601 0.0009942344463926946 -0.00013394169245617852 0.0006269228661617797 0.002132166214218887 0.0011491505614234015 0.0021164966498689458 0.00053231532369435962 0.0022214893931436727 0.00157841687803424 0.0018252066236308939 0.001158110029283134 0.0021057916575964318 0.0017646549038784862 0.0012535836455977031 0.0018628465567396436 0.0016674499345211394 0.0017365739385925192 0.00043513149423469755 -1.7431737504175077e-05 0.0015413540927882734 0.0011573262191804106
leaf_weight=930 50 191 23 34 71 21 70 30 63 26 90 22 263 26 235 22 33 31 23 33 415 22 20 187 27 24 28 49 22 40
leaf_count=930 50 191 23 34 71 21 70 30 63 26 90 22 263 26 235 22 33 31 23 33 415 22 20 187 27 24 28 49 22 40
internal_value=0 0.000859779 0.000709154 0.00207595 0.00104056 0.00210891 0.00218361 0.00160218 0.0012771 0.00189235 0.000316066 0.000536703 0.00194834 0.00215653 0.0019751 -3.06978e-06 0.00197832 0.00207378 0.00146648 0.000787325 0.00219781 0.00223793 0.00186139 0.00180398 0.00207022 0.00207903 0.000253756 0.000147137 0.001245 0.000981333
internal_weight=0 673 599 2448 325 2351 1748 101 97 603 274 162 555 1678 311 112 534 294 49 224 1367 952 240 207 262 74 99 77 48 63
internal_count=3121 673 599 2448 325 2351 1748 101 97 603 274 162 555 1678 311 112 534 294 49 224 1367 952 240 207 262 74 99 77 48 63
is_linear=0
shrinkage=0.00184769


Tree=2537
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 47 1 14 1 4 1 50 11 1 150 1 1 48 15 0 15 52 43 16 133 3 15
split_gain=162.369 19.9853 17.8064 11.3928 10.2397 8.31032 7.40325 5.30426 4.93204 4.89323 4.0058 3.88664 2.5726 2.5099 2.20676 2.20384 3.2615 3.94582 1.90195 1.61707 1.60922 1.52891 1.44269 1.41403 1.70464 1.21076 1.16931 1.08086 1.06213 1.05806
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14753000000000002 0.089885000000000007 0.090100000000000013 0.09253500000000002 0.076175000000000007 0.11866500000000001 0.061775000000000004 0.091195000000000012 0.041865000000000006 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.122715 0.13075500000000004 0.11454000000000002 1.0000000180025095e-35 -0.066089999999999996 0.040760000000000005 -0.07167999999999998 -0.079734999999999986 0.19444000000000003 -1.0000000180025095e-35 0.31299000000000005 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 18 7 8 10 11 -4 13 25 -10 -1 29 16 26 -18 -2 27 -14 -13 -15 24 -17 -3 -9 -6 -27 -8
right_child=1 6 9 -5 19 -7 14 15 12 -11 -12 21 20 22 -16 23 17 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0019101530868701529 0.0016949311328631267 0.00051216871535351169 0.001640091741533279 0.00094906173578695042 0.00063684868301224027 0.0010542109030803343 0.00026689329213731448 0.0017700616003023042 0.0015481637918602557 0.00086258691566906296 0.0023344284612542197 0.00028026852680951931 0.0012132079637017304 0.0017582907380208146 0.00061594554435151527 0.002005775252823026 0.0015960009549734941 0.0007106171899460027 0.0011871234384073029 0.00038094794829705202 0.00060540037613866088 0.00078521921198491983 0.0012896358170119547 0.0023722074268767712 0.0014326617126478934 0.0010522369933124148 0.0016085503354394785 0.0011424491832295039 0.00061420923908285486 -0.00014943582157475623
leaf_weight=1118 83 29 34 45 22 41 29 575 23 77 58 104 22 216 23 62 55 20 29 24 30 21 21 20 20 54 169 28 23 46
leaf_count=1118 83 29 34 45 22 41 29 575 23 77 58 104 22 216 23 62 55 20 29 24 30 21 21 20 20 54 169 28 23 46
internal_value=0 0.000774879 0.00176927 0.00179993 0.00123789 0.00181605 0.00056171 0.00182943 0.000692478 0.00110074 0.00189513 0.000568996 0.0010728 0.00187633 0.000153394 0.00172864 0.00169917 0.0013599 0.00156345 0.000745162 0.00086255 0.0003651 0.00171676 0.00196525 0.00186599 0.000809439 0.00173337 0.000919985 0.000921398 1.15448e-05
internal_weight=0 590 2531 2420 186 2375 404 2334 306 111 1413 231 75 1355 98 921 819 75 112 74 52 125 237 102 82 106 744 50 77 75
internal_count=3121 590 2531 2420 186 2375 404 2334 306 111 1413 231 75 1355 98 921 819 75 112 74 52 125 237 102 82 106 744 50 77 75
is_linear=0
shrinkage=0.00170698


Tree=2538
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 4 2 49 1 50 1 1 0 52 1 1 52 1 1 133 16 16 1212 1456
split_gain=198.13 32.7533 16.646 15.6545 11.8693 9.62797 7.83068 7.69931 5.85609 5.61374 4.69165 4.52473 4.27811 2.55744 2.4562 2.19728 1.92813 1.80416 1.68472 1.52219 1.49945 1.47247 1.3095 1.27643 1.26475 1.11394 1.08832 0.983897 1.16237 1.08388
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10497000000000002 0.062655000000000016 0.09253500000000002 -0.062539999999999984 0.089885000000000007 -0.054984999999999992 0.091195000000000012 0.041865000000000006 0.12958500000000003 0.13265500000000002 -0.22491999999999998 -0.56176499999999996 0.13075500000000004 0.12000500000000001 -0.16675999999999999 0.122715 0.15964000000000003 -1.0000000180025095e-35 0.13751500000000003 -0.079504999999999978 0.091220000000000009 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 21 9 16 12 -4 -10 14 -2 27 24 -8 -13 -14 -20 25 -3 -11 -15 -6 -5 -7 -1 29 -29
right_child=1 4 10 20 15 26 8 -9 11 22 -12 17 18 23 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021340853578230815 0.0011977085621419337 0.00061113110321149187 0.0017472837437248895 0.00059609463997601882 2.4990311770032621e-05 0.00092720090385901334 0.0018340687113463832 0.00096681176609554923 0.0014922149010235264 0.0020496333933813036 0.00091231897106256235 0.00072580436185484549 0.0014352911936818865 0.0019419242595555594 0.0018696015942816656 0.0004921867935258875 0.0010725116021368594 0.00018021226850547102 0.002219090407717718 0.0018765102229162437 0.00038474421424128629 0.0001271195835301808 0.0025796871832515877 0.0014506651599899198 -0.00047238091022178797 0.0011082869515950838 0.0014770407351056296 0.0020013208247897864 0.0016596533729159564 0.0021951270458285266
leaf_weight=545 23 30 34 22 62 27 24 24 24 20 63 147 27 100 220 26 20 23 45 785 24 66 65 21 23 38 21 423 27 122
leaf_count=545 23 30 34 22 62 27 24 24 24 20 63 147 27 100 220 26 20 23 45 785 24 66 65 21 23 38 21 423 27 122
internal_value=0 0.000830596 0.00194038 0.00138889 0.000544549 0.00197072 0.000715099 0.00198746 0.000891257 0.0019982 0.00120499 0.000755934 0.00198051 0.00175141 0.00204455 3.13648e-05 0.00148791 0.000651989 0.0018806 0.00189508 0.000767415 0.000278373 0.00245497 0.00185666 -0.000109592 0.000920483 0.00116776 0.00207901 0.00202653 0.0020447
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 194 2194 144 1337 111 44 170 857 830 84 96 85 121 85 60 48 1117 572 545
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 194 2194 144 1337 111 44 170 857 830 84 96 85 121 85 60 48 1117 572 545
is_linear=0
shrinkage=0.00181146


Tree=2539
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 14 2 1 2 4 1 49 50 0 124 1 52 1 52 1 1 133 1 4 0 52 51
split_gain=214.368 33.544 18.6262 17.6032 12.8 10.462 7.88266 7.36949 6.96264 6.18204 5.56565 5.24824 4.07974 3.05148 3.04254 2.5497 2.06675 1.8989 1.82115 1.80278 1.74472 1.49548 1.49171 1.4888 1.40517 1.37271 1.29261 1.24626 1.22585 1.9607
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.089775000000000008 -0.062539999999999984 0.090540000000000023 -0.054984999999999992 0.041865000000000006 -0.22491999999999998 -0.081214999999999982 0.13075500000000004 -0.56176499999999996 0.12958500000000003 -0.16675999999999999 0.122715 0.13265500000000002 -1.0000000180025095e-35 0.15964000000000003 0.042705000000000007 0.18019500000000002 -0.016949999999999996 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 17 8 11 20 -4 13 -11 28 -2 25 -13 -3 24 -18 -8 -10 -16 -14 -5 -6 -15 -21 -1 -30
right_child=1 4 10 18 15 -7 9 -9 21 12 -12 16 23 26 22 -17 19 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021115420295437361 0.001334098945387853 0.00075329728087319481 0.0018971328650662467 0.0007588241952570183 0.00026577812642465562 0.0013376852638706776 0.0017937908153305578 0.0012071898892585952 0.0021895328218444919 0.0015991945988655316 0.0010734453450517904 0.0015655922407509719 0.00091019314068130689 0.002047391522848727 0.0020685645593533069 0.000725920875323894 0.0023381880909707385 0.00029179465524110839 0.00055405085860603029 0.0020110648536674799 0.0011830833793449931 0.0027025794560683039 0.0015875551519433527 0.00045955029396799304 0.0012798564533155988 -0.00020354019533585236 0.0016838402510794739 0.0015962540314390689 0.0022513697823077685 0.0017433603948535633
leaf_weight=277 23 48 34 22 62 48 34 24 20 22 63 28 139 215 100 26 45 48 24 775 20 65 21 23 38 23 30 20 783 21
leaf_count=277 23 48 34 22 62 48 34 24 20 22 63 28 139 215 100 26 45 48 24 775 20 65 21 23 38 23 30 20 783 21
internal_value=0 0.00102119 0.00206673 0.00153292 0.000758999 0.0020958 0.000919412 0.0021116 0.00212113 0.00107949 0.00136216 0.00210328 0.000936243 0.0021682 0.00188111 0.000276313 0.0020041 0.000522546 0.000936023 0.00201871 0.0015676 0.00258186 0.00198508 0.000846213 0.00108881 0.000138786 0.00200288 0.00200063 0.00220567 0.0022381
internal_weight=0 673 2448 228 445 2351 334 2303 2279 238 97 2194 184 1326 144 111 868 96 84 840 54 85 121 162 60 85 245 795 1081 804
internal_count=3121 673 2448 228 445 2351 334 2303 2279 238 97 2194 184 1326 144 111 868 96 84 840 54 85 121 162 60 85 245 795 1081 804
is_linear=0
shrinkage=0.0016407


Tree=2540
num_leaves=31
num_cat=0
split_feature=1 3 132 1 45 1 14 4 1 15 2 16 0 15 16 0 43 42 132 15 2 2 13 4 16 39 43 3 0 4
split_gain=5.77401 1.44679 0.970662 0.707061 1.08878 0.67833 0.586643 0.574501 0.665522 0.79095 0.581312 0.558343 0.538518 0.625428 0.995432 0.46389 0.452614 0.385893 0.362934 0.362926 0.348864 0.991746 0.39309 0.341519 0.338659 0.503544 0.33831 0.374127 0.451941 0.329377
threshold=0.10124500000000002 -0.053259999999999995 -1.0000000180025095e-35 0.14262000000000002 0.10331000000000001 0.13075500000000004 0.062655000000000016 0.033845000000000007 0.083345000000000016 -0.093244999999999981 0.13913500000000004 -0.43320999999999993 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 1.0000000180025095e-35 -0.51144999999999985 0.11159000000000001 0.081465000000000024 0.094035000000000007 -1.0000000180025095e-35 0.10222000000000002 -0.0093149999999999986 -0.029144999999999997 -0.040964999999999994 0.056590000000000008 -0.078654999999999989 0.13524500000000003 -0.26343999999999995 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 17 18 7 10 11 -10 12 -9 13 -1 -15 -5 -14 20 -4 -8 22 -22 -3 -23 26 -26 -25 28 -28 -18
right_child=1 3 5 15 -6 -7 19 8 9 -11 -12 -13 16 14 -16 -17 29 -19 -20 -21 21 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0035082340593964303 -0.00032140222738552879 0.0011859499447783286 0.002996794906773128 0.00070323116221697121 0.0042372063388321302 0.00099842722293922966 0.0045194077243023911 0.0035140272923390205 0.002233773060534185 -0.00073401617787945518 0.00074405364242880086 0.0022255405395051405 0.0013381202711234138 -0.00012399377524649813 0.0031883215161246188 -0.0013439352841073742 0.0041175541017287156 -0.00042641233523047265 0.00144422117906017 0.002843442140308712 0.0036860478617007602 0.0025165137569912511 -0.00074054085111589861 -4.368172204256581e-05 -0.00076304128724871299 0.0013901429489169997 0.0011548368305142607 0.00094035600866637485 0.0033743997346435345 0.0029748423838958974
leaf_weight=29 21 61 195 72 21 40 55 78 40 23 20 183 27 36 25 24 42 21 28 34 32 32 24 20 33 38 26 50 35 1756
leaf_count=29 21 61 195 72 21 40 55 78 40 23 20 183 27 36 25 24 42 21 28 34 32 32 24 20 33 38 26 50 35 1756
internal_value=0 0.00159298 0.0023169 0.00117255 0.00141221 0.00252757 0.00286364 0.00282363 0.00232666 0.00115029 0.00290685 0.00261061 0.00292944 0.00196648 0.00123351 0.00019144 0.00297693 0.00125273 0.00280185 0.00387915 0.00135319 0.00158045 0.000642 0.00129251 0.00109861 0.000389367 0.00148301 0.00175809 0.00242836 0.00300154
internal_weight=0 773 284 489 393 263 2348 2259 324 63 1935 261 1915 90 61 96 1825 372 223 89 351 266 85 234 202 71 131 111 61 1798
internal_count=3121 773 284 489 393 263 2348 2259 324 63 1935 261 1915 90 61 96 1825 372 223 89 351 266 85 234 202 71 131 111 61 1798
is_linear=0
shrinkage=0.0127521


Tree=2541
num_leaves=31
num_cat=0
split_feature=1 52 3 15 41 393 3 1456 2 9 0 3 0 15 41 3 150 15 52 484 10 12 3 52 484 475 43 13 2 481
split_gain=4.67912 1.10863 0.710867 0.514951 0.723738 0.538099 0.505047 0.497317 0.471 0.67528 0.623831 0.530893 0.488713 0.445401 0.422167 0.409372 1.08942 0.655926 0.665311 0.588687 0.407403 0.406554 0.405694 0.390272 0.580029 0.376165 0.630638 0.394824 0.369681 0.361604
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.040760000000000005 0.075585000000000013 0.086030000000000009 0.090900000000000009 -0.049894999999999995 0.11682500000000001 -1.0000000180025095e-35 -0.14001499999999997 0.0022600000000000003 -0.07384499999999998 0.13592500000000005 0.08690500000000001 -0.092174999999999993 0.082565000000000013 -0.081924999999999984 0.10611000000000001 0.064170000000000019 -0.0026549999999999994 -0.42850999999999995 -0.047929999999999993 0.11434500000000002 0.056480000000000009 -0.085719999999999977 -0.085474999999999982 -0.074044999999999986 -1.0000000180025095e-35 -0.083994999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 5 13 6 15 -3 9 20 11 -11 -12 22 -10 16 17 -1 19 -19 -9 -4 23 24 -5 26 -17 -28 -14 -25
right_child=1 2 21 4 -6 -7 -8 8 14 10 12 -13 28 -15 -16 25 -18 18 -20 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0033993453580402184 0.0025684252020325431 0.0029743617137746028 0.0012819197376914625 0.0026015624937156356 0.0041555514940222592 0.00047227771073372649 0.001499033906308872 0.0010983549398426199 0.00062989199457022581 -5.1716618252691668e-05 0.0032598115572470641 0.0018390612559413104 0.0010036587510780794 0.0014735063353178996 0.0024244336791081462 0.0046658865741082195 -0.00026911210277845746 0.0026028961810754285 -0.00021882117951213114 0.00072332955395908714 -0.00097008368633988505 -0.00031201692211893137 0.0040567523527453202 0.00053119184987172863 0.0042763938265284905 0.0023914105462598308 0.001868868380689268 0.0037599558163030093 0.0025069588267588043 0.0022353494423367681
leaf_weight=51 90 25 35 811 42 24 107 44 192 37 52 51 44 53 21 29 29 97 20 32 20 68 27 21 31 823 44 25 51 125
leaf_count=51 90 25 35 811 42 24 107 44 192 37 52 51 44 53 21 29 29 97 20 32 20 68 27 21 31 823 44 25 51 125
internal_value=0 0.00131966 0.00114405 0.00241881 0.00260826 0.00225466 0.00228869 0.00131945 0.00123864 0.00154626 0.00184428 0.00104408 0.00232331 0.00254741 0.000806819 0.00236216 0.00190748 0.00222309 0.00182048 0.00213665 0.000451968 0.000229612 0.00260349 0.00256377 0.00266322 0.00247521 0.00317898 0.00255404 0.00181069 0.00199023
internal_weight=0 730 640 2391 1110 1281 1257 537 512 299 235 88 147 1068 213 1150 229 200 149 129 64 103 1015 988 842 921 98 69 95 146
internal_count=3121 730 640 2391 1110 1281 1257 537 512 299 235 88 147 1068 213 1150 229 200 149 129 64 103 1015 988 842 921 98 69 95 146
is_linear=0
shrinkage=0.0120166


Tree=2542
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 4 1 2 34 14 52 1 12 1 2 151 15 43 131 2 1 0 42 4 11 51
split_gain=127.995 23.4798 13.1923 9.70716 7.61621 6.7375 4.98348 4.96945 4.19711 3.3347 3.07256 2.93367 3.12171 2.92 1.86557 1.82593 1.82346 1.32738 2.19471 1.26549 1.19179 1.14075 1.13609 1.87852 1.12616 1.59691 1.73735 1.22535 1.22417 1.10406
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.13082500000000002 0.27834500000000006 0.089775000000000008 0.40473500000000007 0.077845000000000011 0.13754500000000003 -1.0000000180025095e-35 0.062655000000000016 -0.56176499999999996 0.090540000000000023 0.10345000000000001 0.089370000000000019 0.09678500000000001 -0.088784999999999989 -1.0000000180025095e-35 -0.080324999999999994 0.08844500000000001 0.31358000000000003 1.0000000180025095e-35 -0.047369999999999995 0.079510000000000011 0.0052350000000000009 1.0000000180025095e-35 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 8 13 -6 -5 12 -4 15 -10 29 -14 24 -19 -3 -20 -12 23 -13 25 27 -27 -16 -26 -1
right_child=1 2 6 10 9 -7 -8 -9 14 -11 21 22 16 -15 17 -17 -18 18 20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0021645563247577313 0.0021014166461860756 0.0014018059906206694 0.0004859558137434732 0.001973956732126453 0.0018980766259099836 0.0013454519008434865 0.00137443966671036 0.0012504252194081695 0.0023458621948686492 0.0011947552615360437 0.0014245952791791991 0.00051654550505476795 0.00090663701384092327 0.0025279462232847033 0.0020562712944175534 0.0019843527466616379 0.0015057142098939002 0.0012831771423119655 0.0016192759261291724 0.0010550331297568137 0.0021868928865351931 0.00091819137412532453 0.00085215832182306613 -9.6891485020645166e-05 0.0019836129654365246 0.0015271122284815338 0.0020881596342002271 0.0018954079008898425 0.0025348616935069934 0.0018072468703763962
leaf_weight=1053 76 40 45 28 73 41 37 23 43 30 47 74 59 59 416 241 22 23 20 195 28 20 20 20 27 49 27 233 24 28
leaf_count=1053 76 40 45 28 73 41 37 23 43 30 47 74 59 59 416 241 22 23 20 195 28 20 20 20 27 49 27 233 24 28
internal_value=0 0.00117016 0.00105508 0.00203639 0.00129055 0.00205903 0.000767759 0.00207178 0.0020801 0.00169323 0.0014799 0.000674229 0.000860995 0.00214139 0.001985 0.00212414 0.00106935 0.00196667 0.00173425 0.00111406 0.00195039 0.00127343 0.000467804 0.000386027 0.00198794 0.00197 0.00172643 0.00199852 0.00224302 0.0021553
internal_weight=0 691 615 2430 338 2335 277 2294 2271 103 95 240 126 1381 890 1322 81 847 71 235 48 67 114 94 776 725 76 649 51 1081
internal_count=3121 691 615 2430 338 2335 277 2294 2271 103 95 240 126 1381 890 1322 81 847 71 235 48 67 114 94 776 725 76 649 51 1081
is_linear=0
shrinkage=0.00177594


Tree=2543
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 123 47 2 4 2 14 34 15 3 3 3 13 43 4 3 3 0 4 43 2 0
split_gain=105.22 13.5365 12.3908 7.48045 6.82883 4.31396 4.12006 3.70167 3.41799 2.56776 2.46123 2.32375 2.23601 2.21516 2.15671 1.84095 1.74264 1.45617 1.40497 1.65642 1.3674 1.34576 1.21581 1.67116 1.09779 1.16878 1.09298 1.07304 2.19769 1.15052
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.095330000000000012 -0.16363499999999997 0.40124500000000002 0.088205000000000019 0.077555000000000013 0.13754500000000003 0.024790000000000003 0.11389000000000002 0.076175000000000007 -1.0000000180025095e-35 0.13592500000000005 0.149315 -1.0000000180025095e-35 0.11658 -0.016469999999999995 -0.080554999999999974 -0.064054999999999987 0.090900000000000009 -0.11255999999999998 -0.030209999999999997 -0.0070899999999999991 -0.079914999999999986 0.11177500000000001 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 11 14 -6 26 17 13 15 16 22 -4 -3 24 -7 21 -20 -17 -9 -1 -24 -8 -26 -5 29 -29 -2
right_child=1 5 6 8 7 9 12 18 -10 -11 -12 -13 -14 -15 -16 20 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0017748699536151203 0.00038590468487675086 0.00036959687912471479 0.0017692536490810265 0.0018138463094613101 0.0017126094530393386 0.0013969685415026591 0.001888271547678161 0.0010645100724829609 0.00095586344444018967 0.00045984222910844561 0.0020278983914719579 0.00030614892255146584 0.0013949943933166714 0.00099825800564359683 0.0021405039723479975 0.00062177991991006841 0.0011725391575913378 0.00083387866372498039 0.0014680728435749826 0.00092357769211278144 0.0010968640911918797 0.00060791619568027083 0.0016028784798384943 0.0011076479426426482 0.0016749711226460916 0.001259060482013494 0.0014396752107449925 0.001421149811021917 0.00088238007853295975 0.00091808640794052514
leaf_weight=69 20 40 1525 46 31 32 67 62 29 21 35 101 114 20 47 41 20 23 41 27 31 27 84 26 315 21 45 28 104 29
leaf_count=69 20 40 1525 46 31 32 67 62 29 21 35 101 114 20 47 41 20 23 41 27 31 27 84 26 315 21 45 28 104 29
internal_value=0 0.000882346 0.00168283 0.0011357 0.00141583 0.000618476 0.00173626 0.00117357 0.00146619 0.000967617 0.00161046 0.0004939 0.00160717 0.00153704 0.00178035 0.000663211 0.00166435 0.00116149 0.00106714 0.00125188 0.00082633 0.000925993 0.00159724 0.00148582 0.00168876 0.00164898 0.00162882 0.000916587 0.000996665 0.000700869
internal_weight=0 590 2531 301 422 289 2109 188 120 76 234 213 537 199 1572 112 423 55 157 68 72 89 179 110 403 336 91 181 132 49
internal_count=3121 590 2531 301 422 289 2109 188 120 76 234 213 537 199 1572 112 423 55 157 68 72 89 179 110 403 336 91 181 132 49
is_linear=0
shrinkage=0.00170698


Tree=2544
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 1 3 49 1 0 14 0 1 0 1 16 43 124 1 11 3 42 50
split_gain=201.695 33.4076 17.1892 15.8655 11.742 9.25171 8.21489 6.10059 5.93784 5.84083 5.30155 4.7465 3.20724 5.91344 2.9905 2.63951 2.16839 1.88575 2.05882 1.8771 1.62574 1.58139 1.57647 1.47339 1.45034 1.39954 1.35224 2.75803 1.34136 1.20013
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.13501500000000002 0.077845000000000011 0.062655000000000016 0.083135000000000014 -0.116045 -0.054984999999999992 0.16175000000000003 -0.12333499999999999 0.062655000000000016 -0.23091999999999999 0.13436000000000001 0.18019500000000002 0.13075500000000004 -0.088909999999999989 -0.080324999999999994 -0.081214999999999982 0.122715 0.077415000000000012 -0.11171999999999999 0.086555000000000007 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 11 24 -8 -9 17 -4 12 28 -14 -2 29 22 18 -7 -10 26 -5 -15 -12 -3 -16 27 -20 -1 -6
right_child=1 4 10 21 15 9 7 8 19 -11 23 -13 13 16 25 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025094953603038012 0.0016705403510203891 0.0011003783812312666 0.0022652007898400555 0.0014682692023502081 0.00072064623397521445 0.0017637955316718616 0.002262825890776126 0.0020128892056977196 0.0013307516626862813 0.0017096958287480906 0.0016136830757504733 0.0028583626816540042 0.0015185661824597535 0.0017523833987055926 0.0023378675368347012 0.00022264421464847733 0.0023906048530812794 0.002712405476116956 0.0017859181719765429 0.00086935364436942545 0.0018328979946561806 0.00099979416659512748 0.0023132468914430302 0.001112656506962464 0.00072225856779712207 0.0019009899333853083 0.002519595785538847 0.0022828022721197686 0.0023854271979078263 0.001119245040217665
leaf_weight=703 24 49 28 61 65 20 20 30 173 48 47 62 21 23 106 21 439 22 28 24 20 24 25 20 48 21 52 576 296 25
leaf_count=703 24 49 28 61 65 20 20 30 173 48 47 62 21 23 106 21 439 22 28 24 20 24 25 20 48 21 52 576 296 25
internal_value=0 0.00139826 0.00234489 0.00187028 0.00115344 0.00237112 0.00129452 0.00144424 0.00137212 0.00223184 0.00170023 0.00243912 0.00242187 0.00232185 0.00217104 0.000716204 0.00235649 0.00226675 0.00225266 0.00127454 0.00226713 0.00133599 0.0020445 0.00146412 0.000913268 0.00226563 0.00228036 0.00225977 0.00247273 0.000831368
internal_weight=0 691 2430 236 455 2335 344 247 227 766 95 1569 1507 508 151 111 487 718 696 197 676 85 48 67 97 127 656 604 999 90
internal_count=3121 691 2430 236 455 2335 344 247 227 766 95 1569 1507 508 151 111 487 718 696 197 676 85 48 67 97 127 656 604 999 90
is_linear=0
shrinkage=0.00154607


Tree=2545
num_leaves=31
num_cat=0
split_feature=1 52 1 2 1348 12 4 2 2 52 151 133 40 52 4 13 0 49 49 132 133 13 16 12 49 15 15 42 12 133
split_gain=6.01743 1.379 0.881994 0.563656 0.524778 0.640857 0.652311 0.386241 0.373104 0.386538 0.455013 0.450785 0.507057 0.413782 0.616949 0.375261 0.385355 0.399583 0.468004 0.366025 0.393656 0.555049 0.360701 0.358269 0.345888 0.482707 0.533669 0.341282 0.33404 0.329228
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.092235000000000025 0.092395000000000019 0.088105000000000003 -0.011559999999999999 -0.13033999999999998 0.14285500000000004 0.024145000000000003 0.043560000000000008 0.11524500000000001 -0.012109999999999998 0.10024500000000001 -0.069999999999999993 0.10935500000000002 -0.10324499999999999 0.11843000000000002 0.093655000000000002 0.090145000000000017 0.089200000000000015 -0.079299999999999995 -0.080509999999999984 0.10016000000000001 -1.0000000180025095e-35 -0.30407999999999996 -0.41942499999999994 0.090545000000000014 0.11472500000000001 0.082925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 7 5 19 -7 -1 9 10 11 12 -5 14 -11 16 -14 18 29 20 -3 -22 -16 -8 -4 26 -26 -2 -25 -18
right_child=1 2 24 8 -6 6 23 -9 -10 13 -12 -13 15 -15 22 -17 17 -19 -20 -21 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0014489773577122205 0.0036171118608441595 0.0018239472745578183 -0.00057169620701873127 0.0014973350983600521 -0.00029108797159525638 0.0042500594446351165 0.0029940888753169138 0.0031504303915202772 0.0014952982936948757 0.0056224488474430198 0.00077186568722871832 0.0013505027239703285 0.0041990093450055823 0.0028124801598138479 0.0038865136458151157 0.0015642851227031895 0.0027640854740870065 0.0042383374819766938 0.0017473998646784865 -7.7419195107681461e-05 0.0020958550931340822 -0.00069155102954952753 0.0020215745084546724 0.00070203054461171366 0.0010420008022928883 0.0021355942429999142 -0.0011196996019648068 0.0018413599011011367 0.0025675033619390018 0.0042434646845466266
leaf_weight=22 66 255 31 45 20 29 43 1571 39 23 23 41 43 242 48 29 116 31 61 22 21 26 26 37 65 38 26 24 27 31
leaf_count=22 66 255 31 45 20 29 43 1571 39 23 23 41 43 242 48 29 116 31 61 22 21 26 26 37 65 38 26 24 27 31
internal_value=0 0.00166559 0.00145775 0.00298836 0.00173106 0.00181898 0.00255364 0.00312693 0.00271172 0.00277422 0.00251568 0.00261671 0.00276254 0.00309454 0.00379825 0.0029456 0.00308765 0.0028877 0.00268641 0.0015106 0.00162629 0.000553886 0.00323126 0.00209386 0.000637799 0.000928453 0.000424372 0.00314358 0.00148903 0.00307606
internal_weight=0 730 640 2391 480 460 136 1593 798 759 420 397 356 339 97 311 282 239 208 324 302 47 74 107 160 129 91 90 64 147
internal_count=3121 730 640 2391 480 460 136 1593 798 759 420 397 356 339 97 311 282 239 208 324 302 47 74 107 160 129 91 90 64 147
is_linear=0
shrinkage=0.0127521


Tree=2546
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 159 14 2 1 2 2 4 1 131 1 52 1 2 47 4 14 51 1 2 16 52 41 16
split_gain=127.502 20.9364 13.8644 11.9311 7.16448 5.96561 4.95179 4.05251 3.87051 3.40346 3.38094 3.32121 2.52012 3.08263 1.87278 1.58826 1.44376 1.30365 1.40667 2.17079 1.23694 1.12594 1.09893 1.22653 1.45237 1.04294 0.949399 0.943859 0.919437 0.891962
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10672500000000001 0.077845000000000011 0.089885000000000007 0.14285500000000004 0.42051500000000003 0.091195000000000012 0.086835000000000009 0.11588000000000001 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.036839999999999991 -0.46166999999999997 -0.085989999999999997 0.11669000000000002 0.31358000000000003 0.13751500000000003 -0.16675999999999999 0.081560000000000007 0.27252000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 20 6 8 -4 11 16 -5 14 13 -9 -1 25 -6 -13 28 -20 22 -2 -3 -24 -25 -14 -7 -10 29 -19
right_child=1 2 7 10 9 26 -8 12 27 -11 -12 17 15 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016936643581334204 0.0017418370377232418 0.0010215193000732018 0.0010351193319925896 0.0015063013667399165 0.001675175742557387 0.00084978073178563758 0.0008954121717805949 0.00078789870474575837 0.0016610992748934861 0.00079598589238604042 0.00084358292778008697 0.001805168756594938 0.0001768867096656421 0.00030934077650773064 0.0015312966594141653 0.00056058380176556314 0.0012180320248650757 0.0015791191047945196 0.00088656744093407007 0.0015031004371596057 0.0010468939675492082 0.0013179879602829099 0.00029229788765774474 0.00080033963794073069 0.00040804430922220599 -0.00024554140042464993 0.0013057983585095076 0.0020606937558554231 0.0012037575163387287 0.0014297572652396016
leaf_weight=1117 50 26 26 28 39 27 24 59 20 27 69 45 62 85 220 22 33 600 22 45 34 24 20 115 31 20 21 65 20 125
leaf_count=1117 50 26 26 28 39 27 24 59 20 27 69 45 62 85 220 22 33 600 22 45 34 24 20 115 31 20 21 65 20 125
internal_value=0 0.000797195 0.000697477 0.00158773 0.000922175 0.00161054 0.00162224 0.000430957 0.00162989 0.00128302 0.00103488 0.00161684 0.000367617 0.000505417 0.00166695 0.000176817 0.00146565 0.00153867 0.0015239 0.00130066 0.000764107 0.00160437 0.000714031 0.00066587 0.000717044 7.38555e-05 0.00104929 0.00196667 0.00154398 0.00155337
internal_weight=0 673 599 2448 325 2351 2303 274 2279 99 97 2194 248 144 1337 104 72 857 812 67 226 74 192 166 146 82 48 85 745 725
internal_count=3121 673 599 2448 325 2351 2303 274 2279 99 97 2194 248 144 1337 104 72 857 812 67 226 74 192 166 146 82 48 85 745 725
is_linear=0
shrinkage=0.00160853


Tree=2547
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 47 1 15 14 0 4 12 16 1 3 49 159 15 12 457 15 3 4 0 52 1 159
split_gain=124.838 20.2621 11.1412 8.8737 7.73842 6.27721 4.95155 4.41708 3.8679 3.44892 2.79816 2.78537 3.3543 2.63103 2.38908 2.24727 2.23078 1.98797 1.8005 1.71418 1.59333 1.58846 1.56337 1.66684 1.50348 1.62879 1.40946 1.33428 1.17478 1.15037
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.085505000000000012 0.077845000000000011 0.024640000000000006 -1.0000000180025095e-35 -0.13027499999999997 0.076415000000000025 0.091625000000000012 -0.061854999999999993 0.16540500000000002 -0.10831999999999999 -0.054984999999999992 0.082585000000000006 0.087685000000000013 0.085440000000000016 0.083570000000000019 -0.074054999999999996 -0.20241999999999996 -0.055319999999999994 -0.14723999999999998 0.056145000000000007 0.13075500000000004 0.10620500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 19 6 7 10 16 -4 11 -1 13 -13 17 -10 27 21 -2 22 -12 -14 23 26 -16 -26 -3 -6 -5 -29
right_child=1 4 9 28 8 -7 -8 -9 15 -11 20 12 14 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.002410668718268004 0.0013216120038491287 0.00097362091074535665 0.0018463818235838097 0.0011915656348857225 0.00057497242242798981 0.0013307790817307177 0.0011860740154717886 0.002324516784912752 0.00081839210794218788 0.0011499926433519887 0.0020849314960799908 0.0013436315990939824 0.001375671796354398 0.0020141875420901811 0.0021409558685499402 0.0014222465661052628 7.1192285456642677e-05 0.0019764413057392497 0.0018324098933235949 0.00086585652054853583 0.0019487064884591363 0.0019344969879598675 0.00096008189639573791 0.0016589024712087448 0.0014082728315422545 0.0017898338223995324 0.0015238771486343395 0.0011007110846012384 0.00075347409103734993 0.00058255957182907841
leaf_weight=27 23 32 28 60 140 48 24 85 45 69 382 57 29 23 30 28 20 635 121 38 649 28 33 37 35 299 22 30 24 20
leaf_count=27 23 32 28 60 140 48 24 85 45 69 382 57 29 23 30 28 20 635 121 38 649 28 33 37 35 299 22 30 24 20
internal_value=0 0.00109299 0.00190683 0.00149867 0.000885144 0.00192976 0.00194224 0.00195021 0.000718173 0.00135101 0.0019357 0.00187943 0.00186681 0.00153642 0.00189184 0.00105001 0.000602821 0.00194957 0.00175082 0.00117683 0.00199918 0.00165018 0.00127212 0.00138528 0.00178208 0.00174985 0.0011978 0.000658782 0.0010664 0.00089345
internal_weight=0 673 2448 228 445 2351 2303 2279 283 97 2194 1163 1136 80 1056 73 210 692 144 162 1031 57 124 91 364 334 54 190 84 50
internal_count=3121 673 2448 228 445 2351 2303 2279 283 97 2194 1163 1136 80 1056 73 210 692 144 162 1031 57 124 91 364 334 54 190 84 50
is_linear=0
shrinkage=0.00167351


Tree=2548
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 0 14 10 4 1 15 2 0 52 0 3 133 42 160 0 402 1446 156 13 1213 0 133 43 1374
split_gain=6.33217 1.55417 0.930512 0.710767 0.649606 1.19061 0.586873 0.546217 0.518984 0.508098 0.563212 0.574511 0.544158 0.552995 0.608981 0.775431 0.503423 0.498186 0.541573 0.618899 0.410165 0.429541 0.62587 0.455504 0.620058 0.408368 0.395354 0.666889 0.400694 0.389956
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 0.18019500000000002 0.062655000000000016 0.069930000000000006 0.033845000000000007 0.083345000000000016 -0.093244999999999981 0.13913500000000004 -0.11173999999999999 -0.083374999999999991 -0.15202999999999997 -0.094874999999999987 -1.0000000180025095e-35 0.086665000000000006 -1.0000000180025095e-35 -0.086074999999999985 0.090075000000000002 0.11483500000000001 -0.080734999999999987 -0.091904999999999987 0.104315 -0.071339999999999987 -0.015164999999999998 -0.0043399999999999992 0.085820000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -5 7 9 -7 12 16 -12 13 14 -1 -16 -11 -6 19 -19 25 22 23 -22 -25 -15 27 28 -23 -26
right_child=1 2 -4 4 17 8 -8 -9 -10 10 11 -13 -14 20 15 -17 -18 18 -20 -21 21 26 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.0031417180659985521 0.0024328786606324731 0.0028166473483492312 0.00036109316801665256 0.00056856170027145322 -3.2235351919565538e-07 0.002410356236743255 0.00093906274796063077 0.0030891178396460725 0.0010239295720853299 0.0035244100359404411 0.0018241512613451178 -0.00012023951491571677 0.00079117005000935538 0.0027206371619061562 0.0018728213431717427 -0.00037882512548372964 0.0020268141063211806 0.0024192185059364641 0.00055689223578354657 0.0010886668006487733 0.0034272744212853201 0.0036907003337914098 0.00062465538581398439 0.0011639658749982077 0.00229651722868991 0.0015411267831644047 0.0039360360854463509 0.0013951904872999416 0.0021520622738112269 0.0036591190974355776
leaf_weight=20 102 28 115 67 44 119 28 89 32 23 40 22 20 502 50 20 237 45 102 119 33 43 21 45 1025 29 26 30 25 20
leaf_count=20 102 28 115 67 44 119 28 89 32 23 40 22 20 502 50 20 237 45 102 119 33 43 21 45 1025 29 26 30 25 20
internal_value=0 0.0013214 0.00115244 0.00131612 0.00123655 0.00164079 0.00232987 0.00234666 0.00211654 0.00231704 0.00196192 0.00113421 0.00237694 0.00239373 0.00165443 0.00122949 0.00215929 0.000952274 0.00110985 0.00145376 0.00243071 0.00233628 0.00227772 0.00230863 0.00227476 0.00265622 0.00287657 0.00259548 0.00312502 0.0023226
internal_weight=0 773 671 556 528 218 2348 2320 151 2231 322 62 1909 1889 90 70 260 310 266 164 1799 1268 1144 1123 1090 531 124 98 68 1045
internal_count=3121 773 671 556 528 218 2348 2320 151 2231 322 62 1909 1889 90 70 260 310 266 164 1799 1268 1144 1123 1090 531 124 98 68 1045
is_linear=0
shrinkage=0.00966451


Tree=2549
num_leaves=31
num_cat=0
split_feature=1 155 1 12 0 14 3 10 4 3 3 15 14 40 16 49 15 15 51 2 13 43 1212 1212 1213 402 13 402 0 132
split_gain=5.12906 1.30725 0.818986 0.566637 0.47839 0.445453 0.465955 0.466257 0.426123 0.425453 0.797315 0.926241 0.426792 0.559943 0.59799 0.418816 0.387213 0.384944 0.379077 0.465711 0.342905 0.342015 0.446244 0.535037 0.386413 0.567083 0.6653 0.497404 0.433051 0.379983
threshold=0.10124500000000002 0.084785000000000013 0.13707500000000003 1.0000000180025095e-35 0.22582000000000002 0.062655000000000016 0.090900000000000009 -0.012544999999999999 -0.49013999999999996 0.076840000000000006 0.11658 -0.0088349999999999974 -0.46166999999999997 -0.0061149999999999998 -0.082779999999999979 0.12011500000000001 -0.03241999999999999 -0.43375999999999998 0.091000000000000011 0.121465 -0.071554999999999994 0.0016850000000000001 -0.014129999999999998 -0.42670499999999995 0.12428000000000002 0.10999000000000002 -0.051094999999999995 0.095250000000000015 -0.086409999999999987 0.13958500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 6 7 -1 -8 12 -11 -12 -2 17 -15 21 -10 -14 19 -5 -17 22 23 -9 25 27 -27 29 -29 -24
right_child=1 -3 -4 18 -6 -7 8 15 16 10 11 -13 13 14 -16 20 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010306147828529721 0.0025149542681208569 0.0028486423082569089 0.00055404576304683966 0.0021071264102801067 0.00075666702871581351 0.0034568367797882475 0.0028159327038693562 0.0021171900372563696 0.0021147702162425848 0.0032985153466308249 0.0017647746815046381 -0.0010321400164130668 -0.00024793662323245434 0.00094912145984746494 -0.001534380742680408 0.0027071751506112856 0.00034958082580959133 0.0014745934713731243 0.0032546432457610211 0.00012533130096940913 0.0011992260254817873 0.0023748140214894875 0.0026974440982330599 0.0039896521712873348 0.0038318572169418704 -0.00014373097060329699 0.0028464933766149071 0.0029772324242796811 0.0051409193977359439 0.0011051422299163793
leaf_weight=26 21 89 162 119 20 89 41 30 38 36 92 21 23 28 28 38 34 101 33 20 51 408 1326 83 43 22 21 34 22 22
leaf_count=26 21 89 162 119 20 89 41 30 38 36 92 21 23 28 28 38 34 101 33 20 51 408 1326 83 43 22 21 34 22 22
internal_value=0 0.0014787 0.00130044 0.00153208 0.00260721 0.00262311 0.00258997 0.00262994 0.00183806 0.00125454 0.00174115 0.00124499 0.000893822 0.00070469 -0.00029263 0.00264974 0.00128121 0.00115509 0.00209685 0.00182198 0.00184307 0.00268544 0.0027645 0.00349254 0.00270928 0.00267593 0.00131661 0.00271756 0.00382725 0.00267146
internal_weight=0 773 684 522 2348 2328 2239 2126 113 350 149 113 201 180 56 2100 72 124 172 139 89 2011 1603 113 1490 1447 43 1404 56 1348
internal_count=3121 773 684 522 2348 2328 2239 2126 113 350 149 113 201 180 56 2100 72 124 172 139 89 2011 1603 113 1490 1447 43 1404 56 1348
is_linear=0
shrinkage=0.0120166


Tree=2550
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 3 12 96 132 482 3 45 15 11 3 52 43 4 151 3 15 0 4 15 1 15 12 0 483 43
split_gain=4.15453 1.05942 0.686243 0.643727 0.586124 0.528982 0.509749 0.486271 0.517925 0.563532 0.504602 0.472369 0.442522 0.645094 0.625021 0.778463 0.68588 1.6417 0.660691 0.545663 0.50115 0.499635 0.491685 0.647574 0.399236 0.537356 0.36999 0.307211 0.303985 0.360779
threshold=0.10124500000000002 -0.036839999999999991 0.13622000000000004 -0.079929999999999987 -0.3960249999999999 0.149315 -1.0000000180025095e-35 0.087655000000000025 -1.0000000180025095e-35 0.093960000000000016 -0.034684999999999994 0.081955000000000014 0.040760000000000005 0.077290000000000011 -0.12018999999999998 -0.13993999999999998 -0.15879999999999997 -0.27825499999999997 -0.080994999999999998 0.090900000000000009 0.13592500000000005 -0.15202999999999997 -0.46376499999999993 -0.03241999999999999 0.13657000000000002 -0.41942499999999994 0.092465000000000006 -0.033209999999999996 0.11494000000000001 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 5 7 4 -4 6 -2 8 -3 10 -10 12 14 20 15 -1 -17 -18 -19 -16 28 -15 -21 -24 -6 -26 27 -8 29 -14
right_child=1 2 3 -5 24 -7 26 -9 9 -11 -12 -13 13 21 19 16 17 18 -20 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029474825087562593 0.00082010335602879117 -0.0001774937999796755 0.0023817637531820097 -0.0012080786299841961 0.001273625868157457 0.00041517307828796223 0.0042760385299850769 -0.00030777695519865184 0.0017872827494499874 0.0031605648887402362 0.0009840765259835104 0.0037126158358933535 0.0024170659255148045 0.0024512054854373784 0.0021201168360826554 -0.00098120118514385523 0.0036441470505704839 0.0015313358426508933 -0.0010642340990764418 0.0021599465627271412 0.0011618824888215392 0.0047731925334281392 0.0015360911114537666 -0.00092358960305148315 0.00073568236492847219 -0.001267722271118453 0.0020617874041834309 0.0024356379111951146 0.0011060805107882845 0.001932452003520992
leaf_weight=24 25 27 20 26 35 22 21 24 149 20 245 22 743 23 1013 21 23 21 26 40 51 21 32 21 35 29 73 22 26 241
leaf_count=24 25 27 20 26 35 22 21 24 149 20 245 22 743 23 1013 21 23 21 26 40 51 21 32 21 35 29 73 22 26 241
internal_value=0 0.00120537 0.000997087 0.000343359 0.000682329 0.00198483 0.00222974 0.00120094 0.00128304 0.0013783 0.00128783 0.00212529 0.00211028 0.00226808 0.00196746 0.00120381 0.000743935 0.00126148 9.54886e-05 0.00204687 0.00221453 0.00355943 0.001249 0.000561501 0.000339009 -0.00017211 0.00253355 0.00333444 0.00226768 0.00229837
internal_weight=0 773 610 145 119 163 141 465 441 414 394 2348 2326 1105 1221 115 91 70 47 1106 1061 44 93 53 99 64 116 43 1010 984
internal_count=3121 773 610 145 119 163 141 465 441 414 394 2348 2326 1105 1221 115 91 70 47 1106 1061 44 93 53 99 64 116 43 1010 984
is_linear=0
shrinkage=0.0108838


Tree=2551
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 4 2 4 1 0 52 2 15 151 391 4 2 16 4 447 43 16 43 12 12
split_gain=126.527 21.1419 14.2655 11.8851 6.90467 5.68888 4.15825 3.94626 3.46456 3.39192 3.30701 2.69643 2.47123 2.19777 1.96017 1.3057 1.26679 1.24785 1.24346 1.11616 1.11313 1.08669 1.06863 1.06862 1.028 1.02079 0.999853 0.976831 1.59306 1.0645
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089885000000000007 0.13082500000000002 0.14285500000000004 0.077845000000000011 0.062655000000000016 0.40473500000000007 0.14753000000000002 0.42051500000000003 0.091195000000000012 -0.23091999999999999 -0.56176499999999996 -0.0091949999999999983 -0.41942499999999994 -0.088784999999999989 -1.0000000180025095e-35 0.033845000000000007 0.11510000000000002 -0.11676499999999999 0.038415000000000012 0.083310000000000009 -0.080324999999999994 -0.10850999999999998 0.064745000000000011 0.090840000000000018 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 9 11 14 -5 13 -6 12 -4 24 -7 -16 -15 -13 -3 -17 -20 -22 -19 27 -1 -10 -25 29 -29 -21
right_child=1 2 6 8 10 7 -8 -9 25 -11 -12 17 -14 16 15 19 -18 22 20 23 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0020023640792611454 0.0019140747332660728 0.0013312848845417511 0.0010553241857509947 0.0018091598031306601 0.0017656920478352058 0.0013866757528208386 0.0012327574532565643 0.0013064967724259488 0.0012540437518601508 0.0023676895230530601 0.0011186353741219331 0.00066883654959689265 0.00061899288354832138 0.0014331779752423115 0.0021313924027986453 0.0014552774857234877 0.00185667487557861 0.00054144637097758904 0.00087843822036378055 0.001973076532148837 0.0013099154676507207 0.00097618299372481405 7.4619561133223083e-05 0.0018460673105181577 0.0016441646318304795 0.00081148701090571899 0.0016128215278397523 0.0013239291695229802 0.0018348388367877843 0.0018164695102422552
leaf_weight=1097 76 40 54 28 73 25 37 39 47 59 30 32 99 21 43 20 201 22 89 306 48 58 33 113 22 20 88 20 92 189
leaf_count=1097 76 40 54 28 73 25 37 39 47 59 30 32 99 21 43 20 201 22 89 306 48 58 33 113 22 20 88 20 92 189
internal_value=0 0.0010977 0.00099681 0.00189335 0.00122302 0.00191649 0.000720783 0.0018174 0.00132449 0.00198268 0.00157723 0.000641853 0.000772992 0.00196574 0.00183964 0.00185264 0.00181661 0.00041123 0.00106777 0.00183816 0.00101372 0.00112731 0.00026135 0.00184764 0.00199532 0.00112194 0.00174395 0.00188197 0.0017436 0.00191328
internal_weight=0 691 615 2430 338 2335 277 935 95 1400 103 240 153 1341 896 871 222 87 235 828 195 106 55 808 1119 67 201 607 112 495
internal_count=3121 691 615 2430 338 2335 277 935 95 1400 103 240 153 1341 896 871 222 87 235 828 195 106 55 808 1119 67 201 607 112 495
is_linear=0
shrinkage=0.0016407


Tree=2552
num_leaves=31
num_cat=0
split_feature=1 155 3 1456 48 12 2 160 132 4 12 40 39 45 3 4 48 12 14 1 2 4 1 1212 4 16 1213 1212 43 2
split_gain=3.98348 1.02827 0.677816 0.529802 0.708077 0.551397 0.575274 0.63765 0.608174 0.501959 0.433285 0.665906 0.405892 0.396166 0.411279 0.58652 0.555241 0.384039 0.413618 0.465439 0.741018 1.76416 1.67494 0.390637 0.390984 0.379167 0.408661 0.428524 0.372837 0.364978
threshold=0.10124500000000002 0.084785000000000013 0.31299000000000005 -0.049894999999999995 0.15372000000000002 -0.010834999999999999 0.14285500000000004 0.088405000000000011 -1.0000000180025095e-35 -0.013514999999999998 -0.11019 -0.063404999999999989 0.10076500000000001 0.081955000000000014 0.090900000000000009 -0.059649999999999988 0.016865000000000002 0.11734000000000001 0.062655000000000016 0.076935000000000017 0.083715000000000026 -0.16363499999999997 0.090840000000000018 0.12218000000000002 -0.49013999999999996 0.22339500000000004 0.26821500000000004 0.10654500000000001 -0.070064999999999975 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 10 7 8 -7 -10 -5 28 13 14 17 -16 -17 18 19 23 -21 -22 -23 24 -1 26 27 29 -12 -26
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.004193840257709594 0.0030949483617515837 0.0026925039639927322 0.00034243401019050818 0.0026945612926608281 -0.001028915645763449 -0.00034757671580758789 0.00030822149395214976 0.004098904764777196 0.0032693798899185154 0.0016983813860931532 0.00090401797975339117 -0.00054126678720935498 0.0010753565315055457 0.0041819473609372637 0.0024911469249985036 -0.00099403850738545292 0.0018321439338942864 0.0015850380375854835 0.0034374022951232847 0.0024038400363591917 0.0031624736892422959 -0.0030201187530494891 0.0014230717561129873 0.003873078790915644 0.0032824958142756685 0.0019369035688759722 0.00085864858671812986 0.00088825121653050951 0.0027857627308315513 0.0026035131474576329
leaf_weight=24 29 89 115 20 20 20 39 21 40 191 119 50 34 22 64 20 26 72 79 442 43 22 37 39 146 146 21 22 20 1089
leaf_count=24 29 89 115 20 20 20 39 21 40 191 119 50 34 22 64 20 26 72 79 442 43 22 37 39 146 146 21 22 20 1089
internal_value=0 0.00140313 0.00123536 0.00141583 0.00132566 0.00141622 0.00175663 0.00196431 0.00178572 0.00197042 0.000909671 0.000720794 0.00245854 0.00247887 0.00246252 0.00170171 0.000603369 0.00250087 0.00253212 0.00249691 0.00217775 0.00119801 -0.000233711 0.00261367 0.00257975 0.00255255 0.00262288 0.00265236 0.00117477 0.00268378
internal_weight=0 773 684 569 540 520 311 272 251 231 209 189 2348 2314 2292 110 46 2182 2110 2031 544 102 59 1487 1448 1424 1278 1257 139 1235
internal_count=3121 773 684 569 540 520 311 272 251 231 209 189 2348 2314 2292 110 46 2182 2110 2031 544 102 59 1487 1448 1424 1278 1257 139 1235
is_linear=0
shrinkage=0.0127521


Tree=2553
num_leaves=31
num_cat=0
split_feature=1 1 12 123 47 2 4 2 1 14 2 4 1 16 0 150 159 2 4 1 0 15 43 43 4 12 3 12 3 131
split_gain=132.702 21.8317 12.3832 12.3045 6.39538 6.33693 4.65939 4.03277 3.86996 3.47175 3.11689 3.25738 2.23183 2.04554 1.95752 1.61589 2.71186 2.10483 1.58524 3.05717 1.48647 1.33145 1.31225 1.2644 1.23984 1.18901 1.14526 1.04616 1.03251 1.01495
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.12958500000000003 0.092235000000000025 0.27834500000000006 0.14122000000000004 0.077845000000000011 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.086920000000000011 -0.040964999999999994 -0.097024999999999986 0.083555000000000004 0.076905000000000015 0.11510000000000002 -0.013125 0.093100000000000002 -0.090314999999999993 -0.095869999999999983 0.064745000000000011 -0.080324999999999994 -0.062539999999999984 0.095780000000000018 -0.0069549999999999994 -0.083994999999999986 -0.017889999999999996 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 10 9 24 18 -5 12 11 -3 -1 -6 21 16 17 26 20 25 -7 -14 -22 -10 -4 -20 -2 -17 -13 -12
right_child=1 4 6 8 13 7 -8 -9 23 -11 29 28 14 -15 -16 27 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020268476515590281 0.001328171418094701 0.0012010570752628749 0.0021078993747623669 0.0018566898144729278 0.00098606102096528755 0.0022798017303777072 0.0011900217136195819 0.0013343251922502033 0.0012887582710875158 0.0023766265045247182 0.00037338424132980427 0.0009072195304085501 0.0018708989811468577 0.0016573532432269144 0.0019322786223248791 0.00066512727100082937 0.00095841647651403051 0.0011122352899299735 0.0019073097768345121 0.0012819108448616449 0.0019396689104831278 0.0013785352458161827 0.001684157164360431 0.00080587314558528669 0.0017504550847970777 0.0017048584934826684 0.001814681335230828 0.0010612523109649876 0.00056128559110172455 0.00078008546833225473
leaf_weight=1085 21 43 34 28 23 28 36 41 47 62 77 33 27 24 365 23 56 36 174 30 298 30 63 20 96 132 31 69 69 20
leaf_count=1085 21 43 34 28 23 28 36 41 47 62 77 33 27 24 365 23 56 36 174 30 298 30 63 20 96 132 31 69 69 20
internal_value=0 0.00112309 0.00136551 0.00192195 0.000785884 0.00194504 0.00170213 0.00182511 0.00135449 0.00200359 0.000680433 0.000829741 0.00198824 0.00132885 0.00188899 0.00112874 0.00123513 0.00141122 0.00185287 0.00177194 0.00192277 0.00161176 0.00189508 0.00114461 0.00184394 0.00181998 0.00161821 0.000962221 0.000673205 0.00045724
internal_weight=0 691 402 2430 289 2335 166 766 95 1569 242 145 1507 47 422 236 144 88 725 336 389 57 361 67 130 306 52 92 102 97
internal_count=3121 691 402 2430 289 2335 166 766 95 1569 242 145 1507 47 422 236 144 88 725 336 389 57 361 67 130 306 52 92 102 97
is_linear=0
shrinkage=0.00160853


Tree=2554
num_leaves=31
num_cat=0
split_feature=1 2 123 4 4 12 2 2 1 1 14 13 50 1 4 4 1 13 49 14 159 2 15 43 43 47 13 48 133 47
split_gain=124.618 14.2936 14.019 10.6724 9.03209 7.85441 4.97007 3.41486 3.26568 2.96782 2.57786 2.16739 2.1548 1.93401 1.82441 1.74736 3.31385 2.00711 1.57025 1.33401 1.33068 1.31886 1.233 1.19072 1.12758 1.07073 1.01462 0.964114 0.942822 0.876247
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.36766000000000004 0.085055000000000006 0.14122000000000004 0.089885000000000007 0.077845000000000011 0.12000500000000001 0.076175000000000007 -1.0000000180025095e-35 0.041865000000000006 0.091195000000000012 0.024790000000000003 -0.014149999999999998 0.093100000000000002 -0.16152999999999998 -0.012034999999999999 -0.41790499999999997 0.084250000000000005 -1.0000000180025095e-35 -0.081924999999999984 0.064745000000000011 -0.079914999999999986 0.090280000000000013 -0.078279999999999975 0.084855000000000014 -1.0000000180025095e-35 0.08265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 11 7 10 -4 -5 13 20 22 -1 -13 17 26 -9 -7 -11 27 -15 -3 -19 -10 -20 -17 -2 -25 -28
right_child=1 12 8 9 -6 18 -8 15 24 19 -12 14 -14 21 -16 16 -18 23 25 -21 -22 -23 -24 28 -26 -27 29 -29 -30 -31
leaf_value=0.0019448085363372196 0.0012879956842342015 0.00034872674448744055 0.0017237407676354084 0.00098797659746082929 0.0010431781126351266 0.0011800078405411708 0.0012371575081981121 0.0013110818895235058 0.0011351211968856272 0.00089104247521099879 0.0023032827966563323 0.0016131495237890171 0.00078922584543050973 0.0013524692470329211 0.00091606584249306173 0.0018689600700602914 0.0011208068417538596 0.0019186166973067986 0.0020082971875550514 0.00043769944948352375 0.00053953109329069298 0.0018089597604639255 -0.00012224844207937505 0.0018219837944947457 0.00065674939116643636 0.0016013999932011551 0.0016430412487519123 0.00081320290760499762 0.0013699164444383794 0.0020298773437377555
leaf_weight=1118 23 76 28 87 45 20 41 21 61 28 58 28 30 23 22 140 30 418 32 89 32 214 24 41 22 63 226 36 24 21
leaf_count=1118 23 76 28 87 45 20 41 21 61 28 58 28 30 23 22 140 30 418 32 89 32 214 24 41 22 63 226 36 24 21
internal_value=0 0.000893804 0.00181828 0.00104369 0.00184715 0.00129 0.00186238 0.00187337 0.00118879 0.0007346 0.00192931 0.00100345 0.000363431 0.0019133 0.00130643 0.00178754 0.0017008 0.00185931 0.00164134 0.000546192 0.000836969 0.00176466 0.000235693 0.00188315 0.00100832 0.00173846 0.00174576 0.000998292 0.00165507 0.00167593
internal_weight=0 590 2531 460 2420 256 2375 2334 111 204 1413 141 130 1355 50 921 417 504 115 117 91 237 100 483 83 95 387 59 65 247
internal_count=3121 590 2531 460 2420 256 2375 2334 111 204 1413 141 130 1355 50 921 417 504 115 117 91 237 100 483 83 95 387 59 65 247
is_linear=0
shrinkage=0.00181146


Tree=2555
num_leaves=31
num_cat=0
split_feature=1 4 457 2 123 3 2 16 16 3 401 160 44 15 41 1176 1209 3 4 41 42 4 15 52 16 15 393 1454 1447 0
split_gain=4.50239 1.04314 0.587149 0.544275 0.543839 0.5322 0.389103 0.385754 0.362946 0.33915 0.45062 0.497907 0.317269 0.347867 0.602517 0.438734 0.396753 0.419654 0.516102 0.451415 1.04386 0.619761 0.350484 0.562045 0.572206 0.464372 0.404886 0.371897 0.48034 0.384708
threshold=0.10337500000000001 0.27287000000000006 0.083415000000000017 0.25063000000000007 1.0000000180025095e-35 -0.07793499999999999 0.14285500000000004 -0.23935499999999996 0.5136400000000001 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 1.0000000180025095e-35 0.040760000000000005 0.075585000000000013 0.085295000000000024 0.091045000000000001 0.090900000000000009 -0.059649999999999988 0.077565000000000009 0.086555000000000007 -0.50262499999999988 0.087685000000000013 -0.010034999999999999 -0.095094999999999985 0.087960000000000024 0.10585500000000002 0.093640000000000015 -1.0000000180025095e-35 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 9 6 -2 12 -7 -9 -3 11 -11 13 15 22 16 17 19 -19 21 -21 -1 23 -15 -25 -24 27 28 29 -27
right_child=1 3 -4 -5 -6 7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.0036496684376737141 0.0023745083898336645 0.0015870327835891395 0.00044192512336393454 -0.00079787302908485448 0.0013918082653966886 0.0026987689247134675 0.0011808740464436789 0.0011455299720727328 0.0024742119812322882 0.0023660923127512812 -0.00085439555997809111 0.00066707092908098475 0.0034286822302384717 0.0039988991871059334 0.0036977056715708683 0.00061012419619830551 0.00074678501288673543 0.0022129621295918561 0.00053508670540533044 0.0026635070549822911 -0.0004050633030935451 0.0022495047506012429 0.00064818472631437084 0.0011506117837605755 0.0026386896951277302 0.0040009531356070818 0.0034496828933640272 0.00077052556151605911 0.0021336180947150903 0.0023468921962433512
leaf_weight=39 114 67 45 24 89 27 39 187 28 23 20 183 28 32 41 22 23 49 39 29 24 941 22 34 307 31 32 21 525 36
leaf_count=39 114 67 45 24 89 27 39 187 28 23 20 183 28 32 41 22 23 49 39 29 24 941 22 34 307 31 32 21 525 36
internal_value=0 0.00124447 0.00161332 0.000777882 0.00222669 0.00176138 0.0022588 0.00147256 0.00131857 0.000906954 0.000705337 0.000856767 0.00227728 0.00226293 0.00240358 0.00213254 0.00216182 0.00219085 0.00146936 0.00225231 0.00127397 0.00230523 0.00235256 0.00261974 0.00249032 0.00220315 0.00225618 0.00219388 0.00224437 0.0031122
internal_weight=0 718 401 317 2403 356 2314 242 215 293 226 206 2275 2247 1081 1166 1144 1121 88 1033 53 980 1040 373 341 667 645 613 592 67
internal_count=3121 718 401 317 2403 356 2314 242 215 293 226 206 2275 2247 1081 1166 1144 1121 88 1033 53 980 1040 373 341 667 645 613 592 67
is_linear=0
shrinkage=0.0108838


Tree=2556
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 14 2 4 1 0 15 52 0 16 131 2 160 51 156 475 15 1 1 16 133
split_gain=92.312 15.1297 9.61339 8.92081 4.78154 4.68476 3.55735 2.86337 2.68212 2.35939 1.99804 1.82492 1.83317 1.67187 1.86969 1.70509 1.1151 1.06747 0.979008 0.977412 1.25678 0.972479 0.958415 0.905107 1.27448 1.19213 1.26779 1.24609 1.08498 0.887143
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.077845000000000011 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.085760000000000017 -0.097024999999999986 -0.097454999999999986 0.12492500000000002 -0.23091999999999999 0.13751500000000003 0.082750000000000004 0.31358000000000003 -0.067824999999999983 0.11144500000000002 1.0000000180025095e-35 -0.08230999999999998 0.040760000000000005 0.093100000000000002 1.0000000180025095e-35 -0.45661999999999997 0.057185000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 10 11 17 -5 -6 13 12 -4 22 15 -15 -3 -7 -9 20 -13 -14 -1 24 -19 26 28 -27 -26 -30
right_child=1 2 6 8 9 7 -8 18 -10 -11 -12 19 21 14 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0016193313804305572 0.0015231980839254511 0.00075419792153899861 0.00085700509495614894 0.0014442526985903208 0.0013841613235273107 0.0010798535523156413 0.00098360604234310617 0.00081864293005455449 0.00082749691813931994 0.00082668675021522033 0.0018792346418856107 0.00029120436085983061 0.00073326221291969852 0.0015315794344724245 0.0015322089174821508 0.00098961008839594609 0.001167326249898651 0.0017922958608785665 0.0013004249191155084 0.00058245856848462136 -0.00019422915069140678 0.00034224922214118791 0.0013486080286795297 0.0016044150470456145 0.0016699467786581569 0.0014764592499259567 0.00096267957056125008 0.0018978798893503296 0.0012708558035017254 0.0014528374239050823
leaf_weight=1011 76 215 39 28 73 21 37 27 67 30 62 59 23 29 392 37 20 27 21 20 20 79 38 107 34 184 21 22 163 139
leaf_count=1011 76 215 39 28 73 21 37 27 67 30 62 59 23 29 392 37 20 27 21 20 20 79 38 107 34 184 21 22 163 139
internal_value=0 0.000818772 0.000731721 0.00151198 0.000921134 0.00153243 0.000500596 0.00142515 0.00100928 0.00122179 0.00158481 0.000426132 0.000548411 0.00157269 0.00148833 0.00122775 0.000789358 0.0014516 0.00102942 0.000251976 0.00016831 0.000430419 0.00160952 0.0014628 0.00143712 0.00142009 0.00136159 0.00152147 0.00138652 0.00135462
internal_weight=0 691 615 2430 338 2335 277 766 95 103 1569 240 141 1507 458 66 235 718 48 99 79 102 1049 697 590 563 357 206 336 302
internal_count=3121 691 615 2430 338 2335 277 766 95 103 1569 240 141 1507 458 66 235 718 48 99 79 102 1049 697 590 563 357 206 336 302
is_linear=0
shrinkage=0.00167351


Tree=2557
num_leaves=31
num_cat=0
split_feature=1 1 124 10 0 1375 13 0 401 4 10 2 97 15 49 130 49 43 43 16 49 43 13 123 156 51 16 13 147 11
split_gain=4.2256 1.09024 0.718471 0.57858 0.752658 0.553667 0.503099 0.49004 0.679912 1.15653 0.488978 0.565379 0.471386 0.44263 0.481342 0.400627 0.52177 0.437629 0.365692 0.561908 0.660245 0.359942 0.398528 0.342584 0.431101 0.522393 0.484018 0.335598 0.447654 0.328343
threshold=0.11690500000000002 0.091195000000000012 -0.081719999999999987 -0.079859999999999987 -0.05208999999999999 -0.080114999999999978 -0.0093149999999999986 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 1.0000000180025095e-35 0.11870500000000002 -0.0047149999999999996 -0.085319999999999993 -0.010699999999999999 0.10797500000000002 0.10969000000000002 -0.11720999999999999 0.084740000000000024 -0.077589999999999978 -0.028954999999999998 -0.064334999999999989 -0.046499999999999993 0.11679000000000002 0.10272000000000002 0.11326500000000002 -0.085254999999999984 -0.046499999999999993 0.08955500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 -2 -4 -3 29 9 -9 11 12 -5 14 -7 16 17 -11 19 27 -21 -19 -23 24 25 26 -13 -15 -29 -1
right_child=3 2 5 10 -6 13 -8 8 -10 15 -12 23 -14 18 -16 -17 -18 21 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024718419002487005 0.00087003877000157678 0.0015053320409426677 7.8201413616021498e-05 0.00053367104683719438 -0.0020521800479593923 0.00048983856648975076 -0.00028734107037373634 0.0048877068238498047 0.00027159459488991831 0.00058294763737219452 1.5194628959688792e-05 0.00088239769051925792 0.0024458009667045551 5.9616410502859996e-05 0.0019668077917487127 0.0035115794630250379 0.00024312561042555913 0.0030699411630987529 0.0035922513817030618 0.0041800270229757864 0.0022676811495365469 0.0012320890132497477 0.0025241521660615326 -0.00036246439963036949 0.0026083203056032908 0.0020160224054421925 -0.001110367003560017 0.0031128627500765249 0.00066003963433687997 0.0032899929410824965
leaf_weight=1654 35 77 20 24 20 42 32 21 30 27 48 66 83 23 132 22 27 52 31 29 258 67 71 26 24 39 24 21 22 74
leaf_count=1654 35 77 20 24 20 42 32 21 30 27 48 66 83 23 132 22 27 52 31 29 258 67 71 26 24 39 24 21 22 74
internal_value=0 0.00228807 0.00187391 0.000949451 -0.000192586 0.00204266 0.000979043 0.00242721 0.0019929 0.00217283 0.00113751 0.00132587 0.00201691 0.00211308 0.0016103 0.0019585 0.00181847 0.00201448 0.0023409 0.002231 0.00246091 0.0022179 0.00189685 0.000912793 0.0011295 0.000854375 0.000350994 0.00123124 0.00185793 0.00250688
internal_weight=0 2732 687 389 55 578 109 2045 317 287 334 286 107 558 174 266 244 217 384 353 287 190 138 179 153 129 90 66 43 1728
internal_count=3121 2732 687 389 55 578 109 2045 317 287 334 286 107 558 174 266 244 217 384 353 287 190 138 179 153 129 90 66 43 1728
is_linear=0
shrinkage=0.0120166


Tree=2558
num_leaves=31
num_cat=0
split_feature=1 1 12 3 12 4 2 1 1210 480 52 483 474 484 0 1 12 1210 15 1447 133 42 16 0 2 160 15 151 0 2
split_gain=3.42273 0.883093 0.584041 0.49504 0.514632 0.475648 0.417859 0.733233 0.470661 0.46313 0.465603 0.425483 0.504509 1.01117 0.520808 0.500998 0.609786 0.48891 0.476746 0.420111 0.416429 0.392667 0.406934 0.390901 0.389763 0.471129 0.380823 0.421622 0.379658 0.661348
threshold=0.11690500000000002 0.091195000000000012 -0.010834999999999999 0.30112000000000005 -0.42850999999999995 -0.010384999999999998 0.088850000000000012 0.08864000000000001 -0.15347999999999998 -0.085809999999999984 0.088555000000000009 -0.095084999999999989 0.085295000000000024 0.085435000000000025 -0.099059999999999995 0.081670000000000006 0.085495000000000015 1.0000000180025095e-35 0.089740000000000014 -0.085644999999999985 -0.017654999999999997 0.11457500000000002 -0.015314999999999997 -0.050684999999999994 0.082850000000000021 -0.39198499999999997 -0.0079099999999999986 0.055020000000000006 0.062580000000000011 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 -5 21 8 28 -1 -10 11 -11 14 -14 15 16 -13 18 -16 -12 -20 22 -4 -24 -21 -26 27 -7 -8 -30
right_child=3 2 5 4 -6 26 7 -9 9 10 19 12 13 -15 17 -17 -18 -19 20 24 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0033201901369411708 0.00090924513211011802 0.000825394461698365 0.0024847821731594209 0.0010949568667769638 -0.00039410355435468122 0.0011914860443419095 0.0017438719911720241 -2.3372263902140649e-05 0.0031941750952562591 0.0032050132207523644 0.00017886079016017531 0.004095988770941447 0.0019306467385979561 -0.0004152421624116524 0.0019510687488399775 0.0015552292230176764 0.0019267307746906931 0.0034334845932223481 0.0018164878505874729 0.00037011554612555972 8.3954757205404419e-05 0.00085646518701202169 0.0011302686148314482 0.0020647148647145769 0.0027773977699186614 0.0014737970060180925 7.9031357695296271e-05 0.0026034568414530826 0.0016526965687912191 -0.0003803129839635621
leaf_weight=23 288 144 86 34 67 193 868 25 26 26 23 34 57 26 575 23 20 20 28 22 26 38 77 100 35 117 26 23 48 23
leaf_count=23 288 144 86 34 67 193 868 25 26 26 23 34 57 26 575 23 20 20 28 22 26 38 77 100 35 117 26 23 48 23
internal_value=0 0.00168931 0.00138353 0.000700993 0.000107164 0.00153155 0.00179204 0.00164282 0.00192511 0.00189478 0.00186204 0.00196375 0.00192385 0.00119579 0.00200709 0.00277362 0.00329256 0.00191615 0.0018679 0.00143096 0.000982305 0.00179315 0.00192849 0.0016582 0.00159647 0.00177397 0.00120616 0.00134183 0.00168718 0.000994116
internal_weight=0 2732 687 389 101 543 2045 964 1081 1058 1032 835 809 83 726 77 54 649 629 197 54 301 263 177 174 152 242 216 939 71
internal_count=3121 2732 687 389 101 543 2045 964 1081 1058 1032 835 809 83 726 77 54 649 629 197 54 301 263 177 174 152 242 216 939 71
is_linear=0
shrinkage=0.0098578


Tree=2559
num_leaves=31
num_cat=0
split_feature=4 2 1 150 149 2 3 3 150 1 160 159 158 47 2 4 1210 483 1429 1429 49 51 11 13 160 1 0 96 48 52
split_gain=2.85378 0.911992 0.713611 0.678456 0.57056 0.482814 0.406973 0.357472 0.341725 0.375735 0.436199 0.401995 0.504422 0.385961 0.308654 0.50198 0.394262 0.376679 0.342664 0.617877 0.446645 0.499039 0.346089 0.333286 0.449161 0.322071 0.300508 0.284816 0.288697 0.342345
threshold=0.27287000000000006 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 0.07770500000000001 0.25063000000000007 -0.083654999999999993 -0.034684999999999994 -0.075789999999999982 0.091900000000000023 0.096485000000000015 0.014475000000000003 0.085620000000000016 0.11774000000000001 0.088850000000000012 0.053925000000000008 -0.15347999999999998 -0.095084999999999989 0.084770000000000012 0.086295000000000011 -0.090734999999999982 0.11144500000000002 0.078065000000000009 -0.097224999999999992 0.10210000000000001 0.089105000000000018 -0.070154999999999981 0.086715000000000014 0.12118000000000002 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 8 5 27 -5 -8 -4 -10 11 13 -13 -11 15 16 -1 -18 20 -20 -19 22 23 -22 -25 -16 -15 28 29 -2
right_child=4 -3 3 6 -6 -7 7 -9 9 10 -12 12 -14 26 25 -17 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0035011186893537079 -0.00026686789038922785 -0.0001326078934517149 0.00063514074828047076 -0.00071708261532587453 0.0022537158136578194 -0.0011167209358605723 0.0024336731541886028 0.00080020172228368355 0.00031415308854438999 0.0020222738555082643 0.0032804057224756775 -0.00012565268346282293 0.002063977805098538 0.0019475565762874451 0.0017885784833477439 0.0036947784504116812 0.0031862538501684738 0.003648796338484959 -0.00024491775721863717 0.0022277377496098018 0.0030172412385455452 0.00045417033291313315 0.0034959353980732687 0.0019552413298776399 0.00028278419609347621 0.00030714434644032491 0.00032578560847739519 -0.00064194317585444978 -0.00040688832131806444 0.0010281585907387573
leaf_weight=23 31 33 39 20 28 22 21 120 23 343 26 32 25 27 926 24 33 21 26 28 38 29 20 815 22 20 35 21 26 224
leaf_count=23 31 33 39 20 28 22 21 120 23 343 26 32 25 27 926 24 33 21 26 28 38 29 20 815 22 20 35 21 26 224
internal_value=0 0.001776 0.00179902 0.00148422 0.000671906 0.000535206 0.000824781 0.00104348 0.00167726 0.00175679 0.00182479 0.00174287 0.000834712 0.00187068 0.00190955 0.00204307 0.00200549 0.00197216 0.00193205 0.0010372 0.00198319 0.00194533 0.00199365 0.00195931 0.00191128 0.00175726 0.00103204 0.000655545 0.000752511 0.000870724
internal_weight=0 2769 2736 711 352 324 161 141 550 511 488 462 57 405 2025 1079 1055 1032 999 54 945 924 895 875 837 946 62 302 281 255
internal_count=3121 2769 2736 711 352 324 161 141 550 511 488 462 57 405 2025 1079 1055 1032 999 54 945 924 895 875 837 946 62 302 281 255
is_linear=0
shrinkage=0.01155


Tree=2560
num_leaves=31
num_cat=0
split_feature=4 2 3 106 44 149 10 48 484 160 43 392 160 484 52 159 52 475 1429 43 15 13 11 43 0 15 1 48 2 40
split_gain=2.31156 0.738713 0.613654 0.510704 0.497973 0.462154 0.407907 0.385785 0.35001 0.458841 0.323486 0.298941 0.272039 0.354915 0.62479 0.353294 0.310104 0.308622 0.427372 0.305905 0.296262 0.413984 0.517944 0.377782 0.373782 0.607416 0.548551 0.40034 0.521175 0.605145
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.081805000000000017 0.07770500000000001 -0.079859999999999987 0.14505500000000002 0.096415000000000015 -0.076689999999999994 -0.0064299999999999991 0.091685000000000003 0.62940000000000007 -0.084899999999999989 -0.015069999999999998 -0.085604999999999987 -0.0064899999999999992 -1.0000000180025095e-35 0.083810000000000009 -0.077319999999999986 0.083195000000000005 0.054800000000000008 0.076920000000000002 -0.53814999999999991 -0.10836499999999999 -0.015039999999999998 0.085110000000000005 0.091690000000000008 0.086100000000000024 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -2 11 9 10 -8 12 13 14 17 -16 -17 18 -1 -19 23 22 -22 -15 25 26 -25 28 -28 -30
right_child=5 -3 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 20 15 16 -18 19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.003212685543313303 -0.00057847544237776328 -0.00011025824814208599 0.00047142554998453072 0.00015914338355420835 0.002765917933629312 0.0018738764945705312 0.00083513349272696161 0.00011224300458498825 -0.00064808336304409211 0.00048606611991807791 0.0025931821900293207 0.0027423133780877396 0.00028077784175178488 -3.4291926193599389e-05 0.001821582074940882 0.0042534532282730601 0.0025100949608164972 0.00077953229825262192 0.0012765594807802563 0.0019959556780298764 0.0016634906864520674 0.00098996581001214545 0.0033215568089035104 0.0020087815309447628 0.0014903559597764483 -0.00025948297860002849 0.0017368869240814249 0.001671345535206507 0.0012612999614158929 -0.001077821546775895
leaf_weight=25 39 33 65 31 37 28 26 22 24 213 22 23 20 21 31 21 26 68 27 36 859 103 22 69 1078 36 22 40 20 34
leaf_count=25 39 33 65 31 37 28 26 22 24 213 22 23 20 21 31 21 26 68 27 36 859 103 22 69 1078 36 22 40 20 34
internal_value=0 0.00147667 0.00149581 0.00152074 0.00153673 0.000558664 0.000445003 0.00151926 0.000585058 0.00069845 0.00164091 0.00153125 0.00152036 0.00153013 0.00192607 0.00270582 0.00328904 0.0015362 0.00220739 0.0012006 0.00148992 0.00163006 0.0017049 0.00138545 0.0014084 0.00100864 0.00125541 0.000807288 0.000352521 -0.00021148
internal_weight=0 2769 2736 2671 2640 352 324 2603 285 261 48 2581 2558 2538 234 78 47 156 52 104 2304 984 881 1320 1299 221 185 116 76 54
internal_count=3121 2769 2736 2671 2640 352 324 2603 285 261 48 2581 2558 2538 234 78 47 156 52 104 2304 984 881 1320 1299 221 185 116 76 54
is_linear=0
shrinkage=0.0106704


Tree=2561
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 159 1 2 2 4 3 123 150 2 1 4 2 12 156 3 1 43 47 1 0
split_gain=141.354 22.8217 14.6745 12.2475 7.82911 6.66343 4.84454 4.27512 3.9061 3.71992 3.53615 2.71679 3.34588 2.56278 2.10413 1.93797 2.28321 1.9126 1.71947 1.68318 1.28252 1.33556 1.16207 1.10115 1.10061 2.69154 1.07022 1.05004 1.03932 1.32171
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.11474000000000002 0.14122000000000004 -1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 0.16394500000000004 0.42051500000000003 0.30112000000000005 0.087755000000000014 1.0000000180025095e-35 -0.0091949999999999983 0.11588000000000001 -0.55119499999999988 0.092365000000000017 0.11734000000000001 0.083310000000000009 -0.12018999999999998 0.075045000000000014 -0.080324999999999994 0.090100000000000013 0.076935000000000017 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 11 -5 19 17 -4 20 18 14 15 16 -12 22 -13 -6 -1 24 28 -23 25 -22 -9 -3 29 -7
right_child=1 2 10 7 8 9 -8 26 -10 -11 13 12 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023636723513331816 0.0019187450256961144 0.0010289125331133114 0.0012924597389275439 0.0018799223662345668 0.0019610952970815941 0.0018514664179838831 0.0023548647215635011 0.0012866544392967105 0.0010376912034630785 0.001322613731128654 0.0013838421046417386 0.0014651618746970461 0.0012591012693734507 0.00041764252910584467 0.00064017965019692706 0.0006445150100845607 0.00072551233449658797 0.0014330108005983515 0.0019052749568913819 0.0014950812565650252 0.0020537655089584213 0.0018383346340365867 0.0015763369754408963 0.0021451077066102523 0.0020104009176677897 0.0013349883419682242 0.00086225490894009324 0.0013317573381692166 0.0020092779463142894 0.0014854745161827143
leaf_weight=21 74 189 26 28 44 254 76 49 23 41 34 23 23 61 109 29 20 30 274 32 33 222 37 32 1150 20 20 32 89 26
leaf_count=21 74 189 26 28 44 254 76 49 23 41 34 23 23 61 109 29 20 30 274 32 33 222 37 32 1150 20 20 32 89 26
internal_value=0 0.00110873 0.00100866 0.00190878 0.00123462 0.00193099 0.00197252 0.0013704 0.00159594 0.00176785 0.000749504 0.00195636 0.0018272 0.000693706 0.000781414 0.000966889 0.00114002 0.00180971 0.00187119 0.00176488 0.00198432 0.00197885 0.00183755 0.00187698 0.00200036 0.00178253 0.00116364 0.00107276 0.00186374 0.00181748
internal_weight=0 673 599 2448 320 2351 1874 97 99 477 279 1798 320 253 192 83 54 436 297 76 1478 1457 406 254 1203 53 69 221 369 280
internal_count=3121 673 599 2448 320 2351 1874 97 99 477 279 1798 320 253 192 83 54 436 297 76 1478 1457 406 254 1203 53 69 221 369 280
is_linear=0
shrinkage=0.00154607


Tree=2562
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 15 0 0 12 47 4 15 2 11 11 0 1 1 3 13 48 43 43 3 16 3
split_gain=74.2248 9.4028 8.32552 7.32922 5.12504 4.14999 2.94179 2.74315 2.29806 1.98069 1.95698 1.6676 1.90729 1.38103 1.23546 2.64582 1.22763 1.19014 1.36943 1.36516 1.02873 0.942281 0.884015 1.22103 2.11537 1.00381 0.871344 0.821846 0.812536 0.997468
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.090285000000000018 0.40124500000000002 0.033845000000000007 0.024640000000000006 -0.23194499999999998 -0.097024999999999986 0.13597000000000004 0.081320000000000017 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 1.0000000180025095e-35 0.080150000000000013 -0.11242999999999999 0.16540500000000002 0.11669000000000002 -0.020429999999999997 -0.0044799999999999987 -1.0000000180025095e-35 -0.080324999999999994 -0.078654999999999989 0.11658 -0.073404999999999984 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 20 17 -5 11 13 -1 -8 28 22 16 -16 -12 19 -19 -4 -3 26 -6 25 -25 -24 -2 -28 -13 -30
right_child=1 5 6 7 9 -7 8 -9 -10 -11 14 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0019378723477611122 0.00070698043971728793 0.00051456334764713862 0.0012351582732440722 0.0014419594058375494 0.00070173983501062309 0.0010691329442373001 0.0018446979835207964 0.00088035461506701465 0.0012839548920046745 0.0015871607418097647 0.0017078280622246237 0.0015654556395032304 0.0010262973186531692 0.0013219448923522956 0.0014469932930233585 0.00082852796709003188 0.0012212287788985444 0.0020179733645309542 0.0015875569562609319 0.0015809789265043082 0.00013096789583173381 0.00068031106403122321 0.0010084203615994107 0.00070378488096603574 0.0013363628964691387 0.00054728097490140866 0.0011717214839766137 0.00084056195523764222 0.001684920490338295 0.0014247030408805501
leaf_weight=22 42 178 33 102 27 39 37 32 171 21 53 289 25 41 76 26 20 37 47 1024 22 91 39 20 57 20 41 43 46 400
leaf_count=22 42 178 33 102 27 39 37 32 171 21 53 289 25 41 76 26 20 37 47 1024 22 91 39 20 57 20 41 43 46 400
internal_value=0 0.000825775 0.00148492 0.00100011 0.00127034 0.000569748 0.00152785 0.00130784 0.00145999 0.00109778 0.00146744 0.00149776 0.00148087 0.0010474 0.0014083 0.00128935 0.00157451 0.00158542 0.00177715 0.00157018 0.000472368 0.000810075 0.00097834 0.00103325 0.00117206 0.000852102 0.000903793 0.0010022 0.00149633 0.00145154
internal_weight=0 590 2531 351 422 239 2109 134 968 225 197 797 760 204 175 102 73 1141 84 1057 200 217 163 136 77 59 126 84 735 446
internal_count=3121 590 2531 351 422 239 2109 134 968 225 197 797 760 204 175 102 73 1141 84 1057 200 217 163 136 77 59 126 84 735 446
is_linear=0
shrinkage=0.00167351


Tree=2563
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 11 2 1 4 47 1 1 457 1 47 1 15 43 52 0 16 2 16 16 43 49 1 13
split_gain=144.466 23.845 12.9644 10.9403 8.46211 7.90952 6.82073 4.45088 4.42315 3.89591 3.73377 3.28492 2.64121 2.42419 2.57601 1.91732 1.89861 1.87673 1.779 2.01971 1.73443 2.05484 1.42195 1.20072 1.19605 1.10254 1.10222 1.09262 1.33066 1.63991
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13657000000000002 0.13501500000000002 0.27834500000000006 1.0000000180025095e-35 0.089885000000000007 0.077845000000000011 -0.35136499999999998 0.13082500000000002 0.11690500000000002 0.088975000000000012 0.032140000000000009 0.086920000000000011 0.10648500000000001 0.16540500000000002 0.040760000000000005 -0.11008499999999999 -0.52606999999999993 -0.050064999999999991 0.11346000000000002 0.13622000000000004 -0.29154999999999992 0.19444000000000003 -0.080324999999999994 -0.081919999999999979 0.11230000000000001 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 10 6 7 8 15 -4 -3 17 16 25 -15 -1 24 -6 19 -9 -2 -22 -7 -5 -12 -10 -11 -26 29 -29
right_child=1 4 9 23 11 22 -8 18 13 26 12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0021585354224773565 0.002121249668219661 0.0016863033094079757 0.0019388163083592916 0.0011859000049672757 0.0005361443866653097 0.0010744095574281537 0.0010994350585303316 0.0017429909875564852 0.0020141115159757277 0.0013111386018641452 0.0013304993432239167 0.0011887488597735738 0.0008042630151026452 0.0018743717872165663 0.0011023851453465597 0.0020144825008227675 0.0016468924275014893 -4.4080934915512417e-05 0.002607114652470766 0.0023677422291284935 0.0018447328192237999 0.0012222953911628699 0.001675851657870704 0.0006980480570705739 0.0012928095401665719 0.0018525250640105411 0.00082311976131232165 0.00096544549831127017 0.0011825250370460956 0.0003126685347247025
leaf_weight=929 49 26 28 65 109 26 22 21 571 47 39 21 122 38 20 401 20 20 58 62 82 20 22 20 24 165 20 28 26 20
leaf_count=929 49 26 28 65 109 26 22 21 571 47 39 21 122 38 20 401 20 20 58 62 82 20 22 20 24 165 20 28 26 20
internal_value=0 0.00112167 0.00202389 0.00157076 0.00088873 0.00204955 0.00206423 0.0020736 0.00205371 0.0013934 0.00105525 0.000550146 0.000996438 0.00195088 0.00160817 0.0021151 0.00114577 0.000446187 0.00237316 0.00220967 0.00185202 0.00172269 0.00135007 0.00107111 0.00107262 0.00197789 0.00116546 0.000969989 0.00086529 0.000693455
internal_weight=0 691 2430 236 455 2335 2287 2265 2124 95 305 150 279 794 58 1330 157 129 141 83 151 102 48 85 137 736 67 98 74 48
internal_count=3121 691 2430 236 455 2335 2287 2265 2124 95 305 150 279 794 58 1330 157 129 141 83 151 102 48 85 137 736 67 98 74 48
is_linear=0
shrinkage=0.00174112


Tree=2564
num_leaves=31
num_cat=0
split_feature=1 1 15 457 0 43 160 4 47 376 13 0 1427 3 13 1451 16 13 52 0 4 4 49 0 12 147 0 3 2 43
split_gain=3.35346 0.873566 0.647939 0.571306 0.428719 0.441289 1.05826 0.502669 0.41011 0.484109 0.381073 0.594347 0.349647 0.347701 0.457996 0.343163 0.401848 0.45175 0.415075 0.393438 0.452629 0.335279 0.33152 0.325483 0.323287 0.321383 0.340149 0.365199 0.593436 0.315278
threshold=0.11829500000000003 0.095950000000000021 -0.083359999999999976 0.094310000000000019 -0.07384499999999998 -0.084004999999999982 -0.080719999999999986 -0.46376499999999993 0.085505000000000012 0.080200000000000007 -0.095304999999999987 -0.055064999999999996 0.082040000000000016 -0.010424999999999999 0.05868000000000001 0.088880000000000015 0.042200000000000008 -0.086919999999999983 -0.160465 -0.080499999999999988 -0.026489999999999996 0.62736500000000006 -0.0087049999999999992 -0.019414999999999998 -0.090609999999999982 0.089365000000000014 -0.23194499999999998 0.013900000000000001 0.086885000000000004 -0.096754999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 22 12 15 6 -6 -7 10 -10 11 21 -4 14 -12 16 18 -18 -1 20 -19 -2 24 -9 -3 26 -20 -28 -29 -8
right_child=8 2 3 -5 5 7 29 23 9 -11 13 -13 -14 -15 -16 -17 17 19 25 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0030794784629114033 -5.0215356506661126e-05 0.001384271977801201 0.0016619924864322972 0.0002047887589179798 -0.000752561476319402 0.0024977483927863709 0.0018007118113002746 0.0016730404639520187 0.0015442447879106909 -0.00012717471030849163 0.0017659272158944638 -0.0014356862893693391 0.0029830628030786087 0.00023331176213724515 0.00040532129229954583 0.003055243280833625 0.0025179523736990482 0.0014407156888164628 0.0031052497656696623 0.0016814744606686266 -0.00020626104009587438 0.0013973159749115743 0.0012013428902910052 0.00077503328350937012 -4.9710184952109932e-05 0.00085807139938918542 0.0019017093900393837 -0.00017173108266252521 0.0018727377619347574 0.00043008338523690016
leaf_weight=28 48 22 267 25 26 63 73 237 85 21 53 22 21 69 44 23 27 31 22 61 34 23 151 47 50 30 1438 22 37 21
leaf_count=28 48 22 267 25 26 63 73 237 85 21 53 22 21 69 44 23 27 31 22 61 34 23 151 47 50 30 1438 22 37 21
internal_value=0 0.00170211 0.00134494 0.00163424 0.00178835 0.00152294 0.00100764 0.00170114 0.000696602 0.00121311 0.000485211 -1.99695e-05 0.00175832 0.000768234 0.00114875 0.00185906 0.00184316 0.00136081 0.00188995 0.00111285 0.00057922 0.000418703 0.000938885 0.00152443 0.000388451 0.00186845 0.0018884 0.00187052 0.00111039 0.00149451
internal_weight=0 2756 536 313 2220 467 120 347 365 106 259 93 288 166 97 1753 1730 153 1577 126 65 71 223 284 72 1549 1519 1497 59 94
internal_count=3121 2756 536 313 2220 467 120 347 365 106 259 93 288 166 97 1753 1730 153 1577 126 65 71 223 284 72 1549 1519 1497 59 94
is_linear=0
shrinkage=0.0098578


Tree=2565
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 48 1 40 13 124 149 52 14 159 4 157 16 1374 9 1375 151 13 12 0 0 0 1 48 13 52
split_gain=2.75291 0.813815 0.821689 0.540391 0.473019 0.501724 0.457967 0.434742 0.409199 0.404629 0.343231 0.301616 0.461188 0.460309 0.299672 0.708637 0.389273 0.361551 0.369408 0.309921 0.378182 0.298315 0.298426 0.295465 0.283403 0.370837 0.335091 0.395181 0.278972 0.397632
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 0.14871000000000004 0.15471500000000002 0.051255000000000002 0.27266500000000005 -0.076779999999999987 0.07770500000000001 0.039215000000000007 -0.47013499999999991 0.10600500000000002 0.042705000000000007 0.10645500000000001 -0.36241499999999999 0.088460000000000011 0.081890000000000004 -0.092319999999999985 -0.044604999999999992 -0.084419999999999981 0.090695000000000012 -0.071924999999999989 -0.14649999999999996 -0.036484999999999997 0.10658000000000002 0.12118000000000002 0.030370000000000005 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 10 8 9 23 11 12 -2 -13 17 16 -16 18 19 20 -11 -18 -23 -4 26 -26 -14 -28 -21 -30
right_child=6 -3 4 -5 -6 -7 -8 -9 -10 14 -12 13 24 -15 15 -17 21 -19 -20 28 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00096070594428888836 0.0018283964444337558 0.00058289422999149116 0.0014327663428124553 0.0013831989307894253 0.0030113466177441434 1.2194669245747503e-05 -0.00052385414019333343 0.00049136543003309909 0.0029523964332083398 0.0017132945915755186 0.0019878834372077476 0.0019043096961261245 -0.00033484280788970958 -8.8447976601607758e-05 0.0022458011943739561 -0.00053369676082770006 0.00056552331946545882 0.0031805765800481554 0.0031787930117238824 0.0019005428926057593 -0.00022133167796132099 0.0023940201759778297 0.0013155854112682772 3.9181503895161602e-05 -0.00053226113490491972 0.00078034417824587236 0.0019976195809197576 4.1429175159296958e-05 0.0016461249335709724 6.5255956301111281e-05
leaf_weight=22 28 75 75 27 38 20 35 32 37 33 28 50 22 20 88 20 45 25 25 1675 20 42 128 25 72 42 35 20 296 21
leaf_count=22 28 75 75 27 38 20 35 32 37 33 28 50 22 20 88 20 45 25 25 1675 20 42 128 25 72 42 35 20 296 21
internal_value=0 0.00172354 0.00175529 0.000330833 0.00178168 0.00176376 0.000681244 0.0017773 0.00179341 0.00177638 0.000814299 0.000700595 0.000497833 0.00133495 0.001805 0.00149024 0.00162384 0.00185352 0.00183749 0.0018211 0.000983247 0.00136927 0.00158202 0.00108437 0.000302777 -4.86697e-05 0.0008231 0.00128628 0.00184339 0.0015414
internal_weight=0 2769 2694 49 2645 2607 352 2587 2555 2518 317 289 219 70 2418 323 303 2095 2070 2045 53 215 170 100 191 114 77 55 1992 317
internal_count=3121 2769 2694 49 2645 2607 352 2587 2555 2518 317 289 219 70 2418 323 303 2095 2070 2045 53 215 170 100 191 114 77 55 1992 317
is_linear=0
shrinkage=0.0111015


Tree=2566
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 42 14 47 0 1 4 1 39 2 1 47 14 16 1 4 159 151 15 16 3 0 2
split_gain=85.0544 13.8442 8.95343 8.40135 6.12426 4.58109 2.98169 2.53226 2.29929 1.92919 1.78361 1.50143 1.45642 1.23532 1.157 1.08872 1.25292 0.995041 1.03245 1.00313 1.15295 1.11436 0.993219 1.04833 1.42883 1.05649 1.01774 1.01579 0.909011 0.80698
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.40473500000000007 0.13501500000000002 -0.076394999999999977 0.062655000000000016 0.13082500000000002 -0.23091999999999999 0.091195000000000012 -0.17966999999999997 0.16540500000000002 0.084780000000000008 -0.0050599999999999994 0.12337000000000002 0.090100000000000013 -0.10708499999999999 -0.0024749999999999993 0.11551000000000002 0.038415000000000012 0.030370000000000005 -0.086769999999999986 -0.031204999999999997 -0.11118499999999999 -0.14186499999999996 -0.010949999999999998 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 9 -6 11 -5 12 14 -7 -1 -3 -4 -10 -17 18 19 -15 21 -21 23 24 -13 -25 -24 -26 -29 -14
right_child=1 2 10 8 6 7 -8 -9 15 -11 -12 22 29 17 -16 16 -18 -19 -20 20 -22 -23 26 25 27 -27 -28 28 -30 -31
leaf_value=0.0016003943201283956 0.0015168724314796565 0.0011533820650271305 0.00043641565181239817 0.0015093205606533419 0.001370936031353534 0.0010535387824846616 0.00081889385475022525 0.0010631936915262092 0.00058890793239739676 0.0018850293035481325 0.00089710678588437488 0.0010999691996069687 0.0011398517163162909 0.001009261157203907 2.1885060839928484e-05 0.00072366692247445542 0.0012573509852769878 0.0005684560723378273 0.0010791908259958536 0.00082938875494985569 0.00033305798426238757 0.00045761654294404215 0.0014741052800738106 0.0019812792820231555 0.0016841065578273955 0.0015613170016952988 0.0012386607018309759 0.0014890475542589867 0.0012253720995892619 0.001484620996725539
leaf_weight=1119 76 21 132 21 87 25 40 48 24 59 21 27 21 33 22 22 28 76 30 102 22 29 115 23 69 62 93 433 40 201
leaf_count=1119 76 21 132 21 87 25 40 48 24 59 21 27 21 33 22 22 28 76 30 102 22 29 115 23 69 62 93 433 40 201
internal_value=0 0.000843036 0.000759765 0.00150843 0.000887109 0.00152828 0.00119706 0.00143758 0.00102059 0.00158886 0.000439586 0.00145784 0.00157583 0.000761345 0.000377197 0.000881896 0.00102253 0.00073315 0.000791098 0.000744631 0.000687554 0.000747088 0.00146956 0.0015016 0.0014757 0.00167495 0.00136883 0.00149442 0.00146675 0.00145201
internal_weight=0 691 615 2430 440 2335 127 935 95 1400 175 887 1341 313 154 74 50 292 216 186 153 131 862 654 569 85 208 542 473 222
internal_count=3121 691 615 2430 440 2335 127 935 95 1400 175 887 1341 313 154 74 50 292 216 186 153 131 862 654 569 85 208 542 473 222
is_linear=0
shrinkage=0.00167351


Tree=2567
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 2 2 1 14 52 1 4 11 1 4 48 16 1 39 0 15 52 13 0 0 4 16
split_gain=125.249 14.6087 13.8211 8.46813 7.32288 6.41833 5.95112 4.91254 4.11271 3.37998 3.37249 3.20285 2.25119 1.88937 1.68371 1.63652 3.14501 3.13192 2.06653 1.54828 1.51049 1.29089 1.23908 1.18533 1.50263 1.03595 0.997456 0.994814 0.97861 0.958659
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.14122000000000004 -0.025214999999999998 0.089775000000000008 0.11177500000000001 0.077845000000000011 0.076175000000000007 0.048770000000000008 0.090540000000000023 -0.011209999999999999 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090225000000000014 -0.059624999999999991 0.122715 0.096625000000000016 -0.066689999999999985 0.040760000000000005 -0.07167999999999998 -0.47860499999999995 -0.081894999999999982 -0.14116499999999996 0.010840000000000001 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 20 7 8 21 11 -9 -4 13 25 -1 -11 16 29 -18 -19 27 -2 26 -15 24 -17 -7 -3 -16 -12 -10
right_child=1 5 10 -5 -6 12 -8 9 15 14 28 -13 -14 22 19 23 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021801489299122399 0.0019614397348284586 0.00078871239821844239 0.0019700814342449948 0.0013147871177127571 0.0011195810691927133 0.0005249292231171987 0.0014217105124604622 0.0017530492991048316 0.0020555852433283687 0.0015864040052724941 0.0013803054368331194 0.0025736261560832005 0.00089815376182592554 0.0020508496100407644 0.0014225123293276755 0.0022670784412638922 0.0020325757911101813 0.00090072467454880862 0.0016983838051742826 0.00067287395882904041 0.00149061469384724 0.00065879419697625462 0.0016274656316807904 0.002612735950039872 0.0017072558151622088 4.0005263085616979e-05 0.0011467183143210441 0.0009788120502078443 0.00095496066753211111 0.0019040492766139213
leaf_weight=1082 83 45 28 45 74 33 41 39 584 22 59 58 34 238 30 62 35 20 21 26 29 63 24 20 20 24 54 34 24 170
leaf_count=1082 83 45 28 45 74 33 41 39 584 22 59 58 34 238 30 62 35 20 21 26 29 63 24 20 20 24 54 34 24 170
internal_value=0 0.00114125 0.00204988 0.00207799 0.0015531 0.00095163 0.00209245 0.00107233 0.00210423 0.00130278 0.00143711 0.00216502 0.000536484 0.00214738 0.00114599 0.0020128 0.00198671 0.00164238 0.00130928 0.00103833 0.00183953 0.000857524 0.00201207 0.00222509 0.00213054 0.000320751 0.000983988 0.0011868 0.00125731 0.00202142
internal_weight=0 590 2531 2420 186 404 2375 313 2334 151 111 1402 91 1344 112 932 830 76 41 90 112 162 262 102 82 57 99 64 83 754
internal_count=3121 590 2531 2420 186 404 2375 313 2334 151 111 1402 91 1344 112 932 830 76 41 90 112 162 262 102 82 57 99 64 83 754
is_linear=0
shrinkage=0.00177594


Tree=2568
num_leaves=31
num_cat=0
split_feature=1 124 2 48 51 1 42 13 33 11 4 15 15 15 160 1424 39 13 49 2 1 0 1213 401 1456 0 16 156 157 16
split_gain=3.16839 0.802537 0.586913 0.494077 0.447715 0.631406 0.417631 0.4615 0.342216 0.370093 0.340392 0.327009 0.439638 0.383221 0.326759 0.314067 0.309657 0.307935 0.297923 0.280801 0.259829 0.418047 0.421347 0.385426 0.377155 0.371594 0.355016 0.341992 0.510443 0.403676
threshold=0.11690500000000002 -0.076779999999999987 0.10527500000000002 0.12933000000000003 -0.40274499999999996 0.16773500000000005 -0.0060199999999999993 -0.0093149999999999986 0.082285000000000011 0.095720000000000013 -0.15464999999999998 -0.080694999999999989 -0.11033999999999998 -0.07490999999999999 0.083670000000000008 1.0000000180025095e-35 0.084780000000000008 -0.081434999999999994 1.0000000180025095e-35 0.14285500000000004 0.086920000000000011 -0.23091999999999999 0.0036000000000000003 0.087110000000000007 -0.071109999999999993 -0.14832499999999996 -0.018494999999999998 0.088410000000000016 -0.082009999999999986 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 11 -2 10 -1 14 9 15 -6 12 18 -13 16 20 -8 -14 -4 -15 25 -22 23 24 -23 26 -3 29 -29 -27
right_child=4 2 3 -5 5 -7 7 -9 -10 -11 -12 13 17 19 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0020937585501946457 0.0022829637407209263 0.0024886726941312806 0.0010428703451356397 -0.00013738967418455505 0.0020358295912650407 -0.0012025980029603338 -0.00047906295877727295 -0.00052901752190503254 0.0035260333484100847 0.00051431873464735385 0.00074755806212355755 0.003256142731003732 0.0014267651952359569 0.0019244390211541587 0.0021501974480146614 0.003533408365020062 0.0013225198997754298 -0.00031586628960256213 0.0025955817816412461 0.00082221436243398586 0.00033960727887328337 0.0030392994117998469 0.00066708131794620217 0.003132632363119202 0.0018225526958432483 0.002207889105270552 0.0042363489264116028 2.155705554161304e-05 0.0019594673980035514 0.0013242588521725509
leaf_weight=46 27 69 32 20 30 21 20 27 22 20 311 26 24 259 31 20 35 31 34 35 23 37 33 38 417 1249 20 25 66 73
leaf_count=46 27 69 32 20 30 21 20 27 22 20 311 26 24 259 31 20 35 31 34 35 23 37 33 38 417 1249 20 25 66 73
internal_value=0 0.00196232 0.00201153 0.00163816 0.000848203 0.00074119 0.00116599 0.000788315 0.00209303 0.00207795 0.000860896 0.00171868 0.00120721 0.00191208 0.0012019 0.00209306 0.000667399 0.000444555 0.00184275 0.00179322 0.002079 0.00186373 0.0019305 0.00201524 0.00192171 0.00215755 0.00288141 0.00211195 0.00142707 0.0021591
internal_weight=0 2732 2573 461 389 362 159 113 2112 2090 341 441 121 320 86 2070 55 55 66 294 2050 548 525 492 454 1502 89 1413 91 1322
internal_count=3121 2732 2573 461 389 362 159 113 2112 2090 341 441 121 320 86 2070 55 55 66 294 2050 548 525 492 454 1502 89 1413 91 1322
is_linear=0
shrinkage=0.01155


Tree=2569
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 1 2 4 2 150 2 47 11 4 131 13 4 1447 0 15 10 447 1420
split_gain=267.643 44.08 27.0081 22.7265 15.6602 13.1142 9.61677 7.73044 7.09938 6.45038 6.15071 4.95134 4.58389 4.92088 4.36601 3.78193 3.53386 2.24801 1.83815 1.78266 1.43105 1.33113 1.22929 1.21194 1.14064 1.13685 1.10654 1.2359 1.07402 0.974294
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.14285500000000004 0.14753000000000002 0.089625000000000024 0.090425000000000019 0.27834500000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.089775000000000008 0.090100000000000013 1.0000000180025095e-35 -0.0070899999999999991 0.091440000000000007 -1.0000000180025095e-35 0.018150000000000003 -0.082869999999999985 0.11070500000000001 -0.41942499999999994 -0.38124499999999995 0.084065000000000015 -0.083604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 18 6 12 11 -5 20 16 14 17 15 -4 -14 19 28 -3 23 -6 -2 -16 25 -19 -7 -13 -28 29 -1
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 26 13 -15 22 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0027321763877481181 0.0023880388497322471 0.00086918191699689607 0.0010191204540625563 0.0019996165506549982 0.0023974310209761082 0.002187290187336289 0.0029137531730049895 0.0012192628363315485 0.00104890629599834 0.0010794468403390327 0.0013523842181140256 0.0002768224393860252 0.0015704809187363387 0.0013479579635097721 0.00026314481182951506 0.0022296673197113562 0.0014943711670144333 0.0025470018023149919 0.0013054657817181145 0.0024067960571079834 0.0018664357679337149 0.0018725218313824224 0.00068065158315330624 0.001941957432182022 0.0022073277325399651 0.001785124614055171 0.00015790295139540489 -0.00035598775872519025 0.0019854076754804205 0.0023768215967470249
leaf_weight=23 54 191 40 37 21 187 76 34 60 30 39 32 28 23 86 269 30 31 33 49 50 20 27 149 407 23 25 30 20 997
leaf_count=23 54 191 40 37 21 187 76 34 60 30 39 32 28 23 86 269 30 31 33 49 50 20 27 149 407 23 25 30 20 997
internal_value=0 0.0010058 0.000852253 0.00222126 0.00118506 0.00225467 0.00231899 0.000457497 0.00141155 0.00174308 0.00200197 0.00034958 0.00229385 0.00210862 0.000534463 0.00216752 0.00205981 0.00233395 0.000933456 0.00210139 0.00202349 0.00224871 0.000362903 0.0020597 0.00223137 0.00214324 2.44398e-05 -0.000122401 0.00237715 0.00238483
internal_weight=0 673 599 2448 325 2351 1874 274 97 101 477 240 1798 320 153 297 438 1478 224 408 71 74 113 359 438 210 87 55 1040 1020
internal_count=3121 673 599 2448 325 2351 1874 274 97 101 477 240 1798 320 153 297 438 1478 224 408 71 74 113 359 438 210 87 55 1040 1020
is_linear=0
shrinkage=0.00170698


Tree=2570
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 132 4 47 52 1 124 14 13 50 15 0 16 4 3 3 49 3 0 1 31
split_gain=151.28 18.1117 16.8288 9.86851 8.54294 7.93091 5.38064 4.90635 5.33417 4.75781 3.37273 2.86393 2.71817 2.30308 2.97507 2.00021 1.99823 1.93675 1.78253 1.76702 1.70638 2.27011 1.65829 2.60863 1.49108 1.4831 1.45248 1.34891 1.27383 1.22527
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.082150000000000015 0.033845000000000007 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.076175000000000007 -1.0000000180025095e-35 0.041865000000000006 0.13592500000000005 -0.11173999999999999 -0.43320999999999993 -0.059649999999999988 0.092670000000000016 -0.10115999999999999 -0.012034999999999999 0.12745000000000004 -0.079119999999999982 0.12958500000000003 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 7 16 29 28 -6 12 19 22 14 15 -11 20 -10 -7 27 21 -4 -1 -24 -13 -2 -19 -8 -9 -3
right_child=1 5 6 -5 9 18 11 8 17 13 -12 24 -14 -15 -16 -17 -18 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017182351229127158 0.0010652847306466984 0.00059088151330554859 0.0017136833261965647 0.00071927532102238599 0.0016882091835342477 7.6121948485964613e-05 0.0017465232298224276 0.0015745681353953665 0.00057013900818030767 0.00087372783750550541 0.00093569833274814002 0.0010054956829301678 0.0020076780440902208 0.0014500874662557476 0.00070805028647099677 0.0014214443986400491 0.0020644275663725532 0.00072093858918815309 0.00056812102011268234 0.001210073625982285 0.0017489037108955616 0.0010706967456282877 0.0015228859429714972 0.00091958313739746067 0.0014576177254972287 0.0015298144760580359 0.0011755375375076436 0.0015982050813630156 0.0010354531666543637 0.00022865936657547877
leaf_weight=67 20 41 35 74 28 75 216 22 104 30 20 20 33 23 73 34 46 42 23 23 1156 21 93 21 136 92 28 456 20 49
leaf_count=67 20 41 35 74 28 75 216 22 104 30 20 20 33 23 73 34 46 42 23 23 1156 21 93 21 136 92 28 456 20 49
internal_value=0 0.000758169 0.00162752 0.00115739 0.00134569 0.000574368 0.00168391 0.000696957 0.000823326 0.00110027 0.00154286 0.00158896 0.0015996 0.000997379 0.000921377 0.0011647 0.00174814 0.000703959 0.000191591 0.00163146 0.00173614 0.00147256 0.0015252 0.00141175 0.00139965 0.00144686 0.000902778 0.00164588 0.00131785 0.000393672
internal_weight=0 590 2531 186 422 404 2109 306 216 188 234 851 214 160 137 64 1258 174 98 695 1212 56 181 114 156 112 70 672 42 90
internal_count=3121 590 2531 186 422 404 2109 306 216 188 234 851 214 160 137 64 1258 174 98 695 1212 56 181 114 156 112 70 672 42 90
is_linear=0
shrinkage=0.00154607


Tree=2571
num_leaves=31
num_cat=0
split_feature=1 4 155 157 4 2 2 147 376 3 3 484 16 3 13 3 13 133 150 133 2 43 3 3 39 2 159 403 157 2
split_gain=4.11474 1.00904 0.604879 0.511079 0.473737 0.487659 0.442907 0.440551 0.412351 0.495158 0.631493 0.418463 0.37999 0.47733 0.32737 0.321998 0.470156 0.308882 0.678475 0.529935 0.440624 0.849808 0.423802 1.25668 0.416319 0.359934 0.33348 0.425852 0.434396 0.297512
threshold=0.10337500000000001 0.26790000000000008 0.10158500000000002 -0.09416999999999999 0.40124500000000002 0.092120000000000021 0.25063000000000007 0.094075000000000006 0.084815000000000015 0.13524500000000003 0.0068900000000000012 -0.073334999999999984 -0.088704999999999992 -0.014944999999999998 -0.42195999999999995 -0.13309499999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.083555000000000004 0.089595000000000022 0.10188000000000001 -0.085474999999999982 -0.14186499999999996 -0.10831999999999999 -0.020804999999999994 0.10855000000000002 0.03981500000000001 -1.0000000180025095e-35 -0.051074999999999988 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 15 8 9 10 11 -5 -13 -14 -11 -3 -17 18 22 20 21 -19 25 -24 -25 -7 27 -26 -29 -30
right_child=1 6 -4 7 -6 17 -8 -9 -10 14 -12 12 13 -15 -16 16 -18 19 -20 -21 -22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=0.0029370391666931291 -0.00044779606138043858 0.0019630060017696441 0.0033331174338404866 0.0042686791435056163 0.00067362081464055238 0.004238205727041513 -0.00094146303937842448 -0.0001429863669936289 0.00052023821857396613 0.0025853257033679293 0.0048496031842825763 0.0034224766120406918 0.0022088898827535021 0.00011424495951746549 0.00047918831048761855 0.0010424371542659431 -0.0011646806790507468 0.0068545414465344843 7.7180460454250822e-05 0.00247680601787582 0.0027638035168261982 0.0030328725930751648 -0.0013039330635029342 0.00040273719974725559 0.0042119969612697938 0.0019355403600218968 0.0035305890423524425 0.00041065444603229003 0.0017830588554726627 0.0029196710890386449
leaf_weight=1580 20 67 61 20 22 42 24 20 32 23 23 33 89 30 45 209 22 21 28 274 51 28 20 20 22 21 57 27 94 96
leaf_count=1580 20 67 61 20 22 42 24 20 32 23 23 33 89 30 45 209 22 21 28 274 51 28 20 20 22 21 57 27 94 96
internal_value=0 0.00153235 0.00201781 0.00177831 0.00277132 0.0027907 0.000935319 0.00191965 0.00205949 0.00224677 0.00261474 0.00231589 0.00205895 0.00168083 0.00119156 0.00108647 0.000832235 0.00250205 0.00223812 0.00280338 0.0036982 0.00467073 0.00238977 0.0021871 0.00240806 0.00347065 0.00254355 0.00230815 0.00211513 0.00235735
internal_weight=0 718 396 335 2403 2381 322 315 295 263 195 172 152 119 68 298 231 801 427 374 100 49 399 336 316 63 296 239 217 190
internal_count=3121 718 396 335 2403 2381 322 315 295 263 195 172 152 119 68 298 231 801 427 374 100 49 399 336 316 63 296 239 217 190
is_linear=0
shrinkage=0.0143609


Tree=2572
num_leaves=31
num_cat=0
split_feature=1 4 155 150 0 4 2 1 133 0 14 16 4 106 133 1212 11 13 43 1212 1212 52 3 2 15 3 483 1453 1451 0
split_gain=3.33335 0.83543 0.543082 0.416045 0.54745 0.384884 0.402699 0.37351 0.357219 0.352031 0.340823 0.737043 0.714167 0.308817 0.302777 0.414165 0.354046 0.359277 0.616674 0.578957 0.423468 0.386104 0.375435 0.359205 0.436653 0.356296 0.326683 0.423271 0.325156 0.30133
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 0.092390000000000014 -0.026509999999999995 0.40124500000000002 0.092120000000000021 0.15471500000000002 0.085635000000000003 -0.13843999999999998 -0.10708499999999999 -0.42170999999999997 0.51303500000000013 0.016890000000000006 -0.14757499999999998 0.085870000000000016 0.080705000000000013 -0.089109999999999981 0.05259500000000001 -1.0000000180025095e-35 -0.084689999999999988 0.086965000000000015 -0.14847999999999997 0.084550000000000014 0.08517000000000001 -0.083924999999999986 -0.070084999999999981 -0.013154999999999998 0.080930000000000016 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 6 14 10 9 -2 12 13 -3 -12 15 -1 17 18 21 20 25 23 -21 24 -16 -19 28 -28 -24 -6
right_child=1 7 -4 -5 29 -7 -8 -9 -10 -11 11 -13 -14 -15 16 -17 -18 19 -20 22 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0023122082706763919 0.001088902152414827 0.0021908235499627647 0.0023980888926507776 0.00042276596104753026 -0.00074978725902730093 0.00047803092259286859 0.0017749689925460805 -0.00044589339780481496 0.00071307359090345068 0.0021469648388333399 0.00068023882825983832 -0.00090052403236395352 -1.9475059985444447e-05 0.0021514391287090354 0.00073388062537192418 0.0039312240966204491 0.0032529710183942062 0.0014393815695646491 -0.000141683608679401 0.00051259532439381847 0.0044245018942118148 0.00085123943552317563 0.0030767684686456701 0.0031363773804261 0.0029087505601703961 0.003415231609638142 0.0005859481809303062 0.0020219947002071909 0.0014342940088213807 0.0011321634471475586
leaf_weight=130 56 53 63 63 20 22 795 35 43 144 142 37 29 21 29 24 30 22 25 21 21 37 68 34 20 25 27 1041 20 24
leaf_count=130 56 53 63 63 20 22 795 35 43 144 142 37 29 21 29 24 30 22 25 21 21 37 68 34 20 25 27 1041 20 24
internal_value=0 0.00109465 0.00143025 0.00125604 0.00143895 0.00196886 0.0019827 0.000657405 0.0016494 0.00185071 0.000794339 0.000542274 0.00140913 0.00086978 0.00208763 0.00256452 0.00203591 0.00200964 0.00147619 0.00207177 0.00308767 0.00181325 0.00201307 0.0022421 0.00162158 0.00249037 0.00204033 0.00198569 0.00270348 0.000276731
internal_weight=0 730 413 350 287 2391 2369 317 243 200 282 200 82 163 1574 154 1420 1390 145 1245 68 120 1177 83 49 47 1156 1068 88 44
internal_count=3121 730 413 350 287 2391 2369 317 243 200 282 200 82 163 1574 154 1420 1390 145 1245 68 120 1177 83 49 47 1156 1068 88 44
is_linear=0
shrinkage=0.0113235


Tree=2573
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 2 2 4 1 52 457 12 4 13 4 52 131 15 1 52 47 12 51 0
split_gain=156.651 24.4563 14.8112 14.0764 9.22918 8.18314 6.16895 4.84758 4.82372 3.97516 3.87792 3.82105 2.49167 2.72316 1.89556 1.40831 1.26461 1.9492 1.15055 1.14487 1.12429 1.10367 1.03696 1.29975 1.48462 1.03092 1.02326 0.95223 0.925683 0.872041
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.092845000000000025 0.11474000000000002 0.14285500000000004 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.083570000000000019 0.086915000000000006 0.038415000000000012 -1.0000000180025095e-35 -0.0070899999999999991 1.0000000180025095e-35 0.082750000000000004 -0.41396999999999995 0.14173500000000003 -0.16675999999999999 0.090100000000000013 0.10124000000000001 -0.085989999999999997 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 9 12 14 -5 20 13 -4 -1 -11 18 -18 29 -15 -6 -20 23 -14 -25 -9 28 -22 -3 -17
right_child=1 2 8 10 11 -7 -8 25 -10 15 -12 -13 22 19 -16 16 17 -19 21 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.002153205297139377 0.0020434054960095289 0.00057865009823756478 0.0010794569965283582 0.0018096719855460683 0.0022072882099260934 0.0013123284880968273 0.0011544294049530086 0.0021424536938403748 0.0012203495511783409 0.0022768263723179998 0.0010640164997293778 0.00099592649500279836 0.00047844772215106541 0.00040731774068114497 0.0019692445500646182 0.0020203782478502223 0.0012676751826658816 0.0020302118584565043 0.0017332341617632874 0.0008534797930404395 0.0019190731341254875 0.0020035392701754557 0.00066586339794748176 0.00033275302870414657 -0.00031810737866448755 0.0026127583667689839 0.0012692373019977626 0.0014439094412267339 0.00097353915800850021 0.0016352472596071397
leaf_weight=1117 71 22 39 37 20 48 24 20 37 45 60 23 33 77 220 545 22 22 117 25 31 86 20 23 23 65 34 25 170 20
leaf_count=1117 71 22 39 37 20 48 24 20 37 45 60 23 33 77 220 545 22 22 117 25 31 86 20 23 23 65 34 25 170 20
internal_value=0 0.0010379 0.000919306 0.0020247 0.00118162 0.0020526 0.00206803 0.00207765 0.000611535 0.0020612 0.00134844 0.00164284 0.000517676 0.000672335 0.00212294 0.00196489 0.00194761 0.00164894 0.00196472 0.000516671 0.00183862 0.00184775 0.000297403 0.000204122 7.32283e-06 0.0025021 0.000979584 0.00170695 0.000928291 0.00200675
internal_weight=0 673 602 2448 325 2351 2303 2279 277 2194 97 99 240 141 1337 857 812 44 768 102 76 203 99 79 46 85 226 56 192 565
internal_count=3121 673 602 2448 325 2351 2303 2279 277 2194 97 99 240 141 1337 857 812 44 768 102 76 203 99 79 46 85 226 56 192 565
is_linear=0
shrinkage=0.00181146


Tree=2574
num_leaves=31
num_cat=0
split_feature=1 3 12 4 15 151 132 1 124 12 40 42 2 16 0 34 10 2 11 43 1455 1453 1453 4 48 48 0 475 474 13
split_gain=3.35157 0.810658 0.5601 0.556268 0.456457 0.585582 0.4522 0.414207 0.409176 0.383116 0.719978 0.370617 0.342477 0.511675 0.339212 0.396587 0.460981 0.390348 0.326676 0.297735 0.290659 0.386892 0.306439 0.295813 0.436764 0.436197 0.405355 0.342022 0.473387 0.589673
threshold=0.10337500000000001 0.31370500000000007 -0.010834999999999999 -0.011559999999999999 -0.015744999999999999 0.050660000000000004 0.10365500000000001 0.14754500000000001 -0.076779999999999987 -0.10022999999999999 -0.063404999999999989 -0.0060199999999999993 0.13404500000000005 0.13751500000000003 -0.14723999999999998 -0.021334999999999996 -0.0087699999999999983 0.13622000000000004 0.095720000000000013 -0.080324999999999994 -0.23681499999999997 -0.13306499999999996 -0.084064999999999987 -0.082249999999999976 0.092475000000000016 0.078735000000000013 -0.046359999999999991 -0.084169999999999981 0.083685000000000023 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 9 -4 5 -5 7 -3 11 -2 14 -1 18 -14 -11 16 -16 -17 20 -13 -10 -22 -23 24 25 -24 27 28 -25 -30
right_child=1 6 3 4 -6 -7 -8 -9 12 10 -12 19 13 -15 15 17 -18 -19 -20 -21 21 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0018157664154736656 0.0018461515307162124 0.00016887919830976589 0.0017844114648327724 0.0010122803430288876 -6.531961139052347e-05 0.0026668378577566934 0.0011723146741944319 -0.0014918267906462799 0.0025833859974989742 -0.00022645007519367721 -0.00056845747387459394 0.0011127935024866974 7.4810697630621188e-06 0.0020327459421849246 0.001409058266059898 0.0024022850475055001 -0.00046571912625320788 0.00079655734281604794 0.00049554059474070497 -0.00036417670718321836 0.00038085721282767829 0.0029432632513290429 0.0019382762026303099 0.0014017617363271449 0.00066080091324868253 0.0033863684507988989 0.00040482720446048572 0.0016476206776891036 0.0037909024831139339 0.0020759951201313113
leaf_weight=39 23 54 141 216 33 23 29 20 41 23 46 36 27 22 25 31 26 28 20 21 20 21 540 54 25 21 24 1395 27 70
leaf_count=39 23 54 141 216 33 23 29 20 41 23 46 36 27 22 25 31 26 28 20 21 20 21 540 54 25 21 24 1395 27 70
internal_value=0 0.000938318 0.00107387 0.00128193 0.00102145 0.00117151 0.000128933 -0.00027996 0.00170588 0.000648496 0.000494608 0.00107529 0.00173212 0.000916784 0.000862285 0.00108993 0.000453289 0.00164024 0.00174981 0.000568647 0.00176102 0.00174567 0.00175821 0.00174667 0.00193567 0.00199248 0.00167612 0.00169586 0.00214152 0.00255334
internal_weight=0 718 615 413 272 239 103 74 2403 202 179 96 2307 49 133 110 51 59 2258 57 2238 2197 2177 2156 586 561 1570 1546 151 97
internal_count=3121 718 615 413 272 239 103 74 2403 202 179 96 2307 49 133 110 51 59 2258 57 2238 2197 2177 2156 586 561 1570 1546 151 97
is_linear=0
shrinkage=0.0098578


Tree=2575
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 0 2 42 0 2 34 15 52 4 13 16 16 52 50 48 4 12 39 2 12 3
split_gain=77.5025 13.5076 8.84748 6.5146 4.52487 3.86239 3.41832 2.9907 2.51293 2.16673 2.1424 1.89592 1.8822 1.75963 2.18787 1.75825 1.5443 1.95157 1.47259 1.4098 1.3717 1.15511 1.01159 1.06112 1.02072 1.02075 0.976385 1.02361 0.922347 0.896768
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.033845000000000007 -0.11173999999999999 0.11474000000000002 -0.0060199999999999993 -0.07929499999999999 0.13754500000000003 -1.0000000180025095e-35 -0.098289999999999975 1.0000000180025095e-35 0.24564500000000003 -0.016469999999999995 -0.14771999999999999 -0.039889999999999988 0.12492500000000002 0.089465000000000017 0.093265000000000015 -0.49013999999999996 0.08401500000000002 0.084780000000000008 -0.0050599999999999994 0.098810000000000023 -0.089819999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 13 9 15 28 -5 -11 14 -4 -1 17 19 -16 -10 -17 -3 23 24 -14 -26 -13 -28 -6 -24
right_child=1 2 7 11 10 -7 -8 -9 16 12 -12 26 22 -15 18 20 -18 -19 -20 -21 -22 -23 29 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014383699708044179 0.0012998527070800119 0.00062534345193166949 0.00019363038879592032 0.0012727321017813298 0.0013411184588276422 0.00085385903331909206 0.0016031076089050415 0.00081326366598221214 0.0014167964488591368 0.0013537274111014499 0.00063117969657441376 0.00049134187239416576 0.0013813814716096551 0.00020186382750470629 0.00045466911399515521 0.00074059514850002936 0.0012998648616678711 0.00068975504647775633 0.00088355904037526792 0.0010569154694693003 0.0012093894594567116 0.0010137964646393862 0.0016556380663861477 0.00096702954687010118 0.00090739368908160551 0.0012246017362968658 0.00062668298677095286 0.0010723286317972994 0.0010086859419936299 0.0013139570088824043
leaf_weight=22 76 215 45 22 38 48 84 37 33 1177 23 23 96 114 50 37 106 28 31 123 25 20 22 37 26 360 22 28 42 111
leaf_count=22 76 215 45 22 38 48 84 37 33 1177 23 23 96 114 50 37 106 28 31 123 25 20 22 37 26 360 22 28 42 111
internal_value=0 0.000684947 0.000608959 0.00127175 0.000776832 0.00128789 0.001297 0.000404117 0.00128533 0.00130566 0.00104703 0.000874876 0.00131681 0.00034104 0.000466962 0.00106287 0.00115122 0.00106559 0.000618812 0.00113304 0.000929625 0.000658403 0.00125018 0.00121935 0.00123872 0.00120324 0.000754974 0.000876245 0.00116659 0.00137048
internal_weight=0 691 615 2430 338 2335 2287 277 2203 1913 103 95 1829 240 126 84 290 184 81 156 62 235 652 519 482 386 73 50 80 133
internal_count=3121 691 615 2430 338 2335 2287 277 2203 1913 103 95 1829 240 126 84 290 184 81 156 62 235 652 519 482 386 73 50 80 133
is_linear=0
shrinkage=0.00154607


Tree=2576
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 4 47 2 2 4 2 52 1 457 12 15 160 3 47 14 4 52 159 3 131 131
split_gain=113.812 18.7773 10.9654 10.5835 6.53962 5.24204 4.85984 4.40335 3.36566 3.25779 3.08742 2.76107 2.06438 2.46409 1.63527 1.36027 1.32047 1.16789 1.71266 1.15303 1.08384 1.02615 0.984336 0.980002 0.952763 1.0191 0.879666 1.22786 0.816202 0.810693
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.40124500000000002 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.094835000000000017 -0.56176499999999996 0.091195000000000012 0.080930000000000016 0.086915000000000006 -0.086849999999999997 -0.067824999999999983 -0.010424999999999999 0.090100000000000013 0.097795000000000007 0.033845000000000007 1.0000000180025095e-35 0.0089800000000000019 -0.091054999999999983 0.091440000000000007 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 22 6 8 14 11 -6 12 16 13 -4 -1 -13 -5 24 -19 -16 -15 -22 -3 -10 26 -26 -17 -28 -2 -14
right_child=1 2 10 5 9 -7 -8 -9 23 -11 -12 15 29 20 19 17 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0021591331844109376 0.0021034942829999729 0.001087355620495431 0.00126081977478026 0.0020813896402867515 0.0018601765932063346 0.0012266592706476876 0.0013989879605984989 0.0012169528857493587 0.0024508564439357497 0.0011797835386072732 0.0013128417792929725 0.0022206907996897987 0.00049657436259105024 0.0010824596869780376 0.0019526631333679945 0.0019442830201093191 0.0019349571023092147 0.0013228371123445129 0.0019890217583531274 0.0014269621350753805 0.00089718215174399308 0.00050088192162336931 0.0014024672097758448 0.0020202808857639476 0.0017198653684996452 0.0019735594246965134 0.0018369015849288245 0.0023536830337305553 0.0016998197059548193 0.00088129541329747311
leaf_weight=26 54 192 39 1111 70 25 37 69 67 29 34 45 79 23 20 491 214 23 22 31 32 47 34 20 109 80 21 37 20 20
leaf_count=26 54 192 39 1111 70 25 37 69 67 29 34 45 79 23 20 491 214 23 22 31 32 47 34 20 109 80 21 37 20 20
internal_value=0 0.00118318 0.00108296 0.00197578 0.00129502 0.00200405 0.00201258 0.00153011 0.00202272 0.00166087 0.00083143 0.00200942 0.00076323 0.000895885 0.00181073 0.00193209 0.00205774 0.0019155 0.00164853 0.00163312 0.000756351 0.000661409 0.00113476 0.00235187 0.00193178 0.00182725 0.00196777 0.00216657 0.00199439 0.000574296
internal_weight=0 673 599 2448 325 2302 2277 146 2240 99 274 2153 240 141 77 828 1325 783 45 51 102 79 226 87 738 189 549 58 74 99
internal_count=3121 673 599 2448 325 2302 2277 146 2240 99 274 2153 240 141 77 828 1325 783 45 51 102 79 226 87 738 189 549 58 74 99
is_linear=0
shrinkage=0.00170698


Tree=2577
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 16 4 4 2 2 4 47 14 52 1 124 0 12 43 2 10 16 157 16 0 2 0
split_gain=133.619 16.5557 14.7098 9.44062 9.01805 5.75415 5.12279 4.33573 4.14065 3.93961 3.57574 3.25335 2.55827 2.54842 2.04037 2.01777 1.96925 2.72754 1.98899 1.94783 2.67607 1.28075 1.21079 2.02412 1.18566 1.61956 1.37688 1.16842 1.14189 1.63307
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.090285000000000018 -0.17966999999999997 -0.034884999999999992 0.40124500000000002 0.033845000000000007 0.11389000000000002 0.13754500000000003 0.49041500000000005 0.077555000000000013 0.076175000000000007 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.097024999999999986 0.13597000000000004 -0.082689999999999986 0.10803500000000001 -1.0000000180025095e-35 -0.039889999999999988 -0.080299999999999996 -0.36241499999999999 -0.23001499999999997 0.088745000000000004 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 12 15 -6 -7 -5 19 14 13 -3 24 28 17 18 -9 -8 -21 -19 23 -2 26 -26 -1 -23 -4 -30
right_child=1 5 6 9 7 8 10 16 -10 -11 -12 -13 -14 -15 -16 -17 -18 21 -20 20 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0020386858986373322 0.001016178555877147 0.0012188546704255438 0.0020590815751995936 0.0018551776164005334 0.001963545618242679 0.00087877913480615875 0.0022905523162287549 0.001144825848947475 0.0016375619674269439 0.0011725219365329922 0.0016738126926016629 0.0012639501897828604 0.00047459944607626905 0.00067745815780388945 0.0022813371587535602 0.0023739876826381072 0.0017129535925910939 0.0012329639160846213 0.0017130685324242031 0.0019302133564074639 0.0013950698242814216 0.0010818172631319525 0.0010223817888124999 0.0016935782084502664 0.0016325593257465114 0.002079362388240775 0.0015520053216074969 0.00053857449098315669 0.0014954031928637941 0.0019738095564193064
leaf_weight=21 25 31 835 89 28 49 37 30 30 29 171 22 102 82 33 46 23 32 34 735 25 20 132 21 29 76 53 21 20 240
leaf_count=21 25 31 835 89 28 49 37 30 30 29 171 22 102 82 33 46 23 32 34 735 25 20 132 21 29 76 53 21 20 240
internal_value=0 0.00106605 0.00191609 0.00133459 0.00164195 0.000795688 0.00197094 0.00137961 0.00116692 0.00168741 0.00188487 0.00185272 0.00065928 0.000825983 0.00191381 0.00204396 0.00127743 0.00120431 0.0014467 0.00193016 0.00191261 0.000991798 0.0011007 0.00132543 0.00184606 0.00195596 0.00169012 0.000803571 0.0020301 0.00193701
internal_weight=0 590 2531 296 422 294 2109 188 79 118 968 234 215 113 212 1141 160 137 64 797 760 73 178 46 179 105 74 41 1095 260
internal_count=3121 590 2531 296 422 294 2109 188 79 118 968 234 215 113 212 1141 160 137 64 797 760 73 178 46 179 105 74 41 1095 260
is_linear=0
shrinkage=0.00160853


Tree=2578
num_leaves=31
num_cat=0
split_feature=1 52 52 1 12 1 50 15 457 0 43 3 42 2 1 0 2 11 52 131 51 2 480 50 16 50 52 156 1429 2
split_gain=4.37136 0.787561 0.843863 0.671224 0.544289 0.524498 0.616538 0.537263 0.499439 0.482832 0.44249 0.471702 0.433794 0.431485 0.656201 0.396823 0.680612 0.509984 0.466902 0.396476 0.367662 0.356886 0.349781 0.428985 0.661588 0.412595 0.414831 0.46998 0.862449 0.532559
threshold=0.10920500000000001 -0.23375999999999997 -0.16675999999999999 0.091195000000000012 -0.010834999999999999 0.14262000000000002 0.14026500000000003 -0.41396999999999995 0.062030000000000009 -0.055064999999999996 0.070450000000000013 -0.14847999999999997 0.090545000000000014 0.088850000000000012 0.08864000000000001 0.062580000000000011 0.10672500000000001 1.0000000180025095e-35 0.090645000000000017 0.096070000000000016 -0.18912999999999996 0.10276500000000001 -0.085809999999999984 0.10803500000000001 -0.069894999999999985 0.10450500000000001 0.11639500000000001 0.087205000000000019 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 13 -5 6 10 -7 20 -9 11 -4 -2 22 15 17 18 -15 -17 -13 -6 -10 -1 25 -25 26 27 28 -24 -29
right_child=1 2 5 4 8 7 -8 9 21 -11 -12 19 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.0041122604938971163 0.0033919076751644825 -0.0012280241558333754 -0.00032149277559316791 0.0012585051430974682 0.0039370514153044068 0.0012176692204961799 0.0034160853977703459 0.00062200579817287612 0.0021509939348281371 -0.0020712625020721728 0.0026060668833621306 0.0011300070346947125 0.0014613531014700603 0.0024201515853568695 0.00039128582284398219 0.0010388581191467722 -0.00021132241185532578 0.004073407479285614 0.0034650053701446347 0.0027447227699015221 0.0023029445052419068 5.8477171370043525e-05 0.0027786185075721003 0.0028524564335145647 0.00033241611336925749 0.0044781152862278448 0.0015886623252169285 0.00039820389401928495 0.0048017477404614798 0.0024531053439888146
leaf_weight=26 36 23 31 105 22 46 21 20 24 20 33 265 34 839 25 22 23 29 26 25 346 25 777 34 29 20 48 24 33 90
leaf_count=26 36 23 31 105 22 46 21 20 24 20 33 265 34 839 25 22 23 29 26 25 346 25 777 34 29 20 48 24 33 90
internal_value=0 0.00123902 0.00106327 0.00243954 0.00204725 0.00117759 0.00137558 0.000314275 0.00224585 -0.000724628 0.00125453 0.00111559 0.00245421 0.00253968 0.00235114 0.00240332 0.00152232 0.00247539 0.00235302 0.00126921 0.00240064 0.00108338 0.00270781 0.0026732 0.00169244 0.00273548 0.00269963 0.00275734 0.00286104 0.00202049
internal_weight=0 554 484 2567 522 461 375 86 417 40 354 321 70 2045 964 939 71 868 48 290 368 49 1081 1055 63 992 972 924 810 114
internal_count=3121 554 484 2567 522 461 375 86 417 40 354 321 70 2045 964 939 71 868 48 290 368 49 1081 1055 63 992 972 924 810 114
is_linear=0
shrinkage=0.0122569


Tree=2579
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 0 49 1 4 4 1 40 1 4 0 4 3 43 52 52 16 4 133 50
split_gain=136.326 22.0927 11.691 10.1145 7.65306 6.70792 5.14075 4.91875 3.75086 3.65198 3.31988 2.34792 4.87247 2.52679 2.38891 2.08894 1.73878 1.55837 1.55426 2.00653 1.49719 2.15234 1.66328 1.40908 1.32149 1.56802 1.48085 1.36942 1.37008 1.22215
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14960000000000004 0.10613000000000002 0.077845000000000011 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0061450000000000003 -0.15464999999999998 0.122715 -0.077474999999999988 0.12408500000000001 0.42642000000000008 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 -0.080324999999999994 -0.56176499999999996 0.039215000000000007 0.19444000000000003 0.24564500000000003 0.11667000000000001 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 17 11 24 -8 -4 12 13 -1 20 -11 -2 -3 19 -17 -13 -22 -23 -12 -7 27 -27 28 -26 -6
right_child=1 4 10 -5 29 8 9 -9 -10 15 23 14 -14 -15 -16 18 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018993836025303023 0.0018375709743744131 0.00087752907050935199 0.0018256819249837897 0.001044178773118812 0.00037067429848791709 0.0021085857976566899 0.0014769644160882653 0.002391069536994988 0.0011565442641399179 0.0014969390884200919 0.0013081730477990333 0.0020292392336179362 0.0022952440161104716 0.0013867182992300412 0.0017464933483252931 0.00092743453833672338 0.0013906200521396459 0.00046158869011262511 0.00071070292286739114 0.0013957948726300053 0.0024241571044400501 0.0015266132334186876 0.0019174418309228665 0.00078821432124616137 0.0017751643481997634 0.0019442258698893979 0.0014893500651791973 0.0012826597291555818 0.0013848808345145217 0.00080299863922003571
leaf_weight=43 122 48 28 85 75 34 57 76 26 21 47 1141 35 65 108 97 29 49 52 33 21 32 349 20 179 155 22 21 28 23
leaf_count=43 122 48 28 85 75 34 57 76 26 21 47 1141 35 65 108 97 29 49 52 33 21 32 349 20 179 155 22 21 28 23
internal_value=0 0.00108955 0.00191544 0.00149689 0.000878265 0.00193839 0.00098975 0.00198224 0.00176204 0.00111001 0.00135124 0.00196492 0.00176324 0.00159084 0.00198239 0.00100697 0.00175173 0.000667415 0.000950434 0.00104633 0.0019989 0.0019128 0.00188462 0.00115296 0.0017979 0.00177182 0.00188769 0.00168187 0.00172237 0.000472138
internal_weight=0 691 2430 236 455 2335 357 1870 465 260 95 1794 143 108 1651 203 151 97 182 130 1543 402 381 67 439 405 177 228 207 98
internal_count=3121 691 2430 236 455 2335 357 1870 465 260 95 1794 143 108 1651 203 151 97 182 130 1543 402 381 67 439 405 177 228 207 98
is_linear=0
shrinkage=0.0016407


Tree=2580
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 47 1 457 2 14 4 43 2 3 158 0 15 0 4 2 52 4 1 16 4 13 52 43 12
split_gain=129.021 15.3788 14.2746 13.167 8.50023 4.87085 3.9149 3.75236 3.63973 3.77226 3.36004 2.3065 2.021 2.35891 1.83264 1.79942 1.62763 2.31764 1.58855 1.83681 1.53024 1.50574 1.87922 1.46802 1.41934 1.23608 1.23052 1.39393 1.15288 1.07883
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.40124500000000002 0.13082500000000002 0.092845000000000025 0.080930000000000016 0.14122000000000004 0.076975000000000002 0.033845000000000007 -0.025214999999999998 0.11177500000000001 -0.22605499999999998 0.085030000000000008 -0.11173999999999999 -0.097454999999999986 -0.085669999999999982 -0.55119499999999988 -1.0000000180025095e-35 0.039215000000000007 0.24564500000000003 0.16540500000000002 0.11346000000000002 -0.020529999999999996 -0.0075049999999999987 -0.023194999999999997 -0.080324999999999994 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 10 29 23 -4 9 14 11 16 -2 -14 -6 -13 17 -1 -18 -20 -21 22 -16 -3 -23 -19 -15 -28 -9 -5
right_child=1 6 7 5 8 -7 -8 28 -10 -11 -12 15 13 26 21 -17 18 25 19 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024177205831149204 0.00090215555244275482 0.00065031150871281383 0.0019231350962398612 0.0023284382112213065 0.0022814058152525241 0.0011891066128547636 0.001352398231427115 0.0013476517421316813 0.0013615215930923383 0.0014189086109384138 0.0025694536943524512 0.0018478354301560745 0.0016812917706799835 0.00089685479624656379 0.0019120569435763079 0.0023329140450364279 0.0022743535823973281 0.0020498956067573192 0.0026930053434902957 0.001634897310110328 0.0021511666237696092 0.0021593249837318822 0.0013530156138308984 0.00013586212229748458 0.0016727453903836824 0.0014919068193338476 0.0016837505373710048 0.0010910890847993517 0.00083610081234195195 0.0018779271466737078
leaf_weight=23 116 136 37 23 69 36 26 53 38 41 72 125 31 52 191 33 564 23 21 20 981 139 23 22 24 33 20 42 21 86
leaf_count=23 116 136 37 23 69 36 26 53 38 41 72 125 31 52 191 33 564 23 21 20 981 139 23 22 24 33 20 42 21 86
internal_value=0 0.00113113 0.0020906 0.00133195 0.00212032 0.00177837 0.000688009 0.0014427 0.00191227 0.00195525 0.00217796 0.0021625 0.00108394 0.00122936 0.00200455 0.00194915 0.00218274 0.0019239 0.00219564 0.0021522 0.00214085 0.00195388 0.00185197 0.000578679 0.00208768 0.00172108 0.00110647 0.00128227 0.00120248 0.00197299
internal_weight=0 590 2531 406 2420 145 184 111 525 487 1895 1823 261 145 446 158 1665 79 1586 1022 1001 377 214 158 163 56 114 62 74 109
internal_count=3121 590 2531 406 2420 145 184 111 525 487 1895 1823 261 145 446 158 1665 79 1586 1022 1001 377 214 158 163 56 114 62 74 109
is_linear=0
shrinkage=0.00184769


Tree=2581
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 457 15 14 4 2 15 13 16 15 10 41 12 0 150 150 2 39 49 3 3 1 2 12 40 43
split_gain=4.87144 1.14907 0.759882 0.511068 0.837401 0.506674 0.628203 0.732027 0.501745 0.478727 0.450736 0.44257 0.502156 0.436704 0.397964 0.392336 0.367027 0.458554 0.490707 0.446832 0.504611 0.470154 0.385 0.329635 0.404813 0.486587 0.321694 0.316155 0.306806 0.294451
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.11682500000000001 -1.0000000180025095e-35 0.060310000000000009 -0.41942499999999994 -1.0000000180025095e-35 0.40124500000000002 0.092235000000000025 -0.11713499999999999 -0.47860499999999995 -0.096824999999999981 -0.077219999999999983 -0.0026549999999999994 0.08690500000000001 0.080890000000000017 -0.14001499999999997 0.083250000000000005 0.083555000000000004 0.11362000000000001 0.091820000000000013 -0.047584999999999995 0.084940000000000015 0.16158000000000003 0.13146500000000003 0.096540000000000015 -0.26532499999999998 -0.063404999999999989 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 14 6 7 -6 9 -1 -8 27 -13 -12 -3 23 19 -18 22 20 21 26 -19 28 25 -25 -11 -4 -5 -24
right_child=1 2 11 15 5 -7 10 -9 -10 16 13 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0027262373870594139 0.0027390298465916965 0.0011849491596876731 0.0019879302757238272 0.0010443020952646818 0.0027047533871757731 0.0009094230324685358 0.0040875492251794699 -0.00036735201900839478 0.00078284718414187604 0.0015621031077206887 0.0014477567066772557 -0.0019700054788206246 0.00058459104756310436 0.0028689360249442423 -0.00085938582937160378 0.0025810645788901881 0.0041683106244002829 0.00076862693971816278 0.0040855989265675702 0.00039408063205189736 0.00069987209803144314 0.0010240757848361678 0.0027703726539458672 0.0011027802209227465 0.00023694182557533637 0.0035757218633137686 0.0032121576590238479 0.00020931210171629418 -0.00014823065236648037 0.0021968849214092797
leaf_weight=1584 90 44 27 66 21 44 27 24 22 22 47 20 25 93 20 21 23 21 25 25 29 26 216 27 24 20 76 31 59 322
leaf_count=1584 90 44 27 66 21 44 27 24 22 22 47 20 25 93 20 21 23 21 25 25 29 26 216 27 24 20 76 31 59 322
internal_value=0 0.00146769 0.00128891 0.00147025 0.00177552 0.00208288 0.00232643 0.0010663 0.00258921 0.00260598 0.00266598 0.00034347 -0.000550785 0.00239183 0.000546094 0.00102008 0.00236333 0.00250404 0.00243849 0.00188351 0.00212688 0.00246061 0.00236483 0.000852829 0.00150671 0.0021551 0.00284174 0.00103729 0.000481427 0.00242713
internal_weight=0 730 640 537 320 256 212 45 2391 2369 167 103 45 140 64 217 785 607 584 178 153 124 559 196 71 47 98 58 125 538
internal_count=3121 730 640 537 320 256 212 45 2391 2369 167 103 45 140 64 217 785 607 584 178 153 124 559 196 71 47 98 58 125 538
is_linear=0
shrinkage=0.0120166


Tree=2582
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 2 2 14 15 0 47 0 12 4 4 4 15 16 0 1 50 2 13 0 1 50 1 1
split_gain=99.7726 12.226 11.2573 6.91894 6.41858 4.99879 3.96443 3.85006 3.78513 2.6198 2.5942 2.5447 1.99936 1.96364 1.92562 1.86442 1.46133 1.39538 2.14171 1.35745 1.17952 1.17683 1.1549 1.27974 1.83522 1.1474 1.14623 1.12174 1.08388 1.08227
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.053180000000000012 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.024640000000000006 -0.23194499999999998 0.081320000000000017 -0.076579999999999995 0.13597000000000004 0.27834500000000006 -0.04890499999999999 -0.064054999999999987 -0.03241999999999999 -0.44310499999999992 -0.11013499999999998 0.13436000000000001 0.089465000000000017 0.087015000000000023 -0.052719999999999996 0.056435000000000006 0.085475000000000009 0.041865000000000006 0.088340000000000016 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 29 7 9 -3 -9 13 12 -1 -5 20 22 19 -10 25 -19 -8 -4 -18 23 24 -15 -13 -25 -7 -24 -2
right_child=1 5 6 10 -6 27 15 8 16 -11 -12 17 -14 14 -16 -17 21 18 -20 -21 -22 -23 28 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0021700288079034573 0.0016061407735061461 0.0005729054685097957 0.0013640758203581126 0.0010850264001372482 0.00088810584023719095 0.00033503312124445386 0.0017565564480687065 0.001418876689276331 0.0012873277931503733 0.0020731175206791142 0.0017721038453681563 0.0018951220302135588 0.0014903510289439234 0.0016833554683744702 0.0011733245380854433 0.0010480250710718949 0.00088055468210811096 0.0015965161553700197 0.0010585702545822836 0.0014753215528907392 0.0017655350565091584 0.00049768295910013606 0.0021144414333149476 0.0016055163907226985 0.00098890823690964483 0.0014509108312286002 0.0018610519622368103 0.00074921607245080342 0.0017157025607696826 0.0012379542465018548
leaf_weight=22 83 90 20 163 74 75 66 42 20 61 21 49 41 21 23 21 128 76 27 154 1316 26 25 255 20 23 58 23 69 29
leaf_count=22 83 90 20 163 74 75 66 42 20 61 21 49 41 21 23 21 128 76 27 154 1316 26 25 255 20 23 58 23 69 29
internal_value=0 0.000914985 0.0016642 0.00141959 0.00126307 0.00075473 0.00171315 0.000858012 0.000976806 0.0017387 0.00122301 0.00164411 0.00116649 0.00172741 0.00163632 0.00151511 0.000870099 0.00157799 0.0014555 0.00155969 0.00175953 0.000815914 0.00166009 0.00161716 0.0013446 0.00175322 0.00165287 0.000432239 0.00182175 0.00151081
internal_weight=0 590 2531 422 186 404 2109 306 216 1868 225 197 204 1807 471 241 174 175 103 220 1336 154 448 354 41 72 313 98 94 112
internal_count=3121 590 2531 422 186 404 2109 306 216 1868 225 197 204 1807 471 241 174 175 103 220 1336 154 448 354 41 72 313 98 94 112
is_linear=0
shrinkage=0.0016407


Tree=2583
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 2 2 4 1 52 1 2 12 47 14 1 3 43 3 15 12 15 0 131
split_gain=138.048 23.4429 13.3911 12.5222 8.13118 7.44906 4.95825 4.7028 4.19859 3.8117 3.78383 3.46341 2.56145 2.38638 1.52783 1.47072 1.71342 2.19324 1.12189 1.1145 1.20106 1.08631 1.03708 0.970219 0.956797 0.877121 1.22432 1.27084 1.41477 0.841364
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.10672500000000001 0.077845000000000011 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.095780000000000018 0.090100000000000013 -0.23083499999999998 0.11588000000000001 -0.10831999999999999 -0.080324999999999994 -0.017889999999999996 0.035560000000000008 0.091625000000000012 -0.15914499999999995 -0.11173999999999999 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 19 6 7 11 12 21 -5 14 13 -4 25 -13 18 -18 22 20 -3 -6 -17 -12 -15 26 27 -1 -29 -2
right_child=1 2 8 10 9 -7 -8 -9 -10 -11 23 15 -14 24 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022307820185113411 0.0019523201965517688 0.0011451474893288186 0.00099439501415276872 0.0017282393671286902 0.001825749661404009 0.0011243837020635892 0.0022431280443672877 0.0010761009261452078 0.001103073051221597 0.00093256801833407085 0.0011270539370768367 0.0020552058895212393 0.00029110656766257034 0.00074205100771537584 0.001769506544844236 0.0015701953701574233 0.0010611835427704502 0.0017068457415473385 0.0016820499823803476 0.0011853587776831445 0.00079575797862958104 0.001424080971874139 0.0018409508926955313 0.00068696859654522526 0.00039558797693407051 0.001958185032642511 0.0015515713085626341 0.0015353521486469086 0.0018917491394433552 0.0015690320795561756
leaf_weight=28 53 33 39 28 44 41 84 23 37 28 47 43 99 33 241 44 23 41 305 33 167 33 398 20 69 619 33 34 378 23
leaf_count=28 53 33 39 28 44 41 84 23 37 28 47 43 99 33 241 44 23 41 305 33 167 33 398 20 69 619 33 34 378 23
internal_value=0 0.000959474 0.000851115 0.00180719 0.00107467 0.00183142 0.00184405 0.00182889 0.000578332 0.00146133 0.0012116 0.0018368 0.000497434 0.000642303 0.00189011 0.0017536 0.00173761 0.00147481 0.00176012 0.000900422 0.000853407 0.00165361 0.001814 0.000995685 0.000507679 0.00191672 0.00186247 0.00188578 0.00186234 0.00183633
internal_weight=0 691 615 2430 338 2335 2294 2210 277 105 95 2187 240 141 1333 854 811 64 747 233 200 77 442 67 102 1092 473 440 412 76
internal_count=3121 691 615 2430 338 2335 2294 2210 277 105 95 2187 240 141 1333 854 811 64 747 233 200 77 442 67 102 1092 473 440 412 76
is_linear=0
shrinkage=0.00167351


Tree=2584
num_leaves=31
num_cat=0
split_feature=1 52 1 14 123 160 454 51 47 47 4 156 0 48 2 0 3 15 49 0 16 52 1 130 43 4 3 16 42 4
split_gain=5.23814 1.20514 0.794936 0.516049 0.633157 0.502828 0.47563 0.587616 0.577164 0.545845 0.440101 0.425065 0.429737 0.412254 0.405118 0.386889 0.366471 0.363452 0.358948 0.439678 0.694352 0.582583 0.358632 0.324073 0.481388 0.563236 0.35598 0.587668 0.706915 0.421532
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.062655000000000016 1.0000000180025095e-35 -0.40698999999999991 -0.037229999999999992 0.11144500000000002 0.078345000000000012 0.11370000000000001 0.033845000000000007 0.013700000000000002 -0.11242999999999999 -0.080024999999999985 0.13913500000000004 -0.14649999999999996 0.10299500000000002 0.095175000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 -0.27167499999999994 -0.034054999999999995 0.080585000000000004 -0.068174999999999986 -0.51144999999999985 -0.55119499999999988 -0.096099999999999977 0.15273500000000004 -0.035074999999999988 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 10 -3 -7 8 13 -9 14 12 -12 -8 16 -10 23 22 -4 20 -20 -22 -5 -1 -25 -26 27 28 -27 -30
right_child=1 2 18 17 -6 6 7 9 15 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0031195075611819543 0.0025059138510989871 0.0030606000153483403 -0.0004951315437590327 0.0029688246156485509 0.0014190051709285086 -0.00023645917620297144 0.0025241815270648639 0.0033366293979915328 0.00077603845676857376 0.0010895049692848575 0.0028645053056077811 0.00070639913473578776 0.0018966796287646661 0.00093863780800384816 0.00093500145115165854 0.0024419675682965194 0.0014638356781589851 0.0022696472205950002 0.00038513475770506772 -0.00030098196473357083 0.00093134774476017032 0.0035068346699284546 0.0046830969757747148 0.00084650221477430333 0.0042086854070443403 0.0022246817618240683 0.0025064937833782931 0.0028558881655444488 0.0017951011734008322 -0.00017600724333601158
leaf_weight=87 90 20 31 33 80 21 20 32 21 20 69 26 215 281 20 65 41 32 57 32 20 20 24 21 21 85 1520 66 21 30
leaf_count=87 90 20 31 33 80 21 20 32 21 20 69 26 215 281 20 65 41 32 57 32 20 20 24 21 21 85 1520 66 21 30
internal_value=0 0.00134978 0.0011872 0.00238246 0.00235164 0.00140432 0.00133231 0.00140735 0.00126425 0.00247235 0.00238522 0.00201227 0.00213182 0.00104399 0.00244568 0.00203517 0.00246165 0.00317971 0.000535849 0.000783604 0.00114141 0.00221909 0.00369062 0.00248375 0.0024524 0.00247175 0.00245057 0.00202972 0.00162879 0.000635626
internal_weight=0 730 640 2391 2302 480 460 439 387 52 2222 310 284 301 1912 86 1892 89 160 129 97 40 57 1851 1764 1743 1722 202 136 51
internal_count=3121 730 640 2391 2302 480 460 439 387 52 2222 310 284 301 1912 86 1892 89 160 129 97 40 57 1851 1764 1743 1722 202 136 51
is_linear=0
shrinkage=0.0106704


Tree=2585
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 2 1 0 16 1 12 4 150 159 457 133 3 12 52 48 12 157 16 12 2
split_gain=97.1445 16.2765 7.74835 7.24936 6.04355 5.20938 3.65289 3.10103 2.75409 2.67731 1.65565 1.62666 2.37955 1.59033 1.3875 1.30009 1.75461 1.2796 1.24455 1.35366 1.24329 1.27881 1.76559 1.21471 1.17626 1.27819 1.17182 1.15664 1.13873 0.988172
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.085505000000000012 0.092845000000000025 0.14122000000000004 0.31358000000000003 0.086920000000000011 -0.095504999999999993 -0.061854999999999993 0.122715 0.09141500000000001 -0.51843499999999987 0.089910000000000018 0.082585000000000006 0.094310000000000019 0.086990000000000012 0.11924500000000002 -1.0000000180025095e-35 0.12418000000000001 0.081275000000000014 0.095780000000000018 -0.059399999999999988 0.19444000000000003 0.090545000000000014 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 18 6 11 10 -4 24 23 15 17 -9 -2 16 -1 -13 19 20 21 22 -3 -6 25 -7 -17 -28 -26 -5
right_child=1 4 8 29 7 9 -8 13 -10 -11 -12 12 -14 -15 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0024277877699910295 0.0017407421674275974 0.001214683967922768 0.0016818086307619265 0.0011259797438289958 0.00057650433547044118 0.0018468566844725709 0.0022438099920441081 0.00079842579089498629 0.0010617039383074192 0.0012190523796410367 0.00014128749309520299 0.0016091496302979521 0.0018102571656894301 0.0013375007124715383 0.0013085713959110226 0.0013601789367996052 0.0018966482466431971 0.0010882699996513346 0.00082831113509649462 0.00081030094274941891 0.00088712442728401198 0.0010269202220954724 0.0018049204388639107 0.00097784659695669576 0.0012263367045283753 0.0016306604079354189 0.0018403901426663691 0.0014544752076124177 0.0016656701666824683 0.0006949622755660482
leaf_weight=20 122 33 37 62 158 173 76 45 58 41 24 51 368 28 29 20 1023 21 38 24 21 25 31 28 30 172 264 27 49 23
leaf_count=20 122 33 37 62 158 173 76 45 58 41 24 51 368 28 29 20 1023 21 38 24 21 25 31 28 30 172 264 27 49 23
internal_value=0 0.00104575 0.0018004 0.00142421 0.000849451 0.00182062 0.00186245 0.000689885 0.00130322 0.00165241 0.000580278 0.0018463 0.00175249 0.00100519 0.00165774 0.00187678 0.00190683 0.00145723 0.00111199 0.00119244 0.00127582 0.00136753 0.00150058 0.000636921 0.00169431 0.00173907 0.001776 0.00180458 0.00149883 0.00100935
internal_weight=0 691 2430 236 455 2335 1870 283 95 465 210 1794 440 73 151 1354 1043 72 172 134 110 89 64 186 424 345 311 291 79 85
internal_count=3121 691 2430 236 455 2335 1870 283 95 465 210 1794 440 73 151 1354 1043 72 172 134 110 89 64 186 424 345 311 291 79 85
is_linear=0
shrinkage=0.00177594


Tree=2586
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 10 2 1 2 4 1 0 47 13 150 39 12 4 157 13 16 4 16 3 52 133 3 1
split_gain=121.418 19.4617 12.6283 11.9015 7.23484 7.04643 5.12421 4.26046 4.01118 3.54636 3.37741 2.58707 2.33641 3.07088 2.0855 1.7139 1.64772 1.59908 1.4933 2.29721 1.51503 1.48729 1.43546 1.43208 1.37388 1.32278 1.3063 1.43189 1.28268 1.25929
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088105000000000003 0.062655000000000016 -0.011559999999999999 0.14122000000000004 0.077845000000000011 0.11474000000000002 0.27287000000000006 0.086920000000000011 -0.097024999999999986 0.081320000000000017 -0.28558999999999996 1.0000000180025095e-35 0.087690000000000004 0.09141500000000001 -0.51843499999999987 -0.059399999999999988 0.049530000000000012 -0.090344999999999995 -0.0070899999999999991 0.19444000000000003 -0.13927999999999999 0.039215000000000007 0.11667000000000001 -0.010424999999999999 0.14804000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 -3 12 29 16 -5 23 15 18 14 22 -9 25 -17 19 -1 -20 -15 -14 -7 -22 -6 27 -27 -13 -4
right_child=1 2 7 9 8 10 -8 11 -10 -11 -12 28 13 21 -16 17 -18 -19 20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027349840220628843 0.0020217617501543566 0.0011150310992170322 0.00056024896199748445 0.0019377049849828181 0.0021625412161514462 0.0022594381605608492 0.0025408189473778379 0.00069618619831481824 0.0013130695928078959 0.0011883241178083596 0.0011236344575957765 0.0010231896183541924 0.0010258347465641321 0.0020610454048408749 0.0020272809409883161 0.0015415300097217561 0.0014924529655697065 0.00095345033525848233 0.0015258684249056943 0.0021272423593404403 0.0020702030427887088 0.001713630309190483 0.0016763828745987525 0.0017156191236297343 0.0016496057792816864 0.001844508903737422 0.0020008691420737722 0.0014025641022154057 0.0006339860655385465 3.3744835371235701e-05
leaf_weight=20 74 222 38 28 62 21 76 20 41 69 26 37 20 333 24 35 30 25 20 1023 264 44 23 56 27 161 156 27 96 23
leaf_count=20 74 222 38 28 62 21 76 20 41 69 26 37 20 333 24 35 30 25 20 1023 264 44 23 56 27 161 156 27 96 23
internal_value=0 0.00116253 0.00105638 0.00201427 0.00203942 0.00129315 0.00208912 0.000775547 0.00184415 0.00140464 0.00167706 0.000894057 0.00207003 0.00195823 0.00160788 0.00114642 0.00189409 0.0012965 0.00210669 0.0021389 0.00199868 0.0020205 0.0013738 0.00186393 0.00203118 0.00192376 0.00188073 0.00178104 0.000742261 0.000361731
internal_weight=0 673 599 2448 2351 325 1874 274 477 97 103 213 1798 444 67 80 436 60 1354 1043 311 377 43 77 291 406 344 188 133 61
internal_count=3121 673 599 2448 2351 325 1874 274 477 97 103 213 1798 444 67 80 436 60 1354 1043 311 377 43 77 291 406 344 188 133 61
is_linear=0
shrinkage=0.00177594


Tree=2587
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 47 4 4 2 1 2 34 4 15 1 52 1 2 10 2 131 2 1 14 0 16 4 15 12
split_gain=131.568 21.4943 12.9618 11.4634 7.13407 4.77822 4.68174 4.60563 4.06005 3.83149 3.68947 2.76186 3.20041 2.12646 1.81162 1.72614 1.57674 1.79504 1.63334 1.53365 2.16098 1.52817 1.74438 1.5228 1.27328 1.21945 1.15249 1.06332 1.04739 1.00825
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.12958500000000003 0.27834500000000006 0.27834500000000006 0.089775000000000008 0.077845000000000011 0.13754500000000003 -1.0000000180025095e-35 0.42051500000000003 -0.45963999999999994 0.14089500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -1.0000000180025095e-35 0.10467500000000002 0.08844500000000001 0.31358000000000003 0.091195000000000012 -0.23083499999999998 0.18019500000000002 0.13751500000000003 -0.013514999999999998 0.090455000000000021 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 5 8 11 27 9 23 -5 12 -3 -14 -15 -8 -11 25 -19 -2 -21 22 -13 -1 -22 29 -6 -4 -7 -18
right_child=1 6 7 10 26 28 15 -9 -10 16 -12 21 13 14 -16 -17 17 18 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021279948777377516 0.00083727769956612171 0.0004909926756477413 0.0020837489275605256 0.0019509197699882567 0.0011349095854634825 0.0026311547493995504 0.0015578546133958148 0.0012410847410733318 0.0012913240163846501 0.0022774771322790514 0.0011983335028884134 0.00052803205702192896 0.0013649205436757441 0.001217798267862555 0.00053169639042697299 0.00089296294326228238 0.0020240401791831002 0.0012833636364689488 0.0018656586842397765 0.0016726788060900605 0.0014602118701212683 0.0009337332973433952 -5.2349982298745345e-05 0.0019681635617913593 0.0010691920473845317 0.0015348398389635777 0.0016787556019016178 0.0017631782864222906 0.0022395283612480911 0.0018925747173931292
leaf_weight=1106 39 45 73 28 27 47 29 36 22 43 67 73 39 20 28 20 435 23 40 27 31 20 20 216 136 20 21 55 37 298
leaf_count=1106 39 45 73 28 27 47 29 36 22 43 67 73 39 20 28 20 435 23 40 27 31 20 20 216 136 20 21 55 37 298
internal_value=0 0.00115201 0.00141627 0.00201302 0.00203715 0.00205109 0.000795174 0.00179127 0.00203555 0.00204305 0.00142015 0.000696914 0.000867955 0.00106294 0.000817572 0.00128647 0.00195252 0.0019354 0.00165307 0.00115233 0.00121567 0.000497115 0.000403219 0.00210188 0.00114178 0.00195902 0.00137284 0.001946 0.00245865 0.00197059
internal_weight=0 691 397 2430 2335 2287 294 164 2203 2181 95 245 132 87 48 49 859 816 63 233 194 113 93 1322 167 753 48 128 84 733
internal_count=3121 691 397 2430 2335 2287 294 164 2203 2181 95 245 132 87 48 49 859 816 63 233 194 113 93 1322 167 753 48 128 84 733
is_linear=0
shrinkage=0.00174112


Tree=2588
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 4 49 1 1 4 1 43 40 50 43 12 16 47 1 133 15 151 15
split_gain=178.211 28.7107 15.4213 14.2694 10.7627 8.76635 6.36257 6.33194 6.18578 5.12396 4.75125 3.75913 3.20973 2.522 2.33128 1.89071 1.81523 2.3373 1.71137 1.6979 1.66767 1.39744 1.16994 1.08397 1.07862 1.068 1.05815 0.98377 1.17012 0.975338
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089775000000000008 0.09253500000000002 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 0.090540000000000023 0.13436000000000001 -0.013514999999999998 0.086455000000000018 0.064745000000000011 -0.077714999999999992 0.041865000000000006 0.12266000000000001 0.090165000000000009 0.11346000000000002 0.097480000000000011 0.13075500000000004 -1.0000000180025095e-35 -0.41942499999999994 -1.0000000180025095e-35 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 9 -8 11 -4 14 -10 -2 -1 -14 18 22 -11 -3 27 -20 -18 -7 -15 26 -5 -6 -29 -24
right_child=1 4 10 25 20 23 8 -9 12 16 -12 -13 15 24 -16 -17 17 -19 21 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0019615170211740619 0.0011701475414460725 0.00064253257338281835 0.0016877384456729389 0.0006479199373434708 0.00027668839991172752 0.00094023627034388205 0.001403635695092911 0.0010371324021494805 0.0013528542948398378 0.0018962910490081366 0.00092669724632544613 0.002352017912457391 0.00077398741662869071 0.0019066175098064327 0.0017842609470473964 0.00030162510484889386 0.0018531379050763612 0.0013067746390704391 0.0013378956664437858 0.0002057598060976366 0.00054504120257241589 0.001795698250181032 0.0019448520925780997 0.0014350710941692948 0.0015959439651977057 0.00052475871826198847 0.0011000608767835754 0.00016414195617077347 -0.00035970558870825336 0.0016208764800133659
leaf_weight=1081 23 46 34 22 29 26 54 24 23 414 63 59 147 65 245 27 155 36 28 50 23 50 29 22 56 24 38 22 24 182
leaf_count=1081 23 46 34 22 29 26 54 24 23 414 63 59 147 65 245 27 155 36 28 50 23 50 29 22 56 24 38 22 24 182
internal_value=0 0.000881251 0.00183455 0.00135468 0.000638684 0.001861 0.000774284 0.00187546 0.000911681 0.00188429 0.00119345 0.0019468 0.000776831 0.00166817 0.00192877 0.00070069 0.00178746 0.00170567 0.00185429 0.000415047 0.000158552 0.00163136 0.00174491 0.00116704 0.00176283 0.000817271 0.000934276 4.00287e-05 -0.00010917 0.0016654
internal_weight=0 673 2448 228 445 2351 347 2303 251 2279 97 1385 197 144 1326 174 894 402 492 96 98 78 366 48 121 84 60 75 46 211
internal_count=3121 673 2448 228 445 2351 347 2303 251 2279 97 1385 197 144 1326 174 894 402 492 96 98 78 366 48 121 84 60 75 46 211
is_linear=0
shrinkage=0.0016407


Tree=2589
num_leaves=31
num_cat=0
split_feature=1 2 123 12 44 4 4 2 43 4 3 50 1 133 43 15 157 3 4 42 403 3 2 157 15 15 16 475 16 2
split_gain=7.21088 1.14744 0.923249 0.86811 0.693238 0.772197 0.553325 0.529436 0.518924 0.533608 0.593208 0.476043 0.475379 0.473548 0.599654 0.427887 0.700856 0.477774 0.826838 0.444463 0.450902 0.651227 0.386425 0.356521 0.346798 0.440604 0.515706 0.334301 0.426654 0.535304
threshold=0.10752500000000002 0.13754500000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.36766000000000004 -0.0070899999999999991 0.14122000000000004 -0.05647499999999999 0.51388000000000011 0.11658 0.041865000000000006 0.13021500000000003 -1.0000000180025095e-35 -0.080324999999999994 0.024640000000000006 -0.0091799999999999989 0.090900000000000009 -0.059649999999999988 0.11688500000000002 -0.082179999999999989 -0.094299999999999981 0.11548000000000001 -0.056799999999999996 -0.079929999999999987 -0.30407999999999996 -0.11118499999999999 -0.085684999999999997 -0.069144999999999984 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 7 23 15 -2 10 -10 24 22 -4 -15 17 -17 19 -19 20 21 -1 -12 -5 25 26 -3 -22 29 -29
right_child=1 11 13 6 -6 -7 -8 -9 9 -11 12 -13 -14 14 -16 16 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00045037715551071576 0.00077640188423577468 0.00084600430386789582 0.0030228595793522703 0.0022642356996299797 0.0041336956791233163 0.001285083698836997 0.001815915299582697 0.0015122443020222536 0.0028308306863816502 0.00045724472755295678 0.0018189726333903127 0.0015831201769398347 0.0026754301773077691 0.0018483342612033099 -6.4937057909444809e-05 0.0045077608973604633 0.0027704438217488643 0.0025981700923668888 0.0006212183217717246 0.001383655564208903 0.003155812991783101 0.0024148284917638796 0.00017360021662976634 0.00394594557076301 -0.00057983181135989946 0.0018037183539751438 -0.0010838168708015286 0.0035625953899775364 0.0024683233068857665 0.0026087477251686688
leaf_weight=22 115 42 22 26 31 43 107 41 48 30 27 40 22 67 22 24 1076 55 35 30 134 76 31 25 32 24 21 94 597 162
leaf_count=22 115 42 22 26 31 43 107 41 48 30 27 40 22 67 22 24 1076 55 35 30 134 76 31 25 32 24 21 94 597 162
internal_value=0 0.00136422 0.0025986 0.00163355 0.00263973 0.00262034 0.00222672 0.00264482 0.00129024 0.00166424 0.00194713 0.00063416 0.00141692 0.00170192 0.00137539 0.00266496 0.00280835 0.00253407 0.00182936 0.00259095 0.00262434 0.00197383 0.000939549 0.0030886 0.000315182 0.000644382 0.000202731 0.00268893 0.00261558 0.00295899
internal_weight=0 590 2531 431 2420 2389 158 2346 273 158 128 159 80 111 89 2305 1100 1205 90 1115 1085 98 58 51 119 87 63 987 853 256
internal_count=3121 590 2531 431 2420 2389 158 2346 273 158 128 159 80 111 89 2305 1100 1205 90 1115 1085 98 58 51 119 87 63 987 853 256
is_linear=0
shrinkage=0.010055


Tree=2590
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 1 10 0 14 10 45 0 157 49 52 4 0 160 48 16 0 42 1213 50 1429 475 132 49 15 47
split_gain=5.94547 1.49008 0.693914 1.01616 0.68012 0.671676 0.592941 0.586013 0.506082 0.513396 0.474675 0.53585 1.01279 0.827592 0.590376 0.499047 0.469152 0.537205 0.537157 0.445876 0.433966 0.424617 0.419533 0.499561 0.458121 0.397797 0.369974 0.366639 0.348628 0.34631
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -1.0000000180025095e-35 0.13075500000000004 -0.062879999999999978 0.18019500000000002 0.062655000000000016 -0.012544999999999999 0.081955000000000014 -0.10836499999999999 -0.025309999999999996 -0.0087849999999999977 0.048520000000000008 0.022185000000000003 -0.085669999999999982 -0.55045999999999984 0.10227500000000002 0.013515000000000001 -0.13027499999999997 0.11159000000000001 0.104315 0.10883000000000001 0.083985000000000018 -0.016104999999999998 0.081465000000000024 -0.069799999999999987 0.094035000000000007 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 21 -2 26 -4 8 9 -1 11 12 -11 27 20 16 19 -18 29 22 -15 -3 23 24 25 -13 -6 -14 -10 -19
right_child=1 2 6 -5 5 -7 -8 -9 28 10 -12 15 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010639503103285998 0.00022281087184634486 0.0012986682357327606 -0.0014125339180467123 0.0037169487182203329 0.0027078521638103197 0.00097423444248077558 0.00073579324239877726 0.0010318679053378228 0.004014782320144304 -0.00031522695127526629 0.0043355988081757203 0.0019394457386272209 0.0020587337166423046 0.0047307916851544469 0.0018235989404485279 0.0021607785868210621 0.00084761024478647348 0.0026401173018575381 0.0012835385969165202 0.0018639616591234656 0.0027762513159345467 -0.00032646005779041963 0.001826650380812644 0.0023162898537258205 0.0047946371538750464 0.0033116920111901484 0.0013431975144192478 0.00045335020542342191 0.0025847819168092596 0.0036128612466084127
leaf_weight=26 21 351 20 21 195 40 76 28 55 20 20 28 50 28 30 212 21 1119 35 40 28 21 31 74 24 371 28 27 34 47
leaf_count=26 21 351 20 21 195 40 76 28 55 20 20 28 50 28 30 212 21 1119 35 40 28 21 31 74 24 371 28 27 34 47
internal_value=0 0.00150581 0.00113436 0.00134105 0.00214538 0.0022989 0.000288225 0.0026283 0.00264757 0.00261482 0.00263311 0.00261752 0.0020425 0.00233179 0.00308029 0.00267008 0.0027304 0.00260787 0.00263865 0.00299402 0.00375352 0.00120693 0.00307963 0.00315778 0.003305 0.00321539 0.00253651 0.00149581 0.00346849 0.00267933
internal_weight=0 773 489 393 284 263 96 2348 2320 2231 2205 2185 183 163 86 2002 1790 1222 1201 568 56 372 528 497 423 399 223 77 89 1166
internal_count=3121 773 489 393 284 263 96 2348 2320 2231 2205 2185 183 163 86 2002 1790 1222 1201 568 56 372 528 497 423 399 223 77 89 1166
is_linear=0
shrinkage=0.0111015


Tree=2591
num_leaves=31
num_cat=0
split_feature=1 1 16 457 10 34 2 10 0 43 1 4 0 15 132 4 0 1451 49 124 43 133 0 16 48 13 1 47 15 403
split_gain=4.8432 1.28605 0.816522 0.710633 0.606653 0.605013 0.629079 0.695884 0.529502 0.504667 1.20883 0.566203 0.453964 0.56822 0.453667 0.416117 0.414794 0.413519 0.405047 0.434371 0.576494 0.391196 0.418216 0.387393 0.473469 0.362602 0.381702 0.351192 0.345178 0.351404
threshold=0.11829500000000003 0.095950000000000021 0.5136400000000001 0.079590000000000008 -0.005834999999999999 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -0.07384499999999998 -0.084004999999999982 0.077845000000000011 -0.46376499999999993 -0.019414999999999998 -0.24436499999999997 0.081465000000000024 -0.085594999999999991 -0.086284999999999987 0.088880000000000015 -0.15302999999999997 -1.0000000180025095e-35 -0.081154999999999991 -1.0000000180025095e-35 -0.036484999999999997 -0.090344999999999995 0.086260000000000017 -0.041739999999999992 0.13534000000000004 0.11518500000000002 0.12211500000000002 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 14 12 -6 7 27 15 10 -10 -11 13 -2 18 16 -1 28 -3 -20 -21 -8 25 -5 -25 26 -23 -7 29 -17
right_child=4 2 -4 23 5 6 21 -9 9 11 -12 -13 -14 -15 -16 17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0041861809807928665 0.0019594685082939614 0.0041281388458644938 0.0034027774520671628 0.0019011731427304331 -0.00081274254459582469 0.0039725783277685077 -0.0004899580006910905 0.00067645801392127983 0.0024338384184966451 0.0039334437278267737 -0.00096174590037954909 0.0025153526871273175 -0.0015962799041353104 -0.00080296405352341658 0.00069026067820213491 0.0016512067123282987 0.0030799858186772175 0.0048702051869023884 0.0011930892381801033 0.0040103977847729113 0.0022028987938921747 0.0013163742066006111 0.0031598499601882403 -0.0013150142891553943 0.001373039900300748 0.002020639033996123 -0.00058344635661353736 0.0020064638378138816 0.001145447538929529 0.0029698911513018839
leaf_weight=104 30 22 84 35 21 41 25 29 96 63 24 284 22 25 33 38 154 20 60 38 216 45 20 24 24 45 34 28 20 1417
leaf_count=104 30 22 84 35 21 41 25 29 96 63 24 284 22 25 33 38 154 20 60 38 216 45 20 24 24 45 34 28 20 1417
internal_value=0 0.00277249 0.00217756 0.00194986 0.00111363 0.0013989 0.00157285 0.00243545 0.00291613 0.00251121 0.00175472 0.00277282 4.66467e-05 0.000703817 0.00220435 0.003024 0.00352589 0.00293739 0.00235305 0.00222868 0.00247331 0.00107264 0.00134393 0.000818478 2.90128e-05 0.00105104 0.00049873 0.00317473 0.00291118 0.00293545
internal_weight=0 2756 536 452 365 288 267 98 2220 467 120 347 77 55 369 1753 258 1495 336 314 254 169 144 83 48 124 79 69 1475 1455
internal_count=3121 2756 536 452 365 288 267 98 2220 467 120 347 77 55 369 1753 258 1495 336 314 254 169 144 83 48 124 79 69 1475 1455
is_linear=0
shrinkage=0.0135326


Tree=2592
num_leaves=31
num_cat=0
split_feature=1 1 12 159 12 13 4 2 3 13 3 2 1429 1454 1447 12 130 4 52 52 1 1204 0 481 481 49 49 43 16 0
split_gain=3.92807 1.14043 0.716009 0.500469 0.453941 0.427844 0.556752 0.422046 0.420545 0.525023 0.414678 0.400807 0.590872 0.416839 0.462828 0.850135 0.385249 0.494575 0.380904 0.452565 0.44568 0.431994 0.356091 0.472141 0.536078 0.364033 0.51719 0.352927 0.46487 0.350006
threshold=0.12000500000000001 0.091195000000000012 0.089150000000000021 0.11792500000000002 0.091085000000000013 -0.00051499999999999994 -0.16363499999999997 0.15109000000000003 0.31370500000000007 -0.47860499999999995 0.11296500000000002 0.08647500000000001 0.083960000000000021 0.090210000000000026 -0.085684999999999997 0.083815000000000014 -0.0060099999999999989 -0.031404999999999995 0.50128500000000009 0.40674500000000008 0.088975000000000012 -0.082884999999999986 -0.10836499999999999 -0.085804999999999979 -0.050084999999999991 -0.068409999999999985 -0.013049999999999997 0.070450000000000013 -0.079109999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 -3 -7 10 16 -10 11 12 13 14 15 -1 -2 -18 19 20 21 -13 -16 -24 -25 -26 -27 28 -6 -8
right_child=8 2 3 -5 27 6 29 -9 9 -11 -12 18 -14 -15 22 -17 17 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0061428428705035442 -0.00018405485645513436 0.0011981012590515584 0.0041465825332183074 0.00055055816607872427 0.0010977961507625752 0.0035125564089227329 0.0019978147318965964 0.00074314565903023692 0.00094852747293813853 -0.0011833369495430253 0.00077978356018251868 0.0042867892522182663 0.001077034016167108 0.0012616277738798521 0.0039598474755102742 0.0024144855419864822 0.0030411404310035557 0.0011665680938575352 0.0034522853001447977 0.00086812794607682312 0.00061785936076155248 0.0025217906239158325 0.00088909513464810453 0.004816409467361042 0.0046098259447585263 0.0007120208432195331 0.0028797110219065439 0.0036657212906317654 0.0025531096210264525 0.00021911045565214403
leaf_weight=24 31 200 32 23 50 40 130 21 56 34 21 26 30 24 62 21 30 183 79 31 22 1092 21 27 21 21 502 38 205 24
leaf_count=24 31 200 32 23 50 40 130 21 56 34 21 26 30 24 62 21 30 183 79 31 22 1092 21 27 21 21 502 38 205 24
internal_value=0 0.00248684 0.00203238 0.00247968 0.0026162 0.0016373 0.00209009 0.00265173 0.000933816 0.000143156 0.00267153 0.00269137 0.00293801 0.00301523 0.00307544 0.00440294 0.00122545 0.00143059 0.00254279 0.00248143 0.0025253 0.00256284 0.0029841 0.00288191 0.0029552 0.00286282 0.00279267 0.00244906 0.00226775 0.00172061
internal_weight=0 2787 742 348 325 394 194 2045 334 90 2024 2003 753 723 699 45 244 213 1250 1171 1140 1118 654 592 571 544 523 293 255 154
internal_count=3121 2787 742 348 325 394 194 2045 334 90 2024 2003 753 723 699 45 244 213 1250 1171 1140 1118 654 592 571 544 523 293 255 154
is_linear=0
shrinkage=0.0135326


Tree=2593
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 2 4 43 14 2 2 52 47 4 16 52 2 0 48 42 4 39 3 1429 12 11 1 13 16
split_gain=95.4648 11.9008 9.47899 6.33113 6.11882 5.58972 3.56254 3.54995 3.52358 3.16395 2.85038 2.69508 2.0583 1.88073 1.7615 1.9149 1.74089 2.35002 2.33656 1.63746 1.60182 1.56575 1.53628 1.51142 1.20429 1.11178 1.65059 1.11164 1.06064 1.03463
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.097070000000000004 -0.16363499999999997 -0.025214999999999998 0.076975000000000002 0.11389000000000002 0.11177500000000001 0.048770000000000008 0.077555000000000013 -0.019614999999999997 -0.008904999999999998 1.0000000180025095e-35 0.10402500000000002 -0.067094999999999988 0.084670000000000009 0.11688500000000002 -0.064054999999999987 0.096625000000000016 0.090900000000000009 1.0000000180025095e-35 0.087695000000000009 0.076160000000000019 0.088770000000000016 -0.47860499999999995 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 -2 8 9 -5 22 25 13 -10 28 21 -13 -16 17 18 19 -9 24 -1 -3 29 -8 27 -27 -4 -7 -23
right_child=1 5 6 7 -6 12 20 16 11 -11 -12 14 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017670563922696028 0.0014664282601064892 0.00075899199479283988 0.0017529111503403398 0.0016810305753608913 0.00083387949456441464 0.00032090215448548498 0.0015353080846386429 0.0016776364980425368 0.001375294513068536 0.0021177189187455998 0.00098899609469890303 0.0013134007897503814 0.00065300087037523352 0.0020089640271860379 0.00090902307312420625 0.00036208686147652181 0.0014827909960703079 0.0006993146959299411 0.00067120325120031206 0.0010987402238063001 0.0012593405476042329 0.0014054734626219088 0.00041800839622676829 0.0010793919437709087 0.0018236820082792248 0.001661091664117759 0.0011767882403467492 0.0013864906184434399 -0.0001507120701166621 0.0017980668048720844
leaf_weight=69 112 99 689 31 74 33 349 24 39 52 22 20 34 33 66 26 23 54 21 35 55 53 63 26 48 870 21 25 24 31
leaf_count=69 112 99 689 31 74 33 349 24 39 52 22 20 34 33 66 26 23 54 21 35 55 53 63 26 48 870 21 25 24 31
internal_value=0 0.000857476 0.00161995 0.00138642 0.00121477 0.00069298 0.00166668 0.00115316 0.000801243 0.00170332 0.00157382 0.000988836 0.000320601 0.00163451 0.000854266 0.000754454 0.00104893 0.000974459 0.00116018 0.00133422 0.00153235 0.00156548 0.000626387 0.00143904 0.00157017 0.00168989 0.00164968 0.00174008 0.000122328 0.00155036
internal_weight=0 590 2531 422 186 404 2109 188 313 1657 234 151 91 212 112 92 157 134 80 59 452 179 162 110 397 1605 891 714 57 84
internal_count=3121 590 2531 422 186 404 2109 188 313 1657 234 151 91 212 112 92 157 134 80 59 452 179 162 110 397 1605 891 714 57 84
is_linear=0
shrinkage=0.00170698


Tree=2594
num_leaves=31
num_cat=0
split_feature=1 2 48 123 97 44 4 14 11 51 1 0 1420 3 12 132 150 12 2 13 130 49 156 42 151 4 1429 157 474 131
split_gain=3.65264 1.09639 0.598325 0.604933 0.588259 0.476128 0.447481 0.426367 0.578984 0.397852 0.5233 0.36335 0.349477 0.343928 0.342682 0.473483 0.519512 0.352154 0.332439 0.296043 0.490268 0.507958 0.274431 0.353324 0.268173 0.316994 0.26718 0.415037 0.258879 0.267352
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.083924999999999986 1.0000000180025095e-35 -0.50690499999999983 0.076175000000000007 0.085155000000000022 -0.40274499999999996 0.16773500000000005 -0.14723999999999998 -0.083904999999999993 -0.15327499999999997 0.087505000000000013 0.081465000000000024 1.0000000180025095e-35 0.095780000000000018 -0.090999999999999984 -0.004174999999999999 -1.0000000180025095e-35 0.14233500000000002 0.085790000000000019 0.085465000000000013 0.009020000000000002 -0.0070899999999999991 -0.086994999999999989 -0.23976499999999998 0.096435000000000007 0.090030000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 7 -3 8 12 -2 19 -5 -6 -14 15 16 -8 -16 -15 28 -21 -22 23 -9 26 -26 -20 -28 29 -11
right_child=9 2 -4 11 5 -7 14 22 -10 10 -12 -13 13 18 17 -17 -18 -19 24 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00068048363800334174 0.0023391239479826718 0.003570573102773355 -0.00034270240290104528 -0.00071394451844906622 0.0034402267232332509 0.0040977144515064188 0.0021062128041613084 0.0019344717601218941 0.00042685832326761679 0.00045002333296225214 -0.0011304662850699862 0.0012963778838489114 0.00098977357067086668 0.0010879307518657736 0.0026645638266302035 -0.00019079294844482556 0.00074037165107264109 0.0018043473301251822 0.0033399529679297144 0.00011332411959109773 0.0027043319709145123 0.00043281316128556898 0.0043049889243965186 0.0037342872475649301 0.0021725641160192872 0.00050591867047656354 0.00078721097385076239 0.0023166164741816519 -0.00072919377811387612 0.0015497678256915937
leaf_weight=33 23 22 20 20 36 21 118 36 25 133 21 37 31 34 98 23 61 230 36 30 44 21 21 28 45 26 26 1760 20 42
leaf_count=33 23 22 20 20 36 21 118 36 25 133 21 37 31 34 98 23 61 230 36 30 44 21 21 28 45 26 26 1760 20 42
internal_value=0 0.00214388 0.00170242 0.00176958 0.00227256 0.00229728 0.00189128 0.00227931 0.00224421 0.000814069 0.000701283 0.000591002 0.002267 0.00224543 0.00182157 0.00143222 0.00164076 0.00206136 0.00226563 0.000833927 0.00138399 0.00197046 0.00311301 0.00272189 0.00228678 0.00156224 0.00231501 0.00229435 0.000565946 0.000713962
internal_weight=0 2787 629 609 2158 2125 552 2104 2019 334 311 57 1994 1958 530 202 179 328 1927 290 95 65 85 64 1893 71 1822 1786 195 175
internal_count=3121 2787 629 609 2158 2125 552 2104 2019 334 311 57 1994 1958 530 202 179 328 1927 290 95 65 85 64 1893 71 1822 1786 195 175
is_linear=0
shrinkage=0.0120166


Tree=2595
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 14 2 1 49 1 2 1 4 2 1 2 40 1 150 3 52 4 156 50 49 16
split_gain=150.824 25.0397 11.6324 11.2073 7.98942 7.48257 5.71721 5.09515 5.01423 4.5184 4.04438 3.29235 2.19274 2.03082 2.40822 1.89036 1.7958 1.73553 1.6133 1.51683 1.42565 1.32953 1.26883 1.28391 1.1452 1.07249 1.0665 1.05454 0.970742 1.60467
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.35136499999999998 0.062655000000000016 0.13501500000000002 0.092845000000000025 -0.054984999999999992 0.089625000000000024 0.090425000000000019 0.12811000000000003 -0.55119499999999988 0.092365000000000017 0.16175000000000003 -0.0091949999999999983 -0.077474999999999988 0.13075500000000004 1.0000000180025095e-35 -0.13927999999999999 0.039215000000000007 0.42642000000000008 0.083310000000000009 0.041865000000000006 -0.008964999999999999 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 9 20 -8 -9 13 22 -5 -2 16 19 25 -1 28 27 -15 -3 -4 23 -7 -25 -10 -19 -6 29 -18
right_child=1 4 21 11 18 10 7 8 15 -11 -12 -13 -14 14 -16 -17 17 26 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025449254530412499 0.0012530883958846363 0.00069869279121102855 0.0010595744122025462 0.0017461251344640615 0.0002555102329828352 0.0020819132681398761 0.0016942757844532965 0.0017443344941858595 0.00082837482190342856 0.0024417373719416774 0.0012528726682126091 0.0010545668265916279 0.001850128156961333 0.0014364346863408016 0.0013197896221184369 0.00049592699157005875 0.0014301947786731733 0.0018339453854084985 -0.00017684338654797905 0.0019417206386183128 0.00025945256776785543 0.00055628607111689343 0.001395560811787763 0.0016908970041294305 0.0019064228961202898 0.0011794712675691525 0.0021822713245638762 0.00072477056661177216 0.002060959571888234 0.0019777745664318353
leaf_weight=21 24 48 61 37 55 58 30 21 125 76 48 58 127 21 25 47 20 229 21 272 49 24 23 177 149 37 33 22 1039 144
leaf_count=21 24 48 61 37 55 58 30 21 125 76 48 58 127 21 25 47 20 229 21 272 49 24 23 177 149 37 33 22 1039 144
internal_value=0 0.000974696 0.0014535 0.00193381 0.000726351 0.00195862 0.000852116 0.000992135 0.000900552 0.00200907 0.00175018 0.00132391 0.00175523 0.00199084 0.00185946 0.00081577 0.00201896 0.00201142 0.000268207 0.00190551 0.000476809 0.000917469 0.00180883 0.00183359 0.0017894 0.000908564 0.00187782 0.000389585 0.00204052 0.001911
internal_weight=0 691 236 2430 455 2335 357 260 230 1880 455 95 151 1804 318 209 1486 1465 98 293 97 85 407 384 326 162 262 77 1203 164
internal_count=3121 691 236 2430 455 2335 357 260 230 1880 455 95 151 1804 318 209 1486 1465 98 293 97 85 407 384 326 162 262 77 1203 164
is_linear=0
shrinkage=0.00181146


Tree=2596
num_leaves=31
num_cat=0
split_feature=1 52 1 39 2 3 4 2 11 2 47 1 2 10 1 0 1 3 43 52 12 3 1 0 0 15 16 43 12 147
split_gain=62.3244 11.1018 6.70427 5.13726 3.8383 3.59531 3.21433 2.85478 2.16091 2.30897 1.96866 1.71196 1.54921 1.21117 1.18258 1.08547 1.04589 1.01628 0.96501 1.33558 0.952178 0.984083 0.825778 1.06985 0.803436 0.783311 0.975432 1.11324 1.00406 0.665172
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 1.0000000180025095e-35 -0.022174999999999997 0.27834500000000006 0.13754500000000003 1.0000000180025095e-35 0.092120000000000021 0.13082500000000002 0.093205000000000024 0.094835000000000017 -0.062879999999999978 0.14262000000000002 -0.062294999999999996 0.11588000000000001 -0.05647499999999999 -0.073959999999999984 0.039215000000000007 0.09320500000000001 -0.15713499999999997 0.086920000000000011 -0.095504999999999993 -0.23194499999999998 0.040760000000000005 0.19444000000000003 0.13895500000000002 0.09141500000000001 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 15 7 8 9 22 13 12 -5 14 -4 16 -3 -15 -11 25 -10 -22 24 -24 -1 26 27 28 -20 -6
right_child=1 2 10 11 29 -7 -8 -9 20 18 -12 -13 -14 17 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018387068783217049 0.0014458942834095915 0.0016526405832523413 0.00048634170360889651 0.001598090815051398 0.00080450091663400165 0.00072159345537942425 0.00075174524265732821 0.00095637384613396611 0.0017621247089763695 0.0014258217393241601 0.00091354203274476961 0.00086211157444466039 0.0010620230732966034 0.00084752525501269121 -3.6146650975068415e-05 0.0010149172331725932 0.0011883713391507367 0.00049293309411240068 0.00060122362087662844 0.0013912037509148903 0.0016580078952197759 0.0011626330073398329 0.0011725857424507247 0.0014357857340781136 0.0014864248197321986 0.0013851889619124276 0.0012755291902351055 0.0013237583780631413 0.0010669175124013942 0.00052880825135918127
leaf_weight=20 76 38 29 26 184 40 21 37 89 248 37 61 44 29 24 21 24 158 25 186 31 20 54 352 1049 45 68 22 32 31
leaf_count=20 76 38 29 26 184 40 21 37 89 248 37 61 44 29 24 21 24 158 25 186 31 20 54 352 1049 45 68 22 32 31
internal_value=0 0.000818099 0.000740518 0.0014107 0.000905087 0.00115039 0.00142981 0.00143606 0.00144398 0.00143002 0.000539708 0.00107533 0.00126113 0.000482075 0.000249743 0.00135704 0.00147292 0.000547923 0.00134142 0.00128605 0.00165343 0.00146374 0.00146763 0.00140078 0.00149302 0.00118419 0.00112266 0.000991071 0.000862666 0.00076475
internal_weight=0 691 615 2430 338 123 2299 2278 2241 2101 277 131 70 240 53 83 62 187 626 378 140 51 1475 406 1069 192 147 79 57 215
internal_count=3121 691 615 2430 338 123 2299 2278 2241 2101 277 131 70 240 53 83 62 187 626 378 140 51 1475 406 1069 192 147 79 57 215
is_linear=0
shrinkage=0.00174112


Tree=2597
num_leaves=31
num_cat=0
split_feature=1 2 9 10 34 0 2 2 4 11 2 41 2 13 52 39 156 3 48 48 400 40 39 12 49 157 12 456 3 4
split_gain=3.94687 1.01142 0.592395 0.58936 0.574273 0.565132 0.552525 0.644968 0.501918 0.486298 0.527611 0.48038 0.421932 0.499407 0.389185 0.608782 0.372695 0.366 0.416789 1.17823 0.325285 0.332278 0.319386 0.332862 0.489455 0.304323 0.599586 0.523538 0.304016 0.295699
threshold=0.11690500000000002 0.098630000000000009 -1.0000000180025095e-35 -0.005834999999999999 -0.038779999999999995 -0.13843999999999998 0.116525 -0.15339499999999998 0.42642000000000008 0.079915000000000014 -0.090999999999999984 0.083525000000000016 0.15361500000000003 -0.14179999999999995 0.056145000000000007 0.089200000000000015 0.10272000000000002 -0.12018999999999998 -0.065739999999999979 0.078735000000000013 1.0000000180025095e-35 -0.082074999999999995 0.099745000000000014 0.095565000000000011 0.12497000000000001 -0.086989999999999984 0.085325000000000012 0.041000000000000002 -0.16726499999999997 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 -5 8 7 -6 17 10 -4 28 13 -7 15 -2 -8 -3 -19 -20 21 -12 23 -15 29 26 27 -23 -11 -25
right_child=3 5 9 4 6 12 16 -9 -10 11 20 -13 -14 22 -16 -17 -18 18 19 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010097277657723995 -0.0021599789809994214 0.0026727810298725319 0.0010116474195741045 -0.00077707311322547466 0.00045522289966513327 0.0006474258387498032 0.00075021144448222607 0.0027457781333368918 0.0032191164813295307 0.0030297827846160336 0.0040447693412318953 0.0019639196873692411 0.00039853002253985737 0.0027993174273758313 0.0013310959525988108 0.00059759005213824755 0.0023464873734377052 0.002227644110120797 -0.002167678120501578 0.0011645918741705332 0.0035641297226736419 0.0051469453558759069 0.00076653237135151974 0.0025033720252684022 0.00044803929760359342 0.0024583506154166671 0.0022510657701113055 0.0027107696268262411 0.0050463824292999388 0.0012837901169022465
leaf_weight=41 23 20 37 21 27 30 158 77 20 20 23 21 21 202 25 30 28 27 22 80 50 32 20 189 26 1693 62 26 31 39
leaf_count=41 23 20 37 21 27 30 158 77 20 20 23 21 21 202 25 30 28 27 22 80 50 32 20 189 26 1693 62 26 31 39
internal_value=0 0.00238359 0.00252705 0.00101069 0.00125927 0.00196394 0.00140673 0.00215111 0.00132226 0.00255824 0.00251971 0.00358716 0.00216971 0.00224322 1.95588e-05 -0.000599091 0.000990511 0.00106765 0.000818797 0.000445867 0.0025493 0.00252166 0.0023438 0.00241297 0.00210572 0.00250234 0.0031229 0.00405487 0.00425556 0.00229476
internal_weight=0 2732 2036 389 311 696 290 104 169 1995 1923 72 527 506 78 53 186 149 129 102 1886 1836 476 456 254 1813 120 58 51 228
internal_count=3121 2732 2036 389 311 696 290 104 169 1995 1923 72 527 506 78 53 186 149 129 102 1886 1836 476 456 254 1813 120 58 51 228
is_linear=0
shrinkage=0.0127521


Tree=2598
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 15 4 0 4 0 2 11 11 2 376 0 12 2 0 4 15 1 15 13 148 160 16
split_gain=106.066 13.8326 11.5355 8.93404 6.82323 4.92265 4.59949 3.74746 3.62932 2.78166 2.30457 2.01988 2.70875 2.9731 1.90827 1.77465 1.6679 2.49476 1.52289 1.643 1.50266 1.44732 1.39114 2.96805 1.22484 1.19912 1.49472 1.17523 1.0583 1.02125
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.082585000000000006 0.024640000000000006 0.033845000000000007 -0.23194499999999998 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 1.0000000180025095e-35 0.080150000000000013 0.11177500000000001 0.080200000000000007 -0.097024999999999986 0.13597000000000004 0.25063000000000007 -0.11242999999999999 -0.064054999999999987 -0.03241999999999999 0.122715 -0.037864999999999989 -0.012119999999999997 -0.043434999999999994 -1.0000000180025095e-35 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 27 14 16 11 18 -1 -6 13 -13 21 -16 17 -5 -8 29 28 -4 -12 -24 -2 26 -18 -3 -7 -20
right_child=1 5 6 7 8 20 9 -9 -10 -11 22 12 -14 -15 15 -17 25 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022381610139314946 0.001680592949098127 0.00055717802012410862 0.0014965405421429202 0.0015783525487765805 0.0017142347018255281 0.00078124092861657848 0.0020886643479602223 0.00060630315434492929 0.001958085246702667 0.001510557563281144 0.0018340198527639956 0.0015394713972220241 0.00068628612990256411 0.0010534894662778058 0.0023953437524418392 0.0018955680241269889 0.00083764016356787751 0.00089419934153468555 0.0018277091251943083 0.0013036844350607494 3.9766343474731606e-05 0.0018597370645694574 0.0016974534998811528 0.0010385918461523922 0.0012730813341585421 0.00061096317553745963 0.0014486319685154052 0.00099071971114007601 0.00043947296944380827 0.0016974456924696384
leaf_weight=22 83 22 33 41 21 36 37 58 21 171 72 61 30 92 37 47 28 25 289 25 21 1024 76 27 29 22 20 106 99 446
leaf_count=22 83 22 33 41 21 36 37 58 21 171 72 61 30 92 37 47 28 25 289 25 21 1024 76 27 29 22 20 106 99 446
internal_value=0 0.000939409 0.0017431 0.00119121 0.00148548 0.000668105 0.00179465 0.000969592 0.00128238 0.00170811 0.00171745 0.00121282 0.00115529 0.00124725 0.00186808 0.00211571 0.00112452 0.0013192 0.00175049 0.00173403 0.000464536 0.0018484 0.00165199 0.00152474 0.00157508 0.000940968 0.00109222 0.000916205 0.000530611 0.00174866
internal_weight=0 590 2531 306 422 284 2109 194 225 968 197 204 183 153 1141 84 136 66 797 760 156 1057 175 103 112 70 48 128 135 735
internal_count=3121 590 2531 306 422 284 2109 194 225 968 197 204 183 153 1141 84 136 66 797 760 156 1057 175 103 112 70 48 128 135 735
is_linear=0
shrinkage=0.00170698


Tree=2599
num_leaves=31
num_cat=0
split_feature=1 4 16 157 2 16 1456 0 401 4 2 151 0 4 0 1 2 2 52 48 13 474 51 475 131 52 1208 1 16 16
split_gain=3.74651 1.26671 0.676408 0.619326 0.501258 0.489885 0.651507 0.463667 0.44558 0.808081 0.384124 0.396395 0.486224 0.429406 0.420377 0.366786 0.364331 0.468451 0.605955 0.409055 0.484631 0.342734 0.569629 0.548042 0.332972 0.339075 0.323827 0.437618 0.333882 0.432238
threshold=0.096325000000000008 0.26790000000000008 0.40020000000000006 -0.095909999999999981 0.25063000000000007 -0.14158499999999996 -0.033364999999999992 -0.07384499999999998 0.080710000000000018 -0.55119499999999988 0.10731 0.009020000000000002 -0.14832499999999996 0.038415000000000012 -0.098289999999999975 0.078340000000000007 0.10005000000000001 -0.0091949999999999983 -0.084699999999999984 0.084670000000000009 -0.0044799999999999987 0.087530000000000011 -0.034734999999999995 -0.084049999999999986 0.081165000000000001 0.12492500000000002 0.099975000000000008 0.089770000000000016 -0.073404999999999984 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 24 -5 -7 10 9 -9 11 12 13 15 -13 -1 17 18 -8 -18 -21 23 -23 -11 25 -3 27 28 29 -25
right_child=1 4 -4 5 -6 6 16 8 -10 21 -12 14 -14 -15 -16 -17 19 -19 -20 20 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00391479432534062 -0.00049018304175275549 0.00089186995090028082 0.0022523858415228692 0.0023711756812294215 -0.00081274267923187005 0.0029431292342518606 0.001826727460219004 0.0038964588533673314 0.00066282141407442434 -0.00010032813939003328 0.0012271595997956964 9.7616454594294196e-05 0.0022120593120351665 0.0041930515349871463 0.0019868963360611634 0.0022763904652973745 -0.00020907277261167015 0.0020427450290102589 -0.00067663394004355499 0.00056366457599414123 0.0020419653900132883 0.0037453525458066243 0.0012734637464412823 0.0014780952870108869 7.6782139466562361e-05 0.0022779852783905139 0.0028536029835482752 0.00052962267543280668 0.0016546938041841533 0.0036016901202573391
leaf_weight=21 21 232 144 62 24 27 26 24 38 20 48 21 1515 26 47 85 39 88 22 75 43 27 20 21 56 24 32 36 230 27
leaf_count=21 21 232 144 62 24 27 26 24 38 20 48 21 1515 26 47 85 39 88 22 75 43 27 20 21 56 24 32 36 230 27
internal_value=0 0.00126977 0.00159931 0.00136595 0.000733272 0.00146799 0.001293 0.00212371 0.00181587 0.00191613 0.00220665 0.00223407 0.00226836 0.00291457 0.00140344 0.00260098 0.00114094 0.00156155 0.000679353 0.000776596 0.00110237 0.00180105 0.00269348 0.00168645 0.000852196 0.00102182 0.00178973 0.00168131 0.00183045 0.00267262
internal_weight=0 883 547 403 336 382 320 2238 475 437 1763 1715 1647 132 68 106 293 136 48 157 118 413 47 366 312 256 346 314 278 48
internal_count=3121 883 547 403 336 382 320 2238 475 437 1763 1715 1647 132 68 106 293 136 48 157 118 413 47 366 312 256 346 314 278 48
is_linear=0
shrinkage=0.0111015


Tree=2600
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 2 4 4 1 52 1 2 131 2 160 151 4 3 52 16 4 0 12 16 15
split_gain=121.428 21.1673 12.4704 10.2068 7.11209 6.57231 4.54811 4.17024 3.60163 3.43533 3.38494 3.99776 2.91907 1.99038 1.66474 1.61893 1.55286 1.53499 1.59075 1.1543 1.08589 1.1919 1.0511 1.01552 0.971329 0.957122 1.4337 0.933339 0.903651 0.786282
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.089775000000000008 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.086835000000000009 0.31358000000000003 -0.067824999999999983 -0.088784999999999989 0.033845000000000007 -0.010424999999999999 0.40674500000000008 -0.007794999999999999 -0.39518999999999993 -0.070154999999999981 0.095780000000000018 0.11346000000000002 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 8 13 -5 11 -4 -6 23 -10 27 -17 18 -12 -13 -3 24 -21 25 -22 -1 -27 -16 -7 -9
right_child=1 2 10 9 12 28 -8 29 14 -11 17 19 -14 -15 15 16 -18 -19 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023243675746244482 0.0019276354343561687 0.0012825352759829182 0.0011851167868623105 0.0017750291377706829 0.0017458498833047942 0.0010704728316212298 0.001151761329727913 0.0024513983385001594 0.0021585733768339252 0.0010979018106876228 0.00049770517352671956 0.00098758481434702721 0.0011219010692655484 0.001832913091191529 0.0018852761030364077 0.0011721107155656587 0.0017406104056403252 0.00087938959748218792 -4.8162607642257058e-05 0.00078717487405567644 0.00099069492300287625 0.0010963173635203697 0.00038050957243306396 0.0016836184421276522 0.00063052901898514875 0.0020139437061373116 0.0015734312925906706 0.0017627246986343605 0.0015405310384117125 0.002118732994087861
leaf_weight=28 76 40 66 34 74 26 22 47 43 61 70 22 31 241 450 21 42 22 20 31 48 105 46 28 40 1003 22 303 22 37
leaf_count=28 76 40 66 34 74 26 22 47 43 61 70 22 31 241 450 21 42 22 20 31 48 105 46 28 40 1003 22 303 22 37
internal_value=0 0.00107776 0.000972739 0.00188871 0.00119278 0.00191103 0.00192415 0.00193165 0.00191727 0.00134024 0.000704235 0.0008597 0.00156164 0.00197319 0.00183122 0.00181397 0.00155111 0.000475203 0.000376401 0.000642755 0.00102656 0.000973512 0.000544232 0.00200446 0.000826983 0.00201299 0.00200449 0.00183596 0.00128592 0.00230487
internal_weight=0 691 615 2430 338 2335 2287 2265 2181 95 277 165 105 1322 859 816 63 112 90 99 233 193 77 1081 88 1053 1025 753 48 84
internal_count=3121 691 615 2430 338 2335 2287 2265 2181 95 277 165 105 1322 859 816 63 112 90 99 233 193 77 1081 88 1053 1025 753 48 84
is_linear=0
shrinkage=0.00170698


Tree=2601
num_leaves=31
num_cat=0
split_feature=1 12 1375 2 1 475 4 2 4 3 16 484 15 4 0 16 0 1 3 42 42 4 1427 42 3 43 13 49 3 0
split_gain=3.63026 1.05659 0.67498 0.679259 0.505093 0.518267 0.394488 0.426457 0.388104 0.390855 0.621241 0.454742 0.377619 0.569333 0.402221 0.396655 0.37575 0.664757 0.517365 0.394569 0.458939 0.416659 0.4021 0.377977 0.360428 0.521282 0.721333 0.524773 0.442024 0.535868
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.14122000000000004 0.094090000000000021 -0.068264999999999978 0.40124500000000002 0.14530500000000005 0.053180000000000012 -0.15121499999999996 -0.43320999999999993 -0.0082299999999999995 -0.43375999999999998 0.51303500000000013 -0.0058249999999999994 -0.40995499999999996 -0.092404999999999973 0.089370000000000019 -0.045649999999999989 0.086035000000000014 0.085505000000000012 -0.090289999999999981 0.080970000000000014 0.085225000000000009 0.0051600000000000005 -0.11720999999999999 -0.0072999999999999992 0.036705000000000008 0.13524500000000003 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -2 16 -10 -11 -12 13 -8 15 -14 17 -3 19 20 22 -21 23 -18 25 -6 27 -27 29 -26
right_child=6 8 3 -5 24 -7 12 -9 9 10 11 -13 14 -15 -16 -17 18 -19 -20 21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.00034210973583488012 0.0017942097527879407 0.0032108441649382779 0.0010079827054993002 -0.00036255004654843124 0.0030302862250232987 0.0026700507396277395 0.002765849489049484 0.00031461215043337824 0.00064711510501796565 0.0030424314244551832 0.0026813499618301446 0.001274025431054664 -0.00036949066529944806 0.00047597148027952757 -0.0015920730825280905 0.0018043237660268785 0.002562245500072332 0.00087307098577074193 0.00042339537874863426 0.00081781672626863406 0.0042505171651765501 0.0022835452141256175 0.0041919617478684799 0.00090575601598586093 0.0012526361756018806 0.0021323447908127564 -0.00038451473400262319 -0.00013346341677658341 0.00098098055897386416 0.0032232409456037
leaf_weight=23 107 196 36 21 22 200 23 45 32 84 54 121 39 76 23 21 859 22 21 33 27 712 24 23 34 68 46 22 41 66
leaf_count=23 107 196 36 21 22 200 23 45 32 84 54 121 39 76 23 21 859 22 21 33 27 712 24 23 34 68 46 22 41 66
internal_value=0 0.00228349 0.00179862 0.00188718 0.00197548 0.00241651 0.000876615 0.00135617 0.00241064 0.00197671 0.00214098 0.00170829 0.000476106 0.00100796 -0.000158277 0.000391344 0.00247651 0.00297492 0.00241256 0.00243745 0.00261219 0.00221862 0.00256336 0.00251905 0.00162738 0.00120913 0.000914526 0.00157848 0.00209605 0.00255324
internal_weight=0 2787 579 556 535 236 334 152 2208 291 259 175 182 99 83 60 1917 218 1699 1678 933 745 906 882 299 158 136 90 141 100
internal_count=3121 2787 579 556 535 236 334 152 2208 291 259 175 182 99 83 60 1917 218 1699 1678 933 745 906 882 299 158 136 90 141 100
is_linear=0
shrinkage=0.0127521


Tree=2602
num_leaves=31
num_cat=0
split_feature=1 12 132 3 15 43 3 123 1375 3 12 40 42 3 4 4 130 34 2 42 3 4 4 481 13 41 150 0 16 52
split_gain=2.94051 0.855837 0.580963 0.6482 0.874129 0.583793 0.415172 0.456704 0.395631 0.332828 0.520739 0.328705 0.341429 0.328579 0.32261 0.307964 0.333089 0.343608 0.451516 0.345389 0.30608 0.466925 0.476193 0.433509 0.392575 0.464492 0.302731 0.301671 0.340315 0.399682
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 0.11658 -0.018314999999999994 -0.077604999999999993 -0.014944999999999998 0.084280000000000008 -0.07273499999999998 0.31370500000000007 -0.42850999999999995 -0.083039999999999989 -0.035074999999999988 -0.11171999999999999 0.40124500000000002 -0.04890499999999999 -0.0060099999999999989 -0.038779999999999995 0.13622000000000004 0.093175000000000022 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 -0.051484999999999996 0.073000000000000023 0.083035000000000012 -0.090724999999999986 -0.13843999999999998 -0.071854999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 11 -8 -7 15 -11 -1 -13 -10 20 -2 -17 -18 19 -19 23 22 -22 -3 25 -25 -23 -28 29 -29
right_child=9 14 -4 4 -6 8 7 -9 13 10 -12 12 -14 -15 -16 16 17 18 -20 -21 21 26 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0010781108461082654 0.002432008798928899 0.0010278192100090153 -0.00030007354827092382 0.0015823743711341418 -0.001466288264884065 0.00052552858661111758 -0.00075470744577592114 0.0013818780496710891 0.00090812643135263762 0.001454929928406882 -0.0006682195313597579 0.0017689083934421068 0.004069618466384279 0.0026310264501457382 0.001141678545614715 -0.00048240735283020686 -0.00025917370717762768 0.0025689722276029084 0.00042279720459457624 0.00096891129829429034 0.0022154637037293187 0.0038218033417419064 -0.00033313848847640469 0.004899590339639822 0.0025868521678866414 0.0024165401362429392 0.00081562944907334839 0.0036370865894890265 0.0021316920975331744 0.002426963918124133
leaf_weight=37 28 21 25 61 24 20 27 57 22 34 56 27 21 258 43 27 28 60 59 42 29 24 25 37 102 22 25 53 949 878
leaf_count=37 28 21 25 61 24 20 27 57 22 34 56 27 21 258 43 27 28 60 59 42 29 24 25 37 102 22 25 53 949 878
internal_value=0 0.00218093 0.00171784 0.0018089 0.000721576 0.00200596 0.00136984 0.000695118 0.00236431 0.000837244 0.000133859 0.00203662 0.00277547 0.00249566 0.00230237 0.00109669 0.000923592 0.00112445 0.00136508 0.00191012 0.00232542 0.00227668 0.00103556 0.00285655 0.00309508 0.00397371 0.00231142 0.00229239 0.00231203 0.00249585
internal_weight=0 2787 579 554 85 469 169 84 300 334 90 85 48 280 2208 244 216 189 161 102 2165 1983 54 182 161 59 1929 1905 1880 931
internal_count=3121 2787 579 554 85 469 169 84 300 334 90 85 48 280 2208 244 216 189 161 102 2165 1983 54 182 161 59 1929 1905 1880 931
is_linear=0
shrinkage=0.0135326


Tree=2603
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 52 159 3 4 159 1 457 2 48 48 43 43 11 12 12 43 483 13 16 160 4 51 133 49 157
split_gain=2.41028 0.89329 0.674764 0.47405 0.515438 0.423061 0.545713 0.38503 0.357323 0.471211 0.463981 0.635153 0.494091 0.417053 0.57974 0.403087 1.22898 0.487147 0.353957 0.393397 0.302412 0.551473 0.577522 0.495706 0.472471 0.446955 0.545974 0.452965 0.521945 0.695965
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.039215000000000007 0.10620500000000001 0.42240500000000009 -0.073934999999999987 -0.094234999999999985 0.092390000000000014 0.060310000000000009 0.12358500000000001 0.092475000000000016 0.078735000000000013 0.10915000000000001 0.064745000000000011 0.097680000000000017 -0.10022999999999999 -0.086254999999999984 -0.081779999999999978 -0.069964999999999986 -0.15078499999999997 -0.066924999999999985 -0.52641999999999989 0.0049200000000000008 -0.15042499999999998 0.088525000000000006 -0.008964999999999999 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 7 -7 18 9 -5 20 12 -12 14 15 16 17 -11 -2 -20 24 23 -23 -22 -10 26 -26 28 -28 -30
right_child=5 -3 -4 4 -6 6 -8 -9 10 13 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.000607212141128157 0.0020939282038654056 -0.00021140947542175494 0.00054322742845631998 0.0037237165881636529 0.0030992097834354284 0.0019831660784615781 0.00010377221448665371 -0.0010022257858670819 0.0037774389819348066 0.0019596549756950585 0.0016388909752567723 0.00018983848458856877 -0.00015591443881670105 0.00061478386206746693 0.0037130300458342578 0.0028161859467617863 -0.00043355636971547111 0.00018465428343447172 -0.00096710841152002395 0.00062871387849110932 0.0018169669612906612 0.0036430039753289184 0.0016553037248106502 -0.00025962525458478347 0.0038260078587198389 0.0011489480164592033 0.0016110271801872628 0.0011896752416805409 0.0010171752542087458 0.0031280250038984709
leaf_weight=48 20 33 64 20 41 65 32 23 20 874 286 61 23 34 25 62 32 22 24 201 27 21 598 39 24 83 106 76 27 110
leaf_count=48 20 33 64 20 41 65 32 23 20 874 286 61 23 34 25 62 32 22 24 201 27 21 598 39 24 83 106 76 27 110
internal_value=0 0.00171525 0.0017386 0.00176737 0.0017887 0.000696479 0.00136316 0.00045518 0.00176779 0.0019324 0.00165056 0.00128842 0.0015053 0.00189824 0.00194124 0.0018965 0.00183505 0.00191607 0.000591998 0.000458493 0.00176903 0.00161359 0.00172274 0.00058989 0.00200777 0.00192469 0.0021124 0.00198348 0.00223175 0.00271202
internal_weight=0 2756 2723 2659 2611 365 97 268 2570 1069 1501 370 309 1049 1015 990 928 896 245 225 1131 685 619 66 446 426 343 319 243 137
internal_count=3121 2756 2723 2659 2611 365 97 268 2570 1069 1501 370 309 1049 1015 990 928 896 245 225 1131 685 619 66 446 426 343 319 243 137
is_linear=0
shrinkage=0.011781


Tree=2604
num_leaves=31
num_cat=0
split_feature=4 2 3 121 12 2 457 0 13 45 1 0 4 4 16 42 49 52 13 15 159 160 402 1209 484 403 401 1213 160 13
split_gain=1.95233 0.723565 0.546559 0.405521 0.444944 0.37464 0.357419 0.347592 0.67536 0.327173 0.291497 0.288487 0.303999 0.310459 0.904232 0.278084 0.364309 0.252984 0.249436 0.387629 0.528581 0.420642 0.409341 0.404203 0.392146 0.36381 0.445267 0.551048 0.385123 0.430869
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.25063000000000007 0.29113500000000009 -0.019414999999999998 -0.0087749999999999981 0.084355000000000013 0.08592000000000001 -0.23051499999999997 0.042705000000000007 0.056795000000000005 -0.050529999999999999 -0.0060199999999999993 -1.0000000180025095e-35 -0.080114999999999978 -0.083764999999999992 0.099260000000000015 0.11292000000000001 -0.089549999999999991 -1.0000000180025095e-35 0.087355000000000002 -0.074759999999999979 0.24690500000000001 0.092045000000000016 -0.07933999999999998 -0.085834999999999981 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 10 9 15 -9 11 -2 -6 18 14 -14 16 -5 -15 19 20 21 24 23 -23 -13 26 27 -24 -29 -30
right_child=5 -3 -4 4 6 -7 -8 8 -10 -11 -12 12 13 17 -16 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.0028964320413338972 0.0018101947115066301 -0.0001689529736767867 0.00043413334622393576 0.0028776327415804049 0.0023581344117026759 -0.00070670993861279504 0.00019811455929796899 0.0013899596213659366 -0.0012328163356900691 0.0025410619905485731 0.00056519949783167438 0.0033941858669174147 0.0021770000518926014 0.0019794007682765609 -0.00052786041513033831 0.0008468212093963993 0.0011807547775848884 0.0011152178796074825 0.0013989239300982728 0.0029036262364644759 -3.1282144773878415e-05 0.0029753689801077891 -0.00027096563544356421 0.0012093670331526161 0.0019065624781040807 0.00038232082343435853 0.0027901723345473963 0.00025193253198767311 0.00025256373426814799 0.0017570480118161587
leaf_weight=20 22 33 64 20 37 24 25 22 21 30 319 24 21 46 38 115 45 191 1443 26 21 37 21 23 101 37 26 25 23 221
leaf_count=20 22 33 64 20 37 24 25 22 21 30 319 24 21 46 38 115 45 191 1443 26 21 37 21 23 101 37 26 25 23 221
internal_value=0 0.00137078 0.00138944 0.00141244 0.00140119 0.000556608 0.00144246 0.000954085 0.000109069 0.00145547 0.000645522 0.00144168 0.00142708 0.00111391 0.000434887 0.00115595 0.00170287 0.00128295 0.00147279 0.00165501 0.00159693 0.00166049 0.00149956 0.0022984 0.00219219 0.00136378 0.0014787 0.00136112 0.00148853 0.00161523
internal_weight=0 2756 2723 2659 2639 365 2416 223 43 2391 341 2361 2324 296 59 180 65 237 2028 585 559 538 413 60 125 353 316 290 269 244
internal_count=3121 2756 2723 2659 2639 365 2416 223 43 2391 341 2361 2324 296 59 180 65 237 2028 585 559 538 413 60 125 353 316 290 269 244
is_linear=0
shrinkage=0.0104612


Tree=2605
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 4 1 14 2 15 4 2 2 52 1 2 151 12 16 16 159 42 3 15 16 42 49 12
split_gain=72.6774 11.9626 7.53869 6.34893 4.80074 4.41569 3.79517 2.68981 2.62322 2.6182 2.36709 2.19981 2.10954 2.02526 1.29114 0.955096 1.10101 1.76137 0.855748 0.844155 0.808519 1.35982 1.54949 1.45416 1.09756 0.804329 0.779975 0.693839 0.671328 0.66173
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088105000000000003 0.13754500000000003 0.42051500000000003 0.09253500000000002 0.062655000000000016 0.14285500000000004 -0.41396999999999995 0.40473500000000007 0.089885000000000007 0.094835000000000017 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.088784999999999989 -0.094384999999999983 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 0.086555000000000007 0.086245000000000016 0.090455000000000021 -0.0094449999999999968 0.093775000000000011 0.088340000000000016 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 8 6 18 9 10 14 13 -4 27 -7 20 -1 -15 29 -18 -3 -20 24 22 -22 -23 -5 -11 -21 -9 -16 -17
right_child=1 2 7 4 -6 12 -8 11 -10 25 -12 -13 -14 15 28 16 17 -19 19 26 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001592259967064827 0.0014364675816307883 0.0010100450928619711 0.00091456965221464119 0.0015123287150711447 0.00066163135301382746 0.0013421992487152382 0.00094223827745541918 0.00060428096197595929 0.00086528314721644216 0.001872024710487929 0.00047645952110504728 4.7785160506278296e-05 0.00085316275501710946 0.0016212996412842224 0.00094819548817747087 0.0014348677907636683 0.0008040132430498872 0.0013681965976982805 0.0010403172985792299 0.00078717264733908462 0.0013714440564499427 0.0016515353297515173 0.00082747016502166448 0.001240223252707822 0.0012006141312898217 0.0015578326522582243 0.00055249393551371308 0.00033168749989260127 0.0013190789635521396 0.001335892038187845
leaf_weight=26 76 40 76 1133 20 74 37 78 67 49 55 33 33 43 23 413 22 41 23 114 42 61 20 35 30 37 54 35 28 303
leaf_count=26 76 40 76 1133 20 74 37 78 67 49 55 33 33 43 23 413 22 41 23 114 42 61 20 35 30 37 54 35 28 303
internal_value=0 0.000834418 0.000760018 0.00142561 0.00144625 0.000921238 0.00145318 0.000563294 0.00109802 0.00146166 0.00073063 0.00041315 0.00119137 0.00145061 0.00130054 0.00138793 0.00137504 0.00117118 0.00079611 0.000751307 0.00148962 0.00138166 0.00119597 0.00150158 0.00150429 0.00173685 0.00071174 0.000519849 0.00115182 0.00139298
internal_weight=0 691 615 2430 2286 338 2266 277 144 2229 131 146 107 2143 77 822 779 63 231 191 1321 158 62 96 1163 86 168 113 51 716
internal_count=3121 691 615 2430 2286 338 2266 277 144 2229 131 146 107 2143 77 822 779 63 231 191 1321 158 62 96 1163 86 168 113 51 716
is_linear=0
shrinkage=0.00160853


Tree=2606
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 1 14 4 2 1 4 47 1 1 47 52 0 43 16 52 13 457 52 475 1420 0 2 15 0 1
split_gain=79.4275 13.3648 6.11896 6.10936 4.89699 4.86515 3.10281 2.87048 2.16519 2.04476 1.67708 1.47418 1.43909 1.40599 1.1525 1.06539 1.22818 0.942987 0.918608 0.879333 0.967476 1.43571 0.873925 0.935241 0.997673 0.838404 0.770984 0.837299 0.751231 0.740546
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.13501500000000002 0.13657000000000002 0.062655000000000016 0.27834500000000006 0.091265000000000013 0.077845000000000011 -0.35136499999999998 0.13082500000000002 0.11690500000000002 0.086920000000000011 0.10648500000000001 -0.52606999999999993 -0.050064999999999991 -0.080324999999999994 0.11346000000000002 -0.56176499999999996 -0.07743499999999999 0.048635000000000005 0.31359500000000001 -0.088274999999999978 -0.080064999999999983 -0.095504999999999993 0.11411 -0.41942499999999994 -0.057069999999999989 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 10 7 8 13 -5 -3 29 14 22 -12 -2 -17 -11 -6 -10 28 -22 23 -1 -25 -15 -4 -28 -21 -7
right_child=1 5 26 9 18 11 -8 -9 19 17 12 -13 -14 25 -16 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014016286167847325 0.0016869009127290118 0.0012964778943521463 0.0010992087932692267 0.0015581122797651637 0.00082712766623217759 0.00046104055402550165 0.0019612889338879798 0.00097523210245520125 0.0018050895581317135 0.0011240790111023303 0.00087918326485104665 0.00091079650567925927 0.00068019457103501242 0.0013683322312314317 0.0013355604185403063 0.0014645225535140972 0.00097368504282666015 0.00066365787938383334 0.0013202069281772022 0.0016700749297021062 0.0015073106829103277 0.001085963367887102 0.0014272461909168145 0.0021075343095270913 0.0017066863300812319 0.0016038852997190952 0.0009531493732294155 0.00050964590308540461 0.0013712305644003797 8.9272834498646991e-05
leaf_weight=31 49 26 31 28 26 109 84 22 38 47 137 21 122 55 20 82 20 20 22 184 461 27 37 20 940 357 29 25 31 20
leaf_count=31 49 26 31 28 26 109 84 22 38 47 137 21 122 55 20 82 20 20 22 184 461 27 37 20 940 357 29 25 31 20
internal_value=0 0.000914179 0.00125712 0.00159655 0.00161451 0.000736301 0.00162629 0.00161352 0.00161996 0.00115507 0.000865087 0.000474437 0.000824885 0.0016601 0.00093732 0.00147167 0.00136828 0.00098664 0.00105312 0.00154195 0.00152773 0.001484 0.00169523 0.00170523 0.00171504 0.00157244 0.000875976 0.000747824 0.00162699 0.000403402
internal_weight=0 691 236 2430 2335 455 2287 2203 2181 95 305 150 279 1440 157 151 102 67 48 741 703 488 1028 991 960 412 85 54 215 129
internal_count=3121 691 236 2430 2335 455 2287 2203 2181 95 305 150 279 1440 157 151 102 67 48 741 703 488 1028 991 960 412 85 54 215 129
is_linear=0
shrinkage=0.00177594


Tree=2607
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 0 4 40 9 4 1 483 156 15 41 49 49 0 0 10 2 10 12 4 15 0 49 133
split_gain=2.28346 0.681696 0.499834 0.495148 0.541211 0.393829 0.522621 0.357138 0.467234 0.303813 0.29874 0.390238 0.28933 0.335504 0.273639 0.271812 0.285117 0.511254 0.263546 0.261472 0.24745 0.29105 0.309036 0.51965 0.351008 0.286685 0.246003 0.360629 0.358217 0.335575
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078654999999999989 0.11924500000000002 -0.062764999999999974 1.0000000180025095e-35 -0.08440499999999998 0.081890000000000004 0.40124500000000002 0.16773500000000005 0.098395000000000024 0.10339000000000002 0.13592500000000005 0.085095000000000018 -0.14917999999999998 -0.026779999999999995 -0.14920999999999998 -0.18901999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.081419999999999979 0.53859500000000016 -1.0000000180025095e-35 -0.14051499999999997 0.005085000000000001 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 26 8 -5 -9 11 15 13 14 20 16 17 -3 -8 -19 -2 22 23 -22 -24 -23 28 -28 -7 -30
right_child=12 10 -4 4 -6 6 18 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 21 25 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0002700822960358749 -0.00067170569188301354 0.0034120934842274343 -0.00027994590194990087 0.0010201912854254226 0.0028924153845004364 0.0010808294764554176 0.0014325224169907805 0.00055845847012023664 -0.00054509837105183774 0.0021983934914270049 0.0027236712206964863 0.00043707928865391511 -0.00057243706153873653 0.0020561914819472674 0.0016425154157843713 0.0008012907313546527 0.00057469532998388469 0.0025134311614992463 3.3687860696376683e-05 0.0016457601559332772 0.00010505875879287894 -0.0011799029476549151 0.0013236287194027167 0.0021215444879645268 0.00011196073640055854 0.00062054918671610045 0.0033117949844145098 0.0017586870361546833 0.000942535531254326 0.002560597139861666
leaf_weight=23 20 20 25 58 26 118 27 23 37 32 30 32 23 20 27 44 28 42 39 2012 24 20 40 41 97 22 23 77 22 49
leaf_count=23 20 20 25 58 26 118 27 23 37 32 30 32 23 20 27 44 28 42 39 2012 24 20 40 41 97 22 23 77 22 49
internal_value=0 0.00155782 0.00122541 0.00129334 0.00136106 0.00128222 0.00147979 0.000814637 0.000410552 0.0015126 0.00164498 0.00163012 0.000605496 0.00069261 0.000598893 0.00164791 0.00166564 0.00168036 0.000605938 0.0016635 0.000492159 0.000587558 0.000758961 0.001377 0.000465732 -0.000236809 0.00167935 0.0021159 0.00144838 0.00205923
internal_weight=0 2787 579 554 531 505 355 150 95 55 2208 2178 334 311 291 2146 2102 2074 66 2054 264 244 202 65 137 42 289 100 189 71
internal_count=3121 2787 579 554 531 505 355 150 95 55 2208 2178 334 311 291 2146 2102 2074 66 2054 264 244 202 65 137 42 289 100 189 71
is_linear=0
shrinkage=0.0108838


Tree=2608
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 12 0 14 1 1 2 4 2 12 3 12 15 15 4 3 151 131 2 160 3 16 47 483
split_gain=70.0813 12.0576 7.37158 5.23934 4.26477 3.47893 3.21093 2.48596 2.11359 3.32962 3.06129 2.04943 1.99533 2.54281 1.77861 1.72061 1.38918 1.21998 1.18935 1.17869 1.1638 1.26579 1.05892 0.94262 1.38253 0.847792 0.834141 1.28858 0.822535 0.792134
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.091715000000000005 -0.10096999999999999 -1.0000000180025095e-35 0.081670000000000006 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.091475000000000015 -0.07908999999999998 0.13597000000000004 -0.03241999999999999 -0.086849999999999997 -0.55119499999999988 -0.14989499999999997 -0.088784999999999989 0.090855000000000005 0.31358000000000003 -0.067824999999999983 -0.13309499999999996 -0.040964999999999994 0.090100000000000013 0.106785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 8 -7 9 -1 -11 19 13 -4 -6 20 -12 -9 29 -5 -10 -22 -3 24 -14 -15 -20 -28 -24 -17
right_child=1 2 12 11 14 7 -8 17 15 10 16 -13 23 25 -16 18 -18 -19 26 -21 21 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017508189918341497 0.0013321930712712712 0.00091114631943043495 0.00079469958810177404 0.0014328876863149626 0.001189938574980379 0.00053370537661865758 0.0016621956368604498 0.0012463183862465336 0.0017857635959406899 0.001283425558993097 0.00047581193927099451 0.00076763128718827973 0.00029082815680623789 0.0006603564445008752 0.00068686474293301603 0.0011278522072434446 0.00098110304393920827 0.00085432148349826205 0.0015810074706826089 0.00098650818765310408 0.0010696614959342596 0.0013882886315685298 0.00057310054814003054 0.00058012058890553084 -0.00019796036954782133 0.00028784987071747687 0.0013721644605506061 0.0011711619280576982 0.00092416605030478467 0.0014802842536112315
leaf_weight=25 76 40 66 30 81 20 85 108 20 112 20 64 71 22 26 167 64 28 33 37 36 1162 170 20 21 77 264 135 21 20
leaf_count=25 76 40 66 30 81 20 85 108 20 112 20 64 71 22 26 167 64 28 33 37 36 1162 170 20 21 77 264 135 21 20
internal_value=0 0.000703339 0.000625627 0.00130733 0.000791491 0.00132588 0.00134345 0.0010846 0.00133028 0.00117566 0.0011023 0.0009818 0.000423236 0.000540257 0.0010677 0.00134889 0.000860796 0.00116561 0.00127704 0.00118638 0.0013854 0.00137871 0.000663552 0.00025084 0.000179257 0.000370629 0.0013253 0.00130416 0.000611699 0.00116555
internal_weight=0 691 615 2430 338 2299 2143 156 2058 221 196 131 277 165 107 1837 84 136 619 67 1218 1198 231 112 92 99 432 399 191 187
internal_count=3121 691 615 2430 338 2299 2143 156 2058 221 196 131 277 165 107 1837 84 136 619 67 1218 1198 231 112 92 99 432 399 191 187
is_linear=0
shrinkage=0.00167351


Tree=2609
num_leaves=31
num_cat=0
split_feature=1 12 2 3 15 43 147 43 3 16 457 52 12 42 132 2 1 12 4 1 123 156 50 12 12 16 10 480 158 480
split_gain=2.16632 0.655099 0.443426 0.422609 0.673259 0.401447 0.43688 0.399737 0.322598 0.387286 0.316652 0.438337 0.295529 0.286696 0.332511 0.269376 0.265837 0.256436 0.39099 0.254272 0.327384 0.315254 0.32489 0.377136 0.507928 0.312321 0.310541 0.225858 0.312165 0.268046
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.11658 -0.018314999999999994 -0.078139999999999973 0.089365000000000014 -0.11720999999999999 -0.095524999999999985 -0.16075999999999999 0.078435000000000019 0.08257500000000001 0.10227500000000002 -0.069529999999999995 0.019705000000000004 -1.0000000180025095e-35 0.082005000000000008 0.10866500000000003 -0.081224999999999978 0.14860500000000001 0.11679000000000002 0.10339000000000002 0.086295000000000011 -0.081419999999999979 0.11472500000000001 0.15273500000000004 -0.062879999999999978 -0.095389999999999989 0.13509500000000002 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 8 -1 -7 16 11 -9 15 -14 17 -3 -10 18 -15 20 21 22 23 -2 25 -25 -21 -17 29 -29
right_child=19 12 -4 4 -6 6 -8 10 9 -11 -12 -13 13 14 -16 27 -18 -19 -20 26 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0020012776431632328 0.0013284524994606349 0.0032144835533110122 -0.00039733438661870174 0.0012872926990805402 -0.0010541694788030198 0.00043797742748268069 7.0677773832461909e-05 -0.00019138918977415687 0.0020030470580745959 0.0018102422897643916 0.0016134123770587547 0.0018055680473743419 0.0019819697564402959 0.0021103548038182811 -0.00024955740558917376 0.00060208603597101018 0.0038617536317704527 0.0016441213078478853 8.4011030178543549e-05 -0.0012612716398772623 -0.00055011991608636807 0.0022884728823109094 0.0017468037800722912 -0.00065074559081694571 0.001683361426194781 0.0010257917446713355 0.00052094325932180194 0.0029566790144933183 0.0033199947075014014 0.0017921613686817195
leaf_weight=47 63 20 21 61 25 20 20 65 20 216 38 21 94 20 21 22 25 132 44 20 23 23 43 68 25 21 48 29 20 1806
leaf_count=47 63 20 21 61 25 20 20 65 20 216 38 21 94 20 21 22 25 132 44 20 23 23 43 68 25 21 48 29 20 1806
internal_value=0 0.00167663 0.00131686 0.00138137 0.000606635 0.00152254 0.00178668 0.00105758 0.00190881 0.00202152 0.00069989 0.00029624 0.00177098 0.00142763 0.0011875 0.00182727 0.00303566 0.00134147 0.000717243 0.000652521 0.000820158 0.000949856 0.000809909 0.000582302 0.000169956 -0.000255158 -3.23759e-06 0.00181248 0.00182684 0.00181057
internal_weight=0 2787 579 558 86 472 301 171 281 261 124 86 2208 311 217 1897 45 196 64 334 266 243 220 177 114 89 68 1877 1855 1835
internal_count=3121 2787 579 558 86 472 301 171 281 261 124 86 2208 311 217 1897 45 196 64 334 266 243 220 177 114 89 68 1877 1855 1835
is_linear=0
shrinkage=0.0120166


Tree=2610
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 52 159 147 1 3 4 1 403 150 47 51 1212 15 48 0 3 12 0 52 52 2 12 133 12 49
split_gain=1.78466 0.627487 0.489537 0.425835 0.378371 0.337789 0.414605 0.393616 0.414744 0.455725 0.297909 0.291221 0.315115 0.347457 0.360027 0.363781 0.282786 0.290375 0.367681 0.508892 0.362475 0.481062 0.291743 0.461851 0.740552 0.421201 0.298642 0.31401 0.471748 0.28626
threshold=0.27044500000000005 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 -0.083654999999999993 0.039215000000000007 0.10620500000000001 0.096620000000000011 0.10374500000000002 -0.13927999999999999 0.50194500000000009 0.091900000000000023 0.03138500000000001 -0.094239999999999977 0.11518500000000002 -0.23681499999999997 0.13713500000000003 -0.15026499999999995 0.089350000000000013 -0.030209999999999997 -0.15447499999999995 0.082095000000000015 -0.10836499999999999 -0.069804999999999992 0.061605000000000007 0.090675000000000019 0.088245000000000004 0.11269500000000002 0.086345000000000019 0.088930000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 11 -5 7 -7 8 -2 10 -10 -4 13 -13 15 -15 17 29 20 -20 21 -19 23 -22 -25 -26 27 -24 -29 -1
right_child=5 -3 3 4 -6 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=0.0030365928690258407 -0.0011645983542059176 -0.00012209713071809593 0.00014399236202772904 -0.0007636693610895308 0.00086798542208248273 0.0016440689370855162 0.00010040532060374627 0.0015686189047603271 0.00057942517907855662 0.00010265158181090824 0.0023670438717892477 0.00018053074246431972 0.00012782967027439568 0.0030235905614469953 0.00081961938910057658 0.0015544396037381876 0.0025761465574096858 0.001207860171896143 0.0012133762482616996 -0.00055195247216754842 -0.00023057089341614002 0.0031567564931719912 0.0017371323824348175 0.0021323556103937549 -0.00096351472566522491 0.0013148611527702705 0.0013713851155823828 -0.00023538303832790685 0.0020520975763712169 0.0015954098651928339
leaf_weight=29 24 33 25 20 141 65 32 30 27 167 20 26 24 22 80 372 30 27 161 23 30 37 721 59 20 20 770 25 20 41
leaf_count=29 24 33 25 20 141 65 32 30 27 167 20 26 24 22 80 372 30 27 161 23 30 37 721 59 20 20 770 25 20 41
internal_value=0 0.00139954 0.00141798 0.00116734 0.000665295 0.000573463 0.00113482 0.000370285 0.000219234 0.000374431 0.00134011 0.00131457 0.00137042 0.00143007 0.00149861 0.00163647 0.00150638 0.0014902 0.0014645 0.00099271 0.00151471 0.00233457 0.00148319 0.000976115 0.00134178 0.000175673 0.00152578 0.00168098 0.000781275 0.00219247
internal_weight=0 2756 2723 710 161 365 97 268 238 214 47 549 524 500 474 394 2013 1983 1913 184 1729 64 1665 129 99 40 1536 766 45 70
internal_count=3121 2756 2723 710 161 365 97 268 238 214 47 549 524 500 474 394 2013 1983 1913 184 1729 64 1665 129 99 40 1536 766 45 70
is_linear=0
shrinkage=0.0111015


Tree=2611
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 15 39 0 11 11 52 47 0 12 0 47 4 15 2 3 13 48 43 4 16 2 13
split_gain=75.8103 9.37531 8.73412 5.29641 4.58285 3.57239 3.44861 2.40721 2.34266 2.33895 1.90924 1.73237 1.68902 1.65399 1.60878 1.60372 1.98054 1.42875 1.16556 1.13614 2.44716 1.12328 0.856598 1.25483 2.02807 1.00858 0.835827 0.991247 0.786399 0.780973
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.090285000000000018 0.033845000000000007 0.024640000000000006 0.087880000000000014 -0.23194499999999998 1.0000000180025095e-35 0.080150000000000013 0.048770000000000008 0.081320000000000017 -0.097024999999999986 0.13597000000000004 -0.11242999999999999 1.0000000180025095e-35 -0.064054999999999987 -0.03241999999999999 0.11704500000000001 -0.015584999999999998 -0.0044799999999999987 -1.0000000180025095e-35 -0.080554999999999974 -0.031404999999999995 -0.020119999999999996 0.099185000000000009 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 21 9 11 15 14 26 -1 17 -13 29 22 -8 -17 -4 -11 28 -21 -2 -5 25 -25 -24 -3 -28 -12 -7
right_child=1 5 6 8 -6 13 7 -9 -10 18 19 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0019047218509912272 0.0013852024807601037 0.0011419842417429546 0.0012046587897985583 0.00070294260334254532 0.00077758071797001693 0.00034930823850094425 0.0018088598083468817 0.0012498080661500618 0.00159649595510753 0.00049770470751521044 0.0016513958147656627 0.0020645513080432597 0.001586542607014014 0.00064863332303287521 0.0013058032011330639 0.0014678245418130969 0.00098884948893373571 0.0015584417437014089 0.00084385659690883338 0.0014226618805269163 0.0008361322943406551 0.00094884241755504716 0.00099575514092701363 0.00068131732127047471 0.0013036235255387875 0.00052723390167501623 0.00090979225125358844 0.00059045881050222705 0.0012609152424004589 -4.7445691185424566e-05
leaf_weight=22 95 27 33 35 75 33 37 171 21 112 52 37 47 34 41 735 25 1024 36 76 27 20 31 20 55 22 96 38 20 24
leaf_count=22 95 27 33 35 75 33 37 171 21 112 52 37 47 34 41 735 25 1024 36 76 27 20 31 20 55 22 96 38 20 24
internal_value=0 0.00079333 0.00145947 0.0012397 0.00109942 0.000647937 0.00150345 0.00142998 0.00106427 0.000733763 0.00144006 0.00156578 0.00179709 0.000356506 0.00100948 0.00146863 0.00145207 0.0015474 0.000581904 0.00138165 0.00126891 0.00130931 0.000934946 0.000998384 0.00113768 0.000801275 0.000873361 0.000819235 0.00154293 0.000182254
internal_weight=0 590 2531 422 190 400 2109 968 225 309 197 1141 84 91 204 797 760 1057 148 175 103 115 163 128 75 53 161 134 72 57
internal_count=3121 590 2531 422 190 400 2109 968 225 309 197 1141 84 91 204 797 760 1057 148 175 103 115 163 128 75 53 161 134 72 57
is_linear=0
shrinkage=0.00167351


Tree=2612
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 2 4 0 49 1447 1 50 52 159 1 4 1 0 1 40 1 52 52 13
split_gain=139.44 22 12.2103 10.2666 7.71935 6.79363 6.03698 5.56147 4.46964 3.60418 3.13189 2.7156 2.50553 2.38757 1.97078 1.7705 1.63891 1.54471 1.44711 1.39932 1.75225 2.66574 1.39156 1.51581 1.38729 1.30208 1.21581 1.1632 1.16527 1.13129
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.089775000000000008 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.090999999999999984 -0.15464999999999998 -0.22491999999999998 -0.054984999999999992 -0.082869999999999985 0.090540000000000023 0.041865000000000006 -0.56176499999999996 0.082585000000000006 0.083345000000000016 -0.111605 0.085110000000000005 -0.072894999999999988 0.13436000000000001 -0.077474999999999988 0.13075500000000004 0.40674500000000008 -0.0080349999999999987 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 25 -8 13 -4 11 -1 -9 -7 -2 -15 27 29 -17 20 -20 -22 23 -21 -14 -3 -5 28 -13 -6
right_child=1 4 9 26 17 8 7 12 -10 -11 -12 16 24 15 -16 18 -18 -19 19 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011674717930141205 0.0010464365099607164 0.00051344078650090422 0.0015478242790165173 0.00087685474360059282 0.00033165039147098541 0.0012239933117989595 0.0013308156801633323 0.0012833133932252797 0.0010814960363049679 0.00083034686745396633 0.0022043794787347105 0.0017534277884928924 0.00068687123012134833 0.0020224714552008658 0.0016135536232765983 0.0019784395986643909 0.0016622589470869629 0.00051921258563732847 0.0016182174437494351 0.0018427695219725765 0.0016253709027488612 0.00084238940335748221 0.0022224871371751024 0.001380188628501329 0.00024957959984469279 9.9692883907749979e-05 0.00040389840403290558 0.0014687155854143745 0.0018781830834645246 -0.00014741817973149284
leaf_weight=22 23 47 34 60 22 42 54 20 48 63 59 359 150 40 121 38 235 23 603 80 32 24 20 31 27 49 24 28 690 53
leaf_count=22 23 47 34 60 22 42 54 20 48 63 59 359 150 40 121 38 235 23 603 80 32 24 20 31 27 49 24 28 690 53
internal_value=0 0.000786559 0.00169932 0.00123514 0.000556722 0.0017248 0.000681027 0.000825895 0.00160968 0.00108183 0.00180397 0.00178626 0.00068749 0.00163754 0.00152297 0.00165755 0.00179663 0.000116582 0.00163992 0.00162363 0.00159031 0.00128981 0.00179128 0.00171358 0.000620166 0.000302257 0.000741724 0.00182595 0.00183549 -6.8914e-06
internal_weight=0 673 2448 228 445 2351 347 251 958 97 1393 1334 197 910 144 868 1312 98 828 790 659 56 131 111 177 96 84 1077 1049 75
internal_count=3121 673 2448 228 445 2351 347 251 958 97 1393 1334 197 910 144 868 1312 98 828 790 659 56 131 111 177 96 84 1077 1049 75
is_linear=0
shrinkage=0.00177594


Tree=2613
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 39 15 0 13 4 0 47 4 15 16 47 2 0 16 4 1 4 16 3 15 4 1 2
split_gain=64.0382 8.53253 7.5215 4.45043 3.9764 3.33493 2.78686 2.13873 1.8565 1.59451 1.5933 1.49869 1.41593 1.41272 1.35173 2.17199 1.20886 1.17983 1.03432 1.0255 1.10268 1.0175 0.992578 1.58326 0.895763 0.848383 0.842501 0.796665 0.764656 0.746157
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.091475000000000015 0.087880000000000014 0.024640000000000006 -0.23194499999999998 -0.47860499999999995 0.033845000000000007 -0.14832499999999996 0.081320000000000017 -0.059649999999999988 -0.03241999999999999 -0.073404999999999984 1.0000000180025095e-35 0.099185000000000009 -0.11173999999999999 -0.43320999999999993 -0.031404999999999995 0.081670000000000006 -0.14098499999999997 -0.020119999999999996 0.14121000000000003 -0.091964999999999977 0.40473500000000007 0.122715 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 28 7 12 21 13 -1 -7 16 -4 -5 18 -16 -8 -9 -11 20 -14 -3 23 -18 25 27 -25 -23 -2 -15
right_child=1 5 6 8 -6 10 11 17 -10 14 -12 -13 19 29 15 -17 22 -19 -20 -21 -22 24 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0019680210118323345 0.0014829281202865588 0.0012602565670166255 0.0019331087932960163 0.00098789317192993675 0.00084072757748269728 0.00056792547082771551 0.0016258156397878786 0.00053578523647308525 0.0016419654805404681 0.0017673075736439094 5.9382599805956993e-05 0.0013213098173669748 0.0015936640651931675 0.0016148411141167368 0.0014605746900464519 0.00084189652088922289 0.0010424532638712216 0.00091907572540979234 0.0012741739096375534 0.0016206992346392913 0.0010408898568654492 0.0013352687063825043 0.0015797439219846394 0.001815757615692228 0.00062686970689532608 0.00075081096832549073 0.0014203168343229172 0.00090113995112486248 0.0011344036845829513 0.0011161728438881316
leaf_weight=22 83 27 48 163 74 58 246 115 21 53 33 156 28 21 76 26 37 36 20 1160 22 27 163 20 38 39 229 31 29 20
leaf_count=22 83 27 48 163 74 58 246 115 21 53 33 156 28 21 76 26 37 36 20 1160 22 27 163 20 38 39 229 31 29 20
internal_value=0 0.000845615 0.00152158 0.00129641 0.00117309 0.000694848 0.00156664 0.000785365 0.00111886 0.00149919 0.000383509 0.00148497 0.00162188 0.00106501 0.00144025 0.00130287 0.00152171 0.000627166 0.0016322 0.00160953 0.00135044 0.000932822 0.00146467 0.00139909 0.000867335 0.000961538 0.00145208 0.00110323 0.00139269 0.00137159
internal_weight=0 590 2531 422 186 404 2109 313 225 197 91 851 1258 204 175 102 695 151 73 1210 50 162 449 286 135 97 249 58 112 41
internal_count=3121 590 2531 422 186 404 2109 313 225 197 91 851 1258 204 175 102 695 151 73 1210 50 162 449 286 135 97 249 58 112 41
is_linear=0
shrinkage=0.00184769


Tree=2614
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 12 47 15 4 0 2 34 4 47 14 16 4 15 2 1 13 3 1 0 31 12 11 0 15 131
split_gain=86.2618 11.2741 9.82647 5.97725 5.80107 3.60451 3.53129 2.79025 2.69128 2.22074 2.01163 2.8411 1.94281 1.7145 1.56694 1.35248 1.34457 2.09608 1.46578 1.30036 1.23282 1.06564 1.47856 1.1872 1.03842 1.02442 1.11295 0.984762 2.03404 0.983476
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.08864000000000001 0.085055000000000006 0.091475000000000015 0.12958500000000003 0.024640000000000006 0.40124500000000002 -0.23194499999999998 0.13754500000000003 -1.0000000180025095e-35 -0.0024449999999999997 0.081320000000000017 0.076175000000000007 -0.073404999999999984 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.14089500000000002 -1.0000000180025095e-35 -0.015584999999999998 0.10089500000000001 -0.093039999999999984 -0.077289999999999984 0.11903500000000002 0.080705000000000013 -0.11437499999999999 -0.095244999999999982 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 -2 14 10 13 -6 -1 11 24 15 21 27 -7 18 -18 -11 -8 -13 -5 23 -23 -3 26 -17 28 -4 -12
right_child=1 6 5 7 8 12 19 -9 -10 16 29 20 -14 -15 -16 25 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020838632979921358 0.00090917910728255196 0.0006081884979501431 0.0018060948011482567 0.00076208919148419295 0.0015443974507000869 0.0017163315727164216 0.0012810649009169788 0.0017579734580636204 0.00094563425920121723 0.0018384550109094297 0.00030713166410988225 0.00071637892909029509 0.0014215297455710744 0.0014165382518650964 0.002008224693666454 0.0015365347382428514 0.0015284931691461579 0.00097480908773143245 0.0012946887744477121 0.00071528939054936577 0.0011377666123652214 0.001109729120526927 0.00088344068993696518 0.0015768809032576942 8.9452812459864736e-05 0.0012847092262502128 0.0017996392687171156 0.0016964730373861534 0.0010547945841435206 0.0007243787323937416
leaf_weight=22 178 22 21 35 89 210 29 21 29 52 93 55 231 41 46 316 76 27 20 20 32 51 54 23 23 39 55 1170 21 20
leaf_count=22 178 22 21 35 89 210 29 21 29 52 93 55 231 41 46 316 76 27 20 20 32 51 54 23 23 39 55 1170 21 20
internal_value=0 0.000868581 0.00159337 0.0013556 0.00110375 0.00164095 0.000631818 0.00116551 0.00139724 0.00157271 0.000548154 0.000691265 0.00155515 0.00110452 0.00169899 0.00160493 0.00150845 0.00138335 0.00168741 0.00105014 0.000871372 0.00102603 0.00109821 0.00125492 0.000343057 0.00154788 0.00157554 0.00168725 0.00143044 0.000380981
internal_weight=0 590 2531 422 296 2109 294 225 118 197 245 132 851 204 1258 620 175 103 72 49 87 163 128 74 45 410 371 1212 42 113
internal_count=3121 590 2531 422 296 2109 294 225 118 197 245 132 851 204 1258 620 175 103 72 49 87 163 128 74 45 410 371 1212 42 113
is_linear=0
shrinkage=0.00170698


Tree=2615
num_leaves=31
num_cat=0
split_feature=1 3 4 12 1 4 2 14 1 47 2 1 16 2 159 457 49 52 2 1 1 51 1 2 52 12 4 3 4 16
split_gain=116.69 19.3553 9.47186 9.15111 6.56596 6.09945 5.17883 4.36379 3.8672 3.49522 2.99191 2.2216 2.1164 1.8187 1.75151 1.89213 1.55155 1.45447 1.33202 1.31803 1.26438 1.18637 1.1382 2.69752 1.12618 1.08852 1.1996 1.66205 1.01403 1.53212
threshold=0.104035 -0.059315 0.27834500000000006 -0.029094999999999999 0.11690500000000002 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.085505000000000012 0.089775000000000008 0.16540500000000002 -0.061854999999999993 0.094835000000000017 0.08154500000000002 0.083570000000000019 -0.054984999999999992 -0.56176499999999996 0.10882500000000002 0.11910500000000002 0.086920000000000011 0.11144500000000002 0.088975000000000012 0.097845000000000015 0.056145000000000007 0.095780000000000018 -0.49013999999999996 -0.10831999999999999 -0.39518999999999993 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 8 14 6 7 10 13 11 20 24 -11 -1 15 18 -2 -12 -3 -4 21 28 25 -24 -6 26 -19 -28 -5 -30
right_child=1 4 19 5 9 -7 -8 -9 -10 12 17 -13 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0020521514886192938 0.0013288259838503448 0.0015758120551174145 0.0012011124148700732 0.0023487604644624651 0.00057457391357046417 0.00095633183711415787 0.0012697652914209234 0.002290687590430844 0.0011384563153365496 0.00080048185363554378 0.0021242801256413186 5.5003978151872713e-05 0.0013982102442915228 0.0015125501714616826 0.0008229810911216343 0.00089399445100230555 0.0018020775103091021 0.0022327783461029084 0.0011697335248136468 0.00077238714770123907 0.0018683887374192699 0.0016381524546357083 0.0011307954831598804 0.0018481808523871854 0.00087301608766735222 0.001743453856489971 0.0014748247978007218 0.0018865596668223886 0.0020053779017796913 0.0017247882645352586
leaf_weight=28 24 43 48 23 140 20 37 86 64 45 43 20 28 52 41 36 127 26 52 37 393 28 24 42 50 303 31 364 805 61
leaf_count=28 24 43 48 23 140 20 37 86 64 45 43 20 28 52 41 36 127 26 52 37 393 28 24 42 50 303 31 364 805 61
internal_value=0 0.00107361 0.00147029 0.00186858 0.000867857 0.00189487 0.00190315 0.00191367 0.00145121 0.000707996 0.00189854 0.000596149 0.00102975 0.00170141 0.00113088 0.00122725 0.00172686 0.00181855 0.00135354 0.00101449 0.0019494 0.00198411 0.00180191 0.00158731 0.000653111 0.00182147 0.00187762 0.00185425 0.00199501 0.00198561
internal_weight=0 691 236 2430 455 2286 2266 2229 144 283 2143 210 73 80 172 131 151 833 95 85 1310 917 790 66 190 724 421 395 889 866
internal_count=3121 691 236 2430 455 2286 2266 2229 144 283 2143 210 73 80 172 131 151 833 95 85 1310 917 790 66 190 724 421 395 889 866
is_linear=0
shrinkage=0.00170698


Tree=2616
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 44 4 2 1 2 4 1 2 151 160 47 52 3 52 150 475 16 1420 1429 51 133 0
split_gain=112.897 18.7357 11.1664 8.10421 6.47545 5.55733 4.56232 3.6448 3.32618 2.97264 2.81968 2.81288 2.76611 2.55019 1.49204 1.40079 1.09114 0.986096 0.943875 0.930476 0.895027 0.877473 1.33661 0.94469 0.864443 0.790191 1.1381 1.34081 1.26704 0.787297
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.094585000000000016 0.40473500000000007 0.092235000000000025 0.09253500000000002 0.13754500000000003 0.42051500000000003 0.087135000000000004 0.085730000000000015 -0.088784999999999989 -0.067824999999999983 0.090100000000000013 -0.56176499999999996 -0.010424999999999999 0.039215000000000007 0.081835000000000019 -0.08230999999999998 0.11346000000000002 -0.080064999999999983 0.084770000000000012 0.11144500000000002 0.083950000000000011 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 10 12 -6 14 -5 13 -4 25 29 -3 -15 -18 -12 -19 22 23 -21 -7 -1 27 -27 -28 -16
right_child=1 2 8 11 9 24 -8 -9 -10 -11 19 -13 -14 17 15 -17 18 20 -20 21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0020337829936616755 0.0016937118994408997 0.0011334121437577892 0.00098771954708579308 0.0015873060456624527 0.0015495338488942872 0.00095561040381909412 0.00097823570188763074 0.0020430782352572948 0.001207823885538871 0.00096901244891921506 0.0018639458600507601 0.0010099265744098387 0.0003754413360224165 0.00083897560484580067 0.0017016296231784746 0.0013234144937400445 0.0008015049419097431 0.00066520525277054471 0.0011629713139442346 0.0018376628139002025 0.00027577570679561408 0.0016644851006339723 0.0011421810171511791 0.0015422389679693831 0.0013888407032239384 0.0017893014251271278 0.0012645506629946884 0.0014687822479551461 0.0017320469441460579 0.0013737674819899761
leaf_weight=29 76 40 53 34 74 26 22 84 22 33 37 61 118 21 361 30 170 26 21 31 37 304 20 290 22 960 24 35 40 20
leaf_count=29 76 40 53 34 74 26 22 84 22 33 37 61 118 21 361 30 170 26 21 31 37 304 20 290 22 960 24 35 40 20
internal_value=0 0.000940261 0.000847152 0.0016771 0.00104337 0.00169584 0.00170721 0.00171429 0.000607729 0.00137049 0.00170162 0.00121657 0.000555956 0.000711435 0.00174064 0.00165807 0.000891839 0.000537113 0.000841247 0.00161588 0.000436493 0.00160165 0.00154563 0.00157077 0.00115417 0.00177183 0.00176465 0.00177803 0.00155674 0.00168442
internal_weight=0 691 615 2430 338 2335 2287 2265 277 107 2181 95 255 137 1499 411 231 84 191 682 63 645 341 321 48 1088 1059 995 64 381
internal_count=3121 691 615 2430 338 2335 2287 2265 277 107 2181 95 255 137 1499 411 231 84 191 682 63 645 341 321 48 1088 1059 995 64 381
is_linear=0
shrinkage=0.00160853


Tree=2617
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 4 2 11 15 1 47 52 1 0 43 2 4 1 124 3 15 13 16 4 3 12
split_gain=174.23 21.0677 18.3172 16.5919 9.91224 7.93321 7.23343 6.60572 5.79269 4.16041 3.84047 2.93696 2.75154 2.71098 2.68993 2.51506 2.94933 2.20604 2.19093 2.13953 2.1024 2.09746 1.98418 1.78899 1.64506 1.70457 2.57658 1.63746 1.53735 1.53702
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.09141500000000001 0.13082500000000002 -0.17966999999999997 0.018150000000000003 0.11389000000000002 1.0000000180025095e-35 0.13592500000000005 0.086105000000000015 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.11173999999999999 -0.025214999999999998 0.11177500000000001 -0.064054999999999987 0.16540500000000002 -0.072314999999999977 -0.13927999999999999 -0.020484999999999996 -0.0075049999999999987 -0.50690499999999983 -0.10429499999999998 0.090900000000000009 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 29 11 21 -6 12 14 17 23 -13 20 16 22 -4 -2 -20 -1 -3 -10 -8 25 -21 -27 -25 -22 -5
right_child=1 7 6 5 8 -7 9 -9 15 -11 -12 13 -14 -15 -16 -17 -18 -19 19 24 28 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0022735956049357246 0.00089413082690933217 0.00060471797627336418 0.0018971859916539662 0.0024295788934313427 0.0022420298392065935 0.0011122450119731063 0.0024267315601125307 0.0014130537851034519 0.0012602522088970929 0.0018537819792966525 0.0013732876771067166 0.002789632321044188 0.0015389592257270043 0.0021313691666016835 0.0025703938247890238 0.0019227465891653182 0.0010782261321176394 0.0022826893101231503 0.0016126739807406447 0.00093806699096459596 0.00200577175660446 3.9835913509239926e-05 0.0018625464750532379 0.0018028204767219084 0.00066201610771594139 0.0009449651990941088 0.0017413716007265813 0.0021603973867895233 0.0015307809650055473 0.001931547897441203
leaf_weight=69 109 148 45 23 28 36 69 29 30 177 22 61 21 26 33 23 73 1114 31 39 84 22 34 40 20 20 29 556 26 84
leaf_count=69 109 148 45 23 28 36 69 29 30 177 22 61 21 26 33 23 73 1114 31 39 84 22 34 40 20 20 29 556 26 84
internal_value=0 0.00111221 0.00214227 0.00134232 0.00181764 0.00180539 0.00220723 0.000660066 0.00152577 0.00208711 0.00205213 0.00229043 0.00214731 0.00259291 0.00212258 0.00140042 0.00131273 0.00226772 0.00107531 0.00121739 0.00204002 0.000531616 0.00158022 0.00216652 0.00110393 0.00120436 0.00141631 0.0021364 0.0018935 0.0020386
internal_weight=0 590 2531 391 422 143 2109 199 188 863 234 1246 686 87 212 160 137 1159 248 139 179 170 64 665 108 88 49 596 110 107
internal_count=3121 590 2531 391 422 143 2109 199 188 863 234 1246 686 87 212 160 137 1159 248 139 179 170 64 665 108 88 49 596 110 107
is_linear=0
shrinkage=0.00170698


Tree=2618
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 10 157 123 42 12 3 12 159 133 0 157 42 3 3 402 2 156 147 15 4 9 2 47
split_gain=4.95514 1.18341 0.676875 0.757258 0.530726 0.526305 0.52258 0.491397 0.345077 0.332669 0.33231 0.488772 0.462258 0.70409 0.406414 0.389771 0.361281 0.35112 0.333509 0.383246 0.311374 0.350458 0.354154 0.305363 0.43323 0.373476 0.315891 0.304443 0.364322 0.4976
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.092235000000000025 0.41257000000000005 -0.062879999999999978 -0.48214999999999997 0.11679000000000002 0.075730000000000006 0.11734000000000001 -0.10217499999999997 0.087695000000000009 0.082585000000000006 0.092470000000000011 -0.080499999999999988 -0.029304999999999998 0.086375000000000021 -0.020429999999999997 -0.086049999999999988 -0.072599999999999984 0.094215000000000007 0.096220000000000014 1.0000000180025095e-35 0.024640000000000006 0.41257000000000005 -1.0000000180025095e-35 0.10584500000000001 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 9 5 -1 -2 -4 -7 23 12 15 13 -10 17 18 -17 -14 -12 -20 -19 -22 -23 24 25 27 -26 -3 29 -29
right_child=1 2 7 -5 -6 8 -8 -9 10 -11 11 -13 14 -15 -16 16 -18 20 19 -21 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0028360494730992401 0.0025767318900314024 0.00034188311025854418 -0.0013897144068398324 0.0037339385063357424 0.00079501132974387628 0.0040386662018942069 0.0012833773953930773 0.00072260074151542285 -0.00050587354002810004 -0.00025271849620133347 0.0044328395266249017 0.0013346018258620967 0.00069441113627835343 0.0021509923905519502 0.0032431770591087408 0.001152593557280305 0.0026568821032683272 0.0033146364820278306 0.0031899604088795235 0.0014568983408601926 0.0035237768075635279 0.0004596006300424111 0.0021145747792129712 0.0025546462369119205 -0.00067782719945363914 0.0028913096082577544 0.0012150385093644201 0.0014540394451028802 0.0011730731002583138 0.0038405984241198293
leaf_weight=1590 176 40 21 20 22 20 64 78 23 20 27 37 23 43 62 31 106 37 149 22 23 22 166 30 27 25 26 35 135 21
leaf_count=1590 176 40 21 20 22 20 64 78 23 20 27 37 23 43 62 31 106 37 149 22 23 22 166 30 27 25 26 35 135 21
internal_value=0 0.00152958 0.00117699 0.00141272 0.00269001 0.00270752 0.00223184 0.000274534 0.00244915 0.0012834 0.00240792 0.00267146 0.00216222 0.00122511 0.00234795 0.00281911 0.0023165 0.00214314 0.00316688 0.00296699 0.0022775 0.00209563 0.00192091 0.00137403 0.00125941 0.00146823 0.000250748 0.00131422 0.00151785 0.002349
internal_weight=0 718 478 379 2403 2381 240 99 791 359 771 372 399 66 333 335 137 271 198 171 248 211 188 339 309 256 53 231 191 56
internal_count=3121 718 478 379 2403 2381 240 99 791 359 771 372 399 66 333 335 137 271 198 171 248 211 188 339 309 256 53 231 191 56
is_linear=0
shrinkage=0.0122569


Tree=2619
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 1 39 4 2 14 52 4 0 47 15 48 1 2 1 15 14 2 13 42 4 15 16 3 52
split_gain=171.704 28.9539 13.976 12.3789 9.32337 7.11718 6.06725 5.43648 4.05826 3.70361 3.68848 2.94025 2.87549 3.00349 2.71342 2.67251 2.57136 2.56388 2.53263 2.25932 1.93727 1.69033 1.5729 1.51871 1.50045 1.54207 1.39667 1.3819 1.30062 1.21083
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.092235000000000025 0.092845000000000025 0.087880000000000014 -0.17966999999999997 0.13501500000000002 0.062655000000000016 0.048770000000000008 0.033845000000000007 -0.11173999999999999 1.0000000180025095e-35 -0.097454999999999986 -0.015314999999999997 0.083345000000000016 0.094835000000000017 0.122715 -0.092919999999999989 0.062655000000000016 0.10613000000000002 -0.47860499999999995 0.086555000000000007 -0.51253999999999988 -0.059484999999999989 -0.008904999999999998 -0.12711499999999995 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 19 7 10 18 8 -3 16 12 23 13 15 -9 -4 -7 -14 -1 -2 -19 29 -10 -6 25 -15 -20 -24 -27 -18
right_child=1 4 5 -5 11 9 -8 14 22 -11 -12 -13 17 24 -16 -17 21 20 26 -21 -22 -23 27 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0023508337634653201 0.0020708658887637452 0.0019577431717009383 0.0023483151154456692 0.0011572180673737292 0.00045723672147470037 0.0015825141218608057 0.001259589594616107 0.0007049301932422682 0.0014362365935563011 0.0015319975572582168 0.0026266179057929176 0.00084609844525974172 0.0022026133161849332 0.0027540393083367969 0.00122280131138164 0.0016252873389650665 0.0023752593536736748 0.0019581136284758552 0.001961423287852863 0.0015481682569687451 0.0012528856261396072 0.0025395039390795596 0.0011858105486678369 -9.6037616322138184e-05 0.0021794313000067077 0.0019356278018432388 0.0014062792740552378 0.00081577722199867742 0.0022964671473108054 0.0020508336982071784
leaf_weight=28 115 20 22 84 33 30 66 121 44 39 64 34 46 20 37 41 34 24 30 29 20 22 91 24 504 29 22 41 792 615
leaf_count=28 115 20 22 84 33 30 66 121 44 39 64 34 46 20 37 41 34 24 30 29 20 22 91 24 504 29 22 41 792 615
internal_value=0 0.00118284 0.00213729 0.00166778 0.000934374 0.00216913 0.00163519 0.00105719 0.00124339 0.00203394 0.00223318 0.000456607 0.00221637 0.00223491 0.000826204 0.00187777 0.00206186 0.00192636 0.00194505 0.0019656 0.00163756 0.00208329 0.00116222 0.000224279 0.00225164 0.00229491 0.00172655 0.00107088 0.00228372 0.00206783
internal_weight=0 673 2448 228 445 2302 146 354 196 740 1562 91 1498 1408 158 63 701 90 80 144 44 671 176 57 1345 841 52 132 821 649
internal_count=3121 673 2448 228 445 2302 146 354 196 740 1562 91 1498 1408 158 63 701 90 80 144 44 671 176 57 1345 841 52 132 821 649
is_linear=0
shrinkage=0.00167351


Tree=2620
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 2 14 47 47 12 39 3 49 1 4 3 3 0 11 0 160 132 1 1
split_gain=146.886 17.8642 16.0633 9.1071 8.92196 6.46689 5.66321 4.63968 4.1934 3.74018 3.03743 2.95742 2.71975 2.18528 2.05502 1.95302 1.81107 1.46182 1.45706 1.44874 1.40922 1.54281 1.35544 1.47329 1.29809 1.7797 1.98147 1.29622 2.00832 1.29296
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.077555000000000013 0.091680000000000011 0.13597000000000004 0.095830000000000012 0.30112000000000005 -0.012034999999999999 0.10124500000000002 -0.059649999999999988 0.090900000000000009 -0.017889999999999996 -0.22491999999999998 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 0.088890000000000011 0.15799000000000005 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 18 8 12 -5 -3 29 15 13 -4 20 19 24 17 22 -2 -9 -1 -22 -11 -24 25 -8 -27 28 -7 -10
right_child=1 5 6 7 -6 27 10 14 9 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019058609344820407 0.0012032178976390409 0.00050424791294134783 0.0019285595149311227 0.0018688883072988274 0.00086376555285206172 0.00037234025503663664 0.0018547336425539076 0.0012368017611271579 0.0016623940066212422 0.00064220747607514567 0.0015559237977773805 0.0011510432920717193 0.0023431346760277973 0.0021913937265064659 0.0015173457662300003 0.0013891875742074293 0.00047309274187482035 0.00064699677836042109 0.001701605294273008 0.00087968157634818705 0.0017121048481022413 0.0012378757526072858 0.00080509803321253913 0.0012885500814668622 0.0020574946942529186 0.0011608887592044368 0.001725390597276304 0.00066133808535524623 -0.00024692816065516814 0.0010744717385908003
leaf_weight=71 20 90 1212 28 74 55 478 57 22 21 156 22 46 33 31 29 33 42 92 72 83 25 27 51 65 21 102 23 20 20
leaf_count=71 20 90 1212 28 74 55 478 57 22 21 156 22 46 33 31 29 33 42 92 72 83 25 27 51 65 21 102 23 20 20
internal_value=0 0.000885512 0.00181276 0.00151471 0.00131468 0.000687924 0.00187239 0.00124043 0.000807746 0.000934204 0.00176696 0.00173507 0.00194372 0.00179568 0.00113045 0.00181432 0.000826011 0.000908609 0.00161261 0.00103748 0.00172272 0.00160233 0.0010196 0.0011212 0.00183284 0.00180854 0.00162901 0.000313785 0.000207202 0.00138243
internal_weight=0 590 2531 422 186 404 2109 188 306 216 851 234 1258 212 160 695 174 141 112 129 179 108 99 78 666 601 123 98 75 42
internal_count=3121 590 2531 422 186 404 2109 188 306 216 851 234 1258 212 160 695 174 141 112 129 179 108 99 78 666 601 123 98 75 42
is_linear=0
shrinkage=0.00167351


Tree=2621
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 3 2 4 47 14 2 1 2 4 52 1 2 0 1 15 1 160 3 10 52 4 16 16 147 4
split_gain=90.6023 15.5633 8.93718 7.22648 5.41494 4.58667 4.32817 3.65667 3.075 3.0329 2.43055 2.16866 2.16356 1.71775 1.47666 1.3993 1.33187 1.08068 1.073 0.989279 0.987533 0.887806 0.888038 0.843408 0.83646 0.871817 1.0836 1.41988 0.824769 0.733442
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.022174999999999997 0.14122000000000004 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.092845000000000025 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.09678500000000001 -0.062294999999999996 0.091195000000000012 -0.41942499999999994 0.11588000000000001 -0.075414999999999982 -0.010424999999999999 -0.38124499999999995 0.40674500000000008 -0.39518999999999993 0.0057500000000000008 0.083160000000000026 0.089810000000000015 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 17 7 9 12 10 18 -5 13 -4 -12 29 -17 20 24 -14 -3 -15 -23 -21 25 -1 -27 -28 -6 -16
right_child=1 2 8 11 28 -7 -8 -9 -10 -11 14 -13 19 21 15 16 -18 -19 -20 23 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0021239705026704285 0.0017498725344476215 0.0019197388457656483 0.0010455597508931764 0.0015796961272722678 0.00098060614726170519 0.00091175231317179584 0.0011794976263915112 0.0010594865722656835 0.001150065769556169 0.0020818939400630348 0.0019866671528766555 0.0010402206356865059 0.0006350039730438731 0.00093100387692872301 0.0017092643658192081 0.0010343928637298017 0.0015802953951211879 0.0012881122020866678 0.0016788844126654301 0.00048616420382911697 0.0014686074649900552 0.0007645067704723351 0.00040973390723038681 5.3153734330052377e-05 0.0015211047464666603 0.0018291468584338986 0.001303097628922626 0.0017818901183157348 0.00066491776489184138 0.0015861095487386331
leaf_weight=28 76 38 40 37 186 40 41 23 37 84 43 58 32 23 549 20 42 21 216 25 24 35 55 30 29 975 28 57 29 200
leaf_count=28 76 38 40 37 186 40 41 23 37 84 43 58 32 23 549 20 42 21 216 25 24 35 55 30 29 975 28 57 29 200
internal_value=0 0.00100656 0.000914703 0.00172106 0.00110471 0.00139607 0.00174021 0.00175023 0.000682851 0.00175723 0.00174476 0.00125033 0.000610823 0.000735481 0.00167224 0.00165557 0.0014042 0.00162948 0.00179122 0.000391596 0.00174511 0.000625719 0.000547701 0.000249977 0.00181294 0.00182072 0.00181271 0.00162417 0.000938025 0.00167638
internal_weight=0 691 615 2430 338 123 2335 2294 277 2271 2187 95 240 153 854 811 62 83 1333 87 62 113 90 55 1117 1088 1060 85 215 749
internal_count=3121 691 615 2430 338 123 2335 2294 277 2271 2187 95 240 153 854 811 62 83 1333 87 62 113 90 55 1117 1088 1060 85 215 749
is_linear=0
shrinkage=0.00174112


Tree=2622
num_leaves=31
num_cat=0
split_feature=1 3 1 46 15 41 393 4 4 10 3 0 49 160 484 3 1452 4 15 3 15 52 16 15 16 159 393 42 483 15
split_gain=6.17676 1.39535 0.688397 0.720793 0.608948 0.736924 0.736676 0.585669 0.495375 0.456659 0.446498 0.430014 0.847704 0.446876 0.45866 0.72258 0.420659 0.415688 0.878101 0.564876 0.364704 0.465654 0.521926 0.382075 0.429716 0.393841 0.383568 0.342352 0.339676 0.327103
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.040760000000000005 0.075585000000000013 0.086030000000000009 0.41257000000000005 0.40124500000000002 -0.062879999999999978 0.090900000000000009 -0.07929499999999999 -0.081404999999999991 -0.059339999999999997 0.087410000000000002 -0.091354999999999978 0.087755000000000014 -0.46376499999999993 -0.03241999999999999 0.097915000000000016 0.087685000000000013 -0.010034999999999999 -0.095094999999999985 0.087960000000000024 0.0028900000000000006 -0.092414999999999983 0.10585500000000002 0.092620000000000022 0.086010000000000017 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 28 6 20 8 -2 10 -4 11 16 -13 14 15 -14 27 -12 19 -19 21 -6 -23 -22 25 -25 -27 -1 -3 -9
right_child=1 2 9 -5 5 -7 -8 29 -10 -11 17 12 13 -15 -16 -17 -18 18 -20 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0040458678699304028 0.0036405553733614105 0.0016511326522886309 -0.0015585204547973219 0.0049347899186249454 0.0062926989201153418 0.0062060154692222128 0.000887638000115039 0.0028416270361431273 0.0013332235154193545 0.0010792552666112306 0.0039474954750947653 0.00026116401081005314 -0.0006109189460473403 0.0039206926852344238 0.0044949858773838036 0.0030370233577281785 0.0057746152759838272 0.0013919349347086189 -0.00072773478787906522 0.0051603655593615173 0.0017937366510237733 0.0024866206456872174 0.0045045932769686714 0.0058937744646341949 0.00301072424213184 0.0038874421600468877 0.0056522598355202647 0.0028264255982876092 0.0030976412303152772 0.00054635839200805345
leaf_weight=712 179 310 21 20 32 42 24 37 22 77 42 21 20 227 23 43 33 20 21 20 22 36 307 29 110 501 33 63 47 27
leaf_count=712 179 310 21 20 32 42 24 37 22 77 42 21 20 227 23 43 33 20 21 20 22 36 307 29 110 501 33 63 47 27
internal_value=0 0.00219786 0.00169792 0.00200567 0.00387385 0.00414581 0.0036396 0.00317511 0.00369172 0.000514018 0.0037334 0.00382358 0.00334503 0.00355193 0.00257858 0.00187895 0.00402139 0.00273358 0.00189776 0.00327615 0.00406494 0.00446345 0.00429279 0.00384992 0.00391714 0.00409423 0.0039965 0.00394674 0.00184157 0.00187331
internal_weight=0 718 475 377 2403 1112 1291 243 1267 98 1245 1142 334 313 86 63 808 103 61 40 1070 375 343 695 673 563 534 775 357 64
internal_count=3121 718 475 377 2403 1112 1291 243 1267 98 1245 1142 334 313 86 63 808 103 61 40 1070 375 343 695 673 563 534 775 357 64
is_linear=0
shrinkage=0.0158556


Tree=2623
num_leaves=31
num_cat=0
split_feature=1 52 2 1 33 50 123 2 11 1 34 2 150 16 12 41 394 123 151 4 16 4 4 156 15 484 15 13 15 42
split_gain=5.07308 0.842668 0.667974 0.666018 0.574188 0.527543 0.52088 0.519168 0.448902 0.428403 0.427192 0.837551 0.665789 0.420003 0.402407 1.05995 0.398956 0.394789 0.389073 0.387573 0.509762 0.526249 0.529005 0.370762 0.348465 0.343275 0.395503 0.417045 0.451189 0.32232
threshold=0.10920500000000001 -0.28430999999999995 0.097070000000000004 0.14860500000000001 0.08573500000000002 0.14026500000000003 0.08592000000000001 -0.0091949999999999983 1.0000000180025095e-35 0.092390000000000014 -0.010024999999999997 0.11448000000000001 0.085395000000000013 -0.11118499999999999 0.085785000000000014 0.076195000000000013 -0.08151499999999999 0.11679000000000002 -0.080994999999999998 -0.013125 -0.080509999999999984 -0.036839999999999991 -0.42529999999999996 0.10272000000000002 -0.089964999999999976 0.056480000000000009 -0.21699999999999997 -0.019614999999999997 -0.040804999999999994 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 7 4 5 10 16 9 -9 -1 -3 12 -12 -5 -10 -16 -4 23 -11 20 -18 22 -22 24 -13 26 -21 28 -28 -2
right_child=1 3 6 13 -6 -7 -8 8 14 18 11 17 -14 -15 15 -17 19 -19 -20 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033506339704208014 0.0043235047255102566 0.00012418289195988236 0.00087329368220938114 0.0010602086122972335 0.003784297878940066 0.0035270303373141666 0.00083867272438515065 0.00312445292015969 0.0051856868086739005 0.0025416797603808406 0.0030127343794398558 0.0014301849933395761 0.00054448168977547478 -0.0012226888889370503 0.0053930306285277811 0.0009529330073510334 0.0051916245015273341 -0.00078400139938606967 7.7082487489915356e-05 0.0038554354286321536 0.0034354031100201497 0.0044967919792715215 0.0021469107527370291 0.0027441418273006822 0.00018751760705572372 0.0037558809952368171 0.0021684245590675227 0.0015079426559838009 0.0040297862800467241 0.0020533845168212239
leaf_weight=29 26 49 22 34 21 22 30 1741 39 23 91 120 27 28 21 20 21 21 26 27 111 37 134 26 67 33 100 120 33 22
leaf_count=29 26 49 22 34 21 22 30 1741 39 23 91 120 27 28 21 20 21 21 26 27 111 37 134 26 67 33 100 120 33 22
internal_value=0 0.00153516 0.00299161 0.00136935 0.00155648 0.00144588 0.00261619 0.00312367 0.00317091 0.00202091 0.00133171 0.0014998 0.00244796 2.92226e-05 0.00418193 0.00322713 0.00269977 0.00102166 0.00123393 0.002765 0.0031169 0.0029624 0.00273068 0.00119969 0.000984951 0.00242434 0.00226741 0.00209794 0.00263027 0.00328303
internal_weight=0 554 2567 506 444 423 668 1899 1821 78 401 352 118 62 80 41 638 234 49 616 303 282 245 213 187 313 280 253 133 48
internal_count=3121 554 2567 506 444 423 668 1899 1821 78 401 352 118 62 80 41 638 234 49 616 303 282 245 213 187 313 280 253 133 48
is_linear=0
shrinkage=0.0138033


Tree=2624
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 475 3 3 132 15 4 4 147 4 39 2 2 16 52 3 4 4 50 51 156 3 1 16 150 13 481
split_gain=4.13813 0.978628 0.60939 0.672017 0.840004 0.516885 0.49298 0.586232 0.475636 0.64179 0.470637 0.459994 0.426072 0.419691 0.359177 0.351845 0.348197 0.396346 0.341054 0.530782 0.472019 0.409598 0.569599 0.315408 0.315254 0.431993 0.301791 0.413276 0.342995 0.287561
threshold=0.11690500000000002 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 -0.0056899999999999997 0.11924500000000002 0.31299000000000005 0.10365500000000001 -0.41396999999999995 0.010840000000000001 0.053180000000000012 0.089365000000000014 0.27287000000000006 0.087880000000000014 -0.033169999999999991 0.14838000000000004 -0.077589999999999978 -0.088614999999999985 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.095140000000000016 0.082455000000000014 0.14401500000000003 -0.0063699999999999989 0.091535000000000019 -0.44310499999999992 0.088985000000000009 -0.08645499999999999 0.11393500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 11 13 8 -8 -10 18 24 14 15 -6 -2 -16 -18 21 20 -20 22 23 -3 25 -5 27 -12 -28 -21
right_child=6 10 3 5 12 -7 7 -9 9 -11 26 -13 -14 -15 16 -17 17 -19 19 29 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00010904637260911068 0.0021736448540180127 0.004076935860100616 -0.001153213871168267 0.00300421036764541 0.00047337173590437102 0.0014781409414937434 0.0012502102702670803 0.0019794621005303952 0.00060404353425211387 -0.0027797265631906401 0.0035288378563086884 0.00093019215969094226 5.2245671232104755e-05 0.00084996606061237619 0.0037363309525102299 0.00021931481502607833 0.0033602266650705811 0.0012754016494593307 0.0027045440685174319 0.0029247288247608431 6.4623622473259401e-05 0.0053610207663719297 0.0014916616838460994 0.0022935362670000385 0.0033087589238928027 0.00045913960353139864 0.00078790535349833378 0.0014375187294889723 0.0022774798612158788 0.0015105100127471897
leaf_weight=27 140 92 20 39 20 63 22 28 20 25 67 22 21 133 33 21 28 51 29 1657 25 21 29 25 206 20 39 26 143 29
leaf_count=27 140 92 20 39 20 63 22 28 20 25 67 22 21 133 33 21 28 51 29 1657 25 21 29 25 206 20 39 26 143 29
internal_value=0 0.00270242 0.00217166 0.00227814 0.0015603 0.00263297 0.00115033 0.000268603 -0.000446383 -0.00127583 0.00283621 0.00288647 0.001915 0.00143524 0.00221135 0.00191873 0.0025217 0.00201433 0.00291473 0.0028564 0.00148236 0.00352249 0.00325805 0.00369587 0.00304887 0.00214147 0.00229169 0.00294417 0.00195829 0.0029004
internal_weight=0 2732 550 523 173 350 389 95 67 45 2182 287 153 294 132 161 112 79 1907 1740 54 167 146 117 265 59 275 93 182 1686
internal_count=3121 2732 550 523 173 350 389 95 67 45 2182 287 153 294 132 161 112 79 1907 1740 54 167 146 117 265 59 275 93 182 1686
is_linear=0
shrinkage=0.0140794


Tree=2625
num_leaves=31
num_cat=0
split_feature=1 2 0 9 51 1 14 44 11 0 51 4 49 12 14 124 12 42 0 0 402 4 402 16 0 15 49 133 49 1456
split_gain=3.35189 0.805768 0.564656 0.495327 0.427579 0.472396 0.415487 0.433185 0.581708 0.450472 0.939269 0.95351 0.794815 0.406732 0.406463 0.376226 0.401231 0.494727 0.47177 0.845181 0.374428 0.386844 0.421656 0.46593 0.388803 0.383414 0.471194 0.361713 0.352961 0.386249
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 0.062655000000000016 1.0000000180025095e-35 0.085155000000000022 -0.11173999999999999 -0.031924999999999995 -0.0016099999999999997 -0.007794999999999999 0.085495000000000015 -1.0000000180025095e-35 -0.083859999999999976 0.087695000000000009 0.097020000000000009 0.11070500000000001 -0.064339999999999994 0.2506000000000001 -0.015039999999999998 0.090075000000000002 -0.078844999999999985 -0.085939999999999989 -0.0079099999999999986 -0.049784999999999989 0.08784500000000002 0.10347500000000003 0.079435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 -2 -6 7 8 9 10 -5 -12 -13 -14 -3 -11 17 27 19 20 21 22 24 -24 -18 26 -23 28 29 -17
right_child=4 2 -4 6 5 -7 -8 -9 -10 15 11 12 13 -15 -16 16 18 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091196062967774285 0.002437020574734914 0.0027559518932972048 0.0019784077613540368 -0.00085509174496139345 0.00091819178142710082 -0.0010137876751853633 0.0031453467754797974 0.0040490664981142205 0.00026729523597307991 0.00093082436836563012 8.9796021379716931e-05 0.0013986423875674595 0.004968533022731164 0.0026419655864373635 0.00084340422071065393 0.0024474924187034165 0.0031135024626243353 0.0044918202481179937 0.0040751233586882631 0.00030761388449040679 0.00051741932173983961 0.0034675155222586799 0.0044452485887731411 0.0023719084391528732 0.0021730668451802114 0.00027521083035505264 0.0018007925098567465 0.0019344690485839685 0.0042626697242423503 0.0033374495987601653
leaf_weight=41 27 20 442 21 341 21 87 21 23 30 30 41 23 24 132 531 80 20 20 38 20 30 32 36 487 22 228 144 20 89
leaf_count=41 27 20 442 21 341 21 87 21 23 30 30 41 23 24 132 531 80 20 20 38 20 30 32 36 487 22 228 144 20 89
internal_value=0 0.0021597 0.00175236 0.00227288 0.000919315 0.000806116 0.00229948 0.00226287 0.00224401 0.00226714 0.00158104 0.00201459 0.00267077 0.0037805 0.00109506 0.00231934 0.00234252 0.00255013 0.00217442 0.00213535 0.00220964 0.00224662 0.00241732 0.0033476 0.00230576 0.0018595 0.0019946 0.0025006 0.00262798 0.00257524
internal_weight=0 2732 594 2138 389 362 2097 2010 1989 1966 139 118 88 47 152 1827 1797 804 993 973 935 915 635 68 567 280 258 784 640 620
internal_count=3121 2732 594 2138 389 362 2097 2010 1989 1966 139 118 88 47 152 1827 1797 804 993 973 935 915 635 68 567 280 258 784 640 620
is_linear=0
shrinkage=0.0125021


Tree=2626
num_leaves=31
num_cat=0
split_feature=4 2 3 106 0 0 3 40 3 49 13 16 44 2 48 4 0 475 4 0 150 42 0 401 4 4 0 49 15 402
split_gain=2.76362 0.928116 0.742996 0.501061 0.473913 0.880378 0.607286 0.585682 0.462436 0.511658 0.415206 0.666895 0.410734 0.388087 0.37294 0.359555 0.454061 0.652094 0.694653 0.661036 0.522873 0.49545 0.433164 0.523158 1.25432 0.615258 0.371704 0.344209 0.330529 0.351618
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 -0.10836499999999999 -0.13027499999999997 -0.010424999999999999 -0.078554999999999986 0.31534000000000006 -1.0000000180025095e-35 -0.11122999999999998 -0.4179199999999999 0.081805000000000017 0.11474000000000002 0.14505500000000002 -0.082249999999999976 -0.10836499999999999 -0.068264999999999978 -0.0016099999999999997 -0.14723999999999998 0.10980500000000001 0.086375000000000021 -0.087084999999999982 0.080190000000000011 -0.08835999999999998 -0.55119499999999988 -0.019414999999999998 0.089215000000000017 0.094035000000000007 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 7 -6 -2 9 -9 -8 -12 14 -11 15 22 17 -17 19 -19 21 27 28 25 -25 -24 -18 -20 29 -1
right_child=4 -3 -4 -5 6 -7 10 8 -10 13 11 -13 -14 -15 -16 16 26 18 20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0041983526490357061 -0.0013086767132023558 -0.0001688115254185159 0.00074295858921138113 0.00048872445233287423 0.0011624468785673618 0.0038182667884610073 0.0011507883896816576 0.0004566481659395074 -0.00035127058618494026 0.0041139520027077348 0.00030314365391708256 -0.0026731387660117551 0.0038944093416888826 0.0016609886445823751 0.00044101822033934068 -0.00052898001959300286 0.0023705246991579318 0.0018722280978151337 0.0039417012262545339 -0.0010198619159102844 0.00040739794996841338 0.0014532445791083409 0.0048945689254289645 -0.001552212775746669 0.0032900637490626138 0.0024930412804966542 0.00075111086967799188 0.0017592229243455274 0.001707420513467238 0.0020740279397373994
leaf_weight=82 20 33 64 31 112 29 25 33 25 25 35 30 37 31 22 26 1604 43 69 28 22 38 24 22 24 495 31 20 20 21
leaf_count=82 20 33 64 31 112 29 25 33 25 25 35 30 37 31 22 26 1604 43 69 28 22 38 24 22 24 495 31 20 20 21
internal_value=0 0.002273 0.00230259 0.00234013 0.000916611 0.00150419 0.000442473 0.00100338 0.00140901 0.00190347 -0.000453494 -0.00107053 0.00236197 0.00275606 0.00234008 0.00235635 0.00225154 0.00166481 0.00192408 0.000731686 0.00249227 0.00285343 0.00264289 0.00247139 0.000974192 0.00260409 0.00233982 0.00345126 0.00343063 0.00376524
internal_weight=0 2756 2723 2659 365 163 202 134 114 89 90 65 2628 56 2591 2569 1881 246 220 71 149 127 688 565 46 519 1635 89 123 103
internal_count=3121 2756 2723 2659 365 163 202 134 114 89 90 65 2628 56 2591 2569 1881 246 220 71 149 127 688 565 46 519 1635 89 123 103
is_linear=0
shrinkage=0.0146482


Tree=2627
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 3 4 47 11 0 11 39 4 3 3 3 15 47 49 16 151 51 15 3 16
split_gain=93.9886 11.3547 10.5853 6.48535 6.24638 4.81391 3.97365 3.78047 3.52928 3.77247 2.8085 2.26931 2.08277 1.51962 1.81221 1.47264 1.35141 1.19219 2.57415 1.18034 1.28237 1.1371 1.02484 1.05824 1.08412 1.11761 1.02179 1.10785 1.00751 1.23855
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.033845000000000007 0.077555000000000013 1.0000000180025095e-35 -0.13027499999999997 0.080150000000000013 0.095830000000000012 -0.064054999999999987 0.092670000000000016 0.30112000000000005 -0.017889999999999996 0.13592500000000005 0.091680000000000011 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 0.086310000000000012 -0.41942499999999994 -0.14477499999999996 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 -2 8 13 -5 -3 -10 -1 21 17 14 -4 -15 19 -12 -19 20 -11 28 23 -9 -25 -26 27 -7 -8 -30
right_child=1 5 6 7 -6 26 11 22 9 16 12 -13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0008058640986514222 0.0012301358465293642 0.00030611890917033052 0.0009855365505933248 0.0014743044006748564 0.00060355932819369448 0.00026678880706506995 0.0015936995630830488 0.0010858220216793321 0.0011507192487153473 0.00039590910430984934 0.0015194660711543336 0.0011581024689728419 0.0017819831904809045 0.0019550708055390107 0.0014816178949285013 0.0015146681212036537 0.00028704350340576885 0.0013398842024402806 0.00070643479631461779 0.00042817322498166319 0.00086181175456664797 0.0010155569950738611 0.0010809602577470767 0.00088139404675674558 0.00073582646543687911 0.00029437701296175853 0.00038262183492732854 -0.00018155223012106874 0.001451526915687842 0.0013003442124034121
leaf_weight=26 112 90 21 28 74 29 64 21 42 21 56 156 32 37 1150 50 33 98 22 42 78 23 31 43 36 29 36 33 292 316
leaf_count=26 112 90 21 28 74 29 64 21 42 21 56 156 32 37 1150 50 33 98 22 42 78 23 31 43 36 29 36 33 292 316
internal_value=0 0.000638696 0.00138042 0.00113847 0.000980853 0.000481168 0.00142883 0.000907017 0.000584549 0.000700562 0.00132443 0.00134051 0.00138925 0.00148858 0.00147272 0.00170197 0.000591903 0.00131784 0.00122375 0.000663253 0.000762984 0.00138145 0.000807742 0.000742084 0.000675247 0.000538872 0.000158368 2.81557e-05 0.00139398 0.00137295
internal_weight=0 590 2531 422 186 404 2109 188 306 216 234 851 208 1258 1171 87 174 176 120 141 99 695 160 129 108 65 98 62 672 608
internal_count=3121 590 2531 422 186 404 2109 188 306 216 234 851 208 1258 1171 87 174 176 120 141 99 695 160 129 108 65 98 62 672 608
is_linear=0
shrinkage=0.00167351


Tree=2628
num_leaves=31
num_cat=0
split_feature=4 2 3 9 0 0 10 43 40 3 49 44 4 3 3 42 376 0 48 48 0 13 160 2 159 43 12 43 456 4
split_gain=2.63169 0.844965 0.697312 0.481674 0.412999 0.726679 0.58921 0.494497 0.491886 0.404786 0.425806 0.357748 0.394036 0.523199 0.493713 0.451717 0.439217 0.403375 0.484492 0.376848 0.338218 0.424857 0.336304 0.332701 0.327718 0.400001 0.322598 0.315164 0.312735 0.40536
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 -0.10836499999999999 -0.13027499999999997 -0.090429999999999996 0.10366000000000002 -0.078554999999999986 0.31534000000000006 -1.0000000180025095e-35 0.081805000000000017 -0.059649999999999988 -0.15121499999999996 0.11296500000000002 0.11649000000000002 0.084145000000000011 -0.089269999999999988 0.092475000000000016 0.016865000000000002 -0.036484999999999997 0.05868000000000001 0.079055000000000014 0.11510000000000002 -1.0000000180025095e-35 -0.23229999999999998 0.096395000000000022 -0.072864999999999985 0.087225000000000011 -0.050494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 22 5 8 -6 20 -2 10 -10 12 17 -14 15 16 24 -5 19 -19 -8 27 -1 -12 26 -26 -15 -22 29 -27
right_child=4 -3 -4 11 6 -7 7 -9 9 -11 23 -13 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0001935825427120294 -0.0010297778399638404 -0.00010676633303219807 0.00066054436344669873 0.0029671583410473693 -0.0014605526754746211 0.003205637314836556 0.00033791797377131838 -0.0012314410149000849 0.00044957271967079965 -0.000265635963089233 0.003447952503199468 0.0033640807816171388 -7.2645333889833391e-05 0.0027818208917566784 0.00020253894761989956 0.00088724191771847834 0.0007053713036778255 0.0021746049425498399 0.00057683013615338475 0.0040130872692155824 0.0012958219196111571 0.00024664868317452604 0.0020589724444538353 0.0013974698387061938 0.0031669456752043091 4.9628012982205148e-05 0.0016506794676621819 0.0034477990102093205 0.0026231829025493967 0.0018756611329039613
leaf_weight=28 20 33 64 121 26 29 80 21 33 25 26 38 23 189 28 63 42 1047 33 20 25 27 20 30 47 22 58 23 97 783
leaf_count=28 20 33 64 121 26 29 80 21 33 25 26 38 23 189 28 63 42 1047 33 20 25 27 20 30 47 22 58 23 97 783
internal_value=0 0.00200346 0.00202903 0.00206197 0.000804622 0.00130143 0.000403729 0.000679134 0.000889331 0.00122602 0.00164502 0.00208618 0.00206731 0.00191128 0.00194562 0.00198313 0.0020389 0.00224008 0.0021601 0.00220907 0.000937986 0.00157806 0.000744982 0.00234948 0.00208573 0.00197369 0.00251621 0.00232698 0.00191151 0.00182576
internal_weight=0 2756 2723 2659 365 163 202 176 134 114 89 2611 2573 1352 1329 1301 1238 1221 1100 1067 155 75 48 56 1196 949 247 48 902 805
internal_count=3121 2756 2723 2659 365 163 202 176 134 114 89 2611 2573 1352 1329 1301 1238 1221 1100 1067 155 75 48 56 1196 949 247 48 902 805
is_linear=0
shrinkage=0.0132673


Tree=2629
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 4 2 47 52 0 12 14 1 124 14 16 2 484 16 14 0 16 10 0 12 0
split_gain=119.743 15.8215 13.6116 12.2098 8.53899 4.86825 4.75728 4.47016 4.08096 3.78516 3.71428 2.36885 2.21904 2.18504 2.51744 2.11165 1.87796 1.87844 1.7446 2.15062 1.54135 1.53802 2.16157 1.32504 1.29663 2.44012 1.64728 1.36625 1.2268 1.22003
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.17966999999999997 0.090285000000000018 0.13082500000000002 0.40124500000000002 0.033845000000000007 0.11389000000000002 0.077555000000000013 1.0000000180025095e-35 -0.097024999999999986 0.13597000000000004 0.076175000000000007 0.10124500000000002 -0.072314999999999977 0.062655000000000016 0.10994000000000002 0.14122000000000004 0.080820000000000017 -0.039889999999999988 -0.46413499999999996 -0.10474999999999998 -0.39185999999999993 -0.062879999999999978 -0.071924999999999989 0.093765000000000015 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 10 -6 15 24 28 13 11 18 16 -8 -15 29 17 -7 19 21 23 22 -1 -2 25 -3 -26 -28 -5 -4
right_child=1 7 6 8 5 12 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0016661374337649344 0.0015934250010406618 0.00057665335944162934 0.0018610234099253804 0.0023647198063309217 0.0021592971583264328 0.0011290558465553002 0.0025020103651423949 0.0013259139705941801 0.0012328836374359473 0.0017605867719975034 0.0012547294682534469 0.0025072311824811322 0.0018552293735118711 0.0020618102619483335 0.0014655969111562971 0.0025739444369130985 0.0010324531015902499 0.001763389257094465 0.0024828087925294262 0.0022872467821110944 0.00066767560504574805 0.00131524213821299 0.0022241098116312138 0.0011016264513000725 0.00021008122199489275 0.0013993629129189404 0.00032703384132728991 0.00078785912135893171 0.0018798356803203067 0.0021821543949095976
leaf_weight=63 21 32 42 23 28 30 37 39 32 171 22 33 23 735 25 46 73 34 20 38 25 20 38 171 36 20 30 82 79 1053
leaf_count=63 21 32 42 23 28 30 37 39 32 171 22 33 23 735 25 46 73 34 20 38 25 20 38 171 36 20 30 82 79 1053
internal_value=0 0.00112035 0.00204469 0.00137003 0.00174177 0.00144855 0.0021053 0.000753679 0.00180857 0.00201003 0.00197736 0.00205235 0.00132416 0.00206354 0.0020422 0.00218613 0.00123501 0.00146605 0.00196849 0.00190379 0.00109923 0.00178337 0.00187607 0.00115542 0.000642093 0.00089308 0.000553908 0.000664424 0.00198917 0.00216984
internal_weight=0 590 2531 351 422 188 2109 239 134 968 234 212 160 797 760 1141 137 64 179 159 217 121 101 192 200 52 148 112 102 1095
internal_count=3121 590 2531 351 422 188 2109 239 134 968 234 212 160 797 760 1141 137 64 179 159 217 121 101 192 200 52 148 112 102 1095
is_linear=0
shrinkage=0.00184769


Tree=2630
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 11 401 0 457 0 4 52 42 1208 1 0 0 448 13 48 16 14 1455 52 3 13 48 0 1213 1
split_gain=2.58412 0.806366 0.706847 0.486813 0.469167 0.433518 0.513913 0.446181 0.539599 0.612677 0.716122 0.430273 0.429823 0.47308 0.401881 0.494489 0.407223 0.406715 0.44094 0.496231 0.434276 0.479495 0.383949 0.427739 0.400143 0.716715 0.342598 0.329987 0.329438 0.420123
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 1.0000000180025095e-35 0.080710000000000018 -0.10836499999999999 0.29113500000000009 -0.15931499999999996 -0.012889999999999999 -0.081429999999999989 0.11387000000000001 0.099975000000000008 0.13075500000000004 0.024095000000000002 -0.036484999999999997 -0.065209999999999976 0.05868000000000001 0.11765000000000002 -0.36241499999999999 -0.46825999999999995 0.10752500000000002 0.5116750000000001 -0.12711499999999995 0.15641500000000003 0.078735000000000013 -0.10474999999999998 -0.0043299999999999996 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 26 8 9 -4 -11 -12 22 28 17 16 27 -2 19 20 -19 -22 24 -24 25 -9 -7 -16 -14 -30
right_child=14 -3 4 -5 -6 6 -8 12 -10 10 11 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0010059508355164486 -0.00012888403126920289 0.00066677853084965441 0.0026354180614896155 0.0017059160117593578 0.00050014147786654186 0.0026775067982733681 0.00078441804744270747 -0.00035900177582629851 -0.00051713913852201733 -0.0011090043042894396 -0.00015958136257299149 0.0019730621595383333 0.0022904140922827901 0.0028821646830103987 0.001343545307363414 -0.0013821196775057429 0.0024388108647954588 0.0026271810736079844 -0.00010795823707733786 -0.00011084608823966154 0.0024005992917534138 -0.00049127821571112414 0.004933226009806075 0.0021679429785263016 0.0022270365614345251 0.0027107451673670491 0.0041044742888782411 -0.00023093701931790523 0.0013782328853670673 -0.00043525202167882363
leaf_weight=22 34 74 88 27 32 124 21 30 21 21 21 99 37 38 38 26 20 88 27 22 21 21 20 21 1884 26 41 68 75 34
leaf_count=22 34 74 88 27 32 124 21 30 21 21 21 99 37 38 38 26 20 88 27 22 21 21 20 21 1884 26 41 68 75 34
internal_value=0 0.00206033 0.00209878 0.000488343 0.00212875 0.00214879 0.00277832 0.0021003 0.001559 0.00174939 0.0011964 0.00159985 0.00216281 0.00153715 0.000848614 0.000317053 0.000667676 0.00122794 0.00148567 0.00176874 0.00208683 0.000954661 0.00222092 0.00351686 0.00219353 0.00106624 0.00303209 0.0003335 0.00118708 0.000812559
internal_weight=0 2756 2682 49 2633 2601 186 2415 250 229 141 120 2165 184 365 152 126 213 179 152 130 42 1981 41 1940 56 165 106 146 109
internal_count=3121 2756 2682 49 2633 2601 186 2415 250 229 141 120 2165 184 365 152 126 213 179 152 130 42 1981 41 1940 56 165 106 146 109
is_linear=0
shrinkage=0.0135326


Tree=2631
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 2 1 4 11 2 2 2 2 50 11 1 4 1 4 14 16 1 15 0 3 1 1447 14 16
split_gain=97.747 17.9776 9.84946 7.74544 6.51141 4.93137 4.41292 3.49716 3.36314 2.87194 3.08444 2.32989 1.95034 1.83516 1.70206 1.48822 1.34078 2.15047 1.32791 1.30264 1.20212 1.59794 1.19532 1.12555 1.05386 1.05119 1.02998 0.947854 0.883841 1.05744
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 -0.029094999999999999 0.088105000000000003 0.40124500000000002 0.13754500000000003 0.092845000000000025 0.40473500000000007 1.0000000180025095e-35 0.089885000000000007 -1.0000000180025095e-35 0.092235000000000025 0.094835000000000017 0.041865000000000006 0.078340000000000007 0.088975000000000012 -0.081114999999999979 0.086920000000000011 -0.033174999999999989 -0.46166999999999997 -1.0000000180025095e-35 0.11392000000000001 -0.081924999999999984 -0.10224499999999999 -0.014944999999999998 0.11588000000000001 -0.082869999999999985 0.07913000000000002 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 11 6 9 13 26 10 18 25 -13 -1 23 -11 27 -18 -5 -14 -21 22 -22 24 -4 -3 -6 -12 29 -17
right_child=1 2 14 5 8 -7 -8 -9 -10 15 16 12 19 -15 -16 28 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017734836714438274 0.0016216750079119104 0.00073975301452489106 0.00063419758631770107 0.0016739764484442578 0.0015734528485590012 0.00083264150460694202 0.0010102195095043624 0.00089034077005072923 0.00079639076568576686 0.0021760436405685586 0.0018574065556744587 0.0012841989540203801 0.0011118190454373169 0.0012314452671927949 0.00067071240678644238 0.0013149316625931358 0.0016013433159083696 0.00096420263605690695 0.0015557839143211204 0.0010241111844405892 0.0008563593676008237 0.00022456954073589975 0.0005320276314043559 -0.00011513433215440219 0.0001846910268737682 0.00037282713689654569 0.0011963655876464812 0.0015123108771932876 0.0019946813730564285 0.0017654486190168078
leaf_weight=28 74 35 21 927 39 25 37 66 46 30 24 23 27 52 30 20 29 33 395 30 79 22 57 24 55 65 46 688 31 63
leaf_count=28 74 35 21 927 39 25 37 66 46 30 24 23 27 52 30 20 29 33 395 30 79 22 57 24 55 65 46 688 31 63
internal_value=0 0.000827923 0.000729864 0.00156246 0.000845105 0.00158664 0.00159492 0.0011812 0.00116818 0.00160458 0.00158856 0.000719889 0.000811754 0.00142116 0.00031411 0.00183777 0.00150298 0.00126222 0.00163866 0.000761214 0.000710861 0.000651383 0.000720426 0.000207129 0.000308897 0.000501251 0.00136938 0.00152394 0.00174875 0.00165689
internal_weight=0 673 599 2448 469 2302 2277 146 131 2240 2096 338 238 80 130 144 774 62 1322 215 188 158 136 100 76 100 85 712 114 83
internal_count=3121 673 599 2448 469 2302 2277 146 131 2240 2096 338 238 80 130 144 774 62 1322 215 188 158 136 100 76 100 85 712 114 83
is_linear=0
shrinkage=0.00170698


Tree=2632
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 4 4 47 2 11 0 12 0 11 1 51 15 52 3 47 1 16 157 1 49
split_gain=88.0098 11.2584 9.38507 5.73806 5.52469 4.17156 3.50925 3.43957 3.54052 2.77956 2.36253 2.20945 2.1464 1.88036 1.63261 1.48686 2.19836 1.45067 1.40281 1.29285 1.10684 1.21318 1.09548 1.0219 1.01407 0.914812 0.813566 1.15635 0.799175 0.982648
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090455000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.033845000000000007 -0.062539999999999984 0.077555000000000013 0.11389000000000002 1.0000000180025095e-35 -0.097024999999999986 0.13597000000000004 -0.12333499999999999 0.080150000000000013 0.13436000000000001 0.086310000000000012 -0.41942499999999994 -0.52606999999999993 -0.13309499999999996 0.091680000000000011 0.12000500000000001 -0.039889999999999988 -0.080299999999999996 0.10124500000000002 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 22 7 14 25 -9 -5 15 -10 13 26 17 -8 -17 -4 -16 -13 21 -7 -2 -12 28 -3 -1 -28 29 -11
right_child=1 5 6 9 -6 20 10 8 11 24 23 19 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014205848852375143 0.0017858598413242294 0.00081219112831078005 0.0012659102063290529 0.0016763730225820856 0.00085630489215767663 0.00050713822249096757 0.0019898439736878611 0.0015176654867617673 0.0013696079510224523 0.0013711793308525757 0.0010337853169070667 0.00084427672954571131 0.0019824040737063532 0.00098904193773875293 0.0022438246699081369 0.0016431411426534204 0.0011073800986163163 0.0017372898198898209 0.0017815314989325327 0.00043696522057982609 0.00063363809836404885 9.2500242726510138e-06 0.0013802369461232008 0.0014613168483464281 0.001358251595264006 0.00040729975616513367 0.0013620083514713926 0.0017788419743061581 0.00087615514655022453 0.0009030154189309114
leaf_weight=74 28 24 21 28 74 29 37 28 22 31 20 136 35 20 37 715 25 1058 47 30 36 33 84 149 31 66 29 76 72 26
leaf_count=74 28 24 21 28 74 29 37 28 22 31 20 136 35 20 37 715 25 1058 47 30 36 33 84 149 31 66 29 76 72 26
internal_value=0 0.000871296 0.00163297 0.00139121 0.00123285 0.000704837 0.00168135 0.000806964 0.000928503 0.00116017 0.00160102 0.000840755 0.00157683 0.0015055 0.00174668 0.00164241 0.00162504 0.00172812 0.00198516 0.000770666 0.000385951 0.000242133 0.00148164 0.00141072 0.00106984 0.000515271 0.0015632 0.00166372 0.00100053 0.00115763
internal_weight=0 590 2531 422 186 404 2109 306 216 188 946 188 234 199 1163 777 740 1079 84 166 98 62 112 169 160 90 179 105 129 57
internal_count=3121 590 2531 422 186 404 2109 306 216 188 946 188 234 199 1163 777 740 1079 84 166 98 62 112 169 160 90 179 105 129 57
is_linear=0
shrinkage=0.00177594


Tree=2633
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 159 4 2 2 4 4 47 52 1 14 124 12 0 15 132 1 43 14 16 157 43 2
split_gain=132.424 16.1577 13.8663 12.2432 9.0307 6.8013 5.21723 4.87704 3.74087 3.18358 2.97715 2.72873 3.27116 2.7246 2.2103 1.70727 2.40667 1.65277 1.59904 1.59143 1.48522 1.45892 1.30456 1.24224 1.14729 1.1303 1.4332 1.47327 0.996325 1.41943
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.088105000000000003 0.090455000000000021 -0.17966999999999997 -1.0000000180025095e-35 0.033845000000000007 0.11389000000000002 0.14753000000000002 0.42051500000000003 0.40473500000000007 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 0.076175000000000007 -0.072314999999999977 0.13597000000000004 -0.11173999999999999 -0.095244999999999982 0.08764000000000001 0.15799000000000005 -0.081289999999999987 0.062655000000000016 -0.013024999999999998 -0.077809999999999976 -0.08076499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 10 28 17 -6 -5 19 14 12 -10 -7 25 16 18 20 -9 -8 21 -4 23 -13 -18 26 -1 -28 -3 -30
right_child=1 3 6 8 7 13 9 15 11 -11 -12 22 -14 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0016358793561303988 0.0019555159865104377 0.00071865805454948836 0.0021304653596578523 0.0012701149103299999 0.002048152276847205 0.0018231195772507125 0.0019697813383849519 0.0010846894740163531 0.0010067704511092799 0.0016734963599381858 0.0012336230305557009 0.0003188272267627718 0.00046264934287941088 0.0011192802182870194 0.0023871190235936913 0.001678083410930005 0.0011597829730623393 0.002431342899040575 0.0016699498318424578 0.0015286344272539471 0.0020888588434903078 0.0015040311758833266 0.00068276801931845183 -0.00021829555461658838 0.00069436866196434109 0.0022806990650395347 0.0015655802293509608 0.0021342071502768708 0.0014239948144386758 0.00094311111204359863
leaf_weight=78 52 45 22 26 28 57 748 30 63 169 22 49 94 28 33 23 33 46 34 29 1065 30 21 21 40 20 21 60 26 108
leaf_count=78 52 45 22 26 28 57 748 30 63 169 22 49 94 28 33 23 33 46 34 29 1065 30 21 21 40 20 21 60 26 108
internal_value=0 0.000971998 0.00194405 0.000876937 0.00163831 0.0011609 0.00200522 0.00133676 0.000603339 0.00190333 0.00188058 0.000533436 0.000680991 0.00159127 0.00194772 0.00121227 0.00113406 0.00208811 0.00139561 0.00195332 0.00207397 0.00176906 0.000278862 0.00015769 0.000904761 0.00186672 0.00181464 0.00198679 0.000956533 0.00103642
internal_weight=0 590 2531 538 422 264 2109 188 274 946 234 248 157 85 212 160 137 1163 64 777 1117 52 91 70 73 179 159 81 179 134
internal_count=3121 590 2531 538 422 264 2109 188 274 946 234 248 157 85 212 160 137 1163 64 777 1117 52 91 70 73 179 159 81 179 134
is_linear=0
shrinkage=0.00184769


Tree=2634
num_leaves=31
num_cat=0
split_feature=1 12 15 4 15 3 0 1 3 132 15 4 12 151 47 12 3 4 2 4 11 15 12 51 4 2 48 14 1209 1209
split_gain=3.52582 0.964385 0.503357 0.526471 0.816638 0.866946 1.25928 0.516478 0.410949 0.49574 0.439217 0.398708 0.329818 0.328135 0.313593 0.313422 0.286944 0.518598 0.421541 0.389547 0.374145 0.337502 0.381768 0.393827 0.278039 0.366867 0.453617 0.355799 0.267667 0.353638
threshold=0.11829500000000003 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.015744999999999999 0.11296500000000002 -0.071924999999999989 0.095950000000000021 0.31370500000000007 0.10365500000000001 -0.40580499999999992 0.033845000000000007 0.090285000000000018 -0.044604999999999992 0.078875000000000015 -0.064509999999999984 -0.14186499999999996 -0.14098499999999997 0.081685000000000021 -0.42529999999999996 0.080455000000000013 0.040760000000000005 0.090020000000000017 -0.047599999999999996 0.41379000000000005 0.14530500000000005 0.016865000000000002 -0.46166999999999997 0.083050000000000013 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 13 24 10 -10 16 -13 -5 15 -15 18 19 -3 -18 -20 22 -22 -24 25 26 -2 -26 -19 -30
right_child=8 11 -4 4 5 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 17 28 20 -21 21 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0022294630577323854 0.0021070417270058987 0.0037931345495128364 0.0024419209479682917 0.0027493978743645298 0.0024035805174650936 -0.0016645669495401424 -0.0008390070026924344 0.0011251159038490179 0.00079198148613094559 0.0013331246218118147 -0.0010671906312518563 0.0021203774210800993 0.0013979348134454167 0.0020827381896622085 0.0027252765548853846 0.000725322403330867 0.0018286235136786514 0.0020052641196117971 0.0012506175245214351 1.1064020325820987e-05 0.0010666774306629695 0.0038158258994770823 0.0021074831884488133 0.0039338641276322455 0.0018779286317710251 0.00022271632158421604 0.0007080651996994046 0.0003936524931650093 0.0035294077463795663 0.0022289613028582652
leaf_weight=73 71 24 58 42 30 20 25 209 23 28 39 110 208 34 23 45 29 1504 32 25 22 20 41 20 22 28 42 112 29 133
leaf_count=73 71 24 58 42 30 20 25 209 23 28 39 110 208 34 23 45 29 1504 32 25 22 20 41 20 22 28 42 112 29 133
internal_value=0 0.00189657 0.00150086 0.00139192 0.00124906 0.000237879 0.000929677 0.0014639 0.00078055 0.000154696 -0.000377498 0.00199725 0.00164784 0.00195562 0.00162876 0.00130953 0.00205639 0.0020163 0.00249008 0.000987161 0.00225842 0.00257153 0.0022717 0.0027063 0.000985376 0.00131613 0.00158707 0.00063734 0.00204965 0.00246176
internal_weight=0 2756 559 501 428 75 55 353 365 90 62 2197 318 144 102 79 1879 1720 159 54 135 103 83 61 275 141 113 134 1666 162
internal_count=3121 2756 559 501 428 75 55 353 365 90 62 2197 318 144 102 79 1879 1720 159 54 135 103 83 61 275 141 113 134 1666 162
is_linear=0
shrinkage=0.0106704


Tree=2635
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 0 1 4 15 150 2 12 4 2 1 13 133 130 13 160 3 1 4 0 15
split_gain=128.06 19.5951 12.3674 10.3099 8.30009 6.5445 4.0217 3.79409 3.0927 3.01367 2.28247 2.92036 2.08285 1.61485 1.54159 1.53898 1.51538 1.57788 1.51289 1.31294 1.30409 1.22894 1.37142 1.40245 1.93751 1.12946 1.10103 1.05706 1.04378 1.67453
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.085605000000000014 0.0061450000000000003 -0.095869999999999983 1.0000000180025095e-35 0.17025000000000004 0.087695000000000009 -0.51843499999999987 0.14122000000000004 0.089875000000000024 -0.004174999999999999 0.089200000000000015 -0.076894999999999977 -0.0044799999999999987 -1.0000000180025095e-35 -0.14847999999999997 0.11588000000000001 -0.036839999999999991 -0.15202999999999997 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 10 26 -5 14 11 28 16 -13 25 20 17 -12 21 -19 -4 22 -3 -24 -25 -7 -6 -2 -1 -30
right_child=1 2 15 8 7 9 -8 -9 -10 -11 12 13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0019969343018641905 0.0017888463492832108 0.0004392427939930432 0.00034327813732202715 0.001534186235385173 0.0016629692178372574 0.0017889537761723838 0.0021057889757595347 0.00082553091692523614 0.00090789939531716896 0.0010753696136354732 0.0022536597783977545 0.0015836145332370276 0.0015077959694054974 0.0010110706619789079 0.0011838632412735069 0.00010777552298861951 0.0016965968240318602 0.0018010828637714414 0.00039132131497077833 0.001385752556143376 0.00071621383470786126 0.00050641326540506494 0.00074611645415115116 0.0014202655085521418 0.00087752414158472232 0.0015402326317901728 0.0012787941278507094 0.001361575429514029 0.0018223832421251332 0.0012484500299243671
leaf_weight=25 50 23 85 34 39 60 76 39 63 41 21 22 110 37 30 49 816 686 31 22 38 39 116 25 70 346 45 24 35 24
leaf_count=25 50 23 85 34 39 60 76 39 63 41 21 22 110 37 30 49 816 686 31 22 38 39 116 25 70 346 45 24 35 24
internal_value=0 0.00083783 0.000737462 0.0016621 0.000890079 0.00168416 0.00172871 0.00125689 0.00112742 0.00150915 0.00171277 0.00150992 0.00173029 0.00122456 0.00154994 0.00035858 0.00174614 0.00180159 0.000741666 0.00178818 0.000458494 0.000781449 0.000827288 0.000869587 0.00102035 0.00157699 0.00145716 0.00165027 0.00171035 0.00158892
internal_weight=0 673 599 2448 427 2351 1874 123 97 477 1798 143 1655 59 436 172 1545 729 304 708 123 273 234 211 95 406 84 74 84 59
internal_count=3121 673 599 2448 427 2351 1874 123 97 477 1798 143 1655 59 436 172 1545 729 304 708 123 273 234 211 95 406 84 74 84 59
is_linear=0
shrinkage=0.00167351


Tree=2636
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 3 4 4 43 150 2 4 40 12 43 12 14 0 15 15 2 3 43 16 11 4 4 43 2
split_gain=138.511 16.5805 15.4151 9.76307 7.88227 5.57308 5.16895 4.69221 4.53198 3.52774 2.6363 2.6781 2.47938 2.41613 2.33937 1.96828 1.87343 1.8632 1.66684 2.21439 1.54933 1.30623 1.24841 2.17222 1.22303 1.26211 1.21019 1.17821 1.14132 2.36668
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.09141500000000001 0.31370500000000007 0.40124500000000002 0.36766000000000004 -0.073404999999999984 0.09487000000000001 0.10855000000000002 -0.0086549999999999978 -0.0061149999999999998 -0.42850999999999995 -0.086909999999999987 0.12757000000000002 0.076175000000000007 -0.11437499999999999 -0.095244999999999982 -0.033689999999999991 0.15950500000000004 0.095270000000000007 -0.083269999999999997 -0.073849999999999985 0.080705000000000013 -0.0070899999999999991 -0.14098499999999997 -0.08076499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 9 17 8 26 13 15 11 -11 16 -3 -8 -1 24 18 19 -4 -15 -16 23 -6 -7 27 -5 -26 -2 -30
right_child=1 6 5 7 22 12 14 -9 -10 10 -12 -13 -14 20 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0016528349870073746 0.00082357114764760361 0.00082291243578864678 0.0020732821428306519 0.0020402941092990019 0.0013031692932943262 0.0020508485456561128 0.0007567780614225933 0.0010954046621422788 0.00066512024387909287 0.0019636679278371674 0.0012732275543340223 0.001429465617563347 0.0017321353449559571 0.0015712660935005248 0.00041896628231204321 0.0011337349022124137 0.0015315626486240295 0.0023627586737297347 0.0020377888526534158 0.0013104618362829101 0.001033097269838245 -0.00010036916595883065 0.0014306746871377055 0.00063203084343769415 0.0015009298910436564 0.002111710969506876 0.001657436789884289 0.0018789055440177321 0.0015487304574360215 0.0010203136700784425
leaf_weight=51 42 37 21 46 34 196 34 29 109 196 20 29 257 36 32 32 31 46 1159 20 24 22 39 21 24 59 43 296 29 107
leaf_count=51 42 37 21 46 34 196 34 29 109 196 20 29 257 36 32 32 31 46 1159 20 24 22 39 21 24 59 43 296 29 107
internal_value=0 0.00102848 0.00191124 0.00130259 0.001625 0.00196852 0.0007525 0.00166856 0.000894688 0.00174504 0.00184407 0.00189482 0.00186718 0.00115266 0.000419651 0.0014527 0.00192445 0.00203871 0.00202629 0.00170117 0.001356 0.000207385 0.00120614 0.00104692 0.00194563 0.00189121 0.00185532 0.00185056 0.00105998 0.00113299
internal_weight=0 590 2531 296 422 2109 294 118 206 328 245 225 863 97 88 83 606 1246 1200 41 60 54 94 55 575 379 89 320 178 136
internal_count=3121 590 2531 296 422 2109 294 118 206 328 245 225 863 97 88 83 606 1246 1200 41 60 54 94 55 575 379 89 320 178 136
is_linear=0
shrinkage=0.0016407


Tree=2637
num_leaves=31
num_cat=0
split_feature=1 52 12 49 0 1 31 2 1 8 12 12 1 11 12 52 1210 0 4 15 4 483 158 41 1446 484 2 0 151 42
split_gain=4.05484 0.697154 0.666375 0.613817 0.595733 0.50054 0.41358 0.740595 0.898149 0.424697 0.41205 0.390031 0.388416 0.516504 0.523793 0.504492 0.391033 0.384478 0.372931 1.14802 0.344298 0.393007 0.376343 0.373962 0.528298 0.407306 0.368022 0.345597 0.327634 0.368483
threshold=0.11146500000000002 -0.28430999999999995 0.051320000000000005 -0.15302999999999997 0.10455500000000001 0.08864000000000001 -0.018414999999999997 0.092235000000000025 0.11588000000000001 0.091215000000000004 0.086305000000000007 -0.26532499999999998 0.085760000000000017 0.077290000000000011 0.085955000000000018 -1.0000000180025095e-35 -0.062539999999999984 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 -0.015039999999999998 0.11579500000000002 0.11651000000000002 0.07677500000000001 0.10916500000000003 0.0038100000000000005 0.086825000000000013 -0.090644999999999989 0.079100000000000018 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 17 -3 8 -8 -10 12 -9 13 14 16 -14 -4 -5 -19 -20 23 22 -22 24 25 27 -27 -12 29 -7
right_child=1 4 10 5 -6 28 7 11 9 -11 20 -13 15 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.004478191204114983 0.002905216336702994 2.8646948336520179e-05 0.0016239229226273852 0.0042674471839818104 -0.0011435227128508676 0.0019930593007493522 0.004933050964749104 0.0026482794924771957 0.0023869691114743016 0.00034323460513152566 0.0038652860687600119 0.00088090463316458116 0.0032695362523265806 0.004746043146873981 0.0046929384691154936 0.00022998340158173728 0.0030258356850933104 0.0031215780747413618 0.0026553872647868751 -0.00074507690980655465 0.0023318441712059119 0.0039465248524292555 0.00074377152525696569 0.00091483920675455876 0.0049611382127365969 0.0002453599935819112 0.0023865781855590255 0.0027501393055373398 0.00020200504863093034 0.00011685998610179232
leaf_weight=20 45 46 40 22 20 220 20 25 60 27 54 268 20 34 32 20 409 70 75 24 474 26 29 20 20 21 49 885 25 21
leaf_count=20 45 46 40 22 20 220 20 25 60 27 54 268 20 34 32 20 409 70 75 24 474 26 29 20 20 21 49 885 25 21
internal_value=0 0.00129671 0.00261492 0.00215767 0.00114138 0.00205611 0.00124384 0.00138359 0.00234716 0.00175271 0.00271718 0.0010317 0.00303433 0.0031341 0.00302016 0.00174976 0.00290094 0.00258464 0.00236558 0.00183103 0.00260563 0.00232415 0.00224029 0.00274758 0.0027832 0.00274003 0.00174421 0.00281427 0.00167661 0.00182957
internal_weight=0 511 2610 477 466 457 446 400 107 87 2133 293 555 515 481 40 449 191 169 99 1578 529 503 1049 1029 1009 70 939 266 241
internal_count=3121 511 2610 477 466 457 446 400 107 87 2133 293 555 515 481 40 449 191 169 99 1578 529 503 1049 1029 1009 70 939 266 241
is_linear=0
shrinkage=0.0135326


Tree=2638
num_leaves=31
num_cat=0
split_feature=1 2 11 2 40 3 0 52 16 129 11 16 1 160 0 1 132 39 2 12 1 156 0 401 4 131 159 43 51 3
split_gain=3.30414 0.823511 0.540222 0.593554 0.497629 0.464546 0.441708 0.408686 0.828347 0.456607 0.407276 0.391447 0.364349 0.484762 0.500879 0.370245 0.361317 0.358332 0.349248 0.417011 0.347271 0.3317 0.466363 0.326598 0.356281 0.319853 0.515909 0.542372 0.458317 0.587017
threshold=0.11690500000000002 0.097070000000000004 0.080455000000000013 -0.0091949999999999983 0.051255000000000002 0.30112000000000005 -0.07384499999999998 0.039215000000000007 0.38525000000000004 0.089245000000000005 0.085155000000000022 0.19444000000000003 0.097525000000000014 0.0065900000000000012 -0.077809999999999976 0.10374500000000002 0.10365500000000001 0.087735000000000021 0.12669500000000003 0.10149500000000002 0.14804000000000003 0.10339000000000002 -0.040504999999999992 0.086285000000000014 0.23246000000000003 0.023795 0.11361500000000001 -0.03898999999999999 0.078435000000000019 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 17 -1 8 9 12 -4 -9 13 -3 -15 -14 20 21 19 -10 -7 22 -2 24 25 28 27 -27 -5 -30
right_child=5 4 10 23 -6 16 -8 11 18 -11 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0027135314046413811 0.0019761216597320727 0.0015593023185907396 0.0051141769080641159 0.0025081421166932693 -0.00010791226309890894 0.00030035222052229323 0.00060153386246676013 0.0027083832362794404 0.0026980638545907802 -0.00025727965636416263 0.0028041906006348477 0.00081245773650968586 -0.00028813671467951515 0.0046934880328939263 0.0017802204776596728 0.0014367297783630616 0.0015397075563675028 0.00077265538737345115 0.0043238119344761496 0.00071408161348230357 -0.0018027832013099078 0.0034069732990594818 0.00010475904770064402 0.0030929331884448092 0.0010298417118290225 0.0028677246478778385 0.0010277145175587527 0.0049206231358828491 -0.0003559340549119235 0.0020516058646588673
leaf_weight=29 100 106 26 1115 21 52 54 212 127 28 33 23 29 23 22 130 28 134 20 24 21 20 34 179 32 267 26 27 22 157
leaf_count=29 100 106 26 1115 21 52 54 212 127 28 33 23 29 23 22 130 28 134 20 24 21 20 34 179 32 267 26 27 22 157
internal_value=0 0.00237184 0.00252129 0.00248107 0.00198756 0.00101214 0.00133946 0.0020467 0.00182689 0.00143082 0.00382215 0.00252282 0.00158329 0.00206888 0.00326922 0.00112213 0.00020665 0.00129462 0.00260976 0.00238273 -0.000304659 0.00174879 0.0015013 0.00253299 0.00247209 0.00250069 0.00289144 0.00305626 0.00240406 0.00175571
internal_weight=0 2732 1967 1908 765 389 83 744 509 338 59 235 310 151 45 159 101 288 171 151 73 154 134 1825 1646 1614 320 294 1294 179
internal_count=3121 2732 1967 1908 765 389 83 744 509 338 59 235 310 151 45 159 101 288 171 151 73 154 134 1825 1646 1614 320 294 1294 179
is_linear=0
shrinkage=0.0138033


Tree=2639
num_leaves=31
num_cat=0
split_feature=4 2 1 457 3 10 16 52 43 43 43 0 159 13 3 3 1 48 2 149 15 15 48 1 4 12 4 16 50 157
split_gain=2.70615 0.820677 0.552306 0.589443 0.453998 0.467883 0.453294 0.612855 0.400565 0.699703 0.506185 0.481397 0.458796 0.411393 0.395786 0.511397 0.391554 0.425346 0.36784 0.331523 0.325481 0.409152 0.332811 0.315446 0.312679 0.311583 0.306431 0.415024 0.288179 0.362455
threshold=0.27044500000000005 0.14285500000000004 0.091195000000000012 0.079590000000000008 0.63141500000000017 -0.15282499999999996 0.19444000000000003 0.070205000000000017 -0.03898999999999999 -0.052894999999999991 -0.011694999999999999 -0.10224499999999999 0.10333000000000002 0.24394000000000002 -0.14186499999999996 -0.12018999999999998 0.10060500000000001 0.085485000000000019 -0.0091949999999999983 0.07770500000000001 -0.03241999999999999 0.14654000000000003 0.094925000000000023 0.086920000000000011 -0.15464999999999998 0.10227500000000002 -0.39518999999999993 -0.15241499999999997 0.10917 -0.087084999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 5 -2 14 25 9 11 -10 -4 13 18 24 -16 -5 -18 -13 23 22 -22 -3 -7 -1 -8 -12 -28 29 -17
right_child=4 20 3 16 -6 19 7 -9 10 -11 26 12 -14 -15 15 28 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0040355159983819335 -0.00063888638223194712 0.0028870344905316545 0.00051652335742248989 0.0019511596915162373 -0.0011117237303912963 0.0024566372722812369 0.0020830170128733265 -0.00035019720088654081 0.0041797997579527072 -0.00084081944431930219 0.0027487507172402753 0.00079581410243554447 0.00030804286252324154 0.0040197942891971065 0.00064050444425396973 0.0033023737387752731 -0.0014021000735204836 0.00097381122493863065 0.0023209425076786199 0.0025300769429445285 -0.0012790735279231817 0.0011792975994959144 0.00049565341659475769 0.00083710702998868939 0.0025023378175441074 0.00060500912216380316 0.0033149259305694533 0.0015772712243158973 0.0017017024229463902 0.0022735903453589452
leaf_weight=38 30 20 47 31 20 23 187 24 22 20 88 35 25 20 35 63 21 36 136 26 22 26 21 266 61 29 28 178 147 1396
leaf_count=38 30 20 47 31 20 23 187 24 22 20 88 35 25 20 35 63 21 36 136 26 22 26 21 266 61 29 28 178 147 1396
internal_value=0 0.00204733 0.00208916 0.00176503 0.000831655 0.000944315 0.00220162 0.0016611 0.00191398 0.00155144 0.00223866 0.00173337 0.00199814 0.00221936 0.00227617 0.00222703 0.000751126 9.84755e-05 0.00200878 0.0010951 0.000794062 5.25442e-05 0.00166218 0.000965997 0.00309083 0.00188458 0.00209341 0.00181346 0.0022616 0.00231801
internal_weight=0 2756 2667 687 365 345 1980 240 599 283 316 263 216 191 1740 1641 88 57 171 315 89 48 41 289 99 216 294 206 1606 1459
internal_count=3121 2756 2667 687 365 345 1980 240 599 283 316 263 216 191 1740 1641 88 57 171 315 89 48 41 289 99 216 294 206 1606 1459
is_linear=0
shrinkage=0.0132673


Tree=2640
num_leaves=31
num_cat=0
split_feature=1 2 48 123 4 34 97 2 12 1 10 1424 0 1429 43 160 12 43 1 4 403 12 4 16 1429 402 3 43 15 403
split_gain=2.21423 0.650926 0.540862 0.397174 0.318804 0.308644 0.520011 0.455192 0.393026 0.55437 0.3714 0.305473 0.336004 0.59344 0.460075 0.458614 0.523732 0.429286 0.479404 0.390332 0.337125 0.306456 0.296139 0.353722 0.279709 0.34009 0.390011 0.35579 0.336771 0.335275
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.50690499999999983 -0.038779999999999995 -0.079444999999999988 0.116525 -0.42850999999999995 0.15799000000000005 0.10223 1.0000000180025095e-35 -0.075934999999999989 0.086825000000000013 -0.080419999999999978 -0.082179999999999989 -0.088589999999999988 -0.092909999999999979 0.10871500000000002 -0.085594999999999991 -0.53101999999999994 0.096295000000000019 -0.059649999999999988 0.052820000000000013 0.087700000000000014 -1.0000000180025095e-35 -0.087614999999999985 -0.0064299999999999991 -0.020484999999999996 -0.090774999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 6 -2 10 -9 22 -7 12 19 14 15 -14 -17 21 -19 -1 -21 -18 -10 -24 25 26 -22 -28 -26 -27
right_child=5 2 -4 -5 -6 7 -8 8 9 -11 -12 -13 13 -15 -16 16 17 18 -20 20 24 -23 23 -25 28 29 27 -29 -30 -31
leaf_value=0.002042795972482908 0.00093354999783696235 0.0026298322780878968 -0.00056226052268332856 0.00039175253543388694 0.0012927361493379952 0.0017103263567706352 -0.0014608696240426696 0.0018424774298997882 0.0015632188493461029 -0.0014735767460138289 0.00014419226894083173 0.0029030379802799378 -0.0006364785902736507 0.0029713963582289624 0.0014749953795830644 -0.000552465549880661 0.0027944786236754706 -0.00055591309217531046 0.0017723387110158239 0.00047795654248080152 0.0010942987987093294 0.0010305072141911834 0.0005008715329969819 -0.0010109181149982186 0.0016631241845940512 0.00085698972262274902 0.003308781450759767 0.0019939077797481255 -0.00024321713234427996 0.0016221854015450402
leaf_weight=257 21 22 20 57 530 71 22 20 24 20 24 21 25 24 263 21 28 22 20 32 32 20 110 22 23 72 38 68 21 1171
leaf_count=257 21 22 20 57 530 71 22 20 24 20 24 21 25 24 263 21 28 22 20 32 32 20 110 22 23 72 38 68 21 1171
internal_value=0 0.00150696 0.00119887 0.00125671 0.00134603 0.000569192 -0.000291502 0.000696374 0.000396688 0.000232394 0.00131467 0.00159676 0.00158393 0.00130921 0.00120923 0.000695283 0.000995229 0.00135636 0.000552778 0.00165173 0.00158274 0.00205949 0.000451108 0.000248907 0.00160755 0.00163477 0.00214737 0.00246528 0.000753279 0.00157786
internal_weight=0 2787 629 609 552 334 43 291 196 176 95 2158 2137 423 399 136 111 90 42 1714 1457 48 156 132 1425 1381 138 106 44 1243
internal_count=3121 2787 629 609 552 334 43 291 196 176 95 2158 2137 423 399 136 111 90 42 1714 1457 48 156 132 1425 1381 138 106 44 1243
is_linear=0
shrinkage=0.0108838


Tree=2641
num_leaves=31
num_cat=0
split_feature=4 2 3 3 10 121 12 457 45 12 4 1446 1186 130 13 403 484 11 0 157 2 13 1204 9 147 52 1 133 41 0
split_gain=1.80975 0.696687 0.50906 0.38375 0.350244 0.348776 0.386988 0.329318 0.314447 0.315756 0.293417 0.376616 0.33733 0.341472 0.325442 0.57462 0.498411 0.295542 0.280138 0.290867 0.289976 0.326875 0.284903 0.278499 0.304794 0.360472 0.333959 0.347037 0.303594 0.26547
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.63141500000000017 -0.15282499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.26807500000000006 0.084355000000000013 0.11734000000000001 -0.082249999999999976 0.091180000000000011 0.060550000000000007 -0.066019999999999981 -0.085384999999999975 -0.0076149999999999994 0.085595000000000018 0.077415000000000012 0.13134000000000004 -0.052249999999999991 0.084055000000000005 0.084330000000000016 -0.082759999999999986 0.088665000000000008 0.096620000000000011 0.039215000000000007 0.10439500000000002 0.089200000000000015 0.078475000000000017 -0.087084999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 -7 8 9 10 11 14 13 -12 15 -8 18 -17 19 -16 21 22 -21 24 25 26 -6 28 -28 -22
right_child=3 -3 -4 -5 23 6 7 -9 -10 -11 12 -13 -14 -15 16 17 -18 -19 -20 20 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0035958674133036075 -0.00062519079805092468 -0.00026707048844608501 0.00053414626762100055 -0.0011667225558055401 -0.0013040144833689766 0.0012159812158599988 0.0045291560374464109 0.00032868297721695006 0.0032386682569175503 0.0010326318121279688 0.0034868982932493562 0.00022973174368406534 0.00044588222849261956 0.0017550366585333032 0.003144439338908022 0.0010369918062589068 0.00039438777204445544 0.0032881883499449442 0.0035690527371023354 0.0013658764220638047 0.0029145304331193319 0.00094090857504911148 0.0030299379956641131 0.0022006921165657082 0.0021978776620085821 0.0014857488790562185 0.00054921515131824746 -0.00095391406339046122 0.0023861253347766203 0.0015861628948463263
leaf_weight=20 30 33 64 20 21 223 29 28 30 94 22 20 37 1548 44 25 33 20 25 24 32 23 107 30 27 72 120 25 20 275
leaf_count=20 30 33 64 20 21 223 29 28 30 94 22 20 37 1548 44 25 33 20 25 24 32 23 107 30 27 72 120 25 20 275
internal_value=0 0.00172649 0.00175065 0.000692174 0.000799936 0.00177993 0.00176617 0.00181695 0.0018344 0.00181653 0.00184908 0.00209484 0.0017486 0.0017793 0.0021534 0.00301397 0.00204029 0.00203752 0.00214277 0.00207216 0.00196982 0.00245861 0.00272507 0.000935662 0.000802501 0.000656473 0.000335463 0.000544124 0.000811631 0.00172462
internal_weight=0 2756 2723 365 345 2659 2639 2416 2388 2358 2264 657 1607 1570 637 74 563 45 530 505 461 154 131 315 285 258 186 165 140 307
internal_count=3121 2756 2723 365 345 2659 2639 2416 2388 2358 2264 657 1607 1570 637 74 563 45 530 505 461 154 131 315 285 258 186 165 140 307
is_linear=0
shrinkage=0.0138033


Tree=2642
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 3 16 4 14 2 47 12 12 0 15 52 1 124 4 3 43 16 11 12 2 133
split_gain=104.533 12.1619 11.4154 7.18836 6.61742 4.48191 4.32013 4.00081 3.61395 2.9161 2.52296 2.41699 2.25019 2.18294 1.85818 1.64249 1.63831 1.46556 1.58655 1.27077 1.91703 1.34931 1.14544 2.1043 1.07078 1.04393 1.2669 1.03161 0.994465 2.14376
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.090455000000000021 0.40124500000000002 -0.17966999999999997 -0.11171999999999999 -0.034884999999999992 0.033845000000000007 0.076175000000000007 0.13754500000000003 0.077555000000000013 0.13597000000000004 -0.040564999999999997 -0.11242999999999999 -0.095244999999999982 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.046564999999999988 0.092670000000000016 -0.081289999999999987 -0.073404999999999984 0.080705000000000013 0.093765000000000015 0.10803500000000001 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 9 13 12 27 -6 -1 -7 15 17 16 22 25 -3 18 -4 20 21 -10 -11 -24 -22 -8 -27 -5 29 -2
right_child=1 5 6 7 8 10 11 -9 19 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012456392505735955 0.0017441299576822047 0.000648661708803257 0.0020266508100494126 0.0021662174765963811 0.0019615789550355071 0.00089425129401958991 0.0019941413507546411 0.0010611183326416321 0.0011388342499559537 0.0020245325422925354 0.0015612714172449174 0.0016534243690667432 0.0024072440799986477 0.00045088410970863831 0.002290631675412103 0.0014694752970345198 0.0011000112752966578 0.0020115613939054415 0.0013305554265472701 0.0016501418808520304 0.0012308960460150763 0.0016659114057890555 0.0018294383459712149 0.0012083161592678295 0.00079008373038147689 0.0018171998230044396 0.0020937597851670366 0.0017207191101666524 0.00098896632324693094 0.00095527925992565626
leaf_weight=26 20 71 21 23 28 49 289 29 30 58 30 169 46 102 32 29 42 1074 22 23 33 34 96 22 40 396 63 66 132 26
leaf_count=26 20 71 21 23 28 49 289 29 30 58 30 169 46 102 32 29 42 1074 22 23 33 34 96 22 40 396 63 66 132 26
internal_value=0 0.00103954 0.00188624 0.00129874 0.00161428 0.000778579 0.00194066 0.00164545 0.0013612 0.0018176 0.00114755 0.00184976 0.0020146 0.000643003 0.0018891 0.00189246 0.00081642 0.00199843 0.00167051 0.00125614 0.00118999 0.00141884 0.00181609 0.00171364 0.000989355 0.00190886 0.00185516 0.00183585 0.0010689 0.00129826
internal_weight=0 590 2531 296 422 294 2109 118 188 234 79 946 1163 215 208 777 113 1117 43 160 137 64 176 118 73 748 459 89 178 46
internal_count=3121 590 2531 296 422 294 2109 118 188 234 79 946 1163 215 208 777 113 1117 43 160 137 64 176 118 73 748 459 89 178 46
is_linear=0
shrinkage=0.00181146


Tree=2643
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 2 4 4 14 2 3 11 1 4 123 1 10 15 47 51 160 3 1447 15 131 16
split_gain=129.004 20.7427 13.3854 9.41613 7.5691 5.84178 5.68221 4.85905 3.44487 3.43368 3.36376 3.1191 2.69722 2.08922 2.0388 1.72426 1.84654 2.72377 1.58702 1.37766 1.30377 1.30156 1.27521 1.27293 1.15724 1.09898 1.09822 1.03378 0.974432 0.896649
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.40124500000000002 0.13754500000000003 0.09253500000000002 0.089775000000000008 0.17025000000000004 0.40473500000000007 0.42051500000000003 0.062655000000000016 0.094835000000000017 0.30112000000000005 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.088205000000000019 0.086920000000000011 -0.38124499999999995 -0.040439999999999997 0.078345000000000012 0.11144500000000002 -0.075414999999999982 -0.010424999999999999 -0.082869999999999985 -0.059484999999999989 0.091440000000000007 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 22 6 8 13 12 11 -6 14 19 -1 18 16 26 -18 21 23 -11 -4 -3 -5 -13 -26 -10 -15 -2 -28
right_child=1 2 9 5 10 -7 -8 -9 15 20 -12 24 -14 27 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0024195043941135615 0.0022677083076820688 0.0010986597313927516 0.00173913310163979 0.0022712738301244048 0.0019935079729595261 0.0012697411817802447 0.0014496228997805827 0.0013180773434621155 0.0024770002940515596 0.00060365389796418793 0.0012719751178946373 0.0010348023013613662 0.0026202884533903549 0.0020050597600099682 0.00073536881152571904 0.0023450534330261741 0.0021745284030219758 0.0014037196850303151 0.00086635492379379467 0.0021287644210678815 9.1260258339493329e-06 0.0011505613379912908 0.001466652736668253 0.0018711576822113898 0.00086840114266089588 0.00044605068780704355 0.0021111295447687004 0.0014739096932984133 0.0017902790115445868 0.0019535800031158838
leaf_weight=26 54 183 29 889 71 25 37 69 24 34 32 27 60 29 30 81 29 34 20 397 20 23 39 28 33 58 538 22 20 160
leaf_count=26 54 183 29 889 71 25 37 69 24 34 32 27 60 29 30 81 29 34 20 397 20 23 39 28 33 58 538 22 20 160
internal_value=0 0.00121578 0.00110176 0.00212918 0.00135537 0.00215804 0.0021678 0.00167416 0.00217966 0.000800951 0.00176934 0.000903426 0.00223718 0.00199324 0.00114006 0.00208839 0.00206191 0.00175854 0.00130868 0.00221969 0.000383458 0.0014788 0.00116331 0.00225906 0.00069888 0.000599211 0.00208838 0.00177594 0.00213867 0.00207502
internal_weight=0 673 599 2448 325 2302 2277 146 2240 274 103 220 1374 77 102 866 785 63 72 1314 54 52 222 917 118 91 722 51 74 698
internal_count=3121 673 599 2448 325 2302 2277 146 2240 274 103 220 1374 77 102 866 785 63 72 1314 54 52 222 917 118 91 722 51 74 698
is_linear=0
shrinkage=0.00184769


Tree=2644
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 12 4 2 2 4 52 4 47 14 39 52 1 12 1 124 51 16 0 0 15 51 16 16
split_gain=140.748 16.6999 15.7064 9.65111 8.0983 7.82816 6.51306 5.36718 4.35073 3.63728 3.39406 2.71661 2.4383 2.31227 2.20369 2.02424 2.01635 1.96874 2.56563 1.77804 1.71587 1.67572 1.51634 1.48938 1.36317 1.17146 2.04967 1.15006 1.20107 1.27269
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 -0.025214999999999998 0.090285000000000018 -0.17966999999999997 0.11389000000000002 0.11177500000000001 0.033845000000000007 0.048770000000000008 -0.011209999999999999 0.077555000000000013 0.076175000000000007 0.096625000000000016 1.0000000180025095e-35 0.10124500000000002 0.13597000000000004 0.122715 -0.072314999999999977 -0.11559499999999999 -0.059624999999999991 -0.081894999999999982 -0.11242999999999999 -0.095244999999999982 -0.033649999999999992 -0.039889999999999988 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 9 6 16 15 -6 14 -8 19 -7 -12 22 25 24 18 21 -9 -2 -10 -1 -15 -3 26 -4 -24 29 -29
right_child=1 5 7 -5 8 12 10 11 17 -11 13 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020253220879284189 0.0017012151273481547 0.00046504833605557076 0.0020035018127826862 0.00078190896719152055 0.0018191542460957116 -1.4316938704647353e-05 0.0014590123098630488 0.0017870486695942547 0.00096763099206116578 0.0010135376926681543 0.0013703857026064858 0.0015342700569444306 0.00056326763167107157 0.00089300698485414247 0.0021480630669514361 0.0022530895824406519 0.00029382482503942766 0.0015519064381110219 0.00079347598602619166 0.0013564733828845921 0.0012188876013460661 0.0015211331950229631 0.0012564606751520027 0.00040852640267131831 0.00086731947682544401 0.001898715684347014 0.0012484628820075641 0.0018735032480071618 0.0018566043491344557 0.0013742038082981698
leaf_weight=29 83 45 20 74 28 57 39 768 30 22 22 171 34 64 33 46 63 23 73 29 29 34 24 26 54 1053 22 21 54 51
leaf_count=29 83 45 20 74 28 57 39 768 30 22 22 171 34 64 33 46 63 23 73 29 29 34 24 26 54 1053 22 21 54 51
internal_value=0 0.000837021 0.00176284 0.00126027 0.00146223 0.00064216 0.00077028 0.00182299 0.00119841 0.00167418 0.00102533 0.0017295 0.000201484 0.000874309 0.00174274 0.0019023 0.000532552 0.00108978 0.0010122 0.00177138 0.00157633 0.00126168 0.00166801 0.000753046 0.000684469 0.00188757 0.00160801 0.00159893 0.00166416 0.00151983
internal_weight=0 590 2531 186 422 404 313 2109 188 234 151 968 91 112 212 1141 162 160 137 797 112 64 179 90 99 1095 42 150 126 72
internal_count=3121 590 2531 186 422 404 313 2109 188 234 151 968 91 112 212 1141 162 160 137 797 112 64 179 90 99 1095 42 150 126 72
is_linear=0
shrinkage=0.00170698


Tree=2645
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 2 4 0 47 1 12 0 0 4 3 0 2 132 133 3 48 52 16 13 4 16
split_gain=91.8002 10.3445 9.59597 7.80868 5.62521 5.04163 3.71893 3.41988 2.90431 2.90198 2.20283 1.81652 1.60429 1.58023 1.52131 1.50039 1.40176 1.29341 1.59 1.2772 1.40283 1.2503 1.44405 1.21607 1.18794 1.07171 1.34906 1.68834 0.993614 0.919659
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.092390000000000014 0.088105000000000003 0.091475000000000015 -0.16363499999999997 0.40473500000000007 0.11389000000000002 -0.0086549999999999978 -0.14832499999999996 0.077555000000000013 0.16773500000000005 0.11903500000000002 -0.13027499999999997 -0.093584999999999988 -0.064054999999999987 0.090900000000000009 -0.067094999999999988 0.10402500000000002 0.08696000000000001 0.089405000000000012 0.31299000000000005 0.081275000000000014 -0.087769999999999987 -0.27167499999999994 -0.28558999999999996 -0.036839999999999991 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 5 9 21 11 -6 -7 12 14 -4 17 25 16 -13 -8 -1 29 20 24 22 23 -3 -9 -5 -27 -28 -2 -19
right_child=1 3 6 13 7 8 10 19 -10 -11 -12 15 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0019595947054679543 0.0020322170134317156 0.0011439836822168116 0.0022943653432779807 0.00029777103770287593 0.0018956280901034689 0.0016535378832429162 0.0023273315285240663 0.0018242469879614163 0.0010016656719156788 0.0011252729525601936 0.0016387632772474593 0.0014799147605707046 0.0022046447131085622 0.00015458750962204544 0.0015055700115544914 0.0019373135382866646 0.0018514432077829342 0.0016126221413790677 0.0012376063285919475 0.0008663664640738369 0.0010950861206224301 0.00059508979282409905 0.00068264197045997258 0.00078190152878630207 0.0013099574843751024 0.00059508402934709893 0.00059556877736077101 0.0012743571832031324 0.0015179639863699937 0.0020132707385136827
leaf_weight=69 29 152 48 21 31 70 22 23 35 22 252 25 33 22 42 1185 535 53 26 28 60 29 40 40 46 78 22 29 23 31
leaf_count=69 29 152 48 21 31 70 22 23 35 22 252 25 33 22 42 1185 535 53 26 28 60 29 40 40 46 78 22 29 23 31
internal_value=0 0.00101781 0.00182714 0.000941748 0.0015728 0.00109435 0.00187803 0.00133481 0.00143625 0.00176401 0.0017837 0.00194185 0.0018303 0.000617032 0.00184467 0.00192786 0.00187024 0.00176129 0.00163689 0.00122407 0.00130171 0.0009568 0.00100201 0.00106855 0.00148139 0.000684857 0.000747872 0.000981546 0.00180476 0.00176048
internal_weight=0 590 2531 538 422 366 2109 188 105 234 851 1258 212 172 599 1210 557 179 110 157 129 261 232 192 69 150 129 51 52 84
internal_count=3121 590 2531 538 422 366 2109 188 105 234 851 1258 212 172 599 1210 557 179 110 157 129 261 232 192 69 150 129 51 52 84
is_linear=0
shrinkage=0.00184769


Tree=2646
num_leaves=31
num_cat=0
split_feature=1 3 1 12 15 4 3 123 130 4 4 12 13 133 51 0 39 2 0 3 149 51 16 0 0 132 3 157 156 43
split_gain=3.38508 0.58279 0.538349 0.556257 0.663417 0.572277 0.628115 0.516473 0.53873 0.644466 0.444334 0.483178 0.433162 0.417785 0.383054 0.434045 0.381271 0.377487 0.555287 0.536968 0.434872 0.376667 0.538038 0.355135 0.334665 0.328436 0.435507 0.322838 0.319131 0.340106
threshold=0.11146500000000002 0.31299000000000005 0.089625000000000024 0.087925000000000017 0.085935000000000025 -0.27825499999999997 -0.079979999999999982 0.083745000000000014 -0.054924999999999995 -0.0070899999999999991 0.056795000000000005 0.10711000000000002 -0.012119999999999997 0.08622500000000001 -0.08824499999999999 -0.068944999999999992 0.096625000000000016 0.097070000000000004 -0.026509999999999995 -0.097174999999999984 0.075040000000000009 0.11144500000000002 -0.061854999999999993 -0.14454499999999995 -0.062294999999999996 0.10613500000000002 0.42240500000000009 0.11289000000000002 0.084715000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 17 4 5 -4 -7 8 -2 24 -11 13 16 -12 -8 23 -9 20 27 -20 21 -1 -23 -16 -10 26 -3 28 29 -19
right_child=1 25 3 -5 -6 6 14 12 9 10 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021132913713643366 0.00017233361422424215 0.0003641773337016905 0.002473670514512701 0.0019486882320937514 0.0032242471132427506 -0.00036392644689868238 -8.219036970563542e-05 0.0015507603828173642 0.0036820395001591565 -7.7994796084178002e-05 0.0020505206573817017 0.00036259273640610777 -0.00049771971878561055 0.0003404368132356018 0.0012062278436315681 4.5607334542838512e-05 -1.2579107143266428e-06 0.0021577714924738058 -0.00020931473668615345 0.0016439631287228549 0.0035834720456718204 0.0019990819967390687 -2.6780153406844483e-05 0.0022769618690869613 0.0019617990514234399 0.0013299191191551497 -0.0014724289098844193 0.00056747861216167037 0.0031494828723563845 0.0014261426852462402
leaf_weight=1419 37 65 35 350 20 35 24 50 21 25 110 36 34 20 103 25 30 211 31 46 23 44 24 57 37 26 20 20 26 117
leaf_count=1419 37 65 35 350 20 35 24 50 21 25 110 36 34 20 103 25 30 211 31 46 23 44 24 57 37 26 20 20 26 117
internal_value=0 0.000957209 0.00192589 0.00165418 0.00130944 0.00117218 0.000985486 0.00115083 0.00139775 0.00157983 0.00127471 0.00147843 0.000531384 0.00178743 0.00121146 0.00137929 0.000968754 0.00201582 0.00173951 0.000897838 0.00209834 0.00207537 0.00128407 0.00158768 0.00258464 0.000259467 -6.79653e-05 0.00191279 0.0019888 0.00189679
internal_weight=0 511 2610 649 299 279 244 400 286 249 191 166 114 130 209 185 80 1961 451 77 1510 1487 68 160 58 111 85 374 354 328
internal_count=3121 511 2610 649 299 279 244 400 286 249 191 166 114 130 209 185 80 1961 451 77 1510 1487 68 160 58 111 85 374 354 328
is_linear=0
shrinkage=0.0108838


Tree=2647
num_leaves=31
num_cat=0
split_feature=1 2 0 3 0 12 49 132 13 106 44 1429 14 14 11 0 51 4 49 12 149 11 2 40 0 1 16 0 2 0
split_gain=2.75486 0.661696 0.485792 0.376809 0.3801 0.404561 0.319443 0.40614 0.348894 0.319196 0.319137 0.394788 0.312538 0.300146 0.476335 0.316778 0.876063 0.543298 0.668644 0.349864 0.326766 0.799555 0.315285 0.318128 0.295464 0.381246 0.487058 0.344123 0.4817 0.33859
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 -0.049509999999999992 0.034820000000000011 0.097825000000000009 0.13173000000000004 0.10240500000000001 -0.088854999999999976 0.086340000000000014 1.0000000180025095e-35 -0.092414999999999983 -1.0000000180025095e-35 0.076175000000000007 0.08740500000000001 -0.11173999999999999 -0.031924999999999995 -0.0016099999999999997 -0.007794999999999999 0.085495000000000015 0.079625000000000015 0.076160000000000019 -0.090999999999999984 -0.081804999999999975 -0.11437499999999999 0.13021500000000003 -0.40995499999999996 -0.082084999999999977 1.0000000180025095e-35 -0.070889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 12 -2 5 24 7 8 -4 10 11 -1 -3 14 15 16 -13 -18 -19 -20 21 22 -17 -24 25 -5 -27 28 -26 -29
right_child=3 2 6 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 20 17 18 19 -21 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=0.0041379356314082674 0.0016709104659250408 0.0028083175640993248 0.0012249639178149878 0.00061964915855455382 -0.0012231776372641538 -0.00098521570213466422 0.00059199864754318167 0.00047401337086459833 0.0024693830272009606 0.000764316410419838 0.0042020762111460424 -0.0010969079026919883 0.00088188178487671857 0.0031980431988133831 0.00011653518166870145 0.00096891468501044233 0.00054712100639240497 0.0013919642575659923 0.0051671141489638235 0.0026884805433022483 0.0040592634786096732 -0.00048296027756893203 0.0041868984793834597 0.0024086223480338101 0.0010096598302447935 0.0012130679586789476 0.0042773513245116575 0.0025457436590597942 -0.0019986615219104126 0.00064947597916405382
leaf_weight=26 112 20 54 35 20 23 28 27 333 25 20 20 132 84 20 31 32 41 23 24 24 20 21 1727 23 23 20 25 21 87
leaf_count=26 112 20 54 35 20 23 28 27 333 25 20 20 132 84 20 31 32 41 23 24 24 20 21 1727 23 23 20 25 21 87
internal_value=0 0.00225971 0.00183569 0.000968 0.000683791 0.000832193 0.00207653 0.00217693 0.00229574 0.00237751 0.0023966 0.00237935 0.00113536 0.00235723 0.00232161 0.00234408 0.00168577 0.00214955 0.00273225 0.00390143 0.00239463 0.00237243 0.00240453 0.00242999 0.00101083 0.0017325 0.00263832 0.000649989 -0.00042613 0.00107275
internal_weight=0 2732 594 389 277 257 442 414 387 2138 2113 2093 152 2067 1983 1963 140 120 88 47 1823 1799 1779 1748 234 78 43 156 44 112
internal_count=3121 2732 594 389 277 257 442 414 387 2138 2113 2093 152 2067 1983 1963 140 120 88 47 1823 1799 1779 1748 234 78 43 156 44 112
is_linear=0
shrinkage=0.0143609


Tree=2648
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 48 16 52 16 4 3 3 4 3 12 12 150 3 52 50 43 0 50 42 131 3 159 52 48 1444
split_gain=2.23505 0.616 0.485879 0.530573 0.510179 0.470927 0.425873 0.501664 0.480322 0.32041 0.486176 0.368454 0.528069 0.311548 0.387463 0.299143 0.291231 0.338194 0.322131 0.382543 0.287893 0.272166 0.268482 0.269963 0.31989 0.26751 0.254775 0.429701 0.7556 0.810786
threshold=0.11866500000000001 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.083685000000000009 -0.36241499999999999 0.0046550000000000003 0.0039400000000000008 -0.49405499999999997 -0.11171999999999999 0.11296500000000002 -0.0083799999999999986 0.30112000000000005 -0.42850999999999995 0.099815000000000015 0.10325000000000002 0.12745000000000004 -0.23375999999999997 0.099450000000000011 -0.085474999999999982 -0.26343999999999995 0.13705000000000003 -0.080354999999999982 0.078765000000000016 -0.082484999999999989 -0.085489999999999997 0.11277500000000001 0.088735000000000022 -0.066134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8 -6 -11 -12 -13 16 -15 26 17 18 -2 -20 -7 -14 23 25 -25 -17 -3 -28 29 -29
right_child=13 15 3 -5 9 20 7 -9 -10 10 11 12 21 14 -16 22 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.00039035026118607204 0.0017708550880735977 0.00237392607930612 0.0018121546753842891 0.0032115512007357301 0.0026079307953397646 0.0025229946075987241 -0.0024269224843830673 0.0012698400707781693 0.00020867748333303329 -0.00034748132475516776 0.0019568320191146026 -0.00056026463491837741 0.00055989776903400993 0.0012020826488795917 -0.00048708783472944597 0.001831101743763591 0.0023228047053268776 0.0020140168004881974 0.00012757005982462681 0.0018118941037646768 0.0009368147812162152 0.0024024061130615455 0.00023080125562675014 0.0015932048579468591 -1.1513094878962066e-05 0.0034688751565704876 0.0019727293255934761 0.0036657390778970038 -0.001057295008099399 0.0010955888318429894
leaf_weight=23 33 216 20 28 52 30 22 22 23 21 200 26 22 34 63 55 23 33 140 26 49 32 23 247 22 23 1469 25 20 99
leaf_count=23 33 216 20 28 52 30 22 22 23 21 200 26 22 34 63 55 23 33 140 26 49 32 23 247 22 23 1469 25 20 99
internal_value=0 0.00179891 0.00142533 0.00150167 0.00140942 0.000826389 0.000179159 -0.000308302 -0.00107984 0.0016836 0.00152391 0.00166427 0.000932848 0.00072011 0.000104993 0.00189574 0.000954095 0.000818404 0.000620137 0.00039138 0.00153916 0.00165175 0.00156506 0.0016535 0.00146196 0.00231403 0.00196264 0.00190756 0.00124278 0.00161376
internal_weight=0 2769 570 547 519 166 87 67 45 353 301 280 80 352 97 2199 255 232 199 166 79 54 370 347 269 78 1829 1613 144 124
internal_count=3121 2769 570 547 519 166 87 67 45 353 301 280 80 352 97 2199 255 232 199 166 79 54 370 347 269 78 1829 1613 144 124
is_linear=0
shrinkage=0.0127521


Tree=2649
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 15 14 0 47 0 12 50 4 1 2 0 15 1 1 4 160 15 4 12 1
split_gain=117.969 14.1148 13.1012 7.587 7.19837 6.06466 4.61078 3.71668 3.77948 3.22293 3.09735 2.44249 2.23079 1.92915 1.77563 2.11903 1.53982 1.53172 1.49207 1.39927 1.32286 1.63676 1.31572 1.25278 1.29449 1.4864 1.25086 1.23084 1.49835 1.1118
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.024640000000000006 0.076175000000000007 -0.23194499999999998 0.081320000000000017 -0.097734999999999989 0.13597000000000004 0.041865000000000006 -0.04890499999999999 0.122715 0.11389000000000002 -0.11242999999999999 -0.095244999999999982 0.12958500000000003 0.10124500000000002 0.0067750000000000006 -0.011159999999999998 -0.089964999999999976 -0.059649999999999988 -1.0000000180025095e-35 0.13436000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 7 11 -3 22 14 13 20 -1 23 -8 -16 26 -10 -2 27 21 -4 -9 24 25 -6 -7 -14 -29 -19
right_child=1 5 6 -5 10 16 9 8 17 -11 -12 -13 19 -15 15 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021832923645202862 0.0016237548338006826 0.00043974894258464765 0.0018634621125037032 0.00076977354822897011 0.00088612235599684825 0.00025508099617171741 0.0021058455867391046 0.0016471610206127078 0.001216257052235687 0.0014338123733285703 0.0018348051192585287 0.0022225771561340249 0.0018158458229196955 0.0014628608050429248 0.0017022919662996877 0.0011765750316286017 0.00063732401810219334 0.00076184816640123489 0.0011558099498318528 0.0011532358504467489 0.0018171689414044206 0.0011614904313306091 0.001017786352455304 0.00086115012336043686 0.00078845091623223039 0.0014623778537186595 -0.00025572750695438388 0.001655790837983635 0.0011427233133963202 0.00035902899596856804
leaf_weight=22 83 90 20 74 20 54 33 22 20 171 21 46 70 41 739 25 23 128 29 21 1053 22 20 74 21 48 21 58 26 26
leaf_count=22 83 90 20 74 20 54 33 22 20 171 21 46 70 41 739 25 23 128 29 21 1053 22 20 74 21 48 21 58 26 26
internal_value=0 0.000806209 0.00168804 0.00121104 0.0014024 0.000619826 0.0017452 0.000742964 0.000869304 0.00165504 0.00118537 0.00182168 0.00165029 0.00111851 0.00170251 0.00168509 0.000235332 0.000753888 0.00150259 0.00158328 0.00180484 0.00149576 0.00134746 0.0010319 0.00117387 0.00129289 0.000112055 0.00164192 0.00149698 0.00069384
internal_weight=0 590 2531 186 422 404 2109 306 216 968 225 1141 197 204 797 764 98 174 112 175 1095 42 42 163 89 68 75 154 84 154
internal_count=3121 590 2531 186 422 404 2109 306 216 968 225 1141 197 204 797 764 98 174 112 175 1095 42 42 163 89 68 75 154 84 154
is_linear=0
shrinkage=0.00177594


Tree=2650
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 2 4 42 1 52 457 43 0 11 10 4 2 10 13 1447 159 52 1 0 12 158 52 2
split_gain=66.1487 8.20701 6.48229 6.36864 4.73411 3.55362 3.33759 2.10846 2.10256 1.84699 1.42359 1.39525 1.3538 1.74622 1.18971 1.11865 0.985001 1.07384 0.973432 0.964831 0.833765 0.773361 0.88015 0.976729 0.786576 1.0217 0.764491 0.763354 0.738856 0.748565
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.13082500000000002 0.089885000000000007 0.40124500000000002 -0.0060199999999999993 0.090540000000000023 -0.56176499999999996 0.083415000000000017 -0.016814999999999997 -0.066089999999999996 1.0000000180025095e-35 -0.011559999999999999 0.50500500000000004 0.14122000000000004 -0.38124499999999995 -0.28558999999999996 -0.082869999999999985 0.083870000000000014 0.086450000000000013 0.085110000000000005 -0.070154999999999981 0.093765000000000015 0.083705000000000016 0.10024500000000001 0.09358000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 5 7 16 10 26 -4 15 -9 21 -14 -12 -1 19 20 -2 -3 -18 -13 23 -23 25 27 -5 -24 29 -25
right_child=1 6 9 8 -6 -7 -8 11 -10 -11 14 12 13 -15 -16 -17 17 -19 -20 -21 -22 22 24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.001537306809384349 0.00082297697390049812 0.00046532691023553474 0.0014834404175151556 0.0016651678941248492 0.00090254857730235477 0.00096445573929606471 0.0010128277304950705 0.001690961852680527 0.00087426681168619944 0.00092004132714863665 0.0014425797934747614 0.0016696548270420625 0.0014411180318208382 0.00076975496270719347 0.0010104829647745448 0.0017795966014173359 0.00043151309458595388 0.00039584630446006257 0.00045772639710040311 5.6024411331257539e-06 0.000843913258525169 0.0013210389940647917 0.00184661935675491 0.0014742090317658297 0.0018334687319389498 0.0011885421396964255 0.0013044750837780091 0.0014536437916268933 0.0014115233475540093 0.0018742039538230811
leaf_weight=1090 192 31 22 23 45 41 39 53 32 89 241 35 24 23 21 61 23 79 25 25 42 370 23 37 23 27 79 43 240 23
leaf_count=1090 192 31 22 23 45 41 39 53 32 89 241 35 24 23 21 61 23 79 25 25 42 370 23 37 23 27 79 43 240 23
internal_value=0 0.000795746 0.00144313 0.000965196 0.001462 0.0014726 0.000546889 0.00148153 0.00126365 0.00103171 0.00152378 0.00141671 0.00139997 0.00111258 0.00140795 0.00155015 0.000456031 0.000532229 0.000780897 0.000260093 0.000697987 0.00141642 0.00140514 0.0013809 0.00154517 0.00147387 0.00138581 0.00159059 0.00145473 0.00162754
internal_weight=0 590 2531 351 2420 2375 239 2334 134 111 1413 921 868 47 262 1151 200 144 217 56 65 821 786 670 116 93 102 66 300 60
internal_count=3121 590 2531 351 2420 2375 239 2334 134 111 1413 921 868 47 262 1151 200 144 217 56 65 821 786 670 116 93 102 66 300 60
is_linear=0
shrinkage=0.00174112


Tree=2651
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 1 14 2 2 133 132 2 52 1 2 13 1 1 12 376 14 13 16 1 52 4 16
split_gain=88.6964 14.2919 8.96911 7.31543 5.90454 5.22592 4.17767 3.39679 3.38392 2.91043 2.21483 1.56224 1.51583 1.71606 1.43746 1.14184 1.2793 1.73211 1.00578 0.961264 0.957618 0.872123 0.815192 0.773088 0.897002 0.78582 1.04099 0.756966 0.807248 1.27012
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.089885000000000007 0.17025000000000004 0.089200000000000015 0.089365000000000014 0.094835000000000017 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.004174999999999999 0.15799000000000005 0.086920000000000011 0.095780000000000018 0.088235000000000008 -1.0000000180025095e-35 -0.0075049999999999987 -1.0000000180025095e-35 0.11392000000000001 0.40674500000000008 -0.39518999999999993 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 12 6 9 -6 14 10 20 18 13 23 -1 -12 21 -18 -4 -13 27 -17 -14 24 -3 26 -25 28 -5 -30
right_child=1 2 11 5 7 -7 -8 -9 -10 -11 15 19 22 -15 -16 16 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0020164864602233907 0.0018241691448487496 0.0011025420577668022 0.00070922973013542133 0.0022249589729018767 0.0016692592547683854 0.00097368744377345656 0.0012812104488758114 0.0010682586127209283 0.001165228175423767 0.0021674354937665191 0.0020483967153160031 0.00066109131438721704 0.00054818929798808791 0.00061126230885312082 0.0015233121944264211 0.0018342088223261737 0.0011430689727717862 0.0017367916052934728 0.0010368613095557318 0.0001779664323945898 0.0018199684147843362 0.0017136281371793265 0.0010105488883697484 0.0012487395667327217 0.0015797276610326565 0.00086790609461413813 0.00097014242887368798 0.0016274322639079906 0.0019379981929148256 0.0016882314029341016
leaf_weight=26 76 24 86 26 87 20 37 40 67 86 43 28 25 20 51 413 22 41 40 21 394 303 20 98 22 39 65 25 812 64
leaf_count=26 76 24 86 26 87 20 37 40 67 86 43 28 25 20 51 413 22 41 40 21 394 303 20 98 22 39 65 25 812 64
internal_value=0 0.00112583 0.00103953 0.00181892 0.00116954 0.00184242 0.00185009 0.00147997 0.00144575 0.00185953 0.00184718 0.000712663 0.00104358 0.00109225 0.00168984 0.00177761 0.00176266 0.00152946 0.00081324 0.000454038 0.00189046 0.00178318 0.000753682 0.00113104 0.00133076 0.00108556 0.00113764 0.00192043 0.00192855 0.00191975
internal_weight=0 691 615 2430 440 2286 2266 127 144 2229 2143 175 313 268 77 822 779 63 126 49 1321 716 45 248 46 202 163 927 902 876
internal_count=3121 691 615 2430 440 2286 2266 127 144 2229 2143 175 313 268 77 822 779 63 126 49 1321 716 45 248 46 202 163 927 902 876
is_linear=0
shrinkage=0.00170698


Tree=2652
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 4 14 2 2 11 4 3 2 43 1 4 52 43 131 15 4 151 43 12 47 15
split_gain=140.307 22.0632 13.1489 10.9722 7.57762 6.56583 5.36705 4.02868 3.95952 3.65301 3.57533 2.95423 2.89655 2.44718 2.417 2.395 1.99394 1.76082 1.41627 1.23567 1.22344 1.77086 1.14954 1.31282 1.5779 1.11734 1.04949 0.978148 0.961082 0.946369
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.13754500000000003 0.14285500000000004 1.0000000180025095e-35 0.42051500000000003 -0.11171999999999999 0.094835000000000017 -0.016814999999999997 0.086920000000000011 -0.0073899999999999999 0.039215000000000007 -0.076484999999999984 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.088784999999999989 0.0061450000000000003 0.090695000000000012 0.090100000000000013 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 25 6 10 12 16 -6 18 13 14 15 -4 17 -1 -8 -5 -17 21 27 23 -14 -25 -3 -23 -21 -27 -18
right_child=1 2 7 5 9 -7 11 -9 -10 -11 -12 -13 22 -15 -16 19 29 -19 -20 20 -22 26 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0023392316896047264 0.0021314724058170498 0.0014301572880912263 0.0011955735859967072 0.0022650314989216673 0.0019594138685355006 0.0011329542021149273 0.0020408307978066684 0.0013607040900994107 0.0013287591496236452 0.0012186966599360128 0.0026784861075005097 0.0015642612754940978 0.00068945555477723007 0.0023950932259751883 0.00070400969865520738 0.0021488246914106311 0.0020300503958728604 0.0013848140618270277 0.0021353835138914865 0.0023740907478109175 0.0021280634377771916 0.0016286500809900067 0.00086899444729044274 0.00053993068917911969 -0.00010418234336441709 0.0010516547022507649 0.0020040234004179052 0.0019253232595402531 0.0014538886533566621 0.0015246347160977052
leaf_weight=26 76 40 52 927 74 20 25 37 67 31 60 37 29 77 89 412 20 29 394 30 132 72 20 24 26 171 37 34 22 31
leaf_count=26 76 40 52 927 74 20 25 37 67 31 60 37 29 77 89 412 20 29 394 30 132 72 20 24 26 171 37 34 22 31
internal_value=0 0.00121069 0.00109691 0.00213576 0.00133669 0.00216631 0.00217543 0.000804319 0.00165077 0.00174073 0.00224601 0.00206531 0.000718543 0.00208717 0.000885296 0.00205641 0.00193097 0.00168853 0.00222636 0.00208412 0.00199672 0.00189651 0.000481047 0.000382833 0.000204992 0.00115461 0.00175607 0.00213568 0.00109751 0.00172284
internal_weight=0 691 615 2430 338 2286 2266 277 144 105 1381 885 240 848 141 771 77 54 1321 717 305 173 99 79 50 233 109 64 193 51
internal_count=3121 691 615 2430 338 2286 2266 277 144 105 1381 885 240 848 141 771 77 54 1321 717 305 173 99 79 50 233 109 64 193 51
is_linear=0
shrinkage=0.00181146


Tree=2653
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 16 2 4 4 1 12 3 2 11 52 1 47 52 51 13 4 4 1 51
split_gain=193.299 29.527 18.5992 15.5413 10.781 9.37523 6.31531 5.33088 4.9366 4.83136 4.80087 3.64063 3.54696 3.12009 2.74397 2.28169 2.31985 1.59248 1.36242 1.26659 1.22893 1.18899 1.15443 1.12732 1.07437 0.91706 0.899719 0.897235 0.841944 0.866908
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.13501500000000002 -0.52595999999999987 0.14285500000000004 0.24564500000000003 0.27834500000000006 0.089875000000000024 0.087005000000000013 -0.13927999999999999 0.088850000000000012 0.075910000000000019 0.039215000000000007 0.16175000000000003 0.090100000000000013 0.40674500000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.036839999999999991 -0.0070899999999999991 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 22 6 13 27 12 -5 11 -7 14 15 -4 18 -17 19 23 -13 24 -14 28 -1 -19 -16 -2 -6 29 -3
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 17 21 -15 25 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020644618606024301 0.0020430787562364201 0.00034218258046624713 0.00078009522097005342 0.0017298272461943088 0.002045912960068585 0.0010041685898142274 0.0025515945214390338 0.00077145727418984175 0.00090249479656892074 0.0008482910540567513 0.0011526165020891504 0.001646828084222297 -3.332113578747461e-06 0.0012844586304663736 9.0516025264318102e-05 0.0014577617162024939 0.0019075955953827134 0.0017949389769438761 0.0019244735486170235 0.0021980676416920113 0.0018674381945262639 -0.00050855005155639238 0.001021374268849523 0.0016328516952790644 0.0015458338396572937 0.00050596049240147546 0.0015782237026770504 0.0015817002314482236 0.00040749691179274962 0.00076409949604236427
leaf_weight=935 50 20 39 34 21 21 70 30 37 63 48 20 78 23 77 49 241 124 408 57 211 21 33 22 122 25 21 50 43 128
leaf_count=935 50 20 39 34 21 21 70 30 37 63 48 20 78 23 77 49 241 124 408 57 211 21 33 22 122 25 21 50 43 128
internal_value=0 0.000756108 0.000620539 0.00189656 0.000926366 0.00192706 0.00199696 0.00143755 0.000261716 0.00115728 0.00172443 0.00177389 0.000162929 0.00197383 0.000354911 0.00198341 0.00183159 0.00180416 0.00201566 0.00205489 0.00176191 -0.0001105 0.000695875 0.00205454 0.0016714 0.000192341 0.00190559 0.001719 0.000639637 0.000707084
internal_weight=0 673 602 2448 325 2351 1748 101 277 97 603 555 240 1678 141 1655 290 534 1365 77 457 99 224 957 246 102 71 71 191 148
internal_count=3121 673 602 2448 325 2351 1748 101 277 97 603 555 240 1678 141 1655 290 534 1365 77 457 99 224 957 246 102 71 71 191 148
is_linear=0
shrinkage=0.00188464


Tree=2654
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 4 2 1 2 2 14 4 2 11 1 4 1 1 1 50 1 12 3 15 1 31 133 15 4
split_gain=137.986 21.2604 11.2562 10.0131 7.82975 5.94006 5.78259 5.31615 5.09099 4.73596 3.95679 3.03127 2.62557 2.15854 2.04469 1.99516 2.84485 1.91752 1.47859 1.47226 1.38118 1.12507 1.1244 1.38166 1.1064 1.06935 1.03954 1.00998 1.00898 0.947261
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.089775000000000008 0.062655000000000016 -0.15464999999999998 0.094835000000000017 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.122715 0.13436000000000001 0.087135000000000004 0.041865000000000006 0.13075500000000004 0.095780000000000018 -0.10831999999999999 -0.059484999999999989 0.12958500000000003 -0.084119999999999986 -1.0000000180025095e-35 -0.41942499999999994 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 17 7 6 10 26 13 25 11 19 -11 -1 15 22 -17 -2 -14 -4 28 27 23 -12 -15 -9 -3 -5 -6 -21
right_child=1 4 5 21 20 -7 -8 9 -10 12 14 -13 18 24 -16 16 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019351895932473411 0.0016327266909195058 0.00074841430396072604 0.001821316834609988 0.00068087379467888652 0.0003991366984785297 0.0011067161631209846 0.00098562971834147356 0.0015129639572637418 0.00096084551470576997 0.0013454055664383503 0.0014048164919950883 0.0021558548192760186 0.00079313552857025672 0.0015720576251721907 0.0019035901247162863 0.0017336957968711194 0.0010479077090923036 0.0011690615581238903 0.00038403218998330928 0.0017299328072185793 0.00061474349857122191 0.00054307607844906612 0.0015868337500436396 0.0017430177280139262 0.0010936942014477713 0.0010416025229376287 0.00036048060986368954 0.0011139431941785535 1.6028741814373112e-05 0.0014657982691409382
leaf_weight=26 113 24 921 22 29 39 26 33 71 20 34 60 149 29 83 29 34 29 27 354 23 24 300 387 22 20 70 38 46 39
leaf_count=26 113 24 921 22 29 39 26 33 71 20 34 60 149 29 83 29 34 29 27 354 23 24 300 387 22 20 70 38 46 39
internal_value=0 0.000876469 0.00170154 0.00127763 0.000670887 0.00172914 0.00173985 0.000785451 0.00127153 0.00090849 0.0017486 0.00180229 0.000793134 0.001558 0.00166351 0.0016381 0.00136359 0.00153803 0.000730375 0.00178615 0.000269912 0.000837415 0.00166208 0.0017157 0.0013657 0.00133509 0.000459528 0.000955151 0.000164164 0.00170372
internal_weight=0 667 2454 226 441 2306 2267 343 148 249 2241 1374 196 77 867 784 63 142 176 1314 98 84 721 421 51 53 94 60 75 393
internal_count=3121 667 2454 226 441 2306 2267 343 148 249 2241 1374 196 77 867 784 63 142 176 1314 98 84 721 421 51 53 94 60 75 393
is_linear=0
shrinkage=0.00160853


Tree=2655
num_leaves=31
num_cat=0
split_feature=1 3 1 46 402 2 10 4 2 2 133 13 158 133 2 133 150 3 3 2 3 49 49 43 51 3 132 157 1447 43
split_gain=5.23272 1.16859 0.649426 0.655993 0.514219 0.503278 0.46974 0.420784 0.387141 0.37413 0.464738 0.485132 0.363464 0.348291 0.544175 0.45413 0.442811 0.349352 0.577352 0.395233 0.338302 0.33137 0.366323 0.74894 0.493943 0.49544 0.472934 0.415996 0.511265 0.367414
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.086055000000000006 0.092235000000000025 -0.062879999999999978 0.04735000000000001 -0.13033999999999998 0.13712500000000002 0.089200000000000015 -0.059629999999999996 0.085030000000000008 0.017095000000000003 0.13093500000000002 0.111585 0.083555000000000004 -0.14186499999999996 -0.10217499999999997 0.10855000000000002 -0.023499999999999997 0.11560500000000001 0.085970000000000005 -0.082144999999999982 -0.079189999999999983 -0.095524999999999985 0.0041800000000000006 -0.085709999999999995 -0.085804999999999979 -0.077044999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 9 7 8 -4 -2 -1 10 20 -12 21 14 16 -15 17 19 -19 -7 -3 22 24 -24 25 -10 27 -26 29 -29
right_child=1 2 6 -5 -6 13 -8 -9 12 -11 11 -13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0012491987153964109 0.0029077649514147406 0.0030512948905667024 -0.001339803066594212 0.003469052010722699 0.00035197536232105427 0.0039084018325587395 0.00068773125679014321 0.0018541939598169734 0.00036763544812081937 0.0004518843460907059 0.0015219645709563694 -0.0010314696863125332 0.0033455188680340752 0.0030079645812589031 0.00022941065982550219 0.0021440732045181999 0.00092301382510343423 0.00042277979592378378 0.0023601663045963116 0.0018726090442410181 0.0014887611272073359 0.0015183254899619333 0.0047822764014290448 0.0027704196059133313 0.0040302832157825767 0.0023292747415130451 0.0035934620296398222 0.00023485332912610309 0.0027154197625088063 0.0025106152164252825
leaf_weight=24 98 22 21 20 21 40 77 124 22 71 22 21 152 223 20 145 33 24 298 21 221 32 38 90 33 120 94 21 953 20
leaf_count=24 98 22 21 20 21 40 77 124 22 71 22 21 152 223 20 145 33 24 298 21 221 32 38 90 33 120 94 21 953 20
internal_value=0 0.00147148 0.00112474 0.00135128 0.00214927 0.00264059 0.00025326 0.00231928 0.0027639 0.00123264 0.00142646 0.000274939 0.00278698 0.00239534 0.00216556 0.00266757 0.00225865 0.00237373 0.00221576 0.00320756 0.00163023 0.00272732 0.00275513 0.00336769 0.00269305 0.00202536 0.00277763 0.00270296 0.00265889 0.00134498
internal_weight=0 718 475 377 243 2403 98 222 1599 357 286 43 1575 804 436 368 416 383 322 61 243 1423 1391 128 1263 142 1121 1027 994 41
internal_count=3121 718 475 377 243 2403 98 222 1599 357 286 43 1575 804 436 368 416 383 322 61 243 1423 1391 128 1263 142 1121 1027 994 41
is_linear=0
shrinkage=0.0120166


Tree=2656
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 2 4 2 1 2 2 14 1 11 1 4 50 4 1 2 1 40 1 15 4 15 4 16 43 12
split_gain=176.619 28.2184 13.9976 13.5035 8.94526 7.88789 6.26159 5.92781 5.84307 5.09773 5.0059 4.09341 2.5548 2.5403 2.64171 3.07702 1.96691 1.87875 2.01234 1.82408 1.63807 1.57183 1.52843 1.1673 1.14376 1.12599 1.11398 1.05042 1.04311 1.13087
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.029094999999999999 0.14753000000000002 0.13501500000000002 0.36766000000000004 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.089775000000000008 0.062655000000000016 0.122715 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.041865000000000006 -0.15464999999999998 0.13436000000000001 0.094835000000000017 0.090540000000000023 -0.077474999999999988 0.13075500000000004 -0.087894999999999987 0.024790000000000003 -0.053579999999999996 -0.036839999999999991 -0.12029499999999999 0.064745000000000011 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 8 7 6 10 21 19 -9 11 20 26 14 24 -16 23 -11 -19 -1 -5 -3 -4 -6 28 -21 -2 -26 29 -12
right_child=1 4 22 5 16 -7 -8 9 -10 17 13 -13 -14 -15 15 -17 -18 18 -20 25 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0024431915786913175 0.0023827374794558646 0.00095074195953814052 0.001303941410674957 0.0023799835002045384 0.00048070319871594308 0.0014891159255270251 0.0014107851408677015 0.0017210047513318612 0.001348730711467797 0.0016210277270953765 0.0023920651180739652 0.0028248179603918957 0.0015935966855158881 0.0024981289718726814 0.0022578409103500056 0.0014679780732813484 0.00094076147807410377 0.0011271255091749963 0.00060045557407034645 0.0020859763828960016 0.0022171531815552382 0.00049615206532308822 0.00077365483139360894 -2.0315304144590245e-05 0.0022199161599968003 0.0015497956822145946 0.0020301440358361286 0.0019546713483823727 0.0020836826805323855 0.0022050675383081318
leaf_weight=26 50 47 60 1075 55 39 25 54 69 20 170 60 29 81 28 35 23 150 27 30 238 49 24 20 89 21 65 100 107 255
leaf_count=26 50 47 60 1075 55 39 25 54 69 20 170 60 29 81 28 35 23 150 27 30 238 49 24 20 89 21 65 100 107 255
internal_value=0 0.00122053 0.00172857 0.00224779 0.00096023 0.00228101 0.00229466 0.00109404 0.00172404 0.00123759 0.00230453 0.0023712 0.00206466 0.00219871 0.00216778 0.00181903 0.000486427 0.00110508 0.00104679 0.00206036 0.00235047 0.000718712 0.00115243 0.000347098 0.00219825 0.0018652 0.00218345 0.00207957 0.00224041 0.00227987
internal_weight=0 673 228 2448 445 2302 2263 347 146 251 2238 1373 144 865 784 63 98 197 177 77 1313 96 84 75 721 51 115 189 532 425
internal_count=3121 673 228 2448 445 2302 2263 347 146 251 2238 1373 144 865 784 63 98 197 177 77 1313 96 84 75 721 51 115 189 532 425
is_linear=0
shrinkage=0.00177594


Tree=2657
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 15 4 401 12 12 12 11 2 2 159 40 484 0 12 4 4 48 48 52 12 4 41 158 42 158
split_gain=5.06942 1.12276 0.791993 0.610863 0.467252 0.418528 0.409508 0.40788 0.417373 0.34923 0.356572 0.438703 0.346141 0.345331 0.404936 0.338691 0.349871 0.35111 0.508445 0.386203 0.437848 0.517182 0.465568 0.333955 0.320658 0.319681 0.306427 0.298053 0.33363 0.300522
threshold=0.10337500000000001 -0.034684999999999994 0.11474000000000002 0.31358000000000003 0.092235000000000025 -0.41942499999999994 -0.17966999999999997 0.085900000000000018 -0.12529499999999996 0.080890000000000017 0.11734000000000001 0.077415000000000012 -0.13033999999999998 0.11362000000000001 0.082585000000000006 0.051255000000000002 -0.069939999999999988 -0.13455999999999999 -0.015429999999999998 0.42642000000000008 0.27287000000000006 -0.065739999999999979 0.10990500000000002 0.061605000000000007 0.087215000000000015 -0.0086549999999999978 0.08690500000000001 0.08673500000000002 0.087075000000000014 0.10398500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 6 12 -2 -3 8 -8 13 11 24 -1 14 23 16 -10 19 -19 20 22 -22 25 -6 -11 -18 -4 -14 -29 -30
right_child=1 3 26 -5 9 -7 7 -9 15 10 -12 -13 27 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0015065871652060506 0.0010583128258895682 0.0027538603765034091 0.00088540725371472734 -0.0011003341814040473 0.0016405260523891221 0.0031200254713078042 0.0027528978089408286 -0.00059662930256903493 -0.0004842295259830165 0.0046773678575022376 0.0020222714168122626 0.0043286102916731658 0.0031478929591533637 0.0009318832761219145 0.0037816462945139857 -0.00036720901164301876 0.0029614515808215626 0.0014195747233531029 -0.00065700070600761753 0.0035594046906657416 0.0019115522733420777 -0.0011841544310758352 0.0040927745459638206 0.0032915440917567927 0.0028570877840146565 0.00069235284076255162 0.0028524413650778003 0.0044196442874239504 0.0043808802613091429 0.0023949301157268478
leaf_weight=24 22 38 73 21 85 173 37 23 20 20 75 49 1427 33 38 26 20 95 31 24 23 20 20 34 470 32 20 81 23 44
leaf_count=24 22 38 73 21 85 173 37 23 20 20 75 49 1427 33 38 26 20 95 31 24 23 20 20 34 470 32 20 81 23 44
internal_value=0 0.00169723 0.00237754 0.00124159 0.00304548 0.00288742 0.00136183 0.00121925 0.00133927 0.00276861 0.00293184 0.00305841 0.0031847 0.00224112 0.0025163 0.00117109 0.00131143 0.00144695 0.000908671 0.00193488 0.00159585 0.000471689 0.00226722 0.00211225 0.00293138 0.00156508 0.00130843 0.00321027 0.00381168 0.00307667
internal_weight=0 718 288 430 2403 195 409 371 348 804 614 539 1599 190 157 311 285 265 126 139 115 43 72 119 490 52 93 1575 148 67
internal_count=3121 718 288 430 2403 195 409 371 348 804 614 539 1599 190 157 311 285 265 126 139 115 43 72 119 490 52 93 1575 148 67
is_linear=0
shrinkage=0.0140794


Tree=2658
num_leaves=31
num_cat=0
split_feature=1 1 52 12 15 1 16 4 3 148 12 12 12 2 16 16 52 3 3 4 49 12 39 131 51 0 0 3 43 14
split_gain=4.1438 0.708741 0.651636 0.642682 0.670824 0.560577 0.603344 0.545304 0.547073 0.543176 0.689195 0.546924 0.638821 0.384223 0.473417 0.402806 0.542536 0.406248 0.539779 0.380146 0.359402 0.336388 0.548443 0.304167 0.284081 0.392626 0.291912 0.275713 0.285142 0.269451
threshold=0.11146500000000002 0.089625000000000024 -0.28430999999999995 0.087215000000000015 0.085935000000000025 0.15471500000000002 -0.11118499999999999 -0.17966999999999997 -0.079979999999999982 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.088105000000000003 0.13404500000000005 0.13751500000000003 0.19444000000000003 0.070205000000000017 -0.14477499999999996 -0.12018999999999998 -0.15464999999999998 0.12595000000000003 -0.10022999999999999 0.096625000000000016 0.09031500000000002 -0.08824499999999999 -0.068944999999999992 -0.14454499999999995 0.30112000000000005 -0.081289999999999987 -0.072219999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 23 4 7 9 -7 -3 -9 -4 11 12 21 15 -15 17 20 19 -19 -1 -17 -11 27 -2 -10 26 -26 28 -23 -30
right_child=2 3 5 -5 -6 6 -8 8 24 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0052399771088051505 0.0043004118608035808 0.0035116699758930585 -0.00019868304326330739 0.0028505977630221765 0.0045464796887470169 0.0012937374650946621 -0.0020594112282030009 -0.00035537785001546501 0.00021537153237381133 0.0024457782306420818 0.0037867232531817382 -0.00078705150044316671 0.0031031756498952818 0.00036290457378735812 0.0033155423858117175 0.0029272702726068386 0.00031048513238013744 0.0013147643790883154 0.0030944429774005617 0.0033017454954654738 0.0010121344948062865 0.00061830252126886904 -0.00042507508189512953 0.0018430413859150882 0.0017410548326335944 0.00016291271819350375 0.0030813356122945572 0.00038818491782265926 0.0032835191247326764 0.0016169309101010864
leaf_weight=37 23 33 43 357 20 25 23 32 24 45 29 24 50 27 22 175 24 39 1554 58 25 37 46 22 103 24 56 45 32 67
leaf_count=37 23 33 43 357 20 25 23 32 24 45 29 24 50 27 22 175 24 39 1554 58 25 37 46 22 103 24 56 45 32 67
internal_value=0 0.00285335 0.00138206 0.00242537 0.0019055 0.00121626 -0.00031298 0.00171131 0.00146272 0.00139187 0.00157425 0.00138881 0.00155099 0.002995 0.00168858 0.00302848 0.00243316 0.00310748 0.00305087 0.00405664 0.00268788 0.00126566 0.00103171 0.00309903 0.00174378 0.00194423 0.0022131 0.00140195 0.00173738 0.00215563
internal_weight=0 2610 511 649 292 466 48 272 239 418 375 346 322 1961 49 1912 224 1688 1593 95 200 272 227 45 207 183 159 181 136 99
internal_count=3121 2610 511 649 292 466 48 272 239 418 375 346 322 1961 49 1912 224 1688 1593 95 200 272 227 45 207 183 159 181 136 99
is_linear=0
shrinkage=0.0149411


Tree=2659
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 15 4 47 0 12 14 42 1 0 4 15 2 48 1 4 160 16 3 3 49 52 148
split_gain=112.6 13.4878 11.9169 10.223 7.78587 4.68528 4.46815 3.77798 3.3337 2.97648 2.68978 2.49058 2.16832 2.13601 2.11305 1.71761 1.64538 1.57498 2.03956 1.86978 1.32293 1.25807 1.39147 1.99414 1.043 1.31847 1.03891 1.00816 0.972845 0.906803
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.13075500000000004 0.090455000000000021 0.082585000000000006 0.024640000000000006 0.033845000000000007 0.081320000000000017 -0.23194499999999998 0.13597000000000004 0.076175000000000007 -1.0000000180025095e-35 0.16540500000000002 -0.13027499999999997 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.14174500000000004 0.10124500000000002 0.0067750000000000006 -0.010514999999999998 -0.073404999999999984 -0.13309499999999996 -0.13309499999999996 -0.080089999999999981 -0.52606999999999993 -0.043434999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 11 29 13 14 10 12 21 -1 24 16 -5 -7 -4 19 -19 -13 -16 22 23 -6 -8 -26 -11 -25 -2 -3
right_child=1 5 6 7 8 15 9 -9 -10 26 -12 17 -14 -15 20 -17 -18 18 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0022552020230915135 0.0018556692469215571 0.00051484824168324225 0.0014112270446302415 0.0015642795773225188 0.0008751539856981025 0.00046424534874206453 0.0018275724062888565 0.00053116661327497639 0.001889567735729447 0.0010999567284451443 0.001559652996609042 0.0020052130940826918 0.0012604020546486566 0.0022108100479490667 0.0010569470638533689 -7.2413000788870569e-05 0.0018386876200075836 0.0016415775603983752 0.0010844861125018086 0.0013787811329337076 0.00060914949641057076 0.00089299839973066436 0.00080847229910994902 0.0012486810769112601 0.0019068958743986692 0.0016531349420540358 0.0015225802251103953 0.0017597278695378328 0.0014739264201170433 0.00090178345241053381
leaf_weight=22 28 22 28 21 21 130 289 59 21 20 41 52 29 46 100 21 1089 76 27 20 25 74 21 22 74 385 149 25 73 111
leaf_count=22 28 22 28 21 21 130 289 59 21 20 41 52 29 46 100 21 1089 76 27 20 25 74 21 22 74 385 149 25 73 111
internal_value=0 0.000872751 0.00171739 0.00112636 0.00145031 0.000599492 0.00177084 0.000902986 0.00122902 0.00168198 0.00116102 0.00170306 0.00172753 0.00184311 0.00105324 0.000389611 0.00182797 0.00163364 0.00149554 0.0018312 0.000967388 0.00106075 0.00120023 0.00132121 0.00174564 0.00169405 0.00147257 0.00152051 0.00157976 0.000837779
internal_weight=0 590 2531 306 422 284 2109 205 225 946 204 197 777 1163 146 151 1117 175 103 72 125 163 89 68 748 459 169 47 101 133
internal_count=3121 590 2531 306 422 284 2109 205 225 946 204 197 777 1163 146 151 1117 175 103 72 125 163 89 68 748 459 169 47 101 133
is_linear=0
shrinkage=0.00174112


Tree=2660
num_leaves=31
num_cat=0
split_feature=1 12 44 1456 1 3 4 3 12 2 16 1212 0 151 49 151 157 1 0 15 2 130 2 160 16 2 42 1208 42 13
split_gain=3.92059 0.936537 0.552631 0.555263 0.484514 0.46913 0.459244 0.412868 0.411754 0.400538 0.380249 0.480088 0.371526 0.437902 0.34478 0.342012 0.340804 0.334558 0.489411 0.405651 0.334004 0.457977 0.544035 0.416217 0.330803 0.327223 0.309825 0.376522 0.355246 0.30024
threshold=0.11690500000000002 0.051320000000000005 1.0000000180025095e-35 -0.077604999999999993 0.08864000000000001 0.31299000000000005 0.40124500000000002 -0.13309499999999996 -0.42850999999999995 0.08542000000000001 -0.011734999999999997 0.089590000000000017 -0.13843999999999998 -0.085134999999999975 0.12497000000000001 0.09759000000000001 -0.078969999999999985 0.081670000000000006 -0.080869999999999984 0.024640000000000006 0.14753000000000002 -0.0060099999999999989 -1.0000000180025095e-35 -0.066074999999999981 -0.034884999999999992 0.15950500000000004 0.11275500000000001 0.099975000000000008 0.11720500000000002 0.01128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 20 7 9 -7 24 12 14 -9 -14 -12 16 -6 18 -11 -19 21 -2 -23 -24 -3 -10 29 28 -28 -15
right_child=5 6 -4 4 15 8 -8 10 25 17 11 -13 13 26 -16 -17 -18 19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0035872572878981089 -0.00034083251921929213 0.0027956793894303479 0.0034058524819362275 0.0021118698481190691 0.00024764027753673191 0.0012404810459160083 0.00095065560574925101 0.00081894368100443029 0.00025122367403800517 0.0029088047171055421 0.002192012610278717 0.00021571924464822728 0.0037010254860299118 0.002533981731278185 0.0011792742768540494 -0.00019930204569066482 0.0015571768772473559 0.0024995515936826755 0.00034413434911263291 0.0043237673980750261 0.00033515096860691114 0.00054683543518477089 0.00087308537098003717 0.0022741021016126281 0.0047316306495711804 -0.0015816167198919114 0.00026276983782538133 0.0028764121014101906 0.001892778079472264 0.0019385771464673835
leaf_weight=21 21 25 28 171 32 34 35 21 39 22 577 20 38 967 53 20 278 75 21 23 58 60 42 113 26 22 26 38 75 140
leaf_count=21 21 25 28 171 32 34 35 21 39 22 577 20 38 967 53 20 278 75 21 23 58 60 42 113 26 22 26 38 75 140
internal_value=0 0.00220435 0.0017612 0.00167298 0.00159274 0.000914944 0.00231605 0.00233831 0.000180826 0.00287004 0.00228609 0.00204863 0.00240436 0.00243029 0.00210681 0.00132374 0.001422 0.00253995 0.00165629 0.00292768 0.00115216 0.00135295 0.00151839 0.00189447 0.00378263 -0.000409801 0.00239154 0.00185679 0.00147317 0.00245868
internal_weight=0 2732 550 522 501 389 2182 2147 95 192 1955 650 1305 1284 630 330 310 141 43 98 294 236 215 155 51 61 1246 139 101 1107
internal_count=3121 2732 550 522 501 389 2182 2147 95 192 1955 650 1305 1284 630 330 310 141 43 98 294 236 215 155 51 61 1246 139 101 1107
is_linear=0
shrinkage=0.0120166


Tree=2661
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 12 47 4 15 16 4 2 14 47 34 0 15 2 4 0 15 12 16 13 1 4 43 3 15 3
split_gain=147.478 18.1814 15.6587 10.0169 9.98423 6.2557 5.33473 4.32702 3.92202 3.84337 3.63069 2.99143 2.581 2.56911 2.49242 2.42578 1.82031 1.73661 1.77058 1.73551 1.88893 1.65451 1.4513 1.43696 1.33163 1.38493 2.08408 1.30627 1.21247 1.74909
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.08864000000000001 0.085055000000000006 0.090285000000000018 0.085505000000000012 0.40124500000000002 0.024640000000000006 -0.034884999999999992 0.033845000000000007 0.13754500000000003 0.076175000000000007 0.081320000000000017 -1.0000000180025095e-35 -0.23194499999999998 0.13592500000000005 0.11389000000000002 -0.064054999999999987 -0.11242999999999999 -0.095244999999999982 -1.0000000180025095e-35 -0.073404999999999984 -1.0000000180025095e-35 0.10124500000000002 0.0067750000000000006 -0.081374999999999989 -0.14186499999999996 -0.41942499999999994 0.31534000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 -2 12 11 -6 13 -8 16 14 19 24 -3 -1 22 18 -17 20 -4 -20 -7 -16 25 26 -5 -24 -13 -30
right_child=1 6 5 8 7 10 9 -9 -10 -11 -12 28 -14 -15 23 17 -18 -19 21 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024642876411908694 0.0009874979486729149 0.0003272456060543168 0.0021035934652546841 0.00097267599821843618 0.0018477890649306269 0.0020477521937614729 0.00071769768674814728 0.0010578924250249288 0.0020908342368524441 0.0015248214499785466 0.0016510038395663594 0.00050022069394217066 0.0024920186820712956 0.0016821867708717857 0.00067067823349696869 0.0021152849281867816 0.0014438382826705239 0.0013595168822542034 0.0018968407627980089 0.0020767217409389713 0.0013494831711826742 0.0013591157260367153 0.0021176567375720745 0.0011771061471834798 0.0010088136520796363 0.00093256830033256117 0.0016550228425751008 0.0018517430285884999 0.00033116645901788022 -0.00029509515874046705
leaf_weight=22 178 40 20 20 89 299 49 29 21 30 171 41 46 41 43 69 23 21 59 1053 22 26 68 30 74 21 48 407 39 22
leaf_count=22 178 40 20 20 89 299 49 29 21 30 171 41 46 41 43 69 23 21 59 1053 22 26 68 30 74 21 48 407 39 22
internal_value=0 0.000942361 0.00192834 0.00161606 0.00125306 0.00199082 0.000629546 0.00165366 0.00136004 0.0010242 0.00188581 0.000484533 0.00207991 0.00128481 0.000683559 0.00190847 0.00193619 0.0018386 0.00190393 0.0020626 0.00170858 0.00173236 0.00195082 0.000878799 0.00118485 0.00133122 0.00145433 0.00188981 0.000264044 0.000105302
internal_weight=0 590 2531 422 296 2109 294 118 225 79 968 215 1141 204 113 197 797 175 154 1095 42 85 774 73 163 89 68 475 102 61
internal_count=3121 590 2531 422 296 2109 294 118 225 79 968 215 1141 204 113 197 797 175 154 1095 42 85 774 73 163 89 68 475 102 61
is_linear=0
shrinkage=0.00177594


Tree=2662
num_leaves=31
num_cat=0
split_feature=1 1 2 10 133 2 4 50 15 403 51 2 1429 1 12 2 133 48 52 131 1454 0 159 1204 151 13 149 1446 49 39
split_gain=3.81983 0.654533 0.583717 0.687986 0.609771 0.608275 0.550787 0.481525 0.597815 0.71553 0.44017 0.420912 0.815619 0.574986 0.387888 0.6491 0.37809 0.469135 0.395549 0.366997 0.366764 0.377851 0.375676 0.352715 0.360384 0.692343 0.397246 0.580768 0.363472 0.393654
threshold=0.11146500000000002 0.091195000000000012 0.13622000000000004 1.0000000180025095e-35 0.085635000000000003 1.0000000180025095e-35 -0.17966999999999997 0.089685000000000015 0.092145000000000019 -1.0000000180025095e-35 -0.083574999999999997 0.08647500000000001 0.084545000000000009 0.08864000000000001 -0.42850999999999995 0.31358000000000003 -1.0000000180025095e-35 0.016865000000000002 -0.07167999999999998 0.089120000000000019 0.090210000000000026 -0.11242999999999999 -0.093824999999999978 -0.082759999999999986 -0.085489999999999997 -0.086254999999999984 0.079625000000000015 0.11483500000000001 0.13087000000000001 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -2 -3 8 9 -8 -11 12 20 23 -4 -16 -7 -18 -19 -10 21 -1 -23 -13 25 -25 27 28 29 -26
right_child=2 6 14 -5 -6 16 7 -9 19 10 -12 13 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0044329312179938133 0.0031607002387276022 0.0033858346753258004 0.0026255980622617099 0.00013950437700181118 0.00048955350334943884 -0.00025898280170883787 -0.0012765169537127931 0.0029373971080474313 0.0041461649367413606 1.4951290257485237e-05 0.0019525280311162398 0.0044837652736521823 0.00043482099624100846 0.00050280998349122303 0.00081553742393346024 -0.0018257053629562364 0.0030374625516680844 0.0026310025590358227 -0.00011798761786146779 0.0019848192837388953 0.0014372462615827978 0.0011822332813274093 0.0033044052169629392 0.0056439154634995948 0.0027729417170034337 0.0029137989082722799 0.004796363678383167 0.00011903726801845025 0.0010519251180028523 0.00083721386312512276
leaf_weight=68 111 95 20 54 50 21 20 122 36 31 224 28 24 26 128 26 50 20 31 37 24 20 619 28 1017 94 20 21 31 25
leaf_count=68 111 95 20 54 50 21 20 122 36 31 224 28 24 26 128 26 50 20 31 37 24 20 619 28 1017 94 20 21 31 25
internal_value=0 0.00278661 0.00134575 0.00171586 0.00201665 0.00234435 0.00232746 0.00211354 0.00182471 0.00149927 0.00171698 0.00291346 0.00319926 0.0027462 0.000628922 0.000369613 0.00160161 0.00198847 0.000960048 0.00305069 0.00329002 0.00335291 0.00323798 0.00279234 0.00275403 0.00354038 0.00266791 0.002629 0.00267812 0.0027265
internal_weight=0 2610 511 337 283 233 565 470 348 275 255 2045 755 1290 174 154 122 101 51 73 731 707 639 1264 1236 122 1114 1094 1073 1042
internal_count=3121 2610 511 337 283 233 565 470 348 275 255 2045 755 1290 174 154 122 101 51 73 731 707 639 1264 1236 122 1114 1094 1073 1042
is_linear=0
shrinkage=0.01524


Tree=2663
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 4 3 47 14 12 47 4 3 49 1 0 15 39 1 1 3 16 1 31 4
split_gain=130.645 16.168 14.1131 9.08016 8.5708 6.16374 4.99049 4.69899 4.506 4.36154 3.31946 3.28945 2.12051 2.09951 2.05017 1.72078 1.66101 3.12233 1.58246 1.64619 1.48794 1.36141 1.34542 1.23234 1.1663 1.15599 1.23908 1.09118 1.03361 1.00262
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.090455000000000021 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.033845000000000007 -0.11171999999999999 0.077555000000000013 0.076175000000000007 0.13597000000000004 0.091680000000000011 -0.046564999999999988 0.092670000000000016 -0.066019999999999981 0.10124500000000002 -0.11173999999999999 -0.095244999999999982 0.096625000000000016 0.122715 0.16175000000000003 -0.13309499999999996 -0.040964999999999994 0.12958500000000003 -0.084119999999999986 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 11 7 13 28 -6 27 14 -1 16 20 25 18 -13 -18 19 -10 21 -4 29 -2 -7 -8 -27 -9 -3 -11
right_child=1 5 6 -5 8 24 10 9 15 22 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010633711867422831 0.0016871036221678829 0.00069979759540421925 0.0019261923583156718 0.00073846059470781731 0.0018369946267263596 0.00030307590578186773 0.0019956466790251024 0.0016928761466471246 0.0014693249650075703 0.0011795738214950204 0.0014827919797174972 0.0019369253010469059 0.0021979687893406061 0.0022850482021269181 0.001286500059212348 0.0014244161738977202 0.0016989357320085483 0.00092721074053971259 0.00076595345389214543 0.00082009270579791265 0.0018971654205573504 0.0013210563327557231 0.00037996941487040606 0.001244652102666994 -0.00018050068215252861 0.0018259494447811137 0.0016628835292638972 0.0010965604536082329 0.00025203167985449551 0.00074748029729136212
leaf_weight=26 83 24 22 74 28 90 81 22 30 22 169 58 32 46 29 31 96 22 75 24 1065 30 29 29 21 405 262 20 66 110
leaf_count=26 83 24 22 74 28 90 81 22 30 22 169 58 32 46 29 31 96 22 75 24 1065 30 29 29 21 405 262 20 66 110
internal_value=0 0.000789921 0.00175542 0.0012407 0.00144697 0.000582383 0.00181713 0.000722854 0.0011532 0.000878655 0.00171748 0.00168299 0.00176045 0.0018982 0.00176852 0.00103353 0.0016809 0.00155505 0.000939601 0.00118078 0.00188226 0.00157708 0.000740327 0.00157254 0.000211588 0.00178721 0.0017619 0.00140892 0.000371436 0.000819496
internal_weight=0 590 2531 186 422 404 2109 293 188 203 946 234 208 1163 777 160 176 118 129 54 1117 52 161 112 111 748 667 42 90 132
internal_count=3121 590 2531 186 422 404 2109 293 188 203 946 234 208 1163 777 160 176 118 129 54 1117 52 161 112 111 748 667 42 90 132
is_linear=0
shrinkage=0.00184769


Tree=2664
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 1 47 2 2 14 2 4 0 2 52 1 0 15 1 11 4 3 43 160 151 47 42 16 16
split_gain=110.378 18.3947 11.4281 8.20558 6.7408 5.57279 3.98218 3.48957 3.07394 2.95199 2.42227 2.11839 1.95356 1.68613 1.52817 1.3673 1.31643 2.04686 1.5034 1.28645 1.62671 1.32672 1.16192 1.17976 1.12547 1.0959 0.994205 0.914955 0.914101 0.894171
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.089410000000000003 0.089885000000000007 0.093575000000000019 0.13082500000000002 0.11474000000000002 0.13501500000000002 0.062655000000000016 0.14285500000000004 0.42051500000000003 -0.23091999999999999 0.094835000000000017 -0.56176499999999996 0.085760000000000017 -0.095504999999999993 -0.097454999999999986 0.089875000000000024 1.0000000180025095e-35 -0.16363499999999997 -0.11171999999999999 0.016310000000000002 -0.067824999999999983 -0.088784999999999989 0.090100000000000013 0.084755000000000011 0.27252000000000004 -0.050529999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 10 14 11 27 13 16 12 -4 -7 -5 -15 -1 18 -18 20 22 -21 23 -17 -14 -3 -27 -6 -24 -16
right_child=1 2 7 6 8 9 -8 -9 -10 -11 -12 -13 24 15 29 19 17 -19 -20 21 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017312558351919604 0.0016452449086469343 0.0011183537076853338 0.00089784745286579609 0.0017889396777190213 0.001305468753259082 0.0011781646435372168 0.00095835880281600874 0.001048144864361066 0.00086145550168420092 0.0011390666079092368 0.002014772003149545 0.00036470682171788944 0.00082406928930583078 0.001854161903768114 0.0015631413247498803 0.0015609870468044841 0.0016188318140954914 0.0016678279613664439 0.0011068423760951115 0.001645018945057346 0.0019477306728155465 0.0011721630755840353 0.0016171773911629759 0.0010786742880700109 0.00042103620543915648 0.00079705301604071405 0.0011393119557189439 0.0016413353660258115 0.0014645048303000808 0.0011205083116100916
leaf_weight=893 76 40 52 27 33 25 60 37 23 39 60 99 22 43 20 27 26 383 29 23 29 37 550 22 67 172 23 47 113 24
leaf_count=893 76 40 52 27 33 25 60 37 23 39 60 99 22 43 20 27 26 383 29 23 29 37 550 22 67 172 23 47 113 24
internal_value=0 0.000927672 0.000838996 0.00162796 0.00102979 0.0016494 0.00125159 0.000606189 0.00135958 0.00155519 0.0017109 0.000538054 0.000659766 0.00157386 0.00149939 0.00158558 0.0016972 0.00162778 0.00134887 0.00157117 0.0015888 0.00135342 0.00157418 0.00134444 0.000520662 0.00088524 0.000837422 0.00150279 0.00159116 0.00132171
internal_weight=0 691 615 2430 338 2299 131 277 103 908 1391 240 141 869 71 844 1331 438 55 801 741 60 712 49 89 235 195 80 663 44
internal_count=3121 691 615 2430 338 2299 131 277 103 908 1391 240 141 869 71 844 1331 438 55 801 741 60 712 49 89 235 195 80 663 44
is_linear=0
shrinkage=0.00154607


Tree=2665
num_leaves=31
num_cat=0
split_feature=1 3 4 0 40 0 4 9 48 51 3 45 447 4 0 43 12 2 16 14 4 1453 13 0 4 52 43 3 400 0
split_gain=4.3154 1.0382 0.547689 0.526731 0.620637 0.506338 0.487505 0.40376 0.444457 0.427091 0.399394 0.445503 0.456379 0.418367 0.796153 0.463624 0.415105 0.409438 0.401927 0.548882 0.393966 0.419634 0.75084 0.445856 0.39206 0.597154 0.489336 0.780142 0.653375 0.528103
threshold=0.102705 -0.053259999999999995 -0.17966999999999997 1.0000000180025095e-35 -0.067184999999999981 0.22582000000000002 0.41257000000000005 0.085355000000000014 0.14823500000000003 0.11917000000000001 0.10299500000000002 0.081955000000000014 0.089095000000000021 -0.39518999999999993 -0.036484999999999997 -0.088249999999999981 0.09320500000000001 0.10327000000000001 0.042200000000000008 0.091685000000000016 -0.084134999999999988 -0.013154999999999998 -0.086919999999999983 -0.079984999999999987 0.0067750000000000006 -0.04127999999999999 -0.00045499999999999995 -0.092644999999999991 -0.070649999999999991 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 -3 7 -5 10 -2 8 9 -4 11 12 13 16 18 -16 -1 -17 19 24 -20 -22 -23 -24 26 -26 29 -28 -29 -15
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 17 -18 -19 20 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0039484762180169129 0.0024394076901480192 0.0024752579720658517 0.0011744306544689061 0.0011396005143338936 -0.0021656269594155664 0.00056383777408985816 0.0011260241323866106 -0.00065997409944586161 -0.00073269099130539653 0.0030088577712485153 0.0015645258714450155 0.0045845711076436578 0.00089558251323055692 0.0041247053938666799 0.0028421657200484981 0.0016857828012515673 0.0018060189908076212 -0.00087386507775874056 0.0006944137047954496 0.0048282702832826083 0.00076829679467016118 0.0048237468349135136 0.001348331077439317 0.0026658099158848119 0.00038257252866304636 0.0024623769938399618 -0.00015603545491263385 0.0046996454442442531 0.0023891036405017897 0.0028739528406551604
leaf_weight=78 202 45 323 20 20 21 66 22 20 24 60 21 26 63 20 22 20 22 27 22 26 23 62 167 27 243 20 23 340 1046
leaf_count=78 202 45 323 20 20 21 66 22 20 24 60 21 26 63 20 22 20 22 27 22 26 23 62 167 27 243 20 23 340 1046
internal_value=0 0.00145596 0.0010828 0.000936736 -0.000513013 0.00261485 0.00211596 0.00108581 0.00119046 0.00130131 0.00263311 0.00266102 0.00264327 0.00266346 0.00262487 0.00116727 0.00351124 0.000405959 0.00266953 0.00274562 0.00222445 0.00237305 0.00253862 0.00230911 0.00271962 0.0022544 0.00280381 0.00239495 0.0025355 0.00294501
internal_weight=0 742 474 429 40 2379 268 389 367 347 2358 2298 2277 2251 2153 64 98 44 2089 1784 305 278 252 229 1762 270 1492 383 363 1109
internal_count=3121 742 474 429 40 2379 268 389 367 347 2358 2298 2277 2251 2153 64 98 44 2089 1784 305 278 252 229 1762 270 1492 383 363 1109
is_linear=0
shrinkage=0.0132673


Tree=2666
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 43 3 3 3 13 49 42 4 4 3 2 15 52 16 16 51 456 14 4 147 4 2 48 14 133 1447
split_gain=3.56867 0.97653 0.59993 0.622412 0.528492 0.488385 0.455487 0.388234 0.38454 0.374694 0.356447 0.389131 0.34642 0.303758 0.387219 0.385899 0.993879 0.381935 0.527631 0.320651 0.310269 0.299962 0.289868 0.276922 0.27669 0.36628 0.406994 0.285686 0.270384 0.262717
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.074359999999999996 -0.11720999999999999 0.11924500000000002 -0.11171999999999999 0.31370500000000007 -0.47860499999999995 -0.08130999999999998 0.094935000000000005 -0.0073899999999999999 0.053180000000000012 -0.13309499999999996 0.08542000000000001 0.040760000000000005 -0.046924999999999988 -0.0073349999999999986 -0.0083599999999999976 0.13995500000000002 0.087225000000000011 0.078235000000000013 0.53859500000000016 0.088145000000000015 0.41379000000000005 0.14530500000000005 0.016865000000000002 -0.46166999999999997 0.086695000000000008 -0.072479999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 24 22 28 11 -11 13 14 21 16 -16 18 19 -15 -19 -3 -9 -8 25 26 -2 -26 -6 -14
right_child=7 12 3 5 9 -7 23 8 -10 10 -12 -13 29 17 15 -17 -18 20 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00013921369332920433 0.0029208654082142553 0.0060073541514967018 0.0028225522505424877 0.0008348085242122213 0.0033195840109979517 0.001351322743235331 0.0031753343418681954 8.130493913979827e-05 -0.00118086735279765 0.00074466785318915948 0.0020517694931343139 -0.0017104343134567287 0.0037879968664472018 0.0029583002334744456 0.003344168907802834 0.0044949821436952838 -0.00054002889299822757 0.002317903942096162 0.0051533691984093095 0.0014270366140278054 0.0035762541181592732 0.0035817980914729136 0.0024153640994734973 0.0013156435177134002 0.0024487538261797788 0.00020061445640539056 0.00096536524926151696 0.00046870000233600645 0.00085361338869983298 0.0021488663979620363
leaf_weight=28 69 22 49 25 22 65 246 36 34 39 22 26 26 1176 78 33 20 444 26 34 53 28 20 21 21 28 41 109 21 259
leaf_count=28 69 22 49 25 22 65 246 36 34 39 22 26 26 1176 78 33 20 444 26 34 53 28 20 21 21 28 41 109 21 259
internal_value=0 0.00265602 0.00207897 0.00219485 0.00144677 0.00256994 0.0028412 0.00100652 0.000123164 0.000928203 0.000341491 -0.000237373 0.00280402 0.00287931 0.00348525 0.00304106 0.00255148 0.00281602 0.00296235 0.00291527 0.00245209 0.00464904 0.000914897 0.00302907 0.00130317 0.00178795 0.002192 0.000788555 0.00211527 0.0022984
internal_weight=0 2763 564 536 179 357 292 358 90 130 87 65 2199 1914 181 131 98 1733 1236 1210 497 50 56 267 268 138 110 130 43 285
internal_count=3121 2763 564 536 179 357 292 358 90 130 87 65 2199 1914 181 131 98 1733 1236 1210 497 50 56 267 268 138 110 130 43 285
is_linear=0
shrinkage=0.0155448


Tree=2667
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 10 15 48 160 9 1 16 160 484 150 47 403 403 4 3 13 51 148 15 43 131 42 1 0 402
split_gain=2.89614 0.876009 0.762718 0.65502 0.437257 0.409787 0.356449 0.431317 0.476059 0.346766 0.343822 0.383091 0.350591 0.413421 0.3219 0.361408 0.332901 0.346343 0.315196 0.40873 0.306668 0.299834 0.293191 0.436245 0.290967 0.559591 0.396487 0.649127 0.426737 0.413153
threshold=0.27044500000000005 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 0.63141500000000017 -0.15282499999999996 -0.15914499999999995 0.089350000000000013 -0.40957499999999997 0.088665000000000008 0.086920000000000011 -0.54928499999999991 -1.0000000180025095e-35 0.096415000000000015 -0.075789999999999982 0.11518500000000002 -0.44023999999999991 0.022375000000000003 -0.52556499999999995 0.10732000000000001 -0.013304999999999999 -0.23681499999999997 -0.062044999999999996 -0.085319999999999993 0.0068900000000000012 0.023795 0.097020000000000009 0.081670000000000006 -0.082394999999999982 -0.43418999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 5 -2 20 18 -9 10 -7 -12 13 -13 -4 16 -16 21 -8 24 -1 -18 -5 -24 -20 26 27 28 -26 -28
right_child=4 -3 3 22 -6 9 7 8 -10 -11 11 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.0045856647273169199 -0.00062270070776985283 -0.00011323553645957428 0.0007965224542084878 -0.00050212347811640675 -0.0011916373226780715 0.0025983244964671863 0.0039712464417058814 -0.00039512587209158186 0.0019034622000989455 0.0025392078039160595 0.0023912481093110744 0.0019938918559904871 0.0002371439042902917 -0.0003535648771048376 0.00060604809720162683 0.001291442865744142 0.0040749215426550385 0.000578642871180536 0.0024521734647311544 0.0003455306280846864 0.0025880821677733948 0.002381783562194185 0.00054960734158806428 0.0021390439403574124 0.0024364597127947371 0.0041196592469287634 0.0012044740691428896 -0.00075505783428564757 0.00094675466624274962 0.0032337758309444581
leaf_weight=25 30 33 39 22 20 23 24 20 167 30 27 58 157 20 22 86 22 20 1430 20 39 360 78 61 81 22 30 24 72 59
leaf_count=25 30 33 39 22 20 23 24 20 167 30 27 58 157 20 22 86 22 20 1430 20 39 360 78 61 81 22 30 24 72 59
internal_value=0 0.00216692 0.00219455 0.00179779 0.000832311 0.000949642 0.0023345 0.00230054 0.00165762 0.00109939 0.000947829 0.000802938 0.000620451 0.00139198 0.00202937 0.00212365 0.00229244 0.00238473 0.00236878 0.00234665 0.00336839 0.00247929 0.0010081 0.00124713 0.00236995 0.00196166 0.00178318 0.00139773 0.00173542 0.00254974
internal_weight=0 2756 2723 710 365 345 2013 1949 187 315 285 262 235 78 549 510 424 402 1762 1738 64 382 161 139 1718 288 266 177 153 89
internal_count=3121 2756 2723 710 365 345 2013 1949 187 315 285 262 235 78 549 510 424 402 1762 1738 64 382 161 139 1718 288 266 177 153 89
is_linear=0
shrinkage=0.0140794


Tree=2668
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 14 43 3 3 1 483 0 124 15 133 9 4 15 41 49 4 12 51 1455 160 16 2 128 128 4 1446
split_gain=2.36213 0.714946 0.479843 0.476704 0.42026 0.387702 0.390727 0.390684 0.31181 0.32179 0.274954 0.373325 0.312391 0.385326 0.266475 0.35869 0.276864 0.345266 0.4992 0.26404 0.250161 0.248712 0.247042 0.572731 0.240658 0.456077 0.413564 0.364177 0.442803 0.410196
threshold=0.12000500000000001 0.051320000000000005 -0.089679999999999982 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.11924500000000002 -0.11171999999999999 0.16773500000000005 0.098395000000000024 -0.13027499999999997 -0.086289999999999992 -1.0000000180025095e-35 0.084760000000000016 0.081890000000000004 0.40124500000000002 0.13592500000000005 0.085095000000000018 -0.14917999999999998 -0.034939999999999992 0.11472500000000001 0.091630000000000003 -0.23681499999999997 -0.55323499999999981 -0.083539999999999989 0.084855000000000014 0.11170500000000001 0.079650000000000012 0.0033150000000000007 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 7 -7 9 19 11 -5 13 -12 15 16 17 18 -3 -2 -21 -8 -20 -24 25 -25 27 28 29 -26
right_child=8 14 3 4 -6 6 21 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 22 20 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00067846517669760398 0.0017835983244309734 0.0045854194160145625 -0.00053156614025181269 0.0014719537591107552 0.0035797515428206807 0.00031123039179358831 0.0015032288755518878 0.002341276845730959 -0.00094553198060924159 0.002690557963741313 0.0033360430715529783 -0.0010143729800658056 0.00043358480065718334 0.00099875497473966152 0.0035839224200596579 0.00059590392706602156 0.0010165321812852573 0.00056602199423244073 0.0033475617791673194 0.00035457840247734163 0.0017709569713958535 -0.00047989904247751038 0.00010524447621011775 0.002952486137964937 0.0021445586263716776 0.0021237405424691731 0.00045802945099435275 0.0030636440389762028 0.0012831470175496584 0.0043038382764347171
leaf_weight=20 45 20 21 26 27 23 48 265 23 20 31 28 38 32 30 32 44 28 42 214 32 20 29 253 1091 358 33 91 137 20
leaf_count=20 45 20 21 26 27 23 48 265 23 20 31 28 38 32 30 32 44 28 42 214 32 20 29 253 1091 358 33 91 137 20
internal_value=0 0.00206282 0.0015955 0.00167686 0.00176307 0.00166708 0.00193863 0.00217916 0.000733162 0.00085731 0.00104337 0.000182747 0.0015035 0.00214885 0.00218537 0.0021661 0.00218952 0.00221407 0.00223632 0.000731314 0.000538823 0.000919956 0.00221344 0.00218977 0.00222026 0.0024669 0.00211041 0.00215114 0.0020846 0.00218343
internal_weight=0 2787 579 559 538 511 356 288 334 311 155 54 101 63 2208 2178 2146 2102 2074 291 246 68 2054 2012 1983 611 1372 1339 1248 1111
internal_count=3121 2787 579 559 538 511 356 288 334 311 155 54 101 63 2208 2178 2146 2102 2074 291 246 68 2054 2012 1983 611 1372 1339 1248 1111
is_linear=0
shrinkage=0.0149411


Tree=2669
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 4 2 14 49 1 11 1 4 2 40 1 1 2 15 47 51 4 16 50 15
split_gain=153.862 25.0477 11.9977 11.5512 8.62474 8.09844 6.64563 6.27896 5.30442 4.71875 5.26449 4.50705 3.48259 2.61952 1.93958 1.80458 2.11683 2.39059 1.61653 1.53358 1.49037 1.38816 1.31389 1.18324 1.10089 1.0814 1.0411 1.10451 0.927165 1.06583
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 -0.17966999999999997 0.13754500000000003 0.062655000000000016 -0.054984999999999992 0.13436000000000001 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.094835000000000017 -0.077714999999999992 0.16175000000000003 0.086920000000000011 0.13501500000000002 -0.084564999999999987 0.097480000000000011 0.11144500000000002 0.024790000000000003 -0.45661999999999997 0.041865000000000006 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 6 7 19 12 18 -8 -11 15 21 -2 -12 16 26 -18 -1 -3 28 25 -5 -20 -15 -4 -9 -28 29 -6
right_child=1 4 5 22 20 -7 9 11 -10 10 14 -13 -14 24 -16 -17 17 -19 23 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020496158634497851 0.00114493883714855 0.0006505493551287484 0.0020139889284627277 0.00099903547635690933 0.0003840142034175195 0.00077465543198783132 0.0016289926188269971 0.0018611401835136527 0.0010058699756275158 0.0017010797683126083 0.00084779219368361157 0.001186208667470864 0.0024030280941775843 0.0019315510657685608 0.00028794976722074545 0.0020786582148031355 0.0018594418699540711 0.0011418944482924748 0.0018288159671709979 0.00020372821919712573 -0.0001812265208418452 0.0018772503759427815 0.00050203361400377061 0.0012791729079245965 0.0015985244153640956 0.0016655519494372998 0.0019277123103685807 0.0016237061788128926 0.00063484589606375432 -0.00010871524723792191
leaf_weight=26 24 47 898 62 45 20 30 523 67 22 173 37 60 71 22 77 27 32 21 50 21 394 23 30 56 29 52 137 25 20
leaf_count=26 24 47 898 62 45 20 30 523 67 22 173 37 60 71 22 77 27 32 21 50 21 394 23 30 56 29 52 137 25 20
internal_value=0 0.000918746 0.00186848 0.00138823 0.000675232 0.0018998 0.000814124 0.00190973 0.00137128 0.000968812 0.000877542 0.00179295 0.00198456 0.00168302 0.00078463 0.00181942 0.00179353 0.00147026 0.00168923 0.000420229 0.00024479 0.00196556 0.000864553 0.0015055 0.0017847 0.00200309 0.00182032 0.00170735 0.000344194 0.000232405
internal_weight=0 691 2430 236 455 2286 344 2266 144 247 217 885 1381 151 195 848 771 59 77 97 111 1321 85 51 127 927 712 189 90 65
internal_count=3121 691 2430 236 455 2286 344 2266 144 247 217 885 1381 151 195 848 771 59 77 97 111 1321 85 51 127 927 712 189 90 65
is_linear=0
shrinkage=0.00177594


Tree=2670
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 1 1 2 133 132 2 4 1 34 13 0 3 14 43 3 16 10 13 4 16 1
split_gain=125.879 21.5137 13.3425 10.4322 8.76141 6.4949 3.87175 3.86271 3.63753 3.4219 2.23254 2.70424 2.10793 2.20351 2.10124 1.89433 2.00786 1.74749 1.75128 1.48119 1.44669 1.40513 1.27206 1.25149 1.24979 1.18378 1.16202 1.04267 1.02341 1.59271
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.14285500000000004 0.076975000000000002 0.09253500000000002 0.086920000000000011 0.089775000000000008 0.089200000000000015 0.089365000000000014 0.17025000000000004 -0.013125 0.093100000000000002 -0.028109999999999996 -0.28558999999999996 0.14486500000000005 0.10299500000000002 -1.0000000180025095e-35 0.0034250000000000005 -0.10831999999999999 -0.45661999999999997 -0.38124499999999995 -0.0075049999999999987 -0.036839999999999991 -1.0000000180025095e-35 0.11392000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 12 8 -6 15 10 -5 -1 23 13 21 17 19 24 -4 -19 22 -20 26 -7 -12 -17 -16 -3 -2 29 -23
right_child=1 2 14 9 6 7 -8 -9 -10 -11 11 -13 -14 -15 25 16 -18 18 20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021126132743607712 0.0021725521282677331 0.0011829085161507347 0.00036479818668696537 0.00189182773291431 0.0018181835344277311 0.0021302807644013135 0.0011637058644423457 0.0013504978752622112 0.0024890819886109398 0.0012025095276135907 0.0015728253821861197 0.0013418859234980791 0.00072114326163461918 0.00057244558365097508 0.00057676113200155938 0.0021483469223719689 0.0013781283863797324 0.00060159832619051769 0.00083997714179929225 0.0016547554598762377 0.0013883648409966814 0.0013114683691582199 0.001852973167567755 0.0020194211248888579 0.0018067667786952999 2.6144903711887986e-05 0.0017368931140381177 0.0017164972955652307 0.00085731961064833837 0.00095997113779387364
leaf_weight=1248 55 24 25 34 87 191 40 39 67 61 20 20 45 20 29 39 29 41 35 31 25 98 68 389 194 20 22 21 39 65
leaf_count=1248 55 24 25 34 87 191 40 39 67 61 20 20 45 20 29 39 29 41 35 31 25 98 68 389 194 20 22 21 39 65
internal_value=0 0.0011726 0.00106461 0.00201479 0.00122634 0.00203781 0.00161205 0.00188006 0.00209126 0.00144921 0.00207537 0.00196701 0.00106984 0.00112839 0.000657959 0.00191748 0.00181017 0.000776935 0.000878949 0.00201442 0.00106847 0.00117322 0.00205747 0.00199758 0.00186394 0.00035202 0.00144786 0.00204654 0.00111068 0.0011713
internal_weight=0 691 615 2430 440 2335 127 591 1744 95 1677 429 313 268 175 552 262 126 101 290 60 248 259 409 233 49 46 76 202 163
internal_count=3121 691 615 2430 440 2335 127 591 1744 95 1677 429 313 268 175 552 262 126 101 290 60 248 259 409 233 49 46 76 202 163
is_linear=0
shrinkage=0.00174112


Tree=2671
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 1 0 150 15 1 12 13 1 40 4 1 1 4 4 0 4 133 43
split_gain=129.839 20.3843 11.2474 10.6136 7.71152 6.37193 5.37099 4.7984 4.57678 3.78425 3.46016 2.35275 2.16061 2.97222 1.78514 1.75742 1.73361 1.65287 1.47016 1.33997 1.29929 1.18916 1.17224 1.1354 1.04015 0.986526 1.07054 0.949152 0.943883 0.909896
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.062539999999999984 0.086920000000000011 -0.097024999999999986 1.0000000180025095e-35 -0.095869999999999983 0.122715 0.087695000000000009 0.049530000000000012 0.16175000000000003 -0.078554999999999986 -0.50940999999999981 0.13265500000000002 0.13075500000000004 -0.013514999999999998 0.053180000000000012 0.14486500000000005 0.061775000000000004 -1.0000000180025095e-35 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 20 27 12 -4 14 -9 17 15 25 -14 24 21 -15 -6 -3 -1 -13 28 -2 26 -7 -8 -5 -11
right_child=1 4 9 23 19 10 7 11 -10 29 -12 22 13 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027583429015644273 0.0022896564095941344 0.0011058248147963177 0.0020925605915978907 0.0010948830460158388 0.00079441546374216406 0.0022132137142097151 0.002122331393462509 0.0017918417424400638 0.0027056939097519568 0.0015082961569052955 0.0015556509718837412 0.0012343416955428114 0.0021280051693038484 0.0022548241426397632 0.0016772410862108571 0.0015495857095156294 0.0016633490766138372 0.0022266666774681614 0.0019094152428929404 0.00029621129309081751 0.00069180060909401872 0.0023392743468600161 0.00080150575423005601 0.00093058231915349129 0.001946081044851049 0.0019877602316484442 0.0018139049087106339 0.0016461756795469755 0.0015571156308863087 0.0010555436602022223
leaf_weight=22 68 45 34 22 90 267 23 22 76 42 41 139 30 333 30 37 29 602 44 21 51 730 23 24 47 116 23 31 38 21
leaf_count=22 68 45 34 22 90 267 23 22 76 42 41 139 30 333 30 37 29 602 44 21 51 730 23 24 47 116 23 31 38 21
internal_value=0 0.00132693 0.00220771 0.00175873 0.0011057 0.00223216 0.00124047 0.0013835 0.00227881 0.00161507 0.0020489 0.00124689 0.00226076 0.00215326 0.00209529 0.00180858 0.00205139 0.00229602 0.00221451 0.000700161 0.000885874 0.00235153 0.00117289 0.00125705 0.00214924 0.00212618 0.00218154 0.00184898 0.00138763 0.00135738
internal_weight=0 673 2448 228 445 2351 334 238 1874 97 477 184 1798 444 436 67 144 1354 377 111 96 752 162 84 115 406 290 54 60 63
internal_count=3121 673 2448 228 445 2351 334 238 1874 97 477 184 1798 444 436 67 144 1354 377 111 96 752 162 84 115 406 290 54 60 63
is_linear=0
shrinkage=0.00177594


Tree=2672
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 1 2 4 16 0 15 47 50 4 1 3 16 49 4 4 160 0 156 3 15
split_gain=125.994 19.3301 11.8082 11.0124 7.88366 5.59353 3.89857 3.44969 3.44526 3.55867 3.25825 3.16971 2.3528 2.27859 1.41183 3.54819 1.37113 1.23481 1.20087 1.27275 1.29816 1.20988 1.20463 1.19222 1.14546 1.12211 1.05366 1.29133 1.49056 0.978376
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.096015000000000017 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.42051500000000003 0.077845000000000011 0.13501500000000002 0.24564500000000003 -0.52595999999999987 -0.11173999999999999 -0.10653 0.090100000000000013 0.086295000000000011 -0.013125 0.076935000000000017 -0.097174999999999984 -0.45661999999999997 -0.008624999999999999 0.024790000000000003 0.0061450000000000003 -0.067824999999999983 -0.07929499999999999 -1.0000000180025095e-35 -0.12711499999999995 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 12 -6 9 -4 -5 13 14 -7 15 -1 -3 29 19 20 -15 -20 -23 -17 26 -11 -16 -28 -29 -10
right_child=1 2 8 10 7 11 -8 -9 17 25 -12 -13 -14 18 24 23 -18 -19 21 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0020758379213284238 0.0016557112291966339 0.00068372124900641248 0.00086770009065800595 0.0015731251802259287 0.0015391853128096558 0.00099915405327268177 0.0021192619119034159 0.00082503728637666764 0.0003325061805785611 0.00069587986509407997 0.0008689131960669742 0.0010941890957705037 0.0011497370141665545 0.001266677252342659 0.0017619502081435861 0.0011734011928016175 0.0010630647396643561 0.00056509547098760791 0.001801766109907395 0.0018320198094012373 0.0016469976937891482 0.0010474430637031746 0.0014879792600463594 0.0016569154505735048 0.001544652038562504 0.00024267787708609129 0.0020836878736750549 0.0012825772712561183 0.0016667898954450461 -3.9874794832756285e-05
leaf_weight=25 71 192 76 28 70 21 71 29 35 22 69 48 23 33 1113 52 34 22 33 90 155 21 181 22 102 67 20 34 307 55
leaf_count=25 71 192 76 28 70 21 71 29 35 22 69 48 23 33 1113 52 34 22 33 90 155 21 181 22 102 67 20 34 307 55
internal_value=0 0.000796484 0.000695147 0.00164711 0.00092027 0.00167083 0.00171954 0.00132999 0.000431013 0.000590994 0.00107219 0.00152276 0.00170283 0.00156129 0.00171042 0.00150874 0.000740791 0.000195328 0.0015843 0.00166175 0.00158024 0.00149268 0.00144218 0.00131715 0.00172309 0.000354705 0.00173544 0.0016537 0.00162848 0.00010494
internal_weight=0 673 602 2448 325 2351 1769 99 277 165 97 582 1698 534 1675 99 226 112 513 278 188 235 202 74 1576 89 1474 361 341 90
internal_count=3121 673 602 2448 325 2351 1769 99 277 165 97 582 1698 534 1675 99 226 112 513 278 188 235 202 74 1576 89 1474 361 341 90
is_linear=0
shrinkage=0.00174112


Tree=2673
num_leaves=31
num_cat=0
split_feature=1 1 1348 12 4 2 124 16 4 0 16 0 0 4 13 4 42 11 12 1 2 3 401 403 472 156 12 133 481 15
split_gain=4.12097 0.953651 0.79556 0.837063 0.477962 0.419433 0.355916 0.360724 0.334911 0.461587 0.649874 0.441975 0.502887 0.317055 0.313414 0.374378 0.308674 0.3082 0.440985 0.317542 0.835694 0.349484 0.300702 0.34479 0.291891 0.291653 0.303091 0.35819 0.360656 0.688243
threshold=0.10337500000000001 0.13210500000000003 0.090600000000000014 1.0000000180025095e-35 0.40124500000000002 0.092365000000000017 -0.076779999999999987 -0.45661999999999997 -0.111605 -0.10474999999999998 -0.27167499999999994 -0.082084999999999977 0.024095000000000002 -0.013514999999999998 0.10591500000000001 -0.011884999999999998 -0.062154999999999995 1.0000000180025095e-35 0.085785000000000014 0.080270000000000022 0.089885000000000007 -0.10519499999999998 0.113945 0.13075000000000003 -0.078554999999999986 0.090500000000000011 0.09320500000000001 0.11269500000000002 -0.085474999999999982 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 17 -7 -8 -3 10 -10 -11 -13 -5 24 16 -16 19 -19 25 21 -21 23 -23 -9 26 27 28 29 -1
right_child=1 8 -4 13 -6 6 7 14 9 11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027921938676483877 0.0013666757656214269 0.0021359821424092214 -0.00080844269906559494 0.0030620392753853295 0.00062237767681316966 0.0012821163535547992 0.0034098365340464931 0.0036430799739599613 0.0003332750905771937 -0.0012493893410856886 0.0031647342248805697 0.00098125199520283468 -0.0010401656748378525 0.0020187270731661247 0.0033581780119104334 7.0360254200397247e-05 0.0012720457571954121 0.0045173329581933656 0.0024669343047356729 0.00087145385218405033 -0.00023485078017213928 0.0025549576845518497 0.0041092650455908349 0.00080967018949766568 0.0023267344018238546 0.0017059952660515034 0.0036570854403243647 0.001913850802081854 0.0027469941653798739 0.0055093689080617297
leaf_weight=46 269 25 20 88 22 54 53 30 32 30 24 91 27 112 20 22 30 36 35 22 20 451 20 20 570 42 67 79 740 24
leaf_count=46 269 25 20 88 22 54 53 30 32 30 24 91 27 112 20 22 30 36 35 22 20 451 20 20 570 42 67 79 740 24
internal_value=0 0.00140776 0.00173216 0.0018405 0.00253078 0.00254842 0.00230085 0.00237672 0.000715047 0.000540913 0.00154676 0.000160323 0.000518724 0.00247778 0.00229524 0.00148435 0.0021065 0.0026688 0.00350657 0.00262995 0.00237362 0.00247532 0.00254718 0.00248085 0.00239255 0.00276685 0.00281345 0.00274987 0.00283141 0.0037238
internal_weight=0 718 489 469 2403 2381 779 725 229 204 56 148 118 200 672 72 50 1602 71 1531 533 513 491 471 600 998 956 889 810 70
internal_count=3121 718 489 469 2403 2381 779 725 229 204 56 148 118 200 672 72 50 1602 71 1531 533 513 491 471 600 998 956 889 810 70
is_linear=0
shrinkage=0.0130072


Tree=2674
num_leaves=31
num_cat=0
split_feature=1 2 0 9 51 1 44 14 11 0 51 4 2 4 0 12 12 1212 0 4 12 2 13 148 1374 151 1454 4 14 48
split_gain=3.35395 0.817599 0.629239 0.513674 0.429002 0.546478 0.377759 0.385453 0.512992 0.377188 0.656441 0.705949 0.586954 0.361498 0.526079 0.421907 0.362374 0.480531 0.388107 0.532506 0.363892 0.341732 0.331779 0.327402 0.326932 0.368697 0.319766 0.328419 0.316376 0.315865
threshold=0.11690500000000002 0.10252500000000002 -0.13027499999999997 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 1.0000000180025095e-35 0.062655000000000016 0.08740500000000001 -0.11173999999999999 -0.031924999999999995 -0.0016099999999999997 0.087675000000000017 0.033845000000000007 -0.099059999999999995 -0.088589999999999988 0.083785000000000012 0.037395000000000005 0.11070500000000001 -0.14098499999999997 0.083875000000000019 0.15361500000000003 -0.088854999999999976 -0.066239999999999979 0.086765000000000023 -0.15340499999999999 1.0000000180025095e-35 -0.0083799999999999986 -1.0000000180025095e-35 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 28 -1 -2 23 7 8 9 10 -5 -12 -13 14 -11 -16 17 26 19 -18 -21 22 -4 -6 25 -22 27 -17 -3 -30
right_child=4 2 21 6 5 -7 -8 -9 -10 13 11 12 -14 -15 15 16 18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00093683815845117444 0.0026496528525560147 0.0027562732601575431 0.0012223658440635174 -0.00048049587974331471 -0.00050962705740326326 -0.0013151297331008257 0.0043389139626709271 0.0033775737857447839 0.00023939676801565567 0.0043217178537287831 0.00033967186896025916 0.0045324199614468399 0.0020615863237056779 0.0018264853534957291 0.00075529322749732185 0.0023491555251842393 0.00050416984571815746 0.0051613924046200613 0.0043089622879087883 0.00069432230387981729 0.0011009467473148263 0.0004381056537055079 0.0023912905381172898 0.0011019782247725326 0.0042770778851494743 0.0025361582198531471 0.0045276513039390221 0.0040655840039628662 0.0022651931653096418 0.00057350682965794098
leaf_weight=41 27 20 53 21 26 21 21 87 20 32 30 26 62 135 25 116 26 20 22 21 35 21 364 315 20 1332 20 26 26 110
leaf_count=41 27 20 53 21 26 21 21 87 20 32 30 26 62 135 25 116 26 20 22 21 35 21 364 315 20 1332 20 26 26 110
internal_value=0 0.00234111 0.00188808 0.00246697 0.000971197 0.000846009 0.00249689 0.00247826 0.00243892 0.00246126 0.00176806 0.00216823 0.00279161 0.00251392 0.00256867 0.00253493 0.0025621 0.00314279 0.00248951 0.00246159 0.00249774 0.0021562 0.00224272 0.000979099 0.00252505 0.00249941 0.00289358 0.00266343 0.0011353 0.000896917
internal_weight=0 2732 594 2138 389 362 2097 2076 1989 1969 139 118 88 1830 1695 1663 1638 182 1456 1434 1408 438 417 341 1387 1367 162 142 156 136
internal_count=3121 2732 594 2138 389 362 2097 2076 1989 1969 139 118 88 1830 1695 1663 1638 182 1456 1434 1408 438 417 341 1387 1367 162 142 156 136
is_linear=0
shrinkage=0.0138033


Tree=2675
num_leaves=31
num_cat=0
split_feature=4 3 9 160 44 48 2 4 0 3 15 12 51 1447 42 15 15 149 3 96 52 0 1 49 1209 50 50 2 160 480
split_gain=2.74775 0.947462 0.767597 0.463588 0.44637 0.552196 0.424116 0.367081 0.452425 0.467499 0.822483 0.388792 0.416178 0.370807 0.431962 0.617181 1.0878 0.366677 0.344211 0.323814 0.313532 0.446823 0.289184 0.330381 0.287433 0.300674 0.313268 0.274061 0.272839 0.349359
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.081805000000000017 0.14871000000000004 0.25063000000000007 -0.082249999999999976 -0.036484999999999997 0.095270000000000007 -0.036009999999999993 0.11650500000000001 -0.20636999999999997 -0.085804999999999979 0.085730000000000015 0.087685000000000013 0.08517000000000001 0.07770500000000001 -0.086049999999999988 0.086110000000000006 -0.075329999999999994 0.034820000000000011 0.11910500000000002 -0.043469999999999995 -0.038154999999999994 0.088535000000000016 0.10672000000000002 0.11474000000000002 -0.54913999999999985 -0.095389999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 17 11 9 28 -11 12 -4 -14 24 16 -16 19 -17 20 -2 22 23 -22 -15 -26 -27 -25 -9 -30
right_child=6 -3 4 -5 -6 -7 -8 8 -10 10 -12 -13 13 14 15 18 -18 -19 -20 -21 21 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.00070941535680450188 -0.00071075933321255059 0.00058429718301027729 0.0046432785008371441 0.0021326446792047406 0.0038098766734521584 -0.00013497102213509837 -0.00098388319987197407 0.0034037768979545478 0.00078041290862933613 0.002390510942441327 -0.0013413283368499593 0.00057086775737076015 0.0010073136525743586 0.00074847242457101986 0.003118002893022491 0.0033118755162663497 0.0070923868161715756 0.0025971636962937887 0.00082497923897270132 -0.00082701757741562507 1.8591823017194894e-05 0.0029814304703693248 0.00041515995500138571 0.002583419080981403 0.0023771379136525682 0.0043242646710331713 0.0020712019380820044 0.0010836583323918572 0.00031707712720654605 0.0022260710705992197
leaf_weight=29 21 74 20 20 38 20 24 40 48 29 21 20 31 20 49 24 20 27 22 22 28 24 118 47 429 35 20 54 20 1727
leaf_count=29 21 74 20 20 38 20 24 40 48 29 21 20 31 20 49 24 20 27 22 22 28 24 118 47 429 35 20 54 20 1727
internal_value=0 0.00218731 0.00223154 0.000450609 0.00226469 0.00224206 0.000861348 0.00226052 0.00215678 0.00219275 0.000823138 0.00254393 0.00260282 0.00254004 0.0026168 0.003411 0.00427 0.000991217 0.00212249 0.000853126 0.000979713 0.00111071 0.000928938 0.00139891 0.00243559 0.0025053 0.00350497 0.00178157 0.00223107 0.00220422
internal_weight=0 2756 2682 49 2633 2595 365 2575 1885 1837 50 690 670 650 619 115 69 341 46 314 292 271 247 129 504 484 55 101 1787 1747
internal_count=3121 2756 2682 49 2633 2595 365 2575 1885 1837 50 690 670 650 619 115 69 341 46 314 292 271 247 129 504 484 55 101 1787 1747
is_linear=0
shrinkage=0.0143609


Tree=2676
num_leaves=31
num_cat=0
split_feature=4 2 123 1 457 48 1 3 43 48 43 0 48 43 2 13 157 149 15 48 402 4 16 1212 96 52 14 42 13 133
split_gain=2.22568 0.779191 0.666141 0.451656 0.495489 0.408815 0.404965 0.373107 0.356397 0.555297 0.48009 0.548752 0.349011 0.345727 0.343534 0.335398 0.312289 0.297009 0.278178 0.358158 0.401874 0.299637 0.277269 0.26883 0.26229 0.260247 0.404204 0.294834 0.430663 0.269866
threshold=0.27044500000000005 0.17025000000000004 0.11021500000000002 0.091195000000000012 0.079590000000000008 -0.072824999999999987 0.10060500000000001 0.13524500000000003 -0.03898999999999999 0.091035000000000019 -0.066504999999999995 -0.10224499999999999 0.085485000000000019 -0.011694999999999999 0.25063000000000007 0.23855500000000004 -0.052249999999999991 0.07770500000000001 -0.15914499999999995 0.089350000000000013 0.085065000000000016 -0.52556499999999995 -0.073849999999999985 0.13592000000000001 0.086110000000000006 -0.068719999999999989 -1.0000000180025095e-35 0.09112000000000002 0.061215000000000012 0.032270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 -5 -6 8 10 13 11 -7 -8 -10 17 -13 -15 24 -1 21 -21 -20 -9 -23 25 -2 -27 28 -28 -29
right_child=14 -3 -4 4 6 7 12 22 9 -11 -12 15 -14 16 -16 -17 -18 -19 19 20 -22 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0029976793513429175 -0.00035516537468604619 -0.0002204818501134487 -0.00024445062559466993 0.0036525360928516592 0.0019848024954528887 0.00027580610363041579 -0.0013558675862521499 0.001671344138848328 0.003708773281378135 0.0037524714313844905 -0.00028789907051794867 0.0018073277154129746 0.00087677089711041408 0.0032015249110580596 -0.00086813214148192663 0.0036548014538781729 0.0015440433280097163 0.0022916150859488222 0.0036789505582996694 0.0017248811022828152 -0.00019299795995701515 0.0020702020064142447 -0.00034778972704821415 0.0033345754198336303 -0.00072972145388294231 0.0021336254994731929 0.0013620790855564835 -0.0010506315970143698 -0.00068824045967870451 0.00095239898915083884
leaf_weight=64 31 33 27 23 31 44 23 26 20 40 27 170 35 26 24 22 169 27 24 162 25 1703 28 34 22 51 132 30 24 24
leaf_count=64 31 33 27 23 31 44 23 26 20 40 27 170 35 26 24 22 169 27 24 162 25 1703 28 34 22 51 132 30 24 24
internal_value=0 0.00192998 0.00195604 0.00197808 0.00166554 0.00181209 0.00068574 0.00173809 0.00185419 0.00222924 0.00149055 0.00169401 -8.58574e-06 0.00194585 0.000760013 0.00201902 0.00176504 0.000874604 0.00208433 0.00205433 0.00146848 0.00211654 0.000624386 0.00209495 0.000752759 0.000864452 0.00100931 0.000736263 0.00104665 -0.000160396
internal_weight=0 2756 2723 2696 684 595 89 572 518 255 263 236 58 215 365 192 195 341 2012 1948 187 1761 54 1737 314 292 261 210 156 54
internal_count=3121 2756 2723 2696 684 595 89 572 518 255 263 236 58 215 365 192 195 341 2012 1948 187 1761 54 1737 314 292 261 210 156 54
is_linear=0
shrinkage=0.0140794


Tree=2677
num_leaves=31
num_cat=0
split_feature=4 2 3 106 44 42 457 1 14 16 149 48 43 16 52 133 133 1428 11 472 156 393 1 1213 1456 12 3 131 159 4
split_gain=1.8028 0.631145 0.541025 0.381462 0.315404 0.33423 0.30244 0.295532 0.329202 0.56208 0.667699 0.292992 0.285715 0.355658 0.384954 0.267824 0.372937 0.252687 0.305784 0.303059 0.318805 0.235391 0.257328 0.757867 0.467917 0.334573 0.401779 0.362159 0.328829 0.284836
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.081805000000000017 0.11934000000000002 0.31508000000000008 0.15471500000000002 -0.47071999999999997 -0.42170999999999997 0.07770500000000001 -0.074214999999999989 -0.074974999999999986 -0.27167499999999994 -0.065544999999999978 0.15630500000000003 0.41484500000000007 0.08653000000000001 0.096435000000000007 -0.080079999999999998 0.090170000000000014 0.11213000000000002 0.086920000000000011 0.0036000000000000003 -0.071109999999999993 0.089085000000000011 -0.0037349999999999996 0.090495000000000006 0.12231500000000002 -0.080094999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 17 8 -2 10 11 -10 -11 -14 -15 -7 -17 18 21 -19 -21 22 -1 24 -24 26 27 29 -27 -26
right_child=7 -3 -4 -5 -6 15 -8 -9 9 12 -12 -13 13 14 -16 16 -18 19 -20 20 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.0017296033657976649 0.0019668083412394287 -0.00017972750977853996 0.00043587758331304174 0.00021606329640520741 0.0028080177627139678 0.00029320037225742955 0.00025710694675445874 -0.00049466309274967025 -0.00031197684699346939 -0.0015523159063751896 0.0029637215045220139 0.00095504670817742315 -0.0010433605213004107 -0.00031944527282767692 0.0021525845391843742 0.0027508974919426784 0.00063353622511583057 0.0012703691059592992 0.00029544165868263184 0.0041422640862241508 0.0019950480965771097 0.0026693941093071422 0.0027431453756253245 -0.00042157555329026477 -0.00068047439261179803 0.0018576290994743411 0.0017779076984443336 0.0022204085679303036 0.00020145102630653481 0.00079487992470372707
leaf_weight=1654 32 33 64 31 37 54 25 35 37 21 24 150 25 21 20 24 31 24 27 22 23 37 48 34 25 272 102 25 21 143
leaf_count=1654 32 33 64 31 37 54 25 35 37 21 24 150 25 21 20 24 31 24 27 22 23 37 48 34 25 272 102 25 21 143
internal_value=0 0.00157324 0.00159448 0.00162237 0.00163896 0.00162227 0.00165262 0.00061953 0.000737702 0.000605718 0.000961342 0.000704352 -0.000256774 0.000155444 0.000886423 0.000931137 0.00155748 0.00166682 0.00164483 0.00242761 0.0030448 0.00166027 0.0016442 0.00143337 0.00153253 0.0014337 0.00113055 0.000788426 0.00173893 0.000575333
internal_weight=0 2756 2723 2659 2628 2591 2482 365 330 298 211 187 87 66 41 109 55 2457 2388 69 45 2361 2324 670 636 588 295 193 293 168
internal_count=3121 2756 2723 2659 2628 2591 2482 365 330 298 211 187 87 66 41 109 55 2457 2388 69 45 2361 2324 670 636 588 295 193 293 168
is_linear=0
shrinkage=0.0127521


Tree=2678
num_leaves=31
num_cat=0
split_feature=1 2 48 123 1424 4 30 33 34 2 97 131 2 52 14 1 13 2 151 39 0 447 12 483 11 157 15 0 42 16
split_gain=1.50679 0.516832 0.44423 0.324509 0.294312 0.265484 0.264708 0.44732 0.258365 0.459702 0.406216 0.399615 0.527928 0.352123 0.367329 0.352357 0.303461 0.295966 0.234534 0.362305 0.43731 0.327292 0.320656 0.290457 0.343402 0.6091 0.529488 0.320235 0.294335 0.271581
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085740000000000011 1.0000000180025095e-35 -0.50427999999999995 0.086065000000000016 0.083840000000000012 -0.038779999999999995 0.116525 -0.079444999999999988 0.090030000000000013 0.31358000000000003 -0.065544999999999978 -0.10708499999999999 0.13021500000000003 -0.059629999999999996 -0.15339499999999998 -0.089594999999999994 0.08456000000000001 -0.077639999999999987 0.084510000000000016 0.082850000000000021 -0.095084999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.040760000000000005 -0.082619999999999985 0.085465000000000013 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 7 18 10 17 -2 12 13 -11 -15 -16 -17 -10 22 21 -21 23 -1 27 29 -26 -27 -20 -28 -25
right_child=8 2 -4 -5 -6 -7 -8 -9 9 11 -12 -13 -14 14 15 16 -18 -19 19 20 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.0034375175747446314 0.00088652769915647633 0.0025319816484607126 -0.0008106556981272591 0.00023644536305565997 0.0031301201415544831 0.0012279167242884592 0.00029285566220012206 0.0033700421407896479 0.00015217082048974269 -0.00092238639970826678 -0.0016932019857624206 0.0017105068676490395 -0.0019193831892700161 0.0023050182977514193 -0.0010245393139063953 1.9183572295471002e-05 0.0017880134419427267 0.001856409919970297 0.0032600309445887411 0.0015048415027600023 -0.00053607853644524104 0.00034458132678944403 0.0017756984012422879 0.0015638949487872405 0.0039930973092487882 0.00037472485806108128 0.0016270834724554826 0.0015370107254548682 0.0038063447181340216 0.0010908243684956398
leaf_weight=25 21 29 20 56 21 524 29 24 24 31 22 30 21 20 25 38 31 71 37 42 33 39 112 1402 27 32 24 39 20 252
leaf_count=25 21 29 20 56 21 524 29 24 24 31 22 30 21 20 25 38 31 71 37 42 33 39 112 1402 27 32 24 39 20 252
internal_value=0 0.0014696 0.00113495 0.00119885 0.00156714 0.0012963 0.00155178 0.0015691 0.000526594 0.000668439 -0.000433334 0.000301319 4.66461e-05 0.000331381 0.000672318 0.000324935 0.000813875 0.00142587 0.00154836 0.00151103 0.000606837 0.00154725 0.00207895 0.00157284 0.0015381 0.00228138 0.00167326 0.00237585 0.00261766 0.00149182
internal_weight=0 2787 629 609 2158 553 2137 2108 334 291 43 196 166 145 114 94 69 95 2084 1947 75 1872 137 1833 1757 103 76 76 44 1654
internal_count=3121 2787 629 609 2158 553 2137 2108 334 291 43 196 166 145 114 94 69 95 2084 1947 75 1872 137 1833 1757 103 76 76 44 1654
is_linear=0
shrinkage=0.0132673


Tree=2679
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 159 11 3 4 1 0 12 1 47 0 2 376 2 15 13 0 49 4 3 13 148 13
split_gain=98.4349 12.3884 10.8097 8.1493 6.15524 4.39389 4.35236 3.74821 3.02764 2.38789 2.35837 2.13738 1.69856 1.55574 2.17624 1.54542 1.52484 1.41533 1.4123 1.31714 1.76085 1.35988 1.52819 1.30978 1.21179 1.1833 2.34056 0.922275 0.900422 0.834835
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.091475000000000015 0.13075500000000004 -0.16363499999999997 0.082585000000000006 1.0000000180025095e-35 -0.11171999999999999 0.00063500000000000004 0.086105000000000015 -0.093584999999999988 0.12757000000000002 0.16175000000000003 0.077555000000000013 -0.067094999999999988 0.10252500000000002 0.084145000000000011 0.11177500000000001 -0.037864999999999989 -0.083499999999999977 -0.13027499999999997 -0.012034999999999999 -0.064054999999999987 0.092670000000000016 -1.0000000180025095e-35 -0.043434999999999994 -0.011914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 9 28 -6 19 23 -1 13 -11 -7 -15 -8 25 18 27 20 29 22 -22 -4 -2 -12 -27 -9 -3 -5
right_child=1 6 5 8 7 11 15 17 -10 12 16 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011733705775388618 0.0011725112928655755 0.00058991335677933672 0.0013983306115087229 0.0012025080825425803 0.0017979470767565356 0.002095926929797912 0.00055821369319643353 0.0011944677490544888 0.00063802322791763392 0.002287049790211256 0.0018749817376661688 0.0015392413133759639 0.0017555821090678668 0.001741095014057531 0.0012352323503686516 8.4315493172107964e-05 0.0020791780037362111 0.00078060979205674369 0.0010478021514585757 0.00075208812982205495 0.00083303702275251863 0.0006237028731395862 0.0015055247956001698 0.001837111823989967 0.0016453822891323163 0.0016836808045823028 0.0010552534075280334 0.0016335795681551137 0.00097548481817420611 0.0016528288153115787
leaf_weight=26 20 22 21 24 31 35 126 29 58 61 56 218 26 571 27 25 32 28 71 25 20 20 21 1150 92 98 22 29 111 26
leaf_count=26 20 22 21 24 31 35 126 29 58 61 56 218 26 571 27 25 32 28 71 25 20 20 21 1150 92 98 22 29 111 26
internal_value=0 0.000943928 0.00173366 0.00118699 0.00147928 0.00178456 0.000682041 0.00124468 0.000971093 0.00184992 0.00166776 0.00168793 0.00212822 0.00173914 0.00171826 0.000479754 0.00172956 0.00113544 0.00121246 0.00111314 0.00119446 0.000995915 0.00117748 0.00182924 0.00156094 0.001666 0.00156847 0.00141402 0.000911706 0.00143667
internal_weight=0 590 2531 306 422 2109 284 188 194 1258 234 851 87 633 598 151 208 157 129 136 111 61 41 1171 112 176 120 58 133 50
internal_count=3121 590 2531 306 422 2109 284 188 194 1258 234 851 87 633 598 151 208 157 129 136 111 61 41 1171 112 176 120 58 133 50
is_linear=0
shrinkage=0.00174112


Tree=2680
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 13 457 48 151 1427 3 3 13 51 42 4 1 133 12 52 1213 52 1373 150 484 158 484 1452 158 3
split_gain=1.57423 0.533655 0.505205 0.410418 0.304676 0.328104 0.341033 0.294433 0.292523 0.366214 0.483145 0.292004 0.290221 0.422602 0.370873 0.365446 0.314288 0.294993 0.521157 0.356954 0.517343 0.427397 0.406891 0.332792 0.331999 0.417703 0.346027 0.355223 0.493166 0.344705
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.27266500000000005 0.31508000000000008 -0.098424999999999985 0.26900000000000007 0.083935000000000023 -0.082794999999999994 0.63141500000000017 0.038215000000000006 0.11144500000000002 -0.079539999999999986 -0.50427999999999995 0.088340000000000016 0.11269500000000002 0.086655000000000024 -0.069804999999999992 -0.077814999999999981 -0.087769999999999987 0.081220000000000014 -0.013494999999999998 -0.081109999999999988 0.11817500000000002 -0.070054999999999992 0.091225000000000014 0.10398500000000001 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 9 12 -11 -2 14 15 16 -14 -9 19 -19 20 -16 23 24 -22 29 26 -26 28 -28 -21
right_child=11 -3 4 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 17 -17 -18 18 -20 22 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0010981607091008995 0.0006787149083092932 0.00040951439410177333 0.0028460017429769117 0.0012951573530031121 0.00029212863391532502 0.0027531656153929624 -6.1411459312677639e-05 0.0018472854148063474 8.9577060036406009e-05 0.0036679671120698502 0.0014853890382420642 -0.00093787128774933039 0.0027820926567521773 -0.00019143711741457427 -0.00066699987973387639 0.0011973062846658228 0.0030695134747237458 -0.00080875303331436543 0.0012904877396158032 0.0036880173242948193 0.0030354049403427891 0.00057288113548465444 4.3154559147302749e-06 0.0014749699477773471 0.00028474495919280827 0.0032549737125394445 0.0016792059030162122 0.0033754888660364238 -0.00010787062393923326 0.0020348009195624494
leaf_weight=22 345 74 30 27 32 39 22 270 23 32 37 20 27 34 22 279 41 22 221 26 25 88 23 308 32 27 807 20 27 119
leaf_count=22 345 74 30 27 32 39 22 270 23 32 37 20 27 34 22 279 41 22 221 26 25 88 23 308 32 27 807 20 27 119
internal_value=0 0.00149916 0.00152923 0.000220606 0.00155358 0.0015691 0.00155108 0.00156504 0.00154973 0.00156324 0.0024976 0.000590135 0.00153657 0.00118428 0.00159422 0.00133714 0.00200842 0.00152131 0.00110043 0.00158842 0.00127746 0.00137907 0.00171586 0.00159212 0.00175306 0.00166124 0.00161267 0.00166243 0.00162135 0.00233124
internal_weight=0 2756 2682 49 2633 2601 2562 2540 2510 2487 69 365 2418 340 2078 306 311 1767 243 1524 443 421 1081 333 1058 913 886 854 834 145
internal_count=3121 2756 2682 49 2633 2601 2562 2540 2510 2487 69 365 2418 340 2078 306 311 1767 243 1524 443 421 1081 333 1058 913 886 854 834 145
is_linear=0
shrinkage=0.0130072


Tree=2681
num_leaves=31
num_cat=0
split_feature=1 2 11 11 456 400 40 1447 401 484 3 1 2 49 0 16 2 3 52 4 4 157 1 157 51 0 1447 48 2 160
split_gain=1.31916 0.457499 0.510129 0.380692 0.345765 0.355411 0.317418 0.330935 0.302339 0.288532 0.512108 0.417556 0.662309 0.563438 0.388573 0.521753 0.352538 0.412828 0.370121 0.503883 0.4849 0.348962 0.311603 0.299184 0.521946 0.447719 0.464688 0.446659 0.439761 0.425067
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 0.085155000000000022 0.092050000000000007 -0.077734999999999985 0.051255000000000002 -0.074869999999999978 0.086285000000000014 -0.011244999999999998 -0.14186499999999996 0.080270000000000022 0.089885000000000007 -0.028954999999999998 -0.067094999999999988 -0.071854999999999988 0.084855000000000014 -0.091869999999999993 -0.015069999999999998 -0.0092149999999999992 -0.0029599999999999995 -0.086554999999999979 0.084785000000000013 -0.028564999999999997 -0.025069999999999999 -0.086409999999999987 -0.086059999999999984 0.085130000000000025 0.085625000000000021 -0.014869999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -3 7 -7 9 14 -11 16 22 -14 15 -1 17 -12 19 -18 -21 -20 -13 24 -17 26 -25 28 -28 -27
right_child=-2 4 3 -5 -6 6 -8 -9 -10 10 11 12 13 -15 -16 23 18 -19 21 20 -22 -23 -24 25 -26 29 27 -29 -30 -31
leaf_value=0.00251062626688722 0.00048110105623571883 -0.00050072710284296241 0.0038151717954684537 0.0017373267952583611 -0.0005245749604791709 -0.00028079134175489496 -0.00040038211462099246 0.0012721575105850041 0.001923915846628956 -0.00027389199721547243 0.0032333256082602486 -0.00038687708510368098 0.00096245273401824932 -0.0021250359934280416 0.0032613631603423798 0.003674498733593063 0.0012837025304001069 0.0016896127176383427 -0.00046397553574609797 0.003739523939380479 0.0016475985627604291 0.0012493367895028136 0.0012340220183970228 0.0020718664552713526 0.0011445676257146697 0.0030330408922685445 -0.0023978768557497416 0.0010655156108287859 0.00032978492471958434 0.0010957323251992565
leaf_weight=77 334 22 26 35 22 24 21 711 179 35 37 21 20 20 25 22 105 141 21 37 38 476 451 21 37 27 20 30 20 66
leaf_count=77 334 22 26 35 22 24 21 711 179 35 37 21 20 20 25 22 105 141 21 37 38 476 451 21 37 27 20 30 20 66
internal_value=0 0.00134614 0.00145189 0.00262297 0.0010835 0.00112897 0.0011764 0.00122145 0.0014148 0.00136263 0.00127971 0.00131949 0.00102572 -0.000581292 0.0016996 0.00157759 0.0014954 0.0020105 0.00135997 0.00186533 0.00267962 0.00117694 0.00116191 0.00128194 0.00208793 0.0010235 0.000374866 -0.000134234 -0.00103405 0.00165818
internal_weight=0 2787 1987 61 800 778 756 735 1926 1747 1402 1367 512 40 345 320 855 178 677 180 75 497 472 243 59 184 91 70 40 93
internal_count=3121 2787 1987 61 800 778 756 735 1926 1747 1402 1367 512 40 345 320 855 178 677 180 75 497 472 243 59 184 91 70 40 93
is_linear=0
shrinkage=0.0130072


Tree=2682
num_leaves=31
num_cat=0
split_feature=4 3 2 52 39 40 3 12 13 1 4 0 40 0 4 16 159 16 4 157 12 52 160 43 52 39 1424 393 402 133
split_gain=1.09981 0.420403 0.376431 0.328065 0.307865 0.400231 0.299489 0.342962 0.409095 0.860632 0.401557 0.36951 0.393101 0.353363 0.304538 0.409824 0.279064 0.23417 0.457725 0.757576 0.367794 0.366029 0.399814 0.352613 0.338969 0.275662 0.240688 0.232092 0.244882 0.45124
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 -1.0000000180025095e-35 -0.08440499999999998 -0.13309499999999996 0.10016000000000001 -0.117405 0.14627000000000004 0.41816000000000003 -0.096374999999999975 -0.063404999999999989 -0.26343999999999995 0.50194500000000009 -0.53943499999999989 0.10620500000000001 -0.14771999999999999 0.024790000000000003 -0.029304999999999998 0.080890000000000017 -1.0000000180025095e-35 -0.39198499999999997 0.16180500000000003 0.12603000000000003 0.094095000000000026 1.0000000180025095e-35 0.11213000000000002 0.089220000000000008 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 14 8 -8 10 13 -12 -13 -10 15 -2 -5 20 25 -20 -7 -22 -23 -24 -21 26 27 28 -19 -30
right_child=3 -3 -4 16 5 17 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 18 19 24 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024667375060624173 0.0013319358748930896 0.00022789475605825208 -0.00037839632602534472 0.0013813841678215423 0.00018255420043597717 0.0024892736443736635 0.0012371869139101359 -0.0014969189614825879 0.00040333088127917141 -0.0024511329249964015 0.0017412546515111753 0.0011284554476345965 -0.00098193200499876684 -0.0016810246737330105 0.0020792226429227909 -0.00093757460251883977 5.121569579600148e-05 0.0011370447184240555 -0.0013275372714189253 0.0010219565060185446 0.0027051993377275483 0.002416142301881738 0.00032115049598090611 0.0020730432473041824 -0.00061662297554557948 -6.0994500475669466e-06 0.0022340235994337148 0.0022148611556961949 0.0017540637338846238 7.9010066712570944e-06
leaf_weight=26 27 73 23 79 60 48 40 20 23 20 32 26 25 24 22 20 32 1793 25 206 22 24 79 21 20 27 33 32 195 24
leaf_count=26 27 73 23 79 60 48 40 20 23 20 32 26 25 24 22 20 32 1793 25 206 22 24 79 21 20 27 33 32 195 24
internal_value=0 0.00112754 0.00115224 0.000445364 0.00116561 0.00115264 0.000225533 -1.42156e-07 0.000157413 -0.000130526 0.00022649 0.000729057 9.39518e-05 -0.000661021 0.000912372 0.000366187 0.000997912 0.00117547 0.00114242 0.000657379 0.00157676 0.00127676 0.00102332 0.000689048 0.000876949 0.00120028 0.00121596 0.00119952 0.00118338 0.0015627
internal_weight=0 2731 2658 390 2635 2609 279 210 190 150 130 83 51 47 69 47 111 2549 2355 251 194 146 124 100 226 2104 2077 2044 2012 219
internal_count=3121 2731 2658 390 2635 2609 279 210 190 150 130 83 51 47 69 47 111 2549 2355 251 194 146 124 100 226 2104 2077 2044 2012 219
is_linear=0
shrinkage=0.0120166


Tree=2683
num_leaves=31
num_cat=0
split_feature=4 3 9 13 14 47 3 12 3 16 48 3 13 13 159 41 4 159 1447 0 1212 16 1209 51 481 15 157 13 157 49
split_gain=0.89479 0.332594 0.336324 0.366427 0.298481 0.289003 0.234094 0.25311 0.266311 0.333893 0.333217 0.319589 0.300532 0.233242 0.232189 0.218549 0.218309 0.338675 0.644766 0.317225 0.299366 0.534062 0.364458 0.285024 0.342463 0.31149 0.281897 0.403197 0.309262 0.325921
threshold=0.27044500000000005 0.31299000000000005 -1.0000000180025095e-35 -0.01163 -0.24175999999999997 0.14174500000000004 0.63141500000000017 -0.10022999999999999 -0.010424999999999999 -0.4179199999999999 -0.074214999999999989 0.11296500000000002 0.05868000000000001 -0.11122999999999998 0.082105000000000025 0.10065500000000001 -0.082249999999999976 -0.085489999999999997 -0.085804999999999979 -0.019414999999999998 0.091580000000000009 -0.08231999999999999 0.087170000000000011 -0.21316999999999997 -0.081539999999999987 0.101845 -0.096984999999999974 -0.068269999999999983 -0.087084999999999982 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 15 7 -2 12 10 -10 -11 13 -9 -3 16 17 -6 -19 26 22 -22 23 -20 -25 -26 27 -18 29 -28
right_child=6 14 4 -5 5 -7 -8 8 9 11 -12 -13 -14 -15 -16 -17 19 18 20 -21 21 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0011505444981264091 0.0014938110375200641 0.0010439410820909582 0.0028282931091569196 -0.0011943520722560218 0.0026081457034399353 -0.00041236987874905513 -0.00099662193360435837 0.00019830459611132616 -0.00088350158644810738 -0.0019369224379859114 0.00086970828846273944 0.00028898744529715065 -0.00010371214129728279 0.0015993764822759796 -0.0007356959292552465 7.0048000028160082e-05 0.0011852400914207973 -0.0010669416714263232 0.0030109225867159944 -0.00023838222144477943 0.0017864809467318815 -0.00061313519700333325 0.0030358217220525351 0.0026997687504655378 0.0013607483315253887 -8.4833506978479237e-05 0.0012722401625934734 -0.00073327520176559244 0.0011441433321026902 0.003272485207181076
leaf_weight=26 42 25 20 23 40 21 20 31 27 27 75 21 49 73 29 32 47 20 20 31 33 35 27 33 465 29 35 35 1704 26
leaf_count=26 42 25 20 23 40 21 20 31 27 27 75 21 49 73 29 32 47 20 20 31 33 35 27 33 465 29 35 35 1704 26
internal_value=0 0.0011398 0.00116082 4.98788e-05 0.00118133 0.00116882 0.000426776 0.000509291 0.000372823 -3.23639e-05 0.000405623 -0.000963087 0.000770066 0.00118175 8.82101e-05 0.00118154 0.00119532 0.00139893 0.00132586 0.00111921 0.0014004 0.000551384 0.00150099 0.00142523 0.00136505 0.00127589 0.001142 0.000366362 0.00117804 0.0021248
internal_weight=0 2756 2702 49 2653 2633 365 345 303 150 102 48 153 104 54 2612 2580 702 662 1878 642 68 574 547 527 494 1847 82 1765 61
internal_count=3121 2756 2702 49 2653 2633 365 345 303 150 102 48 153 104 54 2612 2580 702 662 1878 642 68 574 547 527 494 1847 82 1765 61
is_linear=0
shrinkage=0.0135326


Tree=2684
num_leaves=31
num_cat=0
split_feature=2 96 0 39 1348 147 12 121 34 12 47 153 1428 472 51 0 12 40 1 15 1 16 151 402 482 4 16 2 157 52
split_gain=0.737029 0.465392 0.46318 0.420001 0.320767 0.348666 0.305327 0.297482 0.319233 0.312316 0.304687 0.293364 0.302885 0.292311 0.290455 0.283365 0.334698 0.363828 0.399907 0.390213 0.336497 0.263318 0.242562 0.240031 0.228219 0.294794 0.324891 0.209321 0.237551 0.394122
threshold=0.13404500000000005 0.087655000000000025 0.034820000000000011 -1.0000000180025095e-35 0.090205000000000021 0.097985000000000017 -0.10022999999999999 -0.082399999999999987 -0.112215 -1.0000000180025095e-35 0.11227500000000001 0.082840000000000011 0.094820000000000015 -1.0000000180025095e-35 -0.071649999999999978 0.10455500000000001 -0.12529499999999996 -0.063404999999999989 0.102705 -0.44764999999999994 0.10956 -0.040964999999999994 -0.41619999999999996 0.086855000000000016 1.0000000180025095e-35 -0.04890499999999999 -0.074319999999999983 0.12669500000000003 -0.30029999999999996 -0.54906499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -5 -1 -9 15 11 12 22 -14 -8 16 23 19 -19 -18 -21 -12 -11 -10 25 -16 -27 28 29 -24
right_child=2 -3 -4 6 -6 -7 14 8 9 10 21 -13 13 -15 24 -17 17 18 -20 20 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0024227335469775443 -0.0012988863855978806 -0.00065674600408863919 -0.0013683490471279383 0.001603433611219848 -0.00028906056820152413 0.0025184965258925186 0.0016858263908351692 0.002301317127286321 0.0026145393282966597 0.0020503817684834782 -0.00059340714778424687 -0.00049846916232576782 0.0010691986710195988 0.0030952931746584217 0.001090654508542988 -0.00073010808269374371 -0.00069786276400176576 0.00078724698113270776 -0.0012679268233371137 0.00075759114729505924 0.0024963425791762802 0.00075670715163364294 0.0014652456875289578 0.00071558198167624384 0.0012029186371502946 2.6257094486662156e-05 -0.001635731819908906 0.0021223105073150416 0.00096738268121157351 -0.00061708069290905109
leaf_weight=20 20 28 25 35 32 21 21 25 20 31 34 20 23 20 25 25 23 25 33 102 20 60 22 20 25 67 24 23 2216 36
leaf_count=20 20 28 25 35 32 21 21 25 20 31 34 20 23 20 25 25 23 25 33 102 20 60 22 20 25 67 24 23 2216 36
internal_value=0 0.000915751 0.000211475 0.000393483 0.000931195 0.000945046 0.000565297 0.000933237 0.000922514 0.000909993 0.000952865 0.000979776 0.000992245 0.00201157 0.000341008 0.000512461 0.000640298 0.000438374 -0.000382076 0.000766554 0.00104263 0.000268368 0.000973417 0.00166506 0.000140716 -8.82067e-05 -0.00041207 0.000958883 0.000947115 0.000172767
internal_weight=0 2879 242 217 2851 2819 197 2798 2778 2753 2485 2391 2371 43 162 268 243 203 58 145 122 94 2328 40 141 116 91 2297 2274 58
internal_count=3121 2879 242 217 2851 2819 197 2798 2778 2753 2485 2391 2371 43 162 268 243 203 58 145 122 94 2328 40 141 116 91 2297 2274 58
is_linear=0
shrinkage=0.0122569


Tree=2685
num_leaves=31
num_cat=0
split_feature=3 96 132 48 4 150 147 13 0 1429 457 3 0 50 1451 15 15 52 43 1213 4 1212 1213 160 11 11 11 403 1212 402
split_gain=0.704499 0.533641 0.419775 0.378971 0.390105 0.386971 0.466945 0.350547 0.322569 0.463644 0.281783 0.266037 0.265526 0.259221 0.293756 0.277563 0.38984 0.524731 0.364509 0.298375 0.433998 0.421116 0.343413 0.284614 0.273569 0.338229 0.298254 0.269918 0.271584 0.452888
threshold=0.31370500000000007 0.087655000000000025 0.10512500000000001 -0.22597999999999999 0.042705000000000007 0.12083000000000001 0.089810000000000015 0.054800000000000008 -0.0058249999999999994 0.079510000000000011 0.31508000000000008 0.42240500000000009 -0.040504999999999992 -0.23848499999999997 0.089825000000000002 -0.10469999999999999 -0.094329999999999983 -0.011499999999999998 -0.08076499999999999 0.11830500000000001 -0.076779999999999987 0.099965000000000012 0.104315 -0.55323499999999981 0.10334500000000001 1.0000000180025095e-35 0.080150000000000013 -0.5492149999999999 -0.040879999999999993 0.10762500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 10 6 7 8 9 -6 13 -2 -9 -5 15 -15 17 18 -17 22 21 -21 23 -18 25 27 -27 -25 -29 -30
right_child=2 -3 -4 4 5 -7 -8 12 -10 -11 -12 -13 -14 14 -16 16 19 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0027338420740872726 -0.00026645073409227113 -0.0010962270726997446 0.0012679571049468562 0.0024157290075031818 0.00076790699442095558 0.001976320120204161 -0.0010825325199661328 0.00037386030562948071 0.0021744035854915837 -0.0012822004456211266 -0.00040055468712941019 -0.0021009470196506415 -0.001274597628915378 0.0015658453535208857 0.0025542863283889343 0.00019625222278995744 -0.00030877569745675507 0.0016730902242677202 -0.0023517059242634496 0.0013215292216285483 0.00021010822383534083 0.0035501991935684902 -0.00081297749988471185 0.0020870318855652514 -0.00058212397731007926 0.0028696086053002509 0.0013083088012401675 0.0014798419172762311 0.00090984397962701484 -0.00054366529664596141
leaf_weight=22 61 25 27 25 471 38 32 52 29 22 27 20 29 147 23 23 33 21 20 35 25 30 21 39 21 31 94 153 1483 42
leaf_count=22 61 25 27 25 471 38 32 52 29 22 27 20 29 147 23 23 33 21 20 35 25 30 21 39 21 31 94 153 1483 42
internal_value=0 0.000912071 -0.00022257 0.000928874 0.000915485 0.000623284 0.000542315 0.000628542 0.000759643 0.000676421 0.00100125 -0.000719413 -0.000216328 0.00101795 0.00100236 0.000986264 0.000945125 -0.000115397 -0.000988845 0.000978943 0.00175569 0.00235015 0.000942476 0.00096192 0.000984428 0.00100229 0.00169551 0.00095182 0.000925435 0.000869813
internal_weight=0 3013 108 2988 2966 673 635 603 522 493 2293 81 81 2266 2241 2218 2071 64 43 2007 90 65 1917 1896 1863 1842 125 1717 1678 1525
internal_count=3121 3013 108 2988 2966 673 635 603 522 493 2293 81 81 2266 2241 2218 2071 64 43 2007 90 65 1917 1896 1863 1842 125 1717 1678 1525
is_linear=0
shrinkage=0.0138033


Tree=2686
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 1 52 47 1 2 0 133 132 4 15 43 1 16 1 0 43 12 131 15 49
split_gain=94.7205 15.2022 9.44883 7.60873 7.24985 4.65978 3.7597 3.54635 3.05169 2.64246 2.363 1.91718 1.58942 1.47824 1.65287 1.3858 1.21627 1.49033 1.07772 1.21692 1.13597 1.05363 1.0353 1.02856 1.03092 0.935029 0.883802 0.878649 0.863129 1.4037
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.077845000000000011 -0.56176499999999996 0.13082500000000002 0.089770000000000016 0.09678500000000001 0.18019500000000002 0.089200000000000015 0.08696000000000001 0.0033150000000000007 -0.13578499999999996 0.064745000000000011 0.091450000000000017 0.13751500000000003 0.16540500000000002 -0.036484999999999997 -0.080324999999999994 0.09202500000000001 0.09031500000000002 -0.015744999999999999 -0.052259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 16 6 7 9 -6 21 -5 -11 23 15 -15 18 17 28 20 -20 26 -1 -7 24 -4 -12 -13 -2 -3 -30
right_child=1 2 12 10 8 22 -8 -9 -10 11 25 13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016547081906708293 0.001691084505403802 0.00090754475380899714 0.00035290591950498873 0.0015089356635480792 0.0014248564179129572 0.00085101645624846307 0.0019421257832265366 0.00091284655876762075 0.00086535017476925048 0.0018593890274203849 0.001058997276640694 0.0017094686707136331 0.000874431854991351 0.00085248152002057043 0.0014370071792107796 0.001082874893507025 0.0005062187459873613 0.00045440379856218478 0.0017757684526349693 0.0013994978141336856 0.0013902490795323502 0.0015245441551834805 0.0013464551799955153 5.8602433104073925e-05 0.00067041549279233 0.00062696675248925229 0.0015481540531053683 0.0013039733200071934 0.00094738965014474401 0.00038077410506393337
leaf_weight=1127 52 189 95 28 86 27 84 22 40 43 47 158 22 20 42 20 42 29 27 222 77 206 21 22 41 20 239 24 24 25
leaf_count=1127 52 189 95 28 86 27 84 22 40 43 47 158 22 20 42 20 42 29 27 222 77 206 21 22 41 20 239 24 24 25
internal_value=0 0.000862728 0.000775468 0.00156492 0.000908904 0.00158381 0.00159464 0.00158139 0.00124724 0.00158813 0.00110066 0.0015151 0.000452999 0.00149671 0.00124845 0.00151742 0.000770944 0.000812586 0.00152944 0.0014403 0.00157627 0.00163459 0.00106777 0.000394319 0.000448626 0.000930033 0.00161235 0.00156884 0.00085623 0.0006583
internal_weight=0 691 615 2430 435 2335 2287 2203 126 2181 95 848 180 805 62 743 309 267 723 249 474 1333 48 158 136 67 397 76 238 49
internal_count=3121 691 615 2430 435 2335 2287 2203 126 2181 95 848 180 805 62 743 309 267 723 249 474 1333 48 158 136 67 397 76 238 49
is_linear=0
shrinkage=0.00167351


Tree=2687
num_leaves=31
num_cat=0
split_feature=4 1375 0 12 16 16 13 13 3 448 2 14 3 16 1455 1453 52 13 133 133 16 39 43 1212 150 52 49 133 133 133
split_gain=0.772052 0.289588 0.242698 0.320009 0.358343 0.290217 0.432523 0.378075 0.414468 0.298733 0.28915 0.233337 0.343762 0.225864 0.218374 0.306351 0.327757 0.287045 0.473795 1.21403 0.326788 0.283197 0.557906 0.282099 0.270239 0.274795 0.439899 0.314972 0.516786 0.311346
threshold=0.27044500000000005 -0.27302499999999996 0.089620000000000019 -0.10022999999999999 -0.40995499999999996 -0.44310499999999992 -0.088319999999999996 1.0000000180025095e-35 -0.020429999999999997 -0.065209999999999976 0.11548000000000001 -0.24175999999999997 0.32202000000000003 -0.50690499999999983 -0.23681499999999997 -0.13306499999999996 -0.56176499999999996 0.038215000000000006 -0.0081349999999999981 -0.082009999999999986 -0.073404999999999984 0.10166000000000001 -0.53814999999999991 0.13713500000000003 0.13361500000000004 -0.016949999999999996 0.14233500000000002 -0.14292499999999997 -0.40071499999999999 -0.086649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 9 -7 8 -8 -5 -11 -3 14 -12 -13 -16 -17 23 19 20 -19 22 -20 24 25 27 -27 28 -18 -29
right_child=2 11 -4 5 -6 6 7 -9 -10 10 13 12 -14 -15 15 16 17 18 21 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00022303351716364359 0.00053872798661642237 0.0021053825197464488 -0.00094290749285292632 -0.00055489849436200637 0.0025750793887720867 -0.0015995061695947138 0.0018725590480829597 -0.0010682745829518924 -4.8919819848621369e-05 0.0014770608497657724 -0.00012455745502083039 0.001827461627283204 -0.00066230257172212312 0.0013612758685875462 -0.00057456097652849121 0.0017944203511686297 0.00033581312368642223 0.0018409459626340481 0.0029146296795969319 -0.0028514527184888999 -0.00017147905479403445 -0.00032972280464146268 0.0007865454555470385 0.0020403408582327673 0.0023123860202817394 0.001070374329448184 -0.00076031563971952184 -0.00048024695070590721 0.0029686742653426343 0.00074147434042797736
leaf_weight=32 37 26 21 28 20 26 26 27 48 59 51 42 20 22 20 67 21 22 20 20 27 29 248 37 22 1404 20 33 24 622
leaf_count=32 37 26 21 28 20 26 26 27 48 59 51 42 20 22 20 67 21 22 20 20 27 29 248 37 22 1404 20 33 24 622
internal_value=0 0.000936174 0.000336291 0.000414382 0.00125324 0.00024778 -0.000189702 0.000173218 0.000626194 0.000595032 0.000838956 0.000949791 0.000938655 0.000323228 0.000950611 0.00093664 0.000948194 0.000925951 0.000608294 -0.00030664 0.000732059 0.000820855 0.000945358 0.000979209 0.000960914 0.000946915 0.00104466 0.00074807 0.00174001 0.000679922
internal_weight=0 2756 365 344 57 287 127 101 74 160 132 2724 2698 73 2678 2636 2616 2549 366 69 49 297 268 2183 2146 2124 1424 700 45 655
internal_count=3121 2756 365 344 57 287 127 101 74 160 132 2724 2698 73 2678 2636 2616 2549 366 69 49 297 268 2183 2146 2124 1424 700 45 655
is_linear=0
shrinkage=0.0122569


Tree=2688
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 0 4 2 1 0 15 1 40 1 475 1 2 15 156 1 3 16 4 0
split_gain=134.665 21.9093 11.044 10.22 6.91508 6.00654 4.96121 4.73654 3.78132 3.50053 2.67914 2.32454 2.13219 1.95062 1.6475 1.42707 3.2136 1.36066 1.14016 1.12311 1.11689 0.991794 0.961081 0.945294 1.16659 1.35615 1.13315 0.937806 0.898353 0.881796
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.077845000000000011 0.062655000000000016 -0.22491999999999998 -0.15464999999999998 -0.090999999999999984 0.122715 -0.11173999999999999 -0.10653 0.16175000000000003 -0.077474999999999988 0.13436000000000001 -0.08230999999999998 0.091195000000000012 0.13501500000000002 0.040760000000000005 1.0000000180025095e-35 0.089875000000000024 -0.12711499999999995 0.13751500000000003 -0.053309999999999989 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 18 -8 11 -4 13 -7 -9 -1 -2 16 -15 -6 -3 -14 -13 -17 -5 24 25 29 -25 -10 -26 -22
right_child=1 4 9 22 17 8 7 12 27 -11 -12 20 19 15 -16 21 -18 -19 -20 -21 23 -23 -24 26 28 -27 -28 -29 -30 -31
leaf_value=0.0011564396441389167 0.0015028713771131721 0.00051771920303958225 0.0015111330094707475 0.00081612826720789801 0.00026484038764950751 0.0010779592635686748 0.0011907210066850245 0.0011508174743212983 0.00083932291217495318 0.00083679593167789595 0.0019731981256492872 0.0017274227465175469 0.00065109919781486348 0.0018906053410403549 0.0010738545620018821 0.0016703862781883717 0.0012306559518873855 -0.00019707277409600647 0.00016704805436946747 0.00029473087441272793 0.001496266332154617 0.0015475951028742422 0.0004302779163969438 0.001930969020155078 0.0018880918203067138 0.0010664800884566134 0.0015482504359617675 0.0012925478404366036 0.001519285562632165 0.0013124688605346913
leaf_weight=22 115 47 28 61 77 32 54 20 27 69 62 62 150 28 29 1142 60 21 49 27 254 200 23 22 25 26 222 21 54 92
leaf_count=22 115 47 28 61 77 32 54 20 27 69 62 62 150 28 29 1142 60 21 49 27 254 200 23 22 25 26 222 21 54 92
internal_value=0 0.00075091 0.00156335 0.00115637 0.000543169 0.00158529 0.000649729 0.000768677 0.00147594 0.00103145 0.00164574 0.00150261 0.00065299 0.00163176 0.00141647 0.00163907 0.00144064 0.000165859 0.000338731 0.000596738 0.00152056 0.00165209 0.000710479 0.00150211 0.00145847 0.00142077 0.00158276 0.00103761 0.001636 0.0014474
internal_weight=0 673 2448 228 445 2351 347 251 837 97 1514 789 197 1452 144 1430 88 98 96 177 757 1342 84 695 451 372 244 48 79 346
internal_count=3121 673 2448 228 445 2351 347 251 837 97 1514 789 197 1452 144 1430 88 98 96 177 757 1342 84 695 451 372 244 48 79 346
is_linear=0
shrinkage=0.00160853


Tree=2689
num_leaves=31
num_cat=0
split_feature=1 11 105 4 484 1 1 399 10 123 1375 132 52 16 457 0 16 4 12 49 12 39 13 1 16 4 147 11 401 0
split_gain=0.932231 0.691132 0.638343 0.629336 0.392378 0.404365 0.309308 0.305803 0.320793 0.347311 0.2872 0.270107 0.390168 0.251012 0.311277 0.242682 0.236348 0.476689 0.26644 0.22625 0.327166 0.34357 0.294517 0.338858 0.258453 0.217634 0.216268 0.291949 0.534461 0.346541
threshold=0.095695000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0086549999999999978 -0.020124999999999994 0.13743000000000002 0.096575000000000008 0.087485000000000021 -1.0000000180025095e-35 0.085215000000000013 0.060690000000000008 0.095345000000000013 -0.077024999999999996 -0.54928499999999991 0.094310000000000019 0.18019500000000002 -0.016164999999999995 -0.033174999999999989 -0.07983999999999998 0.10858500000000001 -0.094384999999999983 0.083240000000000022 -0.085584999999999981 0.11751000000000002 -0.23935499999999996 -0.074729999999999977 0.089365000000000014 1.0000000180025095e-35 0.080190000000000011 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 4 -3 6 -6 8 9 -5 11 12 -10 -14 19 26 25 -18 -19 20 -15 22 -22 -24 -21 -8 27 -1 29 -29
right_child=1 2 -4 7 5 -7 16 -9 10 -11 -12 -13 13 14 -16 -17 17 18 -20 24 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010841964885756989 -0.0016333957726579749 0.0024230435440992406 0.0027324269370918911 -0.0012461779330163855 -0.00042635392368305168 -0.00055503824744321348 0.00077487301895725702 -0.0011313823159575477 0.0016354729298883504 0.00054763559612917173 -0.00080264012254281246 -0.00053769831528533481 0.001862412550721914 0.001980248065132056 -0.00071999464684378801 -9.0811667298211705e-05 0.0012878090448748057 0.00065848628246871314 -0.0011938014780983239 0.00062889572915555676 0.0001170272272020925 -0.00032756714182319139 0.00071471175325476882 0.0021930284031298334 -0.0010906185666816905 0.0023344378154845722 0.00013044798363038071 0.0017291494985567366 -2.9735529744581747e-05 0.0035625967544712406
leaf_weight=2054 20 28 22 34 20 26 20 20 56 31 23 29 20 28 31 26 152 28 20 29 54 49 66 36 24 41 34 59 20 21
leaf_count=2054 20 28 22 34 20 26 20 20 56 31 23 29 20 28 31 26 152 28 20 29 54 49 66 36 24 41 34 59 20 21
internal_value=0 0.000619834 0.000670639 0.000618201 0.00103405 0.000907361 0.00104267 0.000355356 0.000413659 -0.000390667 0.000531145 0.00060384 0.000688075 0.000530644 0.000446621 0.00108638 0.00115524 0.000951543 -0.0001133 0.000573073 0.000737492 0.00056775 0.000848971 0.00123647 -0.000149752 0.00182311 0.00110037 0.00111568 0.0017624 0.00221043
internal_weight=0 907 887 865 335 307 281 530 510 65 445 422 393 337 317 2214 261 200 48 286 233 205 156 102 53 61 2188 2154 100 80
internal_count=3121 907 887 865 335 307 281 530 510 65 445 422 393 337 317 2214 261 200 48 286 233 205 156 102 53 61 2188 2154 100 80
is_linear=0
shrinkage=0.0122569


Tree=2690
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 14 1 1 52 2 4 0 15 49 3 158 12 4 47 1 43 0 43 1 4 49 16 1
split_gain=83.3049 13.15 7.26745 5.60667 5.21354 4.41378 3.67317 3.19318 2.32782 2.31184 2.0461 1.97324 1.50546 1.88271 2.21008 1.39514 1.36807 1.29885 1.272 1.4739 1.14412 1.09765 1.00834 0.994982 1.448 0.95844 0.944455 1.3646 1.49797 0.903915
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.098630000000000009 -0.17966999999999997 0.062655000000000016 0.077845000000000011 0.11690500000000002 0.048770000000000008 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.054984999999999992 0.076840000000000006 0.085030000000000008 0.087695000000000009 -0.51843499999999987 0.10648500000000001 0.11910500000000002 -0.080324999999999994 -0.06563999999999999 -0.065269999999999981 0.083345000000000016 0.42642000000000008 -0.054984999999999992 -0.0048099999999999992 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 -3 12 -4 20 -6 -7 13 14 -1 -2 29 25 19 -15 26 -5 -10 -20 -25 -14 27 -8 -29 -11
right_child=1 4 8 21 10 11 9 -9 22 16 -12 -13 17 18 -16 -17 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0019374573493054262 0.0011340056032516585 0.0014529747768537733 0.0016383873320751144 0.0011336556574123818 0.00020051825174841533 0.0015896267708797988 0.0011042121186055937 0.0021138271204075251 0.0011614104856416418 0.00077996456787118613 0.00076200126676522005 0.0011734568928906553 0.001589613974275968 0.0022916732095660773 0.0012630870670754957 0.0016102386828297072 0.00093959713205593782 0.0018736211480303458 0.0017311629789675273 0.0018047642619436603 0.001401735460033829 0.00071846443266911477 0.00067578073920273555 0.0011198813622205963 0.0017409051848295042 0.0012398907928875746 0.0012628450648802133 0.0008888500357524321 0.00029861334074783612 0.0004627657617726356
leaf_weight=23 24 35 28 48 57 424 46 76 47 49 34 41 72 21 52 127 52 33 789 714 20 37 20 22 28 40 24 43 21 74
leaf_count=23 24 35 28 48 57 424 46 76 47 49 34 41 72 21 52 127 52 33 789 714 20 37 20 22 28 40 24 43 21 74
internal_value=0 0.000978085 0.00169089 0.00132506 0.000798114 0.00171087 0.000895067 0.00175014 0.00119976 0.000835715 0.000410303 0.00155293 0.00173474 0.0017503 0.00146989 0.00153455 0.000693268 0.00155777 0.00176366 0.00181868 0.000997586 0.000952925 0.00101645 0.00171546 0.00146765 0.00146471 0.000937265 0.000866229 0.000695179 0.00058913
internal_weight=0 691 2430 236 455 2335 364 1870 95 329 91 465 1794 1649 75 151 175 145 1574 735 154 85 67 839 50 112 134 110 64 123
internal_count=3121 691 2430 236 455 2335 364 1870 95 329 91 465 1794 1649 75 151 175 145 1574 735 154 85 67 839 50 112 134 110 64 123
is_linear=0
shrinkage=0.00181146


Tree=2691
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 1 2 2 1 50 2 52 49 14 0 0 15 130 13 0 11 1 3 15 13 3 16 475
split_gain=96.3629 17.3069 10.3957 8.23474 7.22055 5.00821 3.11836 3.00876 2.87986 2.84243 2.14017 1.98881 1.88493 1.83364 1.63486 1.57427 1.42001 1.32978 1.18006 1.09699 1.15553 1.06161 1.28649 1.36669 1.25914 1.06047 0.905594 0.849665 0.912033 0.8172
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.09253500000000002 -1.0000000180025095e-35 0.14960000000000004 0.086920000000000011 0.041865000000000006 0.092235000000000025 0.12603000000000003 -0.054984999999999992 0.062655000000000016 -0.095504999999999993 -0.23091999999999999 -0.095869999999999983 -0.076894999999999977 -0.011914999999999999 0.18019500000000002 1.0000000180025095e-35 0.090840000000000018 -0.11171999999999999 -0.081924999999999984 0.049530000000000012 -0.014944999999999998 -0.49446999999999991 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 10 14 -5 27 17 15 25 -10 19 -6 29 18 -7 -12 -14 -21 22 24 -24 -19 -4 -18 -3 -29 -1
right_child=1 2 11 7 6 9 -8 -9 12 -11 16 -13 13 -15 -16 -17 26 21 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013664496604490668 0.0015583192339459579 0.00066955236169530653 0.00027501961759065466 0.0014291006258487732 0.00091441675438318302 0.0010258952943654142 0.00080284431282073377 0.00080783134036481647 0.0012297459422157457 0.00087802934698745039 0.0015278682910795339 0.00066946259797028831 0.00031742535108355977 0.0011540141560719465 0.0014578231510009873 0.0019010994327029373 0.0015575885286716956 0.0010992953354388849 0.0010799219842876258 0.00058248863159633256 0.00085481764667105407 0.0010729596777768083 0.0020357921837435406 0.0015270491589469979 0.0014563481206689396 -0.00012850044705539212 0.0012905546156029659 0.00062520748415171212 0.00020788865951262183 0.0016195110458880832
leaf_weight=37 76 35 76 34 20 21 47 61 25 26 28 30 20 27 69 55 321 29 40 80 96 20 21 50 599 24 40 22 44 1048
leaf_count=37 76 35 76 34 20 21 47 61 25 26 28 30 20 27 69 55 321 29 40 80 96 20 21 50 599 24 40 22 44 1048
internal_value=0 0.000804911 0.000711807 0.00151316 0.000824453 0.00153281 0.00115156 0.00103018 0.000696986 0.00142189 0.00158697 0.000291549 0.000794 0.00074515 0.00133571 0.00162488 0.00148621 0.001441 0.00126437 0.000688827 0.000731032 0.00145312 0.001464 0.00167752 0.00143986 0.000178175 0.001528 0.000458772 0.000346995 0.00161088
internal_weight=0 691 615 2430 485 2335 136 95 349 766 1569 130 248 223 89 1140 429 740 68 196 176 719 699 71 628 100 361 101 66 1085
internal_count=3121 691 615 2430 485 2335 136 95 349 766 1569 130 248 223 89 1140 429 740 68 196 176 719 699 71 628 100 361 101 66 1085
is_linear=0
shrinkage=0.00167351


Tree=2692
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 2 1 47 52 2 52 1 52 159 1 2 16 2 133 1 132 131 52 3 158 43
split_gain=103.044 17.0142 10.3972 8.45321 7.52888 5.00921 4.17578 3.45993 3.27146 2.6757 2.48518 1.83046 1.34218 1.3267 1.38661 1.20366 1.14097 1.48759 2.34091 1.37481 1.05765 1.04116 0.923931 0.87525 0.837778 0.780931 0.766287 0.759926 1.13943 0.753267
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.089775000000000008 0.077845000000000011 0.13082500000000002 -0.56176499999999996 0.14122000000000004 0.12603000000000003 0.091195000000000012 0.086450000000000013 0.082585000000000006 0.083345000000000016 0.09678500000000001 0.11346000000000002 0.096325000000000008 0.089200000000000015 0.16540500000000002 0.08696000000000001 0.09031500000000002 -0.42635499999999998 -0.092174999999999993 0.083705000000000016 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 13 6 7 9 -6 15 -5 23 -11 14 22 -1 17 18 21 -20 -7 -14 24 -4 -3 -2 -23 -19 -29 -12
right_child=1 2 11 10 8 20 -8 -9 -10 12 29 -13 16 -15 -16 -17 -18 27 19 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018862432020964898 0.0019255997270611605 0.00092773065600529976 0.00045515664394844645 0.0016997931530898381 0.0016036174894319968 0.0009418990000651258 0.00099729588523910255 0.0021976902560755553 0.00095122903600774512 0.0020505352681506541 0.0011615684026680293 0.00097897810798399385 0.0017722644076180614 0.00048009458028982029 0.0013055201011084117 0.0017324300325653628 0.0017950871068347462 0.0015763741023565635 0.00086500459833219732 0.0014852750084422481 0.0015033652551401067 0.0017037313530587949 0.00054369361237012199 4.9981137257075146e-05 0.00052326929619037651 0.0015146059646351715 0.0014528302354242437 0.0021723597420446571 0.0017334828240100496 0.00072487429764593202
leaf_weight=1106 52 201 136 28 86 26 22 84 40 43 47 22 145 31 26 216 327 29 22 30 22 74 31 22 20 24 104 38 47 20
leaf_count=1106 52 201 136 28 86 26 22 84 40 43 47 22 145 31 26 216 327 29 22 30 22 74 31 22 20 24 104 38 47 20
internal_value=0 0.000954559 0.0008506 0.00177935 0.00100823 0.00180177 0.00181442 0.00182236 0.00139651 0.0018079 0.00122827 0.000469658 0.00172601 0.000849904 0.000891141 0.00186111 0.00170891 0.00165128 0.00159397 0.00122285 0.00119924 0.00165371 0.000848388 0.00039874 0.000891128 0.00179581 0.00155714 0.00183981 0.00192969 0.00103121
internal_weight=0 691 615 2430 435 2335 2287 2265 126 2181 95 180 859 309 278 1322 816 489 375 52 48 323 252 158 221 76 178 114 85 67
internal_count=3121 691 615 2430 435 2335 2287 2265 126 2181 95 180 859 309 278 1322 816 489 375 52 48 323 252 158 221 76 178 114 85 67
is_linear=0
shrinkage=0.00188464


Tree=2693
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 2 4 52 2 3 0 12 14 47 14 1 13 157 16 51 0 15 3 1 15
split_gain=88.9634 10.8712 9.64782 6.02865 5.89517 4.19851 3.76488 3.11998 2.78489 2.68509 2.9582 2.29417 1.54061 1.8793 2.33993 1.46181 2.08038 1.40131 1.39003 1.15777 1.1342 1.13077 1.11665 1.4567 1.08878 1.07513 1.57722 1.04237 1.03583 0.98994
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090455000000000021 -0.16363499999999997 0.11389000000000002 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 -0.097024999999999986 0.13597000000000004 0.076175000000000007 0.077555000000000013 0.062655000000000016 0.122715 -1.0000000180025095e-35 -0.080299999999999996 -0.039889999999999988 0.086310000000000012 -0.11173999999999999 -0.095244999999999982 0.12745000000000004 0.12958500000000003 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 20 9 17 -5 18 -3 28 15 13 14 -9 -8 -17 25 19 22 -2 -12 -1 -24 29 26 -4 -23 -11 -7
right_child=1 5 6 7 -6 24 11 12 -10 10 21 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011705470442720739 0.0015894305924686511 0.00055267103116281887 0.0018533423070165641 0.0016702292192304203 0.00083782651562385217 0.00046266586106796868 0.0019884288901088846 0.00093073321982828177 0.00098101684079892064 0.0016067247120531609 0.00069821365161583924 0.0014156223654143078 0.001478334176274915 0.00072482649155050898 0.0015675215961354425 0.0016443197576319541 0.0011231328341593325 0.0020577972027805858 0.0019797746933300567 0.0019858226680984827 0.0011814445109295899 0.00081322684643563036 0.0014043696645097718 0.0017721280808211863 0.00063368144603191321 0.0017536853157732401 0.001227297435214069 0.0012555967302631138 0.0010482907969353798 1.3616981047762209e-05
leaf_weight=23 83 90 22 31 74 32 37 52 22 22 104 169 23 54 28 715 25 46 33 20 29 42 66 70 36 1065 30 28 20 30
leaf_count=23 83 90 22 31 74 32 37 52 22 22 104 169 23 54 28 715 25 46 33 20 29 42 66 70 36 1065 30 28 20 30
internal_value=0 0.00087151 0.0016373 0.00139218 0.00122679 0.000707938 0.00168635 0.00115536 0.00158244 0.000810394 0.000917779 0.00160315 0.0010537 0.000980816 0.00115361 0.00164394 0.00162671 0.00175402 0.00164485 0.00158311 0.00148379 0.000815669 0.00153245 0.00159366 0.000388024 0.00174151 0.00149216 0.000990175 0.0013408 0.000245384
internal_weight=0 590 2531 422 186 404 2109 188 234 306 216 946 157 134 80 777 740 1163 212 179 112 174 159 136 98 1117 52 70 42 62
internal_count=3121 590 2531 422 186 404 2109 188 234 306 216 946 157 134 80 777 740 1163 212 179 112 174 159 136 98 1117 52 70 42 62
is_linear=0
shrinkage=0.00177594


Tree=2694
num_leaves=31
num_cat=0
split_feature=1 4 11 105 2 15 30 457 160 49 49 0 40 0 43 160 3 4 43 16 0 4 52 43 133 12 479 16 3 13
split_gain=2.07722 0.726334 0.597761 0.635115 0.632181 0.476522 0.424768 0.377086 0.34915 0.320102 0.413887 0.316764 0.43701 0.312591 0.543219 1.05633 0.404814 0.396837 0.4225 0.331172 0.283528 0.290726 0.560544 0.317528 0.378474 0.473313 0.280341 0.256275 0.251689 0.275721
threshold=0.096325000000000008 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.13622000000000004 -0.079929999999999987 0.090155000000000027 0.083415000000000017 0.097500000000000017 0.036705000000000008 0.32042500000000002 -0.23091999999999999 -0.055059999999999991 -0.068604999999999985 -0.083684999999999996 -0.080719999999999986 0.092670000000000016 -0.46376499999999993 -0.066504999999999995 -0.079734999999999986 -0.14832499999999996 0.042705000000000007 1.0000000180025095e-35 -0.010344999999999998 0.084760000000000016 0.093105000000000007 0.098035000000000011 -0.016164999999999995 -0.059315 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 4 6 -6 7 8 9 -4 -11 -9 -13 16 15 -15 20 -16 -19 -20 27 26 23 24 -23 -26 28 -1 29 -22
right_child=1 2 3 -5 5 -7 -8 11 -10 10 -12 12 -14 14 17 -17 -18 18 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002301958638313411 0.0021031706447788337 -0.001398851297014855 0.0014710655685590526 0.0033857011824791144 0.00054832833295210854 -0.0013835748933085713 -0.00029678817656922255 0.0017674354148289467 0.0029247342650042226 -0.00026650255836850329 0.0020198361996204917 0.00098924884907447249 -0.0014510427585586756 -0.0020995985447195935 0.0027776057043049241 0.001413379905071666 0.00068164725768734061 0.0030993073150495948 0.002369444371102369 0.00090824286872404926 0.0021142349431291204 -0.0012661013594547439 0.0023734864502934837 0.0016405619179418887 0.002577460078793854 -0.00020278776006102983 0.0008589174578228371 0.0038160585183627826 0.0029846347252933652 0.0016123978083624258
leaf_weight=89 122 20 365 21 113 31 36 22 27 48 22 29 27 21 66 73 45 28 39 122 1167 21 83 62 20 28 38 28 54 254
leaf_count=89 122 20 365 21 113 31 36 22 27 48 22 29 27 21 66 73 45 28 39 122 1167 21 83 62 20 28 38 28 54 254
internal_value=0 0.00111443 0.000955918 0.00101947 0.000950459 0.000132432 0.00115497 0.00125175 0.00140163 0.00130709 0.000452061 0.000364021 -0.00018732 0.00190503 0.00152551 0.000628566 0.00197515 0.00185614 0.00153436 0.0012622 0.00200672 0.00196217 0.00148597 0.000923648 0.000279464 0.000955649 0.00202952 0.00266431 0.00205968 0.00202453
internal_weight=0 883 761 741 720 144 576 540 462 435 70 78 56 2238 349 94 1889 255 189 161 1844 1727 214 131 69 48 1513 117 1475 1421
internal_count=3121 883 761 741 720 144 576 540 462 435 70 78 56 2238 349 94 1889 255 189 161 1844 1727 214 131 69 48 1513 117 1475 1421
is_linear=0
shrinkage=0.0138033


Tree=2695
num_leaves=31
num_cat=0
split_feature=4 3 9 0 44 48 2 124 40 13 15 2 1429 2 1452 457 12 159 4 1 51 4 48 1204 1204 1211 16 133 1374 49
split_gain=1.6893 0.600403 0.458365 0.342381 0.341591 0.339906 0.302336 0.286837 0.471728 0.278696 0.23511 0.232717 0.708143 0.563921 0.350059 0.335221 0.304595 0.300758 0.309715 0.391333 0.862137 0.629357 0.66632 0.338041 0.324232 0.397332 0.577561 0.270422 0.406414 0.323894
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.081805000000000017 0.14871000000000004 0.25063000000000007 -0.076779999999999987 0.051255000000000002 0.27266500000000005 -0.088429999999999995 0.08647500000000001 0.084545000000000009 0.086675000000000016 0.10391500000000002 0.064110000000000014 0.080890000000000017 0.14765500000000001 -0.49405499999999997 0.089625000000000024 0.10532000000000001 -0.111605 0.087310000000000013 -0.082759999999999986 -0.079429999999999987 0.077345000000000011 -0.079734999999999986 1.0000000180025095e-35 0.086000000000000007 0.10969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -2 -4 9 11 -3 12 14 -13 15 16 -9 18 -15 23 21 -21 -23 -20 -25 27 -27 -26 29 -29
right_child=6 10 4 -5 -6 -7 -8 8 -10 -11 -12 13 -14 17 -16 -17 -18 -19 19 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0015571159435270687 0.00082905622544553084 0.0018015517101467161 0.0011191805431056501 -0.0010553062921141272 0.0033647246983255163 -0.00013853243403566881 -0.00097600654677160289 0.0032153113515712389 -0.00038937488474465309 0.0033275775143212275 -0.00011544851905126025 -0.00079473128622299368 -0.00033450299478744955 0.002562605548721392 0.00018502079212280603 0.0037783255436976632 0.0020890912836170868 0.0035239126578868081 0.0036868425409863673 0.0021540907457259753 0.0033447269809149627 -0.0021032794745299076 0.0010002340479800644 -0.00017851302289372483 0.0014267265134641728 0.0048518291062395608 0.0017762527760060434 0.0020425691114478667 0.0040282995441293656 0.0010421066567408445
leaf_weight=27 341 22 110 22 38 20 24 62 21 35 52 20 28 118 21 32 906 25 23 28 27 35 32 20 390 25 36 465 22 94
leaf_count=27 341 22 110 22 38 20 24 62 21 35 52 20 28 118 21 32 906 25 23 28 27 35 32 20 390 25 36 465 22 94
internal_value=0 0.00183574 0.00187385 0.000384192 0.00190158 0.00188015 0.000710367 0.00189583 0.00193049 0.00195042 0.00045447 0.00193041 0.00210438 0.00179623 0.00217126 0.00221297 0.00216123 0.0018349 0.00180279 0.00172789 0.000893565 0.000196918 -0.000621004 0.00182257 0.00178181 0.00181981 0.00303673 0.00174336 0.0019559 0.00187433
internal_weight=0 2756 2682 49 2633 2595 365 2575 2465 2444 74 2409 1049 1360 1021 1000 968 1340 1315 1197 122 95 67 1075 1052 1032 61 971 581 559
internal_count=3121 2756 2682 49 2633 2595 365 2575 2465 2444 74 2409 1049 1360 1021 1000 968 1340 1315 1197 122 95 67 1075 1052 1032 61 971 581 559
is_linear=0
shrinkage=0.0155448


Tree=2696
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 4 1 2 2 4 1 2 150 2 131 2 4 2 131 47 51 0 3 52 1 16 43
split_gain=92.2075 15.8964 9.64441 8.10423 5.82167 4.79259 3.37754 2.88787 2.66644 2.45092 2.18623 2.04762 2.41128 1.53294 2.2682 1.31137 1.12977 1.03787 1.29921 0.981654 0.991597 0.898991 0.895171 0.871674 0.857843 1.09202 1.15533 0.853655 0.702822 0.699051
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.27834500000000006 0.077845000000000011 0.13501500000000002 0.14285500000000004 0.42051500000000003 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.086835000000000009 0.31358000000000003 -0.55119499999999988 0.088850000000000012 0.091440000000000007 0.090100000000000013 -0.085989999999999997 0.14486500000000005 -0.079979999999999982 0.047850000000000011 0.11669000000000002 0.13751500000000003 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 22 6 13 -4 -6 -5 15 12 -9 19 16 24 -15 18 -13 -1 -21 -2 23 -3 25 -7 -27 -25 -12 -11
right_child=1 2 7 9 8 10 -8 11 -10 29 28 17 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0020316287576390459 0.0017566557983237218 0.00053395630639838272 0.0011340403980728329 0.001559563584552468 0.0015402828947668101 0.0016768319273933157 0.0020102478362661403 0.00094081744461348312 0.00096728237131727063 0.0010895293088386295 0.00098009891205584447 0.00041626398325372827 0.00050910190216545809 0.0012433520878449946 0.0010578054121566326 0.0011875148520100799 0.0016219366288975311 0.00070029528903330855 -6.4647085668279673e-05 0.0017060469261353005 0.0016165504473129536 0.0013494537261857661 0.0011337944561382266 0.00094714160846336355 0.0012412175384196441 0.0013920637693688579 0.0016271815430534359 0.00067511224932087618 0.0013803016388114842 0.00072553523935621239
leaf_weight=21 54 22 26 28 69 149 76 59 32 49 27 62 85 23 23 29 274 22 20 941 516 20 33 128 23 127 101 41 21 20
leaf_count=21 54 22 26 28 69 149 76 59 32 49 27 62 85 23 23 29 274 22 20 941 516 20 33 128 23 127 101 41 21 20
internal_value=0 0.000929192 0.000840563 0.00161491 0.00103172 0.00163408 0.00167146 0.000613828 0.00135874 0.00115016 0.00148725 0.00055929 0.000685985 0.00165714 0.00155418 0.00152441 0.00159262 0.000383865 0.000298969 0.00167943 0.00167435 0.0016466 0.000884268 0.000841156 0.00154883 0.0015676 0.00149622 0.000881146 0.00115519 0.000984024
internal_weight=0 673 599 2448 325 2351 1874 274 101 97 477 248 144 1798 320 429 297 104 82 1478 1457 74 224 191 400 377 228 169 48 69
internal_count=3121 673 599 2448 325 2351 1874 274 101 97 477 248 144 1798 320 429 297 104 82 1478 1457 74 224 191 400 377 228 169 48 69
is_linear=0
shrinkage=0.0016407


Tree=2697
num_leaves=31
num_cat=0
split_feature=1 3 399 12 48 4 13 42 12 39 0 43 160 4 3 43 13 2 52 133 15 13 12 51 15 2 0 155 155 42
split_gain=1.72654 0.630781 0.57235 0.532581 0.480926 0.428212 0.376545 0.446831 0.3563 0.26418 0.263752 0.431206 0.840193 0.339432 0.316112 0.277139 0.296376 0.303204 0.287655 0.276114 0.278665 0.261026 0.35796 0.375194 0.277389 0.260556 0.24888 0.242685 0.313303 0.371487
threshold=0.096325000000000008 0.31370500000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.14174500000000004 0.042705000000000007 -0.0093149999999999986 -0.027559999999999998 -0.42850999999999995 0.090880000000000016 -0.068604999999999985 -0.083684999999999996 -0.080719999999999986 -0.52556499999999995 0.092670000000000016 -0.064334999999999989 -0.046499999999999993 0.11474000000000002 0.0046550000000000003 -0.0077049999999999992 0.093115000000000017 -0.23438999999999996 0.093765000000000015 0.10681500000000001 0.013270000000000002 0.15950500000000004 0.062580000000000011 0.10022500000000002 0.083440000000000014 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 5 21 -2 -8 -3 -9 14 12 -12 -13 27 -15 19 18 -18 -17 -21 -5 23 24 -23 -10 -14 28 -1 -30
right_child=1 8 -4 4 -6 -7 7 9 25 -11 11 13 26 15 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022464973640493801 0.0012836799726071654 0.0014250427621067289 -0.0013813448677114624 0.00065409884992430095 -0.00022715802665666349 0.0014084179220300779 0.0017627405194589954 -0.0021501102063614082 4.0794100486974701e-05 0.00034646112729640324 -0.002223358090821637 0.0041250323148547636 0.0023265214784617084 0.0033210188453319731 0.00082683810494113335 0.0022914086883177079 0.0020657719975617416 0.00099539651693330753 0.0042450161849804068 -0.00065058934192781834 0.0016618459403648766 0.0021810658978677674 0.0020006359974200907 0.0052157621446719191 0.0044790531839809713 -0.0021705303624413282 0.0002748598351462568 0.0008664505628488791 0.0051585243832263459 0.0020229887938995189
leaf_weight=1766 167 35 20 22 31 231 23 28 48 21 21 21 47 33 45 29 47 37 27 36 25 58 134 23 20 22 26 35 23 20
leaf_count=1766 167 35 20 22 31 231 23 28 48 21 21 21 47 33 45 29 47 37 27 36 25 58 134 23 20 22 26 35 23 20
internal_value=0 0.00126305 0.00142826 0.00150239 0.00180505 0.00193415 0.000845147 -0.000172005 3.88852e-05 -0.00108015 0.00214168 0.00171672 0.000742578 0.00207581 0.0022202 0.00189191 0.00165727 0.00223907 0.0028609 0.000939731 0.00029713 0.0024067 0.00257077 0.00332718 0.00277029 -0.000654194 0.00159579 0.0022542 0.00228105 0.00370014
internal_weight=0 883 778 758 519 488 239 72 105 49 2238 349 94 255 1889 234 201 111 74 90 61 257 235 101 78 70 73 1844 1809 43
internal_count=3121 883 778 758 519 488 239 72 105 49 2238 349 94 255 1889 234 201 111 74 90 61 257 235 101 78 70 73 1844 1809 43
is_linear=0
shrinkage=0.0168261


Tree=2698
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 11 1 12 4 1 4 0 2 1 1 1 12 40 4 0 3 13 12 50
split_gain=151.549 18.047 17.239 10.0609 9.5759 6.93699 6.41698 5.79446 4.89864 4.52241 4.04941 2.75553 2.10618 2.25951 1.9096 3.85303 1.60921 1.46596 1.44647 1.4187 1.33935 1.31268 1.24097 1.18692 1.10869 1.07248 1.02698 1.62503 0.892135 0.871559
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 0.087135000000000004 0.08401500000000002 -0.015039999999999998 0.089770000000000016 -0.04890499999999999 0.18019500000000002 0.11411 0.12958500000000003 0.13436000000000001 0.16175000000000003 0.090285000000000018 -0.077714999999999992 -0.0057249999999999992 -0.23194499999999998 -0.14847999999999997 -0.10278499999999999 0.093965000000000007 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 18 7 11 23 19 -4 14 12 25 24 17 22 -10 26 28 -9 -18 -7 -16 -3 -14 -1 -8 -28 -2 -13
right_child=1 5 9 -5 -6 21 10 8 16 -11 -12 29 13 -15 15 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.002185072496509352 0.0018321458611933765 0.00054091792479115839 0.0015518069811820241 0.00094613579644779321 0.00072720685788032688 0.00028685645083569716 0.001895914904037203 0.0016254152906470855 0.0011514354350567488 0.00083336771180051925 0.0011121477647692433 0.0019786557169713978 0.0011110914326399361 0.0017320797282968717 0.0017416444750725168 0.0010259435562114995 0.0007257040148961546 0.0012775380790489151 0.0010878933216949594 0.0010216448070757562 0.0003172494950834872 -0.00017591462730450741 0.0015306110685324606 0.0001632455257747689 0.0015573709632242937 0.0018104534415010337 0.0012713602381579962 0.0017226365848372486 0.0014733241255993641 0.0023673420655530874
leaf_weight=21 26 42 34 45 74 77 83 22 20 77 41 44 23 360 117 34 128 20 20 20 26 21 209 48 43 1008 23 325 66 24
leaf_count=21 26 42 34 45 74 77 83 22 20 77 41 44 23 360 117 34 128 20 20 20 26 21 209 48 43 1008 23 325 66 24
internal_value=0 0.000762295 0.00168567 0.00171467 0.0011852 0.000567593 0.00172923 0.00068926 0.000834997 0.00105343 0.00161521 0.00179302 0.00177793 0.00168092 0.00164064 0.00155153 0.000713605 0.00171177 0.0014878 0.00133791 0.000656744 0.000187691 0.00160635 0.000339493 0.00140185 0.0018181 0.00173192 0.00169281 0.00157473 0.00211584
internal_weight=0 590 2531 2420 186 404 2375 306 216 111 852 1523 1455 426 811 360 174 451 112 42 154 98 326 90 66 1029 431 348 92 68
internal_count=3121 590 2531 2420 186 404 2375 306 216 111 852 1523 1455 426 811 360 174 451 112 42 154 98 326 90 66 1029 431 348 92 68
is_linear=0
shrinkage=0.0016407


Tree=2699
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 2 4 2 4 14 47 1 40 4 47 12 50 3 0 16 16 49 3 16 4 43 2
split_gain=141.588 16.5923 14.3897 9.95798 9.26856 5.67183 5.59964 5.00011 4.81389 4.26982 2.94075 2.83325 2.64703 2.21222 1.91159 1.81827 1.80421 1.7971 1.70879 1.46204 1.3312 1.28944 2.07755 1.21148 1.14063 1.26815 1.26036 1.06469 1.00067 2.45049
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.091475000000000015 0.27287000000000006 -0.17966999999999997 0.14285500000000004 0.40124500000000002 0.11389000000000002 0.053180000000000012 0.076175000000000007 0.077555000000000013 0.15471500000000002 -0.065969999999999987 -0.064054999999999987 0.091680000000000011 0.13597000000000004 0.086295000000000011 0.090900000000000009 -0.11173999999999999 -0.43320999999999993 -0.073404999999999984 -0.063424999999999981 -0.013929999999999998 -0.11118499999999999 -0.036839999999999991 -0.079914999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 12 8 -6 15 27 13 18 21 16 -8 -3 -1 24 23 -10 -18 22 -4 -7 25 -9 -26 -5 -2 -30
right_child=1 6 5 9 7 11 14 17 19 -11 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.002153959322116622 0.00082315002228523554 0.00082123434948014372 0.0021270718125089324 0.0022101775504966901 0.0021044214398576191 0.0021151562402732579 0.00060137246727059188 0.0010484948930729867 0.00022018447237903804 0.0011248405185000873 0.0013079833719277611 0.0017134074110147681 0.0025679681657147751 0.0024347556635594312 0.00012806069178523054 0.0014575253495517689 0.0018911649413966745 0.0016662734710288099 0.0015654777552613468 0.00088985842657941696 0.0014221133668633138 0.0021382630618697095 0.0014063702179140233 0.0019566474761349597 0.0013007691814669543 0.0016025934011966818 0.00082106802350792542 0.0017874500294096415 0.001606437702328056 0.0010020812031782411
leaf_weight=69 47 20 35 29 28 249 140 23 23 29 22 139 46 33 35 56 84 31 29 20 26 1156 21 434 32 33 41 60 28 103
leaf_count=69 47 20 35 29 28 249 140 23 23 29 22 139 46 33 35 56 84 31 29 20 26 1156 21 434 32 33 41 60 28 103
internal_value=0 0.00101767 0.00200308 0.00132042 0.00169774 0.00206418 0.000712863 0.00139823 0.00101603 0.0017285 0.00193837 0.00194997 0.00214145 0.00200379 0.00050671 0.00129008 0.00192434 0.00127465 0.00199615 0.000531661 0.0017803 0.00212526 0.00185681 0.00201443 0.00118054 0.00137502 0.00103135 0.00192519 0.0010499 0.00113126
internal_weight=0 590 2531 296 422 2109 294 188 119 118 234 851 1258 212 175 76 179 160 712 43 110 1212 56 683 129 56 73 89 178 131
internal_count=3121 590 2531 296 422 2109 294 188 119 118 234 851 1258 212 175 76 179 160 712 43 110 1212 56 683 129 56 73 89 178 131
is_linear=0
shrinkage=0.00181146


Tree=2700
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 16 2 4 34 47 14 0 43 4 52 2 3 4 3 13 0 16 3 0 43
split_gain=114.682 14.2341 12.67 8.01886 7.37856 4.91243 4.66544 4.18643 3.56437 3.37036 2.89943 2.62623 2.34064 2.21195 2.04501 1.83861 1.69609 1.89645 2.9259 1.63581 2.25512 2.40352 1.60552 1.66951 1.38094 1.21535 1.95492 1.04242 1.02939 0.986669
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.091475000000000015 -0.16363499999999997 0.40124500000000002 0.11389000000000002 -0.040964999999999994 0.13754500000000003 0.053180000000000012 -1.0000000180025095e-35 0.077555000000000013 0.076175000000000007 -0.066089999999999996 -0.04652499999999999 -0.14098499999999997 1.0000000180025095e-35 0.10402500000000002 -0.0049599999999999991 -0.064054999999999987 0.090900000000000009 -1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 -0.13309499999999996 -0.10011499999999998 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 9 11 15 -6 -5 14 -7 13 16 -3 22 25 28 18 -18 20 21 -9 -1 -24 -15 26 -4 -19 -8 -2
right_child=1 5 6 8 7 10 12 19 -10 -11 -12 -13 -14 24 -16 -17 17 27 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001858274613446044 0.00079984091321884995 0.00037853889105125669 0.0018370461628405266 0.0016744565994619813 0.0017808084540403141 0.00072843741069389032 0.0020829156113565672 0.00095960892376286907 0.00099889250425858837 0.0010405623009817797 0.0013759568255580282 0.00032444220669675865 0.0014890089005560059 0.00067590711382790371 0.0021115374301649194 0.0021764872357160222 0.0008319126139772772 0.0019138091875466178 0.0015892812046907018 0.0015201534580144159 0.00077281632880237254 0.0015443406946498296 0.0016473343859002133 0.0011620539142800374 0.0011437315063367497 0.0018472856297893003 0.0011911790555551235 0.0015983019572612443 0.0017583861155859018 0.0010521744999266837
leaf_weight=69 75 40 35 89 31 45 29 45 29 22 34 102 139 43 33 46 20 47 50 23 54 35 84 26 30 1156 21 78 488 103
leaf_count=69 75 40 35 89 31 45 29 45 29 22 34 102 139 43 33 46 20 47 50 23 54 35 84 26 30 1156 21 78 488 103
internal_value=0 0.000911067 0.00173038 0.00117012 0.00146568 0.000650248 0.00178335 0.0012188 0.00150843 0.00166403 0.00100712 0.000519119 0.00168765 0.000694845 0.00172873 0.00184809 0.00172643 0.00159343 0.00137289 0.00110783 0.00103706 0.00121543 0.00165816 0.00153263 0.000868164 0.00183562 0.00159485 0.00171693 0.00177659 0.000945854
internal_weight=0 590 2531 296 422 294 2109 188 118 234 79 215 851 113 212 1258 712 195 70 157 134 80 179 110 73 1212 56 125 517 178
internal_count=3121 590 2531 296 422 294 2109 188 118 234 79 215 851 113 212 1258 712 195 70 157 134 80 179 110 73 1212 56 125 517 178
is_linear=0
shrinkage=0.00167351


Tree=2701
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 3 2 47 4 41 15 12 52 1 124 4 3 0 1 0 43 3 41 43 2
split_gain=120.192 14.6361 12.7065 9.11278 8.34738 5.16213 4.76913 4.12094 3.98303 2.71735 2.62536 2.4681 2.42251 2.39722 2.23925 2.15427 1.65478 1.62044 2.24335 2.04411 1.55402 2.51854 1.19585 1.43255 1.1222 1.11765 1.03143 1.02487 0.959135 2.46736
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.091475000000000015 0.40124500000000002 -0.17966999999999997 -0.034884999999999992 -0.11171999999999999 0.13754500000000003 0.077555000000000013 0.033845000000000007 0.075585000000000013 0.13592500000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.064054999999999987 0.092670000000000016 -0.11173999999999999 0.07635500000000002 -0.10011499999999998 -0.082689999999999986 -0.065819999999999976 0.083525000000000016 -0.079914999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 11 14 -5 -6 -7 -1 16 20 15 22 24 -3 18 19 -10 -12 -22 23 -4 -8 -20 -26 -16 -2 -30
right_child=1 5 6 7 8 9 13 -9 17 -11 12 -13 -14 -15 27 -17 -18 -19 25 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0012721250609149348 0.00079806869598517398 0.00060010315556718169 0.0018981911038398384 0.0018010670168986818 0.0018944288180738522 0.00083883979505035473 0.0022023352263360013 0.0010601427473049415 0.0010346921315417556 0.0014911534946509997 0.0020036989101321549 0.00038380312036328395 0.0022794768099001 0.0016029005885217812 0.0024539596408289371 0.0013233529461018816 0.0010346037432453861 0.001615815635816446 0.0011607229515511045 0.001646014331783435 0.0017764946415426638 0.0011373941718484043 0.0019548639011768509 0.0013337868350152486 0.0018666450650382284 0.00073505061307757016 0.0016617567104941732 0.0020253755999996943 0.0015316271608191139 0.00096017116835140867
leaf_weight=26 47 74 38 89 28 49 26 29 30 30 56 102 32 156 37 23 39 23 32 34 98 22 1134 20 564 41 82 29 28 103
leaf_count=26 47 74 38 89 28 49 26 29 30 30 56 102 32 156 37 23 39 23 32 34 98 22 1134 20 564 41 82 29 28 103
internal_value=0 0.000983177 0.00183872 0.00125112 0.00156834 0.000713411 0.00189282 0.00161898 0.0013005 0.00108655 0.00178352 0.000576303 0.00184745 0.00179413 0.00195958 0.00183705 0.000750064 0.00119656 0.00112617 0.00135946 0.0017689 0.00165933 0.00194264 0.00170357 0.00185463 0.000921647 0.00184064 0.00226564 0.00100726 0.00108231
internal_weight=0 590 2531 296 422 294 2109 118 188 79 234 215 208 851 1258 695 113 160 137 64 176 120 1192 58 672 73 646 66 178 131
internal_count=3121 590 2531 296 422 294 2109 118 188 79 234 215 208 851 1258 695 113 160 137 64 176 120 1192 58 672 73 646 66 178 131
is_linear=0
shrinkage=0.00170698


Tree=2702
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 376 11 10 2 16 16 133 2 13 15 150 16 3 4 16 1 2 1 2 1429 1444 401 42 13 13
split_gain=3.45046 0.852337 0.502096 0.613582 0.381094 0.367887 0.35837 0.334344 0.301977 0.391461 0.297536 0.263094 0.40048 0.367711 0.293998 0.343078 0.262944 0.256719 0.350946 0.466929 0.42564 0.336622 0.441055 0.632809 0.383238 0.298928 0.306552 0.387641 0.481399 0.518759
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.084545000000000009 0.095720000000000013 -0.062879999999999978 0.13404500000000005 0.13751500000000003 -0.25582999999999995 0.089200000000000015 0.13712500000000002 -0.059629999999999996 0.013270000000000002 0.11648500000000002 -0.046599999999999996 0.10299500000000002 -0.46376499999999993 0.19444000000000003 0.085345000000000018 0.087625000000000022 0.089625000000000024 0.097845000000000015 0.084770000000000012 -0.083144999999999983 0.11336 0.088295000000000012 -0.051094999999999995 -0.066634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 11 5 -1 8 -4 17 -10 -2 12 14 -13 15 -3 -14 18 19 -6 -21 24 -23 -24 25 -20 27 -27 29 -29
right_child=1 2 7 -5 6 -7 -8 -9 9 -11 -12 13 16 -15 -16 -17 -18 -19 21 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010840452864791851 0.0014289368344560793 0.0016559488652700635 -0.0014712167247367197 0.0038369111476704576 0.0052177571336754222 0.0031182551678190376 0.0006902325393229043 0.00061107226917030588 0.00034027784981674285 0.0029725598675419428 0.0025185714292445096 0.0012304601072732194 0.0010542648393941068 -0.0011406280796413724 0.002937092651120458 -8.0276082321597932e-05 -0.00098938696337194459 0.0016773333191829084 0.0046697530121869715 0.0014816601676538985 0.0039412488874895346 0.0025461630103168621 -0.00072123996971190467 0.0026542923337617426 0.0012170078377349339 0.0029890561638820238 0.0042092215993841898 0.0023260387263243061 0.0039397303597590643 8.8020457694223942e-06
leaf_weight=65 80 191 21 20 27 27 20 78 27 22 164 36 35 23 32 28 22 53 20 26 36 955 22 26 30 732 35 210 35 23
leaf_count=65 80 191 21 20 27 27 20 78 27 22 164 36 35 23 32 28 22 53 20 26 36 955 22 26 30 732 35 210 35 23
internal_value=0 0.00145491 0.00110026 0.00133839 0.0026055 0.00168104 0.00264249 0.000169375 0.00265962 0.00152212 0.00216131 0.00120224 0.00137389 0.000306138 0.0016256 0.00143397 0.000265487 0.00268462 0.00270914 0.00360997 0.00290981 0.00267074 0.0024773 0.00110717 0.00284957 0.00289599 0.00286171 0.00281455 0.00233791 0.0020973
internal_weight=0 730 486 387 2391 92 2299 99 2279 49 244 367 308 59 251 219 57 2230 2177 89 62 2088 1003 48 1085 1055 1035 1000 268 233
internal_count=3121 730 486 387 2391 92 2299 99 2279 49 244 367 308 59 251 219 57 2230 2177 89 62 2088 1003 48 1085 1055 1035 1000 268 233
is_linear=0
shrinkage=0.0146482


Tree=2703
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 2 2 150 0 15 4 1 1 12 4 47 0 1 3 1 3 13 0 12 0
split_gain=111.452 17.8172 12.339 9.33909 6.76153 5.39734 3.27867 3.00831 2.93133 2.78559 2.69838 2.60058 1.49652 1.4459 2.93431 1.62741 1.52032 1.29668 1.17808 1.23896 1.04331 0.932332 0.810901 0.783149 0.767521 0.743354 0.733881 0.678822 0.652166 0.618595
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.40945500000000007 0.14530500000000005 0.11474000000000002 0.14122000000000004 1.0000000180025095e-35 -0.10607499999999999 -0.10653 0.0061450000000000003 0.083345000000000016 0.15471500000000002 0.087695000000000009 -0.51843499999999987 0.090100000000000013 -0.060129999999999996 0.11588000000000001 -0.13927999999999999 0.089875000000000024 0.088060000000000013 -1.0000000180025095e-35 0.051010000000000007 0.11734000000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 -5 9 -4 22 12 23 14 -1 18 -16 26 19 -15 29 -20 -6 -7 -21 -18 -10 28 -25 -3
right_child=1 2 8 7 10 11 -8 -9 17 -11 -12 -13 -14 15 16 -17 25 -19 21 24 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0014914427184984937 0.0012599785467324659 0.00063574365346086954 0.00053250425573269928 0.0012059004962360548 0.0012789773023789397 0.0013577663264112232 0.0016721614129670214 0.00052923752627234092 -5.4928660352692517e-05 -2.7399489263514282e-05 0.00044076855193665124 0.00069125752024330885 0.00077465649271156358 0.0017996843223656537 0.0012197312786179188 0.0011128561291029601 0.00055981729936150086 -0.00036334915653243459 0.0012996073696372071 0.0013808145942548872 0.00069875367028392373 0.0010203030593458299 0.0009161263903685171 0.0011907000121421482 0.0010504320704588894 0.00096204635970903311 0.00026398098256052847 0.00083387412282338077 0.00093242833335056114 0.00033139215631703599
leaf_weight=47 74 23 65 28 43 62 76 69 100 46 23 41 30 21 40 110 26 35 778 686 34 38 33 291 22 30 28 20 33 169
leaf_count=47 74 23 65 28 43 62 76 69 100 46 23 41 30 21 40 110 26 35 778 686 34 38 33 291 22 30 28 20 33 169
internal_value=0 0.000453972 0.000354398 0.001254 0.000583849 0.00127585 0.00131793 0.000724563 8.22401e-05 0.000300472 0.000963292 0.00111049 0.00114991 0.00130296 0.00113499 0.00131748 0.000960478 -6.63719e-05 0.00133204 0.00138291 0.000417633 0.0012866 0.00112142 0.00117764 0.00137055 0.000775297 1.48328e-05 0.00114518 0.00116439 0.000367851
internal_weight=0 673 599 2448 325 2351 1874 97 274 111 99 477 436 1798 143 1655 96 163 1545 729 226 816 76 406 708 56 128 344 324 192
internal_count=3121 673 599 2448 325 2351 1874 97 274 111 99 477 436 1798 143 1655 96 163 1545 729 226 816 76 406 708 56 128 344 324 192
is_linear=0
shrinkage=0.00174112


Tree=2704
num_leaves=31
num_cat=0
split_feature=1 3 0 2 4 2 14 123 15 3 3 15 13 3 16 13 48 15 41 132 13 159 4 3 0 43 51 13 159 11
split_gain=3.32729 0.804428 0.512236 0.50455 0.382928 0.376112 0.343884 0.340511 0.323333 0.323199 0.722958 0.533584 0.370928 0.367957 0.298872 0.459873 0.285292 0.347346 0.260096 0.251916 0.504619 0.250956 0.391612 0.323541 0.466579 0.320328 0.241854 0.473444 0.333753 0.412131
threshold=0.10312500000000001 -0.028564999999999997 0.089620000000000019 0.11474000000000002 0.40124500000000002 0.094835000000000017 0.086645000000000014 0.084025000000000016 -0.41942499999999994 0.076840000000000006 0.11658 -0.0088349999999999974 -1.0000000180025095e-35 -0.0025099999999999996 -0.51370499999999997 -0.28558999999999996 0.08955500000000001 -0.45963999999999994 0.083975000000000008 0.10240500000000001 -0.0057949999999999989 0.082585000000000006 0.022185000000000003 -0.13309499999999996 -0.030209999999999997 -0.016814999999999997 0.10994000000000002 -0.0013449999999999996 0.11389500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 8 5 6 26 19 -2 12 -11 14 13 -3 -12 16 17 -16 -5 21 -21 23 -23 25 -25 -7 28 -28 29 -1
right_child=1 2 -4 18 -6 7 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0025649977954104314 0.00066359265520762011 0.0013303147986795912 -0.0012567398769500213 0.00066642120006389454 0.00055167410070421552 0.0046698641030017991 0.0040632424125400324 0.00077840883611282456 0.0025073565045360424 0.0030430027566766701 0.00024506379302430422 -0.00057356968512642034 -0.0012286833909420725 -0.00019912422776746029 0.00067960695725738189 0.00294513243361051 0.00016989311021335665 0.003208643813630382 0.0024694717955580127 0.0026643333562078194 -0.00048750048281865949 0.0040442840523944087 0.0020826186703511054 0.0022457892034573315 0.00086693315492824446 0.0024030904063744142 0.0024866761644208981 -0.00015996858873230837 0.0013653412166428382 0.0039027716326959358
leaf_weight=1545 22 96 21 77 22 20 31 35 181 44 38 36 21 49 24 41 38 21 21 22 20 41 43 356 59 36 46 20 46 49
leaf_count=1545 22 96 21 77 22 20 31 35 181 44 38 36 21 49 24 41 38 21 21 22 20 41 43 356 59 36 46 20 46 49
internal_value=0 0.00132989 0.000930568 0.00189902 0.00243759 0.00245511 0.00256426 0.00215512 0.00230754 0.00104315 0.00137791 0.00100789 0.000555125 0.00081347 0.00135933 0.00170079 0.00108612 0.00185982 0.00105279 0.00223583 0.00116346 0.00231699 0.0030401 0.00218802 0.00204976 0.00321265 0.00253702 0.00168466 0.00257132 0.00260612
internal_weight=0 730 429 301 2391 2369 1737 632 203 408 242 198 166 145 162 124 83 45 98 597 42 555 84 471 415 56 1706 66 1640 1594
internal_count=3121 730 429 301 2391 2369 1737 632 203 408 242 198 166 145 162 124 83 45 98 597 42 555 84 471 415 56 1706 66 1640 1594
is_linear=0
shrinkage=0.0143609


Tree=2705
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 11 1 2 4 12 2 4 0 0 51 1 1 1 150 15 4 0 16 1 52 15
split_gain=158.571 18.8094 16.1245 10.4185 10.3551 7.16843 7.1637 4.50812 6.18545 4.47998 4.43342 3.69883 2.14249 2.08825 2.01652 1.97676 2.1486 2.01903 1.93591 1.65614 1.59116 1.58001 1.53745 1.47041 1.35206 3.48539 1.31186 1.21534 1.127 1.11893
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.10060500000000001 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 -0.04890499999999999 0.09320500000000001 0.11411 0.0061450000000000003 -0.11173999999999999 -0.07929499999999999 0.086310000000000012 0.13436000000000001 0.12000500000000001 0.12958500000000003 0.081835000000000019 -0.41942499999999994 -0.35136499999999998 -0.060129999999999996 -0.12029499999999999 0.13075500000000004 -0.082554999999999976 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 14 9 7 20 21 15 -4 22 -10 -11 -2 16 28 -18 23 -14 -3 -9 -7 -8 -19 -26 -17 -6 -1 -28
right_child=1 6 10 -5 27 11 18 8 12 13 -12 -13 19 -15 -16 26 17 24 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0021177977500797468 0.0018913505145172183 0.00098523119174707551 0.0018678918161526578 0.0012061860592089441 0.0011132337487821508 0.0019150848173973781 0.00049713697721159291 0.0019671805699235131 0.001447248385187463 0.0025712221777899297 0.0011278184082068104 0.001352094655797576 0.00093316470015847525 0.0020024954528943145 0.0012933109083763585 0.0020398537273526749 0.002131173460010335 0.002216308304537631 0.00071438084165401572 0.00046061716605134766 0.00047198080208292904 0.00130426803700839 0.0014511210948280732 -2.9714239117926892e-05 0.0020021051621096492 0.0013936159339137755 0.0021087983798233601 0.00064592616645594994 0.0016324318858869603 0.0016746930082514836
leaf_weight=20 92 24 34 45 50 385 29 22 20 76 77 41 128 25 20 103 1138 66 36 26 66 20 22 33 320 30 22 24 46 81
leaf_count=20 92 24 34 45 50 385 29 22 20 76 77 41 128 25 20 103 1138 66 36 26 66 20 22 33 320 30 22 24 46 81
internal_value=0 0.00100799 0.00199068 0.00201986 0.00145717 0.00203527 0.000801188 0.000929823 0.00106356 0.00208049 0.00135451 0.00184078 0.000921644 0.00243045 0.00178456 0.00206113 0.00208116 0.00209397 0.000399532 0.000853384 0.000608848 0.00165151 0.00189001 0.000216716 0.00199221 0.00194995 0.00190363 0.000961675 0.00177951 0.00176741
internal_weight=0 590 2531 2420 186 2375 404 306 216 1927 111 448 174 101 112 1826 1620 1554 98 154 90 42 407 62 416 350 206 74 66 103
internal_count=3121 590 2531 2420 186 2375 404 306 216 1927 111 448 174 101 112 1826 1620 1554 98 154 90 42 407 62 416 350 206 74 66 103
is_linear=0
shrinkage=0.00170698


Tree=2706
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 2 4 52 150 49 1 1 0 12 4 50 16 40 2 475 15 4 15 151
split_gain=143.394 23.5109 11.4958 11.4163 8.44489 7.11359 5.42644 5.41516 4.23797 3.5895 3.46514 2.29019 2.13136 1.89277 1.78787 1.76942 1.65464 1.53181 2.55989 1.62958 1.78079 1.37736 1.24467 1.19653 0.969445 0.955749 0.931279 0.922477 0.91495 1.11536
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14285500000000004 0.077845000000000011 -0.090999999999999984 -0.15464999999999998 -0.52606999999999993 1.0000000180025095e-35 -0.054984999999999992 0.12408500000000001 0.086920000000000011 -0.23001499999999997 0.09141500000000001 -0.51253999999999988 0.041865000000000006 -0.065229999999999996 -0.077714999999999992 0.11411 -0.082014999999999991 -0.41942499999999994 0.061775000000000004 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 23 27 11 14 -4 -1 -9 -2 25 -15 -14 19 -19 20 -13 28 -21 -3 -5 -7 -26 -8 -6 -30
right_child=1 4 10 24 21 9 7 12 -10 -11 -12 17 16 15 -16 -17 -18 18 -20 22 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0014488109406578156 0.0020797996624122269 0.0008021858408769891 0.0018723195621683881 0.0012437164040781633 0.0005066004902610845 0.0020938479378465225 0.0018185816136722002 0.0014776055612268136 0.0024076994493310933 0.0012831465593224724 0.0011603340277887505 0.0025554060995636972 0.00099617528801751367 0.0012177749059341526 0.0014213834848479836 0.0017759937334641026 0.0006338399586790066 0.0014049465349047208 0.0019480850537246502 0.0020163887846455452 0.0020532409869361882 0.00074664598261628672 0.0017975860388615861 0.00042071422194093979 0.0010691381291175442 0.0018247873767103578 0.00061956898278835279 0.0013673926778174992 0.00039707056968769244 -0.00013503578758414001
leaf_weight=22 45 46 28 30 29 43 23 20 76 39 69 21 125 21 30 78 52 27 398 176 1021 23 133 50 29 365 25 31 22 24
leaf_count=22 45 46 28 30 29 43 23 20 76 39 69 21 125 21 30 78 52 27 398 176 1021 23 133 50 29 365 25 31 22 24
internal_value=0 0.00105207 0.00194174 0.0014978 0.000823698 0.0019655 0.000948664 0.00108068 0.00201287 0.00177939 0.00136586 0.00199618 0.00094941 0.00178953 0.00182357 0.00165758 0.000889726 0.00200296 0.00191358 0.00203108 0.00206336 0.000381214 0.00192221 0.000603503 0.000997687 0.00185314 0.000861004 0.00155957 0.000269148 0.00011945
internal_weight=0 673 2448 228 445 2351 347 251 1874 477 97 1798 197 144 438 99 177 1776 425 1351 1042 98 309 96 84 408 54 54 75 46
internal_count=3121 673 2448 228 445 2351 347 251 1874 477 97 1798 197 144 438 99 177 1776 425 1351 1042 98 309 96 84 408 54 54 75 46
is_linear=0
shrinkage=0.00170698


Tree=2707
num_leaves=31
num_cat=0
split_feature=1 4 1 150 12 457 3 49 0 15 2 2 0 3 480 4 2 151 160 52 1210 483 1429 52 14 52 1447 402 3 1
split_gain=4.02478 0.776525 0.578658 0.475485 0.408191 0.405484 0.366547 0.41911 0.610875 0.666545 0.35626 0.345861 0.455999 0.455993 0.345865 0.391232 0.34241 0.298323 0.339021 0.31094 0.286021 0.280801 0.368541 0.558811 0.353742 0.35505 0.426883 0.324106 0.501115 0.438814
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 0.084680000000000019 -0.010834999999999999 0.062030000000000009 -0.13309499999999996 -0.015259999999999998 -0.10474999999999998 -0.41942499999999994 1.0000000180025095e-35 0.097070000000000004 -0.026509999999999995 -0.097174999999999984 -0.068944999999999992 -0.023539999999999995 0.10276500000000001 -0.0062849999999999989 -0.4136149999999999 0.31359500000000001 -0.42132499999999995 -0.095084999999999989 0.084770000000000012 -0.057699999999999994 0.062655000000000016 0.11277500000000001 -0.076814999999999981 -0.020594999999999999 -0.079724999999999976 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 10 -4 -6 -3 -8 -9 -10 -2 14 17 -14 15 -1 -7 -13 -19 -20 -16 -22 24 -24 25 27 -27 28 -23 -29
right_child=1 6 4 -5 5 16 7 8 9 -11 -12 12 13 -15 20 -17 -18 18 19 -21 21 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.004752103166036417 0.0025868918856148488 0.0017229579308734911 0.0013376635940081927 0.00085920496717650503 0.0024356800325389932 0.0022798198593218465 -0.001259151527008675 0.0016770123704362276 0.00069919030863749287 -0.0015118623236749693 0.0014249598130751501 0.0040279966946905133 4.8835728430794622e-05 0.0021723114643599183 0.004259599866103813 0.0025011327006361087 1.685194158126899e-05 0.003719402736543401 0.0023515323632144836 0.00068475828718762659 0.0036078896178292062 0.0029409951425579651 0.00045325832950131491 0.0025729906645441387 0.0037166496254282888 0.00036203977945864355 0.0023131510230056688 0.0026559968520163146 0.0050815758693835249 0.0013550928950222226
leaf_weight=31 112 53 105 82 368 24 23 71 94 34 85 21 31 46 20 26 25 31 300 22 52 155 36 62 55 25 115 944 23 50
leaf_count=31 112 53 105 82 368 24 23 71 94 34 85 21 31 46 20 26 25 31 300 22 52 155 36 62 55 25 115 944 23 50
internal_value=0 0.00122212 0.00249396 0.00172512 0.0020918 0.0022817 0.000711799 0.000470396 0.000670294 0.000111879 0.00208555 0.00259661 0.00226575 0.00131741 0.00269022 0.00372534 0.00112524 0.002461 0.00236778 0.00223765 0.00265183 0.00263064 0.00259595 0.00179431 0.00265342 0.00260885 0.00196474 0.00268579 0.00321759 0.00259056
internal_weight=0 554 2567 279 522 417 275 222 199 128 197 2045 451 77 1594 57 49 374 353 322 1537 1517 1465 98 1367 1312 140 1172 178 994
internal_count=3121 554 2567 279 522 417 275 222 199 128 197 2045 451 77 1594 57 49 374 353 322 1537 1517 1465 98 1367 1312 140 1172 178 994
is_linear=0
shrinkage=0.0135326


Tree=2708
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 2 4 2 157 13 14 47 47 4 3 15 52 2 3 4 1 0 0 15 16 1 16
split_gain=73.3978 9.29312 7.50662 6.59139 5.40863 3.91568 3.29065 2.84457 2.81016 2.16236 2.13369 1.59728 1.84912 1.43939 1.40645 1.34943 1.32315 1.45941 1.26194 1.19113 1.56649 1.74417 1.04141 1.02786 0.956998 0.915927 1.59053 0.743853 0.728311 0.713395
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.16363499999999997 0.14285500000000004 0.033845000000000007 0.11389000000000002 -0.071119999999999989 -0.00096999999999999983 0.076175000000000007 0.077555000000000013 0.078345000000000012 -0.064054999999999987 0.090900000000000009 0.13592500000000005 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 0.024790000000000003 0.16540500000000002 -0.097024999999999986 -0.11242999999999999 -0.095244999999999982 -0.013024999999999998 0.122715 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 -3 13 -6 11 18 14 -5 15 25 16 -13 -1 27 24 20 21 -9 -14 -7 -8 26 -4 -18 -2 -26
right_child=1 5 6 8 7 23 9 19 -10 -11 -12 12 22 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0017251478568028555 0.0015293370157633763 0.00083659830277843126 0.0017781347552906716 0.00050088341702601998 0.0016229665362550345 0.00046307966461338362 0.0018872465056348055 0.00090775496521445674 0.00045971191289741626 0.0013470493389919653 0.0009846512157539772 0.00072722338431611803 0.0015903526536269071 0.0020022326797119179 0.0019396934391384495 0.0012077188996877705 0.0013841829987224373 0.0010162178709553413 0.001149525096963959 0.0013989568167168177 0.0007006608937475975 0.0014797446378006696 0.001048793527163288 2.2521379329054716e-05 0.001647858475089974 0.0016792666450119878 0.0010581907870846107 0.0017445073520385593 0.001173370543460774 0.0015296004402429635
leaf_weight=69 80 133 20 20 31 130 35 52 44 171 22 56 27 46 33 31 53 26 23 23 54 28 22 21 281 1053 22 31 26 458
leaf_count=69 80 133 20 20 31 130 35 52 44 171 22 56 27 46 33 31 53 26 23 23 54 28 22 21 281 1053 22 31 26 458
internal_value=0 0.000846131 0.00156981 0.00106953 0.00134486 0.000605426 0.00161482 0.00111149 0.000872109 0.00153558 0.00153235 0.000988426 0.00106012 0.00168205 0.00158919 0.000898434 0.00152457 0.00139876 0.00157603 0.0010105 0.000943819 0.00110795 0.0013472 0.00040181 0.00158871 0.00166859 0.00140102 0.00151716 0.00144202 0.00157457
internal_weight=0 590 2531 306 422 284 2109 188 200 968 234 156 136 1141 212 87 179 110 797 157 134 80 49 151 774 1095 42 84 106 739
internal_count=3121 590 2531 306 422 284 2109 188 200 968 234 156 136 1141 212 87 179 110 797 157 134 80 49 151 774 1095 42 84 106 739
is_linear=0
shrinkage=0.00184769


Tree=2709
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 4 2 12 4 2 2 0 12 457 1 47 3 50 15 16 13 0 16 40 0 4 12 43 2
split_gain=120.625 15.4105 11.8011 8.81006 5.99627 5.12026 4.75536 4.68246 3.97463 3.93847 3.77237 3.3689 2.99105 2.61852 2.58882 1.93552 1.89954 1.48083 1.32435 1.27033 1.19587 1.86266 1.19181 1.64738 1.18433 1.1576 1.05081 1.03548 0.935991 2.3512
threshold=0.10752500000000002 0.12337000000000002 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.27287000000000006 0.14285500000000004 -1.0000000180025095e-35 0.40124500000000002 0.13404500000000005 0.090425000000000019 -0.14920999999999998 1.0000000180025095e-35 0.094310000000000019 0.16540500000000002 0.077555000000000013 -0.14847999999999997 0.086295000000000011 0.079055000000000014 -0.013024999999999998 -0.029529999999999997 -0.094654999999999975 -0.29154999999999992 -0.065969999999999987 -0.060129999999999996 -0.0070899999999999991 0.095780000000000018 -0.079914999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 28 10 11 7 24 -6 26 16 12 -1 -13 -10 -8 19 -15 -9 20 -4 -22 23 -19 -3 -14 -5 -24 -2 -30
right_child=1 6 4 9 8 -7 15 18 14 -11 -12 13 25 17 -16 -17 -18 22 -20 -21 21 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025350805141113575 0.00088923521932052977 0.00094642700237019574 0.0016647709539250408 0.0020780092656688801 0.0011933559071459739 0.0011999640448560681 0.00066682119627630852 0.0003062364184681148 0.001845002981523892 0.0011562717243206765 0.0013433554658895265 0.0013664004468563295 0.0020537256423734866 0.0021426199767216442 0.0011562863385175253 0.00010334316925874751 0.0023001589199746625 0.0019472979061067844 0.00091884904698164862 0.0020983578962982734 0.0015909918958894301 0.0020833175041544724 0.0020016769724084216 0.0014444036090056796 0.0014400132425054246 0.0017076156660775239 0.0016994166671096484 0.0018375999751022967 0.0016230274824599032 0.0010540282445485238
leaf_weight=39 47 20 101 46 90 24 154 23 78 29 40 26 1246 86 21 21 34 40 20 55 34 74 267 39 56 30 43 207 28 103
leaf_count=39 47 20 101 46 90 24 154 23 78 29 40 26 1246 86 21 21 34 40 20 55 34 74 267 39 56 30 43 207 28 103
internal_value=0 0.00106415 0.00193838 0.00134459 0.00170654 0.00199934 0.000781804 0.00105033 0.00145817 0.00171352 0.00184542 0.00200903 0.00206011 0.00190804 0.00169891 0.000599204 0.00191281 0.00193008 0.000591173 0.00186292 0.00180096 0.00192833 0.00189702 0.00169903 0.00131012 0.00204559 0.00189509 0.00193002 0.00110002 0.00117565
internal_weight=0 590 2531 296 527 2004 294 119 189 118 338 1980 1315 665 99 175 298 639 43 264 209 108 553 79 76 1276 89 474 178 131
internal_count=3121 590 2531 296 527 2004 294 119 189 118 338 1980 1315 665 99 175 298 639 43 264 209 108 553 79 76 1276 89 474 178 131
is_linear=0
shrinkage=0.00174112


Tree=2710
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 1 12 52 14 43 457 2 52 475 1 158 49 42 0 11 2 2 3 4 16 0 402 0 403 12
split_gain=4.30656 0.781252 0.613098 0.815943 0.712872 0.589819 0.424741 0.413321 0.408158 0.399648 0.392661 0.378144 0.443971 0.455088 0.423558 0.358067 0.375111 0.312193 0.360639 0.392296 0.307067 0.305053 0.301725 0.384151 0.290062 0.2855 0.284903 0.346302 0.441022 0.750091
threshold=0.10920500000000001 0.31370500000000007 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.091195000000000012 -0.010834999999999999 0.056145000000000007 -0.47071999999999997 -1.0000000180025095e-35 0.062030000000000009 0.087625000000000022 0.40674500000000008 -0.088274999999999978 0.08864000000000001 0.11817500000000002 -0.090734999999999982 0.11551500000000002 0.18019500000000002 0.077290000000000011 0.087245000000000003 0.10276500000000001 0.149315 0.024790000000000003 -0.5224049999999999 -0.096374999999999975 -0.018864999999999996 -0.071339999999999987 -0.10884999999999999 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 11 -7 -3 -4 -6 24 12 13 -1 17 16 -15 18 19 -13 26 -12 23 -11 -8 -10 -18 28 29 -28
right_child=1 7 8 -5 9 6 10 -9 25 22 21 14 -14 15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011091153069373023 0.0026223627421112306 -0.00030848682453821121 0.0024684084624287473 -0.00015738390939365392 0.00031217675471908259 0.0012832328989263598 0.00090150387021803371 0.0013400608204982537 0.0013907562647830472 0.0035613519024205414 0.0020954928241592027 0.0023649187559993418 0.0010215509216032533 0.0042395846716031657 0.00075611266697988427 0.0042067924351876255 0.0030579975917205526 0.0016876735514164856 0.0008519919744013121 0.0037606228130815122 0.0035066584947809035 0.00019882193276663031 0.00084461919068004176 0.0013841415186623229 0.0023558804657489397 0.00031777381321068432 0.0034917495019317437 0.0037288921526625976 0.0025049951151840839 0.00076059012908871629
leaf_weight=27 121 70 20 29 39 105 21 32 52 22 24 948 25 21 26 22 133 106 22 30 52 25 29 25 347 115 20 29 531 53
leaf_count=27 121 70 20 29 39 105 21 32 52 22 24 948 25 21 26 22 133 106 22 30 52 25 29 25 347 115 20 29 531 53
internal_value=0 0.00115863 0.001373 0.00174477 0.00197851 0.00232686 0.00196633 0.000208705 0.000846158 0.00130106 0.00213833 0.00241889 0.00260083 0.0026453 0.00227214 0.00269347 0.00265379 0.00230777 0.00237351 0.00240773 0.00261308 0.0011278 0.00180852 0.00240326 0.00227289 0.000651876 0.00255242 0.00244619 0.0023846 0.00150885
internal_weight=0 554 452 265 236 2567 522 102 187 115 417 2045 913 888 1132 861 839 1106 1000 978 818 49 76 47 368 167 766 633 604 73
internal_count=3121 554 452 265 236 2567 522 102 187 115 417 2045 913 888 1132 861 839 1106 1000 978 818 49 76 47 368 167 766 633 604 73
is_linear=0
shrinkage=0.0120166


Tree=2711
num_leaves=31
num_cat=0
split_feature=1 12 1456 1375 43 3 43 4 3 4 2 3 16 14 51 4 16 0 0 3 1428 3 48 1447 157 51 1452 49 2 3
split_gain=3.53513 0.944506 0.594284 0.472886 0.491679 0.554236 0.497093 0.403954 0.379764 0.336319 0.326364 0.313962 0.349773 0.381044 0.305919 0.374449 0.455113 0.299277 0.441059 0.405646 0.334894 0.324428 0.300039 0.425334 0.298785 0.291403 0.282342 0.291957 0.39292 0.497355
threshold=0.12000500000000001 0.051320000000000005 -0.077604999999999993 -0.27302499999999996 -0.074359999999999996 0.11924500000000002 -0.11720999999999999 0.40124500000000002 -0.11171999999999999 0.053180000000000012 0.14530500000000005 -0.13309499999999996 -0.11118499999999999 -0.46596499999999991 -0.090529999999999985 -0.0024449999999999997 -0.48836499999999994 -0.07929499999999999 -0.079829999999999998 -0.045649999999999989 0.08653000000000001 -0.061964999999999992 0.093265000000000015 -0.065079999999999985 -0.077664999999999998 0.090230000000000019 0.087755000000000014 -0.0095499999999999977 0.090790000000000023 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 8 -5 10 -6 17 -2 -9 -13 -14 -8 -16 -17 18 21 20 22 26 23 -19 -25 -7 27 28 29 -3
right_child=7 9 3 4 5 25 14 11 -10 -11 -12 12 13 -15 15 16 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0037893660424072146 0.0018250743526202246 0.001768919645523936 -0.00019040410810527202 0.0024872659274500662 0.00085306935129169834 0.0016699060047280182 -0.00063509256986752846 0.0020378945188821826 0.002641969938788933 0.0020857632877377607 0.00039599043411294517 0.00058485568924441969 0.00044034476579802629 -0.0023079947568457101 0.001766247744378048 0.0015239477739171789 -0.0014436841621601661 0.0041025513248481599 0.0043094522587072805 0.00043264566304545464 0.0035524671403764107 0.0044184353152292941 0.0011021382885407624 0.0011358852611889662 0.002416039963502311 -0.0003317026229717089 0.0039792935856607118 0.0026985648821373008 0.00018084213723219548 0.0038775233457690964
leaf_weight=31 107 85 23 50 26 46 23 21 247 291 45 121 20 20 71 21 20 28 34 21 48 21 37 39 493 21 31 1030 20 30
leaf_count=31 107 85 23 50 26 46 23 21 247 291 45 121 20 20 71 21 20 28 34 21 48 21 37 39 493 21 31 1030 20 30
internal_value=0 0.00239903 0.00189288 0.00178559 0.00187216 0.00218999 0.00128805 0.000866206 0.0024716 0.00253175 0.00140199 0.000418738 0.000207544 -0.000933825 0.000843894 0.00114761 7.63224e-05 0.00259945 0.00272781 0.00235835 0.00242105 0.00268362 0.00233008 0.00241121 0.00232219 0.00104254 0.00265316 0.00261787 0.00200223 0.00231899
internal_weight=0 2787 579 548 525 340 185 334 273 2208 152 182 161 40 135 112 41 1917 1251 666 645 1217 597 560 532 67 1196 1165 135 115
internal_count=3121 2787 579 548 525 340 185 334 273 2208 152 182 161 40 135 112 41 1917 1251 666 645 1217 597 560 532 67 1196 1165 135 115
is_linear=0
shrinkage=0.0140794


Tree=2712
num_leaves=31
num_cat=0
split_feature=1 2 48 123 30 3 12 34 2 4 3 11 52 51 43 149 49 0 12 1429 50 402 1213 4 403 0 159 15 13 0
split_gain=2.86346 0.792635 0.487364 0.428991 0.395053 0.338129 0.389553 0.307302 0.387273 0.30195 0.333852 0.586427 0.316186 0.369555 0.310664 0.298105 0.454649 0.313115 0.686029 0.301672 0.292975 0.433772 0.32261 0.273626 0.266289 0.263424 0.239207 0.232714 0.429255 0.310996
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 0.086065000000000016 0.30112000000000005 -0.42850999999999995 -0.021334999999999996 0.116525 -0.49405499999999997 -0.10217499999999997 0.078065000000000009 0.039215000000000007 -0.43587999999999999 0.13895500000000002 1.0000000180025095e-35 -0.15302999999999997 -0.075934999999999989 -0.085119999999999987 0.086825000000000013 0.089465000000000017 0.033490000000000006 -1.0000000180025095e-35 -0.085594999999999991 -0.53101999999999994 -0.14723999999999998 0.093660000000000007 -0.17952999999999997 -0.014169999999999999 -0.097274999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 15 7 -7 -2 -9 -3 11 -11 13 -12 -14 17 -17 23 -19 20 21 22 -20 -1 -25 -5 -8 28 -26 -29
right_child=5 2 -4 25 -6 6 26 8 -10 10 12 -13 14 -15 -16 16 -18 18 19 -21 -22 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=0.0028494796946332795 -8.2878850853226527e-05 0.002910443452520678 -0.00045214695501758656 -0.000687851913482764 0.00066821227487772242 0.0013021982191724765 -0.0012677401768859346 0.0021264878439080535 0.00082115463758317261 -0.00028271659795580794 0.0032234492825112997 0.0021110871342982767 0.0027971868164446329 0.0015022839676885075 0.00094980004048319535 0.0051148523649741807 0.0020527375908293878 -0.00028728589803171287 0.00028462468846225588 0.0036832162407326192 0.0027787672195546073 6.1995455042619164e-05 0.002149497610244079 0.0010445431668838507 0.0046807214385597489 0.0013578027717303942 0.00062501991517856757 0.0018887287546367306 0.0022018312812750042 0.0024383325568363141
leaf_weight=256 39 60 20 20 29 34 40 75 125 39 29 46 128 228 22 20 20 26 21 24 80 27 215 32 25 37 21 264 34 1085
leaf_count=256 39 60 20 20 29 34 40 75 125 39 29 46 128 228 22 20 20 26 21 24 80 27 215 32 25 37 21 264 34 1085
internal_value=0 0.00220231 0.00175371 0.00182616 0.00233306 0.000795177 7.04268e-05 0.00108326 0.00131065 0.00194864 0.00183134 0.00101275 0.0020023 0.0016965 0.00252624 0.00235574 0.00358379 0.00233222 0.00196698 0.00212668 0.00201777 0.00178629 0.00198356 0.00241686 0.00233995 0.000640029 -0.000616134 0.00236939 0.00325221 0.00233077
internal_weight=0 2787 629 609 2158 334 95 239 200 552 492 85 407 257 150 2129 40 2089 393 367 343 263 236 1696 1440 57 61 1408 59 1349
internal_count=3121 2787 629 609 2158 334 95 239 200 552 492 85 407 257 150 2129 40 2089 393 367 343 263 236 1696 1440 57 61 1408 59 1349
is_linear=0
shrinkage=0.0143609


Tree=2713
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 11 1 1 42 4 13 4 1 0 2 1 52 10 2 0 3 3 12 131 1
split_gain=112.379 18.7288 11.1822 9.96137 8.036 6.17312 5.1989 3.79309 3.38665 2.80421 2.59329 1.88261 1.64962 1.6919 1.58669 1.57993 1.47443 2.11386 1.39285 1.38559 1.33852 1.3123 1.15086 1.33688 1.06337 1.04509 1.03482 0.983083 0.939774 0.936967
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.091265000000000013 0.09253500000000002 1.0000000180025095e-35 0.086920000000000011 0.15799000000000005 0.086665000000000006 -0.17966999999999997 -0.28558999999999996 -0.015039999999999998 0.086455000000000018 0.18019500000000002 0.087675000000000017 0.12337000000000002 0.056145000000000007 -1.0000000180025095e-35 0.092235000000000025 -0.23194499999999998 -0.14847999999999997 0.0068900000000000012 0.090285000000000018 0.09031500000000002 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 14 6 8 29 10 -5 11 24 13 15 -3 21 18 27 25 -13 22 -4 -16 -24 -1 -10 -17 -18 -2 -6
right_child=1 2 12 9 7 -7 -8 -9 16 -11 -12 19 -14 -15 20 26 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024916909030656179 0.0021052571806614217 0.0014324444161045282 0.0001998902815911505 0.0017663192967871709 0.0019520359605791383 0.0012106304063536067 0.0010912658189097901 0.0010147210696095552 0.0021914658545671732 0.001081287478185975 0.0023927352648504493 0.0019267532624828204 0.00017338356538930204 0.00026882750658182317 0.0006034078025636834 0.00071702055087175052 0.0019642069603017752 0.001270918581928781 0.0014504306304803129 0.0014508597888468115 0.00067203048037419192 0.00085790766808645355 0.001478209592075564 0.00096214477261133608 0.0020440389965891465 0.0019271918969646919 0.0013136106749715233 0.0017429101700273219 0.0016472321961852779 0.0015449436278257441
leaf_weight=20 49 21 24 34 39 41 25 40 66 63 68 390 42 37 28 21 115 28 20 24 79 21 21 159 1004 341 22 209 25 45
leaf_count=20 49 21 24 34 39 41 25 40 66 63 68 390 42 37 28 21 115 28 20 24 79 21 21 159 1004 341 22 209 25 45
internal_value=0 0.00103814 0.000925426 0.00192511 0.00108873 0.00195001 0.00196314 0.00150194 0.00197268 0.0013214 0.0020259 0.00200856 0.000502988 0.000613735 0.000922372 0.000758753 0.00186978 0.00177766 0.00194571 0.00189917 0.00088505 0.000506965 0.000965956 0.00102235 0.00205278 0.00197005 0.00102225 0.00182146 0.00195052 0.00173395
internal_weight=0 673 599 2448 432 2351 2310 124 2285 97 1506 1438 167 125 308 88 779 352 427 414 287 45 208 180 1024 407 43 324 74 84
internal_count=3121 673 599 2448 432 2351 2310 124 2285 97 1506 1438 167 125 308 88 779 352 427 414 287 45 208 180 1024 407 43 324 74 84
is_linear=0
shrinkage=0.00192234


Tree=2714
num_leaves=31
num_cat=0
split_feature=1 1 15 10 401 10 457 12 49 3 2 39 10 49 49 52 0 2 147 0 49 14 49 41 4 16 157 0 0 1453
split_gain=2.77853 0.67297 0.517749 0.383354 0.493339 0.441369 0.368613 0.353707 0.359646 0.321871 0.353426 0.319061 0.308711 0.307906 0.282642 0.451553 0.42626 0.294789 0.282322 0.350667 0.313761 0.387774 0.308425 0.307266 0.301307 0.425324 0.384768 0.347183 0.285825 0.379661
threshold=0.11690500000000002 0.095695000000000016 -0.083359999999999976 -0.079859999999999987 0.085900000000000018 -0.38851999999999992 0.094310000000000019 -1.0000000180025095e-35 -0.063424999999999981 0.11296500000000002 0.15109000000000003 0.095830000000000012 0.058500000000000003 -0.0087049999999999992 0.14233500000000002 0.13140000000000004 0.010870000000000003 0.12844500000000003 0.089365000000000014 -0.14832499999999996 -1.0000000180025095e-35 0.077685000000000018 -0.069799999999999987 0.078065000000000009 0.015030000000000002 -0.12029499999999999 -0.029304999999999998 -0.080499999999999988 -0.085669999999999982 -0.044999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 13 5 11 -2 7 -4 -9 10 18 12 14 -3 15 16 17 -5 19 20 22 -22 -1 -23 28 -26 -27 -28 -21 -30
right_child=3 2 6 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 24 21 23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0026568215147749746 0.00065281933747432638 0.00036783820378455032 0.00088287957979256209 0.0017427538644218003 -0.00072896441800006579 -0.0016297020538663788 0.00035080222443043262 0.0033945993338474032 0.0019375871056930825 0.00055952194162351776 0.00036481911579912631 0.00042176747843884911 9.9879353148347029e-05 0.0013495189410443892 0.00045975089058914343 0.0033213918443061596 0.0029987868944479994 0.00051732319339066945 0.00089354937548573733 0.0022579957784495592 0.0040101770475803201 0.0032408887157449971 0.00070638031474202579 0.0013509129763285875 0.0021193027099352226 -0.00026609499359692357 0.0007702894690528937 0.002067578012544459 0.00073628576134483401 0.0019669519305570006
leaf_weight=29 35 72 41 60 25 20 24 29 208 24 20 85 28 144 34 22 22 58 34 586 37 28 21 24 128 24 61 63 39 1096
leaf_count=29 35 72 41 60 25 20 24 29 208 24 20 85 28 144 34 22 22 58 34 586 37 28 21 24 128 24 61 63 39 1096
internal_value=0 0.0018782 0.00148049 0.00077101 0.00092715 -0.000177188 0.00180821 0.00193403 0.00211587 0.00197125 0.00198672 0.00106114 0.00130376 0.00102229 0.00147574 0.00168897 0.00143245 0.00114042 0.00200167 0.0020193 0.00261457 0.00305105 0.00183764 0.00236859 0.00197787 0.00160192 0.00115445 0.0014294 0.00203816 0.00192466
internal_weight=0 2732 518 389 334 55 302 278 237 2214 2190 309 224 216 196 162 140 118 2170 2136 139 89 50 52 1997 276 148 124 1721 1135
internal_count=3121 2732 518 389 334 55 302 278 237 2214 2190 309 224 216 196 162 140 118 2170 2136 139 89 50 52 1997 276 148 124 1721 1135
is_linear=0
shrinkage=0.0122569


Tree=2715
num_leaves=31
num_cat=0
split_feature=1 1 1 124 13 48 0 16 48 16 4 47 48 12 156 52 12 132 2 42 2 16 1210 15 11 15 16 4 52 475
split_gain=2.25061 0.557541 0.35766 0.341274 0.424176 0.388896 0.410557 0.585371 0.41814 0.327473 0.285173 0.276448 0.324096 0.269372 0.303845 0.300599 0.511756 0.286911 0.269317 0.298957 0.24815 0.313396 0.27079 0.264485 0.343703 0.297301 0.365307 0.768249 0.428869 0.359863
threshold=0.11690500000000002 0.091195000000000012 0.16773500000000005 -0.081719999999999987 -0.0075049999999999987 -0.089099999999999999 -0.13027499999999997 -0.054549999999999994 0.090885000000000007 -0.50690499999999983 0.022185000000000003 0.085505000000000012 0.094275000000000012 0.11734000000000001 0.10339000000000002 0.056145000000000007 0.09364500000000002 0.088210000000000011 0.11474000000000002 0.11457500000000002 0.13404500000000005 0.13751500000000003 -0.42132499999999995 -0.11033999999999998 0.085155000000000022 -0.094329999999999983 0.19444000000000003 -0.42529999999999996 0.070205000000000017 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 11 4 -3 -5 7 9 18 -7 -11 13 -13 14 15 16 17 -2 19 -8 22 -22 -1 -24 25 -25 27 -27 -28 -29
right_child=2 3 -4 5 -6 6 8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 28 29 -30 -31
leaf_value=0.0034298923705436747 0.00055407432727709301 0.0012020468369204047 -0.00083694740897294144 0.0032565092904170627 -0.00085534665408870528 0.00059595116224718666 0.0018397996757041376 -0.0003652669750592124 0.003187386917630305 0.0013076428917915279 0.0031962057848145954 0.0021540143595111449 0.0007360844501508089 0.0016790645673534462 0.001729008250455751 0.0010715264889500299 -0.0019353832519860858 -0.0011539614380028809 0.00031167023887245795 0.0006473016839718867 4.8070770641634835e-05 0.0021394539604897931 0.0024024153081512074 0.001170313373013323 0.00020852645376752421 0.004021663710849185 0.001628417797879544 0.00070314418207839441 -0.00021372170922146042 0.0019859413775102763
leaf_weight=20 99 88 23 23 21 41 321 42 31 31 24 50 60 34 27 55 21 20 25 40 27 22 168 94 21 31 196 38 24 1404
leaf_count=20 99 88 23 23 21 41 321 42 31 31 24 50 60 34 27 55 21 20 25 40 27 22 168 94 21 31 196 38 24 1404
internal_value=0 0.00179384 0.000736382 0.00147325 0.000805668 0.00159915 0.00153046 0.000915497 0.00173398 0.00147583 0.00213174 0.000835252 0.0013806 0.000600924 0.000435803 0.000256744 -6.33494e-05 0.000267009 0.00161725 0.00170767 0.00190154 0.000987059 0.00192399 0.00190875 0.00186288 0.00188232 0.00192185 0.00199569 0.00142746 0.00195214
internal_weight=0 2732 389 687 109 578 555 138 417 96 55 366 110 256 222 195 140 119 386 361 2045 49 1996 1976 1808 1787 1693 1473 220 1442
internal_count=3121 2732 389 687 109 578 555 138 417 96 55 366 110 256 222 195 140 119 386 361 2045 49 1996 1976 1808 1787 1693 1473 220 1442
is_linear=0
shrinkage=0.0130072


Tree=2716
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 123 2 14 2 15 3 0 0 15 14 4 0 2 13 47 16 3 4 16 13
split_gain=91.0625 11.5071 9.88072 6.88651 5.6388 4.14457 3.32767 3.29239 3.23431 2.57533 2.51389 2.42248 1.8541 1.64115 1.57653 1.5492 1.4914 1.33407 2.06118 1.16771 1.16416 1.13709 1.13496 1.37376 1.07003 1.33374 1.05552 1.2937 1.02012 0.944264
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.090285000000000018 -0.16363499999999997 0.40124500000000002 0.033845000000000007 0.088205000000000019 0.11389000000000002 0.076175000000000007 0.17025000000000004 0.13592500000000005 0.149315 -0.066089999999999996 -0.11242999999999999 -0.095244999999999982 0.062655000000000016 -0.0070899999999999991 -0.097024999999999986 0.10402500000000002 -1.0000000180025095e-35 0.077555000000000013 0.10994000000000002 0.090900000000000009 -0.033174999999999989 -0.013024999999999998 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 13 12 -6 20 14 15 19 17 29 21 -7 22 18 -4 24 -5 -8 23 -9 25 26 27 -1 -29 -3
right_child=1 5 6 8 7 10 9 16 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012994883786092031 0.0010415562270272075 0.00059683386347567308 0.0020702200261779311 0.0020346522832900005 0.0019074506794594227 0.0015809135178518681 0.0022214309192145096 0.0012135384925720813 0.0010828748316729997 0.0016081352833883338 0.00054999678812491231 0.001174870973816783 0.0023535105321620653 0.00028308421027711708 0.0013721525026950338 0.00093867026246146213 0.00080135163167980228 0.0019729496975960212 0.0012175401170846404 0.0022643173160924964 0.0015946867011265183 0.0018668281681017515 0.0011107368770191658 0.001748810560760615 0.0021232141415399347 0.0020469725795347854 0.0013069199934129549 0.0016823078571052844 0.0021568580246033725 0.00090816686444796315
leaf_weight=20 178 117 20 46 31 35 35 37 29 171 21 22 46 46 23 23 26 1053 22 22 43 739 60 34 31 38 28 47 26 52
leaf_count=20 178 117 20 46 31 35 35 37 29 171 21 22 46 46 23 23 26 1053 22 22 43 739 60 34 31 38 28 47 26 52
internal_value=0 0.00101273 0.00185137 0.00128029 0.00158286 0.000743359 0.0019051 0.00133495 0.00164041 0.0018222 0.00111989 0.00178204 0.00197543 0.000605005 0.00186812 0.00132623 0.00122191 0.00195955 0.00162358 0.00184505 0.00182208 0.00188286 0.00130538 0.00146987 0.0017965 0.0017328 0.00163413 0.00173265 0.00185133 0.000692629
internal_weight=0 590 2531 296 422 294 2109 188 118 968 79 234 1141 215 797 58 157 1095 42 212 89 774 131 71 190 159 121 93 73 169
internal_count=3121 590 2531 296 422 294 2109 188 118 968 79 234 1141 215 797 58 157 1095 42 212 89 774 131 71 190 159 121 93 73 169
is_linear=0
shrinkage=0.00192234


Tree=2717
num_leaves=31
num_cat=0
split_feature=1 1 12 12 4 2 4 4 1 2 2 14 1 2 1 11 39 0 10 2 150 16 1420 1429 484 51 130 15 50 14
split_gain=111.768 17.8854 11.0418 9.29726 7.1289 4.90219 4.50641 4.31879 4.25341 3.20943 3.08727 2.68514 1.98117 1.7316 1.50465 1.46147 1.28447 1.25424 1.07308 1.63422 1.05516 1.08125 1.01572 1.14611 1.42083 1.34363 0.997017 0.988982 0.98513 0.945381
threshold=0.104035 0.12337000000000002 0.085055000000000006 -0.029094999999999999 0.36766000000000004 0.092235000000000025 0.27834500000000006 0.27287000000000006 0.092845000000000025 0.13754500000000003 0.14285500000000004 0.062655000000000016 0.16540500000000002 0.094835000000000017 0.086920000000000011 1.0000000180025095e-35 0.087735000000000021 -0.095504999999999993 -1.0000000180025095e-35 0.10731 0.097210000000000005 -0.27167499999999994 -0.080064999999999983 0.084770000000000012 0.073690000000000019 0.11144500000000002 0.012250000000000002 -0.095869999999999983 0.086295000000000011 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 8 5 11 -4 10 13 15 16 14 20 -1 22 -7 -3 27 -2 -20 21 -9 -5 25 -25 -24 -15 -16 -12 -21
right_child=1 7 6 4 -6 9 -8 12 -10 -11 28 -13 -14 26 17 -17 -18 -19 19 29 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0022564354587262703 0.00090631673939531212 0.001534466539853258 0.0019955827575796892 0.0025205711671119949 0.00096234091884600482 0.0019634569106855831 0.0012408195573589485 0.0005589504958190694 0.0012267300619738023 0.0014230895724708071 0.00044942833638211995 0.0025300966741742706 0.00011061230590327747 0.0014335067938429239 0.0020452906672552367 0.0022509746963205956 0.0010265435736224748 0.0020790639069418956 0.0015464763653037178 0.0014401891435421 0.0011314888017054114 0.00093164245167409179 0.0021922334438559507 0.0022370328223427329 0.0016709764551379597 0.0018162368271089802 0.0019569839488686749 0.0015337836036562007 0.0010213435153310915 0.0010690098949212405
leaf_weight=28 39 48 128 29 20 610 36 95 64 37 23 64 21 28 25 70 28 352 49 31 20 39 951 28 36 35 24 29 20 114
leaf_count=28 39 48 128 29 20 610 36 95 64 37 23 64 21 28 25 70 28 352 49 31 20 39 951 28 36 35 24 29 20 114
internal_value=0 0.00119434 0.00145527 0.00205334 0.0020826 0.00209248 0.0018299 0.000842001 0.00158887 0.00196364 0.001119 0.00215212 0.00065364 0.00187857 0.00213583 0.00199305 0.00134734 0.00203804 0.00119157 0.00124892 0.000727689 0.000667421 0.00217263 0.00216302 0.00191863 0.00217889 0.00167511 0.00177059 0.000715435 0.00114837
internal_weight=0 691 397 2430 2286 2266 164 294 144 717 119 1549 175 80 1485 680 76 406 233 194 154 134 1079 1050 64 986 52 54 43 145
internal_count=3121 691 397 2430 2286 2266 164 294 144 717 119 1549 175 80 1485 680 76 406 233 194 154 134 1079 1050 64 986 52 54 43 145
is_linear=0
shrinkage=0.00188464


Tree=2718
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 1 1 47 0 4 0 0 41 16 15 51 15 1 2 12 11 2 16 51 0 1
split_gain=113.682 14.2088 13.054 7.40252 6.80393 6.27355 4.88759 3.72683 3.58005 2.88078 2.61556 2.59443 2.57608 2.42373 2.08251 1.8408 1.69755 1.67263 1.6207 1.57171 1.61169 1.55603 1.49372 1.32457 1.48798 1.23104 1.1316 1.02854 0.967235 1.46401
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.091475000000000015 -0.17966999999999997 0.40945500000000007 0.12656000000000003 0.10124500000000002 0.090100000000000013 -0.062294999999999996 0.053180000000000012 -0.23194499999999998 -0.071339999999999987 0.075585000000000013 -0.073404999999999984 0.013270000000000002 0.086310000000000012 -0.41942499999999994 0.122715 0.092235000000000025 0.11734000000000001 0.080705000000000013 0.11389000000000002 -0.008904999999999998 -0.096089999999999981 -0.11173999999999999 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 21 8 16 -5 11 -10 15 18 -13 17 -1 22 28 -8 26 20 -7 -2 -9 24 -19 27 -3 -16 29 -4
right_child=1 5 6 7 -6 19 13 10 9 -11 -12 12 -14 -15 25 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024616194855416793 0.0018988754671737823 0.0010305117822249743 0.0020577231504684858 0.0020301909789623147 0.0010481365631115872 0.000598371929319533 0.0020778383389084844 0.0018598079701287306 0.0010867358149266404 0.00055648606734102699 0.0010973064365768536 0.0018242393782221264 0.001012807449030812 0.0016889801722742963 0.0022048401154618025 0.0010231865149347736 0.0023819041942726967 0.0018815664687322922 0.0013478066508871966 0.0007659667034951858 1.3230819767437923e-06 0.0014017009362406608 0.001378602084936241 0.0016180632201841351 0.0022057631760507685 0.0014388101351988166 0.00055011305200064551 0.0018368379889421537 0.0020893889737249437 0.0014401217863897432
leaf_weight=22 83 47 38 31 74 29 249 49 61 82 85 34 22 139 33 20 66 353 34 36 33 29 40 54 56 21 26 121 1134 20
leaf_count=22 83 47 38 31 74 29 249 49 61 82 85 34 22 139 33 20 66 353 34 36 33 29 40 54 56 21 26 121 1134 20
internal_value=0 0.00106031 0.00196094 0.0016643 0.00148289 0.000865748 0.0020203 0.00143531 0.000996049 0.000782677 0.00134025 0.00118324 0.00150546 0.00191215 0.00192583 0.00152971 0.00209346 0.00195572 0.0010146 0.00045889 0.000280588 0.00177014 0.00164354 0.00189005 0.00192596 0.00185847 0.000859411 0.0019157 0.00207749 0.00184476
internal_weight=0 590 2531 422 186 404 2109 225 306 143 194 163 56 851 197 109 1258 712 107 98 62 112 89 463 409 175 73 154 1192 58
internal_count=3121 590 2531 422 186 404 2109 225 306 143 194 163 56 851 197 109 1258 712 107 98 62 112 89 463 409 175 73 154 1192 58
is_linear=0
shrinkage=0.00184769


Tree=2719
num_leaves=31
num_cat=0
split_feature=1 155 1456 1 43 12 160 0 51 3 4 48 15 160 12 160 4 15 48 1375 14 10 156 52 41 43 1213 1212 133 475
split_gain=3.21833 0.939053 0.606584 0.54267 0.520987 0.474106 0.517138 0.407138 0.373623 0.298937 0.434734 0.293892 0.312804 0.389384 0.619314 0.282027 0.280192 0.348119 0.75558 0.289066 0.275865 0.331235 0.297015 0.329714 0.434314 0.255702 0.298675 0.428675 0.663592 0.351481
threshold=0.10124500000000002 0.084785000000000013 -0.049894999999999995 0.13707500000000003 0.084740000000000024 0.11903500000000002 -0.40698999999999991 0.22582000000000002 -0.41109999999999997 0.092670000000000016 -0.031404999999999995 0.08955500000000001 -0.30407999999999996 -1.0000000180025095e-35 -0.07415999999999999 0.05259500000000001 -0.17966999999999997 -0.03241999999999999 -0.065224999999999991 -1.0000000180025095e-35 0.062655000000000016 -0.012544999999999999 0.085790000000000019 -0.061194999999999992 0.079395000000000007 0.0016850000000000001 0.12389500000000002 0.090080000000000007 0.061605000000000007 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 6 -4 9 -8 20 -11 12 13 -5 -15 -12 -10 19 -19 -18 21 -1 23 -22 -25 26 27 29 -29 -23
right_child=1 -3 3 11 -6 -7 8 -9 16 10 15 -13 -14 14 -16 -17 17 18 -20 -21 22 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00093689429379432954 0.0033101861395155975 0.0028459013502649864 0.0034357256168849834 0.0014552753180067674 0.0029949195286732323 0.0033417645009049413 0.0028919288781383708 0.00048637167748031261 0.0025426875935503374 0.0025530417882833074 -0.00045033679426861542 -0.00072217296053774438 0.0019366562928627138 -0.0020986256255843688 0.00098574425957807083 0.0018763718567432338 0.0026973881013251807 0.0020892270350894335 -0.0012747160470012297 0.00095173480115846485 0.0013770719961367812 0.0034379869448677466 0.0049125787786261739 0.0048550582668796692 0.0020157918676855981 0.0022515990426230604 0.0036976420931178334 0.0023512219525648297 -0.00031042570380549514 0.0026122867631897303
leaf_weight=26 29 89 20 38 40 22 22 20 22 64 22 34 35 25 29 21 21 21 40 286 20 115 20 25 20 422 54 85 25 1409
leaf_count=26 29 89 20 38 40 22 22 20 22 64 22 34 35 25 29 21 21 21 40 286 20 115 20 25 20 422 54 85 25 1409
internal_value=0 0.00145828 0.00127773 0.00118774 0.00142372 0.00128529 0.00118056 0.00252661 0.00107109 0.00254414 0.00180272 0.000463668 0.000781137 0.000341537 -0.000442205 0.000685963 0.000968373 0.000874257 -0.000116637 0.00107114 0.00257986 0.00254793 0.00338218 0.00291129 0.00359316 0.00256778 0.00264683 0.0026121 0.0017463 0.00267459
internal_weight=0 773 684 655 494 454 432 2348 412 2328 107 161 127 92 54 43 390 368 61 307 2221 2136 85 65 45 2110 1688 1634 110 1524
internal_count=3121 773 684 655 494 454 432 2348 412 2328 107 161 127 92 54 43 390 368 61 307 2221 2136 85 65 45 2110 1688 1634 110 1524
is_linear=0
shrinkage=0.0143609


Tree=2720
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 0 2 0 4 14 1 43 2 4 15 2 0 16 150 0 16 3 1 12 3 13
split_gain=116.339 13.2768 11.9441 11.3057 7.66107 4.85496 4.55162 3.59483 2.83539 2.70851 2.61498 2.56097 2.31745 2.14709 2.03637 2.01524 1.92267 1.53567 1.93504 1.47102 1.40461 2.02124 1.34049 1.33067 1.11859 1.22199 1.02605 1.01065 1.00655 0.907198
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.091475000000000015 0.13082500000000002 -0.17966999999999997 1.0000000180025095e-35 0.13501500000000002 -0.23194499999999998 0.033845000000000007 0.076175000000000007 0.10124500000000002 -0.025214999999999998 0.11177500000000001 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.11173999999999999 -0.43320999999999993 0.091105000000000005 -0.10011499999999998 -0.066924999999999985 -0.20241999999999996 0.16540500000000002 0.093765000000000015 -0.10115999999999999 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 11 27 13 26 -6 14 12 -1 23 20 22 29 -17 19 -19 -13 21 -4 -10 -8 -25 -26 -3 -5 -14 -2
right_child=1 7 6 5 8 -7 10 -9 9 -11 -12 17 28 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0023002395812152148 0.00083418425640702123 0.00050412614101232359 0.0018587882922280264 0.0019778430593141486 0.0017696816385453209 0.00093700433619891275 0.0021488718530884641 0.001133754851345271 0.0015440481864294716 0.00063481653000303025 0.0012734896793251921 0.0020248878275823719 0.0011872187269956413 0.0022473301526258391 0.0010697836691507534 0.0013971190205810131 0.00091768219401753366 0.001688078776253026 0.0011560884770152459 0.0014801504287308735 0.0018844007812677456 0.0011889218762365457 0.0010493391199798113 0.001846983410085901 0.0019710307332714075 0.0016672237147377553 0.00010678796291538474 0.0015750065004029666 0.0016015984251014548 0.00052163891461104667
leaf_weight=22 73 136 35 23 31 36 28 26 79 21 36 52 20 46 74 31 114 76 27 20 1156 21 20 293 44 313 22 86 117 43
leaf_count=22 73 136 35 23 31 36 28 26 79 21 36 52 20 46 74 31 114 76 27 20 1156 21 20 293 44 313 22 86 117 43
internal_value=0 0.000925955 0.00176767 0.00109834 0.00150553 0.0014805 0.00182013 0.000545588 0.00129032 0.00121372 0.00172371 0.00175132 0.0017436 0.00188535 0.00128399 0.000886024 0.00102018 0.00168232 0.00154863 0.00187357 0.00187161 0.00160759 0.00144411 0.00178451 0.00176882 0.00170467 0.000448801 0.00166001 0.00154111 0.000718327
internal_weight=0 590 2531 406 422 145 2109 184 225 194 851 197 815 1258 173 261 145 175 103 72 1212 56 99 678 650 357 158 109 137 116
internal_count=3121 590 2531 406 422 145 2109 184 225 194 851 197 815 1258 173 261 145 175 103 72 1212 56 99 678 650 357 158 109 137 116
is_linear=0
shrinkage=0.00170698


Tree=2721
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 2 4 2 14 0 16 1 47 4 1 52 2 3 50 4 3 1 0 15 31
split_gain=107.829 12.7523 11.3377 7.03013 6.54858 5.59469 4.4595 4.11525 3.80392 4.05291 2.8409 2.2436 1.7977 1.71425 1.65012 1.98778 1.48059 1.43948 1.42418 1.51687 1.41427 2.20165 2.51112 1.33341 1.31588 1.47993 1.31298 1.25734 1.07298 0.954652
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.00063500000000000004 0.12358500000000001 0.076175000000000007 -0.11173999999999999 -0.43320999999999993 0.122715 0.077555000000000013 -0.04890499999999999 0.13436000000000001 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 0.041865000000000006 -0.17966999999999997 0.092670000000000016 0.12958500000000003 -0.093584999999999988 -0.41942499999999994 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 16 8 13 -5 29 26 17 12 27 14 15 -4 -2 24 -11 -20 21 22 -9 28 -1 -26 -10 -8 -7 -3
right_child=1 5 6 7 -6 23 11 20 9 18 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020925126277720257 0.0018150472393832443 0.00097636438823024642 0.0019507877349165426 0.0019884222268223687 0.0010135272410688044 0.00064504686645820448 0.0022355121234763761 0.0011419059862818419 0.0019021537994336989 0.0014339395116985836 0.0012140694920343576 0.0016802683405903705 0.0014318761060065509 0.0023386222746679232 0.0020037630785895467 0.001259652077485464 0.0013489056746544791 0.0022253747272271032 0.00100963169130398 0.00053911855015722631 0.0016579084742637845 0.00091122711803153368 0.0017993949927095217 0.00086631459007523377 0.0018240151148278835 0.0013457286591327569 0.0012734342321043199 0.001888760920873829 0.00020885582536789532 0.00056275047991167441
leaf_weight=43 83 24 35 28 74 29 35 53 22 20 22 218 26 46 1156 21 29 33 128 26 23 56 28 23 111 25 20 572 46 66
leaf_count=43 83 24 35 28 74 29 35 53 22 20 22 218 26 46 1156 21 29 33 128 26 23 56 28 23 111 25 20 572 46 66
internal_value=0 0.00103869 0.00188178 0.00161605 0.00142348 0.00086153 0.00193494 0.00136032 0.000979801 0.00110761 0.00182151 0.00183565 0.00188917 0.00200211 0.00198934 0.00169161 0.00169435 0.00188455 0.000988096 0.000930194 0.0012504 0.00118199 0.00136919 0.000492234 0.00182171 0.00173609 0.00160276 0.00190875 0.000377516 0.000673048
internal_weight=0 590 2531 422 186 404 2109 188 306 216 234 851 633 1258 1212 56 112 212 174 154 160 137 81 98 179 136 42 607 75 90
internal_count=3121 590 2531 422 186 404 2109 188 306 216 234 851 633 1258 1212 56 112 212 174 154 160 137 81 98 179 136 42 607 75 90
is_linear=0
shrinkage=0.00177594


Tree=2722
num_leaves=31
num_cat=0
split_feature=1 2 0 10 34 402 30 124 2 151 44 14 11 13 40 11 41 2 0 51 49 52 15 12 13 2 0 12 1212 484
split_gain=3.67508 0.882046 0.629545 0.457806 0.498968 0.489323 0.439734 0.437601 0.447232 0.401022 0.354388 0.367063 0.411389 0.34327 0.653285 0.334011 0.370921 0.322544 0.307889 0.780349 0.544602 0.921133 0.458491 0.370046 0.306578 0.299131 0.643265 0.37909 0.413116 0.676531
threshold=0.11690500000000002 0.10252500000000002 -0.13027499999999997 -0.005834999999999999 -0.038779999999999995 0.09388500000000001 0.086065000000000016 0.0049200000000000008 0.13404500000000005 -0.033849999999999991 1.0000000180025095e-35 0.076975000000000002 0.085155000000000022 -0.39067499999999994 -0.080684999999999993 0.077290000000000011 0.079885000000000025 0.15361500000000003 -0.11173999999999999 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 -0.094329999999999983 0.085495000000000015 -0.11122999999999998 -0.0091949999999999983 -0.07384499999999998 0.084595000000000017 0.087685000000000013 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 13 -5 7 10 8 9 -6 11 12 18 -2 -15 -13 -17 24 19 -1 22 23 -21 -22 -4 26 -20 28 29 -27
right_child=3 2 17 4 5 -7 -8 -9 -10 -11 -12 15 -14 14 -16 16 -18 -19 25 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00039251048579636222 0.0014511648139477057 0.0011749839886594816 0.00093606525321730284 -0.00066178645719926308 0.00072772977161777574 -0.00050411840662366455 0.00084511381501768104 -0.00021221607365710116 0.0010532571122518766 0.0024587939189707492 0.0040382129483730834 0.0023782977914697341 0.00070984485899666476 0.00061456981461044814 -0.0022035610593063573 0.0050152325244688474 0.0027099261108441907 0.00058806029962610903 0.0029399427832562525 -4.9846329840878491e-05 0.0051598246519095501 0.00087913410572252552 0.0022495857579030998 0.0028918378246982515 0.0022686824340081182 0.0027924106913690067 0.00038773000186316146 0.0023760983611254903 0.0012224507046303603 0.0049757235850365292
leaf_weight=21 22 156 29 21 26 21 28 22 114 107 21 39 23 36 20 24 20 21 29 23 22 22 33 23 388 293 33 1437 23 24
leaf_count=21 22 156 29 21 26 21 28 22 114 107 21 39 23 36 20 24 20 21 29 23 22 22 33 23 388 293 33 1437 23 24
internal_value=0 0.00228316 0.00185697 0.000984343 0.00119913 0.00133389 0.00240156 0.00147738 0.00162787 0.00212039 0.00242222 0.00240597 0.00237226 0.000127935 -0.000391905 0.0032207 0.00396737 0.00209987 0.00239154 0.00183484 0.00221512 0.00297566 0.00130518 0.00400063 0.00217601 0.00243514 0.00158151 0.00246492 0.00284032 0.00295771
internal_weight=0 2732 594 389 311 290 2138 269 247 133 2110 2089 2006 78 56 83 44 438 1983 144 123 67 56 45 417 1839 62 1777 340 317
internal_count=3121 2732 594 389 311 290 2138 269 247 133 2110 2089 2006 78 56 83 44 438 1983 144 123 67 56 45 417 1839 62 1777 340 317
is_linear=0
shrinkage=0.0125021


Tree=2723
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 1 2 49 150 1 1 40 2 4 2 3 12 4 1 0 47 4 4
split_gain=152.376 25.1 12.1171 11.1414 8.62645 7.28289 5.98885 5.31737 4.37981 3.73754 3.35395 2.54538 2.3958 2.44397 2.24787 2.14421 1.71926 1.67842 1.59634 1.56894 1.34175 1.2295 1.18701 1.20392 1.15138 1.1424 1.12765 1.08952 0.922045 0.904612
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.092845000000000025 0.14122000000000004 -0.15464999999999998 0.089625000000000024 0.090425000000000019 -0.054984999999999992 1.0000000180025095e-35 0.16175000000000003 0.12408500000000001 -0.077714999999999992 -0.0091949999999999983 -0.075889999999999999 0.13404500000000005 0.090900000000000009 0.09141500000000001 0.061775000000000004 0.076935000000000017 -0.030209999999999997 0.090280000000000013 0.42642000000000008 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 18 24 12 -4 15 -9 20 19 -2 25 -6 28 -3 -14 -1 -5 23 -22 -8 26 29 -16 -13 -7
right_child=1 4 9 21 16 10 7 11 -10 -11 -12 17 13 -15 27 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021696129018588003 0.0013912957976221598 0.00089879842740724439 0.0018746174718672723 0.0012320166885057622 0.00058279259909297157 0.0020216858604127732 0.001914212054706003 0.0016036515434895097 0.0025003632286911474 0.0011983310913289416 0.0014176234666698311 0.00099637091466602272 0.0015798069362612361 0.0014333770823256574 0.0021275407191083777 0.0014865310073536374 4.2588510224649537e-05 0.00072113691662258614 0.00046681930120729109 0.0020348695050703396 0.0021189530357632563 0.00078383858747091547 0.0017102581736031992 0.0019575582591170697 0.0014200273123556083 0.0021141724313597961 0.0015877267023665942 0.0018096677596660215 0.0013291949946217989 0.0018326042393098587
leaf_weight=731 23 46 37 60 77 153 23 20 76 60 41 94 23 23 58 30 21 52 50 274 553 24 25 169 31 92 29 63 31 132
leaf_count=731 23 46 37 60 77 153 23 20 76 60 41 94 23 23 58 30 21 52 50 274 553 24 25 169 31 92 29 63 31 132
internal_value=0 0.00113682 0.00203594 0.00158833 0.000905481 0.00205986 0.00102931 0.00116527 0.00210685 0.0014563 0.00187524 0.00103775 0.00209022 0.00195893 0.00187088 0.00191827 0.000467035 0.000973802 0.000673809 0.00199963 0.00211864 0.00110397 0.00206876 0.00208118 0.00163051 0.00195017 0.00190212 0.00196204 0.00107891 0.00193411
internal_weight=0 673 2448 228 445 2351 347 251 1874 97 477 197 1798 320 144 436 98 177 96 297 1478 84 747 722 54 406 314 121 125 285
internal_count=3121 673 2448 228 445 2351 347 251 1874 97 477 197 1798 320 144 436 98 177 96 297 1478 84 747 722 54 406 314 121 125 285
is_linear=0
shrinkage=0.00167351


Tree=2724
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 47 14 47 12 2 2 0 16 4 3 14 49 3 16 159 34 2 0 4
split_gain=167.858 20.5874 19.0277 16.3393 11.6399 8.07667 6.05685 6.03029 5.17004 3.97104 3.49951 2.89417 2.86131 2.36043 2.16183 1.92931 1.79327 1.57444 2.07299 1.56727 1.73501 1.44006 1.39235 1.96193 1.48425 1.35901 1.35654 1.26213 1.22925 1.2087
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.091475000000000015 0.40124500000000002 -0.17966999999999997 0.11389000000000002 0.00063500000000000004 0.091680000000000011 0.076175000000000007 0.077555000000000013 0.12757000000000002 0.15361500000000003 0.14019000000000004 -0.11173999999999999 -0.43320999999999993 -0.059649999999999988 0.090900000000000009 -0.46413499999999996 -0.066019999999999981 -0.013929999999999998 -0.088909999999999989 0.084250000000000005 -1.0000000180025095e-35 0.13247500000000004 -0.093584999999999988 0.27287000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 15 12 -5 -6 13 14 22 17 19 28 26 21 18 -4 -1 -21 -2 23 -10 -24 29 -3 -28 -8 -23
right_child=1 5 6 7 8 -7 10 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 25 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019733262346030207 0.001325033494110009 0.00021674106030544895 0.001959794832327548 0.0017757779217141443 0.0018916153271047347 0.0011974455592368191 0.0022216684321303068 0.0009708000563120972 0.00085704103783934831 0.0011259803489722794 0.0016406923744026445 0.0015775380999253283 0.0024008410691925852 0.002261518546960618 0.0014591927974327062 0.00015241205368099126 0.00048190456645943628 0.0019969667431262907 0.0013077499732205287 0.0017736325973625809 0.0012805919741644908 0.001104263028441455 0.001114826308442131 0.0014894850799879388 0.00065284091496130943 0.00065404942595292308 0.00084410418421267412 0.00044110559188396178 0.0018862031631310685 0.00076925895400355604
leaf_weight=71 21 34 35 104 28 38 31 33 23 22 218 31 46 33 31 70 29 1156 21 83 25 71 36 31 39 54 35 52 571 49
leaf_count=71 21 34 35 104 28 38 31 33 23 22 218 31 46 33 31 70 29 1156 21 83 25 71 36 31 39 54 35 52 571 49
internal_value=0 0.00089145 0.00186324 0.00113555 0.00154522 0.000506647 0.00192688 0.00158188 0.00124122 0.00178946 0.00181998 0.0011274 0.0019992 0.00185831 0.00188172 0.00036921 0.000862571 0.00198395 0.00171528 0.00178398 0.0016595 0.000919183 0.00101923 0.00122011 0.000874594 0.000870201 0.000494631 0.000603231 0.00190348 0.00096747
internal_weight=0 590 2531 361 422 229 2109 137 188 234 851 160 1258 212 633 191 224 1212 56 179 108 195 129 54 75 174 121 87 602 120
internal_count=3121 590 2531 361 422 229 2109 137 188 234 851 160 1258 212 633 191 224 1212 56 179 108 195 129 54 75 174 121 87 602 120
is_linear=0
shrinkage=0.0016407


Tree=2725
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 0 14 1 0 4 12 150 43 2 3 4 3 2 0 160 48 0 4 12 10 34
split_gain=134.566 15.8049 15.0394 13.3392 8.25273 5.86263 5.40036 4.9985 4.19223 2.95765 2.80672 2.69607 2.6679 2.66456 1.85834 1.8019 1.72539 2.27272 1.64954 2.32062 2.85535 1.53742 1.3125 1.17919 1.41429 1.0041 0.978569 0.977193 0.928473 0.886541
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.091475000000000015 0.40124500000000002 -0.17966999999999997 1.0000000180025095e-35 0.076175000000000007 0.10089500000000001 -0.23194499999999998 -0.0024449999999999997 0.12757000000000002 0.091105000000000005 -0.025214999999999998 0.11177500000000001 -0.11171999999999999 -0.046564999999999988 0.013900000000000001 0.17025000000000004 -0.14001499999999997 -0.010514999999999998 0.084670000000000009 -0.093584999999999988 -0.50262499999999988 0.093965000000000007 -0.38851999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 12 21 10 27 -6 11 22 15 -1 14 25 23 -2 -18 -14 -20 -21 29 -4 -10 -25 -8 -24 -5 -23 -3
right_child=1 5 6 7 8 -7 13 -9 9 -11 -12 -13 18 -15 -16 -17 17 -19 19 20 -22 28 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00262013235661396 0.00092699912359341444 0.00048940472725603407 0.0017854942407320323 0.0023094451383416452 0.0021458632365743608 0.0014081474918055102 0.0024473384038170812 0.0012018503018093351 0.0014750693105026983 0.00081314707535055778 0.0026436006719267216 0.001265502197292418 0.0015207113318710067 0.0018670315786968245 0.0016666829912098994 0.0012373103963441705 0.0016962504195993026 0.0011136850001655571 0.0023183425406038544 0.0020500990193959945 0.0013608774711748996 0.0005912884260190649 0.0025849421667169183 0.0022146209238874757 0.0016508647692288134 0.0020967275868396056 0.0021981409585889234 0.0019008575159295935 0.00010375062406236987 0.00081860233103534397
leaf_weight=22 100 34 24 24 31 38 27 33 21 21 46 75 23 231 31 20 27 97 56 70 26 28 21 32 25 562 1167 80 22 107
leaf_count=22 100 34 24 24 31 38 27 33 21 21 46 75 23 231 31 20 27 97 56 70 26 28 21 32 25 562 1167 80 22 107
internal_value=0 0.00113604 0.00207786 0.00136754 0.00177182 0.000771085 0.0021391 0.00180406 0.00153943 0.00144253 0.00221301 0.00151893 0.00203724 0.00202984 0.00209049 0.00171288 0.00110056 0.00124053 0.00196396 0.00203103 0.00186343 0.000644339 0.00219667 0.00183482 0.00196736 0.0021128 0.00220498 0.00199515 0.000376772 0.000739221
internal_weight=0 590 2531 361 422 229 2109 137 225 194 1258 173 197 851 620 98 224 124 175 152 96 191 1212 78 57 589 1188 104 50 141
internal_count=3121 590 2531 361 422 229 2109 137 225 194 1258 173 197 851 620 98 224 124 175 152 96 191 1212 78 57 589 1188 104 50 141
is_linear=0
shrinkage=0.00177594


Tree=2726
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 3 14 47 15 2 0 47 4 3 2 4 14 49 3 3 16 3 159 4 151
split_gain=151.146 16.9137 15.5798 13.7946 8.91213 6.13609 6.06706 5.78623 5.56245 3.4354 2.86952 2.83079 2.14713 2.11529 2.05103 1.93935 1.83761 1.66658 2.40363 1.473 1.37677 1.37053 1.31539 1.417 1.30089 1.20872 1.31476 1.10083 1.01852 0.976623
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.091475000000000015 0.40124500000000002 -0.16363499999999997 0.033845000000000007 -0.11171999999999999 0.076175000000000007 0.077555000000000013 0.13592500000000005 0.17025000000000004 -0.13027499999999997 0.091680000000000011 -0.064054999999999987 0.092670000000000016 0.14019000000000004 -0.036839999999999991 -0.46413499999999996 -0.063424999999999981 -0.013929999999999998 -0.10115999999999999 -0.073404999999999984 -0.13309499999999996 0.084250000000000005 0.0082450000000000006 -0.082829999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 14 11 20 -6 13 -1 15 17 25 -3 -4 22 -12 -19 21 -5 -2 23 -10 -11 -8 -27 -23 -17 -24
right_child=1 5 6 7 8 -7 9 -9 16 24 12 -13 -14 -15 -16 28 -18 18 -20 -21 -22 27 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013626875512432247 0.0014548391361098557 0.00058813311348441416 0.0016913226046925392 0.0022131021945451862 0.0021016304017433714 0.0012733982940039243 0.0021317135247332277 0.0010298789453953032 0.0010265264336004202 0.0012829802767993167 0.0021805456510642467 0.0025963900246379458 0.0024326124982882234 0.0014716163206828256 0.00016112355336052485 0.002165955296595063 0.0016570596609632861 0.0019235613092559716 0.0012609955866084064 0.00058013706593676862 0.0017615208353371329 0.0010615937587209151 0.0012692236415708011 0.0016122424296098699 0.0017777775665308688 0.0022114839122468759 0.0019298899138131002 0.00075015281728443059 0.0019694107104460392 0.00082965622864560669
leaf_weight=26 21 141 31 32 31 38 245 33 23 20 56 46 32 23 50 1087 31 98 22 29 72 120 27 33 136 64 363 54 94 43
leaf_count=26 21 141 31 32 31 38 245 33 23 20 56 46 32 23 50 1087 31 98 22 29 72 120 27 33 136 64 363 54 94 43
internal_value=0 0.000993698 0.00201183 0.00123798 0.00169411 0.000608612 0.0020754 0.00169076 0.00140041 0.00195727 0.00193006 0.00215531 0.00200099 0.0020118 0.000476351 0.00213857 0.00126196 0.00192251 0.00180209 0.00096105 0.00190047 0.0010177 0.00116475 0.00137168 0.00171434 0.00203029 0.0019721 0.00096494 0.00215031 0.000999204
internal_weight=0 590 2531 361 422 229 2109 137 188 851 234 1258 208 695 191 1212 157 176 120 224 104 195 126 56 156 672 427 174 1181 70
internal_count=3121 590 2531 361 422 229 2109 137 188 851 234 1258 208 695 191 1212 157 176 120 224 104 195 126 56 156 672 427 174 1181 70
is_linear=0
shrinkage=0.00181146


Tree=2727
num_leaves=31
num_cat=0
split_feature=1 1 4 155 43 3 151 49 12 51 4 51 484 3 10 160 13 131 10 40 13 49 475 475 3 3 160 15 3 0
split_gain=5.88494 0.99952 0.757623 0.62991 0.642229 0.550944 0.621279 0.596239 0.557819 0.404121 0.423337 0.538224 0.350674 0.337239 0.333778 0.325969 0.316972 0.373373 0.611817 0.343666 0.30165 0.283925 0.287547 0.510155 0.355294 0.295603 0.339355 0.278936 0.256936 0.743788
threshold=0.10752500000000002 0.13559000000000002 0.27834500000000006 0.084785000000000013 0.070450000000000013 -0.07359499999999998 0.057610000000000008 0.14705000000000004 1.0000000180025095e-35 -0.41109999999999997 -0.0086549999999999978 -0.065634999999999985 -0.067484999999999989 -0.014944999999999998 -1.0000000180025095e-35 -0.54200499999999985 -0.059629999999999996 0.093260000000000023 -1.0000000180025095e-35 -0.066419999999999993 0.0015850000000000003 -0.090734999999999982 -0.091889999999999986 -0.080204999999999985 -0.0037349999999999996 0.084940000000000015 -0.087429999999999994 -0.098289999999999975 -0.13309499999999996 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 9 8 7 15 -1 -2 11 -11 -12 -13 -14 -7 17 18 -3 -18 -16 -17 -23 -24 -25 27 -27 -26 -10 -30
right_child=1 16 -4 -5 -6 6 -8 -9 28 10 12 13 14 -15 20 21 19 -19 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=0.0015785910817286517 0.0032245477160729929 -0.0021878751186086339 0.001650330740328592 0.0036751593805599688 0.0037635945377179117 0.0045103927260670253 0.00067787874651170697 0.00089531008579512379 0.0038421021073995138 0.00055434064310820965 -0.00041844252063109188 0.0039844556612113717 -8.0073498066881606e-05 0.0019873011111031565 0.0018835625289142315 0.0044684743530515629 0.00036815534945186935 0.0015849958892440446 0.00057606017524645047 0.002222058327993541 0.00045095338303007964 0.0044934312486510338 0.00086926360743128333 0.0026692598690039242 0.0030697776091160151 0.0044025575129475261 0.002615915371330396 0.0049201531003443483 0.0008291156090990872 0.0033344888268728059
leaf_weight=33 29 20 59 39 30 26 23 25 178 22 21 32 24 30 146 22 30 32 55 47 33 20 23 331 25 25 88 37 22 1594
leaf_count=33 29 20 59 39 30 26 23 25 178 22 21 32 24 30 146 22 30 32 55 47 33 20 23 331 25 25 88 37 22 1594
internal_value=0 0.00166503 0.00316585 0.00204 0.00186624 0.00320202 0.002862 0.00294277 0.00332206 0.00169733 0.00155354 0.00237282 0.00124631 0.00301809 0.00141852 0.00302851 0.000837647 0.000361175 -0.000160989 0.00149976 0.00161945 0.00296103 0.00290062 0.0028404 0.00293 0.00342317 0.00301119 0.00417403 0.00335413 0.00330038
internal_weight=0 590 2531 406 367 2472 645 622 1827 337 308 84 224 62 203 597 184 107 75 77 179 571 549 529 506 175 113 62 1794 1616
internal_count=3121 590 2531 406 367 2472 645 622 1827 337 308 84 224 62 203 597 184 107 75 77 179 571 549 529 506 175 113 62 1794 1616
is_linear=0
shrinkage=0.0135326


Tree=2728
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 4 13 2 4 40 14 1 47 52 1 124 16 4 3 43 0 15 10 2 4 3 4
split_gain=112.976 13.9691 12.294 7.92639 7.89106 4.66198 4.2685 4.2461 3.77604 3.52933 2.95289 2.67271 2.59493 2.52922 2.07701 1.76484 1.61959 2.1216 1.9519 1.43086 1.27246 1.64232 1.21144 1.16437 2.1445 1.11767 2.93134 1.11535 1.03623 2.07247
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.17966999999999997 0.091475000000000015 0.36766000000000004 0.40124500000000002 -0.28558999999999996 0.11389000000000002 -0.0024449999999999997 -0.0061149999999999998 0.076175000000000007 0.16540500000000002 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.073404999999999984 -0.059649999999999988 0.090900000000000009 -0.080554999999999974 -0.11173999999999999 -0.095244999999999982 -1.0000000180025095e-35 0.10803500000000001 -0.0070899999999999991 -0.20241999999999996 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 -6 13 9 27 -3 15 19 -11 23 -9 20 17 18 -7 -8 -1 -22 -19 24 -4 -2 -27 -5 -21 -30
right_child=1 7 6 8 5 16 11 14 -10 12 -12 -13 -14 -15 -16 -17 -18 22 -20 28 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0021074447412273681 0.00082562525346367016 0.00053314882205464397 0.0022493817837785637 0.0021277625709850475 0.0021080075821780925 0.0011166420732348907 0.0021260089299985395 0.00068700062038109264 0.0011600727606952388 0.00086088993108385562 0.001276510350590608 0.0017691369781032201 0.0014989772661764167 0.0025334717908813845 6.6573005754696688e-05 0.0023803238334225382 0.0017444572868608179 0.0012542216410129361 0.0017632608209149226 0.0022063615529387954 0.0019140468908504195 0.0013738381045673084 0.00077705603672150781 0.0021046762711345443 0.0015187380534486118 0.0018316273237437865 0.00108424834487216 0.0017138419347726655 0.0015200781967421046 0.001956309191013372
leaf_weight=71 35 32 24 46 28 30 210 150 29 36 22 231 55 46 21 33 23 34 34 44 83 25 39 1156 32 21 122 43 42 324
leaf_count=71 35 32 24 46 28 30 210 150 29 36 22 231 55 46 21 33 23 34 34 44 83 25 39 1156 32 21 122 43 42 324
internal_value=0 0.0010844 0.00198224 0.00136775 0.00169436 0.00141248 0.00203984 0.000799132 0.00173911 0.00106095 0.00192083 0.00193878 0.00124655 0.00210821 0.000610808 0.00198769 0.00129076 0.00121459 0.00146016 0.00200198 0.00191531 0.001789 0.000999298 0.00209207 0.00183187 0.00112157 0.001194 0.00192778 0.00193846 0.00190625
internal_weight=0 590 2531 296 422 188 2109 294 118 123 234 851 91 1258 171 212 160 137 64 620 179 108 73 1212 56 178 143 89 410 366
internal_count=3121 590 2531 296 422 188 2109 294 118 123 234 851 91 1258 171 212 160 137 64 620 179 108 73 1212 56 178 143 89 410 366
is_linear=0
shrinkage=0.00184769


Tree=2729
num_leaves=31
num_cat=0
split_feature=1 52 3 4 52 157 48 43 2 47 51 14 48 12 2 124 15 480 12 51 16 15 11 43 483 1429 159 51 51 402
split_gain=5.42391 1.1858 0.848611 0.677743 0.534397 0.666162 0.561462 0.576144 0.52589 0.410478 0.837534 0.602869 0.438046 0.407124 0.367912 0.337525 0.390971 0.330103 0.322635 0.316851 0.313041 0.618648 0.284537 0.421479 0.333311 0.348893 0.586719 0.423325 0.527342 0.274819
threshold=0.10312500000000001 -0.52606999999999993 0.31370500000000007 0.40124500000000002 0.19022000000000003 -0.081749999999999975 -0.08595499999999999 -0.24021999999999996 0.092365000000000017 0.078345000000000012 0.10532000000000001 -0.47013499999999991 0.10396500000000002 -0.42850999999999995 0.15950500000000004 -0.076779999999999987 -0.11033999999999998 0.11747 0.096475000000000019 0.067785000000000012 -0.42170999999999997 -0.42198999999999992 1.0000000180025095e-35 -0.15879999999999997 -0.070084999999999981 0.084770000000000012 0.076905000000000015 0.0038750000000000004 0.086685000000000012 0.08865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 5 -3 -7 -8 22 10 11 -9 18 -4 -15 -10 -17 29 -11 -6 -13 -22 24 -24 -1 27 -27 -26 -29 -18
right_child=1 2 13 -5 19 6 7 9 15 12 -12 20 -14 14 -16 16 17 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0044085173592908686 0.0038334289765436682 -0.00079030633421254941 0.0018106371372952252 0.00080020858428753584 0.0024648009371750676 0.0042599529876315469 0.004069118790181802 0.0035551283221928885 0.0019523678077751974 0.0045710450456687406 0.0038834086997522436 0.0016038077470184116 0.0015255569880171503 0.00058742439052013708 -0.0017617746935953062 0.0043330848777263673 0.0029416331314459886 0.0049822186717363237 0.0023197423811698792 0.0046759122016484835 -0.0015962094377898702 0.00096254440881814933 0.0028512664026196094 0.0053111584076458249 0.0036456627348592416 0.003317745500300806 0.00052360512796845269 0.00067747028235042115 0.0031695198690912551 0.0040849947770638393
leaf_weight=94 67 21 35 22 39 22 24 22 52 27 28 108 56 46 22 62 588 20 30 23 25 135 23 48 1187 62 23 22 137 51
leaf_count=94 67 21 35 22 39 22 24 22 52 27 28 108 56 46 22 62 588 20 30 23 25 135 23 48 1187 62 23 22 137 51
internal_value=0 0.00193914 0.00174771 0.00341055 0.00197695 0.0018141 0.00192876 0.00181604 0.00343479 0.00169058 0.00141572 0.00117746 0.00246409 0.000501309 -0.000172611 0.00311492 0.00319877 0.00309205 0.00338615 0.00328505 0.000982274 0.000562739 0.00358972 0.00451429 0.00354667 0.00349006 0.00256168 0.00354869 0.00282471 0.00303289
internal_weight=0 730 663 2391 560 498 477 455 2369 431 318 290 113 103 68 773 721 659 57 62 268 160 1596 71 1525 1431 85 1346 159 639
internal_count=3121 730 663 2391 560 498 477 455 2369 431 318 290 113 103 68 773 721 659 57 62 268 160 1596 71 1525 1431 85 1346 159 639
is_linear=0
shrinkage=0.0149411


Tree=2730
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 1 0 457 1 12 132 133 15 13 4 52 2 43 4 52 131 43 0 12 3
split_gain=90.2896 14.7601 9.19808 7.78285 6.9795 4.62047 3.02669 2.59798 2.50416 2.46703 1.67527 1.94304 1.47554 1.4002 1.38194 1.20547 1.32254 1.11023 1.0812 1.04951 0.973974 0.932512 1.05606 0.932353 0.97318 0.902962 0.790349 0.772271 0.839758 0.762815
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.077845000000000011 0.086920000000000011 -0.095504999999999993 0.080930000000000016 0.15022500000000003 0.087695000000000009 0.091050000000000006 0.089200000000000015 -0.095869999999999983 0.049530000000000012 -0.50940999999999981 0.056145000000000007 0.13754500000000003 -0.065269999999999981 0.038415000000000012 0.0031350000000000002 0.091440000000000007 -0.080324999999999994 0.14486500000000005 0.099815000000000015 0.42240500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 15 7 -6 10 12 -5 14 17 23 20 19 16 -3 -12 -13 -1 21 22 -4 27 -25 -2 -11 28 -7 -15
right_child=1 2 13 9 6 8 -8 -9 -10 26 11 18 -14 29 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0022313059358098331 0.0018540419430116536 0.00096999738417391621 0.00047477946384807506 0.0016724790567950376 0.0015863550584211208 0.0018279031722670737 0.00098653452245341003 0.002102543148414729 0.0011655280782297776 0.0011688840649989743 0.0016592301567238347 0.0017589567092144598 0.0011965433629936271 0.00052086259559831142 0.0017349532287971169 0.00046958967744830293 0.00061748783965810097 0.0012138524451454601 0.0014595094118863366 0.0018376116861638044 0.00094317540887413028 0.00039850483454899945 0.0010449959534692857 0.0014161757966855001 0.0017196897079315382 0.0014123009222217929 0.00074994596425732678 0.0013991694255305713 0.0016187477293717928 0.000119478394254388
leaf_weight=22 54 241 20 28 83 143 39 76 41 49 31 329 24 32 602 20 39 41 43 730 30 46 21 87 54 20 20 23 105 28
leaf_count=22 54 241 20 28 83 143 39 76 41 49 31 329 24 32 602 20 39 41 43 730 30 46 21 87 54 20 20 23 105 28
internal_value=0 0.000986374 0.000893932 0.00172086 0.00103646 0.0017412 0.00139461 0.00178092 0.00158514 0.00122787 0.00176732 0.00167266 0.0016246 0.000554124 0.00179837 0.000890811 0.000920898 0.00140561 0.00172434 0.00184913 0.000667239 0.000572089 0.000766842 0.00164954 0.00153242 0.00173465 0.00104745 0.00171048 0.00173935 0.00033355
internal_weight=0 673 599 2448 422 2351 122 1874 477 97 1798 444 436 177 1354 300 280 72 372 752 117 87 41 412 141 74 69 271 248 60
internal_count=3121 673 599 2448 422 2351 122 1874 477 97 1798 444 436 177 1354 300 280 72 372 752 117 87 41 412 141 74 69 271 248 60
is_linear=0
shrinkage=0.00177594


Tree=2731
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 4 1 49 1 1 4 1 2 40 1 0 47 12 50 12 1 4 52
split_gain=167.015 27.077 14.8664 12.329 8.79952 8.5116 6.58325 6.42855 6.27693 4.48018 3.93758 3.67525 2.63726 2.15419 2.1432 1.91284 1.74812 1.52111 2.21248 1.26873 1.22772 1.17466 1.30544 1.10943 1.08268 1.06847 0.976453 0.904897 0.860556 0.853099
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.091265000000000013 0.09253500000000002 0.062655000000000016 -0.15464999999999998 0.087135000000000004 -0.054984999999999992 0.13436000000000001 0.16175000000000003 -0.015039999999999998 0.086455000000000018 0.13501500000000002 -0.077714999999999992 0.075045000000000014 -0.046359999999999991 0.090280000000000013 0.08401500000000002 0.041865000000000006 0.090165000000000009 0.12958500000000003 -0.0019149999999999998 0.31359500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 20 27 9 11 -4 13 -9 29 -2 -14 25 21 26 -5 -3 22 -11 -16 28 -6 -19 -8 -15 -1
right_child=1 4 10 19 16 -7 7 12 -10 17 -12 -13 15 24 23 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024064940689180756 0.0015110155808238746 0.00083498469607176998 0.0020398183517023397 0.0012672918058471206 0.00037502063012721841 0.0014793495070530591 0.0019786915909034294 0.001700834677293639 0.0013192739149639828 0.0022656382363191842 0.0012280718821143508 0.0028268987153355321 0.0010491793525267848 0.0016690782618288902 0.0023430127994585799 0.00049336744350351189 -0.00010747155553195642 0.0022831615553681188 0.0015759759799196225 0.00073747500992892066 0.00039982310134984811 0.0024355814196324343 0.0019504877016679699 0.0019745541117647931 0.0022728869780393119 0.00087628192102138071 0.0020607907369818569 0.0014633780480668619 0.0021535578871464726 0.002109220104673769
leaf_weight=995 23 46 34 61 55 48 34 20 24 255 63 62 150 20 58 27 21 113 28 23 50 111 60 63 350 22 206 20 42 37
leaf_count=995 23 46 34 61 55 48 34 20 24 255 63 62 150 20 58 27 21 113 28 23 50 111 60 63 350 22 206 20 42 37
internal_value=0 0.00116882 0.00225011 0.00170751 0.000892821 0.00228054 0.00103648 0.00120023 0.00229724 0.00230754 0.0015126 0.0023686 0.00103916 0.00234892 0.00204892 0.000964394 0.000384157 0.00218857 0.00209408 0.00112222 0.000608338 0.00226553 0.00220561 0.00215117 0.00223141 0.000518238 0.00213956 0.00178783 0.00199727 0.00239584
internal_weight=0 673 2448 228 445 2351 347 251 2303 2279 97 1506 197 1444 144 177 98 773 347 84 96 426 315 121 412 77 319 54 62 1032
internal_count=3121 673 2448 228 445 2351 347 251 2303 2279 97 1506 197 1444 144 177 98 773 347 84 96 426 315 121 412 77 319 54 62 1032
is_linear=0
shrinkage=0.00192234


Tree=2732
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 2 16 4 1 0 13 15 4 4 16 49 0 160 3 2 47 131 43 15
split_gain=172.582 27.3618 17.4749 13.3052 9.77213 8.72855 4.7402 4.73774 4.38468 4.03455 3.75251 3.35867 3.05777 2.95103 2.72415 3.07728 1.60271 1.38804 1.35414 1.34965 1.74207 1.88365 1.54389 1.17927 1.32182 1.14401 1.01348 0.99403 0.954586 0.943633
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.11474000000000002 0.092845000000000025 0.14285500000000004 -0.52595999999999987 0.27834500000000006 0.086920000000000011 -0.097024999999999986 0.049530000000000012 -0.095869999999999983 -0.0070899999999999991 -0.013125 -0.45661999999999997 -0.009244999999999998 0.14486500000000005 -0.067824999999999983 -0.010424999999999999 0.089885000000000007 0.090100000000000013 0.09031500000000002 0.0034250000000000005 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 26 7 11 14 12 18 -5 13 -7 -4 25 17 -17 -16 -6 22 -21 -22 28 -15 -25 -1 -3 -2 -14 -13
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 29 19 23 15 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020275078411368446 0.0020565312130670717 0.0009061546508811548 0.0010413412898967246 0.0017216067199723611 0.0020604704933303297 0.001208290247600599 0.0011224671903426369 0.002381009228260139 0.0013017447629627096 0.0010004877560055858 0.0010830518284803562 0.0004927293665364684 0.0019887340459885231 0.00084557148888971673 0.0017794782453566884 0.0019456544980879066 0.0016251853822686142 0.0012986935651039006 0.001590898491896887 0.0020705160115309603 0.0012203828861139133 0.0017295693985228248 0.0015605377535956243 0.00068703844473375834 0.00027150669876887281 0.0019174331586562607 0.0012095166403480948 0.0016620718760666426 0.0017717431233296519 0.00017449254155665507
leaf_weight=931 47 190 39 37 21 21 37 70 48 26 60 37 195 23 28 329 44 32 56 33 20 187 31 32 47 314 32 24 68 62
leaf_count=931 47 190 39 37 21 21 37 70 48 26 60 37 195 23 28 329 44 32 56 33 20 187 31 32 47 314 32 24 68 62
internal_value=0 0.000997297 0.000888097 0.00189899 0.00113614 0.00192261 0.000597066 0.00197904 0.00175901 0.0015376 0.00132662 0.000516067 0.00179855 0.000672387 0.00196227 0.00185453 0.00190785 0.00152306 0.00171896 0.00182176 0.00173402 0.00168037 0.0018934 0.000531316 0.000439823 0.00199975 0.000949883 0.00192319 0.00193263 0.00029343
internal_weight=0 673 602 2448 325 2351 277 1748 603 103 97 240 555 141 1678 433 373 60 77 534 240 207 294 102 79 1245 222 71 263 99
internal_count=3121 673 602 2448 325 2351 277 1748 603 103 97 240 555 141 1678 433 373 60 77 534 240 207 294 102 79 1245 222 71 263 99
is_linear=0
shrinkage=0.00157699


Tree=2733
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 4 1 52 1 1 2 132 106 2 3 52 4 42 13 43 52 12 133 3
split_gain=99.9825 16.5076 10.503 9.46979 7.31254 5.27764 4.39441 3.35172 3.28203 2.71583 2.49405 2.45484 1.28957 1.11498 1.07313 0.99193 1.34443 0.890721 0.95938 0.930927 0.866935 0.850768 0.843846 0.764107 1.12265 0.994142 0.965093 0.763305 0.730982 1.30993
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.069389999999999993 0.086920000000000011 -0.56176499999999996 0.16773500000000005 0.089770000000000016 0.097845000000000015 0.08696000000000001 0.087690000000000004 0.14122000000000004 0.30112000000000005 -0.16675999999999999 -0.036839999999999991 0.088670000000000013 -0.28558999999999996 -0.050459999999999998 0.048770000000000008 0.095780000000000018 0.032270000000000007 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 17 6 8 -6 10 -5 12 -4 -1 -12 23 27 -17 18 19 20 -3 -10 -2 24 26 -26 -13 28 29 -15
right_child=1 2 11 9 7 -7 -8 -9 21 -11 13 14 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018801940797896156 0.0019163116299182395 0.0010623184800152697 0.0011161084027133451 0.001627201005089013 0.0016284512815069308 0.0012060853083189511 0.0010451125941905515 0.00099601530823571782 0.0018311285940209067 0.0010043899670745648 0.0019930887916236569 0.00025208306165427631 0.0017603327803956178 0.0013716127470616809 0.00010996926959363799 0.0011391222451646497 0.0016748168139084931 0.00061363334580601895 0.00056400741620989733 0.00062167429444976254 0.00077721969038331432 0.0022499919540329627 0.0015111895402022627 0.00037570957812253899 0.00055122484699080064 0.0010873410680482551 0.00074847923860506911 0.0016556642418173858 0.0018415027557022096 0.0017561867544537673
leaf_weight=930 50 169 22 34 82 48 24 39 20 63 45 30 407 33 21 22 45 30 20 22 42 65 24 57 20 24 21 302 228 182
leaf_count=930 50 169 22 34 82 48 24 39 20 63 45 30 407 33 21 22 45 30 20 22 42 65 24 57 20 24 21 302 228 182
internal_value=0 0.000993586 0.000895825 0.00176649 0.0010592 0.00178892 0.00180107 0.00142461 0.00180903 0.00122269 0.00179577 0.000557336 0.00184371 0.00172098 0.000486278 0.0017059 0.00149892 0.000902972 0.000937281 0.000969321 0.00100557 0.00215144 0.00178492 0.000538268 0.000635803 0.000843652 0.000456481 0.00172451 0.00177145 0.00169716
internal_weight=0 673 599 2448 404 2351 2303 121 2279 97 2194 195 1337 857 173 812 67 283 253 233 211 85 74 152 95 44 51 745 443 215
internal_count=3121 673 599 2448 404 2351 2303 121 2279 97 2194 195 1337 857 173 812 67 283 253 233 211 85 74 152 95 44 51 745 443 215
is_linear=0
shrinkage=0.00177594


Tree=2734
num_leaves=31
num_cat=0
split_feature=1 1 1 12 12 2 150 4 43 132 133 1 14 4 52 1444 4 0 52 3 51 2 13 156 4 2 2 130 2 51
split_gain=7.40199 1.19447 0.869384 0.808899 0.771663 0.650431 0.622134 0.522751 0.427658 0.425477 0.408656 0.397388 0.391222 0.38958 0.485177 0.445867 0.435012 0.404489 0.494995 0.499164 0.420188 0.575463 0.439144 0.386334 0.365156 0.358437 0.36497 0.352034 0.511183 0.499771
threshold=0.10752500000000002 0.13559000000000002 0.091195000000000012 1.0000000180025095e-35 -0.010834999999999999 0.13404500000000005 1.0000000180025095e-35 -0.036839999999999991 -0.080884999999999985 0.082230000000000011 0.089405000000000012 0.096255000000000021 0.062655000000000016 0.033845000000000007 1.0000000180025095e-35 -0.083894999999999983 -0.55119499999999988 -0.07929499999999999 0.024145000000000003 -0.11171999999999999 0.11548000000000001 0.094095000000000012 -0.081434999999999994 0.096630000000000008 -0.011884999999999998 0.11362000000000001 -0.0050599999999999994 0.09721500000000001 0.11448000000000001 -0.087719999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 8 12 -6 -5 -4 10 23 -8 13 15 27 -1 -17 20 19 -19 21 -18 -22 25 -21 26 -2 28 29 -15
right_child=1 -3 4 7 6 -7 11 -9 -10 -11 -12 -13 -14 14 -16 16 17 18 -20 24 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016032087354357863 0.0015861037590176237 0.00085752924973267876 0.0023793879495151988 0.0041327364860592715 0.0031837666977742162 0.0019168582727555172 0.0030958066625160728 0.0023809605761886147 0.00065810379541499184 0.00023679044236316158 0.00063226867245110528 0.0010912342928991953 0.0041806114900709759 0.00064551794761083764 0.0035058126827333903 0.0051125213830642063 0.0034938664773295678 0.001409934160830029 0.0034735657687491109 0.0031576176186963109 0.0037292538286224928 0.0049565212806873407 0.0013845137605105078 0.0034600369814646193 0.0017077561380391753 0.0013484330286539486 0.0033569013332345825 0.00093104703453333957 0.0043411751814143593 0.0027343486604982188
leaf_weight=21 34 184 57 33 331 49 24 114 35 29 37 39 81 22 101 22 1068 39 233 165 21 42 28 25 31 98 36 21 22 79
leaf_count=21 34 184 57 33 331 49 24 114 35 29 37 39 81 22 101 22 1068 39 233 165 21 42 28 25 31 98 36 21 22 79
internal_value=0 0.00167674 0.00320126 0.00204801 0.00273527 0.003312 0.00297128 0.00277422 0.00172455 0.00163585 0.00181225 0.00185488 0.00334625 0.00331096 0.00285453 0.00337792 0.00340052 0.00337737 0.00307324 0.00267632 0.00350018 0.00354921 0.0023894 0.00203846 0.0029283 0.00182692 0.0024968 0.00239773 0.00264814 0.00227936
internal_weight=0 590 2531 406 486 2045 394 147 92 259 230 63 1996 1915 245 1670 1649 1627 468 235 1159 1110 49 193 196 168 70 144 123 101
internal_count=3121 590 2531 406 486 2045 394 147 92 259 230 63 1996 1915 245 1670 1649 1627 468 235 1159 1110 49 193 196 168 70 144 123 101
is_linear=0
shrinkage=0.0122569


Tree=2735
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 2 49 52 50 2 12 4 475 40 15 52 52 13 42 16 42 43 1
split_gain=118.937 19.6108 10.757 8.55432 7.53613 5.61202 4.61532 3.98818 3.52882 3.2229 3.06242 1.8257 3.42951 1.79468 1.45667 1.37209 1.34074 1.31067 1.98614 1.10048 1.07966 1.07152 1.05071 1.59784 1.19615 1.08087 1.0378 1.03298 1.74501 1.00994
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10731 0.062655000000000016 0.077845000000000011 0.14285500000000004 0.089625000000000024 0.090425000000000019 -0.054984999999999992 0.12603000000000003 0.041865000000000006 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 -0.07550999999999998 -0.077714999999999992 0.079055000000000014 0.039215000000000007 -0.12647999999999995 -0.051094999999999995 -0.044809999999999996 0.19444000000000003 0.085465000000000013 -0.077319999999999986 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 20 -8 11 -4 19 17 16 -2 -9 -6 -13 18 -1 -7 -3 27 23 -21 -25 -26 -24 -19 -29 -5
right_child=1 4 9 29 15 10 7 14 -10 -11 -12 12 -14 -15 -16 -17 -18 21 -20 22 -22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=0.0024736724611587259 0.0012643731762980771 0.00082532546559574405 0.0017752175978149871 0.0011321824712226122 0.00031109121281474065 0.001969675566611337 0.001434699228649982 0.00089023169140682481 0.0022768336677845913 0.0010856174609614291 0.0012491831086224464 0.0014177905751268499 0.0011488312998331656 0.0017733560401434474 0.0013113141977571139 0.00078767338606308105 0.0018654425256349446 0.0018329356522185092 0.0019438644395275051 0.0017742501592275884 0.00046497548981000843 0.0019152997996578335 0.0018710326716990433 0.001671534219950521 0.0015975028302469912 0.0010852034990864873 0.0014724133501292623 0.0011321077542376719 0.0017710977749842364 0.00071883470243017404
leaf_weight=21 24 47 28 61 75 57 67 165 76 67 39 21 23 127 28 23 272 86 1131 110 50 187 141 46 20 30 22 20 33 24
leaf_count=21 24 47 28 61 75 57 67 165 76 67 39 21 23 127 28 23 272 86 1131 110 50 187 141 46 20 30 22 20 33 24
internal_value=0 0.00104934 0.00185193 0.00144863 0.000842236 0.00187483 0.000957336 0.00107588 0.00191656 0.00128887 0.00170702 0.0019013 0.00178354 0.00169246 0.000951321 0.000422942 0.00183336 0.00192648 0.00195352 0.00174893 0.000639578 0.00183093 0.00171483 0.00163381 0.00147288 0.00129012 0.00181723 0.00171742 0.00152997 0.00101547
internal_weight=0 691 2430 236 455 2335 357 260 1870 95 465 1794 316 151 193 98 293 1478 1152 426 97 326 369 206 96 50 163 139 53 85
internal_count=3121 691 2430 236 455 2335 357 260 1870 95 465 1794 316 151 193 98 293 1478 1152 426 97 326 369 206 96 50 163 139 53 85
is_linear=0
shrinkage=0.00170698


Tree=2736
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 3 14 47 0 12 2 0 15 2 2 48 156 3 16 3 3 2 16 4 16
split_gain=114.393 13.2782 12.6128 11.7668 7.14302 5.33612 4.66219 4.33754 3.97706 3.34271 2.54776 2.11647 1.90278 1.80287 1.62179 1.46612 1.42532 1.92854 1.33967 1.3251 1.30683 1.27592 1.14509 1.42389 0.943846 0.874323 0.864446 0.826581 0.810282 0.806892
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.090285000000000018 0.40124500000000002 -0.16363499999999997 0.033845000000000007 -0.11171999999999999 0.076175000000000007 0.077555000000000013 -0.067094999999999988 0.13597000000000004 0.10444500000000002 -0.11242999999999999 -0.095244999999999982 0.14122000000000004 0.17025000000000004 0.081275000000000014 0.092190000000000008 -0.13927999999999999 -0.040964999999999994 0.090900000000000009 -0.13309499999999996 0.090790000000000023 0.23311500000000004 -0.036839999999999991 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 19 11 28 -6 14 -1 16 21 15 22 20 17 -4 29 -3 -10 24 27 -24 26 -11 -12 -8 -5 -2
right_child=1 5 6 7 8 -7 9 -9 13 25 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013200654773357014 0.00099999194924539517 0.00065586775945426572 0.0021450200086134607 0.0021152003367454716 0.0019865029742463275 0.0013223654848718471 0.0024525586123972393 0.0011017206325016112 0.0018931467335490525 0.0013180146657798125 0.0020943762218803359 0.0024681194885096203 0.0023479936425633628 0.00083731480997091242 0.0015268975120578123 0.0011331635976411082 0.0020768640683317312 0.0013522595539293338 0.00059479583364673494 0.00030578104044380063 0.0013592667908374273 0.0022855935628444519 0.0020150798656001171 0.0018429021316443469 0.0015637824078532771 0.0017205537653797473 0.0017615218033037419 0.0020503411426953267 0.0017618358635240693 0.0013334491163657985
leaf_weight=26 170 141 20 32 31 38 26 33 23 21 43 46 32 28 29 57 1053 22 25 50 49 21 420 269 42 150 70 53 72 29
leaf_count=26 170 141 20 32 31 38 26 33 23 21 43 46 32 28 29 57 1053 22 25 50 49 21 420 269 42 150 70 53 72 29
internal_value=0 0.00103805 0.0019415 0.00125882 0.00164991 0.000690027 0.00199984 0.00168537 0.00138172 0.00190553 0.00186538 0.00207986 0.00193354 0.0012623 0.00195582 0.00135455 0.00206355 0.00172976 0.00099794 0.000564222 0.00152981 0.00185819 0.00197202 0.00194786 0.00180028 0.00167112 0.00188818 0.00218272 0.00187056 0.00104859
internal_weight=0 590 2531 361 422 229 2109 137 188 968 234 1141 208 157 797 129 1095 42 224 191 72 176 768 689 155 171 113 79 104 199
internal_count=3121 590 2531 361 422 229 2109 137 188 968 234 1141 208 157 797 129 1095 42 224 191 72 176 768 689 155 171 113 79 104 199
is_linear=0
shrinkage=0.00184769


Tree=2737
num_leaves=31
num_cat=0
split_feature=1 4 4 150 3 1 151 0 12 49 475 2 2 2 4 14 16 151 4 12 1 49 1 484 484 133 133 49 484 1429
split_gain=7.4589 1.17638 0.878381 0.689184 0.674184 0.642364 0.49794 0.446631 0.743245 0.4355 0.467901 0.422818 0.348168 0.80253 0.692274 0.328606 0.407019 0.465828 0.360013 0.313442 0.310196 0.314823 0.297349 0.285406 0.487428 0.533804 0.738386 0.40423 0.638012 0.341144
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 0.084680000000000019 -0.065819999999999976 0.15471500000000002 0.057610000000000008 -0.14920999999999998 1.0000000180025095e-35 0.14705000000000004 0.0071950000000000009 0.14285500000000004 0.079055000000000014 0.085730000000000015 -0.0047449999999999992 -0.45687499999999998 -0.42170999999999997 0.050660000000000004 0.50822500000000004 0.086095000000000019 0.12000500000000001 -1.0000000180025095e-35 0.13842500000000005 0.087020000000000014 0.062030000000000009 -0.012164999999999999 0.085355000000000014 0.11428500000000001 0.091880000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 15 9 19 -9 10 12 -2 14 -14 -6 18 17 20 -3 -1 21 -17 -22 24 29 -26 -27 28 -25 -10
right_child=1 5 -4 -5 6 -7 -8 8 23 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=0.0057467749230949881 0.0030804056544205182 0.0037949585784047809 0.0019283026980272662 0.0014336884830238551 0.00096855762517508248 -0.00047338314565150335 0.0011622965236521504 0.0015971407424561371 0.0036611066340575178 0.0014287163893214818 0.0051763081797290833 0.0012717784104566907 0.005702078936431247 0.0032309917690862902 0.0035661096094025397 0.00067950342197697759 0.00016667131432780471 0.0034469396806697471 0.0015654026289213785 0.0037379215643335074 -4.7153136858884137e-05 0.0028192290812810205 0.0018169009377014388 0.0062723178255544446 0.00456348685813175 0.00033949774021863277 0.0033180438287168201 0.0025119286390652843 0.004039234372428425 0.0044843930497706595
leaf_weight=33 192 21 59 87 34 35 22 31 1550 23 24 27 26 324 42 20 50 21 36 25 42 34 25 30 20 27 35 21 107 98
leaf_count=33 192 21 59 87 34 35 22 31 1550 23 24 27 26 324 42 20 50 21 36 25 42 34 25 30 20 27 35 21 107 98
internal_value=0 0.0018705 0.00356014 0.00245264 0.00359909 0.00124326 0.00315246 0.00371091 0.00367555 0.00324502 0.00333785 0.00285742 0.00323428 0.00341456 0.00240405 0.00148455 0.00121669 0.00158642 0.00238682 0.00488089 0.00126352 0.00202674 0.000648389 0.00370968 0.0036594 0.00264107 0.00202094 0.00426024 0.00452823 0.00371006
internal_weight=0 590 2531 306 2472 284 495 1977 1919 473 450 219 426 350 76 249 192 142 57 58 121 54 67 1888 1730 82 62 158 137 1648
internal_count=3121 590 2531 306 2472 284 495 1977 1919 473 450 219 426 350 76 249 192 142 57 58 121 54 67 1888 1730 82 62 158 137 1648
is_linear=0
shrinkage=0.0135326


Tree=2738
num_leaves=31
num_cat=0
split_feature=1 1 4 52 12 12 2 4 4 4 43 4 0 42 0 52 1447 13 1375 0 0 12 4 1 15 13 1456 4 1 15
split_gain=6.04171 0.978953 0.731965 0.769099 0.691076 0.540413 0.504555 0.501086 0.492566 0.42064 0.416355 0.39355 0.404666 0.388312 0.347642 0.438871 0.398639 0.322592 0.435125 0.364801 1.01592 0.514637 0.384055 0.356633 0.322257 0.33601 0.321018 0.31692 0.312735 0.306261
threshold=0.10752500000000002 0.13657000000000002 0.24564500000000003 0.039215000000000007 1.0000000180025095e-35 -0.010834999999999999 0.13754500000000003 0.40124500000000002 -0.095774999999999985 0.181285 -0.079914999999999986 -0.082249999999999976 -0.046359999999999991 -0.0060199999999999993 -0.087084999999999982 0.11277500000000001 -0.085684999999999997 -0.078279999999999975 -0.062154999999999995 -0.14832499999999996 -0.10607499999999999 0.087925000000000017 0.00063500000000000004 0.086105000000000015 0.090455000000000021 -0.082574999999999982 0.086620000000000016 -0.51843499999999987 0.16773500000000005 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 10 8 9 -6 -1 11 -2 14 17 -10 24 16 -16 -13 -19 23 -21 -22 29 -20 25 -7 27 -18 -3 -23
right_child=1 28 3 -5 7 6 -8 -9 13 -11 -12 12 -14 -15 15 -17 26 18 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074457190704725986 0.00088092675479551307 0.0012860649678015103 0.0014770993575136831 0.0041964745509230038 0.0039365752758193919 0.0073354840657299568 0.0021220764853130715 0.0017223389259425599 0.004543044590727803 0.0062837168262552283 0.0023689675068889462 0.0041711096256309508 0.0016233011272460832 0.002722297098439996 0.0064920710478703399 0.0023567400950257646 0.0060834383093847444 0.0013490633458887961 0.0062990068872297968 7.2200663391668713e-05 0.0053009354426290572 0.0042816891513157715 0.0029025015263766723 0.0038408966561828176 0.0034215036645534377 0.0050563019217919431 0.0022746909288916873 0.0042077991627144755 -0.0007788157390247293 0.003425626316883102
leaf_weight=22 69 151 67 49 112 23 37 37 51 23 198 755 21 85 22 33 26 21 29 21 54 231 152 36 23 75 22 429 23 224
leaf_count=22 69 151 67 49 112 23 37 37 51 23 198 755 21 85 22 33 26 21 29 21 54 231 152 36 23 75 22 429 23 224
internal_value=0 0.00205211 0.00390581 0.0026258 0.00248669 0.00396729 0.00403258 0.00338673 0.00303463 0.00406443 0.00198442 0.00404119 0.00389761 0.00340508 0.00438069 0.00419917 0.00432101 0.00392897 0.00369093 0.00375676 0.00364422 0.0037577 0.00362041 0.00493759 0.00517879 0.00559121 0.00422088 0.00431498 0.00101312 0.00386024
internal_weight=0 590 2531 116 416 2415 2257 149 158 2220 267 2197 1544 136 653 532 499 1523 768 747 682 661 607 65 121 98 477 455 174 455
internal_count=3121 590 2531 116 416 2415 2257 149 158 2220 267 2197 1544 136 653 532 499 1523 768 747 682 661 607 65 121 98 477 455 174 455
is_linear=0
shrinkage=0.0164962


Tree=2739
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 39 44 4 13 13 2 48 52 52 0 34 2 2 4 16 159 31 15 12 1455 4 0 16 0 0
split_gain=4.92452 0.833746 0.664989 0.586234 0.559777 0.53091 0.448777 0.464427 0.508619 0.500304 0.437426 0.409373 0.397193 0.399998 0.405635 0.371263 0.480707 0.55689 0.393069 0.414913 0.452372 0.368735 0.347773 0.323996 0.428523 0.339924 0.533214 0.486273 0.800324 0.816311
threshold=0.10920500000000001 -0.063814999999999997 0.11924500000000002 0.10731 0.31358000000000003 0.056590000000000008 0.081805000000000017 0.24564500000000003 -0.16152999999999998 -0.13710499999999998 0.11411 -1.0000000180025095e-35 -0.087769999999999987 1.0000000180025095e-35 -0.067094999999999988 -0.021334999999999996 0.10981000000000002 -1.0000000180025095e-35 -0.064804999999999988 -0.059624999999999991 0.097885000000000014 -0.077289999999999984 -0.41942499999999994 0.11734000000000001 0.10752500000000002 -0.073934999999999987 -0.046359999999999991 -0.14771999999999999 -0.10224499999999999 -0.21861499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 -4 15 6 7 8 -1 -10 -2 -9 -7 14 -14 21 17 -17 -18 -20 -21 -3 -12 24 25 -11 27 -27 29 -29
right_child=1 4 3 -5 -6 12 -8 11 9 23 22 -13 13 -15 -16 16 18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00092958404861747074 0.0031845299590694434 0.0013108557049987025 0.0030687156365190754 -0.00037542582897988314 -0.00080926294084995572 0.003758433672345646 0.0052816254382681725 0.00048345271633052196 0.0049797332819341133 0.003552468990356722 0.0029470316764608037 0.002831187153910804 0.0020226916675421141 0.0033362886654207009 -0.00041827178281000758 0.0010638820171919475 0.0030534792693432348 0.0039288746073788501 0.0015774099236865252 -0.0010480918791343835 0.0014634286252997917 -0.0010722840025421056 0.00067157007233153705 0.0023802068866754112 0.0050227833225587057 0.0043766786804531064 0.00086480259867096091 0.0029249324802784003 0.0032522573720750471 -0.00012363994199371273
leaf_weight=20 101 38 24 22 28 39 27 23 44 974 26 69 64 36 21 26 27 40 137 36 31 25 39 79 36 77 23 51 904 34
leaf_count=20 101 38 24 22 28 39 27 23 44 974 26 69 64 36 21 26 27 40 137 36 31 25 39 79 36 77 23 51 904 34
internal_value=0 0.00165306 0.00323739 0.00142152 0.00126636 0.00327053 0.0033281 0.0033055 0.00334905 0.00337082 0.00255694 0.00224425 0.00242096 0.00198988 0.00141963 0.00142779 0.0016532 0.00280024 0.00132547 0.00109677 0.000113955 0.000365165 0.00158175 0.00333832 0.00337438 0.00334562 0.00316061 0.00321014 0.00311932 0.0017055
internal_weight=0 554 2567 46 388 2521 2361 2334 2242 2222 166 92 160 121 85 360 297 66 231 204 67 63 65 2178 2099 2063 1089 1066 989 85
internal_count=3121 554 2567 46 388 2521 2361 2334 2242 2222 166 92 160 121 85 360 297 66 231 204 67 63 65 2178 2099 2063 1089 1066 989 85
is_linear=0
shrinkage=0.01524


Tree=2740
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 1 2 150 2 132 14 133 2 2 43 131 4 52 1447 1 16 1 13 15
split_gain=129.659 21.2914 14.2228 10.6516 9.83266 5.83606 4.63541 3.74066 3.70244 3.56541 3.17896 2.06366 2.16236 1.7399 1.52441 1.27416 1.24639 1.43247 1.23626 1.22482 1.20915 1.1168 1.07698 1.0394 0.960658 0.892543 0.892266 1.28397 0.868217 0.854838
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.077845000000000011 0.14122000000000004 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.08696000000000001 -0.46166999999999997 0.089200000000000015 0.088850000000000012 0.16394500000000004 -0.080324999999999994 0.09031500000000002 0.022185000000000003 0.40674500000000008 -0.082869999999999985 0.11588000000000001 -1.0000000180025095e-35 0.11392000000000001 -0.004174999999999999 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 15 6 11 19 25 -5 13 18 14 22 -13 16 -3 26 23 28 -11 -2 -7 29 -20 -6 27 -18 -4 -1
right_child=1 2 7 9 8 10 -8 -9 -10 20 -12 12 -14 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022347036453110843 0.0019745082687161793 0.0012195591816130153 0.00033892507843216182 0.0017578876322815813 0.0018315661085968062 0.0017909682924224998 0.0022875241136262924 0.0010876821810010978 0.00097231186993926625 0.0011566933808171522 0.0011683999928294882 0.0013278095445355496 0.0012731856736560587 0.001252496042260363 0.0018042350153072671 0.00047183346966202466 0.0010713120589904077 0.0004612268602953693 0.0020814207888843091 0.00011222105489839056 0.00063851449496204343 0.0015132293997621186 0.0015914392518350056 0.0015327649622863962 0.0017888360273757501 0.001460557520753504 0.00062396591596866158 0.00074852572460685812 0.00069034145086236873 0.001914038492018026
leaf_weight=27 49 27 85 28 39 238 79 23 39 49 41 23 31 27 268 30 89 31 38 57 20 25 133 22 516 43 37 69 30 908
leaf_count=27 49 27 85 28 39 238 79 23 39 49 41 23 31 27 268 30 89 31 38 57 20 25 133 22 516 43 37 69 30 908
internal_value=0 0.000919958 0.000808932 0.00180012 0.000999055 0.00182392 0.00186632 0.000415037 0.00142277 0.00122339 0.00163926 0.00184816 0.00171908 0.00168776 0.00176658 0.00081789 0.000858925 0.00081584 0.00187567 0.00032509 0.0010065 0.00181867 0.00171944 0.00191432 0.00180891 0.00163701 0.000872214 0.000930348 0.000430599 0.0019233
internal_weight=0 673 599 2448 404 2351 1912 195 121 97 439 1833 322 398 291 283 253 226 1511 172 69 74 371 957 554 82 195 158 115 935
internal_count=3121 673 599 2448 404 2351 1912 195 121 97 439 1833 322 398 291 283 253 226 1511 172 69 74 371 957 554 82 195 158 115 935
is_linear=0
shrinkage=0.00177594


Tree=2741
num_leaves=31
num_cat=0
split_feature=1 12 1 47 15 2 133 10 15 376 4 151 12 14 0 4 12 15 4 51 12 41 1454 1 12 1210 16 52 51 16
split_gain=4.71142 1.06106 0.656389 0.590691 0.507011 0.489583 0.616848 0.527265 0.517111 0.468203 0.44014 0.420798 0.377899 0.366283 0.365614 0.426891 0.784731 0.583439 0.355346 0.913136 0.35367 0.336302 0.423152 0.353415 0.484338 0.374993 0.330142 0.342175 0.369064 0.328329
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.035560000000000008 0.13754500000000003 0.088385000000000005 0.058500000000000003 -0.41942499999999994 0.080200000000000007 0.40124500000000002 -1.0000000180025095e-35 0.086305000000000007 -0.10708499999999999 -0.23194499999999998 -0.064054999999999987 -0.064509999999999984 -0.03241999999999999 -0.17966999999999997 -0.091704999999999995 0.10408500000000002 0.075585000000000013 0.083800000000000013 0.083345000000000016 0.085955000000000018 -0.087769999999999973 -0.071854999999999988 -0.53964499999999982 1.0000000180025095e-35 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 13 7 8 20 -7 -5 12 -10 21 -4 -1 -16 -17 -18 -15 -20 -2 22 23 24 25 -3 -14 -28 29 -29
right_child=3 10 4 9 -6 6 -8 -9 11 -11 -12 -13 26 18 15 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.004650548362519798 0.001415398605648712 0.0015439594339324812 0.0032289288263345332 0.0024475486922876212 0.0035337947365244333 0.00090043382582881415 0.0023761763817905972 2.7200223337326623e-05 0.00030607995655788862 0.00012450307343729581 0.0014146001253324981 -0.0021929020388889455 0.0031058678709704438 0.0033138489541633745 0.0035565268046383294 0.0034335191060785616 0.0020952007689809928 -0.00093536011503467036 -0.0013656621919635862 0.0016934744801372498 0.0032843857651564273 0.004449597060223443 0.001350651977374334 0.0020204882397034459 0.0051156736743515271 0.0033940979432509778 0.0034200686091934917 0.0029582119604677974 0.0016448724141184272 0.0023066601475255138
leaf_weight=22 88 23 30 95 35 39 20 44 22 21 35 34 770 22 72 49 34 20 21 245 26 48 23 39 31 389 113 380 74 257
leaf_count=22 88 23 30 95 35 39 20 44 22 21 35 34 770 22 72 49 34 20 21 245 26 48 23 39 31 389 113 380 74 257
internal_value=0 0.00284144 0.00228879 0.00118533 0.00192543 0.000827698 0.000128831 0.00133637 -0.000344295 0.002027 0.00298075 -0.00121116 0.00300628 0.00174841 0.00293987 0.00272481 0.00214342 0.000972771 0.00159419 0.00145196 0.00184166 0.00332341 0.00321637 0.00330539 0.00341851 0.00329081 0.00289626 0.00270039 0.00258601 0.00269534
internal_weight=0 2732 550 389 353 273 115 158 95 116 2182 56 2147 318 197 175 103 54 288 266 114 553 505 482 443 412 1594 824 711 637
internal_count=3121 2732 550 389 353 273 115 158 95 116 2182 56 2147 318 197 175 103 54 288 266 114 553 505 482 443 412 1594 824 711 637
is_linear=0
shrinkage=0.0140794


Tree=2742
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 2 4 4 14 16 47 131 52 2 3 0 160 15 3 160 0 15 150 159 2
split_gain=108.429 13.5164 11.1105 8.21334 7.45693 5.36624 4.73726 4.03646 2.91915 2.84613 2.52481 2.70371 2.37738 1.58585 1.50139 1.46075 1.44117 1.43628 1.92081 2.61586 1.32613 1.97337 1.32 1.31615 1.22688 1.20673 2.05317 1.0753 1.26489 1.75959
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.091475000000000015 0.12958500000000003 -0.17966999999999997 0.40124500000000002 0.11389000000000002 0.14285500000000004 0.27834500000000006 0.033845000000000007 0.076175000000000007 -0.069144999999999984 0.077555000000000013 0.082750000000000004 1.0000000180025095e-35 0.10402500000000002 -0.0043399999999999992 -0.066089999999999996 -0.081069999999999989 -0.41942499999999994 -0.061964999999999992 -0.067824999999999983 -0.11173999999999999 -0.095244999999999982 0.084680000000000019 0.076905000000000015 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 9 13 10 -6 -5 15 11 -3 20 25 -8 -1 22 18 19 -9 -7 -22 -12 -23 -13 26 -4 28 29 -2
right_child=1 6 5 8 7 12 14 17 -10 -11 16 24 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014826815784151379 0.0013965046321405914 0.00086593195911913807 0.0017688928766198641 0.0014797578210306542 0.0016214644530853028 0.001565543102142619 0.0006027887951188663 0.00080184178879386407 0.0008683888889612515 0.00090993849527914615 0.00035006609864797413 0.00071364066477110739 0.0012916101159369093 0.0019553699400050263 0.001198806344124601 0.0018658603234197599 0.00057823232956671705 0.0013196792845578114 0.00062941721162440036 0.0014246184791885674 0.00090462499534163944 0.0015293943534931264 -9.7421759855275341e-05 0.0011534528072559768 0.00027445056472823345 0.0016504229442115801 0.0011213713446499081 0.00058441467547333374 0.00065981130838785481 0.00081226851259639111
leaf_weight=179 22 45 24 89 28 502 20 51 29 22 30 23 156 46 29 33 20 23 56 30 20 141 48 32 79 1156 32 63 51 42
leaf_count=179 22 45 24 89 28 502 20 51 29 22 30 23 156 46 29 33 20 23 56 30 20 141 48 32 79 1156 32 63 51 42
internal_value=0 0.000734682 0.00153135 0.000987124 0.00128347 0.00158095 0.000480523 0.00103528 0.00132951 0.00148287 0.000385521 0.000524233 0.00147831 0.00165038 0.000955534 0.00154233 0.000177453 0.000932703 0.000867736 0.0010325 0.00152022 0.00140232 7.4689e-05 0.00145986 0.000373484 0.0016388 0.00139888 0.000760151 0.000856424 0.0010131
internal_weight=0 590 2531 296 422 2109 294 188 118 234 245 147 851 1258 49 212 98 160 137 81 695 193 78 173 102 1212 56 178 115 64
internal_count=3121 590 2531 296 422 2109 294 188 118 234 245 147 851 1258 49 212 98 160 137 81 695 193 78 173 102 1212 56 178 115 64
is_linear=0
shrinkage=0.00167351


Tree=2743
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 150 4 0 15 1 1 0 4 47 50 3 40 1 15 1 475 0 1
split_gain=116.777 18.6822 10.7476 9.51595 7.06292 5.79614 5.2885 4.34037 4.04671 3.62636 2.83027 2.64524 1.88482 1.83231 2.46793 2.88434 1.62854 1.62458 1.57695 1.73862 1.45733 1.28613 1.18597 1.13718 1.13512 1.12902 1.12611 0.894247 0.871387 1.00906
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.13436000000000001 -0.07929499999999999 -0.55119499999999988 0.093140000000000014 0.041865000000000006 -0.12711499999999995 -0.077714999999999992 0.122715 -0.084564999999999987 0.13075500000000004 -0.07550999999999998 -0.094654999999999975 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 24 6 7 23 13 -8 -10 -4 12 27 14 15 -1 -15 -11 -16 -20 -18 25 -21 -3 -2 28 -5 -7 -6 -30
right_child=1 4 10 26 21 11 8 -9 9 17 -12 -13 -14 16 18 -17 20 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001885200435592357 0.0015515832366370806 0.00051456207626695519 0.0014315796870769146 0.0008308016758798402 0.0004125586286384083 0.0017369960737894296 0.0013907670348247431 0.0020845023876569129 0.0014504176965941997 0.00070024183391431216 0.00078306612354799292 0.00099985506430790494 0.0010210014560616783 0.0015895053993774718 0.0017185399728128806 0.0011170302972553054 0.00081532112620670344 0.00017656709177206483 0.0020757723672219673 0.0012450334322464441 0.0014465936907517394 0.00049955516175198187 0.001593502588013626 0.00011990986384590618 0.001131443759558023 -0.00033730274739074997 0.00036540095339737948 0.0014808145947802283 0.00027982865700549138 -0.00028870338741213933
leaf_weight=23 112 46 34 59 26 52 34 79 20 167 63 41 27 108 1161 53 20 22 23 35 30 26 380 50 26 20 24 319 20 21
leaf_count=23 112 46 34 59 26 52 34 79 20 167 63 41 27 108 1161 53 20 22 23 35 30 26 380 50 26 20 24 319 20 21
internal_value=0 0.000749285 0.00160129 0.00118091 0.000538246 0.00162567 0.000668981 0.00166877 0.000811191 0.000716905 0.00101038 0.00143796 0.00148309 0.00165085 0.00166844 0.0013495 0.00146437 0.000639285 0.0016836 0.00159098 0.00119408 0.000146042 0.00156411 0.000309014 0.00147243 4.03939e-05 0.000696228 0.00151672 0.000153139 -1.13707e-05
internal_weight=0 673 2448 221 452 2351 339 1912 243 209 97 439 398 1833 1675 76 158 189 1599 438 50 113 415 96 138 87 83 371 67 41
internal_count=3121 673 2448 221 452 2351 339 1912 243 209 97 439 398 1833 1675 76 158 189 1599 438 50 113 415 96 138 87 83 371 67 41
is_linear=0
shrinkage=0.00181146


Tree=2744
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 2 1 14 13 52 457 43 4 1 1 0 4 43 147 14 39 4 13 43 159 52 4
split_gain=89.4713 10.5042 9.95566 8.04622 6.39388 4.51828 4.27429 2.99483 2.96876 2.51149 1.92356 1.84387 1.49923 1.78951 2.10292 1.3859 1.28606 1.26572 1.21886 1.18492 1.07882 1.04179 1.00459 0.888921 0.846764 1.19067 0.834034 0.885802 0.833361 0.800359
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.14285500000000004 0.089885000000000007 0.077845000000000011 0.076975000000000002 -0.00096999999999999983 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.024790000000000003 0.090540000000000023 0.15471500000000002 -0.066089999999999996 0.0061450000000000003 -0.080324999999999994 0.088610000000000008 0.062655000000000016 0.089790000000000023 0.033845000000000007 -0.15416999999999995 0.064745000000000011 0.082585000000000006 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 8 21 11 10 -4 16 19 -10 22 -15 -13 28 -8 -18 -5 -11 -3 23 24 25 -14 27 -27 29 -1
right_child=1 6 9 7 -6 -7 17 -9 12 20 -12 15 13 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001928695033892967 0.0014014691201260602 0.00087534393011695578 0.0014805969207728638 0.00067476947697788544 0.00093482210524560637 0.0010208550862812577 0.00047690975994600578 0.00044555220844309698 0.0017805822666393974 0.0010226717144010068 0.0019306128469001814 0.001386115272860033 0.0011500367329137216 0.0015000701759476534 0.00081145051704976543 0.00085729223662281754 0.001545170067296974 0.0001155559441137319 0.0011247938737507458 0.0010704711276391234 0.00060183789142727849 0.00046766207820218538 0.0018397410754669597 0.0011818625820071349 0.0014133180953754638 0.0015586261619175996 0.0014085698894696257 0.0017904218708239186 0.0013570173119402237 0.0016419659196101472
leaf_weight=28 106 107 28 67 45 41 121 44 53 59 57 35 21 27 23 23 241 35 21 31 24 21 25 24 194 412 90 52 28 1038
leaf_count=28 106 107 28 67 45 41 121 44 53 59 57 35 21 27 23 23 241 35 21 31 24 21 25 24 194 412 90 52 28 1038
internal_value=0 0.000813592 0.00153727 0.00102871 0.00155975 0.00157159 0.000581807 0.000831151 0.00158126 0.00104719 0.00162945 0.00093991 0.00150734 0.00149065 0.00118331 0.00117641 0.00161679 0.000395837 0.00151148 0.00079994 0.000900985 0.000808459 0.00150944 0.00149902 0.00150892 0.00154118 0.00155601 0.0015846 0.00164201 0.0016495
internal_weight=0 590 2531 306 2420 2375 284 200 2334 111 1413 156 921 868 50 58 1356 156 262 98 83 128 818 793 769 575 554 464 1094 1066
internal_count=3121 590 2531 306 2420 2375 284 200 2334 111 1413 156 921 868 50 58 1356 156 262 98 83 128 818 793 769 575 554 464 1094 1066
is_linear=0
shrinkage=0.00167351


Tree=2745
num_leaves=31
num_cat=0
split_feature=1 4 1 150 12 2 457 2 2 16 52 14 49 16 16 0 4 3 159 4 3 16 401 16 160 3 2 2 0 51
split_gain=5.55333 0.937512 0.704245 0.701448 0.562113 0.533443 0.503868 0.479098 0.391834 0.359604 0.489466 0.392264 0.340612 0.336917 0.591713 0.367703 0.352112 0.363944 0.376391 0.418177 0.329422 0.325267 0.323451 0.309032 0.298258 0.286111 0.283931 0.281906 0.603433 0.345552
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 0.084680000000000019 -0.010834999999999999 0.25063000000000007 0.062030000000000009 0.13404500000000005 0.14285500000000004 0.19444000000000003 0.070205000000000017 0.086645000000000014 0.12595000000000003 0.083160000000000026 0.062650000000000025 0.062580000000000011 -0.085594999999999991 0.090900000000000009 0.082585000000000006 0.24564500000000003 -0.13309499999999996 -0.5224049999999999 0.085900000000000018 0.13751500000000003 -0.23686999999999997 -0.086424999999999988 0.10276500000000001 0.087625000000000022 -0.11437499999999999 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 -4 20 21 9 -2 11 12 13 -11 14 15 16 25 18 19 27 -3 -6 24 -9 -22 -1 -8 29 -29 -18
right_child=1 5 4 -5 6 -7 26 23 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0037930373147050632 0.0029470619718514226 0.0022711308108821588 0.001793555684003323 0.0010744219632519794 0.0014082428551947682 -0.0010787233650473721 0.0027353239856143735 0.00087325217349513626 0.0010474667697517644 0.0032932399862506383 0.00086818126579916457 0.0051217368020486601 0.001471580983106694 0.0043668349532538179 0.00088337401539490337 0.0015792861705885514 0.0022697329318895651 0.001834038204827321 0.004020380994609038 0.0011953918343452084 0.002779109543238087 0.0032856243745219733 -0.00082524992337427603 0.0032120335672264008 0.00092237818577645115 0.0054785186662488711 0.00050477147161708457 0.0006664823248270081 0.003196172988881705 0.003666219971283411
leaf_weight=217 170 50 105 82 21 24 24 27 27 185 24 30 25 79 20 23 41 33 177 20 21 347 20 22 160 24 25 21 554 523
leaf_count=217 170 50 105 82 21 24 24 27 27 185 24 30 25 79 20 23 41 33 177 20 21 347 20 22 160 24 25 21 554 523
internal_value=0 0.0016146 0.00323171 0.00221285 0.00275148 0.00100765 0.00299269 0.00335429 0.00268671 0.00338942 0.00284989 0.00346107 0.00307638 0.0034323 0.00338764 0.00341831 0.00344458 0.00335369 0.00339123 0.00329515 0.00120714 0.00317849 0.000942472 0.00192332 0.0011378 0.00396089 0.00159729 0.00333202 0.00310378 0.0035647
internal_weight=0 554 2567 279 522 275 417 2045 197 1996 234 1762 210 1732 1653 1633 1610 1369 1336 1159 251 368 201 49 181 241 49 1139 575 564
internal_count=3121 554 2567 279 522 275 417 2045 197 1996 234 1762 210 1732 1653 1633 1610 1369 1336 1159 251 368 201 49 181 241 49 1139 575 564
is_linear=0
shrinkage=0.0146482


Tree=2746
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 1 2 1 2 1 50 4 1 1 2 1 2 11 4 2 52 16 52 4 16
split_gain=239.86 37.0024 20.102 19.435 14.1906 11.436 8.7553 8.59555 5.84658 5.9628 5.83043 5.67362 3.76306 4.94661 3.3347 2.78942 2.76923 2.5022 2.45332 2.43768 2.25934 2.15667 1.79572 1.45745 1.43665 1.18653 1.41844 1.01998 1.00081 1.24703
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 0.122715 0.041865000000000006 0.27287000000000006 0.13436000000000001 0.12000500000000001 -0.0091949999999999983 0.13075500000000004 0.089525000000000007 0.081790000000000015 -0.013514999999999998 0.31358000000000003 0.047850000000000011 0.19444000000000003 0.40674500000000008 -0.39518999999999993 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 18 12 -8 -10 -4 16 21 19 23 24 22 -11 -3 -14 -5 27 25 -2 -6 -7 -27 28 -1 -30
right_child=1 4 10 20 15 11 8 -9 9 17 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0069566207998942508 0.0065552035556152811 0.0051840011251193209 0.006283976187263232 0.0054088934427389494 0.0044994627851463066 0.0062338574265113113 0.0062732276874014458 0.0071296125506102228 0.0060156138543989201 0.0052678180444153434 0.0054068643150495714 0.0056641867175566494 0.0059010091696100513 0.0056130710232472824 0.0057477182401474321 0.0049991911847471491 0.0057518932090617533 0.0046551806205216879 0.0045952817253294186 0.0064795798574455079 0.0047891990931053421 0.0064836387317224967 0.0066783924155218392 0.0061642994394395054 0.0040064675187254052 0.0064920970306552601 0.0060260742171932766 0.0062763515362350497 0.0066399425884342477 0.006395091700050066
leaf_weight=27 68 30 34 60 61 204 20 76 30 166 63 41 23 23 29 26 23 22 66 274 24 465 46 47 24 141 22 24 897 65
leaf_count=27 68 30 34 60 61 204 20 76 30 166 63 41 23 23 29 26 23 22 66 274 24 465 46 47 24 141 22 24 897 65
internal_value=0 0.00532518 0.00647583 0.00588436 0.00503868 0.00650725 0.00521441 0.00656731 0.00538994 0.0053089 0.00571431 0.00627127 0.00654354 0.00637571 0.006265 0.00450992 0.00632836 0.00519613 0.00477926 0.00643477 0.00523184 0.00657988 0.00636047 0.00639544 0.00436026 0.00632062 0.0064292 0.00662406 0.0066325 0.0066234
internal_weight=0 673 2448 228 445 2351 334 1874 238 218 97 477 1798 320 144 111 436 188 96 297 84 1478 413 115 85 367 163 1013 989 962
internal_count=3121 673 2448 228 445 2351 334 1874 238 218 97 477 1798 320 144 111 436 188 96 297 84 1478 413 115 85 367 163 1013 989 962
is_linear=0
shrinkage=0.00170698


Tree=2747
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 3 43 1 2 2 14 12 4 49 11 1 150 1 1 0 2 43 16 43 16 0 43 3 43
split_gain=154.505 17.8941 15.9754 10.525 9.82106 7.92026 7.01618 4.96123 4.43022 4.27676 3.17355 2.74698 2.31137 2.30512 2.23787 2.11943 3.45039 4.45905 2.00987 1.93869 1.69059 1.26749 1.25382 1.21226 1.20782 1.1053 1.0926 1.08595 1.05115 1.97897
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.31534000000000006 -0.025214999999999998 0.077845000000000011 0.089775000000000008 0.11177500000000001 0.076175000000000007 -0.42850999999999995 -0.011209999999999999 -0.012034999999999999 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.090540000000000023 0.12656000000000003 -0.066089999999999996 0.15950500000000004 -0.0064299999999999991 -0.059624999999999991 -0.14792499999999997 0.27776000000000006 -0.038659999999999993 -0.080324999999999994 -0.11171999999999999 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 14 9 7 19 -4 11 -9 18 -8 -12 -2 16 25 26 -1 -3 -20 -14 -6 -15 -17 28 -18 -10 29 -11
right_child=1 6 8 -5 22 -7 12 10 27 15 13 -13 21 23 -16 24 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002294261119539081 0.001358462870490161 0.00099229285299817934 0.0020993706046579649 0.0012954568582003371 0.00075158947628270012 0.0013924071860103161 0.00080184209474781667 0.0017071179511421698 0.0013842314057332411 0.0022350282601480568 0.0016312596167735488 0.0026697944547371165 0.00041188159594525664 0.0011007445872101651 0.0020404036519651577 0.0019710637509998555 0.0016885444140271593 0.00095957672288568335 0.00215771024445562 0.00058800635583458637 0.0016110965711177163 -0.00016230364235207966 0.0012442611045316312 0.00062762334507890719 0.0024683180000766728 0.001961301172012432 0.0022077076782959617 0.000918065332387385 0.0021734119265649958 0.0014480644926052519
leaf_weight=1082 20 80 28 45 29 41 35 39 59 24 22 58 35 64 92 21 25 20 241 82 21 21 45 26 81 123 31 24 587 20
leaf_count=1082 20 80 28 45 29 41 35 39 59 24 22 58 35 64 92 21 25 20 241 82 21 21 45 26 81 123 31 24 587 20
internal_value=0 0.00109928 0.00214925 0.00218069 0.00157352 0.00219746 0.000880948 0.00101224 0.00146383 0.0022116 0.00125319 0.00227609 0.000429362 0.00109512 0.00191863 0.0021146 0.00208371 0.00170847 0.0022591 0.000787654 0.0021139 0.000196562 0.00105119 0.000964065 0.00236594 0.00212153 0.00197594 0.00124944 0.00215277 0.00187732
internal_weight=0 590 2531 2420 186 2375 404 313 111 2334 151 1402 91 112 112 932 830 76 1344 162 262 56 74 90 102 754 56 83 631 44
internal_count=3121 590 2531 2420 186 2375 404 313 111 2334 151 1402 91 112 112 932 830 76 1344 162 262 56 74 90 102 754 56 83 631 44
is_linear=0
shrinkage=0.00184769


Tree=2748
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 4 2 1 2 2 49 50 52 150 4 2 13 3 1 1 1 43 13 2 1
split_gain=134.946 16.5977 14.4023 9.49531 8.92289 6.40459 4.50565 4.84359 3.90662 3.83383 3.57536 3.91132 2.77061 2.15964 2.4803 1.66357 1.53268 1.51947 1.51515 1.4903 1.52688 1.46772 1.4605 1.36076 1.24253 1.14869 1.12451 0.991128 1.33059 0.964773
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.092845000000000025 0.076975000000000002 0.36766000000000004 0.14122000000000004 0.089770000000000016 -1.0000000180025095e-35 0.090425000000000019 -0.012034999999999999 0.041865000000000006 -0.56176499999999996 0.081835000000000019 -0.55119499999999988 0.092365000000000017 -1.0000000180025095e-35 0.12745000000000004 0.13075500000000004 0.12958500000000003 0.12000500000000001 -0.080324999999999994 -0.47860499999999995 0.31358000000000003 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 6 25 24 -4 12 11 17 19 -14 -15 -2 27 -6 -19 -1 -21 29 -23 -5 -8 -3 -10 -7 -29 -9
right_child=1 5 8 23 10 16 7 21 26 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0025841710331999303 0.0013935317574726436 0.0010232894890533271 0.0018718290837168839 0.0012084835282718614 0.0022464008204254116 0.00070304744584263196 0.0019769976355572343 0.0010158172948307462 0.0013140269034647015 0.0025009935483921285 0.00130439635600824 0.001373398102443583 0.0015255971407001296 0.0020418777240227017 0.0014693327008111199 0.001947581995463594 0.00090615992322575607 0.0019270282962402289 0.0014467962713193981 0.0021428182162751513 0.001994581356512844 0.0010222505143086499 0.0015356132158953705 0.00070411859586151139 0.0013773708203809825 0.00057847969586290345 0.00083794843895431965 0.00047819903075408635 -9.0939014107360223e-05 0.00065551096348114707
leaf_weight=21 20 24 37 50 43 22 22 71 53 72 34 41 33 278 25 92 23 386 21 1211 255 42 28 24 20 66 21 33 20 33
leaf_count=21 20 24 37 50 43 22 22 71 53 72 34 41 33 278 25 92 23 386 21 1211 255 42 28 24 20 66 21 33 20 33
internal_value=0 0.00109849 0.00202315 0.00152888 0.00205128 0.000900339 0.0010244 0.00116078 0.00140989 0.00210693 0.00185042 0.00188823 0.00209137 0.00194857 0.00199464 0.00184864 0.000512964 0.00193514 0.00190225 0.00212363 0.00211703 0.00103268 0.0012276 0.00104491 0.00169146 0.000697096 0.00117892 0.000392384 0.00026343 0.000901489
internal_weight=0 590 2531 186 2420 404 306 216 111 1895 525 491 1823 336 303 112 98 450 407 1487 1466 174 70 74 42 90 74 75 53 104
internal_count=3121 590 2531 186 2420 404 306 216 111 1895 525 491 1823 336 303 112 98 450 407 1487 1466 174 70 74 42 90 74 75 53 104
is_linear=0
shrinkage=0.00174112


Tree=2749
num_leaves=31
num_cat=0
split_feature=1 4 124 150 123 2 2 2 1 14 151 457 48 11 41 49 132 3 43 147 0 1446 160 52 159 16 1 13 401 483
split_gain=7.16785 1.10173 0.860473 0.775792 0.544338 0.534391 0.533503 0.455207 0.400827 0.39908 0.386371 0.682867 0.336742 0.336278 0.347732 0.333539 0.357184 0.433976 0.391039 0.327519 0.325533 0.305797 0.30564 0.304347 0.708254 0.672444 0.306152 0.294177 0.289738 0.266902
threshold=0.10920500000000001 0.27287000000000006 -0.076779999999999987 0.084680000000000019 0.08592000000000001 0.25063000000000007 0.10045500000000002 0.14285500000000004 0.11910500000000002 0.076975000000000002 -0.088934999999999986 0.080930000000000016 0.085130000000000025 0.077290000000000011 0.079885000000000025 0.14233500000000002 0.10240500000000001 -0.24190499999999995 -0.27207999999999993 0.089365000000000014 -0.13843999999999998 0.11581000000000001 -0.22361499999999998 0.26521500000000003 -0.094234999999999985 -0.040964999999999994 0.096255000000000021 -0.004174999999999999 0.085900000000000018 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 12 8 9 20 -3 19 -8 15 -1 -11 -15 16 17 -12 -19 21 -2 23 -20 26 -25 -26 29 -5 -10 -4
right_child=1 5 6 27 -6 -7 10 -9 28 13 11 -13 -14 14 -16 -17 -18 18 22 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0042169390159137498 0.0022284425540731998 0.0027867936450247559 0.0052758587788220559 0.0012542800146376108 0.001287065557661247 -0.00029938782492372614 0.0056280491291949555 0.0017442721793784089 0.0017437337413010086 0.0042458650050523862 0.0053496800367805923 0.0016556455165069506 0.0025746711870994307 0.0073359510270943878 0.0047708547984964883 0.0020377453549849964 0.0024893759704088512 0.0019398002890967353 0.0051381875189889419 0.0029540808529993547 0.0039680478523290742 0.0058368183050781638 0.0038129957176216622 0.0043177340290168351 0.0034929263715744226 0.00033107441586780433 0.0033803180935727674 0.0030861168914741565 -5.4304190394945998e-05 0.0043023196932701693
leaf_weight=55 25 72 58 57 29 24 21 27 159 35 43 31 45 22 20 20 33 20 39 39 145 24 299 118 40 20 69 25 20 1487
leaf_count=55 25 72 58 57 29 24 21 27 159 35 43 31 45 22 20 20 33 20 39 39 145 24 299 118 40 20 69 25 20 1487
internal_value=0 0.00234017 0.00410603 0.00296351 0.0029854 0.00170775 0.00416532 0.0034425 0.00189967 0.00427191 0.00375835 0.0036774 0.00347792 0.00526511 0.00611448 0.00381544 0.00389737 0.00401324 0.00385271 0.00423068 0.00371222 0.0042581 0.0039659 0.00423695 0.00368444 0.00243898 0.00429789 0.00181277 0.00154284 0.00433887
internal_weight=0 554 2567 279 129 275 2438 197 251 1932 506 485 100 77 42 454 434 401 358 1855 170 1816 338 1792 178 60 1614 82 179 1545
internal_count=3121 554 2567 279 129 275 2438 197 251 1932 506 485 100 77 42 454 434 401 358 1855 170 1816 338 1792 178 60 1614 82 179 1545
is_linear=0
shrinkage=0.0140794


Tree=2750
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 4 0 15 150 0 4 158 3 2 1 13 15 475 13 43 131 15 1 42
split_gain=137.583 22.6192 13.3017 12.1651 10.2694 6.67119 4.96128 4.75124 4.38159 3.52231 3.34763 2.42063 2.55139 2.77118 2.19718 1.70506 1.77576 1.70351 1.67476 1.36842 1.36306 1.27885 1.23224 1.14918 1.00269 1.00066 0.963804 0.950526 0.872197 0.866262
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.077845000000000011 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.07929499999999999 -0.55119499999999988 0.085030000000000008 -0.12711499999999995 0.17025000000000004 0.083345000000000016 -0.0044799999999999987 -0.10091499999999999 -0.07550999999999998 -0.004174999999999999 -0.080324999999999994 0.09031500000000002 -0.018314999999999994 0.11588000000000001 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 6 11 28 19 -5 14 12 13 -1 23 29 -17 20 -18 24 -13 -3 -22 -7 -4 -11 -2 -23 -6 -14
right_child=1 2 8 9 7 10 -8 -9 -10 25 -12 17 15 -15 -16 16 18 -19 -20 -21 22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020938899468199899 0.0020144726653815118 0.00070787836515284763 0.00032828605383385578 0.0017401409940466198 0.0018604456657214234 0.001983409091448373 0.0023317501194343756 0.00090147070639757577 0.0011091688108976862 0.001129940984306177 0.0011700395127108773 0.0017090104415679449 0.0019829970244613017 0.0013557031879343619 0.0012138703926123607 0.0022980564264265509 0.0014193614483692983 0.002025973438402402 0.0018253399433340511 7.9513319424577564e-05 0.0015920116372885971 0.0010204500475388273 0.00099513878333018068 0.0016986922075353252 0.00068738315642755783 0.00065854697440846384 0.0015770534172792926 0.00059597524548678617 0.0014936902359014691 0.0018809757391782811
leaf_weight=23 47 166 88 28 39 52 79 37 26 49 41 81 760 53 27 23 35 33 380 50 24 99 20 319 34 20 24 20 43 401
leaf_count=23 47 166 88 28 39 52 79 37 26 49 41 81 760 53 27 23 35 33 380 50 24 99 20 319 34 20 24 20 43 401
internal_value=0 0.000918568 0.000806755 0.00182523 0.000991565 0.00185066 0.00189599 0.00142975 0.000429668 0.00120889 0.00165323 0.00187721 0.00189703 0.0015791 0.001703 0.00191214 0.00181772 0.00166708 0.0017911 0.000326953 0.00157233 0.000808603 0.00132071 0.0017386 0.000428362 0.000993305 0.00186661 0.00094911 0.00166812 0.00194776
internal_weight=0 673 602 2448 404 2351 1912 119 198 97 439 1833 1675 76 398 1599 438 158 415 172 125 285 44 371 122 69 71 119 82 1161
internal_count=3121 673 602 2448 404 2351 1912 119 198 97 439 1833 1675 76 398 1599 438 158 415 172 125 285 44 371 122 69 71 119 82 1161
is_linear=0
shrinkage=0.00177594


Tree=2751
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 1 2 4 0 0 15 15 16 394 16 48 4 43 12 51 10 2 14 3 4
split_gain=137.266 22.7154 14.1345 11.5397 7.47537 7.06842 5.10556 4.94325 4.02089 3.8654 3.25049 3.18804 2.7394 2.51033 2.84343 2.83352 2.32029 2.10775 1.72379 1.24094 1.23363 1.6315 1.20089 1.12525 1.111 1.10691 1.78086 1.18329 1.09701 1.0568
threshold=0.104035 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.42051500000000003 0.14285500000000004 0.077845000000000011 0.11474000000000002 0.27834500000000006 -0.11173999999999999 -0.07929499999999999 -0.098289999999999975 -0.41396999999999995 -0.10850999999999998 -0.079154999999999989 -0.039889999999999988 0.092475000000000016 -0.49405499999999997 -0.080324999999999994 0.095565000000000011 0.13995500000000002 -1.0000000180025095e-35 0.10467500000000002 -0.23083499999999998 -0.091054999999999983 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 7 13 9 -4 -5 29 17 15 24 -1 -10 28 -16 -17 21 23 -12 -20 -15 -3 -27 -28 -9 -6
right_child=1 2 8 10 11 -7 -8 12 16 -11 22 -13 -14 14 18 19 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0025749355022425899 0.0022739148781971926 0.00096638349178353286 0.0013746120412611389 0.0021492161555976223 0.0023854270184219253 0.0015642828542069467 0.0027510738485872362 0.0026609174605423339 0.00078301297623708838 0.00072734103719892791 0.0015491824389581015 0.001248265667116855 0.0014090596354107709 0.0023917254301346826 0.0016824706560824953 0.001568494352523282 0.00021553385536769972 0.001913832675261701 0.0025913642291463027 0.0021120321056329501 0.0019572413076226836 0.0022229534805399114 0.00099779813451355485 0.0021094284208513447 0.0020243310365298888 0.0018066363461808773 0.0015799746729589844 0.0011722290177246558 0.0021865462009754205 0.0019068312903819202
leaf_weight=22 76 39 79 28 23 48 84 20 114 56 47 23 22 1147 20 37 33 119 79 25 49 482 20 22 30 23 31 137 129 57
leaf_count=22 76 39 79 28 23 48 84 20 114 56 47 23 22 1147 20 37 33 119 79 25 49 482 20 22 30 23 31 137 129 57
internal_value=0 0.00130188 0.00118176 0.00225383 0.00144469 0.00228003 0.00229505 0.00227766 0.000871282 0.00110611 0.00160995 0.00186664 0.00204837 0.00231242 0.00232705 0.00199385 0.00065562 0.00210085 0.00222721 0.00178766 0.00224445 0.00226859 0.00138459 0.00248639 0.00238236 0.00125572 0.0013148 0.00124747 0.00225022 0.00204443
internal_weight=0 691 615 2430 333 2335 2287 2203 282 135 95 103 290 1913 1829 84 147 268 652 62 632 583 67 101 1177 230 191 168 149 80
internal_count=3121 691 615 2430 333 2335 2287 2203 282 135 95 103 290 1913 1829 84 147 268 652 62 632 583 67 101 1177 230 191 168 149 80
is_linear=0
shrinkage=0.00188464


Tree=2752
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 42 14 4 1 4 1 49 12 1 47 1 0 39 2 12 1 14 4 13 1
split_gain=170.07 21.1683 18.8222 12.0806 11.6033 8.53451 7.69301 5.12533 4.97167 4.85252 4.77895 3.48806 2.66597 2.58479 2.55167 4.30596 2.27579 2.1489 2.08795 1.91731 1.75268 1.61475 1.4572 1.79197 1.45595 1.45346 1.49132 1.40759 1.32496 1.29681
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.091265000000000013 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 -0.0060199999999999993 0.076175000000000007 -0.04890499999999999 0.087135000000000004 -0.015039999999999998 0.086455000000000018 -0.012034999999999999 0.08401500000000002 0.12958500000000003 0.081320000000000017 0.16175000000000003 -0.093584999999999988 0.084780000000000008 -0.0091949999999999983 0.090285000000000018 0.12811000000000003 -0.46166999999999997 -0.0019149999999999998 -0.10278499999999999 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 8 11 14 29 18 -4 13 -11 -1 21 24 -2 19 -10 27 -7 -8 -12 -24 -16 26 -14 -15 -23 -3
right_child=1 5 10 -5 -6 20 7 -9 9 12 22 -13 25 17 15 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023769421391359848 0.0014750700116150735 0.0010823557857715894 0.0022465828241881474 0.0013417388123586082 0.0011117685963702784 0.00060136694144912698 0.0026534987456017312 0.0015228277133110197 0.0021449896387589818 0.0017048673764982374 0.00093725670955675734 0.0027622632754816761 0.0015582135476812137 0.001364370510208506 0.002280151498774744 0.0014722317837728243 0.0021360609019627293 0.0022665401709947601 0.0013521465710787522 0.0023772286102234797 2.2553507307014606e-05 0.001867368317675642 0.0010692351053496058 0.0016775614219648289 0.0020313503376057618 0.00072438215289032245 0.0010241553489001051 0.0019910489487109952 0.0022546454960458723 0.00060028413952156626
leaf_weight=1033 20 24 22 45 74 77 30 41 22 20 23 61 20 20 115 36 92 363 20 20 21 30 24 42 209 40 94 26 391 66
leaf_count=1033 20 24 22 45 74 77 30 41 22 20 23 61 20 20 115 36 92 363 20 20 21 30 24 42 209 40 94 26 391 66
internal_value=0 0.0011617 0.00222051 0.00225331 0.00165747 0.000933451 0.00227058 0.00213544 0.00107953 0.00122565 0.00150541 0.00234618 0.00109487 0.00232882 0.00216641 0.00205492 0.00201803 0.00221294 0.00176745 0.00191817 0.000477335 0.00225542 0.0013222 0.00145635 0.00211966 0.00101565 0.00111785 0.00171858 0.00222705 0.000728837
internal_weight=0 590 2531 2420 186 404 2375 852 306 216 111 1523 174 1462 811 360 112 429 42 66 98 451 89 66 324 154 114 46 421 90
internal_count=3121 590 2531 2420 186 404 2375 852 306 216 111 1523 174 1462 811 360 112 429 42 66 98 451 89 66 324 154 114 46 421 90
is_linear=0
shrinkage=0.00177594


Tree=2753
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 2 1 14 4 1 2 1 0 2 2 1 0 147 13 43 16 12 475 52 52 43 4
split_gain=124.01 14.9994 14.137 10.8195 9.66208 6.28838 5.29944 4.2694 3.93346 3.29848 2.96166 2.15482 3.55608 2.1108 1.89393 1.97125 1.75343 1.87515 1.62371 1.49675 1.39818 1.32343 1.32043 1.18352 1.18069 1.08781 1.26951 0.994231 0.990932 0.950233
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.069009999999999974 0.36766000000000004 0.091265000000000013 0.13075500000000004 0.082585000000000006 0.14122000000000004 0.077845000000000011 0.076175000000000007 -0.015039999999999998 0.089770000000000016 0.14285500000000004 0.089875000000000024 -0.066089999999999996 -1.0000000180025095e-35 0.11177500000000001 0.16175000000000003 -0.093584999999999988 0.088610000000000008 -0.10278499999999999 -0.080324999999999994 -0.013324999999999998 0.090165000000000009 -0.088274999999999978 0.31359500000000001 -0.52606999999999993 0.064745000000000011 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 5 10 20 13 11 -4 14 19 24 16 25 -16 -5 -18 -8 -7 -3 -21 -11 -19 -13 -1 29 -2 -23 -27
right_child=1 6 9 7 -6 8 18 -9 -10 22 -12 12 -14 -15 15 -17 17 23 -20 21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019343263533668389 0.0022481794933383215 0.0012263240752632394 0.0020097620247208231 0.0010548888841721616 0.0013017179567550894 0.0025264135284148539 0.00073367760867545852 0.00081542702615521935 0.0014769757862549123 0.0014364838044530282 0.0026097998181296329 0.0021523750089830029 0.0013900683940727362 0.00089825611370170251 0.0021157800923548064 0.0015527173035850591 0.001830318197352878 0.001590579213509825 0.00022829982167143505 0.0017409681060077177 0.00071697192439086166 0.0021734351801111734 0.000932525893770505 0.0010245719021430659 0.001924672326934106 0.0025805607066087559 0.0019113027551242862 0.0018434590555326501 0.0019150136346701651 0.0022481858344786236
leaf_weight=38 28 112 28 25 45 30 126 59 41 59 61 116 34 24 281 22 52 27 25 30 21 334 24 22 210 29 36 69 57 1056
leaf_count=38 28 112 28 25 45 30 126 59 41 59 61 116 34 24 281 22 52 27 25 30 21 334 24 22 210 29 36 69 57 1056
internal_value=0 0.00118205 0.00210426 0.0014603 0.00213326 0.00214901 0.000882238 0.00122825 0.00202439 0.00147213 0.00221873 0.00205206 0.00194755 0.00139062 0.00220241 0.0020749 0.0014844 0.00159072 0.000650006 0.00213549 0.0011459 0.00210763 0.00129076 0.00133645 0.0020057 0.00223575 0.00224597 0.00196029 0.00213576 0.00225707
internal_weight=0 590 2531 306 2420 2375 284 209 852 111 1523 811 360 150 1462 303 126 101 151 451 133 421 83 49 326 1159 1121 97 391 1085
internal_count=3121 590 2531 306 2420 2375 284 209 852 111 1523 811 360 150 1462 303 126 101 151 451 133 421 83 49 326 1159 1121 97 391 1085
is_linear=0
shrinkage=0.00181146


Tree=2754
num_leaves=31
num_cat=0
split_feature=1 1 12 2 15 3 1 133 13 131 2 43 12 12 43 43 2 43 1212 42 52 0 39 133 14 4 0 16 1429 155
split_gain=9.23981 1.37374 1.0383 0.902721 0.867041 0.944676 0.822907 0.776089 0.607195 0.653254 1.00826 0.613438 0.600157 0.534885 0.616753 0.824801 1.24767 0.502912 0.458089 0.485468 0.43599 1.12796 0.431555 0.430593 0.382496 0.378154 0.482735 0.469035 0.429029 0.485988
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.10803500000000001 0.050935000000000008 0.11924500000000002 0.08864000000000001 0.085635000000000003 -0.004174999999999999 0.089305000000000009 0.25063000000000007 -0.066504999999999995 0.092465000000000006 0.088245000000000004 0.093175000000000022 0.0034250000000000005 0.08647500000000001 -0.083269999999999997 -0.064959999999999976 0.086375000000000021 -0.088614999999999985 1.0000000180025095e-35 0.10166000000000001 -0.082724999999999979 -1.0000000180025095e-35 0.033845000000000007 -0.097024999999999986 -0.0013749999999999997 0.086825000000000013 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 6 22 12 9 10 -3 -10 -2 14 15 18 -17 -5 19 -4 -8 -22 23 -1 -13 26 -15 -28 29 -29
right_child=1 8 13 17 -6 -7 20 -9 11 -11 -12 24 -14 25 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0039102223741523867 0.0070880182823157001 0.0015913691629153713 0.0058364829848292395 0.00073227279637099016 0.0066457396623538952 0.0011185960896581172 0.0051557343624667844 0.0025449968601218799 0.0017199502575533712 0.0031020077677547963 -0.0022609515077151778 0.0058951201793683459 0.0044591202679133551 0.0066552401134494944 0.0076830214071595057 0.0051198739855132349 0.00049533159477744757 0.0032547847242524273 0.0055186864872450682 0.0088422566545083587 0.0037962862689579118 -0.00025054364582580922 0.0033187777180648482 0.0059710208543208767 0.0032287416235156699 0.004418033268982012 0.0053203100380176775 0.0039475262279846631 0.0060832379339428684 0.005508781056145183
leaf_weight=33 34 117 35 23 39 24 38 32 45 53 20 21 61 52 33 55 20 146 703 22 129 20 27 112 38 203 679 199 41 67
leaf_count=33 34 117 35 23 39 24 38 32 45 53 20 21 61 52 33 55 20 146 703 22 129 20 27 112 38 203 679 199 41 67
internal_value=0 0.00290804 0.00511143 0.00367054 0.0043935 0.00416416 0.00436776 0.00468062 0.00214036 0.00160725 0.00102899 0.0031143 0.00539999 0.00525508 0.00555701 0.00547299 0.00388666 0.00291148 0.00562953 0.00699661 0.00363972 0.00325309 0.00515929 0.00550201 0.00417779 0.0050439 0.0051663 0.00508778 0.00457348 0.00434077
internal_weight=0 590 2531 296 422 383 359 127 294 190 137 104 95 2109 868 835 75 169 760 57 187 149 172 145 59 1241 1038 986 307 266
internal_count=3121 590 2531 296 422 383 359 127 294 190 137 104 95 2109 868 835 75 169 760 57 187 149 172 145 59 1241 1038 986 307 266
is_linear=0
shrinkage=0.0158556


Tree=2755
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 150 1 43 4 0 4 376 47 4 12 48 41 157 51 2 15 52 4 16 1454 1 12 15 12 475
split_gain=7.49375 1.23992 0.948553 0.902453 0.78681 0.717873 0.670379 0.655588 0.597089 0.493673 0.462843 0.462192 0.458873 0.554788 0.445962 0.443184 0.416381 0.384728 0.609462 0.380006 0.395441 0.512542 0.386847 0.47456 0.359029 0.367371 0.390447 0.358757 0.357185 0.354801
threshold=0.10920500000000001 -0.063814999999999997 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.10980500000000001 0.14262000000000002 -0.085594999999999991 0.41257000000000005 1.0000000180025095e-35 0.40124500000000002 0.083785000000000012 0.090100000000000013 0.010840000000000001 0.086305000000000007 0.12118000000000002 0.075585000000000013 -0.065184999999999979 0.10532000000000001 0.090790000000000023 -0.0040799999999999994 0.047850000000000011 -0.0016099999999999997 0.10994000000000002 0.083800000000000013 0.083345000000000016 0.085955000000000018 -0.43375999999999998 -0.015429999999999998 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 7 19 12 -1 -2 -8 14 -9 17 -14 16 -15 24 -3 -19 22 21 28 23 -6 25 26 29 -10 -21 -4
right_child=1 6 10 -5 5 -7 9 11 27 -11 -12 -13 13 15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036379118037518057 0.0038036194769721335 0.00046207584159295537 0.0055634503897889574 0.0011025105036787995 0.0029829381385991873 0.0015566579956137524 0.0013663356939845018 0.00026718358782241958 0.0031004069950632692 -0.00091187597982916998 0.0020754727462850894 0.0026376662711504258 0.0049691516313849788 0.0036351930165007319 0.0040147392797816282 0.0010846981994484214 0.005700185531779099 0.0017741851646247342 0.0042734622852348796 0.003646697423171111 0.0045903766580514069 0.0046992337321806552 0.0055338687994858568 0.0055212172019628043 0.0026699810873353283 0.0031328289003098629 0.0060409669791578876 0.00086745832496203351 0.0013469763099773129 0.0042892770211250229
leaf_weight=74 111 34 47 30 36 21 74 25 29 24 21 42 21 25 1547 27 48 162 21 22 56 25 62 23 23 38 31 26 31 365
leaf_count=74 111 34 47 30 36 21 74 25 29 24 21 42 21 25 1547 27 48 162 21 22 56 25 62 23 23 38 31 26 31 365
internal_value=0 0.00222253 0.00399268 0.00341484 0.00358119 0.00400974 0.0017954 0.00274232 0.00322089 0.000808406 0.00411452 0.00175316 0.00212893 0.0030756 0.00413492 0.0023109 0.00447175 0.00181047 0.00206099 0.00421176 0.00370541 0.00307006 0.00477251 0.00397244 0.00435475 0.00443531 0.00454704 0.00204483 0.00230158 0.00443463
internal_weight=0 554 2567 447 417 276 388 141 166 98 2120 67 290 73 2099 52 552 217 183 255 134 78 121 59 504 481 443 55 53 412
internal_count=3121 554 2567 447 417 276 388 141 166 98 2120 67 290 73 2099 52 552 217 183 255 134 78 121 59 504 481 443 55 53 412
is_linear=0
shrinkage=0.0138033


Tree=2756
num_leaves=31
num_cat=0
split_feature=1 52 3 1 1 12 4 12 159 14 2 12 457 2 2 4 12 132 0 4 47 4 1 15 16 13 1 3 43 47
split_gain=123.225 14.944 13.1702 10.1874 6.54017 5.77786 4.94673 4.72236 4.04812 4.03886 4.0355 3.78279 2.8377 2.78843 2.51304 3.02747 2.35417 2.11266 1.8506 2.64013 1.7283 1.71244 1.16741 1.11208 1.67223 1.39545 1.11115 1.04376 1.03134 0.95444
threshold=0.10752500000000002 -0.40306999999999998 -0.065819999999999976 0.12408500000000001 0.092390000000000014 0.088725000000000012 0.36766000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.14122000000000004 1.0000000180025095e-35 0.094310000000000019 0.11474000000000002 0.14753000000000002 0.40945500000000007 0.090285000000000018 0.08764000000000001 -0.11242999999999999 0.181285 0.077555000000000013 0.033845000000000007 0.15799000000000005 0.079055000000000014 -0.0064149999999999997 -0.019614999999999997 0.11588000000000001 0.0068900000000000012 -0.080554999999999974 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 10 29 9 28 -5 11 20 -1 -9 26 15 27 18 22 19 -13 23 -18 -16 24 -4 -26 -7 -10 -6 -3
right_child=1 3 4 8 7 13 -8 12 14 -11 -12 16 -14 -15 17 -17 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011818926900023904 0.0017325497991379452 0.00078953053024703246 0.0014402597702025395 0.0011844911047520972 0.0010800349709277838 0.0018370021771569826 0.0010178234992692732 0.001637792199557851 0.00066175915342253178 0.0022159305211919217 0.0010782797583608989 0.0010450432086790949 0.00093086797580785763 0.00088114174594187142 0.00025267108011110757 0.00044052392698045958 0.0017564103146611519 0.0007256722267902087 0.0018586080075299802 0.0019116236628665278 0.0020472003786948826 0.001538188742873166 -0.00022837035974909454 0.0018602620757241569 0.0014652113580332286 0.0018836615066047035 0.0013700727277761648 0.0011512649083588867 0.00069549338404457017 0.0011323122114923513
leaf_weight=30 52 153 109 26 59 27 24 78 22 65 35 20 21 23 49 105 676 21 1044 21 35 124 21 55 35 69 33 30 31 28
leaf_count=30 52 153 109 26 59 27 24 78 22 65 35 20 21 23 49 105 676 21 1044 21 35 124 21 55 35 69 33 30 31 28
internal_value=0 0.000858722 0.00172499 0.000774263 0.00148487 0.00101356 0.00178813 0.00123057 0.000543696 0.00179747 0.00162707 0.00178327 0.00148784 0.00138648 0.000476516 0.000607335 0.00179284 0.000250816 0.00184464 0.0014889 0.00169046 0.00172259 0.000108359 0.00164387 0.001588 0.00174284 0.00158019 0.000944166 0.000947582 0.000842558
internal_weight=0 590 2531 538 527 264 2004 189 274 1980 338 1915 99 83 248 157 1885 91 1085 41 303 800 70 268 213 104 60 52 90 181
internal_count=3121 590 2531 538 527 264 2004 189 274 1980 338 1915 99 83 248 157 1885 91 1085 41 303 800 70 268 213 104 60 52 90 181
is_linear=0
shrinkage=0.00170698


Tree=2757
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 2 4 14 50 2 47 4 47 1 0 16 0 1 49 1 16 1 4 3 16
split_gain=110.775 14.0294 11.953 6.97635 6.41899 6.15703 4.222 3.95759 3.9202 3.60628 3.12592 2.64752 2.03033 1.60849 1.59437 1.45602 1.44756 1.44399 1.39846 1.2874 1.61008 1.22116 1.18346 1.11273 1.40082 1.28684 0.993528 0.982316 1.56576 0.960124
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 -0.16363499999999997 0.10803500000000001 0.11389000000000002 -0.0086549999999999978 0.076175000000000007 0.041865000000000006 0.12358500000000001 0.077555000000000013 -0.04890499999999999 0.091680000000000011 0.122715 -0.11173999999999999 -0.43320999999999993 -0.093584999999999988 0.13436000000000001 -0.063424999999999981 0.10124500000000002 -0.36241499999999999 0.12000500000000001 -0.062539999999999984 0.090900000000000009 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 7 12 26 -5 -9 15 14 19 -7 21 27 -11 23 -2 20 -4 -8 -18 24 -10 -25 -3 -1 -29 -23
right_child=1 5 6 8 -6 13 11 9 17 16 -12 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 29 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0020687587494735674 0.0018943188857230735 0.0009877482637319602 0.0020447688367125879 0.002016343286254314 0.001054526759435222 0.00031491811510164243 0.0023718711901304515 0.0016254249687899544 0.0016590003055158551 0.0014871252379229886 0.0012152448600478189 0.0017571130894491402 0.0024796976680060041 0.00088463274250240797 0.001530905458323931 0.0023253623377562753 0.0010226374756241113 0.0016473490868270189 0.0014135612804749575 0.0020898286337831264 0.0013846776551890486 0.0020979114233693613 0.00058160137113997721 0.0013673134953029839 0.0010593969929626379 0.00083846943417741537 0.00053996979158397898 0.0019090810689670614 0.0013790757590766451 0.0019304007674681874
leaf_weight=70 83 24 35 31 74 75 31 42 31 20 22 252 46 23 26 33 128 31 29 1156 21 184 26 26 25 44 66 83 26 358
leaf_count=70 83 24 35 31 74 75 31 42 31 20 22 252 46 23 26 33 128 31 29 1156 21 184 26 26 25 44 66 83 26 358
internal_value=0 0.00105694 0.00196377 0.00167423 0.00148525 0.00085975 0.00202171 0.000991417 0.00140389 0.00112977 0.00189143 0.00191918 0.00209106 0.000448627 0.00198736 0.0019616 0.00101012 0.00128296 0.00176984 0.00207631 0.00179723 0.00200808 0.000948177 0.00119331 0.00139132 0.0010349 0.000659377 0.00189454 0.00178266 0.00198727
internal_weight=0 590 2531 422 186 404 2109 306 188 216 234 851 1258 98 599 212 174 157 112 1212 56 573 154 126 56 70 90 179 109 542
internal_count=3121 590 2531 422 186 404 2109 306 188 216 234 851 1258 98 599 212 174 157 112 1212 56 573 154 126 56 70 90 179 109 542
is_linear=0
shrinkage=0.00188464


Tree=2758
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 43 2 2 2 132 2 150 15 48 43 49 39 12 4 0 4 0 47 157 150 2 4 49 4 16
split_gain=7.52621 1.19355 0.953063 0.841554 0.9862 0.749668 0.676491 0.668093 0.83888 0.614357 0.61236 0.611244 0.581339 0.858413 0.57484 0.550022 0.468166 0.450702 0.452452 0.482793 0.434202 0.413099 0.549935 0.389609 0.406528 0.325392 0.403791 0.377215 0.349805 0.45662
threshold=0.10920500000000001 -0.063814999999999997 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.088890000000000011 0.11411 0.10980500000000001 -0.41942499999999994 0.086665000000000006 -0.095049999999999982 -1.0000000180025095e-35 0.08568000000000002 0.11734000000000001 0.40124500000000002 -0.14920999999999998 -0.062539999999999984 -0.036484999999999997 0.089640000000000011 -0.06457499999999998 0.10389500000000002 0.092120000000000021 -0.15464999999999998 0.082865000000000008 -0.0016099999999999997 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 14 7 -3 -9 12 21 25 -8 -14 -1 -16 -17 18 19 -4 -10 22 -2 -22 -25 28 -27 -28 29 -7
right_child=1 6 17 -5 -6 11 9 8 20 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00376789600836187 0.0060868660324574896 0.0010844341317741595 0.0055404324137951298 0.0051964856002008489 0.00057206142595673604 0.0025441315405350354 0.0019870038494606414 0.0047029639500871046 0.0041388356231564765 0.0028007429621879952 0.0021496709895509271 0.0015277990630648526 -0.002950265558389494 0.00076802126453670767 0.002933170801435105 -0.00085907769713518614 0.0021872949338950769 0.0031581924234835583 0.0021371049182744091 0.0041786037867870014 0.00043174522322971979 0.0023723247816910538 0.0035535789345391157 0.0019083691762587301 0.0040559868721175866 0.0047618739141074822 0.0017858863567746417 0.003873384645603059 0.0053084819230585934 0.005254667741321932
leaf_weight=50 26 85 53 48 26 28 24 31 20 23 65 20 20 32 45 20 20 87 21 1959 28 26 49 104 21 35 32 37 64 22
leaf_count=50 26 85 53 48 26 28 24 31 20 23 65 20 20 32 45 20 20 87 21 1959 28 26 49 104 21 35 32 37 64 22
internal_value=0 0.00221652 0.00402598 0.00343517 0.00322329 0.00340809 0.00178906 0.00213315 0.00257012 0.000784612 0.00321562 0.00388347 0.000174467 -0.000662089 0.00257001 0.00186538 0.000664109 0.00415055 0.00419302 0.00421448 0.00218793 0.00390163 0.00443179 0.00193291 0.00226917 0.00409959 0.00353009 0.00290527 0.00461913 0.00373677
internal_weight=0 554 2567 447 399 373 388 289 204 99 166 238 76 52 135 85 40 2120 2033 2012 173 101 75 153 125 218 104 69 114 50
internal_count=3121 554 2567 447 399 373 388 289 204 99 166 238 76 52 135 85 40 2120 2033 2012 173 101 75 153 125 218 104 69 114 50
is_linear=0
shrinkage=0.0140794


Tree=2759
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 3 3 2 2 124 14 12 1 3 1 4 1 15 1 49 52 0 47 2 3 14 0 131 3
split_gain=104.526 18.152 10.8669 9.90921 7.04208 5.41921 3.29526 3.65652 3.13633 2.85465 2.84078 2.66786 2.11601 2.00206 3.57333 1.7947 1.44102 2.6299 3.28203 1.36464 1.2345 1.14047 1.10624 1.09898 1.04513 1.03989 0.99941 1.18671 0.927319 0.911163
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.30112000000000005 0.10299500000000002 0.13501500000000002 0.10672500000000001 -0.080389999999999989 0.062655000000000016 -0.42850999999999995 0.080270000000000022 -0.12018999999999998 0.13146500000000003 -0.015039999999999998 0.089770000000000016 -0.15914499999999995 0.11588000000000001 -0.08130999999999998 0.31359500000000001 0.18019500000000002 0.090100000000000013 0.15950500000000004 -0.14847999999999997 -0.23083499999999998 -0.23091999999999999 0.09031500000000002 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 11 7 15 16 19 20 13 -8 21 -15 -4 22 -18 -19 -6 -5 -1 25 26 -14 -7 -3 -28 -2 -27
right_child=1 2 6 10 9 8 12 -9 -10 -11 -12 -13 24 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0019930421790655818 0.0020647604916222426 0.0012529185764440086 0.001057630537215844 0.0014163290734022468 0.0019844338750783612 0.0020899454593087518 0.0007889204739157579 0.0012953704267689872 0.001328233976988035 0.0011131536960360911 0.001781541564359331 0.0023078332337749799 0.00042418207978614655 0.0012490663853128986 0.0018802155567989884 0.00059381299493892941 0.0017682590465816421 0.0017921296708636894 0.00079922938847454706 0.0014965542810797027 0.00092612415218455669 0.0016465513125554893 0.0014581073685831446 0.0013169677185578584 -6.3154826530772696e-05 0.001488025674160199 0.0012774273160882197 0.00084124677295022458 0.0016357004541579603 0.0018699359658644892
leaf_weight=894 47 31 35 26 40 66 34 44 48 30 28 62 35 30 497 106 321 21 21 33 43 31 20 32 23 21 23 136 24 319
leaf_count=894 47 31 35 26 40 66 34 44 48 30 28 62 35 30 497 106 321 21 21 33 43 31 20 32 23 21 23 136 24 319
internal_value=0 0.00107044 0.000970277 0.00186071 0.00119056 0.00188366 0.000711822 0.000848419 0.00176899 0.00157435 0.00130444 0.00194706 0.000437142 0.00193165 0.00184429 0.000708945 0.0017958 0.00171358 0.00129568 0.00176389 0.00111084 0.00198143 0.00186586 0.00101249 0.000230928 0.00188595 0.000961215 0.000904342 0.00191973 0.00184635
internal_weight=0 673 602 2448 325 2351 277 185 837 103 97 1514 92 1452 527 141 789 363 42 73 69 925 426 222 58 406 190 159 71 340
internal_count=3121 673 602 2448 325 2351 277 185 837 103 97 1514 92 1452 527 141 789 363 42 73 69 925 426 222 58 406 190 159 71 340
is_linear=0
shrinkage=0.00177594


Tree=2760
num_leaves=31
num_cat=0
split_feature=1 3 39 12 15 3 4 43 151 457 43 393 2 132 1 12 480 4 0 15 481 49 2 1 402 403 12 1212 49 402
split_gain=6.75874 1.10796 1.12204 0.862281 0.717834 0.838139 0.687975 0.659415 0.55279 0.598442 0.534235 0.499271 0.529967 0.463173 0.571221 0.449636 0.677006 0.539788 0.566756 0.450009 0.387992 0.375514 0.428777 0.782694 0.472009 0.424691 0.584384 0.390661 0.371876 0.371432
threshold=0.10920500000000001 0.31299000000000005 0.087880000000000014 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.036839999999999991 -0.074359999999999996 -0.090064999999999992 0.083570000000000019 -0.086909999999999987 0.084355000000000013 0.13622000000000004 0.10365500000000001 0.14754500000000001 0.090285000000000018 -0.03031 0.033845000000000007 -0.097024999999999986 0.13592500000000005 0.11290000000000001 0.085970000000000005 0.084855000000000014 0.086105000000000015 0.089785000000000018 -0.092059999999999989 0.086655000000000024 0.10761500000000002 -1.0000000180025095e-35 -0.020594999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 7 -2 10 -9 -10 -1 12 -8 14 -3 21 -17 18 -18 20 -20 22 27 24 25 26 -24 29 -12 -5
right_child=1 13 -4 15 -6 -7 11 8 9 -11 28 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033953335045685462 0.0045304325846785374 0.0009935913878408322 0.0014853665642680094 0.005688047549913082 0.0049720089869153723 0.00062016791537886974 0.0032253172627825749 0.0060267191235328964 0.0038667178345706543 0.0018402703023399228 0.0024502964227135914 0.00050473446462588384 0.0014093850977540446 0.002442395254366203 -0.0017817919591250192 0.0012299709723553862 0.0057314210970995007 0.0031081031067639133 0.0040263803714978078 0.0018380672841378691 0.0019980191502903047 0.0047850130743140587 0.00086357869293884936 0.0013348782867996449 0.0052340850943715577 0.0039563442145288197 0.0038103627711846273 0.0025210705434619003 0.00027978170371868629 0.004363866763477115
leaf_weight=67 50 65 156 50 48 26 173 20 182 36 41 20 41 29 20 21 37 172 706 21 20 189 23 25 52 402 35 21 27 346
leaf_count=67 50 65 156 50 48 26 173 20 182 36 41 20 41 29 20 21 37 172 706 21 20 189 23 25 52 402 35 21 27 346
internal_value=0 0.00213696 0.00246386 0.00388598 0.00331278 0.00311317 0.00300134 0.00328694 0.00374171 0.00353208 0.00248521 0.00267461 0.00287741 0.000875237 0.00034056 0.00400684 0.00378062 0.00383665 0.00399649 0.00391055 0.0039705 0.0042002 0.00408434 0.00381605 0.0039372 0.0037906 0.00264181 0.00442984 0.00158847 0.00453106
internal_weight=0 554 440 2567 447 399 284 373 238 218 135 234 214 114 85 2120 977 956 784 747 726 1143 954 537 512 460 58 417 68 396
internal_count=3121 554 440 2567 447 399 284 373 238 218 135 234 214 114 85 2120 977 956 784 747 726 1143 954 537 512 460 58 417 68 396
is_linear=0
shrinkage=0.0143609


Tree=2761
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 2 4 14 52 47 1 1 124 0 16 14 16 3 2 14 0 4 16 12 16
split_gain=139.409 16.6829 15.464 13.355 8.44701 7.11199 5.47231 4.56426 4.44497 3.08585 2.9167 2.72105 2.52909 2.24506 2.11667 1.87049 1.81292 1.5334 1.53292 2.29819 1.49674 1.49389 1.50859 1.37148 1.21693 1.14671 1.1043 1.16017 1.08828 1.05199
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.09141500000000001 -0.16363499999999997 0.40124500000000002 0.11389000000000002 0.13501500000000002 -0.0086549999999999978 0.076175000000000007 1.0000000180025095e-35 0.077555000000000013 0.10089500000000001 0.16540500000000002 -0.072314999999999977 -0.11173999999999999 -0.43320999999999993 0.062655000000000016 0.10994000000000002 0.090900000000000009 0.14122000000000004 -0.46413499999999996 -0.093584999999999988 -0.033174999999999989 -0.013024999999999998 0.093765000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 9 16 12 -6 28 14 11 25 18 15 20 17 -3 -9 19 -4 21 22 26 24 -2 -8 -1 -28 -5 -27
right_child=1 5 6 8 7 -7 10 13 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0013433251882289513 0.001324659018521778 0.00049194707902608359 0.0019364832910092388 0.0020741725395238609 0.0018649319410420874 0.0012316605925019705 0.00219162175746738 0.0009904344344901111 0.0010182087698098565 0.0011437747263980437 0.0013136662887605476 0.0016555141952040674 0.0023589338749611041 0.0016408902893392653 0.0022126706489093663 0.00087926777937756269 -2.7464647618664689e-05 0.0015335420577444045 0.0019644551658075807 0.0012111233970660978 0.0021823007147914564 0.0019820830201606882 0.0012467467975831011 0.00051182498931826546 0.00088924341536535719 0.0019551132256012526 0.0016359996278463404 0.0020853806436869353 0.0016522618022523994 0.0017999249442891684
leaf_weight=20 21 178 35 23 31 39 31 28 32 22 36 237 46 23 33 73 22 33 1145 20 20 38 28 25 171 196 47 26 79 363
leaf_count=20 21 178 35 23 31 39 31 28 32 22 36 237 46 23 33 73 22 33 1145 20 20 38 28 25 171 196 47 26 79 363
internal_value=0 0.000912692 0.00183409 0.00114955 0.00153581 0.000564842 0.00189378 0.00126638 0.00157326 0.00175228 0.0017893 0.00181 0.00196614 0.00114819 0.00181543 0.00106362 0.000434812 0.00128425 0.00195108 0.00167272 0.00174219 0.00168683 0.00159411 0.000887899 0.000936867 0.00187206 0.00169869 0.00179605 0.0017474 0.00185434
internal_weight=0 590 2531 351 422 239 2109 188 134 234 863 827 1246 157 212 134 200 61 1200 55 179 159 121 217 192 590 93 73 102 559
internal_count=3121 590 2531 351 422 239 2109 188 134 234 863 827 1246 157 212 134 200 61 1200 55 179 159 121 217 192 590 93 73 102 559
is_linear=0
shrinkage=0.00170698


Tree=2762
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 2 1 2 14 52 1 150 52 1 2 2 1 4 16 1 11 3 43 0 1 52 4
split_gain=104.908 13.911 12.1189 7.17871 6.8741 6.03105 5.11573 4.2669 3.3189 3.1704 2.98175 2.32676 1.81305 1.93775 4.37047 1.64479 1.51487 1.50454 1.48585 1.3777 1.33114 1.1714 1.09957 1.29977 0.971894 0.948615 0.901235 0.889597 0.817052 0.978753
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.31370500000000007 0.14122000000000004 -0.025214999999999998 0.089885000000000007 0.092845000000000025 0.11177500000000001 0.076175000000000007 -0.56176499999999996 0.089370000000000019 0.081835000000000019 0.048770000000000008 0.090540000000000023 0.11411 -1.0000000180025095e-35 0.12656000000000003 -0.011209999999999999 -0.059624999999999991 1.0000000180025095e-35 1.0000000180025095e-35 -0.11171999999999999 -0.080324999999999994 -0.068604999999999985 0.13332000000000002 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 7 8 19 11 -4 -9 16 -10 22 24 27 28 -2 -18 -3 -12 -22 26 -24 -15 -11 -14 -7 29 -1
right_child=1 5 9 -5 -6 15 -8 10 12 25 20 -13 13 14 -16 -17 18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023760744194854647 0.001851569838978148 0.0009455634132708241 0.0017483432029813152 0.0010100964163876349 0.0012156858587111933 0.00059725191589522482 0.0012976425947866393 0.001655258657211139 0.0022014767847363817 0.0012176101064260323 0.0014513975321777679 0.0023746694284821328 0.0019019291214107199 0.0020094699082664406 0.000834978652721281 0.00078938888144558061 0.0014220319789741815 0.0012924154966275124 0.0019137362316115193 0.00060475400145879954 0.001088938857131061 0.00060657333509193923 0.0018650002752705324 0.0024559638318013099 0.001602033871811121 0.00075358378478815183 0.0017539918168070141 0.00014551030720415009 0.0017154445527737931 0.0020259903925631461
leaf_weight=28 92 80 37 74 45 22 41 38 53 53 22 58 525 39 20 34 23 20 239 82 55 25 27 24 41 21 192 46 28 1037
leaf_count=28 92 80 37 74 45 22 41 38 53 53 22 58 525 39 20 34 23 20 239 82 55 25 27 24 41 21 192 46 28 1037
internal_value=0 0.00103853 0.00190371 0.00145667 0.0019311 0.000846024 0.00194465 0.000977223 0.00195602 0.00130673 0.00121348 0.00201227 0.00186972 0.00184946 0.00160752 0.000457571 0.00199676 0.00175172 0.00187057 0.000773055 0.00104889 0.0009382 0.00188096 0.0021431 0.00180066 0.00108593 0.00186231 0.000291662 0.002027 0.00203519
internal_weight=0 590 2531 186 2420 404 2375 302 2334 111 140 1413 921 868 100 102 1355 112 262 162 102 80 768 51 80 74 717 68 1093 1065
internal_count=3121 590 2531 186 2420 404 2375 302 2334 111 140 1413 921 868 100 102 1355 112 262 162 102 80 768 51 80 74 717 68 1093 1065
is_linear=0
shrinkage=0.00184769


Tree=2763
num_leaves=31
num_cat=0
split_feature=1 12 1 474 47 150 0 4 4 2 133 10 49 15 14 3 0 4 160 15 2 4 48 4 15 1 15 52 3 15
split_gain=6.94267 1.84726 1.02011 0.798253 0.758991 0.655234 0.644292 0.55582 0.544287 0.539181 0.604083 0.549254 0.480489 0.597134 0.456814 0.45009 0.646367 0.433547 0.42812 0.415036 0.411389 0.400219 0.38205 0.419945 0.446036 0.478366 0.376774 0.633902 0.359093 0.354952
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.086280000000000009 0.085505000000000012 0.09487000000000001 -0.040504999999999992 0.033845000000000007 -0.14098499999999997 0.13754500000000003 0.087985000000000022 0.058500000000000003 0.09858500000000002 -0.13578499999999996 -0.23083499999999998 -0.14186499999999996 -0.062764999999999974 0.022185000000000003 -1.0000000180025095e-35 -0.41942499999999994 0.081685000000000021 0.015030000000000002 -0.068459999999999979 -0.15764999999999998 -0.016799999999999995 0.10389500000000002 0.040760000000000005 -0.07167999999999998 0.0022600000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 12 17 15 -5 11 19 29 13 -1 -4 20 -17 -6 -18 -11 -3 -21 -16 -24 25 -25 27 -22 -13 -2
right_child=4 7 14 8 6 -7 -8 -9 -10 10 -12 28 -14 -15 22 16 18 -19 -20 21 26 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0063783055534938505 0.0018975098968369024 0.0063099055159520382 0.0039131438087256611 0.0032408102374243265 0.0048853768070614562 0.0016216071547401998 0.00046445002924549143 0.0033180361994258967 2.0507047542795613e-05 0.0011791077329708249 0.0026956215894714357 0.001806748056505916 0.0024838453468253321 0.0039332705646553008 0.0032603530593317684 0.0039594944790624113 0.0015031245805250928 0.0025997223034847426 0.0033719521395547966 0.00067721251761621666 0.0044592546934626937 -0.0017099062072579313 0.0034698076616500001 -1.7607556488532846e-05 -0.00045129873999726712 0.0021943603560365581 0.0054927341182378145 0.0016973555146057933 -0.00068979604497508204 0.0038142671811448921
leaf_weight=21 79 24 28 20 21 26 21 318 20 37 20 21 38 203 39 1571 29 64 120 23 76 32 23 23 20 98 39 20 23 24
leaf_count=21 79 24 28 20 21 26 21 318 20 37 20 21 38 203 39 1571 29 64 120 23 76 32 23 23 20 98 39 20 23 24
internal_value=0 0.00367146 0.002963 0.00345784 0.00164561 0.00371162 0.00262952 0.00385172 0.00163066 0.00124294 0.000521413 0.00179267 0.00391902 0.00416249 0.00226036 0.00394204 0.00387709 0.00316441 0.00300822 4.87595e-05 0.00464468 -0.000711657 0.00203239 0.00174038 0.00145827 0.0017739 0.00434865 0.00388386 0.000501736 0.00234413
internal_weight=0 2756 559 328 365 288 106 2197 40 259 112 147 262 224 231 1879 1720 85 149 92 159 55 203 164 141 121 135 96 44 103
internal_count=3121 2756 559 328 365 288 106 2197 40 259 112 147 262 224 231 1879 1720 85 149 92 159 55 203 164 141 121 135 96 44 103
is_linear=0
shrinkage=0.0138033


Tree=2764
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 4 2 2 14 34 4 2 1 11 15 0 13 15 31 10 47 457 1 475 52 13
split_gain=131.896 23.5954 13.2007 10.2965 8.52005 6.87268 5.56121 4.89046 4.0045 3.45134 3.41911 2.65164 2.54744 2.47441 2.08022 1.97493 1.55766 1.50297 1.31723 1.29214 1.27621 1.11165 1.11091 1.09141 0.96771 0.933359 1.54642 0.910539 1.07171 0.854496
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.091265000000000013 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 0.27834500000000006 0.094835000000000017 0.086920000000000011 1.0000000180025095e-35 -0.086849999999999997 -0.095504999999999993 -1.0000000180025095e-35 -0.41942499999999994 -0.077289999999999984 -0.38124499999999995 0.090100000000000013 0.080930000000000016 0.084525000000000003 -0.088274999999999978 0.31359500000000001 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 24 6 10 15 11 -6 12 13 16 22 -15 -1 27 25 -17 -18 -16 -13 -4 -23 -3 -12 -27 -5 -29 -21
right_child=1 2 8 5 9 -7 -8 -9 -10 -11 17 21 -14 14 20 18 19 -19 -20 29 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0019974157802724137 0.0018032906037438767 0.00071954153113534965 0.00042147482426747038 0.0015758410357075382 0.0016204336843883952 0.00084728619609708469 0.0010873723566125939 0.00092704028883234093 0.0010080152726598779 0.00088761924670817795 0.0016849444895224587 0.00035970690178539311 0.0021990449749475678 0.0010150492836437756 0.00031212871979114997 0.0017464105241642017 0.0014680663373596078 0.0019367083874403807 0.0011501310788056775 0.0018047330040382196 0.00082458233941567767 0.00021460409337588962 -0.00014790172201554247 -0.00029787250994587245 0.0010554741282158451 0.001755761101283265 0.0010434110498812427 0.0018885864081843325 0.0015613028570449692 0.0015172247222436945
leaf_weight=26 74 191 22 34 71 26 37 69 34 30 630 32 64 33 52 20 52 76 31 316 23 25 23 30 33 20 20 955 34 38
leaf_count=26 74 191 22 34 71 26 37 69 34 30 630 32 64 33 52 20 52 76 31 316 23 25 23 30 33 20 20 955 34 38
internal_value=0 0.000838279 0.000719062 0.00174376 0.000965977 0.00177335 0.00178392 0.00127727 0.000426188 0.00140277 0.00179544 0.000343762 0.00184547 0.000487343 0.000636044 0.0015911 0.00182964 0.00169529 0.00138397 0.0017347 0.000469281 9.12592e-05 0.00013046 -6.49286e-05 0.000769032 0.00166791 0.00139959 0.00186731 0.00187734 0.00177387
internal_weight=0 673 599 2448 325 2302 2276 146 274 101 2239 240 1493 153 108 77 1429 746 51 406 75 87 45 55 224 670 40 1023 989 354
internal_count=3121 673 599 2448 325 2302 2276 146 274 101 2239 240 1493 153 108 77 1429 746 51 406 75 87 45 55 224 670 40 1023 989 354
is_linear=0
shrinkage=0.00181146


Tree=2765
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 2 47 14 11 2 1 4 2 15 1 1447 1 51 10 14 47 4 47 16 1 13
split_gain=109.113 18.2285 11.1842 9.27413 8.12871 5.15516 4.69049 3.87736 3.81592 3.36229 3.01567 2.66143 1.74178 1.73918 1.57902 2.0295 1.26121 1.18282 1.15571 1.13221 0.985184 1.08378 0.899606 0.895252 0.925108 0.870641 0.863137 0.922079 0.839522 0.820875
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 -0.029094999999999999 0.088105000000000003 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.13754500000000003 0.13082500000000002 0.062655000000000016 1.0000000180025095e-35 0.094835000000000017 0.088975000000000012 -0.081114999999999979 0.17025000000000004 -0.059484999999999989 0.086920000000000011 -0.082869999999999985 0.11669000000000002 -0.085989999999999997 -0.38851999999999992 -0.41790499999999997 0.080455000000000013 -0.036839999999999991 0.078345000000000012 -0.29154999999999992 0.11588000000000001 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 7 20 6 11 13 28 12 16 18 14 -1 19 -16 29 -15 -5 -8 21 -3 -18 -22 -25 -2 27 -23 -6 -4
right_child=1 2 10 5 8 -7 9 -9 -10 -11 -12 -13 -14 17 15 -17 22 -19 -20 -21 23 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020314705363622125 0.0019785749297026962 0.0007028778851814793 0.00055943219823916966 0.0019420325269783804 0.001877072957229238 0.0011002018304686657 0.0021462071605143039 0.0011329537359760266 0.0010633803134193975 0.0012757495805544982 0.0012123780939441347 0.0022699999206117196 0.0020245222073583553 0.0017216187937730176 0.0018334329676104133 0.0012266081213945183 0.00054228483029011257 0.0012070284642778683 0.0018342175221981248 0.0017764372498261149 0.0011702813695170758 0.0012569252102296547 9.0065312093808885e-05 0.0006623304624094878 0.0010046855831366466 0.0015908056926092686 0.0014149669831301616 0.00095200104528310925 0.0015380065202037936 0.00084835196387556086
leaf_weight=26 50 21 80 927 39 25 24 69 39 37 23 60 81 29 29 33 28 22 398 688 21 42 22 60 35 24 22 82 43 42
leaf_count=26 50 21 80 927 39 25 24 69 39 37 23 60 81 29 29 33 28 22 398 688 21 42 22 60 35 24 22 82 43 42
internal_value=0 0.00106921 0.000972407 0.00183006 0.00113128 0.001856 0.0018643 0.00142105 0.00149431 0.00176966 0.000643259 0.00192526 0.00179103 0.00167922 0.0017666 0.00151045 0.000567156 0.00149964 0.00190965 0.0017889 0.000976058 0.00105835 0.000343308 0.000857584 0.000788461 0.00185281 0.00110948 0.00105528 0.00169927 0.000658896
internal_weight=0 673 599 2448 404 2302 2277 146 121 892 195 1385 855 77 774 62 172 51 1325 712 283 167 50 116 95 74 146 124 82 122
internal_count=3121 673 599 2448 404 2302 2277 146 121 892 195 1385 855 77 774 62 172 51 1325 712 283 167 50 116 95 74 146 124 82 122
is_linear=0
shrinkage=0.00167351


Tree=2766
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 150 123 50 2 457 9 0 1 43 131 123 10 4 481 3 159 159 401 159 1447 48 150 151 49 10
split_gain=7.10344 1.19988 0.944623 0.800639 0.752643 0.745842 0.658305 0.615713 0.615048 0.989008 0.904588 0.58146 0.514594 0.477455 0.45847 0.422391 0.402144 0.393628 0.428792 0.527496 0.447969 0.423668 0.421014 0.406552 0.538456 0.387558 0.902798 0.466583 0.45211 0.347959
threshold=0.10752500000000002 -0.40306999999999998 0.14860500000000001 0.10005000000000001 -0.0091949999999999983 1.0000000180025095e-35 0.08592000000000001 0.14026500000000003 0.11411 0.079590000000000008 -1.0000000180025095e-35 0.024095000000000002 0.091450000000000017 -0.078139999999999973 0.09031500000000002 0.11679000000000002 -0.0087699999999999983 -0.082249999999999976 -0.009074999999999998 0.092670000000000016 0.082585000000000006 0.11576000000000002 0.084055000000000019 -0.085489999999999997 -0.085539999999999991 0.081275000000000014 1.0000000180025095e-35 -0.083034999999999984 0.13260000000000002 -0.062879999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 7 4 5 12 25 8 9 10 16 13 -1 -12 -2 -10 -3 23 21 20 22 -19 -20 -6 -25 27 -27 -5 -29 -4
right_child=1 2 29 6 17 -7 -8 -9 15 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0055600717868897883 0.0055776616575929716 0.0026648826026614003 -0.0012892604300931286 0.0056646251754074832 0.0061461654116099895 0.00076378832362855858 0.0010411460326899078 0.0045393165623691997 0.0017744433538831735 -0.00041674507244329707 0.0025563607001497487 0.0013570860380072709 0.0024077045895665424 0.0046734474890498283 0.0028186364938824694 -0.00039779330690824368 8.8548120441916945e-05 0.0049674034056806649 0.0037391224751754351 0.0020666039004851094 0.0047169859055766847 0.0029142932412508657 0.004600061351370391 0.0022496187696185452 0.0044964707085946385 0.0034615361089559405 -3.6242948729572987e-05 0.0037669029597801554 0.0017322710885729004 0.0010328485773168565
leaf_weight=20 28 26 20 26 30 28 23 23 225 20 32 20 25 80 24 21 26 157 860 32 151 25 142 24 493 76 20 374 25 45
leaf_count=20 28 26 20 26 30 28 23 23 225 20 32 20 25 80 24 21 26 157 860 32 151 25 142 24 493 76 20 374 25 45
internal_value=0 0.00217948 0.00197411 0.00396429 0.00410061 0.00264082 0.00346637 0.00220164 0.00208216 0.00267684 0.0030131 0.00365774 0.00380876 0.00406857 0.00430427 0.00158901 0.00137672 0.00415628 0.0040234 0.00392173 0.00397322 0.00468538 0.00386113 0.00448837 0.00439217 0.00357344 0.00273283 0.00376331 0.00363942 0.000318353
internal_weight=0 590 538 2531 1987 73 544 473 450 204 184 132 45 112 52 246 52 1914 1367 1185 1153 182 1002 547 517 521 96 425 399 65
internal_count=3121 590 538 2531 1987 73 544 473 450 204 184 132 45 112 52 246 52 1914 1367 1185 1153 182 1002 547 517 521 96 425 399 65
is_linear=0
shrinkage=0.0146482


Tree=2767
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 14 15 1 47 47 14 0 15 1 49 2 3 2 13 52 16 3 4 16
split_gain=181.817 21.5882 19.1145 17.7319 11.2456 9.48602 6.80783 6.77762 5.943 4.14855 3.62682 2.79657 2.6914 2.09213 1.98022 1.94556 1.91354 1.73889 1.92784 1.71946 1.72954 1.67571 1.38552 1.66796 1.31179 1.42944 1.30522 1.30731 1.37439 1.24356
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.090285000000000018 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 0.15799000000000005 0.077555000000000013 0.091680000000000011 0.062655000000000016 -0.11242999999999999 -0.095244999999999982 0.10124500000000002 -0.061079999999999988 0.14122000000000004 -0.13927999999999999 0.095545000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10994000000000002 0.090900000000000009 -0.033174999999999989 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 13 11 -5 -6 12 14 17 22 -3 16 19 26 18 -4 20 -10 24 -8 -24 -2 -26 27 28 -1 -30
right_child=1 5 6 7 8 -7 9 -9 15 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0015694161754265055 0.0009561788559983188 0.00056944680887903985 0.0022833318543576649 0.00200742773636972 0.0021849969419102215 0.0014186815192603274 0.0023508020940463145 0.0011195482776151773 0.0017340700969574131 0.0018218199631642971 0.0013604604038172448 0.0026700059030218353 0.0015393997975968719 0.00010765759671942066 0.0024728355605391269 0.0017165184660120191 0.0025154017502782389 0.0022539572867628101 0.0015510774720276265 0.0010649208489164458 0.001137084249466976 0.00059740942646201688 0.0021665985488877894 0.0019890725024396751 0.0015318393660596155 0.0010549180364012843 0.0022311572679073106 0.001545148181472831 0.0019087760196545825 0.0023740274249660605
leaf_weight=20 122 156 20 104 28 38 76 33 31 171 22 46 23 35 33 31 20 1053 22 72 26 25 468 230 30 47 38 28 47 26
leaf_count=20 122 156 20 104 28 38 76 33 31 171 22 46 23 35 33 31 20 1053 22 72 26 25 468 230 30 47 38 28 47 26
internal_value=0 0.00104975 0.00210201 0.00130981 0.00177038 0.000639789 0.00216836 0.00179356 0.0014595 0.00206307 0.00202015 0.00225769 0.00211483 0.000484826 0.00208861 0.00133254 0.00201777 0.00224037 0.00189977 0.00124027 0.00146176 0.00101395 0.00213193 0.0021081 0.00106628 0.00124073 0.00195518 0.00186851 0.00196587 0.00207448
internal_weight=0 590 2531 361 422 229 2109 137 188 968 234 1141 797 191 212 160 179 1095 42 129 57 224 774 698 199 77 159 121 93 73
internal_count=3121 590 2531 361 422 229 2109 137 188 968 234 1141 797 191 212 160 179 1095 42 129 57 224 774 698 199 77 159 121 93 73
is_linear=0
shrinkage=0.00170698


Tree=2768
num_leaves=31
num_cat=0
split_feature=1 3 4 376 130 4 9 2 2 3 3 14 132 1 0 15 39 158 160 15 0 156 156 51 4 3 13 48 48 12
split_gain=6.70615 1.15094 1.04629 1.04351 0.924298 0.802179 0.63138 0.62175 0.432365 0.428977 0.765518 0.405906 0.400367 0.499918 0.39983 0.385964 0.349227 0.34416 0.349886 0.608668 0.430783 0.409524 0.846635 0.579642 0.946039 0.450517 0.338219 0.332665 0.5646 0.32231
threshold=0.10752500000000002 0.30112000000000005 0.41257000000000005 0.083785000000000012 -0.076894999999999977 0.27834500000000006 -1.0000000180025095e-35 0.092365000000000017 0.14838000000000004 -0.14186499999999996 -0.10217499999999997 -0.47013499999999991 0.10365500000000001 0.14804000000000003 -0.096374999999999975 0.040760000000000005 -0.04725999999999999 0.08673500000000002 0.081905000000000019 -0.090344999999999995 -0.083389999999999978 0.087205000000000019 0.085790000000000019 -0.13782999999999998 -0.016304999999999997 -0.081924999999999984 0.090705000000000008 0.10168500000000001 0.10788500000000002 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 17 26 15 -11 -4 13 -3 -13 29 -12 18 21 -20 -21 22 -8 -23 -25 -26 -6 -18 -29 -9
right_child=1 12 11 -5 8 -7 7 9 -10 10 16 14 -14 -15 -16 -17 27 -19 19 20 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.001357747153334148 0.00052195209031603667 0.00088015824768199029 0.0031435778742827649 0.00056679027272509388 0.0034161743385979449 0.0020054733787965369 0.0038381052542880803 0.002509347611274867 0.001500481889340472 0.00114145577995641 0.0016524949215223936 0.0022257375615377098 0.0021996865053503299 -0.0015329035049388689 0.00079279080705195904 0.0058901651607548722 0.0034783963916042485 0.0044457974195252995 0.0016716683943477177 0.004531854610577645 0.0024808858475698472 0.0048583813978659626 0.0060803655139899573 0.00048964027664060057 0.0028676151734725783 0.0051618157918289099 0.0051660022775559108 0.00070308616216447403 0.0034570870238242787 0.0043162608892584192
leaf_weight=23 23 74 25 34 171 59 1156 27 20 32 23 55 29 21 114 20 612 149 41 50 32 30 33 28 73 21 24 23 37 62
leaf_count=23 23 74 25 34 171 59 1156 27 20 32 23 55 29 21 114 20 612 149 41 50 32 30 33 28 73 21 24 23 37 62
internal_value=0 0.00196195 0.00227643 0.00282881 0.00315195 0.00359611 0.00363407 0.00365545 0.0034333 0.00334995 0.00322888 0.00150198 0.000780094 0.000346745 0.00125913 0.00415747 0.00332499 0.00381379 0.00374946 0.00304487 0.00373148 0.00381409 0.00390034 0.00313944 0.00271675 0.00338015 0.00363154 0.00338223 0.00240139 0.0037681
internal_weight=0 590 466 272 238 2531 2472 2449 215 836 727 194 124 95 169 109 695 1613 1464 123 82 1341 1189 152 122 94 195 672 60 89
internal_count=3121 590 466 272 238 2531 2472 2449 215 836 727 194 124 95 169 109 695 1613 1464 123 82 1341 1189 152 122 94 195 672 60 89
is_linear=0
shrinkage=0.0138033


Tree=2769
num_leaves=31
num_cat=0
split_feature=1 52 3 4 148 123 51 149 47 2 45 15 41 3 4 160 1209 12 14 43 4 3 133 160 42 12 151 0 12 1447
split_gain=5.4522 1.38244 0.865937 0.659506 0.615703 0.633567 0.562478 0.6328 0.646243 0.554746 0.53712 0.488391 0.622979 0.553008 0.634844 0.562598 0.544201 0.475088 0.463672 0.640135 0.522812 0.648233 0.388168 0.539816 0.387532 0.383743 0.45079 0.433134 0.361875 0.360656
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 -0.098399999999999974 0.085740000000000011 0.11144500000000002 0.077335000000000015 0.10621500000000002 0.14122000000000004 0.081955000000000014 0.040760000000000005 0.075585000000000013 0.090900000000000009 -0.46376499999999993 0.05259500000000001 0.091045000000000001 -0.42850999999999995 0.081185000000000021 -0.51144999999999985 -0.49013999999999996 -0.14989499999999997 -0.038089999999999992 -0.065039999999999987 0.11649000000000002 0.11472500000000001 -0.073794999999999986 -0.066089999999999996 0.092855000000000007 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 -3 6 7 8 22 10 11 13 29 16 -15 -16 18 -4 19 -1 28 -22 -6 -24 -23 26 -25 -28 -21 -13
right_child=1 2 17 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 21 24 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.00094444073280561605 0.0038060115558402078 -0.00050322389683139161 0.0019878374053534146 0.00097241473649514699 0.00030168140335695476 0.0012519593161269113 0.0038978073548405863 0.004529203592437166 0.0033972722203903473 0.0018484596071412552 0.0057371244330638397 0.0051288958559157624 0.0056154704134591905 0.0035906874361039446 -0.00055357971543923043 0.0027165264154193967 0.0011866493057825925 -0.00015456337688245185 0.0057629671243609702 0.0057866926807827899 0.0014126541284156782 0.0035563753494430427 0.0032822838590549964 0.0024115956944607969 0.0015506740777308679 0.0034102494572502201 0.0013333174005713813 -0.00088463381960498947 0.0032921883980046029 0.0036820414486371843
leaf_weight=22 90 20 35 22 37 127 53 25 64 41 26 40 41 41 24 23 23 68 20 37 34 956 52 48 22 21 61 29 20 999
leaf_count=22 90 20 35 22 37 127 53 25 64 41 26 40 41 41 24 23 23 68 20 37 34 956 52 48 22 21 61 29 20 999
internal_value=0 0.00207215 0.00182833 0.0035474 0.00206902 0.00216853 0.002467 0.00224198 0.00205871 0.00357131 0.00360165 0.00357753 0.00380903 0.00337294 0.00223196 0.00104668 0.00346148 0.000573437 0.00350858 0.00346725 0.00351917 0.00344075 0.00171327 0.0019608 0.00351126 0.00152862 0.00124228 0.000618644 0.00491143 0.00373774
internal_weight=0 730 640 2391 537 517 390 337 312 2369 2328 2302 1080 1222 88 47 1134 103 1111 1091 1069 1012 248 211 978 159 138 90 57 1039
internal_count=3121 730 640 2391 537 517 390 337 312 2369 2328 2302 1080 1222 88 47 1134 103 1111 1091 1069 1012 248 211 978 159 138 90 57 1039
is_linear=0
shrinkage=0.0149411


Tree=2770
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 14 4 1 1 13 4 12 4 50 1 0 1 12 1 16 1 15 1 48
split_gain=133.929 16.1807 13.8428 9.19809 8.95094 6.94317 5.81569 5.02964 5.38308 4.23651 3.91289 2.63953 2.10852 4.19652 2.05998 1.76401 1.66831 1.65527 1.65704 1.61528 1.6094 1.8282 1.5895 1.43582 1.28087 1.26901 1.23632 1.19724 1.00361 0.981307
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10803500000000001 0.092845000000000025 0.14122000000000004 0.076175000000000007 -0.015039999999999998 0.086920000000000011 0.087135000000000004 -0.16152999999999998 -0.04890499999999999 0.08401500000000002 -0.0057249999999999992 0.041865000000000006 0.075045000000000014 -0.038659999999999993 0.122715 0.090285000000000018 0.13436000000000001 0.15891500000000003 0.12000500000000001 -0.41396999999999995 0.12958500000000003 0.087310000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 22 7 11 26 28 -4 12 14 15 23 -1 -8 -10 18 -16 27 21 -17 -2 -14 -18 -23 -3 -7 -9 -29
right_child=1 5 9 -5 -6 19 10 8 16 -11 -12 -13 13 -15 17 20 24 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0022611100804578468 0.0020638511027705701 0.0011319529464765919 0.0020068190177655984 0.0013747589935861337 0.0011608859852036287 0.00075249010647077217 0.0016545189426644341 0.0020995258452924741 0.0016214914059584965 0.001285250313422787 0.0015293839717469672 0.0025886532826877398 0.0021983550528878772 0.0014084902941325628 0.0014600874837044451 0.0021676227400632482 0.0011585329175045024 0.002163692086037854 0.0020523999096491363 0.0010105051585579752 0.002346258819548014 0.0014732025989611026 0.0015903397228360146 0.0019567984714632639 0.00073464651914346578 0.0020860157788043145 0.00067048876927706708 7.348230176974206e-05 0.0015606249499606325 0.00059091342103055177
leaf_weight=1033 83 24 37 45 74 30 20 22 20 74 41 61 116 35 21 261 128 363 45 23 129 21 29 209 26 20 66 25 20 20
leaf_count=1033 83 24 37 45 74 30 20 22 20 74 41 61 116 35 21 261 128 363 45 23 129 21 29 209 26 20 66 25 20 20
internal_value=0 0.00120583 0.002127 0.00215458 0.00163078 0.00101019 0.00216936 0.00113936 0.00128345 0.00152577 0.00205416 0.0022338 0.00208069 0.00198133 0.00221899 0.00216001 0.00114841 0.00211758 0.00186394 0.000606854 0.00218347 0.00211393 0.00194125 0.00204302 0.00108697 0.00177214 0.000793546 0.000483067 0.00184291 0.000303452
internal_weight=0 590 2531 2420 186 404 2375 306 216 111 852 1523 811 360 1462 451 174 429 66 98 431 302 112 325 154 41 90 75 42 45
internal_count=3121 590 2531 2420 186 404 2375 306 216 111 852 1523 811 360 1462 451 174 429 66 98 431 302 112 325 154 41 90 75 42 45
is_linear=0
shrinkage=0.00174112


Tree=2771
num_leaves=31
num_cat=0
split_feature=1 12 44 1 10 3 12 132 1375 484 123 10 130 0 40 133 11 43 16 15 51 50 0 4 16 50 3 43 13 13
split_gain=5.20448 1.19492 0.773966 0.763405 0.695801 0.572335 0.489756 0.429334 0.49827 0.76548 0.429064 0.44496 0.463078 0.400734 0.517142 0.373658 0.335266 0.619058 0.710321 0.364954 0.686471 0.324063 0.317515 0.356244 0.486206 0.456893 0.33449 1.24105 0.327235 0.313025
threshold=0.11690500000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 -0.005834999999999999 0.30112000000000005 0.099815000000000015 0.08696000000000001 -0.096099999999999977 -0.011244999999999998 0.10695000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.08867499999999999 -0.077714999999999992 0.087435000000000013 1.0000000180025095e-35 0.035560000000000008 -0.23935499999999996 0.040760000000000005 0.089685000000000001 0.13705000000000003 -0.13843999999999998 0.0061450000000000003 -0.12029499999999999 -0.13200999999999999 -0.11255999999999998 -0.14386499999999997 -0.07692499999999998 -0.084419999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 10 16 8 -5 -10 11 12 -6 -2 -15 -11 22 18 -18 20 -20 -8 -3 26 29 -26 27 -24 -27 -25
right_child=4 6 -4 7 5 -7 21 -9 9 15 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=0.0037957746845562108 0.001978835930968822 0.0018862674216727675 0.0057988268545702965 0.00012139533312581267 0.00067408153448028456 0.0007813024077389704 0.0035107647045108234 0.00037342893670460291 0.0059817156154297058 0.0028350102062047926 0.00065021115879529889 0.00089094171210981048 0.0033976560037656564 0.00080149146042515838 -0.0026183089146877706 0.0010908208325878987 0.0014364703737519975 0.0072951709676451282 0.0052029561384568284 0.006333775535891018 0.0016442197133525126 0.0013571572602995906 0.0052467801269854876 0.0034142244038679278 0.0039264186282551104 0.0027463354658454307 0.0041570775838111439 -0.00042847456817719646 0.0002899778558179332 0.0053490546750535866
leaf_weight=185 26 20 28 21 20 76 341 26 20 229 32 31 152 31 21 41 20 24 57 34 21 21 24 58 41 34 1399 20 28 40
leaf_count=185 26 20 28 21 20 76 341 26 20 229 32 31 152 31 21 41 20 24 57 34 21 21 24 58 41 34 1399 20 28 40
internal_value=0 0.00377439 0.00307349 0.0029273 0.00169419 0.00205058 0.00395107 0.00245055 0.00262419 0.00280543 0.00246107 0.00274652 0.00308096 0.000273224 -0.000579582 0.00257015 0.00406349 0.00480935 0.00435739 0.00487898 0.00424483 0.00338583 0.00399357 0.0040192 0.00335555 0.00254833 0.00411165 0.00266712 0.00163701 0.00420395
internal_weight=0 2732 550 522 389 311 2182 337 311 290 235 203 172 78 52 270 1820 156 132 112 78 362 1664 1644 201 103 1443 44 62 98
internal_count=3121 2732 550 522 389 311 2182 337 311 290 235 203 172 78 52 270 1820 156 132 112 78 362 1664 1644 201 103 1443 44 62 98
is_linear=0
shrinkage=0.0168261


Tree=2772
num_leaves=31
num_cat=0
split_feature=1 2 0 9 10 34 2 2 44 10 14 14 11 13 39 13 124 123 14 4 3 1429 48 2 3 0 4 0 49 133
split_gain=4.21563 0.976032 0.712392 0.598485 0.563599 0.489931 0.557769 0.476331 0.462306 0.456314 0.40659 0.402537 0.505219 0.391907 0.5729 0.391398 0.377939 0.359192 0.324686 0.546668 0.584137 0.321982 0.320864 0.377662 0.49174 0.295875 0.876452 0.450605 0.384759 0.721521
threshold=0.11690500000000002 0.10252500000000002 -0.13027499999999997 -1.0000000180025095e-35 -0.005834999999999999 -0.038779999999999995 0.121465 0.15361500000000003 1.0000000180025095e-35 0.094860000000000014 -1.0000000180025095e-35 0.062655000000000016 0.08740500000000001 -0.39067499999999994 0.093225000000000016 -0.14179999999999995 -0.083859999999999976 0.083805000000000004 -1.0000000180025095e-35 0.50996500000000011 0.14121000000000003 -0.092414999999999983 -0.065739999999999979 0.11215000000000001 0.11924500000000002 -0.11173999999999999 0.0033150000000000007 -0.15350499999999997 -0.007794999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 13 -6 9 15 11 -7 -3 12 16 -2 -15 -4 17 -5 19 20 -8 -18 -12 -24 -25 26 27 -23 -28 -30
right_child=4 2 7 8 5 6 18 -9 -10 -11 22 -13 -14 14 -16 -17 21 -19 -20 -21 -22 25 23 24 -26 -27 28 -29 29 -31
leaf_value=0.001461788107013678 0.0020248454646930062 0.0038232106238321852 0.0011117966164845461 0.0033637416007567976 -0.00059954790202907662 0.0032880289494108361 0.0051701742010461264 0.00063013105603672217 0.0057368294056663162 0.0010040770185394869 0.0029860649287552876 0.0044280854620152143 0.00081888601124003853 -0.0025431213452151795 0.00076951438348418083 0.0031975341749454524 0.0051729760616375233 0.00052988141655126359 0.00073025989303475934 0.00049790323107445206 0.001430387993598241 0.0022126282980839069 -8.9048227624115051e-05 0.003117398957264466 0.00035626188960069868 0.0034138455307747067 0.0022195763327771145 -0.00082121792460581613 0.0027643138893289937 0.0067886990484038196
leaf_weight=41 22 20 24 22 21 91 21 21 21 29 26 87 20 21 35 393 25 23 98 30 21 32 45 34 31 1776 26 20 24 21
leaf_count=41 22 20 24 22 21 91 21 21 21 29 26 87 20 21 35 393 25 23 98 30 21 32 45 34 31 1776 26 20 24 21
internal_value=0 0.00320103 0.00263245 0.00335899 0.00143683 0.00173908 0.00190842 0.00296015 0.00339609 0.00273607 0.00171237 0.00337241 0.00332623 0.000231719 -0.000472724 0.00307749 0.0033517 0.00191532 0.0013242 0.00213262 0.00330028 0.0033853 0.00140196 0.00102753 0.00180055 0.00336176 0.00260972 0.00104576 0.00375514 0.00464236
internal_weight=0 2732 594 2138 389 311 290 438 2097 120 156 2076 1989 78 56 417 1969 45 170 72 42 1924 136 110 65 1899 123 52 71 45
internal_count=3121 2732 594 2138 389 311 290 438 2097 120 156 2076 1989 78 56 417 1969 45 170 72 42 1924 136 110 65 1899 123 52 71 45
is_linear=0
shrinkage=0.0158556


Tree=2773
num_leaves=31
num_cat=0
split_feature=1 2 0 106 2 2 44 147 52 149 49 0 11 4 4 4 16 34 402 123 13 15 31 10 14 16 156 51 2 16
split_gain=3.41466 0.790586 0.577322 0.490792 0.472793 0.383796 0.355538 0.351191 0.561357 0.351097 0.403815 0.37524 0.454876 0.848032 0.570499 0.412232 0.458508 0.350577 0.429581 0.484343 0.440028 0.445419 0.404481 0.350326 0.335808 0.324261 0.311662 0.363968 0.296924 0.41904
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.25063000000000007 0.15361500000000003 1.0000000180025095e-35 0.089365000000000014 -0.066844999999999988 0.079000000000000015 -0.15302999999999997 -0.075934999999999989 0.079300000000000009 -0.17966999999999997 -0.085034999999999986 -0.080364999999999978 -0.079109999999999986 -0.038779999999999995 0.09388500000000001 0.12630500000000003 -0.14819499999999997 -0.097454999999999986 -0.081409999999999996 -0.40134499999999995 -1.0000000180025095e-35 0.18438500000000005 0.10339000000000002 0.14122000000000004 0.116525 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 6 17 -4 7 9 -9 10 -1 -12 13 25 -15 -16 -17 22 19 20 21 -19 -2 -6 -3 -13 27 28 -22 -30
right_child=4 2 5 -5 23 -7 -8 8 -10 -11 11 12 -14 14 15 16 -18 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00073289306836622878 0.0013734065942088871 0.0031788501488692186 0.0025529845332463497 0.0007525045856671158 0.0009917000375093295 0.00052392927359433406 0.0047607870070787827 0.0029817090296358475 -0.00031077749805751795 0.0044555927931727059 0.0029204465549167668 0.0048746555020015812 0.00031030614306003175 0.00022748064361150668 0.0039177749741202677 0.00018140826243150075 0.0023757321867408218 0.0018487635481840535 -0.00040422909001016505 -0.000472108401854994 0.0023696417063847931 -0.00046927283869665733 -0.0013750205317616883 -0.0015989587934798464 0.0011420487547889639 0.0030185280959159045 0.0037713176224306419 0.0036948306076092069 0.0018812267223704971 -0.00069708762262369196
leaf_weight=20 27 20 421 25 24 21 20 25 20 28 1629 36 21 30 32 23 183 46 22 20 71 29 20 21 132 46 26 24 38 21
leaf_count=20 27 20 421 25 24 21 20 25 20 28 1629 36 21 30 32 23 183 46 22 20 71 29 20 21 132 46 26 24 38 21
internal_value=0 0.00266153 0.00218878 0.00279287 0.00119467 0.00245658 0.00281701 0.00279844 0.00151838 0.00282656 0.00280398 0.00282469 0.00240426 0.0025299 0.00213106 0.00237101 0.00213073 0.00137937 0.00156539 0.00172296 0.00189512 0.000952456 0.000203863 -0.000217274 0.00141005 0.00383341 0.0022879 0.00203746 0.00173148 0.000963522
internal_weight=0 2732 594 2138 389 442 2113 2093 45 2048 2020 2000 371 350 268 238 206 344 297 275 255 75 47 45 152 82 180 154 130 59
internal_count=3121 2732 594 2138 389 442 2113 2093 45 2048 2020 2000 371 350 268 238 206 344 297 275 255 75 47 45 152 82 180 154 130 59
is_linear=0
shrinkage=0.0146482


Tree=2774
num_leaves=31
num_cat=0
split_feature=4 3 2 149 2 9 44 42 4 3 15 3 16 376 0 1208 157 48 1447 1447 1213 403 4 43 3 43 11 13 52 1
split_gain=2.83942 0.940536 0.789471 0.605622 0.478958 0.413064 0.496782 0.41795 0.422732 0.64455 0.927983 0.630858 0.47343 0.410999 0.461683 0.398006 0.372629 0.643146 0.360158 0.396289 0.352578 0.405107 0.367107 0.325442 0.30958 0.645321 0.301498 0.297325 0.293266 0.276238
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 0.25063000000000007 -1.0000000180025095e-35 0.081805000000000017 0.11387000000000001 -0.070499999999999993 0.092670000000000016 -0.016799999999999995 -0.14989499999999997 -0.50992999999999988 0.048375000000000008 -0.07384499999999998 0.099975000000000008 -0.082819999999999991 0.093265000000000015 -0.086059999999999984 -0.085024999999999989 0.060985000000000004 -0.037174999999999993 -0.085964999999999986 -0.23229999999999998 -0.092174999999999993 -0.092909999999999979 0.096500000000000016 0.0061450000000000003 -0.010739999999999998 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 29 -1 7 8 16 11 -11 -10 -13 23 -15 -9 -7 18 -18 -20 26 22 -22 28 25 -25 -21 -27 -14 -2
right_child=3 -3 -4 -5 -6 6 -8 15 9 10 -12 12 13 14 -16 -17 17 -19 19 20 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0010460604777113808 0.0013380380579066501 0.00072592888266167534 -0.00025334112363773609 0.0028820632718846817 -0.0012001833070532644 0.0037798372585666645 0.003904966284949411 0.0013833491202168728 0.00014387545572632171 0.002220844886792619 -0.0012216860984279431 0.0037937878866350309 0.0044630135033930079 0.002026999939661277 -0.00056396711107223536 0.0029606928851030113 0.0040173911840857175 0.00028987689754927823 0.00065329701734893669 0.0024937000444127796 0.0042584992818646287 0.0045579995095507177 0.0024031554022949848 0.002499867282366861 0.0023417840116095419 -0.00093514033289357652 0.00077535970715581089 0.0014164740496675503 0.0024536561238045155 0.00050281266046560565
leaf_weight=48 147 75 23 28 22 47 38 154 26 37 25 40 25 38 20 38 32 24 21 714 26 32 93 55 1046 21 20 20 31 155
leaf_count=48 147 75 23 28 22 47 38 154 26 37 25 40 25 38 20 38 32 24 21 714 26 32 93 55 1046 21 20 20 31 155
internal_value=0 0.0022506 0.00229305 0.000934435 0.000766122 0.00231498 0.0023382 0.00231517 0.00236488 0.00220823 0.000832728 0.00227274 0.00231545 0.00226837 0.00113356 0.00169553 0.00257975 0.00252111 0.0025782 0.00252737 0.00257184 0.00317927 0.00280852 0.00232331 0.00227293 0.00152275 0.00244688 0.000211989 0.00335069 0.000909363
internal_weight=0 2769 2694 352 324 2671 2623 2585 2393 1384 62 1322 1296 1256 58 192 1009 962 938 906 885 151 119 1198 1142 96 734 41 56 302
internal_count=3121 2769 2694 352 324 2671 2623 2585 2393 1384 62 1322 1296 1256 58 192 1009 962 938 906 885 151 119 1198 1142 96 734 41 56 302
is_linear=0
shrinkage=0.0138033


Tree=2775
num_leaves=31
num_cat=0
split_feature=4 3 2 149 2 457 106 44 39 13 0 4 12 13 0 2 160 1 13 159 2 1 3 3 49 13 16 43 133 43
split_gain=2.29993 0.761834 0.639471 0.490554 0.387956 0.358918 0.351039 0.374823 0.397105 0.611847 0.317042 0.300651 0.460889 0.603998 0.389545 0.535026 0.330841 0.724712 0.304955 0.287543 0.284635 0.56318 0.787257 1.1938 0.548405 0.393344 0.342503 0.437188 0.412015 0.673722
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 0.25063000000000007 0.31508000000000008 0.085655000000000009 0.081805000000000017 0.10076500000000001 0.27266500000000005 -0.064754999999999993 -0.49405499999999997 0.09320500000000001 0.086705000000000018 -0.066689999999999985 -0.0091949999999999983 -1.0000000180025095e-35 0.085605000000000014 0.10935500000000002 -0.06482499999999998 0.087625000000000022 0.079415000000000013 -0.020429999999999997 -0.12711499999999995 -0.054319999999999993 -0.10278499999999999 -0.085589999999999986 -0.08287499999999999 0.0068000000000000014 -0.022084999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 8 9 11 -10 12 -1 -14 20 -16 17 19 -18 -17 26 25 23 -23 -24 -22 28 -28 -13 -30
right_child=3 -3 -4 -5 -6 -7 -8 -9 10 -11 -12 14 13 -15 15 16 18 -19 -20 -21 21 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0037263655505814001 0.00092168115172943862 0.00073576244214659846 -0.00025677282916944616 0.0029211042137700558 -0.0012164412300553697 0.00049250770255986466 0.00071939751769679167 0.003936812614988224 0.0020296576140103563 0.0048090370396392254 -0.00039445501719046931 0.0032234234385588065 -0.0002230159176135455 0.003313927764087956 -0.00051658707697239807 0.0012486939888679601 0.0024651464122086571 0.0031958462191343413 0.00057928987661632324 -0.0012186767576671689 0.0040514742034677724 0.0020177495306246971 0.003305213426105309 -0.003108539597927615 0.00094191117596687966 0.002291845784639385 0.0029386236679750473 0.0021316640556276962 0.002960393817210073 -0.00035888605912814942
leaf_weight=90 302 75 23 28 22 25 31 37 32 25 22 289 20 28 22 21 209 25 23 25 32 23 46 21 49 754 236 519 45 22
leaf_count=90 302 75 23 28 22 25 31 37 32 25 22 289 20 28 22 21 209 25 23 25 32 23 46 21 49 754 236 519 45 22
internal_value=0 0.00228109 0.00232411 0.000947094 0.0007765 0.00234634 0.00236385 0.00238335 0.00236105 0.00238927 0.00104206 0.00236506 0.00307031 0.0018402 0.00232384 0.00182408 0.00199403 0.00106552 0.00227819 -9.22684e-05 0.00240362 0.00220219 0.00129009 -0.000428888 0.00208625 0.00236348 0.00257132 0.00238391 0.0029688 0.00187048
internal_weight=0 2769 2694 352 324 2671 2646 2615 2578 2524 54 2499 138 48 2361 325 303 71 232 46 2036 925 139 44 95 786 1111 755 356 67
internal_count=3121 2769 2694 352 324 2671 2646 2615 2578 2524 54 2499 138 48 2361 325 303 71 232 46 2036 925 139 44 95 786 1111 755 356 67
is_linear=0
shrinkage=0.0155448


Tree=2776
num_leaves=31
num_cat=0
split_feature=1 2 11 2 40 150 16 1 11 13 400 4 15 3 484 133 160 0 133 16 52 1 43 43 13 4 0 474 156 1429
split_gain=1.87029 0.535004 0.600621 0.408948 0.384007 0.44423 0.429664 0.493986 0.350615 0.296344 0.280579 0.27868 0.29921 0.34213 0.270178 0.283071 0.543958 0.461434 0.393531 0.288302 0.463513 0.337156 0.292996 0.414054 0.475111 0.419231 0.265546 0.259487 0.262191 0.338732
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 -0.0091949999999999983 0.051255000000000002 1.0000000180025095e-35 -0.061854999999999993 0.098420000000000021 0.085155000000000022 -0.23438999999999996 1.0000000180025095e-35 0.40945500000000007 -0.41396999999999995 0.32202000000000003 0.10948000000000001 0.091580000000000009 0.066685000000000008 -0.080499999999999988 0.09635500000000001 0.38525000000000004 -0.067494999999999986 0.08864000000000001 -0.081289999999999987 -0.04890499999999999 0.054800000000000008 -0.064054999999999987 -0.07384499999999998 -0.10160499999999999 0.088305000000000008 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 5 9 7 -7 -4 -3 27 -2 -13 -14 15 16 19 -17 -19 20 21 -11 -22 -24 25 -25 -1 -5 -29 -30
right_child=11 4 8 10 -6 6 -8 -9 -10 14 -12 12 13 -15 -16 17 -18 18 -20 -21 22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0020344076268112329 0.0011525723062409592 0.00045587788788210772 0.0045037374338598316 0.0033710265900518989 -0.00032357852926603848 0.0032281905369224754 -0.00048686268234503249 0.00076037931066709897 0.0023876065541474046 0.0012702353563622552 0.0030060621128144556 0.000712035042670004 0.00040624631122883814 -0.0018909225699258465 0.0029946836567708067 -0.00028354956706022854 0.0030496397710951641 -9.8391335688041597e-06 0.0020179763508204884 0.0022468470771796838 0.0026976580004488705 -0.0011246738062020843 -0.0003806347639159409 0.0036247429870831585 -9.5068056368832011e-05 0.0016321174554648757 0.00040710192281562469 0.0019447654628658168 0.0017278830926090131 0.00019007234733018505
leaf_weight=29 156 34 26 23 21 20 35 68 35 24 46 127 30 21 33 32 65 23 88 119 44 21 21 25 24 103 56 1631 104 37
leaf_count=29 156 34 26 23 21 20 35 68 35 24 46 127 30 21 33 32 65 23 88 119 44 21 21 25 24 103 56 1631 104 37
internal_value=0 0.00181973 0.00194108 0.00189837 0.00151832 0.00156798 0.000806743 0.00132125 0.00328956 0.00171071 0.00194158 0.00072667 0.000353407 -0.000539647 0.0017793 0.0017112 0.00188255 0.0011768 0.0015978 0.00168344 0.00142754 0.000152611 0.00169193 0.00143614 0.00168714 0.0020213 0.0009623 0.00191431 0.0018954 0.00132434
internal_weight=0 2787 1987 1926 800 779 123 88 61 656 1841 334 178 51 622 589 446 143 111 381 262 45 217 173 152 128 85 1795 1772 141
internal_count=3121 2787 1987 1926 800 779 123 88 61 656 1841 334 178 51 622 589 446 143 111 381 262 45 217 173 152 128 85 1795 1772 141
is_linear=0
shrinkage=0.0138033


Tree=2777
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 39 40 14 150 13 10 0 13 0 0 4 1375 160 52 16 483 393 12 52 11 483 3 157 475 484
split_gain=1.51983 0.538879 0.470923 0.346534 0.453391 0.325164 0.360396 0.301121 0.331665 0.427623 1.02804 0.450789 0.370504 0.503564 0.311669 0.481098 0.293936 0.245339 0.241769 0.277408 0.467784 0.395886 0.33383 0.628342 0.431546 0.49224 0.408929 0.406431 0.38966 0.395078
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10620500000000001 -1.0000000180025095e-35 -0.08440499999999998 -0.47013499999999991 0.12068000000000002 -0.15714499999999998 -1.0000000180025095e-35 -0.12333499999999999 1.0000000180025095e-35 -0.036484999999999997 -0.084674999999999986 0.42642000000000008 -0.24191999999999997 0.083670000000000008 -0.56176499999999996 -0.071854999999999988 0.083960000000000021 0.084845000000000018 0.09320500000000001 0.5140450000000002 0.078065000000000009 -0.095084999999999989 0.0051600000000000005 -0.0091799999999999989 -0.088274999999999978 -0.091199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 17 -2 9 11 -11 -9 13 14 15 -12 -8 -7 -18 20 -20 22 23 24 25 27 28 -21 -27 -30
right_child=3 -3 -4 4 -6 6 16 8 -10 10 12 -13 -14 -15 -16 -17 18 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0039116912598094675 0.0021669578727274001 0.00059848084859271593 -0.0003621285840342883 0.0025670314328941793 7.1427977446958841e-05 -0.00048553619357224114 0.00052986873366504047 0.00016669650323589344 0.0022554758050737835 -0.0039499009689376915 -0.00057499941382446805 0.0034234339777553932 -0.0012981015638970663 0.0030285791826769578 -0.0017583787151146406 0.002438066869473756 0.0031309268045200912 0.0017291789572118396 0.0022189603306776613 0.0056633786509842155 0.0036783926154321479 -0.00033954732197288021 0.0015994003591478217 -0.0006261558802496235 0.0040876250563819305 0.00011783047312751948 0.002954913015827898 0.002666918585821125 0.00026058725958124816 0.0020901376253518451
leaf_weight=29 30 74 23 65 32 26 34 31 24 20 37 21 36 22 20 27 70 34 1036 20 69 22 448 23 36 35 124 40 37 576
leaf_count=29 30 74 23 65 32 26 34 31 24 20 37 21 36 22 20 27 70 34 1036 20 69 22 448 23 36 35 124 40 37 576
internal_value=0 0.00204327 0.00208313 0.000864731 0.00174374 0.00210428 0.00208435 0.000546583 0.000342334 0.000127776 -0.000306887 0.00148192 0.000206214 0.000717113 0.000111729 0.000696138 0.00211505 0.000769469 0.00213631 0.00210807 0.00231009 0.00194405 0.00198157 0.00217373 0.00224792 0.00216832 0.00205194 0.00366574 0.00187914 0.00197971
internal_weight=0 2756 2682 365 97 2659 2630 268 238 214 162 52 142 106 84 64 2570 60 2536 2466 1105 1361 1339 891 868 832 772 60 648 613
internal_count=3121 2756 2682 365 97 2659 2630 268 238 214 162 52 142 106 84 64 2570 60 2536 2466 1105 1361 1339 891 868 832 772 60 648 613
is_linear=0
shrinkage=0.0171627


Tree=2778
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 3 16 4 2 34 47 15 52 2 3 156 12 14 13 0 3 2 2 16 3 42
split_gain=102.275 13.4238 10.9501 7.2599 5.95956 4.91363 4.08168 3.73622 3.24787 3.01362 2.75244 2.6417 2.15019 2.29554 1.95422 1.84471 1.72217 2.02298 2.06781 1.46771 1.45729 1.42915 1.2718 1.15352 1.11906 1.04929 1.47038 1.00549 1.45341 1.19943
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 0.085505000000000012 -0.17966999999999997 -0.0070899999999999991 -0.11171999999999999 -0.061854999999999993 0.033845000000000007 0.13754500000000003 -1.0000000180025095e-35 0.077555000000000013 0.13592500000000005 1.0000000180025095e-35 0.10402500000000002 -0.0049599999999999991 0.092190000000000008 0.10016000000000001 0.076175000000000007 -1.0000000180025095e-35 -0.11437499999999999 0.092670000000000016 0.10981000000000002 -1.0000000180025095e-35 0.013515000000000001 -0.20241999999999996 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 21 12 -6 -5 -1 -8 15 13 -3 19 27 17 18 -9 24 -10 23 -15 -4 -11 26 -2 -7 -29 -30
right_child=1 6 5 8 7 11 10 16 20 14 -12 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0010770180934368651 0.00091485307312398796 0.00037224057128361219 0.0015070365221194482 0.0018291062874797512 0.0017780101454758703 0.0017373814520092248 0.00067956123002293155 0.00097415003634221484 0.0014979158771514286 0.0016327070832318283 0.0013047587826857602 0.001454804428397044 0.00035931268611155172 0.00068652861393143959 0.0020617523643926819 0.0012169820936445968 0.001539102593540829 0.00079964495427548542 0.0015122573403047045 0.0020273547601397405 0.0010217419653121937 0.0020946163958069771 0.0011354859983260762 0.0018038054770952115 0.0012926151212713937 0.00086391777941502857 0.0014883806755184882 0.0018757426534016023 0.0013769624163630235 0.0016504243402359117
leaf_weight=26 31 40 38 46 28 542 41 45 36 120 38 171 102 43 32 23 23 56 36 21 36 46 30 1057 35 126 21 45 75 112
leaf_count=26 31 40 38 46 28 542 41 45 36 120 38 171 102 43 32 23 23 56 36 21 36 46 30 1057 35 126 21 45 75 112
internal_value=0 0.000908279 0.001682 0.00115985 0.00143593 0.00173124 0.000654992 0.00121405 0.00148175 0.00161419 0.000980289 0.00164354 0.000535464 0.000694468 0.00168133 0.00168404 0.00111536 0.00104422 0.00121331 0.00161216 0.00125983 0.00180565 0.000871032 0.00179351 0.00155591 0.000946461 0.00114647 0.00169792 0.00160572 0.00154075
internal_weight=0 590 2531 296 422 2109 294 188 118 234 79 968 215 113 208 797 160 137 81 176 72 1141 73 1095 155 178 52 774 232 187
internal_count=3121 590 2531 296 422 2109 294 188 118 234 79 968 215 113 208 797 160 137 81 176 72 1141 73 1095 155 178 52 774 232 187
is_linear=0
shrinkage=0.00167351


Tree=2779
num_leaves=31
num_cat=0
split_feature=1 2 40 13 150 151 42 11 41 2 2 13 0 10 2 12 1 10 4 4 403 12 0 1 12 43 158 157 151 1456
split_gain=1.64707 0.475952 0.345029 0.360357 0.352191 0.394737 0.333834 0.330735 0.447276 0.333514 0.317126 0.289902 0.260367 0.260056 0.400196 0.352812 0.48525 0.345106 0.270691 0.263396 0.25556 0.255538 0.631632 0.612 0.526897 0.54626 0.466631 0.409752 0.435574 0.419113
threshold=0.12000500000000001 0.10005000000000001 0.051255000000000002 -0.08971999999999998 1.0000000180025095e-35 -0.088534999999999989 0.097315000000000026 0.079915000000000014 0.083975000000000008 -0.0091949999999999983 0.11389000000000002 -0.086254999999999984 0.13134000000000004 1.0000000180025095e-35 0.116525 -0.42850999999999995 0.15799000000000005 -1.0000000180025095e-35 -0.059649999999999988 0.066685000000000008 0.092070000000000013 0.08598500000000002 -0.064339999999999994 0.097290000000000015 0.085885000000000017 -0.11720999999999999 0.112085 -0.092234999999999998 -0.044604999999999992 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 11 -6 -3 9 -9 -1 -7 -5 21 14 17 -16 18 -2 -17 -20 -13 24 -23 -24 25 -11 27 -27 -29 -30
right_child=13 2 -4 4 5 10 -8 8 -10 12 -12 20 -14 -15 15 16 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0010456875578599258 0.0004865909280708461 0.00036805152274309197 -0.00047396818124468204 0.0037882334862236011 0.0027793718049533415 -0.00077834710718703559 0.0024103387580804835 0.0038284005354233814 0.0010595068084131227 0.0039511227963706366 0.0015087264452647488 0.001796410851645351 0.0037755814144843696 -0.0003633808904550444 0.0025215602397088126 0.0021462722790811318 -0.0020259742844196496 0.0025052796602609518 -0.0010810532871043915 0.00067484337832755109 0.003476696503809845 0.001970966112349619 -0.0020143585157747471 0.0017780498578445364 0.0045911881750858559 0.0038123263984456432 0.0044667120664452437 0.0026443587855969446 0.0015417493779803211 0.0038386292520236637
leaf_weight=85 33 89 20 21 20 35 26 55 20 42 27 439 22 45 20 24 20 60 27 105 24 1165 20 23 24 30 20 151 408 21
leaf_count=85 33 89 20 21 20 35 26 55 20 42 27 439 22 45 20 24 20 60 27 105 24 1165 20 23 24 30 20 151 408 21
internal_value=0 0.0019361 0.00157867 0.00163895 0.00180335 0.00084245 0.000829786 0.00205622 0.00309003 0.00201766 0.000217637 0.00196615 0.00206056 0.000757828 0.000932411 0.000525981 0.000299211 0.00178897 0.000597312 0.000315683 0.00188351 0.00204074 0.00190131 1.4139e-05 0.00228273 0.00220029 0.00208357 0.00200543 0.00191197 0.00165418
internal_weight=0 2787 701 681 566 82 115 2086 75 2011 62 484 1926 334 289 196 176 93 156 132 463 1904 1208 43 696 672 630 610 580 429
internal_count=3121 2787 701 681 566 82 115 2086 75 2011 62 484 1926 334 289 196 176 93 156 132 463 1904 1208 43 696 672 630 610 580 429
is_linear=0
shrinkage=0.0158556


Tree=2780
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 4 12 47 2 0 12 4 457 47 43 2 1 12 1 3 12 15 52 4 15 13 16 43 16
split_gain=99.1461 11.6652 11.1581 8.60326 5.84321 4.02013 3.91866 3.80031 3.32308 2.53873 2.49713 3.57918 2.48063 2.30816 1.26271 1.24338 1.57383 1.24302 1.17974 1.19204 1.16806 1.03171 1.01611 1.24646 0.943976 0.929645 1.04584 1.45138 0.83654 0.845892
threshold=0.10752500000000002 0.13471500000000003 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.40124500000000002 -1.0000000180025095e-35 0.13082500000000002 0.13404500000000005 -0.14832499999999996 1.0000000180025095e-35 0.033845000000000007 0.094310000000000019 0.077555000000000013 -0.025214999999999998 0.11177500000000001 0.16540500000000002 0.088245000000000004 0.089875000000000024 0.10732000000000001 0.093965000000000007 -0.040804999999999994 -0.085984999999999992 0.053180000000000012 -0.020484999999999996 -0.0075049999999999987 -0.50690499999999983 -0.080554999999999974 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 9 10 21 28 17 14 -1 -12 18 24 20 -2 -17 -3 19 -13 22 -5 23 -4 -9 26 -18 -28 29 -6
right_child=1 8 4 6 7 -7 -8 13 -10 -11 11 12 -14 -15 -16 16 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021851819894059044 0.00082014680540837769 0.00060212762933610454 0.0018789517326702129 0.0019807248949974205 0.0014459671898797068 0.0011243698873398839 0.00099869909785496548 0.001800003948631515 0.0011824051673181184 0.0012731954793272231 0.0012433390225672167 0.0019243546053575537 0.0016554179851160946 0.0010258269407781534 0.0020561631104681006 0.0014143429972619671 0.00083353194624995013 0.00015856996405281138 0.0018190363944549442 0.0015519694498480673 0.0013057132964927934 0.0015708471697578478 0.0018440152491756726 0.0014967377420712672 0.0013799440485275565 0.00063043374819806049 0.00085479513192997757 0.0014644771528283692 0.00081227217029348109 0.0010105448452446808
leaf_weight=62 109 148 38 24 21 24 36 55 29 40 31 748 198 21 34 31 39 22 914 27 21 83 124 81 23 20 20 29 31 38
leaf_count=62 109 148 38 24 21 24 36 55 29 40 31 748 198 21 34 31 39 22 914 27 21 83 124 81 23 20 20 29 31 38
internal_value=0 0.000980825 0.0017734 0.00115548 0.00154797 0.00183269 0.0014956 0.00130279 0.000637654 0.00168506 0.00184127 0.00183015 0.00183979 0.00153819 0.00174035 0.000959366 0.00106854 0.000544726 0.00186141 0.00191138 0.00169967 0.00166278 0.00173372 0.00161879 0.00167614 0.000969279 0.00104629 0.00121563 0.00104385 0.00116553
internal_weight=0 590 2531 391 527 2004 143 189 199 338 1980 1918 1887 99 298 248 139 170 1689 775 264 107 243 119 78 108 88 49 90 59
internal_count=3121 590 2531 391 527 2004 143 189 199 338 1980 1918 1887 99 298 248 139 170 1689 775 264 107 243 119 78 108 88 49 90 59
is_linear=0
shrinkage=0.00174112


Tree=2781
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 4 2 14 15 47 47 0 14 1 16 0 49 3 15 157 43 2 3 16 3 4
split_gain=148.161 17.072 15.7384 13.8669 8.8468 6.6132 5.95131 5.58101 4.97376 3.3088 3.00446 2.54064 2.34763 2.03561 1.88675 1.75341 1.71431 1.69489 1.44711 1.44354 1.36608 1.42134 1.27947 1.21485 1.20662 2.53182 1.06914 1.02355 1.09345 1.18911
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.40124500000000002 0.090455000000000021 -0.16363499999999997 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 0.091680000000000011 0.077555000000000013 -0.11173999999999999 0.062655000000000016 0.16540500000000002 -0.013024999999999998 -0.097734999999999989 -0.063424999999999981 -0.013929999999999998 -0.095244999999999982 -0.077809999999999976 -0.025214999999999998 0.11177500000000001 -0.13309499999999996 -0.073404999999999984 -0.20241999999999996 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 17 -5 11 -6 12 14 15 19 20 16 22 18 -3 -1 -9 21 -10 -4 -20 -2 -26 -11 -21 -29 -30
right_child=1 5 7 6 8 -7 -8 9 13 26 -12 -13 -14 -15 -16 -17 -18 -19 23 27 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0013909806992044339 0.00056646103594539345 0.00029508037328445676 0.0018410420357064204 0.0016163902910315245 0.0017577628119116995 0.0010312270128514486 0.00076775385015573133 0.0021033808419270096 0.00076669132840180467 0.0010719462886416872 0.0010152157929503324 0.002251831331749778 0.0011707854234571176 0.0013942934830095024 0.0020737557098208354 0.0018495472048231073 0.0021011115685898659 -0.0002186810252498193 0.0013628244939491534 0.0018020946507198037 0.00073410457564208344 0.0013305245313693533 0.0012882360077344315 0.0018493965843798172 0.0012950778490120329 0.00069225689323810515 0.0015006727995136742 0.0019248640905351077 0.0013271300707556643 0.0016676099304147023
leaf_weight=78 100 169 22 104 31 38 33 31 23 20 22 46 23 31 33 1065 20 22 21 280 70 33 30 60 27 97 149 45 34 364
leaf_count=78 100 169 22 104 31 38 33 31 23 20 22 46 23 31 33 1065 20 22 21 280 70 33 30 60 27 97 149 45 34 364
internal_value=0 0.00073974 0.00170862 0.00097563 0.00140169 0.000367879 0.00141197 0.00177004 0.00112044 0.00167073 0.00162765 0.00185082 0.00171875 0.000994596 0.00169121 0.0018343 0.00162068 0.000235904 0.00156025 0.00173547 0.000896258 0.00109895 0.00152212 0.00172325 0.000708759 0.000823516 0.00144994 0.00171969 0.00166761 0.00163852
internal_weight=0 590 2531 361 422 229 137 2109 188 946 234 1163 777 157 212 1117 179 191 159 754 126 56 52 81 224 124 169 723 443 398
internal_count=3121 590 2531 361 422 229 137 2109 188 946 234 1163 777 157 212 1117 179 191 159 754 126 56 52 81 224 124 169 723 443 398
is_linear=0
shrinkage=0.00174112


Tree=2782
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 403 43 3 9 4 3 12 49 47 376 12 43 48 1 42 1208 16 16 16 149 1446 474 2 157 42
split_gain=2.16189 0.66063 0.529422 0.571123 0.538438 0.398183 0.329157 0.417084 0.311306 0.301047 0.295714 0.413994 0.293064 0.256263 0.267074 0.338701 0.28332 0.360603 0.258336 0.255224 0.393326 0.287056 0.253561 0.253001 0.403096 0.606192 0.382828 0.423448 0.404872 0.37923
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 0.085340000000000013 -0.011694999999999999 0.12178000000000001 0.081890000000000004 0.053180000000000012 0.30112000000000005 -0.42850999999999995 -0.026779999999999995 0.078345000000000012 0.084545000000000009 -0.096104999999999982 -0.09225499999999999 0.086260000000000017 0.10389500000000002 0.11387000000000001 0.099975000000000008 -0.080344999999999986 -0.39185999999999993 -0.0073349999999999986 0.078320000000000015 0.087090000000000015 0.085500000000000007 0.086825000000000013 -0.07928499999999998 0.10705500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 13 -8 9 19 22 -12 -9 14 15 -5 -17 -18 -16 23 21 -21 -2 29 25 26 -25 -28 -29 -3
right_child=10 8 -4 4 -6 -7 7 12 -10 -11 11 -13 -14 -15 18 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.00062201524280680034 0.00051599376314666757 0.0025857308643643341 -0.00053299846009947937 -0.0013102650668433628 0.004250770631840808 0.0038134607737570227 0.0023684626943440133 0.0023150566822692942 0.0040191286759220088 0.0018642929419813404 0.0015452210359250588 -0.00068187444891814849 -5.4226036580746758e-05 0.0028285502435178105 0.0032092973746225628 0.002318937800302197 -0.00060524747264434451 0.0019965381742672759 0.00069606650072811258 -0.00030748057048104999 0.0033561465218975377 0.0017406695399906213 0.0015986040300599736 0.0020124675114197108 0.0044674491917418308 -0.00033064926469645326 0.0017166291373124085 0.0053048586755083506 0.0028844274925237954 0.0047788338100374899
leaf_weight=23 92 1149 25 21 26 26 247 22 30 279 34 61 36 22 23 28 38 22 20 22 33 96 147 413 20 25 41 28 51 21
leaf_count=23 92 1149 25 21 26 26 247 22 30 279 34 61 36 22 23 28 38 22 20 22 33 96 147 413 20 25 41 28 51 21
internal_value=0 0.00225538 0.00176914 0.00187302 0.0019811 0.00186424 0.00175844 0.00207865 0.00238289 0.00236035 0.000878471 0.000115191 0.000844467 0.00119714 0.000961015 0.000535221 0.000975622 0.000348741 0.00204035 0.00243323 0.00179531 0.00135881 0.00118187 0.00248834 0.00221151 0.00213066 0.0022461 0.0030502 0.0037423 0.00262509
internal_weight=0 2787 579 554 531 505 479 305 2208 2178 334 95 58 174 152 109 88 60 43 1899 151 118 239 1748 578 558 533 120 79 1170
internal_count=3121 2787 579 554 531 505 479 305 2208 2178 334 95 58 174 152 109 88 60 43 1899 151 118 239 1748 578 558 533 120 79 1170
is_linear=0
shrinkage=0.0161728


Tree=2783
num_leaves=31
num_cat=0
split_feature=4 2 3 149 48 0 48 1 15 12 14 106 44 48 1447 455 39 4 3 48 1 2 39 15 0 3 11 2 3 1204
split_gain=1.76081 0.557109 0.463002 0.411519 0.313571 0.349523 0.512079 0.371953 0.368514 0.36416 0.300364 0.296659 0.333208 0.294755 0.607455 0.401807 0.382251 0.328735 0.65286 0.367278 0.337277 1.04851 0.592969 0.374323 0.373009 0.331699 0.316691 0.274499 0.281056 0.282698
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.077335000000000015 -0.074214999999999989 -0.10474999999999998 0.12118000000000002 0.15471500000000002 -0.44764999999999994 -0.064509999999999984 -0.47071999999999997 0.085655000000000009 0.081805000000000017 0.092680000000000026 -0.01299 0.092985000000000012 0.092310000000000017 -0.082249999999999976 0.10542000000000001 0.078735000000000013 0.085760000000000017 0.086100000000000024 0.084020000000000011 -0.092919999999999989 -0.15202999999999997 -0.088784999999999989 0.097680000000000017 0.11018500000000002 -0.16726499999999997 -0.086904999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -2 6 8 10 9 -6 -7 12 13 15 -15 17 -16 19 20 26 24 25 23 -23 -19 -22 27 28 -1 -30
right_child=3 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0035549171952328823 -0.00069185581009812509 -5.3525729621908294e-05 0.0006968010770348435 0.0026130321056271359 -0.00024674028041345733 0.0021337469816263667 -0.00053164451221560539 -0.0013693340219512898 0.0031525741700785515 0.0026123049010905071 0.00033269359695868448 0.00050913540771488862 0.0035633733987675107 -0.001122098335158233 0.0019943608903448744 0.0043405077485416726 -4.8724327780688215e-05 0.0038469030356525196 -0.00074779674350836458 0.0042305168249754197 0.00038983418559674569 -0.0023806686249076259 0.00220209248580178 0.00019516812610133018 0.0021098653944462563 0.0020881779012044068 0.00048128889447429554 0.00092296397414373297 0.00058414690143532061 0.00242031100459698
leaf_weight=53 39 33 65 29 24 29 24 26 42 21 118 31 37 20 201 20 26 32 22 26 31 23 23 37 1080 429 23 31 22 504
leaf_count=53 39 33 65 29 24 29 24 26 42 21 118 31 37 20 201 20 26 32 22 26 31 23 23 37 1080 429 23 31 22 504
internal_value=0 0.0019943 0.002019 0.000803735 0.00064129 0.000824363 0.00151879 0.000378808 0.00208442 0.00108748 0.000688003 0.00205118 0.00206929 0.00204805 0.00152695 0.00210268 0.00176035 0.00208352 0.00196561 0.00238357 0.00200168 0.00167777 3.75177e-05 -0.000792236 0.00215985 0.00197372 0.00230771 0.00237657 0.0024544 0.00234351
internal_weight=0 2769 2736 352 323 284 111 173 87 45 147 2671 2640 2603 247 2356 227 2336 1677 659 1655 543 83 60 1112 460 633 610 579 526
internal_count=3121 2769 2736 352 323 284 111 173 87 45 147 2671 2640 2603 247 2356 227 2336 1677 659 1655 543 83 60 1112 460 633 610 579 526
is_linear=0
shrinkage=0.0158556


Tree=2784
num_leaves=31
num_cat=0
split_feature=4 2 3 149 121 12 1375 151 12 12 43 1209 52 132 1 158 3 2 0 13 1446 475 42 2 4 1 0 484 15 160
split_gain=1.42626 0.451258 0.375032 0.33333 0.273998 0.302282 0.269817 0.54377 0.274051 0.410377 0.374379 0.385992 0.386492 0.410209 0.355782 0.345576 0.292858 0.265611 0.263299 0.667603 0.261796 0.304184 0.609056 0.370732 0.457636 0.578332 0.510045 0.413423 0.476508 0.383674
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.077335000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16449999999999998 -0.044604999999999992 0.08598500000000002 0.085885000000000017 -0.11720999999999999 0.086665000000000006 0.2800700000000001 0.082150000000000015 0.10557500000000002 0.11186000000000001 0.10299500000000002 0.25063000000000007 -0.019414999999999998 -0.0087749999999999981 0.087090000000000015 -0.085684999999999997 0.083865000000000009 0.084055000000000005 -0.14723499999999998 0.084525000000000003 -0.089604999999999976 -0.081614999999999979 0.084655000000000022 0.0030550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 17 -1 18 7 -7 9 10 -8 12 13 14 15 16 20 -2 -6 -20 21 22 -12 27 -25 26 -26 -23 -29 -28
right_child=3 -3 -4 -5 5 6 8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 24 25 -27 29 28 -30 -31
leaf_value=0.0036949509027336272 0.00070008428918246325 -4.8173079022547621e-05 0.00062712096180032981 0.0023517288888012925 0.0015398891702050714 0.0023018086914595617 0.0034608905631267547 -0.0012729505089307906 0.0017942984538284682 0.0042030549368085425 0.0046262735207864151 0.00010263491118278845 0.00037712284341236585 4.1648280331744551e-05 0.0038460901403220798 0.0041949485751758926 0.00032190184299638329 -0.0011046508181245958 0.0020920192031722972 -0.0018603414124190793 0.00066316319961918905 0.0011873635283872518 0.0012595702944444324 0.0033690559040328149 0.0028315265013768905 -0.00027813333450219359 0.00081644001402620314 0.002651354731875704 0.0052014833418329897 0.0031211835447687354
leaf_weight=20 301 33 65 29 184 23 47 20 1660 24 35 26 32 22 33 20 23 22 22 21 28 30 22 39 81 38 104 70 25 22
leaf_count=20 301 33 65 29 184 23 47 20 1660 24 35 26 32 22 33 20 23 22 22 21 28 30 22 39 81 38 104 70 25 22
internal_value=0 0.00179487 0.0018171 0.000723361 0.00184606 0.00183211 0.00188393 0.00063913 0.00190641 0.00216452 0.00209432 0.00199551 0.00207438 0.00216612 0.00224812 0.00214992 0.00207081 0.000577161 0.00127884 0.000161797 0.00215224 0.00224171 0.00332684 0.00209048 0.00177378 0.00151984 0.0018499 0.00281002 0.00332244 0.00121886
internal_weight=0 2769 2736 352 2671 2651 2424 43 2381 721 697 650 624 592 570 537 517 323 227 43 494 466 57 409 284 245 207 125 95 126
internal_count=3121 2769 2736 352 2671 2651 2424 43 2381 721 697 650 624 592 570 537 517 323 227 43 494 466 57 409 284 245 207 125 95 126
is_linear=0
shrinkage=0.0158556


Tree=2785
num_leaves=31
num_cat=0
split_feature=1 2 11 456 11 2 13 484 4 1447 48 51 50 16 16 474 3 51 15 0 0 15 42 0 0 13 16 1 483 1429
split_gain=1.2245 0.368374 0.387266 0.298041 0.285359 0.276434 0.264093 0.342894 0.288704 0.272812 0.269261 0.321348 0.489431 0.313563 0.414078 0.523243 0.690842 0.393615 0.359846 0.533342 0.279112 0.26388 0.292197 0.298023 0.309386 0.293911 0.272226 0.234851 0.233043 0.230681
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 0.092050000000000007 0.085155000000000022 -0.0091949999999999983 0.10935500000000002 0.12418000000000001 -0.0083799999999999986 -0.074869999999999978 0.13438000000000003 0.11794000000000002 0.12213000000000002 0.51222500000000004 -0.015314999999999997 0.10008000000000002 -0.097174999999999984 0.091630000000000003 -0.076244999999999993 -0.043914999999999989 -0.10474999999999998 -0.15914499999999995 0.10892 -0.088774999999999979 -0.11242999999999999 -0.064619999999999983 -0.5224049999999999 0.16773500000000005 0.098395000000000024 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -4 -1 7 9 -8 -3 11 13 -13 14 17 16 -16 21 20 -20 -18 -11 23 24 26 -25 -23 28 -2 -7
right_child=27 3 4 -5 -6 29 8 -9 -10 10 -12 12 -14 -15 15 -17 18 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084020836762796469 0.00062419091893251336 -0.00034359702340928689 0.0044040695394069506 -0.00051174518549414942 0.0021225477998556941 0.0018487468500735437 0.00130749517909963 0.0035558980947307363 -0.00091463710673892569 0.0031135367015728208 -0.00036171268688328531 0.0046825069088730067 0.0012028726509458131 0.0022657333165304089 -0.0020620170071113811 0.0031749007951838281 0.00048681110265607654 -0.00028664491647332075 -0.00070011546781749347 0.0020571207453717664 0.0027557225727349623 0.00079363451092108114 0.0003995692886789506 0.004112047690247137 0.00015786625270923889 0.0019761993621965207 0.0028315104742836499 -0.00098489074556189085 0.0024650515318426075 0.0010663453843158363
leaf_weight=85 291 22 26 22 35 1732 41 22 26 40 20 22 22 113 26 21 25 25 60 28 36 30 41 27 37 50 44 23 20 109
leaf_count=85 291 22 26 22 35 1732 41 22 26 40 20 22 22 113 26 21 25 25 60 28 36 30 41 27 37 50 44 23 20 109
internal_value=0 0.0016806 0.00180094 0.00138171 0.003095 0.00175996 0.00143525 0.00152855 0.000445175 0.00146382 0.00152343 0.00158171 0.00294269 0.0014824 0.00130175 0.000714435 0.000419179 0.0016933 0.000852139 0.000177187 0.00182584 0.00187731 0.00166137 0.00193655 0.00138952 0.00272513 0.00200534 0.000623617 0.000742574 0.00180242
internal_weight=0 2787 1987 800 61 1926 778 711 67 689 667 647 44 603 490 196 175 294 149 88 61 269 229 188 111 77 74 334 311 1841
internal_count=3121 2787 1987 800 61 1926 778 711 67 689 667 647 44 603 490 196 175 294 149 88 61 269 229 188 111 77 74 334 311 1841
is_linear=0
shrinkage=0.0164962


Tree=2786
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 0 49 4 150 1 0 156 3 2 106 2 3 50 4 3 132 0 4 13
split_gain=105.989 17.1718 10.5098 9.69603 7.82816 5.53059 4.28473 3.51189 3.01632 2.80092 2.67323 2.27256 2.99348 2.48673 1.80976 1.77624 1.39888 1.62002 1.32496 1.04042 0.923471 0.876851 0.803895 0.790371 0.789661 0.728193 0.879963 0.710626 0.690332 0.650645
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 1.0000000180025095e-35 0.083135000000000014 -0.07929499999999999 -1.0000000180025095e-35 0.0051600000000000005 0.14530500000000005 0.087690000000000004 0.17025000000000004 -0.12711499999999995 0.10883000000000001 0.022185000000000003 0.30112000000000005 0.08696000000000001 -0.085669999999999982 -0.073934999999999987 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 -6 21 -5 14 12 15 16 24 -1 23 -18 -17 20 25 29 -19 27 -7 26 -3 -13 -24 -4
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 13 -14 -15 -16 18 17 22 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015485545693959602 0.0015903253130615999 0.00082175924992354966 0.00022457206873144911 0.0014365348900322518 0.001431344434974222 0.0015629193054339905 0.0020570982143332038 0.00075904126898710355 0.0009361087528079147 0.00079139213732335096 0.0010151360244380217 0.0017639063576280524 0.0018654248197920696 0.001373810726247522 0.0010063530872984547 0.00068973067323059307 0.0020434020107045264 0.0013019498616792134 0.0012446755821377859 0.00030821302058196777 0.00033807035098591659 3.5590299262127567e-05 0.0016306084444387304 0.0015583602181279633 0.0013863493609682349 0.00051755947977922244 0.0004295681288648955 0.001668216295145348 0.0014655142668671779 0.00050299905678420761
leaf_weight=44 74 177 80 34 82 237 79 37 23 63 48 475 36 104 26 20 23 39 48 24 21 50 248 122 128 42 21 549 125 42
leaf_count=44 74 177 80 34 82 237 79 37 23 63 48 475 36 104 26 20 23 39 48 24 21 50 248 122 128 42 21 549 125 42
internal_value=0 0.000767083 0.00066538 0.00157878 0.000832082 0.00160194 0.00164404 0.00122231 0.000320009 0.00101752 0.00141858 0.00162623 0.00141102 0.00164514 0.00146811 0.00126496 0.00166299 0.00157553 0.00108146 0.000669145 0.000702334 0.000237623 0.00154941 0.00169618 0.001501 0.000734208 0.000780163 0.0017126 0.00157528 0.000320424
internal_weight=0 673 599 2448 404 2351 1912 119 195 97 439 1833 148 1685 391 112 1581 435 68 285 261 172 412 1146 365 240 198 1024 373 122
internal_count=3121 673 599 2448 404 2351 1912 119 195 97 439 1833 148 1685 391 112 1581 435 68 285 261 172 412 1146 365 240 198 1024 373 122
is_linear=0
shrinkage=0.00181146


Tree=2787
num_leaves=31
num_cat=0
split_feature=1 2 48 1420 0 33 2 2 157 51 43 475 42 4 123 0 151 12 50 4 96 133 3 1 1 147 159 2 159 159
split_gain=1.30902 0.397041 0.401261 0.285174 0.316369 0.44888 0.385451 0.422301 0.391567 0.354341 0.329656 0.264835 0.278988 0.306458 0.258901 0.299469 0.253819 0.265501 0.248692 0.243684 0.231939 0.283398 0.465824 0.22844 0.374357 0.307686 0.273091 0.380589 0.300893 0.393468
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 -0.083904999999999993 -0.068604999999999985 0.083840000000000012 0.099185000000000009 0.096540000000000015 -0.081364999999999979 0.078435000000000019 -0.092909999999999979 -1.0000000180025095e-35 0.094010000000000024 -0.27825499999999997 0.085290000000000019 -0.14723999999999998 0.086470000000000005 0.088045000000000012 0.10917 -0.50690499999999983 0.087655000000000025 -0.24098999999999995 0.42240500000000009 0.096325000000000008 0.094715000000000008 0.089365000000000014 0.11389500000000001 0.086330000000000004 0.082105000000000025 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 5 16 7 8 -6 10 -10 -12 13 -13 19 -16 18 -18 23 -3 21 -2 -23 24 25 26 28 -28 29 -5
right_child=20 2 -4 4 6 -7 -8 -9 9 -11 11 12 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0030609762493646374 0.0023327274958207253 0.0030596491419319837 -0.00088410674105252236 0.0018778099870564488 -0.00076398619841015823 0.0039774335827429362 -0.00065683881420712086 0.003325912623466929 0.0034431401745588677 -0.00034839069804069877 0.0026411322683226055 0.0017298771749588446 0.0020714059094875691 -0.00061144586598672836 -0.0011763603074115218 0.0011845599654543605 -0.00039412347991418486 0.0018786520057873816 0.0012081716531261891 0.0013900287337941695 -0.00087594923490165422 0.0007682569058429686 -0.0014529427331476427 0.00115190202262591 0.0039950229476159935 0.00014407564331144051 -0.00090019982952006274 0.0021323770063600314 0.0025976299882122418 -0.00031948026739350797
leaf_weight=38 24 22 20 1281 23 22 25 24 22 24 30 22 34 35 20 37 27 23 170 530 24 261 25 111 20 25 20 20 142 20
leaf_count=38 24 22 20 1281 23 22 25 24 22 24 30 22 34 35 20 37 27 23 170 530 24 261 25 111 20 25 20 20 142 20
internal_value=0 0.00162609 0.00128243 0.00172626 0.00170234 0.00177002 0.0011696 0.00138297 0.00113755 0.00139944 0.00169278 0.00137453 0.000956972 0.000292223 0.00135358 0.000356167 0.0017439 0.000651353 0.0017741 0.00145657 0.00059627 0.000710248 0.000574096 0.0018328 0.00188226 0.00185424 0.00188307 0.000616089 0.00191819 0.00184403
internal_weight=0 2787 629 2158 2120 1881 239 214 190 167 143 121 91 57 609 57 1859 50 1809 552 334 310 286 1639 1528 1508 1483 40 1443 1301
internal_count=3121 2787 629 2158 2120 1881 239 214 190 167 143 121 91 57 609 57 1859 50 1809 552 334 310 286 1639 1528 1508 1483 40 1443 1301
is_linear=0
shrinkage=0.0155448


Tree=2788
num_leaves=31
num_cat=0
split_feature=4 2 52 159 3 3 16 49 0 0 157 40 15 48 160 455 39 15 50 15 4 11 3 3 3 42 12 13 3 157
split_gain=1.10044 0.354659 0.303283 0.366169 0.303155 0.285062 0.266047 0.360016 0.311051 0.384765 0.284615 0.591132 0.262237 0.264626 0.473112 0.327133 0.308534 0.280934 0.435848 0.384018 0.260171 0.312998 0.249604 0.243194 0.515322 0.335388 0.434652 0.303403 0.383584 0.314162
threshold=0.27044500000000005 0.17025000000000004 0.039215000000000007 0.10620500000000001 0.20828500000000003 -0.13309499999999996 -0.54656499999999986 -0.0072499999999999986 -0.10324499999999999 -0.15931499999999996 -0.067349999999999979 -1.0000000180025095e-35 -0.15914499999999995 0.092680000000000026 -0.40957499999999997 0.092985000000000012 0.094095000000000026 -0.094329999999999983 0.077805000000000013 -0.097454999999999986 0.40945500000000007 0.090920000000000015 -0.071329999999999991 -0.13309499999999996 -0.12018999999999998 0.085465000000000013 0.083815000000000014 0.038215000000000006 -0.10115999999999999 0.10891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 12 20 -7 -8 9 -9 -10 -12 22 15 -15 17 -16 18 19 -14 -2 -22 -1 25 -25 26 -19 28 -26 -30
right_child=2 -3 3 -5 -6 6 7 8 10 -11 11 -13 13 14 16 -17 -18 23 -20 -21 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.0029136697808529585 -3.3411352579047334e-05 -0.00011893348455170656 0.0017907722370564014 -4.9060140150669134e-05 0.00039192886741979094 0.0013528032466259973 -0.0016324954712868547 -0.0002773662971214548 0.00094737264392254987 0.0021222968283765627 0.00024848706371640242 -0.002391615212502007 0.00099768214682571408 -0.0011132437601024444 0.0012766042382992132 0.0031862864127823382 -0.0004123660917781523 4.7267573837078515e-05 0.0025125154078812369 -0.00058417220758721683 0.0028969111916801325 0.0004632956411066308 0.0013962446756631258 -0.00076724104294373493 -0.00048177818452022054 0.0030316617271721464 0.0019711234454424693 0.00085120843136442356 0.0015151400244450574 0.00046969814150384629
leaf_weight=42 27 33 65 32 64 25 29 26 23 27 40 29 104 21 201 20 24 29 26 43 22 20 44 22 20 41 118 181 1664 59
leaf_count=42 27 33 65 32 64 25 29 26 23 27 40 29 104 21 201 20 24 29 26 43 22 20 44 22 20 41 118 181 1664 59
internal_value=0 0.00133189 0.000509223 0.00118382 0.00134948 0.000265061 -5.32455e-06 -0.000200458 8.59497e-05 0.000945104 -0.000408998 -0.000861121 0.00137252 0.00134696 0.000907815 0.00139339 0.00109645 0.00137784 0.000832167 0.000534963 0.00104487 0.00173805 0.00213731 0.00142208 0.00137536 0.00190565 0.00159159 0.00139986 0.00145684 0.00147934
internal_weight=0 2756 365 97 2723 268 199 174 145 53 92 69 2659 2573 246 2327 225 2307 173 147 69 42 86 2134 1946 188 147 1924 1743 1723
internal_count=3121 2756 365 97 2723 268 199 174 145 53 92 69 2659 2573 246 2327 225 2307 173 147 69 42 86 2134 1946 188 147 1924 1743 1723
is_linear=0
shrinkage=0.0140794


Tree=2789
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 2 1 3 132 1 4 3 48 4 15 151 1 12 4 1 0 16 0 16 4
split_gain=94.1385 15.8072 9.52585 7.60793 5.65018 4.94068 3.56952 3.34623 3.15875 2.68524 2.67102 2.19281 1.45903 1.36288 1.31319 1.29696 0.930655 0.867409 0.845875 0.827107 0.8241 0.815695 0.804152 0.795154 1.76914 0.934065 0.782194 0.771408 0.748619 0.830852
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.091265000000000013 0.11474000000000002 0.092845000000000025 0.31370500000000007 0.10365500000000001 0.086920000000000011 0.36766000000000004 -0.13309499999999996 0.016865000000000002 -0.0070899999999999991 0.094035000000000007 -0.088784999999999989 0.14173500000000003 0.10124000000000001 -0.013125 0.089770000000000016 0.18019500000000002 0.11346000000000002 -0.23001499999999997 -0.0094449999999999968 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 12 9 14 18 -5 15 21 -1 17 -17 -4 -6 -10 -3 -14 -20 25 -25 -11 -7 -16 -22 -30
right_child=1 2 7 11 10 26 -8 -9 19 23 -12 -13 13 -15 27 16 -18 -19 22 -21 28 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0018004508112299811 0.0017172381524294073 0.001138997300119793 0.0011069349762073447 0.0015411839743188485 0.0018554919291678882 0.00094363715911190648 0.0010159907710071499 0.0011116966437832016 0.0022145103365500737 0.001706396353330425 0.00087226501333473316 0.00098786349559648514 0.00039652081116084426 0.0006817279273681865 0.0013415713230846805 0.00087203527116367697 0.0004471803270321463 0.00064362746119812778 0.0016416696456514294 0.0018536763082404773 0.00093607239617361391 -3.2428595603227371e-05 0.0012224426969240764 0.001606483231029627 0.0011058157730263502 0.0013128805932111276 0.0013986343913884112 0.0016991417560495976 0.00056032123953219206 0.00099128113582557897
leaf_weight=1028 76 40 25 37 22 26 22 37 51 390 23 58 29 26 20 20 87 26 31 33 131 27 27 307 24 20 22 392 43 21
leaf_count=1028 76 40 25 37 22 26 22 37 51 390 23 58 29 26 20 20 87 26 31 33 131 27 27 307 24 20 22 392 43 21
internal_value=0 0.000953142 0.000858717 0.00169602 0.00105881 0.00171606 0.0017279 0.000614564 0.00173481 0.0017218 0.00140564 0.00120337 0.000537923 0.000345713 0.0017665 0.000637678 0.000526592 0.000870739 0.00155898 0.00207275 0.000906792 0.000189706 0.00144651 0.00163493 0.00157018 0.0016872 0.00115218 0.00168178 0.00085916 0.00070173
internal_weight=0 691 615 2430 338 2335 2287 277 2265 2181 103 95 240 82 1440 158 107 51 80 84 235 56 58 741 331 410 48 412 195 64
internal_count=3121 691 615 2430 338 2335 2287 277 2265 2181 103 95 240 82 1440 158 107 51 80 84 235 56 58 741 331 410 48 412 195 64
is_linear=0
shrinkage=0.00177594


Tree=2790
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 47 1 14 2 48 0 11 1 0 15 0 42 43 47 48 2 2 14 16 0 4 43
split_gain=104.952 18.8542 11.4732 9.44429 8.54528 5.76642 3.77997 3.75244 3.33862 2.76867 2.50749 1.78482 1.75984 1.19193 1.66315 1.36007 1.15748 2.54496 1.34863 1.19099 2.18619 1.09287 1.83141 1.04474 1.02288 1.28121 1.2989 1.01632 0.971218 0.908285
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.14285500000000004 0.40473500000000007 0.13082500000000002 0.077845000000000011 0.062655000000000016 -0.090999999999999984 -0.015314999999999997 0.18019500000000002 1.0000000180025095e-35 0.090840000000000018 -0.10836499999999999 -0.10653 -0.14454499999999995 0.084835000000000008 -0.11278499999999998 1.0000000180025095e-35 0.11280000000000003 0.25063000000000007 0.14019000000000004 -0.46413499999999996 -0.0094449999999999968 -0.18901999999999997 -0.39518999999999993 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 12 -6 23 -5 11 -1 -7 14 -14 -16 17 -13 -19 28 -21 24 -23 -4 25 -3 27 -27 -18 -11
right_child=1 2 8 9 7 6 -8 -9 -10 29 -12 16 13 -15 15 -17 19 18 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014317811247577241 0.0019244034255603715 0.0013636532784105633 0.00058285956783706895 0.0017959926248764526 0.0017531681890048823 0.0013823964785756452 0.0012210316150359963 0.0010582208604362116 0.0012425333679168702 0.0012533938313630795 0.0023158072179307859 0.002182308704559609 0.0017988788680241077 0.0013795749929034937 0.0024494956555451159 0.0019220043743504477 0.0023240112212484071 0.0017290723199896705 0.0011596991448097303 0.0013179322349180095 0.0019267699124918664 0.0014940334884984965 0.00088801969502571318 0.00024256572390701593 0.00054468327933260741 0.0012981148095565455 0.00063641255954545678 0.00090162616758960527 0.0020011523409135001 0.00079530278278020612
leaf_weight=22 74 21 134 28 82 32 39 37 23 49 62 31 670 20 23 53 32 43 20 20 598 30 36 38 24 27 48 99 686 20
leaf_count=22 74 21 134 28 82 32 39 37 23 49 62 31 670 20 23 53 32 43 20 20 598 30 36 38 24 27 48 99 686 20
internal_value=0 0.00106178 0.000955208 0.00186949 0.00112938 0.00189234 0.00177169 0.00153709 0.000594354 0.00131557 0.00195905 0.00194382 0.0017986 0.00181599 0.00182769 0.00208164 0.00195169 0.0017574 0.00154832 0.00196536 0.00190707 0.000959146 0.00116348 0.000507678 0.000897566 0.000940998 0.000889988 0.000986588 0.00201554 0.00112061
internal_weight=0 673 599 2448 404 2351 837 119 195 97 1514 1452 798 766 746 76 1430 94 63 1336 618 285 66 172 219 195 174 126 718 69
internal_count=3121 673 599 2448 404 2351 837 119 195 97 1514 1452 798 766 746 76 1430 94 63 1336 618 285 66 172 219 195 174 126 718 69
is_linear=0
shrinkage=0.00181146


Tree=2791
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 14 2 2 2 3 3 52 47 1 15 4 0 2 14 1 2 4 1 16 14 16
split_gain=140.726 22.7145 14.3073 11.8783 10.8918 7.14857 6.81813 5.31847 4.76182 3.92003 3.11067 2.4154 2.33552 2.02174 2.30661 1.88637 1.6991 1.42373 1.41541 1.36185 1.73758 1.31036 1.27682 1.25265 2.25183 1.18708 1.15552 1.15255 1.14223 1.64371
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.40473500000000007 0.062655000000000016 0.089775000000000008 0.17025000000000004 0.094835000000000017 0.31370500000000007 0.076840000000000006 -0.56176499999999996 1.0000000180025095e-35 0.087135000000000004 -0.059484999999999989 0.41555500000000006 -0.062294999999999996 0.14019000000000004 0.097795000000000007 0.089770000000000016 0.097845000000000015 0.033845000000000007 0.11588000000000001 -0.10850999999999998 -0.46413499999999996 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 16 6 9 12 26 10 17 13 -1 14 -4 -12 21 -5 -14 20 -18 28 -11 25 -25 -17 -6 -27 -3 -30
right_child=1 2 11 5 8 -7 -8 -9 -10 22 15 -13 18 -15 -16 23 19 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0022782078125146835 0.0020849799616332078 0.0013961892888482532 0.00070715594500569154 0.0021813819181616127 0.0021055083333082628 0.0011752996903440132 0.0013521471110163213 0.0012050944429878407 0.0011499508069346001 0.0025832854090038597 0.0023550401994217917 0.00029642232190279247 0.0019004858008690188 0.00047084960176682286 0.0013365118540292565 0.002050783322307194 0.001706952217753526 0.0020560958343660667 0.0013190533372212519 0.00090239341497487567 0.0010493279946202894 0.00058150488548963848 0.0020819815440238035 0.0013194438708240346 0.0019891454096813694 0.0020180156022570816 0.00169604150284387 0.001741826963353698 0.0010700524848641403 0.00070821295113647595
leaf_weight=28 71 21 51 921 39 26 37 66 39 67 45 49 30 48 27 542 29 392 22 21 21 24 20 23 45 98 45 86 135 53
leaf_count=28 71 21 51 921 39 26 37 66 39 67 45 49 30 48 27 542 29 392 22 21 21 24 20 23 45 98 45 86 135 53
internal_value=0 0.00115357 0.00104372 0.00205255 0.00121555 0.00208309 0.00209346 0.00157096 0.00165272 0.00210571 0.00209106 0.000624436 0.00187279 0.000751996 0.00092501 0.00200825 0.00103867 0.00214398 0.0016545 0.00127448 0.00143075 0.000966817 0.00246804 0.0019886 0.00176263 0.00200976 0.00188615 0.00188893 0.00101106 0.000968045
internal_weight=0 673 602 2448 427 2302 2276 146 123 2239 2152 175 80 126 78 839 304 1313 52 71 50 233 87 794 68 726 84 184 209 188
internal_count=3121 673 602 2448 427 2302 2276 146 123 2239 2152 175 80 126 78 839 304 1313 52 71 50 233 87 794 68 726 84 184 209 188
is_linear=0
shrinkage=0.00174112


Tree=2792
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 12 4 4 47 1 0 0 1 0 12 14 150 1 2 376 16 10 43 4 4 12 0 15 52
split_gain=85.6465 11.436 10.0391 5.81615 5.47542 4.08073 3.47411 2.59586 2.57154 2.16078 2.04022 1.78869 1.77909 1.77534 1.64804 1.90561 1.48639 1.42085 1.36695 1.30332 1.30292 1.68805 1.16319 1.11086 1.0444 1.02115 1.57257 0.991806 1.50779 0.94925
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14262000000000002 0.090285000000000018 0.033845000000000007 -0.17966999999999997 1.0000000180025095e-35 0.11669000000000002 1.0000000180025095e-35 -0.23194499999999998 0.10089500000000001 -0.097024999999999986 0.13597000000000004 0.076175000000000007 0.091105000000000005 0.122715 0.11389000000000002 0.080200000000000007 -0.29154999999999992 -0.062879999999999978 -0.078139999999999973 0.27287000000000006 -0.064054999999999987 -1.0000000180025095e-35 -0.11242999999999999 -0.095244999999999982 0.12354000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 9 16 14 -6 10 23 13 -1 17 -8 -16 27 -10 -2 25 21 -11 -7 -3 -24 -14 -27 28 -4 -12
right_child=1 5 6 -5 8 22 7 -9 11 20 29 -13 19 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019279725102816806 0.0015132506629781598 0.00062005590793612407 0.0016983077530562927 0.00082707486942979261 0.0015597767265899784 6.1791083967795504e-05 0.0018720317719121741 0.0013221148699193194 0.0013552887437489674 0.00079200657620963745 0.00051060353373770029 0.00061754200721668873 0.001639289445936545 0.00092840131891365149 0.0015392437557492592 0.0010876603086906965 0.0019162124753826617 0.00087472337254143335 0.0011075778218687454 0.0010667395634245656 0.00066451988993677523 0.0013274432132407692 0.00076735788360564067 0.0010119358378305925 0.00036728772946149712 0.0015211381617464862 0.0010463174691314218 0.0016307244316084858 0.0010880733106845382 0.00085842972027507815
leaf_weight=22 83 27 20 74 31 20 37 171 78 25 108 21 69 75 735 25 46 20 29 21 22 39 25 61 52 59 26 1053 22 25
leaf_count=22 83 27 20 74 31 20 37 171 78 25 108 21 69 75 735 25 46 20 29 21 22 39 25 61 52 59 26 1053 22 25
internal_value=0 0.000846961 0.00152751 0.00117701 0.00130104 0.00069501 0.00157282 0.00150194 0.00112959 0.000785881 0.000701699 0.00106085 0.00149685 0.00111467 0.00154053 0.00152439 0.00163296 0.00125721 0.00140821 0.00144265 0.00100221 0.00111829 0.00040741 0.0008917 0.000497181 0.00149391 0.0013759 0.00162106 0.00137866 0.000575984
internal_weight=0 590 2531 186 422 404 2109 968 225 307 221 194 197 173 797 760 1141 98 112 175 86 64 97 88 77 154 85 1095 42 133
internal_count=3121 590 2531 186 422 404 2109 968 225 307 221 194 197 173 797 760 1141 98 112 175 86 64 97 88 77 154 85 1095 42 133
is_linear=0
shrinkage=0.00160853


Tree=2793
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 159 1 2 14 4 0 0 0 15 4 2 15 16 15 4 12 15 16 151 47 15 474 15
split_gain=87.1652 15.3802 9.84574 8.03504 5.60443 4.33364 3.01467 2.60266 2.55784 2.5516 2.18128 1.77281 2.01362 1.71485 2.21093 1.70438 1.59981 2.31714 1.29688 1.22237 1.26033 1.10429 2.05991 1.01772 1.01049 0.948816 0.883323 0.853186 0.91828 0.971003
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.042705000000000007 0.13913500000000004 -1.0000000180025095e-35 0.077845000000000011 0.11474000000000002 0.062655000000000016 0.27834500000000006 -0.14454499999999995 -0.079119999999999982 -0.11173999999999999 -0.10469999999999999 0.42051500000000003 0.14285500000000004 -0.41396999999999995 -0.10850999999999998 -0.048699999999999993 -0.49013999999999996 0.08401500000000002 0.024640000000000006 -0.039889999999999988 -0.088784999999999989 0.090100000000000013 0.050935000000000008 0.105645 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 10 -4 -5 -6 13 12 -7 14 15 -1 17 -9 -18 -14 -21 23 -23 -15 -17 -3 -27 28 29 -24
right_child=1 2 7 8 9 11 -8 16 -10 -11 -12 -13 19 21 -16 24 18 -19 -20 20 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019583595546319812 0.0017394248184386877 0.0011914211281476509 0.00117922889906331 0.0016450376794031455 0.001587354776807226 0.0019789181448825839 0.0010654581052220952 0.00097629668891084989 0.0010058753697356315 0.00092805693660358084 0.0020495303060916693 0.0010535736707720572 0.0016266559774408419 0.0017500248712775434 0.0018039385080167833 0.0011857464530569324 0.00055763133497873101 0.00045955586987318005 0.00015491934173093248 0.0014633999113933132 0.00097583138842227213 0.0012324025924722844 0.0015866125368871483 0.0021797117901669735 0.0016431333511143593 0.00084779545284519075 0.0012258530164688619 0.0017206165241050913 0.0018444458744165178 0.0012361438841706511
leaf_weight=20 76 40 26 28 81 33 20 62 67 24 78 23 140 101 1191 39 107 49 33 102 20 37 102 21 25 171 22 320 30 33
leaf_count=20 76 40 26 28 81 33 20 62 67 24 78 23 140 101 1191 39 107 49 33 102 20 37 102 21 25 171 22 320 30 33
internal_value=0 0.000985719 0.000892578 0.00170055 0.001096 0.00172115 0.00175153 0.000644359 0.00119426 0.00143666 0.0017584 0.00152846 0.00156549 0.00174657 0.0017843 0.00150583 0.000588954 0.000748186 0.000462706 0.00151342 0.00138347 0.00167187 0.00163632 0.00182399 0.00136441 0.000942483 0.00089089 0.00166713 0.0015634 0.00150094
internal_weight=0 691 615 2430 338 2335 2017 277 95 105 1997 318 295 1919 1275 84 251 111 140 262 122 644 522 122 64 233 193 485 165 135
internal_count=3121 691 615 2430 338 2335 2017 277 95 105 1997 318 295 1919 1275 84 251 111 140 262 122 644 522 122 64 233 193 485 165 135
is_linear=0
shrinkage=0.00177594


Tree=2794
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 2 47 4 14 2 4 1 52 1 150 0 43 0 4 131 4 131 2 12 16 16 50
split_gain=110.328 18.1047 10.6993 9.3237 5.75317 5.69619 4.43088 3.87303 3.21881 2.81133 2.78693 2.30389 1.88122 1.89761 1.42607 1.27839 1.52797 2.53213 1.20867 1.0845 0.939624 1.04034 0.933667 0.822088 0.815673 1.22857 0.81417 0.813663 0.804417 0.915671
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.088105000000000003 0.13404500000000005 -0.0060199999999999993 0.40124500000000002 0.089775000000000008 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.081835000000000019 -0.13455999999999999 -0.080324999999999994 0.18019500000000002 0.024790000000000003 0.09031500000000002 -0.0070899999999999991 0.082750000000000004 0.31358000000000003 0.090545000000000014 0.11346000000000002 -0.10850999999999998 -0.14320999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 6 -3 7 -1 8 11 12 23 14 13 -4 -5 -10 18 -18 -17 -8 21 26 -2 -6 25 -14 -20 -7 -23 -30
right_child=1 2 9 5 10 27 19 -9 15 -11 -12 -13 24 -15 -16 16 17 -19 20 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018885551667692983 0.0021139277334406878 0.0011180529001682045 0.0011955281826251673 0.0020444678673077906 0.002078100943294007 0.0011787229826538117 0.0013241932545772393 0.0012916647199258675 0.0021810565314568345 0.0012541391415807355 0.0011879338136594011 0.0023625201387546218 0.00061426306899176541 0.0007528279293815592 0.0019002068076112619 0.0021904946264344914 0.0018387851881920411 0.001134433513535506 0.0020541599203164475 0.00085822591336862434 0.0015277882336073776 0.0019022200104582049 0.0017001194801804799 0.0016756412709388363 0.00087622608813189785 0.00012470857272227443 0.0019012392379569479 0.0016194791726661724 0.0018742726375198646 0.001522742332958499
leaf_weight=40 47 222 39 1079 21 26 43 24 45 37 32 59 59 102 245 42 58 20 138 22 20 93 24 50 20 20 383 23 38 50
leaf_count=40 47 222 39 1079 21 26 43 24 45 37 32 59 59 102 245 42 58 20 138 22 20 93 24 50 20 20 383 23 38 50
internal_value=0 0.00115881 0.00106266 0.00193919 0.00127275 0.00196149 0.00144156 0.00197379 0.001981 0.000816164 0.00160618 0.00203248 0.000748643 0.000875277 0.00201777 0.00190074 0.00188576 0.00165818 0.00190899 0.00116648 0.00189262 0.00190301 0.00197405 0.00179468 0.000568285 0.000490325 0.00194174 0.00138561 0.00179152 0.00167454
internal_weight=0 673 602 2448 325 2343 105 2294 2270 277 103 1383 240 141 1324 887 842 78 764 65 722 702 71 71 99 79 521 49 181 88
internal_count=3121 673 602 2448 325 2343 105 2294 2270 277 103 1383 240 141 1324 887 842 78 764 65 722 702 71 71 99 79 521 49 181 88
is_linear=0
shrinkage=0.00170698


Tree=2795
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 4 2 1 16 1 1 0 4 1 15 0 47 13 2 16 12 4 50 4 52 1
split_gain=184.757 28.7496 18.5969 15.6775 10.6514 8.82013 5.45907 5.00373 4.89684 4.46232 4.39289 4.32045 3.44404 3.26264 2.73588 2.28484 1.79563 1.65875 1.61651 1.56372 1.36759 1.36116 1.33783 1.33723 1.20424 1.13059 1.06697 0.988159 0.841426 0.82138
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13501500000000002 0.40945500000000007 0.40473500000000007 0.14285500000000004 0.09253500000000002 -0.52595999999999987 0.089770000000000016 0.15471500000000002 -0.095504999999999993 -0.013125 0.075045000000000014 -0.15914499999999995 -0.019414999999999998 0.090100000000000013 0.049530000000000012 0.088850000000000012 -0.45661999999999997 0.082095000000000015 -0.036839999999999991 0.086295000000000011 -0.0070899999999999991 0.40674500000000008 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 20 6 13 12 10 27 -4 -5 -7 22 -10 -15 17 19 -18 -14 29 -17 28 -20 -25 -2 -12 -6 -1 -3
right_child=1 2 8 11 9 7 -8 -9 14 -11 26 -13 16 15 -16 21 18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021003014985300286 0.0020918598859861982 0.00081798915383668089 0.0010003195471590318 0.0017499209879517465 0.0020986301720620605 0.0011126848827234894 0.0025334484332669607 0.001222630609460458 0.00031519107472407414 0.0009356172401507461 4.4662001803781124e-05 0.00094866751509228788 0.0019391767720973018 0.0014848721759051703 -0.00025632976876094847 0.0019694821271144252 0.0022373704430109337 0.002150875703967086 0.0020548900013136009 0.0015303964376969482 0.001153311397832933 0.0015939572729442599 0.0019690176267176261 0.00125475549531053 0.0016968761644235225 0.0016135524436404318 0.00059247446126140023 0.0016303808652249471 0.001741895000826841 0.0005335739347467716
leaf_weight=935 50 148 63 34 21 21 70 48 128 30 28 63 160 48 35 220 20 96 30 38 33 37 416 23 167 24 20 50 22 43
leaf_count=935 50 148 63 34 21 21 70 48 128 30 28 63 160 48 35 220 20 96 30 38 33 37 416 23 167 24 20 50 22 43
internal_value=0 0.000871524 0.000739929 0.0019432 0.001033 0.00197264 0.00203781 0.00178373 0.00039231 0.00152137 0.000685767 0.00122952 0.00183226 0.00201713 0.000192472 0.00184766 0.00186056 0.00195547 0.0017443 0.00186072 0.000812792 0.00191542 0.00205478 0.00169947 0.00164336 0.00193673 0.000272917 0.00176888 0.00209206 0.000753959
internal_weight=0 673 599 2448 325 2351 1748 603 274 101 111 97 555 1678 163 305 534 294 240 198 224 257 1373 220 190 74 48 71 957 191
internal_count=3121 673 599 2448 325 2351 1748 603 274 101 111 97 555 1678 163 305 534 294 240 198 224 257 1373 220 190 74 48 71 957 191
is_linear=0
shrinkage=0.00181146


Tree=2796
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 2 1 14 52 1 2 0 11 1 2 106 16 1 52 132 16 0 39 0 131 12
split_gain=96.7866 16.1114 9.75219 8.19937 6.72486 4.40376 3.8015 3.43905 3.01814 2.6519 2.61922 1.57549 1.26084 1.13492 1.73139 1.17457 1.6843 1.13365 1.04493 0.948108 0.933363 0.9251 0.865412 0.748749 0.739064 0.730108 0.929842 0.836953 0.711224 0.666548
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.13082500000000002 0.089775000000000008 0.09253500000000002 0.062655000000000016 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.18019500000000002 1.0000000180025095e-35 0.090540000000000023 0.14530500000000005 0.087690000000000004 0.27776000000000006 0.16540500000000002 0.12603000000000003 0.08696000000000001 0.11346000000000002 -0.036484999999999997 0.095830000000000012 -0.10474999999999998 0.09031500000000002 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 9 29 21 11 -5 17 -11 15 -15 16 20 -1 19 22 -14 25 23 -3 -7 27 -27 -4 -2 -6
right_child=1 2 8 10 7 24 -8 -9 -10 12 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017317559077329101 0.0017663205118926756 0.00086896960818433745 0.00056975717151644357 0.0015199129421003847 0.0017039812973737708 0.00093382844595626198 0.00094517318383180243 0.00085964142582885044 0.0010368587472999644 0.001888777684877718 0.00091683682410426321 0.0019984800232844173 0.0016253926199386269 0.00096636591260301069 0.0015562188209110213 0.0011859468376851901 0.0020672869294830992 0.0015996988087699944 0.00046205365821118844 0.00048588243863882929 0.0014538236938017254 6.6963867781730916e-05 0.0011854082848563336 0.00051603336320428267 0.0013674316146593641 0.00086888229578203544 0.00036056003448456901 0.0002505812108451329 0.0014039679196672561 0.001378773608640572
leaf_weight=1081 52 205 40 34 29 26 22 38 26 43 61 59 613 22 48 20 24 241 24 21 114 22 24 20 22 24 20 66 24 56
leaf_count=1081 52 205 40 34 29 26 22 38 26 43 61 59 613 22 48 20 24 241 24 21 114 22 24 20 22 24 20 66 24 56
internal_value=0 0.000895606 0.000802146 0.00163409 0.000953226 0.00165449 0.00166544 0.00129507 0.000483962 0.00167244 0.00113267 0.00172011 0.00159798 0.00158311 0.00137084 0.00160238 0.00161347 0.00170768 0.000810211 0.000841158 0.00159849 0.000400385 0.000871121 0.000837597 0.00113256 0.000449287 0.000637827 0.000371025 0.00165189 0.00148973
internal_weight=0 691 615 2430 417 2335 2287 123 198 2265 95 1381 884 841 70 771 751 1322 294 270 727 172 249 225 48 150 44 106 76 85
internal_count=3121 691 615 2430 417 2335 2287 123 198 2265 95 1381 884 841 70 771 751 1322 294 270 727 172 249 225 48 150 44 106 76 85
is_linear=0
shrinkage=0.00174112


Tree=2797
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 2 1 14 2 34 1 12 4 16 52 1 1 2 41 52 52 51 1375 1212 131 2
split_gain=93.3448 16.4774 9.21272 8.06481 5.23083 5.19086 4.49609 3.80237 3.2491 2.72074 2.52778 2.15085 1.86821 2.16204 1.32366 1.0963 1.00281 0.936189 0.934732 1.29975 1.56703 1.45569 0.986265 0.800054 0.756318 1.06658 0.824192 0.790862 0.748463 1.52857
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.13082500000000002 0.090050000000000005 0.09253500000000002 0.062655000000000016 0.13754500000000003 -1.0000000180025095e-35 0.090540000000000023 0.10345000000000001 -0.00059999999999999995 0.13751500000000003 -0.56176499999999996 0.089770000000000016 0.082005000000000008 0.09678500000000001 0.081560000000000007 -0.081934999999999994 -0.016949999999999996 0.11144500000000002 0.084145000000000011 0.083355000000000026 0.08844500000000001 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 16 9 12 11 -5 14 13 -4 24 -15 -3 -7 -11 20 22 -21 -20 -23 27 26 -26 -1 29 -14
right_child=1 2 8 10 -6 17 -8 -9 -10 18 -12 -13 28 15 -16 -17 -18 -19 19 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018137238841121456 0.0018290872337715842 0.0019909525451192885 0.00036339032583629089 0.0016445011307032649 0.00089657010392250934 0.0009393571441901553 0.00091328468085307671 0.0010514366798198918 0.0011364345366586812 0.0019872520471395272 0.0010068622127852346 0.0022089672313032787 0.00041613575959607185 0.00074472972025189899 0.0017160251713956422 0.0012376752974124943 0.0015235462104792755 0.0014699242329795916 0.001726013922348484 0.0010356680444082961 0.0021466819261053496 0.001417881904106328 0.0013115037255356872 0.0018779445778852584 0.0019201922249681594 0.0014890471428631285 0.0015581538508435454 0.0014338229467360079 0.00069269638542930308 -0.00017109055866070967
leaf_weight=266 71 23 45 34 201 27 45 24 37 45 63 59 74 59 245 22 56 21 700 20 31 29 21 25 772 22 23 21 20 20
leaf_count=266 71 23 45 34 201 27 45 24 37 45 63 59 74 59 245 22 56 21 700 20 31 29 21 25 772 22 23 21 20 20
internal_value=0 0.000970399 0.000869126 0.00176292 0.00108437 0.00178489 0.00138878 0.00179767 0.000616587 0.00180553 0.00123036 0.00185675 0.000536444 0.000694607 0.00184134 0.000878616 0.00165963 0.00117148 0.00172274 0.00170833 0.00173178 0.00147001 0.00171394 0.00163087 0.00186915 0.00189839 0.00190972 0.00178593 0.000361633 0.000291194
internal_weight=0 673 602 2448 325 2351 124 2303 277 2279 97 1408 240 126 1349 81 79 48 871 826 752 74 721 54 1104 817 795 287 114 94
internal_count=3121 673 602 2448 325 2351 124 2303 277 2279 97 1408 240 126 1349 81 79 48 871 826 752 74 721 54 1104 817 795 287 114 94
is_linear=0
shrinkage=0.00188464


Tree=2798
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 45 14 2 1 2 2 4 16 12 1 2 1 49 4 0 47 4 160 4 43 50 2 475 0
split_gain=146.336 23.1192 13.5507 13.2091 8.04868 7.86886 4.29928 4.24629 4.01882 3.90844 3.6015 2.799 2.44782 2.41618 1.87279 1.64949 1.72132 1.46083 1.51364 1.39868 1.35502 1.29332 1.24011 1.44019 1.15153 1.12631 1.07977 1.06585 1.16975 1.06552
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.10783500000000001 0.062655000000000016 0.11474000000000002 0.077845000000000011 0.14122000000000004 0.17025000000000004 0.24564500000000003 -0.52595999999999987 0.11586 0.089875000000000024 0.085730000000000015 0.075045000000000014 -0.039339999999999993 -0.0070899999999999991 -0.030209999999999997 0.090100000000000013 0.40945500000000007 -1.0000000180025095e-35 -0.036839999999999991 -0.073959999999999984 0.12170000000000002 0.087675000000000017 -0.088274999999999978 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 21 7 11 12 19 -5 13 14 15 -7 22 26 29 20 -19 -6 25 -3 -4 -24 -2 -15 27 28 -1 -17
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 -13 -14 17 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020173785982528641 0.0024526443854362475 0.0011998249167863781 0.001094053340956181 0.0022054958587190299 0.0024988805999333519 0.0015606857264328195 0.0016989396848157018 0.0028276865527437993 0.0012262828507740571 0.0013870059532363316 0.0016083559833766992 0.00044682278644122891 0.0017645844271533073 0.0022962449625970171 0.0014643002584545615 0.0023182948281410204 0.0017219487843562638 0.001926054865805258 0.0024712472323261295 0.0019397279741624333 0.0018286176329122747 0.0015959501351100647 0.0010887587733829033 0.00064239427838654246 0.0019602730165958686 0.0020930171456361234 0.0020099679956390596 0.0023413358727406713 0.0024592448565486 0.0018940128035572846
leaf_weight=21 50 191 57 28 21 21 21 70 24 69 41 52 23 166 20 248 20 21 101 56 41 33 34 90 24 212 24 534 786 22
leaf_count=21 50 191 57 28 21 21 21 70 24 69 41 52 23 166 20 248 20 21 101 56 41 33 34 90 24 212 24 534 786 22
internal_value=0 0.00131863 0.00119826 0.00229146 0.00145343 0.00231903 0.000895594 0.00238181 0.00188646 0.00162327 0.00213703 0.000828913 0.00236321 0.0021756 0.000927763 0.00237153 0.00224498 0.00219947 0.0023774 0.00209222 0.00214766 0.00125818 0.000868477 0.000764785 0.00229296 0.00218227 0.00239842 0.00240537 0.00244775 0.00228372
internal_weight=0 673 599 2448 325 2351 274 1748 101 97 603 253 1678 562 201 1655 290 541 122 77 419 224 181 124 74 378 1365 1341 807 270
internal_count=3121 673 599 2448 325 2351 274 1748 101 97 603 253 1678 562 201 1655 290 541 122 77 419 224 181 124 74 378 1365 1341 807 270
is_linear=0
shrinkage=0.00184769


Tree=2799
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 47 124 4 16 1 52 2 457 457 1 132 1 0 2 52 133 3 156 15 3 4
split_gain=130.137 21.6515 12.7871 10.8624 9.4936 6.67972 4.31111 4.28381 3.71156 3.7107 3.13572 2.62329 2.61643 1.67004 1.39912 1.361 1.29434 1.25564 1.7557 1.23722 1.19168 1.09318 1.06104 1.2239 1.02687 1.09296 0.93241 1.36534 0.999479 0.915877
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.40473500000000007 0.076975000000000002 0.13501500000000002 0.13082500000000002 -0.080389999999999989 0.24564500000000003 -0.52595999999999987 0.089875000000000024 -0.56176499999999996 0.085730000000000015 0.048635000000000005 0.080930000000000016 0.075045000000000014 0.08696000000000001 0.16540500000000002 -0.019414999999999998 0.088850000000000012 0.40674500000000008 0.089200000000000015 0.30112000000000005 0.087205000000000019 -0.008624999999999999 -0.12711499999999995 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 -6 11 12 20 16 13 -7 22 -14 -15 -5 18 21 24 -4 29 23 26 25 -3 28 -28 -1 -16
right_child=1 2 9 10 6 8 -8 -9 -10 -11 -12 -13 14 15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0026797526540300728 0.0022019850009543361 0.0012667162661483019 0.00066899122985100679 0.0010863707455372334 0.0019819261125692111 0.0013988412795492499 0.0012069474504117783 0.0027052530140222499 0.0015051086010476119 0.0013728185242510445 0.0020673027988089496 0.0015871839681145278 0.0024255559708341867 0.0021332974741529167 0.0021560875448807439 0.001623778302292165 0.0016052967953339079 0.001587723287702867 0.0023386974138878691 0.00074515816928371226 0.00019929562556819034 0.0017168377549958706 0.0021752374868101833 0.0018504934799622149 0.0008499329998794895 0.00094262287795079903 0.0022553558518834025 0.0017812374103813942 0.0023109873754774603 0.0019664982082031254
leaf_weight=27 71 173 150 38 82 21 37 67 48 26 28 23 38 270 166 20 31 20 73 30 22 38 409 22 35 47 94 28 788 199
leaf_count=27 71 173 150 38 82 21 37 67 48 26 28 23 38 270 166 20 31 20 73 30 22 38 409 22 35 47 94 28 788 199
internal_value=0 0.00121767 0.00110158 0.00215342 0.00129387 0.00217892 0.00174097 0.00223793 0.00200789 0.000709225 0.00153537 0.0022193 0.00205137 0.00222807 0.00207703 0.00209816 0.00131951 0.00205033 0.00206977 0.00110718 0.000608914 0.00202105 0.00225561 0.00228989 0.00114978 0.00119748 0.0023002 0.00214654 0.0023232 0.00205272
internal_weight=0 673 602 2448 404 2351 119 1748 603 198 97 1681 555 1658 534 290 69 496 476 285 172 403 1368 959 255 220 937 122 815 365
internal_count=3121 673 602 2448 404 2351 119 1748 603 198 97 1681 555 1658 534 290 69 496 476 285 172 403 1368 959 255 220 937 122 815 365
is_linear=0
shrinkage=0.00188464


Tree=2800
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 4 12 133 376 2 124 159 483 52 42 42 0 15 15 3 13 12 132 49 0 16 13 1 13
split_gain=6.57742 1.55943 0.916557 0.73549 0.628907 0.583458 0.555373 0.466034 0.3999 0.394495 0.366241 0.409823 0.369357 0.587856 0.350891 0.417065 0.699225 0.683527 0.463467 0.400003 0.392932 0.359704 0.402593 0.346701 0.319421 0.369392 0.530656 0.337464 0.308704 0.3768
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.092365000000000017 0.088105000000000003 -0.011559999999999999 0.10016000000000001 0.089200000000000015 0.088235000000000008 0.14122000000000004 -0.076779999999999987 0.0089800000000000019 -0.06916499999999999 -0.56368999999999991 0.075730000000000006 -0.047899999999999991 -0.030209999999999997 0.094035000000000007 -0.09095499999999998 -0.11171999999999999 -0.013024999999999998 0.090695000000000012 0.089365000000000014 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.059629999999999996 0.086920000000000011 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 28 8 -7 -8 23 -10 11 -6 14 -14 -13 16 21 18 19 -18 -17 -16 -23 -3 -4 26 -26 -27 29 -1
right_child=1 2 24 -5 10 6 7 -9 9 -11 -12 12 13 -15 15 20 17 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0064478720613017192 0.0048421781183587082 0.0027555941256819107 -0.00046597886808242905 0.0013280807687323028 0.0027541368986449565 0.0058010703803399377 0.0045389561583318158 0.0021500390727367553 -0.00040022411002456023 0.0027262271159558221 0.0025477406814889613 0.0064314192385934964 0.0028411727074292106 0.0060672169941393024 0.0065399751662228341 0.006608927212249485 0.0041991967150805266 0.00048896565180789071 0.0055937385875476902 0.00083138665446463021 0.0043835007818275465 0.006185303395135038 0.0035955277789463218 0.00031815877503225525 0.0012503143456562592 -0.0010214933586788542 0.0044417955277716659 0.0017369786860610996 0.0044041728690633122 0.0048926938990190919
leaf_weight=52 90 267 31 22 52 31 43 66 31 22 41 22 23 83 21 28 22 36 23 23 262 23 114 20 46 26 26 31 434 1110
leaf_count=52 90 267 31 22 52 31 43 66 31 22 41 22 23 83 21 28 22 36 23 23 262 23 114 20 46 26 26 31 434 1110
internal_value=0 0.00264141 0.00233192 0.00457787 0.00460805 0.00272206 0.00369222 0.00309246 0.00232258 0.000897548 0.00419 0.00428199 0.00439882 0.00536723 0.00421999 0.00413185 0.00361548 0.00247849 0.00353177 0.00247787 0.00459837 0.00436387 0.00403031 0.00258574 0.00116152 0.00155263 0.00240279 0.000478728 0.00481052 0.00496229
internal_weight=0 730 640 2391 2369 480 140 109 340 53 773 732 680 106 574 552 262 104 68 45 290 158 137 287 160 129 72 57 1596 1162
internal_count=3121 730 640 2391 2369 480 140 109 340 53 773 732 680 106 574 552 262 104 68 45 290 158 137 287 160 129 72 57 1596 1162
is_linear=0
shrinkage=0.017856


Tree=2801
num_leaves=31
num_cat=0
split_feature=1 4 155 150 4 0 2 1 123 14 51 16 2 12 52 4 13 40 43 13 0 2 0 0 483 41 43 13 4 51
split_gain=5.32771 1.26408 0.808724 0.671164 0.595747 0.550638 0.517751 0.475271 0.431013 0.39169 0.398178 0.404068 0.451808 0.361854 0.360872 0.691392 0.418478 0.360819 0.339975 0.380158 0.33732 0.328196 0.323253 0.333408 0.343489 0.314131 0.356881 0.404605 0.307848 0.30687
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 0.092390000000000014 0.40124500000000002 -0.026509999999999995 0.094835000000000017 0.13075500000000004 1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.079734999999999986 0.086885000000000004 0.093965000000000007 -0.046924999999999988 -0.0086549999999999978 -1.0000000180025095e-35 -0.078554999999999986 -0.0040649999999999983 -0.0075049999999999987 0.041630000000000007 0.14122000000000004 0.024095000000000002 -0.036484999999999997 0.093585000000000015 0.083975000000000008 -0.14169499999999999 0.11596500000000001 -0.51253999999999988 -0.12794499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 14 9 17 21 10 28 18 -13 -4 29 -16 -17 -3 -12 -20 -7 25 23 24 -9 26 27 -8 -1 -2
right_child=1 7 13 -5 -6 20 8 22 -10 -11 11 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0078346297767253256 0.0050013001016073512 0.00035816708597164598 0.0082161613333326979 0.0012238798507652462 0.001428461465988284 -0.00058719037733286734 0.0087898520559433636 0.00033838496511713704 0.0023446398487878702 0.0066876166918206324 0.0058775018906380757 0.00017040192714440764 0.0039764563056678562 0.0047418055236835704 0.0069708426964869372 0.0049384893259570911 0.0017746636312834885 0.0030540210348955752 0.0018142917549316673 0.0050752786885101082 0.0031652474186156941 0.0027403074038609854 -0.0012037771979689648 0.0039366426950094647 0.0034466168067507365 0.0021600131564099385 0.0046399528306466098 0.004927808917069813 0.0051687196238915023 0.0025572936284354907
leaf_weight=20 32 27 20 63 22 20 21 85 42 72 73 20 49 43 45 47 32 139 27 41 24 41 26 20 20 21 477 30 1435 87
leaf_count=20 32 27 20 63 22 20 21 85 42 72 73 20 49 43 45 47 32 139 27 41 24 41 26 20 20 21 477 30 1435 87
internal_value=0 0.00284105 0.00361903 0.0032184 0.00492388 0.00365622 0.00495634 0.00182747 0.00443333 0.00514663 0.00507999 0.00421135 0.00287325 0.00584478 0.00405396 0.00485957 0.00365694 0.00261554 0.00486617 0.00378048 0.00145959 0.00458202 0.000961124 0.00141142 0.000930429 0.00471956 0.00482136 0.00651806 0.00520536 0.00321451
internal_weight=0 730 413 350 2391 287 2369 317 632 1737 1665 210 69 63 243 124 79 166 141 68 44 590 151 125 105 549 528 51 1455 119
internal_count=3121 730 413 350 2391 287 2369 317 632 1737 1665 210 69 63 243 124 79 166 141 68 44 590 151 125 105 549 528 51 1455 119
is_linear=0
shrinkage=0.0213396


Tree=2802
num_leaves=31
num_cat=0
split_feature=1 52 2 41 9 10 0 0 16 124 42 4 3 15 0 40 15 10 4 2 16 158 2 3 3 16 4 0 16 1
split_gain=4.31545 1.02842 0.71325 0.719134 0.654466 0.737033 0.780657 0.554337 0.464875 0.39933 0.468004 0.364702 0.360696 0.342886 0.411958 0.594378 0.630845 0.3168 0.30493 0.499346 0.302877 0.350572 0.424 0.302657 0.280622 0.279636 0.276455 0.429221 0.426869 0.5121
threshold=0.10312500000000001 -0.40967499999999996 0.11682500000000001 0.088820000000000024 -1.0000000180025095e-35 0.058500000000000003 -0.13843999999999998 0.22582000000000002 -0.0073349999999999986 -0.076779999999999987 -0.0060199999999999993 -0.15764999999999998 0.0022600000000000003 -0.026084999999999994 -0.10474999999999998 -0.064864999999999992 -0.41942499999999994 -0.0026549999999999994 0.042705000000000007 0.13913500000000004 -0.44310499999999992 0.086290000000000019 0.092635000000000009 -0.14186499999999996 0.10299500000000002 -0.5315899999999999 -0.42529999999999996 0.041630000000000007 0.18438500000000005 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 11 17 6 8 9 12 10 -1 -4 -6 14 -13 -16 -17 -3 19 24 21 22 -20 -8 26 -14 28 -28 -11 -30
right_child=1 2 3 -5 5 -7 23 -9 -10 18 -12 13 25 -15 15 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0039236529846470693 0.0037742797925829205 0.0015705070736533953 0.0028289252893600961 0.0043135999893353285 0.00076166724972714819 0.00061514911967306459 0.0057883572101872938 0.0007879108068147364 -0.00011403464144979378 0.0067087783811820168 0.0013881462622582041 0.0019338206888889354 0.0016872970743333302 -0.00084471518273896654 0.002007899618936397 0.00092059179155903415 -0.0021529134911377713 -0.0010004591268707071 0.0012334819421137917 0.0010114523767140195 0.0027512623226731698 0.0058806878916145052 0.0041587897730025825 0.0035535451499493971 0.0023493364718185287 0.0042183949983702184 0.0037519984963475354 0.001487630532534699 0.0022683224026653153 0.0052483489430539074
leaf_weight=37 90 48 27 20 23 43 21 21 25 23 51 82 20 35 42 42 37 20 20 20 205 21 54 119 42 36 1802 25 29 41
leaf_count=37 90 48 27 20 23 43 21 21 25 23 51 82 20 35 42 42 37 20 20 20 205 21 54 119 42 36 1802 25 29 41
internal_value=0 0.00205646 0.00181489 0.00117544 0.00232825 0.00268695 0.00305206 0.00356408 0.00192573 0.00358868 0.00245421 0.000938597 0.00257122 0.000724148 0.000994641 0.000358172 -0.000518898 0.000814341 0.00363243 0.00370962 0.00312249 0.00392357 0.00336817 0.00388877 0.00373712 0.00331443 0.00376748 0.00372101 0.00468027 0.00401377
internal_weight=0 730 640 285 355 287 244 2391 104 2370 88 265 79 238 203 121 79 68 2282 1982 300 95 74 140 1962 56 1920 1827 93 70
internal_count=3121 730 640 285 355 287 244 2391 104 2370 88 265 79 238 203 121 79 68 2282 1982 300 95 74 140 1962 56 1920 1827 93 70
is_linear=0
shrinkage=0.0171627


Tree=2803
num_leaves=31
num_cat=0
split_feature=1 3 12 15 148 15 46 3 3 1 16 0 0 2 4 132 0 1 43 402 1446 402 50 133 4 13 1454 48 15 1213
split_gain=3.52336 0.636752 0.608513 0.73958 0.572944 0.614764 0.479082 0.565276 0.445159 0.487987 0.413313 0.380405 0.379981 0.364983 0.347629 0.339474 0.317775 0.377298 0.691712 0.370195 0.427865 0.409814 0.354687 0.375677 0.339956 0.43598 0.350867 0.368956 0.364036 0.333246
threshold=0.11146500000000002 0.31299000000000005 0.051320000000000005 0.035560000000000008 -0.078044999999999989 -0.24436499999999997 0.084955000000000017 0.12178000000000001 -0.11171999999999999 0.093575000000000019 0.0028900000000000006 -0.069444999999999993 -0.14454499999999995 0.11548000000000001 0.053180000000000012 0.10365500000000001 -0.085669999999999982 0.08844500000000001 0.0034250000000000005 0.08865000000000002 0.11402000000000001 0.113945 0.10803500000000001 0.11269500000000002 -0.51843499999999987 -0.091904999999999987 0.096235000000000015 0.10184000000000001 -0.07879499999999999 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 -6 7 8 -1 -10 11 12 -11 -7 16 -3 17 22 -19 20 24 -21 23 -4 -18 -26 27 28 -27 -30
right_child=1 15 14 -5 5 13 -8 -9 9 10 -12 -13 -14 -15 -16 -17 19 18 -20 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00069121569814029147 -0.00045231854187990618 -0.00011204983296798698 0.0039992057350177303 0.0044986228147912829 0.0012561787686937655 0.0032089421871775298 0.0048589406976431247 -0.00031353902265089136 0.0031362932798414786 0.001174104672124124 0.0036067970207271055 -0.00069016545903219958 0.0033407589525717759 0.0017843922298568825 0.0026144181285424201 0.0020305009303792946 0.0050925350251471661 0.003607478263893842 -0.00024132668030072205 0.0050550990475275821 0.0006984619696661829 0.003196831489485462 0.0026334411576800585 0.002239068869804896 0.0012049173346247283 0.0044021859156802914 0.0011596432041490678 0.0012698985945809676 0.0039791627318992145 0.0029863806677812091
leaf_weight=41 28 83 476 49 160 127 20 24 184 75 31 20 33 85 249 28 23 39 20 56 22 84 75 37 36 66 26 29 109 786
leaf_count=41 28 83 476 49 160 127 20 24 184 75 31 20 33 85 249 28 23 39 20 56 22 84 75 37 36 66 26 29 109 786
internal_value=0 0.00155594 0.00308379 0.00254049 0.00186883 0.00204354 0.00231631 0.00219167 0.00234825 0.00254632 0.00186359 0.0014414 0.00183614 0.00263778 0.00320528 0.000428413 0.00328337 0.00358553 0.0023028 0.00312533 0.00302135 0.00394014 0.00371424 0.00387226 0.00306888 0.00302464 0.00308912 0.00313979 0.00319622 0.00310729
internal_weight=0 511 2610 477 400 372 428 408 384 343 159 128 108 212 2133 111 1884 647 59 1237 1097 140 588 513 1075 1052 1016 990 961 895
internal_count=3121 511 2610 477 400 372 428 408 384 343 159 128 108 212 2133 111 1884 647 59 1237 1097 140 588 513 1075 1052 1016 990 961 895
is_linear=0
shrinkage=0.0168261


Tree=2804
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 48 43 3 4 12 10 124 130 43 16 3 0 0 151 3 3 1420 48 160 12 1447 3 1213 402
split_gain=2.89799 0.697548 0.532964 0.517099 0.590647 0.428894 0.413446 0.507713 0.366319 0.352469 0.352038 0.326746 0.338646 0.390839 0.318475 0.311518 0.288778 0.285783 0.280474 0.365195 0.352906 0.340251 0.327643 0.374453 0.511489 0.362066 0.641514 0.589486 0.306996 0.381282
threshold=0.11690500000000002 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 0.30112000000000005 0.083685000000000009 -0.088249999999999981 0.12178000000000001 0.053180000000000012 -0.42850999999999995 -0.005834999999999999 0.0049200000000000008 -0.0060099999999999989 -0.085474999999999982 0.061255000000000011 -0.11171999999999999 -0.060129999999999996 -0.086074999999999985 -0.088054999999999981 -0.045649999999999989 -0.15447499999999995 -0.080064999999999983 0.093265000000000015 -0.059339999999999997 0.083935000000000023 -0.083899999999999988 -0.087429999999999994 0.104315 -0.0063199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 7 -4 16 18 -7 -2 13 -13 -8 17 -6 -15 19 -3 22 -21 -20 25 -25 27 -27 -24 29 -23
right_child=5 9 3 -5 8 10 14 -9 -10 -11 -12 12 -14 15 -16 -17 -18 -19 20 21 -22 28 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00032405763446575228 0.00029792739796439182 0.0016924589282206256 0.0013953407476244521 0.0040400483160461268 0.00083995365666344633 0.0014876834494687084 0.0033120058920688418 -0.0010777145784319686 0.0012008879836689816 0.0020972868018762766 -0.00041629627232007239 -6.2610740229984593e-05 -0.00013379830375516357 0.0021446839590726933 0.0012745420403465959 0.0029269625995575108 0.002697062960358312 0.00063324504590194343 0.0040008690219027476 0.0045194894174197331 0.00059585706914169496 0.0044814600739496481 0.0027366568116494946 -0.00054122505613083338 0.0023717571049886249 0.0045858508781191553 0.0025966374820717095 -0.0004619645649194331 0.0014148814007401034 0.0029286873855495178
leaf_weight=22 53 49 51 30 21 34 28 31 55 275 67 23 23 82 49 62 263 45 37 35 21 40 32 21 42 39 1091 23 28 449
leaf_count=22 53 49 51 30 21 34 28 31 55 275 67 23 23 82 49 62 263 45 37 35 21 40 32 21 42 39 1091 23 28 449
internal_value=0 0.00248509 0.00200005 0.00209689 0.00197983 0.00107916 0.00121347 0.000460405 0.00233928 0.00260735 0.000224647 0.00137884 0.00162261 0.00181317 0.00201544 0.00204144 0.00255974 0.00160913 0.00268091 0.00295336 0.00255553 0.00306529 0.00258755 0.00254565 0.00140076 0.00260652 0.00266529 0.00139905 0.00296684 0.0030557
internal_weight=0 2732 550 528 498 389 159 82 339 2182 101 288 235 212 77 189 284 127 1907 601 1306 552 1285 1248 63 1185 1130 55 517 489
internal_count=3121 2732 550 528 498 389 159 82 339 2182 101 288 235 212 77 189 284 127 1907 601 1306 552 1285 1248 63 1185 1130 55 517 489
is_linear=0
shrinkage=0.01524


Tree=2805
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 1 14 2 159 2 3 3 13 52 1 1 2 1 3 151 47 16 4 52 43 41 4 0
split_gain=105.569 17.1356 9.88733 9.20639 6.4248 5.7987 4.28723 3.01384 2.98016 2.93408 2.91259 2.48718 1.87882 2.65522 1.51514 1.23433 1.22882 1.18303 1.85943 1.08055 1.03756 1.0941 1.02508 0.989679 0.951285 0.833886 0.777767 0.755877 0.842192 1.22405
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.40124500000000002 0.077845000000000011 0.062655000000000016 0.10672500000000001 -1.0000000180025095e-35 0.089775000000000008 0.31370500000000007 0.076840000000000006 -0.47860499999999995 -0.56176499999999996 0.090540000000000023 0.089770000000000016 0.097845000000000015 0.11588000000000001 -0.11255999999999998 -1.0000000180025095e-35 0.090100000000000013 0.11346000000000002 -0.036839999999999991 -0.16675999999999999 -0.080324999999999994 0.081560000000000007 -0.49405499999999997 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 5 4 6 22 8 -5 11 19 -4 16 13 20 -14 -13 -1 27 -19 -7 -12 -22 -3 -6 -2 -10 -9 28 -17 -30
right_child=1 2 10 7 23 9 -8 26 25 -11 12 15 14 -15 -16 17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018799155569732095 0.0019256872517717483 0.00090109756362765985 0.0012116151943194304 0.0017332232344240337 0.00093835947490793128 0.0018287679509161215 0.0010798931805718326 0.0011740376669436576 0.001828628534395055 0.00097340638198979397 0.00089099709338916547 0.0020155835874980381 0.00056984647669531456 0.0011413688958013199 9.00566674718949e-05 0.0020119178852226905 0.001743347532689038 0.0010967587037304214 0.0017053183523618389 0.001403144937580185 0.000876905131872822 0.00042216701199594556 0.0012334187075099977 0.0014401222821069514 0.0015039817003120507 0.0022351841211757 0.00076659628309651946 0.0014052827503713641 0.0017518666045190274 0.0014178001448725628
leaf_weight=1081 50 191 26 28 26 40 24 49 20 28 28 45 53 34 32 35 245 23 45 33 20 81 33 22 24 65 20 20 665 35
leaf_count=1081 50 191 26 28 26 40 24 49 20 28 28 45 53 34 32 35 245 23 45 33 20 81 33 22 24 65 20 20 665 35
internal_value=0 0.000998478 0.000900828 0.00177711 0.0017988 0.00110622 0.00181194 0.00125144 0.00181965 0.00145257 0.000657204 0.00180725 0.00059908 0.000708516 0.00038922 0.0017348 0.00185468 0.00171944 0.00149948 0.00163636 0.000594431 0.000512214 0.000950056 0.00116833 0.00178892 0.00213952 0.00105594 0.00173925 0.00174834 0.00173516
internal_weight=0 673 599 2448 2351 325 2303 97 2279 101 274 2194 248 163 85 868 1326 823 68 73 129 101 224 48 74 85 69 755 735 700
internal_count=3121 673 599 2448 2351 325 2303 97 2279 101 274 2194 248 163 85 868 1326 823 68 73 129 101 224 48 74 85 69 755 735 700
is_linear=0
shrinkage=0.00174112


Tree=2806
num_leaves=31
num_cat=0
split_feature=4 3 1375 49 2 2 3 149 34 42 96 12 2 160 15 16 52 14 12 12 41 43 1428 41 43 11 52 52 0 49
split_gain=2.82631 0.823718 0.68832 0.545075 0.471077 0.444677 0.392663 0.373033 0.349113 0.347991 0.339248 0.307805 0.294843 0.378061 0.492727 0.659412 0.275376 0.269703 0.262372 0.341576 0.353552 0.485141 0.272352 0.276483 0.734534 0.478616 0.360381 0.316447 0.354932 0.490404
threshold=0.27287000000000006 -0.065819999999999976 -0.27302499999999996 0.14321000000000003 0.25063000000000007 -0.0091949999999999983 0.30112000000000005 0.07770500000000001 -1.0000000180025095e-35 0.11649000000000002 0.086715000000000014 1.0000000180025095e-35 0.11682500000000001 -0.077849999999999989 -0.41942499999999994 -0.5335399999999999 0.12603000000000003 0.019675000000000002 0.08598500000000002 0.085885000000000017 0.075585000000000013 0.016310000000000002 -0.066124999999999989 0.077565000000000009 -0.10603999999999998 1.0000000180025095e-35 -0.24164999999999998 1.0000000180025095e-35 -0.08867499999999999 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 5 7 8 9 10 -4 17 12 -1 13 -2 -15 -16 -5 -7 19 20 21 -13 -20 25 -25 27 -27 28 29 -24
right_child=4 2 3 16 -6 6 -8 -9 -10 -11 -12 18 -14 14 15 -17 -18 -19 22 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.001236799640075966 0.0031603857632288863 -0.0005285282681142617 0.0017080551804873911 0.0014789827294522679 -0.0010398673023049769 0.0024786443904388543 0.0011178616994425765 0.0028458905980313573 -0.00062763528687630849 0.001315993071060886 -0.00085103370065521371 0.0027981531131928807 0.00064223878308980248 -8.1454207466533221e-05 0.00077957457011512481 0.0037540845146972423 -0.00083413906807745439 0.0039688987820869874 0.00074606445281986478 0.0046089776716489728 0.0041115192707521717 0.00088919010733496306 -0.00056274991408729509 -0.00074899489167077964 0.0033003950549893878 0.002957202228460255 0.0049944112244861422 0.0027010589228435395 0.0023991625360504838 0.0019445340366665456
leaf_weight=39 28 24 50 27 24 416 56 26 20 55 21 417 143 41 41 28 20 29 20 24 41 32 21 20 20 63 28 658 587 102
leaf_count=39 28 24 50 27 24 416 56 26 20 55 21 417 143 41 41 28 20 29 20 24 41 32 21 20 20 63 28 658 587 102
internal_value=0 0.00240215 0.00195783 0.0020465 0.000980775 0.00216301 0.00230431 0.00112863 0.00104072 0.00243719 0.000980783 0.00255161 0.00111768 0.00161035 0.00121579 0.00198662 0.000494676 0.00257576 0.00257683 0.00286862 0.00278338 0.0026621 0.0024781 0.0025012 0.0012757 0.0025348 0.00358404 0.00246501 0.00224624 0.00151646
internal_weight=0 2769 697 673 352 626 556 328 70 500 302 2072 281 138 110 69 47 445 2033 514 490 449 1519 1499 40 1459 91 1368 710 123
internal_count=3121 2769 697 673 352 626 556 328 70 500 302 2072 281 138 110 69 47 445 2033 514 490 449 1519 1499 40 1459 91 1368 710 123
is_linear=0
shrinkage=0.0149411


Tree=2807
num_leaves=31
num_cat=0
split_feature=1 12 1456 132 150 3 43 43 4 1 3 52 4 151 4 16 2 4 1209 401 130 42 128 133 16 3 52 42 480 3
split_gain=2.29611 0.665908 0.457179 0.412321 0.447751 0.309952 0.439513 0.351792 0.420465 0.349416 0.289869 0.33195 0.273611 0.26216 0.246942 0.240528 0.392836 0.341207 0.300135 0.284576 0.257169 0.269061 0.2869 0.290516 0.397445 0.400913 0.379456 0.314208 0.48698 0.387423
threshold=0.12000500000000001 0.051320000000000005 -0.077604999999999993 0.092395000000000019 0.12314500000000002 0.12178000000000001 -0.078654999999999989 -0.14792499999999997 1.0000000180025095e-35 0.10984500000000001 0.30112000000000005 0.056145000000000007 -0.034939999999999992 -0.092724999999999988 0.053180000000000012 -0.083539999999999989 0.084855000000000014 0.0045450000000000013 -0.085744999999999988 0.080710000000000018 0.11957000000000002 0.11551500000000002 0.11170500000000001 0.082925000000000013 -0.071854999999999988 -0.081924999999999984 0.08734500000000002 0.10077000000000001 -0.063594999999999985 -0.064674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 -7 12 -12 -2 -8 15 16 -3 19 -17 -18 21 22 23 27 25 26 -25 28 -20 -30
right_child=10 14 3 -5 -6 9 13 8 -10 -11 11 -13 -14 -15 -16 18 17 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0037583705037912388 0.0025608659499355649 0.003316839767371725 0.0026900877604961763 -0.00028948897218172864 -0.00053657337369572686 -0.00091436361592816119 0.0041439594754546991 0.0015451870259856008 -0.00061296550037697232 0.0017388784152425397 -0.00050422664934453114 0.0015347477711495526 0.00099435328808238749 0.002307473908135382 0.002024865346260393 0.00087438730867843049 0.0019501708396298379 0.0040327798447280976 1.7207795998150325e-05 0.0034628842556948848 0.00095169918877499409 0.0017125403366045442 0.00099509716386743797 0.0042361694538302673 0.0026896584240423309 0.0059092230882424671 0.0016756749326942485 0.0042527215600271385 0.0024859082522794441 0.00047320246163004218
leaf_weight=31 34 235 40 25 20 20 22 83 33 37 64 31 205 268 291 32 196 30 23 39 29 107 30 41 402 20 24 23 660 26
leaf_count=31 34 235 40 25 20 20 22 83 33 37 64 31 205 268 291 32 196 30 23 39 29 107 30 41 402 20 24 23 660 26
internal_value=0 0.00233583 0.00184765 0.00173956 0.00183655 0.00193091 0.00207443 0.00138222 0.00093123 0.000807916 0.000916822 0.000161123 0.0012172 0.00244679 0.00246385 0.00253048 0.00283545 0.00240856 0.00242287 0.00220122 0.00245865 0.00249088 0.00255756 0.00259601 0.00290211 0.00390687 0.00329076 0.00239236 0.00233201 0.00240962
internal_weight=0 2787 579 548 523 503 446 156 116 57 334 95 239 290 2208 1917 500 265 1417 235 1385 1356 1249 1219 487 85 65 732 709 686
internal_count=3121 2787 579 548 523 503 446 156 116 57 334 95 239 290 2208 1917 500 265 1417 235 1385 1356 1249 1219 487 85 65 732 709 686
is_linear=0
shrinkage=0.0161728


Tree=2808
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 2 150 43 2 14 4 16 49 13 3 3 43 50 4 2 1 3 4 1 3 15
split_gain=97.5884 11.4613 10.9423 6.53512 6.04717 4.94767 3.67062 3.5285 3.31552 3.16197 3.10244 2.52254 2.20029 2.15461 1.89081 1.35034 1.3273 1.13969 1.15844 1.09646 1.37595 1.06995 1.00489 1.11123 2.60255 0.941248 1.92015 0.913132 0.846681 1.30517
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 0.11362000000000001 0.10803500000000001 0.09487000000000001 -0.066504999999999995 0.087470000000000006 0.076175000000000007 -0.0086549999999999978 -0.073404999999999984 -0.012034999999999999 -1.0000000180025095e-35 0.12745000000000004 0.095270000000000007 -0.083134999999999987 0.041865000000000006 -0.50262499999999988 0.088850000000000012 0.081315000000000012 -0.15713499999999997 -0.15289999999999995 0.12000500000000001 0.10542000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 7 13 27 10 -9 11 12 -1 22 15 -8 -2 -11 -19 20 -6 -7 -4 -24 -25 -17 -27 -3 29 -13
right_child=1 5 6 -5 19 21 14 9 -10 17 -12 28 -14 -15 -16 25 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00066751090113921984 0.00088305854692239554 0.00063450463973767791 0.0018868967766660848 0.00063289966983433592 0.00085853536899225939 0.00012502859454671504 0.0015573269705364678 0.0011619920652288195 0.00077131021474233176 0.0005275135930094089 0.00076959214541492743 0.0014118571561507654 0.0013190856733867207 0.0018929966468192879 0.0012735651384591562 0.0016091448955228055 0.0013587373919961476 0.00063792759068959125 0.0010894967531390443 0.0010252832406168052 0.00030828354241130664 0.00051297833385815974 0.0015464038680044149 0.0014704940576846302 0.00084460303721137664 0.0010092499954592947 0.0014033207769906658 0.0002533170175313386 0.001171470887261336 0.0016999607402799503
leaf_weight=21 20 24 21 74 35 85 203 42 31 94 24 111 47 46 252 48 92 41 26 39 20 26 904 267 20 39 309 66 21 73
leaf_count=21 20 24 21 74 35 85 203 42 31 94 24 111 47 46 252 48 92 41 26 39 20 26 904 267 20 39 309 66 21 73
internal_value=0 0.000675057 0.00143085 0.00101881 0.00118486 0.000516792 0.00148007 0.000630781 0.0012921 0.000753064 0.00134646 0.00139718 0.00111786 0.00153749 0.00139518 0.00144635 0.00127379 0.000646386 0.000813163 0.000810643 0.000658444 0.0002159 0.001524 0.0015176 0.00142688 0.00138946 0.00135916 0.000354967 0.00148983 0.00152616
internal_weight=0 590 2531 186 422 404 2109 293 328 203 297 273 68 1258 851 599 112 161 67 94 55 111 1212 1191 287 396 348 90 205 184
internal_count=3121 590 2531 186 422 404 2109 293 328 203 297 273 68 1258 851 599 112 161 67 94 55 111 1212 1191 287 396 348 90 205 184
is_linear=0
shrinkage=0.00167351


Tree=2809
num_leaves=31
num_cat=0
split_feature=4 2 3 150 49 2 2 15 0 149 48 3 3 160 34 96 11 42 1444 4 133 128 1204 0 1 49 52 2 1204 0
split_gain=2.29973 0.664669 0.557854 0.448119 0.496433 0.395836 0.389571 0.354383 0.320516 0.306305 0.294803 0.3168 0.305316 0.289189 0.288204 0.271175 0.265896 0.261181 0.329016 0.719257 0.298065 0.286593 0.25557 0.252938 0.286184 0.256441 0.244746 0.291632 0.778479 0.332658
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 0.12244500000000001 0.14321000000000003 -0.0091949999999999983 0.25063000000000007 -0.15914499999999995 -0.070154999999999981 0.07770500000000001 -0.089099999999999999 0.30112000000000005 0.12745000000000004 -0.54200499999999985 -0.085489999999999997 0.086715000000000014 0.10334500000000001 -0.14723999999999998 -0.083894999999999983 -0.51253999999999988 0.088625000000000009 0.11170500000000001 -1.0000000180025095e-35 0.034820000000000011 0.11910500000000002 -1.0000000180025095e-35 -0.56741999999999992 0.088850000000000012 -0.079429999999999987 -0.066089999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 8 9 -1 -4 15 -7 12 13 -12 -10 23 17 20 -19 -20 -9 26 -15 24 25 -2 -21 29 -29 -28
right_child=6 -3 3 -5 -6 10 -8 16 14 -11 11 -13 -14 22 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0039889618012892009 0.00036104961475884182 2.1681038926924402e-05 0.0026390480835185768 -0.00019774108434473053 0.00035439726989900739 0.0038252532196702961 -0.0010736302023139396 0.0042780214767280588 0.0017262900650240143 0.00274530429613459 0.0038585642316942429 0.00084381149831213459 0.003746582039985256 0.0037461268071644011 -0.0008156231316459356 -0.00085684946182646229 0.00059572651593405078 0.00041979739471406056 0.0049389066188574573 0.0038876286252213527 0.0021338705818293043 0.00079018186200906573 0.0020400532325382612 0.0026010909476651286 0.00038080101265647071 0.0019621790499648795 0.0026362380059062073 -0.00093610805131850343 0.0022356947884105529 0.001367068607474841
leaf_weight=40 38 33 21 24 43 30 24 43 20 26 26 43 35 24 28 21 20 21 30 30 28 28 533 25 134 84 1032 21 559 57
leaf_count=40 38 33 21 24 43 30 24 43 20 26 26 43 35 24 28 21 20 21 30 30 28 28 533 25 134 84 1032 21 559 57
internal_value=0 0.00230321 0.00233073 0.00197987 0.00204495 0.0021406 0.000915382 0.00248273 0.000972585 0.00106092 0.00225724 0.00218607 0.00227946 0.00219139 0.000243507 0.000915906 0.00245049 0.00247055 0.00243214 0.0024562 0.00343244 0.00241307 0.00211356 0.00104839 0.000896759 0.00146347 0.00243981 0.00241379 0.00212085 0.00256981
internal_weight=0 2769 2736 827 803 760 352 1909 69 328 691 661 618 583 48 302 1869 1849 1778 1757 71 1727 557 281 256 122 1699 1669 580 1089
internal_count=3121 2769 2736 827 803 760 352 1909 69 328 691 661 618 583 48 302 1869 1849 1778 1757 71 1727 557 281 256 122 1699 1669 580 1089
is_linear=0
shrinkage=0.0161728


Tree=2810
num_leaves=31
num_cat=0
split_feature=4 2 52 4 9 14 3 16 2 51 4 0 401 15 4 393 123 484 52 475 1447 1447 475 3 133 155 155 133 16 42
split_gain=1.86429 0.542691 0.413434 0.467033 0.368476 0.44309 0.376059 0.329354 0.322526 0.31691 0.291774 0.512507 0.340953 0.759841 0.322733 0.2931 0.291512 0.280225 0.453514 0.326065 0.279747 0.33947 0.325462 0.329425 0.304548 0.272722 0.412683 0.348207 0.261593 0.524252
threshold=0.27044500000000005 0.12043500000000001 -0.42635499999999998 0.098655000000000007 -1.0000000180025095e-35 -0.24175999999999997 0.31299000000000005 0.24134000000000003 0.25063000000000007 -1.0000000180025095e-35 -0.082249999999999976 -0.019414999999999998 0.080190000000000011 0.085035000000000013 -0.55119499999999988 0.10159000000000001 0.083855000000000013 0.096415000000000015 0.039215000000000007 -0.072374999999999981 -0.054404999999999988 -0.080289999999999986 -0.084169999999999981 0.10893000000000001 -0.0047949999999999989 0.10454000000000001 0.083440000000000014 0.08784500000000002 -0.011989999999999999 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 16 -6 10 9 17 -4 12 15 14 -14 -7 20 -1 18 19 -2 21 -12 24 25 -22 26 -24 -28 29 -16
right_child=8 2 3 -5 5 6 -8 -9 -10 -11 11 -13 13 -15 28 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00075786821029706251 0.0026616127954335886 0.003085861816467271 -0.00089146905515291662 0.0031107114797450292 0.0045614691917957081 0.0044067565079795156 0.0003136813985205505 -0.0012914774138208769 -0.000966267064096422 0.0013018400836612553 0.0023765765581340173 -0.000516033679909928 -0.00048049999449786157 0.0031002960828391364 0.0025592828893109829 0.0036724344027633284 0.0017985924640995471 -0.00060762826068273964 0.0022675367820198756 0.0005978693030817691 0.00096749507497528983 0.0043877385386929301 0.0019288851781305418 -0.00014149381150599944 0.0030322409929736329 0.00042320018999430153 0.0047222621732539508 0.0019577056940114873 0.0020924473105129347 0.0045741135480906921
leaf_weight=20 22 27 21 22 20 24 29 21 24 96 141 20 31 31 304 30 28 27 69 223 22 26 1336 20 124 30 26 22 247 38
leaf_count=20 22 27 21 22 20 24 29 21 24 96 141 20 31 31 304 30 28 27 69 223 22 26 1336 20 124 30 26 22 247 38
internal_value=0 0.00207587 0.0012347 0.000922315 0.00213709 0.00216382 0.00214465 0.00057344 0.000845874 0.000908169 0.00216613 0.00205844 0.00245281 0.0013099 0.00256841 0.00208742 0.000733401 0.000973415 0.00110936 0.000783185 0.0020602 0.00268969 0.00199366 0.0019196 0.00272111 0.00194875 0.00198182 0.00345517 0.0024935 0.00278315
internal_weight=0 2756 187 160 2569 2521 2501 138 365 117 2472 1797 675 62 613 1777 48 341 314 245 1747 167 1580 1434 146 1414 1384 48 589 342
internal_count=3121 2756 187 160 2569 2521 2501 138 365 117 2472 1797 675 62 613 1777 48 341 314 245 1747 167 1580 1434 146 1414 1384 48 589 342
is_linear=0
shrinkage=0.0161728


Tree=2811
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 4 1 47 4 15 133 44 0 15 2 34 133 13 49 15 133 131 2 31 3 403 132 47
split_gain=91.7538 16.2558 10.2724 6.99942 5.59276 4.12417 3.62054 2.81683 2.79082 2.75838 2.72498 2.34404 1.74604 2.17631 2.47377 1.85972 1.69367 2.35287 1.39793 1.25785 1.14434 1.13832 1.09552 1.09487 1.27371 1.09455 1.06282 0.984017 1.11657 0.93012
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.062655000000000016 -0.067104999999999984 0.10171500000000001 0.13082500000000002 0.40473500000000007 0.040760000000000005 0.076280000000000014 1.0000000180025095e-35 -0.10224499999999999 -0.095869999999999983 0.13754500000000003 -1.0000000180025095e-35 -0.0097699999999999992 -0.016469999999999995 -0.069799999999999987 0.087685000000000013 0.08784500000000002 0.08844500000000001 0.31358000000000003 -0.077289999999999984 -0.047929999999999993 -0.083124999999999991 0.090145000000000017 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 6 11 -7 18 16 -6 12 13 14 15 -1 17 25 -5 -19 -17 -13 -14 24 -18 -4 -9 -16 -29 -3
right_child=1 2 9 8 10 7 -8 26 -10 -11 -12 21 22 -15 27 20 23 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016403887718776232 0.0017983790045841676 0.00085878140228643916 0.00061394953526373419 0.0017517810255598444 0.001649699013348905 0.00080276385509337031 0.0021888955827375862 0.00164804227684166 0.00066029353934508102 0.0010701195732905958 0.00097079387801636259 0.0019359079583696898 0.0019215295140530672 0.0022124190598164827 0.0013315424111989898 0.0014947981320729276 0.00036589535178545475 0.00066701436960645043 0.0012909390075259005 0.0011598705066169848 0.0009638393990285851 0.0018009567462613696 0.0017297384490090341 0.00074488083354488541 -0.00018086519270636906 1.4188190896578469e-05 0.0011777482577375795 0.0017412759234298396 0.0013575784766080515 0.001177740239390896
leaf_weight=57 76 192 22 36 74 20 85 115 20 37 31 371 196 25 26 24 74 50 75 31 40 612 251 20 20 23 21 426 30 41
leaf_count=57 76 192 22 36 74 20 85 115 20 37 31 371 196 25 26 24 74 50 75 31 40 612 251 20 20 23 21 426 30 41
internal_value=0 0.000959643 0.000855995 0.00175351 0.0010809 0.00177814 0.0018001 0.00147636 0.0013213 0.000581556 0.00144926 0.00178404 0.00172201 0.00165664 0.0016336 0.00138786 0.000506235 0.000659841 0.0014404 0.000855638 0.00116295 0.00185189 0.00181383 0.000336461 0.000249563 0.000307405 0.00157542 0.00169529 0.00171603 0.000914907
internal_weight=0 691 615 2430 338 2299 2143 156 131 277 105 2058 1075 628 603 121 240 126 111 81 64 983 447 114 94 45 136 482 456 233
internal_count=3121 691 615 2430 338 2299 2143 156 131 277 105 2058 1075 628 603 121 240 126 111 81 64 983 447 114 94 45 136 482 456 233
is_linear=0
shrinkage=0.00192234


Tree=2812
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 2 14 4 1 4 1 50 1 1 40 2 43 43 15 12 50 1 47 43 4
split_gain=112.496 18.1302 9.58901 8.58567 6.81433 5.74047 4.55483 4.04851 3.75862 3.09488 2.82188 2.11672 2.10935 1.77306 1.64478 1.7103 1.58175 1.54044 1.23557 1.22789 1.15201 1.09646 1.02767 0.971811 0.933334 0.926102 0.868889 0.802627 0.800406 0.787191
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.077845000000000011 0.089775000000000008 0.062655000000000016 -0.15464999999999998 0.122715 -0.013514999999999998 0.086920000000000011 0.041865000000000006 0.091450000000000017 0.13436000000000001 -0.077474999999999988 0.11411 0.064745000000000011 0.12266000000000001 -0.089964999999999976 0.090165000000000009 0.079410000000000008 0.14699000000000004 0.10350500000000001 -0.080324999999999994 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 19 -8 10 -4 11 17 -9 27 21 24 23 -1 -14 -3 -5 25 -23 26 29 -12 -6 -2 -11 -16
right_child=1 4 9 20 16 -7 7 12 -10 28 14 -13 18 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017193638923878852 0.0016762272614494499 0.00064576838923685197 0.0015752723248853822 0.0010705828851861336 0.00051988739981167576 0.0010222232541817879 0.0012870745726718234 0.0012850052270747606 0.0010085804909019148 0.0010307461703793041 0.0016597062240567098 0.002018577340275511 0.00077095715675072553 0.0011110800315116576 0.0017780312552436494 0.0011556434392364999 0.0006467369184766235 0.0015631277766627123 0.0003820721059607776 0.00026715444797100445 0.00066156853418245344 0.0012143228314798692 0.0016147640300485857 -0.00016040573365260735 0.0014709631034395959 0.0019139643308815778 8.7850255549779926e-05 0.001382682966030386 0.00063346761151196072 0.0015384461517395983
leaf_weight=1116 75 47 28 30 22 41 54 20 25 49 370 59 150 29 67 35 23 210 27 49 54 28 50 21 215 45 32 40 20 90
leaf_count=1116 75 47 28 30 22 41 54 20 25 49 370 59 150 29 67 35 23 210 27 49 54 28 50 21 215 45 32 40 20 90
internal_value=0 0.000849103 0.00162166 0.00123284 0.000652491 0.00164294 0.000762546 0.000881122 0.00165395 0.00110602 0.00166101 0.00170842 0.000769846 0.00148087 0.00158806 0.00150932 0.000262808 0.00169462 0.000711636 0.000452518 0.000807645 0.00165306 0.00147102 0.000145069 0.00154259 0.00168728 0.000263865 0.00157412 0.000915593 0.00164069
internal_weight=0 673 2448 228 445 2351 347 251 2310 97 2285 1385 197 144 900 407 98 1326 177 96 84 493 78 75 372 415 54 115 69 157
internal_count=3121 673 2448 228 445 2351 347 251 2310 97 2285 1385 197 144 900 407 98 1326 177 96 84 493 78 75 372 415 54 115 69 157
is_linear=0
shrinkage=0.00167351


Tree=2813
num_leaves=31
num_cat=0
split_feature=4 3 1375 52 13 43 403 1 484 133 1456 0 12 12 123 149 473 156 156 484 150 1417 155 15 151 41 4 43 16 133
split_gain=2.26669 0.669653 0.550975 0.508915 0.517057 0.475707 0.504387 0.335866 0.300343 0.49143 0.296862 0.296397 0.455841 0.313583 0.283715 0.262874 0.249643 0.287962 0.600899 0.381592 0.704165 0.294506 0.256758 0.261316 0.303297 0.425239 0.505243 0.281199 0.540828 0.353933
threshold=0.27287000000000006 -0.065819999999999976 -0.27302499999999996 0.5140450000000002 -1.0000000180025095e-35 0.12450000000000001 -1.0000000180025095e-35 0.15471500000000002 -0.064309999999999992 0.098785000000000012 -0.033364999999999992 -0.14920999999999998 1.0000000180025095e-35 0.085250000000000006 0.085215000000000013 0.077335000000000015 -1.0000000180025095e-35 0.087205000000000019 0.085835000000000009 0.085595000000000018 0.10348 -1.0000000180025095e-35 0.083165000000000003 0.13592500000000005 0.084350000000000008 0.076195000000000013 -0.39518999999999993 -0.0019149999999999998 -0.0083599999999999976 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 6 -4 15 -8 14 -6 13 -13 -1 -10 -2 -14 18 21 -19 -21 -18 23 24 25 26 -23 29 -29 -28
right_child=7 2 3 -5 10 -7 8 -9 9 -11 -12 12 16 -15 -16 -17 17 19 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0051290414488077011 0.00102276432681703 -0.00058129905680801822 0.003451001779909734 -0.00033283530701878216 0.0043837138227263593 0.0031519704437596532 -0.00084823502737865915 -0.00062434203378054439 0.00070974428325822623 0.0034420173500417 0.0025702405619806717 0.00066492756065682636 0.004507058681762979 0.0025285480348782147 0.0021898767028914073 0.0027713735328241452 0.0047268007573173891 0.0024662540719564622 0.0052985800526069706 -0.0014793713643578418 0.0024615414809226483 0.005173162423687888 0.00071721721860439883 0.00067606621438836374 0.0046853969453404991 0.00080570943630808086 0.00372423605987621 0.0024284376402875928 -0.00018846619471636804 0.0026983045976650545
leaf_weight=30 288 24 35 25 31 63 20 35 158 31 257 36 22 27 53 29 21 163 27 24 33 25 21 20 23 37 114 350 26 1073
leaf_count=30 288 24 35 25 31 63 20 35 158 31 257 36 22 27 53 29 21 163 27 24 33 25 21 20 23 37 114 350 26 1073
internal_value=0 0.00249445 0.00202507 0.00211802 0.00221257 0.00177028 0.00147719 0.00100305 0.00121351 0.00138391 0.00276544 0.00265235 0.00261713 0.00389723 0.00108153 0.00118273 0.00265265 0.0026318 0.00270737 0.00203512 0.00080221 0.00266646 0.00264084 0.00266506 0.0026892 0.00266095 0.00270417 0.00266468 0.00224748 0.00279684
internal_weight=0 2769 697 673 648 360 297 352 262 242 288 2072 2015 57 211 317 1979 1957 1737 220 57 1710 1689 1668 1648 1625 1588 1563 376 1187
internal_count=3121 2769 697 673 648 360 297 352 262 242 288 2072 2015 57 211 317 1979 1957 1737 220 57 1710 1689 1668 1648 1625 1588 1563 376 1187
is_linear=0
shrinkage=0.0175059


Tree=2814
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 4 1 1 4 1 50 43 484 15 151 1 40 50 16 12 2 4 43
split_gain=96.6922 16.2496 8.60907 7.59357 5.66276 5.04486 4.83071 4.14561 3.63422 2.81372 2.66938 1.73154 1.6397 1.46324 1.44312 1.33491 2.23714 1.29713 1.05319 1.02037 1.01975 1.16961 1.01894 0.984212 0.970683 0.954813 0.938589 0.851088 0.795125 0.763151
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089885000000000007 0.077845000000000011 0.062655000000000016 -0.15464999999999998 0.122715 0.13534000000000004 -0.013125 0.093100000000000002 0.041865000000000006 0.064745000000000011 0.084040000000000017 -0.41942499999999994 -1.0000000180025095e-35 0.090540000000000023 -0.077474999999999988 0.079410000000000008 -0.45661999999999997 0.092855000000000007 0.11411 -0.036839999999999991 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 23 9 -8 11 -4 22 -10 28 -14 18 19 20 24 25 -6 -22 -1 -3 -11 -17 -20 -5 -2 -12
right_child=1 4 10 27 17 -7 8 -9 12 15 29 -13 14 -15 -16 16 -18 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019365971672990218 0.0019690802059216649 0.00078550473752927812 0.0017742447509304642 0.0012508648744422959 0.00059764705234564939 0.0012123214696247253 0.001506468504586884 0.0011178527538857734 0.0014668883565910633 0.0018639858804326459 0.0012219686603873129 0.0022358788221387951 0.00097322535642329526 0.0013294762598221382 0.00047704063823301096 0.001919182601336128 0.0011410433704228669 0.00082787907198742471 0.0013269288299714932 0.0020262047577146508 0.00046295925744484559 -0.00012685110035676983 0.001804748960724888 0.00041125429231856313 0.0021543657127296957 0.0016669170972848197 0.0017838773555579972 0.00086271561856114079 0.001659156813541689 0.00079367077470957862
leaf_weight=1092 50 47 28 30 29 41 54 25 20 368 49 59 154 29 23 63 22 23 21 40 22 24 245 49 44 274 57 54 65 20
leaf_count=1092 50 47 28 30 29 41 54 25 20 368 49 59 154 29 23 63 22 23 21 40 22 24 245 49 44 274 57 54 65 20
internal_value=0 0.00104173 0.00183252 0.00144284 0.000836224 0.00185478 0.000946991 0.00186618 0.00108182 0.00187437 0.00129308 0.00192611 0.000965413 0.00170038 0.000908749 0.00179312 0.00171377 0.000444017 0.00185773 0.00174719 0.000326299 0.000155232 0.00191244 0.000594481 0.001895 0.00171408 0.00166085 0.00100134 0.00179391 0.00109782
internal_weight=0 673 2448 228 445 2351 347 2310 251 2285 97 1396 197 144 177 889 399 98 490 377 75 46 1337 96 412 337 78 84 115 69
internal_count=3121 673 2448 228 445 2351 347 2310 251 2285 97 1396 197 144 177 889 399 98 490 377 75 46 1337 96 412 337 78 84 115 69
is_linear=0
shrinkage=0.00184769


Tree=2815
num_leaves=31
num_cat=0
split_feature=1 12 160 132 1 403 47 1 402 131 2 52 14 4 9 4 474 159 15 41 49 0 483 14 3 39 133 0 51 48
split_gain=2.30962 0.612606 0.416551 0.484699 0.357522 0.398823 0.352793 0.460871 0.351275 0.329321 0.492975 0.331623 0.510028 0.315907 0.299723 0.357568 0.297313 0.428778 0.266057 0.265814 0.322756 0.284258 0.260243 0.232941 0.232116 0.499681 0.294522 0.253278 0.360536 0.227764
threshold=0.11866500000000001 0.051320000000000005 -0.44404499999999997 0.092880000000000004 0.10124500000000002 0.085340000000000013 0.085505000000000012 0.14262000000000002 0.091530000000000014 0.096070000000000016 0.31358000000000003 -0.065544999999999978 -0.10708499999999999 0.057560000000000007 0.081890000000000004 0.40124500000000002 0.086280000000000009 1.0000000180025095e-35 0.13592500000000005 0.085095000000000018 -0.14917999999999998 -0.14920999999999998 0.085510000000000017 0.07913000000000002 1.0000000180025095e-35 0.085060000000000011 0.086990000000000012 -0.22491999999999998 0.091630000000000003 0.12118000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 16 8 13 9 10 11 -2 -13 -8 15 18 17 -4 19 20 -3 23 24 -22 25 -6 -27 -26 -29 -15
right_child=6 14 3 -5 22 -7 7 -9 -10 -11 -12 12 -14 29 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.0039146135102159814 -0.00038477433525117724 0.0043502952080515444 0.0018771813592793889 -0.00057680054571297018 -0.0010306273462100052 0.0041984798204847398 0.0033196287412078631 -0.00036222234113145825 -0.0012669675308639927 0.0026034599164321171 -0.0016386163387709736 0.0031544605999413288 0.00073976461619955705 0.0022873155563179651 0.0039077273708035135 0.00057160579262815494 0.00061504821997181993 0.0036380431743352477 0.0011434022482173019 0.0008603408088931942 0.0047892975432226202 0.0023394896140557643 0.0028846065611136508 0.002473969092423129 0.00073404264358355761 0.0023809230246303187 0.00038943658211055827 0.003168552508299042 0.0006532881477949665 0.00014572799223626682
leaf_weight=21 42 20 203 22 31 21 34 22 23 21 22 26 113 28 29 28 34 40 44 28 21 2008 23 21 42 34 38 40 21 21
leaf_count=21 42 20 203 22 31 21 34 22 23 21 22 26 113 28 29 28 34 40 44 28 21 2008 23 21 42 34 38 40 21 21
internal_value=0 0.00222015 0.00176601 0.00168382 0.00177819 0.00213312 0.000883339 0.00163813 0.000562477 0.000750321 0.000558617 0.000825684 0.00119143 0.00216834 0.00233786 0.00231688 0.00197654 0.00216704 0.0023397 0.00236479 0.00238514 0.00236596 0.00131632 0.00363163 0.00114122 0.000619423 0.00132986 0.00166302 0.00230264 0.00136949
internal_weight=0 2769 570 549 527 298 352 105 247 224 203 181 139 83 2199 2170 277 243 2142 2098 2070 2050 229 42 206 103 72 103 61 49
internal_count=3121 2769 570 549 527 298 352 105 247 224 203 181 139 83 2199 2170 277 243 2142 2098 2070 2050 229 42 206 103 72 103 61 49
is_linear=0
shrinkage=0.0155448


Tree=2816
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 1 14 457 47 2 43 2 4 0 15 0 156 48 158 15 13 16 13 4 52 16 4 4 4
split_gain=71.8608 9.31144 7.75332 7.57347 4.68103 3.58999 2.31273 2.1718 2.10888 2.04232 2.00583 1.44521 1.45123 1.43355 1.72167 1.83045 1.25541 1.09201 1.25035 1.06112 0.983506 1.14659 1.58559 0.970739 0.961749 1.15886 1.17005 0.946967 1.0903 0.894605
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.10222000000000002 0.40124500000000002 0.077845000000000011 0.076175000000000007 0.048635000000000005 0.13082500000000002 0.14285500000000004 -0.025214999999999998 0.11177500000000001 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.07929499999999999 -1.0000000180025095e-35 0.093265000000000015 0.085030000000000008 -0.0088349999999999974 -0.0075049999999999987 -0.50690499999999983 -0.010739999999999998 -0.0073899999999999999 0.039215000000000007 0.46043000000000006 0.24564500000000003 0.056795000000000005 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 -5 -4 13 10 -3 24 23 -13 14 15 -1 -16 -18 29 27 21 -14 -23 -2 -6 26 -26 28 -15 -19
right_child=1 9 6 5 8 -7 -8 -9 -10 -11 -12 12 20 19 16 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017905052524145025 0.00079555756745023395 0.00044408124297968605 0.0015436044389655118 0.001508474893203598 0.001575995944837736 0.00084870095704284805 0.00094155127219053302 0.0019149316725730501 0.00095869822029597148 0.00099195998242762617 0.0010579185269827859 0.0012964181685979376 0.00071412023528520782 0.0011879556859681463 0.0016687518823542532 0.0011819355992942955 0.0019054514889011713 0.0017428237712915542 0.0011511601238591966 0.0017461456745906411 0.00048962615467942102 0.00071805116815473649 0.0013722570343526299 0.00044478008676362187 0.0011220923157598236 0.0015775977345980684 0.0015128759321473163 0.0010575417825111726 0.0015647475423963501 0.0015223144492133658
leaf_weight=23 77 158 28 109 198 36 83 79 31 26 39 31 43 36 1169 55 28 73 26 33 20 20 31 39 65 67 41 24 84 349
leaf_count=23 77 158 28 109 198 36 83 79 31 26 39 31 43 36 1169 55 28 73 26 33 20 20 31 39 65 67 41 24 84 349
internal_value=0 0.000859537 0.00156156 0.00101274 0.00158303 0.00134467 0.00109342 0.00162064 0.00141426 0.000521499 0.0014487 0.00082833 0.000948894 0.0016084 0.00162435 0.00136139 0.00163682 0.0015584 0.00153671 0.00145316 0.000854392 0.000932002 0.00111571 0.000677624 0.00148978 0.00139112 0.00127324 0.00138602 0.00145171 0.00156046
internal_weight=0 590 2531 406 2420 145 111 1979 441 184 410 261 145 1900 1723 78 1645 476 448 177 114 94 51 116 371 173 106 144 120 422
internal_count=3121 590 2531 406 2420 145 111 1979 441 184 410 261 145 1900 1723 78 1645 476 448 177 114 94 51 116 371 173 106 144 120 422
is_linear=0
shrinkage=0.00181146


Tree=2817
num_leaves=31
num_cat=0
split_feature=1 44 12 2 15 4 148 4 3 15 96 2 133 41 16 1 52 4 16 123 2 1 16 48 47 16 10 4 4 49
split_gain=2.20743 0.441441 0.510891 0.570838 0.783964 0.556292 0.427637 0.467714 0.48701 0.412562 0.400039 0.423344 0.473031 0.413355 0.393355 0.628524 0.36895 0.367901 0.546171 0.397225 0.419918 0.363961 0.345332 0.321867 0.324907 0.56744 0.309848 0.294233 0.263783 0.256978
threshold=0.11146500000000002 0.081805000000000017 0.078300000000000008 0.11362000000000001 -0.03241999999999999 -0.17966999999999997 -0.066239999999999979 -0.010655 0.149315 0.082685000000000022 0.087655000000000025 0.11362000000000001 0.089405000000000012 0.088520000000000015 -0.11227499999999999 0.13534000000000004 -0.057699999999999994 -0.0060199999999999993 -1.0000000180025095e-35 0.084475000000000008 0.079055000000000014 0.099660000000000012 -0.40995499999999996 0.085845000000000019 0.078875000000000015 -0.36241499999999999 0.09820000000000001 0.26790000000000008 0.053180000000000012 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -2 8 16 17 11 12 26 14 22 -16 -8 19 23 20 -7 -22 -13 24 25 -19 27 -9 -4 -25
right_child=6 -3 28 4 -6 9 7 10 -10 -11 -12 13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0031735035099099097 -0.0004748571322518157 0.0042656339929271793 0.0024633590824004654 0.0019405304476698094 -0.0018562827111804228 -0.0015639056389621204 0.0022378939745486834 0.002017580171287941 0.00025263774621605705 0.003478266136565085 -0.0011374282361387609 0.00063518932178688488 -0.00014381213473316595 0.002909409082231201 0.00054796621079494334 -0.002511804126873371 0.0048226380822738984 0.0018832692910966278 0.0043018584006012566 0.0022817338010325794 0.0020304734184373625 -0.00069311645973079978 0.0028718033058540812 0.0037082499870606323 0.0028201776630981377 -0.0010527609642626888 0.00053132378985545643 0.0038976280660145122 0.0018970674011063212 0.0015948781043586182
leaf_weight=86 39 30 1877 33 25 25 52 64 23 31 21 84 26 20 59 25 20 36 23 33 33 21 23 27 20 33 22 33 243 34
leaf_count=86 39 30 1877 33 25 25 52 64 23 31 21 84 26 20 59 25 20 36 23 33 33 21 23 27 20 33 22 33 243 34
internal_value=0 0.00231512 0.00229244 0.00180387 0.000303973 0.00202027 0.00115275 0.00128724 0.00230141 0.00170642 0.00103167 0.00115963 0.00183239 0.000697301 0.000465666 -0.00036268 0.00295588 0.00151369 0.00198122 0.000791516 0.000169019 0.0009713 0.00111596 0.00162539 0.00100517 0.000479081 0.00226417 0.00265718 0.00239845 0.00253031
internal_weight=0 2610 2580 460 58 402 511 472 95 316 377 356 145 211 191 84 72 285 173 112 79 54 107 150 89 69 119 97 2120 61
internal_count=3121 2610 2580 460 58 402 511 472 95 316 377 356 145 211 191 84 72 285 173 112 79 54 107 150 89 69 119 97 2120 61
is_linear=0
shrinkage=0.0161728


Tree=2818
num_leaves=31
num_cat=0
split_feature=1 4 3 12 4 1 2 159 1 11 2 42 11 3 2 3 4 16 1 1 4 13 1447 52 43 16 4 1429 52 14
split_gain=89.074 14.3668 9.61368 7.30439 4.93174 4.48838 3.713 3.52827 3.06929 2.65823 2.93496 2.19358 1.62429 1.60376 1.52726 1.52166 1.51987 2.60465 1.43943 1.39298 2.58961 1.35087 1.18839 1.07892 0.989339 0.976304 1.54196 1.67009 0.969301 0.965954
threshold=0.10508500000000001 0.27287000000000006 -0.063814999999999997 -0.029094999999999999 0.40124500000000002 0.12958500000000003 0.13754500000000003 0.082585000000000006 0.092845000000000025 1.0000000180025095e-35 0.089775000000000008 -1.0000000180025095e-35 0.078340000000000007 -0.0069549999999999994 0.094835000000000017 0.31299000000000005 -0.050494999999999991 -0.06421499999999998 0.16540500000000002 0.088975000000000012 -0.081114999999999979 -0.0075049999999999987 -0.082869999999999985 -0.52606999999999993 -0.17390999999999998 0.0057500000000000008 -0.16363499999999997 0.083810000000000009 0.26391000000000003 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 8 6 29 9 11 14 10 25 -4 -11 21 -1 16 -15 -18 -7 22 -21 -13 -12 -2 -14 -5 -27 -28 -25 -3
right_child=1 5 7 4 -6 18 -8 -9 -10 12 19 13 24 15 -16 -17 17 -19 -20 20 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=0.0019274582261240686 0.0018466328956912542 0.0012720439019799641 0.0016428478676980679 0.001837825476355241 0.00096545950723805278 0.00056076276063889477 0.0012052671089719273 0.00064187899520154945 0.0010586479504153508 0.0023969383154805119 0.0020987468314401709 0.0010459760406096228 0.0015781200695279447 0.0017421394925326991 0.0014027116564091413 0.00082158147672834803 0.001584511374094964 0.00068127357457910232 5.0950310174416111e-05 0.0018192118400227595 0.0010823631190968774 0.00045470246427755534 0.0016887845656084525 0.001395887736501029 0.0020057310181656254 0.0020946424029166821 0.0017001608737513567 0.0011607489092707391 0.0018185268737012799 0.00086883787519148722
leaf_weight=28 45 23 25 1159 25 135 37 62 66 30 24 32 22 22 52 24 22 20 21 29 34 21 698 69 92 25 104 23 24 128
leaf_count=28 45 23 25 1159 25 135 37 62 66 30 24 32 22 22 52 24 22 20 21 29 34 21 698 69 92 25 104 23 24 128
internal_value=0 0.000996609 0.00123901 0.00174072 0.00176564 0.000707626 0.00177443 0.0010106 0.00134781 0.00178383 0.00176747 0.00114832 0.0020219 0.00106064 0.00158637 0.00121057 0.00135643 0.0011544 0.000492134 0.00167987 0.00142155 0.000811698 0.00170241 0.00161637 0.00192321 0.00181992 0.00168342 0.00160247 0.00150496 0.000930253
internal_weight=0 673 366 2448 2302 307 2277 228 146 2240 2096 166 144 141 80 88 64 42 156 785 63 53 722 138 114 1311 152 127 93 151
internal_count=3121 673 366 2448 2302 307 2277 228 146 2240 2096 166 144 141 80 88 64 42 156 785 63 53 722 138 114 1311 152 127 93 151
is_linear=0
shrinkage=0.00181146


Tree=2819
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 2 4 150 43 4 14 2 12 2 13 39 10 43 0 16 15 13 16 3 43 4 16 11
split_gain=91.8996 11.7178 10.2624 8.15274 6.02863 5.70041 3.84335 2.88339 2.8244 2.33428 2.15992 2.02591 1.90357 1.73358 1.63549 1.42916 1.15488 1.42708 1.13804 1.1177 1.07744 1.8796 1.06809 1.30829 1.8081 1.03101 1.33669 0.99997 0.984958 0.995833
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.10124500000000002 0.088105000000000003 0.091475000000000015 0.11362000000000001 0.40473500000000007 0.09487000000000001 -0.066504999999999995 -0.0086549999999999978 0.076175000000000007 0.087470000000000006 0.12757000000000002 0.17025000000000004 -0.016469999999999995 0.093755000000000019 -0.38124499999999995 -0.025214999999999998 -0.11173999999999999 -0.43320999999999993 -0.0088349999999999974 -0.020934999999999999 -0.50690499999999983 0.095270000000000007 -0.083269999999999997 -0.036839999999999991 -0.073849999999999985 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 5 7 19 12 9 -7 10 13 14 20 -1 28 16 -5 -18 -17 -3 21 -4 23 -21 -25 26 -6 -2 -8 -30
right_child=1 3 6 15 25 8 11 -9 -10 -11 -12 -13 -14 -15 -16 18 17 -19 -20 22 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010515672730064076 0.002115839752091871 0.00079651160437676268 0.0019695928905773263 0.00054424481853323169 0.0012126725071749101 0.0016862165759873443 0.001999952550490576 0.001140995095001093 0.0010174035917763563 0.0011823236582795731 0.0019061162878061619 0.0016598961061216034 0.0023556093763962768 0.0017159185989799773 0.0014353739184227129 0.00054328322528082262 0.0012533908943102236 0.0005755678109543676 -5.2779748955629093e-05 0.00090011128705228807 0.0019698196838536441 0.0012421260202236928 0.00068852661756862359 0.00094424447559011331 0.0015955736356241096 0.0013857605634355892 0.00059582536448423372 0.001579102243262101 0.0017882214729736433 0.0020603521516332581
leaf_weight=21 29 120 35 77 34 70 194 31 35 24 205 252 46 47 31 29 24 22 20 52 1156 21 25 28 36 39 21 23 315 59
leaf_count=21 29 120 35 77 34 70 194 31 35 24 205 252 46 47 31 29 24 22 20 52 1156 21 25 28 36 39 21 23 315 59
internal_value=0 0.00100704 0.00184952 0.000922815 0.00157588 0.00108504 0.00190428 0.00169888 0.00146328 0.00175711 0.00180764 0.0018045 0.00197177 0.00151075 0.00186534 0.000577618 0.000688217 0.000929215 0.000299992 0.000932873 0.0019572 0.00169679 0.00104893 0.0011266 0.00131062 0.00114668 0.000977149 0.00187844 0.00188881 0.00183115
internal_weight=0 590 2531 538 422 366 2109 328 105 297 273 851 1258 68 599 172 123 46 49 261 1212 56 141 116 64 94 55 52 568 374
internal_count=3121 590 2531 538 422 366 2109 328 105 297 273 851 1258 68 599 172 123 46 49 261 1212 56 141 116 64 94 55 52 568 374
is_linear=0
shrinkage=0.00192234


Tree=2820
num_leaves=31
num_cat=0
split_feature=1 52 1 16 15 393 148 12 1210 3 12 4 43 157 14 49 42 12 147 51 16 51 4 41 4 15 156 156 484 474
split_gain=2.59865 0.470865 0.593483 0.696525 0.43605 0.452395 0.434986 0.435647 0.429932 0.492658 0.403019 0.384889 0.3761 0.362291 0.316149 0.46233 0.296163 0.294417 0.286768 0.276666 0.254039 0.360263 0.339559 0.373346 0.343123 0.57948 0.285264 0.344018 0.341506 0.268241
threshold=0.11146500000000002 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.024640000000000006 0.086855000000000016 -0.066239999999999979 0.11734000000000001 -0.0084249999999999985 -0.076514999999999986 0.10711000000000002 0.40124500000000002 0.084740000000000024 -0.0091799999999999989 -0.10708499999999999 0.15266500000000002 0.090545000000000014 0.12477500000000001 0.086575000000000013 0.14122000000000004 -0.11676499999999999 -0.0046749999999999995 0.0082450000000000006 0.077565000000000009 -0.49405499999999997 -0.0058549999999999991 0.087205000000000019 0.085835000000000009 -0.079949999999999979 0.10008000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 16 6 -4 5 8 -3 10 -1 11 12 20 19 -6 -11 17 -2 18 -16 -8 -10 26 23 24 -23 -26 27 29 -28 -22
right_child=1 2 3 -5 13 -7 7 -9 9 14 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00063423103225775991 0.0037495510073501602 -0.00052953985975575562 0.0011536141566686994 -0.0029766140205132506 0.0047199470725448386 0.0002019535346364807 0.0010989724914096358 0.003453471588702477 0.0034819688774402422 0.0038166767374541691 -0.00079570515323999975 0.00076203179585225967 0.0030290371274193468 0.0027861198167839275 0.0021380228376511028 -0.00038063275904105337 0.0015052064852204806 0.003862615006986576 0.00058846329373773661 0.0029167884108514492 0.0028564400445448609 0.0043269408856784234 0.00042336696013771938 0.00040867996087070793 0.002640354186617155 -0.00029134733365002998 0.0044999558747494247 0.0054443472799256647 0.0022538692084678705 0.0043498840678377832
leaf_weight=35 32 32 25 20 27 25 257 28 126 28 23 26 37 1117 455 21 32 25 35 25 137 28 25 23 222 20 21 21 150 43
leaf_count=35 32 32 25 20 27 25 257 28 126 28 23 26 37 1117 455 21 32 25 35 25 137 28 25 23 222 20 21 21 150 43
internal_value=0 0.00130399 0.00111452 -0.000682043 0.00259039 0.00240203 0.00131562 0.00147521 0.0024402 0.00248516 0.00131324 0.00273788 0.0014653 0.00283176 0.00210786 0.0020186 0.00262738 0.00211643 0.00202734 0.00126013 0.00280084 0.00267646 0.00226877 0.00242623 0.0025981 0.00239806 0.00302497 0.00344631 0.0025297 0.00321321
internal_weight=0 511 447 45 2610 1466 402 370 1441 1406 342 842 319 1144 564 536 64 515 490 282 816 690 318 293 270 242 372 201 171 180
internal_count=3121 511 447 45 2610 1466 402 370 1441 1406 342 842 319 1144 564 536 64 515 490 282 816 690 318 293 270 242 372 201 171 180
is_linear=0
shrinkage=0.0164962


Tree=2821
num_leaves=31
num_cat=0
split_feature=1 2 48 123 30 33 0 34 2 97 12 1 2 1424 4 3 42 472 1 123 14 158 483 133 4 4 150 12 0 393
split_gain=2.17453 0.647266 0.407732 0.413976 0.389466 0.352198 0.286197 0.280267 0.433406 0.379664 0.316811 0.386434 0.314529 0.272457 0.271021 0.34003 0.522068 0.292523 0.277698 0.259403 0.306621 0.256173 0.277042 0.270449 0.254143 0.369688 0.359185 0.30517 0.622267 0.297615
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 0.086065000000000016 0.083840000000000012 -0.14723999999999998 -0.038779999999999995 0.116525 -0.079444999999999988 -0.42850999999999995 0.15799000000000005 -0.15339499999999998 1.0000000180025095e-35 -0.46376499999999993 -0.10217499999999997 0.081660000000000024 -1.0000000180025095e-35 0.10337500000000001 0.11679000000000002 -1.0000000180025095e-35 0.07968500000000002 0.032770000000000007 -0.54656499999999986 0.042705000000000007 0.056795000000000005 0.09487000000000001 -0.085119999999999987 -0.07929499999999999 0.10159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 14 5 13 -5 9 12 -2 -10 19 -9 21 17 16 18 -3 -16 20 -12 23 -23 -1 27 -26 -27 28 -25 -29
right_child=7 2 -4 6 -6 -7 -8 8 10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 -28 29 -30 -31
leaf_value=0.0047939948810477593 0.0013822656616940736 0.002230062716410069 -0.00055263642571560438 -0.0011546762117073737 0.00059623703114133442 0.0050014867342188154 0.0016036127593164757 0.00039360991749903427 0.0029188713691296491 -0.0021099269402838463 0.0023911463099188569 -0.0019797082252085568 0.0028536551075613328 0.0048436856060561076 -0.0017138587131356508 0.0023390669404660942 0.0029778555057244061 0.004479602371771866 0.0012409167563738584 -0.0010585380304596389 0.00047218211989960172 0.0035696306579220314 0.0016782990966919746 0.0032815591546767656 0.00034078086111946317 0.0028773084151637067 0.00015008934499122071 0.0026775478367383329 -0.0012460847265855987 0.0039418299225447073
leaf_weight=20 21 42 20 20 29 24 37 24 20 22 42 20 71 21 23 401 27 38 21 23 91 194 31 22 39 100 20 1571 20 67
leaf_count=20 21 42 20 20 29 24 37 24 20 22 42 20 71 21 23 401 27 38 21 23 91 194 31 22 39 100 20 1571 20 67
internal_value=0 0.00258176 0.00205737 0.00214308 0.00273461 0.00276374 0.000635792 0.000995506 0.00120237 -0.000404438 0.000703233 0.000451456 0.00223217 0.00273822 0.00229872 0.00212926 0.000944262 0.00329859 -0.000303625 0.000763143 0.00107817 0.00271701 0.00330905 0.00264535 0.00262198 0.00191209 0.00242277 0.00268917 0.00112554 0.00272926
internal_weight=0 2787 629 609 2158 2129 57 334 291 43 196 176 95 2105 552 472 71 80 44 156 133 2084 225 1859 1839 159 120 1680 42 1638
internal_count=3121 2787 629 609 2158 2129 57 334 291 43 196 176 95 2105 552 472 71 80 44 156 133 2084 225 1859 1839 159 120 1680 42 1638
is_linear=0
shrinkage=0.0185774


Tree=2822
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 4 47 1 14 0 15 0 2 16 4 16 159 4 12 1 457 52 52 15 11 4 47 12 43
split_gain=78.7872 13.2532 6.45356 6.18489 4.81627 4.5123 3.22087 2.68909 2.26293 1.91284 2.35904 2.16537 2.04534 1.8906 1.84092 1.75474 1.54173 1.20864 1.18948 1.26235 1.11477 0.958315 0.92575 0.856409 0.962096 0.852208 0.829774 0.798746 1.00504 0.797781
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.14122000000000004 0.042705000000000007 0.085505000000000012 0.092845000000000025 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.31358000000000003 -0.061854999999999993 0.40124500000000002 -0.10850999999999998 0.082585000000000006 -0.49013999999999996 0.08401500000000002 0.122715 0.083190000000000014 -0.067494999999999986 0.12418000000000001 0.013270000000000002 1.0000000180025095e-35 0.27287000000000006 0.07813500000000001 -1.0000000180025095e-35 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 5 17 6 9 13 -5 10 11 -1 -12 23 -9 16 -8 21 29 -20 -2 26 -13 24 -6 -11 27 28 -3 -14
right_child=1 4 -4 8 7 -7 15 14 -10 25 12 22 18 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019160960930025245 0.0016168366394944862 0.00089042088698984686 0.00090500578721624983 0.0015527973220809716 0.00046750758166116518 0.0010715348392131533 0.0016604222004838794 0.00069693687405235924 0.0009831918828619576 0.00168672259408166 0.0017516100081545164 0.001431551213896624 0.0014527466420804621 4.1759419006383204e-05 0.0012885297040895333 0.0010437516022314666 0.0013868192378530563 0.00073337686870654766 0.001283582553560564 0.0016142114976264684 0.0012194108463570743 0.00084869541151599717 0.00099389519307785043 0.00087397353650296998 0.0008487430468181725 0.0021008723786708197 0.00093023271252001024 0.0016033213735056851 0.0014508563621386072 0.0018471934110149679
leaf_weight=20 115 21 84 37 132 41 160 45 60 23 1178 35 20 24 28 25 117 38 41 500 29 35 29 28 26 56 26 21 21 106
leaf_count=20 115 21 84 37 132 41 160 45 60 23 1178 35 20 24 28 25 117 38 41 500 29 35 29 28 26 56 26 21 21 106
internal_value=0 0.000948897 0.00130403 0.00164872 0.00076694 0.00166722 0.00167779 0.000624356 0.00120046 0.00170402 0.00169271 0.00139582 0.00170623 0.000520247 0.000923849 0.00150337 0.00154486 0.00101602 0.00162607 0.00158915 0.0015368 0.00110264 0.00123324 0.000581987 0.000530243 0.0019803 0.0012025 0.00131487 0.00117064 0.00178458
internal_weight=0 673 228 2448 445 2351 2310 283 97 2008 1929 84 1845 210 73 302 277 162 667 541 144 124 64 186 158 79 89 63 42 126
internal_count=3121 673 228 2448 445 2351 2310 283 97 2008 1929 84 1845 210 73 302 277 162 667 541 144 124 64 186 158 79 89 63 42 126
is_linear=0
shrinkage=0.00181146


Tree=2823
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 1 14 2 4 4 1 1 47 1 43 43 43 131 2 50 12 48 131 3 160
split_gain=95.1453 15.2973 9.99005 7.9746 5.86835 5.28047 3.8897 3.25786 2.98435 2.90641 2.75237 2.03606 1.86529 2.06124 1.51955 1.85687 1.21534 1.14339 1.07287 1.06665 1.05106 0.934263 0.916353 1.35354 0.890412 0.859232 0.796441 0.72192 0.721563 0.716667
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.13082500000000002 0.089775000000000008 0.10672500000000001 0.077845000000000011 0.062655000000000016 0.14285500000000004 0.42051500000000003 -0.013514999999999998 0.093100000000000002 0.091195000000000012 0.090100000000000013 0.11588000000000001 0.064745000000000011 0.12266000000000001 -0.080324999999999994 0.082750000000000004 0.31358000000000003 0.10803500000000001 0.095780000000000018 0.016865000000000002 0.09031500000000002 1.0000000180025095e-35 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 17 6 8 12 11 18 -5 16 13 26 19 25 -1 28 -6 24 -21 -12 23 -14 -10 -16 -4 -2 -3 -15
right_child=1 2 7 10 9 -7 -8 -9 14 -11 21 -13 22 29 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016950396812393416 0.0017438759029091535 0.00072157790376748787 0.0010831836503249618 0.0015747697993210462 0.0016969163088809641 0.0010373072134398458 0.00098766012937109935 0.0010446624377854149 0.0016375499897237499 0.00089448857788411744 0.0010868327828046402 0.0019843813981983943 0.00039462699695997532 0.00074813120961326693 0.0015737291490952609 0.0010270081752148824 0.0015615152259512584 0.0011495225643084585 0.001297270167859654 0.0011955179042362832 0.0015925494704131767 0.00066603414473949147 0.00066273122495613148 -9.9269556314091068e-05 0.001926618816975812 0.0014110152602102512 0.0006743526374007212 0.0013941342121627058 0.0009234008158971078 0.0004068336419359477
leaf_weight=1106 47 99 29 28 40 41 25 37 384 28 49 59 59 22 251 22 220 33 33 28 50 20 20 20 31 134 23 24 92 67
leaf_count=1106 47 99 29 28 40 41 25 37 384 28 49 59 59 22 251 22 220 33 33 28 50 20 20 20 31 134 23 24 92 67
internal_value=0 0.00090538 0.000820431 0.00160194 0.00101556 0.00162096 0.00163132 0.000591494 0.00163836 0.00134388 0.00114092 0.00168616 0.000521631 0.000642831 0.0015648 0.00149061 0.00167289 0.000867515 0.00151625 0.00162606 0.00145003 0.000964862 0.000349012 0.00026959 0.00165914 0.0015171 0.000902355 0.00162565 0.000818791 0.000491199
internal_weight=0 673 602 2448 325 2351 2310 277 2285 101 97 1385 240 141 900 407 1326 224 73 493 78 69 99 79 415 385 52 71 191 89
internal_count=3121 673 602 2448 325 2351 2310 277 2285 101 97 1385 240 141 900 407 1326 224 73 493 78 69 99 79 415 385 52 71 191 89
is_linear=0
shrinkage=0.0016407


Tree=2824
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 4 2 14 2 1 1 52 1 2 39 159 150 2 16 1 15 43 50 12 3 4 13 52
split_gain=74.1149 13.1869 7.45177 6.55842 4.23812 3.06116 2.79289 2.71145 2.65447 2.5033 2.02561 1.91491 1.35766 1.14649 1.26731 1.50694 1.04101 1.02896 1.52846 1.32599 0.926535 0.887092 0.82975 0.788929 0.772925 0.754562 0.749691 0.748971 0.73571 0.695435
threshold=0.104035 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.27834500000000006 0.27287000000000006 0.40473500000000007 0.14285500000000004 0.062655000000000016 0.089885000000000007 0.077845000000000011 0.16540500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.087690000000000004 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 0.11346000000000002 0.090540000000000023 0.094035000000000007 -0.080324999999999994 0.086295000000000011 0.095780000000000018 -0.10831999999999999 -0.0070899999999999991 0.049530000000000012 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 5 9 8 27 16 10 21 -5 -8 -12 25 -16 -3 18 19 -2 -6 29 -11 -13 -10 26 -15 -4 -23 -1
right_child=1 6 7 11 20 -7 12 -9 24 22 13 23 -14 14 15 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016763816905559371 0.001350805117740769 0.0012084773508643492 0.0016632789848504621 0.0015126530797186469 0.00084941742905311605 0.00095033689570205439 0.00055081642482206726 0.00097459225723766068 0.00027103732933382482 0.002058832964775245 0.0018191036312084365 0.0010853349234270751 6.9451908382860329e-05 0.0013687130070854459 0.00090420263733353567 0.0014828731184565376 0.00078060448376888287 0.0007494946649274258 0.00083360352988802119 0.00089977288250500231 0.0013446196165723956 0.0015884621317418144 0.0016974228956501518 0.00066419994590005108 0.00074840484984403579 0.0014734355430833814 0.0016130380384808279 0.0013874086597066917 0.0012992991763909577 0.0013928388939227535
leaf_weight=1064 52 47 73 28 26 22 154 33 23 51 43 47 21 44 22 40 29 69 82 34 22 209 33 20 20 302 397 54 32 28
leaf_count=1064 52 47 73 28 26 22 154 33 23 51 43 47 21 44 22 40 29 69 82 34 22 209 33 20 20 302 397 54 32 28
internal_value=0 0.00092088 0.001132 0.00158003 0.00159864 0.0016096 0.00063579 0.00142813 0.000845697 0.00161601 0.00160442 0.00112262 0.000493053 0.00153656 0.00152147 0.00127754 0.00104521 0.000932088 0.00100708 0.00117249 0.00107639 0.00164759 0.00191685 0.000959623 0.000493069 0.00154183 0.00158866 0.00154598 0.00155007 0.00166911
internal_weight=0 691 397 2430 2335 2287 294 160 119 2265 2181 95 175 848 805 62 76 237 168 86 48 1333 84 67 43 743 441 127 241 1092
internal_count=3121 691 397 2430 2335 2287 294 160 119 2265 2181 95 175 848 805 62 76 237 168 86 48 1333 84 67 43 743 441 127 241 1092
is_linear=0
shrinkage=0.00177594


Tree=2825
num_leaves=31
num_cat=0
split_feature=1 2 0 97 3 13 39 14 44 11 3 3 0 51 1 52 3 11 52 42 3 42 4 12 2 2 13 13 133 49
split_gain=2.90278 0.704716 0.560086 0.414546 0.403803 0.364476 0.342284 0.334088 0.319539 0.420212 0.315585 0.395764 0.309117 0.807884 0.460052 0.617444 0.351171 0.299026 0.31372 0.287629 1.03815 0.403383 0.328712 0.3161 0.27754 0.26594 0.299387 0.261025 0.350346 0.263703
threshold=0.11690500000000002 0.10252500000000002 -0.13027499999999997 -0.083924999999999986 0.31299000000000005 -0.47860499999999995 0.088025000000000006 0.076975000000000002 1.0000000180025095e-35 0.08740500000000001 0.0022600000000000003 0.11658 -0.11013499999999998 -0.031924999999999995 0.083135000000000014 0.048520000000000008 -0.0049599999999999991 0.075910000000000019 0.039215000000000007 0.084835000000000008 -0.12018999999999998 0.084695000000000006 -0.55119499999999988 0.10227500000000002 -0.13033999999999998 0.15361500000000003 -0.14179999999999995 -0.093219999999999983 -0.038089999999999992 0.14233500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 6 -6 27 8 9 12 -3 -12 13 -5 15 -15 -16 -9 -19 21 -21 22 -14 -22 -24 26 -4 -2 -29 -30
right_child=4 2 25 7 5 -7 -8 17 -10 -11 11 -13 19 14 16 -17 -18 18 -20 20 23 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011451111851991799 0.00068724247317456693 0.00059027743582986607 0.001008676055387707 -0.0010536690879154385 0.001365105528423536 -0.0011668500740889024 0.0010735913876095901 0.0030508683631467184 0.0059423547887490847 0.00054870196938410789 0.0042791213181587124 0.0014888135347797791 0.0062150226594653423 0.0063382303341812038 0.00018335015605782024 0.0022378728041631138 0.0031331510203445566 0.0069711105568998448 0.0039087793458047713 -0.0012446193171750555 0.0034590698718452019 0.0065448242172544907 0.001385434359359972 0.0011635906411033205 0.0037237845351852004 0.00086982754546658422 0.0033221730371749379 0.00043689525754366383 0.0037429128746103409 0.0012896109119020698
leaf_weight=30 28 64 24 21 56 39 132 27 21 20 31 61 21 33 25 27 47 31 24 20 817 21 21 25 907 21 393 21 91 22
leaf_count=30 28 64 24 21 56 39 132 27 21 20 31 61 21 33 25 27 47 31 24 20 817 21 21 25 907 21 393 21 91 22
internal_value=0 0.00332204 0.00270932 0.00349228 0.00146542 0.000325671 0.0018337 0.00352568 0.00347475 0.0034489 0.00167467 0.00242903 0.00347813 0.0026098 0.00319262 0.00449307 0.00210891 0.00478401 0.00563482 0.00355064 0.00328336 0.00378817 0.00372717 0.00339091 0.00367087 0.00307783 0.00318902 0.00245305 0.00282202 0.00326528
internal_weight=0 2732 594 2138 389 95 294 2108 2026 2005 156 92 1985 153 132 60 72 82 55 1832 862 970 949 842 928 438 417 162 134 113
internal_count=3121 2732 594 2138 389 95 294 2108 2026 2005 156 92 1985 153 132 60 72 82 55 1832 862 970 949 842 928 438 417 162 134 113
is_linear=0
shrinkage=0.0201088


Tree=2826
num_leaves=31
num_cat=0
split_feature=4 2 3 1375 49 2 1 0 123 0 96 483 0 15 3 43 49 2 48 47 1428 11 472 1455 129 394 393 1 1203 2
split_gain=2.36308 0.701244 0.585581 0.449916 0.419458 0.365509 0.330698 0.326847 0.326267 0.325553 0.315612 0.310972 0.377764 0.306549 0.285934 0.283028 0.265202 0.266447 0.259921 0.255023 0.287046 0.310741 0.283354 0.262289 0.250535 0.303027 0.355139 0.300286 0.686202 0.469975
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.27302499999999996 0.14321000000000003 -0.0091949999999999983 0.12958500000000003 -0.070154999999999981 0.085740000000000011 0.024095000000000002 0.083725000000000008 0.09567500000000001 -0.036484999999999997 -0.15914499999999995 0.30112000000000005 0.022390000000000004 -0.047584999999999995 0.11548000000000001 -0.098424999999999985 0.11114000000000002 0.08653000000000001 0.096970000000000015 -1.0000000180025095e-35 0.10752500000000002 0.11179500000000002 -0.15150999999999998 0.087465000000000015 0.077565000000000009 0.084795000000000023 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 7 8 -5 15 11 -9 12 -8 -1 18 16 -2 -18 -7 20 21 23 -22 24 25 -15 27 29 -29 -27
right_child=6 -3 3 4 -6 14 9 10 -10 -11 -12 -13 -14 19 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0043088059070061739 9.110213763842668e-05 5.6629586411856549e-05 -0.00017937945309809994 0.0030380786475188359 0.00066165756320851711 0.0045855238281655112 -2.2004629171434182e-05 -0.0007000428198982257 6.8577674771109855e-05 -0.0013191664438909161 0.0021389919779189349 0.0028346474549304154 0.0026378347599719273 0.00069263843295635022 0.0012066252184076112 0.0038408573902890754 0.002944964503305982 0.0012211042504041529 0.0025579640483953817 0.0016466993771185724 0.0026888838667696244 0.00069140116106746797 0.0052320659855999031 0.0045301325657799056 0.0045732150137071095 0.003868480971826896 0.0039217354885584177 0.002483707335683114 -0.00055881723165920232 0.002730580504703632
leaf_weight=40 28 33 23 21 45 20 90 30 37 26 20 20 20 22 47 20 50 61 621 61 25 22 29 26 23 125 77 425 24 1010
leaf_count=40 28 33 23 21 45 20 90 30 37 26 20 20 20 22 47 20 50 61 621 61 25 22 29 26 23 125 77 425 24 1010
internal_value=0 0.00259327 0.00262387 0.00223476 0.00230382 0.00240118 0.00107049 0.00120533 0.00154919 0.000469044 0.000435571 0.000826686 0.000461603 0.00279243 0.00252459 0.00189373 0.00161357 0.00199762 0.00262123 0.00275998 0.00279754 0.00275884 0.00405467 0.0027851 0.0027585 0.0027337 0.00276074 0.0027043 0.00232108 0.0028559
internal_weight=0 2769 2736 827 804 759 352 71 196 156 50 130 110 1909 688 159 139 111 641 1869 1808 1754 54 1732 1706 1683 1661 1584 449 1135
internal_count=3121 2769 2736 827 804 759 352 71 196 156 50 130 110 1909 688 159 139 111 641 1869 1808 1754 54 1732 1706 1683 1661 1584 449 1135
is_linear=0
shrinkage=0.0175059


Tree=2827
num_leaves=31
num_cat=0
split_feature=4 2 52 13 9 3 44 2 14 0 157 4 3 15 130 43 1 4 49 149 12 52 1 52 96 4 12 1213 3 3
split_gain=1.91409 0.577114 0.363351 0.461644 0.343701 0.345608 0.322137 0.316734 0.31578 0.660252 0.794076 0.706399 0.521289 0.518311 0.349732 0.454426 0.347831 0.284162 0.277062 0.261581 0.260605 0.250636 0.337249 0.254863 0.2466 0.240139 0.314747 0.272276 0.262735 0.279881
threshold=0.27287000000000006 0.12043500000000001 -0.26636999999999994 0.05868000000000001 -1.0000000180025095e-35 0.31299000000000005 0.081805000000000017 0.25063000000000007 0.062655000000000016 -0.13455999999999999 -0.049319999999999996 0.022185000000000003 -0.013929999999999998 -0.10203999999999998 -0.054004999999999991 -0.51144999999999985 0.095695000000000016 -0.52556499999999995 0.096725000000000019 0.077335000000000015 0.085635000000000003 -0.088204999999999992 0.083835000000000007 0.088785000000000017 0.086715000000000014 0.022185000000000003 0.11232500000000002 -0.0038499999999999997 0.10299500000000002 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 18 -4 -1 6 8 19 9 10 -6 12 -12 -13 20 -16 -14 -17 -3 24 -11 -10 23 -23 -2 28 27 -27 -19 -30
right_child=7 2 3 -5 5 -7 -8 -9 21 14 11 13 16 -15 15 17 -18 25 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0008632891301463331 0.0010112829900106968 0.0013092727571634034 0.0013948302910423024 -0.00080137376604607225 -0.0018225085171013223 0.00051916257393432128 0.0040223774037734788 -0.00090339018488237418 0.0020479331514581759 0.0046863518335860622 -0.0013346554254473797 0.0016557763894520286 0.0024171909158378401 0.0052530835295500882 0.00010794090120644388 0.0037716209708953071 4.7608778198401019e-05 0.0023340154949433988 0.004001255991200138 0.0025462332215359738 0.0027637073510967578 0.004200425732810961 0.0054404360577194428 0.0016185342253046656 -0.00080580210382664736 0.00043896933485928618 0.00013032473027718461 0.0021611227891270147 -0.00027979008118127473 0.0023934512932557665
leaf_weight=48 280 20 115 32 20 30 27 24 34 23 22 22 43 20 26 32 26 1743 20 27 93 20 21 20 21 27 27 217 21 20
leaf_count=48 280 20 115 32 20 30 27 24 34 23 22 22 43 20 26 32 26 1743 20 27 93 20 21 20 21 27 27 217 21 20
internal_value=0 0.0021562 0.00128862 0.000916745 0.00221904 0.00224472 0.00226539 0.000890069 0.00224624 0.00220977 0.00118205 0.00163386 0.000833128 0.00336878 0.00228032 0.00223285 0.0015243 0.00225932 0.00265526 0.0010213 0.00314492 0.00316061 0.00378079 0.00290948 0.00088451 0.00223577 0.00178721 0.00197056 0.00230391 0.00102423
internal_weight=0 2769 187 147 2582 2534 2504 352 2477 2382 153 133 91 42 2229 2113 69 2087 40 328 116 95 61 40 301 2055 271 244 1784 41
internal_count=3121 2769 187 147 2582 2534 2504 352 2477 2382 153 133 91 42 2229 2113 69 2087 40 328 116 95 61 40 301 2055 271 244 1784 41
is_linear=0
shrinkage=0.0161728


Tree=2828
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 159 2 4 41 0 12 47 0 41 1 48 376 2 51 16 0 42 16 157 16 16 13
split_gain=47.286 6.16423 4.89609 4.40427 3.28728 2.18309 2.15083 2.12254 1.81622 1.70468 1.59243 1.11326 0.942842 1.22149 0.837865 0.781418 0.77651 0.765208 0.761142 0.770838 0.925071 0.716343 0.67448 0.65955 1.18165 0.631082 1.1401 0.637059 0.604043 0.779232
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.090285000000000018 0.13075500000000004 -0.16363499999999997 0.082585000000000006 0.11389000000000002 0.033845000000000007 0.075585000000000013 -0.092404999999999973 0.13597000000000004 0.077555000000000013 -0.066089999999999996 0.079300000000000009 0.16540500000000002 0.14174500000000004 0.080200000000000007 0.11215000000000001 0.10302500000000002 -0.010264999999999998 -0.11242999999999999 1.0000000180025095e-35 -0.039889999999999988 -0.080299999999999996 -0.36241499999999999 -0.040964999999999994 0.084330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 11 -3 -6 18 14 12 23 -7 28 25 22 -13 -8 19 20 -5 -22 -9 24 -4 27 -27 -1 -14 -30
right_child=1 6 5 8 7 10 17 15 -10 -11 -12 16 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013999463908976654 0.0011898809456090157 0.00070125837666679027 0.0014499121571292335 0.0011935630639571192 0.0013716306510932904 0.0015237441825014383 0.00043716660552781507 0.00097610542639866996 0.00047034407880049373 0.00078019263390623574 0.001108697547962975 0.0019002559016232832 0.0013450229189028984 0.00089031553361875208 0.0015751799001653887 0.00056608304557288736 0.0014784051478810892 6.4495214921431467e-05 0.00054471124264072275 0.00064534355133079953 0.00062109979953137271 0.0010771018194246527 0.00065477581920371758 0.0013795208759930504 0.00085619919847887231 0.0010457791804334108 0.0014679518410690992 0.0010271367078768842 0.0011833516109465208 0.0013829692242673399
leaf_weight=21 112 133 22 41 31 58 130 104 58 22 171 21 395 25 33 26 45 21 22 27 26 20 27 1031 22 29 76 53 230 89
leaf_count=21 112 133 22 41 31 58 130 104 58 22 171 21 395 25 33 26 45 21 22 27 26 20 27 1031 22 29 76 53 230 89
internal_value=0 0.000725483 0.00129495 0.00090386 0.00111684 0.00133059 0.000533287 0.000938471 0.000738735 0.00126015 0.00126732 0.00138427 0.00130135 0.00128389 0.00130995 0.000852943 0.00161263 0.000385338 0.000853196 0.000912728 0.000995709 0.000819362 0.000909877 0.00137025 0.00115306 0.00126106 0.00135135 0.00113293 0.00129767 0.00123904
internal_weight=0 590 2531 306 422 2109 284 188 194 234 968 1141 797 739 212 157 66 151 136 114 87 46 131 1075 44 179 105 74 714 319
internal_count=3121 590 2531 306 422 2109 284 188 194 234 968 1141 797 739 212 157 66 151 136 114 87 46 131 1075 44 179 105 74 714 319
is_linear=0
shrinkage=0.00181146


Tree=2829
num_leaves=31
num_cat=0
split_feature=1 2 48 123 97 9 4 0 15 376 2 4 3 11 52 51 14 43 14 11 52 14 11 0 472 399 1420 1429 15 484
split_gain=1.8251 0.516387 0.324138 0.317354 0.30512 0.265677 0.330214 0.452668 0.442706 0.288378 0.311074 0.25386 0.278515 0.478673 0.261158 0.264747 0.249998 0.238763 0.238022 0.240428 0.248804 0.231403 0.397449 0.22615 0.222624 0.217111 0.215119 0.414956 0.643975 0.848823
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.083924999999999986 0.099965000000000012 0.50500500000000004 -0.10151999999999999 -0.41942499999999994 0.084815000000000015 0.116525 -0.46376499999999993 -0.10217499999999997 0.078065000000000009 0.039215000000000007 -0.43587999999999999 -0.073114999999999986 0.13895500000000002 0.076975000000000002 0.075910000000000019 0.039215000000000007 -1.0000000180025095e-35 0.085155000000000022 -0.14723999999999998 -1.0000000180025095e-35 -0.088409999999999989 -0.080064999999999983 0.084690000000000015 -0.0079099999999999986 0.073690000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 -1 6 9 -8 -9 10 -2 24 13 -13 15 -14 -12 -16 21 -20 -21 -6 25 -5 -3 -23 -27 -28 -29 -30
right_child=5 2 -4 23 18 -7 7 8 -10 -11 16 12 14 -15 17 -17 -18 -19 19 20 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0006614278713557699 0.0025625999214304992 0.0018699256195886223 -0.00032811013022832379 -0.00076148408128641888 0.0036505047080899545 -0.00055626698869303112 0.0020217960928226599 0.00044607068286367827 -0.0020476225564559792 -0.00013432074268739626 0.0024761455195406517 -0.00039500177046217282 0.0029776909840800083 0.0022215269049825547 0.0026496934606434542 0.0013676500726637292 0.00064530036843723072 0.00082459192329981503 0.0018100750097619367 0.0045753302249300727 0.0024249884475313174 0.003506572783355939 -2.4847491042378465e-05 0.0013311994893832691 0.0035448629767953896 0.0031958880956180942 0.0021747629189842622 0.0022749301884735533 0.0019436094920993587 -0.0025130116255459608
leaf_weight=33 58 42 20 20 26 32 29 63 25 27 25 39 29 32 127 224 75 21 27 31 24 30 21 37 38 48 1822 53 21 22
leaf_count=33 58 42 20 20 26 32 29 63 25 27 25 39 29 32 127 224 75 21 27 31 24 30 21 37 38 48 1822 53 21 22
internal_value=0 0.00205783 0.00165806 0.00172329 0.00217435 0.000817511 0.000963077 0.000303795 -0.000262365 0.00138003 0.00163881 0.0018396 0.00169961 0.000784279 0.00186168 0.0015522 0.00110301 0.00239073 0.00219784 0.00303545 0.003637 0.00216422 0.00214507 0.000596925 0.00266552 0.0021679 0.00214747 0.00212123 0.00110522 -0.000336522
internal_weight=0 2787 629 609 2158 334 302 117 88 185 158 552 472 71 401 253 100 148 2125 82 55 2043 2017 57 80 1996 1966 1918 96 43
internal_count=3121 2787 629 609 2158 334 302 117 88 185 158 552 472 71 401 253 100 148 2125 82 55 2043 2017 57 80 1996 1966 1918 96 43
is_linear=0
shrinkage=0.0158556


Tree=2830
num_leaves=31
num_cat=0
split_feature=1 2 454 2 13 30 33 3 132 15 15 49 4 1424 130 34 124 2 13 158 1427 151 149 157 51 3 51 156 11 16
split_gain=1.47833 0.418274 0.308417 0.28048 0.265567 0.248302 0.286006 0.238103 0.363877 0.355511 0.236495 0.490736 0.233708 0.221717 0.218086 0.271578 0.316092 0.257491 0.227344 0.213674 0.231014 0.264927 0.23487 0.273317 0.289954 0.488801 0.361129 0.549199 0.32474 0.319397
threshold=0.12000500000000001 0.10252500000000002 -0.064694999999999989 0.15609500000000001 -0.090639999999999984 0.086065000000000016 0.083840000000000012 0.31370500000000007 0.10613500000000002 -0.40580499999999992 -0.080694999999999989 -0.0020949999999999996 -0.04890499999999999 1.0000000180025095e-35 -0.0060099999999999989 -0.038779999999999995 0.05852000000000001 0.13622000000000004 -0.0025349999999999995 0.07968500000000002 0.088585000000000011 0.092070000000000013 1.0000000180025095e-35 -0.23976499999999998 -0.090529999999999985 -0.094874999999999987 -0.085534999999999986 0.087205000000000019 0.082485000000000017 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 13 12 9 -9 11 -6 -2 19 -14 -16 17 18 -17 20 21 22 23 -1 25 -25 27 -26 29 -28
right_child=7 2 3 -5 10 -7 -8 8 -10 -11 -12 -13 14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.00027701734437754662 0.0029877243920716115 -0.00056456275925656854 0.0010834176522592593 -0.00025589571131872253 -0.0012050168970843011 0.00063368175313298358 0.0046897746743444699 0.0011060332561955259 0.0020551542480140221 -0.0019658191001182979 0.0025283272178515176 0.0020578562280945192 -0.00065539501963941501 0.0045380127797485384 -0.00055119721163687742 0.0016889438067978794 -0.00070604547155425266 0.00072650779517863338 0.0036971177778520378 0.0030466881966836018 0.003921905337343423 0.00069635376018063191 0.0042544288471877282 -0.0013998672149560581 0.0064077367302469287 0.0020040389137792117 0.0025204957324082731 0.0018514982571039742 0.00038290505822186841 0.0010113805594459493
leaf_weight=25 28 20 95 22 22 29 24 25 26 39 348 122 27 21 28 53 21 47 40 225 39 38 27 20 23 116 1461 20 31 59
leaf_count=25 28 20 95 22 22 29 24 25 26 39 348 122 27 21 28 53 21 47 40 225 39 38 27 20 23 116 1461 20 31 59
internal_value=0 0.00234884 0.00189254 0.00197324 0.00205678 0.00248184 0.00250701 0.000933122 4.90877e-05 -0.000765877 0.00224473 0.00155936 0.0012592 0.00248213 0.00103513 0.00127664 0.00159452 0.0019396 0.00255267 0.00246141 0.00239057 0.00235776 0.00239319 0.00236455 0.00239472 0.00150346 0.00247076 0.00428856 0.00242036 0.00246192
internal_weight=0 2787 629 609 587 2158 2129 334 90 64 492 144 244 2105 216 189 161 140 93 2084 1859 1820 1782 1755 1730 136 1594 43 1551 1520
internal_count=3121 2787 629 609 587 2158 2129 334 90 64 492 144 244 2105 216 189 161 140 93 2084 1859 1820 1782 1755 1730 136 1594 43 1551 1520
is_linear=0
shrinkage=0.0201088


Tree=2831
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 3 2 3 1 14 39 52 1 2 16 1 12 0 2 16 1 43 15 0 16 156 1429
split_gain=114.84 20.1001 11.3112 8.99898 6.90858 6.58199 5.48922 4.66358 3.60262 3.41031 2.69242 2.55326 2.46355 1.77388 1.75002 1.54217 1.97554 1.46333 1.32403 1.31348 1.20308 1.19036 1.16855 1.14307 1.09227 1.05368 0.97867 1.2665 0.939306 1.38802
threshold=0.10508500000000001 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 0.10497000000000002 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.30112000000000005 0.089775000000000008 0.076840000000000006 0.077845000000000011 0.062655000000000016 0.094675000000000009 -0.56176499999999996 0.089370000000000019 0.09678500000000001 -0.25582999999999995 0.091450000000000017 -0.42850999999999995 -0.064754999999999993 0.15950500000000004 0.13751500000000003 1.0000000180025095e-35 -0.080324999999999994 -1.0000000180025095e-35 -0.038659999999999993 0.15273500000000004 0.087205000000000019 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 20 9 10 12 13 -5 18 17 -11 23 -17 -4 28 -10 -3 -21 -7 26 -13 -18 -16 -28 -1 -30
right_child=1 2 8 11 -6 22 -8 -9 19 14 -12 24 -14 -15 15 16 25 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0021642409402844939 0.0020993630960855461 0.002090694631979547 0.00073269026471572648 0.001947452748510714 0.0010642567336975786 0.0011031546412308341 0.0011021404923471873 0.0012411789966213359 0.00075191278005097475 0.0023477595645466642 0.0013034777236645412 0.0014241685701283661 0.002511708105049232 0.00058644332363840109 0.0019929953478000557 0.001249492681960067 0.0015915522388189423 0.0012898002025178621 0.0019808376934263867 0.00050425069104890606 0.0015835622438785876 -4.7680520540583027e-05 0.0016959181231375078 0.0022644173718279273 0.00090152500454140341 0.0021273415830170869 0.0013814460067856156 0.0019554092552397087 0.0020943245306825802 0.0016229970881665604
leaf_weight=981 71 54 34 28 198 27 44 24 34 45 47 49 59 76 663 23 22 33 210 35 24 23 21 51 20 32 22 36 107 28
leaf_count=981 71 54 34 28 198 27 44 24 34 45 47 49 59 76 663 23 22 33 210 35 24 23 21 51 20 32 22 36 107 28
internal_value=0 0.00115097 0.00103911 0.00203001 0.00128163 0.00205322 0.0016344 0.00206761 0.000763919 0.00207632 0.000912147 0.00146746 0.00213489 0.000783528 0.00198558 0.00196638 0.00171204 0.00100709 0.00211812 0.000457795 0.00193465 0.000285381 0.00136249 0.00199175 0.00127268 0.00190906 0.00197246 0.0017377 0.00214396 0.00199657
internal_weight=0 673 602 2448 320 2351 122 2303 282 2279 190 97 1385 143 894 849 77 67 1326 92 78 58 48 772 69 54 721 58 1116 135
internal_count=3121 673 602 2448 320 2351 122 2303 282 2279 190 97 1385 143 894 849 77 67 1326 92 78 58 48 772 69 54 721 58 1116 135
is_linear=0
shrinkage=0.00188464


Tree=2832
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 14 1 1 4 1 0 1 0 13 2 1 12 106 132 3 475 475 42 3 12 131
split_gain=135.713 21.661 13.1639 10.9179 8.67015 6.7816 4.57291 4.31959 3.95266 3.321 3.23971 2.40442 1.93182 3.12058 1.61066 1.53041 1.48136 1.31796 1.27204 1.11591 1.06614 1.01908 0.946723 0.880999 0.866495 1.44189 0.885867 1.10095 0.891412 0.854541
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.40473500000000007 0.14122000000000004 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.089875000000000024 -0.013125 0.093100000000000002 -0.095504999999999993 0.076935000000000017 -0.038659999999999993 0.049530000000000012 0.14122000000000004 0.16540500000000002 0.090285000000000018 0.087690000000000004 0.08696000000000001 0.30112000000000005 -0.088274999999999978 -0.10344499999999998 0.086555000000000007 0.090900000000000009 0.093105000000000007 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 9 -6 12 19 11 -5 24 15 20 -13 16 -7 -16 21 -4 -14 22 23 -3 25 -1 27 -26 -28 -2
right_child=1 2 8 10 6 7 -8 -9 -10 -11 -12 14 13 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0023118917025745527 0.0022880985206773633 0.0012627048187863639 0.00063841823755173986 0.001976072221199623 0.0019266779075427659 0.0021167753706840447 0.00114416500936392 0.0014241449843779347 0.0013543796983376787 0.0026378754674478292 0.0012683566671386455 0.0017256132968650121 0.0021458297124496012 0.0014241029683919318 0.0021639990638430279 0.002317042807460948 0.0017581855634630154 0.001781886203154311 0.00072969199617412797 0.00019281177428324449 0.0019180837938456543 0.00074201191248425926 0.00079261689919933945 0.0009640399593845555 0.0022944753936181769 0.0016186843365508649 0.0021922888661004714 0.0019725187420310663 0.0017995034825559204 0.0018497540904530046
leaf_weight=21 49 171 150 34 82 241 37 41 26 62 63 44 109 36 214 107 47 36 30 22 197 21 21 42 792 20 325 38 21 22
leaf_count=21 49 171 150 34 82 241 37 41 26 62 63 44 109 36 214 107 47 36 30 22 197 21 21 42 792 20 325 38 21 22
internal_value=0 0.00118705 0.00107321 0.0021239 0.00126448 0.00214897 0.00168338 0.00200786 0.000682922 0.00221876 0.00151642 0.00220156 0.00204033 0.00193867 0.0020516 0.00212836 0.00205826 0.00210897 0.00108958 0.000581422 0.00199921 0.00113192 0.00116691 0.00120381 0.00223779 0.00197374 0.00224699 0.00227974 0.00216845 0.00215227
internal_weight=0 673 602 2448 404 2351 119 778 198 1573 97 1511 737 342 294 395 288 250 285 172 306 255 234 213 1217 41 1176 830 346 71
internal_count=3121 673 602 2448 404 2351 119 778 198 1573 97 1511 737 342 294 395 288 250 285 172 306 255 234 213 1217 41 1176 830 346 71
is_linear=0
shrinkage=0.00184769


Tree=2833
num_leaves=31
num_cat=0
split_feature=1 2 0 3 13 0 0 11 1 51 1420 2 1 3 2 481 41 3 1452 1456 16 1446 48 16 3 15 160 157 2 12
split_gain=2.0204 0.468263 0.385097 0.309646 0.350382 0.273428 0.51242 0.451251 0.392529 0.382367 0.377457 0.368516 0.515973 0.335292 0.326245 0.330431 0.326117 0.312793 0.303626 0.4075 0.670738 0.284785 0.327814 0.268112 0.376975 0.348505 0.267209 0.267055 0.271001 0.348803
threshold=0.11690500000000002 0.10252500000000002 -0.13027499999999997 0.31370500000000007 -0.47860499999999995 -0.07929499999999999 -0.079829999999999998 0.078065000000000009 0.086920000000000011 0.11548000000000001 -0.081459999999999991 0.087675000000000017 0.090740000000000015 -0.083654999999999993 -0.0091949999999999983 -0.051484999999999996 0.079395000000000007 -0.014944999999999998 0.086765000000000023 -0.089834999999999984 -0.020119999999999996 0.087455000000000019 0.087555000000000008 -0.08453999999999999 -0.070099999999999982 -0.0096849999999999974 -0.42496499999999993 -0.081364999999999979 0.092235000000000025 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 6 7 8 9 18 -7 13 -13 -10 17 -16 -9 -12 19 20 -1 22 23 -15 25 -25 -17 -28 29 -29
right_child=3 2 -4 4 -6 10 -8 16 11 -11 14 12 -14 21 15 26 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0029897456370772649 0.0013624623474907409 0.0012582487111154059 0.0022711429253643332 0.0010423496788383184 -0.001210559392548099 0.0046025519408391911 0.0047467134947904964 0.0053329294011745616 0.001128488446684849 0.00114107770285969 0.0018572246667274612 -0.0015170518184858379 0.0019729028581320766 0.0029897244779590296 0.00015717681598995874 0.0040924528504425722 0.002600088684241106 -0.00070917464697410279 0.0041640774149231128 0.0028056603469631151 -0.00093663252610210281 0.0046343403031203862 0.0043266726226257358 0.0021666530110152835 0.0029921415554976473 -0.00066356487224852163 0.00032207185281099099 0.0047926009715778877 0.0018269897775700513 0.0025390376959972304
leaf_weight=30 299 156 438 56 34 20 36 32 57 45 43 20 37 63 21 27 23 22 47 1007 24 20 24 24 32 30 20 23 163 248
leaf_count=30 299 156 438 56 34 20 36 32 57 45 43 20 37 63 21 27 23 22 47 1007 24 20 24 24 32 30 20 23 163 248
internal_value=0 0.00243994 0.00200513 0.00109149 0.000191251 0.00256074 0.00268254 0.00263349 0.00257485 0.00272296 0.00223894 0.00201857 0.000748357 0.00230818 0.00215557 0.00230667 0.00419011 0.000988597 0.00278721 0.00272621 0.00124469 0.00265658 0.00242794 0.00212211 0.00148653 0.00059431 0.00240052 0.00229989 0.00239104 0.0027303
internal_weight=0 2732 594 389 90 2138 1551 1515 1460 1153 587 307 57 250 567 502 55 65 1108 1061 54 193 173 149 86 54 481 454 434 271
internal_count=3121 2732 594 389 90 2138 1551 1515 1460 1153 587 307 57 250 567 502 55 65 1108 1061 54 193 173 149 86 54 481 454 434 271
is_linear=0
shrinkage=0.0175059


Tree=2834
num_leaves=31
num_cat=0
split_feature=4 2 15 52 12 15 3 16 10 1 40 4 1447 159 3 13 160 160 0 11 160 48 13 2 1209 1213 9 151 1 403
split_gain=1.7069 0.501656 0.336714 0.323753 0.314473 0.39965 0.299706 0.283545 0.282832 0.281386 0.266774 0.254314 0.382386 0.389304 0.348162 0.520332 0.307601 0.455027 0.292136 0.319097 0.261678 0.247275 0.30265 0.297856 0.246051 0.287646 0.245094 0.250529 0.252208 0.225986
threshold=0.27044500000000005 0.12043500000000001 -0.026084999999999994 -0.065544999999999978 -0.010834999999999999 -0.11713499999999999 0.63141500000000017 -0.090344999999999995 -0.15282499999999996 0.086920000000000011 -0.0036699999999999992 -0.082249999999999976 -0.085804999999999979 -0.085179999999999992 0.11296500000000002 -0.41572999999999993 -0.085834999999999981 -0.013084999999999998 -0.046359999999999991 0.077290000000000011 -0.16266999999999995 0.09111000000000001 -0.073839999999999975 0.12992500000000004 0.083050000000000013 -0.073474999999999985 0.088665000000000008 -0.10737499999999998 0.10508500000000001 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 21 -4 5 -1 8 -7 -2 -10 -9 12 -6 -14 18 -16 20 -18 19 29 -15 23 -23 -3 -19 -26 27 -11 -29 -13
right_child=6 2 3 -5 11 7 -8 10 9 26 -12 14 13 16 15 -17 17 24 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0036219381392853956 -0.00060725156902456017 0.0012388529189282969 -0.0015516207692631632 0.0011479210567382396 0.00076781754231501577 0.0027743731153700925 -0.0012107246525598133 0.0014058695765083089 0.0031830623876370019 0.0025402909112364563 -0.0004797489835717329 0.0012122028637049057 0.0053090555269052495 0.0028989852164202456 0.0026346497729546428 -0.0014701583803631885 0.00062316014997025073 0.0025906716669136529 0.00033660369512574461 0.0043623241679309529 0.0055208520432048214 -7.1353221748881714e-05 0.0024947768993504923 0.0041082969931988808 0.0028707528353262663 0.0053702679462030705 0.002650076381998513 -0.0012385803627909494 0.00090012321220941363 0.0023702451420996667
leaf_weight=30 30 20 20 56 32 37 20 112 23 28 32 58 20 28 21 20 36 461 24 26 23 30 31 30 42 24 30 20 214 1543
leaf_count=30 30 20 20 56 32 37 20 112 23 28 32 58 20 28 21 20 36 461 24 26 23 30 31 30 42 24 30 20 214 1543
internal_value=0 0.00228229 0.00137152 0.000437515 0.00234859 0.00167495 0.000956887 0.00135225 0.00108255 0.00124348 0.000986843 0.00240887 0.00271035 0.0028084 0.0022902 0.000632304 0.00272694 0.00260425 0.00233137 0.0023608 0.0040814 0.00201102 0.00123275 0.00296052 0.00273958 0.00377967 0.0010907 0.000912148 0.000717328 0.00232829
internal_weight=0 2756 187 76 2569 211 365 181 345 315 144 2358 666 634 1692 41 614 563 1651 1627 51 111 61 50 527 66 292 262 234 1601
internal_count=3121 2756 187 76 2569 211 365 181 345 315 144 2358 666 634 1692 41 614 563 1651 1627 51 111 61 50 527 66 292 262 234 1601
is_linear=0
shrinkage=0.0182132


Tree=2835
num_leaves=31
num_cat=0
split_feature=4 2 3 106 44 48 52 159 3 13 4 15 9 13 49 0 15 133 1451 49 3 13 4 1427 4 399 483 16 133 160
split_gain=1.38259 0.472812 0.35771 0.281115 0.330414 0.266084 0.25009 0.371663 0.257867 0.41596 0.361101 0.375549 0.511664 0.299071 0.242009 0.401266 0.439185 0.351524 0.306435 0.290999 0.271982 0.453386 0.269756 0.566466 0.564343 0.461529 0.365086 0.329309 0.321858 0.383236
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.081805000000000017 0.14505500000000002 0.039215000000000007 0.10620500000000001 0.31370500000000007 -0.15714499999999998 0.40473500000000007 -0.46743999999999997 -1.0000000180025095e-35 -0.47860499999999995 0.11560500000000001 -0.080869999999999984 -0.052074999999999989 0.099660000000000012 0.089825000000000002 0.11136000000000001 0.12745000000000004 -0.16152999999999998 -0.021294999999999998 0.083935000000000023 -0.019614999999999997 0.086815000000000017 0.11517500000000001 -0.097644999999999996 0.088625000000000009 0.098320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 14 8 -8 9 -2 -11 12 -12 -10 18 16 -16 -17 19 20 21 -1 23 27 -24 26 28 -23 -26 -30
right_child=6 -3 -4 -5 -6 -7 7 -9 13 10 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0007025734771356994 0.0033679517559375761 -0.0001271704121983106 0.00082749159909908964 0.00043747371291807144 0.0043267409312399254 0.00012856258610329793 0.002753096880060194 5.2777077080047883e-05 0.00075498707144064706 -0.0016956689250432334 0.00031308822658734892 0.00039189850733054331 0.0047891063946242599 -0.002641104299856058 0.001642246622485688 0.003455744798506185 -0.0022562694077917474 0.00069630964863791236 0.0045739776918094135 0.0047639537879410783 0.0046138063949736291 0.0039142300311276884 -0.0010381437949223702 0.0054709190697758078 0.0023968776294049769 -0.0008689908233560611 0.0047770431172771488 0.0024494177753610854 0.0017720400232544913 -0.0011952761434455971
leaf_weight=20 26 33 64 31 37 22 65 32 24 25 21 130 22 20 31 52 20 31 28 22 23 68 23 28 736 20 24 1279 143 21
leaf_count=20 26 33 64 31 37 22 65 32 24 25 21 130 22 20 31 52 20 31 28 22 23 68 23 28 736 20 24 1279 143 21
internal_value=0 0.00231321 0.00234279 0.00237926 0.00240216 0.00237468 0.000969849 0.00186227 0.000646846 0.000928826 0.000608537 0.000941514 0.00260314 -0.000788691 0.00239391 0.00154529 0.000113417 0.00242511 0.00244062 0.0024158 0.00239414 0.00237252 0.00239878 0.00258339 0.00213629 0.00221364 0.00228036 0.00252337 0.00221378 0.00139208
internal_weight=0 2756 2723 2659 2628 2591 365 97 268 224 198 173 43 44 2569 134 51 83 2435 2407 2385 2362 2342 1375 967 944 924 1347 900 164
internal_count=3121 2756 2723 2659 2628 2591 365 97 268 224 198 173 43 44 2569 134 51 83 2435 2407 2385 2362 2342 1375 967 944 924 1347 900 164
is_linear=0
shrinkage=0.020511


Tree=2836
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 2 12 2 4 14 34 47 52 1 124 16 0 16 14 16 3 13 15 4 150
split_gain=92.2919 12.2082 10.2297 6.63295 6.05229 4.13887 3.96022 3.35276 3.22788 2.48842 2.43405 1.87204 1.80145 1.63315 1.62398 1.59994 1.50558 1.46014 1.77338 1.37019 1.24329 1.09128 1.80845 1.07178 1.19533 1.17568 1.03944 1.01118 0.893241 0.84832
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.091475000000000015 -0.17966999999999997 0.40124500000000002 -0.061854999999999993 0.11389000000000002 0.13597000000000004 0.13754500000000003 -0.0086549999999999978 0.076175000000000007 -1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.073404999999999984 -0.11173999999999999 -0.43320999999999993 0.062655000000000016 0.10994000000000002 0.090900000000000009 -1.0000000180025095e-35 -0.41942499999999994 -0.0070899999999999991 0.089155000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 12 14 -6 28 -7 16 13 15 20 21 -3 23 18 19 -9 -8 22 -4 24 25 -1 -17 -14 -5 -29
right_child=1 5 6 8 7 9 11 17 -10 -11 -12 -13 27 -15 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0016984326585007469 0.0010375881318351076 0.00046200387548461482 0.0019201573096013307 0.0019559053315799262 0.0018897685474200251 0.00077717623074284516 0.0019534032807647025 0.0010610890840477667 0.0010671393271123697 0.0014335046109735122 0.0011601518327155906 0.0013691678655262695 0.00064470790057133236 0.0016556627610837215 0.0022685594449397819 0.00073760190017492814 0.0021684866708578695 0.0016274968462752575 0.00092755406919260209 0.0016028514197410006 0.0017733701707083151 0.0019270662090695313 0.001234301233689645 0.0021421074825742382 0.001974150792606248 0.0012665695021221242 0.0011857223000979464 9.9968587884876036e-05 0.0015854844274526682 0.00054956049274369702
leaf_weight=93 178 40 35 46 28 41 203 30 29 38 22 39 41 240 46 43 33 23 73 34 369 1156 21 20 38 28 30 38 43 23
leaf_count=93 178 40 35 46 28 41 203 30 29 38 22 39 41 240 46 43 33 23 73 34 369 1156 21 20 38 28 30 38 43 23
internal_value=0 0.000997903 0.0018094 0.00126279 0.0015468 0.000731217 0.00186194 0.00129993 0.0016025 0.00109288 0.00174513 0.0017646 0.000598328 0.00178359 0.0019278 0.000759015 0.00180584 0.00119671 0.00112439 0.0013489 0.00183726 0.00191486 0.00166296 0.00173898 0.00168828 0.0015985 0.000921761 0.000420311 0.00177694 0.000269487
internal_weight=0 590 2531 296 422 294 2109 188 118 79 234 851 215 812 1258 113 212 160 137 64 572 1212 56 179 159 121 73 102 89 61
internal_count=3121 590 2531 296 422 294 2109 188 118 79 234 851 215 812 1258 113 212 160 137 64 572 1212 56 179 159 121 73 102 89 61
is_linear=0
shrinkage=0.00184769


Tree=2837
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 4 1 0 2 4 0 132 133 394 4 47 13 160 16 16 12 15 16 151 3 131
split_gain=85.6581 14.9607 8.37734 6.80341 6.54508 4.11956 3.3278 2.9263 3.91102 2.87347 2.34593 1.81788 1.75004 1.66961 1.41171 1.26803 1.42668 1.19043 1.20558 1.18008 1.06797 1.64713 2.44466 0.913199 0.903865 0.88086 0.868558 0.841027 0.761146 0.699294
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.40473500000000007 0.077845000000000011 -0.07929499999999999 0.17025000000000004 0.27834500000000006 -0.15599999999999997 0.08696000000000001 0.089200000000000015 -0.079154999999999989 -0.49013999999999996 0.13011000000000003 -0.011289999999999998 -1.0000000180025095e-35 -0.0094449999999999968 -0.10850999999999998 0.09320500000000001 -0.10653 -0.073404999999999984 -0.030624999999999996 -0.045649999999999989 0.094655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 8 14 -6 -5 -10 19 23 -1 16 20 -13 24 29 -3 -22 27 -9 -19 -25 -20 -23 -28 -4
right_child=1 2 12 10 9 -7 -8 13 11 -11 -12 17 -14 -15 -16 -17 -18 18 26 -21 21 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0014359752615190288 0.0016679788605382924 0.00080892022745212341 0.00063675028825851954 0.0016004255103972825 0.0014888601017229385 0.0011477097116953012 0.0020032366501817256 0.0016348717383791378 0.0017346284622137473 0.00091496036877906396 0.0010003148683424079 0.001200344975541066 0.00024771488468836402 0.0010416005116979151 0.0008852337243385088 0.00051500721711885745 0.00058453970441999122 0.0018892376782575218 0.0016956922274447563 0.0010234141311671993 0.0013569189405499232 0.00093228497450696223 0.00039575675159501304 0.0017256682314823715 0.0015588956717111522 0.001399204153759284 0.0015630792435998694 0.0013290322466740249 0.0012124570131492774 0.00029365983288210469
leaf_weight=43 76 113 83 28 87 48 84 155 1148 38 67 20 49 22 21 32 42 83 168 20 36 46 21 30 36 152 305 25 20 23
leaf_count=43 76 113 83 28 87 48 84 155 1148 38 67 20 49 22 21 32 42 83 168 20 36 46 21 30 36 152 305 25 20 23
internal_value=0 0.000939199 0.000849138 0.00163393 0.000977293 0.00165251 0.00166311 0.00165014 0.00167814 0.00131439 0.00117719 0.00169334 0.000526919 0.00150632 0.00125526 0.000843523 0.00088067 0.00161835 0.00163201 0.000635498 0.000932277 0.00104118 0.000917628 0.00153666 0.0017893 0.00145302 0.00159405 0.00107198 0.0015415 0.000562306
internal_weight=0 691 615 2430 440 2335 2287 2203 1844 125 95 1780 175 359 64 315 283 632 612 126 241 128 92 337 119 182 493 71 325 106
internal_count=3121 691 615 2430 440 2335 2287 2203 1844 125 95 1780 175 359 64 315 283 632 612 126 241 128 92 337 119 182 493 71 325 106
is_linear=0
shrinkage=0.00174112


Tree=2838
num_leaves=31
num_cat=0
split_feature=1 52 52 15 393 3 1210 41 457 31 2 15 1 41 1447 1453 50 151 4 42 15 4 52 43 4 15 51 15 133 51
split_gain=1.75759 0.383765 0.510072 0.336784 0.409325 0.361739 0.360139 0.360007 0.296908 0.3449 0.454908 0.428756 0.386614 0.286046 0.271493 0.514798 0.264652 0.254228 0.253507 0.232412 0.231959 0.408263 0.394796 0.383453 0.383266 0.479705 0.376933 0.505865 0.33264 0.230229
threshold=0.11146500000000002 -0.23375999999999997 -0.16675999999999999 0.024640000000000006 0.086855000000000016 -0.076514999999999986 -0.0084249999999999985 0.075585000000000013 0.094310000000000019 -0.018414999999999997 0.11362000000000001 -0.41942499999999994 0.11588000000000001 0.079395000000000007 -0.086059999999999984 -0.065549999999999983 -0.24464999999999995 0.015440000000000001 0.40124500000000002 0.090545000000000014 -0.079249999999999987 -0.37944499999999992 -0.085984999999999992 -0.077604999999999993 -1.0000000180025095e-35 -0.015744999999999999 -0.025879999999999997 -0.036009999999999993 0.086365000000000011 0.095375000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 -3 4 5 6 -1 14 9 -4 11 -11 -13 -9 -5 -16 -7 20 -8 -2 22 -22 28 -24 25 -23 -26 -28 -18 -12
right_child=1 2 8 7 -6 16 18 13 -10 10 29 12 -14 -15 15 -17 17 -19 -20 -21 21 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00042397724000685052 0.0036516611883791088 -0.0015954255841471071 -0.00026401359357950668 0.0040237657476302965 -9.0227252593671608e-05 -0.00015344259624574267 0.0026173288008380859 0.0058447489121985965 -0.00062305214083563875 0.00087093509991912959 0.00071427855653565225 0.0052555730091917189 0.0024060912314479237 0.0029928803798906153 3.0641520115185682e-05 0.0025783602827127231 0.0027425706597488586 0.00049949566312613341 0.00079047149446799059 0.001456561593346211 0.0028531957069670207 0.0017582797506401509 0.00087040166291422517 0.0025410659225956421 -0.00011011089093172561 -0.001122928141835302 0.0015534449599145452 0.0050155376048687268 0.0056870250827949402 0.0020188510230713191
leaf_weight=27 32 23 41 41 25 20 816 20 28 39 178 22 56 28 27 1028 35 36 26 32 66 36 62 172 21 41 42 21 20 60
leaf_count=27 32 23 41 41 25 20 816 20 28 39 178 22 56 28 27 1028 35 36 26 32 66 36 62 172 21 41 42 21 20 60
internal_value=0 0.00123503 0.00104617 0.00240308 0.00222032 0.0022604 0.00249452 0.00263728 0.00118946 0.00131762 0.00150029 0.00243017 0.00320979 0.00418116 0.00256967 0.00251316 0.00190472 0.00197929 0.00256092 0.00255411 0.00208253 0.00164682 0.00242477 0.00209841 0.00115228 0.00022413 0.00200308 0.00270748 0.00381328 0.00104316
internal_weight=0 511 447 2610 1466 1441 869 1144 424 396 355 117 78 48 1096 1055 572 552 842 64 516 227 289 234 161 77 84 63 55 238
internal_count=3121 511 447 2610 1466 1441 869 1144 424 396 355 117 78 48 1096 1055 572 552 842 64 516 227 289 234 161 77 84 63 55 238
is_linear=0
shrinkage=0.0182132


Tree=2839
num_leaves=31
num_cat=0
split_feature=1 155 0 133 15 50 393 50 49 15 4 3 42 12 13 43 43 12 15 130 157 12 1456 148 454 130 2 43 475 1
split_gain=1.42365 0.350671 0.398326 0.397653 0.276386 0.378725 0.424695 0.387846 0.418002 0.650117 0.433047 0.361677 0.43206 0.283724 0.312017 0.416282 0.363961 0.338621 0.276381 0.268625 0.313682 0.423219 0.283156 0.269623 0.31924 0.289515 0.386465 0.385139 0.287903 0.341916
threshold=0.11146500000000002 0.10158500000000002 0.10455500000000001 -0.24227499999999996 0.083195000000000005 1.0000000180025095e-35 0.086855000000000016 0.10672000000000002 -0.012404999999999998 -0.011859999999999997 -0.021294999999999998 -0.014944999999999998 0.084145000000000011 0.080890000000000017 0.054800000000000008 -0.14035499999999998 -0.077044999999999988 0.091625000000000012 0.10549000000000001 -0.082549999999999985 -0.086989999999999984 0.083985000000000018 -0.071109999999999993 -0.10069499999999999 -0.083524999999999988 0.084975000000000009 0.087545000000000026 -0.20207499999999998 -0.10968499999999999 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 19 11 -9 -10 -11 12 -7 18 15 -15 17 -16 -6 -1 21 -21 -22 -24 -25 27 -27 -26 -29 -30
right_child=1 -3 -4 -5 13 7 -8 8 9 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 22 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.003397509208069346 0.0031095477517533721 0.0030256705293105787 -0.0013077607256541145 0.00087735927777669485 0.0045205227955524433 0.0046579549378986569 -0.00051350925501572131 0.0038628905424164394 0.0021071245880023249 0.0015235604056636016 -0.00162566759440138 0.0011157220530340719 0.0024997363670487332 0.0037458152091985539 -3.3730992549297496e-05 0.0020500961919505171 -0.00069313459429752556 0.00216204504490172 0.0021747810514364729 0.0045718101788136027 0.0024245682439797121 0.0019389438399191508 0.0033043425810654623 0.0034276257729557321 -0.0003904525937662849 0.0041004188650086495 0.0017291500403521295 0.0025613412972155963 0.0016242474948393946 0.00094259294897626803
leaf_weight=22 21 20 20 450 23 39 23 22 130 21 23 22 58 38 23 862 20 76 28 20 87 66 20 20 33 20 127 47 368 372
leaf_count=22 21 20 20 450 23 39 23 22 130 21 23 22 58 38 23 862 20 76 28 20 87 66 20 20 33 20 127 47 368 372
internal_value=0 0.000967652 0.000883823 0.000976884 0.00188282 0.00174682 0.00162073 0.00223716 0.00180364 0.00154328 -0.000122627 0.00295118 0.00336747 0.00207857 0.00202081 0.00212169 0.00125779 0.00165192 0.00323266 0.00166157 0.0016292 0.00255124 0.00155672 0.00148174 0.00144481 0.0014038 0.00205177 0.00128764 0.00135801 0.00128158
internal_weight=0 511 491 471 2610 1540 1225 315 196 174 44 119 97 1070 1019 900 119 99 51 1202 1180 86 1094 1007 987 967 147 820 787 740
internal_count=3121 511 491 471 2610 1540 1225 315 196 174 44 119 97 1070 1019 900 119 99 51 1202 1180 86 1094 1007 987 967 147 820 787 740
is_linear=0
shrinkage=0.0158556


Tree=2840
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 4 1 1 2 2 4 1 50 457 1 475 4 3 1 16 52 31 43 12 0
split_gain=67.5602 8.83074 7.57646 4.7734 4.46593 3.57453 2.80156 2.95454 2.40012 2.11757 2.04161 1.95771 1.35167 1.38821 1.31928 1.2225 1.02263 1.01175 0.968315 0.966868 0.782466 0.777453 0.830997 0.75546 0.725107 0.842421 0.640036 0.627604 0.621487 0.794152
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.076975000000000002 0.14122000000000004 0.36766000000000004 0.092845000000000025 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.04890499999999999 0.13436000000000001 0.041865000000000006 0.080930000000000016 0.122715 -0.066784999999999983 -0.078439999999999996 0.090900000000000009 0.12958500000000003 -0.013324999999999998 -0.54906499999999991 -0.077289999999999984 -0.080324999999999994 0.088245000000000004 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 8 6 26 23 12 10 18 -4 21 14 -14 -9 -17 -7 20 -2 -6 28 -23 -8 -22 -26 -3 -13 -1 -30
right_child=1 5 11 -5 9 17 7 15 -10 -11 -12 27 13 -15 -16 16 -18 -19 -20 -21 24 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0018341497721299353 0.0016581529752402301 0.00085673556557234836 0.0015563469024462376 0.00097935206250741804 0.0018064606940048715 0.00046661330350039268 0.001715813613802843 0.0013769769285465507 0.0020554892719009048 0.0011648341262276733 0.0011655633471970551 0.0011589773448919755 0.001280391846277039 0.0012205452707130481 0.0016911972437778638 0.00097548492334231622 0.00058915597112477213 0.00089239256277297611 0.0012349027677592374 0.00128146347080752 0.0016813998036374145 0.0017209878995813443 0.0013920989359804158 0.0012389073408688215 0.0017885032538891667 0.0014669104168875064 0.00055601553722245292 0.0007962001295865978 0.0017646584325650332 0.0014861553857588269
leaf_weight=422 83 41 37 74 70 75 22 20 72 41 34 53 27 25 284 128 26 23 20 29 179 787 25 20 31 150 49 21 215 38
leaf_count=422 83 41 37 74 70 75 22 20 72 41 34 53 27 25 284 128 26 23 20 29 179 787 25 20 31 150 49 21 215 38
internal_value=0 0.00100915 0.00167649 0.00132936 0.0016973 0.000861727 0.000956263 0.00106595 0.00173746 0.00155236 0.00158519 0.0012228 0.0017249 0.00162317 0.00165553 0.000963906 0.000910261 0.000566541 0.00161689 0.00156062 0.00163466 0.00174789 0.00171086 0.00148872 0.00160125 0.00152199 0.00069301 0.00105603 0.00179242 0.00172283
internal_weight=0 590 2531 186 2420 404 306 216 1895 525 484 111 1823 336 311 174 154 98 450 112 430 1487 812 42 360 181 90 74 675 253
internal_count=3121 590 2531 186 2420 404 306 216 1895 525 484 111 1823 336 311 174 154 98 450 112 430 1487 812 42 360 181 90 74 675 253
is_linear=0
shrinkage=0.00177594


Tree=2841
num_leaves=31
num_cat=0
split_feature=1 2 1454 159 16 157 52 11 15 40 124 16 33 11 0 42 13 160 9 4 0 15 12 376 2 157 157 0 48 1447
split_gain=1.4312 0.457117 0.307335 0.437531 0.383776 0.634028 0.309578 0.263236 0.388308 0.255403 0.254551 0.247127 0.246187 0.257031 0.291833 0.234657 0.317618 0.245746 0.226661 0.283265 0.358022 0.395029 0.249008 0.271164 0.346391 0.201782 0.293665 0.22952 0.358543 0.501507
threshold=0.12000500000000001 0.10527500000000002 0.091445000000000012 -0.23203499999999996 0.40020000000000006 -0.078754999999999978 0.039215000000000007 0.090070000000000025 -0.07490999999999999 -0.080519999999999994 -0.083859999999999976 0.51222500000000004 0.083840000000000012 0.095720000000000013 0.13134000000000004 -0.0060199999999999993 -0.0093149999999999986 0.08443500000000001 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 -0.092484999999999984 0.084815000000000015 0.14960000000000004 -0.48214999999999997 -0.24909499999999998 -0.076579999999999995 0.093265000000000015 -0.051529999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -5 9 8 -6 -7 15 -10 13 14 25 -1 17 -17 19 22 -21 -22 -2 24 -24 -12 -27 -28 29 -29
right_child=18 2 -4 4 7 6 -8 -9 11 -11 12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0026126107174924778 0.0028067412133801102 0.0038712708839500421 -0.00045865385669451459 -0.001130148494327904 0.0037174838848923171 -0.00068432866570629239 0.0021106600921571572 0.0035426484208387629 -0.00012710766084397373 0.0012307692502765042 0.0035495969898194026 0.0018413627643987813 0.0038091300077383603 0.00031038992311287677 0.0035537942548259606 0.00029491015363840707 -0.00093257937090425751 0.00260930005541177 -0.00048586910196254094 0.0019177248265252055 0.00049433718660609155 -0.0019030260637838252 0.0019032728321347677 -0.00048451432052364963 9.5821768939638311e-05 0.0003813822297255837 0.0021301354398283617 0.0041311417704164534 -0.00011103805259076798 0.0016576249193290056
leaf_weight=23 26 21 20 28 23 20 109 30 22 204 23 69 21 22 34 24 21 24 32 28 64 25 96 24 39 28 1655 23 27 316
leaf_count=23 26 21 20 28 23 20 109 30 22 204 23 69 21 22 34 24 21 24 32 28 64 25 96 24 39 28 1655 23 27 316
internal_value=0 0.00192872 0.0015091 0.00158392 0.00148881 0.00120722 0.00140376 0.00219472 0.00184 0.00105978 0.00203096 0.00136547 0.00206662 0.00204943 0.00206759 0.0011979 0.000726332 0.00145211 0.000808409 0.000945551 0.00032272 -0.000179079 0.00133945 0.00109952 0.00138112 0.00204321 0.0020263 0.00204909 0.00168259 0.00182544
internal_weight=0 2787 546 526 505 361 333 144 114 224 2241 91 2149 2128 2106 92 69 48 334 302 117 89 185 159 135 2072 2049 2021 366 339
internal_count=3121 2787 546 526 505 361 333 144 114 224 2241 91 2149 2128 2106 92 69 48 334 302 117 89 185 159 135 2072 2049 2021 366 339
is_linear=0
shrinkage=0.0161728


Tree=2842
num_leaves=31
num_cat=0
split_feature=4 2 15 48 133 15 15 0 15 1209 129 16 4 479 2 15 2 151 16 12 43 49 474 0 42 156 51 4 11 457
split_gain=1.1754 0.438988 0.354763 0.340035 0.315546 0.292655 0.37859 0.602162 1.16195 0.431547 0.308607 0.309815 0.388318 0.37319 0.303373 0.284439 0.281068 0.269067 0.247484 0.520692 0.471674 0.282111 0.24412 0.324315 0.391196 0.37335 0.509762 0.380851 0.370864 0.281425
threshold=0.26450500000000005 0.14285500000000004 -0.03241999999999999 0.094925000000000023 1.0000000180025095e-35 -0.14601999999999996 0.013270000000000002 -0.11173999999999999 -0.015039999999999998 0.091045000000000001 0.096925000000000011 -0.16075999999999999 0.0067750000000000006 0.084530000000000008 0.086100000000000024 -0.083359999999999976 0.25063000000000007 0.084990000000000024 0.042200000000000008 0.051320000000000005 -0.070064999999999975 -1.0000000180025095e-35 0.10008000000000002 -0.079119999999999982 0.083995000000000014 0.091555000000000011 0.11917000000000001 -0.17966999999999997 0.079300000000000009 0.083415000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 7 8 14 10 11 -9 13 22 -7 -16 -2 18 19 -8 -20 -21 23 24 29 26 27 28 -25 -13
right_child=16 2 4 -5 -6 6 17 9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 20 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030621507761741606 0.0011075661961125281 0.0039536755882885882 -0.002120834138203331 0.00036185363556493042 0.0010872043813629922 0.0034219148849311586 0.0050060680100550009 0.0038006649066401037 -0.0028350525032886206 -0.00080014020810853525 0.00032484746980185358 0.0038488074196910112 0.0013814215418448017 -0.00035324970764124446 0.00055593742851500424 0.0025524825882337725 -0.0010947415396647194 0.0046549922323470636 1.4532271320447415e-05 0.00021183982642279759 0.0025439787364936379 0.0024210995114423411 0.0034523122392133899 0.0027452431641062911 0.002146067316113014 0.0027750012910870325 0.0037722466197799313 0.00017032451546395233 -0.00014105246844293585 0.0019451939643516246
leaf_weight=137 366 20 22 21 26 27 30 44 28 20 36 123 223 20 96 39 24 20 49 23 69 965 74 62 256 103 29 105 24 40
leaf_count=137 366 20 22 21 26 27 30 44 28 20 36 123 223 20 96 39 24 20 49 23 69 965 74 62 256 103 29 105 24 40
internal_value=0 0.00212904 0.000767207 0.00211396 -0.000383147 0.00217491 0.00212639 0.00190203 0.0008733 0.00207068 0.00212108 0.00217971 0.00211236 0.00230734 0.00151425 0.00113272 0.00097204 0.0023882 0.00234829 0.00244736 0.00149362 0.00236967 0.00237255 0.00226486 0.00262674 0.00179543 0.00133681 0.000967036 0.00193977 0.00338166
internal_weight=0 2731 89 41 48 2642 2505 1349 190 1159 1139 1103 1059 836 162 135 390 1156 1136 1018 118 988 816 742 419 323 220 191 86 163
internal_count=3121 2731 89 41 48 2642 2505 1349 190 1159 1139 1103 1059 836 162 135 390 1156 1136 1018 118 988 816 742 419 323 220 191 86 163
is_linear=0
shrinkage=0.0197145


Tree=2843
num_leaves=31
num_cat=0
split_feature=1 2 1 3 1186 2 2 1456 49 0 43 12 1211 1447 4 403 457 43 130 15 1212 403 39 1186 2 1211 52 16 51 160
split_gain=0.983095 0.30869 0.288413 0.358188 0.317378 0.301379 0.384972 0.291931 0.265109 0.296293 0.377456 0.313478 0.275626 0.276652 0.540847 0.264516 0.266007 0.25665 0.404706 0.381237 0.364661 0.572543 0.356545 0.327699 0.3618 0.385704 0.333509 0.473357 0.474969 0.324872
threshold=0.12000500000000001 0.15609500000000001 0.090540000000000023 0.10732000000000001 0.060550000000000007 0.084055000000000005 0.083935000000000023 -0.083354999999999999 0.005085000000000001 -0.099059999999999995 -0.077044999999999988 0.091545000000000015 0.082210000000000019 -0.080289999999999986 -0.085409999999999986 -0.52336499999999997 0.10613500000000002 0.0016850000000000001 -0.072444999999999982 -0.11033999999999998 0.086310000000000012 -0.015394999999999997 0.10076500000000001 0.049580000000000006 0.084245000000000014 0.083115000000000008 -0.53299999999999992 0.23311500000000004 -0.016074999999999996 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 8 -4 9 10 -1 12 13 14 -11 -9 -17 18 -7 -19 -21 -22 23 24 -20 26 -26 29 -29 -28
right_child=-2 -3 4 -5 -6 17 -8 15 -10 11 -12 -13 -14 -15 -16 16 -18 19 22 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0020797255209953178 0.00085598222975909774 -0.00046248698334399734 0.0042000452992775432 -0.00037994958530815939 -0.00094008165438021392 0.0041676094927907944 0.0056402986868974297 -0.00059022487834927047 0.00030104804700018418 0.0034490469709929634 0.0058591950408822188 0.0046517787547895907 0.00033972868753785604 0.0029133950507145442 -0.0016129759252153809 0.0019257976639534347 -0.00013695222635886072 0.003515378222843076 -0.00069362715572959355 0.00099726175908954702 0.00026132613518276465 0.0050832195606264428 -0.00058708728490144654 0.0042627862172020508 0.0036672577401892529 0.0050496083977737052 0.0029982406534181751 0.0017299151632305756 -0.0012299483541629319 0.0020421313423231889
leaf_weight=21 334 22 24 24 20 53 22 22 21 20 31 30 30 186 20 665 31 44 20 242 20 28 21 38 69 23 222 84 37 697
leaf_count=21 334 22 24 24 20 53 22 22 21 20 31 30 30 186 20 665 31 44 20 242 20 28 21 38 69 23 222 84 37 697
internal_value=0 0.00210564 0.00212607 0.00226318 0.00176565 0.00229524 0.00284534 0.00183858 0.00267407 0.0028215 0.00433287 0.00254671 0.00230002 0.00256023 0.000918036 0.00175964 0.00183392 0.00216408 0.00230588 0.00162746 0.00134101 0.0030741 0.0022244 0.00227401 0.00220841 0.00225968 0.00220182 0.0021046 0.000824833 0.0022731
internal_weight=0 2787 2765 2003 762 1979 381 742 359 338 52 286 256 226 40 718 696 1598 1264 334 290 48 1211 1190 1152 1132 1109 1040 121 919
internal_count=3121 2787 2765 2003 762 1979 381 742 359 338 52 286 256 226 40 718 696 1598 1264 334 290 48 1211 1190 1152 1132 1109 1040 121 919
is_linear=0
shrinkage=0.0217664


Tree=2844
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 159 2 1 14 3 3 132 48 1 1 1 1 2 47 0 15 0 4 1 1 0 12 1
split_gain=80.3749 13.6241 8.71456 6.80622 4.49223 4.00519 2.71096 2.54796 2.33084 2.14777 2.11376 1.47827 1.90638 1.44586 1.2071 1.12485 1.06897 0.853996 0.844964 0.816929 0.751703 0.726842 2.96356 0.924768 0.709322 0.895384 0.861453 1.03461 0.648408 0.637224
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.14122000000000004 -1.0000000180025095e-35 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.10365500000000001 -0.015314999999999997 0.090540000000000023 0.14173500000000003 0.13146500000000003 0.11588000000000001 -0.0091949999999999983 0.10648500000000001 -0.10607499999999999 -0.10469999999999999 -0.14723999999999998 -0.015039999999999998 0.093100000000000002 0.075045000000000014 -0.038659999999999993 0.090165000000000009 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 14 -4 18 -5 15 12 17 16 -7 21 -13 -9 -6 -17 -3 22 -1 -24 26 28 27 -16 -26 -28
right_child=1 2 7 9 8 6 -8 11 -10 -11 -12 13 -14 -15 24 19 -18 -19 -20 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.0019007815957817985 0.0015330061700334005 0.00068289531889817229 0.00098344050084490779 0.0013701878159419791 0.0015509441237917382 0.0010778751020944222 0.00093677127811989222 0.00061096451815336188 0.00070142688638588321 0.00078129896952103576 0.0019321319573453166 0.0002189344010615057 0.00086254294026556007 0.00050263054586651107 0.0015111077352890831 0.0011079887886035547 -0.00030830460868638235 0.00026161641230059384 0.0011404053770329393 0.0014878882980582627 0.0010575493255682283 0.0016071591381299202 0.0013447303011363909 0.00081779447451136471 0.0015355875958512658 0.0010585887072865972 0.001885655077289038 0.0012120288363459309 0.0013565445986158965 0.0015608712275602598
leaf_weight=30 74 197 26 37 44 32 41 35 25 60 62 30 34 28 264 23 27 99 32 231 22 1116 32 20 119 27 33 51 201 69
leaf_count=30 74 197 26 37 44 32 41 35 25 60 62 30 34 28 264 23 27 99 32 231 22 1116 32 20 119 27 33 51 201 69
internal_value=0 0.000754838 0.000658704 0.00150495 0.000875208 0.00152554 0.00141882 0.000410384 0.0012106 0.00100593 0.00158453 0.000351493 0.000456013 0.000144911 0.00144365 0.00156969 -3.08104e-05 0.000352864 0.00137809 0.00145349 0.000720532 0.00159432 0.00141964 0.00114206 0.00145897 0.00139476 0.0015124 0.00146269 0.00142313 0.00166595
internal_weight=0 673 599 2448 320 2351 837 279 101 97 1514 253 168 85 796 1452 57 134 76 254 219 1198 82 52 764 347 417 315 320 102
internal_count=3121 673 599 2448 320 2351 837 279 101 97 1514 253 168 85 796 1452 57 134 76 254 219 1198 82 52 764 347 417 315 320 102
is_linear=0
shrinkage=0.00192234


Tree=2845
num_leaves=31
num_cat=0
split_feature=1 4 3 3 1 1 4 159 0 12 4 2 12 52 1 14 475 0 1 47 16 0 4 13 48 376 2 12 51 43
split_gain=53.0006 7.19344 5.54681 4.86345 3.02583 2.50972 2.27695 2.24946 2.09564 1.97062 1.95881 1.83535 1.36976 1.19874 1.084 1.01373 1.07479 0.909289 0.845235 0.809175 1.00006 1.4426 0.72301 0.72169 0.71397 0.946363 1.00377 0.690937 0.683364 0.675587
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 -0.059315 0.093575000000000019 0.13146500000000003 0.36766000000000004 0.082585000000000006 -0.14920999999999998 1.0000000180025095e-35 -0.17966999999999997 0.13093500000000002 0.090285000000000018 0.092965000000000006 0.16540500000000002 0.062655000000000016 -0.079029999999999975 -0.11242999999999999 0.10337500000000001 0.077555000000000013 -0.024819999999999998 -0.096374999999999975 0.033845000000000007 -0.012119999999999997 0.14174500000000004 0.080200000000000007 0.11215000000000001 0.095175000000000023 0.10302500000000002 -0.080554999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 11 -3 8 24 -1 -10 -6 15 17 18 -7 16 -4 -11 -12 20 23 -22 -14 -18 25 26 -5 -23 -28 -20
right_child=1 5 4 7 10 14 -8 -9 9 12 13 -13 22 -15 -16 -17 19 -19 29 -21 21 27 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0017270139310614785 0.0012279129955424569 0.00070467671692536825 0.00091224872908909286 0.0012369164344434411 0.0014075338937047917 0.00042683815726497559 0.00082643791043918733 0.00045514127551980819 0.00092450626415146715 0.0011587882960010897 0.00094797345133897288 0.00090871994155426706 0.0013514334815897383 0.0012817906473807019 -1.7447820760092737e-05 0.0016913044562770836 0.001305801664780013 0.0014370695474457947 0.00090360515279608105 0.0015770865062725797 0.0018544061281786592 0.0014331338530446474 0.0012010107895518017 0.0010385557534209403 0.00058244290821250419 0.00064260636405686115 0.00065347802963088204 0.0010747661957807662 0.0010988597796705612 0.0004765743832521092
leaf_weight=58 112 136 23 41 29 127 24 58 31 40 73 41 679 22 21 22 70 1048 20 35 20 51 124 63 22 27 26 27 20 31
leaf_count=58 112 136 23 41 29 127 24 58 31 40 73 41 679 22 21 22 70 1048 20 35 20 51 124 63 22 27 26 27 20 31
internal_value=0 0.000734657 0.00133756 0.000927352 0.00117219 0.000527035 0.00138104 0.000753833 0.00138777 0.00137753 0.000977519 0.00126897 0.00138495 0.000892105 0.000363798 0.00131646 0.00128793 0.00142684 0.000822968 0.00132041 0.00128152 0.00142037 0.00132821 0.00117921 0.000881216 0.000938873 0.00103082 0.00130908 0.000847122 0.000644037
internal_weight=0 590 2531 306 527 284 2004 194 1980 1922 175 352 1891 146 148 311 289 1088 124 266 231 98 803 133 136 114 87 78 46 51
internal_count=3121 590 2531 306 527 284 2004 194 1980 1922 175 352 1891 146 148 311 289 1088 124 266 231 98 803 133 136 114 87 78 46 51
is_linear=0
shrinkage=0.00181146


Tree=2846
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 42 2 47 52 13 160 16 1 2 39 2 1 2 1 13 15 16 16 1212 51 4
split_gain=69.9677 12.1431 7.21778 5.9053 5.42892 3.85899 3.08702 2.81662 2.74327 1.86257 1.55291 1.53728 1.15174 1.06367 1.18302 1.93633 1.0219 1.19396 0.836654 0.80896 0.707904 0.669515 0.664795 0.662668 0.661081 0.614499 0.601766 0.735962 0.757482 0.697789
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.27834500000000006 -0.0060199999999999993 0.089775000000000008 0.13148500000000005 -0.56176499999999996 -0.004174999999999999 -1.0000000180025095e-35 -0.010264999999999998 0.089770000000000016 0.097845000000000015 0.084780000000000008 0.17025000000000004 0.12337000000000002 -0.0050599999999999994 0.090540000000000023 -0.016469999999999995 0.094035000000000007 -0.16075999999999999 -0.079504999999999978 0.091220000000000009 0.0038750000000000004 -0.082769999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 8 -6 10 -5 22 19 -12 20 -15 -16 -14 -18 -11 23 -3 -20 26 -4 -8 -21 -1 28 29 -28
right_child=1 2 11 9 7 -7 24 -9 -10 18 12 -13 16 14 15 -17 17 -19 21 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016567819320534936 0.0015612502819038723 0.00076136146925224611 0.00038235629220203236 0.0015505076385336921 0.0014137292409564007 0.0010306950375102814 0.0020395565275699566 0.00081075736294611235 0.00089761370478366872 0.00064555479445834569 0.0017869177061460167 0.00094308668530646608 0.0014955721400742462 0.0011574349830056918 0.0009255924377582637 0.00027471993533797004 0.00091515965602482618 0.0014434840194575396 0.00083015560709119194 0.00038630969371454972 0.00051289960554157243 0.0012608844560875819 0.0015053433496348039 0.00068732763356105404 0.0017039315643280729 -3.8644801670883063e-05 0.001737916849230275 0.0012721580822518191 0.0012894216201199467 0.0015662677876493243
leaf_weight=534 76 125 71 22 87 48 51 38 22 23 43 20 753 42 71 20 23 40 22 26 57 28 241 37 33 21 102 27 28 390
leaf_count=534 76 125 71 22 87 48 51 38 22 23 43 20 753 42 71 20 23 40 22 26 57 28 241 37 33 21 102 27 28 390
internal_value=0 0.000864486 0.000778382 0.00153081 0.000904619 0.00154918 0.00156006 0.00123043 0.00154681 0.00107923 0.00155335 0.000460987 0.00149219 0.000775331 0.00090093 0.000782544 0.00147666 0.0012506 0.000937205 0.00039878 0.000683546 0.00107136 0.0015931 0.000486837 0.0019077 0.000196436 0.00161266 0.00156959 0.00158503 0.00160185
internal_weight=0 691 615 2430 440 2335 2287 125 2203 95 2181 175 859 315 133 91 816 63 73 155 182 50 1322 108 84 47 1081 547 520 492
internal_count=3121 691 615 2430 440 2335 2287 125 2203 95 2181 175 859 315 133 91 816 63 73 155 182 50 1322 108 84 47 1081 547 520 492
is_linear=0
shrinkage=0.00184769


Tree=2847
num_leaves=31
num_cat=0
split_feature=1 3 148 4 132 97 124 2 44 12 2 12 4 4 150 43 16 3 12 16 0 402 402 401 1443 3 4 16 13 150
split_gain=1.57253 0.383149 0.348463 0.411617 0.32439 0.307251 0.346679 0.29639 0.295918 0.362843 0.444056 0.731263 0.433845 0.317784 0.392076 0.351948 0.332991 0.258019 0.256868 0.306123 0.229521 0.211209 0.666759 0.319743 0.285456 0.278637 0.403187 0.367112 0.3126 0.273087
threshold=0.11146500000000002 0.31370500000000007 -0.078044999999999989 -0.010655 0.10613500000000002 -0.049229999999999996 0.05852000000000001 0.090310000000000015 0.081805000000000017 0.078300000000000008 0.11362000000000001 -0.042789999999999988 -0.064054999999999987 -0.0060199999999999993 0.083895000000000011 -0.080324999999999994 -1.0000000180025095e-35 0.42240500000000009 -1.0000000180025095e-35 0.062650000000000025 -0.062294999999999996 0.090595000000000023 0.10052500000000002 0.082280000000000006 0.090755000000000016 -0.14847999999999997 -0.14723499999999998 0.13751500000000003 0.073000000000000023 -0.088479999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 20 17 -5 7 -7 9 10 12 -12 18 14 15 -14 -15 -3 -1 -20 -4 24 23 -23 25 28 27 -27 -11 -28
right_child=1 4 3 5 -6 6 -8 -9 -10 21 11 -13 13 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.001244148206434956 -0.0005820743856370798 0.0001767504175355019 0.0041013083560984698 -0.00068122554639961537 0.0019213743290847716 0.00243311583475753 -0.00070222277894949222 0.0011262096841007402 0.0041289871348500519 0.0041852970265945999 0.0025948631674088088 -0.0015995810983249663 0.00088835150362697173 0.0017319602278449897 0.0023329402776676063 -0.0021704874763736224 0.0041206855950156112 -0.0022933520844360907 0.0047561848847900521 0.0026125079815680699 0.0020219830290859114 0.0067096584548913228 0.0024336747145902462 0.0034979120313502932 0.00037714110466844833 -0.0012488570971863826 0.0039908681606266767 0.0020004739457222045 0.0024550999042661256 0.0022837820740549838
leaf_weight=26 28 54 28 26 26 98 24 154 30 57 26 32 34 162 31 21 23 20 34 71 53 20 193 23 26 21 33 28 98 1621
leaf_count=26 28 54 28 26 26 98 24 154 30 57 26 32 34 162 31 21 23 20 34 71 53 20 193 23 26 21 33 28 98 1621
internal_value=0 0.00116762 0.00141854 0.0015648 0.000136332 0.00124939 0.00143126 0.00163445 0.00229456 0.00227323 0.00180027 0.000280687 0.00201951 0.0015952 0.00066215 -0.000279569 0.00202894 -0.000490845 0.0028973 0.00330665 0.00274076 0.00237585 0.00289976 0.00499175 0.00231023 0.00233728 0.00226864 0.000607903 0.00309137 0.00231784
internal_weight=0 511 411 383 100 302 276 252 2610 2580 460 58 402 271 86 55 185 74 131 105 81 2120 236 43 1884 1858 1703 49 155 1654
internal_count=3121 511 411 383 100 302 276 252 2610 2580 460 58 402 271 86 55 185 74 131 105 81 2120 236 43 1884 1858 1703 49 155 1654
is_linear=0
shrinkage=0.0185774


Tree=2848
num_leaves=31
num_cat=0
split_feature=4 2 3 121 12 45 3 12 10 16 14 4 3 3 457 1 40 376 4 1455 1453 52 14 0 52 41 402 402 402 13
split_gain=1.27711 0.4701 0.360958 0.275834 0.339526 0.275033 0.25184 0.251743 0.324129 0.285404 0.53952 0.325834 0.310372 0.561245 0.240274 0.235354 0.602463 0.261857 0.230462 0.209446 0.256481 0.314099 0.244778 0.235753 0.227733 0.304858 0.213457 0.420595 0.248553 0.233486
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084355000000000013 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.4179199999999999 -1.0000000180025095e-35 0.51303500000000013 -0.15121499999999996 -0.066704999999999987 0.31508000000000008 0.10171500000000001 -0.0036699999999999992 0.080200000000000007 -0.0092149999999999992 -0.23681499999999997 -0.13306499999999996 -0.56176499999999996 0.019675000000000002 -0.082184999999999994 -0.088204999999999992 0.079395000000000007 0.090595000000000023 0.10126500000000001 0.095250000000000015 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 14 7 -2 -9 12 11 -11 -10 -14 19 -5 17 -17 -19 23 -21 -22 26 -6 -24 -26 29 28 -28 -23
right_child=6 -3 -4 4 5 -7 -8 8 9 10 -12 -13 13 -15 -16 16 -18 18 -20 20 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0046210871203594735 0.002523994881144259 -0.00018204227132336063 0.00074021756255705773 0.002105095097191415 0.0053018855543289882 0.0042333094595010251 -0.0012559687032098357 -0.0013796681456497248 -4.5095746201193962e-05 0.0022243128180140792 -0.0020591322484864306 -0.00058180265419633434 0.0042749914085865879 0.0012719608371712977 0.00010104746765032922 0.0032888651075876759 -0.0022442580283204144 0.001797029116206414 -0.00085368018726067344 2.1605687471451657e-05 0.0036653250129508406 0.0022539671186956258 0.001895572131053122 0.00228531622244543 0.0051832851177653931 0.0021346072577518361 0.0031289659847114123 0.0023857494498693171 0.0061548248410105474 0.0016521182750917664
leaf_weight=20 42 33 64 120 20 30 20 24 39 44 30 27 33 106 20 25 21 36 21 20 67 1610 30 22 36 21 23 185 21 311
leaf_count=20 42 33 64 120 20 30 20 24 39 44 30 27 33 106 20 25 21 36 21 20 67 1610 30 22 36 21 23 185 21 311
internal_value=0 0.00220362 0.00223253 0.00226845 0.00225062 0.00231991 0.000937828 0.001065 0.000862769 0.00105567 0.000201853 0.0011572 0.00154013 0.00198491 0.00229586 0.00149986 0.000794738 0.00157302 0.000820452 0.00231441 0.00228898 0.00230866 0.00226802 0.00372178 0.0033137 0.00406009 0.00222571 0.00280603 0.00457313 0.00215653
internal_weight=0 2756 2723 2659 2639 2416 365 345 303 279 101 71 178 139 2386 223 103 82 57 2366 2324 2304 2237 42 87 57 2150 229 44 1921
internal_count=3121 2756 2723 2659 2639 2416 365 345 303 279 101 71 178 139 2386 223 103 82 57 2366 2324 2304 2237 42 87 57 2150 229 44 1921
is_linear=0
shrinkage=0.0201088


Tree=2849
num_leaves=31
num_cat=0
split_feature=1 97 44 1 0 52 15 147 3 151 3 1213 12 4 42 39 43 42 1212 42 2 42 160 0 3 133 475 2 160 1453
split_gain=1.0486 0.331696 0.307851 0.330114 0.484816 0.379529 0.39374 0.302605 0.536506 0.283649 0.258416 0.246031 0.235067 0.266805 0.53131 0.237433 0.321219 0.307595 0.492 0.380596 0.311108 0.311093 0.299863 0.290088 0.262695 0.280113 0.280801 0.512454 0.320069 0.42398
threshold=0.12000500000000001 -0.0047149999999999996 0.081805000000000017 0.089770000000000016 -0.13027499999999997 0.008405000000000001 -0.083359999999999976 0.091170000000000015 0.0022600000000000003 0.015440000000000001 0.10732000000000001 0.0036000000000000003 0.088245000000000004 -0.15764999999999998 0.084635000000000016 0.10076500000000001 -0.11720999999999999 0.090835000000000013 0.10654500000000001 0.088575000000000015 0.084885000000000002 0.087550000000000017 -0.44514499999999996 -0.099059999999999995 -0.10831999999999999 0.08784500000000002 -0.085719999999999977 0.087545000000000026 -0.089744999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 9 8 -8 -5 12 -6 15 14 -14 16 -3 18 19 20 21 22 -18 -24 -22 26 27 -26 -28 -30
right_child=-2 2 -4 4 11 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 24 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=0.00014176909977735755 0.0006973203751435566 0.0032789842818047666 0.0035784939169544484 0.00073143370217513084 0.001799537513200239 -0.0016325769790995048 0.0006171264480186085 0.00021135471645624711 0.0044756775111863926 -0.0015999657285296371 4.1394879436938986e-05 -1.2900746858860255e-05 0.0023931139389723323 0.001765227585090933 -0.0015352492052770038 0.00055195867990546577 0.000320841121101653 0.0033072078508333772 -0.00067214933379139777 0.00031026928105625347 0.00025872390997023473 0.0047326968766207202 0.0042721272990391742 0.0023726903783004554 0.0016126230251030398 0.0011678781532812961 0.0029857422184564981 0.0050603498633014412 0.0039655366209681731 0.001414816053321305
leaf_weight=40 334 73 30 99 533 20 20 20 27 20 24 25 21 860 23 31 20 58 22 39 31 20 29 221 27 111 77 28 23 215
leaf_count=40 334 73 30 99 533 20 20 20 27 20 24 25 21 860 23 31 20 58 22 39 31 20 29 221 27 111 77 28 23 215
internal_value=0 0.00175607 0.00177958 0.00175972 0.00144503 0.000704728 0.000956051 0.00205094 0.00283374 0.000339602 0.00188282 0.00171834 0.00190573 0.00169584 0.000339651 0.00209084 0.00213884 0.00204847 0.00196387 0.00203283 0.00211659 0.00258389 0.00242472 0.00259303 0.00185191 0.00195459 0.00219061 0.00336783 0.00198506 0.00166131
internal_weight=0 2787 2747 2717 764 206 186 67 47 119 1953 558 1929 904 44 1025 994 921 863 841 802 290 270 250 512 481 370 55 315 238
internal_count=3121 2787 2747 2717 764 206 186 67 47 119 1953 558 1929 904 44 1025 994 921 863 841 802 290 270 250 512 481 370 55 315 238
is_linear=0
shrinkage=0.017856


Tree=2850
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 4 14 2 150 43 15 47 0 15 1 3 47 52 4 3 3 0 1 124 47 147
split_gain=104.604 13.0062 11.6633 9.39618 6.4114 4.46863 4.03089 3.7587 3.5765 2.85528 2.0966 2.0155 1.88226 1.73254 1.69325 1.38431 1.20788 1.53605 1.20113 1.15037 1.07828 1.05909 1.05205 1.30592 0.995856 0.983952 0.898178 1.07355 0.886651 0.852574
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 0.090285000000000018 0.14285500000000004 -0.17966999999999997 0.033845000000000007 0.076175000000000007 0.11389000000000002 1.0000000180025095e-35 -0.040344999999999992 0.13592500000000005 0.077555000000000013 -0.11242999999999999 -0.095244999999999982 0.16175000000000003 -0.14186499999999996 0.091680000000000011 -0.52606999999999993 -0.059649999999999988 0.090900000000000009 0.20828500000000003 -0.066089999999999996 0.10124500000000002 -0.072314999999999977 0.07813500000000001 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 11 29 10 12 -6 14 16 15 13 -5 19 22 17 -4 -7 -8 26 -2 -1 -24 -15 -21 27 -10 -9 -3
right_child=1 5 6 7 8 18 9 28 20 -11 -12 -13 -14 24 -16 -17 -18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015433942544524949 0.0016046959256636789 0.00065214899670168458 0.0016280028120774597 0.0006112622110371513 0.0015291143594157886 0.00021469483901984446 0.0016962968448496756 -3.4182211937047141e-05 0.00072075346026347401 0.0012187003435627103 0.0019541649633504589 0.00087235191028006221 0.0005402345916877421 0.0012878189679367085 0.0009967473999749365 0.0017713231051025061 0.0015789159087902364 0.00094796896561363494 -0.00021144949400857198 0.0014958565960546193 0.0011385044216264163 0.0012020520463645339 0.0013722605847802003 0.0009092503333282848 0.00082188231235376884 0.0013266161288764198 0.00063777721812410923 0.0012119236737742779 0.0004721214451735541 0.00026220517356973866
leaf_weight=71 28 112 20 33 28 126 74 24 32 171 46 22 61 39 23 33 1053 22 25 566 31 78 83 25 23 134 72 25 20 21
leaf_count=71 28 112 20 33 28 126 74 24 32 171 46 22 61 39 23 33 1053 22 25 566 31 78 83 25 23 134 72 25 20 21
internal_value=0 0.000626915 0.0014573 0.000880941 0.00118779 0.000353212 0.00151123 0.000654381 0.000943569 0.00142693 0.00158274 0.001384 0.000783681 0.000939999 0.00147161 0.00143709 0.00156714 0.00127179 0.000144141 0.00148572 0.000841099 0.00130841 0.00137547 0.00126508 0.00111497 0.00146346 0.000769629 0.000936179 0.000195956 0.000590579
internal_weight=0 590 2531 306 422 284 2109 200 188 968 1141 234 156 95 797 212 1095 42 151 774 160 106 179 108 62 700 129 57 44 133
internal_count=3121 590 2531 306 422 284 2109 200 188 968 1141 234 156 95 797 212 1095 42 151 774 160 106 179 108 62 700 129 57 44 133
is_linear=0
shrinkage=0.00177594


Tree=2851
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 2 1 13 130 160 16 13 4 1 475 12 12 14 474 52 16 1 4 1
split_gain=113.881 18.9284 10.858 9.58348 8.97935 6.55002 4.444 3.81844 3.45337 2.66204 2.48291 2.30868 1.74269 1.46558 1.46714 1.89467 1.78035 1.30728 1.02871 1.91241 1.00459 0.993088 0.890416 0.868581 0.862715 0.834313 0.815528 0.814084 0.799623 0.793709
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.091265000000000013 0.17025000000000004 0.089875000000000024 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.016164999999999995 -1.0000000180025095e-35 -0.015039999999999998 0.086920000000000011 -0.088274999999999978 0.085885000000000017 0.095780000000000018 0.096015000000000017 0.10008000000000002 0.31359500000000001 0.11346000000000002 0.12337000000000002 -0.036839999999999991 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 13 6 7 10 29 -5 12 17 20 27 -15 -16 -17 -4 24 22 -1 -14 -20 -9 -12 -22 -7 -3 -2 -6
right_child=1 2 11 9 8 26 -8 23 -10 -11 18 -13 21 14 15 16 -18 -19 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014235375175804118 0.0017479126556209617 0.00065616056377629272 0.00032935716874180477 0.001431440761015864 0.0016493790046707467 0.00077724915676062806 0.00089054796604759792 0.0021161858098008913 0.00080668361380968048 0.00083763392838662003 0.0015874248963398394 1.7968752066093882e-07 0.0012993763098449222 0.00038589342674948113 0.0012890850694463145 0.00091280486085943075 0.00031296499606566522 0.00072075310373701678 0.0015925867970182723 0.0010240696023349799 0.0017200539220641302 0.0015921490410186661 0.0014047672816448779 0.0017251894076036934 0.0019276929892660672 0.0014506298760642794 0.0012327306982825683 0.00040310914287099977 0.0013612816788021839 0.0013008633066943513
leaf_weight=38 50 119 86 37 32 26 24 61 39 60 384 49 41 20 28 60 20 37 186 26 1084 245 130 24 24 36 22 57 24 52
leaf_count=38 50 119 86 37 32 26 24 61 39 60 384 49 41 20 28 60 20 37 186 26 1084 245 130 24 24 36 22 57 24 52
internal_value=0 0.000791759 0.000689127 0.00160046 0.000837906 0.00162259 0.00163585 0.0016437 0.00123484 0.00106414 0.00162968 0.000319776 0.00167189 0.000677303 0.000819061 0.000899278 0.000762845 0.000447094 0.0015484 0.00147797 0.00170195 0.00155018 0.00151532 0.00200579 0.00160744 0.00171139 0.000986012 0.000574206 0.00162252 0.00143363
internal_weight=0 673 599 2448 427 2351 2303 2279 123 97 2194 172 1444 304 128 108 80 123 750 342 1158 286 316 85 408 1120 48 176 74 84
internal_count=3121 673 599 2448 427 2351 2303 2279 123 97 2194 172 1444 304 128 108 80 123 750 342 1158 286 316 85 408 1120 48 176 74 84
is_linear=0
shrinkage=0.00174112


Tree=2852
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 1 0 47 13 52 132 14 133 4 1 47 4 16 48 0 0 43 42 1
split_gain=77.6438 13.8839 8.18665 6.29135 5.78403 3.5501 2.96315 2.92113 2.15166 2.10558 2.10264 1.59602 2.86251 1.41485 1.37926 1.23551 1.10824 1.34566 1.06378 0.989842 1.61369 0.909055 1.97703 1.2063 0.995641 0.873393 0.826593 0.757948 0.677938 0.669007
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.076975000000000002 0.09253500000000002 0.13082500000000002 0.14122000000000004 0.085760000000000017 -0.097274999999999986 0.078875000000000015 0.049530000000000012 -0.067494999999999986 0.089825000000000002 -0.22253999999999999 0.089200000000000015 -0.013125 0.093100000000000002 0.078345000000000012 0.41555500000000006 -0.0094449999999999968 0.083985000000000018 0.14486500000000005 -0.14116499999999996 0.0034250000000000005 0.088295000000000012 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 -6 11 -5 29 19 -1 13 15 28 -13 17 -3 21 25 -21 23 -23 26 -25 27 -19 -7 -14 -4
right_child=1 2 9 8 6 10 -8 -9 -10 -11 -12 12 14 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015965903669533999 0.0015600340586235898 0.00109942349215041 0.00042929153580023902 0.0014285888721608019 0.0014038792180418426 0.0016098132125921482 0.00081771222580644847 0.0019407628792841283 0.00087105308715288961 0.00092912054763704473 0.0010298873949954759 0.0012330817936291357 0.0016511282143488262 0.0014777885867173445 0.0012279813235289039 0.00063727637528969601 0.00035629869731938952 0.00098873130664696397 0.00042685998282850714 0.001416879040998235 0.00097253869874200491 0.001315191204482629 0.00057849584623086505 0.00021621675879283665 0.00074467584626870624 0.0012367325442680815 0.00068182707098864267 0.0013913254314836467 0.001495584202296784 9.7663268011152933e-05
leaf_weight=1211 76 38 150 34 85 190 40 67 61 26 41 23 166 25 42 21 20 50 30 232 29 27 20 23 22 31 62 68 189 22
leaf_count=1211 76 38 150 34 85 190 40 67 61 26 41 23 166 25 42 21 20 50 30 232 29 27 20 23 22 31 62 68 189 22
internal_value=0 0.00084393 0.000755436 0.00151859 0.000896628 0.00153682 0.00121631 0.00157713 0.00107059 0.000458078 0.00141787 0.0015626 0.00147428 0.00114041 0.00153231 0.00094872 0.00075978 0.000789447 0.000739109 0.00144679 0.00136751 0.000785028 0.0010017 0.000720164 0.000474575 0.00151839 0.000818838 0.00155223 0.00156832 0.000386874
internal_weight=0 691 615 2430 417 2335 125 1744 95 198 591 1677 466 69 397 44 292 272 234 550 261 204 47 157 45 289 112 258 355 172
internal_count=3121 691 615 2430 417 2335 125 1744 95 198 591 1677 466 69 397 44 292 272 234 550 261 204 47 157 45 289 112 258 355 172
is_linear=0
shrinkage=0.00177594


Tree=2853
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 2 14 0 12 0 15 0 51 15 39 47 3 3 0 1 2 13 14 157
split_gain=83.2813 10.3563 9.20218 5.78171 5.69989 4.4733 3.47893 3.23488 3.23189 3.41546 2.03889 1.9582 1.6463 1.22243 2.04157 1.21293 1.57427 1.16966 1.08859 1.48158 1.05692 1.04527 1.00465 1.28339 1.0282 0.980805 0.895289 0.908266 0.873895 1.2632
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090455000000000021 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 -0.10011499999999998 0.13597000000000004 -0.11173999999999999 -0.095244999999999982 -0.066089999999999996 0.086310000000000012 -0.40580499999999992 0.10226500000000001 0.077555000000000013 0.20828500000000003 0.0022600000000000003 -0.22491999999999998 0.122715 0.10252500000000002 -1.0000000180025095e-35 0.062655000000000016 -0.080299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 25 8 12 -5 -3 -10 13 21 15 -8 -15 16 -4 26 19 -7 22 28 23 -11 -25 -2 27 -9 29 -1
right_child=1 5 6 7 -6 18 10 17 9 20 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001259935798386163 0.0017087201013449296 0.00065368003568063186 0.0019521045495620121 0.0018068192785244957 0.00096064026859926991 0.00062304446322398576 0.0021178453370910466 0.0011834797343365832 0.0015258888819184504 0.00086502769542340027 0.001539769048856321 0.00118427152747094 0.002203867532781499 0.0017625341333041146 0.0012359927153613758 0.0018673795819171039 0.0013141380950119747 0.00081552569033882137 0.00074794166724007527 6.2703168727503309e-05 0.00058859849429363843 0.0020483011904045569 0.00077127388272218566 0.00099834675672681988 0.0014659790428571014 0.0013217375899377958 0.0010984774751117486 0.0016294763310076964 0.0020543207214408468 0.0017189550654025756
leaf_weight=23 83 90 22 31 74 32 30 31 42 45 169 22 46 722 25 1065 30 26 36 30 23 33 43 27 36 29 71 29 20 136
leaf_count=23 83 90 22 31 74 32 30 31 42 45 169 22 46 722 25 1065 30 26 36 30 23 33 43 27 36 29 71 29 20 136
internal_value=0 0.000997057 0.00175281 0.00150863 0.00135076 0.000834214 0.00180167 0.00127207 0.000942085 0.00106225 0.00172009 0.00169868 0.00186802 0.00175931 0.00174491 0.00185419 0.00158405 0.00116649 0.000497392 0.000351912 0.000950341 0.00175206 0.00100544 0.00109867 0.00126557 0.00160852 0.00123614 0.00139904 0.00169745 0.00165256
internal_weight=0 590 2531 422 186 404 2109 188 306 216 946 234 1163 777 747 1117 52 157 98 62 174 212 151 108 63 112 131 60 179 159
internal_count=3121 590 2531 422 186 404 2109 188 306 216 946 234 1163 777 747 1117 52 157 98 62 174 212 151 108 63 112 131 60 179 159
is_linear=0
shrinkage=0.00181146


Tree=2854
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 2 4 150 43 2 11 15 15 2 150 0 1 3 43 1 0 16 3 4 147 43 4
split_gain=92.1436 12.6162 10.5221 8.30483 6.27155 3.70705 3.47144 3.22361 3.05107 2.31442 2.26283 2.30768 2.01806 1.74154 1.5427 1.46116 1.29406 1.2627 1.17511 1.16323 1.14622 1.66355 1.14559 0.948173 1.02308 1.19308 0.940793 0.921158 0.820115 0.8003
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.10124500000000002 0.13075500000000004 0.091475000000000015 0.082585000000000006 0.11362000000000001 0.033845000000000007 0.09487000000000001 -0.066504999999999995 0.087470000000000006 1.0000000180025095e-35 0.13592500000000005 0.040760000000000005 0.14285500000000004 1.0000000180025095e-35 -0.11437499999999999 0.122715 0.095270000000000007 -0.083269999999999997 0.16540500000000002 -0.10011499999999998 -0.066924999999999985 -0.20241999999999996 -0.15289999999999995 0.088610000000000008 -0.013199999999999998 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 8 27 13 16 10 14 11 12 -1 18 23 -15 17 28 -4 29 21 -6 -7 -8 -25 -26 -27 -3 -5 -2
right_child=1 5 6 7 20 22 9 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00081650348659604221 0.001694425552490755 0.0008275388710578907 0.0013427946192264208 0.00092198589066766056 0.0010098163979688421 0.00042710151222501142 0.0019297225059566 0.00050078102684919773 0.00092408455447803405 0.0013538754207866781 0.00098554242589541405 0.0016353688878938824 0.0014657226567535583 0.0016989330665198082 0.0011451444792328581 0.0021502455556554204 0.00060441684965179974 0.00082113087240316381 0.0016811000334450003 0.0011397233244923016 0.0011620624049462028 0.00038654220194772658 -1.1177497217937106e-05 0.0016668936327177237 0.0017959693293846007 0.0012018404665079363 0.0015215633239281032 0.00043016167761250173 0.0013241759027328508 0.0013494453877158669
leaf_weight=21 47 112 32 22 34 130 26 58 31 156 24 205 47 43 23 44 22 41 1139 29 39 21 21 292 44 31 279 21 51 36
leaf_count=21 47 112 32 22 34 130 26 58 31 156 24 205 47 43 23 44 22 41 1139 29 39 21 21 292 44 31 279 21 51 36
internal_value=0 0.000817122 0.0015812 0.0010624 0.00133023 0.000552839 0.00163141 0.000844461 0.00144386 0.00154553 0.00149811 0.00154317 0.00126523 0.00168951 0.00158855 0.00192718 0.000991031 0.00106564 0.00167186 0.00143991 0.00093374 0.000771839 0.000366149 0.00160372 0.0015906 0.00152767 0.00148959 0.000764795 0.00120297 0.0015448
internal_weight=0 590 2531 306 422 284 2109 194 328 851 297 273 68 1258 695 87 136 114 1171 112 94 55 151 672 646 354 310 133 73 83
internal_count=3121 590 2531 306 422 284 2109 194 328 851 297 273 68 1258 695 87 136 114 1171 112 94 55 151 672 646 354 310 133 73 83
is_linear=0
shrinkage=0.00174112


Tree=2855
num_leaves=31
num_cat=0
split_feature=1 3 12 4 474 44 1 148 4 12 97 124 2 15 47 4 43 1 16 52 0 0 1 3 132 43 43 4 43 0
split_gain=2.68009 0.489337 0.440144 0.405994 0.675291 0.548662 0.439111 0.398301 0.484014 0.344407 0.315722 0.337117 0.375584 0.461432 0.435633 0.281973 0.269151 0.724187 0.406667 0.260776 0.253974 0.244311 0.657019 0.292101 0.305134 0.325159 0.343835 0.516083 0.426438 0.521733
threshold=0.11146500000000002 0.31370500000000007 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.081805000000000017 0.095695000000000016 -0.043434999999999994 -0.010655 -0.42850999999999995 -0.049229999999999996 0.0049200000000000008 0.11448000000000001 -0.41942499999999994 0.090280000000000013 0.053180000000000012 -0.080324999999999994 0.10781 -0.089669999999999986 -0.078224999999999975 1.0000000180025095e-35 -0.089964999999999976 0.088485000000000022 -0.045649999999999989 -0.014134999999999998 0.0051600000000000005 -0.03898999999999999 -0.14098499999999997 -0.067199999999999996 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 5 6 -5 -2 20 -3 -10 12 13 -12 -15 21 19 18 -18 -8 -9 22 -4 24 -23 26 27 -26 -29 -30
right_child=1 9 15 4 -6 -7 16 8 10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0033864351252667247 -0.0001137235342241654 0.0017207905749763105 0.0037234712738238476 0.0026928757596283632 -0.00055931592139776452 0.0051468438646614257 0.0015111988388238295 0.0037589505304517902 -0.00037349040440155795 -0.0004913344950952549 0.0010234388817559103 -0.00013433870975398864 0.0012880768808559702 0.0057620630689515758 0.002652677653792158 0.0023350835713335529 0.00096756798567995325 0.0030957740918388962 -0.0019677007361375066 0.0038588614593126607 0.0014447328579927908 0.0036054377978832455 0.00098032780872838962 0.0007466667522667542 0.00062376412863318891 0.0021288362199739621 0.0033463280916387166 0.0029817618502625898 0.00036004542748449526 0.0029804073917836082
leaf_weight=91 37 34 273 187 29 20 48 54 26 66 35 29 138 20 51 244 34 29 27 22 21 182 31 20 36 184 420 636 47 50
leaf_count=91 37 34 273 187 29 20 48 54 26 66 35 29 138 20 51 244 34 29 27 22 21 182 31 20 36 184 420 636 47 50
internal_value=0 0.001381 0.00279509 0.00231094 0.0020638 0.00227107 0.00210532 0.00165356 0.00182839 0.000260788 0.00150668 0.00168574 0.00190206 0.0027014 0.00352856 0.00290614 0.00141862 0.000772743 -0.000331649 0.00224904 0.00311097 0.0029803 0.00344374 0.00289085 0.00291843 0.00282736 0.00293546 0.00271105 0.00281356 0.00171075
internal_weight=0 511 2610 487 396 367 347 411 374 100 299 273 244 106 71 2123 160 90 61 70 75 1879 304 1575 1555 1373 1189 769 733 97
internal_count=3121 511 2610 487 396 367 347 411 374 100 299 273 244 106 71 2123 160 90 61 70 75 1879 304 1575 1555 1373 1189 769 733 97
is_linear=0
shrinkage=0.017856


Tree=2856
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 1 2 2 4 1 4 1 43 160 12 47 11 12 131 15 10 15 483 52 51
split_gain=88.4802 14.6272 8.86727 7.30526 5.00502 4.61114 3.50734 3.38216 2.84278 2.53399 2.31876 2.07928 1.87069 1.71422 1.06131 0.921962 1.45024 1.2359 0.881859 0.853257 0.806116 0.792638 0.786731 0.686599 0.684479 0.999407 0.648243 0.676465 0.645647 0.629984
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.14838000000000004 0.089775000000000008 0.27834500000000006 0.090540000000000023 -0.013514999999999998 0.083345000000000016 0.064745000000000011 -1.0000000180025095e-35 0.090165000000000009 0.078345000000000012 1.0000000180025095e-35 0.092855000000000007 0.09031500000000002 -0.40580499999999992 -0.38124499999999995 -0.11033999999999998 0.11579500000000002 -0.057699999999999994 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 20 6 8 11 12 -6 -5 13 14 28 29 17 19 -14 -15 -17 -3 -10 -19 -2 -13 -26 -21 -28 -4 -1
right_child=1 2 7 10 9 -7 -8 -9 21 -11 -12 24 15 18 -16 16 -18 22 -20 26 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.001910827139619375 0.0019759820170589539 0.00093851661123091541 0.00082680933976085657 0.0016703007207761384 0.0016920630154007963 0.0012488635782958661 0.0011223528048615594 0.0012217113455497029 0.0019028294536105135 0.0010532908112395748 0.0010704173024029065 0.00058199418490514508 0.0018636589956900463 0.00089811709203222552 0.0017660273864871302 0.0018468850370420829 0.0013533571385130926 0.0013002667534723078 0.00052227291756368069 0.0019211721935057859 0.0012369496658147607 0.0023022504136365196 0.0017242257404127051 0.0015841898117830546 0.00050270082502138435 -2.5050245738006562e-05 0.0015774081238048791 0.0019447880769334733 0.0012999542960197385 0.0016244002057426285
leaf_weight=1053 47 183 20 37 71 48 24 37 25 32 60 33 397 30 245 146 39 22 85 29 39 60 53 24 25 26 162 20 21 28
leaf_count=1053 47 183 20 37 71 48 24 37 25 32 60 33 397 30 245 146 39 22 85 29 39 60 53 24 25 26 162 20 21 28
internal_value=0 0.0010345 0.000939084 0.00180609 0.00115025 0.001827 0.00183905 0.000691326 0.0018466 0.00149361 0.00129924 0.000609558 0.0018335 0.000738282 0.00187802 0.00176548 0.00169842 0.00182174 0.000620319 0.00173612 0.000990944 0.00218477 0.00159986 0.00184355 0.0003705 0.000233651 0.00165948 0.00161778 0.00106915 0.00190341
internal_weight=0 673 602 2448 325 2351 2303 277 2279 103 97 240 2194 156 1326 868 396 472 115 357 222 85 75 71 84 51 211 182 41 1081
internal_count=3121 673 602 2448 325 2351 2303 277 2279 103 97 240 2194 156 1326 868 396 472 115 357 222 85 75 71 84 51 211 182 41 1081
is_linear=0
shrinkage=0.00188464


Tree=2857
num_leaves=31
num_cat=0
split_feature=1 52 1 16 12 148 483 4 474 15 1 12 12 12 16 0 15 15 1 43 12 39 49 4 4 49 3 13 1456 1447
split_gain=2.58632 0.450868 0.539868 0.556854 0.42593 0.401964 0.392752 0.358275 0.55265 0.364703 0.389014 0.326588 0.406859 0.352769 0.303417 0.405902 0.373347 0.295526 0.307186 0.353052 0.25986 0.412584 0.283877 0.330151 0.252441 0.236021 0.22412 0.221163 0.546467 0.527258
threshold=0.11146500000000002 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.078300000000000008 -0.043434999999999994 -0.070084999999999981 -0.17966999999999997 0.086990000000000012 0.084655000000000022 0.095950000000000021 0.11734000000000001 0.10711000000000002 0.088105000000000003 -0.034884999999999992 -0.07929499999999999 -0.089024999999999979 -0.016799999999999995 0.10389500000000002 -0.080324999999999994 -0.10022999999999999 0.096625000000000016 -0.015259999999999998 -0.00027999999999999998 0.053180000000000012 -0.0087849999999999977 -0.0069549999999999994 -0.085384999999999975 -0.15824499999999997 -0.085024999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 -4 6 -3 -1 -8 9 10 14 12 13 20 16 -16 25 18 19 -12 -7 22 -22 -24 27 -9 -23 28 -6 -29
right_child=1 2 3 -5 24 11 7 8 -10 -11 17 -13 -14 -15 15 -17 -18 -19 -20 -21 21 26 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0047908497566388026 0.0029460766791814894 -0.00033665935002158041 0.0011626795812277311 -0.0030793881648497057 0.006465654344604126 0.0027146240457804069 0.003392904548462871 0.0011324391807665919 -0.00067238110723347655 0.0045502335674024079 0.0021592349515542598 0.0036308192735779545 -0.00093163696784547012 0.003155860636237295 0.0045196242995573345 0.0015905142870317058 -0.00031660474453527399 -0.00057975768763962403 0.0025403623486734096 -0.0007728126280080285 0.00026639675864980917 0.00074599490248224913 0.0042382834047930322 0.0015878314445758159 0.0024752460313747834 0.0034198323811603418 -0.0019967239082271846 0.00098584080319503433 0.0033387176295437263 0.003070592814669751
leaf_weight=24 64 40 25 20 21 45 88 25 25 23 30 28 23 49 53 25 20 23 76 29 46 23 20 108 244 46 20 45 452 1361
leaf_count=24 64 40 25 20 21 45 88 25 25 23 30 28 23 49 53 25 20 23 76 29 46 23 20 108 244 46 20 45 452 1361
internal_value=0 0.00145855 0.00124558 -0.000722684 0.00293271 0.0014659 0.0024273 0.00230478 0.00204944 0.00224385 0.00208163 0.00166508 0.00150029 0.00168014 0.00271357 0.00358081 0.00197023 0.00140569 0.00174395 0.000718059 0.00140415 0.00113239 0.00154314 0.00200196 0.00304865 0.00261441 -0.000529688 0.00312311 0.00347755 0.00300387
internal_weight=0 511 447 45 2610 402 487 463 375 350 327 362 334 311 169 78 91 158 135 59 262 217 174 128 2123 71 43 1879 473 1406
internal_count=3121 511 447 45 2610 402 487 463 375 350 327 362 334 311 169 78 91 158 135 59 262 217 174 128 2123 71 43 1879 473 1406
is_linear=0
shrinkage=0.018949


Tree=2858
num_leaves=31
num_cat=0
split_feature=1 3 15 10 11 12 155 1 4 51 51 160 15 11 1213 48 14 15 456 0 1 52 16 43 14 3 483 403 42 2
split_gain=2.09492 0.419081 0.350875 0.411922 0.393254 0.343516 0.318728 0.314633 0.494974 0.486554 0.37595 0.33258 0.325993 0.515158 0.351037 0.314101 0.340616 0.370022 0.447428 0.481915 0.374798 0.285534 0.331312 0.305469 0.258233 0.241979 0.363003 0.268946 0.274696 0.303895
threshold=0.11146500000000002 0.31534000000000006 0.024640000000000006 -0.089679999999999982 0.077290000000000011 -0.42850999999999995 0.10158500000000002 0.092845000000000025 -0.17966999999999997 0.10614000000000001 -0.08044999999999998 -1.0000000180025095e-35 -0.11033999999999998 0.079300000000000009 -0.080279999999999976 0.15068000000000001 -0.47071999999999997 -0.24436499999999997 0.090345000000000009 -0.019414999999999998 0.11353000000000001 -0.088614999999999985 -0.090764999999999985 -0.077824999999999991 0.078320000000000015 -0.079594999999999985 -0.066709999999999978 0.092070000000000013 0.079510000000000011 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 -4 -3 15 12 -9 10 -10 -12 -5 14 -14 16 -2 -18 19 20 -19 -13 -23 -24 -6 27 -27 28 -16 -30
right_child=1 5 4 7 24 -7 -8 8 9 -11 11 21 13 -15 25 -17 17 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00016823652369297502 0.0035316439066268705 0.0014459266754816959 0.0024951577745238444 0.0030149721733911789 0.0051736924499605963 -0.0007055281005006863 0.0034601063565256589 0.0029923033196265296 -0.00070837520290858785 0.0036687776115509273 0.0028407138534368055 0.0027986482088598651 0.00060956605945370799 -0.00011569802904733438 0.001814501175208895 -0.00071957432981487924 0.00060289666835655501 0.0043137128669493577 -0.00062883246166137966 -0.00028236782080030565 0.0019649181368159778 0.0016017649005457618 0.00093110250160188118 -0.0012608526939496241 0.0028449484871571518 9.9127413674589078e-05 0.0021650571119048046 0.004497811145597959 0.0024713655678516985 0.003611643479894045
leaf_weight=21 20 34 1090 173 26 55 20 73 26 25 39 25 34 26 122 21 141 22 21 24 153 82 45 30 28 26 326 20 287 86
leaf_count=21 20 34 1090 173 26 55 20 73 26 25 39 25 34 26 122 21 141 22 21 24 153 82 45 30 28 26 326 20 287 86
internal_value=0 0.00116564 0.00234375 0.00217141 0.00256459 0.000116376 0.00138693 0.00220541 0.00176207 0.00143189 0.00120549 0.00143065 0.00234446 0.00221932 0.0022867 0.00128379 0.00139421 0.00127579 0.00170705 0.00195355 0.0022602 0.00112849 0.00086254 5.43204e-05 0.0039662 0.00235247 0.00201246 0.00258487 0.00250758 0.00273427
internal_weight=0 511 2610 1466 1144 89 422 1445 345 272 247 221 1100 927 901 402 381 361 220 199 175 182 157 75 54 867 352 515 495 373
internal_count=3121 511 2610 1466 1144 89 422 1445 345 272 247 221 1100 927 901 402 381 361 220 199 175 182 157 75 54 867 352 515 495 373
is_linear=0
shrinkage=0.0168261


Tree=2859
num_leaves=31
num_cat=0
split_feature=1 402 2 133 10 43 4 42 131 2 13 48 3 16 394 13 128 128 2 3 1212 4 0 3 0 160 4 0 1209 13
split_gain=1.69689 0.366505 0.376947 0.566198 0.352336 0.343362 0.296203 0.312804 0.282602 0.626198 0.282362 0.3087 0.326267 0.270068 0.480727 0.652921 0.344034 0.317287 0.309941 0.389718 0.291825 0.301135 0.471458 0.633562 0.322565 0.444856 0.321155 0.319492 0.451804 0.280517
threshold=0.11146500000000002 0.099740000000000009 0.13622000000000004 0.089200000000000015 0.10223 0.084740000000000024 0.24564500000000003 0.089810000000000015 0.090030000000000013 0.31358000000000003 0.10591500000000001 0.016865000000000002 0.0022600000000000003 -0.083539999999999989 -0.081744999999999984 0.0015850000000000003 0.11170500000000001 0.079650000000000012 0.084855000000000014 -0.14186499999999996 0.14338500000000001 -0.49405499999999997 -0.068604999999999985 0.10893000000000001 -0.14920999999999998 -1.0000000180025095e-35 0.042705000000000007 -0.071719999999999992 -0.079679999999999987 -0.097224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 10 13 -8 9 -4 11 12 -2 18 15 -15 17 20 -1 -20 21 -16 23 24 25 -23 27 28 -26 -30
right_child=1 -3 8 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0031779657740312684 0.0015773172983572386 -0.0013068701020174263 0.00077632427823329643 -0.00014351191594653815 -0.00017508714598041925 0.0040454119799002023 0.0020226739102428976 3.3771503298563605e-05 0.0023297705855342922 -0.0025131778210195654 0.0038701093365229341 0.00058635850095193763 0.0035698798321504265 0.0019893625055198714 0.0030671780002430224 -0.0021216256439095605 0.00033910172534451651 0.0033719151776258546 0.0044966615528732158 0.0022308225334077697 0.0043597462350035195 0.0022117791000800455 0.0014342852316236721 -0.0008710515665351394 -0.00032659482524263073 0.0053155174029310345 0.0009393689694687273 0.0037484719948395599 0.0042693892656464295 0.0023126060113554956
leaf_weight=270 92 20 119 52 24 30 104 37 26 24 23 60 41 40 142 20 30 98 28 407 23 34 248 21 22 30 56 56 26 918
leaf_count=270 92 20 119 52 24 30 104 37 26 24 23 60 41 40 142 20 30 98 28 407 23 34 248 21 22 30 56 56 26 918
internal_value=0 0.00115826 0.00125868 0.00163158 0.00197345 0.00218307 0.00232892 0.00150076 0.000548168 0.00022424 0.00192441 0.00169254 0.00219157 0.00237621 0.00225338 0.000619033 0.00231093 0.00234627 0.00268355 0.00237667 0.00228249 0.00225172 0.00216966 0.00232647 0.00238527 0.00366666 0.00230919 0.00238425 0.00230517 0.0023665
internal_weight=0 511 491 322 270 246 2610 141 169 143 216 193 133 2469 1764 60 1704 1674 705 435 1576 1553 1411 1163 1142 64 1078 1022 966 944
internal_count=3121 511 491 322 270 246 2610 141 169 143 216 193 133 2469 1764 60 1704 1674 705 435 1576 1553 1411 1163 1142 64 1078 1022 966 944
is_linear=0
shrinkage=0.0185774


Tree=2860
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 4 47 12 1 0 49 1 4 12 2 12 12 160 16 12 159 51 49 16 3 1 51 1
split_gain=66.7754 11.2791 7.11908 5.84268 4.77971 3.66795 2.90411 2.3751 2.295 1.83692 1.81848 1.78389 2.50387 2.02632 1.95963 1.55742 1.20482 1.15945 1.06659 0.878978 1.00252 1.26155 0.883119 0.871959 0.758901 0.736203 0.957792 0.681957 0.636726 0.616211
threshold=0.104035 -0.40967499999999996 0.13436000000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.091715000000000005 0.093575000000000019 -0.10607499999999999 0.036705000000000008 0.083135000000000014 0.0061450000000000003 0.078300000000000008 0.094835000000000017 0.13597000000000004 0.090455000000000021 -1.0000000180025095e-35 -0.0094449999999999968 -0.07983999999999998 0.084695000000000006 0.11144500000000002 -0.072814999999999977 -0.073849999999999985 -0.13309499999999996 0.11414000000000001 -0.13782999999999998 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 -6 29 -7 16 12 13 -1 18 24 -5 -11 -13 22 27 -22 -3 25 -15 -20 -27 -21 -28 -4
right_child=1 2 8 10 7 9 -8 -9 -10 17 -12 14 -14 15 -16 -17 -18 -19 23 20 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0013846558659450843 0.0014178251296917278 0.0011115841587547341 0.00040201615497543358 0.0015188974746137033 0.0012854670167835351 0.00066837169486782296 0.0017529622468445165 0.00077096764344424375 0.00091711626187705362 0.0013153623848301192 0.00081762762287199402 0.0014911790468999475 0.0015828765946265277 0.0013464520587971182 0.0012616766553463536 0.00052859621699286041 0.0010516883339070919 0.00091777497158944215 0.001495090558777041 0.00082308858563956736 0.00068873531557067408 0.00012705986160387048 0.00073237379549820716 0.0011802514196765006 0.00092897323662522054 0.0016246761929810632 0.0016269072934554396 0.00059604551375999637 0.0013124884896755398 8.9983080099168545e-05
leaf_weight=55 76 29 150 27 85 20 85 40 26 108 60 1085 52 22 169 20 44 28 234 89 27 22 52 50 33 39 21 73 278 22
leaf_count=55 76 29 150 27 85 20 85 40 26 108 60 1085 52 22 169 20 44 28 234 89 27 22 52 50 33 39 21 73 278 22
internal_value=0 0.000785039 0.000706841 0.00139844 0.000835924 0.00141882 0.00143758 0.00112083 0.000434985 0.00116105 0.00104078 0.00142455 0.00125998 0.00113082 0.00144052 0.000944666 0.00122936 0.00123351 0.00145823 0.000713961 0.000654774 0.000436554 0.00086814 0.00140074 0.00109596 0.00142002 0.00136805 0.000720779 0.00133457 0.000362105
internal_weight=0 691 615 2430 417 2299 2143 125 198 156 131 2058 182 130 1876 75 71 136 1707 292 211 49 81 622 55 572 338 162 299 172
internal_count=3121 691 615 2430 417 2299 2143 125 198 156 131 2058 182 130 1876 75 71 136 1707 292 211 49 81 622 55 572 338 162 299 172
is_linear=0
shrinkage=0.00174112


Tree=2861
num_leaves=31
num_cat=0
split_feature=1 3 4 3 3 12 1 3 2 12 124 1 4 0 4 150 52 47 14 3 1 0 4 13 2 15 42 16 0 13
split_gain=82.9607 13.3911 6.51384 6.40664 4.85985 3.75177 2.9124 2.75365 2.61125 2.43042 2.21964 2.13745 1.89806 1.76651 1.5357 1.45739 1.40307 1.38821 1.37506 1.35574 1.25389 1.23202 1.14341 1.06354 0.824902 0.75017 0.727218 0.750309 0.696227 0.670393
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.065819999999999976 0.31534000000000006 0.051320000000000005 0.08864000000000001 0.076840000000000006 0.13501500000000002 0.090285000000000018 -0.079269999999999993 0.13075500000000004 -0.029144999999999997 -0.23194499999999998 0.033845000000000007 1.0000000180025095e-35 0.048770000000000008 0.10648500000000001 0.076175000000000007 0.10732000000000001 0.122715 -0.13027499999999997 0.056795000000000005 -0.0072999999999999992 0.11411 -0.41942499999999994 0.11457500000000002 -0.013024999999999998 -0.057069999999999989 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 5 7 -1 8 11 13 18 -8 17 -9 -5 -11 -12 29 23 21 26 -2 -7 -14 -3 -4 -26 27 -15 -13 -6
right_child=1 4 24 6 16 9 10 12 -10 14 15 28 22 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010114418891035591 0.0015057538860251162 0.00075347310960025764 0.0010076280990389671 0.0020461603151989533 0.0002175595343791862 0.0012389372820889272 0.00086240761123967155 0.0013332542935998494 0.0010125248409527435 0.0015660491033166028 0.0014435094961958643 0.00013896973914778683 0.00051084448373375584 0.00146764863226171 0.0013407858630557117 0.00099186497598806583 0.00052699794058821861 0.0011410961663116434 0.0019886841850919844 0.0010307784688661805 0.0010672309163762622 0.0016622435981278744 0.00092191200857213052 0.00034308640275026352 0.00082409917788254291 0.00037861005942337712 0.001228614940520085 0.0017009447487567999 0.0004955516777849047 -0.000196410555473749
leaf_weight=38 115 75 30 22 33 25 58 30 39 671 86 37 34 112 128 36 34 23 45 21 29 1055 82 32 29 25 25 87 41 24
leaf_count=38 115 75 30 22 33 25 58 30 39 671 86 37 34 112 128 36 34 23 45 21 29 1055 82 32 29 25 25 87 41 24
internal_value=0 0.000802741 0.00117414 0.00154988 0.000612451 0.00159786 0.00135616 0.000712308 0.00146805 0.00160944 0.00116594 0.000573048 0.000910706 0.00153459 0.00152996 0.00131024 0.000223995 0.000721034 0.00166589 0.00148866 0.00141744 0.00165244 0.000801427 0.000630741 0.000757059 0.000617854 0.00153158 0.00156964 0.000326404 4.32563e-05
internal_weight=0 673 228 2448 445 1962 486 354 306 1924 180 208 146 267 799 122 91 130 1125 245 144 1080 116 107 84 54 224 199 78 57
internal_count=3121 673 228 2448 445 1962 486 354 306 1924 180 208 146 267 799 122 91 130 1125 245 144 1080 116 107 84 54 224 199 78 57
is_linear=0
shrinkage=0.00188464


Tree=2862
num_leaves=31
num_cat=0
split_feature=1 155 1456 105 2 48 0 51 132 43 47 2 30 160 52 3 4 15 16 401 4 13 52 51 0 1373 1373 52 43 1212
split_gain=2.06065 0.697009 0.477544 0.43413 0.608854 0.382843 0.379245 0.354205 0.468834 0.379667 0.303762 0.273915 0.310301 0.27802 0.274409 0.255282 0.324253 0.272216 0.236278 0.490978 0.787958 0.41649 0.445954 0.396591 0.395903 0.295171 0.426957 0.274449 0.223073 0.33996
threshold=0.10124500000000002 0.11245500000000001 -0.049894999999999995 1.0000000180025095e-35 0.31358000000000003 0.15372000000000002 0.22582000000000002 0.10876000000000001 -1.0000000180025095e-35 -0.24021999999999996 0.11596500000000001 0.13754500000000003 0.09538000000000002 -0.076689999999999994 -0.068719999999999989 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 0.042200000000000008 0.080710000000000018 -0.42529999999999996 -0.053889999999999993 -0.11592499999999999 -0.22411499999999998 -0.077259999999999981 0.086880000000000013 0.078175000000000008 -0.015539999999999998 0.0016850000000000001 -0.014129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 7 15 8 -4 -10 -9 12 13 14 -11 18 -17 -18 23 20 27 -22 24 -1 -23 26 28 -20 29 -25
right_child=1 -3 3 -5 -6 -7 -8 10 9 11 -12 -13 -14 -15 -16 16 17 -19 19 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0056132261824199982 0.0038793652903554516 0.0035203764586105679 -0.0011803202096716443 0.0040200740577764453 -0.0016397763818381955 -0.0012855370788265469 5.3190318634136949e-05 0.0040069715466275451 0.0038716992507855075 0.00063470735163231331 0.0012691033351009283 0.00023250563164388372 -0.0005972291982336398 0.0013389799113640093 0.0032174389442597524 0.0027995493291105514 0.0020202747377372514 -0.00098656586352032058 0.0036059006928651069 -0.00034459968651320881 0.0027076771916864487 -0.00011389243941968358 -0.00067024621354178819 0.0040348435465584927 0.0029834197695883941 0.00061867182293836405 0.0057805376280567261 0.0064485910387003416 0.0024757658349627799 0.0029100882652943988
leaf_weight=21 29 66 29 22 28 21 20 36 23 21 28 81 26 296 67 60 25 22 33 24 207 23 34 114 53 22 20 22 402 1246
leaf_count=21 29 66 29 22 28 21 20 36 23 21 28 81 26 296 67 60 25 22 33 24 207 23 34 114 53 22 20 22 402 1246
internal_value=0 0.00158283 0.00140195 0.00129598 0.00120463 0.00133145 0.00275636 0.00142199 0.00125849 0.00139609 0.00280915 0.00128012 0.00148709 0.00162822 0.00260111 0.00277958 0.00183902 0.000612817 0.0028249 0.00238837 0.00256469 0.00218676 0.00120649 0.00291962 0.00204608 0.00288826 0.00291628 0.00474298 0.00288377 0.00300437
internal_weight=0 773 707 678 656 628 2348 607 543 514 64 491 410 384 88 2328 107 47 2221 396 372 317 110 1825 76 1804 1782 55 1762 1360
internal_count=3121 773 707 678 656 628 2348 607 543 514 64 491 410 384 88 2328 107 47 2221 396 372 317 110 1825 76 1804 1782 55 1762 1360
is_linear=0
shrinkage=0.0197145


Tree=2863
num_leaves=31
num_cat=0
split_feature=4 2 1 150 15 149 133 43 150 484 1444 159 1 2 148 150 10 13 49 484 160 10 2 12 150 15 1212 1213 1213 48
split_gain=1.70112 0.524554 0.42238 0.62422 0.415044 0.333766 0.277696 0.286253 0.293148 0.327087 0.26332 0.278906 0.264636 0.318226 0.258944 0.296839 0.258145 0.24401 0.262982 0.235787 0.307023 0.224421 0.298164 0.222738 0.253281 0.244381 0.239463 0.361161 0.245425 0.235784
threshold=0.27287000000000006 0.17025000000000004 0.089770000000000016 1.0000000180025095e-35 -0.094329999999999983 0.07770500000000001 -0.083244999999999986 0.060960000000000007 -0.075789999999999982 -0.020124999999999994 -1.0000000180025095e-35 0.089270000000000016 0.13743000000000002 0.11144000000000001 -0.063899999999999985 0.085210000000000022 -0.079859999999999987 -0.090799999999999978 -0.061079999999999988 0.096415000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.116525 0.088245000000000004 0.087170000000000011 -0.15914499999999995 0.11796000000000001 0.15777500000000003 0.12955000000000003 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 6 -5 16 -4 8 -8 -10 -11 12 13 -12 -6 -16 -2 -17 -19 20 -18 22 -22 25 26 -1 27 -25 -28 -27
right_child=5 -3 3 4 14 -7 7 -9 9 10 11 -13 -14 -15 15 17 19 18 -20 -21 21 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=0.004018302654116482 -0.00068341528487776899 -7.9221770773964083e-05 0.0032590685231871615 -0.0013969485540069407 -0.00066829285316813696 0.0027110904769250413 0.00060801746968042983 -0.00011709556336563088 0.0033920588246404999 0.004005722432521645 0.0019669473571408908 0.00035870135118064252 9.9449206362395436e-05 0.0036219104138664792 -0.00012267455515296486 0.00058548415497241646 0.0020739465435729229 0.0032385670097595299 0.00099559605365688369 -0.00082817679600852832 0.001898667999973866 -0.0006771689483709173 0.00032728501268705965 0.0020597946873570352 0.0035916981079299804 0.0025384954958276849 0.0021300316767491464 -0.00016285138705336493 0.0048082752466711452 0.0015391548831424841
leaf_weight=33 39 33 60 22 20 28 41 20 62 20 314 34 21 42 28 30 66 50 25 24 63 33 99 810 36 918 24 24 20 82
leaf_count=33 39 33 60 22 20 28 41 20 62 20 314 34 21 42 28 30 66 50 25 24 63 33 99 810 36 918 24 24 20 82
internal_value=0 0.00215857 0.00218556 0.00183704 0.000896281 0.000840717 0.00210518 0.00198021 0.00205876 0.00217941 0.00200497 0.00190761 0.00204729 0.0021622 0.00122603 0.00151089 0.000679079 0.0019465 0.00249091 0.000865526 0.00102127 0.000664978 0.000938378 0.00232679 0.00212376 0.00250644 0.00206357 0.00199583 0.00334742 0.00245655
internal_weight=0 2769 2736 789 175 352 614 554 534 493 431 411 377 356 153 133 324 105 75 285 261 195 162 1947 914 1033 878 834 44 1000
internal_count=3121 2769 2736 789 175 352 614 554 534 493 431 411 377 356 153 133 324 105 75 285 261 195 162 1947 914 1033 878 834 44 1000
is_linear=0
shrinkage=0.017856


Tree=2864
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 3 2 4 14 47 42 2 2 34 31 1 13 12 0 39 2 1 51 4 16 2 15 0 52 457
split_gain=69.6528 12.1712 6.67724 5.79877 3.86942 3.73302 3.72095 2.75138 2.35201 2.33445 1.93875 1.56717 1.55092 1.83561 1.00904 0.993842 0.990679 0.976497 0.89907 0.800011 1.01775 0.740555 0.730279 0.701134 1.02052 1.26198 0.674541 0.673106 0.664572 0.77547
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.092235000000000025 -0.022174999999999997 0.14122000000000004 0.27834500000000006 0.062655000000000016 0.13082500000000002 -0.0060199999999999993 0.091265000000000013 0.13754500000000003 -1.0000000180025095e-35 -0.077289999999999984 0.087135000000000004 -0.016469999999999995 0.08401500000000002 -0.062294999999999996 0.084780000000000008 -0.0050599999999999994 0.11588000000000001 0.11144500000000002 -0.39518999999999993 0.013515000000000001 0.086100000000000024 0.094035000000000007 -0.010949999999999998 -0.56176499999999996 0.080930000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 18 7 8 11 12 -5 15 13 14 -4 22 -15 -17 21 -12 -21 -3 23 -1 -25 -26 -10 -8 -13 -30
right_child=1 2 9 10 -6 -7 27 -9 26 -11 19 28 -14 16 -16 17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0019897949513995217 0.0016437733247898368 0.0017951229250996949 0.00068694071274013658 0.001644367466512969 0.0008656578690539598 0.00083823353219178041 0.0013018444558742482 0.00099043222972996191 0.0020908911421945921 0.0010680425151662462 0.00071523887566862039 0.0018064442709321857 0.00040019129458227339 0.00070900983787932248 0.00012237550113592299 0.0013734604936172848 0.001137827508858575 0.0016302995403682577 0.0011802410573186711 0.00083660480978716594 0.0013782860766041729 0.0013722531547635428 0.0014411623765484974 0.0017201623067259985 0.001124920106943098 0.0016492573929865744 0.0017450860654424024 0.00081874294873803628 0.0015643887645396298 0.0012685161466891215
leaf_weight=31 76 38 22 22 211 44 21 23 51 37 23 38 114 50 23 62 31 346 21 22 28 24 37 885 23 56 33 20 676 33
leaf_count=31 76 38 22 22 211 44 21 23 51 37 23 38 114 50 23 62 31 346 21 22 28 24 37 885 23 56 33 20 676 33
internal_value=0 0.000932253 0.000844325 0.00161037 0.0010221 0.00128202 0.00162894 0.001639 0.00164556 0.0006274 0.00115394 0.00163368 0.000559468 0.000703575 0.000398385 0.00167001 0.000873125 0.00159127 0.00151727 0.00100613 0.00113995 0.00163143 0.00170115 0.00171081 0.00170184 0.0014966 0.00195504 0.00106619 0.00156363 0.00155062
internal_weight=0 691 615 2430 338 127 2335 2294 2271 277 95 2187 240 126 45 1440 81 408 83 73 50 62 1032 995 964 79 84 41 747 709
internal_count=3121 691 615 2430 338 127 2335 2294 2271 277 95 2187 240 126 45 1440 81 408 83 73 50 62 1032 995 964 79 84 41 747 709
is_linear=0
shrinkage=0.00188464


Tree=2865
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 52 1 3 15 48 42 149 48 16 52 3 3 4 133 11 49 49 0 3 3 12 1212 12 16 456
split_gain=1.66368 0.518136 0.350766 0.567074 0.389533 0.401098 0.3683 0.295645 0.294084 0.312603 0.297497 0.293374 0.250942 0.230255 0.442789 0.344511 0.344328 0.299584 0.270178 0.211371 0.227683 0.278326 0.258069 0.266315 0.209419 0.222755 0.55362 0.298838 0.295567 0.33107
threshold=0.27287000000000006 0.14285500000000004 0.089770000000000016 1.0000000180025095e-35 -0.083654999999999993 -1.0000000180025095e-35 0.095695000000000016 0.63141500000000017 -0.03241999999999999 0.094925000000000023 0.14351000000000003 0.07770500000000001 -0.074214999999999989 0.19444000000000003 0.070205000000000017 -0.14186499999999996 -0.12018999999999998 -0.15464999999999998 0.111585 0.090920000000000015 -0.0069299999999999995 -0.017229999999999999 -0.11991499999999998 0.088060000000000013 0.092670000000000016 0.083785000000000012 0.040035000000000008 0.083875000000000019 -0.004174999999999999 0.041000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 19 -5 6 -6 11 9 -3 -10 12 -2 15 18 17 -17 -1 -15 20 21 -4 23 -22 25 26 28 -27 29 -18
right_child=7 8 3 4 5 -7 -8 -9 10 -11 -12 -13 -14 14 -16 16 24 -19 -20 -21 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0059701733316630022 -0.00064323902923808253 0.0044800769860842372 0.0028261771213087448 -0.0015114149645610499 0.0042026199092265936 -0.0012301729639296653 0.0014058127337238033 -0.0015815784773497603 -0.0018677567015501443 0.00052412748218218306 0.0017009863783275202 0.0035160110049057163 0.0013018985915150027 0.0029089694808088003 -0.00061754487717593978 0.00075606388295457638 0.0023327727097839524 0.0033792437570491396 0.0001984669964505853 0.0042471860298151339 -0.00062394284669656588 0.0060980342412762885 0.0026277910548659542 0.0024524081006530437 0.0010504216629667279 0.00027239415930418732 0.0067719204828447397 0.0029957171644717276 0.0048997476212808951 0.0054149390044571487
leaf_weight=37 39 20 40 23 33 21 90 20 25 21 23 27 266 185 24 35 120 60 21 43 27 20 438 31 27 21 27 1291 45 21
leaf_count=37 39 20 40 23 33 21 90 20 25 21 23 27 266 185 24 35 120 60 21 43 27 20 438 31 27 21 27 1291 45 21
internal_value=0 0.00274525 0.0028017 0.00239217 0.00122523 0.00166233 0.00215618 0.00109238 0.00104536 0.00245386 -0.000157734 0.00125347 0.00105318 0.00296559 0.0022935 0.00305739 0.00297731 0.00436754 0.00263266 0.00271751 0.00259921 0.0039168 0.00243982 0.00102031 0.0030274 0.00306241 0.00374168 0.00295213 0.0033018 0.00279182
internal_weight=0 2769 2680 766 167 144 123 352 89 41 48 332 305 1914 230 1684 1587 97 206 599 556 60 496 58 1552 1525 213 1312 186 141
internal_count=3121 2769 2680 766 167 144 123 352 89 41 48 332 305 1914 230 1684 1587 97 206 599 556 60 496 58 1552 1525 213 1312 186 141
is_linear=0
shrinkage=0.0226458


Tree=2866
num_leaves=31
num_cat=0
split_feature=1 123 44 2 4 48 11 0 11 12 1 47 401 1424 0 12 2 49 48 52 0 160 0 48 3 14 12 12 1444 1443
split_gain=1.35095 0.434252 0.337214 0.310901 0.280635 0.26923 0.258625 0.311945 0.254467 0.446175 0.241125 0.231554 0.238548 0.206317 0.267222 0.747161 0.69616 0.317562 0.217845 0.231357 0.212088 0.474523 0.318181 0.20574 0.203635 0.247678 0.239073 0.343844 0.198082 0.266917
threshold=0.12000500000000001 0.08128500000000001 0.081805000000000017 0.10527500000000002 0.27287000000000006 0.13400000000000004 0.095720000000000013 0.13134000000000004 0.080455000000000013 0.088930000000000023 0.16773500000000005 0.085505000000000012 0.085900000000000018 1.0000000180025095e-35 -0.06563999999999999 0.087385000000000004 0.084145000000000011 -0.008964999999999999 0.078735000000000013 -0.090114999999999987 -0.14920999999999998 -1.0000000180025095e-35 -0.13455999999999999 0.094275000000000012 0.41614500000000004 -0.46166999999999997 0.11734000000000001 0.097825000000000009 -0.081494999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -5 7 8 13 -10 11 12 24 14 17 18 -17 -1 19 -16 21 -19 -22 -13 25 -2 27 -27 -24 -30
right_child=10 4 -4 5 -6 -7 -8 -9 9 -11 -12 23 -14 -15 15 16 -18 20 -20 -21 22 -23 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014491581616949936 0.002235144322043775 0.0013882127219999936 0.0038378913011839523 0.00162287178634024 -0.00044185314274193001 -0.00045219988937981483 9.7475199456609823e-05 0.0037650811865054543 0.0013155919123720515 0.0044918106665752574 -0.0010014505941979899 0.0025562860637234871 -0.0012779722129455209 0.0037169827408628829 0.0028319663893053583 0.001468484998076947 -0.0025177900718868253 0.0015410112853203237 0.0034583920110783936 0.00053394594065499256 0.00022936212013231994 0.0046056111809433583 0.0034976285231275044 0.00088767006170487257 0.0024029694340052523 0.00034235870327686249 0.0016103271783664481 -0.0021679688447529392 0.0021119140431021463 0.00012413354489134863
leaf_weight=251 23 130 29 457 32 20 21 32 23 33 23 39 20 21 25 29 25 30 30 29 28 32 31 54 20 102 33 20 1458 21
leaf_count=251 23 130 29 457 32 20 21 32 23 33 23 39 20 21 25 29 25 30 30 29 28 32 31 54 20 102 33 20 1458 21
internal_value=0 0.00190634 0.00196062 0.00193965 0.00102672 0.00153587 0.00203055 0.00204989 0.00202333 0.00318729 0.000728162 0.000856076 0.000544084 0.0019909 0.00197268 0.00122954 -0.000377013 0.00202808 0.00226233 0.00159784 0.0021189 0.00312274 0.00207843 0.00158741 0.00072813 0.000539946 0.0002884 -6.91704e-05 0.00211272 0.00208369
internal_weight=0 2787 2625 2596 162 477 2119 2098 2066 56 334 311 218 2010 1989 138 54 1851 84 54 1600 62 1538 93 198 178 155 122 1510 1479
internal_count=3121 2787 2625 2596 162 477 2119 2098 2066 56 334 311 218 2010 1989 138 54 1851 84 54 1600 62 1538 93 198 178 155 122 1510 1479
is_linear=0
shrinkage=0.0175059


Tree=2867
num_leaves=31
num_cat=0
split_feature=1 4 4 96 1 2 15 0 15 155 12 48 13 13 2 52 42 475 1 42 1 15 130 482 479 479 480 1209 1209 1210
split_gain=1.14045 0.494893 0.364405 0.364455 0.326934 0.295524 0.41894 0.402263 0.384188 0.243061 0.242256 0.344595 0.22566 0.474704 0.402043 0.37281 0.543885 0.323826 0.454582 0.322097 0.453573 0.321566 0.273807 0.272107 0.261895 0.477631 0.309246 0.238429 0.3878 0.384426
threshold=0.096325000000000008 -0.0086549999999999978 -0.0047449999999999992 0.088850000000000026 0.13743000000000002 0.13501500000000002 -0.089964999999999976 -0.10474999999999998 -0.41942499999999994 0.12016500000000001 -0.010834999999999999 0.083685000000000009 0.038215000000000006 0.14871000000000004 0.10912000000000001 0.10347000000000002 -0.081159999999999996 -0.088274999999999978 0.080270000000000022 -0.079539999999999986 0.088875000000000023 0.040760000000000005 0.087100000000000025 0.11816500000000001 0.10713500000000002 0.086465000000000014 -0.085809999999999984 0.083050000000000013 0.10183000000000002 -0.086074999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 5 10 -4 7 -7 -9 12 11 -2 17 14 15 16 22 18 -1 20 -19 -18 -14 24 25 26 -21 -28 29 -29
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 21 19 -20 23 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0021848541596436819 -0.00072703871500564426 -0.0017317068048662541 0.0012986339908749272 -0.0016345155790331285 -0.00018163340121057691 0.002718833003330103 -0.0022632042226528957 0.0011885738173345872 -0.001432296691705763 -0.00012012462949836145 0.002290528673223428 0.0019923237305436142 -0.0013169160428009945 0.0023894376264261491 -0.0017653658600654606 -0.0010703682047485173 0.0016842495719268066 0.0024842900054553754 -0.0012935835918872151 0.0039156032455264361 0.0051522136280764989 0.0045718536157959306 0.0014739634971679667 0.0041604146299638427 0.0038151693668289034 -0.00068850690606577197 0.0018952812849873861 0.002299477399684766 0.001860024058458618 0.0058803003387327708
leaf_weight=32 27 20 382 20 29 28 21 48 37 20 222 49 24 126 20 23 34 282 25 31 26 25 29 22 29 25 1357 21 63 24
leaf_count=32 27 20 382 20 29 28 21 48 37 20 222 49 24 126 20 23 34 282 25 31 26 25 29 22 29 25 1357 21 63 24
internal_value=0 0.00118079 0.000829875 0.000925456 0.00177744 0.00102468 0.000243706 0.000709592 4.77243e-05 0.00200106 0.00196809 0.00102623 0.00202019 0.00150834 0.00079209 0.00117097 0.00163125 0.00209444 0.000659224 0.00213796 0.0027095 0.00290781 0.000210169 0.00202598 0.00199568 0.00196099 0.00200527 0.00196484 0.00283887 0.00420925
internal_weight=0 883 556 536 327 516 134 113 85 2238 298 76 2218 281 155 135 112 1937 57 1880 308 59 53 1572 1550 1521 1496 1465 108 45
internal_count=3121 883 556 536 327 516 134 113 85 2238 298 76 2218 281 155 135 112 1937 57 1880 308 59 53 1572 1550 1521 1496 1465 108 45
is_linear=0
shrinkage=0.0193279


Tree=2868
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 3 13 13 4 150 39 15 3 3 47 15 48 51 51 15 49 43 43 41 13 41 1 3 16 0
split_gain=0.940754 0.38837 0.264122 0.242541 0.299153 0.245187 0.31906 0.333802 0.363938 0.441898 0.264197 0.26357 0.215482 0.5782 0.22524 0.267218 0.36125 0.376836 0.671996 0.322593 0.270205 0.241782 0.236006 0.220758 0.370305 0.26797 0.396308 0.233526 0.222217 0.385944
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.31370500000000007 -0.15714499999999998 -0.091559999999999989 0.41816000000000003 0.11117000000000002 0.095830000000000012 -0.40580499999999992 0.12745000000000004 0.10893000000000001 0.11043500000000002 -0.11713499999999999 0.093265000000000015 0.11794000000000002 0.020580000000000005 -0.094329999999999983 -0.0087849999999999977 -0.11008499999999999 -0.066504999999999995 0.075585000000000013 -0.117405 0.079300000000000009 0.084785000000000013 0.048265000000000009 -0.083539999999999989 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 6 -2 -8 9 -9 -10 -7 13 14 15 21 19 18 -18 20 -17 -1 -23 24 -21 -25 -27 28 -26 -30
right_child=3 -3 -4 4 -6 11 7 8 10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 23 -22 22 -24 25 27 26 -28 -29 29 -31
leaf_value=0.004753607865530236 0.0027491154198566537 -0.00038492179544118301 0.00053320438630135767 0.0023605788414351532 3.5117143203792904e-06 0.0007177674606615791 -0.0020172607627013789 -0.0029553609907592205 0.0019691611667669029 0.00064687630233012849 -0.00010519243112009444 -0.0024078792945078581 0.0032524077601884995 -0.0011101974735275571 0.00095313391852414064 -0.00065713649241401213 0.0010274569130208579 0.0027103583172540199 -0.0030936084223381439 -0.00067708547636857524 0.0014401835812402994 0.0012671001538612681 0.0030048757297637123 0.0049497714145976188 0.0022599472769259939 0.0010597791206682005 0.0045731510921336463 0.0029297895493515368 -0.00020782432832956466 0.0018219950998403821
leaf_weight=20 26 33 64 64 33 20 21 21 80 40 36 24 43 27 109 32 80 32 20 22 111 49 89 21 499 37 20 93 39 1316
leaf_count=20 26 33 64 64 33 20 21 21 80 40 36 24 43 27 109 32 80 32 20 22 111 49 89 21 499 37 20 93 39 1316
internal_value=0 0.00178346 0.00180974 0.000697074 0.00155869 0.000385221 0.00065479 0.000379778 0.000664172 -0.000593238 0.0013254 -0.000987131 0.00184047 0.00181726 0.00184779 0.00188711 0.00183266 0.000811029 0.000203244 0.00189424 0.000970853 0.0026873 0.00238784 0.00195874 0.00191718 0.00300795 0.00229254 0.00194649 0.00189717 0.00176357
internal_weight=0 2756 2723 365 97 268 224 198 177 61 116 44 2659 2616 2589 2480 2322 132 100 2190 143 158 138 2047 1969 78 57 1947 1854 1355
internal_count=3121 2756 2723 365 97 268 224 198 177 61 116 44 2659 2616 2589 2480 2322 132 100 2190 143 158 138 2047 1969 78 57 1947 1854 1355
is_linear=0
shrinkage=0.0201088


Tree=2869
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 2 3 3 39 0 16 12 52 47 1 1 391 14 16 2 4 16 43 12 131
split_gain=114.706 19.3053 11.0291 10.0135 7.33347 5.98986 5.13058 3.65677 3.15846 2.94974 2.7458 2.70397 2.92736 1.70013 1.48972 1.38272 1.2805 1.24922 1.23049 1.20227 1.11825 1.03094 0.993644 0.888679 0.851954 0.812132 1.01638 0.919619 0.830641 0.784551
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.10672500000000001 0.092845000000000025 0.089775000000000008 0.31370500000000007 0.076840000000000006 0.095830000000000012 -0.22491999999999998 -0.25582999999999995 -0.42850999999999995 -0.56176499999999996 0.090100000000000013 0.11588000000000001 0.091195000000000012 -1.0000000180025095e-35 0.096015000000000017 0.11346000000000002 0.15950500000000004 0.038415000000000012 -0.10850999999999998 0.064745000000000011 0.090840000000000018 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 6 7 10 19 -5 20 12 13 15 -12 -4 -13 -16 -3 -6 -1 -19 -9 -7 -18 27 -27 -23 -29 -2
right_child=1 2 11 9 8 23 -8 22 -10 -11 14 16 -14 -15 17 -17 24 21 -20 -21 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0021567255949698702 0.0022152684473052487 0.0010172184205632178 0.00070716190717650003 0.0018652714144399831 0.0021364546851074181 0.0011559307331302112 0.0011984880129931659 0.0026135470175603199 0.0011714705687737624 0.0011751418071831803 0.0015565556249063979 0.00076365213836654313 0.0012781366724513759 0.00052852312112001607 0.0023188846568294561 0.0012711935350003438 0.0004876192314458975 0.0015587325808361187 0.0014246865854194329 0.0016407707478387245 0.0020066597539479592 0.0020729288298713339 0.0021518214734532076 0.0016808889725283198 -3.7955673771700184e-06 0.0020159429332647001 0.0017318913613504215 0.0015441124399386409 0.0019612616685804251 0.0017967756965076953
leaf_weight=1106 49 190 36 37 40 26 24 61 30 60 28 34 50 71 45 29 32 20 32 33 220 475 24 22 22 106 83 22 89 25
leaf_count=1106 49 190 36 37 40 26 24 61 30 60 28 34 50 71 45 29 32 20 32 33 220 475 24 22 22 106 83 22 89 25
internal_value=0 0.00114757 0.00103314 0.00204367 0.00127264 0.00206864 0.00208265 0.00209196 0.00169658 0.00143839 0.00207681 0.000749047 0.0008804 0.000734173 0.00199275 0.000958807 0.000471415 0.00200729 0.00107595 0.00191238 0.00213183 0.00198965 0.00248318 0.00139654 0.000287413 0.00200078 0.0018912 0.00203612 0.00187858 0.00207389
internal_weight=0 673 599 2448 325 2351 2303 2279 103 97 2194 274 186 136 868 65 88 840 222 73 1326 795 85 48 54 775 189 586 111 74
internal_count=3121 673 599 2448 325 2351 2303 2279 103 97 2194 274 186 136 868 65 88 840 222 73 1326 795 85 48 54 775 189 586 111 74
is_linear=0
shrinkage=0.00192234


Tree=2870
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 106 44 3 13 13 13 14 124 42 133 133 130 158 1454 52 13 51 11 52 47 0 14 157 4 52
split_gain=1.06009 0.388829 0.313709 0.26 0.271329 0.254884 0.226385 0.223976 0.31061 0.273387 0.242361 0.236974 0.331526 0.219162 0.248366 0.332274 0.192198 0.175376 0.353734 0.295125 0.375921 0.299006 0.25524 0.250942 0.237932 0.251033 0.466875 0.599849 0.586339 0.598624
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.085655000000000009 0.081805000000000017 0.31370500000000007 -0.15714499999999998 -0.085384999999999975 -0.47860499999999995 -0.47013499999999991 -0.076164999999999983 0.11934000000000002 0.15630500000000003 0.41484500000000007 -0.11198999999999999 0.07968500000000002 0.088250000000000009 -0.0015799999999999998 -0.072819999999999982 -0.10201499999999998 0.096970000000000015 0.029970000000000007 0.11043500000000002 -0.10836499999999999 0.019675000000000002 -0.067349999999999979 0.0033150000000000007 0.23074000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 13 8 -2 -10 -9 -11 -13 16 -15 -16 -1 22 19 20 -19 -22 24 -21 25 26 27 -18 -29 -30
right_child=3 -3 -4 4 -6 -7 -8 10 9 11 -12 12 -14 14 15 -17 17 18 -20 23 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0035894982817436666 0.002770589803603831 -0.00022636690313411896 0.00056738845504272881 0.0022922419385195034 0.00011708120113616257 0.0001906223952718054 0.0035865348084055844 0.0005405985920630416 -0.0011154500386481299 0.0028692781991100885 -0.0024566532125052439 -0.0016279713420278756 0.00094749740212239934 0.00015140024139572944 0.0039113155739509842 0.00072134668177707055 -0.0020622244953859186 0.0012427311477916387 0.00014734525822377004 0.0055513046006648078 0.0049472790889334541 0.0023389874381407804 -1.7670359514788482e-05 0.0030211922078613204 0.00095039802935995064 0.0021070929213988943 0.0030612327896756856 5.2613847296341269e-05 0.0036606144503528869 -0.00039224049108652656
leaf_weight=32 27 33 63 78 33 31 37 24 36 20 20 24 128 54 23 31 24 75 23 23 27 52 26 51 86 1841 52 71 56 20
leaf_count=32 27 33 63 78 33 31 37 24 36 20 20 24 128 54 23 31 24 75 23 23 27 52 26 51 86 1841 52 71 56 20
internal_value=0 0.00194318 0.00196971 0.000822419 0.00164557 0.00200324 0.00202482 0.000494928 0.000741462 0.000478066 -0.000821789 0.000811593 0.000540844 0.00200231 0.00111572 0.00208004 0.00204125 0.00202084 0.00252414 0.0027639 0.00226239 0.00323043 0.00196278 0.00380758 0.00198673 0.00202991 0.00139272 0.000885332 0.00136657 0.00259407
internal_weight=0 2731 2698 390 111 2635 2604 279 235 208 44 172 152 2567 108 54 2459 2427 251 228 154 79 2176 74 2150 2064 223 171 147 76
internal_count=3121 2731 2698 390 111 2635 2604 279 235 208 44 172 152 2567 108 54 2459 2427 251 228 154 79 2176 74 2150 2064 223 171 147 76
is_linear=0
shrinkage=0.0201088


Tree=2871
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 4 14 1 4 1 11 1 4 3 40 4 47 16 4 10 11 133 159 3 3 16
split_gain=135.572 21.8785 12.4725 11.3412 7.96704 7.10935 6.15244 4.243 3.56325 3.54818 3.405 3.09289 2.84236 1.69156 1.37411 1.78574 2.09015 1.29858 1.39496 1.10424 0.995666 0.992656 0.909686 0.890465 0.810215 0.798057 1.19544 0.972903 0.754138 0.737391
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089775000000000008 0.17025000000000004 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.40945500000000007 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.30112000000000005 -1.0000000180025095e-35 0.024790000000000003 0.090100000000000013 -0.10850999999999998 -0.036839999999999991 -0.38124499999999995 0.08776500000000001 0.032270000000000007 0.030370000000000005 -0.116045 -0.080884999999999985 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 20 6 7 10 12 -6 13 -5 17 -1 15 19 -17 18 -4 25 -3 -21 -2 -10 -16 27 -27 -9 -14 -7
right_child=1 2 8 11 9 29 -8 14 23 -11 -12 -13 28 -15 24 16 -18 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018536882554519097 0.0018996446950682001 0.00065530487063578775 0.00050534982443994447 0.0015535970952114113 0.001574729763811632 0.00082034464990298687 0.00081881514906702812 0.0012885260914829576 0.00011263092496664372 0.00080168718509057485 0.0022863831047221245 0.00084827390895665113 0.00062701603704036089 0.0016727395154382443 0.002074789573177231 0.0017322631301130052 0.0010414269740693012 0.000324131392551686 0.0010583361926742858 0.0016831636313896531 0.0010098214707243841 0.0014214556573765975 0.0014322221117020189 -0.00038853364867196769 0.0017001713995679927 0.00175753923051307 0.0022065340989395991 0.0016862036259087765 0.00022971678422615776 0.0012891591094274508
leaf_weight=1106 50 191 26 34 71 26 24 24 34 30 59 63 20 220 46 28 35 22 43 111 33 96 21 20 37 250 23 244 112 22
leaf_count=1106 50 191 26 34 71 26 24 24 34 30 59 63 20 220 46 28 35 22 43 111 33 96 21 20 37 250 23 244 112 22
internal_value=0 0.000771929 0.000655232 0.00172703 0.000905673 0.00175309 0.00176805 0.00177804 0.000361393 0.00134511 0.00184338 0.0010955 0.000466579 0.00182367 0.00167683 0.00165319 0.00134847 0.00072284 0.000849965 0.00167886 0.000707533 0.00156179 0.00176139 -7.29856e-05 0.00190779 0.00172365 0.00179537 0.00165059 0.000289914 0.00103522
internal_weight=0 673 602 2448 325 2351 2303 2279 277 101 1385 97 223 1326 894 811 63 91 69 748 224 207 71 54 83 541 273 268 132 48
internal_count=3121 673 602 2448 325 2351 2303 2279 277 101 1385 97 223 1326 894 811 63 91 69 748 224 207 71 54 83 541 273 268 132 48
is_linear=0
shrinkage=0.00188464


Tree=2872
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 2 2 1 4 1 2 0 1 50 4 4 47 16 16 49 51 43 15 13 43 52 1
split_gain=76.6523 12.6141 7.25336 7.01864 4.40864 3.86716 2.68556 2.63488 1.94726 1.92361 1.89639 1.57869 1.74305 1.57594 1.49619 2.09715 1.4259 1.37128 1.34786 1.32585 1.11831 1.02656 0.981198 0.936416 0.925321 1.20004 0.913202 0.996091 1.09569 0.874079
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.076975000000000002 0.40473500000000007 -1.0000000180025095e-35 0.14122000000000004 0.077845000000000011 -0.013125 0.093100000000000002 0.092235000000000025 -0.10096999999999999 0.085345000000000018 0.041865000000000006 0.0082450000000000006 -0.15464999999999998 0.078875000000000015 -0.45661999999999997 -0.092484999999999984 -0.054984999999999992 -0.085989999999999997 0.07827000000000002 -0.028889999999999996 -0.0075049999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 6 14 22 -3 11 -5 29 20 -10 15 24 -4 -16 -15 21 -13 -17 -6 -20 25 -1 -25 -28 -29 -7
right_child=1 2 16 10 7 9 -8 -9 13 -11 -12 12 -14 18 17 19 -18 -19 23 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.001574321066071236 0.0014833890269919186 0.00054082991845548934 0.00029026567595679266 0.0013898881819107728 0.00094268443670767789 0.0014216801555801781 0.0018656979849874617 0.00077597683219752438 0.0012283994312086693 0.0010141217396151467 0.00086091044581646523 0.0016141204322697163 0.00090660534842588829 0.0011992351324412206 0.0015446462632766108 0.00066967583876572853 0.0007145765938405609 0.0012893328383115008 0.00038409139359598022 0.0014853517171113312 0.0012972054029856857 0.0011933079902077582 0.0013720848336975587 0.00064075285531846522 0.0018016527717375232 0.0011084293598129552 0.00059555285676786754 0.0013252516901701128 0.00085754155649269456 0.0016250295546171884
leaf_weight=49 76 101 100 28 20 200 67 47 25 41 67 39 29 20 1451 20 30 64 20 20 193 24 69 83 25 24 26 20 54 89
leaf_count=49 76 101 100 28 20 200 67 47 25 41 67 39 29 20 1451 20 30 64 20 20 193 24 69 83 25 24 26 20 54 89
internal_value=0 0.000827322 0.000746247 0.00147163 0.000842223 0.00149014 0.00153058 0.00110293 0.000740629 0.0013708 0.00101682 0.00139739 0.00130116 0.000821999 0.00151719 0.00136127 0.000388184 0.00153386 0.000776438 0.00112094 0.00135048 0.000955293 0.00127559 0.000734783 0.00151822 0.00142115 0.00077311 0.000882967 0.00098395 0.0014843
internal_weight=0 691 615 2430 485 2335 1744 136 349 591 95 550 261 248 1677 162 130 1515 223 64 232 44 89 203 98 73 183 100 74 289
internal_count=3121 691 615 2430 485 2335 1744 136 349 591 95 550 261 248 1677 162 130 1515 223 64 232 44 89 203 98 73 183 100 74 289
is_linear=0
shrinkage=0.00170698


Tree=2873
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 14 1 2 2 16 159 52 52 1 2 49 1 150 16 14 1 12 133 3 133 47 12
split_gain=84.1426 14.4824 7.84518 5.97153 4.57551 4.35404 4.00342 2.9337 2.48742 2.31768 1.97397 1.31111 1.12433 1.10703 1.10566 1.07812 1.13674 1.35007 0.99758 0.851197 0.724834 0.714229 0.658794 0.679175 0.64378 0.641325 1.02552 0.816808 0.63041 1.29806
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.16394500000000004 -0.042349999999999992 0.082585000000000006 -0.52606999999999993 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.054984999999999992 0.091195000000000012 0.082565000000000013 0.11346000000000002 -0.41076499999999994 0.12165500000000001 0.095780000000000018 0.032270000000000007 -0.10831999999999999 0.086990000000000012 0.078345000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 13 6 8 11 10 -4 19 -6 -9 28 -2 -12 24 -18 -16 -1 22 -7 -5 -24 25 26 -17 -27 29 -3
right_child=1 4 9 20 7 21 -8 12 -10 -11 15 -13 -14 -15 18 16 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0019083733770609978 0.0019235867885313202 0.00093328519387124974 0.0017543164740470892 0.001253680654125975 0.00075633982153707694 0.0011100903684035854 0.0011282417369200676 0.00093900121881278979 0.0021554713127498468 0.0011485047726554906 0.0020468756590220653 0.00042216006513627272 0.0014081744372731347 0.00089563155205693156 0.0012442746234963417 0.0014698745882866919 0.0011823488839169932 0.0017191659701663252 0.0016803519811740355 0.0017875163731419248 0.0013920537019974993 0.0015448711072896376 0.0010896422494959305 0.00063745530325606066 0.0017211712479937172 0.0021715732800842405 0.0018101480729671537 0.0018525437853137432 0.0014662467138860694 0.0013541183798581574
leaf_weight=1117 45 41 28 22 162 26 24 49 85 69 45 48 24 38 21 33 22 45 78 220 20 22 22 20 302 29 182 199 30 53
leaf_count=1117 45 41 28 22 162 26 24 49 85 69 45 48 24 38 21 33 22 45 78 220 20 22 22 20 302 29 182 199 30 53
internal_value=0 0.00110929 0.00181833 0.00147325 0.000922814 0.00183875 0.00184979 0.000786565 0.00185739 0.00132338 0.00184584 0.000679956 0.00109325 0.00116083 0.00169277 0.0017793 0.00176447 0.0015429 0.00158785 0.00188849 0.00109694 0.00130936 0.00100472 0.000874315 0.0017844 0.0018275 0.00175792 0.00189312 0.0012421 0.00117056
internal_weight=0 673 2448 228 445 2351 2303 283 2279 97 2194 210 73 162 144 857 812 67 99 1337 84 48 64 42 745 443 215 228 124 94
internal_count=3121 673 2448 228 445 2351 2303 283 2279 97 2194 210 73 162 144 857 812 67 99 1337 84 48 64 42 745 443 215 228 124 94
is_linear=0
shrinkage=0.00177594


Tree=2874
num_leaves=31
num_cat=0
split_feature=1 3 0 45 0 4 10 3 4 49 12 16 16 1 15 43 133 133 1211 403 403 0 403 43 400 43 1 0 132 42
split_gain=1.84999 0.529418 0.410648 0.306486 0.303028 0.241784 0.228557 0.226671 0.278147 0.372053 0.224945 0.375752 0.259737 0.299005 0.268866 0.21849 0.212075 0.421393 0.328077 0.320115 0.32923 0.538194 0.327846 0.279248 0.420185 0.362175 0.573937 0.456564 0.278144 0.260975
threshold=0.10312500000000001 -0.065229999999999996 0.089620000000000019 0.10526500000000001 0.22582000000000002 0.41257000000000005 -0.086389999999999981 0.092670000000000016 -0.031404999999999995 0.005085000000000001 -0.12529499999999996 -0.29154999999999992 0.51990500000000017 0.13869000000000004 -0.26481999999999994 -0.11720999999999999 0.11524500000000001 0.12330000000000001 0.11789500000000001 -0.5492149999999999 -0.53255499999999989 -0.071719999999999992 -0.072624999999999981 0.0068900000000000012 -0.065974999999999992 0.08845500000000002 0.076935000000000017 -0.085939999999999989 -0.26631499999999991 -0.046564999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 10 6 -2 -1 16 -9 -10 11 -3 13 15 -15 -12 18 -18 23 -19 21 -21 -22 -8 -25 26 -26 -27 -29 -30
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 12 -13 -14 14 -16 -17 17 19 -20 20 22 -23 -24 24 25 27 -28 28 29 -31
leaf_value=0.00045890512814372904 0.0021852609720650544 0.00066121050618588896 -0.0012682796318472405 0.002894753292895584 0.00022455422572203424 0.0010047584906502699 0.0023943804462591037 0.0022219527937541511 -0.00057106017776048165 0.0023336039034677525 0.002535924219394478 0.0034209170328025444 0.0025024319456376227 0.00061419527275044994 -0.0015411250924470959 0.00079111120107507244 5.273403225987307e-05 0.0034470088756176974 0.0041069293809743541 -0.0014379567513411495 0.0026077363104587809 0.0022260769699819719 0.001294252986809631 0.0040848175032897616 0.0016357121699101544 0.002783161129517482 -0.0013975061769947639 0.0024053673947730752 -0.00095395318312382297 0.0014114964012787849
leaf_weight=20 180 29 22 23 21 64 1579 66 30 20 21 25 23 36 28 279 31 40 28 20 140 24 82 21 58 105 24 30 22 30
leaf_count=20 180 29 22 23 21 64 1579 66 30 20 21 25 23 36 28 279 31 40 28 20 140 24 82 21 58 105 24 30 22 30
internal_value=0 0.00124865 0.000933879 0.00103829 0.00219743 0.00187562 0.00221491 0.00222986 0.00151887 0.000590805 0.000941469 0.00193885 0.000802299 0.000694874 -0.000328757 0.000913248 0.00226678 0.00188544 0.00233452 0.00207111 0.00186421 0.000560607 0.00212258 0.00230797 0.00183746 0.00166201 0.000747941 0.00206284 0.00114047 0.000410729
internal_weight=0 730 486 464 2391 244 2370 2350 116 50 441 54 387 364 64 300 2234 337 1897 306 266 44 222 1869 290 269 82 187 82 52
internal_count=3121 730 486 464 2391 244 2370 2350 116 50 441 54 387 364 64 300 2234 337 1897 306 266 44 222 1869 290 269 82 187 82 52
is_linear=0
shrinkage=0.0164962


Tree=2875
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 4 14 2 42 16 2 49 159 160 1 475 475 475 39 2 2 2 1 1453 42 475 52 52
split_gain=63.3207 10.9395 5.43507 4.42554 4.35589 3.52969 2.48658 2.4673 1.98746 1.70821 1.65544 1.37086 1.3611 1.05882 0.940773 0.910562 0.887354 0.911302 1.59099 0.90198 0.813835 1.1319 0.810943 0.778476 0.826794 0.800882 0.721863 0.699968 0.819774 0.901291
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.26790000000000008 0.11690500000000002 0.13501500000000002 0.085505000000000012 0.27834500000000006 0.062655000000000016 0.091265000000000013 -0.0060199999999999993 -0.042349999999999992 0.25063000000000007 -0.054984999999999992 0.082585000000000006 -1.0000000180025095e-35 0.090540000000000023 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.084780000000000008 -0.0050599999999999994 0.087545000000000026 0.08647500000000001 0.085605000000000014 -1.0000000180025095e-35 0.11275500000000001 -0.08230999999999998 0.039215000000000007 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 7 12 8 9 16 -4 -8 26 -2 15 -3 17 18 -1 22 -12 -22 -19 -21 25 -25 -6 -11 29 -29
right_child=1 4 10 -5 6 -7 11 -9 -10 27 20 -13 -14 -15 -16 -17 -18 19 -20 23 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0016836730385313 0.0010321127032259664 0.0013791075810724797 0.0015260754884762297 0.00085973423426537513 0.00055366292483852717 0.0010269703938311061 0.0006725639897425293 0.00091526949913794758 0.0018339400121577948 0.0016637621591664292 0.00064291771660226658 0.0012223379572825982 7.7868010045060684e-05 0.0014643017054475835 0.00067223351007807402 0.00094312481362006742 0.0014727739579282551 0.0016589027711637349 0.00094094281399264212 0.0016376998649925011 0.00075137763457115594 0.001322629874781983 0.0021488328527748571 0.0019220307407247514 0.0011707921088755186 0.0015358270937355434 0.00017389511382409682 0.0017470095521547348 0.0015168393608272297 0.0013613753148124599
leaf_weight=21 24 20 22 87 160 48 49 22 84 58 23 24 30 125 38 114 244 30 20 653 22 28 20 20 21 411 20 23 324 336
leaf_count=21 24 20 22 87 160 48 49 22 84 58 23 24 30 125 38 114 244 30 20 653 22 28 20 20 21 411 20 23 324 336
internal_value=0 0.00086822 0.00151478 0.00119748 0.00069744 0.00153276 0.000553681 0.00154337 0.00154947 0.00153852 0.00107289 0.000853312 0.000449524 0.00139469 0.000933972 0.0010082 0.00157635 0.00159748 0.00132137 0.00160728 0.000936316 0.00107128 0.00185487 0.00159608 0.00153596 0.00155375 0.000511467 0.00146499 0.00144811 0.00138608
internal_weight=0 691 2430 236 455 2335 283 2287 2265 2181 95 73 210 149 172 134 1440 1196 41 1155 73 50 50 1105 452 431 180 741 683 359
internal_count=3121 691 2430 236 455 2335 283 2287 2265 2181 95 73 210 149 172 134 1440 1196 41 1155 73 50 50 1105 452 431 180 741 683 359
is_linear=0
shrinkage=0.00188464


Tree=2876
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 2 47 2 2 2 4 1 15 0 14 1447 47 13 4 11 3 43 131 51 13 15
split_gain=88.9772 14.5238 9.49771 7.60465 5.10263 4.57767 3.8246 2.82195 2.74267 2.69034 2.62894 1.8336 1.33261 1.32311 1.47556 0.945966 0.872786 0.867487 0.781315 0.762811 0.725587 0.710608 0.698928 0.6894 0.753069 0.774983 0.681657 0.647034 0.577542 0.55968
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.40124500000000002 0.13754500000000003 0.092845000000000025 0.062655000000000016 0.11474000000000002 0.13082500000000002 0.089775000000000008 0.094835000000000017 0.14838000000000004 0.27834500000000006 0.087135000000000004 -0.053579999999999996 -0.22491999999999998 0.097795000000000007 -0.082869999999999985 0.090100000000000013 -0.0062949999999999994 -0.0070899999999999991 0.077415000000000012 -0.11171999999999999 -0.016814999999999997 0.091440000000000007 0.11144500000000002 0.0049450000000000006 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 20 6 8 12 11 22 13 15 -1 14 -4 27 -14 -13 -10 -19 -3 -16 -6 24 25 -21 -2 -5 -17 -15
right_child=1 2 10 5 9 -7 -8 -9 18 -11 -12 17 16 29 21 28 -18 19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016649231602076688 0.0016371344246347279 0.0006760127639685974 0.0007416699147998378 0.0016309887471022163 0.0016757914612212316 0.00075513665002224914 0.00096090847280349862 0.00082380692910534838 0.0019771371128469413 0.00067982227948294109 0.00088901602817567551 0.0011596149358978963 0.0013619716022991524 0.00034058037976107458 0.00025101939848886534 0.0015391891904067347 0.00087411250227988351 0.0017572283809886193 0.0015609873068962246 0.0014839701649708558 0.00097271737348490729 0.00058943823729450118 0.0012805276318540143 0.0016797453950723185 0.0014795861694941093 0.0010235353489495859 0.001237818814518908 0.0013457439140289826 0.0013145537771505349 3.1766513029252443e-05
leaf_weight=28 54 191 41 893 21 25 37 66 67 24 34 28 31 33 87 349 21 35 20 24 33 28 56 54 672 26 20 28 44 51
leaf_count=28 54 191 41 893 21 25 37 66 67 24 34 28 31 33 87 349 21 35 20 24 33 28 56 54 672 26 20 28 44 51
internal_value=0 0.00075696 0.000661556 0.00151554 0.000875185 0.00154148 0.00155011 0.00110662 0.00155984 0.00121997 0.000408165 0.00154685 0.00133994 0.000340044 0.000440714 0.00158993 0.00116495 0.00147937 0.00188147 0.0014904 0.000719724 0.000333417 0.00138833 0.00147837 0.00146331 0.00124454 0.00152921 0.00162232 0.00151404 0.000153086
internal_weight=0 673 599 2448 325 2302 2277 146 2240 101 274 2153 80 240 156 1314 52 839 87 811 224 115 77 776 722 50 74 921 393 84
internal_count=3121 673 599 2448 325 2302 2277 146 2240 101 274 2153 80 240 156 1314 52 839 87 811 224 115 77 776 722 50 74 921 393 84
is_linear=0
shrinkage=0.00184769


Tree=2877
num_leaves=31
num_cat=0
split_feature=1 52 11 159 402 12 2 15 3 160 2 10 457 0 14 2 49 3 51 16 484 151 2 2 1429 484 51 4 483 159
split_gain=2.18965 0.597213 0.433683 0.330824 0.301648 0.321569 0.374853 0.409955 0.506049 0.450732 0.42776 0.308875 0.290058 0.277298 0.245285 0.338972 0.25802 0.320327 0.273618 0.303148 0.270679 0.382783 0.309611 0.585634 0.469529 0.320441 0.544127 0.287259 0.294981 0.281019
threshold=0.10312500000000001 -0.40967499999999996 -1.0000000180025095e-35 -0.40873999999999994 0.099740000000000009 -0.26532499999999998 0.11548000000000001 -0.41942499999999994 -0.12018999999999998 -0.077849999999999989 -0.033169999999999991 0.10513000000000002 0.079590000000000008 0.22582000000000002 0.062655000000000016 -0.090999999999999984 0.11560500000000001 0.10299500000000002 -0.22411499999999998 0.5136400000000001 0.088375000000000009 -0.070479999999999987 0.08647500000000001 0.086825000000000013 0.084545000000000009 -0.085034999999999986 -0.025069999999999999 -0.082769999999999982 0.11395500000000001 0.11058000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 -4 5 -5 7 9 -9 -7 -10 -11 -12 14 15 -1 17 18 19 -17 22 -22 24 -24 29 26 -25 -23 -29 -20
right_child=1 2 3 4 -6 6 -8 8 10 11 12 -13 -14 -15 -16 16 -18 -19 20 -21 21 27 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00053200254923253722 0.0028673917976289784 -0.001356884082462021 0.0032337668852821209 0.0034599605539958065 -0.00092537821557519542 0.0027058088374389755 0.00075137876283739972 0.0048508980397683893 -0.00036699546287554573 -0.0018947319599183388 0.0024943576078910929 0.0010298462287725429 0.00062278496087130064 0.0005341637664776841 0.0035743449511969109 0.0049766776085739617 0.0018326541529819281 0.0012867152522725899 0.0029921225794753651 0.002334079207355805 0.005639323583907418 0.004923231496497091 -0.00054175516204158663 0.0056725218311320874 0.00017910716599490621 0.0023395392036538011 0.002705537579739853 0.00312377985412708 0.00070451096369976212 0.00090579802072563364
leaf_weight=26 90 20 30 23 20 21 255 20 26 25 143 23 34 21 89 36 129 54 807 24 22 22 22 26 21 870 97 82 21 22
leaf_count=26 90 20 30 23 20 21 255 20 26 25 143 23 34 21 89 36 129 54 807 24 22 22 22 26 21 870 97 82 21 22
internal_value=0 0.00147822 0.00128286 0.00136802 0.00127315 0.00135029 0.00126158 0.00170714 0.00208674 0.000480292 0.00181441 -0.000493372 0.00213485 0.00261786 0.00263632 0.00259972 0.00262356 0.00267155 0.00270764 0.00391964 0.0026715 0.00342395 0.00261219 0.00239744 0.00286863 0.00246256 0.0033327 0.00303405 0.00263053 0.00293676
internal_weight=0 730 640 620 590 570 547 292 223 69 203 48 177 2391 2370 2281 2255 2126 2072 60 2012 147 1865 1015 850 993 123 125 103 829
internal_count=3121 730 640 620 590 570 547 292 223 69 203 48 177 2391 2370 2281 2255 2126 2072 60 2012 147 1865 1015 850 993 123 125 103 829
is_linear=0
shrinkage=0.0182132


Tree=2878
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 42 2 2 4 3 1 16 160 1 49 47 0 1 2 1 39 2 15 3 0 14
split_gain=129.142 22.024 12.0093 11.8079 7.97207 5.73246 4.64263 4.63033 3.70401 3.36959 3.08215 2.44835 2.35059 2.22525 3.95383 2.0605 1.90641 1.37698 1.73401 1.30965 1.24959 1.17626 2.18829 1.1306 1.04664 1.15609 1.01119 0.913195 0.893305 1.00955
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.10672500000000001 -0.0060199999999999993 0.14960000000000004 0.14753000000000002 0.27834500000000006 -0.12018999999999998 0.083345000000000016 -0.52595999999999987 -0.037174999999999993 0.075045000000000014 -1.0000000180025095e-35 0.090100000000000013 -0.030209999999999997 0.086920000000000011 0.089605000000000018 0.11588000000000001 0.084780000000000008 -0.0091949999999999983 -0.41942499999999994 -0.05647499999999999 -0.23091999999999999 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 13 11 23 -5 15 12 -4 14 16 -7 -1 20 -19 28 -17 -15 -23 -6 -11 -26 -13 -14 -3 -30
right_child=1 2 7 9 8 10 -8 -9 -10 24 -12 26 27 21 -16 17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013445949600595717 0.0018298090653403 0.0011125988894113751 0.00094507166139874948 0.0017777009844573506 0.0018403436914803514 0.0011430828279177575 0.002288234059453411 0.0011114446874499386 0.00091682253522963901 0.00069350642246359209 0.0010656242902189329 0.00046261319387905621 0.00078155303255937169 0.0018727229882938515 0.00089799175348551899 0.0016868270913550944 0.0020087118410648049 0.0014727381182766995 0.0019727619054415607 0.0011716446407912865 0.0013967107255461243 0.0017942139238504653 0.0012174585982934446 0.0014049745714683594 0.00081117982227605669 0.0013448055304482655 7.3345957834112816e-05 0.00037916402516972305 0.0010301421382675736 0.00068196538347109633
leaf_weight=20 71 23 40 22 40 21 70 37 30 23 26 32 21 1182 21 383 38 27 95 32 51 396 21 33 20 32 55 92 31 136
leaf_count=20 71 23 40 22 40 21 70 37 30 23 26 32 21 1182 21 383 38 27 95 32 51 396 21 33 20 32 55 92 31 136
internal_value=0 0.000912664 0.000804496 0.00177385 0.00103153 0.00179841 0.00184891 0.000538122 0.00143187 0.00117853 0.00165203 0.000449734 0.000582344 0.00183058 0.00154533 0.00167845 0.00177971 0.00169868 0.0018621 0.000845784 0.00165274 0.00184467 0.00176517 0.00164353 0.00100277 0.00113956 0.000216525 0.000453944 0.000790902 0.000746597
internal_weight=0 673 602 2448 325 2351 1748 277 103 97 603 240 153 1678 79 577 58 556 122 222 434 1599 417 73 75 52 87 113 190 167
internal_count=3121 673 602 2448 325 2351 1748 277 103 97 603 240 153 1678 79 577 58 556 122 222 434 1599 417 73 75 52 87 113 190 167
is_linear=0
shrinkage=0.00174112


Tree=2879
num_leaves=31
num_cat=0
split_feature=1 3 4 48 51 132 47 2 16 124 0 16 16 157 0 474 1 447 51 42 12 1 158 1454 4 52 0 52 13 394
split_gain=2.26591 0.614495 0.463528 0.421664 0.382803 0.406549 0.311601 0.29058 0.345031 0.287623 0.273773 0.443865 0.258116 0.376191 0.471651 0.337369 0.286061 0.340876 0.229124 0.228313 0.221357 0.278797 0.19988 0.455871 0.395018 0.305547 0.317593 0.289648 0.265927 0.62214
threshold=0.10312500000000001 0.31299000000000005 -0.04890499999999999 0.14093000000000003 0.11917000000000001 -1.0000000180025095e-35 0.087885000000000019 0.13501500000000002 0.13751500000000003 -0.076779999999999987 -0.070499999999999993 0.15273500000000004 -0.42170999999999997 -1.0000000180025095e-35 -0.14794999999999997 0.096510000000000012 0.12656000000000003 0.091025000000000009 0.090230000000000019 -0.0060199999999999993 -0.42850999999999995 0.14173500000000003 0.07968500000000002 0.088250000000000009 0.24564500000000003 -0.0015799999999999998 -0.092089999999999991 -0.07278999999999998 0.0015850000000000003 -0.08151499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 4 5 -4 12 9 -9 19 -2 -12 16 15 -15 -14 17 -7 -16 -1 -3 -22 24 25 28 26 -24 -28 -11 -30
right_child=1 20 3 -5 -6 6 -8 8 -10 22 11 -13 13 14 18 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0030111291910845791 0.0050503081995233838 0.0016183207181408843 -0.0011348598741352713 -0.00087342400687638372 0.0037805589398110769 0.0037009126140791658 0.0026287902959448348 -0.00013868499392690126 0.0032980334173246611 0.0030691383343828382 0.00063498639474233337 0.0035511028181663593 0.0040646563703850436 -0.0022385644000984836 0.00050062086319061004 0.00056068807313218992 0.00083661701787300072 0.00073923902686866749 0.0028731095959791315 0.0009840315722290066 0.00050130332289315973 -0.0020597805199580911 0.0046411582116885055 0.00078203200265381998 0.0008376557681844571 0.0046911654150100755 0.0031675293565069903 0.00048185172646932165 -0.00090227353058804527 0.0026716828499851841
leaf_weight=39 22 35 21 26 35 55 114 27 21 1638 32 62 25 23 93 20 45 22 20 53 55 25 40 22 36 93 62 22 21 317
leaf_count=39 22 35 21 26 35 55 114 27 21 1638 32 62 25 23 93 20 45 22 20 53 55 25 40 22 36 93 62 22 21 317
internal_value=0 0.0016337 0.00188598 0.00161981 0.00175686 0.00159515 0.00173263 0.00291368 0.00136488 0.00294541 0.00303099 0.00255838 0.00139546 0.000913608 0.000386272 0.00250734 0.00211034 0.00285472 0.00092053 0.00184334 0.000284508 -0.000299035 0.00299045 0.00354024 0.00292514 0.00381987 0.0031664 0.00246414 0.00296317 0.00244963
internal_weight=0 730 615 499 473 438 417 2391 48 2343 116 94 303 181 136 45 122 77 113 92 115 80 2251 239 2012 217 124 84 1976 338
internal_count=3121 730 615 499 473 438 417 2391 48 2343 116 94 303 181 136 45 122 77 113 92 115 80 2251 239 2012 217 124 84 1976 338
is_linear=0
shrinkage=0.0201088


Tree=2880
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 1 2 1 52 132 106 159 1 2 4 16 2 52 16 131 15 0 12 1 157
split_gain=70.5568 12.3057 6.98653 6.32991 4.77059 4.3834 2.83637 2.7099 2.53803 2.31747 1.94726 1.90356 1.15449 1.13713 0.978758 0.907947 0.871436 1.42928 1.38522 0.864174 0.914254 0.765821 0.754295 0.720182 0.687462 0.68341 0.657449 0.830064 0.62826 0.623678
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.089775000000000008 0.091195000000000012 -0.56176499999999996 0.089825000000000002 0.087690000000000004 0.082585000000000006 0.086920000000000011 0.09678500000000001 0.038415000000000012 -0.12029499999999999 0.14122000000000004 0.12603000000000003 0.13751500000000003 0.09031500000000002 0.090455000000000021 0.048635000000000005 0.090545000000000014 0.16540500000000002 -0.078064999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 14 6 7 11 -6 28 -5 12 -1 -13 15 21 17 19 -19 26 -21 22 -3 -7 -2 -9 27 -15 -4 -29
right_child=1 2 9 10 8 23 -8 25 -10 -11 -12 13 -14 16 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0015997186646780526 0.0016576195748922017 0.00083339372546202247 0.00045347486488063162 0.0013979341303620729 0.0013741770811063695 0.00079012125572300751 0.00089164107807326452 0.0020094623922898526 0.0008208353846522506 0.00099180110340126764 0.00085693224281660713 0.001753642766853239 0.0014549299889319166 0.0016445421494144464 0.00038744568501210703 0.0004311457068256467 0.0015925928067259999 0.00078351683076148212 0.001363229854353619 0.0014985549682261742 0.001207908825367819 0.00053771607784803622 0.0012018664345516414 0.0012374010026201677 0.0012869790567138551 0.001680338330125242 0.0012742421896166172 0.0011615630329275587 0.00012567693835277007 0.001484009242397045
leaf_weight=1106 52 206 150 34 85 27 22 47 40 26 61 43 216 111 20 20 122 21 38 61 85 26 20 21 24 37 43 21 22 314
leaf_count=1106 52 206 150 34 85 27 22 47 40 26 61 43 216 111 20 20 122 21 38 61 85 26 20 21 24 37 43 21 22 314
internal_value=0 0.000852915 0.000767935 0.00150891 0.000900977 0.00152756 0.00153893 0.00154522 0.00119711 0.000487742 0.00105055 0.00153292 0.00157606 0.00146653 0.000774208 0.000802647 0.0014514 0.00142658 0.00115689 0.00145164 0.00132934 0.000832131 0.000866002 0.000985806 0.00154058 0.00186449 0.00148816 0.00150878 0.000411547 0.0014638
internal_weight=0 691 615 2430 417 2335 2287 2265 125 198 95 2181 1322 859 292 272 816 694 59 635 146 252 226 48 76 84 489 446 172 335
internal_count=3121 691 615 2430 417 2335 2287 2265 125 198 95 2181 1322 859 292 272 816 694 59 635 146 252 226 48 76 84 489 446 172 335
is_linear=0
shrinkage=0.00181146


Tree=2881
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 11 1 47 4 2 2 15 51 3 43 159 151 1 42 1 2 43 15 158 14 1 131 13
split_gain=59.6928 10.6025 6.44076 5.21046 4.22719 3.04386 2.78324 2.53156 2.30203 2.22488 1.96505 1.79007 1.15275 1.08322 1.06289 0.944793 1.0501 0.848364 0.823629 0.77195 0.780898 0.736021 1.28552 0.67595 1.01114 0.674789 0.652515 0.647339 0.626239 0.586695
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 1.0000000180025095e-35 0.092845000000000025 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.094835000000000017 0.040760000000000005 0.089685000000000001 -0.11171999999999999 -0.016814999999999997 0.0089800000000000019 -0.088784999999999989 0.16540500000000002 0.11551500000000002 0.086920000000000011 0.098035000000000011 -0.025214999999999998 -0.015744999999999999 0.096590000000000023 0.078320000000000015 0.086920000000000011 0.09031500000000002 -0.010384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 8 18 6 7 11 12 19 -6 27 -1 14 -9 16 -13 21 -3 20 -4 -17 -23 -20 29 -19 -15 -5 -2 -25
right_child=1 2 9 5 10 -7 -8 13 -10 -11 -12 15 -14 26 -16 17 -18 25 23 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015852111840267405 0.0015652626019122047 0.00098783861095414816 0.00052127916298948555 0.0015061451519616073 0.0013038988579953238 0.00075235993277878344 0.00096514941796632008 0.0016760280336101791 0.00084280448762084664 0.00097307482731256816 0.00082655475342878265 0.0014130423399346312 0.0011382594451848768 0.0021236435816177498 0.0012118016942151417 0.0013826282826630075 0.00091636690169086114 0.0016166349212273926 0.00062179014343806047 0.00010501308188242991 0.00018774723991065936 0.00080867600160052519 0.001386183274999217 0.00073812351982712138 0.00051384571892993725 0.0013009398450552893 0.0017316961602440617 0.0014200587896799409 0.0012184471126266119 0.0010056857527822071
leaf_weight=28 52 43 123 927 85 20 37 60 64 26 40 25 52 21 21 556 29 81 115 22 27 20 31 46 29 29 37 392 24 59
leaf_count=28 52 43 123 927 85 20 37 60 64 26 40 25 52 21 21 556 29 81 115 22 27 20 31 46 29 29 37 392 24 59
internal_value=0 0.000829957 0.000752624 0.00142151 0.000877859 0.00144215 0.00144824 0.00145626 0.00109385 0.000488872 0.00115115 0.00144082 0.00129469 0.00168834 0.00155567 0.00137284 0.00114631 0.0013899 0.000760868 0.000415679 0.000461243 0.0013639 0.00115971 0.000721673 0.000807393 0.00153341 0.00187361 0.00148056 0.00145574 0.000888468
internal_weight=0 691 615 2430 417 2286 2266 2229 144 198 125 2090 80 139 81 771 54 717 292 172 150 607 51 249 134 110 58 1319 76 105
internal_count=3121 691 615 2430 417 2286 2266 2229 144 198 125 2090 80 139 81 771 54 717 292 172 150 607 51 249 134 110 58 1319 76 105
is_linear=0
shrinkage=0.00177594


Tree=2882
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 1 12 2 47 4 14 0 2 4 4 2 0 0 12 47 1 2 4 3 16 2 1 15 131 160
split_gain=129.962 21.3665 12.7693 10.4176 7.94129 5.59267 4.64593 4.19025 3.6239 3.22434 2.7774 2.50879 2.49388 2.15536 2.14933 2.11624 2.0259 1.59205 2.09966 1.46233 1.29955 1.13884 1.7909 1.55079 1.14683 1.02755 1.33843 1.02227 1.00394 0.969139
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.051320000000000005 0.088725000000000012 0.08864000000000001 0.09141500000000001 0.10672500000000001 0.13082500000000002 -0.15464999999999998 0.076175000000000007 -0.067094999999999988 0.14753000000000002 0.033845000000000007 0.27834500000000006 0.092235000000000025 -0.23194499999999998 -0.09595999999999999 0.13597000000000004 0.090100000000000013 0.11588000000000001 0.098035000000000011 -0.040589999999999994 0.013900000000000001 -0.054549999999999994 0.088850000000000012 0.081315000000000012 -0.41942499999999994 0.091440000000000007 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 16 10 20 12 -7 25 15 14 17 -4 -11 -1 -8 -19 -3 -6 22 -18 -24 -23 -5 -27 -14 -2 -16
right_child=1 2 8 6 7 9 13 -9 -10 11 -12 -13 27 -15 29 -17 21 18 -20 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0024409621635759575 0.0021427881906135953 0.00099741099532408835 0.0011364090520226801 0.0021291137185746891 0.0020961440306594965 0.0020016367140987226 0.0023452264979530279 0.0010728120302881249 0.0012656157464421738 0.0017388083739605703 0.0025443622655318913 0.00084864908483897822 0.00065841403070383353 0.0017518375897223272 0.00098272720062685679 0.0012732791072546205 0.0022131699871598119 0.0019867659643946819 0.0014618169007970276 0.0014022684391877575 0.0016200418803392991 0.0020132483112363609 0.0019746686715352486 0.00137606608879004 0.0015028924476150484 0.0020454625892241405 0.0016230757200759438 0.00025919150423083881 0.0016770009814416841 0.00057424234579822673
leaf_weight=22 54 191 40 904 40 33 37 28 34 57 46 23 32 150 23 67 53 620 25 33 33 21 39 21 41 263 26 55 20 90
leaf_count=22 54 191 40 904 40 33 37 28 34 57 46 23 32 150 23 67 53 620 25 33 33 21 39 21 41 263 26 55 20 90
internal_value=0 0.0011166 0.00100538 0.0019978 0.00124347 0.00172626 0.00204723 0.00165689 0.00072298 0.00149997 0.00211616 0.00138735 0.000646107 0.00194458 0.00078262 0.00148727 0.00193302 0.00198697 0.00196642 0.00105706 0.00188092 0.00186917 0.00197529 0.00176516 0.00167575 0.00209964 0.00200746 0.000406032 0.0020169 0.000657385
internal_weight=0 673 599 2448 325 377 2071 101 274 180 1239 147 240 832 153 124 197 682 645 224 73 175 113 60 62 1193 289 87 74 113
internal_count=3121 673 599 2448 325 377 2071 101 274 180 1239 147 240 832 153 124 197 682 645 224 73 175 113 60 62 1193 289 87 74 113
is_linear=0
shrinkage=0.00177594


Tree=2883
num_leaves=31
num_cat=0
split_feature=1 52 3 123 148 43 130 51 2 14 2 3 40 43 374 133 147 12 4 4 12 132 160 4 159 158 43 13 3 2
split_gain=3.07388 0.763053 0.510869 0.344693 0.400836 0.344143 0.414266 0.322421 0.320598 0.385636 0.505293 0.299034 0.293066 0.31685 0.290322 0.267427 0.341537 0.311063 0.300948 0.357669 0.245921 0.259322 0.427122 0.351114 0.303731 0.395819 0.306992 0.271344 0.336093 0.233961
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.085740000000000011 -0.095079999999999984 -0.24021999999999996 -0.012214999999999998 0.11144500000000002 0.095545000000000005 0.076975000000000002 -0.13033999999999998 -0.15447499999999995 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 0.089595000000000022 0.10100500000000003 0.10016000000000001 0.056795000000000005 -0.013514999999999998 -0.029094999999999999 0.08518000000000002 -0.067824999999999983 -0.50940999999999981 0.014475000000000003 0.083705000000000016 -0.078139999999999973 0.0015850000000000003 -0.081234999999999988 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 -6 -7 15 9 10 -1 -12 13 14 -5 16 17 18 19 -8 29 23 -23 -22 26 -26 27 28 -25 -10
right_child=1 2 -4 12 5 6 7 -9 20 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00031626541754593027 0.0034672985198420563 -0.00044448372251554611 0.00038145298721561688 0.0015191967912379914 0.00454517098354829 7.980667052730252e-05 0.0029795059816656003 0.0037424069545578891 0.00062169474732386241 0.0047357487410601981 0.0010989307165623601 0.0033743308403011148 -0.001129695839210256 0.0033961201425996225 -0.00097353516958405587 0.00014964110540102637 -0.00014034308521362996 0.0010878813672555903 0.0033685402027124685 0.00032035930818798434 0.0055030315251378406 -0.00041170912859997248 0.00287433073952017 0.0034736361569203404 0.0064635922199509496 0.0032704950489690588 0.002515288018361414 0.0024394332409263244 0.006300223969943064 0.0027615212492920777
leaf_weight=20 90 21 103 62 22 33 42 48 32 71 21 1665 20 22 23 24 20 49 119 32 22 20 49 44 20 46 277 38 23 43
leaf_count=20 90 21 103 62 22 33 42 48 32 71 21 1665 20 22 23 24 20 49 119 32 22 20 49 44 20 46 277 38 23 43
internal_value=0 0.00183361 0.00160387 0.00183834 0.00210553 0.00224319 0.0021052 0.00230531 0.00323844 0.00336742 0.00331047 0.00334599 0.000975745 0.00136929 0.000844693 0.00206412 0.00223949 0.00243617 0.00277848 0.0018296 0.00286516 0.00300662 0.00192186 0.00316587 0.0030511 0.0042381 0.00284602 0.00371851 0.00444396 0.00184853
internal_weight=0 730 640 537 410 389 367 334 2391 1777 1706 1686 127 107 85 286 262 242 193 74 614 539 69 470 448 66 382 105 67 75
internal_count=3121 730 640 537 410 389 367 334 2391 1777 1706 1686 127 107 85 286 262 242 193 74 614 539 69 470 448 66 382 105 67 75
is_linear=0
shrinkage=0.018949


Tree=2884
num_leaves=31
num_cat=0
split_feature=1 3 12 0 12 49 2 2 3 0 394 13 51 4 157 4 15 151 4 124 484 43 13 3 160 15 0 0 2 15
split_gain=2.49389 0.465376 0.454363 0.389689 0.380218 0.371497 0.425847 0.5162 0.411692 0.383667 0.341335 0.355529 0.334313 0.326471 0.294501 0.263528 0.527689 0.256487 0.243667 0.224178 0.245891 0.256706 0.36686 0.360242 0.284612 0.362586 0.246392 0.333287 0.204574 0.346326
threshold=0.11146500000000002 -0.049509999999999992 0.051320000000000005 0.034820000000000011 0.097825000000000009 -0.15302999999999997 -0.0091949999999999983 0.093320000000000014 0.083060000000000009 -0.072594999999999979 -0.081744999999999984 -0.081029999999999977 0.045645000000000005 -0.036839999999999991 -0.0045449999999999996 -0.49405499999999997 -0.03241999999999999 -0.0064299999999999991 0.053180000000000012 0.05852000000000001 -0.070054999999999992 -0.05647499999999999 -0.011289999999999998 0.149315 -0.066074999999999981 -0.07490999999999999 -0.11013499999999998 -0.13843999999999998 0.11474000000000002 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 5 4 19 -1 9 8 -8 -7 -9 -12 15 -2 -10 -13 -17 -16 -4 20 -3 22 -22 24 -23 -26 27 -25 -15 -30
right_child=1 3 18 -5 -6 6 7 10 14 -11 11 12 -14 28 17 16 -18 -19 -20 -21 21 23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.0050511521127696085 0.0042284198538087162 -0.00048894705408183319 0.0031708635646471597 -0.0013148481271568343 -0.00099897997412465777 0.0028560060344754879 0.0046725302194987406 -0.00040749951578192452 0.0038562466737762117 -0.00048030570380306958 0.00064270221079324721 0.0037897837135332261 0.0044644267553277817 0.0026093446618890245 0.0030731200696195119 0.0025978938002491031 -0.00028497576931886125 8.9736062751930479e-05 0.0025146588744276487 -0.00030285466331083044 0.0017155159118762918 0.0014767467918144041 -0.0012417602026484095 0.0012343253517522054 0.0025876237867460262 0.0062552874559009403 0.00027450255538335588 0.0041111134934440395 0.0026134866064016489 -0.00038377358346233244
leaf_weight=20 29 20 1884 25 27 21 63 21 37 37 45 33 31 75 21 90 34 24 249 26 56 20 23 45 22 20 39 24 29 31
leaf_count=20 29 20 1884 25 27 21 63 21 37 37 45 33 31 75 21 90 34 24 249 26 56 20 23 45 22 20 39 24 29 31
internal_value=0 0.0014652 0.00297125 0.00105619 0.00124027 0.0024212 0.00230611 0.00253555 0.00347407 0.000727669 0.00199979 0.00221675 0.00259352 0.0023306 0.0025533 0.0022241 0.00180743 0.00148198 0.00309426 0.00144522 0.00161418 0.00178311 0.000854537 0.00221462 0.00341239 0.00433413 0.00152701 0.00223495 0.00192293 0.0010649
internal_weight=0 511 2610 347 322 477 457 399 145 58 254 233 188 164 82 157 124 45 2133 295 269 249 79 170 62 42 108 69 135 60
internal_count=3121 511 2610 347 322 477 457 399 145 58 254 233 188 164 82 157 124 45 2133 295 269 249 79 170 62 42 108 69 135 60
is_linear=0
shrinkage=0.0197145


Tree=2885
num_leaves=31
num_cat=0
split_feature=4 3 150 52 13 131 43 475 2 48 12 160 15 12 149 3 0 52 2 49 12 1212 12 1371 52 1212 1453 3 4 157
split_gain=2.0351 0.635041 0.476445 0.447501 0.38116 0.548399 0.38226 0.329889 0.323905 0.286614 0.27866 0.256147 0.404107 0.270137 0.241966 0.239088 0.576427 0.369656 0.420063 0.28783 0.220898 0.542932 0.23436 0.238615 0.233954 0.479885 0.300006 0.231172 0.222213 0.231383
threshold=0.27287000000000006 -0.065819999999999976 0.12314500000000002 0.5140450000000002 -1.0000000180025095e-35 0.094655000000000017 0.057265000000000003 -0.066784999999999983 0.25063000000000007 0.09111000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.087894999999999987 0.051320000000000005 0.07770500000000001 -0.13309499999999996 -0.12333499999999999 0.13796000000000003 0.081685000000000021 -0.18481499999999998 0.083785000000000012 0.040035000000000008 0.083875000000000019 0.083235000000000017 -0.0080349999999999987 0.089995000000000019 -1.0000000180025095e-35 -0.088494999999999976 0.033845000000000007 -0.090834999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 6 7 -3 14 -9 -1 13 -13 -6 -2 17 -17 18 -12 -18 21 27 -22 24 25 -24 -26 -21 29 -28
right_child=8 2 -4 -5 11 -7 -8 9 -10 -11 15 12 -14 -15 -16 16 19 -19 -20 20 22 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=0.0012493054075264861 0.0011310294685401331 -0.0011013026338680986 -0.00066302694290640903 -0.00040472228709617696 0.0030825868587613567 0.0054673280322308409 0.0032581386526591262 0.0021861139514505975 -0.0012670803153817768 0.00062609024571401287 0.0065880097041063589 0.0027729721849333142 0.0060190081790806975 0.001198962715043076 0.0032764390596323033 -0.00060888036381856079 0.00055003431045957181 0.0010213672845283313 0.0036541596798766629 0.0049301501241234549 0.00076534425806279568 0.0068363236599051653 0.0027547252552915912 0.0052415312255404004 0.005278427940671725 -0.00061854233637642403 0.0010439695917856379 0.0023608242974480485 0.0021399412686350823 0.003256406440610119
leaf_weight=39 302 21 24 25 179 20 68 167 24 79 26 40 31 43 26 20 21 20 153 23 21 24 483 22 30 20 22 52 97 999
leaf_count=39 302 21 24 25 179 20 68 167 24 79 26 40 31 43 26 20 21 20 153 23 21 24 483 22 30 20 22 52 97 999
internal_value=0 0.00284863 0.00229144 0.0023968 0.00250488 0.00203469 0.00182976 0.00146597 0.00112599 0.00168513 0.00303606 0.00307456 0.00419026 0.00271774 0.00130109 0.00307034 0.00299411 0.00377287 0.00408031 0.00303383 0.00306292 0.00404271 0.00300566 0.00303378 0.00300436 0.0026206 0.00317251 0.00314875 0.003116 0.00320873
internal_weight=0 2769 697 673 648 355 335 267 352 246 2072 293 71 222 328 2033 1834 199 179 1814 1793 99 1694 1673 1651 503 1148 75 1118 1021
internal_count=3121 2769 697 673 648 355 335 267 352 246 2072 293 71 222 328 2033 1834 199 179 1814 1793 99 1694 1673 1651 503 1148 75 1118 1021
is_linear=0
shrinkage=0.0213396


Tree=2886
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 159 2 2 1 3 3 52 1 1 132 47 1 2 0 4 1 12 13 3 16 14 2
split_gain=127.003 20.9659 12.6991 10.8268 7.88512 6.58687 5.45816 3.67927 3.35839 3.22461 3.06906 3.06798 2.12424 3.56257 1.52983 1.4612 1.32834 1.22961 1.18804 1.1028 2.70638 1.06454 1.03033 0.992118 0.95762 0.953527 0.847797 0.80031 0.79837 0.724451
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 0.089775000000000008 0.09253500000000002 0.31370500000000007 0.076840000000000006 -0.56176499999999996 0.091450000000000017 0.13146500000000003 0.10365500000000001 0.090100000000000013 0.088975000000000012 0.097845000000000015 -0.036484999999999997 -0.036839999999999991 0.11588000000000001 0.095780000000000018 -0.52014499999999986 -0.10831999999999999 0.11346000000000002 0.096015000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 18 6 7 10 -4 23 15 -5 13 16 -12 -1 -10 25 -3 24 -21 -18 -2 -6 26 -14 -16 -7 -9 -17
right_child=1 2 8 11 9 27 -8 28 12 -11 14 -13 17 -15 19 29 21 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018585293633999094 0.0019138087580554681 0.00074156812023768945 0.0010758159594334601 0.0015900439073064042 0.0017648430751822945 0.00088974869008196249 0.00092355222106885551 0.002271856823416506 0.00070900024356926393 0.0008263088462252665 0.0020191164037229891 0.00091484495158608082 0.00024507461473903715 0.001034206141753065 0.0015103195671777295 0.0013658882953126723 0.0001126459551174582 0.00047019550995944009 0.0011137840684141882 0.00096550976522523997 0.0017159013234290118 0.00049271800274164714 0.0014572007838095759 0.0013493412750412196 0.0016173825315384874 -0.00022358223753088534 0.0017750109923123881 0.0013591894961971591 0.0018818519118579196 0.0017283412005454084
leaf_weight=1116 50 191 26 34 44 26 24 61 30 24 45 63 28 34 44 20 57 28 33 24 46 42 24 33 302 29 407 22 24 190
leaf_count=1116 50 191 26 34 44 26 24 61 30 24 45 63 28 34 44 20 57 28 33 24 46 42 24 33 302 29 407 22 24 190
internal_value=0 0.000856067 0.00074369 0.00174459 0.000985868 0.00176906 0.00178291 0.00179196 0.000456434 0.00140607 0.00177763 0.00115151 0.000391499 0.000512564 0.00169389 0.00183244 0.000375077 0.000159337 0.000796404 0.00167611 0.00145862 0.000273889 0.00176572 0.00158677 0.00169633 6.63516e-06 0.00174919 0.00110491 0.00216174 0.00169382
internal_weight=0 673 599 2448 325 2351 2303 2279 274 101 2194 97 248 163 868 1326 129 85 224 823 70 99 74 77 753 57 451 48 85 210
internal_count=3121 673 599 2448 325 2351 2303 2279 274 101 2194 97 248 163 868 1326 129 85 224 823 70 99 74 77 753 57 451 48 85 210
is_linear=0
shrinkage=0.00181146


Tree=2887
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 2 13 1 133 132 52 1 2 47 4 14 4 48 4 16 43 16 131 1
split_gain=100.739 17.0698 9.06514 8.45143 7.52304 5.96419 4.61152 3.70837 2.87651 2.51271 2.22236 1.67778 1.37015 1.27392 1.17647 1.17261 1.15177 1.25346 1.69553 0.94154 2.11033 0.876708 0.82622 0.898591 0.831774 0.800217 0.718064 0.696915 0.666106 0.662822
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.17025000000000004 -1.0000000180025095e-35 0.091195000000000012 0.089200000000000015 0.089365000000000014 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.078345000000000012 0.41555500000000006 0.096015000000000017 0.098655000000000007 0.085700000000000012 0.51388000000000011 0.11346000000000002 -0.080324999999999994 -0.010699999999999999 0.091440000000000007 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 14 6 8 -6 10 -5 13 12 -4 -1 15 19 -12 -18 -19 22 -21 -10 23 -3 -24 -7 27 -11 -2 -13
right_child=1 2 11 9 7 25 -8 -9 21 26 16 29 -14 -15 -16 -17 17 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018199872182039156 0.001851978655757467 0.00051744367569755143 0.00049593994499811246 0.0016555409763402277 0.0015714326513606789 0.00091123600687007672 0.00098026037114389746 0.00089539405744114189 0.0021965093298809703 0.0013239218632875012 0.0019563705970897117 0.00040641807586019266 0.00089877642829051503 0.001672135216458429 0.00056155839464120153 0.00046874680601002448 0.0016854061675574544 0.0010277536240547594 0.0016293445514768822 0.0013937328513271307 0.00067769385586087755 0.0017958313973965459 0.0010839542135518603 0.00087707586313222233 0.00071782233622173634 0.0013714453458869096 0.00074117893665232113 0.00089593725169304788 0.0014725721604812057 -7.8714037347450509e-06
leaf_weight=1117 54 36 89 28 83 26 24 37 61 28 45 29 38 220 42 20 745 22 45 34 21 24 65 56 28 22 20 21 20 21
leaf_count=1117 54 36 89 28 83 26 24 37 61 28 45 29 38 220 42 20 745 22 45 34 21 24 65 56 28 22 20 21 20 21
internal_value=0 0.000944738 0.000845327 0.00172056 0.000986819 0.00174176 0.00175467 0.00136299 0.00176282 0.00120684 0.00175041 0.000507983 0.000616474 0.00179566 0.000837348 0.000881899 0.00167981 0.00166448 0.00143181 0.000916328 0.00112034 0.00208338 0.000855677 0.00073635 0.000973721 0.00112217 0.00102475 0.0011405 0.00174944 0.000232416
internal_weight=0 673 599 2448 422 2351 2303 120 2279 97 2194 177 127 1337 302 260 857 812 67 240 55 85 185 92 93 48 69 49 74 50
internal_count=3121 673 599 2448 422 2351 2303 120 2279 97 2194 177 127 1337 302 260 857 812 67 240 55 85 185 92 93 48 69 49 74 50
is_linear=0
shrinkage=0.00177594


Tree=2888
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 2 16 4 130 13 12 484 16 3 15 42 2 2 1 3 2 16 11 131 40 11 43 0 0
split_gain=2.60701 0.641157 0.426854 0.571219 0.4202 0.307162 0.311673 0.275728 0.490568 0.288489 0.348631 0.296715 0.330251 0.306801 0.269401 0.269296 0.258037 0.259538 0.576779 0.264051 0.238256 0.232777 0.372581 0.240705 0.228876 0.218602 0.216574 0.562263 0.271405 0.303904
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.40124500000000002 0.14122000000000004 -0.44310499999999992 0.038415000000000012 0.09721500000000001 -0.0057949999999999989 0.097575000000000009 -0.011659999999999998 -0.050529999999999999 0.10299500000000002 -0.09551999999999998 0.11159000000000001 -1.0000000180025095e-35 0.10613000000000002 0.10638500000000002 0.12745000000000004 0.11411 0.054560000000000004 0.086595000000000019 0.091295000000000015 -0.083394999999999983 1.0000000180025095e-35 -0.20207499999999998 -0.13027499999999997 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 21 3 16 -4 6 7 -1 14 10 11 12 -10 -14 25 -12 17 -3 19 -19 -16 -2 23 -23 -6 -9 28 -28 -27 -30
right_child=1 2 4 -5 24 -7 -8 8 9 -11 15 -13 13 -15 20 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0040065210295528817 0.0028559879355131942 0.00053800695296534026 -0.002311471650286842 0.0047184581111298831 0.0013835049676310693 0.00070007296345608839 0.0013239331593092579 0.0016111415132658527 0.0033162776974278935 0.00017020844446445646 0.0022986697500735503 0.0035910303004080425 0.0016110720843775001 -0.00095224807035155297 0.00027548137616821127 0.0053586151767835858 -0.00045444648685504955 0.0018909173220181177 0.0013275456845581188 0.0046084406054515883 0.0030601257746195008 -0.00066717948263111525 0.0038108061835343855 0.0019207701631543748 -0.0010142465347727249 0.0019878176173974758 0.0012149865843033576 0.0046776229277486038 0.0050607863080516799 0.0030985934169363849
leaf_weight=102 170 79 21 20 58 22 41 36 25 26 21 29 53 26 24 22 27 22 205 34 22 25 20 29 20 81 22 86 30 1723
leaf_count=102 170 79 21 20 58 22 41 36 25 26 21 29 53 26 24 22 27 22 205 34 22 25 20 29 20 81 22 86 30 1723
internal_value=0 0.00165371 0.00124785 0.00153756 0.000115328 0.00297334 0.00299445 0.00302388 0.00297885 0.0020706 0.00235135 0.00186222 0.00138015 0.000767448 0.00306949 0.00386422 0.00136421 0.00150864 0.00180243 0.00354084 0.00160727 0.00246212 0.00155728 0.000722645 0.000768697 0.0031035 0.00313116 0.00397227 0.00308163 0.00313217
internal_weight=0 730 486 387 99 2391 2369 2328 2226 202 176 133 104 79 2024 43 367 340 261 56 46 244 74 54 78 1978 1942 108 1834 1753
internal_count=3121 730 486 387 99 2391 2369 2328 2226 202 176 133 104 79 2024 43 367 340 261 56 46 244 74 54 78 1978 1942 108 1834 1753
is_linear=0
shrinkage=0.0193279


Tree=2889
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 159 4 4 0 0 0 12 2 11 12 0 48 52 150 4 15 2 0 1 1 148 43 3 50
split_gain=51.5315 7.14829 5.44564 4.82173 3.2896 2.34589 2.08672 1.97717 1.57456 1.60645 1.35247 1.27122 1.31941 0.969992 0.956911 0.874533 0.848897 0.757718 0.796376 0.788173 0.719743 1.62436 0.971269 0.654562 0.638495 0.628936 0.628553 0.575393 0.574378 0.561546
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.082585000000000006 0.053180000000000012 -0.17966999999999997 1.0000000180025095e-35 -0.23194499999999998 -0.079119999999999982 0.13597000000000004 0.10402500000000002 1.0000000180025095e-35 -0.086254999999999984 -0.23001499999999997 0.14174500000000004 0.08257500000000001 1.0000000180025095e-35 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.14116499999999996 0.122715 0.16540500000000002 -0.043434999999999994 -0.00045499999999999995 -0.15713499999999997 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 26 17 11 -6 13 -1 14 28 15 -4 -10 -17 18 19 -5 22 -22 -12 -9 -2 -7 -3 -28 -13 -30
right_child=1 5 7 6 8 25 -8 23 9 -11 20 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0017353042780038136 0.0012980494876857485 0.00039690898594911696 0.0014006904443315605 0.0011878697618427998 0.0013631985072596077 0.00039361800522101891 0.00044066516160117463 0.0015217020797992002 0.00089557623228446524 0.0004321567248079753 0.0015202284757513261 0.001480877803112555 0.00088552641385063852 0.00078820297646439675 0.001624500666457037 0.00099624350102579936 0.0014327068390769123 0.00054529960425998435 0.0006671379762622228 0.00082752776778434109 0.0012853736731143683 0.00075034487033364056 0.0010423608247456331 0.0011726405902771774 0.00097957178853627668 4.8998722611686092e-05 0.00059707141836400123 0.00086366247403236009 0.001272938715248442 0.0014200218604561016
leaf_weight=22 83 22 1190 43 31 130 58 20 50 21 53 73 24 62 69 29 32 22 31 40 76 26 20 221 29 21 52 59 398 114
leaf_count=22 83 22 1190 43 31 130 58 20 50 21 53 73 24 62 69 29 32 22 31 40 76 26 20 221 29 21 52 59 398 114
internal_value=0 0.000714401 0.00132077 0.000910332 0.00112918 0.000503293 0.000734103 0.00135911 0.000976531 0.000914744 0.00130352 0.00137943 0.00131013 0.000973324 0.00141296 0.00107673 0.00122521 0.000859245 0.000919831 0.00101421 0.00124924 0.00114899 0.00138931 0.00120161 0.00121559 0.000345691 0.000682224 0.000738773 0.00132755 0.00130569
internal_weight=0 590 2531 306 422 284 194 2109 225 194 197 1868 609 173 1259 111 61 136 114 83 175 102 73 241 112 151 133 111 585 512
internal_count=3121 590 2531 306 422 284 194 2109 225 194 197 1868 609 173 1259 111 61 136 114 83 175 102 73 241 112 151 133 111 585 512
is_linear=0
shrinkage=0.00184769


Tree=2890
num_leaves=31
num_cat=0
split_feature=1 3 155 48 47 50 48 0 14 157 2 16 12 39 12 15 3 43 481 2 3 4 151 1209 159 400 1452 1456 160 483
split_gain=2.40629 0.580392 0.394517 0.370556 0.435741 0.485259 0.355554 0.278021 0.298178 0.273693 0.270693 0.301936 0.269881 0.26569 0.262537 0.2625 0.493425 0.348616 0.326963 0.287314 0.309598 0.381115 0.801644 0.322631 0.250957 0.40899 0.329793 0.260482 0.248393 0.234766
threshold=0.10337500000000001 0.31370500000000007 0.11245500000000001 -0.086869999999999989 0.078345000000000012 0.10616500000000001 0.11553500000000001 -0.23091999999999999 -0.47071999999999997 -0.06457499999999998 0.13501500000000002 0.13751500000000003 -0.42850999999999995 0.086380000000000012 0.11527000000000001 0.040760000000000005 -0.15447499999999995 -0.51144999999999985 -0.050084999999999991 -0.13033999999999998 0.092670000000000016 -0.059649999999999988 -1.0000000180025095e-35 0.091045000000000001 0.082585000000000006 -0.070649999999999991 0.088145000000000015 0.08814000000000001 -0.089744999999999978 0.11494000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 7 13 -5 -9 -10 15 -12 -3 -6 -11 17 -17 -1 28 -20 23 -22 -23 24 25 -21 27 -27 -19 -18
right_child=1 12 -4 4 6 -7 -8 8 9 14 11 -13 -14 -15 -16 16 29 18 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00035025508252918894 0.004064268013042876 0.0016282873364963683 0.0033635742174928616 0.0030041546776898892 0.0025884416422183739 0.0035593456407048661 0.0011848181420260448 0.0030749691136914116 -0.00086403835220313484 0.00070144451712976323 7.8397311907090449e-05 0.0031684956675000764 -0.00046053608893773071 0.0050280584285446583 0.0026804667758159977 0.0052242964610511753 0.0030832095261499838 0.0049018817991117675 0.00034619113041882676 0.00033399415240254729 0.002785516661849629 0.0029921485524651418 -0.0024146947892918573 0.00034936015586834894 0.0034326389152011028 0.0027302636872666335 0.0045344487575300265 0.00063956844763926244 0.0031047175493596397 0.0012232713130963762
leaf_weight=23 23 35 56 24 81 30 57 21 37 237 27 21 68 21 28 40 1017 41 20 27 46 20 21 20 204 694 37 23 96 26
leaf_count=23 23 35 56 24 81 30 57 21 37 237 27 21 68 21 28 40 1017 41 20 27 46 20 21 20 204 694 37 23 96 26
internal_value=0 0.00159203 0.00181692 0.00166198 0.0015589 0.00120101 0.00240747 0.000997118 0.000847989 0.000693132 0.0028672 0.00143032 0.000249258 0.00309072 0.000910549 0.00289649 0.00311764 0.0027082 0.00275162 0.00264186 0.0026839 0.00157779 0.00022279 0.00277965 0.002829 0.00267133 0.00275502 0.0026632 0.00364256 0.00303684
internal_weight=0 718 615 559 536 377 159 347 323 302 2403 48 103 102 265 2355 1083 1272 1249 1112 1092 87 41 1005 985 781 754 717 137 1043
internal_count=3121 718 615 559 536 377 159 347 323 302 2403 48 103 102 265 2355 1083 1272 1249 1112 1092 87 41 1005 985 781 754 717 137 1043
is_linear=0
shrinkage=0.0193279


Tree=2891
num_leaves=31
num_cat=0
split_feature=1 1 12 156 47 1 402 12 160 0 131 2 13 4 2 0 13 43 40 0 1444 52 16 475 475 3 4 475 0 1209
split_gain=1.97015 0.541642 0.468437 0.324651 0.293876 0.31161 0.298905 0.284472 0.252888 0.341911 0.323075 0.392242 0.39875 0.262932 0.251359 0.625156 0.284372 0.318357 0.240828 0.225895 0.235825 0.299132 0.287825 0.269418 0.620448 0.261872 0.228214 0.267828 0.307883 0.273074
threshold=0.11910500000000002 0.089770000000000016 0.087215000000000015 0.11467500000000001 0.085505000000000012 0.14262000000000002 0.091530000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.030935000000000004 0.092320000000000013 0.13754500000000003 -1.0000000180025095e-35 0.51388000000000011 0.10644500000000001 0.034820000000000011 -0.14819499999999997 0.035560000000000008 -0.086109999999999978 -0.23194499999999998 -0.083894999999999983 -0.5425549999999999 0.27776000000000006 -0.088274999999999978 -0.10344499999999998 0.092670000000000016 -0.085594999999999991 -0.085734999999999992 -0.068604999999999985 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 7 6 -6 8 18 13 10 11 12 -10 -2 16 -16 17 -1 -3 -18 -21 -22 23 24 -23 26 -25 -28 29 -29
right_child=4 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 19 -19 -20 20 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.003149055416533091 0.0036946738013335667 -0.00049150978973778298 0.0028273428458971722 0.0040795702351218172 0.0026719771939899516 -0.0002530913051596083 -0.0017117051358152748 -0.00073724000229774544 0.00022344575879302598 -0.0022172384919429016 0.0033866183477656658 -0.0010034699876789697 0.0036803500608212523 0.00079835984703552788 0.0027459715009316979 -0.00065217724832184549 0.0051791125429417398 0.0063148876203170459 0.0019161132578139918 0.00090906020875321323 0.0049224775111530745 0.0036065199634588009 0.00067582532163102651 0.0036671585466500835 -0.0014928537504211685 0.00091518303199609324 0.0048886818333568295 0.0029002486671286048 0.00085642643239542576 0.0042862259617925669
leaf_weight=34 27 21 423 27 80 22 23 23 43 20 20 53 25 33 222 29 23 27 314 25 39 26 25 289 20 26 34 1043 33 72
leaf_count=34 27 21 423 27 80 22 23 23 43 20 20 53 25 33 222 29 23 27 314 25 39 26 25 289 20 26 34 1043 33 72
internal_value=0 0.00280182 0.00232735 0.001778 0.00105995 0.00204108 0.000649809 0.00160442 0.000895578 0.000446091 0.000823868 0.000400273 0.00149437 0.0021017 0.00299672 0.00235336 0.00309082 0.00455033 0.00176519 0.00303703 0.00300684 0.00303947 0.00299264 0.00303018 0.0013894 0.00308059 0.00311887 0.00298481 0.00292842 0.00298975
internal_weight=0 2775 808 385 346 102 244 358 221 161 141 121 68 60 1967 251 1716 61 335 1655 1632 1607 1568 1543 46 1497 1471 1182 1148 1115
internal_count=3121 2775 808 385 346 102 244 358 221 161 141 121 68 60 1967 251 1716 61 335 1655 1632 1607 1568 1543 46 1497 1471 1182 1148 1115
is_linear=0
shrinkage=0.0217664


Tree=2892
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 2 3 4 42 14 159 2 2 4 3 3 43 10 159 0 1 2 52 13 403 3 14 12 4 483
split_gain=58.0994 9.85134 5.84982 4.93851 3.48241 3.41291 2.94781 2.33855 1.98414 1.93325 1.86585 1.62036 1.21852 1.39202 1.02369 1.11304 1.02002 0.757551 0.699023 0.952218 0.695578 0.676575 0.634843 0.597872 0.554446 0.59836 0.54844 0.548395 0.546888 0.525156
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.076779999999999987 0.092235000000000025 0.14122000000000004 -0.022174999999999997 0.40124500000000002 -0.0060199999999999993 0.062655000000000016 -1.0000000180025095e-35 0.089775000000000008 0.17025000000000004 0.42051500000000003 0.30112000000000005 0.0068900000000000012 -0.080324999999999994 -0.38124499999999995 0.082585000000000006 -0.097024999999999986 0.091195000000000012 0.09142500000000002 -0.56176499999999996 -0.0021749999999999994 0.085340000000000013 -0.116045 0.096015000000000017 0.096645000000000009 -0.00059999999999999995 -0.059844999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 6 7 28 9 -1 11 -4 20 13 14 15 -12 -10 -14 19 21 -5 -13 -21 27 25 -25 -11 -24 -3 -20
right_child=1 2 10 5 -6 -7 -8 -9 16 26 12 18 17 -15 -16 -17 -18 -19 29 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013082597094825723 0.0013977472687275994 0.0015463352352362817 0.00096387738010337827 0.0014556095107965642 0.00071617602345096698 0.00087434852630831263 0.00072175712614452924 0.00085060568170470976 0.00095780244186548518 0.0017640887804442648 0.00060849718343256292 0.00088234681516015758 0.000377692793511527 0.00038950285783968867 0.00043365853769057914 0.0011401182172054243 0.00047824098454004866 -6.6608412683811599e-05 0.0012440669117602925 0.0015543513502246661 0.0013440645214216271 0.0012329109769799672 0.0014145447290871561 0.00096220121206699513 0.0014977795786009526 0.0012547480244784015 0.0014415800884291356 0.0012727043923284741 0.0012145675373815598 0.0015317483190252482
leaf_weight=40 74 23 26 1104 203 41 43 25 43 62 28 22 34 112 30 24 22 20 27 44 220 101 269 28 24 127 24 134 56 91
leaf_count=40 74 23 26 1104 203 41 43 25 43 62 28 22 34 112 30 24 22 20 27 44 220 101 269 28 24 127 24 134 56 91
internal_value=0 0.000774204 0.000697172 0.00137517 0.000861541 0.00139239 0.00110342 0.00140162 0.00099083 0.00140767 0.000502208 0.00139721 0.000453807 0.000520798 0.000700128 0.000853861 0.000795489 0.000213137 0.00133633 0.00131592 0.00143707 0.00117021 0.00134455 0.00132869 0.00124157 0.0012019 0.00167409 0.00136738 0.00131116 0.00146592
internal_weight=0 673 599 2448 325 2343 122 2302 105 2277 274 2191 248 194 82 52 65 54 867 749 1324 123 626 582 179 155 86 403 79 118
internal_count=3121 673 599 2448 325 2343 122 2302 105 2277 274 2191 248 194 82 52 65 54 867 749 1324 123 626 582 179 155 86 403 79 118
is_linear=0
shrinkage=0.00181146


Tree=2893
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 2 2 15 11 1 2 1 4 3 1 12 2 2 4 16 1 132 1 2 1 2 11 15 16 3
split_gain=111.949 19.179 9.32689 7.86326 5.61409 5.43846 4.87349 3.63951 3.35801 3.21895 3.19164 2.16531 2.69541 2.10996 2.04153 1.65163 1.65002 2.45267 1.92403 1.4078 1.39865 1.27355 1.86024 1.22641 1.16365 1.09308 1.08005 1.06391 0.956211 0.917931
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.40124500000000002 0.14753000000000002 0.13754500000000003 -0.17952999999999997 1.0000000180025095e-35 0.09253500000000002 0.089775000000000008 0.088975000000000012 -0.081114999999999979 0.31299000000000005 0.12765500000000005 0.09320500000000001 -1.0000000180025095e-35 0.10497000000000002 -0.04890499999999999 -0.06421499999999998 0.122715 0.088890000000000011 0.15799000000000005 0.094835000000000017 0.086920000000000011 0.11411 0.080150000000000013 -0.053579999999999996 0.27252000000000004 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 20 6 7 8 14 10 23 24 28 -13 16 -3 26 -9 -18 -19 -20 -2 22 -7 -1 -4 -5 -10 -25 29 -12
right_child=1 5 4 25 -6 21 -8 13 15 -11 11 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.001886477475594829 0.0016914316420279232 0.00081610713753387854 0.0018754373196759818 0.0011714307565639025 0.00091094737706151944 0.00035336146985843206 0.001126220946172217 0.00065619620731768001 0.0024599906249430713 0.0010103578136202627 0.0014919680796786183 0.0017756925529019616 0.0010089071521376196 0.00053087168208664306 0.0003560736397616358 0.0018197859354586851 0.0015110776124918326 0.001447759190194683 0.0010686582350220291 0.00058431594318025478 0.0012373674008046614 0.00067488489738295066 -0.00030467277317100191 0.0016166727817746329 0.0017553742310269422 0.00073154683890706775 0.002051526079004282 0.0010744259319633805 0.0015676867239839093 0.0017691472763738053
leaf_weight=26 115 57 917 30 25 55 37 34 39 69 44 29 34 36 78 54 38 22 42 40 29 23 20 30 394 54 51 21 119 559
leaf_count=26 115 57 917 30 25 55 37 34 39 69 44 29 34 36 78 54 38 22 42 40 29 23 20 30 394 54 51 21 119 559
internal_value=0 0.000902155 0.00175304 0.00133792 0.00178177 0.000678889 0.00179133 0.00078744 0.00180231 0.00130018 0.00178356 0.00169039 0.00136187 0.000938443 0.00055031 0.00207525 0.00102181 0.00110935 0.000962567 0.000832394 0.00159999 0.000294528 0.000177886 0.00155989 0.00183935 0.000888648 0.00222853 0.00139339 0.00171905 0.00174892
internal_weight=0 673 2448 228 2302 445 2277 347 2240 146 2096 785 63 212 135 144 176 142 104 82 144 98 75 77 1311 84 90 51 722 603
internal_count=3121 673 2448 228 2302 445 2277 347 2240 146 2096 785 63 212 135 144 176 142 104 82 144 98 75 77 1311 84 90 51 722 603
is_linear=0
shrinkage=0.00184769


Tree=2894
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 45 14 2 1 2 2 12 52 1 1 4 1 2 4 47 4 16 11 10 48 0 1 160
split_gain=71.4893 11.7731 7.33866 6.19792 3.89725 3.73391 3.18714 2.34255 2.26506 2.01905 1.69142 1.67374 1.59509 1.19905 1.14248 0.948297 0.908489 0.870501 0.86104 1.50451 0.714456 0.71136 0.704991 1.03542 0.68838 0.684423 0.661724 0.755102 0.779673 0.657983
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.10783500000000001 0.062655000000000016 0.10672500000000001 0.09253500000000002 0.089775000000000008 0.17025000000000004 0.11586 -0.56176499999999996 0.091195000000000012 0.11588000000000001 0.40945500000000007 0.089770000000000016 0.097845000000000015 -0.036839999999999991 0.090100000000000013 0.038415000000000012 -0.10850999999999998 1.0000000180025095e-35 -0.38124499999999995 0.090720000000000009 -0.079119999999999982 0.077565000000000009 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 21 6 8 12 11 16 -5 15 13 17 -13 -1 -6 -4 22 -20 -2 -3 26 -24 -10 -14 27 -16 -29 -19
right_child=1 2 7 10 9 -7 -8 -9 24 -11 -12 14 25 -15 18 -17 -18 29 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016671431736821308 0.0017187885076050725 0.00083651069890325574 0.00077492236449986946 0.0014573265014354519 0.0016510674231037348 0.0010989134595987709 0.00095270974667947166 0.0011926038205457145 0.0016538909993113005 0.0009093051122852319 0.00095598732271860026 0.0018242699147292128 0.00044449386034928732 0.0010570361940858222 0.0017058285986484422 0.0015369212162310373 0.0012450323882412435 0.00076704827360842638 0.00095572432509114067 0.0015252470865262185 0.0013385623589592074 0.0011284539531137101 0.0015716421098527329 0.0013091117465944488 0.002011663679462981 1.7321577920885202e-05 0.0014283012614538281 0.0015293894874283478 0.0018990147451482843 0.00043815137895554946
leaf_weight=1106 50 190 57 34 40 48 24 21 25 30 63 45 32 20 160 220 33 25 23 45 24 32 109 90 60 20 82 294 20 99
leaf_count=1106 50 190 57 34 40 48 24 21 25 30 63 45 32 20 160 220 33 25 23 45 24 32 109 90 60 20 82 294 20 99
internal_value=0 0.000913818 0.000829607 0.00158045 0.00101371 0.00159896 0.00160938 0.000611239 0.0016163 0.00130493 0.00113171 0.00160506 0.000562983 0.000636142 0.00154322 0.00164554 0.00146752 0.000589634 0.00152785 0.00133261 0.00159547 0.000878593 0.00154543 0.00145291 0.00190644 0.000280197 0.00157855 0.00160454 0.00155293 0.000504461
internal_weight=0 673 599 2448 325 2351 2303 274 2279 103 97 2194 253 201 868 1326 73 181 823 68 74 222 755 199 85 52 556 474 314 124
internal_count=3121 673 599 2448 325 2351 2303 274 2279 103 97 2194 253 201 868 1326 73 181 823 68 74 222 755 199 85 52 556 474 314 124
is_linear=0
shrinkage=0.00181146


Tree=2895
num_leaves=31
num_cat=0
split_feature=1 4 148 3 12 4 43 3 13 3 4 0 2 48 12 49 45 124 2 39 12 13 14 0 4 0 4 0 133 15
split_gain=2.72509 0.667909 0.376287 0.32351 0.449749 0.309751 0.306109 0.380208 0.365753 0.344135 0.304569 0.395866 0.344252 0.386025 0.352052 0.279289 0.270559 0.296735 0.268638 0.247613 0.305915 0.247443 0.212583 0.293427 0.891865 0.486451 0.278502 0.329684 0.304992 0.275288
threshold=0.10337500000000001 0.27287000000000006 -0.066239999999999979 -0.13309499999999996 0.10124000000000001 0.40124500000000002 -0.05647499999999999 0.63141500000000017 -0.012119999999999997 -0.0096849999999999974 -0.39518999999999993 -0.019414999999999998 1.0000000180025095e-35 0.10990500000000002 -0.086254999999999984 -0.049784999999999989 0.081955000000000014 -0.076779999999999987 0.14122000000000004 0.11305000000000003 -0.064509999999999984 -0.011914999999999999 0.062655000000000016 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.022185000000000003 -0.097734999999999989 0.11524500000000001 0.094035000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 6 16 8 19 9 -5 -4 12 -12 14 -14 -16 17 -1 22 20 -8 -15 23 24 25 -19 27 -25 -28 -24
right_child=1 3 10 4 -6 -7 7 -9 -10 -11 11 -13 13 21 15 -17 -18 18 -20 -21 -22 -23 29 26 -26 -27 28 -29 -30 -31
leaf_value=0.0020407029429980752 -0.00012768462765417305 0.0022853058557942081 0.0037451395791195017 0.0025522614002046022 -0.002154190738305166 0.00080513355712883024 0.004614634476677512 -0.0010141018230918834 -0.0023457940572187246 -0.00045009283419362837 0.0031117712385370739 -0.00011472656612058549 0.003049616773706063 0.0017365417967412609 0.0011994088311631291 -0.0014733698662413573 0.0052422631502974607 0.0019135006374129272 0.001611479557732446 -1.3041443872686949e-05 0.0018409026916389594 0.004624114135662832 0.0051520066058830163 0.0051837036837898498 0.0036367278809793678 -0.001873016178174101 0.0028874655509725103 0.0033145675880474372 0.00064827721957980275 0.0028038323753363887
leaf_weight=89 24 70 63 26 20 22 20 20 20 38 147 27 24 24 43 25 26 34 41 21 82 24 52 39 85 23 162 1768 29 33
leaf_count=89 24 70 63 26 20 22 20 20 20 38 147 27 24 24 43 25 26 34 41 21 82 24 52 39 85 23 162 1768 29 33
internal_value=0 0.00176841 0.00231371 0.00107861 0.000736625 0.00318024 0.000991322 0.00155728 2.78499e-05 0.000769614 0.00246913 0.00221312 0.00243212 0.00171848 0.000955773 0.00021677 0.00320219 0.00317967 0.0032244 0.00197539 0.00238477 0.00318033 0.00325412 0.00321495 0.0023317 0.000385608 0.00327772 0.00335491 0.00254748 0.00424036
internal_weight=0 718 401 317 247 2403 227 143 84 64 377 314 287 140 92 68 2381 2355 2266 123 102 48 2225 2140 142 57 1998 1807 191 85
internal_count=3121 718 401 317 247 2403 227 143 84 64 377 314 287 140 92 68 2381 2355 2266 123 102 48 2225 2140 142 57 1998 1807 191 85
is_linear=0
shrinkage=0.0201088


Tree=2896
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 14 2 47 42 1 3 0 16 2 49 159 47 4 16 49 39 2 16 457 15 51 1 34 1
split_gain=94.1091 15.7703 7.9355 7.86834 4.91561 4.81849 3.35301 2.72968 2.60688 2.05822 1.89405 3.28074 1.92282 1.5339 1.50431 1.25975 1.25366 1.05284 1.10212 1.21793 1.06806 0.925862 1.32578 0.915091 0.90116 0.991759 0.855899 0.853705 0.830158 0.814584
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.095545000000000005 0.062655000000000016 0.14122000000000004 0.13082500000000002 -0.0060199999999999993 0.085760000000000017 -0.116045 -0.23001499999999997 -0.52595999999999987 0.16394500000000004 -0.054984999999999992 0.08154500000000002 0.079365000000000005 -0.013125 -0.45661999999999997 -0.008624999999999999 0.084780000000000008 -0.0091949999999999983 -0.07550999999999998 0.083570000000000019 -0.074054999999999996 -1.0000000180025095e-35 0.13265500000000002 -0.038779999999999995 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 16 6 10 13 14 -5 -1 -12 -13 -7 27 -2 24 18 23 -20 -21 -11 -23 -15 25 -3 -25 -6 -29 -4
right_child=1 4 29 9 8 7 -8 -9 -10 21 11 12 -14 17 -16 -17 -18 -19 19 20 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0016926762030728731 0.0010939297159668138 0.00092608695137421726 0.00089477624662992526 0.0015834949865854342 0.00064512398529248882 0.0010357041465733127 0.0020593577427634176 0.0010318897771343239 0.00094279991917892408 0.00065075298134786895 0.00083925649288938851 0.0011203665663107919 0.0016189673443664221 0.001913650645798086 0.00015997330768801181 0.0015564127720527892 0.0006164328025659514 0.0018482253747135755 0.001741665798543489 0.0009794254280763887 0.0014121705306705385 0.00072136894471584994 0.0013159030290173814 0.0016856710211752492 0.00072766556706783296 0.0013210325880752406 0.0014717271045824327 0.00011647927317180097 0.00048586714459962726 0.00049990496447275103
leaf_weight=1208 23 54 60 22 80 21 70 41 37 23 20 27 423 26 54 121 41 33 33 21 172 20 32 102 33 34 154 26 86 24
leaf_count=1208 23 54 60 22 80 21 70 41 37 23 20 27 423 26 54 121 41 33 33 21 172 20 32 102 33 34 154 26 86 24
internal_value=0 0.000837038 0.00122443 0.00160189 0.000638552 0.00162275 0.00167092 0.00148312 0.000494506 0.00109629 0.00165471 0.00155715 0.00158905 0.00151604 0.000427079 0.00148254 0.000890188 0.00153469 0.00151432 0.00142007 0.00136508 0.000953381 0.00108724 0.00158986 0.000982948 0.00107868 0.00155697 0.000502203 0.000400116 0.000781956
internal_weight=0 673 228 2448 445 2351 1748 603 283 97 1678 470 450 562 246 144 162 541 508 226 193 75 52 282 121 88 256 192 112 84
internal_count=3121 673 228 2448 445 2351 1748 603 283 97 1678 470 450 562 246 144 162 541 508 226 193 75 52 282 121 88 256 192 112 84
is_linear=0
shrinkage=0.00181146


Tree=2897
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 2 1 2 1 0 49 4 1 16 47 1 15 47 15 0 13 52 52 1 4 2 1429
split_gain=101.099 16.6889 8.44363 7.45635 5.91175 4.48975 3.20763 2.84748 2.75868 2.42193 1.66264 1.6299 2.87231 1.53406 1.44883 1.84514 1.44846 1.39324 1.26131 1.1551 1.16009 1.14423 1.06926 0.963483 0.894146 0.852039 0.782435 0.739801 0.709521 1.37311
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.095545000000000005 0.062655000000000016 0.085505000000000012 0.14122000000000004 0.09253500000000002 0.14960000000000004 0.085760000000000017 -0.095504999999999993 -0.054984999999999992 -0.013125 0.093100000000000002 -0.042349999999999992 0.078875000000000015 0.075045000000000014 0.024640000000000006 0.10648500000000001 1.0000000180025095e-35 -0.019414999999999998 0.049530000000000012 -0.067494999999999986 0.12418000000000001 0.11910500000000002 0.42642000000000008 0.08647500000000001 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 19 6 11 10 14 -4 21 28 17 -2 18 -16 -9 24 22 20 27 25 -7 -14 -13 -6 -5 -3 29 -1
right_child=1 4 9 26 7 8 -8 16 -10 -11 -12 12 23 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017089297548654018 0.0010191177474540771 0.00070605897201892007 0.0014250843091536934 0.00092664139764760958 0.00033991200546294498 0.0015506348425500776 0.0019807322380785359 0.00059830408834976308 0.0010234392505856899 0.00085653632598567462 0.00015332271455579906 0.0012769522152116283 0.0016097058326998506 0.0014896941824169381 0.0014409788116342978 0.000984289600724672 0.0011101500725631216 0.0015174448911019641 0.0017333697166382093 0.0012525444329012326 0.0012081908048718498 0.00081918819989961519 0.001232294583227131 0.0013331307074703383 0.00080596161871821143 0.00070570235649036837 0.0005963169130705178 0.0010376663904397359 0.0016061435782901885 0.0012629567695746277
leaf_weight=478 24 107 34 48 96 161 70 49 41 61 67 23 350 127 232 29 24 28 90 21 20 24 38 41 24 23 37 24 709 21
leaf_count=478 24 107 34 48 96 161 70 49 41 61 67 23 350 127 232 29 24 28 90 21 20 24 38 41 24 23 37 24 709 21
internal_value=0 0.000818912 0.00155887 0.00118726 0.000627859 0.00157916 0.00162274 0.000476171 0.00145058 0.00106002 0.000375218 0.00160777 0.00152201 0.0014149 0.00148243 0.00139024 0.000766582 0.00121602 0.00156568 0.000877439 0.000825272 0.000479183 0.00148985 0.0015807 0.00103645 0.000410611 0.000782853 0.000766811 0.00164085 0.00169016
internal_weight=0 691 2430 236 455 2335 1744 283 591 95 210 1674 466 151 550 261 73 75 289 172 151 143 199 391 47 119 85 131 1208 499
internal_count=3121 691 2430 236 455 2335 1744 283 591 95 210 1674 466 151 550 261 73 75 289 172 151 143 199 391 47 119 85 131 1208 499
is_linear=0
shrinkage=0.00170698


Tree=2898
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 3 1 160 16 1 0 49 4 1 4 15 4 0 16 49 43 47 2 12
split_gain=95.0261 14.7875 9.12991 8.48324 5.46046 4.27968 2.84073 2.69876 2.47511 2.32255 2.32246 1.77458 3.82824 2.45564 1.58771 1.48083 1.19493 2.13669 1.29102 1.14436 1.04512 1.03703 1.18794 1.35225 1.25574 1.23986 0.998198 0.970253 0.844612 1.59897
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.076975000000000002 0.10672500000000001 0.09253500000000002 0.13501500000000002 -0.12018999999999998 0.083345000000000016 -0.077849999999999989 -0.52595999999999987 0.16540500000000002 -0.11173999999999999 0.082865000000000008 0.0033150000000000007 0.11588000000000001 0.0061450000000000003 -0.15914499999999995 -0.013125 0.14486500000000005 -0.45661999999999997 -0.008624999999999999 0.0034250000000000005 0.090100000000000013 0.13754500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 7 15 11 19 -5 14 12 13 -1 -7 28 17 18 -13 -6 -18 -16 23 26 -24 -26 -23 -3 29 -4
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 16 -14 -15 21 -17 20 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013032875316319947 0.0018416663523460003 0.00091075119098189773 0.0005781123755209778 0.0016753408392026418 0.0019080904396576682 0.0012274977048641331 0.0011534493759940132 0.0022770509040346719 0.0010335983597023831 0.0010519101363235302 0.0013052221733991279 0.0013100461334022871 0.00089962804332860847 0.0021282657350727525 0.0021850658197260305 0.00010588081289067271 0.0019245683537462007 0.002164366230250949 0.0018348885662892733 0.0014244922044238776 0.0017202060149463351 0.0019445531629992336 0.0020079672199082074 0.0014497223837738366 0.0011442321143295944 0.0016394989231880398 0.0016738873509552039 0.0012725747175377201 0.00049553829026950365 0.0010449923556409978
leaf_weight=20 71 190 80 34 40 21 37 67 30 63 48 43 21 40 21 22 1403 26 29 33 99 194 30 31 21 169 68 32 97 41
leaf_count=20 71 190 80 34 40 21 37 67 30 63 48 43 21 40 21 22 1403 26 29 33 99 194 30 31 21 169 68 32 97 41
internal_value=0 0.00101193 0.000914074 0.00182755 0.00113263 0.00185053 0.000657646 0.00189871 0.00149844 0.00127043 0.00171089 0.00188363 0.00160603 0.00185327 0.00174597 0.000581209 0.00189768 0.00169201 0.00152144 0.00168948 0.0019111 0.00176636 0.00174922 0.00182938 0.00164247 0.00158476 0.0018743 0.000962906 0.000629178 0.000736311
internal_weight=0 673 602 2448 325 2351 277 1748 103 97 603 1681 81 60 555 240 1600 98 72 73 1502 534 513 293 220 190 262 222 218 121
internal_count=3121 673 602 2448 325 2351 277 1748 103 97 603 1681 81 60 555 240 1600 98 72 73 1502 534 513 293 220 190 262 222 218 121
is_linear=0
shrinkage=0.00192234


Tree=2899
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 4 2 14 47 48 13 52 12 2 15 133 150 1 1456 42 3 484 16 50 12 1212 1212 1213 483
split_gain=3.64311 0.836763 0.424762 0.571533 0.380213 0.355403 0.346618 0.329541 0.337313 0.281155 0.276306 0.264196 0.458734 0.559198 0.251004 0.38642 0.285731 0.245968 0.333825 0.24581 0.403576 0.377324 0.335445 0.345619 0.278241 0.33158 0.287057 0.382529 0.307648 0.257447
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.41257000000000005 0.40124500000000002 0.095545000000000005 0.076975000000000002 0.081320000000000017 0.10168500000000001 0.038215000000000006 -0.11592499999999999 0.09334000000000002 0.13712500000000002 0.013270000000000002 0.089200000000000015 0.11648500000000002 0.10638500000000002 0.056265000000000009 0.08426500000000002 -0.15121499999999996 -0.081614999999999979 -0.011989999999999999 0.10917 0.087445000000000009 -0.040879999999999993 -0.087764999999999996 -0.092319999999999985 -0.041389999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 14 -4 -2 7 8 19 10 11 -9 -13 -14 15 16 17 18 -3 21 -21 -1 23 -22 26 -26 27 28 -23 -28
right_child=1 2 4 -5 -6 -7 -8 9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 22 24 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0010833225605988298 0.0033104654378789912 -6.6323565931988469e-05 -0.001964850508959913 0.0049481961298301711 0.00096912853812604826 0.0016323082413708316 0.0011000820698369878 0.0033718958925947639 0.0049756021495874379 0.0047812696882982321 0.0013259911827217942 0.0038775323517993123 -0.00063938077593623155 0.0028331437505696986 0.00056200513598453654 0.0037801206941327314 4.0526822069854204e-05 0.00017038159614609139 0.0024210670196873215 0.0055413214096855347 0.0042671671807222389 0.0050453497436662329 0.0050918240922624373 0.001440031139473893 0.0005401602329476549 0.003165867779511005 0.0046408621346764982 0.0068404187542965324 0.0029909079078829443 0.003494581118058053
leaf_weight=23 179 23 21 20 77 64 22 422 71 37 33 44 30 41 71 34 38 28 163 63 30 56 35 35 22 98 78 22 53 1188
leaf_count=23 179 23 21 20 77 64 22 422 71 37 33 44 30 41 71 34 38 28 163 63 30 56 35 35 22 98 78 22 53 1188
internal_value=0 0.00194598 0.00147404 0.00176873 0.000340419 0.00286848 0.003515 0.00353731 0.00367032 0.00314859 0.00304261 0.0031481 0.00232686 0.00136588 0.0015906 0.00184596 0.001585 0.00185925 0.00211349 0.0036159 0.00432965 0.00354036 0.0035663 0.00274486 0.00357761 0.00268449 0.00365433 0.00451563 0.0040464 0.00356521
internal_weight=0 718 475 377 98 243 2403 2381 1774 607 570 537 115 71 357 286 252 214 186 1703 163 1540 100 65 1517 120 1397 131 109 1266
internal_count=3121 718 475 377 98 243 2403 2381 1774 607 570 537 115 71 357 286 252 214 186 1703 163 1540 100 65 1517 120 1397 131 109 1266
is_linear=0
shrinkage=0.0193279


Tree=2900
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 2 1 4 1 47 14 52 49 2 42 457 13 150 3 147 14 1 1 42 159 2 2 4
split_gain=87.0043 14.7628 7.72691 6.60866 5.44406 4.77645 3.36507 2.69582 2.57432 2.20352 1.84663 1.82238 1.67233 1.39128 1.29348 1.12775 1.10272 1.39674 1.02537 0.915344 0.882748 0.859019 0.819455 0.988435 0.815194 1.02246 0.918516 0.811772 1.47633 0.96788
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13657000000000002 0.13501500000000002 0.27834500000000006 0.089775000000000008 0.077845000000000011 -0.35136499999999998 0.11690500000000002 0.13082500000000002 0.062655000000000016 -0.56176499999999996 -0.054984999999999992 0.25063000000000007 0.079510000000000011 0.048635000000000005 -0.053889999999999993 0.082565000000000013 -0.13309499999999996 1.0000000180025095e-35 -0.41076499999999994 0.12165500000000001 0.077565000000000009 -1.0000000180025095e-35 0.085850000000000024 -1.0000000180025095e-35 0.10559 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 9 6 7 12 -4 -3 27 15 -1 -9 -2 -6 17 18 -15 22 -18 -12 -5 -24 25 -20 -26 -11 -29 -30
right_child=1 4 8 19 11 -7 -8 13 -10 10 21 -13 -14 16 -16 -17 20 -19 24 -21 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=0.001782671720534228 0.0011876112931644553 0.0014308526107573852 0.0016615198565903707 0.0011124024297414366 0.00051359418359569965 0.0011617474593859712 0.0010340975248785058 0.0019856922510617719 0.0010074775233063034 0.00066847558817555402 0.00078751684379049878 0.00099984147928593951 0.0020943779928365882 0.0013392916979682323 0.0016461650968432765 0.00010273670874875463 0.0020104639068134157 0.0012439499879697685 0.0016363877493213745 0.0012807109191113998 0.0016930739165413125 0.00040513979248615179 0.00095200053756814402 0.00039558222235957385 0.0016904907381286346 0.0012285053922658021 0.0021381429331246361 0.0014890857526054051 0.00089607990820507531 0.0013185888478052536
leaf_weight=1322 24 26 28 23 101 48 22 43 67 20 98 21 59 39 127 28 31 36 242 20 397 24 22 20 53 22 21 22 93 22
leaf_count=1322 24 26 28 23 101 48 22 43 67 20 98 21 59 39 127 28 31 36 242 20 397 24 22 20 53 22 21 22 93 22
internal_value=0 0.00097821 0.00170667 0.00134585 0.000787521 0.00172727 0.00173914 0.00174599 0.00120025 0.000926479 0.000879476 0.000504975 0.00179599 0.00166788 0.00157328 0.000424416 0.00165163 0.00158485 0.00161741 0.000941825 0.00171606 0.000712295 0.000837552 0.000687039 0.0016495 0.0016024 0.00181753 0.00100939 0.00105916 0.000976908
internal_weight=0 691 2430 236 455 2335 2287 2265 95 305 279 150 1381 884 151 129 841 413 377 85 428 122 65 42 338 264 74 157 137 115
internal_count=3121 691 2430 236 455 2335 2287 2265 95 305 279 150 1381 884 151 129 841 413 377 85 428 122 65 42 338 264 74 157 137 115
is_linear=0
shrinkage=0.00181146


Tree=2901
num_leaves=31
num_cat=0
split_feature=1 3 3 9 2 0 44 4 0 1 12 0 1 12 16 457 1 12 402 402 16 43 2 399 0 402 43 398 42 1213
split_gain=3.44189 0.631047 0.511166 0.475684 0.39928 0.387505 0.367796 0.376158 0.355664 0.335477 0.325385 0.555752 0.315879 0.312835 0.310455 0.300055 1.00347 0.356573 0.360362 0.421541 0.532831 0.359655 0.344269 0.290483 0.325688 0.310469 0.274353 0.272494 0.271962 0.378345
threshold=0.10920500000000001 -0.049509999999999992 0.11924500000000002 -1.0000000180025095e-35 0.11411 -0.097274999999999986 1.0000000180025095e-35 0.042705000000000007 0.034820000000000011 0.083345000000000016 -0.086254999999999984 -0.077639999999999987 0.094465000000000007 0.097825000000000009 -0.44310499999999992 0.062030000000000009 0.093575000000000019 0.087830000000000005 0.2506000000000001 0.090595000000000023 -0.078844999999999985 -0.11720999999999999 0.085625000000000021 0.088190000000000018 -0.092404999999999973 0.033490000000000006 -0.079329999999999984 0.09993500000000001 0.092860000000000012 0.11395000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4 7 10 13 14 11 12 -5 -3 -9 17 22 21 19 23 -21 -12 -17 24 -19 -26 -11 -25 29 -23
right_child=1 8 5 6 -6 -7 -8 9 -10 26 15 -13 -14 -15 -16 16 -18 18 -20 20 -22 28 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00098970900074135497 0.003375086680380533 0.001573710838972561 -0.00034541949451618865 0.0052083366639737727 0.0015245799257617158 0.0032058701882518898 0.0055652650208078682 0.0042126216958181294 -0.00089861545734570619 0.0034866562200908001 0.0052746404027685092 -0.00041667897600289414 0.0020280011448743623 -0.00059301622366741882 0.0027578926603280271 0.0054853643102721634 -0.0013189661377573929 0.0043413554874347756 0.00098966173316624817 0.0067002115058885899 0.0036027902371392317 0.003807213580208624 0.0028472119545278804 0.0054373691076833501 0.0031741671759831693 0.0012304471274114932 0.0013037955419101732 0.0029104458641180152 0.0058234994890286008 0.0011756613771382728
leaf_weight=30 108 319 24 20 73 22 30 80 27 30 67 21 28 27 174 23 20 87 23 32 59 726 94 44 755 32 76 25 24 21
leaf_count=30 108 319 24 20 73 22 30 80 27 30 67 21 28 27 174 23 20 87 23 32 59 726 94 44 755 32 76 25 24 21
internal_value=0 0.00169232 0.00337214 0.00340898 0.00262875 0.00135302 0.00343812 0.00341219 0.00123791 0.00283492 0.0035111 0.0022058 0.00335314 0.00140463 0.00321608 0.00355542 0.00268191 0.00361857 0.0033825 0.00343573 0.00469199 0.00391634 0.00336582 0.0033145 0.00321919 0.00309513 0.00192159 0.00452182 0.0037983 0.00373323
internal_weight=0 554 2567 2521 181 46 2491 2461 373 360 2101 69 48 346 254 2032 137 1895 1057 1034 91 838 117 943 874 787 106 69 771 747
internal_count=3121 554 2567 2521 181 46 2491 2461 373 360 2101 69 48 346 254 2032 137 1895 1057 1034 91 838 117 943 874 787 106 69 771 747
is_linear=0
shrinkage=0.0193279


Tree=2902
num_leaves=31
num_cat=0
split_feature=1 3 9 124 12 4 157 0 4 42 51 43 484 0 43 2 3 13 12 48 48 15 3 12 4 0 16 1 160 3
split_gain=2.80468 0.443842 0.424233 0.422302 0.386777 0.372972 0.420189 0.335648 0.325149 0.324108 0.306681 0.296444 0.229968 0.39102 0.375537 0.28359 0.227379 0.232041 0.227211 0.267952 0.280038 0.289166 0.251117 0.345399 0.27878 0.58084 0.441594 0.272988 0.271239 0.258178
threshold=0.11146500000000002 0.31534000000000006 -1.0000000180025095e-35 -0.076779999999999987 -0.42850999999999995 -0.010655 -0.06457499999999998 -0.040504999999999992 0.36766000000000004 -0.0060199999999999993 -0.40274499999999996 -0.078844999999999985 -0.070054999999999992 -0.10474999999999998 -0.04890499999999999 0.11362000000000001 -0.010424999999999999 -0.079299999999999995 0.11734000000000001 0.11619500000000001 0.10184000000000001 -0.13578499999999996 0.10732000000000001 -0.086254999999999984 -0.16363499999999997 -0.026509999999999995 0.13751500000000003 0.081670000000000006 -0.010514999999999998 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 9 -3 6 -2 -8 18 -4 -7 -11 -12 14 -14 -16 -15 -18 19 20 21 -5 23 -23 26 -26 -25 -28 -29 -24
right_child=1 4 3 8 -6 10 7 -9 -10 11 12 -13 13 16 15 -17 17 -19 -20 -21 -22 22 29 24 25 -27 27 28 -30 -31
leaf_value=0.00093337331184735505 0.0011191160622682553 0.0020285184002419251 0.0035457588197228807 0.0047632248428437791 -0.00086676710733662662 0.0034900633945854288 0.005419685815946926 0.0020418988240193505 0.0018765633367409575 0.0020785914007561599 -0.00065206824284353251 -0.00097047058589025924 0.00032551766775932813 0.0015533457486057571 0.0053822601750365051 0.0025001320990183456 0.0014130001570886726 -0.0010567079262005544 0.0024027468644647475 0.0055111534194621148 0.0022793531015703897 0.0009121858330652428 0.00017263539013280578 0.0065033833588976761 0.0035074063038925359 1.9488211680678855e-05 0.0021914556134572808 0.0065368164454785785 0.0038153031875972766 0.0034805909562969791
leaf_weight=33 31 34 45 83 55 34 37 21 60 53 24 20 25 104 22 53 30 41 88 30 85 23 21 35 1853 22 35 21 81 22
leaf_count=33 31 34 45 83 55 34 37 21 60 53 24 20 25 104 22 53 30 41 88 30 85 23 21 35 1853 22 35 21 81 22
internal_value=0 0.00160876 0.00333756 0.00336835 0.000239297 0.00189759 0.00312473 0.00419669 0.00342819 0.00212131 0.00156961 0.00124323 0.00135123 0.00152606 0.00259055 0.00334556 0.000917788 -1.31693e-05 0.003467 0.00350753 0.00348117 0.00352769 0.00347916 0.00351269 0.00354191 0.00346648 0.00436414 0.00381762 0.00437561 0.00186508
internal_weight=0 511 2610 2577 89 422 89 58 2459 118 333 73 299 275 100 75 175 71 2399 2311 2281 2196 2113 2070 2047 1875 172 137 102 43
internal_count=3121 511 2610 2577 89 422 89 58 2459 118 333 73 299 275 100 75 175 71 2399 2311 2281 2196 2113 2070 2047 1875 172 137 102 43
is_linear=0
shrinkage=0.0213396


Tree=2903
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 2 4 4 0 1 159 1 12 14 0 3 4 3 15 42 150 160 48 4 16 11 16 52
split_gain=117.791 14.2893 13.5775 10.9714 7.4367 5.00236 4.91163 4.17251 3.75822 2.62939 2.46259 2.32935 2.31046 1.98427 1.90061 1.84259 1.6033 1.55312 1.89531 2.23404 1.50332 1.4107 1.32553 2.18068 1.61608 1.32071 1.79214 1.28094 1.60222 1.13253
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.090285000000000018 0.13075500000000004 0.14285500000000004 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.10124500000000002 0.084250000000000005 0.16540500000000002 0.13597000000000004 0.076175000000000007 -0.11173999999999999 -0.11171999999999999 -0.046564999999999988 0.013900000000000001 -0.095244999999999982 -1.0000000180025095e-35 0.091105000000000005 -0.078564999999999982 0.084670000000000009 -0.062539999999999984 -0.013324999999999998 0.080455000000000013 0.0065250000000000004 -0.52606999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 10 15 -3 12 -6 14 -1 22 21 -8 27 16 20 -12 -19 -20 -4 -5 23 -10 -25 -23 -27 28 -7 -2
right_child=1 6 5 7 8 9 13 -9 11 -11 17 -13 -14 -15 -16 -17 -18 18 19 -21 -22 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0023268553602579173 0.0019802779140406907 0.00096954984269198661 0.0020000995141669338 0.0016628073844007184 0.001894906375120106 0.0018853090529939143 0.00060560582435153479 0.00057045323921140823 0.0010524156692622308 0.0016137759909436865 0.0013275055738107735 0.0010597260707722427 0.00079507757244194491 5.1189848897381358e-05 0.0014219164940205687 0.0022937509157880706 0.0019658576535928111 0.0020388007819332793 0.0018069878901468114 0.0012325088188320772 0.0014121632654598057 0.0014627163026463509 0.0010623268118954299 0.0019180279562620434 0.0013933205084533454 0.0012670764559196794 0.00069589956784401382 0.0020794284604210857 0.0017040966326086128 0.001587922634931168
leaf_weight=22 28 133 21 21 31 515 130 44 21 171 23 85 38 21 29 46 1045 56 70 26 29 32 22 35 31 40 25 67 186 78
leaf_count=22 28 133 21 21 31 515 130 44 21 171 23 85 38 21 29 46 1045 56 70 26 29 32 22 35 31 40 25 67 186 78
internal_value=0 0.00100539 0.00183573 0.00125629 0.00156172 0.00189056 0.000735049 0.0010256 0.00135384 0.00180208 0.00179914 0.00126738 0.00115397 0.000528502 0.00184248 0.00196563 0.00195185 0.0017328 0.00179413 0.0016514 0.0016591 0.00126955 0.00142932 0.00152212 0.00167157 0.00118441 0.00104739 0.00185836 0.00183723 0.00169156
internal_weight=0 590 2531 306 422 2109 284 200 225 968 197 194 156 151 797 1141 1095 175 152 96 50 118 109 87 66 97 65 768 701 106
internal_count=3121 590 2531 306 422 2109 284 200 225 968 197 194 156 151 797 1141 1095 175 152 96 50 118 109 87 66 97 65 768 701 106
is_linear=0
shrinkage=0.00167351


Tree=2904
num_leaves=31
num_cat=0
split_feature=1 52 12 15 4 15 2 2 1 1 131 148 15 2 48 40 0 34 2 41 43 31 39 4 12 43 43 131 475 42
split_gain=2.77506 0.444328 0.423949 0.44169 0.386387 0.708864 0.440179 0.370878 0.368713 0.349064 0.324641 0.277133 0.318299 0.476053 0.495007 0.266654 0.243623 0.242931 0.324898 0.361011 0.35553 0.305365 0.244567 0.271079 0.239954 0.340935 0.488777 0.356009 0.305729 0.419925
threshold=0.11146500000000002 -0.26636999999999994 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.033689999999999991 0.10774000000000002 0.079055000000000014 0.16540500000000002 0.085110000000000005 0.085335000000000008 -0.043434999999999994 -0.077219999999999983 0.11548000000000001 0.13252500000000003 -0.0061149999999999998 -0.067094999999999988 -0.021334999999999996 1.0000000180025095e-35 0.083035000000000012 0.0061450000000000003 -0.081689999999999985 0.096625000000000016 0.36766000000000004 0.086700000000000013 0.08845500000000002 0.016310000000000002 0.10258000000000002 -0.085684999999999997 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 7 -7 11 15 16 -3 17 -14 -15 -6 -11 21 -19 20 22 -13 23 -20 25 26 27 28 29 -4
right_child=1 8 24 -5 5 6 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036818559908346751 0.0033369055105629706 4.1179689895761782e-05 0.0066677094522344217 0.0043406949002258756 0.0029007587215666192 -0.00035995405489169021 -0.0018877810449439347 0.0027349325193840703 -0.0010542218738359378 0.0027204228910209989 -0.00017133878857056404 0.0016532784566281938 0.0037519658834280355 -0.00089824742063173259 0.0031491041477410414 0.0053862456270048764 0.00061934344353379168 0.0030096588487783771 0.00042409661132543179 0.0036236911752516201 -0.0015854599259060216 -0.0015622868843112089 -0.00016161764301206641 0.0024023518310043678 0.0030835246721113412 0.0059538504508212537 0.0011592175010855801 0.0010093379053363939 0.0035176086307254716 0.0034676245608947819
leaf_weight=72 47 48 30 49 51 27 22 34 24 151 21 22 58 24 23 25 25 47 43 21 20 24 38 72 1510 22 34 20 483 34
leaf_count=72 47 48 30 49 51 27 22 34 24 151 21 22 58 24 23 25 25 47 43 21 20 24 38 72 1510 22 34 20 483 34
internal_value=0 0.00151033 0.00309902 0.00256769 0.00236471 0.00209832 0.000502865 0.00136506 0.00132531 0.00258339 0.00214553 0.0014551 0.00162824 0.002557 0.00108237 0.00371835 0.00242197 0.00128844 0.00153903 0.00118274 0.000886444 -2.44078e-05 0.00120957 0.00166266 0.00321784 0.00354337 0.00345513 0.00359281 0.00368727 0.00496766
internal_weight=0 511 2610 477 428 356 83 61 464 273 197 440 392 105 47 76 176 287 241 194 173 46 153 115 2133 623 601 567 547 64
internal_count=3121 511 2610 477 428 356 83 61 464 273 197 440 392 105 47 76 176 287 241 194 173 46 153 115 2133 623 601 567 547 64
is_linear=0
shrinkage=0.0197145


Tree=2905
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 4 2 4 131 15 52 1 2 16 16 484 42 4 160 3 47 0 14 0
split_gain=78.382 14.6632 8.67404 6.34397 5.00391 4.7225 3.18467 2.9646 2.71503 2.10841 2.09771 2.03028 1.53223 1.59246 1.31578 1.43465 1.28507 1.11786 1.72624 1.08038 1.86857 1.99491 1.39923 1.06257 0.941157 0.826548 0.806391 0.97713 0.97217 0.758502
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.089775000000000008 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.082750000000000004 -0.41942499999999994 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.0057500000000000008 0.083160000000000026 0.0038100000000000005 0.086555000000000007 0.015030000000000002 -0.067824999999999983 0.084940000000000015 1.0000000180025095e-35 -0.11991499999999998 -0.23083499999999998 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 9 12 19 -5 -6 13 -4 15 -14 -11 29 -19 25 21 -21 -22 -17 -15 -1 28 -28 -3 -18
right_child=1 2 8 10 11 -7 -8 -9 -10 16 -12 -13 14 24 -16 23 17 18 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017107134912896661 0.0016732695840605224 0.0011101454128689071 0.00095441587967387835 0.0015157244464149805 0.0015150912444697401 0.0010703913806539671 0.001990689489403342 0.00096967540588436694 0.0010489725232789941 0.001873333419739279 0.00095421264277165683 0.0009748022786046955 0.00056452740910327968 0.00084653180814909103 0.00076412133490059259 0.00033293908951225013 0.0015809238934243264 0.00092480323941829192 0.0015476142448053918 0.0015219291078103804 0.0018705459521762076 0.00082683017425610789 0.001418812341344086 -0.00019562940759232841 0.00043015859616367223 0.0014198753837787379 0.0008127397459750229 0.0013531928841586992 0.00076334457921077754 0.0012233729895935732
leaf_weight=1131 76 32 39 34 74 48 84 22 37 43 61 33 29 23 20 24 733 23 40 42 60 20 36 26 79 33 21 23 155 20
leaf_count=1131 76 32 39 34 74 48 84 22 37 43 61 33 29 23 20 24 733 23 40 42 60 20 36 26 79 33 21 23 155 20
internal_value=0 0.000922623 0.00082986 0.00161404 0.00102461 0.00163271 0.00164451 0.00163131 0.00059222 0.00163799 0.00115517 0.00134846 0.000521804 0.000643085 0.00034907 0.000243993 0.00156812 0.00155203 0.00132024 0.00168339 0.00154283 0.0012977 0.00170115 5.80835e-05 0.000524047 0.00170247 0.000874606 0.00109525 0.00082269 0.00157143
internal_weight=0 691 615 2430 338 2335 2287 2203 277 2181 95 107 240 141 99 79 859 816 63 1322 158 62 96 50 102 1164 231 44 187 753
internal_count=3121 691 615 2430 338 2335 2287 2203 277 2181 95 107 240 141 99 79 859 816 63 1322 158 62 96 50 102 1164 231 44 187 753
is_linear=0
shrinkage=0.00181146


Tree=2906
num_leaves=31
num_cat=0
split_feature=1 4 52 0 3 12 1375 49 131 131 16 4 3 12 16 160 10 39 3 2 2 49 484 16 16 0 52 0 147 13
split_gain=2.63615 0.411695 0.409494 0.338967 0.333103 0.344236 0.304331 0.305115 0.282217 0.459691 0.387713 0.365842 0.400324 0.271156 0.265135 0.402499 0.331824 0.375359 0.242821 0.241725 0.25601 0.391308 0.279403 0.46489 0.382374 0.253385 0.251762 0.242465 0.23541 0.217911
threshold=0.11146500000000002 0.27834500000000006 -0.26636999999999994 0.10455500000000001 -0.07359499999999998 1.0000000180025095e-35 -0.092319999999999985 0.14705000000000004 0.096070000000000016 0.10763000000000002 0.24134000000000003 -0.010655 0.149315 -0.10022999999999999 -0.008904999999999998 -0.073679999999999982 -0.094984999999999986 0.088550000000000004 0.16158000000000003 -0.0091949999999999983 0.094835000000000017 0.09567500000000001 0.085905000000000009 -0.039889999999999988 -0.06421499999999998 -0.17169499999999996 0.084240000000000023 -0.070154999999999981 0.093875000000000014 0.0027400000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 5 -1 -6 19 10 -10 11 12 -4 -13 16 -16 -15 18 29 27 21 22 23 24 26 -22 -21 -8 -3 -18
right_child=2 28 3 -5 6 -7 7 -9 9 -11 -12 13 -14 14 15 -17 17 -19 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013637069594761196 0.0033751852158946547 0.0010125162812911924 0.0041933845244138479 -0.0012460228449839405 0.00044671094806249744 0.0033892076446521533 0.003347631199706842 0.00067612106710115342 0.0043326361456899392 0.00047295374091757162 -0.001181604921664682 0.0028447063458306911 0.00066467096734207961 -0.00077876720925836951 0.0013234494590524315 -0.0026550915942165701 0.0033106539941951479 0.00011836647565936989 0.00084352830284782632 0.0033993142200020479 0.0048713005391802329 0.00093580566836829761 0.0020576904004769858 0.0053377461860690031 0.0014824364451313835 0.0025954326077439983 0.0060740089913539014 0.00049318636916723937 0.0035988906213396689 0.0011607066644042923
leaf_weight=36 47 57 38 20 22 1813 21 25 34 21 25 36 21 30 23 20 68 56 44 57 22 21 31 81 34 319 20 31 20 28
leaf_count=36 47 57 38 20 22 1813 21 25 34 21 25 36 21 30 23 20 68 56 44 57 22 21 31 81 34 319 20 31 20 28
internal_value=0 0.0031618 0.00155083 0.00136603 0.00320671 0.00334977 0.00281999 0.00289886 0.00148369 0.00285894 0.00128925 0.00145895 0.0029374 0.00117296 0.000949229 -0.000527035 0.00123011 0.00153759 0.00210528 0.00298609 0.00310522 0.00361247 0.00386453 0.00415626 0.00329409 0.00274226 0.00409404 0.00164594 0.0016843 0.00268359
internal_weight=0 2610 511 464 2533 1849 684 662 444 55 389 364 59 305 269 43 226 196 140 637 585 244 223 192 111 341 77 52 77 96
internal_count=3121 2610 511 464 2533 1849 684 662 444 55 389 364 59 305 269 43 226 196 140 637 585 244 223 192 111 341 77 52 77 96
is_linear=0
shrinkage=0.020511


Tree=2907
num_leaves=31
num_cat=0
split_feature=1 2 454 124 3 132 13 3 12 14 11 11 0 1 3 0 15 157 49 474 41 13 42 12 1455 160 11 1212 1212 1213
split_gain=2.16894 0.561468 0.342526 0.284457 0.264481 0.301279 0.373968 0.262881 0.307628 0.260233 0.253422 0.241908 0.235268 0.540781 0.719323 0.469829 0.329944 0.231817 0.229947 0.254951 0.224371 0.221846 0.220556 0.343475 0.255471 0.735851 0.354249 0.225464 0.71152 0.319584
threshold=0.11829500000000003 0.10527500000000002 -0.037229999999999992 -0.083859999999999976 0.20828500000000003 0.081465000000000024 -0.0062949999999999994 0.31370500000000007 -0.42850999999999995 0.076175000000000007 0.094350000000000003 1.0000000180025095e-35 -0.11013499999999998 0.083135000000000014 -0.078724999999999976 -0.14649999999999996 -0.10091499999999999 -0.24909499999999998 0.13173000000000004 0.10008000000000002 0.079395000000000007 -0.0093149999999999986 0.091545000000000015 0.088305000000000008 -0.23681499999999997 -0.55323499999999981 1.0000000180025095e-35 0.090080000000000007 0.092815000000000022 0.12439000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 21 5 17 -7 -2 -9 10 12 -11 13 15 -15 -5 -17 -4 19 -19 -13 -1 24 -24 -14 -26 27 -27 -29 -30
right_child=7 2 4 9 -6 6 -8 8 -10 11 -12 20 22 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.0029451585797849113 0.0016510593649970331 -0.00049379154310536172 0.0052586587665204992 0.007033494330738424 0.00057650616092497773 0.0029639987692222725 -0.00082876553757724473 0.0019518764128934965 -0.00088923568290466852 0.0026149751154670303 0.00074816967129392564 0.0066476791104765698 0.0058895335748182752 -0.0025171254505523357 0.0024662939532846865 0.0049314006675699714 0.00093683423328808188 0.0028483620763886434 0.00081579443833082249 0.0051508287942837261 0.0037226549273191374 0.0004686684828497059 0.0050458768911350637 0.0027370437420012428 -0.00091158141367454054 0.0036789619884690932 0.0060153187880721522 -0.00075435832142045156 0.0027678059020925972 0.0056877324372473738
leaf_weight=57 275 20 24 22 32 31 27 34 56 22 20 37 27 20 82 22 24 336 28 29 24 31 40 338 20 1273 34 27 81 28
leaf_count=57 275 20 24 22 32 31 27 34 56 22 20 37 27 20 82 22 24 336 28 29 24 31 40 338 20 1273 34 27 81 28
internal_value=0 0.00322207 0.00253046 0.00338559 0.00264976 0.00278943 0.0011984 0.00128934 0.000184073 0.00343955 0.00338738 0.00473298 0.00341328 0.00257415 0.00148915 0.00420164 0.00284728 0.00301073 0.00287345 0.0030313 0.00549685 0.00207276 0.00348965 0.00298136 0.00361859 0.00357668 0.00363889 0.00358155 0.00266971 0.00351788
internal_weight=0 2756 527 2229 507 475 58 365 90 2141 2058 83 2038 170 102 68 46 417 393 365 61 88 1868 378 1490 1463 1443 1409 136 109
internal_count=3121 2756 527 2229 507 475 58 365 90 2141 2058 83 2038 170 102 68 46 417 393 365 61 88 1868 378 1490 1463 1443 1409 136 109
is_linear=0
shrinkage=0.0235607


Tree=2908
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 0 49 1 4 3 1 475 12 48 12 4 3 12 151 4 16 1 3 39
split_gain=67.9507 12.2628 7.55127 6.28775 3.93318 3.34207 2.24746 2.12191 1.90052 1.76788 1.76752 1.57956 2.43444 1.81304 1.53602 1.24131 1.19642 1.01047 0.997068 0.990329 0.921387 0.903751 0.962095 0.840157 0.692622 0.732986 0.683719 0.682679 0.676474 0.673802
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 -1.0000000180025095e-35 0.13436000000000001 -0.066784999999999983 0.087695000000000009 0.081275000000000014 0.09141500000000001 -0.52556499999999995 -0.13927999999999999 0.11903500000000002 -0.088784999999999989 0.033845000000000007 -0.0094449999999999968 0.16540500000000002 -0.0087149999999999988 0.11683000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 16 -5 -6 17 12 13 -1 18 -15 28 -7 21 23 -21 -13 -23 -19 -3 26 -26 29 -4 -18
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 14 -14 15 -16 -17 27 19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015305250928649404 0.0015653815644376804 0.0010595589353028783 0.00091091087093499721 0.001409046243681491 0.0014184090049592375 0.0016692875407288666 0.0018728417235177701 0.00097615538435550687 0.00087457749438022542 0.00091424217059188253 0.0010388103078261459 0.002010481590675274 0.001799594343230375 0.00069504573526020963 0.0013701318936951924 0.0012275203339618924 0.00052899289826687358 0.0014763568624868953 0.0015484328214240169 0.00091272681194658732 0.0013684578116142331 0.0012472213455338428 0.0016407730163476106 0.0011279433760776779 0.00083209432643637936 0.00090114190600132751 0.00051266933620470469 0.00013169952245778573 0.0005481440438098174 0.00020826008189935954
leaf_weight=49 76 40 31 34 74 52 79 37 61 33 41 21 36 20 110 51 124 248 827 24 37 21 694 25 45 103 43 22 37 26
leaf_count=49 76 40 31 34 74 52 79 37 61 33 41 21 36 20 110 51 124 248 827 24 37 21 694 25 45 103 43 22 37 26
internal_value=0 0.000878922 0.000794091 0.00152269 0.000975803 0.00154128 0.0015737 0.000572363 0.00106586 0.00126292 0.00139641 0.00156078 0.00138645 0.0012625 0.00157703 0.00107753 0.000510112 0.00143439 0.00159159 0.00139782 0.00118915 0.00164009 0.00162921 0.00144445 0.00084281 0.000797417 0.000676012 0.000429693 0.000713523 0.000473399
internal_weight=0 691 615 2430 338 2335 1908 277 95 107 427 1829 156 120 1673 71 240 386 1563 334 61 736 715 273 231 191 88 172 68 150
internal_count=3121 691 615 2430 338 2335 1908 277 95 107 427 1829 156 120 1673 71 240 386 1563 334 61 736 715 273 231 191 88 172 68 150
is_linear=0
shrinkage=0.00181146


Tree=2909
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 1 14 2 4 52 47 1 0 4 1 47 1 16 16 13 1 12 1 0 42 3 4 42
split_gain=92.0891 14.7622 7.77011 7.38418 4.98213 4.67483 2.7228 2.38541 2.33955 2.33356 2.00653 1.97708 1.69711 1.65844 2.37748 1.50257 2.32224 1.40575 1.31822 1.16459 1.04576 0.996323 0.891955 0.822506 0.806268 1.13707 0.729616 0.688215 0.93913 0.657862
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.092365000000000017 0.087735000000000021 0.077845000000000011 0.062655000000000016 0.14122000000000004 -0.17966999999999997 0.048770000000000008 1.0000000180025095e-35 0.085760000000000017 -0.097274999999999986 -0.013125 0.093100000000000002 0.078875000000000015 0.122715 -0.0094449999999999968 -0.091354999999999978 0.049530000000000012 0.11910500000000002 0.090285000000000018 0.076935000000000017 -0.038659999999999993 0.088295000000000012 0.14121000000000003 0.36766000000000004 0.10755000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 10 -4 13 15 -3 -6 29 -1 17 24 23 20 -2 27 -15 26 -5 -17 25 -7 -16 28 -12 -8
right_child=1 4 7 22 11 9 12 -9 -10 -11 19 -13 -14 14 21 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018533168799826608 0.0016991461791705498 0.0015756710195593438 0.0016879882924010008 0.0010777902959266926 0.00015194694062855101 0.0017523242168752836 0.00066018188371508204 0.0010357695760680381 0.0021856282939852457 0.0012100243655362212 0.0013616472012452925 0.00072617653334016233 0.0010314300596745436 0.0008672914000016032 0.0018991405615856696 0.001770414118420386 0.0011273964726026223 0.0017436436273690562 0.0012495145668329792 0.00070580326311236465 0.0014627381307698631 0.001502721190774905 0.00068659747422965853 0.0015624023344281734 0.0018910632971635894 0.0014313190448700817 0.0017274810595345564 0.00084794915757538229 0.0009571820861381694 0.00035673950538205772
leaf_weight=1059 115 20 28 47 57 236 86 69 62 41 38 34 37 20 163 103 36 25 29 51 22 43 37 196 107 47 191 42 44 36
leaf_count=1059 115 20 28 47 57 236 86 69 62 41 38 34 37 20 163 103 36 25 29 51 22 43 37 196 107 47 191 42 44 36
internal_value=0 0.000959602 0.00174677 0.00134955 0.000759807 0.00176834 0.000860913 0.00122404 0.00182676 0.00164745 0.00101016 0.000366494 0.000677869 0.00181215 0.0017182 0.00167218 0.00157961 0.00138981 0.0016086 0.000945534 0.00117919 0.00177362 0.000905479 0.00163406 0.0017517 0.00169901 0.00180652 0.00104413 0.00114462 0.000570642
internal_weight=0 673 2448 228 445 2351 354 97 1585 766 195 91 159 1523 464 725 335 67 144 175 42 397 84 299 390 283 354 124 82 122
internal_count=3121 673 2448 228 445 2351 354 97 1585 766 195 91 159 1523 464 725 335 67 144 175 42 397 84 299 390 283 354 124 82 122
is_linear=0
shrinkage=0.00188464


Tree=2910
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 159 0 14 4 52 2 0 49 12 4 15 2 2 150 1 0 16 457 39 147 16 3
split_gain=102.284 12.4766 11.6331 8.93575 6.4124 4.28148 4.28102 3.28936 3.05612 2.4395 2.1375 2.0397 2.03347 2.49006 2.34637 1.43197 1.18862 1.1709 1.84868 1.8345 1.13297 1.50162 1.12194 1.05452 1.59772 0.990293 0.931466 0.826664 0.791901 0.848486
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.091475000000000015 0.12958500000000003 -0.17966999999999997 0.082585000000000006 -0.23194499999999998 0.076175000000000007 0.00063500000000000004 0.08257500000000001 0.10402500000000002 -0.078904999999999989 -0.012034999999999999 0.12757000000000002 -0.059649999999999988 -0.037864999999999989 0.099185000000000009 0.14285500000000004 1.0000000180025095e-35 0.16540500000000002 -0.11173999999999999 -0.43320999999999993 0.045365000000000009 0.085060000000000011 0.088610000000000008 -0.073849999999999985 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 10 27 -6 20 -1 23 16 13 14 25 -2 28 19 -19 -11 21 26 -8 24 -4 -9 -5 -3 -7 -30
right_child=1 6 5 8 7 11 22 12 -10 17 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021761114900912455 0.001027817785679308 0.00084252816508213128 0.0017452431483607567 0.0013822048267735025 0.0017079149979536501 0.0017594669164566761 0.00039163863931695596 0.0015153258528974398 0.00047636373986823823 0.0018876592618177048 0.0021488279980158382 0.0014480665279118607 0.001591007190191707 0.00070448260143314914 0.00078185712196828861 0.0015626238895329774 0.001305318480071396 0.0015607663314783941 0.001014297792895687 0.0012437918945612616 0.00059662672894915923 0.00076821119529861038 -5.8452392589402382e-05 0.001762763441300903 0.0011132246221007809 0.0010984804344499467 0.00096981577577022905 0.00044943345668308274 0.0018470010346577426 0.0015899964962688474
leaf_weight=22 20 107 35 41 31 208 135 45 58 53 46 218 22 59 36 92 31 74 28 20 22 41 21 1156 21 32 32 21 48 346
leaf_count=22 20 107 35 41 31 208 135 45 58 53 46 218 22 59 36 92 31 74 28 20 22 41 21 1156 21 32 32 21 48 346
internal_value=0 0.000805943 0.00164349 0.00105972 0.00136894 0.00169842 0.000532508 0.00116 0.000824516 0.00160758 0.00176555 0.00159919 0.00107245 0.00100612 0.00116361 0.00146712 0.00165123 0.00153611 0.00141076 0.00171126 0.000972992 0.00104562 0.000331049 0.001751 0.00150824 0.00134209 0.00120143 0.000778036 0.00166904 0.00162131
internal_weight=0 590 2531 306 422 2109 284 225 194 197 1258 851 194 172 113 112 633 175 102 73 136 114 156 1212 56 77 73 128 602 394
internal_count=3121 590 2531 306 422 2109 284 225 194 197 1258 851 194 172 113 112 633 175 102 73 136 114 156 1212 56 77 73 128 602 394
is_linear=0
shrinkage=0.00181146


Tree=2911
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 47 1 1 16 2 49 2 150 4 159 2 2 4 0 16 49 1 2 49 1 43 52
split_gain=135.41 20.6122 11.1483 10.3249 7.30816 6.84029 4.33748 4.02315 3.33607 3.32441 2.26959 2.11334 2.06462 1.99095 1.58562 1.45332 1.45099 1.38308 1.78882 1.23386 1.21248 1.28043 1.09398 1.38278 1.04038 0.953611 0.945936 0.8507 0.845553 0.829147
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.12337000000000002 0.095545000000000005 0.062655000000000016 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.089770000000000016 -0.52595999999999987 0.08647500000000001 -0.054984999999999992 0.14838000000000004 0.083555000000000004 0.27834500000000006 0.076905000000000015 0.10882500000000002 -0.0091949999999999983 -0.013125 0.14486500000000005 -0.45661999999999997 -0.009244999999999998 0.13075500000000004 0.088850000000000012 -0.052259999999999994 0.122715 0.0034250000000000005 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 15 6 10 11 14 -4 25 -7 19 -2 16 17 -6 18 -3 -12 21 28 -22 -24 -5 29 -17 -15 -13 -1
right_child=1 4 9 24 8 7 -8 -9 -10 -11 12 20 -14 27 -16 26 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018009332496022993 0.00098131617324949925 0.0013296879430633329 0.0015151552506052041 0.00079457263688612273 0.00062928660788514256 0.00098846839209314153 0.0021978914840953914 0.0010058403217649496 0.00080212979483681296 0.00079824852964390826 0.0012153601553925668 0.0017693049746887329 0.0010252347316592077 0.0016453519794863702 -3.1141029990559737e-05 0.00068252605703785732 0.00018857143084135677 0.00060627258099289912 0.00078277270178653887 0.0016617741099103794 0.0018010136981770825 0.0013104087718818604 0.00097700232948271892 0.0014881600196151186 0.00033939266212518426 0.0016866294093836086 0.00023746882117337432 0.0012362792992479631 0.0015300252299839422 0.0014380358957101561
leaf_weight=935 23 35 34 60 35 21 70 48 35 63 23 195 21 100 74 56 94 44 49 261 33 31 20 187 24 416 23 21 68 22
leaf_count=935 23 35 34 60 35 21 70 48 35 63 23 195 21 100 74 56 94 44 49 261 33 31 20 187 24 416 23 21 68 22
internal_value=0 0.000727581 0.00166339 0.00117933 0.000496124 0.00168872 0.00174726 0.00151903 0.000275298 0.00104954 0.00172846 0.00156342 0.00158428 0.00147963 0.000184465 0.00075002 0.000308145 0.000871648 0.00101065 0.00162562 0.00158603 0.00166557 0.00148858 0.00143877 0.000664521 0.00176049 0.000552952 0.00157436 0.00170744 0.00179259
internal_weight=0 673 2448 228 445 2351 1748 603 238 97 1678 555 305 144 203 207 129 128 84 284 534 294 240 207 84 1373 79 121 263 957
internal_count=3121 673 2448 228 445 2351 1748 603 238 97 1678 555 305 144 203 207 129 128 84 284 534 294 240 207 84 1373 79 121 263 957
is_linear=0
shrinkage=0.00184769


Tree=2912
num_leaves=31
num_cat=0
split_feature=1 4 15 1 4 0 2 150 11 15 11 1213 51 49 1453 14 1453 160 1375 43 0 0 156 15 3 15 403 16 159 42
split_gain=3.55693 0.664947 0.476755 0.442283 0.501612 0.67792 0.633908 0.436253 0.426154 0.398948 0.711774 0.466137 0.406024 0.380857 0.378571 0.346382 0.340136 0.416235 0.318904 0.59207 0.315699 0.403118 0.315545 0.310127 0.445464 0.298548 0.280302 0.255925 0.367669 0.274892
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.08864000000000001 -0.17966999999999997 -0.066089999999999996 0.090545000000000014 0.084680000000000019 1.0000000180025095e-35 -0.079249999999999987 0.077695000000000014 -1.0000000180025095e-35 -0.22411499999999998 -0.08471999999999999 -0.064249999999999988 0.077685000000000018 -1.0000000180025095e-35 0.10455000000000002 0.081895000000000009 -0.085154999999999995 -0.14051499999999997 -0.026509999999999995 -0.071864999999999984 -0.56368999999999991 0.42240500000000009 -0.015744999999999999 0.089965000000000017 0.0028900000000000006 -0.085489999999999997 -0.013389999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 9 -5 6 -6 20 27 12 11 -11 -1 -14 -13 -10 -15 -18 22 -20 -2 -22 -16 -3 -25 -8 -24 28 -4 -30
right_child=1 23 8 4 5 -7 25 -9 15 10 -12 14 13 16 18 -17 17 -19 19 -21 21 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=0.0071828506010157278 0.00068468770732223378 0.0034008521687821391 0.0059902455142172963 0.0045245203656261402 0.0037440627855527533 -2.3768923368592596e-05 0.0022523163124934793 0.001305431142190168 0.0076049031273284816 0.00061056939975986555 -0.00040477513435214672 0.00092022496056637793 0.0068793239961448937 0.0058071052387141152 0.0059176872688339859 0.0044921489051576707 0.0039044053642413707 0.00074199270372468261 0.006778408577070765 0.0029052281217631384 0.0039525795188407771 0.0013657051586882236 0.0032540787103956257 0.0012654627517501029 -0.0013623627442219935 -0.00047504307302546526 0.0058509568751980139 0.0030945286176808865 0.0044713160588136678 0.0037094058747892838
leaf_weight=20 21 25 45 74 181 40 108 82 27 24 22 22 21 40 24 41 362 20 41 32 142 34 353 216 34 22 20 129 359 540
leaf_count=20 21 25 45 74 181 40 108 82 27 24 22 22 21 40 24 41 362 20 41 32 142 34 353 216 34 22 20 129 359 540
internal_value=0 0.00187936 0.00376476 0.00350462 0.00292785 0.00259124 0.00292757 0.00261335 0.00408987 0.0037495 0.00335429 0.00351456 0.00420873 0.00407446 0.00365622 0.0057281 0.00393488 0.00373883 0.00378429 0.00508058 0.00315776 0.00345284 0.00354593 0.00113469 0.000908078 0.00179076 0.00339332 0.00398605 0.00410788 0.00401366
internal_weight=0 554 2567 1426 425 351 311 279 1141 1001 538 516 463 443 492 68 422 382 470 73 197 176 397 275 250 130 373 1073 944 899
internal_count=3121 554 2567 1426 425 351 311 279 1141 1001 538 516 463 443 492 68 422 382 470 73 197 176 397 275 250 130 373 1073 944 899
is_linear=0
shrinkage=0.0213396


Tree=2913
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 47 2 14 2 4 11 1 457 1 0 15 4 15 13 4 42 47 11 160 1420 1429
split_gain=132.094 20.3845 11.7236 10.7542 7.59502 5.80615 5.30515 4.29211 3.68766 3.67474 3.55284 2.97072 2.17972 2.04637 1.80984 1.49591 1.24598 1.86227 1.24585 1.18924 1.06823 0.946894 0.794848 0.792492 0.784921 0.772524 0.726462 0.713713 0.678884 0.984329
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.40124500000000002 0.091265000000000013 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.087135000000000004 0.080930000000000016 0.084525000000000003 -0.097024999999999986 -0.088749999999999982 0.024790000000000003 -0.095869999999999983 0.0061450000000000003 -0.036839999999999991 0.088295000000000012 0.090100000000000013 0.082485000000000017 -0.067824999999999983 -0.080064999999999983 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 25 6 11 19 -6 12 14 15 13 -4 16 28 20 -18 21 -1 -8 -17 24 -2 -20 -3 -16 -15 -5 -30
right_child=1 2 9 5 8 -7 10 -9 -10 -11 -12 -13 -14 27 26 18 17 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017649247699379257 0.0018101811457031298 0.00064016020748916579 0.00078155701843216736 0.00208048935811704 0.0015250696057985942 0.00081684978541960308 0.0016538578814194094 0.00085065178316405196 0.00075243211685793623 0.00089959875159949189 0.001030105983170217 0.0021661882689965324 6.3884897618520921e-05 0.00057038140973267434 0.0021699204808034961 0.0016378958761890611 0.0016684926917431443 0.00087113939457791184 0.0018437853050346652 0.0012967057637580555 0.0014848707529822413 0.0011132583443949344 0.0014625071583955528 0.0013824593907925838 0.0016560152534776593 0.00094631119927893984 0.0017715983721034146 0.00020054144551011707 0.0018030467838674954 0.0015530011803501775
leaf_weight=31 50 191 39 28 71 25 452 69 30 37 37 64 99 23 22 24 20 20 129 46 178 23 42 21 185 33 54 79 942 57
leaf_count=31 50 191 39 28 71 25 452 69 30 37 37 64 99 23 22 24 20 20 129 46 178 23 42 21 185 33 54 79 942 57
internal_value=0 0.000747317 0.000636883 0.0016716 0.000874929 0.00170244 0.00171216 0.00118532 0.00129557 0.000357589 0.00158897 0.00177673 0.000274029 0.000421576 0.00161669 0.0017593 0.00158603 0.00126982 0.0016639 0.00148521 0.00160611 0.00138116 0.00170123 0.00168367 0.00173316 0.000685263 0.0018869 0.000283937 0.00179673 0.00178878
internal_weight=0 673 602 2448 325 2302 2277 146 101 277 783 1494 240 141 746 1430 670 40 403 77 630 47 356 71 314 224 76 102 1027 999
internal_count=3121 673 602 2448 325 2302 2277 146 101 277 783 1494 240 141 746 1430 670 40 403 77 630 47 356 71 314 224 76 102 1027 999
is_linear=0
shrinkage=0.00184769


Tree=2914
num_leaves=31
num_cat=0
split_feature=1 12 1 474 157 150 47 0 12 149 156 0 483 0 52 16 42 4 50 0 49 15 160 43 15 16 49 151 13 403
split_gain=3.48457 0.878701 0.472338 0.567471 0.453899 0.426984 0.384823 0.366931 0.33368 0.314021 0.290827 0.395709 0.269895 0.346725 0.290353 0.438056 0.365936 0.26907 0.259646 0.313925 0.255867 0.264168 0.251763 0.290326 0.279321 0.2567 0.250265 0.241714 0.225417 0.24664
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.086280000000000009 -0.080544999999999992 0.091105000000000005 0.085505000000000012 -0.040504999999999992 0.099815000000000015 0.081720000000000015 0.10339000000000002 0.024095000000000002 0.092420000000000016 -0.13027499999999997 -1.0000000180025095e-35 -0.40995499999999996 0.087995000000000004 0.022185000000000003 0.09586500000000002 0.18019500000000002 0.09858500000000002 -0.13578499999999996 -0.077609999999999985 -0.0065949999999999993 0.013270000000000002 -0.0048099999999999992 0.10440000000000001 -0.086654999999999982 0.26746000000000009 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 18 9 17 -3 10 11 12 13 -2 -15 16 -16 -8 19 20 21 -1 23 -4 25 27 -19 -24 29 -10
right_child=6 8 22 4 -6 -7 7 -9 28 -11 -12 -13 -14 14 15 -17 -18 26 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0068751522963711566 -0.0013806924006945435 0.0038198775833745836 0.0018572170750229819 -0.001278061057196714 0.0031791799962544794 0.0012024771788028412 0.0050690585052671992 -7.4089190004849001e-05 0.0040946187288391171 0.0034241492587578147 0.0029316583350217046 -0.001614764379016869 0.0026221511516226577 -0.00014579049560795414 0.0025948826129156373 0.0041240996356141733 -0.0014072260691459109 0.0033873502010883017 0.0015895486776054319 0.0016280698383475385 0.0025783649700843931 0.0043299969660827616 0.00065568330452588878 0.0053400093918791209 0.0040629030619297067 -0.0002070016411373625 0.00070587462507955116 0.0025013136373415097 0.0051348252092477276 0.0027109791170729296
leaf_weight=20 34 1829 22 20 20 29 21 21 71 20 23 34 31 52 20 25 20 39 20 21 32 166 48 20 20 33 25 88 23 274
leaf_count=20 34 1829 22 20 20 29 21 21 71 20 23 34 31 52 20 25 20 39 20 21 32 166 48 20 20 33 25 88 23 274
internal_value=0 0.00351579 0.0027752 0.00328556 0.000950559 0.00360987 0.00134048 0.00240234 0.00370423 0.000905895 0.000695162 0.000457017 0.000844053 0.000479013 0.00101944 0.00195162 0.000593828 0.00301416 0.00387942 0.00407104 0.00430638 0.00460367 0.00205054 0.00351569 0.00172495 0.00144827 0.0023399 0.00184991 0.00312942 0.00299573
internal_weight=0 2756 559 328 40 288 365 106 2197 259 239 216 182 151 117 65 40 85 259 239 218 186 231 42 189 169 64 136 368 345
internal_count=3121 2756 559 328 40 288 365 106 2197 259 239 216 182 151 117 65 40 85 259 239 218 186 231 42 189 169 64 136 368 345
is_linear=0
shrinkage=0.0209212


Tree=2915
num_leaves=31
num_cat=0
split_feature=1 155 4 12 47 1 3 12 2 30 4 15 1 2 48 48 3 12 47 1 4 3 2 13 132 16 0 13 42 43
split_gain=2.8466 0.443584 0.438022 0.373873 0.375686 0.339131 0.331691 0.318898 0.300495 0.729919 0.363289 0.400151 0.321907 0.298153 0.264307 0.25481 0.237506 0.28754 0.50091 0.485869 0.710748 0.578495 0.42091 0.321267 0.278968 0.277557 0.377739 0.508872 0.579873 0.273539
threshold=0.11146500000000002 0.084785000000000013 0.27834500000000006 -0.010834999999999999 0.078345000000000012 0.10557500000000002 0.31534000000000006 -0.42850999999999995 1.0000000180025095e-35 0.086065000000000016 -0.04890499999999999 -0.026084999999999994 0.11588000000000001 0.13754500000000003 0.11619500000000001 0.10184000000000001 0.11296500000000002 0.086700000000000013 0.079855000000000023 0.085760000000000017 -0.081609999999999988 -0.080934999999999993 0.080205000000000012 -0.017449999999999997 0.079970000000000013 0.042200000000000008 0.11070500000000001 -0.059629999999999996 0.085465000000000013 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 8 -8 9 12 -10 -12 -2 14 15 16 17 18 19 22 -21 -22 23 -5 29 -19 27 -27 -29 -24
right_child=1 -3 -4 13 -6 -7 7 -9 10 -11 11 -13 -14 -15 -16 -17 -18 25 -20 20 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0022103618692941233 0.0049425069442523319 0.0034922283293855349 0.0014743326616912182 0.003541242279660239 0.0043004460968431232 9.3342789492950942e-05 0.0015901098070148787 -0.00069857219754564798 0.0031894560985130187 -5.2745263423230602e-06 0.0010703469952862946 -0.0014298259176617255 0.0023854374789717362 0.0013302405179132209 0.0047832498613714332 0.0019693034876676909 0.0014419735689980625 0.0030104561152095809 0.0050246765122874725 0.0037773393335912243 -0.0016341710332912927 0.0019996147139509316 0.0033014647092729599 0.0068311640580089412 0.0047695374290428194 0.0026821469532652196 0.0035881360061112543 0.0017491278922258369 -0.0017887754195556691 0.0018676462459112472
leaf_weight=142 21 31 77 20 24 32 34 55 24 42 190 25 89 38 28 85 33 1066 55 54 21 54 461 21 40 151 69 67 21 51
leaf_count=142 21 31 77 20 24 32 34 55 24 42 190 25 89 38 28 85 33 1066 55 54 21 54 461 21 40 151 69 67 21 51
internal_value=0 0.00133844 0.00285467 0.00289663 0.00212156 0.00182103 0.00119934 0.000175756 0.00143233 0.00207813 0.00102162 0.000779629 0.00287361 0.00296235 0.00298935 0.00296722 0.00300606 0.00303005 0.00331568 0.00318549 0.00215223 0.000982155 0.00341026 0.00522632 0.00327537 0.00286853 0.00237731 0.00202775 0.000904856 0.00315864
internal_weight=0 511 2610 2533 198 174 480 89 391 152 239 215 110 2335 2297 2269 2184 2151 777 722 129 75 593 41 552 1374 308 239 88 512
internal_count=3121 511 2610 2533 198 174 480 89 391 152 239 215 110 2335 2297 2269 2184 2151 777 722 129 75 593 41 552 1374 308 239 88 512
is_linear=0
shrinkage=0.0185774


Tree=2916
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 16 44 475 4 2 1 9 4 15 3 16 14 12 41 41 0 34 16 1419 151 43 1 3 52 13
split_gain=2.30698 0.660299 0.418999 0.384278 0.336331 0.359546 0.380107 0.389068 0.275757 0.272235 0.271564 0.254163 0.330744 0.244987 0.240516 0.323617 0.253989 0.243506 0.234751 0.336852 0.227659 0.467246 0.215012 0.426945 0.334497 0.349739 0.763897 0.484129 0.316203 0.294067
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.087740000000000012 0.15273500000000004 1.0000000180025095e-35 -0.082014999999999991 0.40945500000000007 0.14530500000000005 0.094090000000000021 0.081890000000000004 0.40124500000000002 0.13592500000000005 -0.13309499999999996 -0.11118499999999999 -0.46596499999999991 -0.081419999999999979 0.085095000000000018 0.07831500000000001 -0.13027499999999997 -1.0000000180025095e-35 0.013515000000000001 0.082370000000000013 -0.085604999999999987 -0.080084999999999976 0.077845000000000011 -0.094874999999999987 -0.13993999999999998 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 -2 -9 12 13 18 -10 17 -17 20 19 22 -16 -22 28 24 -24 26 27 -26 -3 -30
right_child=8 11 -4 4 -6 -7 -8 10 14 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00031193261027857199 0.0021712525811805076 0.0045112092546463383 -0.00043094459104844781 -0.00076931941887968709 0.0050053537869365686 0.0034706871920805911 0.0043967282293118559 0.002776382933014427 0.0025464881663163318 0.00030376342503037371 0.0016219914272498242 0.004819689273788696 0.00084894763606752262 0.001434961960556392 -0.00021604814845556326 0.00019915935098098491 -0.0030696830064349781 -0.00028084521806022645 0.0011158726603924501 0.0051642256783445339 0.00027935668401776346 0.0046061326139689657 0.0043768857774323187 0.0041769159442884701 0.004172762545048463 0.0026356199065492845 -0.0016952373409121146 0.00115221712386035 0.0031404508204275895 0.0023055895930221807
leaf_weight=23 109 63 25 22 20 90 27 134 20 47 238 30 32 44 20 20 20 56 28 30 21 21 31 61 33 231 28 69 1323 205
leaf_count=23 109 63 25 22 20 90 27 134 20 47 238 30 32 44 20 20 20 56 28 30 21 21 31 61 33 231 28 69 1323 205
internal_value=0 0.00278298 0.00216645 0.00228366 0.00239609 0.00229397 0.00204241 0.00188108 0.000979071 0.00160861 0.00203782 0.00294464 0.00291882 0.00294968 0.000427339 0.000159092 -0.00143526 0.000699551 0.00298139 0.00300657 0.00158507 0.00244274 0.00297491 0.00258066 0.00233227 0.00215669 0.00130567 0.00212945 0.00308716 0.00302844
internal_weight=0 2787 579 554 531 511 421 394 334 156 372 2208 2178 2146 178 158 40 118 2102 2074 62 42 2044 453 392 361 130 102 1591 1528
internal_count=3121 2787 579 554 531 511 421 394 334 156 372 2208 2178 2146 178 158 40 118 2102 2074 62 42 2044 453 392 361 130 102 1591 1528
is_linear=0
shrinkage=0.020511


Tree=2917
num_leaves=31
num_cat=0
split_feature=4 2 3 2 9 14 4 1 2 2 48 16 0 43 159 1447 1455 132 160 157 484 50 151 401 3 11 15 15 0 403
split_gain=1.87984 0.627104 0.454964 0.388295 0.362872 0.329975 0.295224 0.33915 0.575406 0.515869 0.44167 0.320752 0.317231 0.280659 0.269941 0.461933 0.328958 0.263786 0.252357 0.244736 0.379165 0.287612 0.240879 0.237467 0.238675 0.310767 0.255587 0.449853 0.380913 0.701953
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 -1.0000000180025095e-35 -0.10708499999999999 -0.073934999999999987 0.092390000000000014 0.09358000000000001 -0.080614999999999978 0.084170000000000009 -0.059624999999999991 -0.089269999999999988 -0.081289999999999987 -0.085489999999999997 -0.085804999999999979 -0.06822499999999998 -0.014134999999999998 0.079055000000000014 -0.082509999999999986 0.062030000000000009 0.10672000000000002 -0.0077149999999999988 0.11061500000000002 -0.24190499999999995 0.088065000000000018 0.087685000000000013 0.093115000000000017 -0.071719999999999992 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 18 -6 12 -8 9 -9 -10 -12 -7 -13 -14 -16 -17 -18 -1 -19 21 23 -11 24 -21 26 -26 28 29 -28
right_child=3 -3 -4 -5 5 6 7 8 10 22 11 13 14 -15 15 16 17 19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00049945802690075998 0.0012924868717994705 -0.00034043855376417008 0.00096406204407959676 -0.0018080161907479562 0.0053894317173552161 0.0044783759118521482 0.0029706887599271299 -0.00080797022389960402 -0.0018611720515191159 0.0048801688350312202 0.0033501776692768975 0.0019951317104886196 0.0051746517392863246 -0.0017839211735728472 -2.9310922067388855e-05 0.0060702897974220914 0.0041139777344849394 0.0048801785323586231 0.0029656895647793375 0.0050477831545702994 0.00057495684598488062 0.0010482975894747341 0.0027418245340388959 0.004754162935561343 0.0034392039116511739 0.00023260947351198586 -0.0023555006235265854 0.003990971401585019 0.0043354437430604773 0.002024873841034211
leaf_weight=28 341 33 64 24 32 110 1131 21 28 34 33 24 35 20 26 21 120 34 20 29 39 41 209 44 299 24 24 73 28 132
leaf_count=28 341 33 64 24 32 110 1131 21 28 34 33 24 35 20 26 21 120 34 20 29 39 41 209 44 299 24 24 73 28 132
internal_value=0 0.00288794 0.00292707 0.00108862 0.00297431 0.00301163 0.00298213 0.00276833 0.0021481 0.00273485 0.000672836 0.00159429 0.00327934 0.00027738 0.00314323 0.00306711 0.00315577 0.00308677 0.000944353 0.00292606 0.00283542 0.00296245 0.00304102 0.00308263 0.00296186 0.00285757 0.00297088 0.00242601 0.00180513 0.00135097
internal_weight=0 2756 2723 365 2659 2611 2579 1500 369 264 105 77 1079 44 969 934 908 887 48 767 733 694 243 653 609 580 556 257 184 156
internal_count=3121 2756 2723 365 2659 2611 2579 1500 369 264 105 77 1079 44 969 934 908 887 48 767 733 694 243 653 609 580 556 257 184 156
is_linear=0
shrinkage=0.0235607


Tree=2918
num_leaves=31
num_cat=0
split_feature=1 2 48 13 2 106 9 4 0 15 48 1 4 12 0 1203 16 16 12 12 4 14 11 16 1420 3 15 157 47 158
split_gain=1.55934 0.432391 0.304344 0.27893 0.387781 0.259837 0.240224 0.293641 0.34578 0.395756 0.29306 0.315703 0.286585 0.2757 0.384584 0.215472 0.238467 0.515939 0.254573 0.217911 0.225908 0.214224 0.271715 0.280436 0.209623 0.286708 0.590789 0.213665 0.205163 0.197693
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 -0.08971999999999998 0.15609500000000001 0.085655000000000009 0.099965000000000012 0.50500500000000004 -0.10151999999999999 -0.46471999999999997 0.088005000000000014 0.14173500000000003 -0.046564999999999988 -0.040564999999999997 -0.07403499999999999 0.084880000000000011 -0.53943499999999989 -0.44310499999999992 -0.086254999999999984 0.090695000000000012 -0.014149999999999998 0.076975000000000002 0.078065000000000009 -0.14771999999999999 -0.083904999999999993 -0.15121499999999996 -1.0000000180025095e-35 -0.23976499999999998 0.090280000000000013 0.11817500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 15 21 7 10 -9 -10 13 12 -12 -2 -15 16 -5 -18 -19 20 -20 24 23 -23 -1 26 -26 -27 -16 -29
right_child=6 2 -4 4 -6 -7 -8 8 9 -11 11 -13 -14 14 28 -17 17 18 19 -21 -22 22 -24 -25 25 27 -28 29 -30 -31
leaf_value=0.0038891960147774437 0.0039650285387853503 0.00089217321827281292 -0.00070629889892995647 0.00052972380814903007 -0.00073587962700837192 0.00049892883747095569 -0.00091637272368358489 0.0020906895406677213 0.000763846349588055 -0.0019985815798254929 0.0032984141040554265 -0.0016283162115592752 0.00029134515217066022 -0.00030864547628921035 0.00426962273452367 9.3646794894804091e-05 0.0046114506066887136 0.00054718534599773768 0.0041262367560831979 0.0019883905158774862 0.0022818580225247576 0.0040656237110333953 0.0047196635314280281 0.00078726675794563541 -0.0019129042888297195 0.00072834809302042836 0.0026381491429873613 0.0023843058918471753 0.0015496665132927103 0.0036911051195597849
leaf_weight=38 27 103 20 31 20 30 32 29 48 40 20 21 40 29 20 20 40 37 49 244 65 21 38 23 20 32 30 1876 28 50
leaf_count=38 27 103 20 31 20 30 32 29 48 40 20 21 40 29 20 20 40 37 49 244 65 21 38 23 20 32 30 1876 28 50
internal_value=0 0.00225655 0.00178334 0.0018651 0.00206315 0.00239448 0.000773482 0.00095254 0.000148302 -0.000491803 0.00146117 0.000536141 0.0012937 0.00218162 0.00155626 0.00217834 0.00226781 0.00239167 0.00216688 0.00233428 0.00307462 0.00242121 0.00344918 0.00235194 0.00238001 0.00235145 0.000817728 0.00239061 0.00268298 0.00241823
internal_weight=0 2787 629 609 506 2158 334 302 117 88 185 81 60 104 77 486 466 435 395 358 114 2128 82 44 2046 2008 50 1958 48 1926
internal_count=3121 2787 629 609 506 2158 334 302 117 88 185 81 60 104 77 486 466 435 395 358 114 2128 82 44 2046 2008 50 1958 48 1926
is_linear=0
shrinkage=0.020511


Tree=2919
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 403 43 3 9 48 16 34 2 97 10 131 2 52 14 3 15 16 12 49 16 4 4 13 15 41
split_gain=1.26307 0.361814 0.314024 0.309641 0.267682 0.244201 0.247136 0.236778 0.225413 0.223827 0.230789 0.221448 0.335139 0.327914 0.253161 0.214986 0.436732 0.259192 0.327636 0.244549 0.210696 0.356842 0.231895 0.240785 0.210092 0.186624 0.186324 0.182931 0.174249 0.203905
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.087740000000000012 0.085340000000000013 -0.011919999999999998 0.11924500000000002 0.081890000000000004 -0.024949999999999996 -0.16075999999999999 -0.038779999999999995 0.116525 -0.079444999999999988 0.10223 0.090030000000000013 0.31358000000000003 -0.065544999999999978 -0.10708499999999999 0.12745000000000004 -0.23141499999999995 -0.090344999999999995 -0.093619999999999995 -0.080859999999999987 -0.0024749999999999993 0.40124500000000002 -0.0083799999999999986 -0.0087749999999999981 0.13592500000000005 0.085095000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 20 9 25 -8 -11 13 14 -2 -13 16 17 -14 -19 -20 -5 -22 -23 27 -25 28 -9 -24 29 -3
right_child=11 8 -4 4 -6 -7 7 26 -10 10 -12 12 15 -15 -16 -17 -18 18 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00072200223018379956 0.0012757812338621483 0.0024285896941687352 -0.00074423988845437729 -0.00073621856714879566 0.0045319289327067106 0.003999402943076465 0.00077670314950535157 -0.00066660721023635615 0.004324007402287151 0.0042569452675764253 0.0023629949147366941 0.0027762841311800512 -0.0012551521399129396 -0.0026804367936440528 8.5911445009927492e-05 0.0022219376211131928 -0.0029133563734255034 0.0037121405353887174 -0.00094592756235683227 0.0014301939144918366 0.0035214529540088151 -0.0010638697874218257 0.0016041472878304613 0.0011854810583020506 0.0042243923669956661 0.00063090171774049259 0.0018346757644548523 -0.0014587361527153948 0.00096273611140228047 0.00048307494737674428
leaf_weight=23 21 2074 25 28 20 26 35 24 30 41 169 71 31 22 24 30 21 20 36 58 32 26 20 28 20 32 42 20 44 28
leaf_count=23 21 2074 25 28 20 26 35 24 30 41 169 71 31 22 24 30 21 20 36 58 32 26 20 28 20 32 42 20 44 28
internal_value=0 0.00224228 0.0017384 0.00185044 0.00196186 0.00186127 0.00174665 0.00212901 0.00237441 0.00245333 0.00273277 0.000768588 0.000992738 -0.00074833 0.00209661 0.000457697 0.000138858 0.000580903 0.00108018 0.00052019 0.00106323 0.00140832 0.000815166 0.00137034 0.00245169 0.00234755 0.000925118 7.27056e-05 0.00237315 0.00240267
internal_weight=0 2787 579 554 531 511 485 311 2208 245 210 334 291 43 95 196 166 145 114 94 174 146 114 88 48 2178 66 40 2146 2102
internal_count=3121 2787 579 554 531 511 485 311 2208 245 210 334 291 43 95 196 166 145 114 94 174 146 114 88 48 2178 66 40 2146 2102
is_linear=0
shrinkage=0.0226458


Tree=2920
num_leaves=31
num_cat=0
split_feature=4 2 3 123 52 10 3 4 43 42 12 3 121 15 1186 403 3 15 0 52 15 49 1209 12 1446 13 376 483 16 160
split_gain=1.0415 0.338518 0.273466 0.272285 0.232174 0.298064 0.26017 0.267113 0.296555 0.411155 0.279245 0.244085 0.230064 0.246488 0.303235 0.568708 0.280988 0.242563 0.388789 0.531774 0.852831 0.290933 0.303356 0.294259 0.424301 0.314629 0.300322 0.263746 0.254309 0.317538
threshold=0.26450500000000005 0.17025000000000004 0.63141500000000017 0.11135500000000001 0.039215000000000007 -0.15282499999999996 -0.13309499999999996 0.51608000000000009 -0.05647499999999999 0.099210000000000007 -0.064509999999999984 0.099930000000000005 -0.052794999999999988 0.083195000000000005 0.060550000000000007 0.085340000000000013 -0.15447499999999995 -0.13843999999999998 -0.10096999999999999 0.0031350000000000002 -0.03241999999999999 0.15525500000000003 0.091045000000000001 0.092550000000000007 0.10250500000000001 -0.088589999999999988 0.083960000000000021 0.11236000000000002 0.40737000000000007 -0.073679999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 5 -2 -7 8 9 -8 -10 -12 -1 14 17 -16 -15 -14 19 -19 -21 22 23 25 27 -20 -27 28 29 -25
right_child=2 -3 -4 -5 -6 6 7 -9 10 -11 11 -13 13 16 15 -17 -18 18 21 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0043259184017160101 -0.0018730308520150246 -0.00023767510330614312 -0.0017280324713726824 -0.00043130271810294663 0.0017871742961852821 0.0020188162866249582 -0.0037094457937896738 0.002221011780585641 0.0027329934496494717 0.00054852541217094918 -0.0017347395689245881 0.00075522056532092356 0.002704619929966956 0.0043473195232163883 -0.0026993177332292543 0.0021063987027173038 0.0021757651744433687 0.0015069667207261595 0.00087909960727882818 0.0015561912319036048 -0.0041004727769270123 0.0044197955558371721 -0.00058167514957352959 0.0021512181964553341 -0.0016497418628953243 0.002458480953344981 0.00032730437217631987 0.0038124366802875049 0.0021176889596190352 0.00016555805430563391
leaf_weight=20 22 33 20 22 99 60 21 31 23 22 26 66 146 29 20 28 1064 191 77 28 23 22 23 59 20 618 33 24 143 108
leaf_count=20 22 33 20 22 99 60 21 31 23 22 26 66 146 29 20 28 1064 191 77 28 23 22 23 59 20 618 33 24 143 108
internal_value=0 0.00195352 0.000751058 0.00198032 0.000885063 0.000555509 0.000770079 0.000373655 1.11986e-05 -0.00153095 0.000587828 5.15362e-05 0.00200015 0.00198263 0.00180728 0.000104017 0.00223338 0.00186125 0.00177131 0.000979724 -0.000994853 0.00194128 0.00189194 0.00194452 0.00142976 0.00219483 0.00235045 0.00161416 0.00144397 0.000867079
internal_weight=0 2731 390 2698 370 271 249 189 158 43 115 92 2676 2656 1563 48 1093 1515 1369 242 51 1127 1105 1082 354 728 651 334 310 167
internal_count=3121 2731 390 2698 370 271 249 189 158 43 115 92 2676 2656 1563 48 1093 1515 1369 242 51 1127 1105 1082 354 728 651 334 310 167
is_linear=0
shrinkage=0.0217664


Tree=2921
num_leaves=31
num_cat=0
split_feature=1 9 123 44 2 1429 49 2 1 4 13 159 49 12 12 1204 1204 3 50 1 3 159 1212 13 4 52 16 4 0 4
split_gain=0.854048 0.287172 0.493039 0.361886 0.311361 0.673087 0.424306 0.375125 0.377888 0.44743 0.356376 0.294645 0.305475 0.321907 0.617667 0.282714 0.294751 0.28189 0.255438 0.414546 0.299485 0.263198 0.311804 0.271903 0.243346 0.236045 0.350452 0.478138 0.27291 0.232814
threshold=0.12000500000000001 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 0.08647500000000001 0.084545000000000009 -0.090734999999999982 0.086675000000000016 0.089370000000000019 -0.16363499999999997 0.086705000000000018 0.11292000000000001 -0.080089999999999981 0.093965000000000007 0.09474500000000001 -0.082759999999999986 -0.079429999999999987 -0.097604999999999983 0.10861000000000003 0.089475000000000013 -0.078244999999999995 -0.085489999999999997 0.11006000000000002 0.0036400000000000004 0.42642000000000008 -0.067494999999999986 -0.36241499999999999 -0.00027999999999999998 -0.14794999999999997 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -6 15 -10 24 12 -8 17 -15 -9 -17 -14 20 -20 21 -19 23 -23 25 28 -27 -28 -11 -16
right_child=-2 3 -4 -5 7 -7 11 8 9 10 -12 -13 13 14 29 16 -18 18 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0021888704865039217 0.00052788751594162948 0.0044185070977891582 0.0019086937595611331 0.0037621472481673712 -0.0012692578618961341 -0.0010162334886580848 -0.00017494750712276718 0.0035708858601830222 0.0020342213162215716 0.0024963206508538576 -0.0016622784077390768 0.00014105794121464294 0.003418145909568153 -0.0018863373086371264 0.0028151033216122657 -0.00080631353870912951 0.0016068895454508054 0.0035726658548240575 -0.0013425939634070889 0.0022461894836549872 0.0030967755939639136 0.0020457360826586306 -0.00050125772044416392 -0.00019452748071511 0.0021103824573632528 0.00066924186396696578 0.00056739805494291989 -0.0036918211491609632 0.00032201280005492438 0.0010910134445518116
leaf_weight=21 334 26 25 30 20 31 26 28 99 37 27 37 63 22 46 20 1198 37 22 29 108 491 21 22 41 72 20 21 57 90
leaf_count=21 334 26 25 30 20 31 26 28 99 37 27 37 63 22 46 20 1198 37 22 29 108 491 21 22 41 72 20 21 57 90
internal_value=0 0.00158284 3.80666e-05 0.00160876 0.00158493 0.00184638 0.00193171 0.0014142 0.00144733 0.000897743 0.000488611 0.00186794 0.00193334 0.00199098 0.0011784 0.00161229 0.00156726 0.00215288 0.00204369 0.000698087 0.00214476 0.00196469 0.00185328 0.00194966 0.00072278 0.000447941 -0.000159247 -0.00161415 0.00117786 0.00167416
internal_weight=0 2787 46 2741 2711 1071 1040 1640 1620 374 275 1014 977 951 158 1246 1218 793 730 51 679 571 534 513 248 207 113 41 94 136
internal_count=3121 2787 46 2741 2711 1071 1040 1640 1620 374 275 1014 977 951 158 1246 1218 793 730 51 679 571 534 513 248 207 113 41 94 136
is_linear=0
shrinkage=0.0197145


Tree=2922
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 1 4 1 15 2 2 47 133 132 43 43 1 51 47 16 12 4 4 4 49 13
split_gain=89.7889 14.6455 8.55626 8.29904 6.66883 4.77424 3.35574 3.01496 3.01376 2.22657 1.81337 2.64726 2.85736 1.76046 1.54134 1.16351 1.15035 1.41463 1.1029 1.06012 1.0516 0.977177 0.966025 2.38523 0.944422 0.838805 0.770147 0.986551 0.887442 0.880961
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.089775000000000008 0.40473500000000007 0.13501500000000002 0.062655000000000016 0.09253500000000002 -0.013514999999999998 0.086455000000000018 -0.17952999999999997 -0.090999999999999984 0.17025000000000004 0.13011000000000003 0.087035000000000015 0.089365000000000014 0.064745000000000011 0.12266000000000001 0.087135000000000004 0.11144500000000002 0.078345000000000012 -0.29154999999999992 0.090165000000000009 0.04735000000000001 0.098655000000000007 0.51388000000000011 -1.0000000180025095e-35 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 8 -6 10 13 -5 18 24 -13 -1 15 -4 17 22 -7 -20 21 -15 26 -24 25 -12 28 -28 29 -3
right_child=1 2 14 9 6 7 -8 -9 -10 -11 11 12 -14 20 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012345617845863585 0.0016667409449851538 0.00071681358714266376 0.00057954066538586525 0.0015035102955405603 0.0015083815021481742 0.0016917478897846014 0.00090349334437693203 0.0011581583544095591 0.002090548446841567 0.00097210854257604503 0.0017997937377647797 0.0016307499115963272 0.00083124367264305991 0.0017521935120647404 0.00029959905960903928 0.0010196189547873511 0.00066551729440391392 0.00048759318948336371 0.0012140977554298629 0.0016208119740575518 0.0016390678944586336 0.0014290561690746509 0.00080791184347334241 0.0015118343837603877 0.001484787004853542 0.0015508174980957377 0.0011059476860513036 0.00068710795557733238 0.00053797055105149179 0.0011577099880588802
leaf_weight=22 71 30 106 34 84 414 37 48 59 63 66 21 31 895 49 20 67 20 28 50 390 27 28 26 211 89 63 21 29 22
leaf_count=22 71 30 106 34 84 414 37 48 59 63 66 21 31 895 49 20 67 20 28 50 390 27 28 26 211 89 63 21 29 22
internal_value=0 0.000947884 0.000863102 0.00163808 0.000990827 0.00165787 0.00132342 0.00156694 0.00172041 0.00115837 0.0015885 0.00150745 0.00115412 0.00170404 0.000551452 0.000649394 0.000859313 0.000913641 0.00165736 0.00147481 0.00171192 0.00174273 0.00095255 0.00114684 0.00155765 0.00165683 0.000888965 0.00100124 0.000772533 0.000903347
internal_weight=0 673 602 2448 427 2351 121 958 1393 97 910 418 52 1334 175 126 306 239 492 78 1312 922 219 54 366 155 165 84 81 52
internal_count=3121 673 602 2448 427 2351 121 958 1393 97 910 418 52 1334 175 126 306 239 492 78 1312 922 219 54 366 155 165 84 81 52
is_linear=0
shrinkage=0.00167351


Tree=2923
num_leaves=31
num_cat=0
split_feature=4 2 2 11 43 0 2 0 13 160 475 0 51 0 3 2 12 3 47 150 43 3 43 13 13 1212 15 1 391 13
split_gain=0.983453 0.299693 0.242529 0.237046 0.469249 0.356723 0.406875 0.378632 0.355939 0.328605 0.330975 0.393129 0.258852 0.356203 0.610549 0.342873 0.373252 0.251387 0.237974 0.22781 0.221772 0.417379 0.580227 0.262074 0.26256 0.271868 0.203554 0.300876 0.225451 0.220813
threshold=0.27044500000000005 0.17025000000000004 0.25063000000000007 1.0000000180025095e-35 -0.23714499999999997 -0.097024999999999986 -0.0050599999999999994 -0.076579999999999995 -0.0082249999999999979 0.11281500000000001 -0.052309999999999988 -0.23091999999999999 0.045645000000000005 -0.14226499999999997 0.12745000000000004 0.087995000000000004 0.089150000000000021 -0.14989499999999997 0.13302500000000003 -0.091839999999999991 -0.50216499999999986 -0.11171999999999999 -0.13868499999999997 0.0049450000000000006 -0.039649999999999998 0.10242000000000001 0.123935 0.091095000000000023 -1.0000000180025095e-35 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 9 7 -7 -9 10 -1 -12 15 -14 -15 16 -13 -6 19 -8 -21 22 -22 24 -23 26 27 28 -26 -30
right_child=2 -3 -4 4 17 6 18 8 -10 -11 11 12 13 14 -16 -17 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00038319138754379562 0.00081129363844960225 -0.00013889336400825438 -0.0013219060952042502 0.00013404204123702878 0.0026347954100890479 0.0029521506384009139 0.0040514641270852272 0.00075024395646889513 -0.0025498221558976917 -0.0013228320858424613 0.0035652420295174863 0.0037102143325723779 0.0019255721973380731 -0.0035467080971204146 0.0011815201998613505 0.0010955507368099698 0.0010967116252266224 0.0049546217474490239 0.00029317606813323535 0.003409243907449427 0.0025822115671874754 0.0018955157598911905 -0.0012877925126067798 0.0012804732382431679 0.0042415099051742872 0.0046408811163952141 0.00043065399143933848 0.0040413056359611451 0.0030017075972790879 0.0018552209067232135
leaf_weight=41 341 33 24 29 135 20 22 44 20 20 37 56 34 20 27 168 39 23 36 43 28 1156 39 202 23 23 22 45 95 276
leaf_count=41 341 33 24 29 135 20 22 44 20 20 37 56 34 20 27 168 39 23 36 43 28 1156 39 202 23 23 22 45 95 276
internal_value=0 0.00180401 0.000671028 0.00182756 0.0025323 0.00177559 0.00188736 0.000488777 -0.000281027 0.00124611 0.00136786 0.00155629 0.00134021 0.000326375 -0.000830492 0.00165246 0.0026373 0.00297249 0.0019458 0.00197594 0.00195255 0.00191974 0.000329523 0.00197758 0.00206344 0.00246453 0.00235595 0.00245243 0.00227096 0.0021488
internal_weight=0 2756 365 2723 187 2536 2094 84 64 442 422 381 344 81 47 263 95 158 2010 1974 1952 1909 67 1842 1640 484 461 439 394 371
internal_count=3121 2756 365 2723 187 2536 2094 84 64 442 422 381 344 81 47 263 95 158 2010 1974 1952 1909 67 1842 1640 484 461 439 394 371
is_linear=0
shrinkage=0.020511


Tree=2924
num_leaves=31
num_cat=0
split_feature=4 2 3 123 11 43 0 2 16 4 0 123 156 4 4 52 52 12 150 4 150 48 16 1446 13 1454 0 483 2 12
split_gain=0.796597 0.242751 0.212964 0.204127 0.182536 0.380092 0.266028 0.293342 0.26799 0.31446 0.265929 0.310035 0.224475 0.199662 0.341655 0.597035 0.222734 0.211927 0.215709 0.201551 0.381641 0.191261 0.197246 0.184121 0.321085 0.22144 0.346548 0.266174 0.291148 0.198004
threshold=0.27044500000000005 0.17025000000000004 0.63141500000000017 0.11135500000000001 1.0000000180025095e-35 -0.23714499999999997 -0.10836499999999999 -0.0091949999999999983 -0.010264999999999998 -0.0073899999999999999 -0.07384499999999998 0.083855000000000013 0.14401500000000003 -0.49405499999999997 -0.14098499999999997 -0.090859999999999982 0.10744000000000002 -0.064509999999999984 -0.091839999999999991 0.0033150000000000007 0.084495000000000015 0.10990500000000002 -0.50992999999999988 0.088500000000000009 -0.083894999999999983 0.081720000000000015 -0.085669999999999982 -0.095084999999999989 0.090545000000000014 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 8 10 21 -10 -8 -12 -7 -9 15 -15 -17 -16 -19 23 -21 22 -1 25 -25 27 -27 28 -20 -26
right_child=2 -3 -4 -5 5 12 7 13 9 -11 11 -13 -14 14 17 16 -18 18 19 20 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.0030717659970107419 0.0007232141218127756 -0.00012500404103694707 -0.0014538011595724586 -0.00032292052477635348 0.00012063781563966992 0.003057204727647791 0.0022149211230230643 0.0027782832258500118 0.00097179002609114903 -0.0019210164683330843 -0.0023457124207716248 0.0008239529486769563 0.0011104295442847375 -0.002389641447676949 0.0030361778252112207 0.0023439594514074501 -0.00016704337871468471 0.0036957671534010189 0.0045914919737155791 0.0010399983152718406 0.0036753804649509482 0.0032398706939358057 0.00097584245124566734 0.0045744665213320558 0.00055185848934470442 0.0021159349734547468 -0.0013696621273993103 0.0017363036978119866 0.0014203237095715832 0.0030832076342691525
leaf_weight=21 345 33 20 22 29 127 26 75 43 25 20 37 31 23 53 42 23 23 29 307 25 21 188 27 26 24 24 1385 21 26
leaf_count=21 345 33 20 22 29 127 26 75 43 25 20 37 31 23 53 42 23 23 29 307 25 21 188 27 26 24 24 1385 21 26
internal_value=0 0.00162361 0.000603926 0.0016448 0.00166083 0.00227907 0.00161484 0.00169222 0.00103948 -9.17418e-05 0.000495903 -0.00028821 0.00267524 0.00173877 0.00170088 0.000450483 0.00145545 0.00175674 0.00172137 0.00169739 0.00123845 0.00137393 0.00118644 0.00179494 0.00275978 0.00174354 0.000373136 0.00178938 0.0032596 0.00181753
internal_weight=0 2756 365 2723 2701 187 2514 2216 298 68 83 57 158 2133 2058 88 65 1970 1917 1894 332 230 209 1562 79 1483 48 1435 50 52
internal_count=3121 2756 365 2723 2701 187 2514 2216 298 68 83 57 158 2133 2058 88 65 1970 1917 1894 332 230 209 1562 79 1483 48 1435 50 52
is_linear=0
shrinkage=0.020511


Tree=2925
num_leaves=31
num_cat=0
split_feature=4 52 3 12 12 14 1 121 15 50 51 13 52 1416 1374 151 150 3 393 1429 151 13 12 15 14 15 13 15 133 4
split_gain=0.645332 0.20318 0.246734 0.203387 0.34516 0.199482 0.287957 0.271733 0.215453 0.277018 0.382925 0.29916 0.292685 0.280937 0.26976 0.314365 0.281442 0.247993 0.247442 0.232914 0.389657 0.267718 0.239318 0.311815 0.232838 0.225557 0.214702 0.378111 0.345776 0.395132
threshold=0.26790000000000008 0.039215000000000007 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 -0.24175999999999997 0.13743000000000002 -0.081149999999999986 0.083195000000000005 1.0000000180025095e-35 0.11548000000000001 -0.019614999999999997 0.40674500000000008 1.0000000180025095e-35 0.086000000000000007 -0.010154999999999999 0.12314500000000002 -0.15447499999999995 0.084845000000000018 0.083810000000000009 -0.085134999999999975 -0.086254999999999984 0.089300000000000004 -0.089964999999999976 0.078745000000000009 -0.0072999999999999992 -0.084869999999999987 0.040760000000000005 0.090665000000000009 -0.07958999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 7 -7 9 12 19 -12 13 14 16 -16 18 -10 24 20 -11 -21 23 -22 26 -25 28 -28 29 -9
right_child=1 -3 -4 4 -6 6 -8 8 17 10 11 -13 -14 -15 15 -17 -18 -19 -20 21 22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0031250633151948116 0.0022891869482179147 0.0012731653667762371 -0.0017014902823874606 -0.0019746974600814843 0.00052474507967671853 0.0036000069141653708 -7.7423979319121721e-05 -0.0019071520455007315 0.0034112318841361009 0.0049036982830497015 0.0016395385121848374 -0.0004150814487172304 -0.0010416129569009475 0.0034173614895391343 0.0042243411664822806 0.0011823711452652989 -0.00083229955461041141 0.0015633766476535335 -0.0006625697855075736 -0.00052781960803264009 0.0030548613078006737 0.002204914161090771 0.0034444504337431212 -0.00073648630099629989 0.0032082377070068173 0.0018472426441249082 0.001198085357303746 0.0037114701739951327 0.0027808983130907907 0.00066926854474406571
leaf_weight=26 21 105 23 24 204 22 51 26 29 25 71 45 24 21 23 31 30 1060 30 22 36 38 42 24 21 29 758 24 26 210
leaf_count=26 21 105 23 24 204 22 51 26 29 25 71 45 24 21 23 31 30 1060 30 22 36 38 42 24 21 29 758 24 26 210
internal_value=0 0.000536542 0.000252183 0.000432643 0.000261646 0.00140643 0.00138999 0.00141805 0.0013999 0.00125104 0.00175612 0.000842488 0.00111405 0.00115716 0.0011169 0.00247803 0.00105157 0.00161258 0.00110318 0.00224678 0.00264826 0.00120291 0.00221783 0.00163898 0.00115292 0.000677252 0.00111158 0.00127522 0.000623144 0.000385426
internal_weight=0 377 272 249 228 2744 2718 2667 2645 1556 332 116 1224 1200 1179 54 1125 1089 1095 216 156 60 131 89 1065 53 1044 782 262 236
internal_count=3121 377 272 249 228 2744 2718 2667 2645 1556 332 116 1224 1200 1179 54 1125 1089 1095 216 156 60 131 89 1065 53 1044 782 262 236
is_linear=0
shrinkage=0.0197145


Tree=2926
num_leaves=31
num_cat=0
split_feature=96 3 132 48 4 50 151 0 48 43 38 40 13 400 2 40 13 13 16 1 149 51 160 159 39 43 0 48 0 483
split_gain=0.596586 0.517308 0.405451 0.265031 0.288566 0.250063 0.214653 0.362451 0.295263 0.265332 0.251776 0.259003 0.217044 0.215071 0.198723 0.193271 0.220416 0.315963 0.236346 0.291181 0.200335 0.205787 0.369708 0.260137 0.206816 0.351316 0.26135 0.265598 0.225577 0.20447
threshold=0.090365000000000015 0.31370500000000007 0.10613500000000002 -0.22597999999999999 0.024790000000000003 -0.24165499999999998 0.095500000000000015 -0.11242999999999999 0.10358500000000001 -0.04890499999999999 1.0000000180025095e-35 0.0064400000000000004 -0.14179999999999995 -0.052894999999999991 0.084055000000000005 -0.084709999999999994 -0.17933499999999997 -0.42195999999999995 -0.14771999999999999 0.084785000000000013 0.079625000000000015 0.089355000000000004 -0.51146999999999987 -0.46048499999999998 0.092440000000000008 -0.52440999999999993 -0.13027499999999997 0.085845000000000019 -0.14832499999999996 0.097985000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 8 9 -6 11 12 -9 -14 -11 -7 17 -17 19 -18 21 24 -23 -24 25 -20 27 28 -27 -25
right_child=-2 2 -4 4 6 15 -8 10 -10 14 -12 -13 13 -15 -16 16 18 -19 20 -21 -22 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.0036046401694311793 -0.0022714672726697072 -0.00089492507135128629 0.0022569235107996015 0.0036353911053006267 0.00057399313721763685 0.00027865296557033988 -0.00089627552287187132 -0.0014577661210762084 0.00036799491249577448 0.0042794564395882678 0.0028512484798378212 -0.0017681982147273363 -0.0011440800092373368 0.00089896253098016923 0.0021782864796767326 0.001619882267312669 0.0016620718588767919 -0.0018178488088019065 0.0041351800725991433 0.0048265352392196596 0.0033235582724722929 -0.0017364306756449904 0.0033811789785360728 0.00069844429717931804 -0.00053310350894882682 0.00057627825826228347 0.0015323273082086866 0.0023626775450862844 -0.0020611942558055167 0.0029131799613131199
leaf_weight=22 21 80 23 22 38 66 27 20 56 24 22 20 24 374 110 25 35 22 22 20 24 22 20 208 22 40 1649 21 22 20
leaf_count=22 21 80 23 22 38 66 27 20 56 24 22 20 24 374 110 25 35 22 22 20 24 22 20 208 22 40 1649 21 22 20
internal_value=0 0.00126671 -0.000191114 0.00131681 0.00129989 0.00141579 0.000933567 0.00100538 0.00168745 0.00211704 0.000667309 0.000557614 0.000668897 0.000775764 0.00255462 0.00139397 0.00142786 1.07316e-05 0.0014592 0.00281279 0.00142324 0.00140095 0.000862823 0.0010934 0.00148276 0.00150804 0.00147467 0.00032917 -0.000359599 0.000892719
internal_weight=0 3100 103 2997 2975 2260 715 688 228 172 460 438 418 398 134 2238 2172 47 2125 55 2070 2046 270 248 1776 1754 1732 83 62 228
internal_count=3121 3100 103 2997 2975 2260 715 688 228 172 460 438 418 398 134 2238 2172 47 2125 55 2070 2046 270 248 1776 1754 1732 83 62 228
is_linear=0
shrinkage=0.0209212


Tree=2927
num_leaves=31
num_cat=0
split_feature=1 3 39 4 1 2 14 4 4 133 0 15 52 4 47 133 3 0 4 0 51 4 3 12 16 49 47 0 1 49
split_gain=67.3015 11.5285 6.4615 5.28156 4.0562 3.8716 2.88205 2.65803 2.32414 1.91917 1.56375 1.6595 1.50687 1.57636 1.47553 1.39764 1.30632 1.29035 1.34232 1.32653 1.22611 1.16298 1.96938 1.12765 1.1333 1.09957 1.05808 2.34544 1.12531 0.903317
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.13657000000000002 0.11362000000000001 0.062655000000000016 -0.065794999999999979 0.033845000000000007 -1.0000000180025095e-35 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.24564500000000003 0.13082500000000002 0.089200000000000015 -0.016324999999999996 -0.079119999999999982 -0.49013999999999996 -0.062764999999999974 -0.031924999999999995 -0.17966999999999997 -0.10519499999999998 0.09320500000000001 0.26676500000000009 -0.054984999999999992 0.10019500000000002 -0.11991499999999998 0.11669000000000002 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 25 15 6 8 -7 10 -4 11 -1 13 20 -6 26 -9 -12 23 -20 -10 -21 -23 24 -19 -2 28 -28 -3 -13
right_child=1 4 9 -5 14 7 -8 16 12 -11 17 29 -14 -15 -16 -17 -18 18 19 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017676026045181773 0.0010836205377097998 0.0009535009408801362 0.0015074824911988473 0.00087513494419196936 0.00042016481594662125 0.00070145220684987044 0.0019211066140182272 0.001464881400526967 0.00097740416816511039 0.0010258032974342652 0.0016474253120856461 0.0014616562130991425 0.0015919237810304103 0.00084388961076141118 0.00093794299917553798 0.00056462430954321312 0.00096453230081065052 0.0020546841484768625 0.0015447558691315971 0.0015133736492824324 0.0014615418845098647 0.00066951916326050184 0.0014391805610000912 0.0014491212349751464 0.0016327911596158394 0.0015157009698745533 0.00080002364682083178 0.0016072034871653553 0.00067031261873686215 0.0010026505370295329
leaf_weight=23 23 131 38 84 129 21 85 119 21 95 1187 24 88 22 21 45 20 39 371 41 94 20 24 37 45 121 27 21 71 34
leaf_count=23 23 131 38 84 129 21 85 119 21 95 1187 24 88 22 21 45 20 39 371 41 94 20 24 37 45 121 27 21 71 34
internal_value=0 0.000904893 0.0015517 0.00123612 0.000735189 0.00157401 0.00159419 0.00130214 0.00158077 0.00116343 0.00160197 0.00135586 0.00140696 0.00128815 0.000492654 0.000858511 0.00139289 0.00161327 0.001543 0.00149799 0.00137313 0.00129387 0.00108933 0.00171261 0.00182867 0.00144669 0.000911411 0.00115316 0.000853964 0.00119258
internal_weight=0 673 2448 228 445 2315 2155 160 2070 133 1845 81 225 137 150 295 139 1764 577 456 115 85 44 121 84 144 250 48 202 58
internal_count=3121 673 2448 228 445 2315 2155 160 2070 133 1845 81 225 137 150 295 139 1764 577 456 115 85 44 121 84 144 250 48 202 58
is_linear=0
shrinkage=0.00181146


Tree=2928
num_leaves=31
num_cat=0
split_feature=2 0 30 3 121 15 0 482 15 41 1186 3 12 1209 3 4 40 4 15 13 150 12 12 12 51 31 12 4 1455 160
split_gain=0.620724 0.33084 0.325727 0.336359 0.3159 0.242074 0.493163 0.206865 0.211384 0.256081 0.243977 0.247093 0.277638 0.257746 0.242367 0.293322 0.237533 0.306361 0.375862 0.290398 0.264344 0.210096 0.430614 0.344333 0.207778 0.204468 0.196408 0.18506 0.180819 0.179945
threshold=0.13622000000000004 0.034820000000000011 0.086065000000000016 0.31370500000000007 -0.080284999999999981 -0.03241999999999999 -0.050064999999999991 0.11816500000000001 0.013270000000000002 0.075585000000000013 0.085175000000000015 -0.076514999999999986 -0.12529499999999996 0.086895000000000014 -0.047929999999999993 -0.03898999999999999 1.0000000180025095e-35 0.42642000000000008 -0.23909999999999995 -0.071554999999999994 0.12416000000000001 0.082850000000000021 0.083785000000000012 0.084100000000000022 0.080335000000000018 -0.081689999999999985 0.084595000000000017 -0.046564999999999988 -0.041319999999999989 0.0065900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 -7 8 10 14 11 13 -13 28 15 21 17 18 -14 -19 -20 -10 -23 -24 -11 -4 -25 -16 -6 -30
right_child=1 -3 25 -5 7 6 -8 -9 9 24 -12 12 16 -15 27 -17 -18 19 20 -21 -22 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0040064100748554814 0.00097764790298644419 -0.0019068584001750172 0.001017662557869904 -0.0003490752493790322 0.00049373560044424069 -0.0030187122448096446 0.0013287332189021962 0.0029644328474875462 -0.00024589382239280166 0.0044930613175917771 -0.00041012818289361144 0.0031534772967051409 -0.0018681581391375925 -0.00063463198867853561 0.0018537817819148426 -4.9792236977825201e-05 -0.001250190221913303 0.00088218545546591635 0.0010871961513014038 0.0042615749714641346 -0.0013167530065038412 0.0042620413987908383 -0.00078890529645274702 0.0036615269349568806 0.0017649315402700583 -0.0011784501657992048 0.001605542181333971 0.0040421216805731682 0.001550877551138208 0.0023397793128159487
leaf_weight=21 155 25 42 42 57 21 23 39 25 24 34 25 20 22 37 47 20 20 509 23 20 26 25 20 23 31 864 29 705 147
leaf_count=21 155 25 42 42 57 21 23 39 25 24 34 25 20 22 37 47 20 20 509 23 20 26 25 20 23 31 864 29 705 147
internal_value=0 0.000317107 0.00143779 0.00147276 0.00150027 0.000596499 -0.000746184 0.0014812 0.00145995 0.00167613 0.00130882 0.00134609 0.00103482 0.00155907 0.00161121 0.0015323 0.000948269 0.00102254 0.000891957 0.00268977 0.00099631 0.00160975 0.00165937 0.00158492 0.00315802 8.50667e-05 0.00165206 0.00281533 0.00161217 0.00168699
internal_weight=0 224 2897 2824 2782 199 44 2761 2722 1120 1602 1568 637 931 1073 1007 612 592 549 43 529 960 935 909 47 73 884 66 909 852
internal_count=3121 224 2897 2824 2782 199 44 2761 2722 1120 1602 1568 637 931 1073 1007 612 592 549 43 529 960 935 909 47 73 884 66 909 852
is_linear=0
shrinkage=0.020511


Tree=2929
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 47 14 4 42 4 2 4 52 1 2 43 1 2 14 1 12 16 1 15 133 3 133 13 128 42
split_gain=47.5196 7.36672 5.47791 4.09062 2.88959 2.35593 1.90578 1.6719 1.65767 1.65625 1.38359 0.976642 0.956125 1.15239 1.31416 0.866144 0.78919 0.773279 0.840265 0.724637 0.674495 0.641659 0.634328 0.621354 0.589321 0.98595 0.593614 0.486912 0.508111 0.485731
threshold=0.104035 0.13210500000000003 0.087215000000000015 -0.076779999999999987 0.13404500000000005 0.13082500000000002 0.062655000000000016 0.26790000000000008 -0.0060199999999999993 0.27834500000000006 0.089885000000000007 -0.39518999999999993 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.080324999999999994 0.16540500000000002 0.14019000000000004 -0.46413499999999996 0.090540000000000023 0.095780000000000018 -1.0000000180025095e-35 0.11414000000000001 0.090455000000000021 0.032270000000000007 -0.10831999999999999 0.086990000000000012 0.049530000000000012 0.086950000000000013 0.089390000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 8 6 16 9 -4 -1 10 19 -2 -12 20 -15 -10 29 18 -13 -5 24 22 -20 -8 25 -14 -26 28 -21 -3
right_child=1 5 7 4 -6 -7 23 -9 15 -11 12 17 13 14 -16 -17 -18 -19 21 27 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0014328633950037115 0.0013107716503973099 0.00066854325877252312 0.0014346261276130686 0.0015852266213944425 0.0010488809101662189 0.0010786561268478847 0.0019653891071571062 0.00098367492097778679 0.001090892260900415 0.00098367245907691092 0.0017468826117387275 0.00127228847056989 0.0011258081332141277 0.0008192494965753083 0.0014048323968789726 0.00060862034323514043 0.00019473639232191173 0.00055328721600566427 0.00099073053848638439 0.0014672840349018747 0.0013976902533465276 0.00059537248363340984 0.00075069108091275951 0.0016272563710374433 0.0018543429860547812 0.0015008089478929551 0.0015495147079813713 0.0012370249945705711 0.0017822245066178672 0.00044966925510957629
leaf_weight=40 20 108 138 1090 49 38 48 41 41 22 43 21 32 23 41 22 22 28 118 188 302 30 66 37 28 171 200 31 22 61
leaf_count=40 20 108 138 1090 49 38 48 41 41 22 43 21 32 23 41 22 22 28 118 188 302 30 66 37 28 171 200 31 22 61
internal_value=0 0.000920338 0.00106287 0.00150307 0.00152 0.000632776 0.00153013 0.00133134 0.00112069 0.00151897 0.00152439 0.000893069 0.00146208 0.00144672 0.00119439 0.00092248 0.000544066 0.000861305 0.000898004 0.00156371 0.00146875 0.000861276 0.000904629 0.0018182 0.00151854 0.0014417 0.00158695 0.00146642 0.00150028 0.000589541
internal_weight=0 691 462 2430 2327 229 2278 179 103 2193 2171 283 840 797 64 63 191 263 235 1331 733 214 184 85 431 203 228 241 210 169
internal_count=3121 691 462 2430 2327 229 2278 179 103 2193 2171 283 840 797 64 63 191 263 235 1331 733 214 184 85 431 203 228 241 210 169
is_linear=0
shrinkage=0.00196078


Tree=2930
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 3 2 1 1 4 47 14 13 1 1447 159 52 52 1 49 15 1 0 13 0 3 150 14 1
split_gain=62.9462 10.2589 5.25033 4.42764 3.8069 3.28893 2.35016 2.13556 1.73592 1.6275 1.51965 1.49161 1.34263 1.20991 1.05222 1.04928 1.15827 1.20622 1.85613 2.19103 0.889599 0.766713 0.752736 1.21089 0.739786 0.672552 0.672327 0.631744 0.949542 0.73382
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.26790000000000008 0.31534000000000006 0.13501500000000002 0.076840000000000006 0.089775000000000008 0.12656000000000003 0.077845000000000011 -0.029144999999999997 0.10254000000000001 0.062655000000000016 -0.47860499999999995 0.091195000000000012 -0.082869999999999985 0.082585000000000006 0.086450000000000013 -0.45478499999999994 0.083345000000000016 -0.054984999999999992 -0.016799999999999995 0.084885000000000002 -0.072894999999999988 -0.0087749999999999981 -0.057069999999999989 -0.089819999999999983 0.082565000000000013 -0.41076499999999994 0.12165500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 6 7 8 12 11 -4 -8 24 14 -6 -1 -9 17 18 -17 25 -2 -12 23 -18 -3 -20 -16 28 -5 -30
right_child=1 4 9 27 13 -7 10 15 -10 -11 21 -13 -14 -15 26 16 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014747092451803043 0.00091729383578128447 0.00069249723651650075 0.0013336016966711652 0.00093752793755874923 0.00037668331334507829 0.00090741397445708971 0.0012023135737642382 0.0016394586104331039 0.00031886374829339568 0.00078173305293568974 0.00080114319579153103 0.00114955488121175 0.0017468577233978962 -8.4374743094904866e-05 0.0010512493687455304 0.0014168170248053235 0.0015524467811423831 0.0013892449299901463 0.001261945515943086 0.00079384892681497112 0.0013213662460005223 0.00039744600489706548 0.0018184573028043531 0.0010995768549143465 0.00033908460133471506 0.00093347407106011678 0.0013699012770329224 0.0010103207817018284 0.00068216734442501337 0.00018359283321461525
leaf_weight=1108 24 65 28 23 58 48 32 42 92 67 101 20 59 33 28 134 80 308 202 54 125 21 22 30 33 26 194 20 24 20
leaf_count=1108 24 65 28 23 58 48 32 42 92 67 101 20 59 33 28 134 80 308 202 54 125 21 22 30 33 26 194 20 24 20
internal_value=0 0.000729851 0.00138739 0.00105508 0.00056116 0.00140541 0.000649078 0.00141586 0.000516803 0.000944389 0.000829454 0.000671129 0.00146309 0.000209486 0.00145051 0.0013428 0.00132825 0.00129806 0.00123054 0.00114203 0.00125628 0.000731654 0.00149386 0.00142894 0.000573491 0.00122449 0.00132971 0.000710499 0.000621 0.000455543
internal_weight=0 691 2430 236 455 2335 364 2287 210 95 154 118 1389 91 1330 898 856 724 416 282 149 122 132 110 98 228 222 87 67 44
internal_count=3121 691 2430 236 455 2335 364 2287 210 95 154 118 1389 91 1330 898 856 724 416 282 149 122 132 110 98 228 222 87 67 44
is_linear=0
shrinkage=0.00192234


Tree=2931
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 16 4 1 2 49 50 1 49 2 1 40 0 39 2 4 2 52 2 4
split_gain=78.3921 12.7238 6.67443 6.39772 4.24059 4.07089 3.6779 2.83075 2.53781 2.42871 1.89154 1.66712 1.46579 1.36964 1.56183 1.27309 1.14526 0.854937 0.845539 0.812928 0.759506 0.709942 0.704507 0.702271 0.610229 0.599607 0.599073 0.573963 0.571623 0.517863
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.13501500000000002 0.09253500000000002 -0.52595999999999987 -0.062539999999999984 0.089770000000000016 0.08647500000000001 -0.054984999999999992 0.041865000000000006 0.075045000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13075500000000004 -0.077474999999999988 -0.019414999999999998 0.096625000000000016 0.31358000000000003 0.061775000000000004 0.088850000000000012 0.40674500000000008 0.11411 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 21 13 25 11 -4 -7 -10 26 19 -2 24 22 -19 -15 28 -3 -13 -14 -6 -8 27 29 -5 -1
right_child=1 4 10 20 16 9 8 -9 12 -11 -12 17 23 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016249332077933345 0.00073655802502577139 0.00032279559879419556 0.0011319940061011008 0.00085029168369333392 4.3385313654810158e-05 0.00066826838796292813 0.0011672183594193049 0.0016845485616243086 0.00093313416440470194 0.00074570334184865411 0.0005912231320550341 0.0011831291008571113 0.00048284694556099402 0.00093036073459537843 0.00070707987775362672 0.0012107816150203942 0.00038833315951888756 0.0010463327193433389 0.0014168703701654332 0.0012619614244219078 0.00021560657062242152 4.940356008767637e-06 0.00091907489006889964 0.00016966860570174445 -0.00030440264140742441 0.00077347351080231852 0.001271656989982343 0.001060650451093642 0.00047218207185982969 0.0013553755601896941
leaf_weight=25 23 47 34 21 61 21 23 70 22 48 63 374 132 28 21 121 26 27 95 256 24 49 38 30 24 31 416 22 39 910
leaf_count=25 23 47 34 21 61 21 23 70 22 48 63 374 132 28 21 121 26 27 95 256 24 49 38 30 24 31 416 22 39 910
internal_value=0 0.000543716 0.00125575 0.000898646 0.000361864 0.00127534 0.000465844 0.0013205 0.000588985 0.00114444 0.000780772 0.00117892 0.000485624 0.00130532 0.00119331 0.00113504 4.89865e-05 0.00119901 0.00133487 0.00122927 0.000493402 0.000160557 0.00115877 0.000424851 -5.48136e-05 0.00094118 0.0013302 0.00135564 0.00060452 0.00136258
internal_weight=0 673 2448 228 445 2351 334 1748 238 603 97 555 184 1678 305 144 111 534 122 284 84 96 412 162 85 54 1373 957 60 935
internal_count=3121 673 2448 228 445 2351 334 1748 238 603 97 555 184 1678 305 144 111 534 122 284 84 96 412 162 85 54 1373 957 60 935
is_linear=0
shrinkage=0.00184769


Tree=2932
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 12 2 150 4 2 43 41 2 52 16 0 12 39 3 43 15 4 16 0 160 1 4 4
split_gain=47.7102 6.54044 4.99107 3.24514 2.91326 2.34833 2.35295 2.07226 1.64415 1.48873 1.44658 1.32707 1.15907 0.93629 0.927185 0.860995 0.791774 0.805832 0.966005 0.790618 0.764656 0.892722 0.708535 0.694192 0.933108 0.664564 0.690601 0.641804 0.523661 0.88955
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 -0.025214999999999998 0.090285000000000018 0.11362000000000001 0.09487000000000001 0.033845000000000007 0.11177500000000001 -0.066504999999999995 0.075585000000000013 0.087470000000000006 0.056145000000000007 -0.073849999999999985 -0.091069999999999984 0.13597000000000004 0.096625000000000016 0.095270000000000007 -0.083134999999999987 0.040760000000000005 -0.011209999999999999 -0.008904999999999998 -0.11437499999999999 0.085045000000000023 0.122715 -0.062539999999999984 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 8 6 19 13 9 12 16 -8 14 25 -1 -7 -9 -18 -19 -3 21 -6 -15 -13 -25 26 -4 -2 -14 -30
right_child=1 5 7 -5 20 15 11 10 -10 -11 -12 23 28 22 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00079262335671652492 0.0013396590666607743 0.00065064520981808092 0.00094814410040721796 0.00074672760010374803 0.00091443301123522649 0.000224408717748704 0.0011720366570391724 0.0014406198139374079 0.00083939012563807695 0.00084548582914760072 0.0011716776031342779 0.001068471470198319 0.001524863273465108 0.0014641195418313327 0.0012689541107041926 0.0006083364418496412 0.0016224090089956707 0.0013188321485251022 0.00093821383229565614 0.00038057136759040181 0.0010779235879420286 0.00041529586011027601 0.0018548413354977139 0.00081402128349108028 0.0003855811816423513 0.0014433520213874521 0.0014434154711966967 0.0010139711766556153 0.0010527461872406108 0.0014208962146495074
leaf_weight=21 83 99 20 74 35 59 39 293 31 24 171 22 80 32 47 32 29 450 25 63 39 20 34 65 25 1035 20 29 31 94
leaf_count=21 83 99 20 74 35 59 39 293 31 24 171 22 80 32 47 32 29 450 25 63 39 20 34 65 25 1035 20 29 31 94
internal_value=0 0.000760539 0.00135567 0.00105298 0.00116857 0.0006259 0.000703376 0.0013931 0.0012524 0.00129551 0.00132897 0.000872627 0.00133507 0.00144752 0.00112185 0.000359416 0.00136271 0.00131742 0.0012988 0.000545616 0.000876065 0.000732929 0.0016654 0.000768369 0.00069501 0.00143414 0.00119578 0.00125533 0.0014058 0.0013296
internal_weight=0 590 2531 186 422 404 313 2109 328 297 968 151 273 1141 68 91 797 504 475 162 94 55 66 112 90 1075 40 112 205 125
internal_count=3121 590 2531 186 422 404 313 2109 328 297 968 151 273 1141 68 91 797 504 475 162 94 55 66 112 90 1075 40 112 205 125
is_linear=0
shrinkage=0.00188464


Tree=2933
num_leaves=31
num_cat=0
split_feature=4 2 1 1213 2 403 0 16 49 13 2 151 1 4 4 48 0 9 1 51 2 1429 3 3 13 52 1 0 2 1446
split_gain=1.34673 0.371227 0.321744 0.344938 0.344857 0.281896 0.341038 0.350722 0.399026 0.335737 0.264114 0.257132 0.227583 0.218008 0.2929 0.227541 0.214558 0.241555 0.205113 0.227699 0.20378 0.56083 0.255327 0.267536 0.35627 0.222041 0.458875 0.267496 0.344198 0.226751
threshold=0.27044500000000005 0.17025000000000004 0.090540000000000023 0.0036000000000000003 -0.0091949999999999983 -0.52336499999999997 -0.079829999999999998 -0.010264999999999998 -0.052259999999999994 -0.0072999999999999992 0.25063000000000007 -0.088329999999999978 0.08592000000000001 -0.050494999999999991 -0.011884999999999998 0.10607000000000001 -0.069444999999999993 -0.08477999999999998 0.094825000000000007 0.091630000000000003 0.08647500000000001 0.084770000000000012 -0.15956499999999998 -0.12018999999999998 0.038215000000000006 0.11125500000000001 0.080000000000000016 -0.099059999999999995 0.080205000000000012 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 16 -6 7 11 -9 -10 12 -7 -2 -13 -15 18 -4 -18 -16 -20 21 25 -22 24 -24 27 -27 28 -1 -29
right_child=10 -3 3 -5 5 6 -8 8 9 -11 -12 13 -14 14 15 -17 17 -19 19 -21 22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0063074704152097771 0.0030361236088283388 3.5464588472295773e-05 0.0023939317651570915 -0.00067046473002824538 -0.0001904420022885163 0.00024821756414820597 0.0026220072290560337 0.0021739145593492768 0.0012623600918664482 -0.0021955605085437198 -0.0012077105190238583 0.00048329557890737458 0.00087924050836652096 0.0049179857722304425 0.003532876376980445 0.004335835425899855 0.0013923999011150327 -0.0013302386154788897 0.0021765470247990773 -8.0204837428337673e-05 0.0039293526526221496 -0.00051815107639849593 0.0022312673915355209 0.0022179002939735535 -0.0011215261440491397 -0.0004011312175079486 0.0034967730063568503 0.0025548800533763036 0.0031326481628773007 0.0038765974578333804
leaf_weight=20 22 33 21 22 22 27 331 36 21 27 24 22 319 21 27 20 26 29 62 27 35 23 30 1166 24 27 24 521 51 61
leaf_count=20 22 33 21 22 22 27 331 36 21 27 24 22 319 21 27 20 26 29 62 27 35 23 30 1166 24 27 24 521 51 61
internal_value=0 0.00219785 0.00222406 0.00185942 0.00193683 0.00209126 0.0021721 0.00165858 0.000541552 -0.00068272 0.00087202 0.00211406 0.00101839 0.0023955 0.00266346 0.00231533 0.000630237 -4.31731e-05 0.00196697 0.00149191 0.00236038 0.00263364 0.00220209 0.00215254 0.000741137 0.00273661 0.00143318 0.00283841 0.00402696 0.00269341
internal_weight=0 2756 2723 741 719 643 621 290 84 48 365 206 341 179 157 136 76 55 116 89 1982 727 1255 1220 54 704 51 653 71 582
internal_count=3121 2756 2723 741 719 643 621 290 84 48 365 206 341 179 157 136 76 55 116 89 1982 727 1255 1220 54 704 51 653 71 582
is_linear=0
shrinkage=0.020511


Tree=2934
num_leaves=31
num_cat=0
split_feature=1 12 132 403 160 2 483 47 149 1 156 0 0 131 4 52 1 51 52 151 150 151 16 0 13 52 13 402 41 4
split_gain=1.09391 0.308212 0.408596 0.330549 0.234048 0.227 0.22568 0.20635 0.240207 0.238178 0.211307 0.438328 0.271889 0.258135 0.19657 0.183595 0.174357 0.172724 0.3834 0.301381 0.175647 0.171885 0.160981 0.312053 0.290705 0.282172 0.295202 0.257147 0.392495 0.388462
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 0.085340000000000013 -0.43215499999999996 -0.080614999999999978 -0.070084999999999981 0.085505000000000012 0.081720000000000015 0.14262000000000002 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.096070000000000016 0.022185000000000003 0.056145000000000007 0.14554000000000003 0.092545000000000016 -0.067494999999999986 0.092070000000000013 -0.094239999999999977 -0.088784999999999989 -0.0073349999999999986 -0.09515499999999999 -0.019614999999999997 -0.10925999999999998 0.0049450000000000006 0.088920000000000013 0.075585000000000013 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -6 8 10 14 11 12 -2 15 -9 16 -14 19 -19 20 -8 -22 25 24 -24 -7 -27 28 29 -25
right_child=7 5 -4 -5 6 22 17 9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=0.0035137576651824518 -0.0010091151584600659 0.0036073824964317487 -0.00090337467246012272 0.0035489140297221057 0.0032112435874246041 0.0034968667560607413 0.00017167740080834177 0.0033485846105852138 0.0024320451382591917 -0.00034327920074691019 0.0020201242086518223 -0.0020891791087200369 -0.00048423073133537192 0.0027388857638381103 0.0012815952020438534 0.0019014318154626393 0.0015453921985458957 0.0018431069079546435 -0.0012734744110296208 -0.00082968640298749336 0.0031202009246681659 0.0015450801108799449 0.0049876051627762517 0.0040835008114340418 0.0018612877029792101 0.0021153890965925877 0.0013063098387611858 0.0029156006302554706 -0.0011894445079988472 0.0014636703491087964
leaf_weight=20 39 31 26 30 24 49 32 25 20 22 22 31 64 22 55 25 21 30 29 21 28 342 20 22 25 1238 195 50 20 543
leaf_count=20 39 31 26 30 24 49 32 25 20 22 22 31 64 22 55 25 21 30 29 21 28 342 20 22 25 1238 195 50 20 543
internal_value=0 0.00186025 0.00146485 0.00157559 0.00146304 0.00196518 0.00138199 0.00070771 0.00040253 0.00143775 0.000221323 2.54144e-05 0.000408762 0.00082768 0.00192753 0.000445439 1.72055e-05 0.0012909 0.000311228 0.00142755 0.00154546 0.00166428 0.00194163 0.00169542 0.00325076 0.00205461 0.00200529 0.0015852 0.00147149 0.00156568
internal_weight=0 2775 582 556 526 2193 506 346 244 102 224 202 171 132 80 110 85 482 59 423 402 370 2162 680 45 1482 1433 635 585 565
internal_count=3121 2775 582 556 526 2193 506 346 244 102 224 202 171 132 80 110 85 482 59 423 402 370 2162 680 45 1482 1433 635 585 565
is_linear=0
shrinkage=0.0193279


Tree=2935
num_leaves=31
num_cat=0
split_feature=4 2 3 2 106 44 48 48 49 392 3 401 12 16 14 4 1184 390 1212 1211 50 51 51 1 16 1212 2 2 52 1447
split_gain=0.943892 0.271608 0.221867 0.214331 0.206511 0.198688 0.211706 0.193024 0.227851 0.173329 0.167685 0.184176 0.352062 0.169912 0.266071 0.186129 0.167108 0.187807 0.15994 0.186625 0.172222 0.340807 0.461946 0.226283 0.359276 0.230799 1.12395 0.287372 0.349713 0.319857
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.085655000000000009 1.0000000180025095e-35 0.14505500000000002 0.12118000000000002 1.0000000180025095e-35 0.091685000000000003 -0.13309499999999996 0.085605000000000014 -0.10022999999999999 -0.4179199999999999 -1.0000000180025095e-35 0.51303500000000013 0.084515000000000021 0.088485000000000008 0.14338500000000001 0.11864500000000001 0.082725000000000007 0.11917000000000001 0.095820000000000016 0.08864000000000001 0.38525000000000004 0.091315000000000021 0.086000000000000007 0.084305000000000005 -0.04127999999999999 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 9 8 10 16 -2 12 -12 -14 15 -15 17 18 19 20 21 22 23 25 -25 27 -27 28 -1 -30
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00092371242869798914 0.0016152002784054333 -6.5234838534734005e-05 0.00063091778060686608 -0.0012310649880166375 0.00018077894086148116 0.0034252231641433914 -0.00017478090716905716 -0.00091668877023418137 0.0021819654527283593 0.0037717051287641376 0.0027308040671429161 -0.0015357225405378439 0.00092064944597016439 0.0016422397520537782 -0.0022169128728937886 -0.0010959927675666132 0.0035213991069416471 8.7935205709350478e-05 0.0034597545187081964 0.00027313400724893796 0.0022763161094436846 0.0044649159170078011 -0.00060077877006045144 0.001031558616448196 0.0023090036944070601 -0.0031401827443688205 0.0023377927329815153 0.0019129299063332047 0.00076854345558903276 0.0035927999482613703
leaf_weight=37 71 33 63 24 31 40 22 26 60 23 30 20 73 26 27 20 29 26 30 32 478 22 36 320 146 23 66 1126 21 140
leaf_count=37 71 33 63 24 31 40 22 26 60 23 30 20 73 26 27 20 29 26 30 32 478 22 36 320 146 23 66 1126 21 140
internal_value=0 0.00185907 0.00188249 0.000720309 0.00191227 0.00193278 0.00190961 0.00085298 0.000993688 0.00192756 0.000726659 0.00040479 0.000625303 0.000192665 -0.000535319 0.000451704 0.00191081 0.00189215 0.00191109 0.0018921 0.00191355 0.00182403 0.00179369 0.00183957 0.00143179 0.00197405 0.000922136 0.00204476 0.00279449 0.00322442
internal_weight=0 2744 2711 377 2648 2617 2577 353 327 2555 267 196 176 146 73 46 2532 2503 2477 2447 2415 1937 1915 1879 466 1413 89 1324 198 161
internal_count=3121 2744 2711 377 2648 2617 2577 353 327 2555 267 196 176 146 73 46 2532 2503 2477 2447 2415 1937 1915 1879 466 1413 89 1324 198 161
is_linear=0
shrinkage=0.0213396


Tree=2936
num_leaves=31
num_cat=0
split_feature=4 2 130 1424 1455 0 157 11 159 157 39 0 0 9 40 132 3 4 0 0 14 0 401 4 4 52 16 403 157 0
split_gain=0.764552 0.240834 0.274238 0.265865 0.223839 0.207032 0.205445 0.243808 0.263978 0.284168 0.195727 0.191029 0.448421 0.396024 0.294779 0.252891 0.241332 0.318408 0.286791 0.193187 0.209194 0.189933 0.40738 0.489039 0.795393 0.424859 0.350133 0.344061 0.236681 0.231874
threshold=0.26790000000000008 0.10774000000000002 -0.0091299999999999975 1.0000000180025095e-35 -0.23681499999999997 0.13134000000000004 0.17142500000000002 0.090070000000000025 -0.21548999999999999 -0.065184999999999979 -1.0000000180025095e-35 -0.10836499999999999 -0.13027499999999997 -0.084244999999999987 -0.078554999999999986 0.093030000000000015 0.31534000000000006 0.42642000000000008 -0.23091999999999999 -0.081894999999999982 -0.47071999999999997 -0.076579999999999995 0.080710000000000018 -0.17966999999999997 -0.14098499999999997 0.084505000000000011 -0.082404999999999992 -0.072624999999999981 -0.0045449999999999996 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 -4 -10 -6 12 14 -13 -2 19 17 18 -16 -15 -21 -12 23 25 -25 28 -26 29 -23 -28
right_child=11 2 5 -5 10 -7 -8 -9 9 -11 21 13 -14 15 16 -17 -18 -19 -20 20 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.003474510674280817 -0.001755867159411629 -0.0012120445711456785 0.0039111172246664265 0.0041559617652948706 0.0036930755430552797 -0.00061366041195403613 -0.00043714055281748876 0.0039090102148900512 -0.00057786246522348057 0.0015671506091040704 0.0018722561532952069 -0.0027511549351547124 0.003546642768286804 -0.00075261239427662193 -0.00045615220789402543 -0.0015885187293065031 -0.00083749184886005809 0.0039533664874960642 0.0023684571379190607 0.003145038221429751 0.0008130740625412466 0.0030839112096931898 -0.0015652953793375351 -0.0031181361748242272 -0.0011445056722705995 0.0046796945223677375 0.003398835977257431 0.0010477614581442119 0.0010717160322095186 0.0011136994604106865
leaf_weight=39 21 21 21 24 26 24 25 22 34 291 1676 20 33 30 37 24 25 22 34 23 108 50 22 21 26 36 65 220 68 33
leaf_count=39 21 21 21 24 26 24 25 22 34 291 1676 20 33 30 37 24 25 22 34 23 108 50 22 21 26 36 65 220 68 33
internal_value=0 0.00174076 0.00126351 0.00183141 0.00180696 0.00138817 0.00151042 0.00164273 0.00149863 0.00134275 0.00177796 0.000674469 0.00122007 0.000216692 0.000667723 0.000537541 0.00109904 0.00161961 0.000896478 0.000854469 0.0012225 0.0017555 0.00139381 0.00151924 0.00107656 0.00256845 0.00133264 0.00153517 0.00192434 0.00262935
internal_weight=0 2744 438 2306 2282 417 393 368 346 325 2243 377 172 205 139 185 118 93 71 161 131 2217 541 519 365 154 344 318 118 98
internal_count=3121 2744 438 2306 2282 417 393 368 346 325 2243 377 172 205 139 185 118 93 71 161 131 2217 541 519 365 154 344 318 118 98
is_linear=0
shrinkage=0.0222017


Tree=2937
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 3 4 14 12 39 2 47 52 1 4 3 14 1 0 15 124 11 4 43 1
split_gain=87.3895 10.7075 9.52585 5.47131 4.84368 4.49006 3.43085 2.96212 2.80861 3.30772 2.04931 1.96815 1.87485 1.33056 1.27937 1.27238 1.26022 1.18313 1.66757 1.03636 1.79033 0.957428 0.918298 0.916754 1.47729 0.886516 0.855652 1.37402 0.85089 0.76976
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.033845000000000007 0.076175000000000007 0.13597000000000004 0.096625000000000016 0.11411 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.062539999999999984 0.092670000000000016 -1.0000000180025095e-35 0.16175000000000003 -0.11437499999999999 -0.095244999999999982 -0.072314999999999977 0.080455000000000013 -0.15464999999999998 -0.081289999999999987 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 8 12 -6 29 -10 -1 13 23 26 21 -2 19 18 25 -12 -21 -11 -7 24 -4 -9 27 -8 -20 -3
right_child=1 5 6 -5 7 22 11 17 9 14 16 -13 -14 -15 -16 -17 -18 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084167845442484823 0.0013142359398820923 0.00058992580331121858 0.0015543508173048533 0.00060366973335202411 0.0014618272856891602 0.00023730333703067658 0.00099064357125739429 0.00075985835462996382 0.0011383192239066771 0.00093178060925019348 0.0015084798118010462 0.0011661569948691181 0.0018443503886895415 0.001014505905920108 0.00024093111608954024 0.00081999648269832036 0.0016947074209341412 0.0012084081102789136 0.00080075132881640265 0.0013209950452970638 0.00075985443782531422 0.00057086278963500896 -0.00017512764369878421 0.0014883277624747465 0.00088820897436166983 0.0011787118393969149 0.0015966676639978901 0.0014005876324113765 0.00041550363984609213 0.00021851870357448872
leaf_weight=26 92 24 21 74 28 90 27 30 42 30 57 156 46 29 29 20 32 23 33 97 22 102 21 1170 21 34 65 574 40 66
leaf_count=26 92 24 21 74 28 90 27 30 42 30 57 156 46 29 29 20 32 23 33 97 22 102 21 1170 21 34 65 574 40 66
internal_value=0 0.000625795 0.00138478 0.000978394 0.00114121 0.00046346 0.00143352 0.000928944 0.000578697 0.000694472 0.00131176 0.00134643 0.00149243 0.00138689 0.000578686 0.00122598 0.00137052 0.000835689 0.000773116 0.00131157 0.00121725 0.00065289 0.000159276 0.00147907 0.00122128 0.000982374 0.00140311 0.00138217 0.000589657 0.000317561
internal_weight=0 590 2531 186 422 404 2109 188 293 203 234 851 1258 695 161 112 208 160 137 176 119 132 111 1212 42 64 666 601 73 90
internal_count=3121 590 2531 186 422 404 2109 188 293 203 234 851 1258 695 161 112 208 160 137 176 119 132 111 1212 42 64 666 601 73 90
is_linear=0
shrinkage=0.00177594


Tree=2938
num_leaves=31
num_cat=0
split_feature=4 2 49 52 48 11 52 15 2 16 0 96 1 0 48 0 48 1446 2 149 52 455 52 160 160 399 481 42 42 42
split_gain=0.842295 0.270491 0.290919 0.226856 0.306507 0.216096 0.364048 0.5736 0.289398 0.239075 0.233234 0.251364 0.195676 0.205139 0.194668 0.225878 0.297674 0.205993 0.192925 0.188813 0.186411 0.181102 0.17588 0.172928 0.207299 0.173549 0.187078 0.281516 0.569263 0.36193
threshold=0.26790000000000008 0.10188000000000001 0.15665000000000004 0.50128500000000009 0.14174500000000004 1.0000000180025095e-35 -0.082554999999999976 0.024640000000000006 -0.0091949999999999983 -0.10850999999999998 -0.07384499999999998 0.083725000000000008 0.15471500000000002 0.062580000000000011 -0.065224999999999991 -0.094654999999999975 0.10668000000000001 0.10734500000000001 0.17025000000000004 0.091325000000000003 0.039215000000000007 0.08729000000000002 -0.087284999999999988 -0.54913999999999985 -0.53327999999999987 -0.088409999999999989 -0.0015899999999999998 0.088295000000000012 0.090690000000000007 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 14 8 -7 -8 10 -9 -1 -12 13 19 -3 16 22 18 -17 20 -2 23 -16 -10 -25 -26 27 29 -29 -27
right_child=12 2 -4 -5 -6 6 7 9 21 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0020499894754594495 0.00022926301351333133 0.0031488920234856838 -0.00095183164427430783 0.0029210822085782447 -0.00078631297376340699 0.0042301049005916153 -0.00039208032892783132 0.0018395686707399796 0.0028190332590609544 0.0046369512833414088 -0.0012146770723681498 0.0014015230041988559 -0.00075647586563588561 0.0026602159660554367 -0.0012786186949057805 0.0017194850298705606 0.0026719116514741623 -0.00037617172738705712 -4.211684252836591e-05 0.0024615787589685146 0.0013089724241449215 0.0030964854131109248 0.00056933710462153501 2.2737877852557952e-05 0.0031277150511229489 0.0021258625322770524 0.0015774634760291957 -0.00084559319127356031 0.0026927531806024223 0.0044595902016876503
leaf_weight=26 220 21 22 31 27 33 28 25 48 21 34 23 35 20 26 327 20 21 25 20 82 34 74 29 30 92 1623 29 41 34
leaf_count=26 220 21 22 31 27 33 28 25 48 21 34 23 35 20 26 327 20 21 25 20 82 34 74 29 30 92 1623 29 41 34
internal_value=0 0.0015943 0.00122921 0.0013131 0.00122096 0.00169517 0.00254187 0.00178901 0.00165082 0.00311663 0.000532961 -0.000159017 0.000619981 0.000760846 0.0013264 0.00124877 0.000519376 0.00148343 0.00159437 0.000642873 0.000522429 0.00169816 8.88686e-05 0.00167348 0.0016442 0.00166963 0.00164558 0.00220962 0.00122687 0.0027556
internal_weight=0 2744 594 572 541 2150 107 74 2043 46 83 57 377 342 514 493 120 373 352 322 302 1960 100 1926 1878 1849 1819 196 70 126
internal_count=3121 2744 594 572 541 2150 107 74 2043 46 83 57 377 342 514 493 120 373 352 322 302 1960 100 1926 1878 1849 1819 196 70 126
is_linear=0
shrinkage=0.0193279


Tree=2939
num_leaves=31
num_cat=0
split_feature=4 2 16 150 400 39 11 2 1 13 1213 1212 1213 3 4 39 52 402 52 401 1427 2 52 52 0 12 159 52 52 12
split_gain=0.682259 0.22154 0.308955 0.269382 0.265967 0.257836 0.242506 0.229518 0.216087 0.225708 0.207421 0.372165 0.256534 0.218423 0.219271 0.206585 0.197878 0.190635 0.261181 0.258615 0.201141 0.185358 0.204748 0.424689 0.209508 0.250031 0.250992 0.21622 0.181785 0.183769
threshold=0.26790000000000008 0.092365000000000017 -0.45661999999999997 0.12244500000000001 -0.070649999999999991 0.098220000000000016 0.080455000000000013 -0.0091949999999999983 0.092390000000000014 -0.0075049999999999987 0.39818500000000007 0.11387000000000001 0.0036000000000000003 -0.15447499999999995 -0.49013999999999996 -0.04725999999999999 -0.075329999999999994 0.08865000000000002 0.029970000000000007 1.0000000180025095e-35 0.082260000000000014 0.092755000000000018 0.10024500000000001 0.086450000000000013 -0.010949999999999998 0.110195 -0.41538999999999998 0.5140450000000002 0.41173500000000007 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 15 7 8 -1 -10 11 13 -13 -9 -15 -6 -7 19 -19 20 21 -17 23 -23 25 26 27 -24 29 -28
right_child=-2 2 3 -5 5 16 -8 10 9 -11 -12 12 -14 14 -16 17 -18 18 -20 -21 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0024655159669122219 0.00062837939767569856 0.0030360680286630592 -0.00084491172839997472 -0.00096621462310668253 -0.00060667410466989501 0.0011226433649944201 0.0034363084526490904 -0.00045987795643787576 0.00089449121101960194 -0.0018804572105798861 0.0036360534472019731 0.0014254288371802208 -0.0019768085305628355 0.0035847387533858551 0.0017913710236050814 -0.00038586711118599501 -0.0018376942853864911 0.00129174270942214 0.0044076593717169424 -0.00077909572496737091 0.003616577534243898 0.0015988977998195914 0.0033942862326447323 0.0042726845193216453 -0.0009703225941902322 0.0032140432700218931 0.0025371733762226335 0.00054604665232664356 -0.0014640001327590503 0.00011758340682709383
leaf_weight=22 377 49 26 25 22 23 40 20 41 21 28 21 21 33 1525 25 20 26 25 24 21 455 28 30 24 25 20 23 23 58
leaf_count=22 377 49 26 25 22 23 40 20 41 21 28 21 21 33 1525 25 20 26 25 24 21 455 28 30 24 25 20 23 23 58
internal_value=0 0.0016159 0.00135183 0.00126242 0.00132446 0.00138914 0.00176075 0.00172205 0.000612213 -4.54107e-05 0.00177862 0.00174652 -0.00027569 0.00180034 0.00182936 0.00147439 -0.000254258 0.00153112 0.00281915 0.00144423 0.00151712 0.00145511 0.00152221 0.00176429 0.000938078 0.00119684 0.000865068 0.00210979 0.000236548 0.000737991
internal_weight=0 2744 972 923 898 872 1772 1732 84 62 1648 1620 42 1578 1558 829 43 807 51 756 732 711 686 485 201 177 152 51 101 78
internal_count=3121 2744 972 923 898 872 1772 1732 84 62 1648 1620 42 1578 1558 829 43 807 51 756 732 711 686 485 201 177 152 51 101 78
is_linear=0
shrinkage=0.0217664


Tree=2940
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 4 14 49 42 1 0 15 4 159 457 48 39 47 48 159 15 4 1 1 0 52 150 2
split_gain=48.0494 8.40903 3.75265 3.6424 3.17043 2.60993 1.69948 1.63464 1.16432 1.062 1.02523 0.964348 0.943691 1.65238 0.705596 0.703044 0.839327 0.619051 0.614503 0.543586 0.800843 0.5145 0.58732 0.844417 1.11291 0.523482 0.999758 0.509245 0.50634 0.501518
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.26790000000000008 0.11690500000000002 0.092235000000000025 0.13501500000000002 -0.064804999999999988 0.062655000000000016 -0.054984999999999992 -0.0060199999999999993 0.15799000000000005 -0.10151999999999999 -0.11713499999999999 0.0082450000000000006 0.082585000000000006 0.083570000000000019 -0.015314999999999997 0.084780000000000008 0.085505000000000012 0.11714000000000001 0.082585000000000006 -0.23060499999999998 -0.013125 0.086455000000000018 0.084885000000000002 -0.070154999999999981 0.12354000000000001 0.083340000000000011 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 15 8 17 -6 12 -2 -4 19 13 -1 -14 16 -3 -7 -12 27 -21 22 -19 -24 28 26 -23 -9 -25 -5
right_child=1 4 10 29 7 6 -8 11 -10 -11 18 -13 14 -15 -16 -17 -18 21 -20 20 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016306373125130893 0.00089111523656379681 0.00099327740488684788 0.0013393257352680378 0.00095195809211628968 0.00094652167654826281 0.0010120861201013112 0.00093129455269046245 0.0004110806056242623 0.0016619433555787619 0.0013239520177187963 0.0006202601631344868 0.00018548313015834315 0.0014211394143479625 0.0011251437127447043 0.0011952450050423905 0.00061244516073693145 0.00065677876890479694 0.0015964585044938382 0.00099248377885463742 0.00097969658166466018 0.00048592082677623985 0.0014951505827814602 0.0013364155448733772 0.0011992276298772673 0.00076372474354270768 0.0017052832658517811 0.0010319234751803655 0.00066355275159925319 0.0015141020900396099 0.00065705544889972168
leaf_weight=30 24 98 22 33 28 26 48 134 62 125 23 37 1328 98 51 38 36 21 50 20 28 59 334 195 20 20 23 36 20 54
leaf_count=30 24 98 22 33 28 26 48 134 62 125 23 37 1328 98 51 38 36 21 50 20 28 59 334 195 20 20 23 36 20 54
internal_value=0 0.000786646 0.00134987 0.00107532 0.000636914 0.0013648 0.00127463 0.000514268 0.00140883 0.00125423 0.000982688 0.000466805 0.00139842 0.00124362 0.00141279 0.00083871 0.000902875 0.00129758 0.000875208 0.000514552 0.000691661 0.00130831 0.00128694 0.00127552 0.00118896 0.0014319 0.00136522 0.000464545 0.00122852 0.000768915
internal_weight=0 691 2430 236 455 2335 766 283 1569 149 95 255 1507 128 1379 172 134 718 73 218 48 692 590 569 235 102 82 170 215 87
internal_count=3121 691 2430 236 455 2335 766 283 1569 149 95 255 1507 128 1379 172 134 718 73 218 48 692 590 569 235 102 82 170 215 87
is_linear=0
shrinkage=0.00188464


Tree=2941
num_leaves=31
num_cat=0
split_feature=1 2 160 454 13 43 1 1447 129 51 0 15 49 34 30 483 4 129 51 51 12 1209 1208 475 42 475 43 11 0 0
split_gain=0.736511 0.239876 0.254793 0.309243 0.224135 0.363366 0.191635 0.167917 0.177007 0.178101 0.185475 0.299406 0.178109 0.165966 0.172256 0.164142 0.173843 0.158957 0.15737 0.422832 0.445377 0.329753 0.317074 0.313872 0.424334 0.458703 0.300013 0.253135 0.322246 0.31438
threshold=0.12000500000000001 0.10527500000000002 -0.39198499999999997 -1.0000000180025095e-35 0.10935500000000002 -0.23229999999999998 0.16773500000000005 -1.0000000180025095e-35 0.086435000000000012 0.10027500000000002 -0.079829999999999998 -0.11033999999999998 -1.0000000180025095e-35 -0.11726499999999999 0.086065000000000016 0.098395000000000024 -0.034939999999999992 0.11234000000000001 -0.13782999999999998 -0.096089999999999981 0.086915000000000006 0.083050000000000013 0.106285 -0.085684999999999997 0.083795000000000022 -0.086424999999999988 -0.085154999999999995 0.086080000000000018 0.11070500000000001 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 7 -6 15 -5 9 10 11 -9 -12 -1 17 16 -2 18 26 20 -20 23 -23 24 25 -21 -15 28 29 -25
right_child=6 2 3 4 5 -7 -8 8 -10 -11 12 -13 -14 14 -16 -17 -18 -19 19 21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0035427687492650779 0.0017517175878124457 0.003418651724700841 -0.001386795787082067 -0.00014987539380619281 0.001465241935794673 -0.0019869686853180857 -0.0012371165243419112 0.0021662497952790981 -3.4165213262076428e-06 0.0031298944649711183 0.0034843200902598096 0.0001304074744368214 0.0016172777959050028 0.0045046553355691946 -2.702489699171729e-05 0.0025005195952417028 0.00036516080963265444 0.0034199185248738064 0.0013015688567250443 0.0024168757509583131 -0.0026002039838661909 0.0030704747576629342 0.00085583958679839877 0.0015633681321051949 0.001164233744126925 0.0063181376557029673 0.0018767703506127084 -0.0002162325165372513 0.0033036996349688451 -0.00055529221559338796
leaf_weight=20 45 21 20 29 29 23 23 47 32 29 24 86 206 23 25 20 246 22 32 32 20 122 35 1652 40 21 89 34 44 30
leaf_count=20 45 21 20 29 29 23 23 47 32 29 24 86 206 23 25 20 246 22 32 32 20 122 35 1652 40 21 89 34 44 30
internal_value=0 0.00158875 0.00120324 0.00111463 0.00121369 -6.16974e-05 0.000569502 0.00136009 0.00146337 0.00158311 0.00145954 0.00084984 0.0018121 0.00168268 0.00166593 0.00070311 0.000579577 0.0016852 0.00166765 0.00162698 -0.000199113 0.00167422 0.00257677 0.00159775 0.00275904 0.00396266 0.00241643 0.00153638 0.00157091 0.00152558
internal_weight=0 2787 546 525 505 52 334 453 424 392 363 133 230 2241 2221 311 291 2196 2174 2062 52 2010 157 1853 93 53 112 1760 1726 1682
internal_count=3121 2787 546 525 505 52 334 453 424 392 363 133 230 2241 2221 311 291 2196 2174 2062 52 2010 157 1853 93 53 112 1760 1726 1682
is_linear=0
shrinkage=0.020511


Tree=2942
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 159 4 2 14 376 2 15 15 52 1 124 47 2 13 15 1 4 3 0 43 16 0
split_gain=87.2747 10.887 9.39014 8.13546 5.8725 3.83017 3.35401 3.32571 3.27126 2.24515 2.23725 1.83326 1.48529 2.36548 1.48214 1.4737 1.25162 1.65162 1.24609 1.13627 1.11542 1.05929 1.04948 1.15439 1.02368 1.22644 1.0068 0.9418 0.871082 0.850042
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 -0.17966999999999997 0.090285000000000018 0.082585000000000006 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.084145000000000011 0.11177500000000001 -0.037864999999999989 0.13592500000000005 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.077555000000000013 0.11411 -0.083499999999999977 -0.41396999999999995 0.14326500000000003 -0.059649999999999988 0.090900000000000009 -0.13027499999999997 -0.081289999999999987 -0.013024999999999998 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 10 -3 -6 11 12 15 19 26 13 -5 21 29 17 18 -8 24 -2 -15 -7 -24 -1 28 -4 -19 -26 -9
right_child=1 5 7 8 6 22 16 9 -10 -11 -12 -13 -14 14 -16 -17 -18 27 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021006064359340442 0.0019084469290594716 0.0011059868367907573 0.0017123615485954199 0.0017331960785622689 0.0020782724690704452 0.0007544768235885291 0.001210259533627263 0.0023030145028058221 0.0007636222460838016 0.001742288078046996 0.0013224365423747245 0.0024858748414835559 0.00088801356580327532 0.0010484019601169753 0.00072027896343748656 0.0015007797739796421 0.0017659112156860257 0.0013152155009183016 0.0017585305546463017 0.0023136888418747287 0.0013975320484343112 0.0016789296233242189 0.00074264967302773506 0.00010481060108206435 0.001761046151209883 0.001416774352391561 0.0020957525245781849 0.0008677253110662979 0.0021791649643891778 0.0019902882369699673
leaf_weight=71 92 133 27 50 28 107 30 35 58 171 22 46 25 20 20 23 23 33 34 33 20 21 20 24 53 25 1068 40 30 739
leaf_count=71 92 133 27 50 28 107 30 35 58 171 22 46 25 20 20 23 23 33 34 33 20 21 20 24 53 25 1068 40 30 739
internal_value=0 0.00113984 0.00197727 0.00139644 0.00171027 0.000863358 0.00145222 0.00203069 0.00115351 0.00194615 0.0019176 0.00210241 0.00131979 0.00141704 0.00115789 0.0019899 0.00134266 0.0012716 0.00150153 0.00197936 0.00181721 0.00137136 0.000649652 0.000394737 0.00191773 0.0017975 0.0020863 0.00107002 0.00191217 0.00200443
internal_weight=0 590 2531 306 422 284 188 2109 194 968 234 1141 136 111 61 797 160 137 64 212 112 41 151 44 179 108 1095 73 83 774
internal_count=3121 590 2531 306 422 284 188 2109 194 968 234 1141 136 111 61 797 160 137 64 212 112 41 151 44 179 108 1095 73 83 774
is_linear=0
shrinkage=0.00196078


Tree=2943
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 4 0 2 1 47 14 0 12 0 0 15 52 457 1 2 4 0 12 15 43 0
split_gain=122.127 15.6482 13.9304 7.93477 7.85644 6.27133 4.57589 3.99973 2.95873 2.94317 2.27033 2.10136 1.97398 1.97176 1.94893 1.8434 1.76804 1.69496 1.58668 1.73315 1.46988 1.30459 1.17996 1.15414 1.163 1.08278 1.04799 1.01564 0.912844 0.753646
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.090285000000000018 0.27287000000000006 -0.16363499999999997 0.033845000000000007 -0.23194499999999998 0.10444500000000002 0.12765500000000005 0.090100000000000013 0.076175000000000007 -0.074479999999999977 0.13597000000000004 -0.062294999999999996 -0.11242999999999999 -0.095244999999999982 -0.52606999999999993 0.045365000000000009 0.16175000000000003 0.11389000000000002 -0.059649999999999988 -0.092404999999999973 -1.0000000180025095e-35 0.013270000000000002 -0.084154999999999994 0.056435000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 10 7 14 13 -6 16 -1 15 -9 27 18 21 25 -15 19 -4 -2 -10 -7 24 29 -8 -26 -3 -22 -12
right_child=1 5 6 -5 8 22 9 12 11 -11 23 -13 -14 17 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0023722616840415596 0.0020299426453426169 0.00074506256218380223 0.0020091444235498801 0.00086069097754557801 0.0017897440187667033 0.00039133962276346389 0.0021293315324666276 0.00083153134602129619 0.0016491441906289323 0.0015822753391612878 0.0020895125082728613 0.00091534930703764475 0.00038641194486130641 0.0015922623591366116 0.0023628203783159552 0.00095972301775138478 0.0013979613470609293 0.00089695750178041137 0.0019811581173814286 0.0012425844961608272 0.00117988406402239 0.0011868806743486331 -0.00010478764227982459 0.0013154362323329299 0.0017778560643091387 0.001852551349256685 0.0013225033212874112 0.0011541971384031919 0.0016411617424397131 0.0016566379198580407
leaf_weight=22 28 66 20 74 35 90 54 67 57 171 50 64 75 33 46 34 29 20 1053 22 20 35 21 21 58 714 26 32 64 20
leaf_count=22 28 66 20 74 35 90 54 67 57 171 50 64 75 33 46 34 29 20 1053 22 20 35 21 21 58 714 26 32 64 20
internal_value=0 0.000887233 0.00183939 0.00133958 0.00152682 0.000678975 0.00190194 0.000823501 0.0012862 0.00180663 0.00180164 0.00119345 0.000596433 0.00103703 0.00198279 0.0013347 0.00185476 0.00132988 0.00196683 0.00160761 0.00165599 0.00147328 0.000297478 0.0017299 0.00178642 0.00187201 0.00163691 0.000878658 0.00153133 0.00196583
internal_weight=0 590 2531 186 422 404 2109 293 225 968 197 190 142 151 1141 126 797 53 1095 42 112 92 111 175 154 768 84 98 84 70
internal_count=3121 590 2531 186 422 404 2109 293 225 968 197 190 142 151 1141 126 797 53 1095 42 112 92 111 175 154 768 84 98 84 70
is_linear=0
shrinkage=0.00188464


Tree=2944
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 3 2 3 0 14 1 12 4 39 52 15 3 15 4 15 2 47 0 4 3 1 151
split_gain=132.955 21.3514 12.9607 10.4171 6.87832 5.4952 3.6749 3.5285 3.32264 3.04517 2.76594 2.45668 2.69865 3.52724 2.48514 2.14265 1.75205 1.62053 1.54895 1.61406 1.23132 1.22364 1.02756 1.01298 0.989779 0.942131 1.33062 0.902281 0.901616 0.814073
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.062655000000000016 0.09253500000000002 0.31370500000000007 0.11474000000000002 0.076840000000000006 -0.10096999999999999 -1.0000000180025095e-35 0.083345000000000016 0.091475000000000015 -0.065794999999999979 0.087735000000000021 0.048770000000000008 0.050935000000000008 -0.23446499999999998 -0.086849999999999997 -0.049534999999999989 0.09006500000000002 0.089885000000000007 0.090100000000000013 0.051010000000000007 -0.49013999999999996 -0.047929999999999993 0.13436000000000001 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 20 10 -6 16 12 -1 -14 25 -7 28 -10 19 -16 -5 -21 -20 -15 29 -13 -27 -17 -4 -3
right_child=1 2 8 7 9 15 -8 -9 17 -11 -12 14 13 23 18 27 -18 -19 22 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019175941686510754 0.0015296334715463578 0.00085071562864233344 0.0008562273335555496 0.0015872366574017868 0.0013158977415154858 0.00073478337048089328 0.0019216561773253869 0.00076980197917544458 -0.00015222160105135351 0.00062361918179785721 0.00076411394300010581 0.0016339840742399265 0.0015162798471701966 0.0012241046089571527 0.0018029812011013746 0.0013808027756162897 0.00017601683608567745 0.00032931593663034213 0.0017642700191997443 0.0010902531620763703 0.0011218747065973509 0.0014091714325127798 0.0015241234619903889 0.00084283724447995118 0.00090534816363869552 0.0016693779276942093 0.0010821766282989634 0.00099576417815890311 0.00034367346446397316 0.0005414167556523074
leaf_weight=25 76 29 20 30 81 21 85 64 56 24 51 1173 114 45 26 114 98 32 64 42 37 212 275 37 33 23 22 21 20 171
leaf_count=25 76 29 20 30 81 21 85 64 56 24 51 1173 114 45 26 114 98 32 64 42 37 212 275 37 33 23 22 21 20 171
internal_value=0 0.000676074 0.000570594 0.00152464 0.000794923 0.00155132 0.00157384 0.00105644 0.000296863 0.00115766 0.000424431 0.00155947 0.00138944 0.00132207 0.00157993 0.00124201 0.000298896 2.2883e-05 0.00149186 0.0013979 0.00133025 0.00135644 0.00156946 0.00105207 0.000631457 0.00162469 0.0013823 0.00132091 0.00059995 0.000586265
internal_weight=0 691 615 2430 338 2299 2143 131 277 105 189 2058 221 196 1837 156 138 88 619 280 67 254 339 82 233 1218 45 135 40 200
internal_count=3121 691 615 2430 338 2299 2143 131 277 105 189 2058 221 196 1837 156 138 88 619 280 67 254 339 82 233 1218 45 135 40 200
is_linear=0
shrinkage=0.00170698


Tree=2945
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 12 47 2 2 9 2 12 2 1 42 1447 52 151 16 1 47 11 3 15 12 43 1212 4
split_gain=77.9135 14.1085 7.90564 5.36489 4.58708 2.80867 3.21878 2.32315 2.28901 2.1308 2.05822 1.70405 1.40766 1.553 1.30831 2.01098 1.18325 1.09057 0.850894 0.761871 0.744106 0.66203 0.649453 0.637389 0.915497 0.629677 0.771259 0.700691 0.637926 0.626755
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.10045500000000002 0.088105000000000003 0.062655000000000016 -0.13033999999999998 -0.029094999999999999 0.13082500000000002 0.11474000000000002 0.13501500000000002 -1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 0.089775000000000008 0.088975000000000012 -0.078304999999999986 -0.082869999999999985 -0.054584999999999995 -0.089309999999999987 -0.25582999999999995 0.15618500000000002 0.090100000000000013 0.082245000000000013 -0.10831999999999999 0.040760000000000005 0.083785000000000012 -0.12152999999999999 0.040035000000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 -1 16 12 -6 23 -8 13 -4 25 17 -5 -16 -17 -3 -15 -14 -21 24 -9 27 28 -13 -27 -29
right_child=1 2 8 7 9 -7 11 10 -10 -11 -12 14 21 20 15 18 -18 -19 -20 22 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0010191164589273857 0.0016848105283905268 0.0011306351317278258 0.0005557346394473294 0.0014987295840709213 0.0014983268777703331 0.002005265078060274 0.0011475556172691433 0.0012337385093787055 0.0010500261194643934 0.00090230432630321116 0.0011174783987695771 0.0013895942945216346 0.00050824170453848039 0.00072946777174244277 0.0019591093348453907 0.0014647246389874319 0.00096339802512465872 0.0016129089853923557 0.00095384067380812352 0.00081600409175615546 0.0012122427021005007 0.00020385826909027972 0.0011535602091009589 0.0017807428143238751 0.0015610376566569998 0.0017891838090746438 0.0017277401304501359 0.0019587359304374745 0.0021898887577718705 0.001664984598047704
leaf_weight=25 76 39 84 20 81 83 20 31 37 26 39 29 81 20 32 23 42 446 20 171 22 33 21 37 294 32 699 25 22 511
leaf_count=25 76 39 84 20 81 83 20 31 37 26 39 29 81 20 32 23 42 446 20 171 22 33 21 37 294 32 699 25 22 511
internal_value=0 0.000948499 0.000857507 0.00163785 0.00104343 0.00167914 0.00166478 0.00146241 0.000630636 0.0013535 0.00151287 0.00167346 0.00056598 0.00069794 0.00167918 0.00160233 0.00113609 0.00163609 0.0012271 0.000899811 0.00098235 0.000420131 0.000852924 0.00155547 0.00152982 0.00170956 0.00174385 0.00166385 0.00195243 0.00167869
internal_weight=0 691 615 2430 338 1967 1884 463 277 107 401 1859 240 126 1839 521 62 478 43 231 42 114 192 362 325 1318 753 565 54 536
internal_count=3121 691 615 2430 338 1967 1884 463 277 107 401 1859 240 126 1839 521 62 478 43 231 42 114 192 362 325 1318 753 565 54 536
is_linear=0
shrinkage=0.00181146


Tree=2946
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 1 0 15 14 39 1 2 0 15 2 1 4 12 0 16 13 43 14 1
split_gain=86.8078 10.5003 9.13147 5.12114 4.91618 4.46851 3.45863 2.50059 2.55976 2.38971 2.31288 1.72322 1.70503 1.54927 1.40919 1.23166 1.03634 1.02488 1.02187 1.37688 0.994347 0.944442 0.912351 1.06059 0.824619 0.801361 0.85887 1.61161 0.762042 0.711011
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.17966999999999997 0.10124500000000002 -0.23194499999999998 0.13592500000000005 0.076175000000000007 0.096625000000000016 0.122715 0.10402500000000002 -0.11242999999999999 -0.095244999999999982 0.11389000000000002 0.16175000000000003 -0.064054999999999987 -1.0000000180025095e-35 -0.097024999999999986 -0.073404999999999984 0.073000000000000023 -0.11008499999999999 -1.0000000180025095e-35 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 12 7 14 -3 29 13 -6 17 -1 24 18 28 -2 -12 19 -4 22 -7 -14 -24 -8 -26 27 -27 -10 -9
right_child=1 5 6 -5 10 21 9 8 15 -11 11 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0020975404434910197 0.0015884179925149567 0.00058690234223974906 0.0018266288442457569 0.00087131275026318649 0.001689785636647322 0.000492162880018039 0.0019527037158130409 0.0015726429684632941 0.0011738149484079097 0.0014312463740165841 0.0013934923905055646 0.00096359152509342867 0.0017676612494874429 0.0012039376172988147 0.0020833655182124831 0.00050773791031935448 0.0011906307549064447 0.00094811526001556488 0.001770770557344749 0.0011699157489271888 0.0011927185339459358 6.553687721125721e-05 0.00162161233485217 0.0011824753221127168 0.0017427933958901669 0.0011036130813080647 0.0017685791046124391 0.0016100249435203305 0.00084538351876274566 0.0011007261353233788
leaf_weight=22 83 90 20 74 31 90 35 22 30 171 88 85 69 23 46 29 29 21 1053 22 21 21 59 26 288 22 100 329 102 20
leaf_count=22 83 90 20 74 31 90 35 22 30 171 88 85 69 23 46 29 29 21 1053 22 21 21 59 26 288 22 100 329 102 20
internal_value=0 0.000884944 0.00165653 0.0012411 0.00141329 0.000720972 0.0017052 0.000838232 0.000949658 0.00162556 0.00123034 0.00115692 0.00162224 0.00166725 0.00177277 0.000845764 0.00148542 0.00130769 0.00175972 0.00148264 0.00156249 0.00041145 0.00161291 0.00148729 0.00168101 0.00166815 0.00162048 0.00157828 0.000920027 0.00134792
internal_weight=0 590 2531 186 422 404 2109 293 203 968 225 194 197 797 1141 161 112 109 1095 42 175 111 154 85 774 739 451 351 132 42
internal_count=3121 590 2531 186 422 404 2109 293 203 968 225 194 197 797 1141 161 112 109 1095 42 175 111 154 85 774 739 451 351 132 42
is_linear=0
shrinkage=0.00181146


Tree=2947
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 402 4 2 15 41 43 3 51 4 15 160 474 475 4 3 49 1452 1213 133 151 16 1447 1447 480 481
split_gain=2.24957 0.599066 0.412196 0.408704 0.307623 0.303295 0.27231 0.276961 0.249775 0.450966 0.321645 0.285599 0.295764 0.289719 0.35814 0.816819 0.499501 0.325277 0.270234 0.262448 0.248628 0.336502 0.266981 0.225558 0.261111 0.211085 0.206103 0.345076 0.216503 0.26238
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.086055000000000006 0.40124500000000002 0.13754500000000003 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.090900000000000009 -0.096089999999999981 -0.49013999999999996 -0.0079099999999999986 -1.0000000180025095e-35 0.085630000000000012 -0.085719999999999977 -0.012164999999999999 -0.10519499999999998 0.10815000000000001 0.091225000000000014 0.085640000000000008 0.087575000000000014 -1.0000000180025095e-35 0.13751500000000003 -0.086059999999999984 -0.085024999999999989 1.0000000180025095e-35 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 -2 7 8 10 26 -1 13 -13 19 17 16 -16 23 -17 -12 21 22 -19 24 -15 -9 -10 -28 29 -29
right_child=1 2 4 -5 -6 -7 -8 25 9 -11 11 12 -14 14 15 18 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00052967422630058119 0.003322667569400764 0.0017053708766726064 -0.0026022897364759582 0.0053783104618387615 0.00081164853615592249 0.00017899409468832272 0.00086727386486257078 0.00025506505602413895 0.0056364184675745475 0.0065497738194502039 0.0068639490962049384 0.0043494679155298309 0.0013466397071929157 0.007633918488554485 -0.0016559154324282837 0.0026725569133827691 0.0028920183759546048 0.0037262414411123271 0.0060858546317991979 0.0034820425565561951 0.002539262384800962 0.006917513130280461 0.0011905270823871692 0.002977300347091788 0.0045957813242739516 0.0036716653044494862 0.00063491717883022692 0.0010380740745298972 0.0057771473902637257 0.0038644088669516448
leaf_weight=23 222 357 21 20 77 21 22 26 40 41 32 29 70 28 36 29 26 672 29 26 132 20 27 25 48 20 21 21 36 924
leaf_count=23 222 357 21 20 77 21 22 26 40 41 32 29 70 28 36 29 26 672 29 26 132 20 27 25 48 20 21 21 36 924
internal_value=0 0.00204126 0.0015247 0.00190022 8.00903e-05 0.00305099 0.0036362 0.00366179 0.00369963 0.00397767 0.00345913 0.00351395 0.00222626 0.00362676 0.00353364 0.00224645 0.000251283 0.00369589 0.00437921 0.00534792 0.00353668 0.00371979 0.0036283 0.00503742 0.0057151 0.00174054 0.00387647 0.00380621 0.0038741 0.0038016
internal_weight=0 718 475 377 98 243 2403 2381 2335 1083 1252 1229 99 1130 1072 120 62 952 58 58 851 719 699 101 76 46 1042 1002 981 945
internal_count=3121 718 475 377 98 243 2403 2381 2335 1083 1252 1229 99 1130 1072 120 62 952 58 58 851 719 699 101 76 46 1042 1002 981 945
is_linear=0
shrinkage=0.0250028


Tree=2948
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 3 12 43 2 2 150 4 43 4 12 3 14 39 12 2 0 15 4 2 16 4 0 11 4 3
split_gain=92.0532 11.6827 10.2592 5.62444 5.51802 4.95405 3.9788 3.38596 2.48162 2.27112 2.1423 2.02219 1.84952 1.78207 1.65381 1.5473 1.52706 1.4533 1.44918 1.39405 1.27175 1.63739 1.25121 1.22364 1.15386 0.986582 0.91387 0.8862 1.65177 0.857176
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.10124500000000002 0.11474000000000002 0.31534000000000006 0.090285000000000018 -0.025214999999999998 0.11362000000000001 0.11177500000000001 0.09487000000000001 0.033845000000000007 -0.066504999999999995 0.09173000000000002 -0.42850999999999995 -0.14477499999999996 0.076175000000000007 0.096625000000000016 0.13597000000000004 0.087470000000000006 -0.11242999999999999 -0.095244999999999982 -0.011209999999999999 0.15950500000000004 -0.008904999999999998 -0.015624999999999998 -0.081894999999999982 0.080455000000000013 -0.15464999999999998 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 13 7 16 17 10 -9 12 18 19 -2 -7 -6 20 26 27 -1 21 -4 -11 -16 -24 -5 -3 28 -8 -14
right_child=1 5 6 25 15 14 11 9 -10 22 -12 -13 29 -15 23 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011020916476604302 0.0018265005150218626 0.00067889518290089755 0.0020282517850788587 0.0015090691284887368 0.0011701370796677552 0.00074723193139294508 0.0014076784338685993 0.0015356183596833307 0.0011686017106762908 0.0014079373467178842 0.0011895388689674613 0.0016153661757399706 0.0019260409541816069 0.0013252158915306777 0.00043466359078384883 0.00056164693776377685 0.0023157268710529214 0.00050773001779390748 0.0014239140190252764 0.0016978426019673464 0.001971278745750107 0.0012682691708122236 0.0010315130413199077 -0.00015229476792328795 0.00054555355246446995 0.0010439303351888532 0.0010498204267891814 0.0020728990030892585 0.0018615621160275777 0.0015461706510189633
leaf_weight=21 76 45 20 22 47 35 31 39 31 22 24 171 180 40 35 23 46 63 29 47 1053 22 65 21 25 72 54 67 670 25
leaf_count=21 76 45 20 22 47 35 31 39 31 22 24 171 180 40 35 23 46 63 29 47 1053 22 65 21 25 72 54 67 670 25
internal_value=0 0.000997769 0.00184096 0.00156735 0.00139644 0.000814224 0.0018957 0.000929005 0.00168616 0.0011361 0.00174018 0.00180505 0.00178859 0.00165364 0.00041943 0.000970205 0.00197261 0.000735973 0.00184575 0.00151386 0.00195819 0.00163017 0.00099698 0.000214554 0.000896524 0.00115279 0.000881218 0.00186168 0.00184149 0.00187972
internal_weight=0 590 2531 422 186 404 2109 313 328 151 297 968 273 116 91 70 1141 162 797 68 1095 42 112 56 90 94 99 768 701 205
internal_count=3121 590 2531 422 186 404 2109 313 328 151 297 968 273 116 91 70 1141 162 797 68 1095 42 112 56 90 94 99 768 701 205
is_linear=0
shrinkage=0.00192234


Tree=2949
num_leaves=31
num_cat=0
split_feature=1 12 160 132 1 3 12 4 1375 2 48 12 3 49 159 1 13 43 51 483 160 15 480 481 1454 480 42 480 42 13
split_gain=2.26015 0.657471 0.304846 0.317054 0.302415 0.299719 0.32786 0.293293 0.240528 0.240135 0.252886 0.211656 0.194651 0.275651 0.19233 0.197571 0.191996 0.194616 0.188041 0.184375 0.181517 0.181463 0.181441 0.192045 0.358722 0.250851 0.248039 0.279154 0.218413 0.236908
threshold=0.11910500000000002 0.051320000000000005 -0.44404499999999997 0.092880000000000004 0.10124500000000002 0.30112000000000005 -0.42850999999999995 0.49041500000000005 -1.0000000180025095e-35 0.14530500000000005 0.016865000000000002 0.099815000000000015 0.10893000000000001 0.09858500000000002 0.093660000000000007 0.13927000000000003 -0.11122999999999998 -0.073404999999999984 -0.10386999999999998 0.085510000000000017 -1.0000000180025095e-35 -0.07879499999999999 -0.095389999999999989 -0.053799999999999994 0.08950000000000001 0.086995000000000017 0.089165000000000008 0.088685000000000014 0.088295000000000012 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 9 -4 10 -2 22 13 18 15 -8 -13 21 -10 -6 -19 -18 -3 24 25 28 27 -27 29 -24
right_child=5 11 3 -5 19 6 14 -9 12 -11 -12 16 -14 -15 -16 -17 17 20 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0058237421508723266 0.0041509971005930591 0.0015886079186889243 0.00072322565004230989 -0.00030677391596763831 0.0018856458345919945 0.0021937532835223767 -0.00018357183637466394 0.0008394563599736784 0.0057307795177888058 0.00076915269932681407 0.0016151821668851415 0.00085370759362107514 0.0012525271637090335 0.0015392505024853758 0.00099278807734380051 -0.0037682493588850744 0.0057817873103620946 0.0017012762741514227 0.0037400604779967398 0.0042919432612997625 0.0033486864185589397 0.003569727956770785 0.0052287863190174583 0.0038263924708557841 0.0017422791070402085 0.00055887655868869571 0.0056832123308962514 0.0045037793445031268 0.0038319605300689004 0.0082178092346641956
leaf_weight=21 68 22 21 22 208 34 20 106 37 35 41 21 22 32 22 20 34 58 186 23 174 83 35 1612 24 20 35 28 23 34
leaf_count=21 68 22 21 22 208 34 20 106 37 35 41 21 22 32 22 20 34 58 186 23 174 83 35 1612 24 20 35 28 23 34
internal_value=0 0.00357836 0.00280799 0.00269305 0.0028178 0.00139244 0.000181172 0.00185757 0.00335466 0.00260702 0.00319716 0.00377839 0.00355416 0.00375273 -0.000922501 -0.00197591 0.003222 0.00336451 0.00407036 0.00212523 0.00293683 0.00421255 0.0038907 0.00391867 0.00466612 0.00506711 0.00405055 0.00286007 0.00598422 0.00670164
internal_weight=0 2775 572 551 529 346 96 250 298 144 109 2203 277 255 62 40 370 349 223 231 232 117 1833 1811 199 175 83 48 92 69
internal_count=3121 2775 572 551 529 346 96 250 298 144 109 2203 277 255 62 40 370 349 223 231 232 117 1833 1811 199 175 83 48 92 69
is_linear=0
shrinkage=0.0255028


Tree=2950
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 4 14 47 11 1 4 2 13 1 15 1 130 160 16 1447 131 1 11 3 13 12
split_gain=101.817 16.2954 9.82414 9.31316 7.07474 5.58617 4.95745 3.28943 3.26434 3.1793 2.40616 1.76723 1.36585 1.50334 1.98611 1.20833 1.16516 1.05721 1.02369 0.961734 0.882942 1.58433 0.933643 0.867616 0.826005 0.820714 0.624269 0.620256 1.35804 0.767785
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.089775000000000008 0.40473500000000007 0.062655000000000016 0.13011000000000003 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.094835000000000017 -0.0044799999999999987 0.16540500000000002 -0.053579999999999996 0.087135000000000004 -0.054924999999999995 -1.0000000180025095e-35 -0.016164999999999995 -0.082869999999999985 0.091440000000000007 0.12337000000000002 0.082485000000000017 -0.11171999999999999 0.14871000000000004 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 7 16 6 8 15 10 -6 19 17 13 23 -15 -1 25 -4 -17 -5 -18 -22 -23 -10 -2 -3 -14 28 -25 -29
right_child=1 2 11 5 9 -7 -8 -9 12 -11 -12 -13 26 14 -16 18 20 -19 -20 -21 21 22 -24 27 -26 -27 -28 29 -30 -31
leaf_value=0.0017734872266428529 0.0017642782358699741 0.00067326267662220184 0.00029948739196483144 0.0017604357035822795 0.0014477058990617164 0.00077774821581566372 0.00097596022598998573 0.00085826088601150322 0.0019526809853085427 0.00077014898262292531 0.0021201513495664329 0.00084254004473710976 0.0020832235849348227 0.0016532434528222222 0.00096844359722271013 0.0014921438708513743 0.00046708903323802845 -0.00015495840885603951 0.00093875606723944221 0.0016467471587942473 0.0013005479983844851 0.00088282286925061649 0.00040221300659295189 0.0010588376174485027 0.0013069532717112987 0.00038825608234790114 0.0017178862009555743 0.0016544728860335149 0.0016990258065642536 0.0015210302027010667
leaf_weight=26 54 121 135 921 83 26 37 69 24 37 60 20 25 29 34 30 21 22 21 392 27 59 20 25 20 54 56 368 24 281
leaf_count=26 54 121 135 921 83 26 37 69 24 37 60 20 25 29 34 30 21 22 21 392 27 59 20 25 20 54 56 368 24 281
internal_value=0 0.000789633 0.000684495 0.00163389 0.000843934 0.00166375 0.00167387 0.00116307 0.0016854 0.00123879 0.0017437 0.000304364 0.00159298 0.00156846 0.00128367 0.00143622 0.000687037 0.000235807 0.00126428 0.00172649 0.000827201 0.000898543 0.000761149 0.00159331 0.00164068 0.000585318 0.00183064 0.00158095 0.0013724 0.0015967
internal_weight=0 673 599 2448 422 2302 2276 146 2239 120 1373 177 866 785 63 77 302 157 51 1313 127 106 79 722 74 175 81 698 49 649
internal_count=3121 673 599 2448 422 2302 2276 146 2239 120 1373 177 866 785 63 77 302 157 51 1313 127 106 79 722 74 175 81 698 49 649
is_linear=0
shrinkage=0.00192234


Tree=2951
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 2 4 1 1 12 52 4 1 475 47 12 4 157 1 1 1 48 3 1 49 1
split_gain=113.351 13.9412 11.6224 7.81766 6.98106 5.03346 3.48651 3.34839 3.00528 2.86364 3.30458 2.62856 1.88673 1.82021 1.52583 1.43576 1.29042 1.16005 1.1597 1.15757 1.66811 1.17439 1.03689 1.02653 1.01463 0.94004 0.905943 0.903654 0.789835 0.73609
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.099185000000000009 0.27834500000000006 0.14753000000000002 0.076975000000000002 -1.0000000180025095e-35 0.10803500000000001 0.14122000000000004 0.36766000000000004 0.09253500000000002 0.089770000000000016 0.087005000000000013 -0.52606999999999993 -0.04890499999999999 0.13436000000000001 -0.066784999999999983 0.08265500000000002 0.09141500000000001 -0.51843499999999987 -0.069619999999999987 0.104035 0.12000500000000001 0.16175000000000003 0.090720000000000009 0.084940000000000015 0.12958500000000003 -0.011734999999999997 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 14 7 12 23 27 10 17 -4 19 18 -2 -10 -17 -5 26 20 -1 -21 -19 -3 -7 -23 -14 -9 -16 -6
right_child=1 5 11 9 29 24 -8 8 15 -11 -12 -13 13 -15 28 16 -18 22 -20 21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025006241907749352 0.002055751817697436 0.00094664734897514989 0.0017219268038302918 0.0019908219066665871 0.0010977048882194562 0.0005439285362317934 0.0023464237452452412 0.0017299497452343327 0.0013933296371445615 0.0012445752626643024 0.0011994788849739766 0.0011171923692166442 0.00109647807356053 0.0018839218206801634 0.001263226297156309 0.00095215826465809073 0.00050950457974501624 0.0017679212839187281 0.0018913218291075561 0.0014480969387237462 0.0019854010073454094 0.0019342035649821442 0.0013622421855911189 0.00050916768902825788 9.4727030210797896e-05 0.0016065856129558369 0.0016137284345291174 0.0011979290223066959 0.0016688816037637674 0.0007117648456166592
leaf_weight=21 28 24 34 75 50 77 72 22 20 41 34 77 20 271 21 128 26 343 22 20 1140 282 22 66 21 32 25 20 63 24
leaf_count=21 28 24 34 75 50 77 72 22 20 41 34 77 20 271 21 128 26 343 22 20 1140 282 22 66 21 32 25 20 63 24
internal_value=0 0.000993898 0.00187559 0.00190188 0.00140428 0.00080496 0.00195541 0.000919386 0.0010417 0.00170386 0.00174359 0.00130243 0.00194005 0.00181782 0.00168954 0.000936724 0.000877425 0.00178563 0.00155048 0.00196768 0.00199472 0.00187371 0.00174347 0.000625829 0.000447671 0.00190082 0.00138384 0.00147661 0.00156747 0.000972535
internal_weight=0 590 2531 2420 186 404 1905 306 216 515 474 111 1833 338 112 174 154 440 67 1495 1161 334 365 90 98 314 45 42 84 74
internal_count=3121 590 2531 2420 186 404 1905 306 216 515 474 111 1833 338 112 174 154 440 67 1495 1161 334 365 90 98 314 45 42 84 74
is_linear=0
shrinkage=0.00181146


Tree=2952
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 2 2 15 14 12 1 124 16 47 0 0 14 16 4 484 14 16 1 16 13
split_gain=89.6757 11.1914 9.36248 6.60546 5.0129 3.81838 3.60668 2.87584 2.77496 2.13893 1.94055 1.85277 1.94051 1.4908 1.45396 1.00359 1.10146 1.00345 0.990347 0.869475 0.811798 0.803741 0.903597 0.789536 0.778905 0.723804 0.62461 0.603282 0.593777 0.673855
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 0.12958500000000003 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.11389000000000002 0.13754500000000003 -0.13578499999999996 0.076175000000000007 0.13597000000000004 0.10124500000000002 -0.072314999999999977 -0.040964999999999994 0.077555000000000013 -0.11437499999999999 -0.092404999999999973 0.062655000000000016 0.10994000000000002 -0.0070899999999999991 0.080820000000000017 -0.41790499999999997 -0.039889999999999988 0.16175000000000003 -0.073404999999999984 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 13 11 23 -6 14 18 12 25 19 20 16 -10 -8 21 -4 -7 22 24 -5 26 -3 -1 -13 -22 -30
right_child=1 6 5 7 8 9 17 -9 15 -11 -12 27 -14 -15 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001161375757907097 0.00064826522213174104 0.00059547816694115565 0.001232487872841701 0.0015044032851736589 0.0014500194907631808 0.0016212982056682688 0.00055830403187510263 0.00069857123056473716 0.000763640835055939 0.0011777079584559544 0.00082164622961172881 0.00018095764364845361 0.00078060641801372312 0.0018227811352500962 0.0010062505879858152 0.00071186537196941935 0.0011950414645758333 0.0010774090640061117 0.0016584854342028602 0.0015059110856611368 0.001461140216988423 0.0016592085031315407 0.001520363842053766 0.0011735385722687216 0.000886233400516818 0.00021469970851972352 0.0014496674269248435 -0.0001529819091083723 0.0013189476317441223 0.0014863853247655424
leaf_weight=63 181 20 38 46 28 54 23 29 35 171 22 91 36 46 29 85 40 24 33 1057 270 20 38 45 20 74 38 21 347 97
leaf_count=63 181 20 38 46 28 54 23 29 35 171 22 91 36 46 29 85 40 24 33 1057 270 20 38 45 20 74 38 21 347 97
internal_value=0 0.000622812 0.00139166 0.00086248 0.00115019 0.00143998 0.000373192 0.00118559 0.000934246 0.00135794 0.00132369 0.000285759 0.000429994 0.00150958 0.0013966 0.000843985 0.000993721 0.000823379 0.00137579 0.00149642 0.00141134 0.00132367 0.00128146 0.00134079 0.00120644 0.000295716 0.00126984 0.000118344 0.00139547 0.00135553
internal_weight=0 590 2531 301 422 2109 289 120 188 968 234 242 130 1141 797 160 75 47 212 1095 768 179 159 91 121 94 101 112 714 444
internal_count=3121 590 2531 301 422 2109 289 120 188 968 234 242 130 1141 797 160 75 47 212 1095 768 179 159 91 121 94 101 112 714 444
is_linear=0
shrinkage=0.00177594


Tree=2953
num_leaves=31
num_cat=0
split_feature=1 12 3 39 4 15 4 15 1 3 0 2 12 2 4 12 11 51 16 0 158 11 11 2 43 2 131 15 150 475
split_gain=3.19377 0.548308 0.506867 0.451971 0.393639 0.377792 0.357387 0.518876 0.376525 0.365177 0.546166 0.265787 0.256893 0.288529 0.245849 0.24688 0.309063 0.45207 0.440136 0.324352 0.638606 0.254506 0.360012 0.242193 0.237649 0.312368 0.6009 0.221117 0.209524 0.208901
threshold=0.11146500000000002 0.051320000000000005 0.31370500000000007 0.088025000000000006 -0.036839999999999991 0.035560000000000008 -0.17966999999999997 -0.033689999999999991 0.095950000000000021 0.11296500000000002 -0.071924999999999989 0.11824000000000001 -0.42850999999999995 0.15950500000000004 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 0.10876000000000001 0.0057500000000000008 -0.11437499999999999 0.084475000000000008 0.086080000000000018 0.090070000000000025 1.0000000180025095e-35 -0.0019149999999999998 0.084415000000000004 0.090150000000000022 -0.42198999999999992 0.086135000000000017 -0.086169999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 11 6 -1 8 -8 10 -9 -2 -4 -14 15 16 18 21 19 20 -3 -18 -23 -6 25 26 -20 -25 -10 -27
right_child=2 14 12 -5 23 -7 7 9 28 -11 -12 -13 13 -15 -16 -17 17 -19 24 -21 -22 22 -24 27 -26 29 -28 -29 -30 -31
leaf_value=0.0042337008674643859 0.0063294657914586489 -0.00031031898366692262 0.0019299166715147694 0.0011534055629152944 0.0031907096867295065 0.0048651640057865639 0.0038196037376227398 0.0035440003631248603 0.0015285589503257861 -0.0016323054642986376 -0.0006548670770614623 0.0028375211396999001 0.00059242965560580467 -0.0025215498137102117 0.0015163514145799652 0.0027243522055774598 0.006216265586742281 0.0020622816387050845 -0.00120009456933293 0.0040658500623174266 0.0050613494301526701 0.0018523585093735383 0.0055324006132491171 0.0029626989353371946 0.0015903229814528809 0.0058012255479531699 0.0033405469654869697 0.0010237895351070865 0.0033363583533546916 0.0035292978612733047
leaf_weight=72 22 24 34 150 89 49 135 37 89 20 26 21 44 22 22 88 76 24 20 1471 20 20 38 44 43 22 51 85 49 214
leaf_count=72 22 24 34 150 89 49 135 37 89 20 26 21 44 22 22 88 76 24 20 1471 20 20 38 44 43 22 51 85 49 214
internal_value=0 0.00369902 0.00177967 0.00212458 0.00268272 0.00301854 0.00280713 0.00251861 0.00298597 0.00098139 0.00181113 0.0046241 0.0003621 -0.000445564 0.0038512 0.00387553 0.00392561 0.00486841 0.00384573 0.00400967 0.00213135 0.005371 0.00426342 0.00229979 0.00313613 0.00335265 0.00206149 0.00168512 0.00217046 0.00374109
internal_weight=0 2610 511 411 261 477 428 356 273 83 63 43 100 66 2133 2111 2023 158 1865 1515 44 134 58 218 350 307 71 129 138 236
internal_count=3121 2610 511 411 261 477 428 356 273 83 63 43 100 66 2133 2111 2023 158 1865 1515 44 134 58 218 350 307 71 129 138 236
is_linear=0
shrinkage=0.0222017


Tree=2954
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 2 4 150 43 42 14 12 2 43 13 3 43 14 1 52 15 39 2 1 475 11 16
split_gain=108.357 13.7125 11.5034 9.33779 6.66021 4.79511 4.07736 3.51543 2.69595 2.61094 2.5919 2.22352 1.92208 1.77564 1.62056 1.40812 1.40519 1.49818 1.34671 1.52551 1.16616 1.16104 1.07246 0.979309 0.961522 0.945823 1.3309 0.859508 0.756315 0.977101
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.10124500000000002 0.13075500000000004 0.090455000000000021 0.082585000000000006 0.11362000000000001 0.033845000000000007 0.09487000000000001 -0.066504999999999995 -1.0000000180025095e-35 0.076175000000000007 0.13597000000000004 0.087470000000000006 -1.0000000180025095e-35 -0.28558999999999996 0.095270000000000007 -0.083269999999999997 -0.44847999999999993 0.16540500000000002 -0.52606999999999993 -0.036009999999999993 0.088025000000000006 0.088745000000000004 0.081315000000000012 0.0071950000000000009 0.080455000000000013 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 8 20 13 12 10 14 11 15 -5 25 28 -1 -14 -18 19 -6 -3 -7 -2 -19 -22 -4 -27 -13 29 -8
right_child=1 5 6 7 18 21 9 -9 -10 -11 -12 27 16 -15 -16 -17 17 23 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011774006720907699 0.0020768778721148716 0.0012585082678036232 0.0020758495093451037 0.0017562068365971726 0.0012587415261977603 0.00056981042938407476 0.0020088970849373791 0.00068230971239365056 0.0012421771111794406 0.0016809881239449387 0.0012324504762070091 0.0019362822864878576 0.00087486726607985334 0.0024227871499099495 0.0015023412894983039 0.0017644106284463617 0.00097878752777202688 0.0017883732706076968 0.0014699089010345124 0.00061268645112911278 0.00099727408898833453 9.2215472305989143e-05 0.0016468984983461679 0.0012254590855138678 0.0005693720157161421 0.0019936715649012658 0.0015662324034138896 0.0023475556485264754 0.0021474694671415233 0.0018661207722922206
leaf_weight=21 28 41 848 21 34 130 341 59 31 169 24 185 45 46 29 47 31 23 39 21 66 21 78 21 26 240 29 20 67 340
leaf_count=21 28 41 848 21 34 130 341 59 31 169 24 185 45 46 29 47 31 23 39 21 66 21 78 21 26 240 29 20 67 340
internal_value=0 0.00103146 0.00192833 0.00130825 0.00164429 0.00073322 0.00198517 0.00106858 0.00177104 0.00189329 0.00182625 0.00187845 0.00123021 0.00205991 0.00193946 0.00158313 0.00113816 0.00129613 0.00120202 0.00101207 0.000994155 0.00050339 0.00176048 0.00151971 0.000876345 0.00204496 0.00194759 0.00197641 0.00195641 0.00193761
internal_weight=0 590 2531 306 422 284 2109 200 328 946 297 273 141 1163 777 68 120 75 94 55 133 151 106 44 92 1117 269 205 748 681
internal_count=3121 590 2531 306 422 284 2109 200 328 946 297 273 141 1163 777 68 120 75 94 55 133 151 106 44 92 1117 269 205 748 681
is_linear=0
shrinkage=0.00188464


Tree=2955
num_leaves=31
num_cat=0
split_feature=1 12 3 123 130 4 2 12 4 44 474 1 16 16 4 4 13 52 15 4 0 52 2 12 1447 483 16 43 160 43
split_gain=3.08578 0.528696 0.465139 0.441594 0.414363 0.410983 0.34856 0.404275 0.349775 0.379097 0.312481 0.383982 0.315854 0.259494 0.25517 0.269935 0.284486 0.23675 0.231822 0.224804 0.224372 0.222448 0.207489 0.532004 0.310999 0.276163 0.327382 0.416276 0.366509 0.391914
threshold=0.11146500000000002 0.051320000000000005 0.31370500000000007 0.083745000000000014 -0.054924999999999995 -0.010384999999999998 0.11585500000000001 -0.042789999999999988 -0.17966999999999997 1.0000000180025095e-35 0.086280000000000009 0.095950000000000021 -0.039889999999999988 -0.50690499999999983 0.056795000000000005 0.41257000000000005 -1.0000000180025095e-35 -0.067494999999999986 -0.43375999999999998 0.40124500000000002 -0.14920999999999998 0.056145000000000007 0.089005000000000015 0.083985000000000018 -0.082869999999999985 -0.095084999999999989 0.0057500000000000008 -0.070064999999999975 -0.071139999999999995 -0.088249999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 8 -8 -1 10 11 12 13 -10 -7 -16 -17 -15 -18 20 -3 -4 25 -24 -25 -22 -27 28 -28 -30
right_child=2 19 21 -5 5 14 7 -9 9 -11 -12 -13 -14 17 15 16 18 -19 -20 -21 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.0045642598883971668 0.00036459428749345134 0.0052994761693637539 -0.00027439343847974156 0.00094883520026334657 0.0045349156914427039 0.00057051836261363476 0.0032605839215389966 -0.00077265355744344469 0.0050341171448863402 0.0055155287032833886 0.00029025173628426316 0.0020227451417239211 0.0050287069726382035 0.0039641653719096372 0.0037145277385168965 0.00046477249407517049 0.004633114847629208 0.001363316402586922 0.0014148133936237018 0.0016093947062699831 0.0059140203987338132 0.0020563357228220885 4.2506007379531444e-05 0.005846502524475136 0.0036034234075744474 0.0041280622991264147 -0.00069641064453779885 0.0048906220582840424 0.0051693358654252989 0.001423993360254665
leaf_weight=85 37 58 70 114 62 32 26 25 23 27 25 131 57 28 81 39 24 50 22 22 40 30 21 33 804 1038 20 36 23 38
leaf_count=85 37 58 70 114 62 32 26 25 23 27 25 131 57 28 81 39 24 50 22 22 40 30 21 33 804 1038 20 36 23 38
internal_value=0 0.00373431 0.00180995 0.00214696 0.00260685 0.00292594 0.00305275 0.00128351 0.00326456 0.00294058 0.00271917 0.00292928 0.00368091 0.00292027 0.00242212 0.00277906 0.00188761 0.00229695 0.00309393 0.00388673 0.00391046 0.000424825 0.00387122 0.00360254 0.00369186 0.00406413 0.00400006 0.00286445 0.00196393 0.00283617
internal_weight=0 2610 511 411 297 260 477 51 426 341 314 289 158 101 198 166 85 78 46 2133 2111 100 2053 858 837 1195 1155 117 81 61
internal_count=3121 2610 511 411 297 260 477 51 426 341 314 289 158 101 198 166 85 78 46 2133 2111 100 2053 858 837 1195 1155 117 81 61
is_linear=0
shrinkage=0.0226458


Tree=2956
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 2 2 4 4 0 2 0 133 50 11 11 0 15 12 39 15 0 4 3 3 4 1 14
split_gain=73.5008 9.47015 8.52939 7.68995 4.79392 3.66187 3.34113 2.29635 2.2789 1.9851 1.9758 1.94804 1.49344 1.40988 1.32666 1.27284 1.26078 1.38837 1.36445 1.17605 1.02719 0.998857 0.973278 0.950911 1.36748 1.47616 0.935204 0.981661 0.931473 0.898474
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.16363499999999997 -0.066089999999999996 0.092235000000000025 -0.23194499999999998 -1.0000000180025095e-35 0.041865000000000006 1.0000000180025095e-35 0.080150000000000013 -0.12333499999999999 0.13592500000000005 0.093965000000000007 0.096625000000000016 -0.081924999999999984 0.11070500000000001 -0.064054999999999987 0.013900000000000001 -0.14186499999999996 -0.14098499999999997 0.12040000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 13 20 16 28 -9 19 -6 12 -12 -1 -10 22 18 -18 -4 26 -5 29 -3 24 -15 -26 -8 -28 -2 -16
right_child=1 15 6 5 10 -7 9 8 14 -11 11 -13 -14 23 21 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0017143856963103762 0.0006298666474747113 0.00023139334795376821 0.00096887023943634763 0.0015551774380180409 0.0013071382052951416 0.00063919686659081112 0.0015307575008356672 0.0011274789682877079 0.00021173933138498715 0.0011263432698750834 0.0011344761503328761 0.00043290170195800276 0.00079341109391779731 0.0015350556354286656 0.0009823028064226717 0.00054377608019528297 0.0018932250409415441 0.0014423340913349654 0.001428006042298916 0.00094509668858569821 0.0011502501324283682 0.00035896618574169948 -0.00017079991026233712 0.00093948795775403604 0.0013086905767125049 0.00082555923953564979 0.0010449147236245892 0.0013401194340269503 0.00025371206041087548 0.00065338165339730748
leaf_weight=22 29 76 20 24 35 43 74 32 21 171 65 28 97 50 34 30 37 47 1037 23 91 25 24 26 73 26 36 664 64 97
leaf_count=22 29 76 20 24 35 43 74 32 21 171 65 28 97 50 34 30 37 47 1037 23 91 25 24 26 73 26 36 664 64 97
internal_value=0 0.000644174 0.00132659 0.00076144 0.00110063 0.00107267 0.0013718 0.000598609 0.000699887 0.00129656 0.000926991 0.000856964 0.000930258 0.00129896 0.000622582 0.000229231 0.00143563 0.00164094 0.00141932 0.00133309 0.00123476 0.000677888 0.000134867 0.00124673 0.00130035 0.00118181 0.00134462 0.00132494 0.000371008 0.000738751
internal_weight=0 590 2531 460 422 158 2109 302 209 968 225 190 162 197 177 130 1141 84 1057 797 115 156 100 175 149 99 774 700 93 131
internal_count=3121 590 2531 460 422 158 2109 302 209 968 225 190 162 197 177 130 1141 84 1057 797 115 156 100 175 149 99 774 700 93 131
is_linear=0
shrinkage=0.00174112


Tree=2957
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 150 12 43 4 0 0 15 1 0 4 15 2 3 16 2 16 12 0 2 1 43 4 3
split_gain=89.0197 10.7691 10.577 8.54317 5.67889 4.12208 3.53868 3.11577 3.06378 2.60662 2.29969 2.23068 1.72265 1.68593 1.38259 1.22139 1.12832 1.8759 1.455 0.914639 1.08671 0.892374 0.875718 0.823791 0.75775 0.867648 0.712153 0.840904 0.603851 0.86552
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.40124500000000002 1.0000000180025095e-35 0.090455000000000021 -0.04890499999999999 0.033845000000000007 -0.23194499999999998 -0.14832499999999996 0.13592500000000005 0.16540500000000002 -0.11173999999999999 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.13309499999999996 -0.066924999999999985 0.14122000000000004 0.052820000000000013 0.093965000000000007 -0.10474999999999998 0.13712500000000002 0.11392000000000001 -0.078139999999999973 0.010840000000000001 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 11 14 23 9 12 -6 13 -1 -4 19 24 -14 18 -18 -13 -10 -21 22 26 -5 25 -3 27 -2 29 -9
right_child=1 5 8 6 7 -7 -8 28 10 -11 -12 16 15 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023455680095518933 0.00085430288204101611 0.0011457835135900713 0.0022875334413022422 0.0020668949600597614 0.0011024600263034262 0.0012576728820107262 0.0010432221371483885 0.00098606979281175809 0.0020454230848649135 0.0016997295760496707 0.0015942707726996888 0.0020511720708532868 0.0016222002427497178 0.0013342070866821439 0.0001421640028734349 0.0019358362056837968 0.0017303114926769836 0.0011438481861328494 0.0014545917233241563 0.0019056749489256852 0.0017545468470831199 0.00064986940778051006 0.0013364475991960853 0.0016676078928317161 0.00056931688584822707 0.00062787459229152339 0.00084699591742361745 0.0012412034056995397 0.00089589366625007717 0.001443193853098845
leaf_weight=22 32 20 48 24 36 39 32 31 78 93 169 53 46 23 22 1069 76 26 20 337 339 25 28 78 131 27 79 53 37 28
leaf_count=22 32 20 48 24 36 39 32 31 78 93 169 53 46 23 22 1069 76 26 20 337 339 25 28 78 131 27 79 53 37 28
internal_value=0 0.00100574 0.00181866 0.00121585 0.0015463 0.000697178 0.00159001 0.00134173 0.00187316 0.00153305 0.00179352 0.00177995 0.00193795 0.00183685 0.000587882 0.0019229 0.00170884 0.00158082 0.00188773 0.00185218 0.00182989 0.000984799 0.00102841 0.00176156 0.000642971 0.000848261 0.000975818 0.00109555 0.00108464 0.00120301
internal_weight=0 590 2531 351 422 239 134 225 2109 129 946 197 1163 777 200 1115 175 102 73 754 676 217 192 102 178 47 164 85 96 59
internal_count=3121 590 2531 351 422 239 134 225 2109 129 946 197 1163 777 200 1115 175 102 73 754 676 217 192 102 178 47 164 85 96 59
is_linear=0
shrinkage=0.00188464


Tree=2958
num_leaves=31
num_cat=0
split_feature=1 12 1 4 15 46 4 474 1 43 51 123 0 0 10 131 12 4 11 51 16 0 158 43 43 2 131 0 2 0
split_gain=3.34695 0.576774 0.522176 0.43195 0.358723 0.314789 0.375512 0.588808 0.481113 0.313699 0.331119 0.29186 0.254041 0.380616 0.326022 0.254748 0.247806 0.230591 0.292519 0.364533 0.344704 0.27579 0.539064 0.233882 0.21612 0.226881 0.504986 0.215372 0.210319 0.272852
threshold=0.11146500000000002 0.051320000000000005 0.13707500000000003 -0.008819999999999998 0.035560000000000008 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.084740000000000024 -0.24107999999999999 0.083430000000000018 -0.10474999999999998 -0.14001499999999997 -0.074314999999999978 0.09172000000000001 0.11734000000000001 0.40124500000000002 1.0000000180025095e-35 0.10876000000000001 0.0057500000000000008 -0.11437499999999999 0.084475000000000008 0.035560000000000008 -0.0019149999999999998 0.084415000000000004 0.090150000000000022 0.10455500000000001 0.10444500000000002 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 5 6 27 8 -8 10 -5 -2 13 -4 -14 -16 17 18 20 23 21 22 -3 -20 25 26 -22 -1 -18 -30
right_child=2 16 12 9 -6 -7 7 -9 -10 -11 -12 -13 14 -15 15 -17 28 -19 19 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0048588084014455713 0.0043219335930433592 0.00014821569151853603 0.0003774532951213181 0.0038661414892777533 0.0047417802475594011 0.005428137654519204 0.0034217278901671174 -0.00098845601415323845 0.0017494532459906408 0.0040630990632981425 0.0013138799837409782 0.0014170157759941179 -0.0017706488774335801 0.004363439309580718 0.0015147029153682076 -0.0011134036250853437 0.004138901263507605 0.001707847145780396 0.0048354886194529939 0.0023640336156150123 -0.00050692818827989441 0.0040189681438338558 0.0048918660429317432 0.0072878736518486448 0.0018092512305423305 0.0037427866841577033 0.0034939499989307199 0.0023251333255856518 0.00028452869003546121 0.0032599096993828468
leaf_weight=50 63 24 24 26 49 20 164 22 150 26 211 21 27 20 71 22 31 22 113 24 20 1471 20 21 43 236 51 22 25 32
leaf_count=50 63 24 24 26 49 20 164 22 150 26 211 21 27 20 71 22 31 22 113 24 20 1471 20 21 43 236 51 22 25 32
internal_value=0 0.00368306 0.00179452 0.00226348 0.00301224 0.00281423 0.0026861 0.00238641 0.00262287 0.00183798 0.00159387 0.0035957 0.000802251 0.00218927 0.000293679 0.000893 0.00383307 0.00388079 0.00390442 0.00478603 0.00382973 0.00396917 0.00230442 0.00521982 0.00322614 0.00342459 0.00236694 0.00408463 0.00272428 0.00195492
internal_weight=0 2610 511 347 477 428 408 336 314 263 237 84 164 44 120 93 2133 2045 2023 158 1865 1515 44 134 350 307 71 72 88 57
internal_count=3121 2610 511 347 477 428 408 336 314 263 237 84 164 44 120 93 2133 2045 2023 158 1865 1515 44 134 350 307 71 72 88 57
is_linear=0
shrinkage=0.0213396


Tree=2959
num_leaves=31
num_cat=0
split_feature=1 12 3 123 2 15 15 2 12 133 13 13 4 12 44 51 16 3 0 42 1208 2 1211 4 158 3 0 402 12 402
split_gain=2.71103 0.467187 0.4416 0.356466 0.370984 0.601309 0.350232 0.298581 0.321692 0.293996 0.302253 0.277838 0.27608 0.347166 0.34398 0.425585 0.270612 0.265665 0.257804 0.227122 0.299398 0.215955 0.203933 0.206559 0.238784 0.207216 0.207106 0.34368 0.333988 0.324833
threshold=0.11146500000000002 0.051320000000000005 0.31534000000000006 0.083745000000000014 0.11177500000000001 -0.41942499999999994 1.0000000180025095e-35 0.11585500000000001 -0.042789999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.47860499999999995 -0.064054999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.070629999999999984 0.062650000000000025 -0.082794999999999994 -0.068944999999999992 0.11387000000000001 0.099975000000000008 0.086100000000000024 0.12248500000000002 0.053180000000000012 0.085030000000000008 -0.081054999999999974 -0.086074999999999985 -0.012254999999999999 0.086095000000000019 0.08865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 9 12 -9 -6 -11 -4 13 -1 15 -14 -15 -7 21 22 -21 -17 23 26 -25 -26 27 28 -3 -28
right_child=2 19 11 -5 6 17 -8 8 -10 10 -12 -13 14 16 -16 18 -18 -19 -20 20 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.0018589707522165689 0.0002685874710709561 0.0086192537266494545 0.0013112281797045921 0.00099520404929980162 -0.00028593954658891429 0.0065662993669679537 -0.0011742851851186747 0.0031868968596382293 -0.00063110593445193301 0.0012413258074563522 0.0036392897082703052 -0.0014686629862680166 -5.5004503519391719e-05 0.006712121038695007 0.005438801313707122 0.0045910463583500177 0.0040208872542293085 0.0036689226616921523 0.0010664196433650347 0.0024686017505341925 0.0049000252477237509 0.0028033291124898285 0.0063711416662319458 0.0028548835099999623 0.0065479778183545802 0.0034134260699214187 0.0036907072177161503 0.0042204527682391845 0.0045082080432655132 0.0049894509629606334
leaf_weight=29 27 21 56 114 23 23 20 26 25 51 75 33 31 31 27 53 71 89 36 127 38 148 20 182 21 29 1009 536 25 125
leaf_count=29 27 21 56 114 23 23 20 26 25 51 75 33 31 31 27 53 71 89 36 127 38 148 20 182 21 29 1009 536 25 125
internal_value=0 0.00373295 0.00181882 0.00214326 0.00256819 0.00348785 0.00181179 0.00305304 0.00131533 0.0022126 0.00266869 0.000280482 0.00326108 0.00417915 0.0028534 0.00259293 0.00483881 0.00426392 0.00293928 0.003885 0.00302857 0.00327472 0.0039568 0.00393201 0.00325899 0.00472994 0.00402301 0.00439153 0.00638499 0.00383387
internal_weight=0 2610 511 422 308 139 169 477 51 149 126 89 426 131 295 268 102 112 237 2133 165 201 1968 1948 232 50 1716 582 46 1134
internal_count=3121 2610 511 422 308 139 169 477 51 149 126 89 426 131 295 268 102 112 237 2133 165 201 1968 1948 232 50 1716 582 46 1134
is_linear=0
shrinkage=0.0240319


Tree=2960
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 1 11 2 34 13 1 11 1 457 43 52 47 4 12 131 2 16 52 0 3
split_gain=68.919 11.6402 7.21487 6.14784 3.85708 3.68022 2.7054 2.30563 2.26512 1.95358 1.85357 1.67926 1.3089 1.52638 0.980201 0.973646 0.873448 1.00092 1.53323 0.823865 0.749621 0.771671 0.698579 0.641757 0.634755 0.984181 0.631956 0.80887 0.602682 0.564087
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.089775000000000008 0.13082500000000002 0.11474000000000002 0.09253500000000002 1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 -0.016469999999999995 0.086920000000000011 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 -0.14792499999999997 0.12492500000000002 0.090100000000000013 -0.0070899999999999991 0.082480000000000012 0.08844500000000001 0.31358000000000003 0.19444000000000003 -0.14765999999999999 -0.23091999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 11 12 22 -5 15 13 -4 -15 28 17 26 -19 -18 21 29 -6 -17 25 -14 27 -9 -1 -3
right_child=1 2 8 10 9 -7 -8 16 -10 -11 -12 -13 24 14 -16 23 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019063739562230578 0.0015080646113722728 0.00061686316194162921 0.00031185534564658843 0.0013721330955332792 0.0016376727942553218 0.00099960247449467667 0.00087174629987494027 0.0017503229528762158 0.00094605007010993081 0.00074630753669742401 0.00083375000668207023 0.0018671680684290818 0.00034614610646067093 0.00057623220088665224 0.00099441237665160256 0.001288471191864778 0.0013209610661347507 0.0014125749034663952 0.00078334104367290894 0.0017480783926047301 0.0011342290858121105 0.0010299311458653929 0.001250988370138921 0.0015085374563173475 0.00061035609957053763 -0.00011580917041854409 0.0013487481683696653 0.0014605549465072712 0.0015820818527841379 0.00082166519096798379
leaf_weight=20 76 96 45 34 22 48 22 35 37 23 61 62 74 50 31 52 21 39 20 58 20 31 58 348 20 20 166 545 899 88
leaf_count=20 76 96 45 34 22 48 22 35 37 23 61 62 74 50 31 52 21 39 20 58 20 31 58 348 20 20 166 545 899 88
internal_value=0 0.000825881 0.000741578 0.00148719 0.000922749 0.00150593 0.00151656 0.00152282 0.000520511 0.00122089 0.00102643 0.00156999 0.000454907 0.000584697 0.000736276 0.00155602 0.00144914 0.00143095 0.00119928 0.00163454 0.000792076 0.000760248 0.00135733 0.00147993 0.000311454 0.000247858 0.00144927 0.00147804 0.00158914 0.000714812
internal_weight=0 691 615 2430 338 2335 2287 2265 277 103 95 1381 240 126 81 1319 884 805 59 79 235 215 80 400 114 94 746 580 919 184
internal_count=3121 691 615 2430 338 2335 2287 2265 277 103 95 1381 240 126 81 1319 884 805 59 79 235 215 80 400 114 94 746 580 919 184
is_linear=0
shrinkage=0.00184769


Tree=2961
num_leaves=31
num_cat=0
split_feature=1 12 1 4 15 1 15 43 51 150 42 49 0 16 16 3 0 48 47 13 15 52 12 157 16 39 4 11 43 16
split_gain=2.54993 0.439177 0.405327 0.347006 0.276691 0.273406 0.273601 0.260645 0.247519 0.246477 0.229332 0.22488 0.277908 0.33317 0.275944 0.213598 0.388879 0.373496 0.265125 0.26808 0.249949 0.209072 0.208462 0.204252 0.226356 0.259495 0.190369 0.218933 0.274737 0.274553
threshold=0.11146500000000002 0.051320000000000005 0.13707500000000003 -0.008819999999999998 0.035560000000000008 0.08864000000000001 -0.12255999999999999 0.084740000000000024 -0.24107999999999999 0.085310000000000011 0.091545000000000015 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.061854999999999993 -0.0063699999999999989 1.0000000180025095e-35 -0.0046349999999999994 0.09364500000000002 -0.090799999999999978 -0.085319999999999993 0.096795000000000006 0.13597000000000004 -0.080299999999999996 -0.034884999999999992 0.090190000000000006 0.40124500000000002 1.0000000180025095e-35 -0.20207499999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 6 -1 8 -5 -2 15 -4 13 -13 -14 16 -7 -17 19 -19 -21 23 26 -8 -25 -26 27 29 -29 -3
right_child=2 22 11 7 -6 10 21 -9 -10 -11 -12 12 14 -15 -16 17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0054479031424263732 0.0042433391039829547 0.0036749975777220592 -0.00099435973316960814 0.0035527718534314238 0.004410384517930281 0.0023303254463036384 0.0012347725051298217 0.0038564574726868408 0.0012110378980935781 0.0016411302551781483 0.00012513240909341417 0.00083305514947891598 -0.0012512987399060972 0.0039005766697364731 0.0020151363969186944 0.00049174518889918148 -0.0011833056874864948 0.0020269670088954553 0.0016460739292328932 0.0037140604875016735 0.0066787863766418522 0.00083591656545484421 0.0019181009330523104 0.0022503111157054136 0.0053329413187434265 0.0022719442229788764 0.0014936346915403324 0.0019182555115362912 0.0047507653746170801 0.002983620893354598
leaf_weight=26 56 1544 31 26 49 70 21 26 211 28 26 46 36 30 21 26 21 22 29 35 25 21 39 37 49 20 22 20 144 364
leaf_count=26 56 1544 31 26 49 70 21 26 211 28 26 46 36 30 21 26 21 22 29 35 25 21 39 37 49 20 22 20 144 364
internal_value=0 0.00341963 0.00167032 0.00210878 0.00279844 0.0026139 0.00330543 0.00170406 0.00146794 0.00337594 0.00214017 0.000742584 0.00114744 0.00204392 -4.78753e-05 0.00236996 0.00151949 0.00293487 0.00350713 0.00416531 0.00494936 0.00292905 0.00355854 0.00327516 0.00367938 0.0044457 0.0035891 0.00361135 0.00440534 0.0035431
internal_weight=0 2610 511 347 477 428 174 263 237 84 254 164 133 76 57 228 91 137 111 82 60 148 2133 127 106 69 2094 2072 164 1908
internal_count=3121 2610 511 347 477 428 174 263 237 84 254 164 133 76 57 228 91 137 111 82 60 148 2133 127 106 69 2094 2072 164 1908
is_linear=0
shrinkage=0.0226458


Tree=2962
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 0 11 2 4 4 1 1 15 16 0 150 160 48 12 160 3 2 4 12 16 3
split_gain=86.3836 10.5851 9.52937 5.66004 5.26928 3.88267 3.79586 2.59567 2.175 2.14555 1.99261 1.91763 2.01239 1.85661 1.54471 1.48962 1.42703 1.27708 1.25675 1.20543 1.33649 1.21558 0.986663 0.868189 0.937053 0.856165 0.938699 1.21149 0.827131 0.802276
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.091475000000000015 0.40124500000000002 -0.17966999999999997 -0.23194499999999998 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.033845000000000007 0.10124500000000002 0.086105000000000015 0.13592500000000005 -0.040964999999999994 -0.13027499999999997 0.091105000000000005 -0.078564999999999982 0.084670000000000009 0.093965000000000007 -0.067824999999999983 -0.0025099999999999996 0.11389000000000002 -0.059649999999999988 -1.0000000180025095e-35 -0.073404999999999984 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 11 10 22 -6 -1 18 12 -3 16 19 -12 28 -7 -4 20 -10 -22 -5 -14 -25 26 -11 -28 -8 -30
right_child=1 5 6 7 8 17 13 -9 14 25 15 -13 23 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0023383399770872978 0.0010532088028016302 0.0011415627379950028 0.0014572311734392673 0.0020653982742984051 0.0018250396963771292 0.00093700087097805119 0.0019163890415678753 0.0010900323855176173 0.001121490720087418 0.0019237473345727252 0.0023707513688636071 0.00045727548572864198 0.00097769708987198076 0.0015857904250945333 0.0010969894277820874 0.0018320159728741577 0.0013516912778696521 0.0015584666948160908 0.0019224668938169773 0.0010418095499692553 0.0019080742788278721 0.0013955915932405006 0.0016200584084798337 0.00076950576274971091 0.00035895874337104803 0.0013569076303606438 0.0017797809872897596 0.001290195857541864 0.0019735693618870994 0.0017447135644417951
leaf_weight=22 181 43 21 24 31 23 245 29 21 70 61 97 23 156 85 26 23 24 1150 22 35 31 67 39 40 21 58 26 64 363
leaf_count=22 181 43 21 24 31 23 245 29 21 70 61 97 23 156 85 26 23 24 1150 22 35 31 67 39 40 21 58 26 64 363
internal_value=0 0.00101629 0.00181708 0.00126364 0.00155856 0.000758662 0.00186881 0.00158104 0.0013615 0.00178362 0.00193457 0.000662393 0.000799609 0.00177159 0.00128743 0.00220975 0.0018133 0.00125435 0.00191412 0.00143594 0.0015356 0.00166736 0.00173751 0.000655452 0.000561634 0.00171388 0.00176256 0.00162824 0.0018291 0.00177902
internal_weight=0 590 2531 301 422 289 2109 120 225 197 1258 242 145 851 194 87 695 47 1171 109 87 66 91 102 79 175 154 84 672 427
internal_count=3121 590 2531 301 422 289 2109 120 225 197 1258 242 145 851 194 87 695 47 1171 109 87 66 91 102 79 175 154 84 672 427
is_linear=0
shrinkage=0.00188464


Tree=2963
num_leaves=31
num_cat=0
split_feature=1 12 47 1375 10 43 2 0 47 2 3 149 12 13 0 2 447 2 0 133 13 133 13 1456 16 1212 133 1 43 483
split_gain=2.46971 0.687697 0.371136 0.358463 0.374391 0.346035 0.311207 0.28211 0.267451 0.434774 0.331405 0.24285 0.240664 0.399867 0.306143 0.23221 0.287242 0.459475 0.27142 0.259606 0.422318 0.334735 0.321367 0.315955 0.275184 0.420608 0.284087 0.345505 0.276217 0.234289
threshold=0.11866500000000001 0.051320000000000005 0.085505000000000012 -0.27302499999999996 -1.0000000180025095e-35 -0.085154999999999995 0.098035000000000011 -0.040504999999999992 0.077555000000000013 1.0000000180025095e-35 0.096675000000000011 0.081720000000000015 -0.086254999999999984 -0.0072999999999999992 -0.14454499999999995 0.089005000000000015 0.084065000000000015 -0.080614999999999978 -0.13027499999999997 0.017095000000000003 -0.16152999999999998 0.088035000000000016 0.016935000000000002 -0.052299999999999992 0.38525000000000004 0.085650000000000018 -0.42671999999999993 0.089875000000000024 0.0068900000000000012 -0.095084999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 5 -5 8 -4 9 -6 -11 -2 13 14 -8 16 17 -3 -19 20 -17 22 23 -21 25 26 -22 28 -28 -20
right_child=2 15 7 4 6 -7 12 -9 -10 10 -12 -13 -14 -15 -16 19 -18 18 29 21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013322098052728285 0.00068012359206281602 0.0072278691184279121 0.0032322493707422758 -0.0011571313733229312 0.00097964118342893204 0.002525702009376725 0.00076444250872839171 0.00011807855507110158 0.0054922757896463184 0.0034619142781997063 0.0065813348157102028 0.0034424629731607459 0.0030494705067547682 -0.0014597013632625785 0.0044550617533782961 -5.9780010562548307e-05 0.0014504983990761796 0.005671423874390593 0.0056052020782160032 0.0039421478584728215 0.0040741556876551415 0.0035235777891423326 0.0032213217271472444 0.0075108441214002796 0.0043062353290465013 0.004883699030379207 0.0030120714717651563 -0.00065782592393480964 0.0010355918777949853 0.0037981842120350254
leaf_weight=23 227 25 84 23 34 41 27 21 45 109 24 20 199 20 25 24 26 50 43 23 54 365 33 38 102 51 144 23 57 1141
leaf_count=23 227 25 84 23 34 41 27 21 45 109 24 20 199 20 25 24 26 50 43 23 54 365 33 38 102 51 144 23 57 1141
internal_value=0 0.00354967 0.00141257 0.0028058 0.00292937 0.00120218 0.00315824 0.00260942 0.00384793 0.00340484 0.00402482 0.000903795 0.0026187 0.00142809 0.00253878 0.00374249 0.00395076 0.0040024 0.00393705 0.00344967 0.00304288 0.00385292 0.00513176 0.00616527 0.00321565 0.00287754 0.0025095 0.00213231 0.00245158 0.00386381
internal_weight=0 2769 352 570 547 64 483 105 212 167 133 247 271 72 52 2199 1285 1259 1234 914 455 459 94 61 431 329 278 224 201 1184
internal_count=3121 2769 352 570 547 64 483 105 212 167 133 247 271 72 52 2199 1285 1259 1234 914 455 459 94 61 431 329 278 224 201 1184
is_linear=0
shrinkage=0.0240319


Tree=2964
num_leaves=31
num_cat=0
split_feature=1 3 12 148 15 12 12 12 49 160 483 51 1 474 14 47 39 130 0 49 16 42 2 42 1208 50 133 50 1 43
split_gain=2.01489 0.358431 0.338232 0.299794 0.388791 0.294223 0.292667 0.263907 0.249287 0.277664 0.275804 0.322143 0.2916 0.356783 0.231508 0.228543 0.25927 0.203555 0.395421 0.217282 0.2049 0.195198 0.194667 0.189145 0.241021 0.204337 0.378585 0.193954 0.358358 0.815923
threshold=0.11146500000000002 0.31534000000000006 0.051320000000000005 -0.043434999999999994 -0.083359999999999976 -0.42850999999999995 0.11903500000000002 0.10645 -0.15302999999999997 -0.091944999999999985 -0.070084999999999981 0.092545000000000016 0.102705 0.086280000000000009 -0.47013499999999991 0.080455000000000013 0.099745000000000014 -0.050984999999999996 0.18019500000000002 -0.023059999999999997 -0.093244999999999981 0.095565000000000011 0.15950500000000004 0.11387000000000001 0.099975000000000008 0.020130000000000006 0.41068500000000002 1.0000000180025095e-35 0.077565000000000009 -0.12152999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 6 -3 7 14 -1 -10 -11 12 13 17 -5 16 21 -12 19 20 -19 -16 -7 27 25 -25 -27 28 -4 -30
right_child=1 5 23 4 -6 22 -8 -9 9 10 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0047963947225621219 -0.00015952062419473723 0.0017836241079693788 0.0031699194608456002 0.0034834933582745071 0.0027622693094494109 0.00022560312691850121 0.0035689859298173453 -0.0013005760587798351 0.0038618807426273522 0.0046204023894685651 0.0049705240837752155 -0.00034096739703193843 0.0011943568221098855 0.00048198681280756822 0.00059410692788278467 0.0025485045736120876 -0.0011851513393429573 0.00013447666134288591 -0.00023717162489969801 0.0035316847003773956 0.0027915661681579139 0.0027753842836797291 -0.0024398121448267951 0.0025427992905825234 0.003871907864086109 -0.0014168733232673254 0.0025849627790822376 0.0035263594692894556 -0.0008947938027973611 0.0027280390903185706
leaf_weight=20 37 34 1230 21 149 34 25 20 49 20 20 26 104 34 77 38 29 20 20 120 44 26 21 82 38 21 24 431 33 274
leaf_count=20 37 34 1230 21 149 34 25 20 49 20 20 26 104 34 77 38 29 20 20 120 44 26 21 82 38 21 24 431 33 274
internal_value=0 0.00144716 0.00294178 0.0017119 0.00189175 0.000191884 0.00134215 0.0010783 0.0024178 0.00231371 0.00212777 0.00199929 0.00216737 0.00255959 0.0013274 0.00106106 0.000632855 0.00287494 0.0026695 0.00298544 0.00196123 0.00114472 -0.000792101 0.00305895 0.00235107 0.00189602 0.000717439 0.0031183 0.00300387 0.00233861
internal_weight=0 511 2610 422 385 89 236 211 477 457 408 388 362 258 191 170 132 224 204 184 64 103 55 2133 165 127 45 1968 1537 307
internal_count=3121 511 2610 422 385 89 236 211 477 457 408 388 362 258 191 170 132 224 204 184 64 103 55 2133 165 127 45 1968 1537 307
is_linear=0
shrinkage=0.0217664


Tree=2965
num_leaves=31
num_cat=0
split_feature=1 2 48 123 97 44 12 147 52 1 1446 15 1429 123 34 13 156 130 0 52 12 151 52 97 0 1429 11 41 50 15
split_gain=1.67587 0.501695 0.292805 0.311043 0.251263 0.280533 0.248629 0.233279 0.254103 0.226899 0.224477 0.210765 0.207605 0.205393 0.218409 0.304279 0.23243 0.237391 0.230318 0.396095 0.222235 0.196085 0.230443 0.193247 0.1927 0.384133 0.358927 0.36523 0.308681 0.510584
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 -0.083924999999999986 1.0000000180025095e-35 -0.083994999999999986 0.089365000000000014 -0.087769999999999987 0.16773500000000005 0.11581000000000001 -0.47006499999999996 -0.092414999999999983 0.12294500000000001 -0.038779999999999995 -0.15078499999999997 1.0000000180025095e-35 -0.0060099999999999989 -0.079119999999999982 0.060015000000000006 -0.040564999999999997 -0.084084999999999979 -0.046924999999999988 -0.079444999999999988 -0.076579999999999995 0.086825000000000013 0.078065000000000009 0.079300000000000009 0.10883000000000001 -0.010414999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 -1 7 -5 10 -9 13 12 -3 -6 14 23 20 17 -17 -19 -20 -16 22 -13 -2 26 -26 28 -28 -14 -30
right_child=9 2 -4 6 5 -7 -8 8 -10 -11 -12 21 24 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00093203547020245889 0.0013340817228745556 0.0047195610310245889 -0.00055273883588523461 -0.0005061077962918674 0.0050823408699449185 0.0056859752434038329 0.0026564590429376442 0.0029883336441468215 -0.00056393264312039879 -0.0011840760154530768 0.0052417460940507397 -0.00094604004938484538 0.0030716500180051221 -0.0010707957271305123 0.0015971337988110535 -0.00010585269641355817 0.0045055673420947842 0.00082825546957831966 0.0020124247712722757 0.0056357460138768238 -0.00081074312860210959 0.002493316060652416 0.0023519250684614131 -0.0018384884786191503 0.0022745581930078721 0.0052334603278251955 0.0068565764346003423 0.0029050633192048486 0.0028751939402127608 -0.00019845751234213576
leaf_weight=33 21 21 20 36 24 20 21 22 21 23 23 20 1418 20 43 27 20 39 60 22 39 505 26 20 368 25 26 24 92 42
leaf_count=33 21 21 20 36 24 20 21 22 21 23 23 20 1418 20 43 27 20 39 60 22 39 505 26 20 368 25 26 24 92 42
internal_value=0 0.00276123 0.00219873 0.00228622 0.00293198 0.00296333 0.000659048 0.00293721 0.00125351 0.00102976 0.00297267 0.00244836 0.00294682 0.00119349 0.00134911 0.00160538 0.00216838 0.00185254 0.00228954 0.00298454 0.000451924 0.0023618 0.000918027 -0.000213513 0.00292113 0.00246278 0.00303357 0.00495985 0.00297151 0.00191181
internal_weight=0 2787 649 629 2138 2105 57 2085 43 334 2042 572 2019 311 291 250 168 148 121 82 82 551 46 41 1995 393 1602 50 1552 134
internal_count=3121 2787 649 629 2138 2105 57 2085 43 334 2042 572 2019 311 291 250 168 148 121 82 82 551 46 41 1995 393 1602 50 1552 134
is_linear=0
shrinkage=0.0230987


Tree=2966
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 4 4 0 0 14 15 15 2 0 43 4 15 2 47 0 52 3 49 0 2 160
split_gain=69.8228 8.07519 7.51848 4.94011 4.42884 3.11034 2.61935 2.64938 1.96058 1.71513 1.51966 1.51392 1.33045 1.27673 1.25196 1.24382 1.16706 1.13008 1.07222 0.866078 1.42008 0.957395 0.828442 0.703669 0.676456 0.61536 0.636676 0.59386 0.592193 0.59099
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.42051500000000003 0.14285500000000004 0.23246000000000003 -0.15464999999999998 0.033845000000000007 -0.030209999999999997 -0.23194499999999998 0.076175000000000007 -0.41396999999999995 0.13592500000000005 0.092235000000000025 -0.13027499999999997 -0.04890499999999999 -0.064054999999999987 -0.037864999999999989 0.099185000000000009 0.091680000000000011 -0.10011499999999998 1.0000000180025095e-35 -0.045649999999999989 0.12497000000000001 -0.15931499999999996 0.10402500000000002 -0.059339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 13 7 -3 22 -6 15 16 -1 17 -8 23 18 -4 -11 21 -21 -14 -5 -7 28 26 29 -20 -18 -25
right_child=1 6 5 8 9 10 14 -9 -10 11 -12 -13 19 -15 -16 -17 24 -19 27 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018986720079420794 0.00082790745867747449 0.00096211312269928336 0.0012310230826046195 0.0016663203146331967 0.0014469729865135212 0.0017973466996447102 0.000512905170666162 0.00045530138193115648 0.00098047215645551871 0.00098147451913033873 0.0013148890270163187 0.00056262782529466714 0.0017079964302948443 0.0019050823335819023 0.0001118503417433892 0.0010879552702853373 0.0010857679338757767 0.0016062754727266949 0.001219789305826529 0.0014526384107293746 0.00097971633616764564 0.0012416331121583733 0.0012945727243693608 0.00142568692999485 0.001253539804872879 0.0011913836135995974 0.0011947567753360976 0.0016411207354223363 0.00075163550852889972 0.0015508756893558527
leaf_weight=22 181 88 27 37 40 28 113 55 41 27 171 20 52 46 33 23 28 1068 21 74 29 20 42 160 20 20 20 23 46 546
leaf_count=22 181 88 27 37 40 28 113 55 41 27 171 20 52 46 33 23 28 1068 21 74 29 20 42 160 20 20 20 23 46 546
internal_value=0 0.000809209 0.0015012 0.00101687 0.00128049 0.00154537 0.00059293 0.000767186 0.00130188 0.00110685 0.00146984 0.0010333 0.00147881 0.00160944 0.000422256 0.00150309 0.00109036 0.00159702 0.00126565 0.00142603 0.00131949 0.00157845 0.00146868 0.00151542 0.000957952 0.00150484 0.00151348 0.00144003 0.000878064 0.0015225
internal_weight=0 590 2531 301 422 2109 289 143 120 225 968 185 197 1141 146 797 165 1095 71 175 103 72 79 774 94 746 726 44 74 706
internal_count=3121 590 2531 301 422 2109 289 143 120 225 968 185 197 1141 146 797 165 1095 71 175 103 72 79 774 94 746 726 44 74 706
is_linear=0
shrinkage=0.00181146


Tree=2967
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 4 43 2 150 43 2 0 52 4 16 39 12 1 11 1 0 4 16 2 2 4 3 3 0
split_gain=59.8829 7.71838 6.67474 3.76017 3.50595 3.11749 2.49824 2.48864 1.65433 1.42238 1.4119 1.38085 1.36635 1.20365 1.02602 1.25277 0.964828 0.962552 1.06126 0.927373 0.800159 0.741578 0.673818 0.832931 0.633241 0.630529 0.625813 0.813018 0.618682 0.594931
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.042705000000000007 -0.025214999999999998 0.11177500000000001 1.0000000180025095e-35 -0.04890499999999999 0.121465 -0.23194499999999998 0.056145000000000007 0.27834500000000006 -0.44310499999999992 0.096625000000000016 0.088245000000000004 0.089875000000000024 1.0000000180025095e-35 0.122715 -0.081894999999999982 -0.011209999999999999 -0.008904999999999998 0.10276500000000001 0.11389000000000002 -0.059649999999999988 0.013900000000000001 0.14121000000000003 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 12 7 11 16 -9 10 -6 17 -1 -7 15 -8 21 18 19 -4 -2 -3 -10 28 -11 26 -14 -28 -24 -19
right_child=1 5 6 -5 9 13 14 8 22 24 -12 -13 25 -15 -16 -17 -18 29 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017659577953055621 0.0013363409263249379 0.00046017921011303592 0.0014852166695663159 0.00071962053017311214 0.00082917109790855612 0.00014200293116131544 0.0014869181713659232 0.0011649651298874103 0.0010159513062504661 0.00095652414458849433 0.0012516767623169146 0.0010752824092655335 0.0014536326045609118 0.00057831616532140299 0.00086343730059040954 0.0011975070341733556 0.00034515935921840187 0.0016319101886026594 0.0011303948919671022 0.0017291961698674811 0.00098680798676518532 0.00077504243247438495 0.00094440366813037092 0.00038130335631579376 0.00065262998829314768 0.00099253145604363065 0.0013278791792665045 0.00092254651926407976 0.00059090522848740409 0.0013978787596054989
leaf_weight=22 83 45 725 74 36 59 69 39 22 60 93 34 70 32 21 170 63 37 26 55 29 54 33 25 36 21 62 22 32 972
leaf_count=22 83 45 725 74 36 59 69 39 22 60 93 34 70 32 21 170 63 37 26 55 29 54 33 25 36 21 62 22 32 972
internal_value=0 0.00073113 0.00137198 0.00103648 0.00116402 0.000590547 0.00141359 0.000676348 0.000843652 0.00100952 0.00113377 0.00143697 0.00134047 0.000295432 0.00124733 0.00128106 0.000520404 0.00144374 0.00149042 0.00150242 0.00124584 0.000631923 0.000731766 0.000662299 0.000842564 0.00128698 0.00132714 0.00122172 0.000770374 0.00140646
internal_weight=0 590 2531 186 422 404 2109 313 151 225 129 1849 197 91 260 239 162 1815 806 780 112 99 112 90 96 175 154 84 65 1009
internal_count=3121 590 2531 186 422 404 2109 313 151 225 129 1849 197 91 260 239 162 1815 806 780 112 99 112 90 96 175 154 84 65 1009
is_linear=0
shrinkage=0.00181146


Tree=2968
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 4 3 16 14 2 43 43 4 43 3 3 12 48 4 43 3 52 16 15 43 52 3 42 0 131
split_gain=1.91705 0.583855 0.361268 0.297912 0.26329 0.238981 0.234838 0.338595 0.257092 0.215434 0.214934 0.289879 0.34895 0.263284 0.297434 0.268993 0.211785 0.208613 0.207761 0.236337 0.450725 0.294838 0.307644 0.339393 0.26472 0.205098 0.21884 0.192795 0.188567 0.3366
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 0.40945500000000007 -0.13309499999999996 -0.11118499999999999 -0.46596499999999991 0.14530500000000005 -0.078139999999999973 -0.11720999999999999 1.0000000180025095e-35 -0.020444999999999994 -0.11171999999999999 0.11924500000000002 -0.081419999999999979 -0.024949999999999996 0.033845000000000007 0.054355000000000007 -0.087129999999999985 1.0000000180025095e-35 0.41553500000000004 -0.085319999999999993 -0.077824999999999991 0.048520000000000008 -0.081459999999999991 -0.035074999999999988 -0.086074999999999985 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 9 -7 16 -9 -2 11 27 -13 -12 -15 17 -8 -16 28 21 -21 22 23 -20 -24 -23 -27 -5 29 -3
right_child=5 18 -4 4 -6 6 7 8 -10 -11 13 12 -14 14 15 -17 -18 -19 19 20 -22 25 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00010900151343436387 0.0024783166944990901 0.0036233138849534508 -0.00064171018151352218 0.001929115302088748 0.0049967164582971138 0.0030568654552433688 0.0019081779983661344 0.00030873352875614385 -0.0035445598911083083 0.00053186023356295055 0.0052724854000446046 0.0020322307078541957 -0.00089430940057113033 1.5162175302104037e-05 0.0013864063425341943 0.0015671706969302198 -0.00013067549572128278 0.0035640676612176338 0.0020062420565421231 0.006845778242858808 0.0026166124061083517 0.0055606624042246911 0.0016481304515177902 -0.0008263907195557303 0.005181613626075751 0.0016033790056301884 0.0041179962770484082 0.0050758947337635422 0.0032467617692588518 0.0060879135391307352
leaf_weight=23 109 545 21 23 27 20 62 20 20 47 25 82 33 22 29 67 56 205 76 22 43 21 25 36 24 39 41 22 1302 34
leaf_count=23 109 545 21 23 27 20 62 20 20 47 25 82 33 22 29 67 56 205 76 22 43 21 25 36 24 39 41 22 1302 34
internal_value=0 0.0031319 0.00245265 0.0025691 0.00268424 0.00120522 0.000603427 0.000292865 -0.00161791 0.00189188 0.00256133 0.00183231 0.00119244 0.00289651 0.00271261 0.00290977 0.000940587 0.00329419 0.00331002 0.00275092 0.00404802 0.00242912 0.0017906 0.00109575 0.00337882 0.00344697 0.00289212 0.00346754 0.00340722 0.00376804
internal_weight=0 2787 579 558 535 334 178 158 40 156 508 160 115 348 323 301 118 234 2208 327 65 262 161 112 49 101 80 45 1881 579
internal_count=3121 2787 579 558 535 334 178 158 40 156 508 160 115 348 323 301 118 234 2208 327 65 262 161 112 49 101 80 45 1881 579
is_linear=0
shrinkage=0.0240319


Tree=2969
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 1 16 475 3 42 43 13 43 3 15 160 49 2 13 3 3 0 1429 1447 160 3 42 42 159 15
split_gain=1.55281 0.472923 0.292627 0.241309 0.213265 0.194169 0.189385 0.24349 0.20895 0.302716 0.283109 0.307471 0.216835 0.205584 0.286575 0.220486 0.189532 0.181421 0.254167 0.223254 0.470737 0.428207 0.316622 0.35546 0.313697 0.309523 0.378952 0.394495 0.349902 0.26157
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 0.16773500000000005 0.15273500000000004 -0.079669999999999977 -0.11171999999999999 -0.0072999999999999992 -0.078139999999999973 -0.0082249999999999979 -0.080884999999999985 0.11658 -1.0000000180025095e-35 -0.076689999999999994 0.091325000000000003 0.089005000000000015 -0.097224999999999992 -0.082234999999999989 -0.082484999999999989 -0.086409999999999987 0.084770000000000012 -0.085804999999999979 -0.52336499999999997 -0.082039999999999988 0.10571500000000002 0.11839500000000001 0.11389500000000001 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 7 -5 -9 16 11 12 -11 14 15 -12 -10 18 -3 20 22 -22 23 -20 -25 -21 28 -28 -27 -26
right_child=5 17 -4 4 -6 -7 -8 8 9 10 13 -13 -14 -15 -16 -17 -18 -19 19 25 21 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=-0.00011724004552825216 0.0014846329449673306 0.0053910450053784361 -0.00069021274222525494 9.3149788297715392e-05 0.0053743848882501334 -0.0012500563881767354 0.003966397370243898 0.00054909817302085332 0.0058653328527261024 0.0031035202074724279 0.0054353731124539128 -0.0019438944074410833 -0.00030776969424983058 0.0017742862701834866 0.0059561674932510434 0.0022308001397045754 0.0025100853369981768 0.0032515970970623332 0.0011632087723816038 0.00033444767219173107 0.0099711844642017093 0.0040280465665419561 0.001348057141284687 0.0075474004903940241 0.0041690160873270711 0.0039159233280576262 -0.0018636803386240068 0.0034095611356554688 2.3211747031522132e-06 0.0022221163893814668
leaf_weight=23 311 76 21 32 27 23 88 34 41 51 23 20 22 63 36 77 21 918 36 30 20 20 41 21 590 326 22 25 20 63
leaf_count=23 311 76 21 32 27 23 88 34 41 51 23 20 22 63 36 77 21 918 36 30 20 20 41 21 590 326 22 25 20 63
internal_value=0 0.00336862 0.00263803 0.00276329 0.00288712 0.00129632 0.00275492 0.00250109 0.00269968 0.00290624 0.00251924 0.00121108 0.00207546 0.00313059 0.00375888 0.00296785 0.00472888 0.00356021 0.00377982 0.00367895 0.00396377 0.00699962 0.00380207 0.00394378 0.0040923 0.00314636 0.00336101 0.000941235 0.0036897 0.00398118
internal_weight=0 2787 579 558 535 334 508 420 388 354 292 93 73 199 136 100 62 2208 1290 1214 791 40 751 710 674 423 393 47 346 653
internal_count=3121 2787 579 558 535 334 508 420 388 354 292 93 73 199 136 100 62 2208 1290 1214 791 40 751 710 674 423 393 47 346 653
is_linear=0
shrinkage=0.0287203


Tree=2970
num_leaves=31
num_cat=0
split_feature=4 3 148 49 2 15 48 12 3 1444 4 96 48 52 0 13 42 42 2 49 43 2 52 3 160 479 52 474 472 16
split_gain=1.28382 0.417942 0.344131 0.326394 0.320039 0.270443 0.245082 0.237198 0.213811 0.212403 0.444029 0.200212 0.203607 0.230372 0.247124 0.243785 0.22309 0.320548 0.285699 0.406993 0.199027 0.198734 0.171252 0.1673 0.168622 0.193917 0.165407 0.284956 0.355077 0.254847
threshold=0.27044500000000005 -0.07359499999999998 -0.081574999999999995 0.14321000000000003 0.25063000000000007 -0.15914499999999995 -0.091869999999999993 1.0000000180025095e-35 0.30112000000000005 -0.083894999999999983 -0.51843499999999987 0.086715000000000014 0.12118000000000002 -0.068719999999999989 0.034820000000000011 0.10820000000000002 0.09112000000000002 0.099760000000000015 0.13754500000000003 -0.023059999999999997 -0.069134999999999988 -0.0091949999999999983 0.12603000000000003 0.12745000000000004 -0.54200499999999985 0.083230000000000012 -0.53299999999999992 0.023345000000000001 -0.082054999999999975 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 11 -1 -4 -7 21 -9 -11 12 13 -2 15 16 18 -18 19 -15 -19 -8 -5 24 -23 -26 27 -12 -29 -28
right_child=4 2 3 22 -6 7 8 9 -10 10 26 -13 -14 14 -16 -17 17 20 -20 -21 -22 23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0050874662910206205 -0.00042440632491583203 -0.0010110861865423443 0.004973277494504544 0.001578538949929844 -0.0017880035225543692 0.00080445321538292168 0.0011402196970207515 0.00042570882840912522 0.00091476306784625105 0.0067577066077849956 0.0027921892392986374 -0.00092113942440603209 -0.00070814091262164775 0.00069120737661564177 0.0044627902589152411 -0.00098291173226407159 -0.001978527962614472 0.0038251875362724508 0.00052896415580144492 0.0041123140343537843 0.000155373293393557 0.0046168444135657426 -0.0015503537784687825 0.0043944145598042751 0.0025662945434680429 -4.1369680102971427e-05 0.0030203031193862377 0.0024747374856585089 0.006589115045851259 0.0021368069635973545
leaf_weight=40 31 21 26 29 24 35 63 22 60 21 82 25 26 33 24 21 21 20 38 82 20 26 20 36 549 20 1381 22 40 263
leaf_count=40 31 21 26 29 24 35 63 22 60 21 82 25 26 33 24 21 21 20 38 82 20 26 20 36 549 20 1381 22 40 263
internal_value=0 0.00275718 0.00227749 0.0023608 0.00111545 0.0029711 0.00249017 0.00292573 0.00240454 0.00296628 0.00299718 0.0013198 0.00149709 0.0016948 0.00194845 0.00169166 0.00195412 0.000623969 0.00248445 0.00313061 0.00199028 0.00253334 0.00030144 0.00267243 0.00256825 0.00247464 0.00295301 0.00379839 0.00512917 0.00287897
internal_weight=0 2756 850 829 365 1906 780 1866 754 1831 1809 341 316 290 259 235 214 61 153 115 40 694 49 631 595 569 1788 144 62 1644
internal_count=3121 2756 850 829 365 1906 780 1866 754 1831 1809 341 316 290 259 235 214 61 153 115 40 694 49 631 595 569 1788 144 62 1644
is_linear=0
shrinkage=0.0260129


Tree=2971
num_leaves=31
num_cat=0
split_feature=4 2 13 2 43 12 15 40 45 4 48 4 157 13 16 13 1212 13 16 42 43 0 160 160 131 159 475 15 157 157
split_gain=1.0399 0.358909 0.276629 0.259232 0.25779 0.222915 0.23406 0.215279 0.204554 0.219521 0.251848 0.278953 0.249134 0.443058 0.236238 0.327168 0.335687 0.605419 0.454627 0.243138 0.205281 0.197405 0.189752 0.431364 0.245163 0.268595 0.244537 0.32147 0.284184 0.26238
threshold=0.27044500000000005 0.12043500000000001 0.05868000000000001 0.25063000000000007 -0.23714499999999997 -0.010834999999999999 -0.11713499999999999 -1.0000000180025095e-35 0.084355000000000013 -0.082249999999999976 0.092475000000000016 -0.51843499999999987 -0.24909499999999998 -0.068269999999999983 -0.088704999999999992 -0.085744999999999988 0.087685000000000013 -0.081659999999999996 -0.076354999999999992 0.088465000000000002 0.0041500000000000009 -0.038659999999999993 -0.089744999999999978 -0.086829999999999977 0.088845000000000021 -0.020314999999999996 -0.084169999999999981 -0.011859999999999997 -0.086244999999999988 -0.081579999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -4 6 -1 -8 9 10 11 -7 13 -11 19 -16 17 -17 -18 -13 -19 22 24 -24 -14 -26 27 28 -25 -30
right_child=3 2 4 -5 -6 8 7 -9 -10 12 -12 14 21 -15 15 16 18 20 -20 -21 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=0.0034449723382548466 0.0010547493108713131 0.0016898844305217333 0.0013776840223015698 -0.0014289265677158651 -0.0023310072971631074 0.0047725701727680103 0.0016182468585892542 -0.0004449445192510372 0.0046650402695726607 0.0025786293787510716 0.00052956027958181147 0.0030913487365019122 0.0030885486851125739 -0.0020764107157646423 0.00032055118972763494 0.006702480808047695 0.0022901943900768217 0.0028245029808846747 -0.001676282615263169 0.0058701627020506675 0.00073081478338568096 -5.6552093546288374e-05 -0.00029507400918000304 0.0016003701970124567 0.0026734903117071633 -0.00044780426259185608 0.0020968963978377744 0.001345401426052081 0.0064358188214407065 0.0034736444022448972
leaf_weight=30 341 147 20 24 20 35 148 33 20 24 28 84 249 20 36 21 58 335 21 21 27 20 38 21 38 24 1136 36 27 39
leaf_count=30 341 147 20 24 20 35 148 33 20 24 28 84 249 20 36 21 58 335 21 21 27 20 38 21 38 24 1136 36 27 39
internal_value=0 0.00220347 0.00122645 0.000891439 -0.000476662 0.00227458 0.00155529 0.00124208 0.00233895 0.00231905 0.00267369 0.00276779 0.00217779 0.000462702 0.00265142 0.00244149 0.00260676 0.00288954 0.00123581 0.00364711 0.00266834 0.00222414 0.00225251 0.00212964 0.00276493 0.00146525 0.00220282 0.00318115 0.00394077 0.00468544
internal_weight=0 2756 187 365 40 2569 211 181 2358 2338 666 638 1672 44 603 498 462 383 79 105 362 1628 1608 1297 311 62 1259 123 87 66
internal_count=3121 2756 187 365 40 2569 211 181 2358 2338 666 638 1672 44 603 498 462 383 79 105 362 1628 1608 1297 311 62 1259 123 87 66
is_linear=0
shrinkage=0.0230987


Tree=2972
num_leaves=31
num_cat=0
split_feature=2 96 3 0 39 121 15 49 483 3 14 1203 130 3 160 133 11 0 160 403 403 12 160 43 15 3 3 130 4 481
split_gain=0.882541 0.400986 0.319695 0.262329 0.290961 0.235402 0.263723 0.268529 0.251597 0.238376 0.287005 0.235632 0.776778 0.265486 0.25187 0.419929 0.322327 0.418106 0.256149 0.233023 0.302498 0.226002 0.222788 0.211833 0.201293 0.244361 0.410196 0.369479 0.659962 0.326952
threshold=0.13404500000000005 0.087655000000000025 0.31299000000000005 0.034820000000000011 -1.0000000180025095e-35 -0.082399999999999987 0.083195000000000005 -0.15302999999999997 0.11194500000000002 -0.12711499999999995 0.077685000000000018 0.084795000000000023 0.085620000000000016 -0.076514999999999986 0.055845000000000006 0.089595000000000022 0.097680000000000017 0.13134000000000004 0.10455000000000002 -0.088144999999999987 -0.16205499999999998 -0.12529499999999996 -0.53327999999999987 -0.081779999999999978 0.084050000000000014 -0.087319999999999995 -0.086049999999999988 0.006490000000000001 -0.068329999999999988 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 -7 11 10 -8 13 -13 14 16 18 17 19 23 20 -9 -15 -21 -16 -11 -26 29 -28 -29 -27
right_child=3 -3 -4 -5 -6 6 9 8 -10 24 -12 12 -14 21 15 -17 -18 -19 -20 22 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0044547066788225781 -0.0018911500605770734 -0.00079310915165121379 0.00020742852312100304 -0.001735308489673614 0.0010329131467816828 0.003855239563248708 0.0057265861216145757 0.0017827266134533095 0.0033183346836324328 0.0036938717351055628 0.002440772657747144 -0.0024559215436460793 0.0034673953096775118 0.0035249060055550585 0.0053301469671627275 0.00015517446776977759 -0.00049590049122971095 0.0044878760330969289 0.0022852383994178354 -0.00039161502631023898 -0.0017140003116155906 0.001326221235496786 0.0020265017853661558 0.0028252788949997389 0.0015363917670314299 0.0066489750817074833 0.0020170759178332652 0.0059098966460205951 0.0010246069184685789 0.0028841810039608733
leaf_weight=21 20 28 53 25 197 34 23 33 55 46 37 27 21 26 43 26 30 33 64 21 22 614 636 31 267 20 575 36 25 32
leaf_count=21 20 28 53 25 197 34 23 33 55 46 37 27 21 26 43 26 30 33 64 21 22 614 636 31 267 20 575 36 25 32
internal_value=0 0.00195764 0.00198465 0.000505282 0.000763414 0.00201832 0.00199989 0.00182289 0.00178181 0.00228616 0.00370033 0.00172987 0.00013553 0.00177834 0.00202561 0.00284799 0.00185158 0.00194611 0.00335533 0.00182831 0.000384036 0.00141554 0.00194921 0.00428081 0.0022014 0.00212951 0.00235969 0.00219841 0.00390773 0.00433218
internal_weight=0 2879 2851 242 217 2798 2777 1716 1682 1061 60 1627 48 1579 939 164 775 745 138 712 55 640 657 74 1001 955 688 636 61 52
internal_count=3121 2879 2851 242 217 2798 2777 1716 1682 1061 60 1627 48 1579 939 164 775 745 138 712 55 640 657 74 1001 955 688 636 61 52
is_linear=0
shrinkage=0.0230987


Tree=2973
num_leaves=31
num_cat=0
split_feature=4 2 1452 52 16 158 16 16 160 50 3 3 13 0 3 3 2 106 160 51 47 13 10 12 0 474 1429 48 4 156
split_gain=0.734603 0.248431 0.274012 0.275328 0.312374 0.332393 0.302756 0.26384 0.255105 0.246119 0.279385 0.357777 0.240973 0.241885 0.219953 0.219137 0.211218 0.200801 0.195153 0.189744 0.21196 0.178678 0.178607 0.177597 0.195547 0.171526 0.178457 0.173954 0.210376 0.209612
threshold=0.26790000000000008 0.094835000000000017 0.10893000000000001 -0.45478499999999994 -0.015314999999999997 0.094850000000000004 0.0057500000000000008 -0.0024749999999999993 -0.088079999999999978 -0.13200999999999999 0.12745000000000004 0.013900000000000001 -0.075129999999999988 -0.068944999999999992 -0.07793499999999999 0.63141500000000017 0.113445 0.085655000000000009 0.092070000000000013 0.14330000000000001 0.084635000000000016 0.27020000000000005 -0.15282499999999996 0.095565000000000011 -0.08824499999999999 -0.10160499999999999 0.087935000000000027 0.093265000000000015 -0.17966999999999997 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -3 5 14 7 -6 -8 16 11 12 -11 -14 23 22 -10 21 19 20 -16 25 -2 24 -5 -1 27 28 -27 -30
right_child=15 2 -4 4 6 -7 8 -9 9 10 -12 -13 13 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0038758308063644655 -0.00088687345379792767 0.0023258033823518511 0.0042129531201427865 0.0020181269153825092 0.00029648738381905868 -0.0012856046888787751 0.0027186823703393551 -0.0030957782235899742 0.0037676484602082098 0.0019685389356245268 0.0022469512700215521 -0.0031725500977884433 -0.0025463593855877421 0.00042744325288066 0.0011034641151196993 -0.0016813604005281493 0.00049947274854003729 0.00012518844172730733 0.0033296231571083809 -0.00094659829699668809 0.0030722718604328462 0.0036750311262889728 0.0010126120017104568 0.0015729651404017462 0.0048131659384250611 0.0037101598229582235 0.00041176367267476571 0.0010676347041879827 0.0020690353262471503 0.0009450179534500479
leaf_weight=26 30 152 20 24 35 20 40 20 23 32 30 20 22 49 169 20 21 32 28 20 37 35 327 39 33 41 41 108 1529 98
leaf_count=26 30 152 20 24 35 20 40 20 23 32 30 20 22 49 169 20 21 32 28 20 37 35 327 39 33 41 41 108 1529 98
internal_value=0 0.00182771 0.00148845 0.00142151 0.00121388 0.00166854 0.000637771 -0.000937064 0.00100324 0.000654926 0.000208337 -0.000288886 0.000271049 -0.000494017 0.00183735 0.000718543 0.00220784 0.00197585 0.00147424 0.00124437 0.00145708 0.00200738 0.000852991 0.00279807 0.00363631 0.00197571 0.00194853 0.001984 0.00204334 0.00200133
internal_weight=0 2744 834 814 662 370 292 55 237 197 153 123 103 71 350 377 44 1910 254 226 206 1878 357 96 57 1843 1817 1776 1668 1627
internal_count=3121 2744 834 814 662 370 292 55 237 197 153 123 103 71 350 377 44 1910 254 226 206 1878 357 96 57 1843 1817 1776 1668 1627
is_linear=0
shrinkage=0.0235607


Tree=2974
num_leaves=31
num_cat=0
split_feature=1 44 12 132 454 151 149 3 42 1185 13 52 4 155 1212 1212 42 0 12 43 150 403 403 42 16 0 49 2 1 16
split_gain=0.638029 0.209585 0.228721 0.229478 0.224192 0.194957 0.175932 0.457611 0.198427 0.199617 0.202788 0.525483 0.238863 0.255861 0.222371 0.389515 0.229084 0.218268 0.297272 0.23639 0.202555 0.207135 0.371299 0.519531 0.182505 0.343425 0.462217 0.291046 0.395983 0.262774
threshold=0.12000500000000001 0.081805000000000017 0.078300000000000008 0.092395000000000019 -1.0000000180025095e-35 0.10365500000000001 0.079625000000000015 -0.085784999999999986 -0.12099999999999998 0.089620000000000019 0.0049450000000000006 0.4002400000000001 -0.37944499999999992 0.11814000000000001 0.12218000000000002 0.11137000000000001 0.089625000000000024 -0.083554999999999977 0.091625000000000012 -0.11720999999999999 -0.088479999999999989 -0.5492149999999999 -0.53255499999999989 0.11603500000000001 -0.0073349999999999986 -0.097024999999999986 -0.046979999999999987 0.08839000000000001 0.079415000000000013 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 -4 10 14 12 13 -12 15 20 -16 -14 -19 -20 -10 -22 23 -23 25 26 -24 -28 -29 -27
right_child=-2 -3 6 -5 5 -7 7 -9 9 -11 11 -13 17 -15 16 -17 -18 18 19 -21 21 22 24 -25 -26 29 27 28 -30 -31
leaf_value=-0.0012425846800125358 0.00059670304371051825 0.00382828272612266 0.002841707782380614 -0.0010468636038698902 0.001609203617225547 -0.00095908400707176821 0.0062856400986255941 0.00089545510212876895 0.0038657609760146894 0.004043446134108084 0.0051373937648592355 -0.0022331303929589148 0.0022982944748975239 0.0017829200075834726 0.0056261280499738942 -0.0014854886124513421 0.0022540861604512809 -0.00142414231064197 0.0024594824963358386 0.00026442882167450663 0.0035826908429996639 -0.0034463011995589194 -0.002339565591950346 0.0019948783534514771 0.0014139326311205631 0.0021509202820374691 0.0028511981253762381 0.0016345561355273171 -0.0026237615302584674 0.0049139220722911377
leaf_weight=20 334 32 121 26 495 20 20 21 32 25 21 27 69 50 20 23 38 37 54 78 42 21 24 25 456 840 58 49 20 23
leaf_count=20 334 32 121 26 495 20 20 21 32 25 21 27 69 50 20 23 38 37 54 78 42 21 24 25 456 840 58 49 20 23
internal_value=0 0.00177625 0.00175241 0.00129288 0.00140658 0.00150946 0.00186991 0.00352481 0.0018384 0.00177865 0.00175044 0.00117876 0.00147689 0.00277509 0.00186539 0.00180961 0.00341686 0.00108961 0.00059612 0.00116241 0.00185727 0.00181602 0.00176707 -0.000489138 0.00183768 0.00202824 0.000906212 0.00151959 0.000400261 0.00222456
internal_weight=0 2787 2755 561 535 515 2194 41 2153 2032 2007 336 309 71 1671 1613 58 238 169 132 1590 1558 1516 46 1470 1014 151 127 69 863
internal_count=3121 2787 2755 561 535 515 2194 41 2153 2032 2007 336 309 71 1671 1613 58 238 169 132 1590 1558 1516 46 1470 1014 151 127 69 863
is_linear=0
shrinkage=0.0255028


Tree=2975
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 4 4 1 14 0 15 0 52 52 4 2 1 49 15 16 16 4 12 12 2 16 3 51
split_gain=66.0537 11.9648 6.19157 4.97316 3.93075 2.67773 2.51045 1.91922 1.85902 1.84135 1.28739 1.70051 1.54032 1.22957 1.20896 1.15203 1.29028 1.03069 0.988841 0.979651 0.897245 1.0242 0.859122 0.765028 1.07819 0.738514 0.739126 0.72383 0.593638 0.58962
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 -0.025214999999999998 -0.17966999999999997 0.042705000000000007 0.077845000000000011 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 -0.07929499999999999 0.048770000000000008 1.0000000180025095e-35 0.24564500000000003 0.10613000000000002 0.11751000000000002 -0.054984999999999992 -0.45963999999999994 -0.008904999999999998 -0.039889999999999988 -0.49013999999999996 0.08401500000000002 0.09320500000000001 0.098630000000000009 -0.14771999999999999 0.092670000000000016 0.13995500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 8 18 -8 10 -4 11 12 -1 29 -6 16 27 -9 -3 -2 -19 -22 -14 25 -25 26 28 -10 -15 -13
right_child=1 4 9 -5 14 -7 7 17 15 -11 -12 13 22 23 -16 -17 -18 20 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017230365016219235 0.0010706526157769037 0.00080376623399477465 0.0014571172189125495 0.0008542727433800925 0.00019111765918164078 0.0011085031420663843 0.0014637472972132074 0.0011313324700251265 0.0016248663540754165 0.0008929049615192772 0.0018022351901743382 0.0016142518882230489 0.00097518055558355461 0.002026424763573959 0.00063134718551141936 0.0015601988235868437 0.00095570694578421404 0.0011441142574099632 0.00052382281763710273 0.001477700988541331 0.00082999857231719145 0.00041511344174055109 0.0014185663254815324 0.0011777225797200326 0.0015006342066422103 0.0014176487321913385 0.0015157697633391793 0.0013188891524181857 0.0016266241720358197 0.0013518562513616264
leaf_weight=22 24 70 28 85 57 48 21 39 34 67 78 1148 37 32 34 110 28 20 112 127 74 28 25 38 497 36 33 118 21 30
leaf_count=22 24 70 28 85 57 48 21 39 34 67 78 1148 37 32 34 110 28 20 112 127 74 28 25 38 497 36 33 118 21 30
internal_value=0 0.000874174 0.00152159 0.00121177 0.000699071 0.0015404 0.000784939 0.000938385 0.00154947 0.0010592 0.00156954 0.00156008 0.00130301 0.00157185 0.000355599 0.00141123 0.00132019 0.000869859 0.000631493 0.001413 0.000786273 0.000716109 0.00115397 0.00150781 0.0014777 0.00163984 0.00173285 0.00138733 0.00186801 0.00160757
internal_weight=0 691 2430 236 455 2335 364 182 2287 95 1997 1919 84 1835 91 290 180 161 182 151 122 102 62 657 535 122 86 152 53 1178
internal_count=3121 691 2430 236 455 2335 364 182 2287 95 1997 1919 84 1835 91 290 180 161 182 151 122 102 62 657 535 122 86 152 53 1178
is_linear=0
shrinkage=0.00184769


Tree=2976
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 15 4 0 14 4 2 1 12 4 15 2 2 14 4 159 12 2 0 1 0 39 0
split_gain=45.6834 6.34464 5.5296 4.7317 3.16321 2.24411 1.60307 1.45752 1.32786 1.14873 1.06943 0.947096 0.816784 0.905672 1.00116 0.788404 0.717596 1.22344 0.832586 0.709036 0.708192 0.621471 0.589816 0.633087 0.605927 0.578736 0.537869 0.52774 0.511966 0.506311
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.090455000000000021 0.40124500000000002 0.024640000000000006 0.033845000000000007 -0.23194499999999998 0.076175000000000007 -0.16363499999999997 0.10252500000000002 0.095950000000000021 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.14019000000000004 -0.46413499999999996 -0.036839999999999991 0.084250000000000005 -0.083994999999999986 0.11177500000000001 -0.13027499999999997 0.16540500000000002 -0.23194499999999998 0.084405000000000008 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 26 11 21 12 15 -1 25 -6 14 -14 29 18 -18 -12 20 -2 -5 23 -22 -25 -4 -3 -15 -29 -8
right_child=1 5 6 7 8 -7 9 -9 -10 -11 16 -13 13 27 -16 -17 17 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0015834704856375935 0.0010099436474853992 0.00038782742292906285 0.0010440005908218014 0.0013990755716969305 0.0011863998767394372 0.00083515941195612994 0.0014713922115543591 0.00075208776767510775 0.0013264156110875109 0.0010758677722896388 0.0014192682667915142 0.0015663678981517419 0.0010834686819089087 0.00084766204805464664 0.00073441054338477989 0.00094760565355878654 0.0011804107902242864 0.00073151061543721475 0.00098436427728477841 0.00039213192852791877 0.00053525515087623804 0.0010956759732608521 0.00050056606852078207 0.001023112071137293 0.00069982835202008658 0.001307756910746099 8.6714511103288947e-05 0.00036802539811197732 0.00075352782116013266 0.0012418944261038075
leaf_weight=22 21 169 28 32 21 38 33 33 21 169 52 46 56 29 52 29 76 27 20 29 38 72 54 30 52 1089 22 26 20 715
leaf_count=22 21 169 28 32 21 38 33 33 21 169 52 46 56 29 52 29 76 27 20 29 38 72 54 30 52 1089 22 26 20 715
internal_value=0 0.000668983 0.00122872 0.000818596 0.00103944 0.000433129 0.00126659 0.00108378 0.000892685 0.00121122 0.00120704 0.00131164 0.000848036 0.000809208 0.000915404 0.00124066 0.00115972 0.00106274 0.00129846 0.000656408 0.00069571 0.00118903 0.000657786 0.000728534 0.000818103 0.00130115 0.000353144 0.000656286 0.000535635 0.00125202
internal_weight=0 590 2531 361 422 229 2109 137 225 946 197 1163 204 183 108 777 175 103 72 224 195 104 174 120 82 1117 191 75 46 748
internal_count=3121 590 2531 361 422 229 2109 137 225 946 197 1163 204 183 108 777 175 103 72 224 195 104 174 120 82 1117 191 75 46 748
is_linear=0
shrinkage=0.00181146


Tree=2977
num_leaves=31
num_cat=0
split_feature=1 124 33 2 42 157 157 44 49 3 43 49 2 157 157 15 474 42 156 130 43 13 131 2 15 12 1 13 49 0
split_gain=0.874741 0.25951 0.18801 0.183578 0.208106 0.18756 0.19513 0.216581 0.236662 0.337741 0.436068 0.347662 0.368634 0.183212 0.268197 0.929689 0.559107 0.209508 0.261007 0.184176 0.223781 0.182026 0.297934 0.534072 0.29231 0.210184 0.188058 0.176131 0.209668 0.197387
threshold=0.12000500000000001 -0.076779999999999987 0.082285000000000011 0.15361500000000003 -0.12099999999999998 -0.50331999999999988 -0.28320499999999993 0.081805000000000017 -0.014169999999999999 -0.094874999999999987 -0.089694999999999983 -0.031119999999999998 0.085730000000000015 -0.085474999999999982 -0.080299999999999996 -0.013104999999999999 0.088435000000000014 0.083995000000000014 0.086945000000000008 -0.054004999999999991 -0.50775499999999985 -0.004174999999999999 0.089305000000000009 0.25063000000000007 -0.30407999999999996 -0.082514999999999991 0.14000500000000002 0.05868000000000001 0.13725000000000001 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 10 -8 12 -11 17 15 -15 -17 18 -10 -16 -21 22 23 25 -24 -2 -27 28 -23 -29
right_child=21 2 -4 -5 5 6 7 -9 13 11 -12 -13 -14 14 19 16 -18 -19 -20 20 -22 27 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0010866141455866229 0.0013498178493752517 0.0028493230057364703 0.0040793543510362724 -0.00018420516468285056 0.0036955674841682271 0.00037387681804496416 0.0021618860193669664 0.0042391895907509108 0.0022952622404323561 0.0040404786144880699 -0.0020929133809104469 -0.00070177557618042994 0.0015687126269933237 0.0035060396523138673 0.0029182369348776118 -0.0043163880107879252 0.00086075117150130576 0.0020280173344324917 0.0055702238729563279 -0.00025618049202793717 0.0019924887592073343 0.0033072126791431093 0.000260083927208328 -0.0036607090643285367 0.0033644008507829489 -0.0013867408808009535 0.00087387109937290554 0.0015498521198893838 0.00044263494913255577 -0.0011989875627859796
leaf_weight=172 57 138 22 20 31 41 21 21 24 37 30 28 189 33 110 20 23 62 26 23 1716 38 35 20 28 46 32 37 20 21
leaf_count=172 57 138 22 20 31 41 21 21 24 37 30 28 189 33 110 20 23 62 26 23 1716 38 35 20 28 46 32 37 20 21
internal_value=0 0.00193867 0.00199471 0.00197703 0.00199382 0.00194534 0.00192277 0.00194965 0.00192912 0.00134081 -0.000340937 0.00167848 0.00197338 0.0020172 0.0019654 0.000646958 -0.00154722 0.00290758 0.00399824 0.00201959 0.00196275 0.000712269 0.00032663 -0.000207102 0.00163978 0.000304544 -0.00045931 0.001437 0.00231943 0.000554583
internal_weight=0 2787 2615 2593 2573 2435 2404 2363 2342 305 51 254 226 2037 1925 76 43 112 50 1849 1739 334 218 155 63 135 78 116 58 58
internal_count=3121 2787 2615 2593 2573 2435 2404 2363 2342 305 51 254 226 2037 1925 76 43 112 50 1849 1739 334 218 155 63 135 78 116 58 58
is_linear=0
shrinkage=0.0226458


Tree=2978
num_leaves=31
num_cat=0
split_feature=1 399 11 105 0 2 132 0 43 39 13 131 159 159 132 13 3 15 160 160 13 393 3 4 43 393 1212 1212 130 1213
split_gain=0.719568 0.432861 0.441145 0.332113 0.396022 0.300624 0.278697 0.248022 0.245987 0.299817 0.198885 0.175059 0.307808 0.367373 0.269427 0.246142 0.226479 0.277679 0.215729 0.188038 0.179238 0.181667 0.16019 0.2715 0.163689 0.245492 0.210078 0.624532 0.234782 0.220789
threshold=0.096325000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082619999999999985 0.13404500000000005 0.093735000000000027 -0.10474999999999998 -0.24021999999999996 0.096775000000000014 -0.090799999999999978 1.0000000180025095e-35 0.11361500000000001 0.04105000000000001 0.096135000000000012 -0.17933499999999997 -0.080484999999999987 -0.045854999999999993 -0.077459999999999987 -0.074254999999999988 -0.14819499999999997 0.12765500000000005 0.092670000000000016 -0.031404999999999995 0.0016850000000000001 0.10856500000000001 -0.030914999999999995 -0.087464999999999987 -0.082549999999999985 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 5 -4 8 -7 -6 10 -10 14 13 16 15 -1 18 -18 -13 -19 -17 22 24 -24 25 26 27 -22 -28 -30
right_child=1 -3 3 -5 6 7 -8 -9 9 -11 -12 12 -14 -15 -16 20 17 19 -20 -21 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00030554679518137194 -0.0023857327727195557 -0.0021202843786623723 0.0010217371823948948 0.0044030431994992944 0.0046253004548065437 0.00023287783462890048 -0.00079767615007113172 -0.0029357328586116322 0.00037178633223422178 0.00013493319991066843 0.0022626267453041229 -0.00012407999175261157 -0.00043388742173471084 0.0054972944080498272 -0.00044831490213906468 0.0043700015662155823 0.0019995411533120949 0.0032603321849797389 0.0023588694511014426 0.0066100601453403232 0.002315248729034089 0.0041983215415946845 0.0023152050420431414 -0.00099559553246752574 0.0015548568396348415 -0.00061372092956416989 0.0039699242501164854 0.0072258578797236277 -0.00030236422267306278 0.0020722733293288154
leaf_weight=29 20 24 283 22 20 47 25 23 39 59 321 25 20 28 29 20 35 20 175 22 85 23 32 30 390 20 40 20 25 1170
leaf_count=29 20 24 283 22 20 47 25 23 39 59 321 25 20 28 29 20 35 20 175 22 85 23 32 30 390 20 40 20 25 1170
internal_value=0 0.00119158 0.00128412 0.0013716 0.00128997 0.000658853 0.0017701 -0.000808237 0.00191633 0.00178703 0.00205779 0.00203445 0.00257095 0.00276799 0.00194331 0.00198012 0.0024921 0.00364431 0.0020485 0.00501495 0.00201585 0.0019902 0.00196217 0.000713205 0.00200642 0.00213591 0.00217695 0.0032506 0.00208567 0.00202259
internal_weight=0 883 859 839 817 353 464 70 439 419 360 2238 325 305 1913 1884 277 77 200 42 1855 1835 1812 62 1750 1360 1340 105 1235 1195
internal_count=3121 883 859 839 817 353 464 70 439 419 360 2238 325 305 1913 1884 277 77 200 42 1855 1835 1812 62 1750 1360 1340 105 1235 1195
is_linear=0
shrinkage=0.0250028


Tree=2979
num_leaves=31
num_cat=0
split_feature=1 399 11 1348 40 3 151 39 49 15 9 155 1 96 2 49 482 479 479 474 4 2 16 52 52 151 133 15 11 4
split_gain=0.582851 0.350618 0.357328 0.2828 0.313656 0.268515 0.223218 0.269977 0.229344 0.220814 0.217126 0.168692 0.159049 0.201596 0.337461 0.162122 0.150555 0.171579 0.404064 0.206977 0.26129 0.225294 0.2405 0.345791 0.31879 0.289177 0.260296 0.257427 0.431473 0.400753
threshold=0.096325000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.092395000000000019 0.051255000000000002 -0.24190499999999995 0.077805000000000013 0.085530000000000009 -0.15986999999999998 -0.083359999999999976 -0.090659999999999977 0.12016500000000001 0.103565 0.084635000000000002 0.11362000000000001 0.26982 0.11816500000000001 0.10713500000000002 0.088785000000000017 0.10674500000000002 -0.018869999999999994 0.13404500000000005 0.19444000000000003 0.070205000000000017 -0.19683499999999995 0.092070000000000013 0.087495000000000003 -0.23060499999999998 0.085155000000000022 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 5 -4 8 -8 -7 10 -10 16 -12 14 -14 -16 17 18 19 21 -21 22 24 -24 26 27 -1 -26 29 -29
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0062610534792287929 -0.0024180502120324065 -0.0021490061838431583 0.0037436091382248397 -0.0018361974762305122 -0.00078574894018143635 -0.00088037842172514094 0.0048085960972891377 0.00072462575847458295 0.0038318567955662936 0.0020346983254902408 -0.00068771542782513218 -0.00051236421207326321 0.0026397634429243559 -0.0015876333629666682 0.0001998122678881673 0.0029018668488743609 0.0041368529843008334 0.0040739571652800679 -0.0013322828220616932 0.0062560138988194203 0.0019956196392730968 8.2449226458671459e-05 0.0015576167564018632 -0.0021902028450721187 0.0047959055263250101 -0.00022716161131983154 0.0023512424675016493 0.0054507776052199674 -0.0019908402776325556 0.0021121421656347026
leaf_weight=27 20 24 44 21 46 35 33 21 20 290 48 20 93 21 147 20 28 33 28 21 25 46 173 22 29 41 27 29 20 1669
leaf_count=27 20 24 44 21 46 35 33 21 20 290 48 20 93 21 147 20 28 33 28 21 25 46 173 22 29 41 27 29 20 1669
internal_value=0 0.00120773 0.00130151 0.00139018 0.00147301 0.00160759 0.00147849 0.00322039 0.00133894 0.0014605 0.000983365 0.00206201 0.000810204 0.00106608 0.00128041 0.000523412 0.00208523 0.002059 0.00202817 0.00207236 0.00394058 0.00203111 0.00207511 0.00113479 0.00217466 0.00211028 0.00430615 0.00216514 0.00212073 0.00216916
internal_weight=0 883 859 839 818 772 728 54 674 639 349 2238 329 281 260 167 2218 2190 2157 2129 46 2083 2037 195 1842 1788 54 1747 1718 1698
internal_count=3121 883 859 839 818 772 728 54 674 639 349 2238 329 281 260 167 2218 2190 2157 2129 46 2083 2037 195 1842 1788 54 1747 1718 1698
is_linear=0
shrinkage=0.0281572


Tree=2980
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 4 2 2 1 2 4 50 49 15 14 51 1 1 2 131 157 1 0 1 1 1420 1429
split_gain=74.2497 13.0419 7.83125 6.98404 4.72773 4.08798 2.86438 2.71192 2.54524 2.12992 2.07439 2.03378 1.86026 1.69237 1.5589 1.06952 0.829011 0.809151 1.12549 0.807351 0.791265 0.832271 0.713208 0.642043 0.633161 0.579163 0.561828 0.529016 0.5243 0.723247
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.27834500000000006 -1.0000000180025095e-35 0.092235000000000025 0.09253500000000002 0.10467500000000002 -0.15464999999999998 0.041865000000000006 -0.054984999999999992 -0.081924999999999984 -0.46413499999999996 -0.065634999999999985 0.13265500000000002 0.087135000000000004 0.087675000000000017 0.09031500000000002 -0.41266499999999995 0.14699000000000004 -0.026509999999999995 0.11103500000000001 0.11910500000000002 -0.080064999999999983 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 9 7 15 8 10 19 20 -5 -11 -14 16 -6 24 -15 -19 -3 28 -22 -2 -12 -4 -7 -20 -8 -1 -30
right_child=1 2 14 11 6 25 27 -9 -10 12 23 -13 13 17 -16 -17 -18 18 26 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019097656000595822 0.0017323523062711941 0.00072142863295770695 0.00053215911450827475 0.0014460917576686726 0.0010182519385817672 0.0012820432252091342 0.001014499886185453 0.0019320870192136919 0.0009685034536437994 0.0013434423986029497 0.0017948794402177413 0.00088214451816240585 0.0013422609733516877 0.0010897260543384793 0.00076611238053769066 0.0015035182109050067 -1.3488981010066567e-05 0.00037959339323428743 0.00093259556480549419 0.0003902400508956522 0.0015906595423697898 0.0012427879354082515 0.0013472846497213705 0.0015041418969585951 0.00019298015086383804 0.000874707842700099 0.00070238943544106275 0.00062164570072462512 0.0016701939528884595 0.0014675567411318276
leaf_weight=29 52 54 42 34 20 22 25 84 22 27 27 61 20 25 30 69 24 26 61 47 386 25 24 655 34 26 89 22 995 64
leaf_count=29 52 54 42 34 20 22 25 84 22 27 27 61 20 25 30 69 24 26 61 47 386 25 24 655 34 26 89 22 995 64
internal_value=0 0.000888662 0.000799428 0.00157507 0.000907375 0.00159505 0.00119961 0.00160625 0.00159382 0.000793496 0.00160013 0.00108398 0.000885612 0.000829678 0.000396705 0.00139447 0.000285883 0.000778674 0.000734491 0.000567311 0.00163857 0.0015695 0.00161075 0.00151565 0.000380421 0.0010614 0.000796007 0.000830611 0.00166466 0.00165795
internal_weight=0 691 615 2430 485 2335 136 2287 2203 349 2181 95 248 221 130 89 100 201 176 101 1499 411 76 682 76 48 150 47 1088 1059
internal_count=3121 691 615 2430 485 2335 136 2287 2203 349 2181 95 248 221 130 89 100 201 176 101 1499 411 76 682 76 48 150 47 1088 1059
is_linear=0
shrinkage=0.00184769


Tree=2981
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 2 4 2 0 1 0 4 4 49 1 2 4 15 2 50 52 40 42 16 13 2 43
split_gain=76.3177 9.87142 8.05683 5.18815 5.11756 4.0417 3.00702 2.89482 2.70589 1.98447 1.78297 1.5889 1.44908 1.35736 1.22068 1.07842 1.00963 1.00643 0.867214 1.14266 0.946833 0.852036 0.841311 0.735588 0.704231 0.690839 0.673464 0.672883 0.982661 0.664526
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 -1.0000000180025095e-35 0.089885000000000007 0.10803500000000001 -0.17966999999999997 0.13501500000000002 -0.13027499999999997 0.10124500000000002 -0.23194499999999998 -0.04890499999999999 0.022185000000000003 -0.012034999999999999 0.13436000000000001 0.098035000000000011 -0.17966999999999997 -1.0000000180025095e-35 0.10402500000000002 0.041865000000000006 -0.56176499999999996 -0.077714999999999992 0.086555000000000007 -0.076669999999999988 -0.47860499999999995 0.31358000000000003 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 6 24 11 -8 -6 23 -4 21 -1 -10 25 -2 -16 19 -15 -21 29 27 -9 -3 -13 -20 -7 -29 -11
right_child=1 5 7 -5 9 22 8 10 14 12 -12 15 -14 18 17 -17 -18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018058494118611233 0.00089595714965890491 0.00051025388343978867 0.0018028072006708923 0.00064672158112606692 0.0014074990753045883 0.0003678161571437039 0.0011457294932530958 0.0016185913401574983 0.0010544628520129363 0.00089997285125024084 0.00096910281119290214 0.0015268155086608668 0.00073662754881986586 0.0016839769829658459 0.00064476650057203604 0.0012297217219901413 0.0013450238949054055 0.00025384585555823596 0.0014298885449376395 0.0014290032389724086 0.00098888347889036841 0.00072431547600554477 0.00049752969399870282 0.0013632618932662066 0.00018906328635391088 0.0014364044447686994 0.0010260175300904934 0.00018297793852075858 -0.00032588040941840794 0.0012379378914206256
leaf_weight=22 20 42 53 74 31 22 42 39 20 28 37 759 85 37 128 53 92 26 20 53 23 21 23 731 48 437 42 33 20 60
leaf_count=22 20 42 53 74 31 22 42 39 20 28 37 759 85 37 128 53 92 26 20 53 23 21 23 731 48 437 42 33 20 60
internal_value=0 0.000673594 0.00139706 0.00101892 0.00116858 0.000514608 0.000617143 0.00144277 0.000733056 0.00098192 0.00135753 0.00149561 0.000913915 0.00138177 0.000633445 0.00148258 0.00126483 0.000578767 0.00132845 0.00142291 0.00129581 0.00105217 0.000194447 0.00137619 0.000338952 0.00149378 0.0011563 0.000101502 -9.04408e-06 0.0011304
internal_weight=0 590 2531 186 422 404 306 2109 216 225 807 1302 194 197 174 1249 112 154 175 113 76 109 98 770 90 1196 62 75 53 88
internal_count=3121 590 2531 186 422 404 306 2109 216 225 807 1302 194 197 174 1249 112 154 175 113 76 109 98 770 90 1196 62 75 53 88
is_linear=0
shrinkage=0.00181146


Tree=2982
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 1 2 14 2 0 0 15 49 16 159 150 2 52 1 15 0 13 42 13 13 52 1 0
split_gain=58.4577 9.94352 5.11075 4.25723 3.57782 2.59066 2.01994 1.59124 1.59023 1.26784 1.09917 1.07435 0.995903 1.92901 0.983972 0.944788 0.780038 0.993089 0.74606 0.703162 0.654842 0.641821 0.730595 0.635697 0.634032 0.823795 1.11692 0.608047 0.565028 0.743032
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.26790000000000008 0.11690500000000002 0.092235000000000025 0.085505000000000012 0.092845000000000025 0.13501500000000002 0.062655000000000016 0.31358000000000003 -0.23091999999999999 -0.10151999999999999 -0.10653 -0.054984999999999992 -0.061854999999999993 0.08154500000000002 1.0000000180025095e-35 0.11474000000000002 0.12418000000000001 0.13075500000000004 0.082685000000000022 -0.14226499999999997 -0.07743499999999999 0.088295000000000012 0.038215000000000006 0.065590000000000009 -0.56176499999999996 1.0000000180025095e-35 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 16 9 10 -4 11 12 19 -7 13 -1 -2 -8 17 18 -3 -6 -5 22 -15 28 25 -14 -27 -25 29 -13
right_child=1 4 7 20 6 8 15 -9 -10 -11 -12 23 24 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0019225531483847273 0.0011897619914117397 0.0014402791442824343 0.0015438190846450758 0.0011125240988572587 0.00062316097759475969 0.0011827056430955003 0.00082563347904232771 0.0010234110280266881 0.0012510405911645909 0.0020104762640352266 0.00022804135170588694 0.0017336201247777423 0.0017859821436148539 0.001466829835012983 0.0016232266556982901 0.0012843804720903979 0.00084317647444466428 0.00096736556046879754 0.00099987508146480138 0.00096029810195251333 0.0007319125629888446 0.0017088653118002648 0.0010504670078735545 0.0018477573836138505 0.0016706838445577476 0.0013057165817355941 0.0017293745509529533 0.0015760033859802619 0.0020143760515905708 0.0013413338559348377
leaf_weight=39 24 50 37 63 158 21 45 58 48 62 24 160 886 43 125 28 41 60 21 28 24 20 26 34 373 33 87 459 23 21
leaf_count=39 24 50 37 63 158 21 45 58 48 62 24 160 886 43 125 28 41 60 21 28 24 20 26 34 373 33 87 459 23 21
internal_value=0 0.00102558 0.00167191 0.00135217 0.000856177 0.00169005 0.000720625 0.0012261 0.00159657 0.00173568 0.000622956 0.00161967 0.00172437 0.00155893 0.00155341 0.00100159 0.00107921 0.00115308 0.00131002 0.000673913 0.00100753 0.00139959 0.00130994 0.00163284 0.00173973 0.00176533 0.00161287 0.00159475 0.00172489 0.00168811
internal_weight=0 691 2430 236 455 2335 283 95 766 1569 210 718 1507 128 149 73 172 131 71 186 87 89 69 697 1379 1006 120 493 204 181
internal_count=3121 691 2430 236 455 2335 283 95 766 1569 210 718 1507 128 149 73 172 131 71 186 87 89 69 697 1379 1006 120 493 204 181
is_linear=0
shrinkage=0.00196078


Tree=2983
num_leaves=31
num_cat=0
split_feature=1 3 0 9 3 3 151 10 3 51 133 0 3 1373 1373 11 3 15 49 16 2 42 13 42 49 48 43 133 51 132
split_gain=1.13453 0.349632 0.395213 0.232368 0.223683 0.317122 0.274667 0.212993 0.200715 0.192283 0.187202 0.17379 0.180014 0.177786 0.227235 0.177829 0.376499 0.395178 0.192938 0.173587 0.246931 0.171674 0.282042 0.245223 0.169645 0.226957 0.167593 0.221485 0.227004 0.215712
threshold=0.10293500000000001 -0.077354999999999993 0.10455500000000001 0.099965000000000012 0.076840000000000006 0.11658 0.015440000000000001 -0.086389999999999981 -0.0096849999999999974 0.10532000000000001 -0.006494999999999999 0.22582000000000002 0.092670000000000016 0.086880000000000013 0.078175000000000008 1.0000000180025095e-35 -0.14989499999999997 -1.0000000180025095e-35 0.12497000000000001 -0.0007049999999999999 0.10045500000000002 0.090545000000000014 -0.074519999999999989 0.082810000000000009 0.092185000000000017 0.13127500000000003 0.0016850000000000001 -0.54656499999999986 0.081440000000000026 0.13958500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 9 3 4 8 -6 24 -1 -3 10 -2 12 13 14 15 18 17 -17 26 -19 -21 23 -23 -12 -7 -26 29 -28 -29 -9
right_child=1 2 -4 -5 5 6 -8 11 -10 -11 21 -13 -14 -15 -16 16 -18 19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.0218569282089846e-05 0.00039186761918514847 0.0014889445245354653 -0.0024571052397423386 -0.0013190801228377504 0.0040920765077694793 0.0025088306220750903 -0.001062043203889244 0.0030188621938492121 -8.2704098956166449e-05 0.0049460218558081805 0.0024666895723810854 0.0003869131801960739 0.0017924024115360993 0.00072452925066886513 0.0054584216231841204 -6.7206710398733579e-05 0.0070776564437676492 0.0023724596901201879 0.0014347107273714611 0.0064393995884983301 0.002713017080939884 -0.0011575868808246237 0.0029101655315672942 0.0053573320139964969 -0.0014181069172704778 0.0023970599514535015 0.0047433153918642439 0.0024393439729130089 0.00037204650988705603 0.0007091294905851416
leaf_weight=20 33 157 20 22 44 117 24 1546 90 20 88 21 116 27 24 21 21 29 70 31 21 20 30 27 21 23 26 341 42 29
leaf_count=20 33 157 20 22 44 117 24 1546 90 20 88 21 116 27 24 21 21 29 70 31 21 20 30 27 21 23 26 341 42 29
internal_value=0 0.00157517 0.00120001 0.00134689 0.0014701 0.00206746 0.00158593 0.00276686 0.000916279 0.00246661 0.00221617 0.00278991 0.00281144 0.0028645 0.00289075 0.00286244 0.0038424 0.00317632 0.00280376 0.00401724 0.00493451 0.00258103 0.00128306 0.00314536 0.00198065 0.000576185 0.00285206 0.00237352 0.00221264 0.00297633
internal_weight=0 736 518 498 476 229 185 2385 247 218 198 2365 2344 2228 2201 2177 123 102 2054 81 52 165 50 115 161 44 1984 409 383 1575
internal_count=3121 736 518 498 476 229 185 2385 247 218 198 2365 2344 2228 2201 2177 123 102 2054 81 52 165 50 115 161 44 1984 409 383 1575
is_linear=0
shrinkage=0.0265331


Tree=2984
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 47 14 2 1 1 376 49 0 1 47 159 4 160 160 16 4 1 1 0 48 2 16 42 43
split_gain=63.2761 11.1373 5.2435 4.98438 3.81839 3.25245 2.52552 2.49917 1.7911 1.71995 1.43286 1.30278 1.19666 1.18506 1.80706 1.19253 1.01197 1.01099 0.898432 0.848581 0.814546 0.748056 1.16097 0.788766 0.786667 0.742705 0.711077 0.704397 0.665358 0.638391
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.095545000000000005 0.085505000000000012 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.16540500000000002 0.080200000000000007 -0.054984999999999992 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.082585000000000006 0.0061450000000000003 -1.0000000180025095e-35 0.085130000000000011 -0.061854999999999993 -0.013125 0.093100000000000002 0.075045000000000014 -0.019414999999999998 0.081805000000000017 0.11411 -0.059624999999999991 0.086555000000000007 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 16 7 10 13 21 -5 -6 20 -2 14 25 19 18 28 -3 -16 -8 23 -23 24 29 27 -4 -1 -15 -7
right_child=1 4 26 9 6 8 11 -9 -10 -11 -12 -13 -14 17 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015932107699368405 0.0010291570499499129 0.001360044273251133 0.0010568601436299423 0.0014269771267782219 0.00052089628849003456 0.0015870518928422397 0.00082140087735454862 0.0019079102217130165 0.001034712381219594 0.00090836268728630731 9.6086265702320737e-07 0.00046852027421474704 0.0014790354858863161 0.0016097085956103833 0.00074459466902708602 0.0015339221281776476 0.0006572243153695975 0.0013597967727637093 0.00093546690697864858 0.001258317484207017 0.0012835694696611661 0.0014068992525181042 0.00101478047215998 0.0016433271262747257 0.0011957539811176163 0.0018276308837136162 0.00070576936923329061 0.0011971883577690072 0.0015279458865194388 0.0013499180977386137
leaf_weight=46 24 20 31 34 190 96 30 70 41 61 20 20 127 889 23 20 38 76 114 21 23 232 29 90 38 26 54 23 550 65
leaf_count=46 24 20 31 34 190 96 30 70 41 61 20 20 127 889 23 20 38 76 114 21 23 232 29 90 38 26 54 23 550 65
internal_value=0 0.000875187 0.0012009 0.00150884 0.000706248 0.00152572 0.00057429 0.00156587 0.00140726 0.00109397 0.000471379 0.000870336 0.00140753 0.00155156 0.00139981 0.00115982 0.000923364 0.00156749 0.000998837 0.000989781 0.00102196 0.00143503 0.00136333 0.00149979 0.00143488 0.00156149 0.000833814 0.0014612 0.00157846 0.00149131
internal_weight=0 691 236 2430 455 2335 283 1744 591 95 210 73 151 1674 159 64 172 1515 134 44 53 550 261 289 199 95 85 69 1439 161
internal_count=3121 691 236 2430 455 2335 283 1744 591 95 210 73 151 1674 159 64 172 1515 134 44 53 550 261 289 199 95 85 69 1439 161
is_linear=0
shrinkage=0.00184769


Tree=2985
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 2 1 2 16 159 52 49 2 150 15 4 15 3 52 1 4 150 2 3 2
split_gain=86.0437 14.6624 7.90785 6.40799 4.7875 4.06953 2.81084 2.80293 2.12035 1.9749 1.55229 1.50107 2.77129 1.35601 1.2588 1.15755 1.1908 1.11664 1.03656 1.00889 0.934141 0.892163 0.87143 0.775964 0.733859 0.713347 0.652661 0.918793 0.612356 0.66668
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.14960000000000004 0.089625000000000024 0.090425000000000019 -0.042349999999999992 0.082585000000000006 -0.52606999999999993 -0.054984999999999992 -0.0091949999999999983 1.0000000180025095e-35 1.0000000180025095e-35 -0.078439999999999996 -0.40580499999999992 -0.13927999999999999 0.12418000000000001 0.13075500000000004 -0.55119499999999988 1.0000000180025095e-35 0.11237500000000002 0.090900000000000009 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 14 7 10 11 -4 18 19 20 17 -8 26 -2 -17 -13 22 23 25 -12 -7 -6 -5 -1 27 -3 29 -22
right_child=1 4 8 24 6 9 13 -9 -10 -11 21 12 -14 -15 -16 16 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023414930559313984 0.002009037967150875 0.0016035025835322951 0.0017517066170852139 0.0012456674778360932 0.00068935066688823249 0.0020259124945740405 0.00096252874760537055 0.0022936931288393587 0.0011903880702814674 0.0014170762949612243 0.00073442703444787452 0.0014895937840294611 0.0012202794637092942 0.0014880834161176927 0.00093115930405120921 0.001275759875475105 0.0017617288901996572 0.001905144318943822 0.0014738271997031228 0.0011680861024865241 0.0019829881001963076 0.00031253829054080366 0.0017922864332857889 0.0010597957349336893 0.00087087234594295676 0.0020022702675598623 0.0011655212716125342 0.0011710250059556414 0.0016423370916570155 0.0018772722108540431
leaf_weight=21 45 40 34 60 96 62 49 76 63 48 29 23 23 24 38 21 78 274 29 24 393 38 338 23 24 649 57 27 25 390
leaf_count=21 45 40 34 60 96 62 49 76 63 48 29 23 23 24 38 21 78 274 29 24 393 38 338 23 24 649 57 27 25 390
internal_value=0 0.00116266 0.001894 0.0015362 0.000971273 0.00191492 0.000829116 0.00195294 0.00138714 0.00176553 0.000722676 0.00193854 0.00182605 0.00113531 0.00121961 0.00176814 0.00165864 0.00187296 0.00180452 0.00082928 0.00196289 0.000495147 0.0018285 0.000760949 0.00113858 0.0020129 0.001308 0.00142922 0.00192142 0.00193033
internal_weight=0 673 2448 228 445 2351 283 1874 97 477 210 1798 320 73 162 144 99 297 429 143 1478 67 400 119 84 670 124 67 808 783
internal_count=3121 673 2448 228 445 2351 283 1874 97 477 210 1798 320 73 162 144 99 297 429 143 1478 67 400 119 84 670 124 67 808 783
is_linear=0
shrinkage=0.00181146


Tree=2986
num_leaves=31
num_cat=0
split_feature=1 155 11 1348 2 30 0 3 39 14 51 12 48 4 2 12 2 1429 50 2 1 12 3 159 0 15 3 3 1374 1204
split_gain=1.49236 0.422387 0.311296 0.298846 0.295377 0.453334 0.251857 0.264876 0.245975 0.375156 0.389218 0.233235 0.216554 0.21502 0.202828 0.252222 0.177774 0.39155 0.323894 0.317837 0.318114 0.421954 0.461874 0.271583 0.296272 0.212442 0.222261 0.29048 0.194182 0.190595
threshold=0.10293500000000001 0.11245500000000001 -1.0000000180025095e-35 0.092395000000000019 1.0000000180025095e-35 0.085875000000000021 0.024095000000000002 -0.096099999999999977 0.10076500000000001 -0.073114999999999986 -0.069944999999999993 0.09364500000000002 -0.068459999999999979 0.40124500000000002 -0.0050599999999999994 0.092465000000000006 0.08647500000000001 0.084545000000000009 0.11875500000000001 0.086675000000000016 0.088485000000000022 0.089410000000000003 -0.028564999999999997 0.11361500000000001 -0.11013499999999998 0.13592500000000005 -0.14186499999999996 -0.12018999999999998 0.086000000000000007 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 4 5 6 7 -4 9 10 -6 12 -11 16 -9 -16 17 18 23 -18 25 22 -22 24 -1 26 -21 -28 29 -29
right_child=1 -3 3 -5 8 -7 -8 14 -10 11 -12 -13 -14 -15 15 -17 19 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0049100064809629654 -0.0014103771486835589 0.0036312286215372429 0.005731428807763418 -0.0011202295027949534 0.00024755592163281179 0.00052052049753430142 0.0007726799952386432 0.0008314629228059594 -0.00021336201398733818 0.0032438854242547023 0.0040934736872096852 -0.0011493677303723645 0.0010521410708826436 0.00058918712900310867 0.0048858469960000863 0.002542761862062095 -0.00020599531131878086 0.00047469208918779504 0.00066461708316235206 0.0044106658259316558 -0.0022532655527423913 0.0045055397475032974 0.0018150436577607759 0.00091417226670810568 0.0033221890181000403 0.0012620396861660543 0.00014406218264089137 0.004895985563473414 0.0047332310325501423 0.0028870636805127308
leaf_weight=74 20 61 22 22 21 59 27 23 53 30 55 24 197 22 39 83 20 29 26 63 20 25 83 25 819 41 21 28 36 1053
leaf_count=74 20 61 22 22 21 59 27 23 53 30 55 24 197 22 39 83 20 29 26 63 20 25 83 25 819 41 21 28 36 1053
internal_value=0 0.00171613 0.00154306 0.00163324 0.00172894 0.00236516 0.00292616 0.00327433 0.00130536 0.00155151 0.00303079 0.0011036 0.0013418 0.00295404 0.00290152 0.00329178 0.00297606 0.00322519 0.00330969 0.00280166 0.00284557 0.00170486 0.00102508 0.00338461 0.00345377 0.00296313 0.0030212 0.00294428 0.00299692 0.0029391
internal_weight=0 736 675 655 633 253 194 167 380 327 76 251 227 2385 145 122 2363 973 944 1390 1370 128 103 918 893 1242 1201 1138 1117 1081
internal_count=3121 736 675 655 633 253 194 167 380 327 76 251 227 2385 145 122 2363 973 944 1390 1370 128 103 918 893 1242 1201 1138 1117 1081
is_linear=0
shrinkage=0.0240319


Tree=2987
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 2 13 4 42 47 14 49 16 52 1 2 1 0 1 39 2 1 150 43 1 16 1 133
split_gain=80.1748 13.4873 6.4735 5.71586 4.85227 3.87912 2.85244 2.29849 1.73943 2.0554 1.71043 1.57437 1.45282 1.43045 0.950448 0.883174 0.880696 1.04207 0.950945 0.90811 0.820554 0.81513 0.915403 0.799529 0.903286 0.90555 0.779617 0.747428 0.721561 0.684478
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13657000000000002 0.13501500000000002 0.27834500000000006 0.089885000000000007 -1.0000000180025095e-35 0.024790000000000003 -0.0060199999999999993 0.13148500000000005 0.062655000000000016 -0.054984999999999992 -0.29154999999999992 -0.56176499999999996 0.089370000000000019 0.09678500000000001 1.0000000180025095e-35 -0.038659999999999993 0.16540500000000002 0.084780000000000008 -0.0050599999999999994 0.12337000000000002 0.08926000000000002 -0.04890499999999999 0.086920000000000011 0.15273500000000004 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 8 6 7 12 23 -10 -4 20 26 -2 -11 -9 18 -18 19 -17 -6 -12 -23 24 25 -3 -1 -21 29 -5
right_child=1 4 10 28 11 -7 -8 15 9 14 21 -13 -14 -15 -16 16 17 -19 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016417732534442029 0.0010142903191565349 0.00074589162541474998 0.0015252503990644197 0.0006883334120611575 0.00040863098443316622 0.0010644521934641642 0.00093819236846614412 0.0017575008337924224 0.0013079103932621833 0.00095200360007106032 0.00068365696870188459 0.00088369980233936882 0.0018982827922350563 0.0014870571998743581 0.00052646295432079654 0.001516153143749762 0.00098579301189432493 0.0014525528919442619 0.0017482577556166164 0.0010263515825548555 1.7571421991885813e-05 0.00081653952119343739 0.001300633716889693 0.00054060975485687314 0.00048290318265566167 0.0011019454830321284 0.0015482562336002082 0.0014418459241645229 0.00057530868875193988 0.0010801022851070956
leaf_weight=930 24 71 22 22 110 48 22 43 40 49 23 20 59 127 25 651 22 48 51 22 20 22 28 62 25 33 403 36 24 39
leaf_count=930 24 71 22 22 110 48 22 43 40 49 23 20 59 127 25 651 22 48 51 22 20 22 28 62 25 33 403 36 24 39
internal_value=0 0.00086004 0.00154561 0.00120455 0.000681349 0.0015641 0.00157459 0.00158077 0.000809964 0.000983563 0.00109117 0.000419832 0.00162557 0.00141192 0.00080824 0.00150933 0.00149647 0.00130586 0.00151403 0.00149718 0.000348468 0.000960352 0.00108763 0.00070635 0.000786008 0.00085887 0.0016135 0.00128424 0.000836173 0.000938809
internal_weight=0 691 2430 236 455 2335 2287 2265 305 114 95 150 1392 151 74 873 830 70 760 709 130 73 50 191 129 104 1333 58 85 61
internal_count=3121 691 2430 236 455 2335 2287 2265 305 114 95 150 1392 151 74 873 830 70 760 709 130 73 50 191 129 104 1333 58 85 61
is_linear=0
shrinkage=0.00177594


Tree=2988
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 0 49 1 4 150 3 1 12 4 3 2 14 159 131 4 0 43 0 12
split_gain=56.3216 9.49312 5.74736 5.21135 4.64626 2.70934 2.38928 1.90323 1.58785 1.53651 1.36629 1.11837 1.81716 1.41959 1.27473 1.02251 0.854981 0.846235 0.844695 0.897594 0.797113 0.655084 0.680232 0.712454 0.630974 0.553969 0.552877 1.38931 0.50793 0.521165
threshold=0.10508500000000001 -0.40306999999999998 0.13210500000000003 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.092845000000000025 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0061450000000000003 1.0000000180025095e-35 -0.0063699999999999989 0.16540500000000002 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 0.14019000000000004 -0.46413499999999996 0.083335000000000006 0.09031500000000002 0.022185000000000003 -0.060129999999999996 -0.065269999999999981 0.14486500000000005 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 21 6 11 17 -6 -5 15 12 13 -1 18 25 -15 -4 19 -13 -21 22 -3 -24 -2 28 -20 -28 29 -7
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 14 -14 16 -16 -17 -18 -19 26 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014910339059740951 0.001617548352766666 0.0011269136065934445 0.00048917126989288468 0.0013405440807458967 0.0013757661181849454 0.0016495400734346231 0.0018457208330937089 0.00096375911766201285 0.00088962005145615123 0.00084245565304286543 0.0010167974292426547 0.0019720592953346421 0.0017273921424511777 0.00072646815755348303 0.0013206477079841469 0.001024168365709999 0.0011941574665841202 8.8225153450382802e-05 0.0015021858750539059 0.001199852665361294 0.0015800010480412437 0.0004905237490794651 0.0008322901925607852 0.00058253304844063528 0.0012422443215363947 0.0013122674076640063 0.00091061913556935293 0.0016185589891331998 0.0011889001361964279 0.0014376219186612821
leaf_weight=48 49 21 168 37 80 59 79 30 36 60 41 21 36 20 112 27 52 22 788 21 694 29 155 58 25 133 20 21 22 157
leaf_count=48 49 21 168 37 80 59 79 30 36 60 41 21 36 20 112 27 52 22 788 21 694 29 155 58 25 133 20 21 22 157
internal_value=0 0.000841189 0.000760942 0.0014691 0.000904406 0.00148712 0.00151839 0.000513793 0.00122489 0.00103245 0.00135093 0.00150428 0.0013486 0.00123496 0.00151876 0.00138535 0.00106424 0.000442746 0.00153294 0.00158034 0.00156884 0.00076305 0.000796825 0.000764281 0.00149076 0.00141164 0.00149086 0.00127322 0.00146717 0.00149551
internal_weight=0 673 599 2448 379 2351 1912 220 116 97 439 1833 156 120 1677 398 72 190 1565 736 715 263 234 213 74 371 829 41 238 216
internal_count=3121 673 599 2448 379 2351 1912 220 116 97 439 1833 156 120 1677 398 72 190 1565 736 715 263 234 213 74 371 829 41 238 216
is_linear=0
shrinkage=0.00192234


Tree=2989
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 14 1 2 4 3 1 2 42 12 4 3 123 2 52 10 48 457 3 47 131 4 0
split_gain=101.771 17.059 10.3808 7.81119 6.08381 4.8591 2.87312 2.71319 2.66553 2.34147 2.27217 2.02108 1.58033 1.52381 2.69127 1.12755 1.12029 1.18748 1.72261 0.996256 0.965495 0.870234 0.860816 0.784014 0.783465 0.716979 0.716454 0.709199 0.70889 0.737102
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.11474000000000002 0.17025000000000004 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.42051500000000003 0.30112000000000005 0.089625000000000024 0.090425000000000019 0.084755000000000011 0.087695000000000009 -0.49013999999999996 0.090900000000000009 0.088205000000000019 -0.0091949999999999983 0.12492500000000002 -0.38124499999999995 0.093265000000000015 0.080930000000000016 -0.016324999999999996 0.090100000000000013 0.09031500000000002 0.053180000000000012 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 21 8 15 11 13 -5 24 12 19 16 20 -6 17 -1 -19 -4 -15 26 -9 -18 28 -13 -3 -2 29 -7
right_child=1 2 7 9 6 10 -8 22 -10 -11 -12 25 -14 14 -16 -17 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022904991339295438 0.0019785099911914686 0.00086108883223726942 0.0011814685571548268 0.0016931195535684217 0.001402408500553412 0.0018228439594111165 0.00090383697632933908 0.00041061207849300596 0.0022475517596937532 0.0010635673046234528 0.0012792784417767565 0.00075822179384548371 0.00052582134054023934 0.0014113923737482951 0.0011256386939741143 0.0018660018092753364 0.0018670534611306281 0.0019542371085349911 0.0014310168003558151 0.00068045514093275847 0.0018391958474614151 0.0013258628051632051 -9.19934536907958e-05 0.0016234134805881923 0.0013591043932234795 0.0004327858069297101 0.0011769915011732174 0.0015790132641234677 0.0016152867001295993 0.0014635235963662745
leaf_weight=37 52 184 55 34 33 255 23 34 76 61 48 36 30 21 23 47 617 747 24 20 272 20 20 53 21 82 31 24 118 23
leaf_count=37 52 184 55 34 33 255 23 34 76 61 48 36 30 21 23 47 617 747 24 20 272 20 20 53 21 82 31 24 118 23
internal_value=0 0.000993145 0.000886966 0.00182922 0.00111306 0.0018512 0.00150262 0.000611083 0.00189493 0.00128888 0.00167535 0.000704704 0.00089871 0.00188 0.00175883 0.00167477 0.0019059 0.00195409 0.00193795 0.00104786 0.00180853 0.000942316 0.000224462 0.00184778 0.00172094 0.000532071 0.000906638 0.00185235 0.00174013 0.00179312
internal_weight=0 691 615 2430 338 2335 103 277 1870 95 465 223 105 1794 316 80 1478 808 771 75 293 235 54 670 417 118 215 76 396 278
internal_count=3121 691 615 2430 338 2335 103 277 1870 95 465 223 105 1794 316 80 1478 808 771 75 293 235 54 670 417 118 215 76 396 278
is_linear=0
shrinkage=0.00192234


Tree=2990
num_leaves=31
num_cat=0
split_feature=1 52 3 159 52 4 456 2 14 158 159 9 2 0 131 0 4 2 160 4 4 123 131 472 42 1 123 156 42 48
split_gain=2.23165 0.560428 0.376588 0.277073 0.261795 0.250163 0.237332 0.232455 0.234175 0.258521 0.361551 0.230736 0.438174 0.320386 0.222945 0.285531 0.510661 0.392399 0.303692 0.223043 0.495549 0.219311 0.208191 0.209224 0.206804 0.272033 0.198349 0.242139 0.217988 0.2288
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 -0.40873999999999994 0.056145000000000007 0.40124500000000002 0.095035000000000022 0.094835000000000017 0.062655000000000016 0.11817500000000002 0.11389500000000001 -1.0000000180025095e-35 0.092235000000000025 0.024095000000000002 0.082750000000000004 -0.11173999999999999 -0.016959999999999999 0.086100000000000024 -0.55323499999999981 -0.49013999999999996 -0.15289999999999995 1.0000000180025095e-35 0.09031500000000002 -0.06698999999999998 0.085465000000000013 0.080000000000000016 0.11080500000000001 0.11582500000000001 -0.019989999999999997 0.14174500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 22 3 -3 -4 7 11 8 9 10 14 -5 13 -13 15 16 -1 -18 -17 -20 -21 -9 23 -2 25 -10 27 28 -14 -30
right_child=1 2 4 6 -6 -7 -8 21 24 -11 -12 12 26 -15 -16 18 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00096115589103515028 0.0022987642426433317 0.0037593103376902109 -0.00028314473861163131 0.00060468995032006065 0.0019960519177169983 0.00090102285561537599 -0.0004351506132327791 0.0029007432604968258 0.0018565734910296282 0.004970183159010033 0.00097595666150907532 0.0034387377161121482 -0.00021751674787388048 0.00061453062231668935 0.0037686761034730451 0.00063950493230133124 0.0049449334405248721 0.0017554230800886142 0.0047749504261685328 0.00014566244971274479 0.0032472813766632872 0.0013180899160947948 0.0016892717022866865 0.0047516459213188984 0.0060209520010096216 0.0050314469021528127 -0.00049390946767980889 0.0038807425518099401 0.0019476129558435903 -0.00013804414788412363
leaf_weight=20 23 30 71 63 32 22 22 587 21 36 32 108 29 21 271 20 25 52 40 23 1144 41 25 45 24 27 20 20 201 26
leaf_count=20 23 30 71 63 32 22 22 587 21 36 32 108 29 21 271 20 25 52 40 23 1144 41 25 45 24 27 20 20 201 26
internal_value=0 0.0018038 0.00158425 0.00180537 0.000424955 0.00312164 0.00169043 0.00314232 0.00326716 0.00321658 0.00317778 0.00178626 0.00196141 0.00297898 0.00322196 0.00311005 0.00201734 0.00279098 0.00319644 0.00323881 0.00318615 0.00279742 0.0033218 0.00392199 0.00443528 0.00364244 0.00151794 0.00166372 0.00149052 0.00170873
internal_weight=0 736 643 540 103 2385 510 2363 1735 1663 1627 488 425 129 1595 1324 97 77 1227 1207 1167 628 93 68 72 48 296 276 256 227
internal_count=3121 736 643 540 103 2385 510 2363 1735 1663 1627 488 425 129 1595 1324 97 77 1227 1207 1167 628 93 68 72 48 296 276 256 227
is_linear=0
shrinkage=0.0209212


Tree=2991
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 14 0 0 1 1 150 0 15 2 2 150 2 43 4 15 16 16 13 151 157
split_gain=80.6687 9.84789 9.34097 7.08159 5.47727 3.88742 3.30096 2.73753 2.16387 1.84324 1.57953 1.56918 1.52498 1.28241 1.18361 1.09223 1.01915 1.5016 0.969279 0.922461 1.0259 0.852525 0.760721 0.758569 0.82995 0.851136 0.681917 0.680442 0.866977 0.665847
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.091475000000000015 -0.17966999999999997 0.082585000000000006 0.00063500000000000004 0.076175000000000007 1.0000000180025095e-35 -0.23194499999999998 0.10124500000000002 0.16175000000000003 0.091105000000000005 -0.11437499999999999 -0.095244999999999982 0.12358500000000001 0.14285500000000004 1.0000000180025095e-35 0.11411 -0.012164999999999999 -0.46376499999999993 -0.033689999999999991 0.0013750000000000001 -0.073849999999999985 -0.068269999999999983 -1.0000000180025095e-35 0.0036600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 12 -3 10 -6 19 18 16 13 -1 15 -7 27 17 -4 26 20 22 -2 -5 -14 -25 -26 -8 -9 -29 -28
right_child=1 5 6 8 7 14 9 11 -10 -11 -12 -13 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=0.0017685740012035218 0.0012724820562214261 0.00060685667828977842 0.00151062322116634 0.00068508738892206732 0.0014123789480399553 0.00026049961194054758 0.001461312581609068 0.00087621888442913432 0.00035218147336407284 0.0011748390243532848 0.0017819091729463791 0.00038559113106754534 0.0014805499360604449 0.00072281849298663737 -0.00016252558087074238 0.00066113359308894249 0.0014563902589378001 0.00083902304077406158 0.0010284006995321246 0.00042893111191954689 0.00060132910141134574 0.0008679222536561083 0.001075347500416242 0.0013245789399261914 0.0012133324069061491 0.00075859500699448695 0.0013068154244891416 0.00097160086830367753 0.0014236390265948726 0.0015172201216832157
leaf_weight=22 92 133 21 23 31 126 207 24 58 218 46 21 42 74 25 20 1170 21 26 22 41 20 50 78 34 21 345 23 32 55
leaf_count=22 92 133 21 23 31 126 207 24 58 218 46 21 42 74 25 20 1170 21 26 22 41 20 50 78 34 21 345 23 32 55
internal_value=0 0.000623628 0.00135284 0.000844669 0.00111165 0.000385464 0.00140111 0.000922333 0.000639391 0.00131568 0.00145889 0.000844027 0.00132788 0.000899675 0.000190462 0.00103187 0.00144663 0.00117482 0.00136418 0.000761878 0.000826131 0.00120024 0.000952389 0.00127248 0.00120677 0.00103971 0.00137857 0.00112573 0.0012346 0.00133575
internal_weight=0 590 2531 306 422 284 2109 225 194 851 1258 194 197 173 151 99 1212 42 633 136 114 112 73 175 133 55 607 79 55 400
internal_count=3121 590 2531 306 422 284 2109 225 194 851 1258 194 197 173 151 99 1212 42 633 136 114 112 73 175 133 55 607 79 55 400
is_linear=0
shrinkage=0.00177594


Tree=2992
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 12 43 4 3 14 39 43 43 15 0 15 15 47 50 14 3 43 49 3 1 16 2
split_gain=80.0914 10.1567 8.37451 5.61962 5.57321 4.20367 3.10396 2.7957 2.67145 2.30438 1.7227 1.42873 1.33768 1.30956 1.30055 1.2098 1.18186 1.02858 1.13561 1.01493 1.03259 1.01434 0.958484 0.883808 0.935288 0.847246 0.789093 0.731645 0.676245 0.61452
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.090455000000000021 -0.073404999999999984 0.033845000000000007 0.10299500000000002 0.076175000000000007 0.098220000000000016 0.016310000000000002 -0.086909999999999987 0.13592500000000005 -0.11173999999999999 -0.095244999999999982 -1.0000000180025095e-35 0.077555000000000013 0.041865000000000006 -1.0000000180025095e-35 0.095270000000000007 -0.083269999999999997 -0.012034999999999999 0.090900000000000009 0.12958500000000003 -0.073849999999999985 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 6 -3 27 12 15 16 14 17 22 19 -1 28 18 -4 20 26 29 -9 24 -6 -2 -11 -8 -10 -7
right_child=1 5 8 -5 23 21 7 13 10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014131955394194708 0.0011442164551522063 0.00053644620973300407 0.0017857495650727738 0.00083271962221448934 0.0010307562379561605 0.00040069720607184377 0.0016057433368881289 0.0011975845095946261 0.0017222822207318173 0.0016118557418249705 0.0014320669216754726 0.0012412197102130667 0.0020421447767551022 0.00046670336783619792 0.0013062720492960575 0.0009548802404121963 0.0012253105478000203 0.0017330281549268341 0.0012330699855540327 0.0018884491717311238 0.0018487980753645083 0.00071920270005622583 0.00082701067063754646 0.0012050241808307504 0.00053481030465418907 0.0015638151099141675 0.0012070335471848547 0.001117453459388756 0.0016078408268888295 5.168844074437351e-05
leaf_weight=51 20 90 22 74 34 61 22 31 281 48 169 34 46 27 32 32 23 1065 30 68 38 26 103 39 21 92 25 20 473 24
leaf_count=51 20 90 22 74 34 61 22 31 281 48 169 34 46 27 32 32 23 1065 30 68 38 26 103 39 21 92 25 20 473 24
internal_value=0 0.000870547 0.0016265 0.00122783 0.0013889 0.000706055 0.000822061 0.000948688 0.00167405 0.00150258 0.00160113 0.00159272 0.00173336 0.000837939 0.00164936 0.0012365 0.0016379 0.00172064 0.0014669 0.00171069 0.00160179 0.000399841 0.00091274 0.000992262 0.000841395 0.00148889 0.00147322 0.00137322 0.00165049 0.000302154
internal_weight=0 590 2531 186 422 404 293 203 2109 328 946 245 1163 161 211 83 777 1117 52 179 111 111 134 94 55 112 73 42 754 85
internal_count=3121 590 2531 186 422 404 293 203 2109 328 946 245 1163 161 211 83 777 1117 52 179 111 111 134 94 55 112 73 42 754 85
is_linear=0
shrinkage=0.00184769


Tree=2993
num_leaves=31
num_cat=0
split_feature=1 52 1 44 10 454 2 14 15 457 13 16 4 2 14 131 4 158 159 51 13 0 160 1 123 1444 1455 483 401 402
split_gain=2.57297 0.623657 0.397947 0.493274 0.366859 0.280549 0.320921 0.339161 0.401552 0.403285 0.300917 0.282029 0.257864 0.242229 0.223753 0.223533 0.249014 0.214039 0.296257 0.21535 0.288236 0.211656 0.405399 0.662733 0.209669 0.201207 0.210758 0.281704 0.199524 0.253992
threshold=0.10293500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 -0.074314999999999978 -0.037229999999999992 0.13622000000000004 -0.46825999999999995 -0.21699999999999997 0.079590000000000008 -0.0044799999999999987 -0.29154999999999992 0.40124500000000002 0.094835000000000017 0.062655000000000016 0.093840000000000021 0.51164000000000009 0.11817500000000002 0.11389500000000001 0.11144500000000002 -0.0039049999999999992 -0.11437499999999999 -0.046074999999999991 0.085345000000000018 1.0000000180025095e-35 -0.081774999999999987 -0.088874999999999982 1.0000000180025095e-35 0.080710000000000018 0.033490000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 5 -4 -3 7 -7 11 -10 -11 -9 13 14 17 16 -6 18 19 21 -21 22 -1 -24 28 -23 27 -27 29 -15
right_child=1 2 4 -5 15 6 -8 8 9 10 -12 -13 -14 24 -16 -17 -18 -19 -20 20 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00035178309041386822 0.0044332972538927698 -0.00084225392326695773 -0.0024179431167285826 0.0062957219708259264 0.0010916928693851743 0.0059739726433612975 0.00096865616919455358 0.0018173562518842595 0.0036036668291090325 -0.00092487719376205388 0.0027003700060115273 -0.0015794554258358592 0.0013377132576370139 0.0039198946491229812 0.0058333742266101149 -0.0010356667605337043 0.0046380205516120057 0.0063461938865464361 0.0017500323218849817 0.004131094679777683 0.00015835148169947703 0.0070457708025896014 0.0068134823918056583 0.0016500480724369315 0.0019426809847719721 0.0045027615533844911 0.004491157741369654 0.00049058923372084838 0.0022075484599142952 0.0066582050842988114
leaf_weight=26 93 20 22 22 46 21 94 79 210 27 40 22 22 517 72 20 20 36 32 36 20 21 35 35 41 28 1372 22 45 25
leaf_count=26 93 20 22 22 46 21 94 79 210 27 40 22 22 517 72 20 20 36 32 36 20 21 35 35 41 28 1372 22 45 25
internal_value=0 0.00240241 0.00210867 0.00240524 0.000639539 0.0022384 0.00236337 0.00269195 0.00250962 0.00303182 0.00123945 0.00107746 0.00419702 0.00422364 0.00438526 0.00142169 0.00216634 0.00432256 0.00427779 0.0043285 0.00271226 0.00438731 0.00318094 0.00423177 0.00377712 0.00446757 0.00442949 0.00273741 0.00390525 0.0040462
internal_weight=0 736 643 535 108 513 493 399 378 277 67 101 2385 2363 1735 86 66 1663 1627 1595 56 1539 96 70 628 1443 1422 50 587 542
internal_count=3121 736 643 535 108 513 493 399 378 277 67 101 2385 2363 1735 86 66 1663 1627 1595 56 1539 96 70 628 1443 1422 50 587 542
is_linear=0
shrinkage=0.0265331


Tree=2994
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 2 1 1 1 2 16 150 52 2 49 47 2 3 1 1447 52 3 4 1420 51 48 1429
split_gain=114.193 18.6624 10.4719 8.79093 6.04643 5.87753 3.67561 3.13124 3.08931 2.98084 1.83173 1.71331 1.66281 1.49985 1.36117 1.31472 1.31253 1.30698 1.18878 1.06887 1.01334 0.978501 0.887435 0.835421 0.816436 0.738265 0.69473 0.780294 0.694288 0.600223
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.11690500000000002 0.062655000000000016 0.085505000000000012 0.14122000000000004 0.09253500000000002 0.16175000000000003 0.089770000000000016 0.090425000000000019 -0.061854999999999993 1.0000000180025095e-35 -0.52606999999999993 -0.0091949999999999983 -0.054984999999999992 0.10648500000000001 0.089525000000000007 1.0000000180025095e-35 0.13075500000000004 -0.082869999999999985 0.12418000000000001 0.11658 0.022185000000000003 -0.083604999999999985 0.11144500000000002 0.083685000000000009 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 18 11 10 14 -4 23 19 16 -9 25 -2 -13 -17 20 26 28 -5 -21 -7 -22 -6 -1 29 -3 -28
right_child=1 5 9 21 8 7 -8 13 -10 -11 -12 12 -14 -15 -16 17 -18 -19 -20 22 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.006914547410002728 0.0065717796743995057 0.0051278610631298356 0.0063030270524272649 0.005666152358102145 0.006429047198435147 0.0050894088875705068 0.0069290171514232255 0.0053182142214584695 0.0057931431228717923 0.0056105990372975981 0.0045993750911322582 0.0060011617013491685 0.005974071313151582 0.0058737718907641845 0.0059279130030636959 0.0057659347335764621 0.0064702974432557514 0.0062956275204939256 0.006075401676260023 0.0067621927118237972 0.0059412215905923996 0.0052158869247181444 0.0064466375123363893 0.0054427867146239249 0.0055641919248330743 0.006253736565487061 0.0065871100070258419 0.0062324583736520691 0.0055551201430146975 0.0063709622186385933
leaf_weight=21 45 22 34 60 238 157 79 45 41 63 25 23 31 28 27 21 268 78 20 34 34 24 459 28 51 133 925 24 35 48
leaf_count=21 45 22 34 60 238 157 79 45 41 63 25 23 31 28 27 21 268 78 20 34 34 24 459 28 51 133 925 24 35 48
internal_value=0 0.00558359 0.00646015 0.00602204 0.00648519 0.00535894 0.00653099 0.00519507 0.00628572 0.00585331 0.00507819 0.00651383 0.00638901 0.0055313 0.00633647 0.00630468 0.00643322 0.00618327 0.00564522 0.00654043 0.00558463 0.00553751 0.0064684 0.00514289 0.005715 0.0063662 0.00657531 0.00656817 0.00539021 0.00657645
internal_weight=0 673 2448 228 2351 445 1912 283 439 97 210 1833 322 73 398 144 291 99 162 1511 142 84 493 185 85 371 1018 997 57 973
internal_count=3121 673 2448 228 2351 445 1912 283 439 97 210 1833 322 73 398 144 291 99 162 1511 142 84 493 185 85 371 1018 997 57 973
is_linear=0
shrinkage=0.00188464


Tree=2995
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 4 2 1 1 0 4 1 15 1 13 0 150 12 39 12 16 52 47 160 484
split_gain=102.155 16.2533 10.2995 8.24372 5.53833 5.30478 3.00918 2.69478 2.67534 2.62948 2.56629 2.34108 1.94867 1.82609 3.07519 1.38418 2.30877 1.30306 1.26445 1.19788 1.09038 0.953571 0.827816 0.818464 0.792318 0.791375 0.748632 0.797846 0.732347 0.736608
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.062655000000000016 0.27287000000000006 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.16540500000000002 0.085760000000000017 -0.095504999999999993 -0.013125 0.093100000000000002 -0.095869999999999983 0.076935000000000017 0.049530000000000012 -0.019414999999999998 0.097210000000000005 0.090285000000000018 0.087690000000000004 0.087695000000000009 0.042200000000000008 0.12492500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 13 11 15 -5 -6 23 21 24 17 18 22 -15 20 -16 -7 28 -17 -4 -1 -26 27 -3 29 -9
right_child=1 2 7 9 10 8 -8 12 -10 -11 -12 -13 -14 14 19 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020191897921034664 0.001887648034896578 0.0009720323656025998 0.0013804163517197822 0.0017672767748942379 0.0017454514750682077 0.0018641351059080686 0.002326197786369907 0.0010696147844566177 0.0013132595119989549 0.0011386087861543521 0.0011161212783539504 0.00064383410602704579 8.5827570265261719e-05 0.0017798927452781113 0.0019452812260354808 0.0019255784240438409 0.0012154146691458209 0.001298875120007161 0.0020589040636322204 0.0016180166551079142 0.0015231906285541274 0.0010430716683809986 0.0016878594839360214 0.00095611620302909551 0.0019527595467743054 0.0017385639791949628 0.0013936133404279475 0.0012479054647231561 0.00053067704456813175 0.00057797465983987716
leaf_weight=705 76 172 35 34 73 162 70 20 41 61 30 42 21 33 350 68 29 42 89 41 38 20 164 26 438 65 20 43 93 20
leaf_count=705 76 172 35 34 73 162 70 20 41 61 30 42 21 33 350 68 29 42 89 41 38 20 164 26 438 65 20 43 93 20
internal_value=0 0.00109735 0.000999685 0.00188669 0.0012119 0.00190797 0.00195823 0.000740734 0.00175965 0.00136361 0.00156215 0.000972958 0.000603268 0.00194284 0.00184652 0.00179293 0.0016973 0.00151052 0.00187929 0.00191096 0.00179936 0.000674289 0.00175754 0.00119957 0.00198 0.00192508 0.00105839 0.00102721 0.000618833 0.000823795
internal_weight=0 691 615 2430 338 2335 1744 277 591 95 103 103 174 1674 466 550 261 75 289 391 200 153 232 61 1208 503 235 215 133 40
internal_count=3121 691 615 2430 338 2335 1744 277 591 95 103 103 174 1674 466 550 261 75 289 391 200 153 232 61 1208 503 235 215 133 40
is_linear=0
shrinkage=0.00181146


Tree=2996
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 2 16 10 42 2 2 13 42 11 11 15 14 42 48 0 16 4 3 43 0 13 16 48 10 484
split_gain=3.07241 0.708132 0.380337 0.38171 0.321452 0.287161 0.278261 0.275678 0.234123 0.254581 0.529199 0.242152 0.212334 0.196265 0.191625 0.471527 0.406992 0.38874 0.213952 0.182408 0.181622 0.308982 0.447239 0.203305 0.384621 0.26529 0.181111 0.180879 0.172809 0.165523
threshold=0.10337500000000001 -0.059315 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.13404500000000005 -0.25582999999999995 -0.062879999999999978 0.11159000000000001 -1.0000000180025095e-35 0.10444500000000002 -0.01163 -0.0060199999999999993 0.095720000000000013 1.0000000180025095e-35 0.040760000000000005 0.078320000000000015 0.083865000000000009 0.10184000000000001 -0.10096999999999999 0.0073350000000000004 -0.49013999999999996 -0.11171999999999999 -0.081374999999999989 -0.080499999999999988 -0.075974999999999987 0.13751500000000003 0.10445500000000001 0.10223 0.015535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 8 12 13 19 -4 9 11 -11 28 -1 14 18 17 -17 -16 20 -2 -6 -22 -23 29 25 -25 -7 -20 -3 -24
right_child=1 2 7 -5 5 26 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 27 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0050559152486424532 0.0045276998362984051 0.0041424729520866763 -0.0010270088203628703 0.006261136756797756 0.0052790939916715386 0.0020304074106834756 0.0048301966806052503 0.0020776481429505018 0.00061680909873299721 0.0062716367046213315 0.0030250959597819789 9.5151824490949104e-05 0.0027997907865929292 0.0028228983885233952 0.0060045126058080643 0.010418780407550754 0.0061078623535620272 0.0021358050673604503 0.0022325510732496153 0.0022312400473542865 0.0060813893211570597 0.001149586265632831 0.0048496447317391139 0.0038860193245713807 0.0047980866013766473 0.00032560400217549184 0.0049102203156000382 0.0045968655510845117 0.0013633334038939701 0.0068254254387378338
leaf_weight=39 32 27 20 20 1627 27 173 77 23 32 216 27 57 20 46 20 31 21 23 48 74 22 89 26 124 21 22 82 23 32
leaf_count=39 32 27 20 20 1627 27 173 77 23 32 216 27 57 20 46 20 31 21 23 48 74 22 89 26 124 21 22 82 23 32
internal_value=0 0.00329574 0.00274996 0.00309591 0.00505219 0.00510778 0.00429885 0.00143751 0.002914 0.00307657 0.003444 0.00189315 0.00371634 0.0051465 0.00516726 0.00609135 0.00779842 0.00479193 0.00511583 0.00314982 0.00516986 0.00471181 0.00438904 0.00463311 0.00411016 0.0022952 0.00332338 0.00407897 0.00286407 0.00537217
internal_weight=0 718 465 368 2403 2307 253 97 348 325 248 77 96 2258 2238 118 51 67 2120 80 2015 388 314 292 171 47 49 105 50 121
internal_count=3121 718 465 368 2403 2307 253 97 348 325 248 77 96 2258 2238 118 51 67 2120 80 2015 388 314 292 171 47 49 105 50 121
is_linear=0
shrinkage=0.0235607


Tree=2997
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 124 16 13 2 3 3 49 42 12 15 16 2 376 48 42 1212 1213 1211 403 15 401 1208 1213 0 15
split_gain=2.48865 0.575026 0.363909 0.301126 0.281705 0.260376 0.243017 0.234538 0.34772 0.313381 0.516187 0.256595 0.337445 0.338731 0.29891 0.219069 0.267035 0.20766 0.207257 0.198138 0.221169 0.324787 0.293289 0.245663 0.316357 0.228492 0.19454 0.282645 0.410922 0.179858
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 -0.076779999999999987 -0.25582999999999995 0.038215000000000006 0.11362000000000001 -0.14477499999999996 -0.10831999999999999 0.0034800000000000005 -0.018024999999999996 0.089735000000000023 -0.084564999999999987 -0.015314999999999997 0.10188000000000001 0.084545000000000009 0.095205000000000012 0.11457500000000002 0.11796000000000001 0.31607500000000005 0.11789500000000001 -0.52800499999999995 0.087685000000000013 -0.14320999999999998 0.099975000000000008 -1.0000000180025095e-35 -0.071719999999999992 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 17 -2 9 11 -7 -11 12 13 -9 -13 -14 -17 -1 19 20 21 23 -22 24 -12 -25 27 -21 -29 -15
right_child=1 2 4 -5 -6 7 -8 8 -10 10 18 14 15 29 -16 16 -18 -19 -20 26 22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0034854672084909688 0.0037405131670078802 0.003515297586591048 -0.0015947761092854574 0.0074352932547934172 0.0024672713943791193 0.0082958302103223799 0.0058325670488729737 0.0015039089833773355 0.0024427680840177781 0.002138134547483868 0.0063539613882958321 0.0063967258746625176 0.0059830530938269821 0.0063700609835264576 0.0015912668964094771 0.011672828776960053 0.0069175828290839363 0.0066665058113856935 0.0049891673953368874 0.0070242310987593572 0.0062086301368863639 0.0023654501427637616 0.011085715039991716 0.0097280525911762287 0.0016323317894965433 0.0063829800800149581 0.0070393757089684756 -0.00043426105290189442 0.0048536143727278139 0.0031234652470246817
leaf_weight=68 80 357 21 20 77 66 163 21 37 31 32 22 42 94 29 21 25 28 131 28 26 20 22 20 24 1490 37 20 49 20
leaf_count=68 80 357 21 20 77 66 163 21 37 31 32 22 42 94 29 21 25 28 131 28 26 20 22 20 24 1490 37 20 49 20
internal_value=0 0.0039138 0.00328454 0.00372325 0.00159683 0.00599963 0.00514383 0.00606564 0.00527155 0.00618937 0.00611734 0.00565354 0.00610849 0.00513213 0.00366421 0.00760633 0.00908846 0.00441327 0.0061823 0.0062707 0.00636495 0.00630203 0.00844396 0.0063523 0.00433041 0.00642729 0.00512147 0.0043899 0.0033209 0.00580048
internal_weight=0 718 475 377 98 2403 243 2307 311 1996 1930 274 223 135 51 88 46 96 1899 1768 1634 1586 48 1566 56 1510 134 97 69 114
internal_count=3121 718 475 377 98 2403 243 2307 311 1996 1930 274 223 135 51 88 46 96 1899 1768 1634 1586 48 1566 56 1510 134 97 69 114
is_linear=0
shrinkage=0.0310878


Tree=2998
num_leaves=31
num_cat=0
split_feature=1 4 3 48 1456 12 132 2 1 132 14 43 13 0 15 45 3 4 48 4 10 16 39 43 151 0 51 42 157 52
split_gain=2.02559 0.612112 0.422368 0.375634 0.344312 0.34439 0.301456 0.391706 0.287944 0.262409 0.279403 0.305277 0.306674 0.25779 0.256339 0.225784 0.234661 0.305037 0.339747 0.212652 0.199566 0.179066 0.469903 0.308927 0.274749 0.300499 0.178697 0.17646 0.174857 0.215312
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 -0.081134999999999999 -0.049894999999999995 0.088105000000000003 0.10365500000000001 0.15950500000000004 0.13146500000000003 0.090440000000000006 -0.22253999999999999 -0.11720999999999999 1.0000000180025095e-35 0.22582000000000002 -0.46743999999999997 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.016865000000000002 -0.03898999999999999 -0.012544999999999999 -0.0092699999999999987 0.085060000000000011 -0.010344999999999998 -0.030624999999999996 -0.11991499999999998 -0.047599999999999996 0.11457500000000002 -1.0000000180025095e-35 -0.07278999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 26 3 -3 -5 9 7 -4 19 10 14 -12 21 15 -6 16 20 -18 -19 -7 -1 23 -23 -13 -25 -26 -2 -22 -21 -30
right_child=1 2 6 4 5 8 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 18 -20 28 27 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0021508983378163904 0.0039091396824330691 0.0057436730008605273 0.0014487423935585666 0.0053781174081374986 0.0059980249842206861 0.006080990478421559 0.0033809982218598374 -0.002416955592150982 0.0017641281749393076 -0.00053256509146819265 0.0045872895122640693 0.0014128230492111778 -0.00088155272406856093 0.0015043075389812874 0.0026072502446864384 0.0067706937722296833 0.0042338135770091951 -0.00068698933493054547 0.0037770991170066729 0.0014610786153035787 0.004415991126136623 -0.0012887001248792181 0.0032136413402423947 0.0016031570928940497 0.0065599200450094436 0.0025287567560157297 0.0062944244204739073 0.0035751366529627876 0.0059394613307935541 0.003303716454219177
leaf_weight=25 46 26 63 28 21 24 29 21 47 21 24 84 25 20 37 22 60 21 20 20 2018 30 26 26 25 20 32 162 25 73
leaf_count=25 46 26 63 28 21 24 29 21 47 21 24 84 25 20 37 22 60 21 20 20 2018 30 26 26 25 20 32 162 25 73
internal_value=0 0.00282871 0.00259762 0.00286389 0.00272923 0.00258875 0.00122623 0.000482318 0.00342718 0.00212131 0.00229657 0.00195339 0.00168554 0.00427538 0.00383494 0.00429919 0.00427561 0.00312024 0.00149061 0.00397763 0.00432853 0.0019897 0.000801673 0.00241892 0.00360923 0.00476829 0.00488772 0.00435351 0.00354983 0.0039761
internal_weight=0 773 695 582 556 528 113 84 189 339 318 260 236 2348 58 2328 2306 101 41 142 2205 211 56 155 71 45 78 2180 118 98
internal_count=3121 773 695 582 556 528 113 84 189 339 318 260 236 2348 58 2328 2306 101 41 142 2205 211 56 155 71 45 78 2180 118 98
is_linear=0
shrinkage=0.0245125


Tree=2999
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 11 2 4 1 11 1 4 15 43 151 1 16 52 160 47 3 42 3 457
split_gain=75.3865 13.3746 8.72895 6.60485 4.48927 3.93301 2.69359 2.46197 2.44326 2.27995 1.55808 1.54595 1.5417 1.38322 1.15492 0.911853 1.02665 1.58971 0.885201 0.761831 0.722971 0.721057 0.644971 0.714046 0.625026 0.611338 0.610018 0.590296 0.579732 0.564632
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089775000000000008 0.09253500000000002 0.11474000000000002 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.41942499999999994 -0.14792499999999997 -0.088784999999999989 0.14860500000000001 0.19444000000000003 -0.14765999999999999 -0.067824999999999983 0.090100000000000013 -0.0025099999999999996 0.084755000000000011 1.0000000180025095e-35 0.094310000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 12 11 -5 27 14 13 -4 -1 16 22 -18 -14 -17 -3 -20 23 -10 -15 28 -26 -6 -22 -30
right_child=1 2 7 9 10 -7 -8 -9 15 -11 -12 -13 18 24 -16 19 17 -19 21 -21 25 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0016009197138511873 0.0015456840240924007 0.0010149174960014712 0.00084655169807356572 0.0014145353414220184 0.001179637196161532 0.0010127382192462047 0.00090588842364273969 0.00093674017985737469 0.001747714050519942 0.00082914015642994692 0.00085647249713425471 0.0018699532423080846 0.00048320435224078379 0.00070825439916507985 0.0014558006403381349 0.0013585289163495662 0.0015551771437343227 0.00095625433964332705 0.00027916941338823229 0.001761197963094692 0.00060652788222984846 -0.00012523275941697461 0.0013688492500369648 0.0014807984266309636 0.00053014838176927844 0.0010386805423694525 0.00021176413277810635 0.0014943605230048195 0.00090930485198830195 0.00057624461185762431
leaf_weight=1104 76 40 39 34 33 48 22 37 35 61 26 62 37 23 215 21 26 33 39 58 86 23 166 545 39 21 40 48 61 23
leaf_count=1104 76 40 39 34 33 48 22 37 35 61 26 62 37 23 215 21 26 33 39 58 86 23 166 545 39 21 40 48 61 23
internal_value=0 0.000828779 0.000740186 0.00150686 0.000935554 0.00152591 0.00153668 0.000501794 0.0015428 0.00103865 0.0012423 0.00159041 0.00043474 0.000556395 0.00157726 0.00146844 0.00145022 0.00122019 0.000261473 0.00165416 0.00079347 0.000129149 0.00146841 0.00149691 0.000445453 0.000747094 0.000368941 0.00136614 0.000711074 0.00081811
internal_weight=0 691 615 2430 338 2335 2287 277 2265 95 107 1381 240 141 1319 884 805 59 99 79 231 62 746 580 102 191 79 81 170 84
internal_count=3121 691 615 2430 338 2335 2287 277 2265 95 107 1381 240 141 1319 884 805 59 99 79 231 62 746 580 102 191 79 81 170 84
is_linear=0
shrinkage=0.00181146


Tree=3000
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 123 15 4 2 34 1 47 12 15 0 0 13 12 1 15 3 31 4 43 3 16 11
split_gain=43.6714 5.58221 4.71355 3.049 2.79537 1.89201 1.69619 1.4393 1.36599 1.34861 1.0988 1.08544 1.22026 0.946009 0.791345 0.768944 0.760406 0.729747 0.969425 0.645315 0.627362 0.618915 0.611202 0.638847 0.591058 0.574146 0.833104 0.504252 0.499676 0.565757
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.090285000000000018 0.23246000000000003 0.088205000000000019 0.024640000000000006 0.033845000000000007 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.081320000000000017 0.13597000000000004 -0.03241999999999999 -0.14832499999999996 -0.13027499999999997 -1.0000000180025095e-35 0.093965000000000007 0.10060500000000001 -0.41942499999999994 0.31534000000000006 -0.08076499999999999 0.0067750000000000006 -0.081374999999999989 0.149315 -0.073849999999999985 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 13 11 17 20 27 14 15 12 24 16 21 28 -1 -4 -19 -14 -5 25 -13 -24 -3 26 -6 -7 -8 -30
right_child=1 5 6 7 9 8 10 -9 -10 -11 -12 22 19 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012116597191095136 0.00071258435422692919 0.00051394110717827924 0.0015187109793014801 0.0014773003717126142 0.00069507327254455739 0.0010236312847493709 0.0012994329993816457 0.0008119233035484792 0.00036077631306269224 0.0013456718782721235 0.0010741451696672389 0.0004623555183733982 0.0005445155299451665 0.001333090854834047 0.0010935695928034979 0.00094716030618175915 0.00089658204632978803 0.00091709073891966923 0.0013023820208855747 0.00088389176296660551 0.0011224536964341357 0.00070046351432308241 0.00031846690794388977 -6.0017994087640917e-05 8.2179525326326358e-05 0.00065577059676278574 0.0011278382055984698 0.00068512336734964229 0.0011822105297050493 0.0013629161933702636
leaf_weight=61 178 20 48 22 20 35 293 41 21 21 171 41 43 96 41 29 40 21 1072 30 55 76 39 22 20 20 47 23 412 63
leaf_count=61 178 20 48 22 20 35 293 41 21 21 171 41 43 96 41 29 40 21 1072 30 55 76 39 22 20 20 47 23 412 63
internal_value=0 0.000687179 0.00122372 0.000859339 0.00105239 0.000513847 0.001258 0.00108072 0.000748876 0.000917138 0.00120332 0.000427487 0.000547375 0.00120686 0.000873024 0.00123104 0.00108688 0.00130439 0.00129498 0.000683985 0.00122384 0.000817549 0.00029467 0.000181964 0.00029806 0.000919831 0.000998655 0.000889395 0.00124176 0.00120618
internal_weight=0 590 2531 296 422 294 2109 118 79 225 968 215 113 197 204 797 101 1141 1093 73 77 163 102 61 40 87 67 58 768 475
internal_count=3121 590 2531 296 422 294 2109 118 79 225 968 215 113 197 204 797 101 1141 1093 73 77 163 102 61 40 87 67 58 768 475
is_linear=0
shrinkage=0.00177594


Tree=3001
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 4 150 49 12 2 50 40 4 3 1 1 4 4 2 2 12 15
split_gain=137.359 22.1705 11.2646 10.6387 7.54676 7.08891 5.5893 4.24715 3.95642 3.87496 3.33725 2.32615 2.78801 2.12433 1.73121 1.56091 1.45988 1.43015 1.39513 1.25807 1.0654 1.34441 0.994869 0.981966 0.936896 0.931366 0.819559 0.696115 0.690178 0.666209
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 -0.062539999999999984 1.0000000180025095e-35 -0.054984999999999992 0.087695000000000009 -1.0000000180025095e-35 0.041865000000000006 -0.077714999999999992 -0.49013999999999996 0.092670000000000016 0.13075500000000004 0.12811000000000003 0.038415000000000012 0.061775000000000004 0.31765000000000004 0.092120000000000021 0.099815000000000015 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 19 11 25 14 -4 16 17 -10 24 -2 20 -13 26 -3 -1 29 -5 -15 28 -8 -6 -18 -7 -22
right_child=1 4 10 22 18 9 8 -9 13 -11 -12 12 -14 23 -16 -17 27 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024947124784383402 0.0014144894318996683 0.00081342856777048627 0.0018835587990593493 0.0011503056203454659 0.0003909404766561965 0.0020813111357857045 0.0018631008938750099 0.0025516797851570803 0.0015450838205132863 0.0013040162024326278 0.0011509034998342371 0.0015947464505271021 0.0013190077513497546 0.00099515948637060787 0.0014731554007079259 0.0019500929873793348 0.0021063848107422622 0.0020422990631962482 0.00078717545470573106 0.00038155816629544833 0.0025111198219540647 0.0016850719764625248 0.00069628999837199304 0.00063083925350809961 0.0018111455220300094 0.0013625573305960288 -4.5331571145813129e-05 0.0019776143994292002 0.0018882881671516191 0.0021706459731496573
leaf_weight=37 23 46 34 60 65 166 23 76 22 41 63 28 23 129 30 121 446 269 26 50 21 20 24 33 131 31 20 224 109 730
leaf_count=37 23 46 34 60 65 166 23 76 22 41 63 28 23 129 30 121 446 269 26 50 21 20 24 33 131 31 20 224 109 730
internal_value=0 0.00107573 0.0020371 0.00155361 0.000830882 0.00206307 0.000972369 0.00211528 0.00112721 0.00185795 0.00140771 0.00209684 0.00195115 0.000995571 0.00191004 0.00186455 0.00212838 0.00200011 0.000405145 0.000588496 0.00218232 0.00216732 0.00102059 0.000920946 0.00194232 0.00157575 0.000288288 0.00206333 0.0020048 0.00218017
internal_weight=0 673 2448 228 445 2351 334 1874 238 477 97 1798 320 184 436 144 1478 297 111 96 808 771 84 162 406 54 85 670 275 751
internal_count=3121 673 2448 228 445 2351 334 1874 238 477 97 1798 320 184 436 144 1478 297 111 96 808 771 84 162 406 54 85 670 275 751
is_linear=0
shrinkage=0.00188464


Tree=3002
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 14 4 2 1 47 4 2 1 52 2 131 15 2 12 1 2 12 1 0 4 3 151 51 47 12
split_gain=75.4478 13.255 8.14762 6.62648 4.27111 3.9339 3.52838 3.1776 2.88867 2.2713 1.91394 1.69807 1.67204 1.06989 1.01045 0.892577 0.859286 0.807619 1.21666 0.775269 1.66001 0.762722 0.716898 1.2076 0.705274 0.801919 0.682661 0.669784 0.644417 0.589509
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.062655000000000016 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.089775000000000008 0.16540500000000002 -0.56176499999999996 0.094835000000000017 0.09031500000000002 -0.059484999999999989 0.13754500000000003 -1.0000000180025095e-35 0.089770000000000016 0.097845000000000015 0.095780000000000018 0.085605000000000014 -0.095504999999999993 -0.49013999999999996 -0.10831999999999999 -0.088784999999999989 0.11144500000000002 0.090100000000000013 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 4 8 26 6 7 11 14 12 -6 22 17 -13 -1 -2 -16 18 -4 21 -21 24 27 -24 -15 -26 -3 -5 -28 -19
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 13 -14 19 16 -17 -18 29 -20 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0019216137577407933 0.0019375742685242628 0.0012542686074932035 0.00070004487560906793 0.0018717363121155918 0.0016463421821595232 0.0021773855849832255 0.0010020223662221453 0.0012447867091545592 0.0011005138020689939 0.001174810744513905 0.0011112692690918324 0.0020095198489777913 0.00019752601599145272 0.0020730483494251603 0.0016829387115794229 0.0015067981900191193 0.0011986851490747436 0.00083250159685075635 0.0010914891567988603 0.0011179891193047479 0.0017381714281901985 0.0016568668356362894 0.0015006832350661964 0.0018060929212224035 0.0014735962289445616 0.0017831348569535474 0.00095109257802479053 0.0015761466091140479 0.0012941725656969265 0.00051462635193236391
leaf_weight=26 52 40 80 852 74 86 20 37 67 37 33 43 22 26 29 24 22 28 41 23 41 304 50 381 31 365 170 27 21 69
leaf_count=26 52 40 80 852 74 86 20 37 67 37 33 43 22 26 29 24 22 28 41 23 41 304 50 381 31 365 170 27 21 69
internal_value=0 0.00107357 0.000983614 0.0017655 0.00117614 0.00178971 0.00177456 0.00178165 0.00138106 0.000748691 0.00148132 0.00179092 0.000682998 0.00172569 0.00162517 0.00180154 0.00147405 0.00073199 0.000832683 0.00171024 0.00151529 0.00172743 0.00183239 0.00177066 0.00177826 0.0017589 0.00103478 0.00186266 0.000988813 0.000606384
internal_weight=0 691 615 2430 338 2286 2200 2180 144 277 107 2143 240 833 77 76 51 218 121 790 64 726 1310 431 422 396 231 879 191 97
internal_count=3121 691 615 2430 338 2286 2200 2180 144 277 107 2143 240 833 77 76 51 218 121 790 64 726 1310 431 422 396 231 879 191 97
is_linear=0
shrinkage=0.00184769


Tree=3003
num_leaves=31
num_cat=0
split_feature=1 52 52 1 43 457 484 4 2 1 2 47 0 12 3 15 16 0 16 0 2 4 16 34 0 131 1455 3 51 43
split_gain=3.2127 0.832263 0.521199 0.411138 0.51326 0.300793 0.343668 0.294872 0.313631 0.30051 0.451518 0.407567 0.292675 0.448598 0.272704 0.2614 0.251989 0.247227 0.500995 0.291051 0.321342 0.238175 0.338698 0.229312 0.231937 0.212164 0.210765 0.20942 0.203425 0.267789
threshold=0.10124500000000002 -0.40967499999999996 0.19022000000000003 0.13146500000000003 0.070450000000000013 0.079590000000000008 -0.077774999999999983 0.042705000000000007 0.13913500000000004 0.083345000000000016 0.087955000000000019 0.084210000000000021 -0.23091999999999999 -0.089199999999999988 0.10299500000000002 0.035560000000000008 -0.45661999999999997 -0.10474999999999998 -0.27167499999999994 -0.082084999999999977 0.31098000000000003 -0.013514999999999998 -0.078844999999999985 -1.0000000180025095e-35 -0.036484999999999997 0.09031500000000002 0.068185000000000009 0.12745000000000004 -0.13782999999999998 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 25 3 4 5 6 -3 8 14 10 -9 -11 -7 -14 28 -8 -12 18 -5 -19 23 -4 -23 -21 -25 -2 -18 -16 29 -1
right_child=1 2 21 17 -6 12 15 9 -10 11 16 -13 13 -15 27 -17 26 19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0097047165737644461 0.0068271479185377732 0.0069949680564218158 0.0078781274992451873 0.0013306023145056522 0.0072495310058563597 0.0045689188730705134 0.0032104705549766653 0.0095200670034890217 0.0024362559319189765 0.0004950314265743693 0.0065384551780644133 0.0051005248193199933 0.0038388619264328075 -0.0014574161794218901 0.0018450339706394506 0.0064864951723096502 0.0040445715994483029 -0.00089675334250196594 0.0067886370700487647 0.00016154602278110173 -0.00087520460856166545 0.0067970453826473121 0.0018511173187339316 0.0018115398735863381 0.004769845186447446 0.0038417005978460803 0.0065512304528241617 0.0057301327633005475 0.0059594226655912078 0.0064300047294317811
leaf_weight=26 77 24 25 30 29 21 240 20 20 25 70 39 21 32 22 21 137 31 24 21 23 23 21 38 47 25 33 22 1851 83
leaf_count=26 77 24 25 30 29 21 240 20 20 25 70 39 21 32 22 21 137 31 24 21 23 23 21 38 47 25 33 22 1851 83
internal_value=0 0.00372573 0.00336551 0.00309984 0.00364632 0.00335525 0.00377056 0.00581856 0.0059448 0.0050299 0.00545535 0.0033015 0.00175576 0.000641109 0.00597982 0.00347406 0.00511662 0.00210902 0.0037564 0.00155303 0.00214174 0.00568346 0.00443649 0.00279636 0.00344731 0.00609542 0.00453116 0.00378758 0.00602903 0.00721113
internal_weight=0 773 671 602 388 359 285 2348 2024 324 260 64 74 53 2004 261 240 214 54 160 129 69 44 106 85 102 170 44 1960 109
internal_count=3121 773 671 602 388 359 285 2348 2024 324 260 64 74 53 2004 261 240 214 54 160 129 69 44 106 85 102 170 44 1960 109
is_linear=0
shrinkage=0.0281572


Tree=3004
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 132 10 0 4 15 42 13 14 2 14 15 1 10 4 156 0 15 16 2 0 481 481 1444 1447
split_gain=2.60229 0.674133 0.454402 0.331062 0.287627 0.640446 0.280739 0.274142 0.268416 0.263047 0.369839 0.263023 0.292932 0.335962 0.247282 0.245755 0.244304 0.276661 0.239299 0.236024 0.291622 0.281024 0.445153 0.581234 0.262556 0.216548 0.218086 0.262496 0.252632 0.245282
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 0.10365500000000001 0.069930000000000006 0.22582000000000002 -0.050494999999999991 1.0000000180025095e-35 -0.019989999999999997 -0.012549999999999997 -0.10708499999999999 0.15950500000000004 0.062655000000000016 0.094035000000000007 0.081315000000000012 -0.0026549999999999994 0.033845000000000007 0.013700000000000002 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 0.13913500000000004 -0.097734999999999989 0.11393500000000002 0.0028200000000000005 -0.083144999999999983 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 18 14 -7 15 -6 11 -11 -13 -14 -4 19 17 -17 -5 21 -21 22 -1 -24 25 -23 27 28 -27 -30
right_child=1 2 6 4 9 7 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 20 -22 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0065307961276832418 0.0053783123172784488 0.006202242414642776 0.0014520518826533033 0.0027279820850564921 0.0051074205153641009 0.0055046284787401761 0.0035847905254346221 0.0026264573942537681 0.0019496704949670777 0.0002452017870847405 -0.0010090247747813266 0.0018373233057898651 0.0066799423503936303 0.0031377517818895377 -0.0019958286348100199 0.0062411156480607372 0.0047444661217538537 0.010311122070649241 -0.00087724733107450315 0.0046696549086311639 0.0017213390073273639 0.0071997546436991669 0.00013094306576100746 0.0056100267521024365 0.0021496375720117073 0.00226986313224898 0.0029070516987439203 0.0080737223574623689 0.0070064047411096163 0.005250804649939351
leaf_weight=29 102 28 51 47 29 119 29 32 20 31 23 103 25 111 23 35 34 20 20 294 28 46 36 25 20 21 29 26 63 1622
leaf_count=29 102 28 51 47 29 119 29 32 20 31 23 103 25 111 23 35 34 20 20 294 28 46 36 25 20 21 29 26 63 1622
internal_value=0 0.00328741 0.00296957 0.00327548 0.00312372 0.00389802 0.00128262 0.00489468 0.00513402 0.00259951 0.00235129 0.00263754 0.00294784 0.00378889 0.000380413 0.00516138 0.00658397 0.00772112 0.00165179 0.00510483 0.00441328 0.00522099 0.00371509 0.00237647 0.00529517 0.00532999 0.00528115 0.0053209 0.00527894 0.00531644
internal_weight=0 773 671 568 540 218 103 151 2348 322 293 270 239 136 74 2328 89 55 67 2239 322 1917 90 61 1827 1807 1761 1732 1706 1685
internal_count=3121 773 671 568 540 218 103 151 2348 322 293 270 239 136 74 2328 89 55 67 2239 322 1917 90 61 1827 1807 1761 1732 1706 1685
is_linear=0
shrinkage=0.0276051


Tree=3005
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 47 1 133 1 47 51 2 52 12 4 48 13 457 11 0 131 475 1420 51
split_gain=75.0418 13.5072 8.13978 6.97232 5.05952 3.6199 3.04484 2.64233 2.41547 1.89724 1.84134 1.37988 1.07034 1.02735 0.995659 0.861104 0.769671 0.982027 0.768474 0.645359 0.628547 0.612953 0.57825 0.9346 0.568999 0.56197 0.553517 0.530173 0.596416 0.738067
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.092235000000000025 0.13148500000000005 0.16540500000000002 0.089200000000000015 0.087135000000000004 0.10648500000000001 -0.085989999999999997 0.14019000000000004 -0.56176499999999996 0.08401500000000002 -0.0019149999999999998 0.083685000000000009 -0.07743499999999999 0.048635000000000005 1.0000000180025095e-35 -0.14920999999999998 0.09031500000000002 -0.088274999999999978 -0.080064999999999983 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 13 6 7 10 -6 -5 14 12 -4 15 27 16 -3 25 -12 20 -16 -11 -20 -24 -9 -18 -2 -1 -29 -30
right_child=1 2 11 9 8 -7 -8 24 -10 21 18 -13 -14 -15 19 -17 17 -19 22 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0014109533163677217 0.0016900182449464025 0.00047822617826693528 0.00042367541366809987 0.0014513277505396 0.0013751107677655017 0.0010558912744884346 0.00088452472503258044 0.0016563665228928224 0.00082652804851661172 0.00064205964761068334 0.0017422206313042862 0.0008769181362448255 -1.6290184746404679e-05 0.00050674113041625744 0.0010885094696350107 0.0010622393961035625 0.0010059335736699771 0.00043681697059545093 0.0015543394982910996 0.0015527422862488477 0.0014800115601687088 0.0010106470266535203 0.0014525060808842653 0.0010778980408021864 0.0019929893492209821 0.00078153500872534768 0.0013507881150724443 0.0019302511750957723 0.0016388361855142431 0.0013695173527045782
leaf_weight=37 52 28 133 28 87 48 22 24 40 24 37 20 22 45 21 39 55 22 189 348 42 43 432 24 60 124 24 23 992 36
leaf_count=37 52 28 133 28 87 48 22 24 40 24 37 20 22 45 21 39 55 22 189 348 42 43 432 24 60 124 24 23 992 36
internal_value=0 0.000848035 0.000757223 0.00153809 0.000891281 0.00155806 0.0015686 0.00157524 0.00120233 0.00104742 0.00156286 0.000420165 0.000361229 0.000765072 0.00159907 0.000808449 0.000765227 0.000805207 0.00148326 0.00152159 0.00134951 0.000878616 0.00146841 0.00143279 0.00189681 0.000850484 0.00158289 0.00162834 0.00163599 0.0016294
internal_weight=0 691 615 2430 440 2335 2287 2265 127 95 2181 175 155 313 1499 268 229 201 682 411 63 67 645 456 84 179 76 1088 1051 1028
internal_count=3121 691 615 2430 440 2335 2287 2265 127 95 2181 175 155 313 1499 268 229 201 682 411 63 67 645 456 84 179 76 1088 1051 1028
is_linear=0
shrinkage=0.00184769


Tree=3006
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 2 4 2 14 11 2 1 1 4 1 47 15 42 12 3 14 1 1 0 51 4
split_gain=152.583 24.638 15.1966 11.5096 8.23675 6.5598 5.99041 5.1713 4.1842 4.13913 4.49925 3.99763 3.08036 1.91127 1.43892 1.36217 1.34528 2.24851 1.27871 1.27143 1.17307 1.08732 1.06226 1.06209 0.87386 0.869838 0.867016 0.8347 0.813785 0.810105
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13754500000000003 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.062655000000000016 1.0000000180025095e-35 0.094835000000000017 0.16175000000000003 0.088975000000000012 -0.087894999999999987 0.086920000000000011 0.090100000000000013 -0.059484999999999989 0.084755000000000011 0.095780000000000018 -0.10831999999999999 -0.23083499999999998 0.11669000000000002 0.10171500000000001 -0.077429999999999985 -0.085989999999999997 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 19 6 12 14 13 10 -4 21 18 16 -1 -11 22 -18 -5 24 -16 -6 23 -8 -3 28 -9 -15 -26 -2
right_child=1 2 9 5 11 -7 8 26 -10 15 -12 -13 -14 27 20 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0021427091472563473 0.0020963010913440908 0.0011704238978855286 0.001121715045822456 0.0021058744282171464 0.0015057656487872842 0.00097080585256656578 0.0016701192264647899 0.0012420940131482601 0.0013001642074523571 0.00040292611236135867 0.00051112208100071886 0.00091714846133189706 0.00248879367170918 0.0024748783031909027 0.0018583696668540573 -9.9904205396287365e-05 0.0020308413811556498 0.0013185482058043806 0.0019826834866617147 0.001284840989416421 0.0013036596646540566 0.0019329079002884679 0.0018350846160677769 0.0020043703298557392 0.00056987911320757235 0.00056264708933472277 0.00079177934391143519 0.0020676890839480466 0.00096503422610085671 0.001678070593352917
leaf_weight=26 55 33 66 927 33 20 34 47 37 90 99 24 60 24 29 22 26 33 394 33 22 48 300 378 20 29 20 53 118 21
leaf_count=26 55 33 66 927 33 20 34 47 37 90 99 24 60 24 29 22 26 33 394 33 22 48 300 378 20 29 20 53 118 21
internal_value=0 0.00100771 0.000887469 0.0019724 0.00114525 0.00200369 0.00201281 0.00147568 0.00189646 0.000572923 0.000755359 0.00156649 0.00208736 0.00192248 0.00179589 0.000304156 0.0018953 0.00163244 0.00206913 0.000955417 0.00161908 0.00175889 0.00191708 0.00197679 0.000901062 0.000847835 0.00110767 0.00219461 0.000907765 0.00198074
internal_weight=0 691 615 2430 338 2286 2266 144 885 277 165 105 1381 848 77 112 771 59 1321 233 51 81 712 412 200 167 67 77 138 76
internal_count=3121 691 615 2430 338 2286 2266 144 885 277 165 105 1381 848 77 112 771 59 1321 233 51 81 712 412 200 167 67 77 138 76
is_linear=0
shrinkage=0.00181146


Tree=3007
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 14 2 2 48 47 3 16 49 2 9 4 16 0 14 16 160 43 12 4 15 1 13 40 41 16
split_gain=3.10031 0.778481 0.482269 0.339876 0.304297 0.260596 0.323348 0.279492 0.249916 0.301805 0.264162 0.254711 0.294923 0.236018 0.547608 0.279475 0.304513 0.26689 0.246155 0.376334 0.255586 0.242184 0.2347 0.229016 0.247892 0.225696 0.224967 0.213844 0.211674 0.210679
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.4136149999999999 0.062655000000000016 -0.090999999999999984 0.092365000000000017 0.10168500000000001 0.081320000000000017 -0.063814999999999997 -0.45661999999999997 -0.097394999999999995 0.10252500000000002 -1.0000000180025095e-35 -0.050494999999999991 0.10246000000000001 0.024095000000000002 -0.46166999999999997 -1.0000000180025095e-35 0.087570000000000023 -0.074359999999999996 -0.42850999999999995 -0.15464999999999998 -0.013104999999999999 0.14173500000000003 -0.063184999999999977 -0.077474999999999988 0.075585000000000013 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 -1 -8 9 11 -10 -9 -13 14 27 -15 18 21 -17 20 29 -16 -4 -7 -25 -24 -23 -6 -26 -20
right_child=1 2 22 4 13 23 7 8 10 -11 -12 12 -14 15 17 16 -18 -19 19 -21 -22 26 25 24 28 -27 -28 -29 -30 -31
leaf_value=0.0017596482272132883 0.004785656455939799 0.0053764028002962205 0.0026607791591821313 0.0055660163785383179 0.0025060093283169665 0.0079893777501230147 0.0047518705934295833 0.0057236843072614157 0.0038126829830815094 0.0067187220947698689 0.00053517315555981211 0.0012621162748295395 0.0041731982400549459 0.0045392847942396924 0.003267567538193896 0.0039127866472253867 -0.00067525669131900026 0.0016959734863793991 0.0025628847427633058 -0.0011779598028296098 0.0046072245588710363 0.0075399285943062808 0.0013212437229530617 0.0073783469257655944 0.0027556069761578601 -0.0014938946996810505 0.0045564655001950356 -0.00024618010635029438 0.005887509599332443 0.00093616140715900174
leaf_weight=23 102 28 35 20 42 21 1501 57 43 28 20 20 567 26 49 40 22 22 112 20 22 20 43 20 25 25 47 25 23 73
leaf_count=23 102 28 35 20 42 21 1501 57 43 28 20 20 567 26 49 40 22 22 112 20 22 20 43 20 25 25 47 25 23 73
internal_value=0 0.00286795 0.00257643 0.00284541 0.00271417 0.00458822 0.00453895 0.00456754 0.00419111 0.00432414 0.0027722 0.00422002 0.00407401 0.00260449 0.0032267 0.00219956 0.00198906 0.00407518 0.00220859 0.00190829 0.00220648 0.00452641 0.00109314 0.00583873 0.00517456 0.000286266 0.00544705 0.00147907 0.00425631 0.00192099
internal_weight=0 773 671 568 540 2348 2259 2236 735 672 63 644 587 520 205 315 289 138 267 227 207 116 103 89 68 68 67 67 48 185
internal_count=3121 773 671 568 540 2348 2259 2236 735 672 63 644 587 520 205 315 289 138 267 227 207 116 103 89 68 68 67 67 48 185
is_linear=0
shrinkage=0.0235607


Tree=3008
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 14 2 47 4 1 0 1 47 4 4 1 0 15 43 52 47 0 12 1 160 3 14 1
split_gain=103.997 16.3935 10.4086 8.44809 5.58259 4.6781 3.12311 2.76682 2.62194 2.52211 2.40592 1.64107 1.60483 2.26699 1.34839 1.26867 1.18661 1.71851 0.989141 0.884221 0.874446 0.848729 0.845488 0.792576 0.787833 0.776942 0.725661 0.725288 0.683325 0.569748
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.09253500000000002 0.076975000000000002 0.14122000000000004 0.13082500000000002 0.40473500000000007 0.15799000000000005 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.0061450000000000003 -0.013125 0.093100000000000002 0.14486500000000005 -0.12563999999999997 0.0034250000000000005 -0.068719999999999989 0.090100000000000013 -0.07929499999999999 0.095780000000000018 0.13210500000000003 -0.081069999999999989 -0.0087149999999999988 -0.23083499999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 -5 12 16 11 -6 25 13 19 21 23 18 24 20 -1 -7 -15 28 -14 -18 27 -25 -4 -3 -30
right_child=1 2 9 6 10 8 -8 -9 -10 -11 -12 -13 15 14 -16 -17 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.0020166117918562695 0.001639653838931772 0.00098403728776250187 0.00090974377742182426 0.0015510487152376618 0.0014815610722406362 0.0017393212546232477 0.00085220426950653543 0.0020807452580797236 0.0010715876169823399 0.00091353992657223766 0.00088164688371618208 2.5514228168934643e-05 0.001753264317924689 0.0013169692656276556 0.0016503710833104992 0.0014838726398763537 0.001630090033073331 0.0010415681025926313 0.0013256544449304489 0.0016024899598883345 0.0014951613197432645 0.00080320166560610541 0.0010647854841225066 0.0014109500757486491 0.0014146181416889972 0.00039380945646341308 0.0016815264256155929 0.00046143299285143286 0.00074272941138764934 0.00045765035912994972
leaf_weight=23 76 33 22 34 74 190 61 67 41 37 33 35 1092 23 20 76 112 29 31 75 68 21 32 38 120 155 309 28 137 29
leaf_count=23 76 33 22 34 74 190 61 67 41 37 33 35 1092 23 20 76 112 29 31 75 68 21 32 38 120 155 309 28 137 29
internal_value=0 0.000830079 0.000730034 0.00164243 0.000947639 0.00166441 0.00110232 0.00171255 0.00152234 0.000464509 0.00129654 0.000395283 0.00169784 0.00152305 0.00125258 0.00171653 0.00155594 0.00146563 0.0016375 0.00169968 0.00167497 0.00107176 0.000786027 0.00172882 0.00151864 0.000458414 0.0016519 0.00065869 0.000741201 0.000692926
internal_weight=0 691 615 2430 338 2335 95 1744 591 277 107 240 1677 162 64 1515 550 261 289 98 258 44 231 1439 232 205 347 50 199 166
internal_count=3121 691 615 2430 338 2335 95 1744 591 277 107 240 1677 162 64 1515 550 261 289 98 258 44 231 1439 232 205 347 50 199 166
is_linear=0
shrinkage=0.00184769


Tree=3009
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 14 1 15 14 0 4 0 12 12 4 4 13 4 11 1 0 2 34 131 2 4 4
split_gain=55.8446 6.85451 6.04938 5.533 4.02048 3.65084 2.79731 1.8876 1.74274 1.63764 1.40362 1.20107 2.13573 1.57603 1.23487 1.12457 1.00219 1.06258 1.6165 0.912062 1.13061 0.789929 0.680914 0.671319 0.644246 1.03913 0.670945 0.731789 0.620858 0.591236
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13754500000000003 0.13082500000000002 0.40124500000000002 0.076175000000000007 0.077845000000000011 0.024640000000000006 -0.10708499999999999 -0.13027499999999997 0.076415000000000025 -0.15599999999999997 0.091625000000000012 0.051320000000000005 -0.46376499999999993 -0.0060199999999999993 0.084330000000000016 -0.053309999999999989 0.077415000000000012 0.11669000000000002 -0.026509999999999995 0.13754500000000003 -1.0000000180025095e-35 0.08844500000000001 0.25063000000000007 -0.036839999999999991 0.49041500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 5 8 24 28 10 -4 11 -1 13 14 -13 16 17 -14 -19 20 -17 -12 -2 -7 25 -3 27 -26 -5 -27
right_child=1 6 9 7 -6 23 -8 -9 -10 -11 21 12 15 -15 -16 19 -18 18 -20 -21 -22 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=0.0018077997715815486 0.00087387738055000309 0.00034783314773799288 0.0013997383821936075 0.0015994634428939572 0.00090733966755911981 0.0011929072022953218 0.0010151996920802131 0.00087190353996460855 0.0017379332223536833 0.0008829873802095404 0.0015077999695250752 0.0011710394782637819 0.0015508684342073295 0.0015379576770216934 0.00062840498984641051 0.00099399798752815858 0.0015147038106868998 0.00090253532303424192 0.0014099440135923924 0.0015182537810329091 0.0013477316585062025 0.0018698360923735345 0.00066412868076006751 0.00074478867992248141 0.00042948076045599005 0.00099823902920023462 0.00067899813522414882 7.0732560312871445e-05 0.0012887918246398805 0.00060393500897741321
leaf_weight=27 126 38 28 32 45 21 39 32 83 83 1017 41 53 24 22 35 564 34 58 90 260 21 91 25 55 20 20 30 70 37
leaf_count=27 126 38 28 32 45 21 39 32 83 83 1017 41 53 24 22 35 564 34 58 90 260 21 91 25 55 20 20 30 70 37
internal_value=0 0.000803877 0.00143512 0.000968215 0.00145446 0.00146483 0.000562528 0.00126343 0.00147501 0.00101334 0.0014653 0.00142248 0.00141367 0.00113504 0.000981548 0.00143583 0.00147948 0.00134248 0.00122242 0.00135544 0.00130576 0.00151512 0.000785918 0.000949365 0.000474257 0.000584506 0.000374508 0.000302864 0.00138626 0.000742287
internal_weight=0 590 2531 351 2420 2375 239 134 2329 111 2246 1208 1181 87 63 1094 709 145 92 385 295 1038 217 46 200 95 105 85 102 57
internal_count=3121 590 2531 351 2420 2375 239 134 2329 111 2246 1208 1181 87 63 1094 709 145 92 385 295 1038 217 46 200 95 105 85 102 57
is_linear=0
shrinkage=0.00184769


Tree=3010
num_leaves=31
num_cat=0
split_feature=1 52 1 131 12 4 1 2 15 52 2 3 483 4 0 13 151 15 1 49 16 131 16 52 1455 160 4 133 16 0
split_gain=3.34463 0.821558 0.502098 0.326781 0.347337 0.290329 0.289503 0.407501 0.389739 0.285078 0.273994 0.279788 0.243495 0.272354 0.24924 0.278529 0.243493 0.270155 0.227818 0.215996 0.206041 0.197629 0.185465 0.219682 0.180749 0.180053 0.312975 0.193984 0.176067 0.170993
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.095715000000000008 0.11903500000000002 0.042705000000000007 0.083345000000000016 0.087955000000000019 -0.093244999999999981 0.17829500000000004 0.13913500000000004 0.10299500000000002 0.085510000000000017 0.42642000000000008 0.062580000000000011 0.043850000000000007 0.050660000000000004 0.013270000000000002 0.16773500000000005 -1.0000000180025095e-35 -0.45661999999999997 0.091440000000000007 -0.27167499999999994 -0.054584999999999995 0.068185000000000009 0.08325500000000001 -0.0073899999999999999 -0.083244999999999986 -0.071359999999999993 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 21 3 4 9 10 7 -7 -8 12 11 29 14 -14 15 16 17 25 19 -4 -9 -2 -21 -24 -22 27 -27 -3 -11 -1
right_child=1 2 18 -5 -6 6 8 20 -10 28 -12 -13 13 -15 -16 -17 -18 -19 -20 22 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0054344730897562992 0.0056851266159578971 0.0045175409471498312 -6.1327429775710114e-05 0.0053154773737084816 0.0054923046102343257 0.0080519259833184628 0.0042571533285741623 0.0054789277712386309 0.00022692631314078448 0.0058929481316907341 0.0021463703107008859 0.0031156344740597896 0.0064315818262149329 0.0024002084899998389 0.0047091075393474761 -9.616726097197873e-05 0.0042274986892915168 0.004727428326602022 -0.00079171943622521218 0.001552073614751602 0.0034670539102655473 0.0029131355559836535 0.0017188467837139789 0.0052669051875753681 0.0055283150896478957 0.0021151122955115941 -0.0019227581064708477 0.0019057867053533517 0.0029810451085734032 0.0049515585670123884
leaf_weight=731 82 20 28 39 31 20 40 70 24 27 20 44 20 22 25 32 38 22 23 65 137 20 20 24 33 30 20 160 25 1229
leaf_count=731 82 20 28 39 31 20 40 70 24 27 20 44 20 22 25 32 38 22 23 65 137 20 20 24 33 30 20 160 25 1229
internal_value=0 0.00305096 0.00273316 0.00311587 0.00293413 0.0049471 0.00425221 0.00462302 0.00274582 0.0027543 0.00505834 0.0050874 0.00252188 0.00431991 0.00230425 0.00211753 0.0023618 0.00208047 0.00151088 0.00189745 0.00433727 0.0051416 0.00240062 0.00365415 0.00386718 0.00182728 0.000499964 0.00219598 0.00449299 0.00513167
internal_weight=0 773 671 511 472 2348 324 260 64 441 2024 2004 389 42 347 322 290 252 160 137 240 102 109 44 170 230 50 180 52 1960
internal_count=3121 773 671 511 472 2348 324 260 64 441 2024 2004 389 42 347 322 290 252 160 137 240 102 109 44 170 230 50 180 52 1960
is_linear=0
shrinkage=0.0250028


Tree=3011
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 47 1 2 1 1 2 12 47 2 4 14 4 1 43 51 475 49 13 15 1 51
split_gain=84.6012 14.079 9.07628 7.13984 4.93546 4.3847 3.16019 2.80558 2.40045 2.37609 2.12494 1.97453 1.63141 0.977026 0.908562 1.1412 0.760736 0.721986 0.66491 0.664014 0.653158 0.934007 0.648326 0.565612 0.56903 0.547782 0.541827 0.54075 0.506103 0.723592
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.092120000000000021 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.16540500000000002 0.086920000000000011 0.13754500000000003 -1.0000000180025095e-35 0.090100000000000013 0.085730000000000015 0.23246000000000003 -0.23083499999999998 -0.015039999999999998 0.086920000000000011 0.057265000000000003 0.11144500000000002 -0.088274999999999978 0.11560500000000001 -0.078279999999999975 -0.12255999999999999 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 8 13 12 -5 18 14 23 15 -4 19 -15 -6 -3 22 26 -10 24 -1 -26 -22 -28 29 -21
right_child=1 2 9 10 11 -7 -8 -9 20 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 28 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.001324612611356033 0.0014553259346047731 0.0009057660587335739 0.00041011164583275506 0.0013223324845660785 0.0014173465921640998 0.00094718323018922325 0.0017934359234644023 0.00084956721303952262 0.0014633333581368024 0.0008501352627108352 0.00078978404896318157 0.00075807259107529943 -5.7605830855370799e-05 0.001450605057044317 0.00030704190596227848 0.00076035108149227239 0.00096817908246086724 0.0011797914286853436 0.0010970835750166437 0.00038396676512851969 0.0014563256544273188 0.00099837676365558846 0.0012857149951495423 0.0013260642024043095 0.0015494359810025982 0.0012935452353121028 0.0015450545776449238 0.0012669224849453571 0.00043579283179951398 0.00073530694153536608
leaf_weight=36 76 33 80 34 51 48 84 22 297 37 61 26 22 384 97 41 32 31 30 20 93 24 75 39 976 25 23 178 29 117
leaf_count=36 76 33 80 34 51 48 84 22 297 37 61 26 22 384 97 41 32 31 30 20 93 24 75 39 976 25 23 178 29 117
internal_value=0 0.000762209 0.000676555 0.0014391 0.000864282 0.00145777 0.00146848 0.00145609 0.00146221 0.000447488 0.00098038 0.00116736 0.000385413 0.00150074 0.000430121 0.000528788 0.000723897 0.00143038 0.00129873 0.000684616 0.00137897 0.00132216 0.00142752 0.00152787 0.00153546 0.00154305 0.00134859 0.00129875 0.000640652 0.000684016
internal_weight=0 691 615 2430 338 2335 2287 2203 2181 277 95 107 240 1491 218 121 231 415 81 199 690 318 372 1076 1037 1001 294 201 166 137
internal_count=3121 691 615 2430 338 2335 2287 2203 2181 277 95 107 240 1491 218 121 231 415 81 199 690 318 372 1076 1037 1001 294 201 166 137
is_linear=0
shrinkage=0.00170698


Tree=3012
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 2 2 4 15 52 1 2 1 12 47 12 4 3 160 3 15 1 151 39
split_gain=118.945 19.5056 11.9282 10.5527 6.9972 5.49949 4.97993 4.73368 3.94387 3.62362 2.82667 2.66177 1.93523 1.89174 1.32187 1.21804 1.08379 1.79781 1.00385 0.99043 0.971718 0.803648 0.763074 0.828208 0.719237 0.800505 0.687929 0.74119 0.665112 0.645903
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.10699500000000002 0.089775000000000008 0.14285500000000004 0.27834500000000006 -0.087679999999999994 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090540000000000023 0.095780000000000018 0.090100000000000013 0.10061500000000002 -0.49013999999999996 -0.10831999999999999 -0.067824999999999983 -0.010424999999999999 -0.41942499999999994 0.14754500000000001 -0.088784999999999989 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 20 6 8 14 11 12 21 18 13 -4 -1 -13 19 -18 -5 22 28 -6 -17 -24 -15 -26 -14 -28 -3 -16
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 15 26 24 29 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0018059370880536374 0.0017307285971281546 0.0010294402834340581 0.00089038381669406244 0.001823191734276488 0.0017281050295732015 0.00081916466298019596 0.001108337443682525 0.000905491952597421 0.002138164398459816 0.0010211647508999245 0.00090300333365155819 0.0019628878333670832 0.00042540080298486549 0.00070689721152867723 0.0015486081851377378 0.0020258909862157421 0.0010370047673868093 0.001657351834013538 0.0016950585168706218 0.0015982074129666124 0.0011142841415427646 0.0013674539048267231 0.0014331283022769657 0.0017354846285882546 0.00056670206357193405 0.00020253507640054729 0.00028441930944948329 -0.00010908691437439886 0.00073844937220009937 0.001107636402642925
leaf_weight=35 76 29 39 1075 40 20 37 67 86 37 29 43 37 23 22 26 23 41 235 304 32 38 31 365 32 47 36 26 170 20
leaf_count=35 76 29 39 1075 40 20 37 67 86 37 29 43 37 23 22 26 23 41 235 304 32 38 31 365 32 47 36 26 170 20
internal_value=0 0.000881939 0.000777048 0.00171698 0.00100095 0.00174635 0.00175453 0.00125068 0.00176526 0.000503837 0.0013764 0.0017503 0.000424083 0.000557711 0.00155104 0.00167181 0.00165596 0.00143441 0.00180021 0.00167549 0.000827044 0.0015524 0.00173117 0.00171182 0.000430512 0.000350046 0.000233764 0.000119401 0.000780855 0.00133862
internal_weight=0 691 615 2430 338 2286 2266 144 2229 277 107 2143 240 141 77 833 790 64 1310 726 231 78 422 396 102 79 99 62 199 42
internal_count=3121 691 615 2430 338 2286 2266 144 2229 277 107 2143 240 141 77 833 790 64 1310 726 231 78 422 396 102 79 99 62 199 42
is_linear=0
shrinkage=0.00177594


Tree=3013
num_leaves=31
num_cat=0
split_feature=1 1 3 124 132 2 42 15 41 1176 12 49 0 4 0 3 0 52 4 52 484 483 13 13 42 42 42 1348 132 1446
split_gain=3.73461 0.772839 0.574362 0.428979 0.303699 0.301964 0.274369 0.272459 0.497722 0.361923 0.338218 0.380244 0.399829 0.565727 0.422813 0.291816 0.262966 0.241895 0.240877 0.240434 0.337217 0.240245 0.221065 0.481172 0.774331 0.243948 0.256435 0.217232 0.216296 0.212567
threshold=0.10337500000000001 0.13210500000000003 -0.028564999999999997 -0.076779999999999987 -1.0000000180025095e-35 0.14122000000000004 -0.0060199999999999993 0.040760000000000005 0.07677500000000001 0.085295000000000024 0.091625000000000012 0.082865000000000008 -0.11173999999999999 0.061775000000000004 -0.15599999999999997 -0.047929999999999993 0.024095000000000002 0.26391000000000003 0.042705000000000007 0.11434500000000002 0.079595000000000013 -0.083344999999999989 0.054800000000000008 -0.011914999999999999 -0.080354999999999982 -0.050249999999999996 0.079510000000000011 1.0000000180025095e-35 0.089535000000000017 0.088645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 7 -1 9 15 10 11 12 13 14 -5 19 -3 28 -6 20 -9 -13 23 25 -25 -12 -27 -4 -14 -21
right_child=1 16 27 5 18 -7 -8 8 -10 -11 22 21 17 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0060133146048689844 0.0017719029729018529 0.002558843786945189 0.0035095945882685857 0.0041464425341078762 0.0066246036057300041 0.0035792376940045724 0.0027607729691009508 0.0063955773235833853 0.0099155195563504425 0.0020569347587912064 0.0082444072754429866 0.00991240792922643 0.0065610762859540017 0.0074614109019949647 -0.00098831343802376005 0.0089249866249083848 -0.00036160252628419617 0.0037317415080672894 0.0046468235527189639 0.0047230481190565655 0.010322025007969854 0.0068909440989128636 0.0064097140423477802 0.0052432358848452055 -0.0016420873326970415 0.0022280361756889405 0.005482162602395855 0.00026232601247661388 0.0035132790880235145 0.0077316265885485833
leaf_weight=39 20 197 229 45 108 41 57 830 37 22 24 26 378 30 21 39 32 33 112 130 20 244 95 35 25 25 160 20 22 25
leaf_count=39 20 197 229 45 108 41 57 830 37 22 24 26 378 30 21 39 32 33 112 130 20 244 95 35 25 25 160 20 22 25
internal_value=0 0.00358329 0.00425416 0.00603924 0.00529725 0.00612068 0.00408212 0.00616667 0.00650972 0.00585373 0.00592555 0.00626948 0.00580379 0.00405914 0.00251266 0.00638901 0.00215075 0.00619059 0.00561773 0.0062906 0.00648796 0.0071819 0.0051706 0.00473299 0.00237435 0.00541011 0.00504242 0.00324877 0.00639345 0.0052083
internal_weight=0 718 489 2403 240 2307 96 2266 1081 1185 1163 799 529 96 66 1044 229 433 220 1005 850 270 364 269 60 209 185 249 400 155
internal_count=3121 718 489 2403 240 2307 96 2266 1081 1185 1163 799 529 96 66 1044 229 433 220 1005 850 270 364 269 60 209 185 249 400 155
is_linear=0
shrinkage=0.0298806


Tree=3014
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 14 1 2 1 12 1 12 16 12 150 11 2 47 3 14 376 2 34 4 475 43 157
split_gain=85.607 10.6944 9.02051 7.85126 6.38518 3.98684 3.78815 2.96284 2.60059 2.51221 2.18993 1.38776 1.35531 1.32807 1.16797 1.04017 1.06559 0.953106 0.937115 0.922385 0.871875 0.883344 0.809551 0.854819 1.44254 1.24994 0.692669 0.645818 0.613644 0.591265
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.10060500000000001 0.13082500000000002 0.40124500000000002 0.076175000000000007 0.077845000000000011 0.14285500000000004 0.089625000000000024 0.087145000000000014 0.16540500000000002 0.087695000000000009 0.19444000000000003 0.092355000000000007 0.081835000000000019 0.077415000000000012 0.14122000000000004 0.08265500000000002 0.083060000000000009 -0.42495999999999995 0.083785000000000012 0.10803500000000001 -0.079379999999999992 -0.03898999999999999 -0.07550999999999998 -0.080324999999999994 -0.081889999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 8 13 26 11 -4 17 14 20 -3 18 29 -17 27 -1 22 21 -13 -2 24 25 -24 -5 -7 -11 -16
right_child=1 6 9 7 -6 10 -8 -9 -10 28 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018773173328163698 0.0012674861106779125 0.00057324552271750383 0.0017138816055745016 0.0019236397020605672 0.0010590415830361939 0.0018666856506855864 0.0011731039214769872 0.0010077850533733827 0.0021695210616788246 0.0011534153253254741 0.0011913944282740357 0.0010148835311522394 0.0017658832564518038 7.2596580429779118e-05 0.0015663375462392386 0.001819754155586885 0.0012823827448942547 0.0012789340020851029 0.0022986252455242046 0.00057900137117978287 0.0017800595900711244 0.0015364430112425034 0.00094012100992868237 0.00061965585098684587 0.00085123075439450153 0.0016116131645358446 0.0015759708726971742 0.0016553128468004056 0.0007888332949709002 0.0018167258289478938
leaf_weight=796 29 178 28 30 45 64 39 32 79 59 39 20 267 22 37 25 30 22 20 25 23 30 20 29 93 21 72 323 24 600
leaf_count=796 29 178 28 30 45 64 39 32 79 59 39 20 267 22 37 25 30 22 20 25 23 30 20 29 93 21 72 323 24 600
internal_value=0 0.00093869 0.00175182 0.00115225 0.0017764 0.00178999 0.000625046 0.00151812 0.00182796 0.00121597 0.00162664 0.00181336 0.00170242 0.000518174 0.00183838 0.00178028 0.00152664 0.00166814 0.00188764 0.000926327 0.00147031 0.00132782 0.000971551 0.0009189 0.000983662 0.00128406 0.00167823 0.00169027 0.00104799 0.00180218
internal_weight=0 590 2531 351 2420 2375 239 134 1927 111 448 1848 340 200 1508 692 55 409 816 217 73 50 192 163 134 41 102 387 83 637
internal_count=3121 590 2531 351 2420 2375 239 134 1927 111 448 1848 340 200 1508 692 55 409 816 217 73 50 192 163 134 41 102 387 83 637
is_linear=0
shrinkage=0.00192234


Tree=3015
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 4 1 14 0 49 3 1 4 4 1 43 10 42 4 16 0 40 157 157 15 151
split_gain=99.8368 16.924 10.5439 8.28896 5.39733 5.24572 2.97568 2.89048 2.80867 2.55061 2.46489 2.14807 2.16192 2.51476 1.87248 1.6121 1.30312 1.08988 2.49944 0.982699 0.952285 0.875243 0.980083 0.845209 0.840382 0.83235 0.807337 0.808644 0.846711 0.780736
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092365000000000017 0.17025000000000004 0.13501500000000002 0.40473500000000007 0.40945500000000007 0.09253500000000002 0.062655000000000016 -0.10474999999999998 0.0065400000000000015 0.30112000000000005 0.083345000000000016 0.0082450000000000006 -0.013125 0.093100000000000002 0.054355000000000007 -0.38124499999999995 0.086555000000000007 -0.51253999999999988 -0.079734999999999986 -0.067624999999999977 -1.0000000180025095e-35 -0.0041249999999999993 0.0036600000000000005 0.040760000000000005 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 11 9 17 -6 14 -5 12 13 15 25 -1 21 19 -19 23 -8 22 -14 -7 -24 -4 -25 28 -28 -3
right_child=1 2 6 10 8 7 20 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 18 -20 -21 -22 -23 24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0019746049510206316 0.0019946751679284593 0.001342336623580329 0.00098491065948143916 0.001825103847763255 0.0018263349436201909 0.0023563368088172737 0.00054597270265526571 0.0014012078603620514 0.0011370836236395516 0.00068241904328068435 0.0011791731437204528 0.002403264635818391 0.0025299253978439589 0.0023214491172081245 0.00061237793647549426 0.0014554725767258999 0.0017748840825974235 0.0018605743777142291 0.0012779907540287035 0.0017771175168490284 1.7338121662210704e-05 0.002007862167157494 0.0021121961395551324 0.0021729144549325749 0.0018077696593110132 0.0014206093533553924 0.001646314174617047 0.0021369445236863105 0.0019492866310690542 0.0010472488700051985
leaf_weight=35 76 40 26 34 74 24 34 48 31 132 61 62 20 26 22 60 57 293 30 86 20 499 787 62 35 43 49 50 112 193
leaf_count=35 76 40 26 34 74 24 34 48 31 132 61 62 20 26 22 60 57 293 30 86 20 499 787 62 35 43 49 50 112 193
internal_value=0 0.00113887 0.00103312 0.00196697 0.00126098 0.00198961 0.000755073 0.00185768 0.00162284 0.000853119 0.00141035 0.00205254 0.00203822 0.00179171 0.00110073 0.00164673 0.00205956 0.00188871 0.00180646 0.00195807 0.000350182 0.00207166 0.00210946 0.00201047 0.00209923 0.00125643 0.00198006 0.0019234 0.00185708 0.00109791
internal_weight=0 691 615 2430 338 2335 277 754 105 223 95 1581 1519 121 91 95 1398 706 323 383 54 1341 842 297 822 69 273 211 161 233
internal_count=3121 691 615 2430 338 2335 277 754 105 223 95 1581 1519 121 91 95 1398 706 323 383 54 1341 842 297 822 69 273 211 161 233
is_linear=0
shrinkage=0.00192234


Tree=3016
num_leaves=31
num_cat=0
split_feature=1 2 3 4 2 124 2 51 159 16 48 4 2 43 3 3 4 40 12 1 0 14 43 4 3 15 1 3 156 4
split_gain=4.03231 0.835393 0.658734 0.431291 0.365186 0.341616 0.306149 0.275533 0.327377 0.474 0.260051 0.251175 0.246792 0.253386 0.370026 0.239154 0.272273 0.232608 0.229065 0.226483 0.225131 0.221921 0.271594 0.413115 0.236524 0.225486 0.216642 0.21103 0.228152 0.216273
threshold=0.10337500000000001 0.13404500000000005 -0.028564999999999997 0.40124500000000002 -1.0000000180025095e-35 -0.076779999999999987 0.14122000000000004 0.088785000000000017 0.078675000000000009 -0.12029499999999999 0.08955500000000001 0.042705000000000007 0.10613000000000002 -0.078139999999999973 0.11658 -0.014944999999999998 0.50996500000000011 -0.012109999999999998 -0.081419999999999979 0.13743000000000002 -0.046359999999999991 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 0.094035000000000007 0.07863500000000001 0.090900000000000009 0.091335000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 15 17 21 8 9 18 -9 -2 -6 -14 -15 -4 -17 -1 -3 -12 -13 22 -7 24 -24 26 -23 -25 29 -29
right_child=1 7 4 -5 12 6 -8 10 -10 -11 19 20 13 14 -16 16 -18 -19 -20 -21 -22 25 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.0029162238032013786 0.0053136398778515226 0.0032300088600198257 0.0035676112195498128 0.0017039347627088861 0.0048193793614723594 0.0024907307840326713 0.0031112688992559509 0.005266055712373729 0.0025245400995401682 -0.0032695680088209648 0.0037946481589973663 0.0044846610880948864 0.0006941361223787144 0.0052274430790231943 0.0022795878662450779 -0.00075969164755620533 0.0022765335995526569 0.005692602109278742 -2.6022783373382204e-05 0.00034157902408065658 0.0023111707925670103 0.0057064162735680161 0.0095562156617602576 0.0052327331879944072 0.0059113600326717889 0.0048924407105016042 0.0088920650429061606 0.0051106485350682872 0.0059973894322762969 0.0022435710863382128
leaf_weight=66 114 20 25 22 51 22 41 20 50 20 21 82 27 40 71 35 36 25 37 25 44 23 20 2005 23 33 29 25 26 43
leaf_count=66 114 20 25 22 51 22 41 20 50 20 21 82 27 40 71 35 36 25 37 25 44 23 20 2005 23 33 29 25 26 43
internal_value=0 0.0030268 0.00353376 0.0051203 0.00273696 0.00515187 0.0052104 0.00164778 0.000980102 -2.27796e-05 0.00293255 0.00447995 0.00336232 0.00282384 0.00334188 0.00150579 0.000779803 0.00367897 0.00111644 0.00191798 0.00372566 0.00524867 0.00520041 0.00522824 0.00760664 0.00647727 0.00748303 0.00517951 0.00404438 0.00329764
internal_weight=0 718 525 2403 285 2381 2290 193 127 77 66 240 189 138 111 96 71 91 57 46 126 2249 2164 2142 43 85 52 2099 94 68
internal_count=3121 718 525 2403 285 2381 2290 193 127 77 66 240 189 138 111 96 71 91 57 46 126 2249 2164 2142 43 85 52 2099 94 68
is_linear=0
shrinkage=0.0245125


Tree=3017
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 2 4 1 1 1 52 40 1 1 1 2 4 52 16 0 4 52 49 3
split_gain=154.531 24.2748 13.3186 11.8589 7.91455 7.56893 5.56973 5.43449 4.93053 4.47379 4.0346 3.58313 2.35103 1.8834 1.82282 1.35647 1.31468 1.26199 1.2332 1.21798 1.19191 1.96037 1.17983 0.91257 0.887646 0.856776 0.803051 0.789872 0.772577 0.726822
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089775000000000008 -0.15289999999999995 0.122715 0.090540000000000023 0.16175000000000003 -0.56176499999999996 -0.077474999999999988 0.13075500000000004 0.12408500000000001 0.089770000000000016 0.097845000000000015 0.038415000000000012 -0.52606999999999993 -0.10850999999999998 0.18019500000000002 0.061775000000000004 -0.16675999999999999 -0.053364999999999996 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 9 26 11 -4 14 -10 23 -1 -6 -13 -3 -5 -14 22 -22 25 -2 -24 -18 -8 -11 -12 -25
right_child=1 4 10 18 15 -7 8 -9 12 27 28 16 19 -15 -16 -17 20 -19 -20 -21 21 -23 24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0066580726257633466 0.0066537458310254836 0.0052617550802618561 0.006371960026356825 0.0056103693255183957 0.0049503072718194525 0.0057707224467037277 0.0063251696725293727 0.005714823686494095 0.0060266768387603102 0.0066758262533342834 0.0057711498420363926 0.0067806504374895212 0.0054490920820285038 0.0059215542686597827 0.0064815593714679385 0.0044287939946057843 0.0065351607115050822 0.0048379693131275865 0.0051147998063691986 0.0050842828171414845 0.0057831828360124559 0.0064462880653417612 0.0064690440342774335 0.0060383909800638715 0.0062238221007977212 0.0061456908264773775 0.00586949694661687 0.0070957258481310634 0.0053606320510443881 0.0064439558979356654
leaf_weight=1081 45 47 34 60 90 41 23 25 20 20 34 45 122 29 245 21 538 49 24 42 23 45 110 22 93 20 31 65 29 48
leaf_count=1081 45 47 34 60 90 41 23 25 20 20 34 45 122 29 245 21 538 49 24 42 23 45 110 22 93 20 31 65 29 48
internal_value=0 0.00553026 0.00652997 0.00602051 0.00527908 0.00655765 0.00542113 0.00657162 0.00557267 0.00658099 0.00585901 0.00656492 0.0054286 0.00634235 0.00662546 0.00485164 0.00647307 0.00504545 0.00546878 0.00535567 0.00645638 0.006222 0.00647732 0.00644846 0.0063567 0.0065212 0.00606358 0.00699693 0.00558218 0.00631649
internal_weight=0 673 2448 228 445 2351 334 2310 238 2285 97 2200 184 144 1326 111 874 96 84 164 829 68 761 115 203 558 54 85 63 70
internal_count=3121 673 2448 228 445 2351 334 2310 238 2285 97 2200 184 144 1326 111 874 96 84 164 829 68 761 115 203 558 54 85 63 70
is_linear=0
shrinkage=0.00184769


Tree=3018
num_leaves=31
num_cat=0
split_feature=1 4 148 3 124 2 2 132 14 49 42 3 52 4 0 48 40 43 43 123 43 474 0 4 0 49 0 4 0 43
split_gain=3.95719 0.817981 0.493961 0.449737 0.400676 0.363458 0.284127 0.285023 0.277133 0.275347 0.275314 0.262498 0.260036 0.254578 0.295659 0.409257 0.27582 0.227992 0.347114 0.397387 0.216783 0.212972 0.206384 0.635209 0.547066 0.336647 0.343396 0.274926 0.293404 0.243096
threshold=0.10337500000000001 0.27287000000000006 -1.0000000180025095e-35 -0.03694999999999999 -0.076779999999999987 0.25063000000000007 0.10527500000000002 0.10240500000000001 0.062655000000000016 0.13173000000000004 -0.0060199999999999993 -0.13309499999999996 0.12418000000000001 -0.39518999999999993 -0.070499999999999993 0.10990500000000002 -0.0036699999999999992 0.10366000000000002 -0.072864999999999985 0.086935000000000026 -0.080324999999999994 0.037915000000000011 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 -0.007794999999999999 -0.15202999999999997 0.022185000000000003 -0.097734999999999989 -0.51144999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 11 8 9 22 21 -1 -3 17 -5 15 16 -15 18 19 -13 -12 -8 23 24 -6 -25 -27 28 -24 -30
right_child=1 5 3 13 6 -7 7 -9 -10 -11 20 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 27 25 -26 26 -28 -29 29 -31
leaf_value=0.0056203879594374263 0.0016524106474766649 0.0042764590481355431 0.0054044014883772133 0.0062397175013065923 0.0047871891891089037 0.00013285683994741218 0.0051905026466270909 0.0025722491826118796 0.0070333893689975098 0.002767233058745181 0.004217774385786994 -0.0012126927027335812 0.0045890792861201504 0.005033961980788244 0.0022749933214437621 0.0066045361062178334 0.0023557093955063617 0.0002386958950244531 0.0033183110607105464 0.0027669106640993823 0.0013225908551058535 0.0073927482170875114 0.0077734920225845964 0.0039659164859892305 0.00033966915185381936 0.0093856649952862546 0.005793812559658826 0.0047186732036275684 0.0034215222049081015 0.005818323417305927
leaf_weight=39 32 67 178 20 37 24 227 23 82 22 36 22 31 33 61 28 49 23 119 31 21 25 39 26 23 21 39 122 22 1599
leaf_count=39 32 67 178 20 37 24 227 23 82 22 36 22 31 33 61 28 49 23 119 31 21 25 39 26 23 21 39 122 22 1599
internal_value=0 0.00367179 0.00435139 0.00458545 0.00558776 0.0028121 0.00564741 0.00499362 0.00574401 0.00519687 0.00415426 0.00303156 0.0026625 0.00382223 0.00353949 0.0042407 0.00343354 0.00235623 0.00263938 0.001115 0.00315113 0.00540898 0.00568917 0.00487062 0.00308231 0.00611827 0.00705096 0.00575624 0.00583249 0.00578579
internal_weight=0 718 401 369 2403 317 2307 297 2010 274 96 293 226 191 171 110 82 195 172 53 57 252 1928 146 60 86 60 1782 1660 1621
internal_count=3121 718 401 369 2403 317 2307 297 2010 274 96 293 226 191 171 110 82 195 172 53 57 252 1928 146 60 86 60 1782 1660 1621
is_linear=0
shrinkage=0.0226458


Tree=3019
num_leaves=31
num_cat=0
split_feature=1 52 3 52 0 51 45 39 48 3 14 16 12 2 47 13 3 132 2 1 394 0 12 16 1185 160 4 43 4 1211
split_gain=3.20871 0.810607 0.529354 0.358111 0.340268 0.297643 0.289887 0.263889 0.253453 0.319285 0.285893 0.350549 0.421786 0.365114 0.26972 0.349682 0.256967 0.246515 0.250115 0.245025 0.506046 0.35981 0.328987 0.326158 0.322118 0.31916 0.28244 0.596857 0.278624 0.264298
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.19022000000000003 0.22582000000000002 -0.41904999999999998 0.081955000000000014 -0.04725999999999999 0.14174500000000004 0.076840000000000006 -0.47071999999999997 -0.50992999999999988 0.11903500000000002 0.11411 0.078345000000000012 0.10935500000000002 -0.0096849999999999974 0.10365500000000001 0.15950500000000004 0.086920000000000011 -0.079949999999999979 -0.095504999999999993 0.087695000000000009 -0.083539999999999989 0.086265000000000022 0.050340000000000003 -0.15764999999999998 -0.032879999999999993 0.00063500000000000004 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 -3 7 -1 9 10 -7 13 14 -12 15 16 -13 18 -4 22 -21 25 29 -23 26 -22 27 -24 -27 -9
right_child=1 2 17 -5 -6 8 -8 19 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0039069794563313829 0.0074949572091222039 0.0082617974923943922 0.0025391098764080554 0.0070268508208461882 0.0030103220167067759 0.0076036247499611286 0.010942316073900999 0.0077743749144724324 0.0016360027681454452 0.0060458223958383484 0.0092496982752246926 0.0037530390909518521 0.0066588118465988541 0.0038712573129312615 0.0054072570202165788 -0.0017278756298572376 0.0011666654372182741 0.0047945010250214706 -0.0015237061307617425 0.0017065056926818117 0.0036721611093668725 0.009285498811945965 0.00024519184930431407 0.0068447093847439295 0.010143005386738858 0.010082410108919995 0.0070186103104217532 0.0078849674936103988 0.004748239684987058 0.01077081089143397
leaf_weight=25 102 21 51 66 20 22 22 817 34 110 23 108 34 31 35 20 64 29 23 21 62 70 20 315 33 20 847 23 21 32
leaf_count=25 102 21 51 66 20 22 22 817 34 110 23 108 34 31 35 20 64 29 23 21 62 70 20 315 33 20 847 23 21 32
internal_value=0 0.00480858 0.00440022 0.00478707 0.00721108 0.0044926 0.00724717 0.00721192 0.00432804 0.0045328 0.00403894 0.00378998 0.0032992 0.00616207 0.002796 0.00231999 0.00279067 0.00226689 0.00127634 0.00724814 0.00662267 0.00683423 0.0074278 0.00728849 0.00700514 0.00513626 0.00688879 0.00433158 0.00735027 0.00788731
internal_weight=0 773 671 568 2348 502 2328 2306 481 447 337 315 261 54 227 192 172 103 74 2281 509 488 1772 385 923 103 890 43 41 849
internal_count=3121 773 671 568 2348 502 2328 2306 481 447 337 315 261 54 227 192 172 103 74 2281 509 488 1772 385 923 103 890 43 41 849
is_linear=0
shrinkage=0.0323437


Tree=3020
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 1 2 2 0 1 2 3 1447 3 1427 151 47 52 4 16 1429 12 156 133 133 43
split_gain=120.873 20.5211 12.2335 10.2117 6.58869 5.66179 3.6759 3.54226 3.13291 3.03273 2.66124 2.65917 2.12036 1.78259 1.62769 1.62606 1.2135 0.866548 0.789452 0.777957 0.84607 0.750529 0.756407 1.35912 0.958522 0.746466 0.7264 0.90054 0.811335 1.29038
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089775000000000008 0.13501500000000002 0.27287000000000006 0.062655000000000016 0.092845000000000025 0.11474000000000002 0.14285500000000004 -0.23091999999999999 0.085760000000000017 0.25063000000000007 -0.10831999999999999 -0.082869999999999985 -0.11255999999999998 1.0000000180025095e-35 -0.088784999999999989 0.090100000000000013 0.40674500000000008 -0.39518999999999993 0.013515000000000001 0.083810000000000009 -1.0000000180025095e-35 0.083310000000000009 0.017095000000000003 -0.0084449999999999994 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 8 12 11 13 -5 -6 25 -7 21 17 -15 -14 -9 26 -3 -21 22 -1 -24 -25 -4 27 28 -18 -30
right_child=1 2 7 9 10 6 -8 14 -10 -11 -12 -13 16 15 -16 -17 18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0022808567139592597 0.0018582546678216005 0.0011519246844086436 0.00082847211949731354 0.0016519001486129177 0.0016255132748981421 0.0012607979021165088 0.001256044749415985 0.00083713690001728503 0.0023346140543033969 0.00098816755468457461 0.00093873296762634327 0.00049375768306307469 0.0020939521088271071 0.0013342290275218278 -5.223230495119873e-05 0.0018393808243477169 0.0017535619838038193 0.00043271890489263675 0.0021177034450242998 0.00083133267443898486 0.0012087323459452676 0.0016390100691004536 0.0019754946375937785 0.0018512113584339758 0.0013712002249870855 0.0012419415525242402 0.001896013955262658 0.0018065667758696562 0.0016453459480914765 0.0011724834298029573
leaf_weight=24 76 40 23 37 81 26 48 20 59 58 24 42 40 22 21 422 198 133 21 171 22 24 775 43 20 38 114 341 136 22
leaf_count=24 76 40 23 37 81 26 48 20 59 58 24 42 40 22 21 422 198 133 21 171 22 24 775 43 20 38 114 341 136 22
internal_value=0 0.000970238 0.000860499 0.00182885 0.00109178 0.00185254 0.00174445 0.000578281 0.00192615 0.00124667 0.00146853 0.000844529 0.00177056 0.00190803 0.000420675 0.00181435 0.00178576 0.000485584 0.00177094 0.000922004 0.000874352 0.00195498 0.00196378 0.0019547 0.00169883 0.00108604 0.00176196 0.00174004 0.00167631 0.0015795
internal_weight=0 691 615 2430 338 2335 946 277 1389 95 105 103 898 1330 174 444 872 153 832 233 193 886 862 838 63 61 811 697 356 158
internal_count=3121 691 615 2430 338 2335 946 277 1389 95 105 103 898 1330 174 444 872 153 832 233 193 886 862 838 63 61 811 697 356 158
is_linear=0
shrinkage=0.00181146


Tree=3021
num_leaves=31
num_cat=0
split_feature=1 1 3 12 150 39 2 2 0 403 12 15 3 2 156 15 0 49 0 484 47 403 51 16 34 2 4 0 14 159
split_gain=3.16085 0.555432 0.47405 0.427685 0.416648 0.392624 0.325451 0.310816 0.569547 0.276139 0.26644 0.247114 0.239457 0.279718 0.234073 0.235028 0.38262 0.239717 0.222018 0.218821 0.251024 0.265147 0.22691 0.229899 0.207123 0.347429 0.204181 0.50808 0.20273 0.271532
threshold=0.11146500000000002 0.091195000000000012 0.31534000000000006 -0.010834999999999999 1.0000000180025095e-35 0.088025000000000006 1.0000000180025095e-35 0.10644500000000001 0.034820000000000011 -0.44023999999999991 -0.42850999999999995 -0.042209999999999991 -0.083654999999999993 0.10402500000000002 0.10272000000000002 -0.0088349999999999974 -0.060129999999999996 -0.058769999999999996 -0.076899999999999982 0.062030000000000009 0.09364500000000002 -0.071919999999999984 -0.17684999999999998 -0.085254999999999984 -0.038779999999999995 0.11144000000000001 -0.050494999999999991 -0.077999999999999986 0.062655000000000016 0.13685500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -3 9 6 11 28 18 -5 -4 -2 -6 -14 15 16 17 -8 -9 20 21 -11 -23 -24 -7 -26 27 -25 29 -1
right_child=2 3 10 4 12 24 14 8 -10 19 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0056998226216330048 0.0046899660316658447 0.0033764536519198985 0.0033243915101536714 0.0026707149337593639 0.0015325639609858983 0.00090405181270166118 0.001817171099721495 0.003484597580890602 0.0013902894817996142 0.0090904043266245432 0.00039510341172531476 0.0078339416899101347 0.0066118128981826636 0.0027080136836754687 0.0058358547699908841 0.00058700683012330142 0.00033208839445376948 0.0049052003167587132 0.0056463247691350702 0.0033823472933180577 0.0043331214402758545 0.0085549300960111076 0.0078383849329838832 0.001027033325736658 0.0054456520178225078 0.002201829472374771 0.0067726327133371721 0.0055163470941139358 0.0070759909237945113 0.0086760522476972638
leaf_weight=1693 87 120 34 22 29 39 22 39 29 20 55 21 23 27 24 22 21 75 183 26 59 21 30 20 31 80 52 116 80 21
leaf_count=1693 87 120 34 22 29 39 22 39 29 20 55 21 23 27 24 22 21 75 183 26 59 21 30 20 31 80 52 116 80 21
internal_value=0 0.00547661 0.0032394 0.00475466 0.00512632 0.00360326 0.00419249 0.00567607 0.00481871 0.00549611 0.00151416 0.00530129 0.00341307 0.00450376 0.00346229 0.0030554 0.00351561 0.00420482 0.00526656 0.00567681 0.00586441 0.00621323 0.00597246 0.00572369 0.0025348 0.00310776 0.00538624 0.00485615 0.00579603 0.00573629
internal_weight=0 2610 511 565 445 422 272 2045 251 366 89 108 79 50 164 140 118 97 222 344 318 259 239 218 150 111 188 136 1794 1714
internal_count=3121 2610 511 565 445 422 272 2045 251 366 89 108 79 50 164 140 118 97 222 344 318 259 239 218 150 111 188 136 1794 1714
is_linear=0
shrinkage=0.0260129


Tree=3022
num_leaves=31
num_cat=0
split_feature=1 1 457 49 124 16 0 48 2 16 2 1429 1 1446 156 47 159 13 1 13 12 1 151 13 0 49 39 13 42 52
split_gain=2.59295 0.615243 0.405215 0.423584 0.551942 0.330478 0.342875 0.323182 0.308985 0.258781 0.258555 0.51504 0.400809 0.242443 0.236522 0.227506 0.239197 0.298283 0.277769 0.223282 0.292906 0.229561 0.205302 0.418431 0.268574 0.209215 0.230162 0.235511 0.202643 0.196181
threshold=0.11690500000000002 0.091195000000000012 0.079590000000000008 -0.15302999999999997 -0.081719999999999987 0.058835000000000005 0.024095000000000002 -0.065739999999999979 0.13754500000000003 -0.0092699999999999987 0.08647500000000001 0.084545000000000009 0.08864000000000001 0.11483500000000001 -0.031569999999999994 0.11227500000000001 0.089030000000000012 -1.0000000180025095e-35 0.091900000000000023 -1.0000000180025095e-35 -0.081419999999999979 0.12456000000000002 -0.085489999999999997 -0.086254999999999984 -0.087519999999999987 0.12497000000000001 0.10076500000000001 0.26746000000000009 0.086665000000000006 -0.53299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -5 6 7 -2 -7 -4 11 -1 13 14 29 16 18 -18 -6 20 -9 -22 23 -16 -25 26 27 -24 -23 -12
right_child=5 2 9 4 15 8 -8 19 -10 -11 12 -13 -14 -15 22 -17 17 -19 -20 -21 21 28 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0064486111280258954 -0.00065158977796633095 0.0087975105156570758 0.0039987191632639557 0.0024431806888581577 0.0029703692813766811 0.0053835734436987331 -0.00011473739284696571 0.0038928743187970228 0.0013682625277965485 0.00060464317600383171 0.0094661250740685921 0.0020000550403211689 0.0019385817256299027 0.0025771703057251407 0.010001907365444249 0.0031869458673505235 0.0016516824680459469 0.0059014987058093778 0.0060108767123721075 0.0047365713504295744 0.0038539188316441303 0.0016895833150886626 0.0055930086703736975 0.0089221810078521212 0.0050251137978219148 0.0034349621295026826 0.0027565674696344929 0.0088692179635025854 -0.0019678746995232198 0.0062549510767690823
leaf_weight=731 21 27 78 68 29 77 39 84 22 27 26 24 26 22 28 41 30 29 358 63 24 38 957 20 75 42 25 20 21 49
leaf_count=731 21 27 78 68 29 77 39 84 22 27 26 24 26 22 28 41 30 29 358 63 24 38 957 20 75 42 25 20 21 49
internal_value=0 0.00560812 0.00483448 0.00514272 0.00496492 0.00300066 0.00249179 0.00289679 0.00449128 0.00312596 0.00586802 0.0063072 0.00561098 0.00568652 0.0057416 0.00531703 0.00551284 0.00374058 0.00578304 0.00322078 0.00264895 0.00139003 0.00563707 0.00679171 0.00584555 0.00550103 0.00558763 0.00566008 0.000387776 0.00736816
internal_weight=0 2732 687 582 555 389 290 251 99 105 2045 755 1290 1264 1242 487 446 59 387 230 167 83 1167 123 95 1044 1002 977 59 75
internal_count=3121 2732 687 582 555 389 290 251 99 105 2045 755 1290 1264 1242 487 446 59 387 230 167 83 1167 123 95 1044 1002 977 59 75
is_linear=0
shrinkage=0.0298806


Tree=3023
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 4 0 49 4 1 12 4 3 3 150 15 10 51 4 0 12 12 13
split_gain=102.718 16.591 9.59262 7.94676 5.81419 4.86527 3.6995 3.13127 2.8206 2.47949 2.19703 1.94269 1.68898 1.54627 2.284 1.69613 1.56352 1.10016 1.1286 1.17622 1.01919 0.871745 0.846892 1.23405 0.820394 0.788778 0.876979 0.954399 0.783066 0.748128
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.10882500000000002 0.092845000000000025 0.14122000000000004 0.14838000000000004 0.27834500000000006 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 -0.0063699999999999989 1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.11144500000000002 0.022185000000000003 0.14486500000000005 0.092200000000000018 0.10061500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 13 11 28 -5 21 12 -4 14 16 17 -1 18 -15 -20 -18 25 -13 -24 -19 26 27 -7 -6 -14
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 22 29 15 -16 -17 20 24 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018986325021480312 0.0019015655820726477 0.0010130311047444529 0.0010823499943387169 0.0017412136950954221 0.0019072561220028752 0.0021176288244940137 0.0023560696524818877 0.0012185110903600263 0.0010304710026746208 0.0011168217403672628 0.0013194199014068184 0.00064586354233498052 0.00055263408354685193 0.0024558015750267073 0.0021764099985157226 0.0017300494611029007 0.0010979528517177778 0.0019413017574612377 0.0015730918355301659 0.0020258205766065262 0.0015985719260576954 0.0014224636524087092 0.00055804779575278939 -1.8034421847034623e-05 0.0017088588761147913 0.0016839069092986021 0.0015088389696800409 0.0018286560616082705 0.0015317141220420282 0.00091126122446906878
leaf_weight=48 76 231 41 37 41 55 79 37 28 58 41 31 88 21 36 110 20 769 21 694 52 23 25 28 58 131 22 155 38 27
leaf_count=48 76 231 41 37 41 55 79 37 28 58 41 31 88 21 36 110 20 769 21 694 52 23 25 28 58 131 22 155 38 27
internal_value=0 0.00107084 0.000968181 0.00189433 0.00118126 0.00191607 0.00195676 0.000708177 0.00154445 0.00136001 0.00173422 0.000629501 0.000753924 0.00193952 0.00176006 0.00195625 0.00163516 0.00197217 0.00202517 0.00201252 0.00145951 0.00177828 0.000398429 0.000253702 0.001925 0.00180082 0.00186684 0.00190434 0.00172662 0.000636833
internal_weight=0 691 615 2430 338 2335 1908 277 107 95 427 240 156 1829 156 1673 120 1563 736 715 72 386 84 53 827 363 232 210 79 115
internal_count=3121 691 615 2430 338 2335 1908 277 107 95 427 240 156 1829 156 1673 120 1563 736 715 72 386 84 53 827 363 232 210 79 115
is_linear=0
shrinkage=0.00188464


Tree=3024
num_leaves=31
num_cat=0
split_feature=1 4 155 4 150 0 2 45 15 11 393 14 1444 3 4 15 1210 475 42 133 151 1372 376 0 52 12 15 12 12 12
split_gain=2.55253 0.594123 0.340172 0.333859 0.330407 0.407132 0.310851 0.259118 0.283032 0.439999 0.38763 0.372077 0.304593 0.269577 0.344937 0.412338 0.266553 0.269954 0.233553 0.215257 0.387693 0.214001 0.207213 0.288472 0.246719 0.30498 0.202015 0.227766 0.246463 0.319847
threshold=0.10337500000000001 0.26790000000000008 0.10158500000000002 0.40124500000000002 0.092390000000000014 -0.019414999999999998 0.25063000000000007 0.081955000000000014 0.040760000000000005 1.0000000180025095e-35 0.086030000000000009 0.078320000000000015 -0.082174999999999984 0.090900000000000009 -0.46376499999999993 -0.03241999999999999 -0.0084249999999999985 -0.085684999999999997 0.11649000000000002 0.087575000000000014 -0.085134999999999975 -0.065504999999999994 0.080200000000000007 -0.13843999999999998 -0.046924999999999988 0.096295000000000019 0.13592500000000005 0.078300000000000008 0.082850000000000021 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 22 -3 8 10 26 12 -11 -1 16 -15 -16 -14 19 21 20 -18 -19 23 -2 -25 -26 27 -10 -29 -30
right_child=1 6 -4 -5 -6 -7 -8 -9 9 11 -12 -13 13 14 15 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0015412635744121287 0.002801415971844785 0.0024645025911000881 0.0054663528134544295 0.0016588687410595438 0.0016982817966631877 0.0013605098972911147 -0.00055251992848868634 0.0073470183613398464 0.0073550197038997614 0.0099569263377421845 0.0013133638828772231 0.0057067378075722009 0.0024919260111712083 0.0050167344586601369 0.0038524927958332382 -0.00083986612820318135 0.0092295217835892829 0.0022594811209394714 0.0024579105038114312 0.0039167705644793651 0.0055498098523282993 0.0048053785030121501 0.0021945189128515816 0.0038511709584032792 0.0072712110996064191 0.0042350114944880541 0.0034141435989958101 0.0024280776949214536 0.0079515893405808537 0.0049695314169953151
leaf_weight=21 51 298 61 22 61 39 24 26 27 21 24 37 33 42 29 21 25 22 30 27 73 898 30 67 48 39 52 24 24 925
leaf_count=21 51 298 61 22 61 39 24 26 27 21 24 37 33 42 29 21 25 22 30 27 73 898 30 67 48 39 52 24 24 925
internal_value=0 0.00305318 0.0037147 0.00478611 0.00339575 0.00377365 0.00223963 0.00481501 0.00478705 0.00508315 0.00452306 0.0072456 0.00458615 0.00463944 0.00331291 0.0018817 0.00474958 0.00481889 0.00467229 0.00593302 0.00648851 0.0047445 0.00417413 0.00446383 0.00501436 0.00591016 0.00496393 0.00504451 0.0049804 0.00504495
internal_weight=0 718 396 2403 335 274 322 2381 2355 1110 1245 58 1221 1200 92 50 1108 1075 950 125 98 920 235 205 154 87 1052 1000 973 949
internal_count=3121 718 396 2403 335 274 322 2381 2355 1110 1245 58 1221 1200 92 50 1108 1075 950 125 98 920 235 205 154 87 1052 1000 973 949
is_linear=0
shrinkage=0.0255028


Tree=3025
num_leaves=31
num_cat=0
split_feature=1 1 150 1 2 4 10 2 10 4 12 40 149 43 1 0 4 49 147 15 13 48 160 1446 51 4 0 160 13 3
split_gain=2.11682 0.581897 0.394307 0.28191 0.238363 0.403556 0.231458 0.267467 0.449641 0.243 0.220998 0.215782 0.237206 0.222702 0.361315 0.2118 0.20878 0.207495 0.200573 0.220439 0.24701 0.219184 0.32222 0.310178 0.187354 0.183995 0.540317 0.183155 0.216922 0.222767
threshold=0.12000500000000001 0.094385000000000011 1.0000000180025095e-35 0.16773500000000005 0.10774000000000002 -0.07168999999999999 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.51164000000000009 -0.085119999999999987 -0.084709999999999994 0.077335000000000015 -0.016814999999999997 0.10508500000000001 -0.076899999999999982 -0.059649999999999988 0.036705000000000008 0.089365000000000014 -0.15914499999999995 -0.013304999999999999 0.088735000000000022 -0.23686999999999997 0.111445 -0.20636999999999997 -0.17966999999999997 -0.06563999999999999 0.055845000000000006 -0.086804999999999979 -0.084524999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 6 18 -6 7 8 -2 -8 17 -4 13 -13 -15 -7 -9 -3 19 20 -1 23 -23 25 -12 -21 27 -27 -29 -30
right_child=3 2 11 -5 5 15 9 16 -10 -11 24 12 -14 14 -16 -17 -18 -19 -20 21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0078288582268101672 0.0013053236506100053 0.0036183335729829277 0.00055208547039269616 -0.00069437151296410115 0.00055060981669040386 0.0021554917698633691 -0.0015612146812660392 0.0039462470909939268 0.0051337265771626145 0.0022824623990542635 0.0059214041130166081 0.0038272658162521612 0.0054447052481129488 -0.001259810533573849 0.0027148723167330292 0.0043217556477082742 0.0015874078457947798 0.00054930623835559595 0.0023987513217922736 0.0056504212433784833 0.0045822840752629658 0.00086355154953286046 0.0040286398531172388 0.0070705283750781747 0.0039369216876048397 0.0043925005144149903 0.0010987245040454156 0.0066603891156252568 0.0032620992530079064 0.0054205554520740948
leaf_weight=27 32 38 32 23 25 35 20 29 53 23 34 46 20 21 51 182 154 23 30 85 35 24 163 31 344 1317 31 51 46 96
leaf_count=27 32 38 32 23 25 35 20 29 53 23 34 46 20 21 51 182 154 23 30 85 35 24 163 31 344 1317 31 51 46 96
internal_value=0 0.00417862 0.00348174 0.00203012 0.00437348 0.00361887 0.00223161 0.0025103 0.00369245 0.000494706 0.00388556 0.00243893 0.00287646 0.00244116 0.00155559 0.00397236 0.00196121 0.00246116 0.00446781 0.00450038 0.00599611 0.00445009 0.00362243 0.00454349 0.00411542 0.00449531 0.0044316 0.00450002 0.00523373 0.00472134
internal_weight=0 2787 609 334 2178 242 311 268 85 43 439 170 138 118 72 217 183 61 1936 1906 62 1844 187 1657 378 1626 1541 1510 193 142
internal_count=3121 2787 609 334 2178 242 311 268 85 43 439 170 138 118 72 217 183 61 1936 1906 62 1844 187 1657 378 1626 1541 1510 193 142
is_linear=0
shrinkage=0.0255028


Tree=3026
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 4 2 1 47 1 47 16 14 1 457 391 11 1 3 13 12 11 131 51 2 1 4 159
split_gain=97.15 16.202 8.93095 8.64132 6.66411 4.61088 3.45724 3.24195 2.90917 2.74165 1.67896 1.58035 1.37418 1.83114 1.27221 1.11232 1.03364 1.01051 1.19212 0.895564 0.823188 1.63601 0.8504 0.798381 0.729857 0.697068 0.674807 0.668825 0.656688 0.626059
threshold=0.10508500000000001 -0.40967499999999996 1.0000000180025095e-35 0.13604000000000002 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089775000000000008 0.077845000000000011 0.13148500000000005 0.090540000000000023 0.090100000000000013 -0.105305 0.062655000000000016 0.16540500000000002 0.097575000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.11669000000000002 -0.11171999999999999 0.14871000000000004 0.095780000000000018 0.082485000000000017 0.09031500000000002 -0.085989999999999997 -1.0000000180025095e-35 0.11588000000000001 0.022185000000000003 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 5 4 12 6 8 27 11 -4 15 14 19 -14 -1 -5 17 -10 20 25 21 -19 29 -20 -2 -3 -13 -6 -24 -22
right_child=1 3 9 10 7 -7 -8 -9 16 -11 -12 26 13 -15 -16 -17 -18 18 23 -21 22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019717605796185696 0.0020345351197331826 0.0007496694885001184 0.0018104573377687786 0.00070185507525103775 0.0018639690821676141 0.0013559525367575118 0.0012438073048849688 0.001089630197506889 0.0014527688159600555 0.0011644804609966548 0.0011778945758282313 0.0015327809616891078 0.0010370297532608036 0.0016747403440499722 0.0022343167197219731 0.00027921381944919079 0.0014393097744713631 0.0013187592937071631 0.002307707683816993 0.00083626013958082923 0.0018592479787849074 0.0019368775457138689 0.0018154945827072732 0.0019345147260623281 0.0016613517955876725 0.0010993796018225201 0.0018591944394509966 0.0015524489424517769 0.0016187445486221049 0.0020286669740474409
leaf_weight=1081 47 20 28 133 39 48 24 39 20 69 20 21 39 21 59 22 20 27 25 97 360 25 211 57 24 127 224 45 68 81
leaf_count=1081 47 20 28 133 39 48 24 39 20 69 20 21 39 21 59 22 20 27 25 97 360 25 211 57 24 127 224 45 68 81
internal_value=0 0.00112175 0.00186869 0.00102898 0.00116252 0.00189005 0.00190118 0.00150448 0.0019081 0.00135095 0.000703128 0.00195808 0.00102416 0.00126023 0.00198535 0.000641867 0.00183068 0.00183963 0.00184869 0.000966114 0.00182749 0.00161593 0.00184277 0.00204829 0.00190839 0.0010518 0.00183122 0.00169708 0.00176754 0.00189037
internal_weight=0 673 2448 602 427 2351 2303 123 2279 97 175 1385 304 60 1140 155 894 874 854 244 772 52 720 82 71 147 245 84 279 441
internal_count=3121 673 2448 602 427 2351 2303 123 2279 97 175 1385 304 60 1140 155 894 874 854 244 772 52 720 82 71 147 245 84 279 441
is_linear=0
shrinkage=0.00174112


Tree=3027
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 14 47 0 15 1 4 0 47 1 151 14 42 52 0 16 3 3 4 0 13 4
split_gain=79.7795 13.9357 8.68716 6.78798 4.43113 4.41738 2.34867 2.2966 2.26864 2.20484 2.14608 1.84093 2.6973 1.62206 1.1713 1.03182 0.904694 0.893878 0.849753 0.792389 0.790681 0.788271 0.902733 1.27523 0.780172 0.773994 0.667854 1.03867 0.620568 0.661977
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.13082500000000002 -0.10474999999999998 -0.11713499999999999 0.15471500000000002 0.0082450000000000006 -0.23091999999999999 0.090100000000000013 0.083345000000000016 -0.088784999999999989 0.076175000000000007 0.086555000000000007 -0.56176499999999996 0.051010000000000007 0.15273500000000004 0.084940000000000015 0.42240500000000009 -0.51253999999999988 -0.067624999999999977 -0.07743499999999999 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 9 15 -6 -5 11 13 12 -1 -4 20 -7 18 -14 -3 21 26 -17 28 -24 -19 -15 -13 -28 -23 -30
right_child=1 2 10 8 7 6 -8 -9 -10 -11 -12 14 17 25 -16 19 -18 24 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0019948824274519323 0.001707629607962314 0.0011819473499048952 0.00065554513018953472 0.0015736968509979508 0.0015626745864942512 0.0012081263745083431 0.0011581522333362544 0.00097536122215306678 0.00098975508886827682 0.0020825486561468227 0.0010536753175848671 0.0021240079739155652 0.0015993886333710485 0.00048999653559217632 0.0014957091561768538 0.0018620894800445448 0.0012189585635544993 0.00093300560035251801 0.00084660114165604344 0.0019621919283499619 0.0017056237219647782 0.0017016622437834427 0.0010055138296203052 0.0015634449534950015 0.0013792288597150168 7.4896365757035672e-06 0.0018025880584833091 0.0014836504862304268 0.0016491125129096283 0.0015030681696604283
leaf_weight=29 76 29 196 34 74 21 41 31 61 62 37 20 32 24 56 37 33 20 171 21 494 177 20 41 36 20 785 35 196 212
leaf_count=29 76 29 196 34 74 21 41 31 61 62 37 20 32 24 56 37 33 20 171 21 494 177 20 41 36 20 785 35 196 212
internal_value=0 0.000975843 0.000885411 0.0016734 0.00108031 0.00169271 0.00157995 0.00138928 0.00119874 0.00174776 0.00064759 0.00173399 0.00151576 0.000584986 0.00175236 0.0016038 0.000941077 0.00135787 0.000895226 0.0016156 0.00176313 0.00160495 0.00159022 0.00138052 0.00121986 0.000270675 0.00179695 0.00178897 0.00161209 0.00157323
internal_weight=0 691 615 2430 338 2335 766 105 95 1569 277 1507 117 240 1390 725 233 88 200 704 1334 683 646 61 56 44 840 820 585 408
internal_count=3121 691 615 2430 338 2335 766 105 95 1569 277 1507 117 240 1390 725 233 88 200 704 1334 683 646 61 56 44 840 820 585 408
is_linear=0
shrinkage=0.00181146


Tree=3028
num_leaves=31
num_cat=0
split_feature=1 1 4 4 457 2 132 3 14 16 151 2 11 14 157 9 49 1 3 15 12 52 13 4 4 12 3 133 403 403
split_gain=2.49788 0.555621 0.363587 0.299495 0.270388 0.264014 0.265836 0.264233 0.253318 0.382798 0.328509 0.251551 0.25422 0.249962 0.21936 0.216421 0.206455 0.207939 0.383959 0.68493 0.267208 0.345343 0.359928 0.338634 0.564034 0.335473 0.239493 0.228631 0.317605 0.215955
threshold=0.10337500000000001 0.13707500000000003 0.26790000000000008 0.40124500000000002 0.079590000000000008 0.14122000000000004 0.078465000000000021 0.30112000000000005 -0.47013499999999991 -0.42170999999999997 0.050660000000000004 0.092235000000000025 0.080455000000000013 -1.0000000180025095e-35 -0.41266499999999995 -1.0000000180025095e-35 0.11560500000000001 0.076935000000000017 -0.11171999999999999 1.0000000180025095e-35 0.09320500000000001 0.088555000000000009 -0.011289999999999998 -0.082769999999999982 -0.081839999999999982 0.10061500000000002 -0.10519499999999998 -0.14757499999999998 0.047855000000000002 0.017340000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 11 5 6 7 15 -4 10 -10 12 16 -11 -13 -2 17 20 19 -19 21 26 23 -23 -25 -22 -1 28 -28 -29
right_child=1 -3 8 -5 -6 -7 -8 -9 9 13 -12 14 -14 -15 -16 -17 -18 18 -20 -21 25 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0083652882253621771 0.0028284236843924846 0.001840343264514958 0.0057266570190243841 0.0019049742068021325 0.0022535381141204599 0.0014388671132042627 0.0016699983983274923 0.0026389383124588938 0.0027012464924735286 0.0019159390553119475 0.0067717462551946384 0.0076696830382545671 0.0080201437948998946 -0.0022113890502165182 0.0048255313482235282 0.0058260215500741648 0.0031668515701459236 -0.0015281875950132454 0.0053172582666524441 0.0058843641718052857 0.0098242871945848041 0.0080763844816872932 0.0024584380808152164 0.00026394413997039482 0.0054586507969138064 0.0056394840704072201 0.010638661739884325 0.0058776613729686891 0.0058400309845832374 0.003765707037245495
leaf_weight=35 23 164 23 22 45 20 20 31 114 34 20 24 35 20 767 204 32 20 519 23 31 31 49 21 123 35 20 542 29 45
leaf_count=35 23 164 23 22 45 20 20 31 114 34 20 24 35 20 767 204 32 20 519 23 31 31 49 21 123 35 20 542 29 45
internal_value=0 0.00333813 0.00378152 0.0053073 0.00437013 0.00468975 0.00492363 0.00517585 0.00282466 0.00246963 0.00330878 0.00533873 0.00555111 0.000387299 0.00491183 0.0055223 0.00549554 0.00554447 0.00509686 0.00243667 0.00580623 0.00567358 0.00467763 0.005299 0.00470109 0.00760507 0.00600606 0.00587623 0.00779866 0.00571576
internal_weight=0 718 554 2403 343 298 278 258 211 188 134 2381 1590 54 791 227 1555 1523 562 43 961 895 224 175 144 66 671 636 49 587
internal_count=3121 718 554 2403 343 298 278 258 211 188 134 2381 1590 54 791 227 1555 1523 562 43 961 895 224 175 144 66 671 636 49 587
is_linear=0
shrinkage=0.0292947


Tree=3029
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 2 16 2 150 1 159 2 1 1447 457 52 3 12 1 1 3 15 0 47 4
split_gain=74.484 11.9857 6.80058 5.00878 4.50932 3.73404 2.55459 2.48937 2.43294 1.74904 1.64943 1.30353 1.268 1.25779 1.23792 0.945844 0.933888 1.28263 0.925647 0.780782 0.687412 0.674141 1.78735 0.638684 0.621054 0.58793 0.62258 0.577365 0.576772 0.568064
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.14122000000000004 0.31358000000000003 -0.061854999999999993 -0.090999999999999984 1.0000000180025095e-35 0.122715 0.082585000000000006 0.089775000000000008 0.088975000000000012 -0.082869999999999985 0.083570000000000019 0.12418000000000001 0.11924500000000002 -1.0000000180025095e-35 0.11910500000000002 0.091195000000000012 0.31370500000000007 1.0000000180025095e-35 -0.13843999999999998 0.10350500000000001 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 15 6 12 10 -4 13 20 -9 -1 29 28 19 24 18 -18 21 25 22 27 -5 -14 26 -6 -3 -2 -7
right_child=1 4 8 23 7 9 -8 11 -10 -11 -12 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001329730286411195 0.0017796014185822626 0.0009037949257005315 0.001654860054428005 0.0011611037270630373 0.00062408797644158661 0.0017194098391730746 0.0021255940081306387 0.00080723688098959239 0.0010292972537952426 0.0012303912624259453 0.00013689593574767452 0.0013251602743366896 0.0018292207670535412 0.0012464743985025023 0.0012464068167204502 0.00084024693689219827 0.0020563720977550795 0.0013676309888812569 0.0017192506075102971 0.00093176198143981356 0.00093404090410559673 0.0010065957379825868 0.001780275323618785 0.00083007751874115509 0.0017173901686586542 0.00044712339304118077 0.00099284830748719907 0.0013462335551298311 0.001499367939385754 0.0015624329957085127
leaf_weight=22 75 20 34 47 87 249 79 45 63 41 24 28 1102 27 29 38 31 35 433 33 28 25 24 37 210 51 20 22 40 122
leaf_count=22 75 20 34 47 87 249 79 45 63 41 24 28 1102 27 29 38 31 35 433 33 28 25 24 37 210 51 20 22 40 122
internal_value=0 0.00102966 0.0017376 0.00138103 0.000849633 0.00175778 0.00179377 0.000706094 0.00124857 0.00160103 0.000601879 0.00100589 0.00177946 0.00163921 0.00159438 0.00110038 0.00178493 0.00171553 0.00174177 0.0011801 0.000661877 0.00127016 0.00136999 0.00101529 0.00181132 0.000613645 0.000693015 0.00113555 0.00168213 0.00166779
internal_weight=0 673 2448 228 445 2351 1912 283 97 439 210 73 1833 398 144 162 1811 499 464 124 186 91 66 84 1312 158 107 42 115 371
internal_count=3121 673 2448 228 445 2351 1912 283 97 439 210 73 1833 398 144 162 1811 499 464 124 186 91 66 84 1312 158 107 42 115 371
is_linear=0
shrinkage=0.00188464


Tree=3030
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 47 2 2 0 47 1 4 4 4 12 4 47 475 49 3 13 157 52 52 16 13
split_gain=163.522 24.7964 17.4278 14.5197 8.85479 7.06851 4.35616 4.15203 3.74251 3.51494 3.38095 2.93314 2.53898 3.47733 3.47452 2.28621 2.14731 1.79453 1.54438 1.84227 1.21861 1.01935 0.85 0.826415 0.808078 0.789956 0.781174 1.00449 1.05284 0.695043
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.14122000000000004 0.14960000000000004 -0.10474999999999998 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.40945500000000007 0.27287000000000006 0.09141500000000001 -0.52556499999999995 0.090100000000000013 -0.082014999999999991 -0.069799999999999987 -0.14477499999999996 -1.0000000180025095e-35 -0.07686999999999998 -0.56176499999999996 0.039215000000000007 0.19444000000000003 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 12 -5 -6 11 17 16 13 14 -1 18 -4 21 19 -14 -3 -7 -16 -21 -18 -20 -23 29 -29 -28
right_child=1 2 9 7 8 10 -8 -9 -10 -11 -12 -13 15 -15 22 -17 24 -19 25 23 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.001767057657904075 0.0017622010332717431 0.00063178851991972662 0.00065526143039121071 0.0015981095183777187 0.0015988687233040495 0.0019548976611857604 0.0023054906828057372 0.00078089563796278827 0.00082257638493967778 0.00082283310208446341 0.0010891454120427778 -0.00012206825895481393 0.0024891285254436202 0.0021517660120966477 0.0014080771401950871 0.0015958289302340372 9.2329803882636161e-05 0.0011428617634930507 0.001442422535570406 0.0015503300231810011 0.0010293338564351794 0.0020136534792499941 0.00093265185504145371 0.0019193810411830641 0.00047098945979938449 0.0018087591582965227 0.0016809231494484154 0.0018005528737777016 0.0013568366001020244 0.0014457954129519488
leaf_weight=62 74 190 48 34 71 44 76 63 32 34 41 79 20 33 22 104 87 23 22 22 32 20 34 1058 26 421 73 139 22 115
leaf_count=62 74 190 48 34 71 44 76 63 32 34 41 79 20 33 22 104 87 23 22 22 32 20 34 1058 26 421 73 139 22 115
internal_value=0 0.000732968 0.000605817 0.00178191 0.000900987 0.00181139 0.00186353 0.00106734 0.00135769 0.000255708 0.00160656 0.000175365 0.00184485 0.00161095 0.00145971 0.00186629 0.00032131 0.00165522 0.00188452 0.00192236 0.000689092 0.00168375 0.00111943 0.00191186 0.000179455 0.00179057 0.00165142 0.00163066 0.00173992 0.0015371
internal_weight=0 673 599 2448 325 2351 1874 97 103 274 477 240 1798 151 118 1647 161 436 1543 1100 222 413 56 1080 113 443 369 349 161 188
internal_count=3121 673 599 2448 325 2351 1874 97 103 274 477 240 1798 151 118 1647 161 436 1543 1100 222 413 56 1080 113 443 369 349 161 188
is_linear=0
shrinkage=0.00188464


Tree=3031
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 0 9 2 13 4 15 16 10 44 13 43 14 4 1 150 0 2 0 43 400 12 12 16 52 10
split_gain=3.03427 0.738029 0.478401 0.336158 0.318471 0.30943 0.283358 0.51211 0.310527 0.3184 0.340992 0.482282 0.281142 0.253631 0.26084 0.842385 0.287194 0.317515 0.351539 0.394125 0.316239 0.285071 0.246589 0.240728 0.524287 0.264019 0.390677 0.25939 0.236234 0.23378
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.14753000000000002 0.22582000000000002 -1.0000000180025095e-35 0.10252500000000002 0.11596500000000001 -0.031404999999999995 -0.46471999999999997 -1.0000000180025095e-35 -0.0026549999999999994 0.081805000000000017 -0.16152999999999998 0.08845500000000002 0.062655000000000016 0.0067750000000000006 0.081670000000000006 0.091105000000000005 -0.11173999999999999 0.086885000000000004 -0.097734999999999989 0.0068900000000000012 -0.070649999999999991 0.091325000000000003 0.096645000000000009 -0.081779999999999978 0.056145000000000007 0.069930000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 13 12 29 9 -9 -11 -12 -5 14 15 -1 17 20 -19 -20 21 -16 -22 -24 -25 -26 27 -27 -4 -8
right_child=1 2 28 4 -6 -7 7 8 -10 10 11 -13 -14 -15 16 -17 -18 18 19 -21 22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00060225854783549772 0.0052368303460561998 0.0059507622070990376 0.00029759754599823689 0.0027247165145835054 0.0011960711617078476 0.0017643771513967622 0.0052341936286162474 0.0060624922444477243 -0.00034422431068098112 0.004957755596043458 0.0028676573414539979 -0.00073121829920821816 -0.001031279230916437 0.0079816034244703064 0.00069809416293989466 0.0069216276255382389 0.0066227275869638891 0.0047166416527083064 0.0040238921740767906 -0.0002300095138129079 0.0072978032281485741 0.0045619661067714413 0.0053236182700716313 0.0085831165168638798 0.0028878182359493537 0.0081769053248809988 0.0036412910956649149 0.0048448528072530563 0.0030434294306543961 0.0026795384154879183
leaf_weight=22 102 28 71 47 63 20 119 22 21 39 145 32 20 21 20 20 83 285 46 23 40 41 1463 20 82 29 95 38 32 32
leaf_count=22 102 28 71 47 63 20 119 22 21 39 145 32 20 21 20 20 83 285 46 23 40 41 1463 20 82 29 95 38 32 32
internal_value=0 0.00313404 0.00281439 0.00311608 0.0029691 0.0050506 0.00320327 0.00346469 0.00274869 0.00302159 0.00271187 0.00221701 0.00160352 0.00507883 0.00505241 0.00298054 0.00509083 0.00503256 0.00430523 0.00260592 0.00517341 0.00329512 0.00523825 0.00519055 0.00445311 0.00411458 0.00473554 0.00628708 0.00115067 0.00469281
internal_weight=0 773 671 568 540 2348 477 410 259 238 216 177 67 2328 2307 42 2265 2182 354 69 1828 61 1767 1727 264 244 162 67 103 151
internal_count=3121 773 671 568 540 2348 477 410 259 238 216 177 67 2328 2307 42 2265 2182 354 69 1828 61 1767 1727 264 244 162 67 103 151
is_linear=0
shrinkage=0.0265331


Tree=3032
num_leaves=31
num_cat=0
split_feature=1 155 1 47 48 50 48 160 48 16 150 3 0 10 52 484 16 156 48 11 3 52 0 14 3 11 49 151 42 43
split_gain=2.45776 0.619586 0.4547 0.319887 0.430835 0.3375 0.322247 0.305809 0.280847 0.454493 0.470806 0.446826 0.255803 0.240387 0.240025 0.236127 0.228773 0.437393 0.285834 0.475636 0.705683 0.269788 0.251975 0.242039 0.385241 0.306389 0.220511 0.212773 0.360221 0.345899
threshold=0.10124500000000002 0.11245500000000001 0.14860500000000001 0.078345000000000012 -0.081134999999999999 0.10616500000000001 0.12118000000000002 -0.076689999999999994 0.085485000000000019 -0.42170999999999997 1.0000000180025095e-35 -0.010424999999999999 0.18019500000000002 -0.062879999999999978 -0.057699999999999994 0.096415000000000015 0.013515000000000001 -0.031569999999999994 0.091545000000000015 0.078065000000000009 -0.11171999999999999 -0.13993999999999998 -0.055064999999999996 0.086645000000000014 -0.14989499999999997 0.074925000000000005 0.11560500000000001 0.009020000000000002 0.089015000000000025 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 7 -5 15 9 -9 11 -11 16 -4 -10 -6 21 22 19 20 -19 -1 -18 24 -23 26 27 -26 29 -29
right_child=1 -3 13 6 5 -7 -8 8 14 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0066778238598920311 0.0060962286123777002 0.0056023606779544112 -0.0020328033666816145 0.0047360891277335362 0.0042575067721096317 0.0050976958541068783 0.0021969000779811752 0.0026908997571564049 0.0034312326414231839 0.002385520540739552 -0.0040482213098790515 -0.0016466672092587745 0.0021485536881598447 0.001641403466484531 2.1053535483491963e-05 0.00094004510881435361 0.0049995000728353745 -0.0009120370680808877 0.0020588956045105313 0.0076084364659617524 0.0043008363898004746 0.0020489319976192783 0.008637191347337831 0.007681649903915972 0.0050237237627645632 0.0084176764372696639 0.0026329639306630374 0.0044841302269616953 0.0063563693826145058 -0.00045436282354571251
leaf_weight=73 26 66 20 130 75 33 57 76 90 53 20 37 28 48 20 22 36 22 53 31 321 37 26 25 1576 20 33 22 22 23
leaf_count=73 26 66 20 130 75 33 57 76 90 53 20 37 28 48 20 22 36 22 53 31 321 37 26 25 1576 20 33 22 22 23
internal_value=0 0.00299328 0.00274971 0.00298266 0.00257744 0.00236268 0.00396211 0.00213302 0.00168338 0.0010164 -0.000140532 0.000727843 0.00482376 0.000560754 0.0028112 0.00350509 0.00485605 0.004315 0.00399411 0.00426836 0.00396648 0.00500055 0.00652498 0.0049309 0.00489122 0.00495323 0.00491188 0.00495766 0.00340359 0.00196001
internal_weight=0 773 707 639 452 426 187 393 296 186 110 90 2348 68 110 97 2320 489 427 374 343 1831 62 1758 1733 1696 1676 1643 67 45
internal_count=3121 773 707 639 452 426 187 393 296 186 110 90 2348 68 110 97 2320 489 427 374 343 1831 62 1758 1733 1696 1676 1643 67 45
is_linear=0
shrinkage=0.0281572


Tree=3033
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 3 3 1 2 12 1 2 49 2 159 457 2 4 457 50 47 15 12 0 4 16 2 30
split_gain=92.6418 15.4841 8.90212 6.75384 5.67349 4.60782 3.25832 2.76271 2.66385 2.38482 1.99421 1.92 1.80692 2.14578 1.36029 1.23526 1.21272 1.19337 1.18215 1.16564 1.11856 1.08994 0.877331 0.865734 0.844286 0.830866 0.752802 0.878238 0.749353 0.872906
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.077845000000000011 0.14122000000000004 -0.42850999999999995 0.089770000000000016 0.090425000000000019 -0.054984999999999992 0.15950500000000004 0.082585000000000006 0.080930000000000016 -0.0091949999999999983 -0.55119499999999988 0.083570000000000019 0.11140500000000002 0.10019500000000002 -0.074054999999999996 0.095565000000000011 -0.079119999999999982 0.033845000000000007 -0.12029499999999999 0.14019000000000004 0.086065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 16 6 12 8 28 -4 17 -9 19 18 -2 -13 20 24 -14 -1 23 25 -10 -3 -7 26 -21 -28 29 -6
right_child=1 4 9 -5 7 10 -8 11 22 -11 -12 15 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0023910715022254863 0.0013111471757128277 0.0012067113401340629 0.0017780786850049083 0.0010588497280054942 0.00093585314297549684 0.0018821360214892255 0.0023211141233966874 0.00079913769254879598 0.00093238843408627076 0.001125940579107286 0.0013340267202055956 0.00045653126017521453 0.0014266027826538058 0.0012386736294349959 0.0018111476980137973 -0.00011659609910197246 0.00086625586305578072 0.001360253383127839 0.0018718288763695944 0.0019932814209162931 0.00095383815237385261 0.001732772571686937 0.0013739217117472355 0.001580946472879824 0.0017113044995175565 0.0018568705662165782 0.0019276064986748415 0.0015325810709494213 0.00047154450052173285 0.00055698644486795474
leaf_weight=21 23 54 28 84 54 196 76 34 31 69 41 34 23 23 121 22 38 24 268 1032 33 82 33 37 216 245 77 27 39 36
leaf_count=21 23 54 28 84 54 196 76 34 31 69 41 34 23 23 121 22 38 24 268 1032 33 82 33 37 216 245 77 27 39 36
internal_value=0 0.00108417 0.0018737 0.00148355 0.000879552 0.00189679 0.00193888 0.000718547 0.000845706 0.00131419 0.00173141 0.000445863 0.00192272 0.00179284 0.00173129 0.000231374 0.00116081 0.00176878 0.00183664 0.00195021 0.00125108 0.00194388 0.00116005 0.00135887 0.00179257 0.00195641 0.00197788 0.00182505 0.000689751 0.000784306
internal_weight=0 673 2448 228 445 2351 1874 283 193 97 477 90 1798 314 144 56 162 436 291 1484 124 1463 64 91 412 1381 1136 104 129 90
internal_count=3121 673 2448 228 445 2351 1874 283 193 97 477 90 1798 314 144 56 162 436 291 1484 124 1463 64 91 412 1381 1136 104 129 90
is_linear=0
shrinkage=0.00188464


Tree=3034
num_leaves=31
num_cat=0
split_feature=1 3 4 2 2 2 14 2 123 13 2 123 49 124 0 15 1 12 160 124 132 2 1 2 4 13 1 12 133 160
split_gain=81.2868 15.5501 6.2929 5.77427 5.66742 4.57249 3.34294 3.06554 2.91835 1.9646 1.87734 1.89895 1.87699 1.6187 1.44777 1.99965 1.31808 1.28745 1.23388 1.16889 1.13015 1.20839 1.11108 0.956265 0.944225 1.09577 0.776893 0.76154 0.692793 0.661852
threshold=0.10312500000000001 -0.059315 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.15109000000000003 1.0000000180025095e-35 -0.054984999999999992 -0.083859999999999976 -0.10096999999999999 -0.12255999999999999 0.085345000000000018 0.087695000000000009 -1.0000000180025095e-35 -0.082135 0.088890000000000011 0.17760500000000004 0.13075500000000004 0.086100000000000024 -0.52556499999999995 0.043850000000000007 0.12456000000000002 0.11734000000000001 -1.0000000180025095e-35 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 5 6 19 8 -7 14 26 11 27 -2 -10 15 -1 29 24 -11 -3 21 -5 28 -18 -16 -26 -9 -6 -4 -17
right_child=1 3 22 20 10 7 -8 9 13 18 -12 -13 -14 -15 17 16 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020470836046428344 0.0011983784426039042 0.00085755285178658704 0.00090950846917892841 0.00058434941138505814 0.0016936415235869373 0.0014695607095127166 0.0021949905067607809 0.00095713662044984887 0.0010809682294691395 0.001559678913210611 0.0010610818012449178 0.0011870685663605666 0.0017375011786521213 0.0017507095564442603 0.0022884266135341754 0.0016345261550622543 0.0016329452848201039 0.0017979393418614772 0.0010776824378137557 0.0004638692366419408 0.00084464258017487911 0.00011187033498020483 0.00070683571761681239 0.0011776656174813953 0.0019039700249160552 0.001494146288730592 0.00063900842967093614 0.0014493740132833176 0.0013159498459872053 0.0020125503600826188
leaf_weight=39 26 51 22 42 339 64 83 76 28 25 21 31 145 22 21 64 28 880 66 52 23 33 24 36 705 23 40 50 41 21
leaf_count=39 26 51 22 42 339 64 83 76 28 25 21 31 145 22 21 64 28 880 66 52 23 33 24 36 705 23 40 50 41 21
internal_value=0 0.00108495 0.0014497 0.000885575 0.00178938 0.000990187 0.00183216 0.00111614 0.00181602 0.00100687 0.00160022 0.00162717 0.00165553 0.00137565 0.00182814 0.00167462 0.00157713 0.00184586 0.0012101 0.0006588 0.000486339 0.000376459 0.00104514 0.00137685 0.00190216 0.00189102 0.000847437 0.00166224 0.00117402 0.00172792
internal_weight=0 730 258 472 2391 374 1950 271 1867 207 441 420 171 50 1817 188 149 1629 91 103 98 75 87 64 749 728 116 389 63 85
internal_count=3121 730 258 472 2391 374 1950 271 1867 207 441 420 171 50 1817 188 149 1629 91 103 98 75 87 64 749 728 116 389 63 85
is_linear=0
shrinkage=0.00184769


Tree=3035
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 1 0 15 10 52 4 0 47 13 4 12 43 160 16 1 16 0 16 41 16 50
split_gain=57.9729 9.17697 5.86913 5.57263 4.03305 3.34588 2.60601 2.26982 2.11423 1.75333 1.67782 1.60114 1.34144 1.25966 1.51026 1.09084 1.05332 1.01225 0.922996 1.07724 1.00463 0.891855 1.21504 0.782475 0.739572 0.676903 0.655216 0.569654 0.541031 0.534113
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.40473500000000007 0.077845000000000011 -0.11173999999999999 -0.10469999999999999 -0.062879999999999978 1.0000000180025095e-35 0.27044500000000005 -0.07929499999999999 0.13082500000000002 -0.0044799999999999987 -0.49013999999999996 0.08401500000000002 -0.11008499999999999 -0.013084999999999998 -0.0060749999999999997 0.14262000000000002 -0.039889999999999988 -0.036484999999999997 -0.12029499999999999 0.075585000000000013 0.11346000000000002 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 10 -6 -5 11 -1 23 14 26 29 25 -3 20 -20 -17 -19 -23 -4 -13 -14 -9 -8 -7 -12
right_child=1 2 12 9 8 28 27 13 -10 -11 15 24 16 -15 -16 18 -18 21 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017655757719687386 0.0015101520861696041 0.0006923761776014537 0.00048604279961984826 0.0014575422279724554 0.0013800253331443788 0.00082612014677639633 0.0017181889158364883 0.0015160263243522703 0.00083437782666627674 0.00087328180340945913 0.0016154603451118232 0.00096122314062488325 0.00039595829076536184 0.0015363825900639335 0.00077312303625262863 0.0012523265241407879 0.0009914178627323147 0.0011597519914166657 0.0011423102915869403 0.0014892064859620266 0.0017329413259043137 0.0009336584414028783 0.00039762682572744583 -3.4296180687698661e-05 0.0013932470457226622 0.00070769082477959225 0.0012479109424479429 0.0020411319543723184 0.0012439155273816802 0.0014848012444933804
leaf_weight=20 76 175 20 28 86 26 42 51 40 67 1041 39 71 106 21 20 21 41 37 493 102 72 21 25 25 43 112 42 22 136
leaf_count=20 76 175 20 28 86 26 42 51 40 67 1041 39 71 106 21 20 21 41 37 493 102 72 21 25 25 43 112 42 22 136
internal_value=0 0.000867359 0.000787924 0.001511 0.000911141 0.00152994 0.0015407 0.00152777 0.0012068 0.00104548 0.00155228 0.00128131 0.00049015 0.00136612 0.00126804 0.00156472 0.000587878 0.00079058 0.00150038 0.00146499 0.00165415 0.000918831 0.000812619 0.000196966 0.00112998 0.000513542 0.0013318 0.00187966 0.00101761 0.00160036
internal_weight=0 691 615 2430 435 2335 2287 2203 126 95 1913 84 180 290 184 1829 135 309 652 530 122 134 93 45 64 114 163 84 48 1177
internal_count=3121 691 615 2430 435 2335 2287 2203 126 95 1913 84 180 290 184 1829 135 309 652 530 122 134 93 45 64 114 163 84 48 1177
is_linear=0
shrinkage=0.00196078


Tree=3036
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 2 130 4 14 4 16 2 124 42 42 0 10 1 11 4 1456 48 4 3 4 4 4 52 12
split_gain=3.17377 0.753573 0.484256 0.325637 0.314963 0.310781 0.451969 0.298485 0.31375 0.340446 0.499124 0.348567 0.287724 0.287736 0.289922 0.257254 0.245198 0.235118 0.231018 0.230148 0.245645 0.384539 0.31544 0.297736 0.27176 0.26083 0.258476 0.252793 0.231691 0.305469
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.14753000000000002 -1.0000000180025095e-35 0.10252500000000002 -1.0000000180025095e-35 -0.031404999999999995 -0.22253999999999999 0.51164000000000009 -0.008904999999999998 0.14122000000000004 -0.076779999999999987 -0.0041849999999999986 0.09112000000000002 0.024095000000000002 -0.0026549999999999994 0.15471500000000002 0.094815000000000024 -0.082769999999999982 -0.065759999999999985 0.093265000000000015 -0.51843499999999987 0.092670000000000016 0.0045450000000000013 -0.082349999999999993 -0.082109999999999975 -0.0080349999999999987 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 5 17 16 -8 -9 10 -10 15 13 14 -1 -11 -7 -5 -4 20 21 -15 23 -23 26 -26 -22 -28 29 -25
right_child=1 2 18 4 -6 6 7 8 9 11 -12 -13 -14 19 -16 -17 -18 -19 -20 -21 24 22 -24 28 25 -27 27 -29 -30 -31
leaf_value=0.0061494252608274621 0.0061864604272086066 0.0069653297501213341 0.0022539011507483856 0.0030469976364553815 0.0014622050583452419 0.005991453236986446 0.00035213020657413993 0.0072295195181859605 0.0078933857641732066 0.004012815803317275 0.0018105706727801656 -0.00098829097104070614 0.0034120610968938494 0.0097662303896646138 0.002427083530946699 0.00064596474824944912 0.0024406144252967299 -0.00097745079748502131 -0.0010333940950029846 0.0027857498547601842 0.0029380545589216115 0.0094506421370059383 0.0027532772507878932 0.0068151962891224533 0.00091433818644152975 0.0057213408310005879 0.0092293391106771303 0.0060143764311948282 0.006826968246941378 0.0035235841847859914
leaf_weight=39 102 28 88 47 63 129 29 22 32 90 22 23 41 37 42 29 22 20 27 20 26 34 21 55 20 24 24 1563 348 54
leaf_count=39 102 28 88 47 63 129 29 22 32 90 22 23 41 37 42 29 22 20 27 20 26 34 21 55 20 24 24 1563 348 54
internal_value=0 0.00369689 0.00331845 0.00369827 0.00352501 0.00380449 0.00413424 0.00331513 0.00370929 0.00331417 0.0054152 0.00251518 0.00599349 0.00603937 0.00421932 0.00319232 0.00547411 0.00184567 0.0014821 0.0061056 0.0061357 0.00670562 0.00648444 0.00664402 0.00594687 0.00353634 0.00601262 0.006063 0.00643522 0.00518449
internal_weight=0 773 671 556 528 465 398 247 218 196 54 142 2348 2307 81 119 151 67 115 2226 2206 549 512 491 1657 44 1613 1587 457 109
internal_count=3121 773 671 556 528 465 398 247 218 196 54 142 2348 2307 81 119 151 67 115 2226 2206 549 512 491 1657 44 1613 1587 457 109
is_linear=0
shrinkage=0.0310878


Tree=3037
num_leaves=31
num_cat=0
split_feature=1 4 1 12 40 45 13 43 14 10 12 150 4 4 0 2 475 15 13 402 402 484 15 133 401 41 4 4 52 1
split_gain=2.57075 0.622475 0.453586 0.31185 0.261172 0.248309 0.275776 0.846631 0.285816 0.308715 0.243632 0.2282 0.32141 0.203963 0.355128 0.225022 0.208048 0.2071 0.202766 0.191385 0.27668 0.23499 0.496737 0.628898 0.368886 0.229778 0.213157 0.392355 0.377574 0.243924
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.051255000000000002 0.081955000000000014 -0.16152999999999998 0.08845500000000002 0.062655000000000016 -0.012544999999999999 0.092465000000000006 0.091105000000000005 0.41257000000000005 0.015030000000000002 -0.11173999999999999 0.086885000000000004 -0.064549999999999982 -0.040439999999999997 -0.053889999999999993 0.090075000000000002 0.10491500000000002 -0.081614999999999979 0.088990000000000014 -0.13941499999999998 0.11186000000000001 0.077565000000000009 -0.49013999999999996 -0.15289999999999995 -0.034054999999999995 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 9 -8 -5 12 -12 14 15 -11 -15 -18 -19 25 -21 -22 23 -23 -24 26 29 28 -28 -16
right_child=1 2 -4 10 -6 -7 8 -9 -10 13 11 -13 -14 16 19 -17 17 18 -20 20 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015292671896267327 0.0053986430446304216 0.0026536046486250347 0.0014358320732560869 0.0064561433415439773 0.0016817341528455479 0.0078903946043038034 0.0016881522511761767 0.0066636028058756208 0.0065474491549375666 0.00049089329564476925 0.0047854749574785978 0.00083704049964491403 0.0013867947026040231 0.0015295872292800526 0.0079646183029063542 0.0040683960685078055 0.0040680514155762909 0.0047083286802322155 0.0082443430858543387 0.0076539111133719926 0.0025221582089789835 0.0047009190614299493 0.0011633860354227585 0.010466371762155695 0.0056186069271603025 0.002543571558969861 -0.00051272142471904764 0.0050345966977643018 0.004591650382683392 0.0049928390768326763
leaf_weight=20 78 353 161 29 20 22 24 20 83 20 104 20 28 21 41 46 238 36 20 53 21 30 23 30 41 30 20 1415 27 47
leaf_count=20 78 353 161 29 20 22 24 20 83 20 104 20 28 21 41 46 238 36 20 53 21 30 23 30 41 30 20 1415 27 47
internal_value=0 0.00301355 0.00274587 0.00314084 0.00488564 0.00491317 0.00488476 0.00256717 0.00492567 0.00486401 0.0040911 0.00363987 0.00406454 0.00489932 0.00501243 0.0029843 0.00423716 0.00443055 0.00597119 0.00508771 0.00591294 0.00527658 0.00574306 0.00758365 0.00401751 0.0049843 0.00503154 0.00495053 0.00241958 0.00637742
internal_weight=0 773 695 534 2348 2328 2306 40 2266 2183 181 152 132 2159 1844 66 315 294 56 1778 198 145 124 60 64 1580 1550 1462 47 88
internal_count=3121 773 695 534 2348 2328 2306 40 2266 2183 181 152 132 2159 1844 66 315 294 56 1778 198 145 124 60 64 1580 1550 1462 47 88
is_linear=0
shrinkage=0.0281572


Tree=3038
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 4 14 1 2 52 2 1 49 13 52 1 1 2 1 1 4 1 11 12 42 0 3 13
split_gain=84.0412 14.3569 7.90786 6.02158 5.01565 4.34912 3.65816 3.21613 2.31864 1.96371 1.8681 1.72013 1.55752 1.51598 1.40673 1.27048 1.04554 0.994361 0.971484 1.56357 0.908849 1.0296 0.870268 0.724462 0.692965 0.690641 0.68303 0.676109 0.644534 0.636314
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 -0.025214999999999998 0.40124500000000002 0.062655000000000016 0.077845000000000011 0.089775000000000008 0.048770000000000008 0.11177500000000001 0.11751000000000002 -0.054984999999999992 -0.0075049999999999987 -0.56176499999999996 0.090540000000000023 0.089770000000000016 0.097845000000000015 0.111945 0.10887500000000001 0.27044500000000005 0.11910500000000002 1.0000000180025095e-35 0.096990000000000007 0.11066000000000001 -0.026509999999999995 0.12745000000000004 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 13 8 10 -4 17 29 22 20 -2 -14 -12 -1 25 -20 21 -3 -8 -5 -10 -18 -15 -7 -17 -6
right_child=1 4 9 23 11 27 12 -9 24 -11 16 -13 15 26 -16 28 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019541281645358223 0.0012688491909501904 0.0011017834454649636 0.0017415586671158045 0.0012143370816247087 0.00042278833232988258 0.0015437157402967173 0.0016027020986293535 0.0011730357608910091 0.0019380608833230594 0.0011258846885120032 0.0021025851661083746 0.0008033675357544711 0.00077849428182710193 0.000722658373615474 0.0017978541522836631 0.0010076463130123336 0.0018588423963276837 0.0018157786409966513 0.0011552818665774786 0.0017837356612053832 0.0013565797475623149 0.00051929074138695123 0.0010996245633007264 0.00084753864542020958 0.0023266131508778904 0.0017340350372725213 0.0003690358139646268 0.0010766686250766118 0.0013816203684390584 3.1836845248548035e-06
leaf_weight=1081 23 28 28 47 33 22 39 24 25 69 45 34 44 84 121 34 495 245 23 45 20 20 20 37 60 260 28 26 37 24
leaf_count=1081 23 28 28 47 33 22 39 24 25 69 45 34 44 84 121 34 495 245 23 45 20 20 20 37 60 260 28 26 37 24
internal_value=0 0.00106989 0.00185225 0.00146999 0.000864895 0.00187489 0.000970438 0.00188707 0.00189458 0.00130361 0.00188227 0.000454318 0.00117317 0.000774465 0.00171336 0.00104029 0.00181156 0.00192857 0.00179564 0.00157117 0.0010054 0.000859078 0.00143217 0.00105277 0.00221233 0.00181586 0.000634253 0.00129073 0.00120253 0.000246113
internal_weight=0 673 2448 228 445 2351 354 2303 2279 97 2194 91 174 180 144 115 868 1326 823 68 68 48 59 84 85 755 112 48 71 57
internal_count=3121 673 2448 228 445 2351 354 2303 2279 97 2194 91 174 180 144 115 868 1326 823 68 68 48 59 84 85 755 112 48 71 57
is_linear=0
shrinkage=0.00196078


Tree=3039
num_leaves=31
num_cat=0
split_feature=1 155 3 44 2 2 16 0 1 11 43 16 3 13 42 132 1 12 133 52 16 13 1 15 48 16 43 1212 1212 401
split_gain=2.48287 0.594479 0.434666 0.281852 0.330657 0.594728 0.380219 0.270932 0.244817 0.239847 0.366245 0.306405 0.563781 0.240452 0.239304 0.22497 0.276556 0.208344 0.203163 0.263445 0.49919 0.247813 0.19274 0.19448 0.191959 0.248775 0.19516 0.250991 0.396071 0.227181
threshold=0.10124500000000002 0.11245500000000001 0.31299000000000005 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 -0.50339499999999993 0.18019500000000002 0.10439500000000002 1.0000000180025095e-35 -0.15879999999999997 0.013515000000000001 -0.11171999999999999 -0.13710499999999998 0.10755000000000002 0.10365500000000001 0.14754500000000001 0.092465000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42170999999999997 -0.0034749999999999994 0.084525000000000003 0.082685000000000022 0.10168500000000001 -0.024819999999999998 0.0034250000000000005 -0.014129999999999998 -0.42670499999999995 0.093220000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 9 -6 11 -11 13 -13 -1 18 16 -4 -7 -10 21 -21 -20 23 -12 26 -26 27 28 -15 -30
right_child=1 -3 15 -5 8 17 -8 -9 14 10 22 12 -14 24 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0020478935409936863 0.0049592110399756355 0.0051826890626447174 0.0012037134980535638 0.005656051084878772 -0.00057180450200773223 0.0058750930982202363 0.0012091799580057454 0.0019137336575005537 0.00088036401759028255 0.0031304189035468604 0.009019566216701724 -0.00039559494306200889 0.0040604897392714969 0.0034764171667350527 0.00062771286373357912 0.0030778512880407661 -0.0023578639760258365 0.0037897720809855311 0.0027074088400811185 0.0032468522218550297 -0.00074671582193506852 0.0055897185731741458 0.0051416055826085712 0.0057524504381206657 0.0016316650889631001 0.0047266540544989135 0.0041595901114186273 0.0047625343818988022 0.0089269432852207807 0.005995938807513289
leaf_weight=25 24 66 66 24 22 52 92 28 37 30 29 21 415 30 48 29 20 96 42 83 30 42 41 23 33 41 339 1212 29 52
leaf_count=25 24 66 66 24 22 52 92 28 37 30 29 21 415 30 48 29 20 96 42 83 30 42 41 23 33 41 339 1212 29 52
internal_value=0 0.00277442 0.0025496 0.00283957 0.00272056 0.00340753 0.00198505 0.00450812 0.00212398 0.00453943 0.00567961 0.0044756 0.00384586 0.00463151 0.00233429 0.00105692 0.00037544 0.00452245 0.00268436 0.00302318 0.00218661 0.00414856 0.00650193 0.0075745 0.00466872 0.00334646 0.00472759 0.00487313 0.00608074 0.00704531
internal_weight=0 773 707 592 568 264 116 2348 304 2320 123 2197 436 1761 282 115 86 148 234 197 113 84 93 52 1736 74 1662 1323 111 81
internal_count=3121 773 707 592 568 264 116 2348 304 2320 123 2197 436 1761 282 115 86 148 234 197 113 84 93 52 1736 74 1662 1323 111 81
is_linear=0
shrinkage=0.0265331


Tree=3040
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 13 1 4 2 1 4 4 1 150 13 47 11 1 50 15 16 48 2 49 13 0 43 43
split_gain=92.5924 11.2202 9.88324 6.19538 5.403 4.82963 3.92535 3.10118 3.01722 2.77238 2.64543 1.83148 1.65249 1.37127 2.2038 2.67955 1.3974 1.29539 1.24982 1.24028 1.17583 1.26374 0.99293 0.983431 0.922883 0.918403 0.86473 0.98084 0.806597 0.724736
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.089775000000000008 -1.0000000180025095e-35 0.09253500000000002 0.024790000000000003 0.14122000000000004 0.091195000000000012 0.40945500000000007 -0.013514999999999998 0.088975000000000012 0.081835000000000019 -0.16152999999999998 0.10670500000000001 1.0000000180025095e-35 0.12000500000000001 0.041865000000000006 -0.41942499999999994 0.26676500000000009 0.087310000000000013 -1.0000000180025095e-35 -0.012034999999999999 1.0000000180025095e-35 -0.22491999999999998 0.064745000000000011 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 25 7 11 12 -4 -9 13 18 17 16 22 -16 -8 -3 -1 -14 21 -7 -15 -23 -13 -2 27 -11 -18 -10
right_child=1 5 8 -5 -6 20 10 9 29 26 -12 24 19 14 15 -17 28 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018061295912784828 0.0011627591128648843 0.00076622600431577111 0.0016132402804917311 0.0010507220783084695 0.00088379455196778607 0.00056224451790589465 0.0012651651058647197 0.0015412803091720063 0.0010694383862477172 0.0007962932632109642 0.0011904591161284138 0.0013005834927034003 0.00095479288448404795 0.0016742349410159951 0.0016472105315926237 0.00073211664091427087 0.0017708562622199173 0.0012526931808114594 0.0020724882845552404 0.00045227251692161682 0.00073428557871918834 -0.00015290355444364469 0.001441048100448226 0.00038138791975020651 0.0016824450031029535 0.0015910568847802089 0.00057711028982099016 0.0013298804504026796 0.0015557802146285934 0.00066865293680618313
leaf_weight=1104 20 82 34 45 74 29 21 32 57 26 41 23 20 298 21 21 430 23 61 83 23 26 75 20 214 92 20 20 66 20
leaf_count=1104 20 82 34 45 74 29 21 32 57 26 41 23 20 298 21 21 430 23 61 83 23 26 75 20 214 92 20 20 66 20
internal_value=0 0.000895458 0.00169234 0.00171658 0.00126362 0.000725959 0.0017292 0.000838044 0.00116379 0.00110372 0.00164079 0.00179055 0.00071287 0.00166061 0.00158305 0.00118966 0.00172286 0.000872785 0.00182008 0.000549849 0.000375979 0.000266098 0.00162735 7.93971e-05 0.00164539 0.00151458 0.000891567 0.00102829 0.00174224 0.000965338
internal_weight=0 590 2531 2420 186 404 2375 306 111 98 973 1402 208 932 415 42 517 105 1165 103 98 75 373 46 237 112 66 46 496 77
internal_count=3121 590 2531 2420 186 404 2375 306 111 98 973 1402 208 932 415 42 517 105 1165 103 98 75 373 46 237 112 66 46 496 77
is_linear=0
shrinkage=0.00181146


Tree=3041
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 2 14 4 1 15 0 0 10 13 475 156 1 16 1 47 14 52 475 51 49
split_gain=75.2146 12.6501 7.19632 6.26301 4.13534 4.05085 2.53234 2.42712 1.93614 1.71328 1.55324 1.51989 1.41385 1.06578 0.9811 0.960128 0.797575 0.72387 0.682092 0.666224 0.815265 0.724861 0.733549 0.845791 0.620027 0.726036 0.608811 0.770679 0.719761 0.661545
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.10699500000000002 0.092845000000000025 0.14753000000000002 0.062655000000000016 0.27834500000000006 0.089875000000000024 -0.41942499999999994 -0.23091999999999999 -0.095504999999999993 -0.38124499999999995 -0.0062949999999999994 -0.08230999999999998 1.0000000180025095e-35 0.095950000000000021 -0.061854999999999993 1.0000000180025095e-35 0.090100000000000013 -0.23083499999999998 0.26391000000000003 -0.088274999999999978 0.11144500000000002 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 11 10 15 -6 -5 12 13 -4 26 -12 -7 -15 -16 -14 -17 21 22 -21 -24 25 -3 27 -1 -28 -29
right_child=1 2 6 9 8 7 -8 -9 -10 -11 14 -13 18 16 17 19 -18 -19 -20 20 -22 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=0.0014923448916483418 0.0016812140943484684 0.0011359345131550711 0.0010026418213640886 0.0015065208334516084 0.0015149459519489073 0.0012073144054258478 0.0011113256150526425 0.0011674255766753784 0.00095577682842206053 0.00099766974198460165 0.00065213680776675062 0.0020171176847782811 0.00051603950088421142 0.0013921566753456842 0.00047743897033135851 0.0018074273638277818 0.0016622538670718649 5.1732519935700856e-05 0.00084854704069814717 0.0016516043581095499 0.0017652330071661986 0.0012382096244816397 0.0014875297558239213 0.0018816794390594637 0.0011627257257576669 0.00083586352263588677 0.0017336390909918759 0.0017702306843724097 0.001296651490294766 0.0014720423621910447
leaf_weight=37 76 33 40 37 78 21 37 48 29 58 32 62 85 44 25 53 246 30 28 258 81 22 263 20 32 166 31 1101 22 26
leaf_count=37 76 33 40 37 78 21 37 48 29 58 32 62 85 44 25 53 246 30 28 258 81 22 263 20 32 166 31 1101 22 26
internal_value=0 0.000970052 0.000882168 0.0016609 0.00106311 0.00167982 0.000661385 0.00156968 0.0013634 0.00119585 0.000592019 0.0017336 0.000704107 0.00172193 0.0003949 0.00159657 0.00162127 0.000245235 0.000598431 0.0016083 0.00159191 0.00156698 0.00158035 0.00151538 0.00092401 0.000885624 0.00174592 0.00175474 0.00155225 0.00176335
internal_weight=0 691 615 2430 338 2335 277 766 107 95 240 1569 153 1507 87 718 290 55 113 697 644 563 541 283 231 199 1217 1164 53 1127
internal_count=3121 691 615 2430 338 2335 277 766 107 95 240 1569 153 1507 87 718 290 55 113 697 644 563 541 283 231 199 1217 1164 53 1127
is_linear=0
shrinkage=0.00184769


Tree=3042
num_leaves=31
num_cat=0
split_feature=1 1 16 4 1 2 124 34 13 12 130 4 133 2 3 40 2 2 1429 50 0 129 2 3 1 160 12 2 97 159
split_gain=2.82856 0.60312 0.371254 0.340837 0.298335 0.28987 0.285714 0.255381 0.276756 0.420881 0.361329 0.2484 0.236002 0.227192 0.238097 0.22438 0.201472 0.200561 0.367133 0.33449 0.313573 0.284361 0.281065 0.252483 0.286823 0.304154 0.286372 0.199353 0.198784 0.190263
threshold=0.10312500000000001 0.12000500000000001 0.5136400000000001 0.40124500000000002 0.16773500000000005 0.14122000000000004 -0.076779999999999987 -0.038779999999999995 -0.072819999999999982 -0.081419999999999979 -0.077029999999999987 -0.016304999999999997 0.089200000000000015 0.10444500000000002 -0.082484999999999989 -0.012109999999999998 0.13501500000000002 0.08647500000000001 0.084545000000000009 0.11875500000000001 -0.10607499999999999 -0.048309999999999992 0.086675000000000016 -0.14186499999999996 0.08864000000000001 0.050340000000000003 0.082850000000000021 0.080205000000000012 -0.079444999999999988 0.11292000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 7 6 15 28 9 -9 -10 -12 13 14 -2 -1 -13 18 19 20 27 -19 -23 -24 26 -26 -25 -8 -3 -22
right_child=1 4 -4 -5 -6 -7 17 8 10 -11 11 16 -14 -15 -16 -17 -18 21 -20 -21 29 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.003188064437173367 0.0078315721967570223 0.0027069529462494775 0.0071369836144092947 0.0018824078746103928 -0.0011524594283512225 0.0033134681962677945 0.011803058645088038 0.0042477854555959442 0.0006447950346078179 0.00038980048338423752 0.0083883273292192535 0.0057487064779641562 0.0013104641149802596 0.0036579476305242708 0.0045967504097668326 0.0070399746966836032 0.0024083988585406873 0.002319043207218856 0.0027315035531592109 0.0029536575869211668 0.0067835355215020215 0.0020539085561529597 0.0078183354486904798 0.0080310579224157682 0.0016271569428985356 0.0064266440862268646 0.0059774567105429352 0.0079337248311642933 -0.0020743790229830589 0.0034737059775888823
leaf_weight=62 38 21 58 22 23 41 21 62 25 72 23 52 31 178 91 25 36 24 27 26 797 20 99 87 35 28 994 62 20 21
leaf_count=62 38 21 58 22 23 41 21 62 25 72 23 52 31 178 91 25 36 24 27 26 797 20 99 87 35 28 994 62 20 21
internal_value=0 0.00369391 0.00459997 0.00613492 0.00261966 0.00617441 0.0062248 0.00289863 0.00328191 0.00217484 0.00437269 0.00521231 0.00416462 0.00445283 0.00554964 0.00429494 0.00438222 0.00629972 0.00667686 0.00679178 0.00690253 0.00602016 0.00609049 0.00615544 0.00601153 0.00376026 0.00614273 0.00891271 0.000374596 0.00669856
internal_weight=0 730 396 2391 334 2369 2328 311 270 134 136 111 338 307 129 87 88 2241 954 927 901 1287 1263 1243 1144 63 1081 83 41 818
internal_count=3121 730 396 2391 334 2369 2328 311 270 134 136 111 338 307 129 87 88 2241 954 927 901 1287 1263 1243 1144 63 1081 83 41 818
is_linear=0
shrinkage=0.0343234


Tree=3043
num_leaves=31
num_cat=0
split_feature=1 4 148 13 12 40 2 4 2 12 15 376 132 160 4 12 52 52 43 15 15 12 49 2 16 16 52 16 52 3
split_gain=2.29114 0.492099 0.344782 0.298315 0.289888 0.31798 0.289679 0.276078 0.251174 0.246119 0.242664 0.23986 0.236422 0.345146 0.260595 0.331074 0.327566 0.516105 0.290449 0.248284 0.296778 0.33425 0.300741 0.286151 0.237609 0.364684 0.228052 0.208701 0.204654 0.210084
threshold=0.10312500000000001 0.27287000000000006 -0.066239999999999979 -0.28558999999999996 -0.010834999999999999 -0.0061149999999999998 0.25063000000000007 0.40124500000000002 0.094835000000000017 -0.029094999999999999 -1.0000000180025095e-35 0.080200000000000007 0.08518000000000002 -0.067824999999999983 -0.072334999999999997 0.09857500000000001 0.10744000000000002 -0.081934999999999994 -0.078469999999999984 -0.11033999999999998 0.10772500000000002 0.10866500000000003 0.085970000000000005 0.10402500000000002 0.054560000000000004 -0.070454999999999976 -0.45478499999999994 -0.53943499999999989 0.12492500000000002 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 11 28 8 27 10 -10 -5 14 -14 15 16 17 -11 24 -20 21 22 -21 -23 25 -16 -26 -1 29 -3
right_child=1 6 3 4 -6 -7 -8 -9 9 12 -12 -13 13 -15 18 -17 -18 -19 19 20 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0084978563315622774 0.00018690949736212441 0.0038176581186736744 0.0019445311816850279 0.0065282155305781608 0.0051076386183632819 -0.00041111749000299924 -0.0012419828955917331 0.0015964513931805329 0.0041245030351899541 0.0067787963886861173 9.4626721328299715e-05 0.0027234507050956413 -0.0004156293334137012 0.0045709183188599092 0.0055322547141139896 0.003770849348838398 0.0039294995988953712 0.01292643558571446 0.0066793886690872549 -0.00055201722090220378 0.0053895430095673982 0.0076352966043835681 0.0032057762584337055 0.0025867388109379781 0.0068734201540404435 0.010817921856792269 0.00261115380774636 0.0053962756970744813 0.0050331879561411877 0.0016652861473192544
leaf_weight=23 25 62 57 26 231 22 24 22 54 50 22 52 20 53 36 35 21 20 34 37 72 23 56 24 24 22 29 1714 29 202
leaf_count=23 25 62 57 26 231 22 24 22 54 50 22 52 20 53 36 35 21 20 34 37 72 23 56 24 24 22 29 1714 29 202
internal_value=0 0.00313277 0.00386848 0.0041057 0.00447786 0.00302308 0.00217425 0.00520296 0.00523646 0.00468433 0.00295796 0.00399171 0.00492031 0.00320474 0.0051796 0.00644419 0.0074724 0.00853526 0.00473328 0.00411357 0.00370207 0.00283423 0.00171074 0.00505731 0.00610668 0.00753716 0.00454124 0.00543734 0.00245408 0.00217077
internal_weight=0 730 413 388 331 100 317 2391 2369 632 76 78 556 73 483 126 91 70 357 246 212 140 93 47 111 58 53 1737 293 264
internal_count=3121 730 413 388 331 100 317 2391 2369 632 76 78 556 73 483 126 91 70 357 246 212 140 93 47 111 58 53 1737 293 264
is_linear=0
shrinkage=0.0323437


Tree=3044
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 2 1 4 14 2 2 50 2 4 2 11 1 4 15 49 51 1 15 12 3 0 15 42 4
split_gain=58.7771 9.44815 6.25896 5.28307 3.43035 3.25406 2.48707 2.46059 1.83193 1.72277 1.61285 1.396 1.17809 1.02387 1.13222 1.01476 0.994996 0.969938 1.7121 0.966831 0.806084 0.794259 0.694512 0.673633 0.656712 0.687821 0.650722 0.624979 0.589729 0.844201
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089775000000000008 0.09253500000000002 0.40473500000000007 0.062655000000000016 -1.0000000180025095e-35 0.13754500000000003 0.041865000000000006 0.092235000000000025 -0.15464999999999998 0.094835000000000017 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.081924999999999984 -0.054984999999999992 -0.085989999999999997 0.11910500000000002 -0.059484999999999989 0.095780000000000018 -0.10831999999999999 -0.10151999999999999 -0.41942499999999994 0.086555000000000007 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 10 6 9 15 20 28 -3 16 19 -12 -15 -1 17 24 -19 26 -6 -16 -10 -17 25 -8 -4 -28 29 -5
right_child=1 2 12 5 8 -7 11 -9 22 -11 13 -13 -14 14 21 23 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016348359795253029 0.0014561087787718086 0.0005504744064540602 0.00066359613840189554 0.0018561988270592814 0.00092989002032670554 0.00071733144317803667 0.0012091735048755301 0.00083791023989366405 0.0010179997168074644 0.0018436504997532274 0.0011946625007844256 0.0010452344039914069 0.00071206750265837048 0.0012202854089466942 0.00039370639549283094 0.0013659970352379038 0.0016235211610442161 0.0015206982604171301 0.00088077163524019739 -4.3522543660773431e-05 0.0013595997557638306 0.00078927149886751091 0.0005588682801059415 0.00092866025194972431 0.0013508968427284561 0.0014887580776613881 0.00051445688060412255 0.00010442808204485609 0.001460936954984803 0.0015344472000824491
leaf_weight=26 76 101 22 30 20 20 34 67 25 60 25 37 30 20 20 29 77 27 33 24 69 183 22 22 301 387 23 31 441 839
leaf_count=26 76 101 22 30 20 20 34 67 25 60 25 37 30 20 20 29 77 27 33 24 69 183 22 22 301 387 23 31 441 839
internal_value=0 0.000829214 0.000751744 0.00145214 0.000850178 0.0014742 0.00148088 0.00110202 0.00110408 0.00153137 0.000751235 0.00140367 0.000384511 0.000832996 0.000792451 0.00133182 0.00141911 0.00139898 0.00116874 0.000286244 0.00126304 0.0007503 0.000803087 0.00117734 0.00141812 0.00146618 0.00039038 0.00027907 0.00151707 0.00154555
internal_weight=0 691 615 2430 485 2286 2266 144 136 1370 349 896 130 248 223 77 859 782 60 100 89 203 47 51 722 421 76 54 1310 869
internal_count=3121 691 615 2430 485 2286 2266 144 136 1370 349 896 130 248 223 77 859 782 60 100 89 203 47 51 722 421 76 54 1310 869
is_linear=0
shrinkage=0.00188464


Tree=3045
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 47 42 52 150 0 4 2 34 0 157 394 13 49 52 50 39 2 0 43 131 2 4
split_gain=53.433 9.09204 5.99389 4.51656 2.94882 2.93986 1.86192 1.83316 1.68597 1.55475 1.28445 1.4617 1.24396 1.13211 1.13118 1.42327 1.05412 0.953859 0.724657 0.693589 0.677181 0.666646 0.660407 0.637365 0.932679 0.635797 0.606787 0.509896 1.02882 0.488873
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.062655000000000016 0.0052350000000000009 0.13082500000000002 -0.0060199999999999993 0.039215000000000007 0.09487000000000001 -0.11173999999999999 0.40473500000000007 0.13754500000000003 -1.0000000180025095e-35 -0.07929499999999999 -0.028564999999999997 -0.079154999999999989 -0.016469999999999995 0.093835000000000016 0.12492500000000002 0.10917 0.084780000000000008 -0.0050599999999999994 -0.15599999999999997 0.064745000000000011 0.08844500000000001 0.31358000000000003 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 7 12 14 -5 11 17 25 29 15 -4 22 -9 -18 -17 -19 -3 -14 -11 -25 -1 -20 28 -16 -7
right_child=1 2 8 9 -6 13 -8 10 -10 23 -12 -13 16 -15 27 19 18 20 26 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013619118668798816 0.0014720208792578973 0.00078912117417202657 0.00035014052474428479 0.0014876605097360303 0.00099573993054484153 0.0015785577792114033 0.0017580769885044874 0.00095262930387260815 0.00093956449991792438 0.00063984635477254501 0.0015039132191237885 0.00076454814404581465 0.0015519626568938627 0.00089546088231926794 0.00040522082546099142 0.00063646662584568639 0.0010776421870149727 0.0014415165448252718 0.0014740702653220719 0.0010024465788253049 0.0012135650058123341 0.0011560458329000275 0.0014044055703438349 0.00073031710837659933 0.0012592377369562418 0.00095384147313033729 0.0012998503523417692 0.00063868939526728571 -8.6176198409846627e-05 0.0012357167073900662
leaf_weight=43 76 215 45 22 48 22 84 25 37 23 122 20 1015 30 74 50 20 121 524 31 80 20 126 22 28 21 86 20 20 51
leaf_count=43 76 215 45 22 48 22 84 25 37 23 122 20 1015 30 74 50 20 121 524 31 80 20 126 22 28 21 86 20 20 51
internal_value=0 0.000844754 0.000767238 0.00145057 0.00146728 0.00093904 0.00147718 0.00146647 0.000557603 0.00103969 0.00134264 0.00126266 0.0014913 0.00120984 0.000498717 0.00062425 0.00150082 0.00130675 0.0014377 0.000776533 0.00135079 0.000820349 0.00153567 0.000904686 0.00102651 0.00122801 0.00144951 0.00035997 0.000300668 0.00133904
internal_weight=0 691 615 2430 2335 338 2287 2203 277 95 368 246 1835 103 240 126 1771 226 630 81 201 235 1141 73 50 64 610 114 94 73
internal_count=3121 691 615 2430 2335 338 2287 2203 277 95 368 246 1835 103 240 126 1771 226 630 81 201 235 1141 73 50 64 610 114 94 73
is_linear=0
shrinkage=0.00192234


Tree=3046
num_leaves=31
num_cat=0
split_feature=1 1 457 124 10 0 34 123 15 13 2 1 475 52 16 481 156 3 132 49 4 1 403 49 2 2 475 475 16 15
split_gain=2.4837 0.666579 0.429213 0.375969 0.333301 0.354956 0.338032 0.340352 0.332584 0.327827 0.28012 0.396451 0.300507 0.314746 0.507262 0.363962 0.264482 0.237542 0.258007 0.285473 0.235527 0.220719 0.219986 0.217207 0.215542 0.299957 0.222898 0.513677 0.26474 0.420234
threshold=0.11829500000000003 0.091195000000000012 0.079590000000000008 -0.081324999999999981 -0.005834999999999999 -0.019414999999999998 -0.038779999999999995 0.12630500000000003 -0.24436499999999997 -0.28558999999999996 0.087625000000000022 0.08864000000000001 -0.088274999999999978 0.11125500000000001 -0.071854999999999988 -0.065229999999999996 0.10272000000000002 0.13524500000000003 0.081465000000000024 -0.087004999999999985 0.26450500000000005 0.10060500000000001 -0.51931999999999989 -0.084294999999999995 0.087245000000000003 0.086950000000000013 -0.084444999999999978 -0.016104999999999998 -0.008904999999999998 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 20 5 8 -6 9 -2 -8 12 -12 -1 23 -15 -16 -11 18 19 -5 -3 -4 -21 -14 25 26 -25 -28 -29 -30
right_child=4 2 21 17 6 -7 7 -9 -10 16 11 -13 13 14 15 -17 -18 -19 -20 22 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0024634662337474403 0.0039111059092445111 0.0034164541884615521 0.0042564063903208146 0.0079258916709807961 -0.0010270110877476915 -0.0028331279516064871 0.0014211076288815345 -0.00083507906486727818 -0.00084872187641541104 0.0035381601339542642 0.0049420402387770658 0.0011345072123448569 0.0088249348026432049 0.0068561258701642439 0.0043367206999393743 -0.001408214861003383 0.0071735067040890367 0.0021915207440840203 0.0022999676168700602 0.0017296098903158989 -0.00043662415016315219 0.0013267178637464481 0.0050029383396500496 0.0085867614654077003 0.0076517588633166081 0.0029081775194456151 0.0020050133655103428 0.0055648163771833663 0.0036094552788252764 0.0081538290493450988
leaf_weight=28 30 56 36 30 21 22 64 20 25 162 1106 26 22 28 21 20 21 33 34 20 20 71 411 25 52 36 34 534 24 89
leaf_count=28 30 56 36 30 21 22 64 20 25 162 1106 26 22 28 21 20 21 33 34 20 20 71 411 25 52 36 34 534 24 89
internal_value=0 0.00489545 0.00409158 0.00440676 0.00221998 0.000438783 0.00269621 0.00298904 0.00174755 0.00329869 0.00517494 0.00485459 0.00557213 0.00567049 0.00369389 0.00153431 0.00395533 0.00469526 0.00486217 0.00505114 0.00240249 0.00231241 0.00485104 0.00583763 0.00575486 0.00562192 0.0057603 0.00565653 0.00584842 0.00718865
internal_weight=0 2756 711 604 365 77 288 267 55 247 2045 1132 913 885 69 41 183 528 495 461 76 107 431 816 794 742 706 681 647 113
internal_count=3121 2756 711 604 365 77 288 267 55 247 2045 1132 913 885 69 41 183 528 495 461 76 107 431 816 794 742 706 681 647 113
is_linear=0
shrinkage=0.0304782


Tree=3047
num_leaves=31
num_cat=0
split_feature=1 1 10 124 13 457 401 0 40 123 151 2 2 0 15 10 4 0 2 0 480 4 1420 1429 13 43 16 48 3 474
split_gain=2.01749 0.507386 0.317798 0.30967 0.326237 0.320071 0.298265 0.297095 0.40634 0.288628 0.286275 0.274239 0.257874 0.457265 0.224147 0.208271 0.327866 0.246303 0.204292 0.193405 0.193266 0.405022 0.202986 0.271055 0.369294 0.407647 0.320478 0.525954 0.349455 0.33893
threshold=0.11690500000000002 0.091195000000000012 -0.005834999999999999 -0.081719999999999987 -0.0079349999999999993 0.045365000000000009 0.085605000000000014 -0.08867499999999999 -0.077714999999999992 0.12630500000000003 0.077805000000000013 0.11510000000000002 0.10774000000000002 0.034820000000000011 -0.022504999999999997 1.0000000180025095e-35 0.50996500000000011 0.010870000000000003 0.116525 -0.076899999999999982 -0.080264999999999989 -0.023539999999999995 -0.052439999999999994 0.084770000000000012 -0.051094999999999995 -0.081944999999999976 0.19444000000000003 0.092065000000000022 -0.094874999999999987 0.090025000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 4 -3 10 9 -2 -9 15 11 -5 20 19 -7 17 -17 18 -4 -14 21 -1 -22 26 25 -25 29 28 -28 -24
right_child=2 3 6 5 -6 14 -8 8 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.010461487232544753 0.0031744493066820593 0.0032350774996605901 0.0047385167332781673 0.0046212937404453919 -0.0011735091189585497 0.0033519595934618693 -0.00080332113012050938 0.0012932185931731355 -0.0045337999885881825 -0.00079757337964893944 0.0080477768914772891 0.0021118938570513024 0.0021346745259875066 -2.4088127095777015e-05 -0.00056634684945304373 -0.0018596383788302858 0.0038026732349292808 0.0067971392000543158 0.0025428064488239753 0.0048670165992537881 0.006807235013454687 0.0044222501343879487 0.005221600424467886 0.0070612270073673296 0.00013901597613506274 0.0017553018228941102 0.0081931798115173309 -0.0011550292629114169 0.0031883442531689971 0.0011775697221912504
leaf_weight=21 26 87 66 427 22 56 24 31 21 20 23 51 32 27 21 20 23 23 135 177 64 26 1491 33 28 28 20 22 54 22
leaf_count=21 26 87 66 427 22 56 24 31 21 20 23 51 32 27 21 20 23 23 135 177 64 26 1491 33 28 28 20 22 54 22
internal_value=0 0.00468704 0.00219745 0.00392656 0.00234527 0.00422477 0.00266043 0.000351483 -0.00106 0.00295008 0.00452315 0.00435355 0.00494252 0.00393695 0.00228333 0.0032308 0.00116904 0.00362659 0.00326379 0.00444867 0.0050737 0.00712063 0.0050191 0.00495171 0.00321417 0.00462572 0.00504782 0.00323566 0.004541 0.0051628
internal_weight=0 2732 389 687 109 578 311 78 52 287 501 478 2045 236 77 267 43 224 201 209 1809 47 1762 1698 89 61 1609 96 74 1513
internal_count=3121 2732 389 687 109 578 311 78 52 287 501 478 2045 236 77 267 43 224 201 209 1809 47 1762 1698 89 61 1609 96 74 1513
is_linear=0
shrinkage=0.0323437


Tree=3048
num_leaves=31
num_cat=0
split_feature=1 44 1 0 3 376 456 4 1 16 3 2 12 157 15 41 1210 4 4 150 15 483 1213 403 43 4 16 52 4 12
split_gain=1.63417 0.458966 0.507406 0.489625 0.370142 0.34832 0.350731 0.302841 0.264938 0.255415 0.223524 0.269099 0.259606 0.236073 0.205853 0.203151 0.235719 0.290176 0.236585 0.263115 0.312903 0.271052 0.197469 0.338745 0.196792 0.259246 0.195719 0.232877 0.225366 0.224543
threshold=0.11690500000000002 0.081805000000000017 0.089625000000000024 -0.13027499999999997 -0.022174999999999997 0.083785000000000012 0.060100000000000008 -0.011559999999999999 0.16773500000000005 -0.0092699999999999987 0.10732000000000001 0.15109000000000003 0.088245000000000004 -0.11947499999999998 -0.083359999999999976 0.076195000000000013 -1.0000000180025095e-35 -0.080584999999999976 -0.015039999999999998 0.08882000000000001 -0.076244999999999993 1.0000000180025095e-35 -0.077179999999999985 0.0071950000000000009 0.042785000000000004 -0.068329999999999988 -0.084119999999999986 -0.56176499999999996 -0.0035949999999999997 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 6 22 -6 -2 14 11 12 13 -1 -9 16 17 -14 24 20 21 -20 -5 26 -18 -26 28 -28 -24 -29
right_child=8 -3 3 5 7 -7 -8 9 -10 -11 -12 -13 15 -15 -16 -17 18 -19 19 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.0076135185275606034 0.0021042901533849826 0.0078156903457947732 -0.00077126656699245098 0.0064385318235793227 0.0062220895427482336 0.00083549014090901898 0.0073196161971024075 0.0018806124976122943 -0.0013355035901359954 -0.00086119746028736558 0.0012943958109659663 0.00072595188654879094 0.00049076567098433233 0.0046127078000714082 0.0047987507870802951 0.00086406897779160447 0.0050304628021677414 0.0038485944620812252 0.0035652824335887594 0.0065972855114979556 0.0020326554479268653 0.0069396466052993478 0.007770909379989705 -0.0003034204580404183 0.0043663182799353979 0.00080891560866413841 0.0055879583550443816 0.0016313238957113769 0.0042238973139697641 0.0036436050764532477
leaf_weight=26 366 31 38 26 20 36 29 80 23 23 24 20 38 993 33 20 350 72 129 25 115 28 23 20 83 26 45 69 70 240
leaf_count=26 366 31 38 26 20 36 29 80 23 23 24 20 38 993 33 20 350 72 129 25 115 28 23 20 83 26 45 69 70 240
internal_value=0 0.00405454 0.00401137 0.0033254 0.00198007 0.00379313 0.00399711 0.00265027 0.00190091 0.002125 0.00427604 0.00431321 0.00435087 0.00468927 0.00273281 0.00396168 0.00403322 0.00268862 0.00422886 0.00354518 0.00326466 0.00416708 0.00380167 0.00365486 0.00467124 0.00351776 0.00383197 0.00349854 0.00510112 0.00319426
internal_weight=0 2732 2701 752 194 558 522 156 389 136 1949 1925 1905 1019 113 886 866 110 756 297 272 157 493 467 459 109 447 354 93 309
internal_count=3121 2732 2701 752 194 558 522 156 389 136 1949 1925 1905 1019 113 886 866 110 756 297 272 157 493 467 459 109 447 354 93 309
is_linear=0
shrinkage=0.0310878


Tree=3049
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 4 0 401 4 4 0 3 2 123 13 1176 41 52 43 130 13 4 13 15 12 1 1 15 157 150
split_gain=1.37899 0.535478 0.46876 0.336083 0.346275 0.262525 0.381317 0.318371 0.810811 0.31654 0.308882 0.312266 0.255595 0.241931 0.213121 0.212736 0.21094 0.206826 0.205127 0.196139 0.20278 0.316596 0.276879 0.193543 0.190405 0.187342 0.29905 0.337546 0.23839 0.232801
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 -0.082249999999999976 -0.087084999999999982 0.080190000000000011 -0.08835999999999998 -0.55119499999999988 -0.019414999999999998 0.11296500000000002 0.25063000000000007 0.083965000000000012 -0.082574999999999982 0.086345000000000019 0.093020000000000019 0.11277500000000001 0.10366000000000002 0.095135000000000011 -0.085744999999999988 -0.083249999999999977 -0.07743499999999999 0.085465000000000013 0.085700000000000012 0.091785000000000019 0.09253500000000002 -0.085319999999999993 -1.0000000180025095e-35 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 6 14 9 -9 -8 11 15 16 -1 -5 25 18 19 -2 20 -11 22 -22 24 -16 -7 -27 29 -29 -28
right_child=12 -3 -4 4 -6 10 7 8 -10 17 -12 -13 -14 -15 23 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0014050528105536925 0.0020050915438709887 -0.00030880109668911482 0.0011290095443766501 0.0084689650441280191 0.0071627597559095427 0.0040348037945180599 0.0081108472852901882 -0.0030276147646966347 0.0057406220427512105 0.0019372086824108318 0.0005750170862967931 0.0003222318623432905 -0.0015802021962351034 0.0033162888202634922 0.0089824076572767274 0.0071976056381269663 0.0052293603045251678 0.0016662015888206363 -0.00086006008209898457 0.0012930637163612937 0.0076048504549480036 0.0081999807456945139 0.0042529118508327426 0.0034935717718778759 0.0050201525682109635 -0.00043072044683816472 0.0028375525958807624 0.0017687265341093351 0.0046147310915994472 -0.00053131101211647007
leaf_weight=21 291 33 64 33 38 1412 24 22 24 30 32 27 24 27 22 21 20 32 30 21 29 27 357 36 33 23 97 38 204 29
leaf_count=21 291 33 64 33 38 1412 24 22 24 30 32 27 24 27 22 21 20 32 30 21 29 27 357 36 33 23 97 38 204 29
internal_value=0 0.00386843 0.00391905 0.00398621 0.0040365 0.00399033 0.00454082 0.00417782 0.00154712 0.00441054 0.0037886 0.00384416 0.00171053 0.0012507 0.00619776 0.00389629 0.00194213 0.00423149 0.00173732 0.00440841 0.00455609 0.00474632 0.00450474 0.00537414 0.00660505 0.00385784 0.00321878 0.00344688 0.00416784 0.00206218
internal_weight=0 2756 2723 2659 2611 2573 690 566 46 520 1883 1851 365 48 124 1824 341 496 321 464 443 413 386 91 55 1803 391 368 242 126
internal_count=3121 2756 2723 2659 2611 2573 690 566 46 520 1883 1851 365 48 124 1824 341 496 321 464 443 413 386 91 55 1803 391 368 242 126
is_linear=0
shrinkage=0.0329906


Tree=3050
num_leaves=31
num_cat=0
split_feature=4 2 3 106 44 52 159 3 12 12 457 39 13 0 4 0 0 42 2 1212 4 52 151 150 1456 1456 1451 52 52 3
split_gain=1.11698 0.433737 0.379696 0.283301 0.256769 0.225233 0.262824 0.248376 0.260437 0.270096 0.219403 0.200702 0.382177 0.214693 0.172165 0.267406 0.246905 0.420583 0.859507 0.215258 0.196705 0.19819 0.192012 0.199428 0.176903 0.30206 0.273351 0.183012 0.243428 0.165903
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.081805000000000017 0.039215000000000007 0.10620500000000001 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 0.31508000000000008 0.10076500000000001 0.27266500000000005 -0.064754999999999993 -0.085594999999999991 -0.019414999999999998 -0.086284999999999987 0.084635000000000016 0.090675000000000019 0.037395000000000005 -0.52556499999999995 0.10024500000000001 0.26900000000000007 0.11819500000000001 0.088395000000000015 0.056265000000000009 0.089825000000000002 0.060015000000000006 -0.011499999999999998 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 7 -7 8 -2 -10 11 12 14 -13 16 22 19 20 -19 -1 -18 -22 23 24 25 26 29 28 -26 -16
right_child=5 -3 -4 -5 -6 6 -8 -9 9 -11 -12 13 -14 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0043190501516903205 0.0044060231116713425 -0.00024678588711664334 0.00090227537672588195 0.00040156835771471461 0.0056416682438799187 0.003646531983143578 0.00040331391800049212 -0.0019814822410180099 -0.0020196155152199997 0.0012684178171687992 0.00045282474224827955 0.0029972116453854916 0.0068521093629863947 -0.0007867250125396895 0.0025087110767728301 0.00013859577998779013 0.0059561211335189901 -0.0038490688689853058 0.0039910630120347087 0.0077046304877116086 0.0037020568698619542 0.00068831187096451475 0.00040767686743861989 0.0056143539492280823 0.0025027398854819078 0.0048330708588860448 0.0064233464894646146 0.003563028102429032 -0.001305211269840161 0.0032116435122087608
leaf_weight=83 20 33 64 31 37 65 32 23 24 201 25 31 25 22 367 26 31 20 30 20 294 20 22 28 34 91 21 35 25 1341
leaf_count=83 20 33 64 31 37 65 32 23 24 201 25 31 25 22 367 26 31 20 30 20 294 20 22 28 34 91 21 35 25 1341
internal_value=0 0.00309155 0.00313201 0.00318567 0.00321852 0.00136701 0.0025766 0.000929207 0.00120246 0.000917694 0.00318391 0.00321052 0.00324815 0.00142652 0.00321193 0.00309003 0.00369907 0.00336598 0.00085501 0.00497644 0.00372989 0.0035101 0.0031291 0.00315993 0.00312402 0.00318803 0.00310145 0.00188478 0.000889201 0.0030606
internal_weight=0 2756 2723 2659 2628 365 97 268 245 225 2591 2566 2513 53 2488 1990 498 395 50 103 345 314 1964 1942 1914 1820 1729 94 59 1708
internal_count=3121 2756 2723 2659 2628 365 97 268 245 225 2591 2566 2513 53 2488 1990 498 395 50 103 345 314 1964 1942 1914 1820 1729 94 59 1708
is_linear=0
shrinkage=0.0292947


Tree=3051
num_leaves=31
num_cat=0
split_feature=4 2 3 106 15 49 39 2 2 457 34 2 48 49 1426 12 4 52 1452 43 2 52 1212 42 402 402 402 16 15 157
split_gain=0.904756 0.351327 0.307553 0.229473 0.226151 0.221897 0.201761 0.341014 0.271096 0.236375 0.232244 0.191358 0.19033 0.232638 0.160491 0.171828 0.248686 0.243606 0.261769 0.268706 0.662095 0.518091 0.281116 0.457318 0.227806 0.261755 0.372834 0.318929 0.423078 0.199713
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 -0.14809499999999998 0.089420000000000013 0.08568000000000002 -0.033169999999999991 0.096015000000000017 0.31508000000000008 -0.0011599999999999998 0.25063000000000007 0.12118000000000002 1.0000000180025095e-35 -0.094284999999999994 0.087830000000000005 -0.49405499999999997 0.5140450000000002 0.091225000000000014 0.0034250000000000005 0.088225000000000012 0.029970000000000007 -0.064959999999999976 0.086375000000000021 0.2506000000000001 0.086055000000000006 0.033490000000000006 -0.078844999999999985 0.087825000000000014 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -9 10 -6 12 13 -2 -12 16 -16 18 19 22 21 -21 23 -18 25 26 29 28 -27 -17
right_child=11 -3 -4 -5 6 -7 7 8 -10 -11 14 -13 -14 -15 15 24 17 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.006552932296470239 0.0014066095137020996 -0.00025012885666222305 0.00091449774729649564 0.00040700806973875854 0.0068399977528077836 0.0034343075887162604 -0.0019121401017274046 0.0046440447755778319 0.0013129598528920441 -0.00030168112438042207 0.0061410612676541798 -0.0014618120243889 -0.0011269875180198892 0.0038032199170821837 0.0054809891357463477 0.0015829576445062544 0.0035880974046992305 -1.7989653785097508e-06 0.0069862529745198885 0.0074524090550042868 -0.0023918347711536993 0.0013492808493703024 0.0034513006124544747 0.0098750788777070206 -0.00025673593221706614 0.0038063359659623779 -0.0014679179593621874 0.0031893533263759803 0.0096407253511811668 0.0031062926537515673
leaf_weight=44 262 33 64 31 20 57 21 45 65 20 21 24 26 53 69 103 34 22 23 24 29 41 743 20 23 31 21 94 24 1034
leaf_count=44 262 33 64 31 20 57 21 45 65 20 21 24 26 53 69 103 34 22 23 24 29 41 743 20 23 31 21 94 24 1034
internal_value=0 0.00313343 0.00317443 0.00322883 0.00326211 0.00479292 0.00320093 0.00194022 0.00267568 0.00326986 0.00329992 0.00138553 0.00158593 0.00180985 0.00326987 0.00324405 0.00356961 0.00342871 0.00351128 0.00342158 0.00175335 0.00360274 0.00361834 0.00591661 0.00299804 0.00305532 0.00288785 0.00435687 0.00635225 0.00296829
internal_weight=0 2756 2723 2659 2628 101 2527 131 110 2396 2376 365 341 315 2356 2335 1005 936 914 891 94 65 797 54 1330 1307 1158 149 55 1137
internal_count=3121 2756 2723 2659 2628 101 2527 131 110 2396 2376 365 341 315 2356 2335 1005 936 914 891 94 65 797 54 1330 1307 1158 149 55 1137
is_linear=0
shrinkage=0.0329906


Tree=3052
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 2 2 2 4 52 2 47 14 0 4 15 3 15 10 1 160 12 12 3 42
split_gain=96.8931 15.4726 9.05116 8.06332 6.17481 4.82136 3.68001 3.60789 2.88556 2.6723 2.2491 2.09791 2.02715 1.37268 1.07177 0.97411 0.954017 0.8681 0.859875 0.801724 0.736615 0.649496 0.648348 0.850035 0.640701 0.608993 0.606473 0.585686 0.745176 1.04567
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.14960000000000004 0.089885000000000007 0.27834500000000006 -0.56176499999999996 0.094835000000000017 0.090100000000000013 0.097795000000000007 -0.23051499999999997 -0.0070899999999999991 -0.059484999999999989 -0.010424999999999999 -0.40580499999999992 -0.38124499999999995 0.086920000000000011 -0.067824999999999983 0.082480000000000012 0.095780000000000018 -0.10831999999999999 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 16 6 9 15 11 12 19 13 24 -4 -14 -1 -3 -11 -16 -6 -17 -15 -13 -24 -5 -23 -26 28 29 -20
right_child=1 2 8 5 10 -7 -8 -9 -10 17 -12 22 14 21 18 20 -18 -19 27 -21 -22 25 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0016941386043531088 0.0015938195537128677 0.00063466140140665218 0.00073256325067530819 0.0016767718113579737 0.0017527145681267562 0.00077333731009242507 0.0010045523793352229 0.00079788583505642594 0.00088936167358125791 0.002051005967500638 0.00073624483381283274 0.00027861337123865287 0.0018163290785227649 0.00052321978681664093 0.0011450606809512321 0.001445336237513498 0.00098402031016823067 0.0015946311669575277 0.0011929881634687549 0.0013043411864217295 0.00098223097312246667 0.00048656739408984662 0.00016785990863949667 -0.00033862967057303727 0.0013688997286369015 0.00011199063486704617 0.0016106655484118971 0.0014576880910410258 0.0015972162980412942 0.0017291372144213094
leaf_weight=28 71 192 43 927 20 26 37 66 37 67 23 30 45 42 23 30 34 20 41 56 22 23 25 24 43 53 354 308 391 20
leaf_count=28 71 192 43 927 20 26 37 66 37 67 23 30 45 42 23 30 34 20 41 56 22 23 25 24 43 53 354 308 391 20
internal_value=0 0.000745082 0.000644982 0.00156867 0.000862593 0.00159645 0.00160586 0.00113059 0.000389661 0.00161579 0.00126294 0.000312624 0.00160244 0.000438522 0.00152783 0.00140506 0.00068722 0.00194609 0.00151125 0.00142233 0.00124941 0.000331371 5.60479e-05 -8.02166e-05 0.0016491 0.000225349 0.00158448 0.00152234 0.00156639 0.00136877
internal_weight=0 673 602 2448 325 2302 2276 146 277 2239 99 240 2152 161 828 80 226 87 783 76 52 118 79 49 1324 76 397 760 452 61
internal_count=3121 673 602 2448 325 2302 2276 146 277 2239 99 240 2152 161 828 80 226 87 783 76 52 118 79 49 1324 76 397 760 452 61
is_linear=0
shrinkage=0.00192234


Tree=3053
num_leaves=31
num_cat=0
split_feature=1 2 1 1456 400 45 0 43 457 0 1213 403 130 13 39 47 47 159 13 3 52 1 9 10 9 4 4 15 2 4
split_gain=1.01456 0.325513 0.26977 0.342419 0.303484 0.231637 0.271993 0.269112 0.195182 0.253768 0.193286 0.227223 0.195275 0.174306 0.179439 0.170801 0.246792 0.212215 0.320508 0.183013 0.394036 0.220978 0.166502 0.211186 0.38311 0.177075 0.192279 0.17762 0.264683 0.303409
threshold=0.12000500000000001 0.15609500000000001 0.089625000000000024 -0.083354999999999999 -0.080934999999999993 0.083445000000000005 -0.15090499999999998 -0.078654999999999989 0.10613500000000002 -0.23811499999999999 -0.077179999999999985 0.08332500000000001 -0.0060099999999999989 -0.17933499999999997 0.085330000000000003 0.09364500000000002 0.089360000000000009 0.10203000000000001 -0.083764999999999992 -0.073884999999999992 0.0060650000000000009 0.097115000000000021 0.099965000000000012 -0.39840999999999999 -0.084244999999999987 0.50822500000000004 0.51608000000000009 -0.41942499999999994 0.116525 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 9 -9 -8 12 -12 -14 15 16 17 18 -15 20 -20 -21 23 -2 -25 27 -27 -26 -29 -30
right_child=22 -3 3 4 5 -7 10 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 19 21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.0036655192489633676 0.0050971482319379612 -0.00083352555866947537 0.0067838371030398883 -0.0014833511037026694 -0.0022494472819695123 0.0066034357377997965 0.0060912685263841545 0.00041585879117481107 -0.0010338259679632785 0.0045323707328469073 0.0063202707465120607 -0.00046306866935854084 0.00073068755864164742 0.0069297267848452415 0.0017445350021110841 0.0019986827663490284 0.0074544188268579137 0.00021835525726270581 0.003423459018352872 0.0073692410155767885 -0.0012117409211623185 0.0033950307645446748 -0.001035042716420347 -0.0030619178474497579 0.0051668312218527898 -0.001719396315127894 0.0017698040653377652 0.0037756450052210365 0.0037876728986207709 -0.00049884035869115877
leaf_weight=1950 20 22 27 20 22 20 25 31 20 45 22 23 40 35 94 82 21 22 166 27 26 47 32 22 24 32 49 59 29 67
leaf_count=1950 20 22 27 20 22 20 25 31 20 45 22 23 40 35 94 82 21 22 166 27 26 47 32 22 24 32 49 59 29 67
internal_value=0 0.00340821 0.00344196 0.00290705 0.00277421 0.00288509 0.00278567 0.00124308 0.00204346 0.00285327 0.00307459 0.00294994 0.00308482 0.00295771 0.00312902 0.00343452 0.00377678 0.00353768 0.00378028 0.00336588 0.00279578 0.00484508 0.00136631 0.00162075 0.0013742 0.00174957 0.000391355 0.00236417 0.00193021 0.000796044
internal_weight=0 2787 2765 815 788 768 748 118 96 76 630 605 582 560 520 426 344 323 301 266 192 74 334 302 282 260 81 179 155 96
internal_count=3121 2787 2765 815 788 768 748 118 96 76 630 605 582 560 520 426 344 323 301 266 192 74 334 302 282 260 81 179 155 96
is_linear=0
shrinkage=0.0350099


Tree=3054
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 16 4 2 13 0 15 2 47 4 12 457 39 1 10 131 51 133 2 4 42
split_gain=74.8758 12.2052 7.47205 5.95054 5.23108 4.02602 2.68622 2.323 2.06555 2.01807 1.77854 1.38307 1.37041 0.899936 0.871674 2.22906 0.8359 0.732607 1.82198 0.732085 0.773448 0.77769 0.726573 0.675088 0.673444 0.65184 0.808116 0.637856 0.61162 0.65922
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.092845000000000025 -0.52595999999999987 0.24564500000000003 0.17025000000000004 -0.004174999999999999 -0.11173999999999999 -0.11713499999999999 0.14122000000000004 0.090100000000000013 0.40473500000000007 0.095780000000000018 0.080930000000000016 0.089790000000000023 0.083345000000000016 -0.38124499999999995 0.091440000000000007 -0.085989999999999997 0.089405000000000012 0.087995000000000004 0.0061450000000000003 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 16 7 -6 11 10 -5 -7 14 13 -4 15 -1 17 25 -19 20 21 -12 -17 -14 -2 -3 -27 -24 29 -16
right_child=1 2 12 9 6 8 -8 -9 -10 -11 19 -13 23 -15 28 22 -18 18 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020345737246662107 0.001746862536129781 0.00052801051347361083 0.00049288541021881994 0.0015138704468206777 0.0014818177180404687 0.0010020839051490713 0.00086538766984155984 0.0020262116529115972 0.0010917740156098984 0.00095423211802213997 0.0016873710136778438 0.0012168228090063526 0.00041167153489101148 0.0008417738461746272 0.0017346001853227654 0.0015976819900948426 0.00053659270819029798 0.0013377252694516575 0.00063753750422675982 0.0014893911914771105 0.0012886191677225587 0.0013090291619532997 0.0014340276680899161 -3.8412635701150531e-05 0.0013420217953447496 0.00090322583372141418 0.00057174034905527736 0.00099481986653267513 0.0015518269467168925 0.0016522714257515129
leaf_weight=22 54 25 85 37 83 21 36 70 39 60 238 23 29 38 894 27 31 33 22 262 22 21 23 20 20 166 31 24 102 563
leaf_count=22 54 25 85 37 83 21 36 70 39 60 238 23 29 38 894 27 31 33 22 262 22 21 23 20 20 166 31 24 102 563
internal_value=0 0.000915354 0.000826148 0.00162515 0.000959742 0.00164403 0.00129533 0.00168983 0.00151124 0.0011677 0.00154024 0.0016758 0.000494494 0.000600672 0.00168218 0.00150788 0.000830081 0.000862926 0.00105765 0.00156106 0.00162788 0.00165669 0.00135129 0.000227964 0.00163745 0.000814683 0.000851063 0.00120975 0.00169291 0.00170279
internal_weight=0 673 599 2448 427 2351 119 1748 603 97 564 1678 172 123 1655 96 308 277 55 543 281 259 74 49 74 222 197 47 1559 1457
internal_count=3121 673 599 2448 427 2351 119 1748 603 97 564 1678 172 123 1655 96 308 277 55 543 281 259 74 49 74 222 197 47 1559 1457
is_linear=0
shrinkage=0.00188464


Tree=3055
num_leaves=31
num_cat=0
split_feature=1 9 123 2 44 147 52 14 1447 4 1446 13 13 52 52 52 124 42 42 0 4 52 483 12 12 3 1429 4 0 160
split_gain=1.06227 0.318426 0.365656 0.314325 0.246817 0.239729 0.3204 0.221987 0.216247 0.207023 0.202829 0.192211 0.37461 0.409445 0.271638 0.471645 0.230243 0.215695 0.340938 0.25912 0.431034 0.402102 0.239622 0.232557 0.418527 0.237766 0.231005 0.224738 0.23594 0.182576
threshold=0.12000500000000001 -1.0000000180025095e-35 0.083965000000000012 0.10188000000000001 1.0000000180025095e-35 0.089365000000000014 -0.087769999999999987 0.054835000000000009 -0.074869999999999978 -0.50427999999999995 0.11581000000000001 0.030370000000000005 0.14871000000000004 0.10347000000000002 0.08568000000000002 -1.0000000180025095e-35 -0.083859999999999976 0.084835000000000008 0.084695000000000006 -0.10836499999999999 -0.0016099999999999997 -0.046924999999999988 -1.0000000180025095e-35 0.083785000000000012 0.084100000000000022 -0.096544999999999978 0.084545000000000009 -0.082249999999999976 -0.084384999999999988 -0.24213499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 10 -5 -10 11 16 13 14 15 -13 -3 18 19 20 -18 -22 -19 -24 -25 -26 -21 28 -27 -11
right_child=-2 3 -4 8 -6 6 -8 -9 9 29 -12 12 -14 -15 -16 -17 17 22 -20 26 21 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.0027194195922891598 0.0014031792255902317 0.0010512598419883509 0.0034242279757403463 -0.00067500017949021678 0.0074983282058625573 0.0040256032298859306 -0.001901608561177116 0.0054068563043987525 0.0056852280469659759 0.0051435842895857734 0.0070830127801062969 0.0034064817137722503 0.0041898531379052587 -0.0030328442834117327 0.0047170325531182998 -0.0028407103031259768 -0.0007924988541540823 0.0053072551763687055 0.0084971071695392666 0.0041369757899394509 0.00043513625395460813 0.0064758886584965134 0.0059980547017623453 -0.001802713376594616 -5.6444251161457568e-05 0.0084834915210050231 0.0068860306255944951 0.0031949722477803552 0.0032744432701407086 0.0026541281736436749
leaf_weight=21 334 37 25 20 20 22 21 88 31 37 20 35 98 21 34 24 33 71 21 688 21 34 34 20 25 20 38 647 21 560
leaf_count=21 334 37 25 20 20 22 21 88 31 37 20 35 98 21 34 24 33 71 21 688 21 34 34 20 25 20 38 647 21 560
internal_value=0 0.00345158 0.000619519 0.0034991 0.00370362 0.00366701 0.00113092 0.00372073 0.00283853 0.00295042 0.00364432 0.00360854 0.0026337 0.00129596 0.00227343 0.000865251 0.0037294 0.00378863 0.00417906 0.00406766 0.0023087 0.00416942 0.0033996 0.00322301 0.00309429 0.00323165 0.00428087 0.00335113 0.00581544 0.00280842
internal_weight=0 2787 46 2741 2093 2073 43 2030 648 628 1942 1922 212 114 93 59 1710 1673 835 814 88 55 838 767 733 713 726 688 41 597
internal_count=3121 2787 46 2741 2093 2073 43 2030 648 628 1942 1922 212 114 93 59 1710 1673 835 814 88 55 838 767 733 713 726 688 41 597
is_linear=0
shrinkage=0.0343234


Tree=3056
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 4 14 2 4 15 10 0 1 1447 47 159 1 0 52 1 4 13 13 131 51
split_gain=78.7605 12.4192 7.27875 6.9629 4.30855 4.25268 3.66771 2.51514 2.45261 2.04147 1.9025 1.89654 1.65289 1.58335 1.07447 0.976877 0.92029 0.874591 0.806971 0.715933 0.658407 0.883697 0.924646 0.756173 0.912006 0.973641 0.587746 0.543131 0.50085 0.488965
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.089775000000000008 0.077845000000000011 0.40473500000000007 0.062655000000000016 0.14753000000000002 0.27834500000000006 -0.41942499999999994 -0.38124499999999995 -0.22491999999999998 0.090540000000000023 -0.082869999999999985 0.090100000000000013 0.082585000000000006 0.085110000000000005 -0.070154999999999981 -0.56176499999999996 0.083345000000000016 -0.14098499999999997 -1.0000000180025095e-35 -0.07743499999999999 0.09031500000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 6 8 12 11 -5 -6 17 13 -4 -14 -16 -10 -1 -18 29 23 22 -22 -20 27 -26 -15 -25 -2 -3
right_child=1 2 7 9 10 -7 -8 -9 16 -11 -12 -13 14 26 15 -17 18 -19 20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0016042854930743372 0.001637853156495703 0.00040585635251624288 0.00082050468335812573 0.0014376754357861667 0.0013734906344677752 0.00095912667000185253 0.00078968739331198386 0.00090996804388035642 0.001141206156783764 0.0008222381644295946 0.00078794451415104948 0.0019330215894050871 0.00044003553008295444 0.00029778740559081613 0.00027765378345954148 -0.00023686383359725332 0.0017449570564078349 0.0014770793453691268 0.0017053255677794898 0.00097816802197659303 0.0016227779528613939 0.0019622823507773881 0.0012138399867229813 0.0015267656097337932 0.0014017708336987681 0.00086208154133287035 0.00062289910355975723 0.0014053958817423096 0.0012965358728806698 0.00071042385221170145
leaf_weight=1081 47 22 40 28 70 48 24 37 31 69 29 59 32 86 25 30 40 245 38 34 84 20 27 208 30 21 27 395 24 170
leaf_count=1081 47 22 40 28 70 48 24 37 31 69 29 59 32 86 25 30 40 245 38 34 84 20 27 208 30 21 27 395 24 170
internal_value=0 0.000762084 0.000672403 0.00150462 0.000867549 0.00152545 0.00153725 0.000443442 0.00154512 0.00099989 0.00120197 0.00159579 0.00037152 0.000491818 0.000159961 -2.99219e-06 0.00146663 0.00158078 0.00147832 0.000721056 0.00146536 0.00159033 0.00152331 0.0014417 0.00142638 0.00117955 0.000375469 0.00144726 0.00152248 0.000675525
internal_weight=0 673 602 2448 325 2351 2303 277 2279 97 99 1385 240 153 87 55 894 1326 863 226 823 131 111 692 654 51 113 603 71 192
internal_count=3121 673 602 2448 325 2351 2303 277 2279 97 99 1385 240 153 87 55 894 1326 863 226 823 131 111 692 654 51 113 603 71 192
is_linear=0
shrinkage=0.00192234


Tree=3057
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 4 150 4 150 0 12 1 131 2 47 4 15 3 0 0 160 3 1
split_gain=118.637 19.1795 12.6936 10.1319 6.7088 6.03878 4.54065 3.50218 2.96585 2.63453 2.53524 2.42617 2.02893 1.92696 1.80726 1.85005 1.72347 1.14644 1.32987 1.0826 1.29565 1.05891 1.03777 1.03221 1.02292 0.982585 0.932074 0.826581 0.961049 0.814095
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.10672500000000001 0.14285500000000004 0.13501500000000002 0.27834500000000006 1.0000000180025095e-35 0.00063500000000000004 0.09487000000000001 -0.11173999999999999 0.087695000000000009 0.089770000000000016 0.082750000000000004 0.31358000000000003 0.090100000000000013 -0.49013999999999996 -0.028889999999999996 -0.13927999999999999 -0.060129999999999996 -0.14832499999999996 -0.067824999999999983 -0.010424999999999999 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 14 10 -5 29 12 13 -4 24 16 26 23 18 22 20 -12 -3 -18 -1 -7 -19 -16 -14 -29 -6
right_child=1 2 7 8 9 11 -8 -9 -10 -11 19 -13 27 -15 15 -17 17 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020186277126694558 0.0020756466351144844 0.0010570683935104382 0.0011901993473978918 0.0019825035164463866 0.0020926023075709134 0.0022032202073526855 0.0025982042229661145 0.0013109380627225353 0.0012407039000345509 0.0012004469819371704 0.00045811807258612502 0.0014858300238460203 0.00099540241748254468 0.0014630672996199577 0.0023781264689921046 0.0014961401928745462 0.0025409896215912941 0.0021207411323946775 0.0017579411610639888 0.00081545593068777064 -0.00010805138770271749 0.0014251318848068114 0.0022098572668363217 0.0014548315081182512 0.0019346073813566312 0.0018037970974293905 0.0019862404435105779 0.00083827066073399671 0.00040636178003065427 0.0016823566018401069
leaf_weight=30 74 192 39 28 39 62 76 34 69 27 59 48 23 29 25 27 37 741 23 20 20 34 639 20 338 38 218 32 47 33
leaf_count=30 74 192 39 28 39 62 76 34 69 27 59 48 23 29 25 27 37 741 23 20 20 34 639 20 338 38 218 32 47 33
internal_value=0 0.00115236 0.00103829 0.00206368 0.00129524 0.0020888 0.00213796 0.000733521 0.00145483 0.00171254 0.00065172 0.00189569 0.000817274 0.00194155 0.0021185 0.00197352 0.00214412 0.002156 0.00221252 0.00041593 0.000314784 0.00111244 0.00222798 0.00179311 0.00197624 0.00210528 0.00202656 0.000674685 0.000581312 0.00190457
internal_weight=0 673 599 2448 325 2351 1874 274 97 99 240 477 141 429 1798 270 1528 1478 699 99 79 226 676 50 400 779 243 102 79 72
internal_count=3121 673 599 2448 325 2351 1874 274 97 99 240 477 141 429 1798 270 1528 1478 699 99 79 226 676 50 400 779 243 102 79 72
is_linear=0
shrinkage=0.00192234


Tree=3058
num_leaves=31
num_cat=0
split_feature=1 2 0 4 3 132 3 30 44 14 11 4 4 16 3 49 1 10 124 130 123 49 151 51 11 41 2 2 43 12
split_gain=1.477 0.361267 0.250255 0.346452 0.247523 0.285113 0.270065 0.243713 0.229205 0.218767 0.295888 0.211713 0.469848 0.388395 0.204517 0.268028 0.19982 0.196086 0.20252 0.245595 0.199784 0.190215 0.195205 0.185559 0.184359 0.223073 0.172036 0.169632 0.175874 0.230965
threshold=0.11690500000000002 0.10188000000000001 -0.13843999999999998 0.42642000000000008 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.086065000000000016 1.0000000180025095e-35 0.076175000000000007 0.08740500000000001 -0.39518999999999993 -0.14098499999999997 0.25084500000000004 0.090900000000000009 -0.054319999999999993 0.07863500000000001 -0.005834999999999999 0.0049200000000000008 -0.0060099999999999989 0.087755000000000014 -0.088694999999999982 0.015440000000000001 0.24916000000000002 1.0000000180025095e-35 0.079395000000000007 0.14285500000000004 -0.090999999999999984 0.0016850000000000001 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 21 17 6 -6 8 9 10 11 13 -13 16 23 -16 -1 -2 19 -19 26 -3 -23 27 -11 -26 -21 -14 -29 -30
right_child=4 2 -4 -5 5 -7 -8 -9 -10 24 -12 12 14 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0063232327074763516 0.00046597744449087891 0.0048076015851806634 0.0039027287797306974 0.0066294652260468559 0.0005485820032474347 0.0035959185375321109 -0.0042971551176176365 0.0011580702377011673 0.0083164224427683588 0.0036557435834802653 7.715650670933659e-05 7.1038196799711869e-05 0.0020379019714615297 0.0034309120078804775 0.0050251375915897917 -0.00062731094824570912 0.010834736218976732 -0.00026833177516659873 -0.00031214083162358388 0.0048000005092848283 0.0015004924093420884 0.0017093974802591203 -0.0021721796509616793 0.0013748163085873133 0.0090361041509121141 0.0046155832581063899 0.0014351913160976324 0.0047594367840434757 0.00074286183850384377 0.0041317536678912581
leaf_weight=31 53 20 459 20 55 26 20 28 20 25 20 32 34 39 20 23 21 23 23 123 43 95 20 24 37 24 23 1407 28 305
leaf_count=31 53 20 459 20 55 26 20 28 20 25 20 32 34 39 20 23 21 23 23 123 43 95 20 24 37 24 23 1407 28 305
internal_value=0 0.00424647 0.00348378 0.00224316 0.0018946 0.000373493 -0.000743615 0.00446756 0.0045119 0.00447514 0.00439871 0.00444272 0.004361 0.00612478 0.00443556 0.00200173 0.00814519 0.00242804 0.00287055 0.00321584 0.00363984 0.00159334 0.00103434 0.00449377 0.00623841 0.00729688 0.00426993 0.00453596 0.00458478 0.0038468
internal_weight=0 2732 614 155 389 101 75 2118 2090 2070 1984 1964 1873 91 1841 43 52 288 235 212 189 135 115 1798 86 61 146 1774 1740 333
internal_count=3121 2732 614 155 389 101 75 2118 2090 2070 1984 1964 1873 91 1841 43 52 288 235 212 189 135 115 1798 86 61 146 1774 1740 333
is_linear=0
shrinkage=0.0357101


Tree=3059
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 2 2 1 14 2 4 0 3 160 16 3 10 475 156 42 3 2 131 1 157 151 42 47 0
split_gain=56.7506 10.3506 6.26802 5.64638 3.1562 2.88186 2.05002 1.81475 1.57993 1.42677 1.36026 1.27956 0.972278 0.941694 2.01889 0.931341 0.845078 0.808239 0.724725 0.690832 0.795793 1.07634 0.9007 0.63043 0.625962 0.615082 0.573217 0.538454 0.526667 0.52228
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.091265000000000013 0.17025000000000004 0.09253500000000002 0.062655000000000016 0.10672500000000001 0.40945500000000007 -0.23091999999999999 -0.12018999999999998 -0.037174999999999993 -0.0087049999999999992 0.30112000000000005 -0.38124499999999995 -0.08230999999999998 1.0000000180025095e-35 0.075730000000000006 -0.10831999999999999 0.10097500000000002 0.09031500000000002 0.087135000000000004 0.10891500000000003 -0.088784999999999989 0.090395000000000017 0.090100000000000013 -0.095504999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 5 4 6 26 9 11 -5 13 -7 16 -8 14 -1 -16 -4 -9 -14 20 21 22 -20 -2 -15 -21 -3 -22 -28 -26
right_child=1 2 7 8 -6 10 12 17 -10 -11 -12 -13 18 24 15 -17 -18 -19 19 25 27 -23 -24 -25 29 -27 28 -29 -30 -31
leaf_value=0.00089306350085226931 0.0016833903978762763 0.0010681978824968431 0.00094006055276327487 0.0013863386266199911 0.0010376951544624723 0.0013820303367571935 0.0010477367392023739 0.00043784751177624714 0.0008588580810188006 0.0018791282366888195 0.00086967643910373742 0.00053115794659258533 0.0016841252129828268 0.0016129698849381173 0.0013207156412880852 0.0019119389325964683 0.00049873091647345015 -5.8907366029041654e-05 0.0013457301533689686 0.0017372426247580621 0.001647344677843512 0.0014136263438613204 0.00080174447341080021 0.0012991988434900646 0.0013454571611532312 0.0013789729836762774 0.00077325741860657124 0.0014578043007847585 0.0010891847693554277 0.00154952532459435
leaf_weight=24 52 40 69 34 48 76 21 34 61 62 27 132 59 980 21 20 22 20 25 58 77 259 22 24 56 27 172 229 23 347
leaf_count=24 52 40 69 34 48 76 21 34 61 62 27 132 59 980 21 20 22 20 25 58 77 259 22 24 56 27 172 229 23 347
internal_value=0 0.000879406 0.000795045 0.00151623 0.0015353 0.000974246 0.00154574 0.000576382 0.00104764 0.00158785 0.00124772 0.00065448 0.0014639 0.00157538 0.00134473 0.00160912 0.000833365 0.000253864 0.00147546 0.0014578 0.00143479 0.00136409 0.0010911 0.00156207 0.00158622 0.00162344 0.000854381 0.0015055 0.000810521 0.00152117
internal_weight=0 691 615 2430 2335 338 2287 277 95 1510 103 223 777 1448 65 41 91 54 756 697 612 306 47 76 1383 85 235 306 195 403
internal_count=3121 691 615 2430 2335 338 2287 277 95 1510 103 223 777 1448 65 41 91 54 756 697 612 306 47 76 1383 85 235 306 195 403
is_linear=0
shrinkage=0.00196078


Tree=3060
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 42 2 2 150 0 47 1 12 132 133 2 47 4 14 49 4 39 2 16 48 4
split_gain=112.46 17.8673 10.7659 8.93018 7.69751 6.13356 3.6809 2.77458 2.57597 2.48415 2.47455 2.07915 1.64866 1.44997 2.59176 2.27839 1.52817 1.24224 1.08398 1.01062 0.964495 2.0423 0.933764 0.915241 0.913525 0.912907 1.3517 0.91277 0.868417 0.864842
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.13082500000000002 -0.076394999999999977 0.14122000000000004 -0.090999999999999984 1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.087695000000000009 0.090145000000000017 0.089200000000000015 0.17025000000000004 0.078345000000000012 0.41555500000000006 -0.46166999999999997 -0.069799999999999987 -0.51843499999999987 0.084780000000000008 -0.0091949999999999983 -0.0094449999999999968 0.083985000000000018 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 -6 11 19 -5 12 -1 29 14 15 -13 24 18 20 -4 22 -22 -3 -17 -15 -11 -27 -24 -29 -7
right_child=1 2 8 9 6 10 -8 -9 -10 25 -12 13 -14 16 -16 23 -18 -19 -20 -21 21 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013991372480680168 0.0019424663964869833 0.0013181177830227729 0.0005723743414925344 0.001931544557595551 0.0017316166652222036 0.0018786412467076475 0.0010168612745569 0.0023425894755791134 0.0011611354472769383 0.00089520640638798149 0.0013078403541550451 0.0019456971632773093 0.0013657880031606969 0.0024563752617971051 0.0023430925119839021 0.0016712964128272267 0.0019438895444034829 0.00050483769783994713 0.00068845006661612891 0.00024462935617940526 0.0015318269239608193 0.00078431005300197399 0.0010057403362499432 0.0011652072760410766 0.0020481893421856194 0.0009552228833711883 0.0015797931083812316 0.00047108226405270516 0.00096943026651570335 0.0016860959072487855
leaf_weight=22 71 23 110 21 83 290 37 76 22 24 41 49 30 20 24 22 890 21 39 48 34 21 114 30 741 20 32 27 23 116
leaf_count=22 71 23 110 21 83 290 37 76 22 24 41 49 30 20 24 22 890 21 39 48 34 21 114 30 741 20 32 27 23 116
internal_value=0 0.00104829 0.000942836 0.00191818 0.00110744 0.0019413 0.00151123 0.00198987 0.000556935 0.00135779 0.0017505 0.00197496 0.00179213 0.00198209 0.00178638 0.0016541 0.00199691 0.00094699 0.000980033 0.000472806 0.00102702 0.00124641 0.000962499 0.00137932 0.00205892 0.00119925 0.00133957 0.000912625 0.000700322 0.00182363
internal_weight=0 673 602 2448 422 2351 120 1874 180 97 477 1798 436 1776 125 101 1651 302 281 158 242 55 187 52 761 76 52 164 50 406
internal_count=3121 673 602 2448 422 2351 120 1874 180 97 477 1798 436 1776 125 101 1651 302 281 158 242 55 187 52 761 76 52 164 50 406
is_linear=0
shrinkage=0.00188464


Tree=3061
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 2 2 4 47 52 1 2 1 1429 51 15 10 12 1375 52 3 160 1 51
split_gain=114.846 18.4027 11.75 10.0291 6.8939 5.57747 4.03697 3.21076 3.12653 2.88863 2.58048 2.24301 2.1925 1.61399 1.20914 1.04522 1.49745 2.09775 1.03977 1.72269 0.873058 0.778385 0.809031 0.770737 0.768051 0.762886 0.646276 0.676913 0.623056 0.689721
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14838000000000004 0.090425000000000019 0.27834500000000006 0.090100000000000013 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.40580499999999992 -0.38124499999999995 0.096990000000000007 -0.066804999999999989 -0.16675999999999999 -0.010424999999999999 -0.067824999999999983 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 7 12 11 -5 -6 13 18 -4 28 -14 23 -18 20 24 -1 -13 -23 -17 -20 -8 -15 -28 29 -3
right_child=1 2 8 9 10 -7 25 -9 -10 -11 -12 21 15 26 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016218246545624234 0.0015040432482850343 0.00024254551064146522 0.00059933518567385953 0.0013452768950826376 0.0013323104741858808 0.00088510241203521088 0.0016153879267116963 0.00083315650831748667 0.00075523644738285131 0.00066364193477361059 0.00061182294056082165 0.00012183259395736289 0.0017281934540453682 0.00035362957741180419 0.00089611838093238687 0.0015045105233590442 0.00065110370668230771 0.0013846734877498942 0.0011656790424242132 0.00097611597788137164 0.0012496625320822354 -7.5663263404291418e-06 -0.00048239886133052138 0.0013749776462631035 0.0015427972592811996 0.0020363055547934811 0.00034501581315458794 -5.4803959454646412e-05 0.00031067378092601686 0.00061868544554739802
leaf_weight=843 74 20 41 34 76 48 20 24 34 63 23 33 45 41 34 453 20 45 20 21 23 25 26 255 469 65 21 53 43 129
leaf_count=843 74 20 41 34 76 48 20 24 34 63 23 33 45 41 34 453 20 45 20 21 23 25 26 255 469 65 21 53 43 129
internal_value=0 0.000617376 0.000507838 0.00149644 0.000750203 0.00152094 0.0015342 0.00151875 0.000220362 0.000902566 0.00116492 0.000144588 0.00152625 0.000278284 0.000568532 0.00144898 0.00143272 0.00115896 0.00157218 0.00150467 0.00161194 -0.000103703 -0.000249638 0.00145786 0.00152737 0.00193727 0.000163822 5.86584e-05 0.000510522 0.000568197
internal_weight=0 673 599 2448 325 2351 2303 2218 274 97 99 240 2194 156 226 818 773 65 1376 510 866 84 51 708 489 85 115 74 192 149
internal_count=3121 673 599 2448 325 2351 2303 2218 274 97 99 240 2194 156 226 818 773 65 1376 510 866 84 51 708 489 85 115 74 192 149
is_linear=0
shrinkage=0.00188464


Tree=3062
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 2 2 34 1 48 0 0 13 475 156 15 1 16 133 12 12 51 131 2 0 3
split_gain=72.633 11.7388 6.98464 5.9606 4.14572 3.81689 2.0935 1.91683 1.83406 1.61231 1.44051 1.45097 1.39214 1.53285 1.28953 1.12649 0.856042 0.826279 0.857769 0.923043 1.09117 0.827045 0.817872 1.205 0.773214 0.728964 0.71513 1.02563 0.700508 0.698297
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.091265000000000013 0.14285500000000004 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 0.085760000000000017 -0.055254999999999992 -0.23091999999999999 -0.14723999999999998 -0.016469999999999995 -0.08230999999999998 1.0000000180025095e-35 0.040760000000000005 0.093100000000000002 -0.39185999999999993 0.057185000000000007 0.092550000000000007 0.087830000000000005 0.11144500000000002 0.08844500000000001 0.31358000000000003 -0.16360999999999995 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 12 14 10 -5 -6 11 -4 15 -14 -7 -1 -13 -16 19 20 21 -19 29 -24 -21 -17 27 -12 -15 -23
right_child=1 2 7 8 9 6 -8 -9 -10 -11 26 16 13 28 17 25 -18 18 -20 24 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018904800727418554 0.0015722194033333339 0.00085953108965138025 0.00041786258126023457 0.0014585115828169518 0.001416900670275966 0.0010626575179765907 0.0010755253416985134 0.0009881239874268543 0.00093347012726262702 0.00087269425637857096 0.00042982312003899439 0.00067692133211956843 0.0010776130017873021 0.0012900049051870236 0.0017236014746198772 0.0016680738598651406 0.0010600577013227578 0.0016911556744584322 0.0016711190556602355 0.0018672916131719532 0.0010207565875834273 0.0010686307854269066 0.0017175779146185177 0.0013834738890474102 0.0015304581073762374 0.0013980672957738609 0.00070867397782583229 -3.2513339542293369e-05 0.0015964713806322964 0.0013809282212356
leaf_weight=74 76 235 45 34 80 21 39 37 61 23 74 50 21 26 59 938 31 40 85 25 21 28 58 91 212 34 20 20 417 146
leaf_count=74 76 235 45 34 80 21 39 37 61 23 74 50 21 26 59 938 31 40 85 25 21 28 58 91 212 34 20 20 417 146
internal_value=0 0.000900586 0.000817587 0.00156617 0.000992349 0.00158426 0.00148518 0.000604341 0.00112138 0.00129538 0.000545174 0.000678664 0.0016384 0.00155582 0.00150551 0.00167503 0.000823554 0.00151766 0.00150045 0.00147709 0.00142223 0.00144545 0.00141502 0.00151353 0.00156599 0.00165863 0.000397633 0.000331454 0.00157848 0.00133067
internal_weight=0 691 615 2430 338 2335 825 277 95 103 240 126 1510 464 786 1046 81 765 706 621 384 363 323 149 237 972 114 94 443 174
internal_count=3121 691 615 2430 338 2335 825 277 95 103 240 126 1510 464 786 1046 81 765 706 621 384 363 323 149 237 972 114 94 443 174
is_linear=0
shrinkage=0.00181146


Tree=3063
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 4 2 4 1 52 1 2 15 47 1 160 12 11 51 2 3 3 3 457
split_gain=103.381 16.0634 9.69695 8.84173 6.15151 5.15939 3.96587 3.15114 3.02043 2.98359 2.59111 2.24013 1.80402 2.05145 1.18768 1.17929 1.25952 1.64412 1.12556 0.978404 0.91715 0.870952 0.774592 0.770514 0.738931 0.724872 0.722825 0.675425 0.674547 0.727472
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.089775000000000008 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.41942499999999994 0.090100000000000013 0.14754500000000001 -0.067824999999999983 0.095780000000000018 1.0000000180025095e-35 -0.085989999999999997 -1.0000000180025095e-35 -0.0025099999999999996 0.0068900000000000012 0.20828500000000003 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 10 -5 12 14 -6 13 -4 -1 -12 22 -18 -14 24 -20 -15 -17 -9 -3 -16 -23 -26 29 -29
right_child=1 2 9 8 11 -7 -8 23 -10 -11 15 -13 18 21 25 16 17 -19 20 -21 -22 26 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0019315761887210173 0.0018167031181447124 0.00055339564071321635 0.0010553401988806191 0.0017174235878975228 0.0016733925849179306 0.0012337992831527804 0.0010959795859186577 0.0019441760892279451 0.0010204118799498146 0.0011473148465917648 0.0020693522618719846 0.0010727985549594773 0.00061591817310328726 0.00086989438471192634 0.0014514415039396586 0.0018275794570825944 0.0011004527860755194 0.0017198660836763688 0.0003953491764183345 0.0012343979826446171 -6.9174311333596692e-05 0.00063574004952819663 0.0017044253198517157 0.0023379831503340534 0.00082095048718552627 0.0018176341753027919 0.00027516371638611301 0.0014766770695497989 0.0008450044592867536 0.00096835664056063521
leaf_weight=1081 74 22 39 34 71 48 24 25 63 34 45 32 37 23 21 452 23 45 36 32 26 39 303 60 99 224 40 20 29 20
leaf_count=1081 74 22 39 34 71 48 24 25 63 34 45 32 37 23 21 452 23 45 36 32 26 39 303 60 99 224 40 20 29 20
internal_value=0 0.000988306 0.000885966 0.00182234 0.00110614 0.00184534 0.00185809 0.00186612 0.00126473 0.00062481 0.00185232 0.0014868 0.000550789 0.000687704 0.00190472 0.00177227 0.00175603 0.00151036 0.000355788 0.000929529 0.000200549 0.000547137 0.00177815 0.00222216 0.000878182 0.00178625 0.00045317 0.000920714 0.00106385 0.00122252
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 2194 103 240 141 1326 868 823 68 99 222 62 102 755 85 190 245 79 168 69 40
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 2194 103 240 141 1326 868 823 68 99 222 62 102 755 85 190 245 79 168 69 40
is_linear=0
shrinkage=0.00188464


Tree=3064
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 47 2 1 14 0 15 4 4 16 0 1 3 16 4 1429 41 15 157 48 1447 160 3 151 47
split_gain=73.2036 12.3988 7.24896 6.54214 4.03018 3.88458 2.44699 2.39547 2.13207 1.86456 2.00041 2.11158 1.65533 1.50856 1.67766 1.36472 1.35451 0.956092 0.826757 0.787966 1.16595 0.707298 0.698065 0.616889 1.00222 0.652859 0.726033 1.66932 0.615731 0.638061
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13082500000000002 0.13913500000000004 0.092845000000000025 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 0.40473500000000007 0.27834500000000006 -0.44310499999999992 -0.07929499999999999 0.15471500000000002 0.42240500000000009 -0.039889999999999988 -0.018869999999999994 0.086825000000000013 0.075585000000000013 -0.064294999999999977 -0.082259999999999986 0.093265000000000015 -0.037349999999999994 -0.081069999999999989 -0.087784999999999988 -0.088784999999999989 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 7 16 9 -5 10 11 -1 -6 14 -7 -12 -4 -18 -13 20 23 -11 -16 -17 25 -25 27 -27 -3 -30
right_child=1 2 6 8 12 13 -8 -9 -10 21 15 18 -14 -15 22 19 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0018745357118673985 0.0016351327591482749 0.0010860332571188379 0.00059975616225127308 0.0014808629044360563 0.0014723889338420703 0.0017036110267303847 0.0010533621779214748 0.001013420976096796 0.00090186524601031635 0.0017704333375716218 0.0017087140349456244 0.0010160240869497392 0.00096482484140028503 0.00097341950240842129 0.0014570755160066607 0.0018518529494094395 0.00048745580570800186 -7.0481032952912864e-05 0.0014596769582961851 0.0014210489826679245 0.0019356068571808496 0.0021294842613786193 0.0012217419134998417 0.0019201413540571399 0.0011724392264795406 0.00095087887860448794 0.0016142712018247503 0.0016449612648275897 0.00079059958770455897 0.0011388112048276409
leaf_weight=22 76 40 196 37 74 82 37 20 58 38 1178 37 33 23 149 33 24 20 25 76 40 40 64 22 20 20 414 32 170 21
leaf_count=22 76 40 196 37 74 82 37 20 58 38 1178 37 33 23 149 33 24 20 25 76 40 40 64 22 20 20 414 32 170 21
internal_value=0 0.00091699 0.000828244 0.00161218 0.00101347 0.0016319 0.000602224 0.00166242 0.00112737 0.00166892 0.00165731 0.00137291 0.00131585 0.0014383 0.00147455 0.00167033 0.000532673 0.000233848 0.00119492 0.00160151 0.00162512 0.00195456 0.00138636 0.00160216 0.00158594 0.00160288 0.00158791 0.00137801 0.000873413 0.000828885
internal_weight=0 691 615 2430 338 2335 277 2017 95 1997 1919 84 107 318 295 1835 240 44 62 657 581 78 213 541 508 488 466 52 231 191
internal_count=3121 691 615 2430 338 2335 277 2017 95 1997 1919 84 107 318 295 1835 240 44 62 657 581 78 213 541 508 488 466 52 231 191
is_linear=0
shrinkage=0.00188464


Tree=3065
num_leaves=31
num_cat=0
split_feature=1 4 2 12 4 12 1 16 133 123 14 10 2 2 133 2 1 4 13 12 47 42 15 13 3 51 40 43 4 16
split_gain=3.59932 0.861385 0.590321 0.500885 0.352975 0.300572 0.433304 0.291688 0.280336 0.273071 0.268652 0.27197 0.284315 0.449828 0.412269 0.248058 0.238851 0.236181 0.235944 0.229977 0.208045 0.20587 0.20438 0.19309 0.192153 0.211166 0.309853 0.204729 0.396148 0.199141
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.042705000000000007 -0.42850999999999995 0.15799000000000005 -0.44310499999999992 0.089200000000000015 0.086935000000000026 -0.46413499999999996 0.09820000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13913500000000004 0.08592000000000001 0.042705000000000007 -0.0093149999999999986 0.10016000000000001 0.11419000000000001 0.090545000000000014 -0.079929999999999987 -0.071554999999999994 0.10299500000000002 -0.13782999999999998 -0.083709999999999993 -0.085154999999999995 -0.043364999999999994 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 15 -4 20 16 10 -10 -3 12 13 18 -14 24 -6 21 -12 -19 22 -5 -7 -16 25 27 -27 -1 -29 -28
right_child=1 2 5 17 7 6 -8 -9 9 -11 11 -13 14 -15 23 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.0096120482263665121 0.0063596393692062518 0.0063180815158069992 0.004810833258446728 0.0080390957733478957 0.0068663346584173718 0.001810696493239939 -0.0033332420097946487 0.0041397848243011522 -0.0020581314694864978 0.0024300433454883339 0.0050494234771029725 -0.00053337448662994032 -0.0010142068170475669 0.008556338881406585 0.0015993652874055865 0.0024924393032673014 0.0034680786203492983 0.0055585530263826139 0.00068178537066235483 0.002741485501387838 0.004192667173044352 0.0047333659107323305 -0.001337024886158851 0.0038322385765857149 0.0039117470982044074 0.0022760811322600641 0.0059921250506067341 0.0089186228149180022 0.0046699128963082507 0.0046062293515283289
leaf_weight=26 78 23 20 30 83 66 20 216 20 34 27 20 26 21 53 20 25 45 20 67 22 42 27 112 44 22 1727 36 47 102
leaf_count=26 78 23 20 30 83 66 20 216 20 34 27 20 26 21 53 20 25 45 20 67 22 42 27 112 44 22 1727 36 47 102
internal_value=0 0.00332265 0.0029818 0.0034577 0.00572042 0.00132385 0.00080726 0.00478642 0.00279036 0.000767756 0.00315202 0.00289102 0.00315545 0.00484784 0.00255292 0.00586993 0.0060797 0.00474885 0.00319085 0.00387334 0.00152735 0.00611075 0.000896842 0.00311501 0.00590364 0.00594836 0.00587159 0.00725201 0.00651273 0.00591484
internal_weight=0 773 695 540 2348 155 135 324 356 54 302 279 259 68 191 2024 108 184 47 112 115 72 93 165 2004 1960 1851 109 83 1829
internal_count=3121 773 695 540 2348 155 135 324 356 54 302 279 259 68 191 2024 108 184 47 112 115 72 93 165 2004 1960 1851 109 83 1829
is_linear=0
shrinkage=0.0304782


Tree=3066
num_leaves=31
num_cat=0
split_feature=1 4 155 4 150 0 2 2 43 11 3 401 160 4 52 1 150 16 49 16 0 52 4 15 51 39 39 12 4 52
split_gain=2.92431 0.639821 0.360904 0.319036 0.300948 0.326906 0.29594 0.285694 0.275834 0.258935 0.225028 0.248419 0.278896 0.222551 0.21595 0.288208 0.337371 0.323181 0.231694 0.231561 0.200297 0.199694 0.297465 0.378342 0.2795 0.198952 0.190504 0.296643 0.387839 0.267246
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 0.40124500000000002 0.091355000000000006 -0.026509999999999995 0.25063000000000007 0.092235000000000025 -0.23229999999999998 0.080455000000000013 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 0.41257000000000005 -0.53447999999999996 0.08864000000000001 0.083250000000000005 -0.088909999999999989 -0.056454999999999991 -0.024819999999999998 0.041630000000000007 -0.080114999999999978 -0.013514999999999998 -0.065449999999999994 -0.12794499999999998 0.099745000000000014 0.10166000000000001 0.087830000000000005 0.052250000000000012 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 8 10 9 -2 -1 -3 12 -12 -14 -9 16 18 -17 -16 -19 -7 24 -23 -24 -10 -15 27 28 29 -20
right_child=1 6 -4 -5 -6 20 -8 14 21 -11 11 -13 13 25 15 17 -18 19 26 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0061279382292963999 0.0087861586519797381 0.0042520422740881386 0.0067482537437798112 0.0016890519410442818 0.001701464796235554 -0.0010302802489354575 -0.0015736326829985724 0.0071550535937294751 0.0062444201130421959 0.0091729248979279514 0.005937128270333031 -0.0017833465226104819 -0.0016386310039467101 0.0030182250562171701 0.0016582812443446324 0.0067148731019208846 0.0092710264644799076 -0.0011232936677944875 0.010344825235700069 0.0035026522458205507 0.0037602453699134941 0.0079313622769074631 0.0056341532846565833 0.00066873039183365502 0.001716401157919892 0.00026298647005793528 0.002410509152917688 0.0051665198938497759 0.0041398749013716154 0.0054809518567407144
leaf_weight=1555 20 67 61 22 66 20 24 76 24 35 23 20 20 119 21 23 27 21 45 36 23 38 68 26 55 44 25 465 32 20
leaf_count=1555 20 67 61 22 66 20 24 76 24 35 23 20 20 119 21 23 27 21 45 36 23 38 68 26 55 44 25 465 32 20
internal_value=0 0.0033394 0.00426861 0.0058857 0.00382373 0.00433494 0.00216396 0.00592448 0.00485668 0.00619497 0.00247011 0.00194183 0.0023035 0.00184682 0.00538076 0.00519216 0.00544165 0.00321185 0.0052716 0.00179836 0.00153209 0.00448421 0.00531743 0.00426074 0.003092 0.00227448 0.00540086 0.00553389 0.00729497 0.00884825
internal_weight=0 718 401 2403 340 274 317 2381 231 1590 293 226 206 183 791 715 635 80 608 57 43 211 132 94 79 163 587 562 97 65
internal_count=3121 718 401 2403 340 274 317 2381 231 1590 293 226 206 183 791 715 635 80 608 57 43 211 132 94 79 163 587 562 97 65
is_linear=0
shrinkage=0.0350099


Tree=3067
num_leaves=31
num_cat=0
split_feature=1 3 4 0 13 10 11 51 148 12 40 3 4 133 124 12 1 3 13 39 14 3 48 4 2 48 160 47 12 0
split_gain=2.36869 0.536261 0.36663 0.28448 0.257707 0.240552 0.238738 0.322203 0.232594 0.245092 0.358623 0.230521 0.325283 0.22867 0.227442 0.215489 0.282648 0.212966 0.21186 0.238432 0.248869 0.238768 0.19491 0.18299 0.165989 0.290259 0.277905 0.15861 0.308722 0.209589
threshold=0.10337500000000001 0.31299000000000005 0.26790000000000008 0.22582000000000002 -0.15714499999999998 -0.086389999999999981 1.0000000180025095e-35 0.10876000000000001 -0.065034999999999996 -1.0000000180025095e-35 -0.0061149999999999998 -0.14989499999999997 -0.079164999999999985 0.085635000000000003 -0.076779999999999987 -0.42850999999999995 0.13501500000000002 -0.14847999999999997 -0.088319999999999996 0.10076500000000001 -0.10708499999999999 -0.016324999999999996 0.10184000000000001 0.50822500000000004 0.12043500000000001 0.13127500000000003 0.087570000000000023 0.077555000000000013 0.088305000000000008 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 -4 -1 14 11 -2 10 13 12 -8 -10 -7 -3 -17 -16 -6 20 23 -21 27 -20 26 -26 -11 29 -29 -19
right_child=1 15 4 -5 18 6 7 -9 9 24 -12 -13 -14 -15 17 16 -18 22 19 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0014508825255795652 0.00057044699515046145 0.0029851518272995476 0.0054336827583687068 0.0011920096477502562 -0.0008418420565823989 0.0033471482368248799 0.0076944639891584248 0.0028556081296736563 0.0061577589237473496 0.0048199840027340068 -0.00085906916145059298 0.01048781554908219 0.0027957343747150899 0.0023844811095979825 0.0018485159798049097 0.0018196040520027431 -0.0021807515250209658 0.0039266575072830212 0.0071331196020715769 0.0027978329628193465 0.0020707310454921978 -0.0022294565657143819 0.0037767659803236075 0.0029327830038577865 0.000354944830310271 0.0057614264873983101 0.0090229469535510927 0.0078560511100253562 0.0048494089714745713 0.0052673224864446689
leaf_weight=20 21 35 27 21 27 83 66 22 31 163 23 21 20 44 22 40 40 143 23 20 112 23 107 24 23 22 20 74 81 1723
leaf_count=20 21 35 27 21 27 83 66 22 31 163 23 21 20 44 22 40 40 143 23 20 112 23 107 24 23 22 20 74 81 1723
internal_value=0 0.00288875 0.00329036 0.00509144 0.00232433 0.00512581 0.00515693 0.00656447 0.00400305 0.00422417 0.00281683 0.00732704 0.00655522 0.0039441 0.00507562 0.000782908 -0.000180574 0.00514234 0.00195773 0.00233193 0.00293315 0.000108818 0.0051764 0.00498827 0.00482909 0.00299811 0.00527932 0.0052505 0.00628484 0.00516458
internal_weight=0 718 603 2403 256 2382 2362 129 347 326 98 107 86 75 2233 115 80 2150 229 202 159 43 2128 47 228 45 183 2021 155 1866
internal_count=3121 718 603 2403 256 2382 2362 129 347 326 98 107 86 75 2233 115 80 2150 229 202 159 43 2128 47 228 45 183 2021 155 1866
is_linear=0
shrinkage=0.0336504


Tree=3068
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 14 0 1 4 150 12 39 3 3 15 48 12 0 123 52 49 1 40 51
split_gain=46.2243 7.0711 4.33768 3.32147 3.0316 2.52604 2.07986 2.00956 1.75471 1.70257 1.45003 0.880742 1.52701 1.91437 1.13624 0.768588 0.713729 0.668701 0.783967 0.875909 0.627185 1.23784 0.583059 0.582246 0.599438 0.580082 0.652996 0.560153 0.555882 0.526158
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10731 0.077845000000000011 0.15109000000000003 -1.0000000180025095e-35 -0.10836499999999999 0.083345000000000016 0.0061450000000000003 1.0000000180025095e-35 0.096990000000000007 0.10226500000000001 0.20828500000000003 -0.017889999999999996 -0.41942499999999994 0.086665000000000006 0.087695000000000009 -0.22491999999999998 0.085215000000000013 -0.52606999999999993 -0.054984999999999992 0.088770000000000016 -0.077474999999999988 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 25 6 7 28 11 -8 -4 15 -1 13 -13 22 16 -7 18 19 -10 -6 -22 27 -21 -25 -2 -27 29 -3 -14
right_child=1 4 9 -5 20 10 8 -9 17 -11 -12 12 14 -15 -16 -17 -18 -19 -20 23 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.001688885793378541 0.0013423828262193434 0.00059125638301281967 0.0012816500649337845 0.00070612293560605064 0.00052326466482313237 0.0012887330317320758 0.0010371978813788591 0.0016136396903466581 0.00049270212902934247 0.0007414384122918623 0.00069591826719141582 0.0013363608660935601 0.0013719302997241773 0.00087339331435021554 0.0011531963091917989 0.00089198081567786554 0.0011305753369169299 0.00039081279779567787 0.00051605242817070974 0.00068412632971438108 -9.6056864975088073e-05 0.00041860189212521121 0.0013026100702944342 0.0011414280761843753 0.00076899776653485588 0.00080017225699234671 0.0011672390896228552 0.0011743046929452697 0.00030999557152099359 0.00155874791357536
leaf_weight=21 45 47 28 84 32 207 62 79 25 69 21 62 636 60 125 27 184 24 46 33 27 39 828 36 25 21 78 45 49 56
leaf_count=21 45 47 28 84 32 207 62 79 25 69 21 62 636 60 125 27 184 24 46 33 27 39 828 36 25 21 78 45 49 56
internal_value=0 0.000733521 0.00128028 0.000998113 0.000597954 0.00129608 0.000679 0.0013251 0.000767467 0.000897376 0.00116968 0.00131267 0.00130831 0.00110867 0.00132272 0.00119349 0.00121431 0.000678984 0.0007209 0.000800085 0.000310984 0.00020806 0.00133626 0.000881835 0.000988793 0.00116844 0.00108938 0.00137406 0.000447696 0.00138705
internal_weight=0 673 2448 228 445 2351 347 1912 251 97 439 1833 1812 122 1690 418 391 189 165 119 98 66 1565 94 61 144 99 737 96 692
internal_count=3121 673 2448 228 445 2351 347 1912 251 97 439 1833 1812 122 1690 418 391 189 165 119 98 66 1565 94 61 144 99 737 96 692
is_linear=0
shrinkage=0.00184769


Tree=3069
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 2 1 14 4 48 3 1 2 4 1 0 10 15 1 12 47 4 3 0 1 0 15
split_gain=118.02 20.5343 11.0011 9.45015 6.86122 5.7134 3.45883 3.06714 3.05762 2.83415 2.53044 2.46039 2.22645 1.96628 1.93325 1.24151 1.22261 1.44725 1.43309 1.13939 1.03037 3.52961 1.09854 0.92012 0.903068 0.902666 0.889763 0.887983 0.841774 2.77073
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.14122000000000004 0.10672500000000001 0.17025000000000004 0.077845000000000011 0.062655000000000016 0.40945500000000007 -0.015314999999999997 0.30112000000000005 0.090275000000000008 -0.0091949999999999983 -0.015039999999999998 0.075045000000000014 -0.038659999999999993 -0.38124499999999995 -0.21699999999999997 0.086920000000000011 0.090285000000000018 0.090100000000000013 -0.036839999999999991 -0.080884999999999985 -0.092759999999999995 0.11588000000000001 -0.10474999999999998 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 23 10 12 27 11 -5 14 13 -7 -4 28 -16 17 18 -14 -10 -18 22 -22 -3 -2 -13 -17 -6 29 -1
right_child=1 2 8 9 7 6 -8 -9 19 -11 -12 25 16 -15 15 26 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025029281385583815 0.0022972276678272321 0.001052771791656665 0.001288721957412757 0.002026207188890428 0.0021286360262071386 0.001516487007942416 0.0014391928492759772 0.0011688720878554083 0.00056328655842524092 0.0012865623950949782 0.0025843825495220456 0.0010799426925094688 0.0021083597678179834 0.00061184425245631817 0.0015952621141205664 0.0017906474669142634 0.0023190665812719436 0.0023189594456406795 0.0017493259632922007 -2.6517556067190917e-05 0.002133684100437106 0.0011292914805166861 0.0018881323300962167 0.0014073422000440755 0.0018345109144457025 0.00062771579655049065 0.0021200647217391394 0.0016941191058603695 0.0022288284575913029 0.0017597229538022789
leaf_weight=30 50 191 66 28 40 32 41 28 34 69 62 20 264 22 23 37 28 102 51 20 112 20 187 33 24 112 213 33 1095 54
leaf_count=30 50 191 66 28 40 32 41 28 34 69 62 20 264 22 23 37 28 102 51 20 112 20 187 33 24 112 213 33 1095 54
internal_value=0 0.00117271 0.00105232 0.00209984 0.00129631 0.00212458 0.00199458 0.00172059 0.000762922 0.00150007 0.00219645 0.000865542 0.00202319 0.0011195 0.00217989 0.0020312 0.00204441 0.00211596 0.00205023 0.000344841 0.00195842 0.00192677 0.00198011 0.00110501 0.00214716 0.000696235 0.00207131 0.00193221 0.00221432 0.00202515
internal_weight=0 673 599 2448 325 2351 837 101 274 97 1514 220 796 88 1452 273 764 417 315 54 347 319 299 224 74 132 250 73 1179 84
internal_count=3121 673 599 2448 325 2351 837 101 274 97 1514 220 796 88 1452 273 764 417 315 54 347 319 299 224 74 132 250 73 1179 84
is_linear=0
shrinkage=0.00196078


Tree=3070
num_leaves=31
num_cat=0
split_feature=1 3 9 3 1 10 39 52 52 0 44 4 0 4 157 43 16 2 0 16 3 42 13 1456 160 159 403 15 15 1212
split_gain=2.70319 0.471012 0.392624 0.401091 0.345305 0.311669 0.302405 0.394633 0.366692 0.302398 0.251795 0.287389 0.249129 0.234393 0.203881 0.212503 0.284887 0.424674 0.205438 0.200134 0.214762 0.178695 0.211257 0.404596 0.374279 0.361305 0.335029 0.529228 0.514803 0.461975
threshold=0.10920500000000001 -0.063814999999999997 -1.0000000180025095e-35 0.11658 0.14262000000000002 -0.062879999999999978 0.083240000000000022 -0.087769999999999987 1.0000000180025095e-35 -0.097274999999999986 0.081805000000000017 0.042705000000000007 -0.07384499999999998 -0.036839999999999991 -0.065184999999999979 -0.05647499999999999 -0.53943499999999989 0.11362000000000001 -0.062764999999999974 -0.44310499999999992 -0.13309499999999996 -0.12099999999999998 -0.085384999999999975 -0.15824499999999997 -0.55045999999999984 0.10904500000000002 0.104315 0.085935000000000025 -0.0063699999999999989 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 6 14 -6 10 -8 12 -5 11 21 -9 -2 -3 18 -17 -18 -16 20 -13 -4 23 -23 -24 26 27 28 -25 -29
right_child=1 4 3 9 5 -7 7 8 -10 -11 -12 19 -14 -15 15 16 17 -19 -20 -21 -22 22 24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0015406610611531962 0.0069682256508613047 0.00034767935119914446 0.0070663636101642741 0.00045529292121284471 -0.0032265753206651947 0.0013982527826087085 0.0074447799620389072 0.0031066744645520086 0.0059301920599736701 0.005513802038368985 0.0088568004376517375 0.0026535266947410596 -0.0010308324573329389 0.0036820781759677613 0.00063505588352109823 0.00016853394997586886 0.007353271092955505 0.0031485825937359407 0.0035778438941816045 0.0039529883524616971 0.0065426137574119492 0.010792840319764732 0.0010466451206485729 0.0068681546213143702 0.0054691606359353355 0.001592989836422886 0.0038006134517462355 0.010847155959367291 0.0037333097766411873 0.0060218652127108927
leaf_weight=30 30 36 99 32 21 77 28 45 32 23 26 20 26 136 61 20 40 85 48 203 82 21 22 182 1440 20 56 53 88 39
leaf_count=30 30 36 99 32 21 77 28 45 32 23 26 20 26 136 61 20 40 85 48 203 82 21 22 182 1440 20 56 53 88 39
internal_value=0 0.00277588 0.00536772 0.00541298 0.0021341 0.000407218 0.00547596 0.00390243 0.00293946 0.00257067 0.00556364 0.00552681 0.00159153 0.00427596 0.00271766 0.00305357 0.00389746 0.00449408 0.00193096 0.004564 0.00578005 0.00567219 0.00560034 0.00623013 0.00540261 0.00601137 0.00622278 0.00659748 0.00584643 0.00880165
internal_weight=0 554 2567 2537 388 98 2482 131 103 55 2351 2325 71 166 290 254 145 125 109 305 102 2020 1921 459 1462 438 418 362 270 92
internal_count=3121 554 2567 2537 388 98 2482 131 103 55 2351 2325 71 166 290 254 145 125 109 305 102 2020 1921 459 1462 438 418 362 270 92
is_linear=0
shrinkage=0.0336504


Tree=3071
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 14 159 2 150 1 1 12 2 1 150 4 43 4 3 16 2 147 47 3 3 52 0 43 16
split_gain=68.5965 8.85288 7.13402 5.55768 4.62871 3.48639 2.5243 2.39988 2.24185 2.15062 2.04727 1.29195 1.23426 1.21308 1.03008 0.907561 0.903614 0.878648 0.825103 0.79193 0.7494 0.747276 0.715518 0.666557 1.01457 0.635248 0.592291 0.540213 0.528101 0.531042
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.10045500000000002 0.13075500000000004 0.076975000000000002 0.082585000000000006 0.14285500000000004 1.0000000180025095e-35 0.077845000000000011 0.089770000000000016 0.087145000000000014 0.14285500000000004 0.16540500000000002 1.0000000180025095e-35 -0.075889999999999999 -0.016814999999999997 0.057560000000000007 0.090900000000000009 -0.080509999999999984 0.088745000000000004 0.088610000000000008 0.08265500000000002 0.083060000000000009 -0.074479999999999977 -0.52606999999999993 -0.060129999999999996 -0.079914999999999986 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 6 22 11 13 9 18 -4 16 23 15 -7 27 -1 -11 20 21 -6 -18 -3 24 -13 -22 -2 -5 29 -12
right_child=1 5 10 7 8 14 -8 -9 -10 17 28 12 -14 -15 -16 -17 19 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014668182568318786 0.0014397416497356232 0.00067604225727484863 0.0013204024840158526 0.0011083763782481779 0.0016005171136780178 0.00026027959953690177 0.0017487061148709238 0.00035167270064713447 0.0007707555901671012 0.0011300295172911798 0.00098332689175450886 0.0006215723492747732 0.001349863050282199 0.00040841335684819704 -0.000189575561118253 0.00065503629313662197 0.0014464817755639231 0.00058990701244622371 0.0011328360355561881 0.0010513649364468755 0.0013784804268875349 0.0013273287082111349 0.00029694814071588827 0.0013370409758663344 0.0011733390156151949 0.0011954696604148697 0.0011202027374316492 0.0007675651781261358 0.00048074584582963363 0.00063045034307284906
leaf_weight=740 28 112 28 53 33 130 75 59 39 20 33 20 272 23 21 41 368 23 97 26 157 380 21 23 29 118 78 24 22 28
leaf_count=740 28 112 28 53 33 130 75 59 39 20 33 20 272 23 21 41 368 23 97 26 157 380 21 23 29 118 78 24 22 28
internal_value=0 0.000633323 0.00134692 0.000855728 0.00136835 0.00039369 0.00140972 0.000670821 0.00120414 0.00124187 0.00087973 0.00139604 0.00129178 0.000804365 0.000197717 0.000881542 0.00141973 0.000841127 0.00128442 0.00137471 0.00133216 0.00138595 0.000616185 0.00107236 0.000948128 0.00129995 0.00120461 0.00100215 0.00073107 0.000821351
internal_weight=0 590 2531 306 2420 284 1933 200 487 448 111 1858 344 141 151 118 1514 43 405 774 308 748 133 72 49 275 106 77 83 61
internal_count=3121 590 2531 306 2420 284 1933 200 487 448 111 1858 344 141 151 118 1514 43 405 774 308 748 133 72 49 275 106 77 83 61
is_linear=0
shrinkage=0.00188464


Tree=3072
num_leaves=31
num_cat=0
split_feature=1 52 2 12 4 4 12 2 1 1 14 2 47 50 2 15 16 0 15 15 481 49 0 4 0 43 3 4 13 15
split_gain=68.6978 11.2654 7.59343 6.33017 4.25016 4.11587 3.6817 3.29178 2.7618 2.71055 2.60093 1.60943 1.44728 1.28676 1.25322 0.966642 1.02077 0.906656 0.875377 0.84973 0.768589 0.767072 0.72563 0.673231 0.901924 0.617183 1.03808 0.709283 0.782571 0.583724
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.36766000000000004 0.40945500000000007 0.089410000000000003 0.13754500000000003 0.09253500000000002 0.12000500000000001 0.062655000000000016 0.089775000000000008 0.090100000000000013 0.041865000000000006 0.094835000000000017 0.013270000000000002 -0.0094449999999999968 -0.062764999999999974 -0.059484999999999989 -0.41942499999999994 -0.078899999999999984 -0.054984999999999992 -0.23051499999999997 0.015030000000000002 -0.092404999999999973 0.0010100000000000003 -0.097174999999999984 -0.015039999999999998 0.0015850000000000003 0.094035000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 8 7 6 12 10 14 -7 11 -5 15 19 -1 16 -3 -14 -16 -4 -13 -8 -22 -21 -25 27 -27 -24 -29 -12
right_child=1 2 13 4 -6 9 21 -9 -10 -11 29 20 17 -15 18 -17 -18 -19 -20 23 22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.0017857642357518551 0.0015961817135004015 0.00088655297610829552 0.00052556460828861182 0.0016555830057636927 0.00072721614698768064 0.00094903021192557964 0.001065967074942355 0.0010486069543298713 0.00090855474224453363 0.00050845807965817637 0.0020794919640128267 0.0017890349772028162 0.001445450875899914 0.00074826754741745452 0.0014865411998570407 0.0011329396439144035 0.00050747424789767531 0.00090543929450228233 0.00097802834818570957 0.00042060078950015506 0.0011891859360353026 0.0014935331215636951 0.0016398625487733097 0.00029650872029738826 -0.00028080871040112515 0.0011102729832238236 0.0015075795211164072 0.0015496996604933058 0.0012621382111123376 0.0017538144056943106
leaf_weight=26 76 70 37 1310 20 98 20 37 67 109 53 46 27 30 29 30 42 20 22 23 22 69 302 20 20 28 184 209 42 33
leaf_count=26 76 70 37 1310 20 98 20 37 67 109 53 46 27 30 29 30 42 20 22 23 22 69 302 20 20 28 184 209 42 33
internal_value=0 0.000897957 0.000811672 0.00158488 0.0016095 0.000922261 0.00107507 0.00161729 0.00119395 0.000717038 0.00162673 0.00161357 0.000923263 0.00039909 0.00144229 0.000826485 0.000744398 0.00121566 0.00126718 0.000294337 0.00154751 0.00139745 0.00153339 0.000158537 7.85e-06 0.00154329 0.00145511 0.0015771 0.00150158 0.00195452
internal_weight=0 691 615 2430 2286 485 278 2266 144 207 2229 2143 189 130 77 142 112 47 51 100 833 89 787 63 40 765 212 553 251 86
internal_count=3121 691 615 2430 2286 485 278 2266 144 207 2229 2143 189 130 77 142 112 47 51 100 833 89 787 63 40 765 212 553 251 86
is_linear=0
shrinkage=0.00192234


Tree=3073
num_leaves=31
num_cat=0
split_feature=1 3 15 1 15 11 132 16 403 43 4 4 157 51 52 0 151 2 3 16 16 15 15 49 2 157 42 475 1375 150
split_gain=2.92848 0.478411 0.423593 0.429793 0.444877 0.47536 0.401839 0.562057 0.409295 0.432894 0.425103 0.397745 0.390315 0.375282 0.365659 0.342677 0.317558 0.281039 0.269484 0.297382 0.383815 0.320805 0.26713 0.246481 0.238415 0.251331 0.236221 0.290349 0.301388 0.243742
threshold=0.10920500000000001 -0.059315 0.024640000000000006 0.095950000000000021 -0.079249999999999987 0.077695000000000014 0.082150000000000015 0.064860000000000015 -0.085164999999999977 -0.08287499999999999 -0.27825499999999997 -0.17966999999999997 -0.0091799999999999989 -0.0046749999999999995 1.0000000180025095e-35 0.034820000000000011 1.0000000180025095e-35 0.11411 0.084940000000000015 0.0039400000000000008 -1.0000000180025095e-35 -0.045854999999999993 -0.15914499999999995 -0.080089999999999981 0.08734500000000002 0.083595000000000017 0.088670000000000013 -0.085684999999999997 0.083585000000000007 0.10389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 4 13 6 8 -8 -6 26 -11 -5 -4 24 -13 23 22 -2 19 20 -12 -21 -15 -3 -1 -26 27 28 -10 -29
right_child=1 15 12 11 5 -7 7 -9 9 10 18 14 -14 16 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0072399112093404485 0.006585641325189932 -0.00027395000959105117 0.012312121204227229 0.0076058426316962064 0.00069737519381027238 0.0005508590245791806 -0.0019331837070359033 0.0065530658673082064 0.014162912678099391 0.0085244898982654044 0.0055380458208594309 0.0030969497168107127 0.0072279673681158113 0.009701855213906152 0.0075551256956303877 -0.0018004082081176129 0.0018337106375804295 0.0032007133972802308 0.00064612482318002608 0.0048290212092194588 0.011860932111910118 -0.001043508101630247 0.0066846622598273273 0.0033522880094842907 0.012725678299458656 0.008012601161601806 0.011332836660764057 0.0073501520194184126 0.0071269686313016507 0.0027818452766212778
leaf_weight=52 105 35 26 65 20 27 24 29 20 65 84 167 1115 58 38 27 20 68 24 72 20 20 332 319 47 32 31 135 21 23
leaf_count=52 105 35 26 65 20 27 24 29 20 65 84 167 1115 58 38 27 20 68 24 72 20 20 332 319 47 32 31 135 21 23
internal_value=0 0.00346628 0.00675475 0.0062834 0.00662757 0.00587283 0.00611721 0.00271024 0.00645472 0.00667831 0.00560994 0.00480987 0.00734382 0.00748554 0.00392334 0.00265402 0.00687485 0.00525515 0.00474882 0.00525119 0.00675399 0.00355238 0.00713337 0.00299376 0.00939684 0.0108166 0.00800215 0.0074833 0.0105591 0.00668515
internal_weight=0 554 2567 1426 1156 615 588 53 535 515 285 270 1141 541 205 381 410 173 220 196 104 92 390 354 131 79 230 199 41 158
internal_count=3121 554 2567 1426 1156 615 588 53 535 515 285 270 1141 541 205 381 410 173 220 196 104 92 390 354 131 79 230 199 41 158
is_linear=0
shrinkage=0.0410197


Tree=3074
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 4 3 1 4 11 0 13 47 11 52 1 4 0 12 49 156 131 2 124 43 159 48 0
split_gain=66.6946 8.80231 7.10958 6.42919 4.4986 3.74463 2.74184 2.36786 2.34492 1.87653 1.56203 1.41426 1.31986 1.30005 1.25365 1.16908 1.16497 1.33243 1.13671 1.06043 1.52925 1.04685 1.03431 1.02833 1.36444 0.927513 0.834334 0.768287 0.687977 0.665895
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.092390000000000014 0.090455000000000021 -0.17966999999999997 -0.11171999999999999 0.12958500000000003 0.033845000000000007 1.0000000180025095e-35 -0.12333499999999999 -1.0000000180025095e-35 0.077555000000000013 0.080150000000000013 1.0000000180025095e-35 0.10124500000000002 0.024790000000000003 -0.097024999999999986 0.13597000000000004 -0.012034999999999999 0.092190000000000008 0.086835000000000009 0.31358000000000003 -0.072314999999999977 -0.081289999999999987 0.084250000000000005 0.084855000000000014 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 13 8 11 -7 -1 -5 19 12 -4 27 22 -13 17 25 -15 -8 -21 -6 -10 24 -3 -9 -19 28 -2 -28
right_child=1 23 6 9 21 7 10 16 14 -11 -12 15 -14 18 -16 -17 -18 26 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00094116850197337252 0.001183721175655774 0.00042815775018400875 0.0011630795126865198 0.00086402343915673279 0.0010433336562322725 0.0016368369039929641 0.0018736605605541305 0.00091976778684144567 0.0014356158349623609 0.00049175832526688202 0.0013521421908182965 0.002154856801016917 0.0016497680795613655 0.0014367023203220169 0.0019034940387046781 0.0016980395496809554 0.0014312069592758775 0.0010124146875825656 0.0008527873693096094 0.0015565259858221412 0.0010728419331209975 0.0015272197010892509 0.0018902221649813704 0.00075083137762580149 -9.2972903191951639e-05 0.0013835132431237961 0.00084751601218224337 0.00055409481257765261 0.00075809576614101865 0.00035145780539246811
leaf_weight=26 23 82 21 116 20 28 37 30 155 88 169 37 1058 28 32 47 23 33 22 715 25 95 21 24 24 34 20 32 36 20
leaf_count=26 23 82 21 116 20 28 37 30 155 88 169 37 1058 28 32 47 23 33 22 715 25 95 21 24 24 34 20 32 36 20
internal_value=0 0.000833201 0.00155091 0.000958024 0.0011609 0.00132315 0.00159649 0.00112112 0.00148546 0.000703438 0.00151963 0.001659 0.0016403 0.000930759 0.00155349 0.00189926 0.00103087 0.000963662 0.00117978 0.00155607 0.00154019 0.00144307 0.00148986 0.00039152 0.000310166 0.00116613 0.000786153 0.000793935 0.000924018 0.000599487
internal_weight=0 590 2531 460 256 422 2109 188 234 204 946 1163 1079 141 208 84 160 137 50 777 740 115 176 130 106 64 73 91 59 40
internal_count=3121 590 2531 460 256 422 2109 188 234 204 946 1163 1079 141 208 84 160 137 50 777 740 115 176 130 106 64 73 91 59 40
is_linear=0
shrinkage=0.00192234


Tree=3075
num_leaves=31
num_cat=0
split_feature=1 2 16 52 9 14 3 13 2 129 15 12 0 41 11 4 2 34 4 4 0 51 16 1 15 12 51 481 399 4
split_gain=2.77929 0.71221 0.385344 0.76232 0.352933 0.380124 0.305374 0.341637 0.297214 0.277383 0.248304 0.244923 0.518328 0.237804 0.245164 0.233318 0.232886 0.27933 0.223475 0.213146 0.208436 0.436845 0.438609 0.517511 0.32463 0.247698 0.47746 0.331114 0.218094 0.204916
threshold=0.11829500000000003 0.10252500000000002 0.40020000000000006 0.039215000000000007 -1.0000000180025095e-35 0.054835000000000009 0.31370500000000007 -0.47860499999999995 0.13622000000000004 0.089245000000000005 -0.07490999999999999 -0.086254999999999984 -0.077639999999999987 0.082095000000000015 0.080455000000000013 -0.034939999999999992 0.14753000000000002 -0.038779999999999995 -0.043364999999999994 0.53859500000000016 -0.10836499999999999 -0.076794999999999988 -0.087874999999999981 0.085110000000000005 -0.095869999999999983 0.087695000000000009 0.045645000000000005 -1.0000000180025095e-35 0.088015000000000024 0.49041500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 -1 11 15 19 -5 -3 -4 12 -6 14 20 -2 17 -17 -12 -8 21 -13 23 -23 -25 26 -22 -28 -27 -19
right_child=6 2 10 8 5 -7 7 -9 -10 -11 18 13 -14 -15 -16 16 -18 29 -20 -21 25 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0028889880616039974 0.006033236968598147 0.0034582578634731582 0.010379367477863114 0.0071597027213646351 0.0065513648103702497 0.0091189899204774955 0.00059911996741680265 -0.0025981539284714037 0.0020238225239873403 -0.0013622236894866957 0.0073960179100467415 0.00047679396419134638 -0.0010054798170795619 0.0032319229350035858 0.010085280550669684 -9.2339360095478129e-06 0.00031521597097513318 0.0053377418225156788 0.0043338451664815319 0.0056755436566850769 0.0069205723867653219 0.0080374592275877493 0.01128719088646913 0.0054566345437804774 -0.00096297733912108793 0.0060791979949141213 0.006584252948217518 0.012880799154585388 0.0082270381925637036 0.0024571127180247712
leaf_weight=41 38 257 23 141 43 88 36 34 20 20 80 26 21 33 31 32 50 85 69 20 708 45 21 24 25 903 20 37 80 70
leaf_count=41 38 257 23 141 43 88 36 34 20 20 80 26 21 33 31 32 50 85 69 20 708 45 21 24 25 903 20 37 80 70
internal_value=0 0.00617398 0.00498519 0.00436421 0.0065119 0.00658246 0.00251281 0.000519355 0.00652171 0.00311021 0.00656652 0.00647179 0.00407178 0.00655044 0.00660748 0.00316522 0.00270536 0.00334444 0.00597796 0.00241213 0.00655041 0.00509219 0.00613566 0.00498479 0.00218132 0.00666803 0.00720005 0.0106715 0.006254 0.00403681
internal_weight=0 2756 610 438 2146 2105 365 90 161 277 172 2017 64 1953 1920 275 237 187 149 56 1889 141 115 94 49 1748 765 57 983 155
internal_count=3121 2756 610 438 2146 2105 365 90 161 277 172 2017 64 1953 1920 275 237 187 149 56 1889 141 115 94 49 1748 765 57 983 155
is_linear=0
shrinkage=0.0394268


Tree=3076
num_leaves=31
num_cat=0
split_feature=1 2 16 52 157 124 1 14 11 11 2 47 40 13 15 11 14 13 3 13 43 51 455 1375 16 401 13 1 39 1
split_gain=2.25123 0.583955 0.306586 0.52358 0.43089 0.303949 0.263055 0.262358 0.230828 0.23044 0.227184 0.223028 0.272747 0.219745 0.213002 0.292442 0.189519 0.183114 0.203733 0.180046 0.305 0.178109 0.177921 0.185071 0.175618 0.175295 0.175283 0.164084 0.495205 0.192542
threshold=0.11829500000000003 0.10527500000000002 0.40020000000000006 0.039215000000000007 -0.078754999999999978 -0.083859999999999976 0.16773500000000005 0.076975000000000002 0.075910000000000019 0.094350000000000003 0.13622000000000004 0.085505000000000012 -0.0087249999999999984 -0.0079349999999999993 -0.07490999999999999 0.090070000000000025 -0.47071999999999997 0.10935500000000002 0.13524500000000003 -0.08971999999999998 0.016310000000000002 0.087305000000000008 0.092320000000000013 -0.16449999999999998 0.51222500000000004 0.085900000000000018 0.0015850000000000003 0.14516000000000004 0.092310000000000017 0.13869000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 13 11 9 -9 22 19 16 -13 -1 -4 24 -2 18 21 -5 -21 -6 23 -7 -16 27 -26 29 -29 -18
right_child=6 2 14 10 17 7 -8 8 -10 -11 -12 12 -14 -15 15 -17 25 -19 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0041141474517381541 0.0048555060058017331 -0.0023316840681689485 0.0082949230787296348 0.0030261091542181351 0.0031795497811844234 0.0026688694662399971 -0.0016160675815929625 0.0044425128133097763 0.00849973121605682 0.0014487009569106261 0.0016173867773312883 0.00071075491990368281 0.0047829188562941872 -6.052154961795097e-05 0.0012778287279720235 0.0076932765463658091 0.0016900415099696984 -0.0003721143656868147 0.00068953546812432415 0.0078732411279581489 0.0036284106360446561 0.0064544940295900421 0.0085109328084214345 0.0052370140082824285 0.0061768819038277465 -0.0017506240055472986 0.0028532352343016406 0.007604875973480636 -9.2641822842015901e-05 -0.0017112065551936264
leaf_weight=68 21 22 23 25 134 35 23 25 55 20 20 28 72 20 26 30 136 20 34 59 32 24 20 1986 41 20 37 20 21 24
leaf_count=68 21 22 23 25 134 35 23 25 55 20 20 28 72 20 26 30 136 20 34 59 32 24 20 1986 41 20 37 20 21 24
internal_value=0 0.00493409 0.00388602 0.00333595 0.00233193 0.00518188 0.00200817 0.00526476 0.00723185 0.00518841 0.00506346 0.00225191 0.00364271 0.00316536 0.00518234 0.00464809 0.0016772 0.00281589 0.00314798 0.00565761 0.00638055 0.00367701 0.00522506 0.00519254 0.00376967 0.00137519 0.00460028 0.00168621 0.00366224 0.00117985
internal_weight=0 2756 527 370 234 2229 365 2141 80 2061 136 342 100 88 157 134 242 212 192 116 91 158 2041 2021 104 221 78 201 41 160
internal_count=3121 2756 527 370 234 2229 365 2141 80 2061 136 342 100 88 157 134 242 212 192 116 91 158 2041 2021 104 221 78 201 41 160
is_linear=0
shrinkage=0.0350099


Tree=3077
num_leaves=31
num_cat=0
split_feature=1 2 3 12 9 44 14 11 0 4 2 0 51 4 151 4 13 2 12 51 50 159 2 49 151 10 376 130 10 156
split_gain=1.82507 0.446178 0.273179 0.270415 0.269848 0.270332 0.265295 0.281532 0.26374 0.308829 0.254294 0.244503 0.427254 0.306432 0.451002 0.257637 0.239673 0.226181 0.23197 0.368292 0.456376 0.225849 0.2436 0.212963 0.207372 0.204954 0.206308 0.235025 0.214472 0.196791
threshold=0.11690500000000002 0.10188000000000001 0.30112000000000005 -0.42850999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.054835000000000009 0.085630000000000026 -0.13843999999999998 0.42642000000000008 0.15361500000000003 -0.11013499999999998 -0.031924999999999995 -0.0016099999999999997 1.0000000180025095e-35 0.10637500000000001 -0.14179999999999995 -0.090999999999999984 0.087695000000000009 0.045645000000000005 0.083640000000000006 0.093660000000000007 0.13913500000000004 -0.088694999999999982 0.015440000000000001 -0.005834999999999999 0.11430500000000002 -0.0060099999999999989 1.0000000180025095e-35 0.091255000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 25 -4 -1 6 7 11 9 23 16 12 -6 -14 15 -15 -10 -13 19 29 -21 22 -5 -3 -25 -2 27 -27 -29 -19
right_child=2 8 3 21 5 -7 -8 -9 10 -11 -12 17 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0018804298112907814 0.00047189843101378385 0.0051054231302605771 0.0028654105499556484 0.00013001352437061014 -0.0014655341166503121 0.0087992277107526648 0.0065899075660526456 0.00059318738484104457 0.0010280650550730398 0.0064326639862583336 0.00027946035438032753 0.0021074466402361621 0.0009610487991732168 0.0093507849470876748 0.00034852636840014512 0.0049007874727829649 0.0044332014745967607 0.0052006311587801555 0.0044752731271101038 0.012069783114523024 0.0057231050872945007 0.0016665776897482635 -0.0052025387999512368 0.0018733268752903929 -0.0020489446667759791 -0.0001459529242544797 -0.0005190540461326999 0.0040926033065757884 0.0008249641817420567 0.0026748253963731895
leaf_weight=41 53 20 34 21 20 20 88 21 27 20 21 38 30 23 20 52 411 690 973 21 41 25 21 95 20 23 20 163 29 40
leaf_count=41 53 20 34 21 20 20 88 21 27 20 21 38 30 23 20 52 411 690 973 21 41 25 21 95 20 23 20 163 29 40
internal_value=0 0.00445217 0.00188909 0.000322429 0.00469307 0.00474859 0.0047092 0.00462515 0.00362121 0.00237257 0.00404286 0.00466862 0.00328552 0.00404569 0.00501978 0.00626545 0.0042233 0.00477985 0.00483738 0.00528225 0.00787279 -0.000968039 -0.00253626 0.00177108 0.00119119 0.00243851 0.00288204 0.00319843 0.00359905 0.00506223
internal_weight=0 2732 389 101 2118 2077 2057 1969 614 155 459 1948 145 125 95 75 438 1803 1765 792 62 67 42 135 115 288 235 215 192 730
internal_count=3121 2732 389 101 2118 2077 2057 1969 614 155 459 1948 145 125 95 75 438 1803 1765 792 62 67 42 135 115 288 235 215 192 730
is_linear=0
shrinkage=0.0350099


Tree=3078
num_leaves=31
num_cat=0
split_feature=4 2 3 106 44 2 457 42 3 1213 16 0 1 149 16 483 16 15 16 159 151 1374 150 2 1212 128 0 0 4 12
split_gain=1.50439 0.553949 0.476031 0.258858 0.247092 0.242913 0.222584 0.205773 0.265458 0.299704 0.258743 0.38936 0.191327 0.1955 0.190113 0.304467 0.241105 0.420625 0.379384 0.300388 0.199886 0.198549 0.294485 0.28243 0.28055 0.276291 0.298706 0.260775 0.269509 0.217593
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 1.0000000180025095e-35 0.25063000000000007 0.31508000000000008 0.11457500000000002 -0.081054999999999974 -0.0043299999999999996 -0.082779999999999979 -0.067094999999999988 0.08592000000000001 0.07770500000000001 -0.069144999999999984 0.083960000000000021 -0.039889999999999988 0.11728000000000001 -0.046599999999999996 0.13810000000000003 -0.08341999999999998 0.086000000000000007 -0.099594999999999975 0.13247500000000004 0.092585000000000015 0.10264000000000002 -0.14920999999999998 -0.13027499999999997 -0.014149999999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 12 7 14 -9 -10 -11 -12 -2 -14 15 20 17 18 -16 21 -1 22 -18 24 25 26 -24 28 -28 -29
right_child=5 -3 -4 -5 -6 -7 -8 8 9 10 11 -13 13 -15 16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0016555160264944036 0.0056361498306306051 -0.00057384025629166405 0.0012051222016840287 0.0010643689872286467 0.0077634802426664595 -0.0020238009919056458 0.00093863152841613029 0.0057988903736591263 0.0056701911546414019 0.0048475026300579243 -0.0032553715210850219 0.002569637342628525 0.0015378953045789379 0.0050445068057908965 0.0031016919362061492 0.0077486954093507676 7.0454396326097768e-05 0.0076354109224590358 -0.0024534824999000024 0.0093357393033873838 0.0050964547819476258 0.0074603972105396037 0.0082003720313169205 0.0092205760876971788 8.5397241103844838e-05 -6.7790549966751334e-06 0.0050351679348302984 0.0050924788087261183 -0.0007962319851670006 0.0038124148077573554
leaf_weight=27 22 33 64 31 40 24 25 52 34 25 30 44 292 27 113 67 23 26 23 21 936 36 36 20 22 20 22 657 28 301
leaf_count=27 22 33 64 31 40 24 25 52 34 25 30 44 292 27 113 67 23 26 23 21 936 36 36 20 22 20 22 657 28 301
internal_value=0 0.00450371 0.00456524 0.00464612 0.00468837 0.00181011 0.00464084 0.00467695 0.00341037 0.00247652 0.0013797 0.000208147 0.00207995 0.00183469 0.00477549 0.00517878 0.00446734 0.00304063 0.00216221 0.00466222 0.00499998 0.00457797 0.00448606 0.00457789 0.00449239 0.00458351 0.00467144 0.00454541 0.00176958 0.00469029
internal_weight=0 2756 2723 2659 2628 365 2588 2563 185 133 99 74 341 319 2378 1030 1348 162 136 1186 963 1165 1129 1106 1086 1064 1044 1008 50 958
internal_count=3121 2756 2723 2659 2628 365 2588 2563 185 133 99 74 341 319 2378 1030 1348 162 136 1186 963 1165 1129 1106 1086 1064 1044 1008 50 958
is_linear=0
shrinkage=0.0394268


Tree=3079
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 0 2 2 49 133 159 4 132 43 1 51 47 16 43 3 3 0 1 0 400
split_gain=86.8322 14.1695 8.88993 8.20983 5.84601 4.85176 3.22352 2.40192 2.19392 2.06889 2.00171 1.57593 1.51144 1.15452 1.10592 1.05685 1.11411 1.02714 0.844331 0.834229 0.943895 0.831683 1.36129 0.828663 0.820445 1.34064 0.821258 0.776796 1.42653 0.763222
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.089775000000000008 0.40473500000000007 0.14285500000000004 0.09253500000000002 0.062655000000000016 -0.22491999999999998 -0.090999999999999984 0.17025000000000004 -0.0060549999999999988 0.089200000000000015 0.082585000000000006 -0.013514999999999998 0.089365000000000014 0.064745000000000011 0.087135000000000004 0.11144500000000002 0.078345000000000012 -0.29154999999999992 0.12266000000000001 0.30112000000000005 0.076840000000000006 -0.036484999999999997 0.084885000000000002 -0.070154999999999981 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 9 -6 10 -5 11 13 -1 24 -7 17 16 18 21 -12 20 -13 -3 -23 -20 25 26 -4 28 -17 -18
right_child=1 2 12 8 6 7 -8 -9 -10 -11 15 19 -14 -15 -16 27 29 -19 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014334767381757481 0.001878197951518346 0.0010143548418957457 0.00039636657701554618 0.0017097375089451404 0.0017011364211018396 0.0010875507656403203 0.0010201370035767007 0.0013143204527981288 0.0011038157884792335 0.0023115671537671601 0.001892041090508522 0.0019944827086154815 0.00033207157038420891 0.001725709772074752 0.00071543948936918938 0.0020359567806684446 0.0013408591281171486 0.00062312774832107298 0.0013813707113884723 0.0018777421376391739 0.0016296753234650893 0.00098202266302380224 0.0015814571387211785 0.0018161800771649284 0.00054477126307966872 0.0012463243188786375 0.00089926347999174207 0.0023186096165845032 0.0015213981399031836 0.0017292937064892796
leaf_weight=22 74 185 21 34 84 22 37 39 63 59 368 895 49 20 45 85 20 20 25 390 27 28 28 46 51 23 28 21 26 286
leaf_count=22 74 185 21 34 84 22 37 39 63 59 368 895 49 20 45 85 20 20 25 390 27 28 28 46 51 23 28 21 26 286
internal_value=0 0.00108461 0.000986568 0.00186426 0.0011352 0.00188688 0.0014929 0.00178157 0.0013162 0.0019593 0.0018014 0.00194372 0.000617578 0.00139144 0.00099376 0.00182104 0.00179295 0.00104175 0.00185501 0.00195227 0.0019838 0.00107649 0.00128174 0.00166308 0.000731316 0.000863452 0.000683736 0.00197957 0.00191543 0.00170391
internal_weight=0 673 599 2448 427 2351 121 958 97 1393 919 1334 172 42 306 877 745 261 439 1312 922 241 56 71 123 72 49 132 111 306
internal_count=3121 673 599 2448 427 2351 121 958 97 1393 919 1334 172 42 306 877 745 261 439 1312 922 241 56 71 123 72 49 132 111 306
is_linear=0
shrinkage=0.00192234


Tree=3080
num_leaves=31
num_cat=0
split_feature=1 2 1 12 156 12 484 4 15 160 3 12 3 2 13 13 4 133 1185 50 42 3 3 13 1427 0 1 160 1209 42
split_gain=1.55377 0.448019 0.333874 0.357908 0.31099 0.438847 0.230429 0.227448 0.288101 0.237368 0.2166 0.257241 0.206556 0.208577 0.422435 0.328673 0.32188 0.279427 0.245977 0.240782 0.206869 0.491063 0.279581 0.194814 0.190213 0.182656 0.565728 1.00312 0.200494 0.249099
threshold=0.11866500000000001 0.15609500000000001 0.089770000000000016 0.087925000000000017 0.11538000000000002 0.082480000000000012 -1.0000000180025095e-35 0.42642000000000008 -0.18895499999999996 0.092070000000000013 0.30112000000000005 -0.42850999999999995 0.10732000000000001 0.084055000000000005 -0.0079349999999999993 0.061215000000000012 -0.085409999999999986 0.0033250000000000003 0.089300000000000004 0.077545000000000017 0.087075000000000014 -0.080734999999999987 -0.086424999999999988 -0.013304999999999999 1.0000000180025095e-35 -0.068604999999999985 0.081670000000000006 -0.081069999999999989 0.087170000000000011 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 6 -4 8 -8 -10 -2 -12 13 14 16 19 23 20 24 -16 22 -22 -18 -1 25 28 27 -27 -15 -30
right_child=10 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 18 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0077761375521973597 0.0021716915096876618 -0.0008706759635698165 0.0057639141692951293 0.0042526711426534233 0.006312689195100727 -0.0025573852926380853 -0.0016242885203869299 0.0058430589805725641 0.0021854980941530878 0.0056554462262218691 0.0026821436059578591 -0.0010965136284221194 0.0011628748665237897 0.0042206076607225326 0.010687690043899953 0.0036459352233570697 0.008653519505043417 0.0010892468476968939 0.0077790182627843277 0.0063907937293050231 -0.0013094740986261671 0.0056801553591851158 0.0042826114021823946 0.0040133550351927018 0.0074400031130903337 -0.0036221134928897383 0.0076869079119742875 0.0035567055959115808 0.0049086882183828765 0.0094110444357846292
leaf_weight=48 255 22 29 412 28 20 22 23 230 27 34 63 24 1197 33 22 24 39 24 31 22 28 71 26 22 27 32 205 61 20
leaf_count=48 255 22 29 412 28 20 22 23 230 27 34 63 24 1197 33 22 24 39 24 31 22 28 71 26 22 27 32 205 61 20
internal_value=0 0.0041055 0.00414535 0.00353841 0.00276195 0.0024787 0.00278299 0.00249675 0.00222089 0.00255005 0.00163606 0.000227964 0.0043908 0.0044309 0.00521246 0.00733743 0.00450414 0.00371993 0.00426159 0.00860638 0.00442749 0.00260472 0.00538684 0.00645408 0.00420761 0.0041615 0.00332314 0.00272124 0.00433468 0.00602038
internal_weight=0 2769 2747 791 379 351 331 302 279 257 352 97 1956 1932 344 86 258 184 1588 64 145 50 95 74 1564 1542 264 232 1278 81
internal_count=3121 2769 2747 791 379 351 331 302 279 257 352 97 1956 1932 344 86 258 184 1588 64 145 50 95 74 1564 1542 264 232 1278 81
is_linear=0
shrinkage=0.0350099


Tree=3081
num_leaves=31
num_cat=0
split_feature=4 2 1375 0 0 133 52 133 51 295 1 41 2 152 4 15 147 160 16 1 1 4 15 150 16 130 399 42 1211 43
split_gain=1.32734 0.438292 0.234793 0.273794 0.289004 0.338981 0.230308 0.223604 0.356551 0.221215 0.210546 0.232674 0.209078 0.206051 0.203204 0.198072 0.613114 0.418509 0.268248 0.187281 0.187661 0.249715 0.198239 0.187073 0.157015 0.218944 0.200067 0.194349 0.184025 0.284039
threshold=0.27044500000000005 0.14285500000000004 -0.27302499999999996 -0.14832499999999996 -0.13027499999999997 -1.0000000180025095e-35 -0.090859999999999982 1.0000000180025095e-35 0.088785000000000017 0.084000000000000005 0.15471500000000002 0.092100000000000015 0.11682500000000001 0.087525000000000006 -0.0047449999999999992 -0.41942499999999994 0.08789000000000001 -0.077849999999999989 -0.44310499999999992 0.077565000000000009 0.10060500000000001 0.038415000000000012 0.094035000000000007 0.081835000000000019 -0.083539999999999989 0.11890500000000002 0.088190000000000018 0.11934000000000002 0.087635000000000005 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 -5 -7 8 -3 13 11 12 15 24 -8 17 -17 -2 -19 -4 21 22 -21 -14 26 27 28 -26 -6 -30
right_child=10 7 3 4 9 6 14 -9 -10 -11 -12 -13 23 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00074371461757169119 0.0042791235640910631 -0.0037566477910124388 0.0078990768334865884 -0.0021083653374502419 0.0039112443651990441 0.0059787299379253315 4.4612900526218081e-05 0.0034018578103263536 0.0020189102798942476 0.00038746480072752147 -0.001099566413449425 0.0051962291874155476 -0.00024274474515011683 0.00038553380184413419 0.0037988355937101518 0.0059132007791757226 -0.00019524686859622833 0.0024253831534466344 -0.0024815431218966344 0.0040650177938858336 0.007142365284972977 0.0071233893871048689 0.00026271412538246531 0.0026548100753866909 0.0037554801452728986 0.0010850734208399018 0.0065491678990608395 0.0016425902294078349 0.0092574080433456343 0.0040431669204313379
leaf_weight=31 32 20 24 20 543 21 35 35 34 23 35 21 105 21 33 49 32 21 35 70 28 24 21 35 1587 39 42 53 20 32
leaf_count=31 32 20 24 20 543 21 35 35 34 23 35 21 105 21 33 49 32 21 35 70 28 24 21 35 1587 39 42 53 20 32
internal_value=0 0.00363435 0.00371342 0.00374834 0.00365737 0.00192944 0.00283681 0.00126489 -0.000120185 0.00373717 0.00143172 0.00170018 0.00146259 0.00377014 0.00186652 0.00227521 0.00349999 0.00114785 -0.000641446 0.00509338 0.00462249 0.00400895 0.00318756 0.000481644 0.00380083 0.00362676 0.00425966 0.0036872 0.00409804 0.00604864
internal_weight=0 2756 2667 2636 2469 109 89 89 54 2360 365 330 309 2337 68 169 81 88 56 167 143 115 91 140 2316 1679 637 1640 595 52
internal_count=3121 2756 2667 2636 2469 109 89 89 54 2360 365 330 309 2337 68 169 81 88 56 167 143 115 91 140 2316 1679 637 1640 595 52
is_linear=0
shrinkage=0.0343234


Tree=3082
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 2 150 4 43 14 0 15 1 2 50 3 43 39 3 0 3 3 1 15 151 1
split_gain=81.1685 9.7418 9.15744 5.37251 4.80296 3.69656 2.94498 2.5322 2.46568 2.32514 1.86466 1.81359 1.70234 1.60338 1.1987 1.13597 1.1211 1.09027 0.950106 0.872668 0.902007 0.851467 0.829052 1.12045 0.823722 0.958882 0.796471 0.787959 0.701374 0.623141
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.090455000000000021 -1.0000000180025095e-35 0.10803500000000001 0.11362000000000001 0.09487000000000001 0.033845000000000007 -0.066504999999999995 0.076175000000000007 -0.13027499999999997 0.13592500000000005 0.122715 0.087470000000000006 0.041865000000000006 0.095270000000000007 -0.083269999999999997 0.098220000000000016 -0.13927999999999999 -0.066089999999999996 0.149315 -0.017889999999999996 0.12000500000000001 -0.41942499999999994 -1.0000000180025095e-35 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 7 13 26 29 10 12 15 17 14 -4 22 -2 -1 27 20 -6 24 -8 -24 25 -10 -3 -7 -29 -9
right_child=1 5 6 -5 19 18 11 8 21 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00068654015467163132 0.0013046796874891908 0.00054207106782105594 0.0010671987899462337 0.00053881404688118023 0.00075996569658649555 0.00023361422336618434 0.0015639302208751368 0.0012530494033857116 0.0003383052474544969 0.00071526039960105071 0.00075402833381000612 0.0011478871882000135 0.0013876656263050603 0.0018112585910847754 0.0014621272211759024 0.00095071427722668732 0.00087422939363031066 0.0012030664268564487 0.00042817955205268801 0.00093884160614501227 0.00026318263303491988 0.00023059971109015259 0.0013929106002309912 0.0012000074679609624 0.00038242659986241305 0.00078576702417617553 0.00014115068255924281 8.0003466070376777e-05 -0.00038586799848587013 0.00079340626117409285
leaf_weight=21 83 24 28 74 34 29 75 22 22 31 24 169 205 46 1089 23 29 47 23 39 21 29 546 133 48 75 66 22 24 20
leaf_count=21 83 24 28 74 34 29 75 22 22 31 24 169 205 46 1089 23 29 47 23 39 21 29 546 133 48 75 66 22 24 20
internal_value=0 0.000575958 0.0013522 0.000932867 0.00109878 0.000411639 0.00140291 0.00051366 0.000624326 0.00120641 0.00125768 0.00132482 0.00130195 0.00146643 0.00145223 0.00136331 0.00119322 0.00104355 9.30835e-05 0.000723197 0.000570285 0.000525397 0.0013759 0.00135513 0.000584357 0.000684281 0.000248063 -9.67924e-06 -0.00016306 0.00103417
internal_weight=0 590 2531 186 422 404 2109 306 216 328 297 946 273 1163 1117 777 112 68 98 94 55 174 754 679 145 97 90 75 46 42
internal_count=3121 590 2531 186 422 404 2109 306 216 328 297 946 273 1163 1117 777 112 68 98 94 55 174 754 679 145 97 90 75 46 42
is_linear=0
shrinkage=0.00188464


Tree=3083
num_leaves=31
num_cat=0
split_feature=1 12 52 1 1 4 2 15 3 3 0 0 1 44 47 15 4 15 2 16 0 2 12 12 1 12 1 4 43 10
split_gain=61.4588 7.49451 7.09714 5.06043 3.93458 2.62857 2.36307 2.24325 1.98019 1.72921 1.95903 1.54385 1.50145 1.48896 1.29532 1.02859 0.802201 1.61107 0.997002 0.77911 1.32831 0.777342 0.760377 0.749531 0.661724 0.637736 1.07664 0.635381 0.623233 0.620496
threshold=0.10752500000000002 0.051320000000000005 -0.40306999999999998 0.12337000000000002 0.08864000000000001 0.053180000000000012 0.10803500000000001 0.024640000000000006 -0.022174999999999997 -0.14186499999999996 -0.064754999999999993 -0.23194499999999998 0.14860500000000001 0.094585000000000016 0.081320000000000017 1.0000000180025095e-35 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.066275000000000014 -0.066089999999999996 0.10252500000000002 0.090285000000000018 0.11472500000000001 0.095950000000000021 0.088245000000000004 0.089175000000000018 -0.036839999999999991 -0.083269999999999997 -0.062879999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 27 6 11 9 8 14 -4 15 25 -1 13 23 19 -3 18 -18 -13 20 21 24 -7 -5 -6 26 -11 -2 -8 -14
right_child=2 5 3 12 7 22 28 -9 -10 10 -12 16 29 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019316680820272161 0.0016656228963686077 0.0016057178866858298 0.0013694864431875076 0.00053764666165761902 0.0012614013700932552 0.001483663843275358 0.00048789553046014154 0.001677898149769954 0.00081217757563170916 0.0016150848404698629 0.0013345980054858546 0.0016832199530649131 1.5433457340244508e-05 0.0011301641064233752 0.0013234880801374707 0.0019185516054680142 0.0014225691461195731 0.00086820677308514934 0.0011795035433432362 0.001286835503666904 0.00046722300798649906 0.00079848869456693704 0.0012609298947177361 0.00092223197590322447 0.00086459543603239304 0.0015247092404660073 0.0011628230017499252 0.0012377786655881 0.00083004832502450655 0.00042237727804959012
leaf_weight=22 29 83 62 173 41 91 23 21 38 709 155 53 20 20 41 73 76 26 20 21 23 53 150 21 25 828 20 23 136 45
leaf_count=22 29 83 62 173 41 91 23 21 38 709 155 53 20 20 41 73 76 26 20 21 23 53 150 21 25 828 20 23 136 45
internal_value=0 0.00148718 0.00079822 0.000732672 0.00125333 0.00153398 0.000926174 0.00107965 0.00115771 0.00155835 0.0015407 0.00145171 0.000553042 0.000630762 0.00101806 0.00175211 0.00139137 0.00128126 0.00154522 0.000941239 0.000890129 0.000971868 0.00134503 0.000579277 0.0011111 0.00156121 0.00160268 0.00147638 0.000780555 0.000297164
internal_weight=0 2531 590 538 422 2109 259 225 100 1868 1712 197 279 214 204 156 175 102 73 163 142 119 241 194 66 1557 729 52 159 65
internal_count=3121 2531 590 538 422 2109 259 225 100 1868 1712 197 279 214 204 156 175 102 73 163 142 119 241 194 66 1557 729 52 159 65
is_linear=0
shrinkage=0.00192234


Tree=3084
num_leaves=31
num_cat=0
split_feature=4 3 2 12 2 2 457 2 4 45 14 0 4 0 160 0 4 48 52 43 1374 0 457 457 457 1456 483 12 15 48
split_gain=1.59925 0.575689 0.445532 0.275867 0.346448 0.516488 0.264684 0.228419 0.205077 0.198173 0.190672 0.190672 0.45396 0.399868 0.355229 0.366378 0.201864 0.244844 0.403766 0.209091 0.197202 0.18102 0.192792 0.206663 0.249315 0.198604 0.186587 0.375455 0.180349 0.179975
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 -0.010834999999999999 -0.0091949999999999983 0.094095000000000012 0.31508000000000008 0.25063000000000007 0.0016150000000000003 0.084355000000000013 0.019675000000000002 -0.11013499999999998 0.0045450000000000013 -0.15599999999999997 -0.037174999999999993 -0.14226499999999997 0.022185000000000003 0.093265000000000015 0.13140000000000004 -0.50216499999999986 0.086000000000000007 -0.089964999999999976 -0.086374999999999993 0.062030000000000009 0.09061000000000001 0.061930000000000006 -0.095084999999999989 0.089005000000000015 -0.082809999999999981 0.12118000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 9 29 -6 10 11 12 13 -5 -14 -16 17 19 -19 -13 21 -21 25 26 -25 -23 27 -24 -3 -2
right_child=7 28 -4 6 5 -7 -8 -9 -10 -11 -12 16 14 -15 15 -17 -18 18 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00071136331337328426 0.0020887544895795817 0.0029717132393936381 -0.00067625131454842767 0.0030764846734749243 0.0095017863473094728 0.0025095471545664196 0.00031436296611899546 -0.0016759482531054787 0.0050090046306574786 0.0071397133489013677 0.0058940765690922731 0.0072549247403625909 0.0018796386402217401 -0.0028257717634757613 0.0099064051129291574 0.00391497657977735 0.0034006992511010463 0.0039974773043830727 -0.00070711964546984216 0.0055450357671700378 0.007741858249986789 -0.00049862308821085888 0.010047124837560964 -8.159033578416276e-05 0.0044245954846061589 0.0041418514710337244 0.0044322555697797108 0.0040669240016915492 -0.00050536250661982929 -0.00094186886417348039
leaf_weight=58 315 33 23 34 20 112 20 24 33 31 91 35 34 24 22 29 247 111 28 175 23 20 22 27 34 26 1372 31 41 26
leaf_count=58 315 33 23 34 20 112 20 24 33 31 91 35 34 24 22 29 247 111 28 175 23 20 22 27 34 26 1372 31 41 26
internal_value=0 0.00409143 0.00417548 0.00421744 0.00303884 0.00385698 0.00432534 0.00162533 0.00670439 0.00435854 0.00432239 0.00426004 0.00302213 0.000634172 0.00465156 0.00649951 0.00434234 0.0044645 0.00304979 0.00457591 0.00452171 0.00447832 0.00435647 0.00442557 0.00243005 0.00212425 0.00451099 0.00654927 0.00104523 0.00185768
internal_weight=0 2756 2682 2659 223 165 2436 365 53 2416 2385 2294 143 58 85 51 2151 1904 139 1765 1730 1707 1532 1486 61 46 1425 53 74 341
internal_count=3121 2756 2682 2659 223 165 2436 365 53 2416 2385 2294 143 58 85 51 2151 1904 139 1765 1730 1707 1532 1486 61 46 1425 53 74 341
is_linear=0
shrinkage=0.0350099


Tree=3085
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 2 1 14 1 52 1 150 49 2 1 2 150 1 0 1 43 43 16 39 3 47 51
split_gain=79.4093 9.43021 8.71935 7.15575 5.54833 4.25363 3.21496 2.49163 2.43337 2.27851 1.92334 1.17535 1.09067 1.45001 2.99481 1.05834 1.03765 1.03501 0.986794 0.951466 0.852807 0.816729 0.769656 0.761124 0.697114 0.66503 0.648393 0.619663 0.57475 0.569865
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.13754500000000003 0.13075500000000004 0.082585000000000006 0.089885000000000007 0.084785000000000013 0.076175000000000007 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.081835000000000019 -0.012034999999999999 0.14285500000000004 0.16540500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.084885000000000002 0.041630000000000007 1.0000000180025095e-35 -0.013199999999999998 -0.080324999999999994 0.13751500000000003 0.087880000000000014 -0.11171999999999999 0.091680000000000011 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 8 26 16 10 -4 11 29 -10 20 27 -2 19 -8 -13 23 21 22 -14 -5 -11 -7 -3 -15 -17 -1
right_child=1 6 9 7 -6 25 17 -9 12 24 -12 18 13 14 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013858660638189574 0.0007562709336253737 0.00059806421300150287 0.0012174558192020683 0.00060783115345638028 0.00068085993793655332 0.00058826408648163882 0.0002015066782729079 0.00025456347980661303 0.0014968858496790646 0.00074051812745815993 0.0016838145446887306 0.00089539171338019622 0.0012557465533212804 0.0013468966370695048 0.00041829340989750144 0.0013743601704265026 0.0003410718863749799 -0.00022341385788510011 0.0012805417029837878 0.00054584871032075841 0.0015900918457709629 0.0010476187380956614 0.0015795271384530477 0.0010030355149451204 0.00037601779876628719 0.0010190155610206068 0.00032134613703127795 0.0010322971681675137 0.0010892756590944138 0.0011335439990649281
leaf_weight=1064 20 96 29 22 45 26 130 58 53 59 58 23 658 39 20 38 22 21 239 41 24 58 24 51 23 20 37 40 54 29
leaf_count=1064 20 96 29 22 45 26 130 58 53 59 58 23 658 39 20 38 22 21 239 41 24 58 24 51 23 20 37 40 54 29
internal_value=0 0.000552806 0.00127631 0.000769108 0.00129863 0.00131034 0.000319747 0.000562759 0.0013209 0.000789596 0.00136712 0.00135356 0.0012496 0.00123442 0.00103219 0.00112654 0.000694195 0.000142412 0.00124673 0.000762341 0.00126062 0.00124993 0.00126714 0.000883933 0.00063828 0.000775547 0.000521082 0.00118761 0.00120703 0.00137917
internal_weight=0 590 2531 306 2420 2375 284 194 2329 111 1413 1355 916 863 99 112 136 151 262 114 764 740 682 73 82 46 133 79 92 1093
internal_count=3121 590 2531 306 2420 2375 284 194 2329 111 1413 1355 916 863 99 112 136 151 262 114 764 740 682 73 82 46 133 79 92 1093
is_linear=0
shrinkage=0.00177594


Tree=3086
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 1 2 49 150 50 1 124 12 1 2 0 4 3 1 4 15 1 39
split_gain=81.9018 13.6663 7.26504 6.93889 4.60151 4.01466 2.76262 2.56768 2.25294 2.19988 2.04191 1.48571 1.34266 2.17336 1.05425 1.0415 0.983911 0.982935 0.88505 0.87838 0.869298 0.86719 0.865971 0.809157 1.31332 0.776607 0.773076 0.704915 0.774535 0.637281
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.077845000000000011 -0.15464999999999998 0.089625000000000024 0.090425000000000019 -0.054984999999999992 1.0000000180025095e-35 0.041865000000000006 0.12408500000000001 -0.081214999999999982 0.087695000000000009 0.076935000000000017 -0.0091949999999999983 -0.030209999999999997 -0.49013999999999996 0.090900000000000009 0.13075500000000004 0.061775000000000004 -0.089964999999999976 0.14699000000000004 0.084780000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 18 26 12 15 -4 -9 19 21 -2 20 27 -13 -3 23 22 -14 -7 -1 -25 -5 -8 28 -6 -12
right_child=1 4 10 25 16 9 7 11 -10 -11 29 17 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020875508783984322 0.001181700674202436 0.0007262332015290394 0.0016079565129276752 0.00097662964166184661 0.00063266871902102238 0.0015989584225096322 0.0015802219726037288 0.0013317936819558049 0.0020805011442848035 0.0011141066759689352 0.00073015124964363428 0.00086223359409646658 0.0012999612857085056 0.0010400114760425289 0.0016396588636669381 0.0012366248080446049 0.00069449069260286902 0.00054144256572319165 0.00034969588597092072 0.0017082820663881129 0.0017828412642996228 0.0016963542192317018 0.0012433067027119223 0.0018052153898343449 0.0013392260167260771 0.00055929075506534059 0.0011057691418864468 -7.3918936440215064e-05 0.00015474256086984978 0.0011221850618559025
leaf_weight=37 23 48 28 60 22 285 23 20 76 41 25 125 23 23 121 30 23 52 48 670 92 274 29 747 24 24 31 21 32 44
leaf_count=37 23 48 28 60 22 285 23 20 76 41 25 125 23 23 121 30 23 52 48 670 92 274 29 747 24 24 31 21 32 44
internal_value=0 0.000914901 0.00168724 0.00130526 0.000714899 0.00170894 0.000820861 0.00092906 0.00174982 0.00154834 0.00116137 0.000825229 0.00173584 0.00162069 0.00156651 0.00158917 0.000339709 0.00076799 0.000537965 0.00176078 0.00161522 0.00166566 0.00156611 0.0018043 0.00179071 0.00085739 0.00130785 0.000230909 0.000349453 0.000980144
internal_weight=0 673 2448 228 445 2351 347 251 1874 477 97 197 1798 320 144 436 98 177 96 1478 406 297 314 808 771 84 54 75 54 69
internal_count=3121 673 2448 228 445 2351 347 251 1874 477 97 197 1798 320 144 436 98 177 96 1478 406 297 314 808 771 84 54 75 54 69
is_linear=0
shrinkage=0.00196078


Tree=3087
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 2 12 4 3 4 157 13 47 4 14 47 49 47 0 15 3 12 11 4 52 156 3 2 1
split_gain=59.9544 7.6349 6.74352 5.66398 3.90022 2.53463 2.29015 2.28944 2.00221 1.75159 1.24646 1.13452 1.34438 1.06853 1.05645 0.973348 0.90771 1.0082 0.901273 0.897319 1.37933 0.889326 0.879436 0.739852 1.13488 0.7036 0.646001 0.749523 0.625971 0.623886
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 0.14285500000000004 0.091475000000000015 -0.16363499999999997 -0.11171999999999999 0.033845000000000007 -0.071119999999999989 -0.00096999999999999983 0.078345000000000012 0.024790000000000003 0.076175000000000007 0.080455000000000013 -0.066019999999999981 0.077555000000000013 -0.11437499999999999 -0.095244999999999982 -0.013929999999999998 0.13597000000000004 0.080455000000000013 -0.15464999999999998 -0.52606999999999993 0.092190000000000008 0.092670000000000016 0.095545000000000005 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 -3 11 15 -6 -1 22 -5 13 -13 -14 19 17 21 26 20 -4 -10 23 24 -9 -2 27 -11 -26 -7
right_child=1 5 7 6 8 29 -8 10 16 18 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00097840045877980964 0.0016693799936470864 0.00078728012229503631 0.0016770514843065421 0.00051750258560858526 0.0015343413440243191 0.00046671548092718125 0.00044703320027353929 0.0011180025494955724 0.00082129854121374855 0.0014930805859986838 0.0013238585605101108 0.00070968459057686869 0.0015373208164389618 0.0011634248903210896 0.00095848026029672639 0.0018938932018410114 0.0012780505467418733 0.00075684238006086914 0.0018209009011294327 0.0016134161715053467 0.00096637995771882868 0.001330174967542922 0.0011835488346559602 0.0017310801831665441 0.0015761529004842906 0.0013070375266657696 0.0017859033899369583 0.0011669710971394173 0.001439770286348645 0.00010247389558984452
leaf_weight=26 28 133 21 20 31 130 44 27 23 120 156 56 27 31 22 46 33 70 32 1170 21 31 29 65 377 78 21 35 197 21
leaf_count=26 28 133 21 20 31 130 44 27 23 120 156 56 27 31 22 46 33 70 32 1170 21 31 29 65 377 78 21 35 197 21
internal_value=0 0.000821436 0.00151552 0.00103632 0.00128926 0.000589906 0.000842111 0.0015608 0.00107896 0.00145823 0.00148225 0.000953544 0.00101767 0.000871362 0.00127743 0.00161393 0.000989044 0.000912131 0.0015182 0.00160331 0.00132172 0.00111343 0.0015178 0.00153236 0.00151087 0.00140275 0.00146317 0.00141944 0.00152935 0.000416059
internal_weight=0 590 2531 306 422 284 200 2109 188 234 851 156 136 87 49 1258 157 124 208 1212 42 54 695 666 601 106 176 155 574 151
internal_count=3121 590 2531 306 422 284 200 2109 188 234 851 156 136 87 49 1258 157 124 208 1212 42 54 695 666 601 106 176 155 574 151
is_linear=0
shrinkage=0.00196078


Tree=3088
num_leaves=31
num_cat=0
split_feature=1 12 15 52 1 16 3 43 48 15 1 148 12 12 12 16 16 12 39 43 12 11 15 42 4 0 15 1 16 1453
split_gain=2.3194 0.385239 0.435489 0.378376 0.371812 0.38998 0.33605 0.43841 0.475887 0.332271 0.263904 0.251155 0.315668 0.360683 0.29391 0.230747 0.244111 0.208984 0.318003 0.203927 0.195126 0.168396 0.467667 0.591925 0.313464 0.287328 0.488859 0.252768 0.232638 0.228799
threshold=0.11146500000000002 0.078300000000000008 0.035560000000000008 -0.26636999999999994 0.15471500000000002 -0.11118499999999999 0.12178000000000001 -0.077604999999999993 -0.0046349999999999994 -1.0000000180025095e-35 0.09253500000000002 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.089410000000000003 -0.16927999999999996 -0.082179999999999989 -0.10022999999999999 0.096625000000000016 -0.072864999999999985 0.11734000000000001 1.0000000180025095e-35 0.040760000000000005 0.086035000000000014 -0.14098499999999997 -0.11437499999999999 -0.095244999999999982 0.091345000000000023 0.0057500000000000008 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 11 -6 7 9 -9 10 -1 -5 13 14 17 -10 -17 -13 -19 -16 21 24 23 27 -3 26 -26 -23 -27 -30
right_child=3 20 -4 4 5 -7 -8 8 15 -11 -12 12 -14 -15 19 16 -18 18 -20 -21 -22 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0056410483270703544 0.0045650055088676854 0.0017110486504865966 0.0060105959769937781 -0.00012360781271579608 0.0018447051263706749 -0.0035466424129035009 -0.00015233905396196481 0.0010571184718352498 0.006984377008931628 -0.00043588748327262264 0.0021145952983996257 0.0037817792160216405 0.0052819185470680081 -0.001578934001291293 0.002631378714929251 0.0022922072358424147 0.0048373331750878766 0.002112648315431545 -0.00066654087824311373 0.0065758991521200193 0.0030079153387130419 0.007845242364554781 0.0076747974267768375 -0.00038723018653109435 0.0049083319828010152 0.0046371242293139813 -0.0014170516833338677 0.00438715848831891 0.00087473749981002713 0.0039689888968442427
leaf_weight=24 47 39 53 43 25 23 26 39 32 36 90 45 29 23 25 44 143 183 46 22 88 25 53 20 24 1459 20 77 23 295
leaf_count=24 47 39 53 43 25 23 26 39 32 36 90 45 29 23 25 44 143 183 46 22 88 25 53 20 24 1459 20 77 23 295
internal_value=0 0.00421161 0.00345366 0.00201024 0.00175146 -0.000738649 0.0031414 0.0033513 0.00409815 0.00206671 0.00285701 0.00203878 0.00228806 0.00203568 0.00229467 0.00463971 0.00423848 0.0019202 0.00155438 0.00447775 0.00438548 0.00444505 0.00533121 0.0043131 0.00436168 0.00441845 0.00203316 0.00523473 0.00447751 0.00374519
internal_weight=0 2610 487 511 464 48 434 408 258 150 114 416 373 344 321 219 187 274 229 47 2123 2035 175 122 1860 1821 44 102 1777 318
internal_count=3121 2610 487 511 464 48 434 408 258 150 114 416 373 344 321 219 187 274 229 47 2123 2035 175 122 1860 1821 44 102 1777 318
is_linear=0
shrinkage=0.0298806


Tree=3089
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 403 14 43 3 3 12 3 48 47 149 376 156 0 0 0 2 457 1 13 12 52 0 1 159 52 12
split_gain=1.9013 0.518214 0.425748 0.432018 0.33356 0.321724 0.333226 0.371484 0.403016 0.268031 0.275354 0.28993 0.233488 0.266796 0.26347 0.237173 0.402337 0.294926 0.262393 0.23078 0.228212 0.213436 0.20272 0.196686 0.190484 0.183838 0.147634 0.147494 0.312282 0.381654
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.085340000000000013 0.08104500000000002 -0.078139999999999973 -0.13309499999999996 0.11658 -0.096104999999999982 -0.034684999999999994 0.083685000000000009 0.085505000000000012 0.081720000000000015 0.081970000000000015 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10324499999999999 -0.080614999999999978 0.069910000000000014 0.10984500000000001 -0.0093149999999999986 0.099815000000000015 0.056145000000000007 -0.036484999999999997 0.13869000000000004 -0.085489999999999997 0.2800700000000001 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 -9 -5 -11 -12 13 15 -14 16 17 -2 -19 -3 21 -10 -13 27 25 26 -20 -21 -29 -30
right_child=12 19 -4 4 -6 -7 7 8 20 10 11 22 14 -15 -16 -17 -18 18 24 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0013929204766170715 -0.0022505372338924765 0.010043772495839515 -0.0012420720928765468 -0.0023090862344362049 0.0098053031258821394 0.0098996465478893916 -0.0006320811012952305 0.0066452202112799869 -0.0023053242068177206 0.0074814647775563476 -0.00092169288091300454 0.0065954309085966183 0.0051449967406767072 0.0064656863005241177 -0.00076840426003748589 0.0054519471803170152 -0.0044409441735926277 0.0071955991773734549 0.00069463003732786227 0.0073610732701141629 0.0068799314409103713 0.0035687581515178356 0.00098009178356892588 0.0050388006088774116 0.0049161438174454702 0.0039387017350426545 -0.0040491271597456026 0.006201239599642118 0.0066690217085280876 -0.00064774288153130204
leaf_weight=23 39 31 26 20 30 25 21 239 22 28 37 34 82 20 20 22 31 20 42 215 21 33 23 357 26 23 21 1529 29 32
leaf_count=23 39 31 26 20 30 25 21 239 22 28 37 34 82 20 20 22 31 20 42 215 21 33 23 357 26 23 21 1529 29 32
internal_value=0 0.00576107 0.00453568 0.00480586 0.00507335 0.00479113 0.00452395 0.00531686 0.00571345 0.00264777 0.00346037 0.0022626 0.00212949 0.00135361 0.00398551 0.000897175 0.000401111 0.00127891 0.0023217 0.00608628 0.0027833 0.00121913 0.00432959 0.00602953 0.00145136 0.000403871 -0.000886622 0.00622548 0.00607193 0.00283072
internal_weight=0 2775 582 556 533 503 478 336 315 142 122 94 346 244 102 224 202 171 132 2193 76 55 57 2162 112 86 63 1805 1590 61
internal_count=3121 2775 582 556 533 503 478 336 315 142 122 94 346 244 102 224 202 171 132 2193 76 55 57 2162 112 86 63 1805 1590 61
is_linear=0
shrinkage=0.0461948


Tree=3090
num_leaves=31
num_cat=0
split_feature=1 2 2 13 1424 49 4 49 0 43 2 133 9 14 4 51 1 1 4 148 150 3 1446 151 49 42 151 475 150 52
split_gain=1.54236 0.455018 0.230728 0.240753 0.219139 0.209445 0.354403 0.310384 0.401292 0.314586 0.31284 0.259916 0.231977 0.203738 0.2027 0.203566 0.218832 0.193057 0.291556 0.186389 0.198075 0.201279 0.271145 0.213329 0.282631 0.338668 0.242153 0.18251 0.207103 0.166829
threshold=0.12000500000000001 0.10803500000000001 0.15609500000000001 -0.090639999999999984 1.0000000180025095e-35 -0.008964999999999999 -0.021294999999999998 -0.069799999999999987 -0.072594999999999979 -0.085254999999999984 0.085730000000000015 0.086990000000000012 -1.0000000180025095e-35 -0.24175999999999997 -0.034939999999999992 -0.40274499999999996 0.16773500000000005 0.099195000000000019 -0.0029599999999999995 -0.08670499999999999 -0.099594999999999975 -0.15956499999999998 0.11483500000000001 -0.083134999999999987 0.11428500000000001 0.083935000000000023 -0.0064299999999999991 -0.082549999999999998 0.083250000000000005 0.4002400000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 11 8 10 -9 -8 27 -7 -14 -2 -16 -17 18 -11 -15 -21 -22 23 24 25 -23 -25 -1 -29 -5
right_child=14 2 -4 29 -6 12 7 9 -10 17 -12 -13 13 19 15 16 -18 -19 -20 20 21 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0091535348991630249 0.0035648072978041053 0.0014185148815218586 -0.00058707839843481573 0.0033026326634277331 0.0073818875910280106 0.00074070712419294841 0.007106023332682356 0.0034819450606111695 -0.00091928678479844764 0.00094005831145505057 0.0034339652832688894 0.0018044759590748515 0.0075529795157702898 0.0075176030553226088 0.0042214782706120352 0.0010753002034022828 -0.0027333491108885808 0.0025299500364202943 -0.0045545395908789185 0.00073540536920948347 0.0060271515001229454 0.010738859316715194 0.00080602435029041887 0.00070774788598658596 0.0032482319665273667 0.0052806452502466954 0.0041799251315035616 0.0031602767333013758 0.0078606959605249278 0.0065220212937428098
leaf_weight=20 46 85 22 326 25 23 38 54 20 29 113 20 23 21 23 245 20 24 20 20 74 22 29 25 33 38 1615 27 20 21
leaf_count=20 46 85 22 326 25 23 38 54 20 29 113 20 23 21 23 245 20 24 20 20 74 22 29 25 33 38 1615 27 20 21
internal_value=0 0.00392437 0.00291031 0.00308841 0.00412171 0.00408639 0.00334103 0.0027671 0.00374083 0.00145602 0.00435806 0.00530692 0.00423562 0.00427793 0.00140676 0.00106207 0.000787855 -4.26068e-05 -0.00130263 0.0042378 0.00420069 0.00423844 0.00416331 0.00421949 0.00585066 0.00728199 0.004127 0.00635242 0.00516046 0.00349747
internal_weight=0 2787 454 432 2333 2308 385 298 171 127 151 87 1923 1900 334 288 265 73 49 1877 1856 1836 1762 1733 93 60 1640 67 47 347
internal_count=3121 2787 454 432 2333 2308 385 298 171 127 151 87 1923 1900 334 288 265 73 49 1877 1856 1836 1762 1733 93 60 1640 67 47 347
is_linear=0
shrinkage=0.0350099


Tree=3091
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 2 1 2 1 14 157 13 47 4 4 1 14 1 0 0 1 1 51 1 484 1429 39 47 43
split_gain=95.7687 11.919 10.0172 8.95265 6.93568 5.03072 3.94334 3.79969 3.29107 2.80436 2.67529 2.03174 2.53468 1.7042 1.60949 1.40937 3.0341 1.16346 1.15095 1.11696 1.08946 1.06601 1.00068 0.83867 0.966482 0.883062 2.04268 0.826121 0.824779 0.815237
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.13754500000000003 0.14285500000000004 0.12958500000000003 0.091265000000000013 0.09253500000000002 0.076175000000000007 -0.071119999999999989 -0.00096999999999999983 0.078345000000000012 0.024790000000000003 -0.013514999999999998 0.086455000000000018 -0.44847999999999993 0.090540000000000023 -0.066089999999999996 -0.094299999999999981 0.15471500000000002 0.122715 1.0000000180025095e-35 0.085110000000000005 0.065750000000000017 0.084770000000000012 0.088025000000000006 0.07813500000000001 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 5 8 11 17 10 -4 18 -5 13 -13 -14 20 -17 -3 23 -20 -10 -9 -2 25 -25 -1 -27 -19 -8 -22
right_child=1 7 9 6 -6 -7 28 21 15 -11 -12 12 14 -15 -16 16 -18 27 19 -21 29 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0019550428785726718 0.0017708873027625707 0.0012125387733277161 0.001708526443799851 0.00061537832740771918 0.0011272249983691554 0.0012518676903334007 0.00031403072487550042 0.0006203904794011213 0.0021825056720358236 0.0010838961557518053 0.002278028433382877 0.00085951224389717307 0.0018596081707256296 0.0013889008109651815 0.0011995559897793741 0.00173384987656785 0.0011786341947099752 0.0009482254592887737 0.0018173177109395507 0.0013819393239045184 0.0018425199824632923 0.00026143156668493141 0.0013618169586578654 0.0018565715806506105 0.0014750941155820428 0.0019176209600028299 0.0014360226633723934 0.00054795217646666115 0.00081211600102062324 0.0016300346052769577
leaf_weight=888 80 41 34 20 45 46 24 121 27 77 61 56 27 31 22 314 36 64 244 21 358 35 26 113 27 132 37 23 20 71
leaf_count=888 80 41 34 20 45 46 24 121 27 77 61 56 27 31 22 314 36 64 244 21 358 35 26 113 27 132 37 23 20 71
internal_value=0 0.000996905 0.00180734 0.00124494 0.00183174 0.00184509 0.00101937 0.000729651 0.00185681 0.00127522 0.00190634 0.00115446 0.00123374 0.00104814 0.00156326 0.0017632 0.00167674 0.000960964 0.00189084 0.00178282 0.00182957 0.000539855 0.00167055 0.00191475 0.001783 0.0019322 0.00181218 0.000842406 0.000540433 0.00180735
internal_weight=0 590 2531 306 2420 2375 200 284 2329 111 1523 156 136 87 49 806 350 128 1462 265 456 156 106 1197 140 1057 169 87 44 429
internal_count=3121 590 2531 306 2420 2375 200 284 2329 111 1523 156 136 87 49 806 350 128 1462 265 456 156 106 1197 140 1057 169 87 44 429
is_linear=0
shrinkage=0.00181146


Tree=3092
num_leaves=31
num_cat=0
split_feature=1 3 12 483 474 131 15 3 2 2 4 0 16 13 0 132 3 97 2 147 15 160 4 1 4 52 12 131 0 16
split_gain=1.61159 0.302325 0.270814 0.332194 0.283012 0.256546 0.261323 0.276687 0.263642 0.374087 0.246594 0.306093 0.313168 0.227416 0.200655 0.190331 0.275831 0.187037 0.343867 0.222049 0.207369 0.175449 0.174972 0.173393 0.171775 0.164456 0.217086 0.157684 0.372237 0.254572
threshold=0.11146500000000002 0.31299000000000005 0.078300000000000008 -0.070084999999999981 0.086990000000000012 0.085335000000000008 0.035560000000000008 0.11924500000000002 -0.0091949999999999983 0.085105000000000014 -0.010655 -0.033209999999999996 0.023255000000000001 0.25761500000000009 -0.067094999999999988 0.10613500000000002 0.42240500000000009 -0.049229999999999996 0.092235000000000025 1.0000000180025095e-35 -0.41942499999999994 -0.082299999999999984 0.053180000000000012 0.085605000000000014 0.056795000000000005 -0.080114999999999978 0.09857500000000001 1.0000000180025095e-35 -0.097274999999999986 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 7 8 14 -10 11 12 -2 21 -5 16 -3 -12 20 -20 -19 -11 27 -23 -24 -26 -27 -4 -29 -30
right_child=1 15 22 4 -6 -7 -8 -9 9 13 17 -13 -14 -15 -16 -17 -18 18 19 -21 -22 23 24 -25 25 26 -28 28 29 -31
leaf_value=0.0081841779644858271 0.010063952060477171 0.00074976536152797444 0.0047249390829444448 0.0035356607094275496 0.00036916561439183729 0.00030098034829036189 0.0069122598001673946 3.3730038327942278e-05 0.0082904867218513197 0.0066874397943181224 -0.00082040172976991258 0.0012316881179073179 0.0040604840251495704 0.00021373819826878295 -0.0015725496362282174 0.0033076587175965319 -0.0044412345124362172 0.0015838101417520361 0.0019416119510529759 -0.0022905977175829311 0.0052859785412723197 0.0052718843047001411 0.00060779009069125603 0.0028429491234710971 0.006634541681353928 0.0044343568316717709 0.0014009667700808086 0.010192202730867159 0.0059830031005563165 0.0034768307146449606
leaf_weight=24 20 65 1553 27 39 29 43 28 34 39 28 28 37 22 20 26 20 32 157 21 77 74 23 108 33 141 47 25 217 84
leaf_count=24 20 65 1553 27 39 29 43 28 34 39 28 28 37 22 20 26 20 32 157 21 77 74 23 108 33 141 47 25 217 84
internal_value=0 0.00219839 0.00457214 0.00375005 0.00352021 0.00381004 0.00406767 0.00372018 0.00403876 0.00449295 0.00269366 0.00454123 0.00616696 0.00396161 0.00136195 0.000413596 -0.000471646 0.00219512 0.00248931 0.00144231 0.0041991 0.0043347 0.00476072 0.00383054 0.00378692 0.00411778 0.00367601 0.00488717 0.00566003 0.00528361
internal_weight=0 511 2610 487 463 424 395 352 324 277 400 85 57 243 47 111 85 315 287 178 109 221 2123 182 244 221 188 1879 326 301
internal_count=3121 511 2610 487 463 424 395 352 324 277 400 85 57 243 47 111 85 315 287 178 109 221 2123 182 244 221 188 1879 326 301
is_linear=0
shrinkage=0.0386538


Tree=3093
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 2 484 16 15 2 34 3 12 130 4 15 51 4 0 34 2 159 39 41 15 49 1212 42 399 1211
split_gain=1.32352 0.349967 0.354994 0.307586 0.234137 0.263281 0.29604 0.317432 0.240697 0.211524 0.195649 0.190618 0.230601 0.205599 0.258136 0.187876 0.265804 0.197496 0.225909 0.179683 0.245591 0.175709 0.174234 0.171329 0.203487 0.26237 0.155296 0.160706 0.157113 0.173515
threshold=0.11866500000000001 0.078300000000000008 0.14530500000000005 -0.27302499999999996 -0.0091949999999999983 0.092235000000000025 0.08660000000000001 -0.034884999999999992 -0.091604999999999978 -0.080614999999999978 -1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 -0.033174999999999989 -0.083359999999999976 0.045645000000000005 0.42642000000000008 -0.15090499999999998 -0.038779999999999995 0.13501500000000002 0.097885000000000014 0.084020000000000011 0.085095000000000018 0.13592500000000005 -0.15302999999999997 0.14338500000000001 -0.12099999999999998 -0.088409999999999989 0.11236000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 7 8 -6 -3 -5 13 -13 -2 -15 17 -17 18 -7 -16 -21 -14 -20 24 25 -11 27 -27 -29 -30
right_child=11 9 -4 4 5 15 -8 -9 -10 23 -12 12 21 14 19 16 -18 -19 22 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0010318972234002286 -0.00089785873527441044 0.0077988650967984983 -0.0019304286794633028 0.0030195025391585258 0.0064661533093560422 -0.00090742692058851462 0.0018350302997504205 0.0084455874066204292 0.0011731495864958077 0.0090864824120150938 -0.0014765941490393986 0.0027462670968200226 -0.0028650946646206661 0.0060681225504393508 -0.00092037248388986213 0.0035886101659564924 0.0077792489822168347 0.0051755585535291949 0.001005752095849349 0.0037413082464588031 0.00053287488774793801 0.001640215887357814 0.0046260122535033629 0.0016856230990175412 0.001707650111075951 0.0058962972507760362 0.0073303179661178657 0.0071233470729218581 0.0043503905332422932 0.0021161310107572049
leaf_weight=23 31 30 20 49 33 38 29 59 24 20 23 34 42 30 28 133 30 33 43 105 61 21 43 37 43 112 30 32 1827 58
leaf_count=23 31 30 20 49 33 38 29 59 24 20 23 34 42 30 28 133 30 33 43 105 61 21 43 37 43 112 30 32 1827 58
internal_value=0 0.00421252 0.0033342 0.00352222 0.00371728 0.00404771 0.00546927 0.00637783 0.00423752 0.00444524 0.00158325 0.00159451 7.71509e-05 0.0021717 0.0025965 0.00340356 0.00435989 0.00241068 0.00167487 0.00205965 0.00256231 -0.00136332 0.00281588 0.00439864 0.00444595 0.00450258 0.00445806 0.00441559 0.00432908 0.00428164
internal_weight=0 2769 580 560 537 465 145 116 57 2189 72 352 97 255 224 320 163 157 124 194 166 63 86 2159 2122 2079 2059 2029 1917 1885
internal_count=3121 2769 580 560 537 465 145 116 57 2189 72 352 97 255 224 320 163 157 124 194 166 63 86 2159 2122 2079 2059 2029 1917 1885
is_linear=0
shrinkage=0.0402154


Tree=3094
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 0 2 4 0 14 0 15 12 39 0 43 50 52 4 15 4 49 2 4 15
split_gain=51.9582 6.71493 5.3455 3.54295 3.50151 2.89399 2.13133 2.12288 2.39664 1.45989 1.44119 1.22338 1.1682 1.12772 1.00535 1.00226 1.25149 0.953424 0.834607 0.826579 1.49126 0.774988 0.767585 0.761196 0.746028 0.638164 0.62319 0.611552 0.610863 1.55745
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 -0.030209999999999997 0.092235000000000025 0.033845000000000007 -0.23194499999999998 0.076175000000000007 -0.11437499999999999 -0.095244999999999982 -0.088589999999999988 0.10226500000000001 -0.066089999999999996 -0.082389999999999977 0.041865000000000006 1.0000000180025095e-35 -0.42529999999999996 -0.41942499999999994 -0.033174999999999989 -0.012034999999999999 0.10402500000000002 -0.064054999999999987 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 13 7 14 -3 -9 -6 11 17 19 -1 15 16 -4 -11 25 -8 -21 24 27 -22 -7 -10 -2 -13 -15 -30
right_child=1 5 6 -5 9 21 12 8 18 10 -12 22 -14 28 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018290382470134952 0.0010060667533317194 0.0005005846489851049 0.001548448189553149 0.00077155716997016411 0.0014286237930622317 0.00051586074173619572 0.0014692568858489571 0.0012641367174030121 0.0010992777444858272 0.00097176118035626694 0.0005132697776149026 0.0010541413345774248 0.0012440744881358993 0.0015031029812215336 0.0017979163674320803 0.0015188565557050569 0.0008847831945752925 0.0014255289850958798 0.00041137269929096478 0.00097426479469598011 0.0015733798551174458 0.00067775692455910815 0.0012550112397131761 0.0012973673038583764 0.00012216562665104711 0.00075148920998011624 0.0013804704057927308 0.000701935585934559 0.0014131971460773741 0.00087571237338375703
leaf_weight=22 20 90 21 74 35 29 502 42 23 28 20 29 156 72 46 1170 21 44 23 37 60 23 20 96 46 128 92 49 76 27
leaf_count=22 20 90 21 74 35 29 502 42 23 28 20 29 156 72 46 1170 21 44 23 37 60 23 20 96 46 128 92 49 76 27
internal_value=0 0.000795711 0.00142919 0.00109796 0.00123169 0.000656559 0.00146871 0.000748634 0.000851988 0.00106784 0.00100139 0.00105881 0.00139441 0.00141883 0.00151897 0.00150838 0.00121662 0.00124906 0.000752503 0.00142815 0.00132123 0.000369061 0.000919032 0.00140353 0.000274394 0.000804464 0.00131361 0.000832884 0.00136726 0.0012723
internal_weight=0 590 2531 186 422 404 2109 306 216 225 190 170 851 197 1258 1212 42 72 174 695 193 98 98 156 75 151 112 78 175 103
internal_count=3121 590 2531 186 422 404 2109 306 216 225 190 170 851 197 1258 1212 42 72 174 695 193 98 98 156 75 151 112 78 175 103
is_linear=0
shrinkage=0.00192234


Tree=3095
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 2 11 2 4 2 1 11 13 1 4 15 40 15 160 10 1 47 12 3 1 13 131 51
split_gain=75.411 12.4244 7.97998 6.6485 4.29404 4.00285 3.04575 2.46569 2.2939 2.22228 2.14788 2.00082 1.85841 1.52557 1.16182 1.10209 1.78972 1.00839 0.934706 0.87413 0.854828 0.794397 0.787607 0.760103 0.733025 0.786044 0.718713 0.692438 0.670175 0.649498
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.40124500000000002 0.17025000000000004 1.0000000180025095e-35 0.089775000000000008 0.42051500000000003 0.10672500000000001 0.077845000000000011 0.086080000000000018 -0.28558999999999996 0.088975000000000012 -0.081114999999999979 0.040760000000000005 -1.0000000180025095e-35 -0.040439999999999997 -1.0000000180025095e-35 -0.38124499999999995 0.086920000000000011 0.090100000000000013 0.095780000000000018 -0.10831999999999999 0.11588000000000001 0.038215000000000006 0.09031500000000002 -0.088764999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 5 4 6 23 8 10 9 22 14 26 -5 17 -4 24 -17 27 -16 -20 -12 -9 -1 -3 25 -11 -7 -10 -2 -15
right_child=1 2 7 12 -6 11 -8 21 13 15 20 -13 -14 29 18 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017189628285131336 0.0017820398535554477 0.00083351301807522461 0.00057332896464706937 0.0015438582192560766 0.0010799279349553311 0.0016712326457497728 0.00098158749374457942 0.00039655991885727238 0.0020732644208329293 0.001356158520900903 0.0007376969281853241 0.00089643266430939001 0.00096817700457854801 0.0018978298600250401 0.00072314960855532503 0.0016789410434765108 0.0010396785845097941 0.0022310328613798624 0.0014016418309433917 0.00087302771450033657 0.00038931825350167884 -7.6799229319995645e-05 0.0016190342436760937 0.0011392372296787367 0.0015112526101750659 0.0016542518074417311 0.0012933264028281107 0.0016055822685876503 0.0013949621781734404 0.0014762782739563408
leaf_weight=919 47 192 33 28 48 39 24 34 22 34 36 27 69 21 27 28 35 46 25 20 82 20 403 34 300 414 33 23 24 34
leaf_count=919 47 192 33 28 48 39 24 34 22 34 36 27 69 21 27 28 35 46 25 20 82 20 403 34 300 414 33 23 24 34
internal_value=0 0.000905557 0.000817616 0.00161789 0.00163784 0.00101794 0.00164946 0.00058258 0.0016565 0.00164085 0.000670079 0.00133395 0.00113435 0.00188504 0.000866157 0.00156319 0.0013238 0.00203481 0.00100037 0.0011667 0.000495603 0.000221242 0.0016885 0.000879507 0.00158335 0.00163163 0.00149803 0.00183423 0.0016512 0.00163723
internal_weight=0 673 602 2448 2351 325 2303 277 2279 2133 223 99 97 146 105 811 63 91 72 45 118 54 1322 226 748 448 72 45 71 55
internal_count=3121 673 602 2448 2351 325 2303 277 2279 2133 223 99 97 146 105 811 63 91 72 45 118 54 1322 226 748 448 72 45 71 55
is_linear=0
shrinkage=0.00188464


Tree=3096
num_leaves=31
num_cat=0
split_feature=1 52 52 4 16 457 0 39 2 132 16 393 484 51 1 3 4 48 49 11 12 43 14 1213 52 2 13 16 48 1
split_gain=1.60944 0.281579 0.401096 0.270177 0.248049 0.275778 0.304908 0.311497 0.332555 0.234833 0.222516 0.537461 0.348845 0.277801 0.384693 0.265628 0.23299 0.232797 0.239574 0.230575 0.340698 0.398914 0.270843 0.228996 0.219111 0.214499 0.213711 0.212603 0.229578 0.211908
threshold=0.11146500000000002 -0.23375999999999997 -0.16675999999999999 0.24564500000000003 0.058835000000000005 0.094310000000000019 0.024095000000000002 0.088025000000000006 0.11362000000000001 0.08696000000000001 -0.071854999999999988 0.086030000000000009 -0.0082299999999999995 0.078435000000000019 0.081670000000000006 -0.073884999999999992 -0.0078799999999999981 0.08832000000000001 0.097180000000000016 1.0000000180025095e-35 0.085355000000000014 -0.11008499999999999 0.062655000000000016 0.11146500000000001 -0.42058999999999996 0.086375000000000021 -0.11122999999999998 -0.44310499999999992 -0.074214999999999989 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 5 6 7 8 29 26 12 19 16 17 -15 -16 -1 18 23 22 -21 -22 -12 -14 -23 -25 -10 28 -5 -4
right_child=1 2 4 27 -6 -7 -8 -9 9 -11 11 -13 13 14 15 -17 -18 -19 -20 20 21 24 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.010213082140788662 0.0043881631009775532 -0.0028797231051501232 0.0085798263170983793 0.00077636847969539706 0.0044416606176842536 -0.0019618662359917839 -0.00083519933533551945 0.00079207015478941021 0.00013007811816549293 0.0054769255517094391 0.0041521976682699826 -0.0017784268826708314 0.0047369606814052986 0.0047042335651186285 -0.0020290700418264269 0.0027306892996800899 0.005962774942131213 0.0077012470730270909 0.0012339241923579674 0.0096144229728127237 0.00067808627424217069 0.0048771014741640301 -0.00012090229617899119 0.0053952105204037705 0.0091266537266798779 0.0099603675229895747 0.0032801442196548286 0.0003039699286017779 0.0046148173967365579 0.0039878970746615597
leaf_weight=22 64 23 20 28 51 25 44 104 62 25 1228 20 642 128 21 60 77 39 24 24 24 60 20 36 22 22 53 34 79 40
leaf_count=22 64 23 20 28 51 25 44 104 62 25 1228 20 642 128 21 60 77 39 24 24 24 60 20 36 22 22 53 34 79 40
internal_value=0 0.0021285 0.00180496 0.00436384 0.00205909 0.00173332 0.00199878 0.00240896 0.00324974 0.0022774 0.0044524 0.00414975 0.00484747 0.00463767 0.00346111 0.00149668 0.00690729 0.00495996 0.00481229 0.00423579 0.00569564 0.00480836 0.00408372 0.00493498 0.00601723 0.00712682 0.00158185 0.00281308 0.00361036 0.00551854
internal_weight=0 511 447 2610 424 373 348 304 200 140 2469 1398 1071 972 209 81 99 763 724 1378 130 106 1248 700 82 58 115 141 107 60
internal_count=3121 511 447 2610 424 373 348 304 200 140 2469 1398 1071 972 209 81 99 763 724 1378 130 106 1248 700 82 58 115 141 107 60
is_linear=0
shrinkage=0.0364243


Tree=3097
num_leaves=31
num_cat=0
split_feature=1 402 2 133 10 43 15 43 4 15 51 52 0 1 51 1447 1447 13 479 456 16 150 456 13 48 43 160 15 12 13
split_gain=1.30365 0.241425 0.233644 0.442434 0.305546 0.280183 0.231943 0.2937 0.372064 1.03054 0.756974 0.817287 0.389249 0.342889 0.272397 0.240629 0.266828 0.227681 0.215686 0.269203 0.267566 0.262325 0.426724 0.214377 0.22452 0.214481 0.210636 0.204372 0.297289 0.298617
threshold=0.11146500000000002 0.099740000000000009 0.13622000000000004 0.086990000000000012 0.094860000000000014 0.084740000000000024 0.083195000000000005 -0.53814999999999991 -0.17966999999999997 -0.0063699999999999989 -0.089864999999999987 0.084735000000000019 -0.076899999999999982 0.095950000000000021 0.10532000000000001 -0.086059999999999984 -0.085024999999999989 -0.061684999999999997 0.088785000000000017 0.077935000000000018 -0.069144999999999984 0.10980500000000001 -1.0000000180025095e-35 0.096675000000000011 0.016865000000000002 -0.072864999999999985 -0.085834999999999981 0.09006500000000002 0.092255000000000018 0.01128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 23 7 -1 26 13 -11 12 -12 18 -15 -8 -17 -5 19 21 -21 -10 -23 24 25 -2 -9 28 -18 -30
right_child=1 -3 -4 17 -6 -7 15 8 9 10 11 -13 -14 14 -16 16 27 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0007172145755809067 0.0022937152520249725 -0.0022603995060512345 0.001102145288330052 0.0026301557586829423 -0.00075293209398817271 0.0079029926379873567 0.0079685608371295059 0.0092807811546903179 0.00468148927789999 -0.0046031878335793322 0.0060256032639480371 -0.0028154303567078215 -0.00027473888593555193 0.0023972818274484546 0.0073129809068154779 0.00029514170496722225 0.0051101490496093614 -0.0022083949037990653 0.00046572952942784787 0.01087602590328011 0.0057108451779795625 0.0058246255542424045 -0.0018714722344333689 0.0072964302452948535 0.001042510074512018 0.0057451551609031624 0.0053132676679991222 0.0043028932306325958 0.011505971069615073 0.0054010402175916671
leaf_weight=21 56 20 169 30 23 30 41 26 752 34 66 37 22 196 21 22 427 36 20 20 108 22 27 24 57 66 168 526 26 28
leaf_count=21 56 20 169 30 23 30 41 26 752 34 66 37 22 196 21 22 427 36 20 20 108 22 27 24 57 66 168 526 26 28
internal_value=0 0.00215733 0.00233728 0.00298553 0.00375757 0.00420281 0.00442296 0.00410063 0.00416724 0.00392159 0.000823687 0.0022998 0.00445052 0.00434403 0.00287299 0.00488686 0.00476407 -9.05369e-06 0.0046804 0.00477113 0.0065179 0.004492 0.00158392 0.00365599 0.00316788 0.00416089 0.005845 0.00486171 0.0054728 0.00834045
internal_weight=0 511 491 322 256 233 2610 1540 1519 1325 159 125 88 1166 217 1070 1029 66 949 929 128 801 49 203 179 122 194 1007 481 54
internal_count=3121 511 491 322 256 233 2610 1540 1519 1325 159 125 88 1166 217 1070 1029 66 949 929 128 801 49 203 179 122 194 1007 481 54
is_linear=0
shrinkage=0.0410197


Tree=3098
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 3 4 47 4 2 14 0 4 52 2 0 0 15 15 15 10 457 0 4 15 0 43 42
split_gain=76.2799 9.35457 8.37669 6.59438 5.10574 3.32118 3.12094 2.28206 2.08948 2.0382 1.79121 1.52703 1.40181 1.39586 1.3947 1.26134 1.81283 1.30398 1.10344 1.32229 1.07423 0.921082 0.888705 0.860224 0.813712 1.15488 1.10464 0.658654 0.944107 1.25184
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.092235000000000025 0.091475000000000015 -0.022174999999999997 -0.17966999999999997 0.13082500000000002 0.033845000000000007 0.14753000000000002 0.076175000000000007 -0.23194499999999998 0.27834500000000006 0.081010000000000013 0.10444500000000002 -0.068189999999999987 -0.11437499999999999 -0.095244999999999982 0.13592500000000005 -0.41942499999999994 -0.38124499999999995 0.045365000000000009 0.11070500000000001 -0.064054999999999987 -0.03241999999999999 -0.074479999999999977 -0.084004999999999982 -0.058859999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 13 7 12 -3 -6 11 20 14 18 -1 -5 16 17 23 19 -4 27 -13 -23 -10 25 -15 -27 -8 29 -29
right_child=1 3 6 9 8 -7 10 -9 15 -11 -12 21 -14 24 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0018290785428032813 0.0014049826792578721 0.0012717862676668455 0.0015266932403457912 0.00070394764921811613 0.0014122935628013453 0.00060095293879906244 0.0014661501651338838 0.00066851266280084655 0.0012471959502187747 0.00078273746047782236 0.0011673612774470508 0.00033580386238962181 0.0018336324964732501 0.0016082262881716046 0.00028626503416876982 0.0012974661568642188 0.00053805664057681194 0.00057968847810610828 0.0015027340223671398 0.00084451435311175477 0.00098678443478802252 0.00019329796082947814 -0.00029745090110534203 0.00086618646813190609 0.0010015265665499105 0.0013615156384483656 0.00088069128262750675 0.0013701357630129334 0.0013925966220581889 0.00077403801886017569
leaf_weight=22 52 62 21 40 31 165 355 37 47 34 156 32 46 50 113 23 57 26 1170 21 23 25 30 41 26 76 23 30 264 23
leaf_count=22 52 62 21 40 31 165 355 37 47 34 156 32 46 50 113 23 57 26 1170 21 23 25 30 41 26 76 23 30 264 23
internal_value=0 0.000626399 0.00139395 0.000551146 0.00114672 0.000767966 0.00144342 0.00104632 0.00094887 0.000342239 0.00135351 0.000279835 0.00150425 0.0013727 0.000395463 0.000874818 0.000817971 0.000957928 0.00149174 0.0011856 0.0013953 7.64902e-05 -7.43832e-05 0.00106968 0.00131533 0.00137008 0.00124981 0.00140928 0.00134559 0.00111145
internal_weight=0 590 2531 538 422 264 2109 99 225 274 851 240 1258 197 153 194 171 114 1212 42 695 87 55 88 175 149 99 672 317 53
internal_count=3121 590 2531 538 422 264 2109 99 225 274 851 240 1258 197 153 194 171 114 1212 42 695 87 55 88 175 149 99 672 317 53
is_linear=0
shrinkage=0.00192234


Tree=3099
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 47 2 2 2 4 52 15 47 1 2 12 1 4 151 15 10 13 131 51 0 133
split_gain=98.8318 17.4528 9.64448 8.05129 5.6088 5.35603 4.3468 3.31122 3.27707 3.10577 2.78291 2.49 2.11261 1.63058 1.15678 1.13797 0.877892 0.825614 1.49135 0.732699 0.711357 0.705748 0.685694 0.683662 0.901585 0.663822 0.601089 0.585008 0.571865 0.519751
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.14838000000000004 0.27834500000000006 -0.56176499999999996 -0.086849999999999997 0.090100000000000013 0.089770000000000016 0.097845000000000015 0.095780000000000018 0.087135000000000004 -0.0070899999999999991 -0.088784999999999989 -0.40580499999999992 -0.38124499999999995 -1.0000000180025095e-35 0.09031500000000002 0.11144500000000002 -0.095504999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 8 16 6 7 11 15 12 21 20 13 -4 -13 -1 22 19 -19 -16 27 -6 -3 -14 -25 -15 -2 -5 -22 -24
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 14 23 25 17 -17 -18 18 -20 -21 28 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015544322386286617 0.0016383439403583561 0.00080856593316918377 0.00064184949729141313 0.0015979754418163803 0.0015995346102697539 0.00049189942779348181 0.00084450446892476419 0.001899380056290283 0.00070702482936405053 0.00078142890598078098 0.00052659893178167447 0.0017353392196364779 0.00014032831750876551 0.00010390171792396147 0.0014776389979557203 0.0010766855699808787 0.0008703374176854407 0.00077793968745147048 0.0014107697020453636 0.0013506831062103887 0.0012761190836009944 0.0011870817372611924 0.00020828981913994593 4.3995680433570174e-05 -0.00047751299005850228 0.00045536611480780418 0.0012631992596426821 0.0013150427150436155 0.001515842114597889 0.00052498005499570859
leaf_weight=36 52 29 41 902 22 20 37 86 67 37 23 43 33 88 413 41 34 22 41 303 43 58 23 25 26 27 24 29 347 149
leaf_count=36 52 29 41 902 22 20 37 86 67 37 23 43 33 88 413 41 34 22 41 303 43 58 23 25 26 27 24 29 347 149
internal_value=0 0.000633427 0.000523882 0.00147382 0.000746168 0.00150215 0.00151106 0.00152213 0.00102413 0.000252644 0.00112769 0.00150699 0.000171123 0.000306116 0.00142226 0.00130005 0.000578947 0.00140498 0.00118978 0.00142391 0.00155971 0.00130051 0.000529657 -7.95787e-05 -0.000221871 0.000186419 0.00151988 0.00158916 0.00148941 0.000482632
internal_weight=0 691 615 2430 338 2286 2266 2229 144 277 103 2143 240 156 822 77 235 779 63 716 1321 80 201 84 51 115 76 931 390 172
internal_count=3121 691 615 2430 338 2286 2266 2229 144 277 103 2143 240 156 822 77 235 779 63 716 1321 80 201 84 51 115 76 931 390 172
is_linear=0
shrinkage=0.00196078


Tree=3100
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 48 1 3 2 39 51 132 1 14 40 43 13 4 15 1 49 2 15 1
split_gain=56.0987 8.9853 4.86259 3.93016 3.57824 2.8692 2.35658 1.99997 1.70424 1.4085 1.26826 1.14913 0.915446 1.84482 0.854298 0.84525 0.839178 0.757278 1.00984 0.71682 0.685814 0.613328 0.552384 0.782031 0.938432 0.947722 0.551748 0.54798 0.595087 0.5442
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10731 0.13501500000000002 0.077845000000000011 0.062655000000000016 -0.015314999999999997 0.080270000000000022 -0.12018999999999998 0.11704500000000001 0.10226500000000001 0.11144500000000002 0.088890000000000011 0.15799000000000005 -1.0000000180025095e-35 -0.077474999999999988 -0.080324999999999994 -0.07743499999999999 -0.015039999999999998 -0.21699999999999997 0.079415000000000013 0.11560500000000001 0.11411 -0.41942499999999994 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 20 -8 11 -4 12 -7 16 -14 -2 19 26 18 -6 -9 -3 -11 -13 29 -25 -26 -1 -5 -29 -24
right_child=1 4 9 27 17 8 7 15 -10 21 -12 22 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0015119332686931656 0.0013375689017445344 0.00061738476029976922 0.0013435430012055296 0.00096319739134032403 0.00033260046287305098 0.00099335660832038553 0.0011052132312176673 0.0009920293485985649 0.00097709848798761779 0.0009481326623173742 0.0017382842615237346 0.0014438629629884053 0.00093065382198776847 0.0014215316213686611 0.00090942496590685812 0.00037025822007252947 0.0011662492654289139 0.00059681658425392173 -0.0001718160141866707 0.00068824112027852892 0.00029235624369631635 0.00054865942208790299 0.0013451548531361419 0.0015971605959235592 0.001245990235826131 0.00080513594810296279 0.0012103017689400674 0.0008265281439816855 0.00042181443917160079 0.0015288654666021366
leaf_weight=874 124 47 28 30 55 32 62 37 48 49 62 230 30 497 20 24 28 23 20 128 49 20 218 25 182 20 23 29 25 82
leaf_count=874 124 47 28 30 55 32 62 37 48 49 62 230 30 497 20 24 28 23 20 128 49 20 218 25 182 20 23 29 25 82
internal_value=0 0.000775027 0.0014017 0.00108534 0.000616035 0.0014191 0.000707642 0.000805615 0.00132878 0.000979906 0.00146903 0.00135018 0.00145754 0.00139359 0.0012781 0.000707334 0.00149397 0.000291668 0.000198089 0.000756363 0.000451485 0.000832343 0.00136526 0.00133095 0.00124582 0.00120234 0.0015042 0.000754888 0.000639161 0.00139537
internal_weight=0 673 2448 228 445 2351 347 251 837 97 1514 789 1452 527 144 189 925 98 75 165 96 69 757 527 227 202 897 84 54 300
internal_count=3121 673 2448 228 445 2351 347 251 837 97 1514 789 1452 527 144 189 925 98 75 165 96 69 757 527 227 202 897 84 54 300
is_linear=0
shrinkage=0.00192234


Tree=3101
num_leaves=31
num_cat=0
split_feature=1 155 2 2 150 40 123 1 148 15 1 0 12 11 1443 401 49 15 132 13 1446 1454 480 403 1429 133 43 1209 475 475
split_gain=1.99025 0.324024 0.320521 0.258853 0.263502 0.25253 0.301199 0.243601 0.225896 0.266071 0.344086 0.294858 0.214017 0.208135 0.267496 0.248088 0.199607 0.432252 0.215776 0.229866 0.196266 0.307675 0.460375 0.313465 0.214039 0.590958 0.254422 0.215151 0.242073 0.22911
threshold=0.11146500000000002 0.084785000000000013 0.097070000000000004 -0.0091949999999999983 1.0000000180025095e-35 0.0046150000000000002 0.08592000000000001 0.16773500000000005 -0.043434999999999994 -0.077219999999999983 0.11588000000000001 -0.097024999999999986 0.084595000000000017 0.080455000000000013 0.090755000000000016 0.080710000000000018 -0.023059999999999997 -0.091604999999999978 0.10240500000000001 0.15641500000000003 0.083715000000000026 0.083800000000000013 0.086995000000000017 -0.083444999999999991 0.084770000000000012 0.085265000000000021 -0.081944999999999976 0.083050000000000013 -0.085684999999999997 -0.089569999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 12 6 16 8 -2 -10 -11 -12 -1 14 15 20 17 -4 19 -18 24 22 23 -22 27 -26 -27 28 29 -5
right_child=1 -3 5 13 -6 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0033897189176058003 -0.00025047772762747767 0.007237237978661582 -0.0022435755066957932 0.005292073450648878 0.00068539863761469459 -8.6556653446391783e-06 0.0011828703859769999 -0.0020880026644413637 0.0022981023469094805 0.01010374994293604 -0.0010404387942302173 0.0050223061360787288 0.0094379192237357273 0.0094869008513204407 0.00097539369922176899 0.0077119260195367221 0.0057504674206546712 0.0050571820130706933 0.0023476073444955539 0.010124072996076915 0.015021168858832213 0.0034426647080927162 0.0050933824280659365 0.0088167838132567136 -0.00054232334911562545 0.010052652381629768 0.0035135493545653852 0.007728276196679624 0.0056642899654694495 0.010839581407702708
leaf_weight=30 48 31 21 26 35 20 37 23 291 21 21 76 20 40 20 208 474 80 36 26 23 31 52 61 38 26 23 135 1111 37
leaf_count=30 48 31 21 26 35 20 37 23 291 21 21 76 20 40 20 208 474 80 36 26 23 31 52 61 38 26 23 135 1111 37
internal_value=0 0.00274967 0.00584041 0.00614247 0.00369928 0.0050065 0.00515532 0.00245984 0.00268873 0.00303367 0.00484767 0.00370975 0.005809 0.00625589 0.00618373 0.00624254 0.00538606 0.0035392 0.00573407 0.00597789 0.006047 0.00751431 0.0084424 0.0105156 0.00587147 0.00369623 0.00698328 0.00601604 0.00581915 0.00855013
internal_weight=0 511 2610 1916 85 694 674 480 457 409 118 97 50 1831 1791 1771 637 101 536 500 1563 167 136 84 1396 87 49 1309 1174 63
internal_count=3121 511 2610 1916 85 694 674 480 457 409 118 97 50 1831 1791 1771 637 101 536 500 1563 167 136 84 1396 87 49 1309 1174 63
is_linear=0
shrinkage=0.045289


Tree=3102
num_leaves=31
num_cat=0
split_feature=4 2 12 15 3 10 457 0 0 151 14 157 4 130 51 13 51 0 3 403 157 16 1 133 15 4 16 475 159 16
split_gain=1.63176 0.541992 0.299236 0.266164 0.26364 0.226185 0.213258 0.293724 0.405896 0.275969 0.247821 0.424315 0.2468 0.272197 0.214306 0.507839 0.441384 0.213715 0.209763 0.206559 0.213672 0.204903 0.203169 0.202598 0.279224 0.188482 0.312474 0.360191 0.300379 0.369723
threshold=0.27044500000000005 0.14285500000000004 -0.010834999999999999 -0.14712999999999996 0.63141500000000017 -0.15282499999999996 0.29113500000000009 -0.14226499999999997 -0.13455999999999999 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.024790000000000003 0.09567500000000001 0.11144500000000002 -0.019614999999999997 0.13831000000000002 -0.099059999999999995 -0.079594999999999985 -0.021474999999999998 0.10645500000000001 -0.090344999999999995 0.086920000000000011 1.0000000180025095e-35 -0.03241999999999999 -0.49405499999999997 0.0057500000000000008 -0.15744499999999997 0.050895000000000003 0.071345000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 9 -9 -4 11 -11 14 19 17 18 -17 -10 -16 -14 -21 -5 -7 24 -3 -19 -27 -28 -29 -30
right_child=4 23 6 21 -6 22 -8 8 12 10 -12 -13 13 -15 15 16 -18 25 -20 20 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0070528494691503608 -0.0012380418217926197 0.0021835760624932111 0.0036949024169045646 0.0048272238244677001 -0.0025430215922070711 0.005500032521637028 0.0012969845681546231 0.00058297303695483175 0.0076735552340785624 0.004499033457089568 0.0052971934680271834 0.011111130549845406 0.0012226570525112825 -0.00028927315287337503 0.0080586804264040201 -0.0035657519456176725 0.0030468481597923105 0.0060646259373287612 0.0038842132281096016 0.0046344585858676618 0.00068200919563731009 0.0020428216436236229 0.0018732611683584385 0.003597289438828674 -0.003253665963865057 0.0048133859061951561 0.008385253815708411 0.0036943992069295144 -0.0028556665977868463 0.004051259294075355
leaf_weight=21 30 32 50 47 20 23 29 38 33 21 59 37 37 25 24 22 38 122 54 187 21 163 292 35 22 1299 20 277 23 20
leaf_count=21 30 32 50 47 20 23 29 38 33 21 59 37 37 25 24 22 38 122 54 187 21 163 292 35 22 1299 20 277 23 20
internal_value=0 0.00424759 0.00434277 0.0030648 0.00160409 0.0018445 0.00446396 0.00450211 0.00439005 0.00600522 0.00699253 0.0087171 0.00445575 0.0034036 0.00460279 0.00319195 0.000622228 0.00471131 0.00516866 0.00378043 0.00423541 0.002666 0.00213807 0.00139549 -3.15966e-05 0.0046558 0.00455094 0.00354823 0.00324592 0.000356857
internal_weight=0 2756 2667 231 365 345 2436 2407 2240 167 117 58 2202 270 1932 138 60 1794 78 245 208 210 315 89 54 1761 1639 340 320 43
internal_count=3121 2756 2667 231 365 345 2436 2407 2240 167 117 58 2202 270 1932 138 60 1794 78 245 208 210 315 89 54 1761 1639 340 320 43
is_linear=0
shrinkage=0.0371528


Tree=3103
num_leaves=31
num_cat=0
split_feature=4 2 3 12 1 40 376 2 0 45 1 2 42 52 3 0 1455 2 1446 484 1427 42 160 1374 0 0 4 51 43 52
split_gain=1.32173 0.455342 0.334346 0.230931 0.232351 0.260881 0.217645 0.217407 0.214303 0.207602 0.200043 0.184701 0.181436 0.212699 0.175666 0.44218 0.195785 0.209276 0.29711 0.22901 0.205481 0.222425 0.269272 0.264464 0.247249 0.46566 0.297529 0.204095 0.201616 0.197075
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 0.093575000000000019 -0.0061149999999999998 0.083785000000000012 0.25063000000000007 -0.067094999999999988 0.084355000000000013 0.10871500000000002 0.09358000000000001 0.11457500000000002 -0.037344999999999996 0.11296500000000002 -0.10836499999999999 0.10752500000000002 0.08647500000000001 0.10428500000000002 -0.085034999999999986 0.082040000000000016 -0.077669999999999989 -0.50449999999999984 0.086000000000000007 -0.11173999999999999 -0.14454499999999995 0.0045450000000000013 -0.025069999999999999 -0.03898999999999999 0.5116750000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 10 -2 -8 12 -6 -1 14 -14 16 -16 17 -5 19 27 21 28 -23 24 25 26 -24 -19 -21 -18
right_child=7 -3 -4 9 5 -7 8 -9 -10 -11 -12 -13 13 -15 15 -17 29 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082820605378704903 0.0020941281901520944 -0.00064051681943028788 0.0015191637012827491 0.0055896200984986025 0.003092386358108593 -0.0018714136377984928 0.003893657268792415 -0.0024546385877142743 -0.0015284040845461658 0.0087844371846945053 0.0091413547649440031 0.0037902416898857902 -0.00082189658254591853 0.0041399385345611845 -0.0027006029742572771 0.0062370174424781584 0.011293790598220116 0.0094041323334638442 5.5022733439813185e-05 0.0049606980441310013 0.0091884093144815118 0.0078575114391505971 7.0439184968173639e-05 0.0076251221441480058 0.0040019874053393214 -0.0048460962010905204 0.0072030790235093995 0.0054228514453918842 0.0083196473762491181 0.0051105985557764622
leaf_weight=30 341 33 64 973 28 26 35 24 28 31 20 56 21 151 21 27 22 39 29 143 20 39 26 39 644 20 24 93 52 22
leaf_count=30 341 33 64 973 28 26 35 24 28 31 20 56 21 151 21 27 22 39 29 143 20 39 26 39 644 20 24 93 52 22
internal_value=0 0.00475321 0.00481858 0.00489799 0.00347514 0.00229372 0.00326934 0.00179503 0.00148385 0.00502825 0.00561279 0.00535716 0.00497983 0.00353413 0.00509119 0.00232681 0.00515192 0.00508923 0.00467238 0.00478994 0.00455279 0.00445885 0.00411476 0.00392091 0.00371858 0.00111119 0.00349411 0.00659914 0.00585642 0.00820219
internal_weight=0 2756 2723 2659 223 137 111 365 63 2436 48 86 2405 172 2233 48 2185 2141 1168 1139 1007 987 792 753 714 70 50 132 195 44
internal_count=3121 2756 2723 2659 223 137 111 365 63 2436 48 86 2405 172 2233 48 2185 2141 1168 1139 1007 987 792 753 714 70 50 132 195 44
is_linear=0
shrinkage=0.0461948


Tree=3104
num_leaves=31
num_cat=0
split_feature=1 2 454 34 97 2 12 1 2 123 13 52 3 15 0 2 3 50 42 402 3 16 16 159 157 2 52 159 2 13
split_gain=1.0788 0.316473 0.227237 0.179493 0.273461 0.268958 0.23736 0.318041 0.216533 0.18338 0.17041 0.256439 0.200383 0.214932 0.190529 0.299645 0.289713 0.333678 0.276025 0.269079 0.236436 0.202668 0.681392 0.183673 0.204456 0.200831 0.18199 0.17403 0.166342 0.203222
threshold=0.11910500000000002 0.10527500000000002 -0.037229999999999992 -0.038779999999999995 -0.079444999999999988 0.116525 -0.42850999999999995 0.15799000000000005 -0.15339499999999998 0.11679000000000002 -0.14819499999999997 0.039215000000000007 0.10299500000000002 -0.24436499999999997 -0.076579999999999995 -0.0091949999999999983 -0.042499999999999989 0.089465000000000017 0.11649000000000002 0.033490000000000006 -0.014944999999999998 0.066275000000000014 -1.0000000180025095e-35 0.082105000000000025 -0.24909499999999998 0.097605000000000011 0.048520000000000008 0.087225000000000011 0.15609500000000001 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -2 8 -7 9 -5 -8 11 -1 13 -12 23 20 17 19 -19 21 -16 22 -17 24 -15 26 27 -25 29 -4
right_child=3 2 28 5 -6 6 7 -9 -10 -11 12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082699106044675837 0.0023205893699558651 -0.0014492697698179307 0.0011813954408334893 0.00019464428164430318 -0.0044879452893135698 0.0053211053886163383 0.0016156561466545514 -0.0046554652004990454 0.0047965369638324797 -0.0024920749812930697 -0.00025207792830094254 0.0028344681567839072 0.00069537811098953654 -5.2682272225761493e-05 0.002571642138390636 0.0040469700037003408 0.0068199691272567697 0.007663378887455251 0.0026542239315912887 -0.0013553233879093852 -0.0032451310818263864 0.0045100691512917953 -0.0028275501190119785 0.0082400679641755434 0.0042919215172803251 0.0096553041775126434 0.001686243813888327 0.0049110819754609597 -0.00044422242787368839 0.00369335355350892
leaf_weight=43 21 20 68 25 22 20 142 20 73 23 20 25 31 20 35 85 51 51 33 28 20 100 38 37 1451 20 24 126 22 427
leaf_count=43 21 20 68 25 22 20 142 20 73 23 20 25 31 20 35 85 51 51 33 28 20 100 38 37 1451 20 24 126 22 427
internal_value=0 0.00394463 0.00301422 0.00141743 -0.00116285 0.0017836 0.000904479 0.000427006 0.00362258 0.00104306 0.00416788 0.00627159 0.00410196 0.00415133 0.00419289 0.00340351 0.00382343 0.00336724 0.0056955 0.00258806 0.000456452 0.00308319 0.00192313 0.00440035 0.00423285 0.0055906 0.00515588 0.00566674 0.00318689 0.00334828
internal_weight=0 2775 537 346 43 303 205 185 98 165 2238 68 2170 2139 2119 441 386 335 84 251 55 223 123 1678 1471 207 187 163 517 495
internal_count=3121 2775 537 346 43 303 205 185 98 165 2238 68 2170 2139 2119 441 386 335 84 251 55 223 123 1678 1471 207 187 163 517 495
is_linear=0
shrinkage=0.0426769


Tree=3105
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 44 106 1416 1 457 151 1 150 11 11 1443 43 3 12 0 13 13 1443 133 1212 42 1454 1455 12 1456
split_gain=0.897117 0.320838 0.236886 0.219551 0.234841 0.200957 0.179521 0.171052 0.187802 0.218376 0.200802 0.189812 0.214935 0.176242 0.254694 0.1716 0.171282 0.29247 0.497015 0.336971 0.21772 0.209807 0.204031 0.200344 0.183038 0.198746 0.337528 0.26547 0.32646 0.262239
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.091325000000000003 -0.079859999999999987 1.0000000180025095e-35 0.086340000000000014 1.0000000180025095e-35 0.095695000000000016 0.083415000000000017 -0.084764999999999993 0.13436000000000001 -0.088794999999999985 0.086080000000000018 0.080455000000000013 0.090755000000000016 -0.14386499999999997 -0.10831999999999999 0.080890000000000017 -0.08095999999999999 0.061215000000000012 0.0061450000000000003 0.084655000000000022 -0.011534999999999998 0.13713500000000003 0.086665000000000006 0.098995000000000014 -0.094999999999999987 0.084290000000000018 -0.062944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 8 13 11 -11 12 -10 14 15 16 20 18 -18 -20 -1 22 24 -23 25 -19 27 -27 -29 -30
right_child=3 -3 -4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 21 19 -21 -22 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0065882332124118847 -0.0017966809039340547 -0.000547378845107965 0.00091530211082460264 0.0050589141702058324 0.0013190973391247484 0.0057773545784068157 2.7302908639500501e-05 0.0059649477152733579 -0.00075327580574470964 -0.002324945025795735 0.0021755656952748997 -0.00065924428956174266 0.0032988220486800572 0.00013314871311499181 0.0069259228487394391 0.0001639822030232522 0.0045078458452457899 0.0037447321538913877 0.0017990051255963367 -0.0049975093504452794 0.0036210006063834427 0.0039132706636591415 0.0068238797805959218 0.00079541348834937398 0.006234866483468755 0.0066617260832323192 -0.0017206596172003432 -0.00037971344666793273 -6.8724718849485716e-05 0.0033110701961199902
leaf_weight=52 39 33 63 20 318 45 25 33 20 24 35 21 313 24 29 24 32 935 20 22 112 46 26 83 33 28 22 41 35 568
leaf_count=52 39 33 63 20 318 45 25 33 20 24 35 21 313 24 29 24 32 935 20 22 112 46 26 83 33 28 22 41 35 568
internal_value=0 0.00316669 0.0032119 0.00119517 0.000978718 0.00326654 0.00322313 0.00325412 0.00321897 0.00247934 0.000344849 0.00283509 0.00305545 0.00336225 0.00339902 0.00334982 0.00338703 0.00328514 0.00094981 -0.00176107 0.00456183 0.00338025 0.00349282 0.00190721 0.00344071 0.00338411 0.00289825 0.00304947 0.00289241 0.0031149
internal_weight=0 2744 2711 377 357 2648 2603 2578 2545 413 59 354 333 2132 2108 2079 2055 1891 74 42 164 1817 1688 129 1662 1629 694 672 644 603
internal_count=3121 2744 2711 377 357 2648 2603 2578 2545 413 59 354 333 2132 2108 2079 2055 1891 74 42 164 1817 1688 129 1662 1629 694 672 644 603
is_linear=0
shrinkage=0.0378958


Tree=3106
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 4 43 1 2 4 14 2 52 1 49 52 13 1 2 1 0 16 47 1 16 4 16 52 52
split_gain=73.6436 12.6599 6.55946 5.4521 4.13437 4.1092 3.0202 2.78804 2.30817 2.18907 1.58318 1.49316 1.42919 1.30649 1.29314 1.16352 1.12984 1.10587 0.943666 1.41548 0.972856 0.987871 0.906729 0.804797 0.775169 0.749375 0.734659 0.736571 0.67433 0.673758
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.31534000000000006 0.40124500000000002 -0.025214999999999998 0.077845000000000011 0.089775000000000008 -0.16363499999999997 0.062655000000000016 0.11448000000000001 -0.52606999999999993 0.12205500000000001 -0.054984999999999992 -0.56176499999999996 -0.47860499999999995 0.089770000000000016 0.09678500000000001 1.0000000180025095e-35 -0.038659999999999993 0.15273500000000004 0.090100000000000013 0.090540000000000023 0.13751500000000003 0.024790000000000003 -0.10850999999999998 -1.0000000180025095e-35 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 7 9 14 -4 11 -9 24 23 -2 -3 -15 -11 -7 20 -20 21 26 -23 28 -1 -6 -18 -28 -12 -21
right_child=1 5 8 -5 25 17 -8 10 -10 16 12 -13 -14 15 -16 -17 18 -19 19 29 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016446378063434788 0.0016958551079346038 0.00076831657140162589 0.0015292399746573613 0.00084248966992275061 0.00083179948273338152 0.00048460065031572858 0.00093126400717336304 0.0014270179780371919 0.0009002475864873865 0.0018041926727451077 0.0011796916746254311 0.001923776882976987 0.00071616276650451329 0.00093011135959591865 0.00045507977482258603 0.0014200902731451425 0.0015665602540769507 6.092708098633663e-05 0.00091224620024417662 0.0012766269773441291 0.0017671549244452746 0.00097871252169993224 0.0014548357461188449 0.0013652749524348492 0.0015295303781347495 0.0012971799274697526 0.0015364722316013203 0.0013132653951634394 0.00073056906539432898 0.0016905401543650851
leaf_weight=1081 45 89 28 84 27 58 24 20 69 45 21 59 86 21 91 78 460 33 22 29 52 22 36 22 245 21 109 94 25 25
leaf_count=1081 45 89 28 84 27 58 24 20 69 45 21 59 86 21 91 78 460 33 22 29 52 22 36 22 245 21 109 94 25 25
internal_value=0 0.00086255 0.00155268 0.00121659 0.00157211 0.000681155 0.00158329 0.000771177 0.00108181 0.00159016 0.000937955 0.00163617 0.00087444 0.00143481 0.000609958 0.00131616 0.00151888 0.000330961 0.00150376 0.0013073 0.00152308 0.00150547 0.00127424 0.00107461 0.00162337 0.0010354 0.0015257 0.00143312 0.000935603 0.00146825
internal_weight=0 673 2448 228 2351 445 2303 354 97 2279 174 1385 154 144 180 99 894 91 849 76 773 721 58 68 1326 48 663 203 46 54
internal_count=3121 673 2448 228 2351 445 2303 354 97 2279 174 1385 154 144 180 99 894 91 849 76 773 721 58 68 1326 48 663 203 46 54
is_linear=0
shrinkage=0.00184769


Tree=3107
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 4 14 42 16 4 1 47 0 15 123 52 49 39 2 50 15 151 47 40 4 0
split_gain=60.7734 10.2885 5.28699 4.61342 3.41867 3.17649 2.52985 2.28314 1.91955 1.89447 1.74826 1.3988 1.39361 1.08222 1.06455 0.874135 0.869047 1.20243 0.85773 0.805077 0.910531 0.780273 0.802666 0.69752 0.826561 0.694877 0.676667 0.656957 0.618894 0.60206
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.062539999999999984 0.076975000000000002 -0.0060199999999999993 -0.52595999999999987 0.033845000000000007 0.083345000000000016 0.09364500000000002 -0.11173999999999999 -0.097454999999999986 0.10695000000000002 -0.52606999999999993 -0.054984999999999992 0.084780000000000008 -0.0091949999999999983 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.081320000000000017 -0.077474999999999988 -0.020529999999999996 -0.076579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 10 27 -8 12 -9 13 -4 -7 16 -15 -16 17 -1 -11 -2 -21 -13 -23 24 -6 -26 -14 -3 -19 -18
right_child=1 4 11 -5 23 8 7 9 -10 18 -12 21 26 14 15 -17 29 28 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016040142397290634 0.0014951611438756432 0.00059384972320712832 0.0013842162724628218 0.00074538097863301232 0.00046005152492025348 0.00086284966202981796 0.0012687456337569241 0.001165704057482416 0.00094459880389711993 0.00070231869773692613 0.0017472972888602869 0.00057099483676840816 0.0013317725667339121 0.0014086100318699028 0.00076546782873034686 0.0012751162484460805 0.0014817310028295274 0.0013384476834627764 0.00030663562518239466 0.00085559532278855588 0.0012890435333087701 0.00068933499825124501 0.0011611897275811071 0.00058356790274671712 0.00029893439319354819 -0.00015568217665689487 0.0016130420961766804 0.00028808568329049736 0.00091288461955698101 0.0013783330175398208
leaf_weight=23 45 47 22 84 29 21 30 29 48 171 67 23 503 80 20 27 1256 20 21 21 78 20 32 23 22 24 31 49 28 227
leaf_count=23 45 47 22 84 29 21 30 29 48 171 67 23 503 80 20 27 1256 20 21 21 78 20 32 23 22 24 31 49 28 227
internal_value=0 0.000770344 0.00139728 0.00108951 0.000606819 0.00141472 0.000692884 0.000790453 0.00129908 0.000725526 0.00145461 0.00097454 0.00132974 0.00144294 0.00127895 0.00105824 0.00145634 0.00125665 0.000659041 0.00129024 0.0011971 0.000854369 0.000979707 0.000302079 0.000215756 6.17431e-05 0.0013481 0.000437783 0.0010902 0.0014659
internal_weight=0 673 2448 228 445 2351 347 251 603 221 1748 97 555 1681 127 47 1554 71 192 144 99 75 52 98 75 46 534 96 48 1483
internal_count=3121 673 2448 228 445 2351 347 251 603 221 1748 97 555 1681 127 47 1554 71 192 144 99 75 52 98 75 46 534 96 48 1483
is_linear=0
shrinkage=0.00184769


Tree=3108
num_leaves=31
num_cat=0
split_feature=1 2 48 16 52 1 123 4 10 2 10 15 15 4 14 2 1 1 15 11 14 16 41 481 42 42 1447 1446 3 484
split_gain=1.18625 0.333393 0.217025 0.18599 0.467226 0.249522 0.188811 0.186423 0.182425 0.298465 0.320869 0.208895 0.491743 0.327688 0.288501 0.243212 0.184543 0.359685 0.178503 0.231458 0.176007 0.173906 0.171569 0.186464 0.271933 0.465642 0.416215 0.549812 0.397321 0.610156
threshold=0.11910500000000002 0.10527500000000002 0.12737000000000001 0.40020000000000006 -0.082554999999999976 0.10612500000000001 0.085290000000000019 0.26790000000000008 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.41942499999999994 -0.30407999999999996 0.51303500000000013 -0.073114999999999986 0.14445500000000003 0.13707500000000003 0.13021500000000003 -0.07490999999999999 0.090070000000000025 0.076175000000000007 0.51222500000000004 0.082095000000000015 -0.0066299999999999996 0.091735000000000025 0.088295000000000012 -0.085804999999999979 0.086715000000000014 -0.083154999999999993 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 5 -3 -6 -8 9 10 -2 13 -13 -11 -14 -15 17 -16 -5 21 22 -20 23 24 25 26 27 -1 29 -28
right_child=8 2 -4 18 6 -7 7 -9 -10 11 -12 12 14 15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0057850459396667333 0.00050278722235143943 -0.0029124776860361508 -0.00065900526515083222 0.007690357742993776 0.0038105507697597011 0.0022859008685553943 0.0035814584993710272 -0.0017770962869886888 -0.00087676604908969646 0.0063458565441087619 0.0054114734945114838 -0.0047936247306441492 0.0053829972326675394 -0.0026166179431298836 -0.0014187231945439701 0.0034471174696614668 -0.0020842450404227209 0.0052178247508851043 9.3583499168526271e-05 0.0069507261912804697 0.0059785813795400862 0.003910322686374792 0.0016378566196687322 0.0040329692086646671 0.0085933439725144386 0.0018401412902866855 0.005315492480726206 -0.0021512510609330779 0.0048529329134988841 0.014307565798092704
leaf_weight=48 33 32 24 23 257 28 21 21 46 26 62 27 22 20 28 23 34 25 26 30 86 75 44 1847 33 66 23 20 45 26
leaf_count=48 33 32 24 23 257 28 21 21 46 26 62 27 22 20 28 23 34 25 26 30 86 75 44 1847 33 66 23 20 45 26
internal_value=0 0.00397865 0.00307877 0.00325364 0.00275211 -0.000486568 0.00340202 0.000902181 0.00148142 0.00184301 0.00370635 0.000979506 6.51111e-05 0.00278179 0.00126865 0.000626775 0.000228242 0.00171172 0.00442278 0.00384908 0.00419457 0.0029278 0.00412327 0.00417515 0.00518131 0.00468746 0.00584748 0.00345084 0.00758122 0.0100868
internal_weight=0 2775 537 513 359 60 299 42 346 300 95 205 136 69 109 43 87 53 154 131 2238 101 2152 2108 261 228 162 68 94 49
internal_count=3121 2775 537 513 359 60 299 42 346 300 95 205 136 69 109 43 87 53 154 131 2238 101 2152 2108 261 228 162 68 94 49
is_linear=0
shrinkage=0.0402154


Tree=3109
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 4 0 4 14 0 2 0 15 1 4 52 2 15 4 132 40 50 150 16 3 4
split_gain=77.9522 9.0857 8.38379 5.21659 5.1311 3.11672 3.09833 2.97833 2.59029 2.19413 1.92898 1.55711 1.42497 1.33007 1.62231 1.21137 1.18216 1.13661 1.10446 1.01152 0.904464 0.889412 1.08413 0.841716 0.753517 0.728761 0.719333 0.714889 0.686086 0.6685
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.40945500000000007 0.14285500000000004 0.40124500000000002 -0.17966999999999997 -0.23194499999999998 0.033845000000000007 0.076175000000000007 -0.067094999999999988 0.092235000000000025 -0.13027499999999997 0.13592500000000005 0.16540500000000002 -0.46376499999999993 1.0000000180025095e-35 0.10402500000000002 -0.03241999999999999 -0.059649999999999988 0.08696000000000001 -0.065969999999999987 0.086295000000000011 0.083770000000000011 -0.073404999999999984 -0.13309499999999996 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 10 12 7 24 -5 -6 -1 16 15 14 26 -4 27 -8 -12 20 -16 -20 -23 -2 -3 -9 -11 -7 -29 -30
right_child=1 6 5 8 9 11 17 25 -10 13 18 -13 -14 -15 19 -17 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0021885269926335224 0.00097389897732749796 0.00078169749322841832 0.0013896662994155066 0.0016106636373500376 0.0017020346510231931 0.0017695011641389552 0.00054317142753091373 0.00030206570976939681 0.00094913176174916351 0.0016477251832656872 0.0018563441768106104 0.0014623628851333872 0.0021158563540095944 0.00079968597129949717 0.0012387920015301934 0.0017808723286496281 0.001243849496998216 6.4232360578238496e-05 0.0016287324227273487 0.0014542966045550958 0.00081046477958316462 0.001571094986052753 0.0010259638208852623 0.00055531863325842287 0.0012116681856191895 0.00077579644524192973 0.0012343429520455301 0.0018219709822953382 0.0013276114515596424 0.0016317037856194037
leaf_weight=22 158 20 30 89 31 247 143 28 29 35 42 160 46 33 29 1170 23 21 79 20 49 28 26 20 61 21 28 65 29 339
leaf_count=22 158 20 30 89 31 247 143 28 29 35 42 160 46 33 29 1170 23 21 79 20 49 28 26 20 61 21 28 65 29 339
internal_value=0 0.000896905 0.00167283 0.00113465 0.00142549 0.00172232 0.000657543 0.000879194 0.00144808 0.00122715 0.00165203 0.00163352 0.00178382 0.00115126 0.00122333 0.00177109 0.00167248 0.000481844 0.00158458 0.00106861 0.000969715 0.00149876 0.00130862 0.000926867 0.0011055 0.000505093 0.001464 0.00168698 0.0016399 0.00160774
internal_weight=0 590 2531 296 422 2109 294 130 118 225 197 863 1246 194 161 1200 703 164 175 98 78 133 54 178 81 49 63 680 433 368
internal_count=3121 590 2531 296 422 2109 294 130 118 225 197 863 1246 194 161 1200 703 164 175 98 78 133 54 178 81 49 63 680 433 368
is_linear=0
shrinkage=0.00192234


Tree=3110
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 47 14 1 48 2 4 0 15 4 47 4 0 1 12 15 43 3 131 2 0 42 4
split_gain=110.084 18.7031 10.3215 9.46273 6.43872 5.24074 3.22547 3.08478 3.04315 2.97997 2.61048 2.02402 1.96224 1.83356 1.74714 3.0938 1.37134 1.02646 1.02513 1.2561 1.23093 0.979801 0.975626 0.942995 0.873486 0.86823 1.06283 0.800957 0.796308 0.884196
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13501500000000002 0.11474000000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 -0.015314999999999997 0.14285500000000004 0.27834500000000006 -0.10151999999999999 -0.12255999999999999 0.0082450000000000006 0.090100000000000013 -0.013125 0.14486500000000005 0.093100000000000002 0.090285000000000018 0.082685000000000022 -0.080324999999999994 -0.14186499999999996 0.082750000000000004 0.31358000000000003 -0.14226499999999997 0.086555000000000007 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 9 11 -6 12 14 -5 -7 13 -4 15 -1 28 -3 19 24 21 -20 27 -12 -13 26 -14 -17 29 -16
right_child=1 2 8 10 7 6 -8 -9 -10 -11 23 18 25 -15 16 22 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023937824444038849 0.0020351486262614607 0.0010090772572858551 0.0011579003368226862 0.0018894319379518284 0.0018191631247883673 0.0014299818587748662 0.0014049920966689598 0.0010453231475639081 0.0012482056230838181 0.0024722856320052119 0.0013478964143888606 0.0022260561925808399 0.00050263952880859417 0.00067744366076843217 0.0024197511968948237 0.0017459149177757455 0.0017729211184300271 0.0013690347329206459 0.0020305227210927214 0.0016494773850500135 0.0014655525700468818 0.0018028196050821402 0.0020573259428040263 0.00086227736064589178 0.0019839463659236996 0.00081494441729904575 -8.9556539319568783e-08 0.001360983412161767 0.0020218729421513926 0.0021049974671520371
leaf_weight=28 71 191 39 28 77 30 48 24 37 62 49 65 59 102 33 48 53 33 106 34 27 183 20 20 285 20 20 32 492 805
leaf_count=28 71 191 39 28 77 30 48 24 37 62 49 65 59 102 33 48 53 33 106 34 27 183 20 20 285 20 20 32 492 805
internal_value=0 0.0011203 0.00101241 0.00198095 0.00124023 0.00200475 0.00187823 0.00163528 0.000745104 0.00206733 0.00140409 0.00190934 0.000667542 0.000810336 0.00205071 0.00184006 0.00207021 0.00106211 0.00192989 0.00199531 0.00185038 0.00188634 0.00168502 0.00120714 0.00202891 0.00046417 0.000375366 0.00159194 0.00208206 0.00211739
internal_weight=0 673 602 2448 325 2351 778 101 277 1573 97 730 240 141 1511 128 1383 224 700 384 316 289 100 69 350 99 79 80 1330 838
internal_count=3121 673 602 2448 325 2351 778 101 277 1573 97 730 240 141 1511 128 1383 224 700 384 316 289 100 69 350 99 79 80 1330 838
is_linear=0
shrinkage=0.00188464


Tree=3111
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 2 14 48 1 2 47 1 0 4 1 151 131 1 0 3 0 1 51 151 3 3
split_gain=75.3024 12.0152 7.70146 6.75289 4.14423 4.0942 2.53674 2.35539 1.97207 1.87079 1.4936 1.38868 1.29647 1.17899 0.747639 0.738849 0.711286 1.0429 0.904023 0.689422 0.659796 0.654865 0.668951 0.646149 0.851768 0.651588 0.589597 0.65338 0.601108 0.567533
threshold=0.10508500000000001 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.13501500000000002 0.13082500000000002 0.077845000000000011 0.11474000000000002 0.062655000000000016 -0.015314999999999997 0.15022500000000003 -0.090999999999999984 0.090100000000000013 0.11588000000000001 0.18019500000000002 -0.073934999999999987 0.093100000000000002 -0.08341999999999998 0.09031500000000002 0.086920000000000011 -0.095504999999999993 -0.013929999999999998 -0.10474999999999998 0.13210500000000003 -0.085989999999999997 -0.088419999999999985 0.0022600000000000003 0.42240500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 14 10 11 12 -5 15 13 -7 23 -1 26 -6 17 -13 19 -19 -2 -15 -23 25 -25 -4 -3 -28 -29 -14
right_child=1 2 7 8 9 6 -8 -9 -10 -11 -12 16 29 21 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0012280496035381294 0.0017487633583958709 0.00052226172760393207 0.00099670318987774703 0.0015320248418865814 0.0016276261570613861 0.0011363057920548442 0.0010860916214470604 0.0010020651199173613 0.00093899967342643087 0.00084124918053436238 0.0019596081188813647 0.0016875291519774839 0.00043385782444926656 0.0016917895324745371 0.0011197013750887958 0.0012494199893156963 0.0012000823867820696 0.0018631775388963324 0.0011946260062686543 0.0015216147676065115 0.0013646945607527013 0.0014156809065946239 0.0016342542923386263 0.00068828387365030654 0.00036211055786368121 0.0006011082613157499 0.001153147480404412 0.00069338051489891772 0.00093605901757489634 4.3741319499589518e-05
leaf_weight=22 47 22 21 28 43 30 48 39 69 22 62 172 27 1082 33 32 20 22 29 457 24 58 349 47 72 50 22 79 67 26
leaf_count=22 47 22 21 28 43 30 48 39 69 22 62 172 27 1082 33 32 20 22 29 457 24 58 349 47 72 50 22 79 67 26
internal_value=0 0.000885681 0.0007992 0.0015975 0.000999309 0.0016176 0.00150577 0.000572126 0.00111018 0.0013245 0.00167291 0.00153337 0.000503123 0.00166115 0.000857857 0.00146626 0.00155038 0.00156069 0.00151774 0.0015373 0.00161894 0.00166755 0.00160311 0.000575829 0.000490935 0.000718115 0.000812379 0.000850371 0.000804747 0.00024248
internal_weight=0 673 602 2448 320 2351 778 282 97 97 1573 730 243 1511 223 75 700 680 508 479 71 1489 407 190 119 71 190 168 146 53
internal_count=3121 673 602 2448 320 2351 778 282 97 97 1573 730 243 1511 223 75 700 680 508 479 71 1489 407 190 119 71 190 168 146 53
is_linear=0
shrinkage=0.00188464


Tree=3112
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 2 4 14 0 1 3 51 1447 47 391 151 15 10 49 131 4 52 2 1212 52
split_gain=63.6266 10.9237 6.17162 5.32162 3.68478 3.01146 2.28172 1.69208 1.68239 1.65794 1.39468 1.44915 1.31786 0.96547 0.961889 1.53555 1.01449 0.824503 0.807758 0.687668 0.674671 0.653589 0.882409 0.549625 0.529362 0.513654 0.499217 0.475087 0.76142 0.538549
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.090425000000000019 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.077845000000000011 0.14753000000000002 0.42051500000000003 0.062655000000000016 -0.23091999999999999 0.080270000000000022 -0.12018999999999998 0.11144500000000002 -0.082869999999999985 0.090100000000000013 -1.0000000180025095e-35 -0.088784999999999989 -0.41942499999999994 -0.38124499999999995 0.11560500000000001 0.09031500000000002 -0.0070899999999999991 -0.56176499999999996 0.084305000000000005 0.087685000000000013 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 18 12 10 25 13 -5 11 -4 14 -7 16 -16 23 -15 20 -19 -3 -12 -23 27 -2 -6 -21 28 29 -1
right_child=1 2 6 9 7 8 -8 -9 -10 -11 21 -13 -14 17 15 -17 -18 19 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015287259511251442 0.0016929647292447899 0.0010761839230561347 0.00089404339137796993 0.0015043354636543028 0.0016812098056564672 0.0011279045101508212 0.0010430795229625423 0.0009077389829366991 0.0011380331794987096 0.00094733063882520348 0.00055432966370522251 0.00050255671756999076 0.0019114663089948103 0.0017994860811770721 0.0011144688240357142 0.0015774308711494673 0.0012588562476264936 0.001153959666752256 0.0011296857046805722 0.001736027438248781 0.00075908572601714067 0.00047553121823042642 -1.3476127699422374e-05 0.0013531834089047907 0.0013478165252513033 0.0013351653818548526 0.0015041480001221381 0.0016524910957329982 0.0014509079939915282 0.0018690490879278996
leaf_weight=20 52 29 54 28 23 24 37 31 48 67 32 99 59 37 28 486 23 20 33 36 171 25 30 20 24 51 731 657 24 122
leaf_count=20 52 29 54 28 23 24 37 31 48 67 32 99 59 37 28 486 23 20 33 36 171 25 30 20 24 51 731 657 24 122
internal_value=0 0.000896416 0.00081145 0.0015575 0.00098578 0.00157564 0.000598729 0.00128477 0.00148815 0.0011115 0.000530225 0.000640728 0.00163012 0.00150797 0.00161809 0.00155221 0.00165719 0.00151904 0.000851041 0.00150586 0.000805065 0.000335891 0.0002088 0.00166806 0.00158397 0.00144272 0.00151503 0.00167571 0.00176759 0.00182112
internal_weight=0 691 615 2430 338 2335 277 105 896 95 240 153 1439 848 1380 514 866 824 233 787 200 87 55 843 76 74 767 823 166 142
internal_count=3121 691 615 2430 338 2335 277 105 896 95 240 153 1439 848 1380 514 866 824 233 787 200 87 55 843 76 74 767 823 166 142
is_linear=0
shrinkage=0.00192234


Tree=3113
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 2 1 2 4 1 2 52 47 52 457 0 475 1420 51 12 16 15 13 2 13
split_gain=100.022 17.0876 9.96853 8.46834 5.55906 5.2371 3.25751 3.10847 2.92159 2.59201 2.39149 2.38092 1.79235 1.43141 1.26674 1.16275 0.912108 0.906346 0.830546 0.825978 0.676655 0.610828 0.640635 0.759064 0.590846 0.546345 0.516126 0.493853 0.674705 0.487268
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.092235000000000025 0.11474000000000002 0.09253500000000002 0.14960000000000004 0.42051500000000003 0.087135000000000004 0.087675000000000017 0.12492500000000002 1.0000000180025095e-35 -0.56176499999999996 0.080930000000000016 0.18019500000000002 -0.088274999999999978 -0.080064999999999983 0.11144500000000002 0.098810000000000023 0.11346000000000002 0.094035000000000007 -0.47860499999999995 0.31358000000000003 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 9 12 14 24 -5 13 -4 21 -16 17 -3 -11 20 29 -1 -23 -24 -6 -7 -8 -14 -29 -20
right_child=1 2 8 11 10 25 26 -9 -10 18 -12 -13 27 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013582942504852765 0.0015143564167358326 0.00056564195819365753 0.00061335989840343114 0.0013390403396441584 0.0014752368523876735 0.00073671174071069886 0.0019834103703735449 0.00082822624032533433 0.0008229419034115849 0.0016839171900854353 0.00064878674972996717 0.00074082272993302887 0.00028314563658739765 0.00025757129294787636 0.0014935294045582894 0.0010904137103273589 0.0010288867743092156 0.00085967559688642208 0.0015086451953823859 0.0011060794195874694 0.0010911654145721974 0.0018941008524251269 0.001597792073893515 0.0013300246334795398 0.0011634952939341204 0.0011245807222430408 0.0016926704809459296 0.00012572581174808049 -0.00027599127129529727 0.0013958336818297808
leaf_weight=37 76 172 58 34 38 26 51 22 37 37 23 61 22 103 386 25 20 43 180 29 20 23 992 36 42 22 33 34 23 416
leaf_count=37 76 172 58 34 38 26 51 22 37 37 23 61 22 103 386 25 20 43 180 29 20 23 992 36 42 22 33 34 23 416
internal_value=0 0.000704027 0.000603889 0.00148508 0.000812669 0.00150665 0.00151908 0.00150573 0.000349132 0.00151256 0.00116357 0.000954922 0.000276087 0.000385744 0.00155469 0.00146901 0.000658869 0.000624449 0.00141998 0.00140484 0.00141891 0.00158705 0.0015951 0.00158842 0.00131157 0.000914485 0.00186919 5.26086e-05 -3.63706e-05 0.0014299
internal_weight=0 691 615 2430 338 2335 2287 2203 277 2181 103 95 240 161 1499 411 235 215 682 645 616 1088 1051 1028 80 48 84 79 57 596
internal_count=3121 691 615 2430 338 2335 2287 2203 277 2181 103 95 240 161 1499 411 235 215 682 645 616 1088 1051 1028 80 48 84 79 57 596
is_linear=0
shrinkage=0.00181146


Tree=3114
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 2 1 2 49 4 50 0 1 1 11 52 4 2 40 0 150 15 47 43 13 151
split_gain=89.082 13.5205 7.9749 6.74095 4.80586 4.33204 3.7101 2.85122 2.56413 2.51674 2.15652 1.81109 1.48233 1.45634 1.06225 0.991319 0.949585 0.938072 0.876774 0.824134 0.809482 0.805086 0.75411 0.741601 0.696321 0.87154 0.575521 0.568963 0.567773 1.0495
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.077845000000000011 0.089775000000000008 -0.054984999999999992 -0.15464999999999998 0.041865000000000006 -0.22491999999999998 0.12408500000000001 0.091450000000000017 1.0000000180025095e-35 -0.56176499999999996 0.061775000000000004 0.31358000000000003 -0.077714999999999992 0.18019500000000002 0.082565000000000013 -0.43375999999999998 0.091680000000000011 -0.080324999999999994 -0.07743499999999999 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 8 22 11 20 -4 17 -2 -11 21 -13 -15 -1 -10 -17 -9 -6 -3 28 25 -5 -14 -12 -21 -30
right_child=1 4 10 24 14 -7 -8 9 18 13 27 15 26 16 -16 19 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018403468269524092 0.0011558778673103507 0.00078206483717910367 0.0016643688712196323 0.0010310004781649241 0.00043384003212111421 0.0012070839811188143 0.0010712204028612894 0.0016177293621501962 0.0018118394144342955 0.0013707480631743037 0.0011560944645343041 0.0013590818955363018 0.0018084928139602404 0.00092371119512897908 0.00076286943707228158 0.0019648180165543852 0.00062029397323385359 0.0017030446134774907 0.0022319243130238925 0.0017858037393205432 0.0011477850884595978 1.5248356779030575e-05 0.00044376687614627717 0.0013470483714785879 0.0012272863786180702 0.0005902801018974951 0.0015463536984958058 0.00078643135028461195 0.0013091782833353043 0.0016978011657062197
leaf_weight=1116 23 44 28 34 51 48 26 23 25 20 50 28 60 124 23 46 52 210 60 263 30 24 50 20 20 30 59 21 26 487
leaf_count=1116 23 44 28 34 51 48 26 23 25 20 50 28 60 124 23 46 52 210 60 263 30 24 50 20 20 30 59 21 26 487
internal_value=0 0.000968705 0.00174544 0.00134353 0.000776619 0.00176747 0.00177912 0.000881781 0.00178719 0.000987356 0.00122144 0.00177476 0.00159387 0.000888829 0.000408549 0.00170794 0.000834065 0.0018186 0.00210837 0.00171954 0.00135172 0.000299891 0.000602119 0.00170537 0.000920335 0.000824413 0.00167852 0.00104676 0.00171461 0.0016781
internal_weight=0 667 2454 226 441 2355 2307 343 2281 249 99 2196 142 196 98 870 176 1326 85 842 53 75 94 796 84 64 119 71 776 513
internal_count=3121 667 2454 226 441 2355 2307 343 2281 249 99 2196 142 196 98 870 176 1326 85 842 53 75 94 796 84 64 119 71 776 513
is_linear=0
shrinkage=0.00188464


Tree=3115
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 14 0 2 1 0 47 15 4 0 47 1 13 0 1 11 1 3 51 16 1 16
split_gain=81.7596 13.1046 8.0565 7.33508 5.66778 4.02906 2.64095 2.47637 2.34765 1.8049 1.53104 1.49727 1.39254 1.41532 1.256 1.24834 1.2373 1.298 1.05768 0.887115 0.759452 0.740393 0.706262 0.696223 0.890315 0.881345 0.653289 0.603443 0.570558 0.551801
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 -0.22491999999999998 0.17025000000000004 0.086920000000000011 -0.097024999999999986 1.0000000180025095e-35 -0.095869999999999983 0.41555500000000006 -0.062294999999999996 0.13011000000000003 0.11669000000000002 0.049530000000000012 0.18019500000000002 0.15799000000000005 1.0000000180025095e-35 0.090840000000000018 -0.11171999999999999 0.11144500000000002 0.11346000000000002 0.11588000000000001 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 9 10 28 -5 12 -7 18 26 15 19 -14 17 -16 -4 29 -15 23 -13 25 -25 -12 -1 -8 -6 -3
right_child=1 2 11 8 7 6 27 -9 -10 -11 21 22 13 20 16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015069474708028488 0.0014297138137170397 0.00083450502887707936 0.00035532512796302383 0.0013069809208341048 0.0014055946406643523 0.00097795400596573101 0.00074916429086224463 0.00072054993609169506 0.00073927735723593679 0.0017686816092741006 0.0010613498477209527 0.00024695860882668923 0.0013974822002095696 0.0014493538505675728 0.0012305803858790128 0.00088143356655255643 0.00048824230759146077 0.00066219650326180396 0.00079186380156763591 0.00045004464587075394 0.0012031759019730211 0.001037263804069865 -0.00017543868070810711 0.0018395711195142305 0.0014170730670741902 0.001372453788890816 0.0012774392003290465 0.00114096899062236 0.001117868119574477 0.00059484589602876907
leaf_weight=1046 71 42 106 34 39 32 26 39 63 62 29 28 27 326 29 30 21 21 20 96 43 20 21 21 54 574 39 22 45 95
leaf_count=1046 71 42 106 34 39 32 26 39 63 62 29 28 27 326 29 30 21 21 20 96 43 20 21 21 54 574 39 22 45 95
internal_value=0 0.000722252 0.000638814 0.00140747 0.00076776 0.00142683 0.00132434 0.00108312 0.000938266 0.00147752 0.00135036 0.000324185 0.00146558 0.00138122 0.000640164 0.00112588 0.000842902 0.000991859 0.000424617 0.000578386 0.00142067 0.00136743 6.59312e-05 0.00137717 0.00153537 0.00135749 0.0014987 0.000928741 0.00125146 0.000668318
internal_weight=0 673 602 2448 427 2351 778 123 97 1573 730 175 1511 426 304 57 71 50 126 233 369 698 49 678 75 603 1085 48 84 137
internal_count=3121 673 602 2448 427 2351 778 123 97 1573 730 175 1511 426 304 57 71 50 126 233 369 698 49 678 75 603 1085 48 84 137
is_linear=0
shrinkage=0.00174112


Tree=3116
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 159 13 2 9 10 0 3 0 12 150 16 52 52 12 403 150 41 15 4 131 1 158 159 49 51
split_gain=3.66514 0.836069 0.48118 0.416162 0.34305 0.328302 0.321182 0.251959 0.366104 0.296123 0.260309 0.315689 0.298386 0.240361 0.338803 0.337636 0.40623 0.35969 0.301011 0.238112 0.234137 0.222412 0.221388 0.213244 0.198418 0.187893 0.179859 0.26834 0.20457 0.216737
threshold=0.10312500000000001 -0.42635499999999998 0.31534000000000006 0.40124500000000002 0.092235000000000025 -0.40873999999999994 -0.47860499999999995 0.11548000000000001 -1.0000000180025095e-35 -0.0026549999999999994 -0.13843999999999998 0.0022600000000000003 -0.07384499999999998 0.080890000000000017 0.083555000000000004 -0.076669999999999988 -0.092399999999999982 0.024145000000000003 0.087830000000000005 -0.53255499999999989 0.08926000000000002 0.088520000000000015 -0.11033999999999998 -0.0083799999999999986 0.09031500000000002 0.10984500000000001 0.11817500000000002 0.11576000000000002 0.11560500000000001 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 5 4 26 -3 -4 8 9 -7 11 -10 25 14 15 -6 -17 -18 23 -20 -13 -9 -21 -15 -2 -12 27 28 29 -1
right_child=1 2 6 -5 13 7 -8 21 10 -11 12 20 -14 18 -16 16 17 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0075379663713461874 0.0085141406650246793 0.0076755672579617955 0.0025449135466185852 0.0017459397578381793 0.0083716748844142336 0.0035131678820930325 -0.0021380101182435045 0.0022637868753780572 0.00059028361616452894 -0.0020481275328457166 0.006327984174993714 0.0072904084539526645 0.0048145302362534951 0.0068879232613907587 0.0010197735754894951 0.0069706377394759909 -0.0005006137282869659 0.0057983502023156927 0.0025956301522310921 0.009577813248873553 0.0022777348448838799 0.0064513839992951169 0.006419194763720484 0.012238311816458467 0.0043928660330601159 0.011147450267566082 0.0098448272095324404 0.0036280979656520625 0.004261307469646783 0.0061109404638710774
leaf_weight=1312 62 30 58 22 49 44 33 204 35 20 26 32 99 20 25 51 30 23 22 34 23 20 508 23 23 21 39 29 31 173
leaf_count=1312 62 30 58 22 49 44 33 204 35 20 26 32 99 20 25 51 30 23 22 34 23 20 508 23 23 21 39 29 31 173
internal_value=0 0.00386615 0.00340059 0.00693399 0.00698217 0.00382009 0.00084671 0.00359935 0.0043174 0.00177526 0.00500679 0.00340379 0.00599495 0.00633439 0.00510985 0.00577816 0.00455621 0.0022329 0.00669348 0.00646046 0.0051942 0.00263768 0.00661734 0.00974976 0.00739897 0.00848136 0.0073032 0.00723904 0.00730812 0.00737172
internal_weight=0 730 645 2391 2369 554 91 524 300 64 236 90 146 785 178 153 104 53 607 564 55 224 542 43 85 47 1584 1545 1516 1485
internal_count=3121 730 645 2391 2369 554 91 524 300 64 236 90 146 785 178 153 104 53 607 564 55 224 542 43 85 47 1584 1545 1516 1485
is_linear=0
shrinkage=0.0378958


Tree=3117
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 4 0 14 2 13 0 12 0 4 15 4 1 50 15 151 1 40 457 3 16
split_gain=78.507 9.13904 9.00953 5.40406 5.07572 3.9641 3.18199 2.58057 3.06836 2.41438 2.15745 1.45181 1.30388 1.23963 1.20527 1.17498 1.0686 0.984871 0.971491 1.07456 1.0669 0.907032 0.824195 0.880207 0.779361 0.763294 0.741682 0.739603 0.689784 0.637291
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090455000000000021 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.10444500000000002 -1.0000000180025095e-35 -0.074479999999999977 0.13597000000000004 -0.13027499999999997 -0.46376499999999993 -0.033689999999999991 -0.059649999999999988 0.122715 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.12000500000000001 -0.063404999999999989 0.045365000000000009 0.12745000000000004 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 21 7 12 25 -9 -5 16 -1 17 15 26 27 -8 -4 -13 -20 -21 -2 23 -7 -25 -3 -10 29 -16 -11
right_child=1 5 6 9 -6 22 10 8 14 13 -12 18 -14 -15 28 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021713426512617903 0.0016539863152563671 0.00089156682834370081 0.0014655900299966503 0.0017599575721071461 0.00088790935918513063 0.00058589762251791389 0.0017468650999325167 0.0014629738984488639 0.00098148381743697402 0.001312088623620446 0.0014880961588438985 0.0018968922306064353 0.0021655386302680511 0.00095237324521193459 0.00091247590872642597 0.00098288050707640668 0.0013632475302137177 0.0018380272308759482 0.0017028173464530673 0.001613105332129309 0.0010668285976968212 0.0012511653227428069 0.00074265875773407513 0.00041628044440806134 -9.4649110299845532e-05 0.00048322914327609347 0.00062571402315206737 0.0011763584355012375 0.0013097878275517406 0.0017283524104419348
leaf_weight=22 83 24 28 31 74 29 748 42 33 26 169 42 46 66 42 36 29 1089 78 28 27 29 23 22 24 66 71 35 28 31
leaf_count=22 83 24 28 31 74 29 748 42 33 26 169 42 46 66 42 36 29 1089 78 28 27 29 23 22 24 66 71 35 28 31
internal_value=0 0.000926741 0.00172099 0.00145947 0.0012864 0.000761156 0.00177332 0.000871073 0.000987304 0.00125184 0.00168888 0.0016966 0.00184201 0.00117065 0.000872487 0.0012832 0.00173255 0.00182869 0.00163692 0.00155482 0.00134493 0.00154968 0.000417947 0.000318368 0.000149709 0.000592119 0.000738603 0.00140071 0.0010714 0.00153848
internal_weight=0 590 2531 422 186 404 2109 306 216 225 946 197 1163 194 174 128 777 1117 175 133 55 112 98 75 46 90 104 92 70 57
internal_count=3121 590 2531 422 186 404 2109 306 216 225 946 197 1163 194 174 128 777 1117 175 133 55 112 98 75 46 90 104 92 70 57
is_linear=0
shrinkage=0.00196078


Tree=3118
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 4 14 47 2 1 1 2 52 1 2 12 1 0 12 11 51 10 51 47 4 156 1429 3
split_gain=113.9 17.816 10.519 9.86877 7.03176 5.72097 5.1147 3.61788 3.53994 3.21808 2.86612 2.5524 1.48114 1.20478 1.15801 1.14765 1.73976 1.03828 0.910264 0.889936 0.916682 0.818174 0.745984 0.739947 0.734447 0.668756 0.651208 0.59164 1.01925 0.771881
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.13754500000000003 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.087135000000000004 0.17025000000000004 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.082480000000000012 0.11669000000000002 0.18019500000000002 0.095780000000000018 1.0000000180025095e-35 0.11144500000000002 -0.38851999999999992 -0.085989999999999997 0.078345000000000012 0.022185000000000003 0.087205000000000019 0.084770000000000012 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 -6 10 13 12 -5 22 -4 -12 19 -17 -14 24 20 -16 -10 27 -15 -3 -26 -22 29 -29 -1
right_child=1 2 9 11 7 -7 -8 -9 21 -11 14 -13 17 23 15 16 -18 -19 -20 -21 26 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0021281213455643438 0.0016587011765064174 0.00038394485217676497 0.00025781350534670331 0.0014605983159361963 0.0014316207331541565 0.00073285223455990067 0.001028534922135862 0.00069299817392683995 0.0017835156251402463 0.00089288944010461248 0.0018914542167015325 0.00079397476625208763 0.0013725483852900777 0.00010785308277824013 0.0016597797493751569 0.00087061162022027095 0.0015434247404661572 0.0016694311918070126 0.00050169076266877552 0.0011823706423827248 0.0015708259063256325 0.0022057138290864971 0.001463785024008451 -0.0003726817353723202 0.0007204709995026682 0.0010911996106147341 0.0013586685426679311 0.0017494695231984906 0.0013013883829116821 0.0017907837006205017
leaf_weight=27 71 21 122 34 82 25 46 37 25 26 45 63 52 28 428 22 45 351 117 20 224 60 29 22 125 22 74 89 25 764
leaf_count=27 71 21 122 34 82 25 46 37 25 26 45 63 52 28 428 22 45 351 117 20 224 60 29 22 125 22 74 89 25 764
internal_value=0 0.000729743 0.000620181 0.00164055 0.000801633 0.00166583 0.00167586 0.00120196 0.00168892 0.000249946 0.00167372 0.00102764 0.00173048 0.000152757 0.00158527 0.00156832 0.0013225 0.00163112 0.000634477 0.0015904 0.00160164 0.00208154 0.00177335 -0.000103582 0.000726953 0.000775954 0.00151814 0.00178327 0.00165121 0.0018023
internal_weight=0 673 602 2448 404 2351 2326 119 2280 198 2195 97 1337 172 858 813 67 403 285 746 726 85 934 50 168 147 298 905 114 791
internal_count=3121 673 602 2448 404 2351 2326 119 2280 198 2195 97 1337 172 858 813 67 403 285 746 726 85 934 50 168 147 298 905 114 791
is_linear=0
shrinkage=0.00196078


Tree=3119
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 1 14 2 2 4 4 3 14 1 52 2 10 1 2 15 4 12 4 3 3 13 40 51
split_gain=114.204 17.6474 10.9164 9.7202 6.2209 5.42852 5.01396 4.11696 3.63351 2.84201 2.66137 2.63557 2.52147 1.70499 1.35093 1.29861 1.29841 1.27826 1.04008 1.0019 2.05511 0.925414 0.846992 0.818251 1.12036 0.944064 0.786919 0.786325 0.756608 0.723778
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.40124500000000002 0.088105000000000003 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.089885000000000007 0.40473500000000007 0.40945500000000007 0.30112000000000005 0.097795000000000007 0.087135000000000004 -0.56176499999999996 0.094835000000000017 -0.38124499999999995 0.089770000000000016 0.097845000000000015 -0.059484999999999989 -0.036839999999999991 0.096990000000000007 -0.49013999999999996 -0.10217499999999997 -0.010424999999999999 0.030370000000000005 -1.0000000180025095e-35 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 5 7 6 -3 8 17 10 12 15 -7 13 28 -10 29 -12 -1 -11 23 -21 -19 -2 24 -18 -26 -14 -17 -4 -5
right_child=1 2 9 4 -6 11 -8 -9 14 18 16 -13 26 -15 -16 27 19 21 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0022821826228189251 0.0022439545205995151 0.0011540932770350589 0.0010485801129386974 0.002249256808897536 0.0011656114033916419 0.0019093116313770508 0.0014331581198354214 0.0012688386817993377 0.0026872482579250517 0.00060101044981932699 0.0023817046613215358 0.0012315428989263725 0.00093701614960098431 0.000678674750853456 0.002106545752133517 0.0021350135280047296 0.0024906974897918183 0.0019780220253552993 3.7496382502985064e-05 0.0013187756227352615 0.0020500272415042704 0.0014447208387700842 0.0017958341227247824 0.0019728749583659308 0.0017772690046067331 0.0021133331539108327 0.00061586150079745623 0.0018481339138697803 0.0014782359029221184 0.0019345506733539058
leaf_weight=26 50 222 26 902 25 71 37 69 67 34 45 32 44 22 20 353 28 29 20 22 45 22 24 260 35 393 88 41 40 29
leaf_count=26 50 222 26 902 25 71 37 69 67 34 45 32 44 22 20 353 28 29 20 22 45 22 24 260 35 393 88 41 40 29
internal_value=0 0.00119526 0.00108366 0.00210728 0.00213839 0.00132671 0.00214907 0.00161667 0.0021609 0.000795373 0.00214502 0.00169874 0.000894309 0.0011514 0.00255375 0.00219952 0.00205782 0.00192835 0.000392302 0.0020392 0.00180991 0.00174797 0.00209862 0.00206066 0.00211071 0.00208585 0.000722913 0.00210516 0.00130898 0.00223945
internal_weight=0 673 599 2448 2302 325 2277 146 2240 274 2153 103 220 88 87 1325 828 77 54 783 67 51 74 716 456 428 132 394 66 931
internal_count=3121 673 599 2448 2302 325 2277 146 2240 274 2153 103 220 88 87 1325 828 77 54 783 67 51 74 716 456 428 132 394 66 931
is_linear=0
shrinkage=0.00196078


Tree=3120
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 14 3 3 1 2 2 1 1 52 1 2 13 131 16 4 4 16 15 1 42 42 47 3
split_gain=56.8341 9.53749 5.48675 5.00986 3.1992 3.08941 2.333 1.9399 1.56327 1.82467 1.55642 1.40524 1.30292 1.05665 0.877412 0.865922 0.839394 1.38728 0.751926 0.634315 0.617745 0.5782 0.557379 0.84332 0.583556 0.700748 0.639926 0.874911 0.541898 0.529105
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.40124500000000002 0.062655000000000016 0.30112000000000005 0.076840000000000006 0.077845000000000011 0.11474000000000002 0.089885000000000007 0.13146500000000003 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.47860499999999995 0.09031500000000002 0.13751500000000003 -0.0070899999999999991 0.038415000000000012 -0.10850999999999998 -0.081924999999999984 1.0000000180025095e-35 0.075730000000000006 -1.0000000180025095e-35 0.090100000000000013 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 5 4 6 28 7 12 9 13 -5 21 14 -4 -1 -14 22 -18 -10 -2 -6 -7 24 -24 -17 26 27 -26 -3 -15
right_child=1 2 8 10 20 11 -8 -9 18 -11 -12 -13 15 29 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015172007918047817 0.0015808705896904144 0.00074663538599333305 0.00080235338432956623 0.0013913391002292404 0.00078351822774053604 0.0015855299026671995 0.00087914165320494169 0.0017491817584785836 0.000487689403184331 0.00097077481650607801 0.0008645037566275619 0.00076942931057829623 0.0016561174420479038 0.00053787165498259126 0.0013869864140528662 0.0015608300716910533 0.00079762436926623741 0.0013750968756522876 0.00014165271364599135 0.0012119525933012082 0.001214504199962363 0.0012113306111752992 0.001431167671451395 0.0011839098880045155 0.001370879401420411 0.0017062909546276034 0.0014521821625316548 0.0010486712040695633 0.0010082771210608086 0.00025383302545316445
leaf_weight=1117 49 190 39 28 27 20 24 85 54 46 69 22 45 66 220 108 22 45 38 25 21 55 109 89 141 26 234 38 33 36
leaf_count=1117 49 190 39 28 27 20 24 85 54 46 69 22 45 66 220 108 22 45 38 25 21 55 109 89 141 26 234 38 33 36
internal_value=0 0.000817919 0.000739062 0.00143632 0.00145363 0.000907485 0.00146367 0.00146983 0.000545889 0.000644839 0.00101658 0.00118826 0.001459 0.000538506 0.00149577 0.00140164 0.00138754 0.00118548 0.000344761 0.00145624 0.000972075 0.00131112 0.00140571 0.00132003 0.00143672 0.00140619 0.0013873 0.00130248 0.000785354 0.000437623
internal_weight=0 673 599 2448 2351 320 2303 2279 279 187 97 97 2194 141 1337 857 812 67 92 74 48 75 745 198 547 439 413 179 223 102
internal_count=3121 673 599 2448 2351 320 2303 2279 279 187 97 97 2194 141 1337 857 812 67 92 74 48 75 745 198 547 439 413 179 223 102
is_linear=0
shrinkage=0.00188464


Tree=3121
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 52 133 43 132 2 11 12 16 123 13 0 16 52 1 1 0 13 457 483 403 130 15 15 1 3
split_gain=4.98939 1.09727 0.589026 0.48485 0.414536 0.377095 0.310119 0.322564 0.288539 0.269812 0.254416 0.259401 0.251058 0.241404 0.278181 0.344493 0.275958 0.257338 0.26494 0.651039 0.380158 0.239121 0.220738 0.213964 0.219458 0.220018 0.213381 0.270641 0.212184 0.554729
threshold=0.10312500000000001 -0.40967499999999996 0.13604000000000002 0.40124500000000002 0.092235000000000025 0.17829500000000004 0.089200000000000015 0.070450000000000013 0.090145000000000017 0.13754500000000003 1.0000000180025095e-35 0.085785000000000014 0.13751500000000003 1.0000000180025095e-35 -0.082199999999999981 -0.057069999999999989 -0.018494999999999998 -0.56368999999999991 0.089770000000000016 0.082005000000000008 -0.019414999999999998 -0.079299999999999995 0.094310000000000019 -0.06916499999999999 -0.53255499999999989 0.10367000000000003 -0.24436499999999997 -0.46471999999999997 0.080270000000000022 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 10 6 7 8 22 13 28 -12 -11 14 15 16 -6 -16 19 20 23 -8 26 -19 -25 -26 27 -3 -1 -30
right_child=1 2 -4 -5 9 -7 21 -9 -10 12 11 -13 -14 -15 17 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.009065953035749497 0.0087642565795017762 0.0055915794397781169 0.0021650974071837224 0.0025859803187316694 0.0093736798969179906 0.0077656501663658723 0.0044602834813300251 0.0089928471434782588 3.812415544040419e-05 0.0022409328733698991 0.013557235168077466 0.0087570376598632062 0.0081165901735030695 0.0051733857381107652 0.011860043951757045 0.0057654471233916536 0.013621712695185344 0.0047008107916112866 0.0048075258270779382 0.014584660891661411 0.0033407834319744987 -0.00070562993176833929 0.0019661429509921836 0.0041357790695247297 0.0087337018050880118 0.0062193306671756406 0.0058780742048177214 0.00059742802599869658 0.0022297323151402246 0.0083657644746853218
leaf_weight=989 90 37 175 22 85 60 26 27 21 26 35 35 20 47 22 29 33 32 51 21 32 30 37 21 300 66 196 31 24 501
leaf_count=989 90 37 175 22 85 60 26 27 21 26 35 35 20 47 22 29 33 32 51 21 32 30 37 21 300 66 196 31 24 501
internal_value=0 0.00468805 0.00411484 0.00841207 0.00846617 0.00484861 0.00441646 0.00485348 0.00450639 0.00772532 0.00883333 0.0111571 0.00479557 0.00790768 0.00809339 0.00961549 0.0105617 0.00768285 0.00750713 0.00779883 0.00748286 0.00169283 0.00481813 0.0077992 0.00805539 0.00828029 0.00521785 0.00331483 0.00872588 0.00808526
internal_weight=0 730 640 2391 2369 465 405 349 322 785 1584 70 46 739 692 147 118 545 523 472 451 56 301 419 387 366 264 68 1514 525
internal_count=3121 730 640 2391 2369 465 405 349 322 785 1584 70 46 739 692 147 118 545 523 472 451 56 301 419 387 366 264 68 1514 525
is_linear=0
shrinkage=0.0394268


Tree=3122
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 4 2 391 13 1447 157 2 16 15 123 391 1428 2 2 2 484 159 52 52 40 52 2 483 2
split_gain=4.04161 0.830378 0.5128 0.583671 0.39535 0.391454 0.353411 0.332746 0.360541 0.287165 0.278117 0.261877 0.224269 0.288041 0.22425 0.207081 0.197863 0.190271 0.198915 0.188972 0.553078 0.199149 0.188945 0.24632 0.302602 0.289576 0.216708 0.503836 0.209216 0.183998
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.40124500000000002 0.41257000000000005 0.090425000000000019 -1.0000000180025095e-35 -0.11122999999999998 -0.082954999999999987 -0.41266499999999995 0.13093500000000002 0.15273500000000004 -0.43375999999999998 0.11679000000000002 -1.0000000180025095e-35 0.094820000000000015 0.11411 -1.0000000180025095e-35 0.10613000000000002 0.093765000000000015 0.082585000000000006 0.086450000000000013 0.0060650000000000009 -0.012109999999999998 0.10024500000000001 0.09358000000000001 -0.059844999999999995 -0.090999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 15 -4 7 17 9 -9 -1 -10 -12 22 -14 -8 19 -11 18 -2 -3 -21 -22 23 24 25 -13 27 -25 -24 -18
right_child=1 2 4 -5 -6 -7 14 8 10 16 11 12 13 -15 -16 -17 29 -19 -20 20 21 -23 28 26 -26 -27 -28 -29 -30 -31
leaf_value=0.010317857460878594 0.0066770261569789671 0.0019370828982979019 -0.0038670170411758856 0.0098445038957689253 0.0018839437746918609 0.0021931444039097396 0.0052251845659956869 0.0016867396155920158 0.009758589698177644 0.010461613626288861 0.010688019937550287 0.0027604235492315796 0.0016565182953439208 0.0071589180410841008 0.00077206004830967546 -0.00035079447749147158 0.0039901710818732805 0.0095696469903485716 0.0031125630470970338 0.0075331807507484916 0.0027899443548846242 0.0065269280931292946 0.0049763810900463239 0.00615228094460161 0.0021689841343970322 0.0064265369766273624 0.0066865206302398079 0.013067695973074776 0.0087098025819818525 0.0074153332751514976
leaf_weight=49 128 78 21 20 77 22 37 20 40 29 21 33 29 24 27 20 22 25 26 50 187 22 26 33 30 301 240 26 102 1356
leaf_count=49 128 78 21 20 77 22 37 20 40 29 21 33 29 24 27 20 22 25 26 50 187 22 26 33 30 301 240 26 102 1356
internal_value=0 0.00394958 0.00304588 0.00366827 0.000651595 0.00712628 0.00571607 0.00717186 0.00662083 0.00752194 0.00672987 0.00658981 0.00648784 0.00414817 0.00334652 0.00332226 0.00742456 0.00656328 0.00607523 0.00354025 0.00402305 0.00318331 0.00664461 0.00639231 0.00574327 0.00606432 0.00718244 0.00919975 0.00795145 0.00736065
internal_weight=0 718 475 377 98 2403 243 2381 925 1456 905 865 844 53 64 357 1407 179 154 337 259 209 791 663 364 334 299 59 128 1378
internal_count=3121 718 475 377 98 2403 243 2381 925 1456 905 865 844 53 64 357 1407 179 154 337 259 209 791 663 364 334 299 59 128 1378
is_linear=0
shrinkage=0.0371528


Tree=3123
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 2 14 4 4 0 1 3 3 49 52 10 3 3 47 159 1 4 0 4 1 0 4
split_gain=91.7926 14.6047 8.80204 7.4892 5.04971 4.74386 3.01398 2.59812 2.43854 2.10413 2.03182 1.97959 1.4746 1.23954 1.86115 1.11933 0.977038 0.899058 0.870532 0.734279 0.726113 0.713332 0.629432 1.03543 1.27744 0.774926 0.658536 0.625026 0.967404 0.601315
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.089775000000000008 0.09253500000000002 0.17025000000000004 0.062655000000000016 0.40473500000000007 0.40945500000000007 -0.22491999999999998 0.085760000000000017 -0.11171999999999999 0.30112000000000005 -0.0060549999999999988 -0.56176499999999996 -0.38124499999999995 -0.010424999999999999 0.12745000000000004 0.090100000000000013 0.082585000000000006 0.089770000000000016 -0.111605 -0.13455999999999999 0.024790000000000003 0.085110000000000005 -0.070154999999999981 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 9 -5 11 13 -6 15 16 -1 -15 20 -8 -14 -10 -13 -4 -3 23 25 -25 -19 -27 28 -24 -2
right_child=1 2 8 7 10 -7 12 -9 18 -11 -12 19 17 14 -16 -17 -18 22 -20 -21 -22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.0017259728402440712 0.0017338714339283051 0.00071851707041961817 0.00070909094581038889 0.0015145437561729926 0.001461856584428608 0.0010332122386093204 0.00092642592556363423 0.00085516379943913949 0.00027595668509150127 0.0020552736817199906 0.00085673603229237025 0.00059852557206884274 0.0018393696691231223 0.0010287216531527426 0.001628682208524614 0.00039246799107567419 0.0015134876636915002 0.0019301825569300226 -0.00022947731234852233 0.00029438135607293256 0.0011140319351529398 0.0010206092868600045 0.001727890835928006 0.0015255867374841165 0.00089407076658835015 0.0015806489898340665 0.0014337950216665619 0.0019953252489133227 0.0013096046245838046 0.0013636974144001796
leaf_weight=886 50 192 36 34 70 48 22 63 34 59 29 44 45 20 428 22 20 20 20 88 30 34 84 29 20 475 148 20 27 24
leaf_count=886 50 192 36 34 70 48 22 63 34 59 29 44 45 20 428 22 20 20 20 88 30 34 84 29 20 475 148 20 27 24
internal_value=0 0.000808127 0.000708593 0.00160975 0.000922558 0.00163134 0.00164381 0.00108629 0.000454804 0.00170002 0.0012846 0.000544651 0.00155777 0.0016843 0.0016019 0.000767983 0.00120598 0.00157479 8.87589e-05 0.000395763 0.000893155 0.000763965 0.00156032 0.00153719 0.00126783 0.00155772 0.00154576 0.00168251 0.00162615 0.00161381
internal_weight=0 673 599 2448 325 2351 2303 97 274 1393 99 220 910 1334 448 88 42 868 54 132 66 226 823 692 49 643 623 131 111 74
internal_count=3121 673 599 2448 325 2351 2303 97 274 1393 99 220 910 1334 448 88 42 868 54 132 66 226 823 692 49 643 623 131 111 74
is_linear=0
shrinkage=0.00192234


Tree=3124
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 2 1 2 4 14 16 13 1 15 457 1 4 3 10 12 39 47 43 13 0 15 0
split_gain=141.434 21.7789 13.8775 12.0363 6.90243 5.58726 5.48919 4.7661 3.67737 3.58871 3.06419 3.59233 2.71158 2.18682 1.71556 1.66011 1.65403 1.54254 3.49881 1.47048 1.2241 1.01502 0.969205 1.05088 0.946862 0.873614 0.847788 0.84579 0.843133 0.992279
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12865500000000005 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.14753000000000002 0.27834500000000006 0.062655000000000016 -0.061854999999999993 -1.0000000180025095e-35 0.090540000000000023 -0.41942499999999994 0.080930000000000016 0.084525000000000003 -0.0073899999999999999 -0.14847999999999997 -0.38124499999999995 0.095780000000000018 0.089790000000000023 0.10350500000000001 -0.080884999999999985 -1.0000000180025095e-35 -0.030209999999999997 -0.15914499999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 6 10 8 24 12 -5 11 -3 15 -7 -2 28 -12 20 -19 -16 -10 -18 23 -22 -4 -11 -13 -6 -1 -30
right_child=1 5 7 9 27 13 -8 -9 17 25 16 26 -14 -15 19 -17 21 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.002537504225060079 0.0010372222028064322 0.0012994508141504018 0.0021931688019459408 0.0019785078555779986 0.0017556191240436939 0.00088146319222323904 0.0012943138913292997 0.0012562517925923005 0.0023137167175301099 0.0013875000325739588 0.00072562800880675922 0.00057129752761740291 0.0026292764960745281 0.0016702231776332625 0.0018074147111314975 0.0020870669287307267 0.00046425108795469252 0.002176659550491697 0.0012194656746546907 0.0012458369787156256 0.0021595922228700585 -4.7967220787132504e-05 0.0020031544970404145 0.001736055244073969 0.0018641098159174012 0.00092594325686994191 0.00094659957793118263 0.0012581257454326131 0.0019711067157860548 0.0022576766162506019
leaf_weight=35 131 41 72 34 20 20 24 32 89 42 32 86 59 30 20 245 25 32 22 78 420 28 299 21 51 21 27 28 43 1014
leaf_count=35 131 41 72 34 20 20 24 32 89 42 32 86 59 30 20 245 25 32 22 78 420 28 299 21 51 21 27 28 43 1014
internal_value=0 0.00117617 0.00146452 0.00213257 0.00215889 0.000793033 0.00217334 0.00189147 0.0021826 0.00149473 0.000675525 0.000830956 0.00224163 0.00135472 0.00117554 0.00222452 0.000393921 0.00208928 0.00178669 0.00136044 0.00210899 0.000193645 0.00208436 0.00213942 0.00205673 0.00123365 0.000660971 0.00146541 0.00225536 0.00224602
internal_weight=0 673 384 2448 2351 289 2303 155 2279 97 239 154 1396 50 229 1337 85 883 54 98 829 53 740 441 123 63 113 48 1092 1057
internal_count=3121 673 384 2448 2351 289 2303 155 2279 97 239 154 1396 50 229 1337 85 883 54 98 829 53 740 441 123 63 113 48 1092 1057
is_linear=0
shrinkage=0.00184769


Tree=3125
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 159 2 9 2 0 130 42 10 12 150 16 52 52 12 15 52 11 51 41 1456 52 1 1429 484 133
split_gain=4.46413 0.964929 0.577027 0.392424 0.359294 0.33469 0.353116 0.28988 0.430107 0.338211 0.298577 0.317693 0.273102 0.25484 0.32846 0.347502 0.349228 0.320218 0.25938 0.238704 0.234524 0.228231 0.230502 0.327899 0.28556 0.487493 0.358595 0.279636 0.646701 1.26225
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092235000000000025 -0.40873999999999994 0.14753000000000002 -1.0000000180025095e-35 0.10276500000000001 0.024095000000000002 -0.076894999999999977 0.09112000000000002 -0.0026549999999999994 0.080890000000000017 0.083555000000000004 -0.076669999999999988 -0.092399999999999982 0.024145000000000003 0.085885000000000017 -0.089964999999999976 0.056145000000000007 0.080455000000000013 0.081440000000000026 0.075585000000000013 -0.077604999999999993 0.26521500000000003 0.087135000000000004 0.084770000000000012 0.073690000000000019 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 21 -3 7 12 9 -9 -10 -12 -7 14 15 -6 -17 -18 -15 -8 -4 22 23 27 -24 26 -26 -1 -29 -30
right_child=1 2 20 -5 13 6 19 8 10 -11 11 -13 -14 18 -16 16 17 -19 -20 -21 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=0.010119917469798892 0.0098358069307683711 0.010119892847625147 0.00028098617206014542 0.0032133193845734955 0.011233133273257522 0.0046234112358324525 0.0037498265792557267 0.0091968243165659238 -0.0001958805623151173 0.0026712804906824047 0.0064741744942658367 0.0024078640329207122 -0.0020171518904245145 0.014447763188002796 0.0021362049684714758 0.0092037268754072768 0.00053498368042876818 0.0079247325752657867 0.0089911647822297439 -0.0024027885840275849 0.0050291139266290374 0.013706663336289292 0.013342992884778608 0.014375149090864748 0.010013365238883968 0.0010025559253417184 0.0040272427103664387 0.011343479906477895 -0.0054242528320237147 0.010457102898634075
leaf_weight=1253 90 30 83 22 49 44 42 110 24 21 154 59 20 20 25 51 30 23 587 21 32 35 21 38 95 22 29 46 20 25
leaf_count=1253 90 30 83 22 49 44 42 110 24 21 154 59 20 20 25 51 30 23 587 21 32 35 21 38 95 22 29 46 20 25
internal_value=0 0.00526757 0.00462516 0.00947733 0.00953551 0.00528734 0.00499445 0.00547505 0.00598406 0.00815074 0.00478644 0.00534783 0.00254824 0.00871122 0.00714347 0.00796165 0.00642027 0.00374186 0.00917095 0.00169895 0.0016022 0.00994401 0.00985899 0.0100588 0.0082055 0.00746655 0.00861338 0.00993676 0.00741475 0.00339872
internal_weight=0 730 640 2391 2369 525 495 432 368 131 237 213 64 785 178 153 104 53 607 63 115 1584 1549 1382 167 146 124 1344 91 45
internal_count=3121 730 640 2391 2369 525 495 432 368 131 237 213 64 785 178 153 104 53 607 63 115 1584 1549 1382 167 146 124 1344 91 45
is_linear=0
shrinkage=0.0471187


Tree=3126
num_leaves=31
num_cat=0
split_feature=1 52 3 2 15 41 43 1 52 1209 3 4 15 160 4 12 13 1456 2 48 160 3 3 47 43 3 0 157 484 42
split_gain=3.61595 0.782667 0.478201 0.326301 0.333959 0.46175 0.377161 0.320058 0.455673 0.339101 0.33492 0.315772 0.36732 0.47095 0.363827 0.327547 0.297672 0.287226 0.283952 0.258142 0.255188 0.25275 0.248632 0.245018 0.373057 0.299781 0.295275 0.249689 0.32814 0.242192
threshold=0.10312500000000001 -0.42635499999999998 0.31534000000000006 0.13404500000000005 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.094090000000000021 -0.087284999999999988 0.091045000000000001 0.10299500000000002 -0.49013999999999996 -0.0079099999999999986 -1.0000000180025095e-35 -0.0092149999999999992 0.084225000000000008 -0.47860499999999995 -0.049894999999999995 0.14753000000000002 0.081275000000000014 -0.24498999999999996 -0.10115999999999999 -0.047929999999999993 0.077555000000000013 -0.081289999999999987 -0.081234999999999988 -0.10474999999999998 -0.087424999999999989 0.089115000000000014 0.11649000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 4 6 22 -1 9 -9 10 11 21 23 15 -15 -14 -4 -3 20 -10 -19 -8 -6 24 25 27 -25 -13 -29 -26
right_child=1 2 16 -5 5 -7 7 8 19 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 26 29 -27 -28 28 -30 -31
leaf_value=0.0023292926751884483 0.0099266081266827459 0.010638869143665259 0.0033651385355738125 0.0052158239898489984 0.0097997917907568788 0.015591370134595921 0.018044825056377722 0.010918758428899011 0.0072156915253804906 0.0026368819408165906 0.0036403675008786201 0.0065774103748687928 -0.00092591714122111505 0.006052874013564402 0.014599069213477577 0.0067826780972368586 -0.0028237589738804901 0.010722118149227409 0.001683639345408008 0.0016991043278285246 0.0051016016015221696 0.010911403722350865 0.013933259721530904 0.016021960945385057 0.0085191488805389272 0.014109984008016154 0.01048659361287479 0.0099218142521314001 0.016138067380269194 0.0026357460687578974
leaf_weight=23 85 25 58 49 999 41 20 46 48 20 26 50 26 28 26 35 33 23 64 44 442 41 41 32 356 55 141 198 26 20
leaf_count=23 85 25 58 49 999 41 20 46 48 20 26 50 26 28 26 35 33 23 64 44 442 41 41 32 356 55 141 198 26 20
internal_value=0 0.00523424 0.00461587 0.00941737 0.00950527 0.0101762 0.0089301 0.00905273 0.00669114 0.009349 0.0094733 0.00961719 0.00939401 0.00662936 0.0101677 0.00349705 0.00112081 0.00518997 0.00493246 0.00457732 0.00537961 0.0132502 0.00996275 0.00975612 0.00932562 0.010605 0.0115105 0.00990139 0.0106433 0.0082062
internal_weight=0 730 645 2391 2342 1081 1261 1238 138 1100 1080 1054 993 115 54 61 91 554 529 92 465 61 1040 878 705 329 173 274 224 376
internal_count=3121 730 645 2391 2342 1081 1261 1238 138 1100 1080 1054 993 115 54 61 91 554 529 92 465 61 1040 878 705 329 173 274 224 376
is_linear=0
shrinkage=0.0520229


Tree=3127
num_leaves=31
num_cat=0
split_feature=1 52 105 2 51 402 4 51 14 159 15 4 39 0 43 160 4 3 0 3 2 2 12 11 0 3 15 0 0 160
split_gain=2.92892 0.647684 0.424909 0.770317 0.309674 0.307506 0.289467 0.286502 0.330495 0.356534 0.338338 0.524248 0.296283 0.25771 0.424852 0.859145 0.393168 0.382937 0.282049 0.257284 0.251267 0.324977 0.285264 0.214642 0.205305 0.204604 0.195026 0.178943 0.260671 0.208261
threshold=0.10312500000000001 -0.52606999999999993 1.0000000180025095e-35 0.31358000000000003 -0.41109999999999997 0.09388500000000001 0.40124500000000002 -0.12089999999999999 -0.22253999999999999 0.11836500000000001 -0.21699999999999997 0.50996500000000011 0.092205000000000023 -0.068604999999999985 -0.083684999999999996 -0.080719999999999986 -0.42529999999999996 0.092670000000000016 0.051010000000000007 0.10299500000000002 -0.0050599999999999994 0.092235000000000025 0.091545000000000015 1.0000000180025095e-35 0.14486500000000005 -0.10115999999999999 -0.0072999999999999992 -0.23091999999999999 -0.14001499999999997 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 7 13 -6 9 -9 11 -10 -13 17 15 -15 19 23 -18 -16 -12 22 -22 27 25 -17 -19 -1 29 -29
right_child=1 2 -4 -5 5 -7 -8 8 10 -11 20 12 -14 14 16 24 18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.013026870084522574 0.0092131476184150046 0.0086352353772111232 0.011231959524676358 -0.0042799706429167104 0.00016085005520035894 -0.0011015882297228622 0.0024373149260466225 0.010023912545801868 -0.0021387436518403393 0.0028933608712940575 0.0007766084413864978 0.0075929817980131178 0.00011948507011414882 -0.0047717930930615158 0.011889988795126165 0.012113270353286493 0.0075341468172879528 0.0067720482901192551 0.0024623800493399875 0.005872022860915707 0.012988926084820631 0.0042306868602594106 0.0061873791172992378 0.011037240439204656 0.0025041596944665673 0.0059027541531747121 0.00065628299610296531 0.0039092530904664266 0.0085089086790439399 0.0098676885865588634
leaf_weight=21 67 37 20 28 41 29 22 50 51 27 35 36 21 21 78 21 162 32 33 23 21 209 58 83 22 36 22 55 1740 20
leaf_count=21 67 37 20 28 41 29 22 50 51 27 35 36 21 21 78 21 162 32 33 23 21 209 58 83 22 36 22 55 1740 20
internal_value=0 0.00452789 0.00405442 0.00383117 0.00420045 0.00391657 0.00814651 0.00418164 0.00450616 0.00752359 0.00396708 0.00154426 0.00483959 0.00819953 0.00703542 0.00421762 0.00798739 0.00843318 0.00667585 0.0105196 0.00477718 0.00526336 0.00799539 0.00855004 0.00660721 0.00819084 0.00428044 0.0084376 0.0083845 0.00549817
internal_weight=0 730 663 643 615 578 2391 549 508 77 431 108 57 2369 396 100 296 1973 195 101 323 288 79 1919 79 57 54 1836 1815 75
internal_count=3121 730 663 643 615 578 2391 549 508 77 431 108 57 2369 396 100 296 1973 195 101 323 288 79 1919 79 57 54 1836 1815 75
is_linear=0
shrinkage=0.0500028


Tree=3128
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 47 4 14 2 15 4 3 13 47 50 49 0 15 2 1 1 40 15 151 3
split_gain=112.978 14.1927 12.1485 7.19863 5.82628 5.34833 4.61716 3.94178 3.9414 3.59523 2.67497 2.6513 2.24917 2.09115 1.91152 1.57005 1.65849 1.48446 1.40568 1.27033 1.23155 1.21846 1.33799 1.21019 1.1049 1.10184 0.906106 0.901876 0.999068 0.887122
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.091475000000000015 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.077555000000000013 0.033845000000000007 0.076175000000000007 0.11389000000000002 0.13592500000000005 -0.059649999999999988 0.090900000000000009 -1.0000000180025095e-35 0.091680000000000011 0.041865000000000006 -0.085174999999999987 -0.11437499999999999 -0.095244999999999982 0.11411 0.12958500000000003 0.12000500000000001 -0.063404999999999989 -0.41942499999999994 -1.0000000180025095e-35 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 23 8 12 -5 25 24 13 14 21 15 29 -1 -17 26 20 27 -9 22 -4 -2 -10 -3 -11 -7 -29 -8
right_child=1 5 6 7 -6 19 11 18 9 17 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0019593380875134463 0.0017002394645199343 0.00081128177569351264 0.0019696328486381127 0.001877276856242517 0.0008961901862804038 0.00041710030768593072 0.0020619029551526414 0.0014536036775003071 0.0017580165768477155 0.00093548402712590199 0.0022534744913170653 0.0015459398046986221 0.0023895217793321166 0.0010643414105745215 0.0012729614287081278 0.0017173114107090503 0.001141222342702688 0.0010363643667047598 0.0014862143507039978 0.00067305137976553079 0.00093344481183645555 0.0019595772610393244 0.0012696927919441244 0.0011680619383924733 0.0011212352062484213 0.00032067629515418347 0.0005422511258648924 0.00027739094352804511 -0.00030109026584183808 0.0018241143001633145
leaf_weight=71 92 24 21 31 74 29 67 21 22 33 35 156 46 20 23 83 25 70 31 23 105 1170 21 20 20 66 71 22 24 605
leaf_count=71 92 24 21 31 74 29 67 21 22 33 35 156 46 20 23 83 25 70 31 23 105 1170 21 20 20 66 71 22 24 605
internal_value=0 0.000874927 0.00182773 0.00152404 0.00132313 0.000668577 0.00188849 0.00123833 0.000796251 0.000939895 0.00175358 0.00177695 0.00196395 0.00166566 0.0018288 0.00173285 0.00158396 0.000815611 0.00111217 0.000269924 0.00102014 0.0019478 0.00161966 0.00160521 0.00145479 0.000451504 0.000667027 0.000146298 -2.44253e-05 0.00184782
internal_weight=0 590 2531 422 186 404 2109 188 306 216 234 851 1258 199 695 179 108 174 157 98 126 1212 42 112 42 90 104 75 46 672
internal_count=3121 590 2531 422 186 404 2109 188 306 216 234 851 1258 199 695 179 108 174 157 98 126 1212 42 112 42 90 104 75 46 672
is_linear=0
shrinkage=0.00196078


Tree=3129
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 2 4 45 3 4 2 0 484 1446 129 484 403 12 16 43 481 1446 0 4 16 1213 16 1213 4
split_gain=2.88011 0.636107 0.418971 0.466479 0.310762 0.266053 0.253667 0.252859 0.239079 0.283993 0.466606 0.222322 0.329508 0.37329 0.280267 0.270227 0.251272 0.239839 0.535661 0.31149 0.280917 0.223552 0.218617 0.216971 0.19766 0.196511 0.314595 0.451347 0.360168 0.238239
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.40124500000000002 0.15109000000000003 0.42642000000000008 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.08647500000000001 -0.086284999999999987 0.062030000000000009 0.086940000000000003 -0.048309999999999992 0.088860000000000008 -0.015394999999999997 0.083815000000000014 -0.078464999999999993 -0.0092949999999999994 -0.085629999999999984 0.11483500000000001 -0.11437499999999999 -0.37944499999999992 -0.069144999999999984 -0.0068949999999999992 -0.089669999999999986 -0.088309999999999986 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 24 -4 6 8 23 9 11 -11 12 17 14 21 -13 -15 18 -1 20 -20 -14 -17 -2 -3 26 28 -28 -19 -27
right_child=1 2 4 -5 -6 -7 -8 -9 -10 10 -12 15 13 16 -16 22 -18 25 19 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.01304431615501974 0.0023168387101914485 0.0075361225342879768 -0.0044508126816981686 0.010476566936517025 0.0017559872811279895 0.0023083674020266515 0.002356422394101229 0.0031010510363261752 0.011674941909139258 0.0073031057492268583 0.00082072918197903825 0.0022614547519293265 0.0027375040831786848 -6.3971160826284054e-05 0.012049157932634377 0.0071914109137975364 0.0068770088182150838 0.010898872117531341 0.010477158733414982 0.00074225026575351703 0.0042895119526329961 0.0075161863962153455 0.0025311791415791006 0.0071947797688403353 0.0031085654379634205 0.011698063139713583 0.010653915303058032 0.018191006718187797 0.0029988281534861286 0.0072865484102373236
leaf_weight=24 21 22 21 20 78 22 21 52 26 62 36 24 21 23 27 1228 20 29 27 22 34 458 21 171 345 33 88 20 20 105
leaf_count=24 21 22 21 20 78 22 21 52 26 62 36 24 21 23 27 1228 20 29 27 22 34 458 21 171 345 33 88 20 20 105
internal_value=0 0.00401575 0.00306848 0.00374104 0.000439393 0.00726582 0.00731186 0.00590252 0.00735618 0.00730783 0.00492182 0.00741296 0.00793685 0.00721548 0.00755974 0.00702159 0.00316439 0.00892202 0.00708523 0.00536212 0.00702831 0.00730668 0.00711306 0.00666125 0.00337398 0.00958824 0.0106841 0.0120497 0.00767436 0.00834148
internal_weight=0 730 486 387 99 2391 2369 244 2348 2322 98 2224 951 549 506 1273 43 402 107 83 61 479 1249 192 367 295 157 108 49 138
internal_count=3121 730 486 387 99 2391 2369 244 2348 2322 98 2224 951 549 506 1273 43 402 107 83 61 479 1249 192 367 295 157 108 49 138
is_linear=0
shrinkage=0.045289


Tree=3130
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 0 4 2 2 0 14 15 52 4 15 0 15 50 2 1 1 52 0 16 48 0
split_gain=57.4406 7.08016 6.07889 3.58911 3.50811 2.94043 2.40274 2.19299 1.76792 1.63688 1.49804 1.4482 1.15107 1.25022 1.09031 0.946049 0.900492 0.880884 1.56431 0.845947 0.868567 0.823712 0.801707 0.727718 0.669724 0.66778 0.620669 0.574416 0.573827 0.479115
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.090455000000000021 -0.025214999999999998 -0.17966999999999997 -0.23194499999999998 0.033845000000000007 0.11177500000000001 0.10444500000000002 -0.074479999999999977 0.076175000000000007 0.13592500000000005 0.056145000000000007 -0.059649999999999988 -0.03241999999999999 -0.11173999999999999 -0.095244999999999982 0.11266000000000001 0.099185000000000009 0.122715 0.12656000000000003 -0.065544999999999978 -0.097024999999999986 -0.008904999999999998 0.085130000000000025 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 9 7 14 24 -6 -1 15 -9 13 28 19 26 -7 22 -19 20 -4 27 -11 -2 -3 -14 -8 -13 -10 -26
right_child=1 5 6 -5 8 16 10 11 12 17 -12 21 25 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0019192319690299953 0.0014012612768164081 0.00069758579524021615 0.001587741719376874 0.00076409318341169672 0.0014999793079582525 0.00019438305205776387 0.0017158866850202467 0.0012134944814220774 0.0013761151665908798 0.0016478595633815077 0.0012544895817537607 0.00081665662463634571 0.00051632214084760587 0.00080820526393797455 0.0018390209542485058 0.0010701331058691615 0.0005948709428109162 0.0013867530567775919 0.00084049543768519605 0.0015487235578087158 0.0010848655904292695 0.0011265504710978218 0.0011961638559728736 0.0010475227842511778 0.00034455662187811789 0.00093146949206141449 0.0014537385228465885 0.00049679469005369436 0.0010721896663123253 0.00065442731742806307
leaf_weight=22 83 80 22 74 31 59 35 39 48 53 169 59 21 36 46 23 32 76 26 1065 30 21 20 29 54 45 719 32 44 28
leaf_count=22 83 80 22 74 31 59 35 39 48 53 169 59 21 36 46 23 32 76 26 1065 30 21 20 29 54 45 719 32 44 28
internal_value=0 0.000782256 0.00144832 0.00109261 0.00123771 0.00063937 0.00149046 0.000727798 0.0010737 0.00142502 0.00141852 0.000894464 0.00100559 0.00111192 0.00154898 0.00145419 0.000335214 0.00136289 0.00124751 0.00153703 0.00129762 0.000783373 0.00152411 0.00130967 0.00057245 0.000799377 0.00146591 0.000704178 0.00123076 0.000450366
internal_weight=0 590 2531 186 422 404 2109 313 225 197 946 151 194 128 1163 777 91 175 102 1117 52 112 73 112 162 66 754 91 92 82
internal_count=3121 590 2531 186 422 404 2109 313 225 197 946 151 194 128 1163 777 91 175 102 1117 52 112 73 112 162 66 754 91 92 82
is_linear=0
shrinkage=0.00192234


Tree=3131
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 2 2 4 14 34 12 52 1 0 15 47 124 13 14 16 3 0 12 16 3
split_gain=51.4401 6.25956 5.51008 3.44937 3.43756 2.46388 2.38477 2.03444 1.75519 1.50552 1.50275 1.14611 1.10278 1.02324 0.954366 0.912145 0.876832 0.941834 0.841067 1.09661 0.81895 0.719991 0.681443 0.598771 0.589596 0.601423 0.583373 0.545283 0.521661 0.577577
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.091475000000000015 -0.16363499999999997 0.40124500000000002 -0.061854999999999993 0.11389000000000002 0.13754500000000003 0.033845000000000007 0.076175000000000007 -1.0000000180025095e-35 0.13597000000000004 1.0000000180025095e-35 0.10089500000000001 -0.11437499999999999 -0.095244999999999982 0.077555000000000013 -0.072314999999999977 -1.0000000180025095e-35 0.062655000000000016 0.10994000000000002 0.092670000000000016 -0.11242999999999999 0.093965000000000007 -0.066924999999999985 -0.20241999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 11 13 -6 27 -7 20 14 15 18 -3 26 17 21 19 -4 23 -9 -16 24 25 -1 -8 -5 -28 -30
right_child=1 5 6 8 7 9 12 16 -10 -11 -12 -13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0011086450325185401 0.00060287351625676528 0.00017244369727985868 0.0013164900972987854 0.0013923731045519887 0.0012478626164911584 0.00041442544343066182 0.0015186853139832973 0.00061175120273004326 0.00061572801402686112 0.00093514391668039591 0.00068005413134397306 0.0001308602738691176 0.0010120914591865643 0.0015603670890835632 0.00038253916709765499 0.00086023733668865094 0.001059497591489545 0.00051675413778036244 0.001283402500221895 0.00070742913209774624 0.0014703532359094252 0.0010226378992468845 0.0007526321966331588 0.0014545875385474066 0.0013133802542280714 0.00077000740370576171 0.0012502839016953608 0.0010599637251860329 0.001344708050487399 0.001113824708966507
leaf_weight=98 178 40 21 24 31 41 20 28 29 38 22 102 156 46 43 29 23 73 1170 21 33 33 30 20 38 23 295 65 44 307
leaf_count=98 178 40 21 24 31 41 20 28 29 38 22 102 156 46 43 29 23 73 1170 21 33 33 30 20 38 23 295 65 44 307
internal_value=0 0.000575056 0.00119301 0.000768521 0.000996426 0.000380274 0.00123234 0.000806656 0.0010184 0.000664898 0.00114889 0.000275691 0.00115529 0.00128447 0.000406424 0.00118743 0.000719539 0.000661188 0.001274 0.00101196 0.00119754 0.000834034 0.000534632 0.00114725 0.00110859 0.00104428 0.00120168 0.0011496 0.00119187 0.00114277
internal_weight=0 590 2531 296 422 294 2109 188 118 79 234 215 851 1258 113 695 157 134 1212 42 212 61 73 179 159 121 666 89 646 351
internal_count=3121 590 2531 296 422 294 2109 188 118 79 234 215 851 1258 113 695 157 134 1212 42 212 61 73 179 159 121 666 89 646 351
is_linear=0
shrinkage=0.00188464


Tree=3132
num_leaves=31
num_cat=0
split_feature=1 12 15 3 1 39 4 3 12 480 4 51 42 481 15 48 43 3 2 12 2 52 475 39 15 49 49 2 1 402
split_gain=2.99574 0.512499 0.489939 0.44987 0.3838 0.374225 0.299881 0.264402 0.238698 0.4003 0.254101 0.297167 0.276037 0.243374 0.233764 0.227599 0.330746 0.285866 0.212255 0.209031 0.28873 0.204623 0.218832 0.208844 0.284117 0.200809 0.198917 0.300165 0.641175 0.276467
threshold=0.11146500000000002 0.051320000000000005 0.035560000000000008 0.31299000000000005 0.08864000000000001 0.087735000000000021 -0.036839999999999991 -0.087909999999999988 0.090455000000000021 -1.0000000180025095e-35 0.033845000000000007 0.14431500000000003 -0.14723999999999998 -0.077669999999999989 -0.12255999999999999 -0.035774999999999994 -0.04890499999999999 0.11924500000000002 0.14122000000000004 -0.42850999999999995 0.15950500000000004 0.096795000000000006 -0.029109999999999997 0.10166000000000001 -1.0000000180025095e-35 0.12595000000000003 0.085970000000000005 0.084855000000000014 0.086105000000000015 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 14 6 -2 -6 26 -10 11 12 -11 -14 -1 -9 -17 -18 -8 -5 -21 22 -16 24 -24 -15 27 -3 29 -29
right_child=3 8 -4 19 7 -7 18 15 9 10 -12 -13 13 25 21 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.011009917922843041 0.0086830061090971966 0.008618650425193039 0.010191664755617554 0.0038587328817054961 -0.00070971473044519518 0.0023904622423304577 0.0050785086069110048 0.001101119755227516 0.00067605713685747098 0.012676058652879484 0.0055710159751674385 0.0030811571908894056 0.012216422298096037 0.0075169987744242812 0.0032411013939127346 0.0032989571300031276 0.0081314238652958858 0.0023529000486573037 0.00069940370984194024 0.0013491211883266262 -0.0047897921315342455 0.0022123902379888307 0.0068449920004220099 0.0039444000847321499 0.012331690276420686 0.003120388187080192 0.0093201534239892008 0.0070118529379310374 7.7728170543840184e-05 0.010433122934455242
leaf_weight=26 43 428 49 34 20 152 179 31 20 22 171 30 22 677 25 94 87 22 26 55 22 21 49 21 32 22 190 471 26 54
leaf_count=26 43 428 49 34 20 152 179 31 20 22 171 30 22 677 25 94 87 22 26 55 22 21 49 21 32 22 190 471 26 54
internal_value=0 0.00724396 0.00590195 0.00345202 0.00541083 0.00415989 0.00524438 0.00428835 0.00754407 0.00701648 0.00715082 0.00750029 0.00767872 0.00752624 0.00704941 0.00471553 0.00526749 0.00696512 0.00452311 0.00090111 -0.000404854 0.00635364 0.00703841 0.00796913 0.00901258 0.00737862 0.00797913 0.00771887 0.00701995 0.00736375
internal_weight=0 2610 477 511 428 400 248 254 2133 964 944 773 743 721 174 234 203 109 205 111 77 148 127 102 81 699 1169 979 551 525
internal_count=3121 2610 477 511 428 400 248 254 2133 964 944 773 743 721 174 234 203 109 205 111 77 148 127 102 81 699 1169 979 551 525
is_linear=0
shrinkage=0.045289


Tree=3133
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 159 2 1 2 2 4 1 52 1 2 131 2 47 3 51 51 1 1 12 11 131 16
split_gain=70.009 10.9551 6.68009 5.80746 4.00461 3.69257 2.5815 2.1455 2.13209 1.85255 1.81161 1.76071 1.41234 1.65907 1.00314 0.947564 0.954213 1.22291 0.876307 0.758581 0.667625 0.658381 0.569054 0.548124 0.60198 0.537896 0.530428 0.516184 0.509824 0.452904
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 0.092845000000000025 0.089775000000000008 0.14285500000000004 0.40945500000000007 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.086835000000000009 0.31358000000000003 0.090100000000000013 0.0068900000000000012 0.11144500000000002 -0.085989999999999997 0.11669000000000002 0.11588000000000001 0.096990000000000007 1.0000000180025095e-35 0.09031500000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 6 7 11 -4 25 -5 14 13 21 22 -13 26 -18 19 -14 23 -10 -1 -3 29 -6 -17 -9 -2 -25
right_child=1 2 8 10 9 -7 -8 27 12 -11 -12 15 18 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016855544730919789 0.001696021543020437 0.0004900872810293859 0.0010887683595377576 0.0014531495348685118 0.0015911371745695765 0.0010632260268085387 0.00097299358880549081 0.0016883819626242506 0.00064368818544180081 0.00081149881597662309 0.00090148959941918551 0.0018160044549597116 0.00033834323137975017 0.00047317053505168576 0.0015392594468169041 0.0015815026927086405 0.0009335264627077797 0.0014893173398794952 0.00067194351119631752 -0.00010082089798707588 0.0010794134060782407 0.0011061250047658729 0.0014023329530443462 0.0010490884471852867 0.0006120366174843481 0.0012583285499313227 0.0014721253552217018 0.0020237300695936664 0.0013519192279553879 0.00080262970818887008
leaf_weight=1053 49 22 26 37 43 48 24 25 20 23 60 45 62 95 245 495 23 45 22 20 34 29 28 43 41 33 260 60 25 86
leaf_count=1053 49 22 26 37 43 48 24 25 20 23 60 45 62 95 245 495 23 45 22 20 34 29 28 43 41 33 260 60 25 86
internal_value=0 0.000868021 0.000780092 0.00158209 0.000970217 0.00160149 0.00161271 0.00161944 0.000554577 0.00129907 0.00111192 0.0016076 0.000498573 0.000624324 0.00165254 0.00153895 0.0015238 0.00130133 0.000324458 0.00023123 0.000826161 0.000917375 0.00167822 0.000781314 0.000819003 0.00144663 0.00154384 0.0019251 0.00157977 0.000884783
internal_weight=0 673 599 2448 325 2351 2303 2279 274 99 97 2194 248 144 1326 868 823 68 104 82 226 49 1081 192 170 76 755 85 74 129
internal_count=3121 673 599 2448 325 2351 2303 2279 274 99 97 2194 248 144 1326 868 823 68 104 82 226 49 1081 192 170 76 755 85 74 129
is_linear=0
shrinkage=0.00196078


Tree=3134
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 0 1 4 16 47 150 1 48 1 51 43 16 15 13 0 160 160 48 47
split_gain=79.2474 12.209 8.2258 6.81643 5.0624 4.47225 2.74278 2.30588 2.15475 2.12967 1.82948 1.71949 1.84015 1.3443 1.33076 1.08936 1.01269 1.26821 0.944853 0.939997 0.92437 0.868298 0.864956 0.83943 0.831315 0.819124 0.848545 0.792007 0.773735 0.759795
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.13501500000000002 0.077845000000000011 0.17025000000000004 -0.10151999999999999 0.085345000000000018 0.0061450000000000003 -0.52595999999999987 0.081320000000000017 0.081835000000000019 0.075045000000000014 0.081805000000000017 0.11669000000000002 -0.085989999999999997 -0.080324999999999994 -0.059624999999999991 -0.095869999999999983 -0.004174999999999999 -0.07929499999999999 -0.081069999999999989 0.0030550000000000004 0.12933000000000003 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 -6 14 -5 24 12 18 25 -7 16 17 27 22 20 -3 -11 -1 -14 -4 -13 -27 -16 -21 -22
right_child=1 2 10 9 7 8 -8 -9 -10 21 -12 13 23 -15 15 -17 -18 -19 -20 28 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00163191980825376 0.001553625588545284 0.00045552093181895181 0.00039049947026600641 0.0015095539128426967 0.0013773537669183177 0.00099878118929764594 0.0020044760293319447 0.00081172887292472258 0.001048913100090078 0.0010187339664428274 5.6921468697362794e-05 0.0016749671369012981 0.0014099912486876488 0.0013960937108720367 0.0013937645090148798 0.0018418633009809611 0.0010672499481892629 0.0016919839403007801 0.001925039780066592 0.00055120876595888429 0.00082845392349242277 0.00054342539100888038 0.0011577353453514389 0.0009647927657475768 0.0007325292138324409 0.0013007792403391385 0.0016016408154162416 0.0016002612845098206 0.00093125921054503923 0.0012160971429248327
leaf_weight=44 74 21 85 28 84 21 70 39 48 49 49 1095 29 82 300 31 22 92 24 113 124 20 21 34 38 39 310 89 24 22
leaf_count=44 74 21 85 28 84 21 70 39 48 49 49 1095 29 82 300 31 22 92 24 113 124 20 21 34 38 39 310 89 24 22
internal_value=0 0.000816978 0.000725973 0.00156181 0.000868947 0.00158241 0.00163165 0.00119801 0.00143966 0.00106241 0.000371033 0.0016161 0.00142112 0.00163552 0.00147345 0.00149212 0.00147057 0.00148901 0.00159908 0.000735806 0.000832625 0.000880963 0.00147872 0.00116973 0.000496167 0.00164912 0.00156802 0.00144101 0.000617787 0.000886866
internal_weight=0 673 599 2448 427 2351 1748 123 603 97 172 1678 152 1526 555 534 503 481 89 304 167 69 65 63 123 1444 349 389 137 146
internal_count=3121 673 599 2448 427 2351 1748 123 603 97 172 1678 152 1526 555 534 503 481 89 304 167 69 65 63 123 1444 349 389 137 146
is_linear=0
shrinkage=0.00192234


Tree=3135
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 2 2 4 1 15 10 52 47 1 2 13 12 52 1 3 131 51 4 48
split_gain=69.2778 11.122 6.88073 6.07197 4.09137 3.75943 2.97796 2.59677 2.22082 2.16302 1.93406 1.62704 1.36177 1.34465 1.00019 0.930039 0.817937 0.779989 0.777658 0.710283 1.48546 0.634058 0.608017 0.599529 0.57753 0.52277 0.508836 0.507465 0.474639 0.531071
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.11474000000000002 0.089775000000000008 0.14753000000000002 0.27834500000000006 0.090540000000000023 -0.41942499999999994 -0.38124499999999995 -0.56176499999999996 0.090100000000000013 0.089770000000000016 0.097845000000000015 -1.0000000180025095e-35 0.096990000000000007 -0.16675999999999999 0.11588000000000001 1.0000000180025095e-35 0.091440000000000007 0.11144500000000002 0.038415000000000012 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 6 7 11 -5 12 24 14 13 -4 27 -14 -17 -13 25 22 -21 -15 28 -9 -6 -3 -2 -1 29 -19
right_child=1 2 9 8 10 -7 -8 23 -10 -11 -12 17 15 21 -16 16 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001595113722515596 0.0016106505250915275 0.00060599750141875411 0.00083453645181789525 0.0014018350790887294 0.0015144558480012494 0.00098263791436574151 0.00087928434624720195 0.0015721936444853966 0.00080671206760173791 0.00094051745623720175 0.0007638877737895127 0.0016998170525029379 0.00049099013119290036 0.00034373285020094005 0.0014522884405477044 0.00033561570404447625 -0.0001351884346635322 0.0015689357648580708 0.0010291037810533114 0.00085702275170564004 0.0014553552131746847 0.00068141055883164472 0.0013843958494592654 0.0019527968188142743 0.0011780381177698427 0.00080992905115508595 0.0012498492004778786 0.001332901977606213 0.001408056730208297 0.0013547910154667875
leaf_weight=1053 52 96 40 37 44 48 26 20 62 34 26 46 32 86 245 25 30 297 32 23 46 27 260 65 33 90 20 28 148 50
leaf_count=1053 52 96 40 37 44 48 26 20 62 34 26 46 32 86 245 25 30 297 32 23 46 27 260 65 33 90 20 28 148 50
internal_value=0 0.000796834 0.000710483 0.00149551 0.000901474 0.00151511 0.00152619 0.00153356 0.00102913 0.000486732 0.00121721 0.0015208 0.000422446 0.000531638 0.00156319 0.000230419 7.88134e-05 0.0014562 0.000752297 0.00144261 0.00125591 0.000424417 0.00145967 0.00186324 0.00137028 0.000704674 0.00151043 0.00158832 0.0014992 0.00153808
internal_weight=0 667 595 2454 321 2355 2307 2281 99 274 103 2196 240 153 1326 87 55 870 218 824 69 113 755 85 77 186 72 1081 495 347
internal_count=3121 667 595 2454 321 2355 2307 2281 99 274 103 2196 240 153 1326 87 55 870 218 824 69 113 755 85 77 186 72 1081 495 347
is_linear=0
shrinkage=0.00192234


Tree=3136
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 15 4 4 0 2 159 14 0 42 15 0 15 43 1 4 15 2 1429 49 2 16 3
split_gain=64.0182 7.71939 6.92783 5.3711 4.38101 2.86725 2.56654 2.3252 1.98388 1.30976 1.21952 1.35379 1.44636 1.2108 1.17457 1.10912 0.985336 0.862984 0.828551 1.06659 0.78667 0.771736 0.67699 1.58928 1.02818 0.648763 0.635177 0.577874 0.574434 0.637724
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.091475000000000015 0.14285500000000004 0.024640000000000006 0.033845000000000007 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 0.078675000000000009 0.076175000000000007 -0.23194499999999998 -1.0000000180025095e-35 0.13592500000000005 -0.11437499999999999 -0.095244999999999982 -0.065269999999999981 0.15471500000000002 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.015219999999999999 -0.00064499999999999985 0.11177500000000001 -0.073849999999999985 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 15 -3 14 13 10 17 -6 12 26 16 18 -1 -5 28 19 -4 -18 -7 24 -24 -17 -2 -12 -22 -8 -30
right_child=1 5 6 7 8 21 9 -9 -10 -11 11 -13 -14 -15 -16 22 20 -19 -20 -21 27 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019455446969591571 0.0017018356743980856 0.00080631076441052107 0.0016787729927805627 0.0014582209468207885 0.0015186073733311073 0.00048848113262027178 0.0016357831021012457 0.00045805139190711598 0.0017040006051154809 0.001346777090165987 0.0011316920207091179 0.00063885704656831588 0.00093915924523780019 0.0006883902238488869 0.0019561059604647417 0.0017655394560665367 0.00072026500321592209 0.0011721129396585755 0.0016466066055284671 0.0010538400019528596 0.0013581743300316786 0.00015628871604466305 0.0015184159661903668 0.00095680441488237944 0.0012437775281860547 0.0013235892725710163 0.0015319138210193783 0.00096812210493154975 0.0016966381037206042 0.0014846555740292671
leaf_weight=22 22 133 21 21 21 116 238 44 21 156 31 30 92 43 46 53 29 23 1170 21 23 35 76 26 20 84 30 40 64 370
leaf_count=22 22 133 21 21 21 116 238 44 21 156 31 30 92 43 46 53 29 23 1170 21 23 35 76 26 20 84 30 40 64 370
internal_value=0 0.000829192 0.00154642 0.00104526 0.00131709 0.000596385 0.00159231 0.000856141 0.00113015 0.00150914 0.00107107 0.00101972 0.0010944 0.000968423 0.00164857 0.0015306 0.00107498 0.00154559 0.00163689 0.00136631 0.000987506 0.000411483 0.00147843 0.00137526 0.00162259 0.00140209 0.00132852 0.00111052 0.00155837 0.00151592
internal_weight=0 590 2531 306 422 284 2109 200 225 851 204 183 153 156 1258 197 113 695 1212 42 92 151 175 102 73 106 61 63 672 434
internal_count=3121 590 2531 306 422 284 2109 200 225 851 204 183 153 156 1258 197 113 695 1212 42 92 151 175 102 73 106 61 63 672 434
is_linear=0
shrinkage=0.00196078


Tree=3137
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 47 1 14 11 1 457 1 3 13 12 11 2 12 1 51 13 0 47 3 1 1
split_gain=106.418 16.6072 10.4189 9.19951 6.66224 5.56402 4.58831 3.48662 2.76899 2.66477 2.50189 2.21846 1.49037 1.66281 2.10966 1.25958 1.03142 1.14902 1.10644 0.987661 0.979219 0.947891 0.839449 0.80746 0.774309 0.745607 0.678034 0.710565 0.672331 0.668826
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.13082500000000002 0.092845000000000025 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.087135000000000004 -0.11171999999999999 0.14871000000000004 0.095780000000000018 0.095165000000000013 0.17025000000000004 0.082480000000000012 0.11669000000000002 -0.085989999999999997 -0.016469999999999995 -0.026509999999999995 0.078345000000000012 0.0041950000000000008 0.11453000000000001 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 8 28 11 20 -5 15 13 16 -15 -1 17 -10 -18 -14 24 -17 23 -3 -4 -7 27 -25 -6 -22
right_child=1 2 9 10 7 25 -8 -9 12 -11 -12 -13 19 14 -16 21 18 -19 -20 -21 29 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0017739231965652621 0.0016477566853794114 0.00043355801826874677 0.00021726563318994363 0.0014647153537552327 0.0016792535030643603 0.001288350444452552 0.0008530335437101109 0.00075078818080795927 0.0010557784949189789 0.00093207990015644368 0.00082913117716476787 0.0021160614020225088 0.0019770613376449693 0.0015396927498008035 0.00079043621837048494 0.001403121528265367 0.0016971646367650597 0.0016446436005694031 0.0015405806853125276 0.0014867325954680626 0.00019033872200753557 0.001681224880946142 0.00057407899120487328 0.00064251027643024827 0.00053959293452314299 0.00080750293727176756 0.0011477321989185629 0.00093261454762003169 0.00132241799126951 -0.000263493729741676
leaf_weight=934 74 21 80 37 32 22 24 37 25 23 60 59 63 41 21 52 406 24 283 20 30 351 117 65 42 26 22 60 50 20
leaf_count=934 74 21 80 37 32 22 24 37 25 23 60 59 63 41 21 52 406 24 283 20 30 351 117 65 42 26 22 60 50 20
internal_value=0 0.00078861 0.000682472 0.00165173 0.00085861 0.00167567 0.00168917 0.00124064 0.00169797 0.00031755 0.00107157 0.00175126 0.00161372 0.00158828 0.00128591 0.00173517 0.00161368 0.0013442 0.00163285 0.00185891 0.000235375 0.00164534 0.000699095 0.00078616 0.000328231 0.00102789 0.000836532 0.00078176 0.00146167 8.80574e-06
internal_weight=0 673 599 2448 404 2351 2303 119 2279 195 97 1396 883 800 62 1337 738 49 689 83 172 403 285 168 122 48 147 125 82 50
internal_count=3121 673 599 2448 404 2351 2303 119 2279 195 97 1396 883 800 62 1337 738 49 689 83 172 403 285 168 122 48 147 125 82 50
is_linear=0
shrinkage=0.00192234


Tree=3138
num_leaves=31
num_cat=0
split_feature=1 12 3 15 1 39 2 12 480 4 0 12 12 4 15 42 3 48 0 3 15 51 47 52 157 11 0 15 16 52
split_gain=4.58089 0.786262 0.591365 0.523385 0.533023 0.453333 0.442183 0.305396 0.335569 0.284026 0.282728 0.28397 0.280259 0.264323 0.342659 0.25613 0.268389 0.479009 0.416177 0.367192 0.250569 0.25054 0.249984 0.253171 0.297528 0.218865 0.475938 0.321201 0.352579 0.216051
threshold=0.11146500000000002 0.051320000000000005 0.31534000000000006 0.035560000000000008 0.08864000000000001 0.087735000000000021 1.0000000180025095e-35 0.090455000000000021 -1.0000000180025095e-35 0.033845000000000007 -0.097024999999999986 0.13597000000000004 -0.42850999999999995 -0.031404999999999995 -0.0088349999999999974 0.091545000000000015 -0.0063699999999999989 -0.0046349999999999994 -0.067094999999999988 0.11924500000000002 -0.085319999999999993 0.087505000000000013 0.077555000000000013 0.096795000000000006 -0.077809999999999976 1.0000000180025095e-35 -0.11437499999999999 0.040760000000000005 -0.10850999999999998 -0.0080349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 22 6 -2 25 -9 10 -10 -12 -4 -8 -15 16 18 -18 -6 20 21 -19 23 24 -1 26 -3 29 -29 -27
right_child=2 7 12 -5 15 -7 13 8 9 -11 11 -13 -14 14 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0042872777591264509 0.0090668334022159756 0.0043586913598429597 0.0044952040140089355 0.012703294431265657 0.0067677233310509564 0.0032521962646310061 0.009538365901249294 0.0031760359599606108 0.014174279975085864 0.007784976147140063 0.0099631870870002578 0.0046474393591890593 -0.0011665114804823888 0.0051556793728994629 -0.0017835032277091604 0.0013129163190138138 0.0018298945188139457 0.011055980650187903 -0.00022742441166304176 0.0035511239099140124 0.014463262467139847 0.0043634438068166203 0.013981111479097714 0.003551717463695299 0.01054692085303389 0.013132381818283499 0.010620791119953751 0.011879730958957006 0.020779473270319065 0.0062965147172691733
leaf_weight=22 106 30 34 49 60 152 26 20 37 171 711 25 55 118 20 26 26 41 31 22 28 20 25 20 107 25 1051 23 20 20
leaf_count=22 106 30 34 49 60 152 26 20 37 171 711 25 55 118 20 26 26 41 31 22 28 20 25 20 107 25 1051 23 20 20
internal_value=0 0.00970335 0.00462778 0.00790409 0.00735465 0.00539364 0.00659919 0.0101057 0.00945976 0.00959289 0.00999283 0.00978263 0.000996391 0.00500425 0.00415 0.00592278 0.00644847 0.00781925 0.00438476 0.00922216 0.010624 0.00886171 0.00944484 0.00868372 0.00947938 0.0106384 0.010447 0.0129894 0.0160191 0.0100942
internal_weight=0 2610 511 477 428 422 270 2133 964 944 773 736 89 164 138 254 228 137 91 111 89 61 174 149 129 1169 1081 88 43 45
internal_count=3121 2610 511 477 428 422 270 2133 964 944 773 736 89 164 138 254 228 137 91 111 89 61 174 149 129 1169 1081 88 43 45
is_linear=0
shrinkage=0.0490223


Tree=3139
num_leaves=31
num_cat=0
split_feature=1 12 52 1 15 1 123 43 4 4 49 1 4 16 12 131 16 13 13 12 3 48 376 43 0 3 15 16 15 160
split_gain=3.71052 0.636872 0.500265 0.499509 0.423942 0.431748 0.293379 0.31619 0.339452 0.321676 0.321643 0.32133 0.299136 0.292563 0.264507 0.222292 0.222238 0.218247 0.257095 0.236017 0.212691 0.377756 0.304718 0.348288 0.325477 0.278533 0.20464 0.200575 0.440961 0.181383
threshold=0.11146500000000002 0.051320000000000005 -0.26636999999999994 0.14860500000000001 0.035560000000000008 0.08864000000000001 0.12067000000000001 0.084740000000000024 -0.010655 0.056795000000000005 -0.063424999999999981 0.13146500000000003 0.27287000000000006 -0.079109999999999986 0.099815000000000015 0.085335000000000008 -0.11118499999999999 1.0000000180025095e-35 -0.072309999999999985 -0.093619999999999995 -0.0063699999999999989 -0.035774999999999994 0.084195000000000006 -0.088249999999999981 -0.07384499999999998 0.11924500000000002 -0.11713499999999999 0.15273500000000004 -1.0000000180025095e-35 0.058535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 26 7 8 10 13 -4 -9 -11 -10 -3 20 -5 18 19 -14 22 -22 23 -7 -25 29 -1 28 -28 -23
right_child=2 14 3 16 -6 15 -8 11 9 12 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.011325966875665162 0.0083002002947807248 0.0086217382402798137 0.0029941829301772102 0.0020736957251454402 0.010562292458396285 0.0067483799086398887 -0.0013666301542004152 0.011744576720869888 0.0030086403397057292 0.0067798471129633412 0.0096047360426998775 0.0038128574126513556 0.0058957263430684352 -0.0044809468589410324 0.0072423188282941583 0.00077696607493055929 -0.0033748381559320696 -0.00054768192852973872 0.0057449624477388045 0.00052398915728156601 0.0015214856920961748 0.010186983962718424 0.0078638848558784114 0.0034824479003629748 -0.004400103462062448 0.002850560286433382 0.0081151495862597303 0.0093776629835884903 0.0014816717638464567 0.0060944742674756049
leaf_weight=29 47 1794 26 34 49 21 20 22 23 53 36 20 23 20 339 24 28 31 66 62 26 58 25 22 21 21 61 53 31 36
leaf_count=29 47 1794 26 34 49 21 20 22 23 53 36 20 23 20 339 24 28 31 66 62 26 58 25 22 21 21 61 53 31 36
internal_value=0 0.00806795 0.00384782 0.00339682 0.00657194 0.0061151 0.00398038 0.00426033 0.00380238 0.00312658 0.00683257 0.00796757 0.00378558 -0.000474889 0.00840251 0.00492456 -0.000386932 0.00291362 0.00362422 0.00197752 0.00535735 0.00645154 0.00362387 0.00196762 -0.00036717 0.00756616 0.00785302 0.00715843 0.00587996 0.00861964
internal_weight=0 2610 511 464 477 428 402 382 340 278 62 42 235 43 2133 254 62 182 151 85 230 141 89 64 43 115 174 145 92 94
internal_count=3121 2610 511 464 477 428 402 382 340 278 62 42 235 43 2133 254 62 182 151 85 230 141 89 64 43 115 174 145 92 94
is_linear=0
shrinkage=0.045289


Tree=3140
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 10 34 2 2 43 48 3 0 15 4 39 3 3 4 4 2 15 52 14 147 4 14 4 16 16
split_gain=3.03042 0.709272 0.414448 0.411306 0.447525 0.401882 0.389865 0.410743 0.385783 0.383594 0.410381 0.323195 0.303782 0.385625 0.298807 0.290134 0.257044 0.234694 0.371469 0.332311 0.263096 0.287076 0.365659 0.284397 0.214414 0.200482 0.196039 0.280392 0.287919 0.192423
threshold=0.11690500000000002 0.051320000000000005 -0.096099999999999977 0.078320000000000015 -0.078139999999999973 -1.0000000180025095e-35 -0.021334999999999996 0.11870500000000002 -0.15339499999999998 -0.095049999999999982 0.083685000000000009 0.12178000000000001 0.0059850000000000016 -0.090644999999999989 0.053180000000000012 0.089130000000000015 -0.11171999999999999 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.082275000000000015 0.040760000000000005 -0.07167999999999998 0.077685000000000018 0.091170000000000015 -0.0083799999999999986 -0.42495999999999995 -0.059649999999999988 0.033715000000000009 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 12 -7 8 -8 15 -11 16 13 -2 17 -4 -6 20 19 -19 -3 22 -22 -23 -18 -13 -9 -28 -29 -16
right_child=5 14 3 -5 11 6 7 26 -10 10 -12 25 -14 -15 29 -17 24 18 -20 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00026182528851059961 0.0045729753403219104 0.014184479728164189 0.0099211621207276335 0.011831829686803422 0.0025772983660700211 -0.0021431345518596965 0.00179756312183338 0.0061327070779337647 0.0084630284529828032 -0.0013872330613818584 0.0047644800299874073 0.00047636060589295587 -0.0048978620995500568 -0.0034697161339639826 0.0082969998753484528 0.002837857068291599 0.0085166881419729626 0.0076247004653109251 0.0081736420689094407 6.3441992616094223e-05 0.0091192810900294664 0.016492323652122918 0.0017843403981581106 0.0088691963052739946 0.0034506136246586689 0.0063493437060966598 0.006903587690408922 0.0022715171074356578 -0.0040507042704317608 0.0056097323599671413
leaf_weight=27 40 28 34 30 21 23 27 36 78 43 60 25 21 21 93 22 238 29 1686 25 73 20 20 26 21 29 24 99 20 182
leaf_count=27 40 28 34 30 21 23 27 36 78 43 60 25 21 21 93 22 238 29 1686 25 73 20 20 26 21 29 24 99 20 182
internal_value=0 0.00761078 0.00606835 0.00636811 0.00603564 0.00307683 0.00387521 0.00436261 0.00674905 0.00393692 0.00219629 0.00703472 8.78033e-05 0.00180418 0.00799957 0.00713844 0.00769128 0.00821315 0.00804797 0.00412412 0.00993416 0.00907798 0.00754187 0.0121836 0.00810593 0.00363037 0.00296274 0.0021647 0.00120896 0.00651852
internal_weight=0 2732 550 523 493 389 307 284 105 159 103 334 82 61 2182 56 280 1907 1740 54 167 139 93 46 259 54 179 143 119 275
internal_count=3121 2732 550 523 493 389 307 284 105 159 103 334 82 61 2182 56 280 1907 1740 54 167 139 93 46 259 54 179 143 119 275
is_linear=0
shrinkage=0.0480611


Tree=3141
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 1 2 12 48 14 12 16 4 4 1 0 15 1 1 13 16 47 1 4 3 3
split_gain=105.026 16.0788 9.9262 8.90288 5.05365 3.85873 3.70674 3.28927 2.85583 2.50431 2.14515 1.94851 1.67955 1.5744 1.52304 1.11381 1.04267 0.994719 1.13306 1.3331 1.01906 2.98935 0.933873 0.925582 0.857038 0.903277 0.780952 0.771643 0.648166 0.642034
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.091265000000000013 0.12958500000000003 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.086920000000000011 0.13754500000000003 -0.040564999999999997 -0.015314999999999997 0.062655000000000016 0.08401500000000002 -0.27167499999999994 0.0067750000000000006 -0.013514999999999998 0.075045000000000014 -0.038659999999999993 -0.23060499999999998 0.086920000000000011 0.14089500000000002 -0.078279999999999975 0.052820000000000013 0.078345000000000012 0.16175000000000003 -0.0070899999999999991 0.0022600000000000003 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 9 10 27 12 -5 13 11 -3 -6 -1 -11 -13 -16 18 19 -14 -19 23 -7 -22 25 28 -12 -4 -2 -20
right_child=1 5 6 8 7 22 -8 -9 -10 14 26 15 17 -15 16 -17 -18 20 29 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018613786946733836 0.00064392351376370955 0.00040435745058937212 0.0018099992066587408 0.0016126474011109362 0.0012288780239246347 0.0012452007727880104 0.00092134133949145383 0.0011402185103898638 0.00090751253083519879 0.001430188350511384 0.00029722131134303823 0.0005414765256950084 0.001748311934125399 0.0022018755156938616 0.001785177762088362 0.0011429534577350544 0.0014196319623993609 0.0019975245096325095 0.0020483470547432996 0.0013995551864306132 0.0017747214168056574 0.00084483978247233465 0.00069444672081290799 0.0015453721253367182 0.0011766869151124766 0.0011166482814103454 -0.00012184006038507103 0.0014943981640346837 0.00089159279830254817 0.00172478960393659
leaf_weight=1029 86 83 68 34 32 29 32 48 63 67 92 20 268 55 330 29 33 24 65 50 106 20 20 187 30 33 21 53 77 37
leaf_count=1029 86 83 68 34 32 29 32 48 63 67 92 20 268 55 330 29 33 24 65 50 106 20 20 187 30 33 21 53 77 37
internal_value=0 0.000862212 0.00112915 0.00173682 0.00176084 0.000518103 0.00151481 0.00163857 0.00115467 0.00182843 0.000417643 0.0005874 0.00166889 0.00187865 0.00170181 0.000897453 0.00175195 0.00168749 0.00175116 0.00169348 0.00160814 0.00157828 0.0010204 0.00162834 0.000868053 0.000820814 0.000219343 0.00167176 0.000760921 0.00193098
internal_weight=0 673 379 2448 2351 294 153 837 97 1514 245 132 789 1084 430 49 363 757 420 318 337 313 49 293 226 196 113 121 163 102
internal_count=3121 673 379 2448 2351 294 153 837 97 1514 245 132 789 1084 430 49 363 757 420 318 337 313 49 293 226 196 113 121 163 102
is_linear=0
shrinkage=0.00196078


Tree=3142
num_leaves=31
num_cat=0
split_feature=1 1 12 484 3 16 4 376 2 2 0 3 52 52 4 16 12 14 0 3 160 16 3 16 12 2 43 4 2 0
split_gain=2.92892 0.500527 0.463048 0.462966 0.416639 0.339632 0.313944 0.52282 0.457794 0.312717 0.558422 0.266636 0.278413 0.268223 0.247095 0.481443 0.23453 0.21124 0.271028 0.203492 0.313972 0.219788 0.210032 0.264098 0.202122 0.187386 0.183474 0.180986 0.243998 0.216343
threshold=0.11146500000000002 0.089625000000000024 0.087215000000000015 -0.0068949999999999992 0.31534000000000006 0.52822500000000006 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.10774000000000002 0.034820000000000011 -0.079979999999999982 -0.13993999999999998 -0.088614999999999985 -0.04890499999999999 -0.008904999999999998 -0.42850999999999995 -0.47013499999999991 -0.096374999999999975 -0.14477499999999996 -0.085834999999999981 -0.078464999999999993 -0.12018999999999998 -0.0083599999999999976 0.092465000000000006 0.15950500000000004 0.0061450000000000003 -0.085594999999999991 0.084055000000000005 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 6 11 7 8 24 19 -11 -5 -13 -14 -10 -16 -6 -8 -19 20 -1 -22 23 -21 -2 -18 -20 28 -24 -29
right_child=4 2 -4 5 16 -7 17 -9 14 10 -12 12 13 -15 15 -17 25 18 26 22 21 -23 27 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0064293399485452641 0.013366429049232912 0.013805991039678053 0.0086634087375039893 -0.00011169444843281893 0.0042600331558235918 0.01152189577416003 0.0082701457503360325 -0.0016228958157898897 0.0091585062249975886 0.0081789171917558898 -0.00025787272048738153 -0.00066938402818691816 0.011347203224569263 0.0051125354080457045 0.0055661037729016422 -0.0038068869996806362 0.00095987323316171832 0.006006692074639935 0.0019683949469341206 0.0097381176680733355 0.0095752474688236555 0.01559470923852847 0.013052018824439744 0.00076636237027102134 0.0080342400780362908 -0.0056729112500170159 -0.0038547221347701331 0.0091464350430717212 0.0094817015946421866 0.0045505413710965805
leaf_weight=26 30 20 357 33 34 23 21 24 26 209 27 22 24 170 61 23 34 45 94 20 29 51 85 20 78 21 20 1276 186 32
leaf_count=26 30 20 357 33 34 23 21 24 26 209 27 22 24 170 61 23 34 45 94 20 29 51 85 20 78 21 20 1276 186 32
internal_value=0 0.0086587 0.00732976 0.00569923 0.00408819 0.00510314 0.00481213 0.00611078 0.0069622 0.00909851 0.00721369 0.00451025 0.00521638 0.00588383 0.00445541 0.00299969 0.000655569 0.00306616 0.00237884 0.00935638 0.0116998 0.0134127 0.00920295 0.00525224 0.0095154 -0.00157264 0.000946795 0.00930303 0.0106015 0.009034
internal_weight=0 2610 649 292 511 272 422 242 218 1961 236 249 216 194 110 84 89 180 159 1725 106 80 1619 40 108 55 114 1579 271 1308
internal_count=3121 2610 649 292 511 272 422 242 218 1961 236 249 216 194 110 84 89 180 159 1725 106 80 1619 40 108 55 114 1579 271 1308
is_linear=0
shrinkage=0.0552071


Tree=3143
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 2 1 2 2 14 1 4 4 1 15 4 49 1 50 2 1 1 1 0 12 12 1 1 15
split_gain=115.445 17.4661 9.87485 8.82896 5.90385 4.59267 4.05568 3.92627 3.44885 2.9237 2.79606 1.75481 1.5915 1.5711 2.51723 2.11716 1.54453 1.53043 1.21153 1.18771 1.0739 1.02341 0.991044 0.935684 0.915751 0.854785 0.779161 0.722606 0.671692 0.669617
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.13501500000000002 0.062655000000000016 0.086920000000000011 0.0061450000000000003 -0.015039999999999998 0.089770000000000016 -0.17952999999999997 -0.15464999999999998 -0.054984999999999992 0.13436000000000001 0.041865000000000006 0.094835000000000017 0.13075500000000004 0.075045000000000014 0.12000500000000001 -0.038659999999999993 0.090165000000000009 0.08401500000000002 0.16175000000000003 0.122715 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 17 6 10 23 20 -8 13 11 -4 26 22 25 -16 -10 -2 -18 27 -1 -5 24 -3 -7 -15 -13 -6 -19 -22
right_child=1 4 5 21 19 9 8 -9 16 -11 -12 12 -14 14 15 -17 18 28 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016836952478133369 0.0009201577734797155 0.00049459459180138622 0.0016707296118423527 0.00072470088294507567 1.1418595478313119e-05 0.0015591619175407941 0.0011080663197097626 0.00073430966497137131 0.0010660647721484914 0.00095178038864597158 0.0020386349270711066 0.0013108997571027248 0.0012080164388982497 0.0016076118611024312 0.0013834152045569847 0.00049889853359506202 0.0005699553524312164 0.0015267476170212429 0.00012761617303975678 0.00039698104874698721 0.0013955003282415024 0.00025500878473254677 0.0017248023098392266 8.5147905432437552e-05 0.0012726696279995113 0.0013855782777247542 0.0015985016488433705 -0.00041527355615062487 0.0011485684208487475 0.00095074852671169397
leaf_weight=26 23 30 1024 60 55 260 54 69 20 39 64 39 52 93 20 20 150 100 27 23 29 24 112 66 49 206 324 20 21 22
leaf_count=26 23 30 1024 60 55 260 54 69 20 39 64 39 52 93 20 20 150 100 27 23 29 24 112 66 49 206 324 20 21 22
internal_value=0 0.000653146 0.00155213 0.00108579 0.000431475 0.00158288 0.000549145 0.00106732 0.000677673 0.00146511 0.00164548 0.00162799 0.00152255 0.00149145 0.00139405 0.000941157 0.000559697 0.00137471 0.00050248 1.48277e-05 0.00136574 0.000590503 0.00156988 0.0002131 0.00151373 0.00145464 0.0015676 -0.000102366 0.00146111 0.00120365
internal_weight=0 673 2448 228 445 2302 347 146 251 799 1503 1439 415 760 339 40 197 144 177 98 77 84 421 96 309 299 363 75 121 51
internal_count=3121 673 2448 228 445 2302 347 146 251 799 1503 1439 415 760 339 40 197 144 177 98 77 84 421 96 309 299 363 75 121 51
is_linear=0
shrinkage=0.00192234


Tree=3144
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 4 2 4 150 4 0 3 4 3 15 475 47 13 16 10 52 4 52 16
split_gain=134.556 20.4215 13.6021 10.602 7.43214 6.90529 4.44395 4.05025 3.6061 3.35988 2.98038 2.4267 2.35707 1.62245 1.57285 1.4033 1.43924 1.48385 1.2962 1.27587 1.18542 1.14767 1.10792 0.994909 0.862436 0.823359 0.813151 0.739026 0.715491 0.669809
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.09253500000000002 0.24564500000000003 0.14960000000000004 0.27834500000000006 1.0000000180025095e-35 -0.55119499999999988 -0.076579999999999995 0.086245000000000016 0.033845000000000007 -0.12711499999999995 -0.40580499999999992 -0.07550999999999998 0.090100000000000013 -1.0000000180025095e-35 -0.16075999999999999 -0.38124499999999995 -0.55252499999999982 -0.080364999999999978 0.039215000000000007 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 12 11 -6 14 -5 15 13 -4 21 -1 17 18 -17 -18 -14 -7 -3 -15 -20 -22 -23 -21 -28 -30
right_child=1 2 6 10 8 9 -8 -9 -10 -11 -12 -13 20 23 -16 16 19 -19 24 27 25 26 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0022892459130778573 0.0017564918270227073 0.00068179484337374259 0.00071095043460063664 0.0015878355448218557 0.0016022241375199227 0.0019101179206120643 0.00097355464770868926 0.0022537672532708273 0.00080731095750695024 0.0010216535786836732 0.00088161293207583507 0.0012143980515479857 0.00028681121401342687 0.00017863479782306962 0.0011647151310756943 0.0018643882241250243 0.0012947517591063878 0.0015276513817956588 0.0018761128409497075 0.0018461486998648132 4.5764627474367683e-05 0.0019679591284753094 0.0010632417193572462 0.00059883841260275847 0.001545627010446189 -0.00045271418630880113 0.0014834144253857333 0.0016347196343517577 0.001842130813107109 0.0015740044309161135
leaf_weight=23 71 191 43 34 71 52 37 79 30 39 63 25 30 91 27 1325 28 56 45 109 25 21 33 27 83 24 151 139 54 95
leaf_count=23 71 191 43 34 71 52 37 79 30 39 63 25 30 91 27 1325 28 56 45 109 25 21 33 27 83 24 151 139 54 95
internal_value=0 0.000781424 0.000666424 0.00175197 0.000933191 0.00177767 0.00035343 0.00182759 0.00136611 0.00156024 0.00112915 0.00180922 0.000257827 0.000391275 0.00161275 0.00181744 0.00181136 0.00183471 0.00184654 0.00168373 -1.41353e-05 0.00164519 0.00073799 0.000274783 0.00166181 -0.000198388 0.00160227 0.00172765 0.00157667 0.00167118
internal_weight=0 673 602 2448 325 2351 277 1912 101 439 97 1833 240 161 400 1808 1785 1509 1453 276 79 373 224 118 128 49 321 248 300 149
internal_count=3121 673 602 2448 325 2351 277 1912 101 439 97 1833 240 161 400 1808 1785 1509 1453 276 79 373 224 118 128 49 321 248 300 149
is_linear=0
shrinkage=0.00192234


Tree=3145
num_leaves=31
num_cat=0
split_feature=1 12 3 4 376 2 44 4 474 1 4 12 11 0 16 51 12 4 16 156 43 1 16 1 39 43 400 16 12 12
split_gain=3.46677 0.589672 0.449896 0.400406 0.520536 0.413761 0.397683 0.44379 0.537194 0.542352 0.267876 0.270426 0.318578 0.288673 0.311651 0.263408 0.230301 0.225763 0.45586 0.221606 0.220167 0.463273 0.210173 0.231425 0.206142 0.199576 0.306564 0.209572 0.211526 0.259491
threshold=0.11146500000000002 0.051320000000000005 0.31299000000000005 0.41257000000000005 0.083705000000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 -0.13843999999999998 0.0057500000000000008 0.10876000000000001 0.092465000000000006 -0.04890499999999999 -0.008904999999999998 0.14401500000000003 -0.081454999999999986 0.10797500000000002 -0.53943499999999989 0.10124500000000002 0.10076500000000001 0.0061450000000000003 -0.070649999999999991 -0.096824999999999981 0.093105000000000007 0.089795000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 16 7 -1 9 -9 11 12 13 -3 25 19 -2 -7 -19 -14 -11 22 -22 -24 -5 -15 -27 -28 29 -29
right_child=2 10 -4 24 -6 17 -8 8 -10 20 -12 -13 15 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0085540755275914336 0.011733789438794169 0.0023798740900730603 0.00084628561309071546 0.0034433428823298748 -0.00062466898138038287 0.007502780168972544 0.011273490289633722 0.0071520320224779587 -0.0018592344357096446 0.005671876788274007 0.0028267327407279943 0.005392459051647449 0.011530630190355849 0.0083900281194401651 0.0066316565833144936 0.0055402345717840071 0.006880836555738728 0.0051693626302528025 -0.0029712145117090803 0.0066462349202736524 0.0037665136079417468 0.0071118720950927965 0.0021755231148616618 -0.0042520926248071815 -2.599803591538401e-05 0.012078823200377727 0.0087131946460782643 0.0056523418902389303 0.0071251427175759545 -0.00011080432537563128
leaf_weight=90 27 20 111 131 26 26 28 179 22 60 22 88 111 1208 349 24 78 43 21 23 23 28 20 27 48 23 72 59 112 22
leaf_count=90 27 20 111 131 26 26 28 179 22 60 22 88 111 1208 349 24 78 43 21 23 23 28 20 27 48 23 72 59 112 22
internal_value=0 0.00747644 0.00339727 0.00410516 0.00539473 0.00619732 0.00603693 0.00571037 0.00499746 0.00544508 0.00779835 0.00785016 0.00795707 0.00779165 0.00785032 0.00990968 0.00812874 0.00394399 0.00249824 0.0106923 0.00351126 0.00218843 0.000219054 -0.00151694 0.00251302 0.00813461 0.0070633 0.00662799 0.00585009 0.00408704
internal_weight=0 2610 511 400 221 195 477 449 359 337 2133 2111 2023 1865 1845 158 105 90 64 134 158 98 70 47 179 1496 288 265 193 81
internal_count=3121 2610 511 400 221 195 477 449 359 337 2133 2111 2023 1865 1845 158 105 90 64 134 158 98 70 47 179 1496 288 265 193 81
is_linear=0
shrinkage=0.045289


Tree=3146
num_leaves=31
num_cat=0
split_feature=1 12 1 148 15 43 1 0 16 10 0 34 16 12 12 12 399 16 49 2 1 402 1453 1446 0 0 402 403 12 1212
split_gain=2.80808 0.477634 0.389512 0.438326 0.367578 0.342485 0.326616 0.32301 0.602799 0.361703 0.442694 0.285949 0.232798 0.228051 0.336126 0.308764 0.231289 0.233882 0.188709 0.241177 0.579436 0.273363 0.23811 0.294247 0.290293 0.236176 0.230087 0.262585 0.396253 0.236929
threshold=0.11146500000000002 0.051320000000000005 0.13075500000000004 -0.043434999999999994 0.035560000000000008 0.084740000000000024 0.08864000000000001 -0.10474999999999998 -0.39185999999999993 -0.062879999999999978 -0.074229999999999977 -1.0000000180025095e-35 0.11346000000000002 0.090455000000000021 0.090840000000000018 0.091200000000000017 0.088080000000000006 -0.074319999999999983 0.085970000000000005 0.084855000000000014 0.089875000000000024 0.11174500000000002 -0.048199999999999993 0.083715000000000026 -0.099059999999999995 -0.085034999999999986 0.089785000000000018 -0.092059999999999989 0.086655000000000024 -0.088189999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 12 -1 8 -4 -9 -11 -12 -5 18 -15 -16 -17 -18 19 21 26 22 -3 24 -24 -25 27 28 -21 -29
right_child=2 13 7 5 -6 -7 -8 9 -10 10 11 -13 -14 14 15 16 17 -19 -20 20 -22 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=0.0065194290193114996 -0.0010331142039218624 0.0042282982884819503 0.00056840573601910744 0.0034136434028234921 0.0091488660757462516 0.010246525010624131 0.0039723519933154523 -0.003220761428207531 0.0097890626425421873 -0.0028900530545173616 -0.0017471574344810497 0.0042336941594854237 0.0067018128606139964 0.001863395574493279 0.010959577012309674 0.0063157962115880121 0.011940203465884425 0.0059126142112786361 0.0087499285798152745 -0.00091931430114771014 -0.00047298616014348214 0.004100532044677389 0.012349246405844054 0.015605533477716212 0.0077421408308769599 0.0087288559096733043 0.0096713162289745573 0.002265888605952972 0.0066907806310420792 0.0072029515692776675
leaf_weight=174 29 27 33 160 49 22 254 37 26 32 20 91 61 31 33 846 31 23 190 23 23 34 31 21 295 20 54 21 36 394
leaf_count=174 29 27 33 160 49 22 254 37 26 32 20 91 61 31 33 846 31 23 190 23 23 34 31 21 295 20 54 21 36 394
internal_value=0 0.00672879 0.00305754 0.00422962 0.00543323 0.00485768 0.00500785 0.00172362 0.00463175 0.000770406 0.00180309 0.00315606 0.00432124 0.00701852 0.00650283 0.00665698 0.00649922 0.0093729 0.00744377 0.00719027 0.00656378 0.00799681 0.00833303 0.00863502 0.00818024 0.0122511 0.00687031 0.0065512 0.00372413 0.00695312
internal_weight=0 2610 511 272 477 243 428 239 59 180 143 111 221 2133 964 933 900 54 1169 979 551 428 394 367 326 41 528 474 59 415
internal_count=3121 2610 511 272 477 243 428 239 59 180 143 111 221 2133 964 933 900 54 1169 979 551 428 394 367 326 41 528 474 59 415
is_linear=0
shrinkage=0.045289


Tree=3147
num_leaves=31
num_cat=0
split_feature=1 1 16 457 132 2 4 475 482 47 149 0 14 156 0 16 0 131 41 2 4 0 1446 151 1 160 0 42 13 151
split_gain=2.28719 0.623414 0.425461 0.299037 0.293659 0.290397 0.446838 0.287668 0.280692 0.26918 0.359766 0.272167 0.238045 0.231314 0.402927 0.228888 0.22482 0.249279 0.2241 0.208632 0.207187 0.200992 0.197936 0.190583 0.358907 0.186052 0.181374 0.179305 0.273594 0.223921
threshold=0.11910500000000002 0.096325000000000008 0.5136400000000001 0.079590000000000008 0.081465000000000024 0.10774000000000002 -0.07168999999999999 -0.082449999999999982 0.11816500000000001 0.085505000000000012 0.081720000000000015 -0.040504999999999992 0.062655000000000016 0.10339000000000002 0.024095000000000002 -0.0094449999999999968 -0.13027499999999997 0.096070000000000016 0.081560000000000007 -0.013254999999999998 0.058735000000000009 -0.076899999999999982 0.11581000000000001 0.050660000000000004 0.087135000000000004 -0.081069999999999989 -0.091069999999999984 -0.064119999999999996 0.043850000000000007 0.077805000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 8 -7 -3 12 10 13 20 18 14 16 -5 -2 -18 22 -9 -11 -8 23 -1 -25 26 -21 -27 29 -29
right_child=9 2 -4 15 -6 6 21 19 -10 11 -12 -13 -14 -15 -16 -17 17 -19 -20 25 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0068037258627214898 -0.0020520771299626962 0.010588300594025837 0.0080510927790598819 0.0031802450016672904 0.00058871421852019494 -0.00072469367831308961 0.0025423516289079457 0.0085858738921087748 0.011918112995558335 0.0087601960914252004 0.0074773051115327935 -0.00063455882753451023 0.0093281692766100776 0.0054295975741764368 -0.0048013443487947855 -0.0025506846486141972 0.001167152799370941 0.0067713773710409847 0.0032115955686445419 0.0037505722785134798 0.0036900969479665025 0.0064691122454830453 0.011192674402623113 0.0064430430731746971 -0.0011970011237565153 0.008130015587932235 0.0093458741234983649 0.0034691658838404654 -0.0018746024368915437 0.0088454083375937541
leaf_weight=1750 39 22 81 60 34 27 36 32 25 29 20 21 82 22 31 22 110 22 42 23 52 184 23 49 20 21 32 170 20 20
leaf_count=1750 39 22 81 60 34 27 36 32 25 29 20 21 82 22 31 22 110 22 42 23 52 184 23 49 20 21 32 170 20 20
internal_value=0 0.0063119 0.00484131 0.00427115 0.00484744 0.00666477 0.00511042 0.00527331 0.00685759 0.00216788 0.00130115 0.00424123 0.00679324 0.000749712 0.000240022 0.00164268 0.00115395 0.00210119 0.00668291 0.00490561 0.00550532 0.00582655 0.00676206 0.00670604 0.00422854 0.00449383 0.00700602 0.00389569 0.00347226 0.00403509
internal_weight=0 2775 537 456 374 2238 247 340 1991 346 244 102 1966 224 202 82 171 132 1884 318 81 220 1842 1819 69 286 55 231 210 190
internal_count=3121 2775 537 456 374 2238 247 340 1991 346 244 102 1966 224 202 82 171 132 1884 318 81 220 1842 1819 69 286 55 231 210 190
is_linear=0
shrinkage=0.0480611


Tree=3148
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 3 52 12 1 44 48 11 43 2 1 0 3 43 40 1 47 401 40 13 4 43 15 16
split_gain=1.85262 0.52107 0.431853 0.367564 0.329236 0.384353 0.351627 0.305317 0.277717 0.2493 0.242052 0.23943 0.251123 0.219992 0.406683 0.43997 0.252692 0.224636 0.221602 0.772091 0.203313 0.195797 0.187208 0.244359 0.188512 0.184398 0.18338 0.178665 0.222973 0.175299
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 0.12178000000000001 -0.0043399999999999992 0.08257500000000001 0.099815000000000015 0.16773500000000005 0.081805000000000017 -0.024949999999999996 1.0000000180025095e-35 -0.15879999999999997 0.083215000000000011 0.086105000000000015 -0.13843999999999998 -0.11255999999999998 -0.13868499999999997 -0.084709999999999994 0.10937500000000001 0.085505000000000012 0.085900000000000018 -0.0087249999999999984 -0.11122999999999998 0.0052350000000000009 -0.073404999999999984 -0.07879499999999999 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 11 8 20 13 22 12 -7 17 -15 -16 -17 -3 19 -19 -5 -8 23 -2 -24 -11 -20 28 -27 -18
right_child=10 9 -4 4 -6 6 21 -9 -10 25 -12 -13 -14 14 15 16 29 18 26 -21 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0012885598850128357 0.0020685599657288872 0.0010469888153011883 -0.0016848460850235158 -0.00032755662479642923 0.010315402414431915 0.0023146451791598299 -0.0017949400564616694 -0.0023829113305170115 0.0086543020228880118 0.00051877225729074505 -0.0028688885772524277 0.011010532313908819 0.0065177880114234274 0.0021172955964294249 0.015879116266562066 0.011451634252280643 0.0029520513343333186 0.0088725127749589659 0.0065772349321333804 -0.0030832669252919011 0.0041880453294086545 0.0042253710412583001 0.00067819900660954558 -0.003605846044767541 0.0055098206987104726 0.010154242691025134 0.0050000502939834953 0.0044609721320756105 0.0054408415836515621 0.0079873898948477039
leaf_weight=23 207 20 26 37 27 40 20 24 22 21 23 24 234 23 20 35 24 27 1392 25 68 37 27 20 69 34 203 232 83 54
leaf_count=23 207 20 26 37 27 40 20 24 22 21 23 24 234 23 20 35 24 27 1392 25 68 37 27 20 69 34 203 232 83 54
internal_value=0 0.00579433 0.00449035 0.00477912 0.00504096 0.00475951 0.00564068 0.0026879 0.00364616 0.00614039 0.00199011 0.00631544 0.00590419 0.00637586 0.00813625 0.00917713 0.00799093 0.00621112 0.00627383 0.00312454 0.00259683 0.00211298 0.00233611 0.00156861 0.00415093 0.0049802 0.0063765 0.00524865 0.00681055 0.00643805
internal_weight=0 2775 582 556 533 506 355 151 127 2193 346 298 274 1823 156 133 113 1667 1647 52 105 57 323 227 96 370 1595 349 117 78
internal_count=3121 2775 582 556 533 506 355 151 127 2193 346 298 274 1823 156 133 113 1667 1647 52 105 57 323 227 96 370 1595 349 117 78
is_linear=0
shrinkage=0.0490223


Tree=3149
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 49 4 1 150 12 4 4 52 49 1 1 3 43 40 3 12 1 133
split_gain=84.7578 13.8082 6.90434 5.79755 5.09423 4.16405 3.56142 2.82307 2.70785 2.41558 2.20453 1.93791 2.50334 1.81562 1.68762 1.50162 1.35386 1.33088 1.21337 1.08899 1.10914 1.00935 1.00839 0.863176 0.860319 0.843532 0.771678 0.770529 0.671355 0.771876
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.077845000000000011 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.083135000000000014 1.0000000180025095e-35 0.087695000000000009 -0.15464999999999998 -0.52556499999999995 -0.52606999999999993 -0.054984999999999992 0.16175000000000003 0.12811000000000003 -0.13927999999999999 -0.080324999999999994 -0.077474999999999988 -0.0063699999999999989 0.096990000000000007 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 7 25 11 -8 -4 15 12 14 16 -1 27 18 -10 -13 -2 -21 -6 -19 -20 -11 -3 -16 -7 29 -5
right_child=1 4 9 28 21 10 8 -9 17 24 -12 13 -14 -15 26 -17 -18 22 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018062980359619023 0.0019177143335128522 0.00083224800054203609 0.0017948503799733635 0.00085642165624021647 0.0005687143313015384 0.0018279812383323359 0.0014649685765861869 0.0022365519383859391 0.0014491102105720554 0.0012625295788009712 0.0012487111680452843 0.0024157784843333082 0.0021050708160186915 0.0016305796929309833 0.0010200593662074051 0.0012791657182116079 0.0018475021941032445 0.0010056215987282785 0.0015629957213197689 0.0011649121378108928 0.0016626299689727285 9.3259559015183098e-05 0.00066169261663703328 0.0019585669312163915 0.00078940996774878695 0.00047177801838026997 0.0014643807554026939 0.0016518899846782822 0.00076255612371327797 0.0013088771031650119
leaf_weight=48 45 47 28 22 77 204 54 79 20 49 41 21 36 98 20 27 841 136 21 21 78 21 41 696 20 49 52 167 24 38
leaf_count=48 45 47 28 22 77 204 54 79 20 49 41 21 36 98 20 27 841 136 21 21 78 21 41 696 20 49 52 167 24 38
internal_value=0 0.00105095 0.00182124 0.00143564 0.000853858 0.00184198 0.000963162 0.00188075 0.0010836 0.00131864 0.00167314 0.00186541 0.00166047 0.00188447 0.00152709 0.00171686 0.00190023 0.000979067 0.00196032 0.00166976 0.00155705 0.000466831 0.000925954 0.00194698 0.00112539 0.000648258 0.00134096 0.00174872 0.00103429 0.00114298
internal_weight=0 673 2448 228 445 2351 347 1912 251 97 439 1833 156 1677 120 398 1579 197 738 144 99 98 177 717 69 96 72 371 84 60
internal_count=3121 673 2448 228 445 2351 347 1912 251 97 439 1833 156 1677 120 398 1579 197 738 144 99 98 177 717 69 96 72 371 84 60
is_linear=0
shrinkage=0.00192234


Tree=3150
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 0 1 2 4 4 1 4 1 15 3 52 0 160 51 15 157 42 151 15
split_gain=71.9434 11.4209 7.24616 6.28112 3.90458 3.27691 2.33242 2.09931 1.90086 1.83345 1.66232 1.53597 2.29771 1.24477 1.40629 1.06333 1.30804 1.05621 0.958307 0.949866 0.942263 0.851026 0.8198 0.96568 0.752479 0.698785 0.66678 0.634152 0.623049 0.645039
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.076975000000000002 0.13082500000000002 0.11474000000000002 0.13501500000000002 0.092845000000000025 -0.10151999999999999 0.085345000000000018 0.14285500000000004 0.27834500000000006 -0.013125 0.093100000000000002 0.0061450000000000003 0.076935000000000017 -0.095869999999999983 -0.097174999999999984 0.12492500000000002 -0.076579999999999995 -0.081069999999999989 -0.031924999999999995 -0.41942499999999994 -0.0062799999999999991 0.084755000000000011 -0.0062849999999999989 -0.12563999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 11 13 27 15 -5 12 24 14 -4 18 28 22 20 -14 -7 -3 -13 -24 -1 -15 -25 -6 -17 -30
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 17 19 25 -16 16 -18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0013163387518765669 0.0015720031244479591 0.00081408510597557682 0.00092530601393645549 0.0014090321751421345 0.0012257759693530747 0.0012310125517297243 0.0019771801271878985 0.00098947138350357049 0.00081125356537666319 0.0011169196582801878 0.00089778124682282211 0.0016677020433773543 0.0014131375512053269 0.00055017353808932705 0.00050453628161076605 0.0017622392799563403 0.0010357458579611459 0.0014260060060362813 0.0017422278120973514 0.00094884428876876694 0.0015679093845132833 0.0012205289860521072 0.0012226477540788277 0.0018786413468648937 0.001722437663118893 0.00022289142635477542 0.0015488734845071296 0.0015666275314105054 0.0017412552777468224 0.0013925148948076649
leaf_weight=21 76 215 39 37 33 36 67 37 23 48 58 1219 29 37 102 22 29 80 89 34 163 20 29 25 71 62 169 47 21 183
leaf_count=21 76 215 39 37 33 36 67 37 23 48 58 1219 29 37 102 22 29 80 89 34 163 20 29 25 71 62 169 47 21 183
internal_value=0 0.000882761 0.000797586 0.00157194 0.000982781 0.00159126 0.00163236 0.000571609 0.00128875 0.00146998 0.0010969 0.00161859 0.00143986 0.000507189 0.000620919 0.00150119 0.00141256 0.00163679 0.00157967 0.00116257 0.00150696 0.000848676 0.00164848 0.00154342 0.00162974 0.000345209 0.00159137 0.00142603 0.00146091 0.00142841
internal_weight=0 691 615 2430 338 2335 1744 277 103 591 95 1677 155 240 141 543 255 1522 288 63 199 235 1442 223 92 99 194 80 226 204
internal_count=3121 691 615 2430 338 2335 1744 277 103 591 95 1677 155 240 141 543 255 1522 288 63 199 235 1442 223 92 99 194 80 226 204
is_linear=0
shrinkage=0.00188464


Tree=3151
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 14 1 2 1 49 1 50 15 40 12 151 4 1 0 150 3 52 4 475 43
split_gain=80.3138 13.8122 7.14623 6.67506 5.23078 4.16541 3.73179 3.09232 3.30267 2.97682 2.35421 2.26326 2.11931 1.33633 1.2853 1.11608 1.11534 1.02709 1.00122 0.855043 0.832152 0.764014 1.34262 0.894227 0.746755 0.921849 0.734632 0.761314 0.914576 0.720448
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.27834500000000006 0.062655000000000016 0.092845000000000025 0.091265000000000013 0.13436000000000001 -0.054984999999999992 0.087135000000000004 0.041865000000000006 -0.41942499999999994 -0.077474999999999988 0.08401500000000002 -1.0000000180025095e-35 -0.015039999999999998 0.086455000000000018 0.18019500000000002 0.082565000000000013 -0.14989499999999997 0.31359500000000001 -0.39518999999999993 -0.088274999999999978 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 18 -8 -9 10 12 -4 15 -10 -2 26 17 -6 -3 -17 -19 23 -23 29 25 -5 27 -1 -29 -14
right_child=1 4 11 24 16 -7 7 8 13 -11 -12 -13 21 -15 -16 19 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022242672376188576 0.0012690754923847765 0.00083644061075033489 0.001662218991507123 0.0010994692979095218 0.00062511921195946803 0.0012602645363217354 0.0016779198940672906 0.0017134870981316431 0.00099513840976034914 0.0011261218936313708 0.0021729927492631475 0.0010415724476143225 0.0018708055088100786 0.00054760555815852542 0.0017638569741737185 0.0015834543606588014 0.00082970227941375253 0.00042939167818363338 0.00043800228087901595 0.0018335004566505653 -9.8558640475780539e-05 0.0017202713015762731 0.001256560968013191 0.001406922159241695 0.0013296041739921944 0.00062790978430436988 0.001645352793674843 0.0015610641492131662 0.0019271080304865357 0.001644196776647913
leaf_weight=32 24 48 37 37 29 48 30 23 177 22 84 58 317 30 127 62 23 22 49 346 24 313 26 20 20 28 37 27 936 65
leaf_count=32 24 48 37 37 29 48 30 23 177 22 84 58 317 30 127 62 23 22 49 346 24 313 26 20 20 28 37 27 936 65
internal_value=0 0.00105288 0.00181046 0.0014378 0.00085323 0.00183191 0.00096338 0.00108583 0.0010086 0.00184391 0.00185088 0.0012833 0.00183847 0.000930279 0.00168522 0.00188232 0.000451968 0.000336129 0.000635168 0.0017955 0.000153939 0.00175327 0.00168471 0.00181109 0.000998281 0.000896336 0.00191664 0.00192673 0.00191685 0.00183225
internal_weight=0 691 2430 236 455 2335 357 260 230 2287 2265 95 2181 207 151 1440 98 75 97 408 46 741 339 402 85 65 1032 995 963 382
internal_count=3121 691 2430 236 455 2335 357 260 230 2287 2265 95 2181 207 151 1440 98 75 97 408 46 741 339 402 85 65 1032 995 963 382
is_linear=0
shrinkage=0.00196078


Tree=3152
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 49 4 150 2 1 50 1 2 1 1447 0 40 15 151 47 4 2
split_gain=90.8535 14.552 7.20892 7.06758 5.1736 4.5506 3.1447 3.17809 2.70316 2.2654 2.24612 1.62105 2.17893 1.29596 1.27937 1.22495 1.12388 1.11215 0.936635 0.886073 0.873259 0.847814 0.832223 0.813856 0.784505 0.738911 0.828781 0.731332 0.660538 0.655834
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.092845000000000025 0.089625000000000024 0.090425000000000019 -0.054984999999999992 -0.062539999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 0.12408500000000001 0.041865000000000006 0.13075500000000004 0.088850000000000012 0.076935000000000017 -0.082869999999999985 -0.010949999999999998 -0.077714999999999992 -0.41942499999999994 -1.0000000180025095e-35 0.090280000000000013 0.022185000000000003 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 24 -8 11 15 -4 20 16 -2 -9 21 -13 -16 25 29 -1 23 -22 28 -3 -6 -27 -15 -7 -5
right_child=1 4 10 19 18 9 7 14 -10 -11 -12 12 -14 27 17 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018097631229932124 0.0011501308194414516 0.00071676376076973555 0.0015631940767984269 0.0012632749274865379 0.00047243989383954183 0.0016905483699348569 0.0013452563545961077 0.0012469126330034175 0.0021122479832295714 0.0011696313507912274 0.00097278154530671995 0.0013116990936839694 0.0010689193163600573 0.0017908679132343601 0.00087232418229504197 0.001227344801713115 0.0017084442399329628 0.00054316581554135165 0.00067158378616575718 0.0005662846461933392 0.0019866092359440818 0.0017872337298132999 0.0016934612092494143 0.0012685213115308162 0.00037572876943993405 0.00035252929344585884 -0.00015389134083146336 0.001497579356231255 0.0015060133786909894 0.00085017018753635117
leaf_weight=952 23 46 37 21 29 160 54 23 76 48 60 28 23 58 122 29 269 52 23 24 37 92 489 27 50 22 24 63 121 39
leaf_count=952 23 46 37 21 29 160 54 23 76 48 60 28 23 58 122 29 269 52 23 24 37 92 489 27 50 22 24 63 121 39
internal_value=0 0.000919621 0.00170149 0.00130679 0.000721254 0.00172226 0.000829247 0.000940203 0.0017641 0.00155792 0.00119799 0.00174938 0.00162776 0.00156021 0.000829173 0.00160136 0.00167104 0.000773955 0.000338872 0.000872336 0.00177571 0.00162848 0.00171408 0.00158106 0.000539141 0.00023684 8.83098e-05 0.00163816 0.00161109 0.000994757
internal_weight=0 673 2448 228 445 2351 347 251 1874 477 97 1798 320 144 197 429 297 174 98 84 1478 400 526 308 96 75 46 121 281 60
internal_count=3121 673 2448 228 445 2351 347 251 1874 477 97 1798 320 144 197 429 297 174 98 84 1478 400 526 308 96 75 46 121 281 60
is_linear=0
shrinkage=0.00188464


Tree=3153
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 2 4 157 160 4 1 133 14 51 51 4 0 48 47 13 12 40 0 12 12 12 51 50 402
split_gain=3.03945 0.685475 0.407923 0.420489 0.33964 0.318441 0.293256 0.287999 0.25624 0.27412 0.264037 0.371965 0.319328 0.225112 0.237684 0.351302 0.230165 0.27612 0.230105 0.221139 0.291723 0.339487 0.245452 0.241193 0.204142 0.441851 0.198967 0.191813 0.263436 0.18949
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.40124500000000002 0.094835000000000017 -0.013514999999999998 -0.41266499999999995 1.0000000180025095e-35 -0.016304999999999997 0.093575000000000019 0.089405000000000012 0.062655000000000016 1.0000000180025095e-35 0.086310000000000012 -0.49013999999999996 -0.064754999999999993 0.089670000000000014 0.081320000000000017 0.038215000000000006 0.085440000000000016 -0.010334999999999999 -0.073309999999999986 0.11586 0.10832500000000002 0.092465000000000006 0.11704500000000002 0.094920000000000018 0.033490000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 6 13 26 -8 19 -11 12 -12 14 16 -16 -1 -18 27 20 22 -22 -10 -23 25 -9 -2 28 29 -17
right_child=1 2 4 -5 -6 -7 8 24 9 10 11 -13 -14 -15 15 18 17 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014612909174765472 0.01482286858770669 0.004342186385893787 -0.0058389248189520534 0.012895643567989223 0.0024017477016956413 0.0025589214999895394 0.014680187585856163 0.0067019353281693329 0.0031665719423058999 0.01386524788047541 0.012962837991287109 0.0016754869509210265 0.0055142671532776516 0.013031119982392475 0.0021899607087461485 0.0080223170137381627 0.010037889204417031 0.0053103067612198466 0.0041186323713852321 0.011984647985889453 -0.00084880348060799749 0.0023657064555886358 0.008455953161122038 0.0097095184370988609 0.011402922102218625 -0.0025600635642520934 0.0086652362217842678 0.0059102370175479705 0.016380502606271389 0.013836985275512262
leaf_weight=35 23 365 21 20 77 22 21 113 32 48 55 20 29 72 30 71 1378 42 28 34 29 25 303 36 21 20 70 33 23 25
leaf_count=35 23 365 21 20 77 22 21 113 32 48 55 20 29 72 30 71 1378 42 28 34 29 25 303 36 21 20 70 33 23 25
internal_value=0 0.00520301 0.00394436 0.00478652 0.000635889 0.00943738 0.00950126 0.00766426 0.00844182 0.0082274 0.0103415 0.00871519 0.0103913 0.00988673 0.00975076 0.00794438 0.0100115 0.00989806 0.00890345 0.0075273 0.00717072 0.00426744 0.0079507 0.00669976 0.00614012 0.00530915 0.0101881 0.00978486 0.0108593 0.00953655
internal_weight=0 730 483 385 98 2391 2369 247 632 611 152 104 84 1737 1665 210 1455 1420 180 459 425 90 335 61 154 133 93 152 119 96
internal_count=3121 730 483 385 98 2391 2369 247 632 611 152 104 84 1737 1665 210 1455 1420 180 459 425 90 335 61 154 133 93 152 119 96
is_linear=0
shrinkage=0.0574375


Tree=3154
num_leaves=31
num_cat=0
split_feature=1 4 9 44 3 0 150 2 2 0 14 1 2 48 149 15 2 34 0 160 401 483 1212 42 160 51 49 480 457 4
split_gain=2.47966 0.459725 0.346321 0.368834 0.422844 0.33321 0.328032 0.306059 0.315499 0.311555 0.422198 0.372869 0.433888 0.632494 0.291693 0.348942 0.490216 0.332608 0.273158 0.516126 0.351245 0.311094 0.253732 0.253015 0.252524 0.331256 0.242128 0.247701 0.231748 0.229365
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 -0.10836499999999999 0.084680000000000019 -0.13033999999999998 0.087625000000000022 -0.13027499999999997 0.062655000000000016 0.083345000000000016 0.11093500000000002 0.084170000000000009 0.07770500000000001 -0.41396999999999995 0.16394500000000004 -0.038779999999999995 -0.085669999999999982 -0.52954999999999985 0.11336 0.10045000000000003 -0.091904999999999987 1.0000000180025095e-35 -0.085764999999999994 -0.084114999999999981 0.091005000000000016 0.086995000000000017 0.09228500000000002 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 7 -6 -2 -4 18 10 11 -10 13 -13 15 17 -17 -3 21 -20 22 26 -21 -24 -25 -26 27 -9 29 -11
right_child=1 14 3 -5 5 -7 -8 8 9 28 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0018205917773941947 0.0057675436431515884 -0.0018893188621538033 0.0024449603727945942 0.012291014410221698 -0.00066284623759330628 0.006166973323605501 0.0022209304387676094 0.008210964742275258 0.0086450761294182624 0.0070289846685342734 0.009181467166604184 -0.0058439186880563307 0.0081931337499089769 0.0032067382623262382 0.0069731648105948625 0.0011304842618961419 -0.0071660555526371081 0.0037431036720827842 0.00011277136280222767 0.001701689958936626 0.012517185816844908 0.01359271526891152 0.0081402280401172769 0.0087314287408529045 -0.0005334732969556438 0.0058773307775689832 0.012943661891470662 0.0044298083926161847 0.010620965784363383 0.0053669000176473844
leaf_weight=30 197 28 33 28 29 35 82 457 24 855 35 24 21 60 24 64 21 138 24 20 26 24 260 59 20 170 22 42 34 235
leaf_count=30 197 28 33 28 29 35 82 457 24 855 35 24 21 60 24 64 21 138 24 20 26 24 260 59 20 170 22 42 34 235
internal_value=0 0.0033776 0.00685351 0.00691302 0.006853 0.00307221 0.00472517 0.00695197 0.00701363 0.00651021 0.0045917 0.00334642 0.0021353 0.000620836 0.00201043 0.0015359 -0.000919249 0.00279306 0.0075905 0.00687785 0.0071704 0.00834761 0.00690761 0.00711216 0.00603868 0.00520251 0.008106 0.00789271 0.00679014 0.00667065
internal_weight=0 554 2567 2537 2509 64 279 2445 2412 1288 164 129 105 84 275 251 85 166 1124 579 555 545 529 509 249 190 521 499 1124 1090
internal_count=3121 554 2567 2537 2509 64 279 2445 2412 1288 164 129 105 84 275 251 85 166 1124 579 555 545 529 509 249 190 521 499 1124 1090
is_linear=0
shrinkage=0.0471187


Tree=3155
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 14 43 3 13 160 43 39 160 3 12 130 4 12 34 2 159 149 49 3 0 2 133 133 2 3 4
split_gain=2.06283 0.537782 0.312408 0.36597 0.252695 0.264332 0.281713 0.294024 0.264501 0.262297 0.244454 0.238401 0.236137 0.275651 0.275079 0.29478 0.233373 0.205062 0.285845 0.195807 0.179989 0.189881 0.561384 0.649961 0.200506 0.197579 0.399177 0.234902 0.225292 0.379103
threshold=0.11910500000000002 0.051320000000000005 -0.089679999999999982 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 0.12178000000000001 0.021350000000000004 -0.086829999999999977 -0.095049999999999982 0.089130000000000015 0.08443500000000001 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 -0.031404999999999995 0.099815000000000015 -0.038779999999999995 0.13247500000000004 0.097885000000000014 0.079625000000000015 -0.048674999999999989 -0.082039999999999988 -0.098289999999999975 0.087505000000000013 -0.071719999999999992 -0.032969999999999992 0.08542000000000001 -0.082234999999999989 -0.078629999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 9 7 8 -7 10 -5 -11 14 -14 -2 -16 20 -17 -19 -15 21 22 23 -3 -25 -23 27 -27 -28 -30
right_child=12 16 3 4 -6 6 -8 -9 -10 11 -12 -13 13 19 15 17 -18 18 -20 -21 -22 25 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.0010734635963110712 -0.0012580793463803333 -0.0049313124424994366 -0.0011838139589262866 0.0087352139870160682 0.0098638114699695512 0.010317224451695113 0.002814369210432635 0.001082382931047382 0.0062674570801842357 -0.00016329971047154379 0.0021033446578152481 0.0047565074747014874 0.0037510038812270936 -0.0036426340511609115 0.0082794259611083405 -0.00090064551619340935 0.0055093510003265738 0.0053720333810037407 0.0011906756074283461 0.0022507402283533161 0.010291163499708163 0.0079658775926746139 0.010688708547380977 0.0091272902615650887 0.003236794799175598 0.0055647913450202983 0.0073250536384444368 -0.00097292598519065304 0.0021934284372412817 0.0064826574320426562
leaf_weight=20 31 20 21 34 29 47 59 22 221 56 22 41 34 42 29 28 370 95 67 20 36 345 29 21 41 28 804 25 56 428
leaf_count=20 31 20 21 34 29 47 59 22 221 56 22 41 34 42 29 28 370 95 67 20 36 345 29 21 41 28 804 25 56 428
internal_value=0 0.00628464 0.00494535 0.00516343 0.00541445 0.00515741 0.00590223 0.00653045 0.00697768 0.00345845 0.00612984 0.00191621 0.00227041 0.000203732 0.00306401 0.00367582 0.00663238 0.00297316 0.00364271 -0.00174155 0.00685907 0.00679032 0.00482638 0.00275312 0.00523196 0.00691962 0.00665044 0.00248096 0.00682201 0.00598638
internal_weight=0 2775 572 552 531 502 349 290 268 153 56 97 346 96 250 219 2203 190 162 62 1833 1797 111 82 62 1686 1341 53 1288 484
internal_count=3121 2775 572 552 531 502 349 290 268 153 56 97 346 96 250 219 2203 190 162 62 1833 1797 111 82 62 1686 1341 53 1288 484
is_linear=0
shrinkage=0.0490223


Tree=3156
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 159 1 2 4 1 52 131 47 2 1 2 4 11 3 4 2 1447 3 0 12
split_gain=124.121 19.7798 12.4667 9.69726 7.14559 6.63048 4.61666 3.6412 3.48755 2.95409 2.9307 2.92786 2.24258 2.69961 1.49256 1.3667 1.13848 1.07177 0.881203 0.779388 1.47737 0.77424 0.763232 0.746825 0.738432 0.68587 0.688428 0.672819 0.651236 0.646288
threshold=0.10508500000000001 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.11474000000000002 0.089885000000000007 -1.0000000180025095e-35 0.092845000000000025 0.14285500000000004 0.40945500000000007 0.090540000000000023 -0.56176499999999996 0.086835000000000009 0.090100000000000013 0.31358000000000003 0.089770000000000016 0.097845000000000015 -0.0070899999999999991 1.0000000180025095e-35 0.0068900000000000012 -0.036839999999999991 0.098630000000000009 -0.082869999999999985 -0.017889999999999996 -0.010949999999999998 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 17 6 7 9 21 14 -4 -5 13 23 -1 -11 18 -3 -14 25 -21 -6 -9 -12 -2 26 -17 -15 29 -27
right_child=1 2 10 11 8 -7 -8 22 -10 15 12 -13 16 27 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0021339239895883017 0.0021525233376718219 0.00097762496828039972 0.0012836055964257052 0.0018436557400304259 0.0021666525093189731 0.0013314455910045742 0.0012146065236722965 0.0021703341932124425 0.00099829878071642023 0.002285019647327022 0.00085296790323943653 0.0011560906136059217 0.0003994512045554501 0.00079925361954616316 0.0019679017816460042 0.0023131030082448791 0.00077117620616348693 0.0013580507640352686 -6.3698589859078451e-05 0.0013339996135031502 0.0019418470622932103 0.0017327589618051809 0.0025701149400573315 0.0013168182238703511 0.0017423097506847258 0.0020341024876573449 0.0019901176480415987 0.00045421339540772053 0.0016407931667004657 0.0018490058209771035
leaf_weight=1092 50 189 26 37 21 48 24 25 23 45 23 60 63 31 245 26 23 32 20 22 45 55 60 29 24 115 393 64 34 177
leaf_count=1092 50 189 26 37 21 48 24 25 23 45 23 60 63 31 245 26 23 32 20 22 45 55 60 29 24 115 393 64 34 177
internal_value=0 0.00108185 0.00096602 0.002014 0.00122497 0.00203858 0.00205332 0.00206215 0.00165416 0.00204703 0.000669013 0.00141836 0.000605854 0.000759541 0.0021035 0.00195892 0.000392722 0.00103271 0.000287849 0.00194085 0.00174226 0.00185265 0.00245253 0.00111165 0.00201948 0.00195871 0.00201016 0.000566805 0.00189259 0.0019219
internal_weight=0 673 599 2448 320 2351 2303 2279 99 2194 279 97 253 147 1337 857 106 221 83 812 67 76 85 52 74 745 419 95 326 292
internal_count=3121 673 599 2448 320 2351 2303 2279 99 2194 279 97 253 147 1337 857 106 221 83 812 67 76 85 52 74 745 419 95 326 292
is_linear=0
shrinkage=0.00192234


Tree=3157
num_leaves=31
num_cat=0
split_feature=1 12 132 1 47 149 0 14 43 3 12 43 43 131 402 133 475 2 475 41 43 15 3 16 3 483 4 457 157 157
split_gain=2.10428 0.56123 0.302695 0.322796 0.233166 0.278169 0.26423 0.224531 0.237032 0.302426 0.222764 0.262945 0.316569 0.265824 0.301433 0.607327 0.275138 0.377997 0.306346 0.246212 0.454273 0.254998 0.247297 0.229683 0.22858 0.217325 0.215719 0.211453 0.208167 0.704103
threshold=0.11910500000000002 0.051320000000000005 0.092395000000000019 0.093575000000000019 0.085505000000000012 0.081720000000000015 -0.040504999999999992 -0.10708499999999999 -0.11720999999999999 -0.017889999999999996 0.086700000000000013 0.08845500000000002 0.016310000000000002 0.098515000000000005 -0.0063199999999999992 -0.00094999999999999989 -0.085684999999999997 0.087545000000000026 -0.084894999999999984 0.077565000000000009 -0.11008499999999999 0.13592500000000005 -0.13309499999999996 -0.073404999999999984 -0.20241999999999996 -0.095084999999999989 -0.17966999999999997 -0.085584999999999981 -0.076119999999999979 -0.082134999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 -5 -9 -10 11 12 13 14 15 -3 17 -16 -18 21 -21 22 24 -24 -12 -20 -11 -25 29 -29
right_child=4 10 -4 7 6 -7 -8 8 9 26 19 -13 -14 -15 16 -17 18 -19 25 20 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.0074922053556970543 0.0011782136396066821 0.0083505804364636897 -0.00025361573950118349 0.0089504750214696345 0.0063091057183994837 0.0079734534994198546 -0.00064008181324416442 0.010043170477261564 -0.0014049266704476157 0.0084127938967345807 0.0080652542833466265 0.014439833990389787 0.0031206148846023344 0.0030392624547384514 0.0085113981761553333 0.020410338804085208 0.0012447625701293636 0.017275217526850975 0.013855091161358319 -0.0029689889079629805 0.0079248196820492587 0.003105957727711208 0.0080364601568300269 0.012201216013524236 0.013029961264534345 0.0079518866170671075 0.0037499801217046325 0.0065618685168259104 0.0068462433631667303 -0.0046054498510622478
leaf_weight=237 224 35 25 35 81 20 21 20 30 36 76 22 34 25 40 20 20 24 20 20 28 41 672 20 45 383 189 79 577 22
leaf_count=237 224 35 25 35 81 20 21 20 30 36 76 22 34 25 40 20 20 24 20 20 28 41 672 20 45 383 189 79 577 22
internal_value=0 0.00722768 0.00568689 0.00595839 0.00266181 0.0017352 0.00487839 0.00478577 0.00425572 0.0038018 0.00762774 0.00851182 0.00829483 0.0086051 0.00886182 0.0127359 0.00842429 0.0117978 0.00791388 0.00727914 0.00338573 0.00740113 0.00751924 0.00730794 0.00991163 0.00824485 0.00449603 0.00660655 0.00644152 0.00412938
internal_weight=0 2775 572 547 346 244 102 310 275 255 2203 623 601 567 542 55 487 64 423 1580 48 1532 1491 1370 121 403 225 698 678 101
internal_count=3121 2775 572 547 346 244 102 310 275 255 2203 623 601 567 542 55 487 64 423 1580 48 1532 1491 1370 121 403 225 698 678 101
is_linear=0
shrinkage=0.0552071


Tree=3158
num_leaves=31
num_cat=0
split_feature=1 2 9 48 123 150 45 147 4 4 159 48 160 11 4 160 0 15 4 130 15 3 15 13 130 4 42 4 42 4
split_gain=1.70684 0.487893 0.284885 0.277093 0.298962 0.243883 0.236611 0.26287 0.283144 0.215355 0.366203 0.317618 0.357187 0.280879 0.307985 0.449194 0.253354 0.22597 0.213517 0.206329 0.272968 0.198576 0.251846 0.2523 0.218927 0.26009 0.19623 0.26534 0.258693 0.20686
threshold=0.12000500000000001 0.10527500000000002 -1.0000000180025095e-35 0.13400000000000004 0.085290000000000019 0.080470000000000014 0.081955000000000014 0.089365000000000014 -0.0029599999999999995 -0.082769999999999982 -0.085489999999999997 0.093265000000000015 -0.52800499999999995 0.086080000000000018 -0.17966999999999997 -0.019279999999999995 -0.04917499999999999 0.084050000000000014 -0.082349999999999993 0.087820000000000023 0.086355000000000015 0.30112000000000005 -0.41396999999999995 -0.47860499999999995 -0.0060099999999999989 -0.031404999999999995 0.11387000000000001 -0.082109999999999975 0.11720500000000002 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 7 9 -9 10 -4 12 -12 14 -14 -16 18 -17 -11 -19 -21 24 -23 -24 -2 -26 27 -20 -28 -30
right_child=21 3 6 -5 -6 -7 -8 8 -10 16 11 -13 13 -15 15 17 -18 19 26 20 -22 22 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.0010408233466953818 -0.0010711643567662855 0.0052805698340764274 0.012794736790412304 -0.0011104444669981248 0.0013063524776314116 0.0065154247488908119 0.011350476692471767 0.0059944472603652771 -0.0020121806130185462 0.0017372642917796474 0.013935714997852773 0.00085474857834028702 0.010156045249357379 0.0016013655800036319 0.00087261097041032893 0.0096862596901152558 0.0015762684387604822 0.0071578937259021164 0.011914761453980514 -0.0005368781888011188 0.0072386456609194461 0.003184474081215053 0.0010007192434846148 -0.0060151844768251131 0.0080040148641229922 0.0027973173457492692 0.00022863723986342335 0.006391112422023496 0.0079267644286798462 0.0029836681887302863
leaf_weight=25 31 470 30 21 55 20 25 27 20 27 20 21 79 24 32 74 31 219 23 23 24 41 30 24 29 179 30 1378 49 40
leaf_count=25 31 470 30 21 55 20 25 27 20 27 20 21 79 24 32 74 31 219 23 23 24 41 30 24 29 179 30 1378 49 40
internal_value=0 0.00600157 0.00633466 0.00463443 0.00486422 0.00231751 0.00641698 0.00636016 0.00258737 0.00644365 0.00731672 0.00699823 0.00725887 0.00697774 0.00726384 0.00664964 0.00614156 0.00719336 0.00623304 0.00649984 0.0034336 0.00214327 0.000170743 -0.00211746 0.00292732 0.00352325 0.0063129 0.00648179 0.00432452 0.00570515
internal_weight=0 2787 2241 546 525 45 2196 2171 47 2124 546 516 495 475 451 372 1578 340 1547 266 47 334 95 54 239 208 1520 1401 119 89
internal_count=3121 2787 2241 546 525 45 2196 2171 47 2124 546 516 495 475 451 372 1578 340 1547 266 47 334 95 54 239 208 1520 1401 119 89
is_linear=0
shrinkage=0.0510028


Tree=3159
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 2 14 4 0 0 3 10 47 4 0 16 4 3 43 13 4 2 12 1 15 13
split_gain=65.1086 8.2266 8.12681 6.46051 4.14211 3.01157 2.52247 2.51075 2.27105 1.64254 1.53249 1.32935 1.1323 1.02213 1.02038 1.00835 0.951067 0.874334 0.79379 1.15094 0.789343 1.18402 0.749971 1.13832 0.728245 0.714213 0.795143 0.713047 0.767211 0.710157
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.13082500000000002 0.40124500000000002 0.091475000000000015 -0.16363499999999997 0.11389000000000002 0.076175000000000007 0.033845000000000007 -0.067094999999999988 -0.074479999999999977 -0.061964999999999992 -0.011559999999999999 0.077555000000000013 0.50500500000000004 -0.11173999999999999 -0.43320999999999993 -0.059649999999999988 0.090900000000000009 -0.084999999999999978 0.05868000000000001 -0.35136499999999998 0.10444500000000002 -0.086254999999999984 0.11669000000000002 -0.41396999999999995 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 9 15 -5 10 -6 16 18 13 25 -9 22 -3 20 29 19 -4 -1 -22 23 -15 -24 26 -10 -2 -29 -17
right_child=1 5 7 6 8 -7 -8 11 12 -11 -12 -13 -14 14 -16 17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015928841689053703 0.00086994373050877476 0.00019136833401034255 0.0015974796085464521 0.0014726703568665694 0.0015249457242112231 0.0010102587257118127 0.00084168419641940211 0.001592416188158176 0.00096376516606683043 0.00093640239753053575 0.0019723486463330488 0.0013195886533724237 0.0005782848671782077 0.00093177924274654518 0.0011636317144820395 0.00039293293230623034 0.0017834921460859582 0.000362860014628398 0.0016187750575448227 0.0010168413822056533 0.0014360459653806744 0.00095250090372328664 0.0017365206266448663 0.0015377966796650607 0.0014729262965737411 0.00085916913137966844 0.0013959928928247464 0.00086989850995420411 0.00049983191373040607 0.00082155560272859703
leaf_weight=71 126 56 35 102 31 39 32 360 36 23 46 156 27 22 44 23 35 79 1156 21 88 25 51 26 192 56 30 35 56 42
leaf_count=71 126 56 35 102 31 39 32 360 36 23 46 156 27 22 44 23 35 79 1156 21 88 25 51 26 192 56 30 35 56 42
internal_value=0 0.00079241 0.00151572 0.000983465 0.00126733 0.000511822 0.00132199 0.00156542 0.00104209 0.00143487 0.00162106 0.00148316 0.000941627 0.00151988 0.00144193 0.000414627 0.00148722 0.00050145 0.00160773 0.00137974 0.00143087 0.00132907 0.00148401 0.00126004 0.00152825 0.00102204 0.00116023 0.000774424 0.000642165 0.000669889
internal_weight=0 590 2531 351 422 239 134 2109 180 242 1258 851 149 695 335 200 219 144 1212 56 184 113 291 48 243 122 66 217 91 65
internal_count=3121 590 2531 351 422 239 134 2109 180 242 1258 851 149 695 335 200 219 144 1212 56 184 113 291 48 243 122 66 217 91 65
is_linear=0
shrinkage=0.00196078


Tree=3160
num_leaves=31
num_cat=0
split_feature=1 4 150 3 2 2 2 0 16 43 131 0 149 43 13 484 4 52 16 52 51 51 1 151 13 0 4 11 4 41
split_gain=1.65906 0.581528 0.387062 0.305257 0.256381 0.249987 0.222726 0.232539 0.256966 0.202038 0.197726 0.235852 0.210402 0.26187 0.192258 0.187063 0.213947 0.181836 0.178361 0.328713 0.2841 0.226647 0.449955 0.198474 0.366463 0.283869 0.245108 0.222579 0.404676 0.195284
threshold=0.096325000000000008 0.26790000000000008 0.083250000000000005 -0.12018999999999998 0.25063000000000007 0.13404500000000005 -0.0091949999999999983 -0.10224499999999999 -0.008904999999999998 -0.081154999999999991 0.081165000000000001 0.034820000000000011 0.07770500000000001 0.0061450000000000003 -0.069964999999999986 -0.011854999999999999 -0.036839999999999991 -0.42058999999999996 0.19444000000000003 0.092650000000000024 -0.22411499999999998 -0.095144999999999993 0.080270000000000022 1.0000000180025095e-35 -0.026374999999999999 -0.14832499999999996 0.038415000000000012 0.081790000000000015 -0.42529999999999996 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 17 10 18 -5 8 -8 -9 11 12 13 -3 -11 -16 -17 -2 20 -20 -1 22 -22 25 -25 26 29 28 -27 -23
right_child=1 4 -4 6 -6 -7 7 9 -10 14 -12 -13 -14 -15 15 16 -18 -19 19 -21 21 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.012674978463332983 0.0071891717772317202 0.0028710194375484457 0.0023931248871731925 -0.00041646487564941752 -0.0031812061791035981 0.0028090123817724787 0.0049342073500164649 0.0099363355083992942 -0.0011057641242609374 0.0037112537735046521 -0.00034585038213367163 0.0083878338733461982 0.0075805169954538338 -0.0025562460303016031 0.011738572162044011 0.0078924422727068826 0.0021418785079278086 0.013069849252226689 0.0058889134785628378 -0.001050235917534072 0.0066705924516059093 0.0096004671491290612 -0.0029632624615862158 0.0063235793845528498 -0.0019534051706831929 0.013184799646593946 0.013756918174266436 0.0012283220395194229 0.0067504938270475118 0.0036676645610847309
leaf_weight=23 57 183 131 20 24 49 68 36 28 84 56 22 22 29 20 56 27 20 227 21 43 61 20 61 20 28 29 20 1615 21
leaf_count=23 57 183 131 20 24 49 68 36 28 84 56 22 22 29 20 56 27 20 227 21 43 61 20 61 20 28 29 20 1615 21
internal_value=0 0.00384122 0.0049085 0.00570059 0.00210373 0.00655743 0.00501554 0.0053561 0.00317255 0.00629611 0.00251026 0.00313504 0.00264118 0.00212861 0.00559532 0.00713183 0.00602178 0.00871662 0.00664133 0.00530132 0.00681255 0.00674225 0.00361223 0.00684855 0.00427988 0.00696583 0.00956396 0.00679242 0.00686015 0.00808109
internal_weight=0 883 547 416 336 2238 339 319 96 223 312 256 234 212 187 103 83 77 2189 248 1941 1918 63 1855 81 1774 111 1663 1643 82
internal_count=3121 883 547 416 336 2238 339 319 96 223 312 256 234 212 187 103 83 77 2189 248 1941 1918 63 1855 81 1774 111 1663 1643 82
is_linear=0
shrinkage=0.0530633


Tree=3161
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 43 4 10 2 10 131 2 52 14 3 4 157 4 158 43 13 403 15 43 49 50 1213
split_gain=1.39935 0.425139 0.301019 0.276042 0.228709 0.214688 0.274376 0.252359 0.233649 0.207975 0.191374 0.32619 0.324083 0.216881 0.446837 0.251848 0.282863 0.208141 0.181053 0.173917 0.180591 0.22237 0.193742 0.18152 0.319245 0.495282 0.370968 0.364746 0.329203 0.322548
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -0.11171999999999999 -0.11720999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.090030000000000013 0.31358000000000003 -0.065544999999999978 -0.10708499999999999 0.12745000000000004 0.50996500000000011 -0.50331999999999988 0.053180000000000012 0.085030000000000008 0.054355000000000007 -0.085384999999999975 0.104315 0.085935000000000025 0.0010100000000000003 0.085970000000000005 0.083090000000000011 0.066460000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -5 -10 11 12 -2 14 15 -13 -17 -18 -12 -3 23 22 -22 24 25 27 29 28 -21 -27
right_child=10 19 -4 4 -6 6 -8 -9 9 -11 18 13 -14 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013074955680743817 0.00095322275111770188 0.011590310482537161 -0.0022026855160598726 0.0070971626811950662 0.010978628658006246 0.00071914615689818752 0.002283283513045757 0.0073741711787128515 0.0035609187478074585 -0.0021694958929636588 -0.0057636636392295491 -0.0031082434117939463 0.0084734779282005894 0.0061910965652372339 -0.0077501495789928376 0.0096701590500015491 -0.001953284842840988 0.003947007192523202 0.0020170626880300266 0.0043862650093812105 0.0034710577549014071 0.0083601365765525893 0.0079164045187375496 0.006627424945720212 0.0037269085689935052 0.017201329134708305 0.0072272885342737183 0.010842306748044987 0.0092795828924840829 0.0080929226549358683
leaf_weight=23 33 28 21 45 27 23 59 266 82 33 20 31 60 30 21 20 36 58 25 148 175 69 46 1416 57 52 38 81 78 20
leaf_count=23 33 28 21 45 27 23 59 266 82 33 20 31 60 30 21 20 36 58 25 148 175 69 46 1416 57 52 38 81 78 20
internal_value=0 0.00643152 0.0049614 0.00523102 0.00551211 0.00522157 0.00607122 0.00684453 0.00337359 0.00191654 0.00225645 0.00283218 0.005805 0.00142161 0.000559655 0.00176314 0.00308782 0.00168732 -0.00144104 0.00681703 0.00675572 0.00533945 0.00439633 0.00697303 0.00800548 0.00859033 0.0120997 0.0073329 0.00607511 0.0146712
internal_weight=0 2787 579 558 535 508 348 289 160 115 334 289 93 196 166 145 114 94 45 2208 2180 290 221 1890 474 417 110 307 226 72
internal_count=3121 2787 579 558 535 508 348 289 160 115 334 289 93 196 166 145 114 94 45 2208 2180 290 221 1890 474 417 110 307 226 72
is_linear=0
shrinkage=0.0609531


Tree=3162
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 2 4 52 51 51 4 0 48 48 124 133 1 483 1 8 4 16 128 128 3 4 149 1209 399 13
split_gain=1.13347 0.344362 0.243825 0.223594 0.195213 0.360249 0.332443 0.405057 0.237098 0.320729 0.228702 0.358805 0.233693 0.496899 0.194739 0.186864 0.176252 0.219346 0.168703 0.161866 0.248487 0.156865 0.232416 0.220479 0.265173 0.221621 0.26553 0.224969 0.218399 0.206944
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.079055000000000014 0.090790000000000023 -0.011209999999999999 -0.084699999999999984 0.10736500000000002 0.091630000000000003 0.42642000000000008 -0.14454499999999995 -0.065739999999999979 0.078735000000000013 -0.083769999999999983 0.084655000000000022 0.16773500000000005 0.098395000000000024 0.081315000000000012 0.078785000000000008 0.40124500000000002 -0.083539999999999989 0.11170500000000001 0.079650000000000012 -0.08867499999999999 0.0033150000000000007 0.079625000000000015 -0.085744999999999988 0.088190000000000018 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 18 7 -5 9 10 11 12 -7 -14 -8 -13 17 -2 -6 20 21 28 23 25 29 26 27 -23 -3 -25
right_child=16 19 -4 4 5 8 14 -9 -10 -11 -12 15 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011310518015776963 0.0019100429803930185 0.006402825252563726 -0.0019054374072746 0.0039881548427347265 0.012584966846095587 0.0062826649293216278 0.0010753141528592571 -0.0066851983603750924 0.0098188053187989194 -0.0029966532612504819 0.0091729156608150366 0.0049529728338077901 -0.0070741344549102719 0.0028325656211831574 0.0081743288772438347 0.011029808880034386 -0.0029969171953839685 0.0082528164423848315 0.0070011056235397898 0.011143737518650269 0.00080378958795654159 0.0004752225648898934 0.00087505378883264524 0.0097136580616513524 0.014450013812531096 0.003378422834438084 0.012310220610035687 0.0057892740739045687 0.010817197060387196 0.003409918487514354
leaf_weight=23 291 623 21 26 26 25 21 23 26 21 32 132 25 57 36 20 23 20 65 20 33 28 35 39 20 148 21 1167 41 33
leaf_count=23 291 623 21 26 26 25 21 23 26 21 32 132 25 57 36 20 23 20 65 20 33 28 35 39 20 148 21 1167 41 33
internal_value=0 0.0055636 0.00429187 0.0045251 0.00476826 0.00532455 0.00251689 -0.00102179 0.00444364 0.00399571 0.00450031 0.003923 0.00132401 -0.00018777 0.0055589 0.00575256 0.00195195 0.00231794 0.00859649 0.00589708 0.00584913 0.00592639 0.00559282 0.00570623 0.00848218 0.005519 0.00577953 0.00566476 0.0066754 0.00682444
internal_weight=0 2787 579 558 535 429 106 49 338 312 291 259 107 82 57 152 334 311 91 2208 2188 2155 1491 1456 92 1364 1216 1195 664 72
internal_count=3121 2787 579 558 535 429 106 49 338 312 291 259 107 82 57 152 334 311 91 2208 2188 2155 1491 1456 92 1364 1216 1195 664 72
is_linear=0
shrinkage=0.0585862


Tree=3163
num_leaves=31
num_cat=0
split_feature=4 3 2 39 40 0 0 15 2 13 4 13 15 34 0 15 16 483 52 12 3 15 40 13 130 49 3 4 42 481
split_gain=0.970311 0.394449 0.305773 0.265625 0.252698 0.236488 0.375391 0.369265 0.386873 0.327164 0.294567 0.273549 0.271339 0.199168 0.317854 0.199785 0.174141 0.253321 0.233474 0.225728 0.226746 0.639935 0.270236 0.359079 0.228972 0.204256 0.340272 0.589703 0.466283 0.193485
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 -0.08440499999999998 -0.10474999999999998 -0.13027499999999997 -0.41396999999999995 0.14753000000000002 -0.41572999999999993 0.42642000000000008 -0.092534999999999992 -0.12255999999999999 -0.010024999999999997 -0.010949999999999998 -0.46471999999999997 -0.071854999999999988 0.083960000000000021 -0.53964499999999982 0.11734000000000001 0.10893000000000001 -0.0088349999999999974 0.051255000000000002 0.18141000000000002 -0.0091299999999999975 -0.23803499999999997 -0.10217499999999997 -0.069389999999999993 0.084635000000000016 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 13 -9 -2 11 -11 -13 -7 15 -15 17 -6 -18 20 22 -22 23 24 -20 -26 27 28 -27 -28
right_child=5 -3 -4 4 16 7 -8 8 -10 10 -12 12 -14 14 -16 -17 18 -19 19 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.0096713453386938278 -0.0037769918092897792 0.00069070518037828003 -0.0013646351484163154 0.0012188501973948492 0.0048492826642316618 -0.0014198306450652436 0.0075606802314851758 0.00027168974472168003 -0.0085837138977345722 0.00555003493925065 0.0068731287088333454 -0.0053637892552769011 0.0019695352617022932 0.0039003070319172063 0.0064855308939604827 -0.0016358305795720169 0.0059628383473350104 0.0080401066237518713 -0.00074077737050357321 0.00082404956234728049 0.0070568204427322798 -0.0051345622034832776 -0.0010021388889758995 0.0091054504787113303 0.009402265171139651 0.007735491808988651 0.0043181746788430453 -0.0051193406172695697 -0.0014945841724792689 0.007856552672624759
leaf_weight=26 23 73 23 60 1044 38 37 33 21 26 34 21 35 30 40 39 172 69 24 57 21 24 25 40 20 35 938 27 24 42
leaf_count=26 23 73 23 60 1044 38 37 33 21 26 34 21 35 30 40 39 172 69 24 57 21 24 25 40 20 35 938 27 24 42
internal_value=0 0.00438961 0.0044907 0.00454156 0.00449069 0.00163009 0.0029952 0.000434762 -0.00317208 0.00177993 0.00288174 0.00122677 -0.000780461 0.00175972 0.00286819 0.000771186 0.00456732 0.0050471 0.00419879 0.00396119 0.00410776 0.00055475 0.00424383 0.00435788 0.00418679 0.00429569 0.00419988 0.00112384 0.00398088 0.00446982
internal_weight=0 2744 2671 2648 2622 377 176 201 54 139 116 82 56 147 109 69 2562 1113 1449 1277 1220 45 1175 1150 1110 1086 1066 86 59 980
internal_count=3121 2744 2671 2648 2622 377 176 201 54 139 116 82 56 147 109 69 2562 1113 1449 1277 1220 45 1175 1150 1110 1086 1066 86 59 980
is_linear=0
shrinkage=0.0510028


Tree=3164
num_leaves=31
num_cat=0
split_feature=4 3 2 39 40 0 9 0 13 132 4 13 15 0 14 157 157 14 43 1453 52 1453 482 16 52 52 48 49 484 129
split_gain=0.785952 0.319504 0.247676 0.215156 0.20539 0.191555 0.317292 0.304066 0.265003 0.243501 0.238599 0.221574 0.219785 0.167622 0.215724 0.155215 0.251567 0.164376 0.15227 0.151145 0.177258 0.155402 0.154953 0.170873 0.292394 0.256287 0.318032 0.300936 0.271115 0.22811
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 -0.084709999999999994 -0.10474999999999998 -0.084244999999999987 -0.13027499999999997 -0.41572999999999993 0.093030000000000015 0.42642000000000008 -0.092534999999999992 -0.12255999999999999 -0.081894999999999982 -0.47071999999999997 -0.50331999999999988 -0.28320499999999993 -0.10708499999999999 -0.085594999999999991 -0.13306499999999996 -0.57009999999999994 -0.084064999999999987 0.11816500000000001 -0.010264999999999998 -0.10925999999999998 -0.04127999999999999 0.085845000000000019 -0.069799999999999987 0.079595000000000013 0.11234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 18 7 -7 8 -2 13 11 -10 -13 -8 -15 -6 -17 -18 -5 -19 -21 -22 23 24 -23 26 -26 -28 29 -27
right_child=5 -3 -4 4 15 6 9 -9 10 -11 -12 12 -14 14 -16 16 17 19 -20 20 21 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0098023550469782169 -0.0038281555836272591 0.00070006158471515811 -0.0013831208283779104 0.0033239855763744254 0.0086669258572347873 -0.0064245122668541536 -0.0021897726122922633 0.0076630984731050188 0.005625216595388477 -0.0041890449761175135 0.0069662333440158701 -0.0054364480936288945 0.0019962149294400883 0.0079097861501332412 0.0017834014734856188 0.00045929478114948327 0.0094905795221038956 -0.00012721541657275396 -0.002896486277574811 0.0092830672934222699 0.0093019555014241927 0.0094333953264719578 0.0082978418750640701 0.0038593171966006946 -0.0021369390639479182 0.0046358043561049054 0.0091195324047521828 0.00053802145725995588 0.0083620215022835818 0.010408035241253149
leaf_weight=26 23 73 23 37 31 20 26 37 26 24 34 21 35 23 108 48 23 22 20 27 23 45 36 866 39 1256 26 28 72 23
leaf_count=26 23 73 23 37 31 20 26 37 26 24 34 21 35 23 108 48 23 22 20 27 23 45 36 866 39 1256 26 28 72 23
internal_value=0 0.00444907 0.00455153 0.00460308 0.00455152 0.00165217 0.000440652 0.00303578 0.00180404 0.00119923 0.00292077 0.00124339 -0.000791034 0.00202292 0.00285903 0.00462731 0.00457789 0.00465741 0.00114136 0.00461228 0.00465499 0.00460323 0.00455803 0.00450086 0.00487398 0.00473189 0.0018154 0.00466986 0.00493266 0.00473961
internal_weight=0 2744 2671 2648 2622 377 201 176 139 181 116 82 56 157 131 2565 2534 2486 57 2463 2441 2414 2391 2355 1489 1444 93 54 1351 1279
internal_count=3121 2744 2671 2648 2622 377 201 176 139 181 116 82 56 157 131 2565 2534 2486 57 2463 2441 2414 2391 2355 1489 1444 93 54 1351 1279
is_linear=0
shrinkage=0.0574375


Tree=3165
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 1 4 14 2 4 457 1 1 3 12 47 3 12 39 1375 15 10 42 0 11 4
split_gain=145.197 23.2125 14.0765 12.0463 8.23844 7.41393 5.48624 3.82069 3.78239 3.35674 3.18561 3.14136 3.02793 2.08553 1.40719 2.08973 1.37568 1.31575 0.999326 0.911743 0.865171 0.810781 0.781081 0.674956 0.66482 0.890897 0.656327 0.633749 0.606825 0.603729
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.090425000000000019 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.14960000000000004 0.40945500000000007 0.080930000000000016 0.084525000000000003 0.087135000000000004 -0.14186499999999996 0.082480000000000012 0.090100000000000013 -0.010424999999999999 0.095780000000000018 0.089790000000000023 0.083830000000000002 -0.40580499999999992 -0.38124499999999995 0.090545000000000014 -0.026509999999999995 1.0000000180025095e-35 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 6 7 11 12 -5 29 16 13 -4 17 -16 -1 28 -18 -3 -15 22 23 -19 -14 -26 -2 -7 -9 -6
right_child=1 2 8 9 10 27 -8 14 -10 -11 -12 -13 24 20 15 -17 18 21 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016287302296958254 0.001628049780482745 0.00040254517125398048 0.00046564233865927044 0.0013240560494735168 0.001599218962108977 0.0010268737135226986 0.00064344906436308662 0.0014034609207594887 0.00065989521387837689 0.00058926343851890828 0.00057963921481194889 0.0020342753270945861 -9.2999678137117487e-05 0.00021526305453894101 0.0014820591725456934 0.00068936960793692563 0.0012618618339230083 0.0014931950758647265 0.0015350809615927001 0.0007373793987785509 -0.00012771125226980327 0.0013647044776415088 0.0011400880477628378 0.0018193926550481546 -0.00020024528310781615 -0.00070859847485140902 0.0012488964861829353 0.00059225278397719505 0.0017699762008659731 0.001211783457129124
leaf_weight=970 50 192 48 34 20 22 24 21 34 63 29 59 30 41 27 21 55 368 351 34 72 294 21 24 25 24 24 26 68 50
leaf_count=970 50 192 48 34 20 22 24 21 34 63 29 59 30 41 27 21 55 368 351 34 72 294 21 24 25 24 24 26 68 50
internal_value=0 0.000509263 0.00038624 0.00149768 0.000651516 0.00152454 0.00153982 0.00154926 7.15889e-05 0.00084682 0.00110488 0.00160844 -1.17545e-05 0.00013653 0.00144864 0.00113526 0.00159018 0.00146753 0.00149807 0.000452918 -3.26925e-06 0.00144035 0.0014942 0.00151317 -0.000313956 -0.000449235 0.00150508 0.000791454 0.0016835 0.00132248
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 99 1435 240 161 844 48 1376 796 406 226 113 707 413 392 79 49 74 48 89 70
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 99 1435 240 161 844 48 1376 796 406 226 113 707 413 392 79 49 74 48 89 70
is_linear=0
shrinkage=0.00188464


Tree=3166
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 0 4 0 2 41 15 41 43 2 13 2 4 15 16 0 160 0 3 160 4 0
split_gain=40.4829 4.95145 4.87833 4.03132 2.50439 2.03195 1.86921 1.77604 1.03318 0.968565 0.958392 1.17973 1.36409 0.92051 0.840831 0.643135 0.619181 0.847862 0.599116 0.561205 0.773012 0.717569 0.475144 0.474674 0.604184 0.471431 0.509225 0.465087 0.449471 0.414978
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.40124500000000002 0.13082500000000002 0.033845000000000007 -0.23194499999999998 -0.15464999999999998 -0.067094999999999988 0.092235000000000025 0.075585000000000013 0.13592500000000005 0.083525000000000016 -0.025214999999999998 0.11177500000000001 -0.0093149999999999986 0.098035000000000011 -0.064054999999999987 -0.084564999999999987 -0.052894999999999991 -0.11437499999999999 0.08443500000000001 -0.10011499999999998 -0.045649999999999989 -0.52336499999999997 -0.036839999999999991 0.024095000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 13 28 29 14 -1 -6 12 -12 23 25 -15 18 -18 -2 20 -11 -22 -21 24 -4 -7 27 -27 -5 -3
right_child=1 7 5 6 10 8 -8 -9 -10 19 11 -13 -14 15 -16 -17 17 -19 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015561978293083525 0.00061819512754440135 0.00039009665495678487 0.0008493437521456058 0.0013633396101256877 0.0011490177914932778 0.0014695446140676575 0.00064867149558610869 0.00080571283658256287 0.0010302669250954923 0.0013810853099721109 0.0011092670682480287 0.00047193264654835993 0.00074115496325755429 0.0016822569132710855 0.0008419591130742123 0.0012999142384720027 0.0010207204607634822 0.00063556574629088558 0.00029922095719215187 0.0011930331672771793 0.0012131512561803686 0.00077433088638064536 0.00084753915486033486 0.0012885434853707513 0.0013003337417743974 0.00098943171620953334 0.00090358079541245407 0.0012273432793522903 0.0010895254582118849 0.00014709009009865589
leaf_weight=22 68 160 21 32 40 26 33 38 156 52 62 30 93 37 23 29 27 97 32 24 40 21 38 1148 23 32 20 594 72 31
leaf_count=22 68 160 21 32 40 26 33 38 156 52 62 30 93 37 23 29 27 97 32 24 40 21 38 1148 23 32 20 594 72 31
internal_value=0 0.000647276 0.00120644 0.000787536 0.00101777 0.00124419 0.00104729 0.000426167 0.00117165 0.00117604 0.000879203 0.000820865 0.0008884 0.00129327 0.00120338 0.00151426 0.000628668 0.00071943 0.000516123 0.00112824 0.00120888 0.00106208 0.000981279 0.00128103 0.00108509 0.00121575 0.00120553 0.00121518 0.00117378 0.000350656
internal_weight=0 590 2531 361 422 2109 137 229 851 197 225 185 155 1258 695 66 224 124 100 175 113 61 62 1192 44 672 646 626 104 191
internal_count=3121 590 2531 361 422 2109 137 229 851 197 225 185 155 1258 695 66 224 124 100 175 113 61 62 1192 44 672 646 626 104 191
is_linear=0
shrinkage=0.00192234


Tree=3167
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 13 4 0 0 1447 1212 16 481 4 3 0 40 15 3 48 147 160 130 1213 484 480 11 481 48 0
split_gain=1.10719 0.416316 0.303421 0.338095 0.277183 0.289977 0.24265 0.318323 0.273421 0.303102 0.317877 0.334104 0.292811 0.248644 0.20446 0.199665 0.349766 0.277025 0.26417 0.228768 0.253187 0.19044 0.187582 0.194768 0.186583 0.183646 0.186631 0.205319 0.206737 0.202348
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.051255000000000002 0.40528500000000006 -0.082249999999999976 -0.026509999999999995 -0.087084999999999982 -0.085804999999999979 0.091580000000000009 -0.08231999999999999 -0.081539999999999987 -0.51843499999999987 0.11296500000000002 -0.10836499999999999 -0.078554999999999986 -0.41396999999999995 -0.0025099999999999996 0.11951500000000001 0.08789000000000001 -0.54913999999999985 0.09721500000000001 -0.09280999999999999 0.096415000000000015 -0.095389999999999989 1.0000000180025095e-35 -0.051484999999999996 -0.089814999999999992 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 14 -4 -10 12 -12 -11 -14 21 16 -2 24 -19 20 -18 -8 23 -15 -17 -23 27 -27 -29 -30
right_child=15 -3 4 -5 -6 -7 7 -9 9 10 11 -13 13 22 -16 17 19 18 -20 -21 -22 25 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0045679481126134078 -0.0035361536426514891 0.00091729590578254786 0.0086667271536912741 0.0049587710686527335 9.991653928524043e-05 0.010972343345225292 0.0090396714626339372 -0.00050528897645566058 -0.0007810748433435766 0.011391590365743297 0.0069952076502760507 -0.0015801561938528202 0.010539178114310949 0.011358365063934771 0.00021067538203565844 0.0028355667705327122 0.0065130367806900602 0.00056869092056534949 -0.0071475419551988101 -0.0013894454283598298 0.00081032875976832564 -0.0003038148067833964 0.00060130360894287158 0.0056566465880748549 -0.0026866740096588492 0.0070275885782520413 0.00907973426623126 0.0095568269932003042 0.0033767643539138778 0.0050603352967230923
leaf_weight=21 21 73 119 27 32 29 39 33 22 35 25 34 36 20 27 124 98 34 24 20 33 20 22 379 23 150 37 29 276 1259
leaf_count=21 21 73 119 27 32 29 39 33 22 35 25 34 36 20 27 124 98 34 24 20 33 20 22 379 23 150 37 29 276 1259
internal_value=0 0.00511286 0.00522752 0.000790831 0.00530871 0.00537305 0.00530967 0.00497629 0.00621054 0.00570044 0.00595923 0.00205347 0.0064276 0.00604743 0.00507477 0.00185831 0.00327308 0.000671274 -0.00262423 0.00422006 0.00507648 0.00514732 0.00566334 0.00594245 0.00197154 0.00506161 0.00512289 0.00503748 0.00484661 0.00475762
internal_weight=0 2744 2671 48 2623 2591 2562 1870 692 573 551 59 492 457 1837 377 172 205 58 151 131 1810 421 399 147 1771 1751 1714 1564 1535
internal_count=3121 2744 2671 48 2623 2591 2562 1870 692 573 551 59 492 457 1837 377 172 205 58 151 131 1810 421 399 147 1771 1751 1714 1564 1535
is_linear=0
shrinkage=0.0563112


Tree=3168
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 47 1 49 16 16 2 1 0 47 13 15 4 1 16 3 1 49 52 16 15 3 1
split_gain=125.155 19.863 10.1175 9.35011 6.4214 5.99223 4.0008 3.85832 3.54009 2.77183 2.13588 2.11853 1.81586 1.76671 1.63719 1.79191 1.50164 1.24847 1.23806 0.979441 1.21791 1.19829 1.14564 0.907012 0.906802 0.896008 0.816674 0.778566 0.873075 1.39995
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.11690500000000002 0.062655000000000016 0.13501500000000002 0.085505000000000012 0.09253500000000002 -0.054984999999999992 -0.52595999999999987 -0.042349999999999992 0.14960000000000004 0.089770000000000016 -0.095504999999999993 0.10648500000000001 0.049530000000000012 1.0000000180025095e-35 -0.013125 0.075045000000000014 -0.45661999999999997 -0.097174999999999984 0.13075500000000004 -0.009244999999999998 0.12418000000000001 0.0057500000000000008 0.024640000000000006 -0.12018999999999998 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 16 14 11 13 -4 -2 -6 -10 18 27 -16 26 -17 25 20 22 -21 -13 -5 -23 -7 -3 28 29 -1
right_child=1 5 9 23 7 8 -8 -9 12 -11 -12 19 -14 -15 15 17 -18 -19 -20 21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018115764421880092 0.00097755462134484043 0.0006599697202390953 0.0015367575870631337 0.00083098520823066525 0.00099252140711224269 0.00016672851260516515 0.002251226477095393 0.0010239529711029984 0.00049366444299350082 0.00084206985702191478 0.0016293971716459365 0.0012935586548632099 0.0011519717241278273 -5.3905682328391799e-05 0.0012950735655917597 0.0017638348420142276 0.0013140399629871051 0.0013745447007764504 0.00073819884032108422 0.0018814925628974901 0.0018845471748290886 0.0010823380954417528 0.0016845420101525535 0.00037996628705193016 0.001521612030693329 0.00059761193486443463 0.0010158689659517989 0.001845089860736941 0.0017709932848981389 0.0011022567268981433
leaf_weight=23 23 110 34 60 21 96 70 48 49 63 121 35 24 67 48 220 20 37 24 33 96 20 163 24 187 23 32 736 594 20
leaf_count=23 23 110 34 60 21 96 70 48 49 63 121 35 24 67 48 220 20 37 24 33 96 20 163 24 187 23 32 736 594 20
internal_value=0 0.000751408 0.00170615 0.00122201 0.00173176 0.000510288 0.00179194 0.00155728 0.000338138 0.00108557 0.00152528 0.00160341 0.000710094 0.000208839 0.00177278 0.00164284 0.00081102 0.00170779 0.000331943 0.00162743 0.0017033 0.00153449 0.00161543 0.000702123 0.00147917 0.000250009 0.000740172 0.00180165 0.00175146 0.00148166
internal_weight=0 673 2448 228 2351 445 1748 603 283 97 144 555 73 210 1678 305 162 257 143 534 294 240 198 84 207 119 142 1373 637 43
internal_count=3121 673 2448 228 2351 445 1748 603 283 97 144 555 73 210 1678 305 162 257 143 534 294 240 198 84 207 119 142 1373 637 43
is_linear=0
shrinkage=0.00196078


Tree=3169
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 40 151 151 52 4 13 401 3 12 401 401 42 43 1424 130 16 0 12 160 4 159 2 16 49 2
split_gain=1.22479 0.356599 0.357564 0.405067 0.286611 0.286121 0.281928 0.349527 0.234377 0.226407 0.24496 0.211653 0.21054 0.259168 0.179196 0.221267 0.1815 0.294997 0.180521 0.175884 0.194237 0.197185 0.173918 0.199982 0.214558 0.210762 0.188064 0.182232 0.222226 0.172848
threshold=0.11866500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.051255000000000002 -0.15147499999999997 -0.086824999999999986 -1.0000000180025095e-35 0.36766000000000004 -0.23438999999999996 0.080710000000000018 0.31299000000000005 -0.42850999999999995 0.086285000000000014 0.092860000000000012 0.086375000000000021 -0.0057949999999999989 1.0000000180025095e-35 -0.0060099999999999989 0.061255000000000011 -0.10474999999999998 0.11734000000000001 -0.10828499999999998 -0.0086549999999999978 -0.25132999999999994 0.11237500000000002 -0.43320999999999993 0.087720000000000006 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -8 -5 10 -9 22 19 -14 18 -16 -17 -18 -6 -2 21 -21 23 25 29 -12 27 -26 -29 -25
right_child=12 5 3 8 14 -7 7 9 -10 -11 11 -13 13 -15 15 16 17 -19 -20 20 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0024741634717118824 -0.0014564762068728992 0.010539807668712141 0.015809654105503602 0.011012533951464594 0.0057866252844304489 -0.0025829181792488411 -0.001391891996993291 0.0007087323998379066 0.0018639733666348708 0.0017288922877921153 0.0057518012027642559 0.0011024756327581498 0.003560087257311747 -0.0030321068250923917 0.012158508391363738 0.0046459191248033145 0.012702125254933814 0.0054624448396725445 0.01149666212524382 0.005555560295085896 0.0060759353116295956 0.00094307541314015341 0.0025712028060012448 0.0083224289593615969 0.0065612800471789986 0.013604857494185387 0.0063905773610199801 -0.003867535062661086 0.0036519094716358151 0.0044023129230306209
leaf_weight=84 31 28 28 20 1731 20 35 40 20 77 23 35 34 57 34 72 37 44 20 46 66 118 49 136 24 26 72 25 32 57
leaf_count=84 31 28 28 20 1731 20 35 40 20 77 23 35 34 57 34 72 37 44 20 46 66 118 49 136 24 26 72 25 32 57
internal_value=0 0.00564832 0.00603485 0.0102971 0.00589151 0.00445855 0.00467225 0.00441188 0.00643825 0.00475271 0.00520133 0.00557649 0.001906 -0.000569089 0.00603963 0.00779798 0.00682897 0.00876946 0.00585185 0.00276896 0.00333848 0.00223682 0.00592918 0.00634573 0.00583973 0.00991873 0.0041684 0.00219313 0.000353907 0.00716467
internal_weight=0 2769 2090 68 2022 679 659 631 40 596 519 479 352 91 1938 187 153 81 1751 261 230 164 444 395 346 49 153 81 57 193
internal_count=3121 2769 2090 68 2022 679 659 631 40 596 519 479 352 91 1938 187 153 81 1751 261 230 164 444 395 346 49 153 81 57 193
is_linear=0
shrinkage=0.0597579


Tree=3170
num_leaves=31
num_cat=0
split_feature=4 3 2 3 12 10 16 14 4 149 12 394 13 4 0 159 52 480 42 43 13 42 3 1209 2 40 2 157 13 42
split_gain=1.00763 0.352626 0.286415 0.231314 0.225197 0.241669 0.21529 0.327419 0.321797 0.29507 0.197553 0.239438 0.172612 0.157014 0.234248 0.224437 0.4396 0.270779 0.317781 0.532763 0.199821 0.294678 0.198501 0.180215 0.15561 0.166494 0.154116 0.213184 0.233211 0.202631
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.4179199999999999 -1.0000000180025095e-35 0.50996500000000011 0.077335000000000015 -0.010834999999999999 -0.081984999999999988 0.086705000000000018 -0.082249999999999976 -0.026509999999999995 -0.085489999999999997 0.11277500000000001 0.086995000000000017 0.088060000000000013 -0.035139999999999991 -0.092094999999999982 0.084635000000000016 0.11296500000000002 -1.0000000180025095e-35 -0.090999999999999984 -0.0061149999999999998 0.084305000000000005 -0.052249999999999991 -0.017449999999999997 -0.013389999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -2 -6 9 8 -8 12 11 -1 -7 15 22 -12 17 18 20 -20 -17 23 -15 -22 -13 -26 -25 -28 -29 -30
right_child=3 -3 -4 -5 5 6 7 -9 -10 -11 13 24 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 26 25 -27 27 28 29 -31
leaf_value=0.0077320170867670839 0.004954409611406853 0.00080743827487157977 -0.0011469958022335563 -0.0035765623149902033 -0.0033518621103883271 0.002646774860810623 0.0058540638355192272 -0.0041318567382429257 -0.00081102241818842692 0.0081582563711737784 0.0085691757733619249 -0.001684888983820302 -0.001617374273159529 0.0042523611228558918 -0.00059407694265732603 0.0093912650019275287 -0.00024667677798164193 0.00037543919600476307 0.0049376859459396155 0.013971456358390113 0.00092132047630254807 -0.00037454178769855356 9.8704577682215292e-05 0.0065761459601701433 0.0034400354762854153 -0.00054240984575854359 0.0075035785931133947 -0.0009073241947909369 0.0057651686690732493 0.0030103202783148433
leaf_weight=21 44 73 23 20 24 140 27 32 44 20 38 20 26 1692 24 22 38 27 38 25 24 25 27 132 148 29 50 20 133 115
leaf_count=21 44 73 23 20 24 140 27 32 44 20 38 20 26 1692 24 22 38 27 38 25 24 25 27 132 148 29 50 20 133 115
internal_value=0 0.00410304 0.00419311 0.00145314 0.00173492 0.00128234 0.00166719 -9.55794e-05 0.00172359 0.00264334 0.00423949 0.00285353 0.0019789 0.00436383 0.00412129 0.00497919 0.00476899 0.00508093 0.00529848 0.00852252 0.00490863 0.00471099 0.00418712 0.00497922 0.00233349 0.00278754 0.00519564 0.0046226 0.0040851 0.00448772
internal_weight=0 2744 2671 377 357 313 289 103 71 186 2648 218 166 2430 1743 687 649 611 584 63 521 499 1719 474 197 177 450 318 268 248
internal_count=3121 2744 2671 377 357 313 289 103 71 186 2648 218 166 2430 1743 687 649 611 584 63 521 499 1719 474 197 177 450 318 268 248
is_linear=0
shrinkage=0.0480611


Tree=3171
num_leaves=31
num_cat=0
split_feature=1 4 3 3 1 4 1 2 2 0 12 12 150 4 0 13 1 4 1 12 52 4 0 147 151 3 0 160 43 4
split_gain=95.9377 10.9732 10.008 8.37557 4.47855 4.14377 3.85448 2.96674 2.63971 2.56139 2.34153 2.20231 2.07172 1.69029 1.52661 1.20034 1.16469 1.05182 1.0029 0.97557 0.849345 0.77898 0.716954 0.697918 0.697248 0.912222 0.521129 0.492301 0.65203 0.48809
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 -0.059315 0.08864000000000001 0.36766000000000004 0.12958500000000003 0.13404500000000005 0.14753000000000002 -0.14832499999999996 -0.010834999999999999 0.051320000000000005 1.0000000180025095e-35 0.0082450000000000006 -0.23194499999999998 -1.0000000180025095e-35 0.122715 0.024790000000000003 0.15471500000000002 0.091475000000000015 -0.061194999999999992 -0.49013999999999996 -0.23194499999999998 0.088610000000000008 -0.080384999999999984 0.084940000000000015 -0.10151999999999999 -0.082179999999999989 -0.093959999999999988 -0.50262499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 9 23 14 15 -1 -6 -11 22 19 -4 20 -2 -17 -8 26 -5 -16 -12 -3 -23 -26 -13 28 -21 -28
right_child=1 6 4 8 10 -7 18 -9 -10 11 12 13 -14 -15 21 17 -18 -19 -20 27 -22 24 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0019662839961122757 0.0014363241768138191 0.00068731022862097838 0.0019833845069501667 0.00050013428404509187 0.00083372569776965239 0.00077812810511153189 0.00025722727771469495 0.00093687780527988782 0.0002270598301237882 0.0010692118743154543 0.0010689809540288806 0.0013317305678094385 0.00085098753288267179 0.0014156328223929138 0.0016963486178875654 0.0012289703219304751 0.00098881189269356645 0.00069002746857673846 -0.00011225582030679805 0.0011539289076848013 0.00086425116764770379 0.0017289967589591518 0.0014810327101459728 0.00030401333872164682 0.0014345695444693907 0.0010926814277312754 0.0019276920774986463 0.0015585089755296823 0.0015093301045633028 0.0016317341869697204
leaf_weight=62 83 107 22 58 93 24 121 40 41 32 20 21 37 211 41 32 29 23 35 27 40 22 71 21 145 36 21 481 65 1060
leaf_count=62 83 107 22 58 93 24 121 40 41 32 20 21 37 211 41 32 29 23 35 27 40 22 71 21 145 36 21 481 65 1060
internal_value=0 0.000649318 0.00151011 0.00090188 0.00127439 0.0015721 0.00037719 0.00142499 0.000660232 0.00158172 0.00106586 0.00156929 0.00123453 0.00157778 0.00149839 0.000776311 0.00132045 0.00100359 0.00017433 0.0015982 0.000648753 0.00145466 0.00139047 0.000624426 0.00140585 0.00136657 0.00163166 0.00153387 0.00140503 0.00163748
internal_weight=0 590 2531 306 527 2004 284 306 194 1980 221 1918 128 1886 266 153 112 55 156 1675 98 244 91 128 203 181 1102 573 92 1081
internal_count=3121 590 2531 306 527 2004 284 306 194 1980 221 1918 128 1886 266 153 112 55 156 1675 98 244 91 128 203 181 1102 573 92 1081
is_linear=0
shrinkage=0.00192234


Tree=3172
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 3 3 2 14 11 52 49 3 2 1 2 12 43 159 457 47 1 1 13 51 0 49
split_gain=58.6272 9.77706 4.84688 4.53769 3.50941 3.11071 2.758 2.1042 1.87356 1.83983 1.68984 1.63769 1.25952 1.08353 1.07529 1.0263 0.941225 0.844425 1.0008 0.863249 0.835457 0.76403 0.638783 0.586674 0.566195 0.564557 0.851026 0.598573 0.594811 0.548419
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.40124500000000002 0.089885000000000007 0.092845000000000025 0.31370500000000007 0.076840000000000006 0.14960000000000004 0.062655000000000016 1.0000000180025095e-35 0.056145000000000007 -0.054984999999999992 -0.11171999999999999 0.094835000000000017 0.088975000000000012 0.097845000000000015 0.095780000000000018 -0.016814999999999997 0.082585000000000006 0.083570000000000019 0.090280000000000013 0.13075500000000004 0.085760000000000017 0.049530000000000012 0.11144500000000002 -0.097024999999999986 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 21 6 11 16 9 24 12 25 15 -10 -2 20 -1 19 -19 -17 -8 22 -3 -16 -6 27 28 -4 -27 -18
right_child=1 4 5 -5 8 -7 10 -9 13 -11 -12 -13 -14 -15 23 17 29 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016320853340191666 0.00097423902786601224 0.001041702853595612 0.0015821094150602932 0.00078942567852684881 0.00065527265998493686 0.00080896636924030732 0.0014108191366289176 0.00086927934352195625 0.00013476180180517676 0.00090126568467502354 0.00088269043574358682 0.0018760222381626079 0.0016657918947743204 0.00059115159842703085 0.0015790412828396751 0.0015096245985078247 0.0009686825924790373 0.00084560638841460728 0.0013900153970648893 0.0013687095343011256 0.00092169430265562043 0.00063916448723828521 0.00072325389573280822 0.0013057432542365175 0.00038958270091735771 0.0012996311592201265 0.0012141925965746243 0.0012908184206953236 0.0015415926456345628 0.0013726096172459652
leaf_weight=28 23 91 865 84 51 25 25 66 60 64 22 60 81 30 58 379 24 20 37 299 29 38 33 63 78 44 40 28 348 28
leaf_count=28 23 91 865 84 51 25 25 66 60 64 22 60 81 30 58 379 24 20 37 299 29 38 33 63 78 44 40 28 348 28
internal_value=0 0.000821432 0.00147488 0.0011516 0.000652266 0.00149686 0.00150441 0.00112844 0.000520522 0.000629468 0.00141938 0.00155917 0.00143295 0.000286892 0.00136287 0.00140904 0.00134225 0.00142821 0.00119899 0.00144748 0.00114814 0.000882411 0.000956954 0.00143675 0.000494623 0.00154483 0.00148663 0.00157298 0.00151443 0.00118618
internal_weight=0 673 2448 228 445 2302 2277 146 283 193 892 1385 870 90 144 789 80 735 57 678 54 162 124 121 129 1325 432 893 392 52
internal_count=3121 673 2448 228 445 2302 2277 146 283 193 892 1385 870 90 144 789 80 735 57 678 54 162 124 121 129 1325 432 893 392 52
is_linear=0
shrinkage=0.00196078


Tree=3173
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 159 1 0 2 4 150 4 2 13 1 0 131 2 4 47 3 3 1 1 3
split_gain=98.5895 15.3964 9.91765 8.83157 5.65688 4.92196 3.12242 2.63209 2.51249 2.41416 2.16474 1.61418 1.65809 1.42232 2.13825 1.40691 1.26263 1.27239 1.00134 0.868628 1.05259 0.798153 0.865996 0.767735 0.738476 0.748791 0.728652 1.80901 0.710506 0.613681
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.10882500000000002 0.14960000000000004 0.09253500000000002 -1.0000000180025095e-35 0.089770000000000016 -0.10836499999999999 0.14285500000000004 0.40945500000000007 1.0000000180025095e-35 -0.55119499999999988 0.092365000000000017 0.049530000000000012 0.076935000000000017 -0.030209999999999997 0.086835000000000009 0.31358000000000003 0.022185000000000003 0.090100000000000013 1.0000000180025095e-35 -0.12018999999999998 0.075045000000000014 0.11588000000000001 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 28 15 -5 -4 16 -13 14 29 19 -1 26 -14 20 23 22 -15 -7 25 -3 27 -18 -6 -12
right_child=1 2 10 9 7 8 -8 -9 -10 -11 13 12 18 21 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022086511137591122 0.0016826712014729093 0.00066843507168286905 0.0010247165393355516 0.0015335621029210576 0.0017061481907910802 0.0016810316159350702 0.0021173039932021916 0.00084768816745281147 0.00096091420079956848 0.00091041783989787961 0.00064020552473790864 0.001232296884224712 0.0017064319560536397 0.000309650612489565 0.00040947068252420089 0.0011490249700059837 0.0018353245827530565 0.0016393508847803635 0.0013849134905218328 0.0017675121045784103 0.0012544789264617754 0.00060391844772141252 -0.00014135657918694478 0.0014778701206975158 0.0010875047267794398 0.00090459972870841475 0.0017902496789059324 0.0011170073008484448 0.0013366073484675843 0.0010693317286797784
leaf_weight=22 74 99 26 34 42 147 79 26 26 63 20 36 246 62 95 27 33 280 40 81 38 22 20 120 33 92 1156 20 33 29
leaf_count=22 74 99 26 34 42 147 79 26 26 63 20 36 246 62 95 27 33 280 40 81 38 22 20 120 33 92 1156 20 33 29
internal_value=0 0.000871656 0.000771463 0.00168613 0.000994129 0.00170913 0.00175045 0.00136442 0.00152916 0.00112884 0.000507352 0.00173463 0.00161348 0.000453112 0.000574406 0.00156494 0.00176045 0.00175383 0.00166146 0.00159403 0.00154795 0.000285167 0.000199649 0.00158972 0.000827169 0.00078219 0.00178034 0.00156426 0.00154355 0.000894178
internal_weight=0 673 599 2448 325 2351 1912 101 439 97 274 1833 322 248 144 413 1511 1489 286 386 305 104 82 267 224 191 1209 53 75 49
internal_count=3121 673 599 2448 325 2351 1912 101 439 97 274 1833 322 248 144 413 1511 1489 286 386 305 104 82 267 224 191 1209 53 75 49
is_linear=0
shrinkage=0.00188464


Tree=3174
num_leaves=31
num_cat=0
split_feature=1 12 3 49 97 2 10 160 2 15 151 4 455 51 52 0 12 41 13 133 475 12 150 156 482 16 2 484 42 52
split_gain=1.68296 0.31499 0.297984 0.283541 0.256114 0.435612 0.286438 0.223697 0.253164 0.590663 0.21179 0.220858 0.226543 0.207679 0.233672 0.210337 0.190187 0.254691 0.272189 0.274878 0.343476 0.408049 0.3053 0.255685 0.273044 0.233387 0.22453 0.270617 0.274027 0.208516
threshold=0.11146500000000002 0.051320000000000005 0.31299000000000005 -0.15302999999999997 -0.049229999999999996 0.11144000000000001 0.069930000000000006 -0.44404499999999997 0.11362000000000001 -0.03241999999999999 0.079100000000000018 -0.17966999999999997 1.0000000180025095e-35 -0.076794999999999988 -0.087769999999999987 -0.068944999999999992 0.086700000000000013 0.075585000000000013 -0.10664 0.08784500000000002 -0.085684999999999997 0.083875000000000019 0.09487000000000001 0.087575000000000014 0.077565000000000009 -0.0051099999999999991 0.087955000000000019 -0.081614999999999979 0.084895000000000012 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 -5 10 -10 11 -9 13 14 -13 -15 17 18 -3 20 21 -20 23 24 25 29 27 -21 -29 -22
right_child=2 16 -4 7 5 -7 -8 8 9 -11 -12 12 -14 15 -16 -17 -18 -19 19 26 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010828332709887003 -0.0006920338219212523 0.00073609759241306035 0.00032437503764069916 0.0097444633867314629 0.0071670623943885133 0.0023052286869266929 0.0015377093463915072 0.0076637222693444257 0.0053029495010359605 -0.0054290368188190854 -0.00021507295038588359 0.0045339709549430309 0.0097431670029454465 0.0053666287321602465 -0.0027255321493936131 0.00085807186711338789 0.0059286165555176417 0.010569739855492111 0.0062003045970363373 0.0013887808193853086 0.0075754785682080623 0.015869260555671033 0.0017429069956247784 0.012569462862827618 0.012765918273360136 0.0028700612799035831 0.0013346254863154481 0.0050027565066738952 0.012926308650552883 0.0024100670344877383
leaf_weight=20 38 20 111 21 116 215 31 70 35 23 22 24 20 185 24 33 1510 50 21 21 263 27 28 24 21 39 38 27 21 23
leaf_count=20 38 20 111 21 116 215 31 70 35 23 22 24 20 185 24 33 1510 50 21 21 263 27 28 24 21 39 38 27 21 23
internal_value=0 0.00597389 0.00270916 0.00476535 0.00337094 0.00379744 0.00597992 0.00450001 0.00424741 0.00104716 0.00473846 0.00504458 0.00440353 0.00400205 0.000904219 0.00468414 0.00624415 0.00700892 0.00669821 0.00691384 0.00748194 0.0116391 0.00698057 0.00737694 0.00701676 0.00664528 0.00454586 0.00631437 0.00846931 0.00716008
internal_weight=0 2610 511 477 400 362 147 457 436 58 378 356 286 266 48 218 2133 623 573 553 446 48 398 370 346 325 107 69 48 286
internal_count=3121 2610 511 477 400 362 147 457 436 58 378 356 286 266 48 218 2133 623 573 553 446 48 398 370 346 325 107 69 48 286
is_linear=0
shrinkage=0.0520229


Tree=3175
num_leaves=31
num_cat=0
split_feature=1 4 11 105 2 2 133 1 484 4 160 15 0 43 2 2 4 4 133 48 1 1451 1429 15 52 484 43 0 16 2
split_gain=1.40701 0.489056 0.38395 0.450519 0.384852 0.367557 0.2709 0.301937 0.334006 0.227577 0.287268 0.255923 0.219388 0.321337 0.579908 0.40742 0.491785 0.324284 0.275414 0.238742 0.214071 0.201575 0.241609 0.40497 0.1939 0.28206 0.258314 0.228701 0.205589 0.182674
threshold=0.096325000000000008 -0.15764999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.099515000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13534000000000004 -0.076559999999999975 0.42642000000000008 1.0000000180025095e-35 -0.46743999999999997 -0.074229999999999977 -0.084004999999999982 0.087245000000000003 0.097070000000000004 -0.07168999999999999 -0.52556499999999995 0.089595000000000022 0.091150000000000023 0.12000500000000001 0.088880000000000015 0.085625000000000021 -0.0079099999999999986 0.10024500000000001 -0.064309999999999992 -1.0000000180025095e-35 -0.071719999999999992 -0.050529999999999999 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 4 5 20 -6 8 -8 10 -10 -11 21 14 -14 -16 -17 -15 -18 24 -4 22 29 -24 25 -19 -26 -27 -28 -1
right_child=1 2 3 -5 6 -7 7 -9 9 11 -12 -13 13 17 15 16 18 19 -20 -21 -22 -23 23 -25 26 27 28 -29 -30 -31
leaf_value=0.0069142636279466568 0.0069728342083138625 -0.0051525762013779437 0.0048315893002434922 0.011865776760931359 -0.0023031296581393912 0.0060071346534449057 -0.0040797409796682668 -0.00089435026353977965 0.0018204929034807966 0.012364901098424478 0.0077074805372900684 0.0037520905210959494 -0.0066441385453862925 0.013403101629816601 0.010341177321516792 -0.005919352879148551 0.0083233119136219211 0.0023663387170439411 -0.00051422336439385294 0.00046513202409147902 -0.00034942243048933705 0.012291743780008132 0.0063448635308431872 -0.0037413377156992923 0.0086340225310603102 0.0037711841840605037 0.0040932425476052194 0.009055229688259215 -0.0032680040949030847 0.0033485164283121073
leaf_weight=1605 131 20 49 21 52 208 20 79 148 22 37 28 20 21 30 20 34 37 20 28 68 23 44 21 28 36 42 156 20 53
leaf_count=1605 131 20 49 21 52 208 20 79 148 22 37 28 20 21 30 20 34 37 20 28 68 23 44 21 28 36 42 156 20 53
internal_value=0 0.00360331 0.00301634 0.00323953 0.00298475 0.00449991 0.00170903 0.00233368 0.00333373 0.00396466 0.00299789 0.00754173 0.00642028 0.0053057 0.00267479 0.00446689 0.00208542 0.0061922 0.00505015 0.00575581 0.0018204 0.00673435 0.00666017 0.00308624 0.00622019 0.00714381 0.0038701 0.00806447 0.00171865 0.00680028
internal_weight=0 883 752 732 711 325 386 334 255 235 185 50 2238 492 124 104 74 368 54 347 117 1746 1723 65 319 229 90 192 62 1658
internal_count=3121 883 752 732 711 325 386 334 255 235 185 50 2238 492 124 104 74 368 54 347 117 1746 1723 65 319 229 90 192 62 1658
is_linear=0
shrinkage=0.0597579


Tree=3176
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 16 1 14 2 34 2 13 4 4 1 1 0 12 15 3 31 16 13 1 1429 51 49
split_gain=61.1784 10.4332 6.11603 4.82842 3.23205 2.54447 2.5363 2.16512 1.79314 1.75305 1.63581 1.41345 1.57224 1.02838 0.950335 1.08752 0.885074 2.05672 0.797442 1.04716 0.756238 0.754394 0.786386 0.706322 0.705878 0.664923 0.664248 1.22396 0.892852 0.546318
threshold=0.104035 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.091265000000000013 0.085505000000000012 0.40473500000000007 0.13501500000000002 -0.034884999999999992 0.077845000000000011 0.062655000000000016 0.13754500000000003 -1.0000000180025095e-35 -0.090999999999999984 -1.0000000180025095e-35 0.024790000000000003 -0.015039999999999998 0.086455000000000018 0.075045000000000014 -0.038659999999999993 0.095780000000000018 -0.41942499999999994 0.31534000000000006 -0.08076499999999999 0.15273500000000004 -1.0000000180025095e-35 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.036705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 10 11 -4 16 -7 -5 13 12 23 -1 -2 -16 18 20 19 -6 -18 -13 -23 -3 -21 -14 28 29 -15 -28
right_child=1 5 6 9 7 8 -8 -9 -10 -11 -12 21 25 26 15 -17 17 -19 -20 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011163963250578116 0.00074171547135328322 0.00055830266656263115 0.0014610251880869782 0.0014713432281978599 0.0014973966724426797 0.00063791203144015715 0.00086284583066872607 0.0010165317613293951 0.0012346616450004452 0.00089858445997009122 0.0018681422077577948 0.00049869174852632881 0.00062378617515340749 0.0015964674613017657 0.001311523984795826 0.00086987804521237056 0.001494839022917717 0.00094410082219314908 0.0016421248084952621 0.0009149458002970796 0.001304358074385529 0.00032543491427888056 -0.00012910152196107875 4.7408525754297666e-05 0.0013781619161998345 0.00099667720966612546 0.0015049778137232333 0.0010331164578585292 0.0012478773161574946 0.0018294821480795403
leaf_weight=20 131 20 127 28 264 49 33 48 30 67 62 41 43 897 28 78 189 38 105 20 130 39 22 20 31 30 463 20 28 20
leaf_count=20 131 20 127 28 264 49 33 48 30 67 62 41 43 897 28 78 189 38 105 20 130 39 22 20 31 30 463 20 28 20
internal_value=0 0.000843987 0.00104726 0.00149222 0.00150951 0.0005695 0.00133765 0.00141275 0.000864526 0.0010674 0.00156237 0.000461095 0.00060918 0.00154928 0.000851215 0.000986539 0.00143723 0.00136685 0.00149704 0.00144868 0.00141721 0.00029704 0.000161504 0.000302856 0.00119651 0.000777029 0.00155534 0.00149912 0.00158592 0.00151841
internal_weight=0 691 397 2430 2335 294 160 825 79 95 1510 215 113 1448 237 106 777 357 420 315 319 102 61 40 51 73 1428 503 925 483
internal_count=3121 691 397 2430 2335 294 160 825 79 95 1510 215 113 1448 237 106 777 357 420 315 319 102 61 40 51 73 1428 503 925 483
is_linear=0
shrinkage=0.00192234


Tree=3177
num_leaves=31
num_cat=0
split_feature=1 4 399 3 0 12 48 0 156 475 48 0 1447 3 155 1419 1208 2 2 160 16 52 0 3 16 123 14 16 159 4
split_gain=1.39016 0.454317 0.347237 0.397205 0.289921 0.24468 0.209163 0.198517 0.255315 0.301825 0.32341 0.442087 0.241481 0.232849 0.232354 0.209822 0.194424 0.336907 0.224333 0.206287 0.193808 0.218887 0.189703 0.190477 0.273276 0.185123 0.224325 0.20348 0.164391 0.303782
threshold=0.096325000000000008 -0.39518999999999993 1.0000000180025095e-35 -0.049509999999999992 0.034820000000000011 0.097825000000000009 -0.086869999999999989 -0.072269999999999987 -0.0071349999999999998 -0.083589999999999984 0.091150000000000023 -0.030209999999999997 -0.037349999999999994 0.092670000000000016 0.104145 0.092045000000000016 0.099975000000000008 0.081685000000000021 0.094215000000000007 -0.14309999999999998 -0.080509999999999984 -0.42058999999999996 -0.14832499999999996 0.084940000000000015 -0.016164999999999995 0.12630500000000003 -0.22253999999999999 -0.15012499999999998 0.083870000000000014 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 6 -5 13 15 -10 12 -12 -11 14 22 -9 17 -14 -19 -20 -21 -22 23 24 -1 26 27 -8 29 -24
right_child=1 2 -4 4 -6 -7 25 8 9 10 11 -13 16 -15 -16 -17 -18 18 19 20 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079318621987061119 0.0068607126900995683 0.0047541503990049441 -0.0034935137974717299 0.0080384052848050617 -0.0041950040021802972 -0.0025409856026206812 0.0099556577209790643 0.012876225119956666 -0.0012150406926978575 0.011008877306818264 0.0056432985433979488 -0.0054752193451733161 -0.0020531360706091428 0.0022875396983946888 0.0011517792914367427 0.0051300416120082714 0.0089316715351027177 0.0088560014480285783 -0.00084176925470311062 0.0090111482283235199 0.0074707777887802812 0.0030029266070103213 0.0062238470083848078 0.0047891323083904787 0.014938713858205624 -0.0025784527718598852 0.0021439592677049276 0.0036602576371275136 0.0076549067651560526 0.0036259378280203386
leaf_weight=63 96 277 24 21 20 27 21 20 26 21 22 20 21 45 26 21 33 39 20 29 44 119 1280 31 22 20 324 53 189 147
leaf_count=63 96 277 24 21 20 27 21 20 26 21 22 20 21 45 26 21 33 39 20 29 44 119 1280 31 22 20 324 53 189 147
internal_value=0 0.00334555 0.00291676 0.0031184 0.00218608 0.00245995 0.00276752 0.00588163 0.00484382 0.00442083 0.00481902 0.000348766 0.00539494 0.00613201 0.00623042 0.00890867 0.00500841 0.00453242 0.0050834 0.00438939 0.0049343 0.00420897 0.00630666 0.00842088 0.0097454 0.00250272 0.00275805 0.00544679 0.0061549 0.00595623
internal_weight=0 883 787 763 486 466 439 2238 435 394 368 42 326 1803 1758 41 305 272 251 212 192 163 1732 116 85 418 398 74 1616 1427
internal_count=3121 883 787 763 486 466 439 2238 435 394 368 42 326 1803 1758 41 305 272 251 212 192 163 1732 116 85 418 398 74 1616 1427
is_linear=0
shrinkage=0.0541246


Tree=3178
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 15 48 133 34 2 14 4 0 1446 1447 402 42 12 3 16 4 4 133 49 1211 130 133 42 4 15
split_gain=1.16664 0.412115 0.2481 0.232516 0.458984 0.213477 0.26291 0.218602 0.205468 0.203568 0.200416 0.196677 0.261955 0.216378 0.349484 0.251498 0.298743 0.637787 0.211496 0.341492 0.197155 0.194936 0.168917 0.321661 0.173712 0.164746 0.293157 0.20183 0.214684 0.186536
threshold=0.27044500000000005 0.14285500000000004 -0.010834999999999999 -0.0091949999999999983 0.094095000000000012 -0.03241999999999999 0.094925000000000023 1.0000000180025095e-35 -0.072169999999999984 0.25063000000000007 -0.23960999999999996 -0.082249999999999976 -0.038659999999999993 0.088360000000000008 -0.085684999999999997 0.10842 0.088200000000000014 0.08598500000000002 0.095270000000000007 -0.06421499999999998 0.0049200000000000008 0.0016150000000000003 0.099660000000000012 0.10463500000000002 0.11789500000000001 0.087820000000000023 -1.0000000180025095e-35 -0.013389999999999997 -0.083644999999999983 0.084840000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 21 6 -3 -7 -1 -2 -4 13 18 14 -12 16 25 -18 22 20 -20 -5 24 -24 -13 27 -27 28 -16 -29
right_child=9 5 10 4 -6 7 -8 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0030857960161296974 0.0023310851331807911 0.0096218302749219616 0.011820275002522323 0.01413922597353404 0.0028049399030386588 -0.0055372495101304355 4.8427871998501349e-05 0.0025564238539929618 -0.0043323945484728225 -0.0033628656001071225 0.013325154907741695 0.0059042190876213074 -0.00059732686541970185 0.0019529226862958242 0.0074608721012277253 0.0012759539920708862 0.018982215512959658 0.0064222777958232984 0.0017501265390452176 -0.0024766136810170127 0.0093327888452200605 0.0067436253699632177 0.0050917238104334923 -0.0013480979160171718 0.011142747947997409 -0.00082890112753456608 0.0077435499440696364 0.0065474036934012551 0.013278266782540573 0.0027404707040753129
leaf_weight=40 341 20 20 20 116 22 21 26 20 24 29 1316 25 33 176 30 22 42 24 30 25 35 260 31 23 29 28 208 26 59
leaf_count=40 341 20 20 20 116 22 21 26 20 24 29 1316 25 33 176 30 22 42 24 30 25 35 260 31 23 29 28 208 26 59
internal_value=0 0.0055519 0.00568539 0.00381372 0.00493675 0.0015517 0.00471838 -0.00115318 0.000613066 0.00195669 0.00586288 0.00581356 0.00547542 0.00667328 0.0069133 0.00661339 0.00688478 0.0107398 0.00556426 0.00254461 0.00561883 0.00943293 0.00571061 0.00440569 0.0059942 0.00641574 0.00338213 0.00678443 0.00820965 0.00570617
internal_weight=0 2756 2667 231 171 89 41 48 60 365 2436 2416 1734 682 649 620 590 64 1709 79 49 55 1630 291 1339 526 57 469 202 267
internal_count=3121 2756 2667 231 171 89 41 48 60 365 2436 2416 1734 682 649 620 590 64 1709 79 49 55 1630 291 1339 526 57 469 202 267
is_linear=0
shrinkage=0.0597579


Tree=3179
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 15 0 4 0 47 4 15 0 2 10 51 2 0 10 4 13 1 4 43 2 13 16
split_gain=70.6098 8.50506 7.64263 6.34036 4.18636 2.91759 2.74764 2.74353 1.93046 1.91379 1.82313 1.78286 1.3926 1.2423 1.80446 1.04678 1.03704 0.998616 0.958275 0.934014 0.85713 0.745339 0.741433 0.852031 0.722378 0.720197 0.714184 1.53389 0.701661 0.652887
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.40124500000000002 0.13082500000000002 0.024640000000000006 -0.23194499999999998 0.00063500000000000004 -0.14832499999999996 0.080455000000000013 -0.059649999999999988 -0.03241999999999999 -0.13027499999999997 0.14122000000000004 -0.062879999999999978 0.14431500000000003 0.099185000000000009 -0.081304999999999975 -0.38851999999999992 0.50500500000000004 -0.28558999999999996 0.095950000000000021 -0.036839999999999991 -0.04890499999999999 0.11177500000000001 -0.0087749999999999981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 11 25 17 12 -1 18 -4 24 19 -15 -13 26 21 20 -11 -7 -3 23 -19 -6 -5 28 -28 -2 -26
right_child=1 7 5 6 8 10 -8 -9 -10 13 -12 15 -14 14 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0021687944464505037 0.0009294647020200086 0.00049077942523927923 0.0021346779430613796 0.0018332101952503708 0.0012645113632583111 0.0018385256860708921 0.0009309774978022438 0.0010930801332071835 0.0017983475166097297 0.0018867306132868754 0.0014607626381195327 0.0013523049877554763 0.001492171445413624 0.0015679816200260468 0.00096955632644833299 0.0017577400329729519 0.00051416586719307247 0.0004647070636327555 0.0013205008683291701 0.001389434453026921 0.0016497607695377793 2.1090731024742126e-06 0.00048242800107447056 0.00092783303997443726 0.00091341252441841814 0.0014781258315766225 0.0014459181823155631 0.0009109370673655899 0.00053855728353972268 0.0013008938790981619
leaf_weight=22 51 28 48 32 59 114 32 39 21 53 218 25 42 76 26 1185 25 24 29 20 490 21 85 42 82 70 27 87 27 21
leaf_count=22 51 28 48 32 59 114 32 39 21 53 218 25 42 76 26 1185 25 24 29 20 490 21 85 42 82 70 27 87 27 21
internal_value=0 0.000902638 0.00165588 0.0010969 0.00141501 0.00170408 0.00143226 0.000617341 0.00123227 0.00162373 0.00161541 0.00176407 0.001174 0.0015552 0.00141544 0.00174936 0.000889812 0.000524572 0.00166867 0.00175049 0.00168539 0.000281349 0.000603499 0.000759424 0.00109151 0.00158952 0.000938724 0.00103764 0.000794151 0.000992414
internal_weight=0 590 2531 351 422 2109 134 239 225 197 851 1258 204 175 102 1210 217 200 633 73 604 49 151 66 162 102 192 114 78 103
internal_count=3121 590 2531 351 422 2109 134 239 225 197 851 1258 204 175 102 1210 217 200 633 73 604 49 151 66 162 102 192 114 78 103
is_linear=0
shrinkage=0.00196078


Tree=3180
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 15 1 44 12 50 50 4 159 47 401 3 13 39 3 1 16 48 11 15 42 0 2 150 52
split_gain=1.19559 0.324776 0.222935 0.278801 0.274359 0.267914 0.228264 0.203289 0.18139 0.160337 0.160354 0.19181 0.156343 0.238475 0.155545 0.168475 0.15989 0.21986 0.178719 0.179753 0.155407 0.290976 0.155247 0.135781 0.34176 0.527847 0.261884 0.233485 0.216786 0.188965
threshold=0.11866500000000001 0.051320000000000005 -0.27302499999999996 0.08104500000000002 -0.073404999999999984 -0.0029899999999999996 -0.23141499999999995 0.16773500000000005 1.0000000180025095e-35 0.099815000000000015 0.127945 1.0000000180025095e-35 0.056795000000000005 0.014475000000000003 0.085505000000000012 0.085900000000000018 0.41614500000000004 -0.099939999999999987 0.10226500000000001 -0.017889999999999996 0.12577000000000002 -0.39185999999999993 0.094275000000000012 1.0000000180025095e-35 0.040760000000000005 0.086555000000000007 -0.15090499999999998 0.099515000000000006 -0.091259999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 14 -6 23 11 12 13 -11 15 16 17 -2 20 -20 -19 -22 -16 28 25 27 -26 -25 -3 -30
right_child=7 9 3 -5 8 6 -8 -9 -10 10 -12 -13 -14 -15 22 -17 -18 18 19 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0012758014183243882 -0.0018955954002086565 0.012192722702448878 -0.0040121005655508806 0.010431749565956624 0.004997381928366071 -0.0026320035582412665 0.0042022077960596482 -0.0033701374768197205 0.010101647772592237 0.0047737679244408129 0.0013295002152715299 0.0089168818408179602 0.0022219565333941472 0.010508951324539068 0.007178282225802698 -0.0036522109476369857 0.0071699448346892493 0.00052599517048545184 0.0029298721688223472 -0.0043296859312163824 0.0027059783668257811 0.010964676465474964 0.0023901826792705133 0.012944183980356197 0.0082433056059897942 -0.0021587779640050517 0.016955851326158997 0.0061644587663125961 0.0054800456355423985 0.0067613171428019987
leaf_weight=23 49 21 20 29 314 20 137 23 27 189 39 47 65 30 42 20 20 27 29 21 39 25 57 26 28 22 22 60 874 776
leaf_count=23 49 21 20 29 314 20 137 23 27 189 39 47 65 30 42 20 20 27 29 21 39 25 57 26 28 22 22 60 874 776
internal_value=0 0.00575874 0.00448758 0.00472992 0.0044107 0.00250181 0.00333161 0.00206131 0.00540153 0.00608824 0.00495373 0.00538076 0.00479556 0.00555941 0.00244101 0.00158854 0.00208766 0.00155269 0.00275103 -0.000119142 0.00432804 0.00593203 0.0044215 0.00631774 0.00799218 0.00610114 0.0120768 0.00821414 0.00615942 0.00608263
internal_weight=0 2769 570 547 518 177 157 352 341 2199 370 331 284 219 329 230 210 190 141 50 91 64 99 1829 158 108 50 86 1671 1650
internal_count=3121 2769 570 547 518 177 157 352 341 2199 370 331 284 219 329 230 210 190 141 50 91 64 99 1829 158 108 50 86 1671 1650
is_linear=0
shrinkage=0.0597579


Tree=3181
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 47 1 3 0 51 1 133 132 13 4 131 13 160 16 151 43 13 4 2 1
split_gain=69.8914 10.9236 6.82565 5.47317 4.97639 3.51005 2.37281 2.33333 1.7305 1.61904 1.44744 1.08853 1.92914 1.01018 0.859164 0.764535 0.708902 0.675751 0.654232 0.888897 0.650822 0.643786 1.22538 1.19115 0.735065 0.601853 0.568684 0.554244 0.789766 0.546344
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.089410000000000003 0.091265000000000013 0.40473500000000007 0.13501500000000002 0.077845000000000011 0.062655000000000016 0.13082500000000002 0.080270000000000022 -0.12018999999999998 -0.23091999999999999 0.11144500000000002 0.16540500000000002 0.089405000000000012 0.08696000000000001 -0.07743499999999999 -0.013125 0.09055500000000001 -0.011289999999999998 -1.0000000180025095e-35 -0.0094449999999999968 -0.030624999999999996 -0.080324999999999994 -0.079299999999999995 -0.081224999999999978 0.087675000000000017 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 16 9 -6 13 -5 11 15 14 -13 -7 -1 -4 17 21 -15 29 -2 -3 -23 24 -24 -10 -18 -14 -29 -20
right_child=1 2 10 8 6 7 -8 -9 25 -11 -12 12 27 18 -16 -17 26 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001707579950835273 0.001705318442616847 0.00076697610665860181 0.00046454261216726233 0.0015429398697130487 0.0014452067925350557 0.0011125580765077379 0.00085137414888621457 0.0010912924686719181 0.0010837227746402914 0.0019801659939562045 0.00095689678434230361 0.001084392652693609 0.0017463263352398731 0.0016354991796769327 0.0013587904494015777 6.9730453120142805e-05 0.00081514330635614255 0.00055617532737558162 0.0015281825569571173 0.0014137797832716264 0.0013052268780489019 0.0012753475473662086 0.00082290426010975747 0.00043840451282557762 0.0012406124010974286 0.00067760823623222465 0.00036745975410346597 0.0016031591462894619 0.0012362326769267812 0.0017149160619217604
leaf_weight=897 54 116 132 28 86 21 37 48 47 62 21 28 97 231 28 22 20 29 227 216 22 36 46 21 25 20 24 374 24 82
leaf_count=897 54 116 132 28 86 21 37 48 47 62 21 28 97 231 28 22 20 29 227 216 22 36 46 21 25 20 24 374 24 82
internal_value=0 0.000888202 0.000801537 0.00159492 0.000931811 0.00161369 0.00126657 0.00151084 0.00113357 0.00166988 0.000473992 0.0016566 0.0015851 0.00153676 0.00169702 0.000408141 0.000801918 0.000839144 0.00154854 0.00151028 0.0015895 0.000872775 0.000968656 0.000848646 0.000969985 0.000962495 0.000570952 0.00161342 0.00158103 0.00157774
internal_weight=0 691 615 2430 440 2335 123 825 95 1510 175 1448 523 777 925 154 317 273 756 525 76 244 128 92 71 67 44 495 398 309
internal_count=3121 691 615 2430 440 2335 123 825 95 1510 175 1448 523 777 925 154 317 273 756 525 76 244 128 92 71 67 44 495 398 309
is_linear=0
shrinkage=0.00196078


Tree=3182
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 1 2 14 2 4 50 1 3 49 0 1 15 51 51 51 50 13 43 52 156 12 11
split_gain=78.699 12.3146 8.21018 5.90683 4.61123 3.98174 2.6991 2.60007 1.92265 1.91692 1.67158 1.50568 1.83725 1.46627 1.17052 2.22384 1.13348 1.06067 0.812984 0.803601 0.79931 0.733622 0.713184 1.32769 0.692166 0.780394 0.903228 0.679574 0.623905 0.70975
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.14960000000000004 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10467500000000002 -0.15464999999999998 0.041865000000000006 0.080270000000000022 -0.12018999999999998 -0.054984999999999992 -0.23091999999999999 0.12040000000000002 -0.089964999999999976 -0.085989999999999997 0.11144500000000002 0.0038750000000000004 0.081075000000000022 -0.0075049999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091015000000000013 0.11734000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 10 16 17 -5 18 14 -11 -13 19 21 -16 -6 -7 -3 -4 -14 27 -17 -24 -22 -26 -27 -1 29 -19
right_child=1 2 13 8 6 7 -8 -9 -10 11 -12 12 20 -15 15 22 -18 28 -20 -21 24 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0016828394391728038 0.0015565825492790709 0.0007379190073047296 0.00030565533645138357 0.0014582169443455857 0.00094546396421359526 0.0010624361128289909 0.00077895269948049866 0.00086979759684141511 0.00088774114581394615 0.0012537880187063325 0.0019457170230188141 0.001328549697645716 0.00035292990520017868 0.00068008237277632276 0.0010233429348686647 0.0016062724714375554 0.0014652112930454656 0.0014956990967039986 0.00037995412142924757 -7.4115480700814146e-05 0.00062873518642697277 0.0013668970100454653 0.0010791916685417141 0.0016660551898629191 0.0005818434273135788 0.0013175685186424607 0.00083686426796768904 0.0014237149392738284 0.0013077454453195472 0.0017003913341924778
leaf_weight=912 76 37 71 34 20 21 47 26 61 27 62 20 20 30 28 441 69 592 64 29 83 30 28 29 26 20 52 39 57 70
leaf_count=912 76 37 71 34 20 21 47 26 61 27 62 20 20 30 28 441 69 592 64 29 83 30 28 29 26 20 52 39 57 70
internal_value=0 0.000826567 0.000736354 0.00156179 0.000851346 0.00158091 0.00115161 0.0014673 0.00109191 0.000734336 0.00163637 0.000825255 0.0007729 0.000307343 0.00162365 0.00155048 0.00134841 0.00148829 0.00051109 0.000195522 0.000717611 0.00166288 0.00158012 0.00137777 0.000757908 0.000867309 0.000970393 0.00167221 0.00150073 0.00151734
internal_weight=0 691 615 2430 485 2335 136 766 95 349 1569 248 221 130 1507 526 89 740 101 100 201 981 498 57 181 98 72 951 719 662
internal_count=3121 691 615 2430 485 2335 136 766 95 349 1569 248 221 130 1507 526 89 740 101 100 201 981 498 57 181 98 72 951 719 662
is_linear=0
shrinkage=0.00192234


Tree=3183
num_leaves=31
num_cat=0
split_feature=1 4 1 399 12 48 3 2 4 133 376 49 0 43 160 4 0 43 1 3 403 130 52 0 13 43 16 4 52 15
split_gain=1.54847 0.501961 0.342631 0.271382 0.262367 0.397242 0.249941 0.256022 0.238643 0.21485 0.273407 0.209254 0.189188 0.293624 0.49572 0.267812 0.217298 0.214227 0.214586 0.210046 0.205734 0.183648 0.214915 0.172552 0.164453 0.338906 0.300121 0.222429 0.214635 0.259052
threshold=0.096325000000000008 -0.015039999999999998 0.13743000000000002 0.087485000000000021 -1.0000000180025095e-35 0.083685000000000009 -0.034684999999999994 0.25063000000000007 0.042705000000000007 0.089405000000000012 0.088055000000000008 -1.0000000180025095e-35 -0.068604999999999985 -0.083684999999999996 -0.080719999999999986 -0.52556499999999995 0.062580000000000011 -0.064334999999999989 0.085110000000000005 0.092670000000000016 0.03138500000000001 0.10284500000000001 0.10024500000000001 -0.14832499999999996 0.016935000000000002 -0.17390999999999998 -0.095094999999999985 0.0033150000000000007 0.024145000000000003 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 6 5 -2 8 9 -3 -8 -11 -6 19 14 -14 -15 -16 -17 20 23 21 22 -19 -1 27 -26 -27 -25 29 -29
right_child=1 3 -4 -5 11 -7 7 -9 -10 10 -12 -13 13 15 16 17 -18 18 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0088119852096374979 -0.0018722119421071719 0.0086876800134010231 -0.00038964725394240309 -0.003343783458084764 0.010621132930927887 0.0078893674823400095 0.003125140324748206 -0.0033099418709701882 0.0037293011892065163 -0.0042370002993351377 0.0041534259762754794 0.0062482802781186689 -0.0048420684617300567 0.012214688991317673 0.0070233057528278934 0.009829010662567271 0.00073333510131273196 0.0040912027179679528 0.008706027874114659 0.0029427038399934247 0.0087501068743658234 0.0078041835361211476 -0.00099368832457093822 0.0071194655588578352 0.007813168607783522 0.0087317195423966924 0.0016490082439375689 0.0052519716053374662 0.0073607598686376832 -0.00014377220468586851
leaf_weight=117 27 36 26 21 42 24 306 24 166 29 20 162 21 21 47 33 26 76 39 45 25 23 38 1264 81 23 88 134 103 34
leaf_count=117 27 36 26 21 42 24 306 24 166 29 20 162 21 21 47 33 26 76 39 45 25 23 38 1264 81 23 88 134 103 34
internal_value=0 0.00372098 0.00564759 0.00282168 0.00626315 0.00272147 0.00304453 0.00220857 0.00461297 0.00258166 -0.000812337 0.00714857 0.0064511 0.0052702 0.00263275 0.00624244 0.00478304 0.00570646 0.00502963 0.00666928 0.00414457 0.00330414 0.00239624 0.00676022 0.00662122 0.00509796 0.0031166 0.00681175 0.00537651 0.00415998
internal_weight=0 883 281 602 255 51 581 379 202 355 49 204 2238 349 94 255 73 234 201 1889 162 137 114 1844 1727 192 111 1535 271 168
internal_count=3121 883 281 602 255 51 581 379 202 355 49 204 2238 349 94 255 73 234 201 1889 162 137 114 1844 1727 192 111 1535 271 168
is_linear=0
shrinkage=0.0552071


Tree=3184
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 2 42 14 1 4 1 52 49 1 39 0 1 2 40 15 0 14 2 51 475
split_gain=59.7489 10.0453 5.35064 4.43526 4.06021 3.31207 2.78346 2.28443 2.64399 2.08633 1.93323 1.54505 1.16882 0.932862 0.836001 1.13171 0.818003 0.849537 0.68908 0.679951 0.67661 0.674214 0.664469 0.608412 0.573863 0.559572 0.516588 0.868838 0.496095 0.500016
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.27834500000000006 0.091265000000000013 -0.0060199999999999993 0.062655000000000016 0.12408500000000001 -0.013514999999999998 0.086920000000000011 -0.52606999999999993 -0.054984999999999992 0.086920000000000011 0.084780000000000008 -0.095504999999999993 0.16175000000000003 -0.0050599999999999994 -0.077474999999999988 -0.095869999999999983 -0.093584999999999988 -0.41076499999999994 0.12198500000000001 0.11144500000000002 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 9 23 -8 -9 10 12 -4 18 -10 25 -16 -2 -18 28 -13 24 -6 -21 -3 -20 -12 -5 -28 29 -1
right_child=1 4 11 26 21 -7 7 8 13 -11 14 19 -14 -15 15 -17 17 -19 20 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001303287087802036 0.0015173523095634535 0.00059780825654136174 0.0014336460151924354 0.00099641305524447677 0.0003634182843938371 0.00095273630767136889 0.0013244890524464724 0.0013788114234528867 0.00077037238611108512 0.00087384057645070908 0.0016996181501603412 0.00057895001705386641 0.0017671570643586537 0.00047987575015181951 0.0013498869510293787 0.00092481221604099738 0.00088060536106381677 0.0013071501678409416 0.0014326572401238038 0.00072831939004213461 0.0014617452406076698 -2.5167196550653599e-05 0.0011747579485752531 0.00029330238934144868 0.0010398727993251138 0.0014273141533254904 0.00083108345885939757 0.00034036794899375972 0.0013056642438489449 0.0015405134053545445
leaf_weight=34 49 48 22 25 77 48 30 23 151 22 30 23 62 56 312 25 22 80 27 22 357 21 28 49 28 396 40 20 37 957
leaf_count=34 49 48 22 25 77 48 30 23 151 22 30 23 62 56 312 25 22 80 27 22 357 21 28 49 28 396 40 20 37 957
internal_value=0 0.000793668 0.00143429 0.00111549 0.000626743 0.00145248 0.000721886 0.000825564 0.000760487 0.00146297 0.00146869 0.000987077 0.00150872 0.000691784 0.0013899 0.00131835 0.00131322 0.00121515 0.00149759 0.000852495 0.00143117 0.00028015 0.000978325 0.000443986 0.00123269 0.00144649 0.000764247 0.000667512 0.00152421 0.00153237
internal_weight=0 691 2430 236 455 2335 357 260 230 2287 2265 95 1502 207 763 337 151 102 1440 73 412 98 50 97 55 426 85 60 1028 991
internal_count=3121 691 2430 236 455 2335 357 260 230 2287 2265 95 1502 207 763 337 151 102 1440 73 412 98 50 97 55 426 85 60 1028 991
is_linear=0
shrinkage=0.00192234


Tree=3185
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 14 47 2 2 49 16 2 159 457 52 1 2 52 49 12 2 15 1 12 3 4 3
split_gain=86.0979 14.095 7.01986 6.84928 4.95683 4.32863 3.33771 3.2868 2.99815 2.57896 2.14149 1.56862 1.45911 1.24602 1.19853 0.938632 1.20337 0.925924 1.14745 1.15764 0.870124 0.778362 0.767134 0.677778 0.75357 0.67338 0.649767 1.91119 0.616864 0.747394
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.062655000000000016 0.085505000000000012 0.089775000000000008 0.31358000000000003 -0.054984999999999992 -0.061854999999999993 0.094835000000000017 0.082585000000000006 0.083570000000000019 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.12418000000000001 0.088340000000000016 0.096990000000000007 0.11411 -0.41942499999999994 0.087135000000000004 -1.0000000180025095e-35 0.11658 -0.49013999999999996 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 15 6 8 14 10 11 25 20 -2 -11 -1 16 26 -12 22 -20 -6 -16 28 -5 -25 -4 -3 -28 -19 -30
right_child=1 4 5 23 9 -7 -8 -9 -10 13 17 -13 -14 -15 21 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.001830026621417601 0.0011134548519952841 0.0010048565853802299 0.0017696735910608192 0.0010933206772940729 0.00048845433646710172 0.0008369399597895525 0.0011499116709713783 0.00096005284215703397 0.002047716668642638 0.00069703259934173129 0.0018866680058935213 3.9732536671102921e-05 0.0016102235881807758 0.0011934744724323581 0.0011117041738810199 0.00072969403840298427 0.00076980150872844291 0.0019400227378248425 0.001039300439876377 0.0015572052202604445 0.0008418562568865784 0.0015651623721787309 0.0015489928898851861 0.000953207814746162 0.00051546490935542276 0.0016779902286774761 0.0016471776622493113 0.00093820237729950226 0.0013940510820317255 0.0016793188982454832
leaf_weight=28 24 46 921 31 158 20 37 64 86 45 43 24 127 28 24 38 36 28 23 41 28 28 261 29 25 389 27 25 34 403
leaf_count=28 24 46 921 31 158 20 37 64 86 45 43 24 127 28 24 38 36 28 23 41 28 28 261 29 25 389 27 25 34 403
internal_value=0 0.000928687 0.00166783 0.0012951 0.000738634 0.00169276 0.00170031 0.00127215 0.00170945 0.000588287 0.00169587 0.000484292 0.00153127 0.000887449 0.00152183 0.000986009 0.00105869 0.00162263 0.00160825 0.00137108 0.000541655 0.00135587 0.00162916 0.00087556 0.000750549 0.00174245 0.00116482 0.00130632 0.00167416 0.00165712
internal_weight=0 691 2430 236 455 2286 2266 144 2229 283 2143 210 151 73 80 172 134 833 790 64 186 52 726 85 54 1310 98 52 465 437
internal_count=3121 691 2430 236 455 2286 2266 144 2229 283 2143 210 151 73 80 172 134 833 790 64 186 52 726 85 54 1310 98 52 465 437
is_linear=0
shrinkage=0.00184769


Tree=3186
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 16 1 2 4 49 50 3 4 2 2 1 2 1 40 52 11 52 1 4
split_gain=85.095 13.4592 7.00629 6.5668 5.16901 4.47471 3.51147 2.85087 2.81202 2.64088 2.35799 1.66146 1.55136 1.64277 1.22063 1.12024 1.1127 0.868739 0.807015 0.775484 0.76436 0.760928 0.754238 0.730815 0.721526 0.708505 0.647973 0.617684 0.604836 0.571284
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.077845000000000011 -0.52595999999999987 0.089625000000000024 0.08647500000000001 -0.062539999999999984 -0.054984999999999992 0.041865000000000006 -0.13927999999999999 0.0067750000000000006 0.31358000000000003 0.10060500000000001 0.13075500000000004 0.088850000000000012 0.13265500000000002 -0.077474999999999988 0.039215000000000007 0.08326500000000002 0.40674500000000008 0.122715 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 24 -8 12 11 -4 -7 22 18 -9 -2 19 20 -14 -6 -13 -5 27 -16 -3 29 -22 -1 -17 -19
right_child=1 4 10 21 16 9 7 14 -10 -11 -12 17 13 -15 23 28 -18 25 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014820827385905832 0.0008307065506300915 0.00037530259741021878 0.0013266595702706547 0.00065899626951052156 4.5387113347923154e-05 0.00074758911280784694 0.0010290399443559281 0.00095156886464505084 0.0018101051900321597 0.00080797397217070095 0.00066523152613615414 0.0018110600429394068 0.0013764868838944645 0.00078793630816862976 0.0005215182576973989 0.0013558065891838772 0.00038466346821296367 0.0012844106987216994 0.0010963191082020369 -0.00036251402134380111 0.0010954943796715017 0.00025399185788241101 0.001376348338852062 0.00015158830772414499 4.1918996788588174e-05 0.0013487306538820681 0.001524961315111605 0.0011561872374902696 0.00099694119011591292 0.0010988344160041581
leaf_weight=930 23 47 28 60 61 21 54 22 70 48 69 20 244 22 139 100 26 130 45 24 20 24 415 23 49 211 37 22 21 116
leaf_count=930 23 47 28 60 61 21 54 22 70 48 69 20 244 22 139 100 26 130 45 24 20 24 415 23 49 211 37 22 21 116
internal_value=0 0.000590641 0.00136246 0.000970431 0.000396052 0.00138335 0.00051549 0.000640673 0.00143261 0.00124056 0.000856159 0.00127797 0.00141686 0.00129431 0.000526696 0.0012196 3.66624e-05 0.00129883 0.00133286 -6.9785e-05 0.00148772 0.000543281 0.00144474 0.000468997 0.000205138 0.001267 0.00137427 0.00147455 0.00129352 0.0011969
internal_weight=0 673 2448 228 445 2351 334 238 1748 603 97 555 1678 311 184 144 111 534 289 85 77 84 1367 162 96 457 57 952 121 246
internal_count=3121 673 2448 228 445 2351 334 238 1748 603 97 555 1678 311 184 144 111 534 289 85 77 84 1367 162 96 457 57 952 121 246
is_linear=0
shrinkage=0.00192234


Tree=3187
num_leaves=31
num_cat=0
split_feature=1 4 2 2 0 3 15 51 1 4 16 48 14 16 15 12 48 52 43 3 131 16 3 131 43 147 133 52 403 133
split_gain=2.25682 0.560643 0.352985 0.443854 0.290588 0.289501 0.282233 0.425472 0.272689 0.263786 0.251806 0.298184 0.583715 0.56148 0.257037 0.246792 0.200585 0.441726 0.289242 0.233729 0.21413 0.253661 0.235907 0.242073 0.224321 0.295452 0.25499 0.384197 0.220235 0.268148
threshold=0.10124500000000002 -0.036839999999999991 0.10222000000000002 -1.0000000180025095e-35 0.22582000000000002 0.149315 1.0000000180025095e-35 0.10532000000000001 0.12000500000000001 0.50996500000000011 -0.42170999999999997 0.085130000000000025 -0.36617499999999997 -0.23935499999999996 -0.46471999999999997 -1.0000000180025095e-35 0.093265000000000015 0.13140000000000004 -0.53814999999999991 -0.0069549999999999994 0.090855000000000005 -0.56967999999999985 0.10732000000000001 0.089325000000000015 0.0068900000000000012 0.089365000000000014 0.11524500000000001 -0.0080349999999999987 -0.53960999999999981 0.39371500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 8 16 15 7 10 -3 -10 -4 12 14 -14 -12 -2 18 19 -1 -18 21 -20 23 24 25 26 -23 -28 -29 -30
right_child=1 2 6 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.013566992889165333 0.0030620137410409332 0.0060865895362284166 0.0039060600478306173 0.0073025378242475292 0.0010549854394818917 0.0012280680189115515 -0.0028524595377604103 0.0083239183393875055 -0.0029832758907879487 0.0035935999396324832 0.0075066376037036947 0.0035511524285253503 -0.00019763051438681612 -0.012845503284785745 -0.00038078338770160556 0.0091094510915688386 0.0081327709277668799 0.00020603605042696953 0.013808322341608354 0.0019831301927338619 0.0094186032765141894 0.0083875972627713378 0.0031934074852640881 0.0023569272044275907 0.0064038383926656251 0.0027623079746656835 -0.00022192068964799774 0.010100494645803757 0.007234388508912541 9.7430256433753173e-05
leaf_weight=27 25 44 132 130 20 22 29 38 34 41 20 65 23 20 34 116 131 33 20 22 227 1285 37 26 323 32 25 51 68 21
leaf_count=27 25 44 132 130 20 22 29 38 34 41 20 65 23 20 34 116 131 33 20 22 227 1285 37 26 323 32 25 51 68 21
internal_value=0 0.00424198 0.00347342 0.00507247 0.00768114 0.00711819 0.00237048 0.0028267 0.00263627 0.000612083 0.00211617 0.00065775 -0.00128113 -0.00608036 0.00254048 0.00803721 0.00773806 0.00599904 0.00788907 0.00724851 0.00781659 0.00762397 0.00755776 0.00764595 0.00772214 0.00800946 0.00812526 0.00608219 0.00720793 0.00555039
internal_weight=0 773 610 249 2348 163 361 332 119 75 294 162 97 43 54 141 2328 186 2142 153 2115 1888 1868 1831 1805 1482 1450 165 140 89
internal_count=3121 773 610 249 2348 163 361 332 119 75 294 162 97 43 54 141 2328 186 2142 153 2115 1888 1868 1831 1805 1482 1450 165 140 89
is_linear=0
shrinkage=0.0552071


Tree=3188
num_leaves=31
num_cat=0
split_feature=1 4 2 15 133 10 2 14 51 10 3 0 483 0 16 1 160 3 45 3 4 4 159 4 4 155 160 2 43 52
split_gain=1.82803 0.46357 0.385384 0.395708 0.337021 0.330344 0.411259 0.353332 0.337861 0.281115 0.261311 0.235377 0.224105 0.221864 0.242205 0.219473 0.255633 0.213128 0.185367 0.188912 0.227579 0.506359 0.182081 0.380803 0.176474 0.202251 0.216021 0.18894 0.172092 0.169098
threshold=0.10124500000000002 -0.04890499999999999 0.13622000000000004 -0.079929999999999987 0.089200000000000015 0.094860000000000014 1.0000000180025095e-35 -0.22253999999999999 -0.069724999999999995 -0.3960249999999999 0.149315 0.22582000000000002 0.058525000000000008 -0.033209999999999996 0.13751500000000003 0.10587000000000001 -0.066074999999999981 -0.0063699999999999989 0.081955000000000014 0.090900000000000009 -0.059649999999999988 0.0045450000000000013 0.10797500000000002 0.50822500000000004 0.015030000000000002 0.097835000000000019 0.066685000000000008 0.12358500000000001 -0.010739999999999998 -0.12647999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 10 4 9 5 6 12 8 -8 -4 13 18 -3 -2 -15 -9 -17 -6 19 24 -21 -22 23 -11 27 26 29 -1 -28 -26
right_child=1 2 3 -5 17 -7 7 15 -10 22 -12 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0087406245774367276 0.013851462583562651 0.0073748402847894001 0.0093896108883787296 -0.0063842968562041035 0.0027911930759694846 -0.00066097387529746139 0.0030292905432031409 -0.0027366744670451028 0.014754506633947614 0.002735688986529984 0.001320889472573216 0.0011347249175030613 0.014244684693972734 0.0012511010913208438 0.0093434593624166732 -0.0028422251489712059 0.0049203369314276676 -0.0053944441737324919 0.014350462981585602 0.0081980052535439267 -0.0058298556350732935 0.0079153806458957705 0.0057264727669759756 -0.0073062485641433193 0.010857266238880725 0.00059266962329849256 0.0079610075544282715 0.0033728514778197187 0.013987704824695298 0.0057020710654537851
leaf_weight=1819 32 149 21 27 45 36 20 28 23 48 22 20 24 21 69 22 115 20 22 64 20 28 26 25 32 20 55 29 33 206
leaf_count=1819 32 149 21 27 45 36 20 28 23 48 22 20 24 21 69 22 115 20 22 64 20 28 26 25 32 20 55 29 33 206
internal_value=0 0.00456261 0.00378953 0.000832319 0.00469142 0.00538022 0.00595104 0.00397415 0.00930092 0.00245606 0.00793943 0.0082617 0.00832788 0.00913294 0.00745524 0.00258596 0.00367379 0.000272535 0.00832293 0.00826543 0.00562237 0.0021882 0.000985305 -0.000703331 0.00840035 0.00703284 0.00742794 0.00865639 0.010221 0.00639521
internal_weight=0 773 629 147 482 417 381 208 43 120 144 2348 173 122 90 165 137 65 2328 2306 112 48 99 73 2194 346 326 1848 88 238
internal_count=3121 773 629 147 482 417 381 208 43 120 144 2348 173 122 90 165 137 65 2328 2306 112 48 99 73 2194 346 326 1848 88 238
is_linear=0
shrinkage=0.0659776


Tree=3189
num_leaves=31
num_cat=0
split_feature=1 4 150 2 3 2 16 52 484 484 151 0 4 3 49 16 51 52 51 1429 11 11 4 151 42 43 4 479 133 0
split_gain=1.49789 0.465798 0.336166 0.222657 0.207038 0.196692 0.181067 0.172998 0.191926 0.192725 0.174752 0.167712 0.207552 0.191727 0.205302 0.165386 0.229545 0.22921 0.215852 0.635608 0.247324 0.38096 0.216717 0.171456 0.231536 0.315501 0.211152 0.206623 0.240591 0.178507
threshold=0.096325000000000008 0.27287000000000006 0.083250000000000005 0.25063000000000007 -0.12018999999999998 0.13404500000000005 0.13751500000000003 0.12492500000000002 0.096415000000000015 0.085790000000000019 0.050660000000000004 -0.026509999999999995 -0.49013999999999996 -0.08323499999999999 -0.0069299999999999995 0.19444000000000003 -0.22411499999999998 0.070205000000000017 -0.090529999999999985 0.084690000000000015 0.082485000000000017 0.078065000000000009 0.0012600000000000003 1.0000000180025095e-35 0.089165000000000008 -0.086909999999999987 -0.42529999999999996 0.098035000000000011 0.047850000000000011 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 -2 15 -7 8 9 10 -3 13 -13 -6 -15 16 -1 -17 19 22 21 23 -18 26 25 -25 -20 29 -29 -28
right_child=1 3 -4 -5 11 6 -8 -9 -10 -11 -12 12 -14 14 -16 17 18 -19 20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.012263354609757138 0.0080977217525682599 0.0013855658039320959 0.0022011391770521129 -0.0032153049549274674 1.8429831994601132e-05 -0.00020107242240032045 0.0066810103852075224 0.0065553228124169468 -0.0031912062215261436 0.0075772093027600086 0.0061241746345669871 0.0058573253962294946 -0.0019098687157635666 0.0095729084047359025 0.005119492317324028 0.0056872993010965807 0.0085483976098402574 -0.00010308824283570582 0.011977113291287103 -0.0044061789323601892 0.0015794135540730921 0.013588311514942365 0.0016126923709851733 0.0062087557566579037 0.0090057224530199435 -0.0023338593708934299 0.0099070957658273784 -0.0008454685650409918 0.0075171205299257608 0.0067518933005283697
leaf_weight=23 77 208 132 24 20 27 22 29 21 21 28 20 24 38 241 224 50 24 25 22 29 26 20 29 22 26 59 24 20 1566
leaf_count=23 77 208 132 24 20 27 22 29 21 21 28 20 24 38 241 224 50 24 25 22 29 26 20 29 22 26 59 24 20 1566
internal_value=0 0.00367841 0.00467993 0.00200821 0.00545898 0.00641729 0.00288884 0.00241656 0.00198482 0.00240777 0.00194777 0.00486661 0.00162067 0.00534427 0.00572605 0.00649627 0.00667123 0.00512694 0.00660417 0.0039428 0.00673826 0.00682151 0.00656677 0.00672217 0.00412337 0.00217043 0.0068403 0.00676335 0.00295571 0.00686645
internal_weight=0 883 552 331 420 2238 49 307 278 257 236 343 44 299 279 2189 1941 248 1918 92 1826 1797 70 1771 77 55 1694 1669 44 1625
internal_count=3121 883 552 331 420 2238 49 307 278 257 236 343 44 299 279 2189 1941 248 1918 92 1826 1797 70 1771 77 55 1694 1669 44 1625
is_linear=0
shrinkage=0.0563112


Tree=3190
num_leaves=31
num_cat=0
split_feature=1 2 48 123 30 33 400 147 16 10 10 12 401 123 484 10 2 1446 4 149 49 0 12 50 1429 160 1456 16 51 50
split_gain=1.23533 0.350917 0.262087 0.234644 0.220783 0.250745 0.199241 0.193821 0.202687 0.183503 0.362067 0.36282 0.243631 0.223573 0.233874 0.191132 0.190748 0.162191 0.188515 0.159928 0.198095 0.146562 0.325659 0.24307 0.225885 0.211098 0.229899 0.356985 0.239306 0.203051
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 0.086065000000000016 0.083840000000000012 -0.065244999999999984 0.089365000000000014 -0.0057949999999999989 -0.0069899999999999988 -0.15926999999999997 -1.0000000180025095e-35 0.085900000000000018 0.12630500000000003 0.064170000000000019 1.0000000180025095e-35 0.116525 0.10428500000000002 -0.50690499999999983 1.0000000180025095e-35 -0.14811499999999997 -0.075934999999999989 -0.085119999999999987 0.10917 0.086825000000000013 -0.4136149999999999 0.079435000000000019 -0.059624999999999991 0.11794000000000002 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 7 -3 19 -9 10 11 -2 13 14 15 16 -11 18 -8 20 -1 23 -23 -22 29 -25 27 28 -27 -24
right_child=9 2 -4 -5 -6 -7 17 8 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00058751200372892732 0.0088754182391266659 -0.00075473861851359995 -0.0023283336495037938 0.0012354720961428487 0.0010731017336275063 0.013329553078801697 0.011775818527910917 -0.0023836885180492417 0.0068252426226989502 0.0071447407151914314 -0.0079439981624041811 -0.0026191824469539108 -0.0038040199286717698 -0.0030983440867757392 0.0094596860503893872 -0.0010963099453435534 0.0025070026342885027 0.00049982480012093267 0.0057881426175610609 0.011102102442034191 0.0072700241336149342 -0.0024378126434041552 0.0046855277883231282 0.0076520174848196017 0.012393986856355595 7.6969504426666575e-05 0.0086816531799687492 -0.0057852051912265327 0.0094122079166750524 0.0084445434723600301
leaf_weight=22 20 20 20 57 29 24 23 20 20 58 21 27 21 20 29 35 103 23 506 35 1479 20 242 55 22 27 20 23 20 80
leaf_count=22 20 20 20 57 29 24 23 20 20 58 21 27 21 20 29 35 103 23 506 35 1479 20 242 55 22 27 20 23 20 80
internal_value=0 0.00627871 0.00496133 0.00519311 0.0066786 0.00675568 0.00558749 0.00668001 0.00222078 0.00211584 -0.000882846 0.00227214 0.00288242 0.00345555 0.00403812 0.00323595 0.00417774 0.00581728 0.00604848 0.00676723 0.00669175 0.0067593 0.00558619 0.00702224 0.0060527 0.00449487 0.00256551 0.000818037 0.00404941 0.00561944
internal_weight=0 2787 649 629 2138 2109 572 2085 40 334 68 47 266 245 225 196 161 552 529 2045 2010 1988 364 1624 344 145 90 70 47 322
internal_count=3121 2787 649 629 2138 2109 572 2085 40 334 68 47 266 245 225 196 161 552 529 2045 2010 1988 364 1624 344 145 90 70 47 322
is_linear=0
shrinkage=0.0646839


Tree=3191
num_leaves=31
num_cat=0
split_feature=1 3 399 148 4 12 484 2 49 132 133 4 3 52 374 12 483 479 479 2 160 0 50 480 4 42 131 403 132 12
split_gain=1.0026 0.357778 0.31353 0.310627 0.298177 0.226686 0.218829 0.217558 0.202464 0.184691 0.172806 0.226832 0.202678 0.176609 0.206279 0.208771 0.162823 0.179113 0.259761 0.229001 0.508374 0.278534 0.212654 0.207885 0.231811 0.206077 0.162002 0.212287 0.180213 0.194579
threshold=0.096325000000000008 0.31299000000000005 1.0000000180025095e-35 -0.10069499999999999 -0.010655 -0.42850999999999995 -0.020124999999999994 0.15950500000000004 -0.10069499999999999 0.093030000000000015 0.087495000000000003 0.49041500000000005 -0.0025099999999999996 -1.0000000180025095e-35 0.086450000000000013 -0.07415999999999999 0.12605000000000002 0.10713500000000002 0.088785000000000017 0.11362000000000001 -0.037174999999999993 -0.026509999999999995 -0.23848499999999997 -0.080264999999999989 -0.015039999999999998 -0.080354999999999982 0.092320000000000013 -0.51385999999999987 0.088210000000000011 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 6 -3 -5 -7 -8 10 13 -12 -13 -6 15 -15 17 18 19 22 -21 25 -1 24 -24 -22 28 -28 -25 -30
right_child=1 5 -4 4 9 7 8 -9 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=0.014079975211925394 -0.0042232325114055173 0.0048918028154073517 -0.00450391495113453 0.013193271604241311 0.006877163815975469 0.0002539502993846569 0.012583958897444984 -0.0080484586491019992 0.0054028736304196131 -0.0024098290393769206 -0.002507722970034292 0.0090326762709229715 -0.00061274382976949726 0.010614932366535851 -0.0033924766123168766 0.0033799285591369944 0.012112673931458458 0.011837199144189311 -0.00037923491071298646 -0.0046112141204744141 0.013606894111955294 -0.0019192147285160138 0.016718408449619599 0.0064943429051848474 0.0065693357118449744 0.0057501568153450365 0.0015695506947892232 0.0093432982846320071 0.0084586917239581529 0.00018991184708320424
leaf_weight=20 20 35 20 24 126 60 22 22 223 24 43 25 20 23 20 176 27 32 28 29 21 20 22 1665 24 90 20 172 21 47
leaf_count=20 20 35 20 24 126 60 22 22 223 24 43 25 20 23 20 176 27 32 28 29 21 20 22 1665 24 90 20 172 21 47
internal_value=0 0.00375849 0.00432032 0.00455689 0.00479877 8.02054e-05 0.00668523 -0.00197353 0.00604771 0.00368835 0.00402636 0.00120148 0.00474582 0.00474691 0.00352128 0.00421614 0.00660032 0.006533 0.00645511 0.00654407 0.00394468 0.00583874 0.00675296 0.00667861 0.0114232 0.00723657 0.00656524 0.00853353 0.00634717 0.00274351
internal_weight=0 883 766 746 726 117 269 82 245 457 433 88 45 345 219 199 2238 2211 2179 2151 160 131 1991 1971 46 111 1925 192 1733 68
internal_count=3121 883 766 746 726 117 269 82 245 457 433 88 45 345 219 199 2238 2211 2179 2151 160 131 1991 1971 46 111 1925 192 1733 68
is_linear=0
shrinkage=0.0714163


Tree=3192
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 1 2 16 4 1 52 49 2 2 1 1 1 1 50 475 4 1 52 0
split_gain=109 17.4621 9.72382 7.94714 5.91479 5.35028 3.91274 3.45268 3.35724 3.26833 2.75881 2.0622 2.14062 1.85974 1.48598 1.41621 1.27606 1.21546 1.16699 1.06422 0.811428 0.79497 0.762999 0.708553 0.684735 0.665283 0.630635 0.617513 0.570374 0.858859
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.52595999999999987 -0.15289999999999995 0.16175000000000003 -0.52606999999999993 -0.054984999999999992 -1.0000000180025095e-35 0.088850000000000012 0.13265500000000002 0.13075500000000004 0.12958500000000003 0.12000500000000001 0.041865000000000006 -0.082014999999999991 -0.074729999999999977 0.075045000000000014 -0.56176499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 9 23 -4 22 11 13 19 18 -7 -10 24 -2 -18 -13 -1 -16 -5 -8 -3 -6 -15 27 -21 -27 -30
right_child=1 4 7 21 15 10 8 -9 14 -11 -12 12 -14 25 20 -17 17 -19 -20 26 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0064401114927561476 0.0064288936137500766 0.0052485225497841499 0.0062190906124268983 0.0055066372288597948 0.0048031386962303748 0.0056167722917070577 0.0060779239475479167 0.0054479574905441537 0.0058387689029469206 0.0067857226043539767 0.0056691472465372839 0.0058912005244182936 0.005650378106906692 0.0064512785336753803 0.0053285345326618654 0.0043437178064934228 0.0056056413552562955 0.006137088302273796 0.0063122689923939355 0.0063779307409467974 0.0049311411045396417 0.0050843932367617781 0.0055925707256092748 0.0048762773624574287 0.0051849823559031762 0.0065235437131395523 0.0062825620805250339 0.0067054163276879493 0.006220047939428105 0.0059301088370528878
leaf_weight=957 43 28 34 60 65 20 33 65 20 76 41 28 23 46 140 21 21 78 263 149 23 24 20 66 25 20 352 26 309 45
leaf_count=957 43 28 34 60 65 20 33 65 20 76 41 28 23 46 140 21 21 78 263 149 23 24 20 66 25 20 352 26 309 45
internal_value=0 0.00542088 0.00631478 0.00586406 0.00519376 0.00634009 0.00532546 0.00571279 0.00546021 0.00638744 0.00615561 0.0063706 0.00622624 0.00620094 0.00533435 0.00480222 0.00614686 0.00602436 0.00627175 0.00640115 0.00527246 0.005386 0.00589477 0.00498716 0.00490921 0.00622876 0.00633039 0.00642659 0.00620139 0.00618319
internal_weight=0 667 2454 226 441 2355 330 99 236 1874 481 1798 314 440 183 111 142 99 291 1484 163 84 53 94 90 420 527 175 374 354
internal_count=3121 667 2454 226 441 2355 330 99 236 1874 481 1798 314 440 183 111 142 99 291 1484 163 84 53 94 90 420 527 175 374 354
is_linear=0
shrinkage=0.00196078


Tree=3193
num_leaves=31
num_cat=0
split_feature=1 12 1456 150 14 475 157 130 3 157 151 15 1 16 15 1 151 12 2 4 483 0 41 402 133 403 12 0 402 3
split_gain=1.14358 0.358764 0.229911 0.207104 0.196756 0.248914 0.266313 0.266203 0.26167 0.233575 0.185997 0.246863 0.216927 0.182722 0.199806 0.180558 0.164051 0.202496 0.147336 0.241179 0.140609 0.139492 0.174655 0.159028 0.29274 0.328596 0.218469 0.49638 0.208595 0.4353
threshold=0.12000500000000001 0.051320000000000005 -0.077604999999999993 0.12314500000000002 0.083150000000000016 -0.074744999999999992 -0.078969999999999985 -0.050984999999999996 -0.11171999999999999 -0.00078499999999999989 0.057610000000000008 0.024640000000000006 0.095950000000000021 -0.034884999999999992 -1.0000000180025095e-35 0.16773500000000005 -0.0083949999999999979 -0.054684999999999991 -0.15339499999999998 0.40124500000000002 0.098395000000000024 -0.14920999999999998 0.079395000000000007 0.089785000000000018 0.11269500000000002 0.23383500000000004 0.087625000000000022 -0.087319999999999995 0.042685000000000008 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -9 -10 11 12 13 16 -15 20 -11 -18 -3 21 -2 22 -20 28 25 26 27 -25 -23 -30
right_child=15 18 3 -5 -6 7 -8 8 9 10 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.012612043225911172 0.0046689797714056834 0.014528293031556722 -0.0010523842551584178 0.00042510314056305032 0.013423907688369961 0.013279144453587582 0.0078577671795212276 0.0014430693913604199 0.011770340263426259 0.011412971459132438 0.0022449633123111188 0.013957356168258493 0.0052632943127470062 0.0086376838528600987 0.016576890148056782 -0.00090972335771637625 0.0088236731688226336 0.00050553092172781605 0.015041796111023374 0.0034632119131864365 0.010275858845020797 0.0088806024178888013 0.0077857046610265608 0.010978689482632491 0.0034146553973115651 0.0077158467856593606 0.010930607801384997 0.022985283783298283 0.0017712920153094523 0.012973060022456089
leaf_weight=31 291 20 32 20 20 30 25 33 46 21 33 22 160 36 21 23 24 25 35 33 20 1791 23 34 22 73 84 25 47 21
leaf_count=31 291 20 32 20 20 30 25 33 46 21 33 22 160 36 21 23 24 25 35 33 20 1791 23 34 22 73 84 25 47 21
internal_value=0 0.00862586 0.0071927 0.00688614 0.00713087 0.00688311 0.00285558 0.00739214 0.00697264 0.00744293 0.00686089 0.00735385 0.00684766 0.0088437 0.0115627 0.00462056 0.0066297 0.00457972 0.00900167 0.00895115 0.00502955 0.00903519 0.0121644 0.00894864 0.0105229 0.0112469 0.0130495 0.0160662 0.00874709 0.00523066
internal_weight=0 2787 579 548 528 508 57 451 421 388 342 309 287 127 57 334 70 49 2208 2188 311 2155 58 2097 238 216 143 59 1859 68
internal_count=3121 2787 579 548 528 508 57 451 421 388 342 309 287 127 57 334 70 49 2208 2188 311 2155 58 2097 238 216 143 59 1859 68
is_linear=0
shrinkage=0.0646839


Tree=3194
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 15 4 39 0 11 0 11 16 4 0 2 132 1 3 43 4 15 2 3 4 1
split_gain=35.434 4.52753 4.00984 2.32584 2.32256 2.06289 1.79382 1.40328 1.62641 1.05272 0.970127 0.797511 0.796301 0.768058 0.893301 0.667906 0.644099 0.641684 1.02024 1.13675 0.615346 0.759812 0.53184 0.726481 0.530435 1.01786 0.600929 0.49698 0.960167 0.491082
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 -0.012164999999999999 0.098220000000000016 -0.23194499999999998 1.0000000180025095e-35 -0.13027499999999997 0.080150000000000013 -0.073849999999999985 -0.16363499999999997 -0.066089999999999996 0.092235000000000025 0.088890000000000011 0.15799000000000005 0.149315 -0.078654999999999989 -0.064054999999999987 -0.037864999999999989 0.099185000000000009 -0.15713499999999997 -0.15289999999999995 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 29 7 13 -3 -9 17 16 22 -1 14 -4 -15 -8 -5 19 -19 21 -7 23 -10 26 -26 -14 -18 -29 -2
right_child=1 5 6 9 -6 20 10 8 11 -11 -12 -13 24 15 -16 -17 27 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0016752785806541553 0.0013240060788085146 0.00058777905215550493 0.001023595574339892 0.001320599477330086 0.00080988527186077021 0.00050130587045529981 0.0014499015752495069 0.0012130034711568007 0.0006332217677679189 0.0014543475830463954 0.0012202209382866434 0.00050051801629600256 0.0015227427258873826 0.0017995117432815688 0.0014236770763180863 0.0014588204351773358 0.0014971636305416943 0.0012257553923341953 0.00062810175924733736 0.00089058569554584059 0.00074405321738691755 6.3766549552279862e-05 0.00068422907309937102 0.0010243758861654972 0.0013183871448275051 0.00089349547673519712 0.0011306480326973005 0.0010044385596408652 0.0013251345706836693 0.0010334181527126014
leaf_weight=22 83 90 21 21 74 55 194 42 23 21 271 29 52 37 1150 50 48 63 28 92 23 20 48 74 74 29 20 39 299 29
leaf_count=22 83 90 21 21 74 55 194 42 23 21 271 29 52 37 1150 50 48 63 28 92 23 20 48 74 74 29 20 39 299 29
internal_value=0 0.000825976 0.00134911 0.00117806 0.00107416 0.000711714 0.00138334 0.000789452 0.000873482 0.00104452 0.00131517 0.000791528 0.00133058 0.00142945 0.0014165 0.00160371 0.00135954 0.00100233 0.000965811 0.00102682 0.000468983 0.000384629 0.00084973 0.000931628 0.00128724 0.00119876 0.00141383 0.00131412 0.00128813 0.00124876
internal_weight=0 590 2531 422 186 404 2109 306 216 225 851 174 197 1258 1171 87 580 204 183 155 98 75 145 97 175 103 72 386 338 112
internal_count=3121 590 2531 422 186 404 2109 306 216 225 851 174 197 1258 1171 87 580 204 183 155 98 75 145 97 175 103 72 386 338 112
is_linear=0
shrinkage=0.00192234


Tree=3195
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 159 2 2 1 2 4 132 52 1 1 2 47 1 4 16 52 131 0 13 2 1444 1
split_gain=73.4107 12.1923 7.35804 6.20601 4.7831 3.71119 2.89179 2.17932 2.16152 1.89384 1.73672 1.57287 1.43757 1.62135 0.904856 0.829713 0.781613 0.778239 1.51314 0.722312 0.714218 0.615346 0.654241 0.574564 0.561868 0.553125 0.490999 0.481045 0.480961 0.47639
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 0.089885000000000007 0.09253500000000002 0.14753000000000002 0.42051500000000003 0.08764000000000001 -0.56176499999999996 0.090540000000000023 0.088975000000000012 0.097845000000000015 0.090100000000000013 0.15799000000000005 0.038415000000000012 -0.10850999999999998 -0.16675999999999999 0.091440000000000007 -0.23091999999999999 -0.10278499999999999 0.10699500000000002 -0.080624999999999988 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 6 7 10 -4 29 16 -5 13 -10 20 -12 26 21 -19 25 -14 -17 -23 -9 -2 -3 -1 -20 -28 -6
right_child=1 2 8 11 9 -7 -8 23 12 -11 15 -13 14 -15 -16 17 -18 18 27 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0020485524273191405 0.001831690226894578 0.0011607712860404174 0.0011852665915298606 0.0015618929392394996 0.0017209082629378891 0.0011884909041006775 0.001062287631280282 0.0017639166909251727 0.00094806228413913535 0.00097529127815285999 0.0019248106796497353 0.0010385917359368845 0.00041749357205240573 0.00054154021597071448 0.00075190091272843234 0.0017037942126409402 0.0016786293279366189 0.0010414495897453156 0.001481546442478131 0.0011941286689583577 -1.4708204547953761e-05 0.0016780109912891529 0.0014514302256972411 0.0021439632031712594 0.0014469648167198779 0.00083643461643094128 0.0014929962391946831 0.0018860293135923498 0.0017999676628484074 0.0014092539118927148
leaf_weight=30 54 23 26 34 44 48 24 20 63 26 45 63 49 94 21 545 245 23 26 32 21 109 89 65 20 167 20 20 1042 33
leaf_count=30 54 23 26 34 44 48 24 20 63 26 45 63 49 94 21 545 245 23 26 32 21 109 89 65 20 167 20 20 1042 33
internal_value=0 0.000976844 0.000884082 0.00170806 0.00108362 0.00172811 0.00173936 0.00174649 0.000647401 0.00143284 0.00173455 0.00122202 0.000591012 0.000704667 0.000394926 0.00166565 0.00177872 0.00165128 0.00145209 0.000921597 0.000287833 0.00166978 0.00157616 0.00205454 0.00172771 0.000875696 0.00180117 0.00165741 0.00179419 0.00158734
internal_weight=0 673 599 2448 325 2351 2303 2279 274 103 2194 97 248 157 91 857 1337 812 69 222 70 743 198 85 74 190 1092 46 1062 77
internal_count=3121 673 599 2448 325 2351 2303 2279 274 103 2194 97 248 157 91 857 1337 812 69 222 70 743 198 85 74 190 1092 46 1062 77
is_linear=0
shrinkage=0.00196078


Tree=3196
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 2 47 16 52 1 2 13 39 1 0 52 2 14 16 49 15 131 0 4
split_gain=62.774 10.2648 6.71585 5.8491 4.89358 3.25801 2.98219 2.07391 1.81802 1.68829 1.57623 1.16293 0.876064 0.854219 0.853577 0.812415 1.42488 0.764252 0.794297 0.753989 0.846112 0.679519 0.67673 0.739326 0.918363 0.774095 0.730793 0.623068 0.622834 0.681658
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.089775000000000008 0.17025000000000004 1.0000000180025095e-35 -0.105305 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.016469999999999995 0.093755000000000019 0.085760000000000017 -0.095504999999999993 -0.16675999999999999 0.14019000000000004 -0.46413499999999996 -0.0094449999999999968 -0.0020949999999999996 -0.076244999999999993 0.09031500000000002 0.18019500000000002 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 12 6 7 10 -6 -5 19 17 22 -14 -12 28 -17 -4 -19 -1 -21 -9 23 -3 26 -26 -25 -2 29 -16
right_child=1 2 11 9 8 -7 -8 21 -10 -11 14 -13 13 -15 15 16 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0017076732177361211 0.0017479086730803619 0.0011702067461334357 0.00050049095597428349 0.0015408232082881512 0.001469518515402251 0.0011204670983811025 0.0009490338723278708 0.0016283015106969018 0.00095723599762983092 0.00096995533306631183 0.0018302009464089388 0.00026274563464410256 0.00085027716245051493 0.0012856797138655108 0.0016170284833065688 0.00095057511433819272 0.0015505087705560369 0.0010666095201242595 0.00055080741874661144 0.0013760292694652042 0.0016401950727270363 0.0020416042379484277 0.0004736265290857238 0.00076444743748563032 0.00081435911795672247 0.00033966280227782682 0.0010688301877699036 0.0013675044003654928 0.0012299482577352548 0.0014826444229365263
leaf_weight=886 49 21 77 28 84 48 24 20 39 69 45 49 41 30 536 23 45 24 22 53 387 65 24 89 25 28 46 25 20 199
leaf_count=886 49 21 77 28 84 48 24 20 39 69 45 49 41 30 536 23 45 24 22 53 387 65 24 89 25 28 46 25 20 199
internal_value=0 0.000930431 0.000845317 0.0016066 0.000977088 0.00162607 0.0016366 0.00164384 0.00130709 0.00113474 0.0016322 0.00051819 0.000843568 0.00103425 0.00156724 0.00155287 0.00134759 0.000619953 0.000819922 0.00167472 0.00160838 0.00194436 0.000785463 0.000821272 0.000782295 0.000563576 0.000868163 0.00161939 0.00157135 0.00158064
internal_weight=0 673 599 2448 427 2351 2303 2279 123 97 2194 172 304 71 868 823 68 123 46 1326 440 85 233 209 188 53 135 74 755 735
internal_count=3121 673 599 2448 427 2351 2303 2279 123 97 2194 172 304 71 868 823 68 123 46 1326 440 85 233 209 188 53 135 74 755 735
is_linear=0
shrinkage=0.00196078


Tree=3197
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 150 4 1 123 0 14 47 0 0 49 49 2 4 3 50 13 2 3 0 48 49 4
split_gain=79.9876 10.029 8.79506 5.33282 5.17466 4.21676 3.07025 2.35327 1.81249 1.65278 1.62924 1.57405 1.53613 1.49923 1.29604 1.31055 1.2312 0.957225 0.949781 0.81382 1.1702 1.12611 0.80541 0.805179 0.654621 0.649141 0.615165 0.634527 0.615159 0.609134
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 0.27287000000000006 1.0000000180025095e-35 0.033845000000000007 0.12811000000000003 1.0000000180025095e-35 -0.23194499999999998 0.076175000000000007 0.090100000000000013 -0.062294999999999996 -0.13027499999999997 0.12595000000000003 -0.012034999999999999 0.098035000000000011 -0.040589999999999994 0.013900000000000001 0.041865000000000006 -1.0000000180025095e-35 0.10276500000000001 -0.10115999999999999 -0.081304999999999975 0.092475000000000016 -1.0000000180025095e-35 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 7 13 14 11 17 28 -6 -1 16 23 -16 -4 26 -2 20 -14 -22 -7 -3 -10 -11 -8 -28 -9 -18
right_child=1 5 6 -5 8 22 9 10 24 25 -12 -13 19 -15 15 -17 29 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021079663861856605 0.0011233331414311264 0.00073596955473807053 0.001374957699212833 0.00083797958849809551 0.0014631706997653776 0.00025545032902612498 0.0017799074522606723 0.00057505437860891156 0.0011254839565295559 0.0011143749210982081 0.00045453229237632926 0.00094806741076632214 0.0018742633009628303 0.0021066961358615112 0.0014571726437448745 0.00085145656599772146 0.0017749791283988086 0.00130183491412657 0.0015855454685720976 0.0013920421359708492 0.0016755156959296811 0.0011233694755096496 0.00066665361440771764 0.0011216794216750941 0.00079759015752675513 0.0014852922208246435 0.0016561276220967086 0.0013634825592325238 0.00096598069008449504 0.0016032257620977588
leaf_weight=22 20 70 31 74 101 75 149 21 60 20 81 28 53 46 33 22 1099 27 92 62 39 21 23 28 36 136 490 29 51 82
leaf_count=22 20 70 31 74 101 75 149 21 60 20 81 28 53 46 33 22 1099 27 92 62 39 21 23 28 36 136 490 29 51 82
internal_value=0 0.000869053 0.00165504 0.00123843 0.00140171 0.000698994 0.00170573 0.000810137 0.00120253 0.00161655 0.000641557 0.00135137 0.00162921 0.00176606 0.000978717 0.00121489 0.00175313 0.00165669 0.00150301 0.00156902 0.00166612 0.00148226 0.000351957 0.000846172 0.00100252 0.00143774 0.00167103 0.00163978 0.000851961 0.00176305
internal_weight=0 590 2531 186 422 404 2109 306 225 851 153 129 197 1258 153 55 1212 695 112 175 113 60 98 98 96 156 668 519 72 1181
internal_count=3121 590 2531 186 422 404 2109 306 225 851 153 129 197 1258 153 55 1212 695 112 175 113 60 98 98 96 156 668 519 72 1181
is_linear=0
shrinkage=0.00192234


Tree=3198
num_leaves=31
num_cat=0
split_feature=1 155 11 105 1456 2 48 160 132 30 15 47 16 14 4 0 48 3 0 16 156 475 1429 457 48 11 52 15 14 3
split_gain=1.97631 0.51292 0.367692 0.401332 0.344611 0.316564 0.261485 0.361373 0.274273 0.278132 0.237307 0.245066 0.281257 0.213322 0.276327 0.390899 0.212436 0.21942 0.206741 0.188193 0.314644 0.276367 0.592953 0.460944 0.38734 0.340496 0.257627 0.240999 0.22844 0.288371
threshold=0.10124500000000002 0.084785000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.049894999999999995 0.14285500000000004 0.14174500000000004 0.097500000000000017 -1.0000000180025095e-35 0.087020000000000014 0.013270000000000002 0.080455000000000013 -0.42170999999999997 -0.46413499999999996 -0.00027999999999999998 -0.072894999999999988 -0.07175999999999999 0.0022600000000000003 0.22582000000000002 0.0073350000000000004 -0.031569999999999994 -0.091889999999999986 0.083810000000000009 -0.081674999999999984 0.091545000000000015 0.078065000000000009 -0.13993999999999998 -0.076244999999999993 0.086645000000000014 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 -4 6 7 8 -6 10 11 12 16 -14 -15 -16 -10 -18 19 26 -21 -22 23 -23 25 27 -1 -25 29 -28
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 13 14 15 -17 17 -19 -20 20 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.016480390963677694 -0.0021304245022702654 0.012873728037701477 0.01465218407738356 0.01702985010741602 0.00034102366620685463 0.0035649558693513577 0.00015057805445793388 0.015532079320647303 0.0042533497513319229 0.0025535257348947116 0.013268455617059409 0.010669822665722294 0.010489626084953227 0.00665988829480585 -0.0078416342192351319 0.0042514321700067728 0.0089925282547987286 0.018234781245612178 0.0048671775195500934 0.015438473931090529 0.01640973095214621 0.020737590519978533 4.1916565497714724e-06 0.014614442457861322 0.0038183363355090284 0.018713721456232943 0.0060504903743145736 0.0091299095421002122 0.018823537053231421 0.012217833895466212
leaf_weight=71 20 89 29 21 25 117 22 29 22 43 45 104 27 68 20 38 34 20 20 63 32 20 29 47 46 24 38 239 25 1694
leaf_count=71 20 89 29 21 25 117 22 29 22 43 45 104 27 68 20 38 34 20 20 63 32 20 29 47 46 24 38 239 25 1694
internal_value=0 0.00787378 0.00722321 0.00750494 0.00719386 0.0068416 0.00761296 0.00795859 0.00746614 0.00788925 0.00849622 0.00785132 0.00657131 0.00484192 0.0036317 8.14093e-05 0.0100528 0.0124156 0.0119554 0.0120163 0.0108126 0.0101457 0.0096508 0.0103948 0.00981376 0.0107034 0.0123455 0.0100312 0.0121784 0.0120825
internal_weight=0 773 684 664 643 614 497 475 446 421 378 333 229 153 126 58 76 54 2348 2328 500 437 405 376 356 310 1828 286 1757 1732
internal_count=3121 773 684 664 643 614 497 475 446 421 378 333 229 153 126 58 76 54 2348 2328 500 437 405 376 356 310 1828 286 1757 1732
is_linear=0
shrinkage=0.0700159


Tree=3199
num_leaves=31
num_cat=0
split_feature=1 4 150 2 2 2 160 0 15 11 43 1209 1447 1447 3 4 3 15 0 43 51 0 2 42 480 133 1211 43 42 1213
split_gain=1.61484 0.528256 0.373103 0.245031 0.210741 0.195716 0.186115 0.174929 0.168684 0.344108 0.31773 0.270036 0.20124 0.285097 0.196001 0.235112 0.22797 0.424414 0.464865 0.210633 0.174098 0.207746 0.172852 0.17521 0.161634 0.20194 0.249921 0.258239 0.242751 0.328269
threshold=0.096325000000000008 0.27287000000000006 1.0000000180025095e-35 0.25063000000000007 0.14530500000000005 0.13404500000000005 0.097500000000000017 -0.14454499999999995 0.040760000000000005 0.077290000000000011 -0.51144999999999985 0.091045000000000001 -0.086059999999999984 -0.085024999999999989 -0.079594999999999985 -0.49013999999999996 -0.092174999999999993 -0.095244999999999982 -0.089964999999999976 -0.11008499999999999 -0.084389999999999979 1.0000000180025095e-35 0.10527500000000002 0.094725000000000018 1.0000000180025095e-35 -0.0081349999999999981 0.11789500000000001 0.0051600000000000005 0.087885000000000019 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 6 8 7 -2 10 12 -1 14 -10 -14 15 -12 17 -17 -19 -20 -21 -22 -16 -24 25 26 27 28 -15 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 11 -13 13 24 22 16 -18 18 19 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019941585665619035 0.0054776005413190703 0.0055251224406663866 0.0054097805753373024 -0.0016767671919780984 0.0032693862687198988 0.0063471880815283805 0.016182472386946273 0.010091127079700246 0.016090471573063782 0.017696521220051661 0.017269757765933449 0.0024174242318697236 0.003381178825949988 0.011944770105710403 0.010025954018758769 0.015691863615791963 0.011724780947627743 -0.0026514616479635686 0.012335412698392762 0.011192687815800155 -0.00076415553019966768 0.0088015895662136266 0.0042125745611610813 0.010503008992329674 0.01569361161697673 0.0099388401033540449 0.019493694640700734 0.0091294764169105938 0.011562033545993378 0.023420140095081858
leaf_weight=22 44 307 140 24 24 49 21 323 37 39 29 20 23 240 372 33 463 20 45 22 23 20 54 34 35 462 20 132 22 22
leaf_count=22 44 307 140 24 24 49 21 323 37 39 29 20 23 240 372 33 463 20 45 22 23 20 54 34 35 462 20 132 22 22
internal_value=0 0.0071711 0.00847122 0.00500293 0.00951152 0.0106377 0.00989763 0.00953801 0.0107337 0.0113717 0.0101646 0.010323 0.0111233 0.0109311 0.0104648 0.0112275 0.0109475 0.00873982 0.00697507 0.00872535 0.00622608 0.00368503 0.00937877 0.00664297 0.0111172 0.0109388 0.0119984 0.0116381 0.0128041 0.0174911
internal_weight=0 883 552 331 412 2238 388 367 2189 1032 1157 1135 993 956 1115 655 626 163 130 110 65 43 460 88 933 898 436 416 284 44
internal_count=3121 883 552 331 412 2238 388 367 2189 1032 1157 1135 993 956 1115 655 626 163 130 110 65 43 460 88 933 898 436 416 284 44
is_linear=0
shrinkage=0.0686431


Tree=3200
num_leaves=31
num_cat=0
split_feature=1 12 44 1 51 151 51 3 12 130 4 484 475 2 39 43 52 12 51 97 34 124 2 12 12 41 43 52 12 1428
split_gain=1.34976 0.407314 0.243489 0.245222 0.209563 0.202124 0.208157 0.19838 0.269651 0.179736 0.231627 0.170564 0.278124 0.243863 0.166586 0.201047 0.335244 0.173756 0.153941 0.200615 0.151265 0.189512 0.162162 0.147746 0.249184 0.274873 0.215366 0.337325 0.21613 0.166089
threshold=0.12000500000000001 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.11444000000000001 0.095500000000000015 0.092545000000000016 0.31370500000000007 -0.42850999999999995 -0.0060099999999999989 -0.031404999999999995 -0.017214999999999998 -0.029109999999999997 0.085785000000000014 0.10076500000000001 0.016310000000000002 0.048770000000000008 -0.015429999999999998 0.088210000000000011 -0.0047149999999999996 -0.038779999999999995 0.05852000000000001 0.13247500000000004 0.08598500000000002 0.085885000000000017 0.075585000000000013 -0.0017249999999999998 0.084735000000000019 0.083370000000000014 -0.018864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 18 9 -9 -2 -11 -1 -13 -14 15 16 17 -15 19 -5 -12 22 -22 24 25 26 -3 28 -28 -25
right_child=7 23 -4 4 -6 -7 -8 8 -10 10 20 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0030158394779610932 0.00058586918653747734 0.0087699543394013282 0.011459478876504533 0.001048361178698432 0.010912139727296707 -0.0004623523630646857 0.00083044402935137003 0.0055520018381686265 -0.00093261441195461973 0.0099449079461427087 0.00061465421631131962 0.0020595948996039825 0.015173215640624653 0.011998817411648802 0.0044410493061226193 0.0043653687140768555 0.016118403379954623 0.0050872866909938584 0.010117333573811674 0.0058959275118642294 0.0076385009677237287 0.00012853176829041895 0.0035648856273699861 0.0031338961104573388 0.0146039697257678 0.013056959278962631 0.0047082081453738208 0.00080259489394625936 0.01249989753117078 0.0078505691180259813
leaf_weight=22 31 376 29 32 20 22 32 34 56 30 28 20 20 21 28 20 26 28 24 235 80 21 54 25 24 42 24 31 23 1663
leaf_count=22 31 376 29 32 20 22 32 34 56 30 28 20 20 21 28 20 26 28 24 235 80 21 54 25 24 42 24 31 23 1663
internal_value=0 0.00768591 0.00632994 0.00605947 0.00519603 0.00486466 0.00522749 0.00382199 0.00151713 0.00467214 0.00526686 0.00776302 0.00840375 0.00929104 0.00833459 0.00948216 0.0108466 0.00804937 0.00571102 0.00531495 0.00449996 0.00520183 0.00599689 0.00804149 0.00888801 0.00861143 0.00820017 0.00545353 0.00852116 0.00778071
internal_weight=0 2787 579 550 365 345 323 334 90 244 213 185 163 143 123 95 75 49 291 267 183 155 134 2208 520 496 454 78 47 1688
internal_count=3121 2787 579 550 365 345 323 334 90 244 213 185 163 143 123 95 75 49 291 267 183 155 134 2208 520 496 454 78 47 1688
is_linear=0
shrinkage=0.0574375


Tree=3201
num_leaves=31
num_cat=0
split_feature=1 1 150 15 9 44 49 1456 133 0 133 457 16 15 51 0 16 3 49 1447 1447 480 4 15 43 2 4 1 48 403
split_gain=1.09331 0.341473 0.463917 0.348681 0.311074 0.291669 0.280068 0.267681 0.226374 0.223857 0.220075 0.21921 0.24222 0.21308 0.210168 0.255022 0.298497 0.302 0.222945 0.206094 0.316128 0.23656 0.201165 0.200221 0.189866 0.180514 0.178504 0.174169 0.173382 0.169979
threshold=0.12000500000000001 0.08592000000000001 1.0000000180025095e-35 -0.094329999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 -0.054984999999999992 -0.071109999999999993 0.086990000000000012 -0.083554999999999977 -0.085499999999999979 0.041220000000000007 -0.072804999999999981 -0.085319999999999993 -0.18912999999999996 -0.10151999999999999 -0.27167499999999994 -0.010424999999999999 -0.0069299999999999995 -0.086254999999999984 -0.085539999999999991 -1.0000000180025095e-35 -0.0092149999999999992 -0.11345499999999999 -0.083879999999999996 0.11474000000000002 -0.012889999999999999 0.16773500000000005 0.083685000000000009 0.087260000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 23 -3 7 8 -6 13 -8 -9 12 -1 -5 -12 16 -16 -18 -17 -14 -21 -22 26 -4 -24 -20 -13 -2 -15 -23
right_child=27 2 3 6 5 -7 9 10 -10 -11 14 22 19 28 15 18 17 -19 25 20 21 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0094740195915141052 0.0045371454038238791 0.00036917883116643077 0.0040006253320254486 0.0060836347855469704 0.013211000117887008 0.016486394512029996 -0.0012285655380665538 0.011103158212269114 0.001811750155116697 0.0073515058961455687 0.012376312425746758 0.011450317498072926 0.011441653068293936 0.0089723292223678648 0.0085795818777277284 0.013329234451074277 -0.0055256228630622094 0.0042276486231595132 0.0076864343018285906 -0.0010172985061141138 0.014739756544924853 0.0072179518012623076 0.018729055728661636 -0.0053902561304078646 0.011018891955195995 0.0020715037039240759 0.0035402858111218726 -0.0016531536781103698 0.017280060688035642 0.01115196870985832
leaf_weight=816 311 24 20 53 45 20 38 81 25 23 36 41 68 29 44 31 21 52 387 20 22 682 27 23 34 29 20 23 20 56
leaf_count=816 311 24 20 53 45 20 38 81 25 23 36 41 68 29 44 31 21 52 387 20 22 682 27 23 34 29 20 23 20 56
internal_value=0 0.00826684 0.00725193 0.00455394 0.00806132 0.00830879 0.00582938 0.00808351 0.00766555 0.00200654 0.00774469 0.00883567 0.00862976 0.00910031 0.0072913 0.00696672 0.00411369 0.00142191 0.00771349 0.00781735 0.00750139 0.00772556 0.0116442 -0.0010224 0.0144316 0.00729501 0.00885686 0.00411087 0.0123632 0.00751647
internal_weight=0 2787 1001 231 770 746 188 726 127 61 681 1786 1664 102 600 564 117 73 447 848 780 760 122 43 61 416 61 334 49 738
internal_count=3121 2787 1001 231 770 746 188 726 127 61 681 1786 1664 102 600 564 117 73 447 848 780 760 122 43 61 416 61 334 49 738
is_linear=0
shrinkage=0.0686431


Tree=3202
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 0 1 15 4 2 4 3 0 4 40 16 12 10 15 50 43 50 47 0 4 48
split_gain=64.5214 11.5682 7.26922 5.11404 3.99293 3.39834 2.67959 2.37705 2.2029 2.03235 2.02933 1.97806 1.76908 1.54748 1.2969 1.29627 1.27253 1.28011 1.03892 0.93136 0.907055 0.749061 0.735246 0.724895 0.742134 0.721309 0.697416 0.706414 0.674324 0.672212
threshold=0.104035 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.17025000000000004 -0.11173999999999999 0.077845000000000011 -0.10469999999999999 0.40945500000000007 0.11474000000000002 0.27834500000000006 0.30112000000000005 -0.07929499999999999 -0.49013999999999996 -1.0000000180025095e-35 -0.10850999999999998 0.08401500000000002 -0.38124499999999995 0.090455000000000021 0.083640000000000006 -0.018859999999999998 0.10883000000000001 0.090100000000000013 -0.23091999999999999 -0.0070899999999999991 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 9 12 11 -5 -1 15 28 19 18 25 23 -4 -9 -19 -10 -8 24 -18 -11 27 -3 -6 -12
right_child=1 2 8 10 13 -7 22 14 21 16 29 -13 -14 -15 -16 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019669505252557641 0.0017286387674887238 0.0012136678370524522 0.0007952258909309179 0.0016833189760102612 0.0018467860682236264 0.0011877767645808704 0.0022214281481904787 0.0016772879031330546 0.00050712514715967429 0.0017966559341212112 0.00079186234654199784 0.0012604961041635012 0.00062447362094041113 0.00100450611085284 0.0010787608913758542 0.00055758824487716469 0.0014450456114376291 0.0013333481217763636 0.0012797557823090017 0.001444645276918337 0.0016516654473609309 2.8901653473868089e-05 0.0018519098244145489 0.002183679923289964 0.0018668142329749055 0.001644816696042283 0.0012415991062834472 0.00087741164113253902 0.0014490382866962775 0.0012014817774322986
leaf_weight=20 76 28 27 28 23 48 47 149 34 1041 24 64 133 25 22 22 20 37 46 119 493 20 37 21 81 136 31 169 57 43
leaf_count=20 76 28 27 28 23 48 47 149 34 1041 24 64 133 25 22 22 20 37 46 119 493 20 37 21 81 136 31 169 57 43
internal_value=0 0.00100694 0.000917757 0.00168597 0.00111393 0.00170411 0.00171495 0.00170184 0.000686107 0.00172692 0.00124001 0.0014287 0.000770446 0.00143032 0.00153642 0.000974808 0.00174062 0.00167113 0.00110055 0.00157399 0.00162944 0.000330005 0.00205866 0.00185221 0.0017833 0.00177911 0.000968223 0.000925204 0.00156339 0.00105475
internal_weight=0 691 615 2430 333 2335 2287 2203 282 1913 95 84 228 105 290 95 1829 652 73 268 530 54 84 122 101 1177 228 197 80 67
internal_count=3121 691 615 2430 333 2335 2287 2203 282 1913 95 84 228 105 290 95 1829 652 73 268 530 54 84 122 101 1177 228 197 80 67
is_linear=0
shrinkage=0.00196078


Tree=3203
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 2 0 14 52 0 15 39 4 15 2 15 48 3 3 1 132 1 31
split_gain=45.1533 5.85227 4.96193 2.9111 2.68301 2.30184 2.03762 1.55024 2.07589 1.33529 1.23074 1.07308 0.986988 1.04738 0.968293 0.841089 0.791454 1.0357 0.78453 0.729243 1.22336 0.77588 0.722009 0.660135 0.615786 0.906357 0.585433 0.581752 0.83449 0.490258
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.10402500000000002 -0.068189999999999987 0.076175000000000007 -1.0000000180025095e-35 -0.11437499999999999 -0.095244999999999982 0.098220000000000016 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.13592500000000005 0.084670000000000009 0.149315 -0.017889999999999996 0.122715 0.088890000000000011 0.15799000000000005 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 11 7 14 29 -9 -6 22 -1 13 23 16 -14 17 -4 24 21 -21 -13 -8 -11 25 -10 -2 28 -7 -3
right_child=1 5 6 -5 9 27 10 8 18 12 -12 19 15 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016155188627634031 0.0012030094207220261 0.00060704644756875569 0.0013561803892769622 0.00061803834676193731 0.0012718611549418762 0.00027904054354179034 0.0012461196684862689 0.0010646071486969859 0.00037772881969852696 0.0012028271330795223 0.0010417092999943488 0.001433682523746476 0.00035816538158585045 0.00059556761160005931 0.0016025611448744017 0.00080854519836458499 0.0013222246389531407 0.00074036230727070188 0.00028451174986249614 0.0011776009493798664 0.0006917118474289223 0.00097924246288397742 0.00089281854002981847 0.00088036501032846717 0.00045615145932803889 0.00083033796044346554 0.00087938640969399261 0.00051078358276065148 -0.00018866740422798138 0.00027979195295686131
leaf_weight=22 83 24 21 74 31 55 672 42 22 46 156 52 25 27 46 44 1170 21 29 76 27 20 23 52 48 75 29 23 20 66
leaf_count=22 83 24 21 74 31 55 672 42 22 46 156 52 25 27 46 44 1170 21 29 76 27 20 23 52 48 75 29 23 20 66
internal_value=0 0.000632015 0.00123437 0.000919822 0.00104028 0.000499511 0.0012732 0.000583269 0.000673356 0.000893987 0.0011991 0.00120737 0.000833606 0.000937515 0.00132333 0.000645364 0.00131273 0.00104827 0.000578917 0.00115606 0.00105023 0.00130745 0.00123443 0.00103172 0.000637798 0.000727684 0.00111921 0.000237979 0.000154318 0.00036706
internal_weight=0 590 2531 186 422 404 2109 306 216 225 851 197 194 125 1258 69 1212 42 174 175 103 72 695 98 145 97 112 98 75 90
internal_count=3121 590 2531 186 422 404 2109 306 216 225 851 197 194 125 1258 69 1212 42 174 175 103 72 695 98 145 97 112 98 75 90
is_linear=0
shrinkage=0.00196078


Tree=3204
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 2 1 2 2 4 50 49 52 1 2 1 51 0 4 16 52 1 15 1 131 15
split_gain=69.8097 11.7932 7.21099 5.37019 4.78593 4.14212 2.94209 2.834 2.7171 2.06782 1.66685 1.39708 1.51344 1.27066 1.26484 0.978211 0.917917 1.00252 1.47279 0.883065 0.842764 0.707671 0.684287 0.634269 0.584052 0.581572 0.554519 0.513536 0.503577 0.498762
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.062655000000000016 0.089775000000000008 0.09253500000000002 -1.0000000180025095e-35 0.10467500000000002 -0.15464999999999998 0.041865000000000006 -0.054984999999999992 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.085760000000000017 -0.085989999999999997 -0.097274999999999986 0.038415000000000012 -0.10850999999999998 0.40674500000000008 0.13288500000000003 -0.089964999999999976 0.11910500000000002 0.09031500000000002 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 11 6 8 15 9 19 -5 25 -13 -14 26 -6 -11 22 -19 24 -15 -21 -18 -24 -1 -3 -4 -9 -2 -10
right_child=1 2 14 10 7 -7 -8 27 29 16 -12 12 13 20 -16 -17 17 18 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018034188325117462 0.0018174497542697741 0.00082029458228332686 0.00046757049218141151 0.0015775448302152934 0.001136101961281954 0.0011351873668282008 0.0010036102765648162 0.0011150024813764235 0.002204234209292423 0.0019151217009017742 0.0010357493332912593 0.0013960200976702122 0.0013755885000322379 0.00047540051095625935 0.00083330254164810469 0.0016285966737733099 0.0016762519784856076 0.00098821852969137509 0.0016109157901476412 0.0014572130763888969 0.00089955736842931011 0.001714357748859908 0.0016438045316243186 0.0014204541555644379 0.0014933107189493242 0.00052152809814787378 0.00014578987986914828 0.00070424744439744622 0.0014740799791088291 0.0018998890207062716
leaf_weight=862 52 55 71 34 20 48 22 25 47 43 61 27 20 20 30 69 556 23 40 46 181 390 107 90 24 46 29 22 24 37
leaf_count=862 52 55 71 34 20 48 22 25 47 43 61 27 20 20 30 69 556 23 40 46 181 390 107 90 24 46 29 22 24 37
internal_value=0 0.000980336 0.000890288 0.00168664 0.00100021 0.00170523 0.0017172 0.00131223 0.00172413 0.0017108 0.00122966 0.000878621 0.000957791 0.000904252 0.000480188 0.00151792 0.0016359 0.00162119 0.00138358 0.00175947 0.000857353 0.00168723 0.00164107 0.00154177 0.00179502 0.000684223 0.000374254 0.000922734 0.00170902 0.00207018
internal_weight=0 691 615 2430 485 2335 2287 136 2265 2181 95 349 248 221 130 89 859 816 63 1322 201 436 753 197 886 101 100 47 76 84
internal_count=3121 691 615 2430 485 2335 2287 136 2265 2181 95 349 248 221 130 89 859 816 63 1322 201 436 753 197 886 101 100 47 76 84
is_linear=0
shrinkage=0.00196078


Tree=3205
num_leaves=31
num_cat=0
split_feature=1 3 2 1 1213 12 13 0 1185 4 34 31 124 0 157 3 43 2 12 1210 12 4 43 1454 1456 52 13 158 475 3
split_gain=1.61382 0.340798 0.300878 0.263213 0.382431 0.331553 0.254653 0.208113 0.203257 0.182877 0.182038 0.261913 0.202882 0.253473 0.222167 0.243977 0.207562 0.248939 0.179318 0.229974 0.904032 0.186002 0.546599 0.184947 0.290046 0.257443 0.591139 0.238556 0.207073 0.218376
threshold=0.10920500000000001 -0.049509999999999992 0.31358000000000003 0.086920000000000011 0.0036000000000000003 0.085250000000000006 -0.090799999999999978 -0.23194499999999998 0.085905000000000009 -0.036839999999999991 -0.038779999999999995 -0.081689999999999985 0.0049200000000000008 -0.074824999999999989 -0.065184999999999979 0.30112000000000005 -0.04890499999999999 0.11474000000000002 0.087695000000000009 -0.082214999999999983 0.085565000000000016 -0.15764999999999998 -0.032879999999999993 0.10234000000000001 0.091295000000000001 0.11125500000000001 -0.085384999999999975 0.08673500000000002 -0.089109999999999981 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 10 7 5 6 -5 -1 18 -2 11 -3 13 14 -12 16 -16 -18 19 20 -9 22 -20 24 25 27 -27 28 -21 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 12 -13 -14 -15 15 -17 17 -19 21 23 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.017132824307391048 0.012874507354138979 0.005602084892707017 -0.0029813793530252901 0.0011960986216440434 0.0015830373733194481 0.010322820018171528 0.0079956155013302822 0.0074996758516298629 0.014089931579628652 0.0072234687066371492 -0.0015931384976489501 -0.0038840428481878605 0.00013630072905009068 0.0093215046831338112 0.0027278664618754517 0.0024974891528663739 0.016034066342973295 0.0070911869745450612 -0.0023496681320893339 0.0038795349390811913 0.026200679542186276 0.0096796508298232255 0.012313158448182449 0.016488450676488534 0.0027770333184020438 0.012454202846546095 -0.0012413070279526568 0.0150774901464304 0.011333158676293283 0.0075426094681828194
leaf_weight=21 33 32 23 29 33 435 247 29 63 148 22 24 27 91 25 63 22 44 23 21 21 847 25 24 23 33 27 61 522 83
leaf_count=21 33 32 23 29 33 435 247 29 63 148 22 24 27 91 25 63 22 44 23 21 21 847 25 24 23 33 27 61 522 83
internal_value=0 0.00580974 0.00462377 0.00989485 0.00880682 0.0091421 0.00728117 0.0103389 0.0102597 0.00825377 0.00512354 0.0015366 0.00580676 0.00638018 0.00485938 0.00578117 0.00805449 0.0100721 0.010121 0.0108388 0.0153541 0.00944408 0.00528722 0.0105544 0.0103695 0.0106032 0.00629122 0.0109798 0.0105805 0.0108131
internal_weight=0 554 373 2567 744 711 276 1823 1802 181 350 56 294 267 176 154 91 66 1739 844 50 895 48 794 770 747 60 687 626 605
internal_count=3121 554 373 2567 744 711 276 1823 1802 181 350 56 294 267 176 154 91 66 1739 844 50 895 48 794 770 747 60 687 626 605
is_linear=0
shrinkage=0.0686431


Tree=3206
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 16 2 4 14 2 34 0 0 3 13 15 3 47 31 47 47 43 2 0 51 3
split_gain=51.9524 6.66325 5.97785 3.74134 3.03108 2.15024 2.04872 2.01453 1.90334 1.57429 1.22818 1.18792 1.16048 1.1594 1.07561 0.794262 0.718077 0.959938 0.693887 0.676488 0.613063 0.603264 0.596258 0.594477 0.584549 0.547951 1.14468 0.768223 0.530431 0.529345
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.091475000000000015 0.085505000000000012 0.40124500000000002 -0.16363499999999997 -0.061854999999999993 0.13754500000000003 0.00063500000000000004 0.076175000000000007 0.11389000000000002 -1.0000000180025095e-35 -0.13027499999999997 -0.093584999999999988 -0.059315 -1.0000000180025095e-35 -0.41942499999999994 0.31534000000000006 0.091680000000000011 -0.08076499999999999 0.077555000000000013 0.091680000000000011 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 -0.11559499999999999 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 13 12 10 21 -6 -8 14 16 15 23 22 -4 -7 -18 -16 -12 -21 -5 -3 28 -10 27 -27 -2 -1 -30
right_child=1 6 5 7 8 11 9 -9 24 -11 19 -13 -14 -15 18 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0016017243638886561 0.00034429376908377103 0.00059051875572870764 0.0011958720517132118 0.001572493246011262 0.0014687403508713546 0.0017056455077076491 0.00057152395142444519 0.00080665826691696165 0.00087773203697615596 0.0011255145142137449 0.00050754793031058314 0.0012648406536872063 0.0018229798104960188 0.00093064786179021075 0.00059148920937774664 0.0015138209077230997 0.0014371532663449915 0.0011151085074287449 0.00098003369579517771 0.00032949626643366108 -7.9861914974748555e-05 0.0012491193441087423 0.00011172673792815675 0.0016453773420762249 0.0011782870128995853 0.0012112388847001587 0.00077205038971998256 0.0008746635870761077 0.0013690636229609732 0.0010741104546901621
leaf_weight=29 21 20 31 42 31 35 41 29 126 38 41 218 46 22 43 1181 560 38 30 39 22 47 20 33 31 29 107 21 121 29
leaf_count=29 21 20 31 42 31 35 41 29 126 38 41 218 46 22 43 1181 560 38 30 39 22 47 20 33 31 29 107 21 121 29
internal_value=0 0.000777059 0.00142317 0.000984729 0.00121014 0.0014658 0.000567976 0.00125548 0.00102475 0.000838 0.000468757 0.00138967 0.00151729 0.00135909 0.000609557 0.00150569 0.00143267 0.00141669 0.000751165 0.000312773 0.000181859 0.00140172 0.000351123 0.00140355 0.000937077 0.000805244 0.000865701 0.000609479 0.00135897 0.00131204
internal_weight=0 590 2531 296 422 2109 294 118 188 79 215 851 1258 234 113 1212 633 598 73 102 61 89 40 212 157 178 136 42 179 150
internal_count=3121 590 2531 296 422 2109 294 118 188 79 215 851 1258 234 113 1212 633 598 73 102 61 89 40 212 157 178 136 42 179 150
is_linear=0
shrinkage=0.00196078


Tree=3207
num_leaves=31
num_cat=0
split_feature=4 2 3 12 2 2 1 4 4 44 3 15 159 1447 15 0 42 1212 130 41 0 2 448 15 160 10 130 150 160 480
split_gain=1.60289 0.599061 0.418986 0.317675 0.258436 0.412673 0.236822 0.232492 0.214901 0.222597 0.267512 0.713961 0.214006 0.402414 0.241765 0.250354 0.298511 0.273333 0.255355 0.210167 0.185978 0.185977 0.188235 0.407808 0.32236 0.222288 0.177509 0.14782 0.140978 0.185035
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 -0.0091949999999999983 0.094835000000000017 0.15471500000000002 0.0016150000000000003 -0.082249999999999976 0.081805000000000017 0.095270000000000007 -0.0088349999999999974 -0.085489999999999997 -0.085804999999999979 0.101845 -0.087084999999999982 0.085225000000000009 0.091580000000000009 -1.0000000180025095e-35 0.092100000000000015 -0.019414999999999998 0.11682500000000001 -0.065209999999999976 -0.41942499999999994 -0.077849999999999989 0.11294000000000003 0.09796500000000001 0.081835000000000019 -0.54913999999999985 -0.095389999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 19 -6 12 10 20 -12 -5 -14 15 16 -15 26 -19 21 28 22 -2 24 -24 -26 -17 -23 -10 -30
right_child=6 -3 -4 8 5 -7 -8 -9 9 -11 11 -13 13 14 -16 17 -18 18 -20 -21 -22 27 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0030937804944268913 0.00047003651893729587 0.00025231277194483301 0.0038483160035028942 0.015045924191810849 0.017975008696580422 0.0057632973659430039 -0.00070559823754567886 0.0094110007971572266 0.012906561654603627 0.014918163088150645 0.010466909940368588 -0.004576507892546702 0.00101887736973108 0.011258545258858851 0.0045705950170208016 0.010862781529251821 0.018970534763215242 0.010686149256434884 0.0021147679113162465 0.011151894252262115 0.0031265587749657623 0.0015076440514066591 0.0091694273024540435 0.010976709326329954 -0.0020065308302662007 0.0064986196860846107 0.0046258637531488853 0.0063616250075479242 0.0028361159394257023 0.0090969131967170869
leaf_weight=58 23 33 64 38 21 108 35 36 40 26 33 22 20 70 29 421 30 26 33 21 22 105 32 58 36 20 20 35 20 1586
leaf_count=58 23 33 64 38 21 108 35 36 40 26 33 22 20 70 29 421 30 26 33 21 22 105 32 58 36 20 20 35 20 1586
internal_value=0 0.00891513 0.00902011 0.00914459 0.00680783 0.00811338 0.00435362 0.0125662 0.00935851 0.00897774 0.0088881 0.00444954 0.0103279 0.0100516 0.0103389 0.0106176 0.0135721 0.0100268 0.00589199 0.00489021 0.00903446 0.00446466 0.00590899 0.00676581 0.00399044 0.00103102 0.0105799 0.00272114 0.00911342 0.00901895
internal_weight=0 2756 2723 2659 223 165 365 57 2436 1749 1723 55 687 649 629 600 100 500 59 330 1668 309 169 146 88 56 441 140 1646 1606
internal_count=3121 2756 2723 2659 223 165 365 57 2436 1749 1723 55 687 649 629 600 100 500 59 330 1668 309 169 146 88 56 441 140 1646 1606
is_linear=0
shrinkage=0.0646839


Tree=3208
num_leaves=31
num_cat=0
split_feature=4 2 3 12 1 2 40 376 13 4 12 1447 159 45 3 1212 42 42 15 42 13 13 43 400 15 1204 43 12 133 13
split_gain=1.29834 0.48524 0.339379 0.257316 0.217905 0.204142 0.194024 0.214707 0.192685 0.17407 0.187374 0.189241 0.288018 0.184244 0.204981 0.174593 0.38524 0.304123 0.346585 0.325069 0.235132 0.187592 0.168516 0.164962 0.255355 0.227726 0.171588 0.513098 0.194061 0.260959
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 0.093575000000000019 0.25063000000000007 -0.0061149999999999998 0.080200000000000007 -0.0082249999999999979 -0.082249999999999976 0.11650500000000001 -0.085804999999999979 -0.085179999999999992 0.084355000000000013 0.11296500000000002 0.090465000000000018 -0.015274999999999999 0.083795000000000022 0.088495000000000018 0.088915000000000008 -0.0034749999999999994 -0.017449999999999997 0.070450000000000013 -0.082094999999999987 -0.091964999999999977 -0.082449999999999982 0.28064000000000006 0.10866500000000003 -0.14757499999999998 -0.088589999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 7 -6 -9 10 11 -5 -13 14 23 17 20 21 19 -19 -17 22 -14 24 -11 -25 28 -28 -27 -30
right_child=5 -3 -4 9 6 -7 -8 8 -10 13 -12 12 15 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.008852675785175252 0.0044105725966508752 0.00023162301941837744 0.0035327540900935406 0.0047985569031745367 0.010093147397173098 -0.0018848717523025774 -0.00051471218958486469 0.005833374098235213 -0.0017109065653647315 -0.00041013454007738016 0.0031885401195982967 0.017171221128415917 0.00073342181437374275 0.014384281538996761 0.0024632890676991874 0.013821312326456312 -0.001189126852542612 0.020903950591075211 0.0080092418227581119 0.011639036624684919 0.0047432946642356408 0.0097504428984722773 0.0090142174319688424 0.015382008204017387 0.0082395625369402342 0.011200482252265866 -0.0025009846088871906 0.0090753768373822794 0.0059288482833356115 0.0085894658901201661
leaf_weight=86 341 33 64 33 35 24 26 56 20 24 20 23 20 21 27 27 20 32 35 34 23 397 23 20 39 104 25 50 184 1255
leaf_count=86 341 33 64 33 35 24 26 56 20 24 20 23 20 21 27 27 20 32 35 34 23 397 23 20 39 104 25 50 184 1255
internal_value=0 0.00818409 0.00828046 0.00839474 0.00624959 0.00399663 0.00461554 0.00581722 0.00384804 0.00859111 0.009481 0.00966968 0.00992323 0.00824157 0.00816692 0.00965039 0.00654984 0.0100516 0.0133166 0.0161311 0.00964542 0.00930209 0.00516268 0.00825745 0.00494444 0.00838487 0.00829838 0.00521659 0.00844818 0.00824926
internal_weight=0 2756 2723 2659 223 365 137 111 76 2436 687 667 634 1749 1728 611 70 541 101 66 50 440 43 1701 63 1638 1618 75 1543 1439
internal_count=3121 2756 2723 2659 223 365 137 111 76 2436 687 667 634 1749 1728 611 70 541 101 66 50 440 43 1701 63 1638 1618 75 1543 1439
is_linear=0
shrinkage=0.0659776


Tree=3209
num_leaves=31
num_cat=0
split_feature=1 2 48 123 14 11 41 49 151 3 9 44 11 4 16 4 1 3 2 51 2 43 1374 151 13 16 16 16 0 15
split_gain=1.06276 0.303558 0.211169 0.194498 0.193981 0.178333 0.187772 0.176914 0.287057 0.192081 0.175774 0.242282 0.236155 0.187868 0.372467 0.312111 0.235298 0.185877 0.233703 0.190364 0.180262 0.172453 0.31162 0.340091 0.185915 0.211528 0.172605 0.30852 0.228859 0.416802
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 0.076975000000000002 0.075910000000000019 0.079885000000000025 -0.047584999999999995 0.084990000000000024 -0.087909999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.08740500000000001 -0.39518999999999993 0.25084500000000004 -0.15764999999999998 0.078340000000000007 0.090900000000000009 0.090425000000000019 0.24916000000000002 -0.090999999999999984 -0.083434999999999995 0.086000000000000007 -0.15340499999999999 0.0036400000000000004 -0.095094999999999985 0.0057500000000000008 -0.0007049999999999999 -0.12333499999999999 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 10 -6 -7 8 9 -3 -1 12 13 14 16 -15 -12 19 -19 20 -17 22 23 -22 26 -26 27 28 29 -23
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 15 -16 17 -18 18 -20 -21 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0036146087571880124 0.0035456876118006831 -0.0033868538492015264 -0.00060090636632525909 0.0027399736007104789 0.006831917455951954 0.016836351637996242 0.0086493473702479867 0.007459519783465221 0.010904101383041509 0.0044686362557442103 0.011137736187004728 0.015517878500477818 0.00085240921647808973 -0.0004626605688952066 0.0060981461488206889 0.0034007781061476897 0.020815829098291504 -0.0016934750077415254 0.0082221442797889687 0.0019880223656987797 0.0013465095487998418 0.0097286684951628181 0.016993948278180186 0.0094399625921857012 0.010770214638643893 0.0028605305056565089 0.0058433459408714734 0.014794051625461756 0.0083874606465195872 -0.0024480645381094739
leaf_weight=44 334 22 20 57 28 33 22 484 22 44 29 20 22 21 39 37 20 21 24 24 26 27 24 414 21 66 146 34 970 26
leaf_count=44 334 22 20 57 28 33 22 484 22 44 29 20 22 21 39 37 20 21 24 24 26 27 24 414 21 66 146 34 970 26
internal_value=0 0.0076432 0.00634294 0.00656373 0.0080379 0.0112913 0.0135615 0.00694477 0.00411363 0.00185014 0.0079065 0.0080004 0.00792489 0.00800391 0.0111038 0.00785888 0.015088 0.00795284 0.00359486 0.00806089 0.00814226 0.00824228 0.00937717 0.00896171 0.00783408 0.00476976 0.00805568 0.00836127 0.00814747 0.00375518
internal_weight=0 2787 649 629 2138 83 55 572 88 66 2055 2011 1991 1969 88 1881 49 1860 45 1815 1791 1754 464 440 1290 87 1203 1057 1023 53
internal_count=3121 2787 649 629 2138 83 55 572 88 66 2055 2011 1991 1969 88 1881 49 1860 45 1815 1791 1754 464 440 1290 87 1203 1057 1023 53
is_linear=0
shrinkage=0.0686431


Tree=3210
num_leaves=31
num_cat=0
split_feature=4 2 3 3 3 12 394 3 15 13 13 40 12 43 158 1456 479 12 1209 49 1 156 3 0 160 1428 39 13 3 4
split_gain=0.882888 0.355075 0.24038 0.22509 0.419368 0.199553 0.193086 0.184353 0.342964 0.195552 0.19957 0.173482 0.152934 0.246464 0.208217 0.286534 0.214171 0.210653 0.222199 0.191756 0.208803 0.22706 0.335154 0.215944 0.254208 0.189292 0.1456 0.209669 0.321329 0.20168
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.12745000000000004 0.10893000000000001 -0.010834999999999999 -0.081984999999999988 0.31370500000000007 -0.41396999999999995 -0.15714499999999998 -0.099939999999999987 -1.0000000180025095e-35 0.08598500000000002 -0.11720999999999999 0.112085 -0.14739999999999998 0.07839500000000002 0.085885000000000017 0.086665000000000006 -0.090734999999999982 0.086105000000000015 0.089950000000000016 -0.012939999999999998 -0.097024999999999986 -1.0000000180025095e-35 -0.066124999999999989 0.10076500000000001 0.05868000000000001 -0.0096849999999999974 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -2 -11 -8 13 -7 15 -15 17 18 19 -17 23 22 -22 24 -21 -14 27 28 -12 -30
right_child=7 -3 -4 -5 -6 12 11 8 -10 10 26 -13 25 14 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0095225049666482955 0.0083646530286901871 -0.00015077202736320683 0.0024663401679822995 0.010460891156833884 -0.001307016703570947 0.011254533008539128 0.0045521027185270206 0.0033883616016169215 -0.0054919822835975528 -0.0024239682870281203 0.0086810203208838518 -0.00060433111802793329 0.00024649492267127894 0.0011663400236074598 0.012781422979750179 0.010587044726876918 0.012813316922754775 0.012549607933991035 0.00094650650876035845 0.0070098733840779151 -0.0027407463872797895 0.00974767349977863 0.0051624916405170907 0.0064473289261287358 0.01494779008272107 0.0060955258739193502 0.00047576422551828378 0.00037768827248550908 0.00077039532563684171 0.0060579755733935871
leaf_weight=24 27 33 64 43 27 47 170 41 25 22 59 27 20 33 20 42 21 21 25 34 27 21 66 329 25 1637 46 41 57 47
leaf_count=24 27 33 64 43 27 47 170 41 25 22 59 27 20 33 20 42 21 21 25 34 27 21 66 329 25 1637 46 41 57 47
internal_value=0 0.00601068 0.00608535 0.00617246 0.00610197 0.00617923 0.0044619 0.00288309 2.4595e-05 0.00351407 0.00303258 0.00384538 0.00633951 0.00707264 0.00677663 0.00659015 0.00688309 0.00667201 0.00645509 0.00670824 0.00638372 0.00413531 0.002868 0.00704433 0.0103734 0.00602493 0.00351275 0.00419756 0.00515839 0.00315997
internal_weight=0 2756 2723 2659 2616 2589 221 365 66 299 272 197 2368 711 664 644 611 590 569 544 502 114 93 388 59 1657 250 204 163 104
internal_count=3121 2756 2723 2659 2616 2589 221 365 66 299 272 197 2368 711 664 644 611 590 569 544 502 114 93 388 59 1657 250 204 163 104
is_linear=0
shrinkage=0.0597579


Tree=3211
num_leaves=31
num_cat=0
split_feature=4 2 15 42 0 12 16 10 16 149 14 4 13 15 121 1186 403 1209 3 457 15 152 41 41 3 49 41 2 1454 160
split_gain=0.718507 0.300314 0.166294 0.198407 0.166197 0.260468 0.221882 0.200027 0.198868 0.252774 0.249167 0.198844 0.173467 0.162037 0.248369 0.224702 0.237827 0.23293 0.251064 0.21497 0.209437 0.180178 0.176792 0.244324 0.174703 0.180195 0.169778 0.168785 0.163483 0.165408
threshold=0.26790000000000008 0.14445500000000003 -0.03241999999999999 0.14351000000000003 0.089620000000000019 -0.10022999999999999 -0.43320999999999993 -0.15282499999999996 -0.4179199999999999 0.077335000000000015 -1.0000000180025095e-35 0.51303500000000013 0.086705000000000018 0.013270000000000002 -0.081149999999999986 0.060550000000000007 0.085640000000000008 0.091045000000000001 -0.079594999999999985 0.29113500000000009 -0.15914499999999995 0.087525000000000006 0.075585000000000013 0.079395000000000007 -0.0069549999999999994 -0.058769999999999996 0.077565000000000009 -0.090999999999999984 0.093640000000000015 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 5 6 -2 -7 9 12 11 -10 -9 14 -1 17 -17 18 20 21 -16 27 24 -24 25 -15 -22 -20 29 -27
right_child=4 2 3 -5 -6 7 -8 8 10 -11 -12 -13 -14 22 15 16 -18 -19 19 -21 26 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.012208170434065808 0.003783338006842444 0.0050206409029835272 -0.0044254230268626531 0.0036553665171915346 -0.0026340003533443703 -0.0031335534846756419 0.011600839628439184 0.0040828425947303636 0.0053172570031188278 0.010650627091762815 -0.0039308986824888289 -0.0014901970791171616 -0.0018900711404189225 0.002236315224448132 0.010955945384823935 -0.0037141580103849724 0.0054276135264176659 -0.00083921974588266519 7.8905812407630217e-06 -0.00083204998648873279 0.0062359575585897659 -0.00098001379284337348 0.015248384354517905 0.0061820571259391371 0.0093538587337924656 0.010877769009357486 0.0015298305783978299 0.0052208646934123887 0.00070830843816330788 0.0061112068240960901
leaf_weight=20 36 39 24 23 21 24 23 129 43 20 32 27 22 48 35 22 22 23 25 27 671 20 20 27 62 29 31 605 21 950
leaf_count=20 36 39 24 23 21 24 23 129 43 20 32 27 22 48 35 22 22 23 25 27 671 20 20 27 62 29 31 605 21 950
internal_value=0 0.00563533 0.0020194 -0.000470994 0.00274068 0.00305772 0.00683084 0.00230818 0.00278658 0.00408256 0.000613902 0.00269152 0.00321262 0.00575232 0.00532613 0.00523319 0.000856728 0.0053672 0.00546815 0.00460377 0.00626216 0.00482957 0.00630522 0.0100401 0.00614708 0.00595737 0.00602814 0.005014 0.00613598 0.0062524
internal_weight=0 2744 86 47 377 356 59 297 273 171 102 70 151 2658 1501 1481 44 1437 1414 677 737 650 1157 47 1110 1048 702 630 1000 979
internal_count=3121 2744 86 47 377 356 59 297 273 171 102 70 151 2658 1501 1481 44 1437 1414 677 737 650 1157 47 1110 1048 702 630 1000 979
is_linear=0
shrinkage=0.0621721


Tree=3212
num_leaves=31
num_cat=0
split_feature=1 3 12 1 3 2 43 12 4 4 4 2 0 2 14 13 15 1 12 0 0 4 3 52 13 39 11 4 51 4
split_gain=62.1697 8.62788 7.2322 3.61096 3.44904 3.28647 2.82749 2.78514 2.09767 1.55523 1.47951 1.41379 1.39043 1.30017 1.21385 1.13423 1.10579 1.09263 1.03958 1.03618 1.01627 1.32313 1.39567 1.0033 0.950902 0.884999 0.845614 1.13334 0.617869 0.569515
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.31534000000000006 0.12043500000000001 -0.025214999999999998 0.09141500000000001 0.41816000000000003 0.033845000000000007 -0.17966999999999997 0.11177500000000001 -0.23194499999999998 0.10402500000000002 0.076175000000000007 -0.47860499999999995 -0.41942499999999994 0.096255000000000021 0.13597000000000004 -0.14001499999999997 0.11070500000000001 -0.064054999999999987 0.013900000000000001 -1.0000000180025095e-35 -0.0075049999999999987 0.096625000000000016 0.080455000000000013 -0.15464999999999998 0.11381000000000001 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 12 6 8 25 14 -2 18 -5 -8 -1 17 19 -6 -7 -12 26 -4 21 -14 -23 -15 -13 -3 27 -9 -26 -21
right_child=1 4 7 10 15 16 11 9 -10 -11 13 24 20 23 -16 -17 -18 -19 -20 29 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0019688836637130214 0.0014842430670241101 0.00075931546545815411 0.0012641113693115213 0.0015551948517933333 0.00056299417883143538 0.0011165532038815386 0.0013157042682305862 0.0011850433006432867 0.00084674676181052016 0.0013562964937522514 0.0014012210159856267 0.00067486788655150138 0.0017760823570026896 0.00060263715807475342 0.0019637363376250345 0.00012534098141757396 0.00057568252503348554 0.0010488056784933 0.0012127758000091654 0.001671188272596895 0.0011223723470389464 0.0015335114084573159 0.0010250123696392546 0.001075433547496464 0.00090567344065361458 0.00047357576233415208 0.0017815327887652299 0.0015732394927552545 0.0012787020381609417 0.0015101479283963508
leaf_weight=22 110 99 24 31 58 25 39 28 22 160 63 42 50 25 46 33 29 62 29 1092 26 73 26 44 46 63 65 581 24 84
leaf_count=22 110 99 24 31 58 25 39 28 22 160 63 42 50 25 46 33 29 62 29 1092 26 73 26 44 46 63 65 581 24 84
internal_value=0 0.000881878 0.00156123 0.00133601 0.000727238 0.00121776 0.000821132 0.00160629 0.00137799 0.001524 0.00117288 0.00100667 0.00152232 0.00111179 0.00166329 0.000404285 0.000826086 0.00122642 0.00156217 0.00165177 0.00146619 0.00152618 0.00139997 0.000904131 0.000899056 0.000648194 0.0015772 0.00155539 0.00103357 0.00165969
internal_weight=0 590 2531 422 404 186 313 2109 132 863 225 151 197 194 1246 91 54 125 703 1200 175 149 99 69 112 162 674 609 70 1176
internal_count=3121 590 2531 422 404 186 313 2109 132 863 225 151 197 194 1246 91 54 125 703 1200 175 149 99 69 112 162 674 609 70 1176
is_linear=0
shrinkage=0.00188464


Tree=3213
num_leaves=31
num_cat=0
split_feature=1 2 11 11 400 40 13 151 148 48 16 150 1454 15 12 51 129 131 156 0 131 483 2 401 1 1212 2 16 52 2
split_gain=0.820498 0.218208 0.300792 0.253995 0.183574 0.191245 0.201273 0.254869 0.231935 0.209151 0.172967 0.203714 0.185274 0.181635 0.322672 0.177157 0.287145 0.16957 0.162644 0.392475 0.208642 0.178419 0.162151 0.161416 0.169722 0.291639 0.285809 0.389841 0.189463 0.415123
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 0.085155000000000022 -0.07520499999999998 0.051255000000000002 -0.08971999999999998 -0.089309999999999987 -0.0084749999999999982 0.086260000000000017 -0.067914999999999989 0.081835000000000019 0.093640000000000015 -0.083359999999999976 0.09857500000000001 -0.21717499999999998 0.089245000000000005 0.077555000000000027 0.10339000000000002 0.034820000000000011 0.096070000000000016 0.096190000000000012 0.17760500000000004 0.086285000000000014 0.086920000000000011 0.11930500000000001 0.087675000000000017 -0.088394999999999987 0.11989500000000002 0.086675000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 -4 -3 6 17 9 -9 -8 13 12 15 -10 -15 -12 -17 -6 19 20 21 22 -2 24 25 28 -26 -28 -1 -30
right_child=18 4 3 -5 5 -7 7 8 10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0069812666664477597 0.0023037864413615419 -0.00053478803779411551 0.016397691770234344 0.0076165080554902488 0.0043660835156536194 -0.00076897899679401758 0.016303812213476231 0.0007281410815066548 0.0057550425084255128 0.0065712658008197419 0.0088721483206173953 -0.0011559859493617494 -0.0004797259543869188 0.014226988361480434 0.0058755643722911829 0.0060428918032051724 -0.0015388131674363597 -0.0023751238496679092 0.0075265226274095574 -0.0063245815113913756 0.0072653378965809113 0.0078545416228032929 -0.0033645846323896072 0.0084840612931372412 0.0058554460007660333 0.01485882414069413 -0.0059223269997822495 0.0061055218406465212 -0.0022451222499430758 0.0063259334169016267
leaf_weight=1051 189 23 26 35 109 21 20 37 79 20 84 20 20 44 40 238 25 20 30 22 44 23 26 179 480 20 23 26 33 114
leaf_count=1051 189 23 26 35 109 21 20 37 79 20 84 20 20 44 40 238 25 20 30 22 44 23 26 179 480 20 23 26 33 114
internal_value=0 0.00632888 0.00670673 0.0113593 0.00539042 0.00556581 0.00574178 0.00623985 0.00588566 0.0114375 0.00623262 0.0054581 0.00581854 0.00807152 0.0102501 0.00618155 0.0053222 0.00332094 0.00279916 0.00233265 0.00300803 0.00222097 0.00161831 0.00655937 0.00636216 0.00679931 0.00535566 0.000459797 0.00666476 0.00440182
internal_weight=0 2787 1987 61 800 777 756 627 587 40 550 387 367 163 84 347 263 129 334 304 282 238 215 1926 1747 1218 529 49 1198 147
internal_count=3121 2787 1987 61 800 777 756 627 587 40 550 387 367 163 84 347 263 129 334 304 282 238 215 1926 1747 1218 529 49 1198 147
is_linear=0
shrinkage=0.0672971


Tree=3214
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 1 2 47 4 16 2 14 2 2 457 1 34 31 11 13 151 16 16 16 42 484 3 13 15 15
split_gain=43.0881 5.58599 4.66522 3.71115 3.38591 2.17805 2.10237 1.87195 1.55915 1.19421 1.17105 1.1184 0.998321 0.884234 0.836399 1.93932 0.835222 0.732247 0.617021 0.737191 0.644156 0.5958 0.555694 1.02972 1.14575 1.10669 0.593798 0.541625 0.475864 0.459164
threshold=0.10752500000000002 0.12337000000000002 0.27834500000000006 -0.010834999999999999 0.085055000000000006 0.09253500000000002 0.089775000000000008 0.085505000000000012 0.40124500000000002 -0.061854999999999993 0.13754500000000003 0.062655000000000016 0.13754500000000003 0.090790000000000023 0.057025000000000006 0.084525000000000003 -1.0000000180025095e-35 -0.08076499999999999 1.0000000180025095e-35 -0.10664 -0.083294999999999994 -0.090344999999999995 0.0057500000000000008 0.083160000000000026 0.086555000000000007 0.0069400000000000009 0.084940000000000015 -1.0000000180025095e-35 -0.028889999999999996 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 13 11 12 -6 -9 14 22 16 -1 18 -16 17 -3 19 -8 -21 -7 26 25 -25 -24 -5 -18 -15 -14
right_child=1 7 -4 6 8 21 10 9 -10 -11 -12 -13 29 28 15 -17 27 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016093324327047217 0.00074696931434082778 0.0006085677836065262 0.00077061233487778647 0.0013959807803434706 0.0012930205301530406 0.0011107620970417288 0.0010130024476895732 0.00056578196061043604 0.0007797805008774581 0.0010388239691960289 0.0009317556907092715 0.001642183596491489 0.00046673395343829044 0.0012537206115286336 0.0013530676002474621 0.0006393555547709298 0.00055577169521094517 8.8381982039300715e-05 0.0014405802484140713 0.0015536019026919938 0.0012783527284978005 0.0007299299379896569 0.0012491686643784493 0.0015569470126258705 0.0011268320409410066 0.00070379779588893737 0.0011343646636315305 0.00089231873768752133 0.00090889029143599543 0.00020367272210089686
leaf_weight=20 178 20 59 1126 89 20 37 41 29 38 37 60 41 50 34 24 43 20 97 33 656 63 44 60 37 20 33 30 21 61
leaf_count=20 178 20 59 1126 89 20 37 41 29 38 37 60 41 50 34 24 43 20 97 33 656 63 44 60 37 20 33 30 21 61
internal_value=0 0.000727953 0.00130483 0.00131758 0.000914368 0.0010469 0.00133808 0.00054027 0.00116689 0.000793321 0.00126679 0.0013855 0.000447288 0.0012523 0.00128086 0.00105774 0.000571741 0.000348475 0.00129658 0.00127734 0.00129154 0.000821697 0.00137383 0.00126801 0.00139288 0.00107874 0.00138853 0.000694079 0.00115173 0.000309413
internal_weight=0 590 2531 2472 296 174 2298 294 118 79 918 1380 215 91 881 58 113 40 823 726 689 83 1320 161 97 64 1159 73 71 102
internal_count=3121 590 2531 2472 296 174 2298 294 118 79 918 1380 215 91 881 58 113 40 823 726 689 83 1320 161 97 64 1159 73 71 102
is_linear=0
shrinkage=0.00192234


Tree=3215
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 3 12 4 43 43 4 2 2 52 11 1 15 2 3 1 15 13 4 2 4 3 4 0 52 3
split_gain=78.7642 10.3074 8.47053 4.81926 4.64309 3.98873 3.08827 2.58167 2.56198 2.02439 1.91431 1.76184 1.37263 1.33176 1.32881 1.10793 1.06265 1.04181 1.53279 0.994043 0.882392 0.85374 0.841379 0.820785 0.809463 0.754526 0.956595 0.670834 0.65218 0.677695
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.12043500000000001 0.10124500000000002 0.31534000000000006 0.09141500000000001 0.098655000000000007 -0.025214999999999998 -0.066504999999999995 0.022185000000000003 0.11177500000000001 0.090790000000000023 0.056145000000000007 1.0000000180025095e-35 0.12656000000000003 0.13592500000000005 0.088930000000000023 -0.097604999999999983 0.086105000000000015 -0.41942499999999994 -0.0075049999999999987 -0.49405499999999997 0.087470000000000006 -0.015624999999999998 -0.14847999999999997 -0.14723499999999998 -0.014954999999999998 0.024145000000000003 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 9 8 14 -2 15 23 16 -10 -11 -7 17 -3 25 -4 -19 -16 -5 -13 -14 -1 -6 -8 -27 -9 29 -24
right_child=1 5 6 20 24 13 10 27 11 12 -12 21 22 -15 19 -17 -18 18 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00089102437165225468 0.0016199846368942197 0.00074756615851976108 0.0017478808942800765 0.00098391397794087725 0.0013124086347918247 0.00011358843715821203 0.0018507493896032469 0.0012429273898251724 0.0012973329040154914 0.0017154063412764568 0.001395145166480555 0.00059241942955262747 0.0017257482917220504 0.00061036606887629366 0.0021047501013818103 0.00042323220560406448 0.0011929960895319279 0.0011112425834896729 0.0016526842379644244 0.0016468818848713851 0.00048123758854224844 0.00094603231568045983 0.0013626585871565576 0.001330942960170211 0.00088265973502417016 0.001295626213064664 0.0016388468924504896 0.00077613737945463133 0.0015550911149582248 0.00092767575333098395
leaf_weight=22 83 80 904 25 22 59 60 29 39 122 170 42 27 32 61 82 21 22 233 26 29 70 40 63 72 33 579 20 33 21
leaf_count=22 83 80 904 25 22 59 60 29 39 122 170 42 27 32 61 82 21 22 233 26 29 70 40 63 72 33 579 20 33 21
internal_value=0 0.000825464 0.00162102 0.00120742 0.00136743 0.000649613 0.00167176 0.00140929 0.000754665 0.00147754 0.0015816 0.00093841 0.00156864 0.000288279 0.0017342 0.000583397 0.00162734 0.00171666 0.00160597 0.00196792 0.000713958 0.000813427 0.00142067 0.00121708 0.000983239 0.00164091 0.00162034 0.0010524 0.00133304 0.00121291
internal_weight=0 590 2531 186 422 404 2109 132 313 328 863 151 243 91 1246 162 693 1159 255 87 54 112 121 85 94 672 612 49 94 61
internal_count=3121 590 2531 186 422 404 2109 132 313 328 863 151 243 91 1246 162 693 1159 255 87 54 112 121 85 94 672 612 49 94 61
is_linear=0
shrinkage=0.00196078


Tree=3216
num_leaves=31
num_cat=0
split_feature=1 2 0 2 13 9 4 3 12 14 1429 150 14 11 51 402 50 42 50 16 13 130 4 43 14 3 123 151 12 48
split_gain=1.07621 0.292486 0.240389 0.194274 0.199071 0.187834 0.187559 0.182383 0.212903 0.1776 0.192412 0.168237 0.158169 0.263295 0.158004 0.343525 0.28584 0.406043 0.261334 0.254742 0.222789 0.154219 0.195946 0.160956 0.181158 0.160182 0.164586 0.143398 0.174366 0.142276
threshold=0.12000500000000001 0.10252500000000002 -0.13027499999999997 0.15361500000000003 -0.11122999999999998 -1.0000000180025095e-35 0.42642000000000008 0.30112000000000005 -0.42850999999999995 -1.0000000180025095e-35 -0.092414999999999983 0.080470000000000014 0.054835000000000009 0.085155000000000022 0.081440000000000026 0.089220000000000008 0.083090000000000011 1.0000000180025095e-35 0.098445000000000019 -0.039889999999999988 -0.019614999999999997 -0.0060099999999999989 -0.031404999999999995 -0.097804999999999989 -0.46166999999999997 0.12745000000000004 0.09394000000000001 0.095500000000000015 0.088045000000000012 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -4 11 29 21 -9 -7 -11 -1 13 14 27 16 17 -16 -18 20 -20 -2 -23 -24 -25 26 -26 -12 -29 -3
right_child=7 2 3 -5 -6 9 -8 8 -10 10 12 -13 -14 -15 15 -17 18 -19 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00049581796895400185 -0.00033881621275666014 0.0087177658786412766 0.0022203601839379636 0.0012735465889711711 0.0089086335332873232 0.015759852833715223 0.011405191847242023 0.005887136499187982 -0.002055172327282433 0.015816815965282706 0.0093215011129087234 0.0094006339325998153 0.012339111117633066 -0.00034597578597979594 0.0068691865940520257 0.015576434376639931 0.015956683874048302 -0.0036049178595199691 0.0079051193749213773 0.01380724940588236 -0.0015034904772252154 0.011874746279028058 0.011363527846447992 0.011022642402744321 0.003414477863683854 0.0089593557505199505 -0.0035145598954472077 -0.00087472410890649722 0.0093932501824958298 0.0022560054361215327
leaf_weight=25 31 27 31 26 403 26 22 34 61 27 1665 20 87 20 62 27 25 39 41 24 27 29 21 20 85 23 30 20 23 120
leaf_count=25 31 27 31 26 403 26 22 34 61 27 1665 20 87 20 62 27 25 39 41 24 27 29 21 20 85 23 30 20 23 120
internal_value=0 0.00859945 0.00707335 0.00802635 0.0084309 0.00904427 0.00447938 0.00376829 0.000787338 0.00915377 0.00907147 0.00390261 0.00898306 0.00883507 0.00892909 0.00701905 0.00595919 0.00282473 0.00866501 0.00668358 0.00416935 0.00495318 0.00574189 0.0047483 0.00386906 0.00283231 0.0016069 0.00920307 0.00461745 0.00344286
internal_weight=0 2787 629 460 434 2158 169 334 95 2113 2087 45 2060 1973 1953 245 218 101 117 92 68 239 208 179 158 138 115 1708 43 147
internal_count=3121 2787 629 460 434 2158 169 334 95 2113 2087 45 2060 1973 1953 245 218 101 117 92 68 239 208 179 158 138 115 1708 43 147
is_linear=0
shrinkage=0.0804263


Tree=3217
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 14 1 4 4 2 2 52 1 2 10 34 13 4 1 16 39 1 16 2 131 2 15 42 13
split_gain=44.2001 7.54681 4.64936 3.98 2.86497 2.34256 2.04319 1.76383 1.72116 1.70246 1.30238 0.912054 0.858387 1.00554 1.21816 0.728587 0.647472 0.694983 0.630558 0.625003 0.545636 0.685893 0.521671 0.490697 0.489846 0.484256 0.457043 0.432141 0.427599 0.451963
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.076779999999999987 0.089410000000000003 0.13404500000000005 0.062655000000000016 0.092845000000000025 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.17025000000000004 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.38124499999999995 -0.038779999999999995 -0.070999999999999994 -0.17966999999999997 0.11669000000000002 -0.0094449999999999968 0.056590000000000008 0.090540000000000023 0.11346000000000002 0.09358000000000001 0.09031500000000002 0.13913500000000004 0.094035000000000007 0.11275500000000001 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 7 18 6 8 24 10 -6 22 16 -12 -14 -15 -13 -4 26 -3 20 -20 -22 -5 -7 -1 -2 -18 -8 29 -24
right_child=1 2 11 5 9 23 27 -9 -10 -11 12 15 13 14 -16 -17 17 -19 19 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014972904879672854 0.0014890367774851902 0.0010650402204551838 0.00025593325574851895 0.0014379986967711523 0.0012405901105978475 0.00076976412707773986 0.0017972751241036849 0.00074955777738619001 0.00083038167905148761 0.00073758649112183898 0.0015909930423574801 0.00042899415281710183 0.0013271609934413981 0.00070970249278923432 0.0012734908717477338 -5.7474025525152683e-05 0.00069995849670704895 0.00079603920104327026 0.00086272621585141397 0.0006094899310222678 0.00042452530128134512 0.00089652546188410585 0.0014145046951015196 0.0011629372226981047 0.0010924241036858434 0.0011523184360437142 0.00033597229543184633 0.0015103995445861181 0.0011574106230065712 0.0011533464317276976
leaf_weight=20 52 21 24 1090 86 26 52 56 22 37 43 29 733 23 41 20 21 45 120 127 29 20 169 23 27 24 36 33 42 30
leaf_count=20 52 21 24 1090 86 26 52 56 22 37 43 29 733 23 41 20 21 45 120 127 29 20 169 23 27 24 36 33 42 30
internal_value=0 0.000799792 0.000727758 0.00136181 0.000835276 0.0013785 0.00138762 0.000984626 0.00137606 0.00108928 0.00138159 0.000457427 0.00132114 0.00130658 0.00107088 0.000230436 0.000545701 0.000613881 0.000736719 0.000713426 0.000791532 0.000617178 0.00141975 0.000954315 0.00126471 0.0013827 0.000470072 0.0016859 0.00133719 0.00137513
internal_weight=0 691 615 2430 440 2327 2278 103 2193 123 2171 175 840 797 64 49 126 102 317 296 169 49 1331 49 47 76 57 85 241 199
internal_count=3121 691 615 2430 440 2327 2278 103 2193 123 2171 175 840 797 64 49 126 102 317 296 169 49 1331 49 47 76 57 85 241 199
is_linear=0
shrinkage=0.00196078


Tree=3218
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 10 16 4 3 0 133 132 0 475 16 49 4 3 34 13 2 13 160 13 16
split_gain=51.9722 9.36685 6.02068 5.24819 4.00682 3.07641 1.73679 1.61636 1.572 1.27195 1.18202 0.993859 0.94826 1.13452 0.689816 0.608303 0.826146 0.599509 0.592509 0.542083 0.816742 0.531033 0.812945 0.527196 0.812472 0.552134 0.523668 0.514609 0.957071 0.771519
threshold=0.10538500000000002 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.077845000000000011 -0.062879999999999978 -0.52595999999999987 -0.081224999999999978 0.090900000000000009 -0.059114999999999994 0.089405000000000012 0.08696000000000001 -0.073309999999999986 -0.082014999999999991 -0.45661999999999997 -0.013914999999999999 -0.55119499999999988 -0.12711499999999995 -0.038779999999999995 -0.28558999999999996 0.13093500000000002 -0.079299999999999995 -1.0000000180025095e-35 -0.0075049999999999987 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 7 -6 12 11 -5 14 -7 21 17 -4 16 27 -14 -13 -20 -21 -1 -23 -12 -25 -26 -17 28 -3 -29
right_child=1 2 10 9 6 8 -8 -9 -10 -11 23 18 13 -15 -16 26 -18 -19 19 20 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0018827650115158265 0.001518725693096003 0.00075569312343848685 0.00041796622570772408 0.0013796648537578368 0.0013524967372716586 0.00095715544898720343 0.00085178953965366359 0.0018025976768142177 0.0010100445545771543 0.00088617990348458257 0.0002634941985575007 0.0016144864470757486 0.0015032276798732076 0.0011551873600304438 -7.3562905081068656e-05 0.00079486125824498194 0.00049847174672620214 0.0013332484519330812 0.0016406274601524951 0.0010080832826716252 0.0013833249818708735 0.0012617736150894094 0.0015838258336476011 0.00040495710998587642 0.0010027170387128244 0.00061926937442060724 0.00036526180368549876 0.00086440684646368025 0.0012316051996752965 0.00054207377021744355
leaf_weight=21 72 32 23 28 84 20 39 76 48 71 20 46 1102 40 21 20 29 86 28 24 315 32 517 44 22 42 24 125 33 37
leaf_count=21 72 32 23 28 84 20 39 76 48 71 20 46 1102 40 21 20 29 86 28 24 315 32 517 44 22 42 24 125 33 37
internal_value=0 0.000850757 0.000769928 0.00146801 0.000895701 0.0014866 0.00119374 0.0015225 0.00134672 0.00102575 0.000460613 0.00138404 0.00151067 0.00147999 0.000183373 0.000773506 0.000810111 0.00149092 0.00140471 0.00137842 0.00135676 0.00157676 0.00156505 0.000555915 0.000610067 0.00075108 0.000560534 0.000849924 0.00099731 0.000790788
internal_weight=0 667 595 2454 423 2355 123 1874 481 99 172 433 1798 1228 44 300 256 1188 413 367 339 570 549 128 108 64 44 227 65 162
internal_count=3121 667 595 2454 423 2355 123 1874 481 99 172 433 1798 1228 44 300 256 1188 413 367 339 570 549 128 108 64 44 227 65 162
is_linear=0
shrinkage=0.00196078


Tree=3219
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 2 2 1 4 16 1 2 10 3 2 3 3 131 12 47 1 2 11 1420 3 1 50
split_gain=79.5471 13.2894 8.249 6.59029 4.77215 4.21804 2.40484 2.34884 2.19609 2.0297 1.82928 1.63133 1.3989 1.2576 1.38908 0.989552 0.937403 0.880107 0.804474 0.87341 0.63488 0.607039 0.60069 0.581633 0.58089 0.676849 0.568826 0.873065 1.3548 0.599708
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.11474000000000002 0.076975000000000002 0.14122000000000004 0.17025000000000004 0.09253500000000002 0.40945500000000007 -0.52595999999999987 0.089625000000000024 0.08647500000000001 -0.38124499999999995 0.30112000000000005 -0.0091949999999999983 -0.13927999999999999 -0.10217499999999997 0.091440000000000007 0.095780000000000018 0.090100000000000013 0.11588000000000001 0.10060500000000001 0.08326500000000002 -0.084814999999999988 -0.12018999999999998 0.077845000000000011 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 22 7 23 13 12 11 -5 16 -7 26 17 -11 -4 -15 24 -20 -2 -21 -3 -6 -14 -26 -1 28 -28 -29
right_child=1 2 9 10 6 8 -8 -9 -10 15 -12 -13 18 14 -16 -17 -18 -19 19 21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0019795487196275214 0.0017245456784077096 0.00076202485532501875 0.00090625473303959083 0.0014621743712768273 0.0016170172310824211 0.0010200334942262173 0.00077540804284089934 0.002014915644874556 0.0010459826014572455 0.00037262998699727728 0.00090889332087863185 0.00045380991321164303 0.0019895659501119006 0.0012122069174453113 0.0010718863229192269 -0.00016624907798626842 0.00044805909468924234 0.0016041666661115125 0.0011303210344717975 0.0015883613219286677 0.001323605508402832 0.0014456362986450739 0.0010428947911959659 0.0012794065822398968 0.0013238690354528679 0.0017628010394476912 0.0016681236724496544 0.0016899537381639016 0.0010876279339451147 0.0015246573971807091
leaf_weight=22 54 191 66 34 44 21 24 67 41 34 63 132 20 23 22 20 22 266 23 213 20 228 33 33 20 37 39 1198 24 87
leaf_count=22 54 191 66 34 44 21 24 67 41 34 63 132 20 23 22 20 22 266 23 213 20 228 33 33 20 37 39 1198 24 87
internal_value=0 0.000847632 0.000752686 0.00159387 0.000959819 0.00161413 0.00130672 0.00166195 0.00147549 0.000506998 0.00110283 0.000588968 0.00150683 0.00164788 0.00153753 0.000173045 0.000791706 0.00157297 0.00152572 0.00149552 0.00161618 0.00151457 0.000803403 0.00147233 0.00170769 0.00160879 0.00167293 0.00166793 0.00144698 0.00167876
internal_weight=0 673 599 2448 325 2351 101 1748 603 274 97 220 562 1681 311 54 88 289 541 464 74 441 224 77 77 57 1370 1348 63 1285
internal_count=3121 673 599 2448 325 2351 101 1748 603 274 97 220 562 1681 311 54 88 289 541 464 74 441 224 77 77 57 1370 1348 63 1285
is_linear=0
shrinkage=0.00192234


Tree=3220
num_leaves=31
num_cat=0
split_feature=4 2 149 123 3 14 10 133 16 4 51 2 42 12 50 483 16 149 49 0 52 15 12 13 52 12 12 3 16 43
split_gain=1.62718 0.529074 0.446915 0.436463 0.243018 0.237142 0.224319 0.223566 0.18837 0.283078 0.28254 0.396961 0.39268 0.244084 0.222902 0.218996 0.207799 0.199278 0.196071 0.231835 0.205435 0.288876 0.184961 0.180408 0.174135 0.160225 0.253475 0.153416 0.19964 0.188533
threshold=0.36766000000000004 0.14285500000000004 0.07770500000000001 1.0000000180025095e-35 0.31299000000000005 -0.24175999999999997 -0.079859999999999987 -0.030254999999999994 -0.071359999999999993 0.024790000000000003 -0.41109999999999997 0.10222000000000002 -0.0060199999999999993 -0.083994999999999986 -0.23848499999999997 0.083960000000000021 -0.12029499999999999 0.079625000000000015 -0.007794999999999999 -0.15599999999999997 0.0031350000000000002 -0.092489999999999989 0.10312500000000001 -0.0079349999999999993 0.12492500000000002 0.10463500000000002 -0.042789999999999988 -0.13927999999999999 -0.48836499999999994 0.10366000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 -2 -5 15 13 22 12 -12 -10 -15 18 -17 -16 20 -20 21 -7 -11 -9 27 26 -3 28 -8 -29
right_child=2 25 -4 7 -6 8 24 23 9 10 11 -13 -14 14 17 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.018120674157263171 -0.0020481976468067638 0.0066606315513115582 0.013188020398713281 0.012530809288856321 0.0033350608587194323 -0.0024162275167425541 0.0030126658493470665 0.0064169553648866975 0.0016664941839194811 0.011040393835247958 -0.00079554571624313147 -0.0058627957370796756 0.012204817472468899 0.017721280171114653 0.0096752652356914721 0.011329699811985226 0.019719378521594187 0.016659677104436076 0.017700426023427203 0.010585906033493806 0.011658070373639541 0.008345410225216416 0.002951039486632849 0.00024922041639494395 0.010480892122356776 0.0074634303177472496 -0.003928441246973685 0.0032909419713775204 0.01175923743403974 -0.0037769928436587482
leaf_weight=20 39 24 27 24 30 21 34 96 20 71 23 20 29 20 1159 39 28 23 26 921 37 40 20 36 21 40 26 158 25 24
leaf_count=20 39 24 27 24 30 21 34 96 20 71 23 20 29 20 1159 39 28 23 26 921 37 40 20 36 21 40 26 158 25 24
internal_value=0 0.00956267 0.00403057 0.00974928 0.00998294 0.0100622 0.00320914 0.00593422 0.00999763 0.00941938 0.00651089 0.00303314 0.00645466 0.00980733 0.00994279 0.0107179 0.0148358 0.00981117 0.0104538 0.0107812 0.00729004 0.00464058 0.00926251 0.00473485 0.00399172 0.00395837 0.00115431 0.00342628 0.00671884 0.00235891
internal_weight=0 2793 328 2703 2547 2517 301 156 2497 1385 163 72 52 1222 1202 1112 67 1182 1045 947 98 61 91 132 262 90 50 241 59 182
internal_count=3121 2793 328 2703 2547 2517 301 156 2497 1385 163 72 52 1222 1202 1112 67 1182 1045 947 98 61 91 132 262 90 50 241 59 182
is_linear=0
shrinkage=0.0743015


Tree=3221
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 12 3 13 149 16 14 0 151 457 1 3 3 13 3 0 1 12 43 16 16 12 16 13 3 52
split_gain=1.32079 0.401117 0.236474 0.449344 0.284892 0.218594 0.211342 0.370253 0.225837 0.21083 0.202503 0.2042 0.185774 0.216262 0.285389 0.172276 0.537268 0.29227 0.256429 0.198562 0.1743 0.172282 0.166256 0.262418 0.153665 0.27358 0.409403 0.223205 0.25154 0.213669
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 1.0000000180025095e-35 -0.083654999999999993 1.0000000180025095e-35 0.13524500000000003 -0.11122999999999998 0.07770500000000001 -0.43320999999999993 -0.47071999999999997 -0.11173999999999999 -0.0064299999999999991 0.087855000000000003 0.10937500000000001 -0.081924999999999984 -0.080409999999999995 0.0049450000000000006 -0.24190499999999995 -0.070154999999999981 0.09202500000000001 0.096395000000000022 -0.04890499999999999 -0.5224049999999999 0.19444000000000003 0.092200000000000018 0.31475000000000003 -0.14819499999999997 0.092670000000000016 -0.53299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 15 -5 12 8 9 10 -8 -2 22 13 14 -6 17 -17 19 -19 20 -4 -20 -12 -24 27 29 -27 -1 -29 -26
right_child=6 -3 3 4 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 21 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.014357040308462845 0.010168120961240082 0.0036478564296613314 0.020981262884069159 -0.0033211585279366933 0.0074763027489246304 0.012476278708667327 0.00040014630964872554 -0.0073425727907468425 0.011792003171055053 0.0094135552419809289 0.00079259870111078492 0.0016427092318964344 -0.00022912065224740957 0.012705691907126469 -0.0023226711661999467 -0.0037157558428721257 0.0082430316016418211 0.013228956192187625 0.0001906422478562978 0.0087940332441419737 0.012552587295398069 0.0077621568576421891 0.004462187030043337 0.014320516549298334 0.015225090357204357 -0.002773688597384884 0.0072254576540625925 0.0092572061096178083 0.0010373986372529717 0.0079511248660221537
leaf_weight=45 26 89 23 23 46 20 40 23 22 21 22 137 35 20 24 21 393 32 23 30 30 52 38 23 30 28 97 1613 20 75
leaf_count=45 26 89 23 23 46 20 40 23 22 21 22 137 35 20 24 21 393 32 23 30 30 52 38 23 30 28 97 1613 20 75
internal_value=0 0.00845895 0.00861872 0.00754299 0.00421071 0.00540542 0.00372168 0.000533468 0.00472096 0.00350312 0.0040886 0.00337011 0.00427408 0.00602533 0.00411665 0.00846985 0.00763643 0.0102858 0.00776957 0.0135297 0.0162103 0.00544023 0.00622135 0.00817926 0.00905397 0.00728823 0.00498565 0.009296 0.00915653 0.0100294
internal_weight=0 2769 2680 772 168 145 352 84 268 61 246 220 125 90 70 604 414 190 107 83 53 75 83 61 1908 230 125 1678 1633 105
internal_count=3121 2769 2680 772 168 145 352 84 268 61 246 220 125 90 70 604 414 190 107 83 53 75 83 61 1908 230 125 1678 1633 105
is_linear=0
shrinkage=0.0728446


Tree=3222
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 0 49 1 4 1 47 2 48 4 0 3 475 52 52 0 13 42 1 13
split_gain=69.4631 11.8879 6.89493 5.41728 3.87911 3.28905 2.64386 2.29329 1.90643 1.76834 1.6955 1.30801 2.86777 1.83628 1.19045 1.17565 0.816233 0.79403 0.757646 0.877557 0.82792 0.889513 0.743075 0.623906 0.981126 0.798597 0.760885 0.684533 0.616264 0.61355
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14960000000000004 0.11474000000000002 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 0.16540500000000002 0.090100000000000013 0.089885000000000007 0.093265000000000015 -0.52556499999999995 -0.07929499999999999 -0.12711499999999995 -0.07550999999999998 0.039215000000000007 -0.12647999999999995 -0.060129999999999996 -0.055129999999999992 -0.064119999999999996 0.13210500000000003 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 11 15 -5 22 -6 12 13 -1 18 28 -3 -15 19 -13 -21 -22 -7 24 -24 -25 -26 -28 -4 -20
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 14 -14 17 -16 -17 -18 -19 29 20 21 -23 23 25 26 -27 27 -29 -30 -31
leaf_value=0.001469137166587235 0.0014799359719474749 0.00067232404385235119 0.00061061615507472522 0.0014246756095012997 0.0012979919964178947 0.0015606321476609611 0.0018588822046217354 0.00089467806516479922 0.00082738540013064089 0.00083992470059564457 0.00073378162176880937 0.0019230192494744645 0.0018038929814973366 0.0011319098478524742 0.001307432453439734 -4.3001839304698648e-05 0.0010031054727554101 0.00070289097574526222 0.0014426463159834335 0.0015546976823508293 0.0011130991881230523 0.001475451975239587 0.0013817000500971107 0.001494739147566349 0.0013266708279334319 0.0012020427438794636 0.0012589686126936645 0.00083680447836946125 0.00036750675420083479 0.0010831778410058015
leaf_weight=47 76 199 50 28 81 57 76 37 67 26 26 21 35 44 102 22 32 25 74 1052 27 344 110 122 40 48 22 40 168 23
leaf_count=47 76 199 50 28 81 57 76 37 67 26 26 21 35 44 102 22 32 25 74 1052 27 344 110 122 40 48 22 40 168 23
internal_value=0 0.00076268 0.000674043 0.00145341 0.000858306 0.00147172 0.0015077 0.000449202 0.00100343 0.00132704 0.00116089 0.00149282 0.0013216 0.00117608 0.00150856 0.000380525 0.000718147 0.000976468 0.00152187 0.00153292 0.00152716 0.00144908 0.00135589 0.00132534 0.00125577 0.0014121 0.00111996 0.000986605 0.000423266 0.00135741
internal_weight=0 691 615 2430 338 2335 1870 277 95 465 107 1794 151 116 1643 240 231 69 1541 1444 1423 371 439 382 212 170 102 62 218 97
internal_count=3121 691 615 2430 338 2335 1870 277 95 465 107 1794 151 116 1643 240 231 69 1541 1444 1423 371 439 382 212 170 102 62 218 97
is_linear=0
shrinkage=0.00192234


Tree=3223
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 129 391 457 13 483 1429 1429 48 160 2 12 1209 1212 0 1213 0 158 1447 42 480 1 42 4 403 1
split_gain=1.32617 0.409811 0.355767 0.250951 0.234466 0.311645 0.251391 0.247617 0.220968 0.224274 0.243633 0.455108 0.259847 0.291658 0.333377 0.399647 0.227412 0.231887 0.340044 0.247111 0.225276 0.21613 0.229229 0.229896 0.223679 0.209683 0.201988 0.197471 0.217842 0.21419
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.089005000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.26807500000000006 -0.097224999999999992 -0.095084999999999989 0.084770000000000012 0.086825000000000013 -0.08595499999999999 0.0046300000000000013 0.082850000000000021 0.086095000000000019 0.083050000000000013 0.087685000000000013 -0.085134999999999975 0.23509000000000002 -0.082084999999999977 0.10968000000000001 -0.085754999999999984 0.085345000000000018 0.086930000000000021 0.15471500000000002 0.088295000000000012 -0.074729999999999977 0.10469000000000002 0.117245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 27 -8 -10 12 -12 -11 16 15 -15 17 21 -19 20 -20 22 23 -14 -24 -2 -26 28 -7 -29
right_child=25 -3 4 -5 5 7 8 -9 9 10 11 -13 13 14 -16 -17 -18 18 19 -21 -22 -23 24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.0037710335738931036 0.0044125702199002397 0.0032108170053072316 0.016521397264171352 0.0071887405404934893 -0.0011590308801387107 0.009475167104882002 0.013601796586616675 2.1130265356190813e-05 0.014222691293011789 0.017488775718672672 -0.0022033788451836234 0.011111004064702097 0.010375298834094042 -0.0061276447726498198 0.009475930550141105 0.0071999807811078146 0.012782152300182476 -0.0025292348058765413 0.0098199495867744725 0.015410421769534291 0.0010614865064068615 0.015803851509944369 0.0093590340723270372 -0.00034519891468393814 0.020540697596998808 -0.0017688321962125153 0.010228139950140033 0.0081351221255182866 0.01655729269820589 0.0021527917526292344
leaf_weight=21 317 75 30 28 20 328 72 20 51 22 30 29 20 24 56 28 112 22 37 20 31 31 766 27 20 35 24 762 27 36
leaf_count=21 317 75 30 28 20 328 72 20 51 22 30 29 20 24 56 28 112 22 37 20 31 31 766 27 20 35 24 762 27 36
internal_value=0 0.00873663 0.00889046 0.00249169 0.00900901 0.0082218 0.00965579 0.00838175 0.00951095 0.00929277 0.00909922 0.00434098 0.00932562 0.00917817 0.00541841 0.00104877 0.00954399 0.00918059 0.00589827 0.00800514 0.00582712 0.00958718 0.0093623 0.00421672 0.00966088 0.00379794 0.0149157 0.00852677 0.0100138 0.00786524
internal_weight=0 2769 2694 49 2645 1193 1452 1173 1422 1350 1299 59 1240 1218 108 52 1110 998 110 88 68 888 857 47 810 352 44 1153 355 798
internal_count=3121 2769 2694 49 2645 1193 1452 1173 1422 1350 1299 59 1240 1218 108 52 1110 998 110 88 68 888 857 47 810 352 44 1153 355 798
is_linear=0
shrinkage=0.0757875


Tree=3224
num_leaves=31
num_cat=0
split_feature=1 2 0 52 43 48 1 30 33 1424 47 0 13 3 0 15 49 132 52 16 16 16 52 48 3 1 457 151 13 131
split_gain=1.10059 0.295568 0.231731 0.316865 0.227423 0.412222 0.218763 0.181778 0.201357 0.181197 0.174597 0.200996 0.170446 0.164862 0.187692 0.172762 0.164678 0.206625 0.16029 0.238722 0.15658 0.236932 0.146685 0.17906 0.145788 0.13853 0.177825 0.189022 0.133948 0.130884
threshold=0.12000500000000001 0.10252500000000002 -0.085939999999999989 0.039215000000000007 -0.04890499999999999 0.084670000000000009 0.10797500000000002 0.086065000000000016 0.083840000000000012 1.0000000180025095e-35 0.085505000000000012 -0.040504999999999992 -0.088589999999999988 -0.010424999999999999 -0.10474999999999998 -0.070929999999999979 0.13173000000000004 0.10240500000000001 -0.066844999999999988 -0.25582999999999995 0.058835000000000005 -0.4179199999999999 -0.07167999999999998 0.089670000000000014 0.095270000000000007 0.096325000000000008 0.083995000000000014 -0.077429999999999985 -0.14179999999999995 0.090855000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 24 8 9 25 13 -12 -5 18 15 -15 17 28 -2 -20 21 -16 -8 -24 -6 29 27 -27 -4 -1
right_child=10 2 16 12 6 -7 22 -9 -10 -11 11 -13 -14 14 20 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0075736704709929549 -0.0003489225485752661 -0.0084160011639837391 0.0023164304026955635 0.0037631307608706126 0.0057662632307199525 0.0035702596593238912 0.012294766350347399 0.002139546426485262 0.014097428249978892 0.014118976202491848 0.0071063328065875701 -0.00061072401404097876 0.011741992910900806 0.0072210470305243196 0.001000076660662859 -0.00084451174306432626 0.0017712871276248526 0.00041974424212936376 0.0029636363383080378 0.011644546738905434 0.0035410480051159543 -0.0074553180434679608 0.0098042513259309922 0.0006506032915741236 -0.0017415212186418691 0.012131169342598298 6.7747111968304258e-05 0.0056972671979970595 0.0080845054413696497 0.0094857259226992577
leaf_weight=1678 27 22 21 21 21 39 20 29 24 21 78 21 35 30 32 23 28 20 44 24 22 33 20 22 32 26 23 161 328 196
leaf_count=1678 27 22 21 21 21 39 20 29 24 21 78 21 35 30 32 23 28 20 44 24 22 33 20 22 32 26 23 161 328 196
internal_value=0 0.0072562 0.00592066 0.00416267 0.00270309 -0.000752654 0.00453614 0.00764547 0.00772047 0.00764777 0.00300301 0.00546938 0.00874992 0.00196398 0.00043634 0.0037209 0.00694799 0.00734081 0.00421524 0.00602749 -0.0015646 -0.00329266 0.00735957 0.00500948 0.00123326 0.00758256 0.00587728 0.00659182 0.00773743 0.00777365
internal_weight=0 2787 629 232 176 61 115 2158 2129 2105 334 99 56 235 140 53 397 369 95 68 87 65 62 42 53 2084 210 187 349 1874
internal_count=3121 2787 629 232 176 61 115 2158 2129 2105 334 99 56 235 140 53 397 369 95 68 87 65 62 42 53 2084 210 187 349 1874
is_linear=0
shrinkage=0.0700159


Tree=3225
num_leaves=31
num_cat=0
split_feature=4 2 123 3 149 49 1416 1 1213 148 13 48 50 133 0 13 48 0 48 0 48 151 3 47 43 3 2 3 0 39
split_gain=0.898403 0.287672 0.251946 0.19198 0.172818 0.212079 0.167459 0.197662 0.347163 0.236502 0.277339 0.284544 0.255577 0.281733 0.26832 0.191951 0.179217 0.395034 0.180673 0.349392 0.198417 0.159427 0.150766 0.289818 0.148892 0.338412 0.264411 0.158716 0.143436 0.143111
threshold=0.27287000000000006 0.17025000000000004 0.11021500000000002 0.63141500000000017 0.07770500000000001 -0.046979999999999987 1.0000000180025095e-35 0.089625000000000024 0.0036000000000000003 -0.07990499999999999 -0.14819499999999997 0.10911000000000001 0.089465000000000017 0.087435000000000013 -0.22491999999999998 -0.42195999999999995 0.090720000000000009 -0.061629999999999997 0.078735000000000013 -0.088099999999999984 0.086125000000000021 -0.016164999999999995 -0.0037349999999999996 0.092165000000000011 -0.05647499999999999 -0.0025099999999999996 0.11474000000000002 -0.072199999999999986 -0.069954999999999976 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 7 16 9 -9 15 12 13 14 -12 -11 18 -18 29 20 -20 -22 -16 -24 25 -7 27 -26 -15 -1
right_child=3 -3 -4 -5 -6 24 -8 8 -10 10 11 -13 -14 28 22 -17 17 -19 19 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0076948253071337444 -0.0023583472702609931 5.021824933406766e-05 -0.00011599162234343089 -0.0041921442536666589 0.0092650220100677656 0.0043179291584460825 0.012526690396364497 -0.00082453209278295081 -0.0030398126153815303 0.0069588582014264815 -0.0013272280982437384 0.012446671936509539 0.00937308794152222 -0.003642659988339412 0.0062746552453929877 -0.002005652506035514 0.0065925567307238949 -0.0044671261580047665 0.013340407740357146 0.019847773629936359 0.011221243832017537 0.0028684943111883538 0.014375552283119108 0.0031044124827693566 0.0035768346236300787 -0.0051936219526518331 0.0027233815174521128 0.01164627344011275 0.004324008816035051 0.0013979541632241346
leaf_weight=1618 38 33 27 20 27 70 34 25 23 23 24 53 148 25 306 34 159 21 34 20 21 35 38 20 21 31 103 42 27 21
leaf_count=1618 38 33 27 20 27 70 34 25 23 23 24 53 148 25 306 34 159 21 34 20 21 35 38 20 21 31 103 42 27 21
internal_value=0 0.00708395 0.00716878 0.00301907 0.00345348 0.00293902 0.00724139 0.00717421 0.00612662 0.00641822 0.00667763 0.00712812 0.00664872 0.00573235 0.00643441 0.00161161 0.00757935 0.00530226 0.0078137 0.010787 0.00877353 0.00600078 0.00694616 0.010489 0.00369295 0.00139854 0.00508895 0.00895646 0.00049388 0.00761415
internal_weight=0 2769 2736 352 332 305 2709 2675 746 723 698 641 588 440 388 57 1929 180 1749 110 90 56 364 58 267 101 166 63 52 1639
internal_count=3121 2769 2736 352 332 305 2709 2675 746 723 698 641 588 440 388 57 1929 180 1749 110 90 56 364 58 267 101 166 63 52 1639
is_linear=0
shrinkage=0.0757875


Tree=3226
num_leaves=31
num_cat=0
split_feature=1 3 2 4 0 2 1 14 47 1 2 16 2 1 1447 150 13 1 159 2 52 3 16 52 4 160 1 12 3 160
split_gain=44.4225 5.84065 4.54158 3.0741 2.51632 2.2527 2.07909 1.50376 1.37444 1.25549 1.20274 0.851826 0.783175 0.972883 0.764404 0.754827 0.74759 0.746909 0.714669 0.539156 0.488022 0.453881 1.10786 0.44022 0.431643 0.434969 0.39946 0.395232 0.647047 0.382316
threshold=0.10752500000000002 -0.059315 0.099185000000000009 0.27834500000000006 -0.13027499999999997 -1.0000000180025095e-35 0.11690500000000002 0.062655000000000016 0.085505000000000012 0.094090000000000021 0.14285500000000004 -0.061854999999999993 0.089885000000000007 0.088975000000000012 -0.082869999999999985 1.0000000180025095e-35 -0.14179999999999995 0.16540500000000002 0.082585000000000006 0.11411 -0.56176499999999996 -0.10217499999999997 0.15273500000000004 0.056145000000000007 0.015030000000000002 0.0065900000000000012 0.090540000000000023 -0.086254999999999984 0.11658 -0.064219999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 15 9 18 12 17 -1 16 -10 26 14 -14 -4 -6 23 27 -2 -18 22 -22 29 25 -23 -7 -3 -29 -8
right_child=1 6 4 -5 10 7 8 -9 11 -11 -12 -13 13 -15 -16 -17 20 -19 -20 -21 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001288030877078896 0.001252374662529401 0.00063158283265782333 0.0010092952174554561 0.00067392858613931955 0.0008646202556281085 0.0013818233971522576 0.00060424840447746166 0.0016190259058127725 0.00053686393802267272 0.00080641051730536437 0.00086178225344979236 0.0009724574662478907 0.0015904249714723988 0.00096336049200208091 0.0012759335896212378 0.00065159494769910238 0.0014496967517862132 3.1183856247248603e-05 0.00053821768237851482 0.00089716301523331632 0.00071509944909184159 0.0012828407896386383 0.0012605301355243812 0.00058747987156989527 0.0011749155611288089 0.0015849124121955353 0.0012936780657519633 0.0011089495888547366 0.0007182672098070299 0.00032771469482651642
leaf_weight=38 92 20 48 74 21 1079 23 78 45 46 38 28 32 36 416 43 40 20 34 20 22 144 41 50 146 21 242 39 28 117
leaf_count=38 92 20 48 74 21 1079 23 78 45 46 38 28 32 36 416 43 40 20 34 20 22 144 41 50 146 21 242 39 28 117
internal_value=0 0.000696525 0.00129398 0.000984045 0.00113887 0.00133846 0.000564152 0.00135247 0.000472176 0.00102429 0.00119631 0.000703941 0.00134095 0.00127348 0.0012984 0.000840272 0.00122554 0.00039161 0.000779269 0.00118894 0.00124384 0.00122183 0.00107006 0.000429549 0.00125257 0.00132129 0.00136568 0.000873473 0.000945679 0.000373145
internal_weight=0 590 2531 186 564 1967 404 1883 283 84 473 73 1805 484 448 91 435 210 121 112 414 374 63 190 311 165 1321 87 67 140
internal_count=3121 590 2531 186 564 1967 404 1883 283 84 473 73 1805 484 448 91 435 210 121 112 414 374 63 190 311 165 1321 87 67 140
is_linear=0
shrinkage=0.00196078


Tree=3227
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 16 1 0 49 50 4 1 1 1 1 4 13 2 1 1 0 1 2 4
split_gain=159.2 25.4516 12.6282 12.1879 7.5103 7.08439 4.69963 4.67973 4.17438 4.01108 3.81694 2.27868 2.10835 2.13205 1.90637 1.39985 1.39814 1.38314 1.32758 1.18131 1.16769 1.5006 0.94332 0.901219 0.853356 0.832956 0.765515 0.679906 0.617802 0.55298
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 0.076975000000000002 -1.0000000180025095e-35 0.13501500000000002 0.10613000000000002 0.09253500000000002 -0.52595999999999987 0.089625000000000024 -0.10607499999999999 -0.054984999999999992 0.041865000000000006 -0.062539999999999984 0.12408500000000001 0.13075500000000004 0.12000500000000001 0.076935000000000017 -0.053309999999999989 0.049530000000000012 0.089005000000000015 0.16175000000000003 0.122715 -0.019414999999999998 0.12958500000000003 0.11411 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 12 19 11 27 -4 -7 23 -14 -2 24 -11 -18 28 -3 26 -22 -15 -1 -6 -16 29 -9 -5 -13
right_child=1 4 10 18 15 8 -8 9 -10 16 -12 20 13 22 25 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017725570518163862 0.00092116177037599649 0.00039075015855380912 0.0014726045072715698 0.00092586169626309876 -0.00016794117855899833 0.00089524157787042736 0.0022329945121531943 0.0012196041806896388 0.00092540846413208375 0.00090689517793356839 0.00065740539121026753 0.0015923713675790943 0.0010822412256589707 0.0016615986773326783 0.0016115387721973306 0.00024299970511937032 0.00048728210819592955 7.3849758499386323e-05 0.00010906198823648 -7.8511440645586813e-05 0.0018525464786493613 0.0013454625936334622 0.0013292921276453601 0.0016624828271299087 -0.00063110288894534401 0.0011819787539131279 0.0012388553461092366 0.00076399067508093276 0.00050871566583225931 0.0014364936388014512
leaf_weight=973 23 30 34 21 65 21 68 34 48 22 63 223 32 242 100 26 120 42 24 66 89 30 38 405 20 21 38 20 39 144
leaf_count=973 23 30 34 21 65 21 68 34 48 22 63 223 32 242 100 26 120 42 24 66 89 30 38 405 20 21 38 20 39 144
internal_value=0 0.000559668 0.00163647 0.00109238 0.000286728 0.00166507 0.00172759 0.000433576 0.00147975 0.000580981 0.000943145 0.00152857 0.00170725 0.0015617 0.00143863 -0.000155137 0.000443083 0.000380096 0.000498815 6.81328e-05 0.00155395 0.00172471 0.0016165 0.00174021 -0.00027692 0.00153699 0.00150378 0.00105086 0.000654717 0.00153121
internal_weight=0 673 2448 228 445 2351 1758 334 593 238 97 545 1690 312 144 111 184 162 84 96 524 119 280 1378 85 121 405 54 60 367
internal_count=3121 673 2448 228 445 2351 1758 334 593 238 97 545 1690 312 144 111 184 162 84 96 524 119 280 1378 85 121 405 54 60 367
is_linear=0
shrinkage=0.00196078


Tree=3228
num_leaves=31
num_cat=0
split_feature=1 2 0 4 9 44 147 52 1429 47 48 2 1446 14 1446 43 4 133 133 1 49 160 16 50 15 51 0 43 15 12
split_gain=1.32023 0.351503 0.248652 0.231411 0.201176 0.206195 0.203795 0.239298 0.193532 0.175996 0.174366 0.172603 0.183824 0.169983 0.175962 0.16694 0.219299 0.228199 0.21621 0.275322 0.166447 0.160416 0.159128 0.157188 0.275488 0.197793 0.173589 0.399794 0.38519 0.301159
threshold=0.12000500000000001 0.10188000000000001 -0.13027499999999997 0.42642000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.089365000000000014 -0.087769999999999987 -0.092414999999999983 0.085505000000000012 0.12118000000000002 0.15609500000000001 0.10734500000000001 0.062655000000000016 0.11581000000000001 -0.073404999999999984 -0.42529999999999996 -0.0084449999999999994 0.017095000000000003 0.10337500000000001 0.10269000000000002 0.10455000000000002 -0.072359999999999994 0.11875500000000001 -0.0079099999999999986 0.13995500000000002 -0.075934999999999989 -0.079734999999999986 1.0000000180025095e-35 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 8 -8 -6 -2 -11 12 15 14 23 21 -17 -18 19 -19 -20 -4 -12 26 25 -25 -10 28 29 -28
right_child=9 2 11 -5 5 -7 7 -9 13 10 22 -13 -14 -15 -16 16 17 18 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0034738291926728645 0.0018471580098889243 0.0029112302618745345 0.011064478178235429 0.011078874061921535 0.015396099233270765 0.016253723851130563 0.0088821005719983415 -0.0024283694052449592 0.008822184285653541 0.008501507697946652 -0.0022543785946888936 0.00080832016697927216 0.00057728316968106048 0.011846258614969282 0.015473848579057167 0.010148014122764447 0.0082892050848976818 -0.0071916926481535477 0.0088391538599803341 0.0048107753155559995 0.00054198314996469551 0.0040627669552569141 0.0068704387973600378 0.012459875464618636 -0.00085848487858168924 0.0026630100167615886 0.0038299256005904871 0.0087017159861099719 0.0096121757717897282 -0.0062244804867575944
leaf_weight=45 235 149 129 23 24 20 22 21 1486 55 23 22 20 86 20 85 93 21 41 23 21 22 21 29 29 20 44 229 35 28
leaf_count=45 235 149 129 23 24 20 22 21 1486 55 23 22 20 86 20 85 93 21 41 23 21 22 21 29 29 20 44 229 35 28
internal_value=0 0.00801862 0.00647381 0.00400342 0.00848755 0.00859535 0.00852146 0.00335838 0.00863083 0.00297633 0.00565668 0.0073646 0.00768161 0.00854989 0.00840224 0.00800824 0.00692566 0.00554927 0.00314537 -0.000917675 0.00602882 0.0100444 0.00210065 0.0083278 0.00499616 0.00846115 0.00847043 0.00691473 0.00309026 -8.01212e-05
internal_weight=0 2787 649 172 2138 2093 2073 43 2030 334 99 477 455 2006 1920 435 284 199 106 44 62 151 44 1900 78 49 1822 336 107 72
internal_count=3121 2787 649 172 2138 2093 2073 43 2030 334 99 477 455 2006 1920 435 284 199 106 44 62 151 44 1900 78 49 1822 336 107 72
is_linear=0
shrinkage=0.0757875


Tree=3229
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 2 0 2 133 132 52 13 160 16 13 10 159 1447 1 4 0 131 1 0 1
split_gain=58.1688 9.66588 5.84567 4.91868 4.41062 2.71786 1.98373 1.63286 1.38741 1.22107 1.19791 1.02322 0.877444 0.859919 0.855598 0.737333 0.701672 0.730407 1.03917 0.665898 0.649521 0.634569 0.657156 0.718821 0.933464 0.597646 0.548944 0.548489 0.738211 0.520172
threshold=0.10538500000000002 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.17025000000000004 -0.22491999999999998 -0.090999999999999984 0.089200000000000015 0.08696000000000001 -0.56176499999999996 -0.011289999999999998 -1.0000000180025095e-35 -0.018494999999999998 -0.004174999999999999 -0.38124499999999995 0.082585000000000006 -0.082869999999999985 0.083345000000000016 -0.111605 -0.23194499999999998 0.091440000000000007 0.085110000000000005 -0.070154999999999981 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 13 9 -6 11 -5 12 19 -7 -1 14 16 -13 -3 -18 25 -4 -12 22 -17 -24 -25 -19 -2 28 -23 -14
right_child=1 2 10 8 6 7 -8 -9 -10 -11 20 15 29 -15 -16 21 17 18 -20 -21 -22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011453811301252704 0.0015869184541120267 0.00072328978676096042 0.00046734520917996982 0.0013572794256665893 0.0013364959898928951 0.0011341144728902429 0.00082215417315922412 0.0010611092988516279 0.00088743520321284488 0.001795681230350401 0.00039179674100716332 0.0016641540769504462 0.001550765814648172 0.00050944232516347463 0.0004872690078123587 0.0016553026327235415 0.0011705623747071917 0.00078374054992919474 0.00053539140681330925 0.00076745808307307473 -4.9682272573335711e-05 0.0015744224748811928 0.0014021117959471341 0.0013862100567247748 0.00089772290754621753 0.0011733815275791681 0.0012195151221699953 0.001826342723099836 0.0012161943825233397 0.0014709322196077221
leaf_weight=22 52 110 85 34 84 43 39 48 65 59 29 46 894 45 29 33 33 27 27 38 20 84 593 33 24 29 20 20 27 429
leaf_count=22 52 110 85 34 84 43 39 48 65 59 29 46 894 45 29 33 33 27 27 38 20 84 593 33 24 29 20 20 27 429
internal_value=0 0.000832664 0.000753742 0.00146032 0.000872862 0.00147762 0.00117341 0.00139983 0.0010488 0.00153031 0.000460792 0.00141783 0.00151867 0.000749636 0.000792023 0.00143202 0.000831129 0.00093339 0.000839092 0.000560063 0.000211601 0.0014189 0.00139585 0.00138268 0.00118053 0.000985519 0.00148486 0.00153905 0.00148729 0.00152488
internal_weight=0 667 595 2454 423 2355 123 951 99 1404 172 903 1345 300 255 860 226 116 83 123 49 814 683 650 57 56 72 131 111 1323
internal_count=3121 667 595 2454 423 2355 123 951 99 1404 172 903 1345 300 255 860 226 116 83 123 49 814 683 650 57 56 72 131 111 1323
is_linear=0
shrinkage=0.00188464


Tree=3230
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 4 2 2 1 2 150 3 2 47 12 4 40 4 3 0 15 156 157 10 51 12
split_gain=133.965 22.5826 13.4032 10.4256 7.88979 6.24142 3.87407 3.57799 3.53709 3.12149 2.82013 2.81926 2.21932 3.21707 1.73101 1.52764 1.47753 1.15167 1.09007 1.30361 0.973299 0.890208 0.802315 0.757515 1.75791 0.79413 0.730137 0.682363 0.682273 0.651697
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.11474000000000002 0.14285500000000004 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.30112000000000005 -0.0091949999999999983 0.090100000000000013 0.090285000000000018 -0.51253999999999988 -1.0000000180025095e-35 -0.036839999999999991 1.0000000180025095e-35 -0.10836499999999999 -0.10469999999999999 0.013700000000000002 -0.069619999999999987 -0.38124499999999995 0.11144500000000002 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 17 6 12 9 -5 15 -6 14 18 16 29 20 -14 22 19 -1 -4 -2 -3 24 -21 -26 -20 -9 -28 -7
right_child=1 2 7 8 10 11 -8 27 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 26 23 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0025011697013616338 0.0020782081169240614 0.00066087309943035802 0.00071250798340836258 0.0017748111809551236 0.0016874310933575243 0.0018243563587214179 0.0024056831042217888 0.00017842268745813438 0.00099006529823247045 0.00038194072991625135 0.00094055030452787065 0.0012156598910487077 0.0013828329208409392 0.0010980094926716015 0.0013112351568598372 0.00041122846898860205 0.0019006939618506206 0.0011864133836591946 0.0015580183595342711 0.0022071116261660187 0.0011998213933525131 0.0016187976290977079 0.00091583318214383984 0.0020233965896316662 0.0018059913091966753 0.0013236817539461743 0.0019386373087346385 -0.0002780133248398117 0.0015747623589415065 0.0015547127223605342
leaf_weight=21 50 98 26 34 77 370 76 34 63 132 26 39 23 23 30 22 268 32 23 31 40 24 92 982 35 21 350 20 21 38
leaf_count=21 50 98 26 34 77 370 76 34 63 132 26 39 23 23 30 22 268 32 23 31 40 24 92 982 35 21 350 20 21 38
internal_value=0 0.000907315 0.000781071 0.00189509 0.00105038 0.00192109 0.00197206 0.000461633 0.00126513 0.000572642 0.0014989 0.00172084 0.00195373 0.00180397 0.00176582 0.000858694 0.00185976 0.000842286 0.00198541 0.00201736 0.00100785 0.00192921 0.000784327 0.00200786 0.0018325 0.00162513 0.00189702 9.37231e-06 0.00191804 0.00179924
internal_weight=0 673 599 2448 325 2351 1874 274 97 220 103 477 1798 314 438 88 291 222 1484 1090 66 74 190 1069 87 56 394 54 371 408
internal_count=3121 673 599 2448 325 2351 1874 274 97 220 103 477 1798 314 438 88 291 222 1484 1090 66 74 190 1069 87 56 394 54 371 408
is_linear=0
shrinkage=0.00196078


Tree=3231
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 10 4 2 4 42 0 49 1 3 4 4 1 12 48 123 1 0 0 15 3 0 43 49
split_gain=67.8879 12.594 6.32587 5.35297 3.71605 3.34748 2.51691 2.119 2.02844 1.94127 1.78375 1.68119 1.62259 2.41588 1.64404 1.35451 1.21254 0.968605 1.15994 0.830716 0.809205 0.806151 0.80223 0.950685 0.771931 0.733999 0.716177 0.709155 0.702749 0.70163
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.076975000000000002 -0.014199999999999999 0.42051500000000003 0.14960000000000004 0.40473500000000007 -0.0060199999999999993 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.30112000000000005 0.0061450000000000003 -0.013125 0.093100000000000002 0.095780000000000018 0.093265000000000015 0.088205000000000019 0.075045000000000014 -0.019414999999999998 -0.067624999999999977 -0.043924999999999992 -0.010424999999999999 -0.075934999999999989 -0.079914999999999986 0.036705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 12 24 15 17 -6 -5 13 14 -1 21 20 22 19 -19 -14 27 23 -7 -4 -16 -10 -9 -13 -22
right_child=1 2 7 11 10 9 -8 8 26 -11 -12 28 16 -15 25 -17 -18 18 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016597911237395385 0.0017190026309652593 0.00091303223182758961 0.00055404371718228496 0.0016813960716579898 0.0015241035114663835 0.0016579846118243019 0.0020969508800689398 0.00097471519251825689 0.0007886824773049064 0.001029671425193683 0.00097593258085770752 0.0011894120210663532 0.0017529972341378032 0.0019890092355702815 0.0013141772390852439 0.00056037696872444876 0.0015042499571548088 0.0016585130794252527 0.0011220718954124331 0.0014275066206133739 0.0016572776413785511 0.00073207643832646162 0.0018094692510717055 0.0013356087280514454 8.876319846202587e-05 0.0008669547100110548 0.000459423441623832 0.0014121967764357392 0.00077014087837142951 0.001245785201964926
leaf_weight=44 76 231 26 22 74 161 67 29 37 26 33 51 1363 31 43 27 88 114 29 126 66 20 90 45 29 21 81 28 22 21
leaf_count=44 76 231 26 22 74 161 67 29 37 26 33 51 1363 31 43 27 88 114 29 126 66 20 90 45 29 21 81 28 22 21
internal_value=0 0.000965988 0.000872933 0.0016625 0.00105296 0.00168107 0.00172428 0.000653263 0.000738624 0.00155353 0.00135504 0.00120625 0.0017094 0.00150652 0.00136802 0.000938269 0.00172773 0.00157764 0.00149248 0.00153723 0.00174129 0.00107078 0.00165503 0.00158756 0.000308714 0.00116743 0.000562666 0.00118962 0.00106306 0.00155795
internal_weight=0 691 615 2430 338 2335 1744 277 222 591 107 95 1677 139 108 104 1538 565 269 240 1450 77 296 206 55 64 118 57 73 87
internal_count=3121 691 615 2430 338 2335 1744 277 222 591 107 95 1677 139 108 104 1538 565 269 240 1450 77 296 206 55 64 118 57 73 87
is_linear=0
shrinkage=0.00196078


Tree=3232
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 16 2 16 1 2 49 2 15 47 3 3 15 1 4 0 16 49 43 52 13
split_gain=95.404 14.9424 7.74992 7.26181 4.98386 4.60919 2.74818 2.63475 2.51896 2.10019 1.6297 1.51615 1.34935 1.21697 1.44957 1.1911 0.947045 0.906812 0.901773 0.913482 1.01004 0.892223 0.853214 0.82035 1.09065 0.986332 0.788375 0.763025 0.737445 0.642795
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.095545000000000005 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.13501500000000002 -0.52595999999999987 0.14960000000000004 -0.042349999999999992 0.089770000000000016 0.08647500000000001 -0.054984999999999992 -0.0091949999999999983 1.0000000180025095e-35 0.10648500000000001 0.0041950000000000008 0.11658 -0.40580499999999992 0.13075500000000004 -0.013125 0.14486500000000005 -0.45661999999999997 -0.009244999999999998 0.0034250000000000005 0.12418000000000001 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 18 6 13 11 -4 10 -7 17 -9 -1 16 -2 -15 28 19 29 -21 -13 -5 24 27 -25 -27 -12 -6 -3
right_child=1 4 8 22 7 9 -8 12 -10 -11 23 21 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0015810989853115285 0.00093152224033029283 0.00065536317045505324 0.0013856631709045742 0.0007400958344729897 0.00015579841939600801 0.00087151598195301023 0.0019527428799650582 0.00043329879907974447 0.00072342090232142982 0.00097979667651302681 0.0016011877656132807 0.00020304498608407335 0.0010007789818070876 0.0010995046179249361 0.00094706767858688677 0.0014182976237418991 0.0015145448665419721 0.00064915966014666906 0.0011200495277914932 0.0011059599925409384 0.00064765030760941076 -0.00025363632437452996 0.00030265721481816929 0.0016581424488174158 0.0011499652708541887 0.00092311945287328132 0.0013327059592542702 0.0013599722054298223 0.00054670114035242556 0.00024547577703225553
leaf_weight=1373 23 38 34 60 96 21 70 49 63 48 195 29 24 23 21 121 261 24 20 29 51 38 24 33 31 20 187 68 23 24
leaf_count=1373 23 38 34 60 96 21 70 49 63 48 195 29 24 23 21 121 261 24 20 29 51 38 24 33 31 20 187 68 23 24
internal_value=0 0.00066511 0.00149869 0.00107328 0.000455978 0.0015211 0.00157209 0.000298979 0.000955547 0.00137328 0.00140731 0.000187432 0.000619868 0.00155621 0.00144417 0.00134055 0.00148093 0.000301473 0.000730242 0.00067534 0.000813788 -5.59683e-05 0.000615113 0.00142838 0.00149782 0.00134332 0.00129313 0.00153882 0.000231351 0.000496697
internal_weight=0 673 2448 228 445 2351 1748 283 97 603 555 210 73 1678 305 144 284 143 162 142 80 67 84 534 294 240 207 263 119 62
internal_count=3121 673 2448 228 445 2351 1748 283 97 603 555 210 73 1678 305 144 284 143 162 142 80 67 84 534 294 240 207 263 119 62
is_linear=0
shrinkage=0.00196078


Tree=3233
num_leaves=31
num_cat=0
split_feature=1 52 1 15 1 4 52 15 3 157 11 43 51 157 0 51 4 50 12 42 33 34 2 150 132 16 2 150 151 0
split_gain=2.49555 0.520183 0.398656 0.314715 0.329976 0.332042 0.335251 0.305559 0.375323 0.539753 0.475804 0.328044 0.306728 0.296001 0.288993 0.422648 0.393355 0.265539 0.242821 0.229834 0.224793 0.225005 0.338643 0.279431 0.205409 0.208223 0.284305 0.208788 0.211046 0.200636
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.024640000000000006 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 -0.079249999999999987 -0.091869999999999993 -0.08107499999999998 0.076560000000000003 -0.08287499999999999 -0.22411499999999998 -0.0091799999999999989 -0.080499999999999988 -0.085039999999999991 -0.013125 0.14026500000000003 0.085955000000000018 0.079510000000000011 0.08573500000000002 -0.038779999999999995 0.11448000000000001 0.091105000000000005 0.082230000000000011 0.11346000000000002 0.091185000000000002 0.10874500000000002 -0.10007499999999998 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 4 7 -6 -7 12 9 -9 19 24 -1 -5 15 -13 -17 20 -18 -11 21 -3 23 -23 25 26 27 28 -10 -15
right_child=1 2 -4 13 5 6 -8 8 11 10 -12 14 -14 29 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02163626177375521 0.013133914724783357 -0.00058688536662033759 -0.00093767966827786357 0.020444726409861159 0.01294964421585674 0.0051176534223142025 0.013162351312311568 -0.0043940108607486055 0.005572807131146394 0.0082505719847230548 -0.0019610403655702458 -0.0011297998809132765 0.01210694900177541 0.013735396215369389 0.011298783165278492 -9.5637135502977006e-07 0.019462007916239435 0.013960258628850397 0.0088898819646096895 0.016360110458052156 0.013043316973433808 0.010299976709203537 0.0037173931497401884 0.00033031835833784742 0.0061411660880330574 0.0088746670806562761 0.022218171309410856 0.020722281789080938 0.014238176865158061 0.011443046989869584
leaf_weight=21 50 41 62 26 65 167 38 23 22 64 21 33 520 320 166 20 20 22 37 31 21 105 233 20 21 35 30 21 71 795
leaf_count=21 50 41 62 26 65 167 38 23 22 64 21 33 520 320 166 20 20 22 37 31 21 105 233 20 21 35 30 21 71 795
internal_value=0 0.00561334 0.00486725 0.0113342 0.0105685 0.00813535 0.00660887 0.0111368 0.00995808 0.00642414 0.00856912 0.0109901 0.0124768 0.0122911 0.00926254 0.00618967 0.00932658 0.00568151 0.0125994 0.0108968 0.00524787 0.00483758 0.00545882 0.00870483 0.013374 0.0142226 0.0155224 0.0137604 0.0121883 0.0121009
internal_weight=0 554 504 2567 1426 270 205 1156 615 139 116 476 541 1141 276 110 77 442 57 95 420 399 358 125 200 179 144 114 93 1115
internal_count=3121 554 504 2567 1426 270 205 1156 615 139 116 476 541 1141 276 110 77 442 57 95 420 399 358 125 200 179 144 114 93 1115
is_linear=0
shrinkage=0.0773033


Tree=3234
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 12 43 2 49 52 52 159 16 16 2 47 15 2 16 159 483 1429 484 484 1429 481 1213 1212 2 42
split_gain=2.0214 0.421348 0.322911 0.291931 0.224323 0.374024 0.304019 0.223962 0.223708 0.220072 0.325397 0.250787 0.268025 0.362219 0.23424 0.216936 0.201917 0.207684 0.195504 0.181881 0.224218 0.207049 0.332147 0.402394 0.20735 0.218886 0.190598 0.280009 0.224929 0.333814
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.092120000000000021 0.11734000000000001 0.10711000000000002 0.070450000000000013 -0.0091949999999999983 0.11560500000000001 -0.45478499999999994 0.024145000000000003 0.083870000000000014 0.029300000000000003 0.26676500000000009 0.13913500000000004 0.081320000000000017 0.024640000000000006 0.12358500000000001 -0.11118499999999999 0.11292000000000001 -0.070084999999999981 0.084770000000000012 0.073690000000000019 0.088375000000000009 0.083870000000000014 -0.099059999999999995 0.39818500000000007 0.11387000000000001 0.08647500000000001 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 6 -3 -1 19 -5 11 16 -13 -14 15 -12 17 -11 -4 20 -9 24 -23 -24 25 -22 27 28 -27 -30
right_child=1 2 18 9 -6 -7 -8 8 -10 10 14 12 13 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0062623574409344579 0.010920336312729741 0.0041638690063743045 0.0028596605016971408 0.010803249350832123 0.010297267861633713 -0.0042039093122761446 0.011058812279092591 0.014055866322375777 0.0043660540754962198 0.0039077528824528205 0.0094042759533161796 0.01370811933472817 -0.0012056504835309372 0.011935633746567673 0.0021126075629915859 0.016582074218216846 0.0089739031182747963 0.011185280107789547 -0.0051987992354680735 0.0059827261530894012 0.017212493233403878 0.01166846730417498 -0.0046320620262566932 0.0091888339932755889 0.016128082416437994 0.01094342384054635 0.016008821272568856 0.0042471387710942797 0.010677247478623468 0.0065049349094593286
leaf_weight=78 50 347 34 162 34 25 36 83 33 220 324 45 20 23 21 23 68 22 28 48 23 37 21 22 32 795 28 41 225 173
leaf_count=78 50 347 34 162 34 25 36 83 33 220 324 45 20 23 21 23 68 22 28 48 23 37 21 22 32 795 28 41 225 173
internal_value=0 0.00466727 0.00404693 0.00942393 0.00472396 0.00425951 0.00481196 0.009997 0.0101836 0.00841179 0.00790603 0.00649065 0.00985536 0.00582341 0.00943679 0.00988004 0.00553551 0.00456935 -0.000779644 0.0103093 0.0104496 0.0102353 0.00670768 0.00243909 0.0104496 0.0103082 0.0101824 0.0100502 0.0102496 0.00886365
internal_weight=0 554 504 2567 442 408 383 1639 1561 928 766 398 88 43 368 347 310 242 62 1528 1480 1397 80 43 1317 1285 1262 1234 1193 398
internal_count=3121 554 504 2567 442 408 383 1639 1561 928 766 398 88 43 368 347 310 242 62 1528 1480 1397 80 43 1317 1285 1262 1234 1193 398
is_linear=0
shrinkage=0.0714163


Tree=3235
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 49 457 4 2 1 1 12 4 3 4 15 1 133 40 52 0 12
split_gain=77.6643 12.7639 6.89929 5.91722 4.18657 3.79805 3.0308 2.41417 2.02542 1.9361 1.93354 1.52838 2.411 1.11941 1.01042 0.994936 0.941597 0.939986 0.910867 0.766676 1.05096 0.781553 0.751964 0.73056 0.729218 0.64068 0.628302 0.614529 0.607041 0.675342
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.077845000000000011 0.089625000000000024 0.090425000000000019 -0.054984999999999992 0.080930000000000016 -0.04890499999999999 -0.0091949999999999983 0.13436000000000001 0.16175000000000003 0.09141500000000001 -0.49013999999999996 0.084940000000000015 0.038415000000000012 0.079055000000000014 0.13075500000000004 -1.0000000180025095e-35 -0.077474999999999988 0.0031350000000000002 0.14486500000000005 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 26 11 -8 14 -4 19 16 -2 22 -10 -13 -17 -6 20 -1 -22 28 -21 25 -5 -3 -24 29 -7
right_child=1 4 10 24 18 9 8 -9 15 -11 -12 12 -14 -15 -16 17 -18 -19 -20 23 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018956864538630591 0.00096048328323640681 0.00051194710480604851 0.001412709772127683 0.00055142330925466755 0.00028606396809273437 0.0015929879670474618 0.0010960416396242514 0.0018938149338044127 0.0010329011988406086 0.00094816843925167756 0.00080178382193273219 0.001080478050008429 0.00080257729823301723 0.0014323818562405942 0.0010027501681892602 0.00067544491140343491 0.0014935269402650629 0.00027078363867434439 -0.00017463290810856331 0.0013720271024799913 0.0015859369190284677 0.0013033602203164284 0.0011985089694537476 0.0015597158713861745 0.00041330817542259516 0.00097188166159102292 0.00019462322983957852 0.0014647983864068813 0.0011723175400332924 0.0013859000024981415
leaf_weight=41 23 47 28 22 77 143 54 76 25 41 69 23 23 121 24 146 274 26 21 139 1072 39 87 187 24 38 49 54 23 105
leaf_count=41 23 47 28 22 77 143 54 76 25 41 69 23 23 121 24 146 274 26 21 139 1072 39 87 187 24 38 49 54 23 105
internal_value=0 0.000738504 0.0014906 0.00111575 0.000545218 0.00151175 0.000646289 0.00155151 0.000759618 0.00135554 0.000978134 0.00153704 0.00141418 0.00135701 0.00139384 0.0006674 0.00146154 0.000614275 0.000187343 0.00156364 0.00158739 0.00157602 0.00141662 0.00147969 0.000702169 0.000817714 0.00034998 0.00130049 0.00147705 0.00150531
internal_weight=0 673 2448 228 445 2351 347 1874 251 477 97 1798 320 144 436 197 297 172 98 1478 1152 1111 412 326 84 60 96 141 271 248
internal_count=3121 673 2448 228 445 2351 347 1874 251 477 97 1798 320 144 436 197 297 172 98 1478 1152 1111 412 326 84 60 96 141 271 248
is_linear=0
shrinkage=0.00196078


Tree=3236
num_leaves=31
num_cat=0
split_feature=1 4 376 2 2 3 49 0 40 15 13 42 159 133 52 1212 159 16 52 13 42 2 484 52 1 49 51 43 16 4
split_gain=1.98452 0.427551 0.295945 0.27191 0.25905 0.227516 0.38063 0.342152 0.277766 0.282396 0.239928 0.269225 0.216438 0.211828 0.303389 0.249451 0.255529 0.305939 0.248475 0.2322 0.234181 0.210125 0.204204 0.199391 0.195626 0.186059 0.183876 0.182231 0.178447 0.239076
threshold=0.10920500000000001 0.27287000000000006 0.083785000000000012 0.092120000000000021 1.0000000180025095e-35 -0.082689999999999986 -0.015259999999999998 -0.10474999999999998 -0.063404999999999989 -0.41942499999999994 0.05868000000000001 0.085505000000000012 0.10713500000000002 0.017095000000000003 -0.40967499999999996 0.088495000000000018 0.083870000000000014 0.19444000000000003 0.098380000000000009 -0.07743499999999999 0.086325000000000013 -0.0091949999999999983 -0.064799999999999983 -0.07167999999999998 0.094090000000000021 0.11560500000000001 -0.095579999999999984 -0.084154999999999994 -0.087874999999999981 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 21 -2 10 -7 -8 -9 12 11 -3 -10 14 -5 16 17 18 22 20 -15 24 -16 26 -1 -23 -18 -26 -6 -30
right_child=1 5 -4 13 28 6 7 8 9 -11 -12 -13 -14 19 15 -17 23 -19 -20 -21 -22 25 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.011671307547068932 0.011203333567721924 0.017833521778558806 6.3404630780826434e-05 0.011917377561973943 0.011545766259335597 -0.0088515981506029975 0.0072939844027134562 0.0045209498865659906 0.0064280607735390577 -0.010790648370882044 0.00072822933091511155 0.0043731818633094216 -0.0052152987223424117 0.019645625667864219 0.012465500219985349 0.015011451552458574 0.012976428975678217 -0.0018949878772054139 0.0099259220593306673 0.0095292165508014705 0.011744147991861405 0.011612151883162957 0.0036303222233553933 0.014797507513054017 0.0083910754324793072 0.0053861848195538844 0.0028969605525254248 -0.0023158471867962397 0.009679972942739248 0.0012474124826506827
leaf_weight=35 119 20 32 131 29 21 71 53 21 23 24 20 22 34 20 27 21 32 96 251 98 1528 147 42 23 33 29 20 35 64
leaf_count=35 119 20 32 131 29 21 71 53 21 23 24 20 22 34 20 27 21 32 96 251 98 1528 147 42 23 33 29 20 35 64
internal_value=0 0.00522376 0.00748633 0.0106376 0.00844801 0.00292829 0.00162876 0.00278711 9.81356e-05 -0.00345352 0.00721268 0.0111034 0.000470993 0.00951554 0.00847654 0.00738777 0.00685589 0.0056787 0.00660021 0.010994 0.0137794 0.0112729 0.00468843 0.0106306 0.00711761 0.0114805 0.00713034 0.00341111 0.00588641 0.00422862
internal_weight=0 554 279 2567 247 275 211 190 119 66 64 40 43 928 545 414 387 295 263 383 132 1639 167 92 78 1561 50 43 128 99
internal_count=3121 554 279 2567 247 275 211 190 119 66 64 40 43 928 545 414 387 295 263 383 132 1639 167 92 78 1561 50 43 128 99
is_linear=0
shrinkage=0.0820348


Tree=3237
num_leaves=31
num_cat=0
split_feature=1 12 1 10 10 10 2 9 4 132 133 39 3 0 11 15 51 14 4 4 479 15 0 4 15 2 16 13 3 481
split_gain=1.63041 0.457502 0.248935 0.217104 0.527563 0.24399 0.26965 0.20758 0.190484 0.189077 0.180846 0.200695 0.233898 0.176396 0.164355 0.212072 0.487257 0.343908 0.195528 0.468567 0.17552 0.345067 0.160979 0.167336 0.563125 0.234521 0.149583 0.218909 0.169192 0.146921
threshold=0.12000500000000001 0.051320000000000005 0.08864000000000001 -0.062879999999999978 -0.38124499999999995 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.053180000000000012 0.089365000000000014 -1.0000000180025095e-35 0.098220000000000016 0.149315 -0.074824999999999989 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 0.078235000000000013 -0.14098499999999997 -0.42529999999999996 0.098035000000000011 0.11728000000000001 -0.23194499999999998 -0.046564999999999988 -0.033689999999999991 0.099185000000000009 -0.44310499999999992 -0.086134999999999975 -0.14989499999999997 -0.0050099999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 -2 6 7 -5 14 -4 -8 12 13 -12 18 16 -16 -17 19 -3 -20 -22 -1 25 -25 -24 28 -28 -10 -29
right_child=3 8 9 5 -6 -7 10 -9 26 -11 11 -13 -14 -15 15 17 -18 -19 20 -21 21 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.017285013353348838 0.0050397712442149141 0.013764988682878621 0.0069116243383349138 0.0020174740854954783 -0.012779029537023118 -0.001403642793920398 -0.0036488084289445608 0.012258559301575683 0.0042393284290272023 -0.0017835882333172228 0.0060928093231189164 -0.00052566880807185159 0.0026872227593690268 0.016996500851193874 0.013880643188678939 0.026886943149284803 -0.0011570442004788018 0.012905550710736968 0.010877057031989351 -0.0029271994247105811 -0.00070161795435948106 0.014270290488658912 0.015613867418765045 0.010907031589308556 -0.0039606981344223755 0.0047431516747975218 0.0014541136069957088 0.014967039591598855 0.013042707177666219 0.0074053308790438723
leaf_weight=22 34 25 362 20 20 45 23 60 21 20 23 39 48 22 89 20 20 40 1649 26 28 20 53 75 26 21 42 23 78 127
leaf_count=22 34 25 362 20 20 45 23 60 21 20 23 39 48 22 89 20 20 40 1649 26 28 20 53 75 26 21 42 23 78 127
internal_value=0 0.00993082 0.00775267 0.00349429 -0.00155978 0.004469 0.00559355 0.00969829 0.010502 0.00645638 0.00347497 0.00471624 0.00691446 0.0114235 0.010817 0.0134095 0.0111214 0.017566 0.0105664 0.00525525 0.010726 0.00553668 0.0102663 0.00938395 0.0070797 0.0125289 0.00842663 0.00700933 0.0111753 0.00856479
internal_weight=0 2787 579 334 54 280 235 80 2208 382 155 132 93 45 1917 169 109 60 1748 51 1697 48 197 175 101 74 291 192 99 150
internal_count=3121 2787 579 334 54 280 235 80 2208 382 155 132 93 45 1917 169 109 60 1748 51 1697 48 197 175 101 74 291 192 99 150
is_linear=0
shrinkage=0.087056


Tree=3238
num_leaves=31
num_cat=0
split_feature=1 2 0 0 9 148 4 14 10 10 401 15 1 44 0 51 49 52 15 12 124 13 42 12 13 2 3 0 16 2
split_gain=1.32063 0.386731 0.252825 0.23092 0.223086 0.218238 0.254939 0.186756 0.175854 0.427326 0.21174 0.16654 0.210134 0.160811 0.209796 0.397767 0.313073 0.415037 0.201071 0.191158 0.179364 0.169878 0.239198 0.250122 0.220739 0.443293 0.208549 0.204704 0.180701 0.249446
threshold=0.12000500000000001 0.10252500000000002 -0.13027499999999997 -0.17169499999999996 -1.0000000180025095e-35 -0.043434999999999994 0.36766000000000004 0.062655000000000016 -0.062879999999999978 -0.38124499999999995 0.085900000000000018 0.094035000000000007 0.081315000000000012 1.0000000180025095e-35 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 -0.094329999999999983 0.085495000000000015 -0.083859999999999976 0.030370000000000005 0.091545000000000015 0.088305000000000008 0.073000000000000023 0.086825000000000013 -0.13927999999999999 -0.079984999999999987 0.083160000000000026 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 -7 13 9 -2 -10 12 -9 14 15 -6 18 19 -17 -18 -16 22 26 -24 25 -23 -22 -25 29 -26
right_child=8 2 -4 -5 7 6 -8 11 10 -11 -12 -13 -14 -15 20 16 17 -19 -20 -21 21 24 23 27 28 -27 -28 -29 -30 -31
leaf_value=0.0029826056622778542 0.0039486815025537025 4.9200293002413561e-05 0.0070481956562999399 0.0009006602823236785 -0.004240502187290919 0.015859971416154698 0.0053803391782207711 0.010684602877611761 0.0040949228534006349 -0.010012422294207709 -0.0038176564035277733 0.0073569186391797868 0.020274097900598916 0.014825188280657303 0.0025664652050445846 -0.0020931843294802839 0.020376473665573734 0.0021553389602718921 0.0066582725451980081 0.010344191545381026 0.016376449579343227 -0.0055979842173486498 0.013259158963441986 0.0036304112580605894 0.0094738074711794781 0.007001355866238501 0.0090931358909454221 0.0077097705304192722 0.014251670074211497 0.0019021275921825714
leaf_weight=45 34 22 460 87 21 20 40 35 259 20 21 31 21 21 30 25 20 22 38 24 23 23 33 107 77 53 1240 208 24 37
leaf_count=45 34 22 460 87 21 20 40 35 259 20 21 31 21 21 30 25 20 22 38 24 23 23 33 107 77 53 1240 208 24 37
internal_value=0 0.00778084 0.00612722 0.00362043 0.00826282 0.00650604 0.00887355 0.00837527 0.00273779 -0.0012221 0.00350148 0.0118136 0.0142807 0.00822763 0.00815852 0.00543228 0.00700692 0.0106547 0.00318547 0.0149043 0.00837898 0.00847452 0.00874102 0.00698172 0.00646832 0.0031884 0.00922577 0.00632408 0.00827465 0.00701633
internal_weight=0 2787 629 169 2158 82 60 2113 334 54 280 87 56 2026 2005 150 129 66 63 44 1855 1825 1611 348 214 76 1263 315 138 114
internal_count=3121 2787 629 169 2158 82 60 2113 334 54 280 87 56 2026 2005 150 129 66 63 44 1855 1825 1611 348 214 76 1263 315 138 114
is_linear=0
shrinkage=0.0757875


Tree=3239
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 4 47 0 12 2 124 42 43 4 2 1375 2 12 3 1 1 4 12 2 49 13 52 15 34
split_gain=72.8698 9.92994 7.91361 7.56514 3.46091 3.23788 3.03987 2.71102 2.04445 2.46119 1.81632 1.85923 1.7642 1.56106 1.53235 1.44109 1.33326 1.09844 0.976217 1.75781 0.900873 1.36699 0.856512 0.773613 0.734662 0.76819 0.657641 1.02676 0.648816 0.646665
threshold=0.10752500000000002 0.13559000000000002 -0.065819999999999976 0.085055000000000006 0.10089500000000001 0.40124500000000002 0.36766000000000004 0.13082500000000002 -0.14832499999999996 1.0000000180025095e-35 0.13093500000000002 -0.076779999999999987 -1.0000000180025095e-35 -0.025214999999999998 0.033845000000000007 0.11177500000000001 -1.0000000180025095e-35 0.25063000000000007 -1.0000000180025095e-35 0.11658 1.0000000180025095e-35 0.086720000000000005 -0.51843499999999987 0.093965000000000007 0.088850000000000012 -0.081604999999999997 -0.0075049999999999987 -0.021869999999999997 -0.088749999999999982 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 10 23 8 17 -1 -10 11 12 -4 -2 22 -15 -13 29 -6 -20 28 -22 -11 -5 -24 -26 -17 -28 -18 -3
right_child=1 7 4 5 18 -7 -8 -9 9 14 -12 16 -14 15 -16 26 20 -19 19 -21 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0021132864135775214 0.00073521541658739089 0.0002662151977237241 0.0016249875701415078 0.0019426133118423761 0.00095625377300025073 0.0009535065087923995 0.0010607966284261517 0.0011418656070982169 0.0012035151263775515 0.0021640118862271524 0.0011678724807594907 0.0011778506468616279 0.0010194819860819731 0.0014152436390528569 0.001597326330561689 0.0007758382224614085 0.0018097765532713828 0.00015763202474162403 0.0016969504545626777 0.00095279513106372551 0.0020227790691469813 0.0016512552791453422 0.0018042508895380483 0.001543965033043902 0.0013813851873079937 0.0017328916118219079 0.0014274179378922691 0.0008942567581682328 0.0015027973827193765 0.00061988146572383414
leaf_weight=62 116 25 37 24 49 36 24 26 31 22 41 20 37 31 198 52 36 36 26 23 64 94 1097 85 25 545 21 41 100 97
leaf_count=62 116 25 37 24 49 36 24 26 31 22 41 20 37 31 198 52 36 36 26 23 64 94 1097 85 25 545 21 41 100 97
internal_value=0 0.000933008 0.00169821 0.00110425 0.00148441 0.00146335 0.00175444 0.000555148 0.00176285 0.00175152 0.00156036 0.00160183 0.00132223 0.000904756 0.00176052 0.00104039 0.00166772 0.000458599 0.00115195 0.00134765 0.00170105 0.00180175 0.00177965 0.00163174 0.00177458 0.00171747 0.000938455 0.00107484 0.00158406 0.000547409
internal_weight=0 590 2531 406 527 145 2004 184 1980 1918 429 388 74 261 1887 145 314 158 98 49 294 158 1689 109 1667 570 114 62 136 122
internal_count=3121 590 2531 406 527 145 2004 184 1980 1918 429 388 74 261 1887 145 314 158 98 49 294 158 1689 109 1667 570 114 62 136 122
is_linear=0
shrinkage=0.00196078


Tree=3240
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 2 14 15 0 43 4 47 50 47 51 3 1429 1 49 1 151 16 3 16
split_gain=52.182 6.69886 5.49007 3.5027 3.0733 2.84361 2.23303 1.88563 1.56375 1.55459 1.22428 1.07882 0.977122 0.850637 0.784843 0.740339 0.971216 0.67785 0.647084 0.63943 0.608951 0.575594 0.57033 0.546543 0.539108 0.692227 0.548023 0.485251 0.549434 0.484737
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091475000000000015 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 -0.13027499999999997 -0.079734999999999986 -0.033174999999999989 0.091680000000000011 0.041865000000000006 0.077555000000000013 -0.10056999999999998 0.092670000000000016 -0.015219999999999999 0.11866500000000001 -0.066019999999999981 0.10089500000000001 -0.082829999999999973 -0.073849999999999985 -0.13309499999999996 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 8 12 -6 -3 -10 13 19 14 27 -4 -11 -17 24 -7 20 -1 -22 -2 -18 25 -9 -26 -8 -29 -28
right_child=1 5 6 -5 7 18 10 17 9 15 -12 -13 -14 -15 -16 16 23 -19 -20 -21 21 -23 -24 -25 26 -27 29 28 -30 -31
leaf_value=0.0016696361161575219 0.0016393691938828656 0.00057408105844250338 0.0012519711834731394 0.00080661718582089896 0.0015283538628272962 0.00033789516180633401 0.0015596186725920244 0.0012894873152801199 0.0012205460892310217 0.00047126053391820027 0.0012835645213673549 0.0010098091137401241 0.0018510933822530613 0.0011049842793821576 0.0015680290902287436 0.0012395028571009525 0.00089332105639001861 0.0012589179453010575 0.00069138373685143832 0.0017167857818779176 0.0014264744826975992 0.0011142628695241879 0.0012871855219789578 0.00062086924404937632 0.0010450352088818104 0.00084425973424724502 0.0009092401066163675 0.0016171950116461399 0.001420432763173189 0.00050132121202943762
leaf_weight=31 22 90 31 74 31 85 238 29 42 23 156 22 46 23 1181 21 69 31 26 33 120 28 90 48 27 25 21 64 370 24
leaf_count=31 22 90 31 74 31 85 238 29 42 23 156 22 46 23 1181 21 69 31 26 33 120 28 90 48 27 25 21 64 370 24
internal_value=0 0.000829727 0.00147727 0.00113765 0.00127311 0.000687962 0.00151811 0.00108643 0.000789214 0.000884593 0.00144054 0.0014231 0.00157059 0.00147578 0.00155995 0.000796953 0.000851235 0.000999171 0.000420694 0.00146599 0.00141975 0.00136741 0.00135636 0.000781546 0.000935265 0.00108336 0.00082419 0.00148847 0.00144945 0.000691683
internal_weight=0 590 2531 186 422 404 2109 188 293 203 851 234 1258 695 1212 161 138 157 111 212 179 148 112 117 126 54 72 672 434 45
internal_count=3121 590 2531 186 422 404 2109 188 293 203 851 234 1258 695 1212 161 138 157 111 212 179 148 112 117 126 54 72 672 434 45
is_linear=0
shrinkage=0.00196078


Tree=3241
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 47 42 0 1 16 4 47 150 2 160 2 12 159 4 52 0 15 457 475 2 15 1
split_gain=53.6528 8.85389 4.44168 4.14157 3.20845 2.98927 2.32931 1.66498 1.65211 1.33975 1.32279 1.61837 1.0446 1.0283 1.01322 0.960646 0.954695 0.918998 0.916482 0.762942 0.73079 0.69731 0.646946 0.60635 0.731481 0.601037 0.572007 0.55914 0.676297 0.559052
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.11690500000000002 0.062655000000000016 0.14122000000000004 0.085505000000000012 -0.076394999999999977 -0.10096999999999999 0.085345000000000018 -0.042349999999999992 0.0082450000000000006 0.078875000000000015 1.0000000180025095e-35 0.31358000000000003 0.085130000000000011 0.11704500000000001 0.087695000000000009 0.082585000000000006 -0.52556499999999995 0.12418000000000001 -0.15202999999999997 -0.03241999999999999 0.083570000000000019 -0.07550999999999998 0.11411 -0.41942499999999994 0.088770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 20 10 15 16 -4 11 23 -10 19 17 26 22 -13 -2 21 25 -12 -7 -1 -25 -3 -6 -5 -29 -23
right_child=1 5 9 27 7 8 -8 -9 12 -11 13 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0017535413468117011 0.0014054743625158972 0.0010387924627081344 0.001480369304249225 0.0010148685778331623 0.001564432470097465 0.00046883749578270715 0.0018223850628115872 0.00094860295814470984 0.00064478538934099026 0.00093335058848737981 0.0019042936096811927 0.00069449893497890202 0.0011342957141537873 0.0012901930959507827 0.0014426365432207129 0.001018243800106371 0.00010917460961161365 0.0012157319893473986 0.00096151728708667968 0.0014739704511390012 0.00065435071298430608 0.0015624075667908654 0.00078587638079291838 0.0015343718039385029 0.0011803685946825478 0.00072460479802326336 0.0013504921657792441 0.00088729245149148442 0.0004558466556054131 0.0013337367864420136
leaf_weight=23 122 90 21 30 54 158 79 41 49 78 21 25 24 80 23 29 24 25 20 835 38 666 28 59 34 30 319 29 25 42
leaf_count=23 122 90 21 30 54 158 79 41 49 78 21 25 24 80 23 29 24 25 20 835 38 666 28 59 34 30 319 29 25 42
internal_value=0 0.000833411 0.00144827 0.0011428 0.00146503 0.00067486 0.00149919 0.00131763 0.000556603 0.00104938 0.00148526 0.00133295 0.00080572 0.00150277 0.00110872 0.00135526 0.000470005 0.000955115 0.00134295 0.00151364 0.000886676 0.00155908 0.000516564 0.00147407 0.00140495 0.000960246 0.00138146 0.000804449 0.000687549 0.00154884
internal_weight=0 667 2454 226 2355 441 1912 443 283 99 1833 189 73 1644 73 402 210 50 142 1564 158 729 186 116 93 120 373 84 54 708
internal_count=3121 667 2454 226 2355 441 1912 443 283 99 1833 189 73 1644 73 402 210 50 142 1564 158 729 186 116 93 120 373 84 54 708
is_linear=0
shrinkage=0.00192234


Tree=3242
num_leaves=31
num_cat=0
split_feature=1 3 2 2 0 2 150 15 11 12 16 456 34 31 50 157 157 1429 2 475 4 475 151 49 159 16 49 3 133 43
split_gain=1.86694 0.381982 0.259094 0.251264 0.233355 0.219033 0.208891 0.197081 0.193414 0.258754 0.222059 0.179059 0.17625 0.176448 0.163368 0.226353 0.359485 0.354538 0.29927 0.282928 0.174606 0.343834 0.162865 0.182236 0.161987 0.156398 0.15636 0.22159 0.198828 0.19008
threshold=0.10920500000000001 -0.049509999999999992 0.31358000000000003 0.10045500000000002 -0.13027499999999997 0.11411 0.11156000000000001 -0.41942499999999994 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 -1.0000000180025095e-35 -0.021334999999999996 -0.077289999999999984 0.10917 -0.083039999999999989 -0.080299999999999996 0.084770000000000012 0.087995000000000004 -0.10664 -0.008819999999999998 -0.0070399999999999994 -0.029339999999999995 0.13173000000000004 -0.46048499999999998 -0.010264999999999998 0.093835000000000016 0.097915000000000016 -0.0081349999999999981 -0.088249999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 12 6 25 -2 8 -7 14 10 -10 -8 13 -3 15 18 17 -17 20 -18 -1 -22 -6 -24 -16 -5 27 28 -21 -30
right_child=1 2 -4 4 22 7 11 -9 9 -11 -12 -13 -14 -15 24 16 19 -19 -20 26 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.014702447421893514 0.0098197522445687396 0.0037014822844015282 -0.0041042370927917892 0.0068330476852480945 0.01480467055249577 0.0091728972377362588 0.011460011627955412 0.0013262001826010866 0.011216629606656319 0.0074141523135512321 0.019274357158491219 0.0028495482870613191 0.0048104791592711617 -0.0043788763517246488 0.012429441262914868 0.010565784746650007 0.018554728094824807 -0.0019878144651136486 0.019953793940567857 0.011322326605710774 0.00078556045175109783 0.014398098532262977 0.0090382467034894783 0.0028397407510861042 0.006613654117318137 0.00031348798384229186 0.0073837565819132155 0.017076761390085245 0.011260419300988306 0.00877833925478602
leaf_weight=39 108 37 23 74 25 30 20 43 35 30 41 40 288 25 33 23 22 27 29 504 20 21 404 28 133 28 111 26 235 619
leaf_count=39 108 37 23 74 25 30 20 43 35 30 41 40 288 25 33 23 22 27 29 504 20 21 404 28 133 28 111 26 235 619
internal_value=0 0.00489395 0.00353486 0.00964996 0.00825672 0.00769473 0.0100378 0.00455087 0.0101708 0.0132571 0.0155636 0.0057197 0.00403686 0.000443273 0.00999321 0.0102134 0.00998569 0.00378684 0.0134874 0.01019 0.0111433 0.00775784 0.00897392 0.00863649 0.0077698 0.00504336 0.0100669 0.0102821 0.010152 0.00946135
internal_weight=0 554 373 2567 559 181 2008 73 1948 106 76 60 350 62 1842 1676 1567 50 109 1517 80 41 457 432 166 102 1495 1384 1358 854
internal_count=3121 554 373 2567 559 181 2008 73 1948 106 76 60 350 62 1842 1676 1567 50 109 1517 80 41 457 432 166 102 1495 1384 1358 854
is_linear=0
shrinkage=0.0743015


Tree=3243
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 2 34 11 481 11 11 15 0 0 1375 4 13 3 2 1 2 48 4 150 13 1213 52 400 52 1
split_gain=1.52074 0.464955 0.319883 0.254295 0.242481 0.39599 0.223172 0.191511 0.228025 0.224251 0.21838 0.217166 0.213996 0.281119 0.434115 0.397052 0.226392 0.393723 0.368344 0.193138 0.18497 0.172229 0.171081 0.206747 0.166889 0.204749 0.222123 0.227721 0.200768 0.228602
threshold=0.27287000000000006 0.14285500000000004 -0.010834999999999999 0.25063000000000007 -0.0091949999999999983 0.093320000000000014 -0.072169999999999984 1.0000000180025095e-35 -0.051484999999999996 0.086080000000000018 0.08976000000000002 0.040760000000000005 -0.10836499999999999 -0.14454499999999995 -0.07273499999999998 0.0082450000000000006 0.0015850000000000003 -0.10831999999999999 0.113445 0.083135000000000014 0.09678500000000001 0.08975000000000001 0.0033150000000000007 0.084495000000000015 -0.017449999999999997 0.11146500000000001 0.087435000000000013 -0.082259999999999986 -0.14715499999999998 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -6 -1 12 -9 11 -11 -10 13 14 -4 21 17 -14 -18 -16 -21 -15 24 -24 -19 26 28 -28 -26 -30
right_child=3 -3 7 -5 5 -7 -8 8 9 10 -12 -13 16 15 19 -17 18 22 -20 20 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0059676061973216498 0.0044399609948450186 0.0037062680338368213 -0.0001289175032873502 -0.0046611874434067738 0.01481854800705331 0.0059346146877014404 -0.0050744251541510891 0.0043643459721770424 0.012454104689077107 0.0039403541208961508 0.013678010148804981 0.021731824025011188 -0.00061365876856907286 -0.007951247601488555 0.019556693288006848 0.0084255823262848681 0.0093291910755686856 0.010699012895994581 0.00051195717443611709 0.0074635058586347922 0.016469877646148923 0.0032496294827539878 0.0081146146863200711 0.01695498487958547 0.0073136271030060226 0.02026749614174678 0.00053517603058987086 0.010931089226635863 0.01322756933375957 0.020573274400821746
leaf_weight=40 328 89 23 24 52 123 20 20 34 23 62 40 22 20 24 66 300 1058 39 46 26 20 234 21 33 25 20 66 186 37
leaf_count=40 328 89 23 24 52 123 20 20 34 23 62 40 22 20 24 66 300 1058 39 46 26 20 234 21 33 25 20 66 186 37
internal_value=0 0.00977524 0.00997678 0.00381943 0.0069691 0.00857441 0.00228693 0.0102659 0.0129534 0.0140338 0.0110431 0.0174691 0.0100536 0.00755551 0.0104028 0.00435902 0.0103289 0.0107301 0.00831482 0.012926 0.0107158 -0.00235081 0.0108787 0.00884265 0.011243 0.0128113 0.0122662 0.00851343 0.0135269 0.0144464
internal_weight=0 2769 2680 352 235 175 60 2445 179 159 85 74 2266 225 119 106 2041 1702 339 96 72 40 1680 255 1425 367 342 86 256 223
internal_count=3121 2769 2680 352 235 175 60 2445 179 159 85 74 2266 225 119 106 2041 1702 339 96 72 40 1680 255 1425 367 342 86 256 223
is_linear=0
shrinkage=0.085349


Tree=3244
num_leaves=31
num_cat=0
split_feature=1 123 44 3 13 15 3 2 1204 13 40 4 2 52 52 0 3 51 150 4 3 2 12 124 15 13 13 1 393 403
split_gain=1.29259 0.360033 0.237179 0.252209 0.367881 0.511155 0.19636 0.194848 0.316089 0.35063 0.266452 0.228241 0.376256 0.193009 0.22549 0.179896 0.175435 0.187908 0.174455 0.169237 0.21502 0.196043 0.185829 0.209989 0.305769 0.391863 0.165465 0.160979 0.158144 0.455932
threshold=0.12000500000000001 0.08128500000000001 0.081805000000000017 0.11296500000000002 -0.42195999999999995 -0.0058549999999999991 0.13524500000000003 0.089005000000000015 -0.079429999999999987 -0.16152999999999998 0.051255000000000002 -0.074729999999999977 0.11474000000000002 0.008405000000000001 0.091820000000000013 -0.23091999999999999 -0.14186499999999996 -0.047599999999999996 0.091105000000000005 0.40945500000000007 -0.13309499999999996 0.14530500000000005 -0.42850999999999995 -1.0000000180025095e-35 -0.41942499999999994 -0.071554999999999994 -0.097224999999999992 0.13842500000000005 0.092975000000000016 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 26 -9 -10 11 12 13 16 -15 -13 17 -11 -3 21 -21 27 -22 -24 -25 -26 -1 -2 -28 -30
right_child=19 18 -4 4 5 -7 -8 8 9 10 -12 15 -14 14 -16 -17 -18 -19 -20 20 22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=0.012923419854833982 0.0087032761020273131 0.0056811422370746118 0.015747405426584395 0.012922147703362441 0.010300143967222283 -0.0089904579467640303 0.00057372476355514333 -0.00021487119901252114 -0.0025254064531258806 0.0084111695360591723 -0.00096938415424781537 0.00063300365444009449 -0.00011705667966453454 0.02145433702153093 0.011962890901482221 0.0078611409017055427 0.0069059401892786415 0.015938161041236847 -0.0018806660583648505 0.0091545066061823228 0.0065180499094012164 0.00058459164991215911 0.002816136637443139 0.001846928476495446 -0.016444694209941477 -0.00071455129236654971 0.0088123434579691611 0.0017830335838614165 0.008183697546380481 0.022311282235702296
leaf_weight=74 79 139 29 25 29 21 25 31 20 45 20 23 21 20 85 704 89 41 23 20 26 47 56 35 20 21 1256 30 45 22
leaf_count=74 79 139 29 25 29 21 25 31 20 45 20 23 21 20 85 704 89 41 23 20 26 47 56 35 20 21 1256 30 45 22
internal_value=0 0.00828721 0.0085143 0.0084335 0.00447301 0.00165664 0.00579717 0.00859217 0.00779101 0.00802339 0.0082247 0.00840357 0.010266 0.0110447 0.0137708 0.00763247 0.00940912 0.0119996 0.00460755 0.00299261 0.00129779 0.00492645 0.000303266 -0.000920858 -0.00367443 -0.00838779 0.00922244 0.00679862 0.00901543 0.0128226
internal_weight=0 2787 2625 2596 100 75 54 2496 1099 1068 1048 1028 301 280 105 727 175 86 162 334 178 156 158 132 76 41 1397 109 1323 67
internal_count=3121 2787 2625 2596 100 75 54 2496 1099 1068 1048 1028 301 280 105 727 175 86 162 334 178 156 158 132 76 41 1397 109 1323 67
is_linear=0
shrinkage=0.0804263


Tree=3245
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 4 2 1 52 1 2 132 133 1 1429 51 0 2 12 15 13 16 52 49 4 4
split_gain=98.754 17.1434 9.69719 7.79417 7.51237 4.88752 4.25592 3.27585 3.12841 2.94046 2.54013 2.51048 1.54951 1.7381 2.01771 0.937479 0.943835 0.924514 1.81358 0.963823 0.914771 0.881238 0.841775 0.718806 0.972814 1.15844 0.926956 0.829256 0.681508 0.634909
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.090425000000000019 0.077845000000000011 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.08696000000000001 0.089200000000000015 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.18019500000000002 0.17025000000000004 0.095780000000000018 -0.015744999999999999 -0.010384999999999998 -0.50690499999999983 -0.067494999999999986 -0.065034999999999996 -0.0029599999999999995 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 15 6 7 10 21 -6 17 -5 -12 20 -15 16 23 19 -19 -1 22 -4 -14 24 -3 -26 -27 -25 -24 -2
right_child=1 2 8 11 9 -7 -8 -9 -10 -11 12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 28 27 25 26 -28 -29 -30 -31
leaf_value=0.0020144963610479842 0.002033537985381808 0.00091396424164273552 0.00057238023736738968 0.0018268234057336294 0.0017138737278551103 0.0012874852808107153 0.001061444356705522 0.0023080020335987279 0.0012122791771795236 0.001069180177200549 0.0021884451948558149 0.0011277007096045575 0.0019045126758646311 0.00097702647577606002 0.0017397903508561499 0.00060480932429664172 0.00067101970864609875 0.0019226236120604349 0.0013340602503666859 0.0016076693093786865 0.0014197925105690957 0.00026329682283468688 0.0018395093592127394 0.0011036320644266465 0.00097136434289365038 0.0011307393915692785 0.0016448902315786239 0.00057685585860257655 0.0016445689633780834 0.001632762433879293
leaf_weight=843 55 81 122 28 85 48 22 84 26 40 43 67 393 20 40 30 35 485 21 23 20 50 182 20 45 26 28 27 111 21
leaf_count=843 55 81 122 28 85 48 22 84 26 40 43 67 393 20 40 30 35 485 21 23 20 50 182 20 45 26 28 27 111 21
internal_value=0 0.00104424 0.00093567 0.0018843 0.00110533 0.0019067 0.0019197 0.00192803 0.000578356 0.00150757 0.0019134 0.00133376 0.00182626 0.00180593 0.00148554 0.000933138 0.000970733 0.00196478 0.0018982 0.00200369 0.00183315 0.00048253 0.00184521 0.00101694 0.00107333 0.00120371 0.00139734 0.000801016 0.00176566 0.0019228
internal_weight=0 691 615 2430 417 2335 2287 2265 198 125 2181 95 809 766 60 292 262 1372 506 866 706 172 686 227 180 99 54 47 293 76
internal_count=3121 691 615 2430 417 2335 2287 2265 198 125 2181 95 809 766 60 292 262 1372 506 866 706 172 686 227 180 99 54 47 293 76
is_linear=0
shrinkage=0.00196078


Tree=3246
num_leaves=31
num_cat=0
split_feature=1 155 105 2 0 1456 48 41 132 15 2 9 2 52 43 2 43 48 3 15 1455 1455 3 0 159 15 15 16 14 43
split_gain=1.3655 0.465924 0.327776 0.469081 0.244267 0.240838 0.251121 0.205157 0.226713 0.223572 0.254787 0.255718 0.248051 0.214264 0.272418 0.286787 0.284249 0.175236 0.265545 0.188207 0.159217 0.271394 0.16549 0.163889 0.152578 0.149484 0.206056 0.186008 0.145587 0.139005
threshold=0.10124500000000002 0.084785000000000013 1.0000000180025095e-35 0.31358000000000003 0.22582000000000002 -0.049894999999999995 0.15372000000000002 0.091290000000000024 -1.0000000180025095e-35 -0.24436499999999997 -0.0050599999999999994 -0.08477999999999998 0.14753000000000002 0.12418000000000001 -0.072864999999999985 -0.013254999999999998 0.055925000000000009 0.10168500000000001 -0.073309999999999986 -0.12255999999999999 -0.23681499999999997 -0.088874999999999982 0.099930000000000005 -0.019414999999999998 -0.014584999999999999 0.013270000000000002 -0.040439999999999997 -0.015314999999999997 -0.10708499999999999 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 17 -2 7 8 -7 13 11 -11 25 14 15 -10 28 19 -19 -1 -21 24 29 -24 -22 26 -12 -28 -16 -23
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 12 -13 -14 -15 16 -17 -18 18 -20 20 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011793834185559659 0.01101202953386525 0.0099731338619467955 0.013244473772595536 -0.0057583895844015411 0.0001475064150894162 -0.002234840672304656 -0.0042006184253704816 0.011589617379162413 0.0033588507943802829 0.0055335800363242819 0.0074743956461949274 -0.0056697156020026479 9.725418429155939e-05 0.0078586296872763858 0.0087899768778846622 -0.0084378623815492652 -0.0044384330448513616 0.0079959830196735145 -6.9303922344136882e-05 0.013226574755242457 -0.0021018370086114168 0.0089905772931853853 0.001100035909946974 0.0094338803697999862 0.0068332045069990433 0.011212695471056374 0.006493216994239338 -0.0030444766499317902 0.0024041375844824448 0.0072975506737633609
leaf_weight=108 29 89 22 28 20 32 21 21 20 25 176 22 33 32 37 29 22 81 33 41 21 1629 33 23 23 42 24 23 46 336
leaf_count=108 29 89 22 28 20 32 21 21 20 25 176 22 33 32 37 29 22 81 33 41 21 1629 33 23 23 42 24 23 46 336
internal_value=0 0.00481493 0.00414376 0.00384132 0.00848735 0.00426528 0.00394188 0.00423468 0.00396034 0.00433368 0.00547553 0.000289484 0.00629346 0.00221575 0.0010432 -0.00362288 0.0032207 0.008559 0.00566129 0.0087082 0.00854996 0.00845711 0.00858531 0.00452286 0.00256875 0.00706506 0.00628389 0.00182583 0.00525084 0.00870108
internal_weight=0 773 684 662 2348 634 605 584 563 531 345 47 298 186 154 49 105 2328 114 2214 2106 2065 2021 56 44 265 223 47 83 1965
internal_count=3121 773 684 662 2348 634 605 584 563 531 345 47 298 186 154 49 105 2328 114 2214 2106 2065 2021 56 44 265 223 47 83 1965
is_linear=0
shrinkage=0.0757875


Tree=3247
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 4 1 2 16 2 4 132 1 147 4 1 15 2 1 3 47 0 48 16 484 48 12
split_gain=97.8141 15.8325 9.90514 7.6981 6.14862 4.63663 2.93457 2.60213 2.52033 2.44865 2.33232 1.91186 1.549 2.26471 1.8917 1.44504 2.37715 0.874755 0.942859 0.866539 0.861045 0.843986 0.820864 0.785136 0.77471 0.700266 0.692242 0.871802 0.636375 0.62515
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.13501500000000002 -0.52595999999999987 0.14753000000000002 0.40945500000000007 0.08764000000000001 0.085760000000000017 0.08598500000000002 -0.013125 0.076935000000000017 -0.15914499999999995 0.089605000000000018 0.15799000000000005 0.0068900000000000012 0.090100000000000013 -0.019414999999999998 0.081805000000000017 -0.45661999999999997 0.056480000000000009 0.091840000000000019 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 -4 15 -6 -5 11 -7 13 22 21 28 20 18 24 -19 -17 -14 -8 -3 -13 -11 -21 29 -1 -28
right_child=1 2 6 9 8 10 12 -9 -10 25 -12 17 14 -15 -16 16 -18 19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019163393021792727 0.0018213327561476019 0.00086214656763952072 0.0012120822003479277 0.0017574559886749386 0.0016944798628818394 0.00113934281557241 0.0006846069737209701 0.0022536073537433848 0.001016636461116909 0.00079947048037319005 0.0012691472562675189 0.0017969082704764629 0.00030222986126039064 0.00047192054747372962 0.00083227373805700561 0.0018265230954447845 0.0011743738970360141 0.0020454189999430787 0.0019749035797744095 0.001895929493156134 0.0014102384433442472 -0.00016759802056015596 0.0011832561472954314 0.0011896776749276011 0.0014856498684614927 0.0012142087509429533 0.0012119381841265476 0.0018883766658085274 0.0017440692525940546 0.0015676646136690185
leaf_weight=1119 74 191 26 28 71 21 22 70 30 24 48 161 49 105 21 426 24 20 95 30 20 21 30 33 38 45 22 29 89 139
leaf_count=1119 74 191 26 28 71 21 22 70 30 24 48 161 49 105 21 426 24 20 95 30 20 21 30 33 38 45 22 29 89 139
internal_value=0 0.000965687 0.000859981 0.00180973 0.0010915 0.00183206 0.000585373 0.00188321 0.00149314 0.00126841 0.00168381 0.00171967 0.00051967 0.000637648 0.000316126 0.00186776 0.00177551 0.00174249 0.00181419 0.00165466 0.00180786 0.000161281 0.000972289 0.000910399 0.00173747 0.00106995 0.00161913 0.00157543 0.00190365 0.00151906
internal_weight=0 673 599 2448 325 2351 274 1748 101 97 603 555 248 157 91 1678 470 534 294 240 446 70 52 224 199 69 220 190 1208 161
internal_count=3121 673 599 2448 325 2351 274 1748 101 97 603 555 248 157 91 1678 470 534 294 240 446 70 52 224 199 69 220 190 1208 161
is_linear=0
shrinkage=0.00196078


Tree=3248
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 0 49 4 47 150 1 12 4 2 3 10 3 13 131 475 15 4 40 12 13
split_gain=71.4564 12.0244 7.37471 5.44734 5.34968 3.62044 2.15393 2.14184 1.97069 1.83935 1.58568 1.83271 1.49741 1.40687 1.17308 1.17025 0.849673 0.774578 0.767111 0.727292 0.69661 0.685438 0.667052 0.649687 0.586398 0.576116 0.847844 0.57603 0.614402 0.57089
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.09253500000000002 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.13011000000000003 1.0000000180025095e-35 0.083135000000000014 0.088245000000000004 -0.52556499999999995 0.17025000000000004 -0.0063699999999999989 -0.38851999999999992 -0.13927999999999999 -1.0000000180025095e-35 0.091440000000000007 -0.07550999999999998 -0.026084999999999994 0.08184000000000001 -0.063404999999999989 -0.10022999999999999 -0.079299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 22 6 10 -6 14 -5 11 15 16 18 24 -1 17 -12 -4 -17 -20 -19 27 -2 -7 26 -24 -3 -29 -30
right_child=1 2 13 9 7 8 -8 -9 -10 -11 12 -13 -14 -15 -16 19 -18 21 20 -21 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.0014304171468502557 0.0015928394113144497 0.00068408347373673586 0.0003358522819684 0.0013689434368511384 0.0013084140837790095 0.0015789306518898471 0.0018294286346222516 0.00075131580645622104 0.00090565573956794226 0.00080304566771951451 0.0019480464171294739 0.0016976920607822393 0.0012973292605528812 0.00079707668692457915 0.00096253536901312977 0.00071740157701367252 0.0014850014723766253 0.0012169911622667178 0.00025564502920466579 0.0011573823130946622 -0.00021843010021801938 0.0015760785217474196 0.0011857958269469878 0.0011791389157959058 0.0013543792137652552 0.00047527488874920615 0.00073012320058114604 0.00074456083982903435 0.00049840673767388005 0.00012928990097838192
leaf_weight=48 54 89 109 34 83 52 79 39 41 63 21 36 112 20 27 20 760 21 26 52 22 763 20 20 319 22 73 23 49 24
leaf_count=48 54 89 109 34 83 52 79 39 41 63 21 36 112 20 27 20 760 21 26 52 22 763 20 20 319 22 73 23 49 24
internal_value=0 0.00073535 0.00064323 0.00145676 0.000784132 0.00147555 0.00151242 0.00113033 0.00131497 0.0010014 0.00149876 0.00130967 0.00151635 0.000307292 0.00135714 0.00119327 0.00153202 0.00157641 0.000244899 0.00103517 3.83606e-05 0.00156646 0.000643347 0.00148103 0.00138585 0.000760617 0.000828117 0.00057045 0.000465102 0.000377053
internal_weight=0 673 599 2448 422 2351 1912 122 439 97 1833 156 1677 177 398 120 1565 805 157 72 48 784 300 74 371 115 93 185 96 73
internal_count=3121 673 599 2448 422 2351 1912 122 439 97 1833 156 1677 177 398 120 1565 805 157 72 48 784 300 74 371 115 93 185 96 73
is_linear=0
shrinkage=0.00196078


Tree=3249
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 14 2 42 4 1 13 4 50 49 1 0 1 14 43 16 1 1 1 15 1 484
split_gain=78.1849 9.5739 7.68329 5.6943 4.90947 3.89255 3.80236 2.82127 2.73008 2.00398 1.99086 1.97678 1.37119 2.32416 1.09098 1.04257 0.980417 0.975448 0.906276 0.84088 0.787395 0.754245 0.744572 0.626397 0.939426 0.61215 0.610967 0.599767 0.618203 0.562181
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.089885000000000007 0.14285500000000004 -1.0000000180025095e-35 0.14122000000000004 0.076175000000000007 0.10803500000000001 -0.076394999999999977 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 -0.033174999999999989 0.041865000000000006 -0.012034999999999999 0.090540000000000023 -0.066089999999999996 0.12958500000000003 -0.46166999999999997 0.064745000000000011 -0.046599999999999996 0.11414000000000001 0.12000500000000001 0.13075500000000004 -0.089964999999999976 0.14754500000000001 0.082450000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 17 9 7 25 12 18 20 -4 14 29 -7 -12 27 -2 -1 -20 -9 -17 -16 24 -23 -3 -6 28 -8 -14
right_child=1 6 11 -5 26 8 16 10 -10 -11 15 -13 13 -15 22 21 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016220647740795768 0.00095275206747008308 0.00064497089676948541 0.0015480542105007794 0.00084294011974646364 0.00081780781056366722 0.0011029801107977841 0.00042023786005524741 0.0014300426936404589 0.00095573984953253703 0.0019694263761594862 0.0010812001985252438 0.00087995701382232903 0.0014022253959158691 0.00086297264234375907 0.0015892664075860239 0.00094621978955818152 0.00057282329218807666 0.0014305364632723379 0.0015264540165117202 0.0011173541980241638 0.00089248574987126918 0.00089180956747837378 0.0013639306377332943 0.00033110946025379808 0.00046890939229373633 0.00027928973210004915 0.00043721199339998311 -0.00014100989622334531 3.132895566523075e-05 0.0016356416958869153
leaf_weight=1093 20 24 21 45 50 21 33 22 41 58 23 90 335 30 425 24 26 92 241 21 20 36 65 32 46 66 24 22 30 45
leaf_count=1093 20 24 21 45 50 21 33 22 41 58 23 90 335 30 425 24 26 92 241 21 20 36 65 32 46 66 24 22 30 45
internal_value=0 0.000718165 0.00151079 0.00153392 0.00108628 0.00154702 0.000548686 0.000665769 0.00145081 0.00161251 0.000793882 0.00100635 0.00147285 0.00138839 0.00154062 0.000694704 0.00023963 0.00134522 0.00159724 0.00149366 0.00117406 0.000630288 0.00155937 0.000563776 0.000654573 0.000376805 0.000694371 0.000137712 0.000235043 0.00142987
internal_weight=0 590 2531 2420 186 2375 404 293 962 1413 203 111 921 410 511 161 111 112 1355 262 42 138 490 114 82 90 74 85 63 380
internal_count=3121 590 2531 2420 186 2375 404 293 962 1413 203 111 921 410 511 161 111 112 1355 262 42 138 490 114 82 90 74 85 63 380
is_linear=0
shrinkage=0.00196078


Tree=3250
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 2 2 1 4 52 1 2 1 12 15 47 10 151 3 43 13 4 12 131 12
split_gain=90.9657 15.9939 8.74082 7.10319 5.23598 4.02102 3.23393 2.90783 2.90323 2.28388 2.23623 2.19351 2.06334 1.75593 1.02343 1.17154 1.23913 0.909609 0.882926 0.77359 0.752359 0.643075 0.633825 0.587868 0.578799 0.572404 0.559007 0.558178 0.550111 0.514808
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.11474000000000002 0.14753000000000002 0.077845000000000011 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.085605000000000014 0.082480000000000012 -0.41942499999999994 0.090100000000000013 -0.38124499999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.080324999999999994 -1.0000000180025095e-35 -0.0070899999999999991 0.10124000000000001 0.09031500000000002 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 6 8 11 9 17 26 13 -5 -4 -11 29 -17 -1 22 -13 23 -21 -19 -3 -14 -15 -6 -28 -2 -16
right_child=1 2 7 12 10 -7 -8 -9 -10 14 -12 19 24 25 15 16 -18 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0015782476675222615 0.0016206291927021912 0.00045112270822629573 0.00071115387494073191 0.0013863922292444886 0.0015434285233595995 0.00092469552019002301 0.0007499913972223082 0.00080727973609751112 0.0018631063318219172 0.0017068025378728642 0.00060330689580368445 0.00021055348942729111 0.00087146436466113144 0.00015492481491674964 0.0014556923879814861 0.00076360674491965624 0.0013429601670370674 0.00097634386337326574 0.0015052047434165054 5.9379048499406553e-05 0.00087592717674043444 -0.00036642668561802968 0.0013935498896739285 0.00066374382327863554 0.00047320384075682533 0.00048218195643830576 0.0013616983928988057 0.00097607140880437893 0.001261745023182015 0.0013473809741223659
leaf_weight=892 52 101 40 28 23 48 22 37 84 43 24 32 47 86 484 22 40 21 378 25 33 30 42 99 20 27 31 27 24 259
leaf_count=892 52 101 40 28 23 48 22 37 84 43 24 32 47 86 484 22 40 21 378 25 33 30 42 99 20 27 31 27 24 259
internal_value=0 0.000658707 0.00055384 0.00146496 0.000765457 0.00148635 0.00149813 0.000295622 0.0015054 0.00149162 0.001129 0.000216742 0.000939388 0.000358095 0.00141207 0.00139633 0.00113738 0.00154223 0.00146939 -3.18461e-05 0.000601629 -0.000172879 0.00125448 0.00055637 0.000752581 0.000233119 0.00128476 0.00118218 0.0015073 0.00141794
internal_weight=0 691 615 2430 338 2335 2287 277 2265 2181 105 240 95 153 848 805 62 1333 441 87 233 55 63 200 67 113 81 58 76 743
internal_count=3121 691 615 2430 338 2335 2287 277 2265 2181 105 240 95 153 848 805 62 1333 441 87 233 55 63 200 67 113 81 58 76 743
is_linear=0
shrinkage=0.00196078


Tree=3251
num_leaves=31
num_cat=0
split_feature=1 52 3 12 2 457 12 0 12 40 15 1 3 4 50 2 1 2 15 3 3 16 43 374 40 106 1455 1451 1451 1447
split_gain=2.54234 0.703202 0.40989 0.305733 0.309613 0.357351 0.296984 0.254157 0.244691 0.327543 0.241941 0.235623 0.199386 0.190826 0.205736 0.231972 0.199089 0.309281 0.261536 0.185791 0.206667 0.160821 0.150331 0.182707 0.187014 0.168869 0.14156 0.137875 0.173705 0.151746
threshold=0.10124500000000002 -0.52606999999999993 0.31370500000000007 -1.0000000180025095e-35 0.116525 0.080930000000000016 -0.42850999999999995 0.22582000000000002 -0.11019 -0.063404999999999989 -0.41942499999999994 0.13501500000000002 -0.10831999999999999 0.042705000000000007 -0.23452499999999996 0.13093500000000002 0.083345000000000016 0.087955000000000019 -0.093244999999999981 0.10299500000000002 0.12745000000000004 -0.44310499999999992 -0.070064999999999975 0.086450000000000013 -0.086109999999999978 0.04883500000000001 0.068185000000000009 0.089825000000000002 0.081365000000000007 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 8 5 10 -4 13 -3 22 -5 -8 -12 14 -1 19 17 -15 -18 27 -21 -19 23 24 -10 -26 -23 28 29 -16
right_child=1 2 6 4 -6 -7 11 -9 9 -11 12 -13 -14 16 15 -17 18 21 -20 20 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.022103590128210709 0.015279457936373452 0.01402789573515203 0.0078638697341738093 0.0054030083273211892 0.0057225016192620666 0.0017540358921618153 0.0040444536921624271 0.0031887517018879831 0.00010161424377116735 -0.0024155835832150138 0.022047007347442804 -0.0065762553660745765 0.01256878316292019 0.022931468436042154 0.017367879032505595 0.0039542524033114182 0.01109659898705569 0.01494442308708818 -0.00078681703434536671 0.0014925085483172031 0.013807885753803114 0.0086896418019000391 0.012992265590579611 -0.0022714589456418071 0.011898277982793143 0.0033710107175417671 0.01533896940011318 0.020684435694708139 0.0053824955570923897 0.013528147665555027
leaf_weight=22 78 20 35 33 150 29 28 20 28 51 20 40 140 20 85 20 40 72 23 21 22 136 20 24 47 30 31 22 20 1794
leaf_count=22 78 20 35 33 150 29 28 20 28 51 20 40 140 20 85 20 40 72 23 21 22 136 20 24 47 30 31 22 20 1794
internal_value=0 0.0072849 0.00638767 0.00728716 0.00883901 0.0109448 0.00121777 0.0131561 0.00466313 0.00372665 0.0123257 -0.00220302 0.0137536 0.0132417 0.0135638 0.0134691 0.0112351 0.012324 0.00675821 0.013566 0.0077934 0.0114364 0.00582903 0.00471845 0.00631614 0.00857597 0.00992395 0.0136952 0.0136142 0.0137018
internal_weight=0 773 695 592 372 222 103 2348 220 200 193 68 160 2328 2006 1984 322 259 63 1964 43 239 149 129 105 77 167 1921 1899 1879
internal_count=3121 773 695 592 372 222 103 2348 220 200 193 68 160 2328 2006 1984 322 259 63 1964 43 239 149 129 105 77 167 1921 1899 1879
is_linear=0
shrinkage=0.0887971


Tree=3252
num_leaves=31
num_cat=0
split_feature=1 155 47 376 2 48 12 133 4 15 151 14 9 3 12 3 0 39 1 15 48 3 44 39 47 49 10 42 1208 1213
split_gain=2.05929 0.574261 0.404557 0.314282 0.289132 0.292597 0.322189 0.279351 0.260997 0.234857 0.417076 0.219111 0.35624 0.293769 0.27551 0.235441 0.205868 0.180133 0.201504 0.16728 0.166659 0.244797 0.188179 0.169834 0.1564 0.144245 0.142308 0.145514 0.201087 0.202527
threshold=0.10124500000000002 0.11245500000000001 0.078345000000000012 0.083785000000000012 0.13754500000000003 -0.081134999999999999 0.11734000000000001 0.089755000000000015 0.41257000000000005 -0.41942499999999994 -1.0000000180025095e-35 -0.47071999999999997 0.099965000000000012 0.099930000000000005 0.089410000000000003 0.11658 0.22582000000000002 0.085060000000000011 0.10887500000000001 -0.42198999999999992 0.10168500000000001 -0.073309999999999986 1.0000000180025095e-35 -0.04725999999999999 0.089785000000000018 -0.039339999999999993 -0.012544999999999999 0.11457500000000002 0.099975000000000008 -0.021674999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 8 5 -2 11 9 24 -6 -11 -7 13 14 17 -15 20 18 -13 -19 22 -22 23 -1 -4 -17 -25 -28 29 -29
right_child=1 -3 3 -5 7 6 -8 -9 -10 10 -12 12 -14 15 -16 25 -18 19 -20 -21 21 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.0042026299011446132 0.013476023989899007 0.012855874831682029 0.017077962075566271 -0.00029600243442852014 0.0036278121876534377 0.010451310140782709 0.013961788904596355 0.0091811509609269638 0.0020293787096748047 0.0032990791108255127 -0.009744159883584385 -0.0093249183054826806 -0.0066316967958110805 0.014430588337584678 0.0075901072778499943 0.0091104779022932892 0.002548367986755264 -0.0013118335829254879 0.00089269460045435884 0.0052008936838045302 0.0099745380722833978 0.0019178946836116966 0.018347542630131539 0.0047009108809813989 0.0095880794246778513 0.0017347321950381591 0.010987681327322149 0.012745650443592412 0.013551249102352527 0.0050670761792051449
leaf_weight=25 24 66 20 24 41 29 21 20 26 27 35 20 21 24 47 32 20 41 30 61 81 33 20 24 130 34 1990 28 37 90
leaf_count=25 24 66 20 24 41 29 21 20 26 27 35 20 21 24 47 32 20 41 30 61 81 33 20 24 130 34 1990 28 37 90
internal_value=0 0.0058219 0.00516527 0.00816835 0.00398062 0.00504631 0.00448433 0.0006536 0.00932258 -0.00100223 -0.00406404 0.00389723 0.0032841 0.00400463 0.002314 0.00774278 0.010514 0.000682578 -0.00319435 0.00258303 0.0105824 0.00764235 0.0107338 0.0106644 0.0105867 0.00531085 0.0107389 0.0108064 0.00847943 0.00688911
internal_weight=0 773 707 200 507 384 360 123 176 103 62 339 310 289 199 90 2348 152 50 102 2328 114 2214 2194 150 66 2169 2145 155 118
internal_count=3121 773 707 200 507 384 360 123 176 103 62 339 310 289 199 90 2348 152 50 102 2328 114 2214 2194 150 66 2169 2145 155 118
is_linear=0
shrinkage=0.0788493


Tree=3253
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 2 1 48 0 0 13 47 16 1 15 0 16 1 51 0 13 42 131 1 156 475
split_gain=63.1055 10.5451 6.13646 5.50891 4.74889 3.30906 2.24473 2.02048 1.53872 1.35101 1.21689 1.5388 1.08211 0.832858 0.812607 0.781589 1.10658 0.651277 0.911687 0.794854 0.685268 0.619035 0.671459 0.542361 0.570086 0.588736 0.536456 0.530607 0.522497 0.662948
threshold=0.10538500000000002 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.13501500000000002 0.077845000000000011 0.17025000000000004 0.085760000000000017 -0.077484999999999984 -0.22491999999999998 -0.14723999999999998 -0.004174999999999999 0.090100000000000013 -0.105305 1.0000000180025095e-35 -0.03241999999999999 -0.038659999999999993 0.15273500000000004 0.11669000000000002 -0.085989999999999997 -0.095504999999999993 0.049530000000000012 0.088295000000000012 0.090385000000000007 0.15799000000000005 0.091015000000000013 -0.087794999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 15 10 -6 12 -5 14 13 -12 -7 -1 -4 21 -17 19 -19 -14 -21 22 -3 -13 25 -25 -2 -11 29 -15
right_child=1 2 9 8 6 7 -8 -9 -10 27 11 23 17 28 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018039627297804603 0.0016447810468330881 0.00042377862385382839 0.00042766967535580198 0.0014326780512720263 0.001368037192249957 0.0010952100478383395 0.00079771421574404517 0.0010215845942083332 0.00088990404358294678 0.0003234664718113573 0.0009517667238034454 0.0013433512451323064 0.0014467330101658317 0.0012828326762891285 0.00076768476976753176 0.00073564690128043707 0.0013029289917618622 0.0012063081998005857 0.0016531524999862147 0.00090508333306905681 0.0013878498512964982 0.00055213474435221823 0.0008111611916954563 0.0016482631038363992 0.0013043340307398326 0.001486361769580386 0.0012857460142935023 -8.5787265974572618e-05 0.0013819812402567442 0.0016062724909442188
leaf_weight=74 48 20 88 28 83 34 39 48 71 29 20 66 526 25 39 39 20 21 107 20 26 94 123 159 37 189 24 21 45 958
leaf_count=74 48 20 88 28 83 34 39 48 71 29 20 66 526 25 39 39 20 21 107 20 26 94 123 159 37 189 24 21 45 958
internal_value=0 0.000816367 0.000730604 0.00149653 0.000860181 0.00151557 0.00118572 0.00141133 0.00104342 0.000424597 0.0015674 0.00148398 0.00143682 0.00160305 0.000532084 0.000726006 0.000927946 0.00145341 0.00157984 0.00142512 0.00117795 0.000675734 0.000756982 0.00150758 0.00153573 0.00156033 0.0015251 0.00015158 0.00158859 0.00159805
internal_weight=0 667 595 2454 418 2355 122 782 99 177 1573 471 734 1102 127 296 59 700 128 572 46 237 143 451 385 348 72 50 1028 983
internal_count=3121 667 595 2454 418 2355 122 782 99 177 1573 471 734 1102 127 296 59 700 128 572 46 237 143 451 385 348 72 50 1028 983
is_linear=0
shrinkage=0.00196078


Tree=3254
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 1 47 16 2 49 0 1 16 4 47 3 3 1 52 1 4 0 4 4 15 15 0
split_gain=115.433 17.7408 9.94495 8.37555 6.15078 5.48926 3.28636 2.97336 2.80685 2.73811 1.87389 1.79381 1.78929 1.64934 1.96307 1.629 1.11969 1.00079 1.18208 1.2724 0.937266 0.908384 0.884257 0.93839 0.813904 0.821572 1.30223 0.80708 0.802756 0.745712
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.11690500000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.085505000000000012 -0.52595999999999987 0.14960000000000004 -0.054984999999999992 -0.10151999999999999 0.085345000000000018 -0.042349999999999992 0.0061450000000000003 0.10648500000000001 0.0068900000000000012 0.11658 0.13075500000000004 0.12418000000000001 0.075045000000000014 -0.053309999999999989 -0.07929499999999999 -0.49013999999999996 -0.15289999999999995 -0.095869999999999983 -0.40580499999999992 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 17 13 10 -4 11 -6 21 -2 14 -1 -11 24 18 -3 -20 -5 -7 29 -24 -15 -26 -27 -16 -13 -12
right_child=1 5 8 20 7 9 -8 -9 -10 15 22 28 -14 16 27 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0017382110483611202 0.00099213488841824759 0.00056629445623234374 0.0015173464227197079 0.00084537043619681805 0.00099917190248558852 0.00030569162442799496 0.0021791369215447029 0.0010650255484126044 0.00081828468410519108 0.00049116127886155358 0.0015794716967599653 0.00023624900151661234 0.0015887510088811025 0.0018038519857625094 0.0015261851749845741 0.0011146778327540733 0.001542031025849835 0.001232282660134575 0.0012700353669964409 0.00074362708731872773 0.00038689113826204845 0.00071087630962893972 0.0018411278191124997 0.0014417839952397581 0.0019362683103738051 0.0011865917228016199 0.0016927823712359785 0.0010809187434673859 -0.00019693083016711726 0.0012911772316031474
leaf_weight=89 23 64 34 60 21 117 70 48 63 49 374 29 121 1095 29 24 82 20 27 51 24 26 92 30 47 21 281 34 38 38
leaf_count=89 23 64 34 60 21 117 70 48 63 49 374 29 121 1095 29 24 82 20 27 51 24 26 92 30 47 21 281 34 38 38
internal_value=0 0.000761673 0.00167859 0.00120643 0.00170397 0.000533798 0.00176288 0.00153321 0.00106332 0.000369031 0.00157371 0.000255317 0.00149346 0.00174551 0.00155073 0.000696153 0.00176491 0.000821632 0.000763794 0.000925845 0.000714376 0.000379362 0.0015963 0.00174293 0.00177757 0.00169511 0.00165758 0.00128588 -9.43508e-06 0.00155288
internal_weight=0 673 2448 228 2351 445 1748 603 97 283 555 210 144 1678 152 73 1526 162 142 78 84 143 534 122 1444 349 302 63 67 412
internal_count=3121 673 2448 228 2351 445 1748 603 97 283 555 210 144 1678 152 73 1526 162 142 78 84 143 534 122 1444 349 302 63 67 412
is_linear=0
shrinkage=0.00196078


Tree=3255
num_leaves=31
num_cat=0
split_feature=1 52 3 47 48 50 12 47 133 4 4 158 0 2 14 4 16 0 160 0 0 1 13 50 12 4 16 474 474 13
split_gain=2.44931 0.622255 0.373878 0.269897 0.333288 0.330789 0.245693 0.224315 0.284002 0.220375 0.214804 0.217046 0.211327 0.20335 0.199658 0.194533 0.208143 0.192681 0.183884 0.181576 0.323988 0.243845 0.261318 0.235245 0.234118 0.265066 0.230499 0.411049 0.396387 0.240316
threshold=0.10124500000000002 -0.52606999999999993 0.31370500000000007 0.078345000000000012 -0.081134999999999999 0.10616500000000001 -0.42850999999999995 0.14174500000000004 0.086990000000000012 -0.0070899999999999991 0.042705000000000007 0.07968500000000002 -0.23091999999999999 0.15950500000000004 -0.47013499999999991 0.24564500000000003 -0.25582999999999995 -0.086834999999999982 -0.061284999999999992 -0.07929499999999999 -0.079829999999999998 0.088340000000000016 -0.10278499999999999 0.10944000000000002 -0.085119999999999987 -0.49013999999999996 0.0013750000000000001 0.10008000000000002 0.085445000000000007 -0.075129999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 12 -4 8 9 -5 19 15 -6 -8 -14 16 -12 -13 -18 20 21 22 -1 -24 -21 -26 29 28 -28 -27
right_child=1 2 6 7 5 -7 13 -9 -10 -11 11 17 14 -15 -16 -17 18 -19 -20 24 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.019423436009855802 0.013973002365229813 0.015160712765947538 0.0069978651399082393 0.019798410643676715 0.011999111081888498 0.013182836049452359 0.0014247439913682408 0.0017925176710935089 0.0031228725955150505 0.010782298469094747 0.014571912158813325 0.016474808115690479 0.011575704239894097 -0.0085519059881103993 0.0031684080110286001 0.0034213163258230289 0.0020607467354620932 0.0083200407042182522 0.0098077641537444946 0.0030012866895716486 0.021406253682634359 0.010198690270574393 0.013585378120762258 0.0093132341959621529 0.015757866412368954 0.018533808438446684 0.0087787995814673538 0.018868163716027564 -0.003939995022013195 0.011558768229649149
leaf_weight=51 78 25 35 25 24 33 46 23 28 94 52 62 22 22 318 40 28 32 110 23 34 197 966 104 102 41 166 26 20 294
leaf_count=51 78 25 35 25 24 33 46 23 28 94 52 62 22 22 318 40 28 32 110 23 34 197 966 104 102 41 166 26 20 294
internal_value=0 0.00674467 0.00593343 0.00675915 0.00560249 0.00500058 0.00118759 0.00963038 0.0108567 0.0126764 0.0122836 0.0102433 0.00425879 -0.001803 0.00371241 0.00883107 0.00996997 0.0136987 0.00823591 0.0126103 0.0131802 0.012968 0.0134546 0.0131701 0.0114636 0.0117635 0.0110187 0.00881629 0.00741119 0.0124124
internal_weight=0 773 695 592 422 397 103 170 147 119 2348 324 364 68 340 230 190 94 138 2024 1352 1318 1121 1070 672 649 547 212 186 335
internal_count=3121 773 695 592 422 397 103 170 147 119 2348 324 364 68 340 230 190 94 138 2024 1352 1318 1121 1070 672 649 547 212 186 335
is_linear=0
shrinkage=0.085349


Tree=3256
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 2 1 2 2 1 1 13 132 1 12 2 475 49 3 40 1447 47 3 1 1 52 4
split_gain=80.9734 10.2344 7.80475 5.70463 5.29072 4.50368 3.78956 2.48812 2.42864 2.28054 2.20505 1.92684 1.2485 1.23041 1.18537 1.09171 1.38067 1.04455 0.973118 0.957454 0.848816 0.79688 0.767287 0.694351 0.685391 0.710247 0.654542 0.617854 0.55585 0.545168
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.10045500000000002 0.076975000000000002 -1.0000000180025095e-35 0.09253500000000002 0.10981000000000002 0.14285500000000004 0.122715 0.089625000000000024 -1.0000000180025095e-35 0.088890000000000011 0.15799000000000005 0.087145000000000014 0.088850000000000012 -0.066784999999999983 -0.046979999999999987 0.12745000000000004 -0.063404999999999989 -0.082869999999999985 0.08265500000000002 0.084940000000000015 0.12000500000000001 0.12811000000000003 0.40674500000000008 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 12 8 7 13 26 -4 -10 19 29 18 22 16 -7 24 28 -8 -21 -16 -12 -20 25 -15 -3 -24 -1 -2
right_child=1 5 9 -5 -6 15 11 -9 10 -11 14 -13 -14 17 21 -17 -18 -19 23 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019973715678202864 0.0020431780622629692 0.0010290767610765107 0.0017865004421633852 0.0012150882113147431 0.0010537323455036334 0.00059394242473027111 0.001995003849970943 0.0022865457671064145 0.0014964434328150875 0.001188742196311639 0.0011415660337633421 0.0013395081898517679 0.0013727653851598103 0.0012255729833081971 0.0010509641861821632 0.00091540188606561729 4.1357615030943909e-06 0.0018806323171830729 0.0021396767380540602 0.0014522701235166482 0.0017763702850880285 0.001473799761184824 0.00091592048355289822 0.0018704256170747177 0.0018957818838569729 0.0016897789777667789 0.00065836002018497596 0.00053248240246372318 0.0016882182321738123 0.0017188868665294287
leaf_weight=930 30 24 34 45 74 55 68 75 48 77 32 39 29 21 40 23 20 267 38 33 314 28 44 516 23 29 66 24 22 53
leaf_count=930 30 24 34 45 74 55 68 75 48 77 32 39 29 21 40 23 20 267 38 33 314 28 44 516 23 29 66 24 22 53
internal_value=0 0.00107946 0.00187028 0.00189314 0.0014526 0.000907668 0.00190598 0.00194331 0.00102253 0.00137184 0.00113308 0.00174803 0.00171613 0.00192937 0.00102926 0.000549018 0.000436661 0.00182492 0.00195295 0.00178642 0.00174555 0.00122507 0.000896102 0.00188889 0.00162115 0.00149481 0.000757218 0.000780589 0.00199023 0.0018361
internal_weight=0 590 2531 2420 186 404 2375 1921 306 111 216 454 112 1846 168 98 75 340 1506 415 347 68 100 554 73 50 90 68 952 83
internal_count=3121 590 2531 2420 186 404 2375 1921 306 111 216 454 112 1846 168 98 75 340 1506 415 347 68 100 554 73 50 90 68 952 83
is_linear=0
shrinkage=0.00192234


Tree=3257
num_leaves=31
num_cat=0
split_feature=1 3 4 0 45 4 2 52 1 12 3 160 96 12 2 15 15 1 0 52 52 151 16 51 11 3 16 16 49 49
split_gain=2.37141 0.550542 0.310666 0.303317 0.248004 0.243898 0.226242 0.294271 0.397129 0.399466 0.339659 0.274573 0.212722 0.224644 0.248105 0.293283 0.229013 0.192885 0.26583 0.407792 0.358747 0.213076 0.179181 0.290166 0.232976 0.175449 0.171083 0.221361 0.167576 0.239055
threshold=0.10337500000000001 -0.059315 0.40124500000000002 0.089620000000000019 0.10526500000000001 0.42642000000000008 0.090425000000000019 -0.56368999999999991 0.08864000000000001 0.088365000000000013 -0.014944999999999998 0.050340000000000003 0.087655000000000025 -0.10022999999999999 0.13712500000000002 0.013270000000000002 -0.079929999999999987 0.082005000000000008 -0.033209999999999996 0.10744000000000002 0.088785000000000017 -0.083294999999999994 -0.097644999999999996 0.11144500000000002 0.078065000000000009 -0.14989499999999997 -1.0000000180025095e-35 0.058835000000000005 0.11560500000000001 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 12 -2 22 -8 17 10 -10 -12 13 -3 15 26 -16 18 21 20 -20 -9 -1 24 28 -7 -15 -28 29 -24
right_child=1 3 -4 -5 -6 25 7 8 9 -11 11 -13 -14 14 16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.015482219055514165 0.011020082650251386 0.010061485147449584 0.002124066656746749 -0.0049942048420557944 0.01375797295542896 0.0091849452354852701 0.019104683170829521 0.017773745416287366 -0.0058667612738029689 0.016500810753688762 0.001127203261607423 0.012368549648918764 -0.0028149564302741457 0.0062545763158018486 0.0032914791787874561 0.015343378451697431 -0.0060209939766781764 0.018026074736366499 0.0062370401981318808 -0.0016622306393602889 0.019275084396162264 0.011399979063540649 0.012258063015987175 0.0038623420324061628 0.020176487927385901 -0.00045917753811333954 -0.0055908260838285007 0.0056253298666387244 0.0056769794264329397 0.016628545344166787
leaf_weight=152 200 59 22 21 23 28 31 39 21 20 32 29 24 171 71 21 25 30 45 27 22 629 1129 27 28 25 22 28 25 95
leaf_count=152 200 59 22 21 23 28 31 39 21 20 32 29 24 171 71 21 25 30 45 27 22 629 1129 27 28 25 22 28 25 95
internal_value=0 0.00654145 0.0120218 0.00483236 0.00529713 0.00968267 0.0121133 0.0110899 0.010812 0.00589777 0.00331166 0.00647145 0.0048349 0.00529736 0.00446575 0.00589361 0.000866356 0.0114449 0.0111858 0.00701956 0.0105182 0.0117721 0.0127634 0.0124465 0.012628 0.00463583 0.00499567 0.000690221 0.0124588 0.0125973
internal_weight=0 718 2403 465 444 253 2381 925 894 102 82 61 421 397 338 242 96 792 762 94 67 668 1456 1304 1277 53 221 50 1249 1224
internal_count=3121 718 2403 465 444 253 2381 925 894 102 82 61 421 397 338 242 96 792 762 94 67 668 1456 1304 1277 53 221 50 1249 1224
is_linear=0
shrinkage=0.0836755


Tree=3258
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 12 150 13 2 4 14 2 4 39 52 49 12 51 0 16 2 4 16 1 11 0 160 2
split_gain=76.9747 9.32049 8.17091 5.10396 4.85744 3.81988 3.09407 2.9629 2.12045 1.87348 1.79697 1.73418 1.4126 1.13131 1.09721 1.05708 0.999487 0.976562 0.918811 0.797541 0.754983 1.06383 0.6825 0.654978 0.87433 0.631233 0.556105 0.843175 1.01794 0.553817
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 -0.025214999999999998 0.091475000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 0.11177500000000001 0.033845000000000007 0.076175000000000007 0.11389000000000002 -0.019614999999999997 0.096625000000000016 0.048770000000000008 -0.012034999999999999 0.13597000000000004 -0.096089999999999981 -0.11173999999999999 -0.43320999999999993 0.10276500000000001 -0.15464999999999998 -0.0087049999999999992 0.099660000000000012 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 13 6 15 12 9 25 -8 18 20 19 -12 -3 -7 -2 26 -1 21 -4 29 -11 -25 -6 27 -9 -29 -10
right_child=1 5 7 -5 8 16 10 11 22 23 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.001724287912068692 0.00090950997272396786 0.00054869261149897693 0.0015459076096029842 0.00063858649772713123 0.0010917655042573516 -4.5595658730970527e-06 0.0011749657211369189 0.0014973490313444288 0.00067536166558663049 0.0015615562137506296 0.0011025012361214441 0.001235086586180739 0.0019089828360466905 0.0010070335172137625 0.00059577235596967838 0.0002237896969176103 0.0004202186750868956 0.0013875670648495152 0.0011221944036477317 0.0014146276122520009 0.0015696885413577118 0.00098767403781024454 0.00058144361094200343 0.0014099585916127607 0.00089816149223307155 0.00061045751214664889 0.0016510135901819348 0.00092218929499972096 0.0013962491281167308 0.0010662795935437405
leaf_weight=42 20 99 35 74 20 57 39 478 22 33 20 156 46 21 92 63 34 92 29 134 1156 21 36 33 21 22 65 21 102 38
leaf_count=42 20 99 35 74 20 57 39 478 22 33 20 156 46 21 92 63 34 92 29 134 1156 21 36 33 21 22 65 21 102 38
internal_value=0 0.000674972 0.00146144 0.00103818 0.00121238 0.000507751 0.000610556 0.00151127 0.00101553 0.00117974 0.000812482 0.00142191 0.00157172 0.0014372 0.00068626 0.000422341 0.000154149 0.0013022 0.00146385 0.00148852 0.00155892 0.00133657 0.000794881 0.00134392 0.00121093 0.000839652 0.00147873 0.00146009 0.00131531 0.000922943
internal_weight=0 590 2531 186 422 404 313 2109 225 129 151 851 1258 197 112 162 91 112 695 176 1212 56 96 87 54 42 666 601 123 60
internal_count=3121 590 2531 186 422 404 313 2109 225 129 151 851 1258 197 112 162 91 112 695 176 1212 56 96 87 54 42 666 601 123 60
is_linear=0
shrinkage=0.00196078


Tree=3259
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 13 1 2 4 14 457 1 1 1 52 132 1 4 0 1447 13 159 4 39 52 2 3 13
split_gain=63.3502 8.10679 7.15033 4.30006 3.87536 3.08841 2.91317 2.54688 2.09347 2.05458 1.69686 1.52186 1.15552 2.44712 0.888687 0.871317 0.864812 0.803238 1.08741 0.798445 0.777517 0.701404 0.650017 0.655476 0.608702 0.598219 0.59222 0.545736 0.544055 0.53548
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.089885000000000007 0.14753000000000002 -1.0000000180025095e-35 0.077845000000000011 0.14285500000000004 0.024790000000000003 0.076175000000000007 0.080930000000000016 0.084525000000000003 0.12765500000000005 0.090540000000000023 -0.52606999999999993 0.088890000000000011 0.15799000000000005 0.04735000000000001 -0.066089999999999996 -0.082869999999999985 -0.16152999999999998 0.0089800000000000019 0.40945500000000007 0.084780000000000008 1.0000000180025095e-35 -0.0091949999999999983 -0.091054999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 11 7 14 -4 12 -9 15 19 -14 -3 -1 -2 18 -8 21 -17 -7 -23 -24 -16 -10 -21 -27 -25 -12
right_child=1 6 8 -5 -6 9 17 10 25 -11 29 -13 13 -15 24 20 -18 -19 -20 26 -22 22 23 28 -26 27 -28 -29 -30 -31
leaf_value=0.0016138434470676375 0.0016645228057181468 0.00073144294249633435 0.0014877691301478058 0.00093263241657195919 0.00078784020365401904 0.0018113499799487637 0.00039119645508268514 0.0013667243583054811 0.0006141977450426887 0.0010179457867629507 0.00093298317691452564 0.0019138424651617936 0.0015660835448287282 0.00074733557070002837 0.00071766602269345134 0.0015194739547187829 0.0012666162289070341 0.00066768422402054039 -0.00014270507885764044 0.0012968067943210757 0.0011260895122861773 0.0011826735102769099 0.0015027521399306992 0.0014885503482195287 0.00037416005631986116 0.00075065598585734175 0.0015111339062357186 0.0011368363262116564 0.0018453045524691556 0.00054867523813656731
leaf_weight=1093 28 112 28 45 74 32 55 32 25 39 46 58 32 25 28 241 84 23 20 117 21 22 540 27 68 24 86 34 42 20
leaf_count=1093 28 112 28 45 74 32 55 32 25 39 46 58 32 25 28 241 84 23 20 117 21 22 540 27 68 24 86 34 42 20
internal_value=0 0.000797298 0.00151077 0.00153309 0.00113604 0.00154447 0.000641345 0.000735572 0.00102415 0.00145878 0.000996183 0.00160281 0.0014774 0.00120698 0.000612784 0.0015895 0.00136609 0.000347127 0.000248823 0.0014952 0.00148794 0.00152815 0.00151379 0.00152575 0.000474349 0.000867748 0.00138761 0.000977038 0.00170571 0.000816526
internal_weight=0 590 2531 2420 186 2375 404 306 111 962 98 1413 923 57 208 1355 112 98 75 866 262 663 631 609 96 83 203 58 69 66
internal_count=3121 590 2531 2420 186 2375 404 306 111 962 98 1413 923 57 208 1355 112 98 75 866 262 663 631 609 96 83 203 58 69 66
is_linear=0
shrinkage=0.00196078


Tree=3260
num_leaves=31
num_cat=0
split_feature=1 3 4 1 46 10 4 2 129 11 1 4 49 1447 42 15 157 0 3 157 48 0 42 12 0 133 13 13 15 3
split_gain=2.63191 0.594388 0.302552 0.290385 0.404206 0.27143 0.254032 0.234888 0.242127 0.204694 0.262596 0.301874 0.390133 0.216393 0.203961 0.190454 0.213382 0.178795 0.279975 0.262279 0.371466 0.287502 0.419689 0.26612 0.35277 0.24894 0.228308 0.214873 0.345266 0.254261
threshold=0.10337500000000001 -0.059315 0.40124500000000002 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.41257000000000005 0.089005000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.086255000000000012 -0.15464999999999998 -0.061079999999999988 -0.082869999999999985 0.11159000000000001 0.040760000000000005 -0.0041249999999999993 -0.083914999999999976 0.086245000000000016 -0.081889999999999991 0.081275000000000014 -0.071719999999999992 0.11387000000000001 0.090840000000000018 -0.082724999999999979 -0.0077049999999999992 -0.050064999999999991 0.0061450000000000003 0.092145000000000019 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 14 -5 -2 17 -9 10 13 -12 -13 -10 -3 16 -11 18 -1 -19 21 22 23 24 25 -21 -23 28 -25 -30
right_child=1 3 -4 5 -6 -7 -8 8 9 15 11 12 -14 -15 -16 -17 -18 19 -20 20 -22 26 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.015510055210161591 0.012407530888232893 0.0064104627858355065 0.0030507855176966233 -0.0081339206907909672 0.018819919216357058 0.0034766388195582856 0.0059678027764530411 0.0030808855564617797 0.02029012706355841 0.02135371302190418 0.01502081761312052 0.012257691433425588 -0.0010880085686590677 0.012612529806984265 -0.002242333412646731 0.02416346752655632 0.0095127523419462779 0.0048569345807018618 0.0068975261772667501 0.011286182674518207 0.0035804218268704426 0.026838488053064768 0.0018135791941626452 0.025451019763881543 0.013964353143488994 -0.00053982946461613194 0.015949714482282086 0.011636569251538905 0.00708521600985966 0.019824753570455229
leaf_weight=745 188 325 22 20 20 77 65 21 30 20 34 31 39 824 23 22 30 29 31 32 28 22 24 42 213 25 49 39 21 30
leaf_count=745 188 325 22 20 20 77 65 21 30 20 34 31 39 824 23 22 30 29 31 32 28 22 24 42 213 25 49 39 21 30
internal_value=0 0.00728937 0.0134163 0.00540483 0.00654409 0.00108271 0.0107531 0.0135121 0.0125199 0.0127124 0.0123692 0.00815638 0.00482223 0.0128822 0.00583858 0.0172785 0.0142491 0.0142961 0.015166 0.0130776 0.0135317 0.0140923 0.0132204 0.0139014 0.012304 0.00609934 0.0193237 0.0171689 0.019489 0.0145791
internal_weight=0 718 2403 465 368 97 253 2381 1051 1030 958 104 70 854 348 72 50 1330 776 554 525 497 426 402 270 57 71 132 93 51
internal_count=3121 718 2403 465 368 97 253 2381 1051 1030 958 104 70 854 348 72 50 1330 776 554 525 497 426 402 270 57 71 132 93 51
is_linear=0
shrinkage=0.0887971


Tree=3261
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 2 14 2 1 52 52 457 43 1 2 4 1 16 0 1447 159 0 158 4 43 1 1
split_gain=70.9993 9.15513 7.35663 4.81874 4.47582 3.69622 3.10231 2.79182 2.23477 2.01539 2.00588 1.96719 1.18609 1.15479 1.41032 1.61389 1.10398 0.970026 0.886418 0.884018 0.751543 0.730768 0.674264 0.585339 0.550196 0.541252 0.529826 0.516075 0.485148 0.693564
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.31534000000000006 0.089885000000000007 -0.025214999999999998 0.14122000000000004 0.076175000000000007 0.11177500000000001 0.077845000000000011 0.048770000000000008 -0.56176499999999996 0.083415000000000017 -0.016814999999999997 0.090540000000000023 0.11411 -0.019614999999999997 0.12656000000000003 -0.008904999999999998 -0.066089999999999996 -0.082869999999999985 0.083870000000000014 -0.036484999999999997 0.083705000000000016 0.052250000000000012 -0.079914999999999986 0.111945 0.11751000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 7 9 19 13 16 -9 -4 -7 -8 22 -16 -1 -2 -12 28 -20 -18 -15 26 -21 -25 -24 -13 -3 -30
right_child=1 5 11 -5 -6 12 8 10 -10 -11 18 27 -14 14 15 -17 21 -19 20 24 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0017298376996564284 0.0015713041868991354 0.00057584294355383112 0.0015808619997080635 0.00084141829954514555 0.001035065843093702 0.000183262170901465 0.001874315313088025 0.0013798960231248311 0.0011254814232952112 0.0020756835849644606 0.0012376902690705131 0.0010726837543707803 0.00064599710444660885 0.0018613782224534939 0.0016015411031986375 0.00087468904591556909 0.0016186899038416775 0.0010948494451083974 0.00089346277051612479 0.0003676035492183856 0.00049987458209556324 0.0012373150368921119 0.0015894357223423961 0.0018896138815541448 0.00070630705091027479 0.0016109260258121219 0.0014541672274600876 0.0007223766202475617 0.0011740817407182619 0.00070268936065676936
leaf_weight=1093 92 30 28 74 45 57 53 39 41 58 20 61 34 35 24 23 241 20 66 54 26 21 529 42 28 74 141 22 20 30
leaf_count=1093 92 30 28 74 45 57 53 39 41 58 20 61 34 35 24 23 241 20 66 54 26 21 529 42 28 74 141 22 20 30
internal_value=0 0.000869715 0.00162504 0.00122969 0.00164768 0.000703984 0.00165928 0.000805111 0.0015734 0.00171776 0.000996921 0.00113144 0.000356152 0.00159334 0.00157618 0.00124585 0.00170244 0.00148622 0.000863563 0.000626326 0.000782231 0.00158812 0.00159509 0.00158323 0.000483258 0.00171183 0.00156097 0.000979831 0.00077297 0.000891246
internal_weight=0 590 2531 186 2420 404 2375 313 962 1413 151 111 91 921 868 47 1355 112 112 162 92 262 821 786 82 116 670 83 80 50
internal_count=3121 590 2531 186 2420 404 2375 313 962 1413 151 111 91 921 868 47 1355 112 112 162 92 262 821 786 82 116 670 83 80 50
is_linear=0
shrinkage=0.00196078


Tree=3262
num_leaves=31
num_cat=0
split_feature=1 4 3 159 49 9 39 52 0 2 157 133 4 0 483 14 3 1446 1447 1453 158 13 3 401 52 14 3 481 12 1
split_gain=2.50341 0.442803 0.332402 0.292272 0.289889 0.272229 0.28114 0.35829 0.261847 0.230064 0.222178 0.247087 0.204902 0.324735 0.295172 0.252721 0.276936 0.249046 0.274623 0.238562 0.204117 0.202626 0.268018 0.221919 0.200049 0.194057 0.31842 0.186664 0.180586 0.18164
threshold=0.10920500000000001 0.27287000000000006 0.11658 0.04105000000000001 0.14233500000000002 -1.0000000180025095e-35 0.083240000000000022 -0.087769999999999987 -0.10836499999999999 0.25063000000000007 -0.14310999999999999 0.085635000000000003 -0.082769999999999982 -0.033209999999999996 0.093265000000000015 -0.10708499999999999 0.092670000000000016 0.085640000000000008 -0.085684999999999997 -0.092059999999999989 0.089460000000000012 0.10820000000000002 -0.12018999999999998 0.085900000000000018 1.0000000180025095e-35 0.078400000000000011 -0.14186499999999996 -0.051484999999999996 -0.094384999999999983 0.13534000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 10 -1 12 -8 -4 21 -2 -12 14 15 17 -14 19 18 -7 -17 -5 22 -3 28 -9 26 -21 -28 -24 -30
right_child=1 9 8 20 -6 6 7 24 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 25 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0045064818197702843 0.0033186349519633679 0.012286544448844182 9.781934867104594e-05 0.0017335469062773323 0.0017082790619471278 0.023076157217009188 0.017398528206406996 0.003985183937899559 0.011877746595040206 -0.0042957016723468577 0.014225988308769186 0.0049372487827714215 0.019987035166775927 0.0040425998952591542 0.024443497329855426 0.0033453747099734697 0.005142900173787825 0.0068095514823445094 0.013922648760032784 0.0034197599792667945 0.01148953035025045 -0.0023925201551565547 0.010071722971677455 -0.0044461029612348725 0.012113141063078467 0.020341779386615692 0.015530300618011436 0.012453800671930606 0.0062254047650749994 -0.00026650249550495418
leaf_weight=30 21 34 28 61 25 25 28 71 27 24 126 25 33 33 20 20 37 34 531 27 21 28 40 20 32 24 160 1407 75 54
leaf_count=30 21 34 28 61 25 25 28 71 27 24 126 25 33 33 20 20 37 34 531 27 21 28 40 20 32 24 160 1407 75 54
internal_value=0 0.00611813 0.0124443 0.00851373 0.010296 0.0125881 0.0126857 0.00883761 0.00588069 0.0036877 0.0115442 0.0126881 0.0129002 0.0124285 0.0142463 0.0125905 0.0124448 0.0139006 0.0143342 0.0126098 0.00423203 0.00445105 0.00531033 0.00405535 0.00651037 0.0127243 0.0126096 0.0127679 0.00506144 0.00350786
internal_weight=0 554 2567 279 197 2512 2482 131 55 275 172 151 2351 1741 610 1708 1675 590 556 1638 82 251 223 189 103 1618 1594 1567 169 129
internal_count=3121 554 2567 279 197 2512 2482 131 55 275 172 151 2351 1741 610 1708 1675 590 556 1638 82 251 223 189 103 1618 1594 1567 169 129
is_linear=0
shrinkage=0.085349


Tree=3263
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 34 0 49 1 4 12 12 131 2 4 475 47 31 3 2 0 131 14
split_gain=73.4104 12.9691 6.72222 6.35223 4.53603 3.37566 2.39702 2.3426 1.97202 1.94118 1.6502 1.51872 1.35249 1.34546 2.02948 1.33713 1.12582 0.996437 0.867138 0.848042 0.885167 0.840965 0.72886 0.67616 0.657087 0.63475 0.617986 0.599971 0.598738 0.55223
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.13754500000000003 -1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.087695000000000009 0.10345000000000001 0.08844500000000001 0.31358000000000003 -0.51843499999999987 -0.07550999999999998 0.090100000000000013 -0.077289999999999984 -0.13927999999999999 0.089885000000000007 -0.060129999999999996 0.090385000000000007 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 13 11 -5 22 -6 12 24 14 15 -1 17 21 -14 20 -13 -15 -7 29 -4 -23 -17 -19 -2 -3
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 19 18 16 -16 26 -18 27 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017567169886695353 0.0019105717953249034 0.0011574544964343824 0.00075817360358442203 0.0016374493200404972 0.001619286355071429 0.0018724612550797806 0.0021545401333194028 0.0011701422802231332 0.0010481399025951252 0.0012193764838742359 0.0010920349300456629 0.00049702668244409789 0.00081599488310130845 0.0022679333704637658 0.0020357261017924931 0.001463691257508492 0.001615793417826988 0.0017931602937195799 0.0012721149048331374 0.00084275158816108514 3.2109475018931369e-05 0.0015254274887197157 0.0016341391584028919 0.0012328747787750235 0.00028418033865724274 0.0018797970866834073 0.001079195059689821 0.0015408211894202652 0.0015317340590256662 0.00087973569998790009
leaf_weight=46 53 33 22 34 74 57 76 37 61 41 33 74 59 21 35 45 102 776 22 20 20 20 367 32 23 686 25 38 23 166
leaf_count=46 53 33 22 34 74 57 76 37 61 41 33 74 59 21 35 45 102 776 22 20 20 20 367 32 23 686 25 38 23 166
internal_value=0 0.00103178 0.000937345 0.00175607 0.00112292 0.00177629 0.00181347 0.000710898 0.00125905 0.00162678 0.00145668 0.000640097 0.000788462 0.00179902 0.00162189 0.00149703 0.0018153 0.0018285 0.000939879 0.000476116 0.000398108 0.00188126 0.00166618 0.00096833 0.00051591 0.00186976 0.00132637 0.00178138 0.00179592 0.00092579
internal_weight=0 691 615 2430 338 2335 1870 277 95 465 107 240 126 1794 151 116 1643 1541 81 114 94 727 424 231 45 706 70 814 76 199
internal_count=3121 691 615 2430 338 2335 1870 277 95 465 107 240 126 1794 151 116 1643 1541 81 114 94 727 424 231 45 706 70 814 76 199
is_linear=0
shrinkage=0.00196078


Tree=3264
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 1 4 14 2 4 11 1 4 47 15 1 160 10 131 16 11 39 2 4 3 43
split_gain=76.9598 12.4039 8.18976 6.77533 4.85736 3.98658 3.07407 2.54437 2.41327 2.14142 2.05864 1.62328 1.50935 1.56025 0.915166 0.88609 1.77873 0.872819 0.844206 0.803029 0.630373 0.623435 0.622424 0.618557 0.570153 0.567515 0.624241 0.536731 0.517314 0.911049
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089775000000000008 0.13082500000000002 0.077845000000000011 0.40473500000000007 0.062655000000000016 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 -0.41942499999999994 0.090540000000000023 -1.0000000180025095e-35 -0.38124499999999995 0.091440000000000007 0.11346000000000002 0.08776500000000001 0.084780000000000008 -0.0091949999999999983 -0.0070899999999999991 -0.11171999999999999 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 17 6 7 11 12 -5 27 19 13 -4 15 28 -17 -3 -14 -1 -15 -20 -2 -7 -16 -11 -27 -6 29 -9
right_child=1 2 8 9 10 23 -8 14 -10 25 -12 -13 18 20 24 16 -18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017458399489977715 0.0017625441078093923 0.00079896948784464821 0.0009332870755015927 0.0015939276853278905 0.0018137862994557334 0.00090135187135382828 0.0009789581103569955 0.0016435321890005544 0.0010413925734916842 0.00071508607093025655 0.00095171583508250901 0.0020552625060675745 0.00053024082650047013 0.00073192197769033978 0.0019446968041417542 0.0017278066160632114 0.0010647633362884947 0.0011490085737451035 0.00035837363903228119 0.0016215112746930591 0.00039662546497233988 -6.08793293655503e-05 0.00135761699255775 0.0013480789082891801 0.0016177441946526464 0.00082919817655255975 0.0012982402191637388 0.0014402414770687327 0.0016153856096627558 0.0011103257916223609
leaf_weight=1081 54 190 40 28 21 26 24 28 34 25 32 59 32 29 46 28 35 32 25 245 84 30 20 22 37 20 24 50 698 22
leaf_count=1081 54 190 40 28 21 26 24 28 34 25 32 59 32 29 46 28 35 32 25 245 84 30 20 22 37 20 24 50 698 22
internal_value=0 0.000895751 0.000802188 0.00164443 0.0010127 0.00166538 0.00167704 0.00168439 0.000552488 0.00113659 0.00136463 0.00173703 0.000483227 0.000600482 0.00160284 0.00158278 0.00135945 0.000849426 0.000277019 0.00172287 0.000482675 0.00012969 0.0016531 0.0011061 0.00179895 0.000950998 0.00108504 0.00155073 0.00160158 0.00140892
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 103 1385 240 153 894 811 63 222 87 1326 113 55 74 48 83 69 44 71 748 50
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 103 1385 240 153 894 811 63 222 87 1326 113 55 74 48 83 69 44 71 748 50
is_linear=0
shrinkage=0.00196078


Tree=3265
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 4 14 1 2 2 0 0 16 43 51 15 150 160 48 3 13 3 0 1 2 1
split_gain=111.943 13.5514 12.0246 9.12678 6.57039 6.55369 3.99332 3.10015 3.02145 2.5911 2.37434 2.14242 1.74251 1.61754 1.35314 1.34365 1.58651 1.26683 1.22274 1.21251 1.19299 1.34543 1.50604 1.07965 1.06565 0.96013 1.17111 0.818225 0.809244 0.664934
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.088105000000000003 0.091475000000000015 0.40473500000000007 -0.17966999999999997 0.033845000000000007 0.076175000000000007 0.10124500000000002 0.11389000000000002 0.17025000000000004 -0.23194499999999998 -0.11173999999999999 -0.43320999999999993 -0.025214999999999998 -0.096089999999999981 0.13592500000000005 0.091105000000000005 -0.078564999999999982 0.084855000000000014 0.31299000000000005 -1.0000000180025095e-35 -0.14847999999999997 -0.060129999999999996 0.12656000000000003 0.11177500000000001 0.12656000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 12 17 10 -7 -6 19 15 20 14 24 -1 16 -4 27 -16 25 21 -10 -23 28 -5 -8 -27 -3 -19 -30
right_child=1 3 6 13 8 7 9 -9 11 -11 -12 -13 -14 -15 18 -17 -18 23 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.002090107055908856 0.0016196090003214271 0.00053376278310111305 0.0016852460789079425 0.00019914583300698567 0.0016495386245769462 0.0013983677770076346 0.0018720287172233356 0.00068365320166786838 0.00084313117489427409 0.0013405416829229645 0.0021800767430259138 0.00075695593266682357 0.001037665937238492 -0.0001024231334411058 0.0019048071198001619 0.0017405967754025302 0.0010035326166981074 0.0011686984522669922 0.001479005007131538 0.0011774800520926991 0.00076432621468409706 0.0016833381585306072 0.0010884875531484879 0.00043809864477849941 0.0005971057834049413 0.0016474988204563063 0.0014041901271651563 0.00017445372039454342 0.00062451990094535004 0.0010373518951967652
leaf_weight=22 52 86 35 86 31 70 60 35 21 156 46 85 21 49 33 1156 21 20 121 23 22 36 30 41 37 523 89 34 60 20
leaf_count=22 52 86 35 86 31 70 60 35 21 156 46 85 21 49 33 1156 21 20 121 23 22 36 30 41 37 523 89 34 60 20
internal_value=0 0.000663768 0.00161219 0.000571382 0.00131006 0.000746456 0.00167265 0.00116013 0.00108112 0.00156891 0.00174282 0.000990294 0.00157153 0.000198841 0.00163523 0.00172623 0.0014296 0.000580036 0.00157025 0.00162017 0.00117225 0.00127541 0.00141295 0.000706058 0.000318857 0.00163532 0.00161212 0.000431959 0.000815922 0.000727728
internal_weight=0 590 2531 538 422 366 2109 105 225 851 1258 194 197 172 176 1212 56 261 154 695 109 87 66 141 123 672 612 120 100 80
internal_count=3121 590 2531 538 422 366 2109 105 225 851 1258 194 197 172 176 1212 56 261 154 695 109 87 66 141 123 672 612 120 100 80
is_linear=0
shrinkage=0.00196078


Tree=3266
num_leaves=31
num_cat=0
split_feature=1 52 3 124 39 131 4 123 12 2 393 2 13 2 15 15 157 400 15 0 12 15 42 132 1374 1452 3 41 16 16
split_gain=3.32183 0.565399 0.414959 0.384473 0.30511 0.289801 0.269446 0.254713 0.253463 0.251386 0.247151 0.22214 0.29477 0.213696 0.208242 0.18587 0.33767 0.262022 0.22798 0.470685 0.390958 0.273863 0.224265 0.210045 0.21303 0.198082 0.191727 0.197673 0.315806 0.228096
threshold=0.10752500000000002 -0.40306999999999998 0.31370500000000007 -0.076779999999999987 0.087735000000000021 0.09031500000000002 0.36766000000000004 0.08592000000000001 -0.42850999999999995 0.14122000000000004 0.084355000000000013 0.11411 -0.11122999999999998 0.15950500000000004 -0.040439999999999997 0.024640000000000006 -0.0091799999999999989 -0.077004999999999976 -0.11033999999999998 -0.11173999999999999 0.091625000000000012 -0.015744999999999999 -0.076394999999999977 0.089535000000000017 0.086000000000000007 0.087295000000000011 -0.047929999999999993 0.07677500000000001 -0.15241499999999997 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 7 10 -2 9 -1 -4 15 11 -3 -13 -10 -14 17 -17 22 -19 21 23 -20 -5 24 25 -21 27 28 -18 -30
right_child=1 2 8 6 -6 -7 -8 -9 13 -11 -12 12 14 -15 -16 16 26 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011874882634793792 0.022059975290488414 0.013056777419679384 0.0075424040216074371 0.013603905638141178 0.0046815380877129826 0.0090233216064146467 0.0081934398818452828 0.0019878882217831658 0.0018392580736431307 0.0082361151833765522 0.0006078556141544155 0.0020904416578448942 0.01278859738293167 -0.0086300144207331654 0.002776698694095896 0.026146562457519652 0.0066292068254900898 0.017542975047004031 0.010847291490434448 0.015607280040059004 0.012312871702878019 -0.00030721657058792247 0.0012850549892862724 0.0079069328878308941 0.024599920257847525 0.022379180805049342 0.02245307838174538 0.021844934882679131 0.02245508722095629 0.015298126042404044
leaf_weight=94 28 115 35 24 160 24 45 25 45 41 22 45 74 22 20 24 31 173 69 506 329 22 21 23 23 35 31 36 35 944
leaf_count=94 28 115 35 24 160 24 45 25 45 41 22 45 74 22 20 24 31 173 69 506 329 22 21 23 23 35 31 36 35 944
internal_value=0 0.00737464 0.0065368 0.0146284 0.00770621 0.0160431 0.0148667 0.00979778 0.00153814 0.0149936 0.00945965 0.0102263 0.0078846 -0.00159841 0.0106584 0.0151127 0.0159336 0.0143749 0.0146235 0.014122 0.0147152 0.0081506 0.00785511 0.0160617 0.0163942 0.0160454 0.015706 0.015506 0.0152801 0.015554
internal_weight=0 590 538 2531 436 52 2412 119 102 2367 276 254 139 67 94 2326 1101 1225 1180 1007 916 91 45 587 564 541 1077 1046 1010 979
internal_count=3121 590 538 2531 436 52 2412 119 102 2367 276 254 139 67 94 2326 1101 1225 1180 1007 916 91 45 587 564 541 1077 1046 1010 979
is_linear=0
shrinkage=0.087056


Tree=3267
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 4 0 2 48 14 0 0 16 2 43 3 0 3 4 43 3 3 0 4 3 2
split_gain=58.381 6.88957 6.3349 4.82595 3.95725 3.3009 2.27054 1.8847 1.67802 1.41927 1.24684 1.20535 1.07434 1.05692 0.994184 0.98823 1.13233 0.980624 0.837576 0.893983 0.807954 0.874423 0.776831 0.894951 0.722956 1.10161 0.782885 0.722281 1.08137 0.879079
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.088105000000000003 0.090455000000000021 0.40473500000000007 -0.17966999999999997 0.033845000000000007 1.0000000180025095e-35 0.10444500000000002 0.085130000000000025 0.076975000000000002 -0.23194499999999998 -0.11173999999999999 -0.43320999999999993 0.17025000000000004 -0.025214999999999998 0.30112000000000005 -0.074479999999999977 -0.20241999999999996 -0.14098499999999997 -0.032879999999999993 0.31370500000000007 0.076840000000000006 -0.036484999999999997 -0.059649999999999988 0.013900000000000001 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 14 18 13 -7 -6 20 11 12 -10 15 -1 16 -4 24 -3 -20 -8 -22 23 -23 25 26 -5 29 -29 -16
right_child=1 3 6 17 8 7 9 -9 10 -11 -12 -13 -14 -15 27 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018331235795947531 0.0014532565666000228 0.00059464163188381255 0.0015117748746822448 0.00018936513543101139 0.0014832742092806956 0.0013124920002573512 0.0015211103666477723 0.00075522560991492921 0.0013760544439890164 0.0012663378858164492 0.00054080669188143269 0.00081924691504742188 0.00099323141521061461 0.0018602185593421089 0.0016719561537415549 0.0015601994021401573 0.0009326817140845803 0.00020037818716472987 0.00092968372802850743 0.00060019391220598626 0.001648732970482903 0.00083594123256822746 0.0013991676816479683 0.001373284812426675 0.00034048685117691658 0.00097488575919810823 0.00069019277227901619 0.0014023931977657218 0.00093913496265449138 0.0011895062748854067
leaf_weight=22 52 120 34 21 31 70 432 35 51 169 21 59 63 43 53 1065 21 49 93 48 45 22 252 26 48 26 28 76 26 20
leaf_count=22 52 120 34 21 31 70 432 35 51 169 21 59 63 43 53 1065 21 49 93 48 45 22 252 26 48 26 28 76 26 20
internal_value=0 0.00077172 0.00145664 0.000705846 0.00123734 0.000833154 0.00150052 0.00112674 0.00105967 0.00142919 0.000991984 0.00104675 0.00116449 0.00155855 0.00144026 0.00154696 0.00129067 0.000434948 0.000715046 0.000817517 0.00146461 0.00139385 0.00135562 0.001127 0.000528394 0.000648655 0.000475552 0.00139088 0.00128431 0.00153978
internal_weight=0 590 2531 538 422 366 2109 105 225 946 194 173 114 1163 197 1120 55 172 261 141 777 345 300 48 123 75 49 175 102 73
internal_count=3121 590 2531 538 422 366 2109 105 225 946 194 173 114 1163 197 1120 55 172 261 141 777 345 300 48 123 75 49 175 102 73
is_linear=0
shrinkage=0.00196078


Tree=3268
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 2 1 49 4 150 0 49 4 1 1 50 1 1 12 4 47 3 15 0 2 157
split_gain=116.081 19.5358 9.11872 9.07553 5.655 5.34849 4.63592 4.01741 2.98227 2.8979 2.89461 1.94028 1.80663 1.73472 1.49862 2.12354 1.52759 1.37927 1.14222 1.0941 1.09263 1.0621 0.924944 0.979306 0.842389 0.837544 0.813818 0.877196 0.690726 0.67242
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14285500000000004 0.09253500000000002 -0.054984999999999992 -0.15289999999999995 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.12408500000000001 0.041865000000000006 0.13075500000000004 0.12000500000000001 0.09141500000000001 -0.52556499999999995 0.091680000000000011 -0.13927999999999999 -0.089964999999999976 -0.094654999999999975 0.10882500000000002 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 6 8 21 -8 14 13 -5 -2 -9 25 15 17 22 -1 -14 26 28 -3 23 -16 -13 -7 27 -6 -4 -24
right_child=1 4 20 10 19 9 7 12 -10 -11 -12 24 18 -15 16 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017993491341919017 0.0011224847512426076 0.0007088018885624954 0.0012705792486667632 0.0016711190523367027 0.00054674074962260389 0.0019233552973474755 0.0013835853935586602 0.0013316989923809089 0.0022491201650739578 0.0011225266622771806 0.00096121259634271428 0.0019033609133668522 0.00080349306939850069 0.0012090189949836298 0.0023352155053203735 0.0020900316732604296 0.0016419999679061954 0.0013650890075437285 0.00042858700193838676 0.00060775712396539351 0.00047803314224272064 0.00026384656313658465 0.0014587651631411385 0.0019076945855709484 0.0015760526412664042 0.0016754364761869568 -0.00017655959449137384 7.3821785772301959e-05 0.00082429332092550463 0.0018265995692099235
leaf_weight=47 23 30 20 34 25 62 54 20 76 39 63 62 122 28 21 35 106 70 42 26 24 66 20 1081 59 338 22 38 40 428
leaf_count=47 23 30 20 34 25 62 54 20 76 39 63 62 122 28 21 35 106 70 42 26 24 66 20 1081 59 338 22 38 40 428
internal_value=0 0.000878324 0.00134504 0.00179781 0.000639199 0.00182206 0.000766624 0.000913338 0.00186862 0.00163421 0.00121005 0.00164453 0.00077533 0.00168084 0.00185263 0.00166629 0.00186973 0.00153954 0.000707481 0.000255776 0.00083162 0.000402895 0.0018853 0.00191584 0.00174376 0.00171386 0.000148111 0.000261488 0.000973055 0.00181018
internal_weight=0 673 228 2448 445 2351 334 238 1884 467 97 144 184 428 1808 152 1656 117 164 111 84 96 1550 1102 121 400 85 63 60 448
internal_count=3121 673 228 2448 445 2351 334 238 1884 467 97 144 184 428 1808 152 1656 117 164 111 84 96 1550 1102 121 400 85 63 60 448
is_linear=0
shrinkage=0.00196078


Tree=3269
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 4 0 49 4 1 150 1 12 4 1 47 0 12 1 3 3 15 131 42 13
split_gain=65.6617 10.9899 6.98256 5.83646 4.33785 3.04494 2.47019 2.08257 1.84723 1.6191 1.56207 1.31501 1.89206 1.24734 1.1607 1.07275 1.04288 0.745744 0.856337 0.771122 0.720732 0.679576 0.645337 0.618939 0.56316 0.562755 0.551422 0.512925 0.50739 0.580961
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14285500000000004 0.40473500000000007 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.085605000000000014 1.0000000180025095e-35 0.16540500000000002 0.088245000000000004 -0.52556499999999995 0.089770000000000016 0.090100000000000013 -0.14723999999999998 0.096990000000000007 0.13210500000000003 1.0000000180025095e-35 -0.0087149999999999988 -0.095869999999999983 0.09031500000000002 0.086665000000000006 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 20 6 11 -5 16 15 -6 12 14 17 21 22 23 18 -13 -20 24 -1 -7 25 -3 -4 -16 -2 29 -25
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 13 -14 -15 26 -17 -18 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.001800650424983989 0.001730487153437618 0.00068711332427863242 0.00097137874514428954 0.0014930741715372777 0.0014853741484957812 0.0015838466477074845 0.0019660749808083282 0.00089092256363343305 0.00097480701794921878 0.0010641547746847717 0.00096358529876406284 0.0020736522701274114 0.001834018544693658 0.0014133266699897283 0.0013633113220528838 0.0011052773585685069 9.7257230238268508e-05 0.0015976227010354334 0.0016846615261915208 0.0013641384090570842 0.0011086278175022088 0.0013611357985881339 0.0014199213647430574 0.00044036644365582766 0.00090072042279371013 0.00055231106192322251 0.00098169221388295512 0.0013781718276684582 0.00034907777133900882 0.00073368191706621997
leaf_weight=21 47 98 22 34 71 205 79 63 37 39 32 21 36 98 24 27 22 770 758 30 32 38 168 58 92 28 37 24 63 47
leaf_count=21 47 98 22 34 71 205 79 63 37 39 32 21 36 98 24 27 22 770 758 30 32 38 168 58 92 28 37 24 63 47
internal_value=0 0.000881788 0.000795738 0.00157333 0.000990695 0.00159278 0.00162659 0.00110199 0.000566999 0.00144551 0.00132326 0.00161196 0.00143977 0.00162798 0.00132149 0.00148269 0.000504129 0.0016413 0.00168287 0.00167246 0.000836394 0.00151757 0.00151001 0.000545189 0.000790544 0.000736701 0.00113184 0.00161139 0.000488192 0.00057166
internal_weight=0 673 602 2448 325 2351 1912 97 277 439 103 1833 156 1677 120 400 240 1579 809 788 222 59 373 218 190 50 61 71 168 105
internal_count=3121 673 602 2448 325 2351 1912 97 277 439 103 1833 156 1677 120 400 240 1579 809 788 222 59 373 218 190 50 61 71 168 105
is_linear=0
shrinkage=0.00196078


Tree=3270
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 4 2 0 4 42 39 483 0 44 15 157 13 158 0 52 3 1 49 15 42 15 42 403
split_gain=4.01682 0.635448 0.447279 0.427343 0.352829 0.326589 0.322799 0.31801 0.270314 0.228232 0.222804 0.216285 0.257418 0.21314 0.20916 0.1864 0.206334 0.304133 0.238004 0.282601 0.269845 0.415094 0.303543 0.288749 0.249628 0.23508 0.275246 0.211854 0.286235 0.352135
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.03694999999999999 0.11982500000000001 0.12958500000000003 0.082585000000000006 0.36766000000000004 0.14122000000000004 0.024095000000000002 -0.00059999999999999995 -0.0060199999999999993 0.084780000000000008 0.09567500000000001 -0.036484999999999997 0.081805000000000017 0.024640000000000006 -0.0091799999999999989 -0.077799999999999994 0.081640000000000018 -0.10836499999999999 -0.080979999999999983 0.092670000000000016 0.085760000000000017 0.10269000000000002 -0.0058549999999999991 0.083995000000000014 0.087685000000000013 0.087885000000000019 -0.23730999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 10 -3 -5 8 15 13 -2 -4 -13 14 -7 16 18 -18 25 20 21 -20 23 -23 -21 26 -1 28 -19 -30
right_child=1 5 11 6 -6 9 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 27 19 24 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021780739071551699 0.020806709841966045 0.0084120775478452314 0.01842066561254168 0.01058856340529943 0.0046076888780611095 0.00067541700299123854 0.0025450260074924183 0.0090930034650472356 0.0094729092199830767 -0.0049669337812340191 0.012893059499231073 0.00084981296451729007 0.011544738897389564 0.012234858622667296 0.010517762990951092 0.023933422098871983 0.027075944704470722 0.017881405237232056 -0.0012488231000577 0.022458169559983032 0.014695291404699965 0.02486281981437195 0.0049150724688340579 0.010069712784769421 0.012593972991186876 0.011111777319412996 0.016621459013882126 0.016242524021617716 0.016347941818412905 0.031150259987759926
leaf_weight=97 52 128 22 121 22 90 55 45 41 26 56 23 66 20 20 26 24 342 21 59 485 20 23 20 29 46 408 684 21 29
leaf_count=97 52 128 22 121 22 90 55 45 41 26 56 23 66 20 20 26 24 342 21 59 485 20 23 20 29 46 408 684 21 29
internal_value=0 0.00811859 0.0160951 0.010871 0.0146564 0.00515298 0.00807496 0.016343 0.0164804 0.00247884 0.0167033 0.0106915 0.00878088 0.003968 0.00246493 0.0166035 0.0165209 0.0173835 0.0157354 0.0146164 0.0139063 0.00935086 0.0128841 0.0174663 0.0192075 0.0170697 0.0176124 0.0171673 0.0187809 0.0249333
internal_weight=0 590 2531 306 130 284 176 2420 2375 156 108 111 89 130 110 2334 2308 1100 1208 657 569 84 63 40 88 551 505 1076 392 50
internal_count=3121 590 2531 306 130 284 176 2420 2375 156 108 111 89 130 110 2334 2308 1100 1208 657 569 84 63 40 88 551 505 1076 392 50
is_linear=0
shrinkage=0.087056


Tree=3271
num_leaves=31
num_cat=0
split_feature=1 3 39 124 4 15 151 4 42 2 42 16 0 43 47 132 3 12 14 43 4 1 11 158 1456 0 403 41 2 0
split_gain=3.25362 0.529497 0.457375 0.372133 0.318162 0.335707 0.455837 0.258505 0.224941 0.22134 0.221109 0.260105 0.217626 0.211512 0.198834 0.198054 0.330218 0.172445 0.214738 0.270574 0.334232 0.291109 0.24929 0.201058 0.285687 0.247984 0.226397 0.19787 0.193504 0.28713
threshold=0.10752500000000002 0.31299000000000005 0.087735000000000021 -0.076779999999999987 -0.033174999999999989 -0.0088349999999999974 0.0033600000000000006 0.36766000000000004 -0.0060199999999999993 0.15109000000000003 -0.085499999999999979 -0.087484999999999993 -0.074479999999999977 -0.080324999999999994 0.078345000000000012 0.10512500000000001 0.42240500000000009 0.11734000000000001 0.076975000000000002 -0.52440999999999993 -0.50262499999999988 0.10471500000000002 0.075910000000000019 0.11817500000000002 -1.0000000180025095e-35 -0.060129999999999996 -0.037174999999999993 0.079885000000000025 0.10444500000000002 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 6 10 9 -1 17 -6 12 -12 -10 -4 16 -3 18 19 -5 -21 23 -20 25 -25 -22 -27 -24 -19 -30
right_child=1 15 14 7 5 -7 -8 -9 13 -11 11 -13 -14 -15 -16 -17 -18 28 22 20 21 -23 27 24 -26 26 -28 -29 29 -31
leaf_value=0.015458275112514047 0.016549266477320777 0.0030031193221706602 0.0034146099908140435 0.0057299832630282096 0.0008351872937664255 0.0008146371041388101 0.023433622284681505 0.008514324664547452 0.010607499820880542 0.0061867663367798035 0.0094266356480601932 0.013567092368701053 -0.0016334526351752731 0.00056965754254619666 0.011111900676329677 0.0088341670537843992 -0.010258801456220821 0.016833259284603854 0.013150614958912232 0.020667129276413877 0.015636705958888462 0.0076051112028397636 0.028961870846423009 0.029529834965126296 0.016093967064284197 0.0027907037322889476 0.013175298268165473 0.017570809415713665 0.00040845820234360503 0.015056904650745322
leaf_weight=42 66 67 129 23 22 32 21 45 51 21 54 97 20 26 35 27 20 30 26 102 1830 39 29 20 37 20 124 22 23 21
leaf_count=42 66 67 129 23 22 32 21 45 51 21 54 97 20 26 35 27 20 30 26 102 1830 39 29 20 37 20 124 22 23 21
internal_value=0 0.00760192 0.00892979 0.0150708 0.0109653 0.00946718 0.010761 0.0153148 0.0101264 0.0154441 0.00938213 0.0104817 0.00643742 0.0072181 0.00505732 0.0020575 -4.55981e-05 0.0155269 0.0156671 0.0155022 0.0156056 0.0153562 0.0203684 0.0155051 0.0208083 0.0153519 0.011733 0.0240481 0.0112242 0.00739976
internal_weight=0 590 476 2531 312 246 214 2412 119 2367 193 171 74 77 164 114 87 2346 2272 2195 2172 2070 77 2031 57 1974 144 51 74 44
internal_count=3121 590 476 2531 312 246 214 2412 119 2367 193 171 74 77 164 114 87 2346 2272 2195 2172 2070 77 2031 57 1974 144 51 74 44
is_linear=0
shrinkage=0.0905731


Tree=3272
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 2 1 1 1 2 16 2 1 49 0 47 2 12 4 131 12 3 2 49 16 4
split_gain=99.2908 15.9318 9.67572 8.38946 5.85127 4.9598 3.00426 2.8593 2.63685 2.52261 2.44959 1.73047 1.53846 1.35284 1.31409 1.07932 0.838801 0.918737 0.781839 0.774554 0.754146 1.15006 0.65759 0.603095 0.546098 0.509239 0.508713 0.480894 0.461202 0.437615
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.076975000000000002 0.14285500000000004 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.15022500000000003 0.089625000000000024 0.08647500000000001 -0.52595999999999987 -0.0091949999999999983 0.075045000000000014 -1.0000000180025095e-35 -0.030209999999999997 0.090100000000000013 0.13754500000000003 -1.0000000180025095e-35 -0.0070899999999999991 0.09055500000000001 0.10124000000000001 0.42240500000000009 0.089885000000000007 -0.053364999999999996 0.15273500000000004 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 19 6 12 14 11 22 -5 20 26 15 -7 -14 18 -18 29 -3 21 -4 -6 -2 -24 -13 -1 -12 -20 -16
right_child=1 2 8 10 9 7 -8 -9 -10 -11 27 25 13 -15 16 -17 17 -19 28 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017161771251759826 0.001733620238303599 0.00067366192813530775 0.00038129490218143065 0.0014711030328546338 0.0017395466377846836 0.0010447941061785672 0.0020831976484644798 0.00097842932894414173 0.00090656427076456648 0.00075691298932313903 0.00098595996725040782 0.00021285251477503271 0.0011815096909428779 0.0010865176336330756 0.0015743612202415477 0.0016155694272193108 0.0013623187909619979 0.0017641664914835511 0.0010340811893478556 0.00099694289185424715 0.00027392244632361339 0.00079367564844009045 0.001511135292896533 0.0013586564527767015 0.0011292717998553038 -0.0001640768536305569 0.0016284356276012079 0.00064899384136626924 0.0014374232949761752 0.0014406283809188722
leaf_weight=1052 51 190 73 34 21 21 67 39 34 26 34 27 23 22 230 266 27 95 20 32 76 38 31 23 25 26 318 29 22 149
leaf_count=1052 51 190 73 34 21 21 67 39 34 26 34 27 23 22 230 266 27 95 20 32 76 38 31 23 25 26 318 29 22 149
internal_value=0 0.00077558 0.000671622 0.0016093 0.000895954 0.00163215 0.00168401 0.00148182 0.000405535 0.00127463 0.00105527 0.000334556 0.0016681 0.00154604 0.00151663 0.00158102 0.00153488 0.00167523 0.00149421 0.000720261 0.000421456 0.00052247 0.00144945 0.00161708 0.00134066 2.79438e-05 0.00169581 0.000830849 0.00124536 0.00152179
internal_weight=0 673 599 2448 325 2351 1748 603 274 103 97 240 1681 311 564 289 543 122 421 222 187 111 77 74 56 53 1370 63 42 379
internal_count=3121 673 599 2448 325 2351 1748 603 274 103 97 240 1681 311 564 289 543 122 421 222 187 111 77 74 56 53 1370 63 42 379
is_linear=0
shrinkage=0.00192234


Tree=3273
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 1 2 2 47 1 14 16 2 1 0 457 1 159 3 3 159 158 1 2 52 3 3 51 0 156
split_gain=43.3218 5.57348 4.35653 3.18999 2.58959 2.28248 2.26528 1.46817 1.31413 1.25756 1.09422 0.875256 0.860721 0.753425 0.771295 0.686163 1.8944 0.58216 0.556207 0.767029 0.595658 0.745482 0.523675 0.499217 0.460062 0.39773 0.503347 0.392578 0.368267 0.355217
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.11690500000000002 0.14285500000000004 0.089885000000000007 0.085505000000000012 0.09253500000000002 0.076175000000000007 -0.061854999999999993 0.31358000000000003 0.090540000000000023 -0.066089999999999996 0.080930000000000016 0.084525000000000003 0.082585000000000006 -0.14186499999999996 -0.10831999999999999 0.030370000000000005 0.083705000000000016 0.122715 0.11144000000000001 0.12418000000000001 0.31370500000000007 0.076840000000000006 0.11144500000000002 -0.090644999999999989 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 22 17 7 10 12 -4 13 -10 24 27 -15 18 -17 23 -9 -20 -21 -22 -2 -3 25 26 -7 29 -23 -1
right_child=1 5 9 -5 -6 8 -8 15 11 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013945225182544077 0.0012470110377858722 0.0010567256700945511 0.0012230780285287909 0.00078908147278174861 0.00069506830358553276 0.00039013865214680764 0.00084739595421254191 0.0014050571482260774 0.00053041487796260506 0.00077031581345513966 0.0016273493862171242 0.00097195842451382034 4.4908977472801618e-05 0.0012892938405335965 0.00089748651502318303 0.001370634023538407 0.00065026077153343778 0.00057735628219624294 0.00096047968437036895 0.0012468013980074628 0.0015904257054571613 0.0014116719036417849 0.00094093320748949469 0.00075514898096561806 0.00067111434465853348 0.00025591720230390435 0.00070370270970360367 0.0011498739483229124 0.0011118068216647776 0.0012854861860288828
leaf_weight=933 83 36 34 45 74 81 39 113 45 77 58 28 24 241 21 32 25 34 32 611 47 32 29 51 28 51 26 29 31 131
leaf_count=933 83 36 34 45 74 81 39 113 45 77 58 28 24 241 21 32 25 34 32 611 47 32 29 51 28 51 26 29 31 131
internal_value=0 0.000698832 0.00128884 0.00130626 0.000979699 0.000569521 0.00131606 0.00132389 0.000473151 0.000909 0.00136361 0.000699774 0.000394373 0.00135233 0.00125789 0.00126306 0.00105468 0.000794916 0.00127678 0.00125753 0.00127071 0.00140354 0.00116776 0.000879939 0.000439465 0.000398413 0.000466332 0.00137496 0.00126412 0.0013811
internal_weight=0 590 2531 2420 186 404 2375 2336 283 111 1413 73 210 1355 262 923 57 121 866 753 721 110 112 87 186 158 107 1093 63 1064
internal_count=3121 590 2531 2420 186 404 2375 2336 283 111 1413 73 210 1355 262 923 57 121 866 753 721 110 112 87 186 158 107 1093 63 1064
is_linear=0
shrinkage=0.00196078


Tree=3274
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 4 2 0 1 4 4 4 1 1 0 15 3 10 47 14 42 150 43 157 160
split_gain=78.9072 12.9979 8.05457 6.49497 4.64971 3.741 2.62765 2.42263 2.09489 2.08205 1.99029 1.37731 1.19237 1.50014 0.873826 0.803025 0.74808 1.20665 0.807662 0.731001 0.707805 0.622427 0.611163 0.592664 0.6027 0.58458 0.583368 0.554034 0.546574 0.50195
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.076975000000000002 0.13501500000000002 0.09253500000000002 0.40473500000000007 0.17025000000000004 -0.10151999999999999 0.085345000000000018 0.27834500000000006 0.0061450000000000003 -0.013125 0.093100000000000002 0.076935000000000017 -0.019414999999999998 -0.095869999999999983 -0.11255999999999998 -0.38851999999999992 0.090100000000000013 -0.23083499999999998 0.086555000000000007 0.089155000000000012 -0.050459999999999998 -0.018414999999999997 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 11 12 16 -5 -6 14 13 28 26 25 18 -18 19 27 -15 -16 -13 24 -3 -14 -4 -7 -1 -23
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 22 15 20 21 -17 17 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015095196827610196 0.0017580610656550608 0.0011611959992996925 0.0010772307654432752 0.0016327341560374705 0.0016217097406696409 0.0018381475089016802 0.0011492174230666537 0.0021675509050260765 0.0012471882850681262 0.0010390807158110059 0.0010414984724917006 0.00050042839903457494 0.0018519751800515018 0.0016262464272803496 0.00091014681788578896 0.0016236706603367148 0.0016376996372130103 0.0012211777104587866 0.0018855207100724244 0.0014253996249900646 0.0012174395180391626 0.00076818939960501484 7.8597937299689313e-05 0.0012018647035218521 0.00087689395429357234 0.001772318946030341 0.00065892331299822289 0.0016125032068563963 0.0018687447539138297 0.00047347544211020755
leaf_weight=20 76 33 28 34 74 78 37 67 48 61 31 30 891 29 20 80 226 29 89 38 34 28 22 33 167 551 22 83 72 90
leaf_count=20 76 33 28 34 74 78 37 67 48 61 31 30 891 29 20 80 226 29 89 38 34 28 22 33 167 551 22 83 72 90
internal_value=0 0.00100807 0.000915386 0.00174426 0.00111454 0.00176431 0.000672371 0.0018091 0.00163213 0.00125155 0.00145041 0.000598858 0.00179478 0.00163416 0.000675446 0.00181114 0.00166616 0.00159033 0.0017333 0.00166522 0.00140562 0.000596558 0.000321962 0.000963186 0.000923804 0.00182154 0.000893175 0.00172182 0.00179065 0.000543408
internal_weight=0 691 615 2430 338 2335 277 1744 591 95 105 240 1677 155 188 1522 543 255 288 199 63 138 52 233 200 1442 50 161 92 118
internal_count=3121 691 615 2430 338 2335 277 1744 591 95 105 240 1677 155 188 1522 543 255 288 199 63 138 52 233 200 1442 50 161 92 118
is_linear=0
shrinkage=0.00192234


Tree=3275
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 11 2 4 0 15 47 4 0 12 1 1 47 51 51 49 1 151 1 1 1
split_gain=68.8059 8.52592 7.25552 4.62152 4.51558 3.06823 2.55948 2.45853 2.21914 2.29246 1.38985 1.36598 1.30298 1.22018 1.1614 1.15701 1.06026 0.997489 1.20896 0.896745 0.847952 0.789562 0.869887 0.820321 0.772017 0.936869 0.85311 0.726839 0.721356 0.602996
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.091475000000000015 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 1.0000000180025095e-35 0.11389000000000002 0.033845000000000007 -0.13027499999999997 0.040760000000000005 0.080455000000000013 -0.04890499999999999 -0.10011499999999998 0.13597000000000004 0.122715 0.16175000000000003 0.077555000000000013 -0.10056999999999998 -0.033649999999999992 -0.066019999999999981 0.10089500000000001 -0.082829999999999973 0.12958500000000003 0.13436000000000001 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 11 8 10 -6 -3 27 13 21 17 -4 29 24 -11 -8 -19 -2 -7 22 -1 -24 25 -9 -26 -10 -18 -12
right_child=1 5 6 -5 7 20 12 15 9 16 14 -13 -14 -15 -16 -17 28 18 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0017543978362351861 0.0014705017402666047 0.00044626503845997365 0.0011287347219682653 0.00073532137413231328 0.0015553744251802705 0.00040154867298732223 0.0018745582039449728 0.0012802375202206359 0.0014698244113335633 0.0011382114872628567 0.0018738249192635219 0.00099380145514709308 0.0013137079942259749 0.001605672469418194 0.0020779496613298931 0.0012774141658090864 0.0007188109258148709 0.0015132552351657862 0.0010737527164758421 0.0010699715407375067 -4.2952970039868165e-05 0.0017858037478287732 0.0010438210960085805 0.0014541725715036206 0.0010015740611887358 0.00076227646773936698 0.00055687586234171558 0.0009533517117904243 0.00036057145592895633 0.0014083007790421382
leaf_weight=31 83 90 21 74 31 77 28 29 22 20 20 22 156 1150 44 33 128 642 25 29 21 33 22 126 27 25 43 20 26 23
leaf_count=31 83 90 21 74 31 77 28 29 22 20 20 22 156 1150 44 33 128 642 25 29 21 33 22 126 27 25 43 20 26 23
internal_value=0 0.000768179 0.00151174 0.00111556 0.00127705 0.000608245 0.0015587 0.00105076 0.000704947 0.000812732 0.00161488 0.00145885 0.00147565 0.00159712 0.00185399 0.000951125 0.000713488 0.001512 0.00149678 0.00136679 0.000306298 0.00150711 0.00145573 0.00139317 0.00086429 0.00104044 0.000728402 0.00122389 0.000658329 0.00162482
internal_weight=0 590 2531 186 422 404 2109 188 306 216 1258 234 851 1171 87 157 174 695 667 112 98 212 179 148 124 54 70 42 154 43
internal_count=3121 590 2531 186 422 404 2109 188 306 216 1258 234 851 1171 87 157 174 695 667 112 98 212 179 148 124 54 70 42 154 43
is_linear=0
shrinkage=0.00196078


Tree=3276
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 3 4 47 14 0 16 47 4 3 132 1 39 1 0 12 1 49 1 3 3
split_gain=61.1519 7.77335 6.67502 4.47051 3.89672 3.04522 2.41341 2.29155 1.99048 2.22674 1.50541 1.44189 1.16282 1.06058 1.09656 1.45427 0.988898 0.984571 1.51713 0.842158 1.06484 0.82774 0.823909 0.777228 0.944756 0.681482 0.681413 0.794874 0.673263 0.891789
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.09141500000000001 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.033845000000000007 0.077555000000000013 0.076175000000000007 -0.11173999999999999 -0.43320999999999993 0.080455000000000013 -0.046564999999999988 0.092670000000000016 0.088890000000000011 0.15799000000000005 0.098220000000000016 0.122715 -0.10011499999999998 0.13597000000000004 0.12000500000000001 -0.066019999999999981 0.10089500000000001 0.149315 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 8 13 -6 25 -10 -1 23 17 14 15 -4 26 -12 -19 20 -7 28 -2 -8 -25 -3 27 -9 29 -11
right_child=1 5 6 -5 7 19 11 16 9 21 12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010404759111558191 0.0015187387696794943 0.000822120111776528 0.001601148715206221 0.00079826217860802236 0.0015933842984352739 0.00042724686324490155 0.0018652166649490512 0.0013161073732891946 0.0012914655881435598 0.00059577466425304946 0.0016875779914888199 0.0013388712254955488 0.0018847326437632242 0.0019339553122579391 0.0016435632665469122 0.00093834548202507636 0.0013116705936915946 0.0014820110413483252 0.00091114280838353327 0.00071524790744634638 -0.00010108357222349036 0.00048603381712223888 0.0011348190681506362 0.0015462144864652851 0.0011577826411116356 0.00043628583814388786 0.0008020721592207332 0.00083901012878791962 0.00065898398573516431 0.0010447317282943165
leaf_weight=26 83 24 35 74 31 55 28 29 42 22 58 160 32 46 1145 20 33 96 22 23 20 29 29 650 25 66 70 25 48 75
leaf_count=26 83 24 35 74 31 55 28 29 42 22 58 160 32 46 1145 20 33 96 22 23 20 29 29 650 25 66 70 25 48 75
internal_value=0 0.000840542 0.00154153 0.00117224 0.00131642 0.000687829 0.00158657 0.00110621 0.000784168 0.000886249 0.00148531 0.00150687 0.00154091 0.00164177 0.00163057 0.00136013 0.00101002 0.0014784 0.00137558 0.000387016 0.000286359 0.000788438 0.00141933 0.00154511 0.00153183 0.000539175 0.000929737 0.00109523 0.000848918 0.000942906
internal_weight=0 590 2531 186 422 404 2109 188 306 216 234 863 208 1246 1200 55 157 176 118 98 75 174 112 703 675 90 124 54 145 97
internal_count=3121 590 2531 186 422 404 2109 188 306 216 234 863 208 1246 1200 55 157 176 118 98 75 174 112 703 675 90 124 54 145 97
is_linear=0
shrinkage=0.00196078


Tree=3277
num_leaves=31
num_cat=0
split_feature=1 1 12 123 4 4 43 2 400 1447 2 47 13 16 133 43 13 133 0 0 43 15 15 13 42 0 12 0 13 483
split_gain=4.72675 0.725274 0.592126 0.520513 0.405595 0.361389 0.294488 0.285897 0.281177 0.251086 0.250042 0.249003 0.236019 0.233491 0.268157 0.428951 0.253345 0.231138 0.229437 0.475671 0.228828 0.226685 0.260646 0.242887 0.222719 0.88851 0.325226 0.267316 0.484386 0.298558
threshold=0.10752500000000002 0.13604000000000002 0.085055000000000006 1.0000000180025095e-35 0.23246000000000003 0.36766000000000004 -0.025214999999999998 0.090050000000000005 -0.07520499999999998 -0.082954999999999987 0.11177500000000001 0.13827000000000003 -0.010739999999999998 -0.083539999999999989 0.0033250000000000003 -0.022084999999999997 -0.0072999999999999992 -0.030254999999999994 -0.14920999999999998 -0.10607499999999999 -0.080324999999999994 -0.0088349999999999974 -0.083359999999999976 -0.0075049999999999987 0.084835000000000008 -0.06563999999999999 0.083785000000000012 -0.071719999999999992 -0.067149999999999987 0.0093900000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -4 7 12 13 -9 -10 -8 -3 -2 14 16 -16 -1 -5 -15 -20 -19 22 23 -12 -21 26 -26 28 29 -28
right_child=1 11 4 17 -6 -7 10 8 9 -11 21 -13 -14 18 15 -17 -18 20 19 24 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.024111697907861079 0.0085272712618463115 0.0033666592065309314 0.019907002014952629 0.021254727040738431 0.0096457272219870223 0.010795427909564817 0.019209969259936507 0.0097846212663054884 0.02537967917908945 0.017894762544087249 0.0032115088271225129 0.014074206785336042 -0.00023808197679427295 0.0259859589760848 0.021468148375319462 0.0085851308301558016 0.018447847769619816 0.013220273398453761 0.005094338981012944 0.020487336445130639 0.0025402137601460428 0.00092183726632382736 0.01962637808619799 0.01417509123991249 0.030035592350619412 -0.00095355219954496647 0.01972358038893304 0.027141707393786518 0.0036556150960222636 0.012937348675942661
leaf_weight=288 80 158 96 21 50 45 31 35 40 875 34 21 39 40 71 32 88 67 21 487 23 20 26 35 20 21 239 25 21 72
leaf_count=288 80 158 96 21 50 45 31 35 40 875 34 21 39 40 71 32 88 67 21 487 23 20 26 35 20 21 239 25 21 72
internal_value=0 0.00953101 0.0116686 0.0187134 0.0163929 0.0189971 0.00906584 0.0191525 0.0179111 0.018222 0.0118462 0.00462285 0.00565459 0.0199802 0.0216421 0.0174657 0.0227861 0.0125273 0.0191387 0.0188364 0.0104909 0.00986124 0.0117432 0.00877275 0.0191624 0.0175413 0.0185715 0.0179292 0.0172355 0.0181525
internal_weight=0 590 411 2531 146 2420 265 2375 950 915 146 179 119 1425 479 103 376 111 946 906 90 115 95 69 885 398 377 357 332 311
internal_count=3121 590 411 2531 146 2420 265 2375 950 915 146 179 119 1425 479 103 376 111 946 906 90 115 95 69 885 398 377 357 332 311
is_linear=0
shrinkage=0.0923845


Tree=3278
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 457 1 1 1 4 1 13 3 159 0 1 0 1 40 1 2 3 0
split_gain=79.4535 9.52136 7.95942 5.97107 4.68992 4.26381 4.03424 2.76574 2.65899 2.38567 2.24693 2.03596 1.29122 2.94204 1.14513 1.11743 1.10139 1.07415 1.07028 1.08747 0.976726 1.31635 0.880974 0.838919 0.675926 0.628595 0.621525 0.585997 0.568467 0.770966
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.089885000000000007 0.09253500000000002 0.076175000000000007 0.080930000000000016 0.084525000000000003 0.122715 0.087135000000000004 0.04735000000000001 0.16175000000000003 -1.0000000180025095e-35 0.12745000000000004 0.030370000000000005 -0.080119999999999983 0.12958500000000003 -0.066089999999999996 0.084885000000000002 -0.063404999999999989 0.12000500000000001 0.13622000000000004 -0.14186499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 14 9 7 26 22 11 -4 15 16 -14 -2 -1 20 -8 25 -20 28 -22 -9 -17 -23 -10 -3 -6 -11 -30
right_child=1 6 10 -5 27 -7 17 8 18 12 -12 -13 13 -15 -16 23 -18 -19 19 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018952121098745639 0.0017126475655100404 0.00091095955348482322 0.0016807022258519026 0.0010902663924597399 0.001065514492616328 0.0011844113615213656 0.00058108678479447623 0.0017638320963225475 0.0010326932024759706 0.0019160878716730605 0.0010754987524894924 0.0022326209321063945 0.001852517925641116 0.00095478659313099051 0.0012600339096520623 0.0017955053951078091 0.0016367362694638698 8.8600898691975667e-05 0.00092951638783523758 0.0014421384607415033 0.0022979992243107902 0.0015412873337825564 0.0011952284562821484 0.0014251267150336619 0.0020273396170925541 0.00069163534529402819 0.00054248886379904145 0.00067261487574261773 0.0017733892111637488 0.0015093301770634387
leaf_weight=935 83 24 34 45 54 41 90 22 31 92 77 58 32 25 29 395 202 21 41 26 34 22 20 25 22 63 66 20 445 47
leaf_count=935 83 24 34 45 54 41 90 22 31 92 77 58 32 25 29 395 202 21 41 26 34 22 20 25 22 63 66 20 445 47
internal_value=0 0.000975267 0.00177429 0.00179784 0.00134237 0.00181125 0.000806255 0.000926855 0.0010537 0.00182226 0.00126088 0.00187287 0.00174461 0.00145878 0.00159545 0.00185747 0.00176347 0.000487914 0.000939083 0.00112844 0.00180214 0.00200823 0.00149307 0.00177346 0.00178431 0.000804112 0.000640748 0.000959325 0.00177462 0.00174816
internal_weight=0 590 2531 2420 186 2375 404 293 203 2334 111 1413 921 57 112 1355 864 111 161 67 662 78 42 420 44 94 90 74 584 492
internal_count=3121 590 2531 2420 186 2375 404 293 203 2334 111 1413 921 57 112 1355 864 111 161 67 662 78 42 420 44 94 90 74 584 492
is_linear=0
shrinkage=0.00196078


Tree=3279
num_leaves=31
num_cat=0
split_feature=1 1 147 12 1 12 10 10 15 34 2 4 4 2 4 131 160 49 0 3 1452 3 49 2 16 52 0 15 133 0
split_gain=4.30825 0.661221 0.497199 0.492333 0.362447 0.348437 0.312575 0.325298 0.298596 0.277936 0.315523 0.273412 0.260931 0.259422 0.248704 0.264791 0.224607 0.204279 0.199908 0.255261 0.229795 0.299846 0.208629 0.311816 0.242444 0.244821 0.243235 0.217307 0.220468 0.249384
threshold=0.10752500000000002 0.12337000000000002 0.089810000000000015 0.051320000000000005 0.08864000000000001 0.085055000000000006 -0.011559999999999999 -0.38124499999999995 0.024640000000000006 -1.0000000180025095e-35 0.12358500000000001 -0.059649999999999988 0.053180000000000012 -0.15339499999999998 -0.0070899999999999991 0.090175000000000019 -1.0000000180025095e-35 -0.083094999999999988 -0.07929499999999999 -0.045649999999999989 0.087755000000000014 -0.061964999999999992 -0.0095499999999999977 0.090790000000000023 0.22339500000000004 0.088555000000000009 -0.14920999999999998 0.093115000000000017 0.26430000000000003 -0.080604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 17 -2 7 -3 -6 -8 13 -12 18 -11 15 -7 -13 -1 20 -20 21 22 23 -5 25 26 -24 28 29 -28
right_child=1 6 -4 12 8 14 9 -9 -10 10 11 16 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.026090700694740895 0.010341098269618983 0.006119642107774461 -0.0017281295347101112 0.017296582985754483 0.011268015121132615 0.028621061075393826 -0.00019259018678112642 -0.0071966518446554863 0.022610488001608874 0.0058518930803707469 0.015223736786170165 0.0095198825613876329 0.015394648984185796 0.018485681074529189 0.01349157229823025 0.014694569364011123 0.0013726236019664126 0.016639685094938218 0.017568562746850022 0.0071673350026448222 0.026679951568267642 0.030018127572256272 0.029604358092094336 0.0050588543997644115 0.012163272824591684 0.017363229807495821 0.020317979034977895 0.012171054543822588 0.01154284836702724 0.027881193536703062
leaf_weight=21 161 34 20 117 204 24 33 27 21 20 24 46 241 40 70 21 70 176 601 20 33 20 23 20 38 301 608 27 22 38
leaf_count=21 161 34 20 117 204 24 33 27 21 20 24 46 241 40 70 21 70 176 601 20 33 20 23 20 38 301 608 27 22 38
internal_value=0 0.00903982 0.0120617 0.0176344 0.0148104 0.0130609 0.0059974 0.000225545 0.0123266 0.00750849 0.00877917 0.00642406 0.0181995 0.0142744 0.0168687 0.022122 0.00460343 0.0176472 0.0185613 0.0172336 0.0192225 0.0190198 0.0188356 0.0155101 0.0192666 0.0195315 0.0204405 0.0201372 0.0204592 0.0207629
internal_weight=0 590 296 2531 422 276 294 61 225 233 200 140 2109 60 115 45 116 197 1868 621 1247 1214 1194 137 1057 1019 718 695 668 646
internal_count=3121 590 296 2531 422 276 294 61 225 233 200 140 2109 60 115 45 116 197 1868 621 1247 1214 1194 137 1057 1019 718 695 668 646
is_linear=0
shrinkage=0.0905731


Tree=3280
num_leaves=31
num_cat=0
split_feature=1 52 3 52 48 4 2 43 43 1 4 131 15 2 11 12 2 2 51 131 13 51 3 3 47 47 43 133 51 41
split_gain=3.50432 0.882027 0.491287 0.346776 0.380169 0.338733 0.308768 0.283939 0.412409 0.349474 0.40185 0.31679 0.241801 0.233786 0.2277 0.209896 0.262317 0.208138 0.205657 0.200985 0.20016 0.230098 0.20899 0.188563 0.188163 0.21987 0.189368 0.181677 0.178038 0.23185
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.19022000000000003 0.15068000000000001 0.40124500000000002 0.092120000000000021 -0.24021999999999996 -0.03898999999999999 0.10871500000000002 0.41379000000000005 0.095715000000000008 -0.46471999999999997 0.11682500000000001 0.080455000000000013 -0.42850999999999995 0.15950500000000004 0.15109000000000003 0.067785000000000012 0.090385000000000007 -0.0079349999999999993 0.086310000000000012 -0.028564999999999997 0.090900000000000009 0.081320000000000017 0.10323000000000002 -0.45785999999999999 0.087170000000000011 0.081440000000000026 0.075585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 19 3 4 7 6 14 -3 11 -10 13 20 -12 -11 28 -4 -17 23 -5 -2 21 27 -22 24 26 -26 -8 -9 29 -1
right_child=1 2 15 18 -6 -7 17 8 9 10 12 -13 -14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.016245322252025178 0.019120128615694537 0.017313247630223641 0.0079044115707485457 0.010827689374302769 -0.0034235788692298808 0.0047085455933107805 0.0066691085457352747 -2.7468092514015663e-05 0.0039502245764048392 0.02237612456085164 0.01571683270098867 0.01350262403730529 0.005244232054496303 0.01238413815661335 0.023314146093494248 0.0028916280799132763 -0.0082726684952272866 0.0056107464572590221 0.021207034704099566 0.0098170925833619485 0.0041098479549540332 0.013840351806785261 -0.0066368354404222046 0.0098296592140617641 0.026469204222302686 0.014295778897557921 0.014708427379750462 0.0070547229653608262 0.013409528589725028 0.023141300107545719
leaf_weight=1337 66 25 35 39 22 22 23 47 45 36 24 30 55 35 34 58 22 21 23 24 32 22 24 63 22 23 643 66 165 38
leaf_count=1337 66 25 35 39 22 22 23 47 45 36 24 30 55 35 34 58 22 21 23 24 32 22 24 63 22 23 643 66 165 38
internal_value=0 0.00856981 0.00743504 0.00856391 0.00774517 0.015461 0.0155609 0.00830234 0.00776082 0.0106789 0.0126975 0.00518606 0.00842578 0.0174505 0.0162672 0.00228148 -0.000178553 0.0141624 0.0146781 0.0166393 0.00387979 0.00569488 -0.000495874 0.0143944 0.0147989 0.0202472 0.0144308 0.00410903 0.0161116 0.0164359
internal_weight=0 730 640 525 463 2391 2369 441 416 195 150 221 79 71 1574 115 80 795 62 90 191 135 56 774 711 45 666 113 1540 1375
internal_count=3121 730 640 525 463 2391 2369 441 416 195 150 221 79 71 1574 115 80 795 62 90 191 135 56 774 711 45 666 113 1540 1375
is_linear=0
shrinkage=0.087056


Tree=3281
num_leaves=31
num_cat=0
split_feature=1 12 1 474 4 150 10 34 2 10 4 0 12 0 14 457 4 15 4 16 49 13 160 43 3 0 2 160 11 15
split_gain=2.89872 0.720464 0.431492 0.349338 0.346666 0.304549 0.303493 0.278712 0.313197 0.362441 0.256224 0.248926 0.282903 0.24212 0.211959 0.202187 0.195395 0.237863 0.310274 0.198725 0.189036 0.184595 0.183144 0.206971 0.173312 0.285588 0.264348 0.241692 0.205814 0.237387
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.086280000000000009 -0.14098499999999997 0.09487000000000001 -0.0069899999999999988 -0.038779999999999995 0.11870500000000002 0.094860000000000014 0.033845000000000007 -0.019414999999999998 -0.088589999999999988 0.056435000000000006 -0.10708499999999999 -0.079829999999999984 -0.059649999999999988 -0.41942499999999994 0.51388000000000011 0.023255000000000001 0.09858500000000002 -0.15078499999999997 0.066685000000000008 -0.067199999999999996 -0.14186499999999996 -0.062764999999999974 0.081685000000000021 -1.0000000180025095e-35 0.080455000000000013 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 13 11 -8 9 -9 24 12 -2 20 -4 -16 -10 18 -18 21 -1 -19 -12 -24 26 -26 -3 -27 -28 -30
right_child=6 10 14 4 -6 -7 7 8 16 -11 22 -13 -14 -15 15 -17 17 19 -20 -21 -22 -23 23 -25 25 27 28 -29 29 -31
leaf_value=0.018821911149250272 0.01234815787165401 0.028936992280696537 0.016573737863453761 0.01480918894430586 -0.0034446891662025568 0.0053394989807265475 -0.0030911395616848455 0.016431099615882145 0.013793347895318898 0.0033691511129736247 0.01204296714906709 -0.0087894664044264985 -0.0020939011971909077 0.0088741597784709192 0.016057714542185315 0.0064717307397370409 0.015552785069517351 -0.0031143518092331553 0.0016745982982303484 -0.0064955792006324313 0.010893857373771148 0.0082845034198934416 0.013495832173517394 0.024071477855441743 0.016462026293587392 0.0039388145747682067 0.010902838166300938 0.01391201735261312 0.017593854449415691 0.029492361340945697
leaf_weight=193 22 24 29 20 20 26 23 69 24 29 243 21 32 35 24 178 32 22 30 25 34 36 46 29 1571 29 32 120 83 20
leaf_count=193 22 24 29 20 20 26 23 69 24 29 243 21 32 35 24 178 32 22 30 25 34 36 46 29 1571 29 32 120 83 20
internal_value=0 0.0151241 0.0119816 0.0142675 0.00568225 0.0154599 0.00582667 0.00726434 0.00815639 0.0125658 0.0159237 0.000267678 0.0037899 0.0164642 0.00873589 0.00761066 0.00559943 0.0042432 0.00883753 0.000811288 0.0176344 0.0039608 0.0133501 0.0175851 0.0163592 0.016073 0.0194561 0.0119709 0.0177706 0.0199042
internal_weight=0 2756 559 328 40 288 365 290 267 98 2197 75 54 262 231 202 169 145 62 83 227 58 318 75 1879 1720 159 149 135 103
internal_count=3121 2756 559 328 40 288 365 290 267 98 2197 75 54 262 231 202 169 145 62 83 227 58 318 75 1879 1720 159 149 135 103
is_linear=0
shrinkage=0.0980392


Tree=3282
num_leaves=31
num_cat=0
split_feature=1 12 44 4 43 13 1 1 484 12 10 4 123 156 47 16 52 16 16 1 15 3 155 160 42 1 12 43 3 4
split_gain=2.34796 0.583576 0.349787 0.407475 0.379057 0.461509 0.382026 0.285034 0.278411 0.259546 0.217676 0.207542 0.206 0.310725 0.2513 0.186559 0.425641 0.284111 0.18321 0.170215 0.164964 0.169928 0.16378 0.18729 0.17555 0.263336 0.201094 0.171103 0.140383 0.239273
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 -0.23229999999999998 0.043850000000000007 0.095950000000000021 0.14860500000000001 0.084040000000000017 -1.0000000180025095e-35 -0.062879999999999978 0.033845000000000007 0.11679000000000002 0.10339000000000002 0.085505000000000012 -0.039889999999999988 -0.034054999999999995 -0.36241499999999999 0.24134000000000003 0.089875000000000024 -0.43375999999999998 -0.010424999999999999 0.090695000000000012 0.066685000000000008 0.084145000000000011 0.07635500000000002 0.096525000000000014 -0.072864999999999985 -0.14186499999999996 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 8 12 15 -1 -9 28 13 14 20 17 -17 -6 -11 -19 -2 -22 23 24 25 -13 -26 -25 -3 -30
right_child=7 11 -4 4 5 -7 -8 10 -10 18 -12 22 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=0.0059453393477675821 0.0078695031893777911 0.017167124380676201 0.021042434681522962 0.01958654690624927 0.020291474639802489 -0.0046269745723140649 0.0061740049928134203 -0.0088969512601081904 0.0024819593113333911 0.024430308566670823 0.0030380971510740036 0.011850175201326828 -0.0023106727402838734 0.017374891480772914 0.010785132724707977 0.011716165121585607 0.029025154292079587 0.0034470872613207412 0.014647105343531055 0.013341854977077339 0.0049886742893083232 -0.0027957623430770349 0.0033595280177348432 0.012536445999968221 0.015821344577166184 0.0015400443902790215 0.0077140877047183224 0.022191613725554015 0.00788519388002187 0.014386132959606552
leaf_weight=20 67 159 28 28 23 25 215 20 23 28 48 60 23 25 75 35 21 36 48 29 63 44 20 39 91 37 41 30 54 1666
leaf_count=20 67 159 28 28 23 25 215 20 23 28 48 60 23 25 75 35 21 36 48 29 63 44 20 39 91 37 41 30 54 1666
internal_value=0 0.0133448 0.010572 0.0100199 0.00876908 0.00802489 0.00885289 0.00514118 0.0123017 0.0156877 -0.000472211 0.0140503 0.0064264 0.00715981 0.0061342 0.0138702 0.018207 0.0111104 0.0182514 0.00786168 0.00412948 0.0017876 0.0117795 0.0123446 0.0110219 0.00791744 0.0133032 0.0167343 0.0144346 0.014182
internal_weight=0 2756 559 531 435 407 382 365 167 96 68 2197 297 274 249 144 56 88 76 65 174 107 318 298 229 97 132 69 1879 1720
internal_count=3121 2756 559 531 435 407 382 365 167 96 68 2197 297 274 249 144 56 88 76 65 174 107 318 298 229 97 132 69 1879 1720
is_linear=0
shrinkage=0.0961169


Tree=3283
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 1 1 2 47 14 457 1 2 2 3 1 159 3 4 1 0 159 158 457 2 15 0 12 12
split_gain=65.1775 7.98326 7.5023 4.25222 4.18684 3.05326 3.03701 2.25222 2.02093 1.86035 1.63586 1.20323 1.97472 1.09331 0.98568 0.977829 0.857971 0.850385 0.783113 0.860939 0.781934 0.755024 0.668761 0.838425 0.651179 0.622811 0.583161 0.577769 0.574952 0.609998
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.11690500000000002 0.09253500000000002 0.090425000000000019 0.13082500000000002 0.076175000000000007 0.080930000000000016 0.084525000000000003 0.14838000000000004 -0.0050599999999999994 -0.14186499999999996 0.122715 0.082585000000000006 0.30112000000000005 0.41555500000000006 0.090540000000000023 -0.066089999999999996 0.030370000000000005 0.083705000000000016 0.080930000000000016 0.10882500000000002 -0.40580499999999992 -0.090644999999999989 -1.0000000180025095e-35 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 8 17 -4 10 13 20 15 -13 14 -8 -10 -2 24 19 -16 -1 -22 28 -24 25 -3 -15 -25 -17 -30
right_child=1 6 7 -5 -6 -7 9 -9 11 -11 -12 12 -14 26 18 22 -18 -19 -20 -21 21 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.0016713649084831418 0.001527006049021575 0.0014040157825874738 0.0014958479997058505 0.00099973676933182609 0.00082452257258090061 0.0010777194175863882 0.00042271513603718986 0.00088993315576657041 0.0017354194065400371 0.00099429180327394238 0.0019851016335345503 0.0016148783174561865 0.00084187733526859012 0.00053420742587432645 0.0010892869211299784 0.001224804240339302 0.0011352307245669291 0.00069258224010690958 0.00046055730611106038 0.00065849074062540862 0.0015835662290045343 0.0011959137600245709 0.0018858305100557427 0.0017255040944791308 0.0007478008901371675 0.0010097351956329442 0.00019414134699117716 0.0013584208985169728 0.0015807083311741277 0.0014538116059430247
leaf_weight=1132 83 24 34 45 74 41 64 77 108 37 58 27 24 33 31 26 29 34 29 42 241 21 44 32 20 43 47 34 319 268
leaf_count=1132 83 24 34 45 74 41 64 77 108 37 58 27 24 33 31 26 29 34 29 42 241 21 44 32 20 43 47 34 319 268
internal_value=0 0.000850294 0.00157399 0.00159685 0.00118644 0.00160816 0.000695533 0.00107553 0.00161748 0.00058437 0.00166245 0.00154345 0.00125111 0.000522715 0.00061346 0.00156139 0.00142556 0.000955527 0.000733144 0.000841432 0.00164902 0.00155249 0.0015354 0.00167617 0.00105829 0.00115097 0.000334419 0.0015364 0.00151013 0.00152277
internal_weight=0 590 2531 2420 186 2375 404 111 2334 283 1452 882 51 246 166 831 112 121 102 73 1394 262 723 110 87 67 80 66 613 587
internal_count=3121 590 2531 2420 186 2375 404 111 2334 283 1452 882 51 246 166 831 112 121 102 73 1394 262 723 110 87 67 80 66 613 587
is_linear=0
shrinkage=0.00196078


Tree=3284
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 4 14 2 2 457 1 1 2 1 2 475 2 12 3 4 12 43 2 0 50 52 12 475 150
split_gain=87.155 10.8549 9.39918 6.18065 6.00623 3.96884 3.09144 2.99218 2.91541 2.74846 3.16232 2.19704 1.7762 1.5368 1.50685 1.36963 1.19091 0.980588 0.935362 0.819934 0.793741 0.724035 0.712754 1.52228 1.03972 0.693372 0.606124 0.554703 0.532588 0.529079
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.27287000000000006 0.40124500000000002 0.076975000000000002 0.14285500000000004 0.14285500000000004 0.080930000000000016 0.09253500000000002 0.089770000000000016 -1.0000000180025095e-35 0.16540500000000002 0.090425000000000019 -0.069854999999999987 0.088850000000000012 -1.0000000180025095e-35 0.10732000000000001 -0.51843499999999987 0.093965000000000007 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 0.086295000000000011 0.40674500000000008 0.11734000000000001 -0.088274999999999978 0.097210000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 7 8 21 12 18 10 16 -4 17 -14 29 -15 -6 26 -3 27 -19 -5 24 -24 -2 -10 28 -18 -1 -7
right_child=1 5 11 6 9 14 -8 -9 25 -11 -12 -13 13 15 -16 -17 19 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015697973822523727 0.00036357347592607097 0.00079958582673429713 0.0015550536071320925 0.0019462485791616189 0.0018609695592524391 0.0004290436772547307 0.00091804736279684125 0.0021564328179639928 0.00023018945157781993 0.001029567183367627 0.00099742634795528789 0.00095660703283762362 0.0012274455524808371 0.0017172986808373402 -8.6459731222256444e-05 0.0012947939787158523 0.0016260121612872887 0.002103780884953106 0.0012581021913199448 0.0012073118910326253 0.001705926834488387 0.0015477356750681029 0.0013627777557424631 0.0008563048869305879 0.00098058439853812465 0.00072938207062143903 0.0015021148159329691 0.0013613827311731402 0.0018397288337263654 0.00077093099189155237
leaf_weight=29 21 26 34 24 66 134 29 75 23 39 34 77 33 278 21 33 292 20 50 22 535 65 29 107 21 20 22 34 908 20
leaf_count=29 21 26 34 24 66 134 29 75 23 39 34 77 33 278 21 33 292 20 50 22 535 65 29 107 21 20 22 34 908 20
internal_value=0 0.000860983 0.00169784 0.00112604 0.00172343 0.00059412 0.00147404 0.00177246 0.000870389 0.00152882 0.00157228 0.00113991 0.00175696 0.00162978 0.000406256 0.00167247 0.00161949 0.00178586 0.00110124 0.00157369 0.00172026 0.0016552 0.000895351 0.000964303 0.000672079 0.000462372 0.00182382 0.00159841 0.00183137 0.000473445
internal_weight=0 590 2531 296 2420 294 118 1933 119 487 448 111 1858 344 175 311 414 1514 76 348 555 89 178 136 42 43 959 326 937 154
internal_count=3121 590 2531 296 2420 294 118 1933 119 487 448 111 1858 344 175 311 414 1514 76 348 555 89 178 136 42 43 959 326 937 154
is_linear=0
shrinkage=0.00196078


Tree=3285
num_leaves=31
num_cat=0
split_feature=1 12 1 15 1 47 3 394 133 13 1375 42 12 0 4 4 15 2 16 2 16 16 42 3 3 1 52 13 0 52
split_gain=2.6175 0.665873 0.38446 0.278488 0.275346 0.24158 0.33001 0.259097 0.228773 0.271591 0.235506 0.269734 0.227005 0.207614 0.206434 0.200159 0.530815 0.240015 0.199147 0.216486 0.181391 0.189956 0.220323 0.172663 0.29145 0.188757 0.15616 0.154815 0.274093 0.175033
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.035560000000000008 0.16773500000000005 0.080455000000000013 0.097915000000000016 -0.078674999999999981 0.087435000000000013 -0.0093149999999999986 -0.096099999999999977 0.086665000000000006 0.099815000000000015 -0.23194499999999998 0.41379000000000005 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.058835000000000005 0.13622000000000004 -0.23935499999999996 -0.073849999999999985 -0.14148999999999998 0.11296500000000002 0.096675000000000011 0.095695000000000016 -0.11592499999999999 -0.0030199999999999997 -0.059114999999999994 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 18 7 -7 -4 10 -10 -9 14 -3 -1 23 17 -17 -15 27 26 -14 -22 -23 24 25 -12 -20 29 -29 -2
right_child=4 12 3 -5 -6 6 -8 8 9 -11 11 -13 20 15 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.023071796950472873 0.001517489977203607 0.015166251650283402 -0.0031034021675530247 0.017259855071291172 -0.0044743528421852573 0.01971056038289672 0.005363941616945974 -0.00011832273591812685 0.0089326519727916196 -0.0062398006687771953 0.015920511595015112 0.0034500655865399607 0.0058219663300807982 0.020445602832802431 0.020683880126383943 0.014639283315512772 -0.0009590388457542886 0.0083304857110902877 0.0096246593794406428 0.0026836000388172584 0.016547210293258428 0.02092663225303459 0.010801260921840698 0.005776063428920856 0.022845141221861442 0.0054339935351620412 0.019959791103461005 0.01350454724390035 0.0022733188069254603 0.007757668214663253
leaf_weight=22 128 1829 20 35 23 35 24 21 22 20 27 39 32 53 22 76 26 20 34 23 106 21 209 41 21 35 21 43 35 58
leaf_count=22 128 1829 20 35 23 35 24 21 22 20 27 39 32 53 22 76 26 20 34 23 106 21 209 41 21 35 21 43 35 58
internal_value=0 0.0139978 0.011094 0.00927093 0.0055059 0.00841585 0.0138746 0.0072141 0.00804615 0.00170767 0.00933846 0.0104119 0.0147366 0.0144439 0.0122716 0.0133593 0.0106632 0.0171264 0.00617708 0.0103605 0.0126012 0.0132468 0.0117258 0.0107791 0.0132505 0.0100007 0.0135708 0.00494108 0.00846489 0.00346335
internal_weight=0 2756 559 362 365 327 59 268 248 42 206 185 2197 197 146 175 102 73 342 78 368 336 230 124 83 62 55 264 78 186
internal_count=3121 2756 559 362 365 327 59 268 248 42 206 185 2197 197 146 175 102 73 342 78 368 336 230 124 83 62 55 264 78 186
is_linear=0
shrinkage=0.0942322


Tree=3286
num_leaves=31
num_cat=0
split_feature=1 12 1 10 34 2 10 14 13 39 4 15 2 16 48 52 151 47 4 15 4 0 133 4 12 2 3 0 2 1
split_gain=2.12017 0.539357 0.311413 0.240316 0.243029 0.26997 0.303731 0.234363 0.221386 0.431987 0.202522 0.192196 0.1743 0.206276 0.413983 0.253842 0.232622 0.16984 0.168959 0.180698 0.257121 0.168168 0.167272 0.163847 0.473851 0.190443 0.159605 0.233049 0.227812 0.350612
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 -0.0069899999999999988 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -0.10708499999999999 -0.39067499999999994 0.093225000000000016 0.053180000000000012 0.024640000000000006 0.10402500000000002 -0.42170999999999997 0.084670000000000009 -0.078224999999999975 -0.030624999999999996 0.11043500000000002 -0.059649999999999988 -0.41942499999999994 0.51388000000000011 -0.23194499999999998 0.087035000000000015 -0.046564999999999988 -1.0000000180025095e-35 0.099185000000000009 -0.14186499999999996 -0.068604999999999985 0.08622500000000001 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 8 -5 6 17 -4 -2 -10 26 12 22 16 -15 -16 -14 -6 -7 20 -20 -1 -9 25 -25 -23 28 -28 29 -3
right_child=3 10 7 4 5 18 -8 11 9 -11 -12 -13 13 14 15 -17 -18 -19 19 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.021179910104976073 0.008310051044205043 0.015363662034771875 0.015870197459096059 -0.0031716546152558154 0.019042637194299342 0.012267979000558149 0.0028850285848844043 0.011104758787664993 -0.01430625469647262 0.0035957174832173095 0.011128264338047339 0.014321870321954637 0.0036227031466808039 -0.0056111888003196313 0.013558260034391508 -0.00042121263394788607 0.015996907218597523 0.0094802127998518601 0.013480521920218341 0.00062888979559245616 0.00109458448270802 0.018769063191501643 0.0034673666892924243 0.013622705715821942 -0.0014351765432842698 0.0079534548588985239 0.014029592797649551 0.010670106265707253 0.014480758026202066 0.032026141914884572
leaf_weight=22 22 28 36 23 37 24 29 109 20 33 283 36 32 40 28 21 25 32 32 83 30 53 35 75 26 21 1527 218 121 20
leaf_count=22 22 28 36 23 37 24 29 109 20 33 283 36 32 40 28 21 25 32 32 83 30 53 35 75 26 21 1527 218 121 20
internal_value=0 0.0128499 0.0101843 0.00505441 0.00630864 0.0071253 0.0111389 0.00851071 0.000204729 -0.00315974 0.0135282 0.00769801 0.00687574 0.00453553 0.00164425 0.00756706 0.00904999 0.0146079 0.00479789 0.00356146 0.00748733 0.0132595 0.00924845 0.0122638 0.00974642 0.0156998 0.013883 0.0136099 0.0167034 0.0223064
internal_weight=0 2756 559 365 290 267 98 362 75 53 2197 326 290 146 89 49 57 69 169 145 62 197 144 175 101 74 1914 1745 169 48
internal_count=3121 2756 559 365 290 267 98 362 75 53 2197 326 290 146 89 49 57 69 169 145 62 197 144 175 101 74 1914 1745 169 48
is_linear=0
shrinkage=0.0961169


Tree=3287
num_leaves=31
num_cat=0
split_feature=1 4 376 1 150 3 4 150 150 15 2 2 4 0 1 11 1 3 0 4 0 16 51 16 394 43 16 4 15 1177
split_gain=1.73654 0.34983 0.272083 0.258703 0.445356 0.28933 0.318949 0.288279 0.272863 0.26398 0.232749 0.232694 0.228952 0.222544 0.344262 0.408497 0.394131 0.275179 0.213098 0.207774 0.269526 0.201517 0.201075 0.193181 0.265057 0.244485 0.17907 0.233907 0.200015 0.175545
threshold=0.10920500000000001 0.27287000000000006 0.083785000000000012 0.085760000000000017 1.0000000180025095e-35 -0.083654999999999993 0.0067750000000000006 0.085210000000000022 -0.050224999999999992 -0.040804999999999994 1.0000000180025095e-35 0.25063000000000007 0.40945500000000007 -0.14116499999999996 0.084785000000000013 0.079300000000000009 0.080270000000000022 0.048265000000000009 -0.088099999999999984 -0.49013999999999996 0.062580000000000011 -0.0083599999999999976 -0.23681499999999997 -0.083539999999999989 -0.064889999999999989 0.0051600000000000005 -0.087874999999999981 -0.04890499999999999 -0.026084999999999994 -0.047249999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 13 8 9 7 -7 -5 -6 -2 -3 -8 21 15 16 17 19 -9 -15 29 -1 -10 25 -25 -24 -12 -28 -29 -21
right_child=1 11 -4 4 5 6 12 18 22 -11 26 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.013458611820254185 0.011457903749532844 0.0039686608079360156 -7.1283652365883768e-05 0.003640815328121588 -0.0083389074158902281 0.0031093389888254509 -0.0056843156769639707 0.0085247294130438925 0.019462841127083692 0.0060883857502587848 0.012139224743000464 -0.005183332669727694 0.0077517359258182008 0.019462981601948426 0.021002964694347152 -0.0012319390651132378 0.00097358411056621536 0.0035163490093115691 0.019398582623271099 0.018865460926202619 0.0035198950379223288 0.022982331036215931 0.015793150621555434 0.0001683020597644814 0.010397884099789175 0.0064355817440681822 0.010041689994638746 0.0043600234613752993 -0.0063497237502906506 0.011505080447204195
leaf_weight=86 119 251 32 41 20 27 20 27 22 20 29 24 20 26 28 21 29 34 30 26 33 22 103 21 408 28 35 44 20 1475
leaf_count=86 119 251 32 41 20 27 20 27 22 20 29 24 20 26 28 21 29 34 30 26 33 22 103 21 408 28 35 44 20 1475
internal_value=0 0.00541748 0.00763281 0.0108993 0.00955862 0.00544156 0.00755988 0.0106676 0.0106424 -0.00112526 0.00863091 0.00316994 0.00103371 0.011492 0.0112396 0.0110734 0.0112326 0.0114192 0.0142478 0.0115915 0.0114581 0.0153986 0.0111356 0.0108085 0.00989714 0.0137931 0.00600268 0.00420511 0.00101323 0.0116326
internal_weight=0 554 279 2567 787 164 124 84 623 40 247 275 40 1780 1672 1644 1623 1594 57 1560 1534 108 582 560 429 131 128 99 64 1501
internal_count=3121 554 279 2567 787 164 124 84 623 40 247 275 40 1780 1672 1644 1623 1594 57 1560 1534 108 582 560 429 131 128 99 64 1501
is_linear=0
shrinkage=0.0887971


Tree=3288
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 42 4 2 2 16 4 1 1429 1 40 1 49 2 0 39 2 131 133 13 1 48
split_gain=89.5051 15.0847 8.31356 7.51653 6.49098 4.32594 3.78496 2.79469 2.38768 2.37346 2.0132 1.99956 1.88706 1.49009 1.38518 1.28394 2.12117 1.14821 0.968022 0.961347 1.23273 0.923164 0.917231 0.896384 1.28228 0.835046 0.829779 0.821233 0.757745 0.744065
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.09580000000000001 0.40473500000000007 0.076975000000000002 0.14285500000000004 -0.076394999999999977 0.24564500000000003 -1.0000000180025095e-35 0.10045500000000002 -0.52595999999999987 -0.033174999999999989 0.080270000000000022 0.084690000000000015 0.14699000000000004 -0.078554999999999986 0.076935000000000017 -1.0000000180025095e-35 0.090050000000000005 -0.030209999999999997 0.084780000000000008 -0.0091949999999999983 0.091440000000000007 -1.0000000180025095e-35 -0.0034749999999999994 0.11588000000000001 0.090720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 11 7 28 10 13 -5 15 18 -13 -7 -14 29 21 -4 -3 22 -21 -17 -15 -11 -25 -2 -16 -28 -6 -1
right_child=1 2 17 9 6 8 -8 -9 -10 23 -12 12 14 19 26 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0020198322647581807 0.0020586467300018887 0.00095649909932803829 0.00070521453112905091 0.0019526753856354401 0.0019319034824424079 0.0013020371021676799 0.0010325970299675338 0.0023647479893426993 0.0013124023807174659 0.00089451166149837513 0.0013831774565214187 0.0015906357821198849 0.0014259679861144908 0.0018209006797169649 0.00062584152352486259 0.0019320136285175186 0.0013179984089790606 0.00032906273813977232 0.00056785495592416883 0.0016214718304969472 0.0020979699609643965 0.001512096148857327 0.001515216302443174 0.00096315288733617925 0.0015960508592280686 0.001589629296578613 0.00087257787029777442 0.0011533125119855979 0.0015603772400285276 0.0018411034677161269
leaf_weight=1039 54 44 78 21 39 21 46 68 39 24 23 24 27 372 26 485 24 52 56 27 92 21 42 20 32 20 86 75 46 98
leaf_count=1039 54 44 78 21 39 21 46 68 39 24 23 24 27 372 26 485 24 52 56 27 92 21 42 20 32 20 86 75 46 98
internal_value=0 0.00109669 0.000993511 0.00190409 0.00111513 0.00192616 0.00148566 0.00197501 0.00178134 0.00136919 0.00195933 0.000971521 0.00106928 0.00181435 0.00101081 0.00196727 0.00188757 0.000554754 0.000738858 0.00183453 0.00198986 0.00191459 0.00178989 0.00120796 0.00135263 0.00193189 0.000950866 0.00100335 0.00173084 0.00200443
internal_weight=0 673 599 2448 469 2351 131 1758 593 97 1690 338 238 554 214 1667 530 130 100 533 119 506 414 76 52 74 187 161 85 1137
internal_count=3121 673 599 2448 469 2351 131 1758 593 97 1690 338 238 554 214 1667 530 130 100 533 119 506 414 76 52 74 187 161 85 1137
is_linear=0
shrinkage=0.00196078


Tree=3289
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 14 47 47 0 15 1 15 13 4 132 1 2 40 3 3 3 16 160 150
split_gain=87.986 10.7412 9.31449 5.71047 5.29888 4.1354 3.99916 2.80407 2.67182 2.57229 2.07982 1.72572 1.50661 1.46016 1.34673 1.3008 1.27547 1.22782 1.14368 1.02922 0.981661 1.38035 0.978486 0.913148 0.850957 0.793923 0.778499 0.81049 0.734225 1.67417
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.076175000000000007 0.081320000000000017 0.077555000000000013 -0.11173999999999999 -0.095244999999999982 0.10124500000000002 0.13592500000000005 -1.0000000180025095e-35 -0.059649999999999988 0.088890000000000011 0.15799000000000005 0.11411 -0.077474999999999988 0.084940000000000015 0.12745000000000004 -0.13309499999999996 -0.066924999999999985 -0.011159999999999998 0.084335000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 13 8 11 -6 23 -10 17 14 16 19 15 -4 28 26 -11 -1 21 -7 -2 -3 -21 -20 -8 -28 -9 -30
right_child=1 5 6 -5 7 20 10 12 9 18 -12 -13 -14 -15 -16 -17 -18 -19 25 24 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0016590771915918209 0.0014856736710055305 0.00058644617021396403 0.0017292791965350606 0.00069828668888608923 0.0016479620006663524 0.00025272255691196672 0.0017766221472980633 0.00075929855087808538 0.0012175949867797389 0.00054652429625481858 0.0013166790406929977 0.0020680946608384451 0.0013811683039120933 0.0019470869225372408 0.0016955570700390155 0.0011254027609110754 0.00073628899649308226 0.0011217276433138183 0.00070020839929351114 0.0014461277788426696 0.00055536508086976688 -0.00034881014742103275 0.001007145849951342 0.00019104458872674901 0.0010232710421048835 0.00112645849494227 0.001633832653945897 0.0014897494296296479 0.0016170264560751496 0.00096672624008717876
leaf_weight=67 92 43 24 74 31 55 71 20 42 104 156 46 35 29 1156 32 71 23 42 77 23 20 20 47 24 28 291 310 23 45
leaf_count=67 92 43 24 74 31 55 71 20 42 104 156 46 35 29 1156 32 71 23 42 77 23 20 20 47 24 28 291 310 23 45
internal_value=0 0.000731048 0.00157188 0.00112096 0.00130597 0.000551535 0.00162509 0.00110038 0.000663802 0.00078207 0.00152128 0.00169532 0.00101287 0.00154078 0.00168117 0.00138421 0.000931804 0.00156721 0.000676943 0.00147065 0.000200989 9.23138e-05 0.00140022 0.000379959 0.00134565 0.000870708 0.00158245 0.00155951 0.00108955 0.00118668
internal_weight=0 590 2531 186 422 404 2109 225 306 216 851 1258 194 197 1212 56 159 695 174 168 98 75 112 90 101 70 672 601 88 68
internal_count=3121 590 2531 186 422 404 2109 225 306 216 851 1258 194 197 1212 56 159 695 174 168 98 75 112 90 101 70 672 601 88 68
is_linear=0
shrinkage=0.00196078


Tree=3290
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 2 4 2 14 13 52 2 0 0 16 15 47 39 2 1 4 4 3 16 3 0
split_gain=74.4795 9.61667 7.69684 4.68666 4.59798 4.2251 2.91707 2.79273 2.72139 1.95623 1.861 1.5789 1.38369 1.33598 1.12098 1.55214 1.85849 1.11925 1.35768 1.05899 1.02341 1.0168 0.957907 0.936505 0.907904 0.88901 0.84409 0.748328 0.696429 0.6736
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.09141500000000001 -0.025214999999999998 -0.16363499999999997 0.11177500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 -0.47860499999999995 1.0000000180025095e-35 0.10402500000000002 -0.067094999999999988 -0.11173999999999999 -0.43320999999999993 0.13592500000000005 0.077555000000000013 0.096625000000000016 0.11411 0.096255000000000021 -0.019614999999999997 -0.062539999999999984 0.090900000000000009 -0.008904999999999998 0.51139500000000016 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 22 7 12 21 -5 -9 19 20 17 28 15 16 23 18 -4 -8 25 29 -2 -10 -11 -1 -27 -26 -7 -3
right_child=1 5 6 8 -6 13 10 9 14 24 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0017787003206802094 0.001603355896354764 0.00062504239563608479 0.0017263485319159886 0.0017290254124213507 0.00090295456486339551 0.0003677866111378093 0.0016893541007922043 0.0014114311072232425 0.001721446497973824 0.0012827367120433523 0.0014459273213012554 0.0011259486358364734 0.0021056404644505238 7.3176223741272666e-05 0.0014978317102387804 0.00078664268458431225 0.00071732909211903598 0.0017787740816716823 0.0010984915991480971 0.001269947209576695 0.0019780649054217522 0.0004863394334434018 0.0011391706037113456 0.0012098077017468011 0.00093964594371887921 0.0015957625591830509 0.0011988346705743289 0.00055460153496882743 0.00079135200180565247 0.00094349520051836507
leaf_weight=70 92 45 35 31 74 32 680 39 20 20 160 22 46 33 23 54 21 1145 20 23 33 63 20 39 66 83 26 26 26 54
leaf_count=70 92 45 35 31 74 32 680 39 20 20 160 22 46 33 23 54 21 1145 20 23 33 63 20 39 66 83 26 26 26 54
internal_value=0 0.000913088 0.00167153 0.00143455 0.00127479 0.000746562 0.00171895 0.000852562 0.00120853 0.00104064 0.00163305 0.00161613 0.00177845 0.000381969 0.00110576 0.00103846 0.00120844 0.00176591 0.00149804 0.00167563 0.001667 0.000677253 0.00152047 0.00138324 0.000911527 0.00160965 0.00150108 0.000830829 0.000557661 0.000798744
internal_weight=0 590 2531 422 186 404 2109 313 188 151 863 234 1246 91 157 134 80 1200 55 703 212 162 112 59 112 179 109 92 58 99
internal_count=3121 590 2531 422 186 404 2109 313 188 151 863 234 1246 91 157 134 80 1200 55 703 212 162 112 59 112 179 109 92 58 99
is_linear=0
shrinkage=0.00192234


Tree=3291
num_leaves=31
num_cat=0
split_feature=1 3 9 123 44 3 0 2 1 2 1427 1204 42 40 13 3 48 4 1213 43 12 159 159 16 403 403 42 13 4 447
split_gain=2.52561 0.438474 0.3516 0.335297 0.279675 0.305072 0.374693 0.265765 0.246343 0.234955 0.3027 0.242501 0.218734 0.207126 0.233165 0.306574 0.237311 0.263466 0.318543 0.299919 0.234682 0.232799 0.381967 0.2289 0.216705 0.196182 0.19543 0.223032 0.38385 0.195284
threshold=0.10920500000000001 -0.053259999999999995 -1.0000000180025095e-35 0.083935000000000023 0.081805000000000017 0.10893000000000001 -0.10836499999999999 0.11411 0.16773500000000005 0.089005000000000015 0.082040000000000016 -0.079429999999999987 -0.0060199999999999993 0.0046150000000000002 -0.10664 -0.12711499999999995 0.095425000000000024 -0.074729999999999977 0.0065300000000000002 -0.073404999999999984 0.09857500000000001 0.030370000000000005 0.10395500000000001 -0.079734999999999986 -0.085994999999999988 -0.42113499999999993 0.11066000000000001 -0.004174999999999999 0.024790000000000003 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 5 9 -7 -2 26 29 11 -11 -5 14 15 -13 17 18 20 21 23 -19 -23 -16 25 -21 27 -3 -29 -4
right_child=1 8 3 12 -6 6 -8 -9 -10 10 -12 13 -14 -15 16 -17 -18 19 -20 24 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0038667968006513105 0.01362026874227165 0.0048835136581015185 0.015165618343765907 0.016353277088058216 0.023303984149337577 -0.00055911241971365322 0.014218572213930072 0.0062988655999615794 -0.0043356187761559853 0.0045812832006563321 0.023861230967704601 0.014619945383659736 0.005466040638890275 0.0038466945741459802 0.024502757285780333 -0.00030614815713308487 0.0093222410126902796 0.013976912364422394 0.027915445106811577 0.010852366001934798 0.0099488498699787358 0.028435811259326378 0.012747312750771414 0.01574042127475276 0.0099985525494172729 0.02379221815719915 -0.00034417578574097543 0.018485507096892978 0.0060932403394474552 0.0076262657411195643
leaf_weight=30 107 219 1298 21 28 27 32 70 22 29 22 23 63 20 31 24 96 241 20 20 47 27 26 142 250 20 40 32 64 30
leaf_count=30 107 219 1298 21 28 27 32 70 22 29 22 23 63 20 31 24 96 241 20 20 47 27 26 142 250 20 40 32 64 30
internal_value=0 0.00693165 0.0138096 0.0139272 0.0141237 0.0140177 0.0074559 0.0107248 0.00515078 0.0141814 0.0131401 0.0129079 0.00818785 0.0131526 0.013345 0.00699811 0.0136693 0.0141757 0.0167526 0.0131167 0.0157378 0.015196 0.0207396 0.0173106 0.0110087 0.0173223 0.00573866 0.00651109 0.010224 0.0149953
internal_weight=0 554 2567 2537 2453 2425 59 177 377 2366 1038 1016 84 987 967 47 920 824 240 584 220 294 53 173 290 40 355 315 96 1328
internal_count=3121 554 2567 2537 2453 2425 59 177 377 2366 1038 1016 84 987 967 47 920 824 240 584 220 294 53 173 290 40 355 315 96 1328
is_linear=0
shrinkage=0.0923845


Tree=3292
num_leaves=31
num_cat=0
split_feature=1 3 39 2 4 2 3 2 14 2 1 4 0 12 0 47 11 4 2 1 1 1 4 3 157 132 1 31 1 15
split_gain=81.1897 9.65453 7.66154 5.04399 4.86509 4.23182 3.67933 3.13616 2.6154 2.5364 2.22286 1.5666 1.84651 1.21454 1.23142 2.30711 1.12943 1.11223 0.963194 0.961621 0.947318 0.924947 0.870256 0.914936 0.823236 0.785531 1.02581 0.762162 0.678632 0.587099
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.10252500000000002 0.27834500000000006 0.14753000000000002 0.11658 -1.0000000180025095e-35 0.076175000000000007 0.10803500000000001 0.09253500000000002 -0.42529999999999996 -0.033209999999999996 0.09141500000000001 -0.11173999999999999 0.078875000000000015 0.076160000000000019 -0.04890499999999999 0.094835000000000017 0.122715 0.13436000000000001 0.083345000000000016 -0.52556499999999995 -0.15121499999999996 -0.08107499999999998 0.088890000000000011 0.15799000000000005 -0.084119999999999986 0.095695000000000016 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 19 7 11 27 13 -9 18 -5 28 14 15 21 24 -11 -4 -2 -19 -1 -16 -24 -15 26 -7 -3 -13 -14
right_child=1 5 10 6 -6 25 -8 9 -10 17 -12 12 29 16 22 -17 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014466191107232642 0.0013825559281956299 0.00059849792870252604 0.001603790218595143 0.0016012878885998398 0.00064207285576082195 0.00018789521234760303 0.00070078865119458462 0.0011562469718066522 0.001859557524533315 0.001056387240653632 0.00082581631871807954 0.0013766889141693486 0.0006689833647577591 0.0010769407206523973 0.0019120044212806962 0.00192492523187423 0.0010152950300218193 0.0006424719823948169 0.0011230792502218464 0.00097592292683743953 0.00023999022146098154 0.001059594765729466 0.0011519003427495869 0.0015567849924180198 0.0014650900323272048 0.000458421176497633 -0.00032049584503152025 0.00019846389487524805 0.0010652199026425023 0.0011291897186581107
leaf_weight=39 83 24 24 71 74 55 36 42 81 20 84 238 20 21 25 21 23 128 43 29 26 55 21 1154 525 23 20 66 29 21
leaf_count=39 83 24 24 71 74 55 36 42 81 20 84 238 20 21 25 21 23 128 43 29 26 55 21 1154 525 23 20 66 29 21
internal_value=0 0.000662143 0.00145401 0.00148066 0.00102456 0.000495289 0.00128809 0.00060663 0.00152132 0.000732251 0.00103412 0.00134387 0.00128453 0.00150678 0.00153889 0.00134886 0.00143258 0.000629907 0.00129527 0.00127727 0.000574521 0.00122017 0.0015571 0.00154955 0.00145016 0.000147633 5.23243e-05 0.00030514 0.00134286 0.000904699
internal_weight=0 590 2531 2380 186 404 415 306 1965 216 151 379 308 1884 1315 115 569 174 67 112 154 94 1200 1175 546 98 75 90 267 41
internal_count=3121 590 2531 2380 186 404 415 306 1965 216 151 379 308 1884 1315 115 569 174 67 112 154 94 1200 1175 546 98 75 90 267 41
is_linear=0
shrinkage=0.00192234


Tree=3293
num_leaves=31
num_cat=0
split_feature=1 4 1 150 150 48 12 155 2 2 150 0 0 16 13 13 160 12 16 16 16 16 1203 2 3 13 3 401 12 130
split_gain=2.43442 0.417268 0.336828 0.347068 0.304225 0.287231 0.282783 0.280789 0.266879 0.229755 0.229622 0.262997 0.332795 0.21466 0.206611 0.189151 0.200863 0.186575 0.247555 0.258048 0.360583 0.248935 0.188803 0.265591 0.228532 0.182185 0.28586 0.228315 0.209102 0.181814
threshold=0.10920500000000001 0.27287000000000006 0.089625000000000024 1.0000000180025095e-35 0.085210000000000022 -1.0000000180025095e-35 -0.010834999999999999 0.10158500000000002 0.13404500000000005 0.25063000000000007 0.084680000000000019 -0.019414999999999998 -0.14051499999999997 0.13751500000000003 -0.088464999999999988 -0.083764999999999992 0.030480000000000004 0.090285000000000018 0.19444000000000003 0.083160000000000026 0.052820000000000013 0.26435500000000006 0.10250500000000001 0.090050000000000005 -0.059315 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.10022999999999999 -0.12279499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 8 6 -5 -6 -4 10 17 25 11 12 -2 -10 -8 -16 -17 29 19 20 22 -20 23 -19 -25 26 -3 28 -28 -1
right_child=1 9 3 4 5 -7 14 -9 13 -11 -12 -13 -14 -15 15 16 -18 18 21 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.024040886002941419 0.00047591995916227851 0.013884552984662997 0.0063599836296626931 -0.00027476246985332813 0.0037270789572514283 0.013790429149794909 0.0069751025325259404 0.01957803963443025 0.001783921964422094 -0.0046202172369036584 0.0043339883805490033 0.0010017110413744715 0.01351337181821366 0.014323410337158435 0.023137373442611898 0.013233491963215487 0.021058173354343582 0.018491417503847866 0.0001534230500953479 0.023445019309971702 0.00183984560192583 0.01131058605578014 0.0058557433957702456 0.012548123966843173 0.021917333375277012 -0.0021341898477478865 0.012484103061596334 -0.00502155240024885 0.0040237757923962027 0.014984005705476325
leaf_weight=20 20 34 51 33 40 68 36 22 27 24 81 23 133 22 21 325 32 116 21 25 22 115 23 307 25 28 32 20 137 1238
leaf_count=20 20 34 51 33 40 68 36 22 27 24 81 23 133 22 21 325 32 116 21 25 22 115 23 307 25 28 32 20 137 1238
internal_value=0 0.00679306 0.0136808 0.011739 0.00764372 0.0100633 0.0129808 0.0093606 0.0142808 0.00418818 0.00848595 0.0103968 0.0118091 0.0074139 0.0137965 0.0144461 0.0139349 0.0144568 0.0131658 0.0141052 0.0136316 0.00958779 0.0141824 0.0146098 0.0132536 0.00503042 0.00593001 0.00449903 0.00562573 0.015128
internal_weight=0 554 2567 606 141 108 465 279 1961 275 257 176 153 49 414 378 357 1912 654 518 493 136 471 448 332 251 223 189 169 1258
internal_count=3121 554 2567 606 141 108 465 279 1961 275 257 176 153 49 414 378 357 1912 654 518 493 136 471 448 332 251 223 189 169 1258
is_linear=0
shrinkage=0.0942322


Tree=3294
num_leaves=31
num_cat=0
split_feature=1 12 2 14 3 4 150 3 12 47 1429 1 16 4 3 130 4 13 1447 159 403 15 1446 49 1212 0 160 4 4 2
split_gain=1.9962 0.551124 0.301477 0.31141 0.297285 0.289732 0.245704 0.239179 0.308311 0.220672 0.225 0.330017 0.377282 0.188469 0.185241 0.180556 0.299343 0.174848 0.279178 1.00529 0.26975 0.391629 0.420114 0.307152 0.304394 0.254791 0.254919 0.492894 0.237821 0.219102
threshold=0.12000500000000001 0.051320000000000005 0.10855000000000002 0.08104500000000002 -0.11171999999999999 -0.17966999999999997 0.08926000000000002 0.31370500000000007 -0.42850999999999995 0.078875000000000015 0.079510000000000011 0.095950000000000021 -0.013024999999999998 0.053180000000000012 0.0022600000000000003 -0.0060099999999999989 -0.031404999999999995 -0.085384999999999975 -0.085539999999999991 -0.085489999999999997 0.104315 0.085935000000000025 0.083715000000000026 0.085970000000000005 0.037395000000000005 -0.089604999999999976 0.032695000000000009 -0.080924999999999983 -0.010024999999999997 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 15 -9 10 11 12 -7 17 -11 -2 -17 20 19 -19 21 23 24 25 -23 -3 27 -27 -29 -25
right_child=7 13 4 -5 6 9 -8 8 -10 14 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 29 -26 26 -28 28 -30 -31
leaf_value=0.014800021231456208 -0.00084267435605819775 0.01553909703403733 -0.004187514790291065 0.020270025001215674 0.0096089368262022006 0.0081380921590644226 0.0013250156028782516 0.0071122004920132946 -0.0040405385709805872 0.020315917073128291 -0.0016659184413617203 0.0044326039427740266 0.019376321095003028 0.010275892487652627 0.008713534151136822 0.015257351380775433 0.005301286861946938 0.019326445463255501 0.012508222685843296 -0.0099652888059738286 0.0083655731192931963 0.021108046517045835 0.030979444200990004 0.014370159399103858 0.0097756749126612814 0.012350623636685104 0.015819784849662503 -0.0073671145754734893 0.0063776683657153707 0.024149007012254125
leaf_weight=83 31 91 21 27 120 82 41 34 56 23 21 100 37 291 24 30 183 20 1399 20 57 55 23 48 32 59 37 22 21 33
leaf_count=83 31 91 21 27 120 82 41 34 56 23 21 100 37 291 24 30 183 20 1399 20 57 55 23 48 32 59 37 22 21 33
internal_value=0 0.0118013 0.00926436 0.0106917 0.00615088 0.00999275 0.00749937 0.00424335 0.000172718 0.00860249 0.00746885 0.00834478 0.0116323 0.0124666 0.0143913 0.00574481 0.00670355 0.0127992 0.0122906 0.00468058 0.01433 0.0151375 0.0198754 0.0134618 0.0169398 0.0117388 0.00925089 0.00686805 -0.000654546 0.0183541
internal_weight=0 2787 579 397 182 370 161 334 90 287 240 219 119 2208 47 244 213 1917 1439 40 478 421 110 311 87 230 139 102 43 81
internal_count=3121 2787 579 397 182 370 161 334 90 287 240 219 119 2208 47 244 213 1917 1439 40 478 421 110 311 87 230 139 102 43 81
is_linear=0
shrinkage=0.0923845


Tree=3295
num_leaves=31
num_cat=0
split_feature=1 2 106 14 14 0 1 3 4 12 43 39 4 4 0 48 42 52 151 1455 3 13 4 1 4 3 403 4 15 1
split_gain=1.61692 0.449059 0.297918 0.282312 0.250566 0.410182 0.430605 0.76936 0.354599 0.244082 0.316541 0.210414 0.250642 0.759736 0.27001 0.227763 0.203339 0.203052 0.215647 0.198448 0.193735 0.276265 0.190806 0.188665 0.170286 0.167516 0.228172 0.374435 0.16211 0.162892
threshold=0.12000500000000001 0.10803500000000001 0.085655000000000009 0.076975000000000002 -0.24175999999999997 -0.13027499999999997 0.081670000000000006 -0.020429999999999997 -0.0086549999999999978 0.087505000000000013 -0.083434999999999995 0.094095000000000026 -0.39518999999999993 -0.14098499999999997 -0.050064999999999991 0.091545000000000015 0.091545000000000015 -0.067494999999999986 -0.033849999999999991 -0.23681499999999997 0.31370500000000007 -0.47860499999999995 0.53859500000000016 0.11103500000000001 -0.082349999999999993 -0.083154999999999993 -0.53960999999999981 -0.078629999999999992 0.094035000000000007 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 10 -3 12 15 -14 16 -7 19 -10 -19 -15 -2 22 -22 -21 -18 -26 -27 -28 29 -5
right_child=20 9 -4 28 5 11 7 8 17 -11 -12 -13 13 14 -16 -17 24 18 -20 23 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.021270560230696359 0.005379208303923912 -0.0037715091609654408 0.0020720115902770498 0.014551141786286453 0.015009814257652111 0.017360323730278144 -0.013409380773988277 0.016897575545482869 0.0093099825906870336 0.010183786439639218 0.0072911266021065653 0.0034939775175941764 -0.0035890520432865858 0.020388265610071912 0.0035901742469058038 0.0069395159543923831 0.01781159488962248 0.006264347858943249 -0.0078503285047355764 0.012216503712454021 0.00012932099701868613 -0.0066726067441014942 0.011838423819760965 0.021396330049057968 0.0026979875650195054 0.018551365656991118 -0.0014635936930525897 0.010430720174724585 0.011827139399831064 0.025256052799451263
leaf_weight=24 244 28 30 24 43 123 20 26 34 263 163 28 30 29 36 23 24 20 20 1372 36 34 20 21 31 27 27 259 33 29
leaf_count=24 244 28 30 24 43 123 20 26 34 263 163 28 30 29 36 23 24 20 20 1372 36 34 20 21 31 27 27 259 33 29
internal_value=0 0.0110503 0.0115885 0.0117125 0.0115029 0.011396 0.006757 0.00379974 0.00724157 0.00828455 0.00566938 0.0117685 0.0118842 0.0115826 0.0118318 0.0157187 0.0119976 0.00384892 -0.00079299 0.0125187 0.0039733 0.000161727 0.00431114 0.0123549 0.00998381 0.00943769 0.0101052 0.00930783 0.0171157 0.0204085
internal_weight=0 2787 2333 2303 2217 2193 163 120 100 454 191 2030 2002 1856 1826 146 1790 74 40 1422 334 90 56 1393 368 344 313 286 86 53
internal_count=3121 2787 2333 2303 2217 2193 163 120 100 454 191 2030 2002 1856 1826 146 1790 74 40 1422 334 90 56 1393 368 344 313 286 86 53
is_linear=0
shrinkage=0.0961169


Tree=3296
num_leaves=31
num_cat=0
split_feature=1 2 9 14 0 14 3 123 12 16 15 16 13 16 130 43 4 4 2 15 4 0 16 1 158 0 16 402 0 4
split_gain=1.30971 0.363738 0.24295 0.259125 0.235122 0.386215 0.420965 0.212789 0.197706 0.281233 0.270212 0.366043 0.25999 0.30218 0.193385 0.207674 0.332867 0.178557 0.205812 0.178591 0.248009 0.208107 0.209964 0.178073 0.153386 0.172924 0.364548 0.275851 0.272338 0.37436
threshold=0.12000500000000001 0.10803500000000001 -1.0000000180025095e-35 0.054835000000000009 -0.13027499999999997 -0.10708499999999999 -0.080289999999999986 0.083965000000000012 0.087505000000000013 -0.066924999999999985 -0.026084999999999994 0.052820000000000013 -0.080759999999999985 -0.52595999999999987 -0.054004999999999991 -0.51144999999999985 -0.52556499999999995 0.40945500000000007 0.14530500000000005 -0.43375999999999998 0.51303500000000013 -0.010949999999999998 -0.40995499999999996 0.11146500000000002 0.13254500000000002 -0.076579999999999995 -0.082404999999999992 0.091090000000000018 -0.0058249999999999994 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 -1 9 12 11 -11 -3 -14 -6 -16 -17 18 -2 20 -19 22 -21 -15 25 -18 -27 28 29 -28
right_child=17 8 3 -5 14 6 -8 -9 -10 10 -12 -13 13 23 15 16 24 19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0040329969168512846 0.0084072111340972259 0.0029038451926442846 0.018366739493520818 0.015875956758096357 0.014730509453014073 -0.0069972598120944945 0.0074350167367169089 0.009534372988284804 0.0093487158818138152 -0.0028492502320338698 -0.0066423008048730392 0.014490117077174498 0.0036243296565421023 0.02378108454685585 0.0013646189097985182 0.020812381192061587 0.010997707118038987 0.013793875249389674 0.00064589208206429949 -0.0030230812404638385 0.0017572937029153417 -0.0095312385873114278 0.0094448285560835826 0.010855009071711524 0.018899829877343944 -0.0013206105080933092 -0.0053080978623333101 0.019978804979076371 0.013170277020454736 0.0083290332198017857
leaf_weight=20 109 49 25 92 117 23 125 25 263 25 30 22 24 21 23 31 1405 21 47 37 76 24 20 20 21 32 21 23 104 246
leaf_count=20 109 49 25 92 117 23 125 25 263 25 30 22 24 21 23 31 1405 21 47 37 76 24 20 20 21 32 21 23 104 246
internal_value=0 0.0101442 0.0106383 0.0107786 0.010565 0.007096 0.00519216 0.00350443 0.00760522 0.00520449 0.000627043 0.00526705 0.00829627 0.0123613 0.0108617 0.0106242 0.0107373 0.00364749 0.00606887 0.00152539 0.00436315 -0.00187293 0.00135162 0.0174757 0.0105686 0.0104731 0.0087428 0.00956014 0.00891423 0.00725645
internal_weight=0 2787 2333 2288 2196 173 148 45 454 191 77 47 114 65 2023 1906 1883 334 156 178 97 81 57 41 1852 1831 426 394 371 267
internal_count=3121 2787 2333 2288 2196 173 148 45 454 191 77 47 114 65 2023 1906 1883 334 156 178 97 81 57 41 1852 1831 426 394 371 267
is_linear=0
shrinkage=0.0980392


Tree=3297
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 43 4 1 150 2 4 11 47 0 49 11 2 3 43 12 15 4 4 13 3 13 50 4
split_gain=85.9997 9.77623 9.4775 5.75474 4.85425 4.00875 3.18333 2.65769 2.3348 1.84843 1.84668 2.07019 1.80221 1.64189 1.39853 1.72484 1.3568 1.34513 1.33144 1.08934 0.985354 0.914305 0.882365 0.95572 1.44028 0.870605 0.852027 2.00827 0.833905 0.828733
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.092550000000000007 -0.066504999999999995 0.40945500000000007 0.12656000000000003 0.09487000000000001 0.10855000000000002 -0.0086549999999999978 1.0000000180025095e-35 0.090100000000000013 -0.062294999999999996 -0.012034999999999999 0.080150000000000013 0.087470000000000006 0.095270000000000007 -0.083269999999999997 0.11734000000000001 -0.15026499999999995 -0.031404999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10217499999999997 -0.0082249999999999979 0.041865000000000006 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 7 8 13 18 14 29 11 22 21 26 25 -16 -2 -15 -1 20 -6 -8 -9 -24 -25 -3 27 -4 -7 -10
right_child=1 5 6 -5 19 28 12 10 9 -11 -12 -13 -14 17 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0007086521834666292 0.00093618118391354001 0.00060206584476695717 0.00095466164877267771 0.00069439817433678322 0.00094546074651379345 0.00013016117789350399 0.0016193857825687196 0.0020193952821367777 0.00043437485838783722 0.00031086057589341725 0.00095597954941730877 0.0010793739413263418 0.0013856485210152817 0.0022173299598837689 0.0013742850322143155 0.00066967703860233176 0.0014996732643091668 0.0017375574748008022 0.0012689497443585612 0.001167612806404578 0.0004052562194108532 0.0013267377207222069 0.0017560178471888611 0.001051987757528919 0.0016117861750079136 0.00099195814234953302 0.0016803734476104398 0.0017303207430178415 0.00055694377596846576 0.00092122471899806107
leaf_weight=22 20 76 21 74 34 75 467 22 20 82 20 28 233 39 34 22 92 53 63 39 21 45 82 24 67 31 1218 33 23 41
leaf_count=22 20 76 21 74 34 75 467 22 20 82 20 28 233 39 34 22 92 53 63 39 21 45 82 24 67 31 1218 33 23 41
internal_value=0 0.000746721 0.00157801 0.0011187 0.00130978 0.000575461 0.00163168 0.00142236 0.000685995 0.000503135 0.00152675 0.00157794 0.00152861 0.00168798 0.000846419 0.00109747 0.00139905 0.00194094 0.00112393 0.000916946 0.000739201 0.00159366 0.00164953 0.00160249 0.00146415 0.000715025 0.00166969 0.00142868 0.000230324 0.000761602
internal_weight=0 590 2531 186 422 404 2109 328 306 143 243 223 745 1364 163 56 112 92 85 94 55 512 195 173 91 107 1272 54 98 61
internal_count=3121 590 2531 186 422 404 2109 328 306 143 243 223 745 1364 163 56 112 92 85 94 55 512 195 173 91 107 1272 54 98 61
is_linear=0
shrinkage=0.00196078


Tree=3298
num_leaves=31
num_cat=0
split_feature=1 1 155 3 0 0 10 33 34 2 484 49 123 12 42 0 3 51 48 484 49 1 44 13 16 15 4 0 43 4
split_gain=1.35349 0.303189 0.267881 0.241491 0.268765 0.24041 0.238543 0.23766 0.245169 0.281608 0.30573 0.225166 0.223313 0.222088 0.272337 0.191391 0.190587 0.322828 0.197994 0.191874 0.239314 0.302018 0.178718 0.202425 0.20672 0.343907 0.173488 0.379935 0.346268 0.197479
threshold=0.10920500000000001 0.14860500000000001 0.084785000000000013 0.11924500000000002 -0.10836499999999999 -0.010949999999999998 -0.089679999999999982 0.08573500000000002 -0.010024999999999997 0.10981000000000002 -0.070054999999999992 -0.031119999999999998 0.11679000000000002 0.092255000000000018 -0.019989999999999997 0.22582000000000002 0.149315 0.11326500000000002 0.091840000000000019 0.093765000000000015 -1.0000000180025095e-35 0.12165500000000001 1.0000000180025095e-35 -0.16152999999999998 -0.55248999999999981 -0.23141499999999995 -0.37944499999999992 -0.026509999999999995 -0.088249999999999981 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 -5 -3 -1 8 -2 11 -11 -10 13 14 -12 22 17 19 -18 20 -16 -22 23 -8 -25 -26 -27 29 -29 -28
right_child=1 5 -4 4 -6 -7 15 -9 9 10 12 -13 -14 -15 16 -17 18 -19 -20 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=3.3065124822372308e-06 -0.0016887929802659599 0.0029758615869637729 0.013885437481223914 -0.0048485613638288537 0.0096813590092523528 -0.0090009230636413015 0.001527504552981491 0.015001216657778397 0.00054008584450769017 -0.0064851444406012282 -0.0035231296818874665 0.011605153891976279 -0.0044394403179898109 -0.0014470438181775221 -0.0022887309678535886 0.0015851647044802515 0.008496833252474691 0.021345668812601023 -0.0017295366706489266 0.0152970260120718 0.017288014204810215 0.0012882260215881312 0.017767380216936343 0.01995028175052091 -0.001974979781678442 0.013430586735243697 0.0011025735315810608 0.012945083556475582 -0.0022406754899796173 0.010509738467729089
leaf_weight=20 47 46 34 20 26 22 23 21 20 23 20 89 21 33 23 22 40 20 29 24 22 20 29 20 20 160 20 20 40 2147
leaf_count=20 47 46 34 20 26 22 23 21 20 23 20 89 21 33 23 22 40 20 29 24 22 20 29 20 20 160 20 20 40 2147
internal_value=0 0.00499441 0.005819 0.0101302 0.003364 -0.000898981 0.0102537 0.00521223 0.00473528 0.00552156 0.00391497 0.00957487 0.00486419 0.00570997 0.00690281 0.0103356 0.00807426 0.0105275 0.00419879 0.0080965 0.00543785 0.00966907 0.0104133 0.0103262 0.0104096 0.0103303 0.0104334 0.0102181 0.00282124 0.0104229
internal_weight=0 554 486 2567 46 68 2521 452 431 384 275 109 252 231 198 2501 178 109 69 89 65 42 2479 2450 2427 2407 2387 2227 60 2167
internal_count=3121 554 486 2567 46 68 2521 452 431 384 275 109 252 231 198 2501 178 109 69 89 65 42 2479 2450 2427 2407 2387 2227 60 2167
is_linear=0
shrinkage=0.0942322


Tree=3299
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 0 1 2 0 4 0 47 4 156 48 4 484 16 1 16 39 50 16 15 15 131
split_gain=57.0735 9.77241 5.76735 5.491 4.15361 3.09531 2.35263 2.32193 2.02251 2.27986 1.57498 1.34654 1.12597 1.07642 0.972769 0.834255 0.832473 0.805666 0.778322 0.726962 0.945535 0.713713 0.623598 0.617545 0.533306 0.527958 0.51379 0.503565 0.455288 0.436173
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.062655000000000016 0.40473500000000007 0.0061450000000000003 -0.11173999999999999 0.092845000000000025 0.17025000000000004 -0.07929499999999999 0.27834500000000006 -0.15599999999999997 0.13011000000000003 -0.17966999999999997 -0.0071349999999999998 0.093265000000000015 -0.49013999999999996 0.084750000000000006 -0.10850999999999998 0.11669000000000002 -0.018494999999999998 0.056590000000000008 0.10883000000000001 0.26435500000000006 -0.10653 0.094035000000000007 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 16 6 8 -6 9 14 -5 15 25 21 -1 -4 -3 26 19 -19 -21 -10 23 -18 -25 -11 -14 -23 -8 -2
right_child=1 2 11 10 7 -7 28 -9 13 12 -12 -13 17 -15 -16 -17 22 18 -20 20 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011997865264104807 0.001477569394476633 0.0010068339743737537 0.00036823515870025754 0.0012059663257067584 0.0012299653943036155 0.00083676649668195616 0.0018185153046407318 0.00065918853013392754 0.001360131136027936 0.001459091103206222 0.00068822339928990438 5.4471828362100621e-05 0.0018204023969384912 0.00082410504001979564 0.00068493641245098008 0.00080484806879551393 0.00077039441023829525 0.0014987689513032154 0.0010430882442417941 0.001332551685079819 0.00097800772436844405 0.0014084231883645586 0.0004986372128925543 0.00033724581749708046 0.00071013909062475188 0.0013259480502227099 0.0013866637044705375 0.0011346649113264356 0.0015229382344139203 0.0011580047021114749
leaf_weight=43 52 21 106 37 87 41 51 40 156 1019 58 49 21 23 21 20 107 93 36 431 31 31 126 30 29 129 21 155 33 24
leaf_count=43 52 21 106 37 87 41 51 40 156 1019 58 49 21 23 21 20 107 93 36 431 31 31 126 30 29 129 21 155 33 24
internal_value=0 0.000713335 0.000631364 0.00135197 0.000751114 0.00137077 0.00138031 0.00105019 0.00136807 0.00139445 0.000889871 0.00033028 0.00140752 0.00123471 0.00103085 0.000437539 0.000629762 0.00134113 0.00132248 0.0013406 0.00130876 0.00126232 0.000602643 0.000681588 0.000520532 0.00144413 0.00160353 0.00118029 0.0017024 0.00137665
internal_weight=0 691 615 2430 440 2335 2294 127 2210 1845 95 175 1781 365 64 126 313 633 591 555 462 342 292 166 59 1148 42 186 84 76
internal_count=3121 691 615 2430 440 2335 2294 127 2210 1845 95 175 1781 365 64 126 313 633 591 555 462 342 292 166 59 1148 42 186 84 76
is_linear=0
shrinkage=0.00196078


Tree=3300
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 4 47 11 47 49 1 1 2 12 151 2 12 0 10 34 2 4 376 2 11
split_gain=74.6606 8.85765 7.69162 6.0502 5.08911 3.42895 3.38392 2.84267 2.4921 1.54978 1.54288 1.16183 1.15485 1.12547 0.946599 0.935941 0.932697 0.905848 0.90279 0.901913 0.85904 0.774636 0.762892 0.755598 0.707633 0.790147 0.694409 0.64563 0.828399 0.595104
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.091475000000000015 0.13082500000000002 -0.16363499999999997 0.40124500000000002 0.11389000000000002 0.0052350000000000009 0.091680000000000011 1.0000000180025095e-35 0.077555000000000013 -0.066019999999999981 0.086105000000000015 0.10089500000000001 0.17025000000000004 0.12757000000000002 -0.082829999999999973 0.14122000000000004 0.093965000000000007 -0.13027499999999997 -0.39453499999999991 -1.0000000180025095e-35 0.13754500000000003 0.49041500000000005 0.083785000000000012 0.11362000000000001 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 9 12 17 -6 21 13 18 14 22 -1 16 -14 -9 24 29 -16 27 -5 -4 -19 -3 26 -26 28 -2 -7
right_child=1 6 5 8 7 10 -8 11 -10 -11 -12 -13 15 -15 19 -17 -18 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001631716631458184 0.0011765844274403011 0.00036654073881490926 0.0014171210716780271 0.0018994088169016869 0.0017510269895186534 0.0016836944615113583 0.0011529435129726635 0.0014531248642674487 0.00096418348702547309 0.0011463023755374016 0.0014883601968954893 0.0014413448612592703 0.0021544051109039296 0.0020257929819223787 0.0011537506364789145 0.0017101197504911848 0.00093631828883114986 0.00053404200361932021 0.0013610990024080464 0.00070044592128405117 0.00056980515344470155 0.0014965752003898926 0.0017942425847221849 5.1960842647388868e-05 0.0011323387467978047 0.00050853567599665878 0.00067885765015178727 0.00071110330229880766 0.0008887039654700042 0.0018846268844760323
leaf_weight=179 66 38 21 24 31 564 39 29 32 22 193 31 61 33 27 26 25 25 31 45 25 78 1150 25 20 55 37 34 92 63
leaf_count=179 66 38 21 24 31 564 39 29 32 22 193 31 61 33 27 26 25 25 31 45 25 78 1150 25 20 55 37 34 92 63
internal_value=0 0.000915742 0.00169029 0.00111399 0.00144865 0.00173865 0.000624592 0.00120842 0.00144159 0.00164165 0.00164252 0.00110128 0.00180367 0.00169306 0.00101762 0.00202163 0.00121386 0.000521563 0.00168773 0.000870435 0.000911696 0.00159136 0.00178748 0.000293001 0.00059775 0.000676196 0.000837974 0.000956213 0.00100896 0.00170388
internal_weight=0 590 2531 351 422 2109 239 188 134 234 851 157 1258 212 126 87 54 200 658 72 217 102 1171 50 150 112 57 192 158 627
internal_count=3121 590 2531 351 422 2109 239 188 134 234 851 157 1258 212 126 87 54 200 658 72 217 102 1171 50 150 112 57 192 158 627
is_linear=0
shrinkage=0.00196078


Tree=3301
num_leaves=31
num_cat=0
split_feature=1 4 3 376 160 49 456 150 2 149 49 0 15 16 2 0 0 42 128 4 15 12 12 1444 4 129 132 13 2 16
split_gain=1.65835 0.346366 0.261458 0.256279 0.249065 0.342789 0.351262 0.290721 0.21528 0.214104 0.232024 0.266756 0.360628 0.22884 0.213427 0.349422 0.195259 0.1843 0.227906 0.198301 0.212607 0.19265 0.275917 0.1874 0.374766 0.174878 0.194166 0.174529 0.168009 0.162201
threshold=0.10920500000000001 0.27287000000000006 -0.07359499999999998 0.083785000000000012 -0.54200499999999985 0.14705000000000004 0.060100000000000008 0.10980500000000001 1.0000000180025095e-35 0.07770500000000001 -0.0072499999999999986 -0.10474999999999998 -0.40580499999999992 -0.44310499999999992 -0.0091949999999999983 -0.070154999999999981 0.22582000000000002 -0.14723999999999998 0.11170500000000001 0.40124500000000002 -0.15914499999999995 0.092655000000000015 0.08598500000000002 -0.083894999999999983 -0.51253999999999988 0.085885000000000017 0.098600000000000007 0.01128 0.084415000000000004 -0.087874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 16 8 -4 6 7 14 -2 10 -3 13 -13 -12 15 -6 17 21 19 20 -19 22 -1 -22 -25 26 -26 -27 -28 -10
right_child=1 9 4 -5 5 -7 -8 -9 29 -11 11 12 -14 -15 -16 -17 -18 18 -20 -21 23 -23 -24 24 25 27 28 -29 -30 -31
leaf_value=0.023396974319920823 0.012346603418600654 -0.0070904293960813644 0.019201659297450584 2.0069772504297473e-05 0.013190527115257181 -0.00066199543948226717 0.022131757892490399 0.00053948684784617331 0.013002240841426184 0.012218977464691111 0.0049795148887550348 0.002948126538692016 -0.011164968239837418 0.017225669738014832 0.010822112050207194 -0.0039638256791102531 0.0031808545230265287 0.019770867443067799 0.0031562633728144931 0.0029341805809769647 0.0031518702457000673 0.025175193674257152 0.0090349086916402862 0.024149570807949449 0.012338243611174351 0.010413977814233713 0.025439061404790218 0.00042137969024375044 0.014174927287886354 0.0046651509309519187
leaf_weight=20 119 22 28 32 21 29 23 31 29 24 55 134 20 20 544 25 22 38 26 21 21 21 36 26 1475 84 20 21 35 99
leaf_count=20 119 22 28 32 21 29 23 31 29 24 55 134 20 20 544 25 22 38 26 21 21 21 36 26 1475 84 20 21 35 99
internal_value=0 0.00584153 0.011756 0.00827528 0.0101417 0.00976477 0.0102343 0.00979365 0.00934478 0.00337237 0.00252648 0.00345038 0.00111526 0.00824516 0.0102799 0.00386751 0.0123625 0.012472 0.0122674 0.0124035 0.0125191 0.0171672 0.0141642 0.0123552 0.0124716 0.0122859 0.0125515 0.00841546 0.018271 0.00655402
internal_weight=0 554 2567 279 701 673 644 621 247 275 251 229 154 75 590 46 1866 1844 1767 1741 1720 77 56 1682 1661 1635 1530 105 55 128
internal_count=3121 554 2567 279 701 673 644 621 247 275 251 229 154 75 590 46 1866 1844 1767 1741 1720 77 56 1682 1661 1635 1530 105 55 128
is_linear=0
shrinkage=0.0980392


Tree=3302
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 0 52 2 11 0 15 0 15 13 49 4 15 2 3 3 16 48 40 132
split_gain=59.3907 7.95791 7.00589 3.87948 3.7757 3.11136 2.55831 2.23009 2.14758 2.13067 1.42885 1.34749 1.26337 1.6993 1.25081 1.13125 0.996468 0.952572 0.87624 0.861182 0.842266 0.815735 1.38766 0.729238 0.703429 0.656905 0.705717 0.653999 0.644489 0.6296
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.23194499999999998 0.081010000000000013 0.10402500000000002 1.0000000180025095e-35 -0.067094999999999988 1.0000000180025095e-35 -0.13027499999999997 0.13592500000000005 -1.0000000180025095e-35 -0.012034999999999999 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.12745000000000004 -0.13309499999999996 -0.066924999999999985 0.085130000000000025 -0.077474999999999988 0.088890000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 8 14 -6 28 -10 18 -1 13 15 17 27 -16 -4 25 -11 -2 23 -23 -13 -21 -8 -27 -9 -3 -7
right_child=1 5 6 -5 7 29 10 12 9 19 -12 21 -14 -15 16 -17 -18 -19 -20 24 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019252465423628183 0.0010105670157673898 0.00067132576260455824 0.0011718996488302251 0.00079669784744643753 0.0015844550278275771 0.00026385703975079108 0.0016927071777834677 0.0013817347801811332 0.00125474255222455 0.00064951436069381717 0.0012938133528003774 0.0016890085905602891 0.001449533265468308 0.00069074576471476622 0.0015736490633098685 0.0007245798278721719 0.0020015915917572574 0.0015933035889867525 0.001125133285284652 0.00077033611614497097 0.0014545381062831618 0.0014308941755631229 0.00090611321756090869 0.0012495956621041485 0.001171558605199184 0.0015626224922941875 0.0014281743028125172 0.0010433145635979661 0.00033914415732268547 0.00063469188161514292
leaf_weight=22 20 43 21 74 31 75 71 42 42 104 156 53 23 59 35 24 52 1150 23 42 92 76 26 20 28 291 310 46 47 23
leaf_count=22 20 43 21 74 31 75 71 42 42 104 156 53 23 59 35 24 52 1150 23 42 92 76 26 20 28 291 310 46 47 23
internal_value=0 0.000809466 0.00150028 0.00114508 0.00126966 0.000654952 0.00154643 0.00109612 0.000752331 0.000858363 0.0014634 0.00146788 0.00101809 0.000960054 0.0016026 0.00110192 0.00182943 0.00158575 0.00150146 0.000762685 0.00137526 0.00141038 0.00129713 0.00156862 0.000930825 0.00151434 0.00149327 0.00120483 0.000497853 0.00035089
internal_weight=0 590 2531 186 422 404 2109 225 306 216 851 197 194 171 1258 112 87 1171 695 174 112 175 102 73 70 672 601 88 90 98
internal_count=3121 590 2531 186 422 404 2109 225 306 216 851 197 194 171 1258 112 87 1171 695 174 112 175 102 73 70 672 601 88 90 98
is_linear=0
shrinkage=0.00196078


Tree=3303
num_leaves=31
num_cat=0
split_feature=1 3 4 124 1 2 14 42 15 13 13 4 47 151 15 4 3 43 155 49 12 15 160 12 1 147 48 1 1213 2
split_gain=59.8388 11.9704 4.75254 4.55672 3.84365 3.42484 2.51858 2.16904 2.00556 1.90346 1.47999 1.51993 1.38595 1.26681 1.0343 1.26898 1.73039 1.08845 1.01374 1.01166 0.951391 0.842399 1.61561 0.78696 0.762788 0.695971 0.665669 0.621301 0.617661 0.614778
threshold=0.10337500000000001 -0.059315 0.27834500000000006 -0.076779999999999987 0.13604000000000002 0.13404500000000005 0.062655000000000016 -0.0060199999999999993 0.040760000000000005 -0.077799999999999994 -1.0000000180025095e-35 0.024790000000000003 0.13082500000000002 0.032230000000000009 -0.12255999999999999 -0.27825499999999997 -0.14989499999999997 -0.018859999999999998 0.10158500000000002 -0.054984999999999992 0.095175000000000023 -0.0072999999999999992 -1.0000000180025095e-35 0.088245000000000004 0.16540500000000002 0.092070000000000013 0.11865500000000002 0.12958500000000003 -1.0000000180025095e-35 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 7 10 6 8 -1 9 20 -3 -12 24 14 -11 17 -17 -16 19 -2 28 -18 -23 -10 -6 26 -13 29 -5 -4
right_child=1 4 27 5 12 -7 -8 -9 23 13 11 25 -14 -15 15 16 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015123260971168107 0.00098185346141430995 0.00076329952047358702 0.0012609636387251831 0.0013172614675367154 0.00047918413358855521 0.0010791487357139039 0.0019342329489731047 0.00091221739717742853 0.0017177423757523305 0.0016756155904739099 0.0013528641548884266 0.001177039596379972 0.00095898073225740403 0.00098548139576790615 0.0012284385836591907 0.0008575326781354698 0.0014550608366793525 0.0017392222326103697 0.0016820174044504218 0.0014519542980268466 0.0013001286896265776 0.00076007901060887997 0.0015482093978161906 0.001607182339955241 6.4022966167506058e-05 0.00059607789342792645 0.00073047002862676295 0.00064055021647729132 0.0016530270384582913 0.00085677075372562149
leaf_weight=39 22 193 23 22 114 49 85 57 428 85 40 33 21 21 20 22 338 81 56 88 34 20 20 587 20 23 21 25 495 39
leaf_count=39 22 193 23 22 114 49 85 57 428 85 40 33 21 21 20 22 338 81 56 88 34 20 20 587 20 23 21 25 495 39
internal_value=0 0.000929478 0.00127271 0.00157458 0.00074273 0.001592 0.00160313 0.00115601 0.00159018 0.00153441 0.000868785 0.00104279 0.00049062 0.00145867 0.00147562 0.00144169 0.00139211 0.00163808 0.00146726 0.00135793 0.00161784 0.00142322 0.00115414 0.0016538 0.00041722 0.000881714 0.00100337 0.000901494 0.00163874 0.00100671
internal_weight=0 718 253 2403 465 2307 2258 96 2173 1158 310 117 155 607 586 501 400 101 166 110 551 378 40 1015 134 77 54 87 517 62
internal_count=3121 718 253 2403 465 2307 2258 96 2173 1158 310 117 155 607 586 501 400 101 166 110 551 378 40 1015 134 77 54 87 517 62
is_linear=0
shrinkage=0.00196078


Tree=3304
num_leaves=31
num_cat=0
split_feature=1 3 15 1 4 4 51 2 16 39 150 12 2 15 16 157 2 4 4 1452 4 151 16 3 474 2 52 52 13 4
split_gain=1.9116 0.367964 0.292671 0.288045 0.340349 0.428868 0.343257 0.289118 0.303496 0.314258 0.348513 0.281761 0.358473 0.295448 0.421209 0.250766 0.21052 0.200093 0.198713 0.217577 0.297541 0.269008 0.31594 0.23574 0.27921 0.212723 0.178314 0.400786 0.176666 0.176737
threshold=0.10920500000000001 -0.053259999999999995 0.024640000000000006 0.08864000000000001 -0.17966999999999997 -0.087894999999999987 0.10614000000000001 0.090545000000000014 -0.44310499999999992 0.084405000000000008 0.081835000000000019 0.091625000000000012 0.088850000000000012 -0.0063699999999999989 -0.0057949999999999989 -0.0091799999999999989 0.31358000000000003 -0.036839999999999991 -0.026489999999999996 0.087755000000000014 -0.016304999999999997 -0.085134999999999975 -0.015314999999999997 -0.086424999999999988 0.083685000000000023 0.08647500000000001 -0.23798499999999997 -0.16675999999999999 0.0015850000000000003 -0.025314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 11 -5 -6 7 -7 -9 10 -10 13 -13 18 -15 -4 26 -2 -1 20 -20 22 -22 -24 -25 -23 -3 -28 29 -16
right_child=1 16 15 4 5 6 -8 8 9 -11 -12 12 -14 14 28 -17 -18 -19 19 -21 21 25 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.020297164283359453 0.017055026760282435 0.014140654301373455 0.023520003476069168 0.015799322767182197 -0.0041664936881026576 0.010996289624427731 0.02095955688004578 0.011432567659298971 0.0038048306676358276 0.0086350251903615349 -0.013327179789668372 -0.0014291314657488543 0.011291361144415733 -0.0022063674321519877 0.011156494805055685 0.013780141849076461 -0.0037617479285244936 0.0085912437523055496 0.0058763004296679671 0.021665815775300943 0.029566128686919154 0.017106173791454907 0.010732527208222334 0.013185480171266724 0.029567422372672486 0.011611035327265819 -0.0082823899129732155 0.0057142712575569002 0.004315271123892208 0.021574313005164658
leaf_weight=57 33 21 26 74 24 183 23 43 25 32 21 23 287 24 45 1115 26 144 43 35 21 93 40 20 20 249 21 309 20 24
leaf_count=57 33 21 26 74 24 183 23 43 25 32 21 23 287 24 45 1115 26 144 43 35 21 93 40 20 20 249 21 309 20 24
internal_value=0 0.00648174 0.0128318 0.0118954 0.00975698 0.00848309 0.0094115 0.0085378 0.0048196 0.00117398 -0.0040163 0.0128033 0.0103476 0.013905 0.00932016 0.0140021 0.00475047 0.0101692 0.0148014 0.0142001 0.0136625 0.0144182 0.0188638 0.0160545 0.0213765 0.0131053 0.00538101 0.00482357 0.0124284 0.0147801
internal_weight=0 554 2567 1426 425 351 327 304 121 78 46 1001 310 691 113 1141 377 177 578 521 486 443 101 80 40 342 351 330 89 69
internal_count=3121 554 2567 1426 425 351 327 304 121 78 46 1001 310 691 113 1141 377 177 578 521 486 443 101 80 40 342 351 330 89 69
is_linear=0
shrinkage=0.0980392


Tree=3305
num_leaves=31
num_cat=0
split_feature=1 2 0 2 106 14 44 11 43 3 9 4 0 15 48 1 4 12 0 13 12 15 1420 1429 484 15 1209 1208 1208 475
split_gain=1.56225 0.456424 0.312908 0.295274 0.264405 0.212894 0.205944 0.203616 0.203363 0.272117 0.203208 0.252088 0.315686 0.30926 0.191561 0.252044 0.337103 0.222866 0.291741 0.180685 0.239002 0.176956 0.171686 0.216862 0.399303 0.590066 0.186302 0.211358 0.241842 0.183237
threshold=0.12000500000000001 0.10252500000000002 -0.13843999999999998 0.15609500000000001 0.085655000000000009 0.076975000000000002 1.0000000180025095e-35 0.08740500000000001 -0.04890499999999999 0.11658 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.088005000000000014 0.14173500000000003 -0.046564999999999988 -0.040564999999999997 -0.07403499999999999 -0.093839999999999993 0.097325000000000009 0.094035000000000007 -0.084814999999999988 0.084770000000000012 0.073690000000000019 -0.0072999999999999992 0.083050000000000013 0.106285 1.0000000180025095e-35 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 19 5 6 7 22 -3 -10 11 14 -13 -14 17 16 -16 -2 -19 -4 -21 -7 -1 26 -25 -26 29 28 -28 -24
right_child=10 2 3 -5 -6 21 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 18 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.018891704860870828 0.01733938685226474 0.00042662159406461967 0.004979290360102551 -0.00079597570188760173 0.002775587910812768 0.019967477696638206 0.021375651137959906 0.0023776477306025521 0.01333031202002254 0.0036070741621272656 -0.0031675286287566411 0.010296764472161274 0.0021363021489821678 -0.010470260894810441 0.016951953490914239 -0.0054715426199123023 0.0016688375266643292 -0.00042091190989212919 0.011789324912048418 0.013480050120367956 0.0087386665015919286 0.010628443531370067 0.016096118866998025 0.013705046710920559 0.0099197164331380656 -0.010528733282074326 0.014617549312033828 0.0082011440686515936 0.025091387170742885 0.01129872089794313
leaf_weight=30 27 55 47 22 30 53 20 22 45 65 32 28 64 25 20 21 40 29 48 212 183 29 77 47 32 22 94 33 26 1643
leaf_count=30 27 55 47 22 30 53 20 22 45 65 32 28 64 25 20 21 40 29 48 212 183 29 77 47 32 22 94 33 26 1643
internal_value=0 0.011072 0.00879372 0.0100721 0.0117361 0.0118624 0.01167 0.0115742 0.00519872 0.00758476 0.00411572 0.00488745 0.00139552 -0.00140487 0.00709586 0.00359124 0.00676321 0.00982543 0.00719066 0.0106131 0.0112834 0.0166646 0.0116751 0.0115655 0.00722709 0.00158887 0.0117994 0.0150135 0.0168869 0.0115135
internal_weight=0 2787 629 464 2158 2128 2046 2026 165 110 334 302 117 89 185 81 60 104 77 442 395 82 2004 1974 101 54 1873 153 120 1720
internal_count=3121 2787 629 464 2158 2128 2046 2026 165 110 334 302 117 89 185 81 60 104 77 442 395 82 2004 1974 101 54 1873 153 120 1720
is_linear=0
shrinkage=0.0961169


Tree=3306
num_leaves=31
num_cat=0
split_feature=1 2 4 1 0 97 12 3 12 14 14 11 3 43 16 48 3 15 11 41 1455 4 1 50 3 160 13 1 50 403
split_gain=1.26542 0.369703 0.266003 0.24408 0.322899 0.217619 0.196528 0.185845 0.214675 0.171928 0.177811 0.198069 0.169567 0.164422 0.23284 0.371101 0.215879 0.192395 0.161139 0.198629 0.158596 0.158568 0.156052 0.312029 0.664866 0.662018 0.218927 0.206471 0.181458 0.195625
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 0.084785000000000013 -0.026509999999999995 -0.083924999999999986 0.11734000000000001 0.31370500000000007 -0.42850999999999995 0.076975000000000002 -1.0000000180025095e-35 0.085155000000000022 0.12745000000000004 -0.00045499999999999995 -0.48836499999999994 0.084670000000000009 0.11658 -0.031204999999999997 0.075910000000000019 0.079885000000000025 0.085560000000000011 0.36766000000000004 0.077565000000000009 0.083090000000000011 -0.096544999999999978 -0.054789999999999998 -0.088464999999999988 0.085110000000000005 0.088535000000000016 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 6 -1 20 12 -9 10 -7 22 -2 14 -5 -16 21 -18 -11 -20 -4 -15 -12 24 25 -24 -26 -25 -29 -30
right_child=7 2 3 13 -6 9 -8 8 -10 18 11 -13 -14 16 15 -17 17 -19 19 -21 -22 -23 23 27 26 -27 -28 28 29 -31
leaf_value=0.0028734370177657086 0.0039873566953441721 0.013038785183875808 0.010643944654478491 0.0085264292319348622 0.00042634699488574055 0.018775624340346721 0.0040030281570758303 0.0061154359376386688 -0.0037604967955677934 0.0090952780464300213 0.01134847038190093 0.0011442760814304781 0.010770536738125513 0.015826384657003378 -0.010128984793874562 0.0051123500227468425 0.0062811908134665605 -0.0049207726055208378 0.023153740656741997 0.01112736934636605 0.01979627538479262 0.0065925007671035372 -0.016576261314399099 0.020365052692153874 0.0022497560907735791 0.0063020509068608503 0.010116770160406881 0.019927076768411812 0.0037647625194276099 0.011618344933850326
leaf_weight=33 201 89 202 32 36 26 40 34 56 27 1302 21 43 33 28 34 56 20 33 22 20 39 20 26 38 31 323 21 36 199
leaf_count=33 201 89 202 32 36 26 40 34 56 27 1302 21 43 33 28 34 56 20 33 22 20 39 20 26 38 31 323 21 36 199
internal_value=0 0.0101641 0.00807263 0.00725414 0.00913246 0.0107738 0.0103287 0.00377823 -2.95889e-05 0.0108964 0.0107198 0.0106159 0.00518275 0.00494117 0.00173462 -0.00177083 0.00697777 0.00333331 0.0152981 0.0183432 0.0114685 0.0108247 0.0107156 0.00952822 0.00780836 -0.00266984 0.00928866 0.0120409 0.0111955 0.0104152
internal_weight=0 2787 629 540 298 2158 262 334 90 2125 2043 2017 244 242 94 62 148 76 82 55 222 72 1996 694 412 51 361 282 256 235
internal_count=3121 2787 629 540 298 2158 262 334 90 2125 2043 2017 244 242 94 62 148 76 82 55 222 72 1996 694 412 51 361 282 256 235
is_linear=0
shrinkage=0.0980392


Tree=3307
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 39 2 457 484 160 0 11 12 41 43 10 2 4 0 48 43 151 472 15 16 1213 48 52 51 133
split_gain=1.02721 0.390077 0.341987 0.263642 0.226446 0.198434 0.175318 0.173788 0.167378 0.252107 0.166882 0.163278 0.241719 0.208298 0.201672 0.160154 0.208661 0.159671 0.249186 0.211111 0.19568 0.173201 0.148544 0.148301 0.142259 0.218236 0.209196 0.162689 0.245222 0.231242
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 0.08456000000000001 -0.033169999999999991 0.29113500000000009 0.096415000000000015 -1.0000000180025095e-35 0.062580000000000011 1.0000000180025095e-35 0.09320500000000001 0.083035000000000012 -0.093959999999999988 1.0000000180025095e-35 0.116525 -0.49013999999999996 -0.026509999999999995 -0.098424999999999985 -0.088704999999999992 0.26665000000000005 -1.0000000180025095e-35 -0.082809999999999981 0.042200000000000008 -0.051744999999999992 0.11714000000000001 -0.53964499999999982 -0.10942499999999998 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 7 -7 11 9 -6 -8 17 13 -13 -14 16 -11 -1 19 -19 -20 24 -16 -3 26 -26 -21 28 -27 -29
right_child=3 23 -4 -5 8 6 10 -9 -10 15 -12 12 14 -15 22 -17 -18 18 20 21 -22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=0.013724279671054234 -0.0041677533812524686 0.0068432945798712922 -0.0024927982125793908 0.012422700889110088 0.0094823847257245412 -0.00062163914987756739 0.0087222790082398111 0.0015304827298546517 -0.0040400752455742551 0.0081772255060446192 -0.00068106422299848242 0.017969359521954581 0.0002076082716734277 0.0069449200076135221 0.0061799271101021982 -0.0034933683912531923 0.0011011940825808061 0.018990584518111496 0.011143453931906308 0.0096314695354295567 0.00023175211870988524 0.00062019950783298984 0.015281222847050427 -0.0017423199431386613 -0.0014060983284975973 0.019762201158926601 0.018859674614177216 0.0094664679480103795 0.0082136983085612514 0.0036227825219278089
leaf_weight=75 39 34 23 28 66 29 136 25 24 63 20 76 20 20 30 33 99 21 22 1708 49 21 37 41 23 26 23 157 49 104
leaf_count=75 39 34 23 28 66 29 136 25 24 63 20 76 20 20 30 33 99 21 22 1708 49 21 37 41 23 26 23 157 49 104
internal_value=0 0.00898707 0.00917742 0.00347463 0.00270134 0.00927791 0.00624098 0.00950391 0.00364133 0.00434766 0.00751672 0.00958491 0.0123471 0.0156726 0.00867765 0.00260976 0.00385298 0.00936301 0.00921453 0.00940108 0.00361284 0.00930568 0.011206 0.00214983 0.00939295 0.00765168 0.00975409 0.00827171 0.0122172 0.00713795
internal_weight=0 2769 2694 352 324 2671 185 2486 285 261 156 2461 183 96 87 195 162 2278 2203 2132 71 2111 67 75 2090 359 1731 336 75 261
internal_count=3121 2769 2694 352 324 2671 185 2486 285 261 156 2461 183 96 87 195 162 2278 2203 2132 71 2111 67 75 2090 359 1731 336 75 261
is_linear=0
shrinkage=0.0961169


Tree=3308
num_leaves=31
num_cat=0
split_feature=1 52 39 1 4 2 2 14 3 1 2 4 2 0 15 12 2 4 15 3 15 40 12 52 4 1 10 15 16 0
split_gain=93.2833 10.9192 9.58883 8.0021 6.08866 4.30537 4.07847 3.35775 3.06604 2.88547 2.60986 2.33675 2.02184 1.55445 1.71197 1.47944 1.40089 1.26943 1.21956 1.18493 1.17785 1.05533 0.973521 1.80613 0.868258 0.811035 0.70635 0.685976 0.664835 0.654237
threshold=0.10752500000000002 -0.40306999999999998 0.056590000000000008 0.12408500000000001 0.36766000000000004 0.10803500000000001 0.10188000000000001 0.076175000000000007 -0.022174999999999997 0.09253500000000002 0.17025000000000004 0.40945500000000007 0.13754500000000003 -0.10096999999999999 -0.12255999999999999 0.09141500000000001 0.094835000000000017 -0.49405499999999997 0.084195000000000006 0.30112000000000005 -0.0072999999999999992 -1.0000000180025095e-35 0.087505000000000013 -0.075329999999999994 -0.52556499999999995 0.085345000000000018 -0.38124499999999995 -0.059484999999999989 -0.066924999999999985 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 8 7 13 -3 16 11 19 17 14 -1 24 -4 -8 20 21 25 -5 23 -19 -15 -16 -12 -18 -17 -26
right_child=1 3 9 10 -6 -7 12 -9 -10 -11 26 -13 -14 15 18 28 27 22 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0019311795256384949 0.0016432156356481404 0.0015289425265555287 0.0018548502057206396 0.00063368557877894799 0.0009502550846112683 0.00074721297872108695 0.0018201162398251052 0.0021229517388447697 0.00082939659334745411 0.00092977211814126775 0.00025329055273185685 0.00039736365734677556 0.0010783777726694711 0.0021498520101935867 0.0016493149082678969 0.0017119710673356905 0.0014944623117251774 0.00086777035494675875 0.0018419872545728496 0.00041576934004710476 0.00096699677007582485 0.0011411202733414064 0.0015612249282070311 0.0015747041506244536 0.0017821323133926411 0.0012902512923685095 -0.00021109861819365737 0.00099793888555437904 0.001570981614553412 0.0016352792202417013
leaf_weight=35 52 63 24 26 43 162 60 81 39 84 34 132 37 23 46 277 23 24 25 22 23 40 248 33 1002 51 20 20 240 132
leaf_count=35 52 63 24 26 43 162 60 81 39 84 34 132 37 23 46 277 23 24 25 22 23 40 248 33 1002 51 20 20 240 132
internal_value=0 0.000785212 0.00165099 0.000702282 0.00168139 0.000945903 0.00169484 0.00173218 0.00126147 0.00117185 0.000467553 0.000562362 0.00151513 0.00171511 0.00154196 0.00173372 0.00147534 0.0015594 0.00144801 0.000809859 0.00136594 0.000941222 0.00150812 0.00127705 0.00177269 0.00146053 8.12946e-05 0.00126352 0.00164652 0.00176504
internal_weight=0 590 2531 538 2380 264 2337 1935 102 151 274 220 402 1854 180 1674 67 365 145 88 120 66 305 57 1157 97 54 43 517 1134
internal_count=3121 590 2531 538 2380 264 2337 1935 102 151 274 220 402 1854 180 1674 67 365 145 88 120 66 305 57 1157 97 54 43 517 1134
is_linear=0
shrinkage=0.00196078


Tree=3309
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 1 3 48 49 39 51 132 1 3 3 3 0 31 2 0 16 3 4 156
split_gain=65.4188 10.8075 5.49533 5.13831 3.95046 3.32958 2.57474 2.20804 1.95862 1.73178 1.52387 1.23678 1.94364 1.10359 1.00336 0.814033 0.793681 0.747418 0.97102 0.745225 0.717959 0.823612 0.794682 0.71117 0.755976 0.681269 0.924178 0.659338 0.655853 0.629856
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 0.10613000000000002 0.14960000000000004 0.09253500000000002 0.062655000000000016 0.080270000000000022 -0.12018999999999998 -0.015314999999999997 -0.054984999999999992 0.096625000000000016 0.11144500000000002 0.088890000000000011 0.15799000000000005 -0.14186499999999996 0.149315 -0.017889999999999996 -0.22491999999999998 -0.077289999999999984 -0.13033999999999998 -0.12333499999999999 -0.088909999999999989 -0.10217499999999997 0.0067750000000000006 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 23 -8 13 -4 11 16 -13 -7 -2 20 29 18 -6 -15 21 -9 -23 -3 -25 26 -14 -21 -27 -1
right_child=1 4 9 -5 17 8 7 15 -10 -11 -12 12 25 19 -16 -17 -18 -19 -20 27 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0017038690120872882 0.0010901711595332837 0.00072820709225824849 0.0014831614996937146 0.00085536104900437219 0.00040784677175170812 0.0011476369771887273 0.0012696700232859618 0.00063263019904151289 0.00096873913022098139 0.00093405985357770287 0.0019559413882692276 0.0010812167309565482 0.0010890744164433624 0.0016983766822968175 0.0015369400326503654 0.00053591112167957952 0.0013695149367151697 0.0006773534026640036 -9.6673011521845328e-05 0.0012239692128853859 0.0006842513100352597 0.00081615271938949069 0.0011927863452531376 0.00057113913999592633 8.8025089535935251e-05 0.0016432087930038956 0.0016195308865786266 0.0015218095835542187 0.0013830525475446828 0.0014494140886703046
leaf_weight=912 23 43 34 84 55 30 54 23 26 63 62 30 23 90 121 32 30 23 20 30 51 35 56 33 20 408 28 602 41 39
leaf_count=912 23 43 34 84 55 30 54 23 26 63 62 30 23 90 121 32 30 23 20 30 51 35 56 33 20 408 28 602 41 39
internal_value=0 0.000893629 0.00158389 0.00124076 0.000715771 0.00160276 0.000813951 0.000918406 0.00149784 0.00112653 0.00165466 0.00164229 0.00156597 0.00151613 0.00146558 0.000822121 0.00168353 0.000368135 0.000273308 0.00153144 0.000877628 0.000964139 0.00104793 0.000540844 0.000388832 0.00159506 0.00138031 0.00150767 0.00161945 0.00169343
internal_weight=0 673 2448 228 445 2351 347 251 778 97 1573 1511 530 752 144 197 981 98 75 722 165 114 91 96 53 500 51 632 449 951
internal_count=3121 673 2448 228 445 2351 347 251 778 97 1573 1511 530 752 144 197 981 98 75 722 165 114 91 96 53 500 51 632 449 951
is_linear=0
shrinkage=0.00196078


Tree=3310
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 10 2 3 16 52 0 12 11 43 16 16 159 129 1 48 51 4 12 42 16 455 49 394 51 43
split_gain=1.39044 0.391126 0.275013 0.321269 0.203153 0.202007 0.18425 0.306909 0.176082 0.168904 0.166538 0.162653 0.200057 0.329582 0.19726 0.266114 0.576381 0.188111 0.193674 0.173961 0.164293 0.241001 0.159109 0.24688 0.1565 0.151021 0.141098 0.184106 0.193743 0.180447
threshold=0.10337500000000001 -0.077354999999999993 0.14262000000000002 0.081930000000000017 0.40124500000000002 -0.062879999999999978 0.10444500000000002 -0.14477499999999996 0.5136400000000001 -0.037344999999999996 -0.074479999999999977 0.11734000000000001 1.0000000180025095e-35 -0.20207499999999998 0.0057500000000000008 0.066275000000000014 0.088800000000000004 0.11234000000000001 0.095695000000000016 0.081275000000000014 -1.0000000180025095e-35 -0.064054999999999987 0.12477500000000001 -0.05332499999999999 0.19444000000000003 0.088555000000000009 -0.008964999999999999 -0.16013499999999997 0.11548000000000001 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 8 11 -4 10 9 -3 -8 -2 12 14 -14 17 16 20 18 25 -20 -16 -22 -13 -24 -17 26 -1 -28 -29 -30
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 -12 22 13 -15 15 24 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0092206067992337097 0.019002390000276505 0.004654816233292643 -0.0082014014765142123 0.017929848420488483 0.0016873182169429015 0.0024064437803805474 0.013242582545853129 -0.0037309161694346468 0.013501999311415894 0.0047534410492127335 0.010185227000860057 0.00015788972020161404 0.0036356088559271076 0.017388704699352803 0.016136056722692249 0.014473993091435072 -0.0094431636282821096 0.020574641774230885 0.01079389133864082 0.00209568789001234 0.0097823025161352817 -0.0023278874451370911 0.018481749219491202 0.0050843070836409055 0.0094992138703705147 0.019416826285628807 0.0032456739105360434 0.012337619795223806 0.011201598717478578 2.9128374687085554e-05
leaf_weight=211 29 361 22 20 22 80 50 21 23 41 71 24 20 103 21 80 21 22 51 39 56 22 20 39 253 24 23 1295 33 24
leaf_count=211 29 361 22 20 22 80 50 21 23 41 71 24 20 103 21 80 21 22 51 39 56 22 20 39 253 24 23 1295 33 24
internal_value=0 0.00614834 0.00466723 0.00581567 0.0110652 0.000118477 0.00968345 0.00695242 0.00518473 0.0094178 0.0127422 0.0111518 0.0113058 0.0151524 0.0110883 0.00926792 0.00530955 0.0115672 0.0114506 0.00702467 0.00843892 0.00636661 0.0068881 0.00962581 0.0106944 0.011698 0.0115812 0.0119434 0.0120914 0.0064974
internal_weight=0 718 506 404 2403 102 212 112 384 91 100 2381 2298 123 2175 453 120 1722 1700 90 99 78 83 59 333 1610 1586 1375 1352 57
internal_count=3121 718 506 404 2403 102 212 112 384 91 100 2381 2298 123 2175 453 120 1722 1700 90 99 78 83 59 333 1610 1586 1375 1352 57
is_linear=0
shrinkage=0.0980392


Tree=3311
num_leaves=31
num_cat=0
split_feature=1 2 0 2 4 9 123 14 15 156 0 16 14 2 2 15 52 44 41 42 1446 1424 1 0 3 16 12 133 50 0
split_gain=1.13809 0.324484 0.24276 0.211404 0.198788 0.195999 0.196654 0.189522 0.165151 0.157956 0.30898 0.377792 0.343127 0.233869 0.302991 0.200956 0.199905 0.155934 0.175002 0.190823 0.172507 0.150889 0.152473 0.315707 0.382015 0.296593 0.374872 0.234064 0.438205 0.404072
threshold=0.12000500000000001 0.10252500000000002 -0.13843999999999998 0.15609500000000001 0.42642000000000008 -1.0000000180025095e-35 0.083965000000000012 0.054835000000000009 0.094035000000000007 0.10339000000000002 -0.0058249999999999994 -0.11118499999999999 -0.072219999999999993 0.116525 -1.0000000180025095e-35 -0.026084999999999994 -0.013374999999999998 1.0000000180025095e-35 0.082095000000000015 0.089905000000000013 0.11581000000000001 1.0000000180025095e-35 0.080270000000000022 -0.13027499999999997 -0.0037349999999999996 0.19444000000000003 0.092355000000000007 0.024320000000000005 0.089465000000000017 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 17 -9 10 12 -12 16 14 -14 -15 -2 18 20 -20 21 22 25 24 -24 -7 -27 -25 29 -29
right_child=9 2 3 -5 -6 7 -8 8 -10 -11 11 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=-0.0034886126648452065 0.0044681424019383451 0.0030647334026351982 0.009244716203794752 -0.00060203566225062977 0.013075277927591434 0.010939996032438018 0.0095542511275019861 0.017882358191658541 0.0089910849640210695 0.010319513865302202 0.0035167518610831 -0.012681549568386638 -0.00034674249938456401 0.001634434956443151 0.011267197176508204 -0.008682489606237416 0.0168614160166622 0.018506859612662473 0.010366398663095692 -0.0031766199835521333 0.019204021970211874 0.018523777127448546 -0.0085379546342972401 0.010558455392942426 0.0072190784830965258 0.01037439740591203 -0.0039049298989470883 0.0079900836325921473 0.010445580140419696 -0.009849170394253046
leaf_weight=20 22 143 442 22 22 1217 25 57 31 30 31 25 38 86 50 23 29 21 20 20 20 20 21 439 50 43 30 23 75 26
leaf_count=20 22 143 442 22 22 1217 25 57 31 30 31 25 38 86 50 23 29 21 20 20 20 20 21 439 50 43 30 23 75 26
internal_value=0 0.00958873 0.0076293 0.00877784 0.00439947 0.0101598 0.00375742 0.0102962 0.0147502 0.00353262 0.00286286 -0.00371463 0.0043481 0.00249263 0.00625209 -0.000542531 0.0115153 0.0101026 0.0100146 0.00359489 0.0101453 0.0100521 0.00996406 0.00871913 0.00255855 0.0105759 0.00450618 0.00949605 0.00573477 -0.00147564
internal_weight=0 2787 629 464 165 2158 45 2113 88 334 304 56 248 197 88 109 51 2025 2004 40 1964 1944 1924 634 71 1290 73 563 124 49
internal_count=3121 2787 629 464 165 2158 45 2113 88 334 304 56 248 197 88 109 51 2025 2004 40 1964 1944 1924 634 71 1290 73 563 124 49
is_linear=0
shrinkage=0.0980392


Tree=3312
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 106 44 39 13 4 3 16 483 48 4 1 3 1453 1204 159 480 13 1186 13 43 43 479 16 479 482
split_gain=0.927903 0.356903 0.270679 0.226679 0.17601 0.167592 0.187665 0.184389 0.416608 0.163661 0.267266 0.472652 0.241799 0.22519 0.24166 0.170494 0.247021 0.240221 0.17467 0.164752 0.227851 0.161808 0.158667 0.155338 0.200732 0.1659 0.151264 0.332281 0.292408 0.16077
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 0.085655000000000009 0.081805000000000017 0.10076500000000001 0.27266500000000005 -0.082769999999999982 0.092670000000000016 -0.059624999999999991 0.086010000000000017 0.093265000000000015 -0.51843499999999987 0.098700000000000024 -0.088494999999999976 -0.092059999999999989 -0.08725999999999999 -0.085489999999999997 0.085075000000000026 0.14871000000000004 0.060550000000000007 -0.066634999999999986 -0.081154999999999991 -0.079584999999999975 0.098035000000000011 -0.040964999999999994 0.07839500000000002 0.11816500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 8 9 12 15 -12 13 14 -1 17 -17 -11 -19 -16 22 -9 -21 24 -18 -25 28 -28 29 -20
right_child=3 -3 -4 -5 -6 -7 -8 21 -10 10 11 -13 -14 -15 19 16 23 18 26 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.018360757789854906 -0.0035325600330231377 0.0019396328182651589 -0.0017207161349009354 0.011537605452865425 0.0033521654284710115 0.0017251270074239364 0.01563079951511348 0.0071323128267831845 0.021203709605140258 -0.0016336068342719479 0.0099536144475945668 -0.0071462236733735767 0.019534028645897983 0.0012788247583666625 0.017262574055929257 -0.0030192477547666382 0.018048635266484536 0.017892107016971623 0.0087043806851943364 0.0092702189219620867 -0.00078558278570078043 -0.003650399064233398 0.016843221063912783 0.00069898974532163829 0.0074669618409667808 0.0083781991228800822 0.012872198845271661 -0.0034735316444159552 0.018931914933876984 0.016189099529830157
leaf_weight=31 39 75 23 28 285 31 37 36 25 20 32 28 24 28 25 25 22 20 1469 479 20 20 27 51 67 53 20 27 27 27
leaf_count=31 39 75 23 28 285 31 37 36 25 20 32 28 24 28 25 25 22 20 1469 479 20 20 27 51 67 53 20 27 27 27
internal_value=0 0.00847968 0.00866176 0.00324048 0.00252345 0.00875116 0.00883366 0.00873705 0.008857 0.00873461 0.00828592 0.00197369 0.0100708 0.00969843 0.0101035 0.00849311 0.0059705 0.00883468 0.00896635 0.00963894 0.0092766 0.00328134 0.00967431 0.00713497 0.0100827 0.00461243 0.00885265 0.0034821 0.00901839 0.00883947
internal_weight=0 2769 2694 352 324 2671 2640 2603 2547 2522 1888 60 634 610 582 1828 218 1610 1590 551 526 56 506 193 89 104 1570 47 1523 1496
internal_count=3121 2769 2694 352 324 2671 2640 2603 2547 2522 1888 60 634 610 582 1828 218 1610 1590 551 526 56 506 193 89 104 1570 47 1523 1496
is_linear=0
shrinkage=0.0961169


Tree=3313
num_leaves=31
num_cat=0
split_feature=4 3 2 39 12 12 52 159 3 12 13 1 4 457 0 3 2 2 34 1375 151 4 14 1 15 483 42 13 402 0
split_gain=0.75558 0.310112 0.220562 0.171101 0.174282 0.170317 0.168281 0.250312 0.167832 0.179475 0.259431 0.488466 0.226579 0.253779 0.231969 0.3058 0.166432 0.434156 0.195054 0.165213 0.36595 0.164724 0.163614 0.278732 0.157962 0.157006 0.1297 0.174145 0.125872 0.237865
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 -0.010834999999999999 0.11734000000000001 0.039215000000000007 0.10620500000000001 -0.13309499999999996 1.0000000180025095e-35 -0.117405 0.14627000000000004 0.41816000000000003 0.091015000000000013 -0.096374999999999975 -0.0025099999999999996 -0.0091949999999999983 0.094835000000000017 -0.085489999999999997 -0.16449999999999998 -0.044604999999999992 0.0052350000000000009 0.019675000000000002 0.085605000000000014 0.089295000000000013 0.13667500000000002 0.089390000000000011 0.06370000000000002 0.090595000000000023 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 19 8 -8 26 10 -10 12 13 -12 -14 -16 18 21 -5 20 -6 -18 25 24 -24 28 27 -2 -21 -30
right_child=6 -3 -4 4 5 -7 7 -9 9 -11 11 -13 14 -15 15 -17 17 -19 -20 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.01597666112266391 0.015114145375270548 0.0015029390397567424 -0.0015796174534230484 0.0074026452503282228 0.010797295029428356 0.0041908219903602079 0.0096295240736413157 -0.00076964380437572139 0.0086154565945559848 -0.0081620823172808919 -0.012046855216955438 -0.014709272494941366 0.01131901736359806 0.0032121368011321923 0.0077058572153721125 -0.0076777280906956879 0.020218615118091546 0.0031540089953306359 -0.0045133318756762969 0.0080021028001364489 -0.007335553027908592 0.0089551843713328444 0.01348664472107867 0.022831373911935328 0.0036707256016485484 0.016769403456966807 0.00037766047844699783 0.0027658335036701625 0.0091921782536031667 0.018592734990057116
leaf_weight=26 23 73 23 23 23 97 73 32 38 21 20 20 32 22 27 23 24 99 31 1954 20 26 40 20 26 21 25 21 188 30
leaf_count=26 23 73 23 23 23 97 73 32 38 21 20 20 32 22 27 23 24 99 31 1954 20 26 40 20 26 21 25 21 188 30
internal_value=0 0.00780732 0.00797963 0.00806266 0.00798418 0.00821573 0.00312648 0.00646025 0.00183955 0.000419739 0.00140995 -0.000491504 0.00180168 -0.00405405 0.00480096 0.000629408 0.005225 0.00691496 0.000561992 0.00838387 0.00236341 0.0143616 0.00849746 0.0126922 0.00961977 0.00833296 0.00601666 0.00922063 0.00825139 0.0104858
internal_weight=0 2744 2671 2648 2622 2419 377 105 272 203 182 144 124 42 82 50 203 149 54 2322 43 50 2279 86 66 2193 69 44 2172 218
internal_count=3121 2744 2671 2648 2622 2419 377 105 272 203 182 144 124 42 82 50 203 149 54 2322 43 50 2279 86 66 2193 69 44 2172 218
is_linear=0
shrinkage=0.0980392


Tree=3314
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 4 132 0 2 47 15 2 10 0 4 156 3 14 0 12 40 0 3 160 0 2
split_gain=45.2941 6.00707 4.83572 4.22962 2.7963 1.98275 1.95607 1.95053 1.76832 1.13011 1.07098 0.835483 0.8477 0.785758 0.768714 0.655884 0.642562 0.727134 0.604752 0.600543 0.802212 0.562407 0.739634 0.524034 0.478364 0.473316 0.585947 0.473277 0.740287 0.463699
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 -0.16363499999999997 0.13082500000000002 0.40124500000000002 0.033845000000000007 0.082150000000000015 -0.067094999999999988 0.10252500000000002 0.077555000000000013 0.13592500000000005 0.14122000000000004 -0.062879999999999978 -0.067624999999999977 0.27834500000000006 0.093155000000000002 0.092670000000000016 0.076175000000000007 -0.13455999999999999 0.093965000000000007 -0.074429999999999982 -0.08867499999999999 -0.047929999999999993 -0.04016999999999999 -0.064754999999999993 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 21 -6 16 23 14 13 12 24 19 25 -2 17 -3 -18 20 29 22 -4 -5 -8 -7 27 28 -27 -1
right_child=1 7 5 8 6 9 11 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001582967482970905 0.00078766289517778775 0.00048533719323993606 0.0010868322515923284 0.0015713438306466426 0.001438364763446694 0.0015153433149680496 0.00096381793580722615 0.00091601188293184807 0.00078966832381910552 0.001186361375855697 0.00087548445946737826 0.00059236975892835639 0.00082236634229418653 0.0016282116931177501 0.0010087763028376548 0.0004500238582784054 0.00072587271755775152 7.5225707362679872e-06 0.00043180728776483061 0.0016196701865570217 0.0009919124980905063 0.0016640411375863804 0.0014500224770075038 0.0012400169941597155 0.0013199614241286013 0.0013232323730779717 0.0010335319794637927 0.0013945746736358311 0.00091901596964282146 0.0012753089414872607
leaf_weight=23 192 24 22 24 31 80 29 39 32 171 20 28 71 33 23 25 35 25 116 20 34 46 1073 78 29 135 21 518 20 104
leaf_count=23 192 24 22 24 31 80 29 39 32 171 20 28 71 33 23 25 35 25 116 20 34 46 1073 78 29 135 21 518 20 104
internal_value=0 0.000754645 0.00135793 0.000917906 0.00116633 0.00139627 0.000988262 0.000514878 0.00119181 0.001331 0.0013094 0.000899388 0.000966028 0.00134995 0.00136203 0.000748764 0.000436657 0.000241554 0.000499968 0.00129922 0.00125941 0.00145165 0.00144273 0.00131798 0.00114189 0.00137253 0.00135607 0.00136613 0.00127108 0.00133103
internal_weight=0 590 2531 351 422 2109 188 239 134 968 234 157 129 214 797 217 200 49 151 181 161 1141 1095 102 58 774 694 673 155 127
internal_count=3121 590 2531 351 422 2109 188 239 134 968 234 157 129 214 797 217 200 49 151 181 161 1141 1095 102 58 774 694 673 155 127
is_linear=0
shrinkage=0.00196078


Tree=3315
num_leaves=31
num_cat=0
split_feature=1 2 454 4 3 3 2 13 49 157 15 3 132 15 1424 454 3 9 150 149 16 48 4 1429 1 14 49 52 42 2
split_gain=0.777754 0.219027 0.200292 0.151813 0.185891 0.301557 0.208138 0.164298 0.160629 0.146136 0.144352 0.138863 0.203465 0.198535 0.138485 0.138304 0.137623 0.129157 0.170893 0.156389 0.222254 0.323526 0.225428 0.209967 0.51574 0.19977 0.192012 0.299487 0.190274 0.188989
threshold=0.12000500000000001 0.10252500000000002 -0.037229999999999992 -0.49405499999999997 -0.10217499999999997 -0.14847999999999997 0.11548000000000001 -0.090639999999999984 -0.088694999999999982 0.11779500000000001 -0.0040799999999999994 0.31370500000000007 0.10613500000000002 -0.40580499999999992 1.0000000180025095e-35 -0.082299999999999984 -0.065229999999999996 -1.0000000180025095e-35 0.080470000000000014 0.079625000000000015 0.19444000000000003 0.093265000000000015 -0.49013999999999996 0.084770000000000012 0.080270000000000022 0.054835000000000009 -0.008964999999999999 -0.14715499999999998 0.083995000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 5 6 -5 10 -9 16 -6 -2 13 -13 15 -1 -10 18 -17 20 23 22 -22 25 -25 26 29 28 -28 -19
right_child=11 2 3 4 7 -7 -8 8 9 -11 -12 12 -14 -15 -16 17 -18 19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.015887230304646262 0.0040666132326205862 -0.0026682389752217752 0.010902853376358362 0.010296097085024717 0.0053059504717180407 -0.0081259910200134552 8.2841220473827334e-05 0.015144230528316944 0.0097411101516818813 -0.00080623864185955371 -0.0042524252134910085 0.0034355147386943429 0.0067655213781953839 -0.0073218497200804415 0.015777645143195265 -0.0021742608108427605 0.0059087431087357992 -0.0017196174935561095 0.0095122094189090903 0.01524742855785078 0.012179841652782788 -0.0062387011926183034 0.0038706727644877842 0.0077585950014219425 -0.0094847773095250339 0.013295397640608123 0.020695187611987107 0.0084477798450545653 0.010305067282276526 0.0067820613107242413
leaf_weight=20 244 22 62 34 47 20 37 23 141 20 20 25 26 39 21 25 203 26 20 27 41 21 99 67 20 75 29 1416 34 217
leaf_count=20 244 22 62 34 47 20 37 23 141 20 20 25 26 39 21 25 203 26 20 27 41 21 99 67 20 75 29 1416 34 217
internal_value=0 0.00771168 0.00616436 0.00648449 0.00598185 0.00209464 0.0049737 0.006761 0.00750688 0.0070243 0.0024527 0.00289968 -0.000264008 -0.00311975 0.00816268 0.00808785 0.00747957 0.00801417 0.00301973 0.00812264 0.00802857 0.00466806 0.00630407 0.00831575 0.0037946 0.00853464 0.00832729 0.00873062 0.0150878 0.00587242
internal_weight=0 2787 629 607 545 91 71 454 387 364 67 334 90 64 2158 2137 344 2117 45 2072 2045 161 140 1884 87 1797 1722 1479 63 243
internal_count=3121 2787 629 607 545 91 71 454 387 364 67 334 90 64 2158 2137 344 2117 45 2072 2045 161 140 1884 87 1797 1722 1479 63 243
is_linear=0
shrinkage=0.0942322


Tree=3316
num_leaves=31
num_cat=0
split_feature=1 1 3 12 47 1 4 12 2 4 2 16 12 0 2 2 1 47 52 12 34 13 39 14 159 12 2 156 3 4
split_gain=73.0569 9.07553 7.71201 6.72509 3.60889 3.55913 2.68222 2.57306 2.48609 2.46945 2.12175 1.64165 1.18321 1.15615 0.967612 0.942782 0.835408 0.766792 0.758016 0.701744 0.603703 0.604996 0.601858 0.60121 0.634914 0.575461 0.93579 0.553114 0.634711 0.840949
threshold=0.10752500000000002 0.13210500000000003 -0.065819999999999976 0.085055000000000006 0.13082500000000002 0.092390000000000014 0.40124500000000002 -1.0000000180025095e-35 0.14445500000000003 0.36766000000000004 0.090425000000000019 -0.5335399999999999 1.0000000180025095e-35 -0.14920999999999998 0.14019000000000004 0.17025000000000004 0.091195000000000012 0.077555000000000013 -0.56741999999999992 0.093965000000000007 -0.038779999999999995 -0.016469999999999995 0.084405000000000008 -0.46413499999999996 0.084250000000000005 -0.083994999999999986 0.11177500000000001 0.093155000000000002 0.090900000000000009 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 14 15 8 19 22 17 10 13 -9 -12 -1 23 20 -15 27 -14 -5 -3 -22 -7 -2 25 -25 -27 28 -4 -30
right_child=1 4 5 6 -6 7 -8 11 -10 -11 12 -13 18 16 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0019223917086499608 0.0010624035469401561 0.00012408013583398332 0.0014360672356401526 0.0016994248028674155 0.00096143896146547679 0.00054093539486150903 0.00076376198217122234 0.00077086819956700015 0.00087930222500649075 0.00091142633448969702 0.0010439015908074057 0.001399736398205505 0.0018124743078658783 0.0016006549653750093 0.00036513602504024354 6.845616629602862e-05 0.0014597219376468221 0.0017189191636585055 0.0014572715034529332 0.0013171415929151835 0.00035157027379506778 0.0006643886919210707 0.00090855353985844147 0.00059117775024044629 0.0005346203712542246 0.0011588485641222375 0.00072397444806157206 0.0016823280001477779 0.0014563559137318468 0.00097456187834610156
leaf_weight=39 21 28 188 24 38 23 33 20 33 24 26 79 24 1086 29 50 190 35 615 80 79 34 67 38 54 30 52 26 26 30
leaf_count=39 21 28 188 24 38 23 33 20 33 24 26 79 24 1086 29 50 190 35 615 80 79 34 67 38 54 30 52 26 26 30
internal_value=0 0.000714919 0.00148111 0.000908608 0.000409585 0.00127004 0.00125082 0.00105456 0.00139054 0.00153661 0.00154419 0.00127269 0.00145393 0.00158983 0.000699312 0.000299792 0.00157967 0.00144585 0.00147061 0.00140536 0.000381826 0.000445693 0.000814607 0.00074901 0.000711186 0.000790641 0.000883075 0.00141046 0.00138149 0.00119825
internal_weight=0 590 2531 361 229 527 137 189 338 2004 1980 99 665 1315 224 191 1276 305 639 104 141 113 90 195 174 120 82 270 244 56
internal_count=3121 590 2531 361 229 527 137 189 338 2004 1980 99 665 1315 224 191 1276 305 639 104 141 113 90 195 174 120 82 270 244 56
is_linear=0
shrinkage=0.00196078


Tree=3317
num_leaves=31
num_cat=0
split_feature=4 3 9 160 3 44 48 40 13 4 13 399 49 158 159 159 2 483 0 0 159 1212 1 50 43 52 1211 4 403 133
split_gain=0.845758 0.288986 0.239409 0.230283 0.189062 0.180813 0.207983 0.161795 0.187865 0.165511 0.235237 0.228747 0.213553 0.213502 0.190799 0.232197 0.19674 0.18928 0.1854 0.249192 0.233853 0.283832 0.262962 0.443944 0.225282 0.281424 0.179923 0.259233 0.233913 0.280301
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.63141500000000017 1.0000000180025095e-35 0.14871000000000004 0.051255000000000002 0.26746000000000009 -0.068329999999999988 -0.077799999999999994 0.10153500000000001 -1.0000000180025095e-35 -0.40433999999999992 0.11058000000000003 0.091005000000000016 0.088665000000000008 -0.090599999999999986 -0.083554999999999977 -0.08317999999999999 -0.085489999999999997 0.10654500000000001 0.077565000000000009 0.082725000000000007 -0.15879999999999997 0.085540000000000019 0.083115000000000008 -0.079764999999999989 -0.084674999999999986 -0.015929999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 8 9 11 14 12 -4 -12 15 17 -16 -11 20 -20 -14 22 26 -24 25 -21 27 28 -22 -30
right_child=4 -3 5 -5 -6 -7 -8 -9 -10 10 13 -13 18 -15 16 -17 -18 -19 19 24 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.003908353713180485 0.0039658856702178879 0.0023757326485891201 0.016838350847951676 0.010039742194348947 -0.006034667429048568 0.015428345833291732 -0.0014230091986246409 0.0017479357949923724 0.014579391521565094 0.017029106403670967 -0.0020965030004915139 0.020006945906650454 0.021259953742403359 0.0071320578866580046 -0.0039092750355069128 0.018197782412971718 0.0096226371740075686 0.0089869010104123553 -0.002227604698220437 0.010115666594356299 0.0092575548265404935 -0.001172385374084115 -0.0069940969499293713 0.010851952115721677 0.00909940362072084 -0.0050698037707031926 0.020570877853780988 0.00261244754656218 0.01223168316662211 0.022539178731215255
leaf_weight=29 345 74 38 20 20 41 20 32 57 31 26 21 21 700 21 32 22 523 22 23 98 20 20 46 625 26 25 28 74 41
leaf_count=29 345 74 38 20 20 41 20 32 57 31 26 21 21 700 21 32 22 523 22 23 98 20 20 46 625 26 25 28 74 41
internal_value=0 0.00854043 0.00871053 0.00178475 0.00341791 0.00883941 0.00873519 0.00881418 0.0089032 0.0087729 0.00802798 0.00966773 0.00947159 0.00680156 0.00944354 0.00991533 0.00301403 0.00943692 0.00920973 0.00824564 0.0110087 0.0103971 0.011094 0.00544406 0.0085875 0.00205807 0.0124959 0.0116583 0.0128474 0.0159065
internal_weight=0 2756 2682 49 365 2633 2592 2572 2540 2483 1355 1128 1107 726 629 586 43 554 1069 696 373 352 332 66 674 49 266 241 213 115
internal_count=3121 2756 2682 49 365 2633 2592 2572 2540 2483 1355 1128 1107 726 629 586 43 554 1069 696 373 352 332 66 674 49 266 241 213 115
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 0 4 1 43 3 2 0 0 0 132 1 15 49 4 3 2 1 4 47 4 160
split_gain=47.0683 5.81934 5.23577 3.33949 2.7513 2.6485 1.83864 1.44308 1.31068 1.54795 1.26792 1.19007 0.99723 1.6829 0.9777 0.942474 0.766083 0.677221 0.625648 0.742555 0.624665 0.587163 0.57561 1.17455 0.809888 0.522493 0.486046 0.467487 0.432423 0.40482
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 0.40945500000000007 -0.16363499999999997 -0.067094999999999988 0.033845000000000007 0.12656000000000003 -0.013199999999999998 0.30112000000000005 0.10402500000000002 -0.14832499999999996 -0.23194499999999998 -0.13455999999999999 0.088890000000000011 0.15799000000000005 0.13592500000000005 -0.012034999999999999 -0.059649999999999988 0.013900000000000001 0.099185000000000009 0.10124500000000002 0.052250000000000012 0.090280000000000013 0.42642000000000008 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 16 7 15 12 -6 14 20 28 -3 -14 25 -4 -1 -17 19 -7 29 -2 24 -24 -18 -10 -19 -23 -9 -8
right_child=1 5 6 -5 8 18 10 11 9 -11 -12 -13 13 -15 -16 17 22 26 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015716087026604569 0.0008379874597577488 0.00053501164668477046 0.0016138882371688299 0.00060569510509412498 0.0012580874539306517 0.00026015194660632037 0.0011833746175774755 0.00042689775664578463 0.0011267327644749415 0.00043644926504664175 0.001066668731239594 0.00030159980313881825 0.0010640135015398163 0.0005450093434141019 0.00072393174929197366 0.0009759206427078621 0.0014431922106314182 0.0013508114878765887 0.00051216975954906712 -0.00018104093980190217 0.00094452932515107755 0.0013912317017576686 0.001211329463242685 0.00072852385337120347 0.00098011787798182631 0.00080748593858081359 0.0011977702803906381 0.0011016606146052853 0.00077857332866042512 0.0012989498299989636
leaf_weight=22 20 64 48 74 35 55 150 20 73 30 156 82 58 41 60 20 53 1104 23 20 23 34 76 26 20 27 86 58 41 522
leaf_count=22 20 64 48 74 35 55 150 20 73 30 156 82 58 41 60 20 53 1104 23 20 23 34 76 26 20 27 86 58 41 522
internal_value=0 0.000641926 0.00125692 0.000928921 0.00105755 0.000509795 0.00129681 0.000599639 0.000909405 0.000845174 0.00122642 0.000455879 0.00072576 0.000849072 0.000921809 0.00134443 0.00122675 0.00133374 0.00022926 0.000142501 0.00126228 0.00114248 0.0011834 0.00108826 0.00131632 0.00104054 0.00133975 0.00120868 0.00066327 0.00127315
internal_weight=0 590 2531 186 422 404 2109 306 225 190 851 143 163 99 160 1258 197 1210 98 75 695 112 175 102 73 100 1190 92 61 672
internal_count=3121 590 2531 186 422 404 2109 306 225 190 851 143 163 99 160 1258 197 1210 98 75 695 112 175 102 73 100 1190 92 61 672
is_linear=0
shrinkage=0.00196078


Tree=3319
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 14 42 2 2 4 1 47 39 2 4 52 50 16 13 457 4 47 52 43 1420 1429
split_gain=78.2358 13.5207 8.47337 6.1091 5.24265 4.03454 3.919 2.45705 2.44488 2.44463 1.93191 1.70638 1.5018 1.49243 0.94748 0.833887 0.819329 0.980513 0.764799 0.671202 0.664479 0.7091 0.655414 0.831431 0.60415 0.635746 0.587349 0.570464 0.570256 0.670474
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.11474000000000002 0.062655000000000016 -0.0060199999999999993 0.092120000000000021 0.14753000000000002 0.42051500000000003 0.089875000000000024 0.090100000000000013 0.084780000000000008 -0.0091949999999999983 -0.0070899999999999991 -0.56176499999999996 0.089465000000000017 -0.061854999999999993 -0.07743499999999999 0.048635000000000005 -0.012164999999999999 0.089785000000000018 -0.16675999999999999 0.055925000000000009 -0.084814999999999988 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 9 12 18 11 -5 14 13 -4 28 -3 -12 -18 -6 -13 21 -16 -21 24 27 -26 -11 -24 -1 -30
right_child=1 2 7 10 8 -7 -8 -9 -10 26 16 19 -14 -15 20 -17 17 -19 -20 22 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0021549266459895116 0.0017736576501503152 0.00088444097204212996 0.0009405578179604502 0.0017664971424402823 0.001974306138707142 0.0011950632636404895 0.00098122423119063862 0.0011245907251019518 0.00091553562926565194 0.0018101532355535262 0.00079754948908207458 0.0019350670581489665 0.00035569301552097456 0.0005353218955626045 0.0013626406583503393 0.0012175969895503924 0.00090142414777302272 0.0014548610311512853 0.0015276212610450446 0.0017661098683750313 0.0018097368765865073 0.0016842382799016021 0.0017644213415083574 0.0012826208098261965 0.0015255198304011184 0.0018665567186533236 0.002194404785449688 0.0015380561561614222 0.0018328103604558648 0.0016363002573857811
leaf_weight=20 74 192 54 22 20 48 24 34 23 20 23 39 87 99 33 34 20 32 56 194 124 131 193 25 169 24 65 55 1116 71
leaf_count=20 74 192 54 22 20 48 24 34 23 20 23 39 87 99 33 34 20 32 56 194 124 131 193 25 169 24 65 55 1116 71
internal_value=0 0.000982942 0.000885258 0.0017378 0.00109939 0.0017577 0.00176942 0.000631271 0.00147566 0.00177773 0.00125557 0.00176509 0.000561385 0.000678346 0.00180248 0.000934562 0.0011057 0.001242 0.00164517 0.00168511 0.00170142 0.00161953 0.00167034 0.00163048 0.0016502 0.00156793 0.00210399 0.00171422 0.00182659 0.00182106
internal_weight=0 673 599 2448 325 2351 2303 274 99 2279 97 2194 240 153 1495 226 75 52 76 699 288 164 660 466 441 193 85 248 1207 1187
internal_count=3121 673 599 2448 325 2351 2303 274 99 2279 97 2194 240 153 1495 226 75 52 76 699 288 164 660 466 441 193 85 248 1207 1187
is_linear=0
shrinkage=0.00196078


Tree=3320
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 150 43 4 2 4 0 0 4 15 2 0 42 12 1 4 13 4 3 16 4 147 3
split_gain=46.7452 6.71786 5.57833 4.66991 2.69776 2.31795 2.28424 1.77718 1.56369 1.34603 1.05811 0.944015 0.880236 0.862896 0.826104 0.784277 1.34266 0.767874 0.753195 0.717673 1.01877 0.664892 0.644862 1.55515 0.56336 0.589077 0.535212 0.504201 0.462613 0.45983
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.12958500000000003 0.091475000000000015 0.082585000000000006 1.0000000180025095e-35 -0.04890499999999999 -0.012164999999999999 0.11704500000000001 0.098655000000000007 -0.14920999999999998 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.14001499999999997 -0.14723999999999998 0.12757000000000002 0.16540500000000002 0.024790000000000003 -1.0000000180025095e-35 0.010840000000000001 -0.0063699999999999989 -0.073404999999999984 0.052250000000000012 0.088610000000000008 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 14 28 13 12 9 -6 19 -2 22 -4 -1 17 -17 -16 -15 -8 26 -7 23 -5 25 -10 -21 -20 -3 -28
right_child=1 5 6 7 8 21 10 -9 24 -11 -12 -13 -14 18 15 16 -18 -19 27 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0016704825422130592 0.0013300421443810456 0.00076833370522098789 0.0017114808826660635 0.00067985213795470787 0.0008172150794619568 0.00041058059545915596 0.0017255598277437921 0.00046035958252818999 0.0007413880740499135 0.0012637536346774148 0.0012121796710126247 0.0008617706423369693 0.0011977770063762031 0.0010668563213891563 0.0015499276559951618 0.0012910356485622216 0.00078200661099110723 0.0010978383034029428 0.0014528404081264412 0.0014475260898113107 0.00096853811232033176 3.5528997594123685e-05 0.0005198630016370146 0.0012446403213757127 0.00061896636803986365 0.001133745683341467 0.0015056840437937548 0.0012986192921319321 0.00045002980529914156 0.0012907591836757554
leaf_weight=22 96 107 45 53 36 135 20 57 31 93 271 20 26 21 52 76 27 20 1104 196 26 21 25 29 37 28 44 88 21 294
leaf_count=22 96 107 45 53 36 135 20 57 31 93 271 20 26 21 52 76 27 20 1104 196 26 21 25 29 37 28 44 88 21 294
internal_value=0 0.000737733 0.00135061 0.000939299 0.00114482 0.000520552 0.00139179 0.000750032 0.000998127 0.00113914 0.00131333 0.00124931 0.000874177 0.00144486 0.00131237 0.00126735 0.0011576 0.00142435 0.00143497 0.00136059 0.00134755 0.000360093 0.000795545 0.000879594 0.000808642 0.000927592 0.00136601 0.00144145 0.000716112 0.00131874
internal_weight=0 590 2531 306 422 284 2109 190 225 129 851 116 133 1258 197 175 103 72 1213 580 560 156 107 82 96 59 534 1192 128 338
internal_count=3121 590 2531 306 422 284 2109 190 225 129 851 116 133 1258 197 175 103 72 1213 580 560 156 107 82 96 59 534 1192 128 338
is_linear=0
shrinkage=0.00196078


Tree=3321
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 43 39 160 133 4 2 48 42 1208 42 3 1 158 52 4 160 149 403 15 3 16 160 12 0
split_gain=1.34727 0.36104 0.261072 0.285772 0.262383 0.21599 0.211708 0.287312 0.253997 0.203358 0.198792 0.208851 0.194469 0.180247 0.223646 0.198912 0.160897 0.251637 0.152329 0.250191 0.221612 0.17823 0.177067 0.169329 0.189814 0.151134 0.241393 0.236406 0.192479 0.162317
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -0.095589999999999994 0.089130000000000015 0.08443500000000001 0.086990000000000012 0.40945500000000007 0.14530500000000005 -0.024949999999999996 0.11457500000000002 0.099975000000000008 0.11720500000000002 -0.0063699999999999989 0.095950000000000021 0.07968500000000002 0.11639500000000001 0.033845000000000007 -0.55045999999999984 0.078320000000000015 -0.083919999999999981 -0.092334999999999987 -0.13309499999999996 -0.11118499999999999 -1.0000000180025095e-35 -0.081419999999999979 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 12 7 -4 -8 -10 11 -2 -6 18 15 -15 17 -14 20 23 21 -3 -23 -20 -25 -12 28 -28 29 -27
right_child=10 13 3 -5 5 -7 8 -9 9 -11 25 -13 16 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0016861037888706292 0.0090717162372110603 0.0029001626727269193 0.015806126180147879 0.018624220570387626 0.0051063911396855878 0.0045450424665836485 -0.0013361636956688017 0.0016184734139978113 0.015678607183052043 0.0025291633785198002 0.009334737903307638 0.0012951040998704243 0.012356092437829187 -0.0019870026704326481 0.014924118051006324 0.008070926511061732 0.013542159758419815 -0.00064122842580375541 0.021756739004536906 0.0042989960326181957 0.0083042554405132352 0.011668065576590746 0.020951818948721189 0.020080305757835138 0.012134842359356891 -0.00043169353339894142 0.0021254156200288267 -0.012768067147349722 -0.00094197126631479226 0.01022028865480676
leaf_weight=23 113 22 34 28 45 59 63 23 20 26 24 47 41 23 37 106 188 22 31 23 214 1558 20 37 132 20 20 21 57 44
leaf_count=23 113 22 34 28 45 59 63 23 20 26 24 47 41 23 37 106 188 22 31 23 214 1558 20 37 132 20 20 21 57 44
internal_value=0 0.0107415 0.00854694 0.00897564 0.0084571 0.00996159 0.00523967 0.0100813 0.00270782 0.00824631 0.00425362 0.00678734 0.0110412 0.0113114 0.00820488 0.00627765 0.0121053 0.00781735 0.0115645 0.0139825 0.0112673 0.0116636 0.0117857 0.0150961 0.0138744 0.00207408 0.000998428 -0.00550295 0.00320138 0.00689154
internal_weight=0 2775 572 549 521 355 166 57 109 46 346 160 296 2203 166 129 251 63 2037 223 1814 1600 1578 200 169 186 162 41 121 64
internal_count=3121 2775 572 549 521 355 166 57 109 46 346 160 296 2203 166 129 251 63 2037 223 1814 1600 1578 200 169 186 162 41 121 64
is_linear=0
shrinkage=0.0980392


Tree=3322
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 132 47 376 402 403 9 156 0 131 3 43 3 1 52 124 48 1 4 15 2 152 2 15 1 13 42
split_gain=1.09129 0.292443 0.211469 0.231475 0.244864 0.173277 0.242589 0.210366 0.169823 0.165023 0.161291 0.299055 0.236668 0.192352 0.155541 0.197421 0.181069 0.240356 0.261941 0.351659 0.167119 0.148857 0.150091 0.163307 0.155902 0.155642 0.143054 0.141194 0.202834 0.135841
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.081185000000000021 0.092880000000000004 0.085505000000000012 0.081970000000000015 0.09388500000000001 0.085340000000000013 0.081890000000000004 0.10093000000000001 0.030935000000000004 0.096070000000000016 -0.0096849999999999974 -0.011919999999999998 0.12178000000000001 0.111945 0.08257500000000001 -0.087394999999999987 0.086035000000000014 0.10937500000000001 0.40124500000000002 0.13592500000000005 0.12992500000000004 0.083250000000000018 0.121465 -0.079249999999999987 0.14554000000000003 -0.079299999999999995 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 10 14 21 11 12 13 29 16 -16 17 18 -4 26 -17 22 23 24 25 -3 -20 28 -15 -2
right_child=5 9 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 27 15 20 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015478436227725901 0.011372594940175694 0.010592727330682474 0.0091439311564164728 0.017097034915682995 -0.0025611987676132809 0.00977451294865005 -0.0025087590096518398 -0.0071103895437859364 0.016087311984469686 0.017749862136940162 0.011289537959205717 -0.0080245905749810244 0.014116330444812775 0.0009563909269802804 0.010362560910289177 -0.0035312578617595139 0.013399753567985805 0.01339941137753751 -0.012081800238229336 0.0062569984627005304 0.0078145246763990546 0.0031656058087688069 0.004598121713338928 0.018879551246114401 0.0018341531799662683 0.0028062558589646452 -0.00091801133504222079 0.0062495975670489399 -0.011080271169720662 0.0025533081439789388
leaf_weight=23 31 2030 38 28 22 82 20 21 26 30 23 24 20 42 247 20 24 23 24 38 37 29 44 23 21 26 22 22 21 40
leaf_count=23 31 2030 38 28 22 82 20 21 26 30 23 24 20 42 247 20 24 23 24 38 37 29 44 23 21 26 22 22 21 40
internal_value=0 0.00986073 0.00784609 0.00823964 0.00776362 0.00390482 0.00736603 0.00245793 0.00821882 0.0103838 0.00335898 0.00244697 0.0038749 0.0025619 0.0077863 0.00913837 0.00535418 0.0040225 0.00225472 -0.000861828 0.00383355 0.0102821 0.0103784 0.0104995 0.0104067 0.0104943 -0.0067426 -0.000647366 -0.00305583 0.00640398
internal_weight=0 2775 572 549 521 346 102 244 499 2203 223 200 176 156 473 304 169 145 122 84 57 2173 2144 2100 2077 2056 46 85 63 71
internal_count=3121 2775 572 549 521 346 102 244 499 2203 223 200 176 156 473 304 169 145 122 84 57 2173 2144 2100 2077 2056 46 85 63 71
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=31
num_cat=0
split_feature=4 3 2 2 16 484 4 49 4 1416 1 0 51 1 52 52 12 13 13 4 3 50 12 3 0 1 1209 3 403 15
split_gain=0.896437 0.318405 0.272529 0.200358 0.166472 0.242774 0.231524 0.192966 0.225955 0.187737 0.197133 0.274876 0.16795 0.239422 0.220681 0.196679 0.195883 0.301473 0.191739 0.196408 0.225989 0.276927 0.199272 0.263274 0.348684 0.261025 0.236515 0.2314 0.448341 0.3307
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.25063000000000007 -0.071854999999999988 -0.0082299999999999995 -0.0078799999999999981 -0.23803499999999997 -0.58204499999999992 1.0000000180025095e-35 0.10337500000000001 -0.082619999999999985 0.078435000000000019 0.081670000000000006 0.084735000000000019 -0.080979999999999983 0.084655000000000022 -0.0060599999999999994 0.0036400000000000004 0.063160000000000008 -0.077354999999999993 0.093680000000000013 0.094070000000000015 -0.082284999999999983 -0.081784999999999983 0.08864000000000001 -0.077874999999999986 -0.084854999999999986 -0.084674999999999986 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 -1 -6 -9 10 -10 -12 16 -14 15 -15 17 -7 19 20 21 22 23 25 26 27 -25 29 -29 -18
right_child=3 -3 -4 -5 7 12 -8 8 9 -11 11 -13 13 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.023226931582515441 0.0043092105109752464 0.0023927033929894235 -0.0017517060851273331 -0.0051331525396866107 0.016877445106015163 0.010655478484259221 0.012146411253012378 -0.0022102339565753938 0.0088318021393591888 0.016752596602223262 -0.00069166273339915109 0.0075681829800963718 0.0098165122159116439 -0.0011430107565088706 -0.0049331264719367027 0.010858360781437822 0.01178746532243794 0.021674849232658746 0.0061413371246999311 0.0058115719976820955 0.017351265293809603 0.0031867733879133741 0.019290441916934378 0.018363908051767134 -0.0044355339978052223 0.021910306345671416 0.006186668114768791 0.0077880480501335116 0.024279601277564379 0.00096303879509906519
leaf_weight=24 353 73 23 24 27 80 88 20 1227 27 53 168 128 22 25 36 119 36 128 79 53 47 29 22 23 26 58 32 34 37
leaf_count=24 353 73 23 24 27 80 88 20 1227 27 53 168 128 22 25 36 119 36 128 79 53 47 29 22 23 26 58 32 34 37
internal_value=0 0.00890859 0.00908668 0.00370811 0.00918082 0.0101026 0.0145208 0.00849883 0.00834751 0.00849067 0.00833661 0.00558732 0.00961464 0.00710398 0.0029208 0.00630612 0.0102744 0.0140753 0.00963256 0.010432 0.0111924 0.010428 0.0113236 0.0106654 0.00641568 0.0124304 0.00953541 0.0113201 0.0162837 0.00922013
internal_weight=0 2744 2671 377 2648 1126 112 1522 1495 1475 1448 221 1014 211 83 58 803 116 687 559 480 427 380 351 103 248 80 222 66 156
internal_count=3121 2744 2671 377 2648 1126 112 1522 1495 1475 1448 221 1014 211 83 58 803 116 687 559 480 427 380 351 103 248 80 222 66 156
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 2 0 0 2 14 1 52 148 0 12 4 15 12 0 0 2 2 43 3 1
split_gain=61.8395 7.88711 6.54081 5.57179 3.46641 2.92866 2.6151 2.05617 1.85977 1.39558 1.20877 1.40457 1.1721 1.15529 1.11901 1.03379 0.904618 0.796066 0.737593 1.05995 0.72837 1.32766 0.717107 0.736306 0.683246 0.668576 0.665729 0.685907 0.820197 0.545593
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.091475000000000015 -0.17966999999999997 0.082585000000000006 -0.0086549999999999978 0.10402500000000002 -0.067094999999999988 -0.23194499999999998 0.11704500000000001 0.076175000000000007 0.15471500000000002 -1.0000000180025095e-35 -0.043434999999999994 -0.088774999999999979 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 -0.086254999999999984 -0.23001499999999997 -0.14001499999999997 0.099185000000000009 0.14285500000000004 -0.013199999999999998 0.11658 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 12 17 14 -6 26 18 11 22 -1 -2 24 -7 -12 -3 -8 -20 25 -22 -9 -24 -4 -14 27 -5 -29 -30
right_child=1 5 6 8 7 15 9 10 -10 -11 16 -13 20 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0018785431104547837 0.0014263142043347257 0.00041606788624762005 0.0012473291735730918 0.00079147311207515732 0.001564678590294683 0.00044689618151488842 0.0017444480106920833 0.0010363968819671987 0.00049531300262893065 0.0013231085679603122 0.00051467285251162735 0.00072013731169350004 0.0016668303149048559 0.00090828456988959914 0.0018864437308915131 6.2418108824275286e-05 0.00098175223536603484 0.00082434716350992035 0.0014956815250813922 0.0010657670616290554 0.0014252745447405476 0.00091909738381171073 0.0011507547102198559 0.0015854197606717689 0.0015814903137100266 0.0012449834167080768 0.00059826750235230318 0.0014147358672583804 0.00073201632435946533 0.00116392831871475
leaf_weight=22 96 22 24 45 31 116 43 40 57 252 25 25 52 20 46 35 44 111 533 23 76 27 29 31 1188 20 21 22 22 23
leaf_count=22 96 22 24 45 31 116 43 40 57 252 25 25 52 20 46 35 44 111 533 23 76 27 29 31 1188 20 21 22 22 23
internal_value=0 0.000779973 0.00148489 0.000998377 0.00126206 0.00054465 0.00152948 0.00109577 0.00079164 0.00144553 0.00102084 0.00113583 0.00145198 0.001337 0.00158627 0.000357779 0.000812521 0.000756812 0.00149703 0.0014779 0.00139835 0.00129259 0.00123976 0.00137533 0.00157487 0.00154965 0.000918638 0.000978707 0.00110446 0.000952771
internal_weight=0 590 2531 306 422 284 2109 225 190 851 194 125 197 116 1258 151 69 133 599 556 175 103 100 60 1212 72 133 112 67 45
internal_count=3121 590 2531 306 422 284 2109 225 190 851 194 125 197 116 1258 151 69 133 599 556 175 103 100 60 1212 72 133 112 67 45
is_linear=0
shrinkage=0.00196078


Tree=3325
num_leaves=31
num_cat=0
split_feature=1 2 454 9 4 0 15 48 15 14 2 1420 0 1454 11 41 48 1447 50 50 15 50 4 157 475 1429 52 1 1 151
split_gain=0.937702 0.24616 0.204385 0.174088 0.207865 0.302783 0.30025 0.214907 0.202243 0.177622 0.15941 0.154651 0.185287 0.250259 0.249653 0.268075 0.242167 0.24521 0.183006 0.212359 0.208947 0.182632 0.334942 0.178747 0.273206 0.168702 0.160745 0.155219 0.164355 0.177429
threshold=0.11866500000000001 0.10252500000000002 -0.037229999999999992 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.46471999999999997 0.088005000000000014 -0.033689999999999991 -0.41076499999999994 0.15361500000000003 -0.084814999999999988 -0.076579999999999995 0.077440000000000023 0.078065000000000009 0.079300000000000009 0.093265000000000015 -1.0000000180025095e-35 0.10917 0.10583000000000002 -0.0058549999999999991 0.11368500000000002 -0.013514999999999998 -0.08107499999999998 -0.080559999999999979 0.08759500000000002 0.50128500000000009 0.096325000000000008 0.094715000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 7 -6 -7 8 -2 -8 -4 -1 14 16 18 -16 17 -14 19 25 21 -20 -23 -19 -25 27 -24 28 29 -13
right_child=3 2 10 -5 5 6 9 -9 -10 -11 -12 12 13 -15 15 -17 -18 23 20 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.016545556631172076 0.01277675281787889 -0.0023162197022299682 0.008070778629544452 -0.0032532087551909641 0.0099222947315623367 0.003462980014200394 -0.0014017455590267978 0.0027132091313150936 0.0038597353881724725 -0.014408050473069861 6.4011340817579868e-05 0.010478587821354787 0.01864472007378936 0.018630656888708474 0.022390253473581239 0.0088130464526609744 -0.0013239786862545917 -0.00040462097801667243 0.001816167530011047 0.019438705581706017 -0.0021790136641357096 0.021172395297749478 0.0023927078043925578 0.018193014548160136 0.0071221264910067061 0.002267834620683321 0.013018347227868314 0.0059077898623893059 0.019360911253461385 0.0049138365088341142
leaf_weight=32 67 21 570 33 30 52 21 87 41 21 26 1272 20 20 33 26 31 28 33 24 24 22 35 24 313 28 24 83 20 60
leaf_count=32 67 21 570 33 30 52 21 87 41 21 26 1272 20 20 33 26 31 28 33 24 24 22 35 24 313 28 24 83 20 60
internal_value=0 0.00914071 0.00737985 0.00366114 0.00437642 0.00117531 -0.00161628 0.006412 0.00939159 -0.0079049 0.00772149 0.00964557 0.00954142 0.00770411 0.0100171 0.0164071 0.0071788 0.00786344 0.00978511 0.0101084 0.00630156 0.00808694 0.0106417 0.00727268 0.00791056 0.00995534 0.006715 0.0101053 0.010363 0.0102279
internal_weight=0 2769 617 352 319 124 94 195 108 42 596 2152 2120 436 1684 59 416 385 1625 1487 138 114 81 365 337 1463 59 1435 1352 1332
internal_count=3121 2769 617 352 319 124 94 195 108 42 596 2152 2120 436 1684 59 416 385 1625 1487 138 114 81 365 337 1463 59 1435 1352 1332
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 4 14 2 4 1 47 457 1 1 160 2 3 1 2 0 3 4 4 13 2
split_gain=100.609 15.6483 10.446 8.41864 5.91882 5.36704 3.60289 3.1101 2.87655 2.60768 2.45222 2.06776 1.84605 1.80106 1.16516 0.945311 0.855542 1.69826 0.919832 0.757696 0.724705 0.706401 0.599651 0.655896 0.588569 0.550163 0.539619 0.522252 0.511399 0.785916
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.13082500000000002 0.090425000000000019 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.14838000000000004 0.27834500000000006 0.087135000000000004 0.090100000000000013 0.080930000000000016 0.084525000000000003 1.0000000180025095e-35 -0.075414999999999982 0.095545000000000005 0.0068900000000000012 0.089370000000000019 0.099185000000000009 -0.030209999999999997 -0.0025099999999999996 -0.036839999999999991 0.0067750000000000006 -0.47860499999999995 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 15 6 8 12 11 -5 -6 14 13 -4 -1 21 18 -18 20 -15 -10 -3 -20 -24 -22 -21 -2 -16 -14 -30
right_child=1 2 7 9 10 -7 -8 -9 16 -11 -12 -13 28 19 27 -17 17 -19 22 25 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015929591313926215 0.0015846214539864485 0.00042199546867378613 0.00063127593172064718 0.0013455113374564748 0.0013432910234287476 0.00079412327100362914 0.00076948952053984012 0.00078588430503879548 0.0014951082622013804 0.0006717083226092835 0.00067466924685278748 0.0019309063306794526 0.00015978755758850062 0.00046254430994166219 0.0014920556879251888 0.00087938805399058614 0.0014985098017240314 0.00075504293927903708 0.0017748372863840172 0.00023556792552919447 0.0013862475398601975 0.00066508950908918064 0.0011844826489686966 0.0015864806642225519 0.0011359390427413234 -7.0257432290724445e-05 0.0012269382602443882 0.0012635245909035286 -1.9442708842025967e-06 -0.0004635048193344171
leaf_weight=970 50 114 41 34 71 41 25 34 254 63 30 59 24 24 363 33 27 21 45 42 372 77 20 71 40 49 24 43 37 23
leaf_count=970 50 114 41 34 71 41 25 34 254 63 30 59 24 24 363 33 27 21 45 42 372 77 20 71 40 49 24 43 37 23
internal_value=0 0.000617961 0.000512871 0.00147398 0.000750624 0.00149733 0.00150981 0.000230865 0.00151791 0.000907887 0.00114469 0.00157146 0.000152237 0.000278427 0.00155605 0.000572943 0.00142752 0.00117324 0.00144274 0.000152629 0.00141273 0.000519997 0.00158969 0.00149813 0.00136195 7.08927e-05 0.00146862 0.00146785 -8.21149e-05 -0.000178876
internal_weight=0 673 599 2448 325 2351 2310 274 2285 97 101 1435 240 156 1376 224 850 48 802 115 666 191 136 91 412 91 74 406 84 60
internal_count=3121 673 599 2448 325 2351 2310 274 2285 97 101 1435 240 156 1376 224 850 48 802 115 666 191 136 91 412 91 74 406 84 60
is_linear=0
shrinkage=0.00196078


Tree=3327
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 1 39 4 49 50 40 52 2 2 13 2 0 13 4 43 52 15 4
split_gain=63.8248 10.1773 5.30189 4.43997 3.8935 3.72546 2.92461 2.87854 2.41147 1.6436 1.57013 1.3357 1.13266 1.0886 0.834238 0.832223 0.722675 0.664316 0.649785 0.615478 0.574922 0.573821 0.9237 0.558181 0.540372 0.907411 0.852523 0.633019 0.613304 0.509705
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.092120000000000021 0.087135000000000004 0.10226500000000001 -0.033174999999999989 -0.054984999999999992 0.041865000000000006 -0.077474999999999988 -0.088204999999999992 0.11411 0.087675000000000017 -0.47860499999999995 0.31358000000000003 -0.026509999999999995 -0.07743499999999999 -0.013125 0.055925000000000009 0.039215000000000007 -0.09095499999999998 0.061775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 9 17 29 11 -4 12 -1 14 -10 -2 21 -3 -11 -5 -14 -6 -23 -7 -13 26 -26 -27 -29 -9
right_child=1 4 10 19 16 23 -8 8 13 18 -12 24 20 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0014789323678754877 0.00090957994319543006 0.0005060525226339795 0.0013340300601236627 0.00090749288014337125 0.00035619779909942665 0.0010932162417341257 0.00076135775456443811 0.0013274452849930407 0.0010006864792576023 0.0014520158120975694 0.00078574377442593071 0.0014288190614706109 0.0013768887633290152 0.00024522421348937391 0.00063079113238285675 0.0013170131871807927 0.00048729539062837356 0.00017608067955450564 0.0018136179619873103 0.00055721053696719731 0.0010701588421475653 0.00018101338932398025 -0.00035301125845780564 0.00066885093106223807 0.0014337544122530444 0.0011319638131719381 0.0011657693159664295 0.0015362633288569974 0.001191931011004911 0.00093947114371177218
leaf_weight=1080 23 45 28 30 22 22 26 23 28 29 71 197 390 24 144 119 23 49 56 54 25 33 20 26 229 138 57 37 43 30
leaf_count=1080 23 45 28 30 22 22 26 23 28 29 71 197 390 24 144 119 23 49 56 54 25 33 20 26 229 138 57 37 43 30
internal_value=0 0.000701305 0.00138533 0.00103964 0.000527917 0.00140402 0.00141526 0.000626397 0.000736763 0.00142272 0.000940815 0.00141236 0.00144548 0.000636421 0.000691007 0.00125102 0.000183238 0.000334046 0.00169025 0.000682311 0.00135841 8.99942e-05 -2.05053e-05 0.000863352 0.00134174 0.00130771 0.00138034 0.00121241 0.00135118 0.00110784
internal_weight=0 667 2454 226 441 2355 2307 343 249 2281 99 2196 1495 196 172 142 98 94 85 84 415 75 53 48 701 504 286 218 80 53
internal_count=3121 667 2454 226 441 2355 2307 343 249 2281 99 2196 1495 196 172 142 98 94 85 84 415 75 53 48 701 504 286 218 80 53
is_linear=0
shrinkage=0.00196078


Tree=3328
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 0 4 47 124 2 1 12 4 457 14 44 3 15 2 12 2 15 0 131 11 157 106 52 47 48
split_gain=57.8727 9.3666 6.13419 4.61976 4.22582 2.18992 2.16713 1.92204 1.86068 1.77394 1.6948 1.41784 1.29679 1.23374 1.00124 0.800276 0.834444 0.740644 0.695261 0.723686 0.667824 0.591789 0.836961 0.54943 0.543158 0.703138 0.498984 0.497263 0.496494 1.11977
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 -0.065819999999999976 0.088105000000000003 0.22582000000000002 0.40473500000000007 0.13082500000000002 -0.076779999999999987 0.14122000000000004 0.077845000000000011 0.090455000000000021 0.033845000000000007 0.094310000000000019 0.076175000000000007 1.0000000180025095e-35 0.10732000000000001 -1.0000000180025095e-35 0.10188000000000001 0.087625000000000022 0.14122000000000004 -0.15914499999999995 -0.13027499999999997 0.09031500000000002 0.080455000000000013 -0.07686999999999998 0.087690000000000004 0.0031350000000000002 0.078345000000000012 0.11280000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 20 11 -6 -4 10 13 -5 14 24 15 18 16 17 -10 21 -20 26 -1 -23 -2 25 -13 28 -14 -3 -30
right_child=1 2 7 8 6 -7 -8 -9 9 -11 -12 12 27 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019310283338099747 0.0016438875247498138 0.00080195375708594233 0.00042697955797290184 0.0014401491398645123 0.0014092829242341545 0.00092691097279834923 0.00084781428033934572 0.0010305115621209856 0.0013927163542056379 0.00098308448280606938 0.00090527051127857992 0.0012475955419513692 0.0012415509832941968 0.00099625442801259219 0.0018810139385377373 0.0018205955819366804 0.0011726660828664307 0.0015989241912835108 0.001079323288856768 0.0015641528057681296 0.00051388965761349872 0.0012110844268407028 0.001606513183172905 0.0012866690673080145 0.001728061822940184 0.0015340365646609115 0.00053386635605304959 0.0015190585571176866 0.0013279705350987272 0.00074063515905880824
leaf_weight=21 49 182 172 36 82 21 39 23 147 35 62 35 92 22 49 24 37 123 20 29 30 21 1027 25 51 562 21 34 24 26
leaf_count=21 49 182 172 36 82 21 39 23 147 35 62 35 92 22 49 24 37 123 20 29 30 21 1027 25 51 562 21 34 24 26
internal_value=0 0.000865077 0.000783772 0.00151431 0.000921627 0.0015567 0.00122831 0.000498165 0.00134316 0.00140414 0.00110176 0.00156352 0.00149844 0.00144589 0.00160668 0.00147577 0.00144881 0.00148666 0.00159465 0.00136626 0.000790499 0.00160512 0.00159859 0.00152321 0.00153384 0.00151724 0.000823299 0.00131643 0.000849497 0.00102256
internal_weight=0 673 599 2448 404 1962 121 195 486 388 98 1941 774 353 1167 331 307 270 1118 49 283 1069 1048 74 648 597 253 126 232 50
internal_count=3121 673 599 2448 404 1962 121 195 486 388 98 1941 774 353 1167 331 307 270 1118 49 283 1069 1048 74 648 597 253 126 232 50
is_linear=0
shrinkage=0.00196078


Tree=3329
num_leaves=31
num_cat=0
split_feature=4 3 149 2 123 52 15 48 160 3 15 50 4 15 41 41 13 1 475 3 16 43 1213 1212 15 14 4 4 1212 133
split_gain=1.54954 0.530989 0.41422 0.377942 0.359489 0.20863 0.197356 0.258734 0.334631 0.246455 0.236326 0.196154 0.210487 0.195458 0.182917 0.304376 0.291835 0.232568 0.176744 0.202457 0.164664 0.232478 0.275917 0.234149 0.406444 0.245382 0.24346 0.320819 0.21513 0.353811
threshold=0.36766000000000004 0.30112000000000005 0.07770500000000001 0.17025000000000004 1.0000000180025095e-35 0.12492500000000002 -0.11033999999999998 0.093265000000000015 -0.23686999999999997 0.11296500000000002 -0.093959999999999988 0.077805000000000013 -0.0016099999999999997 -0.13578499999999996 0.075585000000000013 0.079300000000000009 -0.117405 0.084785000000000013 -0.060699999999999997 0.42240500000000009 -0.083539999999999989 0.0041500000000000009 0.12389500000000002 0.091220000000000009 0.088345000000000021 0.018475000000000002 0.0033150000000000007 0.056795000000000005 0.040035000000000008 -0.0061299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 18 -1 9 -9 10 11 12 -8 -6 16 -16 -12 -17 -2 -20 -18 22 23 25 -25 26 -22 -28 -23 -30
right_child=2 -3 -4 -5 13 -7 7 8 -10 -11 14 -13 -14 -15 15 17 20 -19 19 -21 21 28 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.014992832144180372 0.0092202628934473698 0.0027738738056791922 0.016036879160889871 -0.00083684479711034019 -0.0019247166590676422 0.012260219788573602 -0.0012363493509058442 -0.0031470053237474837 0.0098446555940123904 0.00372440072840878 0.00080297109247608623 0.016212961170822382 0.0088710361455853742 0.008472897930724475 0.027472933674497265 0.0086127324014071468 0.013935974023151654 0.021596148577968547 0.0025186694259798836 -0.0061282501916491219 0.013189899269626973 0.0065685386095750836 0.021097229712509685 -0.0031240688912846423 0.013012367864516941 0.0028189767008790605 0.0035355689092966716 0.01343564266189516 0.023765401779250666 0.0073935234128977324
leaf_weight=209 33 69 27 24 21 23 28 24 114 35 22 24 78 130 21 37 506 22 214 31 977 141 35 27 37 26 64 67 22 33
leaf_count=209 33 69 27 24 21 23 28 24 114 35 22 24 78 130 21 37 506 22 214 31 977 141 35 27 37 26 64 67 22 33
internal_value=0 0.0114372 0.00417155 0.0116567 0.0117677 0.00310722 0.0120486 0.0117856 0.00758524 0.0120488 0.0121833 0.00804949 0.00620116 0.00702687 0.0124471 0.017134 0.0122555 0.013454 0.00234996 0.00142457 0.0123857 0.0118368 0.0123453 0.0120896 0.00620481 0.0124218 0.0126471 0.00859897 0.0086377 0.0139423
internal_weight=0 2793 328 2724 2700 301 2549 2340 138 2202 2167 130 106 151 2037 80 1957 59 278 245 1935 1429 1233 1198 64 1134 1108 131 196 55
internal_count=3121 2793 328 2724 2700 301 2549 2340 138 2202 2167 130 106 151 2037 80 1957 59 278 245 1935 1429 1233 1198 64 1134 1108 131 196 55
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=31
num_cat=0
split_feature=1 124 4 15 44 147 0 0 3 16 1 49 49 0 2 3 13 1 16 4 16 13 13 455 1374 457 457 2 12 12
split_gain=1.26495 0.318877 0.255392 0.247993 0.195105 0.20487 0.258002 0.194841 0.249491 0.224427 0.190551 0.205645 0.198374 0.186791 0.186232 0.161396 0.438393 0.169764 0.153345 0.148057 0.161263 0.145666 0.185567 0.160517 0.167592 0.151169 0.179453 0.384118 0.174639 0.202237
threshold=0.11353000000000001 -0.076779999999999987 0.27287000000000006 -0.097454999999999986 1.0000000180025095e-35 0.089365000000000014 -0.098289999999999975 -0.10474999999999998 -0.0025099999999999996 -0.11118499999999999 0.13743000000000002 -1.0000000180025095e-35 0.094245000000000009 -0.15931499999999996 0.13404500000000005 0.11296500000000002 -0.42195999999999995 0.11103500000000001 0.13751500000000003 0.27044500000000005 -0.090344999999999995 -0.16152999999999998 -0.14819499999999997 0.088355000000000003 -0.096434999999999979 0.09228500000000002 0.083415000000000017 0.087675000000000017 0.087695000000000009 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 10 7 5 14 -7 13 -9 -10 12 -12 -2 -4 15 17 -17 21 -16 20 -1 -3 -23 24 -24 26 28 -28 29 -26
right_child=2 4 3 -5 -6 6 -8 8 9 -11 11 -13 -14 -15 18 16 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.013988275194008436 0.010563835510380429 0.0031914307231393959 0.0035064949230714281 -0.0067289979259770082 0.018597808244427846 -0.0021569627179165505 0.010295779632813321 0.0053481907550902933 0.0018836027692730834 -0.0098577626704893732 -0.004863182117696852 0.0075559012723776207 0.0019146806391125374 0.014839894029025275 0.00037548047520460622 0.01654743357073693 -0.002165538244204776 0.019767643426629632 0.011291918745899404 -0.0017878883473929905 0.005438413945375942 0.018355264527011007 0.0035199859449940342 0.018878975928761067 0.011745448791725831 0.018504269641394226 0.013575511294658539 -0.0032925629091483579 0.010206862495439964 0.019400624933688153
leaf_weight=28 135 24 33 26 31 28 41 85 41 27 24 30 33 26 31 21 31 22 22 21 104 34 31 25 834 26 27 27 1217 36
leaf_count=28 135 24 33 26 31 28 41 85 41 27 24 30 33 26 31 21 31 22 22 21 104 34 31 25 834 26 27 27 1217 36
internal_value=0 0.0104433 0.00476418 0.0024885 0.0107137 0.010615 0.00524249 0.00361894 0.00173637 -0.00277841 0.00720389 0.00203631 0.00886489 0.00850087 0.010769 0.0109009 0.00539162 0.0110253 0.00490683 0.00601125 0.00725202 0.010941 0.0110234 0.0109113 0.0108206 0.0109251 0.010833 0.00514147 0.0109803 0.0120622
internal_weight=0 2661 460 238 2508 2477 69 212 153 68 222 54 168 59 2408 2355 52 2303 53 153 132 2281 2257 2223 2198 2167 2141 54 2087 870
internal_count=3121 2661 460 238 2508 2477 69 212 153 68 222 54 168 59 2408 2355 52 2303 53 153 132 2281 2257 2223 2198 2167 2141 54 2087 870
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=31
num_cat=0
split_feature=1 3 123 4 157 1 1186 147 147 0 16 1 1446 2 1185 12 2 51 2 13 39 15 1456 16 16 128 13 402 0 1
split_gain=1.02534 0.23852 0.225373 0.233645 0.228988 0.195175 0.328654 0.265772 0.248746 0.179228 0.231509 0.228731 0.344527 0.300725 0.182389 0.172311 0.198936 0.170344 0.191659 0.16537 0.154884 0.151606 0.14505 0.13827 0.215233 0.202177 0.183763 0.231398 0.151923 0.188233
threshold=0.11146500000000002 0.31299000000000005 0.083745000000000014 -0.010655 -0.0031149999999999993 0.085760000000000017 0.060550000000000007 0.086575000000000013 0.092780000000000015 -0.14116499999999996 -1.0000000180025095e-35 0.084785000000000013 0.11353000000000001 0.073895000000000002 1.0000000180025095e-35 -0.42850999999999995 0.15950500000000004 -0.20636999999999997 0.11585500000000001 -0.012119999999999997 0.096625000000000016 0.13592500000000005 -0.071109999999999993 -0.08595499999999999 -0.082404999999999992 0.11170500000000001 -0.08971999999999998 0.09277500000000001 -0.083914999999999976 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 9 7 17 -9 10 -1 12 13 -11 21 -3 -17 -7 22 20 -4 -15 -19 28 -25 26 -26 -28 -24 -30
right_child=1 15 19 -5 -6 6 -8 8 -10 11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.01171167478040289 0.0056614330828246053 0.0063772812444607132 0.0078189580581383786 0.0056051053686203556 0.017460642207266862 0.016566537400900288 -0.0033503815633594059 -0.0049670681098683018 0.0077303441500084268 -0.001812943240458315 0.023410088972498976 0.018745365750094476 -0.0027996095574714924 0.0098955655327414554 0.014950314101962639 0.0010446052295579153 -0.010206875717267395 0.014478819675075458 -3.6585695731143157e-05 -0.0039145326795679627 -0.0012697575443113844 0.0037315443033216207 0.0092444931974986922 -0.0016080925787758571 0.0010733741012417936 -0.0010539330711418933 0.0087204881633477314 0.018838014880505703 0.023372799046337607 0.01046878308104799
leaf_weight=87 29 34 50 219 38 29 24 27 36 22 21 28 22 1489 70 55 22 46 24 34 30 41 111 23 29 22 389 24 20 26
leaf_count=87 29 34 50 219 38 29 24 27 36 22 21 28 22 1489 70 55 22 46 24 34 30 41 111 23 29 22 389 24 20 26
internal_value=0 0.0045493 0.00568741 0.00718603 0.0123535 0.00944766 0.00818129 0.00852466 0.0022886 0.0100382 0.0139864 0.00978314 0.0096305 0.00979909 0.00995876 0.000448014 -0.0021701 0.00905343 0.00874827 0.00192773 0.00441069 0.00973039 0.00905384 0.00866634 0.00783437 0.00830242 0.00876812 0.00930843 0.011247 0.0160792
internal_weight=0 511 400 286 67 2610 830 806 63 1780 108 1672 1644 1622 1600 111 77 743 714 114 80 1530 690 644 487 464 442 413 157 46
internal_count=3121 511 400 286 67 2610 830 806 63 1780 108 1672 1644 1622 1600 111 77 743 714 114 80 1530 690 644 487 464 442 413 157 46
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 16 0 15 38 13 12 34 0 0 13 0 52 43 16 8 4 42 12 0 0 49 150 3 1 40
split_gain=0.845313 0.256725 0.20644 0.210427 0.191837 0.165279 0.199028 0.244071 0.182284 0.152814 0.334062 0.248195 0.231478 0.224737 0.200425 0.166565 0.190662 0.164808 0.13504 0.13308 0.146355 0.126649 0.238853 0.178584 0.215006 0.198911 0.14258 0.139697 0.290756 0.190482
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.081185000000000021 0.15273500000000004 0.041630000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.072819999999999982 0.096990000000000007 -0.028109999999999996 -0.10324499999999999 -0.13455999999999999 0.10935500000000002 -0.074229999999999977 -0.063789999999999986 -0.063379999999999978 -0.11118499999999999 0.078785000000000008 0.40124500000000002 -0.011544999999999998 -0.064509999999999984 -0.18901999999999997 -0.15090499999999998 -1.0000000180025095e-35 0.095275000000000012 0.11296500000000002 0.10171500000000001 -0.0061149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 21 10 12 -11 13 -2 15 -13 -17 -14 -19 20 -3 22 -4 25 -25 26 -23 28 29 -26
right_child=9 19 3 -5 -6 -7 -8 -9 -10 11 -12 14 17 -15 -16 16 -18 18 -20 -21 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0028069579649878588 0.0026025736820884052 0.008874585035921841 0.018581638573668898 -0.0020996879898011688 0.015665004800002165 0.010732739060703253 -0.00043660279926519062 0.017222361656881513 0.014924093081869864 -0.0038503897268898214 -0.01052296103020622 0.0034555985259690455 0.0042394087594445976 0.015650768467987127 0.0011361427615500159 0.0059982672453888011 0.016446682610549032 0.0016051840883764355 -0.0088643332577443539 0.016972431403119118 0.001841459977440536 3.2146337382014721e-05 0.0039198501370847228 -0.0061328700399431203 0.0057780361630850371 0.014107204905141973 0.010073650377587631 -0.0015981147564933494 0.0010067362532180807 0.016889305395522605
leaf_weight=23 33 2153 20 25 26 90 43 21 22 26 22 35 42 22 45 31 40 22 28 20 30 31 25 23 36 36 26 33 65 27
leaf_count=23 33 2153 20 25 26 90 43 21 22 26 22 35 42 22 45 31 40 22 28 20 30 31 25 23 36 36 26 33 65 27
internal_value=0 0.00836222 0.00647461 0.00686345 0.00729108 0.00685389 0.00599826 0.00675634 0.00611743 0.00312035 0.000969613 0.00517387 0.00268959 0.00782185 0.00672772 0.00910151 0.0118847 -0.00037861 -0.00425775 0.00885233 0.00877793 0.00551573 0.0104362 0.00471637 0.00291122 0.00828786 0.00461248 0.00420323 0.00569889 0.01054
internal_weight=0 2775 572 549 524 498 408 365 344 346 169 177 147 55 151 106 71 92 50 2203 2183 322 45 277 184 93 57 161 128 63
internal_count=3121 2775 572 549 524 498 408 365 344 346 169 177 147 55 151 106 71 92 50 2203 2183 322 45 277 184 93 57 161 128 63
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=31
num_cat=0
split_feature=4 2 3 15 149 15 1209 3 1186 483 157 151 16 0 14 150 483 47 4 15 41 155 51 49 160 160 133 43 3 2
split_gain=0.695515 0.231659 0.191758 0.175167 0.173662 0.158653 0.271193 0.221519 0.207578 0.19639 0.283434 0.176577 0.180734 0.210056 0.271421 0.164681 0.169473 0.160697 0.165428 0.160055 0.190672 0.15557 0.171948 0.152026 0.150489 0.16785 0.147629 0.147467 0.255683 0.254645
threshold=0.27287000000000006 0.14285500000000004 0.63141500000000017 -0.079929999999999987 0.07770500000000001 0.013270000000000002 0.091045000000000001 -0.079594999999999985 0.08426500000000002 0.12605000000000002 -0.14310999999999999 0.084990000000000024 0.24134000000000003 -0.14920999999999998 0.078235000000000013 1.0000000180025095e-35 0.11494000000000001 0.077555000000000013 0.0012600000000000003 -0.17952999999999997 0.077565000000000009 0.083440000000000014 -0.13782999999999998 -0.046979999999999987 -0.54913999999999985 -0.53327999999999987 0.017095000000000003 -0.05647499999999999 -0.0025099999999999996 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -3 23 6 7 8 19 10 -9 12 13 14 -7 16 24 21 -19 -1 -21 -12 -23 -2 -15 -26 -5 28 -25 -29
right_child=2 3 -4 26 -6 11 -8 9 -10 -11 17 -13 -14 15 -16 -17 -18 18 -20 20 -22 22 -24 27 25 -27 -28 29 -30 -31
leaf_value=0.01592066799768652 -0.0031466054641454259 0.0090575881996283348 -0.0065622493606425974 -0.0047449301934995467 0.010858630668633998 0.023063890780317908 -0.0036716022981665803 -0.0042900791141568398 -0.00057178729889439603 0.015412858499022311 0.0043763268524378571 0.017548337387030613 0.00099221927253072902 0.015356119660496275 0.009413102650832313 -0.00067676475052447888 0.00078401499276547701 0.012167141814886864 0.0062511220284876736 0.0085933558992710123 0.0011740777170656024 0.014847714764376484 0.0031120430395080176 0.0038098649510524183 -0.00036380356342908269 0.0084982397037364054 0.0048681525370048708 0.010188047080209442 -0.0068851586332300809 0.0022752099288313697
leaf_weight=27 38 27 20 34 27 21 23 27 25 20 431 20 32 30 42 20 28 69 133 683 35 30 20 70 21 943 28 63 31 103
leaf_count=27 38 27 20 34 27 21 23 27 25 20 431 20 32 30 42 20 28 69 133 683 35 30 20 70 21 943 28 63 31 103
internal_value=0 0.00738748 0.00276083 0.00246669 0.00332246 0.0075509 0.00689343 0.00705543 0.00821548 0.00583182 0.00556193 0.00841634 0.00825571 0.00846606 0.0139634 0.00813369 0.0083061 0.00595139 0.00827194 0.00851035 0.00823169 0.00497686 0.0101534 0.00265532 0.00851799 0.00830519 -0.000403538 0.00348106 0.000527234 0.00527827
internal_weight=0 2769 352 89 332 2680 1523 1500 770 730 710 1157 1137 1105 63 1042 1022 683 202 745 718 481 50 305 994 964 62 267 101 166
internal_count=3121 2769 352 89 332 2680 1523 1500 770 730 710 1157 1137 1105 63 1042 1022 683 202 745 718 481 50 305 994 964 62 267 101 166
is_linear=0
shrinkage=0.0980392


Tree=3334
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 1 1429 39 49 50 40 51 1 3 3 52 160 150 0 52 13 457 13
split_gain=61.6649 9.75409 5.31838 4.24972 3.28776 3.26661 2.11868 2.08671 2.01529 1.82706 1.48396 1.40795 0.925077 0.962458 0.809176 0.795431 0.699146 0.647122 0.584085 0.545301 0.544544 0.744232 0.512429 0.502412 0.519782 0.492378 0.486594 0.471636 0.624484 0.44918
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14753000000000002 0.40124500000000002 -1.0000000180025095e-35 0.10731 0.062655000000000016 0.09253500000000002 0.092120000000000021 0.080270000000000022 0.084690000000000015 0.098220000000000016 -0.054984999999999992 0.041865000000000006 -0.077474999999999988 0.11144500000000002 0.11910500000000002 0.149315 -0.017889999999999996 -0.16675999999999999 0.081905000000000019 0.083095000000000016 -0.10607499999999999 -0.56176499999999996 -0.07743499999999999 0.048635000000000005 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 7 9 17 -9 11 -4 12 18 23 20 -2 29 -3 -1 -5 21 -10 -11 -14 -25 -23 -13 -28 -29 -7
right_child=1 5 10 19 -6 16 -8 8 14 22 -12 26 13 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0012214638490961533 0.00065033179537122405 0.00028742426827809645 0.0010051832365725005 0.00056791970720782741 0.00062926773520588291 0.00010446547563793718 0.00059118324572565999 0.00077021937034899555 0.00018307095286501882 0.0011616960584240801 0.00049963566860911708 0.0012806700389174854 0.0011482595232500917 0.0007091951030248414 6.4842199329956404e-05 0.0010486571752621405 0.00025972098644857773 -3.8249370977044005e-05 0.00094355157193015606 0.00024969201025646325 0.00024937812945390492 0.00049723283510127872 0.001520605120319047 0.0011127454209085297 0.00069569122484501665 0.00084969594052024917 0.0011392216341412258 0.0010412539309927705 0.00072271123762224232 -0.00022882385600786869
leaf_weight=943 23 45 34 47 48 22 26 61 23 20 65 40 453 22 30 119 23 49 30 37 51 64 65 27 20 20 194 442 25 53
leaf_count=943 23 45 34 47 48 22 26 61 23 20 65 40 453 22 30 119 23 49 30 37 51 64 65 27 20 20 194 442 25 53
internal_value=0 0.000446113 0.00111846 0.000777339 0.00113718 0.000276368 0.00114775 0.000366572 0.00046054 0.00115409 0.000673258 0.00114317 0.00117717 0.00111058 0.000360059 0.00098414 -3.93453e-05 0.000117658 0.0012129 0.000427748 0.000416112 0.000495584 0.00143616 0.00112824 0.000935276 0.000581153 0.00107067 0.00105796 0.0010242 -0.000131059
internal_weight=0 667 2454 226 2355 441 2307 343 249 2281 99 2196 1495 522 188 142 98 94 973 84 158 107 85 500 47 84 701 661 467 75
internal_count=3121 667 2454 226 2355 441 2307 343 249 2281 99 2196 1495 522 188 142 98 94 973 84 158 107 85 500 47 84 701 661 467 75
is_linear=0
shrinkage=0.00196078


Tree=3335
num_leaves=31
num_cat=0
split_feature=1 2 48 123 4 16 16 4 3 30 33 2 13 9 4 51 15 0 400 15 454 1424 158 133 1454 51 156 1429 475 42
split_gain=0.771008 0.22568 0.190708 0.188201 0.168497 0.16477 0.485852 0.449923 0.147814 0.143828 0.199243 0.14824 0.142159 0.175205 0.13997 0.239209 0.180146 0.136489 0.133606 0.130023 0.116715 0.113074 0.113198 0.191609 0.17921 0.153169 0.232244 0.19469 0.143578 0.351953
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.50427999999999995 -0.39185999999999993 -0.15012499999999998 0.51303500000000013 -0.049509999999999992 0.086065000000000016 0.083840000000000012 -0.0091949999999999983 -0.0093149999999999986 0.091600000000000015 -0.059649999999999988 -0.064959999999999976 -0.088184999999999986 -0.14723999999999998 -0.063679999999999987 -0.070929999999999979 -0.082299999999999984 1.0000000180025095e-35 0.07968500000000002 -0.54656499999999986 0.081720000000000015 -0.095144999999999993 0.088855000000000003 -0.026244999999999997 -0.085684999999999997 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 -2 -7 8 19 10 11 12 -1 -14 -10 -16 -17 -5 -6 -8 -13 22 23 -22 -24 26 -25 -28 29 -27
right_child=5 2 -4 17 18 6 7 -9 14 -11 -12 20 13 -15 15 16 -18 -19 -20 -21 21 -23 24 25 -26 28 27 -29 -30 -31
leaf_value=0.009851254285736518 -9.841839375440032e-05 0.014233729702516877 -0.0036747039668262003 -0.0058770688367076225 -0.0012245140250094913 0.018766625755510871 0.01546128603280522 -0.010364074189641068 0.0086559587673816305 0.0010913674318199528 0.017241523566190155 0.015828594001941382 -0.0065304772263126715 0.0063870345242321496 0.0070091987076011724 0.0018875008732404397 -0.010769876500588992 0.0043763941701350584 0.0067376937819237015 0.0046436611272511075 0.017546946066431701 0.015451368175092198 0.011167386224230705 -0.0017511371977715975 0.0012278056936338546 0.017719424139594344 0.00089260439282817837 0.011633721198886634 0.0077325355319068471 0.0046807937097509168
leaf_weight=22 140 29 20 20 22 21 20 23 28 29 24 20 21 21 32 23 22 37 501 25 20 21 195 42 20 47 27 45 1567 37
leaf_count=22 140 29 20 20 22 21 20 23 28 29 24 20 21 21 32 23 22 37 501 25 20 21 195 42 20 47 27 45 1567 37
internal_value=0 0.00760051 0.00593373 0.00624928 0.00681417 0.00251617 0.00440299 0.00265942 0.00465636 0.00808633 0.00818161 0.00807832 0.0033393 -7.17214e-05 0.0026013 0.000399605 -0.00430055 0.000778688 0.00640276 0.00945149 0.00822692 0.00815169 0.00807505 0.00781395 0.0102428 0.00770366 0.00415851 0.0076058 0.00794845 0.0119762
internal_weight=0 2787 629 609 552 334 194 173 150 2158 2129 2105 64 42 105 77 45 57 523 45 2041 2021 2000 1785 215 1765 114 72 1651 84
internal_count=3121 2787 629 609 552 334 194 173 150 2158 2129 2105 64 42 105 77 45 57 523 45 2041 2021 2000 1785 215 1765 114 72 1651 84
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=31
num_cat=0
split_feature=1 1 1213 12 1185 14 11 0 2 1444 4 3 4 16 3 10 2 12 2 10 4 43 3 1375 12 1177 1212 1213 52 474
split_gain=0.624516 0.193666 0.258184 0.214538 0.166883 0.151806 0.14673 0.169322 0.174248 0.159208 0.264425 0.344536 0.182881 0.299737 0.166805 0.144122 0.187261 0.197862 0.25714 0.183653 0.156907 0.143607 0.420587 0.152607 0.153482 0.142728 0.143323 0.231247 0.158523 0.1977
threshold=0.12000500000000001 0.086920000000000011 0.0036000000000000003 0.085055000000000006 0.089300000000000004 -0.10708499999999999 0.083010000000000014 -0.14920999999999998 0.083215000000000011 -0.083894999999999983 -0.49013999999999996 0.013900000000000001 -0.14098499999999997 0.064860000000000015 -0.10519499999999998 1.0000000180025095e-35 0.116525 -0.42850999999999995 0.31358000000000003 -1.0000000180025095e-35 0.50996500000000011 -0.11720999999999999 -0.022174999999999997 -0.27302499999999996 -0.096104999999999982 -0.047249999999999993 0.11796000000000001 0.26821500000000004 -0.53964499999999982 0.085685000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 7 8 -1 -9 14 12 13 -12 -11 16 19 -18 -19 -2 -17 -7 -23 -24 -25 -14 27 28 29 -27
right_child=15 2 -4 -5 -6 21 -8 9 -10 10 11 -13 25 -15 -16 20 17 18 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.019229054939933123 0.00078758487167457738 0.010058717241101876 -0.0023845451724666517 0.0073617695429610891 0.014843413094058634 0.010951200272887946 -0.0011945554334670306 -0.0012489530257880689 0.0089918001174616319 0.020626661841842264 0.0081283080897544737 -0.0035574737327018131 0.015840342305600646 -0.0081551865953952071 0.0099621901309795008 -0.0096015926729887732 0.010756102602463216 0.001741753004565896 -0.0095987244752114235 0.010075267804786563 0.0022818547147326171 -0.0074501721133642344 -0.0039445723451319191 -0.0033327812905467693 0.0055535665849308956 0.0071127003214011596 0.012772012967368627 -0.0027861204362757829 0.0071112637852864761 0.019153460120782256
leaf_weight=23 33 41 38 523 30 25 20 22 60 22 26 30 20 20 44 20 20 153 23 60 25 34 21 21 261 30 47 23 1381 25
leaf_count=23 33 41 38 523 30 25 20 22 60 22 26 30 20 20 44 20 20 153 23 60 25 34 21 21 261 30 47 23 1381 25
internal_value=0 0.00684046 0.00569412 0.00602564 0.00744664 0.00429166 0.00732288 0.00741896 0.0118286 0.00720239 0.00731386 0.0070583 0.00726089 0.00104853 0.013517 0.00226455 0.00308424 0.00133081 0.000259759 0.00677964 -0.00299968 0.00363848 0.003096 0.00427939 0.00489182 0.00744815 0.0073367 0.00716161 0.00732094 0.0125858
internal_weight=0 2787 964 926 1823 403 1793 1773 83 1690 1668 1602 1572 46 66 334 289 196 176 93 45 362 337 303 282 1526 1506 1459 1436 55
internal_count=3121 2787 964 926 1823 403 1793 1773 83 1690 1668 1602 1572 46 66 334 289 196 176 93 45 362 337 303 282 1526 1506 1459 1436 55
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=31
num_cat=0
split_feature=2 10 9 10 123 34 3 39 0 44 15 160 0 16 51 1209 129 4 156 43 13 160 156 12 15 133 1426 1429 42 4
split_gain=0.51357 0.266213 0.227411 0.251157 0.206329 0.205047 0.19145 0.171541 0.193271 0.155434 0.171492 0.24736 0.219456 0.445138 0.329694 0.258977 0.218794 0.196609 0.193173 0.16767 0.249457 0.184463 0.17754 0.204526 0.204946 0.163051 0.162938 0.17616 0.256907 0.212418
threshold=0.13404500000000005 0.058500000000000003 -1.0000000180025095e-35 -0.0087699999999999983 0.083965000000000012 -1.0000000180025095e-35 0.0022600000000000003 -1.0000000180025095e-35 0.034820000000000011 1.0000000180025095e-35 0.040760000000000005 -0.54913999999999985 -0.13027499999999997 -0.0092699999999999987 -0.079189999999999983 0.091045000000000001 0.096450000000000022 -0.15464999999999998 0.078780000000000003 -0.092909999999999979 0.10820000000000002 -0.089744999999999978 0.084715000000000013 0.090695000000000012 -0.033689999999999991 0.089405000000000012 -0.089244999999999977 0.084485000000000018 0.086555000000000007 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -3 -2 -9 10 11 -7 13 18 -15 16 19 -12 -13 22 21 -21 23 24 25 -14 -23 -28 29 -29
right_child=7 6 5 -5 -6 9 -8 8 -10 -11 17 12 15 14 -16 -17 -18 -19 -20 20 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.002469582205993079 -0.0075791328004561377 0.0038442956942549727 0.014606411373242737 -0.0079605556133648635 0.010975996121764184 -0.0055160175322089347 -0.0069868598897010088 0.0031413891771099136 -0.0061923785135149963 0.013012168037376421 0.013488513979307832 0.0040494168415568981 0.020964673340872486 -0.015017265490816846 0.0016891977059896345 -0.0045160990986253388 -0.00094220524568719649 0.0068792014548701586 0.014104218293158784 0.009075697053977776 -0.0040961303345165628 0.014662609068327585 0.018482040809467436 0.0039172445229546686 0.0056529447532204149 0.0093671154680950251 0.0048398981304454301 0.0087523558887588823 0.0031854782947430427 0.019490004003185919
leaf_weight=21 20 47 30 23 25 20 25 197 25 34 47 212 27 21 27 22 39 1062 21 210 23 20 20 59 34 22 652 58 51 27
leaf_count=21 20 47 30 23 25 20 25 197 25 34 47 212 27 21 27 22 39 1062 21 210 23 20 20 59 34 22 652 58 51 27
internal_value=0 0.00608759 0.0062416 0.00057168 0.0048378 0.00638449 8.34778e-05 0.00129116 0.00209029 0.0062934 0.00620797 0.00553383 0.00567687 0.00314915 -0.00561988 0.00623881 0.00642932 0.00715931 0.00495564 0.00666829 0.00620257 0.00643525 0.00966099 0.00841859 0.0116183 0.0157576 0.005749 0.00552277 0.00879652 0.0121631
internal_weight=0 2879 2807 69 46 2738 72 242 222 2708 2674 1565 1545 281 48 1264 1242 1109 233 1203 1041 1018 162 142 83 49 808 788 136 85
internal_count=3121 2879 2807 69 46 2738 72 242 222 2708 2674 1565 1545 281 48 1264 1242 1109 233 1203 1041 1018 162 142 83 49 808 788 136 85
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 4 2 1 2 14 11 1 4 1 2 40 123 3 43 1 12 3 15 50 52 4 0
split_gain=50.1636 8.34882 4.41302 3.78284 2.85104 2.73492 2.13773 1.84625 1.6108 1.87574 1.58983 1.36601 1.15226 0.725814 0.752294 1.25251 0.71313 0.69082 0.676756 0.657315 0.52765 0.714415 0.519375 0.508607 0.579627 0.480486 0.462612 0.448704 0.460275 0.693818
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.40124500000000002 0.13754500000000003 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.09253500000000002 0.089775000000000008 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.122715 0.094835000000000017 -0.077474999999999988 0.10695000000000002 0.31299000000000005 -0.078139999999999973 0.090540000000000023 0.095780000000000018 -0.10831999999999999 -0.059484999999999989 0.041865000000000006 0.40674500000000008 -0.39518999999999993 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 16 7 6 11 18 -9 -10 17 12 22 14 23 -16 -2 -1 -3 20 21 -11 27 24 -13 -19 -6 28 -4 -30
right_child=1 4 5 -5 26 -7 -8 8 9 19 -12 13 -14 -15 15 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015160313468892829 0.0013545133465645361 0.00064927661681876464 0.0017243955649581611 0.00075918107317894494 0.00025597730283838469 0.00078966526183405904 0.00094993461375522063 0.0013178357445781861 0.0012072250656661838 0.000553581572375169 0.00084913516387824886 0.0011622615938419701 0.0017293101970374195 0.0015385954593502543 0.0014396556986192336 0.00088496291193565426 0.0010098300283577009 0.0012890754276389121 0.00031622971640806607 0.00035310842715948122 0.00051176565298025859 0.00086363691836595531 0.0013687756601120493 0.0013021688886740552 0.0014292855045426041 0.00090479793279380296 0.00057385251758094535 0.0012248696921085443 0.0014771687506590207 0.0011251378195184332
leaf_weight=26 113 45 28 84 75 27 37 21 30 40 71 34 60 83 29 34 29 29 49 21 37 100 239 301 387 22 23 28 997 22
leaf_count=26 113 45 28 84 75 27 37 21 30 40 71 34 60 83 29 34 29 29 49 21 37 100 239 301 387 22 23 28 997 22
internal_value=0 0.000782571 0.00138899 0.00108901 0.000625529 0.00141005 0.0014174 0.0007098 0.000798188 0.000750326 0.00106077 0.00142512 0.00146358 0.00136422 0.00134579 0.0011403 0.00128412 0.00125592 0.000475667 0.000681099 0.000720013 0.00077505 0.00145145 0.00136372 0.00140772 0.00112331 0.000330581 0.00146983 0.00147638 0.00146957
internal_weight=0 667 2454 226 441 2306 2279 343 249 228 148 2242 1374 868 785 63 142 77 94 198 177 140 1314 722 421 51 98 1075 1047 1019
internal_count=3121 667 2454 226 441 2306 2279 343 249 228 148 2242 1374 868 785 63 142 77 94 198 177 140 1314 722 421 51 98 1075 1047 1019
is_linear=0
shrinkage=0.00196078


Tree=3339
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 0 42 2 2 133 47 16 475 34 13 4 1 1429 52 39 2 156 12 15 1 1
split_gain=40.1386 6.98004 4.07874 3.41875 3.20562 2.29979 1.41332 1.22477 1.07936 0.935674 0.932408 0.847192 0.840771 0.697793 0.586952 1.2592 0.577903 0.51343 0.519615 0.527829 0.511317 0.645723 0.563899 0.498841 0.531812 0.464135 0.542601 0.518467 0.784576 0.508961
threshold=0.10538500000000002 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.15109000000000003 0.062655000000000016 -0.22491999999999998 -0.0060199999999999993 -0.090999999999999984 0.25063000000000007 0.089200000000000015 0.10019500000000002 -0.29154999999999992 -0.08230999999999998 -0.028109999999999996 -0.28558999999999996 0.40124500000000002 0.080270000000000022 0.084690000000000015 0.31359500000000001 0.084780000000000008 -0.0091949999999999983 1.0000000180025095e-35 0.13597000000000004 0.040760000000000005 0.089875000000000024 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 8 -6 9 11 -7 -5 -1 17 14 -3 -16 -11 -4 -19 -20 22 -22 -13 -12 -25 26 27 28 -18 -29
right_child=1 2 12 10 6 7 -8 -9 -10 16 23 20 -14 -15 15 -17 25 18 19 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00092286446236352867 0.0012890307715645543 0.00063481367298871794 0.00020472083715539351 0.001253912590756189 0.0011559513314034927 0.00088116525902789868 0.00070427139261582952 0.00072007105971863073 0.001568893779624091 0.0013919790270829609 0.0005543755241951573 0.0013470009457416878 0.00012159352779209873 0.00041175048579187955 0.00056472496393530133 0.0012445171469566867 0.0011688158116625858 0.0003592063080904866 0.0008767576508038078 0.00050184475557998615 0.0012746480733611041 0.00091513664187753896 0.0010780012584954103 0.00066451823750573894 0.0010605404564343831 0.0013318836893856942 0.00087661780483369947 0.0012316085613143541 0.00081563754524153456 0.0015382905331109186
leaf_weight=22 72 213 25 22 84 34 39 21 62 64 23 894 36 45 22 20 346 47 22 42 485 20 31 22 32 87 22 218 26 23
leaf_count=22 72 213 25 22 84 34 39 21 62 64 23 894 36 45 22 20 346 47 22 42 485 20 31 22 32 87 22 218 26 23
internal_value=0 0.000712413 0.000642637 0.00125486 0.000746158 0.00126987 0.00101274 0.00118765 0.00131553 0.00119963 0.000897913 0.00130472 0.000388048 0.000636861 0.000676587 0.000888436 0.0012134 0.00045858 0.000515755 0.000630721 0.00131059 0.00126041 0.00133799 0.000796199 0.000899198 0.00119757 0.00117917 0.00119003 0.00114413 0.00126088
internal_weight=0 667 595 2454 423 2355 123 841 1514 820 99 1452 172 300 255 42 786 136 111 64 1430 505 925 77 54 722 635 613 372 241
internal_count=3121 667 595 2454 423 2355 123 841 1514 820 99 1452 172 300 255 42 786 136 111 64 1430 505 925 77 54 722 635 613 372 241
is_linear=0
shrinkage=0.00196078


Tree=3340
num_leaves=31
num_cat=0
split_feature=1 4 11 402 12 2 133 454 51 457 0 48 13 10 51 52 4 15 1455 1455 159 49 475 158 3 0 50 52 133 12
split_gain=0.717832 0.245807 0.215633 0.214857 0.238409 0.223285 0.189686 0.190988 0.220577 0.177673 0.165886 0.164764 0.1746 0.153426 0.14499 0.137847 0.131609 0.129611 0.124838 0.19956 0.247474 0.139011 0.216938 0.178858 0.192974 0.286451 0.175987 0.164464 0.210278 0.184792
threshold=0.10337500000000001 -0.39518999999999993 -1.0000000180025095e-35 0.10052500000000002 -0.26532499999999998 0.13622000000000004 0.089200000000000015 -0.037229999999999992 0.11381000000000001 0.083415000000000017 0.22582000000000002 -1.0000000180025095e-35 -0.085384999999999975 -0.086389999999999981 -0.047599999999999996 -0.024714999999999997 0.42051500000000003 -1.0000000180025095e-35 -0.24112999999999998 -0.088874999999999982 -0.017094999999999996 0.11560500000000001 0.068270000000000011 -0.4686749999999999 0.10732000000000001 -0.019414999999999998 -0.24165499999999998 -0.11183499999999999 0.089405000000000012 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 14 -3 4 -4 6 7 -6 9 11 13 -9 16 -1 -2 -8 -13 -14 -15 20 -20 22 23 -21 26 -26 -25 29 -29 -23
right_child=1 2 3 -5 5 -7 15 8 -10 -11 -12 12 17 18 -16 -17 -18 -19 19 21 -22 27 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00071973873156250701 0.0062843884886680254 -0.0063687348327435122 0.014096989331311224 -0.0057805762069698093 -0.0034942445470768886 0.00061184893209985109 -0.0064874247079984701 0.014523908107653454 0.013988637157886849 0.00038178470602470596 -0.00092086387862539212 0.0046683026512414879 0.0065937874047389995 0.013553348020588753 0.015848748491821336 0.003321556363017389 -0.0039861900381914341 0.014651805804062919 -0.0060944651762345628 0.015530826341287763 0.0078005539103351137 0.014951622319024277 0.016147846986046609 0.015902877714249565 -0.0067501512603824702 0.0096441256361739589 0.0079349174249601848 -0.0054615476887025574 0.0058638155915461685 0.0040986127964149103
leaf_weight=20 39 20 23 21 20 147 21 23 33 53 21 57 150 37 25 40 24 22 22 30 28 25 32 27 21 20 2016 26 40 38
leaf_count=20 39 20 23 21 20 147 21 23 33 53 21 57 150 37 25 40 24 22 22 30 28 25 32 27 21 20 2016 26 40 38
internal_value=0 0.00422173 0.00365426 0.00397045 0.0043045 0.00392275 0.00502141 0.00583209 0.00634735 0.0055809 0.00775453 0.00657928 0.00585705 0.00783101 0.0100205 -5.5306e-05 0.00210401 0.00762446 0.00790341 0.0078135 0.00168675 0.00794815 0.00813605 0.00801477 0.00790657 0.00124706 0.00804022 0.0048224 0.00140231 0.00840536
internal_weight=0 718 654 634 613 590 443 382 362 329 2403 276 253 2382 64 61 81 172 2362 2325 50 2275 2146 2114 2084 41 2043 129 66 63
internal_count=3121 718 654 634 613 590 443 382 362 329 2403 276 253 2382 64 61 81 172 2362 2325 50 2275 2146 2114 2084 41 2043 129 66 63
is_linear=0
shrinkage=0.0980392


Tree=3341
num_leaves=31
num_cat=0
split_feature=1 3 148 124 48 147 9 43 0 1375 11 12 2 43 3 3 12 131 132 3 10 48 48 15 13 3 132 403 13 3
split_gain=0.581444 0.200859 0.227899 0.214112 0.1575 0.169046 0.177834 0.228666 0.134368 0.13277 0.125575 0.130827 0.168863 0.214728 0.159392 0.238255 0.149118 0.130679 0.124715 0.177511 0.124275 0.119781 0.114239 0.148858 0.134711 0.12826 0.112932 0.15483 0.126809 0.126449
threshold=0.10337500000000001 0.31370500000000007 -0.095079999999999984 0.0049200000000000008 -0.086869999999999989 0.099730000000000027 -1.0000000180025095e-35 -0.081779999999999978 0.22582000000000002 -0.066804999999999989 0.099410000000000012 0.10673000000000001 0.10444500000000002 -0.078654999999999989 0.13524500000000003 0.088060000000000013 0.11527000000000001 0.09031500000000002 0.10613500000000002 0.42240500000000009 -0.086389999999999981 0.084670000000000009 0.10184000000000001 -0.12255999999999999 -0.010384999999999998 -0.073309999999999986 0.098425000000000012 -1.0000000180025095e-35 -0.0034749999999999994 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -4 6 7 -6 20 -8 11 12 17 21 15 -15 -13 -11 19 -3 -1 -14 23 24 -22 -24 29 28 -28 -25
right_child=1 18 3 -5 5 -7 9 -9 -10 10 -12 16 13 14 -16 -17 -18 -19 -20 -21 22 -23 25 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00064776496340831114 -0.0055666878318586278 0.00069294360525650443 0.013841038241105922 -0.0025026525765422061 0.0066364868396547585 -0.0034356820139761703 0.013774875258711877 -0.006131774948711614 -0.0008287773981523448 0.011534186991846192 0.01282849773240015 -0.0054003468817581364 -0.0052143801305949327 0.0053387501266441888 0.0010424473668646181 0.01491558996932592 0.0046049840560687116 0.0051384884816716055 0.00566355001917432 -0.0098765572579968871 0.013696921525800409 0.003621700471282322 0.0063094474788957218 0.0070441100905116088 0.0068664267450394409 -0.0007509581445009207 0.010948008383065765 0.015696736550519317 0.0015002934798787543 0.0016085317129674469
leaf_weight=20 21 56 20 36 26 22 20 28 21 73 22 22 29 94 44 34 41 53 26 21 64 30 79 2000 49 36 36 34 22 42
leaf_count=20 21 56 20 36 26 22 20 28 21 73 22 22 29 94 44 34 41 53 26 21 64 30 79 2000 49 36 36 34 22 42
internal_value=0 0.00379955 0.00447062 0.00482547 0.00529825 0.00498068 0.00533952 1.59067e-05 0.00697907 0.00596176 0.00560822 0.00523002 0.00595689 0.00438214 0.00613279 0.0078826 0.00111106 0.00884393 -0.000207287 -0.00218965 0.00704791 -0.000721458 0.00711307 0.00726732 0.010735 0.00409923 0.00708369 0.0104437 0.00736439 0.00693231
internal_weight=0 718 615 594 558 538 516 54 2403 462 442 420 357 231 172 128 63 126 103 77 2382 59 2362 2247 113 115 2134 92 58 2042
internal_count=3121 718 615 594 558 538 516 54 2403 462 442 420 357 231 172 128 63 126 103 77 2382 59 2362 2247 113 115 2134 92 58 2042
is_linear=0
shrinkage=0.0980392


Tree=3342
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 4 42 2 14 2 4 49 52 1 1 2 50 1 11 43 40 48 2 0 15 12 4 13
split_gain=49.4575 8.14921 4.35961 3.50463 2.66931 2.3551 1.89868 1.87809 1.79061 1.77351 1.38792 1.16121 0.81598 0.81258 0.673996 0.671362 0.657271 1.08528 0.623519 0.576927 0.560334 0.495626 0.49166 0.480896 0.460365 0.450533 0.429825 0.42468 0.404594 0.395701
threshold=0.10538500000000002 -0.059315 -0.076779999999999987 0.27834500000000006 0.14753000000000002 0.13404500000000005 -1.0000000180025095e-35 0.40124500000000002 -0.0060199999999999993 0.10613000000000002 0.062655000000000016 0.089885000000000007 -0.15464999999999998 -0.054984999999999992 -0.56176499999999996 0.13534000000000004 0.089770000000000016 0.10644500000000001 0.041865000000000006 0.090540000000000023 1.0000000180025095e-35 -0.080324999999999994 -0.077474999999999988 0.090225000000000014 0.11411 0.18019500000000002 -0.41942499999999994 0.090285000000000018 0.061775000000000004 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 6 7 22 10 -1 28 11 19 -11 -2 -13 -14 25 23 -6 -4 -12 -10 -3 -18 -5 27 -26 -16 -8 -21
right_child=1 4 5 24 18 -7 9 -9 21 12 20 14 15 -15 16 -17 17 -19 -20 29 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012660777115938711 0.00087589117978641553 0.00055965449312024118 0.0014033657260591615 0.00090276084353331639 0.00019556817229764135 0.00091714659700540603 0.0012526335529760733 0.00082757566875720553 0.00086373663449298044 0.0010280005867574727 0.0013546768258891854 0.0015221974263817249 0.00065700243712120854 0.0012784872764485496 0.0013769371845023602 0.00029770423930522628 0.00077175025616874212 0.0014826452176944882 0.00056460787750977487 0.0013286074636239822 0.0017032289020753068 0.00050855223375284456 0.00027578279578021497 0.0011591416667838068 0.00076224008440326559 0.0010051961261413845 0.00041140475003596615 0.0012724478261552721 0.0009069706723580952 0.0010947604768364494
leaf_weight=40 23 45 1090 30 75 49 23 26 44 20 25 46 153 119 213 23 28 20 23 213 61 23 49 22 29 20 25 502 30 32
leaf_count=40 23 45 1090 30 75 49 23 26 44 20 25 46 153 119 213 23 28 20 23 213 61 23 49 22 29 20 25 502 30 32
internal_value=0 0.000722726 0.00132486 0.00102548 0.000567573 0.00134251 0.000649114 0.00135158 0.000937796 0.000738748 0.00135757 0.00134796 0.000652697 0.00121328 0.00129136 0.000610049 0.00127817 0.00109661 0.00028218 0.00138404 0.00160191 0.000741808 0.000411679 0.000942202 0.000708011 0.00129546 0.000599816 0.00130358 0.00105698 0.00129806
internal_weight=0 667 2454 226 441 2347 343 2298 107 249 2272 2186 196 142 851 176 805 70 98 1335 86 67 94 50 84 735 54 715 53 245
internal_count=3121 667 2454 226 441 2347 343 2298 107 249 2272 2186 196 142 851 176 805 70 98 1335 86 67 94 50 84 735 54 715 53 245
is_linear=0
shrinkage=0.00196078


Tree=3343
num_leaves=31
num_cat=0
split_feature=1 3 0 12 14 4 39 9 39 456 49 16 43 1 1 51 42 12 12 15 12 11 129 3 1 394 0 12 16 52
split_gain=0.634172 0.204298 0.191264 0.161264 0.282658 0.181114 0.138241 0.130681 0.149583 0.124333 0.14391 0.244813 0.368142 0.155375 0.130163 0.235247 0.122795 0.165778 0.199684 0.119134 0.112482 0.214391 0.174561 0.13173 0.122268 0.385648 0.263646 0.275906 0.14424 0.360991
threshold=0.10337500000000001 -0.07793499999999999 0.089620000000000019 -0.12529499999999996 -0.073114999999999986 -0.17966999999999997 0.10076500000000001 0.085355000000000014 0.095830000000000012 0.090345000000000009 -0.054984999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13501500000000002 0.111945 0.012085000000000002 -0.019989999999999997 0.10589000000000003 0.11351500000000002 -0.083359999999999976 0.11734000000000001 0.08976000000000002 0.11234000000000001 -0.055119999999999995 0.085760000000000017 -0.079949999999999979 -0.095504999999999993 0.080890000000000017 0.19444000000000003 0.070205000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 16 3 4 -3 -5 20 8 9 10 19 13 -13 14 -12 -16 -2 -18 -19 -7 21 22 24 -22 28 -26 27 -27 -1 -30
right_child=1 2 -4 5 -6 7 -8 -9 -10 -11 11 12 -14 -15 15 -17 17 18 -20 -21 23 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0082961434328987001 0.00074223940870885192 0.017000259742464708 -0.0060934048484672203 0.011023691687732935 0.0028832791750696869 0.0040802003682724073 0.0013283823228751621 -0.0054276478791420932 -0.001059978878557948 -0.002764686429873109 0.0034940763376653198 0.0039154245927021268 -0.01148092769412324 -0.00092665859697116252 0.015274768154061326 0.0029984192344946446 0.0095516657739240524 -0.0036925354232759371 0.0098368430859409276 0.013149894786377748 0.00011357369042153275 0.017105182058488332 0.016086715424899013 0.0080864968575770045 -0.0058824156299233446 0.0051718519356834828 0.007989898451907923 -0.006379565164164748 0.0069692267902495197 -0.0063611519862087854
leaf_weight=1455 29 23 22 25 37 28 36 21 84 27 56 41 25 31 37 27 131 24 20 30 43 24 24 40 25 101 432 26 174 23
leaf_count=1455 29 23 22 25 37 28 36 21 84 27 56 41 25 31 37 27 131 24 20 30 43 24 24 40 25 101 432 26 174 23
internal_value=0 0.00409162 0.00302894 0.00343685 0.00829479 0.00276214 0.00747859 0.00225467 0.00267262 0.00371083 0.00434661 0.00316394 -0.00191653 0.00538454 0.00701493 0.0100957 0.00676916 0.00776791 0.00245718 0.00877142 0.00757213 0.00770355 0.0076037 0.00395595 0.00751265 0.00626895 0.00681239 0.00280699 0.00795232 0.00541289
internal_weight=0 718 514 492 60 432 2403 407 386 302 275 217 66 151 120 64 204 175 44 58 2367 2284 2260 83 2236 584 559 127 1652 197
internal_count=3121 718 514 492 60 432 2403 407 386 302 275 217 66 151 120 64 204 175 44 58 2367 2284 2260 83 2236 584 559 127 1652 197
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 14 1 48 2 2 13 130 160 1 4 1 12 16 43 52 475 49 1 3 1 1447
split_gain=101.651 15.2072 9.72684 8.50114 7.38416 4.66807 3.31554 2.95422 2.52261 2.38886 2.16569 1.71799 1.67156 1.18282 1.09859 0.938518 1.32331 0.926662 0.856832 0.825285 0.784423 0.761502 0.676022 0.527998 0.508714 0.543762 0.478409 0.472689 0.470011 0.469927
threshold=0.10538500000000002 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.090425000000000019 0.40473500000000007 0.14122000000000004 0.13082500000000002 0.062655000000000016 0.09253500000000002 -0.015314999999999997 -0.090999999999999984 0.17025000000000004 -0.004174999999999999 -0.070634999999999989 -1.0000000180025095e-35 0.087135000000000004 -0.008819999999999998 0.093100000000000002 0.092550000000000007 -0.069894999999999985 0.064745000000000011 0.31359500000000001 -0.087429999999999994 0.11560500000000001 0.11453000000000001 1.0000000180025095e-35 0.12337000000000002 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 9 26 11 13 12 -5 -7 -1 -4 28 -16 -17 23 22 20 -20 -18 29 24 -14 -26 -6 -19 -3 -13
right_child=1 2 8 10 6 7 -8 -9 -10 -11 -12 18 17 -15 15 16 21 27 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011550556021657857 0.0016229902429315101 0.00061573230152822938 0.00029519043217866338 0.0014527449773188419 0.0016303640899851043 0.0011392553370973074 0.00074930100960684165 0.001014119509780367 0.00089180299600523209 0.0020940916022813847 0.00084201427010838974 0.0019277245955953005 0.0014900516723495682 -7.37028442980612e-05 0.00040058821293653229 0.0012472230116492573 0.00085110823259572615 0.0016377691500276351 0.0016212896572880538 0.0011669505380781215 0.0014262120717695849 0.00040641728277299914 0.0014563143206502759 0.0014924956234268663 0.0017568195338113323 0.0014298724305505553 0.0013245139513071663 0.0013642074458784289 0.00039516744723295985 0.0016392850732844205
leaf_weight=22 69 119 110 34 32 37 39 41 22 59 65 23 30 48 20 26 57 368 159 27 158 20 78 34 884 20 51 26 54 389
leaf_count=22 69 119 110 34 32 37 39 41 22 59 65 23 30 48 20 26 57 368 159 27 158 20 78 34 884 20 51 26 54 389
internal_value=0 0.000751388 0.000650819 0.00161463 0.000814921 0.00163829 0.00122086 0.00152848 0.000269738 0.00170769 0.00105176 0.0015527 0.00169122 0.000183122 0.000647609 0.000789277 0.000864751 0.00169988 0.00157104 0.00149603 0.00152406 0.000735604 0.0016237 0.00173251 0.00174125 0.00174959 0.00144243 0.00161972 0.000546885 0.00165539
internal_weight=0 667 598 2454 418 2355 122 912 180 1443 99 871 1384 158 296 123 103 1362 834 344 317 77 490 968 934 904 83 394 173 412
internal_count=3121 667 598 2454 418 2355 122 912 180 1443 99 871 1384 158 296 123 103 1362 834 344 317 77 490 968 934 904 83 394 173 412
is_linear=0
shrinkage=0.00196078


Tree=3345
num_leaves=31
num_cat=0
split_feature=1 3 148 4 124 51 43 13 9 147 151 3 131 0 40 156 10 0 3 392 1455 1455 16 159 156 1429 2 52 4 151
split_gain=0.77347 0.242122 0.201215 0.19581 0.161934 0.170901 0.223717 0.189941 0.194701 0.178985 0.197077 0.153525 0.141205 0.195365 0.127987 0.126731 0.123503 0.116347 0.172802 0.111252 0.112012 0.182825 0.179403 0.122897 0.230725 0.221549 0.325973 0.184484 0.278426 0.170735
threshold=0.10337500000000001 0.31299000000000005 -0.098399999999999974 -0.39518999999999993 0.0049200000000000008 0.14431500000000003 -0.24021999999999996 0.049530000000000012 -1.0000000180025095e-35 0.090425000000000019 0.015440000000000001 -0.14989499999999997 0.095715000000000008 -0.071719999999999992 0.051255000000000002 0.14401500000000003 -0.0069899999999999988 -0.13843999999999998 0.0022600000000000003 0.091685000000000003 -0.23681499999999997 -0.088874999999999982 -0.020119999999999996 -0.073364999999999986 0.087120000000000017 0.084770000000000012 0.086825000000000013 0.2800700000000001 -0.050494999999999991 0.086470000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 15 5 6 -5 8 16 10 11 -10 13 17 19 -4 -8 18 -13 20 -1 22 -22 24 -23 27 -27 29 -29 -25
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.013242748477382632 -0.0047422477323561911 0.00011340416660696855 0.014365845653963717 0.01471543201160702 -0.001639237491559066 0.013364118739962579 0.0034256773131589101 -0.0010031016862117931 0.013471978143430674 -0.00081264545237097669 0.016433382094837728 -0.0027306626001372936 0.011199304968310269 0.00055205004439217809 0.00046656386588107455 0.0049610250993915236 -0.0067192411748692397 0.0098106915960446579 0.0076385702882220772 0.015050262115571811 0.0085423221279467866 0.0092471677237116398 -0.0039952577020740138 0.0084341939813955356 0.020157022969353768 -0.0074868874793702911 0.0062394695086289706 -0.0049074583652394792 0.0076943584680557245 0.0024501361399508863
leaf_weight=41 20 115 38 22 36 25 30 57 26 34 20 25 36 81 22 23 20 65 45 23 21 252 25 1769 21 22 81 27 50 49
leaf_count=41 20 115 38 22 36 25 30 57 26 34 20 25 36 81 22 23 20 65 45 23 21 252 25 1769 21 22 81 27 50 49
internal_value=0 0.00431839 0.00512034 0.00545868 0.00483219 0.00531155 0.00487486 0.00438172 0.00518521 0.00606134 0.00684562 0.00615585 0.00540101 0.00443463 0.00805889 0.0108198 -0.00063229 0.00676418 0.00393527 0.00812904 0.00806153 0.00796985 0.00172842 0.00809627 0.0100864 0.00782435 0.00330763 0.00806985 0.00327554 0.00827291
internal_weight=0 718 603 583 522 486 461 439 382 332 298 278 252 216 2403 61 50 135 70 2381 2358 2317 46 2271 273 1998 103 1895 77 1818
internal_count=3121 718 603 583 522 486 461 439 382 332 298 278 252 216 2403 61 50 135 70 2381 2358 2317 46 2271 273 1998 103 1895 77 1818
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=31
num_cat=0
split_feature=1 11 402 3 12 2 457 15 484 160 3 43 40 1 151 15 13 394 49 160 2 4 42 1 12 49 124 133 1208 133
split_gain=0.626511 0.210276 0.199265 0.195087 0.183511 0.168214 0.226379 0.255007 0.179081 0.192374 0.161686 0.138499 0.12786 0.140687 0.153422 0.134221 0.124467 0.220741 0.200573 0.330978 0.261677 0.227147 0.170196 0.18707 0.165936 0.156088 0.142437 0.146876 0.336386 0.299711
threshold=0.10337500000000001 -1.0000000180025095e-35 0.10052500000000002 -0.24190499999999995 -0.26532499999999998 0.10731 0.079590000000000008 -0.41942499999999994 -0.070054999999999992 1.0000000180025095e-35 -0.096099999999999977 -0.079109999999999986 0.0064400000000000004 0.13657000000000002 0.015440000000000001 -0.46471999999999997 0.038215000000000006 -0.038399999999999997 0.0034800000000000005 -0.025879999999999997 0.113445 -0.27825499999999997 -0.082179999999999989 0.088875000000000023 0.085885000000000017 0.097180000000000016 -0.027784999999999997 0.11524500000000001 1.0000000180025095e-35 0.12330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 -5 6 7 11 -7 12 -9 -6 13 14 15 -10 22 -18 20 -20 21 -19 23 -1 -23 -21 -24 28 -28 -29
right_child=1 2 -4 4 5 8 -8 10 9 -11 -12 -13 -14 -15 -16 -17 17 18 19 25 -22 24 26 -25 -26 -27 27 29 -30 -31
leaf_value=0.0088074546411441822 -0.0061012912888591198 0.011513861436240311 -0.0053109563139278572 0.012596448476903478 0.0059367609520753232 -0.0057766376775415509 -0.0024442465780456042 0.016458673617236463 0.012091922324157857 0.0099261664186144453 0.0071508792183711013 -0.0039436391865213709 -0.0055413394960958295 -0.0011675650387508692 -0.0039354393069121908 0.0038847733891685552 -0.0046643062115774726 0.015367607940945858 -0.0093019464961709656 0.012048582914246231 -0.0030825966464774722 0.013670280333791002 0.0026620853952052507 0.017521886785723955 0.0055417430998351142 0.00077885517765299156 0.0073976391819939678 -0.0051995248186822041 0.020198940363365645 0.0061364449460068748
leaf_weight=265 20 35 21 23 25 25 31 20 22 33 174 30 20 70 21 148 20 37 20 21 21 29 69 26 144 27 1462 25 20 217
leaf_count=265 20 35 21 23 25 25 31 20 22 33 174 30 20 70 21 148 20 37 20 21 21 29 69 26 144 27 1462 25 20 217
internal_value=0 0.00381035 0.00409435 0.00438609 0.00399751 0.003678 0.0054563 0.0064399 0.00220919 0.00284501 0.00811045 0.000547452 0.00201341 0.00259232 0.00397029 0.00494688 0.00711079 0.00530734 0.00597434 0.00129427 0.00735202 0.00839548 0.00738684 0.00958606 0.00690433 0.00570936 0.00702991 0.00720473 0.0075704 0.00496537
internal_weight=0 718 698 677 642 619 280 249 339 314 194 55 281 261 191 170 2403 319 299 68 231 210 2084 291 173 48 1793 1724 1482 242
internal_count=3121 718 698 677 642 619 280 249 339 314 194 55 281 261 191 170 2403 319 299 68 231 210 2084 291 173 48 1793 1724 1482 242
is_linear=0
shrinkage=0.0980392


Tree=3347
num_leaves=31
num_cat=0
split_feature=1 52 1 123 4 12 4 16 2 1 47 2 14 0 15 0 2 4 3 160 4 43 11 483 16 160 4 0 51 4
split_gain=44.4776 7.13915 4.32033 3.71631 2.80685 2.6636 1.45046 1.50003 1.43856 1.27654 1.24563 1.16191 1.06745 1.12158 1.25362 1.07562 0.801842 0.799234 0.675499 0.797377 0.671938 0.625863 0.617471 0.582813 0.45022 0.429981 0.460319 0.419786 0.413589 0.408026
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.042705000000000007 0.089410000000000003 0.40124500000000002 -0.43320999999999993 0.13913500000000004 0.092845000000000025 0.13082500000000002 0.11474000000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.14838000000000004 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 0.42051500000000003 -0.11008499999999999 1.0000000180025095e-35 0.085510000000000017 -0.039889999999999988 -1.0000000180025095e-35 0.51388000000000011 -0.13027499999999997 0.13995500000000002 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 23 7 27 12 -5 16 -7 13 14 -1 28 20 21 19 -19 -4 -17 -14 29 -16 -22 -27 -6 -15 -3
right_child=1 2 10 9 6 11 -8 -9 -10 -11 -12 -13 22 15 24 17 -18 18 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017028972740266836 0.0014832744606180128 0.00071864399276471758 0.00084368554840392291 0.0013731568684543826 0.0017592154965013348 0.0013563163378597905 0.00086886092463133553 0.0012554418608281385 0.00097664977697765128 0.0009129342203046761 0.00097264032119961095 0.00085332230724337148 0.0014580355053616708 0.0015476362487755724 0.0010088242022339357 0.0012638248211028528 0.00043168229178762902 0.00089687205595420855 0.0014357835600847463 0.0013674125572857255 0.00077592327591331518 0.0016414384220333833 0.001839622764402077 0.0010889578954399388 0.0013459016921765665 0.0003606384239628229 0.00067864789475315535 0.001466867710546193 0.0013144218960618661 0.00090133813316679314
leaf_weight=20 69 94 55 37 28 76 27 214 20 62 37 23 23 1148 39 20 84 20 474 45 29 108 56 34 25 42 30 58 30 94
leaf_count=20 69 94 55 37 28 76 27 214 20 62 37 23 23 1148 39 20 84 20 474 45 29 108 56 34 25 42 30 58 30 94
internal_value=0 0.000886079 0.000817172 0.00145709 0.00147274 0.000971992 0.00130416 0.00134334 0.00149992 0.00108494 0.000637761 0.00123946 0.00150513 0.00149598 0.0012744 0.00150607 0.000586134 0.00144315 0.00141008 0.00122263 0.0006693 0.00158244 0.00172853 0.000852716 0.0011405 0.000574337 0.000493142 0.00156205 0.0015417 0.000809991
internal_weight=0 667 598 2454 2355 321 327 300 2028 99 277 99 2008 1929 84 1845 240 667 539 65 156 128 79 222 64 101 72 86 1178 188
internal_count=3121 667 598 2454 2355 321 327 300 2028 99 277 99 2008 1929 84 1845 240 667 539 65 156 128 79 222 64 101 72 86 1178 188
is_linear=0
shrinkage=0.00196078


Tree=3348
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 14 1 2 2 49 1 13 124 1 0 1447 51 129 43 3 1 2 15 4 3 12 16
split_gain=50.516 8.36594 4.75517 3.54473 3.29404 2.95279 2.02906 1.8633 1.68814 1.5075 1.32684 1.28066 0.917206 0.698223 0.691128 0.676293 0.656318 0.610941 0.599146 0.556091 0.547936 0.537561 0.527756 0.611428 0.503545 0.473497 0.437095 0.440161 0.917744 0.604128
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.27834500000000006 0.062655000000000016 0.077845000000000011 0.10731 0.089005000000000015 -0.054984999999999992 0.090540000000000023 -1.0000000180025095e-35 -0.081214999999999982 0.16175000000000003 -0.23091999999999999 -0.082869999999999985 0.11144500000000002 -0.04689999999999999 -0.080324999999999994 0.12745000000000004 0.11061500000000002 0.12992500000000004 0.094035000000000007 -0.49013999999999996 -0.11171999999999999 0.089410000000000003 0.27252000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 15 8 11 -4 -8 13 -2 19 -12 -3 -6 -13 -19 -1 -20 -11 23 -16 -5 -10 -22 28 -28 -29
right_child=1 4 9 24 16 -7 10 -9 25 21 14 17 -14 -15 22 -17 -18 18 20 -21 26 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0015504187586590037 0.00098487386766066341 0.00071767406458375736 0.0014094296169756841 0.00093324059163968939 0.00048029271293277315 0.00095330268569515121 0.0011258573951360459 0.00092889997164916506 0.0018810099262209956 0.00098224358262496525 0.0006963781413758444 0.001093812566185344 0.0014028431114654252 0.001425302192093987 0.0010662642154344003 0.00039020945562287144 9.5330906404055352e-05 0.0016637289662329217 0.0011003888719806484 0.0012599004025193182 0.0015621422937584584 0.00059843294961633639 0.0011696595760402276 0.00063816821246714592 0.00060202337129443295 0.0015795801306365859 0.00098461431458581592 0.0014526675383731156 0.0014720613882000947 0.0012968535752570379
leaf_weight=985 24 49 28 60 90 41 67 23 51 47 102 21 127 240 23 48 21 41 20 26 85 20 26 29 25 33 27 595 33 114
leaf_count=985 24 49 28 60 90 41 67 23 51 47 102 21 127 240 23 48 21 41 20 26 85 20 26 29 25 33 27 595 33 114
internal_value=0 0.000856545 0.00145737 0.00115611 0.000701164 0.00147487 0.000795934 0.00148419 0.00148981 0.00102735 0.000890304 0.00147934 0.00133641 0.00152038 0.000802626 0.00055563 0.000407462 0.00142448 0.00143207 0.00154295 0.0014212 0.000867673 0.000941565 0.000827518 0.000835824 0.00176259 0.00142872 0.00141397 0.00125271 0.00142761
internal_weight=0 691 2430 236 455 2335 344 2294 2271 95 247 2187 151 1251 180 97 111 936 915 1011 874 67 78 52 85 84 854 769 60 709
internal_count=3121 691 2430 236 455 2335 344 2294 2271 95 247 2187 151 1251 180 97 111 936 915 1011 874 67 78 52 85 84 854 769 60 709
is_linear=0
shrinkage=0.00196078


Tree=3349
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 47 1 4 2 0 47 1 4 4 475 12 4 1 49 150 47 3 13 0 50 15 10
split_gain=75.0214 12.2705 7.8013 6.34318 4.38064 4.19262 3.03212 2.29224 2.0012 1.86575 1.82854 1.49201 1.38267 2.2648 2.27845 1.74505 1.10005 0.931007 0.86295 0.872137 0.778834 0.725955 0.711406 0.573575 0.543745 0.463248 0.389611 0.360888 0.356219 0.493271
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088105000000000003 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14838000000000004 -0.10474999999999998 0.078875000000000015 0.083345000000000016 0.0082450000000000006 0.40945500000000007 -0.07550999999999998 0.08815000000000002 -0.52556499999999995 0.089770000000000016 -0.069799999999999987 1.0000000180025095e-35 0.090100000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -0.080309999999999979 0.11669000000000002 -0.40580499999999992 -0.39453499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 23 12 17 11 -5 -7 16 13 14 -1 18 -4 -6 19 -14 -21 -16 -19 24 -3 -18 27 -20 -13 -30
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 28 15 -15 21 -17 25 22 26 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013285029339035173 0.0013695265753135533 0.00041949614622505821 0.00057248648651723371 0.0012165621232408965 0.0014703668777579454 0.001216073618474931 0.0017747228945283922 0.00072764884090531468 0.0006903413959068632 0.00064661696418734902 0.00065153069079707502 0.00014849295302897921 0.0018541672622678883 0.0016451040653287529 0.0010664147037660798 0.0011449272704667367 0.00013899103665591199 0.0012147944174476196 0.0014284722678841544 0.001460985247771244 0.001122031601912835 0.0006092972325154654 0.00088340098906738572 0.00080488727545861025 0.0006293888276546894 0.00043808120298641836 0.0013216933887357347 0.0012324945562902619 0.00010844347251449676 -0.00028091293332709136
leaf_weight=65 71 98 45 34 52 71 79 39 37 63 32 33 21 35 22 98 85 321 373 751 27 34 27 32 92 26 367 40 22 29
leaf_count=65 71 98 45 34 52 71 79 39 37 63 32 33 21 35 22 98 85 321 373 751 27 34 27 32 92 26 367 40 22 29
internal_value=0 0.000598582 0.000507657 0.00133777 0.00135805 0.000713726 0.0013986 0.00118141 0.000265879 0.000846392 0.00104068 0.000200441 0.00138239 0.00120582 0.00107876 0.00139882 0.000313886 0.00122565 0.00141457 0.00145987 0.00144922 0.000788879 0.00118908 0.000562031 0.000521128 0.000209048 0.00136818 0.00140949 -1.02435e-05 -0.000112955
internal_weight=0 673 602 2448 2351 325 1912 439 277 97 103 240 1833 156 121 1677 156 400 1579 799 778 56 348 222 190 111 780 413 84 51
internal_count=3121 673 602 2448 2351 325 1912 439 277 97 103 240 1833 156 121 1677 156 400 1579 799 778 56 348 222 190 111 780 413 84 51
is_linear=0
shrinkage=0.00196078


Tree=3350
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 1 2 4 1 15 14 2 13 4 1 3 475 13 12 52 4 133 48 4 0 2
split_gain=55.5822 9.39314 5.31979 4.28588 4.06454 2.91598 1.85014 1.60132 1.19515 1.18946 1.02035 1.01414 1.42608 1.71522 0.916987 0.801543 0.703098 0.682815 0.678991 0.802187 0.597555 0.560457 0.555406 0.554617 0.629638 0.550516 0.518823 0.493968 0.463067 0.446893
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.14122000000000004 0.089875000000000024 0.077845000000000011 0.17025000000000004 -0.015039999999999998 0.089770000000000016 -0.17952999999999997 0.062655000000000016 -0.0091949999999999983 -0.004174999999999999 -0.17966999999999997 0.075045000000000014 -0.097604999999999983 -0.088274999999999978 0.17001000000000002 0.095780000000000018 0.31359500000000001 -0.39518999999999993 0.089200000000000015 0.081805000000000017 -0.036839999999999991 -0.095504999999999993 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 17 8 -6 11 14 -5 16 18 22 -14 20 -10 -4 -3 19 21 -1 -7 -13 24 -22 29 -11 -2 -17 -19
right_child=1 2 10 9 6 7 -8 -9 15 26 -12 12 13 -15 -16 28 -18 25 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012911730721762058 0.0015842680148049897 0.0010785678591506153 0.0004378487540123234 0.0013874126321711793 0.0013146847837372405 0.0010009561382307141 0.00079789613420401246 0.00099636796293561965 0.0010544534150164857 0.00067542869642565591 0.00020237663802148557 0.0014298861662954629 0.0013939010235024434 0.00060050926067901249 0.0017777439602694881 0.001221941817109285 0.00075868922946053163 0.00076889697012426253 0.0015907144732345564 0.0014557873061573862 0.0018341568211109917 0.0014140446802945802 0.001265754810735291 0.0013017460768778599 0.0015413012016031594 0.00050210896024477142 0.0010324154807201918 0.0012420488533630869 0.001466766037963856 0.00048686093711629026
leaf_weight=38 50 20 85 28 84 28 39 41 23 24 49 192 20 22 62 34 38 216 111 265 29 23 135 36 1057 44 45 24 235 24
leaf_count=38 50 20 85 28 84 28 39 41 23 24 49 192 20 22 62 34 38 216 111 265 29 23 135 36 1057 44 45 24 235 24
internal_value=0 0.000814218 0.000732798 0.00145047 0.000850075 0.00146714 0.00115082 0.00137426 0.00151848 0.00104656 0.00044165 0.00139373 0.00131844 0.000978315 0.00154541 0.00140578 0.00053697 0.00072839 0.00145879 0.00141245 0.00153299 0.00118725 0.00136213 0.00154118 0.00154912 0.00070373 0.000908246 0.00147328 0.00143582 0.000740693
internal_weight=0 673 599 2448 427 2351 123 837 1514 97 172 796 369 42 1222 292 123 304 427 316 1160 51 327 1122 1086 284 69 74 269 240
internal_count=3121 673 599 2448 427 2351 123 837 1514 97 172 796 369 42 1222 292 123 304 427 316 1160 51 327 1122 1086 284 69 74 269 240
is_linear=0
shrinkage=0.00196078


Tree=3351
num_leaves=31
num_cat=0
split_feature=1 4 3 2 9 14 4 0 51 3 48 16 10 4 16 42 13 160 160 157 51 1 0 3 4 0 130 12 484 1213
split_gain=1.3693 0.398046 0.285854 0.244764 0.338002 0.210274 0.310854 0.185102 0.177987 0.166306 0.180022 0.257906 0.160064 0.155434 0.24173 0.188074 0.190212 0.289466 0.258538 0.280124 0.379017 0.250693 0.205044 0.197034 0.219568 0.328827 0.173439 0.20082 0.169446 0.163522
threshold=0.10124500000000002 -0.39518999999999993 0.31370500000000007 0.092235000000000025 -1.0000000180025095e-35 -0.10708499999999999 0.51303500000000013 0.22582000000000002 -0.069724999999999995 0.0022600000000000003 0.085485000000000019 -0.4179199999999999 -0.0026549999999999994 0.042705000000000007 -0.43320999999999993 -0.12099999999999998 -0.085384999999999975 -0.55045999999999984 -0.089744999999999978 -0.087424999999999989 -0.085534999999999986 0.090475000000000014 -0.099059999999999995 0.10299500000000002 -0.37944499999999992 0.034820000000000011 0.098975000000000021 0.085325000000000012 -0.074759999999999979 -0.081599999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 12 6 8 13 -5 10 11 -7 -3 15 -15 26 18 -18 28 -20 -21 22 -22 24 -19 29 27 -1 -17 -26
right_child=1 2 -4 5 -6 9 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 23 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.021570735797286036 0.013009270357463557 0.0057064504558710684 0.000557156415347305 0.0064406117759755856 0.010560878006618618 0.0025170562424413536 -0.0012083282507956029 0.0015087702218443157 0.018444125149399044 0.0061514762403801016 0.0046063314534950297 -0.0091732025357487146 -0.0053458992950618268 0.012987716678805925 0.0071844221847828169 0.025852951519191265 -0.00069582986814731903 0.016246231886141591 0.00088629153959283785 0.022904585469359518 0.020777169513838512 0.001668461396669348 0.011509750603069472 0.0018827744948794135 0.014027985430473698 -0.00064177977479994304 0.024030742868781093 0.010554824677943173 0.015478890886328915 0.010521625707477918
leaf_weight=23 78 38 101 21 201 46 20 20 30 112 74 32 20 108 214 20 22 76 22 32 26 24 292 24 151 25 20 59 74 1116
leaf_count=23 78 38 101 21 201 46 20 20 30 112 74 32 20 108 214 20 22 76 22 32 26 24 292 24 151 25 20 59 74 1116
internal_value=0 0.00623563 0.00547543 0.0063117 0.00862032 0.00452682 0.00935789 0.011088 0.0135015 0.00322756 0.0010731 -0.00227895 0.0018953 0.0111703 0.00913087 0.0114977 0.0112736 0.0106852 0.0129715 0.0118524 0.0124974 0.0115237 0.0122675 0.0108651 0.0110227 0.0107154 0.0156811 0.0136447 0.0176861 0.0109395
internal_weight=0 773 695 594 259 335 71 2348 51 264 152 78 58 2328 322 2006 1904 1414 490 396 374 342 318 1392 1368 1292 102 82 94 1267
internal_count=3121 773 695 594 259 335 71 2348 51 264 152 78 58 2328 322 2006 1904 1414 490 396 374 342 318 1392 1368 1292 102 82 94 1267
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 14 42 4 11 1 457 1 51 39 2 1 49 15 1 11 40 16 52 3 43
split_gain=74.2057 11.8958 6.90006 5.76174 4.6205 4.28294 3.44353 2.73282 2.8521 2.46707 1.7729 1.69856 1.20963 1.16637 0.981432 1.60019 0.891111 0.869417 0.822014 1.10961 0.817493 0.802943 0.798802 0.784595 0.770248 0.687335 0.642813 0.723561 0.516062 0.740661
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089775000000000008 0.062655000000000016 -0.0060199999999999993 -0.062539999999999984 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.090540000000000023 0.086310000000000012 0.084780000000000008 -0.0091949999999999983 0.13075500000000004 -0.054984999999999992 -0.40580499999999992 0.13604000000000002 0.095165000000000013 -0.077474999999999988 0.19444000000000003 -0.14765999999999999 -0.11171999999999999 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 21 7 6 9 25 -9 10 16 -4 -10 14 26 -16 -1 22 -13 -20 -5 -2 -6 -14 -15 -3 27 -11 29 -29
right_child=1 4 11 20 17 -7 -8 8 12 13 -12 18 23 24 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017990337700739688 0.0012299458732080582 0.00076867337149927036 0.0016696880433754913 0.0010398102663700876 0.00047057103629591509 0.0011379101234518625 0.001020126827594966 0.0013896582217468758 0.0012994395090999099 0.0019585003238432215 0.0021222102687619539 0.00074148685159280785 0.00086989472747537222 0.0019796520165908031 0.0016285665472234509 0.00097305138500775881 0.001668063843903803 0.00063817304901957249 0.00084514432319451568 0.0014171828935835875 0.0006116264931906283 0.0016301475157158678 2.5212650607321776e-05 0.00046555703335435559 0.0015396212625737283 0.0004330334425041107 0.0015468568901108749 0.0017200924543773425 0.0016846123865397876 0.0011864632499568603
leaf_weight=1081 23 45 22 60 32 48 26 53 23 35 59 23 152 65 41 22 245 36 22 32 24 119 30 21 20 49 166 20 507 20
leaf_count=1081 23 45 22 60 32 48 26 53 23 35 59 23 152 65 41 22 245 36 22 32 24 119 30 21 20 49 166 20 507 20
internal_value=0 0.000958743 0.0016963 0.00132453 0.000771287 0.00171762 0.00172968 0.000878567 0.000986103 0.00173777 0.00178963 0.0011892 0.000876979 0.00165759 0.00163469 0.00139966 0.00177483 0.000395805 0.00105191 0.00118413 0.000917472 0.00156533 0.000255075 0.000820813 0.00187612 0.000593712 0.00165449 0.00168518 0.0016677 0.00145328
internal_weight=0 667 2454 226 441 2355 2307 343 249 2281 1385 99 196 896 811 63 1326 98 77 54 84 142 62 173 85 94 748 582 547 40
internal_count=3121 667 2454 226 441 2355 2307 343 249 2281 1385 99 196 896 811 63 1326 98 77 54 84 142 62 173 85 94 748 582 547 40
is_linear=0
shrinkage=0.00196078


Tree=3353
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 2 1 2 4 49 1 52 1 2 1 1 1 124 14 1 50 47 12 4 52 475
split_gain=90.9207 14.2307 7.79171 7.03673 5.29276 4.32977 3.27101 3.11273 2.87592 2.1862 2.14716 2.096 1.51159 1.42437 1.1404 1.01074 0.988371 1.44177 0.968369 0.77826 0.747795 0.636131 0.63574 0.616089 0.582372 0.519184 0.4932 0.47579 0.46256 0.570402
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.092845000000000025 0.090425000000000019 -0.062539999999999984 -0.054984999999999992 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.16175000000000003 0.13075500000000004 0.12958500000000003 -0.081949999999999981 0.096015000000000017 0.13265500000000002 0.041865000000000006 0.091680000000000011 0.095780000000000018 -0.012164999999999999 0.31359500000000001 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 21 11 20 -4 14 -11 -2 28 -13 26 -18 24 -5 -9 -3 -10 -14 -6 -15 -17 -28 29 -1
right_child=1 4 10 19 18 -7 -8 9 22 12 -12 15 23 25 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013235096587520354 0.00086138277923575551 0.00043479580265840629 0.0012878923785118123 0.00071393468289398685 6.28637577945066e-05 0.00090061631639567173 0.00077552613598717607 0.0012105168192513124 0.0019634497636041239 0.001067108149622001 0.00068731201082175856 0.0016965565922992681 0.00056853938552119132 0.0015189879481397345 0.0014149404442136814 0.0014596265961163528 0.00072482554059402615 0.0013575471431211707 -0.00030692439077615067 0.00029615198240731086 0.00073269770352863794 0.0001152928344467107 0.0015867386166207201 0.00022209156765098359 0.00041501130782268652 0.0012620304778946242 0.0014209434295193635 0.0012619936230823935 0.0013468744787009988 0.00157792712835877
leaf_weight=35 23 46 37 60 65 48 24 34 61 22 60 45 139 62 245 410 20 45 21 24 20 50 24 23 25 59 174 124 37 1059
leaf_count=35 23 46 37 60 65 48 24 34 61 22 60 45 139 62 245 410 20 45 21 24 20 50 24 23 25 59 174 124 37 1059
internal_value=0 0.000647246 0.001461 0.00104558 0.000443156 0.00148347 0.00149562 0.000566432 0.0015032 0.000686651 0.000916399 0.00148949 0.000584845 0.00130867 0.00153622 0.00141089 0.00139426 0.00116286 7.22163e-05 0.000594568 0.00103355 0.000268388 0.00185708 0.000519352 0.000160683 0.00139369 0.00141551 0.0013548 0.0015625 0.00156979
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 97 2194 184 144 1376 818 773 65 111 84 54 96 85 162 90 121 708 298 1131 1094
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 97 2194 184 144 1376 818 773 65 111 84 54 96 85 162 90 121 708 298 1131 1094
is_linear=0
shrinkage=0.00196078


Tree=3354
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 48 4 49 2 1 50 475 40 1 1 391 4 1 132 151 1 2 49 43
split_gain=69.9885 10.5432 5.85037 4.63355 4.52526 3.62226 2.48788 2.30121 2.12764 1.63526 1.58904 1.37995 1.23718 1.12625 1.12186 0.924773 0.801988 0.788086 0.685431 0.66059 0.650215 0.632893 0.676484 0.711917 0.606208 0.58243 0.582375 0.530835 0.465225 0.442339
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.090425000000000019 -1.0000000180025095e-35 0.14122000000000004 0.10613000000000002 0.092845000000000025 0.062655000000000016 -0.015314999999999997 -0.15464999999999998 -0.054984999999999992 -0.090999999999999984 0.13436000000000001 0.041865000000000006 -0.081364999999999979 -0.077474999999999988 0.13075500000000004 0.12958500000000003 -1.0000000180025095e-35 -0.074729999999999977 0.093100000000000002 0.08518000000000002 -0.081864999999999979 0.087135000000000004 0.31358000000000003 -0.054319999999999993 -0.073959999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 18 11 20 -4 14 -7 -10 -2 -1 -14 27 -13 -3 -5 -8 -19 24 25 -23 -24 -16 -6 -11 -27
right_child=1 4 9 19 16 7 8 -9 12 28 -12 17 15 -15 26 -17 -18 21 -20 -21 -22 22 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0012906629920882338 0.0011093873273381187 0.00077890827691827719 0.0015218511240573617 0.0010355882604874281 0.0004131524587642317 0.0012363094173146734 0.0014962108359759009 0.0011315088523600814 0.0013464560900248734 0.0011708129355230336 0.0020584855707787564 0.0018033918949847572 0.00089232074799365903 0.0015833603162646861 0.0017628715433570799 0.00049792823294473882 0.00071852614361560968 0.0012589950552758049 0.00044373348006373397 0.00065068279779546595 0.0010481630097709451 0.0017451720891148901 0.001904399621295419 0.0012655899485947866 0.0013854358155353397 0.0016453420414644128 0.0016734516610550597 5.952223703216493e-05 0.00083111314609829999 0.0015254167228235483
leaf_weight=22 23 45 37 60 51 37 33 41 20 31 59 84 149 119 968 27 23 20 49 24 20 181 22 27 20 211 394 24 31 269
leaf_count=22 23 45 37 60 51 37 33 41 20 31 59 84 149 119 968 27 23 20 49 24 20 181 22 27 20 211 394 24 31 269
internal_value=0 0.000946288 0.00166258 0.00129065 0.00076981 0.00168221 0.00087598 0.00158548 0.000978583 0.00119564 0.00174334 0.00160685 0.000884332 0.00150659 0.00172991 0.000831817 0.000398218 0.00162329 0.000604189 0.000925615 0.00132714 0.00160312 0.00161254 0.00157575 0.00170938 0.00159243 0.001737 0.000299991 0.00100096 0.00157813
internal_weight=0 667 2454 226 441 2355 343 912 249 99 1443 871 196 142 1384 176 98 834 94 84 53 750 730 529 201 502 1362 75 62 480
internal_count=3121 667 2454 226 441 2355 343 912 249 99 1443 871 196 142 1384 176 98 834 94 84 53 750 730 529 201 502 1362 75 62 480
is_linear=0
shrinkage=0.00196078


Tree=3355
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 4 2 4 2 14 1 2 50 1 11 1 4 2 4 49 12 1 15 14 51 11 12 151 1 3
split_gain=99.9585 15.6158 9.36771 8.41471 6.49661 4.75385 4.84539 3.63389 2.93602 2.42334 2.12108 2.02477 1.28963 1.20154 1.13877 1.47389 2.03287 1.12953 1.44247 1.00782 0.981875 0.837563 0.768414 0.735622 0.877864 0.68928 0.653123 0.640565 0.617169 0.589268
threshold=0.10538500000000002 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.14122000000000004 0.40473500000000007 0.089775000000000008 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 0.041865000000000006 0.085345000000000018 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.10045500000000002 -0.033174999999999989 -0.017229999999999999 0.082480000000000012 0.12873500000000002 -0.081924999999999984 -0.46166999999999997 -0.065634999999999985 0.08776500000000001 0.095780000000000018 -0.00016499999999999997 0.11669000000000002 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 8 19 9 13 -5 21 22 -1 15 26 -17 -13 -19 -6 27 -3 -4 -20 -25 -16 29 -15 -26 -10
right_child=1 2 12 10 7 -7 -8 -9 14 -11 -12 17 -14 20 25 16 -18 18 23 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0016712517820960603 0.0015713984365319624 0.00053564558559348035 0.00011023763802442681 0.001381020097119998 0.000949155535100221 0.00074970639414257475 0.00090911509584954396 0.00062978793814535126 0.001302981876361054 0.0020347209636774437 0.00077661326759091687 0.0010552174792390423 0.00047717511798753525 0.0010328372735895362 0.0018731603106739473 0.0015853471803564984 0.00087651679652328248 0.0010460713146472204 0.00084257951310647071 0.0014432435877182906 0.0015844465657806521 0.00017120360004355131 -0.0002922152799061116 0.00013436066303280442 0.00066265295356771048 0.0015170245857294364 0.001433529622801863 0.001453166365272541 0.00038625211657037858 0.0015714585424301132
leaf_weight=871 69 44 76 34 21 27 41 44 34 59 65 26 30 20 48 28 35 27 30 65 389 54 24 21 88 37 304 46 48 416
leaf_count=871 69 44 76 34 21 27 41 44 34 59 65 26 30 20 48 28 35 27 30 65 389 54 24 21 88 37 304 46 48 416
internal_value=0 0.000688165 0.000586253 0.00154419 0.000715597 0.00156773 0.00157722 0.00108811 0.0015892 0.00164589 0.000984187 0.000572324 0.000120617 0.00162859 0.00150214 0.00147967 0.00119155 0.0006693 0.000622413 0.00132259 0.00154693 0.000334831 1.36489e-05 0.000561243 0.000507485 0.00171814 0.00150374 0.00132579 0.0005651 0.00155117
internal_weight=0 667 598 2454 468 2355 2328 130 2287 1385 99 338 130 1326 902 817 63 240 214 86 455 98 100 187 157 85 754 66 136 450
internal_count=3121 667 598 2454 468 2355 2328 130 2287 1385 99 338 130 1326 902 817 63 240 214 86 455 98 100 187 157 85 754 66 136 450
is_linear=0
shrinkage=0.00196078


Tree=3356
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 129 4 401 133 484 376 13 15 11 0 160 15 157 483 16 160 4 2 147 1 16 2 42 402 3
split_gain=2.54874 0.545884 0.295286 0.285935 0.275646 0.261524 0.244018 0.21773 0.219449 0.28229 0.225723 0.198479 0.191034 0.184359 0.230846 0.230589 0.19001 0.213417 0.174008 0.206525 0.289996 0.304333 0.172665 0.16524 0.157389 0.156328 0.195228 0.16353 0.291254 0.469215
threshold=0.10337500000000001 -0.053259999999999995 0.31358000000000003 0.40124500000000002 0.089005000000000015 -0.04689999999999999 0.41257000000000005 0.085900000000000018 0.089200000000000015 0.085655000000000023 0.088235000000000008 -0.10278499999999999 -0.43375999999999998 1.0000000180025095e-35 -0.13027499999999997 0.050340000000000003 0.040760000000000005 -0.0041249999999999993 -0.095084999999999989 0.0057500000000000008 -0.081399999999999986 -0.067104999999999984 0.15109000000000003 0.10361000000000002 0.094465000000000007 -1.0000000180025095e-35 -0.0091949999999999983 0.088295000000000012 0.11353000000000001 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 4 11 -6 -2 8 9 23 -10 -1 -8 14 15 -7 17 -15 -13 25 -21 -22 -16 -3 -17 26 -20 -28 29 -29
right_child=1 2 -4 -5 5 13 12 -9 10 -11 -12 18 -14 16 22 24 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.02181379321945023 0.0134703507868016 0.0076545037231375724 -0.0044447859677557763 0.0034079385092561348 0.0023247611708939078 0.0027788587992912846 0.010893556776528176 -0.0027321901948501666 -0.0038922961609547629 0.016074477259714445 0.0080085533267507947 0.021898459364906777 -4.8868804825124921e-05 0.023344542710110546 0.014234902390837748 0.017276132240129468 0.026495095867324958 0.010008589308708907 0.0064398079624642503 0.0038277447755847662 0.021021650141536646 0.0098051685760965797 0.0050553276868803166 -0.0017453652247786521 0.0063566809266128333 0.021387264829051372 0.01641082102898778 -0.0021187588572502136 0.023266747264334791 0.01371524164177001
leaf_weight=53 191 288 26 22 20 38 39 24 34 39 30 42 27 20 845 33 22 30 23 35 41 59 21 20 22 48 810 21 26 172
leaf_count=53 191 288 26 22 20 38 39 24 34 39 30 42 27 20 845 33 22 30 23 35 41 59 21 20 22 48 810 21 26 172
internal_value=0 0.00796608 0.00590732 0.0147561 0.0148609 0.0136506 0.011659 0.00652607 0.0070667 0.00805906 0.00168623 0.0158174 0.00641711 0.0138703 0.0135039 0.00876942 0.0187506 0.015343 0.0155685 0.0153533 0.011662 0.0144039 0.0140123 0.00704412 0.0129084 0.0158063 0.0155517 0.0157553 0.0133309 0.0119924
internal_weight=0 718 461 2403 2381 1051 257 435 411 347 64 1330 66 1031 959 93 72 50 1277 1235 135 100 866 308 55 1100 1052 1029 219 193
internal_count=3121 718 461 2403 2381 1051 257 435 411 347 64 1330 66 1031 959 93 72 50 1277 1235 135 100 866 308 55 1100 1052 1029 219 193
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 3 15 4 2 11 51 1456 52 51 2 41 159 481 49 475 475 484 10 1 16 4 394 484 123
split_gain=2.06448 0.473236 0.327723 0.283473 0.248982 0.456735 0.236057 0.289627 0.231607 0.228767 0.237878 0.179082 0.193732 0.426771 0.201588 0.189666 0.183338 0.192041 0.208341 0.19879 0.26777 0.307908 0.265153 0.175569 0.170894 0.160413 0.225777 0.167523 0.149399 0.147268
threshold=0.10337500000000001 -0.40967499999999996 0.14860500000000001 0.087770000000000015 0.10559 -1.0000000180025095e-35 -0.014944999999999998 -0.10324499999999999 0.40124500000000002 0.092120000000000021 0.080455000000000013 0.081440000000000026 -0.077604999999999993 0.31359500000000001 0.094075000000000006 0.088125000000000023 0.075585000000000013 0.11361500000000001 -0.099059999999999995 0.11560500000000001 -0.085774999999999976 -0.085024999999999989 0.073690000000000019 -0.062879999999999978 0.11551000000000002 -0.45661999999999997 0.057560000000000007 -0.08151499999999999 0.12364500000000002 0.11679000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 24 -8 9 10 11 16 -13 14 15 -14 17 18 -1 20 22 -22 -20 -4 -3 -11 27 -27 -29 -6
right_child=1 2 23 -5 29 -7 7 -9 -10 25 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.023507723553727072 0.014083508757510405 0.015386752232357307 -0.0082131319085601718 0.017205899082070503 0.0053148361316052613 0.014138397775270574 0.0057176878215835954 -0.0085051520981571892 0.0030671444647437473 0.016800466596760089 0.022346734828041757 0.01979292400536083 0.012008807931703572 -0.004052795539610088 0.016447860803096914 0.0014420699829665515 0.021116154991997114 0.0070649364374970134 0.01335538427772311 0.0059186067753310865 0.026965334629639983 0.014450449470054434 0.0012183637296160064 0.0029385981824210225 0.0041355987562349547 0.0033586422618827787 0.0076514171548550339 0.012255272260048397 0.018816932892376508 -0.0033475371476794991
leaf_weight=24 87 27 20 26 300 99 41 22 22 64 34 21 49 20 52 26 38 38 45 29 20 1154 30 48 27 20 122 558 37 21
leaf_count=24 87 27 20 26 300 99 41 22 22 64 34 21 49 20 52 26 38 38 45 29 20 1154 30 48 27 20 122 558 37 21
internal_value=0 0.00716947 0.00621618 0.00700821 0.00651447 0.00913943 0.00490953 0.000750982 0.0132805 0.0133748 0.0140728 0.0138908 0.0108084 0.00952489 0.0116631 0.00834567 0.0142666 0.0140724 0.0142769 0.0141035 0.0142936 0.0146637 0.00850058 -0.000341322 0.00976118 0.0119982 0.0115812 0.0123607 0.0126633 0.00474814
internal_weight=0 718 631 563 537 216 117 63 2403 2381 1580 1546 168 147 127 75 1378 1340 1302 1278 1249 1174 75 68 54 801 737 615 595 321
internal_count=3121 718 631 563 537 216 117 63 2403 2381 1580 1546 168 147 127 75 1378 1340 1302 1278 1249 1174 75 68 54 801 737 615 595 321
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=31
num_cat=0
split_feature=1 1 4 12 124 2 11 4 3 4 0 1447 4 51 3 15 151 160 131 4 159 49 0 16 15 43 4 42 3 42
split_gain=1.67223 0.38868 0.29749 0.223325 0.214222 0.173675 0.175866 0.173312 0.179399 0.268395 0.178767 0.324506 0.184752 0.283198 0.201893 0.168883 0.210751 0.166528 0.202769 0.191755 0.184877 0.163568 0.193476 0.323141 0.219955 0.154723 0.214578 0.22522 0.190604 0.350107
threshold=0.10337500000000001 0.13707500000000003 -0.015039999999999998 -1.0000000180025095e-35 -0.076779999999999987 0.13404500000000005 0.095720000000000013 -0.082249999999999976 0.092670000000000016 0.0045450000000000013 -0.086934999999999985 -0.085804999999999979 -0.50052499999999989 -0.091704999999999995 -0.10519499999999998 -0.015744999999999999 0.077805000000000013 -0.076689999999999994 0.096070000000000016 0.50644500000000015 0.093660000000000007 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.40580499999999992 -0.0019149999999999998 -0.27825499999999997 -0.008624999999999999 -0.086424999999999988 0.088380000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 10 -9 -10 -6 -12 14 -14 -13 16 17 19 20 -4 -19 -3 23 -23 -24 28 -27 -28 -15 -30
right_child=1 21 15 -5 5 -7 -8 8 9 -11 11 12 13 25 -16 -17 -18 18 -20 -21 -22 22 24 -25 -26 26 27 -29 29 -31
leaf_value=0.0071802916029221663 0.0045040269959929439 -0.0042795875698214917 0.015416966975570061 0.013086567031682979 0.01699433395512296 0.0061324841663183242 0.0028796107279976794 0.011774809776260173 -0.0029872401055934675 0.011579974409861988 0.00048243371294993986 0.024782314363355731 0.0009635789570964727 0.012650632231872067 0.014269871269447138 -0.00029810107757453046 0.015246384529285218 0.004855234724457912 0.013213948156757681 0.0056933956810085633 -0.0044214456161136362 0.001704036976204421 0.0039620581159088156 0.014782700170245435 -0.0086632944242620059 0.01629677919325381 0.010803923047348566 -0.0024339534954474868 0.024114287704886762 0.0087833996370780074
leaf_weight=96 38 31 35 125 116 49 20 1585 20 31 20 25 20 222 59 36 26 202 25 44 23 46 36 30 21 26 30 21 41 22
leaf_count=96 38 31 35 125 116 49 20 1585 20 31 20 25 20 222 59 36 26 202 25 44 23 46 36 30 21 26 30 21 41 22
internal_value=0 0.006326 0.00756708 0.0110857 0.0117181 0.0119069 0.0120322 0.012114 0.0115907 0.00586734 0.0135363 0.0127109 0.0132357 0.0123203 0.0173986 0.00610023 0.00674908 0.00607756 0.00483765 0.0100013 0.00390695 0.00213356 0.00362836 0.00686667 -0.000689388 0.0129477 0.00904832 0.00535303 0.0140013 0.0187606
internal_weight=0 718 554 163 2403 2307 2258 2238 1636 51 602 486 466 382 84 391 355 329 250 79 225 164 133 76 57 362 77 51 285 63
internal_count=3121 718 554 163 2403 2307 2258 2238 1636 51 602 486 466 382 84 391 355 329 250 79 225 164 133 76 57 362 77 51 285 63
is_linear=0
shrinkage=0.0980392


Tree=3359
num_leaves=31
num_cat=0
split_feature=1 3 52 157 51 16 132 9 2 151 42 474 0 4 2 2 11 1213 1212 1456 159 483 1429 15 51 3 16 2 12 13
split_gain=1.35451 0.338211 0.235602 0.186701 0.215489 0.277394 0.201627 0.189844 0.298655 0.196845 0.286173 0.210894 0.182579 0.180621 0.168103 0.167605 0.197405 0.150093 0.20306 0.146491 0.205881 0.211601 0.344965 0.318011 0.21799 0.28606 0.262573 0.26577 0.278902 0.192583
threshold=0.10337500000000001 0.31299000000000005 -0.52606999999999993 -0.089089999999999989 0.086310000000000012 -0.037154999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10613000000000002 0.061780000000000009 0.09112000000000002 0.088125000000000009 -0.063634999999999983 0.40124500000000002 -0.22171999999999997 0.092120000000000021 0.080455000000000013 0.39818500000000007 0.11387000000000001 0.056265000000000009 0.11361500000000001 -0.070084999999999981 0.084770000000000012 -0.0063699999999999989 0.081440000000000026 -0.12018999999999998 -0.062804999999999986 0.087815000000000018 0.083310000000000009 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 6 12 -5 -8 14 10 11 -10 -6 15 -9 16 17 18 19 20 21 -1 24 -24 25 -23 27 28 -26 -29
right_child=1 -3 3 4 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.015944199395659057 0.011958711668537339 0.00080492007601899111 -0.0032799971182155682 -0.0041482509940079211 0.011237274966504205 0.020107238938075523 0.00012717737844897308 0.0015240677147931845 0.0061512826779958367 -0.0047027823273782382 0.00016881570227291766 0.01700080196977934 0.0011200399882226588 0.001670344939719315 0.010980052510766006 0.0092869767574000981 0.01823837958342998 0.017807635627220472 0.0040335334669094544 0.013706902896943627 0.0033964368569739016 0.020578342131864769 0.0089750222159336174 -0.0048440013521969293 0.0045287921319580923 0.011051763765173863 -0.002963700208182134 -0.0034427884013686718 0.017462504574693422 0.0091609677423568001
leaf_weight=69 65 115 20 20 45 21 49 20 96 21 68 20 26 22 132 801 34 28 41 153 36 30 40 25 24 992 20 21 43 24
leaf_count=69 65 115 20 20 45 21 49 20 96 21 68 20 26 22 132 801 34 28 41 153 36 30 40 25 24 992 20 21 43 24
internal_value=0 0.00558177 0.00649277 0.00583239 0.00618422 0.0104027 0.00527318 0.00573729 0.00650731 0.00411346 0.00511967 0.00802189 0.00753237 0.0103395 0.00973584 0.0104196 0.0109938 0.0108344 0.0107058 0.010891 0.0105656 0.010766 0.0104729 0.00366001 0.0108566 0.0113314 0.00718083 0.00899235 0.0128295 0.00327921
internal_weight=0 718 603 538 518 92 426 406 357 205 184 116 71 2403 152 2381 1580 1546 1518 1477 1324 1288 1219 65 1154 1022 132 112 67 45
internal_count=3121 718 603 538 518 92 426 406 357 205 184 116 71 2403 152 2381 1580 1546 1518 1477 1324 1288 1219 65 1154 1022 132 112 67 45
is_linear=0
shrinkage=0.0961169


Tree=3360
num_leaves=31
num_cat=0
split_feature=1 155 1 44 48 51 2 457 15 4 0 0 11 45 474 4 16 13 474 52 14 11 157 157 48 11 0 43 457 48
split_gain=1.10029 0.344648 0.232301 0.189694 0.23544 0.249658 0.200603 0.242051 0.287168 0.290581 0.192245 0.18093 0.180081 0.14952 0.143709 0.208534 0.196907 0.283425 0.270372 0.232982 0.20022 0.313613 0.200152 0.547998 0.194742 0.317709 0.215974 0.268081 0.170421 0.20413
threshold=0.10124500000000002 0.11245500000000001 0.16773500000000005 0.087770000000000015 0.15372000000000002 0.14122000000000004 0.12043500000000001 0.079590000000000008 -0.41942499999999994 0.50822500000000004 -0.14649999999999996 0.22582000000000002 0.084110000000000004 0.081955000000000014 0.10008000000000002 -0.023539999999999995 0.013515000000000001 -0.16152999999999998 0.089190000000000005 -0.13993999999999998 0.078400000000000011 0.076160000000000019 -0.082509999999999986 -0.080299999999999996 0.091545000000000015 1.0000000180025095e-35 -0.080499999999999988 -0.081374999999999989 -0.0056599999999999992 0.097140000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 6 7 8 9 -2 -9 13 -10 14 16 -16 17 -1 19 -19 21 28 -18 -24 25 26 27 -25 -21 -30
right_child=1 -3 -4 -5 -6 -7 -8 10 12 -11 -12 -13 -14 -15 15 -17 22 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.001492613662655155 -0.0085820145718753342 0.012295114412766206 -0.0051460326912448461 0.012588487954053562 -0.0059796662908047438 0.013943872063731154 0.0018984081570658695 0.0065042168264173809 0.0077923195690885426 0.0050229842213224875 -0.0046583528319994608 0.00026321626693970757 0.017455831028166273 0.018020241961560466 0.021249218779401141 0.010412081092363225 0.013598777562854629 0.016033907288552997 -0.00034722014631067091 0.0064289778236189254 0.016920718401282408 -0.0022136346082247439 -0.0087765528332619438 0.010562517141224817 0.0020845416136652086 0.018359229892432209 0.0089359459572823808 -0.0044868080793972259 0.010626488269227198 0.0048530322885198991
leaf_weight=21 20 66 23 32 20 30 189 27 236 73 36 20 21 22 26 56 51 69 24 118 42 21 21 20 51 31 242 29 1420 64
leaf_count=21 20 66 23 32 20 30 189 27 236 73 36 20 21 22 26 56 51 69 24 118 42 21 21 20 51 31 242 29 1420 64
internal_value=0 0.0053842 0.00473905 0.00507144 0.0047025 0.00504055 0.00459686 0.00583174 0.00685885 0.00209718 0.000125606 0.00973392 0.00858195 0.00981528 0.00973701 0.0138482 0.00958542 0.010056 0.010194 0.0103399 0.0101039 0.0099275 0.00770407 0.00694105 0.00782595 0.0087353 0.00771008 0.00165577 0.0100867 0.0103775
internal_weight=0 773 707 684 652 632 602 413 350 93 63 2348 257 2328 2306 82 2224 1779 1758 1734 1665 1623 445 394 373 322 291 49 1602 1484
internal_count=3121 773 707 684 652 632 602 413 350 93 63 2348 257 2328 2306 82 2224 1779 1758 1734 1665 1623 445 394 373 322 291 49 1602 1484
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 4 2 1 1 52 49 52 1 51 48 1 2 0 1 15 52 124 4 16 12
split_gain=78.6018 13.7603 6.46352 5.80166 4.44628 4.35831 3.32492 3.26019 2.53528 2.52925 2.36859 2.13308 1.98941 1.05206 1.01473 0.964444 0.959891 0.887176 1.08305 0.951169 0.874604 0.792488 0.730096 0.706123 0.704702 0.65858 0.62859 0.59304 0.623805 0.602933
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 0.089885000000000007 0.09253500000000002 0.090540000000000023 -0.52606999999999993 -0.054984999999999992 -0.56176499999999996 0.089770000000000016 -0.092264999999999986 0.090225000000000014 0.12408500000000001 0.11411 0.18019500000000002 0.16175000000000003 -0.41942499999999994 -0.16675999999999999 -0.081949999999999981 0.038415000000000012 -0.10850999999999998 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 26 9 -8 11 -10 13 -4 -1 -2 -16 -13 22 -19 -20 -12 -5 27 -6 -23 -11 -3 29 -29 -18
right_child=1 4 12 21 23 -7 8 -9 10 25 20 16 -14 -15 15 -17 17 18 19 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017621868739777623 0.0017779189127462881 0.00067287889219509256 0.0015460391308695523 0.001140884923827804 0.00043806418806440265 0.0010955085077024751 0.0014726192401904687 0.0009735676980413058 0.0015044033205976672 0.0017207603185784581 0.00087075997995317094 0.0018895757172362217 0.00095750963848131746 0.0016200124857281629 0.0010498260011345176 0.0015232268389353744 0.00174955320487783 0.0017614164743937697 0.00093168950991392237 0.0014896944767850287 0.0005596662153793977 0.00095138432529828613 0.0012452399533461123 3.8763129584539952e-05 0.0005021627780926578 0.0021276456558146986 0.00035527529054339609 0.0016329634643154278 0.0014117157985736361 0.0016105993321190431
leaf_weight=1092 45 46 34 30 90 48 30 24 20 20 142 45 63 245 21 78 185 20 23 24 46 29 20 21 25 65 50 109 89 342
leaf_count=1092 45 46 34 30 90 48 30 24 20 20 142 45 63 245 21 78 185 20 23 24 46 29 20 21 25 65 50 109 89 342
internal_value=0 0.000903195 0.00165982 0.00129489 0.000702506 0.00168028 0.000815495 0.00169247 0.000939745 0.00170004 0.000862888 0.00168719 0.0011638 0.00173613 0.00153378 0.00142281 0.00161082 0.00159537 0.00137925 0.00121663 0.000794641 0.000885366 0.00161481 0.000362521 0.000743411 0.00203191 0.00050746 0.001625 0.00153351 0.00165938
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 208 2194 97 1337 144 99 857 812 67 47 188 84 745 111 54 85 96 725 198 527
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 208 2194 97 1337 144 99 857 812 67 47 188 84 745 111 54 85 96 725 198 527
is_linear=0
shrinkage=0.00196078


Tree=3362
num_leaves=31
num_cat=0
split_feature=1 155 3 48 51 132 12 2 43 9 40 0 2 160 160 1 159 1 45 39 42 474 1 394 4 1451 480 150 1208 1213
split_gain=1.168 0.338706 0.247601 0.193684 0.273709 0.177938 0.16813 0.167748 0.285753 0.206324 0.20437 0.161391 0.159526 0.138367 0.152834 0.144796 0.138071 0.130192 0.129669 0.145745 0.143705 0.168909 0.184674 0.286612 0.247884 0.196315 0.170582 0.168165 0.165545 0.182398
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 0.14174500000000004 0.14122000000000004 -1.0000000180025095e-35 -0.42850999999999995 0.13501500000000002 0.084740000000000024 -1.0000000180025095e-35 -0.077474999999999988 0.22582000000000002 0.15950500000000004 0.096485000000000015 -0.080409999999999995 0.10508500000000001 0.09599000000000002 0.11374000000000002 0.081955000000000014 -0.04725999999999999 0.11457500000000002 0.10135500000000001 0.086920000000000011 -0.079949999999999979 0.0067750000000000006 0.083235000000000017 -0.080264999999999989 0.091105000000000005 0.099975000000000008 -0.021674999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 -2 -4 8 9 10 -7 18 -8 14 17 -16 -9 -11 19 -1 21 22 25 -24 -25 26 -21 -26 29 -22
right_child=1 -3 6 -5 -6 7 12 16 -10 13 -12 -13 -14 -15 15 -17 -18 -19 -20 20 28 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.0024561511462225633 -0.0018479491261597862 0.012220267304013866 0.0059546743133509694 -0.001339365695766782 0.016322344913622184 0.0050242223022949131 0.00087579643953363711 -0.00043637025693934583 0.017240792969424348 0.014513379012975728 -0.0068210317543686049 0.001127870894931987 -0.0092745269083255259 0.015095150399514859 0.00053632097554135426 0.0066723519260185691 0.0079842919364406552 0.0058394532921164219 0.01746362738942963 0.017158936445338901 0.012277053439835962 0.015004994941517096 -0.00321204414335536 0.0097600680836795323 0.0069805427478760286 0.0025297058972909773 0.010510068941287993 -0.0038992040026966158 0.012928727986098568 0.0034048686239996229
leaf_weight=25 29 66 35 36 24 42 46 61 24 39 21 20 22 20 45 207 27 29 22 38 29 68 20 360 36 29 1546 22 37 96
leaf_count=25 29 66 35 36 24 42 46 61 24 39 21 20 22 20 45 207 27 29 22 38 29 68 20 360 36 29 1546 22 37 96
internal_value=0 0.00550352 0.00487649 0.00563414 0.00607612 0.00562408 0.000433598 0.00604484 0.00684809 0.00622917 0.0010758 0.0098972 -0.00240813 0.00718406 0.00668962 0.00557663 0.00214724 0.0108142 0.00997254 0.00990107 0.00998267 0.0101978 0.0100385 0.0082532 0.00880177 0.0105232 0.0106696 0.00285374 0.0071683 0.00546322
internal_weight=0 773 707 604 568 544 103 515 427 403 63 2348 68 340 320 252 88 68 2328 2306 2281 2119 2051 438 418 1613 1584 58 162 125
internal_count=3121 773 707 604 568 544 103 515 427 403 63 2348 68 340 320 252 88 68 2328 2306 2281 2119 2051 438 418 1613 1584 58 162 125
is_linear=0
shrinkage=0.0980392


Tree=3363
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 14 4 2 2 2 34 1447 4 15 131 160 3 43 1 31 47 1 131 15 0 150 52
split_gain=46.5997 7.39861 4.7541 4.04967 2.7786 2.4489 1.81128 1.7506 1.37161 1.29998 1.1808 1.08876 1.06432 0.908627 0.595563 0.560911 0.639544 0.517761 0.853843 0.689857 0.517294 0.498169 0.494297 0.468805 0.455252 0.444442 0.431769 0.419049 0.833458 0.364542
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 -0.076779999999999987 0.089410000000000003 0.14122000000000004 -0.0060199999999999993 0.40124500000000002 0.062655000000000016 -0.111605 0.11474000000000002 0.13754500000000003 0.089885000000000007 -1.0000000180025095e-35 -0.082869999999999985 0.41555500000000006 -0.45963999999999994 0.086835000000000009 -1.0000000180025095e-35 0.31534000000000006 -0.080324999999999994 0.090540000000000023 -0.077289999999999984 0.090100000000000013 0.11588000000000001 0.091440000000000007 0.094035000000000007 -0.13027499999999997 0.081835000000000019 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 6 23 7 -1 8 12 -4 24 13 21 22 -14 -15 -17 18 -13 -20 -8 -5 -11 -3 -6 -2 -10 28 -16 -29
right_child=1 2 9 5 10 -7 20 -9 26 11 -12 17 14 15 27 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0013322980628878462 0.0014798945700960462 0.00072065057904610293 0.00094627625678369545 0.0014495722947812757 0.0014047212494436162 0.00091718224633087779 0.00092957714114358077 0.00090428556727492994 0.0017590485161940092 0.0005835605662402409 0.00076471074338992843 0.00052615446523771069 0.0015798367511213217 0.00091353652584014319 0.00135143650662905 0.00087308953717058781 0.00043120645406906252 0.0006240645470488973 0.00029720564844265535 -0.00014562112923596754 0.00056671147819891104 0.0013517219112629221 0.00016791068279780382 0.00097084859839394568 0.0010985451090286264 0.0011359512221579457 0.0014733488927692157 0.0015291460573883019 0.00088081562920185302 0.0013344950045259217
leaf_weight=40 52 188 26 1090 43 41 44 27 53 22 23 35 39 35 39 20 34 21 38 21 23 245 22 34 33 20 33 39 23 718
leaf_count=40 52 188 26 1090 43 41 44 27 53 22 23 35 39 35 39 20 34 21 38 21 23 245 22 34 33 20 33 39 23 718
internal_value=0 0.0007907 0.000718862 0.00137518 0.000880793 0.00139219 0.00100213 0.00140063 0.00140651 0.000529156 0.00115397 0.000485425 0.00139699 0.000606233 0.0013431 0.000720186 0.000594867 0.000345709 0.000283523 0.000139589 0.000805011 0.00143161 0.000375736 0.000758969 0.00127178 0.00138435 0.00164942 0.00133183 0.00117685 0.00134452
internal_weight=0 667 595 2454 321 2347 107 2306 2279 274 99 248 2193 133 858 89 54 115 94 59 67 1335 44 222 76 72 86 819 62 757
internal_count=3121 667 595 2454 321 2347 107 2306 2279 274 99 248 2193 133 858 89 54 115 94 59 67 1335 44 222 76 72 86 819 62 757
is_linear=0
shrinkage=0.00196078


Tree=3364
num_leaves=31
num_cat=0
split_feature=1 3 123 48 51 47 2 149 124 13 394 156 16 1 15 43 1212 1213 42 2 16 1212 40 43 13 1 12 160 132 13
split_gain=1.16198 0.282002 0.198435 0.187018 0.220126 0.204932 0.179284 0.177046 0.16591 0.1612 0.50916 0.211144 0.259835 0.294123 0.207427 0.203682 0.205515 0.235716 0.1909 0.1578 0.296003 0.143546 0.142098 0.222835 0.173486 0.138499 0.135001 0.140961 0.239739 0.185609
threshold=0.10337500000000001 0.31299000000000005 0.083805000000000004 0.14174500000000004 0.11144500000000002 0.094460000000000002 0.14019000000000004 0.07770500000000001 -0.076779999999999987 0.0015850000000000003 -0.08151499999999999 -0.031569999999999994 0.23311500000000004 0.085475000000000009 -0.049819999999999996 -0.43469499999999994 0.055770000000000007 -0.066379999999999981 -0.093284999999999993 0.10882500000000002 0.0028900000000000006 0.13713500000000003 -0.063404999999999989 -0.070064999999999975 -0.0075049999999999987 0.086105000000000015 0.11734000000000001 -0.089549999999999991 0.088890000000000011 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 6 -6 7 -2 -1 18 -11 -12 15 14 -14 -13 19 -18 -10 20 25 26 23 24 -4 -17 27 28 29 -20
right_child=1 -3 22 -5 5 -7 -8 -9 9 10 11 12 13 -15 -16 16 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.006034733212194018 0.0073045263105029614 0.00098530433059710524 0.0047193713769295509 -5.8680557976326642e-05 0.020372138451784851 0.0069078768999315801 0.00037355841802699227 0.01678386177158072 0.014790664506935567 -0.0063164651108143684 0.018406163505278527 0.014425850260168217 0.0046080696922929393 0.011771445788908749 -0.0093166938424110429 0.01131073715848888 0.010015254707541318 -0.0049848070601001384 0.016283401410434058 0.0030356515850663919 0.021654047359428979 0.016673723475994644 -0.004600719315931201 0.014165259228029754 -0.0050347651699152981 0.0038629861959420587 0.0045518049746169709 0.0099897838807277324 0.0016971459495835008 0.011146097829019151
leaf_weight=96 319 115 88 31 26 20 35 21 106 22 24 77 23 25 20 94 20 22 110 28 23 36 20 20 23 34 40 1388 20 195
leaf_count=96 319 115 88 31 26 20 35 21 106 22 24 77 23 25 20 94 20 22 110 28 23 36 20 20 23 34 40 1388 20 195
internal_value=0 0.0055234 0.00638887 0.00743738 0.00798934 0.0145181 0.00718848 0.00789001 0.010108 0.0102776 0.00848482 0.00931976 0.00872393 0.00314615 -0.00186856 0.00999672 0.00845354 0.00215808 0.0106673 0.00993068 0.0112092 0.010423 0.0032503 0.00444893 0.00269824 0.00933243 0.0102946 0.0104287 0.0123034 0.0129989
internal_weight=0 718 603 452 421 46 375 340 2403 2307 412 390 366 68 43 298 221 42 1895 179 151 1789 151 131 111 128 1753 1713 325 305
internal_count=3121 718 603 452 421 46 375 340 2403 2307 412 390 366 68 43 298 221 42 1895 179 151 1789 151 131 111 128 1753 1713 325 305
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 2 0 49 4 1 150 2 47 0 4 475 47 4 15 3 3 51 133 131 12
split_gain=73.4401 12.1173 6.79976 6.48462 5.30678 3.62847 2.57248 2.53264 2.08791 1.67456 1.43986 1.35629 2.08366 1.47894 1.12698 1.04438 0.968887 0.912757 0.71463 1.05729 0.648876 0.639236 1.08272 0.591725 0.524727 0.48348 0.473789 0.563015 0.464645 0.452061
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14530500000000005 0.25063000000000007 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083135000000000014 1.0000000180025095e-35 0.14122000000000004 0.12958500000000003 -0.07929499999999999 -0.55119499999999988 -0.07550999999999998 0.090100000000000013 0.41555500000000006 -0.095869999999999983 -0.12018999999999998 0.088060000000000013 -0.085989999999999997 0.089405000000000012 0.091440000000000007 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 16 6 11 -6 -5 15 17 12 14 18 -1 20 21 -4 -13 -20 -7 26 -23 -16 -21 -25 -3 -28 -2 -22
right_child=1 2 10 8 7 9 -8 -9 -10 -11 -12 13 -14 -15 23 -17 -18 -19 19 24 29 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0011772701291525676 0.0013128149142582173 0.00010943870447283866 8.0932980398358353e-05 0.0010958224898064562 0.0010509847752668954 0.0013259105687767133 0.0016049128517667539 0.00044519029522118944 0.00049289938393160535 0.00064283955290122977 -0.00028935497251320009 0.0013012992817603506 0.0014823974639761681 0.0010421439399380245 0.0010188765255714034 0.00072332917994663343 4.4060176419409953e-05 0.00053337792865931983 0.0016167208539657073 0.0009683381177975701 0.0011165776064270428 0.00082907434781173282 0.0002475073641421748 0.00044389622395529468 0.0012074324795034671 0.00085048014323389071 0.00044027845033287239 0.00013943565878964939 0.00096295475813688012 0.00088904225070440856
leaf_weight=48 54 25 120 34 83 52 79 39 63 34 37 1132 36 112 27 27 31 20 23 39 288 32 20 22 371 23 164 28 20 38
leaf_count=48 54 25 120 34 83 52 79 39 63 34 37 1132 36 112 27 27 31 20 23 39 288 32 20 22 371 23 164 28 20 38
internal_value=0 0.000469704 0.000377228 0.00120106 0.000512527 0.00122156 0.00125847 0.000857329 0.000704233 0.0010608 5.46519e-05 0.00124354 0.00106866 0.00125981 0.000944545 0.00109589 0.000372307 0.000145568 0.00127539 0.00120764 0.0011225 0.000410135 0.000605395 0.000789395 0.00118469 0.000651706 0.000363345 0.000396406 0.00121826 0.00109006
internal_weight=0 673 599 2448 422 2351 1912 122 97 439 177 1833 156 1677 120 405 300 140 1565 433 378 269 52 72 410 45 217 192 74 326
internal_count=3121 673 599 2448 422 2351 1912 122 97 439 177 1833 156 1677 120 405 300 140 1565 433 378 269 52 72 410 45 217 192 74 326
is_linear=0
shrinkage=0.00196078


Tree=3366
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 2 4 1 2 1 50 2 14 49 52 0 0 15 15 133 13 0 1 1 3 11 43 1 16
split_gain=65.5428 10.6403 6.8024 5.46246 4.37213 3.28949 2.07311 2.0232 1.69288 1.45893 1.38938 1.1725 1.15182 1.11038 1.02165 0.993144 0.81695 0.752575 0.678528 0.673157 0.656696 0.624171 0.59778 0.572031 0.537694 0.535879 0.486106 0.549178 0.474072 0.451161
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.092120000000000021 0.14122000000000004 0.40473500000000007 0.09253500000000002 -1.0000000180025095e-35 0.086920000000000011 0.041865000000000006 0.10467500000000002 0.062655000000000016 -0.054984999999999992 0.13140000000000004 -0.095504999999999993 -0.23091999999999999 -0.095869999999999983 -0.089964999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22491999999999998 0.11910500000000002 0.12040000000000002 0.10542000000000001 1.0000000180025095e-35 -0.14792499999999997 0.14699000000000004 -0.089669999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 10 17 14 -5 24 13 19 -11 -1 -6 20 18 -7 -12 28 -14 -22 -23 -9 -3 -24 -19 -28 -4 -20
right_child=1 2 11 8 7 6 -8 23 -10 12 16 -13 15 -15 -16 -17 -18 26 29 -21 21 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017341569950250512 0.0016492175736048395 0.00085158855409993663 0.00062763445892691553 0.0015311490185773635 0.0010601135591665903 0.0012138514722985268 0.0011266126551735291 0.0011503520689758598 0.00098513912580780395 0.0013252929188500475 0.0016539531052947379 0.00081320432787821957 0.00055818159827122503 0.0020197844632806627 0.0015634242878206821 0.001256253948466091 0.0016541353208902418 0.001572633752481739 0.0010477344458009682 0.00011950948737193958 0.0007785907775535515 0.00084231615127633192 0.00095795535114632927 0.00071683410229742418 0.00055464959495664368 0.0014009194158149812 0.0014580505209810595 0.0018356917389467651 0.00030690367207910778 0.0014642156134633457
leaf_weight=1077 76 37 37 34 20 21 41 25 61 27 28 30 26 55 69 26 361 635 20 29 88 39 21 22 64 21 20 57 34 20
leaf_count=1077 76 37 37 34 20 21 41 25 61 27 28 30 26 55 69 26 361 635 20 29 88 39 21 22 64 21 20 57 34 20
internal_value=0 0.000957069 0.000871535 0.00164145 0.000978299 0.0016602 0.00155568 0.00127653 0.00118055 0.000862084 0.00171202 0.000473224 0.000942988 0.00174803 0.00145032 0.000896281 0.001617 0.00157968 0.00141985 0.00037123 0.000848284 0.000892915 0.00101712 0.000947429 0.000663429 0.00117944 0.00159047 0.0017376 0.000474045 0.00125598
internal_weight=0 691 615 2430 485 2335 774 136 95 349 1561 130 248 1132 89 221 429 733 68 100 195 169 81 47 101 42 712 77 71 40
internal_count=3121 691 615 2430 485 2335 774 136 95 349 1561 130 248 1132 89 221 429 733 68 100 195 169 81 47 101 42 712 77 71 40
is_linear=0
shrinkage=0.00196078


Tree=3367
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 39 1 4 2 4 454 47 52 457 4 2 1 3 51 51 52 49 1 475 16 4 156 2
split_gain=51.1187 8.45688 5.03616 3.87066 2.74834 2.47732 1.89157 1.60962 1.46921 1.36956 1.32919 1.08311 0.878343 0.808595 0.788738 0.677125 0.663047 0.625257 0.631326 1.05051 0.654015 1.1374 0.618817 0.637832 0.52845 0.485698 0.458642 0.423048 0.413473 0.394448
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 0.087735000000000021 0.092845000000000025 -0.17966999999999997 0.14122000000000004 0.24564500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.056145000000000007 0.080930000000000016 -0.55119499999999988 0.092365000000000017 0.080270000000000022 -0.11171999999999999 0.0038750000000000004 0.093135000000000009 -0.52606999999999993 -0.054984999999999992 0.11910500000000002 -0.07550999999999998 -0.0094449999999999968 0.063160000000000008 0.091015000000000013 0.11448000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 22 7 6 11 9 -4 -3 15 12 16 -9 -6 25 -1 18 28 -20 -21 -22 -2 -24 -5 -7 29 -12 -18 -11
right_child=1 4 8 24 14 10 -8 13 -10 26 27 -13 -14 -15 -16 -17 17 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018422163355990748 0.0015481854485011048 0.0013816027094920476 0.0013349700859285373 0.00096589668180279092 0.00025964186465861041 0.0015819482851926749 0.0018111483177984285 0.00055270554171231478 0.00083817069370031752 0.0010167353881426618 0.00081049381810076088 0.0010959362662306018 0.0010982438819665534 0.0008836179259260322 0.00064195198618679074 0.0010337672546944197 0.001560753585322985 0.0014240760913688645 0.001026459982728257 0.0015104852801628298 0.00096432648453057977 0.0015460314182173304 0.00096755221305218505 0.0013525371296942805 0.0006526246477879887 0.0013762171029544858 0.00068345068467323342 0.0012089604423159645 0.0013547019222952602 0.00079552771687656037
leaf_weight=23 45 20 37 47 59 51 79 122 60 61 20 25 20 37 32 20 937 291 20 426 24 28 21 78 37 327 51 21 39 63
leaf_count=23 45 20 37 47 59 51 79 122 60 61 20 25 20 37 32 20 937 291 20 426 24 28 21 78 37 327 51 21 39 63
internal_value=0 0.000855337 0.00146551 0.00116241 0.000698005 0.00148358 0.00151407 0.000776133 0.00102767 0.000895524 0.00135074 0.00150127 0.00150688 0.00062971 0.000394081 0.00138537 0.00151145 0.00150714 0.00152353 0.00146672 0.00148515 0.00127755 0.00135753 0.00127087 0.000827908 0.00140397 0.000839972 0.00101459 0.00155252 0.000904348
internal_weight=0 673 2448 228 445 2351 1912 354 97 195 439 1833 1808 159 91 398 1788 1765 1474 498 478 52 144 99 84 378 175 41 976 124
internal_count=3121 673 2448 228 445 2351 1912 354 97 195 439 1833 1808 159 91 398 1788 1765 1474 498 478 52 144 99 84 378 175 41 976 124
is_linear=0
shrinkage=0.00196078


Tree=3368
num_leaves=31
num_cat=0
split_feature=1 3 2 124 4 42 401 133 12 40 13 2 13 148 48 0 3 13 3 11 4 3 4 0 1447 4 51 3 13 1209
split_gain=1.75655 0.390405 0.262115 0.203439 0.18422 0.177484 0.174805 0.183575 0.236805 0.223956 0.212096 0.172515 0.158049 0.184464 0.157123 0.166035 0.329484 0.181817 0.14951 0.148866 0.164329 0.16966 0.234969 0.162662 0.262269 0.185892 0.238428 0.172019 0.152341 0.147711
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 -0.076779999999999987 0.42642000000000008 -0.0060199999999999993 0.085900000000000018 0.089200000000000015 -0.097494999999999984 0.097265000000000018 -0.079299999999999995 0.14122000000000004 -0.072309999999999985 -0.079019999999999993 0.10990500000000002 -0.22491999999999998 0.096675000000000011 -0.0062949999999999994 -0.14989499999999997 0.095720000000000013 -0.082249999999999976 0.092670000000000016 0.0045450000000000013 -0.086934999999999985 -0.085804999999999979 -0.50052499999999989 -0.091704999999999995 -0.10519499999999998 -0.082574999999999982 0.091045000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 -2 -1 7 8 9 -3 -9 19 -10 -14 15 -15 17 -17 -6 20 23 -22 -23 28 -25 27 -27 -26 -5 -28
right_child=1 2 -4 11 18 -7 -8 10 12 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 22 -24 24 25 26 29 -29 -30 -31
leaf_value=0.013080172455654696 0.011245577226092042 0.020607699360698464 -0.0054097606749881223 0.023298460729137965 0.01002736462230262 0.0043253976608659218 -0.0027502299907306831 0.0075514323793218615 0.0029214340865358034 0.006138750435784459 -0.0041253504689250679 0.0061514925018588944 -0.0014288226538337768 -0.00087223157117312605 0.014211922512913588 0.0098616571445018057 0.017022125051836624 0.00026612782206099768 -0.00021722551820607021 0.0041072846576571467 0.012437225762497513 -0.0018726688204333188 0.012029876399244514 0.0021702247438952329 0.025075903743039821 0.0022993452084483579 0.012941953431886151 0.015178267315219521 0.015266142209363452 0.020630722830968878
leaf_weight=39 204 23 23 33 28 57 24 28 110 20 35 41 20 22 40 40 33 39 29 20 1593 20 31 20 25 20 335 59 83 27
leaf_count=39 204 23 23 33 28 57 24 28 110 20 35 41 20 22 40 40 33 39 29 20 1593 20 31 20 25 20 335 59 83 27
internal_value=0 0.00675569 0.00499348 0.0123926 0.00984124 0.00788202 0.0055448 0.00603036 0.00693198 0.013878 0.00106433 0.0125803 0.00594949 0.00766643 0.00871186 0.00707005 0.00863014 0.00512462 0.0048152 0.0126966 0.0127731 0.0122555 0.0065779 0.0141866 0.0133835 0.0138648 0.0129282 0.018124 0.0175512 0.0135154
internal_weight=0 718 457 2403 261 96 434 410 347 43 63 2307 304 194 174 134 112 79 57 2266 2246 1644 51 602 486 466 382 84 116 362
internal_count=3121 718 457 2403 261 96 434 410 347 43 63 2307 304 194 174 134 112 79 57 2266 2246 1644 51 602 486 466 382 84 116 362
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=31
num_cat=0
split_feature=1 1 150 150 52 1 16 148 12 12 4 48 12 4 43 4 2 0 13 43 13 13 43 0 12 13 1 403 42 48
split_gain=1.42419 0.251441 0.273693 0.280084 0.242012 0.331036 0.3323 0.208057 0.233847 0.29554 0.205785 0.220155 0.204018 0.233971 0.194702 0.188703 0.172816 0.347282 0.189173 0.207923 0.167942 0.169273 0.167124 0.215519 0.164178 0.226364 0.188916 0.178601 0.146897 0.131894
threshold=0.11146500000000002 0.089770000000000016 1.0000000180025095e-35 0.085210000000000022 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 -0.066239999999999979 0.11734000000000001 0.10711000000000002 0.0067750000000000006 0.090225000000000014 -0.010834999999999999 -0.0047449999999999992 0.084740000000000024 0.36766000000000004 0.10644500000000001 0.034820000000000011 -0.14819499999999997 0.035560000000000008 -0.088464999999999988 -0.083764999999999992 -0.082144999999999982 -0.078704999999999983 0.092465000000000006 -0.050064999999999991 0.093400000000000025 -0.51931999999999989 0.090545000000000014 0.090720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 12 -4 28 7 -7 -6 9 14 11 -5 13 -3 -9 -12 18 -18 19 -1 -14 -22 23 -23 25 -24 -27 -26 -2 -20
right_child=4 2 3 10 5 6 -8 8 -10 -11 15 -13 20 -15 -16 -17 17 -19 29 -21 21 22 24 -25 27 26 -28 -29 -30 -31
leaf_value=0.01211733083062641 0.015700697090505856 0.00010656306863223251 -0.002490282874992665 0.0076518009456510595 -0.0024903345736674966 0.0038872729204595087 -0.013406365136615934 0.0050896147777514658 0.014700645048703468 -0.0057526290538194389 -0.0043352028989465906 0.020449206288903954 0.0047052863809103904 0.012562881937716156 0.012804950159546491 0.0077210212963306022 0.01038616220524476 -0.0012498017243944622 0.011931325130919197 0.023871573088345706 0.020076750575200374 -0.00021321888047235983 0.023174411964674409 0.011677907441875765 0.0019270274889371967 0.0060319487005472188 0.015337135079280416 0.011403447353490154 0.0061189043524791488 0.0088217787052659938
leaf_weight=34 32 38 34 41 32 25 20 282 28 23 20 20 37 25 37 37 222 29 1505 27 23 27 26 35 23 30 80 147 32 150
leaf_count=34 32 38 34 41 32 25 20 282 28 23 20 20 37 25 37 37 222 29 1505 27 23 27 26 35 23 30 80 147 32 150
internal_value=0 0.0109314 0.00921471 0.00550666 0.00515842 0.00433496 -0.00379879 0.00524545 0.00591449 0.00519516 0.00781086 0.0118477 0.0103626 0.00504955 0.0059845 0.00349077 0.0114926 0.00904177 0.0118511 0.01732 0.0111447 0.011754 0.0112339 0.00649951 0.0121931 0.0147828 0.0127994 0.0101213 0.0109098 0.0116495
internal_weight=0 2610 643 152 511 447 45 402 370 342 118 61 491 63 319 57 1967 251 1716 61 428 391 368 62 306 136 110 170 64 1655
internal_count=3121 2610 643 152 511 447 45 402 370 342 118 61 491 63 319 57 1967 251 1716 61 428 391 368 62 306 136 110 170 64 1655
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 44 39 4 3 49 3 0 51 48 48 149 96 15 0 13 402 159 52 157 130 133 4 1176 160 480
split_gain=1.1661 0.380401 0.335777 0.25282 0.247399 0.237662 0.238523 0.213894 0.354849 0.388833 0.213894 0.204669 0.198813 0.209996 0.261123 0.174722 0.15664 0.153118 0.213791 0.235946 0.221176 0.195197 0.23172 0.210669 0.168881 0.23205 0.181999 0.149151 0.145163 0.202304
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.25063000000000007 1.0000000180025095e-35 0.10076500000000001 -0.082249999999999976 0.092670000000000016 -0.061079999999999988 -0.016324999999999996 -0.019414999999999998 -0.20636999999999997 0.092475000000000016 0.078735000000000013 0.07770500000000001 0.086715000000000014 0.099260000000000015 -0.086934999999999985 -0.082574999999999982 0.10999000000000002 -0.083839999999999984 0.11277500000000001 -0.082009999999999986 0.087820000000000023 -1.0000000180025095e-35 -0.083249999999999977 0.086345000000000019 -0.54913999999999985 -0.095389999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 6 7 12 11 -10 -8 27 -4 14 17 16 -2 18 19 -14 21 -20 23 -23 26 -26 -25 28 -9 -30
right_child=4 -3 5 -5 -6 -7 10 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0066243293828197897 0.0042287058682094775 0.0026520604997252429 0.020912243887274105 0.0078905912714877305 -0.0062345499599662929 0.017578598645674747 -0.0031238146950132574 0.015735185872763399 0.012901729434019044 -0.0039760426776364252 0.0087115490047663859 0.0012667599795219888 0.024218724612146619 0.0032134741957810138 0.022102820715340584 0.012149321728457625 -0.0047247735694760373 0.0045153175626182927 0.020857445261208342 0.013037461192383396 0.00070110463226834936 0.0027137993386498207 0.00023995239054784177 0.011867536520859336 -0.00067549556454954049 0.01283865564123348 0.019479856429887671 0.018066284856335681 -0.00035755766904912892 0.0097595405532073121
leaf_weight=21 281 75 22 28 24 41 26 40 21 39 37 28 25 31 23 26 21 32 20 77 21 27 20 306 24 27 35 22 20 1681
leaf_count=21 281 75 22 28 24 41 26 40 21 39 37 28 25 31 23 26 21 32 20 77 21 27 20 306 24 27 35 22 20 1681
internal_value=0 0.00967675 0.00987232 0.00166991 0.00356619 0.0100243 0.00990533 0.010056 0.00949586 0.00193118 0.00382711 0.00974929 0.0115587 0.0112507 0.0116418 0.00428332 0.00360611 0.01125 0.0116203 0.015778 0.0107367 0.0111959 0.0107557 0.0112577 0.0118462 0.00647906 0.0126489 0.00988401 0.00978061 0.00964059
internal_weight=0 2769 2694 49 352 2645 2604 2541 1851 60 63 1791 690 668 637 328 302 614 582 102 480 459 439 419 392 51 341 1763 1741 1701
internal_count=3121 2769 2694 49 352 2645 2604 2541 1851 60 63 1791 690 668 637 328 302 614 582 102 480 459 439 419 392 51 341 1763 1741 1701
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 15 39 2 2 484 52 156 150 457 34 1416 12 43 41 133 15 52 403 12 2 475 1375 12 2 0
split_gain=0.951617 0.323655 0.263103 0.210808 0.1972 0.211235 0.216959 0.212579 0.263823 0.156993 0.26998 0.181813 0.164636 0.15626 0.142006 0.132723 0.132198 0.293099 0.242975 0.202708 0.20401 0.327398 0.253543 0.278091 0.239152 0.233412 0.289868 0.245439 0.278326 0.232685
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.085655000000000009 -0.14809499999999998 0.08568000000000002 -0.020134999999999997 0.096015000000000017 0.096675000000000011 0.039215000000000007 0.11582500000000001 0.12068000000000002 0.31508000000000008 -0.0011599999999999998 1.0000000180025095e-35 0.086700000000000013 -0.10603999999999998 0.077565000000000009 0.11269500000000002 0.084510000000000016 0.26521500000000003 -0.082599999999999993 -1.0000000180025095e-35 0.10045500000000002 -0.085684999999999997 -0.092319999999999985 0.083875000000000019 0.086950000000000013 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 -1 13 -8 -9 10 11 12 -2 14 -7 16 17 -16 -18 20 21 22 -19 -24 25 27 -27 28 -25 -22
right_child=3 -3 -4 -5 -6 6 7 8 -10 -11 -12 -13 -14 -15 15 -17 18 19 -20 -21 29 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.013646963014940006 0.0013388663567515187 0.0021797335285243693 -0.0017199707177022229 -0.0056110946034702161 0.0010933386252051402 0.017617618553340438 -0.0042815024319376484 0.012769983073176686 0.0026097266838723231 -0.0037547908645744125 0.0094975774116156739 0.01215223584091291 0.010075441802230974 0.00035058880224823956 0.016368404336218886 0.015452276722697373 0.0086776949042672961 0.0014163625438844687 -0.00072710211139305361 5.615308076481928e-05 0.015602824274789205 -0.002937638482240879 0.00092472911928780381 0.018908140051644297 0.01731917387310495 -0.0028260174321725834 0.0093522977623013131 0.021551420966223367 0.003217020233233388 0.0090215101291791413
leaf_weight=99 213 73 23 24 31 20 21 43 63 24 85 20 24 20 68 33 1452 38 28 22 110 23 32 20 47 21 282 31 26 105
leaf_count=99 213 73 23 24 31 20 21 43 63 24 85 20 24 20 68 33 1452 38 28 22 110 23 32 20 47 21 282 31 26 105
internal_value=0 0.00874869 0.0089291 0.00346807 0.00902205 0.00911644 0.00893739 0.00491032 0.00673134 0.00406342 0.00461207 0.00299624 0.00222358 0.00915246 0.00922712 0.00915534 0.00906519 0.0100795 0.00849977 0.0095146 0.00979771 0.00872644 0.00926623 0.00991611 0.0105899 0.00975763 0.00850826 0.014674 0.0100392 0.0123887
internal_weight=0 2731 2658 390 2635 2604 2505 127 106 366 342 257 237 2378 2358 2338 2305 825 1480 757 735 520 497 459 427 380 303 77 46 215
internal_count=3121 2731 2658 390 2635 2604 2505 127 106 366 342 257 237 2378 2358 2338 2305 825 1480 757 735 520 497 459 427 380 303 77 46 215
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=31
num_cat=0
split_feature=1 2 30 33 147 52 1 123 48 151 2 47 13 3 0 0 12 50 402 4 4 42 2 11 157 0 49 455 52 2
split_gain=0.788791 0.241558 0.177955 0.169404 0.158816 0.15753 0.155869 0.154436 0.155313 0.226652 0.196935 0.17591 0.135785 0.134991 0.209876 0.144939 0.355052 0.19258 0.275114 0.205242 0.219672 0.178958 0.158009 0.150225 0.138173 0.130778 0.129 0.126799 0.121482 0.117485
threshold=0.11910500000000002 0.10188000000000001 0.086065000000000016 0.083840000000000012 0.089365000000000014 -0.088614999999999985 0.16773500000000005 0.085740000000000011 0.082620000000000013 -0.082774999999999987 0.10644500000000001 0.10843500000000002 -0.073839999999999975 -0.15956499999999998 -0.072594999999999979 -0.075934999999999989 -0.085119999999999987 0.089465000000000017 0.033490000000000006 -0.27825499999999997 -0.082769999999999982 0.11649000000000002 0.095545000000000005 0.077695000000000014 -0.24909499999999998 -0.22491999999999998 -0.15302999999999997 0.088355000000000003 -0.078224999999999975 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -6 -2 8 9 -3 -10 12 -12 14 -1 23 -17 18 19 -18 -21 -19 -22 24 -15 -11 -26 29 -14 -28
right_child=6 7 -4 -5 5 -7 -8 -9 10 25 11 -13 28 15 -16 16 17 21 -20 20 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0077331024222075939 0.0033440874411847774 0.016054746407437429 0.00057200159042559821 0.016812739494101458 0.0083982139267027387 -0.0041528648976236577 -0.0051761762077069803 0.0010199773785037299 -0.0025771420386091278 -0.00077737654514965565 0.0035363191233149602 -0.0021501476211207254 0.017118243295276028 0.00073346851647577505 0.020139108024537566 -0.0064326608902774756 0.011997357829047057 0.014954065359285418 -0.0040640059355646378 -0.0036793363513424994 0.0088102016863742423 0.0053888263130154948 0.0012951720476102753 0.015226507212833635 0.00073333073814865204 0.0073185860163357576 0.0085830915724169673 0.016533851397356816 0.0064849219861484704 0.014706339845724871
leaf_weight=30 323 29 29 24 20 20 23 54 37 21 35 21 22 22 25 20 60 53 25 24 99 31 39 35 20 400 1506 21 21 32
leaf_count=30 323 29 29 24 20 20 23 54 37 21 35 21 22 22 25 20 60 53 25 24 99 31 39 35 20 400 1506 21 21 32
internal_value=0 0.0078413 0.00835212 0.00845925 0.00836296 0.00212267 0.00277771 0.00613723 0.00660878 0.00750377 0.00364742 0.00597377 0.00816097 0.0084852 0.0133722 0.00834993 0.00650605 0.00728785 0.00588121 0.00700117 0.00515073 0.011424 0.00668639 0.00874553 0.00860384 0.00691475 0.0087135 0.00881588 0.0119252 0.00871049
internal_weight=0 2775 2135 2106 2082 40 346 640 586 450 136 99 78 2042 55 1987 351 331 247 222 162 84 138 1636 1601 421 1579 1559 43 1538
internal_count=3121 2775 2135 2106 2082 40 346 640 586 450 136 99 78 2042 55 1987 351 331 247 222 162 84 138 1636 1601 421 1579 1559 43 1538
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=31
num_cat=0
split_feature=4 3 9 123 15 3 39 52 40 124 52 4 14 40 457 52 4 14 0 4 0 43 49 1 52 41 4 151 150 160
split_gain=0.664038 0.230534 0.20282 0.21713 0.189136 0.169261 0.160413 0.152898 0.162639 0.180883 0.152477 0.225104 0.170525 0.177598 0.131477 0.127476 0.126393 0.125818 0.235428 0.392195 0.431 0.294834 0.249276 0.24361 0.213205 0.247507 0.196419 0.159278 0.150106 0.140044
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 -0.15914499999999995 0.63141500000000017 0.085855000000000015 -0.085984999999999992 -0.055059999999999991 -0.083229999999999985 0.039215000000000007 0.51608000000000009 -0.47013499999999991 -0.075219999999999981 0.31508000000000008 0.089325000000000015 0.50500500000000004 0.019675000000000002 -0.10836499999999999 0.0033150000000000007 -0.14649999999999996 -0.077044999999999988 -0.078034999999999979 0.083345000000000016 -0.088204999999999992 0.079395000000000007 0.0033150000000000007 -0.079059999999999978 -0.013494999999999998 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 10 14 -8 9 -9 11 12 -2 -14 17 -4 -12 18 19 20 22 -21 -6 -23 -19 -26 28 -28 -20 -30
right_child=5 -3 4 -5 6 -7 7 8 -10 -11 16 -13 13 -15 -16 -17 -18 24 26 21 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0068182440740721566 0.0088085877291935802 0.0015591665054671467 0.015854213356451933 0.0068531363450277313 0.010909999114179907 -0.0062684765132144096 0.0085019069046804521 -0.0034507778554182991 -0.0065400668163783848 0.0074924772287803618 0.010218118883979818 0.0093130002189556974 -0.0068251305132765658 0.0011620474790270032 -0.00066700294381007554 0.0079591642102362428 0.0030686456235308277 0.0041647305872676704 0.014595708116779432 0.00073286243168695368 -0.013312876588580283 0.021603663093410434 -0.0025719870842294771 0.0076948538655415184 0.019274578976612063 0.005591851379722357 0.013128951200875842 0.0046509162367766267 0.00099573623517463963 0.0080023229658233025
leaf_weight=21 24 73 43 26 24 20 46 23 20 44 48 36 33 178 20 39 51 29 34 32 22 20 32 34 39 20 24 289 29 1748
leaf_count=21 24 73 43 26 24 20 46 23 20 44 48 36 33 178 20 39 51 29 34 32 22 20 32 34 39 20 24 289 29 1748
internal_value=0 0.00710316 0.00725542 0.000744647 0.00737262 0.00269203 0.00721936 0.003839 0.00137356 0.00373584 0.00317638 0.00194941 0.000821367 -8.7132e-05 0.00740701 0.0120993 0.00653506 0.00747497 0.00733226 0.00368173 -0.00145317 0.00833895 0.00320601 0.0128463 0.0111855 0.0146364 0.00761412 0.00530099 0.00801391 0.00788798
internal_weight=0 2731 2658 47 2611 390 2529 133 87 67 370 271 235 211 2396 82 99 2376 2288 164 78 86 56 54 88 59 2124 313 1811 1777
internal_count=3121 2731 2658 47 2611 390 2529 133 87 67 370 271 235 211 2396 82 99 2376 2288 164 78 86 56 54 88 59 2124 313 1811 1777
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 4 43 2 1 457 14 4 12 0 16 2 0 4 1 49 0 0 4 3 43 48 14 2 2 1
split_gain=49.8523 7.96737 3.92689 3.50608 3.18765 2.31563 1.61065 1.44842 1.43998 1.21612 1.34264 1.1591 1.08557 1.00255 0.980763 0.947961 0.899718 1.21739 0.860295 0.788405 0.728873 0.645136 0.774354 0.845298 0.981946 0.566019 0.537713 0.658404 0.531116 0.493551
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.042705000000000007 -0.025214999999999998 0.13913500000000004 0.092845000000000025 0.29113500000000009 0.062655000000000016 0.40124500000000002 -0.42850999999999995 -0.07929499999999999 -0.43320999999999993 0.11362000000000001 -0.11173999999999999 -0.0016099999999999997 0.11751000000000002 -0.054984999999999992 -0.16360999999999995 0.18019500000000002 -0.49013999999999996 -0.11171999999999999 -0.15582499999999996 0.11926500000000002 -0.44847999999999993 0.12437500000000001 0.15950500000000004 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 7 18 9 -4 10 13 14 -6 16 -7 -8 17 20 29 -2 -1 22 -15 24 -24 -17 -5 -28 -14 -3
right_child=1 4 8 26 12 11 15 -9 -10 -11 -12 -13 28 21 -16 25 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012300766794882771 0.00089027925131672579 0.00060202286448504357 0.0012635067337260211 0.00099787165575167714 0.00052596253575104958 0.0014147829864050122 0.00098234075271968124 0.00085565634656186199 0.0007747091343514456 0.00091656731053783326 0.0016430629672957401 0.00081377882940872901 0.00023367467245050504 0.0014751431918208705 0.0011668602667854059 0.00058599576370487621 0.0014265297248349047 0.001517389447777858 0.00043161086573758543 0.0012868415168382952 0.00071826382448860252 0.00097244852898167628 0.0014096648158395991 0.001325434374014216 0.00087614550269442184 0.00089679206906863784 0.00076852237350892182 0.0003449551775063676 -0.00016075966646677417 0.00097097814010054461
leaf_weight=23 23 46 37 20 35 86 68 20 62 21 78 27 35 116 214 71 1171 28 112 119 20 20 21 474 36 33 43 21 21 20
leaf_count=23 23 46 37 20 35 86 68 20 62 21 78 27 35 116 214 71 1171 28 112 119 20 20 21 474 36 33 43 21 21 20
internal_value=0 0.000735415 0.00133995 0.00103477 0.000582003 0.00135603 0.000667006 0.00138072 0.000957391 0.00138595 0.00139091 0.00120291 0.00025507 0.00138061 0.00123793 0.00080232 0.00141353 0.00119921 0.000536253 0.00122261 0.000992024 0.00131929 0.00133001 0.00129831 0.00107271 0.000684614 0.000717238 0.000629539 8.57618e-05 0.000713827
internal_weight=0 667 2454 226 441 2355 350 2028 99 2008 1987 327 91 1909 300 172 1242 71 178 142 43 667 647 531 57 104 84 64 56 66
internal_count=3121 667 2454 226 441 2355 350 2028 99 2008 1987 327 91 1909 300 172 1242 71 178 142 43 667 647 531 57 104 84 64 56 66
is_linear=0
shrinkage=0.00196078


Tree=3375
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 2 4 2 4 1 16 0 3 1 43 11 47 12 394 4 12 16 15 131 1429 3 1 3
split_gain=40.47 6.6192 4.0403 3.46357 2.58684 1.97862 1.19276 1.17319 1.16078 1.13795 1.03799 0.964443 0.850191 0.788375 1.11859 0.708058 0.593498 0.582348 0.508023 0.480203 0.454845 0.424287 0.428996 0.426083 0.419468 0.390995 0.388323 0.377095 0.366806 0.351142
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.11474000000000002 0.13913500000000004 0.27287000000000006 0.14285500000000004 0.40124500000000002 0.077845000000000011 -0.43320999999999993 -0.07929499999999999 0.086245000000000016 0.16540500000000002 -0.080324999999999994 1.0000000180025095e-35 0.090100000000000013 -1.0000000180025095e-35 -0.079154999999999989 -0.49013999999999996 0.09320500000000001 -0.046599999999999996 -0.064294999999999977 0.091440000000000007 0.088440000000000019 -0.12018999999999998 0.078340000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 18 7 -6 13 9 19 12 -5 -7 14 17 27 -13 -1 29 -4 -15 22 -22 -23 -14 -2 -25 -10 -19 -3
right_child=1 2 8 11 6 10 -8 -9 15 -11 -12 16 24 20 -16 -17 -18 28 -20 -21 21 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013488956350542513 0.0013733123663810169 0.00057351298329486348 0.00059910700908652481 0.0012200551524925297 0.001192267099834138 0.0013458379193956973 0.00070653833044330449 0.0008414507087539224 0.00069020478767068945 0.00041213620501465186 0.00076532900795413586 0.000904765544237853 0.0011710807481782341 0.0009725685242344352 0.0010911972405446343 5.522009570509835e-05 0.00050394393686278198 0.0017184333136898002 0.0009222376772074723 0.00097033918273073058 0.0014539005441511655 0.001301746597327239 0.0012032852238053754 0.0011611633419778046 0.00098061043498970943 0.001052375532248441 0.0013955706305175096 0.00040142954349288939 0.0014220925722789473 0.00074218420765560377
leaf_weight=1205 54 98 21 28 77 86 26 20 20 42 25 49 151 20 63 21 20 26 32 37 85 276 38 220 63 20 31 133 42 92
leaf_count=1205 54 98 21 28 77 86 26 20 20 42 25 49 151 20 63 21 20 26 32 37 85 276 38 220 63 20 31 133 42 92
internal_value=0 0.000733321 0.000664973 0.00127623 0.000812835 0.00129121 0.00106966 0.001314 0.000489589 0.000657935 0.00114919 0.000913133 0.00118118 0.00131871 0.00134624 0.000392838 0.000788585 0.00135886 0.000693679 0.000835928 0.00126382 0.00127278 0.00137647 0.00124858 0.00111501 0.00128657 0.00119011 0.000439178 0.0015354 0.000655185
internal_weight=0 673 599 2448 325 2351 103 2026 274 100 325 97 300 2006 1336 174 69 1273 222 58 670 650 123 527 214 74 251 153 68 190
internal_count=3121 673 599 2448 325 2351 103 2026 274 100 325 97 300 2006 1336 174 69 1273 222 58 670 650 123 527 214 74 251 153 68 190
is_linear=0
shrinkage=0.00196078


Tree=3376
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 47 1 14 48 2 2 49 3 3 1 3 47 15 48 0 15 0 3 3 3 13 12 15
split_gain=45.3052 7.58866 3.97449 3.56342 2.96351 2.36954 1.58726 1.39316 1.34732 1.0574 0.992429 0.929656 0.865616 0.755802 0.672021 1.06756 0.712078 0.596584 0.550851 0.529917 0.552746 0.528746 1.63566 0.637229 0.476909 0.470771 0.697883 0.626276 0.47018 0.491289
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.092235000000000025 0.14122000000000004 0.13082500000000002 0.077845000000000011 0.062655000000000016 -0.015314999999999997 0.14838000000000004 -0.090999999999999984 -0.054984999999999992 0.30112000000000005 0.10299500000000002 0.13146500000000003 -0.14186499999999996 0.10648500000000001 -0.40580499999999992 0.086665000000000006 -0.11173999999999999 -0.10653 -0.14832499999999996 -0.10217499999999997 0.0041950000000000008 0.11658 -0.0087749999999999981 0.095780000000000018 0.091915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 18 9 10 11 -4 12 -7 14 -1 -2 15 16 -6 -12 25 -13 -21 22 -14 -24 -19 27 -27 -3 -26 -30
right_child=1 4 8 -5 7 6 -8 -9 -10 -11 17 19 21 -15 -16 -17 -18 24 -20 20 -22 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=0.00097127732971879046 0.00088747350327537185 0.00078002491758106781 0.001287019922703254 0.00070337219682046451 0.00067263686704257186 0.00091861770830719788 0.00086005665023380462 0.00081624811328651417 0.00077912474901936754 0.0016186413002906722 0.0014189267222581388 0.00042497612049264156 0.0016002535703135471 0.00127574952715487 0.00030181276137191879 0.00096256579811985262 0.00032937057692677675 0.0010085306866885791 0.0011008528152517245 -0.00011640660899857223 0.00030896843120370524 0.0013727244908177637 0.0012052657735398692 0.00080897387223905382 0.0013132061255300682 0.0010941895653139183 0.00071041911613850561 0.00036799991622452841 0.0011377120839545746 0.0013109152940850631
leaf_weight=22 23 37 28 84 42 32 41 37 71 62 92 33 30 119 50 22 52 30 20 23 24 1394 39 26 317 29 49 23 170 100
leaf_count=22 23 37 28 84 42 32 41 37 71 62 92 33 30 119 50 22 52 30 20 23 24 1394 39 26 317 29 49 23 170 100
internal_value=0 0.000731337 0.00130764 0.00102349 0.000581615 0.00132382 0.00123561 0.000461514 0.000922772 0.00136767 0.00125639 0.000408159 0.00135737 0.00121286 0.000491838 0.000573745 0.000482745 0.00127163 0.000796734 0.000234526 0.000100806 0.00136308 0.00122154 0.00104675 0.00124967 0.000752659 0.000853103 0.000622082 0.00126199 0.00120186
internal_weight=0 667 2454 226 441 2355 782 283 99 1573 741 246 1511 142 166 116 94 709 158 80 47 1489 95 65 617 138 78 60 587 270
internal_count=3121 667 2454 226 441 2355 782 283 99 1573 741 246 1511 142 166 116 94 709 158 80 47 1489 95 65 617 138 78 60 587 270
is_linear=0
shrinkage=0.00196078


Tree=3377
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 2 1 4 50 2 1 40 4 1 1 475 1 52 1447 1 15 15 0 52
split_gain=102.27 15.6546 8.78565 8.40519 5.39537 4.95276 3.97097 3.82057 3.24131 2.89132 2.60382 1.58642 1.42503 1.27948 1.21028 1.09857 2.20122 1.07848 1.07677 0.831157 0.824417 0.740998 0.706 0.649696 0.617997 0.616347 0.611115 0.605239 0.828793 0.551796
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 -0.090999999999999984 0.122715 -0.062539999999999984 0.041865000000000006 0.089775000000000008 0.088975000000000012 -0.077714999999999992 0.27287000000000006 0.13075500000000004 0.087135000000000004 -0.082014999999999991 0.13265500000000002 -0.088204999999999992 -0.082869999999999985 0.12958500000000003 0.050935000000000008 -0.089964999999999976 -0.094654999999999975 0.42957000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 7 6 17 11 25 18 -4 -1 23 -10 27 20 24 -3 21 -5 -13 -6 -15 -2 -17 -8 29 28 -7 -23
right_child=1 5 10 19 9 14 8 -9 13 -11 -12 15 -14 22 -16 16 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0058495113556397789 0.0064035733778558326 0.0052419468976449279 0.0061787698783126533 0.0055049359798431396 0.0064677716151490781 0.0051456370821186138 0.0060807469806869142 0.00682164001268007 0.005817423444805723 0.0056596261642014563 0.0055054653147244212 0.0064402653781484749 0.0057736106141343807 0.00536612877978275 0.0052540265776632776 0.0065977116915939887 0.0057539673152832158 0.0048259327925887765 0.0057913440369380814 0.0050731885861727147 0.0063327247476745573 0.0061264503576403256 0.0049952616472073528 0.0061087146777064867 0.0063104882748544035 0.0056469515258190679 0.0063360369911732717 0.0044906017295817001 0.0046859511565436269 0.0064501525459017559
leaf_weight=22 59 46 34 60 44 25 34 76 22 41 63 922 29 139 26 31 27 50 23 24 390 254 23 56 406 20 93 22 38 22
leaf_count=22 59 46 34 60 44 25 34 76 22 41 63 922 29 139 26 31 27 50 23 24 390 254 23 56 406 20 93 22 38 22
internal_value=0 0.00545671 0.00631977 0.0058745 0.00634363 0.00524266 0.00536191 0.00639102 0.00549769 0.00615744 0.00574147 0.00637281 0.00616204 0.00537373 0.00488383 0.0063793 0.00629729 0.00502527 0.00620426 0.00538158 0.0064083 0.00622725 0.00531347 0.00625999 0.00633086 0.00592008 0.00619857 0.00477059 0.00486837 0.00615225
internal_weight=0 673 2448 228 2351 445 334 1874 238 477 97 1798 144 184 111 1776 464 96 436 84 1312 413 162 115 437 54 369 85 63 276
internal_count=3121 673 2448 228 2351 445 334 1874 238 477 97 1798 144 184 111 1776 464 96 436 84 1312 413 162 115 437 54 369 85 63 276
is_linear=0
shrinkage=0.00196078


Tree=3378
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 44 2 1 52 4 14 0 0 15 4 16 0 4 15 474 1 16 160 14 131 16 4
split_gain=54.907 8.51535 5.89956 4.30392 3.47237 2.87753 2.37103 2.13091 1.68441 1.45373 1.39441 1.33614 1.26194 1.23369 1.16445 1.35526 1.34528 1.02785 0.76142 0.668586 0.670337 0.679619 0.736454 1.02881 0.595313 0.498066 0.490443 0.485695 0.472036 0.433716
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.14122000000000004 -0.022174999999999997 0.042705000000000007 0.094585000000000016 0.14960000000000004 0.09253500000000002 1.0000000180025095e-35 0.24564500000000003 0.062655000000000016 -0.11173999999999999 -0.07929499999999999 -0.098289999999999975 0.42051500000000003 -0.12029499999999999 0.18019500000000002 -0.49013999999999996 0.050935000000000008 0.10008000000000002 0.080270000000000022 -0.039889999999999988 -1.0000000180025095e-35 0.096015000000000017 0.091440000000000007 0.19444000000000003 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 6 7 -3 13 9 17 -5 12 18 14 16 -16 -1 -4 -9 20 28 22 23 -22 -18 -19 -15 -2 -17 -27
right_child=1 2 8 10 -6 -7 -8 11 -10 -11 -12 -13 -14 26 15 19 24 25 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0017737119061849121 0.0016459778749115686 0.0014754897290940141 0.00085936869648533046 0.0014649120134740828 0.00085913045045891653 0.0010455815988271674 0.00087402139272872465 0.0016034092927210268 0.0011411368025138098 0.00035501224796485816 0.00097485584331898306 0.0015844376822456198 0.00097964308884631343 0.0019349797933284397 0.0016332275916873815 0.0019347175496632978 0.001051402573484116 0.00076413358033640812 0.001302583072951724 0.0011696166874767811 0.0014313226336609306 0.0015569559556905786 0.0016409344866830094 0.0010352841003195329 0.0014430789155702964 0.00033779059372404039 0.0015990484346106065 0.0012864263238860111 0.0016098734837936544 0.00064497508236444458
leaf_weight=22 52 79 70 34 205 41 37 46 22 79 65 114 35 55 1178 21 37 30 109 20 119 340 42 32 25 43 24 20 95 30
leaf_count=22 52 79 70 34 205 41 37 46 22 79 65 114 35 55 1178 21 37 30 109 20 119 340 42 32 25 43 24 20 95 30
internal_value=0 0.000909218 0.00083215 0.00154366 0.00101254 0.00156049 0.00128364 0.00156962 0.000620821 0.000575397 0.00114316 0.00141662 0.00131593 0.00159276 0.00158293 0.0015932 0.00135715 0.000676035 0.00139186 0.00152272 0.0015336 0.0015042 0.00141127 0.00134739 0.00120934 0.000551439 0.00183292 0.0015461 0.00166868 0.000464031
internal_weight=0 667 595 2454 321 2355 116 2314 274 252 99 304 190 2010 1931 1847 84 173 155 669 649 533 193 151 62 103 79 72 116 73
internal_count=3121 667 595 2454 321 2355 116 2314 274 252 99 304 190 2010 1931 1847 84 173 155 669 649 533 193 151 62 103 79 72 116 73
is_linear=0
shrinkage=0.00196078


Tree=3379
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 0 15 150 49 0 4 1 13 1 1 47 124 3 3 12 1 160 16
split_gain=124.074 19.3098 10.284 10.1254 6.02214 5.45645 3.65297 3.61631 3.16268 2.76091 2.48261 2.09639 2.01736 2.30027 1.7522 1.29529 1.18645 1.29618 1.10551 1.09917 1.07051 1.05773 1.02454 0.961471 0.921197 0.864912 0.845814 0.786975 0.76278 0.595385
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14753000000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.054984999999999992 -0.07929499999999999 -0.55119499999999988 0.083345000000000016 -1.0000000180025095e-35 0.16175000000000003 0.13075500000000004 0.093140000000000014 -0.081214999999999982 -0.116045 0.12745000000000004 0.096990000000000007 0.12958500000000003 -0.0080249999999999991 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 23 11 27 -4 14 12 13 -1 26 -2 -14 -18 -13 -10 -6 -5 -20 -3 28 -21 -7 -8 -19 -15
right_child=1 4 9 21 20 10 8 -9 19 -11 -12 18 16 29 -16 -17 17 24 22 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018199063526293405 0.00094290883236668708 0.00035696508090112211 0.001365093266292805 0.00065200019006927804 4.9455389346532255e-05 0.0015284768369810487 0.0012126271184340481 0.0020222998095907919 0.00035994180557287595 0.00067177546143049472 0.00082469606078138544 0.0014895304420674807 0.0016618452579597414 0.00091556990574503049 0.00092633847402883514 0.0014505276490583004 0.0019951723065014487 0.00096334343750997646 0.00079312118245106113 0.00052241363470992839 -0.00044219520136046144 0.00016494714852812047 0.0013660539920423546 -3.5492177566458633e-05 0.001547141662415336 0.00095903473958193258 0.0013433756847756311 0.00072245039328859713 0.0015048820364708994 0.0013443107548735888
leaf_weight=23 23 48 34 60 90 206 34 79 105 63 30 108 1161 33 27 121 23 20 20 53 21 24 30 48 375 26 176 20 20 20
leaf_count=23 23 48 34 60 90 206 34 79 105 63 30 108 1161 33 27 121 23 20 20 53 21 24 30 48 375 26 176 20 20 20
internal_value=0 0.000589852 0.00154046 0.00105386 0.000352114 0.00156628 0.00048361 0.00161154 0.000613845 0.000914794 0.00136914 0.00159384 0.0016142 0.00130208 0.00140907 0.00136945 0.00162904 0.00154208 0.00137793 0.000491395 -4.35596e-05 0.000512842 0.00113688 0.000160736 0.00151697 0.000666112 0.00144319 0.00103108 0.00123411 0.00107736
internal_weight=0 673 2448 228 445 2351 334 1912 238 97 439 1833 1675 76 409 144 1599 438 158 184 111 84 50 96 415 79 382 54 40 53
internal_count=3121 673 2448 228 445 2351 334 1912 238 97 439 1833 1675 76 409 144 1599 438 158 184 111 84 50 96 415 79 382 54 40 53
is_linear=0
shrinkage=0.00196078


Tree=3380
num_leaves=31
num_cat=0
split_feature=1 3 1 46 2 4 42 16 13 2 13 42 42 51 15 132 12 2 2 48 42 15 12 0 2 475 3 49 475 51
split_gain=2.0808 0.465404 0.256457 0.351496 0.210857 0.207232 0.205562 0.204406 0.295166 0.175436 0.175002 0.159352 0.247947 0.217367 0.271574 0.344441 0.277887 0.237276 0.316222 0.200648 0.183872 0.179042 0.16654 0.166395 0.157893 0.149363 0.280982 0.200899 0.18336 0.185745
threshold=0.10337500000000001 -0.049509999999999992 0.14262000000000002 0.081930000000000017 0.092120000000000021 0.42642000000000008 0.11066000000000001 0.062650000000000025 -0.47860499999999995 -0.090999999999999984 -0.085384999999999975 0.075730000000000006 0.086375000000000021 -0.096089999999999981 0.040760000000000005 -0.066044999999999979 0.088845000000000021 0.10774000000000002 0.10444500000000002 0.016865000000000002 -0.058859999999999989 -0.069954999999999989 0.11734000000000001 -0.075934999999999989 0.12043500000000001 -0.088274999999999978 -0.081574999999999995 0.11560500000000001 -0.085684999999999997 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 6 9 24 -3 8 -4 -1 -10 13 -13 21 15 -15 -16 18 19 20 -17 -6 -14 -18 -2 26 -11 28 29 -27
right_child=1 2 7 -5 11 -7 -8 -9 10 25 -12 12 22 14 16 17 23 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.010694201576916385 0.017208914294173674 0.010426414575534334 0.010253577505668196 0.023379013155354188 0.025487489205110694 0.009256209454217337 0.0010099971517920495 0.012556574090073505 -0.010084669200296048 0.0063094489693898588 0.002705504931509495 0.025288813138330309 0.017426532471522378 0.020755614356270859 0.028088458843107914 0.01079061381720208 0.0084037787988781934 0.002891249021846115 0.021127762401412273 0.013866963061519853 0.00052347946770940764 0.016015733766835183 0.010336799665379363 0.018300918621924827 0.0092422012898043318 0.018264480392448604 0.020776072337292135 0.010393088717471749 0.018316206231898939 0.030336692750167388
leaf_weight=32 175 319 26 20 29 57 25 24 20 29 23 37 317 35 21 37 25 38 29 59 33 64 37 53 29 25 25 31 1421 26
leaf_count=32 175 319 26 20 29 57 25 24 20 29 23 37 317 35 21 37 25 38 29 59 33 64 37 53 29 25 25 31 1421 26
internal_value=0 0.011218 0.00929396 0.0104914 0.0173531 0.0145869 0.00974208 0.00460736 0.00184241 0.0180236 -0.00324341 0.0160443 0.0174996 0.0146992 0.0134958 0.0116177 0.0178778 0.00998597 0.0116923 0.00957115 0.00595039 0.0189693 0.0166855 0.0151288 0.0160764 0.0181742 0.013007 0.0183599 0.0185276 0.0244189
internal_weight=0 718 457 364 2403 261 344 93 69 1589 43 814 391 423 330 231 99 196 158 129 70 93 354 78 204 1557 54 1503 1472 51
internal_count=3121 718 457 364 2403 261 344 93 69 1589 43 814 391 423 330 231 99 196 158 129 70 93 354 78 204 1557 54 1503 1472 51
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 4 0 14 1 47 1 0 12 13 150 43 4 15 2 0 11 52 0 160 3 147
split_gain=85.0663 10.2182 9.09211 7.2797 5.44663 3.86563 3.16079 2.8303 1.97868 1.97854 1.64177 1.52138 1.46201 1.43242 1.35027 1.17844 1.09974 0.98938 0.96095 0.901802 0.868538 1.39112 0.886885 0.853393 0.828658 0.776703 0.694573 0.976475 0.686598 0.592977
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.091475000000000015 0.14285500000000004 0.033845000000000007 -0.17966999999999997 -0.23194499999999998 0.076175000000000007 0.10124500000000002 0.090100000000000013 0.15471500000000002 -0.062294999999999996 0.13597000000000004 -0.00096999999999999983 0.091105000000000005 -0.081374999999999989 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.13027499999999997 0.080455000000000013 -0.52606999999999993 -0.066089999999999996 -0.0071899999999999993 0.086245000000000016 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 29 11 13 16 -6 -1 23 18 17 -7 -15 24 -5 19 -11 22 -22 -12 -4 26 -2 -8 -28 -21 -3
right_child=1 5 6 7 9 14 8 -9 -10 12 20 -13 -14 15 -16 -17 -18 -19 -20 28 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021987857718731205 0.00183598079434296 0.00092441975895618024 0.0014991721895904499 0.00077981395415192194 0.0017074056709589346 0.00051113386111720596 0.0017510113589889217 0.00048104457382059615 0.0014793089720902355 0.0010838222269918404 0.0019306510967816344 0.0021836081746797326 0.00098117694439153768 0.0015245151371966871 7.1728459718514546e-05 0.00092468778547995223 0.001349883806149326 0.0011996709818820424 0.00095813461976149074 0.0017099910491221661 0.0016508005496010691 0.0011326671217499907 0.001444789076260492 0.001828743835278707 0.0019502540690147319 0.0014552798854489612 0.0012007591861581044 0.0016650640525665708 0.0012987577839982448 0.00056536888301956883
leaf_weight=22 28 112 31 71 31 116 478 44 156 23 52 46 85 34 35 20 29 31 22 37 76 27 20 1181 65 78 21 102 27 21
leaf_count=22 28 112 31 71 31 116 478 44 156 23 52 46 85 34 35 20 29 31 22 37 76 27 20 1181 65 78 21 102 27 21
internal_value=0 0.000891829 0.0017186 0.00114042 0.00145587 0.000623978 0.00177117 0.000920249 0.00167887 0.00124743 0.00169394 0.0018336 0.00117393 0.00104413 0.000409285 0.00130236 0.00172367 0.000907418 0.00132425 0.00141683 0.00163047 0.00151498 0.00179569 0.00182031 0.00173994 0.00155584 0.0017172 0.00158579 0.0015365 0.000867728
internal_weight=0 590 2531 306 422 284 2109 200 851 225 197 1258 194 156 151 54 695 102 109 87 175 103 72 1212 666 106 601 123 64 133
internal_count=3121 590 2531 306 422 284 2109 200 851 225 197 1258 194 156 151 54 695 102 109 87 175 103 72 1212 666 106 601 123 64 133
is_linear=0
shrinkage=0.00196078


Tree=3382
num_leaves=31
num_cat=0
split_feature=1 52 3 12 4 2 2 9 0 10 11 4 15 3 3 3 0 40 43 1 401 401 51 50 42 42 402 1446 4 1213
split_gain=2.05939 0.463134 0.315218 0.268278 0.209118 0.21252 0.208451 0.462183 0.220108 0.199525 0.176471 0.173797 0.238663 0.169945 0.17008 0.154186 0.330661 0.149885 0.158212 0.150534 0.149639 0.220145 0.217497 0.294151 0.298334 0.176765 0.174828 0.206999 0.239644 0.297657
threshold=0.10337500000000001 -0.40967499999999996 0.31534000000000006 -0.42850999999999995 0.40124500000000002 0.092120000000000021 0.10467500000000002 -1.0000000180025095e-35 0.024095000000000002 -0.0026549999999999994 0.080455000000000013 -0.050494999999999991 1.0000000180025095e-35 0.088060000000000013 -0.13927999999999999 0.13524500000000003 -0.26343999999999995 -0.065259999999999999 -0.078654999999999989 0.12500000000000003 0.089695000000000011 0.093690000000000009 0.078435000000000019 0.079410000000000008 1.0000000180025095e-35 0.086135000000000003 0.11174500000000002 0.083715000000000026 -0.083854999999999985 -0.082414999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 -4 5 10 7 9 -9 -3 20 -8 13 14 -13 16 -15 18 -16 -19 22 -22 26 24 -24 -23 27 -1 -29 -30
right_child=1 2 3 -5 -6 -7 11 8 -10 -11 -12 12 -14 15 17 -17 -18 19 -20 -21 21 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.017325279317669719 0.017612789496618871 0.009805699602954767 0.011253311125827689 9.2764386499766269e-05 0.0071716035737402059 0.015639213987066729 0.016028199241863508 0.017673308993085425 0.0064102657133480543 -0.0022404216567520055 0.024765223864575522 0.012201946103372253 -0.0014051762126062227 0.0090175663530826563 0.0053426224842390169 0.0086004812209664484 0.026038792693898794 0.005688667301354664 0.015782993375545458 -0.0048675786192854337 0.02928349328382562 0.014741508844063471 0.013414401686327024 0.017984515713834311 5.2203416513899964e-05 0.022370800636708738 0.0097966778657532158 0.028736080855185933 0.008740568266842854 0.021874715092708358
leaf_weight=1078 87 44 35 56 22 801 33 131 20 20 34 52 23 25 47 46 21 35 21 22 24 57 55 79 24 65 28 34 22 80
leaf_count=1078 87 44 35 56 22 801 33 131 20 20 34 52 23 25 47 46 21 35 21 22 24 57 55 79 24 65 28 34 22 80
internal_value=0 0.0107729 0.00982989 0.00438528 0.0168764 0.0169661 0.0107474 0.013163 0.0161815 0.00604129 0.0176388 0.00914939 0.00837199 0.00920795 0.00739584 0.0126943 0.0167881 0.0053965 0.00856685 0.00161433 0.017482 0.0205286 0.0171643 0.0136698 0.009355 0.0188063 0.0176089 0.0177891 0.0214654 0.0190419
internal_weight=0 718 631 91 2403 2381 540 215 151 64 1580 325 292 269 177 92 46 125 68 57 1546 146 1400 158 79 122 1242 1214 136 102
internal_count=3121 718 631 91 2403 2381 540 215 151 64 1580 325 292 269 177 92 46 125 68 57 1546 146 1400 158 79 122 1242 1214 136 102
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=31
num_cat=0
split_feature=1 4 1 12 4 16 51 2 0 0 2 4 50 16 43 51 400 12 16 1212 133 16 3 1213 160 3 475 16 1429 159
split_gain=1.66911 0.474141 0.316722 0.269753 0.186073 0.206727 0.174556 0.193275 0.167214 0.259575 0.259045 0.186899 0.16061 0.185419 0.247181 0.232731 0.23944 0.188127 0.286527 0.275956 0.292148 0.19319 0.186142 0.185344 0.220168 0.517584 0.280684 0.299985 0.261495 0.260338
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.042705000000000007 -0.43320999999999993 0.10614000000000001 0.121465 -0.10474999999999998 -0.14001499999999997 0.25063000000000007 0.51164000000000009 -0.23452499999999996 -0.0073349999999999986 -0.00045499999999999995 0.081440000000000026 -0.064794999999999978 0.083785000000000012 -0.0083599999999999976 0.037395000000000005 0.084655000000000022 -0.011734999999999997 -0.087044999999999983 0.080955000000000013 -0.079279999999999975 -0.11171999999999999 -0.08230999999999998 0.11346000000000002 0.032755000000000006 0.087060000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 12 -6 7 -5 9 -4 11 -10 -1 14 17 16 -16 19 21 20 -14 -19 -23 24 25 -15 27 -26 29 -27
right_child=1 2 8 6 5 -7 -8 -9 10 -11 -12 -13 13 23 15 -17 -18 18 -20 -21 -22 22 -24 -25 26 28 -28 -29 -30 -31
leaf_value=0.024105835096402604 0.01728740038935286 0.0086276707439177144 0.0034207513449170317 0.013464985185838128 0.016574558357512755 0.011228439477062514 0.02063515332296707 0.0031364926048332736 0.0027710859222091076 0.018846172753255813 -0.0063117239138354431 0.012739511650915331 0.025056103939140168 -0.0019417146287326302 0.025766349526210909 0.009860164547529908 0.014729210817175827 0.016666683486954069 0.028408898282796149 0.031674337144941091 0.01293585192071014 0.015828193157911299 0.003057294749166994 0.022047673219016621 0.02838381956597524 0.012858022435865991 0.013569425614160106 0.015848469893292836 0.004404604382812977 0.026005152352008738
leaf_weight=22 78 353 24 132 109 215 28 21 68 20 23 26 37 28 21 97 307 781 20 20 43 25 21 28 28 61 380 60 25 20
leaf_count=22 78 353 24 132 109 215 28 21 68 20 23 26 37 28 21 97 307 781 20 20 43 25 21 28 28 61 380 60 25 20
internal_value=0 0.0098946 0.00906491 0.0102371 0.015252 0.013027 0.0133758 0.0120473 0.0051771 0.0104323 0.00320078 0.00552831 0.0156081 0.0155147 0.0161669 0.0141633 0.0154359 0.0170661 0.0165818 0.021168 0.0185415 0.0162958 0.009998 0.0140945 0.0137246 0.0101507 0.0147479 0.019837 0.0133449 0.0161042
internal_weight=0 773 695 534 2348 324 181 153 161 44 117 94 2024 2002 1372 425 328 947 847 100 80 827 46 630 602 134 468 88 106 81
internal_count=3121 773 695 534 2348 324 181 153 161 44 117 94 2024 2002 1372 425 328 947 847 100 80 827 46 630 602 134 468 88 106 81
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=31
num_cat=0
split_feature=1 3 52 51 4 12 1 160 157 48 51 47 4 15 12 3 43 16 14 48 0 51 4 14 15 45 0 1 160 43
split_gain=1.35304 0.332979 0.234154 0.186267 0.169098 0.16851 0.170021 0.163444 0.162493 0.185812 0.190123 0.237175 0.227139 0.220004 0.205977 0.20163 0.437768 0.201122 0.324591 0.23027 0.244906 0.191947 0.174391 0.156806 0.166772 0.162964 0.349803 0.379918 0.282666 0.166004
threshold=0.10337500000000001 0.31370500000000007 -0.52606999999999993 -0.42247999999999991 0.40124500000000002 -0.42850999999999995 0.13501500000000002 -0.24498999999999996 -0.081749999999999975 -0.08595499999999999 0.086310000000000012 0.080455000000000013 0.40473500000000007 -0.095869999999999983 0.11734000000000001 0.13524500000000003 -1.0000000180025095e-35 -0.42170999999999997 -0.47013499999999991 0.083985000000000018 -0.076234999999999983 -0.021449999999999997 -0.0024449999999999997 0.062655000000000016 0.094035000000000007 0.081955000000000014 -0.13027499999999997 0.083135000000000014 0.08443500000000001 -0.52440999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 23 -3 -7 -5 -9 -10 11 14 13 -13 17 16 22 -11 -19 20 -20 -22 -12 25 -25 26 27 -1 -29 -28
right_child=1 5 3 7 -6 6 -8 8 9 10 15 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.016033093746019796 0.015280700374502116 0.0090991523915103494 0.016595703988956909 0.016551627982213782 0.0049437892199917276 0.0065359502731423304 -0.0036241297217202376 -0.00029947942292148419 0.017687662655398961 0.0083081940439123994 0.015355938350937019 0.02150288474014295 0.0030143103606644133 0.0090756508658222605 0.01433970109000802 0.0042012353330695383 0.026484591276808217 0.013549602533812108 -0.010746344999643043 0.0070282886154018342 0.0069949559510375063 -0.0036445672976044129 0.003170491965568584 0.021273076410606422 0.012363948553855367 0.021463349393497297 0.0056976920217275623 -0.0019709921490989233 0.0098663225683361996 0.013894372779374825
leaf_weight=42 65 35 30 24 22 28 40 22 21 101 24 28 21 29 25 24 22 23 24 40 30 39 23 55 34 26 25 38 43 2118
leaf_count=42 65 35 30 24 22 28 40 22 21 101 24 28 21 29 25 24 22 23 24 40 30 39 23 55 34 26 25 38 43 2118
internal_value=0 0.00872345 0.00960476 0.00893397 0.0136707 0.00346128 0.000559433 0.00849195 0.00810196 0.0084919 0.00806561 0.00702435 0.0119048 0.0151803 0.00567444 0.0120963 0.0148424 0.00483151 0.00258058 0.000683683 -0.00204518 0.000981312 0.00939285 0.0137513 0.0178696 0.0135914 0.0135011 0.00831499 0.00431301 0.0137988
internal_weight=0 718 615 550 2403 103 68 520 496 474 453 360 78 57 282 93 69 257 156 133 93 69 47 2381 89 2292 2266 123 81 2143
internal_count=3121 718 615 550 2403 103 68 520 496 474 453 360 78 57 282 93 69 257 156 133 93 69 47 2381 89 2292 2266 123 81 2143
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=31
num_cat=0
split_feature=1 155 105 1 1456 160 0 41 51 43 13 12 12 16 16 156 475 1429 457 48 11 13 15 14 43 3 16 133 1212 12
split_gain=1.10193 0.33927 0.222339 0.390903 0.198072 0.189649 0.162656 0.155901 0.159566 0.143063 0.228347 0.160933 0.135487 0.276782 0.132144 0.266834 0.170192 0.452791 0.268919 0.231244 0.290272 0.203287 0.172034 0.154257 0.187173 0.400586 0.224227 0.254833 0.235491 0.221319
threshold=0.10124500000000002 0.10158500000000002 1.0000000180025095e-35 0.16540500000000002 -0.049894999999999995 -0.4136149999999999 0.22582000000000002 0.091290000000000024 -0.41109999999999997 -0.24021999999999996 0.15641500000000003 0.11734000000000001 0.096395000000000022 -0.074319999999999983 0.013515000000000001 -0.031569999999999994 -0.091889999999999986 0.083810000000000009 -0.080669999999999978 0.091545000000000015 0.078065000000000009 -0.0057949999999999989 -0.076244999999999993 0.091685000000000016 -0.00045499999999999995 -0.14989499999999997 -0.0019699999999999995 -0.44023999999999991 0.085870000000000016 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 14 8 -7 -10 11 12 -11 -14 23 -16 -17 18 -18 20 22 -21 -20 24 -1 -26 27 28 29 -27
right_child=1 -3 -4 -5 5 7 -8 -9 9 10 -12 -13 13 -15 15 16 17 -19 19 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.013396253536395368 0.015530547001880819 0.014348901996517702 0.017205768696625125 -0.0055431115993997086 0.016655605481937528 0.013942835571490127 0.0033777085784822709 0.014831630448284356 0.013971209549345076 0.0063603507041511565 -0.003397265857067676 0.014204333899154639 -0.0081914093811064955 0.0074561442624634282 0.017114977163803433 0.017115504576941023 0.021167588136582215 -0.0029681828269665991 0.015521464596192042 0.0090891957827843716 0.021312715717552541 -0.0044370270066428933 0.008774658594915833 0.020963128332210625 -0.0014462049555731939 0.0086929077434158616 0.021006927546113732 0.01023755326788834 0.024811657508025352 0.020244504207814183
leaf_weight=1258 29 76 22 24 20 27 20 23 22 434 26 24 20 26 62 32 22 27 45 25 24 20 236 23 24 43 25 412 23 27
leaf_count=1258 29 76 22 24 20 27 20 23 22 434 26 24 20 26 62 32 22 27 45 25 24 20 236 23 24 43 25 412 23 27
internal_value=0 0.00800447 0.00731268 0.00699024 0.0074523 0.00707566 0.0123574 0.00675739 0.00643665 0.0060695 0.00574151 0.00621295 0.00581338 0.00065286 0.0124346 0.010981 0.0100987 0.0095359 0.0104435 0.00976937 0.0107567 0.00307754 0.00985511 0.0128251 0.0127218 0.0111903 0.0117625 0.0113048 0.016033 0.0131485
internal_weight=0 773 697 675 651 622 2348 602 579 552 530 504 480 46 2328 493 431 399 372 350 305 45 281 1835 1812 554 530 505 93 70
internal_count=3121 773 697 675 651 622 2348 602 579 552 530 504 480 46 2328 493 431 399 372 350 305 45 281 1835 1812 554 530 505 93 70
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 2 4 150 0 15 13 2 0 4 1 47 475 13 130 160 3 160 50 131 40
split_gain=87.1155 14.4998 9.02554 7.47702 6.26005 4.56707 2.89745 2.48266 2.26893 2.19843 1.72104 1.42164 1.26814 1.2556 1.6733 1.09106 1.06959 0.973944 1.16493 0.770889 0.841657 0.738861 0.701625 0.873617 1.49401 0.628948 0.842845 0.562635 0.556545 0.51827
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.14960000000000004 0.17025000000000004 0.033845000000000007 1.0000000180025095e-35 -0.11173999999999999 -0.097454999999999986 -0.004174999999999999 0.14122000000000004 -0.07929499999999999 -0.55119499999999988 0.083345000000000016 0.093140000000000014 -0.07550999999999998 -0.0044799999999999987 -0.054924999999999995 -1.0000000180025095e-35 -0.097174999999999984 -0.054789999999999998 0.10883000000000001 0.091440000000000007 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 16 6 11 -5 -6 12 15 13 21 14 -1 -4 22 27 -19 -13 -21 -7 29 -24 -25 26 -20 -15 -2 -3
right_child=1 2 10 7 8 9 -8 -9 -10 -11 -12 19 -14 17 -16 -17 -18 18 25 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018177746202024962 0.0016837994528145744 0.00073281603963135577 0.00028899839917179561 0.0014515276957462267 0.0013739761075116262 0.001680635399048864 0.0019891102198898777 0.00079407525366798873 0.00080058799673559202 0.00084664810892773248 -1.947537529985329e-05 0.0015209857020026631 0.0010236664830206353 0.0016787829766304792 0.0011844567002200039 0.00068298565287493228 0.00031901011196336815 0.0019848189390528842 0.0010271597361447764 0.00091493286247200834 0.0014342189594811084 0.001429371516877129 0.0004531397170323729 0.0013189504866555235 0.00075596328183147852 0.0015690650594102199 0.0014909976569451307 0.0015395235671716576 0.0013009005814206367 0.00050222267664026029
leaf_weight=23 54 73 88 34 83 52 79 63 39 26 50 108 27 1036 53 39 31 23 20 20 30 334 21 24 74 334 61 125 20 77
leaf_count=23 54 73 88 34 83 52 79 63 39 26 50 108 27 1036 53 39 31 23 20 20 30 334 21 24 74 334 61 125 20 77
internal_value=0 0.000761469 0.00066031 0.00155802 0.000816187 0.00158003 0.00162144 0.00102452 0.00119068 0.00139967 0.00028867 0.00160559 0.00143448 0.00162236 0.00137612 0.000409987 0.000663894 0.00163407 0.00155528 0.0014278 0.0012265 0.00146322 0.000703638 0.000816067 0.000893838 0.00153147 0.00137647 0.00166379 0.00158031 0.000614445
internal_weight=0 673 599 2448 422 2351 1912 97 122 439 177 1833 413 1675 76 127 300 1599 438 158 50 386 269 119 98 415 81 1161 74 150
internal_count=3121 673 599 2448 422 2351 1912 97 122 439 177 1833 413 1675 76 127 300 1599 438 158 50 386 269 119 98 415 81 1161 74 150
is_linear=0
shrinkage=0.00196078


Tree=3387
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 1 2 49 457 2 1 1 1 1 1447 40 47 1 475 475 52 48 4 3
split_gain=82.3318 13.4528 7.13732 5.81749 4.32942 4.09215 3.43391 2.63285 2.46941 2.33408 2.00769 1.93045 1.35111 1.12949 1.12198 0.912078 1.14394 0.83958 0.745061 0.730726 0.698254 0.646488 0.618182 0.605038 0.603852 0.45044 0.477809 0.371785 0.356241 0.491913
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.14122000000000004 0.09253500000000002 -0.090999999999999984 -0.054984999999999992 0.080930000000000016 0.090425000000000019 0.089770000000000016 0.13436000000000001 0.16175000000000003 0.090540000000000023 -0.082869999999999985 -0.077474999999999988 0.091680000000000011 0.13075500000000004 -0.07550999999999998 -0.088274999999999978 0.40674500000000008 0.081805000000000017 -0.39518999999999993 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 21 12 -8 -10 14 -4 -1 -2 24 19 20 -11 -6 25 -17 -3 -15 -5 -7 -14 28 -13 -27 -30
right_child=1 4 11 23 18 10 8 -9 9 17 -12 27 15 22 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00098298524112943654 0.00087421577223731426 0.00041032471221203002 0.001275680617202662 0.00072847169537852013 0.00018968932617969062 0.001536114012585471 0.0012112492381357678 0.00183156719886656 0.0012463157229563768 0.00058944530603791589 0.00085802566107718377 0.00047507467743593685 0.0013108041468968398 0.0014849515399700626 0.00086112639264148826 0.0017212498150452847 0.0010317813006573127 0.00018180747543015052 -0.00022047342372541668 0.0013976521571825381 0.0014006867589753977 8.844124699602513e-05 0.0012045640323834785 0.00036010577828848579 0.0013067200344716869 0.0017628677499060537 0.0012573314998664108 0.00079866611299806139 0.0015324289543833683 0.001242443898221111
leaf_weight=22 23 47 34 60 90 51 30 79 20 166 41 20 39 62 20 28 31 22 21 235 390 49 59 24 327 25 25 43 1015 23
leaf_count=22 23 47 34 60 90 51 30 79 20 166 41 20 39 62 20 28 31 22 21 235 390 49 59 24 327 25 25 43 1015 23
internal_value=0 0.000646013 0.00142038 0.00103331 0.000447579 0.00144189 0.000559073 0.00148108 0.000685342 0.00060949 0.00127116 0.000899147 0.00146598 0.00127252 0.00131372 0.00147185 0.00139521 0.000541743 0.000112091 0.00149711 0.00142216 0.00024603 0.00134823 0.000623224 0.00133767 0.00151785 0.00152527 0.000695939 0.00153157 0.001526
internal_weight=0 673 2448 228 445 2351 334 1912 238 208 439 97 1833 144 398 1811 449 188 111 1362 418 96 121 84 378 1127 1088 63 1063 1038
internal_count=3121 673 2448 228 445 2351 334 1912 238 208 439 97 1833 144 398 1811 449 188 111 1362 418 96 121 84 378 1127 1088 63 1063 1038
is_linear=0
shrinkage=0.00196078


Tree=3388
num_leaves=31
num_cat=0
split_feature=1 155 3 1456 48 2 3 12 16 3 4 150 16 40 51 16 52 16 3 51 3 13 160 1 43 4 1212 43 43 133
split_gain=1.50434 0.408635 0.275495 0.181892 0.216787 0.184579 0.213847 0.264895 0.207804 0.177458 0.176717 0.174817 0.172797 0.172569 0.213675 0.231778 0.153631 0.149109 0.177808 0.210337 0.204255 0.19353 0.292712 0.199313 0.187461 0.198683 0.158621 0.167044 0.258293 0.165781
threshold=0.10124500000000002 0.084785000000000013 0.31370500000000007 -0.049894999999999995 0.15372000000000002 0.14753000000000002 0.076840000000000006 0.088105000000000003 -0.53943499999999989 0.30112000000000005 0.042705000000000007 0.10479000000000001 -0.43320999999999993 -0.0061149999999999998 -0.067899999999999974 -0.082779999999999979 0.056145000000000007 -0.097644999999999996 0.10299500000000002 -0.13782999999999998 0.12745000000000004 0.038215000000000006 -0.089549999999999991 0.08864000000000001 -0.085154999999999995 -0.043364999999999994 0.073745000000000019 0.016310000000000002 0.10915000000000001 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 6 7 11 -8 -10 17 13 -12 -5 -15 -16 -4 26 19 24 -20 -21 -23 -24 -19 -26 27 29 -29 -1
right_child=1 -3 16 4 -6 -7 8 -9 9 -11 12 -13 -14 14 15 -17 -18 18 20 21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.020815692993531389 0.016017193748647796 0.01465602958355141 9.3412355021376845e-05 0.0066904884915226911 -0.0023287279531359673 0.0028458120891757845 0.0050228965867842945 0.011092949686814837 0.017323912525815624 0.007027608708647843 0.014443193796120688 0.013744743923535167 0.0095554539711325617 0.0087760827016262789 0.003108029507100582 -0.011142637261322566 0.008438931907585356 0.025279216542660906 -0.00027582984417676924 0.013748621387739662 0.014015967249870302 0.00061465904403191357 0.01352171015346474 0.0056094038253650079 0.021138901144473088 0.01126658253550054 0.024987825118005277 0.0020853575970977544 0.016487343892963094 0.010732573592527347
leaf_weight=63 29 89 71 127 20 56 28 139 70 22 109 23 215 21 25 21 32 26 20 1495 20 26 156 40 36 47 20 20 33 22
leaf_count=63 29 89 71 127 20 56 28 139 70 22 109 23 215 21 25 21 32 26 20 1495 20 26 156 40 36 47 20 20 33 22
internal_value=0 0.00828205 0.00745268 0.00829769 0.00789213 0.00827638 0.00891527 0.00768467 0.012566 0.0148618 0.0133681 0.00550149 0.0111998 0.0045242 0.000417957 -0.00339771 0.0026862 0.0137152 0.0134654 0.0136099 0.00687007 0.0133395 0.0105844 0.011907 0.0178696 0.0155486 0.0166649 0.0154587 0.0110526 0.0182059
internal_weight=0 773 684 581 552 532 476 356 120 92 2348 217 324 194 67 46 103 2024 1866 1826 40 1717 222 196 109 83 158 138 53 85
internal_count=3121 773 684 581 552 532 476 356 120 92 2348 217 324 194 67 46 103 2024 1866 1826 40 1717 222 196 109 83 158 138 53 85
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=31
num_cat=0
split_feature=1 2 30 457 123 9 44 14 11 47 0 159 1429 4 4 2 43 0 12 16 2 4 39 16 1446 0 13 157 51 43
split_gain=1.24091 0.3477 0.231893 0.218804 0.198793 0.176297 0.171242 0.170611 0.183447 0.166013 0.151366 0.333367 0.143979 0.138503 0.136652 0.136385 0.250372 0.142387 0.136077 0.158442 0.140318 0.131476 0.128018 0.127485 0.277833 0.213048 0.256944 0.301749 0.253954 0.217012
threshold=0.11829500000000003 0.10252500000000002 0.086065000000000016 0.045365000000000009 0.085290000000000019 0.099965000000000012 1.0000000180025095e-35 0.076175000000000007 0.08740500000000001 0.11312500000000002 -0.0058249999999999994 0.09599000000000002 -0.087914999999999979 -0.50427999999999995 -0.034939999999999992 -0.0091949999999999983 -0.0064299999999999991 0.11070500000000001 -0.10022999999999999 -0.45661999999999997 0.11870500000000002 0.053180000000000012 0.095830000000000012 0.013515000000000001 0.086195000000000008 -0.014954999999999998 -0.066634999999999986 -1.0000000180025095e-35 -0.016074999999999996 -0.08287499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 9 10 7 8 12 13 14 -12 -1 -3 -2 16 -14 23 19 -16 -20 -22 -23 -17 25 26 28 -28 29 -25
right_child=5 3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 15 -15 18 17 -18 -19 20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.018517981919326954 0.012982760824482232 0.017772756831656241 0.0031811364319375051 0.003885842507494794 0.0034558681248709924 -0.0015525130809030752 0.021326871841613734 0.016613351021958298 0.0025355741754174233 0.0019899887786734671 -0.0057320153138910729 0.010269994422307482 0.0008686823576378325 0.010646024993055295 0.0052566964711461758 0.01244261500346415 0.013584766869917076 0.018709335634202667 0.0086918079966886181 0.017540705035484973 -0.0034928437099248791 0.0070066000769116194 -0.00048294386995786974 0.025667290209925604 -0.00090718620146314297 0.017491363611635429 -0.0046013633801561338 0.0093291632831096656 0.0093335675650318573 0.012412994000672674
leaf_weight=35 34 29 28 62 41 33 21 86 20 21 30 23 30 457 21 1565 32 33 72 21 24 74 33 21 21 43 23 48 110 30
leaf_count=35 34 29 28 62 41 33 21 86 20 21 30 23 30 457 21 1565 32 33 72 21 24 74 33 21 21 43 23 48 110 30
internal_value=0 0.0116232 0.0122221 0.00951647 0.0101535 0.00541838 0.0123416 0.0122516 0.0120651 0.0106951 0.00611127 0.00121225 0.0121608 0.0110713 0.00704191 0.012047 0.00743182 0.0121981 0.00621746 0.0113987 0.00514548 0.00319636 0.00469674 0.0120827 0.0101795 0.0110262 0.00982786 0.00481646 0.0120379 0.0178706
internal_weight=0 2756 2146 610 548 365 2118 2097 2011 507 332 53 1991 486 279 1956 62 1894 245 42 203 131 107 1861 296 275 232 71 161 51
internal_count=3121 2756 2146 610 548 365 2118 2097 2011 507 332 53 1991 486 279 1956 62 1894 245 42 203 131 107 1861 296 275 232 71 161 51
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 1 2 14 4 49 0 15 0 4 0 50 16 4 0 1 43 1 1 457 1 2 50
split_gain=90.4875 14.2925 8.34856 6.43395 5.24955 4.42218 3.37693 3.18935 2.45858 2.34466 1.78038 1.51798 1.51441 1.4598 1.87903 1.74322 1.095 1.08475 1.01633 0.993897 0.984462 1.16041 0.950144 0.842069 0.813561 0.70199 0.693544 0.64073 0.620396 0.619336
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.042705000000000007 0.09253500000000002 0.10731 0.062655000000000016 0.40124500000000002 -0.054984999999999992 -0.11173999999999999 -0.098289999999999975 -0.07929499999999999 -0.062539999999999984 -0.15202999999999997 0.041865000000000006 -0.10850999999999998 -0.49013999999999996 -0.026509999999999995 0.12000500000000001 -0.11008499999999999 0.13075500000000004 0.13265500000000002 0.080930000000000016 0.122715 0.087675000000000017 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 22 10 -4 -8 13 17 -2 14 -1 29 -11 -9 -6 -19 23 -22 -3 -17 -5 -18 -16 -14 -12 -15
right_child=1 4 8 24 18 -7 9 11 -10 16 28 -13 27 15 26 20 25 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017999799945350211 0.00088641389899546538 0.00059399364382223361 0.0013698722277751844 0.00078683334153169899 1.9132392690436445e-05 0.00094288597218205336 0.0010682114642078103 0.0018242914330502964 0.00071561504358299936 0.0010449824588639395 0.0020079585397258745 0.00088179017587570964 0.0015006778804110546 0.0016335293028615046 0.001297785498209536 0.0012787286995672711 0.00062295483499579841 0.0014670969332996472 0.00046214043481632237 0.0012182641495763174 0.0014849697941010588 0.0011768182570260121 0.0001731433398704544 0.0017173815293970082 0.00035968049219352939 0.00025175288240191071 0.0008720250109749317 0.0011239302536797903 0.0016556347832659207 0.0014928395435592158
leaf_weight=22 23 30 34 60 85 48 62 21 63 21 46 24 100 1042 38 20 132 144 26 108 487 52 66 106 24 23 24 21 33 136
leaf_count=22 23 30 34 60 85 48 62 21 63 21 46 24 100 1042 38 20 132 144 26 108 487 52 66 106 24 23 24 21 33 136
internal_value=0 0.000696855 0.00150867 0.00109605 0.000492322 0.00153193 0.000615094 0.00154421 0.000944942 0.000740311 0.00157228 0.00135457 0.00134762 0.00156046 0.00130767 0.00157198 0.000624801 0.00139613 0.0001229 0.00136045 0.00149172 0.00145524 0.000304659 0.00164775 0.00066479 0.000567873 0.00113297 0.00143529 0.00186079 0.00161729
internal_weight=0 673 2448 228 445 2351 334 2303 97 238 2006 297 144 1927 84 1843 176 273 111 252 665 539 96 126 84 155 62 121 79 1178
internal_count=3121 673 2448 228 445 2351 334 2303 97 238 2006 297 144 1927 84 1843 176 273 111 252 665 539 96 126 84 155 62 121 79 1178
is_linear=0
shrinkage=0.00196078


Tree=3391
num_leaves=31
num_cat=0
split_feature=1 2 30 16 52 129 3 2 15 12 34 2 14 44 11 0 51 49 52 12 2 43 12 1212 15 1374 151 1 3 160
split_gain=1.30627 0.354941 0.219005 0.214914 0.426095 0.230629 0.19036 0.174337 0.170266 0.162724 0.155253 0.227453 0.150892 0.157214 0.16061 0.149163 0.308179 0.309167 0.324603 0.252068 0.150565 0.225944 0.153319 0.326551 0.245884 0.221913 0.253698 0.219945 0.191097 0.181366
threshold=0.11829500000000003 0.10252500000000002 0.086065000000000016 0.40020000000000006 0.039215000000000007 0.089245000000000005 0.31370500000000007 0.13622000000000004 -0.07490999999999999 -0.42850999999999995 -0.021334999999999996 0.11870500000000002 0.076175000000000007 1.0000000180025095e-35 0.08740500000000001 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 0.085495000000000015 -0.0091949999999999983 -0.0064299999999999991 0.083785000000000012 0.040035000000000008 0.083490000000000023 0.086765000000000023 -0.15340499999999999 0.091615000000000016 -0.088494999999999976 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -3 10 -6 -5 -8 -2 -12 13 14 15 16 -1 -18 19 -19 21 -17 23 24 27 26 -24 28 -22 -28
right_child=6 3 -4 8 7 -7 9 -9 -10 -11 11 -13 -14 -15 -16 20 17 18 -20 -21 22 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0021589901830468858 0.00098154540498589368 0.0066825284542319291 0.0033792187271631394 0.020435084569085715 0.013585919547324063 -0.0044659302989020948 0.0066592212533578277 0.0036093084909953181 0.011190846845298232 -0.00211106244990203 0.011641165682059878 0.0051425360773569677 0.016384288263615484 0.020715382698524215 0.0031013144645839932 0.0012827581850190957 0.0058148729736961788 0.028132676536386667 0.0056585184213790024 0.013160339540437514 0.020937347398804769 0.013456486914336922 0.0042817725913553706 0.024908115210589665 0.004862376839654254 0.02239235377471362 0.0032411964059892023 0.024831859818659725 0.011648814702617392 0.012387813688614501
leaf_weight=21 43 257 28 23 141 20 34 20 149 56 85 147 86 21 20 30 62 22 22 23 28 31 41 29 28 21 22 20 106 1485
leaf_count=21 43 257 28 23 141 20 34 20 149 56 85 147 86 21 20 30 62 22 22 23 28 31 41 29 28 21 22 20 106 1485
internal_value=0 0.0115603 0.0121653 0.0094317 0.00825546 0.00587759 0.00519412 0.0123466 0.012427 0.00120216 0.00650058 0.0075235 0.0122815 0.0121078 0.0120179 0.0121075 0.00907518 0.010904 0.0156133 0.0204801 0.0123546 0.00746941 0.012522 0.0150528 0.0134824 0.0121816 0.0120431 0.0150497 0.0135897 0.0122543
internal_weight=0 2756 2146 610 438 277 365 161 172 90 275 232 2118 2032 2011 1991 150 129 67 45 1841 61 1780 211 182 1569 1548 154 134 1507
internal_count=3121 2756 2146 610 438 277 365 161 172 90 275 232 2118 2032 2011 1991 150 129 67 45 1841 61 1780 211 182 1569 1548 154 134 1507
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 12 150 3 3 1 15 484 48 43 12 43 13 2 2 15 34 106 2 9 133 0 13 1429 13 42
split_gain=1.05808 0.292758 0.243296 0.273688 0.258728 0.187708 0.238903 0.196104 0.189048 0.16578 0.165739 0.164784 0.154643 0.150793 0.15231 0.198909 0.131208 0.160873 0.213068 0.128609 0.126273 0.181621 0.178656 0.211311 0.116416 0.154134 0.131696 0.199564 0.128465 0.158491
threshold=0.11829500000000003 0.10005000000000001 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.087505000000000013 1.0000000180025095e-35 -0.023499999999999997 -0.03694999999999999 0.16773500000000005 0.024640000000000006 0.10948000000000001 0.091840000000000019 -0.077604999999999993 -0.091274999999999981 -0.09002499999999998 -0.092879999999999976 0.11585500000000001 0.10699500000000002 -0.049819999999999996 -0.021334999999999996 0.016890000000000006 0.11870500000000002 0.099965000000000012 0.09389500000000002 -0.080499999999999988 0.0076650000000000008 1.0000000180025095e-35 -0.036034999999999991 0.087745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 10 -8 11 20 13 24 19 14 -3 -16 -15 18 -18 -9 21 -2 23 -22 26 -26 28 -28 29 -7
right_child=9 5 3 -5 -6 8 7 12 -10 -11 -12 -13 -14 16 15 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0053338053684072583 -0.006792082106694579 -0.0034532174046727872 0.024714696331432574 0.01154697386940059 0.01103602750123496 0.0049658086659662704 -0.0060745986178517347 0.012869674282578323 0.0010427884027277205 -0.0035433470554973772 0.015879375380636367 0.018781306319768824 -0.0021534848104541502 0.0036224709557635447 0.014115491267293693 1.1981118004769087e-05 0.0086303697073493498 0.0046945010721683505 0.02027463652814428 0.0023479093132274496 0.012507622122596812 0.0054307528140564122 0.0043604449449048842 0.0014193541937224244 -0.00024713921963914553 0.0092576875143047226 0.0063027175013086805 0.01681579477761103 0.018904075179072548 0.013812683530174841
leaf_weight=83 20 21 27 38 1926 27 21 26 22 23 27 23 21 28 20 20 33 25 30 21 68 31 200 23 22 76 84 23 31 81
leaf_count=83 20 21 27 38 1926 27 21 26 22 23 27 23 21 28 20 20 33 25 30 21 68 31 200 23 22 76 84 23 31 81
internal_value=0 0.0104042 0.0109953 0.0170166 0.0108004 0.00860692 0.00669534 0.00237222 0.0100467 0.0046747 0.00858141 0.0105865 0.0049808 0.00746816 0.00344315 0.00706374 0.00958477 0.0114819 0.0141753 0.00816846 0.00522738 0.000637484 0.0060318 0.00970509 0.0100386 0.00712395 0.0111997 0.00856254 0.0132297 0.011601
internal_weight=0 2756 2074 65 2009 682 293 89 389 365 204 367 68 177 61 40 116 88 63 47 342 51 291 91 344 98 246 107 139 108
internal_count=3121 2756 2074 65 2009 682 293 89 389 365 204 367 68 177 61 40 116 88 63 47 342 51 291 91 344 98 246 107 139 108
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=31
num_cat=0
split_feature=4 3 2 3 10 12 394 457 0 4 1 51 156 4 156 0 0 1 1 9 15 42 34 0 0 38 40 2 12 402
split_gain=0.877773 0.293413 0.285764 0.214152 0.174942 0.164052 0.193972 0.175578 0.177323 0.222714 0.181411 0.152976 0.228906 0.149576 0.218967 0.199033 0.151099 0.130231 0.135744 0.152209 0.128734 0.123543 0.173138 0.21205 0.131192 0.114513 0.324933 0.122696 0.112479 0.0992439
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.63141500000000017 -0.15282499999999996 -0.010834999999999999 -0.081984999999999988 0.29113500000000009 -0.14920999999999998 0.061775000000000004 0.078340000000000007 0.099265000000000006 0.084085000000000007 0.033845000000000007 0.013700000000000002 -0.11173999999999999 -0.097734999999999989 0.086920000000000011 0.10374500000000002 1.0000000180025095e-35 -0.082809999999999981 -0.019989999999999997 -0.021334999999999996 -0.010949999999999998 -0.062294999999999996 0.091770000000000004 -0.045684999999999996 -0.033169999999999991 0.13597000000000004 0.090595000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 8 9 10 -7 12 -12 15 -15 -10 -17 -6 -19 21 -3 -20 -23 24 -24 26 27 -8 29 -18
right_child=3 20 -4 -5 17 7 25 -9 13 -11 11 -13 -14 14 -16 16 28 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015534926244678596 -0.0025610916782170534 0.0078083798677350096 -0.0015561700621417362 -0.0059077722718939192 0.012675474806810203 0.019820320355179517 0.00055070372084931778 0.0015388238206505778 0.0025830377538555438 0.023136649820953609 0.0040396656914918607 0.017866114657372239 0.014789247838780285 0.0085058307800362897 -0.00094730579466731466 0.016197971147825806 0.0099148123133029568 -0.002513657534575981 -0.0021713849040679634 0.012081427613814031 -0.00058260583716285665 -0.0013885003034374678 0.0063854592584624186 0.015345655152729402 -0.0021026899428328591 0.012205963357924843 -0.0043737700240065657 0.0083886966486402762 0.0039874573339087269 0.012331999866655294
leaf_weight=24 30 33 23 20 23 23 24 25 35 20 52 20 32 265 27 41 1677 23 24 31 41 32 137 24 21 26 30 119 30 189
leaf_count=24 30 33 23 20 23 23 24 25 35 20 52 20 32 265 27 41 1677 23 24 31 41 32 137 24 21 26 30 119 30 189
internal_value=0 0.00937107 0.00954246 0.00415249 0.0047357 0.00963846 0.00704239 0.00987611 0.00996256 0.0133282 0.0117835 0.0100062 0.00813474 0.00974404 0.00763174 0.0100568 0.0101919 0.00543063 0.00485997 0.00549043 0.00315932 0.00463194 0.00539493 0.00658762 0.00525729 0.00601816 0.0050882 0.00707323 0.010062 0.0101596
internal_weight=0 2756 2682 365 345 2659 223 2436 2411 147 127 104 84 2264 292 1972 1937 315 292 269 74 238 214 182 158 199 173 143 1896 1866
internal_count=3121 2756 2682 365 345 2659 223 2436 2411 147 127 104 84 2264 292 1972 1937 315 292 269 74 238 214 182 158 199 173 143 1896 1866
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 44 1 1213 0 52 51 2 0 12 12 43 484 52 159 150 456 457 474 42 150 147 16 0 0 483
split_gain=0.716265 0.244975 0.232135 0.180293 0.148817 0.165729 0.136442 0.267246 0.171 0.228288 0.240806 0.1357 0.19017 0.145559 0.329876 0.170174 0.13266 0.162114 0.153479 0.142778 0.125223 0.122022 0.229862 0.205524 0.181199 0.164322 0.145429 0.22043 0.22403 0.174045
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.085655000000000009 1.0000000180025095e-35 0.089625000000000024 0.0036000000000000003 -0.14454499999999995 -0.061194999999999992 0.085720000000000005 -0.0091949999999999983 -0.067094999999999988 0.093965000000000007 0.094580000000000011 0.0061450000000000003 0.096415000000000015 0.039215000000000007 0.11728000000000001 0.12068000000000002 0.086080000000000004 0.032140000000000009 0.083855000000000013 0.083715000000000026 0.084925000000000014 0.085050000000000014 -0.072804999999999981 -0.14920999999999998 -0.11013499999999998 0.085510000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 5 6 21 8 9 10 -8 12 -10 15 -15 20 17 18 19 -2 -13 26 23 24 25 -23 29 -28 -29 -1
right_child=3 -3 -4 -5 -6 -7 7 -9 11 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0094514179706989346 0.0019816704838885929 0.0027308339897339066 -0.0014005531020381528 -0.0045892699728938167 0.0018013693302148773 0.015158294750726782 0.0031184705569906983 -0.0031456788551029445 0.010174722752223413 -0.0031473419493845394 0.016400213045999406 0.010513787581349569 -0.0028557936482078126 -0.005193725139833987 0.0082523617636000458 0.0022233801266259476 -0.0023682735782737537 0.0089358370226895589 0.011117199931759388 0.010144362521047395 0.018242217604394841 0.020024763599038126 0.004262940138578415 0.020317969455694161 0.0032483765411944615 0.0084404668266264103 0.016724065340323641 -0.0027516287006437781 0.0079557347109215169 0.015472565061759716
leaf_weight=818 200 73 23 24 31 40 43 23 21 31 20 237 24 20 208 23 27 77 25 24 23 25 30 36 21 24 28 20 851 51
leaf_count=818 200 73 23 24 31 40 43 23 21 31 20 237 24 20 208 23 27 77 25 24 23 25 30 36 21 24 28 20 851 51
internal_value=0 0.00844621 0.00860241 0.00379762 0.00868929 0.00877089 0.00867174 0.00744785 0.0078227 0.00387799 0.0073349 0.00848961 0.00322511 0.00895322 0.00707288 0.0104681 0.00436783 0.00492573 0.00368566 0.00285624 0.0111975 0.00910435 0.0119907 0.0141779 0.0110201 0.0143508 0.00888231 0.00799062 0.00770987 0.00980479
internal_weight=0 2744 2671 377 2648 2617 2577 673 650 94 63 556 45 511 228 283 353 326 249 224 260 1904 136 106 70 49 1768 899 871 869
internal_count=3121 2744 2671 377 2648 2617 2577 673 650 94 63 556 45 511 228 283 353 326 249 224 260 1904 136 106 70 49 1768 899 871 869
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=31
num_cat=0
split_feature=4 457 123 3 14 2 12 483 15 14 0 3 130 2 12 13 1446 51 1 3 1446 1428 49 1429 133 4 4 2 43 3
split_gain=0.580175 0.201717 0.197048 0.166933 0.148488 0.183114 0.125528 0.131641 0.133441 0.180074 0.253156 0.520687 0.287146 0.212531 0.195009 0.289717 0.255607 0.192433 0.193177 0.176891 0.173953 0.158694 0.157188 0.19679 0.235209 0.182035 0.235264 0.175367 0.191096 0.197497
threshold=0.26790000000000008 0.31508000000000008 0.11021500000000002 0.63141500000000017 -0.24175999999999997 0.17025000000000004 0.15120000000000003 0.13667500000000002 0.083195000000000005 0.080160000000000023 -0.13027499999999997 -0.079594999999999985 -0.054004999999999991 0.14019000000000004 0.092550000000000007 0.24813000000000004 0.099545000000000008 -0.065634999999999985 0.091785000000000019 0.11924500000000002 0.09419000000000001 0.094820000000000015 0.085970000000000005 0.083985000000000018 0.087415000000000007 -0.42529999999999996 -0.14098499999999997 0.086950000000000013 -0.092909999999999979 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 7 8 9 10 11 -6 -12 14 15 19 21 -13 -19 20 22 -16 25 27 -25 -14 -27 -24 -29 -30
right_child=3 -3 -4 -5 5 -7 -8 -9 -10 -11 12 17 13 -15 16 -17 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.015296069382188414 0.0039159172396079365 -0.00055339841909396155 -0.00097207880865495932 -0.005472514617722482 -0.011816196097061039 -6.6454103992631032e-05 0.00043530949674870656 0.015558216280557894 0.0086410461133241481 0.015128734681223119 0.01605529731115032 -0.0016662116581574083 0.011872152352723214 0.017212441160033145 0.0052456443013120559 -0.0039779005013406274 -0.0054902476369447653 0.014716667235242549 0.004979031277169664 -0.0010922550113173202 0.016814351081848145 0.012823199819152553 0.014414841241457248 0.023745407769456509 0.0091225926647894081 -0.0014109759262817749 0.0072036420112909644 0.014613978592333971 -0.0020074495368524888 0.0078170765479291353
leaf_weight=26 357 30 26 20 20 30 23 22 1076 28 38 30 76 21 351 20 21 27 83 20 24 30 44 22 22 34 469 27 28 76
leaf_count=26 357 30 26 20 20 30 23 22 1076 28 38 30 76 21 351 20 21 27 83 20 24 30 44 22 22 34 469 27 28 76
internal_value=0 0.00760159 0.00769173 0.00341786 0.00777553 0.00770208 0.00779062 0.00785547 0.00778996 0.00718389 0.00703389 0.00327687 0.00748825 0.00723491 0.00706914 0.00791737 0.0052503 0.00543302 0.00736918 0.00819992 0.00842601 0.0058423 0.00817373 0.0104558 0.016434 0.00731057 0.00662134 0.00895268 0.00711807 0.00517201
internal_weight=0 2744 2714 377 2688 2662 2632 2609 2587 1511 1483 160 1323 1285 1264 862 402 140 110 842 822 381 798 219 44 579 503 175 131 104
internal_count=3121 2744 2714 377 2688 2662 2632 2609 2587 1511 1483 160 1323 1285 1264 862 402 140 110 842 822 381 798 219 44 579 503 175 131 104
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=31
num_cat=0
split_feature=1 97 44 2 4 16 13 483 43 4 133 4 52 454 16 11 11 1429 401 11 16 1 2 456 0 43 50 159 1210 12
split_gain=0.477756 0.186866 0.181235 0.159334 0.136492 0.277231 0.249652 0.203324 0.181175 0.159308 0.21016 0.208319 0.196985 0.133345 0.132636 0.125703 0.134294 0.122575 0.132756 0.147391 0.22492 0.139509 0.286303 0.177938 0.242332 0.33512 0.16629 0.149161 0.1406 0.131963
threshold=0.11910500000000002 -0.0047149999999999996 0.081805000000000017 0.095545000000000005 -0.015039999999999998 -0.074929999999999983 0.10443000000000001 0.11236000000000002 -0.11720999999999999 -0.036839999999999991 0.076280000000000014 -0.42529999999999996 0.024145000000000003 -1.0000000180025095e-35 0.41553500000000004 0.080455000000000013 0.085155000000000022 -0.087914999999999979 0.084055000000000019 0.076270000000000018 -0.5224049999999999 0.080270000000000022 0.089885000000000007 0.077935000000000018 -0.066089999999999996 -0.079734999999999986 0.12070000000000002 0.11361500000000001 0.079790000000000014 0.10227500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 5 -5 7 13 -8 11 -11 12 14 -6 -7 17 -17 -3 19 20 -19 26 23 24 27 -26 28 -23 29 -22
right_child=-2 2 -4 4 6 9 8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.7963817594572904e-05 0.0028827102918670255 0.013072107875985759 0.01465246876856933 0.015585048246596542 -0.0031626651994884018 0.0011786323160894456 0.0036297369325025519 0.015127561278641226 -0.0093558604163782935 0.0050992807062963646 0.018476139187164928 0.0030216525983291142 0.017508436329662799 0.0052142291312919338 0.0089110593580139369 0.017685732214401166 0.0075731568311939237 0.017450545458123089 0.0095301677748352073 -0.00067763080677160853 0.0077035335000370589 0.0068718400916925456 -0.0036921940503816587 0.013048085152609823 -0.009859121513917395 0.0055121867646399508 -0.0013241511592197988 -0.0015907333549958738 0.015573414601385595 0.0010699417412040695
leaf_weight=40 346 35 30 35 20 31 22 20 21 24 23 165 20 381 78 24 29 20 199 26 919 391 32 34 23 37 21 22 22 31
leaf_count=40 346 35 30 35 20 31 22 20 21 24 23 165 20 381 78 24 29 20 199 26 919 391 32 34 23 37 21 22 22 31
internal_value=0 0.00682347 0.00692271 0.00683698 0.0056934 0.00710945 0.00454591 0.00528722 -0.00271207 0.00623952 0.0116454 0.00537531 0.00838581 0.00479643 0.00671193 0.00735206 0.0121524 0.00721165 0.00709622 0.00678928 0.00691437 0.00677682 0.00548158 0.00606059 0.00555832 -0.000380148 0.00747988 0.00642105 0.00767009 0.00748707
internal_weight=0 2775 2735 2705 840 376 464 421 43 341 47 294 129 401 109 1865 53 1812 1777 1578 1552 1532 539 507 473 60 993 413 972 950
internal_count=3121 2775 2735 2705 840 376 464 421 43 341 47 294 129 401 109 1865 53 1812 1777 1578 1552 1532 539 507 473 60 993 413 972 950
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 1 2 47 4 14 2 4 0 1 11 47 3 13 159 158 3 43 3 1 15 10 51 484
split_gain=84.0887 13.6732 8.55007 8.11293 4.87961 3.60061 2.56942 2.35796 2.28631 2.20196 1.93162 1.77002 1.32998 1.27271 0.85673 0.766565 0.755542 0.74786 0.697898 0.58292 0.581376 0.595519 0.526454 0.488274 0.485336 0.431122 0.414528 0.541511 0.412704 0.949636
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.14838000000000004 0.27834500000000006 -0.22491999999999998 0.091195000000000012 1.0000000180025095e-35 0.090100000000000013 -0.11171999999999999 0.14871000000000004 0.0089800000000000019 0.10667500000000002 -0.016324999999999996 -0.14792499999999997 0.090900000000000009 0.11669000000000002 -0.40580499999999992 -0.38124499999999995 -0.086719999999999978 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 17 6 8 -4 11 12 -6 15 13 -5 -10 24 18 25 19 -16 -20 -22 -15 -18 28 -3 -14 -28 29 -1
right_child=1 3 7 9 10 -7 -8 -9 14 -11 -12 -13 26 22 16 -17 23 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014243362776531203 0.0013511966446056276 0.00050748622337349009 0.0011842728030654111 0.00054683643408807363 0.001200322355191308 0.00078618198362393333 0.00074718857132921037 0.00054354448812914309 0.00097578575761587006 0.00067628490273446496 0.0006200853059543114 0.0017610833707462714 0.00011543608190000956 0.00033709813777019752 0.00088253209552615469 0.0013082584597621902 0.0012322751399960949 0.00078098493920383501 0.0012849728542413063 0.0012902554276302389 0.001509420617381254 0.0011832463588951681 5.3103163016426465e-05 0.0015782106988212112 0.00121709453124626 0.00028427613922976755 3.9446639755339018e-05 -0.00036472143945291214 0.001453984635467194 0.00093828700957637214
leaf_weight=68 74 147 34 41 71 41 25 63 30 34 32 59 33 37 28 220 21 32 601 26 93 28 78 62 38 43 25 26 991 20
leaf_count=68 74 147 34 41 71 41 25 63 30 34 32 59 33 37 28 220 21 32 601 26 93 28 78 62 38 43 25 26 991 20
internal_value=0 0.000556035 0.00133862 0.000457801 0.000667328 0.00136216 0.00137238 0.00076813 0.00137922 0.000209275 0.00102005 0.00142872 0.000143116 0.000250224 0.0013015 0.00141405 0.00131288 0.000503675 0.00129386 0.00107884 0.00130994 0.00143394 0.000144475 0.00149068 0.00143489 0.00045697 -5.58e-05 -0.0001666 0.00144256 0.00131387
internal_weight=0 673 2448 599 325 2351 2310 97 2285 274 103 1396 240 156 889 1337 859 222 776 54 722 121 115 83 1117 190 84 51 1079 88
internal_count=3121 673 2448 599 325 2351 2310 97 2285 274 103 1396 240 156 889 1337 859 222 776 54 722 121 115 83 1117 190 84 51 1079 88
is_linear=0
shrinkage=0.00196078


Tree=3398
num_leaves=31
num_cat=0
split_feature=1 2 1 400 1456 457 43 159 0 49 13 133 160 15 3 4 48 10 10 401 133 0 48 1208 1208 151 2 13 52 403
split_gain=0.578701 0.197629 0.162265 0.20648 0.179642 0.19479 0.157387 0.213331 0.260978 0.182112 0.186919 0.162566 0.164794 0.1561 0.12717 0.125739 0.128146 0.160416 0.296225 0.167484 0.147614 0.181171 0.123253 0.116013 0.271015 0.116001 0.115282 0.291026 0.286612 0.214566
threshold=0.11910500000000002 0.15361500000000003 0.089770000000000016 -0.059294999999999994 -0.082809999999999981 0.10613500000000002 -0.078139999999999973 0.10203000000000001 -0.087634999999999977 -0.097394999999999995 -0.16152999999999998 0.086990000000000012 -0.081969999999999987 -0.084564999999999987 0.10732000000000001 -0.034939999999999992 -0.032929999999999994 -0.3960249999999999 -0.074314999999999978 0.085900000000000018 0.09389500000000002 0.010870000000000003 0.084170000000000009 0.10480500000000002 1.0000000180025095e-35 -0.029339999999999995 0.084055000000000005 -0.0079349999999999993 -0.088204999999999992 -0.53255499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -4 -5 6 7 8 22 -8 13 12 -10 -11 23 -2 -17 -18 -19 20 21 -20 -6 24 26 -13 27 28 -1 -28
right_child=15 -3 3 4 5 -7 9 -9 11 10 -12 25 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0033973692428498044 0.0077001010857360528 -0.0015085709281265737 -0.0039837808441370729 0.014320756415664047 -0.0037298808107152585 -0.0017429560610663988 0.015715091897174717 -0.0053559216576450994 0.017282503474658976 0.0066678780037909757 0.0075809442785188356 -0.0028675447870045901 0.0077306147770037602 -0.0058261313510593032 0.00050757604961593943 -0.0050871528563616077 0.011083084307583271 -0.0088353193486514301 0.0038885477668563137 -0.0056891422625631096 -0.0017674753546567735 0.013593783500519666 0.0040398642477788493 0.0022864343170580026 0.018079688328389937 0.0079028160241432482 -0.001088483861230057 0.014615119981343848 0.0088046494047903344 0.0075958542117480904
leaf_weight=21 46 26 20 27 35 31 25 21 24 20 412 20 73 20 24 23 21 23 153 20 38 22 49 37 26 20 29 83 231 1501
leaf_count=21 46 26 20 27 35 31 25 21 24 20 412 20 73 20 24 23 21 23 153 20 38 22 49 37 26 20 29 83 231 1501
internal_value=0 0.00716893 0.00725101 0.00604864 0.00630688 0.00601838 0.00635301 0.00427584 0.00519108 0.00740684 0.00694731 0.0078819 0.010094 0.000420873 0.00774193 0.00283178 0.00208531 0.00268085 0.00199161 0.00306036 0.00388191 0.00510863 0.00080247 0.00783198 0.00794049 0.00251764 0.00779914 0.00947936 0.00778781 0.00743125
internal_weight=0 2775 2749 797 777 750 719 242 221 477 452 137 97 40 1952 346 300 277 256 233 213 175 84 1928 1891 40 1865 335 252 1530
internal_count=3121 2775 2749 797 777 750 719 242 221 477 452 137 97 40 1952 346 300 277 256 233 213 175 84 1928 1891 40 1865 335 252 1530
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 4 2 2 4 0 15 52 1 47 0 52 13 457 0 47 4 15 10 42 475
split_gain=52.8369 8.62208 5.06988 4.8931 3.46549 2.86813 1.98353 1.79841 1.5369 1.40973 1.2903 1.12294 1.06478 0.881411 0.627796 1.28379 0.487837 0.487337 0.477884 0.449729 0.429755 0.420964 0.564349 0.38008 0.350507 0.375543 0.349441 0.386949 0.337326 0.352843
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.092235000000000025 0.14838000000000004 0.42051500000000003 -0.11173999999999999 -0.10653 -0.16675999999999999 0.091195000000000012 0.090100000000000013 -0.14832499999999996 -0.56176499999999996 -0.07743499999999999 0.048635000000000005 -0.026509999999999995 0.081320000000000017 -0.012164999999999999 -0.40580499999999992 -0.38124499999999995 -0.079539999999999986 -0.0048199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 11 12 -5 -6 14 13 -4 15 -1 -9 -16 -3 -17 -13 -22 24 -7 25 28 -14 -28 -23 -30
right_child=1 2 8 9 10 23 -8 16 -10 -11 -12 20 26 -15 17 19 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0012566977466633117 0.0010561534752219737 0.00031710623781568603 0.00036799614714481829 0.00091870661852870561 0.00094100998688478768 0.00075546445925977351 0.00051152590594814905 0.0010682368394462211 0.00050175807300104178 0.00042596569414732371 0.00044914544380551423 0.0011773414442352219 5.1669827681776323e-05 5.9507418730535039e-05 0.0011011423676259261 0.00089950018069323372 0.0014184277332746065 0.000998740474039986 0.00056971551484139384 0.00056657771359381812 0.001045684347244439 0.0011283130714041781 0.00064953974006222751 0.00040528556194330593 0.0011467486495994345 0.00086604027599027143 -3.3103045715274764e-05 -0.00037475599602516599 0.0011254769521934979 0.00090683830096051582
leaf_weight=30 69 188 55 34 70 22 26 20 37 65 29 40 33 101 1198 39 65 210 34 26 190 51 25 26 33 169 25 26 35 150
leaf_count=30 69 188 55 34 70 22 26 20 37 65 29 40 33 101 1198 39 65 210 34 26 190 51 25 26 33 169 25 26 35 150
internal_value=0 0.000399859 0.000324132 0.00102222 0.000491845 0.00104018 0.00105005 0.00105618 0.00012978 0.00059519 0.000796928 0.00104535 7.2433e-05 0.000168269 0.00107546 0.000921184 0.00133603 0.00108587 0.000355794 0.000766331 0.000980054 0.000967969 0.000936076 0.000565784 0.000952431 0.000936598 -0.000105549 -0.000207279 0.000987125 0.000948202
internal_weight=0 667 598 2454 321 2355 2307 2281 277 99 99 2196 240 156 1503 95 85 1408 222 65 693 653 463 48 438 405 84 51 236 185
internal_count=3121 667 598 2454 321 2355 2307 2281 277 99 99 2196 240 156 1503 95 85 1408 222 65 693 653 463 48 438 405 84 51 236 185
is_linear=0
shrinkage=0.00196078


Tree=3400
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 2 150 0 49 4 12 4 1 47 15 3 3 15 16 1 51 3 49 3
split_gain=127.212 19.3917 12.6359 10.9121 7.58446 6.13859 3.97329 3.83029 3.22535 2.89344 2.78265 2.35821 1.81048 1.74859 2.01722 1.7137 1.70948 1.55531 1.42238 1.11669 1.03426 0.944253 0.880551 0.677866 0.68105 0.630658 0.657605 0.565161 0.550899 0.538847
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.40473500000000007 0.14838000000000004 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.27834500000000006 0.09141500000000001 -0.52556499999999995 0.083345000000000016 0.090100000000000013 0.079055000000000014 -0.13927999999999999 -0.14847999999999997 -0.095869999999999983 -0.087874999999999981 0.11669000000000002 -0.085989999999999997 -0.116045 -0.054319999999999993 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 13 -5 12 -6 15 21 14 18 -4 17 -15 -1 25 27 -7 -19 -20 -25 26 -3 -18 -10 -17
right_child=1 2 6 8 10 9 -8 -9 28 -11 -12 -13 -14 16 -16 29 20 22 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016959426692241323 0.0017051764151497593 0.00035536471192779785 0.00070860147989125195 0.0015407762802802155 0.0015416050362211666 0.0018171833289679961 0.00091209290721900379 0.0022062623094848068 0.00096623277334818435 0.00088827723010722693 0.00082935953086692529 -4.3081074231760756e-05 0.0010788859524281504 0.0023451289431610247 0.0019686393944823109 0.00042202374570531347 0.0012730761759065707 0.0013988231772593422 0.0015059596981128417 0.001015898506519558 0.0017467750571386036 0.0015547012022262172 0.0018138970058861662 0.0008393953122454239 0.0013293151981105991 0.00041625654064560526 0.0007376814779241149 0.001602184298676588 0.00059910405597655601 0.00014180086596775652
leaf_weight=47 71 20 41 34 71 62 37 76 33 26 30 84 28 21 35 41 23 20 26 33 312 351 1123 20 24 43 128 157 30 74
leaf_count=47 71 20 41 34 71 62 37 76 33 26 30 84 28 21 35 41 23 20 26 33 312 351 1123 20 24 43 128 157 30 74
internal_value=0 0.000736009 0.000621705 0.00169857 0.000883966 0.00172516 0.000313998 0.00177504 0.00105407 0.00152392 0.00133005 0.000221792 0.00156139 0.00175692 0.00155565 0.000364416 0.00177539 0.00181635 0.0014321 0.000682831 0.00167849 0.00159411 0.00180663 0.00125495 0.00110662 0.000625286 0.000686017 0.00156013 0.00079141 0.000241706
internal_weight=0 673 602 2448 325 2351 277 1884 97 467 101 240 441 1808 152 156 1656 1164 117 224 492 413 1143 70 44 191 148 180 63 115
internal_count=3121 673 602 2448 325 2351 277 1884 97 467 101 240 441 1808 152 156 1656 1164 117 224 492 413 1143 70 44 191 148 180 63 115
is_linear=0
shrinkage=0.00196078


Tree=3401
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 16 0 15 4 42 48 15 0 10 52 0 0 40 42 158 4 149 1444 1454 1208 42 151 481 160 160
split_gain=0.922092 0.28114 0.220261 0.182711 0.159033 0.16424 0.18372 0.202151 0.157307 0.138288 0.204853 0.13661 0.224088 0.165799 0.154093 0.200295 0.149702 0.130065 0.112296 0.15331 0.162288 0.155974 0.153957 0.152415 0.152255 0.140407 0.134612 0.117839 0.1122 0.114341
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.081185000000000021 0.15273500000000004 0.051010000000000007 0.024640000000000006 0.27287000000000006 -0.0060199999999999993 0.081805000000000017 -0.13578499999999996 -0.11013499999999998 -0.014199999999999999 -0.065544999999999978 -0.036484999999999997 -0.15931499999999996 -0.085444999999999979 0.11457500000000002 0.07968500000000002 0.033845000000000007 0.078320000000000015 -0.082174999999999984 0.082570000000000018 0.099975000000000008 0.11720500000000002 1.0000000180025095e-35 0.11393500000000002 -0.54512499999999997 -0.52336499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -2 10 -4 12 16 -14 -15 -16 -10 -11 19 20 21 22 -3 -21 25 -20 -22 28 -24 -30
right_child=8 18 3 -5 -6 -7 -8 -9 11 17 -12 -13 13 14 15 -17 -18 -19 24 23 26 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030435342098707741 0.0055398561591473855 0.001041849824073522 0.0066086351172998554 -0.0014066866040229799 0.014968202494156474 0.010812387213033313 -0.0004344216500146267 0.016560069285333157 0.0025822849316603468 -0.0024970869207754732 0.018814530385425316 -0.006407854076297511 -0.0083307375747244811 -0.0053962723398581144 -0.00060577888826967457 0.0089849799650868305 0.014120651781558991 0.0058659613391226339 -0.0021735974425530955 0.01255296558801011 0.005496267945045475 0.017838918330103516 0.016180645388279423 0.0036017597597535881 0.012185796020502175 0.0064457020590538696 0.013754481788915161 0.0026079005570724036 0.0028399914882525253 0.0094067097337423126
leaf_weight=23 146 23 44 25 26 90 39 20 23 20 20 21 20 25 51 38 22 265 23 202 192 21 24 21 37 106 22 26 27 1479
leaf_count=23 146 23 44 25 26 90 39 20 23 20 20 21 20 25 51 38 22 265 23 202 192 21 24 21 37 106 22 26 27 1479
internal_value=0 0.00851901 0.00654368 0.00694533 0.00734381 0.00694575 0.00609281 0.00678268 0.00304426 0.00622237 0.010423 0.00122247 0.00211765 6.72609e-05 0.00154059 0.00348915 0.00822326 0.00527908 0.0090319 0.00923571 0.00893154 0.00927745 0.00916359 0.01171 0.00653088 0.00490893 0.00634524 0.00928364 0.00939708 0.00928898
internal_weight=0 2775 572 549 524 498 408 369 346 349 64 200 179 134 114 89 45 285 2203 2037 1814 1600 1579 223 166 129 214 1556 1530 1506
internal_count=3121 2775 572 549 524 498 408 369 346 349 64 200 179 134 114 89 45 285 2203 2037 1814 1600 1579 223 166 129 214 1556 1530 1506
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 150 4 1 0 2 1 0 47 1447 4 47 3 14 15 10 160 12 4
split_gain=98.6157 15.7236 9.99342 8.07901 5.45982 4.75298 3.12804 2.92686 2.73224 2.67029 2.5638 2.3154 1.51447 1.45939 1.45933 1.21918 1.09354 0.811873 0.91744 0.800808 0.743695 0.583602 0.582435 0.562194 0.554215 0.540508 0.798736 0.533582 0.480108 0.473033
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14960000000000004 0.09253500000000002 0.40473500000000007 0.14838000000000004 1.0000000180025095e-35 0.27834500000000006 0.089625000000000024 -0.095504999999999993 0.089885000000000007 0.076935000000000017 -0.030209999999999997 0.08265500000000002 -0.082869999999999985 -0.036839999999999991 0.090100000000000013 -0.010424999999999999 -0.46166999999999997 -0.40580499999999992 -0.38124499999999995 -0.067824999999999983 0.085885000000000017 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 22 6 14 11 12 -5 -6 13 17 -4 16 19 -1 18 29 -16 -18 -2 24 -15 -3 -13 -27 -25 -17 -7
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 25 -14 23 15 28 20 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0016978341197763699 0.0017282171089664784 0.00091798304500083567 0.00074085133517226044 0.0014847465991681696 0.0014484853428952834 0.0015673782124397866 0.0020357012371473673 0.00089660307044440481 0.00081158033930338336 0.00080658878147781888 0.00076482123847490817 0.00021498077111877612 0.0010344999549536387 0.00049417340846946939 0.001053097650098304 0.0013031509119734639 0.0018759227379600435 0.0016709665851674124 0.0011671827148772985 0.0015163805060437001 0.0015613152336465663 0.001353737551207636 0.00093489940246689986 0.0004724544960828054 0.00060945822381053901 0.00014317055543263752 -0.00034769205439717793 0.00010313796983081524 0.0015993397373277591 0.0014014647299655121
leaf_weight=1050 48 26 41 34 71 147 79 34 26 65 30 33 29 41 32 23 31 83 38 26 424 24 33 21 161 25 26 53 247 120
leaf_count=1050 48 26 41 34 71 147 79 34 26 65 30 33 29 41 32 23 31 83 38 26 424 24 33 21 161 25 26 53 247 120
internal_value=0 0.000737954 0.000633229 0.00158821 0.000868003 0.00161128 0.00165368 0.000358183 0.00142827 0.00103949 0.00124542 0.000281906 0.00146672 0.00042323 0.00163721 0.0015187 0.00166304 0.00149903 0.00145224 0.00126078 0.00158275 0.00160339 0.000694736 0.000309991 0.000652355 1.9448e-05 -0.000107073 0.000207944 0.00157411 0.00149281
internal_weight=0 667 595 2454 321 2355 1912 274 443 99 101 240 417 156 1833 328 1505 388 305 58 455 72 220 115 187 84 51 74 270 267
internal_count=3121 667 595 2454 321 2355 1912 274 443 99 101 240 417 156 1833 328 1505 388 305 58 455 72 220 115 187 84 51 74 270 267
is_linear=0
shrinkage=0.00196078


Tree=3403
num_leaves=31
num_cat=0
split_feature=1 3 124 97 2 15 4 148 148 147 4 3 2 47 42 12 2 13 2 473 15 11 1209 43 14 4 1447 1447 43 400
split_gain=1.03844 0.224374 0.189747 0.163067 0.263391 0.184281 0.157025 0.165352 0.151982 0.19425 0.194568 0.142134 0.132438 0.131809 0.25793 0.130514 0.189601 0.127051 0.139556 0.117673 0.131601 0.302689 0.262697 0.217669 0.212216 0.188914 0.153797 0.218602 0.139579 0.265585
threshold=0.11146500000000002 0.31299000000000005 -0.076779999999999987 -0.049229999999999996 0.090310000000000015 -0.41942499999999994 -0.04890499999999999 -0.078044999999999989 -0.10665499999999999 0.089365000000000014 -0.0043399999999999992 -0.0025099999999999996 0.14122000000000004 0.11043500000000002 0.090545000000000014 -0.42850999999999995 0.15950500000000004 -0.0093149999999999986 0.093320000000000014 -1.0000000180025095e-35 0.040760000000000005 0.075910000000000019 0.091045000000000001 -0.51144999999999985 0.078745000000000009 -0.52556499999999995 -0.086059999999999984 -0.085024999999999989 0.0051600000000000005 -0.064794999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 5 -5 -6 -8 -4 12 -11 17 19 14 -7 -3 -17 18 -1 -10 22 26 23 -21 -23 -25 -22 -28 -29 -30
right_child=1 15 8 4 6 13 7 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 24 -24 25 -26 -27 27 28 29 -31
leaf_value=0.015032122882881336 -0.0010033389626953164 0.0053071126026813598 0.017939125755801796 0.002587472469895147 0.010586754907051037 0.021133843849509441 -0.0059138841275125746 0.0036928486678651862 0.017065955918515101 0.010626334689247112 -0.00093464049702585757 -0.001713631174567601 0.0037627820920620469 0.0072983307104247316 0.0081129224883625291 0.0010066460238092325 -0.00997766520489346 0.0027915383298101875 0.0059603819688565512 -0.00057782767883812389 0.015945376388919661 0.024475780329278982 -0.0024283139478592647 0.017642177119851114 0.011859832601621748 0.0088573348783198107 -0.00080544670112431055 0.010441423860354994 0.018120382776991888 0.0065871166204925866
leaf_weight=28 38 34 20 32 29 29 20 172 20 24 37 23 42 48 32 55 22 46 43 24 39 24 21 25 30 1175 20 731 22 216
leaf_count=28 38 34 20 32 29 29 20 172 20 24 37 23 42 48 32 55 22 46 43 24 39 24 21 25 30 1175 20 731 22 216
internal_value=0 0.00412465 0.0090542 0.00522849 0.00588266 0.00925967 0.00372809 0.00269215 0.00925719 0.00918632 0.00361394 0.00547281 0.0093286 0.0112185 0.0143032 0.000146835 -0.00213173 0.00688553 0.00953797 0.00942821 0.00936256 0.0101692 0.00866149 0.00885176 0.0174669 0.00904035 0.0097859 0.00954301 0.0097566 0.00765322
internal_weight=0 511 2610 400 362 141 221 192 2470 2450 61 140 2389 109 61 111 77 117 71 2347 2327 1082 1245 1224 54 1200 1028 989 969 238
internal_count=3121 511 2610 400 362 141 221 192 2470 2450 61 140 2389 109 61 111 77 117 71 2347 2327 1082 1245 1224 54 1200 1028 989 969 238
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=31
num_cat=0
split_feature=1 12 1375 97 1 160 4 12 48 474 1 10 2 10 4 2 4 0 12 15 2 2 152 479 15 159 484 484 42 1456
split_gain=0.851858 0.250757 0.189856 0.17068 0.145934 0.136018 0.133082 0.138708 0.145687 0.194667 0.140335 0.126626 0.172586 0.198532 0.163058 0.104535 0.117969 0.115194 0.170298 0.123817 0.147632 0.135234 0.1086 0.105631 0.282404 0.17613 0.107539 0.254344 0.287264 0.243285
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 -0.0047149999999999996 0.16773500000000005 -0.44404499999999997 -0.17966999999999997 -0.12529499999999996 -0.082654999999999992 0.084880000000000011 0.095950000000000021 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.51164000000000009 -0.15339499999999998 0.40124500000000002 -0.14920999999999998 0.086095000000000019 0.13592500000000005 0.12992500000000004 0.121465 0.083250000000000018 0.098035000000000011 0.11728000000000001 0.14029500000000003 0.087020000000000014 0.062030000000000009 0.083995000000000014 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 11 -5 -7 -8 -9 10 -10 12 13 -2 -13 -3 17 18 -17 20 21 22 23 25 -25 26 27 29 -29 -19
right_child=4 15 3 5 -6 6 7 8 9 -11 -12 14 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0027607326233840511 0.0015100533346412703 0.015686848019831817 4.7289061752196991e-05 0.014874850435271151 -0.0049526015420151065 0.010332262530786599 0.013292668605815076 0.011512369121757932 0.0080425181760694145 -0.0023576391768395243 0.0037722505174782755 -0.0083627697173506016 0.002403733139612996 0.011416507444598458 0.0038630205633429192 0.017964084662737384 0.0021966284544517596 -0.0023308371426537635 0.007100943417322857 0.0030785506320467524 0.01646726090946923 0.0012445932504935907 0.0011712749348953366 -0.0013314252760370864 0.013643962275236846 0.017595731801438062 0.011078065848250844 0.0087793710923870089 -0.0032818573550918162 0.0087650591167703264
leaf_weight=23 32 20 38 21 23 82 24 36 135 34 179 20 192 55 24 31 30 20 27 43 23 26 20 34 20 22 160 40 39 1648
leaf_count=23 32 20 38 21 23 82 24 36 135 34 179 20 192 55 24 31 30 20 27 43 23 26 20 34 20 22 160 40 39 1648
internal_value=0 0.00800575 0.00614021 0.00651311 0.00274362 0.00699393 0.00665618 0.00591736 0.0054564 0.00482992 0.00560819 0.00329165 0.00407794 0.00777275 -0.00169416 0.00849013 0.00842419 0.00851097 0.0129071 0.00838926 0.00850055 0.00841024 0.00850325 0.0085772 0.00421501 0.00869932 0.00859668 0.00836942 0.00282509 0.00863201
internal_weight=0 2775 572 549 346 511 490 408 384 348 314 323 279 87 44 2203 2183 2153 58 2095 2052 2029 2003 1983 54 1929 1907 1747 79 1668
internal_count=3121 2775 572 549 346 511 490 408 384 348 314 323 279 87 44 2203 2183 2153 58 2095 2052 2029 2003 1983 54 1929 1907 1747 79 1668
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=31
num_cat=0
split_feature=1 1 1186 150 3 393 0 3 0 3 151 133 1209 1185 1456 403 4 0 3 12 48 1 457 474 15 42 15 0 43 4
split_gain=0.690005 0.206465 0.253027 0.216859 0.202319 0.255541 0.221359 0.193766 0.191124 0.1724 0.170631 0.150773 0.211323 0.148009 0.14328 0.137679 0.16089 0.464211 0.128421 0.149398 0.12805 0.136742 0.126783 0.185374 0.154751 0.146525 0.140193 0.130257 0.178565 0.206217
threshold=0.11910500000000002 0.086920000000000011 0.060550000000000007 0.08926000000000002 -0.13927999999999999 0.088255000000000014 -0.076579999999999995 -0.10217499999999997 -0.088099999999999984 -0.083654999999999993 -0.0038099999999999996 -0.072364999999999985 -0.038154999999999994 0.085905000000000009 -0.071109999999999993 -0.083259999999999987 -0.073934999999999987 -0.078704999999999983 0.30112000000000005 -0.42850999999999995 0.083685000000000009 0.10060500000000001 0.032140000000000009 0.083855000000000013 0.13592500000000005 0.083715000000000026 -0.033689999999999991 -0.14226499999999997 -0.52440999999999993 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 7 -3 -6 10 -10 -5 -9 -13 22 -14 -16 17 -17 -2 -20 21 -19 24 25 27 26 -24 -1 -29 -30
right_child=18 2 -4 8 5 -7 -8 11 9 -11 -12 12 14 -15 15 16 -18 20 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.011136578461810133 0.0036630974256433545 0.018164614749451479 -0.0030263893011336527 0.0033500515333078104 -0.0033128058199178088 0.017119924688623066 0.0082458634053667393 0.010506218619332076 0.002356449514627457 0.014185870642011817 -0.0057262865805943666 -0.0044213555578608071 0.011654430348426104 0.012591028166750062 0.010378487575535646 -0.0094232252250159437 0.006142332033439446 0.006376121825252829 0.0046874315464211736 -0.0035610119295832253 0.011966981603340671 -0.003279617041434077 0.016154443092644213 0.0038316048619647818 0.00084357300374124735 0.018634440333213813 0.0066962922984246352 -0.0020486686786171048 0.015813532991912859 0.0072971649367844357
leaf_weight=96 250 30 30 53 22 21 90 73 28 22 34 20 42 63 53 28 318 44 34 62 22 22 25 30 35 30 42 20 29 1453
leaf_count=96 250 30 30 53 22 21 90 73 28 22 34 20 42 63 53 28 318 44 34 62 22 22 25 30 35 30 42 20 29 1453
internal_value=0 0.00720517 0.00601155 0.00630563 0.00694632 0.00626435 0.0107256 0.00591036 0.00263452 0.00756139 -0.000197023 0.00623658 0.00566886 0.0078285 0.00605034 0.00556703 0.00497945 0.00179156 0.00246926 -0.000639688 0.0053599 0.00315754 0.00765802 0.0107015 0.00742133 0.0128262 0.0102255 0.0075654 0.00733715 0.00746381
internal_weight=0 2775 952 922 785 665 120 644 137 50 87 622 549 1823 529 487 434 116 346 96 88 66 1760 127 1633 97 67 1598 1502 1482
internal_count=3121 2775 952 922 785 665 120 644 137 50 87 622 549 1823 529 487 434 116 346 96 88 66 1760 127 1633 97 67 1598 1502 1482
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 1 50 4 2 16 1 11 0 40 4 2 1 2 481 2 1 12 160
split_gain=87.4474 13.5387 7.6735 6.28987 4.83397 4.63171 3.87325 2.68707 2.38368 2.35726 2.29383 1.23243 1.22257 1.20705 1.17183 1.12017 1.05501 1.05152 0.87825 1.04784 0.848695 0.837472 0.835603 0.786349 0.702349 0.704306 0.570088 0.558558 0.549279 0.507379
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.122715 0.089770000000000016 0.041865000000000006 -0.15289999999999995 0.090425000000000019 -0.52595999999999987 0.13075500000000004 0.081790000000000015 -0.026509999999999995 -0.077474999999999988 -0.49013999999999996 -1.0000000180025095e-35 0.13288500000000003 0.088850000000000012 -0.0066299999999999996 0.31358000000000003 0.12958500000000003 0.11734000000000001 -0.22361499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 8 20 27 12 -4 16 -2 24 26 -9 22 -7 -5 19 28 -3 -21 -14 -16 -1 -26 -6 -8 29 -18
right_child=1 4 9 17 13 10 7 14 -10 -11 -12 -13 15 -15 23 -17 18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0062250072151977549 0.0060517689636881804 0.0050943145357185979 0.006001646763450684 0.0054210839941610696 0.0047511034286202283 0.0055691484376495966 0.0059160378881670927 0.0057058934370676677 0.0065242108976385788 0.0053644774510310245 0.0055234989043572826 0.0055986444074773885 0.0057711395896783389 0.0051331686038596953 0.0052567922642956753 0.0056606459898107192 0.0062686744117098295 0.004935462412491343 0.0062825478112941285 0.0059878740123673977 0.0047213519702390848 0.0054803461561016001 0.0061274426260544117 0.0048582170311354915 0.0063328027951423315 0.0061105429812390493 0.0043943734389115009 0.0055007685633266671 0.0057920542191584453 0.0060327242683737769
leaf_weight=957 113 45 34 60 61 20 33 20 76 65 41 29 28 26 141 25 41 24 47 25 49 25 263 22 62 473 24 20 31 241
leaf_count=957 113 45 34 60 61 20 33 20 76 65 41 29 28 26 141 25 41 24 47 25 49 25 263 22 62 473 24 20 31 241
internal_value=0 0.00531741 0.00611807 0.00570764 0.00511743 0.00614055 0.00523649 0.00537055 0.00618403 0.0055833 0.00596664 0.00595923 0.00616973 0.00476347 0.00525796 0.00605894 0.00600889 0.00528233 0.00603034 0.00599769 0.0048999 0.00573411 0.00609316 0.005203 0.0061932 0.0061363 0.00465038 0.00575933 0.0060398 0.00606703
internal_weight=0 667 2454 226 441 2355 330 236 1884 99 471 142 1808 111 183 316 430 84 410 363 94 50 291 163 1492 535 85 53 313 282
internal_count=3121 667 2454 226 441 2355 330 236 1884 99 471 142 1808 111 183 316 430 84 410 363 94 50 291 163 1492 535 85 53 313 282
is_linear=0
shrinkage=0.00196078


Tree=3407
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 4 2 1 2 14 0 15 0 4 0 47 16 15 49 15 16 52 4 52 15 3 133 2 16 1
split_gain=55.8865 9.51276 5.59573 3.7934 3.46033 3.16273 1.6467 1.5724 1.54807 1.47627 1.66367 1.85576 1.35481 1.28136 1.36036 1.15635 1.02208 0.99874 0.84809 0.76442 1.29002 1.12273 0.780825 0.759786 0.664306 0.648755 0.578465 0.711059 0.565307 0.551606
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.042705000000000007 0.13913500000000004 0.077845000000000011 0.17025000000000004 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.40124500000000002 -0.14649999999999996 0.13082500000000002 -0.10850999999999998 -0.048699999999999993 -0.054984999999999992 0.024640000000000006 0.083160000000000026 -0.046924999999999988 -0.49013999999999996 0.10024500000000001 -0.0072999999999999992 0.31370500000000007 0.086990000000000012 0.10613000000000002 -0.039889999999999988 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 26 6 9 -4 15 10 11 -1 -12 14 -7 25 -16 -18 -2 20 21 -14 -21 -22 -23 -6 27 -3 -13 -5
right_child=1 4 7 29 8 13 -8 -9 -10 -11 12 28 19 -15 16 -17 17 -19 -20 22 23 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018507781332614377 0.0010941659137670137 0.0012725224055829835 0.0014932669500927298 0.001054154075977451 0.00070206050915999803 0.0018224537184086123 0.0010446382007178138 0.0009445847879125084 0.00030589192430032235 0.0018727756100971429 0.001650962603263478 0.0010189672232483308 0.00086193430365300646 0.00098754501128508359 0.0014987911069506055 0.0010146750196689319 0.0013345710086746887 0.00085536652043753983 0.0015054649316924745 0.0019684604653457298 0.0015911035984058895 0.0015409329494166688 0.0015785945246307219 0.001197966115669209 0.0011528453419209362 0.00045783683146331827 0.0007075314007553399 0.00094693973332512333 0.001396678284394975 0.00073409196143356902
leaf_weight=20 23 35 28 47 138 31 20 71 50 79 1191 39 20 27 147 35 102 20 119 21 189 43 332 21 28 60 25 98 25 37
leaf_count=20 23 35 28 47 138 31 20 71 50 79 1191 39 20 27 147 35 102 20 119 21 189 43 332 21 28 60 25 98 25 37
internal_value=0 0.00091636 0.00155643 0.00124346 0.000748729 0.00157563 0.00160449 0.00109977 0.00061895 0.00161006 0.0015993 0.00132943 0.00161159 0.00139668 0.00143351 0.00068613 0.00138868 0.00125601 0.00143885 0.00153989 0.00146729 0.00127229 0.00160179 0.00155179 0.00138788 0.000628053 0.000981181 0.00103262 0.00116651 0.000913174
internal_weight=0 667 2454 226 441 2355 2028 99 283 2008 1929 84 1845 327 300 233 269 122 142 654 301 91 353 210 71 198 158 133 64 84
internal_count=3121 667 2454 226 441 2355 2028 99 283 2008 1929 84 1845 327 300 233 269 122 142 654 301 91 353 210 71 198 158 133 64 84
is_linear=0
shrinkage=0.00196078


Tree=3408
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 159 2 4 3 3 4 1 0 15 1 47 0 43 160 52 1 1 0 12 0 48
split_gain=57.4041 9.6359 6.30655 5.39928 3.50362 3.11311 2.0295 1.72147 1.68286 1.61016 1.5449 1.14668 1.04281 1.67938 1.00713 1.02733 1.00555 1.22192 0.900131 0.733666 0.71379 0.721028 1.22662 0.69355 0.613724 0.590908 0.625475 0.548736 0.527976 0.50408
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.062655000000000016 0.077845000000000011 0.14285500000000004 -1.0000000180025095e-35 0.11474000000000002 0.033845000000000007 0.30112000000000005 0.10299500000000002 -0.013125 0.093100000000000002 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.09550500000000002 -0.076579999999999995 -0.05647499999999999 -0.054789999999999998 0.048770000000000008 0.13146500000000003 0.076935000000000017 -0.019414999999999998 0.095780000000000018 -0.036484999999999997 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 11 -5 14 -4 -6 16 13 24 25 27 17 -1 -13 -20 -18 22 -22 -14 -11 26 -7 -16 -26 -9
right_child=1 2 9 7 10 8 -8 29 -10 12 -12 18 23 -15 15 -17 20 -19 19 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0017634323185971937 0.0015882234252440469 0.00088822500890196172 0.0010833422354173876 0.0015240025912680211 0.0014653143448941602 0.0015640408249765353 0.0019550267225053133 0.00071806720613191522 0.0010706071370567372 0.00081576591288078288 0.0008853155805174347 0.0015616667959108656 0.00028016662590351759 0.001111140780113015 0.001549792382300531 0.0010914531884407129 0.0016579116613791277 0.001207867351427577 0.00097995189268117633 0.0014700222223717639 0.00096200523624087088 0.0016114644070111305 0.0015382366628349186 0.00064947481460471336 0.00038075391772667721 0.0016980351041714103 0.0012874466059434467 0.001359395575070498 0.00066839235875647729 0.0010699454014857089
leaf_weight=23 74 226 26 28 76 162 70 24 39 31 23 80 60 27 113 35 1256 45 24 23 20 158 49 29 59 95 39 120 42 45
leaf_count=23 74 226 26 28 76 162 70 24 39 31 23 80 60 27 113 35 1256 45 24 23 20 158 49 29 59 95 39 120 42 45
internal_value=0 0.000920701 0.000838236 0.0015673 0.00102297 0.001586 0.00162791 0.00111395 0.00146452 0.000619117 0.00133057 0.00161427 0.000570449 0.000665576 0.00149176 0.00140468 0.00162893 0.00139578 0.00143514 0.00121977 0.00163962 0.00153844 0.00137121 0.000400503 0.000574437 0.0015706 0.00151037 0.00145173 0.000500366 0.000947553
internal_weight=0 673 599 2448 325 2351 1748 97 603 274 99 1678 248 159 564 268 1551 68 127 47 1483 227 69 89 132 296 201 233 101 69
internal_count=3121 673 599 2448 325 2351 1748 97 603 274 99 1678 248 159 564 268 1551 68 127 47 1483 227 69 89 132 296 201 233 101 69
is_linear=0
shrinkage=0.00196078


Tree=3409
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 2 0 49 47 4 4 1 1 457 52 49 47 0 4 3 1 475 2 50 1 12 156
split_gain=83.5139 13.4702 7.69778 6.51852 4.39252 4.04074 2.40232 2.08736 1.99698 1.80349 1.95297 1.70308 1.40153 1.37134 1.35615 1.21025 1.14964 1.01249 0.935999 0.896681 0.840994 0.931924 0.95899 0.82223 0.700942 0.644695 0.561457 0.512709 0.504201 0.573539
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.13082500000000002 -0.17966999999999997 0.0061450000000000003 0.11690500000000002 0.083135000000000014 0.080930000000000016 -0.52606999999999993 -0.054984999999999992 0.10648500000000001 -0.079119999999999982 -0.55119499999999988 -0.116045 0.16540500000000002 -0.07550999999999998 0.089885000000000007 0.10883000000000001 0.13075500000000004 0.11734000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 12 6 9 -4 16 10 15 23 -3 20 19 -1 24 -2 -19 -14 26 -22 -23 -6 -7 -17 -11 -5 29 -26
right_child=1 4 7 27 11 8 -8 -9 -10 13 -12 -13 14 -15 -16 25 -18 18 -20 -21 21 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0015119224297675126 0.0016482523609610165 0.0011612823625624764 0.001453747502228125 0.00081396156276752744 0.00028156194795294059 0.0016729103456418993 0.001948340166402429 0.00081898632598815906 0.00097956890685136386 0.0016677840710973631 0.0017933086387249603 0.00081778179861111242 0.0007307049629354499 0.0013933111521588191 0.00050854029225846356 0.0012427598080843329 0.0010253719772437429 0.00092609361941073127 0.0013924609264756877 0.0011769076787373598 0.0019512484610136372 0.0012269811583342349 0.0015591030058596769 -0.00014947189785101837 0.0014285022594652304 0.00085004269843008012 0.0015232896972495271 0.00047486492157213726 0.0012184268664163953 0.0016767551145275377
leaf_weight=46 45 24 28 60 114 55 76 69 39 1024 35 21 129 104 117 45 24 21 78 20 21 37 346 20 281 25 115 24 37 41
leaf_count=46 45 24 28 60 114 55 76 69 39 1024 35 21 129 104 117 45 24 21 78 20 21 37 346 20 281 25 115 24 37 41
internal_value=0 0.000763621 0.00154353 0.00115117 0.000565059 0.00156586 0.00160687 0.00100222 0.00140474 0.00159244 0.00138735 0.000298594 0.00070748 0.00161124 0.000666535 0.00126486 0.0014426 0.00140438 0.00129353 0.000790598 0.00162593 0.00154907 0.00152702 0.000217229 0.00146678 0.0011025 0.0016532 0.000717077 0.0014352 0.00146011
internal_weight=0 673 2448 228 445 2351 1874 97 477 1798 151 155 290 1647 266 116 438 144 99 149 1543 404 383 134 414 70 1139 84 359 322
internal_count=3121 673 2448 228 445 2351 1874 97 477 1798 151 155 290 1647 266 116 438 144 99 149 1543 404 383 134 414 70 1139 84 359 322
is_linear=0
shrinkage=0.00196078


Tree=3410
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 2 1 1 15 4 1 16 2 3 50 47 14 3 15 47 4 0 1 1 2 11 12
split_gain=60.9983 10.1417 5.79353 5.61933 3.45998 3.14289 2.11454 2.04459 1.89539 1.69333 1.31703 1.29201 1.26828 1.2408 1.1564 0.814523 0.775832 0.748505 0.732493 0.732262 0.696873 0.653728 0.597722 0.579226 0.551552 0.6164 0.532668 0.512267 0.784755 0.511755
threshold=0.10538500000000002 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.077845000000000011 0.086920000000000011 -0.24436499999999997 0.0067750000000000006 0.12958500000000003 -0.5335399999999999 0.087675000000000017 -0.13927999999999999 0.041865000000000006 0.090100000000000013 -0.46413499999999996 -0.10217499999999997 -0.081924999999999984 0.096300000000000011 0.071150000000000005 -0.094654999999999975 0.14754500000000001 0.11588000000000001 0.10060500000000001 0.083010000000000014 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 10 26 14 -5 -1 13 15 19 -7 -12 27 21 -13 -3 -18 24 -14 -20 -4 -26 -6 -16 -29 -22
right_child=1 2 17 9 7 8 -8 -9 -10 -11 12 18 22 -15 16 -17 20 -19 23 -21 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0017038646760048374 0.0016502907179084998 0.0012105922544258538 0.00073782998768202879 0.0015746717745599961 0.0015922911581290674 0.0010872320399857034 0.0020192957638191572 0.00091052240803631349 0.0011034862207161713 0.0010052815850775765 0.0016440299758664204 0.00089333582095536021 0.0011038583323631519 0.00052984414618371836 0.002017452731436374 0.0013074178482387578 0.001203928011305192 0.00077684742769871661 0.001425164585896567 0.00076870440464952715 0.0016476623759561972 0.00014159737787897291 0.0015271288735787276 0.0010089841605344693 0.00059565297983935159 0.00015498806499357622 0.0012807923862162758 0.0013379699291259633 0.001813663837372088 0.0015067653972843081
leaf_weight=1245 72 21 27 28 39 20 70 46 39 71 351 144 29 67 20 30 23 30 20 46 149 24 23 36 26 23 46 20 40 296
leaf_count=1245 72 21 27 28 39 20 70 46 39 71 351 144 29 67 20 30 23 30 20 46 149 24 23 36 26 23 46 20 40 296
internal_value=0 0.000955243 0.000871136 0.00162395 0.000973439 0.00164319 0.0016854 0.00124351 0.00152163 0.00116632 0.00167147 0.000867513 0.00157832 0.000718525 0.00155034 0.00161753 0.00156724 0.000505207 0.000967335 0.000907207 0.00153674 0.000423714 0.00129107 0.00115762 0.000512804 0.00038881 0.00142372 0.00174569 0.0016551 0.00155394
internal_weight=0 667 595 2454 465 2355 1748 131 607 99 1678 334 433 134 568 381 548 130 200 67 468 100 52 56 76 49 85 80 60 445
internal_count=3121 667 595 2454 465 2355 1748 131 607 99 1678 334 433 134 568 381 548 130 200 67 468 100 52 56 76 49 85 80 60 445
is_linear=0
shrinkage=0.00196078


Tree=3411
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 4 150 0 150 0 2 15 12 13 160 12 4 1 1 40 11 16 12 43
split_gain=85.8633 14.5678 8.81532 7.26185 5.9049 4.49839 2.46954 2.26155 2.2147 1.785 1.75182 1.3979 1.29495 1.26531 1.10107 0.916783 0.899074 0.835961 0.823815 0.779669 0.967183 0.736538 0.742925 0.844915 0.708589 0.662529 0.642854 0.620587 0.607181 0.588936
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.14960000000000004 0.077845000000000011 0.13011000000000003 0.00063500000000000004 0.089910000000000018 -0.14832499999999996 1.0000000180025095e-35 -0.11173999999999999 0.14530500000000005 -0.028889999999999996 0.11734000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087695000000000009 -0.51843499999999987 0.089875000000000024 0.15799000000000005 -0.065259999999999999 1.0000000180025095e-35 -0.42170999999999997 -0.10022999999999999 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 -6 11 14 -5 24 15 13 -13 18 17 19 -1 26 25 -21 22 -17 -24 -4 29 -7 -22 -27 -3
right_child=1 2 10 9 6 8 -8 -9 -10 -11 -12 12 -14 -15 -16 21 -18 -19 -20 20 27 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0018054858600002489 0.0018160728878866255 0.0008734295150256982 0.00052756071699904753 0.0016779014647674828 0.0016029084380738087 0.0016937683659279312 0.0010047090022092852 0.002181854978649732 0.0010794219823514124 0.0010909104580549261 0.0010731690671002747 0.0021956181028208364 0.0013494380690681619 0.0017119582905036448 0.001292036828801495 0.002277930978299523 0.00054404484509837391 0.001287959895151503 0.0014464733774399818 0.0013546872014565078 0.0010813362738178447 0.0018271990450415717 0.0019155292161587446 0.0015064351348315968 0.00021106863582209378 0.0010192441802186337 0.0019416176449612277 0.00071804342644088892 0.00064515627965089709 0.0012540238545858924
leaf_weight=30 74 54 122 28 83 321 39 76 26 69 20 23 34 217 28 21 25 20 46 31 48 785 658 20 35 22 46 29 69 22
leaf_count=30 74 54 122 28 83 321 39 76 26 69 20 23 34 217 28 21 25 20 46 31 48 785 658 20 35 22 46 29 69 22
internal_value=0 0.000995311 0.000893915 0.00178611 0.00104797 0.0018078 0.00141168 0.00185051 0.00163553 0.00126035 0.000526628 0.00183658 0.00170757 0.00175831 0.00166832 0.00185962 0.000900056 0.00159848 0.00169383 0.00093242 0.00106225 0.00186842 0.00191471 0.00190346 0.000457005 0.00084846 0.00172483 0.000944512 0.000735595 0.000983602
internal_weight=0 673 599 2448 422 2351 122 1884 467 97 177 1808 274 240 441 1534 300 50 413 275 108 1484 699 678 157 167 367 77 91 76
internal_count=3121 673 599 2448 422 2351 122 1884 467 97 177 1808 274 240 441 1534 300 50 413 275 108 1484 699 678 157 167 367 77 91 76
is_linear=0
shrinkage=0.00196078


Tree=3412
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 4 2 2 1 14 2 3 1 52 47 457 12 151 0 4 14 10 12 43 41 1447 3 4
split_gain=53.929 8.98629 5.50415 4.16297 2.94097 2.93268 1.85382 1.81665 1.64105 1.34892 1.13253 1.08254 1.0233 0.732454 0.637765 0.620011 0.521827 0.506898 0.926912 0.478683 0.419193 0.419005 0.415655 0.39972 0.399273 0.37357 0.343627 0.524171 0.343161 0.342661
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.13082500000000002 0.27834500000000006 0.089775000000000008 0.11474000000000002 0.077845000000000011 0.062655000000000016 0.25063000000000007 -0.05647499999999999 0.091195000000000012 -0.56176499999999996 0.090100000000000013 0.057025000000000006 0.086915000000000006 -0.088784999999999989 -0.026509999999999995 0.42051500000000003 0.062655000000000016 -0.40134499999999995 0.10061500000000002 -0.080324999999999994 0.081560000000000007 -0.082869999999999985 0.30112000000000005 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 16 12 8 11 24 -5 14 13 -4 -1 -10 19 22 -19 -3 -6 28 26 -14 -7 -12 27 -17 -15 -29
right_child=1 2 6 10 20 9 -8 -9 15 -11 25 -13 23 21 -16 17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.001582836118937948 0.0015165659211675941 0.0010439232994718546 0.00086313505684409075 0.0014300918065700209 0.0012365129568785056 0.0015045247847835224 0.001005509018080697 0.00096699729829083684 0.001696858147046254 0.00082719633570107662 0.0010560308483226826 0.0018352640397170724 0.00044370877227800735 0.00080559158988797227 0.0014663507761508118 0.0017206513803768781 0.0010735457253909853 0.00098612587320697463 0.0015204956403864634 0.00077159756569916314 0.0008687572994832719 0.00046835748752688657 0.0017163699678346223 5.1689425154643898e-05 0.0012274799744288127 0.00073607545601678823 0.0012234063201344938 0.0014807738615107255 0.00050103667718084423 0.0013812705323923806
leaf_weight=1106 76 29 32 28 22 40 37 22 43 23 47 59 20 33 216 30 34 24 26 172 26 110 25 20 40 20 23 536 25 177
leaf_count=1106 76 29 32 28 22 40 37 22 43 23 47 59 20 33 216 30 34 24 26 172 26 110 25 20 40 20 23 536 25 177
internal_value=0 0.000880486 0.000801881 0.00150128 0.00151765 0.000969807 0.000596974 0.00152773 0.00153317 0.00124569 0.00109892 0.0015754 0.000533992 0.00059125 0.0015638 0.00146721 0.00084889 0.00145547 0.001264 0.000810888 0.00103731 0.000539463 0.00146757 0.000247699 0.001366 0.000960522 0.00145945 0.00146676 0.000674318 0.00145607
internal_weight=0 691 615 2430 2335 338 277 2287 2265 103 95 1381 240 200 1322 884 235 841 50 201 48 168 791 40 80 67 766 743 58 713
internal_count=3121 691 615 2430 2335 338 277 2287 2265 103 95 1381 240 200 1322 884 235 841 50 201 48 168 791 40 80 67 766 743 58 713
is_linear=0
shrinkage=0.00196078


Tree=3413
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 131 15 41 403 3 12 49 3 133 11 483 3 151 0 3 457 3 50 149 0 49 1446 4 42 48
split_gain=2.60196 0.574743 0.340769 0.281439 0.224908 0.195382 0.174238 0.295541 0.203034 0.567987 0.211347 0.236736 0.211314 0.493182 0.201852 0.190357 0.187636 0.185108 0.250587 0.471459 0.212822 0.181322 0.169842 0.205275 0.166166 0.236587 0.162829 0.170647 0.159067 0.154834
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 -0.076779999999999987 0.14122000000000004 0.095715000000000008 0.040760000000000005 0.07677500000000001 -0.081224999999999992 -0.096099999999999977 0.092550000000000007 0.082865000000000008 -0.086274999999999977 0.087170000000000011 0.080150000000000013 0.11006000000000002 -0.082689999999999986 -0.044604999999999992 -0.10607499999999999 0.092670000000000016 0.09228500000000002 -0.082284999999999983 0.10616500000000001 0.077335000000000015 0.024095000000000002 -1.0000000180025095e-35 0.089705000000000021 -0.015624999999999998 -0.0060199999999999993 0.085700000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 28 6 22 8 -8 9 -5 11 14 13 -13 17 26 -14 20 19 -19 -10 -18 23 29 25 -4 27 -12 -1 -3
right_child=1 2 24 4 -6 -7 7 -9 10 -11 15 12 16 -15 -16 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018625744924140285 0.019768900818716007 0.0088875639564814143 0.00032921195961534979 -0.00086794855073094371 0.011890305238832697 0.019428750140139381 0.01997028013577121 0.029064614129428928 0.020090607283253289 0.018021533423616815 0.019747529592420352 0.036831045459056723 0.012165124074596426 0.01882598947850056 0.0089486993494487937 0.025356662637837559 0.030261843126605861 0.018516283771513323 0.018825369104743004 0.00037654798639857249 0.029950673729181289 0.02056044382469413 0.016895402102492317 0.019482095191186224 -0.0011794304918675196 0.01048252915354996 0.0071972529846243555 0.014423188731236847 0.010337616682763359 0.01330482804132473
leaf_weight=39 87 227 29 20 41 37 1044 37 176 78 101 29 23 32 21 23 22 38 250 23 25 155 58 27 21 110 20 149 57 122
leaf_count=39 87 227 29 20 41 37 1044 37 176 78 101 29 23 32 21 23 22 38 250 23 25 155 58 27 21 110 20 149 57 122
internal_value=0 0.0121493 0.0110988 0.0190099 0.0192306 0.0124532 0.0193635 0.0202816 0.0185259 0.0141665 0.018919 0.019766 0.0222336 0.0273858 0.0185577 0.0166236 0.0206621 0.0189518 0.0174232 0.0116767 0.021317 0.0217663 0.0118586 0.0110816 0.00711161 0.00836421 0.0158796 0.0165742 0.0137047 0.0104317
internal_weight=0 718 631 2403 2307 471 2266 1081 1185 98 1087 794 261 61 533 293 200 512 311 61 201 177 434 376 160 139 270 250 96 349
internal_count=3121 718 631 2403 2307 471 2266 1081 1185 98 1087 794 261 61 533 293 200 512 311 61 201 177 434 376 160 139 270 250 96 349
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 124 2 4 2 133 16 15 3 42 43 2 129 483 474 484 0 41 4 2 160 2 4 43 14 42
split_gain=2.10759 0.487011 0.291491 0.330728 0.234536 0.227965 0.193967 0.165635 0.156792 0.192937 0.204758 0.153841 0.129756 0.128845 0.143792 0.126784 0.197451 0.147775 0.1678 0.391019 0.173627 0.201773 0.217763 0.190746 0.188725 0.250321 0.171743 0.156338 0.155716 0.145842
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 -0.076779999999999987 0.15109000000000003 0.41257000000000005 0.13712500000000002 0.089405000000000012 -0.29154999999999992 -0.43375999999999998 -0.028564999999999997 -0.0060199999999999993 -0.080324999999999994 0.089005000000000015 -0.04689999999999999 -0.095084999999999989 0.085295000000000024 0.085435000000000025 -0.11242999999999999 0.076195000000000013 -0.14723499999999998 0.085730000000000015 0.022560000000000004 0.084550000000000014 0.010840000000000001 -0.080554999999999974 0.078235000000000013 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 8 -4 13 15 -2 9 12 -11 -9 -3 -1 -15 17 -17 27 20 29 23 22 -22 28 26 -26 -24 -7 -19 -20
right_child=1 2 4 -5 -6 6 -8 11 -10 10 -12 -13 -14 14 -16 16 -18 18 19 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.016763170660497286 0.016194085790431762 0.019481283910572529 -0.0051232084321479006 0.022866575103253128 0.0067827859963868744 0.029697712551040409 0.007740752833584945 0.014441614243205059 0.0054448163632424811 0.011084770639850335 -0.0028956132102757695 0.0045140242652484666 0.011077738802780117 0.01313994358631842 0.0027277032955594009 0.0067009284161031251 0.016740080376200919 0.031580141401634766 0.020394544960078548 0.004382214439101517 0.028367985635995865 0.0081335602150786491 0.018403880324478514 0.016474185617906707 0.0031868417153600604 0.017448195072938689 0.011167635802891762 0.017776084310290489 0.021232314156650597 0.011281058631837369
leaf_weight=39 176 20 21 20 78 22 21 37 71 22 20 27 226 36 21 20 959 26 59 30 20 21 928 35 20 32 34 22 33 25
leaf_count=39 176 20 21 20 78 22 21 37 71 22 20 27 226 36 21 20 959 26 59 30 20 21 928 35 20 32 34 22 33 25
internal_value=0 0.0109344 0.00908898 0.0103511 0.00425727 0.0171089 0.0173076 0.0146099 0.00965384 0.0106915 0.00442744 0.0102534 0.011761 0.0123342 0.00930386 0.0173955 0.016535 0.01804 0.0178415 0.0141822 0.0182046 0.0178377 0.0180348 0.0223228 0.0178309 0.0119631 0.0181481 0.0237369 0.0257924 0.0176822
internal_weight=0 718 478 379 99 2403 2307 240 359 288 42 64 246 96 57 2286 979 1307 1263 114 1149 1055 1034 94 1014 52 962 44 59 84
internal_count=3121 718 478 379 99 2403 2307 240 359 288 42 64 246 96 57 2286 979 1307 1263 114 1149 1055 1034 94 1014 52 962 44 59 84
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 2 4 2 0 15 3 1 51 51 52 0 16 13 4 52 52 4 10 47 1
split_gain=104.625 16.5175 9.78271 7.73722 5.98033 5.63246 4.00089 3.32491 2.90473 2.39053 2.39048 2.3495 1.71725 1.21702 1.83412 1.05998 0.841092 0.627099 0.978776 0.600473 0.586405 0.978944 0.664221 0.629782 0.566984 0.533259 0.521914 0.513114 0.507558 0.525313
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.092120000000000021 0.40473500000000007 0.17025000000000004 -0.10151999999999999 -0.11713499999999999 -0.05647499999999999 0.090540000000000023 -0.033649999999999992 0.081440000000000026 -0.56176499999999996 0.051010000000000007 0.15891500000000003 -0.07743499999999999 -0.013125 0.039215000000000007 -0.16675999999999999 0.27834500000000006 -0.38851999999999992 0.090100000000000013 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 8 12 10 -5 13 -6 15 14 -1 -4 -15 -16 -19 -12 22 -22 -21 -24 -25 -10 -17 -14 29 -3
right_child=1 2 7 9 11 -7 -8 -9 25 -11 19 -13 27 16 17 26 -18 18 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021491526622398225 0.0018608500914032437 0.00093160301336550676 0.00091810295559173699 0.0016886007117732341 0.0016879453069689563 0.0011969251954605427 0.0010791689166616575 0.0011372662073857074 0.0019596138180178755 0.0010548964767333341 0.002011933486745728 0.0010242216878440268 0.0003572232052349041 0.0019525649471036459 0.0012839778300886061 0.000716285889105099 0.0018209769530471581 0.0018709257342456992 0.0014115930117247302 0.001880878350904897 0.0012359658404002113 0.0017544611217149722 0.0018166947665810005 0.0015879710523870963 0.0017957204733701313 0.00232574484466967 0.00045862358647818662 -3.7021981801259965e-05 0.0011364239799728855 0.0006855876923517935
leaf_weight=30 71 149 32 37 70 48 24 37 20 60 39 29 30 1149 20 41 223 42 31 178 21 42 202 137 80 65 115 22 34 43
leaf_count=30 71 149 32 37 70 48 24 37 20 60 39 29 30 1149 20 41 223 42 31 178 21 42 202 137 80 65 115 22 34 43
internal_value=0 0.000966384 0.00086089 0.00183932 0.00109165 0.00186171 0.00187556 0.000590144 0.00188395 0.00129662 0.00187017 0.00149352 0.000505796 0.00191443 0.00172758 0.000593025 0.00193118 0.00159159 0.00167587 0.00177552 0.00176155 0.00158163 0.00178053 0.0017379 0.00166456 0.0022396 0.000526343 0.000190427 0.000915609 0.000876506
internal_weight=0 673 602 2448 325 2351 2303 277 2279 97 2194 99 240 1495 123 188 1372 93 73 699 660 63 597 419 217 85 156 52 226 192
internal_count=3121 673 602 2448 325 2351 2303 277 2279 97 2194 99 240 1495 123 188 1372 93 73 699 660 63 597 419 217 85 156 52 226 192
is_linear=0
shrinkage=0.00196078


Tree=3416
num_leaves=31
num_cat=0
split_feature=1 52 3 0 10 123 11 51 2 43 3 3 3 16 148 2 484 156 51 16 50 131 12 2 40 43 52 402 2 48
split_gain=2.13295 0.492155 0.313803 0.223229 0.189787 0.187795 0.187416 0.235082 0.210483 0.207676 0.394037 0.176049 0.168387 0.221528 0.166874 0.182015 0.218008 0.204499 0.193443 0.169416 0.168391 0.164141 0.253588 0.162205 0.160751 0.164301 0.154711 0.14265 0.19948 0.190298
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.18019500000000002 -0.086389999999999981 0.085740000000000011 1.0000000180025095e-35 0.10876000000000001 0.092120000000000021 -0.073404999999999984 -0.098469999999999988 -0.080934999999999993 -0.14989499999999997 0.037555000000000005 -0.095079999999999984 0.116525 -0.077099999999999988 0.083635000000000015 0.10532000000000001 -0.082404999999999992 0.10616500000000001 0.083410000000000026 0.10742000000000002 0.10045500000000002 -0.063404999999999989 -0.072864999999999985 0.056145000000000007 -0.088779999999999984 0.093680000000000013 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 14 8 12 -6 21 -11 -12 13 -8 -3 16 -16 18 19 -17 -18 22 -10 -15 25 -7 -4 -13 -29 -30
right_child=1 2 26 -5 6 24 7 -9 9 10 11 27 -14 23 15 17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0071658845222555105 0.017597051587319751 0.0029365238578369221 0.0019230462695983515 0.0081856017714987198 0.017412907560169076 0.0067270148344548602 0.015186850461177528 0.011239704743705014 0.017147414962853037 0.00022696556174196304 0.02108498240674013 0.018360880562524145 0.030617759864599931 0.03130049325282807 0.023501373082399371 0.0076446439767175398 0.01190850457287663 0.018608831097371877 0.014361361934425077 -0.0028081512544304134 0.02113287485289303 0.011129707840548175 0.027063440512223494 0.019424147596177849 -0.0010326383309438825 0.016434851703657348 0.010297871511284029 0.0057212103638007786 0.014820196709502491 0.0061267711787617637
leaf_weight=20 87 21 71 30 1495 84 40 22 233 20 38 61 21 23 21 69 197 20 32 20 22 37 29 23 20 22 32 33 250 28
leaf_count=20 87 21 71 30 1495 84 40 22 233 20 38 61 21 23 21 69 197 20 32 20 22 37 29 23 20 22 32 33 250 28
internal_value=0 0.0105462 0.00957402 0.0167577 0.0168661 0.010559 0.0169485 0.0206542 0.0167336 0.0153404 0.013933 0.0146016 0.0225898 0.0206295 0.0116148 0.0120931 0.0137684 0.00924154 0.00769323 0.0052957 0.0128352 0.0173645 0.018245 0.0253623 0.00719034 0.00874185 0.00452493 0.0139393 0.013072 0.0139446
internal_weight=0 718 631 2403 2373 528 2353 129 2224 729 430 410 107 86 402 381 240 141 121 89 219 299 262 46 126 106 103 372 311 278
internal_count=3121 718 631 2403 2373 528 2353 129 2224 729 430 410 107 86 402 381 240 141 121 89 219 299 262 46 126 106 103 372 311 278
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=31
num_cat=0
split_feature=1 155 3 0 0 39 133 31 2 8 12 42 13 44 13 4 13 1 156 48 151 49 16 49 16 1373 16 4 0 16
split_gain=1.73034 0.336924 0.245993 0.263586 0.21928 0.215608 0.215035 0.200406 0.271775 0.212943 0.196338 0.179297 0.250088 0.162085 0.210734 0.202166 0.227572 0.161782 0.159155 0.176653 0.186767 0.170329 0.15605 0.206574 0.213645 0.219664 0.198339 0.179574 0.22466 0.274715
threshold=0.10920500000000001 0.084785000000000013 0.11924500000000002 -0.10836499999999999 0.10455500000000001 0.056590000000000008 -0.24227499999999996 -0.018414999999999997 0.11548000000000001 0.089545000000000013 -0.083994999999999986 -0.078304999999999986 -0.0079349999999999993 0.081805000000000017 -0.16152999999999998 0.042705000000000007 -0.13710499999999998 0.111945 0.082410000000000011 -1.0000000180025095e-35 -0.0062849999999999989 0.12497000000000001 -0.0073349999999999986 -0.014169999999999999 -0.008904999999999998 0.078175000000000008 -0.011989999999999999 -0.49405499999999997 -0.026509999999999995 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 6 13 -2 -8 9 10 -9 -7 -13 14 -1 16 -16 -12 19 -17 -21 -22 23 -18 25 26 -25 -24 -29 -30
right_child=1 -3 3 -5 -6 11 7 8 -10 -11 17 12 -14 -15 15 18 22 -19 -20 20 21 -23 27 24 -26 -27 -28 28 29 -31
leaf_value=0.005648825127307488 0.017952306795379389 0.018223801652036076 -0.0009881316078826786 0.014281860738097188 -0.0019227496126577967 0.017172480806163171 0.0017023340053856373 0.0043220495060086253 0.0066932733293347986 0.004199797930195928 0.023233771231025459 0.011748393826989438 0.00013871154666918778 0.022966245216903866 0.022915900627239832 0.0053315946812896682 0.011687272397221581 0.013373118598776108 0.0050498104033370817 0.02333963460155896 0.01436189947693014 0.0051196547521447601 0.017777416686093884 0.016292248171068623 0.024396136973871652 0.026374824460418451 0.0088512766879756712 0.014144887433894646 -0.00035127347335219385 0.013639232816058212
leaf_weight=23 23 35 20 26 21 41 45 20 261 30 20 96 23 27 42 24 98 99 24 21 213 22 116 1125 33 21 37 478 25 32
leaf_count=23 23 35 20 26 21 41 45 20 261 30 20 96 23 27 42 24 98 99 24 21 213 22 116 1125 33 21 37 478 25 32
internal_value=0 0.00872736 0.0148897 0.00764273 0.00808694 0.0150219 0.00850904 0.00805179 0.00871626 0.0118405 0.0134896 0.0114694 0.00950451 0.0152627 0.0151736 0.0152683 0.0156324 0.0150304 0.0128651 0.013535 0.0143041 0.0134967 0.0154767 0.0161039 0.0164599 0.0162385 0.0160553 0.0142106 0.0134373 0.00750305
internal_weight=0 554 2567 46 519 2521 498 475 430 169 139 160 119 2361 2334 2311 2007 119 304 280 256 235 1965 1314 1216 1183 1162 651 535 57
internal_count=3121 554 2567 46 519 2521 498 475 430 169 139 160 119 2361 2334 2311 2007 119 304 280 256 235 1965 1314 1216 1183 1162 651 535 57
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=31
num_cat=0
split_feature=1 155 1 484 12 3 3 2 0 12 2 1420 1429 13 16 48 12 14 43 11 4 0 3 13 123 130 4 13 15 13
split_gain=1.40158 0.272909 0.212965 0.253727 0.270324 0.232704 0.189566 0.176017 0.377089 0.15871 0.147214 0.134626 0.205362 0.261128 0.226002 0.285396 0.199366 0.185729 0.177399 0.17357 0.282657 0.286494 0.202433 0.135801 0.133429 0.177628 0.203384 0.249721 0.230287 0.163049
threshold=0.10920500000000001 0.084785000000000013 0.089625000000000024 -0.020124999999999994 0.087215000000000015 -0.079979999999999982 0.31534000000000006 0.10644500000000001 0.034820000000000011 -0.42850999999999995 0.15950500000000004 -0.052439999999999994 0.084770000000000012 -0.051094999999999995 0.19444000000000003 0.088875000000000023 0.092355000000000007 0.087740000000000012 -0.081944999999999976 0.081790000000000015 -0.15464999999999998 -0.068604999999999985 -0.14847999999999997 -0.078944999999999987 0.083745000000000014 -0.054924999999999995 -0.0086549999999999978 -0.067719999999999989 -0.026084999999999994 -0.0069799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 -4 5 -5 24 11 -9 -8 -11 23 14 18 17 16 -16 19 -14 20 22 -22 -13 -1 25 -2 27 -27 -28 -26
right_child=1 -3 3 4 -6 -7 9 8 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 29 26 28 -29 -30 -31
leaf_value=0.014705240170852367 0.003125332025016045 0.016401421471299339 0.018738833919633182 0.00070982078905217354 0.013095280033950177 0.0098612441026972031 0.0084160268506301306 0.012835098768099105 0.0007100505304747615 0.0038034346007875031 -0.0067872550870691026 0.029698779843747615 0.01820592397914058 0.00096576874717496913 0.017422087598395974 -0.00015558705806894147 0.0059237725873244928 0.023567824567789619 0.0072249174683487842 0.0054854068672284487 0.014546236880952185 0.0030426341108977795 0.017087102688715928 0.024368726268697245 0.0073195942743357438 0.0086199809904568461 0.0099750472729762188 0.02223001323207947 -0.00042079151753569025 -0.001518464419576857
leaf_weight=33 41 35 48 32 315 211 35 222 29 35 21 20 31 26 38 23 25 23 28 21 1359 22 35 26 92 26 190 28 24 27
leaf_count=33 41 35 48 32 315 211 35 222 29 35 21 20 31 26 38 23 25 23 28 21 1359 22 35 26 92 26 190 28 24 27
internal_value=0 0.00785462 0.0134007 0.0117622 0.0111621 0.00865612 0.00727825 0.0139071 0.0114342 0.0031335 -0.000168074 0.01427 0.0141023 0.00931519 0.0143621 0.00937855 0.0128593 0.0146517 0.0129946 0.014511 0.014643 0.014363 0.0216732 0.0189637 0.00815949 0.00925521 0.010193 0.015677 0.00880916 0.00531432
internal_weight=0 554 2567 606 558 243 519 1961 251 91 56 1710 1651 85 1566 86 63 1480 59 1457 1436 1381 55 59 428 309 268 54 214 119
internal_count=3121 554 2567 606 558 243 519 1961 251 91 56 1710 1651 85 1566 86 63 1480 59 1457 1436 1381 55 59 428 309 268 54 214 119
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=31
num_cat=0
split_feature=4 3 2 2 12 15 149 3 1416 457 1 45 14 0 4 0 52 15 12 402 402 402 16 15 12 482 1212 133 402 3
split_gain=1.13662 0.360494 0.292439 0.243141 0.211825 0.190707 0.172493 0.145153 0.144065 0.14662 0.14357 0.139554 0.141298 0.124791 0.354865 0.484494 0.194808 0.184792 0.181115 0.163907 0.176452 0.250745 0.228074 0.34628 0.139893 0.21016 0.159259 0.14461 0.177074 0.1639
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.25063000000000007 -0.010834999999999999 -0.14601999999999996 0.07770500000000001 -0.0049599999999999991 1.0000000180025095e-35 0.26807500000000006 0.11910500000000002 0.084355000000000013 0.019675000000000002 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.23074000000000003 -0.11713499999999999 0.087695000000000009 0.2506000000000001 0.086055000000000006 0.024785000000000005 -0.078844999999999985 0.087825000000000014 0.087505000000000013 0.089925000000000019 -0.121045 0.11269500000000002 0.089220000000000008 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 10 -7 9 11 -2 12 13 14 15 -6 17 -16 24 20 21 -20 23 -22 25 26 -15 28 -28 -30
right_child=3 -3 -4 -5 8 7 -8 -9 -10 -11 -12 -13 -14 18 16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.017852232945354089 0.0082213473308617047 0.005016612927506988 0.00081768603590519524 -0.0038938361879748608 0.010765818238724023 0.0066261593845826049 0.01434878116258635 0.012637246726927433 0.018877448612714516 0.0049945879313680859 0.0038467965502576884 0.01918267423597475 0.016182433802296746 0.0053766343054240167 0.0096456020704603629 -0.0085118613544512885 0.004805512850483259 0.020293596705708367 0.011561376331386456 0.0030755338005044246 0.012929671633474785 0.00053282160134542555 0.012110423767201913 0.029168208486710985 0.019545995360680832 0.0045847306942084325 0.0136739632111241 0.0076543452803485307 0.025568753253668548 0.014686149928808935
leaf_weight=23 139 75 23 24 32 149 26 55 34 27 163 30 91 23 28 22 21 39 1126 22 29 21 96 24 37 27 623 36 25 31
leaf_count=23 139 75 23 24 32 149 26 55 34 27 163 30 91 23 28 22 21 39 1126 22 29 21 96 24 37 27 623 36 25 31
internal_value=0 0.011855 0.0120454 0.00582219 0.0121421 0.00922003 0.00653312 0.0082468 0.0124135 0.0123223 0.00586025 0.0124053 0.0123189 0.0121635 0.00929358 0.00291195 0.0132096 0.0158437 0.0123557 0.0116347 0.01178 0.0113595 0.0150174 0.020283 0.0135406 0.0132502 0.0135672 0.0138307 0.0141581 0.0195445
internal_weight=0 2769 2694 352 2671 227 328 204 2444 2410 302 2383 2353 2262 142 54 88 67 2120 1318 1296 1147 149 53 802 765 738 715 679 56
internal_count=3121 2769 2694 352 2671 227 328 204 2444 2410 302 2383 2353 2262 142 54 88 67 2120 1318 1296 1147 149 53 802 765 738 715 679 56
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 0 2 2 14 0 0 15 49 1 52 52 2 4 0 50 49 4 12 2 150 3
split_gain=46.4487 5.78002 4.91336 2.90042 2.86071 2.32175 1.90464 1.85369 1.41427 1.14206 1.27971 0.970047 0.95599 0.950377 0.764821 1.02021 0.759454 0.713548 0.700726 0.690396 0.669498 0.64774 0.64794 0.637922 0.580398 0.575086 0.721537 0.561197 0.45552 0.438101
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 0.11177500000000001 0.076175000000000007 -0.23194499999999998 -0.11437499999999999 -0.095244999999999982 0.12497000000000001 0.12656000000000003 0.056145000000000007 1.0000000180025095e-35 0.113445 -0.012164999999999999 -0.080869999999999984 0.11266000000000001 -0.012034999999999999 -0.059649999999999988 -1.0000000180025095e-35 0.10402500000000002 0.083770000000000011 -0.20241999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 13 7 12 17 -6 10 28 -9 14 -1 15 -4 21 -3 -7 27 25 22 -8 -13 -2 -15 -27 -12 -10 -24
right_child=1 5 6 -5 8 18 16 11 9 -11 19 23 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001705958419305118 0.00091383729422209311 0.00066605231259018181 0.0014646557727559051 0.00071631685986459233 0.0013604576430734799 0.00019744542701588926 0.0015031945924403897 0.0011026076867599593 0.0013640830304776253 0.00058046544104619745 0.00098709412034981301 0.00067245489665851128 0.0017070136611800058 0.0014504524481062796 0.0014283630997215658 0.00085346173359399416 0.0010774604311611781 0.00040576858650884066 0.00055779476567883698 0.0011806229700553504 0.00095373297213126849 0.0012397720279780922 0.0015155976535270984 0.0010515885902386086 0.001282384457941606 0.0013326266550468258 0.00093846533975674919 0.00064162180798578699 0.0010285458770118842 0.001309760204545959
leaf_weight=22 20 80 21 74 35 59 101 39 35 30 29 91 46 70 1170 21 51 82 32 20 22 243 44 21 92 57 26 48 28 412
leaf_count=22 20 80 21 74 35 59 101 39 35 30 29 91 46 70 1170 21 51 82 32 20 22 243 44 21 92 57 26 48 28 412
internal_value=0 0.000731522 0.00134245 0.00101755 0.00114932 0.000599838 0.0013811 0.000679986 0.000998259 0.000931538 0.000997364 0.000836281 0.00142956 0.00132185 0.00141903 0.00115906 0.00130945 0.000534304 0.000324162 0.000856042 0.00127356 0.00132424 0.0013611 0.000743542 0.00121657 0.00131955 0.00120915 0.000771735 0.00121496 0.00132962
internal_weight=0 590 2531 186 422 404 2109 313 225 190 160 151 1258 197 1212 42 851 162 91 97 175 800 557 112 112 153 83 77 63 456
internal_count=3121 590 2531 186 422 404 2109 313 225 190 160 151 1258 197 1212 42 851 162 91 97 175 800 557 112 112 153 83 77 63 456
is_linear=0
shrinkage=0.00196078


Tree=3421
num_leaves=31
num_cat=0
split_feature=1 3 1 46 0 4 2 47 13 52 12 42 124 159 402 13 0 133 2 11 16 16 51 1429 16 482 15 15 131 43
split_gain=1.13399 0.28327 0.197167 0.23023 0.189494 0.16941 0.144562 0.144374 0.154067 0.267322 0.288996 0.165893 0.182621 0.183037 0.142434 0.144919 0.141913 0.139129 0.164599 0.128295 0.135548 0.121911 0.120321 0.120186 0.112607 0.1125 0.139905 0.113067 0.111113 0.240314
threshold=0.10337500000000001 -0.077354999999999993 0.14262000000000002 0.081930000000000017 1.0000000180025095e-35 0.40124500000000002 0.095545000000000005 0.081320000000000017 0.038215000000000006 -0.11592499999999999 0.09334000000000002 0.11649000000000002 -0.027784999999999997 0.083870000000000014 0.081585000000000019 -0.13710499999999998 -0.070154999999999981 0.31326500000000007 0.12669500000000003 0.080455000000000013 -0.53943499999999989 0.51524500000000006 0.067785000000000012 1.0000000180025095e-35 -0.25582999999999995 0.076555000000000012 1.0000000180025095e-35 0.11295500000000001 0.090855000000000005 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 14 3 21 24 6 19 8 11 -10 -11 12 -8 17 15 -2 -15 18 25 20 -1 -3 -21 -17 -4 26 -14 -28 -22 -30
right_child=1 2 4 -5 -6 -7 7 -9 9 10 -12 -13 13 16 -16 23 -18 -19 -20 22 28 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.020209610305557197 0.0039350849971094212 0.0062098819638837198 0.00074262118369743634 0.017643470447510481 -0.0053015481755137447 0.0032712009925903243 0.0054014805692415213 0.016808032990760498 0.013283734956481073 -0.0041169428204496702 0.0086713555268943306 0.0059955883322766537 0.009243551231738107 0.022745650608477923 0.0025145894777961076 0.011418762437463269 0.01222724208365316 0.0053258772548888961 0.021128353010863066 0.023356114350081909 0.012009927858392557 0.014046402032753187 0.012651358329735341 0.019674614163814115 0.0083967600259711624 0.017816543151383046 0.019836668283320393 0.011733736324594264 0.013248451191769995 0.023887604249951743
leaf_weight=22 23 363 37 20 25 22 39 37 44 30 43 54 153 29 20 149 23 31 20 21 1502 21 21 20 40 27 26 51 184 24
leaf_count=22 23 363 37 20 25 22 39 37 44 30 43 54 153 29 20 149 23 31 20 21 1502 21 21 20 40 27 26 51 184 24
internal_value=0 0.00747706 0.00619138 0.00718325 0.00226283 0.0120062 0.0120869 0.0107548 0.0103619 0.00712687 0.00341589 0.0111974 0.0119014 0.0126056 0.0105457 0.0113823 0.0180933 0.0116791 0.0123901 0.0125427 0.0124102 0.00663844 0.0180037 0.0123958 0.0047188 0.0117101 0.0109932 0.0144698 0.0123099 0.014476
internal_weight=0 718 506 404 102 2403 2381 607 570 117 73 453 399 360 212 192 52 308 277 1774 1732 384 42 169 77 257 230 77 1710 208
internal_count=3121 718 506 404 102 2403 2381 607 570 117 73 453 399 360 212 192 52 308 277 1774 1732 384 42 169 77 257 230 77 1710 208
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=31
num_cat=0
split_feature=1 4 2 48 12 159 1 13 12 12 0 401 4 474 475 51 14 159 52 133 3 159 159 159 483 2 2 1 475 4
split_gain=0.93105 0.371286 0.236621 0.220157 0.175934 0.214295 0.303702 0.169417 0.165984 0.197464 0.154709 0.288016 0.269549 0.190867 0.191263 0.154064 0.221895 0.205096 0.182996 0.149928 0.138749 0.135846 0.209746 0.180418 0.180136 0.145834 0.193812 0.203779 0.161922 0.168153
threshold=0.096325000000000008 -0.39518999999999993 0.13622000000000004 -0.089099999999999999 -0.42850999999999995 0.089270000000000016 0.14804000000000003 0.26746000000000009 0.087215000000000015 0.09364500000000002 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 0.088335000000000011 -0.075854999999999992 0.12808000000000003 -0.46413499999999996 0.10600500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.092670000000000016 0.11484000000000001 0.082105000000000025 0.04105000000000001 -0.090599999999999986 0.086950000000000013 0.087245000000000003 0.089875000000000024 -0.085734999999999992 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -4 6 -6 8 15 -10 20 12 -12 14 -14 16 -5 18 19 -18 21 22 23 24 -1 -26 -27 28 -28 -30
right_child=1 2 4 7 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.016834729505253249 0.012989267960438157 0.017641849778592587 0.011955550862476232 0.015266681972729124 0.0021844857518608946 0.0071229920822485655 -0.011118999513035473 0.016022298387251794 0.014164478552993388 0.0071551938913170634 0.020090629300102594 -0.00034926853220288952 -0.0010398566478952056 0.015787037409137231 0.0089174339645011706 -0.003244411188643426 -0.0021371336790315552 -0.0047082461230456831 0.011258561649825425 0.0055495402275778476 0.0058238585148420599 0.0068803943072756127 0.014851927600427681 0.0020346482417413166 0.012105438857638519 0.0021345884531158311 0.017963046697453442 0.0010013924191959879 0.012904026010192512 0.0094073389966945909
leaf_weight=58 96 20 20 23 78 53 22 20 52 177 24 30 21 37 237 20 29 20 50 203 45 63 179 21 785 29 30 22 196 461
leaf_count=58 96 20 20 23 78 53 22 20 52 177 24 30 21 37 237 20 29 20 50 203 45 63 179 21 785 29 30 22 196 461
internal_value=0 0.00711808 0.0064019 0.0073223 0.00313527 0.00198229 -0.000742281 0.00697484 0.0066596 0.00874682 0.0109527 0.00901837 0.00989934 0.00907022 0.00810696 0.00527417 0.00579839 0.00507729 0.0057713 0.00458871 0.0113101 0.011444 0.0116054 0.0112426 0.0113649 0.0111566 0.0101474 0.0104752 0.0107785 0.0104505
internal_weight=0 883 787 614 173 153 100 594 574 229 2238 349 319 295 258 345 325 302 282 232 1889 1844 1781 1602 1581 1523 738 709 687 657
internal_count=3121 883 787 614 173 153 100 594 574 229 2238 349 319 295 258 345 325 302 282 232 1889 1844 1781 1602 1581 1523 738 709 687 657
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 40 13 39 52 484 159 150 13 11 44 1416 457 0 13 150 51 43 13 13 42 150 12 157 42 12
split_gain=0.779684 0.269024 0.248081 0.204593 0.186864 0.157595 0.21293 0.146287 0.122675 0.140967 0.157059 0.145619 0.166845 0.124714 0.105601 0.109133 0.110444 0.125586 0.117484 0.176944 0.164613 0.194254 0.15649 0.166521 0.180025 0.155145 0.15223 0.208104 0.237592 0.199518
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.25063000000000007 0.051255000000000002 0.27266500000000005 0.056590000000000008 0.12492500000000002 0.096415000000000015 0.087630000000000013 0.12068000000000002 0.05868000000000001 0.084110000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.26807500000000006 -0.23051499999999997 -0.082904999999999993 -0.087189999999999976 0.089355000000000004 -0.077604999999999993 -0.081224999999999978 -0.081829999999999986 0.089165000000000008 -0.050224999999999992 0.086700000000000013 -0.082259999999999986 0.083935000000000023 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 14 9 10 11 12 13 -2 15 16 17 -4 25 -20 22 -22 23 24 -21 -19 27 -24 -29 -28
right_child=4 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 20 21 -23 26 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0045881735097447578 0.0030320125364073336 0.0035082434219106833 0.016352953125947509 0.0084030420778112274 -0.0039909294263149302 0.0027765970240579921 0.017170758397342303 0.0065218040790259021 0.011245035935814184 -0.0033626256288871881 0.0092868550184547257 0.0111758921140184 -0.0042240520340523554 0.010954468149651328 0.015065522931325129 0.015530472808291741 0.0033806608782874213 0.018520513027906419 0.0010623460796733316 0.001956778665888123 0.00024186306012173497 0.008295877938801351 0.020956404988343516 -0.0022436713977229028 0.01344671587770184 0.010504365730849063 0.00021989436455718852 0.010216657983877449 0.020293113207802749 0.0096410571380873434
leaf_weight=22 146 74 29 27 24 32 39 135 30 21 69 24 28 23 39 33 27 25 26 25 39 129 24 21 30 705 23 234 26 992
leaf_count=22 146 74 29 27 24 32 39 135 30 21 69 24 28 23 39 33 27 25 26 25 39 129 24 21 30 705 23 234 26 992
internal_value=0 0.00945623 0.00962034 0.00257025 0.00453787 0.00975154 0.00983735 0.00972572 0.00513813 0.00454904 0.00512196 0.0038216 0.00292565 0.00411022 0.00990393 0.00981964 0.00973961 0.00981336 0.00973087 0.00924327 0.00938112 0.0064262 0.00974215 0.00533163 0.00822402 0.0107789 0.0100002 0.0120467 0.0112243 0.00942757
internal_weight=0 2756 2682 49 365 2633 2601 2562 341 311 290 221 197 169 2427 2388 2355 2328 2299 1569 1543 168 1375 76 55 730 1299 284 260 1015
internal_count=3121 2756 2682 49 365 2633 2601 2562 341 311 290 221 197 169 2427 2388 2355 2328 2299 1569 1543 168 1375 76 55 730 1299 284 260 1015
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=31
num_cat=0
split_feature=1 4 11 105 399 2 30 15 483 479 479 2 3 0 475 475 475 2 1455 160 1447 480 16 1447 151 1 457 456 160 40
split_gain=0.637034 0.264806 0.195771 0.241844 0.18459 0.206649 0.204256 0.137584 0.133168 0.139727 0.230341 0.166269 0.261553 0.221772 0.122089 0.25319 0.226647 0.163597 0.153895 0.192509 0.138178 0.282789 0.27084 0.153019 0.131581 0.16583 0.11975 0.151082 0.167823 0.139762
threshold=0.096325000000000008 -0.39518999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13622000000000004 0.09538000000000002 -0.045854999999999993 0.13027000000000002 0.10713500000000002 0.088785000000000017 0.10774000000000002 -0.0063699999999999989 0.034820000000000011 -0.088274999999999978 -0.085684999999999997 -0.10137499999999998 0.087545000000000026 -0.23681499999999997 -0.55323499999999981 -0.085684999999999997 0.08759500000000002 -0.014754999999999999 -0.084549999999999986 0.050660000000000004 0.087135000000000004 0.084840000000000013 0.095035000000000022 0.097500000000000017 0.051255000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 6 26 -7 9 10 11 14 13 -13 16 17 -1 -16 -17 -20 21 22 -21 -22 -25 -26 27 28 29 -4
right_child=1 2 3 -5 -6 7 -8 -9 -10 -11 -12 12 -14 -15 15 18 -18 -19 19 20 23 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0096175857222615142 0.010676761908204451 -0.0046535757835954429 0.0075739275589355353 0.015701544022356923 -0.0035644073349734152 0.0036666878014973295 -0.0024171527904959826 -0.0036050183342233528 0.017013668697327376 0.015275510885950291 -0.00029215897364857874 0.0085834924067512471 -0.0037848751083125222 -0.0014294671118259431 0.011478564994467888 0.016448700620925853 -0.0025796800008974969 0.022680630786238578 -0.00011249697645721229 0.011604888353031129 0.00081024458226950269 0.0035610810476577001 0.026439237166196106 0.0091996536793916648 0.0080727145596895186 -0.0029906597733497624 0.0024850456177669226 -0.0013176758552435786 0.015527978718280792 0.00026872840909553428
leaf_weight=39 96 20 405 22 24 123 26 33 20 33 28 192 23 25 32 28 25 22 23 32 23 21 20 1590 42 20 61 20 25 28
leaf_count=39 96 20 405 22 24 123 26 33 20 33 28 192 23 25 32 28 25 22 23 32 23 21 20 1590 42 20 61 20 25 28
internal_value=0 0.00571843 0.0051136 0.00536829 0.00506315 0.00535033 0.00623992 0.00212844 0.00889032 0.00881707 0.00871953 0.00883651 0.00635517 0.00742993 0.00914716 0.00929547 0.00485303 0.0160424 0.00909295 0.00897666 0.00909625 0.0133551 0.0173104 0.00891064 0.00902342 0.00450388 0.00665751 0.00718998 0.00756149 0.00710154
internal_weight=0 883 787 767 745 721 565 156 2238 2218 2185 2157 240 217 1917 1853 64 54 1799 1771 1748 73 52 1675 1652 62 539 478 458 433
internal_count=3121 883 787 767 745 721 565 156 2238 2218 2185 2157 240 217 1917 1853 64 54 1799 1771 1748 73 52 1675 1652 62 539 478 458 433
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=31
num_cat=0
split_feature=4 3 9 123 3 12 10 12 15 40 4 483 1211 3 4 0 51 52 15 401 15 3 43 1213 160 12 42 1203 16 1176
split_gain=0.520179 0.187363 0.185268 0.16414 0.155943 0.15618 0.174049 0.152482 0.124826 0.144632 0.11856 0.196968 0.196888 0.172574 0.170104 0.15296 0.146681 0.154592 0.284063 0.236239 0.342778 0.194689 0.157612 0.148852 0.143916 0.137791 0.165936 0.194817 0.163706 0.137253
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.086254999999999984 -0.15914499999999995 0.051255000000000002 -0.082769999999999982 0.093265000000000015 0.078255000000000005 0.11296500000000002 -0.082349999999999993 -0.019414999999999998 -0.18912999999999996 -0.0080349999999999987 0.087685000000000013 0.080190000000000011 0.085315000000000016 -0.15956499999999998 -0.074359999999999996 -0.088569999999999996 -0.014869999999999998 0.08493500000000001 -0.013389999999999997 0.084795000000000023 -0.014754999999999999 0.086345000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7 -8 -4 10 11 12 16 14 -12 29 -10 18 22 21 -21 -19 -18 -23 -24 28 27 -27 -25 -16
right_child=4 -3 8 -5 -6 6 7 -9 9 -11 13 -13 -14 -15 15 -17 17 19 -20 20 -22 23 24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0047039223014673391 0.0098585888421872554 0.0026996411062223287 0.011730229802968273 0.0069323058688530214 -0.0049386874120682482 -0.004820014031914374 -0.0020191883047421771 0.0049544044699516999 0.017322689237161761 0.0010007323577038705 -0.00029667240946933078 0.018798817713977772 0.00081212355013425021 -0.00047138065824078195 0.0077270626601082405 0.00084748709050472834 0.00098347292160210409 0.020294285489113204 -0.00011738459191595515 -0.0039839216292387354 0.013050825477001213 0.018471932065274036 0.015464720683438439 0.009454569793664493 0.0080423747120397984 0.0089790364629343932 0.0050067768463057036 0.019068254838171213 0.019375573445496889 0.015859775258494274
leaf_weight=22 42 74 83 27 20 24 36 243 21 31 27 20 30 27 1754 32 23 21 48 27 21 21 35 39 103 114 83 23 29 21
leaf_count=22 42 74 83 27 20 24 36 243 21 31 27 20 30 27 1754 32 23 21 48 27 21 21 35 39 103 114 83 23 29 21
internal_value=0 0.00766346 0.00780041 0.00170788 0.00364613 0.0041438 0.00335165 0.00405459 0.0079138 0.00778957 0.00787312 0.00902688 0.00872055 0.00746518 0.00758202 0.00769975 0.00911077 0.00881698 0.00663452 0.0100237 0.00346878 0.0109771 0.00864751 0.0103439 0.00992485 0.00975126 0.00853519 0.0106728 0.0136856 0.00782328
internal_weight=0 2756 2682 49 365 345 303 279 2633 2550 2519 658 638 1861 1834 1807 608 587 209 378 48 330 161 309 138 288 220 137 68 1775
internal_count=3121 2756 2682 49 365 345 303 279 2633 2550 2519 658 638 1861 1834 1807 608 587 209 378 48 330 161 309 138 288 220 137 68 1775
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=31
num_cat=0
split_feature=1 4 11 105 2 15 96 132 0 401 3 3 4 16 1446 50 2 159 50 483 160 0 475 159 4 1429 12 1456 484 15
split_gain=0.429295 0.193385 0.164928 0.221814 0.146378 0.175626 0.136337 0.135649 0.112739 0.202833 0.211448 0.419806 0.323413 0.131246 0.117696 0.144723 0.134338 0.133753 0.166328 0.171886 0.192978 0.159405 0.13912 0.156833 0.130696 0.12723 0.251552 0.134265 0.151242 0.121949
threshold=0.096325000000000008 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.13754500000000003 -0.079929999999999987 0.087655000000000025 -1.0000000180025095e-35 -0.068604999999999985 0.080710000000000018 -0.14186499999999996 -0.10831999999999999 -0.50262499999999988 -0.080509999999999984 0.095780000000000018 0.12170000000000002 0.094215000000000007 0.11484000000000001 -0.13200999999999999 -1.0000000180025095e-35 0.10493500000000001 -0.082974999999999979 0.0073350000000000004 0.091530000000000014 -0.0083799999999999986 0.085625000000000021 0.087445000000000009 -0.16480999999999998 0.091180000000000011 -0.011389999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 6 -6 7 -4 14 10 12 -12 -10 -13 15 17 -17 18 -1 24 22 -19 23 25 29 27 -27 -21 -29 -20
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 11 13 -14 -15 -16 16 -18 21 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.015328018889496371 0.0083032103084823596 -0.0049462640518322595 -0.0010826390396271432 0.014387176961948476 0.0029761897855933059 -0.0056386796164236246 -0.0027485153835489959 0.0053451298838173801 0.022120770080946386 -0.002301542692196866 -0.0071526103597134355 0.013317905470728876 0.0057039870011309788 0.0056699391970087745 0.011697410682502848 -0.0042358901040279303 0.0060927053475204641 0.0069960080824481956 0.0034579368312843148 0.00019134481747945151 0.0003596414471618258 -0.0036616672620015302 0.00095707152140676053 0.01307116332125802 0.016421423076341549 -0.0038421738535232308 0.010272019129732381 0.007557871945600373 0.013874544387157912 0.012549394246242527
leaf_weight=28 122 20 35 21 100 31 24 530 20 30 25 25 30 219 65 20 34 36 25 24 39 23 32 51 36 28 23 1350 39 36
leaf_count=28 122 20 35 21 100 31 24 530 20 30 25 25 30 219 65 20 34 36 25 24 39 23 32 51 36 28 23 1350 39 36
internal_value=0 0.00460711 0.00401457 0.00425643 0.00396095 0.000937557 0.00463338 0.00494695 0.00721095 0.00555971 0.00629901 0.00518903 0.0122707 0.00645354 0.00751602 0.00736702 0.0022673 0.0075226 0.00768402 0.00755685 0.00730693 0.00284132 0.00748207 0.00761989 0.0116433 0.00742999 0.00252305 0.0076071 0.00773523 0.00882339
internal_weight=0 883 761 741 720 131 589 565 2238 349 319 269 50 244 1889 1824 54 1770 1711 1683 1586 59 1547 1515 97 1464 51 1413 1389 61
internal_count=3121 883 761 741 720 131 589 565 2238 349 319 269 50 244 1889 1824 54 1770 1711 1683 1586 59 1547 1515 97 1464 51 1413 1389 61
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 150 4 150 0 4 15 0 157 13 4 0 0 12 2 0 2 4 14 40 1 0 483
split_gain=35.7261 4.53009 4.05596 3.34779 2.21106 1.75573 1.51237 1.30693 1.23575 1.04952 0.999281 0.975121 0.774631 1.35608 0.73881 0.7312 0.988757 0.800622 0.679243 0.672505 0.672124 0.584961 0.563179 0.554623 0.491254 0.420068 0.428652 0.515791 0.380958 0.464493
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.12958500000000003 0.090455000000000021 0.14285500000000004 1.0000000180025095e-35 0.033845000000000007 -0.045534999999999992 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 -0.14832499999999996 -0.071119999999999989 -0.00096999999999999983 0.0061450000000000003 -0.13027499999999997 -0.097024999999999986 0.13597000000000004 0.099185000000000009 0.024095000000000002 0.10774000000000002 0.024790000000000003 -0.46825999999999995 -0.072504999999999986 0.12000500000000001 -0.036484999999999997 0.093585000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 25 14 15 10 19 -6 -1 21 -14 -4 -5 17 -17 -16 -8 -21 -13 28 -12 -18 -3 -27 -28 29 -7
right_child=1 5 6 7 8 22 9 -9 -10 -11 23 12 13 -15 18 16 24 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0016284656290914499 0.0011746265543617867 0.00095924634076750186 0.0015838405573923213 0.00047772321046567429 0.00073677187288238985 0.00035112566770092605 0.001528511866019021 0.00044514870291008032 0.00078645691563210946 0.0011000372212687478 0.0012397784556229681 0.0014561164444298405 0.0012155076461941219 0.00070394156947082675 0.00099427949789904864 0.00061732877352145847 0.0012792562704720008 0.0010130643408769876 0.0013422628356138451 0.00126868507730978 0.00094161012359693938 0.001061529269186305 0.00014595819909693069 0.00088264491795157849 0.00088453751834318599 0.00044256165893931019 0.00083671797503914909 0.00048885324172745471 0.00070390647484196557 0.00067003092823181558
leaf_weight=22 106 23 48 20 26 87 37 44 96 169 82 52 76 27 22 57 27 30 1093 715 25 20 26 21 22 25 57 23 21 22
leaf_count=22 106 23 48 20 26 87 37 44 96 169 82 52 76 27 22 57 27 30 1093 715 25 20 26 21 22 25 57 23 21 22
internal_value=0 0.000727389 0.00126318 0.000892911 0.00108771 0.000549045 0.00129829 0.000743602 0.000954904 0.00124008 0.00108026 0.00123939 0.00119048 0.00108141 0.00134565 0.000827781 0.00087926 0.000753789 0.0013354 0.00127053 0.00125764 0.00134651 0.000409395 0.00116696 0.00110204 0.000719244 0.000666672 0.000736707 0.000462082 0.000415492
internal_weight=0 590 2531 306 422 284 2109 200 225 946 129 197 175 103 1163 156 136 87 1115 777 740 72 156 103 49 128 105 80 130 109
internal_count=3121 590 2531 306 422 284 2109 200 225 946 129 197 175 103 1163 156 136 87 1115 777 740 72 156 103 49 128 105 80 130 109
is_linear=0
shrinkage=0.00196078


Tree=3428
num_leaves=31
num_cat=0
split_feature=4 2 40 13 106 400 482 401 12 159 13 11 52 13 0 0 10 13 4 43 15 0 13 455 482 12 49 151 43 43
split_gain=0.473749 0.187144 0.234211 0.189667 0.141591 0.139919 0.146899 0.137647 0.141623 0.18591 0.138473 0.132751 0.140119 0.132824 0.131244 0.310626 0.227515 0.176812 0.216483 0.173496 0.145457 0.14306 0.204818 0.127366 0.126493 0.138592 0.146644 0.18577 0.14086 0.116562
threshold=0.27044500000000005 0.10005000000000001 0.051255000000000002 -0.23438999999999996 0.086340000000000014 -0.063679999999999987 -1.0000000180025095e-35 0.080710000000000018 0.11734000000000001 0.10141500000000002 0.17001000000000002 0.080455000000000013 -0.066844999999999988 -0.23438999999999996 -0.10474999999999998 -0.13027499999999997 -0.079859999999999987 -0.41572999999999993 0.42642000000000008 0.10366000000000002 -0.15914499999999995 -0.036484999999999997 0.05868000000000001 0.092320000000000013 0.087425000000000017 0.110195 -0.088694999999999982 1.0000000180025095e-35 0.093175000000000022 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 11 -5 -7 8 9 10 24 13 -13 -1 15 17 -16 -2 20 21 -19 -18 29 -15 25 26 -8 28 -28 -23
right_child=14 2 -4 5 -6 6 7 -9 -10 -11 -12 12 -14 23 16 -17 19 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.015737618065904829 -0.0046448940431456209 0.0013137798584884385 -0.0046678092508088981 -0.0015069631044752896 0.00072430862988955502 -0.0013952664262615146 0.012650408776244149 0.0013779175383711441 0.0031592059832323219 0.015635686000512745 0.015340181836939377 0.019284893755102533 0.008792335034481116 0.0074676399017160489 -0.0072794450595974926 0.01430102096637711 0.0010939899709624932 -0.0046056845513901311 0.011634526327800225 -0.0056006831604809987 0.0048905597746380855 0.0064035614877939228 0.00024308822704134167 0.015487921927124263 0.014688211256130177 0.013355762812619408 0.0070322017814839072 -0.0037826095800846818 -0.00047813198928322112 0.016267826197587928
leaf_weight=20 23 74 21 20 29 20 32 36 58 33 23 20 35 1984 25 32 78 23 34 21 54 25 27 20 22 30 231 20 28 23
leaf_count=20 23 74 21 20 29 20 32 36 58 33 23 20 35 1984 25 32 78 23 34 21 54 25 27 20 22 30 231 20 28 23
internal_value=0 0.00720666 0.0057204 0.00606833 0.00766354 0.00670456 0.00701268 0.00734048 0.00779048 0.00843157 0.00781567 0.00776034 0.0126078 0.00762861 0.00337281 0.005449 0.00164092 0.00333508 0.00498859 0.00292258 0.00205402 0.00409244 0.00721083 0.00754768 0.00733891 0.00686476 0.00623862 0.00550322 0.00622027 0.0111302
internal_weight=0 2756 648 627 2108 553 533 513 477 419 386 2079 55 2024 365 166 199 134 111 174 77 153 75 2004 363 341 311 279 259 48
internal_count=3121 2756 648 627 2108 553 533 513 477 419 386 2079 55 2024 365 166 199 134 111 174 77 153 75 2004 363 341 311 279 259 48
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 2 14 16 4 49 0 15 0 40 1 1 1 49 4 15 47 50 0 15 0
split_gain=75.0662 11.8998 6.63901 5.54159 3.89233 3.82455 3.10709 2.40555 2.44655 1.96762 1.85067 1.50945 1.30217 1.14806 1.05386 0.844986 1.17376 0.807873 0.792906 0.783275 0.767786 0.710882 0.68482 0.665632 1.19192 0.664123 0.617863 0.603012 0.55394 0.549551
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 0.14960000000000004 0.062655000000000016 -0.52595999999999987 0.033845000000000007 -0.054984999999999992 -0.11173999999999999 -0.097454999999999986 -0.076579999999999995 -0.077474999999999988 0.11654500000000001 0.083345000000000016 0.075045000000000014 -1.0000000180025095e-35 -0.49013999999999996 0.085550000000000015 0.09364500000000002 0.041865000000000006 -0.030209999999999997 -0.089964999999999976 -0.094654999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 11 6 18 -8 -9 -4 12 13 -6 15 -2 16 -1 -17 -3 -10 -15 27 -23 -19 -25 -22 28 -14 29 -7
right_child=1 5 9 -5 10 26 7 8 19 -11 -12 -13 21 20 -16 17 -18 23 -20 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0019233790962287533 0.001179840346958682 0.00076919511678594818 0.0015836976008809834 0.00093086767206046765 0.0011349310540184588 0.0007033164661888983 0.0015241907011060152 0.0014694412507596803 0.00095570782889950283 0.00099840079846687853 0.0010794437533949656 0.002055973637671698 0.0016218278977213408 0.0016997198502569661 0.0016377145313710491 0.0018060292314885289 0.0013788720747873932 0.0018867122415805986 0.00041271986775420733 0.00069334766697260288 0.0011131448116080433 0.0014890068084185506 0.001842885454126679 0.001339865882566298 0.0017140583686090186 0.0015845626679207852 0.00072941262707631159 0.0013948658133918896 0.00011613584819138581 0.00032899711935581991
leaf_weight=23 23 47 34 84 21 25 30 28 105 63 26 70 383 80 121 1256 45 47 49 75 20 27 95 43 137 27 26 51 22 38
leaf_count=23 23 47 34 84 21 25 30 28 105 63 26 70 383 80 121 1256 45 47 49 75 20 27 95 43 137 27 26 51 22 38
internal_value=0 0.000966855 0.00170627 0.00133111 0.00172701 0.000780226 0.000885018 0.00100513 0.000930263 0.00120356 0.00159117 0.00177387 0.00161423 0.0017621 0.00156458 0.00177677 0.00156304 0.00178657 0.000587244 0.000846391 0.00158286 0.00163233 0.00176457 0.00167892 0.00162467 0.00138396 0.000464906 0.00159516 0.000383998 0.000477537
internal_weight=0 673 2448 228 2351 445 334 238 208 97 603 1748 577 1678 144 1551 68 1483 96 180 127 556 122 227 180 47 111 434 85 63
internal_count=3121 673 2448 228 2351 445 334 238 208 97 603 1748 577 1678 144 1551 68 1483 96 180 127 556 122 227 180 47 111 434 85 63
is_linear=0
shrinkage=0.00196078


Tree=3430
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 4 4 1 13 1 1 50 43 0 1447 1 31 1 13 15 151 484 51
split_gain=41.5299 5.16188 4.88485 2.98114 2.50733 2.11112 1.95081 1.42119 1.48366 1.36777 1.22246 0.962247 0.770297 0.749277 1.35329 0.698676 0.675678 0.603029 0.567021 0.494937 0.469397 0.454178 0.435526 0.435193 0.424559 0.409275 0.399713 0.47959 0.397595 0.395276
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.089775000000000008 -1.0000000180025095e-35 0.10803500000000001 0.14122000000000004 0.077845000000000011 0.076175000000000007 -0.04890499999999999 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 0.090540000000000023 0.13436000000000001 0.041865000000000006 -0.079914999999999986 -0.066089999999999996 -0.082954999999999987 0.122715 -0.077289999999999984 0.12958500000000003 -0.082759999999999986 -0.41942499999999994 -1.0000000180025095e-35 0.015535000000000002 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 22 7 11 23 24 13 -4 16 -10 15 25 -8 29 -14 26 -12 -18 -17 -2 -3 -9 -15 -7 -28 -27 -1
right_child=1 5 10 -5 -6 18 9 8 12 -11 19 -13 17 14 -16 21 20 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0014022497266926569 0.0012603855784476408 0.00063057781167289166 0.0012625079174168636 0.00082892597322240631 0.00072298826403998805 0.00045554596355198767 0.00098582601068623161 0.0012935213611831428 0.0010569680788937736 0.00092040015084358104 0.00087964424916744542 0.0016324560724052728 0.000703234537807065 0.0013559721764311986 0.00082315543776049333 0.0016085071365038554 0.0013096629351210182 0.00037569208618472603 0.00062718676103045573 0.00053658635436877632 0.0010040073341626525 0.0013372987436659405 0.00098125461735803598 0.00035679759275095136 0.00089879400516841926 0.0011804159539980379 0.00037072016118814817 -3.007918819206846e-05 0.0013769105709845722 0.0011662048890310175
leaf_weight=1054 83 41 28 45 74 29 21 22 20 41 61 58 128 111 30 25 241 26 23 22 21 471 29 49 20 226 22 24 48 28
leaf_count=1054 83 41 28 45 74 29 21 22 20 41 61 58 128 111 30 25 241 26 23 22 21 471 29 49 20 226 22 24 48 28
internal_value=0 0.000732765 0.00131044 0.00132889 0.00100306 0.000608321 0.00133836 0.000688534 0.00077479 0.00127091 0.000908229 0.00138518 0.00069495 0.00128633 0.00122427 0.00133614 0.00137451 0.000647935 0.000357858 0.000788713 0.00128516 0.00135097 0.00118811 0.00048152 0.00110556 0.00125553 0.000275264 0.000161607 0.00121484 0.00139614
internal_weight=0 590 2531 2420 186 404 2375 306 216 973 111 1402 174 932 415 517 1344 154 98 83 262 496 112 90 42 385 75 46 274 1082
internal_count=3121 590 2531 2420 186 404 2375 306 216 973 111 1402 174 932 415 517 1344 154 98 83 262 496 112 90 42 385 75 46 274 1082
is_linear=0
shrinkage=0.00196078


Tree=3431
num_leaves=31
num_cat=0
split_feature=1 155 1 1348 10 157 15 160 3 51 50 3 475 160 0 43 1 4 43 131 4 2 3 15 3 1212 1212 1213 402 13
split_gain=0.711561 0.24991 0.169866 0.16212 0.13434 0.133647 0.174814 0.150557 0.132979 0.188601 0.135027 0.119052 0.155761 0.133026 0.122309 0.298895 0.16637 0.151641 0.131723 0.233005 0.174308 0.270077 0.235658 0.19813 0.219008 0.16246 0.387622 0.184299 0.209208 0.216372
threshold=0.098420000000000021 0.084785000000000013 0.16773500000000005 0.092395000000000019 -0.012544999999999999 -0.095909999999999981 -0.077219999999999983 -0.076689999999999994 0.149315 0.086310000000000012 0.11720500000000002 0.090900000000000009 -0.028204999999999997 -0.059339999999999997 0.041630000000000007 -0.071629999999999985 0.081670000000000006 -0.17966999999999997 0.0016850000000000001 0.023795 -0.080584999999999976 0.089885000000000007 -0.082404999999999992 -0.11033999999999998 -0.080484999999999987 -0.014129999999999998 -0.082209999999999991 0.12389500000000002 0.10999000000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 -2 7 -7 9 -8 -11 14 -13 -14 17 -16 -17 -6 25 20 22 -22 -20 -23 -25 26 -19 28 -27 -30
right_child=1 -3 -4 -5 11 6 8 -9 -10 10 -12 12 13 -15 15 16 -18 18 19 -21 21 23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0017571864183992148 -0.0023648772807791829 0.010521098060951549 -0.0033144495763775452 -0.0030316438928077172 0.018265097299590707 0.0079626201838694233 0.0075504097234066472 0.00360740343305132 0.00226842190420618 0.020996566957328471 0.0093764679692685607 -0.0017425518771190019 0.014769344847826733 0.0055015271501931348 -0.001270519270716856 0.0066818791106925349 0.017681706477305853 0.010874402756267002 0.0063471710662646539 0.017706544786367729 0.01203166843943989 0.014328108951449396 -0.0062408977840095765 -0.003846369463950396 0.0063146629601085026 0.0096465673223537843 0.025781292335263325 0.01573063287748179 -0.0043693469244648116 0.0095024073132030356
leaf_weight=24 20 98 23 22 20 106 169 316 34 20 20 21 21 59 36 44 20 103 58 23 124 25 20 25 140 1416 21 48 22 23
leaf_count=24 20 98 23 22 20 106 169 316 34 20 20 21 21 59 36 44 20 103 58 23 124 25 20 25 140 1416 21 48 22 23
internal_value=0 0.0057795 0.00514296 0.00541809 0.00919958 0.00568947 0.0059317 0.00470137 0.00806834 0.00901187 0.0151865 0.0092783 0.0059223 0.00793433 0.00943464 0.00601898 0.0101193 0.00959981 0.00951519 0.00792432 0.00735036 0.00840135 0.00311946 0.00603209 0.00477511 0.00991948 0.013399 0.00963356 0.00943324 0.00272066
internal_weight=0 828 730 707 2293 685 665 422 243 209 40 2269 101 80 2168 100 64 2068 2048 415 392 314 78 190 165 1633 124 1509 1461 45
internal_count=3121 828 730 707 2293 685 665 422 243 209 40 2269 101 80 2168 100 64 2068 2048 415 392 314 78 190 165 1633 124 1509 1461 45
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 44 14 4 2 3 4 0 150 0 16 3 1 0 475 4 47 15 3 13 0 15 3 49
split_gain=67.4579 10.4417 6.64324 5.91527 3.86814 3.67236 2.06707 1.93651 1.82972 1.73882 1.52608 1.41831 1.14507 1.35572 1.29493 1.25314 0.892115 0.885782 0.906671 0.881652 0.82485 0.775641 0.712786 0.712455 0.709527 0.549003 0.514003 0.50982 0.486944 0.486522
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.09253500000000002 0.094585000000000016 0.062655000000000016 0.40473500000000007 0.14960000000000004 0.31370500000000007 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.054549999999999994 0.076840000000000006 0.13075500000000004 -0.085669999999999982 -0.066784999999999983 -0.55119499999999988 0.090100000000000013 -0.41942499999999994 0.10732000000000001 -0.075974999999999987 -0.10474999999999998 -0.008624999999999999 -0.012939999999999998 0.12497000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 8 -5 11 12 -6 20 17 13 27 15 -14 -17 18 -4 -15 -7 -21 -3 -13 25 -22 -25 -1 -20 -27
right_child=1 2 7 6 9 10 -8 -9 -10 -11 -12 23 14 19 -16 16 -18 -19 28 21 24 -23 -24 26 -26 29 -28 -29 -30 -31
leaf_value=0.0016078047474444497 0.0017017870067476152 0.00091936532939496855 0.00097808461873071114 0.0016229630908751571 0.0015957523457288281 0.0018182709935302191 0.0010230573249584859 0.0012540730277537874 0.0020567387978590933 0.0010452348866737357 0.0011049394098252374 0.00061836779422406248 0.0021204531971925227 0.0018437741542505119 0.0011854133879144987 0.0016921055353628606 0.001344188880797221 0.0010069459830324154 0.00068698175809405284 0.0021022976562698375 0.0017310245995428046 0.0017380985610585401 0.0012356907384944897 0.00046819563516799142 0.0012272168300213816 0.0015694738504587625 2.3653784244065629e-05 0.0012243900323907536 0.00040911606255144081 0.0012914333500633572
leaf_weight=40 74 190 29 34 71 55 63 22 79 32 26 39 21 548 24 121 37 39 67 23 75 999 32 20 23 233 20 20 38 27
leaf_count=40 74 190 29 34 71 55 63 22 79 32 26 39 21 548 24 121 37 39 67 23 75 999 32 20 23 233 20 20 38 27
internal_value=0 0.00100691 0.000921068 0.00170785 0.00111067 0.00172743 0.00123333 0.000696177 0.00176456 0.00142472 0.0015657 0.000647472 0.00175197 0.00176926 0.0016131 0.00167044 0.00161063 0.000746876 0.000671184 0.00178032 0.00159471 0.00174629 0.000964962 0.000429789 0.00156036 0.00158323 0.000245925 0.00148 0.000586421 0.0015406
internal_weight=0 673 599 2448 325 2351 97 274 1912 103 439 252 1833 1630 203 179 158 173 134 1570 413 1022 222 79 358 335 40 60 105 260
internal_count=3121 673 599 2448 325 2351 97 274 1912 103 439 252 1833 1630 203 179 158 173 134 1570 413 1022 222 79 358 335 40 60 105 260
is_linear=0
shrinkage=0.00196078


Tree=3433
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 1 2 47 457 47 2 4 4 0 2 14 3 16 1 1 0 12 12 4 160
split_gain=57.5616 9.60412 5.08759 4.70082 4.26724 2.89278 1.72108 1.71739 1.31977 1.28124 1.02322 1.55224 0.829368 0.809627 0.768906 0.739751 0.623685 0.605018 0.693039 0.58783 0.688015 0.619144 0.694157 0.569847 0.553295 0.851074 0.561992 0.504398 0.791278 0.675613
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.089770000000000016 0.090425000000000019 0.12958500000000003 0.080930000000000016 1.0000000180025095e-35 -0.0091949999999999983 0.053180000000000012 0.41555500000000006 -0.062294999999999996 0.14019000000000004 -0.46413499999999996 0.088060000000000013 -0.50992999999999988 0.16540500000000002 0.082005000000000008 -0.010949999999999998 0.092200000000000018 0.09141500000000001 -0.51843499999999987 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 -6 10 -5 13 27 15 23 16 19 -12 24 18 -16 20 -3 22 -22 -4 25 26 -7 28 -1 -29
right_child=1 2 12 8 6 9 -8 -9 -10 -11 11 -13 -14 -15 17 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0018403437736432869 0.0014014518404676601 0.00095825567980663002 0.00036797820678933173 0.0012708372505211981 0.0012335906565245016 0.0016022672689390816 0.00073515228199495808 0.0017233832509586562 0.00079148466499691025 0.00084040010008022616 0.0010220694783614522 0.00083040429655548251 0.00074333719836146219 0.00093761729437924826 0.0011350935323767117 0.001388496766779937 0.0011963202413619136 0.00054205525405600632 0.0006673743974427883 0.00029764001233369304 0.00080220302211622078 0.00071914986972176518 0.00041323511205296811 2.6747881917950303e-05 0.0015061407869072843 0.0010238868950285026 0.0013132174752648897 0.0011970479622325926 0.001456228018414514 0.001420377150134463
leaf_weight=21 74 21 130 34 84 31 39 76 63 26 23 23 20 24 29 268 133 21 21 24 22 77 89 22 73 34 156 65 1136 262
leaf_count=21 74 21 130 34 84 31 39 76 63 26 23 23 20 24 29 268 133 21 21 24 22 77 89 22 73 34 156 65 1136 262
internal_value=0 0.000735031 0.000652702 0.00138252 0.000767391 0.00139997 0.00107555 0.00143467 0.000959505 0.00126364 0.00142247 0.00132078 0.000367979 0.00128804 0.000642709 0.00135954 0.00130774 0.000821348 0.000938651 0.000588273 0.000621647 0.000584048 0.000490328 0.00031859 0.00135814 0.00130925 0.00136113 0.00144398 0.0014632 0.00137598
internal_weight=0 673 599 2448 427 2351 123 1874 97 477 1798 314 172 451 304 291 427 71 50 233 209 188 111 152 294 221 187 1484 1157 327
internal_count=3121 673 599 2448 427 2351 123 1874 97 477 1798 314 172 451 304 291 427 71 50 233 209 188 111 152 294 221 187 1484 1157 327
is_linear=0
shrinkage=0.00196078


Tree=3434
num_leaves=31
num_cat=0
split_feature=1 3 123 48 132 48 0 2 132 9 0 4 40 43 13 16 124 374 0 12 16 1373 1373 52 3 49 16 16 42 129
split_gain=1.00702 0.251586 0.210646 0.16086 0.167314 0.196649 0.154551 0.150598 0.161892 0.150489 0.140595 0.160588 0.14053 0.18669 0.140717 0.129428 0.127499 0.122729 0.1114 0.139421 0.155516 0.107348 0.210187 0.0978159 0.096194 0.0957552 0.116671 0.141996 0.111819 0.134274
threshold=0.10337500000000001 0.31299000000000005 0.083805000000000004 0.14174500000000004 0.078465000000000021 0.10990500000000002 0.22582000000000002 0.14285500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10474999999999998 0.50500500000000004 -0.063404999999999989 -0.070064999999999975 -0.0075049999999999987 -0.25582999999999995 -0.076779999999999987 0.086450000000000013 -0.22491999999999998 0.092465000000000006 0.052820000000000013 0.086880000000000013 0.078175000000000008 -0.090114999999999987 0.048265000000000009 0.12497000000000001 -0.004174999999999999 0.51222500000000004 -0.11466499999999999 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 16 8 -2 -10 15 -12 13 14 17 -3 23 -4 -11 20 24 22 25 -1 -20 28 -27 -28 -18 -30
right_child=1 10 12 -5 -6 -7 -8 -9 9 18 11 -13 -14 -15 -16 -17 21 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.012267572619468691 0.00069072542944923051 0.00080111154432718963 0.0073981484432485622 0.0013248931165904768 0.0029535036735151982 0.016843838013257041 0.0021060320415667126 0.0018667280111975713 0.0018292751973647337 0.0048625376137594392 0.0029926055576652288 -0.0089262345700990408 -0.0038445751834660772 0.01404846570454538 -0.0034119129251769702 0.0094713324726784995 0.01381464001717302 -0.001513237189501524 0.0083035915794714196 0.00927695637270156 0.019652263044639875 0.0051179094376493598 0.021156714204698803 0.0050258807310566422 0.015907337716115372 0.013965680487453939 0.0011313855461776259 0.01138390766043978 0.01099113417381894 0.0073352883451284386
leaf_weight=26 20 36 68 31 44 33 21 29 21 30 26 20 20 20 23 33 131 20 41 141 34 32 20 66 28 20 35 22 1924 106
leaf_count=26 20 36 68 31 44 33 21 29 21 30 26 20 20 20 23 33 131 20 41 141 34 32 20 66 28 20 35 22 1924 106
internal_value=0 0.00637923 0.00719669 0.00827698 0.00878889 0.00946994 0.0106473 0.00876256 0.00939742 0.0099877 0.00209284 -0.0021895 0.003963 0.005155 0.00355257 0.00494774 0.0107226 0.00537283 0.010613 0.01132 0.0141168 0.0108692 0.0109507 0.00707245 0.0113892 0.0108595 0.00739426 0.0050885 0.010983 0.0108002
internal_weight=0 718 603 452 421 377 2403 344 315 295 115 46 151 131 111 69 2382 88 274 244 103 2290 2258 92 69 2238 77 57 2161 2030
internal_count=3121 718 603 452 421 377 2403 344 315 295 115 46 151 131 111 69 2382 88 274 244 103 2290 2258 92 69 2238 77 57 2161 2030
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 2 2 4 2 0 12 41 47 4 16 132 1 39 52 2 3 3 49 3 3 31 41 4
split_gain=38.2973 4.93865 4.31861 2.63187 2.57344 2.10631 1.45552 1.29538 1.49365 1.26352 1.00595 0.939556 0.766007 0.703644 0.688537 0.637187 0.77339 0.601574 0.699469 0.584408 0.571951 0.886375 0.913263 0.560107 0.532401 0.525551 0.661312 0.516686 0.462678 0.452608
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.042705000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.11389000000000002 -0.07929499999999999 0.13597000000000004 0.075585000000000013 0.077555000000000013 0.27834500000000006 -0.10850999999999998 0.088890000000000011 0.15799000000000005 0.10226500000000001 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 -0.15713499999999997 -0.012034999999999999 0.149315 -0.017889999999999996 -0.077289999999999984 0.088180000000000008 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 24 7 11 27 -9 -5 14 13 23 -4 29 16 -8 18 -7 25 21 22 -11 -13 -2 26 -10 -3 -15 -1
right_child=1 5 6 9 -6 17 15 8 19 20 -12 12 -14 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013404678730132668 0.0008719867371095746 0.00063324881292655105 0.0013418109764179158 0.0012727411080518199 0.00069072021517365149 0.00036728637422469846 0.0012806894493942597 0.0010826995058887813 0.00050898072997631596 0.00076738226778700703 0.00082345634703848136 0.0014324178698560482 0.00091428712521697964 0.0017270428330592156 0.0015242095618324485 0.00083621056084316758 0.0010514573445277668 0.00061558665801395441 -6.0915248651130531e-05 0.00037955022119271479 0.0011252201220238198 0.00059940463340378059 0.0012081168847633344 0.0012489396614627716 0.0012249661617470113 0.00054561177986138347 0.00088062937771099384 0.00033493431399808546 0.0013445188010147973 0.001137887825641562
leaf_weight=69 20 41 1184 31 74 55 147 42 24 51 22 73 24 31 33 21 92 23 20 23 23 55 28 517 92 48 79 49 20 110
leaf_count=69 20 41 1184 31 74 55 147 42 24 51 22 73 24 31 33 21 92 23 20 23 23 55 28 517 92 48 79 49 20 110
internal_value=0 0.000710074 0.00126481 0.00108375 0.000974462 0.00058835 0.00130104 0.000668473 0.000750822 0.00091099 0.00122254 0.00132036 0.00125767 0.00135152 0.00126396 0.00116368 0.00119245 0.000338173 0.000253099 0.000670714 0.000839561 0.00079053 0.000923592 0.00127164 0.00116193 0.000715064 0.000794032 0.000470833 0.00157703 0.00121598
internal_weight=0 590 2531 422 186 404 2109 306 216 188 234 1849 614 1235 212 260 239 98 75 174 157 134 79 590 112 151 103 90 51 179
internal_count=3121 590 2531 422 186 404 2109 306 216 188 234 1849 614 1235 212 260 239 98 75 174 157 134 79 590 112 151 103 90 51 179
is_linear=0
shrinkage=0.00196078


Tree=3436
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 2 2 1 2 2 4 16 2 160 3 47 12 4 160 475 0 4 131 2 4 52
split_gain=54.5165 8.44999 5.48757 5.07141 3.28876 2.50632 1.56556 1.49473 1.48843 1.44115 1.30888 0.987016 1.39555 0.976033 1.1416 0.931594 0.659485 0.629531 0.576388 0.500071 0.484264 0.645615 0.567783 0.476243 0.459848 0.43467 0.430481 0.748023 0.424901 0.411962
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.089625000000000024 0.090425000000000019 0.14285500000000004 0.27834500000000006 -0.52595999999999987 -0.0091949999999999983 -0.067824999999999983 -0.0025099999999999996 0.090100000000000013 0.09141500000000001 -0.51843499999999987 -0.025879999999999997 -0.082014999999999991 -0.077809999999999976 -0.011884999999999998 0.082750000000000004 0.31358000000000003 -0.036839999999999991 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 8 13 -5 11 15 -6 20 16 14 -4 -7 -13 -16 -19 -3 21 -1 24 -17 -22 -24 27 -15 -2 -25
right_child=1 2 6 7 10 9 -8 -9 -10 -11 -12 12 -14 26 17 23 -18 18 -20 -21 22 -23 25 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0018890194114850683 0.0015775534391305804 0.00076169762321354249 0.00089033911104865148 0.0013459232740921513 0.001355040012652168 0.00098011307272256594 0.00094980091445208143 0.00084791982088150821 0.0017882512296070378 0.0010092060024204693 0.00082118172335096228 0.0011265033492397671 0.00094406767625231471 0.00039703721781321618 0.00078140273055050577 0.0016015224622440258 0.0014721809728976156 0.00058241563803732184 0.00024742049795082384 0.001020104410567223 0.0014087408858966203 0.0015420414516689215 0.0015439952654851148 0.0016638832962980457 0.0010514084775658213 0.0013450836418923563 0.00060797987231875166 -4.1755869911581858e-05 0.0012580219096218061 0.0013746305559912968
leaf_weight=21 48 188 39 37 76 20 34 62 76 41 23 23 23 59 23 46 274 39 40 34 45 1131 208 20 20 53 20 20 24 354
leaf_count=21 48 188 39 37 76 20 34 62 76 41 23 23 23 59 23 46 274 39 40 34 45 1131 208 20 20 53 20 20 24 354
internal_value=0 0.000836608 0.000759836 0.00146879 0.00093381 0.00148706 0.00055602 0.00103404 0.00151947 0.0013608 0.00123101 0.00150811 0.00140938 0.000500234 0.000605011 0.00139357 0.00144541 0.000495915 0.000412798 0.000801273 0.00152949 0.00154837 0.00146277 0.00141325 0.00129879 0.0015036 0.000351007 0.00028595 0.00147104 0.0013901
internal_weight=0 667 595 2454 321 2355 274 99 1874 481 99 1798 320 240 141 440 297 102 79 222 1478 1152 326 420 65 261 99 79 72 374
internal_count=3121 667 595 2454 321 2355 274 99 1874 481 99 1798 320 240 141 440 297 102 79 222 1478 1152 326 420 65 261 99 79 72 374
is_linear=0
shrinkage=0.00196078


Tree=3437
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 13 4 2 2 14 4 50 0 2 4 12 12 2 4 3 133 1 15 14 16 1 4 16
split_gain=54.6613 6.40764 6.05584 5.27156 3.4683 2.34892 2.01982 1.53468 1.38537 1.28047 1.19365 1.14345 1.01926 0.958438 0.95369 0.879892 0.790941 0.769563 0.63885 0.606036 0.807756 0.710525 0.578179 0.577476 0.540053 0.522088 0.541315 0.491134 0.437635 0.421862
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.27044500000000005 0.095330000000000012 -0.00051499999999999994 -0.15464999999999998 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.022185000000000003 0.041865000000000006 -0.23194499999999998 0.10467500000000002 -0.029144999999999997 0.093965000000000007 0.13597000000000004 0.098035000000000011 -0.064054999999999987 0.013900000000000001 -1.0000000180025095e-35 0.12040000000000002 -0.081924999999999984 -0.46166999999999997 -0.008904999999999998 0.11323000000000001 0.033845000000000007 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 14 17 11 -6 -9 23 -11 28 18 24 -1 -10 -12 -5 -8 20 -16 -22 -18 -2 -3 -24 27 -27 -4 -21
right_child=1 13 6 5 7 -7 12 8 15 10 16 -13 -14 -15 19 -17 22 -19 -20 29 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016590289147354915 0.00063088947631282689 0.00024033252483388068 0.0013788315464277889 0.001495280304887131 0.0007158958008784698 0.0006499569478765156 0.0013035983944089987 0.001397770761876891 0.0010623616439287735 0.0010264273482950075 0.00093811496858503302 0.0016782930214851658 0.0010768037569799192 0.00055895603018405002 0.001490905122384766 0.00067788257092804647 0.00025108241855039022 0.0011001160990828263 0.00099700060816539093 0.0012961004211121247 0.0013116219683605081 0.00086622762569035241 0.00086394872326476895 0.00029734839614570328 -9.705997384122872e-05 0.00082059172876909657 0.0002669974741544209 0.00050968910888338291 0.001267948913050602 0.00095434963951686357
leaf_weight=22 29 76 1373 24 88 44 391 33 70 32 25 47 118 30 52 34 20 90 28 21 40 21 25 64 24 30 21 56 152 41
leaf_count=22 29 76 1373 24 88 44 391 33 70 32 25 47 118 30 52 34 20 90 28 21 40 21 25 64 24 30 21 56 152 41
internal_value=0 0.000635953 0.00129869 0.000744582 0.00108428 0.00103478 0.0013416 0.000917949 0.00104774 0.000592756 0.000677924 0.00137706 0.00123778 0.000251573 0.00127425 0.000936667 0.000614918 0.00118331 0.00128311 0.00122588 0.00131135 0.00115829 0.000561761 0.000401356 0.000159358 0.000608833 0.000549227 0.000618144 0.00136778 0.0010701
internal_weight=0 590 2531 460 422 158 2109 225 137 302 209 1572 537 130 197 104 177 114 419 175 113 61 152 93 100 132 107 86 1525 62
internal_count=3121 590 2531 460 422 158 2109 225 137 302 209 1572 537 130 197 104 177 114 419 175 113 61 152 93 100 132 107 86 1525 62
is_linear=0
shrinkage=0.00196078


Tree=3438
num_leaves=31
num_cat=0
split_feature=1 3 0 4 2 12 14 39 3 456 9 3 123 14 39 4 4 0 4 12 1 4 42 151 52 52 3 4 1 2
split_gain=1.46955 0.353284 0.222282 0.188235 0.182419 0.171609 0.197676 0.181886 0.204462 0.165243 0.161536 0.159712 0.151784 0.141937 0.140627 0.134636 0.131587 0.236642 0.215881 0.135268 0.151114 0.163304 0.134662 0.130479 0.142152 0.169747 0.16418 0.156719 0.130279 0.323482
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 0.40124500000000002 0.095545000000000005 -0.10022999999999999 -0.073114999999999986 0.096625000000000016 0.31534000000000006 0.090345000000000009 -1.0000000180025095e-35 0.42240500000000009 0.084025000000000016 0.076975000000000002 0.10076500000000001 -0.036839999999999991 -0.49013999999999996 -0.030209999999999997 -0.14098499999999997 0.09202500000000001 0.095695000000000016 0.053925000000000008 0.085935000000000025 0.015440000000000001 -0.063789999999999986 -1.0000000180025095e-35 0.13524500000000003 0.40945500000000007 0.077565000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 5 4 13 6 -3 8 9 10 -7 -8 14 28 16 -2 -6 19 -19 20 21 22 -18 24 -12 -26 27 -27 -1 -30
right_child=1 2 -4 -5 12 7 11 -9 -10 -11 23 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.013650222646527939 0.013942403421204196 0.017926995642483234 -0.00426181989411513 0.0034119901501319626 0.016157631024543661 0.0012040118173021696 0.012772040008364814 0.00077277725255386768 -0.00082168091937680459 -0.00067465543625471391 0.0065731613280681465 0.00098731543909272431 0.0043919030637029682 0.017597323553234956 0.0039134076745856719 0.0089431077885013584 0.024689933561509655 0.0097649557148351482 -0.003070590361021459 0.011029478445521807 0.0078502403339371085 0.012181454584656009 0.014591002889463437 0.0035923167956726891 0.020558720720665797 0.019841712379870428 0.0025858489936217664 0.0096152473062752417 0.012426044731827544 0.0027537130146614605
leaf_weight=1138 76 25 21 22 64 29 23 69 34 23 65 23 31 71 23 185 31 38 20 309 24 44 23 35 21 22 20 47 528 37
leaf_count=1138 76 25 21 22 64 29 23 69 34 23 65 23 31 71 23 185 31 38 20 309 24 44 23 35 21 22 20 47 528 37
internal_value=0 0.00746364 0.0057873 0.0126195 0.0127046 0.00627132 0.0107696 0.00539631 0.0064741 0.00742088 0.00819995 0.00687968 0.0112082 0.0132166 0.0115751 0.0103988 0.0118937 0.0113357 0.00533891 0.0121426 0.0149621 0.0167037 0.0203885 0.00916605 0.0102808 0.0124717 0.0105635 0.0128759 0.0130339 0.0117926
internal_weight=0 718 457 2403 2381 436 71 365 296 262 239 46 607 1774 576 261 553 489 58 431 122 98 54 210 175 110 89 69 1703 565
internal_count=3121 718 457 2403 2381 436 71 365 296 262 239 46 607 1774 576 261 553 489 58 431 122 98 54 210 175 110 89 69 1703 565
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=31
num_cat=0
split_feature=1 3 0 4 3 3 16 4 51 40 16 1446 12 4 51 51 13 43 1213 1212 0 43 42 9 43 2 12 43 42 40
split_gain=1.19041 0.280971 0.184543 0.155463 0.147439 0.169297 0.142595 0.210086 0.141605 0.209836 0.152372 0.271786 0.306138 0.291665 0.327758 0.275647 0.148236 0.155532 0.162957 0.206643 0.184626 0.139866 0.147088 0.134547 0.159185 0.214453 0.22339 0.146739 0.174496 0.171844
threshold=0.10312500000000001 -0.065229999999999996 0.089620000000000019 0.042705000000000007 0.10299500000000002 0.12745000000000004 -0.43320999999999993 0.40124500000000002 -0.13782999999999998 -0.083394999999999983 0.0065250000000000004 0.087090000000000015 0.099815000000000015 -0.46376499999999993 -0.089344999999999994 -0.016074999999999996 0.0049450000000000006 -0.43469499999999994 -0.066379999999999981 0.055770000000000007 -0.081094999999999987 -0.11008499999999999 0.096035000000000023 0.099965000000000012 -0.05647499999999999 0.116525 -0.040564999999999997 -0.081944999999999976 0.095185000000000006 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 23 4 8 -6 7 -5 -1 -10 16 12 13 -12 -15 -16 -11 -18 -19 20 -20 -17 -23 24 27 26 -26 29 -29 -3
right_child=1 2 -4 6 5 -7 -8 -9 9 10 11 -13 -14 14 15 21 17 18 19 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.015309957571179523 0.009524320105766329 0.0011475131715623997 -0.0035836627876216715 0.014251492122596292 0.0002873808223133286 0.012432071971918712 0.0078815169956545691 0.0029540249984711408 0.0034597429597089373 0.012575712729042846 0.018248062117749621 -0.0014644966460764409 0.0017198710881971887 -0.0021482975268736484 0.018499476830696776 0.014633551273436752 0.014183507623608439 0.015458375219255686 0.014672260597404658 -0.0021895649070343515 0.0056779890535147608 0.0060908570782938869 0.014161829560481268 -0.0020314195725534643 0.020284753696372115 0.0052783949355907217 0.0088656229052131857 -0.0040651576755044517 0.0057583612530972021 0.0097025389383646656
leaf_weight=110 244 39 22 93 24 22 220 20 31 1318 54 20 35 20 42 40 57 25 33 22 74 102 29 21 21 158 93 40 33 59
leaf_count=110 244 39 22 93 24 22 220 20 31 1318 54 20 35 20 42 40 57 25 33 22 74 102 29 21 21 158 93 40 33 59
internal_value=0 0.00675551 0.00536541 0.0113692 0.0116935 0.00609571 0.00936457 0.0122519 0.0118215 0.0116197 0.0117549 0.00984683 0.0105494 0.0116262 0.0100915 0.0112408 0.0121817 0.00972088 0.00806912 0.0066371 0.00845192 0.00945791 0.00787756 0.00578972 0.00616048 0.00766349 0.0109691 0.00376972 0.000375611 0.00629799
internal_weight=0 730 486 2391 2058 46 333 113 2012 1902 1871 342 322 287 233 213 1529 211 154 129 107 171 131 464 443 272 114 171 73 98
internal_count=3121 730 486 2391 2058 46 333 113 2012 1902 1871 342 322 287 233 213 1529 211 154 129 107 171 131 464 443 272 114 171 73 98
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=31
num_cat=0
split_feature=4 3 2 2 123 44 52 457 13 1375 16 1416 16 2 402 0 1446 15 0 0 52 13 1211 0 475 15 43 43 0 4
split_gain=0.981659 0.354633 0.262395 0.179746 0.174361 0.166828 0.139437 0.127484 0.124315 0.183112 0.160142 0.160623 0.141721 0.137449 0.137302 0.23967 0.172736 0.155003 0.150956 0.455942 0.164524 0.131212 0.219906 0.219305 0.197655 0.188848 0.182465 0.364034 0.190255 0.248341
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.12492500000000002 -0.15747999999999998 -0.082759999999999986 -0.082349999999999993 -0.083539999999999989 1.0000000180025095e-35 -0.082404999999999992 0.084550000000000014 0.094750000000000015 -0.074824999999999989 0.11483500000000001 0.087825000000000014 -0.14920999999999998 -0.10836499999999999 -0.063789999999999986 -0.087404999999999997 0.087635000000000005 -0.082284999999999983 -0.085774999999999976 0.098485000000000017 0.10915000000000001 0.016310000000000002 -0.087184999999999985 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 -2 -1 21 -10 13 12 -12 -11 16 17 18 -16 20 -20 -14 22 25 24 -23 26 27 28 29 -9
right_child=3 -3 -4 -5 -6 -7 -8 8 9 10 11 -13 14 -15 15 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026987567755647683 0.0043483666850289877 0.0030773418977529418 -0.00054029031332744214 -0.0039771047925266124 0.0068272771172852202 0.016708651599587825 0.011487169548248251 0.019652508183254772 0.0022597173769627848 0.014282281376113782 0.0023899718219863959 0.017094896329325381 0.0090965775506837033 0.010408713892409754 0.0045123082854843233 0.019543736233188409 -5.2721891552209858e-05 0.015021332411561162 -0.0028544973101346724 0.0094542266165462407 0.021769640818238262 0.0044974686662581842 0.018111610581763672 0.018891654086901861 0.01270101266528989 0.017670246077558169 0.014670550672377906 -0.0012310300757618327 0.0062366706148136112 0.0094771302621460204
leaf_weight=22 311 74 23 24 146 41 30 31 31 140 29 27 21 265 32 36 20 25 31 1030 20 33 32 51 267 26 46 38 113 106
leaf_count=22 311 74 23 24 146 41 30 31 31 140 29 27 21 265 32 36 20 25 31 1030 20 33 32 51 267 26 46 38 113 106
internal_value=0 0.00990645 0.0100949 0.00438769 0.0101869 0.010382 0.00497641 0.0102771 0.0103452 0.00987521 0.0100161 0.00946428 0.00929867 0.0117477 0.00946357 0.0131559 0.00915751 0.00912153 0.00932467 0.00909459 0.0152786 0.0114249 0.0101674 0.0128292 0.0117986 0.00946122 0.0088222 0.00788808 0.00927419 0.0117796
internal_weight=0 2756 2682 365 2659 2513 341 2472 2450 1707 1676 1271 1244 405 1215 93 1122 57 1102 1061 41 743 392 351 300 360 334 288 250 137
internal_count=3121 2756 2682 365 2659 2513 341 2472 2450 1707 1676 1271 1244 405 1215 93 1122 57 1102 1061 41 743 392 351 300 360 334 288 250 137
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 14 1 15 1 1 47 50 0 49 15 4 457 1 0 52 4 48 43 15 15 131 15
split_gain=54.1561 9.55674 5.18791 4.48234 3.33936 2.71757 2.03714 1.76831 1.4129 1.2527 1.15509 1.05417 0.989765 0.935551 0.809128 0.790185 0.770625 0.712254 0.70093 0.724828 0.807894 0.929843 0.613161 0.670022 0.558925 0.489071 0.426458 0.423953 0.415738 0.414726
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.089410000000000003 0.092120000000000021 0.40473500000000007 0.14960000000000004 0.062655000000000016 0.077845000000000011 -0.24436499999999997 0.086920000000000011 0.12958500000000003 0.090100000000000013 0.041865000000000006 -0.095504999999999993 -0.054984999999999992 -0.095869999999999983 0.04735000000000001 0.080930000000000016 1.0000000180025095e-35 -0.030209999999999997 0.0031350000000000002 0.24564500000000003 0.11619500000000001 -0.080324999999999994 -0.081924999999999984 0.040760000000000005 0.09055500000000001 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 10 8 16 18 11 -5 12 -1 -3 29 26 17 -6 -13 19 20 21 -7 23 -20 -15 -11 -4 -22 -2 -12
right_child=1 2 14 9 6 7 -8 -9 -10 25 13 15 -14 24 -16 -17 -18 -19 22 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015272854376307372 0.0015690719455848507 0.00075638150819054583 0.0003788678945542935 0.0013734377023218725 0.00093269554569440729 0.0014321666935166084 0.00075430771677942408 0.00086194197766673866 0.0017967946700172134 0.00098886491702057482 0.00069244959875865912 0.0014388012420646951 0.00042179890850791639 0.0012542087996707241 0.00067406694715221719 0.0014468798659790577 0.0013705433540759477 0.0010164978821582515 0.0012633075745979991 0.0011226072532483954 0.0015160643543098487 0.0011514190725945667 0.0014112851219606234 0.00088429763288952663 0.00087034409077895456 0.00062277384686703773 7.9051287786949896e-05 0.0018002181888146077 0.001249301739023756 0.00094560920193103356
leaf_weight=1077 54 69 76 28 20 355 44 26 62 47 126 28 67 25 30 360 68 34 97 30 80 52 85 22 35 20 24 27 22 31
leaf_count=1077 54 69 76 28 20 355 44 26 62 47 126 28 67 25 30 360 68 34 97 30 80 52 85 22 35 20 24 27 22 31
internal_value=0 0.000820548 0.000739487 0.00144265 0.000832724 0.00145963 0.00109879 0.00136463 0.00150673 0.00102514 0.000733231 0.00149474 0.00059155 0.000822027 0.00039164 0.00141167 0.00127103 0.00120722 0.00138211 0.00141886 0.00143616 0.0013963 0.00128409 0.00119324 0.00103029 0.000879584 0.000306912 0.00158777 0.00147651 0.000742437
internal_weight=0 691 615 2430 485 2335 132 774 1561 95 353 1499 136 217 130 422 88 62 748 544 514 407 204 119 60 67 100 107 76 157
internal_count=3121 691 615 2430 485 2335 132 774 1561 95 353 1499 136 217 130 422 88 62 748 544 514 407 204 119 60 67 100 107 76 157
is_linear=0
shrinkage=0.00196078


Tree=3442
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 1 11 1 4 48 11 39 3 3 0 49 0 15 132 1 43 40 15 52
split_gain=46.9227 5.7024 4.63129 3.30817 3.09593 2.5653 1.97843 1.46916 1.51142 1.40442 1.37438 0.893624 0.881663 1.28347 1.61888 0.892356 0.676949 0.612289 0.687315 0.908557 0.58518 0.571867 0.548691 0.543901 0.537098 0.62634 0.485586 0.477418 0.470781 0.489476
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14753000000000002 0.089775000000000008 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.14122000000000004 0.090540000000000023 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090225000000000014 1.0000000180025095e-35 0.098905000000000007 0.149315 -0.017889999999999996 -0.22491999999999998 -0.012034999999999999 -0.073309999999999986 0.092145000000000019 0.088890000000000011 0.15799000000000005 -0.04890499999999999 -0.077474999999999988 0.040760000000000005 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 6 7 11 27 -9 -4 12 16 13 -8 -15 -16 -1 18 19 -10 -21 -2 -13 -24 25 -7 -22 -3 29 -14
right_child=1 5 9 -5 -6 24 10 8 17 -11 -12 22 28 14 15 -17 -18 -19 -20 20 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014333280241207763 0.00092830694280564784 0.0006286054919272103 0.0012864719900155424 0.00069454563479321731 0.0008546587825835984 0.00035293291090471329 0.001324673694823738 0.0011113248699380347 0.00049865044350120517 0.0008080009022626342 0.000954527210841505 0.0013628827372482162 0.0015136221045561034 0.0013670644998884335 0.00049650786006275342 0.0010752248462119133 0.0016456448746355965 0.0004254963036596818 0.00055419440105218087 0.00070484052601847713 0.00083084955665410729 0.0012941353883711782 0.000903720626484689 0.0013068417660953271 0.00058739113503112716 -5.2266884595155715e-05 0.0012252818603141636 0.00034270334816322159 0.0017630998644174313 0.0011608519806873563
leaf_weight=1079 20 43 34 74 45 55 754 42 23 77 41 209 62 35 20 21 61 27 48 26 20 92 22 31 23 20 30 47 20 20
leaf_count=1079 20 43 34 74 45 55 754 42 23 77 41 209 62 35 20 21 61 27 48 26 20 92 22 31 23 20 30 47 20 20
internal_value=0 0.000732155 0.00134619 0.00101625 0.00136416 0.000601358 0.00137381 0.00068978 0.00077748 0.00095456 0.00130588 0.00142096 0.00132134 0.00130019 0.00105733 0.000792924 0.00144469 0.000696897 0.000746746 0.000840104 0.000943438 0.00122881 0.0013177 0.00113951 0.000325265 0.00024488 0.00106751 0.000479301 0.00149337 0.00142758
internal_weight=0 590 2531 186 2420 404 2375 306 216 111 973 1402 932 830 76 41 1140 174 147 99 76 112 262 53 98 75 50 90 102 82
internal_count=3121 590 2531 186 2420 404 2375 306 216 111 973 1402 932 830 76 41 1140 174 147 99 76 112 262 53 98 75 50 90 102 82
is_linear=0
shrinkage=0.00196078


Tree=3443
num_leaves=31
num_cat=0
split_feature=1 4 3 0 376 2 10 44 1 0 3 2 376 48 15 3 12 16 52 0 1419 0 49 39 4 43 133 0 160 149
split_gain=1.22537 0.241606 0.208898 0.217897 0.19947 0.238771 0.184647 0.151241 0.179806 0.267784 0.247859 0.153127 0.152336 0.272166 0.13782 0.212695 0.132554 0.13218 0.396579 0.178049 0.151525 0.150647 0.232283 0.145308 0.188867 0.143897 0.141003 0.140635 0.202836 0.130019
threshold=0.10920500000000001 0.27287000000000006 0.11924500000000002 -0.10836499999999999 0.083705000000000016 1.0000000180025095e-35 -0.089679999999999982 1.0000000180025095e-35 0.089625000000000024 -0.13027499999999997 0.099930000000000005 -0.0091949999999999983 0.049360000000000008 0.087380000000000013 -0.56368999999999991 0.42240500000000009 0.092465000000000006 0.19444000000000003 0.070205000000000017 -0.062294999999999996 0.086325000000000013 -0.080499999999999988 0.11843000000000002 0.10076500000000001 -0.51843499999999987 -0.50216499999999986 0.089595000000000022 -0.062764999999999974 -1.0000000180025095e-35 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 5 16 -1 8 17 10 12 -11 13 -10 -3 29 -2 23 19 20 21 -19 26 24 -8 -26 -23 -27 -29 -16
right_child=1 14 3 -5 -6 -7 7 -9 9 11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0017418222129344943 0.017288516217848989 0.010980333339422943 -0.0033352226205170159 0.010548402368798495 0.00090018895879278291 0.0060892240046086961 0.021829639542847876 0.018568305426742881 -0.0054795094739113542 0.0054445474710751408 0.015209145506932623 0.011485775398084704 0.0091933001459030255 0.0076205682009458549 0.0035452159152676663 -0.004158727008411113 0.010050091174052797 0.00013566987517361459 -0.0039567206334322688 0.014332825469353425 0.015847045046658341 0.0096979222617976906 0.017060162825509907 0.0039898747501535001 0.017448524537030607 0.012135839336801228 -0.0011419173995298999 0.0018505063020821774 0.011382658411647477 0.011826608773498309
leaf_weight=20 37 25 20 26 34 128 20 29 35 47 21 391 29 29 195 34 80 26 20 84 22 28 24 22 48 1503 21 33 69 21
leaf_count=20 37 25 20 26 34 128 20 29 35 47 21 391 29 29 195 34 80 26 20 84 22 28 24 22 48 1503 21 33 69 21
internal_value=0 0.00600451 0.0111903 0.00451204 0.00807781 0.00907389 0.0113121 0.0113887 0.0113044 0.00971385 0.00539659 0.0108375 0.00318085 0.000456463 0.00390105 0.00319312 0.0123392 0.0117617 0.0094844 0.0107957 0.00834023 0.00667205 0.00900007 0.012064 0.0121702 0.0120533 0.00505228 0.011892 0.00829873 0.00435035
internal_weight=0 554 2567 46 279 245 2521 2501 2472 552 114 438 93 64 275 250 117 1920 225 205 121 99 73 1695 1673 1653 49 1605 102 216
internal_count=3121 554 2567 46 279 245 2521 2501 2472 552 114 438 93 64 275 250 117 1920 225 205 121 99 73 1695 1673 1653 49 1605 102 216
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=31
num_cat=0
split_feature=1 1429 51 1 157 3 0 10 33 34 2 10 49 40 41 43 12 0 1452 1 2 0 13 0 12 133 12 1429 133 475
split_gain=0.992552 0.209907 0.17254 0.223352 0.171792 0.169207 0.176497 0.149564 0.136845 0.175892 0.197518 0.200123 0.213037 0.17592 0.17504 0.166901 0.162141 0.132654 0.126411 0.130095 0.21282 0.313219 0.206295 0.191413 0.123026 0.187698 0.248706 0.203188 0.178377 0.163574
threshold=0.10920500000000001 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 -0.081749999999999975 0.11924500000000002 -0.10836499999999999 -0.089679999999999982 0.08573500000000002 -0.010024999999999997 0.11448000000000001 0.09820000000000001 -0.012034999999999999 -0.080684999999999993 0.088820000000000024 0.0061450000000000003 0.096990000000000007 0.22582000000000002 0.11727000000000001 0.089625000000000024 0.11293500000000002 -0.14116499999999996 -0.015039999999999998 -0.23091999999999999 0.08598500000000002 0.11269500000000002 0.085885000000000017 0.08401500000000002 0.098785000000000012 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 -7 -1 9 13 11 12 -11 -6 15 -12 -14 18 19 24 21 22 -21 -24 25 26 27 28 29 -9
right_child=1 2 3 -5 8 6 -8 17 -10 10 14 -13 16 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015676398202776908 0.014551317885100921 0.01188125739016173 -0.003666011726653034 -0.0055748768372549905 0.0051954816859215505 -0.0030017003603279593 0.009493562093792627 0.017661573446315269 0.012574184701777994 0.0053395513498357364 0.0043772543136550634 0.0007308929184959693 0.021246104098856453 -0.0067906840090775702 0.012997911178639958 -0.0040909560558457783 0.010166217237045723 0.0025189094584096563 0.017697532839425233 -0.0053890791632944628 0.016696547855363779 0.0096168113279186118 -0.0022276633556678215 0.0087015938005899473 0.010036145953785162 0.0033757060031908066 0.022746147909423427 0.0064752862569806523 0.021340752925191608 0.011434260182851555
leaf_weight=20 24 34 22 21 25 20 26 46 25 35 222 22 25 24 21 26 28 22 23 21 33 423 22 59 1209 26 21 67 21 508
leaf_count=20 24 34 22 21 25 20 26 46 25 35 222 22 25 24 21 26 28 22 23 21 33 423 22 59 1209 26 21 67 21 508
internal_value=0 0.00540406 0.00498984 0.00451745 0.00496363 0.0100712 0.00406084 0.0101809 0.00538273 0.00496267 0.00569159 0.00926155 0.0113942 -0.000675293 0.00423175 0.00348946 0.0153926 0.0102498 0.0103184 0.0102493 0.00890701 0.00841738 0.00344328 0.00573315 0.0106439 0.0117104 0.0120373 0.011687 0.0122942 0.0119513
internal_weight=0 554 530 496 475 2567 46 2521 453 428 379 110 88 49 269 248 53 2501 2479 2456 558 525 102 81 1898 689 663 642 575 554
internal_count=3121 554 530 496 475 2567 46 2521 453 428 379 110 88 49 269 248 53 2501 2479 2456 558 525 102 81 1898 689 663 642 575 554
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=31
num_cat=0
split_feature=1 155 46 3 15 0 15 13 2 9 0 2 9 484 42 1 12 2 39 3 151 3 159 48 455 457 3 1373 1373 16
split_gain=0.803967 0.184398 0.155555 0.184758 0.188388 0.3872 0.152967 0.167069 0.143043 0.141299 0.192058 0.210773 0.295289 0.215996 0.194437 0.175226 0.161192 0.12654 0.12398 0.162265 0.180567 0.148475 0.138572 0.122816 0.113196 0.115354 0.131839 0.112072 0.144052 0.129443
threshold=0.10920500000000001 0.084785000000000013 0.084955000000000017 0.10893000000000001 -0.018314999999999994 -0.019414999999999998 -0.23909999999999995 -0.16152999999999998 -0.14451499999999998 0.099965000000000012 0.10455500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.070054999999999992 -0.019989999999999997 0.15964000000000003 0.092255000000000018 0.15109000000000003 0.095830000000000012 0.149315 -0.067694999999999991 -0.017889999999999996 0.092630000000000018 0.089670000000000014 0.092985000000000012 0.26807500000000006 0.096675000000000011 0.086880000000000013 0.078175000000000008 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 6 -5 -6 -1 -8 -9 10 11 12 -2 -13 -15 16 18 24 19 20 -16 -22 23 -21 25 26 27 28 29 -10
right_child=1 -3 -4 4 5 -7 7 8 17 -11 -12 13 -14 14 15 -17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011822237555558484 0.0012993335681285984 0.01188908092145409 0.017251109315902399 0.011181533573703334 -0.0093962334392761644 0.0098287590406835081 0.00052939159795641901 0.0017578025013208392 0.010457020561277808 -0.0017459832544305495 -0.0047612395137548447 -0.0055064690198101431 0.011362046465545082 -0.0033832805098167489 0.0034174642857220591 0.013719635748724535 -0.0015913162665027712 0.0014399803034029902 0.000707297199178578 0.012333321399498909 0.0057693928056819881 0.015830846990204671 -0.0019728152795384329 0.001518156788577991 0.016736990732273884 0.0019840704232809091 0.01491488297307474 0.0036275048978174763 0.017285416728776436 0.0088194207474900175
leaf_weight=24 41 35 23 22 22 20 22 25 702 35 20 23 101 28 33 23 36 20 41 21 22 44 30 21 21 21 43 34 23 1545
leaf_count=24 41 35 23 22 22 20 22 25 702 35 20 23 101 28 33 23 36 20 41 21 22 44 30 21 21 21 43 34 23 1545
internal_value=0 0.00486365 0.00906412 0.00899011 0.00368518 -0.000241475 0.00912701 0.00920464 0.00928306 0.00438987 0.00483358 0.00524715 0.00845662 0.0038318 0.00455013 0.00536982 0.00459544 0.00936115 0.00564602 0.00683016 0.00945717 0.012477 0.00321801 0.00692574 0.00942747 0.00936264 0.00942866 0.00932627 0.00941163 0.00933103
internal_weight=0 554 2567 2544 64 42 2480 2456 2434 519 484 464 142 322 299 271 248 2409 212 171 99 66 72 42 2389 2368 2347 2304 2270 2247
internal_count=3121 554 2567 2544 64 42 2480 2456 2434 519 484 464 142 322 299 271 248 2409 212 171 99 66 72 42 2389 2368 2347 2304 2270 2247
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=31
num_cat=0
split_feature=1 4 2 15 96 0 42 48 14 2 10 133 12 2 1 51 43 0 1 402 43 4 3 16 43 3 1208 1208 1451 2
split_gain=0.66092 0.282729 0.198458 0.199593 0.19729 0.176195 0.206181 0.169461 0.142545 0.190186 0.195983 0.189967 0.194389 0.163727 0.190805 0.187375 0.132766 0.119329 0.163479 0.258282 0.217406 0.215863 0.23546 0.15344 0.175759 0.137257 0.134126 0.174291 0.132296 0.133348
threshold=0.096325000000000008 -0.17966999999999997 0.13754500000000003 -0.079929999999999987 0.088850000000000026 -0.10474999999999998 0.088795000000000013 -0.089099999999999999 -0.46957999999999994 1.0000000180025095e-35 0.094860000000000014 0.085895000000000013 -0.077884999999999996 0.10699500000000002 0.10612500000000001 -0.065634999999999985 -0.074974999999999986 -0.072269999999999987 0.091785000000000019 0.095010000000000025 -0.27207999999999993 -0.42529999999999996 -0.10831999999999999 -0.080509999999999984 0.057265000000000003 -0.10519499999999998 0.10480500000000002 1.0000000180025095e-35 0.088880000000000015 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 4 5 7 -4 -7 -3 -9 10 11 12 -10 -11 -15 -16 -12 26 19 20 -19 25 -23 -24 -25 -22 27 28 29 -1
right_child=1 2 3 -5 -6 6 -8 8 9 13 16 -13 -14 14 15 -17 -18 18 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0088434440710135846 0.0096389939255041995 0.014603078146465123 0.009922642002181549 -0.0060124817293047183 -0.0045433353434782475 -0.0049458283510628266 0.0051110394794414661 0.012626739911735059 0.01726697001978755 -0.0020401959249284119 0.0065170758514709413 0.0023874359679493039 0.0078660273376268287 0.012956887526458807 -0.0044146888523495624 0.0045465393909918409 -0.0041733584868220179 -0.002506523350408922 0.00025649896535255454 0.015685544351914101 0.01806927176564932 -0.0014233915229655198 0.014408378783040321 0.0074341141269079654 -0.0011058150308339723 0.0090803705035041107 0.0009990645456127822 0.018137868158519269 0.015972498724237085 0.0047590901432115404
leaf_weight=1652 122 20 28 31 20 36 47 25 25 54 21 55 183 22 28 140 26 24 34 35 25 37 26 173 28 53 22 20 25 84
leaf_count=1652 122 20 28 31 20 36 47 25 25 54 21 55 183 22 28 140 26 24 34 35 25 37 26 173 28 53 22 20 25 84
internal_value=0 0.00516992 0.00445346 0.0010818 0.00522692 0.00306309 0.000749025 0.00555314 0.00524054 0.00490723 0.00655102 0.00761394 0.00899595 0.00281879 0.00419977 0.003053 0.000603219 0.00840073 0.00691412 0.0074786 0.00669379 0.00733942 0.00597383 0.00717955 0.00624447 0.0119614 0.00875939 0.00885525 0.00874983 0.00864581
internal_weight=0 883 761 142 619 111 83 599 579 554 310 263 208 244 190 168 47 2238 435 401 366 342 264 227 201 78 1803 1781 1761 1736
internal_count=3121 883 761 142 619 111 83 599 579 554 310 263 208 244 190 168 47 2238 435 401 366 342 264 227 201 78 1803 1781 1761 1736
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 150 0 4 457 0 49 0 1 124 4 484 15 12 1 3 43 47 14
split_gain=47.4525 7.43563 4.3669 3.82395 2.71105 2.48264 1.80259 1.71656 1.69306 1.37028 1.21866 1.05917 1.02433 0.997885 0.924291 0.797648 0.7134 0.647317 0.59423 0.543281 0.537868 0.514688 0.61037 0.483947 0.473079 0.462643 0.450444 0.38001 0.379562 0.367905
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.077845000000000011 0.14285500000000004 0.00063500000000000004 0.09487000000000001 -0.11173999999999999 -0.062539999999999984 0.080930000000000016 -0.15202999999999997 -0.054984999999999992 -0.07929499999999999 0.16175000000000003 -0.081214999999999982 -0.35136499999999998 0.084750000000000006 -0.008624999999999999 0.11734000000000001 0.078340000000000007 0.092670000000000016 -0.080084999999999976 0.090280000000000013 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 20 11 -8 -4 15 13 16 23 -10 24 -13 -2 -15 -6 -3 25 -23 -1 -7 -20 -27 -11 -19 -16
right_child=1 4 9 -5 19 10 8 -9 14 27 -12 12 -14 18 29 -17 -18 28 21 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001378876533521873 0.0010339771002810527 0.00071259217792510581 0.0014034652263343501 0.00080732247036952184 0.00050272374671276687 0.0013993627370538779 0.0011907638133652686 0.0017701467921225538 0.001169758809335304 0.00098109143810838693 0.00099324346555124403 0.0017595270129979826 0.0010089690066581848 0.0015291649921130724 0.00099014786820785655 0.0009931476433958971 0.0013738944210544199 0.0015107640579175882 0.0014083277177409964 0.0001524781462163373 0.00041588219828078877 0.0014313783991650169 0.001100781027351499 0.00098765941845782666 0.0011631848789702833 0.0019033721290077801 0.0015266705557231989 0.00066219016676768658 0.0012889032771273487 0.00070597278849150399
leaf_weight=31 23 46 28 84 90 346 53 79 22 51 39 20 28 1067 20 22 237 56 35 21 48 323 23 20 36 23 26 20 63 141
leaf_count=31 23 46 28 84 90 346 53 79 22 51 39 20 28 1067 20 22 237 56 35 21 48 323 23 20 36 23 26 20 63 141
internal_value=0 0.000849744 0.00143955 0.00113894 0.00070154 0.0014565 0.000790703 0.00148715 0.000882162 0.00103613 0.00132424 0.00147495 0.0013651 0.00149518 0.000792786 0.0013562 0.0014039 0.00133511 0.00150437 0.000436461 0.000561081 0.00144283 0.0014094 0.00122546 0.00137711 0.00158051 0.00170349 0.00089126 0.00139331 0.000741274
internal_weight=0 667 2454 226 441 2355 330 1912 236 99 443 1833 285 1548 183 404 257 142 1497 111 94 430 346 51 382 84 49 71 119 161
internal_count=3121 667 2454 226 441 2355 330 1912 236 99 443 1833 285 1548 183 404 257 142 1497 111 94 430 346 51 382 84 49 71 119 161
is_linear=0
shrinkage=0.00196078


Tree=3448
num_leaves=31
num_cat=0
split_feature=1 3 0 15 15 52 4 15 132 3 4 16 4 16 43 49 3 52 48 3 475 50 13 394 13 42 13 1186 2 1
split_gain=0.701406 0.206478 0.162632 0.130271 0.174217 0.172298 0.150626 0.164974 0.130138 0.195386 0.125525 0.127394 0.147626 0.114761 0.172009 0.121044 0.163891 0.142807 0.1158 0.130388 0.114754 0.11992 0.137311 0.348214 0.222783 0.185749 0.273754 0.175857 0.211469 0.158841
threshold=0.10337500000000001 0.31299000000000005 0.12445000000000002 -0.24436499999999997 -0.14809499999999998 0.12492500000000002 0.50194500000000009 -0.46471999999999997 0.10613500000000002 0.42240500000000009 0.042705000000000007 -0.44310499999999992 0.40124500000000002 0.51026500000000008 0.0047850000000000011 0.14233500000000002 -0.10115999999999999 0.060015000000000006 0.13983000000000004 0.12178000000000001 0.062280000000000009 -0.23452499999999996 -0.00051499999999999994 -0.08151499999999999 0.15641500000000003 -0.013389999999999997 -0.0090849999999999976 0.021560000000000003 0.084145000000000011 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 -5 6 -2 -8 9 -3 20 12 -12 14 15 16 -6 18 19 -18 21 -1 25 -24 29 27 -27 28 -23 -25
right_child=1 8 -4 4 13 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0163122298506399 -0.0044439288851772915 0.0019479195943430943 0.014652784755453469 0.015341860774372305 -0.0023489999978874741 0.011511863533153454 0.0064002197018663337 -0.0010037373988984191 0.0073862218011457193 -0.0090872158407278008 0.011250972122703073 0.0054214372382465721 0.0017715513985604048 0.009357793399030926 0.013415368694974028 -0.0013690435953321867 0.00459221275240582 0.011453283801674844 -0.0023239553999155763 0.012716494153668781 0.014270896139817361 0.014945957304623265 -0.0039663668318938184 0.004833844382486934 0.012201845939703209 0.0089393476048102421 0.0005260026932228356 0.018483536406711212 0.0086853326819837096 0.0088496097197727965
leaf_weight=21 29 68 20 21 26 22 78 49 26 21 92 222 20 80 23 32 140 40 20 23 39 78 26 196 97 1167 40 32 175 198
leaf_count=21 29 68 20 21 26 22 78 49 26 21 92 222 20 80 23 32 140 40 20 23 39 78 26 196 97 1167 40 32 175 198
internal_value=0 0.00504549 0.00578605 0.00548188 0.00647287 0.00322708 0.00205872 0.00354357 0.00116234 -0.000655876 0.00860747 0.00680862 0.00955822 0.00598785 0.00510102 0.00442049 0.00516453 0.00604054 0.00485743 0.00573858 0.00889786 0.00879464 0.00871606 0.00731162 0.00790883 0.00920271 0.00866053 0.0114989 0.0106155 0.00685192
internal_weight=0 718 603 583 405 178 156 127 115 89 2403 334 112 384 304 281 249 223 183 163 2069 2030 2009 517 491 1492 1207 285 253 394
internal_count=3121 718 603 583 405 178 156 127 115 89 2403 334 112 384 304 281 249 223 183 163 2069 2030 2009 517 491 1492 1207 285 253 394
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 14 4 12 47 1 13 4 2 2 1 47 49 1 43 4 4 47 2 4 1 0 15 43 4
split_gain=65.2635 8.17906 7.13555 4.28769 4.19535 2.72222 2.63555 2.09673 1.89783 1.39097 1.2985 1.20635 1.37123 1.12587 0.9528 0.942082 0.787025 0.782234 0.743791 0.715764 0.686636 0.662971 0.547521 0.547072 0.663656 1.37111 0.60138 0.546896 0.541755 0.516384
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.13604000000000002 0.076175000000000007 -0.17966999999999997 0.095330000000000012 0.13148500000000005 0.10124500000000002 -1.0000000180025095e-35 0.024790000000000003 0.098035000000000011 0.10402500000000002 0.122715 0.077555000000000013 0.12595000000000003 0.16540500000000002 -0.04890499999999999 0.09173000000000002 -0.040589999999999994 1.0000000180025095e-35 0.088850000000000012 -0.49013999999999996 0.083345000000000016 -0.050684999999999994 -0.12255999999999999 -0.0065949999999999993 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 13 11 8 -6 23 18 14 22 -13 16 19 29 21 20 -7 -9 -10 -1 -3 -4 -25 26 -26 -24 -5 -2
right_child=1 5 6 28 7 9 -8 10 17 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=0.0017356203061764408 0.0017392565389307273 0.00064198331408005899 0.0016529262681204513 0.00059292289801463689 0.0016159672834389122 0.00046252030136106572 0.0019997190188997972 0.0010391428242294059 0.0015375178880638054 0.00095590441798170409 0.00088513390759420777 0.0013405972030051583 0.00081367748638419123 0.0013181456495998175 0.00083317714356352071 0.001111966104292644 0.0019576767203854581 0.0012269109670930501 5.2827557950627568e-05 0.0014188085487599369 0.0012947775815047471 0.0014293461523133433 0.00067130974822622895 0.0018257646406366513 0.0015920475996875402 0.0010507196049187697 0.0012438650283158996 0.0011243631275428109 0.0009388537279190058 0.0014121457227836104
leaf_weight=49 28 124 1037 28 31 115 63 28 431 20 85 29 55 63 21 29 24 40 20 60 50 61 20 37 411 20 20 21 46 55
leaf_count=49 28 124 1037 28 31 115 63 28 431 20 85 29 55 63 21 29 24 40 20 60 50 61 20 37 411 20 20 21 46 55
internal_value=0 0.000833968 0.00155814 0.00117421 0.00132539 0.000677321 0.00160471 0.00114246 0.00159254 0.000473319 0.00106679 0.000804311 0.00099559 0.00153433 0.00120845 0.0014162 0.00163597 0.00149038 0.000401825 0.00129801 0.00151229 0.00156578 0.000706932 0.00162745 0.00157331 0.0015526 0.00157589 0.000903361 0.000807961 0.0015225
internal_weight=0 590 2531 186 422 404 2109 225 2046 155 194 249 84 197 109 112 134 521 135 88 481 110 165 1525 488 451 431 41 74 83
internal_count=3121 590 2531 186 422 404 2109 225 2046 155 194 249 84 197 109 112 134 521 135 88 481 110 165 1525 488 451 431 41 74 83
is_linear=0
shrinkage=0.00196078


Tree=3450
num_leaves=31
num_cat=0
split_feature=1 3 2 133 13 0 10 484 51 14 484 15 49 2 0 49 3 2 4 16 160 50 456 457 150 133 15 4 156 0
split_gain=0.775209 0.217329 0.192948 0.142319 0.184181 0.136463 0.126454 0.132162 0.131344 0.122009 0.120084 0.12 0.119379 0.191154 0.195397 0.22383 0.175446 0.210648 0.224081 0.143386 0.12897 0.125625 0.195423 0.188422 0.144678 0.14169 0.293275 0.124995 0.259576 0.176002
threshold=0.10337500000000001 -0.028564999999999997 0.31358000000000003 0.089200000000000015 -0.079299999999999995 0.22582000000000002 0.09820000000000001 -0.067484999999999989 -0.11559499999999999 0.062655000000000016 0.090535000000000018 0.094035000000000007 -0.008964999999999999 -0.0091949999999999983 -0.11437499999999999 -0.069799999999999987 -0.082689999999999986 0.097385000000000013 -0.020529999999999996 -0.082404999999999992 0.088755000000000014 0.11875500000000001 0.083075000000000024 0.062030000000000009 0.096430000000000002 0.039215000000000007 -0.081924999999999984 0.033845000000000007 0.013700000000000002 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 6 -5 9 7 -3 -9 12 -2 -11 13 -1 15 20 17 18 -16 -18 -15 22 23 24 27 26 -23 -14 29 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 11 -12 -13 21 14 16 -17 19 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0022737300430890174 0.0079649319344079466 -0.0020156956870447506 -0.0057723223115317525 0.0064295919240629747 -0.0058673886610355616 0.00098652144273122166 -0.0025277336482845605 0.00057939040259673052 0.0067862065102581998 0.015602901116944852 0.00072055070870555944 0.008045644025653876 0.0096442537431980398 0.0027460618278822833 0.016494812559464885 -0.0045672218373510988 0.019656088478539304 -0.0020630717366224246 0.006584654177895913 0.010369574332920213 0.012510315960389562 0.010213041411374104 0.01535358580639931 0.0021858374613362391 0.017455135519214144 0.009439902350306513 -0.0056178510030731564 0.015330485445447267 -0.0036904684524051846 0.0071271417074718103
leaf_weight=20 270 22 20 21 29 21 21 39 271 55 25 34 1490 31 29 24 23 21 107 60 24 22 54 37 22 50 25 30 20 204
leaf_count=20 270 22 20 21 29 21 21 39 271 55 25 34 1490 31 29 24 23 21 107 60 24 22 54 37 22 50 25 30 20 204
internal_value=0 0.00526768 0.00381478 0.00429056 -0.000702657 0.00901239 0.00499782 0.00547383 0.00600535 0.00908314 0.007351 0.0127159 0.00894214 0.00720984 0.00780442 0.00349066 0.00922436 0.00725849 0.00869785 0.0129429 0.00700683 0.00924268 0.00942594 0.0092484 0.00939637 0.00573439 0.00179235 0.00929471 0.00724426 0.00817885
internal_weight=0 718 423 403 50 2403 353 332 310 2382 295 89 2293 339 319 79 240 157 136 83 55 1954 1857 1803 1766 97 47 1744 254 234
internal_count=3121 718 423 403 50 2403 353 332 310 2382 295 89 2293 339 319 79 240 157 136 83 55 1954 1857 1803 1766 97 47 1744 254 234
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=31
num_cat=0
split_feature=4 3 2 2 39 376 0 16 1211 43 1212 2 3 4 4 13 49 4 157 49 157 3 16 15 12 13 13 51 16 49
split_gain=0.639363 0.258204 0.191753 0.164919 0.127096 0.155131 0.137599 0.115001 0.137397 0.254697 0.220161 0.150053 0.167821 0.178049 0.203679 0.181205 0.14234 0.131011 0.286455 0.173585 0.162374 0.158193 0.168152 0.153493 0.135324 0.141062 0.144818 0.662808 0.22121 0.18993
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 -1.0000000180025095e-35 0.083785000000000012 -0.071924999999999989 -0.087484999999999993 0.087635000000000005 -0.0024749999999999993 0.055770000000000007 0.086885000000000004 -0.14186499999999996 0.0045450000000000013 0.066685000000000008 -0.087324999999999986 -1.0000000180025095e-35 0.0033150000000000007 -0.066144999999999995 -0.23803499999999997 0.0036600000000000005 -1.0000000180025095e-35 0.41553500000000004 -0.099734999999999976 -0.086254999999999984 0.27266500000000005 0.038215000000000006 0.10411500000000001 -0.080789999999999987 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 7 -7 8 10 -10 11 -6 -13 15 -15 -14 -17 19 -19 -9 21 22 -20 -23 -21 26 -26 28 -28 -30
right_child=3 -3 -4 -5 5 6 -8 17 9 -11 -12 12 13 14 -16 16 -18 18 20 24 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.015074255852064547 0.0040748686823119853 0.0020094105061653953 -0.0010533449401998001 -0.0044821236981078981 0.011384845168293065 0.0080172138431897546 -0.00023164536518206227 0.016575869374598064 0.022790452934402444 0.0085270563771407456 0.0029634817752854101 0.016549805800120037 -0.0043379865447059273 0.014670200536356254 0.006727766110369968 -0.0013200459582731129 0.0082019776348279776 -0.005189432829237459 0.0030401860960246473 0.0021893712572562392 -0.0019048842191114091 0.0059441167329038896 0.0092780956560524104 0.017169998759596513 0.0084555371450731158 0.016497137919068337 -0.001241718465462327 -0.011187102991555418 0.0097183618057341149 -0.00015606392513621938
leaf_weight=26 366 73 23 24 241 39 42 24 21 31 56 21 20 51 88 20 73 22 89 39 20 21 84 29 1319 20 26 21 170 22
leaf_count=26 366 73 23 24 241 39 42 24 21 31 56 21 20 51 88 20 73 22 89 39 20 21 84 29 1319 20 26 21 170 22
internal_value=0 0.00787669 0.00803783 0.00354828 0.00811718 0.00804785 0.00374003 0.00818588 0.00936655 0.0142873 0.00891764 0.00956634 0.007961 0.00724527 0.0096419 0.0042972 0.00615423 0.00780058 0.00573746 0.00813375 0.00672673 0.00750087 0.006069 0.0124551 0.00800845 0.00815226 0.00804514 0.00578023 0.00741469 0.00858692
internal_weight=0 2731 2658 390 2635 2609 81 2528 622 52 570 514 273 252 139 113 93 1906 265 1641 243 223 173 50 1617 1578 1558 239 218 192
internal_count=3121 2731 2658 390 2635 2609 81 2528 622 52 570 514 273 252 139 113 93 1906 265 1641 243 223 173 50 1617 1578 1558 239 218 192
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=31
num_cat=0
split_feature=1 2 156 0 457 2 13 1424 97 33 151 4 0 0 15 13 39 51 52 3 158 483 147 0 1446 42 133 133 1454 129
split_gain=0.520881 0.171407 0.127101 0.248412 0.12432 0.147682 0.164391 0.121542 0.115946 0.13763 0.115132 0.181559 0.112923 0.291721 0.26544 0.14804 0.133865 0.19337 0.111912 0.107345 0.096618 0.141384 0.111921 0.109521 0.146876 0.158928 0.116121 0.0997853 0.0999375 0.103665
threshold=0.11910500000000002 0.10252500000000002 0.10339000000000002 0.024095000000000002 0.045365000000000009 0.15361500000000003 -0.088589999999999988 1.0000000180025095e-35 -0.083924999999999986 0.082285000000000011 -0.088934999999999986 0.033845000000000007 -0.13027499999999997 -0.10474999999999998 -0.097454999999999986 -0.14819499999999997 0.085330000000000003 -0.044634999999999994 0.50744500000000003 0.30112000000000005 0.07968500000000002 0.032770000000000007 0.089365000000000014 -0.082619999999999985 0.085465000000000027 0.083235000000000017 0.076280000000000014 -0.54656499999999986 0.085785000000000014 0.11234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 12 5 6 -3 8 -1 20 -6 -12 14 -14 19 -15 17 -17 -8 -2 22 23 27 24 25 -22 -27 -10 29 -29
right_child=2 4 -4 -5 10 -7 18 -9 9 -11 11 -13 13 15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0015239685731516645 0.0090938124255361876 0.0028152522009354339 0.0091640328959571582 -0.0053461009304973653 0.0077104525989852846 -0.0019558567638424309 0.0068974236406761412 0.015050509722814673 0.014299135911278427 0.014728285232558848 -0.0075781199483848788 0.0052824983728073892 0.014650435984134675 -0.0029293918728151105 -0.0095202240555192393 0.0015128726096547865 0.0019650001286451394 0.01264305144825296 0.014382126431779139 -0.00057678527737152767 0.014764783700585975 0.0029800234610835711 0.0013983208291006811 0.0070095067560816049 0.019695476655449188 0.010357472405915983 0.0010917405730911664 0.0069535177625567645 0.010697441985263513 0.014195232577621937
leaf_weight=33 22 103 30 37 20 22 410 21 20 26 23 21 25 33 21 27 90 37 21 24 49 30 33 65 21 38 21 1700 78 20
leaf_count=33 22 103 30 37 20 22 410 21 20 26 23 21 25 33 21 27 90 37 21 24 49 30 33 65 21 38 21 1700 78 20
internal_value=0 0.0070584 0.00294362 0.00235308 0.00559315 0.00607358 0.00640438 0.00747996 0.00740546 0.00749784 0.00141945 -0.0014401 0.00337411 0.0045051 -0.000204533 0.00314877 0.00445124 0.00794751 0.00726211 0.00404828 0.00740724 0.00936879 0.00716986 0.0103567 0.0120433 0.0105554 0.0070595 0.00727462 0.00719649 0.00703772
internal_weight=0 2775 346 316 620 556 534 2155 2134 2101 64 44 279 212 67 187 154 64 431 46 2075 224 1851 194 129 108 59 1818 1798 1720
internal_count=3121 2775 346 316 620 556 534 2155 2134 2101 64 44 279 212 67 187 154 64 431 46 2075 224 1851 194 129 108 59 1818 1798 1720
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=31
num_cat=0
split_feature=4 3 9 150 44 149 10 96 0 1 49 42 2 2 40 400 41 4 14 3 49 2 484 2 3 457 15 2 12 0
split_gain=0.450126 0.163622 0.139614 0.169311 0.138443 0.128513 0.153613 0.113213 0.116158 0.137022 0.128832 0.12713 0.117944 0.107625 0.157644 0.141225 0.149584 0.245661 0.133409 0.125003 0.139828 0.133602 0.122527 0.122123 0.115723 0.126925 0.104266 0.102473 0.187324 0.125768
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.076925000000000007 0.081805000000000017 0.091325000000000003 -0.079859999999999987 0.086715000000000014 0.034820000000000011 0.11910500000000002 -0.0072499999999999986 0.086135000000000003 0.11728500000000001 0.095545000000000005 0.0046150000000000002 -0.065974999999999992 0.083975000000000008 -0.51843499999999987 0.076975000000000002 -0.073884999999999992 0.15021500000000002 0.116525 0.079595000000000013 0.13622000000000004 -0.06977499999999999 0.085360000000000005 0.11372500000000001 -0.090999999999999984 -0.040564999999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 6 -2 8 9 10 -8 12 -12 18 15 -15 17 -17 27 26 21 22 24 -23 -21 -26 -19 -4 -29 -30
right_child=5 -3 4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 19 -20 20 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0045262857805937534 -0.0036582357751635403 0.0017162142152425974 0.001053986890662101 0.0073622838108111993 0.01260464119902616 0.01050250729706022 -0.00019894498303377382 -0.0042918358906172223 0.01000449219532311 0.0004983462555628648 0.011840632753446698 0.0020325920699274559 0.0029102074337147531 -0.0025286423577927054 -0.0026628534269073738 0.016694418594918468 -0.0011569915472396783 0.0080367348182280359 0.011114526642901084 -0.0018812177079962568 -0.003482548671308905 0.011811313806295706 0.010347150390967728 0.0047144535077232111 0.0054152267573954306 -0.0025094999504896506 0.0011535266802335778 0.013373061897764696 0.0036622478247631167 0.006932028361728822
leaf_weight=25 39 73 31 23 38 20 36 20 25 128 50 38 21 20 23 22 28 265 73 40 20 48 25 49 128 24 24 43 127 1595
leaf_count=25 39 73 31 23 38 20 36 20 25 128 50 38 21 20 23 22 28 265 73 40 20 48 25 49 128 24 24 43 127 1595
internal_value=0 0.00638715 0.00651481 0.00117032 0.00661261 0.00270203 0.00226503 0.00299147 0.00348028 0.00288282 0.00498774 0.00670078 0.00919924 0.00652453 0.00548203 0.00575235 0.00599844 0.00630907 0.0069239 0.00594233 0.0046247 0.00514109 0.00376199 0.0082263 0.00290454 0.00416395 0.00746512 0.00675357 0.00685367 0.00669088
internal_weight=0 2744 2671 48 2623 377 357 318 298 273 145 109 71 2585 716 693 673 645 1869 623 334 314 217 97 192 152 289 1796 1765 1722
internal_count=3121 2744 2671 48 2623 377 357 318 298 273 145 109 71 2585 716 693 673 645 1869 623 334 314 217 97 192 152 289 1796 1765 1722
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=31
num_cat=0
split_feature=4 457 14 3 2 14 151 150 42 0 9 48 0 475 15 130 42 11 403 129 376 40 52 41 150 1374 475 475 42 43
split_gain=0.364602 0.136755 0.119938 0.15343 0.105285 0.104572 0.121857 0.139387 0.276204 0.149761 0.11266 0.199504 0.118852 0.373055 0.311051 0.125885 0.175843 0.139964 0.126095 0.120882 0.117905 0.141119 0.102403 0.165644 0.0991553 0.105947 0.0968131 0.198603 0.181613 0.292206
threshold=0.26790000000000008 0.31508000000000008 -0.24175999999999997 0.32202000000000003 0.25063000000000007 0.076175000000000007 0.26900000000000007 0.10874500000000002 0.083795000000000022 -0.085034999999999986 -1.0000000180025095e-35 0.083685000000000009 -0.13027499999999997 -0.068264999999999978 -1.0000000180025095e-35 -0.072444999999999982 -0.0041849999999999986 0.096970000000000015 -0.08989999999999998 0.085550000000000015 0.083960000000000021 -0.082829999999999973 -0.088204999999999992 0.079395000000000007 -0.091839999999999991 1.0000000180025095e-35 -0.082549999999999998 -0.084394999999999984 0.084050000000000014 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 6 7 10 -9 -10 11 -4 13 -12 -15 16 18 20 -14 -20 21 -17 -7 -24 -23 26 27 28 -26 -30
right_child=4 -3 3 -5 -6 22 -8 8 9 -11 12 -13 15 14 -16 17 -18 -19 19 -21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.012581961884951363 0.0028675699102621074 -0.00096622299402952198 -0.0063520689317513078 -0.0029687995393760502 -0.0039772234284707036 0.0046113240659575571 -0.0013892323283168178 0.019779381776849431 -0.00050197575241327284 0.011735699874116108 -0.0093108399682456551 0.0076033438323065642 0.0051832135234560284 0.0023793497200434409 0.013472549929142451 0.014303764628712088 0.0026551659054379782 -0.0023615215672180057 0.018293196038575845 0.0089047525931770614 0.00046331954130437222 0.012254676777714243 0.015302153252996505 0.0043345122731157709 0.0091870867068611899 0.00041230562524611336 0.0056582981462689414 0.014939530494773543 -0.0066432032106525226 0.0074392612506749061
leaf_weight=26 353 30 21 20 24 33 24 21 20 20 21 20 21 108 33 20 29 21 32 24 40 24 40 21 101 36 1840 34 23 41
leaf_count=26 353 30 21 20 24 33 24 21 20 20 21 20 21 108 33 20 29 21 32 24 40 24 40 21 101 36 1840 34 23 41
internal_value=0 0.00574843 0.00582266 0.00575728 0.00243183 0.00582269 0.00570305 0.0057698 0.0104925 0.00561686 0.00565406 0.000455449 0.00574113 0.00312368 0.00497563 0.00592661 0.00929192 0.00576298 0.0117915 0.0142696 0.005842 0.00594354 0.00909877 0.0115264 0.00586388 0.00578996 0.00588491 0.00798018 0.00654613 0.00237838
internal_weight=0 2744 2714 2688 377 2668 2574 2550 61 40 2489 41 2448 162 141 2286 106 2180 77 56 2159 2119 94 61 2099 2075 2039 199 165 64
internal_count=3121 2744 2714 2688 377 2668 2574 2550 61 40 2489 41 2448 162 141 2286 106 2180 77 56 2159 2119 94 61 2099 2075 2039 199 165 64
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 1 14 1 151 11 3 43 0 15 0 2 0 12 2 0 0 4 131 12 15 13
split_gain=37.5409 6.55443 3.9337 2.90987 2.63405 2.07388 1.57603 1.29756 1.19298 0.907405 0.767744 0.610252 0.56576 0.469063 0.465746 0.431396 0.428484 0.498948 0.422946 0.619627 0.396795 0.375619 0.369117 0.36544 0.358178 0.330024 0.325996 0.314099 0.325182 0.307147
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.092120000000000021 0.40473500000000007 0.092845000000000025 0.062655000000000016 0.086920000000000011 -0.088784999999999989 1.0000000180025095e-35 -0.11171999999999999 -0.14792499999999997 -0.095504999999999993 -0.095869999999999983 -0.10474999999999998 0.25063000000000007 -0.23091999999999999 0.096475000000000019 0.14753000000000002 -0.13843999999999998 -0.036484999999999997 -0.07712999999999999 0.09031500000000002 0.095780000000000018 0.091915000000000011 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 12 7 18 10 21 -5 11 -1 -3 14 25 -15 17 -13 23 24 -16 -6 -14 -4 -20 -9 -2 -22 -29 -18
right_child=1 2 6 9 8 -7 -8 13 -10 -11 -12 16 22 15 20 -17 29 -19 19 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001313650704835378 0.001356257579737479 0.00087243451784006873 0.00036111249881560668 0.0011472633206218907 0.0013174209894865571 0.00085405424371166937 0.00088101181048523417 0.001140470821045193 0.0007256514926021005 0.00075427712482211957 0.0015115464486742532 0.0012689583848754899 0.00065118642231226686 0.0010943212834935562 0.00092958354179849137 0.0014290251763038385 0.0012718615279642537 0.00091550288466261877 0.00026341586680460474 5.890239577959566e-05 0.001246665766149592 0.0010424922579193112 0.00037342067789651601 0.00071529659932178385 0.00050172811702009457 0.00079942836544896463 0.0010799865220107285 0.0011035278854858532 0.0012432624599890999 0.0010896192638970474
leaf_weight=1077 52 43 24 37 29 48 26 24 40 58 62 28 229 20 21 57 320 34 49 30 310 56 20 21 48 20 24 172 102 40
leaf_count=1077 52 43 24 37 29 48 26 24 40 58 62 28 229 20 21 57 320 34 49 30 310 56 20 21 48 20 24 172 102 40
internal_value=0 0.000725778 0.000658646 0.00124373 0.000766704 0.00125741 0.000431069 0.00126588 0.00100489 0.000907335 0.00129773 0.00128889 0.000664742 0.00119739 0.00118023 0.00134209 0.00122568 0.00107513 0.000363054 0.000305176 0.00119439 0.00113629 0.000628876 0.000526398 0.000381344 0.000985452 0.00126901 0.00120391 0.00115555 0.00125161
internal_weight=0 691 615 2430 417 2335 198 2287 125 95 1561 1499 292 726 649 77 422 62 172 127 605 85 249 45 97 44 76 584 274 360
internal_count=3121 691 615 2430 417 2335 198 2287 125 95 1561 1499 292 726 649 77 422 62 172 127 605 85 249 45 97 44 76 584 274 360
is_linear=0
shrinkage=0.00196078


Tree=3456
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 14 2 2 4 150 43 2 1 52 4 3 43 1 16 3 2 2 2 155 15 49 47
split_gain=55.1964 6.95757 6.02246 3.41467 3.41426 2.68526 2.03853 1.65366 1.58912 1.56571 1.54689 1.34196 1.15751 1.0839 0.88869 0.767124 0.748276 0.668512 0.660395 0.823432 0.648904 0.600553 0.580459 0.563487 0.556253 0.534536 0.470746 0.459382 0.449522 0.421402
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 0.11734000000000001 -0.025214999999999998 0.076175000000000007 0.11362000000000001 0.11177500000000001 0.033845000000000007 0.09487000000000001 -0.066504999999999995 0.087470000000000006 0.122715 0.056145000000000007 0.27834500000000006 0.095270000000000007 -0.083269999999999997 0.12656000000000003 -0.10850999999999998 0.10299500000000002 0.092365000000000017 0.14530500000000005 0.10444500000000002 0.10772000000000002 -1.0000000180025095e-35 -0.013914999999999999 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 7 8 20 11 12 -9 23 13 14 -1 -2 -7 21 19 -6 -3 -13 27 -4 -12 -8 28 29 -25 -15
right_child=1 5 6 -5 18 16 25 10 -10 -11 24 17 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.000821300401908009 0.0013702099546596509 0.00067428713549566501 0.0014948397357054013 0.00073149414917145163 0.00091738837675514791 0.00017263435242693262 0.0013712568113616868 0.0011701840058890582 0.0017830031374565349 0.00087178063892105805 0.00078313900236071652 0.0014328271170662397 0.0009220206851346625 0.001306590220244814 0.001306478034053736 0.00099975663496079344 0.00054500924438174233 0.00098353885844642045 0.0010624019478720716 0.00042356004178468359 0.00042607344269203772 0.001219651488837637 0.0011623541958191816 0.0011116905088093191 0.00042910529604924268 0.0010479016544116006 0.0015697880817816135 0.0016039379959572615 0.001401446223007595 0.001558268006083955
leaf_weight=21 83 80 1325 74 34 59 30 39 59 31 91 131 24 68 47 29 32 21 39 21 82 83 25 22 21 57 61 71 320 41
leaf_count=21 83 80 1325 74 34 59 30 39 59 31 91 131 24 68 47 29 32 21 39 21 82 83 25 22 21 57 61 71 320 41
internal_value=0 0.000744528 0.00141051 0.00105834 0.00119668 0.000600051 0.00145329 0.000686246 0.00146594 0.0012911 0.000833868 0.00145641 0.00133487 0.00137116 0.00115664 0.00127429 0.000303579 0.00131739 0.00086723 0.000728836 0.000548648 0.00135015 0.00144232 0.00147531 0.000716758 0.0011594 0.00141111 0.0014812 0.00138281 0.00140126
internal_weight=0 590 2531 186 422 404 2109 313 2022 328 151 1963 297 273 68 112 91 235 94 55 162 214 205 1728 112 87 403 180 342 109
internal_count=3121 590 2531 186 422 404 2109 313 2022 328 151 1963 297 273 68 112 91 235 94 55 162 214 205 1728 112 87 403 180 342 109
is_linear=0
shrinkage=0.00196078


Tree=3457
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 16 1 0 49 4 50 40 1 0 4 16 49 4 13 1 16 2 52 1
split_gain=63.1382 10.514 5.30066 4.80129 3.32936 2.9702 2.49285 1.82436 1.68065 1.67355 1.64876 1.06825 1.02877 0.901224 0.878808 0.787303 0.731507 0.552337 0.533834 0.51199 0.715237 0.534431 0.553751 0.512392 0.470226 0.424585 0.417134 0.375052 0.377152 0.370022
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.062655000000000016 0.09253500000000002 -0.52595999999999987 0.089625000000000024 -0.095504999999999993 -0.054984999999999992 -0.062539999999999984 0.041865000000000006 -0.077474999999999988 0.13075500000000004 0.14486500000000005 -0.15464999999999998 -0.45661999999999997 -0.046979999999999987 0.038415000000000012 0.049530000000000012 0.13265500000000002 -0.088909999999999989 0.088850000000000012 0.40674500000000008 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 17 -8 11 12 -4 -7 27 26 -2 -9 29 -3 -5 20 -13 -22 -23 -24 -15 -17 -14 28 -1 -6
right_child=1 4 10 18 16 8 7 15 -10 -11 -12 19 13 24 -16 25 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013083260178533775 0.00074089418490117973 0.00034000867889152003 0.0011094377733978646 0.00060122331031415535 4.6623293521110287e-05 0.00070717021167264373 0.00087934383011937741 0.00081750091875831918 0.00075852494820757626 0.0015671617510345053 0.00057365926239990835 0.0013336597757543471 0.00071951204439258331 0.0012352670464250777 0.0011590146295288029 0.00046302117328989148 0.00035070295011565699 4.2485576380147079e-05 0.00025521126036300918 0.00091345700270989362 0.0013784472317619118 0.00080075447141722425 0.0011846508629187603 0.0010242567207405275 0.00099673776610477547 0.0001754149732649174 0.0010820179871461871 0.0012316888569905463 0.0010485772621185384 -0.00025836363653926287
leaf_weight=930 23 47 34 60 65 21 54 22 48 70 63 88 23 225 121 139 26 49 24 31 33 20 252 110 37 23 26 415 22 20
leaf_count=930 23 47 34 60 65 21 54 22 48 70 63 88 23 225 121 139 26 49 24 31 33 20 252 110 37 23 26 415 22 20
internal_value=0 0.000532522 0.00121065 0.000874911 0.000357096 0.00122918 0.000454869 0.000562454 0.00111052 0.00127011 0.000761458 0.00114096 0.00125772 0.00115593 0.00109223 0.000469454 6.28966e-05 0.000188148 0.000502363 0.00115802 0.00117309 0.00113905 0.00111836 0.00113591 0.00120158 0.000422188 0.000911862 0.00128088 0.00130232 -2.51383e-05
internal_weight=0 673 2448 228 445 2351 334 238 603 1748 97 555 1678 311 144 184 111 96 84 534 503 415 382 362 262 162 49 1367 952 85
internal_count=3121 673 2448 228 445 2351 334 238 603 1748 97 555 1678 311 144 184 111 96 84 534 503 415 382 362 262 162 49 1367 952 85
is_linear=0
shrinkage=0.00196078


Tree=3458
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 1 4 14 457 2 47 1 50 131 52 0 2 132 52 2 1447 52 475 52 16 4 0 43 2
split_gain=40.1766 4.92451 4.84341 3.63232 2.78978 2.30376 1.44912 1.2068 1.14363 1.12363 1.17906 1.05525 0.963793 0.718289 0.583056 0.556951 0.511869 0.852428 0.473781 0.448897 0.421666 0.459664 0.426675 0.403545 0.510198 0.588316 0.518592 0.424659 0.398609 0.39767
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13436000000000001 0.10045500000000002 0.088105000000000003 0.09253500000000002 0.40473500000000007 0.076975000000000002 0.080930000000000016 0.14285500000000004 0.13082500000000002 0.089625000000000024 0.089465000000000017 0.085335000000000008 -0.090114999999999987 -0.072594999999999979 0.08647500000000001 0.089365000000000014 -0.56176499999999996 0.089005000000000015 -0.082954999999999987 0.40674500000000008 -0.07550999999999998 0.039215000000000007 -0.080509999999999984 0.24564500000000003 -0.047369999999999995 -0.080084999999999976 0.25063000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 18 -4 -7 12 10 19 29 20 14 15 -14 17 -17 -3 -6 22 -22 -1 -21 26 -26 -25 -27 -8 -5
right_child=1 3 6 11 9 7 28 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 23 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0013498603784199514 0.0012634556465199269 0.00067403484115114765 0.0011920899290252035 0.00041534386902016213 0.0014101465726766933 0.001150602455177874 0.00078963182762772672 0.00070250061481502376 0.0015446092598383721 0.00079739063260099289 0.00084105398507799078 0.00081233079660325005 0.0013034920856064441 0.0013143880996158922 0.0012512135267437492 0.0011879156257951602 0.00069585035609848363 0.00073457596149098666 0.00035882647057958677 0.0013523703151279026 0.0014889208571518687 0.0012595039617029141 0.0010795833966921052 0.0011229633841502713 0.0013933449988634383 0.0012143330077014403 0.00080164247341852452 0.00090404984204234707 0.00046789835919352135 0.00018809003688111974
leaf_weight=950 52 220 34 134 35 68 57 35 75 34 39 23 25 139 91 52 20 23 20 45 36 499 23 158 58 74 22 22 20 38
leaf_count=950 52 220 34 134 35 68 57 35 75 34 39 23 25 139 91 52 20 23 20 45 36 499 23 158 58 74 22 22 20 38
internal_value=0 0.000687253 0.00125544 0.000631561 0.00127381 0.00075304 0.000854937 0.000998335 0.00130723 0.00114118 0.00116698 0.000417883 0.00129764 0.00120495 0.00113285 0.00104309 0.000974567 0.00104889 0.000647767 0.00119768 0.00131916 0.00127494 0.00134347 0.00117806 0.00115458 0.00123743 0.00108369 0.00114323 0.000706065 0.000365137
internal_weight=0 590 2531 538 2420 343 111 103 1933 487 453 195 1858 350 211 120 95 75 240 414 1508 535 973 379 334 154 180 96 77 172
internal_count=3121 590 2531 538 2420 343 111 103 1933 487 453 195 1858 350 211 120 95 75 240 414 1508 535 973 379 334 154 180 96 77 172
is_linear=0
shrinkage=0.00196078


Tree=3459
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 1 2 14 2 2 1 49 16 0 49 2 11 1 1 40 1 47 1 15 4 14 16 51 475
split_gain=55.6294 8.82098 4.71409 3.97645 3.19563 2.67722 2.21482 1.92444 1.63699 1.36661 1.28461 1.12243 1.02347 1.06648 0.902891 0.85052 0.79109 0.63433 0.57936 0.507301 0.504409 0.499397 0.479363 0.479019 0.473045 0.469803 0.448791 0.593144 0.410026 0.393513
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.092235000000000025 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 0.14960000000000004 0.10613000000000002 0.086920000000000011 -0.014169999999999999 -0.087989999999999985 -0.22491999999999998 -0.054984999999999992 0.094835000000000017 1.0000000180025095e-35 0.16175000000000003 0.12958500000000003 -0.077474999999999988 0.13604000000000002 0.090280000000000013 0.12958500000000003 -0.059484999999999989 -0.033174999999999989 -0.46166999999999997 -0.0024749999999999993 0.11144500000000002 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 7 8 16 20 11 14 19 28 13 -13 -7 -2 -1 -16 -6 -9 -3 25 -17 -5 -18 -12 -27 -28 29 -4
right_child=1 4 5 23 18 9 -8 10 -10 -11 21 12 -14 -15 17 22 24 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0015904501035562289 0.00095437211885679918 0.00062525393219853525 0.0013219210004831788 0.00085957956934597213 0.00039400758438982943 0.0010424785528954873 0.00082836425877762427 0.0012202366636561138 0.0017999410905473517 0.00086828796740840461 0.001056189294539246 0.00078016619782383533 0.0014296170838386986 0.001360924819049618 0.0013580780357273317 0.0014943332553030754 0.0013346698495324517 0.0015459017029295259 2.6588053916460103e-05 0.00082668191515931889 0.00034093240331135405 0.00049549185011619004 0.0012472914566030542 0.0005357251822875411 0.00095337959597428421 0.00099440902843407337 0.00075105440532432111 0.00039006785448748415 0.0013157265203690757 0.0015278260173822013
leaf_weight=26 23 47 37 59 77 32 69 34 64 22 20 20 367 31 608 58 29 78 21 20 49 29 63 25 22 22 105 21 39 1004
leaf_count=26 23 47 37 59 77 32 69 34 64 22 20 20 367 31 608 58 29 78 21 20 49 29 63 25 22 22 105 21 39 1004
internal_value=0 0.000788623 0.00142515 0.00110223 0.00062794 0.00144682 0.00108348 0.000716243 0.00149284 0.00134967 0.000806549 0.00147972 0.00139345 0.00113318 0.00136442 0.00130001 0.0013121 0.00137943 0.000315275 0.00107448 0.000480131 0.000733108 0.00136571 0.000763194 0.00117019 0.000774125 0.000736008 0.00069089 0.00151311 0.00152051
internal_weight=0 673 2448 228 445 2302 146 347 1562 740 251 1498 418 51 718 144 77 686 98 54 96 197 121 84 51 168 148 126 1080 1041
internal_count=3121 673 2448 228 445 2302 146 347 1562 740 251 1498 418 51 718 144 77 686 98 54 96 197 121 84 51 168 148 126 1080 1041
is_linear=0
shrinkage=0.00196078


Tree=3460
num_leaves=31
num_cat=0
split_feature=1 3 1 0 45 402 13 124 42 13 1429 484 10 51 13 13 11 51 3 43 43 50 51 160 133 159 484 0 0 160
split_gain=1.15757 0.294519 0.17383 0.152641 0.142594 0.137933 0.133583 0.133017 0.126064 0.168874 0.123183 0.113464 0.108546 0.105784 0.101355 0.106314 0.0937348 0.227647 0.150869 0.462479 0.368393 0.130794 0.186258 0.167345 0.163088 0.159953 0.138607 0.148491 0.320577 0.154335
threshold=0.10337500000000001 -0.049509999999999992 0.16540500000000002 0.22582000000000002 0.10526500000000001 0.086055000000000006 -0.13710499999999998 -0.076779999999999987 -0.027559999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.070054999999999992 0.058500000000000003 0.11917000000000001 0.038215000000000006 0.090705000000000008 1.0000000180025095e-35 0.10876000000000001 -0.12018999999999998 -0.13868499999999997 0.054355000000000007 0.10917 0.10876000000000001 0.10455000000000002 -0.0081349999999999981 0.11836500000000001 -0.09849999999999999 -0.13455999999999999 -0.14832499999999996 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 7 8 6 -2 -1 -3 11 14 -10 13 -13 -8 -16 18 -18 19 -9 -21 22 23 25 -25 26 -20 28 -28 -29
right_child=1 2 -4 -5 -6 -7 10 16 9 -11 -12 12 -14 -15 15 -17 17 -19 21 20 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0068796586816302881 0.0024176635500043633 0.010830641264930883 -0.0036807296685874465 0.0020447955954642524 0.012738853432661432 0.0010600562588396398 0.011390762206662549 0.016273732979495366 -0.0028338058912777343 -0.004953418429940939 0.017614952572621408 0.004960441766565459 -0.00027712088776752356 0.011629604949400976 0.00079921480606902741 0.0088738439405070882 0.015150749523205118 0.004024143775247715 0.01740758852619264 -0.010454792783129961 0.0087387841194868088 0.0083609182330437234 0.019255075685645422 0.014894881957898971 0.0055470818070450217 0.0039026145110983637 0.010537939325370121 0.011139951550609083 -0.0036475514072836154 0.015847940695606019
leaf_weight=92 25 29 25 21 22 22 109 26 20 20 20 279 36 26 22 63 112 22 36 20 20 207 27 23 99 30 66 1508 21 73
leaf_count=92 25 29 25 21 22 22 109 26 20 20 20 279 36 26 22 63 112 22 36 20 20 207 27 23 99 30 66 1508 21 73
internal_value=0 0.00595714 0.00442656 0.0105331 0.00489573 0.00863713 0.0093346 0.0106079 0.00447488 0.00399111 0.0101426 0.00448665 0.004916 0.00552896 0.00937231 0.00678394 0.0107577 0.013324 0.0105982 0.00589086 -0.000858004 0.0107469 0.0110092 0.0108892 0.00730937 0.0111411 0.0112685 0.011136 0.00711386 0.0113573
internal_weight=0 718 457 2403 432 261 239 2382 410 381 214 361 341 305 194 85 2290 134 2156 66 40 2090 1883 1856 122 1734 1704 1668 87 1581
internal_count=3121 718 457 2403 432 261 239 2382 410 381 214 361 341 305 194 85 2290 134 2156 66 40 2090 1883 1856 122 1734 1704 1668 87 1581
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 2 1 2 49 1 2 52 159 150 47 2 2 2 15 0 50 0 1420 3 1 123 48
split_gain=52.3363 8.62085 4.2549 3.60668 3.14452 2.98728 1.62087 1.50079 1.49893 1.24653 0.983325 0.854357 0.83767 0.935472 0.693047 0.690084 0.878198 0.507034 0.50338 1.16901 0.45375 0.577393 0.425955 0.413538 0.666366 0.404316 0.45993 0.996588 0.396063 0.388719
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.095545000000000005 -0.064804999999999988 0.062655000000000016 0.14960000000000004 0.077845000000000011 0.16394500000000004 -0.054984999999999992 0.089770000000000016 0.08647500000000001 -0.56176499999999996 0.082585000000000006 1.0000000180025095e-35 0.091680000000000011 -0.0050599999999999994 1.0000000180025095e-35 0.11411 -0.41942499999999994 -0.13843999999999998 0.089465000000000017 -0.076234999999999983 -0.085404999999999995 -0.12018999999999998 0.077845000000000011 0.10695000000000002 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 15 7 -6 12 14 -4 18 -2 25 23 -7 16 22 -13 -8 -20 -5 -22 -3 24 -14 -1 27 -27 -21 -11
right_child=1 4 9 20 6 8 10 -9 -10 29 -12 17 13 -15 -16 -17 -18 -19 19 28 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017232689728923871 0.00091549601113679365 0.00090981420617610375 0.0013210322371363138 0.00093891294997074722 0.00093182037885793871 0.0015608698243279341 0.00034748201522819292 0.0017190278641858688 0.00081611545377187594 0.00062848289567198035 0.00019425248265755258 0.0014342943887465829 0.0013548801801785701 0.00093315700460381863 0.0012797080302102372 0.00058694315148696255 0.00071265993604501779 0.0011858838931315362 0.00095493519873498319 0.00054209440902255369 0.00082953958554877224 0.00042291517723716938 0.0012159033975059554 0.0014455458750485112 0.0010204678517440203 0.0014710323793777063 0.0014502825286751152 0.00095390586241228602 0.00027166735063007365 0.00093997360104792636
leaf_weight=20 24 44 28 31 28 36 61 70 26 24 52 68 126 21 529 38 61 59 24 91 29 25 29 126 28 38 1292 23 27 43
leaf_count=20 24 44 28 31 28 36 61 70 26 24 52 68 126 21 529 38 61 59 24 91 29 25 29 126 28 38 1292 23 27 43
internal_value=0 0.000768811 0.00138037 0.00107291 0.000611081 0.00139692 0.000484002 0.00143774 0.00127644 0.000973593 0.00043483 0.00125478 0.00142598 0.0013323 0.00129762 0.000820169 0.000886308 0.00131889 0.000496455 0.000560451 0.000749833 0.000641288 0.00103141 0.00136224 0.00129408 0.00144652 0.00144243 0.00127605 0.000480217 0.000828395
internal_weight=0 691 2430 236 455 2335 283 1744 591 95 255 151 1674 301 565 172 134 127 203 142 85 54 73 280 154 1373 1353 61 118 67
internal_count=3121 691 2430 236 455 2335 283 1744 591 95 255 151 1674 301 565 172 134 127 203 142 85 54 73 280 154 1373 1353 61 118 67
is_linear=0
shrinkage=0.00196078


Tree=3462
num_leaves=31
num_cat=0
split_feature=1 4 3 50 132 0 2 3 3 483 14 12 3 14 48 49 51 13 42 132 42 4 3 12 42 48 1446 52 11 50
split_gain=1.15966 0.387863 0.261296 0.217905 0.230339 0.207656 0.164925 0.247139 0.187096 0.140168 0.125811 0.11877 0.150666 0.136138 0.12204 0.118431 0.114542 0.114088 0.14492 0.145281 0.117972 0.111784 0.108717 0.103806 0.101127 0.100823 0.290737 0.27005 0.141103 0.12888
threshold=0.096325000000000008 -0.39518999999999993 -0.053259999999999995 0.088895000000000016 -1.0000000180025095e-35 0.034820000000000011 0.10774000000000002 -0.0063699999999999989 -0.096099999999999977 0.12605000000000002 0.062655000000000016 -0.10022999999999999 0.31534000000000006 -0.073114999999999986 -0.086869999999999989 0.12497000000000001 -0.047599999999999996 0.056795000000000005 0.090545000000000014 0.081465000000000024 0.082810000000000009 0.25615500000000008 0.42240500000000009 0.12069000000000002 -0.085874999999999993 0.093265000000000015 0.111445 0.13140000000000004 0.080320000000000016 0.12170000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 16 3 4 -3 11 9 8 -8 10 25 13 14 -4 -13 24 -2 18 19 20 -6 -20 -15 -19 -10 26 28 -27 29 -1
right_child=1 2 5 -5 17 -7 7 -9 15 -11 -12 12 -14 22 -16 -17 -18 23 21 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.011021944931128633 0.0098595938835886396 -0.0035591926146298653 0.015019787052138286 0.013552424552497165 0.011119438402111763 -0.0056896242208313201 0.0020614504115656017 -0.0016124330461025238 0.017602715203943461 0.018936467945406384 0.014744521010937584 0.012249891986139121 -0.0021242950978274974 0.0094623670704534341 0.0042182764232690847 0.0044175534480018546 0.017082000830594232 -7.8180291119121743e-05 0.0082436519386246809 0.0061573602421128235 0.021620793584734205 -0.00017042407533153893 -0.00012130489107221366 0.0091624429915100336 0.010455003279608898 0.010142221446188183 0.020249682472962324 -0.0014859440903213304 0.0033156729936599733 0.0053458846707987347
leaf_weight=1645 62 20 22 58 23 20 31 23 23 22 82 20 36 29 350 28 34 31 75 23 20 20 20 20 142 119 33 24 25 41
leaf_count=1645 62 20 22 58 23 20 31 23 23 22 82 20 36 29 350 28 34 31 75 23 20 20 20 20 142 119 33 24 25 41
internal_value=0 0.00641671 0.00568472 0.0080701 0.00669952 0.00429285 0.0106963 0.00825904 0.00927263 0.0109987 0.01091 0.0047114 0.00405153 0.00848476 0.00465242 0.0104309 0.0124175 0.00766733 0.00897297 0.0125725 0.0160038 0.00647227 0.00555066 0.00354559 0.0114514 0.0107433 0.0109526 0.00819064 0.0107733 0.0108839
internal_weight=0 883 787 290 232 497 2238 247 224 1991 1969 477 406 71 370 193 96 212 161 66 43 95 49 51 165 1887 1744 143 1711 1686
internal_count=3121 883 787 290 232 497 2238 247 224 1991 1969 477 406 71 370 193 96 212 161 66 43 95 49 51 165 1887 1744 143 1711 1686
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 4 14 2 1 47 2 49 3 132 2 159 52 1 2 457 3 1 15 12 3 16 2 133 49 1
split_gain=47.2151 7.81067 3.85503 3.06952 2.94604 2.22885 1.91476 1.7763 1.74982 1.55629 1.23238 0.858491 0.837272 0.997612 0.72149 0.703698 0.685408 0.774115 0.997465 0.660798 0.647265 0.622805 0.518535 0.504525 0.54009 0.444544 0.443118 0.431498 0.419911 0.403851
threshold=0.104035 -0.059315 -0.029094999999999999 0.11690500000000002 0.27834500000000006 0.36766000000000004 0.062655000000000016 0.13754500000000003 0.092845000000000025 0.13082500000000002 0.089885000000000007 -0.054984999999999992 0.31370500000000007 0.10365500000000001 0.094835000000000017 0.082585000000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.083570000000000019 0.076840000000000006 0.13075500000000004 -0.41396999999999995 0.095780000000000018 -0.10831999999999999 0.0039400000000000008 0.13622000000000004 -1.0000000180025095e-35 0.088340000000000016 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 15 11 6 7 10 14 12 29 -2 20 22 -1 19 -12 23 -19 25 21 -5 -14 24 -18 -3 27 -6 -16 -4
right_child=1 3 5 9 26 -7 -8 -9 -10 -11 16 -13 13 -15 28 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014619890610877873 0.0008589331832184803 0.00088502275694279649 0.0014069022183585121 0.00059986626948406755 0.0005815661998063911 0.00069397566036558621 0.0016383953974741508 0.00091414370183661689 0.00077324534490174962 0.00084444612144207786 0.0015288436121990623 0.0012633030601760312 0.00034836031141260944 0.00057341926625815987 0.00088127129802516866 0.00056613642247576343 0.0011267243062748628 0.000729358648804951 0.0012469006608770772 0.00064125805626540132 0.00070841688682142122 0.0003112414305922084 -3.3733872280807152e-05 0.001232116599867068 0.0013613233634232678 0.0012126935602110975 0.00048744838835452408 0.0009277084869107389 0.0012347194347895828 0.0013319639430470439
leaf_weight=28 24 78 927 47 20 20 86 37 64 37 43 127 22 26 24 38 42 22 41 36 41 74 36 303 371 20 20 45 28 394
leaf_count=28 24 78 927 47 20 20 86 37 64 37 43 127 22 26 24 38 42 22 41 36 41 74 36 303 371 20 20 45 28 394
internal_value=0 0.000745208 0.00132607 0.000595072 0.00103467 0.00134567 0.00135143 0.00134011 0.0010149 0.000469518 0.00134746 0.00119903 0.000413126 0.000254267 0.00120823 0.000801652 0.00128785 0.00127455 0.00106617 0.00086844 0.000495498 0.000423352 0.000111198 0.00129288 0.00133747 0.000951894 0.000742673 0.000821203 0.00107159 0.00138455
internal_weight=0 691 2430 455 236 2286 2266 2180 144 283 2143 151 246 84 80 172 822 779 63 134 162 121 58 716 413 98 85 65 52 1321
internal_count=3121 691 2430 455 236 2286 2266 2180 144 283 2143 151 246 84 80 172 822 779 63 134 162 121 58 716 413 98 85 65 52 1321
is_linear=0
shrinkage=0.00196078


Tree=3464
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 12 2 2 4 14 4 4 1 2 12 0 50 15 2 47 40 4 160 39 0 2 1 4 4
split_gain=69.425 8.55566 7.41387 4.34964 4.13891 3.63963 2.45017 2.21332 2.6309 2.1615 2.04069 1.9654 1.46886 1.42129 1.19441 1.09714 0.839218 0.834362 0.78029 0.77694 0.717 0.686702 0.65425 0.664163 0.650275 0.638643 0.632132 0.582095 0.578392 0.555656
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.121465 0.14285500000000004 0.11734000000000001 -1.0000000180025095e-35 0.10803500000000001 0.27834500000000006 0.076175000000000007 -0.17966999999999997 0.27834500000000006 0.10124500000000002 0.098035000000000011 0.09141500000000001 -0.071339999999999987 0.041865000000000006 -0.41942499999999994 0.092235000000000025 0.077555000000000013 -0.077714999999999992 -0.068329999999999988 -0.072884999999999991 0.098220000000000016 -0.11437499999999999 0.10444500000000002 0.12958500000000003 -0.040589999999999994 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 9 7 10 21 27 -2 12 -5 15 16 20 25 19 -7 -6 -13 28 -3 23 -17 29 -4 -8 -9 -1 -10
right_child=1 5 6 11 18 17 26 8 24 -11 -12 13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017316313923335447 0.0014911633587681578 0.00069438991877406899 0.001405925966065064 0.0015947280466971257 0.00095078659067356509 0.00025629226535111839 0.0015154536798888563 0.0015378407948051121 0.0011075228213626432 0.00092426099738820923 0.0019804341110053274 0.0014583198707692382 0.0010945387563322969 0.00087297756332289662 0.001312633989152139 0.0012792183154103469 0.00084829750014286422 0.00065768764313551989 0.00046897754316082538 0.0010900294459333605 0.0019470505659876308 0.00035107715688402355 0.0015012696277726279 0.0016386547185659728 0.00048908514600347244 0.0016610347949100547 0.0011638162018795953 0.0010756458670777434 0.0014455601070058265 0.0007666715152489272
leaf_weight=49 99 42 39 31 24 85 30 22 22 35 59 49 21 85 63 21 20 26 28 40 24 48 389 336 27 1157 57 20 61 112
leaf_count=49 99 42 39 31 24 85 30 22 22 35 59 49 21 85 63 21 20 26 28 40 24 48 389 336 27 1157 57 20 61 112
internal_value=0 0.000812896 0.0015598 0.00132256 0.00116088 0.000652684 0.00160727 0.000767234 0.000880707 0.00134309 0.00162113 0.00113629 0.00161033 0.00106303 0.0015353 0.00161591 0.00121124 0.000350313 0.000691351 0.0012928 0.00163999 0.00051129 0.0015569 0.00161751 0.000766696 0.00165272 0.00128507 0.00131775 0.00157299 0.000822632
internal_weight=0 590 2531 422 186 404 2109 293 203 134 2022 225 1963 194 197 1942 109 111 52 89 134 90 746 357 161 1196 87 42 110 134
internal_count=3121 590 2531 422 186 404 2109 293 203 134 2022 225 1963 194 197 1942 109 111 52 89 134 90 746 357 161 1196 87 42 110 134
is_linear=0
shrinkage=0.00196078


Tree=3465
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 4 2 1 2 4 4 4 2 2 52 4 47 3 4 0 160 156 15 10 0
split_gain=88.5869 14.1345 9.14283 7.82431 5.19231 4.38171 2.84697 2.36736 2.28388 2.22698 1.80498 1.63262 1.56913 2.03997 1.25295 0.873576 0.824859 0.778454 0.68851 0.636941 0.65263 0.624838 0.60083 0.523148 0.47875 0.461381 0.446359 0.442557 0.727166 0.429301
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.14838000000000004 0.089625000000000024 0.090425000000000019 0.27834500000000006 0.022185000000000003 -0.55119499999999988 0.092365000000000017 -0.0091949999999999983 0.039215000000000007 0.24564500000000003 0.090100000000000013 -0.010424999999999999 -0.036839999999999991 0.14486500000000005 -0.067824999999999983 0.083310000000000009 -0.41942499999999994 -0.38124499999999995 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 21 6 12 -5 11 15 -6 14 16 18 -4 24 -1 29 -14 20 -17 -3 -16 -2 -7 -24 -19 -13 -29 -18
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 27 13 -15 22 19 17 26 -20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0019686875723991075 0.0016258277437266181 0.00061418796760694214 0.00068502809927188169 0.0013776174029969152 0.0013638055228258621 0.0014949377356974819 0.0019433393897594436 0.00073561332337245217 0.00081505317191540719 0.00091213349078755218 0.00080291156237031894 0.00023776155971296973 0.001149127667314053 0.0008688353410170104 0.00047620911672729185 0.0012821650505405661 0.0014654531738564878 0.0014474482133897701 0.0015023302872822113 0.0014577696105644059 0.00091648206413035688 0.00091035598204197254 0.00042627213764535724 0.00127364544843147 0.0011992187825970841 8.2850280723283345e-05 0.0016951546657319161 0.00018588299074155445 -0.00027419942964640567 0.0016084584298628262
leaf_weight=21 50 190 41 34 71 248 76 63 34 39 32 31 23 23 41 86 87 222 274 57 24 32 21 24 23 53 32 25 28 1116
leaf_count=21 50 190 41 34 71 248 76 63 34 39 32 31 23 23 41 86 87 222 274 57 24 32 21 24 23 53 32 25 28 1116
internal_value=0 0.000703142 0.000603265 0.00150639 0.000825694 0.0015289 0.00157161 0.000960646 0.000339436 0.00136112 0.00118955 0.000272057 0.0015559 0.00143141 0.000390728 0.0014011 0.00158285 0.00157729 0.00147498 0.00128955 0.00120238 0.000656879 0.000285803 0.00151161 0.00146984 0.000180308 0.00147866 5.16678e-05 -5.71794e-05 0.00159812
internal_weight=0 673 599 2448 325 2351 1874 97 274 477 103 240 1798 320 156 438 1478 1457 297 167 110 222 115 74 271 74 254 84 53 1203
internal_count=3121 673 599 2448 325 2351 1874 97 274 477 103 240 1798 320 156 438 1478 1457 297 167 110 222 115 74 271 74 254 84 53 1203
is_linear=0
shrinkage=0.00196078


Tree=3466
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 49 16 4 50 40 1 1 2 1 4 16 0 13 1 47 484 133 43
split_gain=88.7554 13.8555 7.36387 6.74078 4.85835 3.81307 2.83438 3.05121 2.09155 2.03045 2.00557 1.64556 1.36075 1.35227 1.2694 1.09643 0.894492 0.872418 0.868438 0.787703 0.768595 0.686324 0.960337 0.903172 0.643584 0.786853 0.583333 0.574088 0.567851 0.519177
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.09580000000000001 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.15464999999999998 -0.054984999999999992 -0.52595999999999987 0.24564500000000003 0.041865000000000006 -0.077714999999999992 0.089875000000000024 0.12811000000000003 0.085730000000000015 0.13075500000000004 -0.013125 -0.44310499999999992 0.14486500000000005 -0.47860499999999995 0.14754500000000001 0.090280000000000013 0.015535000000000002 -1.0000000180025095e-35 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 16 -8 14 -4 13 -9 -2 -7 17 24 -3 -1 -13 -19 28 23 -23 29 -6 -26 -14 -24 -5 -15
right_child=1 4 9 20 15 10 7 11 -10 -11 -12 18 26 21 -16 -17 -18 19 -20 -21 -22 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001839166851574468 0.0011676933217828636 0.00077261072743282303 0.0016150641700869476 0.00077387835372259265 0.00053450113989133891 0.0011872890282745789 0.0013843449729460259 0.0013913595530332303 0.0021557216797701991 0.0010204952291928641 0.0012258155848643873 0.000873410667135942 0.0018298718385635156 0.001849821286720019 0.0013546811955054397 0.00074194998072280851 0.00039374119606709076 0.001749425801078565 0.00054785552858194631 0.0013551809401516597 0.00060939623752085401 0.0019134346241525056 0.0015190723005811661 0.0014431935409290138 0.00033682081095107337 -0.00014804590621269218 0.0015573529209483646 0.0017915022025830345 0.0011697181053574978 0.001649078533144977
leaf_weight=1373 23 46 34 22 22 21 54 20 71 63 41 136 58 190 23 23 50 270 41 21 24 36 171 31 31 22 63 36 38 67
leaf_count=1373 23 46 34 22 22 21 54 20 71 63 41 136 58 190 23 23 50 270 41 21 24 36 171 31 31 22 63 36 38 67
internal_value=0 0.000954333 0.00175834 0.00134738 0.000752951 0.00178019 0.00086183 0.000971425 0.00182605 0.0012289 0.00164422 0.000858239 0.00160488 0.0016753 0.00181217 0.000367432 0.000575283 0.0018185 0.000798 0.00172098 0.000905954 0.0016946 0.00161786 0.00175935 0.000252579 0.000135555 0.00168798 0.00156645 0.00102458 0.00179749
internal_weight=0 673 2448 228 445 2351 347 251 1758 97 593 197 144 552 1687 98 96 1664 177 291 84 531 243 288 75 53 121 207 60 257
internal_count=3121 673 2448 228 445 2351 347 251 1758 97 593 197 144 552 1687 98 96 1664 177 291 84 531 243 288 75 53 121 207 60 257
is_linear=0
shrinkage=0.00196078


Tree=3467
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 150 457 49 0 0 4 0 4 1 1 1 40 3 15 47 475 133 156
split_gain=60.3334 9.87801 5.62028 4.06901 3.73922 2.71227 2.12675 1.81596 1.45813 1.43046 1.23575 1.06399 1.45418 1.02533 1.01379 0.987984 0.939079 0.916915 0.67771 0.761372 0.674915 0.640487 0.597688 0.584638 0.511556 0.479939 0.479011 0.424732 0.396369 0.381264
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.092845000000000025 0.14122000000000004 0.00063500000000000004 0.089910000000000018 0.080930000000000016 -0.054984999999999992 -0.14832499999999996 -0.11173999999999999 -0.15464999999999998 -0.079119999999999982 -0.55119499999999988 0.13534000000000004 0.16175000000000003 0.13075500000000004 -0.077474999999999988 -0.12711499999999995 -0.03241999999999999 0.11893500000000001 -0.07550999999999998 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 23 -8 11 -4 13 16 15 27 -2 -13 25 -9 -18 -20 -19 -6 28 -3 -21 -1 -16 -7 -5 -29
right_child=1 4 9 22 21 10 7 17 -10 -11 -12 12 -14 -15 26 -17 18 20 19 24 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0014564931178752446 0.00098103694752722532 0.00065996623312464643 0.0013300367145861779 0.00071052179112366385 0.00040099051061696087 0.0015912589197065315 0.0011654289749085081 0.0011575103069052977 0.0018076537553724612 0.00083983313267916627 0.0010495436837917194 0.0018580510691506987 0.0010383462391561702 0.0010122596667440351 0.0014978159480574461 0.0014306687523466229 0.0015852198040226765 0.0007613817184332493 0.0018461676683017914 0.0012337329142895874 0.0004012869512193851 1.4674314797745477e-05 0.00055385193022065393 0.00035386707483917154 0.0014926098332088019 0.0010694874091980292 0.0012052830757380199 0.0013799879221201938 0.0010412353487883313 0.0015772067421492627
leaf_weight=28 23 47 37 22 77 54 54 20 76 60 41 23 34 24 93 217 1076 154 22 32 23 21 24 49 354 22 28 305 38 43
leaf_count=28 23 47 37 22 77 54 54 20 76 60 41 23 34 24 93 217 1076 154 22 32 23 21 24 49 354 22 28 305 38 43
internal_value=0 0.00082646 0.00148935 0.00115833 0.000656423 0.00150844 0.000751941 0.000846876 0.00154159 0.00102682 0.00137467 0.00153041 0.00141786 0.00140596 0.00135839 0.00147163 0.00155051 0.000759556 0.00155942 0.00149137 0.00071459 0.000318208 0.000815367 0.000503728 0.00147115 0.00128621 0.00143012 0.00142946 0.000919974 0.00140436
internal_weight=0 673 2448 228 445 2351 347 251 1884 97 467 1808 274 426 144 240 1534 197 1484 408 177 98 84 96 386 50 121 402 60 348
internal_count=3121 673 2448 228 445 2351 347 251 1884 97 467 1808 274 426 144 240 1534 197 1484 408 177 98 84 96 386 50 121 402 60 348
is_linear=0
shrinkage=0.00196078


Tree=3468
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 4 4 2 0 49 4 150 1 3 12 4 157 475 40 47 0 3 3 13 0 10
split_gain=110.607 18.167 10.7196 9.86737 6.47477 5.62601 3.41776 3.02587 2.72397 2.50697 2.44659 2.36129 1.73828 2.01462 1.65909 1.28939 1.16466 1.12243 1.062 1.08501 0.885702 0.838852 0.731705 0.698192 0.693787 0.593683 0.574682 0.485159 0.465297 0.430427
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.40473500000000007 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 1.0000000180025095e-35 0.083135000000000014 0.30112000000000005 0.09141500000000001 -0.52556499999999995 -0.07686999999999998 -0.07550999999999998 -1.0000000180025095e-35 0.090100000000000013 -0.07929499999999999 -0.0063699999999999989 -0.13309499999999996 -0.0062949999999999994 -0.23051499999999997 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 9 -5 17 -6 15 13 16 18 21 -1 22 19 -14 -20 -7 -4 -3 -21 -18 -26 -11 -27 -9
right_child=1 2 7 8 10 11 -8 29 -10 27 -12 -13 14 -15 -16 -17 25 -19 20 24 -22 -23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=0.0014347660623101237 0.0014831848817649946 0.00046520384992832344 0.00039793325828312476 0.0012985777096971097 0.0013107947003440697 0.0015951606539130032 0.0019347378506527908 -0.00011392269095751288 0.00060991450635222971 2.8883731116590298e-05 0.00063349615815243591 0.00082873293114830765 0.0020060641584697179 0.0017270494909847483 0.0012890629661159547 0.00092040376630175477 0.00075336349178470817 0.00014260230007902643 0.0011059553520693108 0.0015936833889643341 0.0014928598561694262 0.0013267048814641002 0.00082045904999854507 0.00077005039122827871 0.0011593608361909456 0.00092552782398979869 0.0015015688577508614 0.00030071935557353179 0.001303540496774145 -0.0004764344983314182
leaf_weight=48 74 192 26 34 70 52 79 34 63 98 29 39 23 36 98 27 20 22 24 968 436 321 40 34 23 21 105 34 31 20
leaf_count=48 74 192 26 34 70 52 79 34 63 98 29 39 23 36 98 27 20 22 24 968 436 321 40 34 23 21 105 34 31 20
internal_value=0 0.000566625 0.000453394 0.00146417 0.00069424 0.00148945 0.00153541 0.000167719 0.000851302 0.000269804 0.00111239 0.00128928 0.0015182 0.00132023 0.00153662 0.00133418 0.00119818 0.000526158 0.00155199 0.00158459 0.00147267 0.00136413 0.000654009 0.000511066 0.00157574 0.00104046 0.00144008 9.8902e-05 0.00115088 -0.000248186
internal_weight=0 673 599 2448 325 2351 1912 274 97 220 99 439 1833 156 1677 400 120 88 1579 1119 460 373 66 226 1096 72 128 132 52 54
internal_count=3121 673 599 2448 325 2351 1912 274 97 220 99 439 1833 156 1677 400 120 88 1579 1119 460 373 66 226 1096 72 128 132 52 54
is_linear=0
shrinkage=0.00196078


Tree=3469
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 1 14 4 2 457 1 2 4 12 16 2 3 52 0 47 16 4 3 43 159 150 2 14 12
split_gain=86.4782 10.4049 9.34949 6.66802 5.6245 3.79426 2.61675 2.53697 2.39975 2.25569 2.59883 1.55954 1.51922 1.92704 1.26617 1.16547 0.859868 0.827451 0.7894 1.12734 0.743339 0.694755 0.68182 0.652543 0.646514 0.637068 0.921844 0.73956 0.586911 0.581104
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.077845000000000011 0.076975000000000002 0.40124500000000002 0.14285500000000004 0.080930000000000016 0.089770000000000016 0.14838000000000004 0.27834500000000006 0.087145000000000014 -0.040964999999999994 0.089005000000000015 -0.23446499999999998 0.039215000000000007 -0.14454499999999995 0.08265500000000002 0.013515000000000001 -0.036839999999999991 0.083060000000000009 -0.080324999999999994 0.082585000000000006 0.084680000000000019 0.11237500000000002 -1.0000000180025095e-35 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 7 12 -4 11 22 10 17 16 13 -3 20 -7 -1 -6 19 -19 23 -20 -5 -13 -8 26 27 -2 -27 -21
right_child=1 5 6 8 9 15 24 -9 -10 -11 -12 14 -14 -15 -16 -17 -18 18 21 29 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0017501323176021964 0.0012969049417461791 0.00088662774377139297 0.001591648594463239 0.0018144243306771899 0.0017522490011081437 0.00072481741815907063 0.0010088273301477962 0.0020562928213792692 0.00091854450069342702 0.0010146724617379342 0.0009852058029676666 0.00092910224644868981 0.0002143971332023633 0.00040802025757031315 0.0016304884024282366 0.0013424912004981165 0.0016524183213654094 0.00098671166481924992 0.0016866921229300156 0.0016067944044176148 0.0016288679401181441 0.0013761174250272365 0.0014501820036235448 0.0013894841893550267 0.00062712391874953808 0.00094054501430661068 0.00068285223307627731 0.00088285818743586157 0.0005382042649723684 0.0013778199662183518
leaf_weight=978 27 45 28 29 65 23 59 75 29 39 34 20 82 115 272 24 536 20 120 76 23 36 62 29 24 20 45 43 46 97
leaf_count=978 27 45 28 29 65 23 59 75 29 39 34 20 82 115 272 24 536 20 120 76 23 36 62 29 24 20 45 43 46 97
internal_value=0 0.000796161 0.00162976 0.00105131 0.00165528 0.000530421 0.00107331 0.00170273 0.00140973 0.00146696 0.00150633 0.00168846 0.00043141 0.000542629 0.00156928 0.00104023 0.00171554 0.00154913 0.0015113 0.00142746 0.00133807 0.00161502 0.00156626 0.00120157 0.000898455 0.000813679 0.000901806 0.00104256 0.000660126 0.00147841
internal_weight=0 590 2531 301 2420 289 111 1933 120 487 448 1858 242 160 344 47 1514 414 349 193 72 156 91 49 83 181 115 70 66 173
internal_count=3121 590 2531 301 2420 289 111 1933 120 487 448 1858 242 160 344 47 1514 414 349 193 72 156 91 49 83 181 115 70 66 173
is_linear=0
shrinkage=0.00196078


Tree=3470
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 1 2 14 47 1 0 11 0 52 12 13 1 52 11 14 47 11 3 1420 1429 484 48
split_gain=83.9553 9.99226 8.95417 7.01771 6.01601 3.99824 3.56725 2.57579 2.42798 2.31025 1.75076 1.29659 1.23031 1.07321 1.05298 1.19611 1.01237 1.00383 0.98324 0.967027 0.743369 0.70701 0.649003 0.611995 0.601166 0.58994 0.576401 0.532381 0.7627 0.563886
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.13754500000000003 0.13075500000000004 0.14285500000000004 0.09253500000000002 0.092235000000000025 0.076175000000000007 0.090100000000000013 0.089875000000000024 -0.062294999999999996 1.0000000180025095e-35 -0.14001499999999997 0.0046550000000000003 0.087145000000000014 -0.00096999999999999983 0.15471500000000002 -0.52606999999999993 0.084110000000000004 -0.46166999999999997 0.07813500000000001 0.082485000000000017 -0.0063699999999999989 -0.084814999999999988 0.084770000000000012 0.073690000000000019 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 9 21 11 -4 10 12 18 26 -13 15 16 -11 25 -5 -8 -2 22 -3 -9 -16 -14 -1 29 -29 -28
right_child=1 6 8 7 -6 -7 19 23 -10 14 -12 13 17 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0020386223933276009 0.0017078727191569758 0.00091700168764766523 0.001493311975035288 0.00067066356307731519 0.0009161991511790127 0.0010674400841031233 0.00039518357278493267 0.00017966875712101171 0.0008641987784782499 0.0009083351988195817 0.0020193493062566231 0.0013856261143634888 0.0010543327045389544 0.00081320639489693386 0.0020469868028698181 0.0015549811707011693 0.0015247406565821638 0.0016190310101562258 0.0010892157847560108 2.3327749170342081e-05 0.0013354306438419915 0.0010540518270549821 0.00058476606050474457 0.00064408702684529856 0.0016710947008599158 0.0014890862465683932 0.0017294005864541789 0.0017589153877979079 0.0013538887034714186 0.0015925336895124978
leaf_weight=20 28 32 34 71 45 46 116 24 77 21 61 34 20 20 21 611 20 255 31 35 78 24 77 20 74 30 993 33 39 131
leaf_count=20 28 32 34 71 45 46 116 24 77 21 61 34 20 20 21 611 20 255 31 35 78 24 77 20 74 30 993 33 39 131
internal_value=0 0.000780105 0.00160146 0.00102593 0.00162643 0.00163989 0.000515233 0.00080976 0.0010569 0.0016512 0.00169363 0.000927937 0.00168057 0.00117362 0.00156133 0.00153323 0.00120902 0.00156922 0.000797871 0.000308992 0.00143381 0.000749386 0.000682303 0.000390768 0.00175419 0.00131518 0.0017085 0.00170298 0.00153953 0.00171345
internal_weight=0 590 2531 306 2420 2375 284 200 111 2329 1582 156 1521 54 747 652 41 305 102 151 106 133 109 44 95 50 1216 1196 72 1124
internal_count=3121 590 2531 306 2420 2375 284 200 111 2329 1582 156 1521 54 747 652 41 305 102 151 106 133 109 44 95 50 1216 1196 72 1124
is_linear=0
shrinkage=0.00196078


Tree=3471
num_leaves=31
num_cat=0
split_feature=1 3 2 2 4 4 2 2 132 160 1 14 39 4 14 16 123 15 40 3 0 50 1 3 43 42 151 2 2 15
split_gain=3.98032 0.836868 0.343093 0.332147 0.317368 0.303506 0.267691 0.367069 0.242791 0.284401 0.29527 0.231219 0.229019 0.205233 0.206413 0.246387 0.2025 0.19361 0.184172 0.179383 0.171437 0.242663 0.403178 0.761157 0.294555 0.209533 0.168266 0.160938 0.158458 0.153616
threshold=0.10337500000000001 -0.059315 0.095545000000000005 0.14753000000000002 0.27044500000000005 0.41257000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.088890000000000011 -1.0000000180025095e-35 0.14173500000000003 0.076975000000000002 0.10226500000000001 -0.029144999999999997 -0.23083499999999998 -0.004174999999999999 1.0000000180025095e-35 -0.21699999999999997 -0.077474999999999988 0.13524500000000003 -0.076579999999999995 0.089465000000000017 0.077845000000000011 -0.080634999999999984 -0.05647499999999999 0.11649000000000002 -0.030624999999999996 0.12043500000000001 0.14285500000000004 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 11 27 18 -8 9 -5 -11 20 13 -9 -15 17 28 -16 -3 26 -1 22 -22 -24 -25 -23 -19 -2 -4 -7
right_child=1 3 16 8 -6 29 7 12 -10 10 -12 -13 -14 14 15 -17 -18 19 -20 -21 21 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.019587367664834092 0.017745602029858025 0.0087791487810831969 0.017462612870040785 0.0080781663311287194 0.0070402097932639575 0.012906915054803618 0.020825995120310015 0.016997438223150217 0.011368976006000911 0.0033922616007697327 -0.012162266127192059 0.024997162327012965 0.00039797234796704007 0.01656079736120742 0.0015743095626088756 -0.0026961391170819602 0.009825718759869536 0.010054305619805267 0.00023827779944986108 0.004954287349697082 0.019007788729473049 0.025436834556361039 -0.0060181262093069766 0.0093842603405937565 0.02461821951649406 0.014889617189164123 0.020617769539356234 0.0082561979297315711 0.010861842450984302 0.0030418154059184926
leaf_weight=1445 168 51 539 26 21 38 31 38 23 23 26 71 26 29 27 21 42 38 50 31 92 48 23 30 22 31 25 20 39 27
leaf_count=1445 168 51 539 26 21 38 31 38 23 23 26 71 26 29 27 21 42 38 50 31 92 48 23 30 22 31 25 20 39 27
internal_value=0 0.0100711 0.0185564 0.00755284 0.019261 0.0146995 0.00893392 0.0105981 0.00238084 -0.000375528 -0.00486116 0.0194067 0.0092489 0.01035 0.00887276 0.00730266 0.0165301 0.00903799 0.00455099 0.0111818 0.0191719 0.0167316 0.0145714 0.00912949 0.0158294 0.0212981 0.0142462 0.0167361 0.0170172 0.0088091
internal_weight=0 718 2403 465 1783 253 367 266 98 75 49 1762 235 209 171 142 620 121 101 94 1691 246 167 75 52 79 63 188 578 65
internal_count=3121 718 2403 465 1783 253 367 266 98 75 49 1762 235 209 171 142 620 121 101 94 1691 246 167 75 52 79 63 188 578 65
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=31
num_cat=0
split_feature=1 52 1 12 124 2 42 1447 129 12 16 132 133 13 11 133 156 133 43 159 2 42 13 0 16 403 16 52 0 43
split_gain=3.22406 0.692803 0.401148 0.296626 0.28799 0.212641 0.206459 0.193458 0.180263 0.177283 0.28967 0.150964 0.151597 0.196852 0.146557 0.172405 0.256227 0.224705 0.633742 0.307619 0.235197 0.3297 0.176585 0.179747 0.241186 0.144419 0.153375 0.157234 0.145987 0.140887
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 0.088105000000000003 -0.076779999999999987 0.089005000000000015 -0.0060199999999999993 -0.082954999999999987 -0.04689999999999999 0.10016000000000001 -0.27167499999999994 0.091050000000000006 0.089200000000000015 -0.079299999999999995 0.077415000000000012 0.017095000000000003 0.11386000000000002 -0.020859999999999997 0.016310000000000002 0.087630000000000013 0.11982500000000001 -0.085874999999999993 -0.0044799999999999987 -0.23091999999999999 0.25084500000000004 -0.53255499999999989 0.071345000000000006 -0.081429999999999989 -0.080499999999999988 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 6 -6 -1 -7 -9 -5 -11 12 -3 -14 15 16 17 20 19 22 21 -10 -19 -24 -25 -17 27 -27 -28 -8
right_child=1 2 -4 9 5 7 29 8 14 10 -12 -13 13 -15 -16 25 -18 18 -20 -21 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.016940563929100066 0.017429596678107635 0.0092313163602037521 0.0035845513631647917 0.017624860202028816 0.017763840948302908 0.02202076912702372 0.011295296545399146 0.0061206718441098934 0.0274682407733053 0.00051427079015411439 0.013959148375443736 -0.00065101973712444316 0.0096833054492574035 -0.0032631003763526679 0.020822573611337061 0.01063634372449347 0.024776620346875416 0.0063892492155918816 -0.0037342798337340354 0.021250294428318741 0.005626672222279013 0.015276344096091877 0.0052865982055664068 0.019019259201207509 0.0071579086361452937 0.025795541108319803 0.007998083397332165 0.017883598129742124 0.016219183242517626 0.00098878469212823335
leaf_weight=39 87 267 160 56 1307 48 36 20 26 22 59 20 23 24 53 35 21 51 25 38 20 151 21 60 24 28 27 244 108 21
leaf_count=39 87 267 160 56 1307 48 36 20 26 22 59 20 23 24 53 35 21 51 25 38 20 151 21 60 24 28 27 244 108 21
internal_value=0 0.00906399 0.00791057 0.00938012 0.0167008 0.0169241 0.0113341 0.0158265 0.0155142 0.0132985 0.0103075 0.00777288 0.00830944 0.00307237 0.0157157 0.0154078 0.0139993 0.0134553 0.011251 0.0131821 0.0159058 0.0170672 0.0112168 0.0135616 0.0156303 0.0168004 0.0173304 0.0186981 0.014575 0.00749816
internal_weight=0 718 631 471 2403 2307 96 1000 952 137 81 334 314 47 932 879 437 416 219 194 197 177 156 105 84 442 407 272 135 57
internal_count=3121 718 631 471 2403 2307 96 1000 952 137 81 334 314 47 932 879 437 416 219 194 197 177 156 105 84 442 407 272 135 57
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=31
num_cat=0
split_feature=1 52 2 2 4 52 47 4 484 43 131 2 14 1 3 123 12 2 39 0 131 472 51 12 156 12 0 51 157 3
split_gain=2.61149 0.56117 0.347814 0.238008 0.243176 0.23427 0.203667 0.295558 0.225335 0.505135 0.20228 0.333343 0.180704 0.148484 0.212849 0.148063 0.146332 0.140054 0.138432 0.135357 0.132436 0.161167 0.132241 0.131915 0.123196 0.208429 0.150579 0.164719 0.299425 0.348632
threshold=0.10337500000000001 -0.40967499999999996 0.14285500000000004 0.095545000000000005 0.27044500000000005 0.12492500000000002 0.078345000000000012 0.40473500000000007 0.096415000000000015 0.084740000000000024 0.090030000000000013 0.31358000000000003 0.076975000000000002 0.077565000000000009 -0.116045 0.084025000000000016 0.11472500000000001 0.090425000000000019 0.10076500000000001 -0.062764999999999974 0.090385000000000007 -0.06698999999999998 0.11984500000000002 0.095780000000000018 0.090705000000000022 0.088365000000000013 -0.10607499999999999 -0.085534999999999986 -0.087424999999999989 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 5 4 12 6 8 -8 9 16 11 -4 13 22 -15 18 -3 -16 23 -7 21 -2 24 -5 26 -26 -1 28 -28 -30
right_child=1 2 10 15 -6 19 7 -9 -10 -11 -12 -13 -14 14 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.023020964839628767 0.010678468692931348 0.0050477209016662533 0.0037792163731317115 0.015598454089807996 0.0049201547656030882 0.016049285462041471 0.014350255913790558 0.0020189852048553385 -0.0038897607375734619 0.021779888788504259 0.011250397510064597 -0.0093926803795620802 0.020687271047278612 0.0066577753451253696 0.015059158790337812 0.0068253283717874163 0.013929275255795801 0.0070796808936511692 0.0061048009311375417 0.0071749868430197239 0.0093653186903490376 0.021544195017452503 0.0085215294818309223 0.012538189289265686 0.0039403111064097007 0.017454130873084069 0.01173403733198277 0.016021327274324784 0.017680994251176068 0.035733562940731649
leaf_weight=35 20 256 83 273 21 55 77 26 21 21 22 25 71 35 504 33 20 23 23 25 24 43 22 291 21 25 22 961 23 20
leaf_count=35 20 256 83 273 21 55 77 26 21 21 22 25 71 35 504 33 20 23 23 25 24 43 22 291 21 25 22 961 23 20
internal_value=0 0.00815759 0.00711951 0.0150307 0.0156175 0.00831546 0.00737282 0.0112375 0.00612105 0.00682889 0.00251051 0.000730166 0.015745 0.0155375 0.0142094 0.013343 0.00569131 0.0147109 0.0137094 0.0132761 0.0156866 0.0180948 0.0161987 0.0140195 0.0163512 0.0112848 0.0165709 0.0163509 0.0212228 0.0260775
internal_weight=0 718 631 2403 1783 501 421 103 318 297 130 108 1762 1691 562 620 276 527 587 80 87 63 1129 564 1107 46 1061 1026 65 43
internal_count=3121 718 631 2403 1783 501 421 103 318 297 130 108 1762 1691 562 620 276 527 587 80 87 63 1129 564 1107 46 1061 1026 65 43
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=31
num_cat=0
split_feature=1 3 1 12 484 16 3 1 2 0 4 149 151 16 16 475 4 0 150 133 13 0 13 3 42 2 47 0 12 1212
split_gain=2.12666 0.341424 0.310668 0.310937 0.302699 0.22043 0.209725 0.203167 0.198082 0.342066 0.187807 0.156899 0.156693 0.154929 0.350573 0.174959 0.150956 0.152055 0.14672 0.18022 0.186328 0.142104 0.131199 0.188521 0.186277 0.127613 0.183549 0.22242 0.118635 0.113656
threshold=0.10920500000000001 -0.049509999999999992 0.089625000000000024 0.087215000000000015 -1.0000000180025095e-35 0.52822500000000006 -0.079979999999999982 0.16540500000000002 0.10644500000000001 0.034820000000000011 -0.036839999999999991 0.079000000000000015 0.079100000000000018 0.19444000000000003 0.25792000000000009 -0.088274999999999978 -0.085594999999999991 -0.068604999999999985 0.116995 0.089405000000000012 -0.061684999999999997 -0.04917499999999999 -0.10278499999999999 0.090900000000000009 0.086135000000000003 0.09358000000000001 0.078345000000000012 -0.068944999999999992 0.11734000000000001 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 8 4 -4 6 -6 18 11 28 -2 13 25 15 -15 -1 -17 22 19 -3 -21 -12 24 29 -18 26 27 -8 -10 -24
right_child=1 7 3 -5 5 -7 12 -9 9 -11 21 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0077632911650365906 0.016870943160558288 0.0071640683531620387 0.020544957835227251 0.013301832809814824 -0.0013022447154591127 0.01728015470805324 0.014163438958877866 -0.0039512666082009672 0.013706921816382384 0.0010914907071153345 0.010911173008896175 0.022517454147885516 0.00059046936780214306 0.001161582029328264 0.013804360628128051 0.016643725404283032 0.025705584092065692 0.0072271533490669343 -0.0011843008740294366 0.0055296612652859442 -0.0059929256651388568 0.0044989057869481092 0.01745379552719932 0.0049237881871786989 0.013970812460437658 0.0064845561586976564 0.019778716676360508 0.0011826875026930462 0.0076322227035864046 0.013952792307179919
leaf_weight=38 33 258 20 346 28 22 33 25 183 29 93 23 25 29 90 300 24 31 31 36 23 55 102 22 31 88 22 22 39 1020
leaf_count=38 33 258 20 346 28 22 33 25 183 29 93 23 25 29 90 300 24 31 31 36 23 55 102 22 31 88 22 22 39 1020
internal_value=0 0.00648553 0.0133172 0.0113383 0.00872518 0.0077402 0.00677745 0.00475621 0.0139288 0.0113055 0.0100493 0.0143138 0.00796814 0.014202 0.0107233 0.014466 0.0146324 0.0141419 0.00538174 0.00602385 0.00103781 0.00852824 0.0143207 0.0140913 0.0190914 0.00908597 0.012059 0.00897114 0.0126397 0.0142711
internal_weight=0 554 2567 606 260 240 218 373 1961 251 181 1710 190 1687 119 1568 1530 1230 348 317 59 148 1199 1144 55 165 77 55 222 1122
internal_count=3121 554 2567 606 260 240 218 373 1961 251 181 1710 190 1687 119 1568 1530 1230 348 317 59 148 1199 1144 55 165 77 55 222 1122
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 14 47 47 2 13 3 2 1 3 49 0 16 4 3 40 1 43 3 157
split_gain=78.2372 8.64069 8.45963 5.13048 5.09577 3.83615 3.14431 2.62849 2.60451 2.27911 1.8204 1.61662 1.58274 1.09747 1.08245 0.872488 0.932772 0.778969 0.760771 0.711859 0.710367 0.69813 1.01936 0.666732 1.27451 0.590361 0.582053 0.562789 0.539536 0.566879
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.09141500000000001 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.076175000000000007 0.077555000000000013 0.091680000000000011 0.11389000000000002 -1.0000000180025095e-35 0.12745000000000004 0.11411 0.16175000000000003 -0.065819999999999976 -0.085174999999999987 -0.11173999999999999 -0.43320999999999993 -0.062539999999999984 0.090900000000000009 -0.077714999999999992 0.12958500000000003 -0.027014999999999997 -0.14847999999999997 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 12 8 11 -6 25 26 19 21 14 20 23 -11 -17 -2 -7 28 -9 22 -4 27 -25 -3 -10 -1 -8 -30
right_child=1 5 6 -5 7 18 10 13 9 15 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012535139304750106 0.0013595255792064741 0.0005175893148016028 0.0015476392180311914 0.0006179469314176306 0.0015221703223654535 0.00027584444135955017 0.0016619681319528527 0.0011213240085863599 0.0013754122543568705 0.00052057618635069792 0.0012327218426428004 0.0019362026563538308 0.0017859829340328354 0.0012022268222639035 0.00090120007996173461 0.00062917383857131971 0.0011039363029293526 0.00093256277342637379 -0.00013862008908911355 0.0013138579449698104 0.00072718936795762427 0.0015720067278758968 0.00099272610070115399 0.0014049415090054225 0.00090744525510578957 0.00019926891197244356 0.00091323419455804076 0.0016426950237330268 0.0012035266925065078 0.0014853852368363245
leaf_weight=20 92 42 35 74 28 90 63 21 22 94 160 46 35 31 20 41 26 20 21 103 108 1145 20 83 26 48 20 50 29 508
leaf_count=20 92 42 35 74 28 90 63 21 22 94 160 46 35 31 20 41 26 20 21 103 108 1145 20 83 26 48 20 50 29 508
internal_value=0 0.000668866 0.00146175 0.00101858 0.00120833 0.000507859 0.00151246 0.000967947 0.000625461 0.000748554 0.00142149 0.00157547 0.00140146 0.000870958 0.00133383 0.000642439 0.00081341 0.00128328 0.000197432 0.00146445 0.000791351 0.00156164 0.00134585 0.00138217 0.00128627 0.000347818 0.00115533 0.0015315 0.0014903 0.00147016
internal_weight=0 590 2531 186 422 404 2109 188 293 203 863 1246 234 160 199 161 67 112 111 703 129 1200 55 179 109 90 42 70 600 537
internal_count=3121 590 2531 186 422 404 2109 188 293 203 863 1246 234 160 199 161 67 112 111 703 129 1200 55 179 109 90 42 70 600 537
is_linear=0
shrinkage=0.00196078


Tree=3476
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 4 16 1 0 47 1 49 0 47 160 3 1 12 16 1 13 4 16
split_gain=74.296 11.9212 7.20518 6.38508 4.24293 3.20398 2.27566 2.18467 1.99459 1.79369 1.56209 1.54184 1.38975 1.34658 1.19168 1.60039 0.715747 0.620934 0.712074 0.61256 0.558891 0.501886 0.510436 0.500154 0.471024 0.489247 0.445563 0.442175 0.432744 0.60062
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.09580000000000001 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.13501500000000002 0.27834500000000006 -0.52595999999999987 0.086920000000000011 -0.097024999999999986 0.081320000000000017 0.076935000000000017 -1.0000000180025095e-35 -0.019414999999999998 0.090100000000000013 -0.067824999999999983 -0.0025099999999999996 0.16175000000000003 0.090545000000000014 0.19444000000000003 0.11588000000000001 0.049530000000000012 0.022185000000000003 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 14 10 -5 26 12 13 -4 -7 24 16 -16 19 -19 28 -3 -14 -23 -12 -1 -26 -6 -17 -15 -30
right_child=1 2 7 8 9 11 -8 -9 -10 -11 23 -13 21 17 15 27 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0015848525585663315 0.0014927920741762001 0.00066673858376566834 0.00080585221489802442 0.0013756636317471319 0.0014712655151537222 0.00092444767389380405 0.0018921841572773651 0.00088955712630365137 0.00078636887536923019 0.00071478520900341354 0.00024201423669577602 0.0010447364157443147 0.00062557365237167527 0.0014728741878036835 0.00098561167277749426 0.0015181264322479983 0.0014238584758070728 0.0012753565354068467 0.0016375077534260549 0.0011572475253889805 0.00093948402138042334 0.00045607204343224588 0.00014082438143554564 -9.8897970562416404e-05 0.0015180851742864915 0.0012195387281928424 0.0011683650425481993 0.0013088322970053305 0.0015718898571589414 0.0012672919706971037
leaf_weight=974 74 192 39 34 43 21 71 34 63 23 78 48 23 223 38 329 23 27 92 38 34 39 40 21 256 23 33 44 32 112
leaf_count=974 74 192 39 34 43 21 71 34 63 23 78 48 23 223 38 329 23 27 92 38 34 39 40 21 256 23 33 44 32 112
internal_value=0 0.000750319 0.000658595 0.00148593 0.000856052 0.00150627 0.00154831 0.000424385 0.000992926 0.00119455 0.000358485 0.00138164 0.000491037 0.00141131 0.00153384 0.00144529 0.00115085 0.00143082 0.00155534 0.00139423 0.000707771 0.000370666 0.000296453 0.0001697 0.00156451 0.00149347 0.00133974 0.00149344 0.00141877 0.00133498
internal_weight=0 673 599 2448 325 2351 1758 274 97 99 240 593 141 545 1687 434 61 524 119 405 226 102 79 99 1253 279 76 373 367 144
internal_count=3121 673 599 2448 325 2351 1758 274 97 99 240 593 141 545 1687 434 61 524 119 405 226 102 79 99 1253 279 76 373 367 144
is_linear=0
shrinkage=0.00196078


Tree=3477
num_leaves=31
num_cat=0
split_feature=1 2 3 12 1375 4 160 49 1 50 34 14 47 133 15 151 4 13 43 12 42 34 3 0 52 13 16 1453 52 1456
split_gain=2.44917 0.381942 0.338095 0.314197 0.2359 0.208191 0.200372 0.226324 0.241328 0.226452 0.197132 0.190386 0.188237 0.211266 0.201292 0.361401 0.183516 0.16745 0.245974 0.149846 0.142613 0.141788 0.138029 0.281885 0.194118 0.153653 0.141141 0.184929 0.1857 0.134605
threshold=0.10920500000000001 0.13622000000000004 -0.065819999999999976 1.0000000180025095e-35 -0.092319999999999985 0.40124500000000002 -0.44404499999999997 -0.088694999999999982 0.10060500000000001 0.11690000000000002 -0.021334999999999996 -0.46166999999999997 0.085505000000000012 0.089755000000000015 -0.41942499999999994 -1.0000000180025095e-35 -0.036839999999999991 -0.043669999999999994 0.10915000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.082914999999999989 -0.13309499999999996 -0.13027499999999997 0.13796000000000003 0.073000000000000023 0.0057500000000000008 -0.044999999999999991 -0.53964499999999982 -0.016459999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 -4 19 -6 -8 9 17 21 -12 13 14 -3 -16 -5 18 -9 -1 -20 -2 24 -24 25 -21 29 -28 -29 -25
right_child=1 12 4 16 6 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 20 22 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=0.0084445421118289239 0.0049081185200650782 0.004399195853300032 0.0020133637215780176 0.019710488910614343 0.020439769684112277 0.005654962666332722 0.018913284409791231 0.0066513413939422832 0.006873361284214289 0.0026253756490239705 0.017265583518892527 0.0068828357075223865 0.0089963518851436681 0.010428380063136242 0.0046335457649547612 -0.010257343489390154 0.010556846936629756 0.014790826896342183 0.021731797792017463 0.022615436129572411 0.010585236347590884 -0.0051555336336605254 0.0034348893571983681 0.018549534663856195 0.0082503247275599288 0.016314595974348849 0.0055965061870313464 0.01873210311030685 0.012454328978529727 0.014967044313983864
leaf_weight=36 42 49 23 27 29 25 42 76 99 22 20 151 40 21 28 39 116 213 22 62 24 21 22 114 20 103 31 59 234 1311
leaf_count=36 42 49 23 27 29 25 42 76 99 22 20 151 40 21 28 39 116 213 22 62 24 21 22 114 20 103 31 59 234 1311
internal_value=0 0.00679311 0.0141245 0.00859223 0.0119268 0.0147238 0.0123594 0.0118889 0.0112419 0.0124534 0.00633545 0.00809719 0.00296109 0.00119897 -0.000471867 -0.00403429 0.0122852 0.0130988 0.0101446 0.0148376 0.0159162 0.00155357 0.0149553 0.0146838 0.0175544 0.0186822 0.0148253 0.0129414 0.0137185 0.0152536
internal_weight=0 554 2567 377 550 2017 527 498 456 357 234 171 177 137 116 67 143 335 122 1992 46 63 1956 1771 185 165 1749 324 293 1425
internal_count=3121 554 2567 377 550 2017 527 498 456 357 234 171 177 137 116 67 143 335 122 1992 46 63 1956 1771 185 165 1749 324 293 1425
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=31
num_cat=0
split_feature=1 3 3 4 376 2 1 150 0 133 13 12 2 12 150 0 157 12 1 43 3 4 16 16 15 42 12 16 0 1203
split_gain=1.98382 0.330075 0.291244 0.241695 0.305996 0.303809 0.223167 0.253902 0.182925 0.182146 0.246239 0.1991 0.179398 0.189324 0.177389 0.205202 0.167881 0.165825 0.185712 0.161688 0.185119 0.161748 0.143115 0.142315 0.301422 0.169404 0.170534 0.149081 0.297999 0.143662
threshold=0.10920500000000001 0.31370500000000007 0.11924500000000002 0.41257000000000005 0.083705000000000016 1.0000000180025095e-35 0.089625000000000024 1.0000000180025095e-35 -0.10836499999999999 -0.083244999999999986 -0.08971999999999998 -0.010834999999999999 0.15109000000000003 0.090285000000000018 0.085210000000000022 -0.087319999999999995 -0.089089999999999989 -0.42850999999999995 0.13501500000000002 -1.0000000180025095e-35 0.149315 0.024790000000000003 -0.007794999999999999 0.19444000000000003 -0.076244999999999993 0.086950000000000013 0.10124000000000001 0.083160000000000026 -0.062764999999999974 0.10250500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 12 9 -4 -8 -11 -12 13 16 -9 -16 -1 -3 -19 -7 21 -21 -17 27 -25 26 -26 28 29 -15
right_child=1 17 8 -5 -6 19 7 14 -10 10 11 -13 -14 23 15 22 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.019135979070829659 0.013994820688082249 0.0065541321498208812 -0.0023633030871860685 0.0045205856861115839 -0.00012018072433889875 0.0015529364323577819 0.01830464513765441 0.0007998669461812824 0.010357465797390504 0.0019849630184471611 0.0053674548619279741 0.012999655350542847 0.0039482387248426674 0.01359665776988042 0.0053386329941401654 0.0092581610505779576 0.013917601258856736 0.0044693898010774759 -0.006264205090410542 0.019603697557679631 0.0031903362755687781 0.0078469571471214295 0.020711941039189698 0.017557821750233415 -0.0044518824031745848 0.010132634090432139 0.0079992427405985913 0.019552281423802338 0.0048269846238829994 0.0053116036303849385
leaf_weight=65 119 35 20 187 31 39 45 32 26 25 38 340 20 430 56 24 1196 27 40 22 29 25 20 32 22 54 22 31 47 22
leaf_count=65 119 35 20 187 31 39 45 32 26 25 38 340 20 430 56 24 1196 27 40 22 29 25 20 32 22 54 22 31 47 22
internal_value=0 0.0061138 0.0127121 0.00727333 0.00921584 0.0104527 0.012856 0.0111348 0.0048267 0.0122705 0.0115967 0.0122324 0.0133703 0.0134684 0.00728026 0.00935398 0.0141866 0.00097549 -0.00193873 0.0067873 0.00947336 0.0133501 0.0144644 0.0120962 0.00913119 0.00637963 0.00177368 0.0128234 0.0124054 0.0131934
internal_weight=0 554 2567 452 265 234 2521 580 46 448 403 378 1941 1921 132 100 1261 102 67 115 76 47 44 660 130 98 44 530 499 452
internal_count=3121 554 2567 452 265 234 2521 580 46 448 403 378 1941 1921 132 100 1261 102 67 115 76 47 44 660 130 98 44 530 499 452
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 2 1 14 457 1 1 2 2 11 0 13 4 52 3 2 4 13 12 43 10 43 13
split_gain=65.2145 7.76545 7.32447 5.75935 4.35059 2.99906 2.73149 2.64255 2.00037 1.76172 1.40884 1.087 2.13097 1.06151 0.861637 0.717184 0.690002 0.709263 0.607728 0.728842 0.617376 0.647071 0.556546 0.538812 0.562548 0.538666 0.467166 0.42683 0.408686 0.413075
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.13082500000000002 0.40124500000000002 0.089775000000000008 0.09253500000000002 0.076175000000000007 0.080930000000000016 0.084525000000000003 0.090540000000000023 0.14019000000000004 0.17025000000000004 1.0000000180025095e-35 -0.14226499999999997 -0.10664 -0.0073899999999999999 0.039215000000000007 -0.080104999999999996 -1.0000000180025095e-35 0.49041500000000005 -0.28558999999999996 0.093965000000000007 0.064745000000000011 -0.38851999999999992 -0.080324999999999994 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 5 8 15 25 10 -4 13 16 -13 -1 -2 23 18 -18 -10 26 21 -21 -15 24 -3 -5 -20 -17 29 -11
right_child=1 6 9 7 -6 -7 -8 -9 11 28 -12 12 -14 22 -16 27 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015571070869480946 0.0007613096003925878 0.00034948598337816261 0.0013320606373757502 0.0016358210881745891 0.00087144288524563271 0.00096115204013460056 0.00092660225206991833 0.00074134511885300179 0.0011878223936347401 0.0010348795704039344 0.001842110242601421 0.0014988798030557478 0.00074829260002523882 0.0011266909546051285 0.00039906678362381141 0.00030979465455839447 0.0018980992781689101 0.0015062824964135616 0.001514029673979813 0.001477807009093512 0.0014624736420341426 0.0012093771569146963 0.0014460419159113935 0.00033818276437822155 0.00078689398891594522 0.0013008897295952134 0.0013247290745810774 -5.5170978075839621e-05 0.00056289932242725965 0.00069612334843944103
leaf_weight=1082 195 20 34 24 45 41 38 33 40 31 58 33 26 23 29 28 23 78 369 48 134 123 239 95 26 80 58 22 21 25
leaf_count=1082 195 20 34 24 45 41 38 33 40 31 58 33 26 23 29 28 23 78 369 48 134 123 239 95 26 80 58 22 21 25
internal_value=0 0.000728934 0.00145283 0.000908099 0.00147542 0.00148687 0.000446497 0.00122478 0.0014961 0.000960318 0.0015429 0.0014257 0.00116811 0.00152999 0.000714412 0.000350978 0.0014431 0.00159551 0.00142317 0.00143603 0.00136282 0.00128473 0.00141801 0.000422527 0.000596717 0.00137818 0.00148832 0.00014921 0.000796172 0.000883649
internal_weight=0 590 2531 361 2420 2375 229 137 2334 111 1402 932 59 1344 224 191 873 101 772 732 305 171 262 141 46 104 427 50 77 56
internal_count=3121 590 2531 361 2420 2375 229 137 2334 111 1402 932 59 1344 224 191 873 101 772 732 305 171 262 141 46 104 427 50 77 56
is_linear=0
shrinkage=0.00196078


Tree=3480
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 11 2 4 1 160 1447 159 52 1 15 0 133 12 4 1 0 0 0 47
split_gain=56.2282 8.92028 5.90058 4.86638 3.32651 3.0044 2.23929 1.84172 1.51892 1.40415 1.32363 1.19049 1.0154 0.954638 0.786644 0.610399 0.605004 0.479649 0.526829 0.852861 0.73832 0.561866 0.461463 0.467631 0.520921 0.448185 0.459401 0.435033 0.456056 0.426737
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.090425000000000019 0.092845000000000025 0.11474000000000002 1.0000000180025095e-35 0.14838000000000004 0.27834500000000006 0.086920000000000011 -1.0000000180025095e-35 -0.082869999999999985 0.0089800000000000019 -0.56176499999999996 0.087325000000000014 -1.0000000180025095e-35 -0.11991499999999998 0.017095000000000003 0.095780000000000018 0.022185000000000003 0.085110000000000005 -0.070154999999999981 -0.23091999999999999 -0.11173999999999999 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 6 8 12 11 -5 -6 14 13 -4 27 -15 -10 18 -18 21 -21 -20 -23 -24 -25 26 -19 -1 -29 -3
right_child=1 2 7 9 10 -7 -8 -9 16 -11 -12 -13 -14 15 -16 -17 17 25 19 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018096563512203739 0.0014348626397372429 0.00072480118142979617 0.00079128238689181105 0.0013025696805190189 0.0013163968613150196 0.00096478262532721543 0.00086461901451686239 0.00092841545366945284 0.0016392010624172581 0.00081689390335597234 0.00077953858162893358 0.0017587388645440786 0.00026700029825316922 0.00068326476486582383 0.0014205577729042632 0.00035794106206825518 0.0015986032443108902 0.0015222960437824523 0.0016935859407697406 0.00091592158732655782 0.0013379502693468309 0.0013014885508398704 0.0014831056944534526 0.0013981840929953879 0.0011157587657566943 0.0017672786233471889 0.0012360586456707638 0.0013040473592868861 0.0015261473406381607 0.00096312865889883648
leaf_weight=20 74 192 41 37 76 48 24 34 39 60 23 68 84 30 406 85 36 84 21 30 34 237 176 105 33 20 29 37 904 34
leaf_count=20 74 192 41 37 76 48 24 34 39 60 23 68 84 30 406 85 36 84 21 30 34 237 176 105 33 20 29 37 904 34
internal_value=0 0.000792605 0.000713261 0.00143255 0.00089195 0.0014503 0.00146042 0.000501313 0.0014667 0.00100215 0.00119167 0.00150552 0.000440806 0.000534394 0.00149292 0.000442808 0.00140069 0.00138914 0.00136784 0.00135478 0.00114012 0.0013788 0.0013668 0.0014161 0.00133065 0.00149672 0.00144884 0.0015235 0.00151741 0.000760656
internal_weight=0 673 599 2448 325 2351 2303 274 2279 97 99 1435 240 156 1367 115 844 805 672 636 64 572 551 314 138 133 113 961 941 226
internal_count=3121 673 599 2448 325 2351 2303 274 2279 97 99 1435 240 156 1367 115 844 805 672 636 64 572 551 314 138 133 113 961 941 226
is_linear=0
shrinkage=0.00196078


Tree=3481
num_leaves=31
num_cat=0
split_feature=1 1 12 3 47 49 4 12 123 1 12 2 4 4 14 4 3 4 159 150 16 42 0 16 2 3 157 52 3 0
split_gain=46.687 7.39 4.68255 3.93564 2.18197 1.86695 1.83259 1.58197 1.32175 1.20647 1.17322 1.03758 1.146 0.96757 0.697371 0.665898 0.811536 0.8961 0.603476 0.714422 0.547553 0.543226 0.537371 0.794152 0.526454 0.517222 0.563207 0.502617 0.452871 0.446184
threshold=0.104035 0.12408500000000001 0.085055000000000006 -0.065819999999999976 0.12958500000000003 0.14705000000000004 0.27834500000000006 0.051320000000000005 0.08128500000000001 0.084785000000000013 0.090455000000000021 0.14285500000000004 0.27834500000000006 0.033845000000000007 0.076175000000000007 -0.059649999999999988 0.090900000000000009 0.0033150000000000007 0.082585000000000006 0.083555000000000004 -0.059624999999999991 0.11688500000000002 -0.10836499999999999 -0.43320999999999993 0.11474000000000002 -0.13927999999999999 -0.08107499999999998 0.0031350000000000002 -0.0069549999999999994 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 7 11 8 -4 -1 15 -10 14 12 -3 25 22 -5 21 -18 19 24 -6 -17 23 -9 28 -12 -27 -15 -2 -21
right_child=1 4 6 5 20 -7 -8 10 9 -11 13 -13 -14 27 -16 16 17 -19 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001066768186607074 0.00094699827946868593 0.00090572949315430198 0.0013791495075008268 0.0014713102267101142 0.00076832217023228161 0.00074228253639211836 0.00087923747527946699 0.0014989495010269123 0.0014348575346220551 0.00091078889802595497 0.0016139419975099898 0.00037526838902752276 0.00052407379646172189 0.0011778803152951076 0.0017498768603100496 0.0013925730662088212 0.00075944432507014297 0.0012717845472468047 0.00068823779577060649 0.0010013478643753949 0.0011924633395438101 0.0011240513777198578 0.0015109722659982366 0.0010235334990575989 0.00084179614058343011 0.0011625383784568386 0.0014383260516737603 0.0014603563294974522 0.0013043267800917032 0.0006627087905542253
leaf_weight=38 25 43 130 109 22 25 36 35 24 57 61 97 102 91 45 168 21 35 70 21 25 35 1043 22 38 30 558 33 30 52
leaf_count=38 25 43 130 109 22 25 36 35 24 57 61 97 102 91 45 168 21 35 70 21 25 35 1043 22 38 30 558 33 30 52
internal_value=0 0.000846481 0.00101841 0.00142409 0.000607327 0.00126379 0.00127073 0.00146293 0.00129283 0.00106607 0.00147078 0.000532244 0.000637254 0.00141176 0.00151063 0.00134274 0.00128863 0.00107966 0.000840927 0.000905314 0.000993929 0.00134628 0.00150084 0.00131546 0.00101928 0.00144208 0.00142426 0.00125306 0.0011419 0.000760126
internal_weight=0 691 402 2430 289 474 166 1956 449 81 1918 242 145 773 1145 368 259 56 236 166 47 203 1100 57 93 649 588 124 55 73
internal_count=3121 691 402 2430 289 474 166 1956 449 81 1918 242 145 773 1145 368 259 56 236 166 47 203 1100 57 93 649 588 124 55 73
is_linear=0
shrinkage=0.00196078


Tree=3482
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 2 14 0 0 4 0 12 4 15 2 1 16 0 15 43 2 0 52 3
split_gain=52.58 6.65807 5.63398 3.73774 3.50681 2.30724 2.03174 1.73488 1.7054 1.38658 1.32575 1.2988 1.24506 1.18577 1.11485 1.10528 0.794081 1.00801 0.74819 1.26251 0.822314 0.711138 0.656419 0.593518 0.734815 0.558458 1.14091 0.60334 0.510402 0.508963
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090455000000000021 -0.16363499999999997 0.40124500000000002 0.033845000000000007 0.14838000000000004 0.10402500000000002 0.076175000000000007 -0.068189999999999987 -0.23194499999999998 0.27834500000000006 -0.097024999999999986 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.096255000000000021 -0.040964999999999994 -0.11173999999999999 -0.095244999999999982 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 -1.0000000180025095e-35 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 14 10 12 -6 -5 16 15 13 23 21 -1 -3 -8 -18 20 -20 -16 -9 -7 24 -4 27 -27 -2 -13 -17
right_child=1 5 6 8 7 22 9 11 -10 -11 -12 28 -14 -15 18 29 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018429490865445603 0.00038642778390032405 0.00086735211296538634 0.0015936081315956864 0.0013971208909595097 0.0014698138803827996 0.0007409771570089477 0.0017319582240822838 0.0013624164603850768 0.00085109446406807752 0.00125565817284638 0.00030020641885423479 0.00054602868371077023 0.001855130153823285 0.00073323452158593669 0.0016579319640072582 0.0006801288876021553 0.0014511457669662215 0.0010505981059635385 0.0013968295815628563 0.00090322785766642425 0.0011900910574431513 0.0010266042502062418 0.0012045305246621177 0.0015359561247637091 0.0011218184103665787 0.0012259382968661428 0.00078790638191367115 0.00084611647091456586 0.00090295899756222188 0.00040778719677447194
leaf_weight=22 21 45 22 91 35 23 37 54 29 169 82 24 46 25 52 41 715 25 76 27 20 44 24 1065 30 29 108 23 43 74
leaf_count=22 21 45 22 91 35 23 37 54 29 169 82 24 46 25 52 41 715 25 76 27 20 44 24 1065 30 29 108 23 43 74
internal_value=0 0.000792715 0.00144272 0.000996816 0.00123591 0.00058014 0.0014841 0.00106865 0.00126516 0.00141662 0.000502931 0.000994757 0.00153899 0.00111441 0.00142693 0.000606827 0.00145163 0.00143761 0.00137463 0.00126744 0.00152798 0.00121164 0.000977685 0.00152597 0.00132142 0.000818905 0.000880628 0.00062672 0.000775103 0.000504883
internal_weight=0 590 2531 301 422 289 2109 225 120 946 242 190 1163 123 197 160 777 740 175 103 72 98 47 1117 52 181 137 44 67 115
internal_count=3121 590 2531 301 422 289 2109 225 120 946 242 190 1163 123 197 160 777 740 175 103 72 98 47 1117 52 181 137 44 67 115
is_linear=0
shrinkage=0.00196078


Tree=3483
num_leaves=31
num_cat=0
split_feature=1 4 12 3 150 15 1 2 4 2 42 3 48 0 1 15 3 0 3 1 0 49 1213 42 402 1210 42 51 401 50
split_gain=2.80878 0.407235 0.382986 0.383201 0.273115 0.264062 0.271727 0.249018 0.19745 0.189629 0.184086 0.211903 0.358942 0.299141 0.170661 0.166062 0.163674 0.16236 0.213469 0.17497 0.251633 0.225175 0.207531 0.241779 0.202486 0.283436 0.512794 0.14711 0.145365 0.141924
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.12178000000000001 0.084680000000000019 0.035560000000000008 0.08864000000000001 0.25063000000000007 0.053180000000000012 0.14285500000000004 0.09112000000000002 -0.0063699999999999989 -0.0046349999999999994 -0.0058249999999999994 0.11910500000000002 -0.11713499999999999 0.10542000000000001 -0.083554999999999977 -0.045649999999999989 0.08776500000000001 -0.09515499999999999 0.11560500000000001 0.104315 0.088670000000000013 -1.0000000180025095e-35 -0.086074999999999985 0.085730000000000015 0.012085000000000002 0.085900000000000018 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 9 6 15 14 17 27 11 13 -13 -8 -3 -1 -14 19 -19 21 -21 22 24 -24 25 -4 -27 -2 -16 -26
right_child=1 7 8 -5 -6 -7 10 -9 -10 -11 -12 12 16 -15 28 -17 -18 18 -20 20 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.022571930128695638 0.015714188578554937 0.010016692101231052 0.013633654239986623 -0.00029043569894773619 0.005547899841373537 0.02088281878227876 0.010864347146125511 -0.0047567292232997722 0.013460227426189575 0.0046309207971380268 0.0011834810397704132 0.0026222080330957067 0.014591862779010888 -0.0032575296168215573 0.0052622300612230628 0.014262877229179245 0.024849504660815001 0.015825677984327883 0.005392240453511477 0.0037495890321830906 0.016230494415919696 0.0082487214761583702 0.0038904158398509027 0.019253437940496953 0.018718255133951586 0.019844255777341981 0.039610386018951733 0.0094552646524139819 -0.0037834844272583729 0.014359230236096802
leaf_weight=29 114 72 21 21 82 44 60 24 247 27 20 22 70 20 159 141 20 1006 20 21 70 23 21 20 528 35 21 56 20 87
leaf_count=29 114 72 21 21 82 44 60 24 247 27 20 22 70 20 159 141 20 1006 20 21 70 23 21 20 528 35 21 56 20 87
internal_value=0 0.00770567 0.0155569 0.0128968 0.0103974 0.0135469 0.0127019 0.00497478 0.0161178 0.012416 0.0103136 0.0112647 0.0140724 0.00733388 0.00590529 0.0156803 0.0168713 0.0164682 0.0156223 0.017493 0.0133503 0.0179916 0.0182973 0.0113846 0.0187069 0.0235412 0.0272566 0.0136524 0.00425154 0.0181016
internal_weight=0 554 2567 447 279 426 382 275 2120 197 212 192 112 80 251 170 90 1873 1026 847 91 756 733 41 692 77 56 170 179 615
internal_count=3121 554 2567 447 279 426 382 275 2120 197 212 192 112 80 251 170 90 1873 1026 847 91 756 733 41 692 77 56 170 179 615
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 12 3 3 4 0 4 2 14 0 12 40 12 11 4 49 3 4 3 0 159 12 3 0 1
split_gain=59.6548 7.56397 6.51867 3.60634 3.45288 3.11746 2.24567 1.71132 2.00429 1.67837 1.44209 1.39744 1.30038 1.29306 1.15371 0.953259 0.797676 0.773553 0.780254 0.91225 0.753322 0.719481 1.02588 1.39494 0.714167 0.649854 0.633846 0.908026 0.620712 1.02217
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.11690500000000002 0.09141500000000001 0.30112000000000005 0.10299500000000002 -0.16363499999999997 -0.068189999999999987 0.033845000000000007 0.10402500000000002 0.076175000000000007 -0.23194499999999998 -0.42850999999999995 -0.074429999999999982 0.13597000000000004 0.080455000000000013 -0.15464999999999998 -0.012034999999999999 -0.11171999999999999 -0.046564999999999988 0.013900000000000001 -0.23001499999999997 0.082585000000000006 -0.083994999999999986 0.11658 -0.10836499999999999 0.075045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 20 25 13 8 -7 -5 12 17 16 28 -1 -9 -11 18 19 -8 -2 -16 -23 -24 -18 26 -3 -28 29 -4
right_child=1 5 6 9 -6 7 11 15 -10 10 -12 -13 -14 -15 21 -17 24 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019034654327042388 0.0010161049404711115 0.0007315727432197003 0.0015735798779337165 0.0015115057474591818 0.00081517866111316568 0.00054032580292851743 0.0011602795904590972 0.00061610573886613324 0.0010012964821037125 0.0010229769708061751 0.00066467102653547828 0.0013112417087369763 0.00089378788044639662 0.0019293823789960792 0.0011038508448822826 0.00021299991604319032 0.0011661210673545729 0.0012007082250168229 0.0017319718389849136 0.0015226295606292049 0.0014359801820299101 0.0016868728257360913 0.0014969798513487273 0.00096510689801130537 0.0015849739914671908 0.00069955962988297693 0.001318224091882357 0.0008502133994125852 0.0016049791116994547 0.0010389660835704384
leaf_weight=22 20 22 44 35 74 132 28 34 50 35 32 160 60 46 23 67 29 29 65 581 92 56 70 26 34 34 37 28 1136 20
leaf_count=22 20 22 44 35 74 132 28 34 50 35 32 160 60 46 23 67 29 29 65 581 92 56 70 26 34 34 37 28 1136 20
internal_value=0 0.000816647 0.001509 0.00128654 0.00114385 0.000666006 0.00155351 0.00055338 0.000666966 0.00111693 0.00104425 0.00147663 0.00112113 0.00160676 0.00148026 0.000348699 0.00126031 0.00151427 0.00152777 0.00150597 0.001361 0.00142706 0.00147596 0.00135293 0.00139217 0.000929421 0.00101925 0.00111662 0.00159439 0.00140651
internal_weight=0 590 2531 422 186 404 2109 283 182 225 190 863 158 1246 197 101 98 703 674 609 112 175 152 96 63 121 87 65 1200 64
internal_count=3121 590 2531 422 186 404 2109 283 182 225 190 863 158 1246 197 101 98 703 674 609 112 175 152 96 63 121 87 65 1200 64
is_linear=0
shrinkage=0.00196078


Tree=3485
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 150 43 2 376 3 52 3 1 15 4 39 1 1 0 1 3 1456 132 402 403 484 12 16 402 4
split_gain=2.60545 0.390921 0.35392 0.32844 0.258839 0.287148 0.234825 0.220061 0.206609 0.199847 0.218105 0.194959 0.177649 0.177199 0.176212 0.151539 0.249183 0.305263 0.149391 0.341035 0.190815 0.186245 0.169619 0.192052 0.18405 0.302905 0.374151 0.229256 0.180988 0.318728
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.10980500000000001 -0.085594999999999991 0.11411 0.083785000000000012 0.31534000000000006 0.056145000000000007 0.076840000000000006 0.13075500000000004 -0.41942499999999994 0.053180000000000012 0.096625000000000016 0.11212500000000002 0.11751000000000002 -0.089964999999999976 0.089175000000000018 -0.045649999999999989 -0.079704999999999984 -0.014134999999999998 0.090595000000000023 0.23383500000000004 -0.081614999999999979 0.087695000000000009 -0.082404999999999992 0.083170000000000008 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 6 -6 -1 12 -8 11 -11 15 -2 -9 18 16 -3 -18 19 21 22 -4 -20 28 25 -25 -27 -28 29 -24
right_child=1 9 14 -5 5 -7 8 13 -10 10 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.013646901467802456 0.016200233950602806 -0.0025853249221108859 0.011556702543360492 0.0024163547919791506 0.01595584222809503 0.0037904033437371255 -0.0017227585357613862 0.013384647060970398 0.0097592268211190557 -0.0019894602890047483 0.0082635767807005319 0.010134312709092968 0.0057482590805739168 0.0030483780158033899 0.0131081648200641 0.0013059753460586596 0.020579599067568781 0.0062526002355674602 0.018556391006232388 0.0072337081479081121 0.0058492563851177699 0.019895261482521895 0.026714989879047094 0.010295485959134321 0.013912697677832035 0.031281920636118031 0.010262429218908603 0.02352325288229622 0.0076582359150052072 0.014824634049169633
leaf_weight=74 87 20 30 30 255 21 25 27 42 59 32 117 20 43 247 71 20 58 181 27 20 250 23 22 59 36 22 32 34 1137
leaf_count=74 87 20 30 30 255 21 25 27 42 59 32 117 20 43 247 71 20 58 181 27 20 250 23 22 59 36 22 32 34 1137
internal_value=0 0.00751784 0.0150795 0.0125224 0.0132495 0.0150302 0.00976375 0.0113946 0.0054749 0.0056977 0.001616 0.00699642 0.0142466 0.00703522 0.0156187 0.00482403 0.00737282 0.00992619 0.0159498 0.0179669 0.0155544 0.0190018 0.0156799 0.0152985 0.0184328 0.020814 0.0233852 0.0181207 0.0148496 0.0150604
internal_weight=0 554 2567 447 417 276 141 177 67 377 91 286 107 70 2120 169 98 78 1873 307 1566 280 1546 1365 171 112 90 54 1194 1160
internal_count=3121 554 2567 447 417 276 141 177 67 377 91 286 107 70 2120 169 98 78 1873 307 1566 280 1546 1365 171 112 90 54 1194 1160
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=31
num_cat=0
split_feature=1 52 1 12 15 3 3 50 1 3 49 2 457 15 160 16 4 11 43 15 1429 41 16 150 15 475 16 43 12 159
split_gain=2.11041 0.324088 0.316327 0.286676 0.27221 0.310689 0.224996 0.210716 0.196061 0.203856 0.191069 0.173379 0.310179 0.279456 0.205414 0.166828 0.165935 0.188722 0.217323 0.187836 0.155444 0.146723 0.139897 0.13943 0.148853 0.170255 0.13825 0.161427 0.181328 0.158804
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.14026500000000003 0.093575000000000019 -1.0000000180025095e-35 -0.032624999999999994 0.11448000000000001 0.078435000000000019 -0.41942499999999994 -0.077849999999999989 -0.11118499999999999 0.40124500000000002 1.0000000180025095e-35 -0.20207499999999998 0.13592500000000005 -0.0091699999999999993 0.08690500000000001 -0.40995499999999996 0.087000000000000008 -0.14712999999999996 -0.068264999999999978 0.0073350000000000004 0.0016850000000000001 0.083645000000000011 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 5 6 -1 11 23 -10 -11 12 13 14 -3 -4 17 19 -19 26 -20 -13 -15 24 -8 -26 27 -5 -29 -28
right_child=1 2 15 16 -6 -7 8 -9 9 10 -12 21 -14 22 -16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0037497868685907616 0.014445090008564877 0.012235188148105923 0.0040225096231819519 0.014977424769342475 0.018384993937797845 -0.00015500106472665301 0.022750276979058983 0.01648259242065251 0.005995358854930341 0.0060097031117904752 0.017895258128594018 0.0038328384799895948 -0.0027398850768804552 0.020811619670130316 0.00026159747810053981 -0.0064009535226172629 0.0052118472129915883 0.0081389722117984845 0.011821166643998229 0.0070869521098211406 0.020369373226605963 0.012595764955594427 0.011516077701166711 0.0070776645690202719 0.0058194258842955938 0.015365046318754228 0.013052767549107567 0.0033103581285104156 0.01310657368896649 0.0067969715197947122
leaf_weight=37 50 23 34 1188 48 26 22 22 84 21 38 212 21 20 38 28 21 22 26 40 117 21 85 25 22 124 297 20 342 47
leaf_count=37 50 23 34 1188 48 26 22 22 84 21 38 212 21 20 38 28 21 22 26 40 117 21 85 25 22 124 297 20 342 47
internal_value=0 0.00676605 0.00600425 0.0135716 0.0112702 0.0104143 0.011151 0.00694254 0.011966 0.00915968 0.0136648 0.00644282 0.00871076 0.0101593 0.00477623 -0.000684861 0.0140568 0.0141453 0.0173917 0.0138684 0.0188152 0.00462263 0.0132867 0.0140453 0.0150821 0.0139267 0.0140116 0.0144141 0.0125653 0.0121981
internal_weight=0 554 504 2567 447 399 373 442 336 143 59 420 187 166 61 62 2120 2099 165 1934 143 233 105 193 168 146 1894 1550 362 344
internal_count=3121 554 504 2567 447 399 373 442 336 143 59 420 187 166 61 62 2120 2099 165 1934 143 233 105 193 168 146 1894 1550 362 344
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 2 4 1 1 1 1 0 1 1 52 52 1 50 52 2 475 0 15 3
split_gain=100.001 15.4806 8.70676 7.68907 5.405 4.89015 3.86713 2.99102 2.70543 2.66263 2.5023 2.17664 1.32333 1.31688 1.29976 1.00738 0.793271 0.78042 0.730634 0.714572 0.655779 0.628397 0.625024 0.600006 0.589704 0.499856 0.458712 0.635035 0.538024 0.449056
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089775000000000008 -0.15289999999999995 0.090540000000000023 0.122715 0.16175000000000003 0.13075500000000004 -0.23051499999999997 0.12000500000000001 0.13288500000000003 -0.56176499999999996 -0.52606999999999993 0.12958500000000003 0.041865000000000006 -0.16675999999999999 0.098630000000000009 -0.082014999999999991 -0.026509999999999995 -0.040804999999999994 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 18 9 22 11 -4 13 -10 -1 21 23 -5 -13 -3 -14 -19 -2 -8 -6 -11 -22 -27 28 -28 -23
right_child=1 4 10 16 15 -7 8 -9 12 24 -12 17 19 -15 -16 -17 -18 20 -20 -21 25 29 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.006214360438015756 0.0062156248819854 0.0050840544077306012 0.0059572478066678694 0.0053153421832065955 0.0046540508982282954 0.0055085769032730773 0.005844224159280321 0.0054523277906031392 0.0056594531910092224 0.0061942427766089343 0.0052972001113737255 0.0057099833013185492 0.0051761576020562892 0.0060551476163738195 0.0055703385122891132 0.0042764065701977102 0.0048935495463072083 0.0062988615347669011 0.0047150064952587419 0.0047963889099909866 0.0060996609945790535 0.0056941361378525833 0.0054073861066032862 0.0050114900925580189 0.0065792641272911651 0.0062467348947850528 0.0059554928533471115 0.0057525458716707672 0.0061371082489244562 0.0060284974727224799
leaf_weight=1081 45 30 34 60 65 48 34 24 20 20 63 24 142 245 29 21 24 45 66 22 442 23 20 25 65 27 197 41 92 47
leaf_count=1081 45 30 34 60 65 48 34 24 20 20 63 24 142 245 29 21 24 45 66 22 442 23 20 25 65 27 197 41 92 47
internal_value=0 0.00525083 0.00610425 0.00566629 0.00503796 0.00612801 0.00516254 0.00614092 0.00529654 0.00614817 0.00552856 0.00613498 0.00518328 0.00618494 0.0059413 0.00466311 0.00519483 0.00605864 0.00483033 0.00512521 0.00606856 0.00603485 0.00568243 0.00475334 0.00648867 0.00605559 0.00600101 0.00598091 0.00601331 0.00591864
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 1326 144 111 84 868 96 164 844 115 54 90 85 799 357 330 289 70
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 1326 144 111 84 868 96 164 844 115 54 90 85 799 357 330 289 70
is_linear=0
shrinkage=0.00196078


Tree=3488
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 1 2 47 14 2 2 16 1 2 4 160 4 2 2 12 15 10 47 4 475 16 52 52 15
split_gain=62.7172 9.68628 6.60281 5.40819 3.64398 3.46081 1.96735 1.87815 1.82229 1.77599 1.73294 1.21809 1.18758 1.0343 1.11121 0.985967 0.748445 0.711115 0.755789 0.567974 0.534431 0.524676 0.635343 0.493461 0.45056 0.4469 0.465838 0.631691 0.622764 0.447503
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.099185000000000009 0.089410000000000003 0.092845000000000025 0.14122000000000004 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.14838000000000004 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.27834500000000006 -1.0000000180025095e-35 -0.55119499999999988 0.092365000000000017 -0.0091949999999999983 0.10061500000000002 -0.40580499999999992 -0.38124499999999995 0.090100000000000013 0.063160000000000008 -0.082014999999999991 -0.015314999999999997 -0.56022499999999986 0.029970000000000007 -0.067579999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 23 -5 12 11 13 20 15 -6 17 19 -4 -17 -1 -19 -15 -7 -13 -23 -3 -9 -14 28 -28 29 -27
right_child=1 2 8 6 7 10 -8 24 -10 -11 -12 21 25 14 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0020713594725597253 0.0016473724512882483 0.00090147659233446838 0.00096573081492864587 0.001555030354682137 0.0010824624595104479 0.0016803260454360176 0.00098369438731353695 0.00089917710525732415 0.00108718821046296 0.0019972411894515324 0.00091005476526693715 0.00060444056934638886 0.0017561451542091786 0.0013279825474396792 0.001193503962427962 0.00087784704088775159 0.00051760982019523848 0.0017287470200241664 0.0016125311552273836 0.0016487814809130516 0.0013510187434474887 0.00051032379832045697 7.2537335324161559e-05 0.001158169762692237 0.0013103962403719499 0.001317544182466266 0.0017996515991752333 0.0014383353103474817 0.0016986542349129265 0.0016725041622996542
leaf_weight=21 72 188 41 37 20 40 62 20 34 76 23 33 45 23 25 30 85 1203 262 274 36 25 26 34 21 36 21 163 123 22
leaf_count=21 72 188 41 37 20 40 62 20 34 76 23 33 45 23 25 30 85 1203 262 274 36 25 26 34 21 36 21 163 123 22
internal_value=0 0.00096811 0.000885914 0.00164617 0.00166505 0.00107675 0.00119722 0.00151079 0.000662344 0.00170361 0.00138163 0.000602158 0.00154902 0.00169127 0.00159052 0.000704662 0.000611585 0.0017131 0.00170796 0.00162394 0.00152434 0.000411793 0.000287139 0.00094079 0.0011098 0.00157178 0.00154905 0.00147957 0.00161967 0.00145218
internal_weight=0 667 595 2454 2355 321 99 471 274 1884 99 240 430 1808 322 156 115 1486 1465 297 76 84 51 222 41 410 365 184 181 58
internal_count=3121 667 595 2454 2355 321 99 471 274 1884 99 240 430 1808 322 156 115 1486 1465 297 76 84 51 222 41 410 365 184 181 58
is_linear=0
shrinkage=0.00196078


Tree=3489
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 4 159 14 2 0 12 4 47 47 16 49 1 2 47 4 3 3 0 2 50 15 160 39
split_gain=71.4935 8.19742 7.59319 5.96437 4.21173 2.93799 2.61683 2.50601 2.23269 1.60683 1.34487 1.24095 1.37835 1.09277 0.97544 0.915791 0.875475 0.86508 0.773865 0.769164 0.798227 0.679214 1.03244 0.663849 0.661318 0.510844 0.489663 0.6238 1.04201 0.470859
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.042705000000000007 -0.16363499999999997 0.082585000000000006 0.076175000000000007 0.11389000000000002 -0.079119999999999982 0.13597000000000004 0.27834500000000006 0.091680000000000011 0.077555000000000013 -0.44310499999999992 -0.012034999999999999 0.16175000000000003 0.14285500000000004 0.10670500000000001 -0.062539999999999984 0.090900000000000009 -0.23446499999999998 -0.10836499999999999 0.14753000000000002 0.089465000000000017 0.040760000000000005 -0.074254999999999988 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 29 9 -6 19 11 15 24 23 16 -9 21 -8 -2 -7 20 -5 -1 -23 -13 -4 -10 27 28 -25 -3
right_child=1 5 6 8 7 18 13 14 25 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.001720740315960903 0.001097380089409211 0.00092905657666467515 0.0013885460699013634 0.00098021327017963904 0.0016928085829923606 0.00051948456851654793 0.0017297885700124473 0.0010060918659152659 0.00071522368115205649 0.0020343023742619998 0.0011160242771348001 0.0018489518507091892 0.0011723151101785548 0.0010769921517561351 0.0013943439831392889 0.0019254980381939006 0.0014679090507036332 0.001547323782171638 0.00014182924596117992 0.00070039608985610611 0.0013240083958953618 0.001580033865826591 0.0011322692699651732 0.0010923926315916464 0.001748130248693457 0.00033233065060735525 0.0017409924193604899 0.0016574009615576849 0.0015628744462635182 0.00066870235081388963
leaf_weight=70 20 96 20 74 31 126 69 126 37 59 22 59 24 21 31 33 170 92 25 22 40 83 26 21 1170 21 117 248 131 37
leaf_count=70 20 96 20 74 31 126 69 126 37 59 22 59 24 21 31 33 170 92 25 22 40 83 26 21 1170 21 117 248 131 37
internal_value=0 0.000884035 0.00164198 0.00110669 0.00140189 0.000644127 0.00169002 0.00118335 0.000898696 0.00171592 0.00157747 0.00170543 0.00163272 0.00150583 0.00108275 0.00162535 0.00154351 0.00146698 0.000456959 0.00103606 0.00110084 0.00157002 0.00147323 0.0016519 0.00174209 0.00057659 0.00162942 0.00159678 0.00149787 0.000856627
internal_weight=0 590 2531 306 422 284 2109 188 194 1849 234 1790 600 260 157 212 239 112 151 136 114 179 109 576 1190 58 517 400 152 133
internal_count=3121 590 2531 306 422 284 2109 188 194 1849 234 1790 600 260 157 212 239 112 151 136 114 179 109 576 1190 58 517 400 152 133
is_linear=0
shrinkage=0.00196078


Tree=3490
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 4 2 3 0 2 2 51 43 130 4 4 3 43 50 15 150 49 2 41 12 12 1 51 16
split_gain=60.7712 7.42574 6.57994 5.95658 3.38361 2.64757 2.42804 1.81139 1.76425 1.9229 1.4885 1.65929 1.29831 1.08209 0.954892 0.935519 0.897011 0.848054 0.944676 0.848018 0.828821 0.825104 0.790847 0.729059 0.703546 0.681533 0.674081 1.01656 0.65593 0.652563
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.27044500000000005 0.053180000000000012 0.11362000000000001 -0.14186499999999996 -0.064754999999999993 -1.0000000180025095e-35 0.10803500000000001 -0.10056999999999998 -0.066504999999999995 -0.070634999999999989 0.27834500000000006 -0.011209999999999999 0.095270000000000007 -0.083134999999999987 0.041865000000000006 0.040760000000000005 0.09487000000000001 -0.012034999999999999 0.081135000000000013 0.075585000000000013 0.13597000000000004 0.088245000000000004 0.089175000000000018 0.084305000000000019 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 7 22 8 12 20 26 -2 -12 -1 23 -13 29 -16 18 -6 -3 28 -15 -5 -14 -22 -11 27 -10 -4 -8
right_child=1 19 6 5 17 -7 15 -9 9 25 11 14 13 21 16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017815947330784246 0.00064247699700167903 0.00039275771401384299 0.0018394852588286207 0.0011223397164733387 0.0010780430975414457 0.00091015229984427301 0.0016524539442552531 0.0010115616193193185 0.0017190295930306072 0.0014871243067271377 0.0013515607326054105 0.00046287086262714625 0.00092358853741019385 0.0015784796867125933 0.0012291601757651812 0.0010561745845122275 0.00084723829746579608 0.0012617888081727043 0.00054384338359038029 0.00076863261435813955 0.0017749154310600429 0.0011551454409445619 0.001551727274829863 0.0013691728958993956 0.0021962854365058255 0.0011145593263142462 0.0016249699667129662 0.0012707787503798804 0.0014624409487142282 0.0014194194674501369
leaf_weight=55 93 100 68 20 35 44 66 31 709 133 32 20 20 154 29 21 128 39 20 30 25 20 94 48 39 22 828 20 24 154
leaf_count=55 93 100 68 20 35 44 66 31 709 133 32 20 20 154 29 21 128 39 20 30 25 20 94 48 39 22 828 20 24 154
internal_value=0 0.000893289 0.00159209 0.00101023 0.00136859 0.00131871 0.00163681 0.00146258 0.00166071 0.00164252 0.000848841 0.000940668 0.00150966 0.00144785 0.000866382 0.00145159 0.000917784 0.00104062 0.000883789 0.000479498 0.00186033 0.00152982 0.0014764 0.00123812 0.00203169 0.00143424 0.00166325 0.00170673 0.00174113 0.00148933
internal_weight=0 590 2531 460 422 158 2109 328 1868 1712 302 209 297 242 177 241 157 94 55 130 156 174 114 68 64 155 1557 729 92 220
internal_count=3121 590 2531 460 422 158 2109 328 1868 1712 302 209 297 242 177 241 157 94 55 130 156 174 114 68 64 155 1557 729 92 220
is_linear=0
shrinkage=0.00196078


Tree=3491
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 14 1 2 4 0 15 4 4 1 1 4 16 0 10 2 43 14 0 4 4 12 15
split_gain=48.6253 8.11997 4.83488 4.39259 2.74261 2.38943 1.7856 1.7184 1.57244 1.341 1.212 1.06065 0.875037 1.31903 0.753402 0.738516 0.769097 0.667627 0.66617 0.572051 0.558969 0.542894 0.777033 0.517126 0.504216 0.490398 0.535816 0.996307 0.471809 0.454859
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.12958500000000003 0.40473500000000007 0.14285500000000004 0.062655000000000016 0.092845000000000025 0.14285500000000004 0.27834500000000006 -0.10151999999999999 -0.10653 -0.17966999999999997 -0.013125 0.093100000000000002 0.085605000000000014 0.0061450000000000003 -0.040964999999999994 0.14486500000000005 -1.0000000180025095e-35 0.10467500000000002 0.0034250000000000005 -0.23083499999999998 -0.079119999999999982 -0.49013999999999996 -0.15289999999999995 0.095780000000000018 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 8 10 -4 15 12 -5 11 -3 13 -1 -2 20 28 29 25 -7 23 -16 -23 -6 -24 -14 -27 -28 -17 -15
right_child=1 5 6 9 7 19 -8 -9 -10 -11 -12 -13 18 17 21 16 -18 -19 -20 -21 -22 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0016540821623422352 0.0012616200445621621 0.00093622603872005274 0.0014397775740459672 0.0013615514512534614 0.001562892119903582 0.00082660906988641487 0.00092865134358618561 0.00098678566615648328 0.0018270360242251921 0.00088381124276257271 0.00039478972797674187 0.0005690569601708394 0.0015708357208678767 0.001274620150985504 0.00061415987375158961 0.0014656123277443098 0.0010360811820015704 0.0010946862782691183 0.0013670815344826847 0.0012593487618503226 0.0012320074154409256 0.0012243551448279737 0.0010746901498778778 0.0013637758744182334 0.00080074426387718783 0.0016794652405708196 0.001042446942111246 0.0014859517820927353 0.0012890650498759901 0.0016453012999366311
leaf_weight=48 20 43 129 37 191 23 33 39 70 58 97 102 1106 35 29 113 29 49 80 24 31 25 32 68 134 47 21 268 120 20
leaf_count=48 20 43 129 37 191 23 33 39 70 58 97 102 1106 35 29 113 29 49 80 24 31 25 32 68 134 47 21 268 120 20
internal_value=0 0.000893706 0.00107393 0.00148318 0.0015 0.000643019 0.00133566 0.00138456 0.00153912 0.00106988 0.000564447 0.000677942 0.00152708 0.00138522 0.000897257 0.00141266 0.00133721 0.00126113 0.00154124 0.00104758 0.00148083 0.000864133 0.000902087 0.00151061 0.000853553 0.00155091 0.0014853 0.00145372 0.00137469 0.00140941
internal_weight=0 691 402 2430 2335 289 162 591 1744 95 242 145 1674 152 240 552 262 104 1522 47 290 220 191 259 166 1442 336 289 233 55
internal_count=3121 691 402 2430 2335 289 162 591 1744 95 242 145 1674 152 240 552 262 104 1522 47 290 220 191 259 166 1442 336 289 233 55
is_linear=0
shrinkage=0.00196078


Tree=3492
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 3 0 2 2 15 0 43 4 11 15 51 14 15 40 1 34 2 150 39 3 3 31 0 16 43
split_gain=3.51952 0.488004 0.47046 0.322329 0.378576 0.449808 0.333604 0.271344 0.244829 0.235705 0.250543 0.232307 0.215068 0.223692 0.223005 0.450388 0.272026 0.222779 0.188651 0.185671 0.15958 0.190673 0.199189 0.176273 0.203289 0.204239 0.172944 0.159404 0.157904 0.158137
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.071924999999999989 0.11411 0.31358000000000003 -1.0000000180025095e-35 -0.14454499999999995 -0.086909999999999987 0.40124500000000002 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 0.078235000000000013 0.13592500000000005 -1.0000000180025095e-35 0.13075500000000004 -0.021334999999999996 0.11548000000000001 0.085395000000000013 0.10308000000000002 0.16158000000000003 0.12745000000000004 -0.077289999999999984 0.056435000000000006 0.0073350000000000004 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 27 6 9 19 20 10 -6 -8 13 17 15 -15 -16 28 -13 -2 26 22 -22 24 25 -23 -3 -1 29 -4
right_child=1 8 12 -5 5 -7 11 -9 -10 -11 -12 18 -14 14 16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.026739057454591 0.022343052310291038 0.011245175975538488 0.02320055009804553 0.029278817414133636 0.014573054369177343 0.0053723934035974016 0.019603563201698392 0.012338129247572008 0.001450492615829437 0.026115622355191166 0.021839099962909878 0.013308821495791729 0.012187945878221876 0.026290563903748988 0.039932027751845976 0.009611803225707264 0.02581514046073724 0.014671539491973818 -0.00011041530407965185 0.01165768561884761 0.018506470383880171 0.011828335883910768 0.0077014016664840972 0.0043514180411067275 0.0078576825537647194 0.021933762979072832 0.00047861130256205802 0.017709431920907109 0.020274657789322678 0.020813176640517142
leaf_weight=60 87 37 1188 27 103 33 22 70 26 43 88 22 21 85 21 20 39 40 20 20 76 60 22 36 65 30 25 29 344 362
leaf_count=60 87 37 1188 27 103 33 22 70 26 43 88 22 21 85 21 20 39 40 20 20 76 60 22 36 65 30 25 29 344 362
internal_value=0 0.0128474 0.021636 0.0186878 0.0180069 0.0164501 0.0176769 0.0171789 0.0108138 0.0194267 0.0179208 0.0112791 0.0222576 0.0223584 0.0258927 0.0231137 0.0307561 0.0220569 0.00691871 0.0203458 0.0115073 0.0124949 0.0160808 0.010655 0.0121191 0.0151968 0.00690382 0.0237968 0.0222128 0.022643
internal_weight=0 554 2567 447 420 331 298 177 377 234 191 64 2120 2099 165 105 60 1934 42 107 351 289 98 191 155 90 62 89 1894 1550
internal_count=3121 554 2567 447 420 331 298 177 377 234 191 64 2120 2099 165 105 60 1934 42 107 351 289 98 191 155 90 62 89 1894 1550
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=31
num_cat=0
split_feature=1 4 12 155 44 4 474 1 2 150 0 0 4 43 3 149 1 13 1456 159 403 15 49 43 50 1212 2 0 1447 159
split_gain=2.85081 0.421614 0.381073 0.284072 0.261087 0.306647 0.378705 0.373396 0.234084 0.199852 0.24105 0.324573 0.186708 0.181001 0.213564 0.164936 0.174561 0.158584 0.210943 0.242873 0.20331 0.22833 0.271781 0.275115 0.257158 0.220827 0.220453 0.197049 0.191648 0.748056
threshold=0.10920500000000001 0.26450500000000005 0.051320000000000005 0.10158500000000002 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.25063000000000007 0.084680000000000019 -0.13843999999999998 -0.026509999999999995 0.053180000000000012 -0.080324999999999994 -0.00083499999999999991 0.07770500000000001 0.12000500000000001 -0.085384999999999975 -0.15824499999999997 0.10904500000000002 0.104315 0.085935000000000025 0.085970000000000005 -0.082144999999999982 0.083090000000000011 0.041590000000000009 0.084885000000000002 -0.085669999999999982 -0.085539999999999991 -0.085489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 -1 7 -7 15 10 -2 -12 17 -9 -15 16 -3 18 -4 20 21 22 24 -24 27 26 -23 -20 29 -19
right_child=1 8 12 -5 -6 6 -8 13 -10 -11 11 -13 -14 14 -16 -17 -18 28 19 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021417137968950395 0.0066451566244453454 0.012917490864225938 0.031747894805102123 0.025248912277906627 0.026350935576138674 0.018638415714757071 0.0014667733293026687 0.015503191600354122 -0.00060956483539484916 0.0092707431709277456 0.019147514476159103 0.0068142024083779409 0.017447635232233385 -0.0006185406818985939 0.011643859540701521 0.017997163872827182 0.0070648458438618668 0.026688840016722684 0.018815377457557542 0.010993652098945209 0.016381758095563522 0.03947639375925064 0.035523744177771731 0.022213703563267535 0.024325273846165816 0.021252194228462685 0.02644533792863021 0.0088459944973389316 0.020036654509352186 -0.00066176399588584905
leaf_weight=89 27 75 21 22 27 179 20 63 24 80 119 26 247 20 49 22 159 20 114 21 56 20 24 44 76 39 37 24 1357 20
leaf_count=89 27 75 21 22 27 179 20 63 24 80 119 26 247 20 49 22 159 20 114 21 56 20 24 44 76 39 37 24 1357 20
internal_value=0 0.0115627 0.0194724 0.0143514 0.016819 0.0162062 0.0148051 0.0156629 0.00883368 0.0134 0.0153206 0.016936 0.0200319 0.0116279 0.00808954 0.00971898 0.00894069 0.0203727 0.021949 0.0214968 0.022005 0.0228381 0.0214041 0.0269114 0.0196541 0.0270504 0.0310176 0.0170816 0.0198356 0.0130135
internal_weight=0 554 2567 274 447 420 331 311 280 252 172 145 2120 132 69 256 234 1873 476 455 434 378 282 68 214 96 57 138 1397 40
internal_count=3121 554 2567 274 447 420 331 311 280 252 172 145 2120 132 69 256 234 1873 476 455 434 378 282 68 214 96 57 138 1397 40
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=31
num_cat=0
split_feature=1 3 3 4 376 2 160 49 456 150 2 4 12 2 0 12 2 4 16 4 15 12 14 0 2 159 52 16 16 4
split_gain=2.30916 0.358904 0.322099 0.269811 0.28909 0.297672 0.25607 0.325805 0.283369 0.237527 0.271824 0.268335 0.45983 0.242994 0.220268 0.206718 0.201377 0.187496 0.463285 0.164672 0.228456 0.157718 0.15651 0.154942 0.159607 0.182887 0.180984 0.167451 0.154094 0.133925
threshold=0.10920500000000001 0.31370500000000007 -0.072624999999999981 0.41257000000000005 0.083705000000000016 1.0000000180025095e-35 -0.54200499999999985 0.14705000000000004 0.060100000000000008 0.10980500000000001 0.079055000000000014 -0.010655 0.093105000000000007 0.085730000000000015 0.22582000000000002 -0.42850999999999995 0.15950500000000004 -0.04890499999999999 -0.008904999999999998 0.27834500000000006 -0.15914499999999995 0.092465000000000006 -0.46166999999999997 -0.23194499999999998 0.098630000000000009 0.083870000000000014 0.31299000000000005 -0.039889999999999988 -0.43320999999999993 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 4 5 21 -4 8 9 10 11 12 -8 -12 19 -3 -17 -7 -19 20 -1 -2 -5 -15 25 27 -26 -25 -24 -22
right_child=1 15 6 22 -6 17 7 -9 -10 -11 13 -13 -14 23 -16 16 -18 18 -20 -21 29 -23 28 24 26 -27 -28 -29 -30 -31
leaf_value=0.025799814666189799 0.023691427487708434 0.011277009993791581 0.024988153403890986 0.014082416619307229 0.0045934247153420604 0.01803856966396173 -6.2128245780194129e-05 0.0048618855388385465 0.026598893527103509 0.0067648178927840726 0.025830847636929583 0.016936657519016247 0.01875790810212493 0.0082304386988930091 0.008238762693310326 0.0056279061129316695 -0.0060462221630256281 0.013880194901039117 -0.0019774103032735488 0.010691638337448239 0.019558575950729809 0.015882707484365429 0.0094790375137714985 0.014244799285691667 0.014122134288024167 0.025020396174528659 0.024071448683389465 0.021589790967454277 0.0025870674712213985 0.017685866304171703
leaf_weight=41 38 35 28 42 31 30 37 29 23 31 28 44 20 23 22 45 22 58 27 28 547 81 96 77 213 39 20 52 49 1265
leaf_count=41 38 35 28 42 31 30 37 29 23 31 28 44 20 23 22 45 22 58 27 28 547 81 96 77 213 39 20 52 49 1265
internal_value=0 0.0104064 0.0175252 0.0116155 0.0136679 0.0148701 0.0156288 0.0152168 0.0157115 0.0152827 0.0157602 0.01107 0.00654139 0.0168082 0.0181868 0.00504837 0.00179461 0.0112419 0.00884307 0.0183032 0.0184182 0.0183762 0.00870703 0.0162124 0.0166702 0.0190197 0.0149762 0.0172056 0.00715003 0.0182512
internal_weight=0 554 2567 452 265 234 664 636 607 584 553 101 57 452 1903 102 67 115 85 1881 1853 119 187 424 401 168 233 129 145 1812
internal_count=3121 554 2567 452 265 234 664 636 607 584 553 101 57 452 1903 102 67 115 85 1881 1853 119 187 424 401 168 233 129 145 1812
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=31
num_cat=0
split_feature=1 12 52 44 4 157 157 1 1 12 16 16 16 9 4 16 0 50 15 50 16 3 41 4 1 13 43 1 43 2
split_gain=1.8711 0.412344 0.317161 0.232 0.219565 0.26103 0.254942 0.237489 0.210099 0.193654 0.186481 0.194782 0.182167 0.177756 0.253988 0.176111 0.164155 0.163212 0.154362 0.153074 0.147899 0.147075 0.143418 0.178413 0.140049 0.202425 0.133426 0.143952 0.261519 0.198855
threshold=0.11551000000000002 0.051320000000000005 -0.26636999999999994 1.0000000180025095e-35 -0.17966999999999997 -0.078969999999999985 -0.08237499999999999 0.095950000000000021 0.14860500000000001 -1.0000000180025095e-35 -0.039889999999999988 -0.50690499999999983 0.0057500000000000008 0.081890000000000004 0.40124500000000002 0.24134000000000003 -0.14226499999999997 0.13705000000000003 0.13592500000000005 -0.24464999999999995 -0.11118499999999999 0.090900000000000009 0.077565000000000009 -0.51253999999999988 0.076935000000000017 -0.019614999999999997 -0.11720999999999999 0.10797500000000002 -0.078139999999999973 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 9 6 -6 10 17 -1 11 -7 -12 14 16 -11 24 19 22 -4 -10 -13 23 -18 -3 -26 -9 -28 -29 -30
right_child=2 13 8 -5 5 7 -8 26 20 15 12 21 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0082333276048302661 0.01691514672013 0.0274908516979353 0.016238668667418615 0.021988887825448597 0.011496338387951256 0.021535641234368089 -0.0035909571172115171 0.018022328283404932 0.0066603758933899155 0.025586128870158327 0.023848992263754976 0.013117768511302391 0.012775955869195364 0.023996705313991951 0.0056627921122328747 0.015567794101352388 0.024058078801066713 0.017335078872201849 0.0099819485362187578 0.0073854931110289212 -0.0031539352643968803 0.0035375799475745721 0.0083299490704160668 0.016156030196959145 0.022555792927677329 0.010008203107863664 0.0069020095765510775 0.0025108929350972178 0.022136586602277089 0.010849672817700618
leaf_weight=20 40 22 21 28 24 20 21 20 34 28 39 59 24 29 23 47 29 20 41 279 28 22 23 1938 36 20 102 20 27 37
leaf_count=20 40 22 21 28 24 20 21 20 34 28 39 59 24 29 23 47 29 20 41 279 28 22 23 1938 36 20 102 20 27 37
internal_value=0 0.0156036 0.00844316 0.0131263 0.0126398 0.011647 0.0044556 0.0125217 0.00755604 0.0169765 0.0153611 0.0126979 0.0196307 0.0162203 0.0161145 0.019308 0.0162285 0.00858833 0.0160556 0.00800522 0.00222811 0.0105157 0.0161807 0.0162725 0.0207304 0.0180745 0.0102611 0.00942661 0.0124922 0.0156113
internal_weight=0 2699 422 538 510 415 45 370 382 95 164 101 63 2161 2132 75 2109 320 2031 300 62 81 1990 1967 78 56 206 186 84 64
internal_count=3121 2699 422 538 510 415 45 370 382 95 164 101 63 2161 2132 75 2109 320 2031 300 62 81 1990 1967 78 56 206 186 84 64
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=31
num_cat=0
split_feature=1 3 15 41 46 12 3 4 42 1210 150 52 132 3 394 3 479 50 50 160 160 97 2 1447 1453 400 41 41 484 0
split_gain=1.51824 0.257432 0.2332 0.227031 0.221603 0.260133 0.233319 0.219719 0.216804 0.202308 0.197711 0.181212 0.177764 0.198651 0.170071 0.164664 0.164056 0.181217 0.200627 0.181037 0.173182 0.157783 0.177249 0.157159 0.23875 0.153522 0.155069 0.15326 0.146704 0.143199
threshold=0.10920500000000001 0.31370500000000007 0.024640000000000006 0.075585000000000013 0.084955000000000017 0.082095000000000015 0.11924500000000002 -0.010655 0.11688500000000002 -0.0084249999999999985 -0.093459999999999988 -0.046924999999999988 0.10613500000000002 0.42240500000000009 -0.079949999999999979 -0.082334999999999978 0.088785000000000017 1.0000000180025095e-35 0.10672000000000002 0.0065900000000000012 -0.4136149999999999 -0.049229999999999996 0.11144000000000001 -0.086059999999999984 -0.065549999999999983 -0.077004999999999976 0.077565000000000009 0.079395000000000007 -0.070054999999999992 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 23 5 6 10 11 9 -7 -1 15 13 -3 -12 -2 17 25 -19 20 -20 -9 -23 -4 -25 -11 -27 -5 -24 -30
right_child=1 12 3 27 -6 8 -8 21 -10 16 14 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 28 24 -26 26 -28 -29 29 -31
leaf_value=0.0024540425743907694 0.018655444391770287 0.0046037357774647803 0.021040404360832238 0.028679012004286054 0.023080168830473785 0.0063443796634073228 0.0016742263855412604 0.00099832865609122165 0.0053684500112597434 0.0069716627166296055 0.0052729708651895642 0.01980333971084967 0.011023794032203464 -0.0068292891251898946 0.012917917199154326 0.0081780494803873199 0.0062122408685314915 0.021215773508380085 0.016658349150592194 0.02099395922410327 0.0085177991216127975 0.011872063138514383 -0.0011412223312072456 0.0052661907554675752 0.014969491846378717 0.014602809438629266 0.0069998612577494767 0.01721753051970154 0.010976126043838852 0.0052248884621451819
leaf_weight=22 20 55 41 20 23 31 25 28 28 30 32 31 26 21 321 60 23 81 56 37 49 119 20 26 1026 640 28 28 81 93
leaf_count=22 20 55 41 20 23 31 25 28 28 30 32 31 26 21 321 60 23 81 56 37 49 119 20 26 1026 640 28 28 81 93
internal_value=0 0.00842417 0.0141965 0.015262 0.0133439 0.0131843 0.0110281 0.00944819 0.0140442 0.0142933 0.0116517 0.0133126 0.00388636 0.00144461 0.0122249 0.0107974 0.0145544 0.0147627 0.0172444 0.014979 0.0128594 0.00819028 0.00883365 0.0149664 0.0147297 0.0139698 0.0142841 0.0219931 0.00696988 0.00790219
internal_weight=0 554 2567 1141 1426 1403 400 452 1003 975 375 111 102 76 353 80 944 921 223 142 105 341 313 1093 1052 698 668 48 194 174
internal_count=3121 554 2567 1141 1426 1403 400 452 1003 975 375 111 102 76 353 80 944 921 223 142 105 341 313 1093 1052 698 668 48 194 174
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 47 14 2 123 12 43 2 2 34 2 4 31 4 52 52 13 2 12 160 47 0 3 47 159
split_gain=57.3359 9.75115 6.15964 4.62648 3.51809 3.43527 2.27662 2.01336 1.83525 1.78053 1.46029 1.90157 1.36843 1.05442 0.882414 0.82671 0.642999 0.625051 0.618451 0.599138 0.594322 0.579411 0.720318 0.539802 0.53657 0.53284 0.705737 0.607952 0.472994 0.470329
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.27834500000000006 0.089410000000000003 0.095545000000000005 0.13082500000000002 0.062655000000000016 0.14285500000000004 1.0000000180025095e-35 0.051320000000000005 -0.066504999999999995 0.11474000000000002 0.14838000000000004 -1.0000000180025095e-35 -0.0091949999999999983 -0.0070899999999999991 -0.077289999999999984 0.27834500000000006 0.12492500000000002 -0.56176499999999996 -0.47860499999999995 0.31358000000000003 0.10124000000000001 -1.0000000180025095e-35 0.077555000000000013 -0.10474999999999998 0.090900000000000009 0.078345000000000012 0.014475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 13 10 9 20 11 15 16 14 17 -1 -6 -4 -16 28 -7 -15 -23 -18 -20 26 27 -13 -3 -22
right_child=1 2 6 -5 12 8 -8 -9 -10 -11 -12 25 -14 21 18 -17 23 -19 24 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068824104964733119 0.0014365063693808819 0.00066374551555483795 0.00050550873437813361 0.00064876990137146965 0.001578442526586128 0.0015990904814407456 0.00092799349124856765 0.0017839002128341049 0.00088589605882336833 0.00093653558529078627 0.0014730364849378449 0.0014055873477753673 0.00075032845717511003 0.00048583868656648335 0.00081498780010661246 0.0012209591439235556 0.0013612887815611788 4.3214405488853245e-05 0.0007647660118288575 0.0010618458483733382 0.001311877061937693 0.00029474493667308615 -0.00014713344115363744 0.00098206240497123701 0.00039724285508237298 0.0016070223598049099 0.001506275069739564 0.00097535129229561627 0.00090241033402203668 0.0014750628855464477
leaf_weight=24 76 176 22 30 22 36 37 74 39 42 1531 23 23 24 34 21 31 23 21 20 420 37 23 27 56 36 45 28 39 81
leaf_count=24 76 176 22 30 22 36 37 74 39 42 1531 23 23 24 34 21 31 23 21 20 420 37 23 27 56 36 45 28 39 81
internal_value=0 0.000773909 0.000692027 0.00141401 0.000869672 0.00142357 0.000475263 0.00146726 0.00129761 0.00132534 0.00145354 0.00128492 0.00117183 0.000405467 0.000500836 0.000936843 0.00129302 0.000269225 0.000594732 0.000737235 0.00135575 0.000228353 0.000125358 0.00118475 0.000497476 0.00140359 0.0013273 0.00116938 0.000707038 0.00133826
internal_weight=0 691 615 2430 338 2400 277 1782 618 579 1708 177 103 240 156 45 80 45 111 235 537 84 60 58 77 132 96 51 215 501
internal_count=3121 691 615 2430 338 2400 277 1782 618 579 1708 177 103 240 156 45 80 45 111 235 537 84 60 58 77 132 96 51 215 501
is_linear=0
shrinkage=0.00196078


Tree=3498
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 0 2 0 14 2 4 12 4 15 2 16 2 0 52 4 2 43 2 481 0
split_gain=73.2575 9.40415 8.02901 5.80632 4.5661 3.20551 2.72264 2.36369 2.06288 1.85216 1.51554 1.55866 1.51527 1.49715 1.45255 1.81004 0.859414 0.858684 1.16579 0.850272 0.830177 0.798442 0.931523 0.742409 0.71354 0.691229 0.685902 1.30681 0.663911 0.590158
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.12958500000000003 0.40124500000000002 -0.16363499999999997 0.033845000000000007 -0.067094999999999988 0.092235000000000025 -0.23194499999999998 0.076175000000000007 0.14285500000000004 0.27834500000000006 0.13597000000000004 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.059624999999999991 0.088930000000000023 -0.11437499999999999 1.0000000180025095e-35 -0.036839999999999991 0.10402500000000002 -0.08076499999999999 0.11177500000000001 -0.00080999999999999985 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 12 13 14 24 -6 16 11 -10 -1 21 15 -3 -7 19 -19 -14 -8 -4 -23 25 -5 -13 29 -28 -24 -2
right_child=1 6 5 7 8 9 20 -9 10 -11 -12 23 17 -15 -16 -17 -18 18 -20 -21 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019594075208041756 0.0003062551839400629 0.00086121860676267967 0.0016314460481805402 0.0017223221776935199 0.0015030168769072417 0.0015184156356148875 0.00063749114449887989 0.00082561954666379939 0.0013009639627886013 0.0012704525840486966 0.00058057279271237991 0.0010564451758888946 0.0017057761941360093 0.0019634791163176627 0.00021383132512958116 0.00038156996970593079 0.0011736851938678413 0.0014198398165658531 0.00093883724256698189 0.0012312970073966711 0.0011597463371706945 0.0011797611191717656 0.0017697803277701616 0.0012414453485432792 0.0013497032309958332 0.00067303240256615321 0.0011948638435067801 0.0007260660895538031 0.0015054244339479685 0.00076089429683770548
leaf_weight=22 21 43 912 29 35 674 22 29 63 160 30 29 53 46 97 102 29 76 26 20 25 29 44 20 62 48 29 108 215 23
leaf_count=22 21 43 912 29 35 674 22 29 63 160 30 29 53 46 97 102 29 76 26 20 25 29 44 20 62 48 29 108 215 23
internal_value=0 0.000736072 0.00150331 0.000978638 0.00125643 0.00155271 0.000483435 0.0013131 0.00106558 0.00146086 0.000984996 0.00106083 0.0014744 0.00161633 0.000399563 0.000523811 0.00150419 0.00141343 0.00129723 0.00157578 0.000915286 0.00160302 0.00151302 0.00090486 0.00146845 0.000817435 0.000756896 0.000825301 0.00155033 0.000543907
internal_weight=0 590 2531 301 422 2109 289 120 225 863 190 160 197 1246 242 145 703 175 102 73 47 1200 288 97 91 77 181 137 259 44
internal_count=3121 590 2531 301 422 2109 289 120 225 863 190 160 197 1246 242 145 703 175 102 73 47 1200 288 97 91 77 181 137 259 44
is_linear=0
shrinkage=0.00196078


Tree=3499
num_leaves=31
num_cat=0
split_feature=1 1 4 2 2 131 43 123 11 160 41 1 159 15 43 13 16 394 47 14 16 12 3 4 158 4 0 15 0 159
split_gain=1.81259 0.28723 0.278609 0.260275 0.19696 0.195369 0.19679 0.181914 0.171634 0.218798 0.291314 0.170339 0.170244 0.170169 0.173579 0.300134 0.253059 0.155052 0.151242 0.20225 0.257363 0.199073 0.147705 0.27985 0.12981 0.166166 0.214955 0.260304 0.198566 0.159293
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 0.10045500000000002 -0.0091949999999999983 0.095715000000000008 0.084740000000000024 0.08592000000000001 1.0000000180025095e-35 -0.088854999999999976 0.079300000000000009 0.091535000000000019 0.04105000000000001 -0.045854999999999993 -0.025214999999999998 -0.079299999999999995 -0.36241499999999999 -0.079949999999999979 0.13827000000000003 -0.42495999999999995 -0.11676499999999999 -0.092484999999999984 0.30112000000000005 0.42051500000000003 0.085410000000000014 0.00063500000000000004 -0.11173999999999999 -0.0072999999999999992 -0.099059999999999995 -0.092104999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 11 6 13 17 24 -10 -11 -1 -2 14 15 -4 -17 -5 19 -3 21 -21 23 -16 25 26 27 -6 -28 -27
right_child=1 18 5 7 8 -7 -8 -9 9 10 -12 -13 -14 -15 22 16 -18 -19 -20 20 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.017690214757686076 0.016922695659626411 0.012696557722731747 0.01083646981929806 0.0047108028386719531 0.015201033903833698 0.015616752038124217 0.015665413471511926 0.0047826998687994018 0.010476774927228691 0.026882939393787338 0.013740097752843912 0.0074417358588173312 0.0081296391169270212 0.00027811567804107923 0.021651379831135274 0.0070777234287284635 -0.0071964295805190459 0.013685687499975905 0.01296503490635327 0.012257642859393465 -0.0045427739722838038 0.0018994197013406931 0.004750153004866222 0.0082276714715834084 0.018060755620642407 0.018919667988342961 0.025001446593808437 0.0015988301873827975 0.015630298460771994 0.011739481807635123
leaf_weight=23 76 22 42 20 34 33 26 26 20 48 26 55 31 37 25 23 27 513 21 28 38 55 29 41 164 36 23 24 1337 218
leaf_count=23 76 22 42 20 34 33 26 26 20 48 26 55 31 37 25 23 27 513 21 28 38 55 29 41 164 36 23 24 1337 218
internal_value=0 0.00855185 0.0100284 0.0148589 0.0153902 0.00838492 0.00743032 0.0129505 0.0155893 0.019757 0.0222652 0.0104637 0.0143752 0.00647446 0.00770048 0.00460452 -0.000630319 0.0133489 0.00504053 0.00387679 0.0022732 0.00539376 0.0106987 0.0133124 0.0153759 0.0151126 0.0155345 0.00957254 0.0157888 0.0127571
internal_weight=0 554 390 2567 2008 283 250 559 1930 94 74 78 107 224 187 92 50 533 164 143 121 83 95 66 1836 1672 1418 58 1360 254
internal_count=3121 554 390 2567 2008 283 250 559 1930 94 74 78 107 224 187 92 50 533 164 143 121 83 95 66 1836 1672 1418 58 1360 254
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 12 16 16 1 16 4 10 10 10 2 12 474 2 15 10 0 3 4 133 47 123 14 47 150 4
split_gain=1.47567 0.385135 0.302474 0.322313 0.282781 0.219489 0.212256 0.335815 0.264323 0.224912 0.186713 0.184478 0.245612 0.208782 0.193597 0.181413 0.191737 0.172403 0.160408 0.158163 0.152805 0.184486 0.145672 0.135892 0.135514 0.134644 0.198427 0.156952 0.137636 0.11974
threshold=0.11829500000000003 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.087505000000000013 0.52822500000000006 -0.010264999999999998 0.093575000000000019 0.0065250000000000004 0.42642000000000008 -0.079859999999999987 -0.38851999999999992 1.0000000180025095e-35 0.11870500000000002 0.097145000000000023 0.037915000000000011 0.11362000000000001 -0.083359999999999976 -0.005834999999999999 -0.07384499999999998 -0.014944999999999998 0.26450500000000005 -1.0000000180025095e-35 0.11596500000000001 0.11679000000000002 -0.41790499999999997 0.11419000000000001 0.097210000000000005 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 20 6 7 8 -3 -9 18 12 -2 14 19 16 -7 -11 22 -13 -1 -22 -10 -16 -21 26 -25 28 -28 -15
right_child=11 5 3 -5 -6 15 -8 9 10 17 -12 13 -14 29 23 -17 -18 -19 -20 24 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.013747899324215693 0.0061677139308919911 0.020008818786246357 0.028623866742210732 0.014561287935775442 0.013853762683180601 0.013821845679860698 0.018925859378650784 -0.0034585665430753466 0.0075191162499151079 0.011840442103772041 0.018181797824800016 0.0048650104307022927 -0.0077981331013143064 -0.0044010155590339791 -0.00039492039568722251 0.010871221436136851 0.023727043296979822 0.0016940145329995592 0.012127228077501058 0.01793204687838984 0.0094112238966662324 -0.0025785859086595122 -0.0024969191988930108 0.01671663773516999 0.0089926383551625945 0.00092079456429928542 0.00057590530571959367 0.012787848919009168 0.010380568467503922 0.0056670985046636179
leaf_weight=29 34 27 28 39 1934 130 20 31 53 34 20 23 20 21 25 231 23 33 50 43 33 21 20 26 28 25 41 30 22 27
leaf_count=29 34 27 28 39 1934 130 20 31 53 34 20 23 20 21 25 231 23 33 50 43 33 21 20 26 28 25 41 30 22 27
internal_value=0 0.0131568 0.013828 0.0204382 0.0136085 0.011075 0.00898816 0.00824654 0.0109342 0.00358431 0.00922078 0.0063904 0.000995178 0.00732719 0.00843409 0.0126401 0.0153109 0.00684295 0.00776371 0.012072 0.00789288 0.00474852 0.004775 0.00641065 0.0144066 0.00759217 0.00899372 0.00683462 0.00399976 0.0012623
internal_weight=0 2756 2084 67 2017 672 288 268 170 98 143 365 54 311 263 384 153 67 123 94 83 54 73 169 71 144 119 93 63 48
internal_count=3121 2756 2084 67 2017 672 288 268 170 98 143 365 54 311 263 384 153 67 123 94 83 54 73 169 71 144 119 93 63 48
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 2 0 4 3 12 52 13 3 2 34 48 48 16 9 1424 4 1446 481 160 160 48 2 401 1452 159
split_gain=1.19908 0.314288 0.249271 0.258636 0.233865 0.228235 0.188542 0.219186 0.18175 0.208073 0.181178 0.154626 0.146633 0.146533 0.214222 0.134603 0.215929 0.12713 0.207883 0.117589 0.119908 0.287799 0.187687 0.204289 0.261087 0.208607 0.222193 0.206988 0.167687 0.245302
threshold=0.11866500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.15609500000000001 -0.13843999999999998 0.42642000000000008 0.30112000000000005 -0.42850999999999995 -1.0000000180025095e-35 -0.14179999999999995 0.12745000000000004 0.13093500000000002 -0.010024999999999997 -0.065739999999999979 0.078735000000000013 -0.0068949999999999992 0.082870000000000013 1.0000000180025095e-35 -0.082249999999999976 0.088360000000000008 -0.009074999999999998 0.055845000000000006 0.0065900000000000012 0.083985000000000018 0.089005000000000015 0.086810000000000012 0.087420000000000012 0.11576000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 17 6 7 15 12 -10 -5 -8 13 14 -2 -3 -17 -1 -19 20 21 -6 28 24 27 26 -25 -24 29 -22
right_child=8 5 3 10 19 -7 11 -9 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032702571016649698 0.0019451639801263809 0.012302106409333647 0.025761480143825923 0.019960483340546491 0.014214687537841173 -6.044567985968156e-05 0.0043359204521402723 0.016976056061685087 0.0082516377074438527 -0.0014553280665524422 0.0065002305898815395 0.011746594567064351 0.01276321850646606 0.002727556138170367 0.010682732373119352 -0.0030870384784066119 0.0069423318436421426 0.0041040805922377679 0.018349556070752445 0.02008671737043187 0.015310467379835234 0.0027663677687878195 0.010545719892641962 0.020951663775485942 -0.00042764530982822182 0.010013322627932674 0.012682250042615291 0.014754237210727298 0.023527272838400677 0.0037361538436795983
leaf_weight=43 40 28 28 20 485 22 30 21 34 63 20 458 38 83 94 28 92 21 20 20 143 23 870 64 20 71 66 135 20 21
leaf_count=43 40 28 28 20 485 22 30 21 34 63 20 458 38 83 94 28 92 21 20 20 143 23 870 64 20 71 66 135 20 21
internal_value=0 0.0118278 0.012435 0.0183902 0.0122347 0.00995862 0.0102941 0.00741547 0.00563137 0.00194711 0.0132304 0.011291 0.00703283 0.00602936 0.0080745 0.00605889 0.00460215 0.00706902 0.0110531 0.0124586 0.0123791 0.0136964 0.0119045 0.0114575 0.0108859 0.0143725 0.0167533 0.011111 0.0148826 0.0138284
internal_weight=0 2769 2090 68 2022 679 657 169 352 97 40 488 255 217 134 148 120 84 41 1938 1918 508 1410 1226 1025 201 130 1005 184 164
internal_count=3121 2769 2090 68 2022 679 657 169 352 97 40 488 255 217 134 148 120 84 41 1938 1918 508 1410 1226 1025 201 130 1005 184 164
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 47 1 2 34 1 47 131 2 52 13 50 16 1 43 42 457 0 156 42 1420
split_gain=53.495 8.97479 5.19961 4.45973 3.27319 3.0599 2.3757 1.81242 1.68269 1.59832 1.52899 1.36197 1.05697 1.04768 0.808417 0.718318 0.699273 0.940021 0.610214 0.571743 0.537039 0.822776 0.519545 0.511437 0.503012 0.959238 0.455263 0.431976 0.427363 0.395532
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.11474000000000002 0.092120000000000021 0.13082500000000002 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.089875000000000024 0.090100000000000013 0.082750000000000004 0.31358000000000003 -0.56176499999999996 -1.0000000180025095e-35 0.089465000000000017 -0.061854999999999993 0.11588000000000001 -0.08595499999999999 0.079510000000000011 0.048635000000000005 -0.026509999999999995 1.0000000180025095e-35 0.090395000000000017 -0.084814999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 9 22 14 12 -5 13 -4 29 23 17 -14 -11 -15 21 -16 -6 -3 25 27 -7 -20 -26 -1
right_child=1 2 10 11 8 26 -8 -9 -10 18 -12 -13 16 19 20 -17 -18 -19 24 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0017552857130181555 0.0014277748252246893 0.00041058760589720699 0.00030345450479835322 0.0013104679941649804 0.0014433111759336692 0.001134901658553836 0.00083814099456322683 0.0017151476542498689 0.00069597709037916126 0.0015812595816803914 0.00088557369390453156 0.00082614546313005343 0.00032761067420680008 0.00054883037101830434 0.0010158834149989074 0.00099421213526008044 0.00061351363674974906 -0.00016428295522928236 0.0012769313282296349 0.0008613944280995837 0.0014635951238802759 0.0013623010333699392 0.0011162288509092371 0.00072269145226680443 0.0015098754403865947 0.00090162174143140609 0.00075165055689386466 0.001475458884940428 0.0013456492706278946 0.0014772287650784866
leaf_weight=20 72 23 45 34 43 22 26 85 23 40 34 65 59 60 33 34 20 20 268 36 124 131 33 165 82 24 26 50 237 1187
leaf_count=20 72 23 45 34 43 22 26 85 23 40 34 65 59 60 33 34 20 20 268 36 124 131 33 165 82 24 26 50 237 1187
internal_value=0 0.000773935 0.000694815 0.00140016 0.000864163 0.0014173 0.0014275 0.00143421 0.00116066 0.00142334 0.000496418 0.000992478 0.000441288 0.000550323 0.00145956 0.000731941 0.000285996 0.000203081 0.00134609 0.000666042 0.00136622 0.0012926 0.00130129 0.000684509 0.00133186 0.00127962 0.000927307 0.00130815 0.00138786 0.00148184
internal_weight=0 667 595 2454 321 2355 2307 2281 99 2196 274 99 240 141 1495 222 99 79 701 96 288 164 76 188 661 342 48 318 319 1207
internal_count=3121 667 595 2454 321 2355 2307 2281 99 2196 274 99 240 141 1495 222 99 79 701 96 288 164 76 188 661 342 48 318 319 1207
is_linear=0
shrinkage=0.00196078


Tree=3503
num_leaves=31
num_cat=0
split_feature=1 4 10 44 1 0 2 155 157 3 2 1 0 52 3 150 457 3 403 4 133 48 2 4 4 3 4 16 49 160
split_gain=1.19503 0.225438 0.206125 0.20544 0.204058 0.312121 0.180854 0.169585 0.168487 0.150894 0.154141 0.288977 0.399906 0.261973 0.2383 0.196462 0.150219 0.144561 0.14118 0.143966 0.138857 0.145811 0.138148 0.202425 0.186968 0.136652 0.154994 0.213729 0.157456 0.132251
threshold=0.10920500000000001 0.26450500000000005 -0.089679999999999982 0.081805000000000017 0.089625000000000024 -0.13027499999999997 0.25063000000000007 0.10158500000000002 -0.081749999999999975 0.10732000000000001 0.092365000000000017 0.082005000000000008 -0.026509999999999995 0.10744000000000002 -0.13309499999999996 0.080470000000000014 -0.082284999999999983 0.149315 -0.53255499999999989 -0.073934999999999987 0.085635000000000003 0.10990500000000002 0.097845000000000015 -0.067104999999999984 0.022185000000000003 -0.028564999999999997 -0.0086549999999999978 -0.040964999999999994 -0.066019999999999981 0.0065900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 9 25 -3 8 -2 10 -4 12 15 14 -14 18 -10 20 -12 -20 21 -18 23 -21 29 -6 -27 28 -28 -24
right_child=1 6 3 -5 5 -7 -8 -9 16 -11 11 -13 13 -15 -16 -17 17 -19 19 22 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0017560138972476124 -0.0005245627885285233 0.0055298376048995125 0.013082916752460712 0.020624305740757673 -0.0015442154747212218 0.011439079595347823 -0.0035487274406477811 0.017206317668950016 0.00076683590887114414 0.0044650882967592533 0.0036370589600309084 0.021728644836694004 0.015967259351164106 -0.0060297478409484032 0.0018752911904205878 0.021396278729662301 0.01121778058438027 0.00517791404617364 0.016858792496532261 0.00078390226526944731 0.0061003485781839124 0.020261541607959028 0.013440951133847016 0.010332005556300282 0.0096680179235877125 0.01382640933410989 0.015027604176707211 -0.0038836241816170517 0.00423802396797232 0.021467044437304142
leaf_weight=20 21 256 1272 27 21 450 24 22 21 24 23 25 20 20 30 20 94 54 48 27 40 22 142 125 143 27 21 20 38 24
leaf_count=20 21 256 1272 27 21 450 24 22 21 24 23 25 20 20 30 20 94 54 48 27 40 22 142 125 143 27 21 20 38 24
internal_value=0 0.00674719 0.0118684 0.0119478 0.0118548 0.0102035 0.00475167 0.0087864 0.00805133 0.0123452 0.0124437 0.0111871 0.0107634 0.00364299 0.00751208 0.0116663 0.00883095 0.00963736 0.0113005 0.0116468 0.011181 0.012933 0.0111042 0.00863596 0.0123183 0.00582549 0.00728552 0.00505003 0.00807838 0.0146014
internal_weight=0 554 2567 2547 2520 577 280 274 252 1943 1919 647 622 70 50 552 231 210 532 509 156 116 461 152 309 127 106 79 59 166
internal_count=3121 554 2567 2547 2520 577 280 274 252 1943 1919 647 622 70 50 552 231 210 532 509 156 116 461 152 309 127 106 79 59 166
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=31
num_cat=0
split_feature=1 44 12 132 4 12 157 3 151 51 15 12 4 16 4 16 51 13 11 15 3 156 51 16 0 12 1456 159 159 2
split_gain=0.988126 0.241153 0.277114 0.210862 0.216581 0.281087 0.254616 0.182924 0.17124 0.214452 0.189617 0.161685 0.143861 0.143741 0.133411 0.133578 0.167738 0.235914 0.148915 0.274869 0.172539 0.153043 0.147447 0.135084 0.134886 0.173321 0.132751 0.250803 0.130335 0.134426
threshold=0.11551000000000002 0.081805000000000017 0.078300000000000008 0.092395000000000019 -0.062539999999999984 -0.010834999999999999 -0.078969999999999985 0.30112000000000005 0.095500000000000015 0.090560000000000015 -0.0040799999999999994 -0.42850999999999995 -0.034939999999999992 0.062650000000000025 0.053180000000000012 -0.097644999999999996 0.11144500000000002 0.0049450000000000006 0.078065000000000009 0.040760000000000005 -0.23446499999999998 0.14401500000000003 0.13995500000000002 0.0057500000000000008 -0.088774999999999979 0.091085000000000013 0.085185000000000011 0.088800000000000004 0.093660000000000007 0.13913500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 12 9 10 -8 -9 -2 -7 15 24 18 22 23 20 21 -20 -18 -17 25 -4 27 -25 29 -13
right_child=7 -3 14 -5 6 13 8 11 -10 -11 -12 28 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0047498633941778778 0.011478355979546905 0.019336095351665732 0.013808195742691522 -0.00096499255210485155 -0.0024681514536496253 0.019606143615122789 0.0087996330042465886 0.007380373640369405 -0.00053015196075042092 0.001192882882826256 0.017228219212653738 0.0010183365359394388 0.0056354060820338614 0.011985668828907673 0.0088481175366929218 0.011476808909503302 0.016730500236153602 -0.0028291973611339928 0.019257658197441036 0.025459222183562814 0.0048102629200333143 0.008814832629919377 0.0063375368183695296 0.0095404187892903555 0.0088208379130810515 0.023456988296432734 0.016346318142799042 -0.00039566628901021819 0.0044203542150272473 -0.010167161449568259
leaf_weight=39 50 31 83 23 24 38 242 34 21 33 30 22 268 71 261 1234 20 20 36 20 22 23 43 274 35 24 24 28 27 21
leaf_count=39 50 31 83 23 24 38 242 34 21 33 30 22 268 71 261 1234 20 20 36 20 22 23 43 274 35 24 24 28 27 21
internal_value=0 0.010567 0.0104651 0.0083962 0.00882854 0.0120355 0.00747244 0.00536346 0.00820426 0.00880565 0.00972926 0.00172284 0.00655411 0.0146423 0.0109671 0.0112604 0.0110202 0.00663301 0.0112394 0.0149607 0.0123684 0.0151867 0.00963689 0.0109985 0.0142097 0.0159724 0.00918806 0.00861919 -0.00102511 -0.00444435
internal_weight=0 2699 2668 521 498 148 350 422 326 305 272 104 318 109 2147 1886 1744 83 1661 101 81 59 63 1560 142 107 326 302 70 43
internal_count=3121 2699 2668 521 498 148 350 422 326 305 272 104 318 109 2147 1886 1744 83 1661 101 81 59 63 1560 142 107 326 302 70 43
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 2 4 1 457 2 14 1 1 0 50 47 0 12 157 4 3 132 1 52 16 52 16 1 133 157
split_gain=36.0089 5.09085 3.83688 2.66974 2.2432 1.89667 1.22237 1.09892 1.09025 1.27425 0.93099 0.798513 0.771205 0.727128 0.695034 0.680803 0.901087 0.608101 0.772648 0.66266 0.573658 0.57011 0.667756 0.562979 0.675926 0.594225 0.552802 0.624369 0.474301 0.441221
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.11474000000000002 0.14753000000000002 0.40945500000000007 0.077845000000000011 0.080930000000000016 0.14122000000000004 0.076975000000000002 0.12656000000000003 0.089770000000000016 -0.036484999999999997 0.089465000000000017 0.090100000000000013 -0.062294999999999996 0.09141500000000001 -0.069619999999999987 -0.51843499999999987 -0.23446499999999998 0.088890000000000011 0.15799000000000005 0.039215000000000007 0.013515000000000001 -1.0000000180025095e-35 -0.062804999999999986 0.092695000000000013 0.091935000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 13 6 15 -4 9 20 12 -8 17 -2 26 29 -17 19 -19 -1 -5 22 -7 25 -25 28 27 -14 -22 -3
right_child=1 5 7 8 -6 21 11 -9 -10 -11 -12 -13 14 -15 -16 16 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016458686793126736 0.0012195092639021121 0.00041209707309663237 0.001207396989630885 0.0013418363673025305 0.00068128836774254209 0.00035781732743768663 0.00068006889804196635 0.00075818050578817416 0.00077592381840139936 0.00081032128253660384 0.0014911827474248175 0.00038381308948087572 0.00066796613528447989 0.00086869769137656665 0.0012942141742488136 0.0011338132260648713 0.00062453353116803418 0.00085068472237591417 0.0012387522603996199 0.0013023162200744883 0.0012103200286488842 0.00059912933762370276 -6.0564717460496753e-05 0.0012989499960459913 0.00098926476946397984 0.00089350323441885946 0.0011732376508466584 0.0011045752503536425 0.00095732217764153194 0.0007291201251311371
leaf_weight=22 85 21 28 65 70 55 61 83 34 41 75 82 20 31 135 34 22 21 325 1146 99 23 20 120 35 53 155 34 40 86
leaf_count=22 85 21 28 65 70 55 61 83 34 41 75 82 20 31 135 34 22 21 325 1146 99 23 20 120 35 53 155 34 40 86
internal_value=0 0.000690053 0.00122796 0.00124431 0.000958484 0.000566468 0.000642499 0.000871496 0.00111456 0.00113998 0.001277 0.000510188 0.00126836 0.00112576 0.00118455 0.000758575 0.000933739 0.0012874 0.0012152 0.00130879 0.00117279 0.000329068 0.000246249 0.00114112 0.00122902 0.00107016 0.00111372 0.000942868 0.00113751 0.000666901
internal_weight=0 590 2531 2420 186 404 306 111 487 453 1933 143 1858 116 344 163 56 1514 346 1168 412 98 75 347 155 192 209 54 139 107
internal_count=3121 590 2531 2420 186 404 306 111 487 453 1933 143 1858 116 344 163 56 1514 346 1168 412 98 75 347 155 192 209 54 139 107
is_linear=0
shrinkage=0.00196078


Tree=3506
num_leaves=31
num_cat=0
split_feature=1 2 48 2 97 14 44 11 4 52 51 51 10 2 10 12 1 49 16 484 2 16 1420 1429 160 15 1209 1208 1213 475
split_gain=0.96495 0.273347 0.191763 0.17332 0.168911 0.15183 0.156701 0.181222 0.148842 0.140118 0.154499 0.201346 0.135465 0.159101 0.166224 0.144249 0.225641 0.129834 0.125893 0.182931 0.149869 0.146745 0.123044 0.145172 0.334416 0.476571 0.149571 0.168456 0.177073 0.124942
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.15609500000000001 -0.083924999999999986 0.076175000000000007 1.0000000180025095e-35 0.08740500000000001 -0.029144999999999997 0.50609000000000004 -0.41109999999999997 -0.079189999999999983 1.0000000180025095e-35 0.116525 -0.005834999999999999 -0.42850999999999995 0.15799000000000005 0.11560500000000001 -0.44310499999999992 0.08764000000000001 0.11177500000000001 -0.074319999999999983 -0.084814999999999988 0.084770000000000012 -0.073679999999999982 -0.0072999999999999992 0.083050000000000013 0.10383000000000002 -0.073474999999999985 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 -1 6 7 22 -3 10 17 -12 13 14 -2 -15 -17 -10 -13 20 21 -20 -6 26 25 -25 29 28 -28 -24
right_child=12 2 -4 -5 5 -7 -8 -9 9 -11 11 18 -14 15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0037605443235599633 0.0025577494906711168 0.011292760879241012 -0.0011440199031494559 -0.00011938540708451044 0.017163756455605229 0.015111268815474914 0.01939141173802671 0.0016819281588223848 0.01827662392434749 0.015898554669582243 -0.0020053223827853797 0.01013765812953776 -0.00046629876208802065 0.011863500098697841 0.011684150382643567 0.0041833819173730143 -0.0070986742712557315 0.0085257111841605775 -0.0053063308820128444 0.014042793356044136 0.007298771829560533 0.0044145075180991129 0.014578899945579954 0.0093618561151540946 0.013935904698332819 -0.0090659888734555116 0.013152504396728344 0.0079235498431242165 0.021581487161003884 0.010457074229299026
leaf_weight=33 29 206 20 21 30 85 21 22 22 21 25 103 45 20 64 156 20 36 24 23 84 44 77 36 41 23 81 36 36 1637
leaf_count=33 29 206 20 21 30 85 21 22 22 21 25 103 45 20 64 156 20 36 24 23 84 44 77 36 41 23 81 36 36 1637
internal_value=0 0.0103253 0.00849096 0.00880738 0.01086 0.0109703 0.0107977 0.0107083 0.0091262 0.00795784 0.00749591 0.0065908 0.00463737 0.00543206 0.00883828 0.00381584 0.00290133 0.0122243 0.00736384 0.00573124 0.00447357 0.000983623 0.0108078 0.0107108 0.00699881 0.00217812 0.0109097 0.0139055 0.015746 0.0106422
internal_weight=0 2787 629 609 2158 2125 2040 2019 588 382 361 303 334 289 93 196 176 58 278 175 152 68 1997 1967 100 59 1867 153 117 1714
internal_count=3121 2787 629 609 2158 2125 2040 2019 588 382 361 303 334 289 93 196 176 58 278 175 152 68 1997 1967 100 59 1867 153 117 1714
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 4 12 2 2 4 2 4 0 12 14 132 2 4 0 0 14 1429 47 39 2 40 3 157 16 475
split_gain=31.5538 4.1454 3.63499 2.05378 1.95927 1.7255 1.4505 1.40628 1.37115 1.13959 1.05233 0.890875 0.610569 0.755477 0.549852 0.479018 0.666388 0.462243 0.450984 0.424974 0.419758 0.392735 0.392475 0.376448 0.368255 0.358103 0.339095 0.448752 0.33964 0.343635
threshold=0.10752500000000002 -0.063814999999999997 0.051320000000000005 0.093575000000000019 0.14285500000000004 0.27834500000000006 0.090455000000000021 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.11362000000000001 0.033845000000000007 -0.097024999999999986 0.13597000000000004 0.076175000000000007 0.088890000000000011 0.17760500000000004 -0.04890499999999999 -0.13455999999999999 -0.067094999999999988 0.062655000000000016 -0.015219999999999999 0.077555000000000013 0.098220000000000016 0.088125000000000023 -0.077474999999999988 -0.15713499999999997 -0.08107499999999998 -0.073404999999999984 -0.081219999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 10 7 21 14 25 -9 -5 20 12 -8 26 18 16 -6 -10 -4 24 22 -2 -1 -19 -11 -3 -14 -28 -29 -30
right_child=1 4 6 9 15 -7 11 8 17 19 -12 -13 13 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0010303782062311751 0.0012472621392651251 0.00050467821870065421 0.00090801654270796926 0.0011249796101470398 0.00034403157355712054 0.00062230708559846452 0.0013588734494771949 0.00096750053253980754 0.0008629959419954057 0.00095102522386556246 0.00067447593711846151 0.00095597900202136282 0.0012753305628019221 0.00076572326643794197 0.0013984853663789037 0.00052276760007991311 -5.1631890100372192e-06 0.0005935213320395526 0.001185453646908387 0.00047781155142669047 0.0013495091739517953 0.00095296807432361118 0.0012587378313895366 0.00033624760600952622 0.00069285091164201465 0.0002570659562503988 0.00088515194357276293 0.001165915767242219 0.0012788978186791776 0.0010564093545563289
leaf_weight=167 22 43 23 30 55 73 37 46 20 28 25 169 46 25 46 24 34 115 1094 26 23 84 35 27 88 47 35 270 29 335
leaf_count=167 22 43 23 30 55 73 37 46 20 28 25 169 46 25 46 24 34 115 1094 26 23 84 35 27 88 47 35 270 29 335
internal_value=0 0.000605241 0.00110878 0.000942658 0.000496775 0.000854288 0.00114202 0.00058014 0.000668743 0.000777745 0.00105612 0.001085 0.00111306 0.00110077 0.00118839 0.000276926 0.000210631 0.000583911 0.00117974 0.000704385 0.00109852 0.00101405 0.00106995 0.000544603 0.000755169 0.00037537 0.00111249 0.00110129 0.00111322 0.00107414
internal_weight=0 590 2531 422 411 179 2109 298 208 172 250 946 777 740 1163 113 89 162 1117 142 225 106 202 142 116 90 715 669 634 364
internal_count=3121 590 2531 422 411 179 2109 298 208 172 250 946 777 740 1163 113 89 162 1117 142 225 106 202 142 116 90 715 669 634 364
is_linear=0
shrinkage=0.00196078


Tree=3508
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 2 14 42 12 47 0 11 4 4 13 16 1 14 16 14 47 16 1 49 39
split_gain=44.0787 5.39969 4.85663 3.98768 2.94561 1.88576 1.79014 1.68142 1.67748 1.20622 1.01765 0.867263 0.802417 0.787548 0.745686 0.737196 0.689739 0.667971 0.999758 0.694589 0.666211 0.635941 0.527168 0.514498 0.502143 0.479654 0.493877 0.448611 0.474871 0.438106
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 0.090455000000000021 -0.16363499999999997 0.082585000000000006 0.033845000000000007 0.11389000000000002 0.076175000000000007 -1.0000000180025095e-35 0.13597000000000004 0.091680000000000011 -0.13027499999999997 0.080455000000000013 -0.062539999999999984 0.098655000000000007 -0.011914999999999999 -0.0094449999999999968 0.15471500000000002 0.062655000000000016 -0.066924999999999985 -0.41076499999999994 0.077555000000000013 0.10994000000000002 0.10124500000000002 -0.061079999999999988 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 24 11 -6 12 13 22 15 -5 16 27 -4 23 19 20 -14 -19 -7 25 -8 -3 26 -1 28 -9 -26
right_child=1 5 6 8 7 21 9 14 -10 -11 -12 -13 17 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0013158236894822357 0.0013503944823780945 0.0010062373950590496 0.0012222925379431445 0.0013497299061658557 0.0014998921218512557 0.00058745465362510646 0.0015125260663569936 0.0012263975834861576 0.00060237262555236793 0.0012823118188878004 0.0010107821630523167 0.001811156738216005 0.00086915823174457923 0.0011480579874336599 0.0012726183436400978 0.0015445143604131694 0.0016672130601078855 0.00087311423006746814 0.0012049443727614832 0.0013740427619420696 0.00044643175948009476 0.00028590167969131335 0.0017411804666706159 0.0014047360443214712 0.00083875236966103139 0.0016436833207325269 0.0015720673512871174 0.00083018120823726905 0.00085902015993971181 0.00053197693101623479
leaf_weight=121 106 45 28 21 31 116 341 31 59 169 22 46 20 29 31 1089 67 34 20 22 24 35 22 340 63 31 38 71 24 25
leaf_count=121 106 45 28 21 31 116 341 31 59 169 22 46 20 29 31 1089 67 34 20 22 24 35 22 340 63 31 38 71 24 25
internal_value=0 0.000862221 0.00145736 0.00104293 0.00126535 0.00066751 0.00149578 0.00108258 0.000879978 0.00143244 0.00141218 0.0015473 0.000996139 0.00146509 0.00100018 0.00153644 0.00147739 0.00093426 0.000826912 0.00113362 0.000696556 0.000517558 0.00145384 0.00145871 0.000837756 0.00142057 0.00137706 0.000933156 0.00106609 0.0007516
internal_weight=0 590 2531 306 422 284 2109 188 200 946 234 1163 141 777 157 1117 748 120 78 42 58 151 212 681 133 190 159 126 55 88
internal_count=3121 590 2531 306 422 284 2109 188 200 946 234 1163 141 777 157 1117 748 120 78 42 58 151 212 681 133 190 159 126 55 88
is_linear=0
shrinkage=0.00196078


Tree=3509
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 4 2 2 4 2 0 1 52 52 49 12 1 15 10 47 3 457 0 160 1
split_gain=74.8217 11.783 7.62137 5.98492 3.91479 3.61881 2.78978 2.2305 2.21479 2.123 1.7406 1.56653 1.27693 1.10264 0.784997 0.677287 0.604158 0.586543 0.512169 0.498948 0.412362 0.428075 0.394574 0.673263 0.392565 0.455436 0.51267 0.469965 0.391311 0.384207
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.13754500000000003 0.092845000000000025 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.089775000000000008 0.14838000000000004 0.42051500000000003 0.094835000000000017 -0.22491999999999998 0.091195000000000012 -0.56176499999999996 0.12492500000000002 0.088340000000000016 0.096990000000000007 0.089875000000000024 -0.40580499999999992 -0.38124499999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.094310000000000019 -0.14226499999999997 -1.0000000180025095e-35 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 18 6 8 14 11 12 -6 16 13 -4 -1 -13 -5 -17 24 -16 21 -19 -14 -24 25 -3 27 -27 -15 -9
right_child=1 2 9 5 10 -7 -8 29 -10 -11 -12 15 22 28 19 17 -18 20 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014104909067895232 0.0013123897176285893 0.00038002159305221928 0.0005138376226097532 0.0014041505668722358 0.0011737614583895472 0.00050926220511981091 0.00081299816780917595 0.00075711672013349923 0.0016643932375443671 0.00069008644139191815 0.00061274435590295232 0.00097720952527154061 0.00015765213591848465 0.00036110744878972115 0.00079581451273578053 0.0015102289742766803 0.0012893789170447295 0.001324109071099655 0.00085203862164680863 0.0011810926110053261 0.0012122033251545199 0.0011021197049154176 0.00011223732894195206 -0.00033842436758573782 0.00069156156830439523 0.00091928885875741087 0.00035745041833709607 0.00055546067156882792 9.1341997939111235e-05 0.00042935270669997911
leaf_weight=28 76 85 55 1100 73 20 37 44 86 37 30 28 33 29 24 43 210 462 20 28 264 36 25 26 43 21 27 39 72 20
leaf_count=28 76 85 55 1100 73 20 37 44 86 37 30 28 33 29 24 43 210 462 20 28 264 36 25 26 43 21 27 39 72 20
internal_value=0 0.000584023 0.000494013 0.00131524 0.000691615 0.00133967 0.001347 0.000927528 0.00135586 0.000252897 0.00101036 0.00134348 0.000185497 0.000290447 0.0011458 0.001277 0.00138575 0.00128742 0.00055191 0.00100327 0.00127485 0.00130806 -9.41166e-06 -0.000117512 0.000523992 0.000482099 0.00058183 0.000682801 0.000168799 0.00065469
internal_weight=0 691 615 2430 338 2286 2266 144 2229 277 103 2143 240 156 80 833 1310 805 235 52 762 498 84 51 215 172 87 60 101 64
internal_count=3121 691 615 2430 338 2286 2266 144 2229 277 103 2143 240 156 80 833 1310 805 235 52 762 498 84 51 215 172 87 60 101 64
is_linear=0
shrinkage=0.00196078


Tree=3510
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 16 49 0 1 4 1 4 1 49 1 124 1 15 0 160 1 0 157 0
split_gain=87.3928 13.5485 7.47772 6.47999 4.60931 4.30922 3.23667 2.67081 2.49152 2.4482 2.38853 1.48997 1.44909 1.36876 1.93919 1.32497 0.973994 0.959345 0.80037 0.968295 0.785457 0.778329 0.749539 0.731843 0.70371 0.726089 0.668619 0.668484 0.595146 0.574217
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.09253500000000002 0.13501500000000002 0.062655000000000016 0.10613000000000002 -0.52595999999999987 -0.054984999999999992 -0.10151999999999999 0.085345000000000018 -0.062539999999999984 0.16175000000000003 0.0061450000000000003 0.076935000000000017 -1.0000000180025095e-35 0.13075500000000004 -0.081214999999999982 0.12958500000000003 -0.098289999999999975 -0.076579999999999995 -0.081069999999999989 0.12408500000000001 -0.019414999999999998 -0.0062799999999999991 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 21 -4 11 13 22 -7 -2 14 29 -12 -6 24 27 -20 -5 -3 -8 -16 -15 -26 -17 -13 -27 -1
right_child=1 4 7 20 16 8 10 -9 -10 -11 15 18 -14 17 23 26 -18 -19 19 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0016870737660164927 0.00073930980829809432 0.00033786265985862187 0.0012565112127057752 0.00062510908925236244 9.2747626408441527e-05 0.00075020583087350584 0.0011275864114948348 0.00057460059012685502 0.00079634821033287861 0.0017745814164002208 0.00093291733221361774 0.0012669498690311399 0.001276221368633895 0.001450987530984961 0.0012457333232029218 0.00049461259640558493 -0.00037621537990429823 0.0012143295728621558 0.0010977358204909834 0.0015200457079153436 0.00020539910354487159 -1.524395125920373e-05 0.00064921044340521532 0.00080874194134969229 0.0010480576778573343 0.0016518921729003053 0.00020716323260301387 0.00099375149671476564 0.0013336019463093109 0.00132328212583021
leaf_weight=22 23 48 34 60 90 21 34 63 48 71 22 367 121 1222 23 120 21 82 27 92 24 48 20 41 30 26 42 38 172 69
leaf_count=22 23 48 34 60 90 21 34 63 48 71 22 367 121 1222 23 120 21 82 27 92 24 48 20 41 30 26 42 38 172 69
internal_value=0 0.000549326 0.00134714 0.000937996 0.000350187 0.00136915 0.000465229 0.000813621 0.00122461 0.00141791 0.000587818 0.00126233 0.00119046 0.0014029 0.00122731 0.000481405 4.0249e-06 0.00142066 0.00128286 0.00142423 0.000505192 0.000161309 0.00095041 0.000965786 0.00143233 0.00133233 0.000420089 0.00124132 0.0013754 0.00141123
internal_weight=0 673 2448 228 445 2351 334 97 593 1758 238 545 144 1687 155 184 111 1532 524 119 84 96 54 64 1450 228 162 405 198 91
internal_count=3121 673 2448 228 445 2351 334 97 593 1758 238 545 144 1687 155 184 111 1532 524 119 84 96 54 64 1450 228 162 405 198 91
is_linear=0
shrinkage=0.00196078


Tree=3511
num_leaves=31
num_cat=0
split_feature=1 4 1 150 150 0 149 2 155 2 133 13 3 16 157 2 49 34 14 42 484 12 15 49 3 157 3 133 133 1452
split_gain=1.73765 0.292707 0.251935 0.288259 0.222927 0.201377 0.183215 0.187558 0.182525 0.182343 0.181562 0.273911 0.154968 0.15164 0.143713 0.15338 0.142857 0.137886 0.143286 0.157168 0.136319 0.1339 0.166617 0.240164 0.193902 0.151681 0.154924 0.149722 0.148782 0.140537
threshold=0.10920500000000001 0.26450500000000005 0.089625000000000024 1.0000000180025095e-35 0.085210000000000022 -0.087319999999999995 0.07770500000000001 0.25063000000000007 0.10158500000000002 0.13404500000000005 -0.083244999999999986 -0.08971999999999998 -0.082094999999999987 0.13751500000000003 -0.081749999999999975 0.14530500000000005 -0.063424999999999981 -0.038779999999999995 -0.47013499999999991 -0.018024999999999996 -0.020124999999999994 0.090285000000000018 -0.11033999999999998 0.082865000000000008 -0.091354999999999978 -0.089089999999999989 0.092670000000000016 0.085520000000000013 0.11667000000000001 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 9 10 -5 -6 7 17 14 21 -4 -12 -7 -11 -2 16 -16 -3 -19 -20 -13 25 -23 -24 -25 27 29 -1 -26 -27
right_child=1 6 3 4 5 12 -8 -9 -10 13 11 20 -14 -15 15 -17 -18 18 19 -21 -22 22 23 24 28 26 -28 -29 -30 -31
leaf_value=0.022719034856336931 0.00073873784747861685 -0.0010164982858387865 0.018729045043389004 0.0003373206937050616 0.0061481550004828028 0.0087255441007160015 0.013178635928003737 -0.0047866227867251095 0.018156921614850451 0.0027790119664536581 0.0033001020028622765 0.01893826863643798 0.020607112283292026 0.01396339656150138 0.0063694690447300669 0.0041403645266675287 0.012442285118301094 0.013901699088164604 -0.0031512146372170676 0.0060534963975865516 0.012218180379884891 0.018689676421733262 0.013534257908816617 -0.00022464754991233352 0.011905569502060653 0.014312715840151785 0.0079558804568306014 0.012576311094347726 0.0032083087600767615 0.020139015224480698
leaf_weight=43 21 34 45 33 64 21 24 22 22 27 33 33 23 22 55 45 131 20 21 159 354 45 456 20 109 1113 37 22 24 43
leaf_count=43 21 34 45 33 64 21 24 22 22 27 33 33 23 22 55 45 131 20 21 159 354 45 456 20 109 1113 37 22 24 43
internal_value=0 0.00709806 0.0132734 0.0114913 0.00753059 0.00972854 0.00482423 0.00404101 0.00942169 0.0138241 0.0126923 0.0120455 0.0149364 0.00780057 0.00865909 0.00937912 0.0106466 0.00487095 0.00587182 0.00497961 0.0127912 0.0139785 0.0128178 0.012384 0.00895564 0.0145819 0.0143256 0.0192861 0.0103361 0.0145294
internal_weight=0 554 2567 606 141 108 280 256 274 1961 465 420 44 49 252 231 186 234 200 180 387 1912 654 609 153 1258 1193 65 133 1156
internal_count=3121 554 2567 606 141 108 280 256 274 1961 465 420 44 49 252 231 186 234 200 180 387 1912 654 609 153 1258 1193 65 133 1156
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 2 3 13 3 2 4 16 52 4 12 4 3 2 4 4 15 52 11 4 52 12 2 2 15 15
split_gain=1.42121 0.399068 0.271965 0.269649 0.220448 0.276064 0.170095 0.174337 0.160214 0.156269 0.148684 0.142563 0.138584 0.209289 0.157901 0.135872 0.156634 0.23857 0.194255 0.241804 0.179396 0.34294 0.158406 0.140971 0.168352 0.238167 0.133119 0.127367 0.125635 0.116209
threshold=0.11910500000000002 0.078300000000000008 0.14530500000000005 -0.27302499999999996 -0.0091949999999999983 0.099185000000000009 0.30112000000000005 -0.47860499999999995 -0.012304999999999998 0.079055000000000014 -0.034939999999999992 0.41553500000000004 0.047850000000000011 0.42642000000000008 -0.094384999999999983 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 -0.46376499999999993 0.040760000000000005 -0.07167999999999998 0.079300000000000009 0.056795000000000005 -0.080114999999999978 0.09857500000000001 0.085730000000000015 0.14960000000000004 -0.094549999999999981 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 10 27 -6 -10 -2 12 13 14 -7 16 17 -3 19 -18 21 -19 -22 -17 -25 -26 -11 -8 -28 -16
right_child=6 15 -4 4 5 11 7 -9 9 26 -12 -13 -14 -15 29 23 18 20 -20 -21 22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.00081080134310152234 0.012436940863399823 0.024351237266539382 -0.0020738420728594067 0.0050949632562858624 0.019387944777518873 -0.0018430606248633315 0.00095831455493515191 -0.0037040622439235451 0.005595910841865199 0.01955641235315031 0.0053225851758422022 0.015927545762119386 0.012803558543790131 0.016038527809591457 0.0034971159409153568 0.0027788908990181013 0.0132731007412076 0.014525530260901802 0.01253824428845752 -0.00023833490149290475 0.013553778475150467 -0.00019160037860274315 0.025188429050401528 0.017397869082966023 0.012002519801644667 0.0047845500058656398 0.0067567868136628089 0.010652283526471129 0.014355331607966697 0.0093312438316531035
leaf_weight=23 34 26 20 72 41 24 33 40 28 31 216 26 50 22 58 23 26 76 1689 27 25 20 22 35 160 64 31 23 73 83
leaf_count=23 34 26 20 72 41 24 33 40 28 31 216 26 50 22 58 23 26 76 1689 27 25 20 22 35 160 64 31 23 73 83
internal_value=0 0.011713 0.0093852 0.00979299 0.0102455 0.0110396 0.00491618 0.00133817 0.0138002 0.0123947 0.00629014 0.00889823 0.00812708 0.00687669 0.00565511 0.0123308 0.0126332 0.0155398 0.0123512 0.00638992 0.0139377 0.0114595 0.0189998 0.0102818 0.010948 0.00994024 0.0138048 0.00493977 0.0120904 0.00693139
internal_weight=0 2775 582 562 539 467 346 96 204 163 250 263 237 187 165 2193 1911 169 1742 53 143 96 47 282 259 224 135 56 104 141
internal_count=3121 2775 582 562 539 467 346 96 204 163 250 263 237 187 165 2193 1911 169 1742 53 143 96 47 282 259 224 135 56 104 141
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 2 447 14 0 15 0 4 0 4 1 15 10 151 47 1 52 13 1 0 12
split_gain=35.3244 6.31146 3.82276 3.24106 2.39433 1.80732 1.34989 1.10388 1.06474 1.0281 0.831671 0.783267 0.672932 0.564012 1.29601 0.5977 0.552269 0.549924 0.48963 0.471875 0.468977 0.46888 0.457635 0.4282 0.394961 0.380127 0.468803 0.390204 0.391965 0.372561
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092120000000000021 0.13082500000000002 0.11474000000000002 0.14285500000000004 0.077845000000000011 0.14838000000000004 0.084065000000000015 0.062655000000000016 -0.11173999999999999 -0.10653 -0.14454499999999995 0.42051500000000003 -0.23091999999999999 -0.0070899999999999991 0.091195000000000012 -0.40580499999999992 -0.38124499999999995 -0.088784999999999989 0.090100000000000013 0.08592000000000001 -0.56176499999999996 -0.07743499999999999 1.0000000180025095e-35 -0.046359999999999991 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 11 10 18 17 -5 16 12 13 14 -1 -16 -4 -7 -6 -15 -12 -22 -3 -24 -13 -19 27 28 -27 -20
right_child=1 2 6 9 7 8 -8 -9 -10 -11 20 24 -14 19 15 -17 -18 25 29 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014157371485934538 0.0012142037367304044 0.00083699326231783517 0.00063354073889194961 0.0011440692060393561 0.0013623875052852425 0.00082454692657574333 0.00079310310715301105 0.00062589973135067682 0.00080481680843355434 0.00069667282256709046 0.00041558301567132635 0.0011604092387007732 0.0014470527218837363 0.0012601433895601674 0.0010619038579479951 0.00064971524488135655 0.00038935213742195151 0.0013400062231646054 0.0011706639787340475 0.0011577280379143082 0.00030732640915312893 -6.8761419988101061e-05 0.00057315599169909979 0.00085802322280579711 0.00077073052415952954 0.0012162908967148743 0.0011016610921482941 0.0014670123202668852 0.00092572763763075949 0.00085617701629964573
leaf_weight=30 76 40 55 28 22 21 37 23 39 67 33 20 60 1169 38 21 101 37 30 203 25 26 172 23 20 166 470 21 20 28
leaf_count=30 76 40 55 28 22 21 37 23 39 67 33 20 60 1169 38 21 101 37 30 203 25 26 172 23 20 166 470 21 20 28
internal_value=0 0.000681131 0.000615255 0.00118356 0.000755202 0.001198 0.00044449 0.00100448 0.00112053 0.000828537 0.000390745 0.00123641 0.00124354 0.00123518 0.00108392 0.000915193 0.000475444 0.00113728 0.00111332 0.00124499 0.000233448 0.000115595 0.000645945 0.000606756 0.00096557 0.00114648 0.0011359 0.00121365 0.00118505 0.00101884
internal_weight=0 691 615 2430 338 2335 277 103 774 95 240 1561 1521 1461 89 59 156 735 80 1372 84 51 235 195 40 714 677 207 186 58
internal_count=3121 691 615 2430 338 2335 277 103 774 95 240 1561 1521 1461 89 59 156 735 80 1372 84 51 235 195 40 714 677 207 186 58
is_linear=0
shrinkage=0.00196078


Tree=3514
num_leaves=31
num_cat=0
split_feature=1 3 39 1 4 2 2 4 14 1 1 2 49 2 3 2 159 150 52 2 123 447 13 2 1 1 11 12 2 51
split_gain=49.8944 7.91169 4.22237 3.25348 3.19125 2.4649 1.39195 1.36812 1.28412 1.23302 0.936086 0.921519 0.847127 0.83476 0.803618 0.772678 0.723284 0.794063 0.720838 0.71913 0.602258 0.554717 0.520315 0.502222 0.494217 0.824053 0.454225 0.432987 0.430961 0.407757
threshold=0.104035 -0.059315 0.056590000000000008 0.11690500000000002 0.27834500000000006 0.090050000000000005 0.13501500000000002 -0.064804999999999988 0.062655000000000016 0.093575000000000019 0.090540000000000023 0.14960000000000004 -0.054984999999999992 -0.0050599999999999994 0.090900000000000009 0.094835000000000017 0.082585000000000006 1.0000000180025095e-35 -0.56176499999999996 1.0000000180025095e-35 0.10695000000000002 0.083310000000000009 -0.47860499999999995 0.31358000000000003 0.089875000000000024 1.0000000180025095e-35 0.084680000000000019 0.095780000000000018 0.11474000000000002 0.0038750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 16 12 8 14 -5 10 15 21 13 -2 -9 18 -4 17 28 -7 -15 -21 -1 -13 -24 25 27 -14 -20 -3 -16
right_child=1 3 9 7 -6 6 -8 11 -10 -11 -12 22 26 19 29 -17 -18 -19 24 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015143568389564923 0.00095288011494999616 0.001191332434524598 0.0015190380309575177 0.00095938501073470131 0.00081574827217794482 0.0016935895923419061 0.0010023336321309344 0.00039041071454537848 0.0017769142683424981 0.00087610692638002963 0.0013730294783628847 0.00056871201423015078 0.001277941407434319 0.00097561619652349963 0.0010969471662544044 0.0010976811927376371 0.000651132994090179 0.00079249370901847481 0.0014268687163972291 0.00068021176117502786 0.0003112638765969272 0.0012066184127828756 0.00037073905056257266 -2.4620606368329345e-05 0.001170598784744186 0.0016631942148954422 0.0015340241762137634 0.001325736594788973 0.00085852043120578331 0.0013885298373401999
leaf_weight=1079 24 52 27 28 85 31 39 61 60 60 241 22 89 24 54 44 38 61 376 75 22 23 30 21 38 43 38 287 21 28
leaf_count=1079 24 52 27 28 85 31 39 61 60 60 241 22 89 24 54 44 38 61 376 75 22 23 30 21 38 43 38 287 21 28
internal_value=0 0.000828327 0.00142545 0.000677223 0.00111965 0.00144496 0.00136462 0.000547962 0.00149626 0.00108304 0.00148373 0.000502786 0.00129072 0.000577437 0.0013811 0.00125792 0.000889903 0.000957614 0.00140063 0.000671723 0.000596533 0.00150793 0.000316669 0.000207944 0.00138843 0.00140015 0.00135456 0.00138309 0.00109559 0.00119651
internal_weight=0 691 2430 455 236 2299 896 283 1403 131 1343 255 151 182 857 71 172 134 775 121 97 1102 73 51 744 706 127 663 73 82
internal_count=3121 691 2430 455 236 2299 896 283 1403 131 1343 255 151 182 857 71 172 134 775 121 97 1102 73 51 744 706 127 663 73 82
is_linear=0
shrinkage=0.00196078


Tree=3515
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 4 4 0 0 2 43 4 15 14 0 2 42 52 1 3 0 2 14 39 1429 43 2
split_gain=45.4403 5.45249 5.1411 3.86406 3.03776 1.95044 1.88826 1.4992 1.32388 1.0182 0.894408 0.847971 0.820559 0.95385 0.809191 1.21576 0.7679 0.702749 0.679125 0.67028 0.609201 0.605004 0.594211 0.797019 0.504963 0.49611 0.481134 0.429888 0.422336 0.531056
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.09141500000000001 0.13075500000000004 0.082585000000000006 -0.17966999999999997 0.033845000000000007 1.0000000180025095e-35 -0.23194499999999998 0.092235000000000025 -0.04890499999999999 -0.059649999999999988 -0.03241999999999999 0.076175000000000007 -0.13027499999999997 0.099185000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.16540500000000002 -0.13927999999999999 -0.066089999999999996 0.10402500000000002 -0.41076499999999994 0.088025000000000006 -0.015219999999999999 -0.00067499999999999993 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 11 16 25 19 -6 22 12 -1 13 -10 18 -16 17 -4 -13 -5 24 -8 -7 -24 -14 -3 -27 -2 -21 -30
right_child=1 6 5 7 8 9 21 -9 10 -11 -12 14 20 -15 15 -17 -18 -19 -20 28 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0016809362938059844 0.0014715325226758254 0.00087578361720041511 0.0011211783921017367 0.0011912823412097804 0.0013609128196562942 0.0015066526984402297 0.00043779074326073288 0.00049677858096335416 0.00084482956813330078 0.0011645863749379036 0.00054240491933404121 0.001546284948901869 0.00098247731392894582 0.0013057713070985799 0.0012849124840492434 0.00079371006049631584 0.0016756553576031711 0.0014251038178727242 0.0011222388262988304 0.00066586609904156606 0.0011523757696875227 7.9103372817168608e-05 0.001357040593991899 0.0011921873853819058 0.00065724854835984758 0.00071401231714379113 0.00039252505992886191 0.0011616171763682373 0.00113673403450087 0.00079004574116406249
leaf_weight=22 22 45 30 21 31 72 130 59 28 160 21 53 29 45 76 26 46 1170 20 47 21 21 484 147 50 63 25 79 25 53
leaf_count=22 22 45 30 21 31 72 130 59 28 160 21 53 29 45 76 26 46 1170 20 47 21 21 484 147 50 63 25 79 25 53
internal_value=0 0.000733619 0.00133788 0.000915212 0.00114032 0.00137741 0.000537958 0.000760553 0.000984657 0.00130576 0.000924534 0.00131811 0.00097092 0.00112897 0.0012725 0.0011597 0.00142704 0.00141751 0.00143011 0.000867147 0.000855542 0.000387907 0.00133789 0.00131864 0.000776636 0.000708317 0.000622681 0.00122912 0.000812692 0.000901164
internal_weight=0 590 2531 306 422 2109 284 205 225 863 194 197 173 73 175 102 1246 1200 73 146 100 151 703 631 79 133 88 101 125 78
internal_count=3121 590 2531 306 422 2109 284 205 225 863 194 197 173 73 175 102 1246 1200 73 146 100 151 703 631 79 133 88 101 125 78
is_linear=0
shrinkage=0.00196078


Tree=3516
num_leaves=31
num_cat=0
split_feature=1 4 1 150 3 148 159 49 133 2 2 0 43 4 12 48 150 51 11 11 1443 3 15 43 43 13 16 480 2 47
split_gain=1.81498 0.303616 0.256566 0.27263 0.204948 0.193702 0.183368 0.319946 0.185023 0.174384 0.172822 0.260693 0.301569 0.200902 0.170449 0.166295 0.194872 0.160113 0.152691 0.243757 0.178581 0.143149 0.154685 0.260221 0.169035 0.199208 0.166981 0.140305 0.135213 0.131778
threshold=0.10920500000000001 0.27287000000000006 0.089625000000000024 1.0000000180025095e-35 -0.083654999999999993 -0.066239999999999979 0.085545000000000024 0.14321000000000003 0.085635000000000003 0.25063000000000007 0.097070000000000004 -0.026509999999999995 -0.071629999999999985 -0.42529999999999996 -0.010834999999999999 -1.0000000180025095e-35 0.08882000000000001 -0.20636999999999997 0.080455000000000013 0.084680000000000019 0.089780000000000013 -0.13309499999999996 -0.56020999999999987 0.0061450000000000003 -0.05647499999999999 -0.061684999999999997 -0.53943499999999989 -0.085809999999999984 0.13093500000000002 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 10 14 -5 -2 7 8 29 21 18 -12 -13 -14 -4 -6 -17 -16 20 -20 27 -3 -23 24 25 -24 -26 -1 -28 -7
right_child=1 9 3 4 15 6 -8 -9 -10 -11 11 12 13 -15 17 16 -18 -19 19 -21 -22 22 23 -25 26 -27 28 -29 -30 -31
leaf_value=0.021895047338106311 0.00011588139459490777 0.010482543533202262 0.0074996027657214335 0.00060115701790588603 0.0029182960762857246 0.016706932043038813 0.0057332731093853138 0.0005151620346375488 0.0065913539198156684 -0.0032279397904252018 0.013513835947113959 -0.00092711397607264851 0.01902172253625891 0.0060375507383678972 0.022355110999196768 0.0078535854237998144 0.017511037419978028 0.013183395898943623 0.028197666576930455 0.012771923764521491 0.0051009247265756136 0.011863866701722146 0.0058614023411885288 -0.0048583177399010432 0.0005959922093011085 -0.005573715054430068 0.017670223489403725 0.014482268654543041 0.0075999879086157312 0.0096131392448608379
leaf_weight=26 20 50 51 30 26 104 65 22 33 24 374 29 22 26 20 48 37 394 21 20 20 25 39 31 21 25 20 1423 40 35
leaf_count=26 20 50 51 30 26 104 65 22 33 24 374 29 22 26 20 48 37 394 21 20 20 25 39 31 21 25 20 1423 40 35
internal_value=0 0.00727369 0.0135849 0.0117865 0.00793469 0.00959788 0.0103301 0.0118703 0.0133226 0.0049157 0.0141407 0.0124229 0.00712426 0.0119886 0.0129545 0.00991672 0.0120574 0.0136265 0.0146537 0.0206729 0.0144857 0.00569437 0.00450329 0.00345775 0.00523567 0.00139456 0.00827062 0.0146153 0.0109567 0.0149207
internal_weight=0 554 2567 606 141 279 259 194 172 275 1961 451 77 48 465 111 85 414 1510 41 1469 251 201 176 145 64 81 1449 60 139
internal_count=3121 554 2567 606 141 279 259 194 172 275 1961 451 77 48 465 111 85 414 1510 41 1469 251 201 176 145 64 81 1449 60 139
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=31
num_cat=0
split_feature=1 3 15 10 1 4 52 15 11 0 0 12 157 43 43 1 157 49 2 2 15 4 0 43 2 13 43 41 13 15
split_gain=1.47013 0.251519 0.23758 0.225802 0.21222 0.233226 0.21528 0.200084 0.24596 0.215021 0.294242 0.219991 0.201047 0.203715 0.229862 0.19493 0.192629 0.189861 0.161416 0.147456 0.176246 0.135182 0.132398 0.199306 0.141289 0.131579 0.209404 0.200128 0.165363 0.226682
threshold=0.10920500000000001 -0.049509999999999992 0.024640000000000006 -0.088499999999999981 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 -0.11033999999999998 0.079300000000000009 -0.10836499999999999 -0.14226499999999997 0.091625000000000012 -0.08107499999999998 -0.073404999999999984 -0.077604999999999993 0.16540500000000002 -0.0091799999999999989 0.10390000000000001 0.113445 0.11411 -0.41942499999999994 -0.0086549999999999978 -0.080499999999999988 0.031595000000000005 0.10252500000000002 0.054800000000000008 -0.071629999999999985 0.07677500000000001 -0.017449999999999997 0.083490000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 3 -1 7 -6 -7 -5 9 10 -9 18 -13 14 17 -3 -4 21 -11 -2 -21 -14 23 -15 -24 27 -27 28 29 -18
right_child=1 15 16 4 5 6 -8 8 -10 11 -12 12 13 22 -16 -17 25 -19 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00081517256550796453 0.011951698375277273 0.0056747698189955655 0.021810747786926536 0.015139899208820629 0.014105256174717888 0.0055258907549714138 0.013924798864479128 0.011024366184298334 0.0024552117511308915 0.013735434240249084 -0.0016132691978580423 0.0024880649376427758 0.018089534312759233 -0.0020176664069294927 0.023906804865691814 -0.0034670855002477772 0.0020320294158799306 0.00374625393389059 0.005521458677947521 0.012016026911636194 0.0020292293415729735 0.0082232522090808276 0.015992696511966643 0.010881058663970022 0.007663041427440476 0.012019781323550182 0.0016843012417666614 0.021407066616079502 0.014971685688144396 0.012607401512608037
leaf_weight=20 108 348 26 182 65 155 38 58 29 556 27 32 41 25 20 25 21 21 25 30 43 21 32 23 56 107 24 31 350 582
leaf_count=20 108 348 26 182 65 155 38 58 29 556 27 32 41 25 20 25 21 21 25 30 43 21 32 23 56 107 24 31 350 582
internal_value=0 0.00654632 0.0122264 0.0113659 0.011516 0.00892441 0.00717956 0.0120984 0.0115254 0.0118061 0.00701006 0.0122846 0.00993175 0.0109284 0.0142832 0.00506204 0.0133019 0.0119642 0.013382 0.00960509 0.00613339 0.0147477 0.00838764 0.00416297 0.010692 0.0131035 0.0101263 0.0134999 0.0132427 0.0122391
internal_weight=0 554 2567 1426 1406 258 193 1148 966 937 85 852 271 239 103 373 1141 83 581 181 73 62 136 48 88 1115 131 984 953 603
internal_count=3121 554 2567 1426 1406 258 193 1148 966 937 85 852 271 239 103 373 1141 83 581 181 73 62 136 48 88 1115 131 984 953 603
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 14 1 2 34 4 4 52 15 1 2 31 151 4 42 1 160 2 160 3 4 0
split_gain=65.6415 12.0624 6.56356 5.59969 3.92759 3.47329 2.81909 2.02445 1.91443 1.6087 1.5491 1.33852 1.43998 1.06481 0.845599 0.754509 0.750351 0.670894 0.738141 0.642088 0.61866 0.599477 0.537375 0.517065 0.502962 0.471376 0.457745 0.442108 0.538396 0.505998
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.14285500000000004 0.11474000000000002 0.062655000000000016 0.09253500000000002 0.13754500000000003 -1.0000000180025095e-35 0.26790000000000008 0.42051500000000003 -0.56176499999999996 -0.45963999999999994 0.089875000000000024 0.085730000000000015 -0.077289999999999984 -0.088784999999999989 0.033845000000000007 0.084755000000000011 0.10124500000000002 1.0000000180025095e-35 0.11682500000000001 0.10493500000000001 0.090900000000000009 -0.031404999999999995 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 11 15 22 13 -5 12 19 17 -14 -7 -16 27 -19 -4 -3 -22 -6 24 -17 -23 -26 29 -29 -1
right_child=1 2 6 10 8 7 -8 -9 -10 -11 -12 -13 14 -15 16 23 -18 18 -20 -21 21 25 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0015543333291530835 0.0015134649949054108 0.00094886578619480133 0.00048155594421442723 0.0013301364961483075 0.0011351836636104686 0.0016554416849202838 0.00096547448139975287 0.00091874158078249278 0.00069728319234902564 0.0018156385329925046 0.0008078284070676486 0.00023007086038622795 0.00092116051247820427 0.0010734916363675825 0.00080349813489352954 0.0013398080099935347 0.00030623236710221324 0.0014589326293746002 0.00106843964068913 1.3003776839220513e-05 0.00056156466690966201 0.00090865122888862172 0.0014602213075347976 0.001052739099033323 0.0015871653636964429 0.00064579019974129429 0.0013353728132682891 0.0015366684291876999 0.0011050481524537592 0.0014182049601965242
leaf_weight=1205 76 40 22 34 33 36 37 39 24 70 61 114 33 21 20 380 28 268 20 23 88 54 48 20 70 51 46 25 20 115
leaf_count=1205 76 40 22 34 33 36 37 39 24 70 61 114 33 21 20 380 28 268 20 23 88 54 48 20 70 51 46 25 20 115
internal_value=0 0.000776514 0.000685444 0.00146141 0.00086882 0.00148039 0.000461685 0.00135049 0.00118368 0.00152442 0.00099476 0.000384017 0.000523302 0.00151224 0.00067954 0.00138099 0.000513426 0.00151781 0.00143182 0.000242074 0.00072693 0.000680933 0.0013278 0.00136184 0.00137431 0.000780976 0.00148732 0.00153596 0.00134484 0.00154247
internal_weight=0 691 615 2430 338 2335 277 591 105 1744 95 240 126 1674 81 552 48 1653 288 45 233 193 81 516 496 105 116 1365 45 1320
internal_count=3121 691 615 2430 338 2335 277 591 105 1744 95 240 126 1674 81 552 48 1653 288 45 233 193 81 516 496 105 116 1365 45 1320
is_linear=0
shrinkage=0.00196078


Tree=3519
num_leaves=31
num_cat=0
split_feature=4 3 2 149 3 1375 2 10 49 3 0 15 11 13 1 3 124 48 133 4 150 133 43 401 133 401 402 1456 3 2
split_gain=1.46777 0.498951 0.353765 0.269122 0.230557 0.271564 0.279431 0.191939 0.179183 0.177101 0.168869 0.168867 0.177094 0.165804 0.145524 0.141395 0.142018 0.133031 0.346241 0.195615 0.177515 0.13285 0.311026 0.170635 0.144413 0.137267 0.295354 0.121 0.129746 0.142866
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.07359499999999998 -0.22860499999999997 -0.0091949999999999983 -0.079859999999999987 0.14705000000000004 0.12745000000000004 -0.070154999999999981 -0.15914499999999995 0.10334500000000001 -0.0093149999999999986 0.11910500000000002 -0.12018999999999998 -1.0000000180025095e-35 0.081275000000000014 -0.006494999999999999 -0.51253999999999988 0.083250000000000005 -0.071719999999999992 0.064745000000000011 0.11336 -0.047229999999999987 0.11769000000000002 0.11174500000000002 -0.077604999999999993 0.10732000000000001 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 11 -6 10 -2 9 27 -7 -1 17 -12 -9 -16 -17 19 -19 -13 -20 23 24 -21 -23 26 -26 -8 29 -29
right_child=3 -3 -4 -5 5 6 8 14 -10 -11 13 12 -14 -15 15 16 -18 18 20 21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.019196694139391186 -0.0023976183526265701 0.0038052099458873272 -0.00027463968195345093 0.014400659278076742 -0.00023855039511214604 0.01245515530130693 0.016820728759990917 0.007515129154181165 0.0047956488741975698 0.018962467202051941 0.0071099832071922723 0.022846736246719956 0.0032706229481846098 -0.0046856322193475951 0.010822861486813055 0.0056363761705662393 -0.00098210876919450104 0.00168371337318891 0.01072205091839977 0.014095625400619205 0.01955089393803584 0.0063577114271798317 0.0023951791195819775 0.023046253653972046 0.012957544428921625 0.020524232595673073 0.0023829836661375509 0.013790625829960369 0.0043573204356317334 0.01037059101352774
leaf_weight=40 39 75 23 28 22 21 42 132 36 35 26 20 20 22 20 56 77 38 122 288 28 35 30 23 1215 23 27 190 26 342
leaf_count=40 39 75 23 28 22 21 42 132 36 35 26 20 20 22 20 56 77 38 122 288 28 35 30 23 1215 23 27 190 26 342
internal_value=0 0.0118504 0.0120744 0.00499483 0.0121807 0.0107102 0.0110357 0.00418198 0.0116588 0.0120479 0.00497585 0.0127677 0.0126301 0.00170366 0.00508235 0.00298348 0.00180462 0.0127313 0.0102101 0.0130167 0.0123701 0.0128969 0.0124618 0.0147576 0.0126941 0.0128694 0.0127277 0.0116445 0.0112549 0.011592
internal_weight=0 2769 2694 352 2671 762 740 324 671 635 69 1909 1869 48 285 153 133 1849 188 1661 150 1641 1330 311 1300 1265 1242 600 558 532
internal_count=3121 2769 2694 352 2671 762 740 324 671 635 69 1909 1869 48 285 153 133 1849 188 1661 150 1641 1330 311 1300 1265 1242 600 558 532
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 3 43 14 1 2 2 457 0 52 4 3 3 39 2 1 1 4 16 475 0 13 3 3 49 51
split_gain=48.6402 6.59176 5.08081 3.70577 2.96508 2.9495 1.736 1.68264 1.60543 1.53536 1.35374 1.50787 1.08926 1.03105 0.961236 1.33607 0.722035 0.661413 0.637091 0.765199 0.668668 0.621359 0.676099 0.619861 0.615124 0.525426 0.498121 0.483341 0.440876 0.42011
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.11474000000000002 0.31534000000000006 -0.025214999999999998 0.076975000000000002 0.09253500000000002 0.11177500000000001 0.13501500000000002 0.080930000000000016 -0.036484999999999997 0.048770000000000008 -0.55119499999999988 -0.15956499999999998 -0.14477499999999996 0.096625000000000016 0.089005000000000015 0.091195000000000012 0.08864000000000001 -0.011209999999999999 -0.008904999999999998 -0.066784999999999983 -0.066689999999999985 -0.47860499999999995 0.10732000000000001 0.14121000000000003 0.10463500000000002 0.024995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 12 6 17 14 -4 -8 11 23 -2 25 -1 -16 -6 -3 19 -17 -20 -11 27 -5 -21 -7 28 -23 29 -25
right_child=1 5 8 10 16 13 9 -9 -10 21 -12 -13 -14 -15 15 18 -18 -19 20 24 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.001789748963390978 0.0013330170271580882 0.0006291793249466321 0.0012903534705216773 0.0014514057851514519 0.00084657172672839075 0.00026851315078985739 0.0011565281631675062 0.0016909515310346689 0.00077878652960593252 0.001000189476724508 0.0008989915393256381 0.00084920151775752246 0.00090364355306452699 0.00053940214922451851 0.00090609390401478964 0.0014398402274251863 0.00042259203288338933 0.00037217765685357556 0.0013544255980276097 0.0013474124062241195 0.0010743821573023704 0.00090448599700515499 0.00035855629200152322 0.0012683599383855959 0.00099596527833787241 -0.0001127811580945074 0.00095967892590584814 0.00056627990761269609 0.0011421090420075913 0.0014810915418805922
leaf_weight=23 85 99 34 67 47 33 39 75 77 22 48 34 31 34 22 1023 23 63 517 217 35 33 25 189 21 24 22 32 83 44
leaf_count=23 85 99 34 67 47 33 39 75 77 22 48 34 31 34 22 1023 23 63 517 217 35 33 25 189 21 24 22 32 83 44
internal_value=0 0.000720507 0.00134568 0.0013645 0.00102596 0.00057988 0.000670216 0.00140301 0.000935483 0.000821468 0.00121163 0.00124582 0.00121827 0.000269163 0.00139139 0.0013864 0.000707264 0.000529234 0.00139222 0.00141654 0.00133667 0.000704795 0.000632588 0.00127911 0.0013164 0.000107968 0.00124496 0.000737985 0.00126482 0.00130853
internal_weight=0 590 2531 2420 186 404 313 1933 111 151 487 439 116 91 1858 1835 70 162 1813 1261 552 112 90 405 238 57 338 65 316 233
internal_count=3121 590 2531 2420 186 404 313 1933 111 151 487 439 116 91 1858 1835 70 162 1813 1261 552 112 90 405 238 57 338 65 316 233
is_linear=0
shrinkage=0.00196078


Tree=3521
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 159 12 1 4 4 0 2 0 51 0 12 0 0 1 40 457 4 4 13 13 4 3 1 3 16
split_gain=34.4928 4.43166 4.12738 3.21085 2.22632 1.55551 1.50129 1.47453 1.14459 0.910446 0.908703 0.92552 0.889952 0.707982 0.699483 0.837237 0.597801 0.612232 0.543018 0.501946 0.508221 0.493232 0.559906 0.817222 0.464954 0.454137 1.06411 0.429583 0.387179 0.576417
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.082585000000000006 0.090455000000000021 0.13075500000000004 -0.16363499999999997 0.033845000000000007 -0.066089999999999996 0.10402500000000002 -0.23194499999999998 -0.10386999999999998 -0.097024999999999986 0.13597000000000004 -0.14832499999999996 -0.13027499999999997 0.122715 -0.081429999999999989 0.085130000000000025 0.098655000000000007 0.024790000000000003 -1.0000000180025095e-35 0.043850000000000007 -0.064054999999999987 0.013900000000000001 0.14860500000000001 -0.20241999999999996 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 21 16 -3 -6 14 11 19 -1 -14 -8 28 -4 -18 -2 -10 -21 22 23 -5 25 -15 -27 -9 -16 -30
right_child=1 7 6 5 8 -7 9 27 10 -11 -12 -13 13 24 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0015139990550948974 0.0011494090988749791 0.00061479461080441778 0.0014639702986231913 0.00063919655372677458 0.001182677888361012 0.00038289318177307514 0.0014359958918008088 0.00040087750906787331 0.00073168890643443454 0.001014095329397418 0.0004706446530104351 0.00065995155905945583 0.0013140875344176135 0.0012920658202732311 0.0013481335286740902 0.00080702676375706993 0.00091663583475638203 0.0012470082349937844 0.00083772985616030113 0.0011463873189294614 0.00078781882739459774 0.0010092917689280992 0.00045105411265702807 0.0010386182752819019 0.00081867580815656656 0.0011566185203253053 0.00062147387266889504 0.00017364624536771707 0.001196564140687594 0.0010691695245144035
leaf_weight=22 83 133 48 54 35 58 37 105 26 169 28 60 43 30 45 25 22 1093 29 55 21 26 25 31 32 50 20 46 479 191
leaf_count=22 83 133 48 54 35 58 37 105 26 169 28 60 43 30 45 25 22 1093 29 55 21 26 25 31 32 50 20 46 479 191
internal_value=0 0.000640648 0.00116711 0.000804362 0.0009901 0.00065175 0.00120253 0.000464252 0.000856837 0.00114453 0.000796813 0.000853188 0.0011423 0.00109558 0.00117289 0.00115974 0.00124971 0.00124049 0.00106871 0.000966857 0.00104731 0.00076641 0.000709001 0.000784868 0.00102439 0.00109022 0.00100372 0.000331655 0.00117207 0.00116025
internal_weight=0 590 2531 306 422 194 2109 284 225 946 190 162 197 175 777 740 1163 1115 112 102 76 136 110 85 132 100 70 151 715 670
internal_count=3121 590 2531 306 422 194 2109 284 225 946 190 162 197 175 777 740 1163 1115 112 102 76 136 110 85 132 100 70 151 715 670
is_linear=0
shrinkage=0.00196078


Tree=3522
num_leaves=31
num_cat=0
split_feature=1 4 15 1 4 2 0 16 48 12 12 2 15 16 150 3 1 14 16 4 12 10 159 43 13 4 4 160 160 51
split_gain=1.6181 0.280749 0.2328 0.222552 0.246946 0.310419 0.230286 0.208671 0.363595 0.20974 0.208445 0.24492 0.210376 0.318159 0.191805 0.180143 0.31192 0.174424 0.337532 0.174318 0.293094 0.208469 0.214315 0.180978 0.168944 0.164821 0.148456 0.144112 0.183623 0.182682
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.08864000000000001 -0.17966999999999997 0.091265000000000013 -0.068944999999999992 -0.44310499999999992 0.085485000000000019 -1.0000000180025095e-35 0.091625000000000012 0.088850000000000012 -0.0063699999999999989 -0.0057949999999999989 0.084680000000000019 -0.15447499999999995 0.081670000000000006 -0.42495999999999995 -0.16927999999999996 0.50996500000000011 0.10016000000000001 0.09820000000000001 0.10600500000000002 -0.04890499999999999 0.0015850000000000003 0.51303500000000013 -0.022844999999999997 0.11205000000000002 0.050340000000000003 -0.013119999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 10 -5 6 -6 -7 9 -9 12 -12 27 -14 -2 16 -4 25 19 20 23 22 -21 -19 26 -3 -15 28 -1 -30
right_child=1 17 15 4 5 7 -8 8 -10 -11 11 -13 13 24 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.01388034899912172 0.01065150110419192 0.012841338797177122 0.012799385815203465 0.015164759884843277 0.012634885358928531 0.010893406036721412 0.0036573410842238984 0.0040578201834467198 0.0088824339376752381 -0.0091627542578083063 0.00056268788226272748 0.011287469648186586 -0.00055164428971086934 0.011487743973165104 0.0048958895526394798 0.013488225610627198 0.029276214716956017 -0.002498778850377466 -0.0093115714259329255 0.015773151638374353 -0.0086773131709461191 0.00013996271165804221 0.0037208520788699385 0.0076561013029681317 0.0043294122023507953 0.0025394758284091948 0.021327420923372975 0.0087433991421546255 0.026383266678970792 0.016373969589370641
leaf_weight=425 197 41 27 74 179 43 34 21 46 28 23 287 24 46 82 1094 20 26 20 36 22 26 25 54 20 25 23 42 23 88
leaf_count=425 197 41 27 74 179 43 34 21 46 28 23 287 24 46 82 1094 20 26 20 36 22 26 25 54 20 25 23 42 23 88
internal_value=0 0.00672493 0.012684 0.0118322 0.00991495 0.00880815 0.0112019 0.00511352 0.00249736 -0.00349679 0.0126462 0.0104918 0.0136128 0.00966651 0.00895989 0.0137487 0.0198108 0.00445747 0.00304221 0.00434949 0.00154471 0.00763786 0.0108337 0.00435577 0.012422 0.00893912 0.0147676 0.0143842 0.0148263 0.018448
internal_weight=0 554 2567 1426 425 351 213 138 95 49 1001 310 691 113 279 1141 47 275 209 189 102 87 61 80 89 66 69 578 536 111
internal_count=3121 554 2567 1426 425 351 213 138 95 49 1001 310 691 113 279 1141 47 275 209 189 102 87 61 80 89 66 69 578 536 111
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 4 1 3 159 47 0 0 12 4 3 47 49 132 1 0 14 123 2 49 1 151
split_gain=43.8995 5.55788 4.66411 2.69978 2.66117 2.29668 1.67821 1.62938 1.48698 1.14243 1.01262 0.995847 0.864372 0.838762 0.736468 0.711225 0.959065 0.678738 1.05563 0.678173 0.598838 0.588511 0.681865 0.587546 0.456515 0.452859 0.45387 0.424441 0.750391 0.629337
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090455000000000021 0.27287000000000006 -0.16363499999999997 0.033845000000000007 0.12765500000000005 -0.11171999999999999 0.084250000000000005 0.077555000000000013 -0.14832499999999996 -0.097024999999999986 0.13597000000000004 -0.064054999999999987 0.092670000000000016 0.091680000000000011 -0.012034999999999999 0.088890000000000011 0.15799000000000005 -0.13027499999999997 -0.46166999999999997 0.084180000000000019 0.11177500000000001 -0.063424999999999981 0.10089500000000001 -0.082829999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 7 14 12 -6 15 24 -1 25 17 -4 -8 -17 -13 -19 27 -2 22 -7 -16 -9 26 -3 28 -10 -29
right_child=1 5 6 -5 8 21 9 10 19 -11 -12 13 -14 -15 23 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0009016008433769281 0.00088305741329403487 0.0011068616233899467 0.0016373489572882678 0.00070792156892024655 0.0013425540822280652 0.00035629942310964039 0.0015854024759157663 0.00094510278448003352 0.0011472435889680402 0.0011422185947134623 0.00038303301449422431 0.0014337745038609879 0.00055473367957507857 0.0016006316131382597 0.0010720415798691559 0.0013200365288580755 0.00092933356761932368 0.0012594815871330585 0.00078419813883794662 0.0011324358827173521 0.0012574131355223143 0.00060208835539813743 -6.6479472443461412e-05 0.0013956850519411133 0.00059956266597306889 0.0007086609880146683 0.00081291235202197022 0.0009415422324781065 0.0006921295717156311 0.0005595940451827401
leaf_weight=26 20 46 48 74 31 55 37 21 30 169 83 56 37 32 22 715 25 98 22 31 92 23 20 1093 49 34 36 27 26 43
leaf_count=26 20 46 48 74 31 55 37 21 30 169 83 56 37 32 22 715 25 98 22 31 92 23 20 1093 49 34 36 27 26 43
internal_value=0 0.000718071 0.001312 0.000998545 0.00112383 0.000588942 0.00134965 0.000672606 0.000950115 0.00128832 0.000529526 0.0012634 0.000815687 0.00130862 0.00139954 0.0013201 0.00130684 0.00125553 0.00117235 0.000872627 0.00119056 0.000327703 0.000243558 0.0013893 0.000703225 0.000898922 0.000977811 0.000808705 0.000935941 0.000706917
internal_weight=0 590 2531 186 422 404 2109 306 188 946 153 234 153 208 1163 777 740 176 120 157 112 98 75 1115 70 116 82 126 56 70
internal_count=3121 590 2531 186 422 404 2109 306 188 946 153 234 153 208 1163 777 740 176 120 157 112 98 75 1115 70 116 82 126 56 70
is_linear=0
shrinkage=0.00196078


Tree=3524
num_leaves=31
num_cat=0
split_feature=1 3 4 12 4 3 2 1 43 2 2 14 50 11 1 4 52 1 2 39 1 1447 1 16 15 15 48 43 3 13
split_gain=43.5569 5.27523 4.26459 3.14563 2.82551 2.4204 1.9372 1.77632 1.72239 1.2398 1.10921 0.893262 0.756583 0.752683 0.918698 1.35608 0.751735 0.704374 0.67432 0.646293 0.556828 0.552259 0.546833 0.53589 0.451162 0.448003 0.445072 0.416159 0.384828 0.555549
threshold=0.10752500000000002 -0.059315 0.27834500000000006 -0.010834999999999999 0.27834500000000006 0.31370500000000007 0.13712500000000002 0.09253500000000002 -0.025214999999999998 0.089775000000000008 0.11177500000000001 0.062655000000000016 0.11266000000000001 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.048770000000000008 0.122715 0.092120000000000021 0.093225000000000016 0.13332000000000002 -0.082869999999999985 0.091195000000000012 -0.090344999999999995 -0.028889999999999996 0.040760000000000005 0.083685000000000009 -0.0064299999999999991 -0.11171999999999999 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 17 8 9 18 19 11 -10 22 -12 14 21 -16 20 -2 -1 26 -7 -11 -5 -9 -20 -15 -3 -6 29 -23
right_child=1 5 -4 6 27 16 -8 23 10 13 12 -13 -14 25 15 -17 -18 -19 24 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015705303428998959 0.0013110616494092485 0.00058059126504657029 0.00082008615111385551 0.0014242086611785175 0.00054222540084544648 0.00050004919967655613 0.00093370576219016185 0.0011714966507518992 0.0011570906547216317 0.0016159292919183869 0.00067863383870801807 0.0016507888666895869 0.0010962775236549574 0.0014174752340072839 0.0013568354328213695 0.00081481313004213229 0.00060056308187724807 0.00095608276141866632 0.001292453780241892 0.00045035349378054338 0.00012077397692873947 0.00094132281401578108 0.0013178887222671794 0.00080309507541110345 0.00094083702374322747 0.0017464183468152495 0.00087790462733691504 0.00084343600287741308 0.0013262020128279534 0.0013589736926399804
leaf_weight=24 83 49 59 1096 29 22 38 20 38 24 81 60 21 78 36 35 34 29 47 81 46 25 224 63 20 20 32 45 638 24
leaf_count=24 83 49 59 1096 29 22 38 20 38 24 81 60 21 78 36 35 34 29 47 81 46 25 224 63 20 20 32 45 638 24
internal_value=0 0.000749459 0.00134107 0.0013535 0.00102271 0.000623656 0.00137275 0.00109931 0.000711858 0.00138013 0.000871147 0.0014168 0.000764619 0.00132262 0.00130232 0.00108964 0.000362508 0.00121915 0.00128851 0.000574201 0.000243481 0.00132356 0.00140617 0.000891867 0.00118749 0.00148461 0.000698048 0.000725394 0.00131334 0.00114589
internal_weight=0 590 2531 2472 186 404 2298 174 302 2260 140 1380 102 880 782 71 102 112 91 162 68 711 1320 83 67 98 81 74 687 49
internal_count=3121 590 2531 2472 186 404 2298 174 302 2260 140 1380 102 880 782 71 102 112 91 162 68 711 1320 83 67 98 81 74 687 49
is_linear=0
shrinkage=0.00196078


Tree=3525
num_leaves=31
num_cat=0
split_feature=1 3 4 1 150 51 150 2 4 52 52 0 15 16 133 13 16 39 12 157 16 4 16 133 159 483 16 51 12 157
split_gain=1.77053 0.31191 0.241945 0.235243 0.248991 0.187033 0.184172 0.174254 0.172352 0.1674 0.183845 0.164939 0.171015 0.168866 0.163264 0.246128 0.161821 0.152958 0.151351 0.149706 0.139134 0.177475 0.195799 0.184429 0.176835 0.159826 0.177359 0.147159 0.139721 0.259246
threshold=0.10920500000000001 0.31370500000000007 -0.010655 0.089625000000000024 1.0000000180025095e-35 -0.40274499999999996 0.084495000000000015 0.13404500000000005 0.0067750000000000006 -0.046924999999999988 -0.53299999999999992 -0.10474999999999998 -0.41396999999999995 -0.25582999999999995 -0.083244999999999986 -0.08971999999999998 -0.5335399999999999 0.088025000000000006 -0.010834999999999999 -1.0000000180025095e-35 -0.072804999999999981 0.033845000000000007 -0.0057949999999999989 0.089405000000000012 0.12082500000000002 0.085510000000000017 -0.14158499999999996 -0.45454999999999995 0.091625000000000012 -0.077664999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 14 -4 -6 20 -8 10 -2 13 -13 -3 -5 -16 -10 -7 -17 -12 25 24 -23 -24 28 -1 -27 -25 -22 -30
right_child=1 11 5 4 6 17 8 -9 16 -11 19 12 -14 -15 15 18 -18 -19 -20 -21 21 22 23 27 -26 26 -28 -29 29 -31
leaf_value=0.014576647619433692 0.017406742708028659 0.0015161522664129735 0.013827201527144228 0.018447318495147757 0.00014051303640007974 0.0079184691867212192 0.013200716166982368 0.0079724323726734336 0.0096716332742396525 0.018516026683632406 0.00010492452420294285 0.0044668335001915695 -0.0079393529947847132 0.012799740564965068 0.0038194842509586707 0.0068231915932540832 -0.0016643808654043823 0.0033458163308495398 0.013468930070998315 0.010729139531031252 0.01415885310797509 0.0012126630404964091 0.018979892748124574 0.013483767038930887 0.02103380013798033 0.01528362720583876 0.027104673500765453 0.0016317471442744138 0.0007345557257178284 0.012333239277135224
leaf_weight=865 23 36 35 45 25 185 62 49 34 31 21 20 25 21 33 38 20 121 349 36 620 24 23 22 31 30 22 20 21 234
leaf_count=865 23 36 35 45 25 185 62 49 34 31 21 20 25 21 33 38 20 121 349 36 620 24 23 22 31 30 22 20 21 234
internal_value=0 0.00709521 0.00822238 0.0133287 0.0116066 0.00690238 0.00792557 0.0138608 0.00960338 0.0122775 0.00986009 0.00210028 -0.00242549 0.00567326 0.0127228 0.0121095 0.00547311 0.00611033 0.0128164 0.00681496 0.0140118 0.0131928 0.00893168 0.0117818 0.0136114 0.0149003 0.0202848 0.00783995 0.0133484 0.0113781
internal_weight=0 554 452 2567 606 341 141 1961 116 111 80 102 45 57 465 420 54 306 387 57 1912 995 89 65 906 917 52 42 875 255
internal_count=3121 554 452 2567 606 341 141 1961 116 111 80 102 45 57 465 420 54 306 387 57 1912 995 89 65 906 917 52 42 875 255
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 14 0 4 0 1 2 4 3 2 147 43 3 0 12 34 150 13 2 1446 1 12
split_gain=50.7625 6.65549 5.37223 5.1783 3.16037 2.67366 2.29527 1.76808 1.36863 1.25005 1.24312 1.21319 1.08436 1.02593 0.743049 0.678124 1.01612 0.726883 0.654979 0.665448 1.0055 0.960419 0.628311 0.614406 0.602642 0.563946 0.555638 0.666794 0.860098 0.551346
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.090455000000000021 0.40124500000000002 -0.15464999999999998 0.076175000000000007 -0.23194499999999998 0.033845000000000007 -0.030209999999999997 0.10089500000000001 0.16394500000000004 -0.064054999999999987 0.013900000000000001 0.099185000000000009 0.089810000000000015 -0.025214999999999998 0.11658 -0.071719999999999992 0.13597000000000004 -1.0000000180025095e-35 0.091105000000000005 -0.016469999999999995 0.088745000000000004 0.037915000000000011 0.083345000000000016 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 14 9 29 -6 26 -1 22 13 24 23 17 -17 -12 19 -2 21 -21 -8 -3 -10 -25 -4 28 -28 -5
right_child=1 5 6 7 8 -7 11 -9 12 -11 15 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0018225672251400461 0.00066291182591398409 0.0002612914307571458 0.0015142090083306633 0.0016174869039674209 0.0013720297100771146 0.00097872706594366587 0.0014162883216989194 0.00083591641013776698 0.001242963000311507 0.0018193987159269647 0.0015962124309119056 0.0012219994752382039 0.00054086033108772017 0.00084858407633691573 0.00022171340332698751 0.0013391602967481805 0.00089083865796234089 0.0011563552271428646 0.00043397595659724078 0.0013809192170894224 0.0007301779147359281 0.00079912954247465318 0.0011221322509950686 0.00047230508828353582 0.00085879213231451377 0.00079680927855953155 0.0014124715705224752 0.0016643518042497607 0.0010051545356657627 0.0012786365335113279
leaf_weight=22 94 34 848 24 40 38 748 33 73 46 52 169 20 72 57 77 26 20 23 24 63 20 29 71 20 29 212 35 22 80
leaf_count=22 94 34 848 24 40 38 748 33 73 46 52 169 20 72 57 77 26 20 23 24 63 20 29 71 20 29 212 35 22 80
internal_value=0 0.000765205 0.00140387 0.000931072 0.00120193 0.000503731 0.00144428 0.00123136 0.00104315 0.00150262 0.00138327 0.00137256 0.00097204 0.0010243 0.000409229 0.00132804 0.00122599 0.00147403 0.000747415 0.000783281 0.000889027 0.00111647 0.00140531 0.000488993 0.00116035 0.000566411 0.00148958 0.00141193 0.00137418 0.00135683
internal_weight=0 590 2531 361 422 229 2109 137 225 1163 197 946 185 165 191 175 103 72 224 201 107 44 777 134 93 100 1117 269 234 104
internal_count=3121 590 2531 361 422 229 2109 137 225 1163 197 946 185 165 191 175 103 72 224 201 107 44 777 134 93 100 1117 269 234 104
is_linear=0
shrinkage=0.00196078


Tree=3527
num_leaves=31
num_cat=0
split_feature=1 3 39 4 393 3 0 0 394 1452 48 4 160 11 2 1 49 151 39 128 42 15 15 0 13 48 160 0 0 1
split_gain=1.68817 0.285644 0.231618 0.225434 0.209771 0.208435 0.353357 0.180183 0.259351 0.236197 0.204171 0.295833 0.26551 0.202069 0.238198 0.325747 0.216649 0.291182 0.286303 0.187124 0.20201 0.301051 0.46905 0.170446 0.202196 0.17037 0.169875 0.159544 0.198671 0.15799
threshold=0.10920500000000001 0.31299000000000005 0.087735000000000021 0.27834500000000006 0.084355000000000013 0.11296500000000002 -0.065229999999999996 -0.079119999999999982 -0.08151499999999999 0.09921000000000002 0.092475000000000016 -0.42529999999999996 -0.080934999999999993 0.077290000000000011 0.089005000000000015 0.087325000000000014 -0.061079999999999988 -0.083919999999999981 0.082735000000000017 0.087685000000000013 0.087405000000000024 0.024640000000000006 -1.0000000180025095e-35 -0.22491999999999998 -0.11122999999999998 0.099240000000000009 -0.53908999999999996 -0.079829999999999998 -0.080309999999999979 0.10374500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 23 7 -7 9 -9 13 11 12 -10 14 27 26 17 -17 -18 20 21 22 -13 -2 -25 -12 -16 28 -1 -5
right_child=1 -3 -4 29 -6 6 -8 8 10 -11 25 19 -14 -15 15 16 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.014372032940858046 0.0025362557265907527 0.0024718003937762166 0.0050082283335512474 0.0015773782469165913 0.00018092158244967108 -0.002957031034332301 0.01561564235482365 0.00082765039056539543 0.027052687057717281 0.023170015584953407 -0.00063584440387785433 0.0096032931564776752 0.015094500610471837 0.019433891924563795 0.021224858405311471 0.002432283681506912 -0.0073126594181216892 0.018719056260812543 0.0094051721680443734 0.017353155386185141 0.012819647211187449 0.012784981798993575 -0.0047940104691819715 0.0049891575398605045 0.012707950623627978 0.010349538682203275 0.012378423576479371 0.021551435987154643 0.0053477696403861049 0.011371379994088784
leaf_weight=1009 24 114 157 28 21 21 20 20 22 27 20 72 119 60 23 21 21 23 20 56 325 98 33 41 197 48 386 30 25 40
leaf_count=1009 24 114 157 28 21 21 20 20 22 27 20 72 119 60 23 21 21 23 20 56 325 98 33 41 197 48 386 30 25 40
internal_value=0 0.00693279 0.0080886 0.0130196 0.0097975 0.0131741 0.00610281 0.0132921 0.0120742 0.013894 0.0123579 0.0128493 0.0169603 0.0137392 0.0135199 0.0117053 0.0060724 0.0109458 0.00084238 0.0118567 0.0112738 0.00879883 0.00507843 0.0105683 0.0113782 0.00711854 0.0128759 0.0143624 0.0141538 0.00733856
internal_weight=0 554 440 2567 283 2499 41 2458 813 1645 793 725 141 1618 1558 494 85 44 41 584 528 203 105 262 238 68 409 1064 1034 68
internal_count=3121 554 440 2567 283 2499 41 2458 813 1645 793 725 141 1618 1558 494 85 44 41 584 528 203 105 262 238 68 409 1064 1034 68
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=31
num_cat=0
split_feature=1 12 44 2 47 2 34 4 43 47 376 402 2 15 2 2 4 133 150 16 2 2 1 151 43 3 157 0 48 1447
split_gain=1.38167 0.379442 0.293365 0.225618 0.2575 0.324829 0.308145 0.307678 0.204312 0.18401 0.226742 0.190272 0.177036 0.172976 0.239938 0.218395 0.207147 0.150195 0.144844 0.140614 0.148802 0.196535 0.138283 0.211541 0.142915 0.141875 0.127951 0.145348 0.25313 0.335275
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 0.096300000000000011 1.0000000180025095e-35 -0.0011599999999999998 -0.064054999999999987 -0.083269999999999997 0.085505000000000012 0.080200000000000007 0.09388500000000001 -0.080614999999999978 -0.43375999999999998 0.13754500000000003 -1.0000000180025095e-35 0.51303500000000013 0.086990000000000012 0.089155000000000012 -0.011989999999999999 0.10136500000000002 0.089605000000000018 0.097115000000000021 -0.081674999999999984 -0.080554999999999974 0.090900000000000009 -0.48214999999999997 -0.075934999999999989 0.093265000000000015 -0.065079999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 17 19 -5 11 -11 13 -3 16 15 -15 -2 -1 -16 -7 21 -21 23 -9 -24 -25 -14 -28 29 -29
right_child=9 12 -4 8 -6 7 -8 22 -10 10 -12 -13 26 14 18 -17 -18 -19 -20 20 -22 -23 24 25 -26 -27 27 28 -30 -31
leaf_value=0.012699937249314697 0.0155937724125882 0.019731767334742474 0.018840997687851389 -0.0029145533432407928 0.021080334372818473 0.022544841688464989 -0.0038928150041629712 0.017753977868063698 0.0070562697079201986 0.010694445266237702 -0.0009093469008803368 -0.0056838967349557654 0.018082694642704584 -0.00092755707705186475 -0.0060803821368608625 0.010547477132532486 0.0048080129586025207 0.0020959080927158624 0.0032973135921305846 0.016479910490618619 0.01991446638852358 0.0045224043799357285 0.010152827061357953 0.010242630791275159 -0.00084655636455863723 0.0011570067185422649 0.012377814938732608 0.023157052773008634 0.0028192386787850411 0.010527082760565576
leaf_weight=34 24 30 30 24 20 22 31 29 143 85 21 21 34 27 40 43 69 22 28 28 25 27 21 68 27 23 1592 22 40 471
leaf_count=34 24 30 30 24 20 22 31 29 143 85 21 21 34 27 40 43 69 22 28 28 25 27 21 68 27 23 1592 22 40 471
internal_value=0 0.0115026 0.00921408 0.00868319 0.0100386 0.00942002 0.0041061 0.0111323 0.00562334 0.00489994 0.00839558 0.00342956 0.0121027 0.00425805 0.00201164 0.00612139 0.00759143 0.00853407 -0.00221898 0.0154646 0.0135176 0.0106099 0.00850195 0.0103165 0.00396567 0.00794626 0.0119967 0.0118993 0.0104699 0.0110907
internal_weight=0 2763 574 544 377 357 87 270 167 358 106 252 2189 231 138 70 93 56 68 102 80 55 168 120 48 91 2159 2125 533 493
internal_count=3121 2763 574 544 377 357 87 270 167 358 106 252 2189 231 138 70 93 56 68 102 80 55 168 120 48 91 2159 2125 533 493
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=31
num_cat=0
split_feature=4 2 149 1 457 11 49 0 3 13 48 124 12 47 3 49 1444 15 12 16 14 51 4 16 4 160 4 158 51 4
split_gain=1.12712 0.397689 0.226545 0.214519 0.301829 0.17827 0.176052 0.23019 0.247287 0.270511 0.219221 0.214632 0.159856 0.196546 0.158822 0.153833 0.147961 0.1391 0.189297 0.159659 0.127417 0.184808 0.180696 0.121003 0.139681 0.16723 0.168254 0.148433 0.150965 0.172071
threshold=0.27287000000000006 0.14285500000000004 0.07770500000000001 0.089625000000000024 0.079590000000000008 0.090070000000000025 -0.046979999999999987 -0.10474999999999998 -0.0025099999999999996 -0.11122999999999998 0.12118000000000002 -1.0000000180025095e-35 0.10463500000000002 0.07813500000000001 -0.017889999999999996 -0.054984999999999992 -1.0000000180025095e-35 -0.44764999999999994 -0.040564999999999997 -0.53943499999999989 -0.41076499999999994 -0.069944999999999993 0.51388000000000011 -0.072804999999999981 0.033845000000000007 -0.061284999999999992 0.056795000000000005 0.07968500000000002 -1.0000000180025095e-35 -0.082769999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 23 5 16 -2 10 20 -10 17 -11 13 -3 -6 -16 -5 18 -8 -19 21 -9 -22 -1 27 -26 -27 -25 -29 -30
right_child=2 12 -4 4 14 -7 7 8 9 11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.011974100980081838 -0.0028000841251157814 -0.00577415686307682 0.012970457784831524 0.017499985452741385 -0.0029790585450828076 0.015706031956016182 0.00024553886661306024 0.001797383575467393 0.0061755670230592263 -0.00069667627268989402 -0.00086255800788817203 -0.01501018128823489 0.0084626374812796709 0.0069590345787053755 0.0098831164269623448 5.9906929731369019e-05 0.00915179086686649 0.0075157671468332413 0.013298007347621025 0.019090713524761108 -0.0026091437134891753 0.014583453025597222 0.00852216399461031 0.010289546612467178 -0.0011544813224602314 0.0038300023760016568 0.013454376422585205 0.020558476847197332 0.017154215348677504 0.0078319483055648478
leaf_weight=905 38 27 28 22 25 49 25 20 22 22 23 20 40 22 44 25 607 22 20 26 35 26 25 801 21 34 39 28 36 44
leaf_count=905 38 27 28 22 25 49 25 20 22 22 23 20 40 22 44 25 607 22 20 26 35 26 25 801 21 34 39 28 36 44
internal_value=0 0.0103482 0.00434068 0.0105666 0.00916012 0.00989636 0.00359489 0.00444458 0.00210108 -0.00280731 0.00787901 -0.00751263 0.00377193 -5.72138e-05 0.00384977 0.00632398 0.00944378 0.0100409 0.00604664 0.0137855 0.00506464 0.00902429 0.0020289 0.0111357 0.0103793 0.00670954 0.00897179 0.0107588 0.0142388 0.012027
internal_weight=0 2769 352 2680 772 678 324 286 170 64 116 42 89 49 94 69 629 93 45 48 106 46 60 1908 1003 94 73 909 108 80
internal_count=3121 2769 352 2680 772 678 324 286 170 64 116 42 89 49 94 69 629 93 45 48 106 46 60 1908 1003 94 73 909 108 80
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=31
num_cat=0
split_feature=1 97 44 3 15 15 16 2 0 14 16 447 151 13 16 1 15 12 0 4 13 2 402 402 402 3 4 1213 42 42
split_gain=0.927747 0.236948 0.257975 0.229623 0.284935 0.283736 0.202988 0.212436 0.175498 0.22131 0.208425 0.161544 0.165633 0.153629 0.17378 0.160108 0.360022 0.149292 0.266827 0.17895 0.16079 0.13525 0.133582 0.191353 0.181564 0.40625 0.166034 0.142049 0.223738 0.407334
threshold=0.11551000000000002 -0.0047149999999999996 0.081805000000000017 0.11296500000000002 -0.24436499999999997 -0.0058549999999999991 0.058835000000000005 0.13622000000000004 0.034820000000000011 -0.073114999999999986 -0.073849999999999985 0.089095000000000021 -0.08323499999999999 -0.17933499999999997 -0.14771999999999999 0.082005000000000008 -0.036009999999999993 -0.086254999999999984 -0.071924999999999989 0.033845000000000007 0.26746000000000009 0.11362000000000001 0.090595000000000023 0.10052500000000002 0.042685000000000008 -0.094874999999999987 -0.55119499999999988 0.12439000000000001 0.086665000000000006 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 21 8 -8 9 10 -2 13 -13 -6 15 -15 -17 18 -16 20 22 -5 24 -24 26 -26 -19 28 -25 -30
right_child=6 2 -4 5 11 -7 7 -9 -10 -11 -12 12 -14 14 17 16 -18 19 -20 -21 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=0.0014379017784990171 0.015402007229360089 0.00061117545036332946 0.01871658938044372 0.014039057330228389 0.0010743898095097394 -0.0019848541243192861 0.010319407637342176 0.00031889028780694522 -0.0052160854955824714 0.00226614699883742 0.0034056577971205114 0.0094079002414060673 -0.0030351954846264562 0.010748382412498782 0.0085095344212981813 0.011460175058814361 0.026728817642382954 0.018882145099341871 -0.0045669713988900186 0.0065457495739214919 0.016390761384256901 0.0042101555337597223 0.019083407100822247 0.013468570505230069 -0.0062395529538069082 0.010365141979908492 0.0097153806227936179 0.018586356556486518 -0.004225441507207087 0.012018323708233719
leaf_weight=37 28 35 30 28 20 39 88 28 24 224 30 23 20 161 71 47 23 20 20 159 39 28 35 75 23 41 1640 21 26 38
leaf_count=37 28 35 30 28 20 39 88 28 24 224 30 23 20 161 71 47 23 20 20 159 39 28 35 75 23 41 1640 21 26 38
internal_value=0 0.00938536 0.00949583 0.00939073 0.00957147 0.00456388 0.00434335 0.00790549 0.002993 0.00369164 0.009197 0.00969682 0.00362041 0.00980307 0.00987465 0.0124843 0.016477 0.00960163 0.00563558 0.00977211 0.0100341 0.00912461 0.00990492 0.0123857 0.00962432 0.00439783 0.00982582 0.0109206 0.00976243 0.00541929
internal_weight=0 2699 2662 2632 2537 95 422 116 306 282 58 2502 43 2459 2439 231 70 2208 91 2117 1958 56 1919 195 1724 64 1660 160 139 64
internal_count=3121 2699 2662 2632 2537 95 422 116 306 282 58 2502 43 2459 2439 231 70 2208 91 2117 1958 56 1919 195 1724 64 1660 160 139 64
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 2 150 2 43 52 4 4 14 2 0 39 49 16 3 3 43 3 2 4 1 0 51
split_gain=53.2674 6.58267 6.15338 3.25661 2.88525 2.61612 1.94476 1.88795 1.67449 1.56844 1.34941 1.27022 1.10271 1.01433 0.969416 0.968061 0.875902 0.765747 0.733247 0.704457 0.662361 0.610886 0.610795 0.580532 0.490522 0.474314 0.548246 0.629184 0.516299 0.451829
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 0.095330000000000012 -0.025214999999999998 0.11362000000000001 0.09487000000000001 0.11177500000000001 -0.066504999999999995 0.048770000000000008 0.022185000000000003 -0.019614999999999997 0.076175000000000007 0.087470000000000006 0.14486500000000005 0.096625000000000016 -0.012034999999999999 -0.008904999999999998 0.10299500000000002 0.095270000000000007 -0.083269999999999997 -0.12711499999999995 0.088850000000000012 -0.50262499999999988 0.081315000000000012 -0.050684999999999994 -0.09193999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 8 7 15 18 9 11 -9 16 -7 17 -12 25 -1 24 -3 -2 -16 29 23 -6 -8 -4 -27 28 -28 -13
right_child=1 5 6 -5 22 12 13 10 -10 -11 14 21 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00061381124212197007 0.00074915840345270493 0.00046930808253375271 0.0013140152709378882 0.00055259907984376644 0.00072701912257291869 -3.3312644005349749e-05 0.001409550542340559 0.00098294596786644979 0.00065780693027771091 0.0006561362579102732 0.00095070150772146142 0.0014635500637060134 0.00041286099354082326 0.0010015782405244388 0.00057882003456274456 0.0015760022577272887 0.001095485428878925 0.00086732284330269874 0.00019871014379917962 0.0011551876079992972 0.00020932178324696693 0.00096878066717409617 0.00088949567938477264 0.00031237531519459302 0.0012017421002210491 0.0015114511409875875 0.0012584352564549456 0.00095419185945927942 0.00093580306014593904 0.0012383224757130397
leaf_weight=21 20 99 1037 74 34 57 50 39 31 24 20 46 34 118 66 47 47 24 63 92 26 25 39 21 345 27 410 31 20 134
leaf_count=21 20 99 1037 74 34 57 50 39 31 24 20 46 34 118 66 47 47 24 63 92 26 25 39 21 345 27 410 31 20 134
internal_value=0 0.000566551 0.00122079 0.000871789 0.00100465 0.00042602 0.00126404 0.000511098 0.00109145 0.00113671 0.000668831 0.00117896 0.00013339 0.00116216 0.000559451 0.00129884 0.000946733 0.00120738 0.000364076 0.00108268 0.000474397 0.00125599 0.000701796 0.000568701 0.00122805 0.00129029 0.00123988 0.00122398 0.00124343 0.00129588
internal_weight=0 590 2531 186 422 404 2109 313 328 297 151 273 91 537 112 1572 68 419 162 112 92 205 94 55 395 1525 488 461 430 180
internal_count=3121 590 2531 186 422 404 2109 313 328 297 151 273 91 537 112 1572 68 419 162 112 92 205 94 55 395 1525 488 461 430 180
is_linear=0
shrinkage=0.00196078


Tree=3532
num_leaves=31
num_cat=0
split_feature=1 3 124 4 1 2 42 14 2 0 1 47 2 4 49 16 15 4 0 159 3 12 3 2 15 51 12 150 52 43
split_gain=45.2742 7.34868 3.6487 3.30525 2.88135 2.44236 1.72018 1.50758 1.37656 1.09211 1.6807 1.01015 0.965023 0.855088 0.809321 0.798699 0.786851 0.71537 0.855152 0.600751 0.585766 1.24055 0.522646 0.50367 0.500225 0.636755 0.486776 0.726159 0.478609 0.456539
threshold=0.104035 -0.059315 -0.076779999999999987 0.27834500000000006 0.11669000000000002 0.10045500000000002 -0.0060199999999999993 0.062655000000000016 0.17025000000000004 -0.10607499999999999 0.085345000000000018 0.090100000000000013 0.14285500000000004 0.0082450000000000006 -0.054984999999999992 -0.061854999999999993 -0.03241999999999999 -0.55119499999999988 -0.079119999999999982 0.082585000000000006 0.11658 -1.0000000180025095e-35 -0.12711499999999995 0.11411 -0.095869999999999983 0.086685000000000012 0.099815000000000015 1.0000000180025095e-35 0.12418000000000001 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 19 7 -1 9 11 10 16 28 26 17 -2 -13 -4 -11 -19 20 21 -3 -20 -5 -12 -26 27 -7 -6 -8
right_child=1 4 5 23 8 12 29 -9 -10 13 24 15 -14 -15 -16 -17 -18 18 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001287783447141741 0.00088676374064746246 0.00078227499441751644 0.0015356988092882272 0.00093280709302082305 0.00043307588041474198 0.0013263747163288879 0.00089013380531198462 0.0016402943447396598 0.00020453329124659448 0.0017337408974347516 0.0011952556616588498 0.00058615154124582879 0.00091825318211374005 0.0012026106421871691 0.0012793827052513574 0.0010248631119901231 0.0011434560504687183 0.0014125465872643112 0.0010786648439008648 0.00059476689007417316 0.0006920333963602686 0.0012521794402651277 0.0013294075504747256 0.00061923699046315366 0.00057976255065524107 0.0010745470382857556 0.0011482359243510738 0.00094519447636147956 0.0007137323949480799 0.00053999867363303312
leaf_weight=40 24 54 51 31 141 226 41 80 51 23 22 39 39 99 127 27 32 1154 35 36 43 36 368 54 20 20 137 21 28 22
leaf_count=40 24 54 51 31 141 226 41 80 51 23 22 39 39 99 127 27 32 1154 35 36 43 36 368 54 20 20 137 21 28 22
internal_value=0 0.000762114 0.00133091 0.00104288 0.000616486 0.0013469 0.000969775 0.00137684 0.000496541 0.00136529 0.00120202 0.000559912 0.00121213 0.00137939 0.00121698 0.000765624 0.00138447 0.00139046 0.00138539 0.00081947 0.000880291 0.000970237 0.00130763 0.000733598 0.000957771 0.000827155 0.00124197 0.00129397 0.000479575 0.000767864
internal_weight=0 691 2430 236 455 2327 103 1904 286 1824 145 235 423 1679 151 66 83 1580 1557 169 133 90 403 85 62 40 384 247 169 63
internal_count=3121 691 2430 236 455 2327 103 1904 286 1824 145 235 423 1679 151 66 83 1580 1557 169 133 90 403 85 62 40 384 247 169 63
is_linear=0
shrinkage=0.00196078


Tree=3533
num_leaves=31
num_cat=0
split_feature=1 4 2 96 15 3 51 10 133 41 44 3 4 4 13 42 11 3 403 133 130 3 0 160 43 481 480 481 1213 15
split_gain=1.14023 0.428282 0.250282 0.356052 0.220162 0.211689 0.202182 0.199896 0.243404 0.173887 0.166909 0.16224 0.225953 0.281265 0.160122 0.189781 0.231204 0.312308 0.166811 0.28169 0.399695 0.255913 0.15938 0.154308 0.223341 0.195478 0.278277 0.231815 0.186398 0.32012
threshold=0.098420000000000021 -0.036839999999999991 0.092235000000000025 0.087655000000000025 -0.016799999999999995 0.149315 0.10532000000000001 0.058500000000000003 0.085635000000000003 0.082735000000000017 1.0000000180025095e-35 0.090900000000000009 -0.062539999999999984 0.0045450000000000013 0.038215000000000006 0.086665000000000006 0.076920000000000002 -0.10831999999999999 0.093545000000000003 -0.0042999999999999991 0.090945000000000012 -0.089819999999999983 -0.043914999999999989 -0.54200499999999985 -0.074974999999999986 -0.086219999999999977 0.087170000000000011 -0.073474999999999985 0.027540000000000002 0.086355000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 7 6 -2 9 8 -3 22 11 14 -13 -14 15 16 17 -1 19 20 -16 -20 -4 24 -17 26 -25 -27 -29 -30
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 18 23 -18 -19 21 -21 -22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=0.0011879467198418247 0.011693635120342194 0.011990794177215625 0.003853507630124672 -0.0038099412545561789 -0.0033311256174264215 0.001275882273065773 0.011117390936049514 0.0034091803969608413 0.002123594943744441 0.012223214336803982 0.019825605785008523 0.011232367440072053 -0.0073488937938236635 0.0084248752691424827 -0.0096872687517177494 0.022390904068015516 0.020706735090352597 0.012087298682454423 0.020033824349480586 0.0090752111074702876 0.010065673515200615 0.0062276150751858954 -0.0026586522441357377 -0.0051087698633117337 0.0093497128193748402 0.017186375425825285 0.01098477870850316 0.0090313478542684428 0.024124657297911852 0.010112268469986573
leaf_weight=27 172 150 228 25 42 22 39 54 30 21 20 51 20 26 21 24 30 999 29 193 20 25 45 21 29 43 22 614 23 56
leaf_count=27 172 150 228 25 42 22 39 54 30 21 20 51 20 26 21 24 30 999 29 193 20 25 45 21 29 43 22 614 23 56
internal_value=0 0.00640081 0.00514273 0.00753349 0.00349152 0.0105122 0.00435203 0.0087454 0.0103463 0.00345458 0.0107302 0.0106502 0.00664866 0.00156671 0.0108285 0.0111636 0.0120535 0.0118005 0.00863218 0.00747605 -5.16872e-05 0.0136421 0.00278007 0.010034 0.0152552 0.00967881 0.00312514 0.0100617 0.00961963 0.0141918
internal_weight=0 828 634 259 375 194 333 234 180 294 2293 2273 97 46 2176 1888 1056 1026 288 234 41 54 273 832 53 779 43 736 693 79
internal_count=3121 828 634 259 375 194 333 234 180 294 2293 2273 97 46 2176 1888 1056 1026 288 234 41 54 273 832 53 779 43 736 693 79
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 43 4 16 2 3 15 3 12 15 34 124 130 2 13 12 0 133 1213 43 2 41 43 1454 133 15 1444
split_gain=0.95022 0.25508 0.22463 0.206939 0.183501 0.257226 0.201491 0.162341 0.161963 0.165526 0.160401 0.236398 0.156081 0.129278 0.153693 0.168055 0.132436 0.123051 0.111917 0.220879 0.18331 0.283616 0.337054 0.251045 0.170619 0.195697 0.149347 0.175489 0.14641 0.146075
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 -0.078654999999999989 1.0000000180025095e-35 -0.48836499999999994 -0.080614999999999978 0.10893000000000001 -1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 1.0000000180025095e-35 -0.038779999999999995 0.05852000000000001 -0.0060099999999999989 0.14122000000000004 0.038215000000000006 0.08598500000000002 -0.14920999999999998 0.11269500000000002 0.039620000000000009 -0.0017249999999999998 0.085235000000000019 0.077565000000000009 -0.14792499999999997 0.083800000000000013 0.088525000000000006 0.13592500000000005 -0.050539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -3 12 -10 13 -12 17 -2 15 -15 -17 -6 19 -9 21 22 26 -24 28 -26 27 -21 29 -20
right_child=10 7 -4 4 8 6 -8 18 9 -11 11 -13 -14 14 -16 16 -18 -19 24 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0014791591092944145 -0.00079387138513001537 0.017045228562007349 -0.001703263704593365 0.0080110423974294291 0.010355531668595952 0.0069156752922572206 -0.0062261008391422887 0.019417605627777765 0.0088512683587689562 -4.5114076328900413e-06 0.0069883840685874667 -0.0033582271415359593 0.016417986633605327 -0.0002772540175195398 -0.0022260564379394054 0.0095292260661461528 0.0030701433652124948 0.002159807225689292 0.015247862218794497 0.012548491749468644 0.0012935845890925043 0.019002626298998411 0.0081011669221902043 -0.0049518259242177015 -0.0042000983166508377 0.0089572895389909927 0.0031292345463520008 0.0044009299290462814 0.0035140417873995699 0.0094035401421271037
leaf_weight=23 33 30 26 111 218 20 28 29 62 32 34 63 40 29 21 130 42 20 44 299 21 39 41 23 20 26 21 29 41 1526
leaf_count=23 33 30 26 111 218 20 28 29 62 32 34 63 40 29 21 130 42 20 44 299 21 39 41 23 20 26 21 29 41 1526
internal_value=0 0.00924556 0.00738096 0.0078073 0.00820954 0.00536609 -0.000750361 0.00973961 0.00942488 0.00583653 0.00372954 0.00026842 0.0106382 0.00504612 0.00591422 0.0067647 0.00795201 0.00966682 0.00963809 0.0109462 0.0104268 0.0108511 0.0100813 0.00341025 0.00924181 0.00323669 0.0113047 0.0118281 0.00941327 0.00956733
internal_weight=0 2769 580 554 531 159 48 2189 372 94 352 97 278 255 222 201 172 238 2159 502 473 452 413 64 1657 46 349 328 1611 1570
internal_count=3121 2769 580 554 531 159 48 2189 372 94 352 97 278 255 222 201 172 238 2159 502 473 452 413 64 1657 46 349 328 1611 1570
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 0 15 2 47 12 11 11 4 0 11 3 4 52 39 3 4 3 2 16 15 1 1
split_gain=49.6403 6.29834 5.51879 2.84401 2.76476 2.4427 2.06421 1.75806 1.52209 1.36634 1.34199 1.30846 1.05157 0.961018 1.06296 0.887884 0.756611 0.738579 0.740728 0.697448 0.695614 0.676991 0.610341 0.901399 1.14386 0.603492 0.592187 0.563639 0.538756 0.516269
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.23194499999999998 0.024640000000000006 0.11177500000000001 0.081320000000000017 0.11734000000000001 1.0000000180025095e-35 0.080150000000000013 0.053180000000000012 -0.13027499999999997 0.080455000000000013 -0.12018999999999998 -0.019614999999999997 0.048770000000000008 0.096625000000000016 -0.11171999999999999 -0.046564999999999988 0.013900000000000001 0.10444500000000002 -0.008904999999999998 1.0000000180025095e-35 0.122715 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 8 7 13 21 -1 11 -9 29 15 16 -15 17 -4 18 -8 -12 -7 -3 -10 -24 -25 -14 -21 -16 -2 -6
right_child=1 5 6 -5 9 20 12 10 22 -11 19 -13 25 14 27 -17 -18 -19 -20 26 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018330425927133272 0.0013264851086237683 0.00065443331814172016 0.0010898234439191141 0.00075073314798086732 0.001001664334721412 0.00019781565915832908 0.0010256679268776309 0.0011606542060180727 0.0009881500322260566 0.0015050605095985555 0.0010701847646166296 0.001292909124874145 0.001369238419860017 0.0019242014512854022 0.0013086539176195115 0.0012128535397700133 0.0014653891587760126 0.0016070322409953946 0.0013923705145925365 0.0007649176584726031 0.00055218645776466241 0.0003944227428577256 0.0015285784644739969 0.0013459946060714934 0.00086436198425913287 0.0010256588684557063 0.00041554047431808025 0.0017304539221341536 0.0010160313650935465 0.00078002303882161955
leaf_weight=22 83 99 21 74 89 57 22 39 23 21 20 41 30 37 29 115 1150 60 567 66 34 63 56 70 26 57 26 21 29 74
leaf_count=22 83 99 21 74 89 57 22 39 23 21 20 41 30 37 29 115 1150 60 567 66 34 63 56 70 26 57 26 21 29 74
internal_value=0 0.000750445 0.00138202 0.00104902 0.00117733 0.000612983 0.00142297 0.000695193 0.00134694 0.00102882 0.000847403 0.0009798 0.00134839 0.00147343 0.00167225 0.00137165 0.00145865 0.00139979 0.00137867 0.000738324 0.000330218 0.000553318 0.00128583 0.00133088 0.00121555 0.00114413 0.000666181 0.00148581 0.0012461 0.000901042
internal_weight=0 590 2531 186 422 404 2109 313 197 225 151 204 851 1258 87 764 1171 649 589 112 91 162 175 152 96 87 92 50 112 163
internal_count=3121 590 2531 186 422 404 2109 313 197 225 151 204 851 1258 87 764 1171 649 589 112 91 162 175 152 96 87 92 50 112 163
is_linear=0
shrinkage=0.00196078


Tree=3536
num_leaves=31
num_cat=0
split_feature=1 4 1 96 2 15 1 0 15 1 4 12 48 44 10 3 4 39 12 11 52 11 12 43 131 16 51 1212 1212 1213
split_gain=0.963449 0.379416 0.215278 0.161994 0.239178 0.199593 0.191891 0.177483 0.266396 0.344041 0.183933 0.15024 0.270028 0.14371 0.150338 0.140095 0.201583 0.140422 0.13532 0.145616 0.224728 0.194779 0.322033 0.15755 0.150086 0.161433 0.198706 0.144749 0.320176 0.146523
threshold=0.098420000000000021 -0.0086549999999999978 0.13743000000000002 0.087655000000000025 0.092235000000000025 -0.015744999999999999 0.103565 -0.10474999999999998 -0.41942499999999994 0.13968000000000003 0.51388000000000011 -0.010834999999999999 0.083685000000000009 1.0000000180025095e-35 -0.012544999999999999 0.092670000000000016 -0.059649999999999988 0.10076500000000001 0.11734000000000001 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 0.089300000000000004 0.0016850000000000001 0.023795 -0.083134999999999987 0.081440000000000026 -0.030914999999999995 -0.088009999999999991 0.12389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 11 4 -3 6 -6 -8 10 -10 -9 12 -2 14 -1 17 -17 18 19 23 21 -21 -23 27 25 26 -25 28 -16 -29
right_child=1 3 -4 -5 5 -7 7 8 9 -11 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0015004045160656627 -0.0029302330241383363 0.0074498671532002474 0.0005448072763352558 -0.0036182750295847654 -0.0052301255800888289 -0.004945226737844019 0.0069200820083775835 0.0093986641455861292 0.0026788449260805335 -0.01351147158337491 -0.0011792679503560067 0.01109075688839895 0.010060827595589218 0.01824077415280044 0.0111203794246937 0.010211585558742325 0.00053251878453943976 0.0032834458345126724 0.0057384988438986644 0.023851915971877483 0.0065140327527027199 0.0047064239176941797 0.021629584445194763 0.011161583114843755 0.016615555612370374 0.0055426207552331372 0.0018700525888966188 0.010018445750577681 0.024471515287523685 0.015579614735075407
leaf_weight=22 24 189 29 25 22 29 142 48 35 21 25 191 48 20 82 48 39 31 70 26 29 23 22 156 20 175 27 1431 23 49
leaf_count=22 24 189 29 25 22 29 142 48 35 21 25 191 48 20 82 48 39 31 70 26 29 23 22 156 20 175 27 1431 23 49
internal_value=0 0.00582143 0.00872167 0.00424145 0.00462598 0.00296848 0.00375175 0.0044809 0.00179591 -0.00339252 0.00577608 0.0096233 0.00573047 0.00980108 0.00972682 0.00980722 0.00587269 0.0099654 0.0100625 0.0102092 0.0139316 0.0169612 0.01298 0.0100196 0.0081851 0.00771413 0.0097907 0.0104571 0.0140449 0.0102026
internal_weight=0 828 292 536 511 322 293 271 129 56 73 263 72 2293 2273 2251 87 2164 2133 2063 100 71 45 1963 378 358 183 1585 105 1480
internal_count=3121 828 292 536 511 322 293 271 129 56 73 263 72 2293 2273 2251 87 2164 2133 2063 100 71 45 1963 378 358 183 1585 105 1480
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 2 11 1 2 15 16 159 150 15 1 2 1 160 0 11 11 2 3 0 0 1 3
split_gain=52.6474 8.72176 4.27246 4.10503 2.95291 2.85819 1.82612 1.64912 1.50643 1.38096 1.33715 0.943991 0.802373 0.756094 0.744624 0.756045 0.678127 0.661416 0.718987 0.658137 0.62611 0.588054 0.582899 0.618537 0.552981 0.524099 0.520833 0.517137 0.459186 0.448633
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.27834500000000006 0.085505000000000012 0.092120000000000021 1.0000000180025095e-35 0.092845000000000025 0.14838000000000004 -0.40580499999999992 -0.061854999999999993 0.082585000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.086920000000000011 0.087675000000000017 0.122715 -0.077459999999999987 -0.026509999999999995 1.0000000180025095e-35 0.08776500000000001 0.10045500000000002 -0.11171999999999999 -0.13843999999999998 -0.23194499999999998 0.11910500000000002 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 14 6 8 11 9 17 -4 16 -13 -9 15 26 20 27 -19 -2 -6 -7 25 24 -24 -10 -3 -1 -5 -22
right_child=1 4 10 28 7 21 -8 13 22 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019133490616200016 0.0014712530173892973 0.0010210874140156357 0.0014052548560757577 0.00099597146332848301 0.00079499489811464996 0.0013006065485736691 0.00098594410657059273 0.00072290701418303458 0.0012508898100323509 0.0018610753621712689 0.00092820180246280283 0.00058121669880350786 0.0001657896053819515 0.0011332941463305837 0.0007099426287092783 0.00085979325703411998 0.00094050234802962873 0.0015298597425541002 0.0011930200674460125 0.001142630269190522 0.00073279795985595848 0.00086503336163937239 0.0020265832251193478 0.0014406018748915955 0.0015710163992993973 0.0014750350163807101 0.0013595536179926203 0.0015950707914484858 0.00070529352591255077 0.00039439206626787137
leaf_weight=20 122 44 37 48 34 22 22 45 43 68 58 33 39 28 38 61 23 387 26 29 20 26 21 32 20 596 29 1052 37 61
leaf_count=20 122 44 37 48 34 22 22 45 43 68 58 33 39 28 38 61 23 387 26 29 20 26 21 32 20 596 29 1052 37 61
internal_value=0 0.000908243 0.00152161 0.00121412 0.000749592 0.0015382 0.00154814 0.000626446 0.0015536 0.00158784 0.001114 0.000538196 0.000356194 0.000880316 0.00095221 0.00102091 0.000633154 0.00157532 0.00150865 0.00140814 0.000571684 0.00106467 0.00147891 0.0016449 0.00180436 0.00145995 0.00115555 0.00160101 0.000869441 0.000477949
internal_weight=0 691 2430 236 455 2335 2287 283 2265 1553 95 210 72 73 172 134 138 1485 413 151 115 48 712 73 41 639 73 1072 85 81
internal_count=3121 691 2430 236 455 2335 2287 283 2265 1553 95 210 72 73 172 134 138 1485 413 151 115 48 712 73 41 639 73 1072 85 81
is_linear=0
shrinkage=0.00196078


Tree=3538
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 2 1 14 2 4 49 0 15 0 50 133 4 4 1 0 13 3 15 3 3 16 131
split_gain=32.7191 5.62365 3.01309 2.72273 2.07817 1.71424 1.15962 1.07491 0.988795 0.886573 0.828497 0.776297 0.691552 0.598269 0.585628 1.34512 0.768571 0.564014 0.456106 0.449232 0.44311 0.768092 0.478123 0.421676 0.410322 0.38581 0.358557 0.358355 0.390083 0.352685
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.089410000000000003 0.092120000000000021 0.40473500000000007 0.14122000000000004 -1.0000000180025095e-35 0.092845000000000025 0.062655000000000016 0.10467500000000002 -0.15464999999999998 -0.054984999999999992 -0.10607499999999999 -0.098289999999999975 -0.14226499999999997 0.041865000000000006 -1.0000000180025095e-35 0.0049200000000000008 -0.013125 0.093100000000000002 0.18019500000000002 -0.083364999999999981 -0.14847999999999997 -0.081924999999999984 -0.10831999999999999 -0.014944999999999998 -0.49446999999999991 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 8 10 13 20 27 -5 14 -10 -13 -6 15 -1 -17 25 -14 -16 22 23 24 -22 -7 -4 -26 -3 -29 -2
right_child=1 2 17 9 6 7 -8 -9 11 -11 -12 12 18 -15 19 16 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0013007268387982857 0.0012290096272845074 0.00056192614905097905 0.00030550254038866641 0.0010303833172965061 0.00068568665461212982 0.0012797726142696757 0.00059393765053084306 0.0007474472356977102 0.00093897506751182695 0.00064193429683534736 0.0013913842870050936 0.00094063557465286815 0.00032118693042814338 0.0010714758507640993 0.0011795276890979613 0.0010016481503313027 0.00055934600944917425 0.00054360088654885103 0.00059478261524787042 0.0010272808677174075 0.0011775064705971962 0.00072207766305046534 0.00082289303780770759 0.0010092220380600034 0.00085770665371423559 2.033250468016109e-05 0.0011229717789561541 0.00052967093712293317 0.00020989741397620663 0.00094165197433599454
leaf_weight=41 52 35 76 37 20 62 44 41 28 58 62 20 27 68 1312 44 23 30 177 79 76 30 20 232 21 24 292 22 44 24
leaf_count=41 52 35 76 37 20 62 44 41 28 58 62 20 27 68 1312 44 23 30 177 79 76 30 20 232 21 24 292 22 44 24
internal_value=0 0.000635077 0.000572894 0.00111862 0.00064395 0.00113186 0.000853844 0.00105641 0.000565462 0.000793225 0.00116927 0.000631161 0.000592684 0.000983796 0.00116008 0.00102099 0.000849813 0.000307802 0.000558571 0.00117088 0.00107369 0.00102157 0.00111829 0.00105075 0.00113404 0.000237062 0.00110517 0.000401541 0.000316489 0.00113827
internal_weight=0 691 615 2430 485 2335 132 774 353 95 1561 252 224 88 1499 108 67 130 204 1391 733 338 395 308 375 100 313 101 66 76
internal_count=3121 691 615 2430 485 2335 132 774 353 95 1561 252 224 88 1499 108 67 130 204 1391 733 338 395 308 375 100 313 101 66 76
is_linear=0
shrinkage=0.00196078


Tree=3539
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 150 0 4 1 1 50 40 2 1 11 52 2 49 1 481 1 3 2
split_gain=139.029 20.7389 11.7665 11.1151 6.79497 6.72418 4.66648 4.02594 3.63395 3.45838 3.37748 2.05247 1.87386 1.71804 1.71285 1.69186 1.13502 1.07523 1.06119 1.0307 0.88208 0.800062 0.774001 0.721757 0.679803 0.642386 0.599391 0.589514 0.485482 0.479225
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14285500000000004 0.09253500000000002 0.089770000000000016 1.0000000180025095e-35 -0.10607499999999999 -0.15289999999999995 0.12337000000000002 0.13075500000000004 0.041865000000000006 -0.077714999999999992 0.089005000000000015 0.13288500000000003 1.0000000180025095e-35 -0.52606999999999993 -1.0000000180025095e-35 -0.054319999999999993 0.12958500000000003 -0.0066299999999999996 0.16175000000000003 -0.082974999999999979 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 18 11 25 12 -4 19 21 -13 -10 22 29 27 -3 -1 -16 -7 -2 -15 -12 -8 -21 -6 -24 -5
right_child=1 4 10 16 17 9 8 -9 14 -11 24 13 -14 23 20 -17 -18 -19 -20 26 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059925014043555542 0.0059724680063251833 0.0046004190570964635 0.0056921856076109639 0.0051541042149790411 0.0041742860174107154 0.0057328743146428931 0.0055088779368065079 0.0063853038046259138 0.0053080911262362611 0.0051213959343413005 0.0051195517509945504 0.0053900220322781172 0.0052409393780705645 0.0055166971356261016 0.0047568923908187294 0.0052262128741306594 0.0044107645944832198 0.0045393730001032449 0.0041877540466832182 0.0060683835799397986 0.0043349528695172806 0.0060003411440717642 0.0054096500078837078 0.0058659318860238866 0.0047117266312144161 0.0050660139672896436 0.005859909692825958 0.0037893266851703323 0.0057549691572338166 0.004786709303110313
leaf_weight=976 45 46 34 21 65 351 34 76 20 39 33 38 28 25 142 27 24 26 50 60 22 49 23 253 30 20 456 20 49 39
leaf_count=976 45 46 34 21 65 351 34 76 20 39 33 38 28 25 142 27 24 26 50 60 22 49 23 253 30 20 456 20 49 39
internal_value=0 0.00485711 0.00586339 0.00533798 0.00461074 0.005891 0.00475042 0.00594321 0.00489761 0.00568038 0.00519414 0.00592463 0.00573131 0.00578107 0.00476636 0.00566864 0.00477115 0.00419044 0.00438549 0.00595503 0.00470029 0.00576564 0.00577074 0.00583453 0.00492535 0.00534485 0.00588415 0.00408371 0.00564466 0.0049153
internal_weight=0 673 2448 228 445 2351 334 1884 238 467 97 1808 428 316 184 144 84 111 96 1492 164 400 117 278 63 54 516 85 72 60
internal_count=3121 673 2448 228 445 2351 334 1884 238 467 97 1808 428 316 184 144 84 111 96 1492 164 400 117 278 63 54 516 85 72 60
is_linear=0
shrinkage=0.00196078


Tree=3540
num_leaves=31
num_cat=0
split_feature=1 4 2 9 4 15 484 0 0 10 2 40 158 159 156 156 3 51 51 474 12 51 160 47 2 2 1212 3 1446 402
split_gain=1.59149 0.406339 0.323833 0.270221 0.256725 0.255024 0.24198 0.277571 0.218604 0.18873 0.17034 0.158162 0.142698 0.173067 0.154314 0.350946 0.251174 0.162627 0.159271 0.149623 0.279813 0.140308 0.14413 0.186183 0.174708 0.150238 0.235333 0.221243 0.19764 0.212813
threshold=0.10293500000000001 -0.17966999999999997 0.13754500000000003 -1.0000000180025095e-35 0.40124500000000002 -0.079929999999999987 0.096415000000000015 -0.12333499999999999 -0.072594999999999979 -0.39840999999999999 0.092120000000000021 -0.077474999999999988 0.08673500000000002 0.11109000000000001 0.087205000000000019 0.085790000000000019 -0.089089999999999989 -0.092264999999999986 -0.13782999999999998 0.088290000000000021 0.085495000000000015 -0.016074999999999996 0.022560000000000004 0.10372500000000003 0.084245000000000014 0.084855000000000014 0.11387000000000001 -0.080634999999999984 0.083715000000000026 0.10842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 10 9 7 -5 -9 -4 12 -3 13 14 15 17 -16 -1 -18 20 -20 -19 23 25 -24 26 28 -27 29 -23
right_child=1 2 5 6 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 16 -17 18 21 19 -21 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0081426417171631179 0.016703203148634164 0.0092811125901437579 0.016451158076524735 0.0091864282676773473 0.0050918163879859176 -0.0026031320073431541 0.0021097506433725359 0.018699665487511084 0.012323532353876523 0.0057224700476361471 0.01474752404595725 -0.0011878218639779974 0.019491078492860317 0.0072274896715368549 0.0029619423905387523 0.026923268308129272 0.021687399652520464 0.021817042260896414 0.014842235848984937 0.019016225676386968 0.0019014473572800247 0.018911295606244438 0.0054584337087968983 0.009393176728168107 0.01504977659506539 0.014467509263984582 0.010478210288125116 0.019630367279591023 0.025578672475874045 0.011935624630399506
leaf_weight=23 93 31 20 174 22 31 25 80 164 91 791 27 149 21 20 33 28 50 55 32 24 407 24 33 91 348 37 109 39 49
leaf_count=23 93 31 20 174 22 31 25 80 164 91 791 27 149 21 20 33 28 50 55 32 24 407 24 33 91 348 37 109 39 49
internal_value=0 0.0105249 0.0096313 0.0108261 0.0158443 0.00541599 0.0116664 0.012238 0.0144141 0.00765557 0.0159444 0.00440764 0.0165467 0.0162384 0.0163734 0.0167486 0.01344 0.0164711 0.0149477 0.0132475 0.0109109 0.0166325 0.0164045 0.0167822 0.0130481 0.0170287 0.0181711 0.0156989 0.0187461 0.0181617
internal_weight=0 736 643 501 2385 142 443 418 244 111 2363 58 1572 1423 1402 1243 159 1210 139 111 79 1187 1137 1022 115 989 532 457 495 456
internal_count=3121 736 643 501 2385 142 443 418 244 111 2363 58 1572 1423 1402 1243 159 1210 139 111 79 1187 1137 1022 115 989 532 457 495 456
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=31
num_cat=0
split_feature=1 52 3 4 157 48 51 47 4 16 157 16 15 0 15 52 14 15 2 133 150 403 52 160 150 16 403 3 0 15
split_gain=1.28911 0.333147 0.24654 0.207947 0.186084 0.179161 0.174171 0.222751 0.190936 0.170631 0.16565 0.221051 0.179391 0.157067 0.149151 0.148907 0.139975 0.17723 0.137873 0.15527 0.267442 0.228366 0.25333 0.225416 0.200033 0.165071 0.15737 0.133737 0.169859 0.165519
threshold=0.10293500000000001 -0.53299999999999992 0.31299000000000005 0.40124500000000002 -0.090834999999999985 -0.088719999999999979 0.086310000000000012 0.088195000000000009 0.40473500000000007 -0.037154999999999994 -0.077849999999999989 -0.42170999999999997 -0.42198999999999992 -0.063634999999999983 -0.10469999999999999 0.056145000000000007 0.062655000000000016 0.094035000000000007 0.092120000000000021 0.017095000000000003 0.083555000000000004 -0.0014349999999999999 -0.40967499999999996 0.069910000000000014 0.083250000000000005 -0.11676499999999999 -0.53255499999999989 -0.11171999999999999 -0.077429999999999985 -0.09095499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 -3 -6 7 10 14 13 -7 -12 -13 -8 -9 -4 18 -18 -1 20 21 -20 -23 25 26 -24 -21 -27 29 -29
right_child=1 2 15 -5 5 6 9 8 -10 -11 11 12 -14 -15 -16 -17 17 -19 19 24 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.014753237318552654 0.016140679042676794 0.00019989444874227047 0.0023465085682088894 0.0045826348814774652 0.019310439681867138 0.016253753881901502 0.014718073553423042 0.021739480788212109 0.0042136668538053836 0.021496800663659263 0.010076564308672356 -0.0017561754004822836 0.006194820796459246 0.0050315331237820483 0.012310535206662251 0.010376080061541872 0.021748972142284568 0.012564734893385322 0.020521916423331277 0.0057852400551465432 0.0021380527246812431 0.017104489248299947 0.014882397040342674 0.016396048397757112 0.023232700351625682 0.00121949927372582 0.014530546823662924 0.0099468986361898725 0.011540497003985134 -0.00022411449754144996
leaf_weight=1507 68 20 83 22 20 20 47 23 21 21 123 36 134 26 62 32 55 34 32 22 27 69 39 50 25 27 318 32 94 32
leaf_count=1507 68 20 83 22 20 20 47 23 21 21 123 36 134 26 62 32 55 34 32 22 27 69 39 50 25 27 318 32 94 32
internal_value=0 0.00947241 0.0087936 0.0142599 0.00966968 0.010025 0.00966301 0.00879027 0.0127523 0.0135532 0.00744849 0.00684744 0.00451108 0.0112681 0.0148619 0.00458082 0.01435 0.0182404 0.0141977 0.0131063 0.0117505 0.0124426 0.0116889 0.0103251 0.0145995 0.00896998 0.0139647 0.00772358 0.00883504 0.00486139
internal_weight=0 736 668 2385 553 533 513 419 106 94 313 293 170 73 85 115 2363 89 2274 767 402 375 343 274 365 224 340 185 158 64
internal_count=3121 736 668 2385 553 533 513 419 106 94 313 293 170 73 85 115 2363 89 2274 767 402 375 343 274 365 224 340 185 158 64
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=31
num_cat=0
split_feature=1 3 0 402 4 2 4 12 2 15 15 40 14 3 0 157 2 15 16 16 3 15 4 42 12 3 3 1 2 3
split_gain=1.04418 0.277003 0.263832 0.180632 0.168437 0.134119 0.131716 0.168827 0.179319 0.210881 0.205638 0.162357 0.155402 0.125762 0.165453 0.125232 0.123384 0.119957 0.153487 0.16101 0.114478 0.202103 0.128517 0.209424 0.145033 0.125743 0.109493 0.107292 0.179154 0.174654
threshold=0.10293500000000001 -0.07793499999999999 0.10455500000000001 0.081585000000000019 0.40124500000000002 0.14122000000000004 -0.17966999999999997 -0.10022999999999999 0.13712500000000002 0.013270000000000002 -0.079929999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24190499999999995 -0.066689999999999985 -0.077849999999999989 0.10276500000000001 -0.0088349999999999974 -0.083134999999999987 -0.36241499999999999 -0.14186499999999996 -0.0040799999999999994 -0.42529999999999996 0.083795000000000022 0.087695000000000009 -0.12018999999999998 0.42240500000000009 0.086920000000000011 0.090425000000000019 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 13 5 20 -3 12 9 11 -10 17 -8 -2 16 -16 -15 18 19 -9 21 -1 -23 24 -24 -22 -14 -27 -29 -30
right_child=1 2 -4 -5 -6 -7 7 8 10 -11 -12 -13 26 14 15 -17 -18 -19 -20 -21 25 22 23 -25 -26 27 -28 28 29 -31
leaf_value=0.0087281523723945469 0.017692545843065569 0.013852883181816928 -0.0039656196566647851 0.0025558935361914338 0.0041243712417781356 0.0072453949521753581 0.018872332522137603 0.0081262362633077873 0.0053721836635943609 0.015699946132663175 -0.0054535524838644524 -0.0015785328844296082 0.013345501175069292 0.018644815880375414 0.014981024068864909 0.0062690675786915093 0.0096453331008087839 0.00067001941573360693 0.01082944797085004 0.00013292452527417079 0.0072017177843894725 0.022466240212324431 0.0064447653384247273 0.021262222467921674 0.017594373594038187 0.013321136732709699 0.0033582289318604 0.012502273175982681 -0.00072493880288675432 0.0099809889525204198
leaf_weight=33 38 33 20 20 22 41 22 84 74 30 23 21 23 39 22 66 25 23 116 36 39 37 28 35 20 1637 21 409 20 64
leaf_count=33 38 33 20 20 22 41 22 84 74 30 23 21 23 39 22 66 25 23 116 36 39 37 28 35 20 1637 21 409 20 64
internal_value=0 0.00852517 0.00729937 0.0115955 0.0128339 0.012915 0.00774463 0.00731847 0.00655768 0.00773182 0.00280526 0.00687809 0.01201 0.012547 0.0112607 0.00844706 0.0151294 0.00756377 0.00823561 0.00572824 0.0130151 0.0156588 0.0175647 0.0153797 0.0110904 0.0128286 0.00857885 0.0129317 0.0116384 0.00743196
internal_weight=0 736 526 210 2385 2363 506 473 407 310 97 280 66 190 152 88 64 259 236 120 2322 153 120 83 48 2169 44 2130 493 84
internal_count=3121 736 526 210 2385 2363 506 473 407 310 97 280 66 190 152 88 64 259 236 120 2322 153 120 83 48 2169 44 2130 493 84
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=31
num_cat=0
split_feature=1 2 97 33 16 52 129 15 3 13 2 4 14 2 151 133 43 13 41 455 34 2 158 159 2 159 159 159 480 3
split_gain=0.8772 0.24176 0.164889 0.164274 0.154192 0.274595 0.227438 0.179324 0.144964 0.179698 0.139895 0.128846 0.121377 0.134254 0.219969 0.11721 0.114471 0.204939 0.114238 0.129421 0.11044 0.135248 0.110332 0.144 0.233236 0.153477 0.314554 0.161438 0.140074 0.193668
threshold=0.11866500000000001 0.10252500000000002 -0.0047149999999999996 0.083840000000000012 0.40020000000000006 0.039215000000000007 0.089245000000000005 -0.07490999999999999 0.30112000000000005 -0.47860499999999995 0.13622000000000004 0.53859500000000016 0.076175000000000007 -0.0091949999999999983 -0.029339999999999995 0.089405000000000012 0.093175000000000022 -0.088854999999999976 0.081560000000000007 0.08729000000000002 -0.021334999999999996 0.116525 0.11817500000000002 0.11361500000000001 0.08919500000000001 0.091530000000000014 0.088800000000000004 0.082105000000000025 -0.068944999999999992 -0.080289999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 -3 -6 20 11 16 -10 13 14 -4 -9 17 -7 19 22 -2 -22 23 25 -25 26 27 28 29 -15
right_child=8 4 3 -5 7 10 -8 15 9 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0052910365832921791 0.0022879096404768719 0.0074352211209521776 -0.0010068332919300619 0.020872980207204822 0.020249820067344802 0.0055087877500971617 -0.0033792005386203529 0.012374929382973019 0.0027511740426739888 -0.0023866668814884091 0.0039783508190885187 0.012761843660846353 0.015491036255428168 0.024322412461042404 0.011902206484228373 0.0058831090321512644 0.0066242203465662897 0.016219830145863326 0.005518680900849145 0.018251201774804823 0.011300303794430672 0.0061315757805412568 0.016470428366058817 -0.0013187365542927927 0.013242618180811405 0.015800965355651644 -0.00092579455376835546 0.016968712905820992 0.011360198569019488 0.010572609417362228
leaf_weight=39 39 263 22 20 23 22 21 112 36 41 20 20 84 20 33 37 24 95 29 31 81 135 48 22 22 89 20 56 1596 21
leaf_count=39 39 263 22 20 23 22 21 112 36 41 20 20 84 20 33 37 24 95 29 31 81 135 48 22 22 89 20 56 1596 21
internal_value=0 0.0112338 0.0117341 0.011853 0.00948872 0.0085059 0.00663556 0.0120315 0.00593393 0.00264356 0.0118051 0.00632641 0.0117668 0.0116111 0.00673859 0.0107629 0.0129153 0.0142058 0.0117483 0.0118421 0.00718555 0.00806985 0.0117372 0.0116141 0.00596194 0.0117521 0.0115418 0.0116891 0.0115085 0.0172798
internal_weight=0 2769 2152 2113 617 445 284 172 352 97 161 56 2093 2009 55 149 141 117 1954 1925 255 216 1894 1846 44 1802 1713 1693 1637 41
internal_count=3121 2769 2152 2113 617 445 284 172 352 97 161 56 2093 2009 55 149 141 117 1954 1925 255 216 1894 1846 44 1802 1713 1693 1637 41
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=31
num_cat=0
split_feature=1 2 48 156 0 1454 159 51 49 106 14 14 11 157 157 1 1 49 49 49 15 474 1 1456 4 2 52 15 0 133
split_gain=0.711588 0.217097 0.16043 0.143281 0.265643 0.141927 0.187701 0.181194 0.164136 0.140374 0.140574 0.125997 0.19471 0.17405 0.181168 0.128441 0.213882 0.277611 0.206016 0.186875 0.207665 0.164905 0.145059 0.13827 0.134466 0.401278 0.257123 0.178296 0.176519 0.160272
threshold=0.12000500000000001 0.10527500000000002 0.13400000000000004 0.10339000000000002 0.024095000000000002 0.091445000000000012 -0.23203499999999996 -0.41109999999999997 0.11560500000000001 0.085655000000000009 -0.24175999999999997 0.076175000000000007 0.086080000000000018 -0.48214999999999997 -0.23976499999999998 0.077565000000000009 0.083835000000000007 -0.10069499999999999 -0.014169999999999999 -0.063424999999999981 -0.091604999999999978 0.10135500000000001 0.098700000000000024 -0.077349999999999988 -0.082769999999999982 0.083865000000000009 0.10347000000000002 0.084050000000000014 -0.068604999999999985 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 4 -2 6 -3 8 -8 10 -1 12 13 -12 -15 24 -17 -18 19 20 -19 23 -21 -20 26 -26 27 29 -27 -16
right_child=3 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 14 15 16 17 18 21 22 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.018765729294335915 0.0056434346224379442 0.018232642526050943 -0.00026360876578283274 0.011803870638832452 -0.0035054283527036511 0.00038793497718870641 0.02125897264108062 0.0079042523783654263 0.0097108002060849689 0.0037363190273875567 0.019783797307172793 0.014319540146080887 0.0017922998244802538 0.0019489337003906256 0.013487121841410966 0.0021343193617404293 0.020185675716027619 0.0018269186176309762 0.016115385989713318 -0.0044485613331198695 0.012583267505280674 0.01921196288778447 0.0069774401100585236 0.0095139889266482869 -0.00033783101984723049 0.011136616135708641 0.021987600785879687 0.010440897660770315 0.0035803241218673068 0.023591135705355554
leaf_weight=21 268 21 21 30 36 20 20 432 32 30 20 85 26 25 73 38 25 28 34 25 50 20 20 475 33 912 28 221 32 20
leaf_count=21 268 21 21 30 36 20 20 432 32 30 20 85 26 25 73 38 25 28 34 25 50 20 20 475 33 912 28 221 32 20
internal_value=0 0.0100952 0.00830709 0.00521066 0.00456002 0.00864992 0.00897712 0.00857554 0.0141524 0.0105308 0.010623 0.0105449 0.0103925 0.0105 0.0104099 0.0105139 0.00943455 0.00984431 0.00944779 0.0057614 0.00872201 0.0103049 0.000629662 0.00995495 0.0110989 0.0105016 0.0128055 0.0119867 0.0108805 0.01566
internal_weight=0 2787 546 334 304 525 505 484 52 2241 2211 2190 2105 2079 2059 2034 715 677 652 123 78 529 45 509 1319 977 342 314 944 93
internal_count=3121 2787 546 334 304 525 505 484 52 2241 2211 2190 2105 2079 2059 2034 715 677 652 123 78 529 45 509 1319 977 342 314 944 93
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 14 0 1 4 2 49 4 0 3 43 40 50 1 16 3 2 0 475
split_gain=39.1302 6.7775 3.07411 2.90347 2.42893 2.0712 1.77184 1.33672 1.25772 1.47355 1.09882 0.949916 0.801398 1.28412 1.34368 0.8028 0.731088 0.706503 0.687137 0.796299 0.58806 0.876802 0.565202 0.496042 0.478702 0.456172 0.429733 0.426522 0.398201 0.395189
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.092845000000000025 0.13501500000000002 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 0.31358000000000003 -0.054984999999999992 -0.55119499999999988 -0.07929499999999999 -0.11171999999999999 -0.13868499999999997 -0.077714999999999992 0.10883000000000001 0.11669000000000002 -0.020119999999999996 0.083060000000000009 0.11411 -0.026509999999999995 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 22 12 -8 -10 -4 29 -1 14 -14 18 -6 -2 -15 23 21 -21 -3 -20 25 -11 -16 -5 -13 -7
right_child=1 4 10 27 16 11 8 -9 9 24 -12 28 13 15 26 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016758997621489505 0.00085012751138385605 0.00058927218537368922 0.0011729149538757123 0.0008889236769466357 0.00041699460391248416 0.001342492683881185 0.0011230311338223662 0.0015460593814987733 0.0010938173161135077 0.00081213678148106419 0.00074046107791137503 0.00107954602004585 0.0012883522708861843 0.0016438765192479023 0.00065276809703266497 0.0011377201881656663 3.7927093348190585e-05 0.0012169599169581985 0.0013432785098824935 0.0012954401666932093 0.0012550346865891086 0.00075969288149982492 0.00028978137831733213 0.0012094544566786268 0.00052399185281866933 0.00055303223361684306 0.00099940737435484628 0.00060036615838858758 0.000721116512901463 0.0011537819098796313
leaf_weight=20 24 47 37 31 71 49 30 79 31 72 58 22 67 23 20 115 27 127 1013 23 361 24 50 119 86 41 44 54 26 330
leaf_count=20 24 47 37 31 71 49 30 79 31 72 58 22 67 23 20 115 27 127 1013 23 361 24 50 119 86 41 44 54 26 330
internal_value=0 0.000725846 0.00125465 0.00099548 0.000585992 0.00126871 0.000661052 0.00129634 0.000745426 0.000696173 0.00090889 0.00114527 0.00128555 0.00128124 0.00109427 0.00129583 0.000312558 0.00115866 0.00130747 0.00130244 0.00122817 0.00102187 0.000434895 0.00132921 0.000634228 0.000718125 0.000891083 0.000705605 0.000885397 0.00117818
internal_weight=0 691 2430 236 455 2335 357 1908 260 230 95 427 1829 1809 131 1678 98 151 1563 1540 408 47 97 1132 199 113 64 85 48 379
internal_count=3121 691 2430 236 455 2335 357 1908 260 230 95 427 1829 1809 131 1678 98 151 1563 1540 408 47 97 1132 199 113 64 85 48 379
is_linear=0
shrinkage=0.00196078


Tree=3546
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 0 49 4 1 12 4 3 4 1 47 1 475 43 48 12 12 4 10 11
split_gain=43.0246 6.95451 4.39453 3.49616 2.88962 2.23534 1.46563 1.27147 1.18469 0.953834 0.913429 0.904124 1.38836 0.935124 0.884453 0.615977 0.729098 0.554129 0.539419 0.521913 0.505268 0.495371 0.439861 0.409342 0.399818 0.526879 0.493982 0.349203 0.334037 0.321975
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.077845000000000011 0.17025000000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.088245000000000004 -0.52556499999999995 0.0051600000000000005 -0.17966999999999997 0.11669000000000002 0.13011000000000003 0.089770000000000016 -0.07550999999999998 -0.080324999999999994 0.082620000000000013 0.09141500000000001 0.096645000000000009 -0.036839999999999991 -0.38124499999999995 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 11 -6 22 -5 20 12 14 15 -1 16 -13 -16 -3 -20 -4 -18 -7 -11 26 -26 -24 -2 -12 -8
right_child=1 2 10 9 7 8 29 -9 -10 23 28 13 -14 -15 17 -17 21 -19 19 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012480265263355138 0.001340806482628705 0.00093680144810264745 0.00040154581685535691 0.0011887939349442972 0.0011169747877442034 0.0013467500344807265 0.0013748107365533417 0.00069460276559944821 0.00081459395915209917 0.00085783657659828968 0.00027442303003820113 0.0017098006831497705 0.0014740530214797957 0.0011290735866751034 0.00061703881650578744 0.0012713931420976685 0.0013494045638342527 0.0010055056678015567 0.00068366356623488162 0.00051629223498909124 0.00074133398924388142 0.0010924923629347795 0.0012620299000128533 0.00052291227979402914 0.00076974498017517198 0.001147661765985029 0.0010970177034735262 0.001043581834582944 -5.4967495813673617e-05 0.0016439565894996765
leaf_weight=44 55 21 106 28 87 49 25 40 39 47 29 21 36 116 20 758 756 48 166 126 20 30 139 20 23 37 140 21 20 54
leaf_count=44 55 21 106 28 87 49 25 40 39 47 29 21 36 116 20 758 756 48 166 126 20 30 139 20 23 37 140 21 20 54
internal_value=0 0.000699108 0.000629958 0.0012536 0.000734488 0.0012686 0.0012973 0.000983944 0.00114036 0.000884872 0.00036714 0.001286 0.00113908 0.00129894 0.00103141 0.00131153 0.00134923 0.000891251 0.000633271 0.000611442 0.00045548 0.0013396 0.0011731 0.000757859 0.001148 0.00100279 0.00117923 0.00125868 0.000139978 0.00155878
internal_weight=0 691 615 2430 440 2335 1908 127 427 95 175 1829 148 1681 112 1565 807 68 313 292 126 786 388 67 339 60 279 76 49 79
internal_count=3121 691 615 2430 440 2335 1908 127 427 95 175 1829 148 1681 112 1565 807 68 313 292 126 786 388 67 339 60 279 76 49 79
is_linear=0
shrinkage=0.00196078


Tree=3547
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 44 1 147 447 151 151 4 12 1456 3 151 51 1 159 2 2 48 1446 156 0 391 12 1 403 1
split_gain=0.892165 0.317143 0.259552 0.200402 0.202804 0.156264 0.188756 0.212983 0.206899 0.153728 0.276443 0.219928 0.19543 0.125019 0.131904 0.127226 0.164148 0.27087 0.139302 0.147218 0.164998 0.111306 0.109165 0.118573 0.158936 0.0983709 0.0987524 0.179152 0.176236 0.205093
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 1.0000000180025095e-35 0.089625000000000024 1.0000000180025095e-35 0.087750000000000009 -0.083694999999999978 -0.088934999999999986 -0.0065699999999999986 -0.089199999999999988 -0.077349999999999988 -0.24190499999999995 -0.0083949999999999979 0.0053700000000000006 0.099990000000000009 0.092820000000000014 0.11144000000000001 0.10613000000000002 0.082620000000000013 0.11483500000000001 -0.031569999999999994 -0.055064999999999996 -0.077824999999999991 0.08598500000000002 0.089105000000000018 -0.5492149999999999 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 22 9 -9 10 11 -8 -12 -11 -15 -16 18 -18 19 20 -17 -19 23 24 -1 -25 -27 28 -28 -30
right_child=3 -3 -4 -5 -6 -7 7 8 -10 13 12 -13 -14 14 15 16 17 21 -20 -21 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.012816653128994852 -0.001904604806063267 0.004490868795663119 0.00050592975534053276 0.013676660917034107 0.0057841529486406798 0.017017572775690094 0.018952125708826567 -0.0036172991659006344 0.010111468294191928 0.016186583758546754 0.0071975719791067677 0.004644969983824662 -0.0059857971035936243 0.016443170307937897 0.015475912897627018 0.01104360505547484 -0.0040470486633818253 0.012168963985422101 0.0028290642749356186 0.018782163508744402 0.0032631003592784209 0.0037220586198740283 0.0051508310895699728 0.016467284386714874 0.022612852999009194 0.012372844414561837 0.019712475667308486 0.01955705245288656 0.010666439141813332 0.0011210232649160469
leaf_weight=67 39 75 23 28 285 45 22 23 21 39 23 21 22 33 38 298 22 39 23 22 30 26 26 39 22 648 21 23 1055 23
leaf_count=67 39 75 23 28 285 45 22 23 21 39 23 21 22 33 38 298 22 39 23 22 30 26 26 39 22 648 21 23 1055 23
internal_value=0 0.010905 0.0110835 0.00556009 0.00485865 0.0111746 0.0110745 0.00967089 0.00293507 0.0101213 0.00623122 0.0119649 0.000752369 0.0107219 0.0103205 0.00991481 0.00945542 0.005544 0.0103677 0.0108631 0.010332 0.0087902 0.0115866 0.0116748 0.0152382 0.0114994 0.01139 0.0108223 0.0106395 0.0104628
internal_weight=0 2769 2694 352 324 2671 2626 702 44 658 88 43 45 570 531 498 460 87 373 350 328 65 1924 1898 89 1809 1770 1122 1099 1078
internal_count=3121 2769 2694 352 324 2671 2626 702 44 658 88 43 45 570 531 498 460 87 373 350 328 65 1924 1898 89 1809 1770 1122 1099 1078
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 47 2 14 2 2 34 52 1 2 151 4 15 0 47 12 4 1 1 31 131 2 15
split_gain=37.9261 6.27937 4.04449 3.06426 2.36081 1.7756 1.38658 1.24665 1.22629 1.13722 1.11275 0.970796 0.663431 0.908606 0.583694 0.601264 0.745449 0.542172 0.482099 0.570398 0.428355 0.414209 0.380184 0.376853 0.374949 0.369 0.365658 0.346353 0.722896 0.329904
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.089410000000000003 0.13404500000000005 -0.0060199999999999993 0.27834500000000006 0.13082500000000002 0.11474000000000002 0.062655000000000016 0.089775000000000008 0.13754500000000003 -1.0000000180025095e-35 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.088784999999999989 0.42051500000000003 -0.45963999999999994 0.18019500000000002 0.090100000000000013 0.095780000000000018 0.022185000000000003 0.11588000000000001 0.091195000000000012 -0.077289999999999984 0.08844500000000001 0.31358000000000003 0.094035000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 17 7 -1 10 12 24 11 25 13 26 -13 20 -17 -3 -15 -20 22 -19 -16 -24 -6 -5 -4 28 -14 -12
right_child=1 2 8 5 9 -7 -8 -9 -10 -11 29 14 27 18 15 16 -18 21 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011630769088572146 0.0012196364621290606 0.00086561786485653302 0.00045072974800256719 0.001274818881955654 0.0012366374864440737 0.00085386597201460692 0.00069628769660544214 0.00076661457236251946 0.00077883428091970021 0.00062943415923515707 0.0015530348781757563 0.0013979877163925727 0.00032649849303102268 0.00079994560377058077 0.0012248407527503601 0.00070824594011688541 0.0011433549367857001 0.00058196924091306142 0.00074498659328502766 0.00031143047361626846 0.00089629129342296552 0.00086214395076392148 0.0011732111170011407 0.0010110780844885658 0.0009639563327804606 0.0011862016093261818 9.7141098306504007e-05 0.00052126557963407222 -9.3647934012480225e-05 0.0013023810668124094
leaf_weight=40 76 40 22 1104 47 49 63 22 37 23 52 43 74 33 425 24 41 172 20 28 20 23 225 73 33 216 23 20 20 33
leaf_count=40 76 40 22 1104 47 49 63 22 37 23 52 43 74 33 425 24 41 172 20 28 20 23 225 73 33 216 23 20 20 33
internal_value=0 0.00068792 0.000622212 0.00120852 0.00076616 0.00122317 0.000877565 0.00123111 0.000446565 0.00101368 0.00123564 0.00122703 0.00039534 0.000493399 0.00117539 0.00116354 0.000982699 0.000657671 0.000617506 0.000492079 0.00117936 0.000615015 0.00118719 0.00113349 0.00112416 0.00126032 0.000270007 0.000286958 0.000237106 0.00145572
internal_weight=0 691 615 2430 338 2327 103 2278 277 103 2256 2171 240 126 851 808 65 235 81 48 743 195 723 298 80 1320 45 114 94 85
internal_count=3121 691 615 2430 338 2327 103 2278 277 103 2256 2171 240 126 851 808 65 235 81 48 743 195 723 298 80 1320 45 114 94 85
is_linear=0
shrinkage=0.00196078


Tree=3549
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 47 2 2 1 1 1 52 52 0 47 457 0 1 52 1420 1429 484 15 51 12 39 15
split_gain=51.6184 8.83801 5.34729 4.46123 3.03529 2.7786 2.1146 1.87757 1.8058 1.33474 1.32157 1.26669 0.925057 0.70824 0.656476 0.642707 0.554057 0.494618 0.473586 0.455374 0.446428 0.474363 0.441908 0.618083 0.711594 0.429339 0.429131 0.42768 0.386902 0.384795
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.092120000000000021 0.11474000000000002 0.092845000000000025 0.15022500000000003 0.088770000000000016 0.12492500000000002 -0.56176499999999996 -0.095504999999999993 1.0000000180025095e-35 0.080930000000000016 -0.026509999999999995 0.13210500000000003 0.056145000000000007 -0.084814999999999988 0.084770000000000012 0.073690000000000019 0.094035000000000007 0.11144500000000002 0.10061500000000002 0.089535000000000017 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 14 7 9 12 13 27 -5 20 22 17 -11 29 -3 28 -6 -4 -22 -1 26 -25 -8 -24 -7 -17 -15
right_child=1 2 8 11 19 10 25 -9 -10 15 -12 -13 -14 16 -16 18 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018172188950519935 0.001474245384689209 0.00073466739821983725 0.00072474597919476667 0.0013177382263735481 0.0011873711843488476 0.0014619870776054905 0.0018960676007388141 0.00089637710795440644 0.00096672403082749038 0.0016521736718891915 0.00078530602811344239 0.00085342380723854908 0.00027269362931973924 0.0014024978613152224 0.0011530884662095239 0.0014067957382252214 0.0014581477305803451 0.00096978527216459048 0.0011415839844469569 0.00080407334780980731 0.00045377307767778926 0.00075249468418313 0.0015423642272750537 0.0015638241769391325 0.0011635128919984779 0.0016090375181471246 0.0013274208650932654 0.0011752562312518848 0.0011295982347983942 0.0010475830527503626
leaf_weight=20 76 172 50 37 22 40 51 22 37 37 23 58 53 24 20 604 293 43 29 26 112 25 1025 31 38 33 37 40 20 23
leaf_count=20 76 172 50 37 22 40 51 22 37 37 23 58 53 24 20 604 293 43 29 26 112 25 1025 31 38 33 37 40 20 23
internal_value=0 0.000843435 0.000765481 0.00145078 0.00146773 0.000930997 0.00147797 0.00146633 0.000563516 0.00147208 0.00119953 0.00103426 0.000501354 0.00150507 0.000813299 0.00140077 0.00142645 0.000781691 0.00138653 0.000979752 0.000566162 0.000508284 0.0015283 0.00152319 0.00134336 0.00178331 0.00153488 0.00131862 0.00139791 0.00122882
internal_weight=0 691 615 2430 2335 338 2287 2203 277 2181 103 95 240 1491 235 690 340 215 653 48 187 137 1151 1131 69 84 1062 80 624 47
internal_count=3121 691 615 2430 2335 338 2287 2203 277 2181 103 95 240 1491 235 690 340 215 653 48 187 137 1151 1131 69 84 1062 80 624 47
is_linear=0
shrinkage=0.00196078


Tree=3550
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 43 1 457 14 2 2 4 150 0 4 52 1 0 4 484 49 0 3 1 3 16 52 52 16
split_gain=56.1002 6.94841 5.96747 3.58086 3.50201 2.9913 2.02147 1.63893 1.61726 1.59413 1.36657 1.32019 1.00967 1.11085 1.07206 0.968451 0.939755 0.806002 0.756747 0.842225 0.839818 0.670691 0.608575 0.586665 0.558453 0.482 0.473003 0.45964 0.653258 0.515947
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.31534000000000006 -0.025214999999999998 0.077845000000000011 0.080930000000000016 0.076975000000000002 0.11177500000000001 0.14122000000000004 0.00063500000000000004 0.09487000000000001 -0.11173999999999999 -0.019614999999999997 0.048770000000000008 0.12205500000000001 -0.07929499999999999 -0.49013999999999996 0.084750000000000006 -0.012034999999999999 -0.15202999999999997 -0.23446499999999998 0.078340000000000007 0.092670000000000016 -0.008904999999999998 0.039215000000000007 -1.0000000180025095e-35 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 9 6 17 -4 11 12 -8 23 14 22 -1 -12 -7 -3 -16 24 -21 -2 -14 -6 -20 -26 -17 28 -25 -29
right_child=1 5 7 -5 8 16 10 -9 -10 -11 15 -13 13 -15 18 26 -18 -19 19 20 -22 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=0.0012503876303340874 0.00099076898704629902 0.00073249283059839915 0.0014185211248174099 0.00076035449215199622 0.0015599531384794601 0.000170269399174301 0.0012073683884423723 0.00086992336979287881 0.00091220505466854424 0.001790957314126632 0.0011722448406804938 0.0010200560591769299 0.001762942877762458 0.0010299036217610363 0.0015572164708761748 0.00078442054308189464 0.00058215915374758612 0.00045374877559933375 0.0014197021228335739 0.0014461397501349716 0.0010590319368489665 0.001386947644507641 0.0014073287555530182 0.0013634782824715232 0.0019901110898577169 0.0015957663748778549 0.00047217438118265403 0.001497494538430295 0.0011076330443995112 0.0012269283476329985
leaf_weight=55 20 71 28 74 65 57 39 83 34 75 20 41 20 29 1069 66 34 91 26 341 23 92 247 139 22 26 26 120 53 35
leaf_count=55 20 71 28 74 65 57 39 83 34 75 20 41 20 29 1069 66 34 91 26 341 23 92 247 139 22 26 26 120 53 35
internal_value=0 0.000781455 0.00145286 0.00109506 0.00147325 0.000637073 0.000728047 0.00100831 0.00132465 0.00151069 0.000891262 0.00135561 0.00149938 0.00139438 0.00151928 0.000781189 0.000324162 0.000575914 0.00152909 0.00146045 0.00142168 0.0013162 0.00143397 0.001389 0.00165114 0.00177651 0.000696177 0.00135697 0.00129285 0.0014364
internal_weight=0 590 2531 186 2420 404 313 111 487 1933 151 453 1858 296 1562 112 91 162 1507 438 364 112 267 412 74 48 92 347 192 155
internal_count=3121 590 2531 186 2420 404 313 111 487 1933 151 453 1858 296 1562 112 91 162 1507 438 364 112 267 412 74 48 92 347 192 155
is_linear=0
shrinkage=0.00196078


Tree=3551
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 2 1 2 4 1 151 0 47 160 52 13 457 12 131 15 14 16 1 43 2
split_gain=47.3544 7.71228 4.77044 3.57306 2.69223 2.36101 1.78668 1.55671 1.54845 1.30192 1.28116 1.2386 1.12095 0.764365 0.67756 0.529514 0.522266 0.454973 0.415437 0.400299 0.392586 0.611373 0.364119 0.357426 0.330679 0.324964 0.36031 0.507319 0.320477 0.319173
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.092120000000000021 0.11474000000000002 0.092845000000000025 0.14838000000000004 0.42051500000000003 0.086920000000000011 -0.088784999999999989 -0.23001499999999997 0.090100000000000013 -1.0000000180025095e-35 -0.56176499999999996 -0.07743499999999999 0.048635000000000005 0.10061500000000002 0.09031500000000002 0.089295000000000013 -0.23083499999999998 -0.0094449999999999968 0.11551000000000002 -0.04890499999999999 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 15 6 7 9 12 14 22 -5 13 -4 -1 -3 -16 25 -15 -11 -21 29 -6 -2 -9 -17 27 28 -27 -22
right_child=1 2 8 11 10 -7 -8 24 -10 19 -12 -13 -14 18 16 17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014178234029610193 0.0014391311367083098 0.00093167453730369314 0.0007216925132329079 0.0012477873113336043 0.0013558909673170717 0.0008890169770209655 0.00081998046871849532 0.0017484840500349454 0.00086830190615358341 0.0014876108985763413 0.00069850850945619666 0.00078865039332985795 0.00025475128143079588 0.00063256339703392467 0.0010154340783243671 0.00083863797967219519 0.0013402117268046187 0.00094301844903371928 0.00035460624355094378 0.001352108309841021 0.0010277829006884722 0.00094233408119085132 0.0010913234496233511 0.0011498485296185499 0.0015021545308477738 0.00059758530044329977 0.00046090520604106318 0.00043992753292336988 0.00086191062257505446 0.0012754840691018255
leaf_weight=1076 52 40 55 37 40 41 23 44 37 37 23 58 84 29 20 29 395 23 72 194 21 24 40 24 40 29 43 26 45 420
leaf_count=1076 52 40 55 37 40 41 23 44 37 37 23 58 84 29 20 29 395 23 72 194 21 24 40 24 40 29 43 26 45 420
internal_value=0 0.00075851 0.00068569 0.00134023 0.000842024 0.0013554 0.00136373 0.00136924 0.000494929 0.00135918 0.00110635 0.000967472 0.000437367 0.000535699 0.00139186 0.00072617 0.00132456 0.000684015 0.000434416 0.00128916 0.00127801 0.0012471 0.00122361 0.00134778 0.00163118 0.000649381 0.000611 0.000675541 0.000758324 0.00126369
internal_weight=0 691 615 2430 338 2335 2294 2271 277 2187 103 95 240 156 1491 235 415 195 101 696 659 465 80 76 84 172 143 100 74 441
internal_count=3121 691 615 2430 338 2335 2294 2271 277 2187 103 95 240 156 1491 235 415 195 101 696 659 465 80 76 84 172 143 100 74 441
is_linear=0
shrinkage=0.00196078


Tree=3552
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 4 14 0 2 2 4 49 1 4 159 15 151 3 0 47 16 14 3 4 0 457
split_gain=71.9064 12.1603 7.24231 5.78528 4.25408 3.72496 2.33397 2.12612 1.9352 1.80136 1.64544 1.3785 1.34484 1.25096 1.16056 0.786333 0.730863 0.703895 0.679949 0.605695 0.550408 0.591937 0.516342 0.491133 0.482831 0.442465 0.424982 0.408553 0.388717 0.387361
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089775000000000008 0.14285500000000004 0.13082500000000002 0.077845000000000011 0.40473500000000007 0.062655000000000016 -0.22491999999999998 0.14838000000000004 -0.090999999999999984 0.42051500000000003 -0.0060549999999999988 0.086920000000000011 0.038415000000000012 0.030370000000000005 -0.031204999999999997 -0.086769999999999986 -0.14186499999999996 -0.030209999999999997 1.0000000180025095e-35 -0.10850999999999998 -0.46166999999999997 -0.010424999999999999 -0.0070899999999999991 -0.12333499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 10 11 12 -5 27 13 15 14 -1 -4 -7 -15 18 20 -20 -13 -22 -23 25 -19 -3 -16 -6 -25 -27
right_child=1 2 7 8 9 6 -8 -9 -10 -11 -12 17 -14 16 26 -17 -18 24 19 -21 21 22 -24 28 -26 29 -28 -29 -30 -31
leaf_value=0.001124491257702603 0.0015620590318009787 0.00094527418347325619 0.00074055360799485988 0.0014837562067418538 0.001648655652123339 0.00086062932420196596 0.00097370735585479765 0.00090862690571302698 0.00087256784354735922 0.00083063899412212172 0.0019227951982957099 0.0012242847029686457 0.00020364257009733856 0.0016262759142476324 0.00055384911107176748 0.0013978234939071733 0.0015253168526776241 0.0014655113298784157 0.00194713114574234 0.0015745624607684564 0.0016658658644556198 0.0014983684459652655 0.0012877423079574808 0.00074264297312269913 0.0012780555260009194 0.00092353040891169909 0.00028986074504763228 0.0013170642607352313 0.001107932584287197 0.00063113422251388307
leaf_weight=22 71 26 55 28 20 22 39 37 69 29 59 29 84 918 37 20 394 119 23 62 73 426 50 21 95 20 64 50 24 135
leaf_count=22 71 26 55 28 20 22 39 37 69 29 59 29 84 918 37 20 394 119 23 62 73 426 50 21 95 20 64 50 24 135
internal_value=0 0.000794587 0.000704071 0.00151827 0.00090262 0.00153763 0.00144352 0.000471116 0.00104899 0.00124156 0.00160235 0.00146345 0.000403666 0.00158818 0.000511371 0.00111644 0.00159596 0.00148007 0.00151163 0.00167538 0.00148755 0.00150146 0.00147624 0.000754145 0.00138229 0.000708568 0.000386569 0.0014118 0.000937464 0.000668863
internal_weight=0 673 602 2448 325 2351 958 277 97 99 1393 919 240 1334 156 42 1312 877 663 85 578 549 476 226 214 181 101 70 45 155
internal_count=3121 673 602 2448 325 2351 958 277 97 99 1393 919 240 1334 156 42 1312 877 663 85 578 549 476 226 214 181 101 70 45 155
is_linear=0
shrinkage=0.00196078


Tree=3553
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 4 0 0 1 14 42 4 15 2 0 12 1 0 15 150 4 16 13 52 14 39
split_gain=39.9191 4.8476 4.21061 3.46718 2.29774 1.76235 1.72325 1.47556 1.35931 1.2505 1.10691 0.978558 0.89396 0.884915 0.793556 0.655254 1.21577 0.722401 0.619703 0.839769 0.606755 0.599398 0.612948 0.516034 0.49854 0.972028 0.732318 0.430563 0.42718 0.365434
threshold=0.10752500000000002 0.27044500000000005 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.090455000000000021 0.082585000000000006 0.033845000000000007 -0.17966999999999997 1.0000000180025095e-35 -0.23194499999999998 0.10089500000000001 0.076175000000000007 -1.0000000180025095e-35 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.097024999999999986 0.13597000000000004 0.15471500000000002 -0.11173999999999999 -0.095244999999999982 0.091105000000000005 -0.062539999999999984 -0.0094449999999999968 -0.011914999999999999 -0.52606999999999993 -0.44847999999999993 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 11 28 13 14 18 -6 12 -1 23 21 -5 17 -17 -13 -8 -20 -7 22 -4 -11 26 -26 -16 -2 -3 -30
right_child=1 5 6 7 9 20 8 -9 -10 10 -12 15 -14 -15 24 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0017071129750865454 0.0014419790555616051 0.00092258425148864041 0.0014598985752107413 0.0012554009908498946 0.0013930220602246344 0.00051481516207146157 0.0015974504864964829 0.00053429206781477432 0.0011557722953583105 0.0012158664755332164 0.00054380224163737062 0.0015336647028522075 0.00085939288236736467 0.001694364366197017 0.0007422635744453646 0.0012950130137379431 0.00081063329729812248 0.001095165829448139 0.0013497765873934642 0.00098417957390055941 0.00022055508772365185 0.0014268998077254056 0.001029003726355001 0.00086282994671195152 0.00090554063292546067 0.00043969420747070112 0.0012606791062894777 0.0011585299851107817 0.00075950332039074033 0.00048504931905600458
leaf_weight=22 28 41 22 21 31 117 37 59 169 78 21 52 75 46 20 76 27 20 715 25 35 1065 30 20 51 26 22 78 66 26
leaf_count=22 28 41 22 21 31 117 37 59 169 78 21 52 75 46 20 76 27 20 715 25 35 1065 30 20 51 26 22 78 66 26
internal_value=0 0.000775152 0.00134151 0.000946958 0.00116273 0.000591289 0.00137729 0.000794379 0.00131514 0.00102734 0.00096891 0.00131735 0.00102051 0.00142784 0.000903988 0.00126835 0.00116804 0.00141186 0.00134981 0.00133743 0.000447058 0.00141686 0.00121131 0.00114382 0.000841973 0.000748242 0.00101381 0.0012334 0.000756124 0.00068194
internal_weight=0 590 2531 305 422 285 2109 199 946 225 194 197 173 1163 140 175 103 72 777 740 152 1117 52 98 119 77 42 106 133 92
internal_count=3121 590 2531 305 422 285 2109 199 946 225 194 197 173 1163 140 175 103 72 777 740 152 1117 52 98 119 77 42 106 133 92
is_linear=0
shrinkage=0.00196078


Tree=3554
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 4 1 1 1 150 2 2 2 4 1 1 1 50 0 3 52 1 481 2
split_gain=103.102 16.192 8.89232 7.03817 5.28734 5.00423 3.21213 2.86814 2.57599 2.39014 2.20144 1.63564 1.56309 1.53552 1.406 1.40256 1.32246 1.02227 0.994075 0.873661 0.862442 0.840982 0.732547 0.667032 0.650434 0.714204 0.639947 0.584737 0.556688 0.508096
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.14122000000000004 -0.15289999999999995 0.089770000000000016 0.122715 0.16175000000000003 1.0000000180025095e-35 0.090425000000000019 -1.0000000180025095e-35 0.088850000000000012 0.053180000000000012 0.12958500000000003 0.13075500000000004 0.12000500000000001 0.041865000000000006 0.14486500000000005 -0.14847999999999997 -0.53964499999999982 0.13265500000000002 -0.045769999999999991 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 22 12 -4 20 15 -11 18 26 23 19 17 -14 -1 24 -8 29 -3 -6 25 -7 -2 -13 -20 -5
right_child=1 4 8 21 14 10 9 -9 -10 11 -12 27 16 -15 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0061366083186878409 0.0061385190184751462 0.0050091166667688911 0.0058720347515576988 0.0054961354347392855 0.0045657776599556076 0.0062377128095789953 0.0057327198734745434 0.0064610678222034243 0.0052023386829113836 0.0056028895284615304 0.0054272319870323493 0.0050562324734129338 0.0056279610018102394 0.0054371290145652203 0.0041070180182474778 0.0054787668944740828 0.0055141917209999237 0.0060220579017437803 0.0062198453998773447 0.0057877873119555013 0.0052195784391141399 0.0048159484769783765 0.0046395860253808331 0.0049426529267254998 0.0056748878112331171 0.0059707779029753915 0.0058331372375265908 0.0047190548818739474 0.0060098821236012224 0.0051178352145947303
leaf_weight=957 41 30 34 21 65 47 34 76 63 20 41 141 28 29 21 28 25 263 54 114 20 24 66 25 23 214 74 23 481 39
leaf_count=957 41 30 34 21 65 47 34 76 63 20 41 141 28 29 21 28 25 263 54 114 20 24 66 25 23 214 74 23 481 39
internal_value=0 0.00515232 0.00601888 0.00557722 0.00493462 0.00604288 0.00505783 0.00608792 0.00543708 0.00517995 0.00586118 0.0050735 0.00607223 0.00584033 0.00456387 0.00590295 0.00594696 0.00598414 0.00609877 0.00593279 0.00554267 0.00512616 0.00475506 0.00467047 0.00599099 0.00601885 0.00594201 0.00500895 0.00603107 0.00525024
internal_weight=0 673 2448 228 445 2351 334 1884 97 238 467 184 1808 144 111 426 316 291 1492 398 54 84 96 90 284 261 115 164 535 60
internal_count=3121 673 2448 228 445 2351 334 1884 97 238 467 184 1808 144 111 426 316 291 1492 398 54 84 96 90 284 261 115 164 535 60
is_linear=0
shrinkage=0.00196078


Tree=3555
num_leaves=31
num_cat=0
split_feature=1 52 1 52 4 2 11 0 0 16 47 48 14 15 16 0 11 1213 1 1213 484 160 51 160 4 156 2 3 3 15
split_gain=2.61145 0.613939 0.382763 0.263133 0.254939 0.243567 0.200908 0.179078 0.177687 0.195826 0.170433 0.358217 0.175293 0.147507 0.195919 0.206533 0.146338 0.148181 0.164787 0.244762 0.23908 0.514585 0.231171 0.314701 0.161733 0.161256 0.144984 0.150726 0.285336 0.167566
threshold=0.10293500000000001 -0.42635499999999998 0.14860500000000001 0.19022000000000003 0.40124500000000002 0.092120000000000021 0.084110000000000004 -0.068944999999999992 -0.019414999999999998 -0.25582999999999995 0.10648500000000001 0.12118000000000002 -0.47013499999999991 0.013270000000000002 -0.0024749999999999993 -0.20211999999999997 0.080455000000000013 0.39818500000000007 0.076935000000000017 0.0036000000000000003 0.062030000000000009 -0.082299999999999984 0.078435000000000019 0.032695000000000009 -0.15464999999999998 0.091015000000000013 0.14285500000000004 -0.14186499999999996 -0.10831999999999999 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 16 10 -8 9 -4 12 -12 -3 14 15 -14 17 18 24 20 22 -22 -20 -24 -1 -26 27 29 -29 -7
right_child=1 2 8 -5 -6 26 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.030702826101332903 0.022294987871480938 0.020125778655832014 0.0038067209280349991 0.020327143816070425 0.010556602566926317 0.021623134570864011 0.024601037262392971 0.013051914624869824 -0.00020169524583392418 0.017478755682241172 0.022496569083471384 0.0099110471306457417 0.019317049950721765 0.016923426520987984 0.0048774894212792611 0.010610580273076065 0.028580798592199298 0.029156358420316664 0.022463719122916333 0.010086907662281937 0.022326567148168885 0.0031778560384460122 0.0066267491864931321 0.021772234664325985 0.022650314376669048 0.015826143403278869 0.013995217971312694 0.0095109049087533579 0.020193328528947042 0.032365529797971249
leaf_weight=24 88 24 22 63 22 53 29 25 26 20 49 42 31 41 51 225 34 28 404 22 36 23 23 34 908 36 39 26 653 20
leaf_count=24 88 24 22 63 22 53 29 25 26 20 49 42 31 41 51 225 34 28 404 22 36 23 23 34 908 36 39 26 653 20
internal_value=0 0.0144576 0.0133933 0.0142255 0.0212717 0.0213714 0.0134819 0.0192542 0.00629528 0.0103172 0.0128087 0.0166879 0.0118598 0.0112897 0.0105373 0.0116649 0.0220916 0.0219481 0.0218145 0.0204184 0.0208555 0.0148618 0.0216226 0.0156609 0.0225962 0.0223901 0.0199402 0.0202485 0.0197843 0.0245663
internal_weight=0 736 648 580 2385 2363 517 54 68 42 463 91 372 348 307 256 1572 1538 1510 542 520 59 461 57 968 944 791 752 679 73
internal_count=3121 736 648 580 2385 2363 517 54 68 42 463 91 372 348 307 256 1572 1538 1510 542 520 59 461 57 968 944 791 752 679 73
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 2 147 11 12 41 51 3 2 131 159 48 2 16 0 2 133 376 130 484 16 15 42 16 0 148
split_gain=2.11527 0.514236 0.363575 0.264064 0.213347 0.169872 0.19924 0.262449 0.189367 0.320312 0.164506 0.193392 0.132794 0.153596 0.160955 0.127998 0.179174 0.124763 0.137595 0.157898 0.123352 0.168031 0.137656 0.197008 0.220735 0.228761 0.138326 0.132418 0.227936 0.165494
threshold=0.10293500000000001 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.18019500000000002 0.10188000000000001 0.089365000000000014 1.0000000180025095e-35 0.085355000000000014 0.076195000000000013 0.10614000000000001 -0.15121499999999996 0.25063000000000007 0.094655000000000017 0.10569000000000002 0.082620000000000013 0.10672500000000001 -0.45661999999999997 -0.080689999999999984 0.10731 0.089200000000000015 0.088235000000000008 -0.076894999999999977 0.085905000000000009 -0.0094449999999999968 -0.015039999999999998 0.088670000000000013 -0.52595999999999987 -0.14832499999999996 -0.063899999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 20 5 6 7 -1 -9 -10 11 -5 13 14 -4 17 -17 -7 19 -19 22 -22 -3 24 26 -26 27 29 -29 -24
right_child=1 2 12 10 -6 15 -8 8 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.019492290387696513 0.021165103533172181 0.0052497490025732833 0.0092584486403388955 0.0078100783683891818 0.01061963560862531 0.023375170379877092 0.012546397007715244 0.029656685753302145 0.027789210404960379 0.012738506868481637 0.023649304439978942 0.017054417868089564 0.0021356771253199587 0.0028587968737286119 0.019263751730322839 0.0064211875200271612 0.017252453392194139 0.018834516387432818 0.018371658129336568 0.0068037410693553586 0.0026516157292550612 0.014078828129409391 0.017014174025505781 0.020939484712822986 0.01151779396698261 -0.0016365746769588442 0.007324318643659353 0.026804328692101299 0.014925633661914618 0.0055078492239117628
leaf_weight=1834 70 23 82 28 29 40 39 44 31 26 28 118 31 28 20 24 42 20 232 24 31 22 25 30 39 20 25 21 70 25
leaf_count=1834 70 23 82 28 29 40 39 44 31 26 28 118 31 28 20 24 42 20 232 24 31 22 25 30 39 20 25 21 70 25
internal_value=0 0.0130119 0.0121549 0.0134742 0.0191445 0.0192494 0.019623 0.0197656 0.0247283 0.020924 0.0166281 0.0152815 0.0080169 0.00941934 0.0112203 0.0173192 0.0133138 0.0181557 0.0173993 0.0122723 0.0118162 0.00739499 0.0126591 0.0133274 0.0123125 0.00705869 0.0141798 0.0153953 0.0176669 0.011261
internal_weight=0 736 666 505 2385 2356 1974 1935 101 57 174 146 161 130 102 382 66 316 276 44 331 53 278 255 225 59 166 141 91 50
internal_count=3121 736 666 505 2385 2356 1974 1935 101 57 174 146 161 130 102 382 66 316 276 44 331 53 278 255 225 59 166 141 91 50
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 2 14 0 15 457 4 15 2 49 4 50 1 0 15 1 0 16 3
split_gain=61.4558 7.17916 6.81431 4.10376 3.61699 2.78583 2.58265 1.88654 2.0959 1.83675 1.65523 1.20916 1.16313 1.11512 1.11249 0.867113 0.783296 0.730568 1.31387 1.01635 0.719436 0.657532 0.655153 0.645878 0.594095 0.747722 0.591299 0.552257 0.499593 0.566085
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.090455000000000021 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.033845000000000007 -0.23194499999999998 0.10444500000000002 0.076175000000000007 -0.074479999999999977 0.13592500000000005 0.045365000000000009 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.012034999999999999 -0.033174999999999989 0.041865000000000006 0.12000500000000001 -0.11173999999999999 -0.095244999999999982 0.12958500000000003 -0.097024999999999986 -0.073404999999999984 -0.20241999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 7 13 23 26 -6 15 -1 14 24 16 27 -11 19 -19 -13 -2 -10 -7 -3 25 -4 -9 -8 -29 -30
right_child=1 5 6 -5 9 22 10 8 21 12 -12 17 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0018966155415550273 0.0010125315200318309 0.00078669174930409474 0.0016617946658754944 0.00075453370020497315 0.0015122647086779277 0.00029946295430641 0.0017564401965515287 0.0014642024701610606 0.0010574721489482752 0.0013865771252017354 0.0012903663160242439 0.0017007691481798787 0.00080820088258798362 0.0019033872461278317 0.00082972546370169349 0.0011294419909783744 0.0010139150374910745 0.0014318761335526302 0.00092123834357272442 0.0011820170606084753 0.0014228545669196309 0.00069937756964309609 0.00065514882350464103 0.00041107174866255631 0.0016018667689047142 0.0011858794312266743 0.00099836778333958439 0.0015695050813391126 0.0016717228027210776 0.0014396735896730507
leaf_weight=22 20 24 22 74 35 85 35 22 23 57 169 53 64 46 34 23 35 76 26 20 92 138 26 66 1065 30 20 277 45 397
leaf_count=22 20 24 22 74 35 85 35 22 23 57 169 53 64 46 34 23 35 76 26 20 92 138 26 66 1065 30 20 277 45 397
internal_value=0 0.000794075 0.0014968 0.00111284 0.00126936 0.000647315 0.00154231 0.000747533 0.000852294 0.0010995 0.00146623 0.00146336 0.00102346 0.0016042 0.0011328 0.00150448 0.0012448 0.00140889 0.00130171 0.00155865 0.00134958 0.000750534 0.000382777 0.000511237 0.00159187 0.00138723 0.00124238 0.00151592 0.00150422 0.0014633
internal_weight=0 590 2531 186 422 404 2109 293 203 225 946 197 190 1163 126 777 92 175 102 73 112 161 111 90 1117 52 42 754 719 442
internal_count=3121 590 2531 186 422 404 2109 293 203 225 946 197 190 1163 126 777 92 175 102 73 112 161 111 90 1117 52 42 754 719 442
is_linear=0
shrinkage=0.00196078


Tree=3558
num_leaves=31
num_cat=0
split_feature=1 3 124 39 2 42 52 2 15 41 1209 147 0 43 123 4 46 3 12 1 15 42 159 159 1452 3 52 484 1446 3
split_gain=2.02112 0.334166 0.285055 0.281962 0.210201 0.183714 0.208735 0.18352 0.187629 0.254314 0.212653 0.218442 0.193705 0.183565 0.175776 0.169449 0.1693 0.262253 0.166917 0.221555 0.163057 0.161236 0.177015 0.188967 0.148098 0.142842 0.164702 0.231515 0.189315 0.312613
threshold=0.10920500000000001 0.31299000000000005 -0.076779999999999987 0.087735000000000021 1.0000000180025095e-35 -0.019989999999999997 -0.061194999999999992 0.14122000000000004 0.040760000000000005 0.07677500000000001 0.091045000000000001 0.089365000000000014 -0.098289999999999975 -0.51144999999999985 0.08592000000000001 -0.51843499999999987 0.084955000000000017 0.11296500000000002 -0.42850999999999995 0.13501500000000002 -0.040439999999999997 0.11649000000000002 0.12283500000000001 0.11292000000000001 0.087295000000000011 -0.047929999999999993 0.11434500000000002 0.056480000000000009 0.088645000000000015 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 4 -2 -6 -7 8 10 25 11 13 -13 -4 -1 -15 17 21 -3 -20 -8 22 23 24 -17 26 27 -10 29 -28
right_child=1 18 7 -5 5 6 20 -9 9 -11 -12 12 -14 15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.015432615132885985 0.01770093490784409 0.01228966243199206 0.009354186081327499 0.0092173129374830201 0.0034460771407577254 0.019288904237192733 0.013101776500489229 0.011634423574801853 0.019052097574182646 0.027496482371478472 0.0080408280067469761 0.0050587486885488031 0.017169177029947087 0.025042642381574429 0.0065900945538205323 0.01793499860781668 0.026878885321673898 0.0080794304402338132 0.0093571308264542418 -0.001235219871159643 0.0033538777338848872 0.0099448765084768354 0.025227761800800053 0.0094087180555798115 0.023461519693042721 0.024639949458651247 0.0034894186072051527 0.027855437489286546 0.023868991859257224 0.016518675561466838
leaf_weight=100 119 35 24 157 21 43 78 41 822 37 23 25 28 35 29 985 21 27 39 40 22 24 35 25 51 44 22 31 25 113
leaf_count=100 119 35 24 157 21 43 78 41 822 37 23 25 28 35 29 985 21 27 39 40 22 24 35 25 51 44 22 31 25 113
internal_value=0 0.0113659 0.0180259 0.012616 0.0145015 0.01218 0.0134626 0.0182683 0.0183818 0.0193473 0.0175711 0.0177423 0.0114567 0.0180138 0.0134448 0.0181866 0.0179811 0.0178182 0.00654086 0.00399392 0.0109572 0.018053 0.0182306 0.0179997 0.0182071 0.0190621 0.0188198 0.019372 0.0158756 0.0143954
internal_weight=0 554 2567 440 283 164 143 2438 2397 1094 1303 1280 53 1227 129 1203 1168 1147 114 79 100 1120 1096 1061 1036 1057 1013 853 160 135
internal_count=3121 554 2567 440 283 164 143 2438 2397 1094 1303 1280 53 1227 129 1203 1168 1147 114 79 100 1120 1096 1061 1036 1057 1013 853 160 135
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 47 2 4 1 2 1 2 4 14 11 1 150 16 0 160 4 16 43 2 0 15 1429 16 12 3
split_gain=44.2689 5.49065 4.7639 3.30341 2.77073 1.83547 1.82883 1.55434 1.45633 1.25506 1.10905 0.97283 0.898927 0.698545 0.681242 0.887698 1.41759 0.547588 0.532147 0.490734 0.446805 0.590641 0.439122 0.954386 0.453475 0.438179 0.558079 0.439425 0.432691 0.39758
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.12958500000000003 0.14122000000000004 0.40124500000000002 0.092845000000000025 0.089775000000000008 0.091195000000000012 0.14838000000000004 0.27834500000000006 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 -0.059624999999999991 -0.066689999999999985 -0.075414999999999982 0.022185000000000003 -0.10850999999999998 -0.04890499999999999 0.11177500000000001 -0.074824999999999989 0.040760000000000005 1.0000000180025095e-35 0.40020000000000006 0.093965000000000007 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 22 11 9 28 -4 10 13 12 -3 -1 15 20 -17 -7 -12 -14 -11 -22 24 -24 -2 26 27 -16 -6 -21
right_child=1 5 8 -5 7 17 -8 -9 -10 14 18 -13 19 -15 25 16 -18 -19 -20 29 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014725355637041405 0.00052648167456350019 0.00085189776288138491 0.0013066987165017423 0.00087820125837081921 0.0015581260526589319 0.00072577756973989506 0.0010039390751130841 0.00081093633185978905 0.0008302635292630696 0.0013980288695247881 0.0013676691028411839 0.00035429104139824812 0.00077442426411008917 0.0016915065383407988 0.001129386779219709 0.0013053876265012125 0.00069724904446333063 0.0011499324341615041 0.0010596878440088892 0.0005992213101495826 0.0013889418157470195 0.0011839802617902527 0.0012677600637157971 0.00080783151514161888 0.00083330753533279191 0.001777356876169934 0.0016979154278250303 0.0014830289367868119 0.0012512970867302113 0.00033924121788575078
leaf_weight=1106 31 45 37 45 24 22 41 29 74 537 213 82 24 59 22 56 20 25 24 42 115 102 22 82 46 20 25 35 67 49
leaf_count=1106 31 45 37 45 24 22 41 29 74 537 213 82 24 59 22 56 20 25 24 42 115 102 22 82 46 20 25 35 67 49
internal_value=0 0.000789854 0.00138628 0.0014045 0.0009752 0.000596813 0.00141447 0.00120624 0.000989075 0.00142168 0.00145875 0.000527949 0.000616948 0.00148363 0.00136591 0.00134733 0.00114535 0.000951392 0.00133648 0.000525011 0.00136769 0.0012926 0.000822022 0.000905124 0.00070978 0.00151713 0.00145366 0.00134654 0.00133222 0.000459232
internal_weight=0 590 2531 2420 301 289 2375 120 111 2334 1402 242 160 1165 932 830 76 47 237 115 754 217 181 104 77 102 82 57 91 91
internal_count=3121 590 2531 2420 301 289 2375 120 111 2334 1402 242 160 1165 932 830 76 47 237 115 754 217 181 104 77 102 82 57 91 91
is_linear=0
shrinkage=0.00196078


Tree=3560
num_leaves=31
num_cat=0
split_feature=1 4 2 3 96 12 2 10 133 14 4 15 10 12 44 3 4 4 0 160 1 3 42 3 131 159 12 0 1 4
split_gain=1.88872 0.618032 0.297373 0.245727 0.242942 0.195898 0.195566 0.307659 0.243825 0.240911 0.26133 0.190926 0.196276 0.172697 0.16893 0.200158 0.23488 0.300229 0.173933 0.225897 0.269923 0.484398 0.165489 0.39861 0.182882 0.164987 0.153264 0.201949 0.15263 0.143851
threshold=0.098420000000000021 -0.036839999999999991 0.14019000000000004 0.149315 0.087655000000000025 -1.0000000180025095e-35 0.092235000000000025 0.058500000000000003 0.085635000000000003 -0.22253999999999999 0.51164000000000009 -0.079929999999999987 -0.3960249999999999 -0.087484999999999993 1.0000000180025095e-35 0.090900000000000009 -0.062539999999999984 0.0045450000000000013 -0.075934999999999989 -0.063384999999999983 0.081670000000000006 -0.095524999999999985 -0.080354999999999982 -0.085784999999999986 0.079255000000000006 -0.094234999999999985 0.092465000000000006 -0.033209999999999996 0.10439500000000002 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 4 5 6 -2 7 8 -3 10 -8 12 -4 -14 15 18 -17 -18 29 20 21 -20 23 -21 -24 -23 27 -7 -11 -1
right_child=1 2 11 -5 -6 26 9 -9 -10 28 -12 -13 13 -15 -16 16 17 -19 19 22 -22 25 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018448629545943718 0.010472891308018007 0.017665231467535097 0.016746016386896375 0.0069021509579298181 0.0018403794839978217 0.030849756462418516 0.020944649984853139 0.0074131105043407954 0.0077894967747852211 0.0013533829400936763 0.0072986466729122665 -0.0020419841817783889 -0.001860852361741391 0.0086223840388596398 0.026636846326291565 0.017634805444828875 -0.0014311921782791616 0.01486566415271507 -0.0042883366379620775 0.016635504667647183 0.020218373225631053 0.019790075843532883 0.016667754755345092 0.032959407213188352 0.0068016194965457551 0.0083948775401545897 0.016896384696969215 0.018853876501735714 0.0094536720087663052 0.015672428200889606
leaf_weight=1460 28 150 20 22 25 23 36 54 30 27 23 24 22 55 20 51 20 26 21 52 27 24 310 21 20 27 85 36 168 214
leaf_count=1460 28 150 20 22 25 23 36 54 30 27 23 24 22 55 20 51 20 26 21 52 27 24 310 21 20 27 85 36 168 214
internal_value=0 0.0119145 0.0104032 0.0168534 0.011455 0.0181263 0.0119476 0.0140332 0.0160193 0.0100261 0.015625 0.00594384 0.00791972 0.00562717 0.0174865 0.017406 0.0129614 0.00778007 0.0176041 0.0159715 0.0116916 0.00849401 0.0170229 0.0213314 0.0160698 0.0137573 0.0196144 0.0235302 0.00833209 0.0180937
internal_weight=0 828 634 194 513 172 488 234 180 254 59 121 97 77 2293 2273 97 46 2176 502 99 72 403 73 330 51 144 59 195 1674
internal_count=3121 828 634 194 513 172 488 234 180 254 59 121 97 77 2293 2273 97 46 2176 502 99 72 403 73 330 51 144 59 195 1674
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 49 2 50 40 1 4 1 1 1 15 4 16 12 0 0 1 1 0
split_gain=61.8382 9.9582 5.34286 4.74567 4.04224 3.00957 2.57837 1.95917 2.19032 1.81261 1.6747 1.33034 1.26846 0.892688 0.845782 0.712685 0.697216 0.650871 1.29338 0.608665 0.603645 0.587268 0.58599 0.659943 0.475092 0.471393 0.456946 0.577376 0.448142 0.716951
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.091265000000000013 0.077845000000000011 0.062655000000000016 -0.054984999999999992 -0.090999999999999984 0.041865000000000006 -0.077714999999999992 0.11669000000000002 -0.015039999999999998 0.086455000000000018 0.087135000000000004 0.11910500000000002 -0.089964999999999976 0.42642000000000008 -0.0048099999999999992 0.095780000000000018 -0.23001499999999997 -0.10151999999999999 0.14754500000000001 0.075045000000000014 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 15 -8 -9 11 -4 13 -2 -1 21 -3 22 28 24 -15 -5 26 23 -10 -19 -21 -6 -28 29 -11
right_child=1 4 10 20 14 -7 7 8 16 17 -12 -13 -14 19 -16 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0009696434067982231 0.00078201542845835869 0.00049789422854134625 0.0012716161734124525 0.00076128397238885159 0.00040290375152319304 0.00085736734665522443 0.0011714710630902569 0.0011287061285738852 0.00067689384110089317 0.0013329741070921346 0.00070060682773289188 0.0016743301581838778 0.0012735436490026726 0.0014119502765213578 0.0004745645286321505 0.00016159126385315961 0.00041002407905689595 0.0013184535839162138 0.00087301272848934333 0.00102829718743177 0.00042800445144894377 -0.00020537061240451839 0.00094203629037913148 0.00028057466021953731 0.0011644568475213345 0.001337185789787407 0.00027856062280308077 -0.00018123451213375861 0.0014397740003024163 0.0010790271949494218
leaf_weight=20 24 47 28 48 21 48 30 30 70 264 67 62 127 1030 26 50 74 189 38 20 37 22 22 21 130 378 21 21 105 51
leaf_count=20 24 47 28 48 21 48 30 30 70 264 67 62 127 1030 26 50 74 189 38 20 37 22 22 21 130 378 21 21 105 51
internal_value=0 0.000659969 0.00132473 0.000986806 0.000490445 0.00134327 0.000595428 0.000701808 0.000636877 0.00135347 0.000868904 0.00139307 0.00119542 0.00138102 0.000165093 0.000324542 0.000557974 0.00127652 0.00121496 0.00138679 0.000616209 7.04315e-05 0.000654862 0.000585436 0.0012557 0.00132166 0.000166743 4.86631e-05 0.00132884 0.00129186
internal_weight=0 691 2430 236 455 2335 344 247 217 2287 95 1510 151 1448 111 97 187 777 357 1428 85 85 113 91 319 398 63 42 420 315
internal_count=3121 691 2430 236 455 2335 344 247 217 2287 95 1510 151 1448 111 97 187 777 357 1428 85 85 113 91 319 398 63 42 420 315
is_linear=0
shrinkage=0.00196078


Tree=3562
num_leaves=31
num_cat=0
split_feature=1 4 1 4 2 150 2 0 0 14 15 133 3 4 0 52 0 474 47 15 43 133 0 132 11 132 52 52 49 42
split_gain=1.83733 0.301568 0.274147 0.237182 0.229833 0.210152 0.189787 0.18791 0.184848 0.15468 0.147295 0.145342 0.140612 0.133197 0.224912 0.205571 0.196086 0.178844 0.169887 0.172181 0.166523 0.33 0.227719 0.189987 0.178686 0.160044 0.138731 0.141459 0.1316 0.130802
threshold=0.10920500000000001 0.27287000000000006 0.094385000000000011 -0.16363499999999997 0.25063000000000007 0.084680000000000019 0.14122000000000004 -0.067094999999999988 -0.085034999999999986 0.062655000000000016 0.094035000000000007 0.085355000000000014 0.10299500000000002 0.0052350000000000009 -0.11991499999999998 -0.068719999999999989 -0.097734999999999989 0.079590000000000008 0.079855000000000023 -0.033689999999999991 0.060960000000000007 -0.44023999999999991 -0.082084999999999977 0.13958500000000004 0.079300000000000009 0.11793500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.061079999999999988 0.096235000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -4 -3 -2 9 8 -5 12 -11 -9 13 14 15 -1 -16 18 19 26 23 22 -22 24 25 -18 27 -15 -21 -23
right_child=1 4 3 7 -6 -7 -8 11 -10 10 -12 -13 -14 17 16 -17 20 -19 -20 28 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016736781383278193 0.014048925059939722 0.0085058189981173631 0.018400071372979145 0.011448559032765052 -0.0017372390565772852 0.0080243172575492506 0.010009336894060054 0.0014888870008289814 0.016990337822166371 0.024124628759243275 0.015317115712718205 0.012773693219891616 0.0097919345849418436 0.014238400441681735 0.024030442206665531 0.0041524402499198915 0.017703277815384933 0.0074623784307261999 0.022454957573702843 0.015720699347842201 0.026013756516359506 0.0084644932425706771 0.014321324015812329 0.0080998833335581277 0.009303272038698197 0.026714170640334489 0.016731115365191625 0.0074990179526674408 0.026510307034477595 0.016202060643944048
leaf_weight=27 197 251 89 156 24 82 41 25 98 55 29 21 29 80 43 25 1363 29 33 26 31 74 36 21 25 20 89 51 20 31
leaf_count=27 197 251 89 156 24 82 41 25 98 55 29 21 29 80 43 25 1363 29 33 26 31 74 36 21 25 20 89 51 20 31
internal_value=0 0.00996191 0.0163119 0.0138666 0.00761188 0.0122783 0.0167486 0.0125217 0.0135867 0.0168779 0.0210839 0.00664065 0.0167058 0.0168049 0.0171617 0.0106866 0.0173665 0.0149602 0.0156875 0.0148479 0.0171875 0.0142479 0.0197313 0.0175413 0.0176821 0.0178336 0.0136845 0.0116147 0.0204118 0.0107489
internal_weight=0 554 2567 389 275 279 2178 300 254 2137 84 46 2053 2024 1696 52 1644 328 299 266 1601 172 67 1429 1408 1383 220 131 46 105
internal_count=3121 554 2567 389 275 279 2178 300 254 2137 84 46 2053 2024 1696 52 1644 328 299 266 1601 172 67 1429 1408 1383 220 131 46 105
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 2 1 2 4 52 1 1 2 0 0 151 4 16 160 47 4 48 12 1 52
split_gain=52.4156 9.57394 5.55343 4.20251 3.38771 2.91795 2.01879 1.81292 1.62861 1.32043 1.30411 1.2461 1.05664 1.06661 0.943942 0.679345 0.676943 0.754669 0.685331 0.639231 0.59517 0.547906 0.520558 0.516914 0.51294 0.502468 0.4559 0.663905 0.426705 0.408779
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.089775000000000008 0.09253500000000002 0.14285500000000004 0.42051500000000003 -0.56176499999999996 0.090540000000000023 0.089770000000000016 0.097845000000000015 0.18019500000000002 -0.026509999999999995 -0.088784999999999989 0.038415000000000012 -0.12029499999999999 -1.0000000180025095e-35 0.080455000000000013 0.23246000000000003 0.090720000000000009 0.087075000000000014 0.16175000000000003 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 12 10 25 15 -5 13 -4 -12 -1 18 -18 21 -7 -3 26 -23 -15 -22 -6 27 -16 -14 -10
right_child=1 2 7 11 9 19 -8 -9 29 -11 14 -13 28 23 16 -17 17 -19 -20 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015083458587425646 0.0014713268431040031 0.00099023349199663189 0.00079766451964101458 0.0013233303680001934 0.0014382382642989064 0.0012107813773998815 0.000862181403818615 0.0009318242185153403 0.0015334985315465792 0.00078478320632749204 0.001672378565642152 0.00085487932272732014 0.00037706514921478549 0.00069012040610187772 0.0016546681671975852 0.0013932209133187441 0.00089604758386772508 0.0013417904491664148 0.0010325305824916739 0.00075665027981969561 0.00068822357874250852 0.0014153728657249919 0.0012137215400096213 0.00035339812131466545 0.00098405919384722605 0.0011172543884881961 0.0012953747573340316 0.0014284781785499231 6.217832957941389e-05 0.0018236607709685628
leaf_weight=1081 76 40 52 34 50 22 22 37 28 23 43 61 78 24 57 241 23 40 20 26 169 96 101 65 26 30 79 400 21 56
leaf_count=1081 76 40 52 34 50 22 22 37 28 23 43 61 78 24 57 241 23 40 20 26 169 96 101 65 26 30 79 400 21 56
internal_value=0 0.000814778 0.000733644 0.0014268 0.00090232 0.00144324 0.00145329 0.000527822 0.00145903 0.00119883 0.00144871 0.00102254 0.000465538 0.000574555 0.00138923 0.00148736 0.00137431 0.00117906 0.00139064 0.000964794 0.00077236 0.00140041 0.00131199 0.0004442 0.000727668 0.00131787 0.00143291 0.00145669 0.000310271 0.00172694
internal_weight=0 691 615 2430 338 2335 2287 277 2265 103 2181 95 240 141 859 1322 816 63 753 48 235 733 197 89 195 80 536 457 99 84
internal_count=3121 691 615 2430 338 2335 2287 277 2265 103 2181 95 240 141 859 1322 816 63 753 48 235 733 197 89 195 80 536 457 99 84
is_linear=0
shrinkage=0.00196078


Tree=3564
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 2 47 4 42 11 2 2 4 1 11 43 1 12 1 43 2 0 160 39 2 48 0 3 4 16
split_gain=36.2076 4.80916 4.15191 2.5034 2.40355 2.04573 1.4247 1.37402 1.26751 1.13568 1.12027 0.748587 0.81845 0.667307 0.658498 0.65467 0.570251 0.576628 0.514921 0.467519 0.950357 0.581995 0.466801 0.463896 0.620282 0.437005 0.401147 0.395151 0.387308 0.552446
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.14122000000000004 0.12958500000000003 0.40124500000000002 -0.076394999999999977 1.0000000180025095e-35 0.092120000000000021 0.14838000000000004 0.42051500000000003 0.10124500000000002 0.078340000000000007 -0.20207499999999998 0.086920000000000011 0.085355000000000014 0.14089500000000002 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 -0.075414999999999982 0.084780000000000008 -0.0091949999999999983 0.10184000000000001 -0.23194499999999998 -0.0025099999999999996 0.022185000000000003 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 19 9 11 -6 -4 10 16 12 -3 25 -11 -16 26 -18 -8 21 -21 -2 -14 -10 -25 28 -1 -24 -12 -30
right_child=1 6 8 -5 7 -7 18 -9 23 14 13 -13 22 -15 15 -17 17 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=0.001599292462947322 0.00032851561820473657 0.00072978678455464256 0.0013119124696980447 0.0008078113491271576 0.001216662420177432 0.00084045667248937945 0.0010179330475125177 0.00072654741170782747 0.00054348824831833645 0.0017018595298910453 0.0012648660381400422 0.00031589684493052282 0.0006845986281616101 0.00090133363763837595 0.0010532775234577117 0.0014376425415353702 0.0010809892234939051 0.0012721104760936304 0.00060283352127846548 0.0011119922556290357 0.00071221077145119894 0.00077999946927272243 0.00050991844281100579 0.0006103615538259736 0.0010055152342822594 0.0010437962042131261 0.0013189713220674237 0.00023070468110781089 0.001321115112101244 0.0010837869038768844
leaf_weight=20 21 59 21 45 91 41 27 29 24 30 406 82 23 27 20 115 73 360 20 29 108 23 38 24 42 52 1052 40 54 125
leaf_count=20 21 59 21 45 91 41 27 29 24 30 406 82 23 27 20 115 73 360 20 29 108 23 38 24 42 52 1052 40 54 125
internal_value=0 0.000709566 0.00124896 0.00126597 0.000883028 0.00127465 0.000528902 0.00109822 0.000878146 0.00128227 0.00127034 0.000468231 0.000546302 0.00120326 0.00143909 0.0013807 0.00129994 0.00123989 0.000841295 0.000740361 0.000796836 0.000564519 0.000439117 0.000776934 0.000861823 0.00121605 0.0013242 0.000366732 0.00123137 0.00115538
internal_weight=0 590 2531 2420 301 2375 289 120 111 2334 2169 242 160 664 165 135 1505 433 47 181 137 44 101 90 66 637 1072 78 585 179
internal_count=3121 590 2531 2420 301 2375 289 120 111 2334 2169 242 160 664 165 135 1505 433 47 181 137 44 101 90 66 637 1072 78 585 179
is_linear=0
shrinkage=0.00196078


Tree=3565
num_leaves=31
num_cat=0
split_feature=1 12 1 10 0 10 2 9 1375 43 43 13 4 3 3 0 1 16 150 13 0 3 2 4 4 52 16 52 16 1
split_gain=1.98496 0.52388 0.267093 0.228796 0.265024 0.204547 0.234047 0.194838 0.183553 0.224883 0.219691 0.341745 0.173857 0.163024 0.183434 0.247652 0.227788 0.161322 0.175635 0.159395 0.158762 0.15123 0.233704 0.204865 0.267362 0.185334 0.172937 0.150936 0.190503 0.21767
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 -0.079859999999999987 -0.05208999999999999 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.096099999999999977 -0.069134999999999988 -0.11720999999999999 -0.0079349999999999993 0.053180000000000012 -0.0063699999999999989 0.13524500000000003 -0.26343999999999995 0.093400000000000025 -0.44310499999999992 0.088985000000000009 -0.086134999999999975 -0.23194499999999998 -0.13309499999999996 0.08542000000000001 -0.14098499999999997 -0.42529999999999996 -1.0000000180025095e-35 -0.034884999999999992 -0.090114999999999987 -0.066924999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 -2 6 7 -5 -4 10 -10 -12 21 -11 15 -15 -17 18 -14 -19 -1 22 26 24 -23 -24 -3 -22 -29 -30
right_child=3 12 8 5 -6 -7 -8 -9 9 13 11 -13 17 14 -16 16 -18 19 -20 -21 27 23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.024461423724212433 0.0077420446869355675 0.01970802824944258 0.0030269402777776122 0.007344433337588001 -0.00676521013956517 0.0034176062773137042 0.0082914849220540512 0.017406362722586121 0.018210840444890377 0.0077438083208592927 0.010720188036378074 -0.0018705660702082617 0.020605128231471866 0.0099029780139751507 0.0095832198172023427 0.011967479492779133 0.022660366284636489 0.0074809453949066145 0.010961160771190546 0.014471548600086452 0.019673822111074338 0.016840976047361827 0.01970954832482116 0.017158773666226049 0.0017027118615806102 0.01041102182051098 0.031479648278596312 0.018092905594035983 0.0047829944841765067 0.01614282799343909
leaf_weight=22 34 24 22 27 20 48 169 67 23 30 84 29 69 33 38 27 76 42 26 146 57 28 104 1685 20 27 26 50 37 31
leaf_count=22 34 24 22 27 20 48 169 67 23 30 84 29 69 33 38 27 76 42 26 146 57 28 104 1685 20 27 26 50 37 31
internal_value=0 0.016225 0.0134917 0.00837742 0.00236899 0.00942068 0.0105163 0.0145162 0.0118792 0.012452 0.0093022 0.00748893 0.0169205 0.0145519 0.0157257 0.017442 0.0198574 0.014607 0.0179657 0.0129098 0.0164548 0.0172625 0.020013 0.0169753 0.0105334 0.0177931 0.0258293 0.0154483 0.0134072 0.00996174
internal_weight=0 2756 559 365 54 311 263 94 362 340 136 113 2197 204 174 136 103 283 95 188 197 1914 181 1733 48 131 50 175 118 68
internal_count=3121 2756 559 365 54 311 263 94 362 340 136 113 2197 204 174 136 103 283 95 188 197 1914 181 1733 48 131 50 175 118 68
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 4 42 52 4 457 0 1 11 2 2 1 1 16 1 4 12 50 43 15 39 2 3 0
split_gain=46.5674 8.1098 3.95346 3.35181 2.88647 2.49686 2.02257 1.7145 1.22309 1.20265 1.13587 1.03129 1.07094 0.985121 0.863202 0.707127 1.15688 0.706978 0.682824 0.551098 0.52028 0.496719 0.607557 0.499687 0.547507 0.492204 0.49113 0.724027 0.437032 0.431353
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.042705000000000007 0.27287000000000006 -0.0060199999999999993 1.0000000180025095e-35 0.27044500000000005 0.29113500000000009 -0.07929499999999999 0.12765500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.10855000000000002 0.122715 0.16175000000000003 -0.12029499999999999 0.11910500000000002 -0.49013999999999996 0.08401500000000002 0.083640000000000006 -0.018859999999999998 -0.14809499999999998 0.084780000000000008 -0.0091949999999999983 -0.13309499999999996 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 11 15 -4 10 19 12 14 -9 29 -3 -17 -2 -6 -8 -5 23 28 24 -14 -11 -10 -28 -23 -1
right_child=1 4 8 20 18 -7 9 13 26 25 -12 -13 21 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013106812653493449 0.0013493347775194245 0.00061394333969274121 0.0013990378502005986 0.00092440875784078637 0.00043231022306394214 0.00091680455748000705 0.0013840600831659467 0.00073504581406779422 0.00063467859230992741 0.0016935666752796548 0.00077855585376151906 0.00099521495521861614 0.0011322041045801314 0.00043294593034421698 0.0016796975227925742 0.0011450166419088681 0.00078405996918483496 0.0010067516219996778 3.3430090429736118e-05 0.0011403068342554547 0.00061356789542526939 0.0009172999925292284 0.0013621030135710121 0.0017554270035746384 0.0014927783886866585 0.0013548191666329559 0.00068612390818695225 0.0011616988509309059 0.0013085362970676568 0.0014621912157473621
leaf_weight=77 115 36 22 47 77 41 53 83 23 20 26 21 20 83 68 55 90 29 21 109 37 21 502 21 85 94 20 32 23 1170
leaf_count=77 115 36 22 47 77 41 53 83 23 20 26 21 20 83 68 55 90 29 21 109 37 21 502 21 85 94 20 32 23 1170
internal_value=0 0.000798061 0.00138044 0.00109877 0.000643992 0.00139644 0.00140496 0.000727915 0.000992508 0.00125535 0.001159 0.00142746 0.00143203 0.000583996 0.00146457 0.000859908 0.000920975 0.00128034 0.000346836 0.00122005 0.000787491 0.00136835 0.00134274 0.00147932 0.0014241 0.00141425 0.000873259 0.000978785 0.00112181 0.00145284
internal_weight=0 673 2448 228 445 2351 2310 347 97 302 188 2008 1987 166 1315 181 145 144 98 162 84 672 546 126 105 114 75 52 44 1247
internal_count=3121 673 2448 228 445 2351 2310 347 97 302 188 2008 1987 166 1315 181 145 144 98 162 84 672 546 126 105 114 75 52 44 1247
is_linear=0
shrinkage=0.00196078


Tree=3567
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 2 14 47 0 15 47 14 15 4 1 1 16 50 3 1 3 16 15 49
split_gain=69.1326 8.61276 7.29685 4.4214 4.35477 3.61339 2.56183 2.36832 2.08259 2.15613 1.50676 1.21808 1.21518 0.943043 0.833798 0.949788 0.824641 0.79831 0.794215 0.776614 0.760925 0.700174 0.697233 0.660498 0.642589 0.543789 0.53481 0.676867 0.493287 0.489663
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.053180000000000012 0.11389000000000002 0.076175000000000007 0.091680000000000011 -0.11437499999999999 -0.095244999999999982 0.077555000000000013 0.062655000000000016 0.13592500000000005 -0.046564999999999988 0.12958500000000003 0.122715 0.10994000000000002 0.041865000000000006 0.090900000000000009 0.12000500000000001 -0.13309499999999996 -0.066924999999999985 -0.089964999999999976 -0.085174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 21 8 12 -5 25 20 18 16 14 29 15 -4 17 22 26 -11 -10 -2 24 28 -1 -3 -8 -28 -7 -9
right_child=1 5 6 7 -6 23 10 13 9 19 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016972859292097692 0.0017398201184382035 0.0010130292405770007 0.0019153346033657299 0.0018364781729410448 0.0010352035431994819 0.00059775152808032674 0.0019740814894018037 0.0014413658588651628 0.0017659075385533976 0.0013769969154222338 0.0015777592398389167 0.0013058689002897225 0.0022165983966142828 0.0015497917525003711 0.0019016590684955744 0.0013256109979640203 0.0020754108348207253 0.0021072964866956077 0.0014425160584039191 0.00096411971799369276 0.0012374635683555229 0.0013859012688713511 0.0019233431547910928 0.00086661566127524295 0.0013584661879250648 0.00066837086715800247 0.0018622961183765393 0.0017323798763291009 0.00025670972790522588 0.0011133767234511067
leaf_weight=93 83 24 21 31 74 63 71 21 22 20 139 22 46 31 1170 21 33 20 23 141 20 29 38 26 28 66 295 323 22 105
leaf_count=93 83 24 21 31 74 63 71 21 22 20 139 22 46 31 1170 21 33 20 23 141 20 29 38 26 28 66 295 323 22 105
internal_value=0 0.00105516 0.00180049 0.00156513 0.00140431 0.000894414 0.00184758 0.00134121 0.00100855 0.00111862 0.00176449 0.00174502 0.00190379 0.00124342 0.00189191 0.00162047 0.0017906 0.00173809 0.00180095 0.00101541 0.00151427 0.00164818 0.00169165 0.000593135 0.00161888 0.00076028 0.00181291 0.00179439 0.000509482 0.00116804
internal_weight=0 590 2531 422 186 404 2109 188 293 203 851 234 1258 157 1212 42 212 179 712 161 42 112 159 111 121 90 689 618 85 126
internal_count=3121 590 2531 422 186 404 2109 188 293 203 851 234 1258 157 1212 42 212 179 712 161 42 112 159 111 121 90 689 618 85 126
is_linear=0
shrinkage=0.00196078


Tree=3568
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 2 1 2 11 34 52 4 31 1 1 159 150 48 15 1 1 2 4 14 2 15 1
split_gain=51.8172 8.67795 4.94762 4.01826 2.87838 2.34708 2.08786 1.79732 1.51942 1.42391 1.18744 1.07496 0.955699 0.787751 0.773092 0.656018 0.616058 0.615211 0.614744 0.989814 0.582775 0.576139 0.574298 0.890853 0.663261 0.545633 0.497376 0.433718 0.429304 0.434627
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.14122000000000004 0.12958500000000003 0.27834500000000006 0.27834500000000006 0.090050000000000005 0.077845000000000011 0.14285500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.56176499999999996 0.27834500000000006 -0.077289999999999984 0.091195000000000012 0.14089500000000002 0.082585000000000006 1.0000000180025095e-35 0.083685000000000009 -0.43375999999999998 0.089770000000000016 1.0000000180025095e-35 0.09678500000000001 -0.013514999999999998 -1.0000000180025095e-35 0.11474000000000002 -0.41942499999999994 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 10 8 25 11 -5 12 16 15 -10 -14 -3 -1 -7 19 27 -11 -16 23 -15 -24 -4 -20 -2 -12 -30
right_child=1 5 7 9 -6 17 -8 -9 13 20 28 -13 14 22 21 -17 -18 -19 26 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015488204187776463 0.0011965353874599232 0.00064276179461449437 0.0015279817050450467 0.0014472394539904192 0.00097233586936177165 0.0011975684378380002 0.00090869110798541032 0.00092065465922643941 0.0016966305880366098 0.00067594002055771209 0.00052384108425402806 0.0017905571832670831 0.00097465348250028714 0.0014223997028505546 0.00083326243037275401 0.00016915405110375859 0.0014342698160638779 0.000743842234141102 0.00097378503896442111 0.00077644351629677956 0.0010573375642272474 0.00045655793389458472 0.00095179907977581022 0.001698429772959036 0.0013768009241865156 0.0012719741392922968 0.00060791956202364426 0.00091194250670467768 0.00039633524731970301 5.783424292709313e-05
leaf_weight=1125 50 22 73 28 41 27 23 36 43 24 37 64 36 708 27 23 215 20 20 81 43 37 20 48 48 57 50 35 35 25
leaf_count=1125 50 22 73 28 41 27 23 36 43 24 37 64 36 708 27 23 215 20 20 81 43 37 20 48 48 57 50 35 35 25
internal_value=0 0.000862688 0.001049 0.0014712 0.00148729 0.000603531 0.00149649 0.00130837 0.00150244 0.0010759 0.000525658 0.0015423 0.000637997 0.0014379 0.000744783 0.000400696 0.00153044 0.00100449 0.000866561 0.000931546 0.000920718 0.00061548 0.0014244 0.00143993 0.0012518 0.00141573 0.000712453 0.00107935 0.000357729 0.000255293
internal_weight=0 691 402 2430 2335 289 2294 166 2271 95 242 1404 145 867 100 45 1340 47 236 166 67 64 824 756 68 130 70 85 97 60
internal_count=3121 691 402 2430 2335 289 2294 166 2271 95 242 1404 145 867 100 45 1340 47 236 166 67 64 824 756 68 130 70 85 97 60
is_linear=0
shrinkage=0.00196078


Tree=3569
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 44 1 2 2 2 34 2 1 31 8 4 13 1 475 475 47 4 43 15 52 2 4
split_gain=50.6584 7.99061 5.33535 4.69879 3.0405 2.61801 2.14144 1.75938 1.6481 1.54078 1.33739 1.21281 1.20831 0.810974 0.944759 0.732408 0.713238 0.616692 0.596975 0.626424 0.571475 0.529935 0.670248 0.49758 0.49455 0.483748 0.462008 0.426944 0.400564 0.400017
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.094585000000000016 0.092845000000000025 0.11474000000000002 0.17025000000000004 0.091265000000000013 -1.0000000180025095e-35 0.13404500000000005 0.090540000000000023 -0.077289999999999984 0.08573500000000002 -0.015039999999999998 -0.078279999999999975 0.089770000000000016 -0.088274999999999978 -0.10344499999999998 0.090100000000000013 -0.0070899999999999991 0.064745000000000011 -0.11713499999999999 0.31359500000000001 0.12358500000000001 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 23 6 7 12 11 -5 24 13 15 16 17 21 -4 28 25 -20 26 22 -1 -3 -6 -14 -21 -23 -15 -2
right_child=1 2 8 9 10 -7 -8 -9 -10 -11 -12 -13 18 14 -16 -17 -18 -19 19 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015152820797304926 0.0015149422077571644 0.00073777419386364613 0.00057566055410446964 0.0013063894735800253 0.0015786047141049422 0.00094092627359257538 0.00087002513601499448 0.0017238270324647356 0.0010452356996303572 0.00079763343131620114 0.00077429098511418008 0.00021885386390715477 0.0014547438964888418 0.0010754885789096224 0.00048334191890053165 0.0013726048201562896 8.1829832889018976e-05 0.00052786257915128935 0.0014344800699938524 0.0015209199229375321 0.00094713562617754958 0.0015042272463669888 0.0010137314090103496 0.00099512495942663017 0.0012194075222526279 0.0012776840722679376 0.0012508513178386138 0.0012872869623642342 0.00070937350556692655 0.0012069821844693102
leaf_weight=21 50 192 22 37 20 41 25 85 22 60 23 52 337 27 85 248 23 23 111 28 21 1119 20 34 56 72 187 36 20 24
leaf_count=21 50 192 22 37 20 41 25 85 22 60 23 52 337 27 85 248 23 23 111 28 21 1119 20 34 56 72 187 36 20 24
internal_value=0 0.000807195 0.000732099 0.00141461 0.000902014 0.00143206 0.00144078 0.00144703 0.000530558 0.000991695 0.00118856 0.000485625 0.00143633 0.000554986 0.000622262 0.00146958 0.000323258 0.00079095 0.00137282 0.001313 0.00125587 0.00148969 0.00127062 0.000776491 0.00131393 0.00142357 0.00128602 0.00149747 0.000919695 0.00141506
internal_weight=0 673 599 2448 325 2351 2310 2285 274 97 99 252 2200 200 155 1444 45 70 756 347 236 1196 41 226 76 409 215 1155 47 74
internal_count=3121 673 599 2448 325 2351 2310 2285 274 97 99 252 2200 200 155 1444 45 70 756 347 236 1196 41 226 76 409 215 1155 47 74
is_linear=0
shrinkage=0.00196078


Tree=3570
num_leaves=31
num_cat=0
split_feature=1 3 124 4 1 2 4 42 47 14 2 16 2 15 159 52 49 52 1 2 52 15 150 2 43 1 1 133 0 12
split_gain=46.511 7.63135 4.0594 3.31244 2.68765 2.63911 1.82316 1.80101 1.75468 1.57818 1.08358 0.83593 0.770807 0.921816 0.732851 0.699216 0.710508 0.658204 0.819284 0.944866 0.656783 0.572676 0.549158 0.559701 0.537504 0.496935 0.443351 0.446959 0.410335 0.413237
threshold=0.104035 -0.059315 -0.076779999999999987 0.27834500000000006 0.11690500000000002 0.13404500000000005 0.27834500000000006 -0.0060199999999999993 0.085505000000000012 0.062655000000000016 0.089775000000000008 -0.061854999999999993 0.14838000000000004 1.0000000180025095e-35 0.082585000000000006 -0.52606999999999993 -0.054984999999999992 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.12354000000000001 -0.40580499999999992 1.0000000180025095e-35 0.11474000000000002 -0.080324999999999994 0.087135000000000004 0.13075500000000004 -1.0000000180025095e-35 0.18019500000000002 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 14 6 9 -1 12 10 25 -10 13 20 22 -2 -17 -12 28 -20 -6 -14 23 -3 -9 -4 27 -5 29 -19
right_child=1 4 5 26 8 -7 -8 24 11 -11 17 -13 21 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013815359910037005 0.0015134596011313307 0.0011974571011454812 0.0015189501067554526 0.00070239916350858518 0.00043568863064870767 0.0010036905147448305 0.00090188576695434557 0.00098221106183038606 0.00069101783266384362 0.0017311827247186791 0.0016406522281518876 0.0011225278898864901 0.00052927230383516852 0.00094777775860096993 0.00066510395774515912 0.00091640508987686844 0.0013142904116972987 0.0014570734668630492 0.00087160344777348776 0.0013614659062673577 0.00078528453798838813 0.00017830939011066749 0.00083628934653902777 0.00081817887299089759 0.00060229512087589066 0.0014359897924470756 0.00061128110217015729 0.0010519293863129652 0.0011331061467382253 0.0013618385710938931
leaf_weight=40 49 52 923 22 88 49 22 41 45 85 43 28 33 23 38 22 80 425 24 41 27 39 61 21 22 397 24 39 20 298
leaf_count=40 49 52 923 22 88 49 22 41 45 85 43 28 33 23 38 22 80 425 24 41 27 39 61 21 22 397 24 39 20 298
internal_value=0 0.000860548 0.00143706 0.00114666 0.000712145 0.00145393 0.00146361 0.00105614 0.00059466 0.00146909 0.00145883 0.000856529 0.00050363 0.000589436 0.000905448 0.00132095 0.00122847 0.00140427 0.00139169 0.00118059 0.000517768 0.000339167 0.000973606 0.00108835 0.000849542 0.001494 0.000837044 0.000925869 0.00141016 0.00141782
internal_weight=0 691 2430 236 455 2327 2278 103 283 2256 2171 73 210 138 172 151 102 851 808 65 115 72 134 73 63 1320 85 61 743 723
internal_count=3121 691 2430 236 455 2327 2278 103 283 2256 2171 73 210 138 172 151 102 851 808 65 115 72 134 73 63 1320 85 61 743 723
is_linear=0
shrinkage=0.00196078


Tree=3571
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 10 4 2 124 42 123 15 14 15 483 2 2 49 1 3 2 1428 2 11 15 15 43 1209 3 12
split_gain=3.10385 0.66582 0.396685 0.38897 0.291201 0.273207 0.250181 0.239853 0.231742 0.178889 0.160003 0.158797 0.141633 0.164374 0.132151 0.134221 0.278054 0.159537 0.152462 0.1394 0.133373 0.13129 0.142156 0.14049 0.129241 0.283011 0.217407 0.207808 0.175856 0.167197
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 -0.062879999999999978 0.41257000000000005 0.14122000000000004 -0.076779999999999987 -0.0060199999999999993 0.11679000000000002 -0.43375999999999998 0.062655000000000016 0.094035000000000007 0.086010000000000017 -1.0000000180025095e-35 0.10381000000000001 0.0093850000000000027 0.13559000000000002 -0.0087149999999999988 0.11682500000000001 0.094820000000000015 0.11411 0.084110000000000004 0.040760000000000005 0.081070000000000017 -0.51144999999999985 0.091045000000000001 -0.079594999999999985 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 10 7 -4 21 8 9 -1 14 -8 24 -14 15 19 -17 18 -18 -3 -16 22 23 -2 26 -26 -10 28 29 -28
right_child=1 2 5 -5 -6 -7 11 -9 12 -11 -12 -13 13 -15 20 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.020530703931282729 0.017287870447123141 0.01141323442803696 -0.0053298856841311575 0.025492810364812615 0.0086675110654058779 0.0075379111719402403 0.015773198287049151 0.012643070091925016 0.009592912612216814 0.011571316646754546 0.002471507336013019 0.0056869920349089187 0.028065838958494939 0.019042503935369579 0.022293159724424846 0.020566122578174778 0.013567469605803489 0.0055661908690223198 0.0041638692095875745 0.0023539183357956287 0.011281865064732055 0.025524521425366403 0.010970366742605202 0.025202147543815702 0.032189176377394928 0.02096873404219473 0.021505591743952945 0.010454241498170988 0.018516409849331759 0.014985626565092908
leaf_weight=39 99 35 21 20 22 77 37 41 21 52 20 27 52 33 22 33 125 47 20 33 22 25 26 29 23 993 619 23 443 42
leaf_count=39 99 35 21 20 22 77 37 41 21 52 20 27 52 33 22 33 125 47 20 33 22 25 26 29 23 993 619 23 443 42
internal_value=0 0.0126267 0.0104486 0.011922 0.0201197 0.00478053 0.0168842 0.0202255 0.0203584 0.0154111 0.0111617 0.0115181 0.0205585 0.0245627 0.0116774 0.0109101 0.0120867 0.0106293 0.0122704 0.0070168 0.0167875 0.0188028 0.0177116 0.0190809 0.0204013 0.0212227 0.0196742 0.0198621 0.0200581 0.0210913
internal_weight=0 718 475 377 2403 98 243 2381 2340 91 357 64 2249 85 337 293 225 192 145 68 44 179 154 128 2164 1016 1148 1127 1104 661
internal_count=3121 718 475 377 2403 98 243 2381 2340 91 357 64 2249 85 337 293 225 192 145 68 44 179 154 128 2164 1016 1148 1127 1104 661
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=31
num_cat=0
split_feature=1 3 1 45 4 10 402 2 12 12 12 150 2 39 13 12 2 15 42 158 15 43 483 0 13 43 49 475 475 475
split_gain=2.51412 0.539314 0.321315 0.315508 0.235873 0.221298 0.210756 0.200322 0.187624 0.367169 0.144936 0.211157 0.208419 0.204339 0.17456 0.224758 0.143963 0.171217 0.166974 0.13793 0.14857 0.143284 0.149642 0.155299 0.133684 0.132094 0.131459 0.145398 0.257753 0.205701
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.094030000000000016 0.40124500000000002 -0.062879999999999978 0.086055000000000006 0.092120000000000021 0.10673000000000001 0.11650500000000001 0.080890000000000017 0.083555000000000004 0.11362000000000001 0.093755000000000019 -0.082199999999999981 0.087005000000000013 0.13712500000000002 0.013270000000000002 -1.0000000180025095e-35 0.08673500000000002 -0.091964999999999977 -0.011244999999999998 -0.086029999999999981 -0.085669999999999982 -0.084319999999999992 -0.072864999999999985 0.11560500000000001 -0.088274999999999978 -0.10344499999999998 -0.084169999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 16 7 -4 8 19 25 -10 11 12 13 -9 15 -12 17 18 -3 26 -21 22 -22 -24 -23 -2 27 28 -1 -29
right_child=1 2 5 -5 -6 -7 -8 10 9 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 20 21 24 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.02002327593010185 0.014940593674980913 0.017739685216488745 -0.0047968973494356588 0.022952092653431466 0.0078007601037494503 0.0067841201095370125 0.0056204451106688274 0.019309957771286093 0.0041088665224378934 0.020673267583808174 0.030543288468616082 0.0062826212435201914 0.0082016792084122526 0.008305883007706143 0.016725426071342121 0.01911296803388346 0.0060497655828940988 0.017713984381407501 0.0092755240320014625 0.028035241886973386 0.024485836597159506 0.030064743397418749 0.019967121218602793 0.008705362983047962 0.019727286751028791 0.020565565801059296 0.012003603852353991 0.023281649970966909 0.0059005359032501779 0.018546164152038844
leaf_weight=28 83 26 21 20 22 77 21 108 32 23 20 27 29 20 474 123 72 34 225 30 20 22 24 25 29 84 30 99 24 1249
leaf_count=28 83 26 21 20 22 77 21 108 32 23 20 27 29 20 474 123 72 34 225 30 20 22 24 25 29 84 30 99 24 1249
internal_value=0 0.011364 0.00940372 0.0107298 0.0181077 0.00430247 0.0151958 0.018203 0.0161016 0.0110358 0.0169147 0.0144515 0.0158563 0.0175906 0.0176493 0.0207116 0.0100451 0.0110544 0.0101523 0.018856 0.0217409 0.0201673 0.0171965 0.0142213 0.0241866 0.0177699 0.0185534 0.0186938 0.0135051 0.0188939
internal_weight=0 718 475 377 2403 98 243 2381 222 55 801 184 157 128 617 143 357 285 251 1580 150 120 69 49 51 167 1430 1400 52 1348
internal_count=3121 718 475 377 2403 98 243 2381 222 55 801 184 157 128 617 143 357 285 251 1580 150 120 69 49 51 167 1430 1400 52 1348
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=31
num_cat=0
split_feature=1 52 3 123 0 2 0 133 156 15 160 10 12 2 45 3 4 48 40 43 133 12 131 49 3 1451 51 51 484 51
split_gain=2.04085 0.477768 0.318917 0.212938 0.204098 0.191118 0.380653 0.2218 0.198915 0.214545 0.22108 0.180848 0.179603 0.216244 0.170712 0.203755 0.241419 0.21197 0.169313 0.189776 0.136488 0.151234 0.198669 0.133491 0.176672 0.154004 0.162706 0.248271 0.561154 0.305236
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 0.083805000000000004 0.22582000000000002 1.0000000180025095e-35 -0.019414999999999998 -1.0000000180025095e-35 0.096220000000000014 1.0000000180025095e-35 1.0000000180025095e-35 -0.086389999999999981 -0.42850999999999995 0.15950500000000004 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.016865000000000002 -0.063404999999999989 -0.070064999999999975 0.0068000000000000014 0.10061500000000002 0.089915000000000009 0.11560500000000001 -0.076514999999999986 0.089825000000000002 -0.11063499999999998 -0.090529999999999985 0.073690000000000019 -0.085384999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 11 6 20 -7 9 10 -9 -1 -4 -14 15 23 -17 -18 19 -5 21 22 -3 25 -25 26 -13 28 -28 -29
right_child=1 2 12 18 -6 7 -8 8 -10 -11 -12 14 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0069395420723594725 0.016996782984063829 0.028244431082297256 0.01053118982734824 0.0069610711364784155 0.0065062354008356737 0.0026325527080593423 0.0047975647903513163 0.0099111973045393834 0.020372706243679636 0.0010770870777575866 0.021234908285550774 0.02045608589814446 0.0051445273869141044 -0.0064991864841431385 0.024879751044015089 0.016139750783481906 -0.00017781942758871163 0.01371819419520242 -0.001334276688285172 0.017515229941345752 0.01040108782472089 0.013573521347579493 0.016511238877090714 0.016950241331424979 0.0091935976975682111 0.024440043100800654 0.018445100313560527 0.024728173121769469 -0.0016511928600569565 0.016482055144865799
leaf_weight=20 93 27 35 115 21 36 32 125 21 23 20 109 58 22 24 62 23 21 20 20 24 34 31 63 55 26 33 46 24 1858
leaf_count=20 93 27 35 115 21 36 32 125 21 23 20 109 58 22 24 62 23 21 20 20 24 34 31 63 55 26 33 46 24 1858
internal_value=0 0.0102974 0.00932846 0.0103678 0.0163212 0.0116624 0.0144534 0.00982653 0.0111968 0.0100498 0.0114731 0.0164084 0.00455645 0.00194251 0.0164892 0.0164024 0.0121194 0.00645437 0.00725253 0.00852465 0.017117 0.018869 0.0219732 0.0166074 0.0133349 0.0167917 0.0166956 0.0164866 0.0099835 0.0166813
internal_weight=0 736 643 528 2385 373 148 225 189 168 145 2364 115 80 2344 2320 106 44 155 135 116 92 58 2214 118 2096 2070 1961 57 1904
internal_count=3121 736 643 528 2385 373 148 225 189 168 145 2364 115 80 2344 2320 106 44 155 135 116 92 58 2214 118 2096 2070 1961 57 1904
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=31
num_cat=0
split_feature=1 4 457 3 2 2 4 39 14 49 52 472 151 14 13 10 16 123 13 0 16 4 4 2 132 130 52 4 15 402
split_gain=1.67054 0.497438 0.338002 0.255121 0.210383 0.188414 0.293055 0.175622 0.175562 0.16503 0.132474 0.130256 0.128897 0.143333 0.174132 0.161657 0.136315 0.126661 0.140105 0.12416 0.167348 0.122 0.175548 0.117403 0.115261 0.184715 0.183714 0.418851 0.16473 0.134505
threshold=0.096325000000000008 0.26790000000000008 0.079590000000000008 -0.12018999999999998 0.25063000000000007 0.10644500000000001 -0.07168999999999999 0.093755000000000019 0.062655000000000016 0.14321000000000003 0.12492500000000002 -1.0000000180025095e-35 0.050660000000000004 -0.45687499999999998 -0.0075049999999999987 0.10223 -0.4179199999999999 0.085215000000000013 -0.0044799999999999987 -0.076899999999999982 -0.29154999999999992 -0.37944499999999992 -0.074729999999999977 0.14445500000000003 -0.014134999999999998 0.10923000000000001 0.047850000000000011 -0.080364999999999978 0.084735000000000019 0.095250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 11 10 8 -7 9 24 21 12 -2 13 14 -3 16 -15 18 -4 20 -8 -5 -23 -18 25 26 -1 28 -28 -26
right_child=1 4 17 7 -6 6 19 -9 -10 -11 -12 -13 -14 15 -16 -17 23 -19 -20 -21 -22 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.014865324043979248 0.012922284779999633 0.0061748320600159019 -0.0020751646852919035 0.018510404500578132 -0.0023231479649742444 0.0028641190411972592 0.015361498486017809 0.0057354396426766785 0.019699430272841535 0.0046544950025585981 0.013710556781540316 0.021118979792090806 0.013160108874684998 0.007561481774057255 0.017999932896345855 -0.0024081172908794277 -0.0036085567631137872 0.011858928212049334 0.0080207751546469003 0.014622075256805769 0.002854152949040999 0.005019213018628458 0.013109612759578193 0.0066298055595585288 0.014426298493931108 0.010890596685509847 0.021683515203387842 0.033592155609618535 0.012158774489847323 0.017408693806196206
leaf_weight=75 33 33 28 35 24 29 20 46 83 26 30 47 28 129 20 27 24 22 27 190 23 30 253 21 1514 38 46 22 30 168
leaf_count=75 33 33 28 35 24 29 20 46 83 26 30 47 28 129 20 27 24 22 27 190 23 30 253 21 1514 38 46 22 30 168
internal_value=0 0.00972734 0.0115876 0.0125937 0.00669894 0.0148638 0.012344 0.0115385 0.0151979 0.0123145 0.00739295 0.0177378 0.00672086 0.00601103 0.0106371 0.00479121 0.00590834 0.00544614 0.00288102 0.0135239 0.00867152 0.0129408 0.012252 0.00116935 0.0150006 0.0172037 0.0185904 0.0214411 0.0179237 0.0147242
internal_weight=0 883 547 470 336 2238 262 390 1976 344 312 80 282 254 53 201 174 77 55 233 43 318 283 45 1893 211 173 98 76 1682
internal_count=3121 883 547 470 336 2238 262 390 1976 344 312 80 282 254 53 201 174 77 55 233 43 318 283 45 1893 211 173 98 76 1682
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=31
num_cat=0
split_feature=1 9 2 0 124 3 12 14 14 44 0 1 3 149 11 2 34 2 4 15 4 50 0 50 475 159 0 151 391 159
split_gain=1.36089 0.34634 0.32604 0.253453 0.228643 0.227864 0.211283 0.178116 0.165304 0.167444 0.180892 0.284113 0.363744 0.172593 0.386026 0.16169 0.156199 0.19311 0.153267 0.167553 0.138476 0.159224 0.252947 0.156855 0.167604 0.151274 0.167635 0.130495 0.129593 0.11609
threshold=0.11690500000000002 -1.0000000180025095e-35 0.10252500000000002 -0.13843999999999998 -0.085959999999999995 0.30112000000000005 -0.42850999999999995 -1.0000000180025095e-35 0.054835000000000009 1.0000000180025095e-35 -0.13027499999999997 0.083135000000000014 -0.0037349999999999996 0.078320000000000015 0.076560000000000003 -0.090999999999999984 -0.021334999999999996 0.121465 -0.04890499999999999 -0.089964999999999976 0.033845000000000007 0.10883000000000001 -0.099059999999999995 0.11318500000000002 -0.082549999999999998 -0.46409499999999998 -0.083914999999999976 -0.029339999999999995 -0.077824999999999991 0.097885000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 7 -1 16 -7 -4 9 10 11 -3 -13 14 15 -12 -2 -18 -19 -20 21 22 -17 -23 -25 -26 -27 -14 -24 -8
right_child=5 2 3 -5 -6 6 29 -9 -10 -11 13 12 27 -15 -16 20 17 18 19 -21 -22 23 28 24 25 26 -28 -29 -30 -31
leaf_value=0.011224967055022718 0.0024099837555441751 0.016393576372157489 0.016200767466798424 0.012141626127565263 -0.0035315586098780237 0.0088692208204199287 -0.0038189856319645931 0.0060739877492640964 0.017825823456380167 0.02228047974141581 0.0067953547462821012 -0.0050163519611074172 0.016665052792523057 0.021473441279872701 0.003308486908271506 0.023304268873518247 0.012268769477868417 0.01469230341113871 0.0072106733410085624 -0.0017061707494711435 0.010784139147290261 0.0061826994374353933 0.021309515869244934 0.020929117898710752 0.018449865452324351 0.0045792897172176683 0.013288657695931547 0.006304429207117327 0.014045586394575954 0.0049478884664890567
leaf_weight=21 43 38 20 441 21 34 44 132 88 21 34 22 20 27 37 31 102 20 96 27 144 46 25 22 24 39 51 31 1397 23
leaf_count=21 43 38 20 441 21 34 44 132 88 21 34 22 20 27 37 31 102 20 96 27 144 46 25 22 24 39 51 31 1397 23
internal_value=0 0.0128575 0.0129982 0.0109279 0.0038467 0.00653565 0.00244871 0.00740646 0.0135836 0.0133978 0.013304 0.00938139 0.00573121 0.0135359 0.0134201 0.0136265 0.00796892 0.00894457 0.00657346 0.00525332 0.013757 0.0140188 0.0143681 0.0112305 0.0129379 0.0113957 0.0095146 0.0103674 0.0141733 -0.000809462
internal_weight=0 2732 2690 593 42 389 101 152 2097 2009 1988 111 73 1877 1850 1813 288 245 143 123 1779 1635 1453 182 136 114 90 51 1422 67
internal_count=3121 2732 2690 593 42 389 101 152 2097 2009 1988 111 73 1877 1850 1813 288 245 143 123 1779 1635 1453 182 136 114 90 51 1422 67
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 11 15 47 0 47 49 51 51 1 2 160 0 49 1 151 14 12 159 1
split_gain=43.3792 5.92957 4.92682 4.5961 2.63362 2.10246 1.81518 1.6122 1.43204 1.20737 1.10255 0.843982 0.695315 0.667678 0.667526 0.65729 0.638004 0.599395 0.604874 0.587563 0.54067 0.510842 0.941481 0.469992 0.684958 0.599875 0.46019 0.449631 0.445706 0.429257
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.09141500000000001 0.40124500000000002 -0.16363499999999997 0.11389000000000002 0.033845000000000007 1.0000000180025095e-35 0.040760000000000005 0.091680000000000011 -0.13027499999999997 0.077555000000000013 0.12595000000000003 -0.11559499999999999 -0.033649999999999992 0.16175000000000003 0.14019000000000004 -0.025879999999999997 -0.062764999999999974 -0.066019999999999981 0.10089500000000001 -0.08212499999999999 -0.46413499999999996 0.093965000000000007 0.084250000000000005 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 9 19 11 27 -6 15 16 14 29 23 -4 17 21 -1 -19 -3 26 22 -8 24 -10 -25 -2 -5 -28 -13
right_child=1 5 6 7 8 -7 10 -9 13 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0015507300493280336 0.0010532114825217553 0.00047186215316199988 0.0010662141697956066 0.0015530042788561653 0.0013676498001023117 0.00093274891926254397 0.0013235474753354841 0.0008201952078515267 0.001186379099150136 0.00085696566722533413 0.0011714101525242713 0.0016543417453181509 0.0017948590152616381 0.0011642765039360124 0.0014275648528572367 0.001593835275582593 0.001056185420453765 0.00095749202677432223 0.0012971306007518932 0.00015970747722596871 0.00049207660924023653 0.0013924645905067272 0.00086680280154242235 0.0009572867205853877 0.00074349550815189583 0.00059237039915119956 0.00081250456735503928 0.0012470025718942577 0.00059799782582812318 0.0012615665799770616
leaf_weight=29 21 164 20 24 31 38 131 33 29 22 160 20 44 31 1139 33 27 24 126 27 29 525 20 29 25 43 120 80 54 23
leaf_count=29 21 164 20 24 31 38 131 33 29 22 160 20 44 31 1139 33 27 24 126 27 29 525 20 29 25 43 120 80 54 23
internal_value=0 0.00075834 0.00134874 0.0009149 0.00115534 0.000511537 0.00138744 0.0011978 0.000982528 0.00129418 0.00131832 0.00143531 0.00162157 0.000906485 0.00142133 0.00133956 0.00135175 0.00129268 0.00124279 0.000427736 0.000741875 0.00136356 0.00126305 0.000843061 0.00098134 0.000739351 0.000779025 0.00131762 0.000745934 0.00144425
internal_weight=0 590 2531 361 422 229 2109 137 188 234 863 1246 87 157 1159 212 703 179 150 191 224 676 151 126 54 72 195 104 174 43
internal_count=3121 590 2531 361 422 229 2109 137 188 234 863 1246 87 157 1159 212 703 179 150 191 224 676 151 126 54 72 195 104 174 43
is_linear=0
shrinkage=0.00196078


Tree=3577
num_leaves=31
num_cat=0
split_feature=1 1 1 15 9 457 49 16 2 2 12 9 52 3 147 12 1452 482 1209 1213 39 43 16 15 1429 3 3 42 157 3
split_gain=1.30361 0.316798 0.215284 0.211202 0.17859 0.212919 0.232384 0.169235 0.151665 0.147052 0.128326 0.172356 0.127135 0.125524 0.12463 0.130461 0.183457 0.186142 0.157318 0.163986 0.167184 0.250296 0.143771 0.245675 0.35676 0.19018 0.182999 0.158169 0.139087 0.210071
threshold=0.11690500000000002 0.094385000000000011 0.16773500000000005 -0.085319999999999993 -1.0000000180025095e-35 0.060310000000000009 -0.074429999999999982 0.058835000000000005 0.14122000000000004 0.13622000000000004 0.11734000000000001 0.099965000000000012 -0.11592499999999999 0.11296500000000002 0.089365000000000014 0.086700000000000013 0.091225000000000014 0.089925000000000019 0.087170000000000011 0.11395000000000001 0.10076500000000001 -0.10603999999999998 0.0028900000000000006 -0.07490999999999999 0.084930000000000019 -0.11171999999999999 -0.086049999999999988 0.090470000000000009 -0.090294999999999986 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 -3 -5 6 -6 10 13 12 11 -2 -9 14 15 16 17 18 19 20 21 -1 -17 -24 25 -25 -27 -28 -23 -30
right_child=2 3 -4 4 5 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 28 23 24 -26 26 27 -29 29 -31
leaf_value=0.021041996320908023 0.0057604937864622723 0.0079932870789939034 -0.0030375992393364081 0.0028213912621140483 0.021631185495061801 0.0062006318848580122 0.012552349441876352 0.0098064896809618649 0.0070527512443865226 0.0038864481303354965 0.011683737918065163 -0.0037123313395395169 0.018970618668633202 0.005499655090361124 0.0070758567628217868 0.013313830966142312 0.023558764532208443 0.0054162831414335724 0.0208140549948439 0.0051135232823435219 0.0058992389731271112 0.019976003045165863 0.01572974902826051 -0.00070494047055641819 0.020102217673467329 0.0141121169552207 0.0020551550567163052 0.0095000747006195475 0.0059011418838053947 0.014100560921287732
leaf_weight=55 225 220 23 20 32 45 237 41 41 23 32 21 24 21 32 952 21 24 36 20 23 37 75 24 26 47 45 78 33 588
leaf_count=55 225 220 23 20 32 45 237 41 41 23 32 21 24 21 32 952 21 24 36 20 23 37 75 24 26 47 45 78 33 588
internal_value=0 0.0125342 0.00634683 0.0103991 0.0119837 0.0125673 0.0136324 0.00693656 0.0130773 0.0107585 0.00572673 0.00495184 0.0131902 0.0131929 0.0132692 0.0133643 0.0143301 0.0140926 0.0143555 0.0140479 0.0142907 0.0145614 0.0127161 0.0107872 0.00910226 0.00762803 0.00880445 0.00677632 0.0140197 0.0136648
internal_weight=0 2732 389 554 334 314 269 366 2178 88 278 246 65 2137 2116 2084 837 816 792 756 736 713 1247 295 220 194 170 123 658 621
internal_count=3121 2732 389 554 334 314 269 366 2178 88 278 246 65 2137 2116 2084 837 816 792 756 736 713 1247 295 220 194 170 123 658 621
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 42 2 2 1 457 34 2 47 3 31 2 481 4 4 131 2 475 52 43 131 4
split_gain=48.3521 8.25481 5.13598 4.25527 3.28334 2.14573 1.81572 1.60936 1.4987 1.29846 1.11831 0.998815 0.970706 0.851094 0.818317 0.81702 0.627211 0.596719 0.588641 0.543953 0.558155 0.538883 0.512644 0.499958 0.551628 0.496504 0.47195 0.440387 0.422653 0.415155
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 -0.076394999999999977 0.14122000000000004 0.14285500000000004 0.089770000000000016 0.080930000000000016 -1.0000000180025095e-35 0.090425000000000019 0.090100000000000013 -0.088784999999999989 -0.077289999999999984 0.089005000000000015 -0.0066299999999999996 -0.0070899999999999991 0.27834500000000006 0.082750000000000004 0.31358000000000003 -0.07550999999999998 0.40674500000000008 -0.08595499999999999 0.09031500000000002 -0.080364999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 16 6 12 11 21 -5 13 14 19 25 18 17 27 -14 -4 26 -21 -6 -16 24 -13 -7 -1 -3 -2 -19
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 23 15 -15 22 -17 -18 29 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014315077713882986 0.0014850145100950448 0.00040987935083944472 0.00053587653433469099 0.0013782970342927732 0.0015467652678489686 0.0014667501184528419 0.0016800360407862424 0.00087457623401487026 0.00069922520163749288 0.00082900240889044788 0.00092904749618142148 0.00029308992524991283 0.0010852241689173526 0.00089403123805654658 0.00082966277898544917 0.00097607928083751267 0.00095345974097408638 0.0016098124306408966 8.7248835353798465e-05 0.0015235609858413864 0.001324296417057667 0.0011718139970669894 0.00052570826911131218 0.00054473919396781742 -8.3722673886108627e-05 0.0012621664268053956 0.0011472632131918007 0.00069949370006512157 0.0011694638425228643 0.0013218607954942109
leaf_weight=953 47 23 22 21 20 53 79 34 23 78 41 59 39 22 32 31 34 21 23 61 474 56 64 20 20 327 23 165 25 231
leaf_count=953 47 23 22 21 20 53 79 34 23 78 41 59 39 22 32 31 34 21 23 61 474 56 64 20 20 327 23 165 25 231
internal_value=0 0.000748383 0.000672503 0.00134375 0.000840811 0.00136049 0.00138898 0.000475324 0.00113777 0.000945519 0.00123753 0.000418763 0.00137644 0.00126899 0.000524756 0.00127869 0.000708384 0.00131093 0.000306578 0.00139727 0.00134702 0.00127049 0.000627026 0.000267804 0.000197694 0.0012907 0.00142481 0.000664062 0.00137545 0.00134586
internal_weight=0 667 595 2454 321 2355 1912 274 99 99 443 240 1833 402 141 322 222 291 45 1511 535 76 96 99 79 380 976 188 72 252
internal_count=3121 667 595 2454 321 2355 1912 274 99 99 443 240 1833 402 141 322 222 291 45 1511 535 76 96 99 79 380 976 188 72 252
is_linear=0
shrinkage=0.00196078


Tree=3579
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 42 2 2 47 14 11 1 3 124 43 4 43 1 0 1 12 14 3 16 16 42 12 52
split_gain=58.0834 9.42713 5.96958 4.58439 3.57431 3.3666 2.37124 1.82056 1.57312 1.49851 1.41649 1.36173 1.26233 0.943816 0.92341 0.823626 0.799785 0.629283 0.625837 0.611674 0.855043 0.598342 0.555638 0.574042 0.482248 0.461563 1.204 0.550971 0.460317 0.459103
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089775000000000008 -0.0060199999999999993 0.13754500000000003 0.11474000000000002 0.13082500000000002 0.062655000000000016 1.0000000180025095e-35 0.15471500000000002 -0.11171999999999999 -1.0000000180025095e-35 -0.095049999999999982 -0.0073899999999999999 -0.080554999999999974 0.085345000000000018 -0.098289999999999975 0.086455000000000018 0.11472500000000001 -0.45687499999999998 0.42240500000000009 0.013515000000000001 0.083160000000000026 0.086555000000000007 0.095780000000000018 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 -3 6 11 -1 12 -6 13 19 14 22 16 18 -8 -16 -9 25 -21 28 23 -4 -15 -5 -27 -28 -19 -25
right_child=1 2 10 5 9 -7 8 15 -10 -11 -12 -13 -14 24 17 -17 -18 21 -20 20 -22 -23 -24 29 -26 26 27 -29 -30 -31
leaf_value=0.0013436281531840481 0.00141382079698353 0.0007194662496527248 0.0007395729635182131 0.0015183242264616449 0.001284429343668435 0.00062701598622416166 0.0014178848419995867 0.00090907940385388385 0.00096072679144692098 0.00074339755649255595 0.00082553136989150524 0.0017751769305152051 0.0016131884786261231 0.00034123821932749421 0.0014180546816557158 0.0011765037746470999 0.00092635616754032984 0.0013929040706030316 0.00049107034562849525 0.0011543453216167588 0.0014423947563566137 0.0010105380599989609 0.00077300101490804349 0.00033271581920709504 -7.1021391845801286e-05 0.00095881488222896664 0.0016192050229490191 0.0012280672101997862 0.0012321120929010743 0.00058104323878715167
leaf_weight=56 76 231 21 782 81 20 20 40 37 26 37 60 77 24 419 27 35 167 21 44 398 25 21 116 20 21 45 20 116 38
leaf_count=56 76 231 21 782 81 20 20 40 37 26 37 60 77 24 419 27 35 167 21 44 398 25 21 116 20 21 45 20 116 38
internal_value=0 0.000762325 0.000681815 0.00140658 0.000856698 0.00142796 0.00143503 0.00106725 0.0013566 0.00115296 0.000468421 0.00148632 0.00137365 0.000413367 0.00135006 0.000891378 0.00110509 0.00136859 0.000765175 0.0014731 0.00141372 0.00130131 0.000471626 0.000435461 0.000153847 0.00150333 0.00136698 0.00149885 0.001327 0.000393991
internal_weight=0 691 615 2430 338 2286 2266 144 896 107 277 1370 859 240 782 88 55 727 61 1310 442 308 196 175 44 868 86 65 283 154
internal_count=3121 691 615 2430 338 2286 2266 144 896 107 277 1370 859 240 782 88 55 727 61 1310 442 308 196 175 44 868 86 65 283 154
is_linear=0
shrinkage=0.00196078


Tree=3580
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 9 10 40 4 0 133 12 43 2 3 16 123 11 43 2 1 4 0 157 1213 43 51 1208 402 1213
split_gain=1.52228 0.380791 0.270068 0.204432 0.227059 0.354053 0.234221 0.222368 0.172057 0.167038 0.152798 0.250776 0.188992 0.149539 0.15885 0.167354 0.147797 0.143569 0.464259 0.138618 0.207381 0.191784 0.140143 0.261226 0.167165 0.242226 0.189883 0.181888 0.323914 0.146783
threshold=0.10293500000000001 -0.40967499999999996 0.14860500000000001 0.087770000000000015 0.10467500000000002 -1.0000000180025095e-35 0.094860000000000014 -0.077474999999999988 0.40124500000000002 -0.019414999999999998 0.087435000000000013 0.10061500000000002 -0.072864999999999985 0.15109000000000003 0.10299500000000002 0.27776000000000006 0.11679000000000002 1.0000000180025095e-35 -0.20207499999999998 0.089005000000000015 0.088485000000000022 -0.011559999999999999 -0.083914999999999976 -0.081889999999999991 0.104315 -0.0077799999999999996 -0.022999999999999996 0.10233500000000001 0.12933500000000003 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 7 10 -3 13 -4 11 12 -7 14 17 -16 -6 19 -19 22 -21 -22 29 -24 26 -26 -25 28 -28 -1
right_child=1 2 9 -5 16 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.015623321864109431 0.014391848521735218 0.0088159124392109944 0.0054859147396027338 0.016915086986353765 0.0067215967367006031 0.015358405593687145 0.005142326156783384 -0.0033925412241369492 0.0048107766038314867 -0.0047129154850084056 0.0069085560561645597 0.0098456144619446535 0.026018101754116604 0.0052944087268163766 0.0042901666143110818 0.015757193574681878 -0.0019507553982770162 0.0052752451326411503 0.020274816382676364 0.013168810792170312 0.014337372488301733 0.00276784501804382 0.0035779504243422439 0.019789219752718242 0.026992699372666802 0.012315556552747022 0.012644321233491004 0.020958524368082487 -0.00040911693125963208 0.0090723029234343108
leaf_weight=685 93 37 42 26 306 39 32 25 22 26 21 39 29 21 35 20 21 26 100 840 23 38 27 39 22 23 384 24 20 36
leaf_count=685 93 37 42 26 306 39 32 25 22 26 21 39 29 21 35 20 21 26 100 840 23 38 27 39 22 23 384 24 20 36
internal_value=0 0.00841092 0.00754588 0.00825065 0.00784032 0.0103085 0.0127945 0.00389315 0.0136134 0.00158636 0.0147075 0.0162381 0.0199045 0.0136954 0.0137707 0.00845999 0.00616466 0.0138984 0.0171797 0.0137071 0.01276 0.00713013 0.0143844 0.0131646 0.0136702 0.019491 0.0131093 0.0125006 0.0119981 0.0152962
internal_weight=0 736 643 575 549 222 160 62 2385 68 128 107 68 2363 2342 55 327 2287 126 2161 901 61 1260 539 512 45 467 428 404 721
internal_count=3121 736 643 575 549 222 160 62 2385 68 128 107 68 2363 2342 55 327 2287 126 2161 901 61 1260 539 512 45 467 428 404 721
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 2 4 0 49 1 4 3 150 4 0 47 40 3 3 52 10 150 0 4 50
split_gain=110.397 17.0638 10.5703 9.78884 6.54549 5.25211 3.42255 2.95605 2.78102 2.7423 2.71685 2.32372 1.9644 2.53676 1.67524 1.48543 1.41463 1.3683 0.986852 1.22737 0.915642 0.697315 0.694176 0.615776 0.564975 0.564172 0.487302 0.47146 0.458081 0.450116
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.13501500000000002 0.17025000000000004 0.40945500000000007 -0.10607499999999999 0.082865000000000008 0.085345000000000018 0.0082450000000000006 0.30112000000000005 1.0000000180025095e-35 -0.55119499999999988 -0.07929499999999999 0.090100000000000013 -1.0000000180025095e-35 -0.12711499999999995 -0.080884999999999985 -0.56176499999999996 -0.38124499999999995 0.089910000000000018 -0.14454499999999995 -0.036839999999999991 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 6 12 -5 -6 17 11 16 13 14 27 18 21 24 -14 29 -3 -4 -21 -13 -7 -12 -16 -1 -2 -20
right_child=1 2 10 7 8 9 -8 -9 -10 -11 25 23 15 -15 26 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017674934352034169 0.0016944349735390906 0.00058972090403356715 0.00054292494675557538 0.0014514659910603515 0.0014545795622697623 0.0017707637049793419 0.0020651426370636825 0.00073406475584825322 0.00074254258371451315 0.00098541455124230939 6.5458211602026546e-05 0.00055495388390423329 0.0020854630077992964 0.0018845202746214688 0.001201340296632389 0.0014403519744606939 0.00021878274277171349 0.0010474166337001737 0.0017227322338840168 0.0013203835572932615 0.00094342731720747442 0.00095540182103457695 0.0016090580484526959 0.00018144219734507718 0.0014898919977730412 -0.00034957035682072829 0.0008359643404403001 0.0013893943216067319 0.0013648810899919933 0.0015967369089169502
leaf_weight=21 50 191 26 34 71 30 79 63 30 48 34 20 23 36 36 104 22 26 1024 35 33 40 377 112 335 20 23 32 24 122
leaf_count=21 50 191 26 34 71 30 79 63 30 48 34 20 23 36 36 104 22 26 1024 35 33 40 377 112 335 20 23 32 24 122
internal_value=0 0.000699257 0.000589518 0.00159595 0.000828681 0.00162113 0.00166554 0.000985525 0.00124308 0.00142772 0.00030584 0.000402572 0.00164832 0.00143173 0.00128619 0.00166734 0.000649379 0.00148202 0.00168227 0.00167632 0.000641829 0.000792911 0.00158453 0.000238035 0.00151298 -8.82561e-05 0.00105891 0.00153921 0.00158755 0.00170932
internal_weight=0 673 599 2448 325 2351 1912 97 101 439 274 220 1833 148 112 1685 88 391 1581 1558 224 66 412 132 365 54 59 53 74 1146
internal_count=3121 673 599 2448 325 2351 1912 97 101 439 274 220 1833 148 112 1685 88 391 1581 1558 224 66 412 132 365 54 59 53 74 1146
is_linear=0
shrinkage=0.00196078


Tree=3582
num_leaves=31
num_cat=0
split_feature=1 52 3 0 9 2 4 16 14 12 14 4 0 0 13 10 44 124 132 2 3 40 13 394 49 42 4 42 1212 12
split_gain=1.61999 0.392868 0.262497 0.172854 0.169858 0.373395 0.200151 0.204824 0.324951 0.228501 0.220969 0.211513 0.192523 0.187778 0.159835 0.159085 0.151668 0.150836 0.148355 0.20734 0.130174 0.129749 0.159578 0.346307 0.27379 0.269093 0.24421 0.18484 0.147894 0.14145
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 0.18019500000000002 -1.0000000180025095e-35 0.10276500000000001 -0.050494999999999991 -0.008904999999999998 -0.46413499999999996 -0.064509999999999984 -0.10708499999999999 0.27287000000000006 0.024095000000000002 -0.17169499999999996 -0.059629999999999996 -0.0026549999999999994 0.081805000000000017 -0.076779999999999987 0.10365500000000001 0.15950500000000004 -0.017889999999999996 -0.078349999999999989 0.0015850000000000003 -0.082159999999999997 0.0034800000000000005 -0.069529999999999995 -0.35136499999999998 -0.093284999999999993 0.13713500000000003 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 15 12 -7 10 -9 -10 -8 20 -6 -13 -15 -3 17 -1 19 -4 -12 -19 27 -24 26 -26 -25 -23 -29 -28
right_child=1 2 18 -5 5 6 7 8 9 -11 11 13 -14 14 -16 -17 -18 21 -20 -21 -22 22 23 24 25 -27 29 28 -30 -31
leaf_value=0.0092558329627425388 0.01416544068688577 0.0066658575543098982 0.0037634596407842193 0.0057839389569286645 0.014225088849788837 0.014298730307609732 0.016709548947013295 0.011320534177124501 0.0048934626939008017 -0.0077810322026242362 0.0062818028471982954 0.0083536348573193617 0.0039272686954410305 -0.0064440044151111084 0.0041218203262471387 -0.0040530404727905991 0.021299194011837247 0.021264207579026168 0.0090675662978199033 -0.0073297239111169525 0.01664436221536663 0.01802446178360417 -0.0011334281601011753 0.022580425868388907 0.011002439498130618 -0.0015879325340695989 0.019707252385301723 0.013551369065716305 0.020027984796454096 0.012036010055181083
leaf_weight=82 93 45 63 29 134 32 24 25 25 33 22 57 21 22 41 20 25 22 29 23 27 104 20 29 58 24 27 1710 36 219
leaf_count=82 93 45 63 29 134 32 24 25 25 33 22 57 21 22 41 20 25 22 29 23 27 104 20 29 58 24 27 1710 36 219
internal_value=0 0.00809041 0.00721175 0.0134573 0.0081547 0.00882674 0.00681216 0.00594415 0.00179007 -0.00231789 0.00773062 0.00645551 0.0128299 0.00419486 0.000432167 0.00336774 0.0135517 0.0134686 0.00288238 0.000796678 0.0119918 0.0136222 0.0135467 0.0116716 0.0123889 0.00731745 0.0139011 0.0139289 0.0136849 0.012878
internal_weight=0 736 643 2385 528 463 308 276 83 58 193 169 155 120 63 65 2356 2331 115 86 49 2249 2227 377 357 82 275 1850 1746 246
internal_count=3121 736 643 2385 528 463 308 276 83 58 193 169 155 120 63 65 2356 2331 115 86 49 2249 2227 377 357 82 275 1850 1746 246
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 14 2 52 1 457 1 1 4 15 3 1 0 16 4 4 47 0 150 3 40 0
split_gain=57.6344 9.45497 5.85878 4.92796 2.80438 2.00774 1.75322 1.70308 1.38854 1.29628 1.15556 0.917845 1.03513 1.34648 0.911558 0.677073 0.672004 0.6325 0.58884 0.586456 0.533676 0.537811 0.533563 0.494447 0.468055 0.580112 0.507233 0.576306 0.467528 0.44883
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.089775000000000008 0.12958500000000003 0.27834500000000006 0.14285500000000004 0.09253500000000002 0.062655000000000016 0.16394500000000004 -0.56176499999999996 0.089770000000000016 0.048635000000000005 0.091195000000000012 0.14089500000000002 0.42051500000000003 0.024640000000000006 0.30112000000000005 1.0000000180025095e-35 -0.030209999999999997 0.15273500000000004 -0.013514999999999998 0.024790000000000003 1.0000000180025095e-35 -0.23091999999999999 0.08926000000000002 0.0068900000000000012 -0.0061149999999999998 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 9 10 22 11 -5 14 16 -6 19 -14 29 -7 18 24 28 20 23 -22 -4 -13 25 -2 27 -27 -3 -1
right_child=1 5 6 8 7 15 -8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011972927415484389 0.00081523907740824273 0.00042049134141016825 0.0013244240511465931 0.0011521871338116118 0.0015047519801144615 0.00093355275955681538 0.0007244564247095561 0.00080669139586332867 0.00065768683315453819 0.0016307208767540235 4.9506718321926528e-05 0.0012703664618676526 0.0011443572077643337 0.00055926241638029324 0.001219024761830344 0.00045756069975265976 0.00027262654769326307 0.00092830710551317997 0.00026163027589253045 0.0014344052278168421 0.00082207283991224617 0.0011986173267791917 0.0010712637103091904 0.0011550871858071047 0.0007961707166377059 0.00047943044852450062 0.00030018269532808549 0.00079022848421671222 0.00081925075473109337 0.0013664537773975347
leaf_weight=64 27 20 73 34 43 27 36 39 61 59 59 463 62 20 222 20 114 24 23 52 25 35 57 207 36 81 36 32 26 1044
leaf_count=64 27 20 73 34 43 27 36 39 61 59 59 463 62 20 222 20 114 24 23 52 25 35 57 207 36 81 36 32 26 1044
internal_value=0 0.000630668 0.00082514 0.00127243 0.00129024 0.000360157 0.00110738 0.0012079 0.000834666 0.00134632 0.000288133 0.00122515 0.00121124 0.00100165 0.00133371 0.000731003 0.000365067 0.000626613 0.000517795 0.00123322 0.00121889 0.00104172 0.00121342 0.00123475 0.000592459 0.000550791 0.000502871 0.000567444 0.000645877 0.00135668
internal_weight=0 691 402 2430 2335 289 166 946 95 1389 242 907 864 82 1330 47 183 236 69 782 730 60 130 670 212 176 149 113 46 1108
internal_count=3121 691 402 2430 2335 289 166 946 95 1389 242 907 864 82 1330 47 183 236 69 782 730 60 130 670 212 176 149 113 46 1108
is_linear=0
shrinkage=0.00196078


Tree=3584
num_leaves=31
num_cat=0
split_feature=1 52 1 52 48 160 484 2 44 124 42 47 33 12 0 484 42 13 41 402 133 4 2 157 51 1456 13 0 11 11
split_gain=1.57853 0.467811 0.277726 0.20712 0.217313 0.218503 0.21935 0.157578 0.152352 0.157479 0.166869 0.150449 0.171724 0.16962 0.147593 0.146283 0.137462 0.232435 0.11893 0.118348 0.191725 0.180879 0.235079 0.119706 0.170295 0.228694 0.258733 0.239064 0.197718 0.468896
threshold=0.098420000000000021 -0.43851499999999993 0.14860500000000001 0.19022000000000003 0.15068000000000001 0.097500000000000017 -0.077774999999999983 0.14122000000000004 1.0000000180025095e-35 -0.076779999999999987 -0.0041849999999999986 0.12958500000000003 0.08573500000000002 0.11472500000000001 -0.010949999999999998 -0.067484999999999989 -0.092459999999999987 0.10935500000000002 0.082735000000000017 0.08865000000000002 0.11269500000000002 -0.085409999999999986 0.083795000000000022 -0.48214999999999997 0.081440000000000026 -0.082149999999999987 -0.0021749999999999994 -0.11242999999999999 0.086080000000000018 0.078065000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 8 9 10 -1 12 13 16 -4 -5 -8 18 -18 23 21 22 -21 -11 28 -26 -27 -28 29 -25
right_child=1 2 14 15 -6 -7 11 -9 -10 19 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.013102929271140918 0.014269379476484443 0.016531761322656404 0.004265338429452285 0.0054595495734940328 -0.0028818303275675999 0.015373102044968896 0.01290479718397061 0.0069822618908180704 0.021926960041746497 0.020743976924568416 0.0033220235512337903 0.012866622017297361 0.013519358037617699 0.012701644283914638 -0.0056932200296697299 0.015222852160692574 0.004736747089022132 -0.0059000333119183781 0.012669099493068643 0.014420178869650477 0.0070957739725708959 0.014893078072941275 0.029054080338581752 0.013217875031655765 0.019814115665529087 0.01213057092655965 0.010238998638837635 -0.00090595208059408155 0.0036701066020343991 0.026504916894353098
leaf_weight=37 105 23 46 21 21 33 21 41 20 20 33 35 29 31 22 57 344 20 20 21 25 174 23 1628 23 123 39 38 21 27
leaf_count=37 105 23 46 21 21 33 21 41 20 20 33 35 29 31 22 57 344 20 20 21 25 174 23 1628 23 123 39 38 21 27
internal_value=0 0.00803211 0.00712628 0.00775778 0.00710397 0.00748113 0.00698317 0.0131261 0.0132379 0.0131601 0.00849193 0.00654393 0.00606803 0.00557242 0.00104345 0.0125943 0.00502672 0.00459589 0.00517259 0.0133112 0.0153904 0.0163416 0.0220697 0.0130479 0.0129669 0.0103708 0.00928477 0.00473889 0.0133123 0.0134346
internal_weight=0 828 723 655 577 556 523 2293 2252 2232 70 500 465 436 68 78 405 384 364 2162 243 218 44 1919 1899 223 200 77 1676 1655
internal_count=3121 828 723 655 577 556 523 2293 2252 2232 70 500 465 436 68 78 405 384 364 2162 243 218 44 1919 1899 223 200 77 1676 1655
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 0 49 4 1 2 0 4 3 2 3 13 475 48 52 12 13 160 48 50
split_gain=59.2466 9.79731 5.93811 4.86279 4.32243 2.80369 2.15 2.01992 1.91841 1.57733 1.44886 1.4078 1.6641 1.012 0.896662 0.819355 0.814516 0.679479 0.685059 0.65312 0.550733 0.534575 0.524034 0.485035 0.517284 0.460202 0.4127 0.712263 0.408358 0.387126
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.14753000000000002 -0.07929499999999999 -0.55119499999999988 -0.12711499999999995 0.17025000000000004 -0.0063699999999999989 -0.016469999999999995 -0.07550999999999998 0.082620000000000013 0.056145000000000007 0.096645000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084170000000000009 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 11 -6 19 -5 22 12 14 16 -1 26 29 -18 -19 21 -16 -4 -7 25 -25 -24 -3 -28 -11 -13
right_child=1 2 8 9 7 10 -8 -9 -10 28 -12 13 -14 -15 20 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012046934939385239 0.0012635064640988754 0.00049113201686112266 0.00014592513859765056 0.0011535785791508193 0.0011304024717162678 0.0013498389086469547 0.0016165592734276376 0.00058054675712834042 0.00073407368697956494 0.0003968319749715281 0.0007638325844505074 0.0013556288862983273 0.0014777685984287386 0.0011210043466053968 0.00058219952764464351 0.00016697935763197074 0.0015709433078969124 0.00096226402649692466 0.0012491672807640661 -2.6118519697703569e-05 0.00096506840812090125 0.00041910243811073646 0.0012472200891485688 0.00082431726968260825 0.0011959493939393486 0.0010879497266575403 0.00089778287229019208 0.00054512444443393304 0.00073858173301292909 0.0012374062096636542
leaf_weight=48 76 166 80 34 84 49 79 37 26 20 39 1013 36 110 20 23 23 35 373 50 52 42 139 36 24 140 31 76 41 119
leaf_count=48 76 166 80 34 84 49 79 37 26 20 39 1013 36 110 20 23 23 35 373 50 52 42 139 36 24 140 31 76 41 119
internal_value=0 0.000599343 0.000517267 0.00125002 0.000650032 0.00126771 0.00129986 0.000962265 0.000237658 0.00081516 0.00112409 0.00128618 0.00110803 0.00130279 0.000997107 0.000522396 0.00131558 0.00124304 0.00122456 0.000162619 0.000858716 0.00023997 0.0011603 0.0011329 0.00097297 0.0011673 0.000552339 0.000647297 0.000626533 0.0013432
internal_weight=0 691 615 2430 417 2335 1908 121 198 95 427 1829 156 1673 120 296 1563 431 408 172 72 122 388 339 60 279 273 107 61 1132
internal_count=3121 691 615 2430 417 2335 1908 121 198 95 427 1829 156 1673 120 296 1563 431 408 172 72 122 388 339 60 279 273 107 61 1132
is_linear=0
shrinkage=0.00196078


Tree=3586
num_leaves=31
num_cat=0
split_feature=1 1 10 0 15 3 457 12 49 2 4 14 147 13 49 48 3 13 0 401 42 479 1455 160 4 0 1208 1210 4 403
split_gain=1.55405 0.383452 0.22043 0.219808 0.212377 0.198988 0.173654 0.180103 0.185095 0.162558 0.248636 0.170995 0.159088 0.149252 0.141418 0.168249 0.178038 0.142511 0.140137 0.135429 0.141514 0.132133 0.131566 0.17542 0.197749 0.148397 0.210826 0.299379 0.142146 0.172536
threshold=0.11690500000000002 0.094385000000000011 -0.079859999999999987 -0.05208999999999999 -0.085319999999999993 -0.05647499999999999 0.094310000000000019 -1.0000000180025095e-35 -0.080604999999999982 0.10774000000000002 -0.07168999999999999 0.062655000000000016 0.089365000000000014 0.05868000000000001 -0.0087049999999999992 0.086035000000000014 -0.0037349999999999996 -1.0000000180025095e-35 -0.076899999999999982 0.085900000000000018 0.11159000000000001 0.098035000000000011 -0.23681499999999997 -0.55323499999999981 -0.55119499999999988 -0.075934999999999989 0.099975000000000008 -0.080859999999999974 -0.072334999999999997 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 14 13 7 -6 -9 11 -11 12 21 -4 15 -3 -17 -16 -12 20 -7 22 -1 -24 -25 -26 27 -27 29 -29
right_child=2 4 5 -5 6 19 -8 8 -10 10 18 -13 -14 -15 17 16 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.019165894565069015 0.0043838498764671389 -0.0029922783694928514 0.012936020341250255 -0.0087579233502037817 0.0063582039433126543 0.0065094341836774193 0.0036188076286075206 0.021150376235779662 0.012260292889550328 0.00093719880096614365 0.0056737504034702277 0.017570275917799347 0.0057078720753391586 0.0043290362394302444 0.0065927280391128197 0.012233139638756885 -3.1101815402507782e-05 0.012897621320711728 0.012583100632124755 -0.0029787701508030297 -0.0016282145011549194 0.0075720947084212025 0.0045681504629707581 0.022387160001444105 0.013448078921870044 -0.0017340077646076681 0.020206252887675708 0.019513424756005409 0.0071012369873642463 0.011048536832619948
leaf_weight=36 35 24 66 20 46 195 26 26 236 25 35 83 30 29 85 29 20 62 182 20 24 43 24 23 1439 20 22 30 64 122
leaf_count=36 35 24 66 20 46 195 26 26 236 25 35 83 30 29 85 29 20 62 182 20 24 43 24 23 1439 20 22 30 64 122
internal_value=0 0.0122268 0.00547116 -0.000394977 0.00987773 0.00643715 0.0114668 0.0121293 0.0131425 0.0128243 0.0103807 0.0131297 0.0129308 0.0103086 0.00746527 0.00386746 0.00722733 0.00925193 0.0114687 0.00489827 0.00561764 0.0130497 0.013182 0.0130585 0.0131769 0.0130521 0.0108436 0.00997086 0.0110546 0.0127192
internal_weight=0 2732 389 55 554 334 334 308 262 2178 242 1936 1853 95 220 73 49 147 217 239 219 1823 1780 1744 1720 1697 258 236 216 152
internal_count=3121 2732 389 55 554 334 334 308 262 2178 242 1936 1853 95 220 73 49 147 217 239 219 1823 1780 1744 1720 1697 258 236 216 152
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=31
num_cat=0
split_feature=1 12 132 52 1375 483 16 44 1 0 16 15 2 50 47 4 2 4 2 4 0 3 0 4 16 12 131 14 12 12
split_gain=1.2628 0.309587 0.28235 0.242157 0.238559 0.243147 0.197695 0.19095 0.172218 0.200442 0.169557 0.169652 0.168254 0.154128 0.144413 0.224125 0.208403 0.372268 0.205818 0.138442 0.150987 0.223171 0.155154 0.135094 0.132373 0.129978 0.142101 0.139153 0.14559 0.140892
threshold=0.11551000000000002 0.078300000000000008 0.092395000000000019 -0.26636999999999994 -0.096099999999999977 -0.070084999999999981 0.15273500000000004 1.0000000180025095e-35 0.15471500000000002 -0.026509999999999995 0.057265000000000003 0.035560000000000008 -0.080614999999999978 0.13705000000000003 0.080455000000000013 0.10528000000000001 0.079055000000000014 -0.011209999999999999 0.090790000000000023 0.053180000000000012 -0.07929499999999999 -0.059315 -0.079829999999999998 0.42642000000000008 0.25084500000000004 -0.10022999999999999 0.095715000000000008 -0.46166999999999997 0.11734000000000001 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 7 10 13 -10 11 14 -3 25 16 -16 17 -7 -18 20 21 22 -14 -20 -8 -5 27 -27 29 -29
right_child=3 12 -4 8 5 6 24 -9 9 -11 -12 -13 19 -15 15 -17 18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=5.6288294637432467e-05 0.01256199868163094 0.019147712355158455 -0.0019249552698886914 0.0095577209808296801 0.020160027779638767 -0.0073728955959757939 0.020786363251972945 0.017254917963367443 0.004244610793622477 -0.0088629101298283788 -0.0010912073962390423 0.015840437072516322 0.012059877739004052 0.013700707466341555 0.019884814116496431 0.0060706450177046159 0.015537126743672134 0.0087365389801561839 0.0059489257693376724 0.0092635542383355043 0.010522688603945358 0.022895507980138063 0.019116502036922611 0.014675431743089577 0.011576017850196699 0.010241156048141421 0.010545452853797802 0.0024246312000118283 0.0093908433113247172 -0.0051437442881408441
leaf_weight=26 40 29 23 46 22 26 20 23 28 20 20 28 1184 20 23 24 33 32 157 249 637 20 32 20 71 24 28 162 25 29
leaf_count=26 40 29 23 46 22 26 20 23 28 20 20 28 1184 20 23 24 33 32 157 249 637 20 32 20 71 24 28 162 25 29
internal_value=0 0.0110417 0.00891978 0.00515923 0.00939489 0.00988147 0.0094074 0.00841893 0.00438407 -0.00121686 0.00785907 0.00838096 0.0115822 0.00518899 0.00771789 0.0128308 0.00682123 0.00151507 0.00828674 0.0114788 0.0117734 0.0124179 0.0122456 0.00693497 0.0136003 0.00464684 0.00380393 0.00301742 0.00221478 0.00127551
internal_weight=0 2699 548 422 525 499 477 386 382 48 363 343 2151 334 315 47 268 58 210 2122 1873 1236 1216 177 91 314 268 240 216 191
internal_count=3121 2699 548 422 525 499 477 386 382 48 363 343 2151 334 315 47 268 58 210 2122 1873 1236 1216 177 91 314 268 240 216 191
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 0 15 2 12 150 4 1 4 0 0 1 47 4 132 3 0 4 3 4
split_gain=107.273 17.1765 10.4619 9.21907 6.2733 5.08203 3.06733 2.7496 2.64609 2.58821 2.38705 1.79716 2.53376 1.76595 1.73562 1.47246 1.47225 1.40358 1.24148 0.900059 0.879065 0.858604 0.801953 0.638422 0.601506 0.591839 0.566538 0.560139 0.553821 0.540564
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 -0.10607499999999999 -0.11033999999999998 0.14838000000000004 0.09141500000000001 1.0000000180025095e-35 -0.52556499999999995 0.083345000000000016 0.42051500000000003 -0.07929499999999999 -0.060129999999999996 0.076935000000000017 0.090100000000000013 0.00063500000000000004 0.082150000000000015 -0.010424999999999999 -0.030209999999999997 -0.0070899999999999991 -0.14847999999999997 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 11 13 -5 15 27 12 -1 18 16 21 -13 -14 -4 -18 23 26 -3 -16 -21 -20 29 -6 -23 -7
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 14 17 -15 20 -17 19 -19 25 24 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015517464275155207 0.001341941869789542 0.00034909709377649539 0.00034492582461668873 0.0011830768488871736 0.0014634508274349511 0.0013106464795053711 0.0017903490857028002 0.00058025924089840579 0.00050432891687833363 0.00070543904614642379 0.00051711323495357323 0.0019620102744142549 0.0012786049012313871 -0.00024474401027072885 0.0013612447433556448 0.00078663164847569554 0.0014571027643007746 0.00079946054826805508 0.00017621477253470524 0.0013400334679760436 0.0010181595250040244 0.0015667806243120654 0.00067581162756285282 0.0011457172401156007 0.00096843939658035241 -0.00013531648137894294 0.00094114097907000728 0.0010751869982364129 0.0012624447742448652 0.001137081206653992
leaf_weight=47 74 192 55 34 20 147 76 34 63 41 29 21 40 84 395 28 1027 57 37 103 37 47 34 61 20 64 29 50 45 130
leaf_count=47 74 192 55 34 20 147 76 34 63 41 29 21 40 84 395 28 1027 57 37 103 37 47 34 61 20 64 29 50 45 130
internal_value=0 0.000450718 0.000340617 0.00133463 0.00057855 0.00135907 0.00140446 5.83976e-05 0.000742241 0.00117597 0.000990148 0.00138824 0.00117809 -1.55329e-05 0.00140643 0.00122125 0.00144751 0.000997046 0.000107889 0.00143812 0.00130883 0.00125183 0.000398249 0.00133241 0.00127961 -2.11912e-05 0.00120189 0.00118612 0.00141792 0.00122919
internal_weight=0 673 599 2448 325 2351 1884 274 97 467 99 1808 144 240 1664 426 1171 97 156 1150 493 398 226 456 123 101 306 70 92 277
internal_count=3121 673 599 2448 325 2351 1884 274 97 467 99 1808 144 240 1664 426 1171 97 156 1150 493 398 226 456 123 101 306 70 92 277
is_linear=0
shrinkage=0.00196078


Tree=3589
num_leaves=31
num_cat=0
split_feature=1 4 159 47 376 4 12 149 0 457 3 4 15 0 401 15 4 42 131 3 1213 14 4 2 2 4 42 403 402 3
split_gain=1.3703 0.445578 0.270555 0.199835 0.2401 0.209221 0.187572 0.17787 0.166871 0.23837 0.147579 0.180974 0.245079 0.159541 0.189782 0.412878 0.334762 0.152251 0.217472 0.206812 0.164461 0.135684 0.130011 0.177285 0.159665 0.191955 0.188033 0.134593 0.15283 0.342704
threshold=0.098420000000000021 -0.015039999999999998 0.082585000000000006 0.082095000000000015 0.080200000000000007 0.40473500000000007 -1.0000000180025095e-35 0.07770500000000001 -0.23091999999999999 0.091945000000000013 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 -0.075934999999999989 0.080710000000000018 0.095575000000000007 -0.55119499999999988 -0.080354999999999982 0.089485000000000023 -0.085784999999999986 -0.061914999999999991 -0.45687499999999998 -0.085409999999999986 0.083995000000000014 0.084515000000000021 -0.086849999999999997 -0.049004999999999993 -0.53101999999999994 -1.0000000180025095e-35 -0.089519999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 7 5 6 -5 8 -3 21 13 -12 -13 22 16 -16 -15 19 20 -18 -19 -10 23 -1 -25 26 -26 -24 29 -29
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 11 12 -14 14 15 -17 17 18 -20 -21 -22 -23 27 24 25 -27 -28 28 -30 -31
leaf_value=0.016991425200522079 0.011530552510881708 0.010518568207820258 0.0022565827097718581 0.020203462922945621 -0.002238694520201534 0.0020237917484094699 0.0095385341374996171 0.011605917860288174 0.0076096742293767401 -0.0078536644019186509 0.011555061376808833 0.0098499963398684161 -0.0054450690536759798 0.022858200807656562 -0.0069311545509845021 0.012714483702312346 0.010206797251615812 0.0034957093254074849 -0.00035990243777632718 0.020797353982925416 0.010481266721211149 0.0024344510257961515 0.0050644177391434148 0.0034254371304996314 0.0051169982032948421 0.018782009763817772 0.014409542321136184 0.0044801769205010857 0.011377547445651625 0.017192748967031747
leaf_weight=113 210 30 37 20 20 30 94 28 62 20 48 22 20 21 20 23 54 38 23 28 298 277 31 20 38 40 51 26 1264 115
leaf_count=113 210 30 37 20 20 30 94 28 62 20 48 22 20 21 20 23 54 38 23 28 298 277 31 20 38 40 51 26 1264 115
internal_value=0 0.00658349 0.0101413 0.00507095 0.00802824 0.0094542 0.0114096 0.00390789 0.0033538 0.00275507 0.0113296 0.00736046 0.00256663 0.0114917 0.00993129 0.00357698 0.0105227 0.00993531 0.00904729 0.0138231 0.00969123 0.00338095 0.0119558 0.0140044 0.0117391 0.013028 0.0104419 0.0115821 0.0117259 0.0148486
internal_weight=0 828 247 581 164 144 114 417 389 359 2293 90 42 2203 505 43 462 441 359 82 336 339 1698 262 149 129 89 1436 1405 141
internal_count=3121 828 247 581 164 144 114 417 389 359 2293 90 42 2203 505 43 462 441 359 82 336 339 1698 262 149 129 89 1436 1405 141
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 4 1 13 3 4 14 47 4 0 2 50 12 0 4 3 12 159 0 15 40 47 15 34
split_gain=51.4337 6.22228 5.4432 5.19807 3.44027 3.00798 2.08168 1.69583 1.25062 1.23705 1.14323 0.955197 0.916274 0.841773 0.800857 0.799141 0.851157 0.779086 0.692122 0.676547 0.675044 0.796771 0.605073 0.600326 0.542691 0.782383 0.537357 0.513148 0.49563 0.428848
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.092390000000000014 0.091475000000000015 -0.16363499999999997 0.12958500000000003 -1.0000000180025095e-35 -0.11171999999999999 -0.0024449999999999997 0.076175000000000007 0.077555000000000013 0.024790000000000003 -0.067094999999999988 0.10402500000000002 0.041865000000000006 0.11903500000000002 -0.093584999999999988 -0.064054999999999987 0.092670000000000016 0.093965000000000007 0.084250000000000005 -0.11437499999999999 -0.095244999999999982 -0.074429999999999982 0.078345000000000012 -0.081924999999999984 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 9 10 12 -7 -5 23 -1 18 24 20 -11 16 26 28 19 -8 -12 -22 -6 27 25 -4 -9 -2 -3 -10
right_child=1 17 6 8 22 7 11 15 29 14 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076157559695489265 0.00048405930201050239 0.00017689299509957647 0.0013337783925896154 0.00056850932457593235 0.0013829915062980908 0.0012352428427890914 0.001564893166330409 0.00077654875543605036 5.815443282826942e-05 0.0011168086641084622 0.0013222491593003606 0.0010622718721418224 0.0015670874622910071 0.0014902109115877572 0.00061688713775864682 0.0004331318625048095 0.00062777260851017602 0.000459595140301032 0.00096695924979520664 0.0012143075512630172 0.0011372347800981621 0.0007243175980918866 0.001033000827543606 0.00029668620484824037 0.001293011237149994 0.00079854301287402181 0.0011226574403707544 0.00085899933620029703 -0.00014632555275312411 0.00035203326487414586
leaf_weight=26 36 76 21 116 24 31 22 35 28 28 56 231 46 32 22 28 60 30 42 556 98 22 91 32 1170 21 34 23 24 60
leaf_count=26 36 76 21 116 24 31 22 35 28 28 56 231 46 32 22 28 60 30 42 556 98 22 91 32 1170 21 34 23 24 60
internal_value=0 0.00056124 0.00120412 0.000668286 0.000854352 0.00100084 0.00124479 0.00081615 0.000434791 0.000649073 0.00114922 0.00116989 0.00129546 0.00119768 0.000896843 0.000733399 0.000798573 0.000182461 0.00120999 0.00122765 0.00114449 0.00106153 0.00110604 0.000512935 0.00128515 0.00106616 0.000947095 0.000630222 9.93205e-05 0.000258526
internal_weight=0 590 2531 460 256 422 2109 188 204 141 234 851 1258 208 50 157 129 130 620 578 176 120 115 91 1212 42 69 59 100 88
internal_count=3121 590 2531 460 256 422 2109 188 204 141 234 851 1258 208 50 157 129 130 620 578 176 120 115 91 1212 42 69 59 100 88
is_linear=0
shrinkage=0.00196078


Tree=3591
num_leaves=31
num_cat=0
split_feature=1 3 1 50 4 4 15 2 3 16 1 2 2 157 4 403 1 15 34 31 124 0 2 0 52 16 16 483 4 160
split_gain=1.36582 0.250052 0.203625 0.216997 0.24578 0.274462 0.219961 0.195989 0.169219 0.251161 0.161011 0.155418 0.14471 0.141028 0.128017 0.243625 0.124416 0.123729 0.122494 0.157836 0.1395 0.187732 0.184404 0.196172 0.146559 0.134128 0.116155 0.217837 0.187158 0.186979
threshold=0.10920500000000001 -0.049509999999999992 0.089625000000000024 0.089465000000000017 -0.17966999999999997 -0.078629999999999992 0.11773500000000002 0.31358000000000003 -0.096544999999999978 -0.44310499999999992 0.090840000000000018 0.14122000000000004 0.11411 -0.052249999999999991 -0.074729999999999977 -0.072624999999999981 0.13075500000000004 -0.41942499999999994 -0.038779999999999995 -0.081689999999999985 0.0049200000000000008 -0.074824999999999989 0.13404500000000005 -0.11437499999999999 -0.057699999999999994 -0.072359999999999994 -0.072359999999999994 0.085510000000000017 0.022185000000000003 -0.061284999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 11 4 13 -6 8 18 9 -7 -5 26 16 -4 15 -12 -2 -14 19 -3 21 22 -20 -24 -23 -26 27 -1 -28 -30
right_child=1 7 3 10 5 6 -8 -9 -10 -11 14 -13 17 -15 -16 -17 -18 -19 20 -21 -22 24 23 -25 25 -27 28 -29 29 -31
leaf_value=0.011865642037518302 0.012349537521103314 0.0047758345244801603 0.019159894146025182 0.019321655262527722 -0.0016032036530840045 0.0084779626816849831 0.015711773988732605 -0.0050649176878125772 0.0079608278853566094 -0.0070057197706773879 0.015512019265084886 0.0052348187352280794 0.0098964594242473454 0.010340660358346986 0.014299209988676013 0.0031377517328620322 0.0036119124060496688 0.0015288201250070923 0.0065139925633697464 -0.0059521194654128832 -0.0015688389263771201 0.0049219611154656291 0.0036541648360705658 -0.0081372069194912914 0.0089843039575498562 0.019269505285081409 0.011167222046968553 0.018195098404098175 -0.0010817334851405272 0.0090272145398723139
leaf_weight=870 88 32 25 28 34 22 32 23 252 20 26 41 30 66 60 41 20 43 112 24 27 38 43 21 32 21 891 58 24 77
leaf_count=870 88 32 25 28 34 22 32 23 252 20 26 41 30 66 60 41 20 43 112 24 27 38 43 21 32 21 891 58 24 77
internal_value=0 0.00535697 0.0108319 0.0092297 0.00812035 0.00694666 0.00783836 0.00387703 0.00698139 0.00110478 0.0124575 0.011327 0.0084068 0.0127635 0.0109442 0.00793971 0.0107315 0.00496758 0.00446464 0.00017814 0.00528112 0.00597381 0.00406713 -0.000214879 0.00966145 0.0130596 0.0114571 0.0122612 0.0107048 0.00662509
internal_weight=0 554 2567 606 451 360 326 373 294 42 155 1961 181 91 127 67 108 73 350 56 294 267 176 64 91 53 1920 928 992 101
internal_count=3121 554 2567 606 451 360 326 373 294 42 155 1961 181 91 127 67 108 73 350 56 294 267 176 64 91 53 1920 928 992 101
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=31
num_cat=0
split_feature=4 3 2 9 44 149 10 4 43 151 43 3 15 1 2 48 48 0 1447 484 43 133 133 0 4 133 43 403 3 15
split_gain=1.13236 0.408315 0.334312 0.222519 0.21677 0.201272 0.196067 0.173199 0.240183 0.296507 0.26715 0.269887 0.385211 0.288184 0.263182 0.217686 0.270197 0.199755 0.16009 0.179931 0.540569 0.154811 0.459403 0.266472 0.188431 0.239267 0.151606 0.145155 0.231729 0.331625
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.081805000000000017 0.07770500000000001 -0.079859999999999987 -0.072334999999999997 -0.072269999999999987 1.0000000180025095e-35 -0.070064999999999975 -0.092174999999999993 0.082685000000000022 0.083345000000000016 -1.0000000180025095e-35 0.092475000000000016 0.078735000000000013 -0.10836499999999999 -0.086059999999999984 0.062030000000000009 -0.010739999999999998 0.11269500000000002 0.083950000000000011 -0.084804999999999978 -0.07533999999999999 0.032270000000000007 -0.15879999999999997 -0.072624999999999981 -0.080104999999999996 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -2 15 14 10 -10 12 13 -12 -9 16 18 -16 -5 21 -21 22 24 -23 25 26 -20 28 29 -25
right_child=5 -3 -4 4 -6 -7 -8 8 9 -11 11 -13 -14 -15 17 -17 -18 -19 19 20 -22 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0031119121100346096 -0.0038212932634334538 0.0022752834409475327 -0.0022488992377791717 0.018035643910989167 0.017480495790215701 0.011665816628374161 0.0037386792953628557 -0.00078518821724823549 -0.0031810197513550522 -0.0019977360971582432 0.0049944755351170904 0.0093362152380308695 0.014218885795107781 -0.010698401458053427 0.0061009985211098357 0.0030704705630029954 0.021358841210603715 0.011089700353636239 0.0044071290460124144 -0.0042394507117569447 0.014445239573251457 -0.00067215554968074517 0.022225874385390528 0.012527137705951595 0.019588974386453628 0.00094288830490161981 0.011470487163524541 0.0054419889934181889 0.020353444546461107 -0.00071818054032822456
leaf_weight=48 39 75 23 30 38 28 285 21 20 30 25 523 20 22 90 35 25 742 32 30 32 27 39 89 25 24 603 52 25 24
leaf_count=48 39 75 23 30 38 28 285 21 20 30 25 523 20 22 90 35 25 742 32 30 32 27 39 89 25 24 603 52 25 24
internal_value=0 0.00955316 0.00975577 0.00985914 0.00998261 0.00353164 0.00282868 0.00987239 0.00917235 0.00770807 0.0081854 0.0085707 0.00259515 -0.00235113 0.010271 0.0108295 0.0110864 0.0105501 0.0108376 0.0106221 0.00540426 0.0109662 0.0116693 0.00862373 0.0110674 0.0107441 0.0111145 0.00994473 0.0116414 0.00971397
internal_weight=0 2769 2694 2671 2623 352 324 2585 1493 640 610 590 67 47 853 1092 1057 832 1032 1002 62 940 723 217 684 659 635 190 138 113
internal_count=3121 2769 2694 2671 2623 352 324 2585 1493 640 610 590 67 47 853 1092 1057 832 1032 1002 62 940 723 217 684 659 635 190 138 113
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 3 43 12 14 2 4 15 12 2 0 2 47 4 4 16 3 43 3 0 0 4 3 39 52 16
split_gain=37.367 4.80334 4.66564 2.59954 2.14083 2.04649 1.33121 1.21876 1.18692 1.12834 1.03602 0.99904 0.833463 0.851698 0.749729 0.660943 0.634208 0.629518 0.57254 0.613503 0.528128 0.517893 0.815095 0.509916 0.491189 0.834988 1.13018 0.468527 0.468331 0.415657
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.11474000000000002 0.08864000000000001 0.31534000000000006 -0.025214999999999998 0.11734000000000001 0.076175000000000007 0.11177500000000001 0.27834500000000006 0.024640000000000006 -0.42850999999999995 0.15950500000000004 -0.23194499999999998 0.089885000000000007 0.081320000000000017 -0.008819999999999998 -0.011209999999999999 -0.008904999999999998 -0.14477499999999996 0.0010100000000000003 -0.097174999999999984 -0.050064999999999991 0.11070500000000001 -0.046564999999999988 0.013900000000000001 0.096625000000000016 -0.56741999999999992 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 14 6 27 8 10 -8 15 16 -7 -14 -1 -4 29 -2 -11 -20 -5 28 -23 -19 25 -16 -27 -3 -17 -6
right_child=1 5 7 20 11 12 9 -9 -10 18 -12 -13 13 -15 24 21 -18 23 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014558629529573914 0.0012312794949007743 0.00052155898037743048 0.0012248747250047417 0.000687173932587163 0.00069994323385743859 0.00046419207194522651 0.00098058043966465949 0.00096407210009778321 0.0014751087798111466 0.00087687863172289252 0.00075967238135948899 0.0012419984144629106 0.00026578505385239248 -0.00023370050972138022 0.0013186817081420983 0.0014479085486503987 0.0010108400655563857 0.0010539320374858047 0.0006244122656694364 0.000262975032276967 0.00032456746961657859 0.00069499477069306665 0.0011066322067751304 0.00070733384554292635 0.00082313540922955434 0.0011358561343259802 0.00065891626133605604 0.00030525392767794397 0.0011675826544961978 0.00099549745018206993
leaf_weight=22 44 99 1236 47 142 35 39 87 59 22 21 21 35 21 51 24 41 47 65 25 23 21 155 25 26 72 26 63 506 21
leaf_count=22 44 99 1236 47 142 35 39 87 59 22 21 21 35 21 51 24 41 47 65 25 23 21 155 25 26 72 26 63 506 21
internal_value=0 0.000605693 0.00115365 0.000866434 0.000965451 0.000485648 0.000560896 0.00119131 0.00120109 0.000693345 0.00119285 0.000834772 0.00022683 7.8478e-05 0.0011147 0.00119754 0.000792852 0.0010465 0.000593326 0.000524013 0.000568032 0.00114967 0.00105752 0.000933585 0.00107182 0.00111521 0.00100932 0.00043744 0.00118028 0.000738021
internal_weight=0 590 2531 186 422 404 313 2109 2022 151 1963 225 91 56 197 1942 204 116 112 90 70 706 176 72 175 149 98 162 530 163
internal_count=3121 590 2531 186 422 404 313 2109 2022 151 1963 225 91 56 197 1942 204 116 112 90 70 706 176 72 175 149 98 162 530 163
is_linear=0
shrinkage=0.00196078


Tree=3594
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 14 2 42 2 34 4 1 457 1 4 43 43 39 2 47 13 131 2 12 1447 3 3
split_gain=43.9396 7.43045 4.46234 3.82497 2.64155 2.17446 1.39693 1.37995 1.34029 1.30864 1.21473 0.899366 0.692409 0.648594 1.1269 0.810945 0.647171 0.585887 0.500312 0.652719 0.499927 0.475707 0.455569 0.441269 0.426321 0.597419 0.422679 0.415526 0.412076 0.631083
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089775000000000008 0.13082500000000002 0.14122000000000004 0.062655000000000016 0.11474000000000002 -0.076394999999999977 0.14285500000000004 -1.0000000180025095e-35 -0.013514999999999998 0.086455000000000018 0.048635000000000005 0.090540000000000023 0.27834500000000006 0.066275000000000014 0.12266000000000001 0.084780000000000008 -0.0050599999999999994 0.090100000000000013 -1.0000000180025095e-35 0.082750000000000004 0.31358000000000003 0.095780000000000018 -0.082954999999999987 0.0068900000000000012 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 8 11 13 16 -6 -5 12 -4 18 26 -16 -1 -14 27 -20 -12 -22 28 -19 25 -13 -15 -7 -3 -30
right_child=1 2 6 10 9 7 -8 -9 -10 -11 20 24 17 14 15 -17 -18 23 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013839334338357648 0.0013290807197276037 0.00060491220164342969 0.00033991634188329473 0.0013415687892283376 0.001210737889267358 0.0015907972910824944 0.00084933963425113963 0.00090237808236090663 0.0016652922731929143 0.00068003705250955192 0.0005746243618964369 0.00033131954735271871 0.00085131206684269166 0.0012991852994847653 0.0011523188643865457 0.00062714544252729884 0.0012727084574438593 0.00041258877533544458 0.00092065042182578401 0.0013036762554125459 0.0007031361408093396 0.001088431948164598 0.00092555435789016421 0.00075934765970005712 0.00055251320965551574 -6.0821143115925434e-05 0.0011617287837601955 0.0013299501954337439 0.0010536391056733194 0.00067742798427192891
leaf_weight=1083 76 117 45 21 80 25 37 41 59 23 24 59 32 237 26 20 247 43 26 50 22 28 34 21 20 20 135 386 24 60
leaf_count=1083 76 117 45 21 80 25 37 41 59 23 24 59 32 237 26 20 247 43 26 50 22 28 34 21 20 20 135 386 24 60
internal_value=0 0.00075068 0.000679203 0.00131103 0.000830404 0.00132673 0.000494704 0.00125422 0.00137611 0.00109223 0.000925358 0.000440031 0.000540609 0.00127016 0.0012135 0.000923983 0.00136328 0.000634683 0.00131879 0.00117264 0.000807244 0.000918902 0.000715645 0.000526369 0.000296785 0.000232043 0.0012493 0.00134582 0.000680138 0.000784917
internal_weight=0 691 615 2430 338 2335 277 946 1389 103 95 240 141 905 418 46 1330 96 487 76 74 50 235 64 99 79 372 411 201 84
internal_count=3121 691 615 2430 338 2335 277 946 1389 103 95 240 141 905 418 46 1330 96 487 76 74 50 235 64 99 79 372 411 201 84
is_linear=0
shrinkage=0.00196078


Tree=3595
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 1 47 2 3 132 3 3 47 13 3 2 15 4 16 15 160 16 48 4 0 12 15 2 2 2 34
split_gain=1.30658 0.401017 0.263636 0.221388 0.175145 0.173044 0.19259 0.170563 0.217579 0.164016 0.148796 0.16801 0.216475 0.224035 0.142262 0.141284 0.218317 0.135037 0.145495 0.123728 0.170672 0.122964 0.12134 0.130452 0.165653 0.110929 0.146437 0.127964 0.108579 0.213456
threshold=0.12000500000000001 0.078300000000000008 0.14530500000000005 -0.27302499999999996 0.094090000000000021 0.077555000000000013 1.0000000180025095e-35 0.30112000000000005 0.10365500000000001 0.12745000000000004 0.0051600000000000005 0.092710000000000015 -0.0072999999999999992 -0.028564999999999997 -0.080614999999999978 -0.41396999999999995 0.27834500000000006 -0.070454999999999976 -0.14147499999999996 1.0000000180025095e-35 0.15273500000000004 0.091840000000000019 0.40124500000000002 -0.14920999999999998 0.086095000000000019 0.13592500000000005 0.12992500000000004 0.121465 0.13093500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 9 15 28 11 12 -6 -14 -3 -9 -17 18 -12 20 -8 -20 23 24 -16 26 27 -25 29 -2
right_child=7 14 -4 4 10 -7 19 8 -10 -11 17 -13 13 -15 22 16 -18 -19 21 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011516370567614619 -7.2080740355886529e-05 0.017726888874125098 -0.0032222242094576362 0.00032312796451151372 0.0071946945035807706 0.016691821894103974 0.0063042267423346248 0.0036503797838866544 0.0075795420603494024 0.011210547461738125 0.013377889952863809 0.013734291520668193 0.0053512581591976102 -0.0071893062459171889 0.021187765078086937 0.00010192550905048849 -0.013915388374589383 0.013665108574899094 0.0078855176456272599 0.014381411867410255 0.014309239795861337 -0.0014222154494332659 0.0044792683923552774 0.01097301404886704 0.010209835900200739 0.0058381317031764709 0.019084967609325595 0.0039119075482281357 0.0011583052466540963 0.0088383258811607062
leaf_weight=23 40 31 20 20 83 42 84 22 28 38 27 20 29 28 28 25 20 52 40 60 39 22 29 1992 27 43 22 26 79 82
leaf_count=23 40 31 20 20 83 42 84 22 28 38 27 20 29 28 28 25 20 52 40 60 39 22 29 1992 27 43 22 26 79 82
internal_value=0 0.0103796 0.00806238 0.00845902 0.00886387 0.0108491 0.00964021 0.00376091 0.000176588 0.00518563 0.00724801 0.00516082 0.00393604 -0.000809019 0.0110006 -0.00291718 -0.00612799 0.00961646 0.00725095 0.0106585 0.0088424 0.00458277 0.0109043 0.0109915 0.0157986 0.0108646 0.0109705 0.010882 0.0040466 0.00591688
internal_weight=0 2787 589 569 546 245 203 334 95 239 301 160 140 57 2198 67 45 141 89 183 123 62 2167 2138 55 2083 2040 2018 201 122
internal_count=3121 2787 589 569 546 245 203 334 95 239 301 160 140 57 2198 67 45 141 89 183 123 62 2167 2138 55 2083 2040 2018 201 122
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 13 149 10 4 13 3 159 1447 457 1 3 12 51 11 11 11 3 133 13 42 52 481 402 43 12
split_gain=1.06695 0.375872 0.291377 0.215246 0.194874 0.212412 0.166898 0.1653 0.164206 0.237227 0.262918 0.184391 0.190427 0.176355 0.345848 0.295623 0.175136 0.153055 0.142604 0.212138 0.212326 0.194816 0.140354 0.382085 0.467386 0.286374 0.273064 0.25317 0.171804 0.160791
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.26746000000000009 0.07770500000000001 -0.079859999999999987 -0.073934999999999987 -0.078279999999999975 0.11296500000000002 -0.085489999999999997 -0.085804999999999979 0.045365000000000009 0.084525000000000003 -0.020429999999999997 0.10832500000000002 0.24916000000000002 1.0000000180025095e-35 0.086080000000000018 0.090070000000000025 -0.12018999999999998 -0.0081349999999999981 -0.051094999999999995 0.085225000000000009 0.08257500000000001 -0.073474999999999985 -0.020594999999999999 -0.0090299999999999981 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -2 11 -10 13 -4 -13 17 -15 -16 18 -11 21 -20 -21 -14 26 24 -24 27 -23 -26 -27 -25
right_child=6 -3 4 -5 -6 -7 -8 -9 9 10 -12 12 16 14 15 -17 -18 -19 19 20 -22 22 23 29 25 28 -28 -29 -30 -31
leaf_value=-0.0054255307345143101 -0.0032276984340009781 0.0023806330085111163 0.017103816473778958 0.0078996195630342877 0.0019429547828622162 0.015726362677070043 0.010925465507898481 0.0037138076994380209 0.010392571775086998 0.0089572027209035079 -0.0031891069973685911 0.0020565546505774061 0.0026684773154556753 0.011403594047353581 -0.010440786202671007 0.0043307310214177486 0.0017460468712008814 8.2954792305827153e-05 0.018332441301779533 0.0017510896726023583 0.014403648423548375 0.022572992960719962 -0.0080949148374863649 0.009939085275982508 0.0098775727854621027 0.01987216759118296 0.011337989952497102 -0.0022999260574579241 0.0088373960797176795 0.015078965624432185
leaf_weight=22 39 75 42 27 32 59 28 285 664 688 21 27 32 41 20 42 22 20 58 21 36 23 22 188 31 21 364 38 43 90
leaf_count=22 39 75 42 27 32 59 28 285 664 688 21 27 32 41 20 42 22 20 58 21 36 23 22 188 31 21 364 38 43 90
internal_value=0 0.00936339 0.00955779 0.0019169 0.00969934 0.00979432 0.00351837 0.00287826 0.00965729 0.00898298 0.00785801 0.0106108 0.0103423 0.00814407 0.00427789 -0.000434275 0.0105685 0.00870652 0.0107693 0.0140747 0.00974218 0.0103231 0.0106218 0.00938498 0.00540673 0.00764008 0.0120057 0.00317112 0.0124582 0.0116031
internal_weight=0 2769 2694 49 2645 2613 352 324 2554 1496 832 1058 1016 811 103 62 989 708 967 115 57 852 820 433 155 133 387 69 64 278
internal_count=3121 2769 2694 49 2645 2613 352 324 2554 1496 832 1058 1016 811 103 62 989 708 967 115 57 852 820 433 155 133 387 69 64 278
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=31
num_cat=0
split_feature=1 2 14 0 14 3 97 48 12 43 130 1 483 4 390 1186 133 403 457 50 1424 48 52 4 4 160 0 1186 1446 42
split_gain=0.8889 0.244118 0.163512 0.157904 0.220429 0.286123 0.164754 0.150842 0.138357 0.264656 0.137493 0.136861 0.135028 0.132644 0.119252 0.111008 0.139435 0.151008 0.110943 0.105261 0.104806 0.108819 0.261444 0.22462 0.492713 0.202092 0.196626 0.12965 0.106548 0.170368
threshold=0.12000500000000001 0.10803500000000001 0.076175000000000007 -0.13455999999999999 -0.10708499999999999 -0.077564999999999981 -0.083924999999999986 0.13400000000000004 0.089005000000000015 -0.083434999999999995 -0.054004999999999991 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.090020000000000017 0.084100000000000022 0.14779000000000003 -0.0044549999999999998 -1.0000000180025095e-35 0.020130000000000006 1.0000000180025095e-35 0.093265000000000015 0.13140000000000004 -0.17966999999999997 -0.111605 -0.085834999999999981 -0.06563999999999999 0.068350000000000008 0.083715000000000026 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 9 -3 15 12 13 -2 20 16 17 -8 -7 -10 21 23 -23 25 -25 -12 27 28 -26 -30
right_child=11 7 -4 6 5 18 10 -9 19 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.014377595450729131 0.0079547799306197292 -0.0037916355323226701 0.01301020730176889 0.0017820690001826734 -0.0068930640583857901 -9.6138083123757193e-05 0.01162495085772014 -0.0019805186649873145 0.009056216169942375 0.0063245972474434003 0.022053791706760726 -0.004484843912169985 0.011457344326190652 0.002049836767962812 0.0011296109668910504 0.0069761470795191571 0.0072155329927971416 0.021191573490840245 0.0074822984927456196 0.0029069978219922635 0.015601347930445944 0.0080519850827753554 -0.0033432038112853968 -0.0068837389840700793 0.0087444387623841786 0.011307570100207592 0.003877370880060905 0.016607285744976254 0.014057871340926134 0.0074685312664279566
leaf_weight=25 45 31 90 32 20 24 33 21 214 156 21 23 20 246 20 29 22 33 99 32 23 125 24 20 1327 105 74 23 99 65
leaf_count=25 45 31 90 32 20 24 33 21 214 156 21 23 20 246 20 29 22 33 99 32 23 125 24 20 1327 105 74 23 99 65
internal_value=0 0.00841798 0.00883084 0.00866314 0.0057144 0.00419985 0.00890188 0.00629639 0.00669781 0.00464757 0.0090134 0.00295874 0.00350923 0.00296297 0.00881121 0.0123418 0.0141101 0.0164083 0.00600358 0.00825632 0.00889181 0.00880986 0.00621652 0.0090327 0.0087141 0.0130986 0.00891055 0.00915655 0.00904162 0.0114462
internal_weight=0 2787 2333 2243 168 143 2075 454 433 187 2043 334 311 291 1926 117 88 66 123 246 1906 1883 149 1734 1608 126 1588 1514 1491 164
internal_count=3121 2787 2333 2243 168 143 2075 454 433 187 2043 334 311 291 1926 117 88 66 123 246 1906 1883 149 1734 1608 126 1588 1514 1491 164
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 3 4 123 2 34 12 52 2 3 47 156 14 3 11 4 0 13 43 2 3 0
split_gain=44.6223 5.59637 4.83083 3.40341 2.37904 1.76265 1.42648 1.42561 1.26416 1.20529 1.15759 0.972152 0.818435 0.760472 0.751637 0.727207 0.984308 0.857711 0.713614 0.705556 0.683879 0.620093 0.587784 0.754927 0.536475 0.516023 0.490203 1.01884 0.476797 0.448247
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.09141500000000001 0.085505000000000012 0.40124500000000002 0.033845000000000007 -0.11171999999999999 -0.16363499999999997 0.088205000000000019 0.13754500000000003 -1.0000000180025095e-35 0.13597000000000004 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 0.077555000000000013 0.092190000000000008 0.076175000000000007 0.149315 0.080455000000000013 -0.15464999999999998 -0.13027499999999997 -0.016469999999999995 -0.079914999999999986 0.11362000000000001 0.092670000000000016 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 9 20 12 -5 14 -1 -6 21 13 -3 22 16 17 -12 19 28 24 -8 23 -7 -4 -15 29 -28 -11 -2
right_child=1 6 5 7 10 8 11 -9 -10 18 15 -13 -14 25 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00084027607375994709 0.00032309215333239705 0.00032051990502605248 0.0011154374239199303 0.0012628817582048236 0.0012883473850979902 0.00098376256265059235 0.0010483154383323647 0.00076365040865820585 0.0011107461068633139 0.0012521191210382514 0.0008075234099525851 0.00037588572760489112 0.0002938775480404848 0.00051337719131314553 0.00099476152493229906 0.0011958282278931658 0.0006138904919724752 0.0012331851061527467 0.0015574022415367995 0.0015763673851358678 0.0016179636838541821 0.00062622984542566183 0.0014943917778911992 0.0013133903627725566 0.0013809845955033827 0.00084861867126268269 0.0010398239087240368 0.00066498356504295932 0.00099202078388852585 0.00070466074898607267
leaf_weight=26 20 40 30 91 31 28 32 29 160 120 52 21 101 41 29 23 54 28 32 21 46 23 65 581 1170 31 40 92 35 29
leaf_count=26 20 40 30 91 31 28 32 29 160 120 52 21 101 41 29 23 54 28 32 21 46 23 65 581 1170 31 40 92 35 29
internal_value=0 0.000699047 0.00129784 0.000886168 0.00110634 0.00133616 0.000504156 0.00114223 0.00126805 0.0012383 0.000942092 0.000734776 0.000421869 0.00053729 0.00130385 0.000873723 0.000818436 0.000956505 0.00128806 0.00123908 0.00138334 0.000871807 0.00131715 0.00129824 0.00137435 0.000657717 0.0007164 0.000778572 0.00119339 0.000548918
internal_weight=0 590 2531 301 422 2109 289 120 863 234 188 76 213 112 703 157 134 80 208 176 1246 55 674 609 1200 72 181 132 155 49
internal_count=3121 590 2531 301 422 2109 289 120 863 234 188 76 213 112 703 157 134 80 208 176 1246 55 674 609 1200 72 181 132 155 49
is_linear=0
shrinkage=0.00196078


Tree=3599
num_leaves=31
num_cat=0
split_feature=1 12 132 403 1456 1375 3 132 3 2 456 456 47 51 13 16 49 484 15 1 50 16 12 0 52 14 52 3 13 0
split_gain=0.889612 0.259916 0.24719 0.208985 0.166958 0.145382 0.131811 0.188237 0.132598 0.131488 0.127842 0.232618 0.1165 0.114471 0.163973 0.14857 0.248596 0.121288 0.113823 0.177866 0.110443 0.111719 0.134894 0.133568 0.118247 0.107403 0.114295 0.190413 0.104965 0.121588
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.085340000000000013 -0.077604999999999993 -0.27302499999999996 0.30112000000000005 0.10365500000000001 0.12745000000000004 -0.080614999999999978 0.089235000000000023 0.060100000000000008 0.084635000000000016 -0.12794499999999998 0.086705000000000018 -0.39185999999999993 -0.043469999999999995 0.085515000000000022 -0.40580499999999992 0.13869000000000004 0.077805000000000013 -0.094359999999999986 -0.010834999999999999 -0.067094999999999988 -0.046924999999999988 -0.46166999999999997 -0.23375999999999997 -0.0025099999999999996 1.0000000180025095e-35 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 18 25 -3 11 12 13 -7 15 16 -15 20 -8 -20 21 -17 23 -23 -24 -2 -27 28 -28 -30
right_child=6 9 -4 -5 5 10 7 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 19 -21 -22 22 24 -25 -26 26 27 -29 29 -31
leaf_value=0.01380254021214862 0.010283650243654848 0.015529317423821458 -0.0028356614092794751 0.015258420041451851 -0.0015256054051544356 0.010205570997921035 0.0027736615662908425 0.0068361257751738394 0.0097710360895450193 0.0089701774195640304 -0.0012128867185674608 0.017501577460207047 0.010691203145522691 0.0039044269163048631 -0.0020239165181229857 -0.00047458605951673934 0.016178953172074576 -0.0015049875772092493 -0.00010314875010711451 -0.012872019205242398 -0.00058687030373571016 0.0069795298957832349 0.0078848536957853623 -0.0018527030944824219 0.016853678171035082 0.007882947621471955 0.0056949834308167267 -0.0051932803225046139 0.0051368643529713159 -0.0055241847797372866
leaf_weight=31 20 31 26 30 23 52 23 28 38 2167 20 20 57 33 29 21 33 28 24 20 26 67 49 23 21 33 71 34 20 23
leaf_count=31 20 31 26 30 23 52 23 28 38 2167 20 20 57 33 29 21 33 28 24 20 26 67 49 23 21 33 71 34 20 23
internal_value=0 0.00856278 0.00669724 0.00713748 0.00668039 0.00624057 0.00310136 -4.95812e-05 0.00435382 0.00906269 0.00661348 0.0069545 0.00647399 0.00584472 0.00515756 0.00584946 0.0100417 0.00467207 -0.00292719 -0.00590718 0.00550762 0.00638307 0.00728313 0.0047224 0.0105755 0.00332967 0.00256127 0.00137468 0.00333355 -0.000565557
internal_weight=0 2787 589 563 533 502 334 95 239 2198 479 459 439 382 330 301 66 235 67 44 207 181 160 90 70 201 181 148 114 43
internal_count=3121 2787 589 563 533 502 334 95 239 2198 479 459 439 382 330 301 66 235 67 44 207 181 160 90 70 201 181 148 114 43
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 47 4 2 12 12 2 14 123 16 34 13 12 47 3 4 0 16 43 2 0 12 39 3 16
split_gain=57.2959 6.87832 5.87166 4.00714 2.78291 2.55085 2.093 1.88722 1.85672 1.77188 1.57234 1.22079 1.19667 1.19649 0.961187 0.902952 0.818926 0.810784 0.761832 0.697132 0.691076 0.682572 1.1274 0.66444 1.20607 0.696979 0.532049 0.506634 0.400201 0.42125
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.085505000000000012 0.40124500000000002 0.13404500000000005 -1.0000000180025095e-35 0.051320000000000005 0.13754500000000003 0.076175000000000007 0.088205000000000019 -0.5335399999999999 -0.038779999999999995 -0.016469999999999995 0.090455000000000021 0.077555000000000013 0.149315 0.033845000000000007 -0.10836499999999999 -0.39185999999999993 -0.079914999999999986 0.11362000000000001 -0.072269999999999987 0.093965000000000007 0.084405000000000008 0.10732000000000001 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 23 8 10 11 26 18 27 -1 15 17 19 -11 -3 -17 21 28 -8 -19 22 -12 25 -25 -2 -5 -6 29 -4
right_child=1 6 4 7 9 -7 13 -9 -10 14 12 -13 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011265640885696985 0.00035046390750828908 0.00036237615707406673 0.0013765559521915327 0.0016784272467096645 0.00065741427083962616 0.00089536073641985456 0.0012062708737657351 0.00085352515049928583 0.0010080543660796156 0.00090465466911886249 0.0015601454816792345 0.00033175492439206319 0.0018161721103676491 0.00046894443227912114 0.0013858515424533687 0.00057770351780846857 0.00098615974820145925 0.0015138314792593306 0.0017342189260282593 0.00075873306222761785 0.0013531186105997779 0.0015828073167351276 0.00098755107352546602 0.0011836743530105143 0.0007758439793223666 0.00082626320079140275 0.00133818880155277 0.00099469903515276236 0.0011626898998918097 0.0015424514821931426
leaf_weight=35 20 34 143 24 23 24 32 29 40 20 39 101 61 21 79 46 32 656 34 23 122 1047 20 40 92 29 67 67 21 100
leaf_count=35 20 34 143 24 23 24 32 29 40 20 39 101 61 21 79 46 32 656 34 23 122 1047 20 40 92 29 67 67 21 100
internal_value=0 0.000803809 0.00148234 0.00101126 0.00129817 0.00153077 0.000587747 0.00128911 0.00140472 0.00110762 0.00153847 0.000488073 0.00154588 0.000867097 0.00128864 0.000629038 0.000745275 0.00153713 0.00145796 0.00101912 0.00148863 0.00157124 0.00136605 0.000827047 0.000899429 0.000632059 0.00142792 0.000908504 0.00142238 0.00144483
internal_weight=0 590 2531 301 527 2004 289 120 338 189 1980 213 1945 76 99 112 78 1884 298 55 778 1106 59 181 132 49 91 90 264 243
internal_count=3121 590 2531 301 527 2004 289 120 338 189 1980 213 1945 76 99 112 78 1884 298 55 778 1106 59 181 132 49 91 90 264 243
is_linear=0
shrinkage=0.00196078


Tree=3601
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 3 4 0 14 43 2 0 15 1 12 2 0 4 15 2 13 52 3 157 0 0
split_gain=41.2013 5.27227 4.67666 4.05852 2.62848 1.82903 1.58235 1.23989 1.05954 1.07302 1.04198 0.885534 0.815636 0.813964 0.839546 0.792308 0.582475 0.571158 0.510932 0.465027 0.486938 0.461093 1.06461 0.451804 0.428301 0.705086 0.419959 0.575134 0.415473 0.400986
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.09141500000000001 0.13082500000000002 0.11275500000000001 -0.0037349999999999996 0.033845000000000007 -0.067094999999999988 0.076175000000000007 -0.025214999999999998 0.11177500000000001 -0.23194499999999998 0.13592500000000005 0.10124500000000002 0.093965000000000007 0.25063000000000007 -0.036484999999999997 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.0075049999999999987 -0.023194999999999997 -0.14847999999999997 -0.08107499999999998 -0.14001499999999997 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 15 18 12 19 9 11 16 17 28 -2 -15 -1 26 -6 -5 20 -3 23 -23 -17 -16 -26 -8 -28 -4 -29
right_child=1 7 6 5 8 -7 10 -9 -10 -11 -12 -13 -14 14 24 21 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0015973642388767099 0.00055054248213966988 0.00031676646735854039 0.0010868799720519507 0.0014613061260699836 0.0012229845591832397 0.00069891341674305934 0.0014423841452286914 0.0008157592148802399 0.0006635672534000852 0.0011448717333895329 0.0011000468804701869 0.00053232281888816865 0.0016083252048540704 0.0010570202826284895 0.00056186906099993719 0.0014162927871494879 0.00096847644648995039 0.00082599376554152049 0.0011373326235645232 0.00015785589872108425 0.00057350735543275442 0.0012345824714065736 0.00077492823504012639 0.0010704225898884676 0.0011061855610094819 0.00065887709762153226 0.0010264337079531672 0.0013257785506286782 0.0013474847835374204 0.001220259763637237
leaf_weight=22 116 77 24 24 22 36 60 26 44 96 160 25 46 31 52 53 23 38 85 36 45 76 26 20 20 42 35 360 1176 225
leaf_count=22 116 77 24 24 22 36 60 26 44 96 160 25 46 31 52 53 23 38 85 36 45 76 26 20 20 42 35 360 1176 225
internal_value=0 0.000694307 0.00126969 0.000819088 0.00108127 0.00108211 0.0013074 0.000418975 0.000936472 0.00100281 0.00124286 0.000842371 0.00135209 0.000672967 0.000770906 0.00124665 0.00127537 0.000971557 0.00120867 0.000353681 0.000411466 0.00120256 0.00111742 0.00132153 0.000693103 0.00080317 0.00128575 0.00127059 0.00134227 0.00128519
internal_weight=0 590 2531 406 422 145 2109 184 225 181 863 85 1246 261 145 197 703 60 109 158 122 175 102 73 114 62 680 620 1200 585
internal_count=3121 590 2531 406 422 145 2109 184 225 181 863 85 1246 261 145 197 703 60 109 158 122 175 102 73 114 62 680 620 1200 585
is_linear=0
shrinkage=0.00196078


Tree=3602
num_leaves=31
num_cat=0
split_feature=4 3 2 106 2 14 39 13 4 3 49 399 3 16 0 1 13 42 43 48 1 4 1454 1447 133 13 12 403 1210 1213
split_gain=1.13267 0.369259 0.291307 0.196724 0.161174 0.156269 0.144692 0.289794 0.141449 0.231954 0.416154 0.187327 0.18537 0.251728 0.172917 0.153402 0.150037 0.1513 0.146155 0.145727 0.255895 0.216462 0.141625 0.203007 0.197034 0.536058 0.17691 0.199221 0.274643 0.151457
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.085655000000000009 0.25063000000000007 -0.23960999999999996 0.10076500000000001 0.27266500000000005 -0.068329999999999988 0.092670000000000016 -0.039339999999999993 0.10153500000000001 -0.14989499999999997 -0.5315899999999999 -0.089269999999999988 0.096325000000000008 -0.061684999999999997 0.091735000000000025 0.11268500000000002 0.092475000000000016 0.095695000000000016 -0.51843499999999987 0.098995000000000014 -0.085684999999999997 0.032270000000000007 -0.084319999999999992 0.085195000000000007 -0.53960999999999981 -0.078184999999999991 -0.021674999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 -1 7 8 11 12 -11 14 -10 -14 -7 18 17 -17 -15 21 -21 -16 23 -23 -25 -26 -27 -28 -29 -30
right_child=4 -3 -4 -5 -6 6 -8 -9 9 10 -12 -13 13 15 19 16 -18 -19 -20 20 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=0.018794604763388637 0.0043769515897310622 0.0028994209036851924 -0.001192821999606879 0.0021898697385744703 -0.0041124390787445012 0.014670717039105233 0.0051052968854492066 0.020957491803914308 0.0020849150755713063 0.011609479016624392 -0.005482271491616432 0.020318684336685003 0.020515330385586079 0.010624825839452618 0.018360327279993465 0.014783144791088091 0.0047660591998594888 0.0072630492906848145 0.0066414359375473811 -0.0031830716345991406 0.012428123024957521 0.018632013627017538 0.0024222858250141145 0.011287105982380773 -0.0058865027204155927 0.018024137880737808 0.014812624470742289 -0.002969978846933531 0.014536124228366785 0.0071653327815843076
leaf_weight=21 328 75 23 31 24 104 56 25 31 29 28 21 22 950 35 41 112 77 102 21 21 30 22 607 25 22 43 23 35 137
leaf_count=21 328 75 23 31 24 104 56 25 31 29 28 21 22 950 35 41 112 77 102 21 21 30 22 607 25 22 43 23 35 137
internal_value=0 0.00982047 0.0100132 0.0101096 0.00379813 0.0102026 0.0101338 0.0102436 0.0101381 0.00946071 0.00321353 0.0109609 0.00972745 0.00990913 0.0107862 0.00972712 0.00738766 0.00987596 0.0102386 0.0103905 0.00462253 0.0106379 0.0103516 0.0105408 0.0102687 0.00809971 0.00944454 0.00865146 0.00729285 0.0086652
internal_weight=0 2769 2694 2671 352 2640 2619 2563 2538 1392 57 1146 1335 1304 1125 1282 230 118 1052 1021 42 979 944 922 892 285 260 238 195 172
internal_count=3121 2769 2694 2671 352 2640 2619 2563 2538 1392 57 1146 1335 1304 1125 1282 230 118 1052 1021 42 979 944 922 892 285 260 238 195 172
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=31
num_cat=0
split_feature=4 3 2 106 1 43 0 0 49 13 48 16 44 48 0 14 48 147 15 48 51 52 43 15 50 15 3 42 12 0
split_gain=0.917461 0.2991 0.235959 0.159347 0.150164 0.168961 0.167811 0.171124 0.154588 0.144925 0.129237 0.216755 0.128636 0.163594 0.111076 0.110245 0.101877 0.156222 0.106543 0.165528 0.325454 0.309369 0.164568 0.152634 0.212056 0.224271 0.16457 0.239592 0.246405 0.210553
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.085655000000000009 0.13075500000000004 0.084740000000000024 0.024095000000000002 -0.036484999999999997 -0.046979999999999987 -0.47860499999999995 0.12118000000000002 -0.29154999999999992 0.081805000000000017 0.14779000000000003 -0.10096999999999999 -0.46825999999999995 -0.14001 0.091170000000000015 -0.12255999999999999 0.092475000000000016 0.11794000000000002 0.092650000000000024 -0.11720999999999999 -0.094329999999999983 0.077805000000000013 -0.095869999999999983 -0.13309499999999996 0.085465000000000013 0.083815000000000014 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 8 7 9 -2 -6 11 14 13 16 -10 -13 -1 18 22 23 21 -21 -18 24 25 -20 27 28 -25 -28
right_child=4 -3 -4 -5 6 -7 -8 -9 10 -11 -12 15 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.016278358399868013 -0.0018319519743432895 0.0026094788055246077 -0.0010735400689198919 0.0019708826995244433 0.0071017898989209384 0.013930589817464352 -0.006274202423026929 0.011033465117216111 0.012682854191650854 -0.0012994158147855408 -0.0018214968126267197 0.0058800737033986175 0.01503723599771793 8.9789929334074272e-05 0.0050417593354359271 -0.0040412471868053433 0.02021848438307643 0.0019395586933630207 0.0069938355434390883 0.0056982004050088603 0.01474399951475789 -0.0079611602518707518 0.010484471336244359 0.0018232014858060412 0.014895213736842076 -0.0026129165053134784 0.0048702658149677351 0.019182416562689472 0.012429931567146861 0.0094574647675150243
leaf_weight=20 34 75 23 31 28 20 26 20 52 77 20 24 37 20 30 21 20 30 101 97 32 20 132 27 24 32 106 40 116 1786
leaf_count=20 34 75 23 31 28 20 26 20 52 77 20 24 37 20 30 21 20 30 101 97 32 20 132 27 24 32 106 40 116 1786
internal_value=0 0.00883843 0.00901184 0.00909868 0.00341832 0.00520852 0.00103533 0.00255572 0.00424475 0.000940906 0.00565025 0.0068269 0.00918238 0.00909916 0.00988733 0.00125012 0.00916892 0.00911344 0.0091984 0.00903454 0.00580745 0.00336327 0.0117653 0.00924997 0.00624363 0.00468244 0.00947743 0.012341 0.0104273 0.00920047
internal_weight=0 2769 2694 2671 352 201 151 125 181 105 147 127 2640 2603 82 45 2583 2563 2533 2381 149 117 152 2232 157 133 2075 183 143 1892
internal_count=3121 2769 2694 2671 352 201 151 125 181 105 147 127 2640 2603 82 45 2583 2563 2533 2381 149 117 152 2232 157 133 2075 183 143 1892
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 4 43 2 4 2 4 52 49 14 47 12 47 39 51 16 11 4 0 15 1 49 51 16
split_gain=60.5323 7.74757 6.7391 3.73397 3.47044 2.69176 2.25371 1.94172 1.9301 1.49373 1.45891 1.12236 1.11941 0.987539 0.926985 0.897537 0.843565 0.788525 0.663391 0.639279 0.616799 0.616624 0.614042 0.84194 0.546721 0.938379 0.50324 0.734781 0.49997 0.391959
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.09141500000000001 -0.16363499999999997 -0.025214999999999998 0.11177500000000001 0.033845000000000007 0.11389000000000002 -0.019614999999999997 0.048770000000000008 -0.017229999999999999 0.076175000000000007 0.091680000000000011 0.13597000000000004 0.077555000000000013 0.095830000000000012 -0.10056999999999998 -0.008904999999999998 0.080455000000000013 -0.15464999999999998 -0.11437499999999999 -0.095244999999999982 0.10124500000000002 -0.061079999999999988 -0.033649999999999992 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 11 8 15 -6 19 -10 17 18 -11 -7 -2 24 26 22 20 -3 -1 -14 23 -8 25 -4 27 -9 -22 -25
right_child=1 5 6 -5 7 13 10 16 9 12 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 28 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0015152034014557676 0.00081198702502846163 0.00052040178441683789 0.0014891335248501919 0.00062208284681139427 0.0013577500258081703 2.7426815068584394e-05 0.0010027528080452724 0.0010896679383904627 0.0010643416908026602 0.0010348777785239849 0.0011331185590767977 0.00084551571272379993 0.00062380235761722773 0.000449658498719051 0.0012676475702485394 0.0017012565813558486 0.0011105173603784125 0.0010239822325309924 0.0015662620429545021 0.00026687617647600263 0.00093829582201287076 0.0002672893557062606 0.0015353445755949928 0.0014013512770925222 0.0014300375039320379 0.00089568054887886146 0.00064039810652464211 0.00063268127881623568 0.001258654124922343 0.0012994902553080561
leaf_weight=31 21 95 21 75 31 57 28 31 38 20 160 22 66 34 94 46 31 29 33 64 22 26 65 293 1159 20 71 24 126 288
leaf_count=31 21 95 21 75 31 57 28 31 38 20 160 22 66 34 94 46 31 29 33 64 22 26 65 293 1159 20 71 24 126 288
internal_value=0 0.00063644 0.00133387 0.000962457 0.00110768 0.000481582 0.00137913 0.000909301 0.000568871 0.00072842 0.00130211 0.00126706 0.000614447 0.000185184 0.00118444 0.00143247 0.000820754 0.00134057 0.00131081 0.000418354 0.00126371 0.000523049 0.00135419 0.00133485 0.00142217 0.00119964 0.000749463 0.000890256 0.00121103 0.00135086
internal_weight=0 590 2531 190 422 400 2109 188 309 150 863 234 112 91 115 1246 157 703 212 159 179 92 674 609 1200 41 126 55 148 581
internal_count=3121 590 2531 190 422 400 2109 188 309 150 863 234 112 91 115 1246 157 703 212 159 179 92 674 609 1200 41 126 55 148 581
is_linear=0
shrinkage=0.00196078


Tree=3605
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 14 1 2 2 16 1 15 15 52 1 2 52 159 1 52 47 12 3 16 4 16 0
split_gain=47.4222 7.51935 3.92076 3.5895 2.76957 2.40433 1.73053 1.53391 1.47061 1.21537 1.09425 0.866884 0.731374 0.71677 0.7079 0.610069 0.571435 0.645123 0.785792 0.562284 0.560856 0.531338 0.462116 0.417582 0.590638 0.62743 0.393796 0.377073 0.443407 0.367409
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.062655000000000016 0.092845000000000025 0.089775000000000008 0.14838000000000004 -0.042349999999999992 0.122715 1.0000000180025095e-35 -0.40580499999999992 -0.56176499999999996 0.089770000000000016 0.10559 0.12418000000000001 0.082585000000000006 0.091195000000000012 -0.088204999999999992 0.078345000000000012 -1.0000000180025095e-35 0.11296500000000002 -0.016164999999999995 0.038415000000000012 -0.10850999999999998 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 20 6 8 11 10 -4 21 14 -9 -2 19 -13 -12 27 26 -6 23 -1 -10 24 -3 -26 -19 -18 -29 -7
right_child=1 4 9 -5 7 29 -8 12 22 -11 16 15 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0013795612110580231 0.0012651487074646296 0.00059719384536111486 0.0011990951730513864 0.0006856532360667955 0.00032923013812679924 0.0010740167662209156 0.00080714714713394644 0.00056031993301469782 0.0013885807022663303 0.00074724544180569306 0.001487656738243851 0.00038952496894970051 0.00097810926670634669 0.00092020124610874899 0.00077274247927738881 2.7285099531490638e-05 0.0013034304806384292 0.00077562097032999732 0.0013931481138108267 0.00067781115501933131 0.00056591333640725863 0.0012740501161472152 0.0016935260162926188 0.0010396058005250357 0.0011739661532735065 0.00073778613689629469 0.0011366298510914756 0.0012880729246341103 0.0011021113661899024 0.00072972449062456729
leaf_weight=1106 115 41 37 84 93 22 24 49 29 60 45 33 24 29 23 39 556 26 21 22 38 220 56 30 21 32 21 109 90 26
leaf_count=1106 115 41 37 84 93 22 24 49 29 60 45 33 24 29 23 39 556 26 21 22 38 220 56 30 21 32 21 109 90 26
internal_value=0 0.000718225 0.00130592 0.00100778 0.00056987 0.00132186 0.00133091 0.000452834 0.00133643 0.0009196 0.00132663 0.000367723 0.000697675 0.00119568 0.00045872 0.000193312 0.0012725 0.00126074 0.00107782 0.000395915 0.000774323 0.00136206 0.00158949 0.00083819 0.000773908 0.000910612 0.000936923 0.00127721 0.00120397 0.000887525
internal_weight=0 673 2448 228 445 2351 2303 283 2279 97 2194 210 73 144 138 72 868 823 68 115 162 1326 85 124 94 53 47 755 199 48
internal_count=3121 673 2448 228 445 2351 2303 283 2279 97 2194 210 73 144 138 72 868 823 68 115 162 1326 85 124 94 53 47 755 199 48
is_linear=0
shrinkage=0.00196078


Tree=3606
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 49 12 2 2 4 123 42 12 4 14 14 51 151 3 52 47 0 15 50 15 39 157 4 42 2
split_gain=49.1771 8.73961 5.27402 3.76829 3.00487 1.65684 1.59565 1.38056 1.32243 1.37754 1.31966 1.32579 1.20742 0.885401 0.718129 0.616197 0.572985 0.55079 0.541898 0.536938 0.495009 0.491042 0.855721 0.463679 0.584632 0.532446 0.445284 0.431408 0.431221 0.404003
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.065819999999999976 0.089410000000000003 0.14705000000000004 0.051320000000000005 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.08128500000000001 -0.0060199999999999993 0.090455000000000021 0.033845000000000007 0.062655000000000016 0.076175000000000007 -0.10056999999999998 -0.088784999999999989 -0.14186499999999996 0.0031350000000000002 0.090100000000000013 -0.11242999999999999 -0.095244999999999982 0.086295000000000011 -0.41942499999999994 0.093755000000000019 -0.07686999999999998 -0.0070899999999999991 0.08623500000000002 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 17 10 -1 27 9 -4 14 -12 15 18 16 21 -5 -3 -14 -15 -19 22 -8 24 -10 -26 -20 -6 -13 -18
right_child=1 2 8 5 7 -7 12 -9 23 -11 11 28 13 19 -16 -17 29 20 26 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00096928175342710391 0.0013636247546126598 0.00091039175605949223 0.00078928536631441405 0.0013831791428190194 0.0014579615975711859 0.00068100737517370901 0.0014721607460695153 0.00067907950891704259 0.00042952832463262627 0.00042357706626872392 0.001411170208571004 0.00063159685917929108 0.0015233416698350586 0.0010856477451000816 0.0016108308761727576 0.0016403558782113145 0.0012093714511279929 0.00062167976506294765 0.0011117504969114017 0.0013776088621527116 0.00092796454776176908 0.0014144136186287496 0.00090544759241097106 0.00054897482186529298 -5.8204064946182242e-05 0.00033291610654916705 0.0013397814348738821 0.0011354883814115957 0.00096681196737653026 0.00092638753681512326
leaf_weight=38 76 40 66 73 22 25 21 23 35 99 20 25 59 91 20 45 254 172 35 33 23 1059 20 22 32 23 555 58 36 21
leaf_count=38 76 40 66 73 22 25 21 23 35 99 20 25 59 91 20 45 254 172 35 33 23 1059 20 22 32 23 555 58 36 21
internal_value=0 0.000736336 0.000658817 0.00132915 0.000823196 0.00117229 0.00136716 0.00110245 0.00045824 0.00056986 0.00119965 0.000973069 0.00137504 0.00131516 0.00124952 0.00141546 0.00122875 0.000700799 0.00134417 0.00116335 0.000657806 0.00140626 0.00119572 0.000293799 0.000231423 0.000105355 0.00132625 0.00122417 0.000829429 0.00118776
internal_weight=0 691 615 2430 338 474 1956 103 277 165 449 81 1918 773 368 1145 348 235 649 124 195 1100 41 112 90 55 590 80 61 275
internal_count=3121 691 615 2430 338 474 1956 103 277 165 449 81 1918 773 368 1145 348 235 649 124 195 1100 41 112 90 55 590 80 61 275
is_linear=0
shrinkage=0.00196078


Tree=3607
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 0 2 15 0 14 2 4 15 52 2 2 2 0 0 43 2 12 16 150 34
split_gain=43.423 5.21121 5.07354 3.85805 3.0108 2.10481 2.0055 1.63593 1.21304 1.17704 1.13603 1.133 0.972839 0.85573 0.823352 0.666095 0.5686 1.22026 0.529392 0.607806 0.508591 0.503205 0.491658 0.465472 0.415506 0.617113 0.414554 0.377708 0.36351 0.357329
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.13082500000000002 0.40124500000000002 -0.16363499999999997 0.022185000000000003 -0.067094999999999988 0.092235000000000025 0.13592500000000005 -0.23194499999999998 0.076175000000000007 0.14019000000000004 -0.059649999999999988 -0.03241999999999999 1.0000000180025095e-35 0.10402500000000002 0.17025000000000004 0.099185000000000009 -0.14001499999999997 -0.09595999999999999 -0.079734999999999986 0.11362000000000001 0.093965000000000007 -0.11118499999999999 0.083770000000000011 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 13 14 20 26 -6 12 11 28 23 -1 22 24 21 -18 19 -13 29 -15 -4 -7 -2 -26 -5 -22 -10 -3
right_child=1 6 5 7 8 9 -8 -9 10 -11 -12 18 -14 16 -16 -17 17 -19 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017954720479706815 0.00073694206329520185 0.00040828975097534538 0.0012533779709532956 0.0016122282902691879 0.0014344629069336322 0.0016808447462541086 0.0010395654411823078 0.00088513987808445699 0.0014408365701760897 0.0012688825173612851 0.00068708261499315307 0.0011202044996601089 0.001035368964284742 0.0016172918354278576 0.0017985092696732978 0.00057053366358605407 0.001416059525566266 0.00092394871898501168 0.0012541308768970125 0.00076067219883982655 0.00052144456909184844 0.001252276822924614 0.0015368711339985353 0.0014516621928228847 0.001118894409899618 0.00084927916957293142 0.0013184048757687503 0.00017615424366502645 0.0011410963405915002 0.00065572146516410131
leaf_weight=22 51 28 24 24 35 36 38 33 35 170 30 29 21 53 46 29 76 26 20 48 29 20 1176 636 50 94 80 21 28 113
leaf_count=22 51 28 24 24 35 36 38 33 35 170 30 29 21 53 46 29 76 26 20 48 29 20 1176 636 50 94 80 21 28 113
internal_value=0 0.000859551 0.00145025 0.00100632 0.00125399 0.00148952 0.00062818 0.00126551 0.00109902 0.00141509 0.00103723 0.00110288 0.00145095 0.00143099 0.00154107 0.000847797 0.00138517 0.00129062 0.000969905 0.00089608 0.000546334 0.00151729 0.0015312 0.00146394 0.000889031 0.000942896 0.00138621 0.000376423 0.00130762 0.000606586
internal_weight=0 590 2531 361 422 2109 229 137 225 863 190 160 693 197 1246 224 175 102 97 77 191 73 1200 672 195 144 104 50 63 141
internal_count=3121 590 2531 361 422 2109 229 137 225 863 190 160 693 197 1246 224 175 102 97 77 191 73 1200 672 195 144 104 50 63 141
is_linear=0
shrinkage=0.00196078


Tree=3608
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 0 0 1 454 1 133 1 3 12 12 11 12 10 2 2 12 4 1210 12 43 42 42 42 42 158
split_gain=1.55893 0.42305 0.255125 0.293089 0.243724 0.179419 0.162686 0.160222 0.15702 0.153734 0.176797 0.192887 0.148406 0.148335 0.146224 0.167202 0.220764 0.156687 0.1504 0.221763 0.132377 0.249817 0.169985 0.524412 0.179987 0.185381 0.162271 0.378281 0.173272 0.161751
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -1.0000000180025095e-35 0.22582000000000002 1.0000000180025095e-35 0.13075500000000004 -0.037229999999999992 0.11669000000000002 0.087035000000000015 0.10871500000000002 0.092670000000000016 -0.081419999999999979 0.11734000000000001 0.080705000000000013 0.088930000000000023 -0.012544999999999999 0.10527500000000002 0.12992500000000004 0.087695000000000009 -0.15764999999999998 -0.082214999999999983 0.085565000000000016 -0.11720999999999999 0.086665000000000006 0.089165000000000008 0.088380000000000014 0.087195000000000009 0.10254000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 8 -2 12 -4 -6 -3 10 11 -10 14 -11 15 17 -17 -1 -16 -20 22 -22 23 -19 -24 29 27 28 -27 -26
right_child=1 2 6 -5 7 -7 -8 -9 9 13 -12 -13 -14 -15 18 16 -18 20 19 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0044716310910070728 -5.0831639340945659e-05 -0.0026753379870206118 0.0032189388631700747 0.018086470950150951 0.012189422356697727 0.0029929644777439536 -0.0062879673341133943 0.0053162636002525689 0.0059964689123444262 0.0073048487961016317 0.0025332752247777535 0.013330345907597803 0.0088674708929676656 0.0013415328513960852 0.015262957706692674 0.011034783944487573 0.023492852554684789 0.010424157167816986 -0.0026201412054000514 0.010974051962589979 0.0021511115729808809 0.012260817328807494 0.018431981753383297 0.03089855591004545 0.013338695137317459 0.0038498624176672488 0.01341433377427504 -0.0048181750997900973 0.013547767298135522 0.019983444060609402
leaf_weight=23 21 20 72 21 223 20 24 40 65 81 40 80 107 86 21 25 33 29 21 28 25 1096 64 22 604 27 86 20 58 39
leaf_count=23 21 20 72 21 223 20 24 40 65 81 40 80 107 86 21 25 33 29 21 28 25 1096 64 22 604 27 86 20 58 39
internal_value=0 0.00724655 0.00546371 0.00659263 0.0103163 0.0124241 0.000842212 0.0111441 0.00594378 0.0064335 0.00841908 0.0100427 0.0125051 0.00423392 0.0126803 0.0128267 0.018123 0.0126799 0.00818247 0.00514797 0.0127711 0.0120354 0.0136403 0.0192563 0.0133213 0.0129292 0.0101936 0.00755575 0.0104673 0.0137417
internal_weight=0 773 489 393 284 2348 96 263 372 352 185 145 2328 167 2221 2151 58 2093 70 49 2070 1121 949 51 898 834 191 105 85 643
internal_count=3121 773 489 393 284 2348 96 263 372 352 185 145 2328 167 2221 2151 58 2093 70 49 2070 1121 949 51 898 834 191 105 85 643
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=31
num_cat=0
split_feature=4 3 9 2 160 11 1 15 49 3 48 2 1 43 49 403 12 49 0 0 0 483 48 13 40 2 455 1424 157 43
split_gain=1.29731 0.412424 0.300885 0.207134 0.19767 0.170463 0.202518 0.259843 0.170409 0.177288 0.200105 0.166597 0.162261 0.155913 0.142201 0.141457 0.215204 0.140222 0.169434 0.133878 0.164506 0.145042 0.132194 0.130882 0.125591 0.24153 0.123886 0.124159 0.134286 0.121167
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.10188000000000001 0.079055000000000014 1.0000000180025095e-35 0.080000000000000016 0.079055000000000014 0.14233500000000002 0.12745000000000004 0.12737000000000001 -0.090999999999999984 0.13075500000000004 0.084740000000000024 -0.046019999999999998 -0.054954999999999997 0.10508500000000001 -0.13330999999999996 -0.13027499999999997 0.024095000000000002 -0.036484999999999997 0.093585000000000015 0.078735000000000013 -0.0079349999999999993 -0.078554999999999986 0.11510000000000002 0.08729000000000002 1.0000000180025095e-35 -0.24909499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 11 7 -7 9 10 15 -4 13 14 -2 16 -5 -17 29 20 21 -14 -8 -10 -16 -26 27 28 -13 -19
right_child=12 -3 3 8 -6 6 22 -9 23 -11 -12 26 19 -15 24 17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0020810505311036932 -0.00038090573248660399 0.0034400532356618596 0.0033880667044566232 0.00042834877302604058 0.010841676318086683 0.0019084267909056506 0.015577890247934396 0.016832318619292762 0.0086664666632367739 0.019084088094532492 0.00037388014202208625 0.0047269926136059154 -0.00019596970763386171 0.014548700964078308 0.00019312839675694705 0.018177441264624183 0.013233235109198308 0.0013191003160660758 0.011026056260258581 -0.0046966721088840414 0.01150233735330403 0.0092689438909292227 0.02528337316344614 -0.0026368635613471269 0.013202669992860334 0.0041272503202376158 0.017341817017378552 0.018986372427926178 0.011362445673661939 0.010843440403484485
leaf_weight=29 36 75 26 35 20 20 36 28 21 20 23 31 85 20 25 23 21 34 318 26 20 20 23 20 51 69 35 21 1888 22
leaf_count=29 36 75 26 35 20 20 36 28 21 20 23 31 85 20 25 23 21 34 318 26 20 20 23 20 51 69 35 21 1888 22
internal_value=0 0.0107545 0.0109581 0.0111019 0.00319353 0.0115486 0.0154373 0.010614 0.00934861 0.00986077 0.00947324 0.0113406 0.00430926 0.00617018 0.00524438 0.00993524 0.00523018 0.0105989 0.0101329 0.00183215 0.00319015 0.00160687 0.0193614 0.00315265 0.006641 0.0079843 0.0114453 0.0113389 0.0112553 0.00506081
internal_weight=0 2769 2694 2645 49 2108 107 48 537 496 476 2001 352 201 181 453 56 397 374 151 125 105 59 41 145 120 1975 1940 1919 56
internal_count=3121 2769 2694 2645 49 2108 107 48 537 496 476 2001 352 201 181 453 56 397 374 151 125 105 59 41 145 120 1975 1940 1919 56
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=31
num_cat=0
split_feature=4 2 1 150 15 149 10 484 52 15 42 48 49 13 11 13 43 3 16 51 160 0 16 4 16 133 483 16 51 159
split_gain=1.05082 0.361838 0.21785 0.241697 0.180641 0.154064 0.151675 0.139151 0.150125 0.129261 0.179766 0.153602 0.120942 0.152706 0.119726 0.119181 0.125317 0.32012 0.172675 0.162861 0.117503 0.117468 0.112871 0.184537 0.175365 0.19659 0.174421 0.18733 0.155594 0.143674
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 1.0000000180025095e-35 -0.094329999999999983 0.07770500000000001 -0.079859999999999987 0.096415000000000015 0.039215000000000007 -0.03241999999999999 0.10892 0.094925000000000023 -0.054984999999999992 -0.0044799999999999987 0.091795000000000015 -0.41572999999999993 -0.05647499999999999 -0.010424999999999999 -0.39185999999999993 -0.069944999999999993 0.081905000000000019 -0.13455999999999999 -0.072359999999999994 0.022185000000000003 -0.0057949999999999989 0.089405000000000012 0.085510000000000017 -0.12029499999999999 -0.45454999999999995 0.12082500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 14 -5 6 -2 8 15 11 -11 -3 13 -6 -4 -8 17 -17 21 -20 -15 -18 26 29 -25 -26 -1 -28 -27 -24
right_child=5 9 3 4 12 -7 7 -9 -10 10 -12 -13 -14 20 -16 16 18 -19 19 -21 -22 -23 23 24 25 28 27 -29 -30 -31
leaf_value=0.010903325128215628 -0.0025855878953081677 0.013801566269539762 0.0090182169676125325 -0.0033323629425880924 0.0051996168515208059 0.010994946419876736 -0.0034493291581218898 -0.0032230727326047295 0.0094293770785615957 -0.0073570323362946513 0.0050560730773473294 0.0015563529694364185 5.5922172963619234e-05 0.018171317129163072 0.014553242072551735 0.0065299148098207447 0.0064557081400416789 -0.0077950572738280672 0.0053666751055667797 0.017975520696491006 0.0073314285278320325 -0.0015442908002898611 0.0099432226740932272 -0.00088462913569448327 0.014520276197387529 0.0098498761770315479 0.012127177396582233 0.023839827508411626 -0.0021841006752635751 0.016872508394261521
leaf_weight=856 39 20 562 22 81 28 22 24 54 20 28 21 25 20 42 39 50 26 21 20 20 29 861 29 30 22 36 22 21 31
leaf_count=856 39 20 562 22 81 28 22 24 54 20 28 21 25 20 42 39 50 26 21 20 20 29 861 29 30 22 36 22 21 31
internal_value=0 0.00967901 0.00988733 0.00846993 0.00511494 0.00387834 0.00326332 0.0040637 0.00473375 0.00340611 -0.000116054 0.00752963 0.00638782 0.00769607 0.0094031 0.0035088 0.00433625 0.000799926 0.00625176 0.0115173 0.0127514 0.003519 0.0104608 0.00972329 0.00569397 0.00830739 0.0112629 0.0165699 0.00397282 0.010184
internal_weight=0 2769 2680 772 168 352 324 285 261 89 48 41 146 121 604 207 185 65 120 41 40 79 1908 994 102 73 914 58 43 892
internal_count=3121 2769 2680 772 168 352 324 285 261 89 48 41 146 121 604 207 185 65 120 41 40 79 1908 994 102 73 914 58 43 892
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=31
num_cat=0
split_feature=1 12 2 12 1 4 12 4 4 3 2 2 14 47 15 50 4 3 43 13 1 16 12 0 2 0 16 1 1 3
split_gain=60.8656 6.90166 6.83764 5.34402 3.87166 2.83288 2.44401 2.30278 1.61612 1.36396 1.31532 1.5345 1.20715 1.03831 0.918355 0.861714 0.788464 1.25347 0.704419 0.892399 0.646426 0.643035 0.639933 0.627806 0.867462 0.625567 0.824669 0.439421 0.427819 0.420492
threshold=0.10752500000000002 0.051320000000000005 0.14285500000000004 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.09141500000000001 -0.16363499999999997 0.022185000000000003 -0.11171999999999999 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.077555000000000013 0.13592500000000005 0.041865000000000006 -0.062539999999999984 0.092670000000000016 -0.078139999999999973 -0.0075049999999999987 0.12656000000000003 -0.50690499999999983 0.093965000000000007 -0.067094999999999988 0.10402500000000002 -0.11173999999999999 -0.43320999999999993 0.096255000000000021 0.15964000000000003 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 9 22 12 -6 14 -1 20 -12 25 16 29 28 -11 -18 -13 -20 -2 -21 -5 24 27 26 -3 -9 -4 -8
right_child=2 6 15 5 7 -7 8 23 -10 13 11 18 -14 -15 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076974528904183914 0.00053017495857442124 0.0013203502118754452 0.00014193865560212387 0.0014041361709435781 0.0013036528853187072 0.00052940600092586079 0.0014306062284637901 0.0011478511268830361 0.0010479963483179316 0.0013766434498574669 0.00099518326608756297 0.00027944967234168068 0.0016667879250881921 0.0015709829790627255 0.00085756160409288017 0.00044876603908788144 0.001192024686925937 0.00067362737262525237 0.0004410095871181859 0.00047645420695152034 0.00019274566740054509 0.00088403279220610734 0.0010442046962310799 0.00045271823743582606 0.00060419528830333853 0.001352931852321279 0.00082123371352459877 0.0008159169971701536 -0.00015835597147872927 0.0012586007831517294
leaf_weight=26 35 35 76 24 31 43 60 23 170 57 32 35 46 32 21 30 97 22 74 22 58 46 91 28 60 1145 20 46 24 612
leaf_count=26 35 35 76 24 31 43 60 23 170 57 32 35 46 32 21 30 97 22 74 22 58 46 91 28 60 1145 20 46 24 612
internal_value=0 0.00125372 0.000554373 0.000666588 0.00102482 0.000958774 0.00129952 0.000815286 0.00121931 0.00119316 0.000513722 0.000600042 0.00135507 0.00124609 0.00126134 0.000157306 0.00118702 0.00109619 0.000528604 0.000590016 0.000319735 0.000752169 0.00111932 0.000718857 0.000776624 0.00134312 0.00113885 0.000926562 6.98679e-05 0.00127396
internal_weight=0 2531 590 460 422 158 2109 188 863 234 302 209 1246 208 693 130 176 119 177 142 93 68 115 157 129 1200 55 69 100 672
internal_count=3121 2531 590 460 422 158 2109 188 863 234 302 209 1246 208 693 130 176 119 177 142 93 68 115 157 129 1200 55 69 100 672
is_linear=0
shrinkage=0.00196078


Tree=3612
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 3 47 14 15 4 3 47 13 1 0 16 1 2 3 49 3 4 1 2
split_gain=53.5691 6.88862 5.96335 3.52805 3.16498 2.84101 2.38378 2.24087 2.05865 1.80614 1.17154 1.15564 1.10112 1.0705 1.06005 0.828105 1.03284 0.707188 0.687323 0.683079 0.672096 0.674552 0.647699 0.623386 0.584133 0.582846 0.481382 0.816916 0.400232 0.362592
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 -0.16363499999999997 0.10803500000000001 0.022185000000000003 -0.11171999999999999 0.077555000000000013 0.076175000000000007 0.13592500000000005 -0.064054999999999987 0.092670000000000016 0.091680000000000011 -1.0000000180025095e-35 0.16175000000000003 -0.11173999999999999 -0.43320999999999993 0.12958500000000003 0.11411 0.12745000000000004 -0.085174999999999987 -0.14847999999999997 -0.14723499999999998 0.12000500000000001 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 23 7 13 28 -5 22 14 -1 15 20 26 -13 -17 25 -11 -7 21 -4 -9 -2 -20 -10 -8 -28 -3 -6
right_child=1 5 6 8 29 19 10 9 17 18 -12 12 -14 -15 -16 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00074212597359988837 0.0011162149374915535 0.00044460300465717033 0.0012264968317095973 0.001232906915294566 0.00061760932050991958 0.00019124898062268178 0.0013634040445284126 0.001193754853757095 0.00091290246733541694 0.00039684982924898139 0.00099857911157771352 0.0013166393969907147 0.0015151648709148752 0.001574333503410436 0.00074844587069043038 0.0011140639450782691 0.00064394059674000882 0.00094528653288400303 0.00051096401746117122 -0.00020148269866917536 0.0012797530022387804 0.00078198025116121297 0.00070620972404653645 0.00073426330462098119 0.00088666683908546304 0.0005550633319397043 0.0008743811736577282 0.0011963130090562764 0.00014891792243690768 0.00032105409679031245
leaf_weight=26 92 24 35 31 51 90 60 22 21 94 166 56 32 46 21 98 22 31 41 21 1156 21 20 20 26 105 32 572 66 23
leaf_count=26 92 24 35 31 51 90 60 22 21 94 166 56 32 46 21 98 22 31 41 21 1156 21 20 20 26 105 32 572 66 23
internal_value=0 0.000527853 0.00118394 0.00097117 0.000840104 0.000384094 0.00122651 0.000485299 0.000771152 0.000599476 0.00114637 0.00113187 0.00118059 0.00128073 0.00118218 0.00111975 0.00102787 0.000679978 0.000505011 0.000116948 0.00126959 0.0010598 0.000961591 0.00104801 0.000656759 0.000614703 0.0011959 0.00117926 0.000227767 0.000525437
internal_weight=0 590 2531 422 186 404 2109 293 188 203 851 234 208 1258 685 176 120 157 161 111 1212 56 42 112 67 126 664 604 90 74
internal_count=3121 590 2531 422 186 404 2109 293 188 203 851 234 208 1258 685 176 120 157 161 111 1212 56 42 112 67 126 664 604 90 74
is_linear=0
shrinkage=0.00196078


Tree=3613
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 49 4 4 2 4 50 40 1 2 2 4 15 16 49 12 4 3
split_gain=50.1003 8.34274 4.0775 3.31297 3.22628 2.73389 2.07607 1.56368 1.2858 1.20371 1.18601 0.838062 1.42284 0.78506 0.6508 0.650606 0.593426 0.524375 0.509997 0.494389 0.465992 0.44543 0.439048 0.395832 0.393702 0.433386 0.356986 0.374031 0.340343 0.337922
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.10613000000000002 0.092845000000000025 0.089625000000000024 0.090425000000000019 -0.054984999999999992 -0.55119499999999988 -0.15464999999999998 0.088850000000000012 0.053180000000000012 0.041865000000000006 -0.077474999999999988 0.12000500000000001 0.13501500000000002 -0.0091949999999999983 0.061775000000000004 -0.089964999999999976 -0.11118499999999999 -0.013914999999999999 0.099815000000000015 0.42642000000000008 -0.078344999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 11 17 23 -4 14 22 -2 -1 -11 -16 26 24 -3 28 -5 -13 -8 25 -6 -7 29 -17 -28
right_child=1 4 10 21 18 8 9 -9 -10 15 -12 12 -14 -15 16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017789778923120152 0.00092855518154215573 0.00061731547105059123 0.0012547723111900376 0.00085629115633991683 0.00045075954540687446 0.0010924710654744915 0.0012491826076133578 0.0017038126136834652 0.00092875790412148915 0.0010739562660455704 0.00080548920155458145 0.001088708090612423 0.00085540338032716171 0.0013152444624451737 0.0014606237596828159 0.00070949368682042698 0.0013778823232078628 0.0011898359263883553 0.0005748085582103485 0.00033733275171709192 0.0005454370923702735 0.0005367922518824728 0.0013829641668244149 0.00091989326395502989 3.5169608343173472e-05 0.00010138727432372523 0.0014828975350656996 0.0012710477648751617 0.00095702442718821081 0.0012911429735540771
leaf_weight=21 24 48 37 62 43 21 25 76 41 20 58 21 23 127 941 90 516 132 26 49 52 23 272 32 22 20 106 112 28 53
leaf_count=21 24 48 37 62 43 21 25 76 41 20 58 21 23 127 941 90 516 132 26 49 52 23 272 32 22 20 106 112 28 53
internal_value=0 0.000780328 0.00137868 0.00107948 0.000625162 0.00139488 0.000718952 0.00142833 0.00126033 0.000814409 0.000980473 0.00141666 0.00132501 0.00125378 0.00143626 0.000739437 0.00143132 0.00129239 0.000334497 0.000475881 0.000700081 0.000769839 0.00136187 0.00106432 0.00026099 0.000339848 0.00133876 0.00135784 0.00076823 0.00141898
internal_weight=0 691 2430 236 455 2335 344 1870 465 247 95 1794 316 151 1478 190 1457 424 111 97 170 85 293 57 85 63 292 271 118 159
internal_count=3121 691 2430 236 455 2335 344 1870 465 247 95 1794 316 151 1478 190 1457 424 111 97 170 85 293 57 85 63 292 271 118 159
is_linear=0
shrinkage=0.00196078


Tree=3614
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 46 10 133 150 133 2 43 3 3 39 43 483 2 4 2 401 403 51 41 1456 480 52 43 1429 160
split_gain=1.56921 0.366144 0.266947 0.213056 0.186311 0.184658 0.150538 0.147197 0.225057 0.190439 0.20927 0.296755 0.15925 0.425682 0.162771 0.157618 0.158622 0.156102 0.136087 0.128362 0.121889 0.15358 0.126867 0.168823 0.156958 0.144541 0.184752 0.148883 0.139379 0.464714
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.40124500000000002 0.092120000000000021 0.081930000000000017 -0.062879999999999978 0.032270000000000007 0.083555000000000004 0.089595000000000022 0.10188000000000001 -0.085474999999999982 -0.14186499999999996 -0.10831999999999999 -0.020804999999999994 0.084740000000000024 -0.06916499999999999 0.10855000000000002 0.41257000000000005 0.099515000000000006 0.11336 0.50657000000000008 1.0000000180025095e-35 0.075585000000000013 -0.082149999999999987 0.084085000000000007 0.084735000000000019 -0.085254999999999984 0.084770000000000012 -0.073679999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 5 4 20 -3 -4 8 12 10 11 -9 17 -14 -15 16 -11 19 -2 -6 22 -22 23 28 -24 26 27 -26 -1 -30
right_child=1 2 6 -5 7 -7 -8 9 -10 15 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.012912442641115705 0.011201542447749737 0.0056653563230487196 -0.0071605163692895855 0.0021107109390537848 0.012475492828525604 0.015538175445981323 0.0023780707090806505 0.030084281675517563 0.0010125561866202745 0.0015973917470546439 0.011010936574602967 0.01401296645678856 -0.0048736860416829586 0.0014115757330728229 0.010721249294591246 0.017928268876055194 0.010890441761895395 0.007714212486254317 0.0058167629780655266 0.023544688311151484 0.023736695615066725 0.01228063334710896 0.018528690580278635 0.019580307472561901 0.017824340766819661 0.015171478039613277 0.0021477438623040187 0.00824553199101586 0.0023857033621443782 0.017349882584272159
leaf_weight=1212 176 359 21 22 20 20 78 20 29 20 40 27 20 20 308 29 225 21 64 22 22 25 20 36 20 33 41 86 49 36
leaf_count=1212 176 359 21 22 20 20 78 20 29 20 40 27 20 20 308 29 225 21 64 22 22 25 20 36 20 33 41 86 49 36
internal_value=0 0.00657868 0.00497855 0.0119065 0.011997 0.00618635 0.000354734 0.0107546 0.00952672 0.0122512 0.0163273 0.0208518 0.0101275 0.00928995 0.0101536 0.010957 0.0101318 0.0147538 0.0097656 0.0182736 0.0126268 0.017643 0.012473 0.0128254 0.0101245 0.00919066 0.00784803 0.0100529 0.0126379 0.00872347
internal_weight=0 718 478 2403 2381 379 99 801 440 361 87 47 411 348 328 274 245 63 240 42 1580 47 1533 1333 200 180 147 106 1297 85
internal_count=3121 718 478 2403 2381 379 99 801 440 361 87 47 411 348 328 274 245 63 240 42 1580 47 1533 1333 200 180 147 106 1297 85
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 14 43 2 0 42 2 1 2 13 4 475 2 150 39 49 4 16 2 3 481 1 52 0 16
split_gain=53.9864 6.69003 5.95668 4.2393 3.0179 2.83293 2.05567 2.03193 1.62595 1.83202 1.61973 1.29877 1.23995 0.969188 0.837809 0.808045 0.75629 0.748855 0.745811 0.673148 0.660749 0.597204 0.609383 0.586068 0.472004 0.432747 0.431992 0.382385 0.745385 0.416367
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.31534000000000006 0.076175000000000007 -0.025214999999999998 0.14285500000000004 -0.13027499999999997 -0.076394999999999977 0.11177500000000001 0.089625000000000024 -0.0091949999999999983 -0.47860499999999995 -0.55119499999999988 -0.066784999999999983 0.090425000000000019 1.0000000180025095e-35 0.095830000000000012 -0.012034999999999999 -0.011209999999999999 -0.008904999999999998 0.088850000000000012 0.14121000000000003 -0.0066299999999999996 0.093575000000000019 -0.55061999999999989 -0.030209999999999997 0.061255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 20 7 12 19 9 18 -4 -9 15 -14 -7 -1 -11 -15 -5 -3 -2 -13 24 -17 -23 -25 -12 -18 29 -29
right_child=1 5 10 8 -6 14 -8 11 -10 16 26 21 13 17 -16 23 27 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0018602328876335566 0.00094331727746654957 0.0006560758349819203 0.0014604253163969928 0.0011777931120660571 0.0007560423591628742 0.00045132125031072053 0.0017897281422926507 0.001174258249130544 0.00088710903731826086 0.0015394857701133279 0.0010944967667792995 0.0010483800614528263 0.0010007670513078972 0.0014193247551850324 5.99832851185164e-05 0.0015112325387255984 0.0015355362828087789 0.0011075981706159495 0.00071923445457336953 0.00039942457139239103 0.0013365488146881922 0.00095259282921689365 0.00042783437581623299 0.0015951707138415962 0.00061837683572187367 0.0014116857705575791 0.0007783978664012241 0.0013934907895233413 0.0010463296112861434 0.0012313140311626474
leaf_weight=22 20 95 21 30 74 58 77 39 39 68 22 22 27 290 33 942 27 33 25 67 92 33 25 55 32 487 68 158 41 99
leaf_count=22 20 95 21 30 74 58 77 39 39 68 22 22 27 290 33 942 27 33 25 67 92 33 25 55 32 487 68 158 41 99
internal_value=0 0.000755594 0.00141423 0.0014346 0.00106331 0.000613922 0.0014758 0.000702455 0.0012711 0.00130453 0.00097008 0.000866092 0.00146277 0.00135764 0.000309407 0.00148721 0.00135144 0.00138748 0.000969357 0.00054993 0.00126633 0.000758784 0.000687994 0.00148168 0.000788056 0.00143031 0.000855666 0.00131209 0.00129185 0.00133102
internal_weight=0 590 2531 2420 186 404 1933 313 487 448 111 151 1856 350 91 1506 393 323 55 162 112 112 90 1484 65 542 90 325 298 257
internal_count=3121 590 2531 2420 186 404 1933 313 487 448 111 151 1856 350 91 1506 393 323 55 162 112 112 90 1484 65 542 90 325 298 257
is_linear=0
shrinkage=0.00196078


Tree=3616
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 1 14 2 4 11 1 457 43 1 16 52 131 47 15 4 4 14 160 0 3
split_gain=51.9155 8.54617 5.45175 4.23316 3.22101 2.83614 1.73466 1.6011 1.4115 1.37059 1.18627 1.02371 1.01421 0.857094 0.596617 0.893709 1.00271 0.598435 0.589659 0.560552 0.578601 0.542895 0.489661 0.471151 0.534353 0.466016 0.437324 0.423122 0.392395 0.388347
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.089775000000000008 0.13082500000000002 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 -0.14792499999999997 0.086920000000000011 0.19444000000000003 -0.14765999999999999 0.082750000000000004 0.090100000000000013 -0.41942499999999994 0.010840000000000001 -0.0070899999999999991 -0.23083499999999998 -1.0000000180025095e-35 -0.026509999999999995 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 7 11 12 25 -5 18 13 -4 15 19 -17 -16 -1 20 -9 23 26 -14 -25 -6 -3 -15 -7 -22
right_child=1 2 8 10 9 28 -8 14 -10 -11 -12 -13 21 27 17 16 -18 -19 -20 -21 29 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001254148730394436 0.0011758294829212598 0.00068881966796744028 0.00057401634409064747 0.0010332108880593094 0.0012993821023246223 0.00090215383578961758 0.00064308914835705907 0.001406736841388777 0.00063141670411676716 0.00051327641586513466 0.00058387694974820943 0.0014907558463159768 0.00019363314045581809 0.00045389116248663731 0.0010101751807857961 0.0010659656575902016 0.00052596286596620786 0.001396478296895439 0.0011641286826528897 0.0010331319152159073 0.00096068429048447041 0.0003564431061785595 0.00073689037311989742 9.9103957833841325e-05 -0.00030760441554376151 0.00096422379396911241 0.00044192149665056232 0.00016029704573996097 0.00054634726967319825 0.0011613911727179002
leaf_weight=920 76 33 39 37 22 22 22 35 37 23 58 59 29 25 21 39 20 58 402 166 40 20 34 23 27 58 168 77 26 505
leaf_count=920 76 33 39 37 22 22 22 35 37 23 58 59 29 25 21 39 20 58 402 166 40 20 34 23 27 58 168 77 26 505
internal_value=0 0.000555522 0.000478866 0.00116461 0.000645991 0.00118112 0.00119102 0.00119634 0.000274937 0.000935114 0.000758881 0.00123805 0.00021998 0.000326786 0.00113118 0.00111523 0.000882914 0.00129379 0.00122678 0.0011336 0.00116235 6.78616e-05 0.000519269 -5.19705e-06 -0.000120519 0.00105639 0.000482457 0.000232256 0.000709425 0.00114666
internal_weight=0 691 615 2430 338 2335 2287 2265 277 103 95 1381 240 141 884 805 59 79 1322 746 580 99 235 79 50 80 201 102 48 545
internal_count=3121 691 615 2430 338 2335 2287 2265 277 103 95 1381 240 141 884 805 59 79 1322 746 580 99 235 79 50 80 201 102 48 545
is_linear=0
shrinkage=0.00196078


Tree=3617
num_leaves=31
num_cat=0
split_feature=1 12 2 12 1 12 4 4 0 2 12 2 2 50 0 4 11 4 14 3 4 3 12 0 1 2 43 0 0 16
split_gain=49.7376 5.8266 5.76059 5.40476 2.85408 2.14026 1.87663 1.41832 1.32462 1.39331 1.23182 1.20445 1.61254 1.06266 0.908864 0.903509 0.808664 0.771308 0.754745 0.683177 0.927773 1.17059 0.679414 0.631683 0.524966 0.511844 0.496829 0.482897 0.478145 0.460518
threshold=0.10752500000000002 0.051320000000000005 0.13754500000000003 0.085055000000000006 0.08864000000000001 0.09141500000000001 0.27044500000000005 -0.16363499999999997 -0.067094999999999988 0.10402500000000002 0.11734000000000001 -1.0000000180025095e-35 0.10803500000000001 0.041865000000000006 -0.23194499999999998 0.053180000000000012 0.080455000000000013 -0.15464999999999998 0.076175000000000007 -0.11171999999999999 -0.064054999999999987 0.013900000000000001 0.093965000000000007 -0.13027499999999997 0.096255000000000021 0.10444500000000002 -0.04890499999999999 -0.22491999999999998 -0.067624999999999977 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 14 18 22 -6 9 24 15 -2 -13 -4 -1 16 17 -7 23 -16 -21 -22 -5 -3 27 -12 -14 -9 -15 -19
right_child=2 5 13 6 7 10 -8 8 -10 -11 25 12 26 28 19 -17 -18 29 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016918856883006512 0.00049415003443924199 0.0011579201377782168 0.00031013075698707327 0.0015573817116567512 0.0013557613350931 0.0010347933453672073 0.00077487756705267011 0.0010547076916450735 0.00054813467672252961 0.00076089860615777033 0.0013073390605402929 0.0011679963140255388 0.0005135442647933705 0.0008939297190483879 0.00095409444382037883 0.0011872917940633787 0.0015912947146331563 0.0014238944612789449 0.0016947939483812498 0.0015201346982609142 0.0013316922904180249 0.00084539409175509556 0.0011856447226353734 0.0014460686835826681 0.00098492548930421411 0.00099092192786396846 0.00075756301472871071 0.0014296886779174708 0.00046517427170685689 0.0013125251366948535
leaf_weight=22 93 30 119 24 35 28 41 23 30 60 30 32 46 20 23 117 60 285 46 55 71 26 89 1170 46 57 106 31 20 286
leaf_count=22 93 30 119 24 35 28 41 23 30 60 30 32 46 20 23 117 60 285 46 55 71 26 89 1170 46 57 106 31 20 286
internal_value=0 0.00135425 0.000722057 0.000839736 0.00114393 0.00139633 0.00113422 0.000993044 0.000926227 0.000997119 0.00132127 0.000676016 0.000767938 0.000403067 0.00131626 0.00134608 0.00137427 0.00135253 0.00144831 0.00126904 0.0013167 0.00120134 0.0012646 0.00143886 0.00113885 0.00110003 0.000683715 0.00126997 0.000679552 0.00136811
internal_weight=0 2531 590 431 422 2109 154 225 190 160 863 277 184 159 197 776 659 599 1246 175 152 97 113 1200 100 87 152 54 40 571
internal_count=3121 2531 590 431 422 2109 154 225 190 160 863 277 184 159 197 776 659 599 1246 175 152 97 113 1200 100 87 152 54 40 571
is_linear=0
shrinkage=0.00196078


Tree=3618
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 42 4 159 2 4 1 2 457 132 3 2 39 2 2 4 47 475 4 4 15 0 4
split_gain=54.1768 8.52812 5.17595 5.14054 3.02984 2.74122 1.5502 1.52465 1.45321 1.40563 1.40032 1.02779 1.22032 0.979248 0.858298 0.814368 0.713481 0.599258 0.533817 0.528988 0.580499 0.527569 0.499836 0.453237 0.426823 0.391809 0.391392 0.385036 0.641701 0.496258
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.14122000000000004 0.062655000000000016 -0.076394999999999977 0.40473500000000007 -1.0000000180025095e-35 0.14753000000000002 0.40945500000000007 0.089625000000000024 0.090425000000000019 0.080930000000000016 0.08764000000000001 0.0068900000000000012 0.31358000000000003 0.084780000000000008 -0.0091949999999999983 -1.0000000180025095e-35 -0.075889999999999999 0.090100000000000013 -0.07550999999999998 -0.0070899999999999991 -0.036839999999999991 -0.11033999999999998 -0.10474999999999998 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 7 15 13 -5 25 -4 12 17 22 21 24 18 -12 -13 -10 -21 -15 -1 -3 -7 -6 -2 -24 29 -29
right_child=1 2 10 8 9 6 -8 -9 19 -11 11 16 -14 14 -16 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016353013456201688 0.001647842592663235 0.00083520373727321141 0.001066105589158215 0.0015586056990895061 0.0016676853991606656 0.0016393912751455021 0.0010546877563341788 0.0018557742519128941 0.00073528803665848339 0.0009223636644032858 0.0006837448531864693 0.000435198200747882 0.00056224735466768594 0.0012567490245364292 0.0011700276730748237 0.0010881457388161977 0.00073898486459556445 0.0011098005220878356 5.6166868364694072e-05 0.00083996368293632185 0.0012537165617972027 0.0015395575092280083 0.0016668816526374296 0.001081212630630777 0.001449705992005026 0.0013429601940454221 0.001341169454108656 0.0011430550667585111 0.0015654561308012448 0.0014969473840484313
leaf_weight=735 48 188 26 21 20 53 41 79 24 29 22 50 105 28 31 22 21 30 20 22 32 269 118 34 327 50 24 25 588 39
leaf_count=735 48 188 26 21 20 53 41 79 24 29 22 50 105 28 31 22 21 30 20 22 32 269 118 34 327 50 24 25 588 39
internal_value=0 0.000908257 0.000831131 0.00153846 0.00100009 0.00155686 0.00141788 0.00158906 0.00110077 0.00128536 0.000633186 0.0005878 0.0006839 0.00157757 0.00148049 0.00145493 0.000421999 0.000929546 0.000326904 0.000977501 0.00108515 0.0015129 0.00159873 0.000872881 0.00147616 0.00143574 0.00154562 0.00156382 0.00154516 0.00135871
internal_weight=0 667 595 2454 321 2355 443 1912 99 99 274 248 157 1833 328 402 91 52 70 78 54 297 1505 222 380 70 72 770 652 64
internal_count=3121 667 595 2454 321 2355 443 1912 99 99 274 248 157 1833 328 402 91 52 70 78 54 297 1505 222 380 70 72 770 652 64
is_linear=0
shrinkage=0.00196078


Tree=3619
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 4 2 14 43 2 132 160 2 34 51 4 3 479 160 51 130 13 3 4 51 0 131 2 0 0
split_gain=2.36781 0.383316 0.326432 0.299624 0.242579 0.424723 0.21945 0.201113 0.190996 0.188212 0.207865 0.284291 0.200225 0.184749 0.179315 0.178789 0.161223 0.162662 0.156152 0.152929 0.152883 0.251167 0.203603 0.142521 0.217567 0.183748 0.145966 0.215903 0.24547 0.285177
threshold=0.10920500000000001 -0.053259999999999995 0.096325000000000008 -0.16363499999999997 0.11362000000000001 -0.064804999999999988 0.11411 0.062655000000000016 -0.52440999999999993 0.14753000000000002 0.088890000000000011 -1.0000000180025095e-35 0.17760500000000004 -0.038779999999999995 0.10614000000000001 -0.52556499999999995 0.090900000000000009 0.098035000000000011 -1.0000000180025095e-35 -0.047599999999999996 0.10797500000000002 0.0015850000000000003 -0.079594999999999985 0.033845000000000007 -0.031924999999999995 -0.11991499999999998 0.091015000000000013 0.097845000000000015 -0.080689999999999984 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 19 7 -6 -2 8 -1 13 11 -11 -13 -3 18 -10 17 23 -5 -4 21 22 -7 26 -25 -26 27 28 29 -17
right_child=1 9 3 14 5 20 -8 -9 15 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0057567600880495534 0.013975985117841982 0.0016530470747966319 0.013768384152367204 0.013890292971079951 -0.0020458036678887548 0.023658086732029918 0.0067746362515858239 0.020046705903530304 0.022660519368946554 0.0074425078391169132 0.0099539963346298634 0.00053344589471817012 -0.012547124075089497 0.0080719146927197769 0.018895106213167312 0.0072513895538194404 0.010428042827815925 0.0091795277802950957 0.0076061610037868382 0.022957806799698763 0.021290562995709479 0.0049674754611505959 0.012160691986930794 0.004293592873280151 0.019527364612820196 0.012180816329382929 0.018322569855877317 0.019211830127381452 0.012626322142001914 0.016090489396831727
leaf_weight=22 107 56 55 51 21 20 70 83 31 26 23 25 22 225 20 38 74 44 176 27 20 37 67 26 46 131 181 129 343 925
leaf_count=22 107 56 55 51 21 20 70 83 31 26 23 25 22 225 20 38 74 44 176 27 20 37 67 26 46 131 181 129 343 925
internal_value=0 0.00728908 0.0144977 0.0115566 0.0149301 0.0112398 0.011128 0.0152238 0.0150227 0.00548673 0.00166403 -0.000947882 -0.00558937 0.00679271 0.00981778 0.0151262 0.0150057 0.0151875 0.00901801 0.0167942 0.0131773 0.0118687 0.0148038 0.0153328 0.0128354 0.0140901 0.0156465 0.015309 0.0149235 0.0157417
internal_weight=0 554 2567 329 2238 165 177 2073 1990 377 96 73 47 281 247 1968 1937 1863 227 82 144 124 87 1819 203 177 1616 1435 1306 963
internal_count=3121 554 2567 329 2238 165 177 2073 1990 377 96 73 47 281 247 1968 1937 1863 227 82 144 124 87 1819 203 177 1616 1435 1306 963
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 4 4 13 1 3 4 47 156 50 0 3 0 12 0 47 12 159 47 2 49 151 1 16
split_gain=32.9629 4.27391 3.54742 3.19325 2.20854 2.09782 1.33177 1.30334 0.981318 0.80479 0.80123 0.800536 0.685337 0.672266 0.603283 0.553738 0.552646 0.527507 0.521542 0.798089 0.501085 0.496479 0.479283 0.446432 0.44492 0.385901 0.370595 0.575401 0.493742 0.370491
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.092390000000000014 0.090455000000000021 -0.16363499999999997 0.033845000000000007 -1.0000000180025095e-35 0.12958500000000003 -0.11171999999999999 0.024790000000000003 0.077555000000000013 0.092190000000000008 0.041865000000000006 -0.14920999999999998 0.090900000000000009 -0.097024999999999986 0.13597000000000004 -0.11242999999999999 0.091680000000000011 0.093965000000000007 0.084250000000000005 0.078345000000000012 0.090790000000000023 -0.066019999999999981 -0.08212499999999999 0.10089500000000001 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 9 11 16 -7 18 23 -5 -1 -11 14 17 -3 -4 25 -8 -20 29 26 -6 24 -2 -13 28 -28 -9 -18
right_child=1 15 6 10 22 7 8 21 -10 12 -12 13 -14 -15 -16 -17 20 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00076089165725521908 0.00053612024610565903 0.00022679039188398177 0.0014157864239578153 0.00062354462170259334 0.0012935060701862562 0.0011745294169001493 0.0013603038615021493 0.0009767557858937168 0.00096825497245025106 0.00108421332808081 0.0003754295262428409 0.0012519703785571616 0.00062175074429541774 0.0013872485251768547 0.0013901716687766109 0.00053052410459011987 0.001167371679170459 0.00084840885487869446 0.0011338008016763678 0.00077739204028073482 0.0012021589652842196 0.00095687348096337526 0.00098201306097320208 0.00038459477984681997 0.00088524579658837577 0.0010159639772079907 0.00080123487822182518 0.00044384019749177085 0.00060073843189314307 0.00078995690553211693
leaf_weight=26 36 100 45 116 24 31 37 29 169 28 88 43 22 32 21 30 20 42 715 25 1078 31 91 32 23 70 29 43 25 20
leaf_count=26 36 100 45 116 24 31 37 29 169 28 88 43 22 32 21 30 20 42 715 25 1078 31 91 32 23 70 29 43 25 20
internal_value=0 0.000610806 0.00112546 0.000699524 0.000845359 0.000961358 0.0011583 0.000807121 0.00110367 0.000680883 0.000516515 0.00108527 0.00088073 0.00112582 0.00107829 0.000296883 0.00120274 0.00103603 0.00113312 0.00112176 0.00119416 0.000734576 0.00104702 0.000571077 0.00067222 0.00110577 0.000679883 0.000587791 0.000802674 0.000978664
internal_weight=0 590 2531 460 256 422 2109 188 946 141 204 234 50 208 176 130 1163 155 777 740 1118 157 115 91 59 113 126 72 54 40
internal_count=3121 590 2531 460 256 422 2109 188 946 141 204 234 50 208 176 130 1163 155 777 740 1118 157 115 91 59 113 126 72 54 40
is_linear=0
shrinkage=0.00196078


Tree=3621
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 16 4 14 2 4 3 34 47 2 4 3 0 2 52 13 1 2 4 42 43 2 0
split_gain=50.2932 6.69013 5.35636 3.79795 3.43253 2.10167 1.80867 1.78301 1.38267 1.36272 1.34442 1.31742 1.28716 1.10491 0.947738 0.901784 0.808954 0.683926 1.23332 0.680225 0.740488 0.647096 0.620964 0.608308 0.526569 0.495856 0.446591 0.445122 1.24596 0.489789
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.11734000000000001 -0.16363499999999997 -0.061854999999999993 0.40124500000000002 0.076175000000000007 0.13754500000000003 0.27834500000000006 -0.11171999999999999 -1.0000000180025095e-35 0.077555000000000013 0.089885000000000007 -0.046564999999999988 0.092670000000000016 -0.067094999999999988 0.10402500000000002 -0.56176499999999996 -0.016469999999999995 0.096255000000000021 0.10444500000000002 -0.0070899999999999991 0.086555000000000007 -0.04890499999999999 0.11177500000000001 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 13 11 10 -6 -7 25 12 14 16 -1 -3 17 26 -15 -19 20 23 -18 -16 -9 -8 -5 -4 29 -29 -2
right_child=1 5 6 9 7 8 24 19 -10 -11 -12 -13 -14 15 22 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00094869277477938659 0.00044827312608882331 0.00032869746116464778 0.0014802888467551835 0.0014734243645387537 0.0014037161038164697 0.0005464571170872213 0.0013467237207235073 0.0013481589553453732 0.0010755866726492218 0.00084217289945033851 0.0017168248093932441 0.00026186499113985958 0.00093358533472574052 0.0014967143182983424 0.00054679145910236 0.0016802049625445814 0.0016141884826786738 0.0013326397944801772 0.00081792980317962677 0.00061210689424466677 0.00078995388804697529 0.0013543393202365859 0.00091454466883797653 0.00095761184090746836 0.0010257873085712213 0.0011839278629922139 0.001402974042098963 0.0012604832011748127 0.00073497364139839087 0.00077101869867761538
leaf_weight=26 29 40 782 46 31 39 30 23 37 29 59 101 21 58 41 32 39 96 22 28 60 667 31 46 57 45 454 22 82 48
leaf_count=26 29 40 782 46 31 39 30 23 37 29 59 101 21 58 41 32 39 96 22 28 60 667 31 46 57 45 454 22 82 48
internal_value=0 0.000737218 0.00137293 0.000941809 0.00117128 0.000524132 0.00141328 0.000973985 0.00080406 0.00121231 0.00142519 0.000424252 0.00141642 0.00132979 0.00057069 0.00137742 0.00142164 0.00132237 0.00123668 0.000889134 0.000949264 0.00136869 0.00070513 0.00108779 0.00113646 0.00133027 0.00145189 0.000762471 0.000846139 0.000649465
internal_weight=0 590 2531 301 422 289 2109 188 76 120 2022 213 1963 234 112 208 1942 176 118 157 129 706 72 69 87 91 1236 181 104 77
internal_count=3121 590 2531 301 422 289 2109 188 76 120 2022 213 1963 234 112 208 1942 176 118 157 129 706 72 69 87 91 1236 181 104 77
is_linear=0
shrinkage=0.00196078


Tree=3622
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 2 43 10 132 3 4 15 11 0 15 0 49 51 2 39 12 48 4 4 4 15 1 40 52 13
split_gain=2.41945 0.592367 0.384855 0.294992 0.483527 0.220567 0.219962 0.20784 0.189749 0.218939 0.180435 0.178178 0.220181 0.306642 0.20446 0.317832 0.30645 0.273811 0.248876 0.243452 0.267802 0.235414 0.207797 0.577235 0.173632 0.304412 0.184531 0.169568 0.160388 0.157835
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.10276500000000001 -1.0000000180025095e-35 0.13404500000000005 -0.00045499999999999995 0.069930000000000006 0.10512500000000001 0.42240500000000009 -0.010655 0.040760000000000005 0.077290000000000011 -0.15202999999999997 -0.079249999999999987 -0.098289999999999975 -1.0000000180025095e-35 -0.085384999999999989 0.08734500000000002 0.084020000000000011 0.096990000000000007 0.093265000000000015 -0.17966999999999997 -0.050494999999999991 -0.029144999999999997 -0.015744999999999999 0.13534000000000004 -0.077474999999999988 -0.015539999999999998 -0.086804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 27 11 -5 10 9 -4 -6 14 -13 -14 17 16 -16 18 -1 20 21 22 28 -24 -8 26 -26 -3 -17 -25
right_child=1 2 8 6 7 -7 24 -9 -10 -11 -12 12 13 -15 15 19 -18 -19 -20 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.014798381114895974 0.015716639071744046 0.0078745645870055472 0.0025625274109188469 0.003783249334267263 0.021347467955201867 0.0084277490790629263 0.016896227007964625 0.0068470889222667078 0.0091142901176310808 -0.0096262396161910166 0.013411876737107845 0.015850210787013611 0.015096205913299778 0.031809751576344879 0.011448259682030134 0.017147897530114278 -0.0026888727534400379 0.014852210958792739 0.025847570296931778 0.0049956256652186658 0.010118191895156128 0.007015547680784948 -0.00098255218583203491 0.021701914790372197 0.011044480096120224 -0.0037548847938887776 0.00062354294583201421 -0.0025273691713809969 0.026214241760317239 0.015204971433237539
leaf_weight=36 102 42 56 150 40 49 24 33 27 20 101 1034 23 21 46 50 23 499 47 29 115 30 21 44 113 20 20 25 32 249
leaf_count=36 102 42 56 150 40 49 24 33 27 20 101 1034 23 21 46 50 23 499 47 29 115 30 21 44 113 20 20 25 32 249
internal_value=0 0.0086165 0.0075372 0.00855704 0.0112116 0.0150666 0.0066006 0.0139911 0.00191323 -0.000645043 0.0156631 0.0152081 0.016145 0.0230731 0.0143809 0.0131459 0.00673588 0.0157368 0.0210552 0.0139219 0.0144004 0.0155564 0.0162034 0.0150328 0.00898819 0.00774771 0.00947742 0.00399325 0.020686 0.0161806
internal_weight=0 773 671 568 241 2348 327 174 103 76 141 2299 1078 44 1221 639 69 582 83 570 541 426 396 314 177 153 133 67 82 293
internal_count=3121 773 671 568 241 2348 327 174 103 76 141 2299 1078 44 1221 639 69 582 83 570 541 426 396 314 177 153 133 67 82 293
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=31
num_cat=0
split_feature=1 155 2 41 15 457 160 10 0 9 484 16 4 12 2 4 11 160 41 48 4 1 158 51 0 3 4 16 1446 50
split_gain=1.95975 0.505972 0.339914 0.29986 0.289109 0.430687 0.287002 0.239008 0.214925 0.189752 0.167167 0.174401 0.198147 0.180226 0.159639 0.190972 0.245746 0.197093 0.196157 0.147563 0.164593 0.211189 0.151773 0.144903 0.17345 0.16899 0.144111 0.128266 0.120613 0.129313
threshold=0.10124500000000002 0.11245500000000001 0.11682500000000001 0.088820000000000024 -0.41942499999999994 0.079590000000000008 -0.077849999999999989 0.11294000000000003 0.22582000000000002 -1.0000000180025095e-35 -0.069939999999999988 -0.020119999999999996 -0.0086549999999999978 -1.0000000180025095e-35 0.10188000000000001 0.27044500000000005 1.0000000180025095e-35 -0.088854999999999976 0.079300000000000009 0.10096000000000001 -0.07168999999999999 0.089175000000000018 0.11245500000000001 0.10027500000000002 -0.062294999999999996 0.42240500000000009 0.076415000000000025 -0.0094449999999999968 0.11018500000000002 0.12045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 23 6 9 -2 -8 14 -6 -11 12 -12 -13 15 16 28 -18 -19 20 21 -16 -22 25 -25 -4 -14 -7 29 -1
right_child=1 -3 3 -5 5 27 7 -9 -10 10 11 13 26 -15 19 -17 17 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.013887056947606426 0.010886831493782147 0.016128433150041737 0.0031358927138361464 0.016112159444019197 0.004363876649489006 0.0057611900041016142 -0.0055260140642834216 0.0081083187460899344 0.0032377614080905913 0.020716888488580786 0.023446362483359517 0.0024619933188660074 0.0060250776189301782 0.011615638125467261 9.5059323812956401e-05 0.0045194429944136316 0.010399416053578968 0.024828402330436244 0.01404947103210725 0.0058255783331237349 0.014111495282454417 0.01302741258405149 0.0057862615678459413 0.012935876927428669 0.0022696599736809729 -0.006143057547425005 0.015092453368437979 -0.0040069737774319951 0.019933835816482316 0.0088737810573118903
leaf_weight=1761 35 66 182 20 30 41 36 20 20 24 21 30 24 76 23 21 21 52 25 38 250 28 24 31 30 22 65 20 32 53
leaf_count=1761 35 66 182 20 30 41 36 20 20 24 21 30 24 76 23 21 21 52 25 38 250 28 24 31 30 22 65 20 32 53
internal_value=0 0.00775485 0.00697316 0.00430502 0.0087751 0.0101475 0.00378318 -0.000656609 0.0135599 0.0118621 0.0127993 0.0119196 0.014709 0.00902498 0.0136486 0.0140045 0.014107 0.0189867 0.0213287 0.011722 0.0124114 0.00719517 0.0133823 0.00341391 0.0076902 0.00213522 0.0126473 0.00255851 0.0138479 0.0137406
internal_weight=0 773 707 285 422 331 91 56 2348 270 240 216 110 106 2328 1965 1944 98 77 363 325 51 274 265 61 204 89 61 1846 1814
internal_count=3121 773 707 285 422 331 91 56 2348 270 240 216 110 106 2328 1965 1944 98 77 363 325 51 274 265 61 204 89 61 1846 1814
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 42 42 14 40 4 16 10 12 13 13 42 43 2 3 1 3 11 0 15 13 12 2 3 43 1212
split_gain=1.5874 0.409837 0.302111 0.219256 0.331609 0.195007 0.210209 0.263838 0.180604 0.163171 0.299833 0.159851 0.150832 0.18306 0.248655 0.255303 0.212711 0.206181 0.18326 0.173285 0.490155 0.169895 0.143466 0.144142 0.168688 0.142252 0.178497 0.139238 0.139227 0.218948
threshold=0.10124500000000002 0.11245500000000001 0.31299000000000005 0.10252500000000002 -1.0000000180025095e-35 -0.019989999999999997 0.086665000000000006 -0.22253999999999999 0.051255000000000002 -0.029144999999999997 -0.0073349999999999986 -0.0026549999999999994 0.11734000000000001 0.17001000000000002 0.038215000000000006 -0.081159999999999996 -0.10603999999999998 0.08622500000000001 0.10299500000000002 0.081670000000000006 -0.10023499999999998 0.079300000000000009 0.024095000000000002 -0.14712999999999996 -0.086589999999999986 -0.42850999999999995 0.15950500000000004 -0.0025099999999999996 0.0016850000000000001 0.11579500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 11 -5 7 -7 12 -9 -11 -2 13 14 18 16 -16 -17 21 20 -19 28 23 -6 -25 -4 -27 -8 29 -1
right_child=1 -3 25 5 22 6 27 9 -10 10 -12 -13 -14 -15 15 17 -18 19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.012812600267359257 0.0063966018207212722 0.014515589960942496 0.0069029984064400201 -0.001848568854797067 0.020271600796841087 0.016648681397782639 0.004630234056422787 0.013172106089380881 0.0027417539153248073 0.0073912220393337882 -0.0056040956077843228 -0.004277502028271556 0.0079620946527052764 0.016639542122691343 0.0076548591151605451 0.020156571352044527 -0.0041813966606489639 -0.006144725251942873 0.0063142589961543028 0.016218825398633879 0.01435241609890779 0.018991378391122759 0.0037132088475945318 0.019392179003493354 0.0099587725021665664 0.0021685449336254006 -0.0084102125372737657 -0.0042163464317458094 0.010772643000213694 0.021897547560985442
leaf_weight=1516 47 66 35 33 20 32 93 30 20 92 22 20 78 99 49 23 22 20 46 24 28 42 22 22 137 58 22 22 354 27
leaf_count=1516 47 66 35 33 20 32 93 30 20 92 22 20 78 99 49 23 22 20 46 24 28 42 22 22 137 58 22 22 354 27
internal_value=0 0.00697937 0.00627584 0.00718693 0.00930296 0.00543664 0.0062628 0.00843536 0.0122039 0.00661018 0.00488335 0.0032103 0.0122852 0.0124351 0.0122416 0.00852364 0.00398729 0.011914 0.0125525 0.0092809 0.00581194 0.0127005 0.0113338 0.0122705 0.011264 0.0015857 -0.000740613 0.00293784 0.0125612 0.0129716
internal_weight=0 773 707 592 268 324 291 176 2348 144 114 67 2328 2250 2151 166 71 95 1985 72 48 1939 201 179 159 115 80 115 1897 1543
internal_count=3121 773 707 592 268 324 291 176 2348 144 114 67 2328 2250 2151 166 71 95 1985 72 48 1939 201 179 159 115 80 115 1897 1543
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 42 1 14 4 1 1 0 40 1 4 15 39 2 0 0 12 1420 3 13 2 133
split_gain=55.9986 9.10732 5.12671 4.41333 3.2302 2.71771 2.39572 1.83748 1.81073 1.4691 1.29641 1.02247 0.787902 1.51112 0.74807 0.738427 0.627121 0.611288 0.598128 0.566157 0.528448 0.549192 0.525821 0.461761 0.417197 0.399481 0.685068 0.859375 0.394548 0.442577
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.10855000000000002 0.13501500000000002 -0.076394999999999977 0.086920000000000011 0.062655000000000016 -0.015039999999999998 0.089770000000000016 0.122715 -0.095504999999999993 -0.077474999999999988 0.16175000000000003 -0.04890499999999999 -0.095869999999999983 0.084780000000000008 -0.0050599999999999994 -0.11991499999999998 -0.093584999999999988 0.095780000000000018 -0.080064999999999983 -0.12018999999999998 0.043850000000000007 0.13622000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 16 22 12 -4 11 25 23 24 -2 19 -3 -6 -9 -12 -11 -22 -8 -7 -14 -1 27 -27 29 -5
right_child=1 4 9 28 17 8 7 18 -10 20 15 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016847606070068369 0.0013124913005957608 0.00056137144535146888 0.0013752709820268312 0.00051805075696286027 0.00034879176498011304 0.0016065353408358455 0.00085903412934390717 0.00096530974412164768 0.00092213341260170617 0.00054849320200874528 0.0013609239325469949 0.0017281605842491734 0.0013478693184318048 0.00086589854389169376 0.00096213448291456805 0.0013749747208171485 0.00024603600830857864 -2.2729097349859645e-05 0.00061227403808446646 0.00099347280818965151 0.00067062218832897942 0.0010846091627406806 0.0011896037587932511 0.0013540884651254924 0.0012038686089386227 0.00092117996863763424 0.0014586866601635311 0.0014544826304346188 0.00044581200233569329 0.00086860860906914689
leaf_weight=28 122 48 21 20 90 30 37 21 48 24 28 55 191 36 29 360 49 21 152 38 22 28 37 390 130 21 954 26 20 45
leaf_count=28 122 48 21 20 90 30 37 21 48 24 28 55 191 36 29 360 49 21 152 38 22 28 37 390 130 21 954 26 20 45
internal_value=0 0.000731466 0.00136406 0.00104403 0.000569346 0.00138222 0.000663193 0.000765736 0.00129172 0.00091755 0.00143167 0.00146768 0.00131455 0.00124683 0.0012452 0.00134002 0.000402078 0.000278504 0.000655128 0.00114936 0.000787657 0.000902455 0.00102432 0.00137212 0.00128955 0.00145376 0.0014473 0.0012162 0.000686643 0.000760745
internal_weight=0 691 2430 236 455 2335 344 247 825 95 1510 1084 777 357 151 426 97 111 173 66 74 50 74 420 321 1029 1001 47 85 65
internal_count=3121 691 2430 236 455 2335 344 247 825 95 1510 1084 777 357 151 426 97 111 173 66 74 50 74 420 321 1029 1001 47 85 65
is_linear=0
shrinkage=0.00196078


Tree=3626
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 42 16 47 0 1 4 47 39 0 16 16 0 4 15 1 3 12 42 131 2 15
split_gain=45.673 7.40114 4.57173 4.04672 3.05627 2.58684 1.7626 1.50067 1.2475 1.18191 1.00182 0.953257 0.840958 1.27435 0.814718 0.77553 0.633069 0.611353 0.598691 0.552425 0.499685 0.49519 0.614574 0.487165 0.484894 0.68056 0.499017 0.462732 0.458691 0.443686
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.13501500000000002 -0.0060199999999999993 -0.52595999999999987 0.13082500000000002 -0.10096999999999999 0.085345000000000018 0.0061450000000000003 0.078875000000000015 0.084780000000000008 -0.15202999999999997 -0.059624999999999991 -0.092484999999999984 -0.076579999999999995 -0.49013999999999996 0.085550000000000015 0.11669000000000002 0.31370500000000007 -0.42850999999999995 0.086665000000000006 0.091440000000000007 -0.0091949999999999983 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 23 7 -6 12 10 -5 -7 24 13 17 20 19 -11 -1 -19 -15 -14 -22 29 -3 26 -26 -4 -2 -18 -23
right_child=1 2 11 9 6 8 -8 -9 -10 16 -12 -13 14 15 -16 -17 28 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016412035145568135 0.0013974909504947234 0.00072113559005618645 0.00058929742080583551 0.0013020178598622373 0.0011888724931264996 0.00080646412407094125 0.00068251164037736139 0.0016305486473883568 0.00089706058790481173 0.00051429429729068176 0.0012430709991963843 0.00077417623648659757 0.0013780014228529391 0.00060178792636553919 0.0011565484061589967 0.0013081324042058459 0.00067203118264967318 0.0013805787272748466 0.00099951447784036836 0.0010430253920407078 0.0014564255003039917 0.0012185950301775411 0.0012931732459523502 0.00055572099159103324 0.00044397245209931935 5.1151387732477864e-05 0.00031413717945991051 0.0010483516548194139 0.0010505624015030323 0.00081052458498115636
leaf_weight=21 54 167 45 22 82 21 39 70 48 23 534 23 1216 20 78 20 20 51 23 24 47 21 137 116 30 39 58 20 32 20
leaf_count=21 54 167 45 22 82 21 39 70 48 23 534 23 1216 20 78 20 20 51 23 24 47 21 137 116 30 39 58 20 32 20
internal_value=0 0.000718111 0.000645838 0.00129487 0.000764848 0.00131106 0.00102567 0.00134926 0.00120032 0.00090239 0.00122655 0.000399274 0.00133753 0.00120185 0.00135173 0.000987985 0.000785165 0.00134593 0.00126214 0.000842463 0.0013623 0.00127741 0.00123014 0.000653333 0.000349142 0.000221943 0.000434353 0.00130313 0.000904973 0.00101954
internal_weight=0 673 599 2448 404 2351 121 1748 603 97 555 195 1678 159 1519 64 75 95 74 44 1441 225 178 283 172 69 103 74 52 41
internal_count=3121 673 599 2448 404 2351 121 1748 603 97 555 195 1678 159 1519 64 75 95 74 44 1441 225 178 283 172 69 103 74 52 41
is_linear=0
shrinkage=0.00196078


Tree=3627
num_leaves=31
num_cat=0
split_feature=1 1 4 159 0 49 15 160 12 47 16 51 48 48 14 42 447 39 3 4 1 2 47 42 2 130 133 16 128 11
split_gain=1.78661 0.432658 0.375165 0.210099 0.188365 0.173227 0.187211 0.180402 0.296015 0.170056 0.213288 0.259483 0.202237 0.188084 0.413757 0.276441 0.156554 0.161118 0.14809 0.147339 0.178605 0.258574 0.218929 0.14877 0.175667 0.154125 0.135886 0.133635 0.132124 0.139402
threshold=0.10124500000000002 0.13707500000000003 -0.015039999999999998 0.082585000000000006 0.22582000000000002 -1.0000000180025095e-35 -0.30407999999999996 -1.0000000180025095e-35 -0.07415999999999999 0.083875000000000019 -0.42170999999999997 0.10027500000000002 0.12118000000000002 0.085485000000000019 -0.46166999999999997 0.09796500000000001 0.09227500000000001 0.093575000000000005 -0.15121499999999996 0.042705000000000007 0.083345000000000016 0.088665000000000008 0.084210000000000021 -0.12099999999999998 0.13093500000000002 0.098975000000000021 0.08622500000000001 -0.44310499999999992 0.11170500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 19 -3 7 -7 -9 10 16 13 -11 14 -12 -16 17 18 -4 23 21 -21 -22 25 28 26 -1 -23 29 -25
right_child=1 5 9 -5 -6 6 -8 8 -10 12 11 -13 -14 -15 15 -17 -18 -19 -20 20 22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.017458686093619512 0.013764035006627769 -0.0038896056776490788 0.0056829541921615606 0.0043699272509132121 0.0032805815339088441 0.0071207203571439573 0.0099337545755718432 -0.0095234754137121722 0.0054260149783523825 0.012489002753737504 0.0080359731917269538 0.012257842734522587 0.0034632742288522424 0.0062490088987336399 -0.01113716920984811 0.0033875656733289364 0.0016638288895289106 0.0029311521510992731 0.015554349091835321 0.022839889058931955 -0.0012486389838159086 0.014898395916105998 0.010890389592028581 0.013142954116976472 0.0038237534882500771 0.024937338605523111 0.007979227248579265 0.0097192110731489506 0.0058730335595707098 0.017135554177271525
leaf_weight=62 159 31 21 28 20 38 42 26 27 92 32 28 34 57 38 20 24 21 55 21 24 71 39 1768 20 20 20 167 24 92
leaf_count=62 159 31 21 28 20 38 42 26 27 92 32 28 34 57 38 20 24 21 55 21 24 71 39 1768 20 20 20 167 24 92
internal_value=0 0.00740119 0.0086289 0.0123574 0.0129439 0.00284219 0.00441126 0.00186241 -0.0019077 0.00697668 0.00566696 0.00343488 0.0100535 0.00175431 -0.00109233 -0.00612864 0.00889518 0.0106844 0.0128267 0.0130269 0.0110413 0.0122028 0.006266 0.0133457 0.0131463 0.0170664 0.0151466 0.0112643 0.0132453 0.0133404
internal_weight=0 773 609 187 2348 164 133 91 53 422 296 175 126 147 90 58 121 97 76 2328 322 259 63 2006 1904 102 82 238 1884 1860
internal_count=3121 773 609 187 2348 164 133 91 53 422 296 175 126 147 90 58 121 97 76 2328 322 259 63 2006 1904 102 82 238 1884 1860
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=31
num_cat=0
split_feature=1 4 16 157 3 3 0 43 1 12 43 43 43 3 2 155 48 47 52 0 150 4 4 15 16 472 43 13 3 13
split_gain=1.46104 0.464858 0.260638 0.345644 0.198817 0.198472 0.174019 0.240622 0.422078 0.251978 0.198752 0.192667 0.182547 0.177303 0.168854 0.154086 0.145421 0.144251 0.142212 0.135841 0.135683 0.141451 0.134873 0.133562 0.227831 0.133369 0.132794 0.133381 0.126661 0.150879
threshold=0.096325000000000008 0.27287000000000006 0.40020000000000006 -0.095909999999999981 0.149315 0.084940000000000015 -0.072269999999999987 -0.082389999999999977 0.077845000000000011 0.093765000000000015 -0.064334999999999989 0.016310000000000002 -0.095589999999999994 0.092670000000000016 0.25063000000000007 0.10454000000000001 0.10990500000000002 0.11893500000000001 -0.012164999999999999 -0.0058249999999999994 0.092390000000000014 -0.010384999999999998 0.0033150000000000007 0.093115000000000017 0.029300000000000003 -0.072204999999999978 -0.078469999999999984 -0.0093149999999999986 -0.13309499999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 18 13 8 12 11 -11 -9 19 15 28 -1 -7 25 26 -8 21 -6 -15 24 -12 -4 27 -5 -3 -30
right_child=1 14 17 4 20 16 7 9 -10 10 23 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.012477274935531739 -0.0050395711790770297 0.0082421604832602878 0.008430716545591431 0.011377624594994511 0.0012672308751422428 0.0098636049184609546 0.014483072119317235 0.016816667507366431 -0.0050916166743263606 0.015938220248614073 -0.0045890023732291802 0.008134942236082519 0.0017187965491757497 0.0001553628116934782 -0.0040716167655773464 0.0045701013235375293 0.021497527492188275 0.0062340000566715997 0.010377231192897955 0.0047854657657444479 -0.0020166617843122886 0.012357793768624897 0.011129079169283311 0.010118408324435736 0.0080708034807519813 0.016117757568640794 0.00032706416748238339 0.0037995093543496394 0.0043149110088974542 -0.004387514174661853
leaf_weight=1733 21 74 31 48 23 22 52 103 26 33 21 34 24 21 24 25 21 30 144 20 28 23 24 78 44 83 33 45 211 22
leaf_count=1733 21 74 31 48 23 22 52 103 26 33 21 34 24 21 24 25 21 30 144 20 28 23 24 78 44 83 33 45 211 22
internal_value=0 0.00696944 0.00874618 0.00745525 0.00813327 0.00923535 0.011773 0.00997781 0.00621064 0.0114462 0.00894286 0.0146621 0.00927167 0.0122062 0.00400641 0.0123648 0.0155453 0.0124038 0.00823044 0.0117893 0.00347174 0.00681251 0.00600801 0.00732855 0.00398071 0.0140274 0.00577696 0.00771079 0.00463792 0.00349322
internal_weight=0 883 552 408 387 313 2238 435 122 313 176 137 96 1803 331 1758 43 144 270 72 74 46 45 143 65 114 126 93 307 233
internal_count=3121 883 552 408 387 313 2238 435 122 313 176 137 96 1803 331 1758 43 144 270 72 74 46 45 143 65 114 126 93 307 233
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 4 14 2 42 4 150 457 2 43 2 0 0 4 0 3 34 12 13 14 39 2 3 160
split_gain=53.2316 6.38148 5.63707 4.92179 4.04063 2.19047 2.12902 1.59676 1.52525 1.46429 1.29899 0.927369 1.04045 0.720117 0.645191 0.617578 1.24387 0.580936 0.68734 0.782177 0.508633 0.500717 0.498759 0.483802 0.446781 0.400591 0.398536 0.520959 0.386564 0.567832
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.13082500000000002 0.40124500000000002 0.36766000000000004 0.076975000000000002 0.14122000000000004 -0.0060199999999999993 0.00063500000000000004 0.09487000000000001 0.080930000000000016 0.14838000000000004 -0.025214999999999998 0.11177500000000001 -0.11173999999999999 -0.079119999999999982 -0.55119499999999988 -0.14649999999999996 -0.22605499999999998 -0.038779999999999995 0.093965000000000007 0.0076650000000000008 -0.22253999999999999 0.084780000000000008 -0.0091949999999999983 -0.097174999999999984 -0.016279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 8 14 23 9 11 13 -4 17 20 21 22 -2 -17 -1 -19 -20 -13 -6 -3 -5 -23 -18 -12 -28 29 -21
right_child=1 5 10 6 7 -7 -8 -9 -10 -11 26 12 -14 -15 -16 16 25 18 19 28 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001053231627901525 0.00039790198983916754 5.5322287205074512e-05 0.0011777607966446833 0.0013662076393884965 0.0012815373655145025 0.00070308494565179968 0.0005504222663116115 0.00063986477980254846 0.0015251026287967082 0.00072450805535617484 0.00042339988427597138 0.0014194498282103312 0.00077188853135316804 0.00074787446681190937 5.0442954553445723e-05 0.0009772349882143168 0.00073405193320995126 0.001286297011962798 0.0015606698285297851 0.00076347433596703348 0.0011392149908999731 0.0011333705878050202 0.00035705754417397572 0.0010487908853546661 0.00095982947780317825 0.00043315038470600066 0.0004926736477238972 0.0008548108260838591 0.001202814799080548 0.0011474756525889022
leaf_weight=54 100 28 22 24 69 38 33 34 72 41 23 28 28 20 78 27 22 1077 21 20 225 290 85 80 71 75 24 42 313 57
leaf_count=54 100 28 22 24 69 38 33 34 72 41 23 28 28 20 78 27 22 1077 21 20 225 290 85 80 71 75 24 42 313 57
internal_value=0 0.000529183 0.0011832 0.000691599 0.00120302 0.000273147 0.000984352 0.0010508 0.00124519 0.00107925 0.000751128 0.00123413 0.00113054 0.00111158 0.00018761 0.000512549 0.000605006 0.00125301 0.00126026 0.00119205 0.00117023 0.00112849 0.000282291 0.00112204 0.00109924 0.000501396 0.000645668 0.000723125 0.0011722 0.00104774
internal_weight=0 590 2531 361 2420 229 137 525 1895 491 111 1823 281 450 191 224 124 1542 1488 411 253 430 113 104 361 97 89 66 390 77
internal_count=3121 590 2531 361 2420 229 137 525 1895 491 111 1823 281 450 191 224 124 1542 1488 411 253 430 113 104 361 97 89 66 390 77
is_linear=0
shrinkage=0.00196078


Tree=3630
num_leaves=31
num_cat=0
split_feature=1 3 1 12 484 4 376 2 3 2 43 12 12 1 11 11 12 3 157 160 474 474 51 50 2 0 52 1456 13 42
split_gain=1.42365 0.253169 0.224069 0.214112 0.229682 0.201701 0.336426 0.197884 0.186342 0.15885 0.149404 0.142213 0.134515 0.161178 0.1307 0.217928 0.162666 0.177378 0.131536 0.160482 0.260894 0.434788 0.208225 0.21592 0.220069 0.279175 0.214586 0.194157 0.173841 0.232185
threshold=0.10920500000000001 0.31299000000000005 0.089625000000000024 0.087215000000000015 -1.0000000180025095e-35 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.079979999999999982 0.13404500000000005 -1.0000000180025095e-35 0.092465000000000006 -0.42850999999999995 0.13501500000000002 0.086080000000000018 0.080705000000000013 0.088245000000000004 -0.12711499999999995 -0.089089999999999989 -0.022194999999999996 0.085295000000000024 0.088290000000000021 -0.025069999999999999 0.10877000000000002 0.084055000000000005 -0.09515499999999999 -0.012859999999999998 0.056325000000000007 -0.085744999999999988 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 4 -4 6 7 11 -6 14 -9 -2 -3 -14 15 16 18 -18 -1 20 -20 -22 -21 24 25 -24 -27 -26 -28 -30
right_child=1 12 3 -5 8 -7 -8 10 -10 -11 -12 -13 13 -15 -16 -17 17 -19 19 22 21 -23 23 -25 27 26 28 -29 29 -31
leaf_value=0.017574469993511834 0.017406734297692312 0.0065060132702014278 0.017581551540642976 0.011083378582503755 -0.00067647084506461397 0.0041427558388829949 -0.001660807803273201 0.0016855893680491508 0.0075205166997945458 0.0060318616508715315 0.0095375267279450785 0.01011903926724407 0.0036332822746585288 -0.0054012133809737866 0.0041348149491982024 0.021355660484793287 0.0034475473832571882 0.011035745276843735 0.011732668181317494 0.019251892495162362 -0.0075648782402276994 0.011739918669419629 0.02638487450160977 0.0024974724557250741 0.012342539742347516 0.004907435429049656 0.0096306153302711823 0.0024761035439691374 0.015250663720353537 0.026736455823750779
leaf_weight=51 40 35 20 346 32 187 29 39 208 49 64 81 39 40 22 24 32 825 255 53 20 28 23 20 397 20 31 21 66 24
leaf_count=51 40 35 20 346 32 187 29 39 208 49 64 81 39 40 22 24 32 825 255 53 20 28 23 20 397 20 31 21 66 24
internal_value=0 0.00554502 0.0111346 0.00945396 0.00728558 0.00663314 0.00847386 0.00978594 0.00642759 0.011654 0.00656446 0.0125282 0.00134526 -0.000941146 0.0117981 0.0118873 0.0117655 0.0107524 0.012626 0.0123625 0.0104596 0.00369625 0.0132428 0.0127138 0.0130649 0.0161693 0.014503 0.0118469 0.016089 0.0183135
internal_weight=0 554 2567 606 260 440 253 224 240 1961 103 121 114 79 1912 1890 1866 857 1009 958 303 48 655 602 582 164 141 418 121 90
internal_count=3121 554 2567 606 260 440 253 224 240 1961 103 121 114 79 1912 1890 1866 857 1009 958 303 48 655 602 582 164 141 418 121 90
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 4 2 2 150 0 49 1 4 4 12 4 47 157 4 49 15 10 0 160 399 131
split_gain=73.4331 11.5994 7.08797 6.29624 4.24353 3.62344 2.00307 1.9328 1.89786 1.89568 1.72614 1.20555 1.16663 1.08487 1.93489 1.23173 1.08198 0.953742 0.687537 0.946902 0.596619 0.534718 0.444425 0.414689 0.404301 0.515996 0.381671 0.376339 0.376114 0.37321
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.099185000000000009 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.14838000000000004 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.27834500000000006 0.09141500000000001 -0.52556499999999995 0.090100000000000013 -0.08107499999999998 0.038415000000000012 -0.054319999999999993 -0.40580499999999992 -0.38124499999999995 0.14486500000000005 -1.0000000180025095e-35 0.091580000000000009 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 20 8 11 -5 13 -6 12 17 22 14 15 -1 18 -4 19 -15 -3 -20 26 -9 -13 -26 -7 -19 -23 -2
right_child=1 2 6 7 9 10 -8 23 -10 -11 -12 24 -14 16 -16 -17 -18 27 21 -21 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014204877260881089 0.0015233586343766053 0.00058953913364401906 0.00064661721283051498 0.0012907334660301297 0.0012933886226485756 0.0014012720536814148 0.00077800440548207934 0.00086231709292476112 0.0017655920717861383 0.00069720206833856989 0.00088485832286473948 0.00026760329539426649 0.00091923812419927419 0.0019155295845729853 0.0016871245668715789 0.00099219761321139616 0.0012773005557911736 0.00048711424891295191 0.0010986977114396937 0.0014951486035947004 0.00087134006165715645 0.0014128615859831917 0.001238697507466964 0.00054379196581887254 0.00019020198370494387 -0.00020432930586678378 0.0011371410687637451 0.00023166867260388264 0.0016706241353495143 0.0012228332825151144
leaf_weight=42 47 192 41 34 70 246 37 33 76 29 41 33 28 21 35 67 112 30 20 1083 34 405 129 30 25 26 23 85 23 24
leaf_count=42 47 192 41 34 70 246 37 33 76 29 41 33 28 21 35 67 112 30 20 1083 34 405 129 30 25 26 23 85 23 24
internal_value=0 0.000672207 0.000583803 0.00140353 0.000780225 0.00142373 0.000353343 0.000913971 0.00146205 0.00111875 0.00126912 0.000287875 0.0013061 0.00144929 0.00128602 0.00115723 0.00146342 0.00038985 0.00147686 0.00150314 0.000631934 0.00141207 0.00133331 0.000710638 9.84928e-05 -1.09316e-05 0.00137869 0.000298307 0.00142671 0.00142177
internal_weight=0 673 602 2448 325 2351 277 97 1884 99 467 240 426 1808 144 109 1664 156 1552 1104 226 448 398 63 84 51 269 115 428 71
internal_count=3121 673 602 2448 325 2351 277 97 1884 99 467 240 426 1808 144 109 1664 156 1552 1104 226 448 398 63 84 51 269 115 428 71
is_linear=0
shrinkage=0.00196078


Tree=3632
num_leaves=31
num_cat=0
split_feature=1 1 123 44 155 4 33 34 2 150 457 43 41 51 1456 133 1375 480 16 394 13 49 13 13 52 399 12 402 0 1210
split_gain=1.44543 0.238972 0.225202 0.215582 0.215334 0.188955 0.159482 0.155739 0.221095 0.204914 0.144554 0.136609 0.133588 0.133506 0.151871 0.234462 0.207828 0.207163 0.188981 0.204765 0.234816 0.174724 0.151393 0.380363 0.149419 0.1925 0.179796 0.158445 0.183974 0.156937
threshold=0.10920500000000001 0.14860500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.10158500000000002 0.042705000000000007 0.08573500000000002 -0.038779999999999995 0.11448000000000001 0.091105000000000005 0.29113500000000009 -0.085594999999999991 0.08690500000000001 -0.26631499999999991 0.056265000000000009 0.11269500000000002 0.084315000000000015 0.086995000000000017 -0.083539999999999989 -0.081744999999999984 -0.0013449999999999996 -0.0087849999999999977 -0.087404999999999997 -0.084034999999999985 0.077655000000000016 0.088190000000000018 0.08598500000000002 -0.014954999999999998 -0.083554999999999977 -0.0049999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 6 10 7 -2 9 -9 13 -4 -10 -1 18 16 17 22 21 20 -20 -15 -16 -24 26 27 -23 29 -29 -26
right_child=1 -3 11 -5 -6 -7 -8 8 12 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.019557507819540444 -0.00051818057871991544 -0.00011441600851385909 0.01295655111981822 0.019563845279175911 0.015881752815436235 0.0090404389909153789 0.014271633451183638 0.010336997085720051 0.0033795166304808905 -0.00051421612966805706 0.0034757808951491661 0.0049792322785715054 0.01154241759160703 0.0045872831940262891 0.012857747443306906 0.0048020961451465671 0.0067693418701705727 0.010930295924190432 0.011245658630061717 0.010864019324998045 -0.003708748962907564 0.024220954086226616 0.031208172516414414 0.016371813969453797 0.012539601983917237 0.020878703092845778 0.014498968463475731 0.011695693076242172 0.0045386183465462781 0.023170195546533382
leaf_weight=21 41 68 28 31 22 355 21 134 226 20 22 92 22 24 26 23 23 40 21 1285 21 23 27 48 41 24 110 218 43 21
leaf_count=21 41 68 28 31 22 355 21 134 226 20 22 92 22 24 26 23 23 40 21 1285 21 23 27 48 41 24 110 218 43 21
internal_value=0 0.005438 0.0110702 0.0112776 0.00621489 0.0111713 0.00575654 0.00535289 0.00595168 0.00892775 0.0115383 0.00684061 0.00410364 0.0116253 0.0115428 0.0142573 0.0155834 0.0170211 0.0112655 0.0106394 0.00376845 0.012914 0.0194334 0.0217129 0.0133304 0.0122381 0.0161802 0.011596 0.0105166 0.0161403
internal_weight=0 554 2567 2447 486 2416 464 443 402 154 2061 120 248 2039 2018 187 164 141 1831 1327 42 504 101 75 480 347 133 323 261 62
internal_count=3121 554 2567 2447 486 2416 464 443 402 154 2061 120 248 2039 2018 187 164 141 1831 1327 42 504 101 75 480 347 133 323 261 62
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=31
num_cat=0
split_feature=1 4 16 457 48 2 4 3 2 50 14 43 49 39 151 156 130 13 3 96 49 1 16 0 457 16 4 482 157 475
split_gain=1.1986 0.38849 0.236627 0.182124 0.178415 0.155857 0.294575 0.153878 0.146949 0.144049 0.148439 0.135402 0.131793 0.128287 0.13066 0.127736 0.124968 0.184944 0.139684 0.124629 0.123426 0.22798 0.28361 0.220346 0.152183 0.136869 0.357631 0.22483 0.213221 0.198255
threshold=0.096325000000000008 0.26790000000000008 0.52822500000000006 0.079590000000000008 0.085485000000000019 0.11362000000000001 -0.064804999999999988 -0.12018999999999998 0.25063000000000007 -0.24165499999999998 0.062655000000000016 -0.52440999999999993 0.14321000000000003 0.093755000000000019 -0.078754999999999978 0.14401500000000003 0.10797500000000002 0.0015850000000000003 -0.079594999999999985 0.086715000000000014 -0.008964999999999999 0.085605000000000014 -0.092804999999999985 -0.15202999999999997 -0.084579999999999975 0.0028900000000000006 -0.49013999999999996 0.11789500000000001 -0.081364999999999979 -0.08230999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 -5 9 -7 -2 19 -1 11 -11 13 14 -9 -4 17 18 -8 -3 21 -13 -23 -22 -25 -26 -27 28 -28 -30
right_child=1 8 15 4 -6 6 16 12 -10 10 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 23 22 -24 24 25 26 27 -29 29 -31
leaf_value=0.018769924564375765 0.015182981914840639 0.004449840433700409 0.016261427652683447 -0.0049169583090891448 0.0056428350212930434 -0.0037279933735373475 0.017619315524534614 0.013509953370140422 -0.0042730262735858563 0.0024696490864946764 0.014588033277765814 0.010268431181927001 0.00060482896966779416 0.0023729998800085814 0.0075019154408770567 0.0079579162545996961 0.016285202275030313 0.0018448698470475958 0.0080961778474999465 -0.0027814846100787131 0.019478955281166627 -0.0057329907230186192 0.0075403765117516746 0.016962808003235196 0.010828953855993417 0.014648709687548625 -0.00356276953673881 0.016373812575780213 0.015556781654330817 0.0054360047014580569
leaf_weight=21 25 286 44 24 48 21 20 42 24 22 83 194 29 41 262 32 20 37 67 26 28 22 60 36 1309 71 23 21 22 161
leaf_count=21 25 286 44 24 48 21 20 42 24 22 83 194 29 41 262 32 20 37 67 26 28 22 60 36 1309 71 23 21 22 161
internal_value=0 0.00594351 0.00758745 0.00675197 0.0021229 0.0102944 0.0073364 0.00758729 0.00326721 0.0105298 0.0104455 0.0102708 0.00707955 0.00762381 0.00833197 0.0127652 0.00894996 0.00776686 0.0102854 0.00384723 0.010359 0.0083999 0.00397923 0.0106826 0.0105327 0.0103886 0.0084544 0.00651697 0.00551215 0.00665271
internal_weight=0 883 547 471 72 2238 165 399 336 2073 2052 1969 374 345 304 76 144 124 87 312 1947 276 82 1671 1643 1607 298 227 206 183
internal_count=3121 883 547 471 72 2238 165 399 336 2073 2052 1969 374 345 304 76 144 124 87 312 1947 276 82 1671 1643 1607 298 227 206 183
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=31
num_cat=0
split_feature=1 3 4 13 148 376 14 16 42 0 401 4 1208 1210 3 42 474 42 0 0 4 155 158 1451 52 159 4 51 2 16
split_gain=0.970868 0.326604 0.233092 0.169463 0.160506 0.154512 0.13453 0.24973 0.1483 0.132448 0.194956 0.24166 0.15175 0.332522 0.141577 0.12884 0.25355 0.13684 0.1203 0.145221 0.129022 0.11737 0.125664 0.214109 0.209152 0.147797 0.156037 0.168539 0.244298 0.217058
threshold=0.096325000000000008 0.30112000000000005 0.26790000000000008 -0.15714499999999998 -0.07990499999999999 0.086445000000000008 -0.46166999999999997 -0.4179199999999999 0.099210000000000007 -0.072269999999999987 0.080710000000000018 -0.55119499999999988 0.099975000000000008 -0.065959999999999977 0.092670000000000016 0.094365000000000018 0.089190000000000005 0.11688500000000002 -0.10836499999999999 -0.13843999999999998 0.50500500000000004 0.10454000000000001 0.07968500000000002 0.085760000000000017 0.11639500000000001 0.10725000000000003 0.04735000000000001 0.14122000000000004 0.098630000000000009 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 -2 -6 -5 -8 -9 14 11 -11 13 -13 21 16 -15 -17 19 -3 -20 22 23 25 -24 26 27 28 -1 -30
right_child=1 18 3 6 5 -7 7 8 -10 10 -12 12 -14 15 -16 17 -18 -19 20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0098046670757318006 -0.0013134812051430345 0.00017921527195721866 0.011306409006593405 0.0076979562135723731 0.0082805515086688073 0.00034610386579655685 0.0036631046376248907 -0.01127438894007355 0.00062348788434808905 0.018071473490757248 0.00075544793358563482 -0.0050871791273710276 0.0143051516788546 0.0054449385168599618 0.0041041692056589659 0.013960158920223368 0.016528862046644742 0.0062657510273550687 0.00084953876845675574 0.0095137134497053927 -0.0092726596089778481 0.002981590759009123 0.013323066984329024 0.019852289996342736 0.0027802188681172475 0.0019629262987739191 0.0063133889360964968 0.0020696235751664197 0.024409625238992955 0.010015465180622414
leaf_weight=1282 20 50 27 48 438 26 153 20 22 24 37 21 32 201 45 59 23 38 34 25 20 25 181 20 21 26 134 27 22 20
leaf_count=1282 20 50 27 48 438 26 153 20 22 24 37 21 32 201 45 59 23 38 34 25 20 25 181 20 21 26 134 27 22 20
internal_value=0 0.00534916 0.00614465 0.00379059 0.00745787 0.00783595 0.0029555 0.00178812 -0.00504217 0.00926492 0.00769873 0.00834421 0.00772 0.00710384 0.00964279 0.00790138 0.00658302 0.0109459 0.000699494 0.00329071 -0.00289942 0.00978456 0.0098827 0.00957339 0.012227 0.00943734 0.0095682 0.00989103 0.0100505 0.0175553
internal_weight=0 883 754 270 484 464 243 195 42 2238 435 398 374 342 1803 321 224 97 129 75 54 1758 1733 1531 202 1511 1485 1351 1324 42
internal_count=3121 883 754 270 484 464 243 195 42 2238 435 398 374 342 1803 321 224 97 129 75 54 1758 1733 1531 202 1511 1485 1351 1324 42
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 1 457 1 3 14 12 4 13 1 3 49 50 40 43 40 1420 1429 484 51
split_gain=44.0017 5.3886 4.82795 3.33337 2.83801 2.35807 2.04122 1.5074 1.75759 1.3038 1.24184 0.87718 0.797239 1.26358 0.692858 0.667432 0.660987 0.63939 0.623072 0.622783 0.601047 0.581812 0.566918 0.515354 0.479365 0.40904 0.325428 0.456686 0.580596 0.357906
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.091265000000000013 0.092845000000000025 0.087135000000000004 0.080930000000000016 0.084525000000000003 -0.14186499999999996 0.062655000000000016 0.08401500000000002 -0.0016099999999999997 -1.0000000180025095e-35 0.12958500000000003 0.12745000000000004 -0.012034999999999999 0.041865000000000006 -0.063404999999999989 -0.080324999999999994 -0.077474999999999988 -0.080064999999999983 0.084770000000000012 0.073690000000000019 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 21 7 9 25 19 11 -4 15 14 -14 -11 26 17 -13 23 -9 -20 -2 -7 -10 -12 -3 -1 29 -29 -28
right_child=1 5 10 -5 -6 22 -8 8 18 12 24 16 13 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014356791618324461 0.00071440626912768564 0.00042709299901265072 0.0010325256644273854 0.00062875193127781993 0.00052266575757090332 7.0026033728389571e-05 0.00073373198932564988 0.0011785911685005229 0.00061022710969280928 0.0012720151856973139 0.00069191087363959676 0.00071515674961992114 0.0011792589712630757 0.00052196123552593311 0.00110256526672703 0.0014451361457055731 0.0011673237852010583 0.0011064082252802579 0.00049869783720945941 0.00070051579352687385 0.00086957429534382591 0.0010834020499746614 0.00042191713002136412 0.00031366661842732399 0.00034185997397403198 0.0001624559755977142 0.0012388676360358846 0.001274799905571283 0.00087599595917352269 0.0010310133351361687
leaf_weight=28 20 43 37 45 74 75 41 22 33 108 53 26 23 22 658 57 366 42 42 20 28 92 23 71 21 47 914 25 32 33
leaf_count=28 20 43 37 45 74 75 41 22 33 108 53 26 23 22 658 57 366 42 42 20 28 92 23 71 21 47 914 25 32 33
internal_value=0 0.000544467 0.00113909 0.00115743 0.000820636 0.000417319 0.00116744 0.000502095 0.000590928 0.00117506 0.000739223 0.00120888 0.00111156 0.000857913 0.00112646 0.00123859 0.00113434 0.000956812 0.00050403 0.000950936 0.000647048 0.00101751 0.000152613 0.000407768 0.000592572 0.000288894 0.00122718 0.00122136 0.00105091 0.00123162
internal_weight=0 590 2531 2420 186 404 2375 306 216 2334 111 1523 811 45 766 1089 434 68 174 42 70 112 98 104 74 90 1032 1004 57 947
internal_count=3121 590 2531 2420 186 404 2375 306 216 2334 111 1523 811 45 766 1089 434 68 174 42 70 112 98 104 74 90 1032 1004 57 947
is_linear=0
shrinkage=0.00196078


Tree=3636
num_leaves=31
num_cat=0
split_feature=1 12 2 4 12 1 12 4 4 1 0 2 0 14 50 159 52 4 15 2 2 2 49 0 2 15 2 0 47 457
split_gain=50.3201 6.04052 5.48556 4.41217 3.37745 3.35883 2.21979 1.63222 1.26741 1.23112 1.21106 1.22144 1.15578 0.9947 0.918465 0.841871 0.835173 0.820734 1.41209 0.754363 0.722594 0.696973 0.640952 0.611191 0.601687 0.580251 0.558553 0.509005 0.487705 0.45715
threshold=0.10752500000000002 0.051320000000000005 0.14285500000000004 0.27044500000000005 0.085055000000000006 0.08864000000000001 0.09141500000000001 -0.16363499999999997 0.033845000000000007 0.12958500000000003 -0.067094999999999988 0.092235000000000025 -0.23194499999999998 0.076175000000000007 0.041865000000000006 0.084250000000000005 1.0000000180025095e-35 -0.059649999999999988 -0.03241999999999999 0.10402500000000002 0.099185000000000009 0.12358500000000001 -0.012034999999999999 -0.13027499999999997 -1.0000000180025095e-35 -0.081924999999999984 0.11177500000000001 -0.09595999999999999 0.090280000000000013 0.032140000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 15 12 13 -7 21 -5 11 29 -1 23 25 24 19 20 -19 -13 -14 27 -6 -3 -2 -4 -26 -8 -24 -9
right_child=2 6 14 9 22 7 8 10 -10 -11 -12 16 17 -15 -16 -17 -18 18 -20 -21 -22 -23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0016118215818668644 0.00047458104993782787 0.001024020569630308 0.00021756061576729712 0.00059897824007315039 0.00078445952093484349 0.0012267078353217296 0.0014504896918017614 0.0011601993001273817 0.0010243327594270893 0.00029240590820795218 0.0004043999803709049 0.00085260150519636047 0.001413548755681034 0.001594180013835176 0.00052480294011545434 0.00039531542595315998 0.0010526357897940805 0.0011563256337289132 0.00062694523966734951 0.00045206171127182304 0.00097614187829415586 0.00090876382788455219 0.0013676105185831879 0.0013074568027017994 0.0010234116885340864 -0.00013216329969426165 0.00068755686923420119 0.0012168955146017067 0.0010695518778518058 0.00080137615256449751
leaf_weight=22 25 30 76 116 20 35 38 43 160 89 30 29 53 46 30 37 20 76 26 48 20 27 32 1170 32 24 47 638 62 20
leaf_count=22 25 30 76 116 20 35 38 43 160 89 30 29 53 46 30 37 20 76 26 48 20 27 32 1170 32 24 47 638 62 20
internal_value=0 0.00121543 0.000579547 0.000680057 0.000852237 0.00100129 0.00125828 0.0008376 0.00118184 0.000465881 0.000765922 0.000833708 0.00118824 0.00131122 0.000223898 0.00064933 0.00069564 0.00113498 0.00102139 0.000602914 0.00129371 0.00121769 0.0011032 0.00130037 0.000739701 0.000133627 0.000823599 0.00123003 0.00117102 0.00104629
internal_weight=0 2531 590 460 255 422 2109 225 863 205 190 160 197 1246 130 141 97 175 102 77 73 703 114 1200 104 100 79 676 94 63
internal_count=3121 2531 590 460 255 422 2109 225 863 205 190 160 197 1246 130 141 97 175 102 77 73 703 114 1200 104 100 79 676 94 63
is_linear=0
shrinkage=0.00196078


Tree=3637
num_leaves=31
num_cat=0
split_feature=1 155 105 2 51 401 48 51 160 123 12 12 13 160 160 1 48 151 0 16 4 16 42 130 13 42 3 2 12 2
split_gain=1.17785 0.320252 0.229124 0.459908 0.174484 0.184759 0.151906 0.219539 0.17215 0.151856 0.147074 0.209814 0.169741 0.139495 0.195074 0.135549 0.156196 0.127909 0.184935 0.221789 0.118259 0.130063 0.122681 0.140633 0.1211 0.167099 0.21891 0.135979 0.168917 0.135115
threshold=0.10124500000000002 0.11245500000000001 1.0000000180025095e-35 0.31358000000000003 -0.42247999999999991 0.092675000000000021 0.14174500000000004 0.14122000000000004 -0.24498999999999996 0.092645000000000019 0.11650500000000001 0.097825000000000009 -0.070999999999999994 -0.11201999999999999 -0.081969999999999987 0.10658000000000002 0.085485000000000019 0.10424500000000002 -0.15599999999999997 -0.5315899999999999 0.042705000000000007 -0.44310499999999992 -0.12099999999999998 0.098975000000000021 0.0036400000000000004 -0.079539999999999986 -0.080884999999999985 0.087545000000000026 0.085565000000000016 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 6 7 8 -6 20 11 13 -13 -10 -15 16 -16 18 19 -17 22 -22 23 -1 25 26 27 28 -24 -26
right_child=1 -3 -4 -5 5 -7 -8 -9 10 -11 -12 12 -14 14 15 17 -18 -19 -20 -21 21 -23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.011963807119102013 0.012602700317123284 0.012223935777773009 0.014985430867157199 -0.0079338631601006317 0.013384069934060487 -0.0040007431707952332 -0.0010771022467697794 0.014511978774904634 -0.0012957046499870945 0.0013860593410208821 0.010392515740490386 -0.0090235513332299882 0.0027927922700802165 0.015094918850809337 -0.004329172887599036 0.0064886768697761006 0.005630603371537291 -0.0013529404380318265 0.00518198590363117 0.019714519419219523 0.011244966684686906 0.0069100449715798363 0.0072044500615447765 0.02131619306281209 0.0091619732130749001 0.010249267136274113 0.022276943616569043 0.0071206883467638347 0.016876769544234359 0.0025467372286532607
leaf_weight=82 30 66 22 28 24 23 37 26 33 20 42 20 31 20 31 32 32 23 232 21 103 211 25 20 262 1461 25 39 65 35
leaf_count=82 30 66 22 28 24 23 37 26 33 20 42 20 31 20 31 32 32 23 232 21 103 211 25 20 262 1461 25 39 65 35
internal_value=0 0.0055621 0.0049402 0.00461758 0.0051525 0.00479603 0.00513101 0.00553612 0.00510475 0.0100625 0.00472041 0.00421888 -0.00184107 0.00494778 0.00547473 0.00495612 0.000729761 0.0058206 0.00639952 0.0117291 0.0101371 0.00833201 0.0104185 0.0137976 0.0102382 0.0105795 0.0137125 0.0120528 0.01419 0.0083824
internal_weight=0 773 707 685 657 627 604 567 541 2348 517 475 51 424 391 371 63 308 285 53 2328 314 2014 102 1912 1615 154 129 90 297
internal_count=3121 773 707 685 657 627 604 567 541 2348 517 475 51 424 391 371 63 308 285 53 2328 314 2014 102 1912 1615 154 129 90 297
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=31
num_cat=0
split_feature=1 12 457 14 43 3 48 43 52 48 16 9 4 16 43 3 133 13 49 52 133 133 403 402 403 0 1208 1210 1211 1211
split_gain=0.975731 0.262372 0.213072 0.231118 0.277312 0.214453 0.198791 0.239213 0.196793 0.150149 0.16095 0.147887 0.129469 0.127373 0.125745 0.122389 0.121856 0.114325 0.111403 0.119355 0.110637 0.194046 0.181429 0.19943 0.177462 0.393678 0.16726 0.160906 0.15374 0.201885
threshold=0.11551000000000002 0.051320000000000005 0.10613500000000002 0.078320000000000015 -0.078139999999999973 0.12178000000000001 0.083685000000000009 -0.088249999999999981 -0.26636999999999994 -0.024949999999999996 -0.16075999999999999 0.099965000000000012 0.40124500000000002 0.0013750000000000001 -0.085474999999999982 -0.0025099999999999996 -0.080849999999999991 0.24394000000000002 0.094245000000000009 -0.014264999999999998 0.11524500000000001 0.12330000000000001 -0.5492149999999999 -0.038594999999999997 -0.53255499999999989 -0.071719999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.11789500000000001 0.11013500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 7 13 -2 -6 -11 17 20 -1 -8 16 -12 -10 19 -17 26 -22 23 -23 25 -24 28 -26 29 -3
right_child=8 12 -4 -5 5 -7 14 -9 11 10 15 -13 -14 -15 -16 18 -18 -19 -20 -21 21 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-9.5856550239747576e-05 0.010254927852656692 0.0095485414481191536 -0.0012719159194779011 0.015781874859239906 0.0036953938150729396 0.0023962754048407076 0.012262355152051896 -0.007456807362252911 0.003945687434582108 0.015921729227358645 0.010472260359674693 -0.0035159641608708738 0.0031221012457321837 0.010140103846788408 0.0038299300931006054 0.0096844892526321402 -1.1092983186244965e-07 -0.0036652284530213197 0.0044095240019184226 0.016417922858948795 1.0899050782124203e-05 0.007658172346418724 -0.0086697318451479082 0.021780136409215629 0.015877208996702124 0.010326885944232346 0.017949068575398998 0.0076528555239783599 0.017330353653058409 -0.00055681391619145872
leaf_weight=31 40 1717 31 30 38 50 28 29 328 44 20 33 34 20 48 81 25 21 24 39 30 20 20 20 27 24 24 200 25 20
leaf_count=31 40 1717 31 30 38 50 28 29 328 44 20 33 34 20 48 81 25 21 24 39 30 20 20 20 27 24 24 200 25 20
internal_value=0 0.00875224 0.00677621 0.0072683 0.00673286 0.00841373 0.00327414 -0.000205211 0.00358148 0.00952397 0.0104745 0.00288269 0.00924419 0.00391825 0.00693661 0.00920642 0.00465428 0.00348772 0.010629 0.0118729 0.00934205 0.00769149 0.00843239 0.0147192 0.00750445 0.00169206 0.00965719 0.00863108 0.00954425 0.00943219
internal_weight=0 2699 538 507 477 321 156 80 422 271 233 382 2161 51 76 189 45 349 144 120 2127 341 311 40 271 44 1786 227 1762 1737
internal_count=3121 2699 538 507 477 321 156 80 422 271 233 382 2161 51 76 189 45 349 144 120 2127 341 311 40 271 44 1786 227 1762 1737
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 4 1 2 2 34 52 4 1 2 131 15 1 47 14 31 13 39 15 1 16 52
split_gain=31.421 5.57245 3.05126 2.99354 2.01356 1.70194 1.19093 1.08486 1.0192 1.00135 0.906106 0.835743 0.661379 0.647014 0.606387 0.583696 0.572901 0.853219 0.548645 0.516809 0.441996 0.423834 0.451981 0.418446 0.388145 0.345512 0.334746 0.329691 0.355603 0.320199
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.090050000000000005 0.14285500000000004 -1.0000000180025095e-35 -0.56176499999999996 0.27834500000000006 0.089770000000000016 0.097845000000000015 0.082750000000000004 -0.41942499999999994 0.090540000000000023 0.090100000000000013 -0.23083499999999998 -0.077289999999999984 -1.0000000180025095e-35 0.093755000000000019 0.094035000000000007 0.082005000000000008 0.19444000000000003 -0.14765999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 7 11 12 -6 -5 20 13 23 -13 -15 27 -18 19 -14 -1 22 -3 -4 -17 -21 -9 28 29 -16
right_child=1 2 8 10 9 -7 -8 26 -10 -11 -12 14 18 15 16 24 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011618861122673224 0.0011245177222571506 0.00076210666591754216 0.00044803903861479323 0.0010127830210613408 0.0010392895277580555 0.00074595859809930805 0.00066502264139712284 0.0014416678028946735 0.00071208027715113161 0.00061377097602957988 0.00061331983465295404 0.0012931123369097762 0.00037441943004535937 0.00075587449668377052 0.0012859264868509939 0.00032482756793539763 0.00055141988850392607 0.0010394936018422538 0.00052972833443359999 -8.7687652497217555e-05 0.0010692016328346658 0.00078902840925833902 0.00051110523453840582 6.9787536494875327e-05 0.00065004451602113014 0.00024502633806025863 0.0011882220719737872 0.001311382317409462 0.0009793874060818452 0.0010742879816650576
leaf_weight=1104 76 33 22 34 73 48 22 51 37 30 61 43 29 32 29 43 21 40 20 30 241 34 168 23 21 20 33 21 156 526
leaf_count=1104 76 33 22 34 73 48 22 51 37 30 61 43 29 32 29 43 21 40 20 30 241 34 168 23 21 20 33 21 156 526
internal_value=0 0.000623625 0.000561726 0.00109748 0.000686756 0.00111136 0.00111903 0.00112344 0.000409163 0.000915352 0.000756286 0.00111502 0.000362463 0.000448713 0.00106633 0.000539651 0.00105404 0.000871468 0.000239622 0.000166178 0.00114528 0.000586562 0.000552314 0.00025471 0.000431539 4.53979e-05 0.0013421 0.00106925 0.0010621 0.00108535
internal_weight=0 691 615 2430 338 2335 2287 2265 277 103 95 2181 240 141 836 96 793 61 99 79 1345 235 201 45 64 50 84 732 711 555
internal_count=3121 691 615 2430 338 2335 2287 2265 277 103 95 2181 240 141 836 96 793 61 99 79 1345 235 201 45 64 50 84 732 711 555
is_linear=0
shrinkage=0.00196078


Tree=3640
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 4 2 42 14 0 15 0 4 0 16 50 43 4 12 16 15 15 1 39 2 2 15
split_gain=36.0418 6.41209 3.25158 2.79247 2.4287 1.92573 1.7997 1.77496 1.30997 0.991768 0.970334 0.80908 1.18121 1.25333 0.800299 0.640121 0.932233 0.60165 0.590645 0.506456 0.494227 0.553355 0.487974 0.521767 0.411706 0.406007 0.38541 0.485054 0.376788 0.397736
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.042705000000000007 -0.17966999999999997 0.13913500000000004 -0.0060199999999999993 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 -0.07929499999999999 0.27834500000000006 -0.15202999999999997 -0.039889999999999988 0.041865000000000006 -0.10603999999999998 -0.49013999999999996 0.08401500000000002 -0.10850999999999998 -0.048699999999999993 0.024640000000000006 0.11414000000000001 0.08456000000000001 -0.0091949999999999983 0.11411 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 19 5 -3 -7 9 -8 11 -4 12 13 -1 -14 16 -9 -15 -6 -2 24 -22 -18 -24 -16 -10 -12 -28 -5 -30
right_child=1 4 10 28 18 6 8 15 25 -11 26 -13 14 17 20 -17 22 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013682506035568455 0.0007853826478708023 0.00036495534203493258 0.0011666002465866891 0.00080400139928702905 0.00018638835565725205 0.0011411392172567206 0.0010823269552300533 0.0014728259514359867 0.00065957620902565111 0.00076268560600047011 0.0004649087947373297 0.0013972643083415631 0.0012345350646242753 0.00066473158495920196 0.0012098021219480711 0.00072447497458002661 0.0011081300063819498 0.0010584871783560399 0.00052410953300323782 0.0011203776480671215 0.00089538626450184108 0.0011408789081671453 0.00099865832451626426 0.00065229419691889892 0.0015115421540151681 0.00047995165803665251 0.00054340548904649184 0.00093038749177754812 0.00068903213380719461 0.00035154644734974877
leaf_weight=22 20 97 22 31 85 30 22 20 106 20 20 78 1178 37 101 23 153 25 26 131 38 497 102 20 21 89 20 33 29 25
leaf_count=22 20 97 22 31 85 30 22 20 106 20 20 78 1178 37 101 23 153 25 26 131 38 497 102 20 21 89 20 33 29 25
internal_value=0 0.000653717 0.00116122 0.000915982 0.000517685 0.000599061 0.000690997 0.00117569 0.000628765 0.00119715 0.000805624 0.0012015 0.00119355 0.000966176 0.00120395 0.00103954 0.0010641 0.000823504 0.000265494 0.00107601 0.00114912 0.00112344 0.00103437 0.000941877 0.00126174 0.000577594 0.000696837 0.000784357 0.000631702 0.000532789
internal_weight=0 691 2430 236 455 344 247 2335 217 2017 95 1997 1919 84 1835 318 295 62 111 151 657 535 275 122 122 195 73 53 85 54
internal_count=3121 691 2430 236 455 344 247 2335 217 2017 95 1997 1919 84 1835 318 295 62 111 151 657 535 275 122 122 195 73 53 85 54
is_linear=0
shrinkage=0.00196078


Tree=3641
num_leaves=31
num_cat=0
split_feature=1 12 3 1375 14 43 3 48 16 12 43 48 0 34 124 2 4 49 3 0 16 2 16 160 1453 474 157 51 133 3
split_gain=1.09255 0.296642 0.227407 0.196339 0.211731 0.255957 0.192156 0.182244 0.179732 0.174909 0.170929 0.232269 0.184821 0.156484 0.194141 0.177714 0.129832 0.128983 0.123953 0.168093 0.176882 0.158867 0.163114 0.161814 0.139423 0.187962 0.257624 0.184989 0.269824 0.15458
threshold=0.11551000000000002 0.051320000000000005 0.30112000000000005 -0.096099999999999977 0.078320000000000015 -0.078139999999999973 0.11924500000000002 -0.024949999999999996 -0.16075999999999999 -0.42850999999999995 -0.11720999999999999 0.083685000000000009 -0.053834999999999994 -0.038779999999999995 0.0049200000000000008 0.13622000000000004 0.40124500000000002 -0.026779999999999995 -0.13309499999999996 -0.13843999999999998 0.0057500000000000008 0.08542000000000001 -0.034884999999999992 -0.081969999999999987 -0.064249999999999988 0.085500000000000007 -0.013599999999999999 -0.016074999999999996 0.086910000000000015 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 5 10 7 -7 -9 -4 -5 12 -12 -2 15 -15 18 -8 21 -20 -21 22 -3 -23 -22 26 -26 28 -27 -28
right_child=2 16 9 4 -6 6 17 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 20 24 23 -24 -25 25 27 29 -29 -30 -31
leaf_value=-0.0010525518383544227 -0.00073134395470087594 0.011590871058404445 0.0058795124401941025 0.009057636756172523 0.016006472749480357 0.0033569500302629814 0.010066916640581829 0.017105575219341897 0.0098085091387417542 -0.0028629495308684586 -0.010475156421861835 0.0057876021976375749 0.0022503378465771676 0.0089865095731378949 -0.0018750950331903168 0.0034422937657663162 0.0039183449356214092 0.00030150237021428581 0.0017611865252256395 0.010499764085197538 0.0015598704572767021 0.0029645868958058687 0.022903768682422547 0.012312436820061093 -0.0031628272496163849 0.0090729615669697516 0.013062274445864289 0.0055198954206637368 0.023623141066099591 0.007103958247428867
leaf_weight=26 37 25 34 47 30 35 21 41 191 70 21 63 25 165 27 89 34 38 25 1524 30 22 26 117 21 25 55 22 26 209
leaf_count=26 37 25 34 47 30 35 21 41 191 70 21 63 25 165 27 89 34 38 25 1524 30 22 26 117 21 25 55 22 26 209
internal_value=0 0.00952593 0.00405438 0.00742481 0.0078553 0.00734796 0.00894205 0.0100833 0.0110981 -4.83696e-06 0.00401672 0.00184311 -0.00355913 0.00538192 0.00618687 0.00704385 0.010049 0.00377733 0.010147 0.00990793 0.0100145 0.0125845 0.0173582 0.0108329 0.00810823 0.00865697 0.00749731 0.0131844 0.0164907 0.00834527
internal_weight=0 2699 422 538 512 482 326 267 232 104 156 109 46 318 281 254 2161 59 2127 1937 1912 190 51 139 388 358 285 73 51 264
internal_count=3121 2699 422 538 512 482 326 267 232 104 156 109 46 318 281 254 2161 59 2127 1937 1912 190 51 139 388 358 285 73 51 264
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 15 4 16 0 43 48 2 2 4 14 0 15 12 4 15 2 160 47 43 2 0 11
split_gain=45.7991 5.72453 5.45921 3.27331 2.77011 1.97913 1.82693 1.75305 1.47256 1.16052 1.07433 1.05259 0.969806 1.42238 0.952449 1.05604 0.799521 0.661499 0.765773 0.849482 0.618316 0.615076 1.36654 0.658983 0.614852 0.445885 0.441141 0.952172 0.562661 0.441112
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.090455000000000021 0.40124500000000002 0.024640000000000006 0.033845000000000007 -0.061854999999999993 -0.23194499999999998 -0.04890499999999999 -1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 0.50822500000000004 0.076175000000000007 -0.11173999999999999 -0.095244999999999982 0.13597000000000004 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.083670000000000008 0.091680000000000011 -0.079914999999999986 0.11177500000000001 -0.072269999999999987 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 11 14 17 25 12 20 -7 -1 -6 -14 15 -3 -17 18 19 -4 29 23 -23 -13 -15 -5 28 -28 -2 -8
right_child=1 5 6 7 8 10 9 -9 -10 -11 -12 21 13 24 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016782489371172246 0.00031353973509634246 0.00037095857865625199 0.00145142101242793 0.001430146241026655 0.00074310520863236354 0.00055264139399070528 0.0013125467122731423 0.00072822735076260138 0.0014499898579051625 0.0011373043600575721 0.00101028632538891 0.001475046304389807 0.00060166489493613151 0.0012215847611761227 0.00027249388264525095 0.00096830423824823041 0.00045500423540087307 0.00163103520698712 0.0014024527296444488 0.00094415409405247056 0.0010356751082312666 0.0012576009993313093 0.00073682842855194233 0.00105733582202126 0.00086335796088564626 0.0011521348915450216 0.0011048647953348666 0.0006970851633725406 0.0007474554528143411 0.0014792883737606371
leaf_weight=22 20 65 22 42 84 41 681 29 21 169 38 53 25 70 102 28 20 46 1065 30 29 76 26 20 25 47 28 103 27 67
leaf_count=22 20 65 22 42 84 41 681 29 21 169 38 53 25 70 102 28 20 46 1065 30 29 76 26 20 25 47 28 103 27 67
internal_value=0 0.000701172 0.00130781 0.000893659 0.00110424 0.000507376 0.00134855 0.00114691 0.000955587 0.00128456 0.000772774 0.00127401 0.000904693 0.0010178 0.000409857 0.000533849 0.000754429 0.0014006 0.00139111 0.00115877 0.00131659 0.0012232 0.00112486 0.00136061 0.00112731 0.00128333 0.000725776 0.000784244 0.00056281 0.00132748
internal_weight=0 590 2531 296 422 294 2109 118 225 946 79 197 204 120 215 113 48 1163 1117 52 777 175 102 73 95 89 178 131 47 748
internal_count=3121 590 2531 296 422 294 2109 118 225 946 79 197 204 120 215 113 48 1163 1117 52 777 175 102 73 95 89 178 131 47 748
is_linear=0
shrinkage=0.00196078


Tree=3643
num_leaves=31
num_cat=0
split_feature=1 2 3 40 13 106 1 2 150 151 151 0 12 39 13 133 401 15 49 49 159 12 16 400 4 4 1446 401 15 475
split_gain=1.07318 0.29293 0.207181 0.188092 0.200614 0.185296 0.194021 0.189637 0.188458 0.174971 0.295836 0.201039 0.145653 0.145572 0.149642 0.193377 0.133613 0.181968 0.133191 0.131825 0.123721 0.122534 0.149443 0.118242 0.119472 0.112631 0.152634 0.161794 0.239863 0.398926
threshold=0.11551000000000002 0.098630000000000009 0.30112000000000005 0.051255000000000002 -0.08971999999999998 0.086340000000000014 0.10984500000000001 -0.090999999999999984 0.083770000000000011 -0.098364999999999994 -0.084084999999999979 -0.22491999999999998 -0.42850999999999995 0.087735000000000021 -0.093219999999999983 -0.038089999999999992 1.0000000180025095e-35 0.10549000000000001 -0.072814999999999977 0.14233500000000002 0.096715000000000009 0.092465000000000006 -0.074929999999999983 1.0000000180025095e-35 -0.081984999999999988 -0.082249999999999976 0.037915000000000011 1.0000000180025095e-35 -0.0079099999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 13 4 -3 6 7 8 -1 -6 -11 -12 -4 14 -2 -16 18 -18 -13 21 -14 22 -17 25 -25 -9 27 28 -27 -30
right_child=2 3 12 -5 9 -7 -8 23 -10 10 11 16 20 -15 15 19 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.010678310412913561 -0.0004795232618396933 0.0039296979827340697 0.0056319149758885896 -0.0017865864979103208 0.016221228050999344 0.0016095938109792771 0.017996500735171141 0.011420690569576092 -0.0025944762296326784 -0.0027215275417446444 0.0017748895957059151 0.016381870206969323 -0.0053826651961097257 0.0029287130814148387 0.00023793070018291473 0.0090709755121497447 -0.0025361290212631937 0.010628319491765329 0.009473411659804698 0.0027305854018777609 0.0034743176617970072 0.0086105322498562075 0.020890292529340673 0.010481225906146897 0.020178064315890275 0.010150488870904938 0.012713981365369685 0.012282085104160151 -0.003325213659006883 0.0079522532951891607
leaf_weight=20 22 100 34 20 30 25 32 516 23 23 37 30 46 136 25 20 21 21 400 22 24 70 23 27 24 604 148 159 34 405
leaf_count=20 22 100 34 20 30 25 32 516 23 23 37 30 46 136 25 20 21 21 400 22 24 70 23 27 24 604 148 159 34 405
internal_value=0 0.0095595 0.00413667 0.0077679 0.00805655 0.0101653 0.0102727 0.0101466 0.00357891 0.00879087 0.00837187 0.00887314 0.000262174 0.00540381 0.00725332 0.00831659 0.00942957 0.0040461 0.0099554 0.00981264 -0.00234599 0.0111914 0.0153929 0.0102939 0.0150444 0.010164 0.00968372 0.00931061 0.00885762 0.00707883
internal_weight=0 2699 422 682 662 2017 1992 1960 43 562 532 509 104 318 182 160 472 42 430 135 70 113 43 1917 51 1866 1350 1202 1043 439
internal_count=3121 2699 422 682 662 2017 1992 1960 43 562 532 509 104 318 182 160 472 42 430 135 70 113 43 1917 51 1866 1350 1202 1043 439
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=31
num_cat=0
split_feature=4 2 3 123 14 52 159 3 16 49 0 157 124 0 42 12 1455 2 4 0 1447 0 4 0 2 15 1212 481 16 4
split_gain=0.885485 0.338325 0.2846 0.180802 0.20485 0.156315 0.228046 0.132615 0.158308 0.135571 0.169498 0.175511 0.234213 0.149992 0.117605 0.110451 0.129291 0.106821 0.10328 0.186611 0.278059 0.166938 0.438587 0.452822 0.180403 0.177407 0.164899 0.228243 0.218756 0.123976
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 1.0000000180025095e-35 -0.10708499999999999 0.039215000000000007 0.10600500000000002 -0.13309499999999996 -0.54656499999999986 -0.0072499999999999986 -0.10324499999999999 -0.067349999999999979 -1.0000000180025095e-35 -0.15931499999999996 0.089390000000000011 0.11734000000000001 0.11922500000000001 -0.033169999999999991 -0.082249999999999976 -0.086934999999999985 -0.085804999999999979 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.087955000000000019 -0.028889999999999996 0.090840000000000018 -0.081539999999999987 -0.08231999999999999 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 14 -9 -10 13 -12 -13 -11 -2 16 18 -5 19 -6 -21 22 23 29 -24 -26 27 -22 -28 -20
right_child=5 -3 -4 17 15 6 -8 8 9 10 11 12 -14 -15 -16 -17 -18 -19 21 20 26 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.017114667207070236 0.0089598424370210105 -0.0015079246745065603 0.0020889397146675037 -0.00068241680661837271 0.013646435451952099 0.010236703435657546 2.5870447809045967e-06 0.0082012547701597223 -0.006550366158500829 2.2943149535701828e-05 0.0059096460109171666 0.0017339511315667016 -0.0099195647532386438 0.010664449645965189 0.00037088070809841158 0.00567928575759288 0.017078159470111133 0.0066158490183431135 0.011525699162545304 -0.0020061027613424119 0.018126735008720841 0.0089286437173828909 0.015717142891577062 -0.010324937891813794 0.010414588207150905 6.2379874289035801e-05 0.011935242742300034 0.0097320146692485166 -0.00031237009912729266 0.00065959754533001362
leaf_weight=31 44 33 64 24 119 64 33 25 29 26 23 34 35 27 25 100 20 122 21 21 35 1515 34 28 49 25 25 434 35 21
leaf_count=31 44 33 64 24 119 64 33 25 29 26 23 34 35 27 25 100 20 122 21 21 35 1515 34 28 49 25 25 434 35 21
internal_value=0 0.00855662 0.0086786 0.0088372 0.00903596 0.00331517 0.00675499 0.00207016 0.000760296 -0.000308808 0.000939504 -0.00165553 -0.00417725 0.00544409 0.0058479 0.00893506 0.00907174 0.00541613 0.00900395 0.0100559 0.009279 0.00858827 0.00569129 -0.000474386 0.00968757 0.00691722 0.00972699 0.0103585 0.0047908 0.00609265
internal_weight=0 2756 2723 2659 2513 365 97 268 199 174 145 92 69 53 69 2482 2382 146 2362 669 550 1693 178 70 108 74 529 469 60 42
internal_count=3121 2756 2723 2659 2513 365 97 268 199 174 145 92 69 53 69 2482 2382 146 2362 669 550 1693 178 70 108 74 529 469 60 42
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=31
num_cat=0
split_feature=4 3 2 3 12 10 124 39 40 376 15 48 455 49 48 51 3 15 151 1 50 52 43 400 160 12 4 2 42 4
split_gain=0.719969 0.276921 0.250642 0.150126 0.162423 0.18053 0.142276 0.141656 0.19449 0.115391 0.127946 0.178613 0.18601 0.177263 0.170491 0.270103 0.148275 0.174636 0.242698 0.132324 0.131007 0.117028 0.110121 0.274263 0.174184 0.160963 0.241722 0.182243 0.204811 0.17496
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.085309999999999983 -1.0000000180025095e-35 -0.08440499999999998 0.091135000000000008 -0.12255999999999999 0.093265000000000015 0.092320000000000013 -0.15498999999999999 0.10866500000000003 0.11794000000000002 0.10732000000000001 -0.093959999999999988 -0.0064299999999999991 0.077845000000000011 0.094920000000000018 -0.057699999999999994 0.0068900000000000012 -0.064794999999999978 0.081905000000000019 0.09141500000000001 -0.078439999999999996 0.084245000000000014 0.089165000000000008 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -6 -7 -1 -9 10 -10 12 13 -12 15 19 17 18 -15 -13 -20 -16 -19 -24 25 27 -27 -25 29 -29
right_child=3 -3 -4 -5 5 6 -8 8 9 -11 11 14 -14 16 21 -17 -18 22 20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.015313547020419861 0.0092129711008800026 0.0016356418240171132 -0.0025157313510451632 -0.0053792984131723646 -0.0056096090838157892 -0.0047209282498806718 0.0040213331899330452 0.0022678804715784888 0.010835107486495901 0.00064531854974726841 0.015322259141866005 0.0020961290205571245 0.017735735466703772 -0.0040949018851209147 0.012931139067450205 0.011417411705074104 0.0018273190189248478 0.0086103020212706712 0.0049866407890266813 -0.006908518418669702 0.013749089643048744 0.0042374214405814809 0.016418455516059811 0.00763936634049625 0.013859148544725031 0.015599842555820942 0.0052219177904158929 -0.012280556913465262 0.0053940334084347404 0.00078825565675894418
leaf_weight=26 44 73 23 20 24 20 269 60 159 21 33 47 20 26 32 23 39 1678 91 25 21 30 26 37 24 27 133 20 29 21
leaf_count=26 44 73 23 20 24 20 269 60 159 21 33 47 20 26 32 23 39 1678 91 25 21 30 26 37 24 27 133 20 29 21
internal_value=0 0.00771225 0.00787833 0.00305166 0.00352398 0.00272425 0.00341633 0.00796861 0.00789577 0.00802757 0.00808858 0.00790525 0.00813527 0.0080482 0.00464538 0.00198322 0.00793768 0.0080494 0.00460904 -0.00103048 0.0066296 0.0087245 0.00828738 0.00657803 0.00569882 0.00496531 0.00697319 0.00196286 -0.00103758 -0.00558677
internal_weight=0 2744 2671 377 357 313 289 2648 2622 2562 2541 2382 2225 2205 157 95 2172 2133 138 72 112 62 1995 317 291 267 160 107 70 41
internal_count=3121 2744 2671 377 357 313 289 2648 2622 2562 2541 2382 2225 2205 157 95 2172 2133 138 72 112 62 1995 317 291 267 160 107 70 41
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 1 2 1 2 16 2 52 49 15 150 2 47 3 3 4 2 52 4 15 1 3 133
split_gain=63.0491 10.0879 5.60243 4.50095 3.41447 3.28529 2.28591 1.86464 1.84977 1.72459 1.07456 1.08921 0.982866 0.872887 0.840403 0.749939 0.727744 0.720728 0.695275 0.690624 0.595214 1.05317 0.560637 0.640155 0.55224 0.522889 0.48592 0.464768 0.402196 0.383173
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.11690500000000002 0.062655000000000016 0.085505000000000012 0.092845000000000025 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.061854999999999993 0.14838000000000004 -0.53299999999999992 -0.054984999999999992 1.0000000180025095e-35 1.0000000180025095e-35 -0.0091949999999999983 0.10648500000000001 0.0068900000000000012 0.11658 -0.55119499999999988 0.088850000000000012 0.12354000000000001 0.038415000000000012 -0.40580499999999992 0.13075500000000004 -0.12711499999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 19 10 13 -4 17 22 18 -9 16 -2 -16 24 25 -12 20 -3 -22 -1 28 -7 -6 -15 29 -24 -5
right_child=1 5 8 27 9 7 -8 12 -10 -11 11 -13 -14 26 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018829815474848484 0.0016070375472945922 0.00069432194737315759 0.0013923289760686636 0.00069265241158624814 0.0014859067896415194 0.00039090045455219841 0.0018907538342635664 0.00062285123850738388 0.0008348890011704046 0.00098952244724926914 0.0011574675296476937 0.0010986694990104131 0.0010907513906015735 0.0004386315796252028 0.00094995234552057797 0.0013662928883351533 0.00084823679293284323 0.0011025716531034302 0.0015124012143618393 0.0012236461759197947 0.0012625963632057955 0.00078368005870924865 0.0013789441903221322 0.0015139795574291199 0.00071146796926174294 0.0013292164768661725 0.00011534397703370237 0.00057573432888032169 0.0016060572187160398 0.0010178145540203471
leaf_weight=22 43 64 37 22 249 88 79 45 60 41 23 31 28 33 21 80 23 27 274 20 27 51 31 542 27 122 39 24 910 38
leaf_count=22 43 64 37 22 249 88 79 45 60 41 23 31 28 33 21 80 23 27 274 20 27 51 31 542 27 122 39 24 910 38
internal_value=0 0.000831673 0.00150932 0.00116705 0.00152837 0.000659839 0.00156418 0.000532371 0.00104752 0.00137243 0.0015501 0.00144841 0.00080232 0.000438531 0.00137747 0.00127973 0.000529843 0.00141187 0.00148491 0.000882514 0.000834468 0.000949459 0.00157227 0.00156766 0.000466164 0.00143438 0.000263517 0.000806344 0.00159858 0.000898588
internal_weight=0 673 2448 228 2351 445 1912 283 97 439 1833 328 73 210 144 101 138 398 297 162 142 78 1505 1483 115 371 72 84 941 60
internal_count=3121 673 2448 228 2351 445 1912 283 97 439 1833 328 73 210 144 101 138 398 297 162 142 78 1505 1483 115 371 72 84 941 60
is_linear=0
shrinkage=0.00196078


Tree=3647
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 3 0 3 40 52 16 16 157 484 43 12 34 124 130 2 42 12 47 40 151 2 52 40 52 400
split_gain=0.783923 0.218385 0.159416 0.250645 0.170327 0.154274 0.140974 0.200954 0.137853 0.150881 0.254606 0.183659 0.143066 0.166038 0.139895 0.134185 0.133508 0.132859 0.139038 0.135216 0.138518 0.14543 0.12728 0.123906 0.168156 0.190912 0.129474 0.117066 0.116867 0.0999373
threshold=0.11551000000000002 0.098630000000000009 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.30112000000000005 -0.07384499999999998 -0.014944999999999998 0.051255000000000002 0.039215000000000007 0.51222500000000004 0.19444000000000003 -0.077664999999999998 0.081425000000000011 0.016310000000000002 -0.42850999999999995 -0.038779999999999995 0.0049200000000000008 -0.0060099999999999989 0.14122000000000004 0.090835000000000013 0.10673000000000001 0.12033500000000001 -0.079289999999999985 -0.098364999999999994 0.10774000000000002 -1.0000000180025095e-35 -0.082294999999999993 0.10473500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 16 -1 -8 9 10 12 14 -3 23 28 -7 -2 18 -18 20 21 22 -20 -14 -25 26 -26 -6 -11 -29
right_child=5 8 3 -5 27 15 7 -9 -10 11 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0096683072343725588 -0.001026244426297175 -0.0011715565975277853 0.020921694894355757 0.0082499352812364299 0.016143652087166196 0.0053376083919668901 0.0059841170877916738 -0.0066051874398475596 -0.0015647676592925562 0.017899649176332685 0.010073277883022307 0.00049390055097650154 -0.001121337704402818 0.014067496694624424 0.0061641302070248941 -0.0023197746033214832 0.00022042474310312953 -0.0013053259191413721 0.016952103338908495 0.0023182389782353614 0.0052532812116278596 0.0051019715440282923 0.0075235068840398033 0.013962812065368608 -0.0036890254782823229 0.0067980703532120731 0.0041437155494064674 0.0085125915890587045 0.010452649227712149 0.013044992740964517
leaf_weight=29 37 39 27 37 21 34 32 21 20 27 109 22 33 20 59 70 35 27 41 48 79 29 22 21 36 149 51 1800 96 50
leaf_count=29 37 39 27 37 21 34 32 21 20 27 109 22 33 20 59 70 35 27 41 48 79 29 22 21 36 149 51 1800 96 50
internal_value=0 0.00816174 0.00868479 0.0135958 0.00852386 0.00352699 0.00406297 0.000995902 0.00661481 0.00686192 0.00585436 0.00912399 0.00453671 0.00525484 0.0101672 0.000183601 0.00462043 0.00536394 0.00607287 0.0070082 0.00832468 0.0109621 0.0136596 0.00464708 0.00538777 0.00462473 0.000902581 0.00871936 0.0120874 0.00863509
internal_weight=0 2699 2017 64 1953 422 82 53 682 662 458 204 349 310 182 104 318 281 254 219 171 92 63 290 257 236 87 1871 123 1850
internal_count=3121 2699 2017 64 1953 422 82 53 682 662 458 204 349 310 182 104 318 281 254 219 171 92 63 290 257 236 87 1871 123 1850
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 44 1 403 148 2 0 52 1213 0 47 3 2 49 48 150 1210 3 4 49 0 10 14 13 0 403
split_gain=0.671553 0.234359 0.211138 0.132981 0.153754 0.129026 0.1401 0.1952 0.204928 0.137582 0.146864 0.197814 0.12864 0.138119 0.159394 0.142567 0.132003 0.125808 0.198629 0.125532 0.123194 0.122231 0.181763 0.131347 0.146529 0.151025 0.22819 0.143439 0.143016 0.112655
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10600500000000002 1.0000000180025095e-35 0.090540000000000023 -0.52336499999999997 -0.07990499999999999 -0.0091949999999999983 -0.067094999999999988 -0.082554999999999976 0.0036000000000000003 -0.14454499999999995 0.11518500000000002 -0.042499999999999989 0.094835000000000017 -0.061079999999999988 0.086260000000000017 0.12068000000000002 -0.42132499999999995 -0.13927999999999999 0.50194500000000009 -0.014989999999999998 -0.10324499999999999 0.10513000000000002 -0.36617499999999997 -0.061684999999999997 -0.15931499999999996 -0.059794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 19 -5 6 20 -8 -9 10 -10 -12 13 17 15 29 -17 -11 -19 21 -1 22 -2 -23 28 26 27 -26 -25 -15
right_child=3 -3 -4 4 -6 -7 7 8 9 12 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.015699210066813976 0.001060729116116735 0.0017351058240794922 -0.0020617958016531622 0.0084375920505004223 0.00019460422918200494 0.01286988355840246 -0.0030644506935707549 -0.0031917150731065446 0.0089979558535244163 0.0086419363076428845 0.00542279916180237 -0.0081754629337228834 -0.00010309715712950989 0.013657370199050223 0.0041605541685098548 0.018685300039526606 0.0096858088306199103 -0.0069416622555581861 0.0060123945233123057 0.008562979133178791 0.0078104076597404612 -0.0066375456675554492 0.012368398242341799 -1.6633867441366117e-05 0.004686750708436915 0.0055046186296512254 -0.011547163473442198 -0.0063214797573164106 0.0099206108147752419 0.0076114117655322836
leaf_weight=20 44 73 23 72 33 45 22 21 23 34 23 20 22 35 73 28 39 20 29 24 1936 28 21 30 29 23 25 20 28 258
leaf_count=20 44 73 23 72 33 45 22 21 23 34 23 20 22 35 73 28 39 20 29 24 1936 28 21 30 29 23 25 20 28 258
internal_value=0 0.00732527 0.00747805 0.00282411 0.00584694 0.00756091 0.00746913 0.00619353 0.00651941 0.00685705 0.002548 -0.000901974 0.00738567 0.00770496 0.00842126 0.00928524 0.0134468 0.0039681 0.000725024 0.00165721 0.00789107 0.000988906 0.00471398 -0.000334207 0.000804461 -0.00157306 -0.00377288 0.000193595 0.00478066 0.00833363
internal_weight=0 2744 2671 377 105 2648 2603 647 625 604 66 43 538 516 433 360 67 83 49 272 1956 248 65 183 155 97 74 49 58 293
internal_count=3121 2744 2671 377 105 2648 2603 647 625 604 66 43 538 516 433 360 67 83 49 272 1956 248 65 183 155 97 74 49 58 293
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 14 1 0 2 4 150 49 0 0 156 0 49 48 4 0 4 4 13 475 0 1 43 0
split_gain=34.8836 4.48518 3.74035 3.06315 2.49328 1.66074 1.47413 1.13777 1.08001 0.935801 1.02397 0.711655 0.88373 0.603169 0.532389 0.513674 0.816406 0.508081 0.496763 0.468518 0.474902 1.22724 0.457938 0.531513 0.87321 0.429967 0.389287 0.360886 0.354418 0.354125
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.076975000000000002 0.09253500000000002 -0.13027499999999997 0.13501500000000002 0.00063500000000000004 0.09487000000000001 -0.043469999999999995 -0.15202999999999997 -0.07929499999999999 -1.0000000180025095e-35 -0.11173999999999999 -0.012034999999999999 0.092065000000000022 -0.17966999999999997 -0.060129999999999996 0.098655000000000007 0.024790000000000003 -1.0000000180025095e-35 -0.066784999999999983 -0.026509999999999995 0.15471500000000002 -0.08076499999999999 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 7 28 22 11 -4 13 25 15 14 -6 -13 17 -17 29 -2 20 -18 -22 23 24 -5 -11 -12 -7 -3 -1
right_child=1 5 8 6 9 27 -8 -9 -10 10 26 12 -14 -15 -16 16 19 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011737335304252239 0.00077488985661344203 0.00040904349301728178 0.0011006203818434662 0.00062735449108812535 0.0005700604694769205 0.00036654727215619856 0.00038598194145965891 0.0014460176104570135 0.00068103473269251849 0.0012581229592311478 0.0010086261914707339 0.0014545392862283714 0.00078644641423805727 0.00098370045215440366 0.0011219284996169137 0.0015275437643821226 0.0013094061908001701 0.0012480445164321651 0.0011158505800828809 0.00084715794479730091 0.0011574628066905782 0.0006879798337525012 0.00099336259561516398 0.00045269334871394964 0.0010402317423960177 0.0010862471041246254 0.00064968969420070566 0.00013938277594599069 0.00066427528769097334 0.00084666387611707927
leaf_weight=35 20 26 34 54 23 116 58 75 77 68 21 20 29 33 247 22 64 1069 92 20 309 23 26 25 31 316 26 35 107 20
leaf_count=35 20 26 34 54 23 116 58 75 77 68 21 20 29 33 247 22 64 1069 92 20 309 23 26 25 31 316 26 35 107 20
internal_value=0 0.000632072 0.00116151 0.000796772 0.00117765 0.000454614 0.000647712 0.00120924 0.000809556 0.00105226 0.00108325 0.00119969 0.00111153 0.000813813 0.00114684 0.00121639 0.00115943 0.00123859 0.00105496 0.00113996 0.00115475 0.00112494 0.000759332 0.000704015 0.000777933 0.00111668 0.000810066 0.000313893 0.00061438 0.0010548
internal_weight=0 590 2531 306 2420 284 194 1933 111 487 431 1858 296 56 267 1562 438 1124 112 416 396 332 136 110 85 384 47 151 133 55
internal_count=3121 590 2531 306 2420 284 194 1933 111 487 431 1858 296 56 267 1562 438 1124 112 416 396 332 136 110 85 384 47 151 133 55
is_linear=0
shrinkage=0.00196078


Tree=3650
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 1 11 52 49 1 2 1 40 16 51 15 0 11 2 133 0 51 3 4
split_gain=50.0763 8.46719 3.9627 3.12407 3.10048 2.87223 2.72068 2.17752 2.02547 2.08985 1.59961 1.23746 0.962147 0.765682 0.792807 0.764674 0.767368 0.713275 0.694801 0.67163 0.612178 1.04013 0.55601 0.889143 0.546937 0.486718 0.476226 0.471865 0.458955 0.470795
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.062539999999999984 0.091265000000000013 0.077845000000000011 1.0000000180025095e-35 -0.53299999999999992 -0.054984999999999992 0.086920000000000011 0.087675000000000017 0.13436000000000001 -0.077714999999999992 0.11346000000000002 0.086310000000000012 -0.41942499999999994 0.18019500000000002 1.0000000180025095e-35 0.13622000000000004 -1.0000000180025095e-35 -0.23194499999999998 -0.070629999999999984 -0.11171999999999999 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 18 10 -8 -10 12 -4 15 -2 -15 26 -17 27 -3 -7 21 -6 23 28 25 -5 -1 -11 -12 -30
right_child=1 4 11 24 20 19 8 -9 9 17 22 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017329821867101333 0.001426526401805838 0.00056759585468288897 0.0013000103955467541 0.00058161940279544567 0.00043576935191586501 0.00067432634363886459 0.0012604206712806927 0.00075842627256099339 0.0011922792608718342 0.00041161894999152304 0.0010629845724906772 0.00080916923894619149 0.0016451021949936415 0.000794448274222606 0.0012136392787077505 0.001354363027245845 0.00099304342673622761 0.00036633413625893247 0.0002355393314478444 0.0011398241069971347 0.00048631848097821468 -7.322529260018222e-05 0.00098256590173524954 0.0015258632226613951 0.00046533126438803532 0.00094924344995702282 0.0014274165125527508 0.00073237424610462804 0.0013505832155586133 0.0012435946617921224
leaf_weight=20 47 47 28 20 29 26 30 22 31 20 32 67 67 22 82 387 24 30 50 22 36 33 20 69 20 45 1004 149 360 282
leaf_count=20 47 47 28 20 29 26 30 22 31 20 32 67 67 22 82 387 24 30 50 22 36 33 20 69 20 45 1004 149 360 282
internal_value=0 0.000748191 0.0013464 0.00104957 0.000591872 0.00136237 0.000676676 0.00137233 0.000781229 0.000718725 0.00137829 0.000953838 0.00141543 0.00121883 0.00112496 0.00140471 0.00133326 0.000644956 0.000396433 0.000887679 0.000282942 0.000164853 0.00130518 0.00131387 0.000748882 0.000836128 0.00143338 0.000694415 0.00129216 0.00130359
internal_weight=0 691 2430 236 455 2335 357 2287 260 230 2265 95 1502 151 104 1435 411 199 97 48 98 62 763 743 85 65 1024 169 674 642
internal_count=3121 691 2430 236 455 2335 357 2287 260 230 2265 95 1502 151 104 1435 411 199 97 48 98 62 763 743 85 65 1024 169 674 642
is_linear=0
shrinkage=0.00196078


Tree=3651
num_leaves=31
num_cat=0
split_feature=4 2 16 0 0 2 9 14 16 0 0 1 3 12 10 3 3 13 4 16 14 41 52 123 0 12 4 3 43 16
split_gain=0.838922 0.282442 0.179649 0.225403 0.243025 0.234593 0.164264 0.158383 0.148935 0.147353 0.283035 0.300769 0.140981 0.13423 0.15908 0.140282 0.228288 0.140976 0.136155 0.13096 0.128965 0.122582 0.215754 0.107974 0.107218 0.28345 0.204929 0.257104 0.556209 0.186773
threshold=0.26790000000000008 0.10803500000000001 -0.44310499999999992 -0.076899999999999982 -0.11437499999999999 0.17025000000000004 -1.0000000180025095e-35 0.062655000000000016 -0.008904999999999998 -0.13027499999999997 -0.14226499999999997 0.083345000000000016 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.0025099999999999996 0.099930000000000005 0.05868000000000001 0.42642000000000008 -0.4179199999999999 -1.0000000180025095e-35 0.079395000000000007 -0.069804999999999992 0.083965000000000012 -0.07929499999999999 -0.083994999999999986 -0.39518999999999993 -0.11171999999999999 -0.15582499999999996 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 8 -5 23 9 -4 10 11 -8 13 -2 -15 17 19 -16 -18 -17 -13 22 -9 -1 -11 -26 29 28 -28 -27
right_child=12 2 3 5 -6 -7 7 21 -10 24 -12 20 -14 14 15 16 18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0022441465008471695 0.0091017582900928002 0.014951991921671751 0.0087302178303764588 0.0080837295696310676 -0.0058473181584849957 -0.001110173964632615 0.01879711617715657 0.008847589238679834 0.00019648844041885474 0.0096217508456285517 -0.0052500922442413871 0.012368936091661453 -0.0046978188189677897 -0.004620094345106433 0.0076877696802535953 0.0010099358546237151 0.0013239822145551443 0.0010857525954229964 0.0096773872908670466 -0.0095496791374424239 0.0035749770617572434 0.0073460389071932216 0.020482322727204176 0.0073966430912080876 -0.0017698744212144187 0.017528762827377496 0.012961058812215926 0.0082660913234703683 -0.0092207219380025691 0.0095699789831858312
leaf_weight=21 44 22 43 265 30 31 20 28 39 1356 20 21 20 24 115 24 50 45 32 23 81 26 37 26 28 41 20 458 26 105
leaf_count=21 44 22 43 265 30 31 20 28 39 1356 20 21 20 24 115 24 50 45 32 23 81 26 37 26 28 41 20 458 26 105
internal_value=0 0.00850321 0.00614967 0.00567504 0.00185395 0.00712085 0.00894055 0.00906187 0.00467149 0.00889094 0.00577649 0.00758412 0.00347231 0.00393002 0.00320301 0.00385268 0.001399 0.00583095 0.00458385 -0.00415754 0.0053855 0.0131492 0.0154704 0.00308906 0.00910837 0.0080816 0.00850597 0.0075503 0.000423531 0.011805
internal_weight=0 2744 430 408 112 296 2314 2267 82 2176 142 122 377 357 313 289 129 160 82 47 102 91 65 47 2034 678 650 504 46 146
internal_count=3121 2744 430 408 112 296 2314 2267 82 2176 142 122 377 357 313 289 129 160 82 47 102 91 65 47 2034 678 650 504 46 146
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=31
num_cat=0
split_feature=1 2 43 10 2 10 457 151 13 130 97 4 1429 3 48 1209 1209 48 43 484 12 1 12 13 13 132 483 159 43 16
split_gain=0.680187 0.209756 0.149885 0.146301 0.150515 0.170324 0.134791 0.145647 0.130382 0.138481 0.128646 0.190905 0.151937 0.353003 0.252982 0.155471 0.165309 0.139917 0.139795 0.13869 0.126398 0.194371 0.125142 0.200574 0.131245 0.13369 0.114078 0.16237 0.229799 0.165059
threshold=0.11910500000000002 0.10005000000000001 -0.50216499999999986 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.10613500000000002 -0.16239999999999996 0.18141000000000002 0.092225000000000015 -0.0047149999999999996 -0.55119499999999988 0.084770000000000012 -0.094874999999999987 -0.089814999999999992 0.083050000000000013 0.087355000000000002 -0.077484999999999984 -0.081944999999999976 0.087020000000000014 -0.42850999999999995 0.15799000000000005 -0.086254999999999984 -0.0075049999999999987 -0.16152999999999998 0.10240500000000001 -0.22274999999999998 0.11389500000000001 -0.078139999999999973 -0.54656499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -2 7 -3 -1 -10 -4 -12 14 -14 -13 17 -17 -16 -15 -20 -6 -22 23 -9 -24 -26 -19 29 -29 -28
right_child=3 6 10 -5 20 -7 -8 22 9 -11 11 12 13 18 15 16 -18 26 19 -21 21 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=0.006461450976785273 0.0012168718389037885 0.014015283676174781 0.0022945291673143703 -0.0023261594950504927 0.0097575634629174599 0.010109850728223402 -0.0017703001697858174 0.0054250430202116076 0.022234070152044299 0.010466257687658072 0.017814681157469751 0.017822239544518569 -0.007258421510812782 0.011760536996084021 0.0016239418575827989 0.017384976097805937 0.0094002701386362939 0.012891616985822718 0.0082918976914257772 -0.0018336355400000077 0.0025176007745110179 -0.0079210606776177889 0.00151032650263663 -0.0063587928289052797 0.0074488435197079886 0.001052843587739127 0.016985939592123033 -0.0061274271341972058 0.0081303362662975606 0.0078418747242371845
leaf_weight=20 33 24 39 46 20 62 21 52 20 20 20 27 21 38 36 33 121 45 31 24 165 20 47 20 493 35 20 20 26 1522
leaf_count=20 33 24 39 46 20 62 21 52 20 20 20 27 21 38 36 33 121 45 31 24 165 20 47 20 493 35 20 20 26 1522
internal_value=0 0.00762723 0.00812835 0.00292514 0.00373034 0.00702071 0.00611883 0.00636573 0.0130539 0.0163502 0.00798226 0.00809406 0.00799508 0.00445189 0.00821341 0.0080711 0.0111113 0.00779058 0.00709615 0.00387348 0.00220553 0.0013891 0.00608198 0.00215176 0.00657411 0.00702487 0.00792652 0.00778583 0.00193131 0.00796047
internal_weight=0 2775 2083 346 300 95 692 671 60 40 2023 1984 1964 114 1850 1823 154 1669 93 55 205 185 647 72 575 528 1633 1588 46 1542
internal_count=3121 2775 2083 346 300 95 692 671 60 40 2023 1984 1964 114 1850 1823 154 1669 93 55 205 185 647 72 575 528 1633 1588 46 1542
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 48 121 40 149 52 10 124 159 12 13 43 1416 479 479 481 159 1453 1456 42 159 16 16 43 4 12
split_gain=0.570188 0.205584 0.169416 0.157621 0.147124 0.135962 0.139091 0.138855 0.131344 0.130849 0.196512 0.127384 0.119863 0.107625 0.118917 0.106684 0.103372 0.101717 0.183332 0.112331 0.108649 0.143036 0.138714 0.147676 0.137829 0.136678 0.272006 0.191208 0.177499 0.141783
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 0.14871000000000004 -1.0000000180025095e-35 0.051255000000000002 0.091325000000000003 0.039215000000000007 -0.074314999999999978 -0.076779999999999987 0.10600500000000002 0.11734000000000001 0.40528500000000006 -0.053764999999999993 1.0000000180025095e-35 0.10713500000000002 0.097110000000000016 0.084540000000000018 0.091530000000000014 -0.057274999999999993 0.11027500000000001 -0.088934999999999986 0.087410000000000015 0.19444000000000003 0.40020000000000006 -0.079914999999999986 -0.42529999999999996 0.091325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 11 9 10 -2 -8 -11 14 16 -15 17 18 19 20 24 -22 23 -23 25 28 27 29 -13 -27
right_child=8 -3 4 -5 -6 -7 7 -9 -10 12 -12 13 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0050775040491399448 -0.0068016285243045014 0.0016606157242116352 0.01542725116480142 0.0064233503179051549 0.013324250427908019 -0.0011567096051294356 0.0034996582137581003 -7.8026702006657925e-05 0.010634722923859955 0.0077009993564823402 0.0020754107912995222 0.014779295620974154 0.00029636649705935272 0.00012316166355115613 0.014895838472459996 0.0069164931712636978 0.012893347038577 0.012319120903236745 -0.0021317060892691929 0.014208128611030785 0.0019777908885811012 0.0035423840143873047 0.0025115844560787085 0.012548007273300464 0.00023264492871627831 0.0089529578315301079 0.0070051321990018123 -0.0057283963847580849 0.0072597500206183765 -0.0020027640038668844
leaf_weight=22 28 73 20 26 38 20 93 27 20 69 228 32 32 41 21 53 33 39 21 23 23 21 20 137 30 27 199 33 1651 21
leaf_count=22 28 73 20 26 38 20 93 27 20 69 228 32 32 41 21 53 33 39 21 23 23 21 20 137 30 27 199 33 1651 21
internal_value=0 0.00689636 0.00703946 0.00115213 0.00714719 0.00705639 0.00712043 0.00705515 0.00274879 0.002307 0.00110448 0.00713164 0.00535498 0.00727092 0.00740471 0.00395344 0.0073366 0.00725607 0.00716784 0.00725593 0.00718305 0.00939894 0.0103579 0.0113511 0.00695957 0.00706237 0.00501663 0.000131293 0.00740272 0.00415983
internal_weight=0 2744 2671 48 2623 2585 2565 2545 377 357 256 2518 101 2425 2331 94 2310 2277 2238 2217 2194 201 178 158 1993 1963 280 81 1683 48
internal_count=3121 2744 2671 48 2623 2585 2565 2545 377 357 256 2518 101 2425 2331 94 2310 2277 2238 2217 2194 201 178 158 1993 1963 280 81 1683 48
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 10 2 10 16 0 15 38 475 16 9 12 3 4 4 4 1 40 47 1455 1453 0 12 0 12 43
split_gain=0.471675 0.156708 0.174756 0.156205 0.143938 0.11922 0.122122 0.120513 0.116008 0.145181 0.188855 0.126782 0.122063 0.179723 0.10976 0.109437 0.148957 0.112014 0.14183 0.108324 0.106006 0.0979881 0.0973401 0.0960518 0.154096 0.10329 0.0982448 0.179361 0.189076 0.174406
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.081185000000000021 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.15273500000000004 0.041630000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.07409499999999998 -0.0087049999999999992 0.081890000000000004 -0.42850999999999995 0.32202000000000003 -0.04890499999999999 0.063160000000000008 0.50996500000000011 0.10538500000000002 -0.085444999999999979 0.11518500000000002 -0.23681499999999997 -0.13306499999999996 -0.082184999999999994 0.08598500000000002 -0.14920999999999998 0.085885000000000017 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 -2 9 10 11 12 -4 21 23 -8 17 -17 -19 -7 -15 -14 -9 25 -25 -3 27 -26 29 -29
right_child=5 14 3 -5 -6 19 15 22 -10 -11 -12 -13 13 20 -16 16 -18 18 -20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.003824494813591667 0.0010830311654982242 0.016426812419667841 -0.0025062131788150446 -0.0026495791599154476 0.012694896005380613 -0.0079990394390188155 0.0086548054404556752 0.011930779437534511 0.008312309060258689 -0.0011500627333081738 0.01419962172706922 0.011775810834528371 -0.0031763734318138587 0.014686484338987308 0.012580190056857343 0.0085000669215029735 -0.005006290773994157 -0.0058705749921500686 0.0026734758446942653 0.0017899685037823824 0.005769950416870416 0.0039731023631280884 0.0039009956123593915 -0.0023398579587228597 0.015214209547266364 0.0064973308773584332 0.0061052480546143102 0.0076647490027581871 0.016068994335870706 0.0023066559997833753
leaf_weight=23 33 20 27 25 26 20 20 36 90 43 21 22 21 24 30 24 35 24 102 26 30 220 26 20 30 22 1623 362 23 73
leaf_count=23 33 20 27 25 26 20 20 36 90 43 21 22 21 24 30 24 35 24 102 26 30 220 26 20 30 22 1623 362 23 73
internal_value=0 0.00618991 0.00471515 0.00507291 0.00544135 0.00227431 0.00300117 0.00596499 0.00506265 0.00434581 0.00499327 0.00443126 0.00392946 0.00451848 0.00657283 0.0016277 0.000868012 0.00223868 0.00104604 -0.00246612 0.00973285 0.00335012 0.00856345 0.00648989 0.00639655 0.0112257 0.00647933 0.00772344 0.00723278 0.00676557
internal_weight=0 2775 572 549 524 346 300 95 498 408 365 344 322 295 2203 205 185 150 126 46 54 241 62 2173 2131 42 2111 488 458 435
internal_count=3121 2775 572 549 524 346 300 95 498 408 365 344 322 295 2203 205 185 150 126 46 54 241 62 2173 2131 42 2111 488 458 435
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 2 2 4 14 47 47 47 14 0 16 2 1 0 3 0 13 4 3 49 3 47 39
split_gain=107.273 11.6177 10.873 9.64351 6.69244 4.26453 4.10091 3.03866 2.4111 2.05359 1.69406 1.58323 1.4311 1.37176 1.06991 1.06106 1.02853 1.00399 0.967992 0.911338 0.859291 0.80137 0.706728 0.684264 0.652346 0.767078 0.63705 0.575046 0.524609 0.482302
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.09141500000000001 -0.17966999999999997 0.14285500000000004 0.13501500000000002 0.033845000000000007 0.076175000000000007 0.077555000000000013 0.090100000000000013 0.091680000000000011 0.062655000000000016 -0.11173999999999999 -0.43320999999999993 0.11411 0.15471500000000002 -0.062294999999999996 -0.047929999999999993 -0.09595999999999999 -1.0000000180025095e-35 -0.42529999999999996 0.090900000000000009 -0.085174999999999987 -0.116045 0.07813500000000001 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 29 11 -6 13 10 22 16 15 23 26 21 17 -4 -2 -7 -15 -1 -8 -5 -23 -26 -9 -12 -10 -3
right_child=1 5 6 8 7 19 9 14 28 -11 27 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00068435335686616429 0.0011021105174307902 0.00033764477459305979 0.0012764597723797923 0.00017010646891135836 0.0012554718158012178 -0.00013350188095306606 0.0014960334935178452 0.00078917083814809743 -0.00031707093726211598 0.00071751328671152228 0.00069216432926409385 0.001708792524772735 0.0015220204070836556 0.00085966274434444954 0.00088237259221239075 0.0015204115504143284 0.0013507008553300857 0.00072574477823104196 0.00062615562614975681 -0.00049449176174074579 0.00034459311460309169 0.0013577750319157846 0.0012209030522183043 0.00053278901477289546 0.001119155390065729 0.00076906230761760884 0.00041592923160182257 0.0010510721617744876 0.00011714243238755301 7.4145875923204387e-05
leaf_weight=21 92 96 35 70 28 116 38 21 23 36 20 46 35 33 31 20 1145 20 20 35 20 29 648 28 97 32 108 121 20 37
leaf_count=21 92 96 35 70 28 116 38 21 23 36 20 46 35 33 31 20 1145 20 20 35 20 29 648 28 97 32 108 121 20 37
internal_value=0 0.000293928 0.00122236 0.000558999 0.000935056 8.32347e-06 0.00127985 0.000659573 0.000294518 0.00117595 0.00119591 0.0013518 0.00115638 0.000411167 0.000555291 0.00109208 0.00133812 0.0010762 0.00101712 -0.000217175 0.000665297 0.00104422 0.00123614 0.00027373 0.00109205 0.00103231 0.000476689 0.00100016 -0.000115111 0.000264341
internal_weight=0 590 2531 306 422 284 2109 188 194 863 827 1246 234 151 160 199 1200 55 112 151 53 179 686 98 158 129 129 141 43 133
internal_count=3121 590 2531 306 422 284 2109 188 194 863 827 1246 234 151 160 199 1200 55 112 151 53 179 686 98 158 129 129 141 43 133
is_linear=0
shrinkage=0.00196078


Tree=3656
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 1 16 0 15 12 149 38 43 1 43 475 157 475 12 475 475 475 150 157 43 1444 16 2 159 1446
split_gain=0.600937 0.197572 0.153259 0.136133 0.131298 0.120782 0.115007 0.122749 0.163619 0.113398 0.122816 0.111431 0.109824 0.502288 0.20253 0.109939 0.325188 0.173259 0.241801 0.131792 0.154791 0.142235 0.151367 0.115769 0.109701 0.116903 0.122187 0.195817 0.1291 0.292159
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.081185000000000021 0.16773500000000005 0.15273500000000004 0.041630000000000007 0.013270000000000002 0.099815000000000015 0.079625000000000015 1.0000000180025095e-35 -0.15879999999999997 0.077565000000000009 -0.50216499999999986 -0.088274999999999978 -0.0062799999999999991 -0.085684999999999997 0.083875000000000019 -0.084894999999999984 -0.084169999999999981 -0.08323499999999999 -0.091259999999999994 0.25201500000000004 -0.14792499999999997 -0.080829999999999985 -0.083539999999999989 0.084855000000000014 -0.085489999999999997 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -2 7 8 11 10 12 -4 13 14 -3 16 -14 18 -17 -19 -21 -22 -23 -18 -24 -26 27 -27 29 -28
right_child=5 9 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 15 -15 -16 17 23 19 -20 20 21 22 24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0031422971322646607 0.0025896827478196771 0.014177350614797966 0.0040749798679324987 -0.002019364610314369 0.012461603465131843 -0.0049105267172031434 0.0084077894719990186 -0.00059503285616343887 0.013847362678498031 0.0053438656330045721 0.013046298714309363 0.011430269808889452 -0.0055073619356755029 -0.0097047656508428715 0.001611750892808904 0.0067364569287747152 0.013677973190153188 -0.00020849421903814961 0.020812355014293092 0.015559864594884541 -0.00068786921910941607 0.016052971931640059 0.013864733234047891 0.0043682051589712502 0.012385180778801443 0.010353909002745545 0.0067688328734977115 0.0064548267618997571 0.005862829275848927 0.018313059516783272
leaf_weight=23 323 29 323 25 26 23 90 43 20 370 36 22 26 21 23 26 22 23 23 23 22 20 25 34 42 240 101 278 791 28
leaf_count=23 323 29 323 25 26 23 90 43 20 370 36 22 26 21 23 26 22 23 23 23 22 20 25 34 42 240 101 278 791 28
internal_value=0 0.0065108 0.00485488 0.00518992 0.00553387 0.00209111 0.00517218 0.00445844 0.00505379 0.00694076 0.0072631 0.00454401 0.00714724 0.00334813 0.00861949 0.00730811 0.00373467 0.00748656 0.0133435 0.0073064 0.00741649 0.00729542 0.00741059 0.00802561 0.00729574 0.00718478 0.00703289 0.00826135 0.00634121 0.00927456
internal_weight=0 2775 572 549 524 346 498 408 365 2203 1833 345 1797 73 52 1724 82 1642 49 1593 1570 1547 1525 56 1505 1480 1438 518 920 129
internal_count=3121 2775 572 549 524 346 498 408 365 2203 1833 345 1797 73 52 1724 82 1642 49 1593 1570 1547 1525 56 1505 1480 1438 518 920 129
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 42 14 4 2 34 4 1 1 1 13 10 12 1447 39 2 42 43 131 52 159 0
split_gain=38.5409 5.97586 4.16735 3.42433 2.65038 2.30625 1.70801 1.51458 1.23805 0.883409 0.881261 0.706147 0.659366 0.626453 0.527562 0.718019 0.516122 0.481065 0.467541 0.417268 0.416271 0.413394 0.401184 0.537553 0.355123 0.394101 0.335882 0.333876 0.318942 0.31417
threshold=0.10538500000000002 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089775000000000008 -0.076394999999999977 0.062655000000000016 -0.17966999999999997 0.17025000000000004 -0.028109999999999996 -0.013514999999999998 0.093100000000000002 0.091195000000000012 0.11669000000000002 -0.016469999999999995 -0.38124499999999995 0.095780000000000018 -0.082954999999999987 0.084780000000000008 -0.0091949999999999983 -0.079539999999999986 0.064745000000000011 0.09031500000000002 0.31359500000000001 0.094385000000000011 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 11 6 8 -6 10 -5 16 -3 13 -4 21 20 27 -13 -15 -14 -16 -10 -11 -24 -23 28 -2 -1 -26 -7
right_child=1 2 12 9 7 29 -8 -9 14 22 -12 17 19 18 15 -17 -18 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011905853455644445 0.0012110538305120265 0.0008764887710704522 5.7519272001752369e-05 0.0011111220830127971 0.0010105788611209526 0.00087346719949773501 0.00063553994281293305 0.00054299752988846474 0.0013629797756801764 0.00044711225329794821 0.0014121766016753894 0.00056863640371481448 0.00021586576404277941 0.00030653706521215827 0.0010981554933622772 0.00068701669779637703 0.0010805287998694256 0.00040526903858202531 0.00059106401584058522 -0.00015228137305444653 0.00096136121975530498 0.0012503673948308148 0.00051585089999671072 0.00091400493630299385 0.0011023345928575586 0.00095715062350297249 0.00092975336663863239 0.00099322344536324813 0.0013284562647252779 0.00055509527322034134
leaf_weight=1072 47 20 25 21 84 22 26 39 27 24 59 154 29 64 250 22 220 126 34 20 130 63 22 32 309 69 25 34 26 26
leaf_count=1072 47 20 25 21 84 22 26 39 27 24 59 154 29 64 250 22 220 126 34 20 130 63 22 32 309 69 25 34 26 26
internal_value=0 0.000579849 0.000515288 0.00111139 0.000619927 0.00112641 0.00113526 0.000862321 0.00114096 0.000754153 0.0011777 0.000520546 0.000257948 0.000334573 0.00108416 0.00103142 0.00116727 0.000495121 0.00040525 6.56016e-05 0.00105136 0.00112708 0.000658046 0.000751794 0.00111344 0.00109209 0.00111338 0.00118452 0.00111988 0.000701016
internal_weight=0 667 595 2454 423 2355 2307 123 2281 99 1385 300 172 123 896 402 1326 280 98 49 380 494 78 54 467 404 72 1106 335 48
internal_count=3121 667 595 2454 423 2355 2307 123 2281 99 1385 300 172 123 896 402 1326 280 98 49 380 494 78 54 467 404 72 1106 335 48
is_linear=0
shrinkage=0.00196078


Tree=3658
num_leaves=31
num_cat=0
split_feature=4 2 52 4 1 403 457 151 0 1209 3 15 42 48 4 42 42 42 15 48 160 1446 1 150 49 158 484 52 475 1447
split_gain=0.646308 0.224222 0.133058 0.135701 0.128271 0.156345 0.15867 0.180289 0.185326 0.133892 0.126541 0.122953 0.143901 0.12887 0.114658 0.113437 0.152262 0.151952 0.107407 0.144866 0.137457 0.13212 0.215136 0.105482 0.203795 0.103912 0.109781 0.185487 0.181305 0.156727
threshold=0.26450500000000005 0.14285500000000004 0.039215000000000007 0.50996500000000011 0.090540000000000023 -0.52336499999999997 0.29113500000000009 -0.083919999999999981 -0.16360999999999995 -0.090519999999999975 0.42240500000000009 -0.03241999999999999 0.14351000000000003 0.094925000000000023 -0.00027999999999999998 0.091545000000000015 0.09858500000000002 0.075730000000000006 -0.11033999999999998 0.089350000000000013 -0.23686999999999997 0.111445 0.089875000000000024 0.12068000000000002 -0.0087049999999999992 0.12023500000000002 -0.084724999999999981 -0.081934999999999994 -0.087794999999999998 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 9 -6 7 14 -9 -1 15 13 -13 -3 -7 17 -17 23 -11 21 -21 22 25 24 -2 26 27 -20 -28 -29
right_child=2 11 3 -5 5 6 -8 8 -10 18 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.013068023785017431 -0.0062985069070268301 0.011583955455571414 0.0089231432389674913 0.00192764510988797 -0.0025281170520677488 0.0042425978805921555 -0.0023195637305351824 0.014258267470833029 0.0065374746049573955 0.0099290625020169998 -0.0058676705252804356 -0.0068694603759795435 0.0040907506992959464 0.00036782948521985894 -0.0038676297008667301 -0.007505042635379002 0.001729405342535884 0.010902336644737618 0.0060419969231588766 -0.0030488855205476287 0.0053469814088132886 0.013434891512288766 -0.0018868480065765863 0.008569710758853365 0.0032335187576598293 0.0021190450526773932 0.00012635946008635477 0.005276012460235506 0.0073176471123194906 0.015380956571210514
leaf_weight=40 29 20 54 57 22 72 22 33 537 136 23 25 23 21 23 26 57 23 68 24 104 34 26 22 99 38 36 20 1341 66
leaf_count=40 29 20 54 57 22 72 22 33 537 136 23 25 23 21 23 26 57 23 68 24 104 34 26 22 99 38 36 20 1341 66
internal_value=0 0.00675432 0.00240247 0.00533086 0.00692062 0.00577011 0.00603585 0.00631227 0.00698447 0.00734261 0.00123741 0.00181746 -0.00161769 0.00583911 0.00227907 0.00187576 -0.00116331 0.00333381 0.00722163 0.00701206 0.00377276 0.0072666 0.00713511 0.0021733 0.00107392 0.00728461 0.00741282 0.00994493 0.00712964 0.013031
internal_weight=0 2731 390 111 2642 709 687 665 570 1933 279 89 48 41 95 256 83 173 1893 1757 128 1629 1595 150 128 1569 1531 154 1377 86
internal_count=3121 2731 390 111 2642 709 687 665 570 1933 279 89 48 41 95 256 83 173 1893 1757 128 1629 1595 150 128 1569 1531 154 1377 86
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=31
num_cat=0
split_feature=4 2 3 3 3 47 52 149 0 9 49 43 42 0 3 1428 472 15 48 160 455 15 151 11 43 43 4 484 3 42
split_gain=0.523509 0.20434 0.170585 0.122142 0.339927 0.125983 0.12151 0.12113 0.120131 0.212898 0.207753 0.145418 0.127006 0.117466 0.193774 0.111583 0.200734 0.112082 0.169253 0.158699 0.145692 0.143463 0.206152 0.147858 0.135516 0.129394 0.10402 0.0999107 0.101498 0.0950897
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.12745000000000004 0.10893000000000001 0.11043500000000002 0.008405000000000001 0.091325000000000003 -0.10836499999999999 -0.08477999999999998 -1.0000000180025095e-35 0.10366000000000002 0.09112000000000002 -0.13027499999999997 0.11924500000000002 0.094820000000000015 -1.0000000180025095e-35 -0.12255999999999999 0.093265000000000015 -0.23686999999999997 0.092320000000000013 -0.094329999999999983 -0.0064299999999999991 0.096970000000000015 -0.53814999999999991 -0.10603999999999998 0.061775000000000004 -0.079429999999999987 -0.079594999999999985 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 15 -7 8 10 -10 -2 -11 13 14 -12 17 -17 25 20 -20 21 22 -19 24 -23 -1 -27 -21 -29 -26
right_child=7 -3 -4 -5 -6 6 -8 -9 9 11 12 -13 -14 -15 -16 16 -18 18 19 27 -22 23 -24 -25 29 26 -28 28 -30 -31
leaf_value=0.016348349630078748 -0.0021869021711043188 -0.0017424371351036387 0.0010321104427381967 0.011583476138929296 -0.0049520654534852063 0.0049260126425360803 -0.0028323683318578537 0.0090444338372132442 -0.0097596292989328513 0.002195887467120895 0.010471501405118034 -0.0066748056028570453 -0.0011742654420562428 0.012725779255535081 0.00035864514065906409 0.0052982358242540314 0.018863112147664653 -0.0039513150410306072 -0.0055031572747975587 0.010574452644214034 0.014917615025769921 0.014284389287881231 0.0053001003852976422 -0.0014111408143830688 0.0067149099108614859 0.0065185345222339005 0.014253654231184297 0.0079888698009129341 0.0005451876285200518 0.0033320744161965087
leaf_weight=21 45 33 63 43 27 80 27 24 20 154 36 21 22 28 40 24 20 31 20 20 20 23 108 23 1851 101 21 26 62 87
leaf_count=21 45 33 63 43 27 80 27 24 20 154 36 21 22 28 40 24 20 31 20 20 20 23 108 23 1851 101 21 26 62 87
internal_value=0 0.00607888 0.00617455 0.0062975 0.00620981 0.0063273 0.00296829 0.00216222 0.00171093 1.43752e-05 0.0036456 0.0011314 0.00572863 0.00718886 0.00514895 0.00647352 0.0114641 0.00638256 0.00621157 0.0026792 0.00642256 0.00634253 0.00323684 0.00656012 0.00665361 0.009098 0.00784999 0.00419446 0.00274446 0.00656305
internal_weight=0 2731 2698 2635 2592 2565 107 390 366 195 171 175 126 104 76 2458 44 2414 2271 128 2143 2123 139 1984 1961 143 122 108 88 1938
internal_count=3121 2731 2698 2635 2592 2565 107 390 366 195 171 175 126 104 76 2458 44 2414 2271 128 2143 2123 139 1984 1961 143 122 108 88 1938
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=31
num_cat=0
split_feature=1 12 160 10 34 97 2 2 12 2 151 3 0 16 13 484 0 1 2 49 3 157 51 4 160 43 133 1444 156 13
split_gain=0.426393 0.136071 0.11482 0.105492 0.100454 0.1763 0.127293 0.128719 0.102559 0.152997 0.0954019 0.10421 0.116307 0.124486 0.104402 0.117857 0.133233 0.111765 0.218132 0.134287 0.111012 0.0917087 0.113569 0.115761 0.112396 0.161711 0.10236 0.101732 0.098449 0.0977601
threshold=0.11910500000000002 0.051320000000000005 0.11205000000000002 -0.089679999999999982 -0.038779999999999995 -0.079444999999999988 0.116525 -0.15339499999999998 -0.42850999999999995 0.31358000000000003 0.10365500000000001 0.11924500000000002 0.051010000000000007 0.15273500000000004 -0.085964999999999986 0.085515000000000022 -0.062294999999999996 0.09697500000000002 0.10699500000000002 0.097940000000000013 -0.015584999999999998 -0.48214999999999997 0.16385000000000002 0.033845000000000007 0.066685000000000008 -0.067199999999999996 0.089405000000000012 -0.083144999999999983 0.082410000000000011 -0.070999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -6 -8 -10 11 12 14 -14 -5 17 -17 19 20 -16 -19 -3 23 27 28 26 -26 -23 29 -25
right_child=4 21 -4 10 6 -7 8 -9 9 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0027840329881291836 0.0037510875037350209 0.010953389977187138 -0.0031883248527135167 0.0016612712753197667 -0.00086629505688324583 -0.0090586286143992441 0.007747752927243709 0.0074475543203521262 0.001293216648628004 -0.0074225461070296737 -0.0019913787643114729 0.0011125978899826805 -0.0012650605464512681 0.0077132826428050584 0.010457226108827974 -0.0014771053793303894 0.0088665098696947102 0.0079359866978068443 0.010753876671449027 0.0022039620347483004 -0.00070288620943970538 -0.00080472969317010477 -0.00029001833210068366 0.0056131384996775573 0.0084701532275294478 0.013287962607814577 -0.00096427955583709745 0.0061959869154191508 -0.0032122043285356915 0.0014052403498230755
leaf_weight=20 21 34 21 46 25 22 20 73 162 23 21 64 47 23 138 33 20 21 44 23 51 21 31 119 23 29 23 1797 23 103
leaf_count=20 21 34 21 46 25 22 20 73 162 23 21 64 47 23 138 33 20 21 44 23 51 21 31 119 23 29 23 1797 23 103
internal_value=0 0.00544324 0.00406901 0.0043456 0.00172033 -0.00280272 0.00236222 0.00532667 0.000945061 0.000209635 0.00461414 0.00488613 0.00542762 0.00168497 0.00612439 0.00674652 0.00242615 0.00757317 0.00520672 0.00927819 0.00181679 0.00580006 0.00571927 0.00580641 0.00405253 0.00743981 0.00375294 0.00611512 0.0030156 0.00366083
internal_weight=0 2775 572 551 346 43 303 98 205 185 531 510 446 70 376 330 53 277 116 161 72 2203 2169 2138 320 75 46 1818 245 222
internal_count=3121 2775 572 551 346 43 303 98 205 185 531 510 446 70 376 330 53 277 116 161 72 2203 2169 2138 320 75 46 1818 245 222
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 12 3 2 11 11 34 4 47 0 0 2 13 11 4 1 43 156 4 3 16 31
split_gain=45.0984 5.13728 4.64987 3.05172 2.63927 2.01048 1.71846 1.69595 1.65167 0.99215 0.964379 0.890482 0.861121 0.972557 0.836682 0.828057 0.737641 0.682084 0.606889 0.773476 0.595378 0.570747 0.652048 0.538396 0.508066 0.497671 0.496727 0.463717 0.453778 0.394941
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 -0.16363499999999997 0.090455000000000021 0.40124500000000002 0.13597000000000004 -0.11171999999999999 0.13754500000000003 1.0000000180025095e-35 0.080150000000000013 -1.0000000180025095e-35 0.033845000000000007 0.077555000000000013 -0.11242999999999999 -0.067094999999999988 0.10402500000000002 -0.016469999999999995 0.080455000000000013 -0.15464999999999998 0.14089500000000002 -0.04890499999999999 0.092385000000000009 -0.0070899999999999991 0.092670000000000016 -0.073404999999999984 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 11 -6 12 26 15 -1 14 17 -14 29 21 25 -4 19 24 -16 22 -9 -7 -8 27 -5 -12 -24 -3
right_child=1 5 7 8 6 23 18 9 -10 -11 16 -13 13 -15 20 -17 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087974986109213942 0.00070121500220468775 0.00050591946879996127 0.0010842195090074026 0.0013775917534690227 0.0013456736403239973 0.0010476826547429279 0.00088690148034085915 0.0010014764428917878 0.00069695280309441609 0.00095439013852253215 0.0012506601629014187 0.00029574784879697906 0.0018014324820098515 0.0013764440500856217 0.00051801840454792302 0.001145283540005395 0.0015541308175991563 0.0013664226807064651 0.00057882369247771255 0.00073446802587972745 0.0008547447688226819 0.0014737784097182112 0.0013565391502527355 0.00062322641193282373 0.0012251546612312189 0.0015216981604987499 0.0010878412175542129 0.00099439357834573338 0.0012520219019165526 0.00013844529595559516
leaf_weight=26 181 22 34 46 31 27 38 30 29 39 121 112 37 47 52 159 32 1045 28 60 33 67 281 20 31 20 45 35 370 23
leaf_count=26 181 22 34 46 31 27 38 30 29 39 121 112 37 47 52 159 32 1045 28 60 33 67 281 20 31 20 45 35 370 23
internal_value=0 0.00068269 0.00128467 0.000861972 0.00109679 0.000495964 0.000923793 0.00132227 0.00110445 0.00126062 0.00123578 0.000423892 0.00137242 0.00156364 0.000534292 0.00127379 0.00128029 0.00135753 0.000840492 0.000897288 0.000648747 0.0013011 0.00128411 0.000867063 0.00103887 0.0012305 0.00123431 0.00119316 0.00129714 0.000318099
internal_weight=0 590 2531 301 422 289 188 2109 120 946 234 242 1163 84 130 907 208 1079 157 129 85 748 681 47 69 176 91 156 651 45
internal_count=3121 590 2531 301 422 289 188 2109 120 946 234 242 1163 84 130 907 208 1079 157 129 85 748 681 47 69 176 91 156 651 45
is_linear=0
shrinkage=0.00196078


Tree=3662
num_leaves=31
num_cat=0
split_feature=4 3 2 3 12 121 12 45 3 0 124 4 148 13 0 39 12 4 1446 1447 402 42 12 3 1455 0 160 480 130 42
split_gain=0.476586 0.176366 0.1414 0.127507 0.137368 0.1068 0.131528 0.118231 0.0998552 0.138566 0.137163 0.123017 0.152364 0.0971751 0.271561 0.122798 0.094925 0.096894 0.149254 0.181265 0.179918 0.2114 0.340299 0.145475 0.139786 0.131847 0.140322 0.138803 0.119076 0.143192
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.63141500000000017 -0.10022999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084355000000000013 -0.0096849999999999974 -0.14051499999999997 -1.0000000180025095e-35 0.42642000000000008 -0.063899999999999985 -0.0093149999999999986 -0.019414999999999998 0.08845500000000002 0.11734000000000001 -0.082249999999999976 0.088360000000000008 -0.085684999999999997 0.10718500000000002 0.088200000000000014 0.08598500000000002 0.11296500000000002 0.10752500000000002 -0.038659999999999993 -0.54913999999999985 -0.092774999999999982 0.087820000000000023 -0.013389999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 13 16 -6 11 -11 12 -10 -7 15 -15 17 18 19 -8 21 28 -23 24 25 26 -19 -28 29 -21
right_child=3 -3 -4 -5 8 6 7 -9 9 10 -12 -13 -14 14 -16 -17 -18 23 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.013430744837969542 0.0078257556893566449 0.0011010822492835361 -0.0017239258310798068 -0.0056112716440111406 0.0035609446609713618 0.0057048737850044183 0.015433530627492946 0.012546811214803409 0.0068094072159146897 0.00065759757650084804 -0.0082044909047263286 0.0083521230870650873 -0.0043857628366939967 0.00075922721020027029 -0.0086497867923407325 0.0086846502641599408 0.0031151821450584203 0.011945602097190344 0.00049227582911650345 0.0096568488562242052 4.3157711843377911e-05 0.023625914019066843 0.0078365771720806769 -0.0014759772170621615 0.012057364241369023 -0.0021482397336512805 -0.0022030066654440904 0.0059842723198593999 0.0027364034288828928 0.0060591827807159673
leaf_weight=20 44 73 23 20 164 117 29 30 20 40 31 27 31 46 21 34 94 39 30 196 32 21 39 26 38 20 21 1485 56 254
leaf_count=20 44 73 23 20 164 117 29 30 20 40 31 27 31 46 21 34 94 39 30 196 32 21 39 26 38 20 21 1485 56 254
internal_value=0 0.00595051 0.00608305 0.00215863 0.00259392 0.00615086 0.00609546 0.00630823 0.00185846 -1.54261e-05 -0.00321176 0.00289406 4.49993e-06 0.00374324 0.00147086 0.00412753 0.00622959 0.00635766 0.00738281 0.0077125 0.00733807 0.0077505 0.0133628 0.0059442 0.00606455 0.00591904 0.00602347 0.00587011 0.00708501 0.00762617
internal_weight=0 2744 2671 377 357 2648 2628 2410 313 149 71 78 51 218 101 80 2380 2286 657 627 598 566 60 1629 1603 1565 1545 1506 506 450
internal_count=3121 2744 2671 377 357 2648 2628 2410 313 149 71 78 51 218 101 80 2380 2286 657 627 598 566 60 1629 1603 1565 1545 1506 506 450
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=31
num_cat=0
split_feature=4 3 9 123 3 3 40 13 3 12 16 13 149 3 16 12 1455 1455 159 1455 13 49 4 132 11 3 41 43 481 50
split_gain=0.387694 0.143461 0.119934 0.144226 0.110995 0.273225 0.121183 0.105488 0.104601 0.0983009 0.0986202 0.224221 0.191416 0.132533 0.0977313 0.131417 0.0909469 0.101949 0.243457 0.111734 0.0969573 0.159197 0.221844 0.203041 0.139394 0.290881 0.163784 0.141436 0.147195 0.16234
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.12745000000000004 0.10893000000000001 0.051255000000000002 0.26746000000000009 0.63141500000000017 -0.10022999999999999 -0.44310499999999992 -0.088319999999999996 0.07770500000000001 -0.14989499999999997 -0.50690499999999983 0.092255000000000018 -0.24112999999999998 -0.088874999999999982 -0.017094999999999996 -0.069819999999999979 0.038215000000000006 0.0034800000000000005 -0.50427999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10831999999999999 0.078065000000000009 -0.14035499999999998 0.0028200000000000005 0.020130000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 16 9 -2 12 -12 14 -13 15 -11 -4 18 -18 -19 24 22 -22 -23 25 -21 -26 -27 -29 -30
right_child=8 -3 4 -5 -6 -7 -8 -9 -10 10 11 13 -14 -15 -16 -17 17 19 -20 20 21 23 -24 -25 26 27 -28 28 29 -31
leaf_value=-0.0056859632111376244 0.0067004840403451062 0.00099097406806596491 0.010427132716990617 0.0054563380491275057 0.01061326171661359 -0.0045162374981575545 -0.0008307097062211612 0.0099623380968945907 -0.0050501448474824431 0.0020906928607776838 -0.0082760271882372245 0.0091177364345639954 0.012479466274380685 8.0187924119622212e-05 0.0056993856213389425 -0.0066425143918466007 -0.0068595166127620776 0.012853841075585001 0.0070908453152916428 -0.0046902202311213375 0.012915398431941866 0.0052878071154866908 0.0038166986115135818 -0.0084591122195971282 0.015277834001498184 0.011366282641062174 0.0060454463383749777 0.005477593532607801 0.015679619324704012 0.0046453698441231003
leaf_weight=21 46 73 38 26 43 27 29 56 20 96 28 20 20 86 53 21 22 21 29 27 30 21 251 22 33 44 46 1818 30 24
leaf_count=21 46 73 38 26 43 27 29 56 20 96 28 20 20 86 53 21 22 21 29 27 30 21 251 22 33 44 46 1818 30 24
internal_value=0 0.00536441 0.00548452 0.000477863 0.00557464 0.00549028 0.0055966 0.0056708 0.00199388 0.00237463 0.00176047 -0.000316999 0.00322563 0.00178539 0.00213695 0.000523194 0.00557295 0.00549666 0.00107304 0.00559198 0.00552697 0.00392098 0.00478809 -0.0017455 0.00578431 0.00561689 0.00990201 0.00576214 0.00563042 0.0107755
internal_weight=0 2731 2658 47 2611 2568 2541 2512 390 370 324 134 190 106 170 117 2456 2418 51 2367 2346 324 281 43 2022 1943 79 1916 1872 54
internal_count=3121 2731 2658 47 2611 2568 2541 2512 390 370 324 134 190 106 170 117 2456 2418 51 2367 2346 324 281 43 2022 1943 79 1916 1872 54
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=31
num_cat=0
split_feature=1 33 10 44 15 4 3 15 13 52 16 40 402 393 1213 13 160 1212 403 128 43 4 4 129 399 13 156 1429 457 457
split_gain=0.333455 0.12594 0.240246 0.107269 0.111964 0.149012 0.120113 0.199799 0.17456 0.132022 0.102795 0.158233 0.150224 0.134123 0.111211 0.153009 0.15145 0.129548 0.206296 0.125715 0.1201 0.11369 0.15681 0.118698 0.123732 0.119927 0.274387 0.25586 0.178097 0.167499
threshold=0.11910500000000002 0.083840000000000012 -0.012544999999999999 1.0000000180025095e-35 -0.44764999999999994 0.50996500000000011 0.11296500000000002 -0.0058549999999999991 -0.16152999999999998 -1.0000000180025095e-35 -0.087484999999999993 0.051255000000000002 -0.10770499999999998 0.10483000000000002 -0.086979999999999988 -0.087404999999999997 -0.55248999999999981 -0.09386499999999999 0.092070000000000013 0.11170500000000001 -0.52440999999999993 0.065520000000000009 0.0033150000000000007 0.093420000000000017 -0.065739999999999979 -0.086254999999999984 0.086945000000000008 0.083810000000000009 -0.085584999999999981 -0.10142499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 9 -6 -8 12 14 -10 -14 15 -12 -16 -18 19 20 -19 22 23 24 -22 26 27 -26 29 -27
right_child=-2 -3 3 -5 6 -7 7 -9 10 -11 11 -13 13 -15 16 -17 17 18 -20 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.005018195058451966 0.0015216189714404686 0.010954714047186303 -0.0060715147421102631 0.010678538786728056 -0.0033272783346474169 0.0044312248112899919 0.0098685037962899652 -0.0041277824778659031 0.014247040273833342 5.5114379994427927e-05 0.00027175775394425731 -0.0035626269871895408 0.0055950661457541172 0.013911138654220851 -0.0040901916332950353 0.0090634798547623904 -0.0033347878820495684 0.012228145778533959 0.011680174155515574 -0.0011810352398095199 0.011269761676028852 0.011921041798112649 0.0014994252891084481 -0.00031224653411786573 0.0074930916959834414 0.0051427157049805956 0.01699349146336317 -0.0035603296793997293 0.0042012400629611469 0.016570041936052882
leaf_weight=25 346 33 22 31 25 35 29 39 22 26 24 23 640 20 20 113 20 21 42 37 31 21 155 43 129 29 25 25 1047 23
leaf_count=25 346 33 22 31 25 35 29 39 22 26 24 23 640 20 20 113 20 21 42 37 31 21 155 43 129 29 25 25 1047 23
internal_value=0 0.00481389 0.00473999 0.00482977 0.00476227 0.000377536 0.00485734 0.00134719 0.0049875 0.00522945 0.00507031 0.00467943 0.00611804 0.00584707 0.00478445 0.00752332 0.00455949 0.00466447 0.00476274 0.00457955 0.00471715 0.00461392 0.0045121 0.00485749 0.00502731 0.00487589 0.00727619 0.00569871 0.00448494 0.0101971
internal_weight=0 2775 2742 2717 2686 57 2629 94 2535 55 2510 1828 682 660 1805 137 1668 1648 1628 1586 1549 1528 1507 1352 1309 1278 179 154 1099 52
internal_count=3121 2775 2742 2717 2686 57 2629 94 2535 55 2510 1828 682 660 1805 137 1668 1648 1628 1586 1549 1528 1507 1352 1309 1278 179 154 1099 52
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=31
num_cat=0
split_feature=4 0 13 13 16 13 12 16 475 12 9 157 13 4 1212 403 1210 1213 50 16 1416 51 13 403 3 51 474 403 156 2
split_gain=0.275422 0.185016 0.149897 0.210661 0.188281 0.144266 0.167771 0.266727 0.160445 0.130157 0.226101 0.146961 0.124102 0.122164 0.115855 0.295232 0.160765 0.196516 0.139759 0.134164 0.127381 0.140703 0.12983 0.11371 0.108357 0.223939 0.254026 0.13039 0.149041 0.330146
threshold=0.042705000000000007 0.089620000000000019 -0.16152999999999998 -0.42195999999999995 -0.097644999999999996 0.24813000000000004 -0.10022999999999999 -0.27167499999999994 -0.054724999999999989 -0.07415999999999999 0.092410000000000006 0.10645500000000001 -0.014169999999999999 -0.029144999999999997 -0.040879999999999993 -0.0076149999999999994 -0.076234999999999983 -0.41776999999999992 -0.24165499999999998 -0.08231999999999999 1.0000000180025095e-35 0.22234000000000001 -0.061684999999999997 0.26430000000000003 -0.092174999999999993 0.080335000000000018 0.085020000000000012 0.090990000000000015 0.085790000000000019 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 13 -4 6 7 -2 -8 12 11 -11 -10 -1 15 -6 -17 -18 -16 -19 21 23 -23 24 25 26 27 28 29 -20
right_child=1 -3 4 -5 14 -7 8 -9 9 10 -12 -13 -14 -15 18 16 17 19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078998155245978022 0.0030326253556190656 -0.0066822371884799475 0.0080070578207232772 -0.0048735126201063395 0.016536678477293915 -0.00455261854092694 -0.0034468696643175051 0.015817033901810645 0.0013949411151918105 0.004256216758901519 -0.0067057604391482619 -0.0044990355847403405 -0.0071596234232525939 0.010668300855017845 0.012340689228758925 -0.0023286687210202217 0.012823255438201564 0.0093874078135316591 0.0048073491285889197 0.0010738852845547213 0.010602871307637544 0.004143165084533394 -0.00698914653621614 -0.0028215358744823199 0.0046275672656564812 -0.0044788919305667665 -0.0039683640725576346 0.011704129465700437 0.0089016634766582638 -0.0054926864552096687
leaf_weight=31 47 22 160 40 27 27 44 25 74 463 21 20 22 21 21 24 36 30 154 55 30 20 22 23 1472 39 39 24 49 39
leaf_count=31 47 22 160 40 27 27 44 25 74 463 21 20 22 21 21 24 36 30 154 55 30 20 22 23 1472 39 39 24 49 39
internal_value=0 0.00235543 0.00453931 0.000582427 0.0047001 0.00262304 0.00289363 0.00747166 0.0023818 0.00280923 0.00345204 0.00389368 -0.00056548 0.0047793 0.00444862 0.00693561 0.00514783 0.00663077 0.00422722 0.00400807 0.00413806 0.00403495 -0.00168805 0.00416565 0.00425415 0.00265626 0.00356863 0.00467368 0.00397644 0.00272599
internal_weight=0 765 2356 92 2264 743 716 72 644 600 504 483 96 52 2104 172 145 121 1932 85 1911 1881 42 1839 1816 344 305 266 242 193
internal_count=3121 765 2356 92 2264 743 716 72 644 600 504 483 96 52 2104 172 145 121 1932 85 1911 1881 42 1839 1816 344 305 266 242 193
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=31
num_cat=0
split_feature=2 96 0 4 0 0 48 4 48 0 15 121 52 15 157 11 4 52 52 3 150 2 159 1453 11 2 159 3 474 3
split_gain=0.253941 0.142886 0.131764 0.124556 0.128621 0.122278 0.120475 0.118906 0.123514 0.10725 0.103625 0.120741 0.120817 0.153214 0.306263 0.22214 0.266838 0.565509 0.26745 0.185677 0.182229 0.144445 0.155448 0.177716 0.170644 0.140671 0.130847 0.130705 0.115558 0.115145
threshold=0.13404500000000005 0.087655000000000025 0.034820000000000011 0.62931500000000018 -0.074824999999999989 -0.062294999999999996 -0.22597999999999999 0.50500500000000004 0.094680000000000014 -0.10474999999999998 0.083195000000000005 -0.081149999999999986 -0.53299999999999992 -0.0079099999999999986 -0.08107499999999998 0.082485000000000017 -0.087394999999999987 0.008405000000000001 -1.0000000180025095e-35 -0.045649999999999989 0.13361500000000004 0.10381000000000001 0.076905000000000015 -0.076894999999999977 0.077695000000000014 0.094400000000000026 0.087225000000000011 0.096675000000000011 0.085685000000000011 -0.15447499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 9 -6 -1 8 -7 -2 11 -8 -13 20 28 16 19 18 -18 -16 21 22 23 -14 -25 26 -24 -21 -15 -12
right_child=2 -3 -4 -5 5 7 10 -9 -10 -11 29 12 13 14 15 -17 17 -19 -20 27 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.011481227731287834 0.00025189011471300592 -0.0032436139075019002 -0.0063822708688676365 0.008242479349365053 0.0078188023202176646 0.0060428556653537926 0.010774648154090922 -0.0058577929009598767 -0.0023582916706800464 -0.0077769504032663209 0.010877849021926523 0.0057516651308543148 0.0099761285197210361 -0.012538050378207117 0.0098405031268626007 -0.0075824667156363535 -0.0019172465955642492 -0.013435870228120343 0.010388318330726842 -0.001848694575019181 0.011635075714730193 0.0014944843829829877 0.011337745134915167 0.0032342102874822875 -0.00571283089124005 0.014463071492500604 0.0042256347953203927 0.0070680010117470261 -0.0017882585898041726 0.0044882094856621892
leaf_weight=21 41 28 25 23 31 42 22 22 30 28 29 183 38 20 66 21 38 26 33 35 27 319 32 687 22 20 135 31 20 1026
leaf_count=21 41 28 25 23 31 42 22 22 30 28 29 183 38 20 66 21 38 26 33 35 27 319 32 687 22 20 135 31 20 1026
internal_value=0 0.00386513 0.000492379 0.00128439 0.000459461 0.0023725 0.00393495 0.00057638 0.00254238 -0.00300619 0.00387895 0.00341244 0.00332004 0.00303661 0.000961191 0.00226109 0.00316377 -0.000818283 0.00380224 0.00608998 0.00350682 0.00333167 0.00395915 0.00331367 0.00295659 0.00653759 0.00558843 0.00233945 -0.00716315 0.00466385
internal_weight=0 2879 242 217 194 125 2851 94 72 69 2830 1775 1753 1570 290 250 229 97 71 132 1280 1253 934 747 709 187 167 66 40 1055
internal_count=3121 2879 242 217 194 125 2851 94 72 69 2830 1775 1753 1570 290 250 229 97 71 132 1280 1253 934 747 709 187 167 66 40 1055
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=31
num_cat=0
split_feature=3 96 48 52 1132 1373 1373 151 151 1427 3 39 121 1455 1456 16 1456 133 52 15 400 1211 2 131 1212 403 402 151 1375 43
split_gain=0.225047 0.157178 0.132801 0.131329 0.118025 0.11003 0.225798 0.110164 0.0997333 0.119966 0.150393 0.106744 0.102471 0.0996198 0.110184 0.394172 0.117399 0.111977 0.109634 0.119582 0.139039 0.176992 0.165494 0.146329 0.20037 0.135106 0.216318 0.126622 0.127295 0.126001
threshold=0.31370500000000007 0.087655000000000025 -0.22597999999999999 0.056145000000000007 -0.10116499999999999 0.086880000000000013 1.0000000180025095e-35 -0.08317999999999999 0.26900000000000007 0.083935000000000023 -0.081234999999999988 0.14059500000000003 -1.0000000180025095e-35 -0.23681499999999997 -0.14739999999999998 -0.020119999999999996 -0.083354999999999999 0.081415000000000015 -0.56741999999999992 0.083195000000000005 -0.077004999999999976 0.080280000000000004 0.091265000000000013 0.097925000000000012 0.055770000000000007 0.093545000000000003 0.10491500000000002 -0.091649999999999995 -0.14438999999999999 -0.077319999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -4 6 8 -7 9 11 -11 12 -6 -14 15 -15 17 -16 -18 20 22 23 -20 24 25 27 -27 -22 -29 -25
right_child=3 -3 4 -5 5 7 -8 -9 -10 10 -12 -13 13 14 16 -17 18 -19 19 -21 21 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=0.011210871913565578 -0.0035046534039888926 -0.0044921483416110282 -0.0040575829600649222 0.0041321295015222864 0.010601454212155659 -0.0064805742369737187 0.012325865344610066 0.0029755735944490881 -0.003579520976636559 0.012364996293121402 0.0030908950177642208 -0.0024313579884267626 0.0083093649775880154 0.0059575790690039009 0.011038005350378509 -0.010780739070226749 0.0083355795613728294 0.0028328237942708977 0.0021615903673912673 0.0040842440964489182 0.0055769020593531126 0.010740273277873972 -0.0089694247798020529 0.0023564069829881194 -0.0039834646614389903 0.011832939214073121 0.00070373355636313081 -0.0053721616700799632 0.0023099284779888969 0.011831397254718469
leaf_weight=22 76 25 21 32 20 22 29 28 20 34 36 31 41 34 39 24 43 29 34 1011 120 28 22 25 46 40 31 22 1104 32
leaf_count=22 76 25 21 32 20 22 29 28 20 34 36 31 41 34 39 24 43 29 34 1011 120 28 22 25 46 40 31 22 1104 32
internal_value=0 0.00340402 0.00347009 -0.0012419 0.00341267 0.00346594 0.00354627 -0.00118513 0.00345743 0.00350688 0.00759546 0.00340378 0.00346968 0.00341734 0.00334261 -0.000968622 0.00343783 0.00753874 0.00332881 0.00324321 0.00267786 0.00286695 -0.00221131 0.0027117 0.00250411 0.0027307 0.00697371 0.00248893 0.00215983 0.0076757
internal_weight=0 3013 2988 108 2966 2945 2895 50 2866 2846 70 2776 2745 2725 2684 58 2626 68 2558 2515 1504 1448 56 1420 1363 1317 71 1246 1126 57
internal_count=3121 3013 2988 108 2966 2945 2895 50 2866 2846 70 2776 2745 2725 2684 58 2626 68 2558 2515 1504 1448 56 1420 1363 1317 71 1246 1126 57
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 16 49 1 0 50 1 4 40 0 4 1 13 1 1 2 2 4 50 42
split_gain=74.1111 11.4667 6.0498 5.25081 3.96286 3.45616 2.59651 2.49182 2.19103 2.06875 1.84076 1.22737 1.04522 1.01036 1.23666 0.762959 0.761404 0.73778 0.636235 0.635639 0.625817 0.613028 0.548935 0.525776 0.495281 0.467283 0.435818 0.358761 0.344907 0.366047
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.13501500000000002 0.10613000000000002 -0.52595999999999987 -0.054984999999999992 0.089625000000000024 -0.10607499999999999 0.041865000000000006 0.076935000000000017 -0.062539999999999984 -0.077714999999999992 -0.019414999999999998 -0.016959999999999999 0.13265500000000002 0.049530000000000012 0.13075500000000004 0.122715 0.11411 0.088850000000000012 0.061775000000000004 0.089465000000000017 0.11649000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 13 18 -4 11 27 -7 -2 26 -15 -6 19 -12 -3 -13 -18 -19 28 25 -14 -5 -1 -9 -16 -30
right_child=1 4 8 23 15 9 -8 10 -10 -11 17 16 24 14 22 -17 20 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012894629991754239 0.00066231018867588204 0.00028386432026454957 0.0011165924408959682 0.00076253032929200521 -0.00013343970248550326 0.00065524770619445954 0.0016261141674191344 0.00099552972567762367 0.00049895954654872912 0.00069544545825254295 0.00073517737544926938 0.001123165769300801 0.0011757900149415375 0.00077744112669618102 0.0011488764893774893 0.00025039645442865557 0.0013536043944693181 0.00040156420492768786 -3.5664767034319865e-05 0.00085676354091802855 0.0010140953889859268 5.5978167921190372e-05 0.00096523990341384352 0.00018332702042291466 0.00084455296550255642 0.00039974188655914522 0.0012138241140375392 0.00067232009111788745 0.001371127780139461 0.0011302464181969479
leaf_weight=952 23 46 34 21 85 21 71 23 63 48 22 367 100 32 128 26 92 139 50 38 27 23 38 24 21 39 423 31 79 35
leaf_count=952 23 46 34 21 85 21 71 23 63 48 22 367 100 32 128 26 92 139 50 38 27 23 38 24 21 39 423 31 79 35
internal_value=0 0.00046064 0.00119533 0.000818205 0.000277439 0.00121513 0.0012588 0.000384109 0.000715449 0.00108569 0.000491672 0.00112006 0.00104547 0.00124334 0.0011426 -4.35321e-05 0.00113869 0.000398254 0.000117443 0.00109817 0.00127657 0.0003525 0.00118433 0.000428606 0.0011183 0.000526718 0.00126619 0.000809983 0.00121874 0.00129717
internal_weight=0 673 2448 228 445 2351 1758 334 97 593 238 545 144 1687 312 111 524 184 96 405 119 162 280 84 121 60 1375 54 242 114
internal_count=3121 673 2448 228 445 2351 1758 334 97 593 238 545 144 1687 312 111 524 184 96 405 119 162 280 84 121 60 1375 54 242 114
is_linear=0
shrinkage=0.00196078


Tree=3669
num_leaves=31
num_cat=0
split_feature=2 12 12 44 30 3 15 4 16 48 39 0 12 50 2 1212 1213 12 1213 1213 3 479 1185 146 4 1374 160 151 1373 0
split_gain=0.283955 0.145144 0.189353 0.115358 0.115586 0.113229 0.184207 0.377745 0.137739 0.171605 0.104773 0.126124 0.103995 0.0979928 0.148652 0.132858 0.238855 0.149457 0.125447 0.158251 0.115195 0.114682 0.114406 0.11038 0.128993 0.108363 0.314985 0.107401 0.105227 0.105164
threshold=0.13404500000000005 -0.086254999999999984 -0.089199999999999988 1.0000000180025095e-35 0.085875000000000021 0.11296500000000002 -0.0088349999999999974 -0.15464999999999998 -0.083134999999999987 0.091840000000000019 -1.0000000180025095e-35 0.034820000000000011 -0.07983999999999998 0.082725000000000007 0.12844500000000003 0.11796000000000001 0.26821500000000004 0.095330000000000012 0.24572000000000002 0.0036000000000000003 -0.15956499999999998 0.083230000000000012 0.085905000000000009 0.082850000000000021 0.40124500000000002 0.086000000000000007 -0.085579999999999976 -0.085134999999999975 0.081220000000000014 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 8 -8 9 -7 -2 -12 -3 14 15 16 22 -17 19 20 -15 27 23 24 25 28 -27 -22 -14 -29
right_child=10 3 -4 -5 -6 6 7 -9 -10 -11 11 -13 13 18 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0025757320748767357 -0.0064273681864142427 0.011419637496804908 -0.0070886791309179827 0.009965808599538703 -0.0012168496702006685 0.0059588674981627737 0.0051960563109744165 -0.014006835366599264 0.010051551132570379 -0.0055892484245387928 0.0019785794538140253 -0.0055614238977432255 0.0038315956171904031 0.013077979953959585 0.012402999378918183 0.014279867751667133 -0.0067942025439281552 0.0032134701022068449 0.013360237847082318 -0.0034309869492426519 0.011780027874434988 -0.0018933129452523732 0.0084237114543264571 0.011182675419840964 -0.00046502284928631613 0.00089067890464017787 0.016468072674237191 0.0046234643303452892 -0.0034655042993836111 0.0094503480958967254
leaf_weight=171 20 21 23 35 39 31 21 20 26 22 197 25 1659 20 21 26 21 23 20 20 27 21 55 20 71 27 25 342 20 52
leaf_count=171 20 21 23 35 39 31 21 20 26 22 197 25 1659 20 21 26 21 23 20 20 27 21 55 20 71 27 25 342 20 52
internal_value=0 0.00407145 0.00142995 0.00426231 0.00418698 0.0042677 0.00126735 -0.00417121 0.0040899 0.00116531 0.000504947 0.00112948 0.00441223 0.00435266 0.00403454 0.00394428 0.00381155 0.00908544 0.00559978 0.00527777 0.00565477 0.00531888 0.00393021 0.00379456 0.00371256 0.00388392 0.00837981 0.00567863 0.00374467 0.00526051
internal_weight=0 2879 194 2685 2650 2611 120 41 79 53 242 222 2491 2470 1968 1947 1898 49 502 482 462 442 1877 1822 1802 1731 52 421 1679 394
internal_count=3121 2879 194 2685 2650 2611 120 41 79 53 242 222 2491 2470 1968 1947 1898 49 502 482 462 442 1877 1822 1802 1731 52 421 1679 394
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=31
num_cat=0
split_feature=4 3 16 52 12 457 0 1 1211 43 9 1212 0 157 4 1426 42 43 42 12 13 12 1453 1456 1213 4 1446 42 12 4
split_gain=0.230554 0.0983903 0.0915677 0.143799 0.34519 0.145075 0.154824 0.17293 0.134776 0.185398 0.128191 0.123341 0.102074 0.0986283 0.0957169 0.0950083 0.100531 0.194917 0.210714 0.179544 0.331208 0.305505 0.198499 0.137196 0.131 0.128956 0.131441 0.23929 0.191101 0.136322
threshold=0.26450500000000005 0.63141500000000017 -0.086989999999999984 0.5140450000000002 0.089735000000000023 0.29113500000000009 -0.14920999999999998 0.083135000000000014 0.087635000000000005 -0.0024749999999999993 -1.0000000180025095e-35 0.055770000000000007 -0.11991499999999998 -0.061169999999999995 -0.082249999999999976 -0.094284999999999994 0.084635000000000016 -0.11720999999999999 0.10077000000000001 0.083785000000000012 -0.085744999999999988 0.084100000000000022 -0.076894999999999977 0.056145000000000007 -0.096064999999999984 -0.0019149999999999998 0.086940000000000003 0.088295000000000012 0.089300000000000004 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -5 6 7 -4 11 -10 -8 -1 13 -12 -13 -14 23 18 -18 20 -19 -21 -23 24 -17 26 29 -28 -29 -24
right_child=1 -3 3 4 -6 -7 10 -9 9 -11 12 14 15 -15 -16 16 17 19 -20 21 -22 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.0047906136905764727 0.0015102947403746029 -0.0056907018320634965 0.016097533237189054 -0.01212586043868214 0.0042595405464655621 -0.004928173525258899 -0.0023680590722407846 0.0051260699723463731 0.016889648933318398 0.0047204149096468162 -0.0052314527255172532 0.0054682088306262384 0.010425497875327157 0.0023185753586491753 -0.0029056970698711198 0.008970902869012207 -0.011175807239487768 9.8903221660293647e-05 0.0022633881823691938 -0.0093277742620557543 0.017694568494334817 0.01178062627486025 0.0023255194188371497 0.0084077983145154529 0.0036974387886105631 4.6726997747401327e-06 0.016535635186093196 -0.0022545521734282374 0.010685355149741685 0.00738300614623872
leaf_weight=573 370 20 20 20 36 20 37 51 21 31 24 21 21 62 39 50 20 20 28 20 23 26 422 77 814 127 21 25 21 61
leaf_count=573 370 20 20 20 36 20 37 51 21 31 24 21 21 62 39 50 20 20 28 20 23 26 422 77 814 127 21 25 21 61
internal_value=0 0.00114101 0.00374021 0.00340517 -0.00159239 0.0035458 0.00363183 0.00821662 0.00474095 0.00963491 0.00346042 0.00433891 0.00357623 0.000211591 2.517e-05 0.00373916 0.00365915 0.0028454 -0.00333628 0.00323276 0.00951054 0.0028594 0.00320612 0.00436308 0.00400262 0.00287681 0.00354002 0.0076907 0.0036528 0.00296425
internal_weight=0 390 2731 2046 56 1990 1970 71 685 52 1899 633 1862 86 60 1776 1755 814 48 766 43 723 703 941 864 677 550 67 46 483
internal_count=3121 390 2731 2046 56 1990 1970 71 685 52 1899 633 1862 86 60 1776 1755 814 48 766 43 723 703 941 864 677 550 67 46 483
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=31
num_cat=0
split_feature=2 10 34 3 97 13 121 0 39 2 0 0 455 1375 150 151 52 151 148 151 454 150 16 49 156 1210 12 16 15 52
split_gain=0.207929 0.117081 0.112497 0.103673 0.103528 0.116159 0.0954694 0.0910879 0.103401 0.0904624 0.0935323 0.101889 0.0821229 0.0998588 0.110146 0.118967 0.237829 0.190232 0.106779 0.110157 0.0914542 0.114153 0.0814616 0.158102 0.127682 0.113365 0.112795 0.106979 0.238878 0.199484
threshold=0.13404500000000005 0.058500000000000003 -0.09225499999999999 0.0022600000000000003 -0.0047149999999999996 -0.010739999999999998 -0.082399999999999987 0.034820000000000011 -1.0000000180025095e-35 0.31765000000000004 -0.074824999999999989 -0.11437499999999999 0.092985000000000012 -0.27302499999999996 0.13361500000000004 0.10365500000000001 -0.026204999999999996 0.084350000000000008 -0.10665499999999999 0.0014250000000000003 -0.082299999999999984 -0.10114999999999998 -0.071854999999999988 -0.080089999999999981 0.080810000000000007 -0.08107499999999998 0.11201500000000002 -0.039889999999999988 0.11728000000000001 0.31405000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 -6 8 -2 10 11 -10 13 -8 15 17 -17 18 -15 20 -20 -22 23 -23 26 -24 -25 28 29 -27
right_child=7 3 4 -5 6 -7 12 -9 9 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=0.010704381772804828 -0.0059338691970333458 0.002096235100675295 0.002458700619093646 -0.0058741681557148697 0.010329458243213595 -0.0070003631238432715 -0.0029518495080992583 -0.0054572928287088878 0.00095341824436266176 0.007656397772106258 0.0025652808437290793 -0.0073692346161503041 0.0087825894987742827 0.010439034347378072 0.010004241840913891 0.0056156523080299735 -0.0086145593280283119 0.011775684508460539 0.0097802451832897288 -0.0019947501520315809 -0.0024502453921527111 -0.0016831353519785595 0.010309816536027938 0.0038888883418560687 0.01196198809359755 0.00065333452515022939 0.0093002022424479944 0.0031333686747660552 0.0091126646770260718 -0.0089560332503169776
leaf_weight=21 20 47 37 25 20 20 25 25 38 22 113 24 28 21 25 23 24 27 22 39 34 47 20 1041 21 159 40 1059 29 25
leaf_count=21 20 47 37 25 20 20 25 25 38 22 113 24 28 21 25 23 24 27 22 39 34 47 20 1041 21 159 40 1059 29 25
internal_value=0 0.00331052 0.00341265 -0.000671266 0.00335769 -0.000860269 0.00344579 0.000258579 0.000917089 0.00161262 0.000852829 -0.00226825 0.00339497 0.0033387 0.00339791 0.00333514 -0.00165084 0.00342583 0.00333766 0.00327886 0.00336122 0.00330416 0.00338432 0.0039969 0.00423915 0.00283954 0.00408912 0.00272208 0.000677214 -0.000652286
internal_weight=0 2879 2807 72 2786 57 2729 242 217 197 175 62 2709 2681 2656 2631 47 2584 2557 2536 2497 2475 2441 1149 1102 1292 1081 1272 213 184
internal_count=3121 2879 2807 72 2786 57 2729 242 217 197 175 62 2709 2681 2656 2631 47 2584 2557 2536 2497 2475 2441 1149 1102 1292 1081 1272 213 184
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=31
num_cat=0
split_feature=11 96 105 2 455 160 49 50 43 3 52 13 1 151 0 0 0 484 52 474 15 52 157 43 3 15 147 1374 15 1
split_gain=0.198168 0.161943 0.162449 0.16056 0.123546 0.114864 0.106099 0.164016 0.168464 0.243191 0.187932 0.143667 0.142361 0.124416 0.104519 0.154118 0.14504 0.151853 0.144054 0.119505 0.100871 0.101827 0.102395 0.09909 0.119368 0.100301 0.17668 0.0976968 0.0950582 0.0948862
threshold=-0.072629999999999986 0.090365000000000015 0.080965000000000023 0.10803500000000001 0.093105000000000007 -0.40698999999999991 -0.0095499999999999977 0.11184000000000001 -0.089694999999999983 -0.082039999999999988 -0.080114999999999978 -0.47860499999999995 0.10937500000000001 -0.0077149999999999988 -0.076899999999999982 -0.070889999999999995 -0.10474999999999998 -0.037689999999999994 -1.0000000180025095e-35 0.10008000000000002 0.024640000000000006 -0.26636999999999994 0.10977500000000003 -0.08076499999999999 0.31534000000000006 -0.083359999999999976 1.0000000180025095e-35 0.086000000000000007 0.11295500000000001 0.12873500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 8 -2 10 -10 -8 13 -11 16 -16 17 -7 -18 20 21 22 -17 -19 25 -25 -27 -13 -22 -23
right_child=1 -3 -4 5 -6 14 11 -9 9 12 -12 27 -14 -15 15 19 18 23 -20 -21 28 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.006914976134984977 0.0048515346714819987 -0.0061372730776201936 0.011452616412531246 0.0086841006208920775 0.010836167713361128 -0.0075679152132943272 0.011272018103171952 0.010363422008231283 -0.01275686930776352 0.0054204528666256619 -0.0019152397224795788 0.0032539610383107223 -0.0043967619315512354 -0.00089219056157781643 0.0080883327836636463 0.0051495145269048713 -0.01190591844264418 -0.0028501797151618984 -0.00041462582303211095 0.0083069360698573291 0.0097265381188619705 -0.003878721349448075 -0.0025912883672863248 0.001891964164522226 -0.0025348507624585181 0.013894909150743238 0.0013350445156296096 0.010278051309287549 0.0019876640053609245 0.0014817460854020385
leaf_weight=21 87 20 22 21 21 20 23 20 21 93 67 1996 29 47 40 54 20 39 24 24 21 85 25 65 32 24 21 20 65 54
leaf_count=21 87 20 22 21 21 20 23 20 21 93 67 1996 29 47 40 54 20 39 24 24 21 85 25 65 32 24 21 20 65 54
internal_value=0 0.00283207 0.00289031 0.00282871 0.00319929 0.00141187 0.00313255 0.00155989 0.00104806 -0.000239503 -0.00450245 0.0034133 0.00198025 0.00330121 0.00116274 0.00222818 -0.000437586 0.0007008 -0.00563794 0.00151353 0.000977204 -0.000166906 0.00269989 0.00161447 0.00284068 0.00440447 0.00803364 0.00332364 0.00387739 -0.00179624
internal_weight=0 3100 3080 3058 2424 634 2403 364 344 257 88 2039 169 140 613 368 245 201 44 328 304 218 79 181 142 110 45 2016 86 139
internal_count=3121 3100 3080 3058 2424 634 2403 364 344 257 88 2039 169 140 613 368 245 201 44 328 304 218 79 181 142 110 45 2016 86 139
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=31
num_cat=0
split_feature=0 1 401 1213 1348 3 402 394 159 403 43 3 157 16 1177 12 159 16 47 457 2 4 16 150 2 15 15 13 51 15
split_gain=0.17525 0.114797 0.179853 0.18764 0.137807 0.133943 0.271417 0.200204 0.179277 0.197823 0.178853 0.139882 0.124179 0.121705 0.110748 0.0988325 0.0981364 0.251417 0.102735 0.0976723 0.163886 0.236388 0.110469 0.110444 0.0945379 0.0932658 0.0908096 0.168498 0.140811 0.123552
threshold=0.18019500000000002 0.085760000000000017 0.11061500000000002 0.0036000000000000003 1.0000000180025095e-35 -0.082234999999999989 0.10052500000000002 -0.064889999999999989 0.04105000000000001 -0.074254999999999988 0.0047850000000000011 -0.083344999999999989 -0.14116499999999996 0.26435500000000006 -0.047249999999999993 0.092550000000000007 0.11836500000000001 0.062650000000000025 0.14174500000000004 0.041220000000000007 0.086950000000000013 -0.0092149999999999992 -0.008069999999999999 0.086730000000000015 0.10222000000000002 0.13592500000000005 -0.083359999999999976 -0.08971999999999998 0.086310000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 7 12 -3 9 11 13 -9 -7 -11 -1 -10 18 -18 26 25 -21 23 -23 -22 -6 -16 -14 29 -29 -28
right_child=-2 2 -4 -5 24 6 -8 8 15 10 -12 -13 16 -15 19 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0095795014031374685 -0.0044469440284754256 -0.0034406328676933693 0.0097992758973435099 -0.0053204063879879748 -0.0083991743319313094 -0.0046091330390966813 -0.010078282025642694 0.0050620471092053887 0.015616491287946703 -0.00080443609652157205 0.010234737225808204 0.015660618025576695 0.0013712538020976739 0.0042381330623210952 0.002912439274796588 0.006185202112188563 -0.00931920262798667 0.0055229249781751566 -0.0048605398926883942 0.01215725320391357 0.0029906043043846022 0.012881820556671862 0.0031302719454591476 -0.0071701490203849973 0.0006218438412850867 -0.0023067117801734379 0.004791995845291587 0.003611342054242646 0.0096450535901923401 -0.0048114773527895283
leaf_weight=26 36 35 28 37 21 30 20 33 20 117 25 20 398 81 1575 25 25 21 20 30 23 26 21 20 26 35 21 243 46 37
leaf_count=26 36 35 28 37 21 30 20 33 20 117 25 20 398 81 1575 25 25 21 20 30 23 26 21 20 26 35 21 243 46 37
internal_value=0 0.00257079 0.00186959 0.00169893 0.0019044 0.0021096 0.00143501 0.00374111 0.00452417 0.00356992 0.00226475 0.00906151 0.00170881 0.00125843 0.00310147 0.0103769 0.00194252 -0.00254345 0.00221227 0.00300411 0.00575635 0.00362271 0.00852475 -0.00173533 -0.00340882 0.00279898 0.00240214 0.00358454 0.00457173 -0.00133436
internal_weight=0 3085 1329 1301 1264 1217 861 356 321 276 223 53 841 198 1756 45 811 46 765 1730 120 90 47 43 47 1610 745 347 289 58
internal_count=3121 3085 1329 1301 1264 1217 861 356 321 276 223 53 841 198 1756 45 811 46 765 1730 120 90 47 43 47 1610 745 347 289 58
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 2 4 4 14 11 3 3 2 1 43 159 1 2 12 158 16 0 12 4 4 49
split_gain=62.1224 9.94428 5.55516 4.97129 3.72172 3.16428 2.91723 2.05888 1.85033 1.57059 1.49673 1.36041 1.34935 1.04125 0.800123 0.72031 0.680492 0.552758 0.516501 0.476755 0.521187 0.867116 0.47221 0.432967 0.432266 0.444825 0.419606 0.400541 0.395195 0.384907
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.089885000000000007 0.092845000000000025 0.17025000000000004 0.13712500000000002 0.40945500000000007 0.40473500000000007 0.062655000000000016 1.0000000180025095e-35 -0.11171999999999999 0.30112000000000005 0.094835000000000017 0.091195000000000012 -0.016814999999999997 0.0089800000000000019 0.087325000000000014 0.099185000000000009 0.051320000000000005 0.096590000000000023 0.10994000000000002 -0.23001499999999997 0.095780000000000018 0.022185000000000003 -0.036839999999999991 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 -3 6 12 16 10 13 15 -6 17 14 18 -4 -1 22 -8 20 26 -22 24 -21 25 -5 -16 -28 -2 -18
right_child=1 2 8 5 11 -7 9 -9 -10 -11 -12 -13 -14 -15 19 -17 29 -19 -20 23 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012358706851466363 0.0012232940884409954 0.0004165964995348031 0.00054909119591049153 0.0011341242100678238 0.0010080559556919051 0.00037883536835365433 0.001046446509221021 0.00051758941482665821 -0.00014740842187908372 0.00068433283317845674 0.00012373865173125374 0.00051207886823130392 0.0015061015287548109 0.0013092095867607591 0.0011317992693916827 0.00014164120767351884 0.00067451224050612429 0.0011131958099626471 0.0006618605847920696 0.0012797879699470631 0.00055786496283961276 0.0010849464597070919 0.0012330486325477024 0.0010005901952383081 0.0013026938602036121 0.00074702359798575649 0.0010642257271102973 0.00087220323579733879 0.00090710172354896749 0.0010129079827908376
leaf_weight=28 55 235 69 25 73 20 25 64 54 38 132 30 60 77 306 22 24 210 29 81 20 30 1045 29 20 21 197 53 21 28
leaf_count=28 55 235 69 25 73 20 25 64 54 38 132 30 60 77 306 22 24 210 29 81 20 30 1045 29 20 21 197 53 21 28
internal_value=0 0.000466799 0.00038411 0.00113308 0.000552813 0.00115534 0.00116219 0.000779721 0.000178256 0.00107431 0.000257116 0.000863597 0.00121851 0.00109181 0.00107007 0.000450587 0.000989426 0.00120545 0.00083991 0.00108742 0.00106587 0.000874114 0.00122289 0.00120618 0.00106204 0.000957404 0.00108311 0.00102352 0.00113593 0.000856725
internal_weight=0 691 615 2430 338 2286 2266 144 277 885 223 103 1381 847 770 91 80 1321 54 716 606 50 1111 110 66 46 556 250 76 52
internal_count=3121 691 615 2430 338 2286 2266 144 277 885 223 103 1381 847 770 91 80 1321 54 716 606 50 1111 110 66 46 556 250 76 52
is_linear=0
shrinkage=0.00196078


Tree=3675
num_leaves=31
num_cat=0
split_feature=4 14 1 0 12 16 10 12 149 52 16 401 11 0 13 0 50 16 14 0 157 43 15 14 157 12 49 49 49 160
split_gain=0.212272 0.0921376 0.113137 0.0884906 0.121694 0.148108 0.0890018 0.0887324 0.106148 0.080697 0.116024 0.15972 0.203353 0.177935 0.238653 0.131462 0.175334 0.200902 0.154257 0.132693 0.296057 0.333004 0.225064 0.205203 0.124328 0.101289 0.100928 0.0954758 0.0887417 0.0867426
threshold=0.26450500000000005 -0.24175999999999997 0.14173500000000003 0.089620000000000019 -0.10022999999999999 -0.29154999999999992 -0.15282499999999996 -0.086254999999999984 0.07770500000000001 -0.53964499999999982 0.042200000000000008 0.080710000000000018 0.077695000000000014 -0.080499999999999988 -0.070999999999999994 -0.010949999999999998 0.041865000000000006 -0.014754999999999999 0.091685000000000016 -0.13455999999999999 -0.07797999999999998 0.0034250000000000005 -1.0000000180025095e-35 0.077685000000000018 -0.082009999999999986 0.086420000000000011 0.11136000000000001 -0.011734999999999997 -0.069799999999999987 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 -2 -6 -8 -9 26 15 12 13 14 25 18 17 -17 19 20 -11 22 28 -24 -15 -12 27 -3 -22 -21
right_child=3 2 -4 -5 6 -7 7 8 -10 10 11 -13 -14 24 -16 16 -18 -19 -20 29 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0093201175332069397 0.0019000755375955345 0.010858635750732253 -0.0024807962899406752 -0.0054126647544936058 -0.0053948817541822798 0.012396633584285156 -0.0036924623599689874 0.00094314377038244861 0.0079407776705920693 -0.0096833038757639864 -0.0036661695367434903 -0.0057799198078170707 0.0112360856262967 -0.0042856239349297852 -0.0095041184003154446 0.0015001037839317212 0.0068639016577175683 -0.011723315566778185 0.011707565793767572 0.008125963031003873 0.0047786386381765758 -0.0090411215851252721 0.015593079441330499 0.0027392912656068803 0.0033379483192559341 0.0053286640514289179 0.012001259709220558 0.0035916569528098292 -0.00061682591979791014 0.0038146523863406921
leaf_weight=26 41 21 33 21 24 20 36 224 24 22 21 26 24 23 30 27 21 20 24 48 54 22 27 23 306 31 21 130 70 1681
leaf_count=26 41 21 33 21 24 20 36 224 24 22 21 26 24 23 30 27 21 20 24 48 54 22 27 23 306 31 21 130 70 1681
internal_value=0 0.00339558 0.00333863 0.000901556 0.0012609 0.00534157 0.000452718 0.000946881 0.00162033 0.0034105 0.00326636 0.00183364 0.0022887 0.00176622 -0.00240152 0.00359028 -0.00073267 -0.00412688 0.00373942 0.0036412 0.00131628 0.00255092 0.00401658 0.00968034 0.00280499 0.00169614 0.00550566 0.0046023 0.00173281 0.00393434
internal_weight=0 2731 2705 390 369 61 308 284 248 2672 2500 461 435 411 82 2039 68 47 1971 1947 218 196 174 50 329 52 172 151 124 1729
internal_count=3121 2731 2705 390 369 61 308 284 248 2672 2500 461 435 411 82 2039 68 47 1971 1947 218 196 174 50 329 52 172 151 124 1729
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 0 47 43 11 2 11 2 0 4 4 15 0 12 13 1 1 16 2 0 399 0 15
split_gain=31.3843 3.72688 3.71899 3.13388 2.03019 1.57771 1.32504 1.04064 1.09248 0.993289 0.699092 0.685603 0.680034 0.663917 0.629336 0.625866 0.623726 0.513168 0.998641 0.474131 0.567649 0.465392 0.458571 0.42701 0.423082 0.416686 0.404839 0.378179 0.371854 0.347171
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.091475000000000015 -0.16363499999999997 -0.067094999999999988 0.13082500000000002 -0.025214999999999998 1.0000000180025095e-35 0.10402500000000002 0.080150000000000013 0.11362000000000001 -0.23194499999999998 -0.012164999999999999 -0.059649999999999988 -0.03241999999999999 -0.088774999999999979 0.12757000000000002 -0.0075049999999999987 0.16540500000000002 0.096255000000000021 -0.50690499999999983 0.099185000000000009 -0.036484999999999997 0.088080000000000006 -0.13027499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 15 -5 11 -6 12 22 -2 28 23 -13 -12 -1 19 25 -19 -8 27 -16 26 -9 -23 -17 -3 -21 -4 -15
right_child=1 9 6 5 7 -7 16 8 -10 -11 14 13 -14 29 21 17 -18 18 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013607617686776554 0.00043260828281501356 0.00025183237975072095 0.00087473571863995881 0.0010231342374404614 0.0010871467566122861 0.00054969650537636913 0.0012906884260441922 0.0010008770903503453 0.00037585217590912497 0.00069320805702319157 0.00084256785465221782 0.0015128367387496672 0.00061857298845912213 0.0010273347813396778 0.00041675822404610153 0.0012263820622746167 0.00096794377265662594 0.0010335227679288241 0.00058833719715813159 0.0010674619739853084 0.00078971416526457151 0.00045202971710001718 1.6985250447682518e-05 0.00074379433864268701 0.00080952825875175429 0.00089422564241377746 0.00048495615921141373 0.0012844474028864577 0.0011380268203559866 0.0013583730137537396
leaf_weight=22 116 95 21 109 35 36 39 54 30 26 41 37 60 29 49 53 271 76 26 481 27 20 22 46 35 20 41 33 1150 21
leaf_count=22 116 95 21 109 35 36 39 54 30 26 41 37 60 29 49 53 271 76 26 481 27 20 22 46 35 20 41 33 1150 21
internal_value=0 0.000569556 0.00107174 0.000674467 0.000903711 0.000905591 0.00110536 0.000776453 0.00071922 0.000338067 0.000546065 0.00114578 0.000783602 0.00131372 0.000636831 0.00104906 0.0010456 0.00100987 0.000920044 0.00108189 0.00106684 0.000555723 0.000279626 0.000882619 0.000679529 0.00113538 0.000322112 0.00108139 0.00113331 0.00116637
internal_weight=0 590 2531 406 422 145 2109 225 190 184 261 1258 160 87 145 197 851 175 102 580 541 104 158 100 55 73 136 514 1171 50
internal_count=3121 590 2531 406 422 145 2109 225 190 184 261 1258 160 87 145 197 851 175 102 580 541 104 158 100 55 73 136 514 1171 50
is_linear=0
shrinkage=0.00196078


Tree=3677
num_leaves=31
num_cat=0
split_feature=1 11 105 4 4 482 479 479 474 4 2 16 52 1455 48 160 52 474 133 47 11 11 16 16 2 151 484 0 1371 4
split_gain=0.255244 0.193599 0.153532 0.166734 0.132943 0.0971762 0.114062 0.126927 0.106185 0.157174 0.114761 0.103077 0.17345 0.166347 0.164966 0.152059 0.153072 0.134886 0.130619 0.100854 0.170017 0.126486 0.132012 0.240734 0.253366 0.110374 0.113252 0.287778 0.134211 0.10995
threshold=0.096325000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.008819999999999998 -0.0047449999999999992 0.11816500000000001 0.10713500000000002 0.088785000000000017 0.10674500000000002 -0.018869999999999994 0.12358500000000001 0.19444000000000003 -0.19683499999999995 0.068185000000000009 0.092065000000000022 -0.0080249999999999991 -0.5425549999999999 0.089190000000000005 0.087495000000000003 0.077555000000000013 0.082485000000000017 0.078065000000000009 0.0057500000000000008 0.10994000000000002 0.085485000000000019 1.0000000180025095e-35 0.091180000000000011 -0.085669999999999982 1.0000000180025095e-35 0.0012600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 10 -10 11 12 18 14 15 -13 -17 19 -1 20 21 22 25 24 -24 26 28 -28 -14 -27
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 13 17 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.014857894161509145 -0.0075661065266467631 0.0039804900487804456 0.010632628796156497 -0.0069208730524405841 0.001392325280669826 0.010022468858265451 0.009929191518864228 -0.0026837328881291408 0.014958246416327628 0.0033689083047211167 3.5804976433725424e-05 0.0088262248751042154 0.0044853132473080008 0.0095286324303597222 -0.0059342201550801601 0.0059007855636688568 -0.0020671990891433741 -0.0014823810095194638 0.005021492321113194 0.0068457175529329107 -0.0039290630831741368 0.011753237992525102 -0.010494687782600522 0.0087368103503077128 0.0018349443539918868 0.0038274293499806419 0.014894958845142163 0.0001296657095239921 -0.0035726888383838481 -0.004908611092250794
leaf_weight=27 20 317 22 20 504 28 33 28 22 25 71 28 1314 25 30 36 73 41 27 145 26 22 25 27 50 34 33 22 21 25
leaf_count=27 20 317 22 20 504 28 33 28 22 25 71 28 1314 25 30 36 73 41 27 145 26 22 25 27 50 34 33 22 21 25
internal_value=0 0.0021605 0.00238592 0.00217019 0.00107503 0.00416828 0.00409411 0.00400566 0.00409281 0.0087937 0.0039877 0.00412585 0.00435604 0.00192107 0.000782218 0.00225297 0.000564429 0.00418713 0.00993969 0.00432041 0.00409141 0.00422398 0.00411718 0.00063994 -0.00227493 0.00436196 0.00454177 0.00898884 0.00435856 0.000125717
internal_weight=0 883 863 841 524 2238 2210 2177 2149 47 2102 2031 1839 192 167 137 109 1785 54 1744 1599 1573 1551 102 75 1449 1390 55 1335 59
internal_count=3121 883 863 841 524 2238 2210 2177 2149 47 2102 2031 1839 192 167 137 109 1785 54 1744 1599 1573 1551 102 75 1449 1390 55 1335 59
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=31
num_cat=0
split_feature=3 2 13 30 130 149 455 49 48 50 151 49 3 2 52 48 41 43 484 51 3 1373 1373 133 128 133 13 402 3 16
split_gain=0.23168 0.122455 0.125425 0.121603 0.10349 0.0987888 0.119074 0.115466 0.155696 0.146073 0.133422 0.0967181 0.150144 0.102588 0.0945445 0.0907303 0.0982964 0.1302 0.0985238 0.165895 0.139218 0.0878081 0.163593 0.0894461 0.143009 0.149685 0.165475 0.1115 0.123884 0.161535
threshold=0.31370500000000007 0.10803500000000001 -0.28558999999999996 0.086065000000000016 -0.072444999999999982 0.079625000000000015 0.092745000000000008 -0.008964999999999999 -0.08595499999999999 0.11184000000000001 -0.092724999999999988 -0.015259999999999998 -0.10217499999999997 -1.0000000180025095e-35 0.056145000000000007 0.14174500000000004 0.092100000000000015 0.093175000000000022 -0.063689999999999983 0.11548000000000001 -0.063814999999999997 0.08789000000000001 1.0000000180025095e-35 -0.071719999999999992 0.11170500000000001 -0.032969999999999992 -0.015874999999999997 0.12629000000000004 -0.091869999999999993 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 7 8 -4 10 -10 12 -12 -14 -2 16 17 18 20 -20 -6 22 23 27 25 26 -25 28 29 -9
right_child=14 4 3 -5 15 -7 -8 21 9 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.010904796852264554 -0.0032304446713839609 -0.0028884381103592045 0.0085084526508580893 -0.00062687878514854957 0.0040449303393769592 0.0087487883037493507 0.011356251146644354 0.013833011424139841 0.0060674869822641524 0.0092113216097156215 -0.0063314610738652178 -0.0047324952453647448 -0.0050430755130946641 0.002575535189642228 0.0032491570544152639 -0.0028009939923762314 0.0093097842467779468 -0.0022504727839707181 0.0029662208612802822 0.010392561038448052 -0.0062072576077368399 -0.0026943163527175787 0.012744081197750001 0.0028240715942552523 -0.0043189661048413461 0.0038317288696420254 -0.0081841725940731448 0.012079677832132969 0.0039980672335232937 0.0039340362733449137
leaf_weight=24 76 39 32 65 27 39 20 32 38 21 27 41 20 152 32 31 22 52 340 33 26 20 21 36 23 1415 22 22 339 34
leaf_count=24 76 39 32 65 27 39 20 32 38 21 27 41 20 152 32 31 22 52 340 33 26 20 21 36 23 1415 22 22 339 34
internal_value=0 0.00340333 0.00371127 0.0036399 0.00208352 0.00375772 0.00367363 0.00360668 0.00187888 0.00116937 0.00056188 -0.000309841 0.000601359 0.00168965 -0.00131056 0.00244869 0.00277417 0.00247337 0.00304999 0.00362324 -0.000984445 0.00389787 0.0039657 0.00386983 0.00350546 0.00362764 -0.00135147 0.0051464 0.00476977 0.00873354
internal_weight=0 3013 2443 2419 570 2354 2315 2295 331 299 278 240 199 172 108 531 500 478 426 373 53 1964 1944 1923 1496 1473 58 427 405 66
internal_count=3121 3013 2443 2419 570 2354 2315 2295 331 299 278 240 199 172 108 531 500 478 426 373 53 1964 1944 1923 1496 1473 58 427 405 66
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=31
num_cat=0
split_feature=3 4 13 13 2 4 40 400 156 40 16 14 42 13 1 3 1213 51 156 121 1416 13 42 156 42 403 49 1 43 12
split_gain=0.187661 0.107847 0.173938 0.172872 0.122367 0.11073 0.108746 0.098811 0.102399 0.0934428 0.110442 0.0972076 0.111812 0.0901181 0.141532 0.110187 0.085416 0.0841632 0.146657 0.135836 0.0828589 0.0876836 0.159693 0.142673 0.142913 0.28817 0.174763 0.153143 0.243185 0.233648
threshold=0.31370500000000007 0.042705000000000007 -0.15714499999999998 -0.13710499999999998 0.11474000000000002 0.052250000000000012 0.051255000000000002 -0.016164999999999995 0.11289500000000001 -0.0087249999999999984 -0.48836499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.47860499999999995 0.14262000000000002 0.41614500000000004 -1.0000000180025095e-35 0.24916000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.07743499999999999 -0.008624999999999999 0.091335000000000013 0.09832500000000001 -0.081224999999999992 0.084945000000000007 0.07863500000000001 -1.0000000180025095e-35 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 -4 -3 -5 7 -7 9 10 -9 -12 -13 15 -15 -2 -11 19 -19 -1 21 -21 -23 24 25 -24 27 28 29 -27
right_child=13 2 3 5 -6 6 -8 8 -10 16 11 12 -14 14 -16 -17 -18 18 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.011300800884650512 -0.0048703121067956087 0.01304386231602858 -0.0076113420340698209 -0.0051364957841790538 0.0029369470290839675 -0.003402973921869749 -0.0037841359681139394 0.0033570229954596972 0.0097109904437093081 -0.0012180096195198789 0.0035186814188602426 0.00135875691304959 -0.0078228775243688788 0.00088749176205095393 -0.010331596952693707 0.0041140087923511514 0.0037164599277788937 0.0060497715416568103 -0.004933737815102382 0.0041178253174558518 0.009656648697065456 0.0039912236094182922 -0.010049116775324499 0.0046363345306353566 0.0031901006547291086 0.0068820029900122717 0.0068926967866718772 0.0012151073774209159 -0.01082791840252016 -0.0074946510756853969
leaf_weight=22 20 23 20 22 25 28 30 62 20 39 21 21 36 23 22 43 349 20 31 885 21 631 27 142 206 26 40 215 31 20
leaf_count=22 20 23 20 22 25 28 30 62 20 39 21 21 36 23 22 43 349 20 31 885 21 631 27 142 206 26 40 215 31 20
internal_value=0 0.003063 0.0019714 0.00154115 0.00777984 0.00183263 0.00208563 0.00239135 0.00268741 0.00242136 0.0002067 -0.0022974 -0.00444017 -0.00117951 -0.0045974 0.00126184 0.00322047 0.0033909 -0.000626479 0.00348132 0.00340466 0.0033456 0.00283482 0.00180272 0.00109056 -0.000114197 0.000693764 -0.000155405 -0.00398216 0.000631284
internal_weight=0 3013 696 648 48 628 606 576 548 528 140 78 57 108 45 63 388 2317 51 2266 2244 2223 1338 707 565 359 332 292 77 46
internal_count=3121 3013 696 648 48 628 606 576 548 528 140 78 57 108 45 63 388 2317 51 2266 2244 2223 1338 707 565 359 332 292 77 46
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=31
num_cat=0
split_feature=2 1 48 1375 399 3 1208 1208 1 1209 1212 147 132 132 133 0 133 403 0 3 1211 1212 15 130 133 4 13 0 12 12
split_gain=0.164421 0.123166 0.101201 0.0981584 0.101112 0.140569 0.0926056 0.182287 0.0874247 0.0806125 0.113347 0.0916478 0.0927687 0.10468 0.113433 0.135611 0.17257 0.189292 0.203016 0.126986 0.124315 0.134565 0.120139 0.0991269 0.106623 0.19261 0.159598 0.15005 0.160839 0.192094
threshold=0.31358000000000003 0.094385000000000011 -0.098424999999999985 0.060690000000000008 1.0000000180025095e-35 -0.24190499999999995 0.11846000000000001 0.10480500000000002 0.10389500000000002 0.091830000000000009 0.094360000000000013 0.089365000000000014 0.13958500000000004 0.11793500000000001 0.11524500000000001 -0.055064999999999996 0.12330000000000001 -0.53960999999999981 -0.072894999999999988 -0.081814999999999985 0.11789500000000001 0.11387000000000001 0.087260000000000018 -0.12279499999999997 0.082925000000000013 -0.064804999999999988 -0.17933499999999997 -0.084044999999999995 0.093965000000000007 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 8 7 9 -4 11 -11 12 13 14 20 16 -16 -18 19 22 21 23 -19 -1 26 -26 -25 -28 -29 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=0.0096558846216648828 -0.0042915238139411326 0.0078728677095988627 0.0021624522438893718 -0.0039846239348633157 -0.0043965695210947441 0.0016061142534870825 0.0098824140871874994 -0.0048284716133413647 0.010634596216299669 0.011418157950226618 0.0028264103840817427 -0.0023492952305523142 -0.0026933984830975533 0.010067566408013756 -0.0067751330447693679 0.0088559029623866085 0.0086616325409462052 0.0034383714528909573 -0.0082604826791211963 0.0061525468044437287 0.010547569936413009 -0.004135057997579376 -0.0045244578918209304 -0.0056368205146017404 0.0092519316205603858 0.0037199012072830998 0.0040032779357297319 0.00070405950335491498 0.0097712649342914428 0.0019959837621811066
leaf_weight=25 34 26 21 31 26 777 20 29 29 28 34 31 27 22 30 20 30 36 25 41 24 24 40 22 74 421 634 398 48 94
leaf_count=25 34 26 21 31 26 777 20 29 29 28 34 31 27 22 30 20 30 36 25 41 24 24 40 22 74 421 634 398 48 94
internal_value=0 0.00270074 0.00172376 0.00154291 0.00174379 0.00193684 0.00310913 0.00304632 0.0070763 0.00315364 0.00670655 0.00304702 0.00312922 0.00320752 0.00313152 0.00100116 0.000223467 0.00144415 -8.06661e-05 0.00166716 0.00339963 0.00330104 -0.000752591 0.00340504 0.00331262 0.00454691 0.00280178 0.00295991 0.00173492 0.00462425
internal_weight=0 3087 910 884 853 827 2177 2157 50 2128 62 2066 2035 2008 1986 222 202 172 142 117 1764 1740 76 1716 1691 495 1196 1174 540 142
internal_count=3121 3087 910 884 853 827 2177 2157 50 2128 62 2066 2035 2008 1986 222 202 172 142 117 1764 1740 76 1716 1691 495 1196 1174 540 142
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=31
num_cat=0
split_feature=11 96 105 10 13 2 132 12 484 3 480 49 15 51 3 474 484 14 1211 11 0 1424 1426 130 4 12 130 1212 43 1212
split_gain=0.143203 0.129885 0.124444 0.128797 0.130314 0.107136 0.0868813 0.198467 0.100367 0.169139 0.0979878 0.0879648 0.0982224 0.0855132 0.114786 0.080712 0.135247 0.103102 0.0729828 0.0737925 0.110474 0.0948532 0.108119 0.0816629 0.148529 0.216282 0.130632 0.0767868 0.178474 0.167782
threshold=-0.072629999999999986 0.090365000000000015 0.080965000000000023 -1.0000000180025095e-35 -0.090799999999999978 0.10803500000000001 0.093735000000000027 0.089085000000000011 -0.070054999999999992 -0.077564999999999981 0.088685000000000014 0.14321000000000003 -0.12563999999999997 0.10027500000000002 -0.022174999999999997 0.11454000000000002 0.096415000000000015 -0.22253999999999999 -0.43000499999999992 0.097680000000000017 0.089620000000000019 1.0000000180025095e-35 -0.052649999999999995 0.10383500000000001 -0.068329999999999988 0.09202500000000001 0.098975000000000021 -0.040879999999999993 0.0034250000000000005 -0.088009999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 18 8 -8 9 -7 11 13 -13 15 -15 16 17 -10 -5 20 21 22 -20 26 25 -25 27 28 29 -24
right_child=1 -3 -4 5 -6 6 7 -9 10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058679100990827598 -0.0077502554705874485 -0.0056147844396764422 0.0099641161970794208 -0.0025242495555430652 0.00076625970719686274 0.0048176796361804018 -0.0093989729314394622 0.003738007601350546 0.0070995988287696878 -0.0068366566616477392 0.0083733218212728392 0.0028420298802666367 -0.0065601078793406488 0.0015669579966925086 0.012034445963799954 0.0078222118051988736 -0.0058076576717818774 0.0013642264179652558 -0.003013526870927308 -0.0023897423113409719 0.006306620422799729 0.009211981272243935 0.0050019320929060125 -0.0030331579432822768 -0.0039705090507111971 0.011673356979154052 0.011011547194793822 0.0027161100745407736 8.605287196890762e-06 0.0141633430659702
leaf_weight=21 22 20 22 25 98 20 23 23 35 33 24 20 25 22 20 21 24 300 32 26 95 23 77 20 47 20 20 1888 48 27
leaf_count=21 22 20 22 25 98 20 23 23 35 33 24 20 25 22 20 21 24 300 32 26 95 23 77 20 47 20 20 1888 48 27
internal_value=0 0.00241787 0.00247003 0.00241611 -0.000795101 0.00254727 0.00134261 -0.00283048 0.00169548 -0.00243879 0.00214174 0.00182149 -0.00238138 0.00226966 0.00655148 0.00179641 0.00144393 0.00196344 0.00284997 0.00290781 0.00296778 0.00282373 0.0027563 0.0028423 -0.000158735 0.0043201 0.00296904 0.00289019 0.00505245 0.00738038
internal_weight=0 3100 3080 3058 120 2938 590 46 544 53 491 467 45 422 42 380 359 335 2348 2323 2297 2202 2179 2147 87 40 2060 2040 152 104
internal_count=3121 3100 3080 3058 120 2938 590 46 544 53 491 467 45 422 42 380 359 335 2348 2323 2297 2202 2179 2147 87 40 2060 2040 152 104
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 47 1 0 15 4 2 34 1 13 49 48 4 0 31 4 52 47 472 3 0 3
split_gain=31.5253 5.23589 3.39631 2.70906 1.77866 1.6829 1.18724 0.935481 0.895198 0.872849 0.752406 0.643683 0.875167 0.634696 0.591839 0.673539 0.532949 0.483593 0.381077 0.345063 0.461499 0.38479 0.333788 0.321802 0.318951 0.321651 0.296527 0.296027 0.282301 0.281983
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.13082500000000002 0.09253500000000002 -0.10836499999999999 -0.10469999999999999 0.0061450000000000003 0.13754500000000003 -1.0000000180025095e-35 0.083345000000000016 -0.016469999999999995 -0.069799999999999987 0.093265000000000015 -0.52556499999999995 -0.07929499999999999 -0.077289999999999984 -0.0070899999999999991 0.12492500000000002 0.078345000000000012 -0.078554999999999986 -0.12711499999999995 -0.085939999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 26 23 14 -5 12 -1 19 15 22 -14 -17 -18 20 -13 -22 -4 -6 25 29 -7 -23 -21 -3
right_child=1 2 9 10 8 7 -8 -9 -10 -11 -12 13 16 -15 -16 17 18 -19 -20 28 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011132092859027535 0.0010054178710861596 0.00036229786565057453 0.00032865926162663466 0.00090368259590733557 0.0011065808900112351 0.0011245239411248546 0.0012740220307729086 0.00061934871749621948 0.0004657257837878551 0.00057925431350977507 0.00053967265139789834 0.0013410734584908082 0.00095589471629160469 0.00089453204375634411 0.00015334400786394474 0.00033588667088827373 0.00084373860913801967 0.00064759374437718209 0.00050151403388858573 0.0010166032492975811 0.0010673819968367514 0.00079625778241095198 -9.1689483573039378e-06 0.00082806896486340375 0.00073447259179517342 0.00063670840359711064 0.00091572986513772535 0.0010094745098551624 0.00079990550616162114 0.00051927751025484311
leaf_weight=46 76 89 22 34 22 28 76 41 23 37 61 21 38 116 114 50 22 31 29 59 1054 27 23 58 20 39 396 344 38 87
leaf_count=46 76 89 22 34 22 28 76 41 23 37 61 21 38 116 114 50 22 31 29 59 1054 27 23 58 20 39 396 344 38 87
internal_value=0 0.000519887 0.000459886 0.000994527 0.000591796 0.00100773 0.00103398 0.00090217 0.000806645 0.000298928 0.00066995 0.00102381 0.000893613 0.00103441 0.000255711 0.000348328 0.000780114 0.000455182 0.00064914 0.00104492 0.00105252 0.00104827 0.000155992 0.00090466 0.000497629 0.000475597 0.000929518 0.000993957 0.000931711 0.000439896
internal_weight=0 691 615 2430 338 2335 1870 465 103 277 95 1794 135 1659 240 126 89 81 51 1543 1446 1425 45 80 235 215 424 371 97 176
internal_count=3121 691 615 2430 338 2335 1870 465 103 277 95 1794 135 1659 240 126 89 81 51 1543 1446 1425 45 80 235 215 424 371 97 176
is_linear=0
shrinkage=0.00196078


Tree=3683
num_leaves=31
num_cat=0
split_feature=2 133 2 0 47 10 124 15 2 47 2 9 0 3 2 3 39 376 42 15 2 49 48 43 47 132 131 13 160 160
split_gain=0.178331 0.101481 0.149579 0.144451 0.148469 0.0972344 0.0943797 0.117448 0.115581 0.0942474 0.117621 0.086105 0.0795099 0.079258 0.0745767 0.0968164 0.0723969 0.0712331 0.0709449 0.0704486 0.156583 0.0914211 0.094064 0.178326 0.147608 0.0822849 0.106893 0.181813 0.0965565 0.146916
threshold=0.13622000000000004 0.089755000000000015 0.31358000000000003 -0.036484999999999997 0.090100000000000013 0.058500000000000003 -0.043384999999999993 -0.24436499999999997 -0.080614999999999978 0.13439000000000004 0.12992500000000004 0.091905000000000014 -0.14832499999999996 0.0022600000000000003 0.15609500000000001 0.12745000000000004 0.10166000000000001 0.084545000000000009 -0.0041849999999999986 -0.11033999999999998 0.12043500000000001 0.14233500000000002 0.092475000000000016 -0.53814999999999991 0.078345000000000012 0.098425000000000012 0.098515000000000005 -0.0072999999999999992 -0.089744999999999978 -0.088079999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 6 7 -1 11 10 16 -8 -9 -7 15 -2 19 18 -14 -10 21 22 23 -21 -24 28 -27 -28 -25 -30
right_child=1 -3 -4 -5 -6 13 8 12 9 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 20 -22 -23 24 25 -26 26 27 -29 29 -31
leaf_value=-0.0040958346902496287 -0.0094973640330135826 0.0039428569247118303 -0.0080141143371852547 0.0056131394826405929 0.0061337327770888813 0.0018857570820205668 0.012653590754970259 0.0081258882628753772 0.0048990108812558318 -0.0025123151019215586 0.0093457489783759229 0.0037969941761167277 0.003345841893147176 -0.0050832151789218195 0.00032390036838919378 -0.00097607881665074585 -0.0020048639951990204 0.0051330103143472292 -0.0020978456993977867 0.012736167019465939 -0.0027837054655802523 0.0099711829097941518 0.002242498091726127 0.0046717331767657435 -0.0063659310899674892 0.011630700077288426 0.0098390329695705863 -0.0011949993995585828 -0.0057197073590941729 0.0029041534188243164
leaf_weight=36 30 54 26 37 20 47 23 20 248 28 32 21 39 25 33 24 26 37 62 20 44 20 98 331 25 26 28 32 20 1609
leaf_count=36 30 54 26 37 20 47 23 20 248 28 32 21 39 25 33 24 26 37 62 20 44 20 98 331 25 26 28 32 20 1609
internal_value=0 0.000166295 -0.00103332 0.000227102 -0.00163536 0.00309491 0.0031874 0.00105882 0.00334435 0.00325791 0.00332105 0.00842658 0.00223329 -0.000534025 -0.00342136 -0.00571013 0.00324475 0.0013793 4.17228e-06 0.00329933 0.00312324 0.0032409 0.00317941 0.00333935 0.000492817 0.0032475 0.00627501 0.00395422 0.00311466 0.00279827
internal_weight=0 224 170 144 107 2897 2825 194 2631 2587 2559 44 158 72 87 54 2527 138 101 2501 2253 2209 2189 2066 123 2046 86 60 1960 1629
internal_count=3121 224 170 144 107 2897 2825 194 2631 2587 2559 44 158 72 87 54 2527 138 101 2501 2253 2209 2189 2066 123 2046 86 60 1960 1629
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=31
num_cat=0
split_feature=4 0 12 16 14 13 13 2 16 12 50 4 157 52 147 0 4 48 12 3 51 15 150 16 40 12 128 394 394 160
split_gain=0.146994 0.0929882 0.117385 0.134752 0.0775426 0.0862464 0.16458 0.154029 0.106445 0.140451 0.108933 0.0994866 0.142932 0.132065 0.117752 0.107353 0.207053 0.281269 0.123932 0.106193 0.109993 0.0959981 0.093967 0.0906714 0.0820209 0.126659 0.08105 0.15846 0.120145 0.0953715
threshold=0.26450500000000005 0.089620000000000019 -0.10022999999999999 -0.29154999999999992 -0.24175999999999997 -0.16152999999999998 -0.39067499999999994 0.10672500000000001 -0.14771999999999999 0.080890000000000017 0.041865000000000006 0.024790000000000003 -0.029304999999999998 0.070205000000000017 0.093875000000000014 -0.11173999999999999 -0.062539999999999984 0.084170000000000009 -0.092484999999999984 -0.00083499999999999991 -0.17083999999999996 0.035560000000000008 -0.091839999999999991 -0.065229999999999996 -0.08440499999999998 -0.064509999999999984 0.11976500000000002 -0.15150999999999998 -0.088129999999999986 0.51752500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 -6 9 -7 21 14 -13 19 15 16 -10 -18 -17 20 -14 -11 -20 -22 -24 -26 27 -27 -29 -30
right_child=1 -3 -4 -5 5 8 -8 -9 11 10 -12 12 13 -15 -16 18 17 -19 22 -21 23 -23 24 -25 25 26 -28 28 29 -31
leaf_value=0.0082906682366648537 0.0018736542123029146 -0.0056925198905879541 0.00035479367361404004 0.011885755983821583 0.0092548428526656196 0.0097610187720856625 -0.0074779788437096973 -0.00050548375374255853 0.0055451823184099608 0.0046418695948536003 0.0086284717559465211 -0.0070435047327052983 0.0038994086559839729 -0.0051337289928386999 0.010411017533624545 -0.0040504036386361502 -0.0099201249075122188 0.0011533159920356501 0.0099988707271404572 0.0072804931047800421 0.0016203559772835201 -0.0015758083635856483 -0.0010173303699319034 -0.0051025820430368185 0.0087790216320718182 -0.0056179385277486983 0.0091246910816566509 0.0083416063777444517 0.0029069007410592079 0.0093887690616690604
leaf_weight=26 41 21 308 20 22 50 23 61 54 57 32 21 84 26 21 24 32 81 20 37 47 44 47 35 40 21 22 43 1738 23
leaf_count=26 41 21 308 20 22 50 23 61 54 57 32 21 84 26 21 24 32 81 20 37 47 44 47 35 40 21 22 43 1738 23
internal_value=0 0.000780176 0.00114854 0.00515631 0.00285559 0.00280334 7.34453e-06 0.00208159 0.00291738 0.00524269 0.00354408 0.00274125 0.000852418 0.0015765 0.00295926 0.0028863 0.000451583 -0.00198253 0.00309186 0.00243594 0.00135612 0.00193318 0.00317959 -0.00124919 0.00310907 0.00321185 0.00309128 0.00301855 0.00311908 0.00299156
internal_weight=0 390 369 61 2731 2705 106 83 2599 183 133 2416 250 229 2166 2145 167 113 1978 203 166 101 1954 82 1934 1887 1847 1825 1804 1761
internal_count=3121 390 369 61 2731 2705 106 83 2599 183 133 2416 250 229 2166 2145 167 113 1978 203 166 101 1954 82 1934 1887 1847 1825 1804 1761
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 14 2 4 49 1 40 1 1 1 52 1 2 1 50 4 0 16 12 48 52
split_gain=57.4735 9.1571 5.0967 4.25766 3.06109 2.96549 2.13252 1.96658 1.94494 1.80758 1.73101 1.26455 1.02648 0.82313 0.613166 0.600073 0.532396 0.509766 0.474497 0.46522 0.441097 0.716833 0.418639 0.393755 0.356246 0.390191 0.367091 0.329482 0.418346 0.321135
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10497000000000002 0.09253500000000002 0.062655000000000016 0.089775000000000008 -0.062539999999999984 -0.054984999999999992 0.16175000000000003 -0.077714999999999992 0.090540000000000023 0.12958500000000003 0.13265500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.13075500000000004 0.041865000000000006 0.038415000000000012 0.18019500000000002 -0.10850999999999998 0.090545000000000014 0.091545000000000015 -0.16675999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 15 10 17 -4 11 16 -10 -2 23 -3 -1 -8 -14 -13 24 -22 -5 -6 25 27 -26 28 -21 -12
right_child=1 4 9 22 14 -7 8 -9 12 -11 29 19 18 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0011695814373265624 0.00062648475919242785 0.000287297581467787 0.0010132115097950625 0.00049858543808797221 -1.351889539271211e-05 0.00062512647032622083 0.001036729791439047 0.00055919938646196055 0.00076705496179950384 0.0004522227279556677 0.0011807013072949997 0.0012487385553472184 0.00037484427008291387 0.0010311433586337696 -0.00030517700231737558 -2.301811143372427e-05 0.0010683481806383079 0.00061287107722212872 7.1979624489981289e-05 0.0012130529359530877 0.00061114057517417557 0.0010366635584558536 0.00019217180909917634 0.00027604034776781115 0.0010629473358290853 0.00081419341704424696 0.00089374405853369138 0.001063107418031749 0.0009081171745178746 0.001464827753165189
leaf_weight=1081 23 46 34 60 65 48 24 24 24 63 20 45 147 121 21 50 245 20 23 128 23 45 24 25 109 20 90 388 20 65
leaf_count=1081 23 46 34 60 65 48 24 24 24 63 20 45 147 121 21 50 245 20 23 128 23 45 24 25 109 20 90 388 20 65
internal_value=0 0.000442331 0.00108932 0.000761863 0.000278616 0.00110749 0.000372367 0.00111755 0.000471874 0.000648858 0.00112343 0.00111279 0.000387459 0.00096651 -3.48141e-06 0.000125675 0.00115088 0.000844067 0.000333868 0.00105461 0.00104399 0.000892737 0.000411039 6.69142e-05 0.00105762 0.0010831 0.000986423 0.00109313 0.00117185 0.00139797
internal_weight=0 673 2448 228 445 2351 334 2303 238 97 2279 2194 194 144 111 96 1326 44 170 868 823 68 84 90 755 556 199 536 148 85
internal_count=3121 673 2448 228 445 2351 334 2303 238 97 2279 2194 194 144 111 96 1326 44 170 868 823 68 84 90 755 556 199 536 148 85
is_linear=0
shrinkage=0.00196078


Tree=3686
num_leaves=31
num_cat=0
split_feature=1 11 1348 484 133 0 11 151 9 454 2 9 12 1455 1455 2 131 131 132 481 403 13 42 131 133 43 156 51 131 1201
split_gain=0.222535 0.147026 0.110287 0.103892 0.116068 0.107742 0.104918 0.102897 0.125708 0.0819046 0.0799893 0.114612 0.0836893 0.0743865 0.110792 0.132399 0.104297 0.176827 0.162192 0.150183 0.13979 0.113882 0.136748 0.1262 0.197269 0.145405 0.102504 0.0924837 0.112311 0.0923465
threshold=0.10293500000000001 -1.0000000180025095e-35 0.092395000000000019 0.096675000000000011 -0.24098999999999995 0.12445000000000002 0.099410000000000012 0.084350000000000008 0.099965000000000012 -0.064694999999999989 0.11362000000000001 -0.085744999999999988 0.10589000000000003 -0.23681499999999997 -0.088874999999999982 0.085045000000000023 0.090855000000000005 0.089325000000000015 0.088210000000000011 -0.24133999999999997 -0.50388999999999984 -0.0065549999999999992 -0.08298999999999998 0.11767000000000001 -0.012979999999999998 -0.071629999999999985 -0.031569999999999994 -0.013439999999999999 0.10258000000000002 -0.064749999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 -3 6 7 8 9 -6 11 -11 -12 -1 15 -15 17 18 19 -16 -18 23 -23 24 -22 27 -21 -26 -29 -28
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 12 -13 -14 14 16 -17 20 -19 -20 26 21 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0078374042607298727 -0.0068311037844978276 0.0079684099927544595 -0.0051088623194531961 -0.0032263261013265169 -0.0048043763773739558 0.0083522383911678426 0.0085540149498476905 0.0064102091517997915 -0.0062499027069531045 -0.0027847630670294167 0.00095918096192247463 0.0035772449373739877 -0.0054222671067058713 -0.0066833460764230595 0.012328920774161816 0.0040465117153792602 -0.001629360889395078 -0.0043453725954068117 -0.00070526990062696332 0.006932621058357848 0.014940024331339043 0.0064207734200766586 -0.0026175288635735903 0.013588770135720553 0.0018908348729989183 -0.0022869836808240506 -0.0023475653200875969 0.015070041480939836 0.0045992735462884104 0.0035442718510189141
leaf_weight=41 20 35 22 35 20 26 22 40 22 32 193 246 23 23 20 23 24 29 87 89 22 47 26 32 24 24 27 20 21 1806
leaf_count=41 20 35 22 35 20 26 22 40 22 32 193 246 23 23 20 23 24 29 87 89 22 47 26 32 24 24 27 20 21 1806
internal_value=0 0.00162558 0.0018618 0.00208277 0.00236474 0.00205043 0.00177644 0.00151757 0.00115245 0.00146928 0.00172328 0.00284493 0.000279675 0.00361471 0.00354085 -0.00131842 0.00363812 0.00340806 0.00351887 0.00370811 0.0056109 0.00641537 0.00320165 0.00805594 0.00646089 0.00436492 0.0036184 0.00682101 0.00970697 0.00345749
internal_weight=0 736 716 694 659 624 598 576 536 514 494 278 216 2385 2344 46 2298 2058 2029 1942 240 216 73 143 111 89 1922 65 41 1833
internal_count=3121 736 716 694 659 624 598 576 536 514 494 278 216 2385 2344 46 2298 2058 2029 1942 240 216 73 143 111 89 1922 65 41 1833
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=31
num_cat=0
split_feature=2 12 12 0 4 9 9 2 31 3 15 0 34 43 124 0 4 48 15 0 47 1 15 480 481 0 16 2 1429 1454
split_gain=0.183292 0.0982312 0.133525 0.0913423 0.0891708 0.0875638 0.160694 0.109909 0.181563 0.0864218 0.0820509 0.0881935 0.168097 0.0838386 0.0795968 0.0790322 0.0774946 0.0815584 0.080452 0.0774589 0.0770518 0.135332 0.0733326 0.0727045 0.082446 0.178919 0.0957173 0.0780225 0.237363 0.136796
threshold=0.13404500000000005 -0.086254999999999984 -0.089199999999999988 0.034820000000000011 0.62931500000000018 0.094575000000000006 0.081890000000000004 -0.0091949999999999983 -0.079764999999999989 -0.083784999999999984 -0.024814999999999997 -0.14454499999999995 -0.038779999999999995 -0.080554999999999974 -0.013479999999999999 -0.074824999999999989 0.50500500000000004 0.09111000000000001 -0.03241999999999999 -0.10474999999999998 0.13439000000000004 0.12873500000000002 -0.089964999999999976 -0.10980999999999999 -0.099059999999999995 -0.082974999999999979 -0.55248999999999981 0.08647500000000001 0.084770000000000012 0.098995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 15 6 7 8 -3 -8 11 13 -13 -1 -14 19 17 18 -17 22 21 23 -2 -9 25 -25 -26 28 29 -28
right_child=3 5 -4 -5 -6 -7 9 20 -10 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0030693873398653839 0.0043287262504842754 0.0038801040074884379 -0.0062732592073228696 -0.0055360359475016595 0.0067345741366886579 -0.002455858572351712 0.013729300275868314 -0.0026095136733991758 -0.0080173004702057526 0.0046467044763267044 -0.0040120328865235763 -0.0015708329816869295 0.0042301782666770522 -0.005669876019514743 0.011009416846429995 0.010387692588340977 -0.0021186131138452575 0.00012515314100753692 0.0019290721086277205 -0.0066217515085424707 -0.0020522636060411096 0.011127194978127426 -0.0041321587283164266 0.0020165310773466315 0.010106578525155783 0.014067514206875454 0.0042709072114248924 0.0026939187427544543 -0.0064189599869264799 -0.0037069373515392235
leaf_weight=23 21 29 23 25 23 27 22 21 23 20 21 34 43 21 29 23 38 42 22 28 27 22 20 28 20 22 933 1447 22 22
leaf_count=23 21 29 23 25 23 27 22 21 23 20 21 34 43 21 29 23 38 42 22 28 27 22 20 28 20 22 933 1447 22 22
internal_value=0 0.00305325 0.000880172 0.000187814 0.000847244 0.00321026 0.00326782 0.0031693 -0.00138221 0.00940425 0.00184233 0.00266194 0.00422417 -0.00110162 0.0069607 0.000149261 0.00164885 0.0032944 0.00625237 -0.00256738 0.0032616 0.00331816 0.000201465 0.00324985 0.00329918 0.00731896 0.00321695 0.0031601 0.00385055 0.00408712
internal_weight=0 2879 194 242 217 2685 2658 2616 52 42 171 150 106 44 72 194 125 87 45 69 2564 2537 41 2515 2494 50 2444 2424 977 955
internal_count=3121 2879 194 242 217 2685 2658 2616 52 42 171 150 106 44 72 194 125 87 45 69 2564 2537 41 2515 2494 50 2444 2424 977 955
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=31
num_cat=0
split_feature=1 3 4 123 3 2 43 14 2 1 2 0 15 49 12 16 3 0 0 16 15 42 39 2 47 52 2 15 13 4
split_gain=30.012 5.81704 2.09271 1.90891 1.8287 1.45499 1.27496 0.962098 0.815768 0.734345 0.661469 0.574112 1.02735 0.556159 0.518108 0.445729 0.624375 0.439656 0.431923 0.402244 0.395437 0.389806 0.451173 0.361653 0.302017 0.283598 0.280564 0.282679 0.279971 0.279683
threshold=0.10312500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.31534000000000006 0.14122000000000004 -0.025214999999999998 0.062655000000000016 0.092120000000000021 0.092845000000000025 0.11362000000000001 -0.10607499999999999 -0.098289999999999975 -0.054984999999999992 -0.42850999999999995 0.051380000000000002 0.16158000000000003 -0.14226499999999997 -0.23051499999999997 0.023255000000000001 -0.052074999999999989 -1.0000000180025095e-35 0.096625000000000016 0.15950500000000004 0.090280000000000013 -0.088204999999999992 0.11411 -0.41942499999999994 -0.0075049999999999987 0.41379000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 7 21 8 11 -5 19 12 -1 -2 -6 16 29 -14 -10 20 -8 -3 28 -16 -15 -9 -4 -28 -23 -12
right_child=1 4 26 9 14 -7 10 25 18 -11 15 -13 17 24 23 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001219533525553404 0.00071840179532058372 0.00067257199503384 0.00075137556657257063 0.00099300954216488069 0.0004277791717827988 0.00071855849755232204 0.00085893759530407908 0.0011360570249677288 0.0007438553369366655 0.00062541598743253866 0.00093622923272998395 0.0011199659984926693 0.0009372599436212564 0.0011116226580753074 0.00024572344555543 0.00031834141485751627 0.00041715655181461756 0.00060273115304818742 0.0010362489004869225 0.0010093169948633979 0.00051466132318069046 0.00052683780272643453 0.0002670733137805251 -7.9757864756577491e-05 0.00093192446377046462 0.0013777410893254921 0.00065361192302578115 0.00036909734939827635 0.00027540776222930347 0.00064842624884128841
leaf_weight=40 26 24 33 37 35 41 29 28 20 48 21 1380 44 79 35 22 33 23 674 25 23 90 59 21 66 56 29 25 21 34
leaf_count=40 26 24 33 37 35 41 29 28 20 48 21 1380 44 79 35 22 33 23 674 25 23 90 59 21 66 56 29 25 21 34
internal_value=0 0.000619772 0.000856516 0.001074 0.000490364 0.00108464 0.000550011 0.00109126 0.00108333 0.000785427 0.000665542 0.00110924 0.000970875 0.000982477 0.000240634 0.000567973 0.00063038 0.000822422 0.00102782 0.000804926 0.000706662 0.00043865 0.000405625 0.000123668 0.00102983 0.00129718 0.000608938 0.000521892 0.00047927 0.000758315
internal_weight=0 730 258 2391 472 2306 381 2265 2181 85 187 1487 107 171 91 110 88 67 694 77 52 194 170 56 145 84 87 54 111 55
internal_count=3121 730 258 2391 472 2306 381 2265 2181 85 187 1487 107 171 91 110 88 67 694 77 52 194 170 56 145 84 87 54 111 55
is_linear=0
shrinkage=0.00196078


Tree=3689
num_leaves=31
num_cat=0
split_feature=1 3 12 2 43 3 3 43 12 150 2 4 14 43 13 11 0 4 0 15 15 1 3 2 376 39 48 159 52 4
split_gain=38.5515 4.90878 4.06966 2.44352 2.3725 2.17102 1.73776 1.61772 1.48803 1.34188 1.27532 1.01238 0.859406 0.766592 0.721497 0.680521 0.700515 0.672516 0.716943 0.633155 0.626981 0.611031 0.607688 0.554017 0.526796 0.481853 0.469939 0.355495 0.342217 0.327032
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.12043500000000001 -0.073404999999999984 0.11658 0.31534000000000006 -0.025214999999999998 0.090455000000000021 0.09487000000000001 0.11362000000000001 0.41257000000000005 -0.10708499999999999 -0.086909999999999987 -0.47860499999999995 1.0000000180025095e-35 -0.12333499999999999 -0.00099499999999999979 -0.08867499999999999 -0.41942499999999994 0.040760000000000005 0.099990000000000009 -0.061964999999999992 0.089605000000000018 0.081970000000000015 0.096625000000000016 0.11270000000000001 0.078675000000000009 -0.065544999999999978 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 13 9 7 25 15 12 -9 29 -6 -1 -8 16 -4 18 -10 -5 -17 23 -20 -14 -15 -3 28 -25 -12 -2
right_child=1 6 8 19 5 -7 14 10 17 -11 26 -13 21 24 -16 20 -18 -19 22 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00092730698636685964 0.0012274834464358932 0.00051576721375547294 0.00088943897161274511 0.00075945604139683294 0.0015579884884014627 0.00065362124140224103 0.00039041152197497367 0.00096867309802887481 0.0014052965143080212 0.00071012770704677341 0.00029007990939174105 0.00066163450102108749 0.0013154739066908051 0.00038033419171138209 2.7252594064378838e-05 0.00125380041548071 0.0012510959800012299 0.0010651004694080116 0.0011816417214494169 0.00033364926209710123 0.001592699476894428 0.00084029224135127715 0.00093495845928296469 0.0010245837722004962 0.00075488023835570874 0.00029640745999418494 0.00077352973846278247 0.00127680268843177 0.00058848109242378495 0.0010103429427820872
leaf_weight=66 48 99 21 25 24 37 58 50 52 23 22 24 87 22 33 41 1058 249 604 29 43 20 41 70 42 63 34 31 45 60
leaf_count=66 48 99 21 25 24 37 58 50 52 23 22 24 87 22 33 41 1058 249 604 29 43 20 41 70 42 63 34 31 45 60
internal_value=0 0.00061857 0.00117515 0.000882157 0.000999377 0.00109747 0.000497215 0.000566555 0.00121032 0.00116188 0.000712563 0.0010259 0.00120666 0.000779035 0.000258717 0.00125729 0.00124406 0.00115257 0.00118382 0.000530782 0.00142728 0.00116612 0.00116596 0.00120079 0.00062613 0.000430461 0.000585776 0.001102 0.000490499 0.00110685
internal_weight=0 590 2531 186 422 292 404 313 2109 255 151 132 232 130 91 1163 1079 946 697 54 84 208 645 188 64 162 101 101 67 108
internal_count=3121 590 2531 186 422 292 404 313 2109 255 151 132 232 130 91 1163 1079 946 697 54 84 208 645 188 64 162 101 101 67 108
is_linear=0
shrinkage=0.00196078


Tree=3690
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 16 1 2 49 1 4 1 2 1 52 457 1 0 40 12 16 12 50 1
split_gain=59.4138 9.20404 4.89152 4.36392 2.83922 2.79516 1.65973 1.77437 1.58421 1.4424 1.18897 0.86022 0.844224 1.08373 0.681753 0.626498 0.626249 0.760825 0.613724 0.55545 0.479923 0.455794 0.534327 0.478351 0.431752 0.399908 0.450528 0.38305 0.357631 0.348528
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.52595999999999987 0.086920000000000011 0.089775000000000008 -0.054984999999999992 0.16175000000000003 -0.15464999999999998 0.13436000000000001 -0.0091949999999999983 0.13075500000000004 -0.56176499999999996 0.080930000000000016 0.075045000000000014 -0.019414999999999998 -0.077474999999999988 0.09141500000000001 0.19444000000000003 0.091840000000000019 0.041865000000000006 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 24 -8 12 -4 11 -7 25 18 -2 28 -9 -18 -14 -5 -13 22 23 -22 -3 -1 27 -27 -6 -24
right_child=1 4 9 19 15 10 7 16 -10 -11 -12 20 13 -15 -16 -17 17 -19 -20 -21 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016301306070659266 0.0011021840155048443 0.00071818972636646767 0.0014358885491733045 0.00095011626779607013 0.00042260926728155096 0.0010809481853530519 0.0012019481880559207 0.0011296340516384908 0.0018884419418182692 0.00093476066949617581 0.0011485498638981891 0.0016978953460421724 0.0012735730457101382 0.0010670343423079627 0.0014704553527222365 0.00012504972628796913 0.00081812945850729161 0.0004605840398166085 0.0015562913036955028 0.00059716818501162378 0.0014752752375705184 0.0011792788282036781 0.0018293819250234592 0.0012441126700832872 0.00045514121570032967 0.0013214831026320789 0.0012585615600441016 0.0015947816728530653 0.00071841056679446862 0.0015409745428026937
leaf_weight=1013 23 47 34 60 55 21 54 20 70 63 48 38 32 20 121 21 150 27 381 24 365 20 24 38 49 22 20 190 22 49
leaf_count=1013 23 47 34 60 55 21 54 20 70 63 48 38 32 20 121 21 150 27 381 24 365 20 24 38 49 22 20 190 22 49
internal_value=0 0.000884099 0.00154192 0.00120445 0.000719965 0.00155972 0.000803199 0.000887064 0.00159943 0.00111041 0.00144461 0.00147022 0.00158738 0.0015128 0.00141163 0.000425251 0.000800751 0.000763589 0.00153439 0.000849274 0.00148552 0.00146925 0.00148144 0.00145348 0.000583925 0.00161331 0.00153988 0.00156642 0.000507124 0.00163579
internal_weight=0 673 2448 228 445 2351 347 251 1748 97 603 555 1678 433 144 98 197 177 413 84 534 496 476 403 96 1245 232 212 77 73
internal_count=3121 673 2448 228 445 2351 347 251 1748 97 603 555 1678 433 144 98 197 177 413 84 534 496 476 403 96 1245 232 212 77 73
is_linear=0
shrinkage=0.00196078


Tree=3691
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 4 2 1 14 2 1 49 1447 39 159 12 52 52 1 1 1 0 1 2 47 51 12 402
split_gain=40.7887 6.67435 3.69066 2.97179 2.54914 2.13677 1.78685 1.73008 1.33768 1.25862 0.792164 0.787206 0.776866 0.758719 0.543012 0.539214 0.429342 0.483229 0.476691 0.769297 0.474459 0.425635 0.416816 0.394221 0.359828 0.342952 0.328533 0.326775 0.314402 0.292118
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31299000000000005 0.13501500000000002 -0.025214999999999998 0.40124500000000002 0.089775000000000008 0.092845000000000025 0.062655000000000016 0.11177500000000001 0.15471500000000002 -0.054984999999999992 -0.082869999999999985 0.095830000000000012 0.082585000000000006 0.083815000000000014 -0.42635499999999998 0.088785000000000017 0.085110000000000005 0.087325000000000014 0.090540000000000023 -0.070154999999999981 0.11910500000000002 0.14530500000000005 0.10019500000000002 0.11144500000000002 0.095780000000000018 0.12629000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 15 8 10 -4 22 26 -6 -2 -10 -3 17 18 -16 21 23 -20 27 -18 -5 -13 -8 29 -19 -1
right_child=1 4 9 24 12 -7 11 -9 14 -11 -12 25 -14 -15 16 -17 20 28 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012882298074177803 0.00078715911073148101 0.00056991761696055759 0.0011283893629742731 0.00076176340244539487 0.0003641064477514923 0.00081919584045904914 0.00084495037996060846 0.00073424148658461869 0.0014015405204922768 0.00067140898825736219 0.0015034147815258252 0.00072676234577042623 -1.6107902400190187e-05 0.0011761838051250022 0.0012827596219341739 0.00034952387861851927 0.0012911116024331439 0.0012180848396326864 0.0010087118370860229 0.0012281218585040833 0.00154626183037887 0.00067841606360732345 0.001198190509637191 0.0010187539854340563 0.00050325935270200978 0.00043737493683675339 0.0011616604059350257 0.0010787008105873728 0.0011287146785729368 0.0015027441452531254
leaf_weight=1028 23 107 37 47 88 48 34 26 42 62 59 74 27 119 24 71 84 324 30 30 21 30 245 27 37 20 20 28 284 25
leaf_count=1028 23 107 37 47 88 48 34 26 42 62 59 74 27 119 24 71 84 324 30 30 21 30 245 27 37 20 20 28 284 25
internal_value=0 0.000666248 0.00121307 0.000940239 0.000525835 0.00122866 0.000614377 0.00123718 0.00124291 0.0008422 0.00128111 0.000773577 0.000274839 0.00111317 0.00118388 0.000482008 0.00117317 0.00115437 0.00103723 0.00097175 0.00127599 0.000843564 0.00127121 0.00122486 0.000647899 0.000665191 0.00096225 0.00128776 0.00117634 0.00129332
internal_weight=0 667 2454 226 441 2355 326 2307 2281 99 1385 148 115 142 896 178 854 722 114 90 132 60 1326 111 84 94 54 1081 608 1053
internal_count=3121 667 2454 226 441 2355 326 2307 2281 99 1385 148 115 142 896 178 854 722 114 90 132 60 1326 111 84 94 54 1081 608 1053
is_linear=0
shrinkage=0.00196078


Tree=3692
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 2 1 4 3 16 4 0 15 4 4 2 2 52 1 131 457 1 47 43 0 160 4
split_gain=44.174 6.96906 4.02058 4.00972 2.5385 2.37862 1.43898 1.28409 1.25531 1.20859 1.17095 1.02905 0.944264 0.883681 0.61028 1.0214 0.610683 0.524143 0.497052 0.678896 0.491612 0.481795 0.477649 0.466225 0.506428 0.446482 0.446165 0.416828 0.54564 0.411525
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.062655000000000016 0.31370500000000007 0.13501500000000002 0.077845000000000011 0.40473500000000007 0.12745000000000004 -0.52595999999999987 0.24564500000000003 -0.11173999999999999 -0.10653 0.024790000000000003 0.0061450000000000003 0.13501500000000002 -1.0000000180025095e-35 -0.56176499999999996 0.15471500000000002 0.09031500000000002 0.080930000000000016 0.082005000000000008 0.078345000000000012 -0.080324999999999994 -0.076579999999999995 -0.081069999999999989 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 25 6 13 11 12 -5 -6 18 -7 14 15 -1 -17 27 19 -4 -14 -9 -2 24 -22 -3 -11 -16 -29 -30
right_child=1 2 7 9 10 8 -8 21 -10 26 -12 -13 20 -15 17 16 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.001541203311845368 0.0014185247503790488 0.00065996494698947737 0.00046675790050981861 0.0012584313103297844 0.0012147690775264211 0.00083393066926719308 0.0016337256730437613 0.00039460550339869157 0.00091125225371322012 0.00087615955455535026 0.00074620593126367046 0.0008598333531977285 0.0014727515194438189 0.00096509605060583206 0.0013851250218053076 0.00096249630395323039 0.001360944962523787 0.0012255574796049471 0.00037517846498744351 0.00083110092399532305 0.0012277799771482599 8.0007942868214028e-05 0.0010854572945950079 0.00094806810092254012 0.0014116848349344461 0.0008861208920260612 0.00052863223003406148 0.0010471688802627956 0.0015238112077659586 0.00128909052870072
leaf_weight=25 49 185 51 28 70 21 70 61 48 49 29 41 38 23 1232 50 21 102 62 32 409 27 25 20 67 41 20 30 35 160
leaf_count=25 49 185 51 28 70 21 70 61 48 49 29 41 38 23 1232 50 21 102 62 32 409 27 25 20 67 41 20 30 35 160
internal_value=0 0.000738318 0.000668186 0.00130553 0.000815687 0.00132165 0.00135828 0.000493231 0.00121546 0.000914851 0.00107751 0.00058556 0.00124177 0.00134679 0.0013521 0.00120036 0.00108035 0.00136144 0.000508007 0.000607227 0.00125781 0.000298081 0.001306 0.00124134 0.00125367 0.000700993 0.000775427 0.00137095 0.00129335 0.00133122
internal_weight=0 673 599 2448 325 2351 1748 274 603 97 99 186 555 1678 1655 96 71 1559 145 83 534 88 74 496 476 226 69 1457 225 195
internal_count=3121 673 599 2448 325 2351 1748 274 603 97 99 186 555 1678 1655 96 71 1559 145 83 534 88 74 496 476 226 69 1457 225 195
is_linear=0
shrinkage=0.00196078


Tree=3693
num_leaves=31
num_cat=0
split_feature=1 3 0 4 2 133 150 150 156 403 160 3 3 1 3 1213 1212 9 43 2 150 13 2 49 133 13 15 52 52 403
split_gain=0.812964 0.196153 0.17355 0.114117 0.101116 0.119176 0.164088 0.149461 0.135815 0.158373 0.158216 0.126705 0.184482 0.111047 0.110986 0.102262 0.143965 0.0950624 0.102227 0.12986 0.139509 0.0960559 0.197854 0.0924399 0.104927 0.122661 0.131456 0.0931302 0.133828 0.0965984
threshold=0.10312500000000001 -0.07793499999999999 0.10455500000000001 0.40124500000000002 0.092120000000000021 0.017095000000000003 0.083555000000000004 0.083250000000000005 0.11386000000000002 -0.0014349999999999999 1.0000000180025095e-35 -0.14186499999999996 -0.10115999999999999 0.085605000000000014 0.097915000000000016 0.39818500000000007 0.11387000000000001 0.085355000000000014 -0.073404999999999984 0.11474000000000002 0.08926000000000002 -0.00096999999999999983 0.095545000000000005 -0.013914999999999999 0.089595000000000022 0.016935000000000002 -0.070929999999999979 -0.037344999999999996 -0.42635499999999998 -0.53255499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 4 15 6 8 23 9 -6 11 13 -13 -11 -14 16 -1 18 -3 20 21 -20 -23 -7 25 26 -25 28 -26 -29
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 -12 12 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 27 -27 -28 29 -30 -31
leaf_value=0.0087365564827853806 0.0069477420008363395 0.001985588172537973 -0.0058245560526847843 0.00098591110965406351 0.012772081470624967 0.0014638998825103047 -0.0012390088838791209 0.01592502946822116 0.013270360902594081 0.0042167601315304636 0.0094560448981773782 -0.0057902126200497159 0.0052356765421641555 0.014754622294622094 -0.0016660878081758577 0.014675108979489388 0.0027307335684848269 -0.0015139915246629356 0.01212253426719043 0.0033815319485006761 0.0011533059610950725 -0.0012795329371112444 0.011770893774855023 0.010118658871700367 0.0078644810604774178 0.0054897358449955431 0.019967015913647156 0.0023031918088062889 -0.0011593681622158599 0.009530320541572667
leaf_weight=1505 207 160 20 22 33 20 28 26 29 20 78 20 170 20 27 28 41 33 54 182 27 21 26 33 42 23 23 21 27 155
leaf_count=1505 207 160 20 22 33 20 28 26 29 20 78 20 170 20 27 28 41 33 54 182 27 21 26 33 42 23 23 21 27 155
internal_value=0 0.00434218 0.00331092 0.00815487 0.00822145 0.00730217 0.00615977 0.00861438 0.0066816 0.00616238 0.00551127 0.00431402 0.00336072 0.00948569 0.00428975 0.00868576 0.00857728 0.00367416 0.00403843 0.00509796 0.00753851 0.00924544 0.00593985 0.00806183 0.00846911 0.0116382 0.0141635 0.00744723 0.00433341 0.00866799
internal_weight=0 730 523 2391 2369 795 425 370 397 368 335 257 217 40 197 1574 1546 503 470 310 128 101 47 344 324 79 56 245 69 176
internal_count=3121 730 523 2391 2369 795 425 370 397 368 335 257 217 40 197 1574 1546 503 470 310 128 101 47 344 324 79 56 245 69 176
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=31
num_cat=0
split_feature=1 4 2 3 2 42 14 16 4 1 1 16 12 0 12 52 12 0 52 51 12 3 4 4 1373 1373 49 151 149 1446
split_gain=0.663875 0.207128 0.1581 0.20055 0.173918 0.110846 0.160722 0.329091 0.37615 0.105023 0.169156 0.108171 0.1059 0.102159 0.0852786 0.096504 0.0847156 0.109727 0.0837141 0.0835509 0.085409 0.0773709 0.109096 0.10833 0.0739714 0.108389 0.0837259 0.082625 0.122911 0.122386
threshold=0.10124500000000002 -0.39518999999999993 0.092235000000000025 -0.017889999999999996 -1.0000000180025095e-35 -0.019989999999999997 -0.22253999999999999 -0.11118499999999999 0.51164000000000009 0.13604000000000002 0.13021500000000003 -0.010264999999999998 -0.085119999999999987 0.22582000000000002 -0.085119999999999987 -0.054584999999999995 0.092465000000000006 0.0059850000000000016 0.056145000000000007 -0.047599999999999996 0.095565000000000011 0.092670000000000016 -0.059649999999999988 0.015030000000000002 0.086880000000000013 0.078175000000000008 0.12497000000000001 -0.15747499999999998 0.079625000000000015 0.11483500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 19 3 16 14 -4 7 -7 -9 10 11 12 -8 21 15 -5 17 -3 -11 20 -2 24 -23 -24 25 26 27 -1 29 -29
right_child=1 2 5 4 -6 6 9 8 -10 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014287148524696628 0.010852841367678983 0.014835038560378398 -0.0031075787924540539 -0.0038116806938143614 0.0085641082494162368 0.016479490784695374 -0.0018024149177862066 0.010867017422181866 -0.005675465600039128 -0.0035847627904818831 0.010701132384322895 -0.0028298390876443594 0.0044734494246799371 0.00025711275637149814 -0.0059450573021812107 0.0045106514111945507 0.0059726580063104327 0.0053435697442009338 0.0033747340347617867 0.012805164436576888 0.0022021441496908665 0.007634317464932489 -0.0031142142493850913 0.0065424352352108283 0.0022586894114143574 0.014773912204518206 0.0042018961121205699 0.0077417950151819175 0.014313599703434324 0.0016023819617023976
leaf_weight=21 21 29 36 22 29 24 35 27 28 56 24 40 116 20 21 38 124 21 25 32 25 60 26 21 26 21 72 2020 28 33
leaf_count=21 21 29 36 22 29 24 35 27 28 56 24 40 116 20 21 38 124 21 25 32 25 60 26 21 26 21 72 2020 28 33
internal_value=0 0.00399489 0.00344651 0.00526092 0.00191873 0.00219275 0.00270159 0.00670891 0.00244539 0.00163206 0.00278823 0.00179394 0.00301878 0.00737361 -0.000460474 0.00145913 0.0073738 0.0108486 -0.00143677 0.00888114 0.00615138 0.00743474 0.00480823 0.00120046 0.00756128 0.00762409 0.00755503 0.00766988 0.00773286 0.00764311
internal_weight=0 773 695 284 110 411 375 79 55 296 215 191 151 2348 81 60 174 50 81 78 46 2328 107 47 2221 2195 2174 2102 2081 2053
internal_count=3121 773 695 284 110 411 375 79 55 296 215 191 151 2348 81 60 174 50 81 78 46 2328 107 47 2221 2195 2174 2102 2081 2053
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 3 3 42 14 2 2 0 1 4 12 150 4 15 2 2 13 131 51 4 4 47 43 0 15
split_gain=44.6975 7.16538 4.24117 3.70162 2.57151 2.33948 1.35489 1.52244 1.35067 1.3478 1.32488 1.10872 0.909639 1.22845 0.915299 0.636947 0.629427 0.500839 0.485783 0.477822 0.824882 0.441511 0.439791 0.413787 0.413352 0.408877 0.401515 0.343683 0.33523 0.459884
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.076779999999999987 0.089410000000000003 0.098630000000000009 0.30112000000000005 0.12745000000000004 -0.0060199999999999993 0.062655000000000016 0.11474000000000002 0.14122000000000004 -0.10474999999999998 0.085345000000000018 0.0067750000000000006 0.088245000000000004 1.0000000180025095e-35 0.038415000000000012 -0.095869999999999983 0.13404500000000005 -1.0000000180025095e-35 -0.47860499999999995 0.09031500000000002 0.086685000000000012 -0.0070899999999999991 -0.51843499999999987 0.090100000000000013 -0.080324999999999994 -0.15202999999999997 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 8 26 9 7 19 -1 12 24 16 13 28 15 25 17 -7 -15 20 -4 -8 -2 -20 -6 -14 -3 -10 -5 -30
right_child=1 2 6 5 10 11 21 -9 27 -11 -12 -13 14 18 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001362516139360035 0.0015522318501241591 0.00079880054813924396 0.00057659335477404383 0.0016855547622240006 0.0015792933924525393 0.0014298838600254108 0.00053784831364645186 0.0010708797111057009 0.0010065557930331443 0.0017405221662297938 0.00080021163361355062 0.0010239980999952238 0.001796270283185206 0.0013442527624516704 0.0012988640981561998 0.0014591307650159964 0.0010967761256467259 0.0012808359721127678 0.00079196125748293362 0.00050040123144201208 0.00099077104182159533 0.00026197757988099401 0.0012326363301744647 0.0011908192640426112 0.0012509049957289415 0.0015309998456555268 0.0010299777128704691 0.00070524148297713616 0.0015567039007566223 0.0012161122947476788
leaf_weight=40 49 192 51 23 20 273 54 37 43 77 23 41 23 24 92 751 32 127 20 65 29 38 25 20 56 778 34 22 35 27
leaf_count=40 49 192 51 23 20 273 54 37 43 77 23 41 23 24 92 751 32 127 20 65 29 38 25 20 56 778 34 22 35 27
internal_value=0 0.000868636 0.000797523 0.0014392 0.000949017 0.00145534 0.000617833 0.000715864 0.00107903 0.0014865 0.00121254 0.00133215 0.00147559 0.00132889 0.00148889 0.00150015 0.00136139 0.00138256 0.00112371 0.000625274 0.000726733 0.000423902 0.00144426 0.00099139 0.00133732 0.00153862 0.000833579 0.000904572 0.00148338 0.00140838
internal_weight=0 673 599 2448 325 2343 274 182 105 1870 99 473 1793 149 1644 1552 432 400 64 145 80 92 74 40 76 801 226 65 85 62
internal_count=3121 673 599 2448 325 2343 274 182 105 1870 99 473 1793 149 1644 1552 432 400 64 145 80 92 74 40 76 801 226 65 85 62
is_linear=0
shrinkage=0.00196078


Tree=3696
num_leaves=31
num_cat=0
split_feature=1 3 4 48 51 47 403 3 11 132 14 15 16 15 0 1 0 16 0 47 1 11 43 16 132 48 3 1 15 43
split_gain=0.700164 0.203785 0.148777 0.150558 0.144968 0.14133 0.134431 0.126645 0.124383 0.121703 0.114436 0.102076 0.14355 0.156 0.116921 0.10693 0.0976875 0.136678 0.0903181 0.0843226 0.0806358 0.0749517 0.187837 0.0878385 0.0978584 0.0834519 0.137848 0.0815802 0.0741945 0.0683182
threshold=0.10124500000000002 0.31299000000000005 -0.04890499999999999 0.14093000000000003 0.10681500000000001 0.10621500000000002 -0.0059799999999999992 -0.13309499999999996 0.093970000000000012 0.089365000000000014 -0.46413499999999996 -0.094329999999999983 -0.4179199999999999 -0.41396999999999995 -0.22491999999999998 0.12656000000000003 -0.070499999999999993 0.15273500000000004 0.22582000000000002 0.11370000000000001 0.15471500000000002 1.0000000180025095e-35 -0.15879999999999997 -0.016164999999999995 0.081160000000000024 0.10168500000000001 -0.073309999999999986 0.083135000000000014 -0.013969999999999998 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 16 4 5 6 -4 8 -8 10 -9 12 15 -14 -13 -12 -2 -18 21 -7 -3 25 -23 24 -24 29 -27 -25 -16 -1
right_child=1 20 3 -5 -6 19 7 9 -10 -11 11 14 13 -15 28 -17 17 -19 -20 -21 -22 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=0.0081337526522178936 0.013802536933023172 0.0019247786809335758 -0.0045135210312548133 -0.0031486260337540168 0.0099428408318496461 0.01279128224705346 0.011883961394264855 0.010332678097554228 0.0025922108630184086 -0.0046637518261559308 0.0091571090820555881 -0.0015735582293321688 -0.0098586840776815308 0.0011666585155057185 0.0045324483596078761 0.00063103438587859279 0.0015063381533015191 0.0091824340122139518 0.0011203219182789326 0.005810247021426837 -0.0043224824626964557 0.0033911180822178721 0.0049549460178241137 0.020344735332764687 0.014302330117650509 0.0073941549478719632 -0.00036160104033170328 0.011982567747639094 0.010467088611089978 0.0066167862454605516
leaf_weight=1739 24 88 21 26 47 24 34 22 25 20 24 24 21 33 77 38 34 73 20 62 27 30 24 20 21 75 33 28 29 358
leaf_count=1739 24 88 21 26 47 24 34 22 25 20 24 24 21 33 77 38 34 73 20 62 27 30 24 20 21 75 33 28 29 358
internal_value=0 0.00434186 0.00502065 0.00427095 0.004656 0.00410868 0.00325575 0.00372594 0.00794678 0.00286125 0.00342282 0.00280486 0.000648425 -0.00312097 0.00472907 0.00393145 0.0080366 0.0067433 0.00781169 0.00775844 0.00045803 0.00786918 0.0102716 0.0124911 0.00931706 0.00773516 0.00502434 0.0154668 0.00615608 0.00787478
internal_weight=0 773 658 527 501 454 368 347 59 288 268 246 116 54 130 62 131 107 2348 86 115 2328 123 93 45 2205 108 48 106 2097
internal_count=3121 773 658 527 501 454 368 347 59 288 268 246 116 54 130 62 131 107 2348 86 115 2328 123 93 45 2205 108 48 106 2097
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=31
num_cat=0
split_feature=1 52 3 4 12 47 2 50 2 1 13 2 39 11 13 0 1 4 2 2 15 16 1447 15 131 12 3 2 12 2
split_gain=25.5058 4.00804 2.50798 2.03522 1.5475 1.48319 1.0368 1.02232 0.867287 0.74084 0.701128 0.656938 0.609649 0.570169 0.499253 0.492061 0.47669 0.757407 0.473684 0.432797 0.423303 0.426575 0.400107 0.339596 0.32069 0.301981 0.273146 0.266321 0.416166 0.309311
threshold=0.10538500000000002 -0.40306999999999998 0.31534000000000006 0.27834500000000006 -0.029094999999999999 0.078345000000000012 0.089775000000000008 0.10616500000000001 1.0000000180025095e-35 0.09253500000000002 -0.47860499999999995 0.13754500000000003 0.087735000000000021 1.0000000180025095e-35 -0.10278499999999999 -0.063634999999999983 0.088975000000000012 -0.087894999999999987 0.14285500000000004 0.094835000000000017 0.013270000000000002 -0.42170999999999997 -0.082869999999999985 -0.016799999999999995 0.09031500000000002 -0.26532499999999998 -0.15121499999999996 1.0000000180025095e-35 0.082850000000000021 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 5 4 9 7 14 12 15 19 25 13 18 16 -6 -7 22 -18 20 -1 21 26 -8 -23 -2 -4 -3 28 -16 -29
right_child=1 2 10 -5 6 8 11 -9 -10 -11 -12 -13 -14 -15 27 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011247108200196946 0.0010802995066967018 0.00046159638584105349 0.00047687680258286458 0.0005300748431084387 0.0012167524295375947 0.0009893777664580375 0.0012058250873891356 0.00083319905439233467 0.00056031421919640182 0.00063439055718200602 -3.2721007678854772e-05 0.00069230385351714847 0.0003492684642573232 0.0011136285471361411 0.00074009527383353925 0.00062951783507881492 0.0010165481809891906 0.00058106439974429697 0.00024739659346520584 0.00081281681855519612 0.00078378210517087582 0.00049263931805747067 0.00094833322713974721 0.00020834156659011748 0.00080543444495575101 0.00019323466001649887 0.00073658921633366469 0.0012648175135741824 0.0010009233333877312 0.0010391733136371219
leaf_weight=26 47 21 27 38 55 48 24 30 62 65 33 37 129 83 25 21 28 34 22 50 26 84 697 20 25 31 41 24 397 871
leaf_count=26 47 21 27 38 55 48 24 30 62 65 33 37 129 83 25 21 28 34 22 50 26 84 697 20 25 31 41 24 397 871
internal_value=0 0.000547917 0.000495043 0.000980327 0.000987408 0.000549136 0.000999763 0.000486099 0.000728622 0.000788076 0.000195452 0.000948166 0.00045574 0.000959098 0.00103372 0.000879855 0.000942717 0.000777734 0.000519922 0.000919517 0.000551149 0.000514712 0.000956904 0.000437967 0.00098486 0.000325275 0.000643446 0.00102608 0.000985471 0.00104522
internal_weight=0 667 595 2454 2416 504 2275 373 131 141 91 903 343 866 1372 69 783 62 214 76 192 166 721 104 72 58 62 1317 422 895
internal_count=3121 667 595 2454 2416 504 2275 373 131 141 91 903 343 866 1372 69 783 62 214 76 192 166 721 104 72 58 62 1317 422 895
is_linear=0
shrinkage=0.00196078


Tree=3698
num_leaves=31
num_cat=0
split_feature=1 3 4 48 4 2 9 40 14 2 133 156 150 3 0 2 475 133 0 403 0 11 480 52 159 16 1447 158 52 158
split_gain=0.684194 0.181417 0.117114 0.120775 0.110089 0.0968224 0.156003 0.107171 0.10481 0.0904953 0.0960409 0.147586 0.135906 0.13231 0.103148 0.152868 0.0868366 0.0862843 0.193657 0.127816 0.117381 0.094718 0.0882817 0.134734 0.279774 0.205551 0.274429 0.125309 0.127368 0.164464
threshold=0.10293500000000001 0.31299000000000005 -0.39518999999999993 -0.082654999999999992 0.40124500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.07632499999999999 -0.47013499999999991 0.092120000000000021 0.017095000000000003 0.11386000000000002 0.083250000000000005 0.090900000000000009 -0.14226499999999997 0.092755000000000018 -0.054724999999999989 -0.14816999999999997 -0.082084999999999977 0.26430000000000003 -0.08841499999999998 0.080705000000000013 0.091250000000000012 0.11639500000000001 -0.46267499999999995 -0.039889999999999988 -0.08039499999999998 0.086925000000000016 0.008405000000000001 0.10398500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 9 6 7 -5 -7 17 11 13 -12 14 -11 -16 -10 18 19 20 -1 22 23 27 -25 -26 -27 -19 29 -29
right_child=1 -3 3 5 -6 8 -8 -9 16 10 12 -13 -14 -15 15 -17 -18 21 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.011516613815318259 0.0088600241510635794 0.0006198323031118059 0.011722684537314556 0.0045097111010303104 0.00071476459587839524 0.0096045252396090141 0.0070286935430767311 -0.0049406434874981649 -0.0037485362762319191 0.011005140104527146 0.0076101589799712436 0.013071693830015311 0.015246467912569643 0.00032565368960301084 -0.0021808513503250044 0.0061259611672640968 0.002942466964121582 0.0077472396124297089 0.0033536048622095382 0.0062372607877478007 0.01915982752107084 0.013588672179806359 0.012218280711828773 0.011523290237602898 -0.0057164669469265007 -0.0036660246868533172 0.01093760784715414 0.014648221557339034 0.016446450589732691 0.0056224153548100732
leaf_weight=54 68 115 22 30 22 22 184 20 21 38 344 27 25 45 24 288 254 1118 29 25 32 30 46 39 28 22 31 33 33 52
leaf_count=54 68 115 22 30 22 22 184 20 21 38 344 27 25 45 24 288 254 1118 29 25 32 30 46 39 28 22 31 33 33 52
internal_value=0 0.00426819 0.00494381 0.00446225 0.007756 0.00416144 0.00568273 0.000729569 0.00296285 0.00782156 0.00694915 0.00591877 0.00812752 0.00542984 0.00608609 0.00548698 0.00243152 0.00826054 0.01063 0.012531 0.0143606 0.00802889 0.00790992 0.00776376 0.00456467 0.00121423 0.00487572 0.00807436 0.0111736 0.00912655
internal_weight=0 736 621 553 2385 531 234 50 297 2363 791 422 369 395 350 312 275 1572 140 111 86 1432 1402 1356 120 81 53 1236 118 85
internal_count=3121 736 621 553 2385 531 234 50 297 2363 791 422 369 395 350 312 275 1572 140 111 86 1432 1402 1356 120 81 53 1236 118 85
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=31
num_cat=0
split_feature=1 11 4 3 15 0 402 12 2 15 376 4 1 2 1 3 3 51 2 11 11 43 4 3 12 42 2 481 481 1444
split_gain=0.55699 0.164286 0.157817 0.153324 0.136915 0.0971199 0.0955694 0.122884 0.100005 0.107376 0.134566 0.08057 0.10215 0.171036 0.115325 0.0784371 0.142966 0.104612 0.12471 0.104731 0.116448 0.0858973 0.141729 0.0780125 0.0792098 0.0990407 0.0820031 0.0779492 0.120437 0.11883
threshold=0.10124500000000002 -1.0000000180025095e-35 -0.04890499999999999 0.149315 0.050935000000000008 -0.030209999999999997 0.099740000000000009 -0.26532499999999998 1.0000000180025095e-35 -0.41942499999999994 0.083960000000000021 0.042705000000000007 0.083345000000000016 0.087955000000000019 0.093400000000000025 0.10299500000000002 0.12745000000000004 -0.13782999999999998 0.121465 0.084110000000000004 0.080455000000000013 -0.085154999999999995 -0.043364999999999994 -0.082484999999999989 0.093965000000000007 0.094165000000000013 -1.0000000180025095e-35 0.11393500000000002 0.0028200000000000005 -0.084274999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 5 6 -3 7 -4 9 -9 23 15 13 -13 -14 17 -17 21 19 20 27 -1 -23 -11 26 -26 -25 28 29 -19
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 -12 12 14 -15 -16 16 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.015230284313912747 -0.005033401041291654 0.012976676023432188 0.011697213994339109 -0.00053974421779540453 -0.0037986526191234591 0.0067283527357070612 -0.0030352374666836116 0.0014593368308302367 0.0026101497198218826 0.011966834721070799 -0.0010563708189874888 0.015308315600268544 -0.0037038977946276253 0.0056831069493394658 0.0051431081638239869 -0.0026351707394827498 0.0087652083258779549 -5.5875383656133307e-05 0.00053391077921592764 0.0013980316991607348 0.014132901294156909 0.013458569010253996 0.0051204570730097911 0.0041098013265218466 -0.00012362235380957524 0.0081459147254853252 0.012179502524325952 0.0022896436673979603 0.014103624747636226 0.0073407149883571859
leaf_weight=27 20 35 20 22 25 86 20 53 327 33 20 20 23 240 41 22 22 22 28 30 25 36 47 20 30 28 34 31 26 1708
leaf_count=27 20 35 20 22 25 86 20 53 327 33 20 20 23 240 41 22 22 22 28 30 25 36 47 20 30 28 34 31 26 1708
internal_value=0 0.00391186 0.00414945 0.00713949 0.00344851 0.00853572 0.00375822 0.00399869 0.00371618 0.00537522 0.00663306 0.00700666 0.00554256 0.00642351 0.00196372 0.00724103 0.00306502 0.00733383 0.00715754 0.00725822 0.00735525 0.0103308 0.00873699 0.00769367 0.00643461 0.00386857 0.00919072 0.00726043 0.00734818 0.00724665
internal_weight=0 773 753 143 610 121 585 565 545 218 165 2348 324 260 64 2024 44 1980 1870 1842 1812 110 83 145 112 58 54 1787 1756 1730
internal_count=3121 773 753 143 610 121 585 565 545 218 165 2348 324 260 64 2024 44 1980 1870 1842 1812 110 83 145 112 58 54 1787 1756 1730
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=31
num_cat=0
split_feature=1 3 15 2 13 159 148 3 160 151 14 4 15 393 393 2 147 15 0 49 14 49 41 393 50 1208 1209 1208 1209 52
split_gain=0.45292 0.174393 0.124413 0.101964 0.101846 0.0974367 0.108188 0.105838 0.0981837 0.0924233 0.0906548 0.131469 0.137325 0.0900503 0.126441 0.0865471 0.0828613 0.0882054 0.0823236 0.126309 0.131138 0.127347 0.099381 0.0812847 0.0777798 0.0757642 0.167294 0.100336 0.139675 0.0775594
threshold=0.094385000000000011 0.31534000000000006 -0.085319999999999993 0.14530500000000005 -0.47860499999999995 0.10395500000000001 -0.0084749999999999982 0.13524500000000003 0.096485000000000015 -0.079914999999999986 -0.10708499999999999 0.50996500000000011 -0.46471999999999997 0.12765500000000005 0.10938000000000002 0.14960000000000004 0.089365000000000014 0.13592500000000005 -0.14832499999999996 -1.0000000180025095e-35 0.077685000000000018 -0.069799999999999987 0.078065000000000009 0.10358500000000001 0.11375500000000001 0.11846000000000001 0.11495000000000001 0.099975000000000008 -0.094304999999999986 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 10 5 15 6 9 8 -8 -4 11 24 -13 14 16 -3 17 18 19 21 -21 -1 -22 25 -2 26 27 28 -20 -30
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 23 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0093529456771928102 0.013018248022462315 -0.00086614006726744557 0.0043792111603052995 -0.0012727443128824234 -0.0047881279029807601 0.011410933160888297 0.0059928161678714483 -0.00071423223707824948 0.013065789631080061 -0.0037652682978659871 0.002107027476784807 0.0079679952654987587 -0.0031492189178243279 0.012774214537983592 -0.0013777942574095159 0.0069454095326364042 0.0013694471708731726 0.0019038162631459716 -0.0017905210100469136 0.015843960988826844 0.012039865909277329 -0.0012608843331690879 0.0032704909564927223 0.012608909567019769 0.0049392798661508346 0.012475738297216595 -0.0013837488484568896 0.012696345794945954 0.0067240263452659557 0.0050407469945336443
leaf_weight=26 26 37 38 22 33 28 300 22 21 22 304 20 25 22 21 23 32 41 21 36 28 20 24 21 22 20 28 25 1477 336
leaf_count=26 26 37 38 22 33 28 300 22 21 22 304 20 25 22 21 23 32 41 21 36 28 20 24 21 22 20 28 25 1477 336
internal_value=0 0.00378535 0.00423517 0.00536776 -0.000325925 0.00570671 0.00531039 0.00599567 0.00645553 0.0013929 0.00294283 0.00567493 0.00179177 0.0064088 0.00634385 0.00212829 0.0064198 0.00649665 0.00658797 0.0089847 0.0112044 0.00473824 0.00799246 0.00642139 0.00931539 0.00635325 0.00628836 0.00640392 0.00631814 0.00641207
internal_weight=0 943 850 453 93 431 403 343 321 60 397 93 45 2178 2156 60 2135 2103 2062 134 88 46 52 1928 48 1907 1887 1859 1834 1813
internal_count=3121 943 850 453 93 431 403 343 321 60 397 93 45 2178 2156 60 2135 2103 2062 134 88 46 52 1928 48 1907 1887 1859 1834 1813
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 1 2 2 49 4 1 1 1 1 52 1 2 2 40 50 4 16 47 48 12 0
split_gain=55.222 8.24234 5.08914 4.03914 2.87971 2.79012 2.6392 1.8037 1.78124 1.51111 1.40582 1.17798 0.68444 0.630537 0.607782 0.600645 0.59374 0.584964 0.475494 0.450891 0.623165 0.382251 0.382215 0.36563 0.333583 0.34588 0.307231 0.27265 0.397805 0.253214
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.077845000000000011 0.10731 0.089775000000000008 -0.054984999999999992 -0.15289999999999995 0.091195000000000012 0.13075500000000004 0.16175000000000003 0.13604000000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.087675000000000017 -0.077474999999999988 0.041865000000000006 0.038415000000000012 -0.10850999999999998 0.090280000000000013 0.090720000000000009 0.090545000000000014 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 8 22 11 -4 -9 14 -2 -12 -1 -5 23 -15 -13 24 -21 -10 -3 -6 27 -26 -14 28 29 -20
right_child=1 4 9 15 16 -7 -8 10 21 -11 13 18 26 17 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013523329910573722 0.0008326716911609825 0.00046393277456330576 0.0012227316697438558 0.00070474943426115065 0.00017800983110419515 0.00082289463630420899 0.0006793440778937814 0.0009108934073691888 0.0016961250562293857 0.00068484936176998058 0.00089743578696952148 0.0014347716098856132 0.0013078362090090494 0.00057287320059363773 0.0012394868940407153 0.00033772312210702713 -0.00010848681320263252 0.00022302418964611492 0.0014136855790694636 0.00081468148622264845 0.0012099691113268119 0.0014289508893543263 0.00021364283716293419 0.000477100879538293 0.0012491838417157872 0.0010849416299777872 0.0011082312445235408 0.0011640584621879541 0.0012501089293666247 0.0011920930829897424
leaf_weight=1106 23 45 28 60 55 48 26 61 50 71 20 46 56 147 220 24 21 21 114 23 46 35 49 22 109 90 63 82 336 24
leaf_count=1106 23 45 28 60 55 48 26 61 50 71 20 46 56 147 220 24 21 21 114 23 46 35 49 22 109 90 63 82 336 24
internal_value=0 0.000636225 0.00127248 0.000940704 0.000480188 0.00129079 0.00130053 0.000564882 0.00130761 0.000836978 0.000652245 0.00129683 0.00114232 0.000568322 0.00133361 0.000599885 0.000183761 0.000529142 0.00124076 0.00122993 0.00107821 0.00158611 0.000333462 0.000263464 0.0012438 0.0011749 0.00120216 0.00126845 0.00128651 0.00137515
internal_weight=0 667 2454 226 441 2355 2307 343 2281 99 249 2196 142 188 1326 84 98 168 870 824 69 85 94 77 755 199 119 556 474 138
internal_count=3121 667 2454 226 441 2355 2307 343 2281 99 249 2196 142 188 1326 84 98 168 870 824 69 85 94 77 755 199 119 556 474 138
is_linear=0
shrinkage=0.00196078


Tree=3702
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 1 2 48 14 0 15 50 4 156 475 15 1 47 0 0 43 0 15 157 49 4
split_gain=67.8026 10.4214 6.01681 5.46491 3.68737 3.13406 1.8553 1.56283 1.75932 1.54817 1.25633 1.03463 1.02451 0.88244 1.79762 0.708564 0.682945 0.514834 0.633742 0.695816 0.532916 0.48787 0.477923 0.46573 0.570243 0.595626 0.563819 0.447475 0.438409 0.436064
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.14122000000000004 -0.015314999999999997 0.062655000000000016 -0.10607499999999999 -0.11033999999999998 0.086295000000000011 0.0082450000000000006 1.0000000180025095e-35 -0.08230999999999998 0.040760000000000005 0.095950000000000021 0.090100000000000013 -0.14226499999999997 -0.076579999999999995 -0.061959999999999994 -0.071719999999999992 0.035560000000000008 0.11779500000000001 -0.078034999999999979 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 12 -6 8 -4 -5 11 -7 13 14 -1 -9 23 18 -13 20 -20 -3 -16 -15 26 -26 -25 -19 -11 -2
right_child=1 2 7 9 6 10 -8 15 -10 28 -12 17 -14 16 22 -17 -18 27 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015894536110533386 0.0014299791864320341 0.00054960930902583926 0.00071099080393045042 0.001215327720371566 0.0011894041724249305 0.00091318655393871604 0.00055380372671157954 7.6506454799393257e-05 0.00029183825502905516 0.00086233631238237648 0.00091718024953251994 0.0015509159332897815 0.0016504283037783601 0.0014303094351107021 0.0011695728705660548 0.0004690571668609286 0.0012085950011204855 0.0015002390769462302 0.0012174481563813682 0.0013400624455646879 0.00091524557687484452 0.00080443652477781393 0.00084223697731675834 0.00096111041924157065 0.001219842327750122 0.0014986080943901977 0.0013662351697098975 0.0012266867223701674 0.00053515851488519534 0.0011084429335360432
leaf_weight=35 50 192 63 34 76 30 23 90 99 31 41 28 62 1159 47 22 64 71 344 206 24 34 27 28 47 79 25 34 32 24
leaf_count=35 50 192 63 34 76 30 23 90 99 31 41 28 62 1159 47 22 64 71 344 206 24 34 27 28 47 79 25 34 32 24
internal_value=0 0.000631499 0.000545738 0.00133423 0.000726179 0.00135304 0.00104174 0.000331713 0.000454842 0.00087813 0.00125125 0.00126983 0.00140339 0.00139326 0.00122331 0.000153615 0.00140647 0.00128497 0.00126287 0.00124882 0.00119774 0.000587946 0.00105014 0.00141593 0.00132285 0.00139462 0.00115221 0.00141166 0.000696151 0.0013257
internal_weight=0 673 599 2448 325 2351 99 274 162 97 778 737 1573 1511 109 112 1402 707 602 574 368 226 74 1338 179 126 53 105 63 74
internal_count=3121 673 599 2448 325 2351 99 274 162 97 778 737 1573 1511 109 112 1402 707 602 574 368 226 74 1338 179 126 53 105 63 74
is_linear=0
shrinkage=0.00196078


Tree=3703
num_leaves=31
num_cat=0
split_feature=1 1 155 124 376 123 11 43 13 3 150 48 45 12 1 15 51 50 149 12 2 16 123 133 2 1 12 12 48 133
split_gain=0.724845 0.178493 0.142552 0.122658 0.106538 0.104817 0.0970183 0.0961809 0.0991673 0.129012 0.0845956 0.134951 0.103187 0.082308 0.0787199 0.076401 0.0797737 0.081713 0.0821156 0.0755418 0.0748336 0.08918 0.0689282 0.108665 0.109051 0.0836425 0.0749805 0.094177 0.153615 0.0684297
threshold=0.10293500000000001 0.16773500000000005 0.10158500000000002 -0.076779999999999987 0.084545000000000009 0.12630500000000003 0.095720000000000013 -0.24021999999999996 0.10820000000000002 -0.15713499999999997 0.116995 -0.065224999999999991 0.10526500000000001 0.093965000000000007 0.11751000000000002 -0.56368999999999991 -0.24351499999999995 0.10883000000000001 0.077335000000000015 0.089570000000000025 0.13404500000000005 0.13751500000000003 0.088610000000000008 0.089405000000000012 0.12198500000000001 0.12337000000000002 -0.097494999999999984 -0.010834999999999999 0.085130000000000025 0.11524500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 7 20 -2 9 -9 11 -11 15 -4 -12 -13 -17 18 22 -19 29 -22 23 24 26 -26 -18 28 -28 -5
right_child=1 -3 13 6 -6 -7 -8 8 -10 10 14 12 -14 -15 -16 16 17 19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0019490005517582177 0.010577315735914139 -0.0044885350350776449 0.013847385821017353 0.0082878846207587575 0.0094393466944219899 -0.0031235223845578735 0.0009804637788329274 0.011209956945206684 -0.0008226033009123058 0.011547468714416028 0.0034138771505760296 0.0097268999088555574 0.011030579230282457 0.0064105995890239012 -0.0048003883869387216 0.0077109827845094686 0.008588865120976192 0.0034708394535950256 0.0080493841514301789 0.011517586976988242 0.00025932387507054955 0.0088363859945357875 0.0051230244951224642 -0.0051278601672189936 0.0037942308379570024 -0.0040051847272975878 -0.0075991311437627745 0.004164279553147898 0.0041122521952881167 0.0067054324631935407
leaf_weight=64 23 23 22 1906 27 20 20 26 40 25 28 20 20 46 20 39 23 28 24 20 27 22 57 24 20 44 21 99 24 319
leaf_count=64 23 23 22 1906 27 20 20 26 40 25 28 20 20 46 20 39 23 28 24 20 27 22 57 24 20 44 21 99 24 319
internal_value=0 0.00418212 0.00446182 0.00777205 0.00417141 0.00400271 0.00791489 0.00423075 0.00398827 0.00433068 0.00399699 0.00439099 0.00400458 0.00881662 -8.73349e-06 0.00368737 0.00340182 0.00296417 0.00241281 0.00682365 0.00797588 0.00411025 0.00197923 0.0012765 0.00194189 -0.00156787 0.00328695 0.00244011 -0.00135306 0.00806101
internal_weight=0 736 713 2385 91 645 2294 625 602 562 536 488 463 68 48 443 423 384 336 48 2274 49 312 255 231 64 167 144 45 2225
internal_count=3121 736 713 2385 91 645 2294 625 602 562 536 488 463 68 48 443 423 384 336 48 2274 49 312 255 231 64 167 144 45 2225
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 150 1 2 49 50 2 4 40 2 1 1447 15 475 39 1 1 15 0 47
split_gain=53.4414 8.0932 4.63024 4.14746 2.78003 2.7403 1.71572 1.57907 1.712 1.43262 1.41596 0.920745 0.865582 1.07948 0.759751 0.74192 0.691716 0.680915 0.599113 0.592632 0.573671 0.512196 0.490332 0.488227 0.432438 0.401812 0.371081 0.368517 0.47182 0.320565
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.14960000000000004 1.0000000180025095e-35 0.089625000000000024 0.090050000000000005 -0.054984999999999992 0.041865000000000006 -0.0091949999999999983 -0.15464999999999998 -0.077474999999999988 0.088850000000000012 0.13436000000000001 -0.082869999999999985 -0.41942499999999994 -0.07550999999999998 0.08733500000000001 0.11910500000000002 0.12958500000000003 -0.15914499999999995 -0.10607499999999999 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 12 18 26 -4 11 23 19 16 -2 22 -14 -10 -3 27 -19 -21 -6 -7 -24 -5 -9 -1 -29 -16
right_child=1 4 9 25 15 10 -8 8 17 -11 -12 -13 13 -15 29 -17 -18 20 -20 21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018840525414095539 0.0011292860108822306 0.00082492554122034242 0.001486155846195925 0.0010261891109027315 0.00060883957522394206 0.0016797868146702442 0.0019080147084304551 0.001400238295006596 0.001218144058012495 0.00098942931994323814 0.0010099837387916189 0.0011446012074456495 0.0012320442310989358 0.0011795071022717427 0.0016265172187854594 0.00081172089988821498 0.0015861185530449034 0.00088400000983052292 0.00051156542416350419 0.0018045802847948666 0.00057337062067122949 0.0015657526174785836 9.3168713381070918e-05 0.0014788376030074649 0.00047339538949123326 0.0007530202507720022 0.0010617603770658082 0.00145516709143842 0.0016655119255368197 0.0014226267354866073
leaf_weight=28 23 45 34 47 29 54 79 33 20 65 26 29 23 32 56 23 273 149 49 37 27 516 23 334 23 37 20 43 881 63
leaf_count=28 23 45 34 47 29 54 79 33 20 65 26 29 23 32 56 23 273 149 49 37 27 516 23 334 23 37 20 43 881 63
internal_value=0 0.000949513 0.00157543 0.00125122 0.000794894 0.00159289 0.00162509 0.000878109 0.000959851 0.00116002 0.00145394 0.00148162 0.00161289 0.00152162 0.00145552 0.000503642 0.00155861 0.000875306 0.000661578 0.00163278 0.000836347 0.00158173 0.000409164 0.0015068 0.000283282 0.000905865 0.00127251 0.00166244 0.00165572 0.00151858
internal_weight=0 667 2454 226 441 2355 1912 343 249 99 443 417 1833 328 142 98 296 196 94 1505 176 553 75 388 46 84 53 952 924 119
internal_count=3121 667 2454 226 441 2355 1912 343 249 99 443 417 1833 328 142 98 296 196 94 1505 176 553 75 388 46 84 53 952 924 119
is_linear=0
shrinkage=0.00196078


Tree=3705
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 47 2 2 4 150 0 49 4 1 0 12 47 0 156 3 4 14 131 3 131 2
split_gain=34.4839 5.40146 3.44817 3.16634 2.19591 1.69297 1.23107 0.964311 0.964152 0.903576 0.839112 0.643999 0.658482 0.609362 0.598803 1.0231 0.690248 0.659929 0.407699 0.371295 0.349273 0.336036 0.612468 0.437061 0.324361 0.318309 0.313879 0.31212 0.302501 0.481834
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.13082500000000002 0.14960000000000004 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.085345000000000018 -0.14454499999999995 0.11734000000000001 0.090100000000000013 -0.07929499999999999 -1.0000000180025095e-35 -0.12711499999999995 -0.0070899999999999991 -0.46166999999999997 0.09031500000000002 -0.017889999999999996 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 14 -5 24 11 13 12 -4 19 15 17 21 18 -1 -7 25 -16 -23 -24 -6 -3 -2 -14 29 -13
right_child=1 2 9 7 8 10 -8 -9 -10 -11 -12 28 27 -15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013159302269377293 0.0012263035160032074 0.00076118856387530332 0.0006611261051850531 0.0010514818011614416 0.0012648172062757772 0.0010964208796253759 0.0014068354416770833 0.00064395156628585689 0.0005922767399982546 0.0007008572546238855 0.00069089173697508297 0.00027272247663448696 0.00051840993287169065 0.00077979098640236196 0.0011959828859925627 0.0013248173645768549 0.0010227305209836756 0.00080218576464335283 0.0009643270862380079 0.00090698938354168059 0.00077575336810901778 0.0014431271152626421 0.00091685304065155832 0.0011350625501998282 0.0009739185623428067 0.00052747240849605802 0.00095437279869528384 0.00028655881082131489 0.00045351498066356372 -7.9446320111552877e-05
leaf_weight=21 47 26 39 34 20 343 79 65 23 34 26 59 33 29 1134 36 118 59 32 45 34 23 39 371 56 162 25 69 20 20
leaf_count=21 47 26 39 34 20 343 79 65 23 34 26 59 33 29 1134 36 118 59 32 45 34 23 39 371 56 162 25 69 20 20
internal_value=0 0.000624642 0.000563261 0.00112743 0.000701169 0.00114187 0.00116718 0.000783911 0.000944022 0.000401698 0.00103265 0.000359317 0.000444426 0.00105396 0.00115685 0.00103727 0.00116735 0.000944839 0.00110364 0.00107445 0.00059287 0.00117824 0.00113177 0.00111431 0.00105047 0.000559795 0.00113188 0.000361569 0.000238101 0.000183566
internal_weight=0 667 595 2454 321 2355 1912 99 99 274 443 240 141 417 1833 148 1685 112 53 388 222 1567 433 410 76 188 72 102 99 79
internal_count=3121 667 595 2454 321 2355 1912 99 99 274 443 240 141 417 1833 148 1685 112 53 388 222 1567 433 410 76 188 72 102 99 79
is_linear=0
shrinkage=0.00196078


Tree=3706
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 1 2 2 0 1 4 150 15 52 1 12 4 4 0 15 3 131 160 159 16 0
split_gain=53.0518 8.02044 5.24118 4.71124 2.66612 2.66186 1.57144 1.35992 1.46343 1.35071 1.22929 1.13447 0.837238 1.25613 0.898807 0.678744 0.634347 0.582371 0.563422 0.544502 0.722105 0.539259 0.512803 0.579476 0.49192 0.435172 0.36287 0.517867 0.638881 0.361655
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.30112000000000005 0.12745000000000004 0.077845000000000011 0.11474000000000002 0.14122000000000004 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 -0.095869999999999983 0.048770000000000008 0.13075500000000004 0.090455000000000021 -0.52556499999999995 0.038415000000000012 -0.15202999999999997 -0.03241999999999999 -0.13927999999999999 0.09031500000000002 -0.082179999999999989 -0.032739999999999991 -0.040964999999999994 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 -3 6 12 8 18 -5 -6 15 13 22 19 21 -15 -9 -4 20 -14 29 -1 -24 -22 -2 27 -21 -29 -7
right_child=1 2 7 9 10 11 -8 17 -10 -11 -12 -13 14 16 -16 -17 -18 -19 -20 26 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017169110305473932 0.0015097202253895026 0.00076894622989011493 0.00075740233952791306 0.0013546598496056404 0.0012750122457804202 0.0014227731221196365 0.0017418509439571968 0.00021010343695296814 0.00096460420048041014 0.00084404470909807145 0.00075763958996163407 0.00098978536998980461 0.0018733973596610275 0.0013540050956497615 0.0012951904285612803 0.0010463352403999155 0.00094143064876189852 0.00053765005797293838 0.00046267772350696049 0.0014503742922928912 0.0012071626297399109 0.0012484326722793746 0.0015326633506796273 0.0011370838211934549 0.0015035906797622903 0.0011918071718776927 0.001449889283704817 0.0013946366193247775 0.00089902696948425441 0.0011659233949170189
leaf_weight=23 49 226 32 28 76 252 76 60 37 69 23 41 20 23 110 30 38 32 113 47 22 131 35 24 994 25 422 20 20 23
leaf_count=23 49 226 32 28 76 252 76 60 37 69 23 41 20 23 110 30 38 32 113 47 22 131 35 24 994 25 422 20 20 23
internal_value=0 0.000793315 0.000718079 0.00141492 0.000886488 0.00143239 0.00146568 0.000518324 0.000616537 0.000991439 0.00115481 0.00130162 0.001454 0.00131006 0.00146644 0.00133094 0.00109699 0.000324033 0.00052772 0.00147863 0.00150444 0.00135197 0.00146856 0.00137175 0.00149717 0.00140232 0.00142612 0.00131081 0.00114683 0.00140129
internal_weight=0 673 599 2448 325 2351 1874 274 182 97 99 477 1798 143 1655 436 61 92 145 1545 1036 406 82 59 1016 74 509 87 40 275
internal_count=3121 673 599 2448 325 2351 1874 274 182 97 99 477 1798 143 1655 436 61 92 145 1545 1036 406 82 59 1016 74 509 87 40 275
is_linear=0
shrinkage=0.00196078


Tree=3707
num_leaves=31
num_cat=0
split_feature=1 3 52 124 12 148 2 14 0 4 0 150 159 4 0 479 15 132 49 47 51 149 151 0 48 12 52 11 2 131
split_gain=1.15665 0.233767 0.164616 0.144778 0.10802 0.104309 0.100515 0.115988 0.11104 0.356196 0.30771 0.138657 0.120846 0.114944 0.129419 0.105435 0.142171 0.102727 0.117109 0.0990631 0.216565 0.110385 0.140225 0.174494 0.100996 0.114014 0.0989658 0.0970207 0.0974428 0.0928951
threshold=0.10337500000000001 0.31534000000000006 -0.40967499999999996 -0.076779999999999987 -0.42850999999999995 -0.095079999999999984 0.10527500000000002 0.062655000000000016 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.089910000000000018 0.080005000000000007 0.022185000000000003 -0.097734999999999989 0.098035000000000011 0.11657500000000001 0.10240500000000001 0.13173000000000004 0.078345000000000012 0.10532000000000001 0.07770500000000001 0.061780000000000009 -0.18901999999999997 0.11280000000000003 -0.040564999999999997 0.024145000000000003 0.079300000000000009 0.10097500000000002 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 29 -1 -3 -4 7 8 9 10 -5 12 -11 14 -10 27 -17 18 -8 20 21 22 23 -7 25 -21 -15 28 -16 -2
right_child=1 4 5 6 -6 19 17 -9 13 11 -12 -13 -14 26 15 16 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0064205391254896927 0.012450670143739592 0.0052731708490422798 -0.0012208691299227734 0.0075624405683295155 -0.0018086355462271189 0.012131839149838522 0.0098164544669608802 0.014321130672157401 0.016608480238713898 0.017615587194450201 -0.0071668329643612 0.0046611337363719942 0.0088582488923118676 0.0061452472081748389 0.01088264851795781 0.00053143093119496895 0.012059616455808282 0.0022476666779054897 0.0022086744366044352 0.016894294793850611 0.012888917987319557 0.010683773866353129 -0.003990690823688749 0.0037086730007169959 0.0050294379820115869 0.0083142750813641544 0.012836108607207908 0.0053729882583983491 0.015506729743928908 0.005229791056364775
leaf_weight=96 62 35 21 37 56 27 252 82 39 40 23 20 26 93 1500 23 20 23 22 21 33 26 21 276 56 59 29 31 47 25
leaf_count=96 62 35 21 37 56 27 252 82 39 40 23 20 26 93 1500 23 20 23 22 21 33 26 21 276 56 59 29 31 47 25
internal_value=0 0.00565147 0.00633888 0.0102256 0.000915136 0.00568851 0.0103839 0.0106377 0.010481 0.00782968 0.00191622 0.0119554 0.0141657 0.0106982 0.010916 0.010779 0.00589338 0.00866678 0.00920561 0.00596808 0.00514481 0.00441465 0.00391157 0.00445925 0.00828655 0.0105665 0.0077357 0.0109121 0.0110231 0.0103757
internal_weight=0 718 627 2403 91 540 2307 2010 1928 146 60 86 66 1782 1660 1621 43 297 274 519 383 350 324 303 136 80 122 1578 1547 87
internal_count=3121 718 627 2403 91 540 2307 2010 1928 146 60 86 66 1782 1660 1621 43 297 274 519 383 350 324 303 136 80 122 1578 1547 87
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=31
num_cat=0
split_feature=1 3 0 4 4 3 2 12 3 3 150 156 0 13 3 11 51 131 52 49 13 41 1447 159 475 3 484 475 49 483
split_gain=0.936885 0.201993 0.177782 0.133684 0.121177 0.121875 0.103979 0.0991465 0.120181 0.181064 0.13955 0.123187 0.122749 0.106832 0.104879 0.0849328 0.0917842 0.14603 0.140605 0.281821 0.162299 0.132016 0.0971887 0.115728 0.123032 0.24783 0.240454 0.18417 0.193765 0.121559
threshold=0.10337500000000001 -0.034684999999999994 0.089620000000000019 0.40124500000000002 0.42642000000000008 -0.13927999999999999 0.092120000000000021 0.051320000000000005 0.076840000000000006 0.11658 0.12244500000000001 0.096220000000000014 -0.21861499999999998 -0.0021749999999999994 -0.0025099999999999996 0.080455000000000013 0.081440000000000026 0.082750000000000004 0.008405000000000001 0.084945000000000007 -0.085384999999999975 0.075585000000000013 0.071705000000000005 0.11576000000000002 -0.08644499999999998 -0.077774999999999983 -0.081869999999999984 -0.085719999999999977 0.11560500000000001 0.11517500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 6 -2 -6 15 8 13 -10 11 12 -11 14 -3 16 21 18 20 -20 -18 22 23 24 25 26 -1 -26 29 -29
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0092130393616389489 0.0081991285566949037 0.0055784843642306464 -0.0054926791228353984 0.0014435848221182824 0.0063007227673263447 -0.0032209941609471571 0.0083466151436475556 -0.002704210751689971 0.012017859802041885 -0.0017600928805768488 -0.0032148506864905359 0.012987410221248866 0.0059369343540258482 -0.0035715687898918986 -0.00018241292825538894 0.014689216725802159 0.01476332204485381 0.014167222332347323 -0.0072719966806471352 0.0095155336847528825 0.0057055627222399458 0.015717887739332297 0.016659487634897233 0.0035981149232435609 0.018019618298311408 0.014667897280305625 -0.0057793764235532803 0.010144045159426796 0.00092038397366801892 0.0029533210520943007
leaf_weight=20 227 89 20 22 41 20 801 20 41 25 20 20 121 25 49 34 27 27 20 20 74 38 20 31 28 20 23 1150 24 24
leaf_count=20 227 89 20 22 41 20 801 20 41 25 20 20 121 25 49 34 27 27 20 20 74 38 20 31 28 20 23 1150 24 24
internal_value=0 0.00508633 0.00371365 0.00920304 0.00713581 0.00317885 0.00927474 0.00416274 0.00451489 0.00600242 0.00467644 0.0056272 0.00461895 0.0024433 0.00353295 0.00974526 0.00963653 0.0074298 0.00613966 0.00112177 0.00812694 0.00990557 0.00974074 0.00963591 0.00978112 0.00547132 0.00119384 0.0100026 0.00981521 0.00999705
internal_weight=0 718 430 2403 288 61 2381 410 390 227 186 166 146 163 138 1580 1546 168 141 40 101 1378 1340 1320 1289 63 43 1226 1198 1174
internal_count=3121 718 430 2403 288 61 2381 410 390 227 186 166 146 163 138 1580 1546 168 141 40 101 1378 1340 1320 1289 63 43 1226 1198 1174
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 14 2 4 4 0 1 150 47 12 4 13 147 123 52 15 3 3 475 12 10 47 399
split_gain=65.2039 10.9571 6.90084 5.93497 4.17427 3.03466 1.80422 1.74808 1.63399 1.48079 1.47672 1.46774 1.04392 1.1193 0.934326 0.875477 0.763626 0.8304 0.841546 0.692106 0.885975 0.566249 0.557839 0.554386 0.456935 0.43846 0.437618 0.429535 0.417755 0.372857
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.17025000000000004 0.09253500000000002 0.062655000000000016 0.14960000000000004 0.40945500000000007 0.40473500000000007 -0.10096999999999999 0.085345000000000018 1.0000000180025095e-35 0.078875000000000015 0.09141500000000001 -0.52556499999999995 0.030370000000000005 1.0000000180025095e-35 0.089155000000000012 -0.067494999999999986 -0.13578499999999996 0.14121000000000003 -0.12018999999999998 -0.07550999999999998 0.089005000000000015 -0.38124499999999995 0.090100000000000013 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 8 10 -5 12 14 19 -6 13 22 25 21 17 -14 -19 20 23 -15 -1 -4 -18 -7 -20 -8 -3 -26
right_child=1 2 6 7 11 9 27 -9 -10 -11 -12 -13 16 15 -16 -17 24 18 26 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0016305944615719365 0.0013322171461474788 0.00054315343188933018 0.0010815206586438067 0.0011925297689375993 0.0012151231334990814 0.0014028441874509843 0.00011622237485770088 0.00064084992100247847 0.0016390025623089092 0.00072825021064119638 0.00025091509634808185 0.00069052763975919942 0.0017631644584740315 0.0010776168508047791 0.00085806758531904248 0.0013393754569872363 0.0010320400560349353 0.0013983125543505816 0.00098834870249227746 0.00028650500944228836 0.00035090919942303754 0.00065995371615928087 0.0012706275079764572 0.00063950077119265117 0.0013022112680938563 0.0012092850260367427 0.0013627926041098202 -0.00024591365062138614 0.00077895933543057998 0.0015531702514956979
leaf_weight=20 74 192 20 34 70 52 34 63 79 26 132 29 23 26 27 23 23 1083 30 23 21 24 96 24 441 334 20 20 34 24
leaf_count=20 74 192 20 34 70 52 34 63 79 26 132 29 23 26 27 23 23 1083 30 23 21 24 96 24 441 334 20 20 34 24
internal_value=0 0.0006204 0.000532463 0.00130953 0.000725705 0.00132914 0.000303253 0.000834222 0.0013629 0.00118212 0.000382082 0.00106145 0.001351 0.00121299 0.00121069 0.00102277 0.00136686 0.00139432 0.00138683 0.000578831 0.00068227 0.000877139 0.00133269 0.000840419 0.00130182 0.00123536 0.00113813 -1.79021e-05 0.000578629 0.00131516
internal_weight=0 673 599 2448 325 2351 274 97 1912 439 220 99 1833 189 413 73 1644 1156 1133 88 65 50 116 44 488 386 50 54 226 465
internal_count=3121 673 599 2448 325 2351 274 97 1912 439 220 99 1833 189 413 73 1644 1156 1133 88 65 50 116 44 488 386 50 54 226 465
is_linear=0
shrinkage=0.00196078


Tree=3710
num_leaves=31
num_cat=0
split_feature=1 2 12 124 133 376 47 133 15 151 156 13 156 0 4 51 394 1 13 1213 1212 52 15 42 128 1212 12 1210 403 474
split_gain=0.991745 0.221355 0.173505 0.136609 0.11223 0.152572 0.109663 0.118816 0.134246 0.194479 0.0998997 0.097513 0.166024 0.153637 0.164307 0.183014 0.170375 0.123808 0.114787 0.115975 0.140685 0.149994 0.104364 0.115937 0.0985438 0.101746 0.101478 0.211035 0.203963 0.112325
threshold=0.10337500000000001 0.13622000000000004 1.0000000180025095e-35 -0.076779999999999987 0.089200000000000015 0.088235000000000008 0.085505000000000012 0.089755000000000015 -0.41942499999999994 -1.0000000180025095e-35 0.10339000000000002 0.0061450000000000003 -0.031569999999999994 -0.10011499999999998 0.042705000000000007 0.11144500000000002 -0.038399999999999997 0.076935000000000017 0.095710000000000017 -0.067764999999999978 0.055770000000000007 0.08568000000000002 0.035560000000000008 -1.0000000180025095e-35 0.084155000000000021 0.13713500000000003 0.09334000000000002 -0.40154499999999999 -0.53255499999999989 -0.11464999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 10 -6 7 8 -3 -10 -2 24 -13 17 15 16 -15 -14 19 -18 21 -21 -20 -24 25 26 27 -5 -28 -29
right_child=1 6 -4 11 5 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 18 -19 22 20 -22 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=0.0056077593965407381 0.0047782457024100203 0.0033786710917151404 0.0082442251032619155 0.020035447545815262 -0.005040572583675385 0.0064195682516410245 0.0066052323463372895 0.007575177798225057 0.0028499015357478391 -0.0080736068196785773 0.011531387319943558 0.016372911805625667 0.017133240638024832 -0.00040501274845816871 -0.0013771654455922546 -0.0019452663091942667 0.013068693673068827 0.0068955187153603359 0.014354408292386395 0.0031330969718443911 -0.0024303550366312266 0.012438043144841988 0.011486610495485366 0.0024487586310979995 0.012490110756394255 0.014817925687465403 -7.1013363174580299e-05 0.017129863788431978 0.0086607745482900136 0.0095812792163779657
leaf_weight=96 251 49 219 20 26 21 40 21 28 39 24 22 27 22 24 20 22 21 52 41 20 30 40 22 122 36 29 20 345 1372
leaf_count=96 251 49 219 20 26 21 40 21 28 39 24 22 27 22 24 20 22 21 52 41 20 30 40 22 122 36 29 20 345 1372
internal_value=0 0.00506839 0.00607271 0.00930392 0.0045958 7.99159e-05 0.0019987 0.000653724 -0.000599298 -0.00350856 0.00536761 0.00945773 0.00795319 0.00740998 0.00655086 0.00725819 0.00799742 0.0126542 0.00881176 0.00655312 0.00497792 0.00706476 0.0110506 0.00827963 0.00973867 0.00955443 0.00944834 0.00983628 0.00798371 0.00968974
internal_weight=0 718 541 2403 322 47 177 137 116 67 275 2307 363 341 293 269 249 48 227 113 91 71 114 62 1944 1822 1786 1412 374 1392
internal_count=3121 718 541 2403 322 47 177 137 116 67 275 2307 363 341 293 269 249 48 227 113 91 71 114 62 1944 1822 1786 1412 374 1392
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 1 4 2 14 1 47 0 1 12 0 1 11 0 52 1 47 4 15 43 1 3 12 4
split_gain=37.9361 4.40858 4.21473 2.59582 2.32148 1.84657 1.58696 1.1125 1.09947 0.932751 0.830402 0.756005 0.65792 0.566185 0.548431 0.518115 0.499683 0.484622 0.471563 0.590045 0.446448 0.442733 0.400402 0.291318 0.285262 0.282526 0.276764 0.26635 0.269323 0.282889
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.092235000000000025 0.077845000000000011 0.40945500000000007 0.14122000000000004 0.076175000000000007 0.12000500000000001 0.10019500000000002 -0.062294999999999996 0.087135000000000004 0.08401500000000002 -0.15350499999999997 0.16175000000000003 1.0000000180025095e-35 -0.14001499999999997 0.0046550000000000003 0.122715 0.081320000000000017 -0.0019149999999999998 0.024640000000000006 -0.079914999999999986 0.13075500000000004 -0.11171999999999999 0.095780000000000018 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 21 8 10 -4 12 18 14 -10 16 -14 -1 22 -3 -7 19 20 -8 -2 23 -16 -20 -9 -6 -21 -29 -30
right_child=1 5 7 -5 26 17 9 25 11 -11 -12 -13 13 -15 15 -17 -18 -19 24 27 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013375224493866271 0.0012098162144355646 0.00096923821752701374 0.0012255706320874163 0.00081180807941619608 0.00077247200066260264 0.00043184850220256618 0.0007851821239115923 0.00084228739549553459 0.00075747332375483342 0.00092759351078200403 0.0015473896089722129 0.00044857443321480017 0.0011368290291113011 0.0007109183544183478 0.00082581655985834875 0.0012840500162284508 0.00063403143125879188 9.580960185949653e-05 0.0012962102184609539 0.0010750957107726379 0.0011945203757461379 0.00092838541418817746 0.0013288307058460572 0.001136319789063427 0.0015402128098934303 0.00058309539568190483 0.00051631273548088333 0.00127944314905003 0.0012324981925163981 0.001090788071512165
leaf_weight=1089 83 21 28 45 50 77 21 61 44 41 61 99 30 20 21 365 92 21 70 41 20 29 20 26 25 22 24 299 202 74
leaf_count=1089 83 21 28 45 50 77 21 61 44 41 61 99 30 20 21 365 92 21 70 41 20 29 20 26 25 22 24 299 202 74
internal_value=0 0.00070909 0.00126121 0.00127834 0.000958887 0.000594085 0.00128718 0.0008876 0.000669104 0.00121559 0.00132307 0.00054362 0.000779191 0.000966465 0.00131407 0.00125496 0.000696326 0.00035984 0.0012313 0.00121262 0.000984859 0.00113695 0.00109646 0.000997584 0.00136042 0.000773586 0.000689393 0.00122778 0.00123867 0.0011945
internal_weight=0 590 2531 2420 186 404 2375 111 306 793 1582 143 163 50 1521 432 113 98 752 657 41 112 67 47 95 83 74 616 575 276
internal_count=3121 590 2531 2420 186 404 2375 111 306 793 1582 143 163 50 1521 432 113 98 752 657 41 112 67 47 95 83 74 616 575 276
is_linear=0
shrinkage=0.00196078


Tree=3712
num_leaves=31
num_cat=0
split_feature=1 12 2 4 1 12 4 12 0 2 14 1 4 0 50 13 0 4 15 2 1 3 52 2 4 159 47 150 4 4
split_gain=53.6223 6.45882 6.1066 4.89301 3.81132 3.52955 1.8686 1.78135 1.29012 1.24483 1.18145 1.15426 1.00968 0.898618 0.889461 0.784063 0.749384 0.669971 1.10173 0.764235 0.618629 0.558475 0.53855 0.497964 0.462897 0.461013 0.470864 0.445399 0.425999 0.387664
threshold=0.10752500000000002 0.051320000000000005 0.14285500000000004 0.27287000000000006 0.08864000000000001 0.085055000000000006 -0.16363499999999997 0.095330000000000012 -0.067094999999999988 0.092235000000000025 0.076175000000000007 0.12958500000000003 0.053180000000000012 -0.23194499999999998 0.041865000000000006 -1.0000000180025095e-35 0.14486500000000005 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.12765500000000005 -0.12711499999999995 1.0000000180025095e-35 0.10402500000000002 0.024790000000000003 0.084250000000000005 0.078345000000000012 0.083770000000000011 -0.0070899999999999991 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 13 15 -6 10 9 27 29 -5 16 -1 -4 25 21 19 -19 -15 28 -9 23 -11 -17 26 -2 -8 -7 -3
right_child=2 7 14 11 6 20 8 12 -10 22 -12 -13 -14 17 -16 24 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016953409249344823 0.00062074594236179897 0.0014223999125097578 0.00022363847033485916 0.00069568496650214569 0.0013646643752811337 0.0014264135420614598 0.001303669499749897 0.0015427529628530734 0.0004985024687511469 0.00093062294746589793 0.0017279366844885043 0.00039788366254620786 0.0011109840039874896 0.0015415368204067426 0.0006085884851080919 0.0011308472321814849 0.00099423195485001279 0.0012914412693621282 0.00082384185123834681 0.0010917031991423344 0.00092495616549759902 0.0013236641948065403 0.0010888931213640699 0.00060519534437095417 0.00075077470408589858 0.0004684727908598314 0.00097990612112754246 0.00097188067202474558 0.0011623561153631381 0.0013154908765131742
leaf_weight=22 36 1381 100 116 35 48 35 51 30 29 47 88 98 53 30 28 24 76 26 20 21 364 20 48 22 32 23 28 46 144
leaf_count=22 36 1381 100 116 35 48 35 51 30 29 47 88 98 53 30 28 24 76 26 20 21 364 20 48 22 32 23 28 46 144
internal_value=0 0.00134413 0.000687715 0.000793761 0.00112269 0.000974285 0.000948332 0.00138844 0.000871639 0.000941602 0.00142174 0.000567222 0.00129094 0.00132184 0.000312473 0.000766359 0.00133111 0.00127489 0.00117225 0.00141829 0.00122922 0.00135059 0.00080222 0.000727759 0.000963615 0.000657976 0.000760758 0.00115621 0.00129719 0.0014123
internal_weight=0 2531 590 460 422 256 225 2109 190 160 1572 204 537 197 130 141 439 175 102 73 115 415 97 77 50 91 59 63 94 1525
internal_count=3121 2531 590 460 422 256 225 2109 190 160 1572 204 537 197 130 141 439 175 102 73 115 415 97 77 50 91 59 63 94 1525
is_linear=0
shrinkage=0.00196078


Tree=3713
num_leaves=31
num_cat=0
split_feature=1 3 123 4 44 3 13 124 157 4 2 133 13 131 43 16 43 43 149 13 51 12 1212 15 0 483 1454 1456 42 403
split_gain=1.20286 0.202592 0.199149 0.141807 0.137347 0.166522 0.166235 0.124737 0.128148 0.112462 0.104584 0.101742 0.0973794 0.096538 0.132585 0.0938107 0.112107 0.153504 0.107883 0.111492 0.273699 0.249031 0.116911 0.121933 0.115824 0.0953401 0.130912 0.147583 0.102044 0.116033
threshold=0.10920500000000001 0.31534000000000006 1.0000000180025095e-35 -0.010655 1.0000000180025095e-35 0.10893000000000001 -0.28558999999999996 -0.063929999999999987 -0.06457499999999998 0.042705000000000007 0.14753000000000002 0.089200000000000015 -0.47860499999999995 0.096070000000000016 -0.012164999999999999 -0.097644999999999996 0.0016850000000000001 0.10915000000000001 0.079000000000000015 0.038215000000000006 0.10411500000000001 0.082095000000000015 0.055770000000000007 0.095575000000000007 -0.083554999999999977 -0.095084999999999989 0.074020000000000016 -0.067074999999999982 -0.013389999999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 9 -7 -2 -9 15 11 13 -3 14 -5 16 -1 -18 19 25 21 -21 23 24 -23 26 27 -17 29 -27
right_child=1 12 -4 10 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 18 17 -19 -20 20 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.01552454071162745 0.0025055240029874058 0.0032523738109940213 0.0062588209246314365 0.0024495144982447292 0.017045235545975309 0.012511375970207156 0.0012979003863456923 0.0062962264678758781 0.014026778894385286 0.008774822975123265 0.00067705159474696437 0.0017216503042382777 -0.0035519229789673715 0.011933159230052141 0.0075964069093245427 0.023226375471461905 0.003454613254618143 0.013617741397493298 0.017371255159378051 0.0009571794420480729 -0.0023268166397299086 0.018416860056043202 0.0049147384057212024 0.0056227037077769644 0.011391650842631173 0.014083731472787721 0.0076329140620405925 0.012516993840014742 0.010185246569520414 0.010400674890875559
leaf_weight=86 23 58 120 77 31 20 39 37 51 333 49 54 33 29 143 22 23 42 23 30 21 28 31 30 145 163 21 31 1148 180
leaf_count=86 23 58 120 77 31 20 39 37 51 333 49 54 33 29 143 22 23 42 23 30 21 28 31 30 145 163 21 31 1148 180
internal_value=0 0.00509834 0.0102363 0.00594613 0.0104313 0.0103464 0.00509908 0.00906264 0.0107764 0.0104778 0.00496337 0.00565653 0.000784882 0.00650988 0.00579499 0.010758 0.0131557 0.0100216 0.0105647 0.01048 0.00866088 0.0095349 0.0106346 0.0115081 0.0125287 0.0108113 0.0143148 0.0169624 0.0106374 0.0121509
internal_weight=0 554 2567 463 2447 2416 59 111 88 2357 352 303 91 249 220 2024 151 65 1873 1850 285 264 234 203 173 1565 74 53 1491 343
internal_count=3121 554 2567 463 2447 2416 59 111 88 2357 352 303 91 249 220 2024 151 65 1873 1850 285 264 234 203 173 1565 74 53 1491 343
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 12 2 13 10 0 13 474 40 8 0 4 16 16 11 43 13 16 3 0 43 13 3 1373 13 1455
split_gain=0.98183 0.279175 0.189342 0.273936 0.168137 0.131887 0.110143 0.166233 0.145655 0.132914 0.10437 0.106467 0.10206 0.107667 0.101352 0.100922 0.218815 0.135709 0.0989543 0.167788 0.105844 0.0973058 0.190221 0.145208 0.1581 0.128099 0.102184 0.115623 0.0933598 0.0890858
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.092465000000000006 0.25063000000000007 0.17001000000000002 -0.40134499999999995 0.0059850000000000016 -1.0000000180025095e-35 0.096435000000000007 -0.07632499999999999 0.08573500000000002 0.22582000000000002 0.024790000000000003 -0.008904999999999998 -0.5048999999999999 1.0000000180025095e-35 -0.15879999999999997 -0.15416999999999995 0.0073350000000000004 -0.11171999999999999 -0.082184999999999994 -0.08287499999999999 -0.083364999999999981 0.092670000000000016 0.086880000000000013 -0.0093149999999999986 -0.082599999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 3 4 -3 -5 7 9 -8 10 11 -4 28 -14 18 -12 17 -17 20 -20 -1 26 -23 24 -24 -25 27 -22 -6 -27
right_child=1 2 6 5 12 -7 8 -9 -10 -11 15 -13 13 -15 -16 16 -18 -19 19 -21 21 22 23 25 -26 29 -28 -29 -30 -31
leaf_value=0.0036070908863621298 0.010973339445160655 0.01013321578101223 0.0033143603277596741 0.014679648655538375 0.0078288102600102619 0.0078695175716919554 0.0034724243850048097 -0.0047341362085370799 -0.0077010964090004561 0.0121392985761044 0.011718516323106507 -0.0040595988573675808 -0.0056839565650142476 0.0038533262675628068 0.0023211856000125409 0.0040579380933195358 -0.0033952442174777389 0.012631674092262984 0.0057278959825634961 0.0143285442068572 0.009940106293790385 -0.00079719473648330445 0.0095276193573718554 0.01595705705029624 0.00061148977459430005 0.0030403562535260185 0.0046030556292910333 0.0026433965360576459 -0.00070042892226151055 0.0093950621958995995
leaf_weight=32 78 29 178 39 33 105 28 21 20 21 26 22 29 20 20 48 25 30 30 93 1685 23 37 28 43 24 38 22 21 273
leaf_count=32 78 29 178 39 33 105 28 21 20 21 26 22 29 20 20 48 25 30 30 93 1685 23 37 28 43 24 38 22 21 273
internal_value=0 0.00530059 0.00466393 0.00669762 0.0034071 0.00971393 0.00332432 0.00390751 -0.00118321 0.00442601 0.00393367 0.00250322 0.00151334 -0.00179119 0.00940949 0.00615141 0.00474612 0.00735553 0.00947039 0.0122308 0.00931641 0.00940048 0.0080493 0.00855169 0.0047352 0.00949113 0.00973189 0.00984607 0.00451188 0.00888155
internal_weight=0 773 695 276 132 144 419 371 48 350 329 200 103 49 2348 129 103 78 2328 123 2205 2173 428 405 80 325 1745 1707 54 297
internal_count=3121 773 695 276 132 144 419 371 48 350 329 200 103 49 2348 129 103 78 2328 123 2205 2173 428 405 80 325 1745 1707 54 297
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 1 14 39 2 12 3 4 16 4 47 52 1 2 49 2 1 0 1 52 1 3 4 475
split_gain=27.8427 4.35904 2.80539 1.89449 1.71927 1.57361 1.32435 1.01981 0.976127 0.860191 0.754663 0.516464 0.480793 0.586916 0.504698 0.546658 0.414401 0.404277 0.377647 0.847242 0.368219 0.35714 0.343795 0.338756 0.329376 0.301255 0.298562 0.23826 0.462201 0.264838
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.092845000000000025 0.062655000000000016 0.087735000000000021 0.090425000000000019 -0.42850999999999995 0.149315 -0.031404999999999995 -0.020119999999999996 0.40473500000000007 0.078345000000000012 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.054984999999999992 0.15950500000000004 1.0000000180025095e-35 -0.026509999999999995 0.091195000000000012 -0.088204999999999992 0.11910500000000002 0.090900000000000009 -0.034939999999999992 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 9 6 8 -4 10 12 24 -6 13 -3 15 -15 -11 -12 22 -20 -2 -13 -19 -7 27 -10 -5 29 -29 -1
right_child=1 4 7 26 11 23 -8 -9 25 16 17 21 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00093624313684228752 0.00071539598702114056 0.00095223379325048594 0.00096906336763736482 0.0006747423959091698 0.00041628291676504438 0.00087607463924695682 0.00061566952368747414 0.00055771385761923913 0.0011046751027648477 0.00037222550401346216 0.0011842384438990328 0.00023394605786610049 0.00045914575583996814 0.00091592150868154035 0.00044623941903740582 0.00057434457529640282 0.00061657893554132421 0.000999492112868879 0.00051626119360912077 0.00099966674908131799 0.00098640871540996069 -8.9497984074800516e-05 0.001221190650193464 0.00054547985001477002 0.0010112559811150698 0.0013508893738576426 0.00043927173583783611 0.0011561144537785475 0.00073456828500710278 0.0011049529215465376
leaf_weight=37 23 25 37 47 35 22 26 62 29 124 46 35 52 31 41 43 34 680 20 46 119 21 28 26 220 56 37 20 20 1079
leaf_count=37 23 25 37 47 35 22 26 62 29 124 46 35 52 31 41 43 34 680 20 46 119 21 28 26 220 56 37 20 20 1079
internal_value=0 0.000583011 0.0010348 0.000804437 0.000469537 0.00104839 0.0010557 0.000711451 0.00106072 0.000531964 0.00105274 0.000229435 0.000620144 0.000679943 0.00062075 0.000717438 0.000424808 0.00100565 0.000995036 0.00085318 0.000942512 0.000112655 0.00100826 0.000697002 0.0010808 0.00126689 0.000571023 0.00109403 0.000945341 0.00109936
internal_weight=0 667 2454 226 441 2355 2307 99 2281 350 2196 91 192 140 115 74 158 820 774 66 142 56 708 48 1376 85 84 1156 40 1116
internal_count=3121 667 2454 226 441 2355 2307 99 2281 350 2196 91 192 140 115 74 158 820 774 66 142 56 708 48 1376 85 84 1156 40 1116
is_linear=0
shrinkage=0.00196078


Tree=3716
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 4 43 14 42 4 2 0 15 0 2 16 15 0 1 48 49 1 4 12 4 43 52 52 15 16
split_gain=23.1554 3.82426 2.09305 1.67579 1.36921 1.28764 0.917778 0.812207 0.741597 0.698602 0.691128 0.640985 0.991757 0.588741 0.578545 0.455027 0.48046 0.453957 0.428371 0.413418 0.407181 0.400407 0.355116 0.392869 0.344478 0.31587 0.314131 0.311685 0.33947 0.304347
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.042705000000000007 -0.025214999999999998 0.062655000000000016 -0.0060199999999999993 0.40124500000000002 0.13913500000000004 -0.11173999999999999 -0.10469999999999999 -0.15202999999999997 0.11448000000000001 -0.10850999999999998 -0.048699999999999993 -0.07929499999999999 0.15964000000000003 0.11926500000000002 -0.054984999999999992 0.11669000000000002 -0.49013999999999996 0.08401500000000002 -0.16363499999999997 -0.080324999999999994 -0.16675999999999999 -1.0000000180025095e-35 -0.068899999999999975 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 6 7 21 10 -4 13 11 12 -1 -7 27 -15 -17 -13 -6 -16 -2 -3 -19 24 -24 -10 -9 -8 -29 -14
right_child=1 4 8 -5 18 9 14 26 25 -11 -12 17 29 15 19 16 -18 22 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012016684211352293 0.00064846849162687324 0.00053284077073507984 0.0010002410162153941 0.00053790918254423075 0.00030982650444173223 0.001203403060509711 0.00092510372283411953 0.00097473530464020435 0.00067911720186750071 0.00055750553254727963 0.0006216733471727839 0.0010188253107355915 0.0005931829719004948 0.00093276613032875898 0.00041961531270563995 0.00082762096825914056 0.00049524988230390877 0.0010476489589029156 -4.0379367650501318e-06 0.00069403661547374779 0.00093345888257321305 0.00033836226719602283 0.00092774868961058407 0.0009477478058994189 0.00056382468371999033 0.00041091803757145124 0.0012590881321924634 0.00083014978205456452 0.00047320756012526882 0.00087032474372901166
leaf_weight=20 23 63 22 84 82 21 25 20 52 27 20 1178 39 157 62 102 20 128 21 32 119 115 20 499 20 25 59 20 21 25
leaf_count=20 23 63 22 84 82 21 25 20 52 27 20 1178 39 157 62 102 20 128 21 32 119 115 20 499 20 25 59 20 21 25
internal_value=0 0.000550038 0.000962044 0.000757437 0.000443753 0.000973785 0.000504065 0.000992196 0.000682751 0.000859605 0.000984296 0.000988055 0.000820543 0.000886794 0.000611833 0.000862963 0.000773134 0.000995682 0.000245835 0.000513035 0.000887298 0.000407195 0.000954808 0.00093276 0.000745787 0.00059204 0.0011871 0.000752545 0.000647326 0.000701441
internal_weight=0 667 2454 226 441 2355 338 2028 99 327 1949 1929 84 300 160 279 122 1845 103 94 142 178 667 539 40 77 79 66 41 64
internal_count=3121 667 2454 226 441 2355 338 2028 99 327 1949 1929 84 300 160 279 122 1845 103 94 142 178 667 539 40 77 79 66 41 64
is_linear=0
shrinkage=0.00196078


Tree=3717
num_leaves=31
num_cat=0
split_feature=1 155 1 1456 48 13 474 474 43 1 4 14 2 15 3 49 0 157 49 49 16 4 3 0 42 12 12 1454 0 2
split_gain=1.06555 0.281799 0.1788 0.125 0.13102 0.138886 0.152729 0.132163 0.130295 0.207167 0.118087 0.1142 0.162103 0.113887 0.104167 0.120864 0.103729 0.213426 0.274906 0.243004 0.152223 0.108786 0.136066 0.129208 0.103847 0.0951513 0.0905749 0.0873011 0.0859199 0.096184
threshold=0.10124500000000002 0.084785000000000013 0.16773500000000005 -0.049894999999999995 0.15372000000000002 -0.0044799999999999987 0.088985000000000022 0.096510000000000012 0.084740000000000024 0.13265500000000002 -0.010655 0.062655000000000016 -0.090999999999999984 0.094035000000000007 -0.0096849999999999974 -0.084934999999999997 -0.13027499999999997 -0.049319999999999996 -0.0087849999999999977 -0.069799999999999987 -0.101115 0.022185000000000003 0.10299500000000002 -0.097734999999999989 0.099760000000000015 0.086095000000000019 0.13597000000000004 0.10998000000000001 0.024095000000000002 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 5 7 10 8 14 -10 -7 12 -1 25 15 -5 17 -14 19 -19 -20 22 23 -18 -23 -13 27 -25 29 -12
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 28 13 16 -15 -16 -17 21 18 20 -21 -22 24 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0014431980802961019 0.011686024504938518 0.010946620337853439 -0.0037027151576931715 -0.00045846754756684489 -0.002275186066981405 0.011444695319869426 0.015540469486149962 -0.0029508712198585275 0.016866125091023389 0.0037269163560787483 0.0074048945784168556 0.019786375460353157 -0.0023091519321314989 0.0088978347895831318 0.0020120401421093209 0.0070620401973428672 0.015749300065088189 0.0087913201656192545 0.0096808420620315416 -0.0042365704578432167 0.020095644419526923 0.009039017233417046 0.0042492638536108041 0.010324543234295366 0.003679424456082458 0.011354000516154844 0.0037943916439655279 0.01697010250762105 -0.00026451216059892126 0.00090101106818890142
leaf_weight=23 29 89 23 26 24 38 20 25 21 28 121 32 20 34 157 120 45 41 36 22 23 227 36 1702 43 23 21 20 24 28
leaf_count=23 29 89 23 26 24 38 20 25 21 28 121 32 20 34 157 120 45 41 36 22 23 227 36 1702 43 23 21 20 24 28
internal_value=0 0.00565348 0.00496476 0.00526635 0.00497177 0.00525784 0.00718866 0.00407476 0.00457374 0.00935801 0.00639702 0.00993399 0.00979556 0.0134476 0.00380005 0.00572277 0.00988148 0.00726596 0.00883565 0.0042419 0.0137408 0.0100588 0.0103362 0.0104587 0.00818545 0.0162601 0.0103221 0.0104017 0.00528828 0.00618269
internal_weight=0 773 684 661 632 608 231 377 352 49 211 2348 2259 89 303 146 2236 142 122 63 59 2094 1824 1788 270 55 1743 1722 173 149
internal_count=3121 773 684 661 632 608 231 377 352 49 211 2348 2259 89 303 146 2236 142 122 63 59 2094 1824 1788 270 55 1743 1722 173 149
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 1 2 2 0 49 1 4 50 2 52 4 0 3 49 130 52 15 1 1 13 50 0
split_gain=53.217 8.5797 5.11617 4.98144 3.53117 2.89109 1.93809 1.54883 1.50283 1.4451 1.0779 1.01951 1.601 1.01959 0.964027 0.870966 0.86978 0.698792 0.652352 0.787424 0.793551 0.611865 0.52393 0.509104 0.482603 0.566715 0.450227 0.426519 0.415547 0.413739
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14960000000000004 -1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0061450000000000003 0.041865000000000006 0.092235000000000025 0.12603000000000003 -0.55119499999999988 -0.07929499999999999 -0.12711499999999995 -0.054984999999999992 -0.076894999999999977 -0.56176499999999996 -0.081924999999999984 0.14699000000000004 0.12040000000000002 -0.0044799999999999987 0.10883000000000001 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 21 11 -5 23 26 12 13 -1 18 24 -12 22 -13 28 -21 -6 -18 -7 25 -4 -3 -24 -20 -25
right_child=1 2 15 8 6 9 -8 -9 -10 -11 16 14 -14 -15 -16 -17 17 -19 19 20 -22 -23 27 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0013980536974463327 0.0014073219592418711 0.00069943155696547464 0.00050454134470783178 0.0013438315545560933 0.00093806608233089534 0.0015585830273414528 0.0007407342757794332 0.0017218287691166986 0.00080291530477711074 0.00082656771624474868 0.0011142367428424312 0.0017957211302979217 0.0016451066193497517 0.0010164544703141793 0.0012826780148198105 0.00065657975407792078 0.00038746382493306608 0.0010246323777353234 0.001502474486636619 0.0011068769378707606 0.0014156638522779929 0.001327571151320248 0.0006251114240159412 0.0013136012443140442 3.3256689922007567e-05 0.00016401183593807677 0.00042771546893573921 0.00081708715177569258 0.0013800016017088996 0.0011381843299908326
leaf_weight=45 76 37 42 28 20 28 45 79 67 26 25 23 36 67 116 30 20 27 1015 35 373 69 88 311 24 34 64 90 119 62
leaf_count=45 76 37 42 28 20 28 45 79 67 26 25 23 36 67 116 30 20 27 1015 35 373 69 88 311 24 34 64 90 119 62
internal_value=0 0.000785798 0.000708992 0.00140248 0.000801582 0.00142039 0.00107236 0.00145302 0.000962343 0.00127454 0.000698207 0.00144141 0.0012854 0.00116978 0.00145515 0.000363559 0.000767272 0.00072872 0.00146793 0.00146304 0.00138917 0.00124004 0.000688368 0.00130359 0.000275653 0.000352199 0.000527255 0.000722178 0.00148962 0.00128444
internal_weight=0 691 615 2430 485 2335 134 1908 95 427 351 1829 148 112 1681 130 250 225 1565 1542 408 89 198 401 100 76 101 178 1134 373
internal_count=3121 691 615 2430 485 2335 134 1908 95 427 351 1829 148 112 1681 130 250 225 1565 1542 408 89 198 401 100 76 101 178 1134 373
is_linear=0
shrinkage=0.00196078


Tree=3719
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 1 10 4 4 2 14 3 0 15 48 123 1 4 1 1 15 1 51 160 43 3 47 12 0
split_gain=45.1821 7.26348 4.56942 4.49316 2.85849 2.39156 1.44733 1.40904 1.20331 1.19977 1.15938 0.877417 0.783387 0.768935 1.43343 0.696432 0.592931 0.529409 0.513159 0.543614 0.479027 0.517389 0.458124 0.446414 0.536503 0.404516 0.401191 0.379867 0.379473 0.367565
threshold=0.10508500000000001 -0.40967499999999996 1.0000000180025095e-35 0.12408500000000001 0.089410000000000003 0.092235000000000025 0.077845000000000011 -0.011559999999999999 0.42051500000000003 0.40473500000000007 0.14960000000000004 0.062655000000000016 0.30112000000000005 -0.10607499999999999 -0.11033999999999998 -0.015314999999999997 0.088205000000000019 0.090540000000000023 -0.072334999999999997 0.093100000000000002 0.075045000000000014 0.091915000000000011 0.14860500000000001 0.081440000000000026 -1.0000000180025095e-35 -0.080324999999999994 -0.010424999999999999 0.078345000000000012 0.095780000000000018 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 27 11 -4 22 12 -6 15 13 16 14 -1 -7 -9 -15 20 28 21 -17 -5 24 -16 -8 -10 -3 -20 -29
right_child=1 3 6 7 9 10 25 8 26 -11 -12 -13 -14 17 23 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0015367507300123114 0.0013361243813513918 0.00066985602539218275 0.0012755555786839385 0.00035400004521791452 0.0012461819069809607 0.00096625210753842892 0.00084290944096468694 0.00091841461750129922 0.00060837440576185203 0.00077188801791133548 0.00083783334388002901 0.0016064290178775939 0.00042833653789286867 0.0013978211080849074 0.00094853501617351936 0.0011013625983195296 0.00052601836019140823 0.001295640140906718 0.0013074135690818085 0.00097779790348826107 0.0014544222226028662 0.0013812950750192008 1.3097748824406859e-07 0.00086544643246277194 0.0013776829314046824 0.00051199995711737989 0.00034860128666931652 0.00069727974375979461 0.0011984810594400507 0.0010686986674280727
leaf_weight=35 71 185 28 39 70 30 49 57 32 29 26 62 27 1168 21 44 20 234 251 29 97 60 22 29 24 20 80 21 241 20
leaf_count=35 71 185 28 39 70 30 49 57 32 29 26 62 27 1168 21 44 20 234 251 29 97 60 22 29 24 20 80 21 241 20
internal_value=0 0.000742976 0.00131663 0.00067302 0.000829408 0.00133383 0.000899568 0.000489531 0.000563848 0.00110725 0.00124491 0.00137781 0.000715722 0.00136843 0.0012098 0.00125898 0.000816494 0.00138077 0.00127115 0.00123868 0.00135531 0.00126286 0.000226375 0.00105516 0.00117741 0.000746994 0.000422822 0.0007077 0.00125405 0.00087846
internal_weight=0 673 2448 602 325 2351 97 277 216 99 778 1573 104 1511 109 752 77 1402 722 521 201 104 61 74 45 69 112 226 492 41
internal_count=3121 673 2448 602 325 2351 97 277 216 99 778 1573 104 1511 109 752 77 1402 722 521 201 104 61 74 45 69 112 226 492 41
is_linear=0
shrinkage=0.00196078


Tree=3720
num_leaves=31
num_cat=0
split_feature=1 52 1 52 12 124 42 12 16 33 0 47 48 133 16 2 16 14 43 4 52 41 3 156 13 43 3 3 0 1213
split_gain=1.29219 0.325104 0.188709 0.156141 0.139485 0.12242 0.163798 0.121186 0.231122 0.163278 0.119184 0.118433 0.186835 0.121025 0.116968 0.110271 0.0986371 0.0937804 0.118351 0.210093 0.105881 0.14334 0.0952399 0.128362 0.0960514 0.125868 0.125767 0.149167 0.104175 0.101546
threshold=0.10124500000000002 -0.40967499999999996 0.14860500000000001 0.19022000000000003 0.11734000000000001 -0.076779999999999987 -0.0041849999999999986 0.10124000000000001 -0.25582999999999995 0.08573500000000002 -0.010949999999999998 0.078345000000000012 0.089025000000000007 -1.0000000180025095e-35 -0.25582999999999995 0.13404500000000005 0.13751500000000003 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.088204999999999992 0.079395000000000007 0.090900000000000009 0.091335000000000013 0.0061450000000000003 -0.24021999999999996 -0.10115999999999999 -0.13309499999999996 -0.04917499999999999 -0.066379999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 -1 9 -9 11 14 13 -13 -3 -4 17 -17 18 -7 -20 -19 -22 24 -24 26 -26 27 -21 -28 -27
right_child=1 2 10 -5 -6 15 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 20 19 22 21 -23 23 -25 25 29 28 -29 -30 -31
leaf_value=0.011881109501253097 0.011580609259031274 -0.00091600445235466088 -0.0018443988731384954 0.010635630950008506 0.011527256095885403 0.0034883687819819899 0.0028811588195995206 -0.0078200626932084568 0.0072005646325470438 0.013953691949559886 -0.0055265370883386244 0.01300847233876332 0.0046210807229048198 0.0048947418248178765 0.0082503581031536065 0.002428651937387056 0.011449034380811183 0.0096274263012736793 0.018219247243056694 0.011647382862265071 0.020990664791315797 0.010540229796121519 0.0055674057238950178 0.014124984331040955 0.012975027122573085 0.014034748908132314 0.011551857221662385 0.0014804928460054928 0.017931902036070823 0.0071983887310454022
leaf_weight=39 102 41 22 67 36 20 42 20 21 22 22 44 67 285 24 27 22 29 42 31 35 21 65 24 73 25 1634 27 26 166
leaf_count=39 102 41 22 67 36 20 42 20 21 22 22 44 67 285 24 27 22 29 42 31 35 21 65 24 73 25 1634 27 26 166
internal_value=0 0.00632065 0.00552107 0.00608423 0.0055153 0.0110344 0.00721447 0.00508244 -0.000126571 0.00554774 0.000527177 0.00512455 0.00794581 0.00416394 0.00342243 0.0111709 0.00647862 0.0112746 0.0111448 0.0112173 0.0145319 0.0170718 0.0110753 0.00787507 0.011219 0.0094431 0.0114919 0.00691452 0.0116518 0.0080932
internal_weight=0 773 671 603 536 2348 81 500 41 459 68 437 111 326 46 2267 49 2218 2133 2113 85 56 2071 89 1982 264 1718 58 1660 191
internal_count=3121 773 671 603 536 2348 81 500 41 459 68 437 111 326 46 2267 49 2218 2133 2113 85 56 2071 89 1982 264 1718 58 1660 191
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 2 4 159 1 14 2 4 132 1447 1 15 3 52 1 4 47 131 51 151 3 457 0 48
split_gain=33.9153 5.48834 3.29194 2.93358 2.07945 1.79819 1.73965 1.09326 0.958381 0.947976 0.885405 0.651367 0.595928 0.750288 0.57603 0.558253 0.492026 0.366271 0.366658 0.336374 0.432521 0.542368 0.305222 0.289099 0.28723 0.278535 0.328132 0.304785 0.503866 0.253584
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.40124500000000002 0.14122000000000004 0.089775000000000008 0.40473500000000007 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.42051500000000003 0.08764000000000001 -0.082869999999999985 0.091195000000000012 -0.41942499999999994 0.31534000000000006 -0.56176499999999996 0.089370000000000019 -0.111605 0.090100000000000013 0.09031500000000002 -0.085989999999999997 -0.088419999999999985 0.0022600000000000003 0.095565000000000025 -0.14051499999999997 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 22 6 7 11 -6 -4 -5 16 13 -11 17 -9 -1 -14 -19 -17 -21 -22 24 -2 -3 -26 -27 28 -28 -12
right_child=1 2 9 10 8 -7 -8 15 -10 12 29 -13 14 -15 -16 19 -18 18 -20 20 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00120567329317761 0.0012309457407612093 0.00036351281955320245 0.00077527784472008327 0.0010574676941961026 0.0010680952826213914 0.00062735240185158507 0.00075572096626441308 0.0013307392527631906 0.00065938712978808609 0.00062048444483826879 0.00048243722997094485 0.0013993847600796286 0.00037279277881138972 0.00034394353695375428 0.00054030644391723376 0.0012795625102655314 0.0011041403648488343 0.00022646514259891227 -0.00012188247021506815 0.0011050396343365218 0.0011250731841522773 0.00078885093061632696 0.00078118332132683414 0.00097182567563711424 0.00081300928033923117 0.00048682005101285285 0.00098499616488021313 0.00047009507230683865 0.00057663903606783036 0.00074968384183871919
leaf_weight=1106 49 22 26 34 71 25 41 42 32 63 20 59 23 94 21 38 220 26 21 746 35 39 32 25 21 80 21 20 26 43
leaf_count=1106 49 22 26 34 71 25 41 42 32 63 20 59 23 94 21 38 220 26 21 746 35 39 32 25 21 80 21 20 26 43
internal_value=0 0.000639626 0.000577389 0.00113663 0.000710857 0.00115042 0.00115604 0.00116322 0.000941118 0.000419079 0.000802464 0.0011978 0.000381736 0.000454912 0.000255486 0.00111002 0.00118883 0.00017004 7.08205e-05 0.00109921 0.00109086 0.000947875 0.000604024 0.00114341 0.000574187 0.000601775 0.000571599 0.000672827 0.000759096 0.000664844
internal_weight=0 673 599 2448 325 2351 2326 2285 103 274 97 1385 248 157 91 900 1326 70 47 858 820 74 222 74 190 168 147 67 47 63
internal_count=3121 673 599 2448 325 2351 2326 2285 103 274 97 1385 248 157 91 900 1326 70 47 858 820 74 222 74 190 168 147 67 47 63
is_linear=0
shrinkage=0.00196078


Tree=3722
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 0 4 1 2 47 12 42 14 4 4 16 3 151 15 2 16 12 40 1455 2 131 472 392 402 133
split_gain=1.22131 0.302904 0.183533 0.136758 0.256955 0.12444 0.115313 0.131662 0.154797 0.152055 0.113664 0.10718 0.153864 0.114537 0.106512 0.105979 0.0950535 0.11068 0.110485 0.0910616 0.0906178 0.107977 0.0878827 0.0875635 0.0858111 0.0851599 0.115305 0.0824652 0.0841858 0.167093
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 0.10252500000000002 -1.0000000180025095e-35 0.024095000000000002 0.042705000000000007 0.083345000000000016 0.088665000000000008 0.084210000000000021 -0.42850999999999995 -0.019989999999999997 -0.10708499999999999 0.51164000000000009 -0.16363499999999997 0.0047850000000000011 0.0022600000000000003 -0.033849999999999991 -0.084564999999999987 0.13913500000000004 -0.45661999999999997 0.088365000000000013 -0.07632499999999999 0.068185000000000009 0.15950500000000004 0.09031500000000002 -1.0000000180025095e-35 0.091685000000000003 0.08865000000000002 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 25 3 4 22 -6 19 8 -8 -9 -4 -5 13 -13 -14 16 -16 -18 -19 27 21 -10 -3 -22 -12 26 -2 28 -1 -30
right_child=1 2 10 11 5 -7 7 9 20 -11 24 12 14 -15 15 -17 17 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010816712007889704 0.0085567417472381807 0.0051703999040829431 0.0057083037834880605 -0.00063722054037498312 0.010955927677958317 0.002905782046516172 0.018247854257268565 -0.0011349075548350812 0.0090802637633027091 0.008855598800791762 0.0014760007749178581 0.013343554118497148 0.011227536755613984 0.004581672471016646 0.0023878051228650391 -0.0025260791312903168 0.0029144013255107699 0.0060856149011912454 0.015680979173630479 0.0043338290927931664 0.006938582880126761 0.017136263195425272 -0.0025416804158753209 0.012676690329416571 -0.0066097839602402278 0.0061911816261708743 0.016349598078252099 0.017068461816676934 0.013896215898877521 0.0052074501812458046
leaf_weight=1763 34 45 35 33 151 22 21 25 41 39 35 37 20 25 109 25 41 30 20 20 137 28 22 33 21 25 43 23 193 25
leaf_count=1763 34 45 35 33 151 22 21 25 41 39 35 37 20 25 109 25 41 30 20 20 137 28 22 33 21 25 43 23 193 25
internal_value=0 0.00618497 0.00541318 0.00606827 0.00789593 0.00993221 0.0107677 0.00901612 0.0100163 0.00495306 0.00123786 0.00477816 0.00536026 0.00981054 0.00423407 0.00361243 0.00437975 0.0067657 0.00992376 0.0110481 0.00929298 0.0123494 0.00263808 0.00805245 -0.00155617 0.0112622 0.0129086 0.0111151 0.0110459 0.0128998
internal_weight=0 773 671 580 240 173 2348 324 260 64 91 340 307 62 245 225 200 91 50 2024 239 69 67 170 56 102 77 2004 1981 218
internal_count=3121 773 671 580 240 173 2348 324 260 64 91 340 307 62 245 225 200 91 50 2024 239 69 67 170 56 102 77 2004 1981 218
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 4 2 4 150 3 0 15 12 1 4 2 40 47 475 0 133 399 4 4 3
split_gain=71.0736 11.4751 6.69939 6.13137 4.55043 3.68864 2.42165 1.87911 1.82646 1.72894 1.66063 1.62542 1.38691 0.929796 0.874463 0.828441 1.74467 0.829114 0.78748 0.736754 0.61363 0.608404 0.524794 0.465871 0.460938 0.44939 0.379211 0.375896 0.353786 0.346431
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.11474000000000002 0.09253500000000002 0.40945500000000007 0.13501500000000002 0.24564500000000003 1.0000000180025095e-35 0.30112000000000005 -0.10096999999999999 -0.12255999999999999 0.09141500000000001 0.085345000000000018 -0.52556499999999995 0.086100000000000024 -1.0000000180025095e-35 0.090100000000000013 -0.07550999999999998 -0.07929499999999999 -0.038089999999999992 0.091580000000000009 -0.0070899999999999991 -0.036839999999999991 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 22 6 12 10 27 -5 14 13 15 23 21 16 -1 19 -18 -17 -20 -4 29 -7 -21 -26 -19 -6 -2 -3
right_child=1 2 7 9 8 11 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 18 26 20 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014823604607539593 0.0012753843559938319 0.00027930666295293175 0.0002831768505780945 0.0010328579381913389 0.0012596316341689877 0.0012566584222816594 0.0015529044188853083 -0.0002000223236197718 0.00041640746084595817 0.00048420777514813433 6.7145468470218816e-05 0.00067694629679488781 0.00074361467468278379 0.00070101678354572922 7.1021945463948339e-05 0.0015980781852335168 0.0011103877693847265 0.0011414433647985653 0.0010595068576898924 0.0012578472147058691 0.00064949726397760027 0.00066312938380024119 0.0006157145429285275 0.0010562410833147085 0.00086338257777742009 0.0011829054942636779 0.0013942615296448173 0.00095201830121398974 0.0009721106911351144 0.00044954489406197313
leaf_weight=33 50 114 26 34 21 52 79 54 24 63 132 48 25 26 22 23 77 460 23 1002 36 43 33 313 20 110 24 56 21 77
leaf_count=33 50 114 26 34 21 52 79 54 24 63 132 48 25 26 22 23 77 460 23 1002 36 43 33 313 20 110 24 56 21 77
internal_value=0 0.000440147 0.000352218 0.00115963 0.00054318 0.00117956 0.00121677 0.000128165 0.000888704 0.000676518 0.000207636 0.00101747 0.00120229 0.00105927 0.000411425 0.00120863 0.00107792 0.00122211 0.000979782 0.00125065 0.000809332 0.000519959 0.000387386 0.00108479 0.0012436 0.00113375 0.00115398 0.00103591 0.00118568 0.000347937
internal_weight=0 673 602 2448 325 2351 1912 277 101 97 223 439 1833 391 91 1808 169 1639 136 1155 59 69 224 365 1132 130 484 77 71 191
internal_count=3121 673 602 2448 325 2351 1912 277 101 97 223 439 1833 391 91 1808 169 1639 136 1155 59 69 224 365 1132 130 484 77 71 191
is_linear=0
shrinkage=0.00196078


Tree=3724
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 15 14 2 2 133 150 52 3 3 11 4 156 52 41 158 159 0 15 0 42 43 483 3 3 15
split_gain=1.26029 0.312104 0.176211 0.146891 0.133135 0.12623 0.117064 0.151111 0.118556 0.115578 0.147159 0.138549 0.166047 0.121189 0.113305 0.110186 0.108088 0.162363 0.14215 0.106356 0.143621 0.111753 0.301655 0.321815 0.114202 0.461906 0.182954 0.157317 0.303859 0.225111
threshold=0.10124500000000002 -0.053259999999999995 0.31358000000000003 -0.03898999999999999 0.10276500000000001 -0.41942499999999994 0.062655000000000016 -0.090999999999999984 0.092120000000000021 0.017095000000000003 0.083250000000000005 -0.46331999999999995 0.090900000000000009 0.0068900000000000012 0.086595000000000019 -0.17966999999999997 0.085790000000000019 -0.069804999999999992 0.079395000000000007 0.11817500000000002 0.11361500000000001 -0.11173999999999999 -0.095869999999999983 -0.14832499999999996 0.084835000000000008 -0.11278499999999998 0.083095000000000016 -0.086049999999999988 -0.084074999999999997 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 15 -2 -5 -6 7 -1 19 11 -11 -10 13 -13 -7 -3 17 -8 -19 20 21 22 -9 -24 -23 -26 27 29 -29 -27
right_child=1 2 -4 4 5 14 16 8 9 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 24 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0023520568709658541 0.0119600933821251 0.0094644331464381979 -0.0036407549650623247 0.0091088996569548431 0.0085825581074459485 -0.0047637857385614719 0.0051113954919856045 0.014534830283618681 0.012906484104626413 0.010234885490280728 0.018338594003580511 0.0077643686581943252 0.0012143972468235205 0.015639748362203439 0.0052743961867552413 0.0043073235446340419 0.020384778256439383 0.020431936601660431 0.0092181791597977288 0.016722537005261984 0.0038017641752958299 0.012119132204603077 0.0096795827570942145 -0.005744461885963878 -0.0043153072663006335 0.011876431343758979 0.0062381320698572289 0.0021348318626248355 0.011599063044859042 0.024608319471146736
leaf_weight=23 87 46 26 120 32 22 22 38 56 338 24 281 37 21 23 417 21 26 20 32 28 721 31 24 21 41 77 37 408 21
leaf_count=23 87 46 26 120 32 22 22 38 56 338 24 281 37 21 23 417 21 26 20 32 28 721 31 24 21 41 77 37 408 21
internal_value=0 0.00590117 0.00436985 0.00853784 0.00702649 0.00378116 0.0105564 0.0104163 0.0104992 0.00948142 0.0107721 0.00829853 0.00753733 0.00831199 0.000366841 0.00481969 0.0141138 0.0121771 0.0155564 0.0110202 0.0108941 0.011034 0.00768305 0.00294909 0.011269 0.0102559 0.0107799 0.0114697 0.0108121 0.0161888
internal_weight=0 773 489 284 197 77 2348 2259 2236 757 362 395 339 302 45 463 89 68 46 1479 1447 1419 93 55 1326 605 584 507 445 62
internal_count=3121 773 489 284 197 77 2348 2259 2236 757 362 395 339 302 45 463 89 68 46 1479 1447 1419 93 55 1326 605 584 507 445 62
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 4 0 1 4 2 15 4 4 150 0 47 3 0 12 15 15 13 10 43 49
split_gain=96.7589 15.3618 9.27162 7.81326 5.60654 4.88993 3.61413 2.77334 2.68119 2.51158 2.09863 1.69767 1.98686 1.5409 1.43871 1.20838 1.13876 1.12019 1.08241 0.902902 0.786827 0.767669 0.639072 0.635677 0.626494 0.608571 0.545152 0.51017 0.441223 0.411577
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14285500000000004 0.40473500000000007 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 0.14960000000000004 -0.098289999999999975 0.40945500000000007 -0.55119499999999988 1.0000000180025095e-35 -0.07929499999999999 0.090100000000000013 -0.12711499999999995 -0.15202999999999997 0.095780000000000018 -0.03241999999999999 -0.40580499999999992 -1.0000000180025095e-35 -0.38124499999999995 -0.08595499999999999 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 11 -5 14 18 -6 12 22 17 16 -14 -4 -13 23 -19 28 -21 -1 -7 -24 -16 -18 -27 -3 -17
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 13 15 -15 25 29 26 19 -20 21 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0018345522504531716 0.0015322195573328477 0.00031459340881254561 0.00058791768891501746 0.0014150471311608261 0.0013585173264372187 0.0015020908557210294 0.0019850768568676147 0.0007201703543575649 0.00079561289553848843 0.00086999661797192173 0.0007537172864163842 0.0020193127110181256 0.0014826619582592696 0.0013363675478578997 0.00023177278704417784 0.0011224029768331378 0.00015297081731673322 0.00161174735217775 0.0010121663102370159 0.0012269131805883401 0.00090155284349605731 0.001530484545712613 0.0016293984060713408 0.0013401290486274543 0.0012457367285988688 7.3202550995583627e-05 0.00047655084562315121 -0.00032702759055693151 0.00060427022050421879 0.0007465254367797885
leaf_weight=23 71 23 48 34 71 181 79 63 37 39 32 23 22 98 30 21 87 1144 27 35 32 377 36 192 30 25 26 24 167 24
leaf_count=23 71 23 48 34 71 181 79 63 37 39 32 23 22 98 30 21 87 1144 27 35 32 377 36 192 30 25 26 24 167 24
internal_value=0 0.000669615 0.000567879 0.00150909 0.00079253 0.00153159 0.00157444 0.000963735 0.0003043 0.00134497 0.00117062 0.00155674 0.00136109 0.00157494 0.000228556 0.00110605 0.0003349 0.00158975 0.00139128 0.0015834 0.00061711 0.0015047 0.00155309 0.00141872 0.00145501 1.18302e-05 0.000227423 -0.000122829 0.000569204 0.000921935
internal_weight=0 673 602 2448 325 2351 1912 97 277 439 103 1833 156 1677 240 67 161 1579 400 1556 222 412 89 373 66 79 113 49 190 45
internal_count=3121 673 602 2448 325 2351 1912 97 277 439 103 1833 156 1677 240 67 161 1579 400 1556 222 412 89 373 66 79 113 49 190 45
is_linear=0
shrinkage=0.00196078


Tree=3726
num_leaves=31
num_cat=0
split_feature=1 12 43 3 150 15 13 47 147 4 402 10 10 52 14 43 1 13 151 376 0 0 402 4 3 402 15 402 4 15
split_gain=1.35543 0.397695 0.237365 0.280665 0.235859 0.1891 0.164899 0.154921 0.138667 0.126933 0.124557 0.133086 0.238266 0.164563 0.212416 0.12198 0.121772 0.160319 0.169055 0.147427 0.119877 0.111108 0.184895 0.230025 0.139995 0.133138 0.17176 0.151697 0.201646 0.134603
threshold=0.11866500000000001 0.051320000000000005 -0.073404999999999984 0.11658 0.10980500000000001 -0.0058549999999999991 0.23855500000000004 0.085505000000000012 0.084575000000000025 0.053180000000000012 0.09388500000000001 -0.011559999999999999 -0.38124499999999995 -0.065544999999999978 -0.10708499999999999 0.016310000000000002 0.086255000000000012 -0.0093149999999999986 -0.059889999999999992 0.083705000000000016 -0.040504999999999992 -0.086074999999999985 -0.012254999999999999 -0.082109999999999975 -0.045649999999999989 0.08865000000000002 -0.079249999999999987 0.083170000000000008 -0.51253999999999988 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 -5 16 10 15 21 11 12 -2 -13 -15 -4 -1 19 -19 -18 -9 22 23 -3 25 26 -23 28 -28 -27
right_child=7 9 3 5 -6 -7 -8 20 -10 -11 -12 13 -14 14 -16 -17 17 18 -20 -21 -22 24 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.010962181948125364 0.0047719608920697987 0.026409215196035802 0.013079393831146542 0.0073061301508763185 0.00056966311697449008 -0.0030455145165324215 0.011541743722841603 0.0085545088497123549 0.0037577146220774877 0.0088766769947904861 -0.0050872042242969782 -0.0016118834824546389 -0.0093681622783399442 0.013777068552250664 0.0039043667525840119 0.0066415160401340802 0.0010259726561013271 0.0028972413800335654 -0.0090535974502563479 0.0091664815663049619 0.00010730449243315629 0.014400762417448724 0.011748146369645312 0.012367707571580209 0.0025240089921724231 0.01613013764226073 0.019465002972308711 0.0021644695725020332 0.0099950293744091121 0.0098638806136717144
leaf_weight=20 26 20 219 60 21 25 32 84 21 285 21 38 22 27 113 34 44 29 20 45 21 98 553 28 21 86 23 24 1004 57
leaf_count=20 26 20 219 60 21 25 32 84 21 285 21 38 22 27 113 34 44 29 20 45 21 98 553 28 21 86 23 24 1004 57
internal_value=0 0.0102354 0.00788152 0.00932448 0.0107833 0.00426153 0.00499559 0.00364743 0.0115661 0.0108456 0.00227961 0.00296413 -0.00170893 0.00422428 0.00580839 0.0122142 0.00366979 0.00261292 -0.00198065 0.00514196 0.00686507 0.0111388 0.0122649 0.0182183 0.0106233 0.0107549 0.0103968 0.0100235 0.0102071 0.0136324
internal_weight=0 2769 570 380 295 85 190 352 274 2199 247 226 48 178 140 253 158 138 49 89 105 1914 601 48 1313 1292 1149 1051 1027 143
internal_count=3121 2769 570 380 295 85 190 352 274 2199 247 226 48 178 140 253 158 138 49 89 105 1914 601 48 1313 1292 1149 1051 1027 143
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=31
num_cat=0
split_feature=1 12 43 1375 3 147 4 13 43 2 48 42 52 15 4 0 12 160 2 11 11 150 12 1420 0 42 43 51 51 16
split_gain=1.0979 0.322133 0.192265 0.259949 0.166677 0.192237 0.136428 0.133568 0.107705 0.106558 0.106491 0.141938 0.11541 0.104143 0.13791 0.128299 0.113365 0.103061 0.102961 0.129412 0.203313 0.138787 0.109151 0.0944141 0.137215 0.184775 0.104859 0.089652 0.0830596 0.0792063
threshold=0.11866500000000001 0.051320000000000005 -0.073404999999999984 -0.096099999999999977 0.11924500000000002 0.089365000000000014 0.40945500000000007 0.23855500000000004 0.016310000000000002 0.14530500000000005 0.083685000000000009 0.094935000000000005 -0.085264999999999994 -0.43375999999999998 0.51303500000000013 -0.0058249999999999994 1.0000000180025095e-35 0.081905000000000019 0.10188000000000001 0.079915000000000014 0.085155000000000022 -0.091259999999999994 0.087625000000000022 -0.083904999999999993 -0.064754999999999993 0.085465000000000013 -0.50216499999999986 0.090230000000000019 0.012085000000000002 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 8 9 10 17 28 11 -1 -12 14 -8 16 -15 29 19 21 -21 -3 -20 -23 26 -26 -25 -6 -2 -5
right_child=6 18 3 4 27 -7 13 -9 -10 -11 12 -13 -14 15 -16 -17 -18 -19 22 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0021619375424321604 0.0088180960443423832 0.018179856315255167 -0.0014638772793114185 0.016958910398451345 0.0070749706186523488 0.0013396936914195185 0.010392929892987013 0.01038756920315791 0.0056966386549174783 0.0013687674253386386 0.01201554108232482 0.0072187427998236997 0.0035290708716059008 0.0041038536943406581 0.0016187231006089275 -0.0077357326176504364 -0.0050434865104034545 0.0072910447943616997 0.001060303132981062 0.019551815770359506 0.0090647214055551515 0.015183007782616187 0.0086542198774483981 0.015463415950988281 0.010993924902962341 0.00052759323294299684 0.0097685618397335 -0.00086649419473750248 0.0030882632844401775 0.011685652055875004
leaf_weight=54 80 20 25 35 44 23 23 32 35 47 22 23 59 42 81 22 20 44 20 36 38 32 353 33 31 37 1599 21 37 153
leaf_count=54 80 20 25 35 44 23 23 32 35 47 22 23 59 42 81 22 20 44 20 36 38 32 353 33 31 37 1599 21 37 153
internal_value=0 0.00921188 0.00709337 0.00839204 0.00908611 0.010112 0.00328269 0.00449603 0.0108676 0.00539052 0.00330281 0.000640084 0.00583404 0.00144394 0.00355917 -0.00117493 0.0011531 0.0116477 0.00976102 0.0100703 0.0141666 0.00989727 0.00824704 0.00980162 0.00970033 0.00529901 0.00988372 0.00450927 0.0070061 0.0126674
internal_weight=0 2769 570 380 355 290 352 190 267 164 158 77 81 188 104 84 62 232 2199 1826 74 1752 373 1732 1700 68 1632 65 117 188
internal_count=3121 2769 570 380 355 290 352 190 267 164 158 77 81 188 104 84 62 232 2199 1826 74 1752 373 1732 1700 68 1632 65 117 188
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 150 4 4 4 2 1 1429 1 51 50 1 47 3 11 1 0 4 4
split_gain=83.8109 13.1662 7.92969 6.81504 5.00957 4.46647 2.51291 2.37049 1.90959 1.89869 1.7725 1.43774 1.32331 1.15451 1.14518 0.946729 0.913589 0.696291 1.12776 0.64362 0.524163 0.780327 0.514193 0.503042 0.489713 0.488132 0.433556 0.393581 0.387139 0.379718
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.14285500000000004 1.0000000180025095e-35 0.40945500000000007 0.24564500000000003 -0.55119499999999988 0.092365000000000017 0.080270000000000022 0.084690000000000015 0.076935000000000017 0.0038750000000000004 0.081075000000000022 0.090540000000000023 0.10648500000000001 -0.017889999999999996 0.075910000000000019 0.16175000000000003 -0.010949999999999998 -0.111605 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 14 11 29 12 -5 13 19 -4 15 -1 17 -17 20 27 22 -22 -19 -3 -15 -8 -13 -7 -21 -6
right_child=1 2 7 10 8 9 25 -9 -10 -11 -12 26 -14 24 -16 16 -18 18 -20 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001790013317358565 0.0013590586305619338 0.00048030121256369753 0.00054632995855579194 0.0011932384330164878 0.0014454776618410558 0.0012392467493991175 0.001519617330794241 0.00068449970285660406 0.00061876903073339545 0.00081638317110832614 0.00063771925637034143 3.7521500149325041e-05 0.00080220522948991661 0.00036000792723486893 0.0009721889796794629 0.0014400116919548347 0.0012895451175682295 0.0014613692594264882 0.00090586472542679951 0.0014944188803239587 0.00098973116243952037 0.0014470513837010251 0.0013265328878892084 0.00077523052838503138 6.4433504084697348e-05 0.0018510115729914079 -0.0002798831401641518 0.00098613663850461732 0.0011850899188013194 0.0011258021406098907
leaf_weight=23 71 201 43 34 20 258 25 37 29 48 63 78 26 32 25 978 293 215 21 60 32 26 220 25 66 54 21 26 21 50
leaf_count=23 71 201 43 34 20 258 25 37 29 48 63 78 26 32 25 978 293 215 21 60 32 26 220 25 66 54 21 26 21 50
internal_value=0 0.000560474 0.000466289 0.00134177 0.000674047 0.00136278 0.00140373 0.00022253 0.00104186 0.00118442 0.000832437 0.000151309 0.0012296 0.000278476 0.00138898 0.00139474 0.00138965 0.0014093 0.00135087 0.00126005 0.00136983 0.00119474 0.00139318 0.000512926 0.000160948 0.00174614 -2.98068e-05 0.00121607 0.00141422 0.00121714
internal_weight=0 673 602 2448 325 2351 1912 277 99 439 97 240 391 141 1833 1808 1785 1492 514 365 493 58 435 226 98 79 99 284 81 70
internal_count=3121 673 602 2448 325 2351 1912 277 99 439 97 240 391 141 1833 1808 1785 1492 514 365 493 58 435 226 98 79 99 284 81 70
is_linear=0
shrinkage=0.00196078


Tree=3729
num_leaves=31
num_cat=0
split_feature=4 3 150 49 2 2 15 12 0 49 0 149 3 48 1 1416 160 3 42 1213 42 155 52 49 1201 475 1203 14 0 41
split_gain=1.17333 0.369732 0.253356 0.207442 0.195483 0.184216 0.172972 0.191561 0.163445 0.151377 0.149633 0.123472 0.121369 0.116726 0.103133 0.097651 0.0959883 0.124707 0.205336 0.125753 0.118483 0.125377 0.094162 0.0922447 0.086997 0.0815416 0.0798301 0.0815999 0.158528 0.111073
threshold=0.27287000000000006 -0.072624999999999981 0.093625000000000014 0.14321000000000003 -0.0091949999999999983 0.25063000000000007 -0.17952999999999997 0.051320000000000005 -0.070154999999999981 -0.054984999999999992 -0.14116499999999996 0.07770500000000001 -0.014944999999999998 -0.091869999999999993 0.11910500000000002 1.0000000180025095e-35 -0.54200499999999985 -0.069009999999999974 0.092620000000000022 -0.076559999999999975 0.11649000000000002 0.099270000000000011 0.12603000000000003 -0.047584999999999995 -0.084114999999999981 -0.079274999999999984 -1.0000000180025095e-35 0.076175000000000007 -0.13027499999999997 0.075585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 8 11 -1 -8 -3 10 -4 14 -10 -6 23 24 -15 18 -18 -19 21 25 -5 -2 -9 -21 -26 28 -28 -29
right_child=5 2 9 22 13 -7 7 15 12 -11 -12 -13 -14 16 -16 -17 17 19 -20 20 -22 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=0.017104389450019776 0.00018936061974743319 0.010546001077940067 0.011777609274722637 0.0054958879982155784 0.01637785771772975 -0.0053012746502645314 0.002879471278835186 0.0034075891459360722 0.0048417298892593904 -0.0049472774548286746 0.00098961369690692266 0.010387151142080817 -0.0056732079723761202 0.014623325713047829 0.0014988848292468791 0.016259090144187215 -0.002952660556184128 0.015816816599824684 0.0087473701481940221 0.0043833485663574388 0.0039059364177445148 0.01654560941864144 -0.0035570568032562734 0.0065292664490301496 0.016026374826800416 0.0092394590370455873 0.0019378432966768743 0.0080584271302954723 0.0099583610369559563 0.017077356693011504
leaf_weight=34 29 21 20 27 21 24 38 20 23 22 36 26 21 27 163 25 24 26 40 38 47 22 20 110 22 384 25 22 1728 36
leaf_count=34 29 21 20 27 21 24 38 20 23 22 36 26 21 27 163 25 24 26 40 38 47 22 20 110 22 384 25 22 1728 36
internal_value=0 0.00928536 0.00750233 0.00807297 0.00850839 0.00315586 0.0100342 0.00990876 0.00328751 0.00208126 0.00484247 0.00377468 -0.000176763 0.00904791 0.00320539 0.010051 0.00879474 0.00852387 0.00435986 0.00903934 0.00868045 0.00918586 0.00164357 0.00520655 0.00996724 0.00880218 0.0100388 0.00996608 0.00984398 0.0136564
internal_weight=0 2769 819 741 694 352 1950 1916 65 78 56 328 44 629 302 1878 608 581 64 517 491 444 47 139 1853 422 1833 1811 1753 58
internal_count=3121 2769 819 741 694 352 1950 1916 65 78 56 328 44 629 302 1878 608 581 64 517 491 444 47 139 1853 422 1833 1811 1753 58
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 34 1 2 2 12 4 4 150 4 47 4 4 1 3 4 13 1 0
split_gain=52.7102 8.89053 5.46691 4.76424 3.05029 2.55163 1.73767 1.6544 1.51178 1.37227 1.28126 0.975056 0.920116 0.9044 1.43929 0.725573 0.672686 0.736149 0.659508 0.594989 0.628689 0.471833 0.466158 0.408422 0.406048 0.387185 0.566913 0.386816 0.371961 0.609357
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14960000000000004 0.11474000000000002 0.14285500000000004 -1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.090285000000000018 -0.51253999999999988 0.27834500000000006 1.0000000180025095e-35 0.053180000000000012 0.078345000000000012 -0.14098499999999997 -0.0070899999999999991 0.16175000000000003 0.086245000000000016 -0.031404999999999995 -1.0000000180025095e-35 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 -5 19 23 12 -4 16 15 -15 17 -1 -14 20 28 -3 -18 -6 -13 -19 -27 -20 29 -7
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 24 18 14 -16 -17 22 25 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018072954301629302 0.0013971502907333436 0.00066491004590894657 0.0002750038430257041 0.0012678774185435719 0.0014751858828392795 0.0013465802003936719 0.0017010950405531254 0.00084706466677329664 0.00075483838702939559 0.0008120355664065521 0.00073856345938341653 0.00031763515158899622 0.00084463703347936129 0.0010059090796461089 0.0008306078284102328 0.0013688078566073045 0.0011005420711218835 0.0014445042348206424 0.00039335315374167433 0.0010085109776506822 0.0011770501410014868 0.00090245313384294389 0.0013674919801250338 0.0011545396182967833 1.0465014809403433e-05 0.0014981161479522534 0.0010611100702309141 0.0007180125112571413 0.0014565907918318974 0.0010639496110066645
leaf_weight=21 71 183 45 34 21 181 76 37 63 26 26 78 32 23 23 268 27 1023 43 30 124 39 367 56 21 21 25 21 81 35
leaf_count=21 71 183 45 34 21 181 76 37 63 26 26 78 32 23 23 268 27 1023 43 30 124 39 367 56 21 21 25 21 81 35
internal_value=0 0.000740922 0.000663526 0.00136052 0.000836031 0.00137809 0.00141068 0.000461129 0.000934667 0.00125005 0.00111491 0.00040163 0.000506355 0.00139841 0.0013028 0.00134013 0.00141863 0.00144373 0.0006148 0.00127531 0.00129432 0.000706641 0.0013492 0.00124199 0.000252478 0.00143659 0.00126061 0.000499882 0.00134328 0.00130078
internal_weight=0 673 602 2448 325 2351 1874 277 97 477 103 240 141 1798 314 291 1484 1090 96 451 421 222 394 77 99 1069 46 64 297 216
internal_count=3121 673 602 2448 325 2351 1874 277 97 477 103 240 141 1798 314 291 1484 1090 96 451 421 222 394 77 99 1069 46 64 297 216
is_linear=0
shrinkage=0.00196078


Tree=3731
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 11 2 47 3 15 2 2 13 160 16 1 51 159 52 0 12 43 49 158 1 13
split_gain=70.1004 11.6104 6.74093 5.34463 4.80341 3.74182 2.64858 2.43243 2.25108 2.12096 2.005 1.60955 1.02324 0.97712 0.859446 0.773841 0.696471 0.818812 0.692512 0.640874 0.583731 0.541354 0.545754 1.08356 0.555587 0.507073 0.503945 0.502823 0.486756 0.468665
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.40473500000000007 1.0000000180025095e-35 0.089885000000000007 0.13082500000000002 -0.11171999999999999 0.040760000000000005 0.094835000000000017 0.17025000000000004 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 0.086920000000000011 0.084305000000000019 0.0089800000000000019 0.092965000000000006 -0.13027499999999997 0.095330000000000012 -0.016814999999999997 0.088340000000000016 0.096590000000000023 0.15799000000000005 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 16 6 9 14 -6 10 19 15 25 20 -1 29 -3 -18 -19 -5 -11 22 23 -14 -25 -12 -16 -23 -17 -4
right_child=1 2 11 5 8 -7 -8 -9 -10 13 12 -13 21 -15 26 28 17 18 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001567459269231107 0.0014441891259084176 0.00055085048882984647 0.00024304582794671447 0.001527152541193305 0.0012652875567632236 0.00060763169591333344 0.00094618288794353657 0.00077764257426694849 0.00070225788257541322 0.001668476950039708 0.0013174958299188052 0.00080959827252356548 0.00092533532135626853 0.0018970486862261284 0.00093287330887773456 0.00020266423392056095 0.00096554092325471918 0.00072478888625348062 0.00031235330172029195 0.0014325820412688036 0.0012993288698041683 0.0015986283764484806 0.0014372123372160448 0.0014171076622948209 0.0012505752992216458 0.00093643614383788422 0.00132007624338321 0.001297749154788566 -0.00019784455662410632 0.00051393711521913589
leaf_weight=28 76 175 73 927 86 20 38 64 40 58 25 22 25 58 24 28 42 72 20 392 23 81 262 189 130 29 28 29 20 37
leaf_count=28 76 175 73 927 86 20 38 64 40 58 25 22 25 58 24 28 42 72 20 392 23 81 262 189 130 29 28 29 20 37
internal_value=0 0.000721178 0.00063183 0.00142895 0.000763882 0.00145203 0.00145948 0.00106256 0.00108655 0.00146824 0.00145263 0.000312705 0.00137313 0.00170277 0.0012905 0.000243517 0.000632309 0.000738691 0.000635129 0.00149905 0.00156366 0.00139276 0.00136979 0.00131843 0.00134924 0.00111285 0.00114137 0.00151931 3.57856e-05 0.000334164
internal_weight=0 691 615 2430 435 2286 2266 144 126 2228 2089 180 770 139 80 158 309 134 92 1319 81 716 606 344 319 54 52 110 48 110
internal_count=3121 691 615 2430 435 2286 2266 144 126 2228 2089 180 770 139 80 158 309 134 92 1319 81 716 606 344 319 54 52 110 48 110
is_linear=0
shrinkage=0.00196078


Tree=3732
num_leaves=31
num_cat=0
split_feature=1 3 2 4 1 2 11 4 123 132 1 2 16 1454 1454 480 1444 50 2 52 0 51 1 12 3 1446 403 1456 483 16
split_gain=1.47323 0.332183 0.218622 0.196939 0.180388 0.13757 0.163804 0.130132 0.119252 0.118845 0.110039 0.280692 0.237405 0.107752 0.185596 0.20576 0.174581 0.141416 0.177588 0.302668 0.166039 0.129222 0.209961 0.149441 0.127959 0.405777 0.122097 0.119999 0.130749 0.117961
threshold=0.10337500000000001 -0.028564999999999997 0.25063000000000007 0.40124500000000002 0.13075500000000004 0.097070000000000004 0.080455000000000013 0.042705000000000007 1.0000000180025095e-35 0.10240500000000001 0.086920000000000011 0.087675000000000017 -0.088394999999999987 0.10234000000000001 0.081720000000000015 -0.085809999999999984 -1.0000000180025095e-35 0.11669000000000002 0.084055000000000005 -0.080979999999999983 -0.10151999999999999 0.095050000000000009 0.080270000000000022 0.08815000000000002 -0.085784999999999986 0.083715000000000026 -0.062634999999999982 0.089050000000000004 -0.096724999999999992 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 7 6 10 -2 9 -7 13 -12 -13 14 15 -1 -17 18 19 -18 -21 22 27 -23 25 29 -26 28 -20 -22
right_child=1 2 -4 -5 -6 8 -8 -9 -10 -11 11 12 -14 -15 -16 16 17 -19 21 20 24 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.020353861532553478 0.01189964301190744 0.0045302577784723883 -0.0041932846641195226 0.0014315282883630559 0.0032641848392688253 0.010368741051329157 0.017308676032666375 0.007211109155361526 0.0039766306258065421 0.0045541868808581252 0.010668713674098733 -0.005789655102416873 0.0089623473817482587 0.017384972999570893 0.0046251021435876434 0.0027009905432350935 0.0035424443131143396 0.0046634691684240741 0.018352961450539256 0.024110264430584557 0.016151080199947151 0.022613919295725371 0.0034264634676011551 0.012150608657453306 0.0063436863993826731 0.028958510920744054 0.015682416552278613 0.0040243867403742944 0.011285474034889748 0.0075503696242104406
leaf_weight=27 115 392 31 22 58 469 45 122 36 38 403 20 24 32 38 22 22 28 27 22 52 21 35 39 28 22 28 22 858 23
leaf_count=27 115 392 31 22 58 469 45 122 36 38 403 20 24 32 38 22 22 28 27 22 52 21 35 39 28 22 28 22 858 23
internal_value=0 0.0056872 0.00389094 0.0108495 0.00826284 0.0109365 0.0113497 0.00948614 0.00953804 0.00993294 0.0112001 0.0098407 0.00225689 0.0116516 0.0115119 0.011717 0.0115303 0.0116886 0.0118527 0.0145974 0.0159872 0.0113131 0.0110265 0.0158128 0.0148192 0.0170165 0.0110131 0.0113197 0.0115011 0.0135135
internal_weight=0 718 423 2403 295 2381 1838 237 543 507 1793 447 44 1346 1314 1276 1249 1227 1199 197 175 1002 942 60 153 97 56 907 885 75
internal_count=3121 718 423 2403 295 2381 1838 237 543 507 1793 447 44 1346 1314 1276 1249 1227 1199 197 175 1002 942 60 153 97 56 907 885 75
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=31
num_cat=0
split_feature=1 3 1 12 2 403 150 51 1 0 2 1209 150 150 43 13 2 13 96 0 131 47 16 12 157 3 4 16 1212 475
split_gain=1.20627 0.217717 0.172734 0.17949 0.165982 0.159503 0.158335 0.173425 0.15394 0.14685 0.127599 0.124685 0.104538 0.102489 0.12076 0.190229 0.116121 0.122535 0.0978115 0.149848 0.0971534 0.0957851 0.0921936 0.0908318 0.124366 0.131122 0.122961 0.122179 0.133048 0.178694
threshold=0.10920500000000001 -0.028564999999999997 0.090540000000000023 -0.010834999999999999 0.11411 -0.52336499999999997 1.0000000180025095e-35 -0.18912999999999996 0.16540500000000002 -0.036484999999999997 0.13404500000000005 -0.090519999999999975 0.097810000000000022 0.116995 -0.05647499999999999 -0.010739999999999998 0.11362000000000001 -0.043669999999999994 0.083725000000000008 -0.07384499999999998 0.11767000000000001 0.090280000000000013 0.13751500000000003 0.089885000000000007 -0.089089999999999989 0.092670000000000016 -0.072334999999999997 -0.067914999999999989 0.089005000000000015 -0.081219999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 18 9 -5 7 -7 13 21 11 -1 -8 14 15 -3 -16 -18 19 -4 -9 -2 -12 24 -13 -26 -27 -25 29 -29
right_child=1 8 3 5 -6 6 12 20 -10 -11 22 23 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=0.015690559362992646 0.015538832829999072 0.0034932857229432557 0.0051707178725001329 0.00061266421848400071 0.0038011505485071695 0.018831555109037171 -0.00062085362997922036 0.0092237201731043186 -0.0050033357217098067 0.0033705161372199659 0.0010828554065449648 0.014819205320225314 0.0075792202799589772 -0.0025478425077520885 0.0094688473409920374 -0.0070065377364781772 0.0016534749964024699 0.0078401436390099569 0.010614275556290523 -0.0047276317235082389 0.016415439038537444 0.0088468487037938436 0.0098036339548839765 0.010498592235680537 0.010531733665635024 0.0098921028446689579 -0.00082899336237460372 0.015547835090828519 0.00011114234969552075 0.0075741412559179183
leaf_weight=40 35 80 65 22 93 22 22 309 23 30 27 65 53 26 53 22 86 51 20 20 20 55 22 334 1130 23 20 31 21 301
leaf_count=40 35 80 65 22 93 22 22 309 23 30 27 65 53 26 53 22 86 51 20 20 20 55 22 334 1130 23 20 31 21 301
internal_value=0 0.00446381 0.00960901 0.00804355 0.0069721 0.00891574 0.00934454 0.0102357 0.00289705 0.00942959 0.0100389 0.0101645 0.00517387 0.00346846 0.00400416 0.00122862 0.00549418 0.00395654 0.00432219 0.00284169 0.00966091 0.0114493 0.00499831 0.0100497 0.0105614 0.0103255 0.00490555 0.0091276 0.00783041 0.00831867
internal_weight=0 554 2567 553 213 448 426 351 341 120 2014 1965 75 318 292 102 190 137 105 85 329 90 49 1925 1238 1173 43 687 353 332
internal_count=3121 554 2567 553 213 448 426 351 341 120 2014 1965 75 318 292 102 190 137 105 85 329 90 49 1925 1238 1173 43 687 353 332
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 1 2 2 2 1 11 1 4 48 14 49 13 50 3 0 12 3 1 15 52 1447 40 43
split_gain=37.5007 4.69883 4.49119 2.54886 2.52569 1.91449 1.51434 1.50119 1.21328 1.36622 1.10733 0.765751 0.698106 0.86293 1.40402 0.861291 0.637164 0.572726 0.52186 0.501089 0.482576 0.391543 0.524929 0.390541 0.390022 0.387464 0.460904 0.377059 0.329519 0.291538
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14285500000000004 0.089775000000000008 0.092845000000000025 -1.0000000180025095e-35 0.10803500000000001 0.14960000000000004 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090225000000000014 0.062655000000000016 -0.012034999999999999 -1.0000000180025095e-35 0.086295000000000011 0.12745000000000004 -0.073309999999999986 0.096525000000000014 -0.014944999999999998 0.12958500000000003 0.040760000000000005 -0.07167999999999998 -0.082869999999999985 -0.063404999999999989 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 8 11 -4 23 24 12 16 13 27 -15 -16 -1 -2 28 -7 -20 -13 -23 -3 -10 26 -14 -8 -11 -9
right_child=1 5 7 -5 -6 19 10 29 9 18 -12 21 25 14 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012761926868874256 0.00079325611063954873 0.00062701972384078834 0.00113527276605036 0.00062502532580222838 0.00075595785362528301 0.00024413712058754208 0.001414455582113827 0.00072902424596567035 0.0011929814748585542 0.00068697523582517009 0.00076622553043303445 0.0012041549222357379 0.0013534347645132547 0.0012470298354365244 0.00042113461696049748 0.00098968917290035764 0.001485321925561188 0.0011593593170950531 0.00061543352673892936 0.00056918198584189085 0.00095691841592953221 0.00076350789772821411 0.0011826220810543218 0.00034204424357763035 0.00081465005071139807 0.0015743275125529252 0.0010111157983249308 0.0011696387937376105 0.0004400400207759137 0.00045603486134502847
leaf_weight=1106 20 26 37 74 45 88 25 53 22 31 26 190 62 35 20 21 59 92 41 23 26 20 27 64 20 20 20 744 63 21
leaf_count=1106 20 26 37 74 45 88 25 53 22 31 26 190 62 35 20 21 59 92 41 23 26 20 27 64 20 20 20 744 63 21
internal_value=0 0.00064952 0.00119846 0.000907409 0.00121615 0.000530789 0.00122487 0.000812794 0.000613868 0.000697882 0.00116544 0.00126612 0.0011764 0.0011579 0.000958582 0.000712345 0.00128678 0.00109398 0.000615723 0.000311489 0.00074795 0.00116452 0.00100428 0.00042437 0.00101282 0.00132963 0.00126994 0.0011776 0.000521476 0.000651554
internal_weight=0 590 2531 186 2420 404 2375 111 293 203 973 1402 947 845 76 41 1165 112 161 111 67 237 47 90 42 102 82 769 94 74
internal_count=3121 590 2531 186 2420 404 2375 111 293 203 973 1402 947 845 76 41 1165 112 161 111 67 237 47 90 42 102 82 769 94 74
is_linear=0
shrinkage=0.00196078


Tree=3735
num_leaves=31
num_cat=0
split_feature=4 3 2 12 1 2 149 39 457 14 44 0 157 16 4 41 12 480 1454 4 159 1209 394 13 12 1210 403 399 1 157
split_gain=1.17913 0.369737 0.264948 0.210516 0.196232 0.154274 0.121321 0.121273 0.120634 0.130811 0.121566 0.148315 0.282822 0.155098 0.365582 0.134286 0.130549 0.206873 0.168227 0.150793 0.154948 0.115372 0.126693 0.111601 0.130961 0.131073 0.127947 0.116037 0.109792 0.104163
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -0.010834999999999999 0.093575000000000019 0.25063000000000007 0.07770500000000001 0.10076500000000001 0.31508000000000008 0.019675000000000002 1.0000000180025095e-35 -0.10096999999999999 -0.067349999999999979 -0.040964999999999994 -0.0019149999999999998 0.081560000000000007 0.090455000000000021 -1.0000000180025095e-35 0.094595000000000012 -0.51843499999999987 0.12283500000000001 -0.079679999999999987 -0.0074349999999999998 -0.078944999999999987 0.092255000000000018 -0.07692499999999998 -0.079154999999999989 0.10153500000000001 0.12000500000000001 -0.049319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 28 -1 9 10 11 12 -5 14 -14 16 19 -18 21 -13 -21 -19 -23 -24 26 -26 -25 -27 -2 -11
right_child=5 -3 -4 8 -6 -7 -8 -9 -10 29 -12 15 13 -15 -16 -17 17 18 -20 20 -22 22 23 24 25 27 -28 -29 -30 -31
leaf_value=0.012881274480128387 0.0051661745894567247 0.0024253784396375219 -0.0011432578706223032 -0.0033027747200559017 0.0043396716753664995 -0.0045331068589196857 0.01032719800177102 0.005026394584826354 0.0021717315912246704 0.020064245481044057 0.015361248427190078 0.017784954629217583 -0.0051265887738693328 0.01466830101456832 0.0091495800665882601 0.0025422585157987973 -0.00038799347186630422 0.0027917285818451396 0.00057723531056018103 0.010433608946760447 0.019106610412044187 0.014814054284943269 0.012170331382866838 -0.0010613500747991644 0.016927276729889539 0.0089470927074349355 0.0077315449951437581 0.016193589078181466 0.0013514321294215118 0.011894037575021544
leaf_weight=61 147 75 23 23 137 24 26 29 20 20 39 30 21 33 123 24 22 24 21 1079 21 48 134 23 23 563 59 23 155 71
leaf_count=61 147 75 23 23 137 24 26 29 20 20 39 30 21 33 123 24 22 24 21 1079 21 48 134 23 23 563 59 23 155 71
internal_value=0 0.00935091 0.00954372 0.00963574 0.00672272 0.00320628 0.00377258 0.0103503 0.00990631 0.00997012 0.00982504 0.00973092 0.00712915 0.00848471 0.00706764 0.00997942 0.0100656 0.00919493 0.00942458 0.01079 0.0105992 0.00963171 0.00981975 0.00952917 0.00901699 0.00952216 0.00526525 0.00923151 0.00320828 0.0136897
internal_weight=0 2769 2694 2671 227 352 328 90 2444 2424 2333 2294 200 177 144 2094 2070 940 918 1130 1100 897 873 825 691 609 82 586 302 91
internal_count=3121 2769 2694 2671 227 352 328 90 2444 2424 2333 2294 200 177 144 2094 2070 940 918 1130 1100 897 873 825 691 609 82 586 302 91
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 44 1 11 2 3 1 43 43 3 39 0 2 13 15 1 3 131 159 52 52 1 158
split_gain=26.8853 4.29562 2.65055 2.17263 1.66029 1.43041 1.31813 0.902911 0.841339 0.810968 0.7647 0.743594 0.655814 0.517493 0.509222 0.455301 0.433021 0.444319 0.414321 0.392317 0.351271 0.340885 0.340621 0.3387 0.31981 0.312144 0.315486 0.265185 0.335288 0.265037
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.11474000000000002 0.094585000000000016 0.077845000000000011 1.0000000180025095e-35 0.092120000000000021 0.31370500000000007 0.086920000000000011 -0.20207499999999998 -0.080324999999999994 0.076840000000000006 0.095830000000000012 -0.23194499999999998 0.087675000000000017 -0.07743499999999999 -0.41942499999999994 0.090840000000000018 -0.11171999999999999 0.090385000000000007 0.0089800000000000019 0.092965000000000006 -0.49577999999999994 0.076935000000000017 0.10667500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 -3 6 10 -6 12 -5 11 13 16 18 -12 -11 17 20 -1 -15 -4 -14 -16 -13 -2 26 27 -25 -29 -27
right_child=1 2 8 9 7 -7 -8 -9 -10 15 14 23 21 19 22 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 29 -28 28 -30 -31
leaf_value=0.0013540529474323872 0.0011058222388519959 0.00054277130419062738 0.00026908416521016348 0.0010071985300953816 0.00095028755042636602 0.00069018692954510351 0.00057506355011129593 0.00050688403676830084 0.00074144282682056734 0.00071330477243938557 0.0009131958065980594 0.00080387170472837608 0.0003240284915215604 0.0010085505482826387 0.0013105245137483626 0.00036223717746050919 0.00059104041707252011 0.00024992417489728632 0.0010691659668817936 0.00075979300382719858 0.00057967359656215856 6.640531045074264e-05 0.0010991825131463167 0.0010164651256928403 0.00083046201555654891 0.0011538905543753513 0.0010185161501110452 0.00090909568898552007 0.00064141071693716092 0.00092378446619927924
leaf_weight=20 50 226 21 28 76 48 24 23 22 49 24 43 39 390 73 20 39 71 1052 26 42 40 49 79 24 67 230 179 20 27
leaf_count=20 50 226 21 28 76 48 24 23 22 49 24 43 39 390 73 20 39 71 1052 26 42 40 49 79 24 67 230 179 20 27
internal_value=0 0.000570826 0.000515766 0.00101333 0.000635528 0.0010252 0.00103218 0.000847275 0.000373713 0.000725755 0.001037 0.0010276 0.000341609 0.0010517 0.00117428 0.000611546 0.000409204 0.000356281 0.00107448 0.000993003 0.000476144 0.000193586 0.00122564 0.000971992 0.00101652 0.000984001 0.000964795 0.000920349 0.000882193 0.0010878
internal_weight=0 673 599 2448 325 2351 2303 99 274 97 2279 2133 252 1488 146 69 173 134 1072 416 63 79 122 645 74 602 508 278 199 94
internal_count=3121 673 599 2448 325 2351 2303 99 274 97 2279 2133 252 1488 146 69 173 134 1072 416 63 79 122 645 74 602 508 278 199 94
is_linear=0
shrinkage=0.00196078


Tree=3737
num_leaves=31
num_cat=0
split_feature=4 3 2 12 1 1 43 0 11 481 47 11 11 11 4 3 3 0 483 0 12 2 2 42 1208 1213 1 12 457 12
split_gain=1.09131 0.338893 0.237454 0.195327 0.174013 0.133965 0.123516 0.120831 0.111053 0.138221 0.135203 0.13421 0.112128 0.119712 0.109982 0.131526 0.125219 0.163481 0.122013 0.107194 0.113478 0.107169 0.111618 0.105715 0.184775 0.118824 0.118288 0.122382 0.103935 0.103188
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -0.010834999999999999 0.093575000000000019 0.13075500000000004 0.084740000000000024 0.024095000000000002 1.0000000180025095e-35 -0.051484999999999996 0.079855000000000023 0.086080000000000018 0.08976000000000002 0.096970000000000015 0.42642000000000008 -0.034684999999999994 -0.028564999999999997 -0.21861499999999998 0.085050000000000014 -0.036484999999999997 -0.12529499999999996 0.094095000000000012 0.10467500000000002 0.11457500000000002 0.099975000000000008 -0.021674999999999996 0.091785000000000019 0.10408500000000002 0.31508000000000008 0.084595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 21 6 14 19 23 -10 11 29 -13 -14 16 -16 -2 -18 -17 20 -7 -1 -23 28 25 -25 27 -27 -5 -11
right_child=5 -3 -4 8 -6 7 -8 -9 9 10 -12 12 13 -15 15 18 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.014442500669290037 0.0062300572318858228 0.0025017804821642741 -0.00080055352300405507 0.0097345654059290306 0.0043538107926766973 0.006569681577901873 0.012369059361517429 -0.005232549182031877 0.0042074529035016897 0.010333005998283625 0.020504249267902369 0.0030653461411764677 0.01609379537736199 0.0067614904708332485 0.0020057006739079954 0.014031862074819705 0.00284450589805036 -0.0082023025878394645 0.0039483501017093655 0.0089699166594073183 -0.00095210980212775606 0.0030172797273202191 0.011951995820358947 0.010866913862590647 0.013260872757716761 0.010214337429991276 -0.0019158472706164633 0.0018901935141337545 0.002491125175729394 0.01860523169161752
leaf_weight=34 38 75 23 2078 137 27 20 26 20 25 21 22 28 27 35 30 37 21 20 20 78 29 27 29 37 33 28 38 20 38
leaf_count=34 38 75 23 2078 137 27 20 26 20 25 21 22 28 27 35 30 37 21 20 20 78 29 27 29 37 33 28 38 20 38
internal_value=0 0.00913215 0.00931674 0.00940386 0.00659789 0.00322078 0.00491166 0.000969993 0.00966448 0.012048 0.013022 0.0118996 0.00909901 0.0115125 0.00408764 0.00670732 0.00176813 -0.0011552 0.00999846 0.00226012 0.000982065 0.0100139 0.00732509 0.00947384 0.00703666 0.00523748 0.00358845 0.00575916 0.00966551 0.0153226
internal_weight=0 2769 2694 2671 227 352 201 151 2444 181 161 140 77 55 181 85 96 58 50 125 105 90 56 2263 165 128 99 71 2098 63
internal_count=3121 2769 2694 2671 227 352 201 151 2444 181 161 140 77 55 181 85 96 58 50 125 105 90 56 2263 165 128 99 71 2098 63
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 4 3 14 1 47 2 2 4 1 52 1 2 52 15 1 0 0 43 160 3 12 16 0 131
split_gain=41.0685 6.92854 4.37874 3.60356 2.32929 2.1571 1.97836 1.86279 1.34014 1.11005 1.05892 1.02377 0.867402 0.654011 0.511219 0.484433 0.613982 0.785576 0.353144 0.348308 0.354977 0.341345 0.329347 0.327491 0.319784 0.342211 0.303824 0.286599 0.476563 0.279203
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 -0.020429999999999997 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.090050000000000005 0.14285500000000004 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.16675999999999999 -0.41942499999999994 0.14754500000000001 0.18019500000000002 -0.026509999999999995 -0.080554999999999974 -0.067824999999999983 -0.022174999999999997 0.090285000000000018 -0.097644999999999996 -0.11173999999999999 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 7 6 8 -3 11 -5 12 14 13 -4 27 -13 21 -18 -10 -14 -21 26 -7 -11 -15 -26 -17 -1 -29 -2
right_child=1 2 10 9 -6 22 -8 -9 18 23 -12 15 19 24 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0013822957325114898 0.0013217281986884291 0.0011294539111545317 0.00067546556766021786 0.0011274950812982165 0.00061843386322566331 0.00098744978440955364 0.00069303269667317737 0.0005881217962550912 0.0012507089811797235 0.00078303757397567514 0.00073046404116431458 0.0013698783003663975 0.00037060285833031019 0.00058040113806826171 0.0011747067589013972 0.0012480611148567651 0.00066904581284948754 0.0011267372935006787 0.0015486592778073537 0.00025629061072596102 -4.4377723204458009e-05 0.00092671799309113447 0.00066147848772696955 0.00048148380921167488 0.00050194156047119723 0.00022730038462043402 0.0011598912420529969 0.0010614945023667579 0.0012772025646533016 0.0010652580050861135
leaf_weight=93 47 81 39 34 205 22 26 35 20 45 34 46 37 23 220 215 21 46 65 36 26 20 26 20 26 53 499 41 995 25
leaf_count=93 47 81 39 34 205 22 26 35 20 45 34 46 37 23 220 215 21 46 65 36 26 20 26 20 26 53 499 41 995 25
internal_value=0 0.000658189 0.000588671 0.00120688 0.000744078 0.00122229 0.00123085 0.000966121 0.00123698 0.000840416 0.000406608 0.00122763 0.000360728 0.000459502 0.00126118 0.0011742 0.00116296 0.000983282 0.00147855 0.00022005 0.000130204 0.00117936 0.000810882 0.000690252 0.000376928 0.000317689 0.00118644 0.00127803 0.00126867 0.00123268
internal_weight=0 667 595 2454 321 2355 2307 116 2281 99 274 2196 240 141 1349 847 801 67 85 99 62 734 48 65 102 79 714 1129 1036 72
internal_count=3121 667 595 2454 321 2355 2307 116 2281 99 274 2196 240 141 1349 847 801 67 85 99 62 734 48 65 102 79 714 1129 1036 72
is_linear=0
shrinkage=0.00196078


Tree=3739
num_leaves=31
num_cat=0
split_feature=1 2 97 0 2 13 3 12 44 49 14 14 11 4 49 43 131 124 160 11 41 1 14 1429 156 157 16 1374 157 150
split_gain=1.06029 0.287536 0.165891 0.156149 0.155479 0.150716 0.145904 0.133208 0.114087 0.11075 0.109709 0.10512 0.120642 0.0947266 0.118731 0.110232 0.0952428 0.0913181 0.0942387 0.0833161 0.226715 0.0828059 0.0770791 0.0766335 0.0796444 0.221001 0.402367 0.144129 0.118545 0.110777
threshold=0.11866500000000001 0.10252500000000002 -0.0047149999999999996 -0.13843999999999998 0.15609500000000001 -0.11122999999999998 0.30112000000000005 -0.42850999999999995 1.0000000180025095e-35 0.13173000000000004 -1.0000000180025095e-35 0.076175000000000007 0.08740500000000001 0.49041500000000005 0.14233500000000002 -0.035139999999999991 0.090280000000000013 -0.083859999999999976 0.084770000000000026 0.076920000000000002 0.079395000000000007 0.10439500000000002 -0.46166999999999997 -0.087914999999999979 0.087380000000000013 -0.082009999999999986 -0.0068949999999999992 0.086000000000000007 -0.087084999999999982 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 -5 13 -8 11 -7 -3 12 17 14 15 16 -2 18 -4 -13 -21 -12 -15 -19 27 26 28 29 -26 -25
right_child=6 3 8 4 -6 9 7 -9 -10 -11 21 19 -14 22 -16 -17 -18 23 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0031903622695841852 0.0024356292229559687 0.01141450365073979 0.010295426177326591 0.0020526399610169008 -6.514596015304877e-05 0.0094591647047006233 0.0050239940557409738 -0.0027428002988075144 0.017106223044296109 0.0018263896345160902 -0.00087987284571158168 0.0095771788518775169 0.0020130235746148089 0.0077009609933676466 0.00078238651622086763 0.011606052932752804 0.0099482953080614264 0.014372584931552411 0.0010859315283596517 0.022213719118288004 0.0084206018438139421 0.0048628586067518756 0.00094322274089790885 0.0098915434373221447 0.014299467282200402 0.010779136332719434 -0.0064642044429022542 0.017111814651569284 0.0049317651973771201 0.0052034422253760017
leaf_weight=39 45 20 20 33 22 384 34 63 21 20 33 37 21 21 32 44 27 35 25 26 22 105 86 1641 22 103 26 27 35 52
leaf_count=39 45 20 20 33 22 384 34 63 21 20 33 37 21 21 32 44 27 35 25 26 22 105 86 1641 22 103 26 27 35 52
internal_value=0 0.00910733 0.00965297 0.00720422 0.00813758 0.00855054 0.00328059 -2.04188e-05 0.00977225 0.0090813 0.00449275 0.00969863 0.00955275 0.00453626 0.00617507 0.0076627 0.00525288 0.00963248 0.00517904 0.0131431 0.0158919 0.0034896 0.00226951 0.00973573 0.00965058 0.00768485 0.00384495 0.00986315 0.00854737 0.00974755
internal_weight=0 2769 2152 617 459 437 352 97 2113 404 158 2092 2007 255 148 116 72 1986 45 85 48 138 107 1941 1906 186 83 1720 57 1693
internal_count=3121 2769 2152 617 459 437 352 97 2113 404 158 2092 2007 255 148 116 72 1986 45 85 48 138 107 1941 1906 186 83 1720 57 1693
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 2 4 4 150 0 150 12 3 4 3 0 0 10 4 0 13 15 47 4 484
split_gain=54.2959 8.89557 5.34203 4.65618 3.20239 2.88081 1.84451 1.62659 1.50606 1.34984 1.2587 1.09076 1.00691 0.945651 0.917194 0.86847 0.811557 0.668159 0.641673 0.555021 0.424162 0.419134 0.409873 0.400706 0.452206 0.384539 0.381291 0.36408 0.361266 0.360755
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.13501500000000002 0.17025000000000004 0.40945500000000007 0.00063500000000000004 0.09487000000000001 -0.11173999999999999 1.0000000180025095e-35 0.087695000000000009 0.30112000000000005 -0.51843499999999987 -0.13927999999999999 -0.15202999999999997 -0.080309999999999979 -0.38124499999999995 0.053180000000000012 0.14486500000000005 -1.0000000180025095e-35 -0.03241999999999999 0.090100000000000013 -0.0070899999999999991 0.064170000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 12 -5 28 15 11 17 14 20 26 23 18 -4 -16 -20 -14 -18 -12 24 -7 -13 -1 -3 -6 -23
right_child=1 2 10 7 8 9 -8 -9 -10 -11 22 25 13 -15 16 -17 21 -19 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013006900951099329 0.0013641146223382086 0.00065159486802692413 0.00077542488220293325 0.0012762314196345164 0.0014668670099447754 0.0013527658472645787 0.0017023816735505812 0.00074406826582850609 0.00066799296436153308 0.00091964805443935538 0.00030462035565285793 0.00033385675800951323 0.0015929031079890681 0.00093266689093457499 0.0018050720572582925 0.00092664262213586635 0.0014178859597258095 0.00038085139411337234 0.0011352686423297023 0.0014668356013060294 0.0012950402297967044 0.0013430334467442124 -4.9130214633894905e-05 0.0011898382240491329 0.0010658803790528247 0.000578262973897739 0.00095574294387922346 0.00087173156775405248 0.001159864875386242 0.0010893421792262453
leaf_weight=28 74 192 66 34 20 259 76 63 23 48 34 99 20 27 21 27 420 22 20 658 227 342 20 110 23 33 22 34 56 23
leaf_count=28 74 192 66 34 20 259 76 63 23 48 34 99 20 27 21 27 420 22 20 658 227 342 20 110 23 33 22 34 56 23
internal_value=0 0.000722747 0.000643513 0.0013516 0.000813534 0.00136897 0.00140314 0.0009306 0.00110761 0.00123111 0.000441846 0.000507688 0.00139056 0.00128107 0.00141012 0.00126679 0.00141892 0.000676782 0.00146751 0.00145705 0.00131916 0.00137565 0.000173602 0.00129021 0.00132937 0.000394958 0.00114891 0.000684713 0.00124065 0.00132705
internal_weight=0 673 599 2448 325 2351 1884 97 99 467 274 220 1808 274 1534 419 1484 88 699 678 247 785 54 392 282 132 50 226 76 365
internal_count=3121 673 599 2448 325 2351 1884 97 99 467 274 220 1808 274 1534 419 1484 88 699 678 247 785 54 392 282 132 50 226 76 365
is_linear=0
shrinkage=0.00196078


Tree=3741
num_leaves=31
num_cat=0
split_feature=1 4 15 157 1 4 52 15 11 132 43 16 4 150 157 51 13 483 13 150 157 43 49 2 151 130 0 0 12 16
split_gain=1.08232 0.198459 0.180281 0.168147 0.161983 0.167526 0.177315 0.16707 0.213988 0.184054 0.228255 0.222556 0.217417 0.186458 0.182238 0.180013 0.176933 0.137985 0.134396 0.133166 0.131183 0.227296 0.123832 0.116832 0.116216 0.108919 0.107197 0.166757 0.105525 0.113735
threshold=0.10920500000000001 0.27044500000000005 0.024640000000000006 -0.0091799999999999989 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 -0.079249999999999987 0.077695000000000014 0.082150000000000015 -0.08287499999999999 0.064860000000000015 -0.27825499999999997 0.10874500000000002 -0.086394999999999986 -0.22411499999999998 -0.050064999999999991 -0.069964999999999986 0.11217000000000001 0.084680000000000019 -0.077234999999999984 -0.088249999999999981 0.093835000000000016 0.25063000000000007 1.0000000180025095e-35 0.10737500000000001 -0.067094999999999988 -0.089964999999999976 0.082095000000000015 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 4 -4 7 -6 26 15 9 10 13 -11 -12 14 -9 -1 20 -14 -18 -2 -16 -22 24 -3 -17 -24 27 -7 -5 -30
right_child=1 23 3 28 5 6 -8 8 -10 11 12 -13 17 -15 16 22 18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.019539810060745195 0.0078433641238415449 0.0032772483317626572 0.018302136107992667 0.01395479307815338 0.010884230396925258 0.0029770457924420506 0.011223382782191038 0.0040939997544659204 -0.00065144148689729202 -0.0042911394237307833 0.012260205186480149 0.0087271109865657212 -0.0017752841072665019 0.019336815049441961 0.018889016338712161 0.011376371232377011 0.0028983118681935593 0.006543287421913355 0.012919895844938961 0.0030440004975478187 0.016529221239304819 0.0056755849758961373 0.0086822153478195632 -0.0040245607073302386 0.0037306777866823338 0.00079302162685919377 -0.0014503231554320365 0.011342614876376765 0.0051097116148238015 0.010143348342278494
leaf_weight=21 196 252 26 69 65 103 38 38 27 24 66 29 22 26 37 373 32 213 23 82 43 35 105 24 21 21 33 31 47 999
leaf_count=21 196 252 26 69 65 103 38 38 27 24 66 29 22 26 37 373 32 213 23 82 43 35 105 24 21 21 33 31 47 999
internal_value=0 0.00454185 0.00941554 0.0103524 0.00866591 0.00646059 0.00505797 0.00918099 0.00805346 0.00845317 0.00901003 0.00283205 0.00718883 0.0113527 0.0103547 0.0104628 0.0117541 0.00576453 0.00708916 0.00642772 0.0139852 0.011659 0.0100962 0.00264231 0.0109689 0.00736735 0.00365507 0.00491236 0.010167 0.00991717
internal_weight=0 554 2567 1141 1426 270 205 1156 615 588 535 53 301 234 208 541 170 235 55 278 115 78 520 276 394 126 167 134 1115 1046
internal_count=3121 554 2567 1141 1426 270 205 1156 615 588 535 53 301 234 208 541 170 235 55 278 115 78 520 276 394 126 167 134 1115 1046
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 3 0 2 43 1 14 2 13 52 150 49 0 47 1 12 4 1 4 16 52 3 16 16 1 2
split_gain=52.9654 6.23995 5.55401 3.34021 2.57406 2.46934 2.42921 1.62881 1.3624 1.29757 1.17208 1.15851 1.08149 0.840985 0.81612 0.731601 0.686568 1.2141 1.05239 0.840049 0.634265 0.595118 0.506447 0.476142 0.462195 0.397786 1.12712 0.389111 0.380954 0.372674
threshold=0.10752500000000002 -0.059315 0.099185000000000009 0.27834500000000006 -1.0000000180025095e-35 0.31534000000000006 -0.13027499999999997 0.13404500000000005 -0.025214999999999998 0.094090000000000021 0.062655000000000016 0.11177500000000001 -0.14179999999999995 0.048770000000000008 1.0000000180025095e-35 -0.012034999999999999 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.090455000000000021 -0.51843499999999987 0.12656000000000003 -0.019614999999999997 -0.008904999999999998 -0.56176499999999996 -0.10831999999999999 0.15273500000000004 0.27252000000000004 0.13075500000000004 0.16394500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 8 14 12 21 -1 16 -10 -8 29 -4 -2 17 18 -6 20 -18 -3 -13 -24 -14 26 -26 -27 -5 -7
right_child=1 5 6 28 10 13 7 -9 11 -11 -12 22 24 -15 -16 -17 19 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0013338426436548447 0.00087086298557765337 0.00064124100900930813 0.0010631995220832964 0.00077137741797110603 0.0013861083972013552 0.00024984080599108635 0.000842102305367102 0.00089489196768042698 0.0010708578696962336 0.00084421684551040839 0.0016518568658481117 0.00096125195615504879 0.001498557783517183 0.0005229188382814637 0.00069125969947315328 0.0012846405520234876 0.0017714278878864832 0.0016463516281407728 0.0010035026226107287 0.001356622521871572 0.0014423342798344158 0.00040353684467212296 0.00070551949366705802 0.00039223900871129417 0.00076419232755788112 0.0013534419517337772 0.0013251641746975628 0.0012024105967819885 0.00047084496834382314 -8.2371488816159616e-05
leaf_weight=38 20 80 48 50 52 37 21 48 39 46 78 20 40 34 43 92 23 27 59 574 1070 82 66 26 21 207 40 96 24 20
leaf_count=38 20 80 48 50 52 37 21 48 39 46 78 20 40 34 43 92 23 27 59 574 1070 82 66 26 21 207 40 96 24 20
internal_value=0 0.000699982 0.00135236 0.000997168 0.00140155 0.000563159 0.00118083 0.00123727 0.000645816 0.00106571 0.00141653 0.000779808 0.00127594 0.000278856 0.000887448 0.00121075 0.00140636 0.00127345 0.00118274 0.00141736 0.00144926 0.000520922 0.00067846 0.000616984 0.00129849 0.00127651 0.00113204 0.00130559 0.000673907 0.000133275
internal_weight=0 590 2531 186 1967 404 564 473 313 84 1883 151 425 91 91 112 1805 138 111 1667 1093 162 112 92 404 364 61 303 74 57
internal_count=3121 590 2531 186 1967 404 564 473 313 84 1883 151 425 91 91 112 1805 138 111 1667 1093 162 112 92 404 364 61 303 74 57
is_linear=0
shrinkage=0.00196078


Tree=3743
num_leaves=31
num_cat=0
split_feature=1 12 1 3 15 3 12 4 158 3 47 40 52 14 49 51 0 43 16 34 124 2 1 1 15 0 402 12 3 133
split_gain=1.09838 0.321886 0.178728 0.122339 0.119218 0.122453 0.116411 0.109443 0.106172 0.121316 0.104341 0.103115 0.0995355 0.0964014 0.0951336 0.108458 0.113107 0.0940192 0.125532 0.0920104 0.120297 0.120781 0.097425 0.112651 0.0944132 0.0917089 0.144449 0.189689 0.139092 0.122222
threshold=0.12000500000000001 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.024640000000000006 -0.11171999999999999 -0.42850999999999995 0.053180000000000012 0.080695000000000003 -0.081734999999999988 0.077555000000000013 -0.085774999999999976 -0.10925999999999998 -0.23083499999999998 -0.070909999999999987 -0.033649999999999992 -0.11242999999999999 0.054355000000000007 -0.11676499999999999 -0.038779999999999995 0.0049200000000000008 0.11510000000000002 0.12577000000000002 0.13657000000000002 -0.41942499999999994 -0.086074999999999985 -0.012254999999999999 0.086095000000000019 -0.045649999999999989 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 19 5 -4 -5 25 17 -10 12 -7 -1 -13 -14 -16 -17 -9 -19 -2 21 24 -23 -24 -21 26 27 -3 -27 -28
right_child=3 7 4 6 -6 11 -8 8 9 -11 -12 13 14 -15 15 16 -18 18 -20 20 -22 22 23 -25 -26 28 29 -29 -30 -31
leaf_value=0.0130459887906909 -0.00046408808253324953 0.023538388400560335 -0.00075909596867859371 0.0048847185296354463 0.011178761080671581 -0.00083921810479036397 -0.0024175040998491823 0.0058325782795370339 0.0177342896753717 0.0087768662978002492 0.015187179756447159 0.011594894065638073 0.013315252879295837 0.0057782652222354396 1.2603420359284983e-05 0.012316898312984092 0.0047739223940297965 0.015510310668749021 0.0049723872868344191 0.0034609908610582353 -0.0012787689813412726 -0.0020979327249473763 0.0092269406415566441 0.0020637792869187569 0.011545727744053763 0.0097881885397411578 0.011014925907224868 0.010866245284193644 0.0015840344397085055 0.0038592649083584551
leaf_weight=40 33 21 30 34 39 21 61 170 21 54 29 32 22 260 23 33 50 26 20 20 25 21 42 46 52 1295 528 27 21 25
leaf_count=40 33 21 30 34 39 21 61 170 21 54 29 32 22 260 23 33 50 26 20 20 25 21 42 46 52 1295 528 27 21 25
internal_value=0 0.00930006 0.0072014 0.00323154 0.00593969 0.00534399 0.000195923 0.00985039 0.00804338 0.0112849 0.00964795 0.00592895 0.00869178 0.0064157 0.00733109 0.00608909 0.00777294 0.00691784 0.0109286 0.00443817 0.00522348 0.00612158 0.0040221 0.00548256 0.00929997 0.0101247 0.0111482 0.0164103 0.00965727 0.0106914
internal_weight=0 2787 579 334 382 343 95 2208 291 75 197 313 168 292 128 106 83 216 46 239 206 181 109 88 72 1917 601 48 1316 553
internal_count=3121 2787 579 334 382 343 95 2208 291 75 197 313 168 292 128 106 83 216 46 239 206 181 109 88 72 1917 601 48 1316 553
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 4 12 2 4 4 2 34 12 14 2 11 4 12 2 3 3 0 15 160 4 16 47 51 16
split_gain=38.7365 4.74394 3.93601 3.19986 2.54131 1.81044 1.43058 1.41943 1.27023 0.974852 0.886675 0.773843 0.905121 0.711445 0.70786 0.702869 0.538451 0.545513 0.506672 0.447652 0.637925 0.444048 0.39756 0.459151 0.391718 0.364449 0.353415 0.34943 0.365513 0.310431
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 1.0000000180025095e-35 -0.16363499999999997 0.090455000000000021 -1.0000000180025095e-35 0.033845000000000007 -0.15464999999999998 0.13754500000000003 -1.0000000180025095e-35 0.13597000000000004 0.076175000000000007 0.11389000000000002 0.080455000000000013 -0.15464999999999998 0.10345000000000001 0.10402500000000002 -0.0037349999999999996 -0.015584999999999998 -0.11173999999999999 -0.095244999999999982 -1.0000000180025095e-35 -0.036839999999999991 -0.11118499999999999 0.077555000000000013 -0.11559499999999999 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 5 15 8 -6 14 21 13 -5 12 -12 16 22 27 17 -9 -14 20 -8 -3 23 -4 -13 -2 -26 28 -1 -19
right_child=1 3 7 10 6 -7 19 9 -10 -11 11 24 18 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0013444134599055043 0.0013327528025509135 0.00088390766266458615 0.0012973339853014751 0.00076994974502161441 0.0012212424702202497 0.0005986778354500242 0.00072564687504306528 0.00092314213124755162 0.0011388256367539922 0.0010221574558367628 0.00025461961252950198 0.00042260158647253524 0.00050850780274595028 0.00088514815701110051 0.0014977775523653421 0.00080887123397858592 0.0013658815854492594 0.0012437968934134781 0.00084187740100900713 0.00063737188579334229 0.0010671262359838718 0.00048067997671475933 0.0012577594778413307 0.00092439529230343358 0.00028790965786846379 0.0010022408694968911 1.2657272820238168e-05 0.0013624820851599682 0.0011039423077227244 0.0011570693851881294
leaf_weight=29 29 21 22 25 31 169 58 30 53 169 44 40 65 29 46 22 67 274 24 66 33 21 1065 30 47 23 29 33 150 377
leaf_count=29 29 21 22 25 31 169 58 30 53 169 44 40 65 29 46 22 67 274 24 66 33 21 1065 30 47 23 29 33 150 377
internal_value=0 0.000621025 0.00117894 0.000566364 0.00100608 0.000720419 0.000836318 0.00121352 0.000936991 0.00115712 0.00041793 0.000382587 0.000484672 0.00118648 0.0012594 0.00114246 0.00119816 0.00118166 0.000598405 0.000760314 0.00084948 0.000682294 0.00124959 0.00108218 0.000265542 0.00118656 0.000182879 0.00117708 0.0011429 0.00119357
internal_weight=0 590 2531 538 422 264 188 2109 95 946 274 249 133 777 1163 234 748 681 89 157 91 42 1117 52 116 52 76 212 179 651
internal_count=3121 590 2531 538 422 264 188 2109 95 946 274 249 133 777 1163 234 748 681 89 157 91 42 1117 52 116 52 76 212 179 651
is_linear=0
shrinkage=0.00196078


Tree=3745
num_leaves=31
num_cat=0
split_feature=1 3 15 1 4 52 1 2 157 1 15 157 1 0 4 1 52 43 15 1375 160 160 43 51 482 48 159 3 474 43
split_gain=1.07369 0.19735 0.154882 0.148035 0.160414 0.155632 0.147478 0.145599 0.142218 0.13745 0.13072 0.322671 0.287164 0.277312 0.215824 0.193402 0.191014 0.104278 0.125813 0.118937 0.127761 0.197709 0.153918 0.139696 0.122362 0.123149 0.131439 0.121777 0.142916 0.103677
threshold=0.10920500000000001 -0.034684999999999994 0.024640000000000006 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 0.16540500000000002 0.11411 -0.0091799999999999989 0.12082500000000002 -0.0079099999999999986 -0.080299999999999996 0.07863500000000001 -0.030209999999999997 -0.053309999999999989 0.076935000000000017 0.10024500000000001 -0.081779999999999978 -0.079249999999999987 -0.15308499999999997 0.060610000000000004 0.10455000000000002 -0.089499999999999982 -0.087719999999999979 0.077565000000000009 0.088965000000000002 -1.0000000180025095e-35 -0.082234999999999989 0.08393500000000001 -0.053764999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 10 -5 -6 -3 9 -4 -2 13 15 16 14 -1 -12 29 19 -19 -16 23 22 -22 -21 25 26 -25 28 -28 -13
right_child=1 6 8 4 5 -7 -8 -9 -10 -11 11 12 -14 -15 17 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.019782477253201335 0.012035102728030274 0.0037019770421947425 0.017640201622047103 0.010986344150195901 0.0039707626449641308 0.011061261645763328 -0.0045840757301725118 0.0039810634539621378 0.01015856595746985 0.0050084877936428206 0.0075898154859896753 0.0047691706215014819 0.014520350743092781 -0.0016246969079864876 0.017849554639542475 -0.0051054081103454035 -0.0022499068761649339 0.0099128098969745431 0.0066366018758386887 0.013946610190733164 0.013582527152646115 0.0084014697547536345 0.024638265082612635 0.012050821113845577 0.013109947377588691 0.011382025134314419 0.0022096466436050833 -0.0019090437430090139 0.011733121200142286 0.012933090799820744
leaf_weight=22 73 325 26 65 167 38 23 88 1115 45 20 35 61 21 24 30 23 368 172 54 34 40 20 23 41 46 40 28 26 28
leaf_count=22 73 325 26 65 167 38 23 88 1115 45 20 35 61 21 24 30 23 368 172 54 34 40 20 23 41 46 40 28 26 28
internal_value=0 0.00460647 0.00946068 0.00876586 0.00665762 0.0052851 0.00315434 0.0070596 0.0103291 0.00935546 0.00925827 0.00691206 0.00927239 0.00974024 0.00999467 -2.73187e-05 0.00555 0.0097596 0.00886928 0.0110382 0.0105738 0.0137301 0.0176772 0.00942388 0.00822668 0.00699838 0.00527489 0.00361696 0.00596132 0.00839758
internal_weight=0 554 2567 1426 270 205 348 206 1141 118 1156 197 147 959 938 50 86 916 540 376 352 94 54 258 204 163 117 94 66 63
internal_count=3121 554 2567 1426 270 205 348 206 1141 118 1156 197 147 959 938 50 86 916 540 376 352 94 54 258 204 163 117 94 66 63
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=31
num_cat=0
split_feature=1 1 155 44 12 4 3 0 12 2 0 16 123 43 4 4 52 4 0 159 0 49 4 42 1208 43 52 158 4 48
split_gain=0.869687 0.165046 0.158931 0.129263 0.161048 0.218611 0.245487 0.228232 0.162046 0.136652 0.118065 0.129931 0.10616 0.1138 0.108855 0.120493 0.144168 0.111955 0.107106 0.105012 0.0967413 0.087152 0.0892929 0.0818681 0.136699 0.10605 0.139842 0.0834914 0.0947167 0.0922285
threshold=0.10920500000000001 0.14860500000000001 0.10158500000000002 0.081805000000000017 0.078300000000000008 -0.17966999999999997 0.11296500000000002 -0.071924999999999989 -0.042789999999999988 0.086100000000000024 -0.019414999999999998 -0.25582999999999995 0.12067000000000001 0.070450000000000013 -0.008819999999999998 0.056795000000000005 -0.07167999999999998 0.26450500000000005 -0.078904999999999989 0.04105000000000001 -0.14454499999999995 -0.069799999999999987 -0.0073899999999999999 0.11457500000000002 0.099975000000000008 -0.040344999999999992 0.024145000000000003 0.07968500000000002 0.053180000000000012 0.090720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 5 -1 7 9 -9 -7 11 -3 13 14 19 16 -16 -17 -15 -2 21 -11 -23 27 25 26 -25 28 29 -6
right_child=1 10 -4 -5 23 6 -8 8 -10 20 -12 -13 -14 18 15 17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.01106131529939982 0.0094082214984183132 -0.0024932372002777728 0.013096341207115489 0.015153132830666187 0.0092364257141748195 0.0115346267237328 -0.0026765411578570353 0.0056167688466505043 -0.0044276758064997609 0.0080246260546984905 -0.0057644951571441758 0.0086433966085314763 -0.0027291594806592915 0.014474204614419828 0.0046735764233744705 0.0077679542696944652 -0.0068222364139122263 0.0028895769963631981 0.0047144497056370201 0.0024816431539048528 0.0093463111204059365 0.007063318028425177 -0.00058296012492584331 -0.0045329459275142824 0.011916247775425784 0.0074333734866100509 0.0062075427308661384 0.010884989336155719 0.0065091373330591635 0.0065813816905574644
leaf_weight=90 65 22 22 29 1431 70 33 36 29 42 26 20 20 22 20 62 24 195 23 33 65 24 42 22 37 71 27 205 170 144
leaf_count=90 65 22 22 29 1431 70 33 36 29 42 26 20 20 22 20 62 24 195 23 33 65 24 42 22 37 71 27 205 170 144
internal_value=0 0.00414583 0.00479146 0.00851461 0.00843876 0.00667749 0.00552047 0.00639872 0.0011354 0.0078066 -0.000468532 0.00280992 0.00439769 0.00471872 0.00418107 0.0032386 -0.00159687 0.00406646 0.00948589 0.0070758 0.00629815 0.00446361 0.0021975 0.00879904 0.00660223 0.00496374 0.00138528 0.00897591 0.00875163 0.00899368
internal_weight=0 554 486 2567 2538 431 341 308 65 243 68 42 464 444 399 301 44 257 45 98 173 108 66 2107 157 120 49 1950 1745 1575
internal_count=3121 554 486 2567 2538 431 341 308 65 243 68 42 464 444 399 301 44 257 45 98 173 108 66 2107 157 120 49 1950 1745 1575
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=31
num_cat=0
split_feature=1 2 124 11 4 16 48 48 0 4 43 48 49 151 133 475 15 0 1 3 42 156 0 14 16 52 2 2 15 151
split_gain=0.714061 0.210981 0.133987 0.15133 0.121318 0.174874 0.171346 0.167102 0.149341 0.158498 0.120725 0.115707 0.104523 0.128415 0.130281 0.179563 0.173623 0.103811 0.127447 0.108148 0.1052 0.103796 0.185905 0.176665 0.166539 0.139191 0.122666 0.146522 0.125303 0.102435
threshold=0.12000500000000001 0.10803500000000001 -0.083859999999999976 0.097680000000000017 -0.39518999999999993 0.15891500000000003 0.089830000000000007 -0.098424999999999985 -0.061629999999999997 -0.053309999999999989 -0.08076499999999999 0.13400000000000004 -0.0095499999999999977 -0.084304999999999977 0.088525000000000006 -0.085684999999999997 -0.033689999999999991 -0.11242999999999999 0.087135000000000004 -0.083344999999999989 0.088200000000000014 0.10339000000000002 -0.0058249999999999994 -0.072219999999999993 -0.11118499999999999 -0.013374999999999998 0.116525 -1.0000000180025095e-35 -0.026084999999999994 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -6 12 -10 -11 -3 17 14 15 -14 -17 18 -9 -19 -21 22 23 25 -24 -2 27 -25 -28 -15
right_child=21 11 3 -5 7 6 -8 8 9 10 -12 -13 13 29 -16 16 -18 19 -20 20 -22 -23 24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0043101144525784967 0.0024647898887368768 0.005868072907348483 0.018932493921855226 -0.00062564589316025385 0.017016061272006482 0.011131910360226236 0.00096640521311201159 0.0096176206511223612 -0.0010752911679446698 0.013498597992584111 0.0032479526520344535 -0.0017326342540660074 0.021508895880764441 0.0031790485597282116 0.0062246958538889887 0.016969534770968103 0.0067023913329467182 0.0056641473653499131 0.00043664242063338565 0.015189373667115057 0.0070962712653757382 0.0082075501357515655 0.001735296735780374 -4.4268184022879919e-05 -0.0092345556858927005 0.013013037454722258 0.001370475708854217 0.0081936115231364959 -0.0069391226153010912 0.0081845838613682515
leaf_weight=101 22 433 23 20 20 97 20 21 38 20 27 21 21 42 35 28 40 123 54 29 36 30 31 38 25 29 86 50 23 1538
leaf_count=101 22 433 23 20 20 97 20 21 38 20 27 21 21 42 35 28 40 123 54 29 36 30 31 38 25 29 86 50 23 1538
internal_value=0 0.00748884 0.00787266 0.00803386 0.00811216 0.0109612 0.00939422 0.00791966 0.007831 0.00372712 0.00760993 0.0055165 0.00800834 0.00829472 0.0113935 0.0134262 0.01093 0.00615284 0.00300732 0.0074077 0.010707 0.00259587 0.00204208 0.00321719 -0.00316196 0.00846281 0.00185919 0.00463635 -0.000382926 0.00805153
internal_weight=0 2787 2333 2232 2212 140 117 2072 2052 85 47 454 1967 1704 124 89 68 263 75 188 65 334 304 248 56 51 197 88 109 1580
internal_count=3121 2787 2333 2232 2212 140 117 2072 2052 85 47 454 1967 1704 124 89 68 263 75 188 65 334 304 248 56 51 197 88 109 1580
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=31
num_cat=0
split_feature=1 124 48 44 2 12 15 13 4 11 1424 0 124 48 0 3 131 133 483 2 16 2 1 475 52 0 49 1426 4 48
split_gain=0.578389 0.175855 0.133999 0.110608 0.111509 0.129802 0.229899 0.116917 0.0983708 0.0980609 0.125715 0.113862 0.0911442 0.0883632 0.106303 0.0919801 0.0872621 0.086785 0.0864801 0.0876161 0.133266 0.0931103 0.0882275 0.0826693 0.0854068 0.0874259 0.10788 0.0818799 0.0836713 0.148659
threshold=0.12000500000000001 -0.076779999999999987 0.13765500000000006 0.081805000000000017 0.11362000000000001 0.089410000000000003 -0.03241999999999999 -1.0000000180025095e-35 -0.034939999999999992 0.097680000000000017 1.0000000180025095e-35 0.16094000000000003 -0.082654999999999992 -0.032929999999999994 0.024095000000000002 -0.082689999999999986 0.096070000000000016 -0.082724999999999979 0.09567500000000001 0.121465 -0.074319999999999983 -1.0000000180025095e-35 0.13756000000000004 -0.06562999999999998 -0.43851499999999993 -0.070154999999999981 0.10969000000000002 -0.049534999999999989 -0.082249999999999976 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 9 6 7 -6 -2 10 11 27 17 -10 15 -15 18 -1 19 21 22 -17 -21 -7 -25 -26 -27 -3 29 -29
right_child=8 2 -4 -5 5 23 -8 -9 13 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.010562384203963337 0.0066304300147432679 0.0024037717136780961 -0.001012231946168911 0.013259208155795933 0.00037085067426018858 0.00064871383830904965 -0.0072160069775279792 0.0083936927219231926 -0.0042952277353438349 0.00080102798334943752 0.014009714869057966 0.013724908212987851 -0.0018122635441474044 0.008615990802645683 -0.0034391736115018529 -8.8351885910685124e-05 0.0066809795117781807 0.0036147936432156715 0.0069844921038526566 0.005392626618357519 -0.0072227417848651013 0.0075114124639575107 -0.0025661954563111068 0.012578339343545615 0.011200667428784073 0.0074319289764389401 0.00015341069956775755 0.0084614369962164124 0.0067727077618501821 -0.00030971422791481023
leaf_weight=21 46 37 21 28 34 20 21 39 23 24 27 26 26 25 30 38 36 125 23 26 29 28 30 27 28 56 32 571 1604 20
leaf_count=21 46 37 21 28 34 20 21 39 23 24 27 26 26 25 30 38 36 125 23 26 29 28 30 27 28 56 32 571 1604 20
internal_value=0 0.00673996 0.00694368 0.00700809 0.00693987 0.00496394 0.00200454 0.00465703 0.00233628 0.0071598 0.00722659 0.00714548 0.00364268 0.00165041 0.00216645 0.00288206 0.00219945 0.0046141 0.00127223 0.000402153 -0.00172044 0.00313579 0.00112897 0.00667058 0.0075128 0.00633376 0.0047852 0.00706884 0.00714748 0.00816461
internal_weight=0 2787 2615 2594 2566 257 94 73 334 2309 2285 2258 172 288 265 235 210 146 174 151 85 66 56 163 143 116 88 2232 2195 591
internal_count=3121 2787 2615 2594 2566 257 94 73 334 2309 2285 2258 172 288 265 235 210 146 174 151 85 66 56 163 143 116 88 2232 2195 591
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 2 2 14 4 1 52 47 4 1 2 1 0 4 160 2 4 13 3 3 49
split_gain=44.9239 7.27649 4.78674 3.78679 2.89156 2.16214 1.5903 1.53202 1.36335 1.21021 1.10178 0.954257 0.704762 0.683984 0.563753 0.483961 0.474356 0.4732 0.434393 0.762993 0.661233 0.561648 0.460442 0.427742 0.382029 0.371877 0.354042 0.33348 0.323206 0.32129
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.13082500000000002 0.40124500000000002 0.11474000000000002 0.09253500000000002 0.090050000000000005 0.14285500000000004 0.062655000000000016 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.090100000000000013 -0.0070899999999999991 0.089770000000000016 0.09678500000000001 0.082005000000000008 -0.030209999999999997 -0.016959999999999999 -0.067824999999999983 0.10097500000000002 -0.036839999999999991 -0.07743499999999999 -0.016324999999999996 1.0000000180025095e-35 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 16 7 11 10 17 -5 12 13 14 -4 -1 -12 28 -6 20 -20 21 26 -21 -15 -23 -2 -17 -25 -3 -11
right_child=1 2 6 9 8 -7 -8 -9 -10 29 15 -13 -14 23 -16 18 -18 -19 19 22 -22 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011514783950245342 0.0011942774410438695 0.0003564109659159627 0.00051253329674058254 0.0010038521652128182 0.001261297648261283 0.00064922298926495205 0.00064118038164720265 0.00063913636073232043 0.00045754824604645356 0.00067894094792273082 0.0012502715182121454 4.0521834532245711e-05 0.0013527216823092526 0.00044255737185109809 0.0010429803820479655 0.0011241650415895904 0.0006859970178064109 0.00090993964622000678 0.00057336053628401424 0.001172682264351512 0.0013382095860047553 0.0010010982849401845 0.00080896836053659447 0.00030599581157981321 0.00069255550793042718 0.00089534741089819308 0.0010292959441975526 4.1697404712584677e-05 0.00051915832841870307 0.00040293727129000334
leaf_weight=1129 48 98 39 34 20 41 34 27 23 34 46 99 59 23 220 233 34 56 20 32 31 36 23 29 27 24 431 50 90 31
leaf_count=1129 48 98 39 34 20 41 34 27 23 34 46 99 59 23 220 233 34 56 20 32 31 36 23 29 27 24 431 50 90 31
internal_value=0 0.000505899 0.000434657 0.00107977 0.000597142 0.00109556 0.0002443 0.00110347 0.00087582 0.000704101 0.00110895 0.000188075 0.00114296 0.000291676 0.00113378 0.00105448 0.000472867 0.0010024 0.00104367 0.000901324 0.00105776 0.0010458 0.00102058 0.000207231 0.000868866 0.00109463 0.00106259 0.000138718 0.000434322 0.000547308
internal_weight=0 667 595 2454 321 2355 274 2314 99 99 2287 240 1408 141 1349 879 222 76 833 75 758 727 55 102 63 72 664 79 188 65
internal_count=3121 667 595 2454 321 2355 274 2314 99 99 2287 240 1408 141 1349 879 222 76 833 75 758 727 55 102 63 72 664 79 188 65
is_linear=0
shrinkage=0.00196078


Tree=3750
num_leaves=31
num_cat=0
split_feature=4 3 9 3 123 11 43 2 2 1 3 40 4 16 2 1447 393 403 483 51 149 10 1374 1429 1429 4 133 133 394 159
split_gain=0.614939 0.21762 0.158852 0.146459 0.126339 0.109238 0.184029 0.113734 0.122768 0.161398 0.293538 0.205185 0.184104 0.337126 0.20177 0.138201 0.116286 0.174154 0.113166 0.143637 0.105565 0.104581 0.103953 0.195094 0.214641 0.310989 0.100541 0.207519 0.103616 0.0999665
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.63141500000000017 0.083855000000000013 1.0000000180025095e-35 -0.23714499999999997 -0.090999999999999984 0.089005000000000015 0.086255000000000012 -0.020429999999999997 -0.045684999999999996 -0.008819999999999998 -0.011989999999999999 0.10644500000000001 -0.082869999999999985 0.085435000000000011 -0.084674999999999986 -0.095084999999999989 -1.0000000180025095e-35 0.07770500000000001 -0.079859999999999987 0.088035000000000016 0.083960000000000021 0.086825000000000013 -0.0083799999999999986 0.076280000000000014 0.087285000000000015 -0.0074349999999999998 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 20 -1 7 -7 -4 16 15 11 -11 -12 14 -14 -10 18 -18 19 -9 21 -2 23 29 25 -25 28 -28 -17 -20
right_child=3 -3 5 -5 -6 6 -8 8 9 10 12 -13 13 -15 -16 26 17 -19 22 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0044640102268507084 -0.0029828192389686594 0.0015798835953464733 0.00038941761192220906 -0.0058550942782312635 0.0057967337347300989 0.0021530749099650261 0.010819436923845354 0.018398166917974041 0.013631451341869502 0.0032598215388134123 0.0091061464297903204 -0.0099577719801227042 0.0018754091233284653 -0.008183818090368401 0.013909138777208599 0.010246126970741898 0.0065310035405370106 0.015811101835043657 0.0075824566448493089 0.0075386582616845084 0.0089495129387446304 0.0030597406774123914 0.01422201046454055 -0.0092389684027204145 0.0093397562266685635 0.0073473328864201914 0.014981295468492639 0.0070281262769492829 0.0050132524429519383 0.0010594145394861698
leaf_weight=21 32 75 26 20 28 29 158 21 29 24 82 23 38 22 22 42 39 42 1114 29 27 273 21 26 26 20 36 370 382 24
leaf_count=21 32 75 26 20 28 29 158 21 29 24 82 23 38 22 22 42 39 42 1114 29 27 273 21 26 26 20 36 370 382 24
internal_value=0 0.00689308 0.007041 0.00245566 0.00139927 0.00714551 0.00947546 0.00696826 0.00703859 0.00623699 0.00375893 -0.00320836 0.00575565 0.00240515 0.00628778 0.00684569 0.00766833 0.0113429 0.00743598 0.0120997 0.00295631 0.00242577 0.00724656 0.0071255 0.00207732 -0.00202753 0.00660859 0.00773333 0.0055316 0.00744489
internal_weight=0 2769 2694 352 49 2645 187 2458 2432 1070 211 47 164 82 60 859 1362 81 1281 50 332 305 1231 1210 72 46 830 406 424 1138
internal_count=3121 2769 2694 352 49 2645 187 2458 2432 1070 211 47 164 82 60 859 1362 81 1281 50 332 305 1231 1210 72 46 830 406 424 1138
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 16 16 160 474 3 160 15 15 2 52 49 16 16 12 156 0 3 14 52 49 42 2 10 15 43
split_gain=0.50913 0.155314 0.140576 0.136692 0.122977 0.110889 0.184133 0.237379 0.205177 0.187116 0.121301 0.20562 0.115027 0.131785 0.107123 0.0995676 0.0988312 0.0983073 0.218858 0.0951069 0.141011 0.160897 0.140231 0.109283 0.0942327 0.0912982 0.0911432 0.118879 0.0914514 0.0821583
threshold=0.12000500000000001 0.10005000000000001 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.51222500000000004 -0.015314999999999997 -0.26568499999999995 0.089265000000000011 -0.10217499999999997 -0.082299999999999984 -0.076244999999999993 -0.076244999999999993 0.113445 -1.0000000180025095e-35 0.0034800000000000005 0.15891500000000003 -0.52595999999999987 0.088845000000000021 0.10339000000000002 -0.0058249999999999994 -0.010424999999999999 -0.072219999999999993 -0.013374999999999998 -0.0072499999999999986 0.09112000000000002 0.116525 0.10223 -0.026084999999999994 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 29 6 7 -3 9 -8 -11 -12 24 17 -5 16 -13 -14 -19 20 22 -22 23 -2 -9 -26 27 -24 -28 -1
right_child=19 5 3 14 -6 -7 8 12 -10 10 11 15 13 -15 -16 -17 -18 18 -20 -21 21 -23 26 -25 25 -27 28 -29 -30 -31
leaf_value=-3.953083477755811e-05 0.0019160300556739622 0.014272293437582751 0.016632370366197493 0.012598698465153574 0.0066423243460920602 0.0076075998567976064 -0.0058361993843896523 -0.0014427710075526395 0.0081623870155049707 0.0078806960070505732 0.0056917069755418569 0.0050192386543910419 0.0042841312065720564 0.0038015416092724388 0.0022486865054816008 -0.0078238816382363435 -0.0045716832328418439 0.020289107265416537 0.0074772610783111308 0.0074355534122635923 0.00099670099508431215 -0.010189978284761311 0.0057988973582900174 0.011262578626388107 0.0058032227851072095 -0.00087696455481748757 0.00091260378704159954 -0.0028238557899991673 -0.0061863668505912246 0.0062135569763516916
leaf_weight=47 22 30 27 20 1934 125 36 36 45 30 49 21 25 75 20 25 22 20 40 30 36 20 67 29 96 26 86 21 23 38
leaf_count=47 22 30 27 20 1934 125 36 36 45 30 49 21 25 75 20 25 22 20 40 30 36 20 67 29 96 26 86 21 23 38
internal_value=0 0.0061955 0.00662825 0.0111347 0.00647871 0.00490774 0.00432184 0.00576905 0.00211293 0.000625362 0.00220779 0.000753193 0.00496686 0.00685682 0.00742369 -0.00280544 0.000112255 0.00955266 0.0117479 0.00206389 0.00153379 -0.00299854 0.00255722 0.00723073 0.00305297 0.00437958 0.00134732 0.00374119 -0.000585344 0.00275597
internal_weight=0 2787 2086 67 2019 701 576 348 228 183 147 117 318 160 40 68 43 85 60 334 304 56 248 51 158 122 197 88 109 85
internal_count=3121 2787 2086 67 2019 701 576 348 228 183 147 117 318 160 40 68 43 85 60 334 304 56 248 51 158 122 197 88 109 85
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=31
num_cat=0
split_feature=4 3 2 3 52 4 1 43 12 3 2 4 106 121 15 51 3 1 41 16 16 400 16 16 16 4 1444 50 475 157
split_gain=0.423597 0.153028 0.122403 0.11975 0.0880541 0.136938 0.129017 0.105373 0.13041 0.10488 0.0963089 0.0899567 0.0801248 0.0721797 0.0762392 0.163326 0.130472 0.204404 0.167828 0.111257 0.138424 0.10582 0.108152 0.204772 0.184374 0.22368 0.174859 0.209576 0.116635 0.137651
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.63141500000000017 0.039215000000000007 0.51608000000000009 0.10374500000000002 -0.05647499999999999 0.10016000000000001 -0.012939999999999998 0.11411 0.50500500000000004 0.087390000000000009 -1.0000000180025095e-35 0.013270000000000002 -0.15547999999999998 -0.12711499999999995 0.082005000000000008 0.079395000000000007 0.0028900000000000006 -0.008904999999999998 -0.077004999999999976 -0.069144999999999984 -0.074929999999999983 -0.040964999999999994 -0.010655 -0.079124999999999987 1.0000000180025095e-35 -0.082549999999999998 -0.037734999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 6 -2 9 10 -8 -9 -6 13 -1 21 -16 17 18 -17 20 -18 -15 23 -23 25 -24 -26 -28 -29 -30
right_child=3 -3 -4 -5 11 -7 7 8 -10 -11 -12 -13 -14 14 15 16 19 -19 -20 -21 -22 22 24 -25 26 -27 27 28 29 -31
leaf_value=0.01183462548069656 -0.005870727748886027 0.0010926436329872847 -0.0015303356937416222 -0.005494878571480513 0.0085300480514498688 0.0072562680928967898 0.00095870620212875886 0.008662154542234464 -0.0023313041916117072 -0.0079481666481297005 0.0024285617204013229 0.0022805010826856486 0.00016190863400697709 0.00048786411061882976 0.015363420038484038 0.010998985824502401 0.0061168488515564862 0.018357317611067136 -0.00037085348973050716 0.0032749621097119181 0.012809668557747501 0.0061255060730455863 -0.0079245161933257525 0.013784149687928269 -0.0039025220641633498 0.0035733922413783148 0.0050548851112658727 0.014776746627381621 0.0012107214467091995 0.011486167449038477
leaf_weight=20 27 73 23 20 42 36 39 39 35 20 68 51 25 44 20 37 901 22 20 135 32 333 23 39 20 64 825 34 22 32
leaf_count=20 27 73 23 20 42 36 39 39 35 20 68 51 25 44 20 37 901 22 20 135 32 333 23 39 20 64 825 34 22 32
internal_value=0 0.00560984 0.0057333 0.00203497 0.00245681 0.00152467 0.00061968 0.00149153 0.0029674 -0.00206057 0.00470062 0.00510288 0.00579639 0.00585009 0.00580411 0.00640444 0.00624823 0.0101697 0.00700957 0.00595816 0.0063464 0.00531623 0.00546885 0.00692843 0.00493653 0.000533715 0.00534709 0.00554971 0.0101887 0.00729987
internal_weight=0 2744 2671 377 357 264 228 201 142 59 107 93 2648 2623 2603 1167 1147 79 57 1068 933 1436 1392 372 1020 87 933 913 88 54
internal_count=3121 2744 2671 377 357 264 228 201 142 59 107 93 2648 2623 2603 1167 1147 79 57 1068 933 1436 1392 372 1020 87 933 913 88 54
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 47 4 0 15 0 2 4 16 160 3 47 50 3 160 16 16 4 0 1 52
split_gain=62.2624 10.489 6.07597 4.92653 3.52226 3.50746 2.18947 2.14725 1.87329 1.72578 1.71189 1.12514 1.03004 1.35692 1.32004 0.931345 0.91648 0.522255 0.470672 0.470994 0.440176 0.427677 0.4564 1.25039 0.450779 0.392284 0.382382 0.377687 0.375901 0.363007
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.062655000000000016 0.033845000000000007 0.11474000000000002 0.09253500000000002 0.13082500000000002 0.40124500000000002 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.14838000000000004 0.27834500000000006 -0.10850999999999998 -0.075414999999999982 -0.010424999999999999 0.090100000000000013 0.089465000000000017 -0.097174999999999984 -0.081069999999999989 1.0000000180025095e-35 -0.039889999999999988 -0.036839999999999991 -0.038659999999999993 0.11588000000000001 -0.16675999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 7 12 28 -5 15 17 13 -1 -14 16 -4 -9 -18 -20 -3 22 23 -16 -25 -15 -2 -23 -6 -8
right_child=1 2 10 9 8 -7 29 11 -10 -11 -12 -13 14 25 21 -17 18 -19 19 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013415144340080374 0.0012003832769160176 0.00032062177804654504 0.00037771374742589115 0.00099071674252996676 0.0010697367988829192 0.00051713843176534222 0.0011735535964515864 0.0010422455265962473 0.00031025927420149784 0.00044256752116882169 0.00048948817078969787 0.00053181883780395282 0.0011571433071037695 0.00063349220505131288 0.00050945337051930631 -0.0001300756313843391 0.00028053655789775492 0.00087089007001037036 0.00015028811182503274 -0.00013966670407227524 0.00056267279353865011 0.0011031332001563226 0.0010579313896074683 0.00081675343576393322 0.0010830130383577168 0.00094813497452174921 0.00088509118774024041 0.0013954591634226779 0.00079152089761115217 0.0014756356132515954
leaf_weight=20 50 192 41 34 43 41 20 154 23 63 37 25 1177 39 23 84 24 123 35 56 34 113 385 34 87 25 21 20 33 65
leaf_count=20 50 192 41 34 43 41 20 154 23 63 37 25 1177 39 23 84 24 123 35 56 34 113 385 34 87 25 21 20 33 65
internal_value=0 0.000394344 0.000310279 0.00106775 0.000492139 0.00108562 0.00109571 0.00108391 0.000800554 0.000634702 9.69047e-05 0.000930201 0.00110805 0.000895713 0.00111775 3.63814e-05 0.000126012 0.000966156 3.6275e-05 -2.81456e-05 0.000357037 0.0010477 0.00102271 0.000928536 0.0010082 0.0007564 0.00110713 0.00114709 0.000948933 0.00140456
internal_weight=0 673 602 2448 325 2351 2310 2225 99 97 277 302 1923 84 1839 240 156 277 115 91 226 662 529 144 121 64 71 133 76 85
internal_count=3121 673 602 2448 325 2351 2310 2225 99 97 277 302 1923 84 1839 240 156 277 115 91 226 662 529 144 121 64 71 133 76 85
is_linear=0
shrinkage=0.00196078


Tree=3754
num_leaves=31
num_cat=0
split_feature=1 2 16 52 48 15 4 2 16 16 15 30 33 51 51 51 12 1209 1208 402 133 155 475 42 475 1419 0 50 2 1
split_gain=0.505456 0.154177 0.105118 0.155434 0.118673 0.112787 0.0994756 0.108252 0.0951811 0.138592 0.0930962 0.0912178 0.114787 0.0881682 0.0869758 0.132811 0.190742 0.120227 0.150178 0.118055 0.212297 0.115794 0.108166 0.234149 0.260173 0.133723 0.133996 0.177868 0.253433 0.356209
threshold=0.12000500000000001 0.10527500000000002 0.40737000000000007 -0.081429999999999989 0.12737000000000001 -0.024814999999999997 -0.022844999999999997 0.113445 -0.44310499999999992 -0.52595999999999987 -0.07490999999999999 0.086065000000000016 0.083840000000000012 -0.13579499999999997 -0.13782999999999998 -0.096089999999999981 0.085635000000000003 0.083050000000000013 0.106285 -0.086719999999999978 -0.00094999999999999989 0.098655000000000007 -0.085684999999999997 0.083795000000000022 -0.086424999999999988 0.08956500000000002 -0.075934999999999989 0.089465000000000017 0.087015000000000023 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 6 -3 7 -5 9 -8 -4 12 14 -12 21 16 -16 22 19 20 -19 -1 23 24 -17 26 -24 28 29 -28
right_child=-2 2 10 4 -6 -7 8 -9 -10 -11 13 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0071508896558106945 0.0017229968504171576 0.0018931116911071336 0.012938817655667663 0.011676687152924924 -0.0030399888567626478 -0.0066732217102650222 0.0022617683228062283 0.0046162876405049956 0.00191694978342132 0.0099829291974372694 0.0036176545784678085 0.00063478491461739462 0.013158010267458546 0.0090140055457595732 0.006461588583147989 0.0079695086780702702 -0.0057328550048860848 0.0043005104679614305 0.0030552743455129015 0.016057088906908858 0.013824620405847039 0.014766708753394107 0.0060661889840409686 0.003510418134101201 0.022294167970262825 0.012522307789788165 -0.012517398844162623 0.008096822836170239 0.0046623643623378659 0.0024562207659944262
leaf_weight=86 334 51 20 39 20 22 46 49 122 47 82 29 24 48 29 32 23 50 35 29 44 26 1455 40 21 29 24 70 148 47
leaf_count=86 334 51 20 39 20 22 46 49 122 47 82 29 24 48 29 32 23 50 35 29 44 26 1455 40 21 29 24 70 148 47
internal_value=0 0.00583968 0.00433284 0.00347887 0.00442073 -0.000688523 0.00491319 0.00774533 0.00375399 0.00616386 0.00658731 0.0062068 0.00627985 0.00561015 0.00620441 0.00605796 0.00106789 0.00618617 0.0088348 0.0104794 0.0087586 0.00891885 0.0059619 0.00928622 0.0136453 0.00578753 0.00567554 0.00370876 0.00230619 -0.00260528
internal_weight=0 2787 546 396 323 73 303 88 215 93 150 2241 2212 130 2188 2076 52 2024 158 123 94 112 1866 93 53 1773 1744 289 219 71
internal_count=3121 2787 546 396 323 73 303 88 215 93 150 2241 2212 130 2188 2076 52 2024 158 123 94 112 1866 93 53 1773 1744 289 219 71
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 1 2 47 1 48 14 4 3 10 43 47 4 0 1 12 1 12 4 1420 51 1429 484
split_gain=44.6439 7.67655 4.39814 3.77709 2.77012 2.39063 1.27579 1.27568 1.18285 1.1705 1.02208 1.00694 0.813699 0.80346 0.610033 0.53186 0.502482 0.472589 0.449585 0.398306 0.688024 0.593971 0.386272 0.384122 0.372534 0.364464 0.341213 0.444569 0.411764 0.510986
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 0.14860500000000001 0.077845000000000011 0.11474000000000002 0.13082500000000002 0.086920000000000011 -0.015314999999999997 0.062655000000000016 0.0067750000000000006 -0.049509999999999992 -1.0000000180025095e-35 -0.080324999999999994 0.090100000000000013 -0.072334999999999997 0.14486500000000005 0.093100000000000002 0.08401500000000002 0.11588000000000001 0.090285000000000018 -0.0019149999999999998 -0.080064999999999983 0.11144500000000002 0.084770000000000012 0.073690000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 11 12 10 -5 23 15 13 -7 26 22 -4 -9 -10 -3 20 -14 24 25 -6 -21 -13 -1 28 -28 -30
right_child=1 2 7 8 9 6 -8 16 17 -11 -12 14 19 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013681418292017867 0.0011054237486195426 0.00043076924249718217 0.00049205675932476999 0.0010405683931725032 0.0010974472018005243 0.00071072220510127494 0.00069693181933104694 -0.00022789827987274448 0.00066640639350432399 0.00049633789585613907 0.0006836434166145308 0.0007577818269823111 0.001164639824510045 0.0014012379490117976 0.00085754149842333989 0.00022310691279458172 0.00013643679070183257 0.00030873572052109475 0.00068199278840420799 0.0011174703685889256 0.00085093807283556091 0.00073855540578513629 0.0011100530146902566 0.00081759636299778707 0.00099381431060198248 0.0010925947904002432 0.001170219156097994 0.00093840374763495002 0.0012104722950539903 0.00085363384733922083
leaf_weight=29 74 190 35 28 44 30 48 22 49 26 27 25 168 55 51 147 43 20 32 129 32 29 332 33 342 25 957 36 27 36
leaf_count=29 74 190 35 28 44 30 48 22 49 26 27 25 168 55 51 147 43 20 32 129 32 29 332 33 342 25 957 36 27 36
internal_value=0 0.00050962 0.000436015 0.00107984 0.000590286 0.00109549 0.00100658 0.00025303 0.000700665 0.00085605 0.000327642 0.00113946 0.00102694 0.00117004 0.00105896 0.000274828 1.31234e-05 0.000562734 0.000466982 0.00104049 0.00111445 0.00101091 0.00108586 0.000977511 0.00102768 0.000925188 0.00115832 0.00115255 0.00116011 0.00100656
internal_weight=0 673 599 2448 325 2351 778 274 97 103 209 1573 730 1140 433 182 65 69 222 700 200 500 382 77 471 50 1085 1056 1020 63
internal_count=3121 673 599 2448 325 2351 778 274 97 103 209 1573 730 1140 433 182 65 69 222 700 200 500 382 77 471 50 1085 1056 1020 63
is_linear=0
shrinkage=0.00196078


Tree=3756
num_leaves=31
num_cat=0
split_feature=1 3 124 4 1 2 42 14 2 3 3 0 1 12 16 49 43 4 2 2 47 16 0 16 47 150 1 160 133 47
split_gain=33.4343 5.68865 2.72403 2.3075 1.87116 1.69105 1.23095 1.15577 1.00336 0.936319 0.892087 0.678671 0.919733 0.637445 0.629665 0.481836 0.471098 0.467846 0.445778 0.401667 0.395615 0.404181 0.384364 0.447624 0.381496 0.416671 0.568927 0.319059 0.321935 0.318346
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.11690500000000002 0.095545000000000005 -0.0060199999999999993 0.062655000000000016 0.13404500000000005 0.31370500000000007 0.076840000000000006 -0.10096999999999999 0.085345000000000018 -0.42850999999999995 -0.52595999999999987 -0.054984999999999992 -0.080324999999999994 0.0082450000000000006 0.15950500000000004 0.08622500000000001 0.10648500000000001 0.0057500000000000008 -0.14723999999999998 -0.069144999999999984 0.081320000000000017 0.081835000000000019 0.076935000000000017 0.0030550000000000004 0.089405000000000012 0.10019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 20 7 -1 11 14 10 -6 12 22 -11 -7 -2 -8 -13 -15 -14 21 -3 -4 -24 25 26 27 -16 -29 -12
right_child=1 4 5 -5 9 8 16 -9 -10 13 29 17 19 18 24 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010988347444171999 0.00078605990205833469 0.00058993199982957615 0.0013752187404157889 0.00063728307858260558 0.00040159067894782413 0.00075206042351731619 0.00078105698647533883 0.0014268859451365583 0.00079219428872337049 0.00046508877367348411 0.00054206690084775892 0.0011911944156796851 0.0010243499732843161 0.00026545205245905197 0.0010353960308887762 0.0010956620234284344 0.00042828282942321424 0.0010199066654404661 -9.2753343144680732e-05 0.00071118188007305574 0.00094090829731202598 0.00084030673720453882 0.0012030623507903434 0.00084928087086654175 0.0013093092862297507 0.00083306859946639272 0.0012381825885027322 0.0012767641519019807 0.0010273846856725531 0.00081878113325196077
leaf_weight=40 23 110 26 84 129 21 43 71 49 34 31 1457 31 34 301 121 22 64 22 32 20 32 44 20 31 24 90 48 34 33
leaf_count=40 23 110 26 84 129 21 43 71 49 34 31 1457 31 34 301 121 22 64 22 32 20 32 44 20 31 24 90 48 34 33
internal_value=0 0.000643705 0.00113717 0.000895554 0.000514668 0.00115102 0.000828201 0.00118186 0.00106104 0.000418469 0.000495487 0.00117147 0.00104699 0.000253309 0.00108503 0.00104621 0.000661657 0.00118399 0.000124729 0.00086528 0.000682719 0.000646354 0.00117418 0.00109251 0.00109827 0.00108511 0.0010979 0.00106493 0.00117336 0.000684748
internal_weight=0 673 2448 228 445 2343 105 1745 598 283 193 1674 153 90 549 144 65 1521 56 63 162 142 90 64 528 497 473 383 82 64
internal_count=3121 673 2448 228 445 2343 105 1745 598 283 193 1674 153 90 549 144 65 1521 56 63 162 142 90 64 528 497 473 383 82 64
is_linear=0
shrinkage=0.00196078


Tree=3757
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 12 2 4 0 2 47 4 14 1 12 49 39 52 2 1 12 0 15 1 2 4 4 4
split_gain=37.6968 4.7896 4.14485 2.41931 2.14196 2.00093 1.67372 1.58227 1.09674 1.08834 0.724028 0.901787 0.710025 0.688883 0.615299 0.582015 0.536748 0.48585 0.474204 0.450223 0.525721 0.436839 0.417081 0.41371 0.564098 0.405494 0.402308 0.388702 0.407338 0.387828
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.09141500000000001 0.10803500000000001 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 0.077555000000000013 0.033845000000000007 0.076175000000000007 0.16175000000000003 0.13597000000000004 -0.012034999999999999 0.096625000000000016 1.0000000180025095e-35 0.10402500000000002 0.12000500000000001 -0.086254999999999984 -0.11437499999999999 -0.095244999999999982 0.12958500000000003 0.113445 -0.059649999999999988 -0.00027999999999999998 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 17 6 21 14 25 -5 11 22 26 16 23 -7 -9 -2 29 20 -13 -3 -11 24 -4 -8 27 -1 -29 -10
right_child=1 5 7 9 -6 15 8 13 18 10 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012882701728456453 0.0008095557830643421 0.00062416224113476823 0.001308047370750363 0.0012069345731027319 0.00065663770856913214 0.00037964997595999888 0.0011847460081339308 0.0012141343527022263 0.0009327938378441567 0.00083180927543663507 0.00055114022364803389 0.0009048103218226919 0.0014701114827672559 0.001060344878288543 0.0015082463812645134 1.7133828889088138e-05 0.00094169871862713266 0.0011467508703727476 0.00041822806539730577 0.0010265629928486019 0.00057043572279070716 0.00031525071984819905 0.001174546359637748 0.0012840140295702614 0.00084792373615189215 0.00079898301146778404 0.00087685805398459533 0.00087567636078479238 0.0011743184528816533 0.00064760740926080853
leaf_weight=64 20 24 21 35 74 90 22 674 22 20 30 29 29 160 46 21 29 92 29 20 48 66 43 1159 20 20 20 25 59 110
leaf_count=64 20 24 21 35 74 90 22 674 22 20 30 29 29 160 46 21 29 92 29 20 48 66 43 1159 20 20 20 25 59 110
internal_value=0 0.000655134 0.00120551 0.00102812 0.000915502 0.000535262 0.000620196 0.001241 0.000718872 0.000889201 0.000830671 0.000883083 0.00118678 0.00117647 0.0012857 0.000311066 0.0012029 0.00108654 0.00064526 0.00076445 0.000696369 0.000397627 0.00106574 0.00127717 0.0010836 0.00100105 0.00113788 0.00117315 0.00108544 0.000695138
internal_weight=0 590 2531 422 186 404 293 2109 203 225 190 160 197 863 1246 111 703 112 161 97 77 90 63 1200 41 42 168 148 84 132
internal_count=3121 590 2531 422 186 404 293 2109 203 225 190 160 197 863 1246 111 703 112 161 97 77 90 63 1200 41 42 168 148 84 132
is_linear=0
shrinkage=0.00196078


Tree=3758
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 2 14 2 34 2 16 50 0 1 4 43 15 4 0 15 12 457 39 1 39 0 4 4
split_gain=39.7231 6.56076 3.94281 3.39576 2.4787 1.85508 1.48688 1.36062 1.24948 1.12008 1.19277 1.10606 0.808222 0.75351 0.746628 1.25791 0.675341 0.590768 0.564275 0.534461 0.505502 0.646066 0.466142 0.511454 0.43553 0.383663 0.377141 0.343112 0.400745 0.79073
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.076779999999999987 0.089410000000000003 0.095545000000000005 -0.0060199999999999993 0.11474000000000002 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 0.14960000000000004 -0.52595999999999987 0.086295000000000011 -0.10607499999999999 0.085345000000000018 0.40945500000000007 -0.080324999999999994 -0.41942499999999994 0.0082450000000000006 -0.14649999999999996 -0.03241999999999999 0.095780000000000018 0.080930000000000016 0.095070000000000016 0.076935000000000017 0.098905000000000007 -0.079119999999999982 -0.49013999999999996 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 -3 8 -1 -6 14 10 -4 12 -7 18 15 20 -12 -8 -11 27 -5 -22 23 25 -20 -14 -18 -16 -29 -30
right_child=1 2 9 5 7 11 17 -9 -10 13 16 -13 22 -15 19 -17 26 -19 24 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.001193788813463613 0.0012542444069548518 0.00066812691543301043 0.00029920036713961906 0.0015013210470407213 0.0011666414865184002 0.00080297034621642203 0.00084701620765978273 0.00062233228712816669 0.0015438468856760164 0.00042647538441872482 0.0008298888877565423 0.00076700178372531816 0.001221942238033124 0.00063665861486507716 0.0013150118874830697 0.000903240388656904 0.00064197773743859116 0.00045196873844732365 -3.4470205149318371e-05 0.0011339629731853217 0.0014011554433275247 0.00092033658361011976 0.00113734844629213 0.00097137782833866854 0.00032169547117914533 0.0013823629890694284 0.00031748332990199518 0.0014081226772859412 0.0008499526047433903 0.0012449017463960969
leaf_weight=40 74 226 46 29 76 21 43 23 71 35 55 26 168 22 1128 53 40 22 33 80 22 21 273 23 22 87 21 49 21 271
leaf_count=40 74 226 46 29 76 21 43 23 71 35 55 26 168 22 1128 53 40 22 33 80 22 21 273 23 22 87 21 49 21 271
internal_value=0 0.00070344 0.000635395 0.00124132 0.000781462 0.00125678 0.000896348 0.00104019 0.00128908 0.00046214 0.000566379 0.00116253 0.00118051 0.000311365 0.00127827 0.0011325 0.000672329 0.000713308 0.000231849 0.00129004 0.00130126 0.00116634 0.0011949 0.00125142 0.000107996 0.00127667 0.000530267 0.00129854 0.00124403 0.0012165
internal_weight=0 673 599 2448 325 2343 105 99 1745 274 162 598 572 112 1674 125 116 65 90 1549 72 43 551 278 55 255 61 1469 341 292
internal_count=3121 673 599 2448 325 2343 105 99 1745 274 162 598 572 112 1674 125 116 65 90 1549 72 43 551 278 55 255 61 1469 341 292
is_linear=0
shrinkage=0.00196078


Tree=3759
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 47 4 4 1 0 15 2 34 0 4 16 16 13 4 3 43 4 16 15 47 15 51 4 15
split_gain=30.5837 5.19834 3.06776 2.66242 1.54365 1.36453 1.24437 1.08725 1.04425 0.883651 0.704807 0.913673 0.644857 0.725683 0.619375 0.588077 0.511016 0.459395 0.4026 0.401583 0.392665 0.507314 0.585817 0.353058 0.324958 0.37018 0.314869 0.299563 0.292479 0.282669
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.12033500000000001 0.40124500000000002 0.033845000000000007 0.09253500000000002 -0.11173999999999999 -0.10469999999999999 0.13754500000000003 -1.0000000180025095e-35 -0.07929499999999999 0.27834500000000006 -0.061854999999999993 -0.039889999999999988 -0.016469999999999995 -0.49013999999999996 -0.11171999999999999 -0.15582499999999996 -0.16363499999999997 -0.10850999999999998 0.024640000000000006 0.10648500000000001 0.090455000000000021 0.13995500000000002 -0.013514999999999998 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 5 8 12 28 10 -5 11 -1 13 -3 27 23 -8 -13 -15 29 21 -21 -23 -10 25 -2 -7 -12 -4 -16
right_child=1 6 7 9 -6 26 16 -9 15 -11 14 17 -14 18 19 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001329542950672262 0.00059166458184723694 0.00027498244876523445 0.0011572262872107529 0.0010432135477026164 0.00077678103036448061 0.0014838705764843316 0.00049747702046970869 0.00068561717429581814 0.0011019836138119619 0.00064873110738857432 0.0011793291660192788 0.00071640589242918603 0.00027050741908481743 0.00047491310465642636 0.0011573243473275521 0.00070490445705120733 0.00087425895718590209 0.0010569007754618045 0.00075884614762959668 0.0011835810364016187 0.0010955412602399646 0.0010197006555554135 0.00056532348414846487 0.0009587471636555736 0.00086097470636850863 0.00085512139824142034 0.0012420547434149056 0.00098084781489341075 0.00097070113227446387 0.001407346598296161
leaf_weight=20 189 44 73 34 48 47 25 35 149 61 1147 39 109 48 101 22 31 25 32 21 465 24 20 119 24 23 37 30 58 21
leaf_count=20 189 44 73 34 48 47 25 35 149 61 1147 39 109 48 101 22 31 25 32 21 465 24 20 119 24 23 37 30 58 21
internal_value=0 0.000644187 0.000788385 0.00111168 0.00112478 0.00113208 0.000443607 0.000992619 0.00112273 0.000789914 0.00113935 0.000963729 0.00038053 0.000477243 0.00114741 0.00101308 0.000706053 0.000849412 0.000588486 0.00109893 0.00107559 0.000932838 0.000813166 0.00103838 0.000644728 0.000620247 0.00137736 0.00117427 0.00107464 0.00120036
internal_weight=0 691 402 2430 2335 2287 289 166 2203 95 1913 84 233 124 1829 290 56 64 80 652 530 65 44 268 236 212 84 1177 131 122
internal_count=3121 691 402 2430 2335 2287 289 166 2203 95 1913 84 233 124 1829 290 56 64 80 652 530 65 44 268 236 212 84 1177 131 122
is_linear=0
shrinkage=0.00196078


Tree=3760
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 15 0 2 34 43 48 12 14 4 4 11 16 160 4 2 4 12 13 0 15 31 52
split_gain=40.5732 5.2161 4.18759 3.07501 2.6051 1.69359 1.56214 1.33574 1.25571 0.994918 0.906342 0.938331 0.807326 1.01977 0.757117 0.755638 0.689059 0.65105 0.522468 0.517336 0.477394 0.455749 0.453559 0.716948 0.625633 0.441728 0.429746 0.413592 0.380977 0.347103
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090455000000000021 0.40124500000000002 0.024640000000000006 -0.23194499999999998 0.14285500000000004 -1.0000000180025095e-35 -0.04890499999999999 -1.0000000180025095e-35 0.13597000000000004 0.076175000000000007 0.27834500000000006 0.033845000000000007 0.080455000000000013 -0.040964999999999994 0.058535000000000011 -0.15464999999999998 0.098035000000000011 -0.064054999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11173999999999999 -0.095244999999999982 -0.077289999999999984 -0.42058999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 10 15 -5 12 -1 11 28 -6 -14 17 26 -13 18 21 -7 -15 -8 23 -11 -25 -18 27 -4 -3 -20
right_child=1 5 6 7 8 19 14 -9 -10 22 -12 16 13 20 -16 -17 25 -19 29 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016414949175720759 0.00071044331805926008 0.0004843388237523947 0.0013659586030956685 0.0012319943168680361 0.00074526337979763163 0.00063346732957233044 0.001021829410121332 0.00074875554040910585 0.0013962425458498029 0.0014421844194737316 0.00029014631779572628 0.00085783340878914512 0.00064354019465984083 0.0011762082422068375 0.00097114468277130007 0.0015922398150018007 0.00040490246281589223 0.0011362130120525246 0.0013442322211649716 0.0010449919070488487 0.00086803568842277719 0.001269010411038147 0.0010643206029579016 0.0012887523707474232 0.00088226405958480693 0.00075184171210650977 0.001344306826931682 0.0010120057857601471 0.00012341923819170455 0.0016484663878279684
leaf_weight=22 181 22 22 91 84 23 30 29 21 52 97 36 25 68 39 46 43 159 46 24 27 651 62 37 24 21 1065 30 23 21
leaf_count=22 181 22 22 91 84 23 30 29 21 52 97 36 25 68 39 46 43 159 46 24 27 651 62 37 24 21 1065 30 23 21
internal_value=0 0.000691161 0.00126215 0.000871813 0.00108385 0.000503008 0.00129782 0.00111521 0.000939693 0.00124849 0.000436859 0.000535004 0.000892695 0.000995897 0.00123865 0.00134595 0.000640815 0.00125016 0.00127438 0.000843608 0.00108862 0.00125812 0.00119908 0.00127302 0.00112882 0.000518742 0.00133581 0.00116176 0.000299869 0.00143959
internal_weight=0 590 2531 301 422 289 2109 120 225 197 242 145 204 120 946 1163 100 907 748 47 95 681 175 113 61 64 1117 52 45 67
internal_count=3121 590 2531 301 422 289 2109 120 225 197 242 145 204 120 946 1163 100 907 748 47 95 681 175 113 61 64 1117 52 45 67
is_linear=0
shrinkage=0.00196078


Tree=3761
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 47 2 2 1 14 2 4 11 1 4 1 13 11 47 15 4 1447 3 4 3 13 4 16
split_gain=48.1856 7.39396 5.01224 4.3063 2.76858 2.29481 2.23635 1.43547 1.36021 1.3502 1.27159 1.12558 0.984771 0.731173 0.674224 0.657307 0.982046 0.574111 0.426166 0.408594 0.407596 0.392303 0.372729 0.351957 0.299459 0.287283 0.286048 0.406568 0.30473 0.332907
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.40124500000000002 0.14122000000000004 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.092845000000000025 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.091195000000000012 -1.0000000180025095e-35 0.095165000000000013 0.090100000000000013 0.024640000000000006 -0.0070899999999999991 -0.082869999999999985 1.0000000180025095e-35 -0.036839999999999991 -0.11171999999999999 0.14871000000000004 0.022185000000000003 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 20 6 9 12 22 11 -5 17 13 -4 15 23 -17 -1 -15 21 24 -16 -6 -11 -3 -2 27 -25 -28 -30
right_child=1 2 7 10 8 -7 -8 -9 -10 14 -12 -13 -14 18 19 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 28 -29 29 -31
leaf_value=0.0011607673867849841 0.001171507498285934 0.00035258551593322554 0.00050403104449798857 0.00097184972605600384 0.0012138093124125517 0.00053328890637504775 0.00065434385161884288 0.00060092134649877144 0.00043981069109806723 0.0012840912295322793 0.0005125204431085101 0.0014194734070181411 2.0544132126735407e-05 0.00011615513287710422 0.0011929999095671637 0.001117179231817315 0.00062130324686463867 0.0010511812306741341 0.00041080346182171325 0.00097774718285483474 0.00066087329083454229 0.0015187324790838829 0.00090197475799241986 0.00072811477938119107 0.00050924001404638189 0.00090876847651659269 0.0010848289374282129 0.0010893443661272679 0.0010740891334508696 0.00091287841045353574
leaf_weight=1117 48 98 39 37 20 27 41 34 23 25 62 59 99 77 44 28 34 220 25 20 34 21 56 25 90 24 474 23 98 99
leaf_count=1117 48 98 39 37 20 27 41 34 23 25 62 59 99 77 44 28 34 220 25 20 34 21 56 25 90 24 474 23 98 99
internal_value=0 0.000490459 0.000418645 0.0010848 0.000584913 0.00110164 0.00110823 0.000223856 0.0008576 0.00111637 0.000684189 0.00115443 0.000170438 0.000275683 0.00105673 0.00103922 0.000845247 0.00114274 0.000188373 0.00122283 0.000463309 0.00129824 0.000984036 0.00105538 0.00042758 0.00108393 0.00104743 0.000901204 0.00105789 0.000993075
internal_weight=0 667 595 2454 321 2355 2328 274 99 2287 99 1396 240 141 891 806 62 1337 102 85 222 65 76 744 188 72 719 48 671 197
internal_count=3121 667 595 2454 321 2355 2328 274 99 2287 99 1396 240 141 891 806 62 1337 102 85 222 65 76 744 188 72 719 48 671 197
is_linear=0
shrinkage=0.00196078


Tree=3762
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 131 12 11 480 484 49 15 15 51 133 13 454 1 456 4 4 1 11 51 41 52 159 50 4
split_gain=1.63761 0.378279 0.225412 0.173488 0.174556 0.147186 0.107715 0.112739 0.14395 0.102005 0.113803 0.101575 0.127874 0.145922 0.0979945 0.125845 0.103976 0.0943145 0.114719 0.181431 0.106822 0.192599 0.0948027 0.0930636 0.0924202 0.15684 0.124851 0.291492 0.110537 0.106573
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.092120000000000021 0.11472500000000001 0.096070000000000016 0.10711000000000002 0.084110000000000004 0.11747 0.12418000000000001 -1.0000000180025095e-35 -0.30407999999999996 -0.41942499999999994 -0.12089999999999999 0.089200000000000015 -0.059629999999999996 -0.037229999999999992 0.11669000000000002 0.060100000000000008 0.022185000000000003 0.36766000000000004 0.12873500000000002 0.080455000000000013 0.081440000000000026 0.075585000000000013 0.024145000000000003 -0.040969999999999993 0.079410000000000008 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 23 6 7 8 14 10 -6 -4 13 -13 -3 17 -17 -16 19 20 -19 -22 -20 24 25 -1 28 -28 29 -26
right_child=1 2 11 -5 9 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 -18 18 22 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.012389828507208928 0.012382684290383219 -0.00041427266282530932 -0.0029316913216344775 0.002884367566068911 0.010147433088860626 0.012786153101894474 0.011548420366351352 -0.0015270411524744261 0.013497352840689323 0.017474738402026041 0.015983102789946965 0.0039413549686567141 0.008315479996810227 -0.0049228232407655852 0.00017449392005801202 0.0053997175955784425 -0.0033674903330393139 0.0048139734332031323 0.0021081440544609602 0.017603189001480737 0.017653106471213202 0.0067896860085573862 0.0083469774696135479 0.017590755070833599 0.012480165365696797 0.01890493787481989 0.012024999229658035 -0.0034596874122507872 0.016681537963449955 0.0047613986871308757
leaf_weight=1337 90 26 31 22 739 35 33 21 24 21 35 65 38 26 20 31 24 69 60 21 24 51 41 34 53 38 31 20 34 27
leaf_count=1337 90 26 31 22 739 35 33 21 24 21 35 65 38 26 20 31 24 69 60 21 24 51 41 34 53 38 31 20 34 27
internal_value=0 0.00631234 0.0054587 0.0117236 0.0118057 0.00654222 0.00605113 0.00561081 0.00599417 0.0105979 0.0104113 0.00220813 0.00344328 0.00140873 0.0055035 0.00595471 0.00157403 0.00679715 0.00729509 0.00891988 0.00765356 0.010266 0.00464074 0.0124158 0.0123015 0.0125699 0.0100652 0.00595257 0.0119051 0.00987508
internal_weight=0 730 640 2391 2369 480 445 412 391 795 774 160 129 91 367 341 55 286 266 165 144 75 101 1574 1540 1375 165 51 114 80
internal_count=3121 730 640 2391 2369 480 445 412 391 795 774 160 129 91 367 341 55 286 266 165 144 75 101 1574 1540 1375 165 51 114 80
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=31
num_cat=0
split_feature=1 3 1 44 124 10 2 16 14 15 12 43 4 42 43 49 4 51 43 51 1447 16 157 133 12 133 1429 15 133 133
split_gain=1.32947 0.302039 0.196667 0.171455 0.146404 0.138114 0.130979 0.115473 0.100731 0.100989 0.104332 0.0957751 0.151493 0.094495 0.0939661 0.0889759 0.123488 0.113274 0.137276 0.126528 0.117302 0.11485 0.148861 0.121179 0.290084 0.211973 0.444731 0.210189 0.19946 0.194552
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.083555000000000018 -0.076779999999999987 -0.062879999999999978 0.13404500000000005 -0.25582999999999995 0.062655000000000016 0.094035000000000007 0.086095000000000019 -0.52440999999999993 -0.51843499999999987 -0.0060199999999999993 -0.080324999999999994 -0.008964999999999999 0.24564500000000003 0.11548000000000001 -1.0000000180025095e-35 0.095050000000000009 -0.086059999999999984 0.0047850000000000011 -0.082009999999999986 0.11269500000000002 0.086655000000000024 0.085760000000000017 0.057970000000000008 0.087575000000000014 0.082925000000000013 0.088525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 13 -4 8 -2 11 10 -10 -6 -13 -1 -15 16 -14 19 -19 20 -17 23 -23 25 -25 26 28 29 -22 -27
right_child=1 2 5 -5 6 -7 -8 -9 9 -11 -12 12 15 14 -16 17 -18 18 -20 -21 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.010506872122641654 0.0054288286075461663 0.0047045968361785866 -0.0069841606475945037 0.014001623063259536 0.0037902822857722642 0.0021523331420328948 0.0055846026210038336 0.010081920741067734 0.020922576600749948 0.009860772674790387 0.011903816186215568 0.016618423031772987 0.0095951014473343865 0.0072198261480985425 -0.0011972679450991564 0.014834087882708345 0.0019517000526716205 0.0098943999269977215 0.00087874242405329515 0.015484993206712629 0.01125627388638694 0.0022724773028287393 0.0097407529688329081 -0.0014862098235070059 0.010283244399525002 0.018340628014459293 -0.00028593956182400385 0.024591439916929678 0.019698953243165181 0.0098476937428737688
leaf_weight=39 80 358 21 21 20 78 49 160 29 33 23 43 261 36 21 72 23 57 24 62 798 29 335 23 234 49 33 21 29 60
leaf_count=39 80 358 21 21 20 78 49 160 29 33 23 43 261 36 21 72 23 57 24 62 798 29 335 23 234 49 33 21 29 60
internal_value=0 0.00563636 0.00418304 0.00521974 0.0105403 0.000214289 0.0106995 0.00853089 0.0108105 0.0141876 0.0169335 0.0106784 0.0107424 0.00671395 0.00411879 0.0106227 0.00897609 0.0108788 0.00722309 0.0110485 0.010885 0.0107085 0.00914575 0.0111647 0.00922995 0.011667 0.0110981 0.0154306 0.0115523 0.0136656
internal_weight=0 718 478 379 2403 99 2307 240 2258 85 52 2173 2153 96 57 2110 284 1826 81 1745 1683 1611 364 1247 257 990 860 130 827 109
internal_count=3121 718 478 379 2403 99 2307 240 2258 85 52 2173 2153 96 57 2110 284 1826 81 1745 1683 1611 364 1247 257 990 860 130 827 109
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=31
num_cat=0
split_feature=1 4 1 484 12 15 12 376 150 4 3 15 3 49 0 40 16 3 15 2 1 1212 1429 159 403 0 15 133 16 0
split_gain=1.09181 0.202061 0.154372 0.16434 0.167893 0.286263 0.214033 0.129528 0.147053 0.124599 0.148772 0.120191 0.144292 0.133168 0.168271 0.206843 0.140062 0.119636 0.128348 0.119211 0.215679 0.172658 0.177286 0.1824 0.243702 0.261408 0.183948 0.260779 0.334789 0.124955
threshold=0.10920500000000001 0.27287000000000006 0.090540000000000023 -0.020124999999999994 0.094835000000000017 0.11773500000000002 0.093765000000000015 0.083785000000000012 0.092390000000000014 -0.16363499999999997 -0.088784999999999989 -0.56368999999999991 -0.082689999999999986 -0.015259999999999998 -0.11013499999999998 -0.063404999999999989 -0.44310499999999992 -0.072624999999999981 -0.03241999999999999 0.085730000000000015 0.08864000000000001 0.11137000000000001 0.084770000000000012 -0.085604999999999987 -0.5335399999999999 -0.087084999999999982 -0.040804999999999994 -0.0084449999999999994 -0.092484999999999984 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 19 -4 5 6 9 8 -2 -5 -11 -3 -13 -14 16 -16 -15 -12 -19 21 29 22 23 -1 -25 26 -26 -28 -29 -21
right_child=1 11 3 4 -6 -7 -8 -9 -10 10 17 12 13 14 15 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0043984489323680891 0.0082992548696784081 0.0091322266310453412 0.013583042507019381 0.011268598263765254 0.010188420954873932 0.017804494518786667 -0.0045421112334588544 0.00035466083354549486 0.0020830981849514424 -0.0016899641603231432 0.009374861714119713 0.0062311600656138237 -0.0069754874599831443 0.0021626010610672989 0.0040586351220758378 -0.0046042243727401552 0.012338763943296813 0.0061214987517127567 -0.00039132976403030066 0.0096058667371646533 -0.001082154829055071 0.0019714879847708205 0.0019347619358450177 0.021395886106452405 0.010418210089735043 0.0096969886872667419 0.012442046180533779 0.012042987415486057 0.027488288520059242 0.0053532248008868674
leaf_weight=34 200 25 46 41 147 20 20 32 47 27 78 58 21 38 49 63 21 135 39 1291 20 21 20 26 78 322 70 23 36 73
leaf_count=34 200 25 46 41 147 20 20 32 47 27 78 58 21 38 49 63 21 135 39 1291 20 21 20 26 78 322 70 23 36 73
internal_value=0 0.00444483 0.00933983 0.00785991 0.00734065 0.00617781 0.00549389 0.00634088 0.00711642 0.00612113 0.0053647 0.00252119 0.00186009 0.00053966 0.00146257 -0.000814223 0.00578463 0.00612055 0.00466173 0.00974618 0.00922711 0.0108865 0.0111939 0.0115083 0.0119439 0.0114793 0.0142518 0.0165698 0.0214672 0.00937827
internal_weight=0 554 2567 553 507 360 340 279 247 320 279 275 250 192 171 112 59 252 174 2014 1384 630 609 589 555 529 207 129 59 1364
internal_count=3121 554 2567 553 507 360 340 279 247 320 279 275 250 192 171 112 59 252 174 2014 1384 630 609 589 555 529 207 129 59 1364
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=31
num_cat=0
split_feature=1 2 34 3 0 2 10 44 153 10 39 12 3 1 0 3 52 0 10 15 12 47 48 484 1429 48 43 3 51 403
split_gain=0.884368 0.177588 0.158218 0.138596 0.138023 0.137393 0.115525 0.115039 0.11533 0.112488 0.109418 0.108865 0.153121 0.104792 0.173016 0.153985 0.13257 0.124111 0.104123 0.101253 0.100635 0.178692 0.154228 0.128543 0.211944 0.158065 0.139059 0.137935 0.137053 0.124247
threshold=0.10920500000000001 0.13622000000000004 -0.010024999999999997 0.11924500000000002 -0.10836499999999999 0.10327000000000001 -0.089679999999999982 1.0000000180025095e-35 0.084695000000000006 -0.0026549999999999994 0.10076500000000001 -0.42850999999999995 0.31370500000000007 0.089625000000000024 -0.13027499999999997 0.099930000000000005 -0.061194999999999992 -0.14832499999999996 0.09820000000000001 -0.084564999999999987 0.084735000000000019 0.081320000000000017 0.10184000000000001 0.091180000000000011 0.083960000000000021 0.088735000000000022 -0.085594999999999991 -0.084854999999999986 -0.085039999999999991 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 -5 18 -1 8 10 -2 13 -3 -13 20 15 16 17 -15 -4 -12 21 23 -23 24 25 26 28 -26 -8 -22
right_child=1 11 5 4 -6 -7 7 -9 -10 -11 19 12 -14 14 -16 -17 -18 -19 -20 -21 29 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00093515956541523337 0.004281681983376898 0.0083358766930177811 0.0094086042616004489 -0.0032793062832206493 0.0077704690683346525 0.0040810726159873556 0.0073507238933373069 0.014827313082260563 0.00092922505456954256 -0.0038159623581530719 0.0083977714972570533 0.0023282169497723126 -0.0048389040154870602 0.010324394583702087 0.0083123991029424357 0.011548008788598791 -0.0026469491771422327 0.00054627419621856128 0.0021134481643852983 -0.001664682347327471 0.015713769527307402 0.02257324051821516 0.010303137439768762 0.015968338946501414 -0.001543853568312313 0.0014776821201667189 0.0094151844601207107 0.0089076515808499054 0.016779049082081124 0.0084569808104707628
leaf_weight=20 42 20 131 20 26 152 21 29 20 29 20 117 40 25 432 21 36 27 23 20 24 21 20 30 28 20 232 23 58 1394
leaf_count=20 42 20 131 20 26 152 21 29 20 29 20 117 40 25 432 21 36 27 23 20 24 21 20 30 28 20 232 23 58 1394
internal_value=0 0.00400034 0.00522713 0.00840585 0.00296622 0.00621392 0.0085051 0.00856564 0.00849218 0.000974193 0.00855387 0.00138736 0.000502199 0.00863989 0.00741411 0.00385392 0.00201783 0.00524729 0.00831907 0.00336654 0.00899433 0.0102919 0.0165878 0.00966535 0.00917035 0.0100949 0.0106491 0.00316957 0.0142728 0.0085798
internal_weight=0 554 377 2567 46 306 2521 2501 2472 71 2452 177 157 2412 541 109 88 52 154 40 1871 453 41 412 382 331 311 51 79 1418
internal_count=3121 554 377 2567 46 306 2521 2501 2472 71 2452 177 157 2412 541 109 88 52 154 40 1871 453 41 412 382 331 311 51 79 1418
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=31
num_cat=0
split_feature=1 2 484 43 34 0 3 0 2 4 15 0 15 1 44 124 43 11 11 42 1208 1213 1 2 1455 43 15 1454 160 1447
split_gain=0.716338 0.143847 0.137327 0.151557 0.179417 0.129261 0.112262 0.111832 0.0993052 0.0926588 0.145669 0.139107 0.164662 0.30551 0.0920645 0.0992787 0.121068 0.0824641 0.0963165 0.0980767 0.142466 0.132666 0.138873 0.142899 0.122191 0.0814543 0.0789565 0.155362 0.165312 0.119065
threshold=0.10920500000000001 0.13622000000000004 0.096415000000000015 0.084740000000000024 -0.021334999999999996 -0.10224499999999999 0.11924500000000002 -0.097274999999999986 0.15109000000000003 -0.15764999999999998 -1.0000000180025095e-35 -0.10474999999999998 -0.41942499999999994 0.13968000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085594999999999991 0.097680000000000017 0.08976000000000002 0.11457500000000002 0.099975000000000008 -0.021674999999999996 0.091095000000000023 0.10402500000000002 0.10752500000000002 -0.088004999999999986 0.083195000000000005 0.088250000000000009 -0.54913999999999985 0.022105000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 8 -8 14 -3 11 -11 -13 -14 15 16 -1 18 19 24 21 -21 23 -23 26 -7 -17 28 -28 -30
right_child=1 9 -4 -5 5 25 7 -9 -10 10 -12 12 13 -15 -16 17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.010777541306535049 -0.00039243787527084347 0.0073217353296720182 -0.0026152091886615381 0.011654430867708995 0.0031110282176606626 0.013383051710219921 -0.0020511463556128246 0.0078194987452165649 0.00063613843172788626 0.00691621532314457 -0.007357291433782805 0.0040959435887634758 0.0022663354062505306 -0.013142099383879792 0.013126445850056987 0.0073140752689784651 0.0033540710594559854 0.0018338613617031472 0.013215197179692263 0.009600197856447527 0.010731293084855015 0.0070219130123682005 -0.0056277332780882722 -0.0027770190499722958 0.01364600294949235 0.0066598452195226338 0.015294049240371869 -0.00016156558878719808 0.0086498247629361903 0.00084125433582812555
leaf_weight=28 60 22 24 33 112 21 24 22 20 36 21 45 31 22 31 1191 102 23 33 28 37 46 20 22 37 127 37 20 826 20
leaf_count=28 60 22 24 33 112 21 24 22 20 36 21 45 31 22 31 1191 102 23 33 28 37 46 20 22 37 127 37 20 826 20
internal_value=0 0.00360031 0.00470442 0.00520207 0.00453667 0.00567415 0.00756526 0.0026696 0.00765459 0.00124862 0.000386634 0.00160023 -0.000352575 -0.00412962 0.00771072 0.00764275 0.00495297 0.00779218 0.00785132 0.00777383 0.00532825 0.00360487 0.00169726 0.00385167 0.00794941 0.00761381 0.00784875 0.00855396 0.00875137 0.00846522
internal_weight=0 554 377 353 320 260 2567 46 2521 177 155 134 98 53 2501 2470 130 2340 2317 2284 153 116 88 68 2131 148 2094 903 883 846
internal_count=3121 554 377 353 320 260 2567 46 2521 177 155 134 98 53 2501 2470 130 2340 2317 2284 153 116 88 68 2131 148 2094 903 883 846
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=31
num_cat=0
split_feature=1 4 3 48 0 132 2 124 43 13 51 49 10 51 147 13 0 0 133 10 11 51 2 1 3 1447 1455 160 0 16
split_gain=0.583002 0.177915 0.135578 0.129812 0.104029 0.102885 0.105453 0.0916431 0.114576 0.116428 0.0872355 0.133602 0.087633 0.0842222 0.0791799 0.0864901 0.0994249 0.0876358 0.0892077 0.0774377 0.0822912 0.124216 0.0876595 0.129694 0.15952 0.100636 0.0964913 0.0940478 0.0907602 0.119679
threshold=0.10312500000000001 -0.39518999999999993 0.31370500000000007 -0.081134999999999999 0.22582000000000002 0.10613500000000002 0.15950500000000004 0.05852000000000001 -0.24021999999999996 0.17001000000000002 0.10876000000000001 0.0093850000000000027 -1.0000000180025095e-35 -0.047599999999999996 0.099730000000000027 0.054800000000000008 0.010870000000000003 -0.043914999999999989 0.090310000000000015 -0.086389999999999981 1.0000000180025095e-35 0.10876000000000001 0.089005000000000015 0.086255000000000012 -0.0037349999999999996 -0.082869999999999985 -0.22060499999999997 -0.53379499999999991 -0.23091999999999999 0.26676500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 3 -3 19 6 -4 8 -5 10 12 -12 -10 -2 15 16 17 18 -14 -1 22 -22 26 25 -25 -24 -21 -28 -26 -30
right_child=1 2 5 7 -6 -7 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 23 24 28 -27 27 -29 29 -31
leaf_value=0.00079645845573395502 0.0057893312795275105 0.011007466563023628 0.00036895247967035143 0.010414240866899491 -7.6824036382493516e-05 0.0052530326513358615 -0.0078669397245076569 -0.0017874274808432787 -0.00054849908248378102 -0.0030377137474715712 0.01049492522251121 0.0010525774818075739 0.0053672574569548796 0.013064984365617142 -0.0019395417406816375 -0.00093951511582166978 0.011415178550495989 -0.0020978521835058931 -0.0014477721400215247 0.014345438331365585 0.010930049590511635 0.0026729207216042352 0.012288514617830516 -0.0031349501497442687 0.00025870305447218321 0.006392940593458585 0.0022338047557111298 0.0074926255581508174 0.011674091944775184 0.002030142587186261
leaf_weight=20 41 24 53 25 21 26 22 31 52 26 43 23 225 26 22 29 21 20 21 20 106 22 30 31 24 830 35 1199 31 22
leaf_count=20 41 24 53 25 21 26 22 31 52 26 43 23 225 26 22 29 21 20 21 20 106 22 30 31 24 830 35 1199 31 22
internal_value=0 0.00370178 0.0032055 0.00381172 0.0069305 -0.000167716 -0.00204691 0.00349072 0.00381345 0.00347109 0.0038422 0.00720441 0.00327321 0.00861272 0.00386117 0.00426502 0.00479091 0.00426794 0.00478549 0.0069926 0.00704533 0.00951086 0.0069033 0.00618841 0.00292209 0.0065986 0.00745514 0.00734347 0.00536063 0.00767094
internal_weight=0 730 663 562 2391 101 75 538 507 482 456 66 390 67 338 316 287 266 246 2370 2350 128 2222 968 108 860 1254 1234 77 53
internal_count=3121 730 663 562 2391 101 75 538 507 482 456 66 390 67 338 316 287 266 246 2370 2350 128 2222 968 108 860 1254 1234 77 53
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 14 2 10 4 4 3 1 2 12 4 150 123 2 47 0 4 12 1 131 15 0 4 4
split_gain=39.2434 6.64427 4.17895 3.3394 2.43764 1.87347 1.42117 1.22293 1.10985 1.0832 1.02598 1.02365 0.703468 0.606179 0.672778 0.54407 0.540426 0.529916 0.419995 0.419711 0.410311 0.408523 0.440753 0.424089 0.400895 0.370608 0.363012 0.652366 0.542382 0.336815
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.092845000000000025 0.062655000000000016 0.14960000000000004 -0.011559999999999999 0.42051500000000003 0.40473500000000007 0.30112000000000005 0.089625000000000024 0.090425000000000019 0.088245000000000004 -0.51253999999999988 1.0000000180025095e-35 0.088205000000000019 -0.0091949999999999983 0.10648500000000001 0.14486500000000005 0.057560000000000007 0.095175000000000023 0.14860500000000001 0.09031500000000002 -0.15914499999999995 -0.11173999999999999 0.0049200000000000008 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 20 7 -5 13 17 24 12 29 18 15 19 16 -1 21 -11 -15 -3 22 23 -7 -4 -2 -18 28 -28 -6
right_child=1 2 9 6 11 8 -8 -9 -10 10 -12 -13 -14 14 -16 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016081515188310659 0.0013296557986149553 0.00061628454346302429 0.00031840963932498729 0.0011565637113906495 0.0013581006754847134 0.0013064861846133332 0.00066795415952619099 0.0014909622725214902 0.00071712567177383436 0.00082742005435123601 0.00036614278782487952 0.00070494440377282485 0.00036776548626202987 0.00093969889207467605 0.00089055196268929921 0.001213660904297701 0.0015199421667585185 0.00086923061843661184 0.00049479434787131401 0.0012154670651078107 0.00088264686161396546 0.00089390296204706215 0.0010558528751466209 0.0011467702490790379 -1.2619837076003113e-05 0.0010362728483536664 0.00089237175983821154 0.0012907235194077383 0.0012593519782610968 0.0010570256897047454
leaf_weight=20 49 201 39 37 20 106 60 79 26 54 112 29 27 23 31 616 24 27 20 274 25 22 97 161 22 25 30 783 32 50
leaf_count=20 49 201 39 37 20 106 60 79 26 54 112 29 27 23 31 616 24 27 20 274 25 22 97 161 22 25 30 783 32 50
internal_value=0 0.000676242 0.000607764 0.00121086 0.000758142 0.00122557 0.000854331 0.0012521 0.00111006 0.000429396 0.000495372 0.00101471 0.000638676 0.0012418 0.00116542 0.00125845 0.00128948 0.0011348 0.000737521 0.00119411 0.000645749 0.00115337 0.00116905 0.00121018 0.000199022 0.00123054 0.00128215 0.00127539 0.00108178 0.00114305
internal_weight=0 673 599 2448 325 2351 97 1912 439 274 213 99 101 1833 328 1505 889 413 74 297 226 386 364 267 61 74 869 845 62 70
internal_count=3121 673 599 2448 325 2351 97 1912 439 274 213 99 101 1833 328 1505 889 413 74 297 226 386 364 267 61 74 869 845 62 70
is_linear=0
shrinkage=0.00196078


Tree=3769
num_leaves=31
num_cat=0
split_feature=1 52 11 402 12 3 124 157 43 4 156 0 456 97 2 14 10 4 156 132 3 4 4 12 0 4 2 3 128 128
split_gain=0.614497 0.175931 0.134726 0.102196 0.100597 0.111505 0.097445 0.0952808 0.134659 0.146307 0.0954608 0.0936067 0.0895153 0.0772691 0.0887096 0.0749987 0.0869676 0.0838903 0.0885888 0.110478 0.0826373 0.104782 0.323515 0.138562 0.118546 0.104072 0.0835706 0.0758228 0.066356 0.102174
threshold=0.10312500000000001 -0.53299999999999992 -1.0000000180025095e-35 0.10052500000000002 -0.26532499999999998 0.31370500000000007 0.0049200000000000008 -0.090834999999999985 -0.24021999999999996 -0.013514999999999998 0.082605000000000026 0.22582000000000002 0.088200000000000014 -0.049229999999999996 0.13501500000000002 0.062655000000000016 -0.0026549999999999994 -0.15464999999999998 0.078780000000000003 0.078465000000000021 0.10299500000000002 -0.39518999999999993 -0.15289999999999995 0.09320500000000001 -0.036484999999999997 -0.017809999999999996 0.097605000000000011 0.092670000000000016 0.11976500000000002 0.11059000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 4 -4 6 7 -6 -9 10 -10 15 13 -11 -15 16 -1 -17 19 -19 21 23 -23 26 28 -22 27 -18 29 -24
right_child=1 2 3 -5 5 -7 -8 8 9 12 -12 -13 -14 14 -16 17 20 18 -20 -21 25 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002413992985690895 0.0088608808783241198 -0.0046731076342985036 0.010387438671339465 -0.0030377309494228526 -0.0022968690609559417 -0.00040390173461837847 -0.00091893939780776342 0.012214010889115542 0.0097461138045348769 -0.0010754890128737316 0.0021943919275971978 0.00056311048212505529 -0.0016606037429864368 0.0053105789960334968 0.0012207832187414169 0.015641580167270842 0.017560168518684804 0.0013985711364366581 0.013459447024228133 0.011370055156294257 0.00028140372722535519 -0.001954389223828912 0.0074700248926027578 0.0036908583472604339 0.0014128835025158798 0.0087366394019530464 0.0074882298120823899 0.0098005159077001747 0.013186756786890328 0.00028632688452489679
leaf_weight=38 65 20 23 22 20 61 36 23 70 28 22 21 31 241 68 21 34 25 23 20 37 38 1971 23 33 24 23 20 20 20
leaf_count=38 65 20 23 22 20 61 36 23 70 28 22 21 31 241 68 21 34 25 23 20 37 38 1971 23 33 24 23 20 20 20
internal_value=0 0.00389536 0.00341001 0.00366065 0.00389719 0.0036484 0.00410701 0.00446672 0.00474679 0.00437342 0.00794027 0.00721015 0.00348171 0.00395475 0.00441056 0.00726905 0.00715793 0.0101169 0.00841077 0.00583034 0.0072383 0.00733979 0.00718792 0.0105018 0.00735788 0.00360805 0.0125362 0.0146862 0.00745544 0.00739786
internal_weight=0 730 665 645 623 600 539 503 483 460 92 2391 368 337 309 2370 2281 89 68 45 2243 2182 2082 100 2044 61 77 54 2011 1991
internal_count=3121 730 665 645 623 600 539 503 483 460 92 2391 368 337 309 2370 2281 89 68 45 2243 2182 2082 100 2044 61 77 54 2011 1991
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=31
num_cat=0
split_feature=1 3 124 4 1 2 42 2 47 14 0 15 2 49 0 16 133 3 12 4 0 52 13 42 2 43 3 49 4 0
split_gain=33.7453 5.83489 2.88655 2.31155 2.09946 1.70266 1.2264 1.06623 0.975165 0.901084 0.839375 0.974713 0.594913 0.578778 0.564819 0.564721 0.470378 0.519676 0.800583 0.405998 0.405504 0.324182 0.329166 0.316354 0.298356 0.289195 0.287477 0.380049 0.264733 0.805221
threshold=0.104035 -0.059315 -0.076779999999999987 0.27834500000000006 0.11690500000000002 0.092120000000000021 -0.0060199999999999993 0.13404500000000005 0.085505000000000012 0.062655000000000016 -0.10607499999999999 -0.098289999999999975 0.31358000000000003 -0.054984999999999992 -0.14226499999999997 -0.061854999999999993 0.086990000000000012 0.11658 -1.0000000180025095e-35 0.0082450000000000006 -0.23091999999999999 -0.56176499999999996 -0.07743499999999999 0.086555000000000007 0.11411 -0.080324999999999994 -0.028564999999999997 -0.0055299999999999993 -0.46376499999999993 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 16 9 -1 20 12 10 11 -4 -6 -2 -13 -10 17 18 -3 23 -7 -22 -23 28 -5 -8 27 -24 -12 -30
right_child=1 4 5 24 8 7 25 -9 15 -11 19 14 -14 -15 -16 -17 -18 -19 -20 -21 21 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010702296718955041 0.000748390194600801 0.00065002542461643884 0.0012502544871953411 0.00077672164126109053 0.00036788785572003922 0.00081223382498898542 0.00072854325667002281 0.00078178115991078747 0.0004574440308990594 0.0014041205128980062 0.0013799140443422225 0.0009839134531738087 3.9864916756164793e-05 0.0010804122368784548 0.00060474536681781187 0.0008121129370578864 0.00043532032717070725 0.00057547080063441534 0.0010321310641876779 0.0010182673514543001 0.0012673792411994225 0.0011433787410025278 0.00077447148055589498 0.0011453173159124415 0.00053538192373334538 0.00044987189264738945 0.0011849065114514191 0.001045440947740282 0.0012109039719023743 0.00082182345875338007
leaf_weight=40 24 49 37 31 186 21 41 49 45 63 33 44 24 127 23 28 27 59 37 59 37 208 21 497 54 22 53 380 781 21
leaf_count=40 24 49 37 31 186 21 41 49 45 63 33 44 24 127 23 28 27 59 37 59 37 208 21 497 54 22 53 380 781 21
internal_value=0 0.000631863 0.00112293 0.000882045 0.000502098 0.00113715 0.000801715 0.00106165 0.000398262 0.00117441 0.00116473 0.000994815 0.0003304 0.00102764 0.000853751 0.000593481 0.000672945 0.000717192 0.00081442 0.00117743 0.0010807 0.00108877 0.00107878 0.00118449 0.0006234 0.000631229 0.00104919 0.00103125 0.0012078 0.00120072
internal_weight=0 691 2430 236 455 2327 103 769 283 1558 1495 104 210 151 67 73 172 145 86 1391 720 699 662 1332 85 63 454 401 835 802
internal_count=3121 691 2430 236 455 2327 103 769 283 1558 1495 104 210 151 67 73 172 145 86 1391 720 699 662 1332 85 63 454 401 835 802
is_linear=0
shrinkage=0.00196078


Tree=3771
num_leaves=31
num_cat=0
split_feature=1 52 3 51 4 2 391 52 1 160 3 1 13 133 133 403 160 133 403 4 15 402 43 130 12 3 16 1447 481 52
split_gain=0.630926 0.169131 0.130644 0.0973074 0.0940614 0.08656 0.136531 0.116474 0.13377 0.167564 0.248571 0.133078 0.0955348 0.0884539 0.18788 0.129344 0.126997 0.12708 0.0918602 0.141746 0.116325 0.112848 0.0985928 0.0997273 0.0953074 0.0901739 0.0905361 0.0873353 0.131661 0.160725
threshold=0.10312500000000001 -0.53299999999999992 0.63141500000000017 -0.42247999999999991 0.40124500000000002 0.090425000000000019 -1.0000000180025095e-35 -0.56368999999999991 0.086255000000000012 1.0000000180025095e-35 -0.13309499999999996 1.0000000180025095e-35 -0.11122999999999998 0.076280000000000014 0.086990000000000012 -0.078754999999999978 0.10285000000000001 0.11667000000000001 0.085340000000000013 -0.073934999999999987 -0.033689999999999991 0.012085000000000002 -0.050459999999999998 0.10284500000000001 0.095175000000000023 -0.073309999999999986 0.26435500000000006 -0.11565499999999999 1.0000000180025095e-35 0.4002400000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 12 -7 -8 11 10 -10 13 -1 15 -15 -9 17 25 20 -20 -17 22 -22 24 -24 26 -16 -14 29 -29
right_child=1 2 -4 -5 -6 6 7 8 9 -11 -12 -13 27 14 16 18 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012258145202435934 0.0088859919240125099 0.0093673894531093541 -0.0038637029204477112 0.0035342275557637796 0.00086759934201836593 -0.0014945341658312828 0.012882159441529262 0.011389035881600446 0.0085039996658451862 0.0080352015856822775 -0.0047296431520953775 0.013418996986001731 0.001205249563790858 0.016280760686844586 0.010140944623537823 0.0063991121976869183 0.0016818989478957118 0.005843765255756795 0.015368112160358577 0.0054619589944755161 0.0046609312708096691 0.0085962482389401306 0.00025162958577725061 0.0037230918629337913 -0.0090565971437502994 0.013471790301442452 0.0039270523540449872 0.007961119653834843 0.014527921930983149 0.0028268149377254307
leaf_weight=49 65 30 23 612 22 20 31 36 22 44 40 32 20 25 81 120 36 149 20 52 40 22 22 23 22 49 33 1288 29 64
leaf_count=49 65 30 23 612 22 20 31 36 22 44 40 32 20 25 81 120 36 149 20 52 40 22 22 23 22 49 33 1288 29 64
internal_value=0 0.00401739 0.00354151 0.00380681 0.00737619 0.00743664 0.00667736 0.00685916 0.00664405 0.00331558 -3.38344e-05 0.00710706 0.00791786 0.00683038 0.00790728 0.00570521 0.00730574 0.00795464 0.00506777 0.00821367 0.00415811 0.00207346 0.000732328 -0.00161311 -0.00440248 0.00988421 0.00834219 0.00776606 0.00786108 0.00771808
internal_weight=0 730 665 642 2391 2369 919 899 868 106 62 762 1450 730 373 357 348 312 321 72 249 129 107 67 44 163 114 1401 1381 1352
internal_count=3121 730 665 642 2391 2369 919 899 868 106 62 762 1450 730 373 357 348 312 321 72 249 129 107 67 44 163 114 1401 1381 1352
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 14 4 47 47 2 13 2 0 15 4 3 2 1 1 3 1 40 0 49 16
split_gain=39.6218 4.86449 4.39423 2.74135 2.51497 2.05438 1.70151 1.61582 1.41079 1.47224 0.826182 0.766724 0.693885 0.562836 0.536853 0.525318 0.514746 0.503917 0.494569 0.459913 0.706973 0.414959 0.411009 0.409642 0.391848 0.378284 0.369391 0.33545 0.316152 0.344672
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 -0.16363499999999997 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.00063500000000000004 0.077555000000000013 0.091680000000000011 0.12358500000000001 -1.0000000180025095e-35 0.11389000000000002 -0.11437499999999999 -0.095244999999999982 -0.064054999999999987 0.090900000000000009 0.11411 0.12958500000000003 0.12000500000000001 0.12745000000000004 0.16175000000000003 -0.063404999999999989 -0.093584999999999988 -0.085174999999999987 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 21 8 -5 10 23 22 17 14 16 28 27 26 19 18 -4 -1 -21 -2 -10 -3 -17 -7 -11 -9 -8 -30
right_child=1 5 7 6 -6 25 13 11 9 15 -12 -13 -14 -15 -16 24 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011236688230662022 0.00098973751681057293 0.00045780048361717676 0.0011237624312649254 0.0011114504558236292 0.00046825937467277306 0.00018210340096079988 0.0007701570705539372 0.0012538729795888691 0.0010450574551142898 0.00053411192494204937 0.0013897279245685232 0.0009208825630469059 0.0012642224613024075 0.00084545433870001274 0.00077980442835105129 0.00046263220550424577 0.00066650373249442551 0.001129584851875609 0.00069821436483374715 0.0010069150182859402 0.00063691533944635551 0.00067811246596130668 0.00065668013439897218 0.00015865950298728557 0.00076208895108863413 -0.00011478757857928534 0.00028303690386889262 0.0010561277400463506 0.00064419848960933009 0.0004148835609059745
leaf_weight=69 92 24 21 31 74 77 21 35 22 33 46 218 35 31 26 42 20 1170 21 84 26 20 20 66 28 21 71 572 42 63
leaf_count=69 92 24 21 31 74 77 21 35 22 33 46 218 35 31 26 42 20 1170 21 84 26 20 20 66 28 21 71 572 42 63
internal_value=0 0.000486364 0.00105061 0.000867969 0.00074876 0.000365558 0.000691656 0.00108716 0.000444686 0.000530626 0.0011318 0.00102117 0.00100962 0.000608767 0.00105571 0.000451094 0.000964844 0.00112201 0.000910988 0.000998178 0.000919461 0.00093409 0.000860116 0.00023843 0.000582415 0.000118484 0.000362705 0.00106753 0.000550534 0.00050661
internal_weight=0 590 2531 422 186 404 188 2109 306 216 1258 851 234 157 633 174 199 1212 42 179 110 112 42 90 70 98 104 607 126 105
internal_count=3121 590 2531 422 186 404 188 2109 306 216 1258 851 234 157 633 174 199 1212 42 179 110 112 42 90 70 98 104 607 126 105
is_linear=0
shrinkage=0.00196078


Tree=3773
num_leaves=31
num_cat=0
split_feature=1 4 159 47 48 14 16 1 12 48 1 13 42 52 0 15 1 0 151 1 13 11 12 10 16 3 2 1429 1 0
split_gain=0.658509 0.197903 0.177011 0.111346 0.128324 0.112215 0.160945 0.16358 0.161084 0.169573 0.214151 0.138304 0.166205 0.107714 0.0987932 0.097051 0.0897247 0.116468 0.0878746 0.0920133 0.077187 0.0755134 0.11852 0.0874749 0.075601 0.0933111 0.075965 0.161009 0.153201 0.20981
threshold=0.10124500000000002 -0.015039999999999998 0.082585000000000006 0.083875000000000019 0.11280000000000003 -0.47013499999999991 -0.42170999999999997 0.14804000000000003 0.11351500000000002 0.085485000000000019 0.11282000000000002 -0.117405 0.099210000000000007 -0.075329999999999994 0.22582000000000002 -0.13578499999999996 0.13408500000000004 -0.075359999999999996 1.0000000180025095e-35 0.11323000000000001 -1.0000000180025095e-35 0.080455000000000013 0.088930000000000023 -0.0026549999999999994 -0.54656499999999986 0.10732000000000001 0.08647500000000001 0.084770000000000012 0.085605000000000014 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 16 5 15 -3 7 18 9 10 -8 -12 -13 -11 21 -5 17 -2 19 -7 -17 23 -23 -1 -25 26 27 -26 -28 -30
right_child=1 3 -4 4 -6 6 8 -9 -10 13 11 12 -14 -15 -16 20 -18 -19 -20 -21 -22 22 -24 24 25 -27 28 -29 29 -31
leaf_value=0.002183326946631555 0.015898870277617657 0.0075417049354999446 0.00022650164152894704 0.013917812760919333 0.0017234378653627478 0.007926020106533543 -0.011131940549135575 -0.0041965508284712476 0.0077625080457200185 0.0052119906720472509 0.0062280407361686232 -0.0081890451100965333 0.0021877237639775309 -0.0033223523447910943 0.00049992824904620647 0.0088088886649889311 0.0029168062763095929 0.0078639530476721127 0.010170575868787952 0.0020268773543648424 0.0022629372527702683 0.0058019446574949793 0.014242082818343146 0.012518270375827948 0.008473855749920765 0.0026784012175994579 0.0073568870228924712 0.00017198657151311638 0.00024589666707524612 0.011315520278066801
leaf_weight=31 21 37 35 20 57 40 28 21 23 50 20 33 29 21 20 43 29 128 29 78 31 28 41 30 878 40 1166 24 67 23
leaf_count=31 21 37 35 20 57 40 28 21 23 50 20 33 29 21 20 43 29 128 29 78 31 28 41 30 878 40 1166 24 67 23
internal_value=0 0.00413317 0.00672759 0.00314637 0.00546706 0.00228958 0.00176719 0.00405926 -0.000120393 -0.00112209 -0.00358116 -0.00100285 -0.0033354 0.00268775 0.0074982 0.00773712 0.0080059 0.00899639 0.00523867 0.00402659 0.00606667 0.00755833 0.0108171 0.00745879 0.00753219 0.00746414 0.00755284 0.00825296 0.00705005 0.0030748
internal_weight=0 773 213 560 151 409 372 168 204 181 110 82 62 71 2348 94 178 149 147 118 74 2328 69 2259 2228 2198 2158 902 1256 90
internal_count=3121 773 213 560 151 409 372 168 204 181 110 82 62 71 2348 94 178 149 147 118 74 2328 69 2259 2228 2198 2158 902 1256 90
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 1 4 12 2 0 12 457 4 47 3 13 4 2 14 12 1 1 47 1 12 47 16 2 4 15
split_gain=42.8756 5.44766 4.35882 3.30019 2.0975 1.98433 1.82002 1.49871 1.45782 1.26578 1.52845 0.97896 0.965765 0.906096 0.660501 0.655944 0.851579 0.603076 0.564586 0.513025 0.59769 0.476775 0.518157 0.464513 0.401071 0.386008 0.401734 0.436971 0.325826 0.300633
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.093575000000000019 0.13604000000000002 0.36766000000000004 -1.0000000180025095e-35 0.13093500000000002 -0.14832499999999996 0.051320000000000005 0.094310000000000019 0.033845000000000007 0.13148500000000005 0.11296500000000002 -1.0000000180025095e-35 0.024790000000000003 0.11411 0.062655000000000016 0.088245000000000004 0.089875000000000024 0.12337000000000002 0.078345000000000012 0.16540500000000002 0.086095000000000019 0.077555000000000013 -0.013024999999999998 0.098630000000000009 0.052250000000000012 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 17 8 15 9 -6 14 24 -11 28 19 23 18 21 -17 -2 25 20 -12 22 -3 -7 -1 26 29 -28 -9 -4
right_child=1 5 4 -5 7 13 -8 11 -10 10 12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016887576456497363 0.0011963704488980953 0.00055792401102912001 0.0010542637321928033 0.0005956663973195153 0.00070328703280590494 0.00032755346680957213 0.00073127832622845584 0.0012624861142214608 0.00080727764339836965 0.00084064777634636147 0.0013352988879978063 0.0006951828230690667 0.0011432443589568255 0.00072678722295106625 0.00086483323857897804 0.0010328170695443504 0.00061757485148183162 0.00082069230430266427 0.0015269075299541792 0.0012565375513698407 0.001032885574478639 0.00040299463293111154 0.00090108913631221043 3.7870806294913385e-06 0.0013706893691916178 0.0013890671152175123 0.0013483001788457236 0.0010463058948516845 0.00096636329576665285 0.0012763673125528821
leaf_weight=35 92 87 107 74 84 115 24 50 41 32 748 21 198 20 21 29 55 20 22 914 26 57 21 20 27 36 70 25 20 30
leaf_count=35 92 87 107 74 84 115 24 50 41 32 748 21 198 20 21 29 55 20 22 914 26 57 21 20 27 36 70 25 20 30
internal_value=0 0.000639306 0.00122627 0.000916985 0.00106759 0.000511464 0.001268 0.000892152 0.00115481 0.0012745 0.00126559 0.00106649 0.0012728 0.000337291 0.00120063 0.000619885 0.000760932 0.00112929 0.00122495 0.00128799 0.00132514 0.000548079 0.000624651 0.000279588 0.00155024 0.00120016 0.00117084 0.00126883 0.00117788 0.0011029
internal_weight=0 590 2531 186 527 404 2004 175 352 1980 1918 91 1886 155 311 249 84 112 290 1688 774 165 108 135 62 268 232 95 70 137
internal_count=3121 590 2531 186 527 404 2004 175 352 1980 1918 91 1886 155 311 249 84 112 290 1688 774 165 108 135 62 268 232 95 70 137
is_linear=0
shrinkage=0.00196078


Tree=3775
num_leaves=31
num_cat=0
split_feature=1 3 12 4 15 151 13 40 51 4 42 13 14 0 15 0 12 11 15 52 14 129 3 1 2 13 13 4 129 3
split_gain=0.690832 0.179825 0.13655 0.145407 0.138317 0.130612 0.129402 0.129791 0.103452 0.0973619 0.0826403 0.088175 0.0841578 0.081526 0.134203 0.0982395 0.0808866 0.103008 0.175548 0.247549 0.18267 0.102005 0.0958949 0.461978 0.102645 0.150505 0.0916106 0.0949463 0.180835 0.153859
threshold=0.10337500000000001 0.31299000000000005 -1.0000000180025095e-35 0.024790000000000003 -0.033689999999999991 1.0000000180025095e-35 -0.091054999999999983 -0.063404999999999989 -0.12463499999999998 0.40124500000000002 -0.019989999999999997 -0.11122999999999998 -0.10708499999999999 -0.10474999999999998 -0.40580499999999992 -0.14001499999999997 0.11734000000000001 1.0000000180025095e-35 0.040760000000000005 -1.0000000180025095e-35 0.078320000000000015 0.11234000000000001 -0.11171999999999999 0.080270000000000022 0.08647500000000001 0.14871000000000004 -0.15416999999999995 -0.085409999999999986 0.102035 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 8 5 10 -2 -8 -4 16 -5 -12 -13 15 -15 -3 17 21 19 -19 -20 22 23 24 -1 -26 -24 -28 29 -29
right_child=1 13 3 4 -6 -7 7 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 20 -21 -22 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=0.014524211566895246 0.010184075716616852 -0.00050006155855953694 0.015008962780702859 -0.00077187677737898552 -0.0016304790508002043 0.012445261969190578 0.0035739499181580113 -0.0023309338085639934 0.0073133433727797228 0.0010757502126084134 0.00010252538551059035 0.011030330640884739 0.0050051048392418251 0.0031711883133365999 -0.0076725674234330663 0.0071442529214907381 0.0046920225545988388 0.011158845571335405 0.022567862092982977 -0.0020049021206796172 0.010456308289289926 0.013707235841346638 0.0020021009866872594 -0.0071954566054046156 -0.00064386198784978626 0.0096086750655538511 0.0095431654986355037 0.0078645362153326719 -0.00038648842434797971 0.0015879111859248953
leaf_weight=20 21 40 20 26 33 23 131 52 138 22 27 30 102 21 25 29 83 50 20 20 33 28 27 25 21 45 289 1652 28 40
leaf_count=20 21 40 20 26 33 23 131 52 138 22 27 30 102 21 25 29 83 50 20 20 33 28 27 25 21 45 289 1652 28 40
internal_value=0 0.00416266 0.00485378 0.00592979 0.00438409 0.00533832 0.00274924 0.00189606 0.00828747 0.0076977 0.00445476 0.00530943 0.00637447 0.000538797 -0.00272216 0.00271277 0.00775889 0.00786966 0.010685 0.00739777 0.0150267 0.00771044 0.00763223 0.00476997 0.0082483 0.0063465 0.00778828 0.00786604 0.00758425 0.00771615
internal_weight=0 718 603 399 241 208 204 183 158 2403 185 159 132 115 46 69 2381 2298 123 70 53 2175 2147 111 86 66 2036 2009 1720 1692
internal_count=3121 718 603 399 241 208 204 183 158 2403 185 159 132 115 46 69 2381 2298 123 70 53 2175 2147 111 86 66 2036 2009 1720 1692
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=31
num_cat=0
split_feature=4 2 3 2 44 106 39 13 13 457 149 42 42 42 10 2 10 16 124 10 44 1416 482 151 13 51 4 12 42 130
split_gain=0.577369 0.212808 0.168839 0.128755 0.115834 0.122097 0.0956609 0.142032 0.103709 0.0937155 0.0931904 0.082649 0.119887 0.0914805 0.0821763 0.141427 0.116193 0.236149 0.0785208 0.0725739 0.0697843 0.0660934 0.0671698 0.0651786 0.0647379 0.101813 0.137844 0.133349 0.0819199 0.10843
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.25063000000000007 1.0000000180025095e-35 0.087390000000000009 0.10076500000000001 0.27266500000000005 0.14871000000000004 0.31508000000000008 0.07770500000000001 0.09112000000000002 0.09858500000000002 0.075730000000000006 0.09820000000000001 0.11704500000000001 -1.0000000180025095e-35 -0.5224049999999999 -0.087104999999999988 -0.0093599999999999985 0.097195000000000017 1.0000000180025095e-35 0.11816500000000001 -0.08483499999999998 0.038215000000000006 0.082455000000000014 -0.50427999999999995 0.098330000000000015 -0.077669999999999989 -0.082104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 7 9 -8 18 11 13 -13 14 15 16 -2 -18 23 -20 -6 22 24 -1 28 26 -26 -27 29 -21
right_child=3 -3 -4 -5 20 -7 8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00059189974004402769 0.00045223410808197835 -0.0013014557291612481 0.0017415437023513593 -0.0046891536272596571 0.01614026939939885 -0.00060491370545192203 0.0059954336262308065 0.014466455545276403 -0.002985805617645383 0.00053768638602417454 0.0086432369246792328 -0.0060350625254213808 0.0021493308401356144 0.0092822233991076541 -0.0033332577138207851 0.00069169934729135111 0.0012570218920397263 0.014212758384425851 0.012499849684536457 0.0017518175892870535 0.0082467641894860815 0.011418534459715541 0.011199471233541975 0.0068712119653355332 0.01403856279295204 -0.004454650801860474 0.0056046103184001035 0.0063238006686636558 0.0067812798519338788 0.009027613487379996
leaf_weight=25 23 33 65 24 21 22 36 25 20 23 26 25 63 24 20 89 24 34 24 22 24 33 36 22 21 22 251 24 1723 297
leaf_count=25 23 33 65 24 21 22 36 25 20 23 26 25 63 24 20 89 24 34 24 22 24 33 36 22 21 22 251 24 1723 297
internal_value=0 0.00668095 0.00677723 0.00238122 0.00689977 0.00681356 0.00687624 0.00696609 0.00278785 0.00689177 0.00289856 0.00240399 -0.000175781 0.00346483 0.00273 0.00344332 0.00646671 0.00885176 0.00695023 0.00702781 0.0119304 0.00697374 0.00691252 0.00290147 0.00684713 0.00551992 0.00625576 0.00116889 0.00705381 0.00852583
internal_weight=0 2769 2736 352 2671 2626 2604 2548 56 2523 328 302 88 214 190 170 81 58 2500 2453 45 2429 2396 47 2360 318 272 46 2042 319
internal_count=3121 2769 2736 352 2671 2626 2604 2548 56 2523 328 302 88 214 190 170 81 58 2500 2453 45 2429 2396 47 2360 318 272 46 2042 319
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=31
num_cat=0
split_feature=4 2 3 2 44 2 0 16 2 129 159 160 3 483 12 49 147 3 1 12 151 43 16 15 2 16 1210 51 50 1374
split_gain=0.467669 0.172375 0.136759 0.104292 0.0938256 0.110844 0.194335 0.109184 0.0835623 0.149028 0.109219 0.151021 0.114149 0.193919 0.101453 0.0927986 0.10061 0.120901 0.122927 0.242276 0.194783 0.177441 0.116863 0.125782 0.115648 0.111762 0.0919612 0.103934 0.28418 0.111306
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.25063000000000007 1.0000000180025095e-35 -0.0091949999999999983 -0.070154999999999981 0.037555000000000005 0.089005000000000015 -1.0000000180025095e-35 0.14765500000000001 0.11655500000000001 -0.094874999999999987 -0.24416999999999997 -0.040564999999999997 -0.23803499999999997 1.0000000180025095e-35 0.083060000000000009 0.081315000000000012 0.090020000000000017 -0.083294999999999994 -0.04652499999999999 0.15891500000000003 -0.087894999999999987 0.091185000000000002 -0.0048099999999999992 -0.42132499999999995 0.089890000000000012 0.07826000000000001 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 -1 -8 14 -10 11 15 -13 -14 -7 -11 17 18 20 21 24 25 23 -19 -17 -20 -16 29 -29 -28
right_child=3 -3 -4 -5 -6 8 7 -9 9 10 -12 12 13 -15 26 16 -18 22 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0089746941181440519 0.0026087064354126089 -0.0011713102304687104 0.0015673893490412202 -0.0042202386034963036 0.010737359923207098 0.012525160877654951 -0.0043142824713140729 0.0048064643738880046 -0.0029365027270978322 0.011850948471916267 0.013095850236713885 0.0067742651179432877 0.0057344265947384503 -0.0069777263694309772 0.013377170284511523 0.0066615128633566202 0.00082027430240160383 0.0075527960625053807 0.0052630077165138744 0.0074569545130038425 0.0057647433183093651 -0.0074892399571835997 0.0058468665619794691 0.018020991825809084 0.016694267582217301 -0.003752610348165035 0.006678202814521788 -0.0057843919545412063 0.0064673472037658289 0.014199198726564647
leaf_weight=31 328 33 65 24 45 30 35 21 20 26 20 25 21 28 20 20 39 22 44 72 668 25 45 24 27 20 1220 25 78 20
leaf_count=31 328 33 65 24 45 30 35 21 20 26 20 25 21 28 20 20 39 22 44 72 668 25 45 24 27 20 1220 25 78 20
internal_value=0 0.00601285 0.0060995 0.0021431 0.00620979 0.00613221 0.00262243 -0.000894002 0.00625247 0.00561998 0.00577196 0.00563952 0.00127572 -0.00152966 0.00677282 0.00595243 0.00579998 0.00600082 0.00564043 0.00314404 0.00620255 -0.000345066 0.00947005 0.0130145 0.012425 0.00244563 0.00664621 0.00654597 0.00349362 0.00679951
internal_weight=0 2769 2736 352 2671 2626 87 56 2539 1146 1126 1106 74 49 1393 1032 1006 967 876 161 715 89 91 46 47 64 1363 1343 103 1240
internal_count=3121 2769 2736 352 2671 2626 87 56 2539 1146 1126 1106 74 49 1393 1032 1006 967 876 161 715 89 91 46 47 64 1363 1343 103 1240
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=31
num_cat=0
split_feature=1 2 0 156 0 0 0 15 13 43 14 124 50 455 49 456 457 133 16 484 15 4 49 49 456 0 150 1429 16 52
split_gain=0.389719 0.123617 0.105154 0.100653 0.163668 0.0982249 0.238947 0.111272 0.0980991 0.124597 0.0910963 0.0898999 0.084411 0.0848005 0.084918 0.119455 0.148822 0.143635 0.113268 0.15838 0.150445 0.1298 0.102964 0.101842 0.0933401 0.0910181 0.0899982 0.0901062 0.0962041 0.229054
threshold=0.12000500000000001 0.10855000000000002 0.13134000000000004 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.090344999999999995 -0.14819499999999997 -0.035139999999999991 0.076175000000000007 -0.083859999999999976 -0.24165499999999998 0.092320000000000013 -0.008964999999999999 0.083075000000000024 0.062030000000000009 0.088385000000000005 -0.016164999999999995 -0.081869999999999984 -0.092919999999999989 -0.021294999999999998 -0.017229999999999999 -0.049784999999999989 0.089955000000000021 -0.15202999999999997 0.096430000000000002 -0.12066499999999998 -0.0013749999999999997 -0.10286999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 7 -7 -2 -8 -10 11 -1 -13 14 18 16 25 24 19 -14 -21 -20 -23 -22 -17 -16 27 -27 29 -29
right_child=3 2 -4 -5 -6 6 8 -9 9 -11 -12 12 13 -15 15 17 -18 -19 21 20 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0026237257118948334 0.0015296561061404646 0.0042270775384935051 -0.002864398580806499 0.0073169075794673223 -0.0050853331418087089 0.012310222110478207 -0.0030497917012932401 -0.0075328644923865797 0.0011533492415080802 0.0075892237591601549 0.0087974239038405844 0.011369031237868164 0.0097892035641485749 0.011959608138671944 0.011272528041154146 0.018367760395631195 -0.00086861310855430732 0.003113712881167885 0.0099527697060622436 -0.0066905644984217366 0.0043642106661868716 0.0057268362160249782 -0.00063632517786962656 -0.0032908102963119749 0.0090268457632349895 0.011716733360663057 0.01238289384637028 0.015445579995401205 0.0041540874414017007 0.0057759228563660676
leaf_weight=99 42 422 22 30 36 25 33 20 106 42 91 26 21 21 30 20 34 20 51 24 63 93 35 24 23 24 20 25 381 1218
leaf_count=99 42 422 22 30 36 25 33 20 106 42 91 26 21 21 30 20 34 20 51 24 63 93 35 24 23 24 20 25 381 1218
internal_value=0 0.00540561 0.0038757 0.00179083 0.0012455 0.00209591 0.00314619 -0.00139374 0.00188044 0.00297975 0.00569552 0.00557018 0.00570567 0.00563644 0.00557339 0.0058377 0.00568212 0.010115 0.00404785 0.0018255 0.000318849 0.00568668 0.00398691 0.00225248 0.0133715 0.00581328 0.0057151 0.00563418 0.00554429 0.00597041
internal_weight=0 2787 444 334 304 268 206 62 181 148 2343 2252 2153 2127 2106 1795 1732 63 311 132 111 179 128 87 43 1698 1668 1648 1624 1243
internal_count=3121 2787 444 334 304 268 206 62 181 148 2343 2252 2153 2127 2106 1795 1732 63 311 132 111 179 128 87 43 1698 1668 1648 1624 1243
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 1 2 14 2 0 15 0 50 52 4 4 49 43 16 394 51 16 15 4 12 1 1
split_gain=33.222 5.65167 3.32985 3.18792 2.43147 1.48999 1.13962 0.999224 0.862033 0.727511 0.715315 0.70835 0.703299 0.997475 0.636692 0.61494 0.550938 0.685518 0.532588 0.470079 0.413933 0.346834 0.346705 0.345938 0.309915 0.300987 0.290412 0.331653 0.272103 0.261167
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.042705000000000007 0.077845000000000011 -1.0000000180025095e-35 0.062655000000000016 0.10467500000000002 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.041865000000000006 1.0000000180025095e-35 0.27044500000000005 -0.033174999999999989 -0.054984999999999992 -0.080324999999999994 -0.039889999999999988 -0.079154999999999989 -0.071649999999999978 -0.12029499999999999 -0.079929999999999987 -0.49013999999999996 0.09320500000000001 0.14699000000000004 0.12040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 7 19 10 -5 29 12 -11 13 -1 -14 25 17 24 -13 -6 -10 -15 -16 -20 -9 28 27 -24 -4 -3
right_child=1 2 15 8 6 -7 -8 16 20 11 -12 18 14 21 22 -17 -18 -19 23 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013389005417040749 0.0011196808779940885 0.00053178676827028433 0.00036279941126330495 0.0010393155483054181 0.00071575102414570598 0.00077491733618384971 0.00060300720940294694 0.0011177774001795062 0.00073017906762805644 0.00089787242470137354 0.0013236732217925705 0.0008141508388544331 0.001167430561482171 0.00072166533731467274 0.00083704384372514844 0.00052043899717235491 0.0011257599193250855 0.00061666414655360666 0.00029333462596683362 0.001057156636193077 0.00039338217281243381 0.0010175197884148242 0.001254750856504411 0.00055454970571215559 0.00093325200090101177 3.5325114481081234e-06 0.0010791623210836927 0.0010294022821782721 0.00012806953331659683 0.00032483977191113093
leaf_weight=20 76 37 43 28 20 48 47 52 47 27 78 28 1178 39 20 30 110 21 22 69 20 25 83 171 107 23 518 36 34 64
leaf_count=20 76 37 43 28 20 48 47 52 47 27 78 28 1178 39 20 30 110 21 22 69 20 25 83 171 107 23 518 36 34 64
internal_value=0 0.00061524 0.000552903 0.00110249 0.0006276 0.00111681 0.000850001 0.00112399 0.000750388 0.000540934 0.0011396 0.000598065 0.00113212 0.000956678 0.00114015 0.000274224 0.00101643 0.000949624 0.000561437 0.000980436 0.000629643 0.000837233 0.00109125 0.000524774 0.0009936 0.00020036 0.00109923 0.00118658 0.000259152 0.000400652
internal_weight=0 691 615 2430 485 2335 136 2287 95 349 1997 248 1919 84 1835 130 290 180 221 89 67 64 657 193 159 100 637 119 77 101
internal_count=3121 691 615 2430 485 2335 136 2287 95 349 1997 248 1919 84 1835 130 290 180 221 89 67 64 657 193 159 100 637 119 77 101
is_linear=0
shrinkage=0.00196078


Tree=3780
num_leaves=31
num_cat=0
split_feature=4 2 3 3 149 482 10 131 0 2 49 4 9 44 48 4 1447 42 12 1212 42 1209 1 1 2 2 12 151 1209 49
split_gain=0.426239 0.143901 0.120487 0.111592 0.089485 0.088006 0.0939821 0.085675 0.156173 0.120982 0.108352 0.0960678 0.0847197 0.0932327 0.0835408 0.0809336 0.131518 0.1536 0.264562 0.232002 0.123124 0.117761 0.0993669 0.175785 0.150413 0.189246 0.131239 0.123613 0.0995604 0.0979677
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.63141500000000017 0.07770500000000001 0.090355000000000005 -0.15282499999999996 0.085335000000000008 0.034820000000000011 0.121465 -0.045154999999999994 0.41555500000000006 -1.0000000180025095e-35 0.081805000000000017 0.14779000000000003 -0.082249999999999976 -0.085804999999999979 0.085730000000000015 0.08598500000000002 0.087110000000000007 0.080840000000000009 -1.0000000180025095e-35 0.091535000000000019 0.09253500000000002 0.09358000000000001 -0.080614999999999978 0.091085000000000013 -0.087374999999999994 -0.090519999999999975 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 6 -2 8 9 10 -8 -12 -1 14 15 16 -14 20 19 -19 21 -18 28 -24 25 -25 -27 -26 -17 -29
right_child=3 -3 -4 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 22 17 18 -20 -21 -22 -23 23 24 27 26 -28 29 -30 -31
leaf_value=0.0017595662496357062 -0.0044921895191073419 -0.00082390677522529261 0.0015653587505221368 -0.005208606077358127 0.0080006771703699121 0.006430540458621601 -0.0028331292583607137 -0.0027029845124001014 0.011112342221895234 -0.0013634267234409305 0.011055946676060559 0.0035054562123453558 0.00064816224712558332 0.010916278450627273 -0.00051122110569849614 0.011460286260328511 -0.00019901384974060497 0.01988161099020784 0.0058718712784216875 0.0069777937791183258 -0.00084869006373496222 0.0071241462879727798 -0.0027180865463433848 -0.0031567576169479819 -0.0037629140547529288 0.011012130428155485 0.0055873624647682597 0.0091542935687238761 0.0059042567108241661 0.0010002026717723688
leaf_weight=48 25 33 65 20 27 39 20 34 20 73 22 72 32 38 20 33 23 38 63 22 22 485 33 21 31 56 219 23 1423 41
leaf_count=48 25 33 65 20 27 39 20 34 20 73 22 72 32 38 20 33 23 38 63 22 22 485 33 21 31 56 219 23 1423 41
internal_value=0 0.00574013 0.00581931 0.00204576 0.00248277 0.0019943 0.00134388 0.00194928 0.00271342 0.00181514 0.00385054 0.00527259 0.00592283 0.00599901 0.00592673 0.00597693 0.00690751 0.00721425 0.0103979 0.0151502 0.0064754 0.00679259 0.00563786 0.00429064 0.00488216 0.00599331 0.00669204 0.00142007 0.00603018 0.00393058
internal_weight=0 2769 2736 352 332 305 266 241 207 187 114 94 2671 2623 2585 2565 685 653 123 60 530 508 1880 424 391 296 275 95 1456 64
internal_count=3121 2769 2736 352 332 305 266 241 207 187 114 94 2671 2623 2585 2565 685 653 123 60 530 508 1880 424 391 296 275 95 1456 64
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 1 47 14 49 133 2 2 0 0 15 0 0 1 4 2 157 159 15 12 475 133 3 42
split_gain=29.8937 4.88518 2.48575 1.94409 1.87221 1.66102 0.967033 0.767542 0.67139 0.560313 0.515553 0.450754 0.468376 0.435494 0.767389 0.421676 1.11205 0.419518 0.378512 0.365167 0.361787 0.294501 0.276764 0.291225 0.358418 0.358942 0.300419 0.316611 0.327153 0.266377
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13559000000000002 0.092120000000000021 0.13501500000000002 0.09253500000000002 0.13082500000000002 0.062655000000000016 -0.054984999999999992 0.086990000000000012 0.11474000000000002 -1.0000000180025095e-35 -0.11756999999999999 -0.10607499999999999 -0.11033999999999998 -0.14226499999999997 -0.23091999999999999 0.16540500000000002 0.0082450000000000006 0.11411 -0.42132499999999995 0.082585000000000006 0.040760000000000005 0.088245000000000004 -0.07550999999999998 0.082925000000000013 -0.14989499999999997 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 11 9 18 -4 19 15 -2 12 13 -3 -15 16 -1 -18 -7 -6 29 -5 -20 24 26 -26 -24 28 -28 -17
right_child=1 4 7 21 8 6 -8 -9 -10 -11 -12 -13 -14 14 -16 20 17 -19 22 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012415531786883914 0.00066699924842824286 0.00041394071648267805 0.00095547053021955656 0.00071216421667191895 0.00026940484870913547 0.00072710223897707227 0.00069914821465347525 0.00058781724166914187 0.00059671002637707823 0.0012624466719882237 0.00098036219752256344 0.00039783271212203829 0.00049271911068194221 0.00062726133389449977 0.0010379831783810132 0.0011094962554142468 0.00093031571699641431 0.00062241865566829528 0.0012011853771077261 -1.7117856106921739e-05 0.00093373604955846801 0.00047238880072462665 0.0010537380825160676 0.0010808608010179157 0.0012502829806926923 0.0010038195489165181 0.00061320117072147478 0.00097522344492396713 0.0008809428549301807 0.0010520664342705921
leaf_weight=35 24 21 34 31 118 21 48 61 22 62 127 65 113 73 23 836 46 27 24 20 61 54 65 107 26 180 20 140 143 494
leaf_count=35 24 21 34 31 118 21 48 61 22 62 127 65 113 73 23 836 46 27 24 20 61 54 65 107 26 180 20 140 143 494
internal_value=0 0.000568116 0.00103031 0.000797034 0.00044938 0.00104296 0.000968691 0.000719398 0.000278594 0.00107978 0.000930556 0.00054201 0.000582755 0.000669713 0.000725663 0.00107223 0.000954205 0.000816436 0.000986512 0.00022788 0.00108139 0.000559836 0.000994239 0.000986946 0.000969439 0.00103493 0.00093278 0.000906832 0.000848091 0.00108817
internal_weight=0 691 2430 236 455 2335 774 95 160 1561 151 295 230 117 96 1499 108 73 726 138 1391 85 705 681 574 206 368 303 163 1330
internal_count=3121 691 2430 236 455 2335 774 95 160 1561 151 295 230 117 96 1499 108 73 726 138 1391 85 705 681 574 206 368 303 163 1330
is_linear=0
shrinkage=0.00196078


Tree=3782
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 12 4 4 3 43 1 4 14 3 15 4 2 47 0 15 47 49 49 1 1 3 4 4 4 3
split_gain=44.3842 5.44396 4.64321 3.067 2.73355 1.8697 1.79258 1.76357 1.26182 1.62278 1.08649 1.03983 0.889207 0.799285 0.731759 0.516609 0.613088 0.513499 0.495356 0.486265 0.472842 0.535067 0.456212 0.441299 0.433739 0.420498 0.517267 0.38761 0.353811 0.81822
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.09141500000000001 -0.16363499999999997 0.40945500000000007 0.30112000000000005 -0.013199999999999998 0.12656000000000003 0.033845000000000007 0.076175000000000007 -0.11171999999999999 0.13592500000000005 0.024790000000000003 0.11177500000000001 0.077555000000000013 -0.11437499999999999 -0.095244999999999982 0.091680000000000011 -0.066019999999999981 -0.012034999999999999 0.10089500000000001 0.16175000000000003 -0.14847999999999997 -0.14723499999999998 0.50194500000000009 -0.046564999999999988 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 13 12 -6 8 9 -3 27 14 18 -1 25 -11 -17 28 19 -4 21 23 -2 -8 -12 -7 -27 -9 -15 -30
right_child=1 7 5 -5 6 11 20 10 -10 15 24 -13 -14 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0007049292708054567 0.00069200192925100235 0.00038452996649250738 0.0011478341009770454 0.00044598137718555278 0.0011424273879259619 0.0012436149318039028 0.00088521113784189079 0.00025384246645604859 0.00024442168174690078 0.0010237587292989095 0.00016465158765267991 0.00090010430965134329 0.0014290460865731842 0.0011534291044371283 0.00073126641158506784 0.00089363196143405692 0.00041929218712646291 0.0012980548107960059 0.0011587463295037335 0.00072063183923270189 0.00084340666945915315 0.00046243378385918697 0.0010187502182664417 0.0005297235945860545 -0.00013239322006321319 0.00083284210712514456 0.001085136104422488 0.00055376105953183644 0.0010445593207621081 0.00062532285875815127
leaf_weight=26 20 78 21 74 31 60 29 30 63 25 106 160 46 58 23 22 20 32 1159 20 31 72 92 25 23 33 587 37 96 22
leaf_count=26 20 78 21 74 31 60 29 30 63 25 106 160 46 58 23 22 20 32 1159 20 31 72 92 25 23 33 587 37 96 22
internal_value=0 0.000478156 0.00107535 0.00075574 0.000887606 0.00111292 0.000711544 0.000350357 0.000476114 0.00057678 0.0002169 0.00104277 0.00116151 0.00102906 0.00107524 0.000800593 0.000667756 0.00106957 0.00115125 0.000939443 0.000626465 0.000573091 0.000960402 0.000720634 0.00011169 0.00108688 0.00107171 0.000419469 0.00102803 0.000966397
internal_weight=0 590 2531 186 422 2109 188 404 208 145 196 863 1246 234 703 67 42 208 1200 41 157 126 112 54 129 680 620 67 176 118
internal_count=3121 590 2531 186 422 2109 188 404 208 145 196 863 1246 234 703 67 42 208 1200 41 157 126 112 54 129 680 620 67 176 118
is_linear=0
shrinkage=0.00196078


Tree=3783
num_leaves=31
num_cat=0
split_feature=1 3 0 9 43 376 150 16 2 1 16 3 12 0 16 49 52 133 1451 12 475 50 2 15 48 51 3 0 43 13
split_gain=0.579138 0.154724 0.125056 0.0871367 0.120034 0.105036 0.149243 0.0867098 0.10118 0.1101 0.0947428 0.0983478 0.127997 0.083307 0.0831773 0.0790931 0.135718 0.161601 0.122145 0.117766 0.113306 0.113444 0.115527 0.107194 0.160643 0.186342 0.17416 0.169829 0.144477 0.118682
threshold=0.10337500000000001 -0.07793499999999999 0.089620000000000019 0.099965000000000012 -0.073404999999999984 0.11159000000000001 0.12314500000000002 -0.53943499999999989 0.11362000000000001 0.10797500000000002 0.051380000000000002 0.14121000000000003 -1.0000000180025095e-35 0.22582000000000002 -0.25582999999999995 0.11560500000000001 -0.11183499999999999 0.088385000000000005 0.089825000000000002 0.091840000000000019 0.062280000000000009 -0.24165499999999998 0.13404500000000005 -0.11033999999999998 0.093265000000000015 0.11794000000000002 0.10732000000000001 -0.067094999999999988 -0.53814999999999991 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 14 3 4 -3 6 7 -6 9 -9 11 -10 -13 15 -2 18 19 -18 20 -17 21 -1 23 -23 26 27 28 -26 -25 -30
right_child=1 2 -4 -5 5 -7 -8 8 10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.013889502140227706 0.0034799691182561218 0.001277029734329116 -0.0045031429268419746 -0.0029480746608566157 0.00047110885950840182 -0.0015695706092810726 -0.0029209694958158903 0.002650022227317095 0.01066359890003999 0.010879238683749766 -0.00043275512705024868 0.0096853177811551325 0.001353658750411813 0.00076387362288577224 0.0076678287005954417 0.013352391064167024 -0.005237266745256341 0.0051062853488309141 0.013792586103746935 0.004560193068419512 0.012559990821357229 0.0094048695521706492 0.00021782184392213824 0.014887751014127086 0.0033394104492659748 0.010666615558464243 5.8792931293802603e-05 -0.0075037513067945849 0.0073990748029132709 0.0050314916110697338
leaf_weight=24 75 161 22 22 27 25 21 21 33 72 28 28 54 21 129 25 23 44 28 39 38 178 25 24 52 23 35 20 1559 245
leaf_count=24 75 161 22 22 27 25 21 21 33 72 28 28 54 21 129 25 23 44 28 39 38 178 25 24 52 23 35 20 1559 245
internal_value=0 0.00379803 0.00287323 0.00320307 0.00349099 0.00464454 0.00519156 0.00583933 0.00645349 0.00902103 0.00478369 0.00605378 0.00419862 0.0070347 0.00612817 0.00708999 0.00470135 0.00155551 0.007229 0.00799465 0.00714633 0.00705218 0.00697624 0.00705534 0.00684175 0.00283059 0.00704629 0.000327421 0.00718008 0.00707753
internal_weight=0 718 514 492 470 309 284 263 236 93 143 115 82 2403 204 2382 131 67 2251 64 2223 2185 2161 2136 1958 95 1863 72 1828 1804
internal_count=3121 718 514 492 470 309 284 263 236 93 143 115 82 2403 204 2382 131 67 2251 64 2223 2185 2161 2136 1958 95 1863 72 1828 1804
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 4 14 43 3 0 2 0 4 15 0 12 2 0 2 4 2 12 52 2 0 12
split_gain=29.6702 3.63807 3.46342 2.85177 1.94425 1.32392 1.18591 1.02224 0.920956 0.753087 0.653988 0.635659 0.638016 0.632581 0.697116 0.603945 0.586712 0.807666 0.470464 0.573782 0.457354 0.451468 0.373276 0.324448 0.316044 0.300653 0.295022 0.431225 0.286712 0.270031
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.09141500000000001 0.13082500000000002 -0.17966999999999997 0.033845000000000007 0.076175000000000007 -0.025214999999999998 0.30112000000000005 -0.067094999999999988 0.092235000000000025 -0.23194499999999998 -0.059649999999999988 -0.03241999999999999 -0.09595999999999999 0.13597000000000004 0.099185000000000009 -0.13455999999999999 0.11177500000000001 0.052250000000000012 0.25063000000000007 0.093965000000000007 1.0000000180025095e-35 0.10402500000000002 -0.036484999999999997 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 15 25 10 24 -6 18 21 -2 22 14 29 -1 20 -18 -8 -20 -17 -4 -13 -23 28 -5 27 -16 -3 -10
right_child=1 7 6 5 8 -7 9 -9 13 -11 -12 12 -14 -15 26 16 17 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013252070880828695 0.00042362855373459231 0.00023761844954917706 0.00084053328691744333 0.001176252171056333 0.0010660559208775003 0.00054876198776549205 0.0012553277511007399 0.00068221339902546966 0.00072547482363149237 0.00089408709421096477 0.0013395038700939647 0.00092199670601319649 0.00043347013387235573 0.00045478094152113461 0.00078436733350067066 0.0012100572988275153 0.00098652081416056737 0.00058615932375934328 0.0010423910534383121 0.00073959230558544981 0.0008620689714363977 0.00111580001407901 0.00064011719463062384 0.00098863412376810921 0.00010121044477606131 0.00092773255991997607 0.00086179303334039795 0.00048269751492333192 0.00043462503559416673 0.001001251660409688
leaf_weight=22 116 77 25 24 31 36 38 26 20 160 46 24 48 33 29 53 76 26 640 25 20 1092 73 83 36 85 20 49 45 43
leaf_count=22 116 77 25 24 31 36 38 26 20 160 46 24 48 33 29 53 76 26 640 25 20 1092 73 83 36 85 20 49 45 43
internal_value=0 0.000550648 0.00103892 0.000654302 0.000876773 0.000874778 0.00107137 0.000321934 0.000752238 0.0010155 0.00111006 0.000531816 0.000618366 0.000702092 0.000752783 0.00101901 0.000980515 0.000884468 0.00104313 0.00103101 0.00111472 0.00110127 0.000709861 0.00110682 0.000262648 0.000982452 0.000649334 0.000594857 0.000310285 0.000913703
internal_weight=0 590 2531 406 422 145 2109 184 225 863 1246 261 145 194 161 197 175 102 703 665 73 1200 97 1175 158 109 98 78 122 63
internal_count=3121 590 2531 406 422 145 2109 184 225 863 1246 261 145 194 161 197 175 102 703 665 73 1200 97 1175 158 109 98 78 122 63
is_linear=0
shrinkage=0.00196078


Tree=3785
num_leaves=31
num_cat=0
split_feature=1 2 4 3 42 1 1 150 0 49 13 52 2 97 33 4 16 43 34 131 2 0 483 40 49 131 1420 1 2 151
split_gain=0.600454 0.179086 0.0994541 0.141571 0.215269 0.180956 0.117335 0.101935 0.173527 0.101459 0.116497 0.10088 0.13084 0.0981846 0.0958789 0.0955801 0.0882979 0.0950472 0.0866928 0.115043 0.285488 0.0923765 0.110601 0.112628 0.0854839 0.0822 0.0820538 0.074368 0.0730282 0.123001
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 -0.10217499999999997 0.081660000000000024 0.10587000000000001 0.084785000000000013 0.08926000000000002 -0.23091999999999999 0.10347500000000003 -0.088854999999999976 -0.12647999999999995 0.11682500000000001 -0.0047149999999999996 0.083840000000000012 -0.034939999999999992 -0.080509999999999984 -0.076484999999999984 -0.038779999999999995 0.090030000000000013 0.31358000000000003 0.010870000000000003 0.092420000000000016 -0.064864999999999992 0.11902500000000002 0.10216000000000001 -0.084814999999999988 0.13743000000000002 -0.0091949999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 -4 9 -8 -9 10 -5 12 -11 -1 26 27 -12 -18 -17 20 21 22 23 -20 -13 -21 -15 -2 29 -28
right_child=15 2 3 6 -6 -7 7 8 -10 11 16 24 -14 14 -16 18 17 -19 19 25 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0023430090361776261 0.010154613652803865 0.0084947643932373664 -0.010489200720829624 0.0014837876802472317 0.0069383960915729405 0.0028016833767105713 0.005058426258353275 0.0066531779159876431 -0.0049594159023986471 0.0023358046886807478 0.012539194574506552 -0.0039502734644338488 0.013371100099313827 0.012365862572914922 0.014297576654935258 -0.0026646672103267451 0.011175323751839725 0.0052440658369700298 0.0057967807376577011 0.010735308035276831 -0.010013075517490507 0.0079751923404358053 0.0083582136868720954 -0.0011103214932996028 0.0043837356213771274 0.0027044080233631228 -0.0015260856971144677 0.0020436928933486344 0.0073640353007292372 0.0077730253084816727
leaf_weight=39 26 89 21 23 32 20 131 22 31 22 51 20 21 32 20 39 44 70 31 25 20 27 21 99 32 26 25 20 2009 33
leaf_count=39 26 89 21 23 32 20 131 22 31 22 51 20 21 32 20 39 44 70 31 25 20 27 21 99 32 26 25 20 2009 33
internal_value=0 0.00688221 0.00539743 0.00488695 0.000791632 -0.00400584 0.00552711 0.00356131 -0.000139094 0.00680523 0.0081512 0.00414163 0.00772514 0.00731499 0.0074065 0.00239533 0.00908059 0.00753332 0.00171925 0.00240589 0.001315 0.00258781 0.00162451 0.000536757 0.00117835 0.00664112 0.00734083 0.00662813 0.00726304 0.00376479
internal_weight=0 2787 629 540 73 41 467 184 53 283 188 95 43 2158 2119 334 165 114 288 249 198 178 151 130 52 51 2099 46 2067 58
internal_count=3121 2787 629 540 73 41 467 184 53 283 188 95 43 2158 2119 334 165 114 288 249 198 178 151 130 52 51 2099 46 2067 58
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=31
num_cat=0
split_feature=4 2 3 1 148 403 15 15 1 132 133 12 43 48 150 1209 2 48 11 3 12 401 43 1 150 16 16 0 16 12
split_gain=0.507443 0.156308 0.108699 0.102788 0.123338 0.123792 0.116882 0.162992 0.241176 0.149224 0.12359 0.108042 0.143241 0.10591 0.13833 0.0927351 0.0926799 0.0967854 0.0910798 0.0897779 0.117561 0.0876134 0.123172 0.0864303 0.0827512 0.0870996 0.135218 0.170099 0.123501 0.156029
threshold=0.27044500000000005 0.14285500000000004 0.63141500000000017 0.090540000000000023 -0.07990499999999999 -0.52336499999999997 0.035560000000000008 0.091915000000000011 0.09253500000000002 -1.0000000180025095e-35 0.084655000000000022 0.091085000000000013 -0.070064999999999975 0.10990500000000002 0.12314500000000002 -0.090519999999999975 0.10774000000000002 0.090225000000000014 0.091795000000000015 -0.15956499999999998 0.082095000000000015 0.11655000000000001 -0.0040649999999999983 0.08592000000000001 -0.091839999999999991 -0.072359999999999994 -0.077879999999999991 -0.082974999999999979 -0.039889999999999988 0.085055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 15 -5 -6 9 -8 -9 -7 13 -10 -13 14 16 -1 17 -11 -18 20 -17 24 -23 -2 -21 26 -26 -28 29 -27
right_child=2 -3 -4 4 5 6 7 8 11 10 -12 12 -14 -15 -16 19 18 -19 -20 21 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.011505539444624447 0.0087382887627675456 0.0021033066963211874 -0.0049093593354336924 -0.001864075974520782 -0.0018025346100330353 -0.0034314419259317223 0.014481585129396991 -0.003600117643363774 0.013963393143449838 0.0063148931724568876 0.0017749272405517677 0.00050427545275953081 0.0090291880900423005 0.010919001193507007 -0.0021288349462503741 0.0057392485726338168 0.0016587628802599412 0.012298877929682815 0.0092986593954265118 0.012230377256995641 0.014999605959345555 0.006943165118718753 -0.0036826399259734899 0.0022604508956416006 0.0068971467191980681 -0.0038254698219064341 0.017891248594969513 0.0078108759141190254 0.0063720038787158928 0.0047388027052486584
leaf_weight=40 22 89 20 23 22 20 32 20 26 211 79 27 73 41 22 26 71 31 20 26 29 24 20 323 767 26 26 47 801 117
leaf_count=40 22 89 20 23 22 20 32 20 26 211 79 27 73 41 22 26 71 31 20 26 29 24 20 323 767 26 26 47 801 117
internal_value=0 0.00622587 0.00225803 0.00636345 0.00534061 0.00557904 0.00582034 0.00801799 0.00660132 0.00503008 0.00538635 0.00822059 0.00672746 0.00610681 0.00555104 0.00674025 0.00605842 0.00708144 0.00333786 0.0066404 0.010622 0.00652229 0.00211325 0.00267353 0.00662947 0.00654784 0.00728857 0.0114011 0.00588872 0.00318166
internal_weight=0 2756 365 2667 718 695 673 178 146 495 475 126 100 396 355 1949 333 242 91 1909 55 1854 44 345 1810 1784 840 73 944 143
internal_count=3121 2756 365 2667 718 695 673 178 146 495 475 126 100 396 355 1949 333 242 91 1909 55 1854 44 345 1810 1784 840 73 944 143
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 14 47 12 2 47 1 4 1 49 1 1 51 0 15 1 16 3 43 1
split_gain=59.4306 7.23684 6.39905 4.05711 3.85815 2.69994 2.39641 2.3281 1.75065 1.68866 1.22695 1.0698 1.0352 0.937872 0.7984 0.712359 0.680283 0.679159 0.628388 0.564384 0.557512 0.542038 0.525601 0.491317 0.574991 0.484438 0.443503 0.398231 0.399694 0.393134
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.076175000000000007 0.077555000000000013 0.13597000000000004 0.11389000000000002 0.091680000000000011 0.16175000000000003 -0.04890499999999999 0.122715 -0.085174999999999987 0.13436000000000001 0.12958500000000003 -0.11559499999999999 -0.11437499999999999 -0.095244999999999982 0.12000500000000001 -0.090344999999999995 0.092670000000000016 -0.088004999999999986 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 18 8 11 -5 25 21 13 23 14 -8 22 19 -7 -11 -2 -9 -19 -10 -1 24 -4 -3 -21 28 -24 -6
right_child=1 5 6 7 29 16 10 15 9 17 -12 -13 -14 -15 -16 -17 -18 20 -20 26 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001509832431127124 0.0012748025968484272 0.00059055888107894118 0.0014378268734302397 0.0014161419895600204 0.00071003683787934917 0.00029311654032123833 0.0013434906712352795 0.0010332525722564212 0.0012427565460749065 0.00093224380530563058 0.001136038896684849 0.0017214134310110957 0.0015923422324557266 0.00098327892889760486 0.00085511592239616253 0.0010701597123339084 -0.00010502067682386335 0.00060134125210335656 0.00093951722338765436 0.00083642826747697921 0.00028640298026390542 0.00079674808198914812 0.0010655473479453256 0.0014242506399485377 0.00097898200648227217 0.00026525233639680863 0.00057974416998581653 0.0010150999798010619 0.0013327653988514071 0.00040473793271862067
leaf_weight=29 83 24 21 28 50 77 666 21 22 20 156 46 35 29 20 31 21 128 29 43 26 20 28 1170 21 66 65 29 93 24
leaf_count=29 83 24 21 28 50 77 666 21 22 20 156 46 35 29 20 31 21 128 29 43 26 20 28 1170 21 66 65 29 93 24
internal_value=0 0.000638396 0.00132945 0.00110904 0.000958442 0.000491048 0.00137355 0.000894548 0.00058176 0.000677494 0.00129319 0.00142791 0.00128137 0.00132846 0.00122667 0.000803269 0.000207801 0.000592316 0.00118799 0.000739132 0.00054817 0.00103037 0.00126819 0.00141677 0.0012084 0.000352001 0.000681942 0.00122147 0.00127093 0.000611021
internal_weight=0 590 2531 422 186 404 2109 188 306 216 851 1258 234 695 199 160 98 174 112 129 154 42 179 1212 42 90 108 150 121 74
internal_count=3121 590 2531 422 186 404 2109 188 306 216 851 1258 234 695 199 160 98 174 112 129 154 42 179 1212 42 90 108 150 121 74
is_linear=0
shrinkage=0.00196078


Tree=3788
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 49 1 3 51 39 14 1447 1 0 157 4 13 3 150 0 47 391 4 43
split_gain=23.4207 3.77237 2.08301 1.60395 1.4299 1.15287 0.964444 0.745173 0.740625 0.665704 0.532178 0.373379 0.371947 0.721199 0.38873 0.342839 0.405976 0.325962 0.325654 0.277856 0.259416 0.237454 0.334891 0.242776 0.242504 0.287255 0.232499 0.226247 0.234354 0.250655
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.090425000000000019 -1.0000000180025095e-35 0.10855000000000002 0.14122000000000004 0.092845000000000025 0.062655000000000016 -0.054984999999999992 0.080270000000000022 -0.12018999999999998 0.11144500000000002 0.10226500000000001 -1.0000000180025095e-35 -0.082869999999999985 0.16175000000000003 -0.23091999999999999 -0.42132499999999995 -0.080364999999999978 -0.070999999999999994 -0.083154999999999993 0.083095000000000016 -0.073309999999999986 0.090280000000000013 -1.0000000180025095e-35 0.038415000000000012 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 10 -3 -8 17 -4 12 -2 14 -14 -1 16 -9 -7 -6 -19 -21 23 -23 -15 25 -24 -13 -22 29 -29
right_child=1 4 9 -5 18 8 7 15 -10 -11 -12 26 13 21 -16 -17 -18 19 -20 20 27 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010446165575540866 0.00066383969207260804 0.00035208616714848515 0.0008956846736162253 0.00055139971219192257 0.00031058021888909053 0.0011186250853982027 0.00074761132950285991 0.00072169733753960714 0.00067372314648863978 0.00055908210464753838 0.0012031163122095154 0.0010137543189521951 0.00066517527875195701 0.001003823489585018 0.0007862508551035798 0.00029626684765532321 0.00049210762687172357 0.000717765356309433 3.5115658374282384e-05 0.0011561844696183832 0.00072948086641582788 0.001016364583093528 0.00097429202120656643 0.0011945542228726288 0.00070597281722673965 0.00075762277870785959 0.00084595825491833075 0.00098037041663240343 0.00087995062965680565 0.00087542532418686126
leaf_weight=843 24 97 37 85 77 39 74 39 41 58 59 64 28 79 23 24 123 22 21 21 20 208 109 38 22 30 63 461 184 108
leaf_count=843 24 97 37 85 77 39 74 39 41 58 59 64 28 79 23 24 123 22 21 21 20 208 109 38 22 30 63 461 184 108
internal_value=0 0.000565688 0.000974792 0.000766851 0.000461348 0.000986372 0.00051894 0.000581189 0.000931157 0.00069018 0.00102075 0.000888131 0.00101295 0.000971171 0.00103775 0.000514978 0.000547379 0.000943502 0.000251552 0.000935132 0.000941155 0.0009888 0.000964395 0.00106577 0.000897254 0.000927529 0.000930517 0.000935313 0.00094078 0.000960451
internal_weight=0 691 2430 236 455 2335 357 260 896 95 1439 151 1380 514 866 186 162 855 98 816 794 486 369 117 161 139 127 773 753 569
internal_count=3121 691 2430 236 455 2335 357 260 896 95 1439 151 1380 514 866 186 162 855 98 816 794 486 369 117 161 139 127 773 753 569
is_linear=0
shrinkage=0.00196078


Tree=3789
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 1 14 2 4 1447 159 12 47 52 52 1 160 0 15 10 1 1 0 4 12
split_gain=47.893 7.4685 4.34704 4.20796 2.85379 2.66175 2.12914 1.61273 1.34006 1.29156 1.19181 0.918115 0.605987 0.813373 0.557671 0.520272 0.626272 0.510844 0.479417 0.84666 0.465405 0.453697 0.43174 0.403238 0.427756 0.379019 0.337195 0.487116 0.333864 0.332726
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.11474000000000002 0.089775000000000008 0.09253500000000002 0.062655000000000016 0.14838000000000004 0.27834500000000006 -0.082869999999999985 0.082585000000000006 0.083815000000000014 0.090100000000000013 -0.42635499999999998 0.088785000000000017 0.091195000000000012 -1.0000000180025095e-35 -0.026509999999999995 -0.41942499999999994 -0.38124499999999995 0.083345000000000016 0.085110000000000005 -0.070154999999999981 -0.0070899999999999991 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 9 12 28 11 -5 20 13 -4 -11 16 18 -3 -16 25 -1 -15 -7 -14 -25 -20 27 -17 -6 -30
right_child=1 2 7 10 8 22 -8 -9 -10 14 -12 -13 23 21 15 26 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0013448789039573156 0.0012803397177662253 0.000598012546053613 0.0006781365981638175 0.0011651196075558249 0.0013723150086976121 0.0010311623175301441 0.00071455626352842335 0.00080850557737530192 0.00064662792277417032 0.0014641119565477335 0.00070959668043610129 0.0015784755215449918 0.00041208167682336451 0.00056378368732635099 0.0013248276744597877 0.0013763693548272859 0.0012370048923840888 0.00086580517966592426 0.0010761143250640191 0.0012818840813208249 0.0012461309458847935 0.00028331021648308536 0.00065794353279233155 0.00031696996560283733 -3.5901598505811447e-05 0.0007555823376087376 0.0015736751529682918 0.0010736182191359797 0.0012181375239334251 0.00091410739164726404
leaf_weight=1106 71 190 41 34 21 22 24 37 26 42 63 59 31 30 24 84 606 32 23 30 220 85 26 25 28 37 21 27 31 25
leaf_count=1106 71 190 41 34 21 22 24 37 26 42 63 59 31 30 24 84 606 32 23 30 220 85 26 25 28 37 21 27 31 25
internal_value=0 0.000678878 0.000607941 0.00126949 0.000761766 0.001286 0.00129552 0.000427461 0.00103151 0.00130164 0.000869265 0.00133914 0.000368717 0.000441016 0.00124354 0.00123267 0.00121192 0.000636613 0.00107859 0.00101293 0.0013285 0.000356477 0.000829002 0.000234447 0.000130547 0.000878453 0.00134583 0.00130273 0.00116147 0.00108241
internal_weight=0 673 602 2448 325 2351 2303 277 103 2279 97 1385 240 156 894 852 720 222 114 90 1326 115 48 84 53 60 132 111 77 56
internal_count=3121 673 602 2448 325 2351 2303 277 103 2279 97 1385 240 156 894 852 720 222 114 90 1326 115 48 84 53 60 132 111 77 56
is_linear=0
shrinkage=0.00196078


Tree=3790
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 2 1 1 2 2 4 150 2 160 15 10 47 2 1447 0 4 52 4 12 49 51
split_gain=44.9728 7.36735 4.30108 3.66165 2.84922 2.29779 1.68984 1.41258 1.21778 1.20134 0.997817 0.7615 1.38725 0.724722 0.658526 0.526652 0.516103 0.373261 0.371866 0.416946 0.366439 0.365613 0.409534 0.34396 0.442479 0.337785 0.336229 0.327964 0.319733 0.306186
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.11474000000000002 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.14838000000000004 0.27834500000000006 1.0000000180025095e-35 -0.0091949999999999983 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.090100000000000013 0.089005000000000015 -0.082954999999999987 0.14486500000000005 0.038415000000000012 0.40674500000000008 -0.036839999999999991 0.099815000000000015 -0.078034999999999979 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 11 -6 13 15 -5 21 16 14 -4 23 -13 -16 -15 -20 29 25 -23 24 27 -1 -2 -7 -12 -3
right_child=1 2 8 10 7 9 -8 -9 -10 -11 28 12 -14 18 17 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011965349623079317 0.0012184846430432562 0.00024842556844898724 0.00053339466643116608 0.0010129222094222062 0.0010266484366836578 0.001179488929443626 0.0014482725711522087 0.00049805437691571527 0.0006374709365079491 0.00068856550942677055 0.00073803994217905191 0.00081686422844931095 0.00059913128442928918 0.00026471895409617186 0.00043200246709721536 0.00078893229864489018 0.0011226637839963887 0.00017760374654737551 0.00017841033306082382 -0.00016997412733436257 0.00069274671738693376 0.0013305240543950506 0.00111070065580379 0.00082526174473170533 0.00097970430902459809 0.00095604796594569346 0.00093614455872501425 0.0010358090834484224 0.00045863248581322385 0.00049442449186443344
leaf_weight=948 50 22 41 34 77 148 76 26 34 41 31 23 23 31 30 30 274 85 25 28 32 35 472 23 131 23 24 104 32 168
leaf_count=948 50 22 41 34 77 148 76 26 34 41 31 23 23 31 30 30 274 85 25 28 32 35 472 23 131 23 24 104 32 168
internal_value=0 0.000543234 0.000471126 0.00111555 0.000623686 0.00113096 0.00116188 0.000893217 0.000290171 0.00100945 0.000742215 0.00114978 0.00106306 0.00024097 0.000320036 0.00103963 0.00109898 0.000243969 9.41342e-05 -5.64183e-06 0.000498633 0.00116855 0.00112588 0.00105815 0.00107214 0.00119084 0.00112691 0.00112019 0.000596119 0.00046594
internal_weight=0 673 599 2448 325 2351 1874 103 274 477 97 1798 320 240 156 436 297 115 84 53 222 1478 507 406 383 971 74 252 63 190
internal_count=3121 673 599 2448 325 2351 1874 103 274 477 97 1798 320 240 156 436 297 115 84 53 222 1478 507 406 383 971 74 252 63 190
is_linear=0
shrinkage=0.00196078


Tree=3791
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 42 14 4 4 2 4 0 15 0 4 16 15 0 43 4 3 43 4 43 15 47 0 4 0 4
split_gain=31.1903 5.11543 2.91635 2.64968 2.01336 1.19239 1.18071 1.16425 1.11934 1.09591 0.904455 1.21917 0.686229 0.537928 0.525786 0.470119 0.465089 0.374753 0.370864 0.357971 0.418313 0.519805 0.742151 0.393013 0.341052 0.37193 0.448578 0.330887 0.308606 0.298562
threshold=0.104035 0.12408500000000001 0.085055000000000006 -0.076779999999999987 0.13404500000000005 -0.0060199999999999993 0.062655000000000016 0.42051500000000003 0.40124500000000002 0.14285500000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.07929499999999999 0.27834500000000006 -0.11118499999999999 -0.41396999999999995 -0.15202999999999997 -0.080324999999999994 -0.49013999999999996 -0.11171999999999999 -0.15582499999999996 -0.16363499999999997 -0.11008499999999999 0.024640000000000006 1.0000000180025095e-35 -0.23091999999999999 -0.013514999999999998 -0.026509999999999995 0.27834500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 5 6 -1 10 9 27 -3 11 12 -5 -13 15 -12 -9 -14 -7 23 21 -21 -23 -15 25 26 -2 -4 -6 -28
right_child=1 7 8 4 28 18 -8 16 -10 -11 14 13 17 19 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0010872959341926903 0.00083146954392209469 0.00072065338566268454 0.0011714112242719292 0.0012184486669652602 0.00091609971332605943 0.00076462700098952512 0.001379108084526854 0.00039583717454428442 0.00068884668584798226 0.00036782604826484771 0.0011393496628312634 0.0011945404295697914 0.00092707928778807151 0.00096758861021668298 0.00074818000170848793 0.00097028331906064743 0.00013124434371764948 0.00060097350538069127 0.00044905080687447239 0.0012087596961263181 0.0011228374983567448 0.0010662777729795066 0.00055485319891743657 0.0012677206392336755 0.00088268705199356955 0.00081766249453709794 0.00048269233067098273 0.00097301659867560404 0.00060429715777594222 0.00066075982080606409
leaf_weight=40 27 88 73 23 23 41 85 113 35 55 142 1174 42 20 22 114 33 20 22 21 467 24 20 104 24 36 87 58 26 62
leaf_count=40 27 88 73 23 23 41 85 113 35 55 142 1174 42 20 22 114 33 20 22 21 467 24 20 104 24 36 87 58 26 62
internal_value=0 0.000658173 0.000801216 0.00113028 0.00114391 0.000822531 0.00115236 0.000459199 0.00100035 0.000584951 0.00114358 0.00115875 0.00092919 0.00116941 0.00103906 0.00106406 0.000336032 0.000821884 0.000654426 0.00112444 0.00110232 0.000954949 0.000833812 0.00121931 0.00066115 0.00063607 0.000598926 0.00108357 0.000750653 0.000556788
internal_weight=0 691 402 2430 2327 103 2278 289 166 143 2193 1915 85 1830 278 256 146 62 63 656 532 65 44 124 236 212 176 131 49 149
internal_count=3121 691 402 2430 2327 103 2278 289 166 143 2193 1915 85 1830 278 256 146 62 63 656 532 65 44 124 236 212 176 131 49 149
is_linear=0
shrinkage=0.00196078


Tree=3792
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 0 2 1 1 4 0 47 4 12 4 157 16 1 15 16 42 3 0 43 52 3
split_gain=65.3187 10.3889 6.35695 5.68022 3.91873 3.47485 2.22945 2.04902 1.94579 2.10973 1.91985 1.77284 1.281 1.14192 1.03598 0.711738 0.634785 0.766559 0.579626 0.539455 0.535432 0.511284 0.450476 0.511877 0.440572 0.508843 0.392239 0.387058 0.384332 0.37553
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.11474000000000002 0.092845000000000025 0.15964000000000003 0.40124500000000002 -0.07929499999999999 0.090100000000000013 -0.49013999999999996 0.08401500000000002 -0.0070899999999999991 -0.0048549999999999991 -0.11118499999999999 0.13210500000000003 -0.096999999999999989 -0.0073349999999999986 0.086665000000000006 0.30112000000000005 -0.15599999999999997 -0.018859999999999998 -0.16675999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 7 12 8 9 26 18 -5 21 20 -11 29 19 -18 -6 -16 -10 -4 -22 -24 25 -23 -1 -21 -9 -3
right_child=1 2 6 11 10 -7 -8 28 13 14 -12 -13 -14 -15 16 -17 17 -19 -20 27 22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012571314525587939 0.0014748606043802181 0.00059115711346912649 0.00062261240167871994 0.0013277875801432871 0.0016172966160694091 0.00095225135686204717 0.0009115848458304441 0.0015463586133338657 0.0014569269621519062 0.001547417085848241 0.00072324941676464008 0.00078206285114515743 2.2543853904008111e-05 0.00092975584290970383 0.0017148471120546312 0.00099171094194638962 0.0011541271300367399 0.001440087066192499 0.0012353124383951771 0.0012272112590132975 0.0014409956272715837 0.00062611048091568199 0.0010697574712787035 0.0013293390367727946 0.00026091223655467176 0.0003454728569506046 0.00093020394611425432 0.0015509013010531056 0.0018571872166379005 0.00076558751975903114
leaf_weight=43 71 98 50 37 21 48 37 20 156 1148 26 60 31 24 57 32 39 475 56 20 60 46 46 80 59 54 21 49 65 92
leaf_count=43 71 98 50 37 21 48 37 20 156 1148 26 60 31 24 57 32 39 475 56 20 60 46 46 80 59 54 21 49 65 92
internal_value=0 0.000765485 0.000681821 0.00145522 0.000867838 0.0014744 0.000463569 0.00148529 0.00147384 0.00149966 0.00118393 0.000990226 0.0003945 0.0013432 0.00151218 0.000721181 0.00144896 0.00141839 0.00133949 0.00157369 0.00137221 0.00044967 0.00130116 0.00123457 0.000395286 0.000474566 0.00114986 0.00145708 0.00178405 0.000675618
internal_weight=0 673 602 2448 325 2351 277 2303 2218 1852 103 97 240 366 1788 222 640 514 77 126 342 209 186 126 159 100 64 69 85 190
internal_count=3121 673 602 2448 325 2351 277 2303 2218 1852 103 97 240 366 1788 222 640 514 77 126 342 209 186 126 159 100 64 69 85 190
is_linear=0
shrinkage=0.00196078


Tree=3793
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 0 49 4 49 1 1 4 4 0 1 13 3 1 3 1 50 2 2 12
split_gain=64.7582 10.4874 5.25345 4.99371 3.51213 3.41504 1.96691 1.88297 1.86843 1.81741 1.35286 1.09037 1.35749 1.0407 0.954931 0.872882 0.73835 0.725971 0.630655 0.729371 0.561805 0.537627 0.491074 0.483829 0.476383 0.439469 0.416086 0.408526 0.392532 0.391986
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14753000000000002 -1.0000000180025095e-35 0.062655000000000016 0.10855000000000002 0.14122000000000004 0.09253500000000002 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 -0.054984999999999992 0.083345000000000016 0.16175000000000003 0.27287000000000006 -0.55119499999999988 -0.079119999999999982 0.13075500000000004 -1.0000000180025095e-35 -0.12711499999999995 0.12000500000000001 0.12745000000000004 0.12811000000000003 0.10917 1.0000000180025095e-35 0.11411 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 23 11 27 17 -4 12 15 18 -2 -1 -7 29 -13 26 28 25 -21 -3 -23 -10 -20 -8 -5 -6
right_child=1 5 10 20 9 16 8 -9 21 -11 -12 13 -14 -15 -16 -17 -18 -19 19 22 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014112337839369681 0.00093340967358657666 0.0006199048832058907 0.0012908558970297908 0.0010156221221697653 0.0013657276478196948 0.00032651729685425626 0.0011902140884422789 0.0017818270253077133 0.00063402629677766287 0.00089638185723440208 0.00080553137248285159 0.0018316276044516113 0.0016457243760426839 0.001291506587447624 0.0013692632020533982 0.0010647656973112615 -8.8263891879069152e-05 0.00098913438738866045 0.0015268248759927885 0.0011829435001310033 0.00044453125416599458 0.00064527632228757008 0.0014366747978232931 0.00031958870192413095 0.00096966518657882008 0.00036249620077962222 0.0014014615401116257 0.00088586532489746397 0.00068311489904987683 0.0011515776105306247
leaf_weight=47 23 30 34 21 377 77 30 76 75 41 63 21 35 104 121 69 21 23 1026 32 24 46 351 66 28 33 113 39 39 36
leaf_count=47 23 30 34 21 377 77 30 76 75 41 63 21 35 104 121 69 21 23 1026 32 24 46 351 66 28 33 113 39 39 36
internal_value=0 0.00073606 0.00142283 0.00107802 0.00144128 0.000560857 0.000652141 0.00147952 0.000743438 0.00129106 0.000975645 0.00146674 0.00130727 0.00148136 0.00129965 0.00120515 0.000237636 0.00132818 0.00149415 0.0014895 0.000698075 0.000639273 0.00141548 0.000413438 0.000768018 0.000551059 0.00151439 0.00101819 0.000799492 0.00134706
internal_weight=0 673 2448 228 2351 445 347 1874 251 477 97 1798 151 1647 144 116 98 436 1543 1522 84 182 383 96 74 108 1139 69 60 413
internal_count=3121 673 2448 228 2351 445 347 1874 251 477 97 1798 151 1647 144 116 98 436 1543 1522 84 182 383 96 74 108 1139 69 60 413
is_linear=0
shrinkage=0.00196078


Tree=3794
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 0 15 4 1 49 1 1 1 0 40 4 1 1 13 2 4 1 47 50
split_gain=59.633 9.78306 5.09902 4.863 3.15015 2.72874 1.8061 1.67102 2.06061 1.49522 1.16766 0.999646 1.3758 0.815725 1.27615 0.747671 0.70501 0.682343 0.67381 0.622136 0.542321 0.527982 0.70052 0.474976 0.466674 0.425102 0.407782 0.359325 0.351107 0.327249
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 0.14122000000000004 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.10474999999999998 -0.12255999999999999 -0.013125 0.093100000000000002 -0.054984999999999992 0.091195000000000012 0.16175000000000003 0.075045000000000014 -0.019414999999999998 -0.077474999999999988 -0.15464999999999998 0.13436000000000001 0.11910500000000002 -0.078279999999999975 -0.0091949999999999983 0.061775000000000004 0.089770000000000016 0.090280000000000013 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 10 13 20 26 -4 11 12 -1 18 24 -2 -13 29 19 -7 -3 -10 -23 -5 -15 -18 -9 -20 -17 -6
right_child=1 4 9 23 17 6 -8 8 21 -11 -12 16 -14 14 -16 28 25 -19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016843085238789854 0.0009817454719380852 0.0006057410314057488 0.0013066772079350902 0.00084298491527699012 0.0002817747350109811 0.0014111997842076883 0.00093850353968764877 0.0012965819402220712 0.00096839520021104353 0.00079645516818700605 0.0017447456430024094 0.0015031671730098438 0.0011796503201581554 0.0014447087816982912 0.0009420249666937491 0.0014774912621944316 0.0011072771205548563 -3.6119767242953893e-05 0.0017283470600423421 0.0011578130052688925 0.00031092787258738441 0.00068462800408037846 0.00034154503901821158 0.0005459855649685443 0.0012801433997725901 0.0014081192097029505 0.00095199722511567773 0.0014806596525743895 0.0012660654161416442 0.00056473238338880679
leaf_weight=27 23 47 34 47 55 243 41 23 20 63 62 1188 90 97 36 58 20 21 32 44 49 150 27 37 209 186 31 76 63 22
leaf_count=27 23 47 34 47 55 243 41 23 20 63 62 1188 90 97 36 58 20 21 32 44 49 150 27 37 209 186 31 76 63 22
internal_value=0 0.000756826 0.00141586 0.0010871 0.000587608 0.00143404 0.00133905 0.000675281 0.000759431 0.000975296 0.00148102 0.00147019 0.00129611 0.00136133 0.00129123 0.00130581 0.00148481 0.000277176 0.00142203 0.00137235 0.000455263 0.000666415 0.000632293 0.000712164 0.00133231 0.00137891 0.00109876 0.00155405 0.00136741 0.00036262
internal_weight=0 673 2448 228 445 2351 778 347 251 97 1573 1511 117 737 342 144 1394 98 395 287 96 197 177 84 306 206 54 108 121 77
internal_count=3121 673 2448 228 445 2351 778 347 251 97 1573 1511 117 737 342 144 1394 98 395 287 96 197 177 84 306 206 54 108 121 77
is_linear=0
shrinkage=0.00196078


Tree=3795
num_leaves=31
num_cat=0
split_feature=1 4 12 4 474 1 150 4 1 2 0 151 3 3 12 12 160 16 15 0 49 402 1446 133 16 401 15 47 49 16
split_gain=2.1012 0.323262 0.291125 0.235383 0.230453 0.280147 0.194467 0.151893 0.143909 0.13979 0.124352 0.133414 0.161043 0.149551 0.131649 0.12846 0.26288 0.24066 0.230338 0.184444 0.166576 0.125939 0.131956 0.129901 0.280543 0.265538 0.161945 0.12282 0.122677 0.153248
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.084680000000000019 0.053180000000000012 0.16175000000000003 1.0000000180025095e-35 -0.086074999999999985 -0.088054999999999981 -0.12018999999999998 -0.088784999999999989 0.13597000000000004 0.083815000000000014 -0.013324999999999998 -0.069894999999999985 0.085550000000000015 -0.087634999999999977 0.085970000000000005 0.08865000000000002 0.11402000000000001 -0.071719999999999992 -0.070454999999999976 0.11683 0.086715000000000014 0.11893500000000001 -0.083629999999999996 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 -5 9 10 -3 27 11 13 -13 -4 21 16 -14 -17 19 20 -19 22 -12 26 25 -25 -23 -2 -7 -30
right_child=1 8 7 4 -6 28 -8 -9 -10 -11 14 12 15 -15 -16 17 -18 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.015587553279369734 0.015215012061832423 0.0048040396231226624 0.0036385127343237403 0.013071845721110309 0.00095757374505477935 0.012744868457535162 0.0048198353289058658 0.011462524800166877 -0.0031533480677753689 0.0075574852315270728 0.013486622527538017 0.02053693787254874 0.028821906372904778 0.01487881548317342 0.0063575739320367577 0.016493771551357395 0.014373446628451348 0.0082723369425464731 0.0015897808817680926 0.020034239180580091 0.015700135860299946 0.013554416123777627 0.0054839069422866621 0.00141473305398983 0.022204209489631466 0.016451098036486655 0.023864708941143294 0.0081243736410720486 0.0092218408696026662 0.0017518716424984753
leaf_weight=89 76 250 20 190 27 31 82 247 25 85 1093 62 20 29 25 258 34 74 20 30 51 25 21 23 25 24 39 36 57 53
leaf_count=89 76 250 20 190 27 31 82 247 25 85 1093 62 20 29 25 258 34 74 20 30 51 25 21 23 25 24 39 36 57 53
internal_value=0 0.00651373 0.0133044 0.0109852 0.00984103 0.0105657 0.00891194 0.0137934 0.00408064 0.0106153 0.0141008 0.0152906 0.0157368 0.0102909 0.0135428 0.0151257 0.0197247 0.0145521 0.0116896 0.0129928 0.0113029 0.0136865 0.0133358 0.0165592 0.0136454 0.00909288 0.0198373 0.0129359 0.00718855 0.00562267
internal_weight=0 554 2567 447 358 331 279 2120 275 197 1873 598 549 49 1275 487 54 433 175 155 125 1250 1114 136 72 47 64 112 141 110
internal_count=3121 554 2567 447 358 331 279 2120 275 197 1873 598 549 49 1275 487 54 433 175 155 125 1250 1114 136 72 47 64 112 141 110
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 2 1 2 1 1429 13 51 47 14 15 475 157 1 15 52 49 0 4 40 160
split_gain=39.9149 6.80088 4.11634 3.42242 2.17116 2.09558 1.51923 1.43073 1.29765 1.13595 1.0479 1.01837 0.654677 0.468394 0.835503 0.451005 0.429969 0.350976 0.382998 0.344332 0.362363 0.33967 0.637827 0.343312 0.325968 0.325386 0.457423 0.350761 0.325353 0.319089
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.10882500000000002 0.091265000000000013 0.09253500000000002 0.17025000000000004 0.080270000000000022 0.084690000000000015 -0.004174999999999999 0.11144500000000002 0.090100000000000013 -0.23083499999999998 0.040760000000000005 -0.07550999999999998 -0.41266499999999995 0.089770000000000016 -0.13578499999999996 0.12354000000000001 0.082865000000000008 -0.12333499999999999 0.0067750000000000006 -0.063404999999999989 0.010565000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 10 12 -6 13 -5 15 16 25 24 -1 18 -3 20 -12 -22 23 -23 28 26 -15 -28 -4 -25
right_child=1 2 8 11 9 -7 -8 -9 -10 -11 19 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0012966547852050756 0.0012327451962435578 0.00081155424980768759 0.00048326039534622153 0.0011205706478987049 0.0011074104926071101 0.00082284441207127737 0.0014956248705001438 0.00072942051402361213 0.00077560741373421214 0.00064777927734062108 0.0012656858109989957 0.00069708457603997944 0.00018639052798585237 0.0010124152292318299 0.00084154224786874227 0.00058241840000316527 0.0010499122638662323 0.00083986933105716522 0.00058027116280157337 0.0012348573179465736 0.0013384805860202954 0.0013315793891358219 0.00084602600157225474 0.0010799918669954799 0.00059643640738575392 0.0014770633332869586 0.0012571689899096657 0.0010645046910526706 0.00025648987778992044 0.0012220961812649685
leaf_weight=897 76 33 36 34 79 48 84 22 37 28 79 61 52 37 22 56 28 32 166 231 26 30 33 263 21 20 396 40 75 79
leaf_count=897 76 33 36 34 79 48 84 22 37 28 79 61 52 37 22 56 28 32 166 231 26 30 33 263 21 20 396 40 75 79
internal_value=0 0.00067939 0.000611008 0.00121346 0.000756229 0.00122831 0.00123682 0.00122695 0.000433807 0.000987133 0.00123197 0.000848648 0.000381113 0.0012628 0.00121541 0.000434972 0.00128919 0.000649273 0.000618625 0.00117205 0.00114361 0.00112123 0.00110728 0.00113046 0.000372419 0.00123209 0.00122173 0.00123949 0.000330037 0.00111282
internal_weight=0 691 615 2430 338 2335 2287 2203 277 107 2181 95 240 1440 515 188 925 231 199 741 510 431 405 372 132 493 473 436 111 342
internal_count=3121 691 615 2430 338 2335 2287 2203 277 107 2181 95 240 1440 515 188 925 231 199 741 510 431 405 372 132 493 473 436 111 342
is_linear=0
shrinkage=0.00196078


Tree=3797
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 47 14 1 2 1 4 4 0 150 52 49 52 12 475 150 4 1 12 3 13 48 1 15 2
split_gain=61.4003 10.2399 5.48316 4.54292 3.18274 2.89318 1.80616 1.67083 1.65903 1.64834 1.45672 1.15488 1.11555 1.18077 0.934673 0.845755 0.803992 0.75543 0.667139 0.666596 0.69219 0.611483 0.675369 0.556187 0.768909 0.68811 0.54769 0.45712 0.433954 0.425319
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.31534000000000006 0.090100000000000013 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.11669000000000002 0.061775000000000004 0.00063500000000000004 -0.11173999999999999 0.09487000000000001 -0.53964499999999982 -0.054984999999999992 0.056145000000000007 0.088245000000000004 -0.066784999999999983 1.0000000180025095e-35 -0.51843499999999987 0.089875000000000024 -0.010834999999999999 0.11658 -0.0087749999999999981 0.11280000000000003 0.13075500000000004 -0.028889999999999996 0.14753000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 10 12 -4 19 23 -8 13 28 -14 -2 -17 -7 21 -6 -21 -15 -23 25 -25 -3 -13 -5 -1 -12
right_child=1 5 8 27 9 17 11 -9 -10 -11 29 26 14 18 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013757013415102086 0.0015778968218466357 0.00078712660236805742 0.0013513646667528867 0.00085742466054321113 0.0015569108123538874 0.00017390884860756027 0.0013287071549894966 0.0017991808115267287 0.00081392122027364199 0.00095913524047744607 0.00055008971401432729 0.0010391187338827008 0.0014246381750712236 0.0019030606991547942 0.0010400848261627844 0.00090259148919281831 0.0013325809213831229 0.00054805953960549586 0.0014897173776973131 0.0013624445401713933 0.0010364749226056326 0.0015745593684170966 0.0012402062821719381 0.0011579194500885037 0.00073437052419762208 0.00034688370429278531 0.00064496056951994138 0.00053723799118017351 0.001002828294374779 0.00030830775780922381
leaf_weight=30 41 39 34 60 63 59 23 76 63 41 106 23 243 21 27 21 82 32 712 346 27 721 24 26 45 21 33 24 20 38
leaf_count=30 41 39 34 60 63 59 23 76 63 41 106 23 243 21 27 21 82 32 712 346 27 721 24 26 45 21 33 24 20 38
internal_value=0 0.000790433 0.00145916 0.00112833 0.00147801 0.000617309 0.000697469 0.00151441 0.0010023 0.00133501 0.000622401 0.000958781 0.00150237 0.0015229 0.00138618 0.00133972 0.00124491 0.000305478 0.00153293 0.00137036 0.00133885 0.00157309 0.00156379 0.000772023 0.000889473 0.000633042 0.000806847 0.000765943 0.00122655 0.000486286
internal_weight=0 673 2448 228 2351 445 354 1874 97 477 275 79 1798 1528 270 144 103 91 1478 436 373 766 745 131 71 60 56 84 50 144
internal_count=3121 673 2448 228 2351 445 354 1874 97 477 275 79 1798 1528 270 144 103 91 1478 436 373 766 745 131 71 60 56 84 50 144
is_linear=0
shrinkage=0.00196078


Tree=3798
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 43 150 2 15 1 1 12 480 49 1 1209 4 0 50 13 42 47 16 12 403 403 1210 42 3 131
split_gain=2.24822 0.332257 0.309799 0.232597 0.253061 0.23205 0.206544 0.180817 0.163736 0.21789 0.153818 0.151308 0.189765 0.180975 0.126464 0.118883 0.113083 0.206692 0.184568 0.214799 0.304891 0.111264 0.194725 0.111238 0.115723 0.189873 0.124709 0.117503 0.1818 0.10489
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.10980500000000001 0.11411 -1.0000000180025095e-35 0.09253500000000002 0.16773500000000005 0.090455000000000021 -1.0000000180025095e-35 0.12497000000000001 0.13075500000000004 -0.079679999999999987 0.033845000000000007 -0.082184999999999994 0.11669000000000002 -0.013024999999999998 0.091625000000000012 0.090100000000000013 -0.042349999999999992 0.092655000000000015 -0.072624999999999981 -0.037174999999999993 -0.00064999999999999986 0.11934000000000002 -0.082094999999999987 0.087395000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 8 -7 14 9 -1 21 -4 -13 15 -2 -14 17 18 19 20 -17 -3 -23 29 26 -26 -25 28 -28 -19
right_child=1 10 11 -5 -6 6 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 23 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.018523600458612909 0.014646338314974104 0.0046702186915057679 0.015132297463702586 0.018047308904351668 0.0011405267752707005 0.014115035688235434 0.0034968115808442241 0.0064612021823164216 0.0016536415494497745 0.0074947961489669982 -0.0029533177624795248 0.003796095771249384 0.0075662422792187756 0.0079074756287109971 0.0058277082140557471 0.029657169602190454 0.011621889367152553 0.0094160577615680693 0.01045882525327865 0.015725924032548928 0.015281889848411084 0.0059904010182926584 0.016918343009257857 0.024387335237115622 0.0053233293932862585 0.014230410383444537 0.012135735657912764 0.0092929158698428754 0.02216273999074474 0.017438787119463086
leaf_weight=23 87 270 1165 48 26 218 20 70 31 81 22 20 28 52 20 36 143 88 28 73 25 63 22 20 26 301 33 22 40 20
leaf_count=23 87 270 1165 48 26 218 20 70 31 81 22 20 28 52 20 36 143 88 28 73 25 63 22 20 26 301 33 22 40 20
internal_value=0 0.00683873 0.013863 0.0114705 0.0106793 0.0113442 0.0132227 0.0104128 0.00803248 0.00993386 0.0051607 0.0143674 0.0134343 0.0136405 0.012998 0.0139781 0.0141881 0.0147035 0.0178429 0.0193858 0.0237657 0.00566354 0.00881881 0.0137788 0.0144818 0.0135222 0.0172103 0.0156993 0.01763 0.0109017
internal_weight=0 554 2567 447 399 373 238 177 135 104 377 2120 955 935 107 883 855 712 162 134 61 355 85 550 442 327 115 95 73 108
internal_count=3121 554 2567 447 399 373 238 177 135 104 377 2120 955 935 107 883 855 712 162 134 61 355 85 550 442 327 115 95 73 108
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 4 0 2 4 1 3 49 4 3 160 1447 16 16 47 159 151 3 15 10 3
split_gain=70.8971 11.2856 6.85629 5.9373 3.96769 3.24458 2.12519 2.11875 2.02901 1.75562 1.65948 1.35039 1.30651 1.20998 1.11877 1.46308 0.890477 0.697014 0.648147 0.620414 0.611243 0.605513 0.601842 0.53219 0.524737 0.676524 0.507829 0.483963 0.590462 0.47484
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089775000000000008 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.092845000000000025 0.40473500000000007 -0.22491999999999998 0.14838000000000004 0.27834500000000006 0.085760000000000017 -0.11171999999999999 -0.0060549999999999988 0.04735000000000001 -0.053259999999999995 -0.075414999999999982 -0.082869999999999985 -0.012324999999999997 -0.11118499999999999 0.090100000000000013 0.0089800000000000019 -0.086769999999999986 -0.091054999999999983 -0.41942499999999994 -0.38124499999999995 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 12 14 11 -5 -6 16 13 -4 -1 -16 -7 20 -17 -15 -13 -20 -19 -3 25 -22 -26 -14 -29 -21
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 17 27 19 15 18 -18 22 21 29 24 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0017126272862134427 0.0016290821783189054 0.00080874131753381389 0.00090379844290938802 0.0014688287046799662 0.0014808618925250521 0.00094521282823447554 0.0010132784420630791 0.0020519499744676441 0.0011471809930429838 0.00092575976125944671 0.00094305040159573157 0.0018768750667774662 0.00050588044503457484 0.00079191634300228796 0.0010740338219329714 0.0016462223591361899 0.0015168751527865729 0.001570570086506088 0.0012559447596504887 0.00059050432763764168 0.0012812634953943114 0.0016734239490911922 0.0013547196995911857 0.0010820717066891638 0.0015526618374535231 0.0015889687955677836 0.0018620285975021018 0.00041647687987150518 1.8909539641285477e-06 0.00030638449801122393
leaf_weight=886 71 190 41 37 71 22 37 59 48 60 32 31 31 24 20 372 20 114 34 42 29 22 88 32 34 521 51 25 28 49
leaf_count=886 71 190 41 37 71 22 37 59 48 60 32 31 31 24 20 372 20 114 34 42 29 22 88 32 34 521 51 25 28 49
internal_value=0 0.000889725 0.000802525 0.00160831 0.000995711 0.00162792 0.000575864 0.00168833 0.00154009 0.00113291 0.00131377 0.00156081 0.000508429 0.000614588 0.00167225 0.00159239 0.00121743 0.00157743 0.00161662 0.000511478 0.00160803 0.00141995 0.00147654 0.00084814 0.0015949 0.00157274 0.00173828 0.000311276 0.00019745 0.000437517
internal_weight=0 673 602 2448 325 2351 277 1393 958 97 103 910 240 156 1334 448 42 868 428 115 666 56 202 222 635 550 85 84 53 91
internal_count=3121 673 602 2448 325 2351 277 1393 958 97 103 910 240 156 1334 448 42 868 428 115 666 56 202 222 635 550 85 84 53 91
is_linear=0
shrinkage=0.00196078


Tree=3800
num_leaves=31
num_cat=0
split_feature=1 4 12 4 44 3 0 3 15 0 1 4 4 43 40 43 0 0 52 49 16 0 12 3 12 43 48 2 151 3
split_gain=2.16142 0.325672 0.299627 0.228045 0.250366 0.287056 0.270956 0.199465 0.164808 0.157617 0.153042 0.150932 0.140934 0.13979 0.162175 0.129814 0.123553 0.118997 0.114853 0.113778 0.111763 0.108516 0.143544 0.471962 0.274643 0.252273 0.142425 0.162468 0.131401 0.155525
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.17966999999999997 1.0000000180025095e-35 0.11296500000000002 -0.071924999999999989 -0.053259999999999995 -1.0000000180025095e-35 -0.14454499999999995 0.13075500000000004 0.10528000000000001 0.053180000000000012 -0.086909999999999987 -1.0000000180025095e-35 -0.081289999999999987 0.024095000000000002 0.10455500000000001 -0.24456499999999998 -0.069799999999999987 -0.5048999999999999 -0.086284999999999987 0.083935000000000023 -0.087429999999999994 0.084595000000000017 -0.085739999999999997 0.092475000000000016 0.098035000000000011 -0.088054999999999981 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 17 5 6 8 -2 9 19 15 -9 21 -8 -15 -3 -12 18 -1 -5 -17 28 23 -23 25 -24 -26 -28 -4 -30
right_child=1 10 12 4 -6 -7 13 11 -10 -11 16 -13 -14 14 -16 20 -18 -19 -20 -21 -22 22 24 -25 26 -27 27 -29 29 -31
leaf_value=0.012381190353113672 0.012572293889582474 0.00015597945565114853 0.010591061046216056 0.012328233737916423 0.019442709807858425 0.00057857484295682023 0.011099750734865667 0.0058517185858685252 0.017578305628930414 0.013833715646019715 0.0034997956939041616 0.014256490533240141 0.011913287219273773 0.0071845839265733957 -0.0052574141958029938 0.0049146301628268784 -0.0040767880170068781 0.0098220273697127904 0.021172195912471839 0.0054760961706051608 0.011583684469938077 0.016663914695872289 0.014049121502624906 -0.00044626257315810236 0.014146862670202357 0.028560939423739912 0.0041085586207167757 0.014431583245362464 0.020760755287483335 0.01542816118521332
leaf_weight=23 107 23 48 39 27 33 22 147 43 88 125 25 247 22 20 47 26 24 42 64 54 38 23 28 1124 25 31 30 62 464
leaf_count=23 107 23 48 39 27 33 22 147 43 88 125 25 247 22 20 47 26 24 42 64 54 38 23 28 1124 25 31 30 62 464
internal_value=0 0.00677513 0.0136624 0.0113096 0.0101834 0.00942811 0.0104081 0.00918226 0.0119851 0.0107259 0.00433299 0.00707334 0.0141585 0.0046423 0.00125982 0.00693624 0.00219522 0.0158396 0.0180615 0.00807059 0.00848026 0.0144546 0.0139486 0.00940505 0.0141918 0.0216074 0.0138915 0.00918546 0.0155997 0.0160567
internal_weight=0 554 2567 447 358 331 298 279 234 191 275 172 2120 64 42 124 151 89 65 103 101 1873 1299 66 1233 48 1185 61 574 526
internal_count=3121 554 2567 447 358 331 298 279 234 191 275 172 2120 64 42 124 151 89 65 103 101 1873 1299 66 1233 48 1185 61 574 526
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=31
num_cat=0
split_feature=1 1 3 43 155 160 49 456 150 2 2 4 16 4 15 12 47 51 52 2 0 0 12 147 0 4 43 1452 52 52
split_gain=1.75075 0.268684 0.259091 0.228155 0.253206 0.193278 0.25273 0.185117 0.177067 0.194402 0.22388 0.183931 0.306456 0.151487 0.142835 0.147388 0.133328 0.131314 0.0987332 0.114176 0.155128 0.112729 0.0977525 0.10128 0.117929 0.0965891 0.0952192 0.0940901 0.0906429 0.123662
threshold=0.10920500000000001 0.13210500000000003 -0.072624999999999981 0.084740000000000024 0.084785000000000013 -0.54200499999999985 0.14705000000000004 0.060100000000000008 0.10980500000000001 0.079055000000000014 0.085730000000000015 -0.010655 0.051380000000000002 0.40124500000000002 -0.17952999999999997 1.0000000180025095e-35 0.13082500000000002 -0.24351499999999995 0.056145000000000007 0.25063000000000007 -0.036484999999999997 -0.11437499999999999 0.11232500000000002 0.089810000000000015 -0.062294999999999996 -0.0086549999999999978 -0.079584999999999975 0.096800000000000011 -0.090114999999999987 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 4 17 -4 7 8 9 11 -11 12 -7 14 -1 -16 18 -2 19 20 21 -3 23 24 25 -19 -27 28 -12 -30
right_child=1 16 5 -5 -6 6 -8 -9 -10 10 27 -13 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.019513510686881615 0.012639169394969941 0.0046851407938326402 0.018726642790716144 0.017124555841088296 0.015445065484241103 -0.0023678008281323758 0.0011174201178525028 0.019472911403231 0.0029722170551277458 0.020285635155492598 0.013249422843967166 0.011629543220624329 0.012996247388655319 0.0051566607393324377 0.006352863594999209 0.012998396848139871 0.0088836958778924068 0.01224947382829019 0.0071154965695718097 -0.0050388375200175993 0.0069154054263834757 -0.0030125800350036189 0.01209317260188982 -0.0016454220707104964 0.0014227778485152297 0.00085288230950633691 0.0073862168656919028 0.017748435297980907 0.0078072467868526771 0.011874627446421366
leaf_weight=33 28 30 28 25 33 37 29 23 31 28 105 44 20 25 34 1811 38 28 36 24 49 52 20 22 52 30 87 20 150 149
leaf_count=33 28 30 28 25 33 37 29 23 31 28 105 44 20 25 34 1811 38 28 36 24 49 52 20 22 52 30 87 20 150 149
internal_value=0 0.00609762 0.0122962 0.00794621 0.00718135 0.0105954 0.0102374 0.0106731 0.0103266 0.0107388 0.0116251 0.00677244 0.00302309 0.0128896 0.0129926 0.0128759 0.00347407 0.00615999 0.0023978 0.00130208 0.00246378 -0.000196341 0.00540093 0.00478976 0.00550841 0.0069736 0.005711 0.0110532 0.0107218 0.00983414
internal_weight=0 554 2567 325 300 664 636 607 584 553 452 101 57 1903 1878 1845 229 267 191 155 131 82 239 219 197 145 117 424 404 299
internal_count=3121 554 2567 325 300 664 636 607 584 553 452 101 57 1903 1878 1845 229 267 191 155 131 82 239 219 197 145 117 424 404 299
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=31
num_cat=0
split_feature=1 3 3 39 2 42 1375 49 12 4 1456 0 12 12 13 156 15 160 157 3 1213 51 15 402 0 133 402 133 1454 1454
split_gain=1.41811 0.235837 0.209864 0.209296 0.16662 0.175865 0.162582 0.145395 0.145346 0.122704 0.119352 0.118775 0.152882 0.147737 0.117739 0.137331 0.155 0.109688 0.115193 0.112349 0.145521 0.119556 0.0959933 0.0958753 0.252401 0.184565 0.283951 0.0944133 0.0912009 0.250913
threshold=0.10920500000000001 0.31534000000000006 -0.072624999999999981 0.087735000000000021 1.0000000180025095e-35 -0.019989999999999997 -0.07273499999999998 0.14705000000000004 -0.42850999999999995 0.40124500000000002 -0.077604999999999993 -0.14920999999999998 1.0000000180025095e-35 0.086095000000000019 -0.11122999999999998 0.10339000000000002 -0.037864999999999989 -0.086829999999999977 -0.080299999999999996 -0.069009999999999974 -0.077519999999999992 -0.16666999999999996 -0.042209999999999991 0.090595000000000023 -0.071339999999999987 -0.015164999999999998 0.11174500000000002 0.09635500000000001 0.10398500000000001 0.095590000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 22 -6 -4 10 -3 11 -8 13 -13 -1 -7 16 -16 -12 -19 -20 -21 -22 -2 28 25 -25 -27 -23 29 -14
right_child=1 8 6 -5 5 14 7 -9 -10 -11 17 12 23 -15 15 -17 -18 18 19 20 21 27 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.020541020601310515 0.0091976989924700738 0.0058891460123205825 0.001784526037786586 0.0034343113937744412 -0.0025679644928979025 0.0032649838954280572 0.015613437217268112 0.0030557089376573761 -0.0023256110604311939 0.0046409945599734789 0.012630528105468589 0.0048068693288686598 0.011446589998651712 0.010349671486765147 0.0095164307876580614 0.016496013323776423 -0.00043485226342454553 0.0026748210448833843 0.0044799627654720101 0.017945029417222199 0.014886994042305896 0.0083150999562047051 0.015729444576427342 0.0144738310597893 0.024393765991553667 0.015601367452605206 0.00016503624009111753 0.0133373970988878 0.01646313817772482 0.00017293631564825775
leaf_weight=33 90 35 26 157 21 53 38 30 56 25 112 33 1531 25 72 20 20 26 40 22 38 289 30 133 20 22 26 43 35 20
leaf_count=33 90 35 26 157 21 53 38 30 56 25 112 33 1531 25 72 20 20 26 40 22 38 289 30 133 20 22 26 43 35 20
internal_value=0 0.00548786 0.0110666 0.00640256 0.00792549 0.0060512 0.00953586 0.00985174 0.000833911 0.0116007 0.0101871 0.0116933 0.0115513 0.0161482 0.00714818 0.00898577 0.00735311 0.00982532 0.00913933 0.0095284 0.0100435 0.00957372 0.0108306 0.0116759 0.0137334 0.0125555 0.00724002 0.00896558 0.0114151 0.0113012
internal_weight=0 554 2567 463 306 186 664 638 91 1903 608 1878 1820 58 165 112 92 570 458 432 392 370 120 1787 201 181 48 332 1586 1551
internal_count=3121 554 2567 463 306 186 664 638 91 1903 608 1878 1820 58 165 112 92 570 458 432 392 370 120 1787 201 181 48 332 1586 1551
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=31
num_cat=0
split_feature=1 2 9 11 11 12 13 13 42 52 4 15 2 47 151 457 4 16 401 12 1 12 3 34 3 3 0 52 2 1428
split_gain=1.15534 0.332474 0.191475 0.166884 0.168139 0.159991 0.192656 0.182108 0.138069 0.136631 0.131939 0.131789 0.129682 0.114995 0.221115 0.200012 0.156718 0.204507 0.184575 0.135238 0.104051 0.11019 0.107922 0.100153 0.0947122 0.147097 0.090995 0.093051 0.0883912 0.0988222
threshold=0.12000500000000001 0.10045500000000002 -1.0000000180025095e-35 0.080455000000000013 0.085155000000000022 -0.083994999999999986 -0.23438999999999996 -0.0072999999999999992 0.09112000000000002 -0.020999999999999994 0.42051500000000003 -0.41396999999999995 -0.090999999999999984 0.11312500000000002 -0.098364999999999994 0.080930000000000016 0.057560000000000007 -0.080509999999999984 1.0000000180025095e-35 0.095565000000000011 0.14262000000000002 -0.088589999999999988 -0.049509999999999992 -0.038779999999999995 0.12745000000000004 0.30112000000000005 -0.036484999999999997 0.056145000000000007 0.10644500000000001 0.095640000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -5 7 -7 8 -3 -6 20 23 -4 14 -8 16 17 -16 19 -19 21 -2 -23 -12 -24 -26 27 -25 -21 -30
right_child=10 5 3 4 9 6 13 -9 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 28 -22 22 24 26 25 -27 -28 -29 29 -31
leaf_value=0.0039092171626786392 0.01335679177261357 0.011499278213636116 0.0045495737760670877 0.021311356130588269 0.017173839469905944 0.0021769693242790905 0.019522043387405576 -0.0043225353051509173 0.0021067938678350079 0.0056248899150107591 -0.0021836083253909803 -0.0040009656168487192 0.010448216920225599 0.0019842411168729483 0.017965422285412976 0.002103960607200861 0.006744742713921119 0.013070600109244305 0.0018940144265932894 0.0040583588347277216 0.0008368608279105945 0.0091803846299336189 -0.0017973350907246081 -5.9788218802875942e-07 0.011302232116703755 -0.00042398231569677595 0.0098523332426945377 0.0076085006613284354 0.0084791947705606507 0.016250381320714952
leaf_weight=45 21 29 38 28 20 46 20 21 34 21 29 35 1944 23 34 41 153 119 27 34 39 47 26 45 23 20 24 25 90 20
leaf_count=45 21 29 38 28 20 46 20 21 34 21 29 35 1944 23 34 41 153 119 27 34 39 47 26 45 23 20 24 25 90 20
internal_value=0 0.00973473 0.0103619 0.0105034 0.0153379 0.00783249 0.00839853 0.0037421 0.00643032 0.0112585 0.00351088 0.00141318 0.0103351 0.00890868 0.00920471 0.00880635 0.00938245 0.010628 0.00976779 0.0105761 0.00539403 0.00669133 0.00548465 0.0029538 0.00296726 0.00584818 0.00453874 0.00271694 0.00851472 0.00989214
internal_weight=0 2787 2096 2051 69 691 607 84 63 41 334 158 1982 561 538 518 477 324 290 263 176 137 116 123 69 43 94 70 144 110
internal_count=3121 2787 2096 2051 69 691 607 84 63 41 334 158 1982 561 538 518 477 324 290 263 176 137 116 123 69 43 94 70 144 110
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 14 2 1 3 3 2 52 1 2 1 39 13 47 16 52 1 4 16 131 51 50 0 48
split_gain=34.2645 5.53948 3.67307 2.78413 1.88428 1.85747 1.51492 1.18033 0.973994 0.922822 0.913381 1.11028 0.869446 0.484767 0.481663 0.69437 0.463178 0.415038 0.400518 0.380996 0.33954 0.326933 0.311464 0.308464 0.312975 0.302368 0.292633 0.255201 0.242049 0.232944
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.40124500000000002 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.30112000000000005 0.12745000000000004 0.089775000000000008 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.086920000000000011 0.095830000000000012 -0.47860499999999995 0.10648500000000001 -0.25582999999999995 -0.16675999999999999 0.11588000000000001 0.038415000000000012 -0.10850999999999998 0.09031500000000002 0.11144500000000002 -0.099524999999999988 -0.026509999999999995 0.090720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 5 4 6 19 7 12 22 -5 11 17 16 -14 23 -16 26 20 -12 -3 -4 -9 -7 29 -25 -2 -1 -26 -6 -15
right_child=1 2 10 9 28 8 -8 21 -10 -11 18 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0011968227415635904 0.0012129691224090572 0.00056927505807549347 0.00037169843853282903 0.00103487911785666 0.00089717330593688815 0.0011367000107739649 0.00064826990215996515 0.0011509682727502842 0.0005662094935050706 0.00064114944345859529 0.00033687042507303094 0.00077123611348137752 0.0012846241797237355 0.0011302620776585078 0.00064041391078570103 0.0010592166741818904 0.0011111175470094811 0.00029211674240847745 7.4118406485893038e-05 0.00082594583724059306 0.00064928817765915066 0.0014376481776413694 0.00088345009747248498 0.0010942694343215036 0.0010574345442744104 0.0009479692800372254 0.00099324810237777657 0.00084672953785955329 0.0006177233242700902 0.0010170750330647231
leaf_weight=892 49 201 36 37 22 43 24 20 23 60 54 37 45 474 23 45 406 77 38 25 32 65 33 109 39 25 28 51 26 82
leaf_count=892 49 201 36 37 22 43 24 20 23 60 54 37 45 474 23 45 406 77 38 25 32 65 33 109 39 25 28 51 26 82
internal_value=0 0.000617321 0.000554795 0.00111688 0.00113031 0.000695778 0.00113832 0.00114348 0.000919745 0.000791335 0.000387572 0.000468061 0.0011347 0.00108646 0.00107562 0.000917563 0.00116628 0.000390699 0.000228342 0.000597668 0.000502329 0.00137019 0.00102674 0.00108986 0.00102361 0.00112344 0.00119063 0.000938035 0.000745805 0.00111357
internal_weight=0 673 599 2448 2351 325 2303 2279 99 97 274 182 2194 868 823 68 1326 145 92 226 68 85 76 755 199 74 920 90 48 556
internal_count=3121 673 599 2448 2351 325 2303 2279 99 97 274 182 2194 868 823 68 1326 145 92 226 68 85 76 755 199 74 920 90 48 556
is_linear=0
shrinkage=0.00196078


Tree=3805
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 1 2 14 13 47 1 0 4 0 1 1 15 2 1 1 0 1 4 4 16 51 1 12 47
split_gain=50.7823 8.16377 4.09511 3.66819 2.74445 2.64336 1.34767 1.33454 1.21482 1.08599 1.05855 0.795401 0.872711 0.774444 0.767891 0.731981 0.601955 0.51464 0.509311 0.491864 0.489085 0.662559 0.656241 0.699821 0.355215 0.408322 0.344094 0.313194 0.304632 0.294113
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.092235000000000025 0.13604000000000002 0.09253500000000002 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 0.13082500000000002 0.086920000000000011 -0.097024999999999986 0.024790000000000003 -0.22491999999999998 0.122715 0.16540500000000002 -0.095869999999999983 -1.0000000180025095e-35 0.11910500000000002 1.0000000180025095e-35 -0.038659999999999993 0.089770000000000016 -0.16363499999999997 0.022185000000000003 -0.44310499999999992 0.11144500000000002 0.12765500000000005 -0.096104999999999982 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 8 9 -4 14 11 27 16 26 17 -11 -6 29 -7 -13 -14 -5 21 24 -22 -24 -16 -26 -1 28 -3 -2
right_child=1 5 6 19 7 10 -8 -9 -10 13 -12 12 18 -15 20 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014333220493339353 0.0013721363076002768 0.00085380059196109553 0.001265811761185922 0.00084705681702868852 0.00099086900122975015 0.00036746899689133475 0.00078141827627881968 0.00095035618858174513 0.0016784322956443813 0.0010760510546012065 0.00078589065882171227 0.0012971798265075545 0.0010852824429390963 0.00072656365505160796 0.0013337771037265839 0.00095113124591351917 -1.3361138967322367e-06 0.0009240356994050196 0.0013806884530661763 0.00054482373300824801 0.0016274236577060322 0.0010514732834526544 0.0014261725924763025 0.0010335556870582057 0.0013793770279012332 0.0011697799003883905 0.0012457428040247936 0.00045620267367248651 0.00060712731064500045 0.0011639387949424632
leaf_weight=1046 75 23 34 47 32 114 63 48 62 38 21 27 24 68 345 29 20 30 345 37 38 46 64 24 49 132 39 43 118 40
leaf_count=1046 75 23 34 47 32 114 63 48 62 38 21 27 24 68 345 29 20 30 345 37 38 46 64 24 49 132 39 43 118 40
internal_value=0 0.000737861 0.00134602 0.00103956 0.00136231 0.000583281 0.000951206 0.00126705 0.00140943 0.000693764 0.000376571 0.00139839 0.00132659 0.000851852 0.00128788 0.00122952 0.000312423 0.00110079 0.00136148 0.00071393 0.0013015 0.00127714 0.00141208 0.0013191 0.00129687 0.00122652 0.00142658 0.000602691 0.000647365 0.00129972
internal_weight=0 673 2448 228 2351 445 97 778 1573 290 155 1511 426 106 730 144 134 57 369 84 698 572 126 88 526 181 1085 184 141 115
internal_count=3121 673 2448 228 2351 445 97 778 1573 290 155 1511 426 106 730 144 134 57 369 84 698 572 126 88 526 181 1085 184 141 115
is_linear=0
shrinkage=0.00196078


Tree=3806
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 47 4 2 52 34 1 13 1 2 47 15 10 131 43 52 13 0 52 4 0
split_gain=52.5239 8.33031 5.17835 4.69055 3.20474 2.76678 2.36372 1.69195 1.56163 1.43666 1.39695 1.2992 0.873693 0.849984 0.750167 0.746335 0.524104 0.522549 0.90748 0.511366 0.37855 0.442981 0.372113 0.363975 0.360719 0.356798 0.349073 0.346344 0.367477 0.593867
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.14960000000000004 -0.56176499999999996 -1.0000000180025095e-35 0.091195000000000012 -1.0000000180025095e-35 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.41942499999999994 -0.38124499999999995 0.09031500000000002 -0.08595499999999999 -0.16675999999999999 -0.10278499999999999 -0.026509999999999995 0.40674500000000008 -0.39518999999999993 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 6 7 9 -5 15 12 -6 14 -11 -4 25 -16 -15 -19 23 -14 -22 -2 -3 -9 -1 -7 28 -27 -30
right_child=1 2 10 8 11 26 -8 24 -10 13 -12 -13 20 17 16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0017117686562621841 0.0015323395350101744 0.00048741516867574725 0.00034067331887842491 0.0013425243071000057 0.0013252475859380762 0.0011535456261320333 0.00085952750113574988 0.0014952578866744743 0.00082391522577535332 0.0016403227866661418 0.00089736270064094898 0.00084938363927672162 0.00048698607391315182 0.0013813682852536224 0.00054331096409415388 0.001379402989285887 0.00082059879221168218 0.00087427189540443357 0.0013584582486014434 0.0009866676708756416 0.00038959326547588789 2.4039943900583015e-05 0.0012362559729931402 0.00075090533529320776 0.0017963866720911604 0.0017492618859576447 0.00081795459054129519 0.001283184115459271 0.0015062173601457028 0.0012060854229991791
leaf_weight=31 47 23 45 34 71 22 26 20 65 46 34 32 28 745 76 220 40 22 46 32 25 26 25 163 65 23 26 28 1009 26
leaf_count=31 47 23 45 34 71 22 26 20 65 46 34 32 28 745 76 220 40 22 46 32 25 26 25 163 65 23 26 28 1009 26
internal_value=0 0.000799606 0.00072338 0.00142013 0.000892381 0.0014377 0.0014474 0.0014541 0.00100202 0.00144359 0.000525389 0.00117741 0.000472693 0.00138102 0.000555564 0.00148379 0.000638927 0.00136635 0.00120181 0.000757713 0.000303804 0.000203233 0.00142953 0.000718323 0.00172553 0.00150435 0.000971767 0.00149843 0.00150413 0.00149868
internal_weight=0 667 595 2454 321 2355 2307 2281 99 2196 274 103 240 859 161 1337 116 813 68 218 79 51 72 186 85 1117 48 1086 1058 1035
internal_count=3121 667 595 2454 321 2355 2307 2281 99 2196 274 103 240 859 161 1337 116 813 68 218 79 51 72 186 85 1117 48 1086 1058 1035
is_linear=0
shrinkage=0.00196078


Tree=3807
num_leaves=31
num_cat=0
split_feature=1 52 1 52 2 14 123 48 47 12 48 14 12 0 130 10 45 0 4 4 49 52 43 133 0 52 43 0 157 4
split_gain=1.58871 0.402751 0.236969 0.188263 0.160855 0.129349 0.145097 0.125636 0.153889 0.156743 0.160515 0.171997 0.163454 0.185874 0.128592 0.119442 0.103193 0.163802 0.28859 0.159007 0.145343 0.13198 0.192587 0.222762 0.239284 0.234847 0.146493 0.137455 0.112345 0.1221
threshold=0.10124500000000002 -0.40967499999999996 0.14860500000000001 0.19022000000000003 0.13404500000000005 0.062655000000000016 1.0000000180025095e-35 0.15068000000000001 0.078345000000000012 0.11734000000000001 -0.080024999999999985 -0.47071999999999997 0.09364500000000002 -0.18113999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081955000000000014 -0.13455999999999999 0.0033150000000000007 0.0033150000000000007 -1.0000000180025095e-35 0.10024500000000001 -0.011919999999999998 -0.010614999999999998 -0.075359999999999996 0.10744000000000002 -0.032879999999999993 -0.097024999999999986 -0.077849999999999989 -0.050494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 16 8 9 10 -3 -12 13 -13 -15 -4 17 18 -1 21 -20 27 26 25 -25 -24 28 -19 -23 -30
right_child=1 2 15 -5 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18 19 20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0025028030026426661 0.012717043164450968 0.01292065660185788 -0.0056838112973227085 0.011601348368602167 0.0064198473696501892 0.015947892112929501 0.0074413926654608199 -0.0016027706630882762 0.0093414734262507407 0.013713071963173293 0.011957142681435303 0.010892003877578597 -0.0033808808884350583 -0.0037390758992051302 0.0041062729218219038 0.0032748340345595192 0.019015308025039056 0.018927917845021514 0.0070157374814152716 0.010290763066416136 0.01817727730875569 0.0047205561958253393 0.0057463833615959935 -0.0052144629877875562 0.0078044812738274532 0.01788537148934077 0.019559089254887245 0.01297744179758336 0.010297506953050432 0.015757455245976517
leaf_weight=47 102 23 22 67 49 89 66 21 125 21 27 38 30 23 228 46 22 40 20 324 28 20 30 20 48 34 28 1316 95 72
leaf_count=47 102 23 22 67 49 89 66 21 125 21 27 38 30 23 228 46 22 40 20 324 28 20 30 20 48 34 28 1316 95 72
internal_value=0 0.00686254 0.00597259 0.00660367 0.0120893 0.0122101 0.0120596 0.00597895 0.00628811 0.00530947 0.00483122 0.00429348 0.00364483 0.00437414 0.00338738 0.000376449 0.0122018 0.0121311 0.00807274 0.0123213 0.0135266 0.0127076 0.0109674 0.00796076 0.00397538 0.0121952 0.0128133 0.013153 0.0118033 0.0126515
internal_weight=0 773 671 603 2348 2299 2210 536 515 390 369 346 319 289 251 68 2144 2122 95 2027 48 1703 347 132 68 64 215 1356 187 167
internal_count=3121 773 671 603 2348 2299 2210 536 515 390 369 346 319 289 251 68 2144 2122 95 2027 48 1703 347 132 68 64 215 1356 187 167
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 0 47 1 2 4 4 12 1 150 47 4 4 1 0 3 13 4 1 4
split_gain=80.9354 13.4768 8.22994 6.78968 4.66597 4.43852 2.44192 2.14244 2.07256 1.77393 1.76116 1.36936 1.78057 1.76542 1.35339 1.2513 1.17352 0.893747 0.901045 0.835516 0.776863 0.645598 0.583198 0.54035 0.720338 0.535635 0.459004 0.421987 0.417298 0.409761
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.14960000000000004 0.40473500000000007 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.14838000000000004 0.0061450000000000003 0.27834500000000006 0.088245000000000004 0.089770000000000016 1.0000000180025095e-35 0.090100000000000013 -0.49013999999999996 -0.036839999999999991 0.076935000000000017 -0.019414999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15289999999999995 0.16175000000000003 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 20 6 11 14 -5 19 -6 12 13 -1 16 17 -4 18 21 23 25 -13 -2 24 29 -3 -18 -19 -16 -7
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 15 -14 -15 28 -17 26 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00173201497248736 0.0018795428953918755 0.00077451767123938987 0.00094928422818937582 0.0015938893126380082 0.0016000699417527227 0.0017065196209621173 0.0021455152615735651 0.0010823313368112709 0.0010038337453566735 0.0010913820322013008 0.0010460271175914244 0.0021281073411811135 0.0020364115978109428 0.0012439267475675487 0.00043554975302791972 0.001600540441439326 0.00049430438603831491 0.0015363526130705932 0.0015233282223998735 0.0013019500751949213 0.0012056270212519402 0.0018626359384289902 0.0015076970645025664 0.0017734738811532962 0.0013495913115632791 0.00098283927639960622 0.00078656049736098438 0.0017776088316144723 0.00011638680631233975 0.0015591675652237094
leaf_weight=58 50 98 41 37 71 153 76 34 60 26 32 37 29 56 63 110 88 29 29 30 32 732 24 92 38 92 27 718 21 138
leaf_count=58 50 98 41 37 71 153 76 34 60 26 32 37 29 56 63 110 88 29 29 30 32 732 24 92 38 92 27 718 21 138
internal_value=0 0.000969515 0.000871989 0.00173729 0.00108302 0.00175826 0.00180125 0.000621677 0.00122891 0.00158939 0.00142794 0.00178669 0.00160261 0.00149225 0.000556418 0.0018026 0.000664465 0.00181699 0.00186261 0.0016181 0.000922991 0.00187541 0.00175894 0.00164063 0.00160349 0.000875389 0.000562921 0.00176824 0.000355759 0.00163664
internal_weight=0 673 599 2448 325 2351 1874 274 97 477 103 1798 143 114 240 1655 156 1545 798 451 222 769 74 421 329 190 115 747 84 291
internal_count=3121 673 599 2448 325 2351 1874 274 97 477 103 1798 143 114 240 1655 156 1545 798 451 222 769 74 421 329 190 115 747 84 291
is_linear=0
shrinkage=0.00196078


Tree=3809
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 0 0 2 12 14 4 16 160 4 15 4 2 2 2 0 16 3 131 2
split_gain=58.26 7.64209 6.21892 4.19613 3.51568 2.4169 2.11666 2.05818 1.68463 1.29287 1.21416 1.17931 1.17059 1.44435 1.03376 0.996563 0.938595 0.908136 0.667369 0.649961 1.3425 0.626767 0.611139 0.564808 0.976505 0.479065 0.512559 0.436227 0.429616 0.543575
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090455000000000021 0.40124500000000002 -0.17966999999999997 0.14285500000000004 0.27834500000000006 -0.23194499999999998 -0.076234999999999983 0.092235000000000025 0.13597000000000004 0.076175000000000007 -0.068329999999999988 -0.040964999999999994 -0.081069999999999989 -0.059649999999999988 -0.03241999999999999 -0.0070899999999999991 0.099185000000000009 0.10981000000000002 -1.0000000180025095e-35 -0.10836499999999999 -0.43320999999999993 -0.017889999999999996 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 11 9 15 21 -6 10 -3 -1 13 -10 16 25 18 -7 -8 22 -21 -5 -13 24 -2 26 -4 -12 29 -11
right_child=1 5 6 7 8 17 14 -9 12 28 27 19 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018207553183118715 0.00071945445835772971 0.00082148316683017513 0.0014825523483986947 0.0015435889160033485 0.0014585849965093711 0.00063540608211653117 0.0011268766253602271 0.00078278969849905015 0.0013158715227520484 0.00028377579647495364 0.00061406029971561044 0.001590548763881998 0.0007006918339232238 0.00090860709117497802 0.0010809136154724761 0.00180123539582746 0.0013495203095004033 0.0011806421931467804 0.001494100015464927 0.0013695697133862812 0.00085339921598251054 0.0012181134278478186 0.0011882874165095535 0.00069436154065210848 0.0012636065371786735 0.0015165077726132501 0.0011146264296828532 0.00033996316886703612 0.00050873776413865534 -9.1933866451476135e-05
leaf_weight=22 32 43 37 46 31 23 20 29 52 57 33 53 48 94 39 46 496 24 391 76 26 45 20 128 21 1056 24 69 20 20
leaf_count=22 32 43 37 46 31 23 20 29 52 57 33 53 48 94 39 46 496 24 391 76 26 45 20 128 21 1056 24 69 20 20
internal_value=0 0.000734685 0.0014189 0.000953348 0.00120161 0.000506942 0.00146237 0.00123768 0.00103415 0.00042792 0.000545139 0.00139288 0.000966328 0.00105366 0.0013935 0.0015184 0.00140694 0.000913825 0.00147623 0.00133909 0.001238 0.00138264 0.00148034 0.000764843 0.000935062 0.00150675 0.00133779 0.000428642 0.000252694 0.000186189
internal_weight=0 590 2531 301 422 289 2109 120 225 242 145 197 194 146 946 1163 907 47 411 175 102 91 73 181 53 1117 61 102 97 77
internal_count=3121 590 2531 301 422 289 2109 120 225 242 145 197 194 146 946 1163 907 47 411 175 102 91 73 181 53 1117 61 102 97 77
is_linear=0
shrinkage=0.00196078


Tree=3810
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 2 14 47 49 0 12 47 51 4 0 15 1 49 1 1 51 16 16 1
split_gain=55.1535 6.70113 5.89453 3.49439 3.43441 2.51656 2.24094 1.93337 1.79479 1.61964 1.26228 1.11069 1.06017 0.830746 0.632015 0.600673 0.834769 0.559413 0.568777 0.557369 0.538195 0.549675 0.492051 0.498879 0.488231 0.467451 0.391596 0.462777 0.47969 0.384022
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.053180000000000012 0.11389000000000002 0.076175000000000007 0.091680000000000011 -0.012034999999999999 -0.10011499999999998 0.13597000000000004 0.077555000000000013 -0.11559499999999999 -0.04890499999999999 -0.11437499999999999 -0.095244999999999982 0.10124500000000002 -0.069799999999999987 0.16175000000000003 0.13436000000000001 -0.033649999999999992 -0.039889999999999988 -0.36241499999999999 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 14 7 12 29 -5 -9 15 17 20 22 -2 -8 -17 18 -1 -11 21 -4 23 -10 -7 -21 -20 28 -28 -3
right_child=1 5 6 8 -6 24 10 9 13 19 -12 -13 -14 -15 -16 16 -18 -19 26 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013778110506407226 0.00072069303497818171 0.0004287916693678187 0.0012678176582026548 0.0012251469063056053 0.00049224130191880206 0.00016908541467814626 0.0014521475163482992 0.0009040410580838761 0.00093411965707494563 0.00078297599054434717 0.00097147898447929356 0.00070681782661806023 0.0015648525973618386 0.00097524548040150397 0.0011052790449222411 0.0011773851927781905 0.00081234519154417745 0.001404267545973199 0.00084828456157660167 0.00048372680114826993 0.0012694116824569775 0.00081918791743442354 0.00051001992202434924 0.00056718667236701993 -0.00016820232743044306 0.00019534590427916872 0.0012680644567718471 0.0012587765371054951 0.00091595169105228671 0.00013915626676636955
leaf_weight=29 20 24 21 28 74 77 29 42 29 20 139 22 46 31 92 658 25 33 24 128 1170 21 72 28 21 26 21 54 51 66
leaf_count=29 20 24 21 28 74 77 29 42 29 20 139 22 46 31 92 658 25 33 24 128 1170 21 72 28 21 26 21 54 51 66
internal_value=0 0.000512056 0.00117778 0.000966237 0.000820029 0.000370267 0.0012201 0.000457845 0.000767175 0.00055845 0.00114239 0.00112617 0.00127267 0.00068703 0.0010366 0.00117576 0.00116402 0.00116968 0.00112644 0.000475032 0.00126158 0.0010435 0.000617768 0.000753872 9.68095e-05 0.000435039 0.00107784 0.00112156 0.00101865 0.000216392
internal_weight=0 590 2531 422 186 404 2109 306 188 216 851 234 1258 160 112 712 683 212 179 174 1212 42 129 57 98 154 150 126 72 90
internal_count=3121 590 2531 422 186 404 2109 306 188 216 851 234 1258 160 112 712 683 212 179 174 1212 42 129 57 98 154 150 126 72 90
is_linear=0
shrinkage=0.00196078


Tree=3811
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 47 4 14 0 2 34 2 4 52 47 49 15 10 1 13 159 42 151 1 0 15 3
split_gain=60.6604 9.71213 6.069 4.87483 3.41442 2.99325 1.787 1.78684 1.67049 1.48309 1.48231 1.2389 1.07697 1.19785 0.875736 0.790997 0.680847 0.615239 0.609994 0.518842 0.536514 0.504389 0.454676 0.453605 0.62427 0.800424 0.529779 0.684397 0.441774 0.413947
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.09253500000000002 0.13501500000000002 0.13082500000000002 0.40473500000000007 0.062655000000000016 -0.22491999999999998 0.14753000000000002 -1.0000000180025095e-35 -0.090999999999999984 0.27834500000000006 -0.56176499999999996 0.10648500000000001 -0.009244999999999998 -0.41942499999999994 -0.39453499999999991 0.086920000000000011 -1.0000000180025095e-35 0.082585000000000006 0.084895000000000012 -0.030624999999999996 0.085110000000000005 -0.070154999999999981 0.024640000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 10 -5 11 12 -6 14 18 13 -4 -1 -15 -13 29 -7 -14 -21 -16 -17 24 25 -18 27 -25 -27 -3
right_child=1 2 8 6 9 7 -8 -9 -10 -11 -12 16 19 15 21 22 23 -19 -20 20 -22 -23 -24 26 -26 28 -28 -29 -30 -31
leaf_value=0.0011198031747590837 0.0014671020903201499 0.00062111646669241139 0.00025756021856060472 0.0013774113229023681 0.0013350977962828907 0.00082011759828995261 0.00081962483126056767 0.0010098896649806133 0.00087488561406707914 0.00082667213151295317 0.0018253337905112989 0.0016488570507315508 0.00045162007451176131 0.00089130287395654088 0.0015392259071491175 0.00042548330752164979 0.00093918973433912965 0.0010488143611543726 0.001298593304682624 0.00037478837209509652 -2.0517632022137029e-05 0.0014555654737457623 0.00075657333025846941 0.0015411259406476684 0.0014380604706798561 0.0012868639809529975 0.0018005218692854338 0.001182266872865875 0.001440240698346498 0.00079997571221753665
leaf_weight=22 71 100 45 34 71 20 63 48 37 32 59 45 32 33 928 52 20 23 21 22 33 395 23 84 353 194 20 27 115 99
leaf_count=22 71 100 45 34 71 20 63 48 37 32 59 45 32 33 928 52 20 23 21 22 33 395 23 84 353 194 20 27 115 99
internal_value=0 0.000781221 0.000700329 0.00144591 0.000882084 0.00146368 0.00101514 0.00137849 0.000487077 0.00117714 0.00152114 0.00139817 0.00042729 0.000526337 0.0015078 0.000638327 0.00141408 0.000745189 0.00106519 0.000253105 0.000137605 0.00151425 0.000527018 0.00140109 0.00138079 0.00131934 0.00150677 0.00145384 0.00134395 0.000710097
internal_weight=0 673 602 2448 325 2351 97 947 277 103 1404 899 240 153 1345 108 858 222 41 87 55 1323 75 813 682 329 131 111 309 199
internal_count=3121 673 602 2448 325 2351 97 947 277 103 1404 899 240 153 1345 108 858 222 41 87 55 1323 75 813 682 329 131 111 309 199
is_linear=0
shrinkage=0.00196078


Tree=3812
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 2 3 52 1 12 3 13 13 13 160 15 131 2 51 34 42 0 0 133 402 1209 43 483 0 49
split_gain=2.53253 0.533274 0.322744 0.23695 0.237448 0.204221 0.353828 0.166652 0.256687 0.253631 0.231635 0.160031 0.153486 0.136214 0.13064 0.124796 0.119696 0.391177 0.113782 0.110125 0.130728 0.466959 0.179161 0.319434 0.198746 0.267125 0.15287 0.175693 0.185128 0.280412
threshold=0.10337500000000001 0.12408500000000001 0.5136400000000001 0.40124500000000002 0.090425000000000019 1.0000000180025095e-35 -0.014944999999999998 -0.56368999999999991 0.08864000000000001 0.088365000000000013 -0.014944999999999998 -0.004174999999999999 0.10935500000000002 -0.11122999999999998 0.050340000000000003 0.13592500000000005 0.090855000000000005 0.25063000000000007 -0.085989999999999997 -0.081829999999999986 0.084835000000000008 -0.066089999999999996 -0.071719999999999992 0.27771000000000007 -0.020594999999999999 0.087485000000000021 0.0061450000000000003 0.041590000000000009 -0.085754999999999984 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 13 6 -2 -6 15 10 -10 16 -13 -1 -12 -9 17 -3 -7 -15 -21 22 23 24 25 -22 27 -26 29 -29
right_child=1 11 -4 -5 7 18 -8 8 9 -11 14 12 -14 19 -16 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.021155875301634781 0.014847344397562467 0.0039337128703283456 0.017223187210413837 0.0047510147978424688 0.021132174077173396 0.00033053673600079496 0.0024870334064652183 0.014571694985925013 -0.0025686352447207485 0.019049450410529974 0.0052026782701432243 0.011422836835554336 0.0035949815646745265 0.0084249286784324803 0.01446946137745319 0.0088394692051224407 0.0074833334884511276 -0.01119977672758978 0.0082359872472798218 0.016720464630209493 0.030494325384497645 0.00078894459723454456 0.023602342046797276 0.0049167839670553812 0.016456125367289975 0.014989098347723485 0.0088417651548393476 0.019814832463328328 0.0038912833377253266 0.0049715225293766709
leaf_weight=49 115 117 62 22 31 20 29 752 21 20 32 60 43 20 29 40 49 20 203 808 20 23 25 30 339 25 38 35 24 20
leaf_count=49 115 117 62 22 31 20 29 752 21 20 32 60 43 20 29 40 49 20 203 808 20 23 25 30 339 25 38 35 24 20
internal_value=0 0.0083131 0.0105499 0.0150815 0.0151769 0.00942257 0.0123581 0.013924 0.0136741 0.00895243 0.00648974 0.00499269 0.0081549 0.0159729 0.0096082 0.0142822 0.00324157 0.00172444 0.00752698 0.0157924 0.0158986 0.0147518 0.0153294 0.0149399 0.0155401 0.0218803 0.0149144 0.0154664 0.0112195 0.0144173
internal_weight=0 718 429 2403 2381 367 144 925 894 102 82 289 103 1456 61 792 186 137 223 1407 1387 579 556 531 501 45 456 418 79 55
internal_count=3121 718 429 2403 2381 367 144 925 894 102 82 289 103 1456 61 792 186 137 223 1407 1387 579 556 531 501 45 456 418 79 55
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 14 4 1 2 47 4 1 1 13 160 16 2 1 1 1429 51 0 12 49 4 15 3 1
split_gain=40.7332 6.86223 4.25074 3.26158 2.81077 2.03112 1.50646 1.47 1.33104 1.12474 1.11679 1.11235 0.602887 0.754053 0.6643 0.590464 0.610663 0.637414 0.454424 0.429725 0.41426 0.816404 0.622126 0.394253 0.338127 0.330361 0.328623 0.32299 0.311598 0.309406
threshold=0.104035 -0.40967499999999996 0.13559000000000002 0.056590000000000008 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.27834500000000006 0.093575000000000019 0.090425000000000019 0.13082500000000002 -0.49013999999999996 0.089770000000000016 0.097115000000000021 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 0.094835000000000017 0.16540500000000002 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.019414999999999998 0.090285000000000018 0.088340000000000016 -0.011884999999999998 0.090455000000000021 -0.10519499999999998 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 7 -6 8 10 18 20 19 28 23 -15 29 -17 -18 -5 -4 22 -22 -1 24 -14 -20 -26 -9 -12 -3
right_child=1 2 11 9 6 -7 -8 27 -10 -11 12 -13 13 14 -16 16 17 -19 25 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.001328563940851322 0.0012565950168175594 0.00061634796045405456 0.00036225485845845981 0.0013066057329517218 0.0011299662757452578 0.00081375835396915058 0.00066937651094870962 0.0016209219099760724 0.00075162470998132926 0.00074169495425284438 0.001468323411375349 0.00079172220572483942 0.0012893015135413608 0.00072429002397784992 0.0011719420024082852 0.00093013117408134683 0.00073080922540338499 0.00033512075495559213 0.0008135710409618316 6.6880490000022704e-05 0.0012655022744887357 0.00087049141522743895 0.0010016970927148219 0.00099448862742318954 0.0012297687254535586 0.0011533746107376833 0.0011238564070930785 0.0013782191810370375 0.001234908679197001 0.00043785383126082291
leaf_weight=840 76 121 136 27 86 39 40 49 20 60 45 22 159 25 26 42 72 20 22 22 478 21 23 34 263 22 197 37 43 54
leaf_count=840 76 121 136 27 86 39 40 49 20 60 45 22 159 25 26 42 72 20 22 22 478 21 23 34 263 22 197 37 43 54
internal_value=0 0.000700749 0.000632059 0.00124027 0.000736921 0.00125742 0.000983747 0.00126507 0.00125513 0.000939335 0.0012598 0.000378644 0.00120125 0.00118213 0.000952505 0.000636273 0.000734225 0.00064479 0.00110635 0.000321127 0.00129385 0.00124888 0.00131985 0.00120006 0.00121135 0.000983473 0.00118441 0.0015165 0.00135427 0.00056127
internal_weight=0 691 615 2430 435 2299 126 2260 2174 131 2154 180 792 704 51 309 134 92 71 158 1362 499 863 653 619 44 460 86 88 175
internal_count=3121 691 615 2430 435 2299 126 2260 2174 131 2154 180 792 704 51 309 134 92 71 158 1362 499 863 653 619 44 460 86 88 175
is_linear=0
shrinkage=0.00196078


Tree=3814
num_leaves=31
num_cat=0
split_feature=1 52 3 2 4 11 52 160 48 15 14 16 15 41 12 50 42 0 4 4 132 13 12 401 1 1 51 51 0 51
split_gain=2.29955 0.483543 0.315756 0.21004 0.218523 0.197233 0.1944 0.187454 0.154491 0.195673 0.212728 0.255751 0.190537 0.146809 0.134465 0.132483 0.131138 0.125225 0.177861 0.150825 0.117489 0.141889 0.150553 0.119502 0.117434 0.226067 0.165542 0.16392 0.151662 0.168876
threshold=0.10337500000000001 -0.40967499999999996 0.31534000000000006 0.097070000000000004 0.27044500000000005 1.0000000180025095e-35 0.19022000000000003 -0.085579999999999976 0.15068000000000001 -0.24436499999999997 -0.46166999999999997 -0.4179199999999999 -0.14809499999999998 0.079300000000000009 -0.42850999999999995 -0.25070499999999996 0.099760000000000015 -0.019414999999999998 -0.033174999999999989 0.0082450000000000006 0.10240500000000001 -0.23438999999999996 -0.086254999999999984 1.0000000180025095e-35 0.080270000000000022 0.083835000000000007 0.0038750000000000004 0.093135000000000009 -0.14454499999999995 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 24 8 -7 9 10 -3 -12 -11 -9 -4 -14 -13 18 -17 -20 21 -5 -23 -24 28 -26 -27 -28 -1 -30
right_child=1 2 14 20 -6 7 -8 13 -10 12 11 16 15 -15 -16 17 -18 -19 19 -21 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.023807090503119289 0.01496515110317061 0.010462349167093635 0.0064256875775754452 0.0048568480569520034 0.0047959688563077229 0.011249019894748927 0.013297475099097939 0.025749559852099698 -0.00092552432959729981 0.018663100581616163 0.0059389732106169112 -0.009559827153570951 0.015631554058442514 0.01585150455813045 -0.0014755910769703666 0.017830058560939506 0.0018917289329692722 0.0028774236351074207 0.0044606229164637625 0.010320543995901904 0.0073547274303181398 0.0079305492016849 0.01454778381384189 0.0092214904674465092 0.0041270492598414425 0.014748491883938683 0.005565646539478275 0.01534074389271374 0.015437950585700168 0.0081809615809823183
leaf_weight=21 87 50 35 20 21 20 60 43 22 20 81 20 24 23 56 20 20 42 75 106 38 45 406 47 24 457 42 29 1134 33
leaf_count=21 87 50 35 20 21 20 60 43 22 20 81 20 24 23 56 20 20 42 75 106 38 45 406 47 24 457 42 29 1134 33
internal_value=0 0.00797623 0.00701262 0.0144258 0.0149387 0.0150554 0.00793092 0.0197302 0.0072601 0.00765329 0.00497551 0.00270822 0.00924877 0.0223002 0.00156336 0.00854358 -0.00383405 0.00784353 0.00888122 0.0078924 0.0127218 0.0131155 0.0134472 0.0139952 0.0148243 0.0136191 0.0140506 0.00955829 0.0153843 0.0152327
internal_weight=0 718 631 2403 1847 1826 540 86 480 458 171 121 287 66 91 267 40 243 201 181 556 518 498 453 1740 552 528 71 1188 1167
internal_count=3121 718 631 2403 1847 1826 540 86 480 458 171 121 287 66 91 267 40 243 201 181 556 518 498 453 1740 552 528 71 1188 1167
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 2 1 2 47 14 2 4 11 1 4 1 47 0 3 43 2 1 4 4 48 3 51 484
split_gain=56.8271 9.10771 5.94221 5.06788 3.33708 3.16586 1.93852 1.6675 1.6021 1.59037 1.53981 1.21715 1.18738 0.769615 0.596651 0.624285 1.11177 0.542356 0.483829 0.454206 0.409257 0.370831 0.349416 0.341043 0.339372 0.331533 0.320014 0.309965 0.322623 0.773587
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.40124500000000002 0.089775000000000008 0.09253500000000002 0.11474000000000002 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.091195000000000012 0.10648500000000001 -0.026509999999999995 -0.017889999999999996 -0.14792499999999997 0.098630000000000009 0.093100000000000002 -0.0070899999999999991 -0.036839999999999991 0.081805000000000017 0.090900000000000009 -0.086719999999999978 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 5 4 6 18 7 11 -5 24 12 17 13 -4 15 22 -17 27 -3 -6 -15 -16 -9 -23 -7 -2 -10 28 29 -1
right_child=1 2 10 8 19 9 -8 14 26 -11 -12 -13 -14 20 21 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013196684355657406 0.0013414864516725728 0.00053921741180523643 0.00060323527407757057 0.001148734172116514 0.00095870691565746926 0.0013388738001372412 0.00071936506333645264 0.0012499660689222222 0.00041568180687689022 0.0005482208689832999 0.00069925018350970776 0.0015977308168962732 8.8802428151892e-05 0.00045898069848377863 0.00114668080257991 0.0013011019927363437 0.00077690381348049608 0.0012209919285288151 0.00083384881696962063 0.00057590074589978872 0.00019349185327762955 0.001658896597869256 0.0011643767478689687 0.0013478031867191571 0.0010465869674829542 0.0010611251142679475 0.00071589891708337492 0.001151151673904821 0.0013439005043889476 0.00088097999529803501
leaf_weight=68 50 200 39 34 22 21 24 426 20 24 34 59 99 33 21 28 35 220 24 26 69 20 322 42 56 24 43 37 981 20
leaf_count=68 50 200 39 34 22 21 24 426 20 24 34 59 99 33 21 28 35 220 24 26 69 20 322 42 56 24 43 37 981 20
internal_value=0 0.000601589 0.000521415 0.00124493 0.00126305 0.000700733 0.00127372 0.00127955 0.000805714 0.000988936 0.000308721 0.00132217 0.000253395 0.000368961 0.00121354 0.00119733 0.00100988 0.00130991 0.000570785 0.000751354 0.000279385 0.00137188 0.00121312 0.00144816 0.0011263 0.00125056 0.000620592 0.00132759 0.0013337 0.00121997
internal_weight=0 673 599 2448 2351 325 2303 2279 97 101 274 1385 240 141 894 811 63 1326 224 48 102 83 748 62 77 74 63 1106 1069 88
internal_count=3121 673 599 2448 2351 325 2303 2279 97 101 274 1385 240 141 894 811 63 1326 224 48 102 83 748 62 77 74 63 1106 1069 88
is_linear=0
shrinkage=0.00196078


Tree=3816
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 2 3 1447 4 15 2 157 159 2 1 2 16 12 0 52 133 12 42 42 49 0 34 0 0 13
split_gain=2.16185 0.456271 0.269695 0.205018 0.199915 0.181425 0.266405 0.161244 0.140127 0.147425 0.130787 0.126926 0.129836 0.172482 0.138789 0.252853 0.181796 0.137422 0.144927 0.135332 0.129625 0.151917 0.147597 0.183786 0.159276 0.142311 0.120046 0.160575 0.113259 0.111366
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 0.40124500000000002 0.090425000000000019 1.0000000180025095e-35 -0.014944999999999998 -0.082954999999999987 0.42051500000000003 -0.41396999999999995 0.14753000000000002 -0.41266499999999995 0.082585000000000006 0.11728500000000001 0.087325000000000014 0.10644500000000001 -0.071854999999999988 0.13597000000000004 -0.12333499999999999 -0.14488499999999996 0.017095000000000003 0.10866500000000003 0.094365000000000018 -0.082179999999999989 0.091860000000000011 -0.046359999999999991 -0.038779999999999995 -0.036484999999999997 -0.04917499999999999 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 29 6 -2 -6 10 26 -3 -9 14 19 17 16 -16 18 -13 -14 21 22 23 24 -20 -25 -10 -28 -22 -1
right_child=1 8 -4 -5 7 -7 -8 11 9 -11 -12 12 13 -15 15 -17 -18 -19 20 -21 28 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.019359248095401089 0.013588701220833811 0.0089628373995717433 0.015793456416694454 0.0042444430209756818 0.019003113042563202 0.0068570035052041281 0.0027023195355598416 0.02019372239620203 -0.0014620721179606586 -0.0034963403024118054 0.0027243724531637366 0.020602870800278405 0.024022236764431 0.0064817806280916563 -0.0021934429487294477 0.016483240587533348 0.0086565275438763994 0.0052106744896333948 0.017786933329577249 0.015025908217363644 0.013044141138809088 0.016360923758624361 0.014447045783163049 0.0077597074333827431 0.0067260970413411522 -0.00081187411025166519 0.0035780445928685367 0.013824579052161426 0.019398216915226751 0.014509581120914307
leaf_weight=49 114 95 62 22 40 220 28 21 29 33 52 22 20 20 23 27 47 26 30 102 295 39 48 86 23 25 65 20 31 1407
leaf_count=49 114 95 62 22 40 220 28 21 29 33 52 22 20 20 23 27 47 26 30 102 295 39 48 86 23 25 65 20 31 1407
internal_value=0 0.00760019 0.00969932 0.0138536 0.0139424 0.00865557 0.0114421 0.0127928 0.00457286 0.00238969 0.00675603 0.0125121 0.0123254 0.0150896 0.0117818 0.00826242 0.00509154 0.012328 0.0126369 0.0165007 0.0123332 0.010625 0.00956983 0.00814235 0.0129869 0.00582917 0.00409355 0.00598899 0.0136484 0.0146728
internal_weight=0 718 424 2403 2381 362 142 925 294 147 147 885 864 142 722 97 70 625 599 122 577 251 212 164 53 111 114 85 326 1456
internal_count=3121 718 424 2403 2381 362 142 925 294 147 147 885 864 142 722 97 70 625 599 122 577 251 212 164 53 111 114 85 326 1456
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 14 2 49 4 1 40 52 1 2 1 1 1 0 52 47 0 13 4 15 1
split_gain=36.7076 6.07471 3.26273 2.52632 2.14335 1.93375 1.3837 1.27048 1.25891 1.15538 1.08771 0.817522 0.571365 0.51459 0.520587 0.512508 0.493223 0.462639 0.851099 0.426302 0.409709 0.383357 0.335621 0.322648 0.283973 0.283119 0.275298 0.282451 0.302848 0.261221
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.090425000000000019 -0.054984999999999992 -0.15464999999999998 0.13436000000000001 -0.077474999999999988 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.091195000000000012 0.16175000000000003 0.082005000000000008 -0.038659999999999993 -0.16675999999999999 0.090280000000000013 -0.026509999999999995 -0.079299999999999995 -0.012164999999999999 -0.12563999999999997 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 15 -8 10 -4 11 19 -2 -9 -15 -3 -13 21 -19 -1 -6 22 26 -12 -14 -7 -18 -28 -29 -5
right_child=1 4 9 29 20 25 7 13 -10 -11 23 16 24 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0012355014207908828 0.00078987195890933555 0.00054031623870097055 0.0011112120780221594 0.00074230223197861418 0.00033207218205878335 0.00096105849121343645 0.00093726757900301056 0.0008959076582801108 0.00074825710282216669 0.00066270678864436617 0.0011995417076875181 0.0013417254411057448 0.0012260118263576526 0.00060921118971800391 0.00031345377871651705 0.00025372108118105482 0.0012134042323338125 0.00063568680346304295 0.001121820142261343 0.0011413324859039775 2.3095609914132303e-05 0.0014060557695552637 0.00099827814516433282 0.0014843363464328138 0.0010358705574057014 0.00065882892866210162 0.0011719278107572922 0.0012749785605598897 0.001045194647435161 0.00052204808433973008
leaf_weight=1156 23 47 34 47 77 22 54 20 24 63 20 45 58 150 27 49 188 20 45 220 21 21 61 65 63 26 226 25 187 37
leaf_count=1156 23 47 34 47 77 22 54 20 24 63 20 45 58 150 27 49 188 20 45 220 21 21 61 65 63 26 226 25 187 37
internal_value=0 0.00065527 0.00117233 0.000915524 0.000521927 0.00118687 0.000594244 0.000670819 0.00119499 0.000819915 0.00119969 0.00119126 0.00107316 0.000597782 0.000564096 0.000394033 0.00114217 0.00113056 0.000972241 0.00122045 0.000265863 0.00114509 0.00113711 0.00141733 0.00112701 0.000797351 0.00115064 0.0011237 0.00107229 0.000645286
internal_weight=0 673 2448 228 445 2351 347 251 2303 97 2279 2194 144 197 177 96 818 773 65 1376 98 708 687 85 121 48 626 438 212 84
internal_count=3121 673 2448 228 445 2351 347 251 2303 97 2279 2194 144 197 177 96 818 773 65 1376 98 708 687 85 121 48 626 438 212 84
is_linear=0
shrinkage=0.00196078


Tree=3818
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 2 52 15 41 1209 43 3 132 4 1375 2 42 2 4 15 43 14 124 157 2 49 1447 1447 3 159
split_gain=1.97516 0.474859 0.285935 0.195101 0.187322 0.176141 0.15924 0.156805 0.246424 0.192472 0.143315 0.165721 0.146116 0.16487 0.137392 0.136664 0.166318 0.153318 0.2249 0.135163 0.195278 0.169999 0.157309 0.154667 0.133982 0.133628 0.133615 0.161823 0.131601 0.147753
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.14753000000000002 0.13404500000000005 0.12492500000000002 0.040760000000000005 0.075585000000000013 0.091045000000000001 -0.51144999999999985 -0.079594999999999985 0.086775000000000005 -0.50262499999999988 -0.068444999999999992 0.10803500000000001 0.094010000000000024 0.079055000000000014 -0.011209999999999999 -0.24436499999999997 0.022390000000000004 -0.47013499999999991 -0.076164999999999983 -0.071119999999999989 0.090545000000000014 0.09517500000000001 -0.086059999999999984 -0.085024999999999989 0.10893000000000001 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 7 19 9 26 10 -1 12 13 -12 -13 17 -17 18 -16 21 23 -5 -23 -21 25 -19 -9 -28 29 -26
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 14 -14 -15 15 16 -18 24 -20 20 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0050554660859273536 0.013881763493112638 0.015576496401003429 0.0017107851518480815 0.011826351314783096 0.0018905210286556257 0.0074198894734893526 0.01221213393511056 0.019724394840886818 0.021961772356682074 0.0034342244563793597 0.023239338899119982 0.0037410993395107133 0.0094737409760007676 0.014221409611698608 -0.00029045017901808024 0.0033075648271856275 0.012555069462311023 0.01836938473238978 0.011793316375123644 -0.00015529726321498555 0.017746651060879231 -0.0034871829417534176 0.0049896903464792157 0.0082808820328310797 0.0099748817728706526 0.0092945640720427034 0.0051446328782254747 0.014016869662956184 0.020033063632436097 0.016463608371660762
leaf_weight=23 102 28 103 25 63 49 67 40 41 22 21 21 63 586 20 37 41 86 67 24 20 30 81 230 148 20 21 976 20 46
leaf_count=23 102 28 103 25 63 49 67 40 41 22 21 21 63 586 20 37 41 86 67 24 20 30 81 230 148 20 21 976 20 46
internal_value=0 0.00752474 0.0065584 0.00743746 0.00701543 0.0133526 0.00769231 0.013479 0.014358 0.012703 0.0128731 0.013026 0.0140576 0.0145334 0.01166 0.0120029 0.00816843 0.0127378 0.00901544 0.0069537 0.00823288 0.00437653 0.00269864 0.00748376 0.0137498 0.0166572 0.0140574 0.01383 0.0123097 0.0115134
internal_weight=0 773 671 568 540 2348 477 2299 1078 1221 1199 1176 670 607 506 485 78 407 87 410 274 136 111 254 320 106 1037 997 214 194
internal_count=3121 773 671 568 540 2348 477 2299 1078 1221 1199 1176 670 607 506 485 78 407 87 410 274 136 111 254 320 106 1037 997 214 194
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 1 2 4 0 49 1 1 4 12 4 150 3 43 1 159 4 150 2 0 4 1 4
split_gain=54.2786 8.84635 4.34959 3.71304 2.82078 2.64726 1.88165 1.42963 1.36225 1.35739 1.05048 0.856832 1.39712 1.00588 0.855127 0.814719 0.72038 0.664702 0.648997 0.593641 0.636942 0.528484 0.525553 0.455097 0.444062 0.610882 0.443808 0.540272 0.421025 0.397751
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.14122000000000004 0.077845000000000011 0.17025000000000004 -0.059649999999999988 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.122715 0.0061450000000000003 0.088245000000000004 -0.51843499999999987 1.0000000180025095e-35 0.30112000000000005 -0.025214999999999998 0.15964000000000003 0.082585000000000006 -0.14098499999999997 1.0000000180025095e-35 0.11263500000000001 -0.077429999999999985 -0.17966999999999997 0.11910500000000002 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 22 6 11 18 -4 10 -6 12 13 -1 -2 16 17 -13 -7 20 -12 -11 24 -18 25 -3 -19 -28 -5 -22
right_child=1 4 8 28 9 7 -8 -9 -10 21 19 15 -14 -15 -16 -17 23 26 -20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014481666718963587 0.0013869924839500271 0.00116586378600751 0.0013925585540987195 0.00091555228283567429 0.00096130785239062543 0.0013745453708844634 0.0017868797895493769 0.00097101083295246104 0.00087976711504447183 0.0003983640461076611 0.00051541766004856442 0.0018814381264171012 0.0016738979889899075 0.0010762395469022426 0.0010102206877633637 0.0013168820538199863 0.0012158448273449942 0.0015416124160047295 0.0010756833061235014 0.00039466208756884649 0.0009679862652339187 -1.3122035363944722e-05 0.00064961778920747423 0.0014623475425230808 0.00078597006454966432 0.00077873877801147161 0.0015318081246940322 0.0011602904515025749 0.00063592889717576219 0.0006215972944407206
leaf_weight=47 115 42 28 47 26 406 76 41 69 30 87 21 35 69 29 104 30 714 30 69 25 20 38 717 57 25 34 27 37 26
leaf_count=47 115 42 28 47 26 406 76 41 69 30 87 21 35 69 29 104 30 714 30 69 25 20 38 717 57 25 34 27 37 26
internal_value=0 0.000805941 0.00143469 0.00112 0.000645027 0.00145148 0.00148467 0.00132106 0.00102779 0.000526914 0.000589821 0.0014719 0.00133054 0.00122693 0.00131111 0.00148486 0.00149618 0.00153722 0.00135398 0.00054316 0.00061741 0.00023377 0.000851361 0.00145245 0.000913186 0.00102141 0.0015279 0.00136737 0.000792385 0.000791396
internal_weight=0 673 2448 228 445 2351 1874 477 97 283 233 1798 151 116 144 1647 1543 796 436 207 138 50 162 747 124 67 775 61 84 51
internal_count=3121 673 2448 228 445 2351 1874 477 97 283 233 1798 151 116 144 1647 1543 796 436 207 138 50 162 747 124 67 775 61 84 51
is_linear=0
shrinkage=0.00196078


Tree=3820
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 14 2 4 49 50 2 11 1 1 1 1 52 1 15 15 4 11 457 12 4
split_gain=85.4213 13.4896 7.37472 6.37292 4.2346 3.68201 3.12956 3.1181 2.58977 2.36457 2.35892 1.84018 1.28563 1.05749 0.98849 0.956416 0.817042 0.77783 0.75069 0.635467 0.633529 0.567863 0.541881 0.540206 0.506458 0.461969 0.442774 0.430358 1.00261 0.615978
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 -1.0000000180025095e-35 0.092845000000000025 0.10613000000000002 0.062655000000000016 0.089775000000000008 -0.062539999999999984 -0.054984999999999992 0.041865000000000006 0.094835000000000017 1.0000000180025095e-35 0.12000500000000001 0.086920000000000011 0.12408500000000001 0.13075500000000004 -0.56176499999999996 0.15964000000000003 -0.090344999999999995 -0.059484999999999989 0.00063500000000000004 0.084680000000000019 0.080930000000000016 0.086915000000000006 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 7 6 10 17 15 -9 11 18 -11 -2 22 -1 -12 -3 -4 -14 -5 -13 23 -6 -17 -20 -15 29 -29 -23
right_child=1 4 5 20 14 -7 -8 9 -10 12 16 21 19 26 -16 24 -18 -19 25 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015139594110621124 0.00087596481524642876 0.0004982187206936039 0.0015207180358545816 0.00068947781997373678 0.00021199026937665196 0.00070533677823223493 0.00088943280202747005 0.0010158251861692659 0.00069708222671462008 0.0009939380840077968 0.0014901645909034436 0.0015865723434876253 0.00056143136062732372 0.0012604780490129198 0.00042723499879038712 0.0012301826944538191 0.0019008924062150754 0.00011743776384985657 0.0014471408600935575 0.00028119874638996592 0.00031253839911454741 0.0014044298683692485 -0.0002667063304111171 -0.00017954026385411326 0.00083850283979200848 0.0012616184639781282 0.0015243630147310277 0.00089780834527820148 0.0014707044516479675 0.001274884074527528
leaf_weight=28 23 30 917 60 42 26 38 54 66 22 27 45 120 87 26 30 60 66 335 42 24 557 23 20 22 61 34 24 23 189
leaf_count=28 23 30 917 60 42 26 38 54 66 22 27 45 120 87 26 30 60 66 335 42 24 557 23 20 22 61 34 24 23 189
internal_value=0 0.000623171 0.00141193 0.00101099 0.000424466 0.00143904 0.00144742 0.000534733 0.000984595 0.000655056 0.00145689 0.00144409 0.000549178 0.00126137 9.26725e-05 0.00122179 0.00177343 0.000236432 0.00148991 0.000488778 0.000581781 0.0013723 -9.66423e-06 8.56901e-05 0.00106447 0.00141856 0.00133463 0.00136014 0.00117816 0.00137161
internal_weight=0 673 2448 228 445 2302 2276 334 146 238 2238 2151 184 144 111 80 87 96 1313 162 84 838 85 62 52 396 121 793 47 746
internal_count=3121 673 2448 228 445 2302 2276 334 146 238 2238 2151 184 144 111 80 87 96 1313 162 84 838 85 62 52 396 121 793 47 746
is_linear=0
shrinkage=0.00196078


Tree=3821
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 11 2 159 2 4 12 2 132 3 43 159 0 160 2 1 158 15 0 47 11 4
split_gain=39.2743 6.33743 3.88118 3.33169 2.22957 2.00836 1.48138 1.30175 1.19788 1.18111 1.22005 1.12545 0.880752 0.735911 0.646183 0.603984 0.568492 0.49692 0.619376 0.491433 0.535495 0.509707 0.485585 0.445927 0.431235 0.37839 0.374906 0.371117 0.352156 0.335879
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.11474000000000002 1.0000000180025095e-35 0.089775000000000008 -1.0000000180025095e-35 0.14753000000000002 0.40945500000000007 0.09320500000000001 0.094835000000000017 0.08764000000000001 -0.11171999999999999 -0.095049999999999982 0.0089800000000000019 -0.096374999999999975 -0.089744999999999978 0.31358000000000003 0.086920000000000011 0.096590000000000023 -0.086849999999999997 -0.23091999999999999 0.090100000000000013 0.080150000000000013 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 27 6 9 15 29 10 23 -4 13 -13 28 -1 22 18 -12 20 21 -19 -14 26 -21 -17 -5 -3 -11 -6
right_child=1 2 11 5 8 -7 -8 -9 -10 14 17 12 16 -15 -16 25 -18 19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013462497525445298 0.0012215136557770078 0.00061728474511909518 0.00082950481125132534 0.0015599231392729516 0.0013403584156185388 0.00069134216980382146 0.00085550871340344563 0.00073218075947586742 0.00061151906466849933 0.0016596963023228402 0.0012684723194323333 0.00068042408711609516 0.00026562187396099462 0.0003951936449895132 0.0012481247918300206 0.0011893100832022871 0.00053017118112658028 0.0012585886553222057 0.0008359193422828986 0.0013807168121748817 0.0011910959506101701 0.00095304105512776678 -9.5880938438223855e-05 0.0012154655889280146 0.0011020780758248382 0.00084337933633445866 0.0012884890431289081 0.00083953853752442571 0.0014121813608475977 0.0010443398389829641
leaf_weight=26 74 192 26 20 20 26 38 69 23 39 20 52 50 105 54 20 21 29 35 81 514 76 20 393 29 31 897 34 51 56
leaf_count=26 74 192 26 20 20 26 38 69 23 39 20 52 50 105 54 20 21 29 35 81 514 76 20 393 29 31 897 34 51 56
internal_value=0 0.000680166 0.000613288 0.001215 0.00075821 0.00123322 0.00123941 0.000927767 0.00100359 0.00124592 0.00123411 0.000441393 0.000400703 0.000489665 0.0014177 0.00110303 0.000247221 0.00117293 0.000993211 0.00118649 0.00116503 0.00103743 0.000162335 0.00127073 0.00130726 0.000979038 0.00129441 0.000650721 0.00151944 0.00112224
internal_weight=0 673 599 2448 325 2302 2276 146 99 2238 2094 274 248 157 144 77 91 784 55 729 619 105 70 1310 110 51 917 226 90 76
internal_count=3121 673 599 2448 325 2302 2276 146 99 2238 2094 274 248 157 144 77 91 784 55 729 619 105 70 1310 110 51 917 226 90 76
is_linear=0
shrinkage=0.00196078


Tree=3822
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 12 2 2 4 2 12 14 49 4 15 50 47 1 11 15 1 4 1 0 2 39 1 49
split_gain=51.4122 6.58478 5.36449 3.31982 3.25146 2.84303 2.09046 1.96457 1.83113 1.68812 1.02445 1.01696 0.851093 0.801608 0.688814 0.649657 0.608505 0.595796 0.593373 0.581657 0.55482 0.540087 0.536097 0.530365 0.488335 0.479395 0.469504 0.463623 0.430191 0.554158
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -0.16363499999999997 0.090455000000000021 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.13597000000000004 0.076175000000000007 -0.012034999999999999 -0.04890499999999999 -0.15026499999999995 0.041865000000000006 0.091680000000000011 0.12408500000000001 0.080455000000000013 -0.41942499999999994 0.12000500000000001 -0.15464999999999998 0.12958500000000003 -0.11173999999999999 0.090175000000000019 0.08733500000000001 0.10089500000000001 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 11 8 -6 13 22 24 12 16 20 25 -2 -11 -1 21 28 -17 23 -7 -3 -9 -10 -4 -25 -23 29 -8
right_child=1 5 7 -5 6 17 18 10 9 15 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 27 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0014993973339305204 0.00072548008505620213 0.00050556839328088797 0.0010798801831988167 0.00052007734705212811 0.0012512926585444501 0.00023075193402869343 0.00094427338515231816 0.00092504998827292243 0.0011419149636956671 0.00083480305641013032 0.0010154761059125638 0.00073100840656249494 0.0008543454352426239 0.0015278293312116758 0.0011269758455455304 0.00054395850350686347 0.0011400089455194759 0.00038193305882880147 0.00093713106904449832 0.00028791142436391067 0.0013669538992776798 -0.00030777330835050535 0.00016335653063945753 0.0012481310056668459 0.00071857732556322035 0.0012726889725925075 0.0011425637519366979 8.5925070453248204e-05 0.00053509461514911487 0.00054453383565095125
leaf_weight=20 20 24 52 74 31 29 30 30 22 20 169 22 29 46 92 103 192 23 31 51 67 23 66 303 20 1065 348 23 72 24
leaf_count=20 20 24 52 74 31 29 30 30 22 20 169 22 29 46 92 103 192 23 31 51 67 23 66 303 20 1065 348 23 72 24
internal_value=0 0.000537063 0.00117981 0.00084235 0.000978002 0.00039651 0.000785984 0.00122019 0.000489595 0.000587504 0.00115383 0.00113227 0.00118392 0.00127416 0.00105528 0.000502341 0.00117391 0.000105855 0.000694108 0.000459164 0.0011967 2.11906e-05 0.000254613 0.00117995 0.000940326 0.00126371 0.0011917 -0.000110924 0.000634316 0.000766611
internal_weight=0 590 2531 186 422 404 188 2109 306 216 946 234 777 1163 112 174 212 98 157 154 748 75 90 681 42 1117 651 46 126 54
internal_count=3121 590 2531 186 422 404 188 2109 306 216 946 234 777 1163 112 174 212 98 157 154 748 75 90 681 42 1117 651 46 126 54
is_linear=0
shrinkage=0.00196078


Tree=3823
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 4 14 123 45 0 1 4 160 16 50 0 11 15 15 51 13 0 1453 1447 42 16 1213 4 46 475
split_gain=2.81786 0.656049 0.381672 0.257889 0.21328 0.19381 0.184727 0.221056 0.160578 0.21608 0.268017 0.198605 0.188063 0.150577 0.145328 0.143956 0.147051 0.131972 0.128913 0.127305 0.199128 0.145513 0.136201 0.248047 0.165089 0.132789 0.138371 0.127153 0.12605 0.124634
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 1.0000000180025095e-35 0.13404500000000005 -0.013125 0.062655000000000016 1.0000000180025095e-35 0.081955000000000014 -0.13455999999999999 0.085605000000000014 0.022185000000000003 0.085130000000000011 -0.10850999999999998 -0.14320999999999998 -0.13027499999999997 0.093970000000000012 -0.077844999999999984 -0.095244999999999982 0.11144500000000002 -0.0021749999999999994 -0.085669999999999982 -0.064249999999999988 -0.082869999999999985 0.088295000000000012 0.013515000000000001 0.104315 0.066685000000000008 0.083550000000000013 -0.091889999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 28 6 -5 7 8 9 10 -1 19 -12 27 -15 -7 -17 -9 -16 21 -21 25 -23 24 -24 26 -11 -13 -3 -25
right_child=1 2 -4 5 -6 15 -8 17 -10 11 12 13 -14 14 18 16 -18 -19 -20 20 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.017076934612400476 0.016235981817475941 0.0069883346854748007 0.0033658887510682692 0.018876720286373581 0.00919661196459522 0.0026806092215701941 0.020330812467858617 0.013704499407695274 0.02435907034034079 0.018809271994922147 0.00053649210129623059 0.021623764365150629 0.012452233204833019 0.015457522444336153 0.0129513178621569 0.014004084073530976 0.0050792402956479545 0.0046095725644759288 0.004491733746646449 0.016258476794912265 0.0070686283798233884 0.0097035675391773969 0.027874350056437583 0.021271355592180047 0.016785505693405867 0.012000377146261079 0.011798461197565 0.013999644847703167 0.015162772703915833 0.015582233746997451
leaf_weight=42 102 332 160 35 49 20 89 39 22 457 27 28 26 41 31 80 24 27 43 65 37 34 29 40 25 35 30 100 20 1032
leaf_count=42 102 332 160 35 49 20 89 39 22 457 27 28 26 41 31 80 24 27 43 65 37 34 29 40 25 35 30 100 20 1032
internal_value=0 0.00876393 0.00762809 0.00896264 0.0157249 0.0123052 0.015864 0.0156841 0.0158596 0.0157715 0.0111103 0.0159899 0.00638195 0.0133079 0.0106817 0.0104503 0.0119445 0.00998385 0.00803561 0.0163553 0.0129249 0.0165633 0.0159393 0.0161276 0.0227406 0.0179498 0.0183774 0.0156674 0.00745279 0.0157945
internal_weight=0 773 671 511 2348 159 2299 2210 2144 2122 95 2027 53 243 115 124 104 66 74 1784 102 1682 1160 1126 54 522 487 128 352 1072
internal_count=3121 773 671 511 2348 159 2299 2210 2144 2122 95 2027 53 243 115 124 104 66 74 1784 102 1682 1160 1126 54 522 487 128 352 1072
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 2 1 1 14 1 52 457 1 49 0 15 147 43 0 11 13 4 52 4 0 3 47
split_gain=30.617 3.55405 3.31395 2.53298 1.9036 1.48842 1.43002 1.08106 1.06524 0.8801 0.618788 0.535201 0.511662 0.488285 0.482899 1.60948 0.398351 0.356248 0.372438 0.352892 0.341065 0.304788 0.433746 0.383887 0.372181 0.286557 0.278985 0.56822 0.375112 0.277211
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.082585000000000006 0.089775000000000008 0.077845000000000011 0.090540000000000023 0.062655000000000016 0.16175000000000003 -0.56176499999999996 0.080930000000000016 0.084525000000000003 -0.012034999999999999 -0.073309999999999986 0.092145000000000019 0.088610000000000008 -0.079914999999999986 0.18019500000000002 1.0000000180025095e-35 -0.10664 -0.0073899999999999999 0.40674500000000008 -0.39518999999999993 -0.070154999999999981 0.086245000000000016 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 8 19 29 10 -4 11 25 -8 -10 21 -16 -2 -12 -19 -3 -11 22 23 -15 -25 26 -1 28 -28 -5
right_child=1 6 9 7 -6 -7 12 -9 13 20 17 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013433307576246288 0.00070636534935557369 0.00060979041293086043 0.0010410924862120665 0.00059389377374313734 0.00068745337053321802 0.00072418462550993574 0.00033806320313170638 0.00036269730442481276 0.0012324429433785938 0.00071456438503448162 0.0010856825956213774 0.0013368014659424306 3.0980995180560089e-05 0.00085350189820613729 0.0011280846380281682 0.00041902207933804564 0.0010116906346751651 0.00071057972171196116 0.0010441615744002026 0.00033280450422890713 0.00042978323159370828 0.00081106219659833341 0.0012123148030325492 0.0010926857750369783 0.001001752720351236 0.00094924682036501349 0.0011573353239067682 0.00083323228778898605 0.00089248799937181552 0.00077094362824167001
leaf_weight=28 20 112 28 68 45 41 126 58 53 61 209 59 25 39 32 20 92 22 31 21 22 20 63 400 305 28 982 22 21 68
leaf_count=28 20 112 28 68 45 41 126 58 53 61 209 59 25 39 32 20 92 22 31 21 22 20 63 400 305 28 982 22 21 68
internal_value=0 0.00057577 0.00107177 0.00072238 0.00108697 0.00109454 0.000417802 0.000586832 0.00110105 0.000740489 0.0011352 0.00115495 0.000287222 0.00104967 0.00103865 0.000855368 0.000957168 0.00104927 0.000905694 0.000566056 0.00063908 0.00105017 0.0010561 0.00104287 0.00105335 0.00114502 0.00115023 0.00114495 0.00115179 0.000682419
internal_weight=0 590 2531 306 2420 2375 284 194 2334 111 1402 1140 151 932 879 52 112 262 53 133 83 827 807 744 705 1081 1053 1025 1003 136
internal_count=3121 590 2531 306 2420 2375 284 194 2334 111 1402 1140 151 932 879 52 112 262 53 133 83 827 807 744 705 1081 1053 1025 1003 136
is_linear=0
shrinkage=0.00196078


Tree=3825
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 1 2 1 2 34 11 4 457 1 3 475 475 16 0 43 43 2 131 2 48 15 0
split_gain=34.6722 4.3115 3.49577 2.62612 2.2154 1.73693 1.50576 1.1489 1.09207 0.951663 0.87474 0.872572 0.964509 0.622193 0.611702 0.586583 1.08807 0.587162 0.490573 0.505745 0.489814 0.465231 0.450312 0.415632 0.775478 0.395835 0.599004 0.375157 0.368938 0.354351
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.40124500000000002 0.077845000000000011 0.091265000000000013 0.090540000000000023 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.080930000000000016 0.084525000000000003 -0.14186499999999996 -0.088274999999999978 -0.10344499999999998 -0.040964999999999994 -0.066689999999999985 -0.079914999999999986 -0.08076499999999999 0.11362000000000001 0.082750000000000004 0.31358000000000003 0.083685000000000009 -0.43375999999999998 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 5 9 11 -5 -4 10 13 12 -3 18 -14 17 -17 -11 19 -1 -8 -12 -10 27 -25 26 -13 -2 -16 -19
right_child=1 6 8 7 -6 -7 20 -9 22 15 21 25 14 -15 28 16 -18 29 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012136450613023631 0.00029183280946431205 0.00023226709432761978 0.0011302268534314399 0.0011052768685098635 0.0007202361929098505 0.00075931819396325988 0.00055341675864867647 0.00065710771957348129 0.00076914640824268278 0.0012589482211804769 0.0011188606311433843 0.00026901198083635435 0.00078241042361629231 0.0014022054961941742 0.00063719474964152236 0.0011927980392891834 0.00058285402741661688 0.0011127278691762379 0.0012142281359520512 0.00078331590825770085 0.00095384519827229522 0.00083259249644755727 0.00044191940148060542 0.00089802571114093531 0.00057807105882679585 0.00047617828991611071 -0.00012538862652054021 0.00065544801015479887 0.00033574568381149048 0.0008910435480471798
leaf_weight=21 24 45 28 91 45 41 23 29 61 108 241 57 36 66 27 23 22 629 1150 21 24 24 22 42 95 20 20 20 37 29
leaf_count=21 24 45 28 91 45 41 23 29 61 108 241 57 36 66 27 23 22 629 1150 21 24 24 22 42 95 20 20 20 37 29
internal_value=0 0.000607795 0.00113563 0.000772037 0.00115123 0.0011594 0.000436734 0.000996969 0.000795374 0.00116643 0.00119532 0.00037436 0.00047066 0.00121689 0.000577936 0.00111217 0.000894603 0.00112495 0.00120663 0.00099848 0.000757891 0.00109293 0.000682412 0.00062291 0.000676159 0.000230407 0.00016657 0.000457112 0.00046292 0.00110296
internal_weight=0 590 2531 301 2420 2375 289 120 111 2334 1523 242 145 1258 100 811 45 766 1192 42 47 265 83 181 137 97 77 44 64 658
internal_count=3121 590 2531 301 2420 2375 289 120 111 2334 1523 242 145 1258 100 811 45 766 1192 42 47 265 83 181 137 97 77 44 64 658
is_linear=0
shrinkage=0.00196078


Tree=3826
num_leaves=31
num_cat=0
split_feature=1 52 1 457 2 0 9 3 3 14 3 151 49 4 0 0 10 3 3 16 1 484 1456 50 133 16 1446 50 12 1212
split_gain=2.72474 0.632281 0.378097 0.274731 0.30744 0.213919 0.206484 0.196767 0.287174 0.172845 0.189093 0.22775 0.209294 0.160319 0.152483 0.270998 0.204279 0.195295 0.18284 0.127979 0.114833 0.446903 0.188083 0.2161 0.288935 0.20932 0.18146 0.163738 0.14631 0.268199
threshold=0.10124500000000002 -0.40967499999999996 0.12408500000000001 0.079590000000000008 0.10252500000000002 0.22582000000000002 -1.0000000180025095e-35 0.0022600000000000003 0.11658 0.062655000000000016 -0.07359499999999998 0.050660000000000004 0.13087000000000001 -0.111605 -0.10474999999999998 -0.13027499999999997 -0.062879999999999978 0.31534000000000006 -0.11255999999999998 -0.0094449999999999968 0.077845000000000011 0.062030000000000009 -1.0000000180025095e-35 0.083090000000000011 -0.006494999999999999 -0.034884999999999992 0.081855000000000025 0.088895000000000016 0.083785000000000012 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 9 -3 -6 -9 10 20 12 -12 -4 15 17 -16 -15 -18 -5 28 22 -22 24 -24 -26 27 -25 29 -1
right_child=1 2 13 19 7 -7 -8 8 -10 -11 11 -13 -14 14 16 -17 18 -19 -20 -21 21 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.017370638954572571 0.016092458499855744 0.0064228203290930168 0.01228574740055662 0.0066893757488415174 0.0053117982706966113 0.005303979320451617 0.016306645216923044 0.021081683520848552 0.007857412696354843 0.020012280105592244 0.014802085781440722 0.0036996108513059362 0.0062036015652120122 0.010492672481470639 -0.0044727619391466888 0.017384333124694725 0.012925043129362166 -0.00097518255651900254 0.0025655525391820172 -0.0026080447295680643 0.024877987680956722 0.0016407837308943273 0.0015655158330564916 0.022522906004451216 0.0050539880768734622 0.015889728507225184 0.025896052126772703 0.014759870921196933 0.016201802193897979 0.029658558818957084
leaf_weight=78 102 26 26 57 102 20 113 24 52 89 502 21 30 27 35 21 20 33 115 20 20 25 23 32 22 94 20 180 1169 23
leaf_count=78 102 26 26 57 102 20 113 24 52 89 502 21 30 27 35 21 20 33 115 20 20 25 23 32 22 94 20 180 1169 23
internal_value=0 0.00875701 0.00764194 0.0096323 0.0109337 0.015602 0.0144579 0.00818174 0.0120335 0.0156904 0.0155186 0.013914 0.0143172 0.00481088 0.00403659 0.00760731 0.00233525 0.00418535 0.00410029 0.00427446 0.016045 0.014603 0.0154318 0.0149225 0.0118045 0.0138347 0.0167907 0.0159316 0.0165173 0.0201689
internal_weight=0 773 671 394 317 2348 139 178 76 2328 2239 553 532 277 251 81 170 60 135 77 1686 416 391 371 139 116 232 212 1270 101
internal_count=3121 773 671 394 317 2348 139 178 76 2328 2239 553 532 277 251 81 170 60 135 77 1686 416 391 371 139 116 232 212 1270 101
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=31
num_cat=0
split_feature=1 4 123 44 3 159 1 0 2 49 158 4 374 1 13 49 1 1 0 133 47 149 12 12 43 43 4 1 16 2
split_gain=2.20974 0.329693 0.286626 0.213655 0.254537 0.2123 0.204395 0.199272 0.195408 0.193987 0.160218 0.153754 0.138457 0.116007 0.119777 0.112795 0.108705 0.18772 0.129161 0.131302 0.108682 0.104225 0.103026 0.105668 0.223544 0.342129 0.208145 0.319173 0.152491 0.134557
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 0.04105000000000001 0.15471500000000002 -0.10836499999999999 0.15109000000000003 0.14321000000000003 0.089460000000000012 0.042705000000000007 1.0000000180025095e-35 0.092845000000000025 -0.0093149999999999986 -0.067649999999999988 0.083345000000000016 0.093400000000000025 -0.11991499999999998 -1.0000000180025095e-35 0.11939500000000002 0.07770500000000001 -0.086254999999999984 0.088245000000000004 0.10915000000000001 0.062770000000000006 -0.17966999999999997 0.093575000000000019 0.23311500000000004 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 8 9 21 -6 11 15 -7 22 13 -4 -15 -2 18 -18 19 -13 -17 -3 -1 24 25 26 28 29 -24 -28
right_child=1 6 12 -5 7 10 -8 -9 -10 -11 -12 16 -14 14 -16 20 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0073095859121531243 0.0077873920338849233 0.0046775455881557992 0.015418508835136891 0.022235219288737545 0.0010658236893100871 0.0023410294441597872 -0.0028079854155242043 0.012731012226140592 0.0042001440376043322 0.0021395331333306702 0.012468190823814699 0.013208017339929941 0.0018112518993968316 0.01164331359935041 0.0028808770396818338 0.015593712976922029 0.00058534593088552364 0.0116064884884776 0.012078195441423092 0.024078687680885197 0.009410924809275285 0.011623927615194892 0.025852403106788796 0.013814743078862483 0.024801792701085412 0.0043351726044483221 0.015018256042236812 0.0037664787843823436 0.016899444008819188 0.022777935624649023
leaf_weight=20 45 216 33 31 27 61 35 32 20 22 21 25 22 39 26 88 20 68 189 20 42 24 30 1025 24 29 787 25 52 23
leaf_count=20 45 216 33 31 27 61 35 32 20 22 21 25 22 39 26 88 20 68 189 20 42 24 30 1025 24 29 787 25 52 23
internal_value=0 0.00678824 0.0137521 0.0139861 0.0138803 0.00921019 0.00433107 0.00739271 0.0140427 0.0109899 0.00493457 0.0141269 0.00898042 0.0105898 0.00813834 0.0121025 0.0120978 0.00910168 0.0132246 0.0180394 0.0135962 0.00537218 0.0144511 0.0145227 0.0152709 0.0150291 0.0153672 0.0148951 0.0201749 0.0152386
internal_weight=0 554 2567 2447 2416 279 275 59 2357 197 82 2337 120 98 65 175 322 88 234 45 130 240 2015 1995 970 946 917 835 82 810
internal_count=3121 554 2567 2447 2416 279 275 59 2357 197 82 2337 120 98 65 175 322 88 234 45 130 240 2015 1995 970 946 917 835 82 810
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 43 2 1 2 14 4 1 52 16 52 49 11 1 4 1 43 3 43 12 2 1 151 3
split_gain=45.6734 8.62942 3.78012 3.19669 2.80374 2.20473 1.77826 1.67248 1.39436 1.17968 1.03208 0.929423 0.849148 0.731309 0.697371 0.64187 0.637544 0.654149 0.570593 0.70217 1.09241 0.514749 0.501301 0.434821 0.543174 0.527186 0.405348 0.401535 0.331821 0.329455
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 -0.025214999999999998 0.089775000000000008 0.09253500000000002 0.11177500000000001 0.062655000000000016 -0.029144999999999997 0.12205500000000001 0.048770000000000008 -0.008904999999999998 -0.53299999999999992 -0.054984999999999992 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090540000000000023 -0.14792499999999997 -0.11171999999999999 0.016310000000000002 0.090545000000000014 0.11411 0.10781 -0.085604999999999987 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 8 13 11 -4 27 21 -12 -3 -6 29 -2 -18 19 23 -21 -1 -20 24 -10 28 -5 -9 -25 -14
right_child=1 4 9 26 14 -7 -8 10 18 -11 12 -13 15 -15 -16 -17 17 -19 22 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013830250081026463 0.0014171785216759831 0.00064356150624706864 0.0012214847053524706 0.0009186551725991021 0.00013124050044620907 0.00090620339638097032 0.00079984794358655905 0.00077172061830174687 0.001281429249115017 0.00076828746005099696 0.0010458213277161122 0.0016161479583290494 0.00084761857128172523 0.00039358410750092542 0.00048605854713788734 0.00034552032862483545 0.00082410134020305815 0.001212944161219924 0.0011690242193381881 0.0013500384297691474 0.00083042540929230651 0.0012834836583899088 0.001519544271824105 0.0016083639334229863 0.00086971669127490633 0.0012521538065840951 0.00063438844828499165 0.0011134404911954179 0.0013438828427129661 0.00057418225150482327
leaf_weight=1081 43 89 34 30 57 48 24 20 28 63 20 59 32 91 34 27 21 80 21 28 35 245 62 20 22 471 54 39 207 36
leaf_count=1081 43 89 34 30 57 48 24 20 28 63 20 59 32 91 34 27 21 80 21 28 35 245 62 20 22 471 54 39 207 36
internal_value=0 0.000729711 0.00130647 0.0010399 0.000570783 0.00132212 0.00133079 0.000649694 0.00133638 0.00092714 0.000786773 0.00137535 0.000678607 0.000517184 0.00026381 0.000601299 0.00121722 0.0011321 0.00127601 0.00126017 0.00106136 0.00136463 0.00143086 0.00127691 0.00110028 0.00128956 0.000735912 0.000997603 0.00136719 0.000702858
internal_weight=0 673 2448 228 445 2351 2303 354 2279 97 174 1385 115 180 91 95 144 101 894 811 63 1326 83 748 50 698 84 59 227 68
internal_count=3121 673 2448 228 445 2351 2303 354 2279 97 174 1385 115 180 91 95 144 101 894 811 63 1326 83 748 50 698 84 59 227 68
is_linear=0
shrinkage=0.00196078


Tree=3829
num_leaves=31
num_cat=0
split_feature=1 3 39 123 4 44 3 2 0 13 2 4 42 43 13 1 4 43 2 11 11 48 4 0 2 160 1451 159 13 160
split_gain=2.04634 0.321218 0.292773 0.262803 0.214128 0.182319 0.227397 0.171572 0.169672 0.145772 0.143756 0.136975 0.129994 0.144563 0.11069 0.12027 0.1125 0.109989 0.105118 0.102996 0.125933 0.106852 0.218767 0.199609 0.209299 0.17794 0.148195 0.147039 0.142845 0.196864
threshold=0.10920500000000001 0.31534000000000006 0.087735000000000021 1.0000000180025095e-35 -0.036839999999999991 1.0000000180025095e-35 0.10893000000000001 0.15109000000000003 -0.10836499999999999 -0.47860499999999995 0.11362000000000001 0.042705000000000007 -0.076394999999999977 -0.079914999999999986 -0.066634999999999986 0.11588000000000001 0.061775000000000004 -0.025214999999999998 0.11728500000000001 0.097680000000000017 0.08976000000000002 0.092475000000000016 -0.50262499999999988 -0.060129999999999996 0.093175000000000022 -0.23686999999999997 0.089825000000000002 0.11361500000000001 -0.085384999999999975 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 18 6 7 11 -8 -3 14 19 -5 -14 15 -6 -16 -4 -2 20 21 22 -1 26 -25 -23 27 28 29 -24
right_child=1 9 17 12 10 -7 8 -9 -10 -11 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.019234277376686627 0.019681774272962853 0.0041830421877013333 0.0029461503398936027 0.015874128398441135 0.019629298555462259 0.021141213109536518 0.0014531820365745161 0.0043540415866300461 0.012217198568396271 -0.0041419949382543566 0.0060163024982745599 0.0117405109337975 0.0095520494428152844 0.0009718507769759055 0.0030693817469808794 0.010085271383004805 0.011342967686332054 0.0099602260368151802 0.010482003786803588 0.0071569084517911765 0.02069595161592588 0.0030735442626544022 0.020789798374660651 0.0014508100307506063 0.01201106920352151 0.012803687218959307 0.022562003721083915 0.0082680073694237285 0.0137213535577807 0.014874931706218661
leaf_weight=81 27 58 130 21 23 31 27 20 32 33 133 322 72 27 27 31 42 27 23 22 28 22 69 23 102 129 21 42 1171 305
leaf_count=81 27 58 130 21 23 31 27 20 32 33 133 322 72 27 27 31 42 27 23 22 28 22 69 23 102 129 21 42 1171 305
internal_value=0 0.00659551 0.00766303 0.0132969 0.00946424 0.013521 0.0134232 0.0135767 0.00729129 0.00116407 0.00829517 0.0136557 0.00872787 0.007212 0.0107593 0.0141503 0.00810548 0.00415239 0.0154499 0.0139617 0.0140368 0.0139419 0.0141547 0.0139173 0.010068 0.0113861 0.0142165 0.0141061 0.0142648 0.0159662
internal_weight=0 554 463 2567 306 2447 2416 2357 59 91 256 2337 120 99 123 54 69 157 50 2015 1993 1965 1814 1733 125 151 1608 1587 1545 374
internal_count=3121 554 463 2567 306 2447 2416 2357 59 91 256 2337 120 99 123 54 69 157 50 2015 1993 1965 1814 1733 125 151 1608 1587 1545 374
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 15 0 1 14 3 151 49 9 34 14 3 40 3 16 0 15 0 31 157 4 51 1 156 15 41
split_gain=1.68834 0.39527 0.300867 0.264917 0.188806 0.168829 0.170272 0.151423 0.140053 0.13746 0.153089 0.138999 0.127145 0.126017 0.149294 0.12699 0.176027 0.165088 0.157456 0.152918 0.123605 0.161134 0.123151 0.116283 0.369758 0.1125 0.10899 0.108451 0.29204 0.11463
threshold=0.10124500000000002 -0.39518999999999993 0.13622000000000004 1.0000000180025095e-35 0.22582000000000002 -0.042209999999999991 -0.062294999999999996 0.13869000000000004 0.062655000000000016 -0.072624999999999981 0.050660000000000004 0.14705000000000004 0.092235000000000011 -0.021334999999999996 -0.46166999999999997 0.076840000000000006 -0.0036699999999999992 0.11658 -0.082779999999999979 -0.14723999999999998 -0.18895499999999996 -0.14001499999999997 -0.077289999999999984 -0.077809999999999976 -0.14098499999999997 0.10614000000000001 0.13146500000000003 0.088305000000000008 -0.0079099999999999986 0.081560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 8 6 -4 -8 9 20 11 23 25 22 -15 16 19 -17 -18 -16 -1 -22 -3 24 -11 -5 -19 29 -29 -23
right_child=1 2 5 12 -6 -7 7 -9 -10 10 -12 -13 -14 14 15 17 18 26 -20 -21 21 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.019062864684082314 0.013593018504504402 0.0052877819124010524 0.0068930148900906768 0.010066740337654721 0.0025565155874937777 -0.0042146305020357815 0.0047416759463357596 -0.0053112175660850157 0.016204616893344466 0.015889456225559116 0.0021530398739196244 0.003304841322824359 0.0028790228046654239 0.01446323944679038 0.0014022015500813724 0.014333519931401938 0.0048715396473805114 0.0042422384035761479 -0.0069853533136968807 0.011286831773160136 0.0037735031385506901 0.012923960448430208 -0.0031849607712878241 0.011908547716442744 -0.0033396304259076717 0.017322988823056221 0.012527745803818109 0.012047208823400353 -0.00013786315297087032 0.005303582383785397
leaf_weight=29 78 42 82 147 20 31 31 29 89 20 20 22 21 22 29 31 21 77 24 34 21 1518 29 436 20 25 20 109 24 20
leaf_count=29 78 42 82 147 20 31 31 29 89 20 20 22 21 22 29 31 21 77 24 34 21 1518 29 436 20 25 20 109 24 20
internal_value=0 0.00684304 0.00608549 0.00728329 0.0122312 0.00247133 0.00393094 -0.000117223 0.0123143 0.0121596 0.0107314 0.011076 0.0102246 0.00555784 0.00658453 0.00585007 0.00332472 0.00798083 -0.00145214 0.00673676 0.0125895 0.0124786 0.00182708 0.0114351 0.00627491 0.0111214 0.00595059 0.012588 0.0098484 0.0128249
internal_weight=0 773 695 522 2348 173 142 60 2328 2239 518 498 193 329 258 236 108 128 45 63 1721 1692 71 476 40 172 97 1671 133 1538
internal_count=3121 773 695 522 2348 173 142 60 2328 2239 518 498 193 329 258 236 108 128 45 63 1721 1692 71 476 40 172 97 1671 133 1538
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=31
num_cat=0
split_feature=1 2 106 3 0 13 11 2 41 39 4 12 2 4 49 151 1446 1 43 156 0 0 15 12 11 1213 43 3 483 484
split_gain=1.37083 0.310089 0.21763 0.20235 0.164463 0.17648 0.162717 0.176869 0.168712 0.157563 0.149624 0.14429 0.140619 0.134402 0.129575 0.154391 0.108796 0.0967289 0.0936147 0.092627 0.140415 0.138375 0.13553 0.0910124 0.164951 0.143549 0.232638 0.13007 0.115395 0.19075
threshold=0.11690500000000002 0.10045500000000002 0.086340000000000014 0.30112000000000005 -0.13843999999999998 -0.39067499999999994 0.079915000000000014 -0.090999999999999984 0.083525000000000016 0.088025000000000006 -0.019614999999999997 -0.42850999999999995 0.15361500000000003 0.42642000000000008 -0.088694999999999982 0.015440000000000001 0.091725000000000015 0.11103500000000001 -0.025214999999999998 0.10339000000000002 -0.040504999999999992 -0.097024999999999986 -0.13578499999999996 0.087695000000000009 0.076920000000000002 0.11146500000000001 0.062770000000000006 -0.12711499999999995 -0.070084999999999981 -0.086964999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 13 -6 7 -1 10 19 -8 -5 16 14 -3 -16 17 -7 -11 20 21 22 -2 24 28 27 -27 -25 29 -9
right_child=3 4 -4 11 5 12 8 23 -10 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0040918894178633182 0.010005773734744816 0.012340018036775292 0.0019228679724037649 0.0057074283299751935 0.00041192092932760714 0.011108463833461249 0.023223405329918026 0.011455507051584352 0.008328056552757819 0.0017735550670490699 0.012360309170825142 -0.0022909389062499659 0.0020027973644790196 0.013627156689763071 0.0052223797901126655 -0.0043789141951128844 0.0043364382906085144 0.0039839487150311473 0.0085702397339046006 0.014109335606917739 0.0013623189686664513 0.011835176357210188 -0.0013554030796512962 0.0035472523886710405 0.020943278954364361 0.020699642729014159 0.0089964631324013066 0.010469805227977771 0.011436957456748199 0.021704944570859273
leaf_weight=35 21 20 25 34 20 404 32 46 21 107 21 67 21 20 103 20 28 20 25 20 35 59 21 28 20 35 33 886 864 30
leaf_count=35 21 20 25 34 20 404 32 46 21 107 21 67 21 20 103 20 28 20 25 20 35 59 21 28 20 35 33 886 864 30
internal_value=0 0.0105978 0.0111967 0.00425292 0.00870257 0.00961301 0.0113097 0.0111374 0.0159136 0.00560357 0.0189192 0.000401581 0.0100021 0.0059489 0.00487502 0.00366119 0.0103737 0.0107724 0.00306081 0.00775514 0.00682069 0.00871221 0.00432519 0.0112644 0.0119568 0.0105875 0.0150202 0.0102577 0.0117656 0.0155013
internal_weight=0 2732 2076 389 656 493 2051 1977 74 288 53 101 473 163 143 123 452 424 132 156 136 101 42 1942 960 982 68 914 940 76
internal_count=3121 2732 2076 389 656 493 2051 1977 74 288 53 101 473 163 143 123 452 424 132 156 136 101 42 1942 960 982 68 914 940 76
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 43 3 3 147 10 10 2 0 15 16 4 15 4 16 4 149 3 4 0 1428 160 159 13 42 13 2
split_gain=1.11037 0.254771 0.285472 0.229299 0.218986 0.183847 0.176305 0.186449 0.16945 0.189626 0.229796 0.159656 0.147472 0.139333 0.137875 0.151472 0.19584 0.167376 0.136313 0.133758 0.233682 0.165509 0.13129 0.142574 0.158726 0.418397 0.30635 0.115722 0.125265 0.11301
threshold=0.11690500000000002 0.078300000000000008 0.091615000000000016 -0.096099999999999977 -0.077604999999999993 -0.0043399999999999992 0.11924500000000002 0.090425000000000019 -0.0069899999999999988 1.0000000180025095e-35 0.11510000000000002 -0.019414999999999998 -0.09095499999999998 -0.16075999999999999 -0.059649999999999988 -0.41942499999999994 0.51303500000000013 0.023255000000000001 0.50996500000000011 0.078320000000000015 -0.085709999999999995 0.40124500000000002 -0.076579999999999995 0.08653000000000001 -0.063384999999999983 -0.073364999999999986 -0.053889999999999993 0.087405000000000024 0.23855500000000004 0.10559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 27 7 13 11 10 -10 12 -2 -6 -12 16 -16 -17 -11 21 -21 22 29 24 25 -24 -27 28 -5 -3
right_child=8 19 -4 4 6 -7 -8 -9 9 18 14 -13 -14 -15 15 17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00086644015930317081 0.0063385127125574012 0.010632769713656629 -0.0030337983926680564 0.0033603557397444278 0.016328740080396805 -0.0025614170085949202 0.0050952918888604055 0.0021599681116640569 0.010463174274907663 -0.0069698363187767204 0.010758692210611816 -0.0078254393191032473 -0.0044258268072735517 0.010604252717945031 0.01253754546865821 0.002860088278034442 0.0017293645485647415 -0.0067088531916961076 0.0037724924635969929 0.023400891030323695 0.0081142377411015341 0.0025456886823909978 0.011367084754335626 0.014385685358173785 0.0090212779538850121 0.0059383835247717801 -0.011354851724934721 0.012413977702769141 0.011375235228870925 0.0049634989034125793
leaf_weight=27 35 1509 24 78 53 24 61 22 78 21 26 21 20 215 30 68 38 25 27 20 20 30 41 41 434 20 21 30 26 36
leaf_count=27 35 1509 24 78 53 24 61 22 78 21 26 21 20 215 30 68 38 25 27 20 20 30 41 41 434 20 21 30 26 36
internal_value=0 0.00953803 0.0076362 0.00811396 0.00859033 0.00549879 0.00998196 0.0110099 0.00382763 0.00485607 0.00590362 -0.000407932 0.00242421 0.0117363 0.00400178 0.0029106 0.00649768 0.000287792 -0.000927276 0.0100284 0.0157576 0.00992088 0.0100261 0.0087099 0.00825892 0.00422398 -0.00291913 0.00694241 0.00536408 0.0105007
internal_weight=0 2732 560 536 509 158 351 290 389 313 265 76 55 268 187 161 68 93 48 2172 40 2132 2102 557 516 82 41 134 104 1545
internal_count=3121 2732 560 536 509 158 351 290 389 313 265 76 55 268 187 161 68 93 48 2172 40 2132 2102 557 516 82 41 134 104 1545
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 4 2 4 0 15 0 4 0 47 157 1 4 4 0 159 151 52 3 3 3
split_gain=90.5209 14.4447 9.57833 7.55975 4.43749 4.33522 2.85566 2.63379 2.26182 2.25382 2.20574 1.686 1.62179 1.1488 2.00415 0.844456 0.79271 0.704445 0.572211 0.567976 0.536137 0.519714 0.515114 0.604665 0.577464 0.68363 0.512017 0.502331 0.743394 0.49205
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14838000000000004 0.27834500000000006 -0.10607499999999999 -0.098289999999999975 -0.23091999999999999 0.0067750000000000006 -0.14226499999999997 0.090100000000000013 -0.42132499999999995 0.16175000000000003 -0.036839999999999991 0.04735000000000001 0.14486500000000005 0.0089800000000000019 -0.086029999999999981 -0.057699999999999994 0.0068900000000000012 0.11658 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 18 9 11 15 -5 13 -6 12 26 14 -1 -7 -15 -16 27 -17 -13 -2 23 24 25 -21 -4 -3 -29 -14
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 20 29 16 17 19 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020975918276124111 0.0019854019733673749 0.00092439115110972141 0.0008615210330953784 0.0017460923680590922 0.0017187327383432556 0.0014240703245504897 0.0012158445931011617 0.0013007030003253834 0.0011149654709154753 0.0023305237632548783 0.0011091587368888085 0.00049710720449968953 0.00081807253686104128 0.0019744916145151524 0.0016914090572618971 0.0021195415042194665 0.0017527389751120751 0.0012695787444342332 0.0012910828012607845 0.0014848380915674509 0.00013534152996835032 0.0016228019467700206 0.0017233542325783844 0.001592847484033963 0.0020523753257571269 0.0018565548943550311 0.0012998892910896784 0.0014155095771831625 0.0010071922141717735 0.00054351373032122182
leaf_weight=41 55 115 20 34 74 21 37 41 61 62 33 63 37 1333 45 24 65 23 32 20 21 21 182 34 55 389 21 24 60 78
leaf_count=41 55 115 20 34 74 21 37 41 61 62 33 63 37 1333 45 24 65 23 32 20 21 21 182 34 55 389 21 24 60 78
internal_value=0 0.00107876 0.000979104 0.00188305 0.00120063 0.00190511 0.000708798 0.00178419 0.00134084 0.00196414 0.00153073 0.000630628 0.000751223 0.00194906 0.00175518 0.00181153 0.00196418 0.00154873 0.00104772 0.00182309 0.000406666 0.00188521 0.00181262 0.00184525 0.00186374 0.00183838 0.00108605 0.00100859 0.00112385 0.00063185
internal_weight=0 691 615 2430 338 2335 277 766 95 1569 107 240 156 1507 109 725 1398 68 231 704 84 76 680 498 464 409 41 199 84 115
internal_count=3121 691 615 2430 338 2335 277 766 95 1569 107 240 156 1507 109 725 1398 68 231 704 84 76 680 498 464 409 41 199 84 115
is_linear=0
shrinkage=0.00196078


Tree=3834
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 47 14 4 4 2 2 34 4 52 1 2 43 13 47 14 1 12 3 1 51 15 4 31
split_gain=34.3488 5.62375 3.41376 2.84148 1.93444 1.88423 1.4495 1.38111 1.32762 1.11593 0.848444 0.839832 0.669122 0.618676 0.545532 0.4613 0.506266 0.65481 0.397291 0.376397 0.358341 0.395704 0.324753 0.319109 0.334333 0.307182 0.384487 0.29626 0.284679 0.283099
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.088105000000000003 0.13404500000000005 -0.0060199999999999993 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.40473500000000007 0.089775000000000008 0.14838000000000004 -1.0000000180025095e-35 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.080324999999999994 -1.0000000180025095e-35 0.090100000000000013 -0.23083499999999998 0.091195000000000012 0.095780000000000018 -0.10831999999999999 0.11669000000000002 -0.085989999999999997 0.090455000000000021 0.022185000000000003 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 20 8 -1 12 9 11 -6 22 13 29 -15 -13 23 -18 -8 -16 21 -3 -5 24 -17 26 -23 -10 -25 -4
right_child=1 2 7 5 10 -7 18 -9 27 -11 -12 15 -14 14 19 16 17 -19 -20 -21 -22 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0011869240413401642 0.0012214574136293586 0.00085250773266250007 0.00048864520286200314 0.0012756953244817393 0.0011228804825496662 0.00084737719697397008 0.00082372101384563809 0.0008473316095986566 0.0015780630317559234 0.00078728681035114057 0.00074482072793297018 0.0013809875543944867 0.00029925587733800547 0.00080180466873302732 0.00041412926459422544 0.001056571676138053 0.00074939690652041661 0.0011571963578248809 0.00049709456801786355 0.00071365715457858531 0.00087995818523945758 0.00040498718327166986 0.0011925606978563463 0.0011719732851946038 0.0012385903924207555 0.00043408918919254593 0.00069917378188907669 0.0013445805772057146 0.0010314321130906387 0.0001769071573363404
leaf_weight=40 76 33 21 1104 74 49 41 37 48 22 33 43 84 34 54 43 24 41 22 23 32 20 216 230 397 29 117 37 73 24
leaf_count=40 76 33 21 1104 74 49 41 37 48 22 33 43 84 34 54 43 24 41 22 23 32 20 216 230 397 29 117 37 73 24
internal_value=0 0.000718264 0.000656081 0.0012137 0.000788329 0.00122781 0.000895006 0.00049471 0.00123599 0.00122667 0.00100628 0.00123113 0.000440347 0.000516319 0.000594941 0.0011831 0.00117256 0.00100662 0.000709661 0.000503599 0.000687373 0.000656404 0.00126209 0.00118708 0.0012208 0.00061742 0.000656227 0.00147643 0.00113811 0.000322385
internal_weight=0 691 615 2430 338 2327 103 277 2278 2193 107 2171 240 156 111 851 808 65 63 77 231 199 1320 743 440 166 137 85 303 45
internal_count=3121 691 615 2430 338 2327 103 277 2278 2193 107 2171 240 156 111 851 808 65 63 77 231 199 1320 743 440 166 137 85 303 45
is_linear=0
shrinkage=0.00196078


Tree=3835
num_leaves=31
num_cat=0
split_feature=1 4 457 2 2 0 9 3 13 4 45 3 4 48 14 10 43 43 4 133 402 1209 43 1208 52 1 16 13 1 133
split_gain=1.38009 0.348152 0.245165 0.200956 0.171676 0.159793 0.149301 0.123966 0.12988 0.123167 0.120237 0.137054 0.21464 0.183083 0.109746 0.135842 0.110588 0.127248 0.284386 0.244719 0.193558 0.210437 0.181525 0.168946 0.202155 0.284098 0.157433 0.197207 0.15714 0.128511
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 0.25063000000000007 0.12198500000000001 0.22582000000000002 -1.0000000180025095e-35 -0.13309499999999996 1.0000000180025095e-35 -0.0086549999999999978 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.016865000000000002 0.062655000000000016 -0.012544999999999999 0.0016850000000000001 -0.03898999999999999 -0.14098499999999997 0.082925000000000013 -0.085859999999999978 0.087660000000000016 -0.072534999999999988 0.099975000000000008 0.084240000000000023 0.089175000000000018 -0.0007049999999999999 0.0027400000000000007 1.0000000180025095e-35 -0.010614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 6 10 -2 -3 -9 -4 11 14 -13 -14 15 -1 17 18 19 -17 21 -19 -20 24 25 -24 27 29 -28 -22
right_child=1 3 9 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 -18 20 22 -21 26 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0038890997030345412 0.0032271072785887453 0.0084123444192590654 0.0059731844612636057 -0.0048185329438031966 0.0051160262912890182 0.0024394126562401653 0.011018514259342117 0.0043480343003603544 -0.003724324334391647 -0.0031318023965771625 0.018773972505534239 0.011554643977433443 -0.0043541777790302326 0.0090146023547276865 0.015034303190186622 -0.0044649561179713124 0.010004398382970112 0.026928416704759001 0.012123744271565654 0.010178150889085373 0.01369774894875234 0.013594879400374467 0.0073318447283048545 0.016115318740216586 0.011197876267928028 -0.0063747727964073428 0.011105577117114357 0.0034337653640519692 0.019996369171662084 0.010109276848449233
leaf_weight=24 27 69 39 24 80 20 276 212 22 24 22 60 21 20 85 21 420 20 874 25 248 29 62 26 74 20 33 27 50 167
leaf_count=24 27 69 39 24 80 20 276 212 22 24 22 60 21 20 85 21 420 20 874 25 248 29 62 26 74 20 33 27 50 167
internal_value=0 0.00646827 0.00828546 0.00398977 0.00923635 0.0113398 0.0103242 0.00468746 0.00358909 0.00250462 0.0114162 0.011346 0.00774389 0.00216718 0.011511 0.0113698 0.0114554 0.011819 0.0111902 0.00349325 0.0130264 0.0190371 0.0115254 0.00865231 0.00740847 0.00398877 0.0124653 0.0117149 0.0164615 0.0122537
internal_weight=0 773 446 327 383 2348 303 303 234 63 2328 2306 101 41 2205 2120 2096 1676 1102 46 574 49 1056 182 156 82 525 442 83 415
internal_count=3121 773 446 327 383 2348 303 303 234 63 2328 2306 101 41 2205 2120 2096 1676 1102 46 574 49 1056 182 156 82 525 442 83 415
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=31
num_cat=0
split_feature=1 124 3 4 44 2 3 151 151 42 13 2 34 4 0 1 43 447 159 4 401 15 160 39 130 1213 132 3 0 2
split_gain=1.12156 0.26537 0.206148 0.182868 0.161539 0.183073 0.133218 0.130995 0.242106 0.122611 0.160993 0.122196 0.172631 0.119902 0.241707 0.197144 0.144753 0.124418 0.130481 0.117302 0.126674 0.116299 0.114503 0.115405 0.111158 0.106223 0.099261 0.169084 0.0987091 0.095273
threshold=0.11353000000000001 -0.076779999999999987 0.30112000000000005 -0.04890499999999999 0.081805000000000017 0.097070000000000004 0.10299500000000002 -0.098364999999999994 -0.083919999999999981 -0.0060199999999999993 -0.0093149999999999986 0.13622000000000004 -0.010024999999999997 -0.27825499999999997 -0.060129999999999996 0.080000000000000016 -0.50216499999999986 0.084065000000000015 0.087995000000000004 0.36766000000000004 0.080710000000000018 -0.090644999999999989 0.083670000000000008 0.084780000000000008 0.084580000000000016 -0.058539999999999995 0.10613500000000002 0.42240500000000009 0.14486500000000005 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 6 13 -7 -9 -1 22 12 -5 15 16 -3 24 29 -19 20 28 -13 23 -11 -15 -22 27 -4 -10 -18
right_child=2 4 26 11 -6 7 -8 8 19 10 -12 21 -14 14 -16 -17 17 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01018238139703222 0.012413367550942821 0.0098701663774109494 0.0016391998632122942 0.00030299787293188276 0.017707741694955207 0.016195237607991492 0.0024592005676822739 -0.0019592869730496953 0.0099678015327768661 -0.0025522721000015738 -0.0026681345439067594 0.003792787758076364 0.0075658123667946917 0.021544167834023634 0.0026241767979962262 0.021201200177893044 0.011232790894317047 -0.00067100027808919549 0.010072613668699678 0.0039281860350611365 0.0091303325654007502 -0.0048538257973268634 0.011146341473019371 0.0072544106596615174 0.011919623560139113 -0.00093917366625233137 0.0062723495496007121 -0.0088383339077699932 0.0046686740215304062 0.0096236461194048693
leaf_weight=46 37 34 67 40 28 22 20 22 469 20 27 70 180 21 38 28 1062 20 26 47 20 20 30 30 28 22 26 20 38 563
leaf_count=46 37 34 67 40 28 22 20 22 469 20 27 70 180 21 38 28 1062 20 26 47 20 20 30 30 28 22 26 20 38 563
internal_value=0 0.00990805 0.00456048 0.00576853 0.0101547 0.0100694 0.0105761 0.00861261 0.00834268 0.00586488 0.00400876 0.00497543 0.0062453 0.0106653 0.0105129 0.0149874 0.0106872 0.0105301 0.00540148 0.00872295 0.00913343 0.00187132 0.00626221 0.00333174 0.0160444 0.00385583 0.000850804 -0.000769429 0.00957063 0.0106753
internal_weight=0 2661 460 347 2508 2480 1840 640 618 153 107 310 220 1820 1758 62 1720 1671 46 596 549 90 80 50 49 42 113 87 507 1625
internal_count=3121 2661 460 347 2508 2480 1840 640 618 153 107 310 220 1820 1758 62 1720 1671 46 596 549 90 80 50 49 42 113 87 507 1625
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=31
num_cat=0
split_feature=1 3 39 2 4 2 14 1 3 2 2 2 0 150 12 4 15 4 40 4 15 1 1 1 3 1 484 16 14 4
split_gain=48.6279 6.11442 5.27631 2.94074 2.81348 2.45111 1.80152 1.67815 1.67406 1.5507 1.72166 1.16527 0.927548 0.938336 0.781086 0.800675 0.741936 0.638059 0.624044 0.619253 0.60857 0.569745 0.52438 0.517585 0.509032 0.462435 0.455934 0.746952 0.438 0.414966
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.10188000000000001 0.27834500000000006 0.14753000000000002 0.076175000000000007 0.09253500000000002 0.11658 -1.0000000180025095e-35 0.10803500000000001 0.13501500000000002 -0.10096999999999999 0.089910000000000018 0.088245000000000004 -0.52556499999999995 -0.13578499999999996 -0.04890499999999999 -0.077714999999999992 -0.018869999999999994 -0.086849999999999997 0.16175000000000003 0.099400000000000002 0.12811000000000003 -0.10519499999999998 0.122715 0.073690000000000019 -0.039889999999999988 -0.46166999999999997 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 25 9 12 20 11 18 -11 19 13 16 15 -14 -1 -12 -3 -5 -4 -7 -21 28 -17 -2 27 29 -19 -18
right_child=1 5 7 8 -6 21 -8 -9 -10 10 17 -13 14 -15 -16 24 26 23 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015680416931513868 0.0012139506004407506 0.00055857098284834014 0.0013579297202085357 0.0013030144893495051 0.00064677518294461837 0.00032203218104355258 0.0016156972277051914 0.00073433533642228209 0.00075769036262458562 0.0010466752179057435 0.00093384176930960488 0.00085731076977843003 0.0017524885363271591 0.00089136351055960842 0.0012899209403923386 0.0011223224524120965 0.00092574603712998406 0.00089239443780160413 0.00023129541909868459 0.0011824206920038865 0.00098212609214636155 -4.2325615261991818e-05 0.00087054490830423619 0.00036966701202532823 0.0013746848195986029 0.00092632603290679089 0.00092823091689166789 0.0015860398142945533 0.00057284328384019133 0.0012416318987837165
leaf_weight=24 83 42 30 182 74 77 81 84 38 42 20 37 21 34 852 32 21 20 48 152 37 21 24 40 774 29 21 20 94 67
leaf_count=24 83 42 30 182 74 77 81 84 38 42 20 37 21 34 852 32 21 20 48 152 37 21 24 40 774 29 21 20 94 67
internal_value=0 0.000649274 0.00127437 0.00129692 0.000943455 0.000513834 0.00132942 0.000918945 0.00115077 0.000600265 0.000690366 0.00118858 0.001317 0.00118601 0.00133159 0.00137451 0.00125148 0.00060436 0.000384024 0.00122282 0.0011504 0.000243956 0.00113989 0.00056157 0.00136467 0.00113948 0.00119259 0.00124399 0.000628905 0.00116625
internal_weight=0 590 2531 2380 186 404 1947 151 433 306 216 395 1866 187 1679 827 153 174 90 358 67 98 176 154 806 112 129 108 114 88
internal_count=3121 590 2531 2380 186 404 1947 151 433 306 216 395 1866 187 1679 827 153 174 90 358 67 98 176 154 806 112 129 108 114 88
is_linear=0
shrinkage=0.00196078


Tree=3838
num_leaves=31
num_cat=0
split_feature=1 3 123 130 4 15 15 41 393 40 3 16 4 43 1209 475 3 52 42 157 12 15 52 124 0 16 4 151 49 43
split_gain=1.11589 0.257254 0.194212 0.187352 0.188154 0.198359 0.143723 0.190319 0.16475 0.13663 0.130811 0.146073 0.256884 0.127696 0.127529 0.137968 0.171452 0.248824 0.136826 0.169016 0.108389 0.235517 0.144006 0.121075 0.106578 0.114543 0.112602 0.105803 0.105207 0.103331
threshold=0.10337500000000001 0.30112000000000005 0.083805000000000004 -0.076894999999999977 0.024790000000000003 -0.026084999999999994 0.040760000000000005 0.075585000000000013 0.086030000000000009 -0.063404999999999989 0.092670000000000016 0.13751500000000003 0.0045450000000000013 -0.070064999999999975 0.086895000000000014 -0.085684999999999997 -0.15447499999999995 -0.083374999999999991 0.083995000000000014 -0.081579999999999986 0.095935000000000006 -0.068899999999999975 -0.081429999999999989 -0.076779999999999987 -0.10474999999999998 -0.25582999999999995 0.50500500000000004 0.050660000000000004 -0.008964999999999999 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 27 8 29 10 13 14 12 -12 -4 15 18 17 -17 19 28 23 22 -22 -18 25 -3 -26 -6 -1 -8
right_child=1 24 9 4 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 20 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.015069457010499068 0.0014541396436591944 6.2332114808865498e-05 0.0032613839490574087 0.011068554172179453 0.0068281602834204813 -0.0015215653374239251 0.011240667449699303 0.017557633251306558 0.0011954600166063757 -0.0042871671915054328 -0.0065467644482851035 0.0098322370924288412 0.0082918975369206498 0.011941944883437828 0.0037248956854455174 0.012863411603584177 0.0067014370344814353 -0.00090540759839184053 0.0092479744020642508 0.010590067655122017 0.015470721179664863 0.0035960226426071207 0.0080461454322277061 0.010909003349748717 0.0017103091002244391 0.0079309348765811 -0.0077987798536196355 0.014140007119964472 0.025079321417780149 0.0089247081295720163
leaf_weight=21 45 37 111 149 197 27 818 42 24 20 20 50 28 20 33 21 76 35 54 34 41 78 72 683 33 37 20 22 21 252
leaf_count=21 45 37 111 149 197 27 818 42 24 20 20 50 28 20 33 21 76 35 54 34 41 78 72 683 33 37 20 22 21 252
internal_value=0 0.0056283 0.00650576 0.00756772 0.0082642 0.00656563 0.0101211 0.0109544 0.00940337 0.00341132 0.00955885 0.00604949 0.00210912 0.00458666 0.00985305 0.0100311 0.0096349 0.0042579 0.0130967 0.0158314 0.00995186 0.00782257 0.01074 0.0104877 0.001545 0.00399663 -0.00187803 0.00756268 0.0200744 0.0106952
internal_weight=0 718 591 440 395 246 2403 1112 1291 151 1267 98 48 131 1169 1136 1006 56 130 76 950 191 113 759 127 74 53 219 42 1070
internal_count=3121 718 591 440 395 246 2403 1112 1291 151 1267 98 48 131 1169 1136 1006 56 130 76 950 191 113 759 127 74 53 219 42 1070
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 47 2 12 4 0 12 123 457 4 2 47 3 34 2 13 12 1 40 15 47 43 2 48 43
split_gain=33.7179 4.48059 3.57059 2.30821 1.69739 1.57402 1.34364 1.32038 1.21463 1.00032 0.95802 1.27761 0.842994 0.757015 0.661664 0.63986 0.551283 0.462946 0.41936 0.400205 0.506283 0.390017 0.49662 0.333522 0.343872 0.321805 0.315361 0.711769 0.314487 0.282043
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.085505000000000012 0.13404500000000005 -1.0000000180025095e-35 0.26790000000000008 -0.14920999999999998 0.051320000000000005 0.088205000000000019 0.094310000000000019 0.033845000000000007 0.17025000000000004 0.077555000000000013 0.149315 -0.038779999999999995 0.13754500000000003 -0.016469999999999995 0.088245000000000004 0.089875000000000024 -0.082074999999999995 0.079055000000000014 0.091680000000000011 -0.08076499999999999 0.11177500000000001 0.083685000000000009 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 26 7 10 15 16 29 25 -1 -12 17 -10 21 18 23 -8 -3 20 -20 22 -13 -4 -25 -5 28 -28 -2 -6
right_child=1 6 4 9 8 -7 12 -9 13 -11 11 14 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014808406281342291 0.00040009895254389136 0.00027604586710120019 0.0013864009637458651 0.0012752360877355718 0.00080521676988634856 0.00072737774367328568 0.00099777886050515904 0.00079383657752152747 0.0011351528317635235 0.00073645652655292965 0.00083654959310603999 0.0012857998871822762 0.00038346323977293221 0.00071573903050228436 0.001124697588534646 0.00020921012320036095 0.0014082405222053482 0.000633077414266492 0.00047862232981911858 0.00039197202723343825 0.00079978133418241184 0.0012168054065925444 0.0010101513557844034 0.001083777828470749 0.0012610945555725733 0.001040217626742483 0.0010149708988700388 0.00066899264431014092 0.0007330168279654839 0.0005681155207736486
leaf_weight=58 24 34 20 42 62 24 32 40 78 30 32 750 21 21 199 46 34 23 46 55 32 915 26 190 54 48 29 108 20 28
leaf_count=58 24 34 20 42 62 24 32 40 78 30 32 750 21 21 199 46 34 23 46 55 32 915 26 190 54 48 29 108 20 28
internal_value=0 0.000668224 0.00118874 0.000835655 0.00104513 0.00122651 0.00049384 0.00112834 0.000896313 0.00104653 0.00123256 0.00122507 0.000717664 0.00104619 0.00123164 0.000413978 0.00117324 0.000845267 0.000470381 0.000520061 0.00061038 0.00124423 0.00127656 0.00114297 0.00112302 0.00114989 0.000695846 0.000742229 0.000551425 0.000731452
internal_weight=0 590 2531 301 527 2004 289 338 189 120 1980 1922 76 99 1890 213 298 55 167 133 78 1691 776 264 244 90 181 137 44 90
internal_count=3121 590 2531 301 527 2004 289 338 189 120 1980 1922 76 99 1890 213 298 55 167 133 78 1691 776 264 244 90 181 137 44 90
is_linear=0
shrinkage=0.00196078


Tree=3840
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 15 11 0 393 51 133 12 12 3 0 15 1210 475 3 15 16 12 15 13 483 1446 3 52 13 13
split_gain=1.06869 0.250072 0.19319 0.203148 0.147115 0.126981 0.172089 0.219267 0.13803 0.122699 0.122168 0.123191 0.262949 0.11227 0.130927 0.234333 0.110149 0.118512 0.139887 0.230229 0.105633 0.104918 0.174743 0.137525 0.103223 0.12816 0.260545 0.308086 0.102842 0.192225
threshold=0.10337500000000001 -0.077354999999999993 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.040760000000000005 0.077290000000000011 -0.15202999999999997 0.086030000000000009 0.10532000000000001 -0.006494999999999999 0.10589000000000003 0.11418000000000002 0.092670000000000016 0.047850000000000011 -0.0072999999999999992 -0.0084249999999999985 -0.084169999999999981 -0.15447499999999995 -0.0040799999999999994 0.5136400000000001 0.095935000000000006 -0.053579999999999996 -0.052719999999999996 0.11494000000000001 0.083715000000000026 -0.086049999999999988 -0.0092699999999999987 -0.017449999999999997 0.0036400000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 20 -4 8 24 -8 13 10 -2 -12 -13 16 15 -15 -1 -18 19 -19 -3 -20 -23 -24 25 28 -27 -28 -7 -30
right_child=1 2 4 -5 -6 6 7 -9 -10 -11 11 12 -14 14 -16 -17 17 18 21 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0041429997640935814 0.0020807719138247194 0.0044578684254780341 -0.0067243190683339811 0.015214042845182123 0.0025092967646196487 0.0093318627102626974 0.010178010024980684 0.024311164664548069 0.0018236872507259251 0.015951654212549331 0.010478025569654846 -0.0040841003041714435 0.011937392015187514 0.0076116031516626804 0.011476986638410836 -0.0053540517017245295 0.012304683977642774 -0.0036458996337993691 0.010349983637514831 0.009598435823240185 0.011447388876695186 0.0094122066978215169 -0.0038662087917327882 0.0070744379802986429 0.004318253194483427 0.022736653538707359 0.00090655344316647167 0.015524450368801138 0.012940635839720202 0.0087000308209447437
leaf_weight=34 32 361 22 20 80 485 23 21 24 20 119 20 21 46 32 20 176 21 707 35 23 149 20 27 26 26 21 46 297 167
leaf_count=34 32 361 22 20 80 485 23 21 24 20 119 20 21 46 32 20 176 21 707 35 23 149 20 27 26 26 21 46 297 167
internal_value=0 0.00561445 0.00440646 0.00538827 0.000517733 0.0100112 0.0107945 0.0169234 0.00933656 0.00849767 0.00772121 0.0088493 0.00412203 0.00947887 0.00622772 0.00368262 0.00975142 0.00991943 0.00948167 0.00463181 0.00487651 0.00978244 0.00773523 0.00241884 0.010542 0.0106973 0.0142399 0.0109427 0.0103501 0.0114144
internal_weight=0 718 506 404 102 2403 1112 44 1291 212 192 160 41 1267 98 66 1169 1135 959 56 384 903 196 47 1068 1042 93 67 949 464
internal_count=3121 718 506 404 102 2403 1112 44 1291 212 192 160 41 1267 98 66 1169 1135 959 56 384 903 196 47 1068 1042 93 67 949 464
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=31
num_cat=0
split_feature=1 2 0 9 51 1 14 44 11 43 48 2 457 3 10 4 0 51 4 49 12 124 151 13 2 10 14 4 3 149
split_gain=0.885927 0.213192 0.156707 0.151964 0.134553 0.185224 0.122668 0.122337 0.126205 0.120595 0.124886 0.111668 0.108824 0.145576 0.100021 0.15249 0.0992282 0.27001 0.22223 0.260809 0.13953 0.126738 0.109685 0.0987608 0.0975466 0.166315 0.0999342 0.220886 0.160643 0.0964015
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 0.054835000000000009 1.0000000180025095e-35 0.085875000000000021 -0.04890499999999999 0.085485000000000019 0.15361500000000003 0.045365000000000009 0.11658 1.0000000180025095e-35 0.51164000000000009 -0.11013499999999998 -0.031924999999999995 -0.0016099999999999997 -0.007794999999999999 0.085495000000000015 -0.084524999999999989 -0.0064299999999999991 -0.11122999999999998 0.121465 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51164000000000009 0.14121000000000003 0.079625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 -2 14 7 8 16 10 -3 23 13 -11 24 -16 17 -5 -19 22 -21 -18 -20 -4 25 -6 27 28 -26 -23
right_child=4 2 11 6 5 -7 -8 -9 -10 12 -12 -13 -14 -15 15 -17 21 18 19 20 -22 29 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0031717232419972924 0.010444746328586782 -0.0058151640370488165 0.0029345179171932322 -0.00383492034327771 0.001723258058902704 -0.0059882433597175854 0.012973397539595186 0.016751477115654521 0.0011750925052911043 0.013769250087207183 0.0042580514491419308 0.00089526224349226278 0.0013993755043033632 0.004503580092046505 -0.0069309693362031664 0.0046280222814530135 0.0028036055090869295 0.0010445651996340002 0.010916352700442077 0.021280673858321584 0.010706995189404832 0.0093859074519129435 0.0010660409293800162 0.0087988722835255495 0.016459764307364823 0.010405223267643076 0.0015285860846883485 -0.0015287838599761018 0.0045071953634286061 0.016046523713422092
leaf_weight=41 27 20 31 21 36 21 88 21 20 30 32 21 31 39 21 25 29 31 20 24 26 1769 26 390 22 57 133 24 23 22
leaf_count=41 27 20 31 21 36 21 88 21 20 30 32 21 31 39 21 25 29 31 20 24 26 1769 26 390 22 57 133 24 23 22
internal_value=0 0.0087355 0.00705957 0.00920112 0.00363479 0.00312686 0.009319 0.00915893 0.00907873 0.00428982 0.000383738 0.00801206 0.00632098 0.00853213 0.0036882 -0.000648909 0.00915905 0.00666899 0.00840586 0.0107829 0.0157824 0.00936154 0.00534879 0.00836706 0.0043645 0.00704446 0.00313065 0.00621869 0.0103507 0.00946772
internal_weight=0 2732 594 2138 389 362 2097 2009 1988 152 52 442 100 69 341 46 1968 148 127 96 50 1820 46 421 295 93 202 69 45 1791
internal_count=3121 2732 594 2138 389 362 2097 2009 1988 152 52 442 100 69 341 46 1968 148 127 96 50 1820 46 421 295 93 202 69 45 1791
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=31
num_cat=0
split_feature=1 9 44 2 133 3 1 124 0 2 16 13 150 48 16 123 16 49 4 13 2 13 50 49 483 1453 1446 480 403 0
split_gain=0.718316 0.193308 0.162196 0.163021 0.160686 0.246594 0.157711 0.14373 0.142883 0.120694 0.111612 0.119306 0.110246 0.108916 0.101274 0.139168 0.0950271 0.134355 0.0931554 0.107572 0.1165 0.113052 0.0869885 0.140062 0.113455 0.0865472 0.100413 0.161372 0.319308 0.203655
threshold=0.11353000000000001 -1.0000000180025095e-35 0.081805000000000017 0.097070000000000004 -0.24227499999999996 0.63141500000000017 0.10956 -0.085959999999999995 -0.14454499999999995 -0.090999999999999984 0.058835000000000005 0.05868000000000001 0.083895000000000011 -0.066944999999999991 -0.0024749999999999993 0.084995000000000015 -0.44310499999999992 -0.080604999999999982 0.057560000000000007 -0.16152999999999998 0.097605000000000011 -0.086254999999999984 -0.14320999999999998 0.10877000000000002 1.0000000180025095e-35 -0.15270999999999998 0.083715000000000026 0.086995000000000017 -0.083654999999999993 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -2 10 9 -1 14 12 13 -12 -3 -6 15 -5 -10 -18 19 -19 -21 -22 -23 24 -24 -11 -27 28 -28 -30
right_child=4 2 -4 8 5 -7 -8 -9 16 25 11 -13 -14 -15 -16 -17 17 18 -20 20 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0071742078568786385 0.011980351598256014 0.0077289692514265589 0.015337858980832002 0.0066695951597648675 -0.0044026657054200766 -0.0076253859233111152 0.017262278338894248 -0.0046709536436191279 0.011289036311036735 0.0019179868046194316 0.0082292398720198237 0.00082294799804944428 -0.0023238247865810988 0.0032340925227122459 -0.0029908337735105308 -0.0026567256124690177 0.00014413866364131018 0.001312256460685445 0.0046076045183110091 0.0011166639980815707 0.015130345965735615 0.013155320922449004 0.0078063846019706343 0.00087566243622590005 0.015146990481804571 0.0082833582449352502 0.024623610274866224 0.007106126092387261 0.013319044062214444 0.0020329999515698071
leaf_weight=20 22 24 30 80 20 20 20 21 54 20 87 29 20 282 20 20 28 23 105 21 26 33 249 27 23 1617 20 72 67 21
leaf_count=20 22 24 30 80 20 20 20 21 54 20 87 29 20 282 20 20 28 23 105 21 26 33 249 27 23 1617 20 72 67 21
internal_value=0 0.00792054 0.00802716 0.00794248 0.00364094 0.00322206 0.00842956 0.00110717 0.00665024 0.00833463 0.00374108 0.00637767 0.00315952 0.00272835 0.00350514 0.00480433 0.00729101 0.00688747 0.00725988 0.00795264 0.00835561 0.00878025 0.00828295 0.0077452 0.0084271 0.00845995 0.00853276 0.0107732 0.013218 0.0106258
internal_weight=0 2661 2620 2590 460 438 1881 41 709 1861 418 116 44 302 120 100 589 535 507 402 379 358 332 299 272 1817 1797 180 108 88
internal_count=3121 2661 2620 2590 460 438 1881 41 709 1861 418 116 44 302 120 100 589 535 507 402 379 358 332 299 272 1817 1797 180 108 88
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=31
num_cat=0
split_feature=1 52 123 2 12 2 4 2 1 2 14 2 4 0 2 2 51 49 1 2 16 3 475 1 51 14 51 4 475 1
split_gain=34.7358 5.55663 3.19737 3.09871 2.49945 1.80758 1.43294 1.19552 1.15182 0.998219 0.768687 0.648083 0.684075 0.619184 0.607618 0.579433 0.429391 0.388158 0.380365 0.409028 0.295224 0.370956 0.288074 0.283095 0.277593 0.276206 0.470312 0.275703 0.265195 0.264762
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.14285500000000004 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.14122000000000004 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10497000000000002 -0.033174999999999989 -0.22491999999999998 0.31358000000000003 -0.090999999999999984 0.10532000000000001 -0.017229999999999999 0.086920000000000011 0.087675000000000017 -0.50339499999999993 -0.014944999999999998 -0.08230999999999998 0.11910500000000002 0.11144500000000002 -0.46166999999999997 -0.065634999999999985 0.063160000000000008 -0.088274999999999978 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 9 10 17 13 -4 20 15 -11 -13 -7 16 -1 -5 -6 24 -20 -3 -22 -15 -8 28 -14 -27 -9 -17 -28
right_child=1 3 8 14 6 7 23 27 -10 11 -12 12 25 22 -16 18 -18 -19 19 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00084209698447443001 0.0011161244165884736 0.00057398300934461202 0.0010541833438744044 0.0002862621229507175 0.00077031922726009312 0.0008030802924551216 0.00071928068094588571 0.000562193062813843 0.00060636777241783566 0.00089946482111425959 0.0013808316979404117 0.00085740428290768814 0.00069571708590766184 0.0012096010153237813 4.8901917954073443e-05 0.0010187964658698685 0.000597792465087033 0.001077535363740525 0.0011271171804108572 0.00085785780117893869 0.00048884242197512527 0.00021008888325270485 0.0010701685024355582 0.00041134630814659514 0.0010136842922447552 0.00021730766420354364 0.00061893500903279722 0.00088386867320587646 0.0011950191476170133 0.00044526187341877217
leaf_weight=22 74 21 34 75 21 32 24 20 63 25 62 27 30 62 33 34 22 64 381 23 29 50 702 22 36 21 68 21 956 67
leaf_count=22 74 21 34 75 21 32 24 20 63 25 62 27 30 62 33 34 22 64 381 23 29 50 702 22 36 21 68 21 956 67
internal_value=0 0.000609221 0.0011122 0.000546598 0.000620847 0.0011266 0.000850773 0.00105347 0.000763334 0.000531734 0.00116702 0.000600805 0.000565751 0.00107029 0.00027873 0.00115789 0.000356918 0.00100163 0.00116275 0.00111179 0.000367345 0.000312416 0.00108148 0.000572008 0.00118282 0.000523415 0.000490279 0.000726954 0.00118897 0.000532742
internal_weight=0 673 2448 599 469 2351 131 837 97 338 1514 238 213 796 130 1452 97 85 1430 404 100 79 764 46 1026 186 156 41 990 135
internal_count=3121 673 2448 599 469 2351 131 837 97 338 1514 238 213 796 130 1452 97 85 1430 404 100 79 764 46 1026 186 156 41 990 135
is_linear=0
shrinkage=0.00196078


Tree=3844
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 2 2 13 2 3 0 1 12 4 47 39 2 157 3 0 12 10 11 3 160 3 47
split_gain=47.2577 7.35565 4.96829 4.15295 2.78091 2.37463 1.72434 1.4116 1.39009 1.24202 1.08027 1.07559 1.02442 0.875116 1.0694 0.795006 0.811595 0.748723 0.701444 0.65083 0.540362 0.539463 0.480554 0.633078 0.427889 0.394447 0.665687 0.391701 0.381615 0.380953
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.13501500000000002 -1.0000000180025095e-35 0.11474000000000002 0.11658 -0.10096999999999999 0.085345000000000018 0.09141500000000001 -0.52556499999999995 0.078875000000000015 0.088550000000000004 0.094835000000000017 -0.07686999999999998 -0.14989499999999997 -0.15202999999999997 0.084100000000000022 -0.38124499999999995 0.082245000000000013 -0.10831999999999999 -1.0000000180025095e-35 -0.0096849999999999974 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 6 13 19 10 12 28 -6 25 14 22 16 -15 -16 27 -5 -17 -18 -1 -24 -10 26 -7 -12 -4 -3
right_child=1 2 8 7 11 9 -8 -9 24 -11 18 -13 -14 15 17 20 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001618104644646933 0.0013368851864028369 0.00068870506504064254 0.00062289824435377819 0.0014625721653692084 0.0012282968832923158 0.00095996350923702005 0.0016642682734826708 0.00079987809666284696 0.00033910321380573537 0.00088755087285499702 0.0010858993115378361 0.00076704362448063281 0.00085674098344283133 0.0017825307596065199 0.00092777156462783329 0.0010496130682314502 0.0010913071711091142 0.0013766610973021563 0.00043841481838813599 0.0010595201182137109 0.001339764801816601 0.0014162195763638852 0.00099326990252616358 0.0013907961540833389 -2.2338141924610324e-05 0.0014647339709862061 0.0012891976566812016 0.00073814465721324307 0.00039841724773682143 0.00091995965762465604
leaf_weight=23 74 190 40 24 77 26 83 66 34 39 20 26 23 23 50 26 20 20 20 43 485 1112 20 67 20 41 257 33 107 32
leaf_count=23 74 190 40 24 77 26 83 66 34 39 20 26 23 23 50 26 20 20 20 43 485 1112 20 67 20 41 257 33 107 32
internal_value=0 0.000753668 0.000681618 0.00134035 0.000845584 0.0013597 0.0013878 0.00100341 0.000487133 0.00121932 0.000556326 0.00111186 0.00125661 0.00137536 0.00124548 0.0013894 0.00141789 0.00105603 0.000751302 0.0012039 0.001325 0.00141048 0.00136605 0.00129941 0.000205236 0.00128499 0.00125895 0.000869373 0.000459501 0.000722039
internal_weight=0 673 599 2448 325 2315 1929 133 274 386 220 103 347 1846 180 1666 1155 70 73 67 511 1132 110 87 54 324 283 53 147 222
internal_count=3121 673 599 2448 325 2315 1929 133 274 386 220 103 347 1846 180 1666 1155 70 73 67 511 1132 110 87 54 324 283 53 147 222
is_linear=0
shrinkage=0.00196078


Tree=3845
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 47 1 14 4 4 0 4 1 150 2 0 4 15 474 2 42 49 12 157 1 47 50 0 16
split_gain=62.1874 10.085 5.78111 5.12262 4.33664 3.15942 2.7605 1.86011 1.78624 1.67884 1.64373 1.2935 1.25786 1.10819 0.957648 0.801438 0.693887 0.760869 0.719341 0.840607 0.643153 0.582001 0.572451 0.564036 0.505977 0.469241 0.489032 0.456039 0.428731 0.426527
threshold=0.104035 -0.40967499999999996 0.13075500000000004 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.13082500000000002 0.093575000000000019 0.062655000000000016 0.40473500000000007 0.00063500000000000004 -0.10607499999999999 -0.065794999999999979 0.16540500000000002 0.10980500000000001 0.094835000000000017 -0.079119999999999982 -0.49013999999999996 0.050935000000000008 0.090685000000000016 0.14122000000000004 0.088465000000000002 0.12497000000000001 0.091715000000000005 -0.23976499999999998 0.083345000000000016 0.078875000000000015 0.083640000000000006 -0.15350499999999997 -0.050529999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 13 15 10 -6 11 28 -7 -4 23 -5 24 27 19 21 -3 -19 -14 25 -13 -12 -27 -18 -1 -17
right_child=1 2 6 7 9 12 -8 -9 -10 -11 14 16 22 -15 -16 29 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014373380205586178 0.001544489069496761 0.00082873754619139763 0.00050759914067175708 0.0016408577247555912 0.00140376800251657 0.00084293854364605287 0.0010683411522865278 0.00090596631355735848 0.0018569264664919456 0.00088554431653163699 0.001594062049028263 0.0013501920122531506 0.0014135998497211855 4.0976231114244925e-05 0.0010519285047171163 0.00142320992899876 0.0016289143563625614 0.0011871016955648374 0.0015616043002424128 0.0016300118197263215 0.00049839472836431329 0.0015244701913758819 0.0010613071366128912 0.0013714072894344322 0.0016380985088328046 0.0011654801480948469 0.0015196995258440018 0.0019479055086326421 0.0010880254602903059 0.0010354982007270545
leaf_weight=35 76 242 177 27 82 21 33 60 85 34 153 24 114 22 22 20 96 66 296 39 25 28 21 130 1060 23 43 21 22 24
leaf_count=35 76 242 177 27 82 21 33 60 85 34 153 24 114 22 22 20 96 66 296 39 25 28 21 130 1060 23 43 21 22 24
internal_value=0 0.000870644 0.000787372 0.00153728 0.000935331 0.00155877 0.000543111 0.00116013 0.00157838 0.00125187 0.00156687 0.00159286 0.00128936 0.000456013 0.00144871 0.00137492 0.00160301 0.00154601 0.00150778 0.001388 0.000797807 0.00128759 0.0013588 0.00147372 0.00163172 0.00153445 0.00139626 0.00168617 0.00130252 0.00121173
internal_weight=0 691 615 2430 383 2299 232 131 2143 116 2058 1687 156 199 371 71 1630 546 429 133 267 94 135 349 1084 219 66 117 57 44
internal_count=3121 691 615 2430 383 2299 232 131 2143 116 2058 1687 156 199 371 71 1630 546 429 133 267 94 135 349 1084 219 66 117 57 44
is_linear=0
shrinkage=0.00196078


Tree=3846
num_leaves=31
num_cat=0
split_feature=1 4 15 1 12 3 157 376 3 157 15 4 4 12 4 2 2 2 150 15 4 3 43 43 13 12 1452 4 151 16
split_gain=1.14988 0.199758 0.158911 0.177367 0.179063 0.200002 0.168855 0.149773 0.156632 0.145484 0.143107 0.34681 0.33797 0.187956 0.141975 0.141805 0.134596 0.122206 0.113996 0.106437 0.105095 0.103489 0.149192 0.125824 0.153219 0.147951 0.100145 0.131656 0.152838 0.192925
threshold=0.10920500000000001 0.26450500000000005 0.024640000000000006 0.08864000000000001 0.087505000000000013 -0.087909999999999988 -0.0091799999999999989 0.083705000000000016 0.149315 -0.06457499999999998 -0.0063699999999999989 -0.17966999999999997 -0.012889999999999999 0.092200000000000018 -0.010655 0.25063000000000007 0.099185000000000009 0.089885000000000007 0.094605000000000009 -0.56368999999999991 -0.026489999999999996 -0.13309499999999996 0.0061450000000000003 -0.05647499999999999 -0.061684999999999997 -0.069644999999999985 0.087295000000000011 -0.016304999999999997 -0.085134999999999975 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 10 5 -5 -4 8 9 -2 13 16 -13 20 -11 19 -12 -15 -10 -3 -1 -21 23 24 -23 -25 27 -22 29 -29
right_child=1 15 6 4 -6 -7 -8 -9 18 14 11 12 -14 17 -16 -17 -18 -19 -20 21 26 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.015820870548085279 0.0038699594843718738 0.010249437615275385 0.019110169061101401 -0.0016892932686083631 0.010278406233025589 0.0071480552092849457 0.010957945169341456 0.00094853223931482618 0.0070044848981361168 0.015276523913256825 0.014713157906451009 -0.0052806460473220802 0.0086676651906026046 0.0012346035179992519 0.0086563232527070173 -0.003987681533908472 0.0060921235717143179 0.0091924848857252838 -0.0018720665076018676 0.0077439883622074301 0.0057771529505650206 0.0044828678504563865 -0.0035324920767119956 0.013343188369816001 -0.0051621182114883722 0.0037978404509504474 0.015964857825662853 0.023133832013065167 0.01043391686088721 0.012573941290467678
leaf_weight=58 36 25 26 29 177 219 1115 34 39 50 55 32 38 21 92 24 27 238 23 44 45 40 35 22 28 62 43 22 341 81
leaf_count=58 36 25 26 29 177 219 1115 34 39 50 55 32 38 21 92 24 27 238 23 44 45 40 35 22 28 62 43 22 341 81
internal_value=0 0.00524064 0.0102641 0.00956032 0.00784874 0.00611466 0.0111437 0.0071602 0.00804018 0.0095479 0.010287 0.00746119 0.00229129 0.0107929 0.0109874 0.00336222 0.0118745 0.00854725 0.00371157 0.00405127 0.0117788 0.00338048 0.00235377 0.00370916 0.000511403 0.00629781 0.0113381 0.0109312 0.0114536 0.0148295
internal_weight=0 554 2567 1426 425 248 1141 274 240 178 1001 152 70 849 142 280 82 259 62 256 590 231 187 152 68 84 532 489 444 103
internal_count=3121 554 2567 1426 425 248 1141 274 240 178 1001 152 70 849 142 280 82 259 62 256 590 231 187 152 68 84 532 489 444 103
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=31
num_cat=0
split_feature=1 4 15 1 4 157 52 15 11 151 0 4 4 4 4 157 1373 376 150 2 4 159 12 0 51 49 15 13 133 3
split_gain=0.931399 0.163099 0.128718 0.147589 0.164607 0.136908 0.133809 0.126482 0.187492 0.172426 0.203129 0.201177 0.145959 0.214927 0.259424 0.139195 0.168566 0.122646 0.12756 0.113752 0.112126 0.11491 0.133547 0.107439 0.0992231 0.0991118 0.10845 0.098967 0.113466 0.119674
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.095950000000000021 -0.17966999999999997 -0.078969999999999985 0.13796000000000003 -0.11033999999999998 0.077695000000000014 -0.044604999999999992 -0.10836499999999999 0.076415000000000025 -0.49013999999999996 -0.046564999999999988 -0.16363499999999997 -0.087424999999999989 0.075690000000000021 0.080200000000000007 0.092390000000000014 0.25063000000000007 0.0016150000000000003 0.078675000000000009 0.085635000000000003 -0.067094999999999988 0.091630000000000003 0.087055000000000007 -0.092334999999999987 0.10820000000000002 0.09389500000000002 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 7 -5 -4 23 -1 9 15 11 -11 -12 14 -14 -9 -17 18 -2 27 21 -15 -23 25 -20 26 -6 28 29 -3
right_child=1 19 5 4 6 -7 -8 8 -10 10 12 -13 13 20 -16 16 -18 -19 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011507898540257687 0.0084029149493308735 0.010781189347166688 0.018230210449546574 0.010884158018833169 0.010215316894464196 0.0098830255750829016 0.011279432162021598 0.003241036207182333 0.00085962437946970275 -0.001708341371984436 0.013320962444025404 0.010431774670169466 0.0087322190549457453 0.009182148855625346 -0.0043263586944547192 0.011047210125905956 0.020474296018836047 0.0012189169712842275 0.0072869887264222725 -0.0035889138389999667 0.0070945409671069369 0.0090510461518230542 0.019395559023206051 -0.0010887678550330529 -0.0019044989414396696 -0.001279493448091671 0.0040359571839942805 -0.0019865596866501228 -0.0024973215365951713 0.0040251329028294152
leaf_weight=183 193 31 20 65 45 1121 30 20 30 39 60 21 32 252 29 196 21 39 23 24 223 24 26 33 24 20 77 28 22 170
leaf_count=183 193 31 20 65 45 1121 30 20 30 39 60 21 32 252 29 196 21 39 23 24 223 24 26 33 24 20 77 28 22 170
internal_value=0 0.00471658 0.00923771 0.00860429 0.00649923 0.0100293 0.00510889 0.00909596 0.00864233 0.00888992 0.00810646 0.0025407 0.0086234 0.00814242 0.00252404 0.0112238 0.0119595 0.00642005 0.00726523 0.00298833 0.00879523 0.010051 0.0144302 0.00405108 0.00259346 0.00524555 0.00631523 0.00361723 0.00432084 0.00506711
internal_weight=0 554 2567 1426 270 1141 205 1156 973 943 706 60 646 586 61 237 217 279 240 275 525 302 50 175 47 142 122 251 223 201
internal_count=3121 554 2567 1426 270 1141 205 1156 973 943 706 60 646 586 61 237 217 279 240 275 525 302 50 175 47 142 122 251 223 201
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 14 1 52 4 0 15 2 4 0 160 4 15 474 1 43 16 15 16 47 51 151
split_gain=30.197 5.0837 3.07727 2.48567 1.81328 1.66496 1.17685 1.05929 0.943482 0.841409 0.818169 0.70082 0.736961 0.678509 0.754692 0.655477 0.646999 0.543122 0.370922 0.339822 0.381996 0.364434 0.446471 0.359172 0.337765 0.333567 0.374657 0.332583 0.312945 0.311691
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 1.0000000180025095e-35 0.27044500000000005 -0.11173999999999999 -0.098289999999999975 0.14285500000000004 0.27834500000000006 -0.07929499999999999 -0.067824999999999983 -0.49013999999999996 0.050935000000000008 0.088335000000000011 0.080270000000000022 -0.065269999999999981 -0.039889999999999988 -0.41942499999999994 -0.11676499999999999 0.090100000000000013 0.13995500000000002 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 9 15 -6 13 -5 12 -8 14 -1 16 -4 28 -18 23 21 22 -21 -19 -16 -17 -27 29 -15 -3
right_child=1 2 7 10 8 -7 11 -9 -10 -11 -12 -13 -14 17 24 25 18 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012306429751204084 0.001075783467268181 0.00072410620492080165 0.00063808414351818781 0.00099472076671827474 0.00099777286900893433 0.00071313265738460942 0.00093565241737229886 0.00069384375418312793 0.00059910099881474845 0.0012987128047337179 0.0006151360728155566 0.0010887114533659821 0.00054482944696892946 0.001129211712194549 0.00068896575630990418 0.00036245883330426399 0.0005602903819729503 0.00092633979653864969 0.00027735077591784451 0.00096325905281392961 0.0010725485630319986 0.001097988168492454 0.00067897347157798579 0.0011983462210739455 0.00098399304993012368 0.00029516420424954983 -1.1119647477909219e-05 0.00075159141949067507 0.00092634785701246815 0.00050417102504878247
leaf_weight=22 76 29 39 34 74 48 159 37 33 78 61 110 21 1148 37 37 23 23 79 116 337 56 26 99 25 28 34 32 30 170
leaf_count=22 76 29 39 34 74 48 159 37 33 78 61 110 21 1148 37 37 23 23 79 116 337 56 26 99 25 28 34 32 30 170
internal_value=0 0.000597361 0.000538239 0.00106189 0.000663801 0.00107454 0.00108213 0.000385027 0.000874818 0.00109908 0.000750987 0.000965408 0.000890056 0.00109096 0.000918639 0.000337417 0.000423281 0.00109885 0.000341151 0.00105368 0.00103239 0.000964034 0.000911207 0.00114707 0.000807928 0.000215126 0.000127202 0.000566057 0.00112405 0.000536222
internal_weight=0 691 615 2430 338 2335 2287 277 107 1997 95 290 180 1919 84 240 141 1835 102 657 535 198 142 122 62 99 62 231 1178 199
internal_count=3121 691 615 2430 338 2335 2287 277 107 1997 95 290 180 1919 84 240 141 1835 102 657 535 198 142 122 62 99 62 231 1178 199
is_linear=0
shrinkage=0.00196078


Tree=3849
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 12 2 2 1 4 1210 0 1456 0 12 4 16 14 39 3 12 0 3 4 1455 150 403 402 402 133
split_gain=0.898256 0.163933 0.136825 0.192658 0.161973 0.136507 0.139175 0.130589 0.132215 0.159147 0.156906 0.135292 0.124134 0.105724 0.104758 0.10424 0.24754 0.100736 0.104017 0.0931517 0.118102 0.105258 0.201828 0.118097 0.102555 0.0984001 0.0926729 0.170922 0.171648 0.191591
threshold=0.10920500000000001 0.31370500000000007 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.42850999999999995 0.15950500000000004 0.13404500000000005 0.091195000000000012 -0.16363499999999997 -0.42132499999999995 -0.067624999999999977 -1.0000000180025095e-35 -0.026509999999999995 0.092465000000000006 -0.04890499999999999 -0.008904999999999998 -0.47013499999999991 0.10076500000000001 -0.15956499999999998 0.082095000000000015 -0.075934999999999989 -0.10831999999999999 -0.085594999999999991 -0.24112999999999998 -0.091839999999999991 -0.53101999999999994 -1.0000000180025095e-35 -0.089154999999999998 -0.0054649999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 14 -3 -7 8 10 -10 -1 12 -11 -9 -2 -6 -17 -4 -19 20 -12 23 -23 -21 -25 -26 -27 28 29 -28
right_child=1 5 17 -5 15 6 -8 13 9 11 19 -13 -14 -15 -16 16 -18 18 -20 21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.018377016318845564 0.014619099593837746 0.0060944697340684284 0.0097563810307871226 -0.0007589788732353742 0.010258502969518305 0.0015756246639001702 -0.0081294856658628723 0.0089198186568429944 0.011478432306137525 0.013218187227741714 0.008562265143084986 0.0023237511583349925 0.0070395111600235058 -0.00038771998280516041 0.0083642838370445883 0.0070840856801028017 -0.004507315196355598 0.0039260085569016315 -0.0020374903724970001 0.011883908119736188 0.017770470860414205 0.0011536651756614447 0.0086586036917820873 0.015470884736040953 0.015456420563161375 0.0041199730023638243 0.0019238958307339446 0.0088586653807365464 0.01680367835838217 0.012884950590355751
leaf_weight=20 40 35 22 29 30 45 22 23 95 36 26 55 336 26 81 58 27 127 38 218 30 40 344 27 25 36 23 1098 57 52
leaf_count=20 40 35 22 29 30 45 22 23 95 36 26 55 336 26 81 58 27 127 38 218 30 40 344 27 25 36 23 1098 57 52
internal_value=0 0.00465411 0.00547127 0.00693281 0.00787799 0.00103295 -0.00161113 0.00909407 0.00919356 0.00777661 0.00956413 0.00695301 0.00763745 0.00398112 0.010432 0.00519074 0.00340211 0.0034001 0.0025526 0.00947493 0.0134952 0.00935767 0.00787684 0.00972788 0.00937127 0.0092437 0.00912102 0.00926739 0.0126672 0.00952356
internal_weight=0 554 452 265 236 102 67 2567 2518 522 1996 427 372 49 121 115 85 187 165 1976 56 1920 384 1536 1318 1291 1266 1230 132 75
internal_count=3121 554 452 265 236 102 67 2567 2518 522 1996 427 372 49 121 115 85 187 165 1976 56 1920 384 1536 1318 1291 1266 1230 132 75
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=31
num_cat=0
split_feature=1 11 11 402 12 2 2 2 12 13 2 16 39 4 0 159 1447 4 3 4 475 15 402 42 0 1 42 12 130 1213
split_gain=0.728673 0.182363 0.138622 0.120873 0.123275 0.142496 0.136879 0.127942 0.16335 0.125586 0.111794 0.102661 0.101556 0.0944473 0.146669 0.122517 0.24141 0.12279 0.115046 0.12265 0.112606 0.150572 0.163171 0.221968 0.269812 0.151161 0.190174 0.144104 0.1429 0.102685
threshold=0.10337500000000001 0.084110000000000004 -1.0000000180025095e-35 0.10052500000000002 -0.26532499999999998 0.13404500000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.092465000000000006 -0.011914999999999999 0.13404500000000005 0.13751500000000003 0.10076500000000001 -0.082249999999999976 -0.038659999999999993 -0.085489999999999997 -0.085804999999999979 -0.52556499999999995 0.092670000000000016 0.0045450000000000013 -0.084444999999999978 0.099260000000000015 0.10718500000000002 0.083795000000000022 -0.086409999999999987 0.091785000000000019 -0.008624999999999999 0.08486500000000001 0.087820000000000023 -0.0043299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -4 6 -6 8 -8 -9 12 -12 13 15 18 -1 -17 -18 -15 -20 -19 22 23 25 -25 26 28 -26 -22 -30
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 11 -13 -14 14 -16 16 17 20 19 -21 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.01555676575662801 -0.0041540563805028798 0.0086190270877784438 0.011754653319392516 -0.0031425331488467885 0.0018909836190489485 0.0016873886596085808 0.014208427029600562 0.0011024287464379363 0.0063763996236873306 0.0065749761552306944 -0.00054873482634623845 0.0086537924685134472 0.0024224580403305091 0.0083430618261750907 -0.00041944672819226985 -0.0015954587468877436 0.016295507580686649 0.0036885387524414589 -0.0025783602148294451 0.0074042674503289165 0.011105275644989678 0.0011231451784260572 0.0030664765858091415 0.023713016249705107 0.017012830324737088 0.016871757410466672 0.0039901446118936739 0.0076098696046616315 0.00052526796547075114 0.0090685211395954389
leaf_weight=32 20 101 23 21 92 153 38 66 89 115 27 22 28 1626 20 20 26 34 20 32 223 20 32 25 28 25 66 39 24 34
leaf_count=32 20 101 23 21 92 153 38 66 89 115 27 22 28 1626 20 20 26 34 20 32 223 20 32 25 28 25 66 39 24 34
internal_value=0 0.00468001 0.00403521 0.00430956 0.00458125 0.0042829 0.00527568 0.0062867 0.00871984 0.00457946 0.00831058 0.00358301 0.00840898 0.00848105 0.00809352 0.00952885 0.0092052 0.00958022 0.00819499 0.0035648 0.00926277 0.00963007 0.00997309 0.0104494 0.0148475 0.00936171 0.00882064 0.0115395 0.00995521 0.00553338
internal_weight=0 718 617 597 576 553 400 308 127 181 2403 49 2354 2326 1698 628 596 576 1678 52 550 516 496 464 92 372 347 67 281 58
internal_count=3121 718 617 597 576 553 400 308 127 181 2403 49 2354 2326 1698 628 596 576 1678 52 550 516 496 464 92 372 347 67 281 58
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=31
num_cat=0
split_feature=1 2 2 15 13 49 97 33 10 10 0 2 12 133 39 13 49 4 160 49 12 148 51 1420 1429 160 15 475 4 2
split_gain=0.595681 0.193346 0.132621 0.133278 0.129376 0.128624 0.112336 0.121721 0.0982533 0.117406 0.188052 0.168245 0.148264 0.11698 0.129892 0.125323 0.12317 0.093529 0.0898042 0.0877683 0.0870024 0.119597 0.0915657 0.083107 0.0917069 0.208232 0.277809 0.119567 0.169269 0.123636
threshold=0.12000500000000001 0.10252500000000002 0.15609500000000001 -0.080694999999999989 -0.14819499999999997 -0.0020949999999999996 -0.0047149999999999996 0.083840000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.0059850000000000016 0.11510000000000002 -0.083994999999999986 -1.0000000180025095e-35 0.10484500000000001 -0.15078499999999997 0.14233500000000002 0.50996500000000011 -0.14580499999999996 0.11475 0.09857500000000001 -0.0084749999999999982 0.090560000000000015 -0.084814999999999988 0.084770000000000012 -0.063384999999999983 -0.0072999999999999992 -0.085719999999999977 -0.0092149999999999992 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1 23 9 10 12 -11 -2 -13 15 -15 -17 -10 -7 -20 21 -6 -23 -8 27 26 -26 28 29 -25
right_child=8 2 -4 4 20 18 7 -9 17 11 -12 13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0023375099429335348 0.0089045356554076239 -0.00064423688539439654 -0.0019638593520291828 0.00058676706434323883 0.002560779504064057 0.011350379416364291 0.012736822306760587 0.015518050290411339 -0.006706562782637775 0.0091450334790506068 -0.0083050605654716499 -0.003708999227408482 -0.0016405055524470907 0.0010898522735159431 -0.0014253876440114145 0.011422734510084742 0.0019581571471644567 0.0024681907147169114 0.0056104341792109031 -0.00056219870256709638 0.0056601103865572778 0.0088434196981931265 0.015446654912860444 0.013926391857917067 0.0069454161444588054 0.010847123302015906 -0.0057179613838282727 0.0075883207057806422 0.019447075454518199 0.0053046416944991324
leaf_weight=39 24 48 22 29 27 21 32 20 20 59 20 23 30 36 33 44 20 25 112 29 149 168 24 29 41 37 30 1871 20 39
leaf_count=39 24 48 22 29 27 21 32 20 20 59 20 23 30 36 33 44 20 25 112 29 149 168 24 29 41 37 30 1871 20 39
internal_value=0 0.00720607 0.00566331 0.00593975 0.00701745 0.00390238 0.00765575 0.00775363 0.00273705 0.00341385 -2.17233e-05 0.00459633 0.00304618 0.00287598 0.00401474 0.00580998 0.00846505 -0.00160948 0.00524952 0.00434089 0.00752422 0.00879249 0.00966882 0.00767965 0.00760136 0.00476451 0.00159469 0.00775775 0.0113601 0.00898156
internal_weight=0 2787 629 607 397 210 2158 2119 334 289 74 215 54 156 133 100 64 45 162 141 368 219 192 2099 2067 108 71 1959 88 68
internal_count=3121 2787 629 607 397 210 2158 2119 334 289 74 215 54 156 133 100 64 45 162 141 368 219 192 2099 2067 108 71 1959 88 68
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 11 43 2 0 9 0 457 0 4 123 12 1212 12 16 1453 1374 151 15 12 456 43 0 3 15 475
split_gain=0.492516 0.18451 0.151197 0.137218 0.121094 0.107156 0.211229 0.182852 0.217163 0.131064 0.121049 0.177857 0.194902 0.254025 0.236286 0.124565 0.207357 0.173749 0.134157 0.135886 0.140102 0.125239 0.124446 0.178961 0.113816 0.123729 0.181727 0.175508 0.129041 0.111174
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.079859999999999987 1.0000000180025095e-35 -0.23714499999999997 -0.0091949999999999983 -0.07384499999999998 -0.08477999999999998 -0.10836499999999999 0.29113500000000009 -0.14832499999999996 -0.00027999999999999998 0.08128500000000001 0.083785000000000012 0.040035000000000008 0.083935000000000023 0.0057500000000000008 -0.076894999999999977 0.088460000000000011 -0.15340499999999999 0.083490000000000023 0.079890000000000017 0.087485000000000021 -0.23229999999999998 -0.084384999999999988 -0.10519499999999998 -0.074054999999999996 -0.080769999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 7 -7 8 -1 -10 11 12 -9 14 -14 16 22 -17 19 -19 21 -21 -12 -24 25 -20 -27 -28 -29 -30
right_child=3 -3 -4 -5 -6 6 -8 10 9 -11 15 -13 13 -15 -16 17 -18 18 24 20 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.0093924910797236055 -0.0032748256663744078 -0.00092982324069563419 0.0018272264595501698 0.0092479511384941111 0.0026664338474112906 0.0011721509990507159 0.010456896875690245 0.0086959910119892413 0.0029237593042439427 -0.0068539475449002716 0.0088634011768143669 -0.004126625485895645 -0.0090348860490377294 0.0061157415641597858 0.0046020328542605666 -0.00066522461711429062 0.016727595418536415 0.013585903509661105 0.01101853673362398 9.3261719470879494e-05 0.015397768183611334 0.0071027963651661323 0.0095049400161951788 -0.0038727063499391077 0.010939179701733793 -0.0024096316867193361 -0.0040839378209784633 0.0093184159650058652 0.011045211156749208 0.0037201794858634225
leaf_weight=26 39 33 65 28 285 29 158 107 29 26 228 21 27 96 24 32 30 33 29 26 20 1298 20 20 32 37 20 71 23 209
leaf_count=26 39 33 65 28 285 29 158 107 29 26 228 21 27 96 24 32 30 33 29 26 20 1298 20 20 32 37 20 71 23 209
internal_value=0 0.00650292 0.00659257 0.0025317 0.00195128 0.00670854 0.00901702 0.00653475 0.00186162 -0.00169843 0.00669227 0.00471793 0.00544917 0.00308584 -0.00261751 0.00694742 0.00884338 0.00663868 0.00676867 0.00724629 0.00709063 0.00696515 0.00796082 0.00281612 0.00520646 0.00473488 0.00422869 0.00498912 0.005588 0.00444637
internal_weight=0 2769 2736 352 324 2671 187 2484 81 55 2403 275 254 147 51 2128 298 1830 1798 1377 1344 1324 268 40 421 389 360 323 303 232
internal_count=3121 2769 2736 352 324 2671 187 2484 81 55 2403 275 254 147 51 2128 298 1830 1798 1377 1344 1324 268 40 421 389 360 323 303 232
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 14 1 2 2 2 52 1 1 2 13 52 47 10 43 3 15 0 12 43 4 16 0
split_gain=43.5671 7.02859 4.49695 4.09958 2.40821 2.21509 1.86172 1.51533 1.46664 1.28416 1.11328 0.990625 0.858875 0.640307 0.572367 0.532854 0.692624 0.509366 0.449298 0.494019 0.420029 0.405938 0.360478 0.32233 0.306127 0.296473 0.29436 0.279485 0.403217 0.33743
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.11474000000000002 0.089885000000000007 0.17025000000000004 -0.56176499999999996 0.090540000000000023 0.089770000000000016 0.097845000000000015 -0.004174999999999999 0.12492500000000002 0.078345000000000012 -0.38851999999999992 -0.080324999999999994 -0.0096849999999999974 0.095175000000000023 -0.026509999999999995 0.10061500000000002 -0.050459999999999998 0.038415000000000012 -0.10850999999999998 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 18 8 12 11 -5 25 14 17 -13 -1 27 -17 22 19 -3 -14 -11 -4 -10 -6 -7 -19 29 -29 -15
right_child=1 2 7 9 24 10 -8 -9 23 21 -12 13 20 15 -16 16 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013587846578601386 0.0012898467342735442 0.00063409101763331791 0.00058832076099821305 0.0012386411287579216 0.001037095569791322 0.0012780039105564356 0.00074300017861944894 0.00084193295433477677 0.0016632931142262603 0.00083818484690626263 0.00066915173083543773 0.001487099291307438 0.00034350951168734851 0.0012883449205392378 0.0012532093199196519 0.00078743648567567315 0.0012205813087376894 0.00046373514302919689 0.00098558893975089572 0.00087800258784632155 -1.318720592693849e-05 0.00050465616676043351 0.00035168426061998323 0.0014115828914705673 0.00072282557382752637 0.0010392736322155185 0.00075269829076772923 0.0012736734604254429 0.0010950492734779316 0.0010288703996761174
leaf_weight=1092 76 176 33 28 22 40 22 37 53 47 23 43 30 527 241 22 40 23 20 39 22 20 99 31 26 40 33 107 89 20
leaf_count=1092 76 176 33 28 22 40 22 37 53 47 23 43 30 527 241 22 40 23 20 39 22 20 99 31 26 40 33 107 89 20
internal_value=0 0.000727304 0.000657786 0.00128528 0.00130152 0.000809572 0.00131065 0.000472574 0.00131616 0.000885998 0.00104934 0.00130637 0.000415631 0.00125397 0.0013397 0.00124152 0.00106688 0.000477321 0.000704485 0.000678335 0.000192599 0.000738624 0.000410843 0.0015704 0.000866866 0.00115864 0.000634017 0.00125609 0.00119256 0.00127886
internal_weight=0 691 615 2430 2335 338 2287 277 2265 95 103 2181 240 848 1333 805 62 188 235 215 52 67 132 84 48 80 56 743 196 547
internal_count=3121 691 615 2430 2335 338 2287 277 2265 95 103 2181 240 848 1333 805 62 188 235 215 52 67 132 84 48 80 56 743 196 547
is_linear=0
shrinkage=0.00196078


Tree=3854
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 2 1 14 2 4 48 2 47 15 14 1 0 52 160 1 475 475 52 150 47 10 16
split_gain=74.9137 12.1179 7.46952 6.63029 4.35687 3.62636 2.09215 1.97245 1.84745 1.6617 1.65154 1.26136 1.15871 1.08317 0.878911 0.671795 0.572679 0.558109 0.553805 0.555175 0.51721 0.506728 0.503177 0.42665 0.584435 0.425588 0.577118 0.42975 0.421877 0.420985
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13501500000000002 0.13082500000000002 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.14753000000000002 0.27834500000000006 -0.015314999999999997 -0.090999999999999984 0.090100000000000013 -0.41942499999999994 0.062655000000000016 0.089875000000000024 -0.095504999999999993 -0.56176499999999996 -1.0000000180025095e-35 0.11588000000000001 -0.088274999999999978 -0.10344499999999998 0.024145000000000003 1.0000000180025095e-35 0.081320000000000017 -0.38124499999999995 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 10 13 11 22 -5 14 12 -4 -7 -1 -3 -13 20 23 -20 -15 -14 -6 24 -16 26 -22 29 -18 -27
right_child=1 2 7 9 8 6 -8 -9 -10 -11 -12 16 21 17 18 -17 28 -19 19 -21 25 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011828414936435414 0.0015197890827942603 0.00068270661928866412 0.00077164544897409635 0.00133430776800753 0.0015032024572664828 0.0010823342779018228 0.0010245728954745858 0.0008822727801800289 0.00074287811450179356 0.00080596486124776153 0.0018984123216182049 0.0003977070296612367 0.00060679220170679329 0.0016885357847675733 0.0016276139783369503 0.00098567586513905727 0.00025592093245245008 0.0017701708484248468 0.0012880450705202615 0.0015351612325824006 0.0014143102398641359 0.00030617211215123254 0.0011829058028230764 0.0016026479125523891 0.0011592696081189548 0.0014954315972185008 0.0011042305944012662 0.0017623814102870968 -8.8963508603579278e-05 0.0012386850915313545
leaf_weight=22 74 191 40 37 44 30 48 34 24 60 62 32 29 34 21 33 25 22 41 237 300 84 33 1170 20 271 25 21 30 27
leaf_count=22 74 191 40 37 44 30 48 34 24 60 62 32 29 34 21 33 25 22 41 237 300 84 33 1170 20 271 25 21 30 27
internal_value=0 0.000771217 0.000678739 0.00150988 0.000879785 0.0015306 0.0014211 0.000440271 0.00121788 0.0010075 0.00158476 0.000377654 0.000484845 0.00144718 0.00157189 0.00072734 0.000189146 0.00146281 0.00157764 0.00149872 0.00145284 0.000383322 0.00136593 0.00159576 0.00139915 0.0014404 0.00139046 0.00149127 6.78021e-05 0.00147217
internal_weight=0 673 599 2448 325 2351 778 274 101 97 1573 240 153 730 1511 224 87 700 1489 278 678 113 77 1211 41 644 325 319 55 298
internal_count=3121 673 599 2448 325 2351 778 274 101 97 1573 240 153 730 1511 224 87 700 1489 278 678 113 77 1211 41 644 325 319 55 298
is_linear=0
shrinkage=0.00196078


Tree=3855
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 2 2 1 2 2 4 11 3 3 2 11 10 1 1 4 15 123 16 52 160 131 15 0 51
split_gain=39.4637 6.22105 3.98708 3.14032 2.14351 2.04955 1.69012 1.6553 1.33625 1.15828 1.09504 0.91175 0.878169 0.747288 0.711741 0.636571 0.611258 0.468169 0.456062 0.442792 0.819865 0.437103 0.426402 0.394253 0.438276 0.344781 0.339576 0.323091 0.297748 0.286262
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.10467500000000002 -1.0000000180025095e-35 0.089775000000000008 0.09253500000000002 0.17025000000000004 0.13754500000000003 0.42051500000000003 1.0000000180025095e-35 0.30112000000000005 -0.014944999999999998 0.094835000000000017 1.0000000180025095e-35 -0.38124499999999995 0.086920000000000011 0.088975000000000012 -0.087894999999999987 -0.086849999999999997 0.088205000000000019 0.19444000000000003 -0.14765999999999999 -1.0000000180025095e-35 0.09031500000000002 -0.040439999999999997 -0.23091999999999999 -0.079189999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 5 8 7 6 14 12 15 11 16 13 18 22 -3 -1 19 -11 28 23 -21 -17 27 24 -9 -13 -2 -4 -5 -7
right_child=1 2 9 4 -6 29 -8 10 -10 17 -12 25 -14 -15 -16 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013572609577423486 0.001299459183782474 0.00087519394799920856 0.00096764461715626558 0.0015281335045309627 0.00059081400598527168 0.00041566356512097024 0.0011434852267597235 0.0014323590206692749 0.00072888781289050263 0.00032374120718609397 0.00083974258975181616 0.00054546437314498459 0.0015064306153075217 0.00037513568656506881 0.00041705062629492312 0.0012062704124871423 0.0013509396235011509 -5.4330145392347782e-05 0.0012115354080448676 0.0012680930676863024 0.00080555185896904135 0.00083446893711432407 0.00049612652948674031 0.0010954161870348103 0.0011925067928884178 0.00031527558480585837 0.0010174923813810535 0.0006658280775243161 0.0012862379713913558 0.00066234656271520578
leaf_weight=26 52 32 30 20 20 20 75 31 67 34 37 36 62 30 22 20 77 20 391 26 34 31 20 160 531 82 24 25 897 189
leaf_count=26 52 32 30 20 20 20 75 31 67 34 37 36 62 30 22 20 77 20 391 26 34 31 20 160 531 82 24 25 897 189
internal_value=0 0.000681176 0.000615774 0.00121222 0.00122992 0.000758697 0.000953044 0.00123556 0.000931376 0.000441377 0.00117003 0.000503771 0.00127841 0.000636682 0.000688543 0.00110757 0.00118425 0.000183715 0.00126761 0.00116784 0.00100599 0.000980273 0.000741301 0.00118129 0.00120574 0.000385503 0.00121042 0.000830455 0.00129151 0.000638741
internal_weight=0 691 615 2430 2286 338 129 2266 144 277 896 223 1370 105 54 77 859 54 1308 782 60 51 75 722 562 118 76 55 917 209
internal_count=3121 691 615 2430 2286 338 129 2266 144 277 896 223 1370 105 54 77 859 54 1308 782 60 51 75 722 562 118 76 55 917 209
is_linear=0
shrinkage=0.00196078


Tree=3856
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 150 16 49 0 13 50 1 12 1 124 3 0 2 40 0 1 133 47
split_gain=74.1961 11.0344 6.5386 5.65644 3.73428 3.45816 2.4149 2.1406 2.13137 2.01836 1.82238 1.20615 1.22065 0.968387 0.874789 0.81108 0.803567 0.779191 0.576947 0.559482 0.687412 0.529285 0.469132 0.465038 0.412008 0.385221 0.380208 0.375546 0.368927 0.362002
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14753000000000002 -1.0000000180025095e-35 0.062655000000000016 0.10855000000000002 0.13501500000000002 0.09253500000000002 0.00063500000000000004 0.09487000000000001 -0.50992999999999988 -0.054984999999999992 -0.11173999999999999 -1.0000000180025095e-35 0.041865000000000006 0.13075500000000004 0.088245000000000004 0.089770000000000016 -0.081214999999999982 0.12745000000000004 -0.14832499999999996 0.31358000000000003 -0.063404999999999989 -0.099059999999999995 0.12811000000000003 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 21 11 26 13 -4 15 23 -6 -2 -1 25 24 28 20 -17 -3 -18 -13 -7 -10 -8 -27 -5 -16
right_child=1 5 10 18 9 17 8 -9 16 -11 -12 12 -14 -15 29 19 22 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011517315319940155 0.00083060653495958803 0.00038774108903762562 0.0011965625742160326 0.00044159565698654256 0.00083727374596732093 9.2401824227717909e-05 0.00076979002381902728 0.001711951621007501 0.00056146577375510223 0.00081399224182663883 0.00063328050016670477 0.0015524263405332377 0.00085966771674128052 0.0012596256362163286 0.0013595459301420124 0.0014536614621903905 0.00053214537468480806 0.00040525084497202232 0.00028395401587819351 0.0013660845646725388 0.001135132797792846 9.6556075522980463e-05 0.00085405613020511151 0.001270082178015485 -0.00021914461858911453 0.00040610181708254065 0.0010624023464229724 0.00010771005600082134 0.00076065576963042076 0.0011448647832707232
leaf_weight=50 23 48 34 22 22 51 38 76 34 48 63 25 27 407 58 739 46 23 24 712 27 48 28 218 24 50 31 24 38 63
leaf_count=50 23 48 34 22 22 51 38 76 34 48 63 25 27 407 58 739 46 23 24 712 27 48 28 218 24 50 31 24 38 63
internal_value=0 0.000594499 0.00132961 0.000945259 0.0013502 0.000414784 0.000506643 0.00138962 0.000607804 0.0011953 0.00083072 0.001376 0.00125518 0.00123797 0.00118114 0.00139735 0.000496551 8.95285e-05 0.000540892 0.00140565 0.00144243 0.000242149 0.000653949 0.00129913 -7.29304e-06 0.000388703 0.000901254 0.000309326 0.000643667 0.00124777
internal_weight=0 673 2448 228 2351 445 347 1874 251 477 97 1798 270 429 144 1528 182 98 84 1478 766 96 74 243 75 108 69 74 60 121
internal_count=3121 673 2448 228 2351 445 347 1874 251 477 97 1798 270 429 144 1528 182 98 84 1478 766 96 74 243 75 108 69 74 60 121
is_linear=0
shrinkage=0.00196078


Tree=3857
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 2 2 4 1 2 150 3 4 2 1 2 10 47 3 1 40 160 131 3 0 0
split_gain=47.5617 7.73818 4.62255 4.25175 2.43317 2.37292 1.67557 1.39773 1.3805 1.30527 1.17511 1.09341 0.746205 1.06252 0.728334 0.686126 0.641662 0.611205 0.496556 0.468031 0.44558 0.405004 0.354413 0.338779 0.331375 0.285107 0.274146 0.271476 0.26271 0.259616
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.13501500000000002 0.11474000000000002 0.40945500000000007 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.30112000000000005 -0.55119499999999988 -0.0091949999999999983 0.076935000000000017 0.089005000000000015 -0.38124499999999995 0.090100000000000013 -0.010424999999999999 0.11588000000000001 -1.0000000180025095e-35 -0.067824999999999983 0.09031500000000002 -0.14847999999999997 -0.010949999999999998 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 6 12 11 -5 14 23 15 16 17 18 24 -1 -14 28 -18 -9 -3 -13 -6 -4 -24 -2 -20 -7 -11
right_child=1 2 7 8 10 9 -8 20 -10 29 -12 22 13 -15 -16 -17 19 -19 27 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016755589973581494 0.0013755718819281253 0.00062917410563434072 0.00059695181798198301 0.0011968123527821648 0.001264933409059749 0.0012098792241122666 0.0016139001611493319 0.00028457522281899944 0.00070655554245462905 0.0010239481520897141 0.0006444061066215351 0.00053084079321862303 0.00095525108982839847 0.00082481064065935156 0.00090807925234721908 0.00036943867800959821 0.0013556370639365494 0.0012880351108100188 0.0014605130448558205 0.0012815089098044804 -8.4262250319999809e-05 0.00086135341084402181 0.00049248363793480627 0.0010008120458889632 0.00088129642876047715 0.00024500677502376991 0.0011232419995700611 0.0012474370678006174 0.0010073869949722082 0.00073453533782049188
leaf_weight=21 49 192 26 34 43 281 76 34 63 22 23 44 23 23 29 22 960 274 47 497 20 34 25 33 40 63 25 45 27 26
leaf_count=21 49 192 26 34 43 281 76 34 63 22 23 44 23 23 29 22 960 274 47 497 20 34 25 33 40 63 25 45 27 26
internal_value=0 0.000692135 0.000618235 0.0012807 0.000776393 0.0012973 0.00132872 0.000430639 0.000878398 0.00117382 0.00103273 0.000500022 0.00131667 0.00123082 0.00120813 0.000669321 0.00133526 0.00126226 0.00122989 0.00133035 0.000147969 0.000664104 0.000387155 0.00115025 0.000769282 0.000315313 0.00129033 0.00135629 0.00119213 0.000867183
internal_weight=0 673 599 2448 325 2351 1874 274 97 477 99 220 1798 320 429 88 1478 297 400 1457 54 226 132 76 66 88 74 92 308 48
internal_count=3121 673 599 2448 325 2351 1874 274 97 477 99 220 1798 320 429 88 1478 297 400 1457 54 226 132 76 66 88 74 92 308 48
is_linear=0
shrinkage=0.00196078


Tree=3858
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 11 42 2 4 2 4 11 1 0 52 13 15 51 4 4 47 39 2 3 43 159 15
split_gain=56.6637 8.6521 5.32084 5.2056 3.10848 2.9724 2.19901 1.63427 1.52109 1.42782 1.39259 1.3233 1.00176 1.0992 0.835501 0.654032 0.563723 0.666307 0.485903 0.484017 0.477574 0.46124 0.431198 0.427326 0.423509 0.569068 0.42115 0.603885 0.466705 0.390744
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.40124500000000002 0.13082500000000002 1.0000000180025095e-35 -0.076394999999999977 0.089885000000000007 0.40473500000000007 0.14753000000000002 0.27834500000000006 0.086080000000000018 0.091195000000000012 -0.13027499999999997 0.047850000000000011 -1.0000000180025095e-35 0.040760000000000005 0.0038750000000000004 -0.036839999999999991 0.024790000000000003 0.090100000000000013 0.084780000000000008 -0.0091949999999999983 -0.11171999999999999 -0.016814999999999997 0.0089800000000000019 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 5 4 6 23 8 12 10 -5 15 -7 13 -4 19 -1 17 -12 -15 20 -10 -2 26 -3 -11 -26 27 -18 -28 -14
right_child=1 2 7 9 -6 11 -8 -9 14 24 16 -13 29 18 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0014895360753533708 0.0015072586022171319 0.00069598884563950745 0.00080593857649421572 0.0014173128149088691 0.00093440084103373132 0.0012835227625865827 0.00084813170719380473 0.00089040018092828024 0.0017897988300697475 0.00062424936788339238 0.0010138944663363053 0.00080326559483164959 0.00043535492521044156 0.00035567370868472503 0.0014475988810500147 0.0013721061731067294 0.0014660819349280034 0.0014171929816071058 0.00065719138563068863 0.0018951471885451879 0.0013832888715699608 0.0011765703851101446 0.0013002883417459789 0.00094091436624819155 0.0006796807921765481 0.001101303277719839 0.001403255939531023 0.0010061859207994798 0.0015835963637146888 0.00016284684688782521
leaf_weight=1115 50 190 40 21 48 71 24 34 25 24 36 32 32 86 55 218 21 28 27 46 20 24 185 32 20 32 444 23 63 55
leaf_count=1115 50 190 40 21 48 71 24 34 25 24 36 32 32 86 55 218 21 28 27 46 20 24 185 32 20 32 444 23 63 55
internal_value=0 0.000767479 0.000689337 0.00140989 0.00142826 0.000859021 0.00143855 0.00048807 0.00144477 0.000964751 0.00143152 0.00113432 0.000431073 0.000526599 0.00163839 0.00147033 0.00136685 0.00119034 0.000427718 0.00175371 0.00160913 0.00140001 0.0013822 0.000731293 0.000839701 0.000939141 0.0014097 0.00122568 0.00142567 0.00026308
internal_weight=0 673 599 2448 2351 325 2303 274 2279 97 2133 103 240 153 146 1333 800 64 113 91 45 74 736 222 76 52 551 44 507 87
internal_count=3121 673 599 2448 2351 325 2303 274 2279 97 2133 103 240 153 146 1333 800 64 113 91 45 74 736 222 76 52 551 44 507 87
is_linear=0
shrinkage=0.00196078


Tree=3859
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 14 4 4 12 2 2 4 4 49 14 47 16 1 3 4 0 2 0 13 15 13 42 4 0
split_gain=38.2435 4.55301 4.10562 2.79837 2.56708 1.56308 1.47429 1.44685 1.42305 1.41299 1.1336 0.802118 0.758609 0.715956 0.686557 0.599075 0.629428 0.530509 0.50754 0.480904 0.461364 0.43006 0.501691 0.408879 0.375035 0.372886 0.36773 0.362582 0.533834 0.377191
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.076175000000000007 -0.16363499999999997 0.40124500000000002 0.095330000000000012 0.11389000000000002 0.14838000000000004 0.27834500000000006 0.23246000000000003 0.12497000000000001 0.062655000000000016 0.077555000000000013 0.10994000000000002 0.14089500000000002 0.090900000000000009 0.033845000000000007 -0.067094999999999988 0.10252500000000002 -0.10474999999999998 -1.0000000180025095e-35 -0.081924999999999984 -1.0000000180025095e-35 0.086555000000000007 -0.50690499999999983 -0.064754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 11 9 -6 -5 20 15 12 -3 14 -11 16 17 19 -7 -1 23 22 26 -4 -14 -13 -9 28 -25 -30
right_child=1 5 6 8 7 18 -8 21 -10 13 -12 25 24 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.0011039316435856026 0.00064086996502355073 0.00068334281211211657 0.0009697662852704525 0.001147540363903942 0.0012203258935274918 0.00095282341329923294 0.0015111428093880534 0.00078375675162001984 0.00064875915737229472 0.001156375087646426 0.00071725994568490781 0.00030907296749087525 0.00032102715992036736 0.00079468914676530695 0.00088846035155595523 0.0014911904399832726 0.0014049975329905201 0.0013016814094947956 0.00054070968107849948 0.00081082119264689473 0.0011342253026593826 0.00053651010975012091 0.00069407450770293106 0.0015729207110425293 0.00058520206601271694 1.0646085392637263e-05 0.0010960123810899508 0.0012129846653732789 0.0012800561998087036 0.0010890731318435526
leaf_weight=93 181 45 20 91 31 27 63 29 29 456 22 60 88 25 40 22 31 38 20 28 152 28 71 23 27 22 29 543 745 42
leaf_count=93 181 45 20 91 31 27 63 29 29 456 22 60 88 25 40 22 31 38 20 28 152 28 71 23 27 22 29 543 745 42
internal_value=0 0.00062603 0.00118038 0.000794809 0.00100383 0.000450243 0.00121571 0.000833218 0.001027 0.00120661 0.00114091 0.000386694 0.000467508 0.00111845 0.00113477 0.00118488 0.00114941 0.00109958 0.000777456 0.0010361 0.00123673 0.000756783 0.000804594 0.00124807 0.000383051 0.000229007 0.000939885 0.00125219 0.00127847 0.00126986
internal_weight=0 590 2531 301 422 289 2109 188 120 2046 234 242 160 521 496 212 190 159 47 121 1525 157 129 1373 115 82 58 1353 810 787
internal_count=3121 590 2531 301 422 289 2109 188 120 2046 234 242 160 521 496 212 190 159 47 121 1525 157 129 1373 115 82 58 1353 810 787
is_linear=0
shrinkage=0.00196078


Tree=3860
num_leaves=31
num_cat=0
split_feature=1 1 147 12 4 2 0 13 39 12 2 3 3 2 4 1 475 475 475 16 49 43 16 16 16 4 16 15 403 4
split_gain=1.921 0.370025 0.268173 0.253891 0.205966 0.206209 0.139204 0.158351 0.23458 0.183902 0.129678 0.119985 0.323993 0.138232 0.151522 0.134297 0.116742 0.176559 0.152974 0.192632 0.112243 0.105851 0.194521 0.159256 0.135823 0.247086 0.102108 0.11996 0.108962 0.0989161
threshold=0.10337500000000001 0.13075500000000004 0.10100500000000003 0.085055000000000006 0.40124500000000002 0.092120000000000021 0.024095000000000002 -1.0000000180025095e-35 0.15619500000000003 -0.10022999999999999 0.13712500000000002 -0.14186499999999996 -0.11171999999999999 0.10855000000000002 -0.16363499999999997 0.089770000000000016 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 -0.010264999999999998 0.11560500000000001 -0.025214999999999998 0.052820000000000013 -0.008904999999999998 -0.50690499999999983 0.0082450000000000006 -0.43320999999999993 0.13592500000000005 -0.53255499999999989 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 21 5 16 7 9 10 -3 -9 13 -13 14 -7 26 17 -1 19 -18 -20 -2 23 24 -23 -26 -14 28 -28 -30
right_child=1 6 -4 -5 -6 11 -8 8 -10 -11 -12 12 15 -15 -16 -17 18 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.014612123222443566 0.0052437483854591849 0.0084640080014997659 -0.0019545369781553746 0.012155525431729283 0.0034895049778490583 0.023505605158529112 -0.0021258884957205738 0.017531002400442957 -0.00038972999900579455 0.00050471614689586006 0.007444030604361055 -0.00017755068433673486 0.016320018997510611 0.0091192035348681005 0.013006341402177457 0.0078559803911736493 0.027024049439933154 0.0031445281822234392 0.013954324523129885 0.014842968577569402 0.0073249679412513693 0.0053892137867439056 0.017877096674320372 -4.1090902364389463e-05 0.0061155239672020627 0.019773713327371156 0.0050502524990588427 0.0057949013542383911 0.013374481615126109 0.010186237265678267
leaf_weight=29 125 42 22 189 22 28 32 25 20 94 26 23 59 23 27 74 20 25 1443 37 26 46 22 22 27 26 20 30 387 130
leaf_count=29 125 42 22 189 22 28 32 25 20 94 26 23 59 23 27 74 20 25 1443 37 26 46 22 22 27 26 20 30 387 130
internal_value=0 0.00722608 0.00882963 0.00934878 0.0131209 0.0132099 0.00401225 0.00496114 0.00878909 0.00296273 0.0123886 0.0119029 0.0115009 0.0156291 0.0183514 0.0118846 0.0138725 0.00930305 0.0140342 0.019117 0.013837 0.0073694 0.00922749 0.00765484 0.00936505 0.0128158 0.0123608 0.0119488 0.0122926 0.0125728
internal_weight=0 718 479 457 2403 2381 239 207 71 136 51 801 723 78 55 700 1580 54 1526 57 1469 268 143 121 99 53 626 567 537 517
internal_count=3121 718 479 457 2403 2381 239 207 71 136 51 801 723 78 55 700 1580 54 1526 57 1469 268 143 121 99 53 626 567 537 517
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=31
num_cat=0
split_feature=1 4 155 4 2 157 2 147 12 133 1212 11 13 401 52 13 1213 1212 1456 3 15 0 47 483 1453 1429 1429 480 484 4
split_gain=1.55735 0.328154 0.208169 0.16763 0.169888 0.161782 0.157436 0.148787 0.127409 0.115444 0.147893 0.116057 0.123683 0.14615 0.127328 0.123522 0.11446 0.162503 0.115587 0.118225 0.109722 0.138933 0.114328 0.108108 0.230533 0.14544 0.267824 0.137907 0.132002 0.110046
threshold=0.10293500000000001 0.27287000000000006 0.10158500000000002 0.40124500000000002 0.092120000000000021 -0.09416999999999999 0.25063000000000007 0.094075000000000006 0.093965000000000007 -0.14757499999999998 0.085870000000000016 0.080705000000000013 -0.092879999999999976 0.11336 0.084735000000000019 -0.097224999999999992 0.12428000000000002 0.11534000000000001 0.056265000000000009 -0.085784999999999986 0.013270000000000002 -0.026509999999999995 0.084210000000000021 -0.070084999999999981 -0.013154999999999998 0.084690000000000015 0.086825000000000013 -0.063594999999999985 -0.086964999999999987 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 9 -2 -3 20 -4 10 -1 12 14 16 15 -11 17 18 23 -20 21 22 -7 28 -25 27 -27 -26 -14 -29
right_child=1 6 8 -5 -6 7 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.013780323879129086 -0.001295461617410183 0.0047773553078768478 0.020221962900832297 0.0031405544987964358 0.010714773163782238 0.0062108528758731806 -0.0036471085263959447 -0.00039751669275574388 0.010661531599559924 0.015409573540091516 0.022329400270245971 0.018383842855691911 0.011145852498399715 0.018618316988512459 0.0034095093200448901 0.0053295510512543845 0.017228269664743959 0.0041577776213391473 0.019461579299531878 0.012990760497753703 0.012953113699133725 0.0013019457808695735 0.01061855417698802 0.0022308188141323625 0.0038805767940357327 8.6638801891742088e-05 0.013354959693970159 0.013826687233640106 0.019595978243006885 0.011474080833536814
leaf_weight=129 20 293 20 22 791 112 24 20 46 31 24 30 36 36 32 20 43 26 40 96 47 30 124 26 20 29 32 302 38 582
leaf_count=129 20 293 20 22 791 112 24 20 46 31 24 30 36 36 32 20 43 26 40 96 47 30 124 26 20 29 32 302 38 582
internal_value=0 0.00656714 0.00840377 0.0118292 0.0119101 0.00743998 0.00413954 0.00796463 0.0135586 0.0125116 0.0151214 0.0122302 0.0120973 0.0123352 0.00835412 0.0114566 0.012157 0.0119793 0.0121487 0.0148939 0.00849895 0.00771193 0.00852676 0.0117981 0.0115228 0.0117731 0.00704707 0.012092 0.0154851 0.0122778
internal_weight=0 736 419 2385 2363 353 317 333 66 1572 153 1419 1389 1306 83 51 1270 1227 1201 136 313 266 236 1065 991 965 61 904 74 884
internal_count=3121 736 419 2385 2363 353 317 333 66 1572 153 1419 1389 1306 83 51 1270 1227 1201 136 313 266 236 1065 991 965 61 904 74 884
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 11 1 43 2 1 3 43 159 0 160 158 1 11 3 0 43 16 131 16 0 1212
split_gain=23.9382 3.73038 2.57663 2.20861 1.42092 1.36255 1.13885 1.06427 0.841157 0.777553 0.705639 0.587419 0.560001 0.442195 0.39091 0.4513 0.386898 0.339812 0.372754 0.333755 0.33104 0.325423 0.308129 0.352799 0.26476 0.261405 0.24417 0.238554 0.238412 0.236625
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.13082500000000002 1.0000000180025095e-35 0.092845000000000025 -0.20207499999999998 0.089885000000000007 0.14860500000000001 -0.11171999999999999 -0.016814999999999997 0.0089800000000000019 -0.096374999999999975 -0.087429999999999994 0.10667500000000002 0.091195000000000012 0.080150000000000013 -0.010424999999999999 -0.10474999999999998 -0.086304999999999979 0.19444000000000003 0.09031500000000002 -0.08231999999999999 -0.026509999999999995 0.091220000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 6 7 -3 9 13 12 -5 -11 20 22 15 -14 17 18 -16 -18 27 -13 -4 -24 -6 -19 -2 -1 -7 -29
right_child=1 2 8 10 24 28 -8 -9 -10 11 -12 21 14 -15 16 -17 19 25 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0010497613135023762 0.0010479749983481979 0.00091774679847999197 0.00045998842967822024 0.00088946019611743372 0.00035235549765818853 0.00079738520876024711 0.00050089826921389006 0.00058647032425391903 0.00064113125840960347 0.00084207868964405238 0.0005472900851345153 0.0013342609044675734 0.00096684577301436782 0.00016250709582440068 0.0010214988820526113 0.00060735281463649489 0.0011048037349084448 0.00097492913278248458 0.00075863610049161842 0.0008638779412982752 0.0009306265720164424 0.0011129655686012883 0.00042599066869631241 0.00020159239110959692 0.00054409488636619806 0.00087611221879909989 0.0008081338639352835 0.0010010868978087321 0.0005200429014625593 0.00085685558999435178
leaf_weight=439 47 79 71 37 33 22 37 26 34 24 62 36 25 58 28 29 93 374 80 29 218 88 46 65 172 142 25 629 26 47
leaf_count=439 47 79 71 37 33 22 37 26 34 24 62 36 25 58 28 29 93 374 80 29 218 88 46 65 172 142 25 629 26 47
internal_value=0 0.00054316 0.00049215 0.000962072 0.000611362 0.000974132 0.000784786 0.000980935 0.00035249 0.000985432 0.000675172 0.00112287 0.000975896 0.000311599 0.000934885 0.000773785 0.000946546 0.000926802 0.000826786 0.00104753 0.00100051 0.00117721 0.000359111 0.000294586 0.00051323 0.000947735 0.000964697 0.00101417 0.000647158 0.000991059
internal_weight=0 667 595 2454 321 2355 116 2307 274 2281 99 148 2133 240 800 54 746 624 108 122 1333 124 182 111 205 516 72 1115 48 676
internal_count=3121 667 595 2454 321 2355 116 2307 274 2281 99 148 2133 240 800 54 746 624 108 122 1333 124 182 111 205 516 72 1115 48 676
is_linear=0
shrinkage=0.00196078


Tree=3863
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 4 0 15 0 2 4 4 4 12 16 16 47 13 43 151 51 15 0 3 15
split_gain=62.704 10.2857 6.33286 5.56938 3.29496 3.04488 2.14434 2.11601 1.94931 1.74335 1.68913 1.32858 1.20063 1.18558 1.14798 1.07047 0.832614 0.717846 0.655948 0.548673 0.535577 0.521548 0.422572 0.370932 0.36988 0.365177 0.354279 0.332754 0.324063 0.321442
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.033845000000000007 0.09253500000000002 0.40473500000000007 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.14960000000000004 0.27834500000000006 0.40945500000000007 -0.49013999999999996 0.08401500000000002 -0.11118499999999999 -0.039889999999999988 0.090100000000000013 -1.0000000180025095e-35 -0.065269999999999981 -0.088784999999999989 0.13995500000000002 0.095175000000000023 -0.026509999999999995 -0.091054999999999983 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 14 11 -5 -6 12 -1 25 16 19 -4 23 -19 28 -14 24 -18 -15 -3 -13 -8 -7 -10 -20
right_child=1 2 7 9 10 27 26 -9 15 -11 -12 13 20 17 -16 -17 22 18 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014120844795423395 0.0012048041111606071 0.00065586946758569456 0.00046445597191194747 0.0010840828896789129 0.0010692879809318361 0.00090135017745263221 0.0016277397829450768 0.00065687062657980133 0.0014084477634990916 0.00052999359513930815 0.00053585389306944748 0.0012876762555315772 0.00071808485849912641 0.0010891563180462477 -4.0480912653854141e-05 0.00064555810351064175 9.0655552481290851e-05 0.00089484986902925792 0.0010939763449051281 0.00099842622804319843 0.0010857295156547835 0.00072089740544256263 0.00037554276451822453 0.0013655799996808015 0.00041628247213946286 0.0010685334564034456 0.001363849439136896 0.00057369708048452255 0.0011397767885058534 0.0012005704425782449
leaf_weight=20 76 29 48 34 74 22 53 37 20 61 33 1147 39 23 79 22 87 37 162 122 25 32 26 99 170 30 31 26 126 331
leaf_count=20 76 29 48 34 74 22 53 37 20 61 33 1147 39 23 79 22 87 37 162 122 25 32 26 99 170 30 31 26 126 331
internal_value=0 0.000524289 0.000440193 0.00119368 0.000620318 0.00121262 0.00122288 0.000220402 0.00121115 0.000728299 0.000904771 0.00123386 0.000992741 0.00124493 0.000153113 0.00106135 0.000248106 0.00117786 0.00114665 0.00109548 0.000861696 0.000488558 0.000156205 0.00131347 0.000451197 0.00128209 0.00153035 0.000723871 0.00117658 0.00116554
internal_weight=0 691 615 2430 338 2335 2287 277 2203 95 107 1913 84 1829 240 290 161 652 530 268 64 231 113 122 199 1177 84 48 146 493
internal_count=3121 691 615 2430 338 2335 2287 277 2203 95 107 1913 84 1829 240 290 161 652 530 268 64 231 113 122 199 1177 84 48 146 493
is_linear=0
shrinkage=0.00196078


Tree=3864
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 43 4 150 14 4 2 2 15 4 3 16 0 16 1 4 2 47 4 10 3 16 43 2
split_gain=51.9686 6.17458 5.7403 3.51357 3.27953 2.2848 1.9801 1.84487 1.80707 1.21818 1.10204 1.10086 1.07418 1.06385 0.825288 0.701393 0.741308 0.598074 0.572933 0.650815 0.513311 0.483214 0.630953 0.453542 0.530312 0.441637 0.436866 0.490129 0.435327 1.00143
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090455000000000021 0.12958500000000003 -0.04890499999999999 0.40124500000000002 1.0000000180025095e-35 0.076175000000000007 0.033845000000000007 0.17025000000000004 0.098035000000000011 0.13592500000000005 0.42051500000000003 0.30112000000000005 -0.040964999999999994 -0.10836499999999999 -0.43320999999999993 0.096255000000000021 -0.17966999999999997 0.10527500000000002 0.077555000000000013 -0.064054999999999987 -0.39453499999999991 -0.14186499999999996 -0.073404999999999984 -0.08076499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 13 10 12 -6 -5 21 18 14 15 23 26 16 -3 -8 19 -4 -11 -9 -23 24 -1 -14 -7 -28 -2 -30
right_child=1 6 5 8 7 11 17 9 -10 20 -12 -13 25 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0015246347067695038 0.00055657648622538095 0.00078750254846561476 0.0014144909274470699 0.0012947604478375197 0.00075638372606287401 0.001505135440422968 0.00063982977036018327 0.001452212014229469 0.00073269271878040744 0.0010834083362829452 0.0017458202010886036 0.0011752016072152094 0.00035013228616986316 0.0011142441037656212 0.00098393492000487144 0.00040124481737324437 0.00036544748703687407 0.0010823026226431717 0.0014468134019162923 0.00099990265136713991 0.00065807854129744121 0.0012836873888072498 0.0008621369565234465 0.001667406151886859 0.0012501138729584663 -1.153744443082342e-05 0.0014080984413027016 0.0013013042908922899 0.0011042667269464922 0.00069388355277769521
leaf_weight=48 44 48 37 91 88 73 23 30 29 20 46 169 27 63 23 118 24 24 1056 24 24 43 20 24 62 25 282 399 29 108
leaf_count=48 44 48 37 91 88 73 23 30 29 20 46 169 27 63 23 118 24 24 1056 24 24 43 20 24 62 25 282 399 29 108
internal_value=0 0.0007022 0.00134841 0.00089875 0.00113966 0.00139018 0.000497489 0.000977918 0.00115893 0.00112022 0.00144839 0.00131862 0.000425962 0.00132439 0.00134982 0.000494304 0.000646818 0.000865773 0.00143614 0.00125137 0.00085141 0.00124739 0.00114986 0.00142319 0.0013699 0.000176253 0.00136098 0.00134553 0.000726257 0.000780753
internal_weight=0 590 2531 301 422 2109 289 225 120 137 1163 946 242 197 777 190 72 47 1117 61 44 93 63 134 110 52 754 681 181 137
internal_count=3121 590 2531 301 422 2109 289 225 120 137 1163 946 242 197 777 190 72 47 1117 61 44 93 63 134 110 52 754 681 181 137
is_linear=0
shrinkage=0.00196078


Tree=3865
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 14 3 4 1 4 2 2 15 52 1 51 48 1 0 1 15 150 0 52 4 16 16 50 0
split_gain=35.354 5.57224 3.3481 2.73132 1.90022 1.75998 1.43368 1.35364 1.11384 1.0404 0.97243 0.868687 0.792242 0.596003 0.517269 0.453955 0.418218 0.563452 0.408176 0.346357 0.343104 0.317846 0.283607 0.542043 0.275934 0.329924 0.394702 0.592711 0.266319 0.261466
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10467500000000002 0.13501500000000002 0.062655000000000016 -0.022174999999999997 0.27834500000000006 0.09253500000000002 0.42051500000000003 0.14285500000000004 0.089775000000000008 -0.41396999999999995 -0.56176499999999996 0.089770000000000016 -0.091239999999999974 0.090225000000000014 0.091195000000000012 -0.062294999999999996 0.11588000000000001 0.090455000000000021 0.091355000000000006 -0.23091999999999999 0.40674500000000008 -0.27825499999999997 0.0057500000000000008 0.083160000000000026 0.086295000000000011 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 8 19 12 -5 11 -4 18 -12 -14 -16 -17 -18 24 20 -3 -8 -6 -24 25 -1 -27 -28 -13 -7
right_child=1 2 10 9 22 29 21 -9 -10 -11 13 28 14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014371394740989784 0.0011663132496139705 0.0012608029598022272 0.00070219964057618468 0.0011170069499085243 0.00066644651910353653 0.00096706880269814511 0.0015475554269741214 0.00065183342487661641 0.00074055350631302798 0.00068896464699336245 0.00040137438294168289 0.00027553312835239231 0.0013472109557394018 0.00010184852192781542 0.0011399375012705766 0.0012009218291324727 0.00061701956661600694 0.0010670207644108514 0.001136127391114179 0.00085352532336024011 0.00096134156524355888 0.0013045993209611694 0.00077572605919604208 0.00038500415841588896 0.0010405764074402938 0.0012398332651956604 0.00086675513267037076 0.0012161511807840745 0.00055917011683478078 0.00067662643114186336
leaf_weight=30 76 38 76 34 146 22 47 46 22 61 113 35 43 33 753 20 20 23 216 21 24 37 20 43 29 963 28 56 20 26
leaf_count=30 76 38 76 34 146 22 47 46 22 61 113 35 43 33 753 20 20 23 216 21 24 37 20 43 29 963 28 56 20 26
internal_value=0 0.00066543 0.000603533 0.00116807 0.000734503 0.00118133 0.00118912 0.000921636 0.00117954 0.000842159 0.00044372 0.000566368 0.00118397 0.000333673 0.00113761 0.00112656 0.000966672 0.000857718 0.00121409 0.00107117 0.00114488 0.00144054 0.000618999 0.000509043 0.00122932 0.0012344 0.00122859 0.00109969 0.000378674 0.000809746
internal_weight=0 691 615 2430 338 2335 2287 129 2203 95 277 131 2181 146 859 816 63 43 1322 83 62 84 209 63 1106 1077 1047 84 55 48
internal_count=3121 691 615 2430 338 2335 2287 129 2203 95 277 131 2181 146 859 816 63 43 1322 83 62 84 209 63 1106 1077 1047 84 55 48
is_linear=0
shrinkage=0.00196078


Tree=3866
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 2 14 2 4 47 0 0 50 14 16 47 52 15 39 0 14 3 49 3 40
split_gain=55.4037 6.483 5.90236 3.90962 3.4072 2.72822 2.34426 2.07413 1.74941 1.40752 1.22424 1.16217 1.14978 1.0629 0.895394 0.78771 0.718399 0.69461 0.694075 0.667282 0.659476 0.650606 0.558351 0.536626 0.533588 0.510625 0.482628 0.477433 0.582961 0.475636
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 -0.17966999999999997 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.13501500000000002 0.076175000000000007 0.11389000000000002 0.033845000000000007 0.077555000000000013 -0.11242999999999999 -0.093584999999999988 0.041865000000000006 0.062655000000000016 0.10994000000000002 0.080455000000000013 -0.52606999999999993 -0.095244999999999982 0.098220000000000016 -0.050684999999999994 -1.0000000180025095e-35 0.090900000000000009 -0.063424999999999981 -0.013929999999999998 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 21 8 -5 11 29 -10 13 15 14 16 18 22 -9 -7 19 26 27 -2 -4 25 -23 -11 -1 28 -8 -3
right_child=1 5 7 6 -6 17 20 10 9 23 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012714179707508462 0.0014811594070506698 0.00058487394524800202 0.0014308620638707106 0.0014720740657644111 0.00068011309342753978 0.00021664377342213499 0.00068864314249206184 0.0016076315927522808 0.0010839436290199572 0.00095233002431327821 0.00099170603150246185 0.0017752188366646454 0.00090173133474620267 0.0012102088629185454 0.0016694539955380552 0.0014675792561521046 0.0013732115645026994 0.00058288365907315312 0.0016622200549817551 0.0015013199318796243 0.0011040298767339171 0.0012262584861290257 0.00097819200572483046 0.00042869792962020711 0.00086535365224218509 0.00066529568451405849 0.0009777825784866882 0.00068613817867481126 0.0010952949329139361 0.00029950593409746652
leaf_weight=93 28 43 20 28 74 85 23 54 42 31 36 46 22 152 33 1053 726 26 20 38 33 63 22 27 21 103 28 71 33 47
leaf_count=93 28 43 20 28 74 85 23 54 42 31 36 46 22 152 33 1053 726 26 20 38 33 63 22 27 21 103 28 71 33 47
internal_value=0 0.000703681 0.00137091 0.00115923 0.0010066 0.000564218 0.000948672 0.00141326 0.000663394 0.000764277 0.00134651 0.0014699 0.00132839 0.00136021 0.00137267 0.00145708 0.00138944 0.00030243 0.00131796 0.00127465 0.000857077 0.00122231 0.00119375 0.000680885 0.00113603 0.000731699 0.00120347 0.000792908 0.000928277 0.000435848
internal_weight=0 590 2531 422 186 404 188 2109 293 203 968 1141 234 932 212 1095 780 111 179 159 160 112 42 161 84 134 121 127 56 90
internal_count=3121 590 2531 422 186 404 188 2109 293 203 968 1141 234 932 212 1095 780 111 179 159 160 112 42 161 84 134 121 127 56 90
is_linear=0
shrinkage=0.00196078


Tree=3867
num_leaves=31
num_cat=0
split_feature=1 3 123 4 376 2 2 4 16 44 4 52 14 15 11 0 3 4 1176 1209 42 43 52 0 43 400 4 133 13 52
split_gain=2.51569 0.375115 0.331945 0.27333 0.23726 0.29587 0.224743 0.204168 0.316705 0.17865 0.189875 0.155666 0.146058 0.142921 0.232291 0.139583 0.138614 0.333137 0.14663 0.136511 0.134275 0.130649 0.121979 0.113117 0.111437 0.222163 0.177484 0.1238 0.199485 0.17741
threshold=0.10752500000000002 0.31534000000000006 1.0000000180025095e-35 0.41257000000000005 0.083785000000000012 0.10855000000000002 0.13501500000000002 -0.050494999999999991 -0.059624999999999991 1.0000000180025095e-35 0.36766000000000004 0.048770000000000008 -0.47013499999999991 1.0000000180025095e-35 1.0000000180025095e-35 -0.096374999999999975 0.090900000000000009 -0.059649999999999988 0.085295000000000024 0.091045000000000001 -0.076394999999999977 -0.080324999999999994 0.11434500000000002 -0.026509999999999995 0.0051600000000000005 -0.064794999999999978 -0.080584999999999976 -0.065894999999999981 -0.089109999999999981 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 9 -7 -9 10 13 -3 -5 16 24 -14 18 -18 19 -1 -4 -22 -17 -8 27 -26 -27 29 -29 -15
right_child=1 11 20 12 -6 7 23 8 -10 -11 -12 -13 15 14 -16 22 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.015006571189770288 0.014585374969929616 -0.0016223916179386147 0.016580531852585928 0.012767772793769836 0.0025550939224879532 0.014743635493020216 0.013475806194103577 0.0098791041283778133 -0.0021304658956497031 0.022651535969588063 0.0083469196145112331 0.0069271157235454989 0.0087249331641942266 0.021543486583203215 0.021483901753352668 0.0007958779093645386 0.015552917058373151 0.0029815978184342387 0.0067758429552549904 0.0070480216019363565 0.010327247553290304 0.0021743944075343939 0.0084795363799289435 0.0037329333100038081 0.023259954129091719 0.007976911229820088 0.014433965532007278 0.0083409426255255104 0.015996275932326682 0.013880088772503255
leaf_weight=1060 141 57 21 25 34 33 22 62 34 31 42 34 55 88 71 88 53 35 23 22 61 29 27 26 22 58 160 36 625 46
leaf_count=1060 141 57 21 25 34 33 22 62 34 31 42 34 55 88 71 88 53 35 23 22 61 29 27 26 22 58 160 36 625 46
internal_value=0 0.00747647 0.0147276 0.00855325 0.0104277 0.0114191 0.0149728 0.00795821 0.00562571 0.0151099 0.01501 0.00157193 0.00563103 0.0151318 0.0159507 0.00458151 0.0143726 0.010553 0.0146768 0.0148448 0.00938028 0.00770022 0.00259987 0.00819842 0.0155711 0.0136826 0.012716 0.0161412 0.0155793 0.0189128
internal_weight=0 590 2531 499 304 270 2420 129 96 2372 2341 91 195 2299 1106 170 1193 88 1105 1082 111 90 115 48 1035 240 218 795 661 134
internal_count=3121 590 2531 499 304 270 2420 129 96 2372 2341 91 195 2299 1106 170 1193 88 1105 1082 111 90 115 48 1035 240 218 795 661 134
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 4 4 2 1 2 2 2 49 52 52 39 1 2 1 12 40 47 3 3 16 43 1 4
split_gain=46.229 7.46259 4.42883 3.40536 2.7449 2.61979 1.71726 1.63041 1.56412 1.39156 1.33199 1.14372 1.46908 1.08659 0.724219 0.70463 0.578573 0.531144 0.529334 0.779541 0.504715 0.522409 0.469738 0.405197 0.364573 0.403294 0.364193 0.357724 0.357655 0.353972
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.062655000000000016 -0.17966999999999997 0.27834500000000006 0.14753000000000002 0.09253500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.089775000000000008 -0.054984999999999992 -0.56176499999999996 0.048770000000000008 0.10226500000000001 0.089770000000000016 0.097845000000000015 0.085345000000000018 0.082480000000000012 -0.077714999999999992 0.090280000000000013 -0.017889999999999996 0.11658 0.11346000000000002 -0.04890499999999999 0.11910500000000002 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 8 -3 13 11 -4 22 -13 20 -2 -15 -6 24 29 -20 -1 -22 -9 -16 -14 27 -7 -26 -5 -17
right_child=1 4 10 28 16 26 -8 9 -10 -11 -12 12 17 15 23 18 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012759115221174886 0.00076441970148604678 0.00094887549647179636 0.0010878921796341084 0.00069781362590398276 4.5046992558315725e-05 0.0005983368084846039 0.0014934665559122318 0.00046428255275491589 0.00068761126832196521 0.00019137301831166222 0.00060356666553407494 0.0010263962133063209 0.00037665795611546319 0.001403408164962807 0.001245708670581271 0.0011856287252749117 0.00036823319985811631 0.00025709247180059842 0.00068558685780079672 0.0011386154257856749 0.0010339224582125194 0.0012227308464803131 0.00012224873817254695 0.0010241929319948933 0.00058981277764899153 0.00053553704281219345 0.00094111882616664531 0.00087716159591357955 0.00044127657385686117 0.0010889031357838525
leaf_weight=871 24 35 34 48 57 26 84 38 22 47 61 30 25 43 64 556 34 20 23 40 66 385 26 63 31 76 22 36 37 197
leaf_count=871 24 35 34 48 57 26 84 38 22 47 61 30 25 43 64 556 34 20 23 40 66 385 26 63 31 76 22 36 37 197
internal_value=0 0.000617142 0.00119191 0.000900076 0.000470389 0.00120879 0.00121831 0.000546537 0.00120782 0.000503735 0.000776904 0.000555795 0.000623454 0.00121306 0.00107679 0.00115877 0.000165798 0.000559155 0.00114588 0.000973224 0.00124834 0.0011951 0.000325331 0.00113582 0.000595115 0.000633306 0.000755445 0.000744209 0.000586145 0.00116032
internal_weight=0 691 2430 236 455 2335 2287 364 2203 329 95 282 218 2181 151 859 91 188 816 63 1322 451 64 127 168 143 48 67 85 753
internal_count=3121 691 2430 236 455 2335 2287 364 2203 329 95 282 218 2181 151 859 91 188 816 63 1322 451 64 127 168 143 48 67 85 753
is_linear=0
shrinkage=0.00196078


Tree=3869
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 47 4 2 4 0 47 1 4 12 4 475 150 13 47 1 3 15 10 3 457 4
split_gain=64.8127 10.0406 6.42465 5.58821 3.65569 3.1068 2.01812 1.6493 1.6421 1.63964 1.5622 1.22042 0.999824 0.98915 1.49585 1.54453 1.00008 0.686774 0.672311 0.553674 0.606294 0.491594 0.461257 0.448926 0.420251 0.415965 0.578019 0.351742 0.547036 0.332483
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.13082500000000002 0.40473500000000007 0.14753000000000002 0.27834500000000006 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.088245000000000004 -0.51843499999999987 -0.066784999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 0.10648500000000001 0.089875000000000024 0.0068900000000000012 -0.41942499999999994 -0.38124499999999995 0.30112000000000005 0.096470000000000014 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 -5 19 11 -6 12 -4 14 15 -1 17 18 -15 -7 -21 -14 24 -20 -3 -13 -27 28 -26 -17
right_child=1 2 9 7 10 8 -8 -9 -10 -11 -12 25 21 16 -16 29 -18 -19 23 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0012253450802788694 0.001211263634221037 0.00038884160252959199 0.00053928806647366172 0.0011037499424190428 0.0011048834462303158 0.0012990880552348858 0.0015848893064801784 0.00056788514101854045 0.00070912888720294474 0.00062751871084680533 0.00056367178206370445 0.00015976296533207299 0.00010610505982271976 0.001671254801816967 0.0014998418080637468 0.00091459328425825246 0.0010915658435719537 0.0012423393637762553 0.0013244778026213506 0.0011223898801750259 0.00081737879312008123 0.00040938323789757066 0.00074568150791467407 0.0010624056366633282 0.00086396167037187488 9.8794016767950624e-05 -0.00030489935592924747 0.00041868735573146035 0.00044200590400357429 0.00061223100216148895
leaf_weight=58 74 119 40 34 70 63 76 63 39 34 29 32 86 21 29 29 110 747 751 348 27 27 25 26 27 25 30 34 21 27
leaf_count=58 74 119 40 34 70 63 76 63 39 34 29 32 86 21 29 29 110 747 751 348 27 27 25 26 27 25 30 34 21 27
internal_value=0 0.000529868 0.000445689 0.00121693 0.000632145 0.00123596 0.00127192 0.000755714 0.00109467 0.000224529 0.000946347 0.000167438 0.000272875 0.00125869 0.00110223 0.00100108 0.00127221 0.00128507 0.00132506 0.001129 0.00110043 0.00017857 0.000494507 0.00131571 0.000463267 -1.79852e-05 -0.000121402 0.000571274 0.000679356 0.000768811
internal_weight=0 673 599 2448 325 2351 1874 97 477 274 99 240 153 1798 143 114 1655 1545 798 438 375 113 226 777 201 87 55 82 48 56
internal_count=3121 673 599 2448 325 2351 1874 97 477 274 99 240 153 1798 143 114 1655 1545 798 438 375 113 226 777 201 87 55 82 48 56
is_linear=0
shrinkage=0.00196078


Tree=3870
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 4 4 150 0 15 4 12 1 475 4 1 47 2 3 4 1 12 0
split_gain=75.9889 11.8468 6.95774 6.43538 4.31293 4.09558 2.95114 2.16581 2.10215 1.86766 1.84961 1.47045 1.32347 1.16285 1.09847 0.898937 1.68561 0.814095 0.697558 0.688695 0.675136 0.602493 0.584467 0.50741 0.436411 0.424895 0.414602 0.400159 0.37717 0.374354
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.14960000000000004 0.14753000000000002 0.24564500000000003 0.27834500000000006 1.0000000180025095e-35 -0.11173999999999999 -0.10653 0.0061450000000000003 0.088245000000000004 0.083345000000000016 -0.07550999999999998 -0.52556499999999995 0.089770000000000016 0.090100000000000013 0.087995000000000004 -0.010424999999999999 -0.036839999999999991 0.16175000000000003 0.11734000000000001 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 12 -5 11 -6 14 13 15 -4 20 16 -1 18 21 -18 -7 -17 -23 -3 -21 -15 -2 -13 29 -22
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 27 -14 25 -16 17 19 -19 -20 24 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018318258330267685 0.001631959922173444 0.00070226077066757187 0.00080693992891111503 0.0014379556186608928 0.0014024309178176948 0.0016501994693980497 0.0019647664166053077 0.00082388757081650749 0.00092483705786221163 0.00081891988142350925 0.00087643925038757722 0.00027536963411749064 0.0011296511657682118 0.00057725642644321446 0.001033277733599092 0.0019751871722975584 0.0014932868097755185 0.0014429023237789377 0.0015647056309405463 0.0013412645714168242 0.0014558655704255252 0.0016492934913249545 0.0013702463762822494 0.00096556603979370246 0.00097503581583661112 0.00032719212443687521 0.0013184358846712737 -3.5389653823567149e-05 0.001240855369736804 0.001189798230899634
leaf_weight=28 50 191 40 34 71 52 79 63 34 30 26 66 25 41 27 21 34 125 761 22 268 758 30 33 29 72 24 21 44 22
leaf_count=28 50 191 40 34 71 52 79 63 34 30 26 66 25 41 27 21 34 125 761 22 268 758 30 33 29 72 24 21 44 22
internal_value=0 0.000790126 0.000698688 0.00153407 0.000892725 0.00155449 0.0015937 0.00103913 0.000468535 0.00122911 0.00138369 0.000403892 0.00157771 0.000519627 0.00141563 0.00158391 0.00141457 0.00159519 0.00160732 0.00127712 0.00144237 0.00164741 0.00163867 0.000741051 0.00113302 0.000417923 0.00153028 0.000200359 0.00141002 0.00143568
internal_weight=0 673 599 2448 325 2351 1912 97 274 101 439 240 1833 153 413 1808 113 1695 1570 85 386 809 788 224 51 113 74 87 334 290
internal_count=3121 673 599 2448 325 2351 1912 97 274 101 439 240 1833 153 413 1808 113 1695 1570 85 386 809 788 224 51 113 74 87 334 290
is_linear=0
shrinkage=0.00196078


Tree=3871
num_leaves=31
num_cat=0
split_feature=1 52 3 2 2 9 14 2 1446 0 0 484 3 0 16 124 12 10 52 159 13 160 131 0 1 160 4 0 41 51
split_gain=3.08402 0.624099 0.379373 0.293299 0.257162 0.341122 0.217958 0.246802 0.201703 0.181706 0.200635 0.170896 0.167727 0.154962 0.319272 0.164974 0.16669 0.144708 0.14 0.240404 0.289698 0.242736 0.160454 0.145856 0.243969 0.179533 0.150895 0.167175 0.135472 0.138587
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.098630000000000009 0.11682500000000001 -1.0000000180025095e-35 0.062655000000000016 -0.13033999999999998 0.11581000000000001 -0.14001499999999997 -0.07384499999999998 -0.0087999999999999988 0.0022600000000000003 -0.026509999999999995 0.15273500000000004 -1.0000000180025095e-35 0.11734000000000001 -0.0026549999999999994 0.26521500000000003 -0.46267499999999995 -0.0021749999999999994 -0.54200499999999985 0.086090000000000014 -0.13027499999999997 0.083345000000000016 0.08443500000000001 0.0052350000000000009 -0.099059999999999995 0.08690500000000001 0.10532000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 17 7 -1 18 12 -11 -12 -7 15 -15 -5 -17 -3 23 -20 21 -21 -23 24 -9 -26 27 -25 29 -6
right_child=1 2 -4 13 28 9 -8 8 -10 10 11 -13 -14 14 -16 16 -18 -19 19 20 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0054497309122234589 0.016536126441529228 0.0071868097282607448 0.0020833456565544587 0.0084424611554519899 0.0038238632304021733 0.0034647176875487757 0.021829972058767452 0.019541024477956328 0.026362981088459494 0.01859900387109167 0.019042365045448685 0.0092882155139771532 0.012241191592514881 0.0029215800521746535 0.014660641959366892 0.016433046216177302 0.010023792924240549 -0.0030719670967664574 0.018472723097407395 0.021536275561898948 0.00044786086813970044 0.014179274505445864 0.0025364386476576331 0.024845093450155752 0.0042672794538013868 0.014698390896206327 0.013769797489154512 0.01717245544456775 0.013684717073504413 0.010249403777510623
leaf_weight=20 90 44 103 36 153 38 80 38 21 62 23 82 51 36 65 297 47 20 63 25 22 29 20 29 33 33 130 1367 21 43
leaf_count=20 90 44 103 36 153 38 80 38 21 62 23 82 51 36 65 297 47 20 63 25 22 29 20 29 33 33 130 1367 21 43
internal_value=0 0.00873901 0.00764254 0.016165 0.00870883 0.0105109 0.0167208 0.0164975 0.0166195 0.0121434 0.0140883 0.0114248 0.00849393 0.013958 0.0104764 0.0148833 0.0155574 0.00398094 0.0165052 0.0136728 0.0105228 0.013518 0.0094271 0.0167814 0.0131579 0.00948284 0.0170284 0.0173318 0.0060514 0.00523355
internal_weight=0 730 640 2391 537 320 1910 1830 1810 256 167 105 89 481 101 380 344 64 1789 159 96 74 49 1630 104 66 1526 1396 217 196
internal_count=3121 730 640 2391 537 320 1910 1830 1810 256 167 105 89 481 101 380 344 64 1789 159 96 74 49 1630 104 66 1526 1396 217 196
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 47 14 1 4 2 4 150 4 0 3 0 43 2 475 2 0 157 12 14 52 16 1 16 13
split_gain=52.4111 6.09682 5.72198 4.7796 3.7705 2.44325 2.10626 1.56053 1.39872 1.39864 1.4455 0.827934 1.02544 0.644153 0.682894 0.66283 0.633 0.60171 0.815836 0.57557 0.571114 0.552662 0.479928 0.677543 0.441158 0.438468 0.783611 0.898088 0.437805 0.393524
threshold=0.10752500000000002 0.13471500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.13082500000000002 0.076975000000000002 0.09253500000000002 0.36766000000000004 0.14122000000000004 0.00063500000000000004 0.09487000000000001 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.11173999999999999 -0.025214999999999998 0.11177500000000001 -0.066784999999999983 0.17025000000000004 -0.15202999999999997 -0.0045449999999999996 0.089005000000000015 -1.0000000180025095e-35 0.039215000000000007 0.51222500000000004 0.10124500000000002 -0.080509999999999984 -0.070999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 7 -5 20 11 -4 10 19 13 21 -1 16 -16 -15 -2 -19 -6 -3 -13 -17 -24 -20 26 27 29 -27 -21
right_child=1 6 8 5 9 -7 -8 -9 -10 -11 -12 12 -14 14 15 22 -18 18 24 25 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0017517400468808407 0.00057993930377324811 0.00042207568858049579 0.0012563067044731929 0.001287781057644834 0.0014542216342694481 0.00069725556034809857 0.00092044312877176263 0.0016964945278915703 0.00077880919376292844 0.00083640270152052318 0.00090333410052806211 0.0016644585716958139 0.000962739644863059 0.0012346953676213343 0.0010466919377112255 0.0015813476830342785 0.0014497806883930423 0.0010549180487678595 0.00091660587316544709 0.0013414890681257927 0.00017265073913286493 0.0013255739305249716 0.00098694870869318646 0.0013660840537990603 0.00062348609853396487 0.0014673570544270432 0.0013842649380043602 0.00072815255134129058 0.0012523053492677961 0.0010965645793411466
leaf_weight=23 109 120 34 107 68 36 29 75 77 33 41 20 29 55 28 34 1209 31 26 38 50 247 20 193 82 59 58 20 95 75
leaf_count=23 109 120 34 107 68 36 29 75 77 33 41 20 29 55 28 34 1209 31 26 38 50 247 20 193 82 59 58 20 95 75
internal_value=0 0.000711427 0.00136038 0.000853625 0.00138035 0.00113912 0.000432033 0.0014192 0.00092507 0.00122615 0.00125448 0.00140801 0.00131292 0.00142602 0.00142116 0.00133261 0.00144042 0.000689006 0.000774533 0.00128935 0.000348715 0.00135096 0.00136502 0.00133048 0.000694052 0.00125685 0.00119408 0.00111114 0.0013347 0.00117893
internal_weight=0 590 2531 391 2420 143 199 1933 111 487 454 1858 296 1562 1539 275 1264 248 139 413 170 267 247 213 108 345 191 133 154 113
internal_count=3121 590 2531 391 2420 143 199 1933 111 487 454 1858 296 1562 1539 275 1264 248 139 413 170 267 247 213 108 345 191 133 154 113
is_linear=0
shrinkage=0.00196078


Tree=3873
num_leaves=31
num_cat=0
split_feature=1 52 2 2 52 15 132 2 14 2 48 11 2 3 2 1446 14 16 123 3 0 1 52 12 16 1 12 12 15 52
split_gain=2.8118 0.568513 0.355564 0.263039 0.221534 0.195792 0.194886 0.194849 0.189343 0.212804 0.175537 0.194992 0.237878 0.177475 0.173451 0.165194 0.162966 0.189351 0.147336 0.146504 0.143132 0.251791 0.16797 0.129267 0.126703 0.121804 0.117542 0.118503 0.140286 0.116742
threshold=0.10312500000000001 -0.40967499999999996 0.14753000000000002 0.098630000000000009 0.12492500000000002 -0.24436499999999997 0.08764000000000001 0.31358000000000003 0.062655000000000016 -0.13033999999999998 0.14093000000000003 0.084110000000000004 -0.0050599999999999994 -0.014944999999999998 0.10467500000000002 0.11581000000000001 -0.46166999999999997 -0.4179199999999999 0.084025000000000016 -0.022174999999999997 -0.036484999999999997 0.089175000000000018 0.10744000000000002 0.11734000000000001 0.15273500000000004 0.12165500000000001 0.10911500000000002 0.10266500000000002 -0.040804999999999994 0.11277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 5 16 7 -4 9 -1 11 12 13 -7 -14 29 -3 25 20 -16 23 22 24 26 -22 -18 27 28 -5 -11
right_child=1 2 6 18 -6 10 -8 -9 -10 15 -12 -13 14 -15 19 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0055626621562987573 0.015854191689027682 0.0099157952110875743 0.0027087841765023771 0.014123973585048086 0.01309518599963942 0.0090439379807900309 0.0094732374983972738 -0.0082454370218329135 0.020791433679696641 0.016136729968305397 9.4143603928387168e-05 0.01930348489113385 0.014539815468846688 -0.0033906251250300557 0.0013039607166623077 0.024752268025518529 0.012243143795058132 -0.0032512326940680701 0.0062362385120380811 0.0099796059988981611 0.0047357611823827033 0.016598225044909605 -0.00013493713505221937 0.0098956757123865521 0.015733188324057581 0.0032128092714474865 0.020427832926276986 0.0091844696699726319 0.019836954756415098 0.013695898727278942
leaf_weight=20 90 44 62 166 86 22 28 22 80 1565 20 20 70 24 24 21 20 36 27 103 20 43 23 46 22 59 43 33 58 224
leaf_count=20 90 44 62 166 86 22 28 22 80 1565 20 20 70 24 24 21 20 36 27 103 20 43 23 46 22 59 43 33 58 224
internal_value=0 0.0084124 0.0073659 0.0155031 0.00845148 0.00754795 0.00224818 -0.000160179 0.0160294 0.0158213 0.00912553 0.00981233 0.00903117 0.00255634 0.0105431 0.0159346 0.00474006 0.00275978 0.013413 0.00834011 0.0138398 0.0106617 0.00673449 0.0148318 0.0104963 0.00549897 0.0155887 0.014779 0.0156032 0.0158311
internal_weight=0 730 640 2391 528 442 112 84 1910 1830 283 263 243 46 197 1810 159 115 481 127 454 108 65 346 42 79 300 257 224 1789
internal_count=3121 730 640 2391 528 442 112 84 1910 1830 283 263 243 46 197 1810 159 115 481 127 454 108 65 346 42 79 300 257 224 1789
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=31
num_cat=0
split_feature=1 52 1 124 42 46 2 2 3 49 2 12 123 132 14 43 4 3 15 10 156 15 2 0 158 159 483 1429 2 1204
split_gain=2.27756 0.465551 0.32876 0.232987 0.208514 0.196586 0.255549 0.218444 0.192986 0.188249 0.176774 0.15001 0.149262 0.138691 0.135849 0.128708 0.230977 0.144433 0.124664 0.115042 0.112172 0.144588 0.112114 0.149888 0.125278 0.12366 0.131821 0.154186 0.207308 0.113036
threshold=0.10312500000000001 -0.53299999999999992 0.14860500000000001 -0.076779999999999987 -0.0060199999999999993 0.081930000000000017 0.11362000000000001 -1.0000000180025095e-35 -0.014944999999999998 0.0034800000000000005 0.13404500000000005 -0.089199999999999988 0.11679000000000002 0.091275000000000009 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 0.095175000000000023 -1.0000000180025095e-35 0.096220000000000014 -0.0088349999999999974 0.089005000000000015 -0.23091999999999999 0.11817500000000002 0.11245500000000001 -0.091839999999999991 0.084690000000000015 0.086825000000000013 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 7 8 -3 -9 14 -10 13 20 15 -5 17 -17 -16 -4 21 -8 24 -24 25 26 -18 -28 -29 -25
right_child=1 2 19 10 -6 -7 12 9 11 -11 -12 -13 -14 -15 18 16 22 -19 -20 -21 -22 -23 23 29 -26 -27 27 28 -30 -31
leaf_value=0.014568000729177117 0.015648648517305377 0.0099436151795089245 -0.0057540803613268183 0.0061407390329986811 0.0049343444877040553 0.016211976350983603 0.0065501112211202766 0.012137705695471401 0.0069933281241295235 0.001902457618562039 0.0082082371943753823 -0.0027770801122780102 -0.0032732222229242326 -0.0024390044144820423 0.021102846981267687 0.027670510299503806 0.02250490587515136 0.016050967240058209 0.013146701516703732 0.0030380230528585937 0.012169967072882823 -0.0012429680375914489 0.0055559496842324738 0.0069198570930613925 0.021405326982063277 0.0069111689836496406 0.014770789843906548 0.0018279542638496918 0.014286039084682296 0.013616536182974717
leaf_weight=39 65 56 22 20 53 25 159 177 30 20 49 33 21 20 54 20 21 23 31 46 28 28 25 26 27 21 1101 22 34 825
leaf_count=39 65 56 22 20 53 25 159 177 30 20 49 33 21 20 54 20 21 23 31 46 28 28 25 26 27 21 1101 22 34 825
internal_value=0 0.00757116 0.00678163 0.0139528 0.00901818 0.00753204 0.00715267 0.00905513 0.00567226 0.0110986 0.0141502 0.0018755 0.00480432 0.00552614 0.0142797 0.0141257 0.0142001 0.0214554 0.0182012 0.000193519 0.00626709 0.00538323 0.0140517 0.0131877 0.0146691 0.0145174 0.014653 0.0145104 0.00939179 0.0134119
internal_weight=0 730 665 2391 92 597 572 316 119 197 2299 63 256 235 2250 2165 2145 43 85 68 215 187 2102 876 1226 1199 1178 1157 56 851
internal_count=3121 730 665 2391 92 597 572 316 119 197 2299 63 256 235 2250 2165 2145 43 85 68 215 187 2102 876 1226 1199 1178 1157 56 851
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=31
num_cat=0
split_feature=1 3 4 4 2 43 2 43 52 43 403 0 0 15 0 0 16 150 39 3 3 13 39 12 159 42 11 15 13 133
split_gain=1.84482 0.380159 0.329079 0.203455 0.183531 0.176263 0.185914 0.152854 0.140698 0.146685 0.118095 0.117053 0.1268 0.124858 0.113525 0.16461 0.110184 0.172556 0.162202 0.143986 0.145929 0.1485 0.13965 0.1511 0.126309 0.118924 0.126941 0.105391 0.139447 0.105104
threshold=0.10312500000000001 0.30112000000000005 -0.03898999999999999 0.40124500000000002 0.092120000000000021 -0.24021999999999996 0.14753000000000002 -0.081374999999999989 0.12492500000000002 -0.072864999999999985 -0.0059799999999999992 -0.10474999999999998 -0.13843999999999998 -0.40580499999999992 -0.22491999999999998 -0.10011499999999998 -0.44310499999999992 0.089910000000000018 0.10166000000000001 -0.14186499999999996 -0.097604999999999983 0.10820000000000002 -0.046074999999999991 0.090165000000000009 0.0089800000000000019 0.079510000000000011 0.083010000000000014 -0.092489999999999989 -0.0079349999999999993 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 29 -4 8 -2 9 27 -11 12 -3 -13 -12 -16 -6 18 19 25 21 -21 -22 24 -24 26 -18 28 -7 -1
right_child=1 11 5 -5 16 6 -8 -9 -10 10 14 13 -14 -15 15 -17 17 -19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015753303280621075 0.0061760912882164124 0.0015428896788507701 0.014834419239312412 0.002985214644154026 0.015320522968911314 0.0038442449278904703 0.00045796915097162135 0.014353710224107395 0.01126354805615154 0.00061248920857906344 0.0041851244060256126 0.0042457176217188444 0.010385576649180925 -0.0056777193531161174 0.014476376896688962 0.00730834397316829 0.0074890160763805558 0.0027151480511141322 0.0030778976481245913 -0.00079446518793702126 0.0033412104006856681 0.010987524846163782 0.013247131137987195 0.010872931609521724 0.02096487991511822 0.021804499921753356 0.017904245387762786 0.0067412475451073123 -0.0055060340440832084 0.013002825253819359
leaf_weight=154 30 50 25 22 66 58 50 96 63 20 42 21 24 32 53 81 22 24 23 20 20 23 115 408 26 23 25 63 22 1420
leaf_count=154 30 50 25 22 66 58 50 96 63 20 42 21 24 32 53 81 22 24 23 20 20 23 115 408 26 23 25 63 22 1420
internal_value=0 0.00681405 0.00786133 0.0125575 0.0126464 0.00666068 0.00620859 0.0124067 0.00692384 0.00611735 0.00789413 0.00184151 0.00441079 -0.00174579 0.00872159 0.0101435 0.0114079 0.0110537 0.0113375 0.0116161 0.0111247 0.00550753 0.0115492 0.0118482 0.0146703 0.0159124 0.013029 0.00368204 0.00127292 0.0132719
internal_weight=0 730 603 2391 2369 477 452 126 402 339 196 127 74 53 176 134 795 729 705 682 612 43 569 549 141 70 47 143 80 1574
internal_count=3121 730 603 2391 2369 477 452 126 402 339 196 127 74 53 176 134 795 729 705 682 612 43 569 549 141 70 47 143 80 1574
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 4 47 12 4 3 4 0 3 47 0 12 15 39 156 4 2 47 2 16 49 3 3 16 1 16
split_gain=37.19 4.36573 4.04047 2.65482 2.24057 1.58878 1.4884 1.38335 1.36248 1.00528 0.937106 0.842779 0.811401 0.733955 0.652563 0.619312 0.55188 0.492376 0.488015 0.469934 0.462154 0.451219 0.449648 0.420202 0.406202 0.393229 0.391742 0.465742 0.390264 0.38182
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.092390000000000014 0.085055000000000006 -0.17966999999999997 0.12958500000000003 0.090455000000000021 0.40124500000000002 -0.11171999999999999 0.033845000000000007 -0.14832499999999996 0.31370500000000007 0.077555000000000013 -0.13027499999999997 -0.42850999999999995 0.13592500000000005 0.089200000000000015 0.092190000000000008 -0.0070899999999999991 0.14019000000000004 0.091680000000000011 0.15950500000000004 -0.040964999999999994 -0.066019999999999981 0.092670000000000016 -0.14186499999999996 -0.066924999999999985 0.10089500000000001 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 -2 -5 12 11 19 -1 16 -4 17 18 -13 -14 26 20 25 -6 -3 24 -17 -8 28 -11 -9 -28 -7 -26
right_child=1 6 7 5 8 21 23 10 -10 13 -12 14 15 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0007774943867937112 0.00065760297987090715 0.00071864250438665258 0.0015114707723138186 0.0012589782862519685 0.0012604253788185697 0.00098607972304590478 0.00058785561275273839 0.0013305169878677114 0.00063300780659797146 0.0011521042244253205 0.0010237751380585921 0.00091177045887273051 0.00045940575253802774 0.0014595946899670011 0.0012528509838950028 0.00026472159029293789 0.00088568153741109699 0.00038608168553182768 0.0014172800893988374 0.00097859759541118834 0.0003663695329516764 0.00096509667475113455 -0.00010701984685053799 0.00095873956745064334 0.00075389440394613345 0.000915896808859013 0.0012310321784127353 0.0011284739542312744 0.00065177909650054639 0.00047386346417425365
leaf_weight=26 181 45 48 28 46 29 23 73 29 120 169 22 30 32 1093 29 23 95 21 45 21 31 22 24 36 35 338 343 25 39
leaf_count=26 181 45 48 28 46 29 23 73 29 120 169 22 30 32 1093 29 23 95 21 45 21 31 22 24 36 35 338 343 25 39
internal_value=0 0.000630077 0.00117674 0.0010016 0.000795348 0.000828091 0.000457943 0.00121178 0.00100311 0.001141 0.0011561 0.00125707 0.00039593 0.00118644 0.00124612 0.00023586 0.00118488 0.000476462 0.00113677 0.00112106 0.000606556 0.000752685 0.000104363 0.000777243 0.000701641 0.00109877 0.00119401 0.00117938 0.000831311 0.000608278
internal_weight=0 590 2531 422 301 188 289 2109 120 234 946 1163 242 208 1115 81 777 161 176 91 66 160 51 47 129 155 754 681 54 75
internal_count=3121 590 2531 422 301 188 289 2109 120 234 946 1163 242 208 1115 81 777 161 176 91 66 160 51 47 129 155 754 681 54 75
is_linear=0
shrinkage=0.00196078


Tree=3877
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 4 45 124 42 160 4 475 49 0 16 51 14 0 1 51 4 51 4 16 474 157 3 13 52 43
split_gain=1.71318 0.403574 0.299048 0.210201 0.185272 0.160953 0.151592 0.158345 0.127397 0.12644 0.212232 0.131759 0.123326 0.1359 0.138561 0.191888 0.116648 0.172639 0.222848 0.155494 0.142222 0.123437 0.158324 0.170348 0.17561 0.197912 0.162769 0.148028 0.210676 0.145993
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 0.23246000000000003 0.081955000000000014 -0.076779999999999987 -0.0041849999999999986 -1.0000000180025095e-35 0.51388000000000011 -0.073459999999999984 -0.032624999999999994 1.0000000180025095e-35 -0.27167499999999994 -1.0000000180025095e-35 0.062655000000000016 -0.13455999999999999 0.085110000000000005 0.086685000000000012 0.022185000000000003 0.11144500000000002 -0.52556499999999995 0.0057500000000000008 0.088510000000000019 -0.081364999999999979 -0.055119999999999995 -0.0079349999999999993 0.31359500000000001 -0.10131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 6 -5 7 8 -1 10 11 -3 -4 14 -14 -16 17 18 -9 -20 21 22 -19 26 25 -25 -24 -23 -29 -27
right_child=1 2 12 5 -6 -7 -8 16 -10 -11 -12 -13 13 -15 15 -17 -18 20 19 -21 -22 27 23 24 -26 29 -28 28 -30 -31
leaf_value=0.012151286158311582 0.013598050143441355 0.0055786667484790092 -0.0037976973074754436 0.012262384380197286 0.0026214642217382792 0.0061225730757080562 0.020549112879565325 0.014114175374443467 0.0039371832975231835 0.004606726556754104 0.0020133710373193025 0.015440248466274216 0.0021199206679554309 -0.002294138679280877 0.0030571159049445256 0.016421141653942564 0.01599486538921209 0.021185860909906259 -0.00048534164816373961 0.0099260728698796971 0.010239641915629672 0.012368186078799357 0.013195930924590621 0.00078164441915957832 0.015125147888436913 0.014723156752125894 0.021343105748295788 0.012419749689288438 -0.001613638823112959 0.009078007122535264
leaf_weight=35 78 20 28 112 20 69 22 37 41 261 30 42 59 31 22 21 85 23 32 26 263 70 1283 23 75 61 25 20 23 184
leaf_count=35 78 20 28 112 20 69 22 37 41 261 30 42 59 31 22 21 85 23 32 26 263 70 1283 23 75 61 25 20 23 184
internal_value=0 0.00677754 0.00601207 0.00715106 0.0122052 0.00992179 0.0122875 0.0122087 0.00771999 0.00573037 0.0089181 0.0122591 0.0022343 0.00350419 0.00526643 0.00958373 0.0123616 0.0122177 0.00805023 0.00418184 0.0124108 0.0127303 0.0129463 0.0128315 0.0108479 0.00965091 0.0133516 0.00953145 0.00491352 0.0104835
internal_weight=0 773 695 534 2348 181 2328 2306 76 353 92 62 161 133 102 43 2230 2145 95 58 2050 1787 1674 1651 343 268 1308 113 43 245
internal_count=3121 773 695 534 2348 181 2328 2306 76 353 92 62 161 133 102 43 2230 2145 95 58 2050 1787 1674 1651 343 268 1308 113 43 245
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=31
num_cat=0
split_feature=1 3 1 12 4 150 403 12 124 51 2 1 1210 2 160 52 51 474 484 133 43 159 42 403 16 51 157 12 150 2
split_gain=1.39327 0.23422 0.214232 0.196874 0.189023 0.168644 0.159156 0.14547 0.143772 0.139657 0.13773 0.21208 0.21128 0.131857 0.12711 0.183641 0.152081 0.142332 0.351848 0.142628 0.243485 0.210604 0.243867 0.203696 0.136138 0.127029 0.123403 0.140337 0.119047 0.13894
threshold=0.10920500000000001 0.31534000000000006 0.090540000000000023 -0.010834999999999999 -0.010655 1.0000000180025095e-35 -0.52336499999999997 -0.42850999999999995 -0.063929999999999987 -0.18912999999999996 0.089005000000000015 0.088485000000000022 -0.15347999999999998 0.15950500000000004 0.05259500000000001 0.40674500000000008 -0.0046749999999999995 0.085295000000000024 0.085435000000000025 0.032270000000000007 -0.082064999999999985 -0.085489999999999997 0.090990000000000015 -0.013754999999999998 -0.004174999999999999 -0.40274499999999996 -0.027269999999999996 0.092550000000000007 0.083095000000000016 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 -4 8 6 -5 -3 -2 -8 12 28 -1 -9 15 17 -16 19 -19 24 -21 -22 23 -23 -14 -6 27 -10 -12 -30
right_child=1 7 3 5 25 -7 9 13 26 -11 11 -13 14 -15 16 -17 -18 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021706242446618326 0.0026966892152457782 0.0056461106500189226 0.005115518600325145 0.0025455193678763782 0.010720716062933207 0.0055995442830026158 0.019027277827262878 0.0011865245757092325 0.013561898544430734 0.010797723911848241 0.010275383696490911 0.0004130412114872819 0.01245339276607741 -0.0088365602528765099 0.022136271077518664 0.0031602149327787073 0.013005119652485806 0.01205220476061232 -0.001910656542167999 0.012532158212689774 0.015776449777185918 -0.00568717901727983 0.011042589710696656 0.0066048177854659473 0.017424103165150532 0.004372391322724432 0.015073843380594823 0.0018573975944448087 0.011351878535097991 0.021440853093961432
leaf_weight=22 23 35 105 22 35 75 22 35 20 329 857 21 495 21 24 26 76 59 26 178 20 28 34 26 62 317 47 21 39 21
leaf_count=22 23 35 105 22 35 75 22 35 20 329 857 21 495 21 24 26 76 59 26 178 20 28 34 26 62 317 47 21 39 21
internal_value=0 0.00522669 0.0107563 0.00901293 0.00613825 0.00992638 0.0107964 0.00058873 0.00973638 0.0113135 0.011235 0.0103493 0.0120071 -0.00257213 0.0118047 0.0114491 0.0151966 0.0116814 0.00778121 0.0120746 0.0102594 0.00651353 0.00440832 0.00023119 0.0130067 0.00500362 0.0115763 0.00756691 0.0105769 0.014883
internal_weight=0 554 2567 553 463 448 373 91 111 351 2014 938 1076 56 1054 954 100 928 85 843 286 108 88 54 557 352 88 41 917 60
internal_count=3121 554 2567 553 463 448 373 91 111 351 2014 938 1076 56 1054 954 100 928 85 843 286 108 88 54 557 352 88 41 917 60
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 1 14 2 49 4 50 1 1 40 0 52 15 48 1 43 49 3 51 1 47 157
split_gain=56.6804 9.11356 4.94679 4.86633 3.30692 3.19453 2.04956 1.88474 2.05987 1.51176 1.45351 1.0913 0.844879 0.83616 0.814235 0.697798 0.69135 0.612483 0.579392 0.55896 0.524904 0.643615 0.44847 0.44611 0.569627 0.541599 0.449655 0.43551 0.415234 0.365468
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.092845000000000025 0.062655000000000016 0.089775000000000008 -0.054984999999999992 -0.15464999999999998 0.041865000000000006 0.13534000000000004 0.091195000000000012 -0.077714999999999992 -0.22491999999999998 -0.16675999999999999 -0.41942499999999994 0.087310000000000013 0.13075500000000004 0.0010100000000000003 0.10084500000000002 -0.097174999999999984 -0.22411499999999998 0.12958500000000003 0.090280000000000013 -0.00078499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 10 17 27 -4 11 16 -2 -10 20 -15 -1 -3 -13 -12 -6 -22 -5 24 26 -25 -20 -9 -14 -28
right_child=1 4 9 22 14 -7 -8 8 13 -11 19 18 28 15 -16 -17 -18 -19 23 -21 21 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=0.0016031086310677647 0.0010737244544736565 0.00073677821629517925 0.0014009453170692472 0.00091497446294703513 0.00050688579154627156 0.001040419165860691 0.00098149613325112768 0.001370853495020355 0.0011835536769792144 0.00089700243174055828 0.0015224351768619289 0.0012162386291042094 0.0016034067719872533 0.00080816566181419634 0.00072201017102977707 0.0004420172412008784 0.0014827542933975736 0.00042327019824262929 0.0018004278383669066 0.0018972856017619056 -3.3372623138663504e-05 0.00043449201895033612 0.00059783148021571144 0.0011721930067454067 0.0014090743866056236 0.0014642013588145998 0.0016391870333887723 0.0010062075114133312 0.0013734824368785261 0.001513183540965356
leaf_weight=1106 23 46 37 60 29 48 24 34 20 60 20 28 58 154 23 23 220 50 28 65 26 20 24 28 121 191 118 20 63 354
leaf_count=1106 23 46 37 60 29 48 24 34 20 60 20 28 58 154 23 23 220 50 28 65 26 20 24 28 121 191 118 20 63 354
internal_value=0 0.000880655 0.00152316 0.00119943 0.000717329 0.00154107 0.0015515 0.000807157 0.000896526 0.00108923 0.00155751 0.00154776 0.00141821 0.000803528 0.000399266 0.000760587 0.00158314 0.000573493 0.00149371 0.00180909 0.000300291 0.000170047 0.000824362 0.00150296 0.00152979 0.00142687 0.00155901 0.0012358 0.00148369 0.00154468
internal_weight=0 673 2448 228 445 2351 2303 347 251 97 2279 2194 144 197 98 177 1326 96 868 85 75 46 84 840 621 219 500 54 121 472
internal_count=3121 673 2448 228 445 2351 2303 347 251 97 2279 2194 144 197 98 177 1326 96 868 85 75 46 84 840 621 219 500 54 121 472
is_linear=0
shrinkage=0.00196078


Tree=3880
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 11 43 48 15 0 15 13 16 3 48 3 15 13 14 52 43 13 51 474 1429 157 3 0 133 12
split_gain=1.38009 0.33589 0.249504 0.213565 0.155454 0.13334 0.199821 0.135414 0.127498 0.158118 0.143565 0.115167 0.118944 0.200712 0.111031 0.109892 0.108778 0.104863 0.104216 0.245853 0.104501 0.113892 0.102573 0.100433 0.170781 0.218663 0.108191 0.148051 0.106214 0.0947842
threshold=0.10124500000000002 -0.39518999999999993 0.13622000000000004 0.088105000000000003 0.22582000000000002 1.0000000180025095e-35 -0.15879999999999997 0.10168500000000001 -0.045854999999999993 -0.062294999999999996 -0.41942499999999994 -0.14819499999999997 0.0073350000000000004 -0.11171999999999999 -0.068459999999999979 -0.073309999999999986 -0.30407999999999996 -0.13710499999999998 -0.22253999999999999 -0.063789999999999986 -0.11720999999999999 1.0000000180025095e-35 -0.047599999999999996 0.037915000000000011 0.083810000000000009 -0.077809999999999976 -0.094874999999999987 -0.082619999999999985 0.086910000000000015 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 22 3 14 5 7 -7 11 9 16 -11 -1 -13 -14 -3 -9 -4 -5 19 -16 -20 -22 -2 26 28 -26 -15 -28 -25 -19
right_child=1 2 8 17 -6 6 -8 15 -10 10 -12 12 13 23 18 -17 -18 29 20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0051988332270411775 0.0094037792574533305 0.01001307154528615 0.0034341198181209623 0.0033766024261713025 0.0022988542029634121 0.0072607017122209077 0.016646493407296799 0.0096369449701160202 -0.0033751375098345863 0.0063199835873785472 -0.0039355264027388049 0.011614539991825528 0.00040547393939711831 0.013942868183879737 0.0014563530528297029 0.0027121447448294161 0.010961079019034516 0.016780615663155914 0.010399459611203168 0.015626047560013831 0.0038050864679621335 -0.0033423302457813407 0.016776204662164673 0.013267576131537291 0.00080676782876253127 0.014398408674731336 0.0022221821044557588 0.0094441734474000946 0.022809111342648975 0.0094040891886861249
leaf_weight=32 46 41 48 25 20 30 93 75 33 21 39 1668 22 42 24 33 32 20 21 25 206 25 32 28 20 29 33 203 20 135
leaf_count=32 46 41 48 25 20 30 93 75 33 21 39 1668 22 42 24 33 32 20 21 25 206 25 32 28 20 29 33 203 20 135
internal_value=0 0.00620602 0.00550769 0.00659846 0.0110775 0.0111529 0.0143573 0.0109742 0.00221646 0.00353447 -0.000346098 0.011152 0.0112443 0.00968862 0.00513105 0.00752103 0.0064449 0.00938655 0.00446605 0.00868579 0.00364555 0.00303156 0.0124284 0.0102332 0.0130037 0.0088508 0.00926655 0.00843432 0.0172432 0.0103559
internal_weight=0 773 695 522 2348 2328 123 2205 173 140 60 2097 2065 397 342 108 80 180 301 49 252 231 78 375 97 49 278 236 48 155
internal_count=3121 773 695 522 2348 2328 123 2205 173 140 60 2097 2065 397 342 108 80 180 301 49 252 231 78 375 97 49 278 236 48 155
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 1 2 14 43 4 14 0 4 1 1 2 52 49 15 2 15 0 4 0 16 12 2 16 51
split_gain=52.4177 8.61975 4.58316 3.87929 2.89908 2.37069 1.90614 1.89139 1.71767 1.64294 1.4119 0.996518 1.45659 1.30046 1.21469 0.984447 0.872836 0.849428 0.818487 0.758534 0.670186 0.616451 0.611621 0.743741 0.690436 0.508521 0.439913 0.409669 0.348296 0.323357
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.062655000000000016 -0.025214999999999998 -0.17966999999999997 -1.0000000180025095e-35 -0.10836499999999999 0.022185000000000003 0.083135000000000014 0.12205500000000001 0.10613000000000002 0.048770000000000008 -0.054984999999999992 -0.45963999999999994 0.094835000000000017 -0.059484999999999989 -0.079119999999999982 -0.49013999999999996 0.051010000000000007 -0.008904999999999998 0.09320500000000001 0.11411 -0.10850999999999998 0.13995500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 18 9 7 20 8 11 15 -11 -4 14 22 -13 -3 -12 -6 -2 -18 -1 -22 29 26 -25 -21 -24 -5 -15 -14
right_child=1 4 5 27 17 -7 -8 -9 -10 10 16 12 13 28 -16 -17 19 -19 -20 25 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012764941063761531 0.00069772560076005884 0.00047012672784074619 0.0015339433461770244 0.00068578905944938076 -7.9946311109109499e-05 0.00049840154491511053 0.00056801535519489178 0.00074268206896335352 0.0014555553202820976 0.0010675702671877811 0.0007823563820709156 0.001136961996153107 0.0012289577467306926 0.0011294597529229664 0.00076654396274036362 0.00018171003853094113 0.00079454046765378879 0.00031164841057537733 0.0010925614972847175 0.00046208178038871365 0.0010774425472094449 0.0006421775054086976 0.0013657087105936455 0.001135867469492659 0.00086425602437938619 0.00015184768900817851 0.0011061735710936693 0.00040298973067447852 0.00095189648990491604 0.0010193035500205957
leaf_weight=26 24 91 29 31 57 20 67 38 86 21 39 77 1145 70 61 91 20 34 127 74 29 22 83 465 39 28 36 54 108 29
leaf_count=26 24 91 29 31 57 20 67 38 86 21 39 77 1145 70 61 91 20 34 127 74 29 22 83 465 39 28 36 54 108 29
internal_value=0 0.000537113 0.00114914 0.000841193 0.000379393 0.00117052 0.000809858 0.00117645 0.00118385 0.00045765 0.000589382 0.00117294 0.00116798 0.00118159 0.000973226 0.000325918 0.000527009 6.63638e-05 0.00102981 0.000445382 0.00102029 0.000889681 0.00119743 0.00114777 0.00111485 0.000376919 0.00128719 0.000506128 0.00102172 0.00122378
internal_weight=0 691 2430 236 455 2286 144 2266 2228 364 182 2142 2113 1975 138 182 161 91 151 122 77 51 1797 623 504 102 119 85 178 1174
internal_count=3121 691 2430 236 455 2286 144 2266 2228 364 182 2142 2113 1975 138 182 161 91 151 122 77 51 1797 623 504 102 119 85 178 1174
is_linear=0
shrinkage=0.00196078


Tree=3882
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 14 2 4 2 16 1 3 0 3 12 39 457 43 40 4 10 1 1456 3 160 475 2
split_gain=49.4378 7.84782 4.73515 4.63362 2.78262 2.4058 1.57743 1.51715 1.47781 1.24962 1.15404 1.11695 1.04056 0.955939 1.29802 0.985781 0.590696 0.483088 0.582782 0.651602 0.460803 0.398339 0.395185 0.383386 0.383231 0.36239 0.357947 0.356505 0.341905 0.327649
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.077845000000000011 0.17025000000000004 0.062655000000000016 0.11474000000000002 0.40945500000000007 0.13501500000000002 -0.52595999999999987 0.085760000000000017 -0.116045 -0.23001499999999997 0.30112000000000005 0.095780000000000018 0.089790000000000023 0.080930000000000016 -0.080324999999999994 -1.0000000180025095e-35 -0.036839999999999991 -0.38851999999999992 0.11588000000000001 0.079435000000000019 -0.0025099999999999996 -0.075414999999999982 -0.088274999999999978 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 -3 8 -5 10 13 24 16 12 -7 25 -15 -16 21 18 19 -14 -8 -4 -2 -9 -6 28 -12 -28 -1 -30
right_child=1 2 7 6 9 11 20 23 -10 -11 26 -13 17 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011951251333835078 0.0014741152045773525 0.00072701141743933414 0.00064058708424538061 0.0013353682595307753 0.0013622527447348185 0.00087004184003755883 0.00088593388328842275 0.00034910373885719404 0.0016961264071845208 0.00074528558882091026 0.00058465445366205041 0.00098640125753126696 0.001425166142231885 0.0008415358973776593 0.00098879267566430885 0.0013752257101991017 0.00046320495340116519 0.0012535538273297396 0.0010491602955495611 0.0010566748134499672 0.00053275140951953681 0.00094802659403063906 0.0011535881781110577 1.4985465815406728e-05 0.0010827266534240345 0.0015243910855789369 0.00060213418038306292 0.00030046904815315403 0.0014601527314117668 0.0013901589655631564
leaf_weight=25 50 222 26 28 44 21 49 31 70 26 51 48 238 20 27 423 22 256 20 20 20 43 21 23 33 151 20 61 546 486
leaf_count=25 50 222 26 28 44 21 49 31 70 26 51 48 238 20 27 423 22 256 20 20 20 43 21 23 33 151 20 61 546 486
internal_value=0 0.000762765 0.000690049 0.00136282 0.000850594 0.00138015 0.000942846 0.000501684 0.00141699 0.00111696 0.000573092 0.00127336 0.00129817 0.00140535 0.00133032 0.00135204 0.000742977 0.00131501 0.00137161 0.0013966 0.000783562 0.00083218 0.00137931 0.000206794 0.00124246 0.00143454 0.000455975 0.000374954 0.0014217 0.00142719
internal_weight=0 673 602 2448 325 2351 97 277 1748 103 223 603 555 1678 470 450 91 534 278 258 69 69 71 54 77 1208 132 81 1057 1032
internal_count=3121 673 602 2448 325 2351 97 277 1748 103 223 603 555 1678 470 450 91 534 278 258 69 69 71 54 77 1208 132 81 1057 1032
is_linear=0
shrinkage=0.00196078


Tree=3883
num_leaves=31
num_cat=0
split_feature=1 1 16 43 4 1 2 11 12 151 52 16 52 484 0 16 3 1 34 0 47 0 14 49 0 160 0 151 160 51
split_gain=1.59762 0.351243 0.247317 0.212491 0.192597 0.158185 0.155253 0.169031 0.215709 0.136822 0.134046 0.1274 0.136677 0.123613 0.123396 0.22407 0.139216 0.118115 0.113819 0.150852 0.14582 0.113492 0.112112 0.135013 0.142106 0.110341 0.133085 0.109895 0.115638 0.108546
threshold=0.10293500000000001 0.13075500000000004 0.15891500000000003 0.084740000000000024 0.40124500000000002 0.16773500000000005 0.10005000000000001 1.0000000180025095e-35 0.09320500000000001 0.005085000000000001 0.056145000000000007 0.037555000000000005 0.016565000000000003 0.090535000000000018 -0.026509999999999995 0.15273500000000004 -0.16726499999999997 0.085760000000000017 -0.038779999999999995 -0.036484999999999997 0.11419000000000001 -0.10474999999999998 -0.23083499999999998 0.0034800000000000005 -0.15202999999999997 -0.26568499999999995 -0.14454499999999995 -0.0062849999999999989 -0.063384999999999983 0.10027500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 22 6 10 7 9 11 -1 18 12 -9 -12 25 -16 -17 -11 -3 20 21 -20 -2 29 -25 -8 -27 -28 -29 -24
right_child=1 5 -4 -5 -6 -7 14 8 -10 17 13 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.012232579020337291 0.010648387639472883 -0.0041321642619247239 0.011917775965412148 0.014514352596597746 0.0024869694670831615 -0.0045637061227234493 0.016275010498551033 0.021255112990089087 0.0073689145638906805 0.010629454189531352 0.012921921855866395 0.02417953684926033 0.010573564235121014 0.0032198396666596333 0.00016292854852508756 0.016210443242453038 0.0062509557756129652 0.0020667453432300438 0.0051704342337325218 0.0097984832036672742 0.0092793892635117201 -0.0024057228729863459 0.0056941212801057753 -0.0048364185960963375 0.004809589067562705 0.0031069701274290037 0.017804070409726015 0.0042468023650279203 0.011152439650995345 0.012794890668010339
leaf_weight=1758 45 21 121 32 22 23 36 23 21 49 29 28 25 24 32 25 32 24 30 32 22 58 209 24 42 23 22 27 238 24
leaf_count=1758 45 21 121 32 22 23 36 23 21 49 29 28 25 24 32 25 32 24 30 32 22 58 209 24 42 23 22 27 238 24
internal_value=0 0.00647054 0.00798544 0.00671998 0.0118002 0.00332029 0.0118869 0.0122719 0.01634 0.0120564 0.00415979 0.0188189 0.0156918 0.00852853 0.0101805 0.00685961 0.0106192 0.00781432 0.00273929 0.00375549 0.00199752 0.000177058 0.00599493 0.00529457 0.00130195 0.0110347 0.0104261 0.0110127 0.0104488 0.00642553
internal_weight=0 736 497 376 2385 239 2363 1928 97 1831 216 76 48 53 435 89 57 73 163 142 110 88 344 299 66 346 310 287 265 233
internal_count=3121 736 497 376 2385 239 2363 1928 97 1831 216 76 48 53 435 89 57 73 163 142 110 88 344 299 66 346 310 287 265 233
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=31
num_cat=0
split_feature=1 123 4 3 4 2 1 2 1 2 14 159 1 4 1 13 1 150 0 43 43 43 3 47 13 1429 43 42 51 1447
split_gain=36.1161 4.56001 4.30536 3.18785 2.64976 1.79515 1.54882 1.52886 1.27775 1.25542 0.992151 0.747228 0.676898 0.580761 1.21285 0.559077 0.497795 0.476758 0.432596 0.36664 0.349127 0.335679 0.400442 0.335386 0.337241 0.326165 0.285293 0.268754 0.265446 0.252949
threshold=0.10752500000000002 1.0000000180025095e-35 0.27287000000000006 -0.065819999999999976 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.14285500000000004 0.09253500000000002 0.089775000000000008 0.076175000000000007 0.084250000000000005 0.090540000000000023 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 0.15471500000000002 1.0000000180025095e-35 -0.066689999999999985 0.064745000000000011 -0.080324999999999994 -0.040344999999999992 0.13524500000000003 0.08265500000000002 -0.078279999999999975 -0.015219999999999999 -0.081289999999999987 0.11275500000000001 0.11144500000000002 -0.082954999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 25 5 9 26 11 -3 10 12 17 28 15 23 -11 -8 21 27 29 -10 -5 -23 24 -15 -2 -4 -14 -1 -17
right_child=2 8 6 7 -6 -7 16 -9 20 13 -12 -13 18 14 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011994270087111246 0.0012315536246580237 0.0010406071745555294 0.00036558826852078533 0.0006576779230552561 0.00065909257876911977 0.00073265072879381919 0.00032599578720805226 0.00027551019292381589 0.00066507580058769184 0.00082123847165250195 0.0014346940728802388 0.00044451003780798028 0.0011355440270174287 0.0011257411319053564 0.00065638591456257443 0.0013601694866722707 5.9198966075037538e-05 0.00058710383797364615 0.00083244222526748974 0.0010117988837844139 0.00036861769590669432 0.001090922931547984 0.00075909510125002312 0.0012807561036867973 0.0010023657800945155 0.00096160318937312591 0.0005980329795692525 0.00094724799900593919 0.001005993107286822 0.0011569416685121396
leaf_weight=1054 22 34 25 25 45 41 116 45 56 21 58 38 204 139 30 25 35 41 24 66 21 29 27 26 220 79 108 34 28 405
leaf_count=1054 22 34 25 25 45 41 116 45 56 21 58 38 204 139 30 25 35 41 24 66 21 29 27 26 220 79 108 34 28 405
internal_value=0 0.00111263 0.000573916 0.00073528 0.00113045 0.00113938 0.000400052 0.000594804 0.000724017 0.00114653 0.0011836 0.000684606 0.00117277 0.00109075 0.00103612 0.0011346 0.000264155 0.00075939 0.00108334 0.00114787 0.000584224 0.000846596 0.000930935 0.00106571 0.00105014 0.0010204 0.00055434 0.00110864 0.00119442 0.00116876
internal_weight=0 2531 590 306 2420 2375 284 205 111 2334 1402 160 1344 932 415 517 151 122 262 496 77 81 56 385 359 101 133 238 1082 430
internal_count=3121 2531 590 306 2420 2375 284 205 111 2334 1402 160 1344 932 415 517 151 122 262 496 77 81 56 385 359 101 133 238 1082 430
is_linear=0
shrinkage=0.00196078


Tree=3885
num_leaves=31
num_cat=0
split_feature=1 12 3 4 1 3 12 4 43 2 2 4 14 52 4 47 47 51 49 1 0 12 0 3 43 49 16 16 151 399
split_gain=37.9904 4.46132 4.3613 2.25859 2.19813 1.91355 1.39595 1.38983 1.35337 1.02618 0.952421 0.869263 0.676701 0.661918 0.637636 0.56795 0.523804 0.554729 0.479693 0.464959 0.443586 0.572836 0.39645 0.365226 0.432887 0.30307 0.294759 0.270707 0.33929 0.269261
threshold=0.10752500000000002 0.051320000000000005 -0.059315 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.091475000000000015 -0.16363499999999997 -0.025214999999999998 0.11389000000000002 0.11177500000000001 -0.0086549999999999978 0.076175000000000007 0.048770000000000008 -0.019614999999999997 0.091680000000000011 0.077555000000000013 -0.11559499999999999 -0.012034999999999999 0.12656000000000003 -0.087974999999999984 0.12757000000000002 -0.13027499999999997 0.092670000000000016 -0.088004999999999986 -0.085174999999999987 -0.008904999999999998 -0.090344999999999995 -0.059889999999999992 0.088080000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 9 8 12 -6 19 16 -10 20 22 -7 -12 25 17 -1 -2 -4 -8 29 -3 24 -19 -9 -16 -27 -29 -22
right_child=2 6 5 -5 7 13 11 15 10 -11 14 -13 -14 -15 26 -17 -18 23 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0011982677835641155 0.00060357732278313117 0.00085779581051661504 0.00039496134417633727 0.00043734976286182071 0.0010447137883659936 -3.9099446568299449e-05 0.001208370170998248 0.00074693188071250916 0.00081053227757451642 0.00054695808001646172 0.00077205598541517167 0.00088609894608613249 0.0013189726787439062 0.00030658181679258907 0.00045542350030135898 0.00082815789882238571 0.0012188601267174885 0.00073564798575734682 0.00093862902871686381 0.00018485319791321602 0.0010107936410209154 0.00072942972832515612 0.0010824266361491911 0.00070438926902230002 0.0010137405441282621 0.00061083036456622327 0.00020893376951315194 0.00053222080903667513 0.00024144876864654218 0.0011937422852739648
leaf_weight=29 20 31 80 74 31 57 46 21 39 22 20 252 46 34 66 31 33 28 92 82 493 27 1181 29 93 42 26 36 27 33
leaf_count=29 20 31 80 74 31 57 46 21 39 22 20 252 46 34 66 31 33 28 92 82 493 27 1181 29 93 42 26 36 27 33
internal_value=0 0.00100723 0.000454714 0.000703168 0.000823192 0.000340327 0.00104405 0.000665311 0.000413089 0.000950036 0.000546636 0.000982716 0.00108554 9.00562e-05 0.000454744 0.000590397 0.000991865 0.000950017 0.000878798 0.00028861 0.00102336 0.00100797 0.00107668 0.000902022 0.000949389 0.000531901 0.000385763 0.000488895 0.000407604 0.00102227
internal_weight=0 2531 590 186 422 404 2109 188 313 234 151 851 1258 91 112 157 212 179 112 162 599 553 1212 150 121 126 92 105 63 526
internal_count=3121 2531 590 186 422 404 2109 188 313 234 151 851 1258 91 112 157 212 179 112 162 599 553 1212 150 121 126 92 105 63 526
is_linear=0
shrinkage=0.00196078


Tree=3886
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 2 2 4 52 1 1 2 43 47 151 13 15 10 12 12 14 133 3 4
split_gain=67.3214 10.8361 6.21706 5.62713 3.63853 3.60043 2.42042 2.26926 2.00621 1.75192 1.66318 1.64631 1.3634 1.15452 0.850379 0.741417 0.709507 0.978665 0.561344 0.498794 0.500282 0.432393 0.424077 0.534002 0.373254 0.371603 0.354429 0.352666 0.538983 0.339012
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.077845000000000011 0.10672500000000001 0.089775000000000008 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.091195000000000012 0.089770000000000016 0.097845000000000015 -0.080324999999999994 0.078345000000000012 -0.088784999999999989 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.095780000000000018 0.10061500000000002 0.096015000000000017 0.032270000000000007 -0.10831999999999999 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 11 12 -5 25 15 13 -4 -13 -1 24 -18 -11 20 -3 -15 -14 -24 27 -6 -8 28 -16 -30
right_child=1 2 8 9 10 -7 26 -9 -10 18 -12 14 22 21 16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014916529175421391 0.0014085405197675014 0.00088676282515128457 0.00073816713393099745 0.0013477569002480734 0.0013847177877437836 0.00089122153456426328 0.0018387218230179138 0.00079479962454547643 0.00083095660708572218 0.00088080882510923328 0.00070947651748295894 0.001629627647869564 0.00032393148673387864 0.000282585447249833 0.0011116323269908085 0.0013660578933708807 0.00082453785929431894 0.0013321397190584857 0.00048859966078809659 0.00086284724265044816 0.00058400859165964262 0.0005670165409081729 0.0002516841488461211 -0.0001363340739063383 0.0013102372780288915 0.0011120814018674042 0.0015530909406051407 0.0014522335531183296 0.0015361718999920945 0.0013372866660377244
leaf_weight=1106 76 24 40 28 40 48 61 22 37 47 30 43 32 86 33 216 23 40 20 40 167 27 25 30 303 37 23 233 43 141
leaf_count=1106 76 24 40 28 40 48 61 22 37 47 30 43 32 86 33 216 23 40 20 40 167 27 25 30 303 37 23 233 43 141
internal_value=0 0.000710053 0.000623736 0.00140366 0.000802206 0.00142269 0.00143384 0.00142139 0.000405963 0.000935865 0.00110112 0.00142771 0.000340443 0.000451885 0.00136088 0.00147113 0.00134671 0.00114682 0.000763731 0.000663747 0.000622051 0.000350547 0.000144458 4.00378e-05 0.00136344 0.00125371 0.00176051 0.00139926 0.00134238 0.00138377
internal_weight=0 691 615 2430 338 2335 2287 2203 277 95 107 2181 240 153 859 1322 816 63 67 231 191 113 87 55 753 77 84 450 217 184
internal_count=3121 691 615 2430 338 2335 2287 2203 277 95 107 2181 240 153 859 1322 816 63 67 231 191 113 87 55 753 77 84 450 217 184
is_linear=0
shrinkage=0.00196078


Tree=3887
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 1 47 2 2 4 14 2 0 0 15 0 4 16 15 4 12 4 16 4 157 4 15 10 47
split_gain=76.4566 11.6564 7.22522 6.9965 4.22244 3.21815 2.2849 2.15336 1.95446 1.91606 1.8117 1.62972 1.51551 1.271 1.06843 1.69549 1.17116 1.06219 0.917424 0.883003 0.834136 1.14879 1.04709 0.659585 0.625184 0.60164 0.59168 0.582795 0.614568 0.524084
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.042705000000000007 0.09253500000000002 0.13082500000000002 0.11474000000000002 0.13913500000000004 0.40124500000000002 0.062655000000000016 0.14753000000000002 -0.15202999999999997 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.27834500000000006 -0.10850999999999998 -0.048699999999999993 -0.49013999999999996 0.08401500000000002 -0.16363499999999997 -0.039889999999999988 -0.036839999999999991 -0.0048549999999999991 -0.0070899999999999991 -0.41942499999999994 -0.38124499999999995 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 29 9 -5 12 26 11 13 14 17 -7 15 -1 -16 -4 -15 -20 25 22 -22 -17 -2 -18 -6 -14 -29 -3
right_child=1 2 7 6 8 10 -8 -9 -10 -11 -12 -13 27 18 16 23 20 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0019660897801319758 0.0017517929579697403 0.00081028347576228078 0.00089417934910777735 0.0015325559988497589 0.0017655790408674964 0.0019865962894969071 0.00090183164104656974 0.0010293402196678322 0.0008440538930396239 0.0010854233479967305 0.00097200821135558333 0.0019713696269431729 0.0005058543357139855 0.001585502867025756 0.0017310232529374825 0.0011526661580863941 0.0019208030455457742 0.00052238070010413636 0.0014327026366534393 0.00098211859918984718 0.0015920418091848784 0.0016201525161301834 0.00095755589468514218 0.0015606592954958186 0.0013667944867431726 0.0016485820948107907 0.0013796432689875781 0.00040009980707191955 -1.6161132835192617e-05 0.001077880012231148
leaf_weight=20 50 191 40 34 21 21 63 34 24 20 25 79 32 157 1178 39 57 113 102 20 20 499 20 25 24 69 56 25 30 33
leaf_count=20 50 191 40 34 21 21 63 34 24 20 25 79 32 157 1178 39 57 113 102 20 20 499 20 25 24 69 56 25 30 33
internal_value=0 0.000892749 0.000802049 0.00163898 0.00099978 0.00166027 0.00112291 0.000567514 0.00133262 0.00168932 0.00147914 0.00169534 0.000502088 0.0015214 0.00168403 0.00146776 0.00169389 0.000619583 0.00148639 0.00135884 0.0016281 0.00159452 0.0012748 0.00131204 0.00162693 0.00177173 0.0014849 0.00029546 0.000173048 0.000849706
internal_weight=0 673 599 2448 325 2351 97 274 101 2026 325 2006 240 300 1927 84 1843 153 279 122 665 539 40 64 74 126 77 87 55 224
internal_count=3121 673 599 2448 325 2351 97 274 101 2026 325 2006 240 300 1927 84 1843 153 279 122 665 539 40 64 74 126 77 87 55 224
is_linear=0
shrinkage=0.00196078


Tree=3888
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 4 2 2 0 47 1 4 12 50 47 52 475 0 12 15 39 4 39 13 3
split_gain=83.5282 12.3851 7.85893 6.75366 4.63457 3.98553 2.25727 2.17789 2.12462 2.05234 2.18952 1.78431 1.34244 1.06035 1.51834 1.1067 0.910473 0.889465 0.855566 0.795575 0.687915 0.541383 0.675634 0.527596 0.521771 0.60865 0.512933 0.482548 0.459836 0.417619
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.14960000000000004 -0.090999999999999984 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.27287000000000006 0.090455000000000021 0.086295000000000011 0.090100000000000013 -0.56176499999999996 -0.07550999999999998 -0.030209999999999997 0.11734000000000001 -0.41942499999999994 0.092310000000000017 -0.51843499999999987 0.087690000000000004 -1.0000000180025095e-35 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 -6 -5 10 27 16 -1 14 15 -14 20 26 24 -3 -7 -22 23 -23 -11 -26 -15 -4 -12 -28
right_child=1 2 9 8 7 11 -8 -9 -10 18 28 -13 13 17 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00091454192544474747 0.0013250743049316831 0.00047335956519098626 0.00080090533662760142 0.0012362534038490489 0.0012161924766345236 0.0015177832189987948 0.0017409155489367474 0.00060007740034694404 0.00062805328630038482 0.0001285263604852332 0.00011178111095103832 0.00070970071589245519 0.0013338665215193437 0.0017510351179694597 0.0016710850537991991 0.00092318355812386326 0.00085791879653524157 0.0013512902124482445 0.00037272693877774102 0.00080755079694676637 0.0014477692099064518 0.0012754925015225865 0.0010010133771335378 0.0010224532360344932 -0.00035921509656289345 5.6703555335047149e-05 0.0011678168447523001 0.00045234112864076458 0.00041936452832876467 0.0014470727886920433
leaf_weight=22 74 190 37 34 71 36 76 32 63 35 74 26 49 21 24 52 23 557 22 32 41 264 51 36 31 24 21 26 25 1052
leaf_count=22 74 190 37 34 71 36 76 32 63 35 74 26 49 21 24 52 23 557 22 32 41 264 51 36 31 24 21 26 25 1052
internal_value=0 0.000568293 0.000474801 0.00134827 0.000681022 0.00136919 0.00140992 0.00102478 0.000841237 0.000230197 0.000371298 0.00120917 0.00139593 0.00140189 0.00122777 0.00112243 0.00123796 0.00141507 2.61039e-05 0.000521531 0.00125838 0.00123456 0.00120966 0.00124513 -5.86262e-05 -0.000177723 0.00144755 0.000657053 0.000189454 0.00144161
internal_weight=0 673 599 2448 325 2351 1874 103 97 274 162 477 1798 1776 125 101 451 1651 112 222 428 392 351 300 90 55 1094 63 99 1073
internal_count=3121 673 599 2448 325 2351 1874 103 97 274 162 477 1798 1776 125 101 451 1651 112 222 428 392 351 300 90 55 1094 63 99 1073
is_linear=0
shrinkage=0.00196078


Tree=3889
num_leaves=31
num_cat=0
split_feature=1 12 3 15 3 43 150 2 2 43 376 48 4 0 48 160 1454 1447 0 47 1 42 0 1213 16 34 2 150 39 31
split_gain=2.81785 0.388674 0.387225 0.331748 0.344141 0.351247 0.25992 0.230331 0.222939 0.203287 0.206582 0.235359 0.188505 0.164805 0.151059 0.193306 0.151958 0.195967 0.141187 0.194478 0.139543 0.244959 0.160869 0.131243 0.14206 0.13108 0.149592 0.186121 0.146139 0.127983
threshold=0.10920500000000001 0.051320000000000005 -0.053259999999999995 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.10980500000000001 0.31358000000000003 0.11411 -0.095049999999999982 0.084545000000000009 0.081805000000000017 0.053180000000000012 -0.085939999999999989 0.092475000000000016 -0.059339999999999997 0.097395000000000023 -0.065079999999999985 -0.036484999999999997 0.090280000000000013 0.08592000000000001 0.082810000000000009 -0.099059999999999995 0.104315 0.0057500000000000008 -0.021334999999999996 0.11682500000000001 0.085395000000000013 0.11683000000000002 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 9 -7 25 18 -1 11 -11 13 20 16 -16 17 -15 19 -2 22 -22 -3 24 -24 29 27 -27 -28 -4
right_child=2 12 7 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.013179900638759137 0.022190144109810073 0.021873627625795644 0.0056038395753382035 0.020218818315576453 0.00029575452208518982 0.01550695966040596 0.0035954961786046624 -0.0037131172801869424 0.006650815912954776 -0.0056112606565875472 0.013238244137281311 0.0070379527359220543 0.013012472318927477 0.020215477252818852 0.0027393349202438481 0.01427968747993099 0.0081442388085027542 0.01535848864696787 0.0074976579124967635 0.012108963381499053 0.0058925636611612785 0.017250544225828626 0.018157161463906165 0.01038860841481774 0.011494808503027474 0.012070296114047994 0.0061948263172083113 0.001737942893735387 -0.0028625039756298067 -0.003658099558204413
leaf_weight=50 31 86 37 48 26 218 20 26 70 24 23 38 247 90 21 47 27 1079 26 50 28 59 374 27 35 84 163 22 20 25
leaf_count=50 31 86 37 48 26 218 20 26 70 24 23 38 247 90 21 47 27 1079 26 50 28 59 374 27 35 84 163 22 20 25
internal_value=0 0.0150441 0.00718021 0.0123644 0.0114195 0.0121948 0.014506 0.00536869 0.0110386 0.00812035 0.00514414 0.00214148 0.0156091 0.0159516 0.0153004 0.0107158 0.0155611 0.0157324 0.0139092 0.0159672 0.0173029 0.0135951 0.0179209 0.0171413 0.017587 0.00604141 0.00693649 0.00992585 0.00520495 0.00186919
internal_weight=0 2567 554 447 399 373 238 377 177 135 85 62 2120 1873 1264 68 1196 1169 107 81 609 87 522 436 409 351 289 106 183 62
internal_count=3121 2567 554 447 399 373 238 377 177 135 85 62 2120 1873 1264 68 1196 1169 107 81 609 87 522 436 409 351 289 106 183 62
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=31
num_cat=0
split_feature=1 3 1 12 150 4 376 2 2 4 16 52 1 2 1210 1 1447 52 0 4 480 160 483 483 474 484 0 52 484 150
split_gain=2.28246 0.339959 0.315497 0.300005 0.249319 0.246124 0.252518 0.288531 0.211965 0.163019 0.223012 0.153032 0.137742 0.135506 0.216893 0.142924 0.138704 0.137715 0.137516 0.137138 0.130724 0.132149 0.273416 0.168012 0.138861 0.270108 0.137075 0.209977 0.197122 0.215631
threshold=0.10920500000000001 0.31534000000000006 0.091195000000000012 -0.010834999999999999 1.0000000180025095e-35 0.41257000000000005 0.080200000000000007 0.092235000000000025 0.13404500000000005 -0.04890499999999999 -0.008904999999999998 0.048770000000000008 0.091900000000000023 0.089005000000000015 -0.15347999999999998 0.089105000000000018 -0.082954999999999987 0.039215000000000007 0.062580000000000011 -0.083439999999999986 -0.085809999999999984 0.05259500000000001 -0.028644999999999997 -0.041389999999999989 0.085295000000000024 0.085435000000000025 -0.085669999999999982 0.11277500000000001 0.091180000000000011 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 -4 12 6 7 -2 13 -9 -11 -3 -5 14 -1 16 -15 18 -18 -19 -16 22 -22 -23 26 -26 28 -28 29 -24
right_child=1 11 3 4 -6 -7 -8 9 -10 10 -12 -13 -14 15 20 -17 17 19 -20 -21 21 23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.024611111570392613 0.014131913296663115 -0.0022926296426081343 0.0065678761487643414 0.0064962633657269179 0.007104276790882328 0.0047718814469841705 0.0016589502648760874 0.013566717539603514 0.0076019846987482919 0.0083135665065446323 -0.0025490159893201457 0.0061842273057931491 0.014201745723642812 0.019143597205125151 0.021801882745841376 0.0049869191087782393 0.012525823060047942 0.020100135719630777 0.0055149482889100916 0.013984555904656215 0.0029902239108369464 0.024091516318731011 0.016133519073020793 0.015144644259307227 0.014530934154366454 0.0026361845150989082 0.014201393846383437 0.0045752777329956494 0.023389316717428821 0.0059377115219831468
leaf_weight=23 119 57 105 25 70 188 36 30 49 63 27 34 322 42 26 20 415 41 30 347 21 32 363 61 60 28 406 24 35 22
leaf_count=23 119 57 105 25 70 188 36 30 49 63 27 34 322 42 26 20 415 41 30 347 21 32 363 61 60 28 406 24 35 22
internal_value=0 0.00646218 0.0135397 0.0113454 0.0125484 0.0075604 0.00946674 0.0106428 0.0140998 0.00718277 0.00505479 0.000874548 0.0136466 0.0142593 0.0150022 0.0133455 0.0135365 0.0132538 0.0120532 0.0146308 0.0147972 0.0146241 0.014275 0.0182231 0.0145277 0.0107462 0.0149192 0.0136641 0.0162041 0.0155509
internal_weight=0 554 2567 522 417 463 275 239 2045 120 90 91 347 1996 1101 895 875 833 445 388 1078 1052 959 93 938 88 850 430 420 385
internal_count=3121 554 2567 522 417 463 275 239 2045 120 90 91 347 1996 1101 895 875 833 445 388 1078 1052 959 93 938 88 850 430 420 385
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=31
num_cat=0
split_feature=1 52 1 1456 2 3 14 123 44 0 1 4 123 14 4 0 4 16 456 2 0 10 0 12 15 51 48 48 1446 16
split_gain=1.86 0.429858 0.293719 0.227457 0.17609 0.282156 0.171502 0.202378 0.170562 0.173658 0.246578 0.187822 0.148367 0.155285 0.159857 0.144614 0.135301 0.284694 0.130384 0.130364 0.128315 0.122106 0.118276 0.116245 0.113031 0.109483 0.107888 0.156587 0.141256 0.137081
threshold=0.10124500000000002 -0.40967499999999996 0.14860500000000001 -0.049894999999999995 0.10252500000000002 -0.020429999999999997 0.062655000000000016 1.0000000180025095e-35 0.081805000000000017 -0.13027499999999997 0.083345000000000016 0.022185000000000003 0.12067000000000001 -0.23083499999999998 0.51164000000000009 0.0059850000000000016 -0.033174999999999989 -1.0000000180025095e-35 0.092050000000000007 0.13093500000000002 -0.14649999999999996 -0.062879999999999978 -0.05208999999999999 -0.11019 0.089295000000000013 0.086685000000000012 0.093265000000000015 0.096085000000000018 0.11018500000000002 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 15 7 8 9 10 20 19 13 14 -6 -5 -15 18 22 26 -1 -4 -18 -7 -8 -12 28 -28 29 -11
right_child=1 2 21 4 12 23 24 -9 -10 11 25 -13 -14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.020161585044115783 0.012848650155287675 0.015384794583743706 -0.0069141353433951743 0.013959086609316902 0.013482997657322303 0.011082301673013717 0.020055143631422349 0.0068722789848237225 0.021420545556715558 0.016963507241071686 0.0010773723908258897 0.010078606457665854 -0.0035808176221325998 0.0098322852168584596 0.0034593910229607271 0.0058707769484802469 0.0062731703126049938 -0.0080846862407634029 -0.0032919353828765453 0.0049011731939390306 0.0088339643739163889 0.0023859455443622818 -0.00046882583128829159 0.002896037037135102 0.012905539418911425 0.0095982037279754885 0.0021240386541467159 0.011723547228570797 0.019436002963144954 0.012882553864116048
leaf_weight=20 102 28 20 84 41 22 48 67 21 87 38 265 20 37 26 30 162 20 20 20 20 48 31 82 41 25 20 113 36 1527
leaf_count=20 102 28 20 84 41 22 48 67 21 87 38 265 20 37 26 30 162 20 20 20 20 48 31 82 41 25 20 113 36 1527
internal_value=0 0.00680034 0.00588093 0.00658351 0.00615493 0.00839437 0.0124558 0.0122861 0.0124516 0.0123648 0.00835734 0.0125644 0.00478743 0.00528406 0.00959324 0.0118306 0.00421475 0.00332269 0.00439381 0.0129298 0.0144978 -0.000349372 0.00519026 0.00462775 0.0167615 0.00445865 0.0130199 0.01028 0.0132407 0.0131025
internal_weight=0 773 671 603 575 218 2348 2259 2192 2171 103 2068 357 337 67 114 270 233 213 1803 40 68 193 104 89 63 1783 133 1650 1614
internal_count=3121 773 671 603 575 218 2348 2259 2192 2171 103 2068 357 337 67 114 270 233 213 1803 40 68 193 104 89 63 1783 133 1650 1614
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=31
num_cat=0
split_feature=1 2 12 12 4 1 2 4 2 2 50 457 14 14 0 12 4 2 0 4 160 4 3 12 14 4 16 1 0 1
split_gain=30.4972 3.79316 3.30745 3.26224 2.30103 1.86612 1.4353 1.21934 0.835778 0.836421 0.81065 0.78945 0.892485 0.680787 0.655792 0.816165 0.599041 0.570564 0.556579 0.490276 0.483764 0.44084 0.672626 0.363396 0.360214 0.372508 0.399419 0.394857 0.34991 0.338915
threshold=0.10752500000000002 0.13754500000000003 0.085055000000000006 -0.010834999999999999 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.27044500000000005 -1.0000000180025095e-35 0.10774000000000002 0.041865000000000006 0.29113500000000009 0.062655000000000016 -0.10708499999999999 -0.10836499999999999 0.090455000000000021 -0.0016099999999999997 0.093320000000000014 -0.15202999999999997 -0.00099499999999999979 0.041220000000000007 -0.51843499999999987 -0.15121499999999996 0.093965000000000007 -0.46166999999999997 -0.022844999999999997 -0.0048099999999999992 0.11323000000000001 -0.088774999999999979 0.14804000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 6 17 11 23 -2 -10 29 12 13 -5 16 21 18 -1 -15 28 -19 -16 -23 -4 -11 -26 27 -27 -17 -3
right_child=1 10 7 4 -6 -7 -8 -9 9 24 -12 -13 -14 14 15 19 -18 20 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.001237060152367569 0.00037488413836207806 0.0002934021858619117 0.0012040408742096688 0.0013938339598904336 0.00064409985162339515 0.00060035525088671235 0.00070444401906840737 0.00059516582484809134 0.00089664865405328809 0.00076963462234051533 0.0005416003565358765 0.00071029547988032764 0.0012881257091816624 0.00096406822822486251 0.0013539333732953032 0.0012718015102402157 0.0010394913448055639 0.00077695775321844887 0.00051682003536352925 0.00095539990062868633 0.0011344427545015399 0.00085321894531343169 0.0011256520033948749 0.0009321727065439659 0.00074255479996229148 0.00068490314504891998 0.00021438130067120522 0.00041360143449243805 0.0010584115203064819 7.1886134101077908e-05
leaf_weight=27 93 79 24 27 47 90 38 41 31 23 40 21 86 23 31 31 86 43 20 190 22 36 1084 89 21 33 21 55 629 40
leaf_count=27 93 79 24 27 47 90 38 41 31 23 40 21 86 23 31 31 86 43 20 190 22 36 1084 89 21 33 21 55 629 40
internal_value=0 0.000558962 0.000654454 0.001054 0.00107359 0.000801096 0.00108236 0.000884819 0.000526381 0.000602952 0.000300115 0.0010887 0.00109225 0.00108444 0.00108051 0.00108925 0.00094501 0.000997473 0.000756046 0.00104317 0.000897953 0.00112328 0.0011169 0.000989915 0.000543445 0.000503427 0.000457357 0.00051534 0.00106843 0.000218943
internal_weight=0 590 431 2531 2349 182 2302 154 277 184 159 2264 2243 2157 2130 2001 129 92 43 850 65 1151 1120 113 153 130 109 88 660 119
internal_count=3121 590 431 2531 2349 182 2302 154 277 184 159 2264 2243 2157 2130 2001 129 92 43 850 65 1151 1120 113 153 130 109 88 660 119
is_linear=0
shrinkage=0.00196078


Tree=3893
num_leaves=31
num_cat=0
split_feature=1 4 3 2 9 0 3 0 3 15 45 10 16 40 15 13 14 0 156 16 16 151 42 14 131 1208 1213 41 43 132
split_gain=1.68986 0.406709 0.299575 0.194273 0.299352 0.169032 0.166154 0.163023 0.162234 0.187523 0.145168 0.161991 0.139105 0.128658 0.126332 0.142947 0.123794 0.227482 0.236939 0.284966 0.183641 0.211984 0.133819 0.133171 0.114985 0.110513 0.117607 0.110434 0.126622 0.110382
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 0.10222000000000002 -1.0000000180025095e-35 0.024095000000000002 0.084940000000000015 0.22582000000000002 0.11658 -0.0088349999999999974 0.081955000000000014 -0.0026549999999999994 -0.061854999999999993 -0.077474999999999988 -0.14712999999999996 -0.066634999999999986 0.062655000000000016 -0.13027499999999997 0.013700000000000002 -0.081779999999999978 -0.36241499999999999 -0.0064299999999999991 0.11457500000000002 0.097795000000000007 0.090175000000000019 0.099975000000000008 -0.021674999999999996 0.082735000000000017 1.0000000180025095e-35 0.10613500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 13 14 27 10 -8 12 11 -1 -10 -3 -6 24 17 18 19 20 -13 -22 -19 -18 -16 26 -24 28 -5 -4
right_child=1 2 29 6 5 -7 8 -9 9 -11 -12 16 -14 -15 15 -17 23 22 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0049980519798048066 0.013410332948506737 0.0064682150785246809 -0.00062539168632182499 0.0034117307348060424 0.018995585716329519 0.0022175878159363164 0.015091154591825147 0.0029641073429957036 0.0054349570700947501 -0.0024003235108102671 0.020115829418963671 0.011862481324351394 0.015364237762211512 -0.0030423461981117727 0.019351746171712876 0.0079001228427255741 0.01784209312446525 0.01238621001643005 -0.0022412099782377483 0.018938767001032832 0.0090918499355514843 -0.0052934472914785147 0.01342121022271699 0.0085593572817742828 0.011017443752866618 0.014126846561762128 0.0061083455847008262 0.0092249991247496978 -0.0050277648167684676 0.0068003956774751158
leaf_weight=33 78 33 87 160 20 22 26 20 43 20 22 36 21 25 25 90 68 1906 20 25 21 20 29 20 49 37 91 28 20 26
leaf_count=33 78 33 87 160 20 22 26 20 43 20 22 36 21 25 25 90 68 1906 20 25 21 20 29 20 49 37 91 28 20 26
internal_value=0 0.00656338 0.00579495 0.00670977 0.00871496 0.0105017 0.00504509 0.0119539 0.00818832 0.00605173 0.0120312 0.011954 0.008693 0.00236884 0.0114922 0.0105772 0.012055 0.0119069 0.0077111 0.00966253 0.00665077 0.00207463 0.0121551 0.0157324 0.0138331 0.00934884 0.00787562 0.0033828 0.00247401 0.0010832
internal_weight=0 773 695 582 264 206 318 2348 110 84 2328 2306 64 58 184 164 2273 2185 122 102 77 41 2063 88 74 157 120 208 180 113
internal_count=3121 773 695 582 264 206 318 2348 110 84 2328 2306 64 58 184 164 2273 2185 122 102 77 41 2063 88 74 157 120 208 180 113
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 1 14 2 16 4 2 3 0 15 3 123 51 51 0 10 3 12 160 11 47 1 15
split_gain=71.7324 11.5043 7.18 6.41737 3.65731 3.58063 2.0736 2.05418 1.93987 1.72703 1.70555 1.57367 1.52249 1.07848 0.961983 0.717534 1.0289 0.70797 0.640555 0.618581 0.797089 0.579796 0.538663 0.528428 0.63716 0.512228 0.49881 0.489789 0.479556 0.446742
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.14122000000000004 0.17025000000000004 0.09253500000000002 0.062655000000000016 0.11474000000000002 -0.5315899999999999 0.42051500000000003 -0.090999999999999984 0.30112000000000005 -0.10096999999999999 -0.12255999999999999 -0.13927999999999999 0.088205000000000019 -0.040379999999999992 0.081440000000000026 -0.076579999999999995 -0.39453499999999991 -0.10831999999999999 0.092550000000000007 -0.079874999999999988 0.075910000000000019 0.090100000000000013 0.11588000000000001 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 9 11 12 -5 13 28 -7 14 -1 18 16 -15 26 29 -18 -21 -17 -9 -19 -25 -23 -13 -3 -6 -4
right_child=1 2 7 8 10 6 -8 22 -10 -11 -12 17 -14 15 -16 21 19 23 -20 20 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012593032191250202 0.0016615152293165492 0.0008469002982662712 0.001239172149133059 0.0015210394473636852 0.0016107095315813381 0.0010188628462891953 0.0011022346716019708 0.00044061575969942018 0.00093988442200433414 0.0020049264784954509 0.00087805256381436102 0.0014866525635999792 0.00052529925380822001 0.0018651064056824861 0.00055313202923809005 0.0017255253880135407 0.0011858976109089484 0.001238302321118467 0.00066808084391203578 0.0016786143548932729 0.0013071075288069703 0.0013875838090647377 4.8675700926627866e-05 0.0016666037850124888 0.0015103981238065659 0.0016556378284551662 0.0018465596309177115 0.0011055933104621039 0.0012980213511648874 0.0008842696389731239
leaf_weight=22 71 191 30 34 44 20 41 28 63 70 24 20 118 35 30 1278 22 20 20 64 34 32 26 153 292 191 57 33 33 25
leaf_count=22 71 191 30 34 44 20 41 28 63 70 24 20 118 35 30 1278 22 20 20 64 34 32 26 153 292 191 57 33 33 25
internal_value=0 0.00091503 0.000826989 0.00163783 0.00102468 0.00165823 0.00152794 0.000595038 0.00114359 0.00170317 0.00133445 0.001559 0.000678129 0.00169058 0.000849881 0.00169631 0.0015693 0.00157893 0.00096858 0.00148302 0.00154972 0.00170943 0.000251904 0.00155009 0.0015641 0.00161717 0.00175308 0.000885011 0.0014767 0.00107785
internal_weight=0 673 602 2448 325 2351 603 277 97 1748 101 562 223 1678 105 1656 155 542 75 120 98 1501 54 465 445 223 77 224 77 55
internal_count=3121 673 602 2448 325 2351 603 277 97 1748 101 562 223 1678 105 1656 155 542 75 120 98 1501 54 465 445 223 77 224 77 55
is_linear=0
shrinkage=0.00196078


Tree=3895
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 2 1 4 2 4 1 1 1 11 40 1 2 52 50 3 42 4 3
split_gain=68.7608 10.5906 5.81458 5.43614 4.0285 3.44724 2.7758 2.2382 1.95418 1.81998 1.75735 1.16109 1.24957 0.975554 0.828674 0.808238 0.710245 0.68128 0.57733 0.575205 0.547505 0.535366 0.494133 0.488467 0.438262 0.386144 0.384078 0.324955 0.368222 0.579976
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.10613000000000002 0.089770000000000016 0.090425000000000019 0.122715 0.27287000000000006 -1.0000000180025095e-35 -0.15289999999999995 0.16175000000000003 0.13075500000000004 0.13288500000000003 0.081790000000000015 -0.077474999999999988 0.12958500000000003 0.089775000000000008 -0.088204999999999992 0.041865000000000006 -0.10831999999999999 0.086555000000000007 -0.46376499999999993 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 21 11 -4 14 22 23 15 24 20 -13 -12 25 -5 -18 26 -3 -8 27 -2 -6 -7 28 -1 -30
right_child=1 4 8 18 17 9 10 -9 -10 -11 16 12 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0059078814070901752 0.0056396790143460208 0.004665374755859375 0.005481886258724789 0.0049158601940067761 0.0043606995781082913 0.005270898488222384 0.0053657165035656991 0.0059603942191022588 0.0048985913873572156 0.0050491346918413484 0.0051684117784687117 0.0052266148125090185 0.0050685688967595016 0.0051193227148926528 0.0051190027292223944 0.005577034978874398 0.0048227325242318295 0.0040481373598150409 0.0045560278826289706 0.0044820046573611719 0.0057030620274133182 0.004372458316746498 0.0049773029486338298 0.0055848116701361595 0.005397506125000011 0.0046474465014887788 0.0054957393041158023 0.0056033249171943229 0.0056846871677506215 0.0053749138233708397
leaf_weight=27 59 47 34 60 65 32 34 76 63 41 20 28 23 29 23 263 142 21 24 22 46 49 20 438 56 25 335 264 731 24
leaf_count=27 59 47 34 60 65 32 34 76 63 41 20 28 23 29 23 263 142 21 24 22 46 49 20 438 56 25 335 264 731 24
internal_value=0 0.00486583 0.00557351 0.00520947 0.00468977 0.00559292 0.00479732 0.0056308 0.00510305 0.0054441 0.00491084 0.00561687 0.00550854 0.00544071 0.00548124 0.00554332 0.00481957 0.00436615 0.00481305 0.00477703 0.00550141 0.00451587 0.00522186 0.00563979 0.00552175 0.00444035 0.00547613 0.00566281 0.00568289 0.00567484
internal_weight=0 673 2448 228 445 2351 334 1874 97 477 238 1798 314 144 436 291 184 111 84 164 413 96 54 1484 115 90 367 1046 782 755
internal_count=3121 673 2448 228 445 2351 334 1874 97 477 238 1798 314 144 436 291 184 111 84 164 413 96 54 1484 115 90 367 1046 782 755
is_linear=0
shrinkage=0.00196078


Tree=3896
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 0 3 39 14 50 0 13 16 12 12 0 48 15 481 43 40 12 16 52 12 12 0 0 15 42
split_gain=2.00332 0.477409 0.336264 0.19008 0.171487 0.316533 0.180666 0.179141 0.161903 0.152476 0.151024 0.146859 0.245572 0.180674 0.136016 0.135604 0.257495 0.198703 0.13259 0.119982 0.118812 0.126969 0.131452 0.193458 0.146263 0.147399 0.139024 0.162929 0.114637 0.112488
threshold=0.10124500000000002 0.13075500000000004 0.085055000000000006 0.038415000000000012 0.11362000000000001 0.034820000000000011 -0.0063699999999999989 0.10076500000000001 0.062655000000000016 -0.23452499999999996 0.024095000000000002 -1.0000000180025095e-35 0.23311500000000004 -0.081419999999999979 0.10016000000000001 -0.098289999999999975 -1.0000000180025095e-35 -0.13578499999999996 0.11393500000000002 -0.081154999999999991 -0.081174999999999983 0.088245000000000004 0.19444000000000003 -0.5425549999999999 0.092550000000000007 0.097825000000000009 -0.053834999999999994 -0.064754999999999993 -0.30407999999999996 0.086730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 19 7 6 -6 8 9 -1 11 13 -13 28 -5 16 -11 -18 20 -4 -17 29 26 -24 -25 -26 27 -23 -3 -22
right_child=1 10 3 14 5 -7 -8 -9 -10 15 -12 12 -14 -15 -16 18 17 -19 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.024178329328524657 0.010502525799715959 0.0071086355989834942 0.025234326852951201 0.015955141543349784 0.016717850203762406 0.0022926160755256816 0.0065238947095349435 0.0078763725014314775 0.021358099031071602 0.0038412984646856788 0.00084853545995429165 0.015857440229429275 0.0031397121365774766 0.0028693970328377977 0.0083870436102052789 0.011060491142173608 0.021560377028325334 0.014250205590278054 0.010481794411316515 0.016796068983722618 0.018942066812364287 0.017022043056025796 0.019567292131250726 0.017323188465088606 0.00086115470067376189 0.012031767796725035 0.024665928883073125 0.0080888414644591875 0.01601943990046328 0.016233299588865262
leaf_weight=29 312 42 20 48 133 21 20 21 88 20 32 49 22 72 47 30 46 194 29 107 636 735 32 20 21 27 23 21 22 202
leaf_count=29 312 42 20 48 133 21 20 21 88 20 32 49 22 72 47 30 46 194 29 107 636 735 32 20 21 27 23 21 22 202
internal_value=0 0.0109567 0.0126193 0.0155942 0.016826 0.0138052 0.0153853 0.0170677 0.0171574 0.0169784 0.00724196 0.00823031 0.0119167 0.00630579 0.0122109 0.0168758 0.0147429 0.0156513 0.0171881 0.0181249 0.0172994 0.0174084 0.0165688 0.0131556 0.0101383 0.00714462 0.0170069 0.0167739 0.0101717 0.0182891
internal_weight=0 773 534 222 2348 174 153 2174 2153 2065 239 207 71 136 95 2036 260 240 1776 127 1747 1717 879 100 68 48 779 756 64 838
internal_count=3121 773 534 222 2348 174 153 2174 2153 2065 239 207 71 136 95 2036 260 240 1776 127 1747 1717 879 100 68 48 779 756 64 838
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=31
num_cat=0
split_feature=1 2 1 4 4 15 51 2 4 0 31 147 0 132 15 48 49 14 0 2 4 41 1 3 4 157 12 484 484 52
split_gain=1.63377 0.291592 0.236193 0.222058 0.220971 0.199438 0.17857 0.169249 0.184455 0.159256 0.155111 0.151376 0.169218 0.143655 0.19461 0.314311 0.135286 0.13707 0.132058 0.128011 0.133763 0.1062 0.105726 0.105385 0.114894 0.114211 0.101075 0.1004 0.230763 0.145854
threshold=0.10920500000000001 0.14753000000000002 0.094385000000000011 -0.17966999999999997 0.26450500000000005 0.093115000000000017 0.10614000000000001 0.10774000000000002 -0.069389999999999993 -0.067094999999999988 -1.0000000180025095e-35 0.089365000000000014 -0.14832499999999996 0.08764000000000001 -0.41396999999999995 0.085790000000000019 -1.0000000180025095e-35 0.077685000000000018 -0.076899999999999982 1.0000000180025095e-35 0.41257000000000005 0.078065000000000009 0.12958500000000003 0.149315 -0.04890499999999999 -0.06457499999999998 0.094375000000000014 0.087235000000000021 0.085790000000000019 0.11277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 10 6 9 11 -9 19 -2 12 16 14 -3 -16 -1 -18 -10 -5 -21 -19 -6 24 -12 -26 -7 28 29 -14
right_child=1 13 3 5 22 26 -8 8 18 -11 23 -13 27 -15 15 -17 17 21 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014780043157161742 0.0040537659389277307 0.0092782996577659132 0.017112874443274598 0.013622273986488033 0.0098742691725822156 0.021867094384506347 0.018879091879352928 0.005019324817867191 0.0081679738286350462 0.002939867540650691 0.02020921818222161 0.0085668113175779576 0.015748786237538677 0.01055558651818761 -0.010750631172032584 0.0046435313816699719 0.026323436136424013 0.022412797926725556 0.014881211873079237 0.0060121532570636379 0.014549353276379406 0.013347540594016515 0.0054333770497239538 0.0087355580371381216 0.007107854627359373 0.014483863958627533 0.013604550400193325 0.017817024997626007 0.0058822905931335233 0.012877790178854726
leaf_weight=46 21 27 86 68 113 20 20 27 35 36 27 30 1379 28 21 36 35 28 180 78 24 24 102 44 26 109 57 165 26 203
leaf_count=46 21 27 86 68 113 20 20 27 35 36 27 30 1379 28 21 36 35 28 180 78 24 24 102 44 26 109 57 165 26 203
internal_value=0 0.00891003 0.0148979 0.0126282 0.0100649 0.0113553 0.00985781 0.0153033 0.01281 0.00898195 0.0122409 0.015615 0.0157259 0.00435245 0.00228474 -0.001028 0.0191662 0.0214853 0.0137884 0.0102615 0.00802091 0.0182288 0.00776743 0.0130755 0.0142543 0.0130633 0.0157507 0.0154679 0.0152268 0.0153804
internal_weight=0 554 2567 389 442 303 226 2178 242 206 227 1936 1906 112 84 57 133 87 215 170 102 52 215 206 162 135 77 1773 1608 1582
internal_count=3121 554 2567 389 442 303 226 2178 242 206 227 1936 1906 112 84 57 133 87 215 170 102 52 215 206 162 135 77 1773 1608 1582
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 150 4 0 47 1 52 12 4 49 1 50 1 1 0 11 4 1 133 157
split_gain=82.2033 12.9437 7.03595 6.0594 4.35693 4.35069 2.87068 2.62687 2.25191 2.07869 2.01833 1.30327 1.12655 1.11539 1.78917 1.24912 1.10549 1.00062 1.22863 0.928013 0.913749 0.835289 0.793752 0.663775 0.618921 0.59817 0.58131 0.557899 0.517441 0.49009
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.10613000000000002 0.09253500000000002 1.0000000180025095e-35 -0.15289999999999995 -0.10607499999999999 0.078875000000000015 0.083345000000000016 -0.52606999999999993 0.09141500000000001 -0.52556499999999995 -0.054984999999999992 0.12000500000000001 0.041865000000000006 0.13075500000000004 0.12408500000000001 -0.07929499999999999 1.0000000180025095e-35 0.0061450000000000003 0.089770000000000016 -1.0000000180025095e-35 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 20 13 11 -8 -4 25 -11 14 15 -1 -2 18 -15 -18 -3 -6 28 -14 -20 -7 29 -26 -5 -19
right_child=1 4 10 22 21 8 9 -9 -10 12 -12 -13 23 17 -16 -17 19 26 24 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.001783871857866272 0.0019166230298335257 0.0009524905969053233 0.0016790215411538207 0.00088037699660196652 0.00041250053390370727 0.0017059876233937064 0.0014086816235348723 0.0022319884392191626 0.0012245695099113434 0.0014104939120657303 0.0010862302384085645 0.0012968157973735272 0.00099076566518991184 0.0023753963320417787 0.0021203687806534612 0.0013733127432241409 0.0011801029926811169 0.0015214196256562774 0.0019125525330641762 0.0016444766713243563 0.0005397793868433771 0.00081411879885008305 0.00069776893063795329 0.00070496876624062395 0.0018303885940845284 0.0019373395106419414 0.0015876470957446463 0.0014971641787126953 0.0012582386387329475 0.0018354486305773837
leaf_weight=58 45 30 34 22 85 349 54 76 41 20 63 28 122 21 30 56 21 20 1027 78 66 26 24 42 99 49 45 24 38 428
leaf_count=58 45 30 34 22 85 349 54 76 41 20 63 28 122 21 30 56 21 20 1027 78 66 26 24 42 99 49 45 24 38 428
internal_value=0 0.00103777 0.00181153 0.00141766 0.000843125 0.00183288 0.000954973 0.00187488 0.00166346 0.00107042 0.00129401 0.0017057 0.000971152 0.00185987 0.00169431 0.00158219 0.0016618 0.00187419 0.00190539 0.00154597 0.000668752 0.000506573 0.000999141 0.000917574 0.00189681 0.00173447 0.00180009 0.00176537 0.00111969 0.00182143
internal_weight=0 673 2448 228 445 2351 334 1884 467 238 97 426 184 1808 144 114 144 1664 1171 99 96 111 84 164 1150 398 493 123 60 448
internal_count=3121 673 2448 228 445 2351 334 1884 467 238 97 426 184 1808 144 114 144 1664 1171 99 96 111 84 164 1150 398 493 123 60 448
is_linear=0
shrinkage=0.00196078


Tree=3899
num_leaves=31
num_cat=0
split_feature=1 2 1 12 4 457 2 0 43 4 11 51 11 150 1210 16 42 42 13 132 160 1 1 16 4 12 12 2 13 39
split_gain=1.65483 0.275968 0.233693 0.219383 0.214396 0.194062 0.156704 0.169678 0.199237 0.171472 0.161809 0.151742 0.143544 0.138541 0.135181 0.126344 0.130544 0.178525 0.134991 0.125 0.172565 0.207314 0.113624 0.111209 0.169774 0.144364 0.132117 0.249568 0.149288 0.108271
threshold=0.10920500000000001 0.14753000000000002 0.090540000000000023 -0.010834999999999999 0.26450500000000005 0.062030000000000009 0.097070000000000004 -0.026509999999999995 -0.071629999999999985 -0.42529999999999996 0.080455000000000013 -0.20636999999999997 0.084680000000000019 0.084680000000000019 0.0028200000000000005 -0.5224049999999999 0.11387000000000001 0.11839500000000001 -0.088854999999999976 0.08764000000000001 -1.0000000180025095e-35 0.14262000000000002 0.10060500000000001 -0.45661999999999997 0.060330000000000002 0.092200000000000018 0.097325000000000009 0.10136500000000002 -0.064619999999999983 0.084405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 29 13 11 10 23 -9 -10 14 -5 -12 -2 -1 -13 18 -18 -17 20 -3 -22 -7 -8 25 -25 27 -27 -28 -4
right_child=1 19 3 5 -6 22 7 8 9 -11 12 15 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.015401244490066827 0.013445120131508751 0.0089539243046332286 0.0032248518178955871 0.023134862147271635 0.0075914310202608972 0.013100273224214712 0.019948280958787486 0.0027961375830084859 0.01979179887990044 0.0077962793194903783 0.02770021236723378 0.0066589906146483765 0.016007964489316302 0.0077808453733551096 0.021089135738750271 0.0080174210157407371 0.0031610890799625355 0.015512498173862696 0.015980574828798482 0.010083534088802741 0.0051748328183873976 -0.0068886770334626955 0.0036437269908169076 0.019561679049994861 0.010017904782308693 0.0012195550404222948 0.021165729650399753 0.014741168409968034 0.01367539325255362 0.010664470426302074
leaf_weight=1478 169 27 26 20 215 24 34 29 22 26 21 21 21 58 43 23 22 25 286 28 29 28 27 59 83 21 36 39 102 79
leaf_count=1478 169 27 26 20 215 24 34 29 22 26 21 21 21 58 43 23 22 25 286 28 29 28 27 59 83 21 36 39 102 79
internal_value=0 0.00873096 0.0147573 0.0129365 0.00985446 0.0139007 0.0152573 0.0136152 0.0093404 0.0132942 0.0157311 0.0146467 0.0218541 0.0119979 0.015562 0.0141964 0.014641 0.00973099 0.0153878 0.00429716 0.00236837 -0.000751102 0.00809387 0.0144953 0.01395 0.0152199 0.0139261 0.0100086 0.0156294 0.00882228
internal_weight=0 554 2567 553 442 448 2014 451 77 48 1563 397 42 227 1521 377 356 47 309 112 84 57 51 374 340 257 198 60 138 105
internal_count=3121 554 2567 553 442 448 2014 451 77 48 1563 397 42 227 1521 377 356 47 309 112 84 57 51 374 340 257 198 60 138 105
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 2 14 1 2 15 47 47 2 2 49 0 15 4 147 49 1 3 3 3 0
split_gain=52.7667 6.2291 5.26862 4.7369 3.49689 2.24789 1.72004 1.70529 1.63376 1.26442 0.970549 0.796275 0.746217 0.738267 0.73527 0.68223 0.648742 0.636248 0.641751 0.629054 0.604048 0.533307 0.485018 0.456625 0.429853 0.492519 0.416616 0.395703 0.392332 0.389392
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.12958500000000003 0.090285000000000018 -0.17966999999999997 0.082585000000000006 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.16540500000000002 0.14285500000000004 0.13592500000000005 0.091680000000000011 0.077555000000000013 -1.0000000180025095e-35 0.10882500000000002 -0.012034999999999999 -0.11242999999999999 -0.095244999999999982 -0.062539999999999984 0.088610000000000008 -0.063424999999999981 0.10089500000000001 -0.14186499999999996 0.090900000000000009 -0.13309499999999996 -0.064339999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 23 11 -6 13 14 16 20 -7 17 26 24 22 -5 -19 -2 21 -4 -1 -3 25 -9 -8 -24 -11 -28
right_child=1 5 6 8 7 12 9 15 -10 28 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 27 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0014532763020498078 0.00092065741618474321 0.00075598918519325699 0.0014539288539512484 0.00062669339419336491 0.0014190918789440843 0.00040699506256953912 0.0015340390261292267 0.0011322160133349348 0.0004538511700241526 0.00094702977732338714 0.0009398043132428605 0.0017161294576558718 9.6678495451453191e-06 0.00051803720721546663 0.0010383726042859694 0.0011557494393260625 0.0016251044725280961 0.001188788584114939 0.00085081232612926893 0.0013043416675119855 0.0014619860997730188 0.001011527061056505 0.0013102414561252968 0.00043975190593435818 0.00073266324929626857 0.00076350351938834549 0.0014001578077765281 0.0010330356737573492 0.0012331833631116776 0.0012766285744041015
leaf_weight=70 20 107 20 24 28 135 74 30 58 21 22 46 21 22 23 31 33 36 54 92 1053 22 83 21 73 26 582 26 150 118
leaf_count=70 20 107 20 24 28 135 74 30 58 21 22 46 21 22 23 31 33 36 54 92 1053 22 83 21 73 26 582 26 150 118
internal_value=0 0.000720655 0.00137181 0.000914751 0.00117182 0.000511525 0.00141183 0.000972685 0.000729387 0.00135103 0.00133181 0.00146341 0.000353509 0.000846895 0.00138386 0.000894564 0.00137248 0.000910359 0.000986003 0.00123583 0.00145279 0.00122219 0.00132591 0.000704107 0.000831798 0.000961028 0.00139413 0.00124412 0.00119804 0.00137933
internal_weight=0 590 2531 306 422 284 2109 188 194 968 234 1141 156 136 797 160 212 114 90 112 1095 42 179 128 129 56 774 109 171 700
internal_count=3121 590 2531 306 422 284 2109 188 194 968 234 1141 156 136 797 160 212 114 90 112 1095 42 179 128 129 56 774 109 171 700
is_linear=0
shrinkage=0.00196078


Tree=3901
num_leaves=31
num_cat=0
split_feature=1 1 10 4 12 13 3 2 4 401 52 160 14 41 4 0 16 3 16 0 13 42 484 49 3 123 2 41 11 51
split_gain=1.60087 0.371633 0.228541 0.225577 0.255596 0.180794 0.176631 0.157208 0.184002 0.151485 0.143005 0.177543 0.136441 0.143083 0.132329 0.336872 0.170067 0.213239 0.119777 0.307117 0.118525 0.115972 0.123692 0.11309 0.107882 0.10402 0.102477 0.101872 0.157468 0.101474
threshold=0.11690500000000002 0.094385000000000011 -0.079859999999999987 -0.021294999999999998 -1.0000000180025095e-35 -0.15714499999999998 -0.05647499999999999 0.10644500000000001 -0.069389999999999993 0.085900000000000018 -0.089199999999999988 0.058535000000000011 0.062655000000000016 0.081560000000000007 -0.39518999999999993 -0.062764999999999974 0.25084500000000004 -0.13927999999999999 -0.44310499999999992 -0.07929499999999999 0.05868000000000001 0.11159000000000001 0.085655000000000023 -1.0000000180025095e-35 -0.24190499999999995 0.084880000000000025 0.11018500000000002 0.079395000000000007 0.077290000000000011 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -3 -2 20 12 -9 21 -5 25 13 14 16 29 17 -1 -10 -20 -4 22 -8 -6 -25 -12 -26 28 -14 -16
right_child=2 3 6 10 23 -7 9 8 18 -11 11 -13 27 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.030310622565448288 0.0077421187665701538 0.0057276280991162267 0.014171617009913352 0.016102255888815437 0.020742851605310159 -0.0038186556449340235 0.0072697246590459133 0.0048185734006030295 0.02047155819212397 -0.0015980367292650047 0.011534288155872702 0.0045886521107487135 0.017119620910712653 0.0088602115606772718 0.015073924602218076 0.0054001831228991876 0.013065679532968822 0.017432235284811921 0.0010820440327127775 0.013839703300336917 0.0065016034705532274 0.00093424696242436775 0.014451827870964605 0.019703981128611395 0.014365854405544021 0.0056813870060270551 0.006742544250474089 0.013733363140804264 0.027916266739537773 0.010918707801716129
leaf_weight=20 24 31 66 35 34 31 167 29 21 20 194 62 35 40 1609 38 34 36 21 186 29 24 28 31 110 36 21 26 22 61
leaf_count=20 24 31 66 35 34 31 167 29 21 20 194 62 35 40 1609 38 34 36 21 186 29 24 28 31 110 36 21 26 22 61
internal_value=0 0.0140557 0.00719913 0.0117432 0.0141651 0.00122605 0.00818272 0.014644 0.0123212 0.00673287 0.0100619 0.00933794 0.0149547 0.0147756 0.0149072 0.0147103 0.0186445 0.0220317 0.0132755 0.0125454 0.0118302 0.00749369 0.008301 0.0154996 0.0143991 0.0106182 0.0131438 0.0189206 0.0212867 0.0149221
internal_weight=0 2732 389 554 227 55 334 2178 257 239 327 292 1921 1838 1798 1708 90 56 228 207 95 219 195 196 162 230 131 83 57 1670
internal_count=3121 2732 389 554 227 55 334 2178 257 239 327 292 1921 1838 1798 1708 90 56 228 207 95 219 195 196 162 230 131 83 57 1670
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=31
num_cat=0
split_feature=1 2 9 3 0 44 4 2 13 12 4 3 3 1446 1447 0 475 13 1213 16 10 2 130 123 15 13 124 401 13 0
split_gain=1.2967 0.308373 0.222371 0.208926 0.174441 0.166301 0.16346 0.139008 0.148372 0.131448 0.131317 0.15574 0.15143 0.214051 0.236762 0.18501 0.162758 0.145474 0.137637 0.198741 0.128863 0.125706 0.122855 0.143399 0.120663 0.12049 0.116677 0.109678 0.117909 0.253698
threshold=0.11690500000000002 0.10045500000000002 -1.0000000180025095e-35 0.30112000000000005 -0.13843999999999998 1.0000000180025095e-35 0.42642000000000008 0.15361500000000003 -0.39067499999999994 -0.42850999999999995 -0.082249999999999976 0.092670000000000016 -0.16186999999999999 0.088360000000000008 -0.085684999999999997 -0.087319999999999995 -0.029109999999999997 -0.017449999999999997 -0.013534999999999998 -0.008069999999999999 -1.0000000180025095e-35 -0.18970999999999996 -0.0060099999999999989 0.087755000000000014 0.087575000000000014 -0.013304999999999999 -0.085959999999999995 1.0000000180025095e-35 -0.088464999999999988 -0.090314999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 20 6 10 -3 8 -6 -5 12 21 -4 14 -14 24 -17 18 -18 -20 -2 -12 -22 -24 25 -16 -1 28 29 -23
right_child=3 4 5 9 7 -7 -8 -9 -10 -11 11 -13 13 -15 15 16 17 -19 19 -21 22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011161935680900657 0.0035933343775308973 0.0067399147075724673 0.021918144290921867 0.0076300331521505383 0.003623356060124934 0.022468069391325118 0.016391894947737459 0.0037370271249009034 0.012424977237577097 -4.1224683179700781e-06 0.0054726735217793081 0.0064014131429831729 0.024175633810460569 0.0052086476944386961 0.027315588663332165 0.0047185733204796205 0.017426275067846293 0.014847670604847211 0.0013615951355960634 0.012522540900569696 0.0019671959762016067 0.012902017548310989 0.011282465969896968 0.0053956678766234403 0.012946729412888764 0.017681798359026779 0.00048959657084196812 0.015471744074859409 0.013151099446872714 0.0044961427454836668
leaf_weight=21 57 143 27 34 20 20 20 21 452 67 22 37 25 25 20 21 20 287 27 39 23 116 151 57 27 37 20 170 1063 52
leaf_count=21 57 143 27 34 20 20 20 21 452 67 22 37 25 25 20 21 20 287 27 39 23 116 151 57 27 37 20 170 1063 52
internal_value=0 0.0126502 0.0132474 0.00647922 0.0107602 0.0133943 0.00792421 0.0116978 0.012052 0.00256579 0.0133042 0.0128065 0.0146136 0.01424 0.0146889 0.0141928 0.0132844 0.0137666 0.0101589 0.0079567 0.00785164 0.012973 0.00890239 0.00966926 0.0184536 0.0210621 0.00595592 0.0130908 0.012762 0.0103002
internal_weight=0 2732 2076 389 656 2035 163 493 472 101 2015 1460 555 528 503 478 394 373 86 66 288 1423 231 208 84 57 41 1401 1231 168
internal_count=3121 2732 2076 389 656 2035 163 493 472 101 2015 1460 555 528 503 478 394 373 86 66 288 1423 231 208 84 57 41 1401 1231 168
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 45 2 1 2 4 14 4 1 1 12 4 16 12 1 0 43 2 48 43 12 16 1420 1429
split_gain=39.6437 4.74815 4.41141 3.21684 2.67033 1.87286 1.78415 1.18791 1.09438 0.994417 0.933759 0.891939 0.860476 0.664969 1.1692 0.600174 0.610031 0.622728 0.5407 0.564438 0.439997 0.553796 0.402405 0.70496 0.417704 0.396435 0.384956 0.364253 0.358838 0.41508
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.091265000000000013 0.088105000000000003 0.10783500000000001 0.14122000000000004 0.077845000000000011 0.14960000000000004 0.40473500000000007 0.076175000000000007 -0.013514999999999998 0.089770000000000016 0.086920000000000011 0.08401500000000002 -0.0057249999999999992 -0.39185999999999993 -1.0000000180025095e-35 0.075045000000000014 -0.038659999999999993 -0.08076499999999999 0.11177500000000001 0.083685000000000009 -0.080324999999999994 0.095780000000000018 0.15273500000000004 -0.080064999999999983 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 12 22 10 13 -4 18 -8 15 20 26 28 17 -17 -5 -20 21 -7 24 -24 -3 -11 -15 -23 -1 -30
right_child=1 3 9 7 -6 8 11 -9 -10 25 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015305505058511631 0.0012290706349533966 0.00031484212890705643 0.0011649930030524899 0.00039964479424576659 0.00077203453999329227 0.0012420744113975793 0.0011377507754728724 0.00090789038420113083 0.00086802223030101847 0.00082409728000274168 0.00024578588496691154 0.0007103941520722974 0.0015235373530595566 0.0012259247357518312 0.00078686627515322063 0.00078223357558144179 0.0012560932433715042 0.0011847640577224866 0.00046368562914347216 0.00078943119514986399 0.0013397461231108064 0.00081351421627343871 0.00099571370273873446 0.00063607544657154065 0.00069350706470780682 0.00052519900864294547 0.0010876178627705756 0.0011508351465796722 0.0013153059115037868 0.0011430043149848429
leaf_weight=28 52 24 28 92 45 270 57 21 41 59 79 28 61 189 34 22 366 45 43 39 135 20 26 108 21 24 131 32 944 57
leaf_count=28 52 24 28 92 45 270 57 21 41 59 79 28 61 189 34 22 366 45 43 39 135 20 26 108 21 24 131 32 944 57
internal_value=0 0.00066328 0.00122769 0.000608594 0.00124522 0.00125418 0.000763058 0.000459768 0.00118057 0.000845462 0.000422572 0.000996974 0.00129537 0.00119637 0.00113257 0.00128585 0.0012246 0.00105259 0.000502837 0.000618613 0.00124578 0.00120639 0.000651981 0.000705856 0.000491552 0.000737669 0.00116931 0.0010211 0.00131162 0.00130549
internal_weight=0 590 2531 538 2420 2375 264 274 852 111 253 85 1523 811 354 1462 433 67 174 82 457 322 179 134 45 83 320 52 1029 1001
internal_count=3121 590 2531 538 2420 2375 264 274 852 111 253 85 1523 811 354 1462 433 67 174 82 457 322 179 134 45 83 320 52 1029 1001
is_linear=0
shrinkage=0.00196078


Tree=3904
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 14 2 4 1 0 15 4 1 4 150 159 2 1 0 16 13 3 12 13 16 475
split_gain=53.2599 8.77153 4.77527 4.15497 2.64985 1.99995 1.70256 1.47494 1.33345 1.19683 0.995048 1.06101 0.821031 0.911807 0.729927 0.708223 1.38817 0.605704 0.599353 0.828917 0.671154 0.589762 0.723707 0.56369 0.493173 0.466033 0.433915 0.424772 0.402598 0.401292
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.091265000000000013 0.12958500000000003 0.40124500000000002 0.13501500000000002 0.092845000000000025 0.062655000000000016 0.14960000000000004 0.27834500000000006 0.085760000000000017 -0.097274999999999986 -0.097454999999999986 -0.013514999999999998 0.089770000000000016 -0.013514999999999998 0.084680000000000019 0.076905000000000015 0.11474000000000002 0.075045000000000014 -0.038659999999999993 -0.040964999999999994 0.049530000000000012 -0.0069549999999999994 0.095780000000000018 -1.0000000180025095e-35 0.15273500000000004 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 9 10 17 15 -5 12 11 -3 29 14 -14 21 26 -4 19 20 25 22 -6 -7 -15 -2 -17 -13 -24 -1
right_child=1 5 6 8 7 23 -8 -9 -10 -11 -12 27 13 24 -16 16 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012944147830792501 0.00095119847737106628 0.00081500832343955182 0.0014717428087227581 0.0013139446373095129 0.0014251322111489553 0.00069835699986720424 0.00086608292853214484 0.0010184897718573708 0.00083755190789471608 0.0017570174203161799 0.00029338655641930839 0.00039985890111343545 0.0014194198391016791 0.0014688017756091464 0.00099597055692711239 0.0014089439785388493 0.00094268819573893332 0.0012033195065446526 0.00068806932163453837 0.00070432494603180919 0.00080725449695798754 0.0015539567012524181 0.00095355758187817591 0.0011279226225965164 0.0012415396962680068 0.0013165122093261295 0.0012605874663778483 0.00067991573970897431 0.0013103823112129486 0.0015176166178850644
leaf_weight=32 25 46 73 37 270 23 35 48 58 62 78 91 29 351 34 188 36 58 88 56 38 105 20 24 41 29 127 27 31 961
leaf_count=32 25 46 73 37 270 23 35 48 58 62 78 91 29 351 34 188 36 58 88 56 38 105 20 24 41 29 127 27 31 961
internal_value=0 0.000808135 0.000995446 0.00142506 0.00144142 0.000547584 0.00125026 0.00135205 0.00102309 0.00149024 0.0004757 0.00056241 0.00147882 0.00140984 0.00119089 0.00137266 0.00130744 0.0013529 0.000816215 0.00089241 0.0010069 0.00142639 0.00138467 0.00091771 0.00144503 0.00114739 0.00134913 0.00046394 0.00117045 0.00151042
internal_weight=0 691 402 2430 2335 289 166 825 95 1510 242 164 1448 455 63 777 351 131 236 148 92 426 321 47 392 54 315 118 51 993
internal_count=3121 691 402 2430 2335 289 166 825 95 1510 242 164 1448 455 63 777 351 131 236 148 92 426 321 47 392 54 315 118 51 993
is_linear=0
shrinkage=0.00196078


Tree=3905
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 14 4 2 1 4 0 15 1 10 2 1 475 150 0 1 47 52 4 3 147 4 4 2
split_gain=55.567 6.29132 5.90059 4.68074 3.76544 2.4335 1.82735 1.72736 1.57302 1.63123 1.56051 0.933501 0.990612 1.04472 0.757347 0.749094 0.636069 0.753635 0.62964 0.629555 0.614982 0.603758 0.622453 0.545676 0.507375 0.487687 0.427078 0.385781 0.375769 0.351903
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.076975000000000002 0.36766000000000004 0.14122000000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.16175000000000003 -0.005834999999999999 0.11177500000000001 0.12337000000000002 -0.069854999999999987 0.081835000000000019 -0.07929499999999999 0.083345000000000016 0.089785000000000018 -0.52606999999999993 -0.55119499999999988 -0.12711499999999995 0.08955500000000001 -0.020529999999999996 -0.062539999999999984 0.14753000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 7 26 15 11 9 18 -4 12 13 -1 -7 -5 17 -17 -6 -20 -14 -13 -23 -2 -22 -26 -3 -15 -18 -8
right_child=1 5 10 6 8 14 29 -9 -10 -11 -12 21 20 27 -16 16 28 -19 19 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014572425393700496 0.0013612960629603441 0.00061799493068371832 0.0011640502161409754 0.00046545772333332684 0.0013650429378077166 0.00026936516716613682 0.00043422636817237297 0.0016070752860673893 0.00070908389846111996 0.00077943451711948066 0.00065969158502815939 0.0012526938546998133 0.0013517877672769459 0.0011582919005034627 -0.00010423790444346035 0.0011747981846695257 0.00088083715248508606 0.00070507320289323527 0.0011773038870621054 0.00082704199705860748 0.0015497644081749881 0.00072507979033295717 0.0011470105169436283 0.0010393243872896018 0.0010290527811335239 0.0012707217446428034 0.00030714203147035019 0.00082949019856793933 0.00055693378139004188 0.00011795056020983614
leaf_weight=23 28 113 34 32 66 126 38 75 33 41 77 108 1163 23 25 29 21 24 326 21 23 20 41 73 35 388 20 34 40 21
leaf_count=23 28 113 34 32 66 126 38 75 33 41 77 108 1163 23 25 29 21 24 326 21 23 20 41 73 35 388 20 34 40 21
internal_value=0 0.000588026 0.00125624 0.000783088 0.00127651 0.000377853 0.000612869 0.00131533 0.00112242 0.00115246 0.00081418 0.00130356 0.00131746 0.0011045 0.00020751 0.000730551 0.000804963 0.000962093 0.0011895 0.00115611 0.00132805 0.00116462 0.00100867 0.00112858 0.00126615 0.00125073 0.00057125 0.000962165 0.000668441 0.000321654
internal_weight=0 590 2531 306 2420 284 205 1933 487 454 111 1858 1689 80 151 146 114 53 413 347 1609 169 61 101 446 423 133 57 61 59
internal_count=3121 590 2531 306 2420 284 205 1933 487 454 111 1858 1689 80 151 146 114 53 413 347 1609 169 61 101 446 423 133 57 61 59
is_linear=0
shrinkage=0.00196078


Tree=3906
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 2 2 1 0 15 4 1 0 47 1 15 0 0 475 52 150 16 13 4 12 43
split_gain=26.6307 4.45381 2.74031 2.41299 1.41932 1.33808 0.968844 0.867982 0.842005 0.7631 0.633101 0.616435 0.608127 0.585935 0.526313 0.877121 0.512946 0.379177 0.353711 0.348581 0.344781 0.333969 0.324421 0.325571 0.319467 0.31089 0.307659 0.307432 0.3048 0.301167
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13082500000000002 0.077845000000000011 0.14285500000000004 0.11474000000000002 0.14838000000000004 0.085760000000000017 -0.14723999999999998 1.0000000180025095e-35 -0.013514999999999998 0.089770000000000016 -0.095504999999999993 0.10648500000000001 0.075045000000000014 -0.097454999999999986 -0.23091999999999999 -0.038659999999999993 -0.087794999999999998 0.40674500000000008 0.11648500000000002 0.15273500000000004 0.049530000000000012 -0.39518999999999993 0.095780000000000018 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 11 10 -5 14 -6 13 12 -1 -4 18 28 19 20 21 -13 -3 -7 -14 27 -22 -23 -18 -24 -16 -9
right_child=1 2 6 7 9 8 -8 29 -10 -11 -12 16 22 -15 15 -17 26 -19 -20 -21 24 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013224651545205236 0.0010891360575784963 0.00078604408144171726 0.00041728479897710309 0.00106116788362672 0.00098498951318159544 0.001082687869778927 0.0007367529991716068 0.00073583951289075879 0.00074531869099383205 0.00059890412131315986 0.0002586410607684236 0.0010842216837834689 0.00094070969541792178 0.00074486007643680954 0.0010677442807700366 0.00069474449415725696 0.0011130988490591744 0.00085690383944669955 0.0011857562986603415 0.00081369051399718829 0.00058836998481338811 0.00072706783004279 0.0013488918502561299 0.00090884995279890107 0.00032533741117838548 0.0010341016456996109 0.00093149486308296528 0.0011437436198860024 0.00094508477976402918 0.00044855821795542448
leaf_weight=74 76 30 131 28 81 270 37 47 39 26 84 30 31 25 190 36 347 23 105 47 158 21 29 22 20 32 40 890 132 20
leaf_count=74 76 30 131 28 81 270 37 47 39 26 84 30 31 25 190 36 347 23 105 47 158 21 29 22 20 32 40 890 132 20
internal_value=0 0.000641333 0.000585994 0.00107757 0.000704482 0.00109004 0.000441413 0.000771245 0.00102653 0.000891174 0.000395882 0.00112473 0.00115112 0.000469781 0.00104049 0.00098501 0.00106525 0.000618006 0.00108689 0.000919092 0.000591589 0.00105475 0.00113807 0.00114457 0.000558816 0.000912447 0.00109433 0.00115022 0.00101746 0.000650084
internal_weight=0 691 615 2430 338 2335 277 95 825 107 240 1510 1046 156 786 358 464 231 428 77 208 323 972 941 178 53 387 919 322 67
internal_count=3121 691 615 2430 338 2335 277 95 825 107 240 1510 1046 156 786 358 464 231 428 77 208 323 972 941 178 53 387 919 322 67
is_linear=0
shrinkage=0.00196078


Tree=3907
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 47 4 1 0 49 1 2 1 12 51 160 1 13 160 16 43 1 4 43 40
split_gain=32.6698 5.51345 3.37865 2.82496 1.98554 1.74167 1.12998 1.03532 0.919733 0.782372 0.707425 0.624731 0.784972 0.591232 0.891548 0.46425 0.435607 0.393142 0.363286 0.359024 0.426555 0.355462 0.35203 0.547603 0.51459 0.318379 0.309746 0.308242 0.300118 0.279237
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.14285500000000004 0.077845000000000011 0.062655000000000016 0.13082500000000002 -0.013514999999999998 0.089770000000000016 -0.10151999999999999 0.0065400000000000015 0.15964000000000003 0.14753000000000002 0.075045000000000014 0.095780000000000018 0.081440000000000026 -0.037174999999999993 0.091195000000000012 -0.0044799999999999987 -1.0000000180025095e-35 -0.016164999999999995 -0.0040649999999999983 0.085760000000000017 -0.036839999999999991 -0.080324999999999994 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 16 9 -6 11 -5 13 15 17 18 14 19 -4 22 25 -13 20 -1 -15 29 -24 -25 -7 -22 -2 -10 -3
right_child=1 2 10 8 6 7 -8 -9 28 -11 -12 12 -14 21 -16 -17 -18 -19 -20 -21 26 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00084587469550908786 0.0012750824005633538 0.00069113791174854611 0.00041883104584762598 0.0011498589454745714 0.0010656945966269077 0.0012056033729630359 0.00066678814078662907 0.0008120721929026286 0.0008123036554028056 0.0014516274504255146 0.00074160871247025526 0.0011645275535075411 0.00080433740221726874 0.0012520371350447958 0.0014162512116842141 0.00015119055119931587 0.00039331616253251197 0.0012941615213226982 0.0010306159473747563 0.00081996110878383905 0.0013569291342388501 0.0011619725934740553 0.00093864693211334442 0.00074871892955148559 0.00040746218360522215 0.0010795735385612871 0.0010348264441454138 0.00099583334949504099 0.00052552330111354302 0.00052622406247708356
leaf_weight=20 55 77 127 28 86 196 40 39 47 62 22 190 36 1130 26 31 24 105 132 28 22 198 39 65 23 127 24 21 20 81
leaf_count=20 55 77 127 28 86 196 40 39 47 62 22 190 36 1130 26 31 24 105 132 28 22 198 39 65 23 127 24 21 20 81
internal_value=0 0.000699688 0.000638117 0.00118287 0.000731605 0.00119635 0.000939058 0.0011239 0.000851419 0.00123593 0.000412188 0.00113937 0.00107893 0.0012267 0.00109489 0.000366319 0.000647013 0.00118993 0.00110963 0.00100601 0.00108494 0.00123861 0.000668377 0.000745241 0.000659527 0.00115605 0.00118888 0.00119792 0.000726698 0.000606593
internal_weight=0 691 615 2430 435 2335 126 825 95 1510 180 786 358 1448 120 158 309 428 322 94 66 1328 285 127 88 323 46 76 67 158
internal_count=3121 691 615 2430 435 2335 126 825 95 1510 180 786 358 1448 120 158 309 428 322 94 66 1328 285 127 88 323 46 76 67 158
is_linear=0
shrinkage=0.00196078


Tree=3908
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 1 14 2 2 2 4 13 11 1 4 1 47 39 1 1 1 16 52 15 4 13 14
split_gain=55.4933 8.76975 5.49733 4.36025 3.38093 2.57237 2.40325 1.90794 1.90606 1.48047 1.39203 1.04944 0.780319 0.777986 0.761191 0.662441 0.857555 1.26269 0.644228 0.589483 0.549993 0.528072 0.433594 0.419102 0.418086 0.605538 0.388731 0.376939 0.366284 0.351779
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.13754500000000003 0.17025000000000004 0.094835000000000017 -0.17966999999999997 -0.016469999999999995 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.12337000000000002 0.090100000000000013 0.095830000000000012 0.086920000000000011 0.15799000000000005 0.11453000000000001 0.19444000000000003 -0.14765999999999999 -0.086849999999999997 -0.036839999999999991 0.049530000000000012 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 8 13 6 9 23 12 21 15 14 -1 -3 -4 16 24 -18 19 29 -16 -5 -13 -6 25 -8 -14 -2 -23 -15
right_child=1 2 11 5 7 -7 10 -9 -10 -11 -12 22 26 18 20 -17 17 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015695253805697053 0.0015076087000323276 0.0010798912005973798 0.0003766479133812107 0.0015005563644002709 0.0014390493253602927 0.00081716672563714675 0.0016675118043556914 0.00071809323756166278 0.00084432383623947037 0.0017898333554758747 0.00098571387224716668 0.00031627616924454659 0.0013652633364294089 0.00088572223104682623 0.00089194109948242419 0.0015428920375885266 0.0014436978794613474 0.00088141436764869443 0.00052507819238544601 0.0009807120278185488 0.00046150608546510129 0.0014347496863729213 -5.6442264797919044e-05 0.0011510136474041917 0.0012871717738235943 0.0013854483289284635 0.0010146375625364242 0.0012086640921683094 0.0012346437140033136 0.00065313017042810276
leaf_weight=26 50 20 77 927 31 26 31 36 69 60 37 28 20 30 25 81 28 34 76 32 21 358 21 52 159 522 31 24 39 150
leaf_count=26 50 20 77 927 31 26 31 36 69 60 37 28 20 30 25 81 28 34 76 32 21 358 21 52 159 522 31 24 39 150
internal_value=0 0.000773838 0.000695167 0.00140958 0.000814385 0.00143042 0.00143743 0.00109508 0.00108099 0.00148858 0.00135807 0.000399201 0.00129307 0.000705934 0.00049587 0.00137418 0.00135652 0.00113535 0.000679965 0.00073549 0.000695438 0.00147493 0.00015654 0.00125859 0.00137578 0.00140126 0.00115214 0.00141065 0.00141509 0.000691896
internal_weight=0 673 599 2448 427 2302 2276 119 146 1384 892 172 77 308 123 855 774 62 288 212 46 1324 49 83 712 553 51 74 397 180
internal_count=3121 673 599 2448 427 2302 2276 119 146 1384 892 172 77 308 123 855 774 62 288 212 46 1324 49 83 712 553 51 74 397 180
is_linear=0
shrinkage=0.00196078


Tree=3909
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 2 9 393 15 160 457 3 475 475 475 16 10 156 51 16 1 159 158 12 481 49 52 12 2 4
split_gain=2.45269 0.553862 0.359527 0.268918 0.236027 0.203228 0.26145 0.178473 0.173546 0.269035 0.211158 0.157939 0.141914 0.240474 0.154903 0.163352 0.130403 0.122282 0.163482 0.159339 0.119953 0.118074 0.161599 0.179836 0.148314 0.134619 0.123871 0.127621 0.231083 0.298674
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.091265000000000013 0.11682500000000001 -1.0000000180025095e-35 0.086855000000000016 -0.41942499999999994 -0.077849999999999989 0.060310000000000009 -0.096099999999999977 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 -0.010264999999999998 -0.0026549999999999994 0.10272000000000002 0.10027500000000002 -0.087874999999999981 0.15964000000000003 0.11389500000000001 0.07968500000000002 0.083535000000000012 -0.08452999999999998 0.11560500000000001 -0.52606999999999993 0.082850000000000021 0.079055000000000014 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 12 6 16 -6 9 -8 11 -10 13 -1 15 -14 -3 18 19 -7 -4 22 25 -24 -25 26 -16 28 29 -28
right_child=1 2 20 -5 7 17 8 -9 10 -11 -12 -13 14 -15 21 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.018939194921404126 0.017653377511435083 0.0092417176770554343 0.0055903364562077404 0.0059254906484222207 0.0159372205225542 0.0073821425135475668 0.016351172644644977 0.0070062082622746897 0.024065715743398126 0.00079058876261115072 0.0083837465573610229 0.014972695174741417 0.030351277627050879 0.0052980323593753084 0.025307614178884597 0.01913409252286058 -0.00049677873495966194 0.014682512196789808 0.01184394241855392 -0.00020421750868033421 -0.0028801420187976744 0.012397132352925838 0.028172022850927094 0.012179272310079439 0.021254151039588526 0.0099714771318046951 0.0012901660695206374 0.017978467886068598 0.017522983525920174 0.016371243652598611
leaf_weight=28 90 44 82 22 824 102 20 23 22 25 44 145 20 24 21 37 20 24 53 38 21 40 29 23 83 23 24 1026 115 29
leaf_count=28 90 44 82 22 824 102 20 23 22 25 44 145 20 24 21 37 20 24 53 38 21 40 29 23 83 23 24 1026 115 29
internal_value=0 0.0103081 0.00927517 0.0169305 0.0170327 0.0103132 0.0119152 0.0156947 0.0133444 0.0077064 0.0145468 0.0161706 0.0177773 0.0126433 0.017959 0.0230699 0.00619844 0.00795082 0.00711372 0.00532299 0.00386335 0.0177528 0.0179088 0.0211941 0.0192851 0.0175506 0.017694 0.0175601 0.0150052 0.00954208
internal_weight=0 730 640 2391 2369 537 320 847 256 45 211 167 1522 52 1470 57 64 217 193 140 103 1413 1373 135 106 1238 1215 1194 168 53
internal_count=3121 730 640 2391 2369 537 320 847 256 45 211 167 1522 52 1470 57 64 217 193 140 103 1413 1373 135 106 1238 1215 1194 168 53
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 4 2 1 0 49 4 150 1 47 4 12 1 2 1 0 15 4 4 50 13
split_gain=91.1795 14.4043 8.91695 7.90023 4.8502 4.52933 3.02811 2.40787 2.30538 2.19949 2.16246 1.93668 1.57975 1.37197 1.80825 1.23886 1.14293 0.973171 0.831185 0.809015 0.781727 0.953747 0.666708 0.622711 0.636435 0.619164 0.60423 0.574257 0.539417 0.438453
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.40945500000000007 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.16175000000000003 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083345000000000016 0.090100000000000013 0.053180000000000012 0.088245000000000004 0.089770000000000016 0.089885000000000007 0.076935000000000017 -0.030209999999999997 -0.037864999999999989 -0.49013999999999996 -0.036839999999999991 0.086295000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 13 11 16 -5 -6 25 29 14 17 20 19 -1 -3 23 21 26 -19 24 -7 -4 -15 -2 -13 -9
right_child=1 2 7 9 10 8 -8 12 -10 -11 -12 28 -14 15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017320539967829503 0.001882248831730263 0.00085478280180947223 0.0012443514764963815 0.0016148836808461769 0.0016084954903883618 0.0017238301140762799 0.0022107676817229166 0.0004572863866065777 0.0011688676568764583 0.00099605953235641816 0.00098061838035100432 0.00033540921898803962 -2.0146611566637077e-05 0.0021419573379813771 0.0020229403879128251 0.0016204538847127336 0.001285874093913175 0.00151150712408059 0.0011917820420565522 0.0015440866519886548 0.0017959949324240891 0.0015352569633819027 0.0011105241444619265 0.0018837875934352426 0.0014061707575448086 0.00085435152196700254 0.0018851151244338124 0.0015132642357177984 0.00075702679635701218 0.00072523910053123061
leaf_weight=47 50 191 29 34 71 181 76 108 41 63 30 28 25 37 35 104 30 44 33 116 747 29 25 81 28 34 730 24 20 30
leaf_count=47 50 191 29 34 71 181 76 108 41 63 30 28 25 37 35 104 30 44 33 116 747 29 25 81 28 34 730 24 20 30
internal_value=0 0.000946436 0.00084561 0.00176135 0.00106527 0.00178398 0.0018274 0.00058506 0.00161339 0.00121297 0.001422 0.000807803 0.000433377 0.00181119 0.00163231 0.00182759 0.00165519 0.00151445 0.00090443 0.00168248 0.00184155 0.00188431 0.00136622 0.00173784 0.00168127 0.00103388 0.00189751 0.00176258 0.000511083 0.000515537
internal_weight=0 673 599 2448 325 2351 1874 274 477 97 101 111 163 1798 151 1647 436 116 224 406 1543 796 69 290 209 63 767 74 48 138
internal_count=3121 673 599 2448 325 2351 1874 274 477 97 101 111 163 1798 151 1647 436 116 224 406 1543 796 69 290 209 63 767 74 48 138
is_linear=0
shrinkage=0.00196078


Tree=3911
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 2 43 43 52 13 123 12 403 15 15 2 4 15 123 15 376 159 483 1 41 3 42 52 13
split_gain=2.40119 0.534661 0.3344 0.247301 0.22238 0.19745 0.228916 0.152943 0.178688 0.196144 0.164192 0.152174 0.194039 0.191705 0.152824 0.332045 0.13085 0.129604 0.191138 0.125735 0.122514 0.117544 0.114906 0.151782 0.113983 0.109968 0.167593 0.186813 0.135946 0.19529
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092120000000000021 -0.049894999999999995 0.14753000000000002 -0.073404999999999984 -0.23229999999999998 0.12418000000000001 -0.0079349999999999993 0.10695000000000002 -0.064509999999999984 -1.0000000180025095e-35 0.013270000000000002 -0.018314999999999994 0.15109000000000003 0.41257000000000005 -0.46471999999999997 0.084025000000000016 -0.089964999999999976 0.081970000000000015 0.082585000000000006 -0.059844999999999995 0.15471500000000002 0.085095000000000018 -0.14186499999999996 0.075730000000000006 0.092965000000000006 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 7 8 -7 10 21 12 -9 -14 15 17 19 -15 -19 22 -8 -10 25 -24 -4 26 27 -6 29 -28
right_child=1 2 24 -5 16 6 20 11 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.017318221193622089 0.017195949374387662 0.018706975109875203 0.0058241311386650939 0.0059781925305618317 0.016288017522957592 0.015814831459687817 0.0070832692618880951 0.021566396137780469 0.00466372257286454 0.01448840541676779 -0.00024979172425495616 0.0044876036622251069 0.002828634072682776 0.017154132582689243 0.020942757123460373 -0.00017910481517901644 0.0074776779505468551 0.018877060474319893 0.0079037368779577184 0.010088577195320553 -0.002271392799559094 0.011735336784622633 0.01172714694403112 0.020721119352615357 -0.0016034124914936169 0.0081396162332523433 0.016375021845158332 0.028156087485452494 0.016696357023657151 0.011225344702657876
leaf_weight=1574 90 25 88 22 36 27 42 23 57 29 37 24 21 59 21 20 21 22 57 41 21 40 24 86 27 21 133 21 247 165
leaf_count=1574 90 25 88 22 36 27 42 23 57 29 37 24 21 59 21 20 21 22 57 41 21 40 24 86 27 21 133 21 247 165
internal_value=0 0.00997912 0.00896425 0.0165316 0.0166297 0.0100341 0.00960043 0.0104129 0.00827983 0.0070317 0.00541794 0.0120536 0.0128679 0.0118676 0.012928 0.0118628 0.0152664 0.013608 0.0109596 0.0154777 0.00396505 0.00757985 0.0157791 0.0187588 0.00408027 0.015253 0.0155012 0.0206605 0.0149616 0.0135237
internal_weight=0 730 640 2391 2369 525 500 437 190 163 134 247 223 200 179 158 795 138 79 774 63 97 733 110 115 623 602 57 545 298
internal_count=3121 730 640 2391 2369 525 500 437 190 163 134 247 223 200 179 158 795 138 79 774 63 97 733 110 115 623 602 57 545 298
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 2 12 1 4 4 0 2 159 0 14 4 15 2 1 0 52 2 15 42 4 16 147 12 1429 3
split_gain=37.0265 4.70688 4.08001 3.37009 2.38994 1.64002 1.3845 1.31689 1.21656 1.08484 0.910384 0.861167 0.744318 0.712722 0.586953 0.581601 1.13982 0.654611 0.534197 0.523141 0.498387 0.539075 0.469292 0.438456 0.459614 0.410561 0.367874 0.359928 0.355084 0.323764
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.14285500000000004 0.090285000000000018 0.13075500000000004 -0.17966999999999997 0.033845000000000007 -0.067094999999999988 0.092235000000000025 0.084250000000000005 -0.23194499999999998 0.076175000000000007 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.16175000000000003 -0.13027499999999997 1.0000000180025095e-35 0.10402500000000002 0.13592500000000005 -1.0000000180025095e-35 -0.050494999999999991 -0.0094449999999999968 0.088610000000000008 -0.086254999999999984 -0.015219999999999999 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 13 12 14 26 -6 22 11 27 23 -1 19 17 -17 -15 -9 -4 21 -13 29 -5 -25 -26 -3 -10 -2 -8
right_child=1 7 6 5 8 -7 9 18 10 -11 -12 20 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015079801892214282 0.0013303789783289087 0.00065331675264859149 0.00099646963433415968 0.0010979070209043255 0.0012402595903849315 0.00034177395001800488 0.0013362630392327532 0.00039303528497616524 0.00084429629585322215 0.0010326039391090197 0.00052525644089342657 0.00090885750440587211 0.00052585239586193529 0.001381209204914038 0.0014921110212320157 0.0011591383338674243 0.00068352382175686168 0.00096488654211747881 7.9263517085243672e-05 0.0012728318231783684 0.0010439171890417734 0.00057156642108094271 0.00092870796072310304 0.00097219806632849865 0.00080326676166179761 0.00047999662835427253 0.00037051215002628044 0.0011626859628279026 0.0010487150985467417 0.0011998834450121353
leaf_weight=22 22 112 27 21 31 45 74 126 20 171 33 29 38 53 46 76 26 20 25 1068 20 49 23 34 44 23 21 43 79 700
leaf_count=22 22 112 27 21 31 45 74 126 20 171 33 29 38 53 46 76 26 20 25 1068 20 49 23 34 44 23 21 43 79 700
internal_value=0 0.000648186 0.00119364 0.000816907 0.00101765 0.000672472 0.00122886 0.000466395 0.000879577 0.00117432 0.000821943 0.000882754 0.00076548 0.00117535 0.00127513 0.00113353 0.0010379 0.00126715 0.000341086 0.00126602 0.000767775 0.00069697 0.00120472 0.000840118 0.000786519 0.000692293 0.000608663 0.00106161 0.00111007 0.00121292
internal_weight=0 590 2531 306 422 205 2109 284 225 968 194 161 160 197 1141 175 102 73 151 1095 98 78 797 122 101 67 133 63 101 774
internal_count=3121 590 2531 306 422 205 2109 284 225 968 194 161 160 197 1141 175 102 73 151 1095 98 78 797 122 101 67 133 63 101 774
is_linear=0
shrinkage=0.00196078


Tree=3913
num_leaves=31
num_cat=0
split_feature=1 4 1 12 3 2 155 2 3 15 150 0 0 151 42 149 149 1 0 150 0 1444 483 1429 484 1429 1374 51 1456 49
split_gain=2.18775 0.351773 0.289342 0.317373 0.235616 0.22985 0.197423 0.191354 0.192582 0.19068 0.163475 0.211844 0.207707 0.161232 0.170833 0.159943 0.132077 0.131149 0.116858 0.111969 0.116438 0.200408 0.120204 0.140403 0.292964 0.157943 0.178459 0.143992 0.137963 0.117346
threshold=0.10920500000000001 0.26450500000000005 0.089625000000000024 0.085885000000000017 -0.073309999999999986 0.25063000000000007 0.10158500000000002 0.097070000000000004 -0.11171999999999999 0.035560000000000008 0.084680000000000019 -0.026509999999999995 -0.13843999999999998 0.086470000000000005 0.086665000000000006 0.075040000000000009 0.07770500000000001 0.11910500000000002 -0.095504999999999993 0.10980500000000001 -0.14920999999999998 -0.083894999999999983 -0.096724999999999992 0.084770000000000012 0.073690000000000019 0.083985000000000018 0.084595000000000017 0.11704500000000002 -0.16480999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 -4 16 10 15 -9 13 11 12 -2 14 -6 19 17 -3 -5 20 29 -22 -23 25 -25 26 27 28 -24 -1
right_child=1 5 3 18 9 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.01360004804393446 0.0055705125663532981 0.0099424580994771049 0.0015880037657916549 0.010424455178038377 0.012953492294764148 -0.003333407956718778 0.020148800115566703 0.0074161068916222764 0.014855361549909844 0.020448553853708765 0.0065363318825984607 0.0036915999801399621 0.015285590804522435 0.0025446369867062287 0.0035479916005649349 0.024851257833854661 0.014309112196364862 0.0047053105124215946 0.016098966365119895 0.01108950461242976 0.0064162916690111167 0.021362359055831115 0.0087483139043407782 0.018036842092406007 0.0056022158164220556 0.025174670685841456 0.0070596515457145882 0.010173837847405059 0.01692970743333554 0.021944941075061151
leaf_weight=22 27 67 25 41 158 24 22 38 413 23 80 26 119 21 22 23 22 167 316 38 20 49 21 40 36 21 20 34 1114 72
leaf_count=22 27 67 25 41 158 24 22 38 413 23 80 26 119 21 22 23 22 167 316 38 20 49 21 40 36 21 20 34 1114 72
internal_value=0 0.00851675 0.0154459 0.013536 0.0107958 0.00602404 0.0110641 0.0160361 0.0142286 0.0118235 0.0102709 0.012008 0.013489 0.0108365 0.0118039 0.0165759 0.0069013 0.00620484 0.0154473 0.0164479 0.0165884 0.0163523 0.0165012 0.016316 0.0121468 0.0165778 0.016426 0.0165862 0.0167783 0.0199919
internal_weight=0 554 2567 606 249 280 274 1961 451 224 252 172 146 201 180 1510 256 234 357 1487 1449 1355 1335 1286 76 1210 1189 1169 1135 94
internal_count=3121 554 2567 606 249 280 274 1961 451 224 252 172 146 201 180 1510 256 234 357 1487 1449 1355 1335 1286 76 1210 1189 1169 1135 94
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 4 1 14 4 14 0 4 1 0 4 12 12 16 157 10 43 0 1 51 4 43 16
split_gain=31.6041 5.2245 3.30076 2.9504 1.83571 1.65724 1.54082 1.20658 1.20526 1.0624 0.989201 0.849586 0.694308 1.25947 0.905702 0.866601 0.507737 0.547543 0.814086 0.49192 0.422399 0.4094 0.355963 0.354196 0.331006 0.349099 0.32107 0.312991 0.311264 0.310261
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 1.0000000180025095e-35 -0.022174999999999997 0.17025000000000004 0.27834500000000006 0.09253500000000002 0.062655000000000016 -0.111605 -1.0000000180025095e-35 -0.13027499999999997 0.0061450000000000003 0.083345000000000016 -0.079119999999999982 -0.49013999999999996 0.08401500000000002 0.11586 -0.059624999999999991 -0.0048549999999999991 -0.38124499999999995 -0.018859999999999998 -0.062294999999999996 0.11588000000000001 0.11548000000000001 -0.15289999999999995 -0.086304999999999979 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 6 24 11 10 -5 12 -4 -1 15 16 -14 26 21 -19 29 -16 -18 -9 -23 25 -3 -15 -20 -7 -13
right_child=1 2 7 9 -6 28 -8 22 -10 -11 -12 19 13 14 20 -17 17 18 27 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014401249562347959 0.0011303843413282598 0.0012383545882484737 0.00085626970080130869 0.0010596283003534788 0.00075490530306363804 0.00043643161082287235 0.00058088328077585669 0.00028588667043593236 0.00068562914573366688 0.00062708241577050336 0.0013555945648553492 0.00034364229917122649 0.0011496644913500948 0.0011924413829741789 0.0011100427680411226 0.00076107399959128704 0.0013587307175637992 0.0008027951969625123 0.00092184321279180988 0.00073440094468862958 0.00095594288068914823 0.00091190361582181025 -4.3779612044055088e-05 0.0012234516277082473 0.00083659864635138065 0.00093628795927061753 0.0010402634885965608 0.0011228486763655704 0.00064340806298280576 0.00050727485092250839
leaf_weight=29 76 38 22 34 48 33 40 34 22 61 84 99 36 1107 151 57 55 36 32 21 125 20 20 47 21 24 56 430 182 81
leaf_count=29 76 38 22 34 48 33 40 34 22 61 84 99 36 1107 151 57 55 36 32 21 125 20 20 47 21 24 56 430 182 81
internal_value=0 0.000645382 0.000585446 0.00112061 0.0011344 0.000715488 0.00089701 0.000426768 0.00114236 0.000781888 0.0011468 0.000490449 0.00113875 0.00113469 0.00114477 0.000911496 0.00116095 0.00111564 0.0010868 0.000450409 0.00104025 0.00123336 0.000163788 0.00113045 0.00104936 0.00112143 0.00118511 0.00110893 0.00061164 0.000417277
internal_weight=0 691 615 2430 2335 338 123 277 2287 95 2265 223 2181 2152 2059 93 1783 620 498 201 276 122 54 67 83 62 1163 462 215 180
internal_count=3121 691 615 2430 2335 338 123 277 2287 95 2265 223 2181 2152 2059 93 1783 620 498 201 276 122 54 67 83 62 1163 462 215 180
is_linear=0
shrinkage=0.00196078


Tree=3915
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 14 2 2 0 49 150 4 3 1 0 4 3 4 43 40 1 47 1 4 13 1
split_gain=81.1873 13.1795 7.67983 6.88092 4.80951 3.81727 2.32101 2.23489 2.07876 2.02417 1.85066 1.80637 1.36371 1.90467 1.23415 1.19609 1.15477 1.13285 0.968953 0.797068 0.785773 0.72493 0.66725 0.634155 0.603294 0.586882 0.551078 0.516001 0.471128 0.439669
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.17025000000000004 0.40945500000000007 0.077845000000000011 0.062655000000000016 0.14122000000000004 0.11474000000000002 -0.10607499999999999 0.082865000000000008 1.0000000180025095e-35 0.0061450000000000003 0.30112000000000005 0.083345000000000016 -0.080689999999999984 -0.55119499999999988 -0.12711499999999995 0.053180000000000012 -0.080324999999999994 -1.0000000180025095e-35 0.15799000000000005 0.10648500000000001 0.076935000000000017 -0.036839999999999991 -1.0000000180025095e-35 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 25 9 7 16 -5 12 14 29 13 17 21 18 23 -1 -14 -20 -21 26 -10 -4 -8 -3 -7 -2 -9 -6
right_child=1 2 6 8 11 10 24 28 22 -11 -12 -13 15 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017139436363684658 0.0018701967678818048 0.00087816670565756373 0.00083647217618394222 0.0016706578892653062 0.0017030380453761673 0.001661353745003312 0.00042934339715968052 0.00048646404845127276 0.001160392615975452 0.0021062617969648265 0.0011980765426575083 0.00095863394390523823 0.0018446366953167187 0.0019933745306746969 0.0012500341341289039 0.0015978924917478823 0.00056231629216309752 0.0013037042956950977 0.0021151233398391195 0.0014418431831633343 0.0017464486397723254 0.0015311597240049747 0.00073539594827475507 0.0012243822186410673 4.210615622785801e-06 0.0012026622063583798 0.0018518645807837379 0.0015039365109052755 0.00075699177504789949 0.001403636090010316
leaf_weight=43 50 200 26 28 44 209 33 99 49 76 41 24 1022 35 30 110 22 65 21 35 467 116 20 43 21 24 81 21 33 33
leaf_count=43 50 200 26 28 44 209 33 99 49 76 41 24 1022 35 30 110 22 65 21 35 467 116 20 43 21 24 81 21 33 33
internal_value=0 0.000962876 0.000868643 0.00173184 0.0010731 0.00175296 0.000628755 0.000717078 0.00122006 0.00179282 0.00159635 0.00142833 0.00177957 0.00159586 0.00163381 0.00179544 0.000953491 0.00146704 0.00180951 0.00174087 0.00172521 0.00166216 0.00103721 0.00107821 0.000264014 0.000912934 0.00171457 0.00176187 0.000554096 0.00157472
internal_weight=0 673 602 2448 325 2351 277 223 97 1874 477 101 1798 143 436 1655 91 108 1545 523 502 406 69 69 54 224 290 71 132 77
internal_count=3121 673 602 2448 325 2351 277 223 97 1874 477 101 1798 143 436 1655 91 108 1545 523 502 406 69 69 54 224 290 71 132 77
is_linear=0
shrinkage=0.00196078


Tree=3916
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 159 16 2 4 0 49 4 1 1 0 4 0 160 47 132 2 2 4 1 4
split_gain=73.9218 11.7126 7.45396 5.69223 4.04265 3.65771 2.36826 2.06777 1.9149 1.83622 1.73695 1.33897 1.29394 1.55742 1.12609 1.37999 0.95609 0.810472 0.770191 0.737417 0.689837 0.64834 0.613335 0.609088 0.595811 0.641411 0.486008 0.450594 0.43887 0.418054
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.11474000000000002 -1.0000000180025095e-35 -0.52595999999999987 0.14753000000000002 0.42051500000000003 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.075045000000000014 0.083345000000000016 -0.079119999999999982 -0.15464999999999998 -0.030209999999999997 -0.081069999999999989 0.090100000000000013 0.08764000000000001 0.31358000000000003 0.089775000000000008 -0.036839999999999991 0.11829500000000003 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 23 6 14 -5 11 28 -4 -7 13 -12 15 18 19 21 -1 -16 -19 29 -21 -3 25 -14 -20 -2 -6 -13
right_child=1 2 10 7 9 8 -8 -9 -10 -11 12 17 24 -15 16 -17 -18 20 26 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014251743395483237 0.0015561674716425876 0.00063656093267852511 0.00086723514755297207 0.0013721800769111001 0.0013904971803645461 0.00087292849753194612 0.0018659627784033115 0.00077217167299594466 0.00081496458910798955 0.00066912909417880817 0.00068090666455633813 0.0014389446171653849 0.00018030444050536434 0.00028248066816931224 0.0015483239783433476 0.0016903267677338496 0.0013014195293053242 0.0016195728793166474 0.0011998363386209402 0.0012126206844116107 0.0013034095273148538 0.0011299326024757628 0.0014740589143499108 0.00092129151421709737 0.00043816708591805787 -0.00023517258700974029 0.00082986122435506652 0.0012293180609061047 0.0010521243892463983 0.0013083094132199449
leaf_weight=42 50 192 26 34 56 21 70 63 26 23 63 167 50 94 1126 31 78 83 43 39 39 51 299 34 21 20 20 24 20 216
leaf_count=42 50 192 26 34 56 21 70 63 26 23 63 167 50 94 1126 31 78 83 43 39 39 51 299 34 21 20 20 24 20 216
internal_value=0 0.000714216 0.000623298 0.00144797 0.000824135 0.00146717 0.0015126 0.000982484 0.00133549 0.00115455 0.000385079 0.00135895 0.000334531 0.000442359 0.00149786 0.00132682 0.00151294 0.00137731 0.0012195 0.00152421 0.0015185 0.00133762 0.00144389 0.000679397 0.000148498 6.15967e-05 0.00108238 0.00145016 0.00130145 0.00136527
internal_weight=0 673 599 2448 325 2351 1748 97 603 99 274 577 248 157 1678 136 1542 556 105 1464 122 434 338 226 91 70 63 74 76 383
internal_count=3121 673 599 2448 325 2351 1748 97 603 99 274 577 248 157 1678 136 1542 556 105 1464 122 434 338 226 91 70 63 74 76 383
is_linear=0
shrinkage=0.00196078


Tree=3917
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 3 2 133 393 1455 42 42 42 42 1447 16 16 0 0 483 1446 43 3 403 400 3 1 3 132 12
split_gain=2.74169 0.583259 0.357756 0.25348 0.223336 0.186903 0.230944 0.170224 0.148128 0.141812 0.131328 0.241988 0.216302 0.211159 0.204597 0.161996 0.263253 0.152369 0.137567 0.140853 0.150525 0.14003 0.12495 0.189398 0.222818 0.189833 0.24329 0.228802 0.144341 0.193935
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.091265000000000013 -0.028564999999999997 0.11411 0.091250000000000012 0.086855000000000016 -0.23681499999999997 0.086555000000000007 0.085730000000000015 0.085345000000000018 0.086135000000000003 -0.085594999999999991 0.083160000000000026 0.013515000000000001 -0.081584999999999977 -0.092404999999999973 0.041590000000000009 0.086940000000000003 -0.076484999999999984 -0.076514999999999986 0.10692500000000002 -1.0000000180025095e-35 -0.082039999999999988 0.082005000000000008 -0.080734999999999987 0.08518000000000002 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 6 -3 -7 22 -1 11 12 15 -13 -12 16 -11 -17 21 20 -20 -16 23 24 -6 26 28 -27 29 -26
right_child=1 2 -4 -5 8 7 -8 -9 -10 10 14 13 -14 -15 18 17 -18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.026303608464077116 0.017650956954393122 0.015520294782860825 0.0049581886036867218 0.0064305160977793019 0.0073013687769517962 0.0095277766045719081 0.0083249736288693588 0.00056062498251381132 0.0079971883931885587 0.018277339419907637 0.0091443878092936116 0.03202113347748916 0.0087587677563230205 0.019238454535869615 0.02706682813855318 0.016991845297833118 0.0069395499215239576 0.026689185999160592 0.016409385891810454 0.010778784474823624 0.023580677935387942 0.017317836000310147 0.014908151915603416 0.026187335347513791 0.024489746489562095 0.028748630359768868 0.021988240137696267 0.018363412070814805 0.0073735123189787076 0.013967309023356002
leaf_weight=20 90 120 160 22 23 266 71 23 23 826 35 24 24 28 26 26 21 43 343 40 32 34 414 23 20 27 50 99 27 141
leaf_count=20 90 120 160 22 23 266 71 23 23 826 35 24 24 28 26 26 21 43 343 40 32 34 414 23 20 27 50 99 27 141
internal_value=0 0.0101133 0.00905328 0.017115 0.0172142 0.0104183 0.0128456 0.00881413 0.0159127 0.0179385 0.0178272 0.0184976 0.0181303 0.0251382 0.016523 0.0183758 0.0179962 0.0230351 0.0170667 0.0164196 0.0170213 0.0215424 0.0161336 0.017371 0.016847 0.0174502 0.0157886 0.0205888 0.0141397 0.0152744
internal_weight=0 730 640 2391 2369 480 191 289 847 1522 1502 992 940 52 510 916 847 69 475 415 375 60 824 410 387 364 238 126 188 161
internal_count=3121 730 640 2391 2369 480 191 289 847 1522 1502 992 940 52 510 916 847 69 475 415 375 60 824 410 387 364 238 126 188 161
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 1 14 2 49 52 40 1 2 1 2 1 4 16 43 3 1 0 12 52 47
split_gain=43.5366 7.56912 3.8818 3.16602 2.9796 2.18313 1.88373 1.8207 1.64975 1.64534 1.42474 1.33108 1.10842 0.73031 0.665957 0.605922 0.597665 0.548842 0.493504 0.844334 0.485073 0.418113 0.426805 0.413504 0.692022 0.378907 0.355726 0.452309 0.342403 0.276262
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 -0.17966999999999997 0.092845000000000025 0.062655000000000016 0.089885000000000007 -0.054984999999999992 -0.56176499999999996 -0.077714999999999992 0.11654500000000001 0.31358000000000003 0.089770000000000016 0.097845000000000015 0.091195000000000012 0.038415000000000012 -0.10850999999999998 -0.078139999999999973 0.11658 0.12165500000000001 0.062580000000000011 0.087075000000000014 0.024145000000000003 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 15 -8 11 -9 -4 12 20 -2 -14 -3 23 -6 21 -20 -1 26 -23 -11 -25 -5 27 -16 -28 -15
right_child=1 4 10 25 17 -7 7 9 -10 16 -12 -13 14 29 18 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0014117637428825822 0.00092358193215701014 0.00065256536005373338 0.0012518150012330144 0.00086846390843031815 0.00043296606408607782 0.00094166576468197058 0.0012679523833436905 0.0012609134356818311 0.00082984387197277754 0.00058170610101394404 0.00075938523129293685 0.0016115945639535714 0.0015423878327494498 0.0013872775356467886 0.0015055182014545323 0.00034247362840117196 0.00055793860555912542 0.00011160484269618468 0.0008153358760743058 0.001293571037696857 0.0013102569859292285 0.0013117073235198082 0.0011279326392693466 0.0010681802933260093 0.00071354848267484448 0.00059983854326494236 0.0010322656910292576 0.0013276220720500854 0.0013447511081512156 0.0012043698402420221
leaf_weight=1117 24 47 37 52 84 48 30 22 22 30 58 84 43 64 63 50 75 27 22 40 216 107 89 34 56 33 28 430 26 63
leaf_count=1117 24 47 37 52 84 48 30 22 22 30 58 84 43 64 63 50 75 27 22 40 216 107 89 34 56 33 28 430 26 63
internal_value=0 0.000781926 0.0013397 0.00106687 0.000634129 0.00135551 0.000724263 0.000815191 0.0013642 0.000752597 0.000951174 0.00136939 0.00136006 0.00123727 0.00130464 0.000492724 0.000695248 0.000354797 0.00129194 0.00112387 0.00139532 0.00130596 0.00122826 0.000781067 0.000847521 0.000764174 0.00133381 0.00135036 0.00118272 0.00129654
internal_weight=0 691 2430 236 455 2335 344 247 2287 217 95 2265 2181 151 848 97 195 111 805 62 1333 743 196 120 90 85 547 493 54 127
internal_count=3121 691 2430 236 455 2335 344 247 2287 217 95 2265 2181 151 848 97 195 111 805 62 1333 743 196 120 90 85 547 493 54 127
is_linear=0
shrinkage=0.00196078


Tree=3919
num_leaves=31
num_cat=0
split_feature=1 4 155 2 124 42 150 0 2 1 52 4 15 14 4 0 15 16 156 0 156 402 3 160 13 480 0 1446 2 133
split_gain=2.48784 0.535368 0.341147 0.249962 0.240888 0.224626 0.219715 0.253762 0.218271 0.154696 0.151176 0.183784 0.149708 0.128514 0.135017 0.267203 0.237869 0.344148 0.237343 0.161668 0.193887 0.13582 0.199217 0.607405 0.247824 0.12476 0.165763 0.147053 0.129502 0.12413
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 0.25063000000000007 -0.076779999999999987 -0.0060199999999999993 0.092390000000000014 -0.026509999999999995 0.13404500000000005 0.11910500000000002 -0.046924999999999988 -0.0086549999999999978 -0.064294999999999977 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 0.013700000000000002 -0.085939999999999989 -0.080734999999999987 0.08865000000000002 -0.12018999999999998 -0.081399999999999986 -0.091904999999999987 0.086995000000000017 -0.08824499999999999 0.083715000000000026 0.092875000000000013 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 9 5 -1 7 10 13 -3 -2 -12 -13 14 15 16 -6 -18 -16 25 -21 22 23 -22 -24 27 -27 28 29 -17
right_child=1 3 -4 -5 8 -7 -8 -9 -10 -11 11 12 -14 -15 18 19 17 -19 -20 20 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.017053747454132791 0.010687660097168757 0.010233208256020015 0.018788149995758896 -0.0032612197760803008 0.019239050493790554 0.0070548230815098952 0.0054468787319228076 0.0049805188911374318 0.0099091492347093777 0.0055202356730223584 0.02077814505332046 0.015647225478156047 0.0061816102456456676 0.020469852166236653 0.015340677035599194 0.018875414560896114 0.0010236101674804972 0.016578240677714347 0.0049242574391731376 0.023490348585734244 -0.0026544916605495891 0.019246364090897479 0.0082241410345493537 0.01641547321112918 0.016559920273912499 0.018336530202779817 0.0073187070030888372 0.024953359392328331 0.026015001332217999 0.014017618130592088
leaf_weight=39 119 114 63 24 26 53 63 44 49 179 45 55 24 85 247 347 33 25 24 38 23 134 37 61 989 36 22 39 22 62
leaf_count=39 119 114 63 24 26 53 63 44 49 179 45 55 24 85 247 347 33 25 24 38 23 134 37 61 989 36 22 39 22 62
internal_value=0 0.00964136 0.0120139 0.00655028 0.0163111 0.0112935 0.0107946 0.0119685 0.0165119 0.00735395 0.0132338 0.0156772 0.0127716 0.0166556 0.0165059 0.0168046 0.0112911 0.00772819 0.0144182 0.0170605 0.016454 0.016239 0.015876 0.0111939 0.0162593 0.0185331 0.0141574 0.0190731 0.018541 0.018139
internal_weight=0 730 413 317 2391 92 350 287 2299 293 243 124 79 2250 2165 1894 84 58 271 1810 1282 1244 1110 84 1026 528 58 470 431 409
internal_count=3121 730 413 317 2391 92 350 287 2299 293 243 124 79 2250 2165 1894 84 58 271 1810 1282 1244 1110 84 1026 528 58 470 431 409
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 4 2 47 14 2 12 47 2 51 1 4 3 39 49 4 0 15 1 51 151 16
split_gain=70.2627 8.81539 7.62394 4.71839 4.10542 3.48673 2.78813 2.59629 2.34314 1.79387 1.70863 1.60012 1.55523 1.33835 1.19313 1.107 1.04082 1.01522 0.894547 0.840085 0.828725 0.725109 0.678187 0.666772 0.644216 0.709279 0.567861 0.532634 0.48739 0.487139
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.09141500000000001 -0.025214999999999998 -0.16363499999999997 0.033845000000000007 0.11177500000000001 0.077555000000000013 0.076175000000000007 0.11389000000000002 -0.42850999999999995 0.084635000000000016 0.15950500000000004 -0.11559499999999999 0.122715 -0.019614999999999997 -0.065819999999999976 0.096625000000000016 -0.069799999999999987 -0.036839999999999991 -0.11437499999999999 -0.095244999999999982 0.10089500000000001 -0.033649999999999992 -0.082829999999999973 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 7 12 21 -6 20 -9 13 24 17 -7 22 -16 -1 23 -12 -8 -3 26 -2 25 -4 -10 -19 -24 -21
right_child=1 5 6 -5 8 14 9 10 15 -11 19 -13 -14 -15 16 -17 -18 27 -20 29 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018851013140069059 0.0018236007137236252 0.00074717631675325113 0.0017347813904786309 0.00084837289592700317 0.0016670245533499215 0.0006628865554324855 0.0016637556861319087 0.0013533720823427191 0.0013539375314692488 0.0014058275400277444 0.0012410488207002773 0.0019501378021988215 0.0020920292444952713 0.0010144522422742025 0.00040845346566634021 0.0014025394777383874 -0.00014371089272054971 0.0012166152562142587 0.0011899705066964624 0.00088720546279432377 0.0014733769281827765 0.000478084127129126 0.0010781766607351033 0.0014577879525977419 0.0017331931909123394 0.0012188338608864475 0.00094736355309392895 0.0015353277764479356 0.00074494489389502136 0.00057032794563793669
leaf_weight=29 30 99 21 74 31 35 600 39 28 160 20 35 46 20 35 32 21 24 29 66 103 63 27 53 1159 20 25 126 45 26
leaf_count=29 30 99 21 74 31 35 600 39 28 160 20 35 46 20 35 32 21 24 29 66 103 63 27 53 1159 20 25 126 45 26
internal_value=0 0.000879347 0.00163074 0.00123258 0.00139016 0.000716721 0.00167888 0.00081494 0.0011744 0.00159321 0.000999911 0.00156351 0.00173821 0.00149551 0.00037889 0.00107713 0.000201392 0.00154926 0.00148643 0.000876831 0.00163586 0.000642529 0.000993821 0.00159001 0.00172465 0.0014831 0.00116216 0.00148433 0.000869907 0.000797653
internal_weight=0 590 2531 186 422 404 2109 313 188 863 151 234 1246 199 91 157 56 179 112 112 703 162 125 83 1200 41 53 150 72 92
internal_count=3121 590 2531 186 422 404 2109 313 188 863 151 234 1246 199 91 157 56 179 112 112 703 162 125 83 1200 41 53 150 72 92
is_linear=0
shrinkage=0.00196078


Tree=3921
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 1 2 4 49 1 150 2 40 12 4 3 4 1 1 1 0 2 43 1
split_gain=66.0468 10.0149 5.71595 5.3333 3.81279 3.29416 2.51815 1.9754 1.92602 1.91792 1.81342 1.18734 1.29477 1.00284 0.906313 0.864683 0.78338 0.771837 0.639109 0.634861 0.583704 0.82625 0.526976 0.502066 0.493274 0.452274 0.431406 0.428181 0.402767 0.37773
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.13501500000000002 0.089770000000000016 0.090425000000000019 -0.062539999999999984 -0.054984999999999992 0.16175000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.077474999999999988 0.08815000000000002 -0.49013999999999996 0.090900000000000009 0.038415000000000012 0.13265500000000002 0.13075500000000004 0.076935000000000017 -0.010949999999999998 0.088745000000000004 0.07827000000000002 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 18 29 -4 11 16 19 17 -9 -2 -6 22 -13 -3 20 -1 27 25 -15 -5 26 -7 28 -22 -8
right_child=1 4 8 24 15 10 7 13 -10 -11 -12 12 -14 23 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015829328323206575 0.00075445457672079406 0.00037674404461982724 0.0011512572089727913 0.00058458779761993811 0.00014559111278529497 0.0012134160133414351 0.001045113470676036 0.00088562657973611212 0.00057218017916311331 0.0016029891499363355 0.00075394225647685187 0.00090135730142999922 0.00072758571393247964 0.00048387478640620157 0.0011790677857392226 -0.00029627311314750954 0.00084463091034434631 0.0012437954602790412 5.670284046515712e-05 0.0012594179080112516 0.0013530694103210947 0.00097270995634151443 0.001074030957523643 0.00017112542161335317 0.00025198002223357605 0.0013531068146093938 0.00094638987509946333 0.0012418420519613139 0.0016170523558939407 0.00070551712942474025
leaf_weight=37 23 47 34 60 90 168 34 22 63 76 48 28 23 139 121 21 29 263 49 607 656 24 127 23 24 78 27 137 23 20
leaf_count=37 23 47 34 60 90 168 34 22 63 76 48 28 23 139 121 21 29 263 49 607 656 24 127 23 24 78 27 137 23 20
internal_value=0 0.000548041 0.00124161 0.000882204 0.00037683 0.00126086 0.000481461 0.00058959 0.000775156 0.00129788 0.00111538 0.00128499 0.00117545 0.000492817 0.00111125 6.19952e-05 0.00115582 0.00121085 0.00021339 0.00130817 0.00134191 0.00133129 0.00117838 0.000439472 0.000489557 0.00122692 0.00117644 0.00134184 0.00136201 0.000919337
internal_weight=0 673 2448 228 445 2351 334 238 97 1874 477 1798 314 184 144 111 429 291 96 1484 877 840 400 162 84 273 195 816 679 54
internal_count=3121 673 2448 228 445 2351 334 238 97 1874 477 1798 314 184 144 111 429 291 96 1484 877 840 400 162 84 273 195 816 679 54
is_linear=0
shrinkage=0.00196078


Tree=3922
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 47 2 2 1 14 2 4 1 11 50 47 0 11 4 3 4 3 0 14 160 12 4 52
split_gain=66.904 10.9799 6.72944 5.08864 3.70961 3.36328 2.89006 2.38469 1.81707 1.73956 1.61798 1.43377 1.33428 0.996592 0.973293 0.671707 0.65418 0.540629 0.52893 0.528471 0.527737 0.503834 0.524323 0.543741 0.498622 0.468201 0.434809 0.43415 0.427283 0.410401
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.40124500000000002 0.092235000000000025 0.13082500000000002 0.14960000000000004 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.14960000000000004 0.42051500000000003 0.089875000000000024 1.0000000180025095e-35 0.089465000000000017 0.090100000000000013 -0.076234999999999983 0.08776500000000001 -0.0070899999999999991 -0.11171999999999999 -0.0073899999999999999 -0.079594999999999985 -0.092089999999999991 -0.23083499999999998 -1.0000000180025095e-35 0.10124000000000001 -0.036839999999999991 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 17 6 11 12 15 20 -5 14 13 -4 -1 21 18 25 24 -17 -6 -8 -23 -24 -16 -3 -15 -22 -2 -25
right_child=1 2 7 10 9 -7 8 -9 -10 -11 -12 -13 -14 26 16 19 -18 -19 -20 -21 27 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0016519269105120635 0.0016954425853841445 0.0010146250449955124 0.00079358089309087513 0.0014480116237675505 0.0017058721228557473 0.00086845125520930563 0.0012824646857272344 0.0010203747306794923 0.00098295097336240501 0.00081700822949815988 0.00092666646964799338 0.0019318981450769737 0.00027687855482796757 0.00067096698645721469 0.0013209294948646891 0.0018400583309395348 0.001632619545495186 0.0010622156773196509 0.0012132398875466749 0.0015125926730095171 0.0014898590220445926 0.0015578908280405813 0.0015686741749342853 0.0013189709806745481 0.0015792126505057942 0.00075147547909118636 0.00039056840771971817 0.0011425684526854868 0.0013621525325917619 0.0015059601617794412
leaf_weight=1215 50 31 58 37 20 25 42 37 26 23 60 62 79 30 42 40 124 34 31 36 31 329 91 127 91 161 73 25 21 70
leaf_count=1215 50 31 58 37 20 25 42 37 26 23 60 62 79 30 42 40 124 34 31 36 31 329 91 127 91 161 73 25 21 70
internal_value=0 0.000867589 0.000781578 0.00156564 0.000972968 0.0015838 0.00159149 0.000557023 0.00149238 0.00128948 0.00112553 0.00163969 0.00048559 0.000588001 0.00162763 0.0015104 0.00152515 0.00083432 0.00144389 0.00168494 0.00143246 0.00149027 0.00150441 0.00144332 0.00149765 0.000793963 0.000472238 0.00133482 0.00159686 0.00138541
internal_weight=0 673 602 2448 325 2351 2326 277 761 99 97 1565 240 161 1503 735 288 226 164 76 76 659 617 288 133 192 103 56 71 197
internal_count=3121 673 602 2448 325 2351 2326 277 761 99 97 1565 240 161 1503 735 288 226 164 76 76 659 617 288 133 192 103 56 71 197
is_linear=0
shrinkage=0.00196078


Tree=3923
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 16 0 1 4 49 1 1 1 15 4 0 16 1 1 1 2 47 2 0
split_gain=94.4774 15.0634 7.54476 7.04332 4.92018 4.31626 3.47927 3.15183 2.62976 2.5458 2.08726 1.66695 1.35491 1.49367 1.35349 1.28548 0.968552 0.917435 0.885563 0.816169 0.779955 0.750388 0.903246 0.727634 0.678306 0.607709 0.605728 0.562527 0.502837 0.495047
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 -0.5315899999999999 -0.10151999999999999 0.085345000000000018 -0.062539999999999984 -0.054984999999999992 0.075045000000000014 0.16175000000000003 0.091195000000000012 -0.098289999999999975 -0.15464999999999998 -0.15202999999999997 -0.059624999999999991 0.12811000000000003 0.12000500000000001 0.12958500000000003 0.11411 0.090280000000000013 0.091265000000000013 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 24 25 12 11 -4 -7 13 21 -9 -2 29 -6 28 -15 -18 -1 -23 -16 -3 -8 -5 -17 -14 -13
right_child=1 4 10 26 17 9 7 14 -10 -11 -12 16 18 19 23 27 20 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019617266125149199 0.0010134193974007985 0.00060354939053212497 0.0014504502021472348 0.00094729455638360347 0.00028379239845759195 0.00095557656358270077 0.0013773416874730464 0.0011353942759852996 0.0020386437825462059 0.001040673436706557 0.00084762162906620647 0.0015084045966076696 0.0017026695373118877 0.00153750068899514 0.00068354011918295653 0.0016584498605025305 0.0017931067215148054 -0.00017135087452849754 0.0015484293278027015 0.0010739510002381661 0.0014569256701232756 0.0016835620565936456 0.0011875961786683867 0.00035725895335330044 0.00024796254142667309 0.0009465969940784442 0.00059979787825477587 0.0013908352894164155 0.0015938920826224646 0.0012735383152592662
leaf_weight=21 23 30 34 30 90 20 34 22 70 48 63 375 1130 23 129 58 83 21 205 40 39 48 20 33 66 20 54 63 191 38
leaf_count=21 23 30 34 30 90 20 34 22 70 48 63 375 1130 23 129 58 83 21 205 40 39 48 20 33 66 20 54 63 191 38
internal_value=0 0.000765306 0.00159483 0.00117513 0.000555329 0.00161694 0.000674187 0.000801288 0.00166628 0.00147389 0.00105892 0.00151136 0.00165075 0.00147421 0.000679048 0.00143834 0.00153214 0.000197684 0.00166833 0.00124318 0.00168564 0.00163774 0.00153769 0.000617075 0.000359083 0.00121781 0.000723904 0.00151911 0.00168694 0.00148679
internal_weight=0 673 2448 228 445 2351 334 238 1748 603 97 555 1678 152 184 144 535 111 1526 63 122 89 68 162 96 54 84 121 1321 413
internal_count=3121 673 2448 228 445 2351 334 238 1748 603 97 555 1678 152 184 144 535 111 1526 63 122 89 68 162 96 54 84 121 1321 413
is_linear=0
shrinkage=0.00196078


Tree=3924
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 159 4 14 0 4 0 3 1 1 49 0 150 2 4 15 0 16 2 2 3 2 147 50
split_gain=75.8695 9.13752 8.45299 6.94491 4.53096 3.4414 2.79549 2.55867 2.44558 1.65784 1.34536 1.34097 1.28159 1.18831 1.18028 1.10907 1.02389 0.973971 1.06048 0.942936 0.850759 1.58563 0.864735 0.744401 0.708034 0.718504 0.707182 0.654893 0.582347 0.534668
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.053180000000000012 0.082585000000000006 -0.17966999999999997 0.076175000000000007 -0.076579999999999995 0.27834500000000006 -0.23194499999999998 -0.061964999999999992 0.10124500000000002 0.16175000000000003 -0.012034999999999999 -0.071339999999999987 0.091105000000000005 0.14285500000000004 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.10850999999999998 -1.0000000180025095e-35 0.11177500000000001 -0.15713499999999997 0.09358000000000001 0.08955500000000001 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 12 28 9 19 -6 10 -4 23 -1 26 17 -7 -2 18 27 24 22 -22 -14 -8 -5 -26 -12 -10 -3 -28
right_child=1 5 6 7 8 15 11 -9 14 -11 13 -13 20 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0019397795837830731 0.0009708844607367235 0.0007804047036415045 0.0016272865862598889 0.0006792982647597205 0.0015978757713807678 0.00036811614271767561 0.001512426442692416 0.00041494109973870595 0.0014869170054235558 0.0019241781565814261 0.0017223486438598555 0.00090845879149926696 0.0017394289339977428 0.0012023830563154616 0.00083158158857242178 -8.399129206059026e-05 0.0014603882580233351 0.00074883611598873848 0.00083013936438981219 0.00053515795524084343 0.0014649945000807445 0.00090402770579580446 0.0012743397471420268 0.0012746758831142047 0.0012456280121059757 0.00089445551735610734 0.0014610873295555352 0.0010895030860807382 0.0004174167410854031 0.0016398238082504183
leaf_weight=22 20 113 1336 24 31 126 141 58 44 61 67 21 51 45 85 25 92 20 20 22 76 26 22 79 42 48 275 25 20 84
leaf_count=22 20 113 1336 24 31 126 141 58 44 61 67 21 51 45 85 25 92 20 20 22 76 26 22 79 42 48 275 25 20 84
internal_value=0 0.000749125 0.00152992 0.000984205 0.0012766 0.000495834 0.00158061 0.00075976 0.00108649 0.00160625 0.00159552 0.00138186 0.00149374 0.00150541 0.00100477 0.000293264 0.00137298 0.00113983 0.00122769 0.000906815 0.00143766 0.001322 0.00159927 0.00142705 0.000978539 0.00105834 0.00153742 0.00134293 0.00072582 0.00150291
internal_weight=0 590 2531 306 422 284 2109 194 225 1868 1807 241 197 471 194 151 112 109 89 136 175 102 73 220 114 90 426 69 133 359
internal_count=3121 590 2531 306 422 284 2109 194 225 1868 1807 241 197 471 194 151 112 109 89 136 175 102 73 220 114 90 426 69 133 359
is_linear=0
shrinkage=0.00196078


Tree=3925
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 4 2 2 14 47 15 52 47 4 49 51 0 39 49 16 151 3 0 51 16 16
split_gain=56.8414 7.01855 5.85711 3.60634 3.48563 2.69724 2.17052 2.10426 2.06976 1.42699 1.31633 1.23307 1.1603 0.944989 0.867169 0.797571 0.773914 0.750716 0.696234 0.662408 0.621996 0.620135 0.550959 0.618409 0.591726 0.481059 0.564866 0.451723 0.474106 0.44934
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.090285000000000018 -0.17966999999999997 -0.025214999999999998 0.033845000000000007 0.11389000000000002 0.11177500000000001 0.076175000000000007 0.091680000000000011 0.13592500000000005 0.048770000000000008 0.077555000000000013 -0.019614999999999997 -0.012034999999999999 -0.10056999999999998 -0.13027499999999997 0.096625000000000016 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 -0.14186499999999996 -0.066089999999999996 -0.033649999999999992 -0.039889999999999988 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 8 12 -5 21 14 16 -10 20 22 25 -7 19 -13 -2 -1 -4 -3 -9 -24 -25 -8 -27 -21 -29 -19
right_child=1 5 6 7 -6 15 9 13 11 -11 -12 17 -14 -15 -16 -17 -18 29 -20 27 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0017415207748847396 0.001058747238096069 0.00074106886799890485 0.001326184871030962 0.0016155769166742719 0.00084191285436267197 0.00027293873132928296 0.0017030493870069567 0.0012496414499567781 0.0012636543887907562 0.0013441527010090183 0.00102786744866726 0.0012031270220291381 0.0019379853236807377 0.0013403060653404222 0.0011663575535235198 0.00065239196806510149 0.0018076795006676651 0.00086998645076777207 0.0014623996311797104 0.0011670610387668466 0.0016275293426229107 0.00049221604034058815 0.0010849573054489783 0.00094976719379554907 0.00057341317476816798 0.0015639115794992395 0.0014223351158836205 0.001367407297504526 0.001610454025265092 0.000565651040046643
leaf_weight=31 20 99 27 28 74 57 74 21 39 171 22 20 46 31 23 34 33 66 92 22 1068 63 43 36 29 566 134 72 54 26
leaf_count=31 20 99 27 28 74 57 74 21 39 171 22 20 46 31 23 34 33 66 92 22 1068 63 43 36 29 566 134 72 54 26
internal_value=0 0.000856954 0.00153278 0.00132192 0.00117214 0.000711845 0.00157498 0.00111969 0.000798232 0.00150668 0.00148439 0.000963385 0.00163291 0.00103291 0.00154155 0.000414712 0.00153176 0.000858827 0.00139032 0.0014809 0.0016201 0.000644293 0.000959041 0.000902535 0.000781855 0.0015527 0.00153681 0.00142631 0.00147157 0.000783979
internal_weight=0 590 2531 422 186 404 2109 188 313 968 234 151 1141 160 797 91 212 112 112 179 1095 162 129 108 65 774 700 148 126 92
internal_count=3121 590 2531 422 186 404 2109 188 313 968 234 151 1141 160 797 91 212 112 112 179 1095 162 129 108 65 774 700 148 126 92
is_linear=0
shrinkage=0.00196078


Tree=3926
num_leaves=31
num_cat=0
split_feature=1 52 3 4 52 2 51 11 12 41 43 43 2 0 123 2 2 13 39 42 52 16 43 51 131 0 158 0 1375 12
split_gain=4.44005 0.923047 0.570069 0.370789 0.356985 0.332562 0.276592 0.250342 0.289281 0.443126 0.208016 0.250765 0.200961 0.241978 0.200637 0.201049 0.198162 0.210028 0.191313 0.170351 0.167419 0.151046 0.148543 0.134257 0.129008 0.124343 0.219524 0.208 0.257593 0.149964
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.19022000000000003 0.10005000000000001 -0.41904999999999998 1.0000000180025095e-35 0.085785000000000014 0.07677500000000001 -0.035139999999999991 -0.24021999999999996 -0.0091949999999999983 -0.080119999999999983 0.084025000000000016 0.15109000000000003 0.11389000000000002 -0.039649999999999998 0.10076500000000001 0.11839500000000001 0.048770000000000008 -0.042349999999999992 -1.0000000180025095e-35 0.067785000000000012 0.090385000000000007 -0.11173999999999999 0.085900000000000018 -0.14226499999999997 -1.0000000180025095e-35 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 6 7 -3 12 22 -10 11 -8 13 -1 15 19 17 -12 -13 -7 -4 -19 -9 -6 -2 26 27 28 -14 -27
right_child=1 2 20 -5 23 14 10 8 9 -11 16 18 25 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.022079437226057055 0.023758744493578423 0.022255320521071556 0.0010150793934767337 0.0079810430041768344 0.015529839856884418 0.020200491250014038 0.017974443118087945 0.03848986299264999 0.03085899657011032 0.012212716931333909 0.024347965333921216 0.0090563517361992914 0.0096274243481457231 0.0068986951728307079 0.0096494308869296223 0.0095195408622246423 0.010165799086595454 0.016653801346926587 0.0020436663623424433 0.012795409818029249 0.0095885495655238639 0.0064184491866312561 0.027081443324685095 0.025162998198167138 0.015197209150452787 0.022759732629697674 0.028374832198023798 0.010425131461199593 0.02251651640981436 0.020846629271989638
leaf_weight=21 66 21 69 22 39 360 25 21 25 26 24 164 20 21 24 21 123 46 51 34 34 21 25 23 24 763 20 34 69 885
leaf_count=21 66 21 69 22 39 360 25 21 25 26 24 164 20 21 24 21 123 46 51 34 34 21 25 23 24 763 20 34 69 885
internal_value=0 0.0119932 0.0106598 0.0209035 0.0119669 0.0210235 0.0110354 0.0215886 0.0265395 0.0213531 0.0105164 0.00849512 0.0213266 0.0144891 0.0185392 0.0190533 0.0127832 0.016321 0.00739288 0.0195615 0.00384516 0.0134457 0.0322896 0.0191034 0.0214757 0.0214869 0.0186583 0.0170784 0.0196201 0.0217324
internal_weight=0 730 640 2391 537 2369 475 1930 97 51 454 240 1833 42 439 415 214 91 215 394 103 67 46 62 90 1791 143 123 89 1648
internal_count=3121 730 640 2391 537 2369 475 1930 97 51 454 240 1833 42 439 415 214 91 215 394 103 67 46 62 90 1791 143 123 89 1648
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 2 47 2 2 4 11 2 1 4 1 49 12 15 10 13 47 12 15 51 3 49
split_gain=64.2561 10.5274 6.396 4.79289 3.43203 3.33915 2.86152 2.19718 1.93833 1.77232 1.76359 1.57037 1.15033 1.12759 0.930692 0.799713 0.735638 1.4618 0.665498 0.584567 0.58356 0.556086 0.617926 0.479346 0.474954 0.469204 0.660183 0.715278 0.404885 0.403193
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 1.0000000180025095e-35 0.089775000000000008 0.13082500000000002 0.11474000000000002 0.14753000000000002 0.27834500000000006 0.078340000000000007 0.094835000000000017 0.088975000000000012 -0.087894999999999987 0.086920000000000011 0.088340000000000016 0.095780000000000018 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35 0.090100000000000013 0.099815000000000015 0.040760000000000005 0.089685000000000001 -0.10831999999999999 0.10347500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 24 6 8 15 9 18 12 -6 13 -4 -10 -1 20 -18 -5 -17 28 -14 -23 -15 -3 26 27 -16 -11 -22
right_child=1 2 10 5 11 -7 -8 -9 14 16 -12 -13 21 23 25 19 17 -19 -20 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016773710230819317 0.0015498529193763953 0.00077750998757725772 0.00087135182449356752 0.0016330566114215344 0.0013884809751349124 0.00085937957199315668 0.001032511302884149 0.00092690292385031055 0.0021024631713730058 0.0013459511058278287 0.00096321800737636379 0.00083114427709628919 0.00051155925690431572 0.00041672137058176379 0.0018077595083046301 0.0010417997757934665 0.0016169997365200887 0.001015921252197912 0.0015366164824394673 0.0014588265713690375 0.0014761048114857163 0.00041413973965773393 -3.2566383243629743e-06 0.00071619781371295326 0.0010357243492834123 0.0014495897985973946 0.002025796589898128 0.0013679262240226865 0.0015691241875042481 0.0013025777810654398
leaf_weight=28 74 190 40 917 77 26 38 66 30 34 34 26 32 86 44 24 28 35 393 28 234 25 30 27 32 21 28 21 387 66
leaf_count=28 74 190 40 917 77 26 38 66 30 34 34 26 32 86 44 24 28 35 393 28 234 25 30 27 32 21 28 21 387 66
internal_value=0 0.000852135 0.000765939 0.00153624 0.000951978 0.00155809 0.00156607 0.00119173 0.00157513 0.00155999 0.000545272 0.00124779 0.000486063 0.000588428 0.00179518 0.00141021 0.00148626 0.00128307 0.00160412 0.00126635 0.00150401 0.000306042 0.000186469 0.000488278 0.00081473 0.00171431 0.00177409 0.00166566 0.0015511 0.00143793
internal_weight=0 673 599 2448 325 2302 2276 146 2238 2094 274 103 240 153 144 80 784 63 1310 52 721 87 55 113 222 114 93 65 421 300
internal_count=3121 673 599 2448 325 2302 2276 146 2238 2094 274 103 240 153 144 80 784 63 1310 52 721 87 55 113 222 114 93 65 421 300
is_linear=0
shrinkage=0.00196078


Tree=3928
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 0 15 150 4 1 1 1 12 40 4 1 3 4 1 43 1 15 160 15
split_gain=104.692 16.4976 8.79718 7.5637 5.90186 5.1031 3.63484 3.20271 2.96287 2.69319 2.50026 1.59433 2.15723 1.5805 1.57592 1.54855 1.38162 1.20395 1.05971 0.889924 0.883376 0.855838 0.845607 0.793234 0.791713 0.669848 0.665473 0.657018 0.632591 0.740851
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.077845000000000011 0.062655000000000016 0.14122000000000004 -0.10096999999999999 -0.12255999999999999 1.0000000180025095e-35 -0.15289999999999995 0.122715 0.085345000000000018 0.16175000000000003 0.09141500000000001 -0.078554999999999986 -0.52556499999999995 0.12408500000000001 -0.14847999999999997 -0.036839999999999991 0.12165500000000001 -0.080324999999999994 0.12958500000000003 0.079055000000000014 0.05259500000000001 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 19 26 -4 11 13 12 -1 -7 -9 23 28 -6 20 -3 -13 -16 -22 -2 -5 -10 -8 -20 29 -14
right_child=1 4 8 24 17 10 7 14 25 -11 -12 18 16 -15 21 -17 -18 -19 27 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020345538689286839 0.0018559371104427413 0.00065583691747619693 0.0016989898447896919 0.00098091772328152732 0.00035369309213231591 0.0016562900823558512 0.0014936534891972768 0.0013032508217820933 0.0010661622150843978 0.0021706594817409576 0.0011176392969166275 0.002244164206845865 0.0014069785495858826 0.0011743300312644794 0.0008033585318997958 0.0011632410692273966 0.0012978223094303684 -0.00016769893098071245 0.0016375855418780741 0.0002775244506067743 0.001438693357448952 0.00047883731893495936 0.001845505695461846 0.0015274354244609043 0.00059114517981603755 0.00064033882382015387 0.0010429018021871645 0.001789385006976557 0.0019758103552763979 0.0018703953224737772
leaf_weight=38 50 45 28 51 90 398 34 20 49 76 41 21 36 28 122 29 65 21 169 51 20 42 1105 65 33 20 20 312 21 21
leaf_count=38 50 45 28 51 90 398 34 20 49 76 41 21 36 28 122 29 65 21 169 51 20 42 1105 65 33 20 20 312 21 21
internal_value=0 0.000866499 0.00173971 0.00129539 0.000646753 0.00176359 0.00077693 0.000906841 0.00116104 0.00180907 0.0015801 0.00179387 0.0016193 0.00162461 0.000783619 0.00156815 0.00150895 0.000255051 0.00181329 0.000454858 0.00184571 0.000720249 0.00183827 0.00167026 0.000827793 0.000942735 0.00132671 0.00173605 0.00168489 0.00157771
internal_weight=0 673 2448 228 445 2351 334 238 97 1884 467 1808 181 426 184 144 143 111 1627 96 1146 164 1125 115 84 69 54 481 78 57
internal_count=3121 673 2448 228 445 2351 334 238 97 1884 467 1808 181 426 184 144 143 111 1627 96 1146 164 1125 115 84 69 54 481 78 57
is_linear=0
shrinkage=0.00196078


Tree=3929
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 3 2 42 4 156 0 14 4 0 15 16 52 0 151 131 3 3 157 157 48 1447 2 1 49 51
split_gain=4.58203 0.94536 0.571033 0.366211 0.314739 0.323638 0.310427 0.287365 0.231146 0.19875 0.367603 0.194706 0.188905 0.297148 0.270587 0.275323 0.234804 0.190131 0.218646 0.188088 0.195376 0.175054 0.166067 0.289861 0.191608 0.191862 0.155413 0.15168 0.191853 0.147651
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.10276500000000001 -0.022174999999999997 0.13404500000000005 -0.0060199999999999993 -0.111605 0.10339000000000002 0.024095000000000002 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.039889999999999988 1.0000000180025095e-35 -0.07929499999999999 -0.083969999999999975 0.096070000000000016 -0.082689999999999986 -0.059315 -0.082259999999999986 -0.077809999999999976 0.092680000000000026 -0.054404999999999988 0.17760500000000004 0.083345000000000016 0.093350000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 11 -1 -4 10 19 12 13 14 -5 -16 27 21 -19 20 -10 -15 -20 -24 25 -25 -22 28 -14 -6
right_child=1 2 8 6 29 -7 -8 -9 9 -11 -12 -13 16 17 15 -17 -18 18 22 -21 26 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.021347140750059716 0.021563290808472732 0.020369963609283011 0.01617342691976004 0.025035352373252745 0.0026367357932031155 0.010519180028663519 0.01339195510341012 0.010037722685874028 0.014612906461670287 0.015831597205251454 -0.0062752450932748623 0.026132383894394425 0.023021721021801819 0.022445701226575326 0.0067086850292980673 0.020369127973914148 0.022572700978786338 0.010198135368991643 0.027317647515116512 0.014120499576626269 0.0058787902582451588 0.030592178511950709 0.0085784450825303806 0.029373721708543601 0.013874174240108179 0.020865927284396762 -0.002129863006994128 0.011598190276519113 0.015005210406767826 0.011652433139364933
leaf_weight=39 90 93 26 23 20 52 49 53 21 20 24 85 51 1144 36 25 102 20 37 30 126 27 20 28 37 497 30 46 72 198
leaf_count=39 90 93 26 23 20 52 49 53 21 20 24 85 51 1144 36 25 102 20 37 30 126 27 20 28 37 497 30 46 72 198
internal_value=0 0.0119669 0.0106175 0.0210185 0.0132268 0.0168373 0.0212661 0.0148319 0.00719802 0.0062683 0.00544031 0.0214376 0.0212533 0.0216066 0.0157923 0.0123072 0.0187838 0.0218764 0.020489 0.00679864 0.00555764 0.0226335 0.0208215 0.0204085 0.0208295 0.0213197 0.00433866 0.016497 0.0183291 0.0108253
internal_weight=0 730 640 2391 363 145 2299 92 277 251 231 2250 2165 1894 84 61 271 1810 639 207 177 1171 619 582 562 525 156 169 123 218
internal_count=3121 730 640 2391 363 145 2299 92 277 251 231 2250 2165 1894 84 61 271 1810 639 207 177 1171 619 582 562 525 156 169 123 218
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 14 3 4 1 1 3 1 0 52 39 16 51 12 4 41 16 47 14 13 48
split_gain=49.9236 7.98795 5.1517 3.93372 2.37273 2.26378 1.57305 1.50557 1.18933 1.13326 1.04558 0.856129 0.779646 1.71301 0.751683 1.61922 0.639704 0.752857 0.634032 0.607698 0.471944 0.453472 0.446923 0.424392 0.412455 0.411549 0.410183 0.472198 0.391913 0.38442
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.40473500000000007 0.062655000000000016 0.31370500000000007 -0.013514999999999998 0.089770000000000016 0.080270000000000022 -0.12018999999999998 0.075045000000000014 -0.038659999999999993 0.048770000000000008 0.089200000000000015 -0.39185999999999993 0.11144500000000002 0.095780000000000018 -0.036839999999999991 0.075585000000000013 0.15273500000000004 0.090100000000000013 -0.23083499999999998 -0.47860499999999995 0.084170000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 26 10 11 12 -5 -6 14 19 16 22 21 -16 17 -7 28 20 -4 -1 -14 -2 -12 -19 27 -3 -13 -10
right_child=1 2 6 8 9 7 -8 -9 29 -11 24 18 13 -15 15 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014406518728665003 0.0014419780249264151 0.00090936066021681254 0.00043872303072229219 0.0012325880860625535 0.0012162226158977502 0.0013573522889579477 0.00085571132440891888 0.00094533048971903093 0.00056263905274225217 0.00077929007668608161 0.0014888142475491845 0.00028863025842155559 0.0013417452359303962 0.00082954281214665218 0.00088124686026429169 0.0013659240582846821 0.0014923921174584539 0.00087830131983055782 0.00051184450992597982 0.00040670697607933298 0.00078819113745611175 0.001187255325354114 0.0011911813311781506 0.0011143138456522694 0.0018093362747206266 0.0012390710041162562 0.0009343184603779923 0.00065255329698794373 -4.1334706194260541e-05 0.00089848489568821539
leaf_weight=897 55 33 24 37 74 270 37 48 20 33 29 31 188 36 28 495 105 20 26 95 39 28 127 21 33 31 32 166 25 38
leaf_count=897 55 33 24 37 74 270 37 48 20 33 29 31 188 36 28 495 105 20 26 95 39 28 127 21 33 31 32 166 25 38
internal_value=0 0.000751732 0.000677622 0.00134903 0.000840083 0.00136494 0.000479384 0.00128234 0.000957905 0.00108147 0.00141007 0.000421367 0.00130316 0.00123473 0.00139939 0.00133998 0.00135954 0.00131608 0.000258806 0.000505734 0.00065506 0.00143298 0.00128104 0.00135144 0.00165941 0.00109759 0.000728272 0.000695139 0.000141324 0.000782676
internal_weight=0 691 615 2430 338 2335 277 825 95 107 1510 240 777 351 1448 523 426 321 82 158 63 925 315 76 62 51 231 199 56 58
internal_count=3121 691 615 2430 338 2335 277 825 95 107 1510 240 777 351 1448 523 426 321 82 158 63 925 315 76 62 51 231 199 56 58
is_linear=0
shrinkage=0.00196078


Tree=3931
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 4 1 4 2 3 1 1429 52 457 123 10 47 49 12 16 51 0 151 39 12 3
split_gain=55.67 9.41571 5.38469 4.50478 3.12846 2.74587 2.15822 1.71017 1.60502 1.501 1.4499 1.44492 1.28812 0.849131 0.702155 1.13202 0.620134 0.668836 0.58034 0.528944 0.497895 0.457748 0.482683 0.567067 0.429695 0.363402 0.350574 0.345444 0.422043 0.326684
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.27834500000000006 0.17025000000000004 0.062655000000000016 0.42051500000000003 0.092845000000000025 0.40473500000000007 0.091265000000000013 0.30112000000000005 0.080270000000000022 0.084690000000000015 -0.56176499999999996 0.080930000000000016 0.088205000000000019 -0.38124499999999995 0.090100000000000013 0.082865000000000008 0.082850000000000021 -0.012324999999999997 0.11144500000000002 -0.075934999999999989 -0.088784999999999989 0.089790000000000023 0.095780000000000018 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 9 12 13 -5 -6 14 18 24 21 -14 27 25 -9 26 22 23 -16 -1 -4 -3 28 -18 -11
right_child=1 2 7 10 11 -7 -8 19 -10 29 -12 -13 16 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014698450458170179 0.0013943109196159985 0.00086626358798744707 0.00075965021062607166 0.0012586789240218623 0.0012626609829783024 0.00088801448084663422 0.00080234051570105729 0.00029582916292353323 0.0016719914444076136 0.00052821491000370363 0.00076192068232020622 0.00075151136278911359 0.0015737576043027596 0.00042762843027613519 0.0011229406598482667 0.00093686856908819995 0.0013835048733890963 0.0010440752515596997 0.00053192133816671282 -0.00010603313032975969 0.00092339887914291848 0.0016820232190337835 0.0014072254775465574 0.0014764784912538026 0.0012231811797585475 0.001078469124661774 0.00063321079451096444 0.0010824080414019602 0.0012835812702099764 0.00031026445637406032
leaf_weight=897 76 29 27 37 73 41 23 34 84 40 58 30 38 30 53 22 356 33 20 20 34 20 394 26 28 28 172 21 299 78
leaf_count=897 76 29 27 37 73 41 23 34 84 40 58 30 38 30 53 22 356 33 20 20 34 20 394 26 28 28 172 21 299 78
internal_value=0 0.00074321 0.000662749 0.00137394 0.000828843 0.00139097 0.00139996 0.000460078 0.00140601 0.000535893 0.000955395 0.00111378 0.0013958 0.000706428 0.00143007 0.00137204 0.00132973 0.00131665 0.000817948 0.000146991 0.000703955 0.00139146 0.00137918 0.00123929 0.00146238 0.000921958 0.000666835 0.00132995 0.00133789 0.000384146
internal_weight=0 691 615 2430 338 2335 2294 277 2271 223 95 103 2187 105 1440 515 747 709 75 54 235 493 473 79 925 55 201 676 655 118
internal_count=3121 691 615 2430 338 2335 2294 277 2271 223 95 103 2187 105 1440 515 747 709 75 54 235 493 473 79 925 55 201 676 655 118
is_linear=0
shrinkage=0.00196078


Tree=3932
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 4 14 2 15 1 2 2 150 47 4 1 0 2 3 4 15 4 43 3 1 3
split_gain=82.6619 13.1589 8.83655 7.09704 4.39778 4.14475 2.37424 2.18376 2.12544 2.12031 2.03799 1.95436 1.6685 1.46517 1.84108 1.31892 1.09429 0.834258 0.824216 0.812919 0.882737 0.757665 0.625654 0.595337 0.588169 0.557552 0.518559 0.507715 1.20789 0.472429
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.14285500000000004 0.40473500000000007 0.077845000000000011 0.42051500000000003 0.062655000000000016 0.14285500000000004 -0.41396999999999995 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 0.090100000000000013 -0.55119499999999988 0.076935000000000017 -0.030209999999999997 0.092365000000000017 0.0022600000000000003 0.015030000000000002 -0.090644999999999989 -0.036839999999999991 -0.080324999999999994 -0.12018999999999998 0.075045000000000014 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 17 10 16 -6 -5 11 13 -4 -11 18 15 -15 19 22 -1 20 23 27 -3 -7 -13 -2 -10 28 -20 -29
right_child=1 2 9 8 7 6 -8 -9 26 12 -12 24 -14 14 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.002250482098840309 0.0019114141323987176 0.0008287254614168342 0.0010522104064295313 0.0017252229728034231 0.0016622675984513525 0.0017852142982172474 0.0011840181735186435 0.0010453217827221927 0.0011932944955707504 0.00060946272609200451 0.0021668420441379489 0.00081111570677442767 0.00010830679495372897 0.0013089608734525989 0.0011833024464503173 0.0017982366424242515 0.0013274570817456526 0.0012732631599932324 0.0019224863178448101 0.0018776751956239481 0.0013482606664202571 0.001761897562121432 0.0010547771992147432 0.0016058554273957121 0.00039721703775497113 0.0015478360010128395 0.00081863183418617533 0.0018955132705872882 0.0013118129764117447 0.0016703170829338566
leaf_weight=21 50 104 73 28 71 153 39 32 49 113 76 22 33 23 23 268 30 32 33 92 30 254 86 133 33 24 20 1119 20 37
leaf_count=21 50 104 73 28 71 153 39 32 49 113 76 22 33 23 23 268 30 32 33 92 30 254 86 133 33 24 20 1119 20 37
internal_value=0 0.00101343 0.000917064 0.00178935 0.00113574 0.0018108 0.00164761 0.0014706 0.00126959 0.000657692 0.00185233 0.000841907 0.000496188 0.00183904 0.00171736 0.00175957 0.00168889 0.000980373 0.00186479 0.00171547 0.00166824 0.00185925 0.000931044 0.00170181 0.000562777 0.0017935 0.0010847 0.0018797 0.00169204 0.00188831
internal_weight=0 673 599 2448 325 2351 477 103 97 274 1874 128 146 1798 314 291 438 222 1484 408 316 1463 190 286 55 74 69 1209 53 1156
internal_count=3121 673 599 2448 325 2351 477 103 97 274 1874 128 146 1798 314 291 438 222 1484 408 316 1463 190 286 55 74 69 1209 53 1156
is_linear=0
shrinkage=0.00196078


Tree=3933
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 4 2 14 2 4 11 3 2 43 4 15 1 0 4 47 0 160 15 1 16 12
split_gain=78.5373 12.5799 7.88373 6.1515 4.20497 4.02633 3.149 2.34433 2.33434 1.97842 1.90696 1.69416 1.6883 1.59853 1.30718 0.958622 0.92897 0.804154 0.787166 0.698356 0.680052 0.637886 0.603364 0.602566 0.661538 0.583679 0.565168 0.663543 0.555044 0.543226
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.13712500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 -0.11171999999999999 0.094835000000000017 -0.016814999999999997 0.0052350000000000009 -0.059484999999999989 0.087135000000000004 -0.10474999999999998 -0.036839999999999991 0.078345000000000012 -0.12333499999999999 -1.0000000180025095e-35 -0.41942499999999994 0.14754500000000001 -0.12029499999999999 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 7 23 6 11 16 12 -6 14 20 13 -4 15 17 -1 -8 21 -18 -5 -17 -2 -3 -25 -15 -14 -28 -20 -23
right_child=1 2 8 5 9 -7 10 -9 -10 -11 -12 -13 26 25 -16 18 19 -19 28 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0018293124293489872 0.0018118268111172846 0.00084159536525775427 0.0009945580762960374 0.0017889359525975175 0.0015493101785275791 0.00092491425778351577 0.0016252938859602983 0.001030001303424006 0.0010680815121191184 0.00094874506341476061 0.0011954625324568143 0.0020968974727431154 0.00051463289723337224 0.00078813772254130419 0.0018813586991571257 0.0013638761569408403 0.0015737467395687038 0.0011454196839497009 0.0016619631679248216 0.0011104672509718706 0.0016917539584903061 0.00180663828212705 0.0014336066113577947 0.00085496690051228396 0.001359288223526057 0.0004433105393042036 0.00038079544551840989 -3.0280587469590377e-05 0.001464411850602258 0.0016571357926415545
leaf_weight=26 50 184 39 931 71 25 25 69 34 30 38 60 37 25 81 23 29 29 91 22 394 129 24 20 20 77 36 26 137 339
leaf_count=26 50 184 39 931 71 25 25 69 34 30 38 60 37 25 81 23 29 29 91 22 394 129 24 20 20 77 36 26 137 339
internal_value=0 0.000926454 0.00083223 0.00168277 0.00103878 0.00170752 0.00171611 0.00129247 0.00058724 0.00137092 0.00162525 0.00177463 0.00051912 0.000656923 0.00164438 0.00161954 0.00152768 0.00136758 0.00163847 0.0013739 0.00176004 0.00168268 0.00168916 0.000889012 0.00110713 0.000527827 0.000322856 0.000208409 0.00154326 0.00169834
internal_weight=0 673 599 2448 325 2302 2277 146 274 101 892 1385 240 141 854 773 77 54 719 51 1325 491 74 224 40 102 99 62 228 468
internal_count=3121 673 599 2448 325 2302 2277 146 274 101 892 1385 240 141 854 773 77 54 719 51 1325 491 74 224 40 102 99 62 228 468
is_linear=0
shrinkage=0.00196078


Tree=3934
num_leaves=31
num_cat=0
split_feature=1 4 12 3 4 42 159 1 2 1 43 44 3 4 13 150 15 49 42 49 39 1 43 148 1429 475 48 16 43 2
split_gain=5.46369 0.794574 0.617043 0.483199 0.473372 0.464842 0.399784 0.352132 0.289809 0.234915 0.280333 0.215725 0.234883 0.212549 0.22975 0.267426 0.353509 0.21459 0.200315 0.209503 0.19353 0.180299 0.165967 0.159841 0.15431 0.291163 0.159337 0.153192 0.152547 0.165432
threshold=0.10752500000000002 0.27287000000000006 -0.010834999999999999 -0.065819999999999976 0.36766000000000004 -0.0060199999999999993 0.082585000000000006 0.16175000000000003 0.13712500000000002 0.092845000000000025 -0.080324999999999994 0.081805000000000017 0.10732000000000001 -0.082249999999999976 -0.07743499999999999 0.081835000000000019 -0.091604999999999978 0.12497000000000001 -1.0000000180025095e-35 0.14321000000000003 0.10076500000000001 0.12958500000000003 -0.078654999999999989 -0.043434999999999994 0.086825000000000013 -0.08323499999999999 0.093265000000000015 -0.083134999999999987 -0.079734999999999986 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 8 20 18 21 11 -7 -11 12 13 24 -15 17 -17 27 -5 22 -1 23 -20 -3 25 -4 -27 -16 -25 -30
right_child=1 7 4 6 -6 9 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 19 -21 -22 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.027584138044784236 0.021145127586430251 0.0041455179283564746 0.013330758396874776 0.024538857791395415 0.013134169448761546 0.019683967184068431 0.0057477309439583858 -0.003194638751447201 0.014611267392817691 0.014003679053908294 0.00093786029028706261 0.032847689061115189 0.015303943267402552 0.023997564884692121 0.024874690013755228 0.0057735373848117888 0.021441727028124864 0.013994517736136913 0.0096277721676855318 0.004603244443424046 0.016782068226624421 0.0066250492899077905 0.018343592261442464 0.0065000373404473068 0.031362279861544572 0.0253756057788736 0.016288471966981889 0.021543830555415519 0.023472802955657245 0.013013438633718198
leaf_weight=43 101 22 22 21 47 36 59 25 38 52 24 24 36 814 194 24 36 31 31 20 27 131 74 24 36 548 20 479 20 62
leaf_count=43 101 22 22 21 47 36 59 25 38 52 24 24 36 814 194 24 36 31 31 20 27 131 74 24 36 548 20 479 20 62
internal_value=0 0.0119484 0.0226345 0.0154838 0.0230691 0.017025 0.0126946 0.00813911 0.0232719 0.0130297 0.00987763 0.0234173 0.0233162 0.0234471 0.0228286 0.0215831 0.0151745 0.0221293 0.0155018 0.0139836 0.0234176 0.0092331 0.0157704 0.0119023 0.0250063 0.0246184 0.0250556 0.022504 0.0135122 0.0155645
internal_weight=0 590 2531 306 2349 182 205 284 2302 112 76 2264 2240 2204 1578 764 60 704 146 125 70 259 105 128 626 590 568 673 106 82
internal_count=3121 590 2531 306 2349 182 205 284 2302 112 76 2264 2240 2204 1578 764 60 704 146 125 70 259 105 128 626 590 568 673 106 82
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=31
num_cat=0
split_feature=1 3 12 4 0 3 2 2 14 14 0 12 15 4 0 3 3 1 1 0 3 11 1 1 0 0 156 12 48 3
split_gain=4.43997 0.611709 0.554164 0.475361 0.523314 0.753172 0.336403 0.302598 0.278872 0.312644 0.341636 0.272489 0.271295 0.254953 0.194746 0.192436 0.221619 0.208949 0.29277 0.186273 0.175554 0.171428 0.164602 0.159858 0.242738 0.236813 0.192221 0.156098 0.155952 0.14588
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 -0.17966999999999997 -0.071924999999999989 0.11924500000000002 0.31358000000000003 0.12358500000000001 -0.10708499999999999 0.062655000000000016 -0.13027499999999997 -0.042789999999999988 -0.41942499999999994 0.053180000000000012 -0.083554999999999977 0.31534000000000006 0.076840000000000006 0.12765500000000005 0.111945 0.051010000000000007 -0.045649999999999989 0.084110000000000004 0.098220000000000016 0.08592000000000001 -0.095504999999999993 -0.099059999999999995 0.091015000000000013 0.13597000000000004 0.086425000000000016 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 19 5 8 15 12 -5 10 22 -6 -2 14 23 16 17 18 -3 -1 27 -14 -10 25 -25 -4 28 -16 -27 -18
right_child=1 6 13 4 11 -7 -8 -9 9 -11 -12 -13 21 -15 20 -17 29 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.027504766001542381 0.0074057656229429315 0.00084330596029758465 0.02798128285726836 0.028454308349777153 0.012953014918725546 0.00032566068693995476 -0.0028184597667020102 0.0085051832895260311 0.016066069231907787 0.028094519753582205 0.021227643477175845 -4.7950819134712222e-05 0.017812759698866761 0.017959947783597992 0.020817861525121151 0.0045895939424204146 0.016780751860804029 0.0039993092604594209 0.014813990350812673 0.018222223957245414 0.011174368914216757 0.027704950367015875 0.0086783440001308911 0.010337803067930508 0.021437183194743692 0.023407803195967483 0.012743931722361596 0.012104803771667538 0.019148682849764263 0.0096976427660491835
leaf_weight=52 21 20 86 27 38 24 26 48 76 26 89 28 86 247 985 78 63 76 60 37 20 22 50 25 93 520 20 21 103 54
leaf_count=52 21 20 86 27 38 24 26 48 76 26 89 28 86 247 985 78 63 76 60 37 20 22 50 25 93 520 20 21 103 54
internal_value=0 0.0104339 0.0203051 0.0171053 0.0154794 0.017297 0.00815709 0.0152835 0.0188169 0.0177372 0.0164846 0.00743745 0.0178056 0.0209798 0.021378 0.00897009 0.0102217 0.00775419 0.0113213 0.0236457 0.0204515 0.0198278 0.0131344 0.0225003 0.0190856 0.023053 0.0223939 0.020636 0.0227036 0.0135116
internal_weight=0 554 2567 447 358 292 377 177 268 241 215 66 129 2120 1873 351 273 156 80 89 1026 108 126 847 118 729 643 1006 623 117
internal_count=3121 554 2567 447 358 292 377 177 268 241 215 66 129 2120 1873 351 273 156 80 89 1026 108 126 847 118 729 643 1006 623 117
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=31
num_cat=0
split_feature=1 4 12 4 0 3 150 2 2 52 12 2 12 43 43 2 1212 16 149 1 0 1213 52 14 4 0 15 13 0 1213
split_gain=3.59637 0.524814 0.448873 0.385043 0.423884 0.610069 0.335982 0.263837 0.248857 0.24197 0.220716 0.212145 0.211611 0.231755 0.216346 0.421934 0.20244 0.202908 0.177404 0.174431 0.159528 0.159511 0.154972 0.147349 0.137146 0.171904 0.139071 0.134795 0.159025 0.13365
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.17966999999999997 -0.071924999999999989 0.11924500000000002 0.084680000000000019 0.14285500000000004 0.25063000000000007 0.048520000000000008 -0.042789999999999988 0.090545000000000014 0.088245000000000004 0.093175000000000022 0.0034250000000000005 0.08647500000000001 -0.064959999999999976 -0.088909999999999989 0.07770500000000001 0.12000500000000001 0.10455500000000001 -0.0057349999999999996 -0.061194999999999992 -0.45687499999999998 -0.00099499999999999979 -0.094299999999999981 0.086495000000000002 1.0000000180025095e-35 -0.036484999999999997 0.11146500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 20 5 9 7 -2 18 11 -6 -5 13 14 16 21 17 -4 19 -3 -1 -16 -13 -21 25 26 -14 28 -25 -27
right_child=1 8 12 4 10 -7 -8 -9 -10 -11 -12 22 24 -15 15 -17 -18 -19 -20 23 -22 -23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=0.023853762765916497 0.016143572907073096 0.010390893692375678 0.01947931197377889 0.018973733085746829 0.011657713459020384 0.00029309469585617388 0.0070674883565161294 0.0055022726180376834 -0.0034379891740779081 0.022987132396478701 -4.3155715268637453e-05 0.01584461673107276 0.028664797776533912 0.028301121000990727 0.014056669291237306 0.0021946675656363368 0.019797782123480146 0.031458280139392419 0.015797899221070111 0.010916380086464101 0.014313688424105445 0.024843417301487467 0.0086078929116308062 0.0022727495068442321 0.016244817375249809 0.017981676203930402 0.018772122001758332 -0.0039111761958338324 0.011317969471789324 0.022909197605499147
leaf_weight=65 170 74 26 95 38 24 82 27 24 53 28 67 30 33 29 20 703 31 22 29 24 26 53 77 315 821 27 23 26 59
leaf_count=65 170 74 26 95 38 24 82 27 24 53 28 67 30 33 29 20 703 31 22 29 24 26 53 77 315 821 27 23 26 59
internal_value=0 0.00939054 0.0182746 0.0153948 0.0139314 0.0155673 0.0124462 0.0146851 0.00629038 0.0169352 0.00669371 0.0154433 0.0188818 0.0200817 0.0197569 0.0146329 0.0202625 0.0259942 0.00722058 0.00639656 0.0212812 0.0191559 0.0126484 0.00448959 0.0180499 0.0186568 0.0239788 0.00301041 0.00455601 0.018312
internal_weight=0 554 2567 447 358 292 279 197 275 268 66 215 2120 868 835 75 760 57 251 229 89 55 120 155 1252 937 57 126 103 880
internal_count=3121 554 2567 447 358 292 279 197 275 268 66 215 2120 868 835 75 760 57 251 229 89 55 120 155 1252 937 57 126 103 880
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 2 4 2 1 14 1 11 0 457 1 15 39 4 52 2 12 1375 160 150 160 2 2 43
split_gain=50.4534 6.01953 5.32763 3.95148 3.64767 2.22291 1.92207 1.90423 1.65938 1.44156 1.37704 1.03323 1.01575 0.880976 1.06211 1.15724 0.693155 0.623247 0.56691 0.562175 0.483468 0.476739 0.465082 0.488665 0.430006 0.400855 0.39329 0.371005 0.844022 0.367976
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13712500000000002 0.27287000000000006 0.14285500000000004 0.40124500000000002 0.089775000000000008 0.09253500000000002 0.076175000000000007 0.16175000000000003 1.0000000180025095e-35 -0.13027499999999997 0.032140000000000009 0.091195000000000012 0.040760000000000005 0.087690000000000004 -0.0070899999999999991 -0.07167999999999998 -1.0000000180025095e-35 0.095780000000000018 0.071870000000000003 0.050340000000000003 0.097210000000000005 -1.0000000180025095e-35 0.10981000000000002 -1.0000000180025095e-35 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 5 9 7 18 19 11 -4 16 25 14 15 24 -1 20 -3 -5 -15 -18 23 -16 -11 26 -8 28 -2 -12
right_child=1 6 10 8 -6 -7 12 -9 -10 13 29 -13 -14 17 22 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015734864403538489 0.00079794511468350596 0.0011715494550780792 0.0013946320947513173 0.0016018720335769327 0.00095224571124141255 0.0010935792163154091 0.00071250577741312703 0.00051122279020320255 0.00091083260193880228 0.0012136602312064477 0.0010011407459237381 0.0018201763008074473 0.00015143262098232904 0.0016459631795448868 0.001488603641375626 0.00081397070161377382 0.0011883956989160685 0.0019464964288122514 0.00081619399727559554 0.0012936233123662943 0.0012953648429510057 0.001485475647661392 0.0014045398604669323 0.0017706138152702182 0.0015771915834005292 0.00083682958547975504 0.00047113303483497008 0.00080331250802355859 0.0013038396473580938 0.00069201709300863981
leaf_weight=1107 32 45 34 46 45 47 36 42 29 29 57 58 25 62 429 20 23 20 28 45 20 214 299 25 22 20 93 128 21 20
leaf_count=1107 32 45 34 46 45 47 36 42 29 29 57 58 25 62 429 20 23 20 28 45 20 214 299 25 22 20 93 128 21 20
internal_value=0 0.000849296 0.00148602 0.00104336 0.00150528 0.00151576 0.000647171 0.000843865 0.00131928 0.00152429 0.00106597 0.00156394 0.000517172 0.00146425 0.00144297 0.00121372 0.00155288 0.00163615 0.00103525 0.00144944 0.00156045 0.00145665 0.00146459 0.00150413 0.00137048 0.000578538 0.000538493 0.000860436 0.000998394 0.000920849
internal_weight=0 590 2531 301 2420 2375 289 115 120 2328 111 1402 174 926 824 71 1344 102 73 91 82 237 753 454 51 149 129 181 53 77
internal_count=3121 590 2531 301 2420 2375 289 115 120 2328 111 1402 174 926 824 71 1344 102 73 91 82 237 753 454 51 149 129 181 53 77
is_linear=0
shrinkage=0.00196078


Tree=3938
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 1 2 14 49 1 52 40 159 1 2 1 0 1 43 1 12 1 14 15 0
split_gain=38.131 6.59067 3.31919 2.983 2.5103 1.97066 1.62875 1.4328 1.30894 1.45592 1.14914 1.06764 0.723184 0.718879 0.581199 0.532129 0.458162 0.44862 0.700832 0.685981 0.504905 0.451382 0.435885 0.386855 0.377005 0.315749 0.301481 0.299264 0.355362 0.298344
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.17966999999999997 0.077845000000000011 0.089885000000000007 0.062655000000000016 -0.054984999999999992 0.16175000000000003 -0.56176499999999996 -0.077474999999999988 0.082585000000000006 0.089770000000000016 0.097845000000000015 0.085110000000000005 -0.070154999999999981 0.13436000000000001 -0.080324999999999994 0.091195000000000012 0.095780000000000018 0.11910500000000002 -1.0000000180025095e-35 -0.089964999999999976 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 11 -8 -10 -4 12 24 -2 27 -13 -3 18 25 -20 21 -19 -11 -12 -1 -17 -5 -6 -29 -7
right_child=1 4 10 26 14 29 8 -9 9 22 23 15 -14 -15 -16 17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001237662402941388 0.00076920897273797227 0.00051481470135055797 0.0011454628595263183 0.00072373944955567517 0.00051635065402213143 0.00096062146672570609 0.001062403074952658 0.00069603377614093948 0.001103597548715571 0.0006045489929401961 0.00076965395326993838 0.0013577809276180729 0.0014449981168462177 0.0011392405780309217 -3.8890305595223757e-05 0.0011711251225686517 0.00024528510780224638 0.0012586263995858142 0.00062665491844036113 0.0010642891358949391 0.0015182567689042577 0.00096632807299808557 0.00031152792680019147 0.00044405922987589649 0.0011481743700778315 0.0010829728351306543 0.00048820878890854815 0.00036380943947128113 6.5983276589000531e-05 0.0006503721561457056
leaf_weight=1117 24 48 28 48 23 22 30 22 22 173 47 43 59 127 21 367 49 82 21 40 21 27 22 20 216 272 37 43 24 26
leaf_count=1117 24 48 28 48 23 22 30 22 22 173 47 43 59 127 21 367 49 82 21 40 21 27 22 20 216 272 37 43 24 26
internal_value=0 0.000649141 0.00117115 0.000915033 0.000511228 0.00118576 0.000593959 0.00119401 0.000678509 0.000625437 0.000811872 0.00119885 0.00123256 0.00108043 0.000254836 0.0011451 0.000378661 0.00113408 0.00111443 0.000913628 0.00123986 0.00118622 0.00057149 0.000672461 0.00122316 0.0011336 0.000621214 0.000323372 0.000257125 0.00079257
internal_weight=0 691 2430 236 455 2335 344 2287 247 217 95 2265 1392 151 111 873 97 830 700 61 130 109 195 67 1333 639 85 90 67 48
internal_count=3121 691 2430 236 455 2335 344 2287 247 217 95 2265 1392 151 111 873 97 830 700 61 130 109 195 67 1333 639 85 90 67 48
is_linear=0
shrinkage=0.00196078


Tree=3939
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 1 2 2 2 4 2 132 52 1 457 43 1 52 14 51 1 13 3 1 4 16
split_gain=54.7464 9.10094 5.34215 5.25561 3.51328 2.78848 2.08738 2.03511 1.77984 1.69472 1.42104 1.1494 0.839899 1.01127 0.783616 0.789436 0.687387 0.664546 0.622778 0.948092 0.555092 0.540562 0.539323 0.720384 0.501637 0.440826 0.427036 0.39886 0.396836 0.392639
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.089775000000000008 -1.0000000180025095e-35 0.10045500000000002 -0.033174999999999989 0.17025000000000004 0.083835000000000007 -0.56176499999999996 0.091195000000000012 0.080930000000000016 -0.016814999999999997 0.11588000000000001 -0.16675999999999999 -0.46166999999999997 -0.065634999999999985 0.14262000000000002 -0.15078499999999997 -0.014944999999999998 0.11669000000000002 -0.036839999999999991 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 11 7 20 8 10 -5 17 26 -13 -14 25 24 -12 -1 -18 -20 -6 -10 -15 -24 -16 -4 -3 -25 -2 -7
right_child=1 2 14 9 6 29 -8 -9 21 -11 16 12 13 22 15 -17 18 -19 19 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.001398780737548078 0.0014321860004873838 0.00059388859244454805 0.00023175573031253673 0.0012209491301521298 0.0013280890454983459 0.00070300547245940475 0.00063746717773562089 0.00077564030569168482 0.0013461130948773787 0.00067775545144958577 0.0015131258029563754 0.001017609698807492 0.00098550907385548388 0.00082045505833781623 0.00016006726303441639 0.00042053093978514273 0.0012776726220771529 0.0012807826264682532 0.0013010043768861175 0.0007479373505090009 0.001010101237663807 0.0017147429177304379 0.00019552863753978145 0.000662890178202519 -0.0002586571762832994 0.00055284110589229427 0.00032524802552066955 0.00043960203660258065 0.0011254528573915071 0.0010589227126828276
leaf_weight=1106 50 35 31 34 39 26 46 24 20 63 45 24 27 30 22 20 775 220 26 22 46 65 21 89 22 35 65 47 24 22
leaf_count=1106 50 35 31 34 39 26 46 24 20 63 45 24 27 30 22 20 775 220 26 22 46 65 21 89 22 35 65 47 24 22
internal_value=0 0.000683976 0.000603833 0.00131543 0.000701323 0.00133388 0.000973921 0.00134363 0.00134961 0.000868153 0.00133883 0.000595671 0.000669788 0.00063078 0.000252119 9.75256e-05 0.00127715 0.0013792 0.00126425 0.00104752 0.001156 0.00162801 0.000579563 0.000533533 -4.9295e-05 0.000402028 0.000419272 0.000585724 0.0013327 0.000866134
internal_weight=0 673 599 2448 469 2351 131 2303 2279 97 2194 338 238 214 130 64 868 1326 823 48 85 85 187 157 44 66 100 136 74 48
internal_count=3121 673 599 2448 469 2351 131 2303 2279 97 2194 338 238 214 130 64 868 1326 823 48 85 85 187 157 44 66 100 136 74 48
is_linear=0
shrinkage=0.00196078


Tree=3940
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 16 0 15 2 1 4 13 130 160 13 3 160 1 0 4 16 42 4 10 1
split_gain=87.2956 13.7258 8.48278 7.632 5.91507 3.95954 3.05903 2.47361 2.27423 2.15278 1.44496 1.41879 1.73637 1.22531 1.04038 0.947865 0.920933 0.943438 1.16772 0.902203 0.896797 1.33337 0.855359 0.60881 0.597623 0.595399 0.593206 0.589344 0.558697 0.557519
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.09253500000000002 -0.5315899999999999 -0.10096999999999999 -0.12255999999999999 0.17025000000000004 0.075045000000000014 -0.15464999999999998 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.12711499999999995 -0.016279999999999996 0.085345000000000018 -0.030209999999999997 0.0082450000000000006 -0.016164999999999995 0.088295000000000012 -0.036839999999999991 -0.38124499999999995 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 16 7 -6 11 10 -5 -7 12 -1 19 23 -16 29 -18 -19 -4 21 -13 -14 -12 26 -20 -22 -2 -15 -3
right_child=1 2 13 9 6 8 -8 -9 -10 -11 14 20 22 28 15 -17 17 18 25 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018429685799347586 0.0016996309091063106 0.00066892736496102726 0.00030994316149425278 0.0014377108671957026 0.0014048894850778924 0.00097836621836120004 0.00074037839740499767 0.0020097159187332926 0.0010063857529377925 0.00082549298720691121 0.0014936610253602728 0.0010018979523938112 0.0015035789964515519 0.00022730427901836728 0.0017929577740371761 0.0014223524602949469 0.00041995244246779707 0.001228205512176041 0.00086061695103649221 0.00067611447696844988 0.0016953983497262394 0.0016435087426602663 0.0011774928838598961 0.0012448837853669009 0.0014710207824508157 0.00046996648843381921 0.0016071460865610765 0.0013258307295687059 -0.00019868836756430419 0.00043309404933456706
leaf_weight=35 50 119 86 34 84 20 39 70 39 63 380 20 65 29 83 39 20 28 60 37 989 33 59 42 61 20 416 24 20 57
leaf_count=35 50 119 86 34 84 20 39 70 39 63 380 20 65 29 83 39 20 28 60 37 989 33 59 42 61 20 416 24 20 57
internal_value=0 0.000781709 0.000683287 0.00157908 0.00083138 0.00160132 0.00119419 0.00164858 0.00146431 0.00104008 0.00149598 0.00163351 0.00145729 0.000315636 0.00151501 0.00167449 0.000684585 0.000811134 0.000883575 0.000420092 0.00165196 0.00140139 0.00134843 0.0014689 0.00166102 0.000762954 0.00166927 0.0015784 5.34297e-05 0.00059255
internal_weight=0 673 599 2448 427 2351 123 1748 603 97 564 1678 159 172 544 122 304 128 108 123 1519 53 124 422 1466 80 1405 74 49 176
internal_count=3121 673 599 2448 427 2351 123 1748 603 97 564 1678 159 172 544 122 304 128 108 123 1519 53 124 422 1466 80 1405 74 49 176
is_linear=0
shrinkage=0.00196078


Tree=3941
num_leaves=31
num_cat=0
split_feature=1 3 123 44 4 40 2 3 3 43 12 0 47 133 43 2 14 0 1 52 4 16 39 47 0 12 160 4 0 12
split_gain=4.36479 0.625051 0.555245 0.346497 0.419556 0.365074 0.317362 0.317362 0.272598 0.264044 0.237521 0.211002 0.226702 0.210359 0.270275 0.206753 0.193469 0.236695 0.387281 0.273344 0.215255 0.228322 0.170654 0.162605 0.160789 0.209281 0.209388 0.253983 0.298461 0.372716
threshold=0.10920500000000001 -0.053259999999999995 1.0000000180025095e-35 0.081805000000000017 0.36766000000000004 0.0046150000000000002 0.11411 0.31534000000000006 0.10893000000000001 -0.025214999999999998 -0.42850999999999995 -0.036484999999999997 0.090280000000000013 -1.0000000180025095e-35 -0.080324999999999994 0.15950500000000004 0.076175000000000007 -0.14001499999999997 0.085110000000000005 -0.067494999999999986 0.0033150000000000007 -0.061854999999999993 0.096625000000000016 0.090100000000000013 -0.085669999999999982 0.12757000000000002 -0.55045999999999984 -0.49405499999999997 1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 8 11 9 16 22 -9 12 -2 -4 -15 -12 17 18 -1 -20 24 -22 -3 -11 -19 26 -26 -28 -29 -30
right_child=1 7 13 -5 -6 -7 -8 10 -10 23 15 -13 -14 14 -16 -17 -18 20 19 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.024250752546570518 0.027773472300219922 0.0094166789341463969 0.022194383530454203 0.031385105023426667 0.011311301091644474 0.0088302671081489977 0.0098786926912310131 0.0092289251355188225 0.012234787602359668 0.010186604410280577 0.0034342153021134436 0.010700763224695738 0.016889076557941734 0.014199388423003258 0.0016131062314591626 -0.0091167149571923633 0.025376528551402901 0.02264917926210638 0.017077226546825842 0.0035479041282087567 0.020689822892072787 0.015611421743668853 0.0025004024012014272 0.017393763624810769 0.010579514168202879 0.011298786885648344 0.025261838565735769 0.020781624887989136 0.0027278899824956342 0.020098060698558889
leaf_weight=33 31 88 22 28 52 27 70 35 39 90 35 26 50 76 22 21 84 513 32 28 203 157 60 48 20 24 120 1036 21 30
leaf_count=33 31 88 22 28 52 27 70 35 39 90 35 26 50 76 22 21 84 513 32 28 203 157 60 48 20 24 120 1036 21 30
internal_value=0 0.0102117 0.019999 0.0203247 0.0201967 0.0203919 0.0151139 0.0079102 0.0205253 0.00954681 0.00276658 0.0185388 0.0210547 0.0133577 0.0113739 -0.00127238 0.0206658 0.0204873 0.0155493 0.0107635 0.0207035 0.0184751 0.00661278 0.0126934 0.0211583 0.0205469 0.0207278 0.0208959 0.020414 0.0129456
internal_weight=0 554 2567 2447 2419 2367 177 377 2340 286 91 107 81 120 98 56 2301 2217 93 60 2124 360 148 138 1764 1251 1227 1207 1087 51
internal_count=3121 554 2567 2447 2419 2367 177 377 2340 286 91 107 81 120 98 56 2301 2217 93 60 2124 360 148 138 1764 1251 1227 1207 1087 51
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 4 43 4 2 2 14 4 47 49 52 14 47 16 3 39 12 131 16 49 16 43 2 43
split_gain=57.2899 7.15763 6.17761 3.97796 3.6985 3.58949 2.24483 2.22535 2.11239 1.46677 1.59558 1.38114 1.27999 1.22382 0.99342 0.764537 0.733944 0.69001 0.6457 0.739173 0.707368 0.638758 0.584611 0.577899 0.707304 0.600509 0.564747 0.518029 0.51042 0.638741
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.092550000000000007 -0.16363499999999997 -0.025214999999999998 -0.029144999999999997 0.11177500000000001 0.11389000000000002 0.076175000000000007 -0.0086549999999999978 0.091680000000000011 -0.012034999999999999 0.048770000000000008 0.062655000000000016 0.077555000000000013 0.10994000000000002 0.090900000000000009 0.096625000000000016 0.11903500000000002 0.080385000000000012 -0.090344999999999995 -0.061079999999999988 -0.008904999999999998 -0.041049999999999996 0.089005000000000015 0.0010100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 11 8 12 -6 21 -10 -11 17 28 22 23 -2 -7 18 19 20 27 -3 -8 24 -9 -26 -12 -1 -4 -30
right_child=1 5 6 -5 7 16 13 14 9 10 26 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0010852932241283545 0.0009183817703788187 0.00061028364739218639 0.0014951697225868746 0.00067997987090427842 0.0014516883059054293 8.915069414988945e-05 0.0014231452081953926 0.0010587965498581736 0.0012903191352490167 0.0011165140829378828 0.00071732645791938666 0.00087330574103350518 0.0018015230254028855 0.0012319221644013618 0.0011912580973019258 0.0013413709215978628 0.00045315391091885519 0.0017181995797922267 0.0016102655770128698 0.0015394850873356632 0.0009527736713885426 0.00035772188576045595 0.0011816966155218699 0.00049373484143585558 0.00090440240477313515 0.00052635039082649191 0.00038143305653082606 0.001404309408517265 0.0014453467249310459 0.0012196764302710127
leaf_weight=28 20 99 973 74 31 57 470 41 23 34 67 22 47 233 31 92 34 22 31 38 28 63 42 20 35 30 27 65 286 58
leaf_count=28 20 99 973 74 31 57 470 41 23 34 67 22 47 233 31 92 34 22 31 38 28 63 42 20 35 30 27 65 286 58
internal_value=0 0.000714464 0.00139295 0.00103275 0.0011764 0.000567925 0.00143629 0.000971603 0.000667581 0.000834426 0.000752508 0.00134093 0.00148356 0.00134973 0.000876809 0.00126584 0.000225152 0.00138946 0.00135139 0.00130092 0.001226 0.000512065 0.00140334 0.000799444 0.000857125 0.000729917 0.000620846 0.00130826 0.00147222 0.0014073
internal_weight=0 590 2531 186 422 404 2109 188 313 151 128 234 1364 745 157 112 91 212 190 159 121 162 512 126 106 65 94 93 1317 344
internal_count=3121 590 2531 186 422 404 2109 188 313 151 128 234 1364 745 157 112 91 212 190 159 121 162 512 126 106 65 94 93 1317 344
is_linear=0
shrinkage=0.00196078


Tree=3943
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 47 4 2 2 0 14 1 12 2 47 15 34 2 4 0 4 3 3 15 15 4 10
split_gain=74.3052 12.0873 7.52202 6.07054 4.43534 3.35796 3.03606 2.61724 2.57872 1.65858 1.58391 1.58164 1.53799 2.59194 2.22042 1.33087 1.00327 0.925318 0.704143 0.67647 0.934958 0.736236 0.660659 0.606159 1.21392 0.573523 0.566756 0.565125 0.537709 0.53001
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.062655000000000016 0.09253500000000002 0.13082500000000002 -0.065794999999999979 0.17025000000000004 0.11474000000000002 -0.10096999999999999 -1.0000000180025095e-35 0.085110000000000005 0.091475000000000015 0.094835000000000017 0.090100000000000013 -0.03241999999999999 -0.038779999999999995 0.13622000000000004 0.42051500000000003 -0.23091999999999999 -0.51843499999999987 -0.14989499999999997 -0.047929999999999993 -0.095869999999999983 -0.45963999999999994 0.23246000000000003 -0.38851999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 12 16 10 -7 19 28 13 -1 -15 23 -5 22 -17 -4 21 -21 -3 -14 -25 -11 -16 -23 -6 -12
right_child=1 2 8 7 11 9 -8 -9 -10 25 29 -13 15 14 26 18 -18 -19 -20 20 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001947512621973075 0.0014878863974313863 0.00093365701786777221 0.00019906506821692978 0.001660351097291591 0.0014434378297683689 0.00071189922639747075 0.0018856317131439569 0.00078473827304026368 0.0009013043937165237 0.0013591096671455129 0.00021183113664924319 0.00074780894218170958 0.0018180042905967776 0.0014414104768105986 0.0012207780846583297 0.0013515249688029476 0.0011599291880422676 0.001008735405888787 0.0014955516714202314 0.00087188968516221758 0.00032633962555927602 0.0006930954142601466 0.00060887621145320028 0.0011794746600036674 0.0015666466487116223 0.0010064871259986741 0.00087284838581916293 0.00026298359346886476 0.001112611203217039 -0.00018885243839585121
leaf_weight=25 76 28 39 24 51 21 85 64 37 114 30 24 35 121 30 187 43 33 432 31 71 24 172 32 1151 21 45 23 30 22
leaf_count=25 76 28 39 24 51 21 85 64 37 114 30 24 35 121 30 187 43 33 432 31 71 24 172 32 1151 21 45 23 30 22
internal_value=0 0.000750176 0.000659011 0.00147887 0.000855321 0.00150226 0.00152248 0.00106831 0.000419471 0.00122452 0.000345189 0.00118992 0.00150748 0.00135294 0.0012771 0.00152607 0.00133918 0.000704538 0.00145204 0.000428964 0.000489138 0.000637327 0.000654346 0.0015637 0.00155617 0.00130426 0.00101202 0.000482615 0.00132091 4.23112e-05
internal_weight=0 691 615 2430 338 2299 2143 131 277 156 240 105 2058 221 196 1837 67 233 619 188 149 78 200 1218 1183 135 75 47 81 52
internal_count=3121 691 615 2430 338 2299 2143 131 277 156 240 105 2058 221 196 1837 67 233 619 188 149 78 200 1218 1183 135 75 47 81 52
is_linear=0
shrinkage=0.00196078


Tree=3944
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 4 1 2 2 4 14 2 123 49 52 2 1 1 14 49 40 457 12 12 1 1 49 16 50
split_gain=54.1013 9.14715 4.86713 3.88242 3.18059 2.43776 2.4084 2.28445 2.27624 1.98016 1.97587 1.74757 1.19087 0.860561 0.848901 0.812422 0.723185 0.661862 0.618698 0.601035 0.59671 0.595242 0.491629 0.876794 0.468379 0.447725 0.417785 0.504598 0.678813 0.374343
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.36766000000000004 0.092845000000000025 0.13754500000000003 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.089775000000000008 0.10695000000000002 -0.054984999999999992 -0.56176499999999996 0.094835000000000017 0.16175000000000003 0.12165500000000001 -0.23083499999999998 0.088340000000000016 -0.077714999999999992 0.080930000000000016 0.086915000000000006 0.095780000000000018 0.087135000000000004 0.11414000000000001 -0.066019999999999981 -0.29154999999999992 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 5 21 8 16 11 -7 -11 12 25 19 -2 -14 -1 29 -5 -12 -18 -3 24 -24 -17 -4 27 -21 -29 -6
right_child=1 4 6 18 17 9 -8 -9 -10 10 13 -13 15 -15 -16 22 20 -19 -20 26 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015491120976393296 0.00096575578034009321 0.00061858975276829649 0.0015092280546503999 0.00091332600902917704 0.0003243327265057079 0.0012982043818710676 0.00076838400287955412 0.00079804238253820901 0.00096945151110205876 0.0013078161644712026 0.00098017423822960217 0.0017338748803855729 0.0016533150582676655 0.00032576808582445262 0.0013678607248921297 0.00142948872188891 0.00093138098444339203 1.8089842729541765e-05 0.00057006866144889605 0.0010048669126575889 0.0013527170804535308 0.00031124298858876319 0.00091990458222069573 0.0014556494007126855 0.0013292054605736584 0.0014298927697532719 0.00056091945415628452 0.00087393166053862791 0.00048194758669294492 0.00062696662874238266
leaf_weight=28 24 47 921 52 55 30 20 64 37 23 34 86 43 21 127 442 24 21 33 26 28 50 24 23 301 389 58 35 33 22
leaf_count=28 24 47 921 52 55 30 20 64 37 23 34 86 43 21 127 442 24 21 33 26 28 50 24 23 301 389 58 35 33 22
internal_value=0 0.000802017 0.0014238 0.00111526 0.000639543 0.000725436 0.00144582 0.00107416 0.0014518 0.000824403 0.000762602 0.00145981 0.00144881 0.000702023 0.00130395 0.00139085 0.00129505 0.000326647 0.000780061 0.000744504 0.00115825 0.000460164 0.00137656 0.00118208 0.00138886 0.00148567 0.000691788 0.000772536 0.000683704 0.0004108
internal_weight=0 691 2430 236 455 357 2286 144 2266 260 230 2229 2143 207 151 833 80 98 85 186 52 97 790 47 743 1310 152 94 68 77
internal_count=3121 691 2430 236 455 357 2286 144 2266 260 230 2229 2143 207 151 833 80 98 85 186 52 97 790 47 743 1310 152 94 68 77
is_linear=0
shrinkage=0.00196078


Tree=3945
num_leaves=31
num_cat=0
split_feature=1 52 3 52 2 4 14 51 43 2 2 0 43 43 4 3 0 15 13 3 4 157 15 0 51 156 0 52 13 12
split_gain=4.76395 1.12012 0.636305 0.443497 0.330251 0.421649 0.309758 0.294113 0.301992 0.276857 0.236423 0.284315 0.234076 0.204301 0.207334 0.199079 0.183418 0.224995 0.180491 0.183267 0.164642 0.323126 0.162122 0.202955 0.160224 0.156228 0.152997 0.157768 0.184896 0.166335
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 0.19022000000000003 0.11362000000000001 -0.068329999999999988 0.062655000000000016 -0.41904999999999998 -0.010344999999999998 -0.090999999999999984 0.10467500000000002 -0.026509999999999995 -0.24021999999999996 -0.52440999999999993 -0.51843499999999987 0.090900000000000009 -0.10474999999999998 -0.41396999999999995 0.17001000000000002 -0.0069549999999999994 0.015030000000000002 -0.022224999999999998 -0.086254999999999984 -0.14001499999999997 0.11984500000000002 0.091335000000000013 -0.11991499999999998 1.0000000180025095e-35 -0.083764999999999992 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 -6 9 -3 12 -1 11 -10 -9 -11 -15 20 22 -18 19 -14 -16 -22 23 -4 -5 -17 -23 29 -29 -28
right_child=1 2 16 24 5 -7 -8 8 10 13 -12 -13 18 14 15 25 17 -19 -20 -21 21 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.010322882318059388 0.021855873322826538 0.022550300836917902 0.0047586472782616823 0.016338367892636194 0.0032913937501143666 0.018725265188946984 0.027290469099005517 0.017191911123406428 0.023625186230175389 0.011770226670937106 0.011174800391379282 0.0089603025279939175 0.0099632226777765422 0.028412010456391038 0.021879299775400415 0.014155714010389953 0.0069199841050431136 -0.0071879449587028757 -0.0010248924867482857 0.0033966915185713225 0.0069114164775237437 0.024647877100659046 1.306603980165991e-05 0.018049459196627142 0.026916759070895968 0.023745304556644482 0.018886066327188707 0.01791918261631115 0.028802751211656465 0.010067736483629674
leaf_weight=23 102 21 27 45 20 154 88 26 39 22 149 20 152 42 1670 65 20 26 24 59 20 57 22 20 21 23 69 37 27 31
leaf_count=23 102 21 27 45 20 154 88 26 39 22 149 20 152 42 1670 65 20 26 24 59 20 57 22 20 21 23 69 37 27 31
internal_value=0 0.0120924 0.0106083 0.0120088 0.0211433 0.0169513 0.0214788 0.0109722 0.0104538 0.0212337 0.0132963 0.018654 0.00818853 0.0213553 0.0214586 0.0213125 0.00383716 -0.00105406 0.00719241 0.00812708 0.0215267 0.0190833 0.00709797 0.0104143 0.0197042 0.0166621 0.0201848 0.0186337 0.0225107 0.0161524
internal_weight=0 773 671 556 2348 174 2174 490 469 2086 208 59 261 2063 2041 1999 115 46 235 211 1911 241 69 47 66 88 221 164 64 100
internal_count=3121 773 671 556 2348 174 2174 490 469 2086 208 59 261 2063 2041 1999 115 46 235 211 1911 241 69 47 66 88 221 164 64 100
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 12 4 4 3 4 4 11 50 1 47 11 4 3 15 0 16 52 1 124 34 13 12 43 2 3
split_gain=62.0023 8.11195 6.9961 6.09814 3.7983 2.6683 2.66822 2.14658 1.66821 1.52 1.33352 1.27034 1.21704 1.21324 1.12594 1.05373 0.824811 1.13216 0.81777 0.792991 0.770331 0.732786 0.983707 0.697654 0.687676 0.68693 0.672915 0.629016 0.610919 0.594292
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.091475000000000015 0.27044500000000005 -0.16363499999999997 -0.11171999999999999 -0.033174999999999989 -0.0086549999999999978 1.0000000180025095e-35 0.041865000000000006 0.12337000000000002 0.077555000000000013 0.080150000000000013 -0.046564999999999988 0.092670000000000016 -0.081924999999999984 -0.13027499999999997 -0.073404999999999984 1.0000000180025095e-35 0.10089500000000001 -0.072314999999999977 -1.0000000180025095e-35 -0.0030199999999999997 0.093965000000000007 -0.083134999999999987 0.13404500000000005 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 11 26 -6 -1 25 20 19 18 -11 16 -13 -10 -18 -3 -4 -7 22 23 -9 -15 -2 -5 -24 -26 -22
right_child=1 12 5 6 7 10 -8 21 14 13 -12 15 -14 24 -16 -17 17 -19 -20 -21 29 -23 27 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00096799325462020545 0.00086336185788864369 0.00035737558490028689 0.0012088773540811601 0.0016785076253262221 0.0015334931291182685 0.0016098477285311072 0.00081833545243078696 0.00086951731816351581 0.0016247372205310613 0.00081819843992619716 0.0013416257784885945 0.0020829031454171212 0.00070802505274175425 0.00033997250163891147 0.0018331195428675296 0.0016464194594425898 0.001431113202277011 0.00093796359219068721 -5.7801058574113995e-05 0.0015933662102782411 0.0016658202215444808 0.0012922176479886762 0.00097166547889878372 0.0012903201897903631 0.00077086886987577077 0.0013602303311813111 0.0013089897974611368 0.00060343778866971912 0.00038927070739324136 0.0014330823986629662
leaf_weight=26 23 76 21 24 31 203 44 28 58 142 252 37 30 40 32 50 96 22 24 1150 48 23 31 33 54 20 90 42 23 348
leaf_count=26 23 76 21 24 31 203 44 28 58 142 252 37 30 40 32 50 96 22 24 1150 48 23 31 33 54 20 90 42 23 348
internal_value=0 0.000794134 0.00149998 0.000916359 0.00126952 0.00154609 0.00122848 0.00106198 0.00143626 0.000753063 0.00146129 0.00160345 0.000361647 0.000696383 0.00149479 0.00183205 0.00143328 0.00133917 0.000257733 0.00158647 0.00151164 0.000968879 0.000913381 0.00109716 0.000548539 0.00109446 0.00138678 0.000759808 0.000656885 0.00146129
internal_weight=0 590 2531 460 422 2109 158 188 234 302 851 1258 130 259 208 87 176 118 100 1171 599 157 134 61 117 43 114 73 77 396
internal_count=3121 590 2531 460 422 2109 158 188 234 302 851 1258 130 259 208 87 176 118 100 1171 599 157 134 61 117 43 114 73 77 396
is_linear=0
shrinkage=0.00196078


Tree=3947
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 44 4 40 457 43 42 1 12 11 15 51 3 1 13 4 13 16 12 159 16 1 120 13 39 43
split_gain=4.26243 0.612484 0.570162 0.476109 0.340478 0.323122 0.3779 0.339244 0.262234 0.230986 0.206738 0.197192 0.185864 0.244476 0.288278 0.374587 0.232821 0.925822 0.19463 0.189185 0.209873 0.182501 0.182163 0.181841 0.170673 0.168024 0.155834 0.251676 0.17084 0.147768
threshold=0.10920500000000001 0.13604000000000002 0.08128500000000001 0.085055000000000006 0.2623950000000001 0.081805000000000017 0.36766000000000004 0.0046150000000000002 0.29113500000000009 -0.079914999999999986 -0.076394999999999977 0.16773500000000005 0.11734000000000001 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 -0.12018999999999998 0.080270000000000022 -0.15416999999999995 -0.076779999999999987 -0.081659999999999996 0.058835000000000005 0.093965000000000007 -0.085489999999999997 -0.10850999999999998 0.11323000000000001 1.0000000180025095e-35 -0.016469999999999995 0.092310000000000017 -0.095049999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 22 6 7 8 12 -2 -4 26 13 16 15 -15 17 29 -18 23 -21 25 -5 -20 -16 -11 27 -3 -29 -1
right_child=1 11 10 4 -6 -7 -8 -9 -10 21 -12 -13 -14 14 24 -17 18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.026993260473012926 0.0039542035565578509 0.0045512049569030452 0.021632150418701628 0.028008472360670569 0.0085121902065085527 0.030625421952988421 0.011549274048216089 0.00886424436337418 0.0092713726515119728 0.015733339654696289 0.010635859662105087 -0.0035038412101288407 0.015678670324471799 0.024185817516170063 0.024737257879626537 0.0088457464729435747 0.011389385468404119 -0.0037739344686269758 0.030045328170061114 0.02120195392434163 0.01852218927948 0.020307541985530406 0.017705293418839575 0.021377986908386604 0.035988842266110273 0.0083413153275141375 -0.0018272050516679886 0.018988805507811218 0.0066954211750999103 0.016732416877493963
leaf_weight=25 56 90 21 22 35 28 54 27 22 41 92 23 86 78 28 20 24 20 25 507 690 20 78 762 26 123 20 26 20 32
leaf_count=25 56 90 21 22 35 28 54 27 22 41 92 23 86 78 28 20 24 20 25 507 690 20 78 762 26 123 20 26 20 32
internal_value=0 0.00995281 0.0196246 0.01225 0.0170009 0.0199444 0.0198211 0.0200095 0.0201378 0.00957765 0.0126794 0.00514019 0.0202407 0.0204161 0.0242879 0.0210552 0.0201338 0.0147375 0.0203407 0.020449 0.0196572 0.0112891 0.019972 0.0216533 0.0301547 0.0101893 0.00641463 0.00762666 0.0136439 0.0212328
internal_weight=0 554 2567 375 135 2454 2426 2372 2345 240 113 179 2323 2237 152 98 2085 77 2008 1984 1197 184 100 787 54 164 156 136 46 57
internal_count=3121 554 2567 375 135 2454 2426 2372 2345 240 113 179 2323 2237 152 98 2085 77 2008 1984 1197 184 100 787 54 164 156 136 46 57
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=31
num_cat=0
split_feature=1 4 2 12 15 13 0 14 4 2 2 130 14 0 52 15 0 4 16 52 4 4 160 1 47 0 1 49 13 3
split_gain=3.48083 0.801494 0.656793 0.474891 0.32226 0.311292 0.261712 0.208439 0.223582 0.195471 0.268847 0.238244 0.19192 0.191659 0.241762 0.292263 0.191531 0.185136 0.269708 0.265479 0.184993 0.400499 0.295844 0.181001 0.26378 0.180244 0.18357 0.175559 0.172044 0.170219
threshold=0.10124500000000002 -0.17966999999999997 0.13754500000000003 1.0000000180025095e-35 -0.079929999999999987 -0.011289999999999998 0.22582000000000002 0.062655000000000016 0.033845000000000007 -1.0000000180025095e-35 0.092235000000000025 -1.0000000180025095e-35 -0.22253999999999999 -0.11173999999999999 -0.082554999999999976 -0.095869999999999983 -0.07929499999999999 -0.0086549999999999978 -0.29154999999999992 -0.07167999999999998 -0.39518999999999993 -0.111605 -0.080719999999999986 0.083345000000000016 0.084210000000000021 -0.10474999999999998 0.13927000000000003 -0.061079999999999988 -0.11122999999999998 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 9 25 -2 7 8 13 -3 -11 -12 -13 14 -1 -16 -15 -14 -19 -20 -18 22 -22 -10 -25 -4 -27 -17 -5 -23
right_child=1 2 4 28 -6 -7 -8 -9 23 10 11 12 17 16 15 27 20 18 19 -21 21 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.022958917318927973 0.0080822211584414948 0.0046921243211070062 0.012463899917202072 0.0074454214643678981 -0.0060060244894796812 0.021532145724926569 0.0066427739756181846 0.022877071396018682 0.016661930551680811 0.019758152291178707 -0.001058174430562014 0.016284521892176648 0.01466036330625814 0.019329309382241509 0.020706661571083324 0.013031747998585079 0.020821231210037421 0.010349805619386929 0.0075250724796205766 -0.0078708572501671459 -0.0012701315805315973 0.017655161392891177 0.014830053262412549 0.0021553605653183614 0.01565807028613889 0.007613088826606558 -0.0018097373725583729 0.00078336956724524504 0.015786056014916366 0.008651579565114597
leaf_weight=22 22 101 28 29 31 79 20 89 260 25 22 38 35 1183 21 22 115 67 24 21 21 461 25 23 39 44 39 25 168 22
leaf_count=22 22 101 28 29 31 79 20 89 260 25 22 38 35 1183 21 22 115 67 24 21 21 461 25 23 39 44 39 25 168 22
internal_value=0 0.0102966 0.00904825 0.0106665 0.00300844 0.0186025 0.0180332 0.018131 0.0179424 0.00836413 0.00996271 0.00877969 0.0099496 0.0183519 0.0138469 0.0108989 0.0185739 0.008312 0.00632813 0.000340305 0.0171862 0.0163959 0.00747997 0.0155042 0.010649 0.00552599 0.0031855 0.00651665 0.0145582 0.0172451
internal_weight=0 773 672 530 142 101 2348 2328 2239 333 232 207 185 1917 90 68 1827 147 112 45 644 529 46 322 62 111 83 47 197 483
internal_count=3121 773 672 530 142 101 2348 2328 2239 333 232 207 185 1917 90 68 1827 147 112 45 644 529 46 322 62 111 83 47 197 483
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 43 3 49 0 12 12 4 147 51 14 133 3 1 124 11 43 15 0 16 13 456 49 1 159 16
split_gain=2.83815 0.683979 0.49785 0.4657 0.409032 0.296224 0.271994 0.234841 0.234003 0.231456 0.220375 0.22023 0.203417 0.194884 0.196814 0.176949 0.166264 0.259419 0.162505 0.159973 0.348395 0.387132 0.213161 0.151334 0.14537 0.136781 0.136234 0.180524 0.133873 0.237703
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.078139999999999973 0.11924500000000002 -0.11720999999999999 0.31370500000000007 -0.08130999999999998 -0.062764999999999974 -0.42850999999999995 0.099815000000000015 -0.034939999999999992 0.089365000000000014 -0.40274499999999996 -0.46166999999999997 0.086695000000000008 -0.0063699999999999989 0.095950000000000021 -0.086289999999999992 1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 -0.13843999999999998 0.0057500000000000008 0.25761500000000009 0.087225000000000011 -0.026779999999999995 0.11039500000000001 0.0089800000000000019 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 -4 11 15 18 -8 19 -2 16 -13 -15 -7 17 -5 -9 22 21 -21 -3 -24 -12 28 -6 -28 -25 -30
right_child=6 10 3 4 26 7 9 8 -10 -11 24 13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.0019270025537875685 0.014847930800169707 0.0062972446437925102 0.01530587646197908 0.017249425441365353 0.014088534203398487 0.018296182392673058 0.0079554873422774328 0.0047135483867560444 0.010807616502046586 -0.0025042766388131505 0.013490146305614901 0.015190222242381424 0.0080079308226704612 0.013837038926207102 0.0045514345563136367 0.0052997983526438478 0.018769488948618147 0.0035137729626148941 -0.0063629578335503882 0.0066385699221864344 0.030718916822224857 0.020447919739375792 0.01715007792519754 0.014988754801615552 0.020021633490135797 0.020347875447968317 -0.0020419023088401275 0.011070225757014539 0.0017885634594637413 0.015508721728942224
leaf_weight=23 38 20 49 44 23 22 34 26 25 56 330 24 25 26 187 20 213 20 27 25 25 108 1334 228 38 38 21 21 23 28
leaf_count=23 38 20 49 44 23 22 34 26 25 56 330 24 25 26 187 20 213 20 27 25 25 108 1334 228 38 38 21 21 23 28
internal_value=0 0.0156027 0.0124796 0.0130978 0.015098 0.0087541 0.00621895 0.00607879 0.0028326 0.00144719 0.0163974 0.00778061 0.0166469 0.00664745 0.00568489 0.0121074 0.0174265 0.012957 -0.0009292 0.0168466 0.0198881 0.0178522 0.0165591 0.0166834 0.0141646 0.0147194 0.00790202 0.00451416 0.0139528 0.0093212
internal_weight=0 2756 559 536 367 169 365 120 78 90 2197 275 302 237 213 42 277 64 53 1829 158 133 1671 1651 368 317 65 42 279 51
internal_count=3121 2756 559 536 367 169 365 120 78 90 2197 275 302 237 213 42 277 64 53 1829 158 133 1671 1651 368 317 65 42 279 51
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 10 43 10 2 4 15 4 4 0 15 49 0 16 13 160 2 4 0 0 13 3 1446 43 42 133
split_gain=2.2989 0.554023 0.403259 0.377217 0.331316 0.261803 0.239941 0.237636 0.381481 0.206675 0.225234 0.204339 0.195864 0.195606 0.218304 0.190221 0.189543 0.172999 0.166965 0.155524 0.175194 0.167779 0.149303 0.164669 0.146432 0.218362 0.169917 0.146335 0.149468 0.143329
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.078139999999999973 0.11924500000000002 -1.0000000180025095e-35 -0.11720999999999999 1.0000000180025095e-35 0.11870500000000002 -0.04890499999999999 -0.41942499999999994 0.51388000000000011 0.053180000000000012 0.0059850000000000016 -0.090644999999999989 -0.08130999999999998 -0.062764999999999974 0.023255000000000001 0.0061450000000000003 -0.086829999999999977 0.092120000000000021 -0.0016099999999999997 -0.23194499999999998 -0.15202999999999997 -0.083764999999999992 -0.15447499999999995 0.11483500000000001 -0.52440999999999993 -0.14609499999999997 0.086695000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 18 13 -4 8 -7 -10 11 -11 24 14 -2 29 -17 -12 19 -5 21 -21 -22 -24 25 -3 27 -26 -29 -8
right_child=5 12 3 4 -6 7 15 -9 9 10 17 -13 -14 -15 -16 16 -18 -19 -20 20 22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0017343022506279143 0.0077546618284213761 0.02620746786282821 0.013775288784752924 0.020776504803448916 0.0071118148931194674 0.014717274531374561 0.016466564151712441 0.00061328779265750204 0.014001697269626535 0.014404114533681423 0.0039249330719550403 0.0029163295635953549 0.012302148542805022 -0.007724225325953394 -0.005040968067478389 -0.00083628003836943307 0.009726854752749205 -0.0060796790076419714 0.0076267884378986702 0.013142428254165376 0.0042959897468487418 0.021104280497105318 0.021678023831918837 0.01147992049484042 0.022265006206929686 0.016053334239253227 0.0060173056260480187 0.019288894181538906 0.014293266127304714 0.0047698183264583346
leaf_weight=23 40 22 49 50 65 67 22 48 26 32 56 30 283 21 20 53 25 25 28 48 21 59 20 76 25 567 23 63 1214 20
leaf_count=23 40 22 49 50 65 67 22 48 26 32 56 30 283 21 20 53 25 25 28 48 21 59 20 76 25 567 23 63 1214 20
internal_value=0 0.0140425 0.0112316 0.011788 0.0135882 0.00559705 0.00787869 0.00702734 0.0083319 0.00580041 0.00430927 0.00884551 0.0147577 0.000582202 0.00348945 0.00547091 0.00254934 0.00083709 0.0149822 0.0157338 0.0146082 0.0175326 0.0119338 0.0136045 0.0151207 0.0164326 0.0145375 0.0146881 0.0145397 0.0108967
internal_weight=0 2756 559 536 367 365 169 284 236 169 143 62 2197 81 60 120 78 81 302 274 224 107 117 96 1914 589 1325 1302 1277 42
internal_count=3121 2756 559 536 367 365 169 284 236 169 143 62 2197 81 60 120 78 81 302 274 224 107 117 96 1914 589 1325 1302 1277 42
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 1 124 42 48 42 9 4 133 4 133 10 15 41 49 0 0 3 3 15 16 1427 160 0 51 3
split_gain=1.86211 0.448759 0.326639 0.305546 0.268366 0.239874 0.230042 0.216746 0.352538 0.252346 0.183189 0.258608 0.175314 0.171218 0.16473 0.145232 0.138972 0.164503 0.203827 0.146687 0.159852 0.138286 0.123326 0.120634 0.120598 0.186768 0.185903 0.358226 0.169385 0.12395
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.078139999999999973 0.11924500000000002 0.14860500000000001 -0.087894999999999987 -0.093284999999999993 0.083685000000000009 0.08426500000000002 0.081890000000000004 0.40124500000000002 0.086990000000000012 -0.033174999999999989 -0.080849999999999991 -1.0000000180025095e-35 0.13592500000000005 0.083525000000000016 -0.14917999999999998 -0.14920999999999998 -0.14001499999999997 -0.11171999999999999 -0.0096849999999999974 -0.43375999999999998 0.013515000000000001 0.083935000000000023 -0.081069999999999989 -0.070889999999999995 0.13995500000000002 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 21 13 -4 -8 9 -9 11 16 -10 -2 -15 -7 17 18 -3 -20 -21 -5 23 -16 28 26 27 -26 -22 -28
right_child=5 10 3 4 -6 15 7 8 12 -11 -12 -13 -14 14 22 -17 -18 -19 19 20 24 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0015608719489334719 0.012021457765430652 0.02357210323214531 0.014875099992740058 0.0063610769882798193 0.0064006334127715003 -0.0070028135320171717 0.014696653446437613 -0.0074882744907346713 0.013352283511994757 0.0064538960145520312 0.021177126322110218 0.0034506444560570854 0.0025760808708862621 0.013743972529967627 0.012433735082118676 0.0028757832786220168 0.0077369595560329886 0.0063006543488882023 0.019348786440791518 0.005664070389509477 0.013989892746397765 0.014126809578223343 0.0022675789763161448 0.0049415865612878326 0.012934956553488456 0.02052332333599528 0.013651872571155136 -0.0042146770372277218 0.0070488200264258519 0.0098316398899596941
leaf_weight=23 44 20 31 25 65 22 21 34 36 21 29 27 26 21 29 46 44 32 41 27 1503 277 120 83 29 24 229 21 36 135
leaf_count=23 44 20 31 25 65 22 21 34 36 21 29 27 26 21 29 46 44 32 41 27 1503 277 120 83 29 24 229 21 36 135
internal_value=0 0.0126382 0.0101085 0.0106092 0.0122294 0.00503735 0.00709082 0.00534218 0.00366317 -0.0021649 0.0132819 0.0131763 0.00883323 0.006264 0.0052627 -0.000320233 0.0132989 0.0134156 0.0135259 0.0134276 0.0133065 0.013484 0.004495 0.00688152 0.0134109 0.0119468 0.0114497 0.00573211 0.0138275 0.012235
internal_weight=0 2756 559 536 367 365 169 138 117 55 2197 2168 62 297 253 68 2141 2097 2065 2045 2004 302 232 112 1977 438 414 50 1539 364
internal_count=3121 2756 559 536 367 365 169 138 117 55 2197 2168 62 297 253 68 2141 2097 2065 2045 2004 302 232 112 1977 438 414 50 1539 364
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 14 1 2 4 2 4 1 12 4 1 13 474 12 47 0 150 2 4 4 15 10 1420
split_gain=77.6733 12.5917 7.94026 6.26832 4.14508 4.07529 2.8891 2.44875 2.3325 1.86401 1.86195 1.68515 1.49791 1.4845 0.918955 1.04435 0.647426 0.956786 0.603686 0.571402 0.489692 0.483927 0.486586 0.486513 0.48171 0.441538 0.423411 0.410966 0.549898 0.409023
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.091265000000000013 0.40473500000000007 0.14753000000000002 0.27834500000000006 0.086920000000000011 0.08401500000000002 -0.013514999999999998 0.089770000000000016 -1.0000000180025095e-35 0.10008000000000002 0.095780000000000018 1.0000000180025095e-35 -0.23091999999999999 0.11648500000000002 0.14960000000000004 -0.036839999999999991 -0.0019149999999999998 -0.41942499999999994 -0.38124499999999995 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 5 4 6 21 8 12 10 -5 14 -7 13 -4 29 26 19 20 -15 -12 -18 22 -3 -24 -6 -2 -16 -14 -29 -1
right_child=1 2 7 9 24 11 -8 -9 -10 -11 16 -13 27 18 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020442497913910895 0.001811754127662237 0.0011233834701091969 0.00099635084579680479 0.0015856477783213025 0.0013748583016973553 0.001555774300485044 0.0010364043760427179 0.0010968349036964463 0.0020710285916493163 0.0010127048306011455 0.0016922082270349503 0.0010229702242077353 0.00052616619961518864 0.00047651082663756496 0.0012412306683070185 0.0017428550185450771 0.0016885340733919594 0.0012169100398964742 0.00081259135431464629 0.0020040682717865589 0.001529886640616363 0.0011135858262817703 0.00088420632241577822 0.00055712694758731939 0.00098063221726662087 0.0014775363754491514 0.0015822247422042014 0.000461468955903661 6.7717871580005084e-05 0.001803967848838325
leaf_weight=28 55 28 40 34 22 74 22 37 84 61 384 33 32 86 21 349 182 24 27 24 127 44 139 20 26 21 42 25 30 1000
leaf_count=28 55 28 40 34 22 74 22 37 84 61 384 33 32 86 21 349 182 24 27 24 127 44 139 20 26 21 42 25 30 1000
internal_value=0 0.000966458 0.00087341 0.00171148 0.00173157 0.0010751 0.00174354 0.000627301 0.00175041 0.00121776 0.00173806 0.00139145 0.000554915 0.000671725 0.00177915 0.00170091 0.00165819 0.00159404 0.000556813 0.00171055 0.00162333 0.00092857 0.000885037 0.000843064 0.00116132 0.0017194 0.00146856 0.000349489 0.000246696 0.00181051
internal_weight=0 691 615 2430 2335 338 2287 277 2265 95 2181 107 240 153 1440 412 741 333 113 408 309 231 187 159 48 76 63 87 55 1028
internal_count=3121 691 615 2430 2335 338 2287 277 2265 95 2181 107 240 153 1440 412 741 333 113 408 309 231 187 159 48 76 63 87 55 1028
is_linear=0
shrinkage=0.00196078


Tree=3953
num_leaves=31
num_cat=0
split_feature=4 3 2 149 12 15 45 10 147 2 2 1 42 34 9 41 15 49 455 457 0 0 4 1 150 48 52 16 4 12
split_gain=1.86226 0.617348 0.490076 0.293931 0.285611 0.268539 0.256944 0.23499 0.206748 0.186475 0.217845 0.180917 0.16481 0.140756 0.128224 0.128049 0.134106 0.167835 0.128916 0.179871 0.142859 0.224784 0.180849 0.151782 0.121738 0.126537 0.118845 0.4324 0.118034 0.18756
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.010834999999999999 -0.14601999999999996 0.084355000000000013 -0.079859999999999987 0.090635000000000007 -0.0091949999999999983 0.094095000000000012 0.12000500000000001 0.11934000000000002 -0.085489999999999997 0.081890000000000004 0.083525000000000016 0.13592500000000005 -0.15302999999999997 0.088355000000000003 0.21672000000000002 -0.14920999999999998 -0.13455999999999999 0.022185000000000003 0.081670000000000006 -0.091259999999999994 0.093265000000000015 -0.065544999999999978 -0.39185999999999993 -0.17966999999999997 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 8 -2 12 13 -11 -9 14 -7 15 16 17 -6 19 20 22 -22 23 -19 -23 28 -13 -28 -26 -30
right_child=3 -3 -4 -5 6 9 -8 11 -10 10 -12 26 -14 -15 -16 -17 -18 18 -20 -21 21 24 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.019854442669969538 -0.0032219076857496151 0.0036808962068365265 -0.0016557152727213892 0.014737578072319076 0.022288967122916472 0.0097737032793123613 0.022365487757469379 0.0076186292530370089 0.0058852300047874456 0.016214364919472823 0.0078205077427600574 -0.0032733967490327942 0.0093468530770624055 -0.00049173103111303036 0.020765505669017637 0.0073269122410291702 0.0066338911153642202 0.021318145247112792 0.021501869894564152 0.0042264607291491261 0.0055088910778673984 0.02087956273885952 0.023391574586275967 0.011380686640155083 0.016208685510791836 0.010396774873876845 0.000891087668377065 0.015946361048069471 0.0037397072417661549 0.013482145553290926
leaf_weight=23 39 75 23 28 22 22 31 140 38 44 104 28 100 34 24 34 28 22 20 21 36 22 32 51 160 131 93 24 20 1652
leaf_count=23 39 75 23 28 22 22 31 140 38 44 104 28 100 34 24 34 28 22 20 21 36 22 32 51 160 131 93 24 20 1652
internal_value=0 0.0126298 0.012879 0.00490777 0.0130041 0.0096111 0.0133193 0.00405828 0.0132031 0.00845621 0.010316 0.00505452 0.0133201 0.00354112 0.0134948 0.0134173 0.0135107 0.0135986 0.0135104 0.013436 0.0135269 0.0133401 0.0171233 0.0143755 0.0134821 0.0133992 0.00257882 0.00397935 0.0136139 0.0133656
internal_weight=0 2769 2694 352 2671 227 2444 324 2413 204 148 285 2375 56 2275 2251 2217 2189 2167 2147 2126 2021 105 73 1985 1963 145 117 1832 1672
internal_count=3121 2769 2694 352 2671 227 2444 324 2413 204 148 285 2375 56 2275 2251 2217 2189 2167 2147 2126 2021 105 73 1985 1963 145 117 1832 1672
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=31
num_cat=0
split_feature=1 1 4 12 48 48 47 16 51 14 48 3 2 447 4 1 49 4 45 11 124 40 1 13 1 13 12 151 11 4
split_gain=1.5262 0.403553 0.363138 0.183149 0.180461 0.176466 0.235156 0.222748 0.342475 0.206719 0.291116 0.207877 0.165022 0.143485 0.167569 0.136217 0.142155 0.134363 0.13291 0.164618 0.14298 0.13213 0.130268 0.114111 0.111527 0.111103 0.109973 0.190171 0.174228 0.211898
threshold=0.10124500000000002 0.13707500000000003 -0.015039999999999998 -1.0000000180025095e-35 0.081805000000000017 0.14093000000000003 0.083875000000000019 -0.42170999999999997 0.10027500000000002 -0.46413499999999996 0.085485000000000019 -0.0080949999999999998 0.14960000000000004 0.09227500000000001 0.50644500000000015 0.16773500000000005 -1.0000000180025095e-35 0.40473500000000007 0.081955000000000014 0.095720000000000013 -0.076779999999999987 -0.078349999999999989 0.077845000000000011 -0.016469999999999995 0.11588000000000001 1.0000000180025095e-35 0.088245000000000004 0.099460000000000007 0.080455000000000013 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 6 7 13 9 -9 11 -11 18 14 -4 16 -3 24 19 20 22 -22 -1 -18 -8 -25 27 -23 29 -28
right_child=1 15 5 -5 -6 -7 17 8 -10 10 -12 -13 -14 -15 -16 -17 23 -19 -20 -21 21 26 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.012099523464631704 -0.00047337308483706285 -0.0028887157794088127 0.014775257106973895 0.013293100274232632 0.012486616930081733 -0.0028788022277876739 0.015763529797044137 0.0086076810699084721 0.013309356686713054 -0.0015258413553521856 0.004382400988002441 -0.013961295420303941 0.0039292527434344479 0.0017186610959470272 0.0062812813898138605 -0.0048097735412580816 0.0027182283830407957 0.0034269960220193584 0.019676261674612762 0.0028336610458791259 0.019988107157959827 0.012934006391988079 0.003855834495298928 0.014633758146082983 0.0087614778594838263 0.0040932224030257201 0.0031005569893750363 0.0030895113514270637 0.018720370341625606 0.011360030732591748
leaf_weight=36 22 28 45 144 21 20 46 29 27 41 56 20 26 24 48 23 73 21 22 20 21 1040 41 20 45 20 32 20 31 1059
leaf_count=36 22 28 45 144 21 20 46 29 27 41 56 20 26 24 48 23 73 21 22 20 21 1040 41 20 45 20 32 20 31 1059
internal_value=0 0.00672897 0.00791467 0.0115829 0.00585592 0.00628915 0.00674526 0.00524221 0.00296303 0.00104967 -0.000823683 -0.00560304 0.0118518 0.00861227 0.0103913 0.00232598 0.00348997 0.0106371 0.0119405 0.0118666 0.0119458 0.0120938 0.00771003 0.00507053 0.012301 0.00936349 0.0120179 0.0127483 0.0113278 0.0111178
internal_weight=0 773 609 187 43 422 402 290 173 146 117 61 2348 117 93 164 141 112 2322 2300 2280 2203 77 113 91 40 2182 1060 1122 1091
internal_count=3121 773 609 187 43 422 402 290 173 146 117 61 2348 117 93 164 141 112 2322 2300 2280 2203 77 113 91 40 2182 1060 1122 1091
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 14 2 1 4 2 4 52 1 1 2 13 47 52 1 0 12 0 15 16 12 51 160
split_gain=59.0804 9.96032 5.67798 4.67064 3.15469 2.968 2.66762 1.98273 1.89653 1.56914 1.53877 1.51783 1.24294 1.15754 0.759766 0.707955 0.580857 0.781987 0.503238 0.446814 0.41794 0.415723 0.399878 0.388433 0.379145 0.360504 0.35149 0.337704 0.328207 0.292375
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.14838000000000004 0.27834500000000006 -0.56176499999999996 0.086920000000000011 0.089770000000000016 0.097845000000000015 -1.0000000180025095e-35 0.078345000000000012 0.11434500000000002 0.16175000000000003 -0.12333499999999999 0.082480000000000012 0.18019500000000002 0.090455000000000021 0.11346000000000002 0.095780000000000018 0.11144500000000002 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 19 8 12 9 15 -5 -7 13 -4 -11 28 24 -18 29 20 -3 -14 -21 -17 27 -10 -6 -16 -1 -15
right_child=1 2 7 10 26 11 -8 -9 25 14 -12 -13 21 18 16 23 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015428547309792038 0.0014612076636807468 0.00067852033181485657 0.00082195154386775196 0.0013493798488392274 0.00080681979925923753 0.0013056356761906598 0.00078959874443563756 0.00092316928226352684 0.0018787689354701196 0.0016525541953283851 0.00082881591042994075 0.00078881636767363635 0.00032287729829271519 0.00056825728233065372 0.0014430124220732967 0.00128142157685986 0.00090578514684170957 0.0013660250056315871 0.00067239510640772519 0.00074338620565101213 0.00093772119532028835 4.3169279642799651e-06 0.0011307872365725362 0.0014615442358813032 0.0011339490349386253 0.0016200222552738685 0.0011435710391736922 0.0013568765586539056 0.0013309290354279267 0.00030310552101922984
leaf_weight=901 76 164 41 34 26 74 22 37 47 43 61 31 63 21 426 53 22 40 27 20 28 21 21 350 20 37 22 297 29 67
leaf_count=901 76 164 41 34 26 74 22 37 47 43 61 31 63 21 426 53 22 40 27 20 28 21 21 350 20 37 22 297 29 67
internal_value=0 0.000791542 0.000708786 0.00144131 0.00145865 0.000879344 0.00146909 0.000500669 0.00147569 0.00146455 0.00101512 0.00115305 0.000435534 0.000539078 0.00139861 0.0015065 0.00138505 0.00120271 0.000438227 0.000755999 0.00071632 0.000243237 0.000941811 0.00143786 0.00140026 0.0017648 0.000961164 0.00140763 0.00153625 0.00036638
internal_weight=0 691 615 2430 2335 338 2287 277 2265 2181 95 105 240 156 848 1333 805 62 115 233 192 84 41 403 743 84 48 723 930 88
internal_count=3121 691 615 2430 2335 338 2287 277 2265 2181 95 105 240 156 848 1333 805 62 115 233 192 84 41 403 743 84 48 723 930 88
is_linear=0
shrinkage=0.00196078


Tree=3956
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 0 49 4 1 150 4 12 4 475 47 13 157 3 2 52 52 399 4
split_gain=76.7929 11.7591 7.61828 6.35629 4.37977 3.96365 2.34827 2.28461 2.08074 1.98338 1.63792 1.6254 1.31464 1.89901 1.22136 1.19405 1.07315 1.06685 0.763235 0.873316 0.657402 0.615278 0.614571 0.587873 0.551362 0.49189 0.416983 0.480283 0.3867 0.377198
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.14960000000000004 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.083345000000000016 1.0000000180025095e-35 0.40945500000000007 0.09141500000000001 -0.52556499999999995 -0.07550999999999998 0.090100000000000013 -1.0000000180025095e-35 -0.08107499999999998 -0.14847999999999997 0.087675000000000017 -0.55252499999999982 0.039215000000000007 0.088080000000000006 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 12 11 -5 -6 16 17 13 15 18 -1 20 -4 19 -14 -7 -3 -19 -20 -21 -17 -22 -28 -25 -2
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 -13 14 -15 -16 25 -18 22 23 24 26 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0013692470384435971 0.0014663891254686843 0.00054837542802773091 0.00059060853717371584 0.0012788896368345999 0.0012615270108124459 0.0015013811792363588 0.0017697344900479415 0.00077575952015524982 0.00067700277788215572 0.00066020951819380908 0.00084856842942311118 2.3179690030071265e-06 0.0018594376520529225 0.0016472753064305174 0.0012280801943942707 0.0011464530069755078 0.00089204554705080467 0.00016263122352552011 0.0010659405024223078 0.0011507942753515262 0.0015308351994228631 0.00083832056375040024 0.00050619604163641609 0.0013865725940387444 0.0014793676359726822 0.00081922964945481652 0.0011670962034825876 0.0013240086149308129 0.001624721708167501 0.0011673420643300012
leaf_weight=49 50 191 48 34 71 52 79 34 63 30 39 79 23 36 98 33 27 87 21 20 21 33 26 411 1076 38 151 149 28 24
leaf_count=49 50 191 48 34 71 52 79 34 63 30 39 79 23 36 98 33 27 87 21 20 21 33 26 411 1076 38 151 149 28 24
internal_value=0 0.000631995 0.000540897 0.00137986 0.000743935 0.00140016 0.00143873 0.000300066 0.000887973 0.00108292 0.00123214 0.000232676 0.00142447 0.0012523 0.00144048 0.00113381 0.00126953 0.000345709 0.00145367 0.00148131 0.00129686 0.000591091 0.000241682 0.00138643 0.00147337 0.000971319 0.00126373 0.00124503 0.00140176 0.0013694
internal_weight=0 673 599 2448 325 2351 1912 274 97 101 439 240 1833 156 1677 120 400 161 1579 1119 373 224 113 460 1096 71 321 300 439 74
internal_count=3121 673 599 2448 325 2351 1912 274 97 101 439 240 1833 156 1677 120 400 161 1579 1119 373 224 113 460 1096 71 321 300 439 74
is_linear=0
shrinkage=0.00196078


Tree=3957
num_leaves=31
num_cat=0
split_feature=1 1 4 12 0 47 48 16 14 48 3 48 3 4 15 10 151 1 0 49 12 480 4 0 15 1 2 49 157 0
split_gain=1.83418 0.439497 0.375391 0.200589 0.175814 0.175128 0.222274 0.178515 0.223798 0.217008 0.169767 0.1538 0.153569 0.254484 0.254903 0.144419 0.14011 0.150312 0.136917 0.205785 0.132462 0.21228 0.165858 0.150986 0.136913 0.134955 0.290867 0.149276 0.130774 0.180601
threshold=0.10124500000000002 0.13707500000000003 -0.015039999999999998 -1.0000000180025095e-35 0.22582000000000002 0.083875000000000019 0.12118000000000002 -0.42170999999999997 -0.47013499999999991 0.085485000000000019 -0.0080949999999999998 0.081805000000000017 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 -0.0026549999999999994 1.0000000180025095e-35 0.11323000000000001 0.024095000000000002 -0.032624999999999994 0.090285000000000018 -0.03031 -0.35136499999999998 -0.053834999999999994 -0.15914499999999995 0.086105000000000015 0.086100000000000024 -0.069799999999999987 -0.08107499999999998 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 12 7 -7 16 -9 10 -10 -2 15 -14 -15 -1 17 -4 19 -3 22 -22 -17 24 -24 -26 -27 -28 29 -23
right_child=1 18 5 -5 -6 6 -8 8 9 -11 -12 -13 13 14 -16 20 -18 -19 -20 -21 21 28 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0066730497985346519 0.00030179781500588767 -0.0043634949484840039 0.011325692170648835 0.013928094196631314 0.0034514952078461649 0.012431670174903601 0.0029693787835319255 0.012578054177372353 0.0016038973194504665 0.0060295641832184832 -0.0082023242837749432 0.012266223548102148 0.013483517990462133 0.010565491226501763 -0.0041934408670799301 0.020120949720876524 0.015048435930162668 0.0032995144021697345 -0.0049634401198653949 0.0054719797790281355 0.0022576440724411183 0.013573568379506469 0.019359938350750047 0.0064484190878233531 0.014036203696368071 0.013084370064080714 0.0095784152192728862 -0.0024931241990998388 0.01271182587881365 0.00013478233478963377
leaf_weight=35 22 26 40 144 20 92 34 23 55 71 26 21 60 25 22 40 25 56 21 117 21 20 42 29 997 168 21 20 808 20
leaf_count=35 22 26 40 144 20 92 34 23 55 71 26 21 60 25 22 40 25 56 21 117 21 20 42 29 997 168 21 20 808 20
internal_value=0 0.00717134 0.00840872 0.0121384 0.0127874 0.006756 0.00987835 0.00542689 0.00338485 0.00199377 -0.00154378 0.00614489 0.0128676 0.00916722 0.00365705 0.0130458 0.00838026 0.00664376 0.00257645 0.00368371 0.0131479 0.0121896 0.0137802 0.0135816 0.0137473 0.0135519 0.0112414 0.00368986 0.0124355 0.00685418
internal_weight=0 773 609 187 2348 422 126 296 175 152 81 43 2328 107 47 2221 121 96 164 143 2186 869 1317 1277 1248 1206 209 41 848 40
internal_count=3121 773 609 187 2348 422 126 296 175 152 81 43 2328 107 47 2221 121 96 164 143 2186 869 1317 1277 1248 1206 209 41 848 40
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=31
num_cat=0
split_feature=4 3 2 39 149 2 2 457 14 44 0 157 16 159 12 1213 402 16 96 52 0 1213 1212 402 42 48 160 399 12 1204
split_gain=1.51993 0.497602 0.397831 0.231465 0.220124 0.213466 0.211332 0.168844 0.150616 0.144128 0.165875 0.460865 0.191626 0.163368 0.158979 0.1617 0.158384 0.159287 0.142436 0.140378 0.163676 0.13227 0.202203 0.164522 0.129838 0.129627 0.130835 0.127501 0.167678 0.297622
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.085425000000000015 0.07770500000000001 0.25063000000000007 -0.033169999999999991 0.31508000000000008 0.076975000000000002 1.0000000180025095e-35 -0.10096999999999999 -0.067349999999999979 -0.0048099999999999992 0.085240000000000024 0.087695000000000009 0.11395000000000001 0.2506000000000001 -0.066924999999999985 0.086715000000000014 -0.075329999999999994 0.034820000000000011 -0.23825499999999997 -0.088009999999999991 0.090595000000000023 0.11839500000000001 0.08975000000000001 -0.023379999999999995 0.085965000000000014 0.091840000000000019 -0.082449999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 18 -5 8 9 10 11 -1 13 25 15 -12 17 21 19 -2 -21 -16 -23 27 -19 26 -13 -24 29 -29
right_child=4 -3 -4 6 -6 -7 -8 -9 -10 -11 14 12 -14 -15 16 -17 -18 24 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030978223441966942 -0.003245925899994161 0.0030092862130453191 -0.001828293571167666 -0.00013061467912588601 0.012573864481860906 -0.0061779536534397102 0.0093750864833234294 0.0024713906634133312 0.015808229174378307 0.017426886939920668 0.013095087872039696 0.012086929948497062 0.019168423695246812 0.018058384485193531 0.018462908757604004 0.0053612225688993934 0.0026321777333082122 0.01048314166841775 -0.0039192815538540132 0.0044536995701615154 0.013121681706979872 0.0047909654469953647 0.011393358708643492 0.019373937296878661 0.0042332729271480022 0.01365744978017909 0.005087684980026097 0.020302353344353229 0.022785650364433727 0.004383501783013344
leaf_weight=28 21 75 23 28 28 22 142 20 86 41 784 37 23 20 34 28 22 661 21 236 24 36 408 33 35 38 96 24 24 23
leaf_count=28 21 75 23 28 28 22 142 20 86 41 784 37 23 20 34 28 22 661 21 236 24 36 408 33 35 38 96 24 24 23
internal_value=0 0.0110436 0.0112673 0.01138 0.00406727 0.00333213 0.00780944 0.0116227 0.0116965 0.0115488 0.0114465 0.00896661 0.0105451 0.00950673 0.0117306 0.0128284 0.0110449 0.0111897 0.00402491 0.00461861 0.00525382 0.0124106 0.0120351 0.0125445 0.0101689 0.00850653 0.00703484 0.012074 0.015985 0.0125123
internal_weight=0 2769 2694 2671 352 324 170 2501 2481 2395 2354 242 214 191 2112 812 1300 1278 302 281 260 582 548 512 696 171 133 479 71 47
internal_count=3121 2769 2694 2671 352 324 170 2501 2481 2395 2354 242 214 191 2112 812 1300 1278 302 281 260 582 548 512 696 171 133 479 71 47
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=31
num_cat=0
split_feature=4 3 2 9 44 39 13 149 10 4 3 16 0 0 48 48 133 12 1 13 15 160 159 160 483 43 3 12 2 1
split_gain=1.23115 0.403058 0.322243 0.201071 0.205134 0.187068 0.228839 0.178301 0.17827 0.17767 0.29455 0.42109 0.204447 0.167701 0.170528 0.217283 0.167212 0.152289 0.147281 0.228001 0.142193 0.133293 0.128076 0.154184 0.136775 0.126815 0.231254 0.201172 0.123433 0.122413
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.081805000000000017 0.10076500000000001 0.27266500000000005 0.07770500000000001 -0.079859999999999987 -0.068329999999999988 0.092670000000000016 -0.059624999999999991 -0.010949999999999998 -0.089269999999999988 0.092475000000000016 0.016865000000000002 -0.080849999999999991 0.095780000000000018 0.096325000000000008 -0.066634999999999986 -0.096999999999999989 0.079055000000000014 0.11058000000000003 0.12231000000000002 -1.0000000180025095e-35 -0.072269999999999987 -0.075359999999999996 0.097325000000000009 0.080205000000000012 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 5 6 9 8 -2 13 12 -12 17 28 15 -15 -7 18 22 -20 -21 -1 24 -24 -11 26 -19 -27 -5 -10
right_child=7 -3 -4 4 -6 16 -8 -9 29 10 11 -13 -14 14 -16 -17 -18 25 19 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00062546288910587987 -0.0033420773861834252 0.0027083575974684209 -0.0016454639682627243 0.021301877824589612 0.017653267892494211 0.011587386466562748 0.019895318266004325 0.011316477876555708 0.0059757999092003699 0.015574513464745083 0.010199948179633206 -0.0072434330172836785 0.00025839725170623176 0.010835948049245278 0.0036311350762844087 0.021365442745154724 -3.916423090479591e-07 0.0082952476082330875 0.011574159201439609 0.0096799712628126144 -0.00028568279884028726 0.010063352072611451 0.0002170563918416915 0.011358939121580786 0.011023700329507433 -0.00209561707654401 0.018229387789934635 0.0077798429246759048 0.013148154107933276 0.0018301879094134825
leaf_weight=28 39 75 23 24 38 20 25 28 140 73 31 25 22 975 32 20 33 96 67 22 41 20 23 27 693 23 31 200 82 145
leaf_count=28 39 75 23 24 38 20 25 28 140 73 31 25 22 975 32 20 33 96 67 22 41 20 23 27 693 23 31 200 82 145
internal_value=0 0.00993922 0.0101405 0.010242 0.0103594 0.0102522 0.0103752 0.00366054 0.00299891 0.0102803 0.00951585 0.00241272 0.00981766 0.0112074 0.0108165 0.0110476 0.00437235 0.00997993 0.0106393 0.00751319 0.00319439 0.00382821 0.0111373 0.00623367 0.0114574 0.00819778 0.0107201 0.0067613 0.0149943 0.00386663
internal_weight=0 2769 2694 2671 2623 2585 2532 352 324 2507 1374 56 1318 1133 1027 995 53 1296 946 130 63 48 816 50 766 350 127 223 106 285
internal_count=3121 2769 2694 2671 2623 2585 2532 352 324 2507 1374 56 1318 1133 1027 995 53 1296 946 130 63 48 816 50 766 350 127 223 106 285
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=31
num_cat=0
split_feature=4 3 2 106 44 39 13 149 160 3 484 457 13 2 43 15 11 1209 400 3 13 43 400 4 13 1456 12 1456 403 403
split_gain=0.997227 0.326477 0.261017 0.167089 0.152971 0.157442 0.185921 0.144423 0.155599 0.20878 0.1543 0.136041 0.130619 0.124384 0.130709 0.114172 0.174111 0.15636 0.136327 0.154543 0.164601 0.131206 0.185295 0.152194 0.13145 0.144172 0.138171 0.129078 0.119162 0.281363
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.085655000000000009 1.0000000180025095e-35 0.10076500000000001 0.27266500000000005 0.07770500000000001 -1.0000000180025095e-35 0.42240500000000009 0.096415000000000015 0.31508000000000008 0.14871000000000004 0.13622000000000004 -0.0064299999999999991 1.0000000180025095e-35 0.075910000000000019 0.091045000000000001 -0.081749999999999975 -0.079594999999999985 -0.097984999999999989 0.0051600000000000005 -0.064794999999999978 -0.080584999999999976 0.0036400000000000004 -0.16130999999999998 0.092255000000000018 -0.081804999999999989 0.093545000000000003 0.072365000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 11 8 10 -10 13 15 -7 14 -2 17 21 18 -1 20 -20 24 -23 -24 25 -17 -26 -21 29 -22
right_child=7 -3 -4 -5 -6 12 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 27 28 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0026673057542315553 0.0061095220446586614 0.0024375218475882624 -0.0014809178755335187 0.0019188968404646842 0.015440571529325098 0.0075639522789667062 0.017905786365270616 0.01018483024755759 0.0022364900618865717 -0.0080244464693929665 8.1893513279576458e-05 0.0015837974077009638 -0.0025153684848919513 0.0018913470051484184 0.016335319844190965 0.0038814249714570386 0.015066501589921805 0.00050811692667396171 0.0032850908957022642 0.014383941886418533 0.010436567123144655 0.016519394633360208 0.0025801507841485241 0.0084294392605485432 0.0035292641551866429 0.011206359467475275 0.0099786708930643345 0.0074208091666476865 0.017392290772303292 -0.0016094077774323524
leaf_weight=35 25 75 23 31 40 36 25 28 201 22 31 23 20 20 25 28 65 23 35 28 636 22 60 172 53 666 89 541 23 20
leaf_count=35 25 75 23 31 40 36 25 28 201 22 31 23 20 20 25 28 65 23 35 28 636 22 60 172 53 666 89 541 23 20
internal_value=0 0.0089453 0.00912648 0.00921782 0.00930352 0.00920911 0.00932456 0.00329448 0.00269902 0.0012242 0.00595531 0.0092394 0.00396419 0.0085564 0.0112224 0.00930994 0.0100387 0.00868227 0.00882491 0.00899289 0.00997265 0.00973887 0.00774842 0.00691669 0.0103436 0.0109108 0.0075715 0.00776346 0.0103174 0.0100693
internal_weight=0 2769 2694 2671 2640 2600 2544 352 324 223 101 2519 56 70 50 2496 1155 1341 1318 1283 714 1090 254 232 836 694 142 569 679 656
internal_count=3121 2769 2694 2671 2640 2600 2544 352 324 223 101 2519 56 70 50 2496 1155 1341 1318 1283 714 1090 254 232 836 694 142 569 679 656
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=31
num_cat=0
split_feature=4 2 3 106 52 159 2 14 39 13 4 3 49 3 16 1 399 0 482 2 133 43 3 15 130 12 42 42 158 160
split_gain=0.807754 0.265629 0.21317 0.135342 0.133964 0.214828 0.147656 0.125547 0.128765 0.149691 0.118914 0.21437 0.373743 0.167268 0.202695 0.145072 0.144961 0.150726 0.125755 0.121487 0.117857 0.111777 0.173812 0.171615 0.107192 0.199093 0.131877 0.176579 0.144017 0.12435
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.039215000000000007 0.10600500000000002 0.16394500000000004 -0.23960999999999996 0.10076500000000001 0.27266500000000005 -0.068329999999999988 0.092670000000000016 -0.039339999999999993 -0.14989499999999997 -0.50992999999999988 0.096325000000000008 0.10153500000000001 -0.089269999999999988 0.11816500000000001 0.088125000000000023 -0.080849999999999991 -0.05647499999999999 -0.0025099999999999996 -0.46471999999999997 0.10367000000000003 0.110195 0.083995000000000014 0.083715000000000026 0.080150000000000013 -0.54200499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 21 -1 9 10 16 13 -13 -12 -15 18 17 -9 24 -17 -10 22 -2 -23 26 -26 27 28 -16 -28
right_child=4 -3 -4 -5 5 -7 -8 8 20 -11 11 12 -14 14 15 19 -18 -19 -20 -21 -22 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.016074398652251281 0.0027845451037206178 -0.00086743085447585952 0.002500045343278124 0.001727007137941978 0.010243451355577068 -9.6609650063328453e-05 -0.0046311247331510871 0.012566665471352351 0.0097226495482027539 0.016115207761526109 0.00071478731209231958 0.0096690439683353099 -0.0065283893607556822 0.015066935603575008 0.0085667123186591448 0.0068307527331792324 0.017325510559160085 0.0085705259105021431 0.016275549363344907 0.0011619958837400192 0.00014840090475950598 0.010648282129973681 -0.0074729702925348356 0.0025406386092305185 0.00039270916022360325 0.011430043268662232 0.013665781932650134 0.01657952161291866 0.015266467203845321 0.0072522929907141266
leaf_weight=21 53 33 65 31 54 32 31 104 20 25 31 29 28 41 295 178 21 1021 20 48 36 33 24 125 44 26 32 37 36 547
leaf_count=21 53 33 65 31 54 32 31 104 20 25 31 29 28 41 295 178 21 1021 20 48 36 33 24 125 44 26 32 37 36 547
internal_value=0 0.00805077 0.00815834 0.00829603 0.00296504 0.00639599 0.00185578 0.00837317 0.00831142 0.00841507 0.00833922 0.00771814 0.00171241 0.00797457 0.00814715 0.00792252 0.00909361 0.00893995 0.00842285 0.00562677 0.00356778 0.0027115 -0.000412603 0.00423401 0.00826842 0.00449229 0.00854754 0.0100278 0.00929539 0.00760675
internal_weight=0 2769 2736 2671 352 86 266 2640 2619 2563 2538 1392 57 1335 1304 1263 1146 1125 1037 226 56 235 77 158 1017 70 947 368 331 579
internal_count=3121 2769 2736 2671 352 86 266 2640 2619 2563 2538 1392 57 1335 1304 1263 1146 1125 1037 226 56 235 77 158 1017 70 947 368 331 579
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=31
num_cat=0
split_feature=4 2 3 149 48 0 48 10 9 44 147 14 48 15 0 475 4 15 3 130 43 4 123 42 4 457 4 457 0 1186
split_gain=0.654281 0.215159 0.172668 0.121961 0.124356 0.149611 0.235114 0.179568 0.112302 0.122035 0.116525 0.125408 0.134343 0.131631 0.119823 0.305894 0.36978 0.24174 0.227127 0.156034 0.18032 0.148634 0.116475 0.112213 0.156133 0.102296 0.147058 0.12458 0.19597 0.147364
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.074214999999999989 -0.10474999999999998 0.12118000000000002 -0.079859999999999987 -1.0000000180025095e-35 0.081805000000000017 0.090635000000000007 0.062655000000000016 0.14093000000000003 0.101845 -0.13027499999999997 -0.014939999999999997 0.022185000000000003 -0.088749999999999982 -0.015584999999999998 -0.054004999999999991 -0.52440999999999993 -0.51843499999999987 0.083965000000000012 -0.0041849999999999986 -0.080584999999999976 0.09228500000000002 -0.0082299999999999995 0.062030000000000009 -0.079119999999999982 0.068350000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -2 6 -6 -7 22 10 11 12 14 -13 15 -10 18 -18 -17 23 -21 -22 -1 24 -16 27 -27 29 -29 -23
right_child=3 -3 -4 -5 5 7 -8 -9 9 -11 -12 13 -14 -15 19 16 17 -19 -20 20 21 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0029124412782645477 -0.0031747081591628301 -0.00078068785369396216 0.0022500407348315303 0.0090004000014492457 0.0080863583592211147 -0.0076651499251879397 -0.0030797424406046048 0.0022000548582965214 -0.0067443166393786674 0.013179900962859393 0.0021160386735573412 0.01312926722537369 -0.00054508102392511709 0.0039724412746727465 0.010006145001953525 -0.0064512762730009861 0.0067086037991213659 0.021881876568797799 0.0055768901086731323 -0.001741373057787617 0.013460608868904057 0.0073676330662605961 0.0070174648426473141 0.004452147833071649 0.018809289497259105 0.0068215465173125274 0.018280233025905632 0.0070503488057167153 -0.0052358288620598624 0.01400792010347633
leaf_weight=21 39 33 65 28 88 21 24 152 20 38 40 73 21 20 66 20 21 21 73 21 42 1962 27 20 29 24 21 37 20 34
leaf_count=21 39 33 65 28 88 21 24 152 20 38 40 73 21 20 66 20 21 21 73 21 42 1962 27 20 29 24 21 37 20 34
internal_value=0 0.00724569 0.0073425 0.00266853 0.00212133 0.00284606 0.00569362 0.00100254 0.00746643 0.00755415 0.00747145 0.00755562 0.00741891 0.0111601 0.0074877 0.00479743 0.00650732 0.0142952 0.00299019 0.00767092 0.00747991 0.0075704 0.00267313 0.0112602 0.0126934 0.00745249 0.0121689 0.0073491 0.00273941 0.00748074
internal_weight=0 2769 2736 352 324 285 112 173 2671 2623 2585 2545 2452 93 2431 155 135 42 93 2276 2161 2140 48 115 95 2098 45 2053 57 1996
internal_count=3121 2769 2736 352 324 285 112 173 2671 2623 2585 2545 2452 93 2431 155 135 42 93 2276 2161 2140 48 115 95 2098 45 2053 57 1996
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 47 1 14 2 39 4 123 150 52 49 0 15 12 4 12 1 158 15 2 15 1 16 1 474
split_gain=51.0304 8.04685 4.55933 3.38522 2.9748 2.86588 1.78916 1.46143 1.36791 1.30427 1.29188 0.943387 0.822151 0.806189 0.774208 0.768854 0.756658 0.828347 0.75367 0.707771 0.684432 0.683433 0.570262 0.513003 0.503457 0.456286 0.431499 0.403302 0.395623 0.387644
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.090100000000000013 0.09253500000000002 0.062655000000000016 0.14960000000000004 0.087735000000000021 0.033845000000000007 0.08128500000000001 1.0000000180025095e-35 0.048770000000000008 -0.054984999999999992 -0.11173999999999999 -0.097454999999999986 0.08815000000000002 -0.52556499999999995 0.096990000000000007 0.089770000000000016 0.085030000000000008 0.013270000000000002 0.090310000000000015 -0.45963999999999994 0.083345000000000016 -0.039889999999999988 0.11910500000000002 0.032465000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 10 -4 11 13 23 16 24 20 -6 -2 17 -1 19 -18 29 -21 26 25 -8 -3 -13 -19 -5 -7
right_child=1 4 7 28 14 9 12 -9 -10 -11 -12 22 -14 -15 -16 -17 18 27 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015861302029852773 0.00095752135414601592 0.00098614841699600224 0.0013247955955711065 0.0009102374825022049 0.00019478077309164157 0.0013789899157502965 0.0013628607203646534 0.00082037302004095132 0.0017163972455622629 0.00086213263365556654 0.00051425626346928376 0.0013324283097679694 0.0006892139097413937 0.00098735451848451093 0.00056863503601518059 0.0013486111812200563 0.0018731497026402519 0.0010073772875621994 0.0014327652239705148 0.0015193236911782801 0.0012490328288903268 0.0012018512673378425 0.0015373104626553015 0.0010392587950416642 0.00097672189000431097 0.00067396346619103681 0.0010912124162171294 0.001360244245871025 0.00063918069114579873 0.0016167802157694595
leaf_weight=23 23 22 34 47 57 176 21 63 79 26 129 81 24 27 34 121 21 33 794 757 179 27 33 25 34 99 44 20 37 31
leaf_count=23 23 22 34 47 57 176 21 63 79 26 129 81 24 27 34 121 21 33 794 757 179 27 33 25 34 99 44 20 37 31
internal_value=0 0.00080413 0.00141378 0.00110367 0.000650661 0.00143097 0.000731943 0.000997181 0.00146377 0.00128809 0.00065723 0.00145288 0.000992022 0.00131491 0.000334463 0.00128615 0.00146654 0.00127539 0.00147563 0.00151791 0.00133782 0.00150839 0.00130805 0.000783556 0.00112416 0.000730724 0.00124752 0.00114053 0.000790843 0.0014146
internal_weight=0 673 2448 228 445 2351 354 97 1912 439 275 1833 79 413 91 144 1675 76 1599 805 386 784 158 146 55 121 125 53 84 207
internal_count=3121 673 2448 228 445 2351 354 97 1912 439 275 1833 79 413 91 144 1675 76 1599 805 386 784 158 146 55 121 125 53 84 207
is_linear=0
shrinkage=0.00196078


Tree=3964
num_leaves=31
num_cat=0
split_feature=4 3 9 160 15 40 48 156 0 4 52 159 3 3 12 403 16 16 50 3 1 1455 1210 42 0 4 0 160 43 0
split_gain=0.689334 0.222789 0.188773 0.168242 0.154208 0.182116 0.151907 0.219183 0.197999 0.149997 0.147362 0.161153 0.138619 0.121621 0.132326 0.171853 0.220236 0.166607 0.183957 0.238471 0.154401 0.139473 0.138332 0.132317 0.230875 0.118047 0.131426 0.30111 0.188478 0.117107
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 -0.15914499999999995 0.051255000000000002 0.082620000000000013 0.078780000000000003 0.041630000000000007 -0.069389999999999993 0.039215000000000007 0.10600500000000002 0.42240500000000009 0.11296500000000002 0.093965000000000007 -0.53255499999999989 -0.073849999999999985 -0.08453999999999999 0.092705000000000023 -0.084319999999999992 0.11103500000000001 0.10752500000000002 -0.42132499999999995 -0.14148999999999998 -0.080499999999999988 -0.49013999999999996 -0.07929499999999999 -0.081399999999999986 -0.14386499999999997 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 13 8 9 -8 12 -12 -2 14 20 -16 17 -17 19 -19 21 22 -6 -18 -25 -24 -27 -28 -29 -30
right_child=10 -3 4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 15 16 23 18 -20 -21 -22 -23 25 24 -26 26 27 28 29 -31
leaf_value=-0.0032339962937965477 0.0024960739073362583 0.002219907326680432 0.012138369865996023 0.0086880460567772388 0.016576613206416371 0.00014048828104991587 0.012997329777239689 0.013508239738843665 -0.0029110951797553788 0.0053537341826715929 0.0092747828017309079 0.00067161962418167882 -0.0056234787704180118 0.0019719569177757347 -0.00048148038848263116 0.0078791917780998786 0.013922382181599028 0.010777026748242366 0.0067632428170847046 0.025500884920951317 0.016280580565540326 0.016053955972194674 0.012261170573532583 -0.0019755604855682968 0.0065361646820890481 0.0086052219582709293 -0.0039863684249145017 0.016492762574926018 0.00078674377655261205 0.0075609648080278442
leaf_weight=29 245 74 83 20 21 31 28 36 27 309 64 33 23 31 29 94 21 22 21 22 27 25 75 35 356 1135 27 20 32 126
leaf_count=29 245 74 83 20 21 31 28 36 27 309 64 33 23 31 29 94 21 22 21 22 27 25 75 35 356 1135 27 20 32 126
internal_value=0 0.00763269 0.00778204 0.00163214 0.00789649 0.00775842 0.00785217 0.00606482 0.00532865 0.00598881 0.00300808 0.00634793 0.00179925 0.00818956 0.00828187 0.00702821 0.00740961 0.010571 0.0144637 0.018139 0.00878738 0.00864891 0.00851999 0.00618956 0.00577425 0.00840042 0.00818433 0.00585405 0.0073467 0.00618897
internal_weight=0 2756 2682 49 2633 2550 2519 400 364 337 365 97 268 2119 2088 600 571 159 65 44 1488 1461 1436 412 391 1415 1340 205 178 158
internal_count=3121 2756 2682 49 2633 2550 2519 400 364 337 365 97 268 2119 2088 600 571 159 65 44 1488 1461 1436 412 391 1415 1340 205 178 158
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 15 150 1 41 14 12 1 150 43 12 484 3 1 147 402 15 13 52 15 159 1429 156
split_gain=43.0595 5.84558 4.58491 3.48905 3.24553 2.22548 1.91371 1.6059 1.20061 1.13749 1.13449 1.09823 0.963676 1.11143 1.18255 0.798009 0.70929 0.708945 0.640516 0.614279 0.6127 0.527487 0.491124 0.482019 0.475022 0.459043 0.44708 0.375993 0.362813 0.330208
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.36766000000000004 0.13712500000000002 0.13075500000000004 0.14285500000000004 0.024640000000000006 1.0000000180025095e-35 0.09253500000000002 0.075585000000000013 -0.10708499999999999 0.051320000000000005 0.10089500000000001 0.089910000000000018 -0.040344999999999992 0.092550000000000007 0.086925000000000016 0.20828500000000003 0.16540500000000002 0.088610000000000008 -0.031734999999999992 0.087685000000000013 0.084330000000000016 -0.010034999999999999 -0.07490999999999999 0.03981500000000001 -0.015219999999999999 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 5 8 21 9 12 16 -4 23 -1 14 15 18 -5 22 -14 -18 -8 -3 -15 25 26 -10 27 -19 -2 -25
right_child=1 6 10 7 -6 -7 20 -9 11 -11 -12 -13 13 17 -16 -17 19 24 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0016387444868759566 0.0013990936511978106 0.00071246464110986539 0.0011869467678882672 0.00072347781563987643 0.00077451123813398527 0.00088363097111073235 0.00038663284997434702 0.0004039053183884922 0.0016150272741491758 0.00061256258314543069 0.00075690960727379706 0.0016548562463890477 0.0012817399276720061 0.0010498184059688604 0.00070522781826701816 0.0008146982369761841 0.0012140480455369398 0.001212361612108945 0.00095744071846582638 0.00081540804486547082 2.5671257887011257e-05 0.00037382089565086318 0.001341685664069903 0.0013094430665041093 0.0013462780730768959 0.0013823157306115037 0.0010985549413311214 0.0014878140589363637 0.0011143808673117674 0.0015652130222788044
leaf_weight=27 22 112 34 34 45 47 130 45 36 61 77 47 143 23 22 20 42 111 28 23 21 21 611 654 88 344 131 23 79 20
leaf_count=27 22 112 34 34 45 47 130 45 36 61 77 47 143 23 22 20 42 111 28 23 21 21 611 654 88 344 131 23 79 20
internal_value=0 0.000690082 0.0012783 0.000878107 0.00129617 0.00130606 0.000487492 0.000731145 0.00131459 0.000823181 0.000888633 0.00136159 0.00127241 0.00126416 0.00113571 0.00118529 0.000952956 0.00129189 0.00122864 0.00107299 0.000336433 0.000658995 0.0013311 0.00134852 0.00122146 0.00140436 0.00118001 0.00125964 0.0011764 0.00131703
internal_weight=0 590 2531 306 2420 2375 284 205 2328 160 111 1101 1227 1200 213 191 99 987 171 65 151 133 634 1054 353 380 265 134 101 674
internal_count=3121 590 2531 306 2420 2375 284 205 2328 160 111 1101 1227 1200 213 191 99 987 171 65 151 133 634 1054 353 380 265 134 101 674
is_linear=0
shrinkage=0.00196078


Tree=3966
num_leaves=31
num_cat=0
split_feature=1 1 12 12 2 47 4 1 14 4 2 34 2 2 4 52 131 2 15 15 47 0 150 16 1 2 15 3 4 1
split_gain=33.3918 5.57028 3.26729 2.55615 1.65591 1.52259 1.34987 1.31613 1.15651 1.08951 0.818219 1.11689 0.769968 0.628075 0.598874 0.556244 0.535026 0.564927 0.470514 0.453453 0.464101 0.552794 0.502067 0.412866 0.404052 0.560427 0.390378 0.36565 0.352024 0.344846
threshold=0.104035 0.12408500000000001 0.085055000000000006 -0.029094999999999999 0.13501500000000002 0.12958500000000003 0.27834500000000006 0.09253500000000002 0.062655000000000016 0.40124500000000002 0.13754500000000003 -1.0000000180025095e-35 0.089775000000000008 0.094835000000000017 0.42051500000000003 -0.56176499999999996 0.08844500000000001 0.31358000000000003 -0.45963999999999994 0.024640000000000006 1.0000000180025095e-35 -0.23091999999999999 0.094605000000000009 -0.040964999999999994 0.089770000000000016 0.09678500000000001 -0.059484999999999989 0.0068900000000000012 0.033845000000000007 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 7 6 10 8 13 12 -4 11 -3 29 -1 -13 -14 17 -12 -16 20 21 -2 27 -7 28 -26 -15 -23 -17 -5
right_child=1 5 9 4 -6 23 -8 -9 -10 -11 16 14 15 26 18 24 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012710307518281549 0.00080179289502775477 0.00019873321766524792 0.0010551923634745087 0.00117069262837606 0.00071692304454402977 0.00054063224197958436 0.0006411334993184914 0.00064719178061632514 0.0013521691483164753 0.00066576215065493978 0.00023765069735198421 0.00076821687032636908 0.0012907010572336061 0.0010459844932272436 0.00066595620420925757 0.0010998377470895551 0.00051051877550872078 -0.00013485998024835306 0.00027218613315749317 0.00086950463542617327 0.0007879873754939547 0.00048576495444956888 0.00027480432439706202 0.00090826465938471598 0.0006495279633030504 0.0010418342945559852 0.0006996087543998385 0.00072676926129417027 0.001000171110428913 0.0011012087078752363
leaf_weight=26 27 45 131 917 39 23 22 67 86 35 72 37 43 29 20 542 20 20 28 24 36 84 31 24 21 42 22 34 182 392
leaf_count=26 27 45 131 917 39 23 22 67 86 35 72 37 43 29 20 542 20 20 28 24 36 84 31 24 21 42 22 34 182 392
internal_value=0 0.000613044 0.000762312 0.00110153 0.00111749 0.000405413 0.00112445 0.00084815 0.00112923 0.000973084 0.000342692 0.000448518 0.00112026 0.00102301 0.000580757 0.00107354 0.000219857 0.00015667 0.000436257 0.000614057 0.000585138 0.000543646 0.000496868 0.000728359 0.00106168 0.000911066 0.000896568 0.000555207 0.00107478 0.00114988
internal_weight=0 691 402 2430 2286 289 2247 144 2225 166 242 130 2139 77 85 830 112 92 48 236 212 176 149 47 787 63 51 118 724 1309
internal_count=3121 691 402 2430 2286 289 2247 144 2225 166 242 130 2139 77 85 830 112 92 48 236 212 176 149 47 787 63 51 118 724 1309
is_linear=0
shrinkage=0.00196078


Tree=3967
num_leaves=31
num_cat=0
split_feature=1 2 150 12 34 97 131 2 3 13 132 0 1420 11 41 43 52 4 43 4 16 403 0 16 3 158 483 3 52 15
split_gain=0.857604 0.275181 0.184003 0.186872 0.156613 0.192232 0.190969 0.321273 0.136454 0.133949 0.160617 0.127228 0.187854 0.159331 0.254865 0.130471 0.161882 0.237479 0.172239 0.147289 0.169457 0.165939 0.170506 0.136806 0.123917 0.116941 0.1459 0.114424 0.166204 0.121549
threshold=0.12000500000000001 0.10188000000000001 1.0000000180025095e-35 0.087995000000000004 -0.038779999999999995 -0.079444999999999988 0.090030000000000013 0.31358000000000003 -0.023499999999999997 -0.08971999999999998 0.10240500000000001 -0.075934999999999989 -0.078304999999999986 0.078065000000000009 0.079300000000000009 -0.080419999999999978 0.08257500000000001 -0.14723499999999998 -0.092909999999999979 -0.35136499999999998 -0.082404999999999992 -0.072624999999999981 -0.068604999999999985 0.19444000000000003 -0.24190499999999995 0.080150000000000013 0.032770000000000007 -0.10831999999999999 -0.54663499999999987 0.15614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 9 8 5 -2 7 -6 -4 -3 24 13 -13 25 -15 16 17 -14 -19 23 -21 22 -22 -17 -11 -1 -27 28 -26 -29
right_child=4 2 3 -5 6 -7 -8 -9 -10 10 -12 12 15 14 -16 19 -18 18 -20 20 21 -23 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.0090939445129581201 0.0044805881608876268 0.0037667004785572108 -0.0056321733842857862 0.011902777138166129 0.0040017436258768134 -0.0088953967269679354 0.009293085113249458 -0.0089624436217404548 0.0033965520870073568 0.013708419739527423 0.0011751513902951653 0.017083553401753309 -0.0054316297035526349 0.02052007674550017 0.0074194602357170805 0.019503480819985271 0.010405926039675252 0.011206996110418151 0.0014286228648500605 -0.00094756747231535291 0.015435780707419793 0.0056147079877111889 0.0054643961566465879 0.0094925755285657949 0.0088109439604782645 0.013064209669222419 0.0047966014198027561 0.0083483274624561368 -0.0028039651330221786 0.01638858505524695
leaf_weight=1485 21 78 22 20 213 22 57 21 70 45 30 20 27 33 27 20 36 31 43 23 47 105 27 43 28 146 25 314 22 20
leaf_count=1485 21 78 22 20 213 22 57 21 70 45 30 20 27 33 27 20 36 31 43 23 47 105 27 43 28 146 25 314 22 20
internal_value=0 0.00863251 0.00682898 0.00314202 0.00327024 -0.00236294 0.00410263 0.00283829 0.00123751 0.00759795 0.00824902 0.00917997 0.00762441 0.00956252 0.0146248 0.0071538 0.00464823 0.00259598 0.00552497 0.00844914 0.00713253 0.00817075 0.0117976 0.0126706 0.00874369 0.0093791 0.0118555 0.00816189 0.00370038 0.00882978
internal_weight=0 2787 649 112 334 43 291 234 92 537 459 2138 422 1716 60 402 137 101 74 265 202 179 74 63 429 1656 171 384 50 334
internal_count=3121 2787 649 112 334 43 291 234 92 537 459 2138 422 1716 60 402 137 101 74 265 202 179 74 63 429 1656 171 384 50 334
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=31
num_cat=0
split_feature=4 2 52 4 457 2 131 15 150 4 15 15 12 16 4 160 3 50 51 12 133 49 34 0 1424 16 133 16 1213 13
split_gain=0.708981 0.22578 0.137287 0.142925 0.135214 0.134107 0.284074 0.174918 0.14625 0.137771 0.231392 0.133693 0.136153 0.132161 0.184938 0.148974 0.145021 0.222558 0.142394 0.190801 0.131853 0.133557 0.126728 0.124345 0.122393 0.114327 0.114294 0.161351 0.158971 0.157434
threshold=0.27044500000000005 0.14285500000000004 0.039215000000000007 0.50500500000000004 0.31508000000000008 0.13501500000000002 0.08844500000000001 -0.40580499999999992 0.12026500000000001 0.50500500000000004 -0.21699999999999997 -0.079929999999999987 0.10388500000000002 -0.083539999999999989 0.038415000000000012 -0.067824999999999983 -0.00083499999999999991 -0.099524999999999988 -0.22411499999999998 -0.093619999999999995 -0.46007999999999999 0.093350000000000002 -1.0000000180025095e-35 -0.085939999999999989 1.0000000180025095e-35 -0.082404999999999992 0.082925000000000013 -0.080509999999999984 -0.081599999999999992 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 13 8 7 -7 9 10 -2 -3 -13 20 18 -16 17 -17 23 -20 -1 -22 -11 -15 25 -21 28 -28 -27 -30
right_child=2 11 3 -5 -6 6 -8 -9 -10 22 -12 12 -14 14 15 16 -18 -19 19 24 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.014973059659068651 -0.007650832053540009 0.0087197346474837383 0.011443821138569288 0.003450816463033158 0.0011755629410517628 -0.00041757666101483143 0.008987986010033637 -0.011187825657427312 0.011518662013113499 -0.00025218088766964879 0.0031739638947165891 -0.0047100231677679157 0.0046818712980232456 0.017561422674744219 -0.0019692844059318306 0.0094759190103407796 0.012870705694270632 0.00049784363354914466 0.00017377400178123607 0.0019932485815575894 0.009302840492233122 0.0047653646530913347 0.0088066734006985083 0.0091688579829482773 0.01388260524607066 0.010390658276603343 0.016952606686390936 0.0085873017381889408 -0.00088780077553733639 0.0068825163667870573
leaf_weight=37 28 27 35 62 29 38 20 25 20 23 67 29 33 27 30 48 24 65 33 34 655 72 47 51 33 130 24 587 27 761
leaf_count=37 28 27 35 62 29 38 20 25 20 23 67 29 33 27 30 48 24 65 33 34 655 72 47 51 33 130 24 587 27 761
internal_value=0 0.00780129 0.00311123 0.00633489 0.00796663 0.00194446 -0.00139523 -0.00469148 0.00344281 0.00246391 -1.65023e-05 0.00284656 0.000288888 0.00804129 0.00758935 0.00441331 0.00581096 0.00431154 0.00790007 0.00770021 0.00914983 0.00885346 0.00583019 0.012074 0.00785584 0.00772859 0.00785613 0.00891589 0.00715077 0.00661627
internal_weight=0 2756 365 97 2667 268 83 63 185 165 95 89 62 2638 1874 167 137 113 1707 1629 764 727 70 78 1596 1563 1529 611 918 788
internal_count=3121 2756 365 97 2667 268 83 63 185 165 95 89 62 2638 1874 167 137 113 1707 1629 764 727 70 78 1596 1563 1529 611 918 788
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 3 3 1 12 150 0 12 4 157 47 14 1 48 475 0 13 16 48 47 15
split_gain=57.2623 9.45643 6.19159 5.16145 4.40956 2.95191 1.96335 1.898 1.65526 1.43311 0.986973 1.48926 0.929124 0.894097 0.874104 0.822287 0.589799 0.735829 0.590648 0.571072 0.542982 0.567034 0.531689 0.480012 0.454915 0.447398 0.443827 0.722966 0.428694 0.407359
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.31370500000000007 0.10299500000000002 0.089770000000000016 -0.42850999999999995 1.0000000180025095e-35 -0.095504999999999993 0.09141500000000001 -0.51843499999999987 -0.069619999999999987 0.078345000000000012 -0.46166999999999997 0.11669000000000002 0.11280000000000003 -0.07550999999999998 1.0000000180025095e-35 0.049530000000000012 -0.29154999999999992 0.085700000000000012 0.08265500000000002 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 -6 12 -5 14 11 24 16 -12 23 28 17 -1 -18 20 -3 26 -21 -7 -4 -17 -22 -28 -14 -19
right_child=1 2 10 8 6 9 -8 -9 -10 -11 13 -13 15 -15 -16 25 18 29 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0018536146577454293 0.0014336508831525518 0.00088823803221591284 0.00026493704574792691 0.0013235861944698546 0.0013045990182636422 0.0015186691041445839 0.00077121826595204896 0.0017673327065366288 0.0007867536853640632 0.00084495769636663376 0.00044358709541526277 0.00089135842762381383 0.00099192171662122221 5.0572386735375047e-06 0.00097849792168464185 0.0014407224611220997 0.0010875187462924462 0.0017132835060942406 0.0014268165283792878 0.0010645654187764304 0.00085872210159591367 0.00047843700592991857 0.00070662021322307898 0.0013161460152561815 0.00059422791045467152 0.0012133106259678763 0.00037797262584539495 0.00075255880598681186 0.0013333295242998575 0.0014854023761909083
leaf_weight=22 74 31 54 34 83 52 39 79 63 26 33 28 31 39 27 226 21 31 325 27 41 78 39 334 23 39 32 52 26 1112
leaf_count=22 74 31 54 34 83 52 39 79 63 26 33 28 31 39 27 226 21 31 325 27 41 78 39 334 23 39 32 52 26 1112
internal_value=0 0.000772374 0.00069068 0.00141817 0.000819787 0.00143646 0.00113409 0.00146975 0.000974922 0.00129146 0.000382867 0.000504113 0.00145693 0.00020605 0.00131957 0.0013613 0.00147731 0.00149842 0.00140622 0.000691969 0.000646535 0.000609625 0.000853052 0.00134343 0.000363297 0.00140725 0.000691486 0.000609859 0.00114765 0.00149158
internal_weight=0 673 599 2448 422 2351 122 1912 97 439 177 105 1833 72 413 322 1511 1165 346 300 234 203 66 386 77 265 125 84 57 1143
internal_count=3121 673 599 2448 422 2351 122 1912 97 439 177 105 1833 72 413 322 1511 1165 346 300 234 203 66 386 77 265 125 84 57 1143
is_linear=0
shrinkage=0.00196078


Tree=3970
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 47 2 123 2 2 34 13 0 47 1 475 4 52 47 12 12 1 4 4 4 160 4 3
split_gain=25.9792 5.18188 2.83968 1.91924 1.70375 1.1332 0.99391 0.974784 0.729877 0.739018 0.60686 0.522919 0.694112 0.452887 0.409323 0.567143 0.548876 0.401505 0.389935 0.388084 0.340314 0.33235 0.313203 0.345206 0.301976 0.285754 0.269928 0.268276 0.261502 0.255322
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.10005000000000001 0.088105000000000003 0.062655000000000016 -0.13033999999999998 0.13082500000000002 0.14960000000000004 0.084025000000000016 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 -0.016469999999999995 -0.11173999999999999 0.078875000000000015 0.083345000000000016 -0.07550999999999998 0.0082450000000000006 0.12492500000000002 0.078345000000000012 0.10061500000000002 0.08815000000000002 0.089770000000000016 0.42051500000000003 -0.51253999999999988 -0.14098499999999997 0.08443500000000001 0.010840000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 -1 11 9 17 21 12 -4 24 15 16 -8 -5 22 20 29 -6 23 25 -14 -16 -24 -18 -23 -3
right_child=1 2 7 8 10 -7 14 -9 -10 -11 -12 -13 13 -15 18 -17 27 -19 -20 -21 -22 28 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00045069403142905702 0.00088647808465692731 0.00028065484481767808 8.0611231556255566e-05 0.00097039157388575784 0.00089351550083268771 0.0011223641647820869 0.00087228587839257665 0.00053071969879221585 0.00043441955341506601 0.0004525398803231493 0.00043182160675829084 9.2583275624963517e-05 0.00045551868584737469 0.00057053940095582356 0.0011673509587649426 0.0010540911415043998 0.00045824000156674983 0.00077181814409370871 0.00078501208931781288 0.00066162850168628403 0.00054970690732388243 0.00082097382522096829 0.00069859552937621635 0.00075034682684115711 0.00014447234064231024 0.00093549832789901761 0.00088535557365786253 0.00072302113061536348 0.00052016652682248285 0.00042546921299269118
leaf_weight=20 90 100 45 44 44 81 53 37 26 26 26 114 20 31 21 25 28 355 109 21 39 20 31 38 30 763 740 31 25 88
leaf_count=20 90 100 45 44 44 81 53 37 26 26 26 114 20 31 21 25 28 355 109 21 39 20 31 38 30 763 740 31 25 88
internal_value=0 0.000445943 0.000383992 0.000868551 0.000498086 0.000895336 0.000885444 0.000234476 0.000753334 0.000772844 0.000695354 0.000188805 0.000275863 0.000384337 0.000890172 0.000787064 0.00072746 0.000793716 0.000898472 0.000406611 0.000383019 0.000772341 0.000906235 0.000932862 0.000268891 0.000941709 0.000877846 0.000597362 0.000653859 0.00034844
internal_weight=0 730 640 2391 363 1940 1859 277 451 425 115 240 126 81 1839 137 112 399 1702 248 227 89 1593 822 50 784 771 59 45 188
internal_count=3121 730 640 2391 363 1940 1859 277 451 425 115 240 126 81 1839 137 112 399 1702 248 227 89 1593 822 50 784 771 59 45 188
is_linear=0
shrinkage=0.00196078


Tree=3971
num_leaves=31
num_cat=0
split_feature=4 3 2 1 148 133 16 403 484 4 151 3 0 49 160 14 48 15 12 15 13 48 402 133 3 12 11 13 40 2
split_gain=0.86375 0.270038 0.204797 0.139311 0.220291 0.175675 0.211002 0.189051 0.143 0.186026 0.169495 0.138291 0.193476 0.185349 0.150037 0.177571 0.120605 0.125498 0.155946 0.120298 0.141721 0.136241 0.164953 0.144544 0.128248 0.18514 0.147458 0.118132 0.104677 0.104637
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.090540000000000023 -0.07990499999999999 0.084760000000000016 -0.082179999999999989 -0.071919999999999984 -0.020124999999999994 0.0012600000000000003 -0.08483499999999998 -0.0096849999999999974 -0.11013499999999998 -0.023059999999999997 -0.067824999999999983 -1.0000000180025095e-35 0.11280000000000003 -0.44764999999999994 -0.064509999999999984 -0.15914499999999995 -0.013304999999999999 0.090720000000000009 0.085065000000000016 0.091250000000000012 -0.15956499999999998 0.082095000000000015 0.080150000000000013 0.05868000000000001 -0.082074999999999995 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 -5 8 -7 -8 9 -6 -10 27 13 -13 -14 -16 17 18 -15 20 -1 24 23 -23 25 -21 28 -2 -26 -30
right_child=11 -3 -4 4 5 6 7 -9 10 -11 -12 12 14 16 15 -17 -18 -19 -20 21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.019512534961104396 0.0075071118633786684 0.002741465395091517 -0.00053060574700003081 -0.0023721720646357257 0.018147522932526451 -0.0027760366177452464 0.012202622625586947 0.0040330169779944219 0.0015619308288608278 0.0081789315069237586 0.0088234143798046876 -0.0021228721245161951 0.0043003198000535906 0.00036862075386401879 -0.011978491352471922 -0.00057285604401467705 0.00014626674004830423 0.015610823363531381 0.012287627122852774 0.0083345389882610605 0.0098674656450151443 0.0092110329068050348 -0.0013496831818686232 0.00099277517639655773 0.016648478023707867 0.021307929461313921 0.0010253102762535925 0.0016612756988033653 0.010923516943239521 0.0089648724383612332
leaf_weight=25 112 74 23 21 36 28 43 83 35 39 394 31 28 23 21 39 20 20 21 22 39 121 23 26 20 22 21 50 344 1317
leaf_count=25 112 74 23 21 36 28 43 83 35 39 394 31 28 23 21 39 20 20 21 22 39 121 23 26 20 22 21 50 344 1317
internal_value=0 0.00870064 0.00886506 0.00894633 0.0077103 0.00803208 0.00507613 0.00682106 0.00893528 0.0129639 0.00823099 0.00352392 0.00178508 0.00448566 -0.0017441 -0.00456483 0.00692453 0.00904273 0.00605724 0.00937021 0.0136351 0.00922775 0.00652532 0.00775746 0.00949087 0.0148212 0.00935307 0.00570284 0.00945711 0.00937052
internal_weight=0 2756 2682 2659 679 658 154 126 504 75 429 365 203 115 88 60 84 64 44 1980 64 1916 170 147 1746 44 1702 162 1681 1661
internal_count=3121 2756 2682 2659 679 658 154 126 504 75 429 365 203 115 88 60 84 64 44 1980 64 1916 170 147 1746 44 1702 162 1681 1661
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 0 2 12 14 0 4 49 4 1 2 147 0 52 2 4 15 3 0 47 0 150
split_gain=38.9463 4.83032 4.14542 3.61713 2.54007 1.56924 1.4995 1.35817 1.18089 0.826395 0.970939 0.796026 0.781365 0.773486 0.563561 0.549616 0.492826 0.487706 0.454868 0.436247 0.416586 0.415507 0.485203 0.394313 0.568979 0.373419 0.368965 0.328838 0.820297 0.315127
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.12958500000000003 0.091475000000000015 0.082585000000000006 -0.17966999999999997 -0.067094999999999988 0.092235000000000025 0.13597000000000004 0.076175000000000007 -0.23194499999999998 -0.059649999999999988 -0.012034999999999999 0.10528000000000001 0.16175000000000003 0.10855000000000002 0.08955500000000001 -0.14001499999999997 1.0000000180025095e-35 0.10402500000000002 -0.064054999999999987 -0.033689999999999991 -0.13927999999999999 -0.080869999999999984 0.078345000000000012 -0.061629999999999997 0.083770000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 13 19 12 16 -6 10 29 14 20 -1 26 -2 27 -7 23 -3 -4 22 -12 -15 -25 -16 -8 -5 -29 -10
right_child=1 5 6 7 8 17 11 -9 9 -11 21 -13 -14 18 25 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0017434779388594329 0.00100925241615258 0.00087836726967511819 0.0012249974816964538 0.00081402895209060683 0.0014473933205809645 0.00058406920624901623 0.0015793518325466461 0.00061007528638239237 0.0014071408189645334 0.00075258381500955293 0.0011074755781602826 0.0011100709221062198 0.0017411134946529211 0.0015150771649810029 0.0011068523551026981 0.00136789318050265 0.0012171524155373667 0.00028521086567757172 0.0011420704360466962 0.00056310350786981296 0.0014859247664670309 0.0012232423834867923 0.00078748146331227692 0.001404892590086339 0.0010221997553519174 0.0013591994643769019 0.0014214363083048585 0.0012535604494376008 0.00075380505909801855 0.0011280601265049781
leaf_weight=22 20 108 24 60 31 131 68 58 35 33 29 39 46 64 24 92 25 25 32 20 1188 20 49 59 20 372 348 28 23 28
leaf_count=22 20 108 24 60 31 131 68 58 35 33 29 39 46 64 24 92 25 25 32 20 1188 20 49 59 20 372 348 28 23 28
internal_value=0 0.00085236 0.00141178 0.00102328 0.00123438 0.000668201 0.00144728 0.0008613 0.00109204 0.00103525 0.00109319 0.00138371 0.00149028 0.00139696 0.00139685 0.00130385 0.000968439 0.000536175 0.00135339 0.000829107 0.00148076 0.000971104 0.000906454 0.00140068 0.00130801 0.00134391 0.00144725 0.000912423 0.00102818 0.0012831
internal_weight=0 590 2531 306 422 284 2109 194 225 194 161 851 1258 197 812 112 136 156 175 128 1212 98 78 143 79 396 416 111 51 63
internal_count=3121 590 2531 306 422 284 2109 194 225 194 161 851 1258 197 812 112 136 156 175 128 1212 98 78 143 79 396 416 111 51 63
is_linear=0
shrinkage=0.00196078


Tree=3973
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 2 1 1 49 376 1 2 159 150 52 12 4 3 403 2 16 475 1 1 2 16 15
split_gain=29.1504 5.12523 2.38554 2.08223 1.72992 1.58158 0.914539 0.870972 0.852721 0.714585 0.643202 0.589246 0.566783 0.475593 0.990214 0.454935 0.524196 0.42526 0.391349 0.436469 0.55755 0.407467 0.34735 0.338766 0.335937 0.450385 0.334911 0.323535 0.317406 0.36376
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11669000000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.16540500000000002 -0.054984999999999992 0.080200000000000007 0.089625000000000024 0.090425000000000019 0.082585000000000006 1.0000000180025095e-35 -0.56176499999999996 0.088245000000000004 -0.080924999999999983 0.090900000000000009 -0.091194999999999984 -0.0091949999999999983 -0.042349999999999992 -0.07550999999999998 0.099400000000000002 0.12165500000000001 0.11474000000000002 -0.0034149999999999996 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 15 7 10 13 17 -4 -6 -2 23 18 22 16 27 -7 19 -1 21 -21 -15 -8 -19 28 -5 -3 -26 -30
right_child=1 4 9 26 6 8 12 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 24 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0012060656324574283 0.00071815220346929979 0.00091349640098478831 0.0010421476714281726 0.00071429953170128353 0.00038204933731096055 0.0012323723222970138 0.00058569280119696605 0.0013271039384498929 0.00074623687131166014 0.00066915332801140712 1.2556637509488592e-05 0.001053163268204657 0.00031840112443794221 0.00083153473585496202 0.00065199255384346003 0.00046738017115068329 0.00058211108824709383 0.00117602340985687 0.0010887458715936227 0.00086966558440908822 0.00080441819516077545 0.0011425983635602645 0.0010932643751741624 0.00090729735846466881 0.0010575270686403761 0.00073056754542916429 0.00046175061379223441 0.00062432040840415168 0.0010437020243797628 0.0008407136698076928
leaf_weight=362 24 51 28 52 192 34 34 76 48 67 20 127 20 21 23 36 61 39 596 22 21 477 272 20 182 25 33 21 62 75
leaf_count=362 24 51 28 52 192 34 34 76 48 67 20 127 20 21 23 36 61 39 596 22 21 477 272 20 182 25 33 21 62 75
internal_value=0 0.000627257 0.00108367 0.000861732 0.000505639 0.00109606 0.0004127 0.00112151 0.000993725 0.000779089 0.000347192 0.000999916 0.000600372 0.0011128 0.00104375 0.00066292 0.000715848 0.00102221 0.00112756 0.00115379 0.00111739 0.00113057 0.00107451 0.000704806 0.00100356 0.000984003 0.000616251 0.000829153 0.00100387 0.000932577
internal_weight=0 691 2430 236 455 2335 286 1870 465 95 212 151 74 1794 316 169 133 417 1478 882 520 499 293 54 383 344 85 72 319 137
internal_count=3121 691 2430 236 455 2335 286 1870 465 95 212 151 74 1794 316 169 133 417 1478 882 520 499 293 54 383 344 85 72 319 137
is_linear=0
shrinkage=0.00196078


Tree=3974
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 0 1 4 4 4 15 475 12 1 47 0 15 52 52 15 16 13 4
split_gain=84.7628 13.4004 8.16045 6.58236 4.71207 4.46846 2.52897 2.52285 2.4465 1.88963 1.73278 1.58378 1.52775 1.62737 1.27632 1.20065 1.10467 0.897622 0.856256 0.777596 0.719596 0.585406 0.555044 0.626983 0.516695 0.547722 0.486412 0.457867 0.453569 0.440294
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.27834500000000006 0.0061450000000000003 0.27287000000000006 -0.097454999999999986 -0.066784999999999983 0.088245000000000004 0.089770000000000016 0.090100000000000013 -0.15202999999999997 -0.03241999999999999 -0.55252499999999982 0.039215000000000007 -0.41942499999999994 0.19444000000000003 -1.0000000180025095e-35 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 11 16 -5 -6 14 13 22 -4 19 18 -15 -7 20 29 -3 -1 -24 -20 -26 -13 -27 -16 -14
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 26 15 17 28 -17 -18 -19 24 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0015997698900543109 0.0013263973214289852 0.00043627741346088413 0.0005401288880041836 0.0011784295537514394 0.0011550309484759209 0.0014344614825811189 0.0017205892494034842 0.00065502448409211398 0.0006997474736481948 0.0006048489453597414 0.0005929843798961515 9.2787873375002004e-05 0.0016490007827189717 0.0012590212374925613 4.8577414089417777e-05 0.0011743008438995816 0.00078250489960673118 0.00075234033092535721 0.0014843425747393226 0.0013408551844700876 0.0011256753975818939 0.00071909651171307579 0.0014080539571136987 0.00099657837033661372 0.0010902102304911508 0.0012927968430976279 -0.0001913000555746705 0.00098790412307210563 0.00035255138576030732 0.0014297668261699587
leaf_weight=23 71 191 39 34 71 63 76 37 41 63 30 37 37 20 77 110 23 41 21 747 29 33 35 24 171 136 62 22 25 732
leaf_count=23 71 191 39 34 71 63 76 37 41 63 30 37 37 20 77 110 23 41 21 747 29 33 35 24 171 136 62 22 25 732
internal_value=0 0.00052074 0.00042572 0.00130646 0.00063648 0.00132711 0.00137024 0.000178439 0.00115767 0.000805898 0.000988086 0.000104966 0.00135543 0.00116099 0.000238435 0.00137223 0.00120073 0.000918465 0.00122403 0.00138632 0.00142888 0.000477943 0.0013414 0.00124067 0.00118615 0.00116711 -8.51258e-05 0.00125034 0.000123081 0.00144032
internal_weight=0 673 602 2448 325 2351 1874 277 477 97 101 240 1798 143 141 1655 436 61 413 1545 798 224 82 59 350 329 99 158 102 769
internal_count=3121 673 602 2448 325 2351 1874 277 477 97 101 240 1798 143 141 1655 436 61 413 1545 798 224 82 59 350 329 99 158 102 769
is_linear=0
shrinkage=0.00196078


Tree=3975
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 2 133 52 1 150 2 1 4 14 15 43 0 15 147 3 1 0 4 13 2 4 4
split_gain=23.6935 3.04852 2.59053 2.18539 1.61985 1.14012 1.08989 0.878772 0.752706 0.635031 0.524459 0.511578 1.10852 0.50521 0.483591 0.475386 0.402777 0.400835 0.360313 0.323244 0.352925 0.31275 0.307269 0.29206 0.328011 0.284222 0.622037 0.280158 0.280069 0.264053
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.082585000000000006 0.089885000000000007 -1.0000000180025095e-35 -0.56176499999999996 0.089770000000000016 0.081835000000000019 0.11704500000000001 0.090540000000000023 0.10528000000000001 0.062655000000000016 -0.43375999999999998 -0.080324999999999994 -0.073309999999999986 0.092145000000000019 0.088610000000000008 -0.11171999999999999 0.085345000000000018 0.041630000000000007 0.024790000000000003 -1.0000000180025095e-35 0.13501500000000002 0.51388000000000011 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 5 8 21 15 14 -4 -10 23 22 -2 16 25 -1 28 -11 -16 -21 -3 -13 24 29 26 -5 -19 -8 -12
right_child=1 6 9 7 -6 -7 17 -9 10 18 11 12 -14 -15 19 -17 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010179513522414372 0.00092521363090258856 0.00054259359334720726 0.00096002484467577808 0.00048581622935462185 0.00059952559363510868 0.00065090936924398139 0.00054846308868027082 0.00032091017435532281 0.0011264830496943619 0.00065948157529010045 0.00097338420339996049 0.0010211358704665546 0.00038053037425247479 0.00058264779693940102 0.0009678230790951029 0.00085555385023939842 0.0011842781515967195 0.00033069979780546541 0.00037026974619922367 0.00060644024823677735 0.00093116584427744285 0.00028183694701053958 0.00077654505312881039 0.0011764905441041086 0.00079859694252248676 0.0003768663572464953 0.00084301330819171085 6.8377119573290532e-05 0.00028419027557096581 0.0008890360898993312
leaf_weight=1092 96 112 22 53 45 41 21 57 53 67 486 39 20 20 209 25 59 23 22 22 31 21 40 20 61 26 29 49 58 202
leaf_count=1092 96 112 22 53 45 41 21 57 53 67 486 39 20 20 209 25 59 23 22 22 31 21 40 20 61 26 29 49 58 202
internal_value=0 0.000518296 0.000954631 0.00065408 0.000968066 0.000975048 0.000371994 0.000524605 0.000980742 0.000661727 0.000937128 0.000925566 0.000792896 0.000866151 0.00100917 0.000611902 0.00102648 0.000257996 0.000587991 0.000933141 0.000796374 0.000501421 0.000897292 0.000942645 0.000936401 0.000555502 0.000612142 0.000152175 0.00035444 0.000948619
internal_weight=0 590 2531 306 2420 2375 284 190 2334 111 921 868 99 116 1413 133 1151 151 89 262 53 133 79 769 749 108 82 72 79 688
internal_count=3121 590 2531 306 2420 2375 284 190 2334 111 921 868 99 116 1413 133 1151 151 89 262 53 133 79 769 749 108 82 72 79 688
is_linear=0
shrinkage=0.00196078


Tree=3976
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 4 150 4 150 0 47 0 4 15 10 157 475 3 1 16 15 12 52
split_gain=67.9702 11.1454 6.01633 5.52596 4.1595 3.52384 2.07181 1.87343 1.78573 1.55653 1.40309 1.28523 1.16819 1.05684 1.0073 0.970672 0.954328 0.682653 0.671774 0.775858 0.637502 0.584885 0.557568 0.538449 0.503603 0.47293 0.538614 0.367642 0.364971 0.412131
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.14753000000000002 0.00063500000000000004 0.09487000000000001 0.27834500000000006 1.0000000180025095e-35 -0.11173999999999999 0.090100000000000013 -0.08095999999999999 -0.55119499999999988 -0.41942499999999994 -0.38124499999999995 -0.082009999999999986 -0.07550999999999998 -0.010424999999999999 0.11669000000000002 -0.29154999999999992 -0.028889999999999996 0.095780000000000018 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 12 11 15 -5 -6 14 16 -14 -4 23 27 25 -18 -20 -13 -22 -21 -7 -16 26 -3 -1 -25 -30
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 20 13 -15 24 -17 18 -19 19 22 21 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.0014883204340155607 0.0015837864737851749 0.00098683515396283394 0.0008623515217400648 0.0014321035687245574 0.0014239213428619783 0.0016562015194558511 0.0019269633503828749 0.00096074783859678725 0.001029862175570442 0.00091152672968640186 0.0009181627649448666 0.00051650782027304646 0.0015184452298679641 0.001109531797879878 0.00067375024975714409 0.001117530852751015 0.0016582371780219797 0.0010548106666413079 0.0019409588905943543 0.0012435561291226486 0.00038993222887317335 -1.6151754599478509e-05 0.0015697085250620923 0.0015231350332787033 0.00040150829200269673 0.00056839039208638419 0.00072629750867128152 0.001145116790544753 0.0013062717475498568 0.001489460380161967
leaf_weight=30 71 43 40 34 71 59 76 37 41 63 30 32 243 27 41 30 937 33 21 21 25 30 499 158 72 43 105 20 97 92
leaf_count=30 71 43 40 34 71 59 76 37 41 63 30 32 243 27 41 30 937 33 21 21 25 30 499 158 72 43 105 20 97 92
internal_value=0 0.000849039 0.000762382 0.00155263 0.000943348 0.00157156 0.00160986 0.000550058 0.00142109 0.001094 0.0012737 0.000486743 0.00159645 0.00147755 0.000594944 0.00145788 0.00161746 0.000794396 0.00162647 0.00157146 0.00029646 0.000168432 0.00155654 0.00148303 0.000500286 0.000749403 0.000801994 0.00135104 0.00145359 0.00139544
internal_weight=0 673 602 2448 325 2351 1874 277 477 97 101 240 1798 270 153 436 1528 224 1478 541 87 55 520 406 113 191 148 50 347 189
internal_count=3121 673 602 2448 325 2351 1874 277 477 97 101 240 1798 270 153 436 1528 224 1478 541 87 55 520 406 113 191 148 50 347 189
is_linear=0
shrinkage=0.00196078


Tree=3977
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 0 2 4 0 14 1 15 4 15 52 2 147 49 2 150 2 0 15 43 150 0
split_gain=30.3157 3.79984 3.33268 2.52699 1.79091 1.3109 1.23141 1.11373 0.99967 0.871821 0.796569 0.789816 0.73367 0.674376 0.61155 0.550679 0.524283 0.965538 0.495034 0.482851 0.42219 0.418516 0.368687 0.427265 0.36071 0.336484 0.709018 0.320653 0.301631 0.287506
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.09141500000000001 0.082585000000000006 -0.15464999999999998 -0.067094999999999988 0.092235000000000025 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.16540500000000002 0.13592500000000005 -0.059649999999999988 -0.03241999999999999 1.0000000180025095e-35 0.099185000000000009 0.088610000000000008 -0.012034999999999999 0.14285500000000004 1.0000000180025095e-35 0.10402500000000002 -0.11437499999999999 -0.095244999999999982 -0.013199999999999998 0.083770000000000011 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 12 20 13 22 -6 10 28 15 -1 25 -7 29 19 -18 24 -14 -3 -2 23 27 -12 26 -4 -5 -10 -8
right_child=1 5 6 7 8 14 11 -9 9 -11 18 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013834419017807048 0.00070398123496595555 0.00060139056554400685 0.0012078977529964749 0.00062512496881412735 0.001070997294257669 0.00033673853074203263 0.0011156290282382136 0.00036365939943375539 0.0010846337131648876 0.00042319001788212584 0.0007734502094383 0.00091906406514930959 0.0012283530691311263 0.0013727522489296404 -2.3884098736845814e-05 0.00077330608933986198 0.0010243185285490363 0.00058657356072919578 0.00094690407023710361 0.00087079622070578965 0.0002984264554207176 0.0010169390234889785 0.00045577881097421714 0.00057284902284186398 0.00048999466359095898 0.0011370084452435995 0.00069204520406749312 0.00090833755008810435 0.00080981565957643738 0.0010337509011990001
leaf_weight=22 20 112 21 22 40 130 399 58 34 30 28 160 53 46 21 23 76 26 20 20 21 92 22 41 45 1159 20 51 28 281
leaf_count=22 20 112 21 22 40 130 399 58 34 30 28 160 53 46 21 23 76 26 20 20 21 92 22 41 45 1159 20 51 28 281
internal_value=0 0.000574948 0.00106851 0.000726543 0.000909445 0.00041161 0.00110033 0.000591155 0.000789922 0.000729149 0.000788367 0.0010434 0.00104596 0.00113976 0.000286586 0.0010717 0.00100353 0.000912736 0.000673596 0.00113039 0.000553554 0.000961054 0.000688176 0.000733024 0.000598717 0.00113083 0.000956262 0.000822986 0.000960522 0.00108179
internal_weight=0 590 2531 306 422 284 2109 194 225 185 155 863 197 1246 151 703 175 102 93 73 133 112 136 114 73 1200 41 73 62 680
internal_count=3121 590 2531 306 422 284 2109 194 225 185 155 863 197 1246 151 703 175 102 93 73 133 112 136 114 73 1200 41 73 62 680
is_linear=0
shrinkage=0.00196078


Tree=3978
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 1 2 42 16 11 124 10 132 12 3 156 14 42 39 3 15 3 1 48 51 0 4 157 481 481
split_gain=1.91057 0.488771 0.241284 0.29581 0.23967 0.194681 0.184148 0.182171 0.149235 0.147319 0.159104 0.138225 0.135404 0.124431 0.154466 0.128273 0.118811 0.111427 0.103102 0.14691 0.302556 0.169988 0.14728 0.240754 0.101942 0.115217 0.115551 0.0992496 0.145346 0.153836
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -1.0000000180025095e-35 0.13075500000000004 0.13404500000000005 0.11159000000000001 0.13751500000000003 0.098860000000000017 -0.076779999999999987 -0.062879999999999978 0.078465000000000021 -0.12529499999999996 0.31534000000000006 0.096220000000000014 0.062655000000000016 -0.0041849999999999986 0.094095000000000026 0.11658 -0.031204999999999997 0.088060000000000013 0.111945 0.083685000000000009 0.10614000000000001 0.12445000000000002 0.41257000000000005 -0.48214999999999997 0.11290000000000001 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 7 -2 12 9 13 -8 10 17 -4 24 -3 15 18 27 -1 19 21 -21 22 23 -15 25 26 -6 -12 29 -29
right_child=1 2 11 -5 5 -7 8 -9 -10 -11 16 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.013508430110024556 0.00089054081056799217 0.013599284446368425 -0.0059361030062427753 0.018600126280493678 0.013473980358084812 0.0055679525714367635 0.0025556589028349632 -0.0026459526137581897 0.013650998316535896 0.0053952476098423916 0.020665547256136226 0.0034073573898671101 0.0070118232386096593 -0.0033300279107397034 -0.0018847728037231027 0.014337282606654548 0.017798809091059062 0.0058686381793536602 0.002021082673325307 0.0072867322900164568 -0.0068863854353548963 0.015289408746449388 0.011325019261298273 0.008807290367125957 0.020891705099493268 0.019775802797327439 0.0056194279088892726 0.0137535185324632 0.007172293111921824 0.020741292322054506
leaf_weight=35 21 26 20 21 126 40 27 21 22 21 21 76 31 26 21 22 78 42 45 61 20 34 52 44 20 24 22 2037 33 32
leaf_count=35 21 26 20 21 126 40 27 21 22 21 21 76 31 26 21 22 78 42 45 61 20 34 52 44 20 24 22 2037 33 32
internal_value=0 0.00787151 0.00595519 0.00705306 0.0111711 0.011992 0.0136033 0.00640121 0.00753724 0.0137326 0.0138094 0.0014608 0.0131443 0.00694249 0.00640995 0.00698294 0.0139657 0.00934127 0.00640919 0.00724238 0.0037872 0.00903642 0.00729378 0.00429914 0.0141344 0.0133487 0.0123064 0.0138249 0.0137566 0.0138616
internal_weight=0 773 489 393 284 263 2348 372 49 2299 2278 96 223 351 325 304 2201 77 282 237 81 156 122 70 192 172 148 2123 2102 2069
internal_count=3121 773 489 393 284 263 2348 372 49 2299 2278 96 223 351 325 304 2201 77 282 237 81 156 122 70 192 172 148 2123 2102 2069
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=31
num_cat=0
split_feature=1 3 12 15 46 3 148 15 2 2 3 0 132 1 15 4 2 12 0 0 0 475 12 150 41 15 133 160 481 43
split_gain=1.54884 0.269963 0.251301 0.294092 0.222355 0.261787 0.208657 0.285567 0.19119 0.24651 0.18046 0.172209 0.167751 0.188782 0.234074 0.161828 0.154601 0.153359 0.163573 0.151211 0.147454 0.1482 0.336355 0.174146 0.136432 0.142108 0.134118 0.140893 0.136625 0.129292
threshold=0.11146500000000002 0.31299000000000005 0.078300000000000008 0.035560000000000008 0.084955000000000017 0.12178000000000001 -0.078044999999999989 -0.24436499999999997 -0.0091949999999999983 0.099185000000000009 0.092670000000000016 -0.067094999999999988 0.10365500000000001 0.13604000000000002 -0.40580499999999992 -0.031404999999999995 1.0000000180025095e-35 0.086700000000000013 -0.14920999999999998 -0.036484999999999997 -0.10096999999999999 -0.085684999999999997 0.083935000000000023 0.10389500000000002 0.077565000000000009 0.13592500000000005 0.11524500000000001 0.11655500000000001 -0.086484999999999992 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 8 -2 -8 11 10 -10 -1 13 -3 -15 -12 19 18 -4 29 -20 22 -22 26 25 -19 27 28 -23 -9
right_child=1 12 17 -5 -6 -7 7 16 9 -11 15 -13 -14 14 -16 -17 -18 24 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0089148285565897826 -0.0011834282960210528 0.0043751438757261406 0.020832839007339173 0.01693433746783379 0.019081415697222666 -0.0016029508008311194 0.0045788195705608811 0.012303900902253995 0.014657117006861391 0.007288991305491448 0.012754481368271323 -0.0022043957625730681 0.0082605727718536009 0.002452647306684715 -0.012149928336072228 0.00057488750899210579 0.0072347116614595907 0.01218761242499697 0.0072689893693235284 0.0054029455784272975 0.010538160825019767 0.021295657716001629 0.025299938384330634 0.004295586381756168 0.0057087655338857856 0.0060698111720669731 0.0066294962182067907 0.0058242538664489991 0.013939432243057612 0.020961373631397023
leaf_weight=30 28 39 31 53 21 24 160 69 126 163 24 26 28 21 23 20 97 1436 37 23 29 27 33 21 35 39 26 20 389 23
leaf_count=30 28 39 31 53 21 24 160 69 126 163 24 26 28 21 23 20 97 1436 37 23 29 27 33 21 35 39 26 20 389 23
internal_value=0 0.00593067 0.011951 0.00990225 0.0090435 0.00853309 0.00714148 0.00776808 0.00915845 0.0100676 0.0127318 0.00375233 0.00156742 -0.000690508 -0.00518052 0.0072183 0.0101751 0.012421 0.0137549 0.0126552 0.0133779 0.0137926 0.0183952 0.0132018 0.0118794 0.0120259 0.0136067 0.0140227 0.0144169 0.0144683
internal_weight=0 511 2610 487 434 413 400 372 389 333 170 56 111 83 44 44 212 2123 613 115 582 545 62 483 1510 1475 462 436 416 92
internal_count=3121 511 2610 487 434 413 400 372 389 333 170 56 111 83 44 44 212 2123 613 115 582 545 62 483 1510 1475 462 436 416 92
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=31
num_cat=0
split_feature=1 2 0 4 11 2 11 3 12 1446 2 34 2 13 12 49 0 3 16 3 16 0 4 49 151 15 16 13 157 52
split_gain=1.27436 0.356296 0.233314 0.199557 0.181427 0.22264 0.180206 0.155717 0.184886 0.151735 0.207903 0.143087 0.202246 0.13538 0.137224 0.144686 0.128781 0.125598 0.142701 0.121978 0.121893 0.120855 0.114183 0.109077 0.162827 0.103738 0.119869 0.0969405 0.0962157 0.21222
threshold=0.11829500000000003 0.10045500000000002 -0.13843999999999998 0.42642000000000008 0.079915000000000014 -0.0091949999999999983 0.085155000000000022 0.31370500000000007 -0.42850999999999995 0.10734500000000001 0.15361500000000003 -0.038779999999999995 0.11870500000000002 -0.093839999999999993 0.095565000000000011 0.12497000000000001 -0.07384499999999998 -0.096099999999999977 0.051380000000000002 -0.014944999999999998 0.15891500000000003 -0.088099999999999984 -0.04890499999999999 -0.088694999999999982 0.015440000000000001 -0.45963999999999994 0.042200000000000008 -0.059629999999999996 0.11779500000000001 -0.42635499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 23 5 16 -6 11 -9 10 13 -2 -13 -4 17 28 -1 20 21 -18 -15 -19 -14 -3 -25 -24 27 -27 29 -16
right_child=7 2 9 -5 6 -7 -8 8 -10 -11 -12 12 22 14 15 -17 19 18 -20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.01137351003909034 -0.00028741039812401242 0.010911174761131407 0.0055613256383803683 0.01447630563939345 0.021180761167003462 0.011288044446020955 0.011369349667802453 0.0065225395401391911 -0.0028259090052285634 0.0013516684994101524 0.00030271734687544057 0.010102226872670025 0.010930436219842661 0.0037996205423648159 0.017924062098609285 0.0018957146625641899 0.0069031919197489813 0.013737214238693316 0.011565550661907766 -0.0028460695363935972 0.012950194375337782 0.022571917262393982 0.0080987013162424175 0.0045231096094042033 -0.0053142903838306671 -0.00043005853270490962 -0.0051188913566213821 0.0068113898049647877 0.0043187677394598721 0.0093339170995200959
leaf_weight=29 37 20 50 21 36 1926 39 34 56 21 21 91 21 24 36 23 33 30 64 21 37 32 30 106 20 36 22 38 24 143
leaf_count=29 37 20 50 21 36 1926 39 34 56 21 21 91 21 24 36 23 33 30 64 21 37 32 30 106 20 36 22 38 24 143
internal_value=0 0.0106041 0.00860183 0.00536162 0.0112498 0.0110695 0.0160788 0.00431622 0.000705727 0.00967334 0.0100344 0.00549783 0.00639722 0.0104758 0.0110708 0.00941269 0.00599843 0.0130747 0.0148779 0.00311181 0.00934997 0.0182971 0.00410364 0.0040506 0.00296162 0.00296584 0.00136182 0.00328852 0.0102644 0.0110615
internal_weight=0 2756 672 167 2084 2009 75 365 90 505 484 275 238 463 413 226 83 187 126 54 61 62 147 146 126 126 96 74 203 179
internal_count=3121 2756 672 167 2084 2009 75 365 90 505 484 275 238 463 413 226 83 187 126 54 61 62 147 146 126 126 96 74 203 179
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 14 4 1 2 150 0 49 4 1 1 39 12 1 13 4 475 4 50 47 13 47 12 11
split_gain=72.2604 11.0861 6.96398 5.77427 3.82785 2.93352 2.35891 2.25977 2.1522 1.76371 1.65595 1.16924 1.09467 1.73025 0.9955 0.958622 0.883018 0.796963 0.730759 0.816586 0.707311 0.839446 0.574882 0.525014 0.505695 0.495309 0.461559 0.411549 0.357412 0.349231
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.27287000000000006 0.14285500000000004 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14285500000000004 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.083345000000000016 0.16175000000000003 0.087690000000000004 0.08815000000000002 0.089770000000000016 -1.0000000180025095e-35 0.024790000000000003 -0.07550999999999998 -0.51253999999999988 0.08461500000000001 0.10350500000000001 -1.0000000180025095e-35 0.078345000000000012 0.095780000000000018 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 7 6 17 12 25 -5 11 22 13 15 18 -1 26 -3 19 23 27 -22 -6 -14 -8 -4 -7 -2 -24 -9
right_child=1 5 8 9 10 16 24 29 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016401674317638338 0.00079215366436389655 0.0012595044077254329 0.0016938242700137603 0.0015485157070825393 0.001769045033516028 0.00048029752244100482 0.00030951509717021817 0.0018477933967814726 0.0010182692614548346 0.00099437532756898456 0.0011259917621189411 0.0011552419775884568 0.002094611519691991 0.0019129648350162964 0.0015290762033899276 0.0012701528076543632 0.000140282161972102 0.00083817180861778956 0.0016844041073318364 0.001451340745769295 0.00136103861224957 0.00094999647689151341 0.0016193447687332405 0.0017727214303173546 0.00074031198324233879 0.0014412615080147419 0.00074311284380464127 0.0010977161003678452 0.0014877923444562198 0.0021280995435531188
leaf_weight=45 111 45 72 34 52 116 22 25 32 63 39 27 20 36 104 67 25 28 780 30 26 72 144 751 20 51 33 20 177 54
leaf_count=45 111 45 72 34 52 116 22 25 32 63 39 27 20 36 104 67 25 28 780 30 26 72 144 751 20 51 33 20 177 54
internal_value=0 0.000931977 0.0011503 0.00165744 0.00167678 0.000641891 0.000884888 0.00171469 0.00147125 0.00118861 0.00151166 0.00154927 0.0017007 0.00153902 0.0017149 0.00141882 0.000481289 0.0010979 0.00172712 0.00176872 0.000933057 0.00105905 0.00157779 0.00178107 0.000514656 0.0015891 0.000538505 0.000838804 0.00154681 0.0020394
internal_weight=0 673 384 2448 2351 289 115 1912 155 97 439 400 1833 148 1685 112 174 73 1581 801 229 98 373 771 42 123 149 131 321 79
internal_count=3121 673 384 2448 2351 289 115 1912 155 97 439 400 1833 148 1685 112 174 73 1581 801 229 98 373 771 42 123 149 131 321 79
is_linear=0
shrinkage=0.00196078


Tree=3982
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 1 2 2 2 150 1 13 12 4 160 48 4 47 0 52 16 10 1 3 48
split_gain=58.7687 9.08327 6.12898 4.63681 3.94636 3.05959 1.8316 1.65753 1.57498 1.31738 1.0711 1.76137 1.06054 0.871199 0.796655 0.592759 0.578206 0.480409 0.513599 0.480934 0.441406 0.425087 0.402726 0.402334 0.398896 0.397351 0.362132 0.357499 0.361437 0.343098
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 0.17025000000000004 -0.0091949999999999983 1.0000000180025095e-35 0.11669000000000002 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 -0.025879999999999997 0.12933000000000003 -0.036839999999999991 0.090100000000000013 -0.078244999999999995 -0.56176499999999996 -0.29154999999999992 -0.38124499999999995 0.11453000000000001 -0.078244999999999995 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 15 6 10 27 14 -5 17 13 16 -12 24 22 -4 18 -1 23 -17 -2 25 -19 -7 -3 -14 -6 -29 -27
right_child=1 2 12 9 7 8 -8 -9 -10 -11 11 -13 26 -15 -16 20 -18 19 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0016360317514278865 0.0013478186019495423 0.00072767838581798232 0.00021922380475610114 0.0011419272839253919 0.0012616073263023852 0.0013845710210105618 0.0016021778555231321 0.00060906846520138354 0.00075054410779488154 0.00066300871374170764 0.00086243913595494002 0.00066501184256282102 0.00010479574837399269 0.0012600915261727172 0.00085336017379768539 0.0003749095609182502 0.00050814962466881716 0.0012064409198904494 0.0013265681019730842 0.0012845234294982214 0.00067359526012051544 0.0010303550710280736 0.00086305667591445587 0.00088042825752613588 0.0011656430270713769 0.00036474306572899983 -0.00023582624828479454 0.0007999233557146136 0.001135321875023686 0.0005935339691332483
leaf_weight=21 50 42 89 34 32 35 76 39 39 63 23 23 30 268 30 110 38 43 1136 262 23 24 20 22 373 42 20 21 30 63
leaf_count=21 50 42 89 34 32 35 76 39 39 63 23 23 30 268 30 110 38 43 1136 262 23 24 20 22 373 42 20 21 30 63
internal_value=0 0.000596759 0.000516693 0.001251 0.000645145 0.00126833 0.00130402 0.000942485 0.00112813 0.000830877 0.00129142 0.00118738 0.00021044 0.00122866 0.00116175 0.000524227 0.000305674 0.00131343 0.00133218 0.00124707 0.000426562 0.00124486 0.000602009 0.0010961 0.00118442 0.000566492 -3.14531e-05 0.00109915 0.000997217 0.000502018
internal_weight=0 673 599 2448 422 2351 1874 122 477 97 1798 314 177 291 438 300 127 1484 1157 327 133 74 167 65 408 147 50 83 51 105
internal_count=3121 673 599 2448 422 2351 1874 122 477 97 1798 314 177 291 438 300 127 1484 1157 327 133 74 167 65 408 147 50 83 51 105
is_linear=0
shrinkage=0.00196078


Tree=3983
num_leaves=31
num_cat=0
split_feature=1 4 3 130 0 3 457 12 456 2 0 49 47 2 43 13 124 151 1 16 147 1 52 12 2 16 52 52 474 1213
split_gain=1.56696 0.24851 0.233606 0.219309 0.187796 0.185854 0.206634 0.179228 0.137572 0.173772 0.16718 0.145183 0.137014 0.136842 0.141758 0.170502 0.134247 0.137749 0.129005 0.131003 0.125964 0.117559 0.106808 0.154603 0.120923 0.10276 0.173005 0.167643 0.252298 0.146744
threshold=0.11146500000000002 0.27834500000000006 -0.028564999999999997 -0.054924999999999995 0.034820000000000011 -0.07359499999999998 0.29113500000000009 0.051320000000000005 0.060100000000000008 -0.0091949999999999983 -0.070154999999999981 0.14705000000000004 0.10397500000000001 0.13622000000000004 0.0010100000000000003 -0.074044999999999986 0.0049200000000000008 0.015440000000000001 0.11374000000000002 -0.43320999999999993 0.093875000000000014 0.10374500000000002 -0.054584999999999995 -0.097494999999999984 0.14285500000000004 0.51222500000000004 -0.26636999999999994 -0.10925999999999998 0.085070000000000021 -0.071559999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 16 7 8 -1 9 10 -7 12 25 14 15 -5 17 18 -4 -20 21 -3 24 -24 -21 26 -11 -28 29 -29
right_child=2 20 4 13 -6 6 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 19 22 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0056530106414700992 0.0014857151959505347 -0.0014658936801424717 0.012913157762243197 0.0022975468330762605 -0.0045783762496126737 0.011893210829501706 0.00084750233661560798 0.012683592422197293 0.018521509677900571 0.0039150505669086301 0.00025981293680767218 0.0036776103973388675 0.019594072997570041 0.0041777417548151032 0.019316043453291062 0.012174777140539578 -0.0016550642486404758 -0.0014010891873532764 0.0019444150689490874 0.0073053913970672806 0.013083297470584513 0.0077322874839107205 0.017289694044739009 0.007070843898078525 -0.001809797182001851 0.016407666835667831 0.017036383958918083 0.018405161769728045 0.0027905429562402741 0.010892494367737107
leaf_weight=37 36 24 26 22 23 21 21 1812 23 34 30 25 20 31 20 85 29 26 71 43 20 33 20 57 22 35 46 28 37 364
leaf_count=37 36 24 26 22 23 21 21 1812 23 34 30 25 20 31 20 85 29 26 71 43 20 33 20 57 22 35 46 28 37 364
internal_value=0 0.0118518 0.00579635 0.00852948 0.00412371 0.0120219 0.0106136 0.0125429 0.0109229 0.0106498 0.00505004 0.0111347 0.0114652 0.0101344 0.0115884 0.0101439 0.00480449 0.00551138 0.00626336 0.00545165 0.00625519 0.00385937 0.00720527 0.00972509 0.00422025 0.0111664 0.010806 0.0112992 0.0106841 0.0114291
internal_weight=0 2610 511 194 317 2533 684 1849 663 640 51 589 564 158 127 107 294 265 239 213 77 57 142 77 65 544 509 475 429 392
internal_count=3121 2610 511 194 317 2533 684 1849 663 640 51 589 564 158 127 107 294 265 239 213 77 57 142 77 65 544 509 475 429 392
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 14 1 2 4 0 150 15 2 2 12 4 3 49 3 160 43 157 1 51 1 40 15 49
split_gain=33.4915 5.70225 2.84029 2.18721 2.13929 1.69503 1.59384 1.28144 1.14402 1.02845 1.13592 0.95488 0.880859 0.68743 0.665325 0.662201 0.656382 0.603635 0.576666 0.530234 0.528326 0.458903 0.554889 0.442851 0.414847 0.389009 0.376821 0.374119 0.345073 0.343214
threshold=0.104035 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.10188000000000001 -1.0000000180025095e-35 0.062655000000000016 0.093575000000000019 1.0000000180025095e-35 -0.062539999999999984 -0.10096999999999999 0.083095000000000016 -0.13578499999999996 0.13501500000000002 0.094835000000000017 0.09141500000000001 -0.52556499999999995 -0.14989499999999997 -0.054984999999999992 0.11658 0.05259500000000001 0.093175000000000022 -0.08107499999999998 0.13436000000000001 0.10411500000000001 0.11910500000000002 -0.077474999999999988 -0.040439999999999997 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 7 27 11 15 -8 -11 12 13 -1 20 -4 17 -13 -19 -2 28 22 -15 -18 -12 -6 -5 -3 -7 -17
right_child=1 4 8 26 25 14 9 -9 -10 10 24 16 -14 21 -16 29 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013997272660563568 0.00074741795866025817 0.00048390097735035749 0.0012443221732162443 0.00073610518638994181 0.00019497416484587932 0.0010007185338805175 0.00099776864003122225 0.0013927661630523253 0.00063481631653772947 0.00096462823499261937 0.0005873419940681929 0.0014986852576157424 0.00078376923384396093 0.00084728696859288878 0.0007678014229535457 0.00068107405245808783 0.00082748894863587648 0.00084782732696290694 0.0011837565932015087 0.0010652112334699787 0.000729372900472406 0.0012477679558222762 0.0012026992669097738 0.0011119223719608465 0.00030069890541627127 0.00046552533991283144 0.00047278437175144898 0.00024034318325220463 0.0011315205183677305 0.0010274244555390029
leaf_weight=23 24 48 27 48 84 177 30 83 60 30 165 23 49 57 39 22 22 20 1112 127 20 27 24 485 22 27 37 49 138 22
leaf_count=23 24 48 27 48 84 177 30 83 60 30 165 23 49 57 39 22 22 20 1112 127 20 27 24 485 22 27 37 49 138 22
internal_value=0 0.000625754 0.00111497 0.000873076 0.000497472 0.00113097 0.000573845 0.00115444 0.000834142 0.000657485 0.000610441 0.0011437 0.00100805 0.00109194 0.00101018 0.00100259 0.00115839 0.00118421 0.00117782 0.0010147 0.0010384 0.00102639 0.000952594 0.00109958 0.000553619 0.000260784 0.000621483 0.000360867 0.00105802 0.000854249
internal_weight=0 691 2430 236 455 2299 344 1925 131 247 217 1842 180 131 374 71 1662 1155 1132 151 335 108 81 507 187 111 85 97 315 44
internal_count=3121 691 2430 236 455 2299 344 1925 131 247 217 1842 180 131 374 71 1662 1155 1132 151 335 108 81 507 187 111 85 97 315 44
is_linear=0
shrinkage=0.00196078


Tree=3985
num_leaves=31
num_cat=0
split_feature=1 3 4 2 1 2 47 14 43 123 2 0 47 1 49 4 2 15 48 12 159 150 16 12 157 15 12 52 2 2
split_gain=35.7217 5.91321 2.83262 2.54545 1.98696 1.43005 1.12369 1.05664 1.02057 0.954058 1.00193 0.895283 0.982541 0.80903 0.57711 0.574604 0.563673 0.584765 0.508388 0.581929 0.501952 0.51102 0.493108 0.450614 0.52884 0.439961 0.439417 0.421062 0.42001 0.388189
threshold=0.104035 -0.059315 0.27834500000000006 0.10045500000000002 0.11690500000000002 -1.0000000180025095e-35 0.085505000000000012 0.062655000000000016 -1.0000000180025095e-35 0.084025000000000016 0.14122000000000004 -0.10836499999999999 0.078875000000000015 0.083345000000000016 -0.054984999999999992 0.0082450000000000006 0.14838000000000004 1.0000000180025095e-35 0.081275000000000014 0.095780000000000018 0.082585000000000006 1.0000000180025095e-35 -0.061854999999999993 0.09141500000000001 -0.08107499999999998 -0.40580499999999992 0.09141500000000001 0.12418000000000001 0.11474000000000002 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 20 8 16 11 -1 10 18 12 13 -7 -2 23 17 27 19 -5 21 28 -8 -13 -25 -18 -20 -6 -3 -4
right_child=1 4 29 9 6 7 22 -9 -10 -11 -12 15 -14 -15 -16 -17 25 -19 26 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00066249747529643075 0.00077867359851237401 0.00094167794779415049 0.00078491932273047735 0.001189257050449214 0.00029858656510539492 0.0011187235864938475 0.00049528479324511719 0.0014099428299933386 0.0011301111429929734 0.00066125829638669792 0.00074933125407647449 0.001224485772842554 0.0013656370529607565 0.00079672687193926644 0.0011102166777122659 0.0010491556364206967 0.00036598526636405282 0.0006987823314729757 0.00075613968096456563 0.0010225322236907793 0.00048115610753419601 0.00060401133694801246 0.0008267033519092895 0.0008473734255709679 0.001165954512731836 5.8365705183788182e-05 0.0010618027153552747 0.00060023369853602268 0.00061312155653726929 0.00050963375630491594
leaf_weight=34 24 52 31 159 93 60 45 81 38 27 41 1111 28 60 127 99 33 23 33 163 38 61 28 21 435 39 40 22 21 54
leaf_count=34 24 52 31 159 93 60 45 81 38 27 41 1111 28 60 127 99 33 23 33 163 38 61 28 21 435 39 40 22 21 54
internal_value=0 0.000644493 0.000896349 0.00114974 0.00051386 0.00118053 0.000412844 0.00119083 0.000909294 0.00101893 0.00104108 0.00118105 0.0010349 0.000957725 0.00105752 0.00119403 0.000339997 0.000413375 0.00107137 0.00110486 0.000680066 0.000736474 0.000622404 0.00120318 0.00115128 0.000199358 0.000923626 0.000356293 0.000847162 0.000610032
internal_weight=0 691 236 2430 455 1967 283 1895 72 463 436 1814 148 120 151 1666 210 138 395 322 172 134 73 1567 456 72 73 115 73 85
internal_count=3121 691 236 2430 455 1967 283 1895 72 463 436 1814 148 120 151 1666 210 138 395 322 172 134 73 1567 456 72 73 115 73 85
is_linear=0
shrinkage=0.00196078


Tree=3986
num_leaves=31
num_cat=0
split_feature=1 4 1 12 4 158 49 2 150 4 47 1 15 3 3 14 0 49 15 38 133 160 13 16 16 15 42 15 0 402
split_gain=1.6777 0.411961 0.298942 0.230724 0.183243 0.162906 0.16087 0.139037 0.138226 0.13832 0.142124 0.136016 0.242131 0.110161 0.19138 0.107641 0.162878 0.128357 0.18835 0.10622 0.135205 0.127601 0.292569 0.124991 0.183308 0.101498 0.100867 0.100808 0.0992341 0.201335
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.042705000000000007 0.07968500000000002 0.10390000000000001 0.13913500000000004 0.092390000000000014 0.41257000000000005 0.090280000000000013 0.080585000000000004 -0.093244999999999981 0.10299500000000002 0.12745000000000004 -0.42495999999999995 -0.019414999999999998 -0.032624999999999994 -0.30407999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.007794999999999999 0.054560000000000004 -0.44764999999999994 0.086135000000000003 -0.015039999999999998 -0.086074999999999985 -0.012254999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 19 7 11 26 13 9 10 27 -6 -13 28 -15 -4 17 -17 -19 20 -3 22 -22 25 -25 -23 -7 -5 29 -1
right_child=1 2 15 8 5 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.020312409623875285 0.014067267309366846 -0.00046741351146589624 0.008959375095108281 0.022521986626088619 0.010334312116859307 0.02060001971143665 0.0080885507333732683 0.0046043274272233245 0.0026038408768363297 0.0057535959318663708 0.010149594382033684 0.0095281566112565708 -0.0038516368051724776 0.0014400904828851873 0.014630291906492364 -0.0036824892807219714 -0.005090312258308304 0.0014349881762808021 0.010991203482968337 0.012781734050738373 0.0044279995684822406 0.00035915375687181953 0.017690865558989601 -0.0063944367763941138 0.0065279633981054248 0.0072077651887044588 0.012516229393378157 0.013471783846034669 0.012574330738835153 0.01359560528104597
leaf_weight=48 78 33 23 20 171 33 32 20 20 34 75 38 21 22 22 21 29 55 33 22 39 25 29 21 23 161 29 32 1277 635
leaf_count=48 78 33 23 20 171 33 32 20 20 34 75 38 21 22 22 21 29 55 33 22 39 25 29 21 23 161 29 32 1277 635
internal_value=0 0.00717625 0.00640287 0.00754166 0.0125474 0.0103394 0.0138469 0.0129008 0.0104445 0.0114185 0.0129351 0.00890588 0.00476586 0.0129836 0.00803519 0.00262577 0.00157016 0.00334222 0.00501857 0.00605323 0.00560602 0.00627858 0.0100842 0.00515343 0.000360454 0.00628725 0.0168189 0.0169526 0.0130947 0.0140677
internal_weight=0 773 695 534 2348 324 94 2024 181 161 127 230 59 2004 44 161 138 109 88 353 331 298 68 230 44 186 62 52 1960 683
internal_count=3121 773 695 534 2348 324 94 2024 181 161 127 230 59 2004 44 161 138 109 88 353 331 298 68 230 44 186 62 52 1960 683
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=31
num_cat=0
split_feature=1 4 457 3 12 3 0 52 0 10 1 4 16 158 2 4 11 43 3 52 0 0 49 1 51 13 131 4 4 1
split_gain=1.35893 0.336119 0.31363 0.19196 0.215824 0.16906 0.152758 0.138444 0.13716 0.186487 0.147108 0.125965 0.133505 0.126793 0.15025 0.124433 0.11889 0.20783 0.160169 0.257434 0.142272 0.208189 0.147728 0.126442 0.115418 0.113082 0.110201 0.151223 0.152352 0.11281
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.13309499999999996 0.10124000000000001 -0.07793499999999999 0.22582000000000002 0.12354000000000001 -0.10324499999999999 -1.0000000180025095e-35 0.11181500000000001 0.042705000000000007 -0.44310499999999992 0.086290000000000019 0.092635000000000009 -0.0086549999999999978 1.0000000180025095e-35 -0.15879999999999997 -0.12711499999999995 -0.034054999999999995 -0.11173999999999999 -0.15350499999999997 -0.14715999999999999 0.085110000000000005 0.14122000000000004 -0.086804999999999979 0.097570000000000004 0.09173000000000002 -0.39518999999999993 0.12408500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -3 7 -2 11 8 10 -10 -5 16 13 14 -13 -4 18 -18 19 -1 21 23 -22 -20 -24 -14 27 28 -7 -30
right_child=1 3 15 4 -6 26 -8 -9 9 -11 -12 12 25 -15 -16 -17 17 -19 20 -21 22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0028518163412809376 0.012258192455055906 0.0085404607997689817 0.0051625820021003258 -0.00015659227126067687 -0.0072834093286655846 0.013805325228073026 0.0025904096569865941 0.0088144989956806356 -0.0082220105284994301 0.0021601733326176067 0.0084574043816114264 0.0034819673577492893 0.0035081600348010316 0.018819359014742076 0.013121807478276676 -0.0039890713873319333 0.0075025235502315423 0.017529114300113974 0.016313941877335311 0.012660917870538392 0.0041924942950718113 -0.00018897573754657061 0.01206795854899758 0.0075436047200734425 0.0069364984980266955 0.0092416322174506422 0.014274473018789044 0.013440387278343692 0.0069768174926925358 0.0017084745278078764
leaf_weight=20 128 72 39 31 20 23 20 41 22 81 55 22 43 24 61 24 28 79 25 23 25 24 1689 48 45 172 24 33 118 62
leaf_count=20 128 72 39 31 20 23 20 41 22 81 55 22 43 24 61 24 28 79 25 23 25 24 1689 48 45 172 24 33 118 62
internal_value=0 0.00645862 0.00822059 0.00399078 0.00268048 0.0092832 0.0112926 0.0035469 0.00240419 -5.73805e-05 0.00535236 0.0113674 0.0095314 0.0124177 0.0105667 0.00167624 0.0116621 0.0149053 0.0114794 0.00544569 0.0116192 0.00789079 0.0118248 0.0105471 0.0119348 0.00809494 0.00781859 0.00716206 0.00614144 0.00516217
internal_weight=0 773 451 322 250 388 2348 230 189 103 86 2328 322 107 83 63 2006 107 1899 43 1856 97 1759 73 1734 215 260 236 203 180
internal_count=3121 773 451 322 250 388 2348 230 189 103 86 2328 322 107 83 63 2006 107 1899 43 1856 97 1759 73 1734 215 260 236 203 180
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=31
num_cat=0
split_feature=1 2 150 12 0 1420 11 41 0 151 3 132 13 132 13 4 43 15 3 4 16 403 0 133 13 1429 49 16 2 12
split_gain=1.11282 0.355714 0.184782 0.167061 0.159612 0.227768 0.183711 0.199563 0.155345 0.198031 0.142547 0.152599 0.130217 0.151104 0.214893 0.123609 0.119726 0.163804 0.270266 0.154531 0.188488 0.142584 0.15148 0.121027 0.119217 0.117347 0.108664 0.108571 0.107065 0.11352
threshold=0.12000500000000001 0.10188000000000001 1.0000000180025095e-35 0.087995000000000004 -0.076579999999999995 -0.078304999999999986 0.078065000000000009 0.079300000000000009 -0.23091999999999999 -0.0093999999999999986 0.31370500000000007 0.10365500000000001 -0.08971999999999998 0.019705000000000004 -0.0072999999999999992 0.49041500000000005 -0.080419999999999978 1.0000000180025095e-35 -0.12711499999999995 -0.35136499999999998 -0.082404999999999992 -0.072624999999999981 -0.068604999999999985 0.086695000000000008 -0.47860499999999995 0.087700000000000014 0.10347500000000003 0.19444000000000003 -0.033169999999999991 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 8 6 -6 25 -8 -4 -10 15 24 -3 26 -15 -2 17 18 -7 27 -21 22 -22 -19 -12 -1 -14 -18 -20 -30
right_child=10 2 3 -5 5 16 7 -9 9 -11 11 -13 13 14 -16 -17 19 23 28 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010745711683444258 0.0067615619528320781 0.0046820836532741597 0.0089205113053321839 0.012277616672217847 0.018839442792038124 -0.0068675212748348716 0.021448656465068008 0.0097342028493025839 0.0032298767978840692 -0.0086507611884735526 0.0014418677632313441 0.0063570163029778226 0.010802891470776904 0.012545201270841062 -0.00038303088771903687 0.0021850108248181641 0.019814878515899182 0.0154279913213104 -0.00011528817121870817 -6.5107770264148714e-05 0.015583615582615423 0.0069005397826498536 0.0063513689295009342 0.0049913200331502599 -0.0073695804990295856 0.0054516445114385602 0.0071473025447051294 0.010896643346478774 0.01233309634262696 0.0033396141789853576
leaf_weight=1592 144 78 25 20 21 20 33 26 47 20 34 28 290 20 36 100 20 25 20 25 52 114 27 20 28 43 113 43 32 25
leaf_count=1592 144 78 25 20 21 20 33 26 47 20 34 28 290 20 36 100 20 25 20 25 52 114 27 20 28 43 113 43 32 25
internal_value=0 0.00973951 0.00768899 0.00399423 0.010362 0.00867426 0.0108043 0.0162864 0.0021935 -0.000316582 0.00363125 0.000229686 0.00845959 0.00910152 0.00423419 0.00488593 0.0081696 0.00580295 0.00348962 0.00936556 0.0081049 0.00916319 0.0124283 0.0107895 -0.0025375 0.0106065 0.00977788 0.0137278 0.00617979 0.00838859
internal_weight=0 2787 649 112 2138 444 1694 59 92 67 334 90 537 459 56 244 423 142 97 281 218 193 79 45 62 1635 403 63 77 57
internal_count=3121 2787 649 112 2138 444 1694 59 92 67 334 90 537 459 56 244 423 142 97 281 218 193 79 45 62 1635 403 63 77 57
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 3 403 403 150 47 51 15 12 13 15 48 160 3 4 3 131 13 10 130 4 48 49 11 42 0
split_gain=0.921058 0.273191 0.177769 0.207146 0.156908 0.133416 0.132049 0.126864 0.134312 0.166468 0.149871 0.123203 0.178459 0.127437 0.122327 0.124389 0.221175 0.128859 0.180214 0.165478 0.12177 0.116655 0.115779 0.115604 0.112015 0.108878 0.113374 0.164889 0.126194 0.193561
threshold=0.27044500000000005 0.14285500000000004 0.090540000000000023 1.0000000180025095e-35 0.63141500000000017 -0.083654999999999993 0.048950000000000007 -0.52336499999999997 -0.050224999999999992 0.11518500000000002 -0.23681499999999997 -0.03241999999999999 0.11351500000000002 -0.084034999999999985 -0.15914499999999995 0.089350000000000013 -0.40957499999999997 -0.14477499999999996 -0.17966999999999997 -0.12018999999999998 0.096070000000000016 -0.013304999999999999 -0.15282499999999996 0.10383500000000001 -0.068329999999999988 0.12118000000000002 1.0000000180025095e-35 0.084110000000000004 -0.019989999999999997 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 22 -5 7 -4 -9 10 -10 13 -13 -3 21 17 -17 18 -16 -19 -11 -1 -2 -21 -25 26 27 28 -24 -30
right_child=4 11 3 5 -6 -7 -8 8 9 20 -12 12 -14 -15 15 16 -18 19 -20 23 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.019111764684319497 -0.0019801563583314421 0.0019371851569130309 0.0014654452277516779 -0.0031916297646239402 -0.0051546195184346295 0.0055476894323795061 0.0019705379333603999 0.0036592949187615889 0.018514058465900068 0.0026420093728138101 0.010022336103739168 -0.0073010026779957125 0.0050668923051229546 0.013090786838438362 0.021118597110564061 -0.0030766856600530448 0.0080734312468893846 0.0025876305791150246 0.010777181038055359 0.0097590887537784537 0.011848613366601058 0.010361142569961838 -0.0038356994319221245 0.010339512222279343 0.0034088011700579707 -0.0018107762299478054 0.0094521303530497383 0.010860332145239227 0.0021403263285320602 0.0095638405174968098
leaf_weight=25 30 21 22 20 20 138 29 40 22 51 376 20 28 20 22 20 161 35 72 1478 20 39 23 39 58 25 49 32 139 47
leaf_count=25 30 21 22 20 20 138 29 40 22 51 376 20 28 20 22 20 161 35 72 1478 20 39 23 39 58 25 49 32 139 47
internal_value=0 0.00880242 0.00898429 0.00763918 0.00345672 0.00444145 0.00854139 0.00890025 0.0092216 0.009696 0.0104917 0.00335224 -8.63973e-05 0.00737797 0.00947983 0.00933385 0.00684137 0.0095986 0.0131975 0.00938848 0.00523542 0.0137794 0.00395593 0.00953961 0.00619538 0.00452127 0.00506714 0.00417558 0.00315208 0.00401616
internal_weight=0 2756 2667 718 365 158 560 531 509 469 398 89 48 41 1949 1885 181 1704 94 1610 71 64 345 1575 97 315 290 241 209 186
internal_count=3121 2756 2667 718 365 158 560 531 509 469 398 89 48 41 1949 1885 181 1704 94 1610 71 64 345 1575 97 315 290 241 209 186
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 47 2 14 2 2 4 2 0 0 49 52 12 13 0 151 47 1 0 41 4 1 48 159
split_gain=56.4078 9.14504 5.75819 4.33671 3.13202 2.7379 1.7975 1.70864 1.44446 1.35268 1.21024 1.05034 0.984627 0.742794 0.689045 0.553934 1.02485 0.497313 0.460949 0.445334 0.44427 0.419482 0.434301 0.384819 0.573354 0.374921 0.354979 0.352891 0.336077 0.324775
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.09253500000000002 0.13082500000000002 0.13501500000000002 0.062655000000000016 0.10882500000000002 0.14960000000000004 0.42051500000000003 -0.090999999999999984 -0.23091999999999999 -0.11173999999999999 0.0065400000000000015 -0.56176499999999996 0.08815000000000002 -0.07743499999999999 -0.14226499999999997 -0.088784999999999989 0.090100000000000013 1.0000000180025095e-35 -0.050684999999999994 0.075585000000000013 0.23246000000000003 0.085605000000000014 0.016865000000000002 0.014475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 9 -5 11 14 13 26 12 28 -1 -7 16 20 -16 -17 23 27 -3 -23 24 -19 -11 -6 -15 -4 -21
right_child=1 2 7 6 10 8 -8 -9 -10 25 -12 -13 -14 15 17 18 -18 19 -20 29 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012345919370943426 0.0015647833061599632 0.0010696963052831444 0.00099888234335621475 0.0015086087096383689 0.0015171489236401575 0.0011506944352171334 0.00094598075371967263 0.0010264428045203839 0.001149309318500504 0.0017428185808408736 0.00094262784691292697 0.00038858787216886195 0.00054956241128297813 0.0016468066906506051 0.0017323889458185791 0.0016566773263961307 0.0018304660344672628 0.0015861253230410014 0.0015848392167709423 0.0014409317113926751 0.0011066753280066027 0.00081601060862462828 0.0011148982995253206 0.001833846361613741 0.0012341174074247771 0.0020484089869087251 0.0012444644108505327 0.0013176054695525703 0.00069748702659910801 0.0015777484343606546
leaf_weight=20 76 40 33 34 50 21 61 37 48 29 28 79 103 21 37 776 23 161 616 378 20 170 21 20 20 33 29 31 25 81
leaf_count=20 76 40 33 34 50 21 61 37 48 29 28 79 103 21 37 776 23 161 616 378 20 170 21 20 20 33 29 31 25 81
internal_value=0 0.000923109 0.000843813 0.00155801 0.00101557 0.00157472 0.00114734 0.000634231 0.00147862 0.00162163 0.0012929 0.000573765 0.000664629 0.00160995 0.00150064 0.001615 0.00147014 0.00151118 0.00162489 0.00149878 0.00135503 0.00088711 0.000848873 0.00157575 0.00154723 0.00190547 0.00141705 0.00145055 0.000868971 0.00146508
internal_weight=0 691 615 2430 338 2335 95 277 766 1569 107 240 161 1507 718 1487 95 697 1392 660 72 231 191 201 181 62 79 52 58 459
internal_count=3121 691 615 2430 338 2335 95 277 766 1569 107 240 161 1507 718 1487 95 697 1392 660 72 231 191 201 181 62 79 52 58 459
is_linear=0
shrinkage=0.00196078


Tree=3991
num_leaves=31
num_cat=0
split_feature=1 2 123 48 0 1420 11 41 34 2 2 97 12 2 50 1210 403 160 0 475 403 3 150 52 1212 1212 481 50 160 1454
split_gain=0.938299 0.303014 0.163983 0.146895 0.135489 0.180123 0.146799 0.159971 0.129827 0.167124 0.175583 0.166987 0.118715 0.172584 0.11349 0.179629 0.140576 0.201825 0.140614 0.138965 0.149202 0.135828 0.111862 0.228704 0.109242 0.152543 0.116397 0.188573 0.268976 0.185353
threshold=0.12000500000000001 0.10188000000000001 0.085290000000000019 0.081275000000000014 -0.076579999999999995 -0.078304999999999986 0.078065000000000009 0.079300000000000009 -0.038779999999999995 0.11510000000000002 -0.15339499999999998 -0.079444999999999988 -0.42850999999999995 0.31358000000000003 0.089465000000000017 -0.080859999999999974 0.084620000000000015 -0.0080249999999999991 -0.069954999999999976 -0.085359999999999978 -0.078754999999999978 -0.077644999999999978 1.0000000180025095e-35 -0.075329999999999994 0.11930500000000001 0.11006000000000002 -0.009074999999999998 0.11669000000000002 -0.40698999999999991 0.083800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 24 -8 11 10 -10 -2 -11 -14 15 -7 17 18 -17 -19 -21 -16 -5 -24 25 26 29 -28 -29 -1
right_child=8 2 -4 22 5 14 7 -9 9 12 -12 -13 13 -15 21 16 -18 19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.01321954227476844 0.0047317502399285638 0.0085772619970161442 0.0021719766732392108 0.0069522499544170087 0.017150381859391928 -0.002126537566073239 0.019595615518857926 0.0091073567943217668 0.00032836902537383141 0.0098875831160694372 0.010240110431415296 -0.0077350226865912034 0.0029663208740545659 -0.0063204165912516741 0.014045640494990744 0.0058746073141937027 6.9454968130836881e-05 0.014388935356400907 0.015211416235090132 0.011759698791711619 0.0043786540799571772 0.0059476537636809932 0.0074400401602570838 -0.0062493496442861535 0.015344005882636541 0.0010951415565796198 0.0097703790805348106 0.0092309899705772594 -0.0054658178240060808 0.0053970603737980129
leaf_weight=191 21 451 59 90 21 21 33 26 24 20 70 22 154 23 53 23 24 20 54 33 161 34 26 23 36 20 1299 33 20 36
leaf_count=191 21 451 59 90 21 21 33 26 24 20 70 22 154 23 53 23 24 20 54 33 161 34 26 23 36 20 1299 33 20 36
internal_value=0 0.00909115 0.00719861 0.00770128 0.00966564 0.0081107 0.0100732 0.0149737 0.00348228 0.00424015 0.00770945 -0.0016466 0.00258475 0.00175957 0.00766192 0.00682843 0.00742543 0.00803211 0.0124225 0.00645239 0.00563419 0.0108809 0.00485905 0.00101441 0.00989636 0.00977371 0.00988363 0.00953183 0.00368502 0.011979
internal_weight=0 2787 649 590 2138 444 1694 59 334 291 94 43 197 177 423 336 315 291 77 214 194 87 139 49 1635 1599 1579 1352 53 227
internal_count=3121 2787 649 590 2138 444 1694 59 334 291 94 43 197 177 423 336 315 291 77 214 194 87 139 49 1635 1599 1579 1352 53 227
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=31
num_cat=0
split_feature=4 2 3 52 3 159 1 457 12 40 13 3 4 13 12 45 43 4 4 13 52 150 14 13 12 4 2 132 2 2
split_gain=0.79288 0.239677 0.19593 0.13611 0.136153 0.129226 0.127948 0.18707 0.144567 0.187345 0.134195 0.192123 0.135809 0.119548 0.141269 0.108052 0.108277 0.110492 0.152056 0.149035 0.198581 0.102909 0.122558 0.11888 0.0987164 0.163477 0.133102 0.135632 0.107219 0.104851
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.42240500000000009 0.10600500000000002 0.089875000000000024 0.079590000000000008 -0.010834999999999999 -0.068949999999999997 -0.074519999999999989 -0.017889999999999996 -0.0086549999999999978 -0.14819499999999997 0.092355000000000007 0.094030000000000016 -0.14169499999999999 -0.081114999999999979 -0.077679999999999985 0.0015850000000000003 -0.13993999999999998 0.12068000000000002 -0.47013499999999991 -0.15714499999999998 0.090285000000000018 -0.15464999999999998 0.090050000000000005 -0.0044849999999999985 0.088665000000000008 0.12844500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 21 -5 13 8 9 -8 -9 -12 -13 14 -1 16 -10 19 -19 20 -18 22 -2 -24 -15 -26 27 -27 -29 -28
right_child=3 -3 -4 5 -6 -7 7 10 15 -11 11 12 -14 24 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 26 29 28 -30 -31
leaf_value=0.016558689660658793 0.0085646976806366664 -0.00024924058128486981 0.0028569332696179121 0.0090928113328118346 -0.005256103821422743 0.0013888555212002813 0.0079126905375923005 0.0098902311331282074 0.0032475168444216253 -0.0011206931701101559 -0.0074597480089869357 0.010192636515767801 -0.00081910188697899376 0.0092643777283841506 0.0069411076197866354 0.015108354473583555 0.0087416642412011109 0.0017173269518172822 0.0084906418187472004 0.0085265618627763367 0.022057247468425582 0.0090101045090705163 0.0061938082703795194 2.1071141534962527e-05 0.0014640603501063127 0.0062414769087419178 0.0069547117994745618 0.011115245082799126 0.019013633206486705 0.012563664429439493
leaf_weight=42 26 33 64 64 23 33 58 21 40 38 20 21 24 1217 24 24 21 37 318 73 24 24 39 156 39 42 449 68 23 36
leaf_count=42 26 33 64 64 23 33 58 21 40 38 20 21 24 1217 24 24 21 37 318 73 24 24 39 156 39 42 449 68 23 36
internal_value=0 0.00822186 0.00832453 0.00326206 0.0021003 0.00647188 0.00845613 0.00731668 0.00791122 0.00433698 0.00294054 0.000695261 0.00431971 0.00887843 0.0130614 0.00855019 0.00824338 0.00866586 0.00778469 0.0113168 0.0158433 0.0027909 0.00211551 0.00125562 0.00873111 0.0077433 0.00813956 0.010942 0.0131115 0.00737105
internal_weight=0 2756 2723 365 268 97 2659 719 633 96 86 65 45 1940 66 537 513 473 355 118 45 245 221 195 1874 657 618 133 91 485
internal_count=3121 2756 2723 365 268 97 2659 719 633 96 86 65 45 1940 66 537 513 473 355 118 45 245 221 195 1874 657 618 133 91 485
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 2 2 0 47 1 4 150 12 4 3 47 4 13 15 15 399 52 12 4 1
split_gain=58.3789 9.43369 6.0657 4.98764 3.60999 3.10224 1.8643 1.73596 1.67643 1.47022 1.25912 1.24235 1.07815 1.16938 1.40099 0.92312 0.741697 0.687083 0.788493 0.570135 0.525349 0.491277 0.476548 0.467492 0.390893 0.378539 0.374192 0.372059 0.359398 0.340291
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14285500000000004 -0.10096999999999999 0.078875000000000015 0.085110000000000005 0.27834500000000006 1.0000000180025095e-35 0.09141500000000001 -0.52556499999999995 -0.14847999999999997 0.090100000000000013 0.053180000000000012 -1.0000000180025095e-35 -0.14601999999999996 -0.41942499999999994 0.091580000000000009 -0.067494999999999986 0.099815000000000015 0.00063500000000000004 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 12 16 11 -5 -6 15 13 14 -1 -4 21 18 -14 -20 -3 27 -17 -15 -13 28 -16 -7 -19 -26
right_child=1 2 8 9 10 7 -8 -9 -10 -11 -12 24 17 23 26 22 -18 25 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.001006118456854646 0.0010695688156948601 0.00031733817969262522 0.00041556622247249558 0.0009385312556003402 0.00092555292297903137 0.0010784914360564483 0.0013999394515012194 0.00052454015357132351 0.00048916999839945135 0.00043259380153246128 0.00041118606657179356 3.1911214580636015e-05 0.0015049718563852747 0.0014268492154259095 0.00076237193239939876 -1.5480700304704693e-05 0.00064814808708028632 0.0010481680856515702 0.00079339690568089923 0.0011274370591655848 0.00058525766132441499 0.0008700786188930806 0.00029609814943636162 0.0010126445486265069 -9.9309074945041757e-05 0.001280254824315289 0.00042639803349533501 0.00093320594267086215 0.00088047711883022003 -0.00039369210093050387
leaf_weight=88 71 191 39 34 77 174 76 39 37 63 24 37 21 22 26 77 28 401 20 1105 33 115 25 20 36 24 25 111 56 26
leaf_count=88 71 191 39 34 77 174 76 39 37 63 24 37 21 22 26 77 28 401 20 1105 33 115 25 20 36 24 25 111 56 26
internal_value=0 0.000393591 0.000313866 0.00104566 0.000495573 0.00106363 0.0010991 0.000920573 0.000100673 0.000609933 0.000803327 4.07797e-05 0.00108645 0.000942893 0.000856259 0.00015899 0.00095666 0.00110242 0.00112853 0.0011215 0.000356808 0.000978256 6.08867e-05 0.00122961 -0.00012758 0.00104023 0.000597679 0.00102191 0.00102762 -0.00022276
internal_weight=0 673 602 2448 325 2351 1884 467 277 97 101 240 1808 181 139 141 428 1627 1146 1125 224 400 102 42 99 481 51 285 457 62
internal_count=3121 673 602 2448 325 2351 1884 467 277 97 101 240 1808 181 139 141 428 1627 1146 1125 224 400 102 42 99 481 51 285 457 62
is_linear=0
shrinkage=0.00196078


Tree=3994
num_leaves=31
num_cat=0
split_feature=4 2 1 457 3 15 12 48 43 43 0 43 52 2 51 13 2 151 457 16 1419 1 52 3 3 0 51 0 16 4
split_gain=0.824038 0.250945 0.157607 0.195901 0.132264 0.111737 0.147326 0.115322 0.111018 0.189647 0.156935 0.149905 0.119786 0.194626 0.136426 0.117153 0.146339 0.110246 0.22176 0.104577 0.192358 0.158903 0.231714 0.14388 0.167227 0.23937 0.122203 0.120289 0.12597 0.111057
threshold=0.27044500000000005 0.14285500000000004 0.089875000000000024 0.079590000000000008 0.63141500000000017 -0.03241999999999999 0.11351500000000002 0.094925000000000023 -0.03898999999999999 -0.011694999999999999 -0.10224499999999999 -0.04652499999999999 0.0060650000000000009 0.10527500000000002 -0.21316999999999997 0.24394000000000002 -0.023999999999999997 -0.086029999999999981 0.29113500000000009 0.19444000000000003 0.086325000000000013 0.085110000000000005 0.092650000000000024 -0.14477499999999996 -0.11255999999999998 -0.069824999999999984 -0.14660499999999996 -0.080499999999999988 0.40737000000000007 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 8 -2 7 -7 -3 10 -10 -4 15 14 -14 -11 16 -12 -5 -19 23 21 22 27 29 25 -25 -26 -21 -29 -1
right_child=4 5 3 17 -6 6 -8 -9 9 12 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.017149411615084958 0.0035506703429232208 0.012193403798155486 0.001104315605092173 -0.00125784916427876 -0.0048138669994659726 -0.0069047759182285524 0.0043326362318891502 0.0015832305398015751 0.017350940354168416 0.017082374633755535 -0.00060036389123914501 6.391482714277048e-05 -0.0019299400194237632 0.010740886984223669 0.0084927718295734755 0.014842490216150231 0.0081567656896872932 0.01119631476880562 -0.0019313574175943028 -0.00042438608407974242 0.013881018297803221 0.013647165875458582 -0.0055007840390317144 0.00849359327215044 0.015264086296120961 -0.005293639358133078 0.0089209265750390173 0.0028582589918126665 0.0093882760911541026 0.010113851170733637
leaf_weight=37 345 20 48 39 20 20 28 21 25 20 21 26 27 22 245 23 209 31 22 25 33 22 20 34 31 20 1499 45 86 57
leaf_count=37 345 20 48 39 20 20 28 21 25 20 21 26 27 22 245 23 209 31 22 25 33 22 20 34 31 20 1499 45 86 57
internal_value=0 0.00814866 0.00832297 0.00710301 0.00309234 0.0029251 -0.000349619 0.00675892 0.00770052 0.00896856 0.00638594 0.00729461 0.00830117 0.003759 0.00914104 0.00803768 0.0073572 0.00277761 0.00574709 0.00880738 0.00681255 0.00563447 0.00463289 0.00908199 0.00885642 0.00338721 0.00904945 0.00593208 0.00714514 0.0128832
internal_weight=0 2756 2667 758 365 89 48 41 666 339 327 279 314 49 265 253 230 92 53 1909 231 198 176 1678 1584 54 1530 156 131 94
internal_count=3121 2756 2667 758 365 89 48 41 666 339 327 279 314 49 265 253 230 92 53 1909 231 198 176 1678 1584 54 1530 156 131 94
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 4 4 150 0 475 47 150 15 0 4 3 13 15 4 1 0 3 42
split_gain=57.4114 8.94758 6.10395 4.67137 3.68676 2.81873 1.76761 1.73399 1.40778 1.38093 1.37775 1.21606 0.964575 0.914807 0.865751 0.83266 0.730286 0.658461 0.655239 0.565893 0.55076 0.696178 0.539066 0.478502 0.431883 0.40331 0.395924 0.381746 0.461137 0.367819
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.14285500000000004 0.27834500000000006 0.00063500000000000004 0.09487000000000001 -0.11173999999999999 -0.07550999999999998 0.090100000000000013 1.0000000180025095e-35 -0.41942499999999994 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 -1.0000000180025095e-35 -0.03241999999999999 0.057560000000000007 0.14754500000000001 0.13134000000000004 -0.14847999999999997 -0.010544999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 13 11 -6 -5 16 12 -4 15 29 24 -7 -3 25 -13 -17 -22 -23 -14 -1 27 -21 28 -18 -15
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 19 23 14 -16 20 18 -19 -20 26 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012701395674705172 0.0012962032916941336 0.00056916584297284187 0.00067844544539706619 0.0011963842150936764 0.0012157328513257247 0.0014091509122864092 0.0016441603643883123 0.00077235107669969879 0.00072038401587062753 0.00070605082811316415 0.00074353811133029239 0.0003245495611290429 0.00023936583020925704 0.0011417231303655652 0.00090056616426076937 0.0013890604316760186 0.0015177279628959357 0.00087319803743751028 0.00089322968403115479 0.00015128955938944628 0.0016516496459531738 0.0010413571719682831 0.0013072298253398566 0.00055158288459129193 0.00090302019687153647 0.0010971501191345805 -0.00016624697122890025 0.001011165528905158 0.001235802999131351 0.0013158009514569716
leaf_weight=28 74 190 39 34 71 60 76 34 32 63 26 37 77 63 27 1075 25 32 29 36 21 32 350 25 22 105 26 25 207 180
leaf_count=28 74 190 39 34 71 60 76 34 32 63 26 37 77 63 27 1075 25 32 29 36 21 32 350 25 22 105 26 25 207 180
internal_value=0 0.000652964 0.000573498 0.0012996 0.000755241 0.001317 0.00135126 0.000357928 0.00106184 0.00087792 0.00118243 0.000299219 0.000416171 0.00133887 0.00123366 0.00135747 0.00120773 0.00061299 0.00117682 0.00013265 0.00136589 0.00130407 0.00128496 0.00031589 0.00110861 0.00119954 1.81291e-05 0.00124138 0.00126618 0.00127067
internal_weight=0 673 599 2448 325 2351 1874 274 103 97 477 240 141 1798 270 1528 451 222 391 99 1478 403 382 102 50 362 62 257 232 243
internal_count=3121 673 599 2448 325 2351 1874 274 103 97 477 240 141 1798 270 1528 451 222 391 99 1478 403 382 102 50 362 62 257 232 243
is_linear=0
shrinkage=0.00196078


Tree=3996
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 403 2 43 3 49 48 4 47 376 1 483 39 16 2 4 1211 42 42 2 149 16 4 4 52 12
split_gain=0.897224 0.273918 0.282702 0.232348 0.231416 0.163157 0.141764 0.13417 0.136298 0.151531 0.135916 0.125295 0.118619 0.116178 0.114636 0.122528 0.111873 0.109974 0.147116 0.153377 0.167567 0.124666 0.334178 0.139489 0.11545 0.106769 0.103821 0.100727 0.137956 0.158925
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.08104500000000002 0.085855000000000015 -0.080614999999999978 -0.011919999999999998 0.12178000000000001 -0.026779999999999995 -0.024949999999999996 0.053180000000000012 0.078345000000000012 0.084545000000000009 0.16773500000000005 0.098395000000000024 0.087735000000000021 -0.083539999999999989 0.084855000000000014 0.0045450000000000013 0.080695000000000003 -0.0041849999999999986 0.083795000000000022 0.086885000000000004 0.079625000000000015 -0.088909999999999989 -0.034939999999999992 0.056795000000000005 -0.080114999999999978 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -3 12 10 -10 -9 17 13 -5 15 26 -15 18 -8 20 21 -20 -23 -24 -19 -25 -2 -13 -29 -30
right_child=14 6 -4 4 -6 -7 11 8 9 -11 -12 27 -14 16 -16 -17 -18 24 19 -21 -22 22 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.0029884673007156536 0.0072143450058582761 0.015527094902110197 -0.003810494794295384 0.0016329537551443892 0.01629780263260559 0.015224422224458646 0.012113470584129149 0.0034113136256431666 0.009845613696697085 -0.00068860232778307463 0.0097010880785297939 0.00037768300238024934 0.011128506729040635 0.01319548160303384 -0.0039978606950329702 0.010889693433418871 0.0029692008909161971 0.0084374183843957049 0.009547869229904641 0.015402168851966661 0.014789592024171724 -0.0071532806183677161 0.012319255275934032 0.0072799156862311063 0.015908365829714707 -0.0015254701132930461 0.0019901941470542501 0.013114565733288017 0.0082828648229339493 0.0025152950494278532
leaf_weight=23 45 31 26 115 27 22 233 41 22 36 212 23 22 20 23 20 23 1376 91 30 30 20 33 40 21 21 246 35 142 72
leaf_count=23 45 31 26 115 27 22 233 41 22 36 212 23 22 20 23 20 23 1376 91 30 30 20 33 40 21 21 246 35 142 72
internal_value=0 0.00829933 0.00638421 0.00685501 0.00727427 0.00679934 0.00881253 0.00642185 0.00767945 0.00330713 0.0086818 0.00871648 0.00424899 0.00329108 0.0028146 0.00331842 0.00772561 0.00900456 0.0102805 0.00866883 0.00780926 0.00678774 0.00458449 0.00708188 0.00854972 0.00424855 0.00279805 0.00670943 0.00729429 0.00634237
internal_weight=0 2787 589 563 540 513 2198 491 311 58 253 2167 180 158 334 311 43 1895 498 265 235 205 114 94 1397 61 291 272 249 214
internal_count=3121 2787 589 563 540 513 2198 491 311 58 253 2167 180 158 334 311 43 1895 498 265 235 205 114 94 1397 61 291 272 249 214
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 44 3 457 15 0 4 1 16 12 8 47 402 0 482 2 34 1 42 133 159 16 4 48 4
split_gain=0.728461 0.209081 0.231614 0.190757 0.184587 0.139219 0.140789 0.151709 0.166603 0.141758 0.153562 0.138207 0.136503 0.130285 0.119043 0.116908 0.111215 0.178961 0.160188 0.119422 0.157795 0.267588 0.133008 0.150532 0.124145 0.14418 0.127801 0.104533 0.100229 0.0957413
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 1.0000000180025095e-35 0.11296500000000002 0.069910000000000014 -1.0000000180025095e-35 -0.084804999999999978 1.0000000180025095e-35 0.10984500000000001 -0.36241499999999999 -0.015429999999999998 1.0000000180025095e-35 0.085505000000000012 0.09388500000000001 -0.040504999999999992 0.090355000000000005 0.13501500000000002 -0.072169999999999984 0.12577000000000002 0.088670000000000013 0.087985000000000022 0.091070000000000012 -0.11118499999999999 0.053180000000000012 0.088005000000000014 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 7 9 12 14 -11 -5 -9 -13 -7 27 17 19 29 20 21 -2 -23 -24 25 26 -22 -3 -16 -18
right_child=16 15 -4 4 -6 6 -8 8 -10 10 -12 13 -14 -15 28 -17 18 -19 -20 -21 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026896206500089687 -0.0045461069349235356 0.008115776141608624 -0.0034294454022668879 0.0056410835197727603 0.014668022544571648 0.0093676058613064318 0.013940728956769254 -0.0056821289937943227 0.010487224653895413 0.016985401861241152 0.0082550390059071953 0.0051357549044769267 0.004167963606168462 -0.0055997885029333144 0.0015460795810213314 0.015180829401254993 0.013409478357061744 -0.0073699091694184723 -0.0023955944870110782 0.0096590367704629896 -0.0018216747179394589 0.00093806557512531681 0.014295422368604704 0.0036893090840591039 0.0057029855292057624 0.0035203594223434187 -0.011594251225419018 0.0060130502041149027 0.008908845903351904 0.0054366517956101444
leaf_weight=23 26 1901 26 105 27 62 29 24 21 29 66 20 34 26 64 22 20 21 21 20 32 24 32 23 20 23 23 270 26 61
leaf_count=23 26 1901 26 105 27 62 29 24 21 29 66 20 34 26 64 22 20 21 21 20 32 24 32 23 20 23 23 270 26 61
internal_value=0 0.0074806 0.00579566 0.00622705 0.00661183 0.00618195 0.00726375 0.00666979 0.00285533 0.0078898 0.0109201 0.00363864 9.20632e-05 -0.000932161 0.00599586 0.00792777 0.00261451 0.00145533 0.00538743 0.00228641 0.00156004 0.00425355 0.00714964 0.00986014 -0.00132585 -0.00312812 -0.00590839 0.00785427 0.0036731 0.00740525
internal_weight=0 2775 582 556 533 506 355 326 79 247 95 151 58 46 152 2193 346 244 102 223 203 105 79 55 98 78 55 2171 90 81
internal_count=3121 2775 582 556 533 506 355 326 79 247 95 151 58 46 152 2193 346 244 102 223 203 105 79 55 98 78 55 2171 90 81
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 44 48 121 40 4 12 0 1447 1212 16 1447 393 13 42 399 16 1208 16 0 1212 483 402 130 13 157
split_gain=0.5974 0.206574 0.17412 0.169036 0.125595 0.11904 0.138097 0.110522 0.126318 0.115384 0.153016 0.155739 0.200909 0.147002 0.240698 0.152022 0.133886 0.150296 0.181321 0.201003 0.168411 0.185689 0.152475 0.275284 0.147887 0.138812 0.128448 0.126135 0.121398 0.119168
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.25063000000000007 1.0000000180025095e-35 0.14871000000000004 -1.0000000180025095e-35 0.051255000000000002 -0.082249999999999976 0.11650500000000001 -0.087319999999999995 -0.085804999999999979 0.089995000000000019 -0.079734999999999986 -0.084334999999999979 0.10159000000000001 -0.066634999999999986 -0.050249999999999996 0.085965000000000014 -0.11676499999999999 0.099975000000000008 -0.080344999999999986 -0.079119999999999982 0.13613500000000003 -1.0000000180025095e-35 -0.45015499999999992 0.09721500000000001 -0.068269999999999983 -0.078969999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 -4 9 10 11 -9 -13 15 -15 -14 17 24 19 -19 -20 22 23 -22 26 -24 -11 -17 -28 -27
right_child=4 -3 5 -5 -6 -7 -8 8 -10 16 -12 12 13 14 -16 27 -18 18 20 -21 21 -23 25 -25 -26 29 28 -29 -30 -31
leaf_value=-0.0055187892999542373 0.0029374298989097523 0.0015384281868653096 0.014388856041477993 0.0062896905264265279 -0.0045468571906288465 0.012350451235273263 -0.0013577367924153807 0.011821193908076358 0.0001223763373369972 0.00012878253697775878 -0.00051285736728459599 -0.0019070822878607683 0.016790318666872653 0.007701050750487908 -0.0055297044594772166 0.0086564124786941959 0.01321164509591957 0.0064277362869840709 0.0095434855029452592 0.01591320846794891 0.0023077956336897379 0.010274233033551891 -0.0043565400759689515 -0.011534859859384598 0.015008976793615148 -0.0022109660804271697 0.0070794033990488926 0.00089232327961574558 0.014429342133276488 0.0050889049483850857
leaf_weight=22 341 74 20 27 24 41 20 109 27 26 20 21 22 44 20 428 30 323 48 24 51 34 20 20 24 25 979 22 23 212
leaf_count=22 341 74 20 27 24 41 20 109 27 26 20 21 22 44 20 428 30 323 48 24 51 34 20 20 24 25 979 22 23 212
internal_value=0 0.00675052 0.00689432 0.000987924 0.00244531 0.00700424 0.00691968 0.00698404 0.00692601 0.00699876 0.00810557 0.00836438 0.00768791 0.00806383 0.00356644 0.00867365 0.00658589 0.00647601 0.00540149 0.00708379 0.00397769 0.00323969 0.0025105 -0.00159154 0.00724922 0.00364375 0.00706805 0.00827683 0.00724811 0.00431888
internal_weight=0 2756 2682 49 365 2633 2592 2572 2552 2525 686 666 557 536 64 472 1839 1809 757 347 410 362 328 71 1052 257 1028 450 1002 237
internal_count=3121 2756 2682 49 365 2633 2592 2572 2552 2525 686 666 557 536 64 472 1839 1809 757 347 410 362 328 71 1052 257 1028 450 1002 237
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=31
num_cat=0
split_feature=1 2 1447 4 13 43 160 160 51 48 147 52 33 10 11 0 0 16 49 49 0 52 10 2 10 12 3 15 3 12
split_gain=0.507148 0.167387 0.134702 0.133027 0.113216 0.247212 0.139496 0.120217 0.14761 0.114523 0.111632 0.233545 0.12534 0.129949 0.0982465 0.139485 0.128 0.183578 0.0979717 0.172866 0.113342 0.109013 0.0932602 0.135241 0.147209 0.140418 0.152057 0.138996 0.117636 0.115283
threshold=0.12000500000000001 0.10188000000000001 -0.074869999999999978 -0.50690499999999983 0.10935500000000002 -0.23229999999999998 -0.087429999999999994 -1.0000000180025095e-35 -0.085989999999999997 0.13400000000000004 0.089365000000000014 -0.066844999999999988 0.082285000000000011 -1.0000000180025095e-35 0.091795000000000015 0.12411500000000002 -0.080689999999999984 -0.0073349999999999986 -0.043469999999999995 0.10463500000000002 -0.15931499999999996 -0.065544999999999978 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.16158000000000003 -0.40580499999999992 0.12745000000000004 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 6 -6 -5 8 -8 14 12 -12 13 -1 15 16 17 18 21 20 -20 -9 23 24 -2 -25 28 -28 29 -27
right_child=22 2 3 4 5 -7 7 9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00086611248087137933 0.00037518704899191634 -0.0034223257238045336 0.012378681216226973 0.0095193901805267229 0.0060736922516177105 -0.0078824265060988673 -0.0062352929137308496 0.0075260835117660465 0.0041083165243066648 -0.0023272714961785827 0.0080060875544754363 -0.0061726483738138568 0.013368182850104791 0.0066219244700103722 0.011252633544305961 -0.0025389343495075796 0.0072344769438943612 -0.0055238918086979545 0.015989001831039788 0.00043922460734330374 0.006769104232080281 -0.0015545992067274757 -0.0022945994353439246 0.0090493743808474393 0.008690458323496084 0.0063358804909512401 0.0027623542142100632 -0.0075369640186085905 0.008516417785237233 -0.0014931141405695064
leaf_weight=40 33 20 23 62 30 22 22 20 37 20 26 21 27 2024 27 23 195 20 20 29 40 39 45 20 60 26 20 38 24 68
leaf_count=40 33 20 23 62 30 22 22 20 37 20 26 21 27 2024 27 23 195 20 20 29 40 39 45 20 60 26 20 38 24 68
internal_value=0 0.00606361 0.004657 0.00491389 0.00463058 0.00016918 0.00504934 0.00448604 0.000251377 0.00506305 0.0064906 0.00167091 0.00659893 0.00651038 0.00542093 0.00501301 0.00549151 0.00346843 0.00468361 0.00677845 0.0098424 0.0015236 0.00194005 0.00259942 0.00573988 0.00110931 0.000207032 -0.00398547 0.00226776 0.000672352
internal_weight=0 2787 649 629 606 52 554 492 59 433 2138 47 2091 2064 413 386 363 168 148 89 60 59 334 289 93 196 176 58 118 94
internal_count=3121 2787 649 629 606 52 554 492 59 433 2138 47 2091 2064 413 386 363 168 148 89 60 59 334 289 93 196 176 58 118 94
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=31
num_cat=0
split_feature=1 2 43 13 13 52 43 3 123 15 40 401 4 13 48 160 160 42 151 16 12 130 43 160 455 4 4 1209 1208 1212
split_gain=0.41079 0.137039 0.114687 0.111548 0.104171 0.113529 0.113545 0.105174 0.0990772 0.13036 0.112642 0.114086 0.121924 0.112957 0.107296 0.0977384 0.134529 0.159638 0.152954 0.142098 0.171178 0.096269 0.0921922 0.114641 0.0868827 0.0871141 0.323403 0.0968899 0.108332 0.106435
threshold=0.12000500000000001 0.10005000000000001 -0.50216499999999986 0.18141000000000002 -0.14819499999999997 0.016565000000000003 0.035560000000000008 0.099930000000000005 0.084995000000000015 -0.47006499999999996 1.0000000180025095e-35 0.080710000000000018 0.40473500000000007 -0.23438999999999996 0.087310000000000013 0.11655500000000001 0.090980000000000019 -0.080354999999999982 -0.084084999999999979 -0.080509999999999984 0.11734000000000001 0.092225000000000015 0.016310000000000002 -0.088079999999999978 0.092745000000000008 -0.17966999999999997 -0.15289999999999995 0.087170000000000011 0.106285 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 24 9 -3 11 12 13 -11 -10 16 17 -15 -19 -20 22 -5 23 -21 25 -6 -27 -28 29 -29
right_child=-2 8 4 21 7 -7 -8 -9 14 10 -12 -13 -14 15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0040746821137145157 0.0017460451876322187 0.012372341645615442 0.0077252271804138135 0.018127139629796146 0.0088517081835016147 0.004083064813976702 0.018253339929506184 -0.00083801915124058718 -0.0028898895025792487 0.00048459524646537702 -0.0028376140409991854 -0.00061395713366950173 0.00083862414334910846 0.011660110560478644 0.0054469752788113869 0.0011126626975295185 0.014021074433218352 -0.0028030366128818556 0.0097332169319593563 0.013738429010845722 -0.0026750418756689345 0.008315463701728731 0.0014474319669399087 0.0057163709299310334 0.012246704902499914 -0.0060514243086799979 0.0054336030390425508 0.013260717448369808 0.0033859250135719779 0.0064849521377420231
leaf_weight=20 334 21 21 20 80 23 20 25 38 41 21 39 63 44 26 38 22 22 72 20 28 20 43 163 20 24 1687 49 33 44
leaf_count=20 334 21 21 20 80 23 20 25 38 41 21 39 63 44 26 38 22 22 72 20 28 20 43 163 20 24 1687 49 33 44
internal_value=0 0.00545725 0.00586375 0.0101724 0.00573615 0.00970636 0.0128609 0.00560664 0.00424762 0.00462445 0.00436032 0.00461437 0.0049811 0.00551046 0.000496962 0.00596635 0.00641186 0.00598481 0.00526724 0.00581186 0.0047003 0.0132213 0.00561406 0.0065931 0.00568982 0.00562141 0.00548073 0.00563339 0.00830832 0.010055
internal_weight=0 2787 2086 60 2026 64 41 1962 701 637 616 595 556 493 64 452 414 392 348 326 254 40 226 183 1937 1917 1837 1813 126 93
internal_count=3121 2787 2086 60 2026 64 41 1962 701 637 616 595 556 493 64 452 414 392 348 326 254 40 226 183 1937 1917 1837 1813 126 93
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 1 2 2 2 4 50 49 0 15 52 51 1 51 51 1 457 42 481 41 14 1
split_gain=52.5548 8.13999 5.05154 4.49884 3.6557 2.4299 1.76318 1.62803 1.40927 1.40474 1.32091 1.24048 1.02308 1.09246 0.849438 0.642501 0.550376 1.07527 0.535041 0.513983 0.469882 0.431888 0.969744 0.42674 0.417616 0.396443 0.392864 0.37284 0.370624 0.463124
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.062655000000000016 0.092845000000000025 -1.0000000180025095e-35 0.092235000000000025 0.10467500000000002 -0.15464999999999998 0.041865000000000006 -0.054984999999999992 -0.10096999999999999 -0.11033999999999998 -0.56176499999999996 -0.085989999999999997 0.12040000000000002 -0.040379999999999992 0.081440000000000026 0.11910500000000002 0.080930000000000016 0.088295000000000012 -0.059779999999999993 0.085095000000000018 -0.23083499999999998 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 15 8 11 -5 20 16 -12 -14 -4 -6 17 -1 -13 -15 -3 -19 -23 -8 27 26 -18 -20 -21 -30
right_child=1 2 14 9 6 -7 23 -9 -10 -11 12 18 13 19 -16 -17 25 21 24 28 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015311516787671394 0.0013219051931910718 0.00061431178298966874 0.00021164834670558134 0.0012096015654531939 0.00085920868642336019 0.00090975697453626815 0.00087445567402185179 0.00082470522313619465 0.0016099049421905581 0.00072063929864165754 0.0010647311979822256 0.0015110631183650549 0.0010974421848853428 0.00031863326279848227 0.00058783779590348018 0.0012583458989342019 0.0015212160439792542 0.00088699605827238044 0.0012884941023204664 0.000819181790996798 0.00033672806224357749 0.0014181135961193125 0.00094920306850005591 0.00050001839531084219 0.0010386577897413588 0.0013394691233057626 0.0014002937982564038 0.0010226583670056055 0.00070921579607171952 0.00048490262658215069
leaf_weight=39 76 37 100 37 20 48 25 22 84 58 27 37 20 20 30 69 117 20 595 39 64 39 30 22 29 372 882 21 75 67
leaf_count=39 76 37 100 37 20 48 25 22 84 58 27 37 20 20 30 69 117 20 595 39 64 39 30 22 29 372 882 21 75 67
internal_value=0 0.000716518 0.000641706 0.00132935 0.000733709 0.00134637 0.00100641 0.00135553 0.00136069 0.000911077 0.000627442 0.00135109 0.000704423 0.000660404 0.000298461 0.00116865 0.00138263 0.00125967 0.00128176 0.000616917 0.000438417 0.0011407 0.00121424 0.000699187 0.00126861 0.00139411 0.00141446 0.00127943 0.000649877 0.000603378
internal_weight=0 691 615 2430 485 2335 136 2287 2265 95 349 2181 248 221 130 89 1499 128 682 201 101 89 69 47 645 1371 999 616 181 142
internal_count=3121 691 615 2430 485 2335 136 2287 2265 95 349 2181 248 221 130 89 1499 128 682 201 101 89 69 47 645 1371 999 616 181 142
is_linear=0
shrinkage=0.00196078


Tree=4002
num_leaves=31
num_cat=0
split_feature=4 2 3 2 106 482 16 16 149 150 480 52 159 16 475 474 1444 1447 1447 456 4 0 1429 2 15 13 11 16 160 52
split_gain=0.466568 0.180652 0.121954 0.110951 0.103828 0.0927572 0.0992697 0.161676 0.163649 0.189484 0.136021 0.157057 0.135961 0.132833 0.222049 0.293035 0.17299 0.202453 0.154302 0.130845 0.127895 0.203733 0.181394 0.455899 0.165164 0.141975 0.136855 0.157078 0.131117 0.126376
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.085655000000000009 0.11816500000000001 -0.061854999999999993 -0.039889999999999988 0.079625000000000015 0.13251500000000002 0.10742500000000001 0.13140000000000004 0.14029500000000003 -0.010264999999999998 -0.082549999999999998 0.090025000000000008 -0.080624999999999988 -0.085684999999999997 -0.08039499999999998 0.041000000000000002 -0.42529999999999996 -0.010949999999999998 0.032755000000000006 0.08708500000000001 -0.015744999999999999 -0.083499999999999977 0.088710000000000011 0.19444000000000003 -0.011159999999999998 -0.090859999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 -1 10 9 12 11 -8 13 14 -9 29 -15 -18 -19 20 26 22 25 -24 -25 28 27 -20 -22 -16
right_child=3 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14 16 15 -17 17 18 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0068274356659770849 0.0026877813019691478 -0.0013619389135177094 0.0017334744282480744 -0.0043387865026791898 0.00043193378425653906 0.011224832324109771 0.0026129098971270854 0.016288468594263708 0.014658288702013947 -0.0034415400745770475 0.0092386207601521161 -0.007201322507303716 0.014099855720996857 -0.0039405223893118095 0.013877115352079273 -0.003585939179174602 0.014524321411348261 -0.0034672980330651623 0.017002746378156273 0.0092194593477449051 0.015999699745919894 -0.0025102418428286912 -0.01141994217734622 0.0096591661657605861 -0.00012692577369949397 0.0048614478584862071 0.0027913982140680038 0.0075867677094660461 0.0069945375656911384 0.0069339067673918819
leaf_weight=1239 353 33 63 24 31 37 63 28 21 22 20 22 20 20 32 24 24 20 22 82 22 40 23 35 34 427 43 91 61 145
leaf_count=1239 353 33 63 24 31 37 63 28 21 22 20 22 20 20 32 24 24 20 22 82 22 40 23 35 34 427 43 91 61 145
internal_value=0 0.00599228 0.0060818 0.00224047 0.00618526 0.00625341 0.00618211 0.00558587 0.00590591 0.00575463 0.00181863 7.27556e-05 0.00592422 0.00578482 0.00794541 0.00678319 0.00526069 0.00545985 0.00521814 0.00541553 0.00502465 0.0044006 0.00485979 0.00077279 0.00483703 0.00559706 0.00759286 0.00941997 0.00938145 0.00818918
internal_weight=0 2744 2711 377 2648 2617 2580 1341 1236 1215 105 85 1193 1173 229 201 944 924 900 880 798 642 602 92 69 510 156 113 83 177
internal_count=3121 2744 2711 377 2648 2617 2580 1341 1236 1215 105 85 1193 1173 229 201 944 924 900 880 798 642 602 92 69 510 156 113 83 177
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=31
num_cat=0
split_feature=1 2 16 16 474 16 160 15 52 51 52 43 1443 133 156 1429 133 157 48 1209 48 1209 51 160 160 1429 52 455 0 392
split_gain=0.389288 0.123726 0.104977 0.14238 0.256829 0.222241 0.216264 0.142469 0.231787 0.171223 0.139521 0.0958541 0.108848 0.0945382 0.0920085 0.141975 0.276118 0.199674 0.120062 0.121529 0.127854 0.108667 0.105906 0.0999587 0.117993 0.110306 0.141096 0.119392 0.091677 0.0913585
threshold=0.12000500000000001 0.10005000000000001 0.51222500000000004 -0.004174999999999999 0.092750000000000013 0.023255000000000001 -0.26568499999999995 -0.076244999999999993 -0.037344999999999996 -1.0000000180025095e-35 -0.090114999999999987 -0.50216499999999986 0.084655000000000022 0.093615000000000018 -0.084629999999999997 0.084770000000000012 0.085265000000000021 -0.08107499999999998 -0.086869999999999989 0.083050000000000013 -0.077484999999999984 0.086665000000000006 -0.082744999999999985 0.3961050000000001 0.11281500000000001 0.083985000000000018 -0.56022499999999986 0.089310000000000014 -0.089964999999999976 0.091685000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 5 -5 -3 -7 9 -9 -8 -1 14 -10 -13 18 17 -17 -16 20 -20 -21 -18 24 25 26 -22 29 -14 -28
right_child=-2 2 -4 4 -6 7 10 8 13 -11 -12 12 28 -15 15 16 22 -19 19 21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0096971073769964288 0.0017590312018131691 0.012816895773134857 0.0068493371664080779 -0.0089786773547530178 0.0083079648563977003 0.0069979690607975837 0.012194910682737828 -0.010391508343829108 0.00057352822832763199 0.00057176975533366201 0.0035855948884181998 0.0095120302143706283 0.005246734708392372 0.0096748177272578083 0.011314186308946875 -0.010963568765492667 0.012666145529283314 0.0019358655928434537 -0.00093387654509790468 0.014851259032175655 0.013592134164646269 0.0071106641665381158 0.0029869923511376749 0.010168461908462979 -0.00060171498780084009 0.012227476471225206 0.0049349055784636414 0.012809926699846983 0.013369518815483334 0.011578750395260398
leaf_weight=60 334 31 125 25 44 33 20 28 25 29 320 56 24 21 36 21 20 28 33 21 20 133 26 42 34 23 1435 20 33 21
leaf_count=60 334 31 125 25 44 33 20 28 25 29 320 56 24 21 36 21 20 28 33 21 20 133 26 42 34 23 1435 20 33 21
internal_value=0 0.0053718 0.00422243 0.00365236 0.00153729 -0.000313078 0.00482106 0.00127986 -0.000552151 -0.0048137 0.00409203 0.00575805 0.00564139 0.00472846 0.00551668 0.00539973 0.00163109 -0.00359246 0.00559666 0.00548115 0.00522716 0.0081662 0.00719532 0.00535463 0.00522444 0.00535485 0.00524919 0.00513614 0.0099494 0.00503073
internal_weight=0 2787 701 576 205 161 371 136 103 57 340 2086 2026 46 1969 1913 95 49 1818 1782 1628 154 46 1595 1553 1519 1496 1476 57 1456
internal_count=3121 2787 701 576 205 161 371 136 103 57 340 2086 2026 46 1969 1913 95 49 1818 1782 1628 154 46 1595 1553 1519 1496 1476 57 1456
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 2 2 2 4 123 2 14 3 51 43 1 49 150 50 12 31 3 2 8 43 3 15 151 3 3
split_gain=44.0968 6.90901 3.47204 3.26274 2.69323 1.85609 1.49314 1.73107 1.37344 1.34596 1.08601 0.942939 0.817605 0.681426 0.659864 0.653289 0.624873 0.539825 0.493134 0.484716 0.479684 0.451884 0.447966 0.402495 0.358624 0.426223 0.352787 0.433512 0.338208 0.313615
threshold=0.10508500000000001 -0.059315 0.098630000000000009 0.27834500000000006 0.14753000000000002 -0.13033999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 -0.065819999999999976 -0.10056999999999998 -0.074974999999999986 0.13534000000000004 -0.054984999999999992 1.0000000180025095e-35 0.041865000000000006 0.090455000000000021 -0.077289999999999984 0.092670000000000016 0.13622000000000004 0.08573500000000002 -0.078139999999999973 0.30112000000000005 -0.41942499999999994 -1.0000000180025095e-35 -0.13927999999999999 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 -1 20 -8 -9 10 17 12 19 -14 -15 24 -2 28 26 -7 -3 -16 -5 -22 -10 -26 -6 -28 -4 -30
right_child=1 4 9 22 18 11 7 8 15 -11 -12 -13 13 14 21 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00080817577878090072 0.00085605198782626526 0.00058037198611144 0.001331225025086445 0.00074609839732646854 0.00035871427060382602 0.0013391492873404546 0.0011559808794774262 0.001051753729158676 0.00047194712701127689 0.00076921785923630341 0.00086837540946754755 0.0015177215817741556 0.0014046096080201158 0.00090368547781346403 0.0012591591699659323 0.00030494730583873901 0.0012086259571524808 0.00092105303372762098 0.00051753876344932004 0.001266627117323491 0.00013397184262131984 0.0010140890355773043 0.00040990676306155006 0.00047577783791278103 0.00075691925858302467 0.00050073662912956463 0.00028138184909992674 -9.9677289569799116e-05 0.00095264744664600332 0.0011898216621186776
leaf_weight=29 23 43 62 64 29 1057 30 29 38 39 48 79 46 37 112 26 121 29 23 533 27 39 20 26 94 34 22 24 23 315
leaf_count=29 23 43 62 64 29 1057 30 29 38 39 48 79 46 37 112 26 121 29 23 533 27 39 20 26 94 34 22 24 23 315
internal_value=0 0.000695613 0.00126233 0.000973164 0.000553407 0.00130049 0.000634472 0.000714017 0.000654022 0.00111944 0.00114808 0.001308 0.00129891 0.0011907 0.00113836 0.000593948 0.00115231 0.00117937 0.00026637 0.00131484 0.000426494 0.00119586 0.000666053 0.00030165 0.000639214 0.000688871 0.000189345 8.25684e-05 0.0011981 0.00117368
internal_weight=0 673 2448 228 445 1932 347 251 221 516 477 1903 1824 234 188 192 144 429 98 1590 96 151 84 53 166 128 75 46 400 338
internal_count=3121 673 2448 228 445 1932 347 251 221 516 477 1903 1824 234 188 192 144 429 98 1590 96 151 84 53 166 128 75 46 400 338
is_linear=0
shrinkage=0.00196078


Tree=4005
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 1 2 150 4 2 4 2 52 47 160 0 475 52 14 4 13 13 48
split_gain=90.5488 14.5118 9.34606 7.48478 5.54307 4.18302 2.65718 2.26379 2.20442 2.12011 2.0482 1.67574 1.18814 1.61505 0.988367 0.897943 0.872819 0.816646 0.800338 0.756317 0.710123 0.512127 0.476881 0.459742 0.47084 0.455268 0.384817 0.379409 0.542434 0.343003
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.14960000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.27834500000000006 -0.0091949999999999983 -0.55119499999999988 0.088850000000000012 -0.56176499999999996 0.090100000000000013 -1.0000000180025095e-35 -0.15350499999999997 -0.07550999999999998 0.039215000000000007 -0.46166999999999997 -0.036839999999999991 -0.47860499999999995 -0.085384999999999975 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 12 11 -5 14 -6 15 17 16 19 29 -14 -1 -19 -7 22 -17 -3 -21 -25 -24 -2 -13 -29 -4
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 27 13 -15 -16 21 -18 18 -20 23 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.0020160729922945536 0.0016800001684357138 0.00085030136027786822 0.00083558179782695571 0.001428735154818404 0.0014375742311900374 0.001759221323397981 0.0019830123112912763 0.00083598415266128206 0.00080921886157774318 0.00099193991773411272 0.00082650937042594731 0.00029975822642512486 0.0011722675884318777 0.00099981679229378586 0.0011148746270272466 0.00055306958435240251 0.0015699451283543889 0.00166065991754644 0.0015645702763189206 0.0016562522699435551 0.000968370471089919 0.00026250991600723173 0.00084911557038625082 0.0013638786484046477 0.0015120278317209701 0.00055963897029959132 0.0013637057984687813 -0.00026355207048575668 0.00013724515322155592 0.00048447934417601891
leaf_weight=21 50 39 23 34 71 35 76 37 63 41 30 22 23 23 30 32 274 941 516 40 33 86 25 175 156 127 21 20 37 20
leaf_count=21 50 39 23 34 71 35 76 37 63 41 30 22 23 23 30 32 274 941 516 40 33 86 25 175 156 127 21 20 37 20
internal_value=0 0.000748048 0.000649167 0.00156014 0.000874717 0.00158216 0.00162389 0.000384531 0.00102637 0.00141823 0.00125607 0.000314932 0.00160871 0.00150038 0.00145831 0.000429702 0.00153915 0.00163216 0.00162663 0.00148369 0.000702768 0.000341306 0.000656878 0.0014577 0.0014337 0.00060725 0.00158645 8.10343e-05 -3.38545e-06 0.000672278
internal_weight=0 673 602 2448 325 2351 1874 277 97 477 101 240 1798 320 436 161 297 1478 1457 406 224 118 191 371 331 152 71 79 57 43
internal_count=3121 673 602 2448 325 2351 1874 277 97 477 101 240 1798 320 436 161 297 1478 1457 406 224 118 191 371 331 152 71 79 57 43
is_linear=0
shrinkage=0.00196078


Tree=4006
num_leaves=31
num_cat=0
split_feature=1 4 16 157 1456 16 482 16 50 160 16 0 0 0 3 14 403 43 11 16 133 1212 3 16 0 0 43 4 149 49
split_gain=0.65073 0.23059 0.162096 0.206071 0.133202 0.138106 0.107922 0.1064 0.171689 0.249638 0.375154 0.159666 0.154071 0.149209 0.211 0.125185 0.115261 0.110163 0.212302 0.135575 0.114145 0.15855 0.166826 0.127312 0.122892 0.247544 0.130834 0.117836 0.101428 0.102849
threshold=0.096325000000000008 0.27287000000000006 0.40020000000000006 -0.095909999999999981 -0.033364999999999992 -0.15012499999999998 0.11816500000000001 0.0057500000000000008 1.0000000180025095e-35 -0.080719999999999986 0.066275000000000014 0.062580000000000011 -0.10224499999999999 -0.082009999999999986 -0.072624999999999981 0.091685000000000016 0.08332500000000001 -0.0017249999999999998 0.076270000000000018 -0.0019699999999999995 -0.44023999999999991 0.058525000000000008 -0.077354999999999993 -0.40995499999999996 -0.11173999999999999 -0.17169499999999996 0.062770000000000006 0.0045450000000000013 0.07770500000000001 0.32042500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 7 11 9 10 -9 15 -11 -10 -15 17 -14 -1 19 20 21 22 -19 -22 25 -25 -26 -28 29 -3
right_child=1 28 -4 4 5 -7 -8 8 13 12 -12 -13 16 14 -16 -17 -18 18 -20 -21 23 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0083260568047249951 -0.0051482538692653179 0.0011817188153764348 0.0084019764523367898 0.011309976357546065 0.0088069045140415619 0.003579870131975671 0.013641329222757901 -0.0086855196262088912 0.003993816443499572 0.014636878535384312 0.0061887804180001602 -2.538046190658441e-05 0.0051835586481841075 0.017869219356881721 0.0049934353260323409 0.01573551967740059 0.012413938064613224 0.0032491692597977819 -0.003514863387681544 0.014169316284358503 0.011670619377068111 0.016432815406901332 0.01393747167337848 0.0051430942980444129 0.0078040585083858187 -0.0077585267741233123 0.0008605264983354852 0.0082735146512277428 0.0081747993961191531 0.0086001536785624919
leaf_weight=1160 21 285 144 31 61 295 28 30 26 21 39 26 271 35 20 20 24 40 20 25 35 26 23 58 194 20 65 32 26 20
leaf_count=1160 21 285 144 31 61 295 28 30 26 21 39 26 271 35 20 20 24 40 20 25 35 26 23 58 194 20 65 32 26 20
internal_value=0 0.00426614 0.00551751 0.00449946 0.00502298 0.00447551 0.00747194 0.00739378 0.00605146 0.00517104 -0.000278307 0.00775245 0.00636093 0.0102362 0.0131871 0.00787016 0.00577179 0.00777751 0.00659478 0.00698511 0.0066208 0.00986272 0.00715125 0.00590662 0.0053599 0.00183499 0.00630472 0.00330605 0.00217927 0.00166817
internal_weight=0 883 552 408 387 356 2238 2210 466 385 69 1744 316 81 55 1718 295 1698 538 518 493 89 63 404 369 78 291 97 331 305
internal_count=3121 883 552 408 387 356 2238 2210 466 385 69 1744 316 81 55 1718 295 1698 538 518 493 89 63 404 369 78 291 97 331 305
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=31
num_cat=0
split_feature=1 2 400 123 1 15 40 4 401 13 483 4 1424 1451 1453 14 481 49 43 3 52 1213 1213 2 1212 13 4 0 1213 159
split_gain=0.549034 0.165439 0.109434 0.107776 0.107347 0.100993 0.10985 0.113817 0.11702 0.117953 0.0978747 0.0931771 0.0921151 0.0927121 0.0919927 0.114592 0.114444 0.185884 0.160825 0.130987 0.225853 0.122092 0.124928 0.104943 0.104059 0.214239 0.10053 0.13156 0.131041 0.123457
threshold=0.12000500000000001 0.098630000000000009 1.0000000180025095e-35 0.084995000000000015 0.16773500000000005 -0.47006499999999996 1.0000000180025095e-35 0.40473500000000007 0.080710000000000018 -0.23438999999999996 0.098395000000000024 -0.034939999999999992 1.0000000180025095e-35 0.088880000000000015 -0.13306499999999996 0.076975000000000002 -0.050084999999999991 -0.0069299999999999995 -0.082144999999999982 -0.086049999999999988 -0.0092699999999999987 -0.13252999999999998 -0.21306999999999995 0.082275000000000015 -0.040879999999999993 -0.087404999999999997 -0.082249999999999976 -0.087319999999999995 0.39818500000000007 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 10 -3 7 8 9 -7 11 -2 13 14 -1 16 17 -16 -19 -20 -21 22 24 -17 25 -18 27 -23 29 -28
right_child=4 3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 23 21 18 19 20 -22 26 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-9.4784246314139609e-06 0.0062833807079328424 0.012279446476272174 0.011401436171624535 0.001188763225128731 -0.004515168595168254 0.0011741193522494741 -0.0018811818034875961 0.001545067559257432 0.00050237347132752884 0.0067621800477112026 0.009331519640982151 0.0013342686501420123 0.013463295993860811 0.013416763520799577 0.017639736010737362 0.016304543597454375 0.0041575791322328668 0.0016102202928492003 0.016083330989045942 -0.00042269950231107383 0.010050116454467479 0.01252127401848239 0.016605240274220705 0.0080414577576733547 0.0034102684931095807 0.016642035347675638 0.0049487795572130547 0.0067242126714136506 0.012542636873415456 0.0079945015925883805
leaf_weight=21 45 21 51 65 23 41 21 66 37 480 20 246 20 20 21 22 27 35 23 26 99 44 20 51 33 28 980 355 26 154
leaf_count=21 45 21 51 65 23 41 21 66 37 480 20 246 20 20 21 22 27 35 23 26 99 44 20 51 33 28 980 355 26 154
internal_value=0 0.00636761 0.00682701 0.00507549 0.00207714 0.00545482 0.00523262 0.00547203 0.00593651 0.00632243 0.00256467 0.0020996 0.00671066 0.00664262 0.00657367 0.00664479 0.00649313 0.00872882 0.00770626 0.00914789 0.00787177 0.00621954 0.00947107 0.0105317 0.00784966 0.0105133 0.00599429 0.00736349 0.00552333 0.0053624
internal_weight=0 2787 2056 731 334 666 645 624 558 521 311 291 2005 1985 1965 1944 1871 204 183 148 125 1667 108 73 88 55 1559 399 1160 1134
internal_count=3121 2787 2056 731 334 666 645 624 558 521 311 291 2005 1985 1965 1944 1871 204 183 148 125 1667 108 73 88 55 1559 399 1160 1134
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 4 2 14 0 15 49 0 0 1 1 1 1 1 52 13 4 13 2 47 48 16
split_gain=54.0137 8.88126 4.18092 4.03438 3.52526 2.45323 2.29463 1.93921 1.45653 1.45133 1.29242 1.08807 0.818536 1.14776 0.730256 0.713014 0.530721 0.518923 0.494612 0.477642 0.472811 0.447549 0.36033 0.31635 0.320605 0.294812 0.285609 0.275106 0.272041 0.267321
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.092235000000000025 1.0000000180025095e-35 0.09253500000000002 -0.062539999999999984 0.13501500000000002 0.062655000000000016 -0.10607499999999999 -0.10653 -0.054984999999999992 -0.23091999999999999 -0.14226499999999997 0.13436000000000001 0.13075500000000004 0.12000500000000001 0.16175000000000003 0.091195000000000012 -0.56176499999999996 -0.07743499999999999 -0.013125 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10350500000000001 0.083985000000000018 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 5 19 11 -7 -4 -9 15 12 13 -1 -2 -8 28 25 -5 -3 -6 -14 -17 -24 -25 -11 -23 -16 -15 -27
right_child=1 4 8 18 20 7 10 9 -10 17 -12 -13 21 16 27 22 -18 -19 -20 -21 -22 26 23 24 -26 29 -28 -29 -30 -31
leaf_value=0.0011231538841667259 0.00051746516385012199 0.00020461096089618405 0.00087339111798224837 0.00039091313718872013 -7.1981427349020321e-05 0.00083910844501814026 0.00054469182735168134 0.00070759753568791874 0.00036692910500491058 0.00020599316553405548 0.00056834493465478123 0.0012653352715108004 0.0010276359374783094 0.00097207057354090467 0.00096890321289087346 0.001099688509626242 0.000470555103405029 -3.9855463873535236e-05 5.8635511873837781e-05 -9.0451613707896492e-05 -0.00039872273869715093 0.00071751485460847875 0.00096571040244827723 0.00091981375489164801 0.00081575506116287255 0.00044682678729337074 0.00095390498758042 0.00078430665073917665 0.00067365179294902908 0.00018542120763623304
leaf_weight=36 24 31 34 61 90 30 21 30 61 91 48 62 1192 23 73 37 26 22 24 66 21 22 201 250 209 53 184 54 24 21
leaf_count=36 24 31 34 61 90 30 21 30 61 91 48 62 1192 23 73 37 26 22 24 66 21 22 201 250 209 53 184 54 24 21
internal_value=0 0.000330133 0.000951411 0.000638791 0.000170037 0.000268077 0.000967816 0.000371844 0.000548189 0.000307245 0.000879845 0.00101076 0.00100029 0.000836635 0.000831137 0.00090067 0.000695338 0.000243017 0.000297094 3.84673e-06 -0.000133797 0.00101305 0.000911395 0.000900839 0.000872432 0.000280734 0.000928659 0.000890413 0.000819687 0.000372644
internal_weight=0 691 2430 236 455 344 2335 247 95 217 766 1569 1507 109 151 718 73 187 85 97 111 1398 697 660 459 165 206 127 47 74
internal_count=3121 691 2430 236 455 344 2335 247 95 217 766 1569 1507 109 151 718 73 187 85 97 111 1398 697 660 459 165 206 127 47 74
is_linear=0
shrinkage=0.00196078


Tree=4009
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 2 1 2 4 14 2 0 0 15 0 52 160 15 4 47 3 3 1 1 13 457 1 1
split_gain=37.2237 6.01949 3.70373 3.4713 2.04305 1.91194 1.30704 1.18475 0.90411 0.805425 0.80806 0.685486 0.675041 0.652752 0.566949 1.24002 0.659454 0.473988 0.470737 0.462655 0.438837 0.358471 0.445435 0.396709 0.3091 0.305392 0.303503 0.301858 0.335991 0.456512
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.092235000000000025 0.088105000000000003 0.13082500000000002 0.13501500000000002 0.077845000000000011 0.14285500000000004 0.27834500000000006 0.062655000000000016 0.11474000000000002 -0.23091999999999999 -0.10607499999999999 -0.098289999999999975 -0.14226499999999997 -0.56176499999999996 -0.067824999999999983 -0.41942499999999994 0.0082450000000000006 0.10589000000000001 0.0068900000000000012 0.11658 0.14754500000000001 0.091195000000000012 -0.07743499999999999 0.048635000000000005 0.082005000000000008 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 11 21 9 13 -5 10 -4 14 -7 -6 15 -1 -17 -15 -12 -11 25 22 -3 -24 -21 -16 -19 28 -28 -30
right_child=1 2 6 8 7 12 -8 -9 -10 19 18 -13 -14 17 20 16 -18 26 -20 24 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013563116491268493 0.00118085872516482 0.00052879238313975196 0.00071019202458137026 0.0011044999934127686 0.00078729307548561233 0.0010385965847725211 0.00077087797094225314 0.00080971479784161635 0.00068494796884846607 0.00041291311782526636 0.00062522216233959179 0.0014335510930650827 0.00067547049266630354 0.001354115558605568 0.0012529050891847352 0.0010626294871301173 0.00065449214868330081 0.0011895913774996733 0.0003064783370990531 0.00025350686592863535 0.001072535344566219 0.00086015659974875787 0.00091607989701210639 0.00062752740232628547 -2.706056635624548e-05 0.001165668711177147 0.0010893104723316712 0.00087929718952248063 0.0014896103710520501 0.0011162758257020921
leaf_weight=41 76 119 39 28 21 81 37 48 67 37 23 62 26 37 1158 45 23 201 79 36 62 24 26 62 26 178 382 23 20 34
leaf_count=41 76 119 39 28 21 81 37 48 67 37 23 62 26 37 1158 45 23 201 79 36 62 24 26 62 26 178 382 23 20 34
internal_value=0 0.000660262 0.000595928 0.00117602 0.00119097 0.000733679 0.000427842 0.00110796 0.000808605 0.000374958 0.000470137 0.00123149 0.00095036 0.0011279 0.00122318 0.00108698 0.000924583 0.00113816 0.000378352 0.000239399 0.0012338 0.000633311 0.00060701 0.000712782 0.00013585 0.00124128 0.00112605 0.00109823 0.00110978 0.00125455
internal_weight=0 691 615 2430 2335 338 277 766 95 240 141 1569 107 718 1507 109 68 697 102 99 1398 231 207 88 62 1336 660 459 436 54
internal_count=3121 691 615 2430 2335 338 277 766 95 240 141 1569 107 718 1507 109 68 697 102 99 1398 231 207 88 62 1336 660 459 436 54
is_linear=0
shrinkage=0.00196078


Tree=4010
num_leaves=31
num_cat=0
split_feature=1 402 133 2 43 15 1 4 4 51 41 12 2 16 39 0 2 15 4 16 2 124 97 2 10 484 43 13 42 15
split_gain=0.747895 0.182174 0.17712 0.232859 0.184707 0.155424 0.184587 0.209244 0.290061 0.200318 0.150134 0.148868 0.147739 0.165842 0.256207 0.138203 0.131764 0.130356 0.295866 0.431092 0.13017 0.127398 0.146061 0.134889 0.187563 0.143883 0.160816 0.154769 0.139263 0.124824
threshold=0.11146500000000002 0.099740000000000009 -0.23133499999999999 0.25063000000000007 -0.095589999999999994 0.083195000000000005 0.08864000000000001 -0.17966999999999997 -0.068329999999999988 0.10614000000000001 0.075585000000000013 0.091625000000000012 0.091265000000000013 -0.36241499999999999 0.084405000000000008 -0.068944999999999992 0.088850000000000012 -0.0063699999999999989 -0.087394999999999987 -0.0057949999999999989 0.098260000000000014 0.0026500000000000004 -0.049229999999999996 0.10327000000000001 0.058500000000000003 -0.076559999999999975 -0.084154999999999994 -0.13710499999999998 0.090545000000000014 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 21 -5 6 11 -8 -9 12 29 17 15 -14 -15 -10 -13 -1 20 -20 -19 22 -4 24 28 -25 -27 -28 -24 -7
right_child=1 -3 3 4 -6 10 7 8 9 -11 -12 16 13 14 -16 -17 -18 18 19 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0090454298527657528 0.010983731177064681 -0.0060689404577715326 -0.0015320443058092345 0.0033537771424744277 -0.009658338401156168 0.013287103453489102 0.0095793648889769684 -0.0049155442789924567 0.0071818674750530227 0.013473952357442335 0.015369953866271924 -0.00093118121709536621 0.0060347876196134506 -0.005963793320520579 0.0054840137558879662 -0.00028712296184023908 0.0063725780417082899 0.011248084467113043 -0.0076484692661324518 0.0084103425213002733 0.0021932486991863699 -0.0028715530034297936 0.013290831776034526 -0.0046317392052151263 0.00092252866562568786 -0.0030570477820359744 0.0018566012589467898 0.0079499473777068126 0.0059007819933707233 0.0079587528014749293
leaf_weight=578 31 20 38 20 24 46 89 32 170 26 30 27 55 46 34 29 290 77 32 35 20 26 51 20 33 26 72 99 51 994
leaf_count=578 31 20 38 20 24 46 89 32 170 26 30 27 55 46 34 29 290 77 32 35 20 26 51 20 33 26 72 99 51 994
internal_value=0 0.00328636 0.00366744 0.00317438 -0.00374374 0.00746983 0.0068266 0.00520211 0.00420829 0.0050193 0.00839561 0.00756444 0.00436116 0.00180767 -0.00109848 0.00609342 0.00575049 0.0083394 0.00585109 0.000740462 0.00938111 0.00390611 0.00435795 0.0049938 0.00747567 0.00344978 0.00427024 0.00538433 0.00959581 0.00819443
internal_weight=0 511 491 460 44 2610 1540 481 392 360 1070 1059 334 135 80 199 317 742 164 67 97 416 390 352 135 217 197 171 102 1040
internal_count=3121 511 491 460 44 2610 1540 481 392 360 1070 1059 334 135 80 199 317 742 164 67 97 416 390 352 135 217 197 171 102 1040
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 15 43 43 40 44 4 0 3 4 15 3 12 3 12 2 4 159 52 0 1455 43 43 474 474
split_gain=0.614234 0.168196 0.170378 0.15284 0.148283 0.1628 0.137822 0.108434 0.106834 0.143789 0.105578 0.11443 0.159883 0.128131 0.147844 0.128197 0.100385 0.170052 0.0963772 0.0962758 0.100021 0.0880446 0.0801448 0.167057 0.193322 0.118179 0.0815226 0.148156 0.0787441 0.182684
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.08104500000000002 -0.074359999999999996 -1.0000000180025095e-35 -0.23141499999999995 -0.020444999999999994 -0.085594999999999991 -0.085774999999999976 1.0000000180025095e-35 -0.27825499999999997 -0.036484999999999997 0.11296500000000002 -0.0083799999999999986 -1.0000000180025095e-35 0.31370500000000007 -0.42850999999999995 -0.042499999999999989 0.099815000000000015 -1.0000000180025095e-35 -0.034939999999999992 -0.092414999999999983 0.2800700000000001 -0.084044999999999995 -0.08045999999999999 -0.070064999999999975 -0.076834999999999987 0.10008000000000002 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -6 9 -8 11 -9 13 15 -15 -13 21 -18 -11 20 -3 -2 25 28 -25 -22 27 -27 29 -24
right_child=16 19 3 -5 7 6 8 10 -10 18 -12 12 -14 14 -16 -17 17 -19 -20 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0033591618062928322 0.00774875944546823 0.014320281511172653 -0.0058071339968591932 0.012491744398621135 0.013386492487625218 -0.0032169992220588031 0.001632475544913457 0.0088400109694676769 0.0019545712925103163 0.0058618591388776191 0.011792431927406817 0.0053308935737114331 -0.0031878877502794453 -0.0053461411701781411 0.0046523793926462531 0.012834220013484873 0.0047780116924139512 -0.0041875657592234869 0.014970211521722378 0.0055228731756615558 0.0020372136449441315 0.0023295099367849916 0.0071940727400444746 0.0068331613776535967 -0.0042458316477547798 0.011030665557292929 0.014156353877236447 0.0028309509747972091 0.010950475119386318 -0.0021977530526263371
leaf_weight=23 35 20 20 29 20 24 26 69 62 21 27 106 26 21 50 29 34 56 26 372 20 209 1505 36 28 83 39 30 54 21
leaf_count=23 35 20 20 29 20 24 26 69 62 21 27 106 26 21 50 29 34 56 26 372 20 209 1505 36 28 83 39 30 54 21
internal_value=0 0.00659204 0.00507499 0.00542389 0.00503495 0.0026961 0.00376569 0.00623798 0.00500705 0.00759957 0.0058021 0.00526476 0.00420143 0.00513406 0.00169507 0.00694272 0.00205396 -0.00080057 0.0109005 0.00698985 0.00728708 0.00310686 0.00720962 0.00699475 0.0019861 0.00926346 0.0102143 0.00885375 0.00719763 0.00706483
internal_weight=0 2787 579 556 527 179 159 348 135 73 328 301 232 206 71 135 334 90 47 2208 1836 244 1816 1644 64 172 152 113 1580 1526
internal_count=3121 2787 579 556 527 179 159 348 135 73 328 301 232 206 71 135 334 90 47 2208 1836 244 1816 1644 64 172 152 113 1580 1526
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 14 2 1 4 2 4 1 2 2 52 160 2 3 475 1 0 12 1447 52 14 47 1 1
split_gain=55.947 8.8141 5.48946 4.48259 2.89242 2.63372 1.73096 1.60141 1.32935 1.31439 1.1224 0.995418 0.904291 0.803583 1.40834 0.656456 0.580271 0.490183 0.449735 0.419294 0.411623 0.531912 0.451989 0.399116 0.382856 0.378318 0.377366 0.493108 0.369517 0.333864
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088105000000000003 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.092845000000000025 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 -0.56176499999999996 -0.067824999999999983 0.088850000000000012 -0.010424999999999999 -0.07550999999999998 0.099195000000000019 -0.030209999999999997 0.11734000000000001 -0.082869999999999985 0.40674500000000008 -0.23083499999999998 0.090100000000000013 0.16175000000000003 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 26 11 13 16 -5 -7 12 -4 18 15 -15 -6 -14 25 -19 -18 22 23 -22 -20 -1 -3 29 -13 -28
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 28 17 14 -16 -17 20 19 24 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016413254535990866 0.0015487686253246016 0.0010816317416873632 0.00093522972116867695 0.0014223594741651982 0.0017012573649726522 0.0013970876476817745 0.0010310958245710903 0.0018812928391068835 0.00099891378582198142 0.00094938404641496394 0.00096225396011177442 0.0004869264636545542 0.00083610346701189892 0.0012036065288395887 0.0010337450032623426 0.0015634158190077701 0.0016260612724173782 0.00068396383168303646 0.0017561875737781049 0.00039297340151806849 0.0014896414029543184 0.0011438497467188453 0.0012517850529524235 0.0012693033945261783 0.0015493234840201426 0.0013811753634463018 0.00085600718756687392 0.0010849506473480939 0.00019389930921219755 0.00062442279551140427
leaf_weight=930 76 34 39 37 34 74 37 76 26 58 33 78 23 21 23 272 39 32 37 47 259 26 45 36 489 22 137 31 21 29
leaf_count=930 76 34 39 37 34 74 37 76 26 58 33 78 23 21 23 272 39 32 37 47 259 26 45 36 489 22 137 31 21 29
internal_value=0 0.000918812 0.000840964 0.00155111 0.0015681 0.00100867 0.000636331 0.00160251 0.00142971 0.0011336 0.00126298 0.000575471 0.000681283 0.0015907 0.00150095 0.00153763 0.00145522 0.000584186 0.00160989 0.000510843 0.00143457 0.00141416 0.00143483 0.00146275 0.00156387 0.00163531 0.000890867 0.000857943 0.000424769 0.00081555
internal_weight=0 691 615 2430 2335 338 277 1870 465 95 107 240 141 1794 316 293 439 102 1478 79 405 366 340 295 526 952 231 197 99 166
internal_count=3121 691 615 2430 2335 338 277 1870 465 95 107 240 141 1794 316 293 439 102 1478 79 405 366 340 295 526 952 231 197 99 166
is_linear=0
shrinkage=0.00196078


Tree=4013
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 2 14 2 42 2 0 50 4 49 52 1 1429 51 14 16 1 51 50 15 1 3 16
split_gain=34.0638 5.66615 3.45683 2.75088 2.36244 1.95229 1.21768 1.0817 0.840553 0.766579 0.75313 0.742222 0.669459 0.615963 0.585962 0.498661 0.446735 0.446111 0.442503 0.703965 0.459123 0.363249 0.502362 0.530372 0.353405 0.866003 0.351887 0.318018 0.304608 0.332623
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.14960000000000004 -1.0000000180025095e-35 0.062655000000000016 0.10467500000000002 -0.076394999999999977 -0.090999999999999984 -0.23091999999999999 0.041865000000000006 -0.033174999999999989 -0.054984999999999992 -0.56176499999999996 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.46166999999999997 -1.0000000180025095e-35 0.11323000000000001 0.0038750000000000004 0.081075000000000022 -0.41942499999999994 0.14754500000000001 -0.014944999999999998 -0.49446999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 9 16 13 28 12 -10 -5 -1 -7 26 -12 -6 -15 20 24 -14 -17 23 -23 -20 -26 -4 -28 -3 -30
right_child=1 2 14 11 6 7 -8 -9 10 -11 15 -13 18 17 -16 21 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0008240501208267375 0.0011479748595578999 0.00056823444745766839 0.00037620110499831018 0.0011345381614596458 0.00075259953171160872 0.00075122881245935885 0.0006204877476121268 0.00067533524426017762 0.00094170047317887874 0.0014028670501604835 0.00083932601748926551 0.0007168682612415559 0.0012170186356361059 0.0013016006983836365 0.0005368724460500518 0.00075760109776180549 0.0010854200592609116 0.0010805343841514229 0.0011729632107736468 0.00077757203659298377 0.00097065417010799729 0.000679297045068024 0.00025426180364733969 0.00043730729547516073 0.00077587640485148024 0.0012431950074520992 0.00025206885900729443 -3.0899791645383405e-05 0.000538805774587361 0.00024352171964637948
leaf_weight=20 76 35 37 21 20 21 47 26 27 62 28 74 951 37 30 30 69 682 425 20 30 75 23 65 30 31 37 26 22 44
leaf_count=20 76 35 37 21 20 21 47 26 27 62 28 74 951 37 30 30 69 682 425 20 30 75 23 65 30 31 37 26 22 44
internal_value=0 0.000642889 0.000580471 0.00113627 0.00065658 0.00114957 0.000875801 0.00106843 0.000571153 0.00118919 0.000632562 0.000809195 0.0011804 0.00108224 0.000296529 0.000594794 0.00101063 0.00109191 0.00118519 0.0011381 0.00120948 0.000559318 0.000522824 0.000566945 0.00115293 0.00101337 0.000224426 0.000135288 0.000420365 0.00034195
internal_weight=0 691 615 2430 485 2335 136 766 349 1569 248 95 1507 740 130 221 89 719 1487 506 981 193 163 140 486 61 100 63 101 66
internal_count=3121 691 615 2430 485 2335 136 766 349 1569 248 95 1507 740 130 221 89 719 1487 506 981 193 163 140 486 61 100 63 101 66
is_linear=0
shrinkage=0.00196078


Tree=4014
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 14 2 1 2 2 4 1 2 2 52 2 14 47 1 16 48 52 4 16 160 133 52 15
split_gain=44.5953 7.14123 4.65576 3.58384 2.40702 2.40525 1.39241 1.36583 1.20953 1.14087 1.09845 0.776967 0.857267 0.646456 1.43021 0.495053 0.455193 0.402211 0.388999 0.566291 0.471669 0.391113 0.807349 0.378468 0.524223 0.373536 0.359665 0.324775 0.317695 0.316607
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088105000000000003 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.11389000000000002 0.14960000000000004 0.40945500000000007 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.56176499999999996 0.088850000000000012 -0.23083499999999998 0.090100000000000013 0.11669000000000002 -0.29154999999999992 0.083685000000000009 0.039215000000000007 0.24564500000000003 0.19444000000000003 -1.0000000180025095e-35 0.11667000000000001 0.40674500000000008 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 18 11 13 16 -5 -7 12 -4 17 15 -15 -6 28 -3 20 21 -20 -23 24 27 -25 -14 -18 -1 -13
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 29 26 14 -16 -17 23 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012238124869867364 0.00114420460012306 0.00074265202659911625 0.00056174032527100623 0.0010561842965488479 0.00127852489825901 0.0010199919780351076 0.00067270675883344629 0.0014457344339912522 0.0007001234596813367 0.00060794942545139047 0.00056260301134317093 0.00027232052802684761 0.0004329590365485428 0.00084379942640731755 0.00062546568993361498 0.0011565125244048324 0.0010485208139873374 0.0011508776982496699 0.00067051170745456958 0.00075881206686741025 0.00024293886061236414 0.00018139158259906801 0.00057220646941676676 0.0011470744879862019 0.00069391847902041076 0.00087324615282383404 0.0001824527521596369 0.00080545320254720104 0.00098543025008709885 1.2819055018116538e-05
leaf_weight=935 76 34 48 34 34 80 37 76 39 61 27 28 30 21 23 266 177 527 44 31 29 30 63 148 21 22 83 24 22 51
leaf_count=935 76 34 48 34 34 80 37 76 39 61 27 28 30 21 23 266 177 527 44 31 29 30 63 148 21 22 83 24 22 51
internal_value=0 0.000577172 0.0005071 0.00114169 0.00115688 0.000661543 0.000318645 0.00118827 0.00103063 0.00076837 0.000904576 0.000264061 0.00034221 0.00117737 0.00109593 0.00113363 0.00106089 0.00119438 0.000548969 0.000515541 0.000470111 0.000518199 0.000446137 0.00104201 0.0009887 0.00111164 0.000248959 0.0010195 0.00121833 0.000104794
internal_weight=0 691 615 2430 2335 338 277 1870 465 95 107 240 161 1794 310 287 426 1484 231 197 166 137 93 392 222 170 113 201 957 79
internal_count=3121 691 615 2430 2335 338 277 1870 465 95 107 240 161 1794 310 287 426 1484 231 197 166 137 93 392 222 170 113 201 957 79
is_linear=0
shrinkage=0.00196078


Tree=4015
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 49 2 4 1 1 1 40 1 0 1 0 15 13 11 50 15 42 51
split_gain=54.5698 8.96646 4.64077 3.85887 3.31712 2.5651 2.06658 1.82369 1.98472 1.64843 1.4301 1.14236 0.958184 0.786864 0.708494 1.11254 0.615439 0.544381 0.51325 0.46983 0.552804 0.466046 0.45458 0.972367 0.436859 0.398729 0.382351 0.388056 0.379622 0.362461
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.054984999999999992 -0.090999999999999984 -0.013125 0.093100000000000002 0.16175000000000003 0.13436000000000001 -0.077714999999999992 0.076935000000000017 -0.038659999999999993 0.13075500000000004 -0.10096999999999999 -0.13578499999999996 -0.078279999999999975 0.084680000000000019 0.041865000000000006 -0.090344999999999995 0.088295000000000012 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 18 -8 -9 14 -4 13 -2 -1 19 24 26 -10 -3 20 -7 -5 23 -15 -16 -14 27 -6 -24 -25
right_child=1 4 10 21 16 9 7 8 17 -11 -12 -13 25 22 15 -17 -18 -19 -20 -21 -22 -23 28 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00079328187239155468 0.00064213318123293472 0.00034202188502066225 0.0010250743517207438 0.00057020940201501298 0.00013986454915441979 0.0011293694470903676 0.00098579813062755106 0.00093819726575044247 0.00043354195160323682 0.00070013060193399297 0.00052322853214102356 0.0014511915210076028 0.00099754731172269377 0.0014596371145364172 0.0011545756040957935 0.00064863498754848053 -0.00025465760613077717 0.00010518304673280839 5.6627024184255041e-05 0.0012472675185360577 0.0008948012777562082 0.00024766988426087779 0.0012155155719426834 0.0010738610469437893 0.00099372503618940888 0.0012374768154724462 0.00032419799522761552 -0.00018839132003075279 0.0011420057097659216 0.00082726567160211993
leaf_weight=20 24 47 34 61 45 241 30 30 165 48 61 62 89 21 95 30 21 22 50 101 46 24 986 75 205 38 25 20 372 33
leaf_count=20 24 47 34 61 45 241 30 30 165 48 61 62 89 21 95 30 21 22 50 101 46 24 986 75 205 38 25 20 372 33
internal_value=0 0.000503186 0.00112766 0.000813322 0.000342325 0.00114494 0.000437426 0.000532665 0.00047002 0.00105193 0.000702837 0.00119035 0.00100144 0.00117962 0.00107545 0.00100866 4.75966e-05 0.000394911 0.000194911 0.00113225 0.00109177 0.000479139 0.00118481 0.00107358 0.00104466 0.00106934 0.000118123 3.88627e-05 0.00119538 0.000998512
internal_weight=0 691 2430 236 455 2335 344 247 217 766 95 1569 151 1507 718 330 111 187 97 388 287 85 1487 129 300 127 90 65 1358 108
internal_count=3121 691 2430 236 455 2335 344 247 217 766 95 1569 151 1507 718 330 111 187 97 388 287 85 1487 129 300 127 90 65 1358 108
is_linear=0
shrinkage=0.00196078


Tree=4016
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 0 15 2 4 15 4 3 3 4 160 52 0 131 2 52 16 475 1 47 4
split_gain=41.1367 6.5648 4.26788 2.98186 2.25824 2.01493 1.51597 1.24287 1.15307 0.914994 0.844467 1.10049 0.840342 0.824359 0.749567 0.648737 0.632131 0.828517 0.527593 0.453127 0.449556 0.425563 0.422084 0.652647 0.399555 0.433509 0.401219 0.553441 0.389648 0.38915
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.10096999999999999 -0.11033999999999998 0.14285500000000004 0.40473500000000007 0.083195000000000005 0.27834500000000006 -0.080934999999999993 0.090900000000000009 0.0061450000000000003 -0.067824999999999983 -0.56176499999999996 -0.080689999999999984 0.082750000000000004 0.31358000000000003 0.039215000000000007 0.19444000000000003 -0.082014999999999991 0.099195000000000019 0.10648500000000001 -0.55119499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 7 12 10 -5 20 11 -1 15 -6 16 -4 -13 -18 21 -17 -7 -12 23 -14 26 -26 -22 -28 -3 -23
right_child=1 2 6 8 13 9 -8 -9 -10 -11 18 14 22 -15 -16 19 17 -19 -20 -21 24 29 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0013874818471177491 0.0012436343712580338 0.00064479527425819513 0.00070770730322077988 0.0011909762343698996 0.0011310734350291523 0.0013860912780860716 0.00082178708900281471 0.0015303308738182204 0.00074035221389283791 0.00088413638653221465 0.001320623786308314 0.00067471786637822667 0.00029627341449312705 0.00075841827082336489 0.0013698189510612129 0.00065258389111776593 0.0011964669066635684 0.0007868857570672615 0.0011409084398113522 0.00033985907527714961 0.0013460910070601207 0.0015130538065560391 0.00051138332661460431 -0.00011359215385335334 0.0012607436240411815 0.00095944220528883088 0.0011021915668525525 0.00075778085811465388 0.0009137484734879532 0.0012405877552963062
leaf_weight=52 76 208 39 34 74 34 37 76 61 48 1005 21 59 33 23 23 55 29 88 79 22 21 20 20 146 21 174 20 23 500
leaf_count=52 76 208 39 34 74 34 37 76 61 48 1005 21 59 33 23 23 55 29 88 79 22 21 20 20 146 21 174 20 23 500
internal_value=0 0.000699968 0.000632783 0.00124216 0.000780653 0.00125601 0.00045235 0.00128473 0.000901628 0.0011405 0.00127433 0.00114694 0.000395395 0.00101614 0.00104922 0.000492616 0.000978995 0.00105506 0.00128853 0.000410375 0.00117001 0.00129705 0.000256929 0.00019251 0.00115083 0.00122286 0.00109514 0.00106669 0.000671574 0.00125157
internal_weight=0 691 615 2430 338 2335 277 1870 95 465 1794 180 240 107 128 141 105 84 1614 102 417 1526 99 79 383 167 216 194 231 521
internal_count=3121 691 615 2430 338 2335 277 1870 95 465 1794 180 240 107 128 141 105 84 1614 102 417 1526 99 79 383 167 216 194 231 521
is_linear=0
shrinkage=0.00196078


Tree=4017
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 2 1 2 4 14 4 13 16 1 52 1 2 4 16 160 3 12 41 11 47 1 51
split_gain=61.5112 9.50993 5.64258 5.27305 2.96403 2.40148 2.20948 2.17158 1.83787 1.53563 1.48154 1.37445 0.959158 0.654876 0.62942 0.614989 0.578136 0.576087 0.690899 1.1368 0.562054 0.510906 0.501829 0.523403 0.493583 0.473014 0.535226 0.425373 0.415035 0.359462
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.27834500000000006 0.40124500000000002 0.089775000000000008 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.062655000000000016 -0.013514999999999998 -1.0000000180025095e-35 -0.040964999999999994 0.086920000000000011 -0.56176499999999996 0.089770000000000016 0.09678500000000001 -0.0073899999999999999 0.13751500000000003 -0.067824999999999983 -0.0025099999999999996 0.082480000000000012 0.083975000000000008 1.0000000180025095e-35 0.078345000000000012 0.16175000000000003 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 6 10 8 13 12 -5 11 -3 16 -4 27 -7 29 -10 25 -20 -16 -6 -13 -24 -18 26 -19 -2 -12 -1
right_child=1 5 7 9 21 15 -8 -9 17 -11 28 22 -14 -15 20 -17 24 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001587589266752412 0.00068302946741262752 0.00089173392726917878 0.0015338160239686384 0.0013663775926711513 0.00084310000033247011 0.00072746887987277891 0.00089544770697965121 0.00086044554658630643 0.0016714023010838373 0.00084634455593260341 0.00035207744590963084 0.00072865788026920059 0.0018091404426133525 0.0012547098464780236 0.0012225277867971682 0.0011761552757687038 0.0013133364126962773 0.001454254866293504 0.0008831107769818867 0.0014213677562675833 0.00086388320476860222 0.0012508831758236464 0.00056118965532879787 0.00024196302271721994 0.0015180691549924908 0.0011654096651199707 0.0017518701628337497 0.00098756958776606671 4.0661043837061282e-05 0.0013619633574111789
leaf_weight=892 110 43 73 34 27 23 22 35 43 61 76 23 59 58 21 24 52 726 22 48 84 21 39 40 350 21 24 21 21 28
leaf_count=892 110 43 73 34 27 23 22 35 43 61 76 23 59 58 21 24 52 726 22 48 84 21 39 40 350 21 24 21 21 28
internal_value=0 0.000822299 0.00101734 0.0014853 0.00150372 0.000551003 0.00151384 0.00129432 0.00151985 0.00103246 0.000472233 0.000597715 0.00156453 0.00141024 0.000822506 0.000956585 0.00155362 0.00145004 0.00143872 0.0012522 0.000935612 0.00102151 0.000473765 0.000399556 0.00149159 0.00145565 0.00146378 0.000731849 0.000284657 0.00158072
internal_weight=0 691 402 2430 2335 289 2287 166 2265 95 242 145 1381 131 236 47 1322 884 841 70 105 48 102 79 402 771 750 131 97 920
internal_count=3121 691 402 2430 2335 289 2287 166 2265 95 242 145 1381 131 236 47 1322 884 841 70 105 48 102 79 402 771 750 131 97 920
is_linear=0
shrinkage=0.00196078


Tree=4018
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 4 2 4 0 47 1 12 15 475 47 4 10 13 4 157 52 52 4
split_gain=73.7441 11.4861 7.34568 6.38984 4.29002 3.84102 2.23978 2.0288 1.8968 1.76002 1.70335 1.16272 1.28081 0.959538 0.817054 0.749422 1.84128 1.21072 0.795165 0.588923 0.567139 0.547403 0.528808 0.507938 0.458608 0.402624 0.384205 0.375723 0.470249 0.368711
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.14753000000000002 0.40945500000000007 -0.090999999999999984 0.27287000000000006 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.09141500000000001 -0.41942499999999994 -0.066784999999999983 0.090100000000000013 -0.51843499999999987 -0.38124499999999995 -1.0000000180025095e-35 0.0061450000000000003 -0.07686999999999998 -0.55252499999999982 0.039215000000000007 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 -6 14 -5 12 -4 -1 20 16 17 -15 22 -13 -7 -3 -17 -21 -14 26 -20 -22 -29 -19
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 19 24 15 -16 18 -18 29 25 23 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00098982376532891431 0.0013463366691814761 0.00053531645312266643 0.0006127983733608866 0.0012109180665311791 0.0012370358428279197 0.0014444372353804582 0.0017404563394370341 0.00073929327180783126 0.00064898987477219185 0.00085759467165308454 0.00066634318076823123 0.00025802766122426108 0.0001452640189945226 0.0013606136866739721 0.00088545222652149709 0.0017349367556364641 0.0017436565624343024 0.0010781043980514946 0.0011106224684127725 0.00012989305346912028 0.0014962202805876175 0.00080880172621509679 0.0014346542984341271 -0.00024853718632168677 0.00044369096137291075 0.0011600575667713774 0.0013764576033100146 0.0011532455123545446 0.0013029636666759316 0.00074566558943481797
leaf_weight=22 74 191 44 34 71 63 76 34 30 48 63 32 83 49 22 23 24 29 22 25 21 33 1146 30 26 41 419 167 156 23
leaf_count=22 74 191 44 34 71 63 76 34 30 48 63 32 83 49 22 23 24 29 22 25 21 33 1146 30 26 41 419 167 156 23
internal_value=0 0.00061754 0.000527505 0.00135041 0.000726877 0.00137076 0.00141074 0.000291022 0.00106237 0.00121367 0.000857225 0.000227517 0.000330431 0.00139681 0.00125351 0.00140185 0.00125547 0.00113946 0.00141293 4.65298e-05 0.0012734 0.000575607 0.00144056 -7.65234e-05 0.000216448 0.00134592 0.0013632 0.00124208 0.00122556 0.000931064
internal_weight=0 673 599 2448 325 2351 1874 274 101 477 97 240 153 1798 429 1776 125 101 1651 87 407 224 1169 55 109 482 441 344 323 52
internal_count=3121 673 599 2448 325 2351 1874 274 101 477 97 240 153 1798 429 1776 125 101 1651 87 407 224 1169 55 109 482 441 344 323 52
is_linear=0
shrinkage=0.00196078


Tree=4019
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 2 4 1 2 2 3 0 49 1 12 475 150 13 4 2 10 40 3 16 43 47 52
split_gain=43.9877 7.35822 4.8284 3.5125 2.33232 2.1834 1.40844 1.39912 1.19828 1.19815 1.12831 1.09583 0.709112 0.564919 0.533832 0.960891 0.560267 0.493587 0.429636 0.409485 0.408054 0.38777 0.381963 0.3346 0.328361 0.30946 0.307246 0.298567 0.297267 0.279523
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.17025000000000004 0.062655000000000016 0.13501500000000002 0.40945500000000007 0.077845000000000011 0.11474000000000002 -0.090999999999999984 0.30112000000000005 -0.10836499999999999 0.082865000000000008 0.083345000000000016 0.090455000000000021 -0.066784999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 -0.51843499999999987 0.089885000000000007 -0.38124499999999995 -1.0000000180025095e-35 -0.13927999999999999 0.13751500000000003 -0.080324999999999994 0.10648500000000001 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 7 9 12 18 13 -5 -6 -1 24 15 16 -14 21 -7 25 -11 -16 -18 -8 -4 -20 -10 -12 -3 -27
right_child=1 2 6 10 11 8 23 -9 26 20 27 -13 14 -15 17 -17 22 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00071921340902062023 0.0010673844258390344 0.00044487896569984334 0.00038394220419183127 0.0010134273314332009 0.00092962164151354004 0.0011345513983100066 6.3005757140534944e-05 0.0013579778966010462 0.00051552904965917361 0.00011528148068444186 0.00063011850128210636 0.00045258812180239388 0.0010524960092323668 0.00019705979905336923 0.0013883474132482634 0.0012554142301882839 0.00088717964788815034 0.0010526119831326286 0.001138853457260404 0.00069609248210508344 0.00036704985262185283 0.0011192886002171789 0.0005679102540016174 -0.00025661532237541442 0.00066307404198409029 0.00089257093834879686 0.0008317583418832996 0.00034408009556286472 0.00067528947682600786 0.0010129331317902716
leaf_weight=20 76 209 26 28 81 60 34 76 27 99 47 24 40 22 21 34 34 555 38 22 33 1065 25 20 43 153 21 20 24 144
leaf_count=20 76 209 26 28 81 60 34 76 27 99 47 24 40 22 21 34 34 555 38 22 33 1065 25 20 43 153 21 20 24 144
internal_value=0 0.000491801 0.000420672 0.00105246 0.000577953 0.0010675 0.000228756 0.0010974 0.000947259 0.000297558 0.000682875 0.000820585 0.00108636 0.000470659 0.0010905 0.000971021 0.000873351 0.00110018 0.000981029 0.000955227 0.000178224 0.00112449 0.000751896 -5.53724e-05 0.000557894 0.000972245 0.000653879 0.000544734 0.000468612 0.000950928
internal_weight=0 691 615 2430 338 2335 277 1870 465 223 95 105 1794 91 1774 133 99 1641 417 357 132 1086 59 54 69 335 48 67 233 297
internal_count=3121 691 615 2430 338 2335 277 1870 465 223 95 105 1794 91 1774 133 99 1641 417 357 132 1086 59 54 69 335 48 67 233 297
is_linear=0
shrinkage=0.00196078


Tree=4020
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 2 2 4 2 1 14 49 1 1 52 1 40 1 2 1 4 1 50 15 0 51 47 12
split_gain=56.6758 9.10958 4.53402 4.50067 3.64366 2.77009 2.31382 2.30011 1.81225 2.18952 1.64269 1.25077 1.24199 0.934395 0.646188 0.60317 0.587356 0.574357 0.524443 0.509728 0.679071 0.49437 0.4352 0.481167 0.384842 0.370413 0.350052 0.344678 0.338963 0.316998
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.13501500000000002 0.27834500000000006 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.089775000000000008 0.09253500000000002 0.062655000000000016 -0.054984999999999992 0.16175000000000003 0.13436000000000001 -0.56176499999999996 0.086920000000000011 -0.077474999999999988 0.089770000000000016 0.09678500000000001 0.13075500000000004 0.04735000000000001 1.0000000180025095e-35 0.041865000000000006 -0.090344999999999995 -0.068604999999999985 0.11144500000000002 0.090280000000000013 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 7 6 10 18 -9 -10 12 -5 17 -2 24 -11 -12 27 -3 22 -21 -4 23 26 25 -6 -18 -1 -15 -19
right_child=1 4 21 11 14 -7 -8 8 9 15 16 -13 -14 28 -16 -17 19 29 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012504039598819025 0.0006791755060963576 0.00034483310169901478 0.0005616400247168518 0.0010368871472500943 0.00013787438280369135 0.00070473581668159925 0.00054786590902456832 0.0010071993555897981 0.00098478028587266515 0.00045481606639492247 0.0013443590977177792 0.00056755990700030476 0.0015074302222927609 0.0012015471702290917 -0.00026326646313530393 0.00010918151519183275 0.001167325984192063 0.0010119864901142874 5.6465563378116039e-05 0.00066393908119881644 0.0010799496624850076 0.00022944362367673782 0.0010430573581663124 0.0013366807021108231 0.00032545874499734126 -0.00018283237283136332 0.0010583147388316836 0.0010294665892918904 0.00099894347830498434 0.0011760587246895506
leaf_weight=892 24 48 61 34 45 48 22 30 30 165 43 61 59 64 21 22 366 52 49 22 48 24 192 49 25 20 164 28 63 350
leaf_count=892 24 48 61 34 45 48 22 30 30 165 43 61 59 64 21 22 366 52 49 22 48 24 192 49 25 20 164 28 63 350
internal_value=0 0.000517482 0.000830082 0.00115389 0.000355342 0.00117091 0.00118069 0.000455014 0.00055549 0.000493042 0.00118684 0.00073553 0.00122909 0.00103399 4.64466e-05 0.000414153 0.00112084 0.00121666 0.000199163 0.00110941 0.000949203 0.000467843 0.00112395 0.00115078 0.000118713 3.91954e-05 0.00113359 0.00124368 0.00110104 0.00115484
internal_weight=0 691 236 2430 455 2335 2287 344 247 217 2265 95 1381 151 111 187 884 1322 97 841 70 85 771 579 90 65 530 920 127 402
internal_count=3121 691 236 2430 455 2335 2287 344 247 217 2265 95 1381 151 111 187 884 1322 97 841 70 85 771 579 90 65 530 920 127 402
is_linear=0
shrinkage=0.00196078


Tree=4021
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 2 14 4 4 1 2 151 52 1 49 40 50 1 1 0 43 12 12 4 16 160
split_gain=61.3501 9.89706 5.33026 4.76835 3.78954 2.88199 2.01219 1.74132 1.74025 1.6088 1.51469 1.44666 0.910891 1.4938 0.843117 0.790965 0.749352 0.725049 0.683556 0.669328 0.634584 0.574919 0.489775 0.74323 0.458156 0.546605 0.427193 0.526379 0.397586 0.692345
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089775000000000008 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 0.062655000000000016 -0.35136499999999998 -0.013514999999999998 0.086455000000000018 -0.090999999999999984 -0.024429999999999997 -0.52606999999999993 0.13075500000000004 -0.054984999999999992 -0.078554999999999986 0.041865000000000006 0.11669000000000002 0.085345000000000018 -0.12333499999999999 0.064745000000000011 0.092855000000000007 0.091715000000000005 0.04735000000000001 0.0057500000000000008 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 10 19 -4 12 -8 14 -11 24 26 -1 -15 -2 -5 -18 -3 -6 -13 28 -24 -7 -26 27 -14 -16 -30
right_child=1 4 7 17 20 8 9 -9 -10 11 -12 21 13 15 22 -17 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0011667079186322643 0.0015766265822582694 0.00070723680063180204 0.001404812316718536 0.00091033409772023474 0.00027637585112986161 0.0015413680336603276 0.0012946147515493281 0.00085104631368706693 0.0010444578567242746 0.0013126363941267426 0.0018873193724363814 0.00084311378283765043 0.0016230337395751813 0.00076383481423060093 0.0016136198919966438 0.0012824984169024327 0.00097550773617949293 0.00050803187247700496 0.001365773596015631 0.0003810464442836143 0.00062643370140192192 0.00062550989970068906 0.0011975393887626101 0.0015392827810955024 0.001115507770615253 0.0014802690798870657 0.0013678987694432428 0.0014078134779697759 0.0011642388867285627 0.0015708491081251749
leaf_weight=20 49 46 34 61 85 409 30 61 41 20 59 121 77 20 779 26 22 24 80 51 26 76 26 415 22 56 194 101 21 69
leaf_count=20 49 46 34 61 85 409 30 61 41 20 59 121 77 20 779 26 22 24 80 51 26 76 26 415 22 56 194 101 21 69
internal_value=0 0.000842392 0.00150452 0.00116822 0.000673389 0.00152304 0.000775038 0.00104924 0.00143957 0.000869015 0.00157989 0.000810176 0.00145747 0.00139033 0.00156626 0.00105699 0.00137734 0.000796743 0.0012816 0.000535735 0.000358371 0.000759165 0.00157236 0.00151913 0.0015151 0.00137739 0.00143155 0.00150091 0.00159936 0.00147597
internal_weight=0 691 2430 236 455 2335 344 95 946 247 1389 217 905 418 1330 46 151 85 102 97 111 197 1310 441 487 78 372 178 869 90
internal_count=3121 691 2430 236 455 2335 344 95 946 247 1389 217 905 418 1330 46 151 85 102 97 111 197 1310 441 487 78 372 178 869 90
is_linear=0
shrinkage=0.00196078


Tree=4022
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 1 2 4 2 0 49 4 1 3 123 150 4 0 3 47 15 10 12 3 157 4 160
split_gain=63.8096 9.6993 6.67486 5.13596 3.46884 3.37464 1.81634 1.64047 1.61423 1.4764 1.41848 1.32992 1.10789 1.51869 1.26122 1.06917 1.01071 0.861937 0.812695 0.650167 0.839146 0.54416 0.528598 0.528571 0.512252 0.471214 0.402406 0.398921 0.395356 0.379757
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088105000000000003 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.13501500000000002 0.42051500000000003 0.11474000000000002 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.083345000000000016 0.30112000000000005 0.088205000000000019 1.0000000180025095e-35 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.090100000000000013 -0.040439999999999997 -0.38124499999999995 0.096990000000000007 1.0000000180025095e-35 -0.23976499999999998 -0.036839999999999991 -0.061284999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 5 4 6 22 12 10 -5 18 16 -7 13 15 19 -1 17 23 25 -14 27 -22 26 -4 -9 -6 -3 -21 -2 -12
right_child=1 2 7 8 9 11 -8 24 -10 -11 29 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015039579937141186 0.0015909618197702895 0.00066647456326082548 0.0011933943506096006 0.0014058334935529559 0.0014917181400136332 0.0013520680244624053 0.0018491121687200295 0.00035402622812931374 0.00087569521975155995 0.0010401925111639928 0.00061386957044611457 0.00083917194968974426 0.0019007665167887395 0.0017331459618341949 0.0013505874562665797 0.0011131897847799659 0.00045592300289499214 0.00053836098127980144 0.0010696345675795663 0.0013276305352272438 0.0012576986404777574 0.0015136413696854145 0.0010263121486002323 0.00079536024268275134 -4.1444102831769221e-05 0.001350003122587891 0.00084703895386438639 0.0016003636337587623 0.0012848014559815912 0.00037034072022664626
leaf_weight=45 50 98 29 34 202 77 79 34 63 48 35 26 23 36 104 67 30 20 26 21 35 365 32 23 20 163 92 1137 24 83
leaf_count=45 50 98 29 34 202 77 79 34 63 48 35 26 23 36 104 67 30 20 26 21 35 365 32 23 20 163 92 1137 24 83
internal_value=0 0.000821952 0.000739216 0.00150367 0.00152192 0.000929267 0.00155801 0.00051379 0.00106152 0.00136473 0.000588956 0.0012226 0.00154546 0.0013828 0.00155975 0.00127019 0.0007583 0.000884291 0.00140457 0.0015735 0.00156867 0.00149125 0.000793172 0.00101734 0.000207556 0.00142843 0.000753906 0.00159542 0.00149167 0.000442574
internal_weight=0 673 599 2448 2351 325 1912 274 97 439 220 103 1833 148 1685 112 102 72 391 1581 1558 400 222 52 54 365 190 1158 74 118
internal_count=3121 673 599 2448 2351 325 1912 274 97 439 220 103 1833 148 1685 112 102 72 391 1581 1558 400 222 52 54 365 190 1158 74 118
is_linear=0
shrinkage=0.00196078


Tree=4023
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 2 4 1 49 1 40 1 1 52 1 2 1 4 133 12 16 11 48 49 2
split_gain=58.8423 9.19302 5.02493 4.38188 3.48734 3.03567 2.43246 2.04683 1.80379 1.60272 1.56979 1.63825 1.47214 0.817415 0.593618 0.58573 0.583724 0.579392 0.572168 0.656115 0.57948 0.514898 0.417949 0.359991 0.35891 0.343123 0.328922 0.313674 0.273706 0.256875
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.27834500000000006 0.089775000000000008 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 -0.054984999999999992 0.16175000000000003 -0.077714999999999992 0.091195000000000012 0.13436000000000001 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.13075500000000004 0.038415000000000012 -1.0000000180025095e-35 0.096990000000000007 -0.10850999999999998 0.084680000000000019 0.091545000000000015 -0.053364999999999996 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 15 8 9 16 -8 -12 -4 -2 -6 -3 -1 -13 -11 22 -21 23 24 -5 27 -24 -15 -20 -14 -9
right_child=1 4 12 21 14 -7 10 29 -10 18 11 17 28 26 -16 -17 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015582379066829046 0.0010089459110757494 0.00065499758433347 0.0013596631956072965 0.00067941122016007885 0.00043050863153112483 0.0010047531242366708 0.0012846865957858516 0.0018928206072134129 0.00093290872818752198 0.0016516912570567204 0.0012315102671486102 0.00077777131694959463 0.00096753869386177163 0.0013383197578256628 6.4396531513286019e-05 0.00035011650935984129 0.0014467969072810877 0.00043901803068245582 0.0015260575905234664 0.000979408987647737 0.0013700028771863263 0.00054094220733793543 0.0014331524294987253 0.00099309860925808689 0.0013990148017012565 0.0012688762244965255 0.0015562369696742117 0.0013581885103793707 0.00070310562724597921 0.0016719152882368644
leaf_weight=1106 24 47 34 22 90 48 30 50 22 43 30 165 34 89 21 50 216 22 297 23 40 24 107 39 209 90 38 50 27 34
leaf_count=1106 24 47 34 22 90 48 30 50 22 43 30 165 34 89 21 50 216 22 297 23 40 24 107 39 209 90 38 50 27 34
internal_value=0 0.000826321 0.00147478 0.00114035 0.00066344 0.00149276 0.000760951 0.001503 0.00149155 0.00149718 0.000864278 0.000806157 0.00103272 0.00134081 0.000361244 0.000497842 0.00154003 0.000737918 0.00143124 0.00141963 0.00122741 0.000784241 0.00143571 0.000879965 0.00146321 0.0013581 0.00140352 0.00150187 0.000850495 0.00180341
internal_weight=0 691 2430 236 455 2335 344 2287 2203 2181 247 217 95 151 111 97 1322 187 859 816 63 85 753 61 556 197 127 347 61 84
internal_count=3121 691 2430 236 455 2335 344 2287 2203 2181 247 217 95 151 111 97 1322 187 859 816 63 85 753 61 556 197 127 347 61 84
is_linear=0
shrinkage=0.00196078


Tree=4024
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 2 2 1 2 16 3 2 4 52 40 47 12 0 4 3 52 16 10 4 475
split_gain=103.807 16.6082 10.2124 8.32442 5.37034 5.15236 3.36871 2.90301 2.98863 2.76189 2.49762 2.26547 1.69833 2.22323 1.4105 1.38769 1.38384 0.808496 0.740454 0.739919 0.692454 0.645633 0.777998 0.628664 0.626493 0.589436 0.594534 0.578455 0.56915 0.56341
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.09253500000000002 0.13501500000000002 0.10672500000000001 0.089770000000000016 0.090425000000000019 -0.50992999999999988 0.30112000000000005 -0.0091949999999999983 0.033845000000000007 -0.56176499999999996 -1.0000000180025095e-35 0.10648500000000001 0.088245000000000004 -0.11173999999999999 -0.0016099999999999997 -0.010424999999999999 0.039215000000000007 0.19444000000000003 -0.38124499999999995 -0.036839999999999991 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 6 12 8 15 -5 14 -6 17 16 -7 19 -14 21 -16 -4 -3 22 23 -1 -10 29 -27 -9 -2 -20
right_child=1 2 7 9 11 10 -8 27 24 -11 -12 -13 13 -15 18 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015138251773915649 0.0019946880247078687 0.00090697198536922687 0.00084935099807979472 0.0017409771233968944 0.0016712217042115054 0.0012586694283812654 0.0023274047778855905 0.00034931808385961488 0.00070292709325564735 0.0010475367771440158 0.0012706232433712559 0.0010151838633317906 0.0013597709449914815 0.0011880807534101572 0.0020368783399949669 0.00054493711916015961 0.0018609443472309666 0.0017686609654262513 0.0018952298187092757 0.0012683621691807433 0.0012594472361253757 0.0018947638800118887 0.0019957924859914759 0.0019783727984691089 0.00041637253227638278 0.0018746179857236497 0.0015214597901988542 -7.0931150431872582e-05 0.0016100273023243823 0.0016252072610502424
leaf_weight=24 50 200 26 34 73 22 76 34 44 63 48 28 23 23 36 22 268 106 36 43 24 556 777 21 88 144 21 20 21 170
leaf_count=24 50 200 26 34 73 22 76 34 44 63 48 28 23 23 36 22 268 106 36 43 24 556 777 21 88 144 21 20 21 170
internal_value=0 0.000983996 0.000878214 0.00185351 0.00111399 0.00187674 0.00192305 0.000601585 0.000700363 0.0012906 0.0016948 0.00148935 0.00190596 0.00177495 0.00174226 0.000973751 0.00182133 0.00193368 0.0017684 0.00111047 0.000944737 0.00194637 0.00198128 0.00173061 0.000511891 0.00174234 0.00182967 0.00019367 0.00188092 0.0016724
internal_weight=0 673 602 2448 325 2351 1874 277 223 97 477 101 1798 314 429 91 291 1484 407 69 224 1378 822 45 132 371 165 54 71 206
internal_count=3121 673 602 2448 325 2351 1874 277 223 97 477 101 1798 314 429 91 291 1484 407 69 224 1378 822 45 132 371 165 54 71 206
is_linear=0
shrinkage=0.00196078


Tree=4025
num_leaves=31
num_cat=0
split_feature=1 3 4 1 2 46 4 10 2 133 15 13 2 124 159 483 42 52 1 1 1 15 14 51 51 48 16 1443 2 11
split_gain=4.33001 0.885643 0.438127 0.43448 0.363475 0.35076 0.33312 0.215997 0.187027 0.211889 0.176686 0.170813 0.169283 0.161291 0.161229 0.18921 0.156842 0.153972 0.242739 0.203185 0.15918 0.147178 0.139012 0.172337 0.256239 0.176776 0.132401 0.12173 0.116975 0.115165
threshold=0.10337500000000001 -0.065229999999999996 0.40124500000000002 0.14262000000000002 0.092235000000000025 0.081930000000000017 0.41257000000000005 -0.062879999999999978 0.13712500000000002 0.089200000000000015 -0.43375999999999998 -0.059629999999999996 0.13404500000000005 -0.076779999999999987 0.0089800000000000019 -0.06916499999999999 -1.0000000180025095e-35 -0.56368999999999991 0.089770000000000016 1.0000000180025095e-35 0.097115000000000021 0.013270000000000002 0.062655000000000016 0.0038750000000000004 0.086310000000000012 0.089670000000000014 0.13751500000000003 0.087645000000000015 0.11474000000000002 0.084110000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 5 22 8 28 -5 9 16 -8 -11 13 -6 17 -16 -3 -15 19 -19 -20 -18 23 27 -25 -26 -14 -1 29 -2
right_child=1 3 -4 7 12 -7 10 -9 -10 11 -12 -13 26 14 15 -17 21 18 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.020050684288257931 0.016655369703115409 0.017929840577697313 0.0049395104658535938 -0.0072530592791736131 0.012473774431014641 0.022077805586159231 0.013403305743594426 0.0041726755409632835 0.0038738241906172903 0.0092873531859368093 0.0027641112325471587 -0.003321441990279016 0.0067780669590529925 0.025699422855607491 0.013680487069422785 0.023917188340177142 0.0088321877653629241 0.017441857310196894 0.0047894120293979848 0.027269423710690306 0.015492754610198917 0.016483215027456654 0.024517052437250431 0.0072596591936113942 0.019824185354921683 0.010483169115226095 0.017318736215714704 0.027094321280717849 0.011535392011162536 0.022767232841050086
leaf_weight=1322 103 27 22 21 54 20 37 78 71 22 27 21 26 22 23 84 189 481 24 22 33 29 65 24 130 24 22 25 29 44
leaf_count=1322 103 27 22 21 54 20 37 78 71 22 27 21 26 22 23 84 189 481 24 22 33 29 65 24 130 24 22 25 29 44
internal_value=0 0.0101366 0.0189868 0.00764796 0.0191166 0.00918884 0.0150931 0.00174903 0.0084708 0.00960408 0.0089149 0.00312957 0.0173648 0.0177367 0.0181491 0.0217168 0.0107404 0.0174932 0.0171708 0.0178717 0.0109861 0.00984998 0.019988 0.019795 0.0168706 0.0183684 0.0116092 0.0201814 0.0173397 0.0184848
internal_weight=0 718 2403 478 2381 379 240 99 359 288 64 43 791 743 689 107 245 582 560 503 57 218 1590 1525 178 154 48 1347 176 147
internal_count=3121 718 2403 478 2381 379 240 99 359 288 64 43 791 743 689 107 245 582 560 503 57 218 1590 1525 178 154 48 1347 176 147
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 4 1 14 2 4 52 1 1 2 12 15 1 47 14 1 0 4 11 4 43 4
split_gain=50.959 8.19607 5.14403 4.22631 2.63527 2.59695 1.76658 1.54192 1.53695 1.28569 1.23794 1.06004 1.05858 0.981755 0.619693 0.55316 0.546192 0.739493 0.466105 0.375846 0.378777 0.368038 0.384391 0.351011 0.37525 0.401278 0.374159 0.341736 0.340667 0.336026
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089775000000000008 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.086920000000000011 0.089770000000000016 0.09678500000000001 0.082480000000000012 -0.41942499999999994 0.14754500000000001 0.090100000000000013 -0.23083499999999998 1.0000000180025095e-35 -0.038659999999999993 -0.46376499999999993 1.0000000180025095e-35 -0.036839999999999991 -0.080324999999999994 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 21 6 8 12 11 -6 -5 15 13 -4 -10 -1 23 -18 -17 -14 -21 22 -3 24 29 -26 -25 -2 -12 -16
right_child=1 2 7 10 9 -7 -8 -9 14 -11 28 -13 19 -15 16 18 17 -19 -20 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0012819583760058382 0.0012799771972093566 0.00072402956104763766 0.00063438049469343556 0.0011355528336654858 0.001076875950708772 0.00075984418478161338 0.00066773508253728108 0.00069068858037723961 0.0013918073520886535 0.00060121637217083138 0.00073582197710075968 0.001524069600473333 0.00026164505113494667 0.00026861007116063258 0.0012014787972147603 0.0010215516921363175 0.00068695441273550727 0.0011210784205734682 0.0012205040406028764 0.00014216854347475074 -0.00016841568064357562 0.00075415578857285595 0.00049244137100321636 0.0011671168307045927 0.0011500722801714551 0.00082212457170662196 0.0015007544795866885 0.00098594748784625345 0.00043028181437037742 0.0011099438236004452
leaf_weight=920 55 33 39 28 74 48 22 37 43 31 47 59 37 102 416 52 22 48 350 36 26 33 167 28 32 26 24 21 20 245
leaf_count=920 55 33 39 28 74 48 22 37 43 31 47 59 37 102 416 52 22 48 350 36 26 33 167 28 32 26 24 21 20 245
internal_value=0 0.000591263 0.000516194 0.00119472 0.000678534 0.00121121 0.00122069 0.000318104 0.00122606 0.000936443 0.000789313 0.00126692 0.000260663 0.000369781 0.00116222 0.00125545 0.00115048 0.000984639 0.00119477 0.000105254 1.19235e-05 0.000562308 0.000530653 0.00116553 0.00115428 0.00100306 0.0013211 0.00119873 0.000644616 0.00116755
internal_weight=0 691 615 2430 338 2335 2287 277 2265 105 95 1381 240 141 884 1322 841 70 402 99 62 233 200 771 719 58 52 76 67 661
internal_count=3121 691 615 2430 338 2335 2287 277 2265 105 95 1381 240 141 884 1322 841 70 402 99 62 233 200 771 719 58 52 76 67 661
is_linear=0
shrinkage=0.00196078


Tree=4027
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 47 50 48 48 52 2 3 14 2 3 123 13 4 1 15 43 12 376 133 2 0 0 133 0 13
split_gain=3.84906 0.79254 0.462321 0.377621 0.323039 0.286924 0.307651 0.265289 0.200166 0.172389 0.169088 0.184602 0.176614 0.148854 0.14147 0.138783 0.137454 0.196715 0.211763 0.178143 0.162558 0.137638 0.132982 0.131911 0.132919 0.135905 0.123066 0.120195 0.134855 0.118203
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092120000000000021 0.078345000000000012 0.10616500000000001 -0.081134999999999999 0.11280000000000003 0.048770000000000008 0.13754500000000003 0.099930000000000005 -0.46825999999999995 0.14122000000000004 -0.0087149999999999988 0.084025000000000016 -0.07743499999999999 -0.012164999999999999 0.089770000000000016 -0.12255999999999999 0.055925000000000009 0.087215000000000015 0.085090000000000013 0.11667000000000001 0.10060500000000001 -0.074229999999999977 -0.046359999999999991 -0.14757499999999998 -0.082284999999999983 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 27 6 7 -3 -7 -4 11 12 -9 15 -14 16 21 20 19 -19 -18 -6 -16 24 -21 -26 -23 28 -1 -13
right_child=1 2 9 -5 13 8 -8 10 -10 -11 -12 29 14 -15 22 -17 17 18 -20 23 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.023001913068246498 0.018342438966760206 0.018483596229925753 -0.00068840046339006962 0.0048110183635303241 0.024852380563638043 0.016424776211874013 0.017666925776058866 0.015324696972966196 0.0088050454529805169 0.0080113910563180558 0.002250713742271598 0.0063821835536509754 0.0071401267415482101 0.010461984710163075 -0.0028498142449693248 0.010991433605824302 0.019069328453682047 0.022720110930502416 0.0040314213745296004 0.011495679295039737 0.013205652129836383 0.018991366694650711 0.0073296957947604829 0.0082041755345250884 0.023836117535829544 0.014968730417811977 0.010989158765666864 0.018515212861270235 0.015790097754109989 0.01579771973192692
leaf_weight=121 90 20 69 22 35 85 31 20 58 34 70 20 139 41 33 41 223 25 20 60 60 152 21 35 25 56 22 1420 33 40
leaf_count=121 90 20 69 22 35 85 31 20 58 34 70 20 139 41 33 41 223 25 20 60 60 152 21 35 25 56 22 1420 33 40
internal_value=0 0.0095559 0.00832029 0.017852 0.0179731 0.00949739 0.00810482 0.00728822 0.0133343 0.00218338 0.00663543 0.00775972 0.00637958 0.01633 0.00545263 0.0166491 0.0169744 0.0160803 0.0138447 0.0148211 0.0178261 0.0191305 0.00110888 0.0136991 0.0150631 0.0177056 0.0179796 0.018803 0.0214565 0.0126592
internal_weight=0 730 640 2391 2369 537 394 363 143 103 343 273 213 795 193 754 713 504 221 201 283 209 54 176 141 81 174 1574 154 60
internal_count=3121 730 640 2391 2369 537 394 363 143 103 343 273 213 795 193 754 713 504 221 201 283 209 54 176 141 81 174 1574 154 60
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=31
num_cat=0
split_feature=1 3 1 4 46 2 4 10 2 2 2 4 15 12 12 150 2 39 13 52 13 14 51 51 48 475 157 49 49 43
split_gain=3.11774 0.663682 0.355459 0.305873 0.284617 0.261662 0.24689 0.170874 0.14291 0.178082 0.347161 0.176817 0.138106 0.121869 0.156013 0.154531 0.183053 0.16688 0.139513 0.129468 0.128121 0.117599 0.130448 0.215918 0.155648 0.116537 0.200413 0.136035 0.137432 0.320439
threshold=0.10312500000000001 -0.065229999999999996 0.14262000000000002 0.40124500000000002 0.081930000000000017 0.092120000000000021 0.41257000000000005 -0.062879999999999978 0.13712500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.033174999999999989 -0.43375999999999998 0.080890000000000017 0.087765000000000024 0.083555000000000004 0.11362000000000001 0.091820000000000013 0.073000000000000023 0.048520000000000008 -0.085034999999999986 0.062655000000000016 0.0038750000000000004 0.086310000000000012 0.089670000000000014 -0.088274999999999978 -0.0062799999999999991 0.11560500000000001 0.085970000000000005 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 5 8 21 -2 -4 9 -3 -11 -12 -8 15 20 16 17 18 19 -7 -15 22 25 -24 -25 26 -1 28 -27 -30
right_child=1 2 7 -5 -6 13 12 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.0064795910622234693 0.014752474771602365 0.0041689387148959034 -0.0068899835692718629 0.0043299165300347588 0.019448669080156834 0.012257032118356496 0.011489333519460382 0.0032724611673098157 0.0031694501244895895 0.019649244981507462 0.015873515659011902 0.0068303962222489648 0.0020831633454050729 0.027001072745770217 0.014919297647150479 0.0052774934662291068 0.0064544685698788747 0.0081431634115198478 0.024606294934637847 0.020720144577457439 0.016262857295572759 0.021087433346188986 0.0053569754168468842 0.016993601342290641 0.0082012614235281948 0.017087274747053266 0.019038757557670274 0.010370087477245502 0.028226227374551327 0.016979499604847088
leaf_weight=27 180 81 21 22 20 51 37 78 71 30 25 160 27 20 570 26 29 26 20 28 25 65 24 125 24 1143 24 28 38 76
leaf_count=27 180 81 21 22 20 51 37 78 71 30 25 160 27 20 570 26 29 26 20 28 25 65 24 125 24 1143 24 28 38 76
internal_value=0 0.00860031 0.00646385 0.0160668 0.0078317 0.0161758 0.0128557 0.00111679 0.00719862 0.00816508 0.0096706 0.00805244 0.00752111 0.014697 0.0153668 0.0124084 0.0136123 0.015273 0.0171454 0.0152566 0.0210354 0.0169227 0.0167433 0.0141595 0.0155774 0.0170779 0.0123898 0.0172639 0.0174175 0.0207284
internal_weight=0 730 486 2391 387 2369 244 99 367 296 215 185 64 795 615 180 154 125 99 79 45 1574 1509 173 149 1336 51 1285 1257 114
internal_count=3121 730 486 2391 387 2369 244 99 367 296 215 185 64 795 615 180 154 125 99 79 45 1574 1509 173 149 1336 51 1285 1257 114
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 47 50 48 11 12 160 0 132 2 2 4 160 1 48 0 51 48 124 0 16 124 12 151 3 15
split_gain=2.52537 0.545374 0.32411 0.247757 0.220804 0.194457 0.232083 0.210789 0.174656 0.305216 0.162878 0.182319 0.161645 0.205381 0.148191 0.13921 0.136882 0.128743 0.127145 0.116992 0.117042 0.147421 0.337224 0.116378 0.260833 0.127248 0.152445 0.111726 0.109673 0.107149
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.10005000000000001 0.078345000000000012 0.10616500000000001 -0.081134999999999999 1.0000000180025095e-35 0.09320500000000001 0.05259500000000001 -0.061629999999999997 0.10365500000000001 0.15950500000000004 -0.0091949999999999983 0.40473500000000007 -0.076689999999999994 0.092390000000000014 0.078735000000000013 -0.17169499999999996 -0.20636999999999997 0.085130000000000025 -0.076164999999999983 -0.026509999999999995 0.15273500000000004 -1.0000000180025095e-35 0.11734000000000001 -0.0062849999999999989 -0.16726499999999997 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 6 7 -3 14 18 11 15 13 -4 17 -7 -9 -1 -10 -18 -21 22 -22 25 -25 -6 27 -27 -26 -24
right_child=1 2 12 -5 23 10 -8 16 9 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 20 21 -23 29 24 28 26 -28 -29 -30 -31
leaf_value=0.014464781040026407 0.015029051933541065 0.01582455589901656 0.0026348429395903965 0.0038969249760901388 0.0074652835754959873 0.013384221172090259 0.014859572417222924 0.0086380950536244037 0.019408141847981036 0.0084827212439406493 0.019229058376513425 0.0014707904216661322 0.0079051261936346519 -0.0087478982912295548 0.014937499665551295 0.0045182529874854601 0.00904487097170204 0.0033917396163035719 0.028311521721922833 0.01006173975554041 -0.0099130699240889131 0.0057846462084470618 0.0087382828370512772 0.0020808379340451211 0.017830975860955993 0.022085251435637474 0.0086059268760598374 0.014316716240896624 0.0092611436266452074 0.00093570615933982271
leaf_weight=21 90 20 51 22 33 77 31 89 53 21 20 23 29 23 1791 23 40 21 23 22 26 76 24 32 28 20 45 249 32 66
leaf_count=21 90 20 51 22 33 77 31 89 53 21 20 23 29 23 1791 23 40 21 23 22 26 76 24 32 28 20 45 249 32 66
internal_value=0 0.00774028 0.00671529 0.0144601 0.0145582 0.00770086 0.00655444 0.00584519 0.0150186 0.019154 0.0108595 0.00949864 0.00157693 -0.000903036 0.0147998 0.011345 0.0052633 0.00892826 0.0221026 0.00408079 0.00315293 0.0023613 0.00011841 0.0125339 0.00937186 0.0133723 0.0139931 0.0148943 0.0132604 0.00301639
internal_weight=0 730 640 2391 2369 537 394 363 1930 97 143 123 103 74 1833 100 343 42 76 254 214 192 116 439 92 347 314 269 60 90
internal_count=3121 730 640 2391 2369 537 394 363 1930 97 143 123 103 74 1833 100 343 42 76 254 214 192 116 439 92 347 314 269 60 90
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=31
num_cat=0
split_feature=1 3 1 46 15 41 1 49 15 4 4 12 2 16 15 0 2 51 0 150 1 1447 1453 2 48 42 3 159 160 160
split_gain=2.04597 0.457277 0.252045 0.222529 0.214703 0.276585 0.186482 0.288803 0.206123 0.367268 0.306576 0.242554 0.199613 0.179061 0.163489 0.187008 0.16118 0.157607 0.154774 0.141537 0.161171 0.134896 0.163054 0.127578 0.125701 0.137353 0.11971 0.116467 0.11583 0.150655
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.040760000000000005 0.075585000000000013 0.08864000000000001 -0.014169999999999999 -0.0063699999999999989 -0.17966999999999997 -0.012889999999999999 0.09202500000000001 0.099185000000000009 -0.25582999999999995 -0.066844999999999988 -0.06563999999999999 0.10855000000000002 -0.21717499999999998 1.0000000180025095e-35 0.082565000000000013 0.11910500000000002 -0.086059999999999984 -0.065549999999999983 0.10060500000000001 0.086035000000000014 0.081660000000000024 -0.24190499999999995 0.04105000000000001 0.11205000000000002 0.050340000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 3 -3 6 21 8 24 11 12 -11 28 -10 19 17 23 27 -13 -4 20 -2 -6 -23 -16 25 -8 -15 -9 29 -1
right_child=1 2 18 -5 5 -7 7 16 9 10 -12 14 -14 26 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014054909080108478 0.0083392955782597492 0.0057289720465317452 0.0028710800278931858 0.016567003871314229 0.019402731927111744 0.021977830378870883 -0.0044773865025490526 0.012031319441023069 0.016952598748392746 -0.0029507155921733516 0.010224258144903854 0.01815285581904344 0.0067538805172911711 0.018919793074019253 0.0060243595748518909 0.00012883510476408095 0.0043746295587524129 0.010981134534406418 -0.0063552871307668585 0.013039238766456643 -0.0025654886970701424 0.0053378932915317517 0.013678146251048122 0.015696843482553961 0.0090249082974187336 0.0062947648416819242 0.011259401158039349 0.018943716833988825 0.009575582506262106 0.018159061771677396
leaf_weight=429 33 359 75 20 40 42 20 130 61 33 38 39 28 24 30 26 23 143 24 24 23 24 1006 25 50 29 136 30 44 113
leaf_count=429 33 359 75 20 40 42 20 130 61 33 38 39 28 24 30 26 23 143 24 24 23 24 1006 25 50 29 136 30 44 113
internal_value=0 0.0069155 0.00512729 0.0063009 0.0129991 0.0140175 0.0121218 0.00984839 0.0127572 0.00946478 0.00410068 0.0133776 0.013744 0.010477 0.0108546 0.0071173 0.0122022 0.0125179 0.000634385 0.00661415 0.00386054 0.0137051 0.0134838 0.0104209 0.00549743 0.00189797 0.0124085 0.0133274 0.01451 0.0149106
internal_weight=0 718 478 379 2403 1112 1291 282 1009 160 71 849 89 240 263 81 183 182 99 80 56 1070 1030 55 99 49 160 160 586 542
internal_count=3121 718 478 379 2403 1112 1291 282 1009 160 71 849 89 240 263 81 183 182 99 80 56 1070 1030 55 99 49 160 160 586 542
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 14 4 0 1 1 4 0 14 474 52 48 1447 3 160 457 3 3 47 150 39 0 4
split_gain=29.4651 4.8922 2.66087 2.48842 1.52761 1.32488 1.19351 1.09621 1.08179 1.09623 1.22062 0.879767 0.634192 0.61322 0.603391 0.539164 0.353183 0.347888 0.509132 0.450159 0.519627 0.545032 0.329804 0.512597 0.877329 0.352865 0.317565 0.312811 0.310172 0.303906
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.40124500000000002 0.14285500000000004 0.062655000000000016 0.0052350000000000009 -0.11173999999999999 0.09253500000000002 0.16175000000000003 0.27834500000000006 -0.079119999999999982 -1.0000000180025095e-35 0.079590000000000008 -0.56176499999999996 0.093265000000000015 -0.037349999999999994 -0.097174999999999984 -0.081069999999999989 0.094310000000000019 0.0068900000000000012 0.11658 0.078345000000000012 0.097210000000000005 0.087690000000000004 -0.15599999999999997 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 8 7 29 27 9 10 28 -5 26 15 -12 -11 -17 -16 19 -19 21 -21 23 25 -25 -2 -7 -3 -1 -4
right_child=1 5 6 11 -6 12 -8 -9 -10 13 14 -13 -14 -15 17 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00091872129502684567 0.00050723052277094449 0.00081447520019376971 0.0011317416694054596 0.00099983290514576799 0.00072464369225248783 0.00030963254011665269 0.0006077413615726289 0.00031563470191839669 0.0012964830088170887 0.0012967740398606442 0.0011254627850766558 0.00060621832932394371 7.792621997057222e-06 0.00065466817294093063 0.0012240524542268985 0.00099205721933495164 0.00075786013559275291 0.0012811423780645171 0.0008043638278000839 0.00062192999684781427 0.0010687773314762602 0.00098337638727315994 0.00041690330319448237 0.0010365987055692351 0.00060462181437409687 0.00077584978043778981 0.00057517222402726895 0.00055050961021073049 0.00062799951710314759 0.00093871400168927903
leaf_weight=43 103 45 52 34 48 129 35 42 84 21 1153 61 25 22 41 298 27 31 34 20 411 81 31 28 51 23 20 28 21 79
leaf_count=43 103 45 52 34 48 129 35 42 84 21 1153 61 25 22 41 298 27 31 34 20 411 81 31 28 51 23 20 28 21 79
internal_value=0 0.000599301 0.000739188 0.00105817 0.00107083 0.000404717 0.000929397 0.00056802 0.00107809 0.00106976 0.00108935 0.000747091 0.000296787 0.000972093 0.00109897 0.000992276 0.000972601 0.00104953 0.00103713 0.0010517 0.00103781 0.000911803 0.000605397 0.000633901 0.000757728 0.000556264 0.000345275 0.000713228 0.000823328 0.00101534
internal_weight=0 691 402 2430 2335 289 166 115 2287 2203 1835 95 174 368 1771 346 325 618 577 543 512 101 236 205 79 126 149 73 64 131
internal_count=3121 691 402 2430 2335 289 166 115 2287 2203 1835 95 174 368 1771 346 325 618 577 543 512 101 236 205 79 126 149 73 64 131
is_linear=0
shrinkage=0.00196078


Tree=4032
num_leaves=31
num_cat=0
split_feature=1 3 0 15 41 402 393 12 12 4 1210 475 1429 3 0 3 52 160 43 40 147 39 12 13 43 0 12 15 52 16
split_gain=1.84352 0.407243 0.231812 0.185112 0.234042 0.167594 0.167264 0.164939 0.301193 0.159973 0.135035 0.156958 0.175955 0.155058 0.191052 0.1628 0.262491 0.133471 0.131539 0.123947 0.123501 0.13974 0.17628 0.153043 0.221214 0.123209 0.12031 0.119149 0.193556 0.165958
threshold=0.10337500000000001 -0.065229999999999996 0.089620000000000019 0.040760000000000005 0.075585000000000013 0.086055000000000006 0.086030000000000009 0.10589000000000003 0.11903500000000002 0.40124500000000002 -0.0084249999999999985 -0.084169999999999981 -0.069929999999999978 0.090900000000000009 -0.15931499999999996 -0.14989499999999997 0.0031350000000000002 -0.088244999999999976 -0.072864999999999985 -0.083394999999999983 0.10479500000000001 0.096625000000000016 -0.10022999999999999 -0.28558999999999996 -0.064334999999999989 -0.26343999999999995 0.095935000000000006 0.087685000000000013 -0.010034999999999999 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 20 6 27 7 9 18 -9 10 -1 -12 17 14 -14 16 -16 -13 -2 -17 21 23 -23 -3 -25 -26 -21 28 -5 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 12 13 -15 15 19 -18 -19 -20 26 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0056042289756464241 0.009685019578464564 0.0034411850449426306 -0.0053111210376733829 0.02195719631854445 0.020692519406743704 0.0014769138014387518 0.0033394093159586193 0.0015043912381615216 0.016472970028407873 0.0033134274502200165 0.014718678685122156 0.023097586225379597 0.020460367458872499 0.0070887390871957681 0.012124199254645243 0.0061696741411364393 -0.0029908415814861658 0.013157600962689945 0.015456190275607441 0.012700724992713573 -0.002250212151557207 0.00905199738840262 -3.5449945229432871e-05 0.0048827797163341364 0.0048874654099423567 0.012614612691570075 0.0097380268308360218 0.012307415524939002 0.0074017357262265359 0.014578442188534971
leaf_weight=33 80 97 21 32 42 21 24 41 20 22 191 22 24 81 27 38 20 35 78 596 20 30 74 110 26 100 178 695 36 307
leaf_count=33 80 97 21 32 42 21 24 41 20 22 191 22 24 81 27 38 20 35 78 596 20 30 74 110 26 100 178 695 36 307
internal_value=0 0.00664955 0.004962 0.0124243 0.01337 0.0100106 0.0116097 0.0108289 0.00641212 0.0117664 0.0119157 0.0120876 0.0115954 0.0112762 0.0116603 0.0114144 0.00569227 0.0169941 0.0125341 0.0117456 0.00543407 0.00578575 0.00258593 0.00678509 0.0081595 0.0110201 0.0120194 0.0130825 0.0145191 0.0138252
internal_weight=0 718 478 2403 1112 240 1291 219 61 1267 1245 1212 1021 964 883 859 47 57 158 812 457 437 104 333 236 126 774 1070 375 343
internal_count=3121 718 478 2403 1112 240 1291 219 61 1267 1245 1212 1021 964 883 859 47 57 158 812 457 437 104 333 236 126 774 1070 375 343
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 4 3 132 43 43 4 3 47 147 51 15 14 133 2 2 3 1 13 1447 159 160 157 51 484 1213 403
split_gain=1.50172 0.410481 0.268933 0.260826 0.192421 0.178054 0.18817 0.178016 0.237974 0.175405 0.142288 0.142052 0.141841 0.136525 0.134644 0.125716 0.125043 0.120733 0.188173 0.10936 0.152362 0.101911 0.196052 0.593499 0.153565 0.268007 0.282448 0.176497 0.158648 0.194409
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 0.053180000000000012 0.31370500000000007 0.10365500000000001 -0.078139999999999973 -0.11720999999999999 1.0000000180025095e-35 0.11924500000000002 0.085770000000000027 0.089365000000000014 -0.08824499999999999 -0.40580499999999992 -0.46166999999999997 0.085635000000000003 0.11870500000000002 -0.0050599999999999994 -0.0063699999999999989 0.095950000000000021 -0.085384999999999975 -0.085539999999999991 -0.085489999999999997 -0.089549999999999991 -0.087424999999999989 -0.085534999999999986 -0.074759999999999979 0.039620000000000009 -0.070544999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 21 11 14 8 -5 13 12 15 19 -10 -7 -2 -13 18 -17 20 -9 24 23 -23 27 -26 -27 -3 -28 -30
right_child=5 4 3 7 -6 6 -8 10 9 -11 -12 16 -14 -15 -16 17 -18 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.0011867576677884375 0.01029471915960312 0.024946737687569113 0.018089776068668944 0.011507554755698207 0.0089662551244329199 0.0030933315157080474 0.0069019646649914126 0.01106748502405191 -0.0013928976417942481 -0.0035382152021188164 0.0053335625072753424 0.010758829804567192 0.0032952485329587945 0.0077033988242460926 -0.0065536814902980751 0.0025103051653180349 0.001882931428207528 0.00039854730299945616 0.01405539654137101 0.012570329702344113 0.00054090156569145623 0.016617118101567029 0.011536730627669757 -0.0077447147388011216 0.0016565292688977462 0.022829690747536147 0.011152067966850155 0.014403014350682497 0.011531225095192593 0.024880692232400178
leaf_weight=28 25 20 29 49 283 23 28 44 22 29 62 65 24 66 39 48 21 96 20 186 20 20 1396 20 23 26 288 77 24 20
leaf_count=28 25 20 29 49 283 23 28 44 22 29 62 65 24 66 39 48 21 96 20 186 20 20 1396 20 23 26 288 77 24 20
internal_value=0 0.0107845 0.00836503 0.0088687 0.0114001 0.00395864 9.78673e-05 0.00833601 0.00565688 0.0032066 0.00965963 0.00522217 0.0106385 0.00542932 -0.00297495 0.00368905 0.00859146 0.00268209 0.00590592 0.0113435 0.00777793 0.0117599 0.0113389 0.0044362 0.0130247 0.0121203 0.0127925 0.016577 0.0120065 0.0175992
internal_weight=0 2756 559 531 2197 365 90 502 166 117 336 275 274 88 62 189 86 164 68 250 64 1914 1436 40 478 381 358 97 332 44
internal_count=3121 2756 559 531 2197 365 90 502 166 117 336 275 274 88 62 189 86 164 68 250 64 1914 1436 40 478 381 358 97 332 44
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 149 34 457 1 14 4 42 0 129 4 48 4 159 3 49 49 132 12 3 3 3 3 0 50 1
split_gain=1.22513 0.370396 0.238315 0.240725 0.28064 0.196176 0.179637 0.167033 0.156536 0.136799 0.133204 0.222196 0.137488 0.142382 0.123666 0.122913 0.16531 0.146759 0.119807 0.182816 0.11882 0.115959 0.169357 0.126569 0.231896 0.420493 0.166191 0.150644 0.143147 0.167946
threshold=0.27287000000000006 0.14285500000000004 -0.010834999999999999 -0.0050599999999999994 0.094095000000000012 0.07770500000000001 -0.072169999999999984 0.31508000000000008 0.12000500000000001 -0.23960999999999996 -0.073934999999999987 0.11688500000000002 -0.038659999999999993 0.102035 0.0052350000000000009 0.092475000000000016 -0.51843499999999987 -0.085489999999999997 0.090900000000000009 -0.028954999999999998 -0.046019999999999998 -0.083284999999999984 0.088105000000000003 -0.079864999999999978 -0.081054999999999974 -0.080634999999999984 -0.078934999999999991 -0.087184999999999985 0.093975000000000017 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 14 8 -1 9 20 -4 15 12 13 18 -5 16 -11 -18 -12 -20 -2 22 -19 24 27 -26 -25 -23 29 -29
right_child=5 -3 7 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 21 19 -21 -22 23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.0052033457629890607 -9.4598279718090519e-05 0.0033473441717371852 0.018515570405870676 0.020425460552391802 0.0061431276667990309 0.011461194878211246 -0.0062266622623428705 0.0018956616210440798 0.00069583568483826597 0.01801191988800253 0.010349591388788923 0.0033237784186547453 0.0017894237873233147 0.0026241036767784796 0.010606522045644193 0.0055380673944735188 0.018027149072001741 0.011068351063187477 0.010538477000469964 0.00050565896672196688 0.0066277531733343002 0.013875549043669314 0.020542606882397729 0.021256305472481821 -0.0070689178495244552 0.010389026134853832 0.011746088023967472 0.009093087827528103 0.0020336378122801364 0.013323358684774429
leaf_weight=44 34 89 20 23 119 28 20 24 174 35 1164 55 21 26 29 39 29 54 42 32 116 106 29 21 22 37 147 396 23 123
leaf_count=44 34 89 20 23 119 28 20 24 174 35 1164 55 21 26 29 39 29 54 42 32 116 106 29 21 22 37 147 396 23 123
internal_value=0 0.00969398 0.00990475 0.00686307 0.00882109 0.00343066 0.00163147 0.0101971 0.00273666 0.0102794 0.0102108 0.00954801 0.00981442 0.00994774 0.0149495 0.0110478 0.0112581 0.0110186 0.0101016 0.00619996 0.00510402 0.0108065 0.0143786 0.0104676 0.00988132 0.00387928 0.0129349 0.0104278 0.00975352 0.0100956
internal_weight=0 2769 2680 235 171 352 64 2445 324 2421 2401 1340 1285 1264 52 1061 1022 987 1238 74 150 958 83 875 707 59 168 648 542 519
internal_count=3121 2769 2680 235 171 352 64 2445 324 2421 2401 1340 1285 1264 52 1061 1022 987 1238 74 150 958 83 875 707 59 168 648 542 519
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1375 15 49 149 48 2 0 34 3 157 3 96 52 0 1 49 1444 51 50 1 484 0 51 16 16 128
split_gain=0.992355 0.31835 0.24126 0.217592 0.237981 0.187939 0.184455 0.158902 0.146616 0.144242 0.119947 0.147946 0.114154 0.106347 0.105348 0.104155 0.108172 0.125124 0.106947 0.110311 0.100252 0.123648 0.14129 0.16183 0.382112 0.252969 0.251234 0.156759 0.149892 0.133107
threshold=0.27287000000000006 0.17025000000000004 -0.072624999999999981 -0.0091949999999999983 -0.27302499999999996 -0.17952999999999997 0.14321000000000003 0.07770500000000001 -0.091869999999999993 0.25063000000000007 -0.072594999999999979 -0.085489999999999997 0.30112000000000005 -0.48214999999999997 0.12745000000000004 0.086715000000000014 -0.075329999999999994 0.034820000000000011 0.11910500000000002 -0.0060549999999999988 -0.083894999999999983 0.24916000000000002 1.0000000180025095e-35 0.077565000000000009 0.062030000000000009 -0.13027499999999997 0.035765000000000012 0.061255000000000011 -0.14322499999999996 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 -1 8 9 -6 15 -4 -12 14 -7 -10 16 -2 18 19 -18 -15 22 23 25 26 -22 29 28 -24 -25
right_child=7 -3 3 4 6 13 -8 -9 12 -11 11 -13 -14 20 -16 -17 17 -19 -20 -21 21 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.01681021253701628 -0.0033635184457082123 -0.0010386093180965294 0.0085458819843119097 -0.0023417444476349788 0.016316338690618673 0.015026001568185166 0.0019558302497237243 0.010315075609833003 0.0083844453496714835 -0.0053544484163549821 0.006338305574608967 -0.0046255331544671208 0.003612163916733017 0.002650692053746594 0.0138991949522893 -0.0037608167954853605 0.0010030996633341185 0.01097690445991854 0.0012694227478616887 0.0075934222495516795 0.020614119167439642 0.0016637579094441165 0.016887501497386079 0.0097519090152212266 -0.0040472964724076205 0.0092660774709010379 -0.00078955471740457513 0.017742916132556276 0.0098302692896720528 0.0014303671262626137
leaf_weight=34 21 33 21 22 24 32 44 28 543 22 20 32 47 23 37 21 37 24 118 81 20 21 33 227 29 1103 29 32 342 21
leaf_count=34 21 33 21 22 24 32 44 28 543 22 20 32 47 23 37 21 37 24 118 81 20 21 33 227 29 1103 29 32 342 21
internal_value=0 0.00872459 0.00884234 0.00736853 0.00789808 0.00944066 0.00822222 0.00308759 0.00864576 0.002463 0.0021673 -0.000408672 0.00835215 0.00930961 0.00873625 0.00303248 0.00354016 0.00409777 0.00339819 0.00552697 0.00921231 0.00929358 0.00938084 0.00891268 0.00687403 0.00946818 0.00801742 0.0110246 0.0104513 0.00904726
internal_weight=0 2769 2736 790 717 1946 695 352 651 324 73 52 627 1912 580 302 281 260 236 118 1880 1857 1836 1429 306 1123 277 407 375 248
internal_count=3121 2769 2736 790 717 1946 695 352 651 324 73 52 627 1912 580 302 281 260 236 118 1880 1857 1836 1429 306 1123 277 407 375 248
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=31
num_cat=0
split_feature=4 2 12 2 3 15 4 3 2 157 12 150 151 43 43 2 1452 157 48 160 475 160 0 4 4 133 42 51 402 4
split_gain=0.804922 0.258598 0.196048 0.14714 0.146346 0.222457 0.430279 0.15861 0.130008 0.128383 0.12036 0.147981 0.123085 0.126007 0.189858 0.303398 0.12773 0.117826 0.146263 0.141604 0.185596 0.344039 0.227384 0.141289 0.136045 0.160967 0.350219 0.128371 0.118867 0.163939
threshold=0.27044500000000005 0.17025000000000004 -0.010834999999999999 -0.090999999999999984 0.11296500000000002 -0.0088349999999999974 -0.15464999999999998 0.20828500000000003 0.25063000000000007 -1.0000000180025095e-35 0.086700000000000013 0.10980500000000001 0.084350000000000008 0.10366000000000002 0.016310000000000002 0.084755000000000011 0.091225000000000014 -0.090294999999999986 0.082620000000000013 -0.015149999999999999 -0.085734999999999992 -0.089744999999999978 -0.085134999999999975 -0.0024449999999999997 -0.080924999999999983 1.0000000180025095e-35 0.085730000000000015 -0.016074999999999996 -0.086719999999999978 -0.082349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 7 -7 -6 -2 -5 11 12 13 14 16 -16 17 -4 19 20 -19 -22 -23 24 25 28 -27 -26 -21 -30
right_child=8 -3 4 9 5 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 23 21 22 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.0025298311703161082 0.0033677355150669636 -0.00093474846869481343 0.013980345010720924 -0.0013993801083415748 0.013851858086177503 0.0088377453022353038 -0.010723935482515531 0.0032011350728916354 -0.0042468907466779154 0.006815862457503076 0.0078788596065003744 0.0020943234571152262 0.016389195628177661 0.017226985814049838 0.012067210040986539 -0.0044572617597877983 0.017463990761898456 0.01592484581405702 0.005535756154364491 0.0034944158736228328 0.010163169128101819 -0.0043835303172346431 0.0069448800380889552 0.016721392141000643 0.013430929826572539 0.010346263150374096 0.026850573895499108 0.005183510798106708 0.0094803207429106709 0.019225413537406852
leaf_weight=22 341 33 51 21 29 23 22 27 24 202 1555 27 26 20 20 25 20 23 103 24 99 37 34 37 25 36 20 77 97 21
leaf_count=22 341 33 51 21 29 23 22 27 24 202 1555 27 26 20 20 25 20 23 103 24 99 37 34 37 25 36 20 77 97 21
internal_value=0 0.00786438 0.00797101 0.00527249 0.00823781 0.00450966 -0.000725743 0.00871669 0.00286705 0.00604223 0.00839623 0.00937494 0.00962221 0.00939341 0.00918424 0.00288695 0.00958677 0.00935644 0.0089839 0.00965401 0.0074941 0.00635346 0.00104134 0.010891 0.0101719 0.0117003 0.0162407 0.00720494 0.00990979 0.0112146
internal_weight=0 2756 2723 245 2478 101 45 56 365 223 2377 822 795 769 749 45 704 684 633 530 193 170 71 337 300 198 56 102 142 118
internal_count=3121 2756 2723 245 2478 101 45 56 365 223 2377 822 795 769 749 45 704 684 633 530 193 170 71 337 300 198 56 102 142 118
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=31
num_cat=0
split_feature=1 2 16 1 43 13 160 3 157 16 44 41 11 11 2 1 376 42 13 10 2 10 4 133 14 51 13 131 401 131
split_gain=0.668356 0.219611 0.121242 0.155431 0.177624 0.188249 0.164166 0.136041 0.135029 0.130258 0.11835 0.125821 0.131344 0.184575 0.159338 0.112687 0.106366 0.104003 0.131617 0.0960355 0.156459 0.202765 0.11118 0.104148 0.109139 0.0957978 0.0928916 0.0832682 0.0819692 0.0915409
threshold=0.12000500000000001 0.10005000000000001 0.51222500000000004 0.081315000000000012 -0.00045499999999999995 0.038215000000000006 -0.080409999999999995 -0.10831999999999999 0.10977500000000003 -0.0087049999999999992 1.0000000180025095e-35 0.10065500000000001 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.16773500000000005 0.049360000000000008 0.11839500000000001 -0.092879999999999976 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.51164000000000009 -1.0000000180025095e-35 -0.30192499999999994 -0.047599999999999996 0.095710000000000017 0.11385000000000002 0.084905000000000022 0.023795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 5 16 -6 -3 17 -8 11 12 14 -14 -1 19 -5 18 -9 20 21 -2 -21 -22 -25 26 -4 -20 29 -16
right_child=15 2 25 4 6 -7 9 8 -10 -11 -12 -13 13 -15 28 -17 -18 -19 27 22 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0031788406734232833 0.00084116640136926439 -0.00046170805580914021 0.0089378273532381407 -0.00055800855506849651 0.013037362557066523 -0.0085328661614940283 0.0058810395737856373 0.0025669696635656782 -0.00081767667914391497 -0.00074548250164038375 0.014868895123204726 -0.00020563281751016067 0.018513190924512365 0.006909886233765504 0.0070304276639848009 -0.0044295371915011308 0.0069503592704583343 0.0032162819431314979 0.010419353358246342 -0.0070156558440066883 -0.0045603768646039749 0.010958351675071754 0.0031789093511179092 0.0081080059851369561 0.0015097150346264244 0.014180210992170664 0.0022478020171923883 0.0041078475691998994 0.0095443912026530603 0.0088408612497150076
leaf_weight=84 32 26 73 54 23 21 101 31 20 42 22 21 26 29 1352 23 29 43 162 20 22 52 23 31 131 23 29 24 200 352
leaf_count=84 32 26 73 54 23 21 101 31 20 42 22 21 26 29 1352 23 29 43 162 20 22 52 23 31 131 23 29 24 200 352
internal_value=0 0.00705854 0.00552726 0.00491461 0.00316582 -7.46369e-05 0.00519599 0.00645765 0.00710017 0.00393479 0.00757313 0.00749537 0.00757452 0.0123951 0.00744116 0.00232475 0.0020654 0.00770923 0.00859954 0.00282426 0.00352815 0.00710419 -0.00156275 0.00189561 0.00277235 0.00835034 0.00703576 0.00960497 0.0076292 0.00740441
internal_weight=0 2787 701 576 270 104 166 306 280 143 2086 2064 2043 55 1988 334 83 260 217 311 268 84 43 184 162 125 102 186 1904 1704
internal_count=3121 2787 701 576 270 104 166 306 280 143 2086 2064 2043 55 1988 334 83 260 217 311 268 84 43 184 162 125 102 186 1904 1704
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=31
num_cat=0
split_feature=1 2 48 123 0 1429 50 1210 11 2 3 11 3 14 0 12 16 3 13 160 16 1429 1455 1456 12 1443 4 50 15 34
split_gain=0.541368 0.178016 0.132133 0.110861 0.0996027 0.142815 0.122976 0.174686 0.130762 0.137768 0.127388 0.118544 0.210225 0.113721 0.111037 0.124832 0.116326 0.133344 0.10469 0.0941437 0.124024 0.0936898 0.0977704 0.113632 0.172852 0.116909 0.127782 0.118493 0.139082 0.0936873
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.076579999999999995 0.086825000000000013 0.089465000000000017 -0.080364999999999978 0.079300000000000009 -0.0091949999999999983 -0.078084999999999988 1.0000000180025095e-35 -0.14989499999999997 0.080160000000000023 -0.067094999999999988 0.096210000000000004 0.19444000000000003 -0.086554999999999979 -0.0093149999999999986 -0.0080249999999999991 0.40020000000000006 0.087865000000000013 -0.23681499999999997 -0.14739999999999998 0.084100000000000022 0.060940000000000001 -0.020529999999999996 0.11669000000000002 -0.079249999999999987 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 11 6 7 -6 9 18 -8 21 13 -13 15 -11 17 -16 -9 -18 -21 22 -1 24 -24 27 -27 -25 -29 -2
right_child=29 2 -4 -5 5 -7 10 8 -10 14 -12 12 -14 -15 16 -17 19 -19 -20 20 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.013533224797119265 -0.0022646419888059069 0.0055685628048630191 -0.0031255201529711489 0.00093631344365380838 -0.0049448192212730654 0.012518940921614152 0.011665579457228887 0.0050521112870998107 -0.0031265529431402685 -0.00023996695161385592 0.0042879613538389094 0.0036300031552937901 0.018690162303391846 0.012064770425880148 0.0074283414463879489 0.0065183697111206133 0.010906705490890005 0.017110545597970487 -0.0039218018574711791 -0.0027587086050992922 0.007985282578738406 0.0021603916198364458 -0.0045931459338005099 0.0071345475352366308 0.0080906785855239093 0.017570750700542703 0.0065265667065978056 0.0075388024883488048 -0.0027083799034934835 0.0027360809921065776
leaf_weight=23 43 552 20 57 20 27 50 26 20 43 44 33 24 31 33 75 21 25 26 21 22 40 21 1416 22 22 20 26 27 291
leaf_count=23 43 552 20 57 20 27 50 26 20 43 44 33 24 31 33 75 21 25 26 21 22 40 21 1416 22 22 20 26 27 291
internal_value=0 0.00635269 0.00487235 0.005135 0.00678417 0.00546614 0.00501914 0.00411507 0.00469583 0.00523161 0.00821223 0.00713435 0.0107087 0.00771559 0.00624268 0.00405559 0.00835806 0.0116017 0.000565155 0.0054185 0.00273822 0.00693983 0.00706106 0.00696527 0.00189625 0.00710952 0.0123116 0.00696079 0.00231854 0.00209228
internal_weight=0 2787 629 609 2158 453 426 332 312 292 94 1705 88 64 240 118 122 58 52 64 43 1617 1577 1554 43 1511 42 1469 53 334
internal_count=3121 2787 629 609 2158 453 426 332 312 292 94 1705 88 64 240 118 122 58 52 64 43 1617 1577 1554 43 1511 42 1469 53 334
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 47 4 4 0 15 4 2 4 0 52 15 1 47 2 3 4 15 474 47 1 3 457
split_gain=82.1142 13.2413 7.40434 6.74139 4.67616 3.39809 2.5914 2.5388 2.39871 2.10934 2.0209 1.74066 1.59958 1.35097 1.25063 1.22702 0.844878 0.777311 0.73697 0.734857 0.664868 0.628126 0.616529 0.518309 0.659372 0.773835 0.49406 0.491059 0.482829 0.690819
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.11362000000000001 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.018150000000000003 0.40473500000000007 -0.10836499999999999 -0.098289999999999975 -0.065794999999999979 0.14285500000000004 0.27834500000000006 -0.079119999999999982 1.0000000180025095e-35 -0.084564999999999987 0.083345000000000016 0.084210000000000021 0.09358000000000001 -0.047929999999999993 -0.49013999999999996 0.050935000000000008 0.10135500000000001 0.10589000000000001 0.080270000000000022 0.0068900000000000012 0.094310000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 9 18 14 11 -6 12 -1 -7 15 -4 -13 19 -5 21 -21 -11 -15 -18 25 27 28 -25 -3 -30
right_child=1 2 8 7 10 13 -8 -9 -10 17 -12 16 -14 22 -16 -17 23 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0015136482752337841 0.001278217571284872 0.00033842194002133865 0.00051579116463198581 0.0013213261980198178 0.0011250683183968856 0.00055472969941022679 0.0016526185558741479 0.00056018258117404129 0.00063773118895140465 0.0013360163571029726 0.00052871984458521977 0.0013691005698162097 0.00088621849144474561 0.0011462131487593276 -6.7543588454377105e-05 0.000106875793995842 0.0013926410661438751 0.0012636570936147471 0.00090962404797391059 0.00056582712057028333 0.0010375095094427649 0.0010079370399582702 0.00078060881628300106 0.0011369833005957452 0.0012992192816855923 0.0014137619228622416 0.00071106145143801092 0.00083885365126638845 0.0006483178118128159 0.00027532660736929342
leaf_weight=21 76 120 39 32 74 21 85 64 37 37 31 1176 61 114 99 102 117 99 35 20 27 57 21 88 296 31 25 28 60 28
leaf_count=21 76 120 39 32 74 21 85 64 37 37 31 1176 61 114 99 102 117 99 35 20 27 57 21 88 296 31 25 28 60 28
internal_value=0 0.000506095 0.000410678 0.00127212 0.000605446 0.00129677 0.00131711 0.000839473 0.00017302 0.00130326 0.000949004 0.00132606 0.0010469 0.00101737 0.000101377 0.00021998 0.00133925 0.00113048 0.00110626 0.00103698 0.000836794 0.00113707 0.00108934 0.00127657 0.00124591 0.00113856 0.000450624 0.00106502 0.000419321 0.000529639
internal_weight=0 691 615 2430 338 2299 2143 131 277 2058 105 1818 82 156 240 141 1736 240 67 141 47 94 135 560 443 147 233 116 208 88
internal_count=3121 691 615 2430 338 2299 2143 131 277 2058 105 1818 82 156 240 141 1736 240 67 141 47 94 135 560 443 147 233 116 208 88
is_linear=0
shrinkage=0.00196078


Tree=4040
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 2 14 3 159 2 150 1 2 4 1 2 2 2 131 15 1 1 4 1447 52 150 4 16 3 3
split_gain=42.8565 5.24581 4.75707 3.79649 3.03155 1.97069 1.41456 1.31418 1.08353 1.05228 1.22119 0.940123 0.761588 0.926923 0.759986 0.67556 0.708948 0.52965 0.487168 0.462538 0.445045 0.416528 0.391156 0.381966 0.35259 0.321325 0.30429 0.300253 0.341929 0.290739
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.10045500000000002 1.0000000180025095e-35 0.076975000000000002 -0.022174999999999997 -1.0000000180025095e-35 0.14285500000000004 1.0000000180025095e-35 0.092845000000000025 0.14285500000000004 0.40945500000000007 0.089770000000000016 -0.0091949999999999983 0.090425000000000019 0.088850000000000012 0.086835000000000009 -0.41942499999999994 0.14754500000000001 0.10312500000000001 0.057560000000000007 -0.082954999999999987 0.40674500000000008 0.091355000000000006 -0.036839999999999991 -0.080509999999999984 -0.074479999999999977 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 5 6 7 14 -3 -5 10 22 -4 13 29 17 -16 -17 24 19 -14 -21 -12 27 -19 -1 -7 -2 -6 -29 -10
right_child=1 3 11 8 9 25 -8 -9 12 -11 21 -13 18 -15 15 16 -18 23 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010522984088183688 0.0010988024943095755 0.00087504864827618427 0.00081563252772075766 0.00053217698936526233 0.0011084700841069292 0.0004076803347653946 0.0012743995974047316 0.00039069178772606594 0.00024095171227065079 0.00052838078449499431 0.00074753279229895623 0.00043283685144564118 0.00012424921514784287 9.0797497420903327e-05 0.00061880546069407083 0.0009735084248120796 0.00066987435757865949 0.0011601650284630148 0.00024266703396291867 -5.0495055352011105e-05 -0.00041354296117652306 0.00036146337873636081 0.00078895996449534426 0.00095648345412869358 0.00080117175551446787 0.0002180829816828847 0.00079679871382920639 0.000970474414669784 0.00083078191151063113 0.00054825354793170084
leaf_weight=937 29 62 37 26 33 121 75 33 20 39 21 74 27 95 27 284 33 38 22 34 21 22 97 517 22 48 23 157 118 29
leaf_count=937 29 62 37 26 33 121 75 33 20 39 21 74 27 95 27 284 33 38 22 34 21 22 97 517 22 48 23 157 118 29
internal_value=0 0.000370522 0.000957352 0.000313041 0.000975558 0.000480845 0.00101039 0.000706798 0.000151361 0.000837295 0.000864187 0.000560435 0.000111437 0.000203779 0.000999735 0.000916541 0.0009419 0.00101864 -1.64214e-05 -8.5933e-05 -0.000189113 0.000550009 0.000897544 0.000970429 0.00104654 0.00035383 0.000965224 0.000931741 0.000910534 0.000422824
internal_weight=0 590 2531 538 2420 264 1933 95 274 487 448 111 248 144 1858 344 317 1514 104 82 55 43 405 555 959 169 52 308 275 49
internal_count=3121 590 2531 538 2420 264 1933 95 274 487 448 111 248 144 1858 344 317 1514 104 82 55 43 405 555 959 169 52 308 275 49
is_linear=0
shrinkage=0.00196078


Tree=4041
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 47 4 1 14 0 15 52 4 0 3 52 52 48 4 3 160 3 1 16 43 13 16 0
split_gain=27.0082 4.53265 2.88328 2.49881 1.64462 1.56263 1.32977 1.00307 1.00101 0.712145 0.704734 0.707192 0.85031 0.655286 0.622235 0.617897 0.606833 0.516472 0.401463 0.427237 0.467668 0.493049 0.695915 0.371987 0.574451 0.353845 0.333756 0.305639 0.295244 0.283081
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.13082500000000002 0.042705000000000007 0.077845000000000011 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 1.0000000180025095e-35 0.27044500000000005 -0.079119999999999982 0.31370500000000007 0.048770000000000008 -0.56176499999999996 0.093265000000000015 -0.51843499999999987 -0.097174999999999984 -0.080719999999999986 0.076840000000000006 0.13075500000000004 -0.12029499999999999 -0.080324999999999994 -0.47860499999999995 -0.039889999999999988 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 29 16 10 -5 11 12 -1 14 25 -13 23 27 -17 20 -20 22 -22 24 -4 -10 -11 -18 -14 -3
right_child=1 2 7 9 -6 -7 -8 -9 13 26 -12 15 28 -15 -16 18 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011608147791150206 0.00098975554139375441 0.00099060201720029364 0.00057389783823292358 0.0009282100890927455 0.00050026754617314771 0.00063988217487444276 0.00049086916876737682 0.00063438716847459412 0.00099143182035664815 0.00064612931782099224 0.0011956933995380121 0.0010400765665778049 0.0006008973650665875 0.0010089410731897635 0.00049962861642561477 0.0011524362135936859 0.00017473876587033348 0.00037906312286786368 0.0011926553988485058 0.0007611730549028831 0.00050023171575922594 0.00098065408728541139 0.00091020786833222211 0.00055923609905564515 0.00024772630869709673 0.00079426154969930809 0.000343704027507235 -0.00011665320389118849 0.00087672970042217005 0.00072284640196491683
leaf_weight=22 76 63 26 28 215 48 40 37 52 47 78 1191 37 110 21 41 31 26 33 42 20 430 78 29 103 107 20 25 25 20
leaf_count=22 76 63 26 28 215 48 40 37 52 47 78 1191 37 110 21 41 31 26 33 42 20 430 78 29 103 107 20 25 25 20
internal_value=0 0.000538006 0.00048218 0.000977328 0.000603719 0.00099001 0.00078455 0.000333876 0.000997359 0.0006656 0.00101299 0.00100557 0.000829635 0.000889711 0.000816848 0.00101362 0.000287547 0.000150686 0.000964688 0.000951922 0.000966203 0.000952049 0.000826539 0.000358576 0.000313466 0.000858745 0.000555853 4.46531e-05 0.00071212 0.000926083
internal_weight=0 691 615 2430 338 2335 123 277 2287 95 1997 1919 84 290 180 1835 240 82 644 603 561 528 98 158 129 159 67 56 62 83
internal_count=3121 691 615 2430 338 2335 123 277 2287 95 1997 1919 84 290 180 1835 240 82 644 603 561 528 98 158 129 159 67 56 62 83
is_linear=0
shrinkage=0.00196078


Tree=4042
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 1 2 1 150 2 1 1 1 4 2 1 52 50 52 49 1 0 1447
split_gain=67.9229 11.4266 5.50281 5.19927 3.6174 3.3575 2.53202 2.0718 2.02177 1.86182 1.68293 1.64268 1.15565 1.36014 0.885238 0.826702 0.804107 0.699031 0.681112 0.652078 0.630833 0.597841 0.494371 0.45856 0.38338 0.36849 0.364961 0.34095 0.378492 0.33924
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.14122000000000004 0.092845000000000025 -0.062539999999999984 0.089770000000000016 0.090425000000000019 0.122715 1.0000000180025095e-35 -0.0091949999999999983 0.13436000000000001 0.16175000000000003 0.13075500000000004 0.038415000000000012 0.088850000000000012 0.12000500000000001 -0.088204999999999992 0.041865000000000006 0.40674500000000008 -0.053364999999999996 0.076935000000000017 -0.030209999999999997 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 22 12 -8 15 -4 -10 21 16 23 20 -14 -13 24 -5 27 25 -3 -2 -6 -1 -12 28 -7 -23
right_child=1 4 10 19 18 9 8 -9 11 -11 26 17 13 -15 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018882374027821081 0.0018649670264775588 0.00094298048346650365 0.0016586166544445746 0.0011625704454148516 0.00058933494250159462 0.0017650722655139096 0.0015873707178371405 0.0021607762612056436 0.0014846849696141999 0.0012599363630893183 0.0012748196824753607 0.0010197483750231718 0.0014066373092540795 0.0012631669100643932 0.0013609913994505889 0.0013828814662749471 0.0017886713106280046 0.00064669206851359566 0.00027653561899808939 0.00078015265023043633 0.0016082036918534648 0.0019785562074590393 0.00063941006767837438 0.0016172494640161676 0.00087505404563511125 0.0016315043742856452 0.00096880039647271937 0.0018832544860317216 0.0015189398137502978 0.0017862283207165138
leaf_weight=935 59 30 37 60 65 169 30 76 28 41 31 158 23 23 29 30 268 22 21 24 131 38 66 56 25 22 29 78 28 489
leaf_count=935 59 30 37 60 65 169 30 76 28 41 31 158 23 23 29 30 268 22 21 24 131 38 66 56 25 22 29 78 28 489
internal_value=0 0.00108405 0.0017874 0.00144099 0.00090117 0.00180628 0.00100308 0.00184367 0.00111151 0.00165941 0.00132973 0.00104288 0.00183026 0.0017222 0.00166714 0.00169698 0.00175848 0.000974153 0.000594508 0.00105331 0.00172019 0.00185313 0.000734276 0.00174434 0.000668701 0.00188234 0.00112691 0.00177353 0.00173009 0.0018001
internal_weight=0 673 2448 228 445 2351 334 1874 238 477 97 208 1798 314 144 436 291 180 111 84 406 1484 96 115 90 957 60 275 197 527
internal_count=3121 673 2448 228 445 2351 334 1874 238 477 97 208 1798 314 144 436 291 180 111 84 406 1484 96 115 90 957 60 275 197 527
is_linear=0
shrinkage=0.00196078


Tree=4043
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 1 2 14 4 0 49 4 49 47 1 15 150 3 3 1 4 4 0 3 4 1 43 15
split_gain=54.592 8.84768 4.79759 4.20727 3.07434 2.7626 1.67846 1.5441 1.50511 1.35444 1.31729 0.833593 1.53225 0.882206 0.637333 0.6152 0.591555 0.590565 0.574537 0.533715 0.781373 0.582307 0.532286 0.525313 0.700184 0.544964 0.441411 0.432981 0.427013 0.389559
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.17025000000000004 0.077845000000000011 0.14122000000000004 0.062655000000000016 -0.062539999999999984 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 -0.054984999999999992 0.10648500000000001 0.083345000000000016 0.024640000000000006 1.0000000180025095e-35 0.30112000000000005 0.076840000000000006 0.13075500000000004 0.053180000000000012 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.42642000000000008 0.13075500000000004 -0.080324999999999994 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 15 9 10 -4 18 11 -6 12 16 23 -2 17 -1 26 22 20 21 -12 -7 -13 -25 -26 -3 -5 -9 -18
right_child=1 4 7 27 6 8 -8 28 -10 -11 19 13 -14 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0013517246839394594 0.00097740273336800786 0.00066751366740938113 0.0013452904231074144 0.00081285255988362284 0.00097570681277954691 0.0013706037860601774 0.00015451998533863646 0.00089910999935121901 0.0009126580898867789 0.001697703577785669 0.00064792281967951339 0.0017557740795846079 0.0016443175795365448 0.0012732209318355656 0.0013258155621099347 0.0011361715460524841 0.0012692115882182503 0.0010756118923954379 0.0010120524639062876 0.00035987655143057847 0.00080942091665646854 0.00034649345460965983 0.0012104994465443057 0.0014750137700128758 0.0011333697025810241 0.0014005661807633245 0.00096174530027543794 0.00050196520803652978 0.00055703316815197473 0.00094965281837151687
leaf_weight=43 24 107 28 61 25 278 50 47 41 76 44 22 35 110 127 20 22 21 24 70 38 56 112 1142 32 354 24 24 20 44
leaf_count=43 24 107 28 61 25 278 50 47 41 76 44 22 35 110 127 20 22 21 24 70 38 56 112 1142 32 354 24 24 20 44
internal_value=0 0.00076594 0.00139054 0.00107401 0.000606148 0.00140811 0.000480496 0.0009586 0.00127102 0.00144129 0.000550447 0.00143049 0.00128738 0.0014429 0.00127044 0.00081289 0.00117277 0.000770353 0.0013065 0.000499335 0.000570074 0.000479122 0.00132463 0.00145494 0.00145061 0.00137842 0.000721419 0.000725073 0.000796998 0.00105617
internal_weight=0 691 2430 236 455 2335 283 95 455 1880 233 1804 144 1660 151 172 109 152 414 208 138 100 390 1550 1528 386 131 85 67 66
internal_count=3121 691 2430 236 455 2335 283 95 455 1880 233 1804 144 1660 151 172 109 152 414 208 138 100 390 1550 1528 386 131 85 67 66
is_linear=0
shrinkage=0.00196078


Tree=4044
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 3 14 1 2 4 3 0 15 4 1 1 4 12 2 42 1 0 13 0 39 15 15 0 13
split_gain=96.028 15.7851 9.40378 8.58415 5.709 4.55855 2.62399 2.60586 2.43692 2.08603 2.07366 2.0075 1.92435 2.27545 1.55159 2.15969 1.2216 1.06818 1.00207 1.0039 0.779299 0.708272 0.969419 0.682238 0.620936 0.677667 0.61149 0.560968 0.863218 0.523635
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.31370500000000007 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.076840000000000006 -0.10151999999999999 -0.12255999999999999 -0.013125 0.093100000000000002 0.13146500000000003 0.0082450000000000006 -0.42850999999999995 0.15950500000000004 0.088295000000000012 0.076935000000000017 -0.019414999999999998 -0.078279999999999975 -0.064754999999999993 0.097050000000000011 0.082685000000000022 -0.097454999999999986 -0.14723999999999998 0.038215000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 7 11 12 -5 14 -6 16 13 -1 21 23 -4 20 -8 -20 29 22 -7 -16 -18 -26 27 -15 -29 -14
right_child=1 2 6 8 10 9 18 -9 -10 -11 -12 -13 17 26 15 -17 24 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.001979441669474797 0.001665317179920437 0.0007564798717142288 0.00076817886918920683 0.001498677399795773 0.0015006311532049276 0.0016534276560490173 0.00042255981486922313 0.0021255405217993494 0.00084730930060584184 0.0011175970503697836 0.00088578000299486452 0.00090577780630658646 0.0017927658759105086 0.0015004247924774213 0.0016646725163451102 0.0010210481316078462 0.00011779572205995422 0.001463700313420151 0.0002145158785353095 -0.00032959233416632853 0.001669648295808137 0.0017919467064090016 0.0013372285364597451 0.0014656970743483098 0.00069471063010877795 0.00029371326340798149 0.0016537040720383327 0.0013479987762545235 0.00083175356536373203 0.0016490897753420359
leaf_weight=28 74 224 34 34 71 244 34 62 63 41 30 50 860 27 97 36 33 53 32 22 360 107 44 209 26 43 20 33 20 110
leaf_count=28 74 224 34 34 71 244 34 62 63 41 30 50 860 27 97 36 33 53 32 22 360 107 44 209 26 43 20 33 20 110
internal_value=0 0.000810951 0.000705403 0.00164725 0.000930984 0.00167084 0.000437835 0.00173156 0.00107562 0.00154807 0.001318 0.000569819 0.00171539 0.00148538 0.00157201 0.00147533 0.000446305 0.00173668 0.000158869 -7.15784e-06 0.00174756 0.00165573 0.00160512 0.00152877 0.000339014 0.000444814 0.00134705 0.00127038 0.00115319 0.00177647
internal_weight=0 673 599 2448 325 2351 274 1573 97 778 101 186 1511 128 737 342 136 1383 88 54 1330 395 288 306 102 69 100 80 53 970
internal_count=3121 673 599 2448 325 2351 274 1573 97 778 101 186 1511 128 737 342 136 1383 88 54 1330 395 288 306 102 69 100 80 53 970
is_linear=0
shrinkage=0.00196078


Tree=4045
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 4 4 0 14 16 0 151 1 50 2 39 52 3 158 132 1 40 0 0 15 47 43 12 480 1373
split_gain=1.841 0.408153 0.260729 0.196902 0.343873 0.195422 0.1894 0.184691 0.175817 0.248369 0.144546 0.158272 0.139183 0.138418 0.146537 0.136957 0.184427 0.14856 0.135291 0.133956 0.210239 0.129793 0.128244 0.126636 0.122027 0.104959 0.0979841 0.0940267 0.092866 0.0906581
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.050494999999999991 0.042705000000000007 0.024095000000000002 -0.47013499999999991 -1.0000000180025095e-35 -0.18901999999999997 -0.030624999999999996 0.10658000000000002 -0.23452499999999996 0.13093500000000002 0.08456000000000001 -0.087769999999999987 0.10299500000000002 0.07968500000000002 0.10365500000000001 0.14754500000000001 -0.077474999999999988 -0.090644999999999989 -0.019414999999999998 -0.026084999999999994 0.11002500000000003 -0.012164999999999999 -0.090609999999999982 0.084710000000000021 0.086880000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 21 -5 13 12 -7 10 11 -10 -6 -1 15 17 -17 29 28 20 -4 -3 -20 -19 -11 26 -14 -18 -8 -15
right_child=1 2 19 5 7 8 18 -9 9 24 -12 -13 25 14 -16 16 27 23 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020491072620180521 0.012811531316385502 0.0062202203691609816 0.0020466328723793567 0.012271488704154211 0.005282571364659816 0.012724926017902115 0.0080781570301110255 0.0028271855843264521 0.0045198213779908012 0.0010854121533714447 0.0034505061670528645 0.015715334212164516 0.013918369470629841 0.012971220422142854 0.003998728161677719 0.015146922668361146 -0.00093943157000467195 0.0018777908190436986 0.01628760427868526 0.0071841273031293829 -0.0096569535508751886 -0.0033459146856330336 0.0087610508008909068 0.012618456882912488 -0.0089334094666992311 0.010604605264151443 0.022000617011993504 0.0087573068519122901 0.014408844745664213 0.0076033867662772536
leaf_weight=22 90 37 66 33 20 22 213 21 28 31 159 23 40 1877 20 23 20 23 56 29 20 23 38 21 20 44 24 20 26 32
leaf_count=22 90 37 66 33 20 22 213 21 28 31 159 23 40 1877 20 23 20 23 56 29 20 23 38 21 20 44 24 20 26 32
internal_value=0 0.00650604 0.00561933 0.00656398 0.0089453 0.004989 0.0122435 0.0115193 0.00413981 0.00341616 0.00493637 0.00956878 0.0129453 0.0126015 0.0125163 0.0126008 0.00801169 0.0127488 0.0100309 0.00130677 -0.000675131 0.0025532 0.013245 0.00700402 -0.00284354 0.0143644 0.0169492 0.00390894 0.00876685 0.0128812
internal_weight=0 730 640 525 209 316 2391 149 283 261 210 51 128 2058 2036 2016 63 1953 333 115 86 60 94 44 51 108 64 40 239 1909
internal_count=3121 730 640 525 209 316 2391 149 283 261 210 51 128 2058 2036 2016 63 1953 333 115 86 60 94 44 51 108 64 40 239 1909
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 1 0 15 2 52 4 0 2 130 50 4 49 4 15 474 1 43 16 1 43 42
split_gain=31.8527 5.23485 3.34463 2.77493 1.99863 1.7082 1.20827 1.12168 0.844243 0.782309 0.723564 0.962662 0.701732 0.693632 0.789651 0.690679 0.630714 0.58137 0.568377 0.544983 0.48263 0.378618 0.472246 0.369722 0.6459 0.347327 0.331436 0.329985 0.321624 0.302739
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.40473500000000007 0.062655000000000016 0.077845000000000011 -0.11173999999999999 -0.098289999999999975 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 -0.079119999999999982 0.10045500000000002 -0.076894999999999977 0.086295000000000011 -0.033174999999999989 -0.054984999999999992 -0.49013999999999996 0.050935000000000008 0.090685000000000016 0.080270000000000022 -0.11008499999999999 -0.039889999999999988 0.12040000000000002 -0.080324999999999994 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 8 20 10 -5 11 -1 27 14 -8 29 -14 -18 -4 -19 -6 25 23 24 -23 -17 -13 -3 -11 -12
right_child=1 2 18 9 7 -7 13 -9 -10 28 15 26 16 -15 -16 21 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012705010466556499 0.0010743644403753141 0.00053480435784651473 0.0001832107556388455 0.0010127237001407881 0.00066659498154003106 0.00071327170977989829 0.00094099391078607915 0.00056034454474210879 0.0013041733284871848 0.00071107460730613942 0.0011496873454664215 0.00067523990288400498 0.00087022721222398155 0.0010914296429743741 0.00053644093043970012 0.00091456412173369353 0.00022855600908252538 0.00083830706510062481 0.00050282000997573808 0.00053901430953056642 0.0010125284037931495 0.0009667870016520473 0.0010752343644488739 0.0010951603154566133 0.00063497976188649653 0.0011971588881370518 0.00096748976876922686 0.0003021845452523991 0.00041419675181090246 0.0010763276794046222
leaf_weight=22 76 37 103 28 20 48 159 47 78 47 907 37 26 110 21 20 20 27 27 175 69 116 326 52 28 102 25 64 20 284
leaf_count=22 76 37 103 28 20 48 159 47 78 47 907 37 26 110 21 20 20 27 27 175 69 116 326 52 28 102 25 64 20 284
internal_value=0 0.000588882 0.000528887 0.00106598 0.00060375 0.00107935 0.00108703 0.000805386 0.0011042 0.000737481 0.00109608 0.000918121 0.000525176 0.000968761 0.000893796 0.00110422 0.000581286 0.000547446 0.000249591 0.000579019 0.000934791 0.00105249 0.0010295 0.000953444 0.000902269 0.00115083 0.000793083 0.000387402 0.000622454 0.00113219
internal_weight=0 691 615 2430 485 2335 2287 136 1997 95 1919 84 349 290 180 1835 248 222 130 202 89 644 522 196 144 122 62 101 67 1191
internal_count=3121 691 615 2430 485 2335 2287 136 1997 95 1919 84 349 290 180 1835 248 222 130 202 89 644 522 196 144 122 62 101 67 1191
is_linear=0
shrinkage=0.00196078


Tree=4047
num_leaves=31
num_cat=0
split_feature=1 4 155 157 15 41 14 3 160 49 3 2 1 3 51 159 157 49 474 150 2 14 1447 15 1453 16 16 0 484 1447
split_gain=1.68127 0.373867 0.251271 0.176875 0.174095 0.21138 0.161391 0.219402 0.331083 0.228524 0.180711 0.160642 0.156909 0.134672 0.131573 0.129714 0.158472 0.127493 0.136557 0.12281 0.120719 0.117131 0.1161 0.136003 0.175005 0.139436 0.131583 0.159923 0.159109 0.152524
threshold=0.10312500000000001 0.26790000000000008 0.10158500000000002 -0.09416999999999999 0.040760000000000005 0.07677500000000001 0.08104500000000002 -0.12018999999999998 -0.020569999999999995 -0.007794999999999999 -0.079594999999999985 0.098035000000000011 0.15471500000000002 0.149315 0.14122000000000004 0.082585000000000006 -0.077809999999999976 0.10390000000000001 0.086515000000000009 0.094605000000000009 0.12043500000000001 -0.47071999999999997 -0.086059999999999984 0.087685000000000013 -0.044999999999999991 -0.008904999999999998 0.0028900000000000006 -0.080434999999999993 0.056480000000000009 -0.081469999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 22 7 8 -1 -10 -9 -11 21 14 20 16 -12 18 -17 -15 -5 -3 -6 25 -25 -24 28 -28 29 -26
right_child=1 12 -4 13 5 -7 -8 10 9 11 15 -13 -14 19 -16 17 -18 -19 -20 -21 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.00096699977048525683 -0.0018946626316756012 0.010311719540867114 0.014100667358272607 0.0091678593123950321 0.017576255159275161 0.02001198836553254 0.019272665922408519 0.012485312330392045 0.0010705076053272933 0.020220770593732597 0.0032234021928161383 0.0095338938011525157 -0.0025858415403802481 0.0071290521141649651 0.016253334614024919 0.017786624918725076 0.0098140540608472812 0.0069005720037966971 0.0087708650350881122 -0.0015396403506971322 0.0030067735518586186 0.0038032971105224078 0.013278677739722628 0.0023760467595864265 0.003294943701475859 0.021671516483738312 0.00046579184431937479 0.010432289917177212 0.020025141675025226 0.012198000761985552
leaf_weight=38 20 31 63 195 42 38 23 579 20 22 40 39 35 44 22 56 415 25 24 26 38 256 345 21 20 21 21 69 25 508
leaf_count=38 20 31 63 195 42 38 23 579 20 22 40 39 35 44 22 56 415 25 24 26 38 256 345 21 20 21 21 69 25 508
internal_value=0 0.00628283 0.00829328 0.0072328 0.0117658 0.0126825 0.0109715 0.0108197 0.00673397 0.0103468 0.0112466 0.0133882 0.00373541 0.0077945 0.00886103 0.00996578 0.00923466 0.013134 0.0150819 0.00390925 0.00816305 0.0045063 0.0124226 0.0122125 0.0113594 0.0137602 0.0116528 0.00810677 0.0122299 0.0118608
internal_weight=0 730 408 345 2391 1110 1281 1258 119 81 1139 61 322 325 255 560 455 105 80 70 233 287 1072 1030 664 366 643 90 553 528
internal_count=3121 730 408 345 2391 1110 1281 1258 119 81 1139 61 322 325 255 560 455 105 80 70 233 287 1072 1030 664 366 643 90 553 528
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=31
num_cat=0
split_feature=1 2 12 0 45 124 12 2 133 376 10 12 9 4 1 1 2 2 159 15 4 472 4 16 1 1451 1451 3 4 4
split_gain=1.36183 0.322632 0.255604 0.154269 0.147393 0.160869 0.141267 0.199224 0.130768 0.152008 0.129474 0.130387 0.120214 0.118195 0.111638 0.146453 0.121547 0.110124 0.10173 0.100341 0.0954882 0.132598 0.0953507 0.115777 0.116632 0.0936645 0.0945575 0.100153 0.177757 0.221657
threshold=0.10312500000000001 0.13622000000000004 1.0000000180025095e-35 0.22582000000000002 0.081955000000000014 -0.076779999999999987 -0.42850999999999995 0.31358000000000003 0.089200000000000015 0.088235000000000008 0.09820000000000001 -0.12529499999999996 0.092235000000000011 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.090175000000000019 0.13913500000000004 0.10797500000000002 0.013270000000000002 -0.03898999999999999 -1.0000000180025095e-35 -0.064804999999999988 -0.046599999999999996 0.13657000000000002 0.089825000000000002 0.081365000000000007 0.086245000000000016 -0.059649999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 -1 -3 18 10 -10 11 -2 20 17 16 -16 -15 25 22 -13 21 -4 -8 24 -24 26 27 -7 -29 -30
right_child=1 6 12 -5 -6 13 7 -9 9 -11 -12 19 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0063368249566803231 0.013534199846132348 0.0098539262835402042 0.0069125599439509898 0.0020559479083333697 0.018152644018678426 0.011272676304792284 0.0074011544790118927 -0.0068861960390306735 -0.0045247732761449048 0.0067301342003269204 -0.0016506941201874896 0.0050625655013181343 0.0022353754356680884 0.016075061045207638 -0.0020683346386067571 0.0089790176716633141 0.0089530059883516921 0.0036385910119861365 0.0082866465157130746 0.011651720247195605 0.008668313681888971 0.016385584399104119 0.0071322925277054307 -0.0069264361727982759 -0.0015746460232185198 0.017305502256688973 0.0041793846234213566 0.011577915856883361 -0.0032175450003705921 0.010520347717987455
leaf_weight=86 24 20 22 21 26 1792 20 27 28 21 21 208 21 27 20 30 213 20 25 26 137 45 25 20 40 24 20 65 24 23
leaf_count=86 24 20 22 21 26 1792 20 27 28 21 21 208 21 27 20 30 213 20 25 26 137 45 25 20 40 24 20 65 24 23
internal_value=0 0.00565454 0.00684391 0.0105892 0.0106648 0.0105818 0.00193861 0.000930285 0.00506327 0.000298758 0.00590005 0.00651465 0.00943969 0.0107434 0.00885869 0.00456008 0.00975424 0.0110212 0.00255371 0.00579469 0.0101813 0.013275 0.00118872 -0.000273026 0.00177418 0.011097 0.0110195 0.0110914 0.00819028 0.00350525
internal_weight=0 730 553 2391 2370 2344 177 157 328 49 279 258 225 2258 290 50 240 1968 130 234 204 67 105 85 65 1948 1924 1904 112 47
internal_count=3121 730 553 2391 2370 2344 177 157 328 49 279 258 225 2258 290 50 240 1968 130 234 204 67 105 85 65 1948 1924 1904 112 47
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=31
num_cat=0
split_feature=1 2 0 44 4 3 12 106 14 0 51 2 1446 52 13 42 2 1446 34 2 13 52 49 151 160 4 41 11 41 4
split_gain=1.10592 0.302293 0.186094 0.175537 0.174725 0.160676 0.163093 0.157 0.126197 0.154846 0.247063 0.244133 0.126357 0.127529 0.153406 0.377515 0.122139 0.15409 0.116141 0.190871 0.112011 0.109334 0.108634 0.12054 0.108443 0.101497 0.101281 0.100497 0.132682 0.10001
threshold=0.11829500000000003 0.10045500000000002 -0.13843999999999998 1.0000000180025095e-35 0.42642000000000008 0.31370500000000007 -0.42850999999999995 0.086340000000000014 0.076975000000000002 -0.13027499999999997 -0.030229999999999996 0.087675000000000017 0.11581000000000001 0.11277500000000001 -0.0021749999999999994 -0.079539999999999986 0.15361500000000003 0.10734500000000001 -0.038779999999999995 0.11870500000000002 -0.14179999999999995 0.10898500000000001 -0.088694999999999982 0.015440000000000001 0.050340000000000003 -0.04890499999999999 0.088180000000000008 0.075910000000000019 0.079885000000000025 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 22 18 -7 8 9 10 -1 -12 13 21 -15 -16 17 20 -2 -20 -4 26 -3 -24 -13 -21 29 -10 -29 -11
right_child=5 2 16 -5 -6 6 -8 -9 27 12 11 24 -14 14 15 -17 -18 -19 19 25 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0041095032915472989 -0.0006929152607414368 0.010058281579986214 0.0028616695947545983 0.018867775549491247 0.012967149871179745 0.0051146230263197255 -0.0036656048034533991 0.0014628187550798707 0.0086578856222331527 0.013748024665081585 0.016558643475174904 -0.00099100775661922639 0.017730495043797419 0.0087530402234848922 0.011179914424164137 -0.0078031069412827494 0.0010022605176676404 2.719788462854922e-05 0.0089287885853142086 0.0095377530786208819 0.0093869142474716366 0.01742092194966972 0.0034684050567485207 -0.0049957216950133445 0.0078458000871739018 0.0020285933459591537 0.0036662403866648675 0.020239976939046757 0.010151708481664008 0.0099047971743464053
leaf_weight=20 37 20 28 21 21 34 56 23 27 71 25 21 20 213 22 20 22 20 91 21 435 20 106 20 41 126 25 32 22 1461
leaf_count=20 37 20 28 21 21 34 56 23 27 71 25 21 20 213 22 20 22 20 91 21 435 20 106 20 41 126 25 32 22 1461
internal_value=0 0.00917653 0.0073322 0.00977125 0.0044384 0.00331891 -0.00034863 0.00967865 0.00977128 0.00961135 0.00591255 0.00821647 0.00982505 0.00973875 0.0076639 0.00214038 0.00828916 0.00862107 0.00451919 0.00532948 0.0089923 0.0100743 0.00321166 0.00212489 0.00485269 0.00310133 0.00997988 0.0136393 0.0161299 0.0100829
internal_weight=0 2756 672 2084 167 365 90 2063 2040 1959 107 87 1852 1832 255 42 505 483 275 238 463 1577 146 126 62 147 1557 81 54 1532
internal_count=3121 2756 672 2084 167 365 90 2063 2040 1959 107 87 1852 1832 255 42 505 483 275 238 463 1577 146 126 62 147 1557 81 54 1532
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 4 2 0 15 150 3 4 15 3 3 4 0 4 10 47 40 157 3 1 0
split_gain=63.6658 10.3894 5.95541 5.07891 3.98424 3.00919 1.86655 1.76786 1.6464 1.62974 1.64468 1.40163 1.0099 1.18383 0.834301 0.72091 0.710452 0.634759 0.580762 0.686811 0.578057 0.573072 0.572703 0.516367 0.445904 0.428054 0.425023 0.399128 0.396929 0.481755
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.17025000000000004 0.40945500000000007 0.14960000000000004 -0.10096999999999999 -0.11033999999999998 1.0000000180025095e-35 0.30112000000000005 0.0061450000000000003 0.084195000000000006 -0.080934999999999993 0.090900000000000009 0.053180000000000012 -0.080689999999999984 -0.52556499999999995 -0.38124499999999995 0.090100000000000013 -1.0000000180025095e-35 -0.082009999999999986 -0.010424999999999999 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 12 -5 -6 10 15 14 13 -1 20 25 21 18 -15 -20 28 -14 -23 -11 -3 -4 -24 -12 29 -7
right_child=1 2 9 7 8 11 -8 -9 -10 23 27 -13 16 17 -16 -17 -18 -19 19 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014746180402612254 0.0013358286451143628 0.00055444118204550413 0.00053329535424259807 0.0012442843896157464 0.0012226286002925272 0.001294549531583318 0.0016781726065865487 0.00068949262208371667 0.00067477054005257448 0.00018596336682732062 0.00043311278043570471 0.00076006664072766027 0.0014173237274256161 0.00076888160663548199 0.00091234131770975455 0.00031930435522137387 0.0012106623878795856 0.0014268717610687281 0.0012598532121576348 0.00088809133734632137 0.0011383329690737411 0.001615393170430856 0.0010491724777358029 -0.0002110924789061149 0.00080127289504326315 0.00085646796241110445 0.0013342220638220277 0.00020439212669134092 0.001414780843938935 0.001043247234504096
leaf_weight=52 74 191 26 34 71 181 76 63 30 34 44 26 1005 21 30 22 90 22 56 29 124 27 21 20 33 40 475 88 81 35
leaf_count=52 74 191 26 34 71 181 76 63 30 34 44 26 1005 21 30 22 90 22 56 29 124 27 21 20 33 40 475 88 81 35
internal_value=0 0.000642697 0.000557068 0.00132365 0.000736585 0.00134179 0.00137718 0.000883956 0.0010599 0.000344137 0.000419057 0.00120275 0.00136446 0.00122513 0.00122827 0.000626694 0.00137996 0.00112378 0.00106088 0.00113302 0.00125078 0.00138993 0.00133729 3.89056e-05 0.000590805 0.000729158 0.00132215 0.000280632 0.00129773 0.00125383
internal_weight=0 673 599 2448 325 2351 1874 97 101 274 220 477 1798 180 451 88 1618 128 106 85 421 1528 523 54 224 66 496 132 297 216
internal_count=3121 673 599 2448 325 2351 1874 97 101 274 220 477 1798 180 451 88 1618 128 106 85 421 1528 523 54 224 66 496 132 297 216
is_linear=0
shrinkage=0.00196078


Tree=4051
num_leaves=31
num_cat=0
split_feature=1 4 457 3 4 2 3 12 1 13 39 133 150 160 156 403 3 3 150 3 133 13 15 160 1 13 0 1 1 0
split_gain=1.12972 0.272817 0.175615 0.147643 0.14261 0.130762 0.130034 0.205567 0.137018 0.322923 0.104588 0.0989245 0.181031 0.1493 0.196581 0.156207 0.161495 0.211352 0.127486 0.127079 0.109001 0.169762 0.183529 0.108287 0.106816 0.0986956 0.0980556 0.0937539 0.196414 0.153894
threshold=0.10293500000000001 0.26790000000000008 0.079590000000000008 -0.07793499999999999 0.40124500000000002 0.092120000000000021 -0.13309499999999996 0.10124000000000001 0.14699000000000004 -0.11122999999999998 0.093755000000000019 0.017095000000000003 0.083555000000000004 0.030480000000000004 0.11386000000000002 -1.0000000180025095e-35 -0.14186499999999996 -0.10115999999999999 0.083250000000000005 0.097915000000000016 0.089595000000000022 0.016935000000000002 -0.040804999999999994 0.10493500000000001 0.085605000000000014 -0.010739999999999998 -0.23194499999999998 0.076935000000000017 0.080585000000000004 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 26 -3 8 -8 -10 -5 12 13 14 15 -7 24 -18 20 -19 21 22 -13 -22 -17 -4 -1 29 -29 -28
right_child=1 6 25 10 -6 11 7 -9 9 -11 -12 18 -14 -15 -16 16 17 19 -20 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.016553738565805057 0.010517273682508101 0.0067565427168405487 -0.0036017350111664697 0.007144169105050429 0.001594480135562745 0.014283371153894976 0.0039436267625655658 -0.0075881434693222949 0.0053710824083536869 -0.011676813804078848 0.0015403722453629599 0.011282918325102913 -0.00018072657112497837 0.011967430646634764 0.015306997310835868 0.0063727792177814997 -0.004908148585153478 0.0066387375199333659 0.016725248605012896 -0.00061994994591389394 0.0089270769699088311 0.0052714082528837027 0.022778927464969456 0.0015915682899173011 0.016707977317273619 0.0049941814696306697 0.019385442379862072 0.00160078958636432 0.0095509153095774679 0.010522796932364409
leaf_weight=24 119 70 22 199 22 23 186 21 25 20 40 41 28 81 27 20 21 174 25 28 236 24 21 22 20 34 20 33 533 962
leaf_count=24 119 70 22 199 22 23 186 21 25 20 40 41 28 81 27 20 21 174 25 28 236 24 21 22 20 34 20 33 533 962
internal_value=0 0.00512675 0.0068247 0.00763927 0.00960852 0.00968313 0.00294367 0.00188454 0.00274569 -0.00220576 0.0062063 0.00863444 0.00758871 0.00814085 0.00715058 0.00638057 0.00568945 0.00463996 0.00983037 0.00563258 0.00932929 0.0124125 0.0151767 0.00830157 0.0115404 0.00161721 0.0102108 0.0101125 0.00908739 0.0107033
internal_weight=0 736 414 358 2385 2363 322 252 231 45 239 791 422 394 313 286 263 223 369 202 344 86 62 258 40 56 1572 1548 566 982
internal_count=3121 736 414 358 2385 2363 322 252 231 45 239 791 422 394 313 286 263 223 369 202 344 86 62 258 40 56 1572 1548 566 982
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=31
num_cat=0
split_feature=1 1 12 159 13 13 13 4 14 16 484 3 132 13 3 51 133 51 52 148 4 3 1 0 4 16 16 15 52 15
split_gain=0.919097 0.255022 0.266766 0.176634 0.172089 0.188331 0.205776 0.193459 0.171419 0.152138 0.151279 0.137493 0.13797 0.123578 0.140746 0.136139 0.120795 0.119474 0.133917 0.136798 0.202294 0.196608 0.249639 0.116313 0.13951 0.145556 0.201 0.116992 0.112704 0.109655
threshold=0.11829500000000003 0.089770000000000016 0.089150000000000021 0.11836500000000001 -0.070999999999999994 -0.051094999999999995 -0.066634999999999986 0.042705000000000007 -0.10708499999999999 0.52822500000000006 -1.0000000180025095e-35 0.31370500000000007 0.10365500000000001 0.049530000000000012 -0.11255999999999998 -0.047599999999999996 0.40304500000000004 -0.08824499999999999 -0.089199999999999988 -0.081219999999999987 -0.025314999999999994 -0.083654999999999993 0.094090000000000021 -0.23194499999999998 0.042705000000000007 -0.10850999999999998 0.27252000000000004 -0.094549999999999981 -1.0000000180025095e-35 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 8 4 -4 6 -6 13 -3 10 -10 -2 29 16 15 -15 -7 -12 -19 -20 -21 -22 -23 -1 -25 28 27 -27 -26 -13
right_child=11 2 3 -5 5 7 -8 -9 9 -11 17 12 -14 14 -16 -17 -18 18 19 20 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.015999825827210493 0.004091284539889206 0.011614231230729882 0.011986579160771466 0.0002101494961053781 0.0077790095210075383 0.019077310858007807 -0.0058297498302999889 0.0012165610161092547 0.011821590928725942 0.011342573378652592 -0.0017918643359912606 0.0024334198537120677 0.0054145447843308957 0.006874640042181402 0.0025081644672900437 0.016711570382661498 0.0099008074423181831 0.0091222680501401605 0.010970184192992748 -0.0067629780202299698 -0.0053306399723109998 0.012802277449518444 0.0027626924325784173 0.0091823776720160646 0.015490187456210456 0.0035179645585065541 0.0073094467373578734 -0.0070496245822869244 0.0076111288160023135 -0.0062724891399296052
leaf_weight=23 275 36 140 23 25 26 20 27 22 29 41 23 28 34 30 24 32 43 20 22 23 30 142 1680 21 22 67 20 134 39
leaf_count=23 275 36 140 23 25 26 20 27 22 29 41 23 28 34 30 24 32 43 20 22 23 30 142 1680 21 22 67 20 134 39
internal_value=0 0.00832097 0.00680212 0.00870493 0.00925068 0.00749369 0.00173067 0.00899274 0.00502524 0.00438759 0.00379956 0.00298096 -0.00041168 0.0104308 0.00806887 0.0109451 0.0140144 0.00324977 0.00398801 0.00305647 0.0023271 0.00335265 0.00451378 0.0089302 0.00884656 0.00670955 0.0039095 -0.00151422 0.00867861 -0.00304288
internal_weight=0 2756 789 381 358 218 45 173 408 372 343 365 90 146 88 58 58 321 280 237 217 195 172 1967 1944 264 109 42 155 62
internal_count=3121 2756 789 381 358 218 45 173 408 372 343 365 90 146 88 58 58 321 280 237 217 195 172 1967 1944 264 109 42 155 62
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=31
num_cat=0
split_feature=4 2 1 150 149 150 484 133 3 12 49 0 4 10 484 160 3 43 13 13 155 1444 1 13 403 48 16 15 12 157
split_gain=0.765887 0.238114 0.198668 0.254176 0.161144 0.153282 0.136455 0.145489 0.124564 0.120407 0.191974 0.153251 0.11367 0.112257 0.124724 0.141975 0.151529 0.175491 0.128894 0.117243 0.108434 0.131506 0.14112 0.581768 0.298988 0.112416 0.127374 0.150296 0.107157 0.112057
threshold=0.27287000000000006 0.17025000000000004 0.089770000000000016 1.0000000180025095e-35 0.07770500000000001 -0.086544999999999983 -0.020124999999999994 -0.083244999999999986 -0.083654999999999993 0.087005000000000013 -0.054984999999999992 -0.14832499999999996 -0.064804999999999988 -0.079859999999999987 0.096415000000000015 -0.23686999999999997 -0.010424999999999999 -0.05647499999999999 0.05868000000000001 -0.41572999999999993 0.099270000000000011 -1.0000000180025095e-35 0.09253500000000002 -0.051094999999999995 -0.059794999999999994 0.10227500000000002 -0.0073349999999999986 0.12211500000000002 0.088245000000000004 -0.089089999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 5 13 -4 12 -8 -5 10 11 -10 -7 -2 15 -15 18 -18 -17 -19 21 -9 23 -23 -25 26 -24 -28 29 -1
right_child=4 -3 3 8 -6 6 7 20 9 -11 -12 -13 -14 14 -16 16 17 19 -20 -21 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.01335126290169473 -0.0031276382205900378 -0.00095834174673214111 0.0010552974037924096 -0.0039719740809548805 0.0098114414722658694 0.018076547873206436 0.012203065967377351 0.013581969747319816 0.011922145982018927 0.011155054941773416 -0.0061957244994118813 0.0026115447013742394 0.0092288186105917089 0.011111743335745165 -0.0043059664807515224 0.0076042297052529954 -0.0060287143950435249 -0.003731767018325627 -6.1587989330291753e-05 0.004273092058372333 0.0095755656206731356 -0.0096874364459052162 0.0092274150094594967 0.016460035101551078 0.00033585377766386326 0.0012700010250371538 0.0024274003789229674 0.011612762124075192 0.0073409452936884006 0.0085876721168572055
leaf_weight=52 39 33 38 23 28 20 49 20 22 20 20 90 53 21 24 75 33 24 31 77 90 29 129 23 23 38 79 23 914 981
leaf_count=52 39 33 38 23 28 20 49 20 22 20 20 90 53 21 24 75 33 24 31 77 90 29 129 23 23 38 79 23 914 981
internal_value=0 0.00748534 0.00758718 0.00624858 0.00253316 0.0072068 0.00761263 0.00702627 0.00288661 0.00392443 0.00282888 0.00444041 0.0116529 0.00190417 0.00259274 0.0032271 0.00253719 0.000302374 0.00536234 0.00237095 0.00646754 0.00569908 0.00524077 0.00140493 0.00839794 0.00631024 0.00713937 0.00449861 0.00812963 0.00882747
internal_weight=0 2769 2736 789 352 614 576 503 175 152 132 112 73 324 285 261 240 134 106 101 454 364 344 75 46 269 231 102 1947 1033
internal_count=3121 2769 2736 789 352 614 576 503 175 152 132 112 73 324 285 261 240 134 106 101 454 364 344 75 46 269 231 102 1947 1033
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 2 4 0 47 1 2 12 2 34 42 12 14 47 15 50 15 11 3 157 4 39 3 160
split_gain=21.6995 4.69136 2.56633 1.58178 1.41377 1.04377 0.999084 0.677303 0.835456 0.636114 0.819438 0.710924 0.594513 0.548546 0.505213 0.456618 0.382604 0.359244 0.314591 0.314365 0.357986 0.307513 0.333117 0.291315 0.336976 0.285922 0.284164 0.263818 0.237357 0.236541
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.098630000000000009 0.088105000000000003 0.062655000000000016 -0.13033999999999998 0.14285500000000004 0.40945500000000007 -0.10836499999999999 0.078875000000000015 0.083345000000000016 0.11474000000000002 -0.029094999999999999 0.13501500000000002 -0.05547499999999999 -0.078304999999999986 0.090455000000000021 -0.23083499999999998 0.090100000000000013 0.024640000000000006 0.086295000000000011 -0.41942499999999994 0.081790000000000015 -0.10831999999999999 -0.08107499999999998 -0.51843499999999987 0.093755000000000019 -0.017889999999999996 0.08443500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 -1 8 -4 10 11 -8 -6 16 23 -11 -5 26 -3 20 -20 22 -9 24 -15 -19 -17 -24 -10 -13
right_child=1 2 7 13 12 -7 9 21 28 15 -12 29 -14 14 -16 17 -18 25 19 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004935699788963093 0.00094662060746050606 0.00066592378160950185 0.00057713428990327736 0.00084162740813344334 0.00083286950841142252 0.0011582241687631491 0.00089354884021734771 0.00030742888482344921 0.00043125507095372121 0.00068195266652779248 0.0011304758132672777 0.00045721460112921 0.00049583237733394131 0.00066258132854262657 0.00062613133631380681 0.0011851121295951719 0.0005227643727709325 0.00068897023040024349 0.00040216619777721439 0.00064126411364350152 0.00068040901667201054 0.00041649580332193248 -5.2401421856427309e-05 0.001052964690561388 0.0008653200370035898 0.00091713030797162124 0.00096483978113123565 0.0002229103545411367 0.00022598025682012973 0.00070584235992105903
leaf_weight=20 90 35 66 23 89 80 58 35 32 25 25 28 26 35 39 23 39 22 160 33 20 22 32 28 317 526 1072 23 67 31
leaf_count=20 90 35 66 23 89 80 58 35 32 25 25 28 26 35 39 23 39 22 160 33 20 22 32 28 317 526 1072 23 67 31
internal_value=0 0.000527454 0.000468509 0.000913688 0.000576972 0.000938996 0.000929412 0.000326371 0.000406253 0.000934228 0.000808245 0.000739393 0.00075667 0.00081319 0.000838661 0.000944954 0.000641052 0.000948955 0.000493644 0.000465336 0.000433082 0.000208688 0.00015789 0.000860473 0.000845161 0.000907971 0.000969467 6.2729e-05 0.000292332 0.00058785
internal_weight=0 730 640 2391 363 1910 1830 277 165 1810 142 117 115 481 419 1668 62 1643 248 213 180 112 90 380 352 548 1095 55 99 59
internal_count=3121 730 640 2391 363 1910 1830 277 165 1810 142 117 115 481 419 1668 62 1643 248 213 180 112 90 380 352 548 1095 55 99 59
is_linear=0
shrinkage=0.00196078


Tree=4055
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 52 159 34 2 457 0 4 160 0 4 4 130 403 1456 2 48 160 43 9 3 4 43 160 11 3
split_gain=0.725413 0.22719 0.150002 0.148659 0.243868 0.133964 0.144398 0.122731 0.121796 0.120758 0.140862 0.147053 0.1472 0.146123 0.139436 0.12384 0.117782 0.117131 0.115503 0.112433 0.110717 0.194545 0.167632 0.109891 0.111002 0.199874 0.208299 0.148441 0.121251 0.120983
threshold=0.26790000000000008 0.14285500000000004 -0.010834999999999999 -0.0050599999999999994 0.094095000000000012 0.039215000000000007 0.10600500000000002 -0.072169999999999984 0.16394500000000004 0.31508000000000008 -0.14920999999999998 0.0082450000000000006 -1.0000000180025095e-35 -0.13455999999999999 0.022185000000000003 -0.0052149999999999992 0.09567500000000001 -0.0059799999999999992 0.094710000000000003 0.09142500000000002 0.093265000000000015 -0.40957499999999997 -0.50216499999999986 0.081890000000000004 -0.094874999999999987 -0.17966999999999997 -0.04652499999999999 -0.080719999999999986 0.086080000000000018 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 8 -7 -1 -2 10 11 15 -13 19 20 -4 17 -16 -19 -12 22 -22 -15 24 25 28 27 -27 -24 -26
right_child=5 -3 9 4 -6 6 -8 -9 -10 -11 13 12 -14 14 16 -17 -18 18 -20 -21 21 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.0040027158717262064 0.0023275518689412794 0.0024481978439765181 0.010619786712787536 0.012524260567501189 0.0041249991007914237 0.0082844044547528035 0.0002961388422232686 -0.0054792334325611597 -0.0043314763434952304 0.00075507472890118767 -0.0028832029551267625 0.010283842537966041 0.021170462961511122 0.01491021193612955 0.0013342255508551042 0.0022050290328005087 -0.0008363406546413899 0.0081507030212496587 0.00077713670519491038 0.0061441617942339672 -0.0034190430030104748 0.0069655263450840721 0.013346452797029881 0.015219063870608807 0.0085781081908023644 -0.0011561065176501871 -0.0035714422073215252 0.0074765942838727218 0.0063696541944255102 0.0024539208618190255
leaf_weight=43 241 89 73 50 112 72 33 20 31 24 22 27 23 38 39 23 25 185 24 37 21 128 47 22 1433 25 30 98 53 33
leaf_count=43 241 89 73 50 112 72 33 20 31 24 22 27 23 38 39 23 25 185 24 37 21 128 47 22 1433 25 30 98 53 33
internal_value=0 0.007418 0.0075846 0.00511442 0.00671736 0.00273982 0.00577381 0.000992573 0.00156862 0.00781332 0.00788373 0.0108941 0.0152917 0.00768925 0.0078209 0.00860375 0.00570571 0.00636519 0.00730398 0.00277803 0.0081204 0.00550193 0.00833971 0.0081963 0.00810642 0.00617208 0.00389974 0.00572198 0.00964875 0.00844025
internal_weight=0 2744 2655 225 162 377 105 63 272 2430 2406 146 50 2260 2201 96 273 248 209 59 1928 149 1779 1741 1719 253 153 123 100 1466
internal_count=3121 2744 2655 225 162 377 105 63 272 2430 2406 146 50 2260 2201 96 273 248 209 59 1928 149 1779 1741 1719 253 153 123 100 1466
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 47 2 150 2 0 49 4 52 16 49 159 457 2 0 4 1 1 1 3 15 0 11
split_gain=87.3154 14.3055 7.98993 7.04356 4.69559 4.15325 2.78332 2.51337 2.38156 2.18394 1.43895 1.36146 1.22632 1.77261 1.25515 1.06493 1.04656 0.989799 0.931774 0.879895 0.919641 0.833536 1.09741 0.802707 0.797526 0.698141 0.630754 0.562658 0.556437 0.520876
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.085505000000000012 0.14960000000000004 1.0000000180025095e-35 0.17025000000000004 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 -0.52606999999999993 -0.042349999999999992 -0.054984999999999992 0.082585000000000006 0.083570000000000019 0.10882500000000002 -0.079119999999999982 -0.52556499999999995 0.076935000000000017 0.13075500000000004 0.085345000000000018 -0.12711499999999995 -0.097454999999999986 -0.030209999999999997 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 18 6 12 -4 11 10 23 -6 13 25 21 -2 -10 -17 19 20 -3 -14 -23 28 29 -1 -24 -27 -7 -5
right_child=1 4 7 24 8 9 -8 -9 16 -11 -12 -13 14 -15 -16 17 -18 -19 -20 -21 -22 22 26 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0015012905044139175 0.0016917537435207491 0.0012400998432404798 0.0014546610097021654 0.00065914626416521671 0.00039492015371748692 0.0014795358451669992 0.0020078853064892338 0.00079315381557667629 0.00056280634334670893 0.00088149777432372663 0.0010361315676008537 2.2381516286527632e-07 0.0016805288559342934 0.0018434338743279295 0.0014190125985032969 0.00095011263335320183 0.0010625750532532049 0.001429695968294695 0.00057201260946867886 0.000648675733248676 0.00084392871269408395 0.0019523996473694381 0.0012867436808187004 0.0016569245613012574 0.00042511135909639399 0.0014588184150354979 0.0015743050443534112 0.0010641373376821229 0.0012296546623298066 0.001024735126594891
leaf_weight=55 45 41 34 29 168 282 76 63 49 26 28 42 1152 35 93 21 24 78 38 33 50 28 32 92 24 21 351 41 39 31
leaf_count=55 45 41 34 29 168 282 76 63 49 26 28 42 1152 35 93 21 24 78 38 33 50 28 32 92 24 21 351 41 39 31
internal_value=0 0.00077905 0.00157651 0.00117843 0.000574424 0.00159926 0.0016403 0.00102502 0.000422033 0.00143373 0.00146629 0.000315981 0.00162484 0.00145629 0.00164031 0.00144165 0.000727114 0.00132797 0.000840638 0.000922958 0.00102242 0.00165348 0.00157767 0.00149545 0.000727199 0.00134048 0.00155028 0.00119782 0.00144918 0.000848034
internal_weight=0 673 2448 228 445 2351 1884 97 283 467 441 210 1808 152 1656 144 73 99 162 124 91 1563 411 413 84 117 383 62 321 60
internal_count=3121 673 2448 228 445 2351 1884 97 283 467 441 210 1808 152 1656 144 73 99 162 124 91 1563 411 413 84 117 383 62 321 60
is_linear=0
shrinkage=0.00196078


Tree=4057
num_leaves=31
num_cat=0
split_feature=1 402 2 9 10 41 44 12 4 474 1 4 0 15 40 12 52 52 150 4 16 4 2 1211 12 16 43 16 13 43
split_gain=0.82376 0.164564 0.175781 0.220244 0.216686 0.16165 0.154598 0.213679 0.213859 0.345169 0.160754 0.128942 0.141343 0.258638 0.311134 0.126407 0.123463 0.120378 0.107011 0.104342 0.115201 0.119731 0.123014 0.120132 0.122873 0.164806 0.179488 0.134773 0.118614 0.108486
threshold=0.11146500000000002 0.099740000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.058500000000000003 0.088820000000000024 1.0000000180025095e-35 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.059649999999999988 -0.10474999999999998 -0.41942499999999994 -0.041534999999999996 0.092465000000000006 0.11008000000000001 0.0031350000000000002 0.09487000000000001 0.053180000000000012 -0.083539999999999989 0.015030000000000002 0.084855000000000014 0.083115000000000008 0.09364500000000002 -0.088159999999999988 0.064745000000000011 -0.090054999999999982 0.0027400000000000007 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 15 11 7 8 -1 10 16 -4 17 -14 -15 -5 18 -13 -10 20 21 22 28 24 25 26 -24 -26 29 -9
right_child=1 -3 5 4 -6 -7 -8 19 9 -11 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.010319649937286318 0.00055793665427093699 -0.0052525623817928141 0.0075265364388802233 0.016297682902742444 0.0010304617105923112 0.010569893220520538 0.014830783346780774 0.015790504181391694 0.0095056298651337023 -0.0072408540851690564 0.003333777488250568 0.0051283206296533247 0.0036246508623922376 0.00027861638074299614 -0.013613705050998501 0.0085033811056802484 0.00024910297710448507 -0.0023324847437574399 0.0017059485986828807 0.0064155196040495566 0.0081475961245545802 0.017503179013729095 0.0096416819455992925 0.014142503298955554 0.0076617531028265757 0.00030853561034834969 -0.00041292129423130649 0.01707166065664395 0.0041486966734131181 0.010623039295849693
leaf_weight=91 48 20 35 28 31 23 33 56 146 22 158 95 56 38 28 81 20 28 20 243 1380 20 92 29 45 41 22 23 21 148
leaf_count=91 48 20 35 28 31 23 33 56 146 22 158 95 56 38 28 81 20 28 20 243 1380 20 92 29 45 41 22 23 21 148
internal_value=0 0.00363911 0.00400129 0.00640337 0.00840752 0.0025109 0.00802963 0.00794254 0.00598129 0.00490263 0.00567924 0.00184891 0.00103782 -0.0013739 -0.0056151 0.0105056 0.00767163 0.00342993 0.00856591 0.00836532 0.00861774 0.00992319 0.00960537 0.00808794 0.00730057 0.00574581 0.00770132 0.0108445 0.0113049 0.0120416
internal_weight=0 511 491 188 140 303 2610 2577 457 366 344 280 245 122 66 109 186 123 166 2120 1877 497 477 252 223 155 114 68 225 204
internal_count=3121 511 491 188 140 303 2610 2577 457 366 344 280 245 122 66 109 186 123 166 2120 1877 497 477 252 223 155 114 68 225 204
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=31
num_cat=0
split_feature=1 2 0 14 1 0 1429 11 41 402 43 160 4 12 403 12 4 3 47 402 40 158 1456 1456 4 1446 3 2 133 50
split_gain=0.669016 0.201976 0.162051 0.15218 0.123304 0.115422 0.160632 0.13554 0.164371 0.124531 0.143246 0.321593 0.114095 0.13755 0.129191 0.112016 0.10842 0.106836 0.100803 0.127587 0.123505 0.0993819 0.0932731 0.0929931 0.186026 0.131168 0.189098 0.141167 0.183023 0.0925589
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -1.0000000180025095e-35 0.16773500000000005 -0.076579999999999995 0.086825000000000013 0.078065000000000009 0.079300000000000009 0.091090000000000018 -0.079734999999999986 -0.082179999999999989 -0.27825499999999997 0.096210000000000004 -0.5425549999999999 -0.085119999999999987 -0.078439999999999996 0.092670000000000016 0.085505000000000012 0.091530000000000014 -0.0087249999999999984 0.112085 -0.015029999999999996 -0.14739999999999998 -0.019614999999999997 0.083715000000000026 -0.086049999999999988 0.088475000000000012 0.085520000000000013 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 18 7 9 21 -9 10 11 -7 17 14 -14 -13 -16 -12 19 -2 -20 23 -23 24 -1 29 -27 28 -28 -25
right_child=4 2 -4 -5 -6 6 -8 8 -10 -11 12 15 13 -15 16 -17 -18 -19 20 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0023858880969109359 0.0026373917365191731 0.010870925183407962 0.0064622505947728006 0.0015285649035564242 -0.0045308954892275127 -0.0081362108052100823 0.013764684745826976 0.017338729046539152 0.0067072274127545272 0.01223437387013325 0.014274412486702205 -0.00053570919670164585 0.0082696652393443159 0.0079626070477388563 -0.0058527740766294301 0.0065104198659345471 0.0030594838129428146 0.0059548982258500723 6.8476796150207528e-05 -0.0055191255285448977 0.0078955072441506974 0.01751386933028698 0.0081763063921876569 0.0076772802159410071 0.0086616702311273133 0.018639437537640333 0.010264516730759558 0.015575645364820957 0.00024110680377041854 0.0034170491440783978
leaf_weight=27 221 20 454 136 23 23 26 33 26 27 33 30 27 100 21 91 39 29 28 21 72 20 23 1350 35 25 56 25 27 53
leaf_count=27 221 20 454 136 23 23 26 33 26 27 33 30 27 100 21 91 39 29 28 21 72 20 23 1350 35 25 56 25 27 53
internal_value=0 0.00711251 0.00550683 0.0027263 0.00255656 0.00756893 0.00613712 0.00794457 0.0126537 0.00566494 0.0052136 0.00270308 0.00666547 0.00543291 0.0025252 0.00476345 -5.98064e-05 0.010383 0.0030332 0.00192959 0.00570394 0.00777526 0.0125194 0.0076476 0.00385064 0.00780087 0.0108023 0.00898809 0.00700389 0.00751634
internal_weight=0 2756 610 156 365 2146 446 1700 59 420 393 144 249 187 87 121 60 62 342 242 100 1641 43 1598 62 1536 133 108 83 1403
internal_count=3121 2756 610 156 365 2146 446 1700 59 420 393 144 249 187 87 121 60 62 342 242 100 1641 43 1598 62 1536 133 108 83 1403
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 4 1 2 34 0 15 0 4 4 4 3 160 1 31 16 16 1 15 47 15 4 15
split_gain=33.177 5.59192 3.13409 2.8352 1.61127 1.29509 1.24034 1.0782 0.958713 0.826315 0.813612 0.762246 0.694253 0.797383 0.751309 0.580709 0.511347 0.499575 0.45435 0.445019 0.385294 0.381933 0.36726 0.360646 0.347947 0.328983 0.327366 0.326675 0.300568 0.297089
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.40124500000000002 0.062655000000000016 0.033845000000000007 0.09253500000000002 0.13754500000000003 -1.0000000180025095e-35 -0.11173999999999999 -0.098289999999999975 -0.076579999999999995 -0.49013999999999996 0.27834500000000006 0.42051500000000003 -0.11171999999999999 -1.0000000180025095e-35 0.14089500000000002 -0.077289999999999984 -0.039889999999999988 -0.11118499999999999 0.078340000000000007 0.024640000000000006 0.10648500000000001 -0.45963999999999994 -0.03898999999999999 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 25 4 7 10 28 8 12 -5 11 21 13 -1 -14 24 23 -13 19 -17 -7 -3 -15 -10 -16 26 -2 -19 -4 -9
right_child=1 5 6 9 -6 20 -8 29 16 -11 -12 17 14 22 15 18 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014112147457778135 0.00070215452631326952 0.00056730644003805206 0.0013086708068712804 0.0011491204567915291 0.00089419754100293885 0.00099191508396578041 0.00077739275678867048 0.001578687470830576 0.0012331669951538677 0.00076765064383599205 0.00036094111853627437 0.0008694169346478072 0.0012972896021237704 0.00085266065977762542 0.0011609307457419004 0.00079809642203933434 0.00085645305879294552 0.00075761980870190781 0.0011986965013844933 0.0011533941728280404 0.00063284610110499401 0.00020593428501552836 0.0011602996067673552 0.0010887291012987451 0.001392442357245936 0.00097124713953900953 0.00094990804092760079 0.00042951377323914726 0.0011167059998083689 0.0013437984127276906
leaf_weight=22 189 22 52 34 48 27 35 47 146 61 112 37 1326 37 35 23 22 20 325 33 20 23 25 122 87 24 23 28 79 37
leaf_count=22 189 22 52 34 48 27 35 47 146 61 112 37 1326 37 35 23 22 20 325 33 20 23 25 122 87 24 23 28 79 37
internal_value=0 0.00074931 0.000898867 0.00123622 0.00124973 0.000541275 0.0011053 0.0012572 0.00124888 0.000904177 0.000483429 0.000588957 0.00126481 0.00109051 0.00127281 0.00120829 0.00114383 0.000698202 0.00117059 0.00100747 0.00083912 0.000382605 0.000976709 0.00116742 0.00132603 0.000753665 0.000729033 0.000566225 0.00119291 0.00147522
internal_weight=0 691 402 2430 2335 289 166 2287 2203 95 242 130 1913 84 1829 503 290 85 381 56 47 45 62 268 122 236 212 48 131 84
internal_count=3121 691 402 2430 2335 289 166 2287 2203 95 242 130 1913 84 1829 503 290 85 381 56 47 45 62 268 122 236 212 48 131 84
is_linear=0
shrinkage=0.00196078


Tree=4060
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 4 4 0 0 0 2 16 2 4 12 11 4 15 4 15 2 3 16 3 4 40 0 157
split_gain=33.0695 4.15269 3.56539 2.60612 2.00387 1.35312 1.33079 1.20863 1.02557 0.870445 0.846658 0.797611 0.7487 0.73152 0.701061 0.594326 0.550067 0.512884 0.485274 0.45957 0.436211 0.84949 0.503613 0.433647 0.4267 0.383315 0.351368 0.344173 0.346664 0.329345
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.053180000000000012 0.40124500000000002 -0.16363499999999997 -0.067094999999999988 -0.23194499999999998 -0.079119999999999982 0.13754500000000003 -0.034884999999999992 0.10252500000000002 0.49041500000000005 0.13597000000000004 1.0000000180025095e-35 0.27834500000000006 -0.41942499999999994 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.31534000000000006 -0.44310499999999992 -0.15713499999999997 -0.036839999999999991 -0.079289999999999985 -0.23001499999999997 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 12 11 26 -6 14 -1 17 15 -7 27 -3 25 29 24 -14 22 -22 -12 -21 -8 -13 -5 -10 -29 -4
right_child=1 5 6 7 8 13 18 -9 9 -11 20 16 19 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012903235148831061 0.00044504480165855271 0.00053092886540457435 0.00080307607059471834 0.0011069147650497519 0.00096538668670574158 0.00033803613278292149 0.0010027847342985554 0.00046909352985825928 0.0005935550149509302 0.00029363983310759067 0.0010979664792098956 0.001085116945981595 0.00022530744098213628 0.00073404224530275485 0.00051228625227143435 0.00020838871545687012 0.00064931847033352632 0.0011910447524238561 0.00055890918111934707 7.9035885267281808e-05 0.00090404932595735614 0.00049345263590415314 0.00073280343749359547 -0.00026524995884039636 0.00081434611853393307 0.00093324086079546226 0.00084543578600031449 0.00068463844108096082 0.00098354025123020025 0.0010221330453654429
leaf_weight=22 181 30 27 29 35 47 66 29 28 30 53 73 40 29 71 82 24 69 21 39 76 26 20 22 154 512 62 26 35 1163
leaf_count=22 181 30 27 29 35 47 66 29 28 30 53 73 40 29 71 82 24 69 21 39 76 26 20 22 154 512 62 26 35 1163
internal_value=0 0.000432414 0.000947902 0.000593603 0.000783382 0.000264532 0.000980822 0.000817677 0.000656952 0.000600135 0.000927781 0.000998513 0.000184389 0.000489144 0.000657602 0.000294783 0.000940257 0.00102669 0.000843694 6.19723e-05 0.000882205 0.000799387 0.000997922 -4.51328e-05 0.000870878 0.000952193 0.000928764 0.000773529 0.000856139 0.00101716
internal_weight=0 590 2531 301 422 289 2109 120 225 190 197 1868 213 76 160 112 609 1259 241 101 175 102 73 61 220 585 91 89 61 1190
internal_count=3121 590 2531 301 422 289 2109 120 225 190 197 1868 213 76 160 112 609 1259 241 101 175 102 73 61 220 585 91 89 61 1190
is_linear=0
shrinkage=0.00196078


Tree=4061
num_leaves=31
num_cat=0
split_feature=1 148 4 3 15 157 1 132 49 150 51 1 15 11 51 1213 1453 49 12 132 479 52 474 13 41 13 3 160 0 13
split_gain=0.823024 0.166626 0.187385 0.205562 0.150096 0.15892 0.156809 0.166687 0.165434 0.153281 0.142671 0.181908 0.134938 0.253079 0.195698 0.1807 0.175204 0.158503 0.136646 0.18214 0.14089 0.130493 0.123547 0.120931 0.185715 0.149797 0.13589 0.183042 0.17197 0.133165
threshold=0.11146500000000002 -0.066239999999999979 -0.010655 0.149315 0.024640000000000006 -0.0091799999999999989 0.08864000000000001 0.08696000000000001 -0.014169999999999999 -0.075789999999999982 -0.40274499999999996 0.16773500000000005 -0.079249999999999987 0.077695000000000014 -0.22411499999999998 -1.0000000180025095e-35 -0.064249999999999988 -0.085174999999999987 0.096830000000000013 0.082150000000000015 0.07839500000000002 -0.057699999999999994 0.10607000000000001 0.054800000000000008 0.07677500000000001 -0.017449999999999997 -0.087319999999999995 -0.54913999999999985 -0.085754999999999984 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 21 6 -6 12 8 -8 -10 -4 -12 14 15 -1 -14 -17 -16 19 20 -18 -3 -11 24 25 26 28 -28 -7 -25
right_child=1 2 10 -5 5 23 7 -9 9 22 11 -13 13 -15 17 16 18 -19 -20 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.019133820929564536 -0.0024991936217515897 0.0082599891298461726 0.0094805059519678589 4.0876287359582343e-05 0.016610754019994702 0.0081424005010470365 0.0036184625733493981 -0.002315821939998347 0.0016341167993636594 0.007953097732908556 0.0032622599809473069 -0.0065655517042614523 -0.00089573549727598822 -0.0033745998844758353 0.017720173262059689 -0.00073175480250607834 0.0094502096458759441 0.008609813424892367 0.0050766707664089547 0.0022971881375483732 0.017908051237463952 0.017764806235209107 0.015949155101996095 0.0025765766603414154 0.016843255873649352 0.010621511038910847 0.017020880095272636 0.0080918512041706931 -0.00358228031122549 0.0089682917090665015
leaf_weight=20 39 52 34 23 27 29 143 23 36 242 323 20 24 22 20 22 317 423 98 34 21 20 21 61 31 351 24 529 22 70
leaf_count=20 39 52 34 23 27 29 143 23 36 242 323 20 24 22 20 22 317 423 98 34 21 20 21 61 31 351 24 529 22 70
internal_value=0 0.00378282 0.00430189 0.00827111 0.00817139 0.00902985 0.00750149 0.00598406 0.00641595 0.00775388 0.00330169 0.00268921 0.00820639 0.00712931 0.00945795 0.00757715 0.00799046 0.00902112 0.00839873 0.0092739 0.0099757 0.0109002 0.00859157 0.0088466 0.00922586 0.0089786 0.00802386 0.00847937 0.0030847 0.005992
internal_weight=0 511 472 95 2610 1144 1466 465 442 299 377 343 1001 538 463 516 492 443 470 372 338 72 263 1117 986 955 604 553 51 131
internal_count=3121 511 472 95 2610 1144 1466 465 442 299 377 343 1001 538 463 516 492 443 470 372 338 72 263 1117 986 955 604 553 51 131
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 48 43 10 0 401 15 123 3 9 4 10 4 2 133 0 151 16 15 41 41 2 14 51 0 47
split_gain=0.676109 0.195739 0.1572 0.159974 0.16405 0.13564 0.165056 0.110807 0.211275 0.191717 0.158615 0.150996 0.108391 0.104114 0.107662 0.0993705 0.150899 0.118172 0.0986366 0.105169 0.0985663 0.135043 0.0971321 0.099556 0.103944 0.0927096 0.0924562 0.129843 0.125509 0.0885618
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.081185000000000021 -0.078139999999999973 0.083685000000000009 -0.088249999999999981 -0.0069899999999999988 -0.019414999999999998 0.085900000000000018 -0.24436499999999997 0.12630500000000003 0.12178000000000001 0.081890000000000004 0.40124500000000002 1.0000000180025095e-35 0.50996500000000011 0.11870500000000002 0.087035000000000015 -0.10474999999999998 -0.092724999999999988 -0.5315899999999999 0.13592500000000005 0.088520000000000015 0.07831500000000001 0.12992500000000004 -0.10708499999999999 -0.065634999999999985 -0.050684999999999994 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 10 11 -2 15 20 14 22 17 -17 29 19 -7 -6 -22 23 24 25 -3 27 -19 -28 -9
right_child=7 13 3 -5 12 18 -8 9 -10 -11 -12 -13 -14 -15 -16 16 -18 26 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0017303304846531581 0.0075789165361944966 0.0076731691627823497 0.003542589369373253 0.013314243862571726 0.01433036167640239 0.0042869921793074663 -0.005676155146812239 0.012038660120709021 -0.0092739856444365755 -0.0054247882894494321 -0.0032903412468731404 -0.0040725514385849242 0.0027136153213425797 0.013620409899359122 0.0013134840099761885 -0.0057633529929444196 0.0061134012982897133 0.0024185886022314662 0.0015669286964581379 0.013859067936374975 0.00020453264721884178 0.0077887109611765488 0.0030178932705894113 0.0012224133551606666 0.013241366996828999 0.014058183817921774 0.0044118425352759295 0.013676988599555835 -0.004322041574466441 0.0044560151407495143
leaf_weight=28 29 2016 52 28 20 24 31 43 21 22 25 20 55 29 27 20 23 20 31 22 26 242 44 23 35 23 76 21 21 24
leaf_count=28 29 2016 52 28 20 24 31 43 21 22 25 20 55 29 27 20 23 20 31 22 26 242 44 23 35 23 76 21 21 24
internal_value=0 0.0072432 0.00557246 0.00595755 0.00554803 0.00290385 9.94438e-05 0.00266316 -0.000762982 0.00354923 0.00254685 0.00428591 0.00678146 0.0076683 0.00758868 0.00495997 0.00058933 0.00587674 0.00592678 0.00886494 0.00755831 0.00705293 0.00766782 0.00776538 0.00783794 0.00774519 0.00420381 0.00818509 0.002521 0.00932249
internal_weight=0 2756 559 531 503 160 83 365 75 290 54 268 343 2197 2168 248 43 205 77 46 288 268 2141 2097 2074 2039 138 41 97 67
internal_count=3121 2756 559 531 503 160 83 365 75 290 54 268 343 2197 2168 248 43 205 77 46 288 268 2141 2097 2074 2039 138 41 97 67
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 457 403 4 16 149 1446 0 131 131 13 16 12 40 3 47 1 133 2 34 3 133 0 3 479 15 16
split_gain=0.548319 0.178663 0.208999 0.16123 0.12844 0.105547 0.0942968 0.10201 0.0977103 0.0942689 0.0918036 0.126715 0.14402 0.128253 0.155041 0.117375 0.0916861 0.111885 0.130781 0.102431 0.0975366 0.0886904 0.16757 0.092211 0.102244 0.0910841 0.129922 0.086006 0.276658 0.0820308
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.10487 0.085340000000000013 0.053180000000000012 -0.097644999999999996 0.078320000000000015 0.11483500000000001 0.024095000000000002 0.096070000000000016 0.10548500000000001 -0.0025349999999999995 0.052820000000000013 0.096990000000000007 -0.084904999999999994 0.12178000000000001 0.096770000000000009 0.11061500000000002 0.086990000000000012 0.079055000000000014 -0.0011599999999999998 0.0022600000000000003 0.084415000000000018 -0.13027499999999997 -0.095524999999999985 0.083230000000000012 0.11657500000000001 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 16 7 -3 9 27 11 13 -13 15 -15 -2 20 18 21 -19 -5 22 -18 24 25 -23 -27 -9 -29 -8
right_child=10 6 -4 4 -6 -7 29 8 -10 -11 -12 12 -14 14 -16 -17 17 19 -20 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.01224729432356071 0.0013829092423605755 0.0097422734476809575 -0.003816638872600519 0.0054688175696702233 -0.00082870174406303302 0.011211258951767252 0.0075991678103491727 0.0070897207436672501 0.013579386248337953 0.00051340447617289817 -0.0022867077449336649 0.013235941853212274 0.0019186481113799593 0.0080480995074171443 -0.00037976031989923545 -0.0060943825766444212 0.0066632167393292641 -0.0045174074551323426 0.012267487901713579 0.004605365167662967 -0.0040590785613114182 -0.0031710553559518998 -0.0033344735942470536 0.0079140245953834999 0.0096132179308268759 -0.0025052191689610482 0.0070045646412444183 -0.0037339827013683729 0.01007899907899314 0.0040127650365282437
leaf_weight=32 131 142 26 21 36 29 96 1667 22 23 40 23 22 58 35 25 38 20 31 32 22 21 30 153 27 20 51 29 29 190
leaf_count=32 131 142 26 21 36 29 96 1667 22 23 40 23 22 58 35 25 38 20 31 32 22 21 30 153 27 20 51 29 29 190
internal_value=0 0.00649566 0.00494897 0.00535377 0.00493835 0.00535777 0.00691013 0.00716346 0.00695657 0.00687321 0.00220799 0.00281951 0.00770304 0.00193695 0.00487632 0.000184625 0.00499349 0.00544072 0.00604959 0.00109661 0.00059408 0.00548267 0.00225247 0.00629022 0.00420246 0.00261452 0.00432575 0.00695801 0.00317251 0.00521659
internal_weight=0 2787 589 563 531 495 2198 1912 1770 1748 334 294 45 249 93 156 466 423 371 52 43 340 68 272 119 92 71 1725 58 286
internal_count=3121 2787 589 563 531 495 2198 1912 1770 1748 334 294 45 249 93 156 466 423 371 52 43 340 68 272 119 92 71 1725 58 286
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=31
num_cat=0
split_feature=4 2 3 49 1375 2 48 2 48 96 52 14 16 15 2 14 1416 16 128 12 399 128 16 402 0 402 403 4 16 4
split_gain=0.466389 0.179621 0.125837 0.140711 0.129389 0.121563 0.116989 0.104698 0.0940345 0.0955043 0.118794 0.158255 0.145386 0.154805 0.138381 0.11643 0.090761 0.0986948 0.226343 0.121718 0.117836 0.114663 0.148139 0.116792 0.295436 0.218267 0.173819 0.128843 0.142378 0.116127
threshold=0.26790000000000008 0.17025000000000004 -0.07359499999999998 0.14321000000000003 -0.27302499999999996 -0.0091949999999999983 -0.091869999999999993 0.25063000000000007 0.12118000000000002 0.086715000000000014 -0.065544999999999978 -0.10708499999999999 -0.4714549999999999 -0.42198999999999992 0.13501500000000002 -0.46825999999999995 1.0000000180025095e-35 -0.083539999999999989 0.11170500000000001 0.080890000000000017 0.088190000000000018 0.084155000000000021 -0.082404999999999992 0.08865000000000002 -0.086409999999999987 0.083170000000000008 -0.083919999999999981 0.0049200000000000008 0.46043000000000006 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -4 -6 -7 8 9 10 15 -12 -13 -14 -15 -2 17 19 21 -1 -21 22 -19 25 -25 27 -26 29 -29 -24
right_child=7 -3 3 -5 5 6 -8 -9 -10 -11 11 12 13 14 -16 -17 -18 18 -20 20 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.014401244053927563 0.0039899592020083219 -0.001446966780702386 -0.0021342709174622661 -0.00050039041515750188 0.0015143681863056763 0.012748944193784459 0.0056396215442233799 -0.0042560105755304299 -0.0032185275752383935 -0.0027848971649431266 0.0096423944392881825 0.0049369025246434623 -0.0067197006285333863 0.0088138356671801626 -0.0028088224912062292 -0.0066710776405497678 0.012406905988231302 -0.0016888493837681241 -0.0039745992262159354 0.0067416512351941337 0.012658708708153832 0.0095174914397913122 0.013760513770394028 0.0016086365292338951 0.019878533821214329 -0.0021603405971213113 0.009487269623205067 -0.0018041181065861812 0.0062405897849451076 0.0060559916562218478
leaf_weight=24 20 33 23 45 70 24 651 24 26 26 46 147 26 21 20 21 25 26 23 517 36 88 20 38 22 35 60 44 44 896
leaf_count=24 20 33 23 45 70 24 651 24 26 26 46 147 26 21 20 21 25 26 23 517 36 88 20 38 22 35 60 44 44 896
internal_value=0 0.00588624 0.00597551 0.00493452 0.00525298 0.00548104 0.0058924 0.00213515 0.00256967 0.0030299 0.00353217 0.00432106 0.00317723 -0.000683554 0.00314425 -0.00147057 0.00642141 0.00634151 0.00585716 0.00742942 0.00712685 0.00603479 0.00577616 0.00594363 0.00889743 0.00560248 0.0122752 0.00587309 0.00221824 0.00622421
internal_weight=0 2744 2711 813 768 745 675 377 353 327 301 260 214 67 41 41 1898 1873 1296 577 553 1273 1185 1159 120 1039 82 1004 88 916
internal_count=3121 2744 2711 813 768 745 675 377 353 327 301 260 214 67 41 41 1898 1873 1296 577 553 1273 1185 1159 120 1039 82 1004 88 916
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=31
num_cat=0
split_feature=2 1 399 0 96 3 39 1456 1348 43 43 0 34 160 160 157 43 159 2 40 1 16 1419 1 16 51 51 484 3 4
split_gain=0.38762 0.18104 0.189472 0.15023 0.137189 0.151897 0.137062 0.121549 0.112323 0.0926329 0.149673 0.122308 0.127902 0.11441 0.145882 0.112844 0.100672 0.107412 0.0963846 0.122662 0.093628 0.0918076 0.143631 0.163953 0.178318 0.122868 0.123066 0.24747 0.105753 0.106023
threshold=0.13404500000000005 0.089770000000000016 1.0000000180025095e-35 0.034820000000000011 0.086715000000000014 -0.24210499999999999 -1.0000000180025095e-35 -0.083354999999999999 0.089175000000000018 -0.03898999999999999 -0.011694999999999999 -0.15090499999999998 -0.085739999999999983 0.11655500000000001 0.089640000000000011 -0.08107499999999998 -0.04652499999999999 0.10620500000000001 0.10252500000000002 -0.063404999999999989 0.13820500000000002 0.19444000000000003 0.086325000000000013 0.085110000000000005 0.25792000000000009 -0.22411499999999998 -0.095144999999999993 -1.0000000180025095e-35 -0.14477499999999996 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 6 5 -3 -2 -7 9 11 -11 -9 -13 14 15 -12 17 18 -14 -20 -17 25 23 24 -23 -1 27 -27 29 -28
right_child=3 2 -4 -5 -6 7 -8 8 -10 10 13 12 16 -15 -16 20 -18 -19 19 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.013627330533095769 -0.0059959958420631662 0.011352980323135854 -0.0041658952452794272 -0.0062946482598781597 -0.0013982426997972653 0.010817335010506213 0.0026924037942523964 -0.0033015764264510599 -0.0031018201616548357 0.012998256801317136 0.010284185990252916 -0.0040975180733948948 0.0060281474389675058 -0.0023170346172437782 0.013577961416449397 0.0037719557834819898 -0.0019795120405033235 -0.0010817308397963643 0.0055758861343040032 -0.0046143611139130031 0.010528303096494215 -0.0056641372636443491 0.0099636290895322235 0.01115508244699976 0.0031966461413039278 0.0065793450750214495 0.01149913448501717 -0.0063912386967179676 0.0059015674180635195 0.0037376652229189258
leaf_weight=21 20 32 27 25 40 28 197 27 21 24 34 20 239 21 20 303 25 30 27 21 22 27 33 21 143 38 66 24 1521 24
leaf_count=21 20 32 27 25 40 28 197 27 21 24 34 20 239 21 20 303 25 30 27 21 22 27 33 21 143 38 66 24 1521 24
internal_value=0 0.00521292 0.00409264 0.00104594 0.00433137 0.00458773 0.00189163 0.00433659 0.00411901 0.00430552 0.00532794 0.00319111 0.00367537 0.00486772 0.00526582 0.00480275 0.00412993 0.00461174 0.00520688 0.00111765 0.00422931 0.00577423 0.00387163 0.00281909 0.00178935 0.00602581 0.0059304 0.00155847 0.00609865 0.00942941
internal_weight=0 2879 961 242 934 894 217 862 834 813 424 389 362 400 379 359 342 317 287 48 325 1918 224 191 170 1694 1673 62 1611 90
internal_count=3121 2879 961 242 934 894 217 862 834 813 424 389 362 400 379 359 342 317 287 48 325 1918 224 191 170 1694 1673 62 1611 90
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 2 14 42 2 49 376 1 159 15 43 15 4 1 43 12 0 2 52 1 16 47 2
split_gain=38.7141 6.33016 3.22737 2.66626 2.35088 2.09854 1.63378 1.23384 1.22399 0.878702 0.796041 0.704455 0.647913 0.6421 0.624126 0.530718 0.462845 0.428579 0.42416 0.407973 0.69007 0.503632 0.42664 0.396877 0.682248 0.396165 0.394189 0.341145 0.339827 0.331876
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.089775000000000008 0.062655000000000016 -0.0060199999999999993 0.14960000000000004 -0.054984999999999992 0.080200000000000007 0.091195000000000012 0.082585000000000006 1.0000000180025095e-35 -0.080324999999999994 -0.41942499999999994 -0.013514999999999998 0.086455000000000018 0.064745000000000011 0.092855000000000007 -0.13843999999999998 -1.0000000180025095e-35 0.12418000000000001 0.13075500000000004 -0.059624999999999991 0.090280000000000013 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 15 6 8 11 9 14 -4 16 -2 27 -1 23 25 -12 -13 21 -21 -10 -23 -3 -25 -6 29 -9 -14 -5
right_child=1 4 10 26 7 -7 -8 13 19 -11 17 18 28 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012565904674311278 0.00077818932165752992 0.00068289773096278457 0.0011607163796556611 0.00092397495951193945 0.00030422737311002694 0.00079193304255193863 0.00069725164820994034 0.00061838929544175863 0.0012200610789979307 0.0014821735292118465 0.00083822467633276338 0.00035594532735640358 0.0012455029610829065 0.0003285312792286277 0.0011422371117600675 0.00050175957893760505 0.00065809824972663052 0.00052047509888759229 3.7877096123445558e-05 0.0011341081337449853 0.00084959808290654027 0.00081693719841752352 0.0011391942505398634 0.00065549680777068008 0.0011394372051642611 0.00059073888851553583 0.00042791310385831331 0.00094292717821457806 0.0010375011850286414 0.00061823547470803348
leaf_weight=1106 23 79 22 21 96 48 24 33 414 59 51 27 58 20 220 38 24 24 40 366 36 22 56 21 24 23 24 20 63 39
leaf_count=1106 23 79 22 21 96 48 24 33 414 59 51 27 58 20 220 38 24 24 40 366 36 22 56 21 24 23 24 20 63 39
internal_value=0 0.000652245 0.00118325 0.000917915 0.000516127 0.00119771 0.00120617 0.0004083 0.00121153 0.00124804 0.000832749 0.000331966 0.00107986 0.000627891 0.00123762 0.000704492 0.000409701 0.000736545 0.000166054 0.00115497 0.00110863 0.00119283 0.0010483 0.00076662 0.000913598 0.000359604 0.000640293 0.000740856 0.0011372 0.000725244
internal_weight=0 673 2448 228 445 2351 2303 283 2279 1385 97 210 144 73 1326 162 143 75 67 894 402 492 78 124 45 119 84 53 121 60
internal_count=3121 673 2448 228 445 2351 2303 283 2279 1385 97 210 144 73 1326 162 143 75 67 894 402 492 78 124 45 119 84 53 121 60
is_linear=0
shrinkage=0.00196078


Tree=4067
num_leaves=31
num_cat=0
split_feature=4 2 40 0 11 12 2 16 52 0 123 16 51 0 3 2 43 16 4 10 474 455 133 12 48 15 13 11 12 49
split_gain=0.426302 0.152946 0.158498 0.113344 0.110542 0.208837 0.154919 0.139431 0.126693 0.123288 0.126335 0.101115 0.150763 0.137386 0.0980568 0.097437 0.106055 0.146794 0.117008 0.0955808 0.0937417 0.0927826 0.0904055 0.119287 0.0857933 0.0849472 0.0813113 0.172899 0.133451 0.118791
threshold=0.26790000000000008 0.10005000000000001 0.051255000000000002 -0.094299999999999981 1.0000000180025095e-35 0.09320500000000001 -0.0091949999999999983 0.062650000000000025 0.088785000000000017 -0.07384499999999998 0.083855000000000013 -0.0092699999999999987 -0.064959999999999976 -0.14920999999999998 0.63141500000000017 0.31098000000000003 -0.073404999999999984 -0.0034149999999999996 -0.27825499999999997 -0.15282499999999996 -0.13289499999999999 0.088965000000000002 -0.038089999999999992 0.097325000000000009 0.12118000000000002 -0.074054999999999996 0.10820000000000002 0.084110000000000004 -0.10022999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 6 7 9 8 -6 -1 -11 13 -13 -3 19 16 17 -5 -18 -2 -8 -22 -20 -24 26 -19 27 28 -21 -30
right_child=14 2 -4 15 5 -7 20 -9 -10 10 -12 12 -14 -15 -16 -17 18 25 22 24 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0074360403617342507 -0.0028970530442893505 0.01125221867537634 -0.0041833803279414062 0.013005402194158661 0.012751984414889625 0.001176856313153015 0.012632464782324283 0.019044054178521036 0.0029190569324418904 -0.0072768409969285134 0.0025878317163300678 0.0049554292675262936 -0.0055294028225034708 0.0024462298387763919 -0.0046904188627377155 -0.0011798251428574856 0.0069821112633690063 0.010713586315601048 0.0060906250913276231 0.0090420581674312845 0.005987686234663182 0.012245150318570571 -0.00499395895797837 0.0030216506259266016 -0.0026290348954498767 0.0041237212976598199 -0.0012180879458107731 0.011961784288287163 0.0010644161127681608 0.0069085663173940369
leaf_weight=26 30 22 21 42 38 24 22 20 20 20 37 24 32 91 20 21 128 27 59 34 1869 24 24 82 25 71 33 25 166 44
leaf_count=26 30 22 21 42 38 24 22 20 20 20 37 24 32 91 20 21 128 27 59 34 1869 24 24 82 25 71 33 25 166 44
internal_value=0 0.00570962 0.00436145 0.00464948 0.00612306 0.00933414 0.00595913 0.0118441 0.00936132 0.00172952 -0.000873457 0.00243873 -0.0010359 0.00416067 0.00212335 0.00547242 0.00579505 0.00805913 0.00471323 0.00250507 0.00614245 0.00606702 0.00295313 0.0012068 0.00300068 0.0059393 0.00346671 0.00404143 0.00322992 0.0022889
internal_weight=0 2744 644 623 2100 102 1998 78 58 83 57 169 56 113 377 454 433 140 293 357 1915 1893 165 106 327 98 302 269 244 210
internal_count=3121 2744 644 623 2100 102 1998 78 58 83 57 169 56 113 377 454 433 140 293 357 1915 1893 165 106 327 98 302 269 244 210
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 14 42 2 1 12 4 4 1 1 0 39 160 15 10 2 159 160 4 15 16 16
split_gain=36.9484 6.49724 3.95338 3.23743 2.21255 1.93256 1.25759 1.07718 1.07089 0.880447 0.802858 0.759592 0.614386 0.593286 0.563445 0.501502 1.00128 0.394092 0.355882 0.336887 0.305548 0.295451 0.329932 0.29319 0.283651 0.414002 0.281171 0.27921 0.502966 0.270613
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.091265000000000013 0.13082500000000002 0.13501500000000002 0.11474000000000002 0.062655000000000016 -0.0060199999999999993 0.14838000000000004 0.086920000000000011 0.08401500000000002 0.27834500000000006 -0.015039999999999998 0.089770000000000016 0.075045000000000014 -0.038659999999999993 0.08456000000000001 -1.0000000180025095e-35 -0.40580499999999992 -0.38124499999999995 -0.0091949999999999983 0.082585000000000006 -1.0000000180025095e-35 0.0067750000000000006 -0.095869999999999983 -0.012324999999999997 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 9 11 15 -6 12 -5 14 -1 27 -4 17 -17 18 -7 -12 -16 -13 -23 -21 25 -3 -15 -14 -29 -27
right_child=1 2 6 10 8 7 -8 -9 -10 -11 19 21 13 26 20 16 -18 -19 -20 23 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0010687850114085825 0.0010236938756009251 0.0007357184652671267 0.000468762589031532 0.0009702073280664689 0.00090513864459068171 0.00099262461568153082 0.00057881951813793832 0.00064973722978988108 0.00042506158447174158 0.0012816226236512772 0.00032606493718191691 0.00018469873876368988 0.00099126878698868625 0.0010281142355614691 0.0003711705496595576 0.00093315149973216647 0.00058829612925462022 0.001102365764652759 0.00081370772621302547 0.00043739701164703741 0.0001410007256114342 0.00010742509244557689 -0.00020805368618548005 0.00073826105526991 0.00034869650203385065 0.00050273477223514184 0.00083264625106409793 0.00048802680244632794 0.0009131885961790625 0.00029532146380341259
leaf_weight=1029 76 24 41 22 80 264 37 48 23 62 20 33 21 324 30 321 36 105 51 20 85 25 26 33 70 110 31 20 23 31
leaf_count=1029 76 24 41 22 80 264 37 48 23 62 20 33 21 324 30 321 36 105 51 20 85 25 26 33 70 110 31 20 23 31
internal_value=0 0.000482832 0.000415994 0.000996678 0.000558312 0.00101111 0.000242336 0.000934798 0.000797937 0.00105281 0.000641857 0.000190461 0.00104301 0.000979717 0.000271407 0.000952408 0.000898376 0.000998334 0.000963657 0.000542902 0.000201045 4.01344e-05 -5.34072e-05 0.000624727 0.000453284 0.000497655 0.00101105 0.000805946 0.000715439 0.000457133
internal_weight=0 691 615 2430 338 2335 277 825 103 1510 95 240 1448 419 156 777 357 420 315 73 115 84 51 53 235 165 355 64 43 141
internal_count=3121 691 615 2430 338 2335 277 825 103 1510 95 240 1448 419 156 777 357 420 315 73 115 84 51 53 235 165 355 64 43 141
is_linear=0
shrinkage=0.00196078


Tree=4069
num_leaves=31
num_cat=0
split_feature=1 2 44 16 16 474 3 160 157 3 13 160 4 1429 156 0 4 3 131 131 41 11 11 401 1 484 402 1429 4 1212
split_gain=0.454349 0.146143 0.101407 0.0946773 0.122613 0.210227 0.224098 0.142687 0.105548 0.101925 0.0946084 0.112848 0.088114 0.0872696 0.0871205 0.206296 0.18634 0.104234 0.129433 0.114479 0.0789468 0.121139 0.134677 0.096199 0.106518 0.193884 0.288448 0.26753 0.167442 0.130865
threshold=0.11829500000000003 0.10005000000000001 1.0000000180025095e-35 0.51222500000000004 -0.015314999999999997 0.10008000000000002 -0.10217499999999997 -0.26568499999999995 0.10977500000000003 -0.074479999999999977 -0.08971999999999998 0.089640000000000011 -0.0073899999999999999 -0.092414999999999983 0.10339000000000002 0.024095000000000002 0.50194500000000009 -0.13309499999999996 0.096070000000000016 0.10548500000000001 0.10065500000000001 0.080455000000000013 0.085155000000000022 0.084905000000000022 0.076935000000000017 -1.0000000180025095e-35 0.0089800000000000019 0.084770000000000012 0.23246000000000003 0.12218000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 7 6 -6 -3 9 -8 -9 -12 -11 -1 15 17 -17 -2 -19 -20 21 23 -23 24 29 -26 27 28 -27 -15
right_child=14 3 -4 -5 5 -7 8 10 -10 12 11 -13 -14 20 -16 16 -18 18 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.01199297580214289 0.0088900968374218802 0.011860332892586789 0.013220716222366764 0.0071066524898633354 -0.0058115915432082194 0.010205686084348067 0.0087745944601802846 0.0015771754318848253 -0.0040476721106097102 0.0041790254143494613 0.0046670454798793549 0.010706092835076758 -0.0020345503372620004 0.0063067766825017774 0.0071186425717314709 0.0017448464315384625 -0.011905803258996457 0.0010290109232820603 0.011839095142710469 0.0017490402372045953 6.2857945782265491e-05 0.01608044866902324 0.0059968192645572819 0.0081760555581422527 0.0084234992132835151 0.0054689319303926308 -0.0072116299363022499 -0.0053864141353047812 -0.0031045724075132362 0.0144696180569008
leaf_weight=26 24 30 21 125 38 29 31 76 20 74 189 37 33 1091 32 20 20 224 23 22 21 26 27 200 122 448 22 26 24 20
leaf_count=26 24 30 21 125 38 29 31 76 20 74 189 37 33 1091 32 20 20 224 23 22 21 26 27 200 122 448 22 26 24 20
internal_value=0 0.00588937 0.00630695 0.00461949 0.00406133 0.00225907 0.0010833 0.00528275 0.00274156 0.00372551 0.00462935 0.00565574 0.00226269 0.00623623 0.00213484 0.00165592 -0.00508048 0.00257556 0.00201218 0.00690618 0.00616239 0.00622624 0.0109435 0.00609822 0.00586116 0.00483573 0.00399398 0.00448901 0.00503299 0.00645372
internal_weight=0 2756 2074 682 557 225 196 332 158 138 302 226 107 2053 365 333 40 293 269 45 2027 2006 53 1953 1753 642 520 498 472 1111
internal_count=3121 2756 2074 682 557 225 196 332 158 138 302 226 107 2053 365 333 40 293 269 45 2027 2006 53 1953 1753 642 520 498 472 1111
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 4 1 2 14 1 4 1 15 50 4 43 0 15 2 150 159 12 12 15 40 4 3 0
split_gain=51.0073 8.5287 5.53901 4.9725 2.59052 1.62135 1.6547 1.52593 1.43786 1.31806 1.23923 0.731679 0.703055 1.27721 0.647207 0.547485 0.546408 0.52352 0.521239 1.56015 0.47438 0.471219 0.535648 0.453116 0.448958 0.442391 0.410531 0.40116 0.364143 0.362884
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.090425000000000019 0.14285500000000004 0.40945500000000007 -0.013514999999999998 0.09253500000000002 0.13501500000000002 0.062655000000000016 0.091195000000000012 -0.013514999999999998 0.089770000000000016 0.024640000000000006 0.086295000000000011 0.40124500000000002 0.064745000000000011 -0.10474999999999998 -0.10469999999999999 -0.0091949999999999983 0.083555000000000004 0.082585000000000006 0.092855000000000007 0.095780000000000018 -0.12563999999999997 -0.065259999999999999 0.50644500000000015 -0.017889999999999996 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 10 6 26 -4 -5 12 11 18 17 24 21 -7 -9 -6 19 -1 -13 22 -2 -19 -14 -15 -3 -24 -8 -23
right_child=1 5 7 8 9 15 28 16 -10 -11 -12 20 13 25 -16 -17 -18 23 -20 -21 -22 29 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00171651917812871 0.0009219376461842365 0.00062486734277769629 0.0014649403385824009 0.0012807313582699879 0.0014307330328839892 0.00028429248800383543 0.00065731805584886497 0.0012029467743743989 0.00077752516593284759 0.0010163868624896567 0.0017450698113750484 0.0010713542803746311 0.0013817371512116893 0.001162703254205339 0.0010904676463528006 0.00062935061689711931 0.00089271817032863447 0.001008149867409529 0.0014856040657397294 0.0011166050051357231 0.001381069053127619 0.00085501446972151534 0.00046570396479119586 0.0013458849575255765 0.0012349345505023009 0.00075028943756193516 0.00095064496123083966 0.00081952490455129234 0.00040306230290976312 0.00055553212104474798
leaf_weight=25 81 20 73 34 389 90 32 58 61 48 59 21 214 20 24 22 35 21 1083 50 201 21 22 56 128 20 58 28 67 60
leaf_count=25 81 20 73 34 389 90 32 58 61 48 59 21 214 20 24 22 35 21 1083 50 201 21 22 56 128 20 58 28 67 60
internal_value=0 0.000793619 0.000978319 0.00139736 0.00141525 0.000536699 0.000653526 0.00125275 0.00095762 0.00133248 0.00146679 0.00145489 0.00135038 0.00128802 0.000785286 0.000352072 0.00108619 0.00140149 0.00147466 0.00131658 0.00135177 0.000750738 0.000823429 0.00125378 0.00132679 0.000956496 0.000867112 0.000663844 0.000485246 0.000633176
internal_weight=0 691 402 2430 2335 289 177 166 95 896 1439 1380 848 382 236 112 93 466 1158 75 222 212 131 77 342 40 78 50 99 81
internal_count=3121 691 402 2430 2335 289 177 166 95 896 1439 1380 848 382 236 112 93 466 1158 75 222 212 131 77 342 40 78 50 99 81
is_linear=0
shrinkage=0.00196078


Tree=4071
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 14 2 4 42 150 2 2 2 1447 15 1 2 1 475 43 16 4 2 133 0 151 16 42 3
split_gain=32.4982 3.92033 3.43862 2.34076 2.20714 1.40038 1.12691 1.12553 0.992171 0.83517 0.791584 0.913725 0.714488 0.512328 0.565399 0.496853 0.44866 0.754231 0.359167 0.349659 0.342711 0.292054 0.286801 0.286211 0.57104 0.279673 0.267263 0.265272 0.463072 0.345932
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.42051500000000003 0.076975000000000002 0.14285500000000004 0.40124500000000002 -0.0060199999999999993 1.0000000180025095e-35 0.13501500000000002 -1.0000000180025095e-35 0.089775000000000008 -0.082869999999999985 -0.41396999999999995 0.083345000000000016 0.096325000000000008 0.091785000000000019 -0.07550999999999998 -0.016814999999999997 0.13751500000000003 -0.03898999999999999 0.10981000000000002 0.048520000000000008 -0.080119999999999983 -0.014594999999999999 0.0057500000000000008 0.084050000000000014 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 6 7 12 26 22 -4 11 19 25 18 -15 -7 -16 -18 27 -6 -12 -13 -5 24 -2 -1 -3 29 -29 -14
right_child=1 5 9 8 10 15 -8 -9 -10 -11 20 21 13 14 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00099143396455831094 0.00091003567214105636 0.00048831343187935464 0.001073292680018301 0.0011967466850599346 0.0011541099031912344 0.00032126224700296203 0.0013495056188841856 0.00031240566170470598 0.00061079114335485215 0.00064664211454114925 0.00089986429129745448 0.00059333869043968026 0.0011609553252389881 0.0013057260040860055 0.0010618413837140547 4.778314676230958e-05 0.00067323847219658982 0.0011479479146194967 0.0010532915510443862 0.00099586299047643321 0.00054891129982644223 0.00090423393594561946 0.00095577344627064819 0.00052329715269711324 0.00050232498319584783 0.00069585942827603395 0.00073424834038831894 0.0011789254200403061 0.00093220385368296302 0.00091765369181437872
leaf_weight=32 25 23 22 27 64 113 75 55 29 89 20 26 971 33 416 33 31 22 193 333 23 21 64 128 28 20 65 59 58 23
leaf_count=32 25 23 22 27 64 113 75 55 29 89 20 26 971 33 416 33 31 22 193 333 23 21 64 128 28 20 65 59 58 23
internal_value=0 0.000557647 0.00106866 0.000714261 0.00108414 0.00039453 0.00111386 0.000532445 0.000926622 0.000731203 0.000966167 0.000990768 0.00110435 0.00111088 0.00105765 0.000259448 0.00104019 0.000870288 0.00113137 0.00102137 0.000712145 0.000732249 0.00102727 0.00057347 0.000694641 0.000877751 0.00066997 0.00114493 0.00105662 0.00115533
internal_weight=0 590 2531 301 2420 289 1933 143 120 111 487 444 1858 1806 502 146 469 53 1304 397 43 47 91 181 53 52 88 1111 117 994
internal_count=3121 590 2531 301 2420 289 1933 143 120 111 487 444 1858 1806 502 146 469 53 1304 397 43 47 91 181 53 52 88 1111 117 994
is_linear=0
shrinkage=0.00196078


Tree=4072
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 4 150 0 49 4 4 1 12 4 47 3 157 52 0 15 49 0 4 1
split_gain=109.776 17.0811 11.3644 9.66372 5.93654 5.59068 3.36376 3.35321 2.98252 2.83434 2.2582 2.13071 1.60285 1.43454 1.73949 1.39436 1.30459 1.04841 0.887897 0.844926 0.822566 0.585663 0.527747 0.509736 0.469516 0.465413 0.4495 0.424904 0.389002 0.361339
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.14960000000000004 0.40473500000000007 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.40945500000000007 0.0082450000000000006 0.085605000000000014 0.09141500000000001 -0.52556499999999995 0.090100000000000013 -0.010424999999999999 -0.08107499999999998 -0.56176499999999996 -0.07929499999999999 -0.095869999999999983 -0.053364999999999996 -0.14454499999999995 -0.036839999999999991 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 7 10 13 -5 12 15 -6 23 14 17 -4 18 27 19 -15 29 -17 -20 -7 -21 -19 -10 -1 -2 -3
right_child=1 2 6 8 11 9 -8 -9 26 -11 -12 -13 -14 16 -16 21 -18 25 22 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017938300420967616 0.0017587214346025503 0.00071513516310563934 0.00068434201933449625 0.0015107424656893831 0.0014762815920334104 0.0018082729001450382 0.00090628273737733802 0.002115603552085941 0.0009430989678927634 0.0010250367916240875 -3.8865910226756099e-07 0.00085303015544328808 0.0010595278158435546 0.0021349788220235656 0.0018928813129208966 0.00047249907377389333 0.0015065551628351639 0.0014520562564333279 0.0013570742446835302 0.0017699760805618915 0.0010044126684511268 0.00017891355555845438 0.0016752593871027176 0.001541485028515303 0.0016436289500572955 0.0010808026847475474 0.00061080184380414928 0.001444434102820963 0.0014407119942423789 0.00051094317580269611
leaf_weight=23 50 148 48 34 71 30 37 79 34 48 79 30 26 23 36 41 104 20 21 970 33 72 439 335 128 37 29 32 21 43
leaf_count=23 50 148 48 34 71 30 37 79 34 48 79 30 26 23 36 41 104 20 21 970 33 72 439 335 128 37 29 32 21 43
internal_value=0 0.000755065 0.000647787 0.00164923 0.000896502 0.00167425 0.000355973 0.00172007 0.00104272 0.0014747 0.000271133 0.00129116 0.00152991 0.00170302 0.00151794 0.000404364 0.00171928 0.00139742 0.00173327 0.00176304 0.000718554 0.000285436 0.00166073 0.00156341 0.00175525 0.00121107 0.000790137 0.00159055 0.00166466 0.000669165
internal_weight=0 673 602 2448 325 2351 277 1912 97 439 240 101 391 1833 148 161 1685 112 1581 1121 224 113 460 365 1098 57 63 55 71 191
internal_count=3121 673 602 2448 325 2351 277 1912 97 439 240 101 391 1833 148 161 1685 112 1581 1121 224 113 460 365 1098 57 63 55 71 191
is_linear=0
shrinkage=0.00196078


Tree=4073
num_leaves=31
num_cat=0
split_feature=1 2 0 4 3 12 9 44 4 3 2 1446 159 52 402 4 133 160 160 2 124 34 2 1204 401 1446 4 12 4 129
split_gain=0.916676 0.254638 0.145639 0.14728 0.122943 0.145894 0.114114 0.112642 0.119315 0.164603 0.111637 0.121618 0.11076 0.145344 0.13642 0.220603 0.158041 0.120195 0.143778 0.165913 0.107368 0.115189 0.164385 0.104776 0.101658 0.116313 0.180486 0.334945 0.134969 0.15268
threshold=0.11829500000000003 0.10005000000000001 -0.13843999999999998 0.42642000000000008 0.31370500000000007 -0.42850999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082249999999999976 0.092670000000000016 0.15361500000000003 0.10734500000000001 -0.085489999999999997 0.11277500000000001 0.10842 -0.083249999999999977 -0.010614999999999998 -0.085834999999999981 -0.054789999999999998 0.085045000000000023 0.05852000000000001 -0.038779999999999995 0.11870500000000002 -0.08725999999999999 1.0000000180025095e-35 0.037915000000000011 -0.079329999999999984 0.086505000000000012 -0.077999999999999986 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 20 -6 -1 8 12 23 11 -4 -8 14 15 17 -17 -14 -19 -20 21 -2 -23 -10 25 26 27 -25 -28 -30
right_child=4 2 10 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.0038355751763802116 -0.00048621745347710596 0.0031903567351830573 0.0083113311523498237 0.012135641540711124 0.0051337309921269912 -0.0031706477989376126 0.016252525605959817 0.016631926691625269 0.015794898795242523 0.0018421284814498255 0.00070470693436535921 0.0003491411521099508 0.016804786622524263 0.0022319009041656622 0.0039388499057461173 0.012144389607012272 0.024070719645824287 0.0016034009334232127 0.012240130340781164 0.0080383645830625974 -0.0021654077766773603 0.0091900753353495179 0.0035186406428856982 -0.0051834004265921456 0.0109870585622654 0.011069206072096813 0.01457899607717991 0.0072043314053455952 0.0084428960845704011 -0.00038935596588999036
leaf_weight=41 35 149 470 21 34 56 30 20 21 35 22 20 25 23 31 25 20 21 185 191 24 83 133 28 168 141 35 99 915 20
leaf_count=41 35 149 470 21 34 56 30 20 21 35 22 20 25 23 31 25 20 21 185 191 24 83 133 28 168 141 35 99 915 20
internal_value=0 0.00850765 0.00683141 0.00429536 0.00317468 -3.3438e-05 0.00905885 0.00916419 0.00908999 0.00861735 0.00767346 0.00798634 0.0103441 0.0100038 0.0103628 0.0107892 0.017445 0.0100795 0.00965598 0.0101057 0.00422461 0.00483561 0.00569794 0.00878353 0.00867881 0.00836557 0.00801807 0.00447318 0.00848219 0.00825397
internal_weight=0 2756 682 170 365 90 2074 2033 2013 1462 512 490 551 521 498 467 45 422 397 376 275 251 216 1427 1406 1238 1097 127 970 935
internal_count=3121 2756 682 170 365 90 2074 2033 2013 1462 512 490 551 521 498 467 45 422 397 376 275 251 216 1427 1406 1238 1097 127 970 935
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 1 4 47 0 15 0 376 49 2 4 12 4 159 150 43 16 52 2 51 16 16 1 2
split_gain=29.6882 5.09953 2.44345 2.04128 1.82591 1.80829 1.02491 0.91703 0.893667 0.892839 0.687293 0.817662 0.561985 0.550767 0.549054 0.487081 0.455701 0.505095 0.433138 0.392552 0.515929 0.387389 0.331246 0.320746 0.320312 0.316804 0.309862 0.296952 0.280281 0.285425
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.11690500000000002 0.062655000000000016 0.09253500000000002 0.033845000000000007 0.085505000000000012 -0.11173999999999999 -0.098289999999999975 -0.079119999999999982 0.080200000000000007 -0.054984999999999992 0.25063000000000007 -0.49013999999999996 0.08401500000000002 0.27834500000000006 0.082585000000000006 1.0000000180025095e-35 -0.11008499999999999 -0.10850999999999998 0.12418000000000001 0.11474000000000002 0.13995500000000002 0.11346000000000002 -0.039889999999999988 0.13075500000000004 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 19 8 -4 10 15 11 -1 25 -11 -2 23 21 -18 22 20 24 -14 -10 -7 -3 -12 -6 -13 29 -5
right_child=1 5 7 28 26 9 -8 -9 18 13 12 27 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012327118150876593 0.00069173869826782226 0.00087390404565436809 0.0010034048177340554 0.00083305419766329194 0.00054277014914411224 0.00031343070213261015 0.0012866783166264231 0.0006015408596150249 0.001047886772945784 0.00066675928218377716 0.0011196729676300368 0.0006811713372669604 0.00090070765392453057 0.00028488345517247327 0.001015122535283208 7.9092558679167864e-05 0.00079297883778989059 0.0010337684876415903 0.00070008569747315793 0.00045435955542282919 0.00054704898394158095 0.0011991553787702048 0.00090914550207433749 0.00054180434864556999 0.00058698033988754071 0.00091558897806928046 0.0008589518938791306 0.00095780025802406606 0.00040434483188399252 0.00055373735265134866
leaf_weight=22 24 52 34 22 26 152 84 61 149 53 1160 37 20 20 127 30 36 481 22 38 61 102 119 28 21 30 22 25 24 39
leaf_count=22 24 52 34 22 26 152 84 61 149 53 1160 37 20 20 127 30 36 481 22 38 61 102 119 28 21 30 22 25 24 39
internal_value=0 0.000593018 0.00105362 0.000826905 0.00106616 0.000471705 0.00107411 0.000745366 0.001066 0.000375338 0.00108138 0.000907952 0.00108934 0.000562136 0.000963724 0.000310404 0.00104244 0.001017 0.00096457 0.000630263 0.000680146 0.00115023 0.000986282 0.000348955 0.000791364 0.00111453 0.000687687 0.000792715 0.00058385 0.000654475
internal_weight=0 691 2430 236 2335 455 2287 95 2203 283 1913 84 1829 73 151 210 639 517 290 172 134 122 268 180 73 1190 48 62 85 61
internal_count=3121 691 2430 236 2335 455 2287 95 2203 283 1913 84 1829 73 151 210 639 517 290 172 134 122 268 180 73 1190 48 62 85 61
is_linear=0
shrinkage=0.00196078


Tree=4075
num_leaves=31
num_cat=0
split_feature=1 3 148 4 1 12 484 16 12 39 2 2 0 2 1 151 13 43 132 3 43 457 43 49 0 4 16 130 1455 1444
split_gain=0.888335 0.161398 0.166872 0.178382 0.147507 0.148943 0.157115 0.184832 0.166677 0.113662 0.111642 0.109373 0.253948 0.105962 0.0978105 0.110354 0.0931925 0.140127 0.0903511 0.155908 0.0891779 0.0881347 0.0869369 0.0945108 0.0846328 0.108678 0.201558 0.121607 0.106687 0.105726
threshold=0.11146500000000002 0.31299000000000005 -0.079184999999999992 -0.010655 0.089770000000000016 0.087925000000000017 -1.0000000180025095e-35 0.52822500000000006 1.0000000180025095e-35 0.087880000000000014 0.11144000000000001 0.10644500000000001 0.034820000000000011 0.13622000000000004 0.10871500000000002 0.079100000000000018 -0.14819499999999997 0.035560000000000008 0.10613500000000002 0.42240500000000009 -0.081944999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10877000000000002 -0.23194499999999998 0.022185000000000003 -0.10850999999999998 -0.072444999999999982 0.10625500000000002 -0.084274999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 11 6 -6 8 14 13 21 16 22 20 15 -8 17 -1 19 -3 -5 -7 23 -13 -18 27 -27 -26 29 -29
right_child=1 18 3 9 5 10 7 -9 -10 -11 -12 12 -14 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0088418807697427625 -0.003966784779913724 0.0014240852446080401 0.0097027587474553621 0.0020473148397825384 0.01416144768241793 0.014475916538919723 0.0049197894032658954 0.013009789389056656 -0.0043757350095325991 0.0019696347940735882 0.01590683749062009 0.011506590418681066 -0.0017611123011286917 0.0013745290017686785 0.0095664816118139588 -0.002329300785762219 0.015156688621652354 0.018491367568020469 0.0057848975707132091 -0.0086724446574226021 0.008444242751683248 0.0077782642118800734 0.0054186613544200861 0.0062258159367802532 0.01310763832720113 0.0089055836846766712 0.0011499613892131796 0.0020018110563978556 0.0027527416447320815 0.0093262684062008477
leaf_weight=34 20 65 77 27 20 21 168 26 21 123 20 94 29 40 38 24 23 27 26 20 113 305 75 53 80 111 48 20 26 1347
leaf_count=34 20 65 77 27 20 21 168 26 21 123 20 94 29 40 38 24 23 27 26 20 113 305 75 53 80 111 48 20 26 1347
internal_value=0 0.00400005 0.00493625 0.00540483 0.00855941 0.00724454 0.00560182 0.0049838 0.00415242 0.00431262 0.00865463 0.00898924 0.0070395 0.00591366 0.00493108 0.00401365 0.00927443 0.013113 0.000626342 -0.000951569 0.00721055 0.00820971 0.00818913 0.00960264 0.00913294 0.00904805 0.00656426 0.00931616 0.00909841 0.00921911
internal_weight=0 511 400 380 2610 643 297 277 251 303 346 1967 251 180 230 192 1716 61 111 85 140 326 222 147 1655 1632 159 1473 1393 1367
internal_count=3121 511 400 380 2610 643 297 277 251 303 346 1967 251 180 230 192 1716 61 111 85 140 326 222 147 1655 1632 159 1473 1393 1367
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=31
num_cat=0
split_feature=4 2 3 149 1375 2 49 10 3 3 0 13 484 160 10 2 43 0 15 11 472 1444 4 0 1451 4 0 12 483 16
split_gain=0.726915 0.224921 0.189907 0.139292 0.133317 0.136847 0.127453 0.123862 0.11132 0.106309 0.0972104 0.125595 0.0961997 0.112259 0.092238 0.127123 0.0909781 0.090056 0.0884265 0.113053 0.098199 0.0884987 0.217663 0.100544 0.113869 0.100955 0.111561 0.134319 0.11219 0.098345
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 0.07770500000000001 -0.27302499999999996 -0.0091949999999999983 0.14321000000000003 -0.079859999999999987 0.30112000000000005 0.12745000000000004 -0.070154999999999981 -0.0093149999999999986 0.096415000000000015 -0.076689999999999994 1.0000000180025095e-35 0.11704500000000001 -0.0064299999999999991 -0.15931499999999996 -0.15914499999999995 0.10334500000000001 1.0000000180025095e-35 -0.083894999999999983 -0.51253999999999988 -0.074824999999999989 0.078660000000000022 -0.085594999999999991 -0.14001499999999997 0.082480000000000012 -0.090599999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 7 -4 10 8 -2 9 -7 -6 -12 13 16 15 17 -9 -15 -1 20 21 -20 -23 24 25 -24 -27 -28 -29 -30
right_child=3 -3 4 -5 5 6 -8 12 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=0.012875336641445757 -0.0031190821805443521 -0.00063067775494842371 -0.0010978314053753148 0.0095180360101429495 0.0081900158215181106 0.0073699800209492588 0.0018150542418218472 0.0038108722844089459 0.0026689934176848764 0.012574438394845597 0.0044282741704152837 -0.0055915699679065841 -0.003168989203307623 0.0026638939554686661 -0.0023124532563515996 0.001183202112241535 0.012548449508507142 0.0097812319849617784 0.0018240116028623147 0.00064546041423454883 0.015173513824120164 0.016651841687659423 0.010175086667374472 0.0065930130278980641 0.013706555026583373 0.0010079900617711247 0.015444038816106818 0.013078137904522009 0.0080228852850863196 0.0049230123358859641
leaf_weight=40 39 33 23 28 21 599 44 26 47 42 29 22 24 32 34 107 22 40 22 20 20 30 236 369 40 23 24 40 930 115
leaf_count=40 39 33 23 28 21 599 44 26 47 42 29 22 24 32 34 107 22 40 22 20 20 30 236 369 40 23 24 40 930 115
internal_value=0 0.00757575 0.00767473 0.00275121 0.00640894 0.00662369 0.00703285 0.00216643 0.00736655 0.00771099 0.00246383 0.000105988 0.00288971 0.00344683 0.00246232 0.00336925 0.0078156 0.00661797 0.00822309 0.00812352 0.00820441 0.0081282 0.00820496 0.00806235 0.00844743 0.00829365 0.00790141 0.00804438 0.0078807 0.00768175
internal_weight=0 2769 2736 352 827 804 732 324 688 641 72 51 285 261 213 179 48 72 1909 1869 1849 1829 1807 1777 1408 1368 1132 1109 1085 1045
internal_count=3121 2769 2736 352 827 804 732 324 688 641 72 51 285 261 213 179 48 72 1909 1869 1849 1829 1807 1777 1408 1368 1132 1109 1085 1045
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=31
num_cat=0
split_feature=1 2 454 47 402 376 482 2 2 4 133 1 14 4 3 42 1 13 1 3 49 454 11 41 0 1429 50 1210 48 160
split_gain=0.59074 0.16964 0.126875 0.0996556 0.162308 0.130599 0.124239 0.148122 0.174002 0.122001 0.110493 0.108526 0.0983328 0.0976157 0.13816 0.208874 0.129584 0.11166 0.0949899 0.090161 0.106817 0.08964 0.0888532 0.103796 0.0873509 0.12698 0.134446 0.131857 0.131048 0.139346
threshold=0.11829500000000003 0.10252500000000002 -0.037229999999999992 0.085505000000000012 0.09388500000000001 0.080200000000000007 0.090355000000000005 0.13501500000000002 -1.0000000180025095e-35 0.50996500000000011 0.088385000000000005 0.13869000000000004 0.076975000000000002 -0.42529999999999996 -0.10217499999999997 0.081660000000000024 0.10538500000000002 -0.08971999999999998 0.12577000000000002 -0.078584999999999988 0.10877000000000002 -0.082299999999999984 0.075910000000000019 0.079885000000000025 -0.076234999999999983 0.086825000000000013 0.089465000000000017 -0.080364999999999978 0.091150000000000023 -0.085834999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 6 -5 7 8 9 -2 11 -9 21 -4 15 16 -15 -16 -10 20 -19 -1 -14 -24 -23 26 27 -26 29 -29
right_child=3 2 13 5 -6 -7 -8 10 18 -11 -12 -13 22 14 17 -17 -18 19 -20 -21 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.013773889895528555 -0.0039327963751049771 -0.0022802602654943866 0.0086812572742111221 0.0068755443326531081 -0.0069365951842406681 -0.001930949069736969 0.0093935850118710244 0.0007274123063931863 0.0036124937797219238 0.0048036131633897175 0.0054347676038742068 -0.0065050908046342983 0.006036560376482418 -0.0094317844380566382 0.0018911215564003216 0.0075212415619586998 0.0019517276994884016 0.011338482865147175 0.012464537630202594 0.0055720336098364527 0.0029501850903034211 0.0073840369599354862 0.016503716385782217 0.0076361887547219259 -0.0034893949050456285 0.01255387493964428 0.00875147400987367 0.011136855154099977 -0.00057798270136117942 0.0047112979963896112
leaf_weight=20 31 21 89 85 21 21 22 42 22 33 20 41 28 20 64 28 20 63 27 285 20 1613 33 22 20 26 90 40 38 216
leaf_count=20 31 21 89 85 21 21 22 42 22 33 20 41 28 20 64 28 20 63 27 285 20 1613 33 22 20 26 90 40 38 216
internal_value=0 0.00682914 0.00535759 0.002548 0.00149092 0.00513086 0.00223452 0.00150536 0.00400549 0.000571915 -0.0012375 -0.00284527 0.00724742 0.00562991 0.00508677 0.000896965 -0.00374003 0.00574627 0.00849015 0.00641673 0.00931721 0.00711165 0.0106222 0.0129567 0.00704643 0.00577999 0.00534405 0.0043674 0.00490187 0.00571529
internal_weight=0 2756 610 365 259 106 238 216 113 64 103 83 2146 589 500 68 40 432 49 368 83 2063 83 55 2043 430 404 314 294 256
internal_count=3121 2756 610 365 259 106 238 216 113 64 103 83 2146 589 500 68 40 432 49 368 83 2063 83 55 2043 430 404 314 294 256
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 47 14 1 2 34 0 2 4 52 13 43 3 3 1447 133 159 1 15 12 3 1 12
split_gain=39.0283 6.33171 3.81666 3.28968 2.1009 2.00379 1.56614 1.28819 1.25873 1.10135 1.00353 0.909332 0.692889 0.680542 0.594995 0.49152 0.451747 0.39982 0.357986 0.37857 0.603556 0.31089 0.322456 0.3448 0.503608 0.401389 0.316261 1.15389 0.297695 0.297541
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.089775000000000008 -0.022174999999999997 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 -0.23091999999999999 -0.090999999999999984 0.27834500000000006 -0.56176499999999996 -1.0000000180025095e-35 -0.04890499999999999 0.11658 0.0022600000000000003 -0.082954999999999987 0.017095000000000003 0.082585000000000006 0.085110000000000005 0.091295000000000015 0.086915000000000006 -0.045649999999999989 0.091195000000000012 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 9 -3 13 11 14 -5 12 -4 -7 -1 -14 -15 -17 -6 20 -20 -18 23 25 -25 26 27 -23 -16 -24
right_child=1 2 8 10 18 7 -8 -9 -10 -11 -12 -13 15 16 28 17 21 -19 19 -21 -22 22 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010491100158177169 0.001340246939468433 0.0012381516453323143 0.00041818280373588369 0.0012466924507793947 0.00065393393800831305 0.00098350745025982855 0.0007658401730598187 0.00096641841225266715 0.00090634534653684861 0.0016585296176525001 0.00082630212525009383 0.00037377355420590479 0.00091146941013707245 0.0015013869989423843 0.0014027217769041042 0.00050553835204785889 0.0014847653647473849 0.00083561012613561864 0.0007691735400010447 0.00071689131955166095 0.0011333145288860095 0.0007266997769109759 0.0014079036181307136 0.0012773948090621383 0.0016319497484786837 0.0013245625280532516 0.0012246396367280709 0.0012480849952661945 0.0013218440364085441 0.0012911409019828464
leaf_weight=20 76 83 45 34 75 26 40 48 37 59 61 99 32 43 1102 43 32 21 42 68 30 25 123 67 20 98 153 47 208 264
leaf_count=20 76 83 45 34 75 26 40 48 37 59 61 99 32 43 1102 43 32 21 42 68 30 25 123 67 20 98 153 47 208 264
internal_value=0 0.00080632 0.000740338 0.00133443 0.000880173 0.00134898 0.00108455 0.00127938 0.00056971 0.00139638 0.000976758 0.000517812 0.000618945 0.00129611 0.00138476 0.000713052 0.00130543 0.000613843 0.000763248 0.00082181 0.000920899 0.00129527 0.00128766 0.00124934 0.0013589 0.00121983 0.00117421 0.00106705 0.00138988 0.00132825
internal_weight=0 691 615 2430 338 2335 123 946 277 1389 95 240 141 898 1330 96 872 64 215 140 72 829 797 410 87 323 225 72 1310 387
internal_count=3121 691 615 2430 338 2335 123 946 277 1389 95 240 141 898 1330 96 872 64 215 140 72 829 797 410 87 323 225 72 1310 387
is_linear=0
shrinkage=0.00196078


Tree=4079
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 10 44 147 48 1 15 484 160 3 43 13 13 12 15 51 3 1 1 13 13 1209 15 1 3 3
split_gain=0.627986 0.193605 0.165258 0.114067 0.112903 0.107764 0.102776 0.0928773 0.085368 0.08066 0.0795218 0.0771776 0.105484 0.111029 0.174546 0.0958332 0.0904284 0.0767685 0.0720839 0.17918 0.114858 0.256695 0.130922 0.121524 0.144719 0.148817 0.156577 0.145673 0.120011 0.17749
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 -0.079859999999999987 1.0000000180025095e-35 0.090635000000000007 0.13983000000000004 0.11146500000000002 -0.082809999999999981 0.096415000000000015 -0.23686999999999997 -0.010424999999999999 -0.05647499999999999 0.05868000000000001 -0.41572999999999993 -0.054684999999999991 1.0000000180025095e-35 -0.040379999999999992 -0.12711499999999995 0.081670000000000006 0.077565000000000009 0.0036400000000000004 -0.017449999999999997 0.083050000000000013 0.083195000000000005 0.088340000000000016 -0.087319999999999995 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 8 18 -6 -3 12 -7 15 -15 -14 -16 -18 -1 -20 21 22 -21 24 25 26 -22 -26 -28 -30
right_child=3 10 -4 -5 9 11 -8 -9 -10 -11 -12 -13 13 14 16 -17 17 -19 19 20 23 -23 -24 -25 27 -27 28 -29 29 -31
leaf_value=0.0070874747199320591 -0.0027580839945958594 0.0057497011763831219 -0.0011152942786398143 0.0088247389299795035 0.006013712929331002 0.010141890762107713 0.012519890658142864 0.002499274929239717 0.001040652054361999 0.0005080444984404104 -0.00079127203377826912 -0.0025800776396257183 0.0071023952029645445 -0.0054760223974219778 -0.0024585949320074484 0.00049242618936865077 0.009902023051399738 0.0027011626248917824 0.016916328937868062 0.012544491514094145 -0.001986645460128784 0.021481107622385028 0.0027066354057751598 0.005124468225803154 0.0091421870091464366 0.011398877194695562 0.0014707779925730493 0.015787624856028217 0.014903751338521641 0.0069535114596770758
leaf_weight=1286 39 34 23 28 111 21 41 37 20 35 41 24 75 33 24 31 20 57 23 31 20 20 24 153 250 77 36 38 30 439
leaf_count=1286 39 34 23 28 111 21 41 37 20 35 41 24 75 33 24 31 20 57 23 31 20 20 24 153 250 77 36 38 30 439
internal_value=0 0.00718544 0.00732496 0.0027012 0.00739764 0.002172 0.00755397 0.00747201 0.0075472 0.00469386 0.00217397 0.00284665 0.00334566 0.00275099 0.000837998 0.00516929 0.00290099 0.00457152 0.00760082 0.00817939 0.00799965 0.0117795 0.00825161 0.00772786 0.0081754 0.00729341 0.00669127 0.010019 0.00703495 0.00746206
internal_weight=0 2769 2694 352 2671 324 2525 2484 2447 146 75 285 261 240 134 106 101 77 2427 1141 1118 75 55 1043 890 602 525 288 505 469
internal_count=3121 2769 2694 352 2671 324 2525 2484 2447 146 75 285 261 240 134 106 101 77 2427 1141 1118 75 55 1043 890 602 525 288 505 469
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 0 15 0 2 1 2 34 1 2 13 15 4 3 160 12 157 16 2 4 151 0
split_gain=25.5985 4.11188 2.60127 2.19363 1.44921 1.29648 0.919681 0.828415 0.776051 0.756733 0.794576 0.621387 0.593592 0.579134 0.53776 0.493672 0.376523 0.35398 0.355662 0.34377 0.308882 0.336956 0.372721 0.305222 0.276688 0.264135 0.246039 0.319498 0.236729 0.23143
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.13082500000000002 -0.11173999999999999 -0.098289999999999975 -0.079119999999999982 0.11474000000000002 0.09253500000000002 0.14838000000000004 -1.0000000180025095e-35 0.083345000000000016 0.13404500000000005 -0.072819999999999982 -0.092919999999999989 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 0.09320500000000001 -0.23976499999999998 -0.039889999999999988 0.099185000000000009 -0.55119499999999988 -0.088784999999999989 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 7 9 14 10 -1 24 -6 -5 15 -4 29 18 -17 -18 23 22 -22 26 -11 -12 27 -13 -3 -9
right_child=1 2 8 13 12 -7 -8 16 -10 11 25 20 -14 -15 -16 17 19 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091881911418070349 0.00075751732699899817 0.00044192420720469715 -1.2670181669327299e-05 0.000667938221817473 0.00066326452565251609 0.00044791260911106114 0.00097489019574981833 0.00084000268495863892 0.00039753602718575114 0.00061926604421050455 0.00037987854452157182 0.0011692714136020809 0.00030584074116176199 0.00034858090209537277 -3.4025813376593617e-05 0.00018376056048936628 0.0006341917186225974 0.00010849577246927746 0.00048324350900704561 0.00033142202465084533 0.00036402601383480368 0.00073773014686141 0.00068573047149285242 0.00067684867379736466 0.00082004889413419722 0.00064077480529508028 0.00075564745393599949 0.00085694650155862724 0.00027633121592784466 0.00067693628021591162
leaf_weight=22 76 40 45 34 80 48 84 41 37 27 37 20 23 61 84 31 46 50 30 21 20 452 45 36 1163 25 32 34 195 182
leaf_count=22 76 40 45 34 80 48 84 41 37 27 37 20 23 61 84 31 46 50 30 21 20 452 45 36 1163 25 32 34 195 182
internal_value=0 0.000327247 0.000274075 0.000754949 0.000389518 0.000766832 0.000773526 0.000765848 0.00013321 0.000780652 0.000598677 0.000789009 0.000583451 0.000462877 9.24598e-05 0.000160567 0.00066819 0.000230799 0.000331047 0.000539294 0.000739689 0.000718747 0.000586744 0.000828433 0.000815493 0.000485079 0.000891888 0.000972622 0.000304517 0.000706917
internal_weight=0 691 615 2430 338 2335 2287 2203 277 1913 84 1829 103 95 240 156 290 111 61 67 639 517 65 122 1190 62 86 54 235 223
internal_count=3121 691 615 2430 338 2335 2287 2203 277 1913 84 1829 103 95 240 156 290 111 61 67 639 517 65 122 1190 62 86 54 235 223
is_linear=0
shrinkage=0.00196078


Tree=4081
num_leaves=31
num_cat=0
split_feature=1 105 2 4 402 12 123 147 9 13 4 132 14 40 151 43 40 11 124 131 133 133 2 133 160 128 11 12 13 1
split_gain=0.623518 0.188005 0.260588 0.167134 0.134852 0.137954 0.122809 0.10187 0.102301 0.146473 0.108495 0.103536 0.125465 0.11395 0.123742 0.106453 0.102021 0.100903 0.0986465 0.0891374 0.0822023 0.173695 0.111392 0.104458 0.147313 0.100057 0.0970521 0.158839 0.107293 0.144614
threshold=0.10293500000000001 1.0000000180025095e-35 0.31358000000000003 -0.17966999999999997 0.093135000000000009 -0.12529499999999996 0.12630500000000003 0.10784000000000001 -1.0000000180025095e-35 -0.08971999999999998 0.27834500000000006 0.08696000000000001 -0.10708499999999999 -0.085774999999999976 0.050660000000000004 -0.083879999999999996 -0.077474999999999988 0.098860000000000017 -0.076779999999999987 0.096070000000000016 0.11524500000000001 0.12330000000000001 0.14122000000000004 0.10466000000000002 -0.015149999999999999 0.11836500000000001 0.080455000000000013 0.088930000000000023 0.038215000000000006 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 5 -5 7 8 16 10 -10 12 -11 -14 15 -15 -7 18 -1 -17 22 -22 23 25 -25 26 28 -28 -20 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 11 -12 -13 13 14 -16 19 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0040298091314583161 0.0080284755664963639 0.013506528371945024 -0.0057800538472032974 0.0099822030654382523 -0.0028658778637691285 0.0034581897772788524 -0.0042755793826654556 -0.003107306290240515 0.0042923580734558139 0.01081075573492111 -0.002116484323050827 0.00077021545497700571 -0.0014339690116922494 0.011026303144171835 0.013264076660076778 0.0033471222109237343 -0.0055690684666236251 0.00037210602091536637 0.0077355730030466696 0.0099201238481327891 -0.0012374887677530449 0.006730148215053665 0.00028866835404187444 0.0059958538400347941 0.016769178764273723 0.014530790889901774 0.0045429414184764028 0.01565785904854743 0.0066222860300331381 -0.00010019781300798059
leaf_weight=87 92 20 28 34 32 31 20 21 56 49 50 40 23 27 21 147 21 21 1587 24 30 311 20 22 30 21 20 36 160 40
leaf_count=87 92 20 28 34 32 31 20 21 56 49 50 40 23 27 21 147 21 21 1587 24 30 311 20 22 30 21 20 36 160 40
internal_value=0 0.00394368 0.00367657 0.00406143 0.00344907 0.00380736 0.00341124 0.00371268 0.00400557 0.0045045 0.00126932 0.00554054 0.00619626 0.00526192 0.00596514 0.00519101 -0.000187434 0.00727326 0.00733456 0.00426965 0.00746083 0.00602918 0.00771299 0.00779049 0.0122112 0.00766717 0.00758896 0.0116882 0.0074605 0.00527779
internal_weight=0 736 716 688 596 564 530 510 489 437 106 331 291 242 219 198 52 2385 2364 171 2277 341 1936 1916 52 1864 1843 56 1787 200
internal_count=3121 736 716 688 596 564 530 510 489 437 106 331 291 242 219 198 52 2385 2364 171 2277 341 1936 1916 52 1864 1843 56 1787 200
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 42 47 14 0 15 0 52 4 4 1 16 52 48 1447 3 160 16 1 2 4 15 4
split_gain=26.8257 4.5598 2.77891 2.30136 1.97933 1.39709 1.00382 0.887393 0.666157 0.63811 0.59489 0.608511 0.841793 0.607569 0.495558 0.56049 0.425915 0.436293 0.358083 0.351463 0.419002 0.412329 0.472056 0.587262 0.311024 0.28704 0.259594 0.25033 0.390539 0.250142
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.042705000000000007 -0.0060199999999999993 0.13082500000000002 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 -0.079119999999999982 1.0000000180025095e-35 0.24564500000000003 -0.17966999999999997 0.11669000000000002 -0.14771999999999999 -0.56176499999999996 0.093265000000000015 -0.054404999999999988 -0.097174999999999984 -0.081069999999999989 -0.039889999999999988 0.16540500000000002 0.087675000000000017 0.033845000000000007 -0.016799999999999995 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 16 7 -6 10 -5 25 11 12 -1 -13 15 18 -3 27 -9 -15 21 -21 23 -23 -14 -4 -12 28 -18 -2
right_child=1 2 9 8 6 -7 -8 14 -10 -11 26 13 24 19 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011996891691537039 0.0010911266375565488 0.00078957276907292947 0.00029767540344192875 0.0010062868589429108 0.0009237958264143902 0.00068745970866015927 0.00054781616606073928 0.0010850108154504769 0.00061705606424715235 0.00062049154172287904 0.0013023971945987434 0.0010670732772899735 0.00063909096568062795 0.0011679855232772389 0.0010278018477660024 0.00060582347101719759 0.00056160827778334863 0.00040519309414097251 0.00085662808202717163 0.0012106493142816949 0.00079147111647088434 0.00056034071699661366 0.0010100686013542568 0.00093507535745835594 0.00092219879054555702 5.626895708993157e-05 0.001072427472479153 0.00063450980426782324 0.00025158511678210826 0.00083956806516113068
leaf_weight=22 55 20 136 22 86 48 40 34 73 22 46 1191 37 41 110 28 61 123 118 32 42 20 427 82 25 22 32 84 21 21
leaf_count=22 55 20 136 22 86 48 40 34 73 22 46 1191 37 41 110 28 61 123 118 32 42 20 427 82 25 22 32 84 21 21
internal_value=0 0.000568517 0.000512524 0.00100635 0.000597309 0.00101852 0.000804437 0.00102547 0.000707194 0.000307625 0.00104019 0.00103337 0.000870173 0.00104084 0.000924116 0.000860753 0.000512849 0.000493699 0.000907714 0.000992317 0.000980373 0.000994515 0.000981441 0.000861598 0.000753247 0.000264062 0.00120805 0.000559278 0.000482212 0.00102162
internal_weight=0 691 615 2430 435 2335 126 2287 95 180 1997 1919 84 1835 290 180 309 289 152 644 603 561 529 102 62 158 78 166 82 76
internal_count=3121 691 615 2430 435 2335 126 2287 95 180 1997 1919 84 1835 290 180 309 289 152 644 603 561 529 102 62 158 78 166 82 76
is_linear=0
shrinkage=0.00196078


Tree=4083
num_leaves=31
num_cat=0
split_feature=1 4 2 2 41 34 1 16 133 12 484 160 12 40 4 482 16 0 50 160 16 1 1429 0 14 403 16 159 131 3
split_gain=0.624669 0.22385 0.183948 0.189046 0.145212 0.14504 0.115794 0.254068 0.180553 0.14221 0.11322 0.119771 0.111043 0.110691 0.15923 0.108982 0.104973 0.150653 0.140797 0.20369 0.248521 0.227717 0.139931 0.139686 0.132183 0.119564 0.108353 0.115418 0.128191 0.156556
threshold=0.096325000000000008 -0.17966999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.091290000000000024 -0.112215 0.13869000000000004 -0.11118499999999999 -1.0000000180025095e-35 -0.081419999999999979 -0.076559999999999975 0.090195000000000011 0.087215000000000015 -0.07632499999999999 0.50996500000000011 0.11816500000000001 0.0057500000000000008 0.062580000000000011 1.0000000180025095e-35 -0.061284999999999992 0.066275000000000014 0.080585000000000004 0.083810000000000009 -0.090809999999999988 0.091685000000000016 0.08332500000000001 -0.0007049999999999999 0.16394500000000004 0.077860000000000013 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 5 6 -3 8 9 -4 -8 -10 -12 -5 -7 -15 16 17 24 19 20 -18 -22 -20 -21 26 -25 27 28 29 -1
right_child=1 2 4 12 -6 13 7 -9 10 -11 11 -13 -14 14 -16 -17 18 -19 22 23 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0003988111239428131 0.0082675182743410219 0.0095433754124678669 -0.0040401776191881962 0.013798766470669459 0.010182333456098357 0.0045910516505290834 0.0088562647113576542 -0.010192425628580776 -0.0036103874587015959 -0.0020298812431671347 0.0033726560726600992 0.010914825947142874 0.0065324052575948272 -0.0064728246992947812 0.0034272317992872559 0.01363148487039975 -0.0052472908207139863 0.00015448544246072954 0.012347691547977976 0.012600860573972264 5.3246495372150097e-05 0.013828750438988208 0.0030030641027472237 0.0050467254921566888 0.015906139947474002 0.012591577529826243 0.011393935155794751 0.00052114751837823705 0.0098291776944875141 0.0074358755189488012
leaf_weight=26 122 25 36 24 22 52 20 24 21 30 249 23 170 33 32 28 37 26 59 33 30 20 22 242 20 23 77 23 232 1340
leaf_count=26 122 25 36 24 22 52 20 24 21 30 249 23 170 33 32 28 37 26 59 33 30 20 22 242 20 23 77 23 232 1340
internal_value=0 0.00429093 0.00365342 0.00540198 0.00227103 0.00262949 0.00183915 -0.00173499 0.00264306 0.00232458 0.00346421 0.00401041 0.00743134 0.00115216 -0.00159895 0.00743189 0.00735334 0.00770959 0.00602006 0.00522277 0.000965778 0.00556345 0.00980964 0.00646558 0.00782393 0.00570156 0.00772874 0.00755463 0.00765587 0.00728675
internal_weight=0 883 761 336 425 142 403 74 329 50 293 272 194 117 65 2238 2210 1744 466 385 87 50 81 298 1718 265 1698 1621 1598 1366
internal_count=3121 883 761 336 425 142 403 74 329 50 293 272 194 117 65 2238 2210 1744 466 385 87 50 81 298 1718 265 1698 1621 1598 1366
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=31
num_cat=0
split_feature=1 52 2 4 12 3 12 4 3 49 123 2 0 42 4 1 50 15 42 150 13 49 42 4 160 50 15 4 51 16
split_gain=21.0574 3.94575 2.07438 1.62501 1.36294 1.2832 0.812283 0.701374 0.585284 0.559257 0.550432 0.523021 0.547743 0.509893 0.459316 0.452605 0.405526 0.383656 0.371613 0.323436 0.320885 0.317824 0.307153 0.293004 0.348139 0.24133 0.267798 0.355344 0.350383 0.223683
threshold=0.104035 -0.40967499999999996 0.14285500000000004 0.27834500000000006 0.088105000000000003 -0.07359499999999998 0.051320000000000005 0.40473500000000007 -0.14186499999999996 0.14705000000000004 0.08128500000000001 0.088850000000000012 -0.11437499999999999 -0.0060199999999999993 -0.17966999999999997 0.12337000000000002 0.041865000000000006 -0.079929999999999987 0.08623500000000002 0.09487000000000001 -0.11122999999999998 -0.054984999999999992 0.11839500000000001 0.42051500000000003 -0.067824999999999983 -0.099524999999999988 -0.12255999999999999 -0.059649999999999988 -0.066639999999999991 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 -1 21 20 10 19 29 -13 -12 -3 -16 17 -4 -15 22 -8 -6 25 -17 -25 -7 -27 -28 -29 -10
right_child=1 2 16 -5 7 9 8 -9 11 -11 13 12 -14 18 15 23 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.00062941932586701684 0.00093109665459677399 0.00069244199164057827 0.00024395953162580631 0.00044400031367937724 0.00056767600519164901 0.0010682424100545735 0.0011980247861763901 0.00048922114985348853 0.00095899002653028324 0.00052544001254863657 0.00095202787834055289 0.00058673382980225521 0.00088948776284741198 0.00040902513288436273 0.00048671805101103982 0.00046791252820422522 0.00043750860430056757 -4.4637293620741679e-05 0.00072808159953531093 0.0006161704286932946 0.00099453218318921099 0.00084839941053507035 0.00070129602982194549 0.00047801646458752015 0.00018197830203276242 0.0010084016460414026 0.00093374941161512826 0.00063092174872853392 0.00084121494945861759 0.00085352567606279488
leaf_weight=34 76 28 77 30 20 26 43 47 972 23 20 24 538 25 203 41 30 23 32 20 97 69 38 21 56 50 140 36 198 84
leaf_count=34 76 28 77 30 20 26 43 47 972 23 20 24 538 25 203 41 30 23 32 20 97 69 38 21 56 50 140 36 198 84
internal_value=0 0.000509608 0.000457521 0.000897523 0.000516479 0.000903192 0.000929601 0.000682989 0.000935407 0.000825355 0.000837146 0.000924883 0.000876559 0.00068266 0.000451592 0.000430584 0.000237565 0.000177582 0.000588145 0.000860562 0.00105703 0.000785315 0.000870578 0.000334013 0.000262716 0.000884873 0.000873629 0.000855611 0.000808862 0.000950601
internal_weight=0 691 615 2430 485 2400 1792 136 1758 608 585 1618 562 77 349 321 130 100 57 508 140 89 488 118 77 450 424 374 234 1056
internal_count=3121 691 615 2430 485 2400 1792 136 1758 608 585 1618 562 77 349 321 130 100 57 508 140 89 488 118 77 450 424 374 234 1056
is_linear=0
shrinkage=0.00196078


Tree=4085
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 2 4 42 14 4 1 3 3 1 52 13 0 43 2 13 39 0 43 4 48 12 13 1
split_gain=52.9121 6.5498 5.90941 4.21857 3.6201 2.6296 2.44763 1.71525 1.4921 1.46401 1.22793 0.908025 1.62825 0.776775 0.990151 0.76507 0.665047 0.638235 0.589355 0.58759 0.675407 0.477571 0.447427 0.435459 0.424691 0.399544 0.370548 0.364907 0.360126 0.347525
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13604000000000002 0.36766000000000004 0.088105000000000003 0.14122000000000004 0.089885000000000007 0.40473500000000007 -0.0060199999999999993 0.076175000000000007 -0.013514999999999998 0.093100000000000002 0.31370500000000007 0.076840000000000006 0.091450000000000017 0.048770000000000008 -0.16152999999999998 -0.066089999999999996 -0.04890499999999999 0.11362000000000001 -0.0075049999999999987 0.08456000000000001 -0.036484999999999997 0.0034250000000000005 -0.036839999999999991 0.083685000000000009 0.095780000000000018 -0.47860499999999995 0.094715000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 5 6 19 7 10 -7 -4 15 17 27 14 23 -1 28 -9 -17 26 -21 -22 -11 -5 -19 -2 -3 -13 -15 -24
right_child=1 3 9 13 -6 8 -8 11 -10 22 -12 12 -14 16 -16 18 -18 24 -20 20 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014867391086313907 0.0015613412679732854 0.00050872488178493468 0.001406344921459276 0.00028379323144253149 0.00086515583666061779 0.001225870798031489 0.00095160954049732741 0.0010894589341766472 0.00073003248100270742 0.00058323514848655344 0.0017571800832332509 0.0013798740049136725 0.00086053607504498343 0.00029986516914280855 0.00085093330550177091 0.0013938763319833289 0.00050042917293277925 0.0014706857193093812 0.0010490597821389482 0.0010049859189172239 0.00056271460075858488 0.00082366932548728639 0.0011341253960249469 0.00059175503597483467 0.0013348857370319197 0.0012152816582620396 0.00074187978590820351 0.0012527016577231003 -5.9114653059346147e-05 0.00082741066679863833
leaf_weight=1128 29 76 22 41 45 70 41 21 35 20 58 246 30 21 28 206 29 374 21 37 52 56 20 31 116 23 40 134 22 49
leaf_count=1128 29 76 22 41 45 70 41 21 35 20 58 246 30 21 28 206 29 374 21 37 52 56 20 31 116 23 40 134 22 49
internal_value=0 0.000743758 0.00139581 0.000679529 0.0014161 0.000798556 0.00142654 0.00143488 0.00106059 0.000953423 0.0014778 0.00136904 0.00130031 0.000426251 0.000538061 0.00146584 0.00027096 0.00142419 0.00136198 0.000693139 0.000776353 0.000698024 0.000841464 0.000416388 0.00143854 0.00140828 0.000589123 0.00133503 0.000116201 0.000916313
internal_weight=0 590 2531 538 2420 366 2375 2334 105 111 1413 921 410 172 100 1355 72 511 227 261 145 108 89 72 490 52 116 380 43 69
internal_count=3121 590 2531 538 2420 366 2375 2334 105 111 1413 921 410 172 100 1355 72 511 227 261 145 108 89 72 490 52 116 380 43 69
is_linear=0
shrinkage=0.00196078


Tree=4086
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 42 4 14 2 4 0 15 4 1 475 12 1 47 39 42 43 43 15 48 4 0 13
split_gain=57.2123 9.32314 6.2338 4.84446 3.31966 3.06627 1.56964 1.53091 1.52551 1.40453 1.36555 0.912965 1.01351 0.81355 1.06671 0.872907 0.635787 0.62011 0.607416 0.696809 0.49738 0.451882 0.424235 0.584955 0.417623 0.40065 0.446883 0.39908 0.87285 0.437383
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.14960000000000004 0.13082500000000002 -0.076394999999999977 0.40473500000000007 0.062655000000000016 0.14753000000000002 0.42051500000000003 -0.10607499999999999 -0.11033999999999998 0.0061450000000000003 0.083345000000000016 -0.066784999999999983 0.088245000000000004 0.089770000000000016 0.090100000000000013 0.08456000000000001 -0.085874999999999993 -0.14792499999999997 -0.08595499999999999 -0.41942499999999994 0.086665000000000006 -0.49013999999999996 -0.026509999999999995 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 17 11 -5 -6 13 12 -4 14 -1 18 -16 -7 19 -15 24 -10 -19 -24 -3 -13 -27 -25 29 -29
right_child=1 2 7 8 9 6 -8 -9 21 -11 -12 25 -14 15 16 -17 -18 22 -20 -21 -22 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=0.0016355015856721212 0.0014977578131407038 0.00053129608807204022 0.00080177706695711622 0.0015216598574186908 0.0013840474543681395 0.0015773832778525508 0.00089633239933246045 0.00092298817565683404 0.00067945106196748558 0.00089762419178878285 0.0017998010569835472 0.00050857095983719417 0.00046783143913128921 0.0016045188614868015 0.0014624602150391129 0.0013733331088352739 0.0011399791584943697 0.0015273542515652572 0.0015154139210847135 0.0012949010199836334 0.0010431514267681861 0.0010193194907339158 0.0010117701540573263 0.0016006141901016234 0.00081224555138734536 5.9070638139635659e-05 0.00041261779586733812 0.0014643825607417297 0.0010086435542888 0.0013009090606175679
leaf_weight=46 76 23 54 21 74 60 26 37 21 33 76 32 99 769 40 108 57 52 745 29 32 53 20 24 176 28 27 113 28 142
leaf_count=46 76 23 54 21 74 60 26 37 21 33 76 32 99 769 40 108 57 52 745 29 32 53 20 24 176 28 27 113 28 142
internal_value=0 0.000849866 0.000769801 0.00148928 0.000948512 0.00150693 0.00136444 0.000551736 0.00105523 0.00123403 0.00154237 0.000494501 0.000585695 0.00153146 0.00138958 0.00154375 0.00127296 0.00139217 0.00155568 0.00159327 0.000816259 0.00092287 0.00136285 0.00133669 0.000779774 0.000334126 0.00023263 0.00135785 0.00133727 0.00137335
internal_weight=0 691 615 2430 338 2335 465 277 95 107 1870 240 153 1794 143 1651 97 439 1543 798 231 74 379 327 199 87 55 307 283 255
internal_count=3121 691 615 2430 338 2335 465 277 95 107 1870 240 153 1794 143 1651 97 439 1543 798 231 74 379 327 199 87 55 307 283 255
is_linear=0
shrinkage=0.00196078


Tree=4087
num_leaves=31
num_cat=0
split_feature=1 3 0 4 2 129 2 16 51 133 124 12 133 13 156 48 1447 48 4 130 2 2 43 150 13 13 16 1 155 15
split_gain=1.00515 0.258404 0.179161 0.12102 0.131929 0.12725 0.120594 0.108005 0.172824 0.128923 0.107917 0.101771 0.0967485 0.154239 0.130394 0.123375 0.132905 0.120032 0.102407 0.164524 0.150277 0.13148 0.0954154 0.183942 0.119991 0.105736 0.104836 0.0951973 0.0933388 0.0927145
threshold=0.10293500000000001 -0.034684999999999994 0.089620000000000019 0.40124500000000002 0.089005000000000015 -1.0000000180025095e-35 0.11018500000000002 -0.097644999999999996 0.11144500000000002 0.084415000000000018 0.0049200000000000008 1.0000000180025095e-35 0.017095000000000003 -0.16152999999999998 0.11386000000000002 0.090885000000000007 -0.081699999999999981 -0.031249999999999997 -0.068329999999999988 0.078550000000000023 0.10613000000000002 0.095040000000000013 -0.05647499999999999 0.12314500000000002 -0.0079349999999999993 -0.28558999999999996 -0.52595999999999987 0.085475000000000009 0.10022500000000002 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 10 4 7 -6 -2 9 -9 27 11 22 13 -7 17 16 -14 -15 19 20 21 -19 24 25 -3 -24 -27 -1 -18 -20
right_child=1 2 -4 -5 5 12 -8 8 -10 -11 -12 -13 15 14 -16 -17 28 18 29 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.016985016606155447 0.0091670038937894435 0.0045447099192236417 -0.0052014082404119632 0.0022015525266231798 0.0011053858125316246 2.6572842287588054e-05 0.0049983585272407672 0.010172402237689475 0.0012256113642996008 0.0074944799455503629 -0.001134365942219601 -0.0018589785830541092 0.017906098942393842 0.00096312565779637391 0.015032403141127103 0.0051157837485934195 0.010441825877137892 0.0075598067712447014 0.010325484481823802 0.017298411514743098 0.0013134185732765632 0.014177315853828309 0.0049373443271076983 -0.0024136753583496266 -0.003018762352358964 0.0039221126327498093 0.011085104317282372 0.010802529223146848 0.0036009101507564392 0.0061528143451380773
leaf_weight=66 188 94 21 22 21 23 110 1161 22 33 34 22 23 23 28 47 397 73 71 28 22 51 107 22 27 27 84 40 21 213
leaf_count=66 188 94 21 22 21 23 110 1161 22 33 34 22 23 23 28 47 397 73 71 28 22 51 107 22 27 27 84 40 21 213
internal_value=0 0.0053566 0.00381105 0.00958406 0.0096528 0.00881077 0.00762824 0.0103158 0.010006 0.0129527 0.00426492 0.00474423 0.00896941 0.00803663 0.00839858 0.00998628 0.0105054 0.00801241 0.00836642 0.0102768 0.00893017 0.0102815 0.00514664 0.006301 0.00285699 0.00718047 0.00934275 0.014652 0.0100981 0.00719598
internal_weight=0 736 438 2385 2363 1041 298 1322 1183 139 417 383 1020 532 509 488 441 481 458 174 146 124 361 240 121 218 111 106 418 284
internal_count=3121 736 438 2385 2363 1041 298 1322 1183 139 417 383 1020 532 509 488 441 481 458 174 146 124 361 240 121 218 111 106 418 284
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=31
num_cat=0
split_feature=1 3 3 0 49 151 150 2 2 0 0 12 42 4 15 124 131 2 0 13 483 133 12 3 16 2 3 16 52 160
split_gain=0.821263 0.162103 0.153309 0.151873 0.127131 0.168472 0.148979 0.128188 0.126623 0.128456 0.118716 0.107963 0.105135 0.0997956 0.0969731 0.0845562 0.108025 0.135576 0.143375 0.0917686 0.080593 0.111401 0.0780486 0.0766204 0.241676 0.0770665 0.0938295 0.104003 0.125134 0.0980693
threshold=0.11146500000000002 -0.028564999999999997 -0.07359499999999998 0.034820000000000011 0.15665000000000004 -0.090369999999999992 0.10980500000000001 -0.0091949999999999983 0.11474000000000002 -0.036484999999999997 -0.067094999999999988 1.0000000180025095e-35 0.090545000000000014 0.40124500000000002 -0.089964999999999976 0.0049200000000000008 0.10033500000000002 0.17760500000000004 -0.074824999999999989 -0.0075049999999999987 0.089245000000000005 0.085635000000000003 0.080890000000000017 0.11296500000000002 0.13751500000000003 0.090790000000000023 -0.070649999999999977 -0.012324999999999997 0.084240000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 11 15 5 -4 7 10 9 12 -7 -1 -2 22 -10 16 17 18 20 -20 21 -3 -13 25 -25 26 -9 28 -28 -29
right_child=1 3 4 -5 -6 6 -8 23 14 -11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0039097032764749155 0.015616138233703428 0.0025581962896784379 0.014655492699239403 -0.0051566639884739474 -0.00027209042613817889 0.0069800045101666396 -0.00016191561482156868 0.0048632509991406439 0.0060309221547554604 0.0024682222148403529 -0.0027160867365360586 0.013939024412044974 0.007989692364308033 0.0024915311505775087 -0.00082645369839156051 -0.001845324633578802 0.010724385628210646 -0.004638800586108118 0.0053153267553584143 0.013349990848274457 0.0071034025890624221 -0.005395955252017649 0.0090310128684217856 -0.0024894426828653265 0.011934003340346474 0.0073394293976634514 0.0061616928887087852 0.010978054938823334 0.013685552455218776 0.019772732440781381
leaf_weight=42 28 109 31 23 22 28 27 31 58 25 23 33 51 23 32 29 21 20 44 21 29 21 1784 26 21 371 60 32 35 21
leaf_count=42 28 109 31 23 22 28 27 31 58 25 23 33 51 23 32 29 21 20 44 21 29 21 1784 26 21 371 60 32 35 21
internal_value=0 0.00406233 0.00844619 0.00266899 0.00721392 0.00744719 0.00711614 0.0074194 0.00633907 0.00871569 0.00260726 0.00892286 0.0106927 0.00903729 0.00359274 0.0032812 0.00384222 0.0032499 0.00395425 0.00791114 0.00233665 0.00127329 0.00912015 0.00783048 0.00395508 0.00816165 0.00986582 0.0109137 0.00893364 0.0144627
internal_weight=0 511 2610 317 728 706 675 648 194 104 51 1882 79 1840 90 294 265 244 224 65 159 130 1817 597 47 550 179 148 95 53
internal_count=3121 511 2610 317 728 706 675 648 194 104 51 1882 79 1840 90 294 265 244 224 65 159 130 1817 597 47 550 179 148 95 53
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=31
num_cat=0
split_feature=1 12 44 4 475 43 13 484 1 40 1 15 4 0 1 3 131 402 133 402 43 403 1446 1420 1419 1374 49 49 484 484
split_gain=0.679874 0.192402 0.166887 0.165871 0.176948 0.137943 0.138986 0.143899 0.159195 0.17227 0.114106 0.11067 0.108806 0.103668 0.19603 0.105044 0.104706 0.0904055 0.148634 0.14301 0.152647 0.112774 0.10789 0.0840318 0.15128 0.0844826 0.113967 0.118955 0.128422 0.271544
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 -0.074744999999999992 -0.40263499999999991 0.066795000000000007 -0.070054999999999992 0.084785000000000013 -0.0061149999999999998 0.16773500000000005 -1.0000000180025095e-35 0.053180000000000012 -0.092404999999999973 0.089175000000000018 -0.045649999999999989 0.077555000000000027 0.08865000000000002 0.11269500000000002 0.113945 -0.022084999999999997 -0.0059799999999999992 0.11483500000000001 -0.080064999999999983 0.086325000000000013 0.086000000000000007 0.10969000000000002 0.098895000000000025 0.087020000000000014 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 -6 7 -7 9 -9 -2 -5 13 14 16 17 -3 22 19 20 -19 -21 23 24 -15 26 27 28 29 -25
right_child=10 12 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 15 -16 -17 -18 18 -20 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0091952848831460491 0.0033584500899302167 0.010296720286319609 0.013113837078950988 0.0035458002937957646 0.01277951024391729 -0.0029870367376133803 -0.0033096943981945517 0.0064420712796907703 0.0046663693017762855 0.017121585596190848 -0.0039180780563543996 -0.0069741988275200135 0.006070543357567685 0.0060653769284148111 0.0015323070566291396 0.00089694834813209526 0.016728311836486681 0.021194764980602833 0.0021919442679394375 0.013637983540279997 0.011473859215953522 0.0059991152494844498 0.0012237391322851184 0.0075885952318840407 0.017545669642277061 0.013052027103298442 0.0036967209540307525 0.014035166250541806 0.011282804193739379 -0.0038858902064107716
leaf_weight=97 342 162 30 20 23 20 20 44 272 23 23 20 278 22 23 21 30 21 22 27 70 68 25 1152 24 29 71 30 91 21
leaf_count=97 342 162 30 20 23 20 20 44 272 23 23 20 278 22 23 21 30 21 22 27 70 68 25 1152 24 29 71 30 91 21
internal_value=0 0.0074927 0.00585463 0.00545059 0.00462879 0.00525994 0.0048036 0.0052556 0.00574189 0.0101082 0.00289993 -0.0017142 0.00791889 0.00818806 0.0102566 0.00792552 0.0113017 0.00801375 0.00996466 0.010884 0.0137171 0.00817016 0.00773676 0.00784983 0.0120551 0.00771106 0.00759759 0.00781163 0.00766392 0.00738317
internal_weight=0 2756 569 539 442 402 379 359 339 67 365 40 2187 1909 215 1694 192 1673 208 186 91 95 1465 1440 46 1394 1365 1294 1264 1173
internal_count=3121 2756 569 539 442 402 379 359 339 67 365 40 2187 1909 215 1694 192 1673 208 186 91 95 1465 1440 46 1394 1365 1294 1264 1173
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=31
num_cat=0
split_feature=1 12 132 15 151 47 47 3 52 16 0 4 16 4 3 16 14 12 39 10 4 158 376 48 1 16 4 0 1 3
split_gain=0.55292 0.174134 0.148392 0.147043 0.155501 0.129956 0.155866 0.116524 0.114884 0.107035 0.137407 0.140607 0.103516 0.0898812 0.110892 0.161835 0.121239 0.119674 0.098889 0.0984817 0.0898128 0.0893064 0.107768 0.104606 0.127208 0.112984 0.0854017 0.0837914 0.158784 0.0851498
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.035560000000000008 0.015440000000000001 1.0000000180025095e-35 0.09364500000000002 0.097915000000000016 -0.067494999999999986 0.15273500000000004 -0.18113999999999997 0.0045450000000000013 0.042200000000000008 0.40124500000000002 -0.13309499999999996 -0.11118499999999999 -0.46596499999999991 -1.0000000180025095e-35 0.10484500000000001 0.10513000000000002 0.62736500000000006 0.083065000000000014 0.084545000000000009 0.085790000000000019 0.077845000000000011 -0.078464999999999993 0.053180000000000012 -0.092404999999999973 0.089175000000000018 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 -7 -8 -6 10 11 -1 -5 -2 -15 17 -17 18 19 20 -16 22 23 24 -12 -26 27 28 -3 -29
right_child=13 26 -4 12 8 6 7 -9 -10 -11 21 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0025982473296328234 0.0042102154471841029 0.010171490848733811 -0.0021922554749135791 0.013846422835965367 0.0048818499315530063 0.014308286934871885 0.0097390847660911578 0.00027844877508671387 -0.0049368227545458542 0.0083742476922149464 -0.0068343367306860515 0.012306644391002401 0.0054643091754629641 0.0077506773406639702 0.0032869381807921899 1.5703293029218913e-05 -0.010995135108241813 -0.0032881666458155394 -0.002214429666249392 -0.00022723244386725129 0.012079625411402398 0.0068731936398479677 0.0072417352097545523 0.0045021208452049504 -0.0048915230223666069 0.0033518949492524069 0.0055182940519265871 0.0072147177333036069 0.0013790763266708541 0.00080725348310633788
leaf_weight=26 152 192 26 34 22 34 30 23 26 66 27 35 26 21 21 20 20 33 21 20 26 45 32 54 23 60 286 1676 23 21
leaf_count=26 152 192 26 34 22 34 30 23 26 66 27 35 26 21 21 20 20 33 21 20 26 45 32 54 23 60 286 1676 23 21
internal_value=0 0.0067208 0.00519383 0.00553493 0.00497677 0.00554785 0.00902366 0.00563353 -0.000436598 0.00472612 0.00392885 0.00816864 0.0102142 0.00241517 0.000916013 2.45351e-05 -0.00548972 0.00184743 0.00377328 0.00565002 0.00815098 0.00285571 0.00193332 0.000897537 -0.000871986 0.00106757 0.00712998 0.00737106 0.00923091 0.00713543
internal_weight=0 2787 589 563 503 455 87 53 48 368 302 61 60 334 182 161 40 121 88 67 47 241 196 164 110 83 2198 1912 215 1697
internal_count=3121 2787 589 563 503 455 87 53 48 368 302 61 60 334 182 161 40 121 88 67 47 241 196 164 110 83 2198 1912 215 1697
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 4 1 2 1 52 40 52 1 2 50 12 47 16 43 49 2 15 160 4 16
split_gain=27.7604 4.65759 2.09224 1.85373 1.68164 1.22335 0.985559 1.13548 0.944143 0.880875 0.816895 0.722321 0.704321 0.473945 0.46188 0.413009 0.384321 0.346645 0.498586 0.339267 0.33858 0.536649 0.46647 0.330885 0.321328 0.296004 0.332538 0.277828 0.258492 0.253403
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.062655000000000016 -0.062539999999999984 0.077845000000000011 0.089885000000000007 0.12408500000000001 -0.52606999999999993 -0.077474999999999988 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.041865000000000006 0.051320000000000005 0.077555000000000013 -0.012324999999999997 -0.080324999999999994 -0.054984999999999992 0.11411 -0.41942499999999994 -0.0080249999999999991 0.42642000000000008 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 15 -8 9 12 -9 -4 20 28 -2 -3 -14 -18 -19 -6 21 22 -1 -13 -16 -5 -27 -24 -12 -22
right_child=1 4 11 25 19 -7 7 10 -10 -11 13 23 16 -15 24 -17 17 18 -20 -21 29 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00068612641185197506 0.0010901994076000304 0.0004869525270609587 0.001004466773415146 0.0007244513610290725 0.00017249225836028071 0.00072704008445630673 0.00094806539272171224 0.00083855027727580092 0.00063909809472397926 0.0012442976892483941 0.00051057901487431743 0.00071934606098213649 0.0011761075915998917 0.00034344659145485809 0.00064871101814476559 0.00023104859389116051 0.0009976034625281125 0.00059018620527258097 0.00096633179229792872 0.00044471185419387723 0.0010865531831490702 0.0011764963196942808 0.00083596825001615218 0.00041822431079458958 0.00091628739007693874 0.00062692933253052268 0.00031834186189899259 0.0011552810536136389 0.00070844379431317405 0.00099500681645184937
leaf_weight=31 49 48 28 31 75 48 30 31 22 84 110 47 43 56 22 49 743 20 42 23 1099 31 20 20 80 29 25 22 33 130
leaf_count=31 49 48 28 31 75 48 30 31 22 84 110 47 43 56 22 49 743 20 42 23 1099 31 20 20 80 29 25 22 33 130
internal_value=0 0.000579833 0.00102523 0.000803355 0.000463896 0.00103684 0.000526351 0.000589278 0.00104334 0.00104726 0.00054248 0.000739988 0.00103968 0.000496359 0.000933738 0.000357681 0.000995497 0.00098585 0.000844995 0.000236381 0.00106778 0.000960354 0.000868568 0.000629459 0.000858575 0.000571735 0.000484065 0.00100323 0.00055624 0.00107687
internal_weight=0 691 2430 236 455 2335 357 260 2287 2265 230 95 2181 199 151 97 848 805 62 98 1333 104 73 67 102 85 54 42 143 1229
internal_count=3121 691 2430 236 455 2335 357 260 2287 2265 230 95 2181 199 151 97 848 805 62 98 1333 104 73 67 102 85 54 42 143 1229
is_linear=0
shrinkage=0.00196078


Tree=4092
num_leaves=31
num_cat=0
split_feature=1 12 483 132 4 12 38 16 157 151 51 15 1 3 8 10 39 39 10 2 1 47 12 0 0 41 43 15 133 1213
split_gain=0.553074 0.156175 0.137096 0.111636 0.121879 0.165471 0.151282 0.126326 0.124489 0.121868 0.171629 0.174432 0.134843 0.101655 0.0887196 0.0864848 0.125126 0.0819264 0.110762 0.11106 0.108135 0.0914544 0.0802487 0.130567 0.12767 0.109037 0.140304 0.109583 0.108542 0.136414
threshold=0.11846000000000002 0.078300000000000008 -0.070084999999999981 0.092395000000000019 -0.031404999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.062650000000000025 -0.078969999999999985 0.095500000000000015 0.090560000000000015 -1.0000000180025095e-35 0.10508500000000001 0.63141500000000017 1.0000000180025095e-35 -0.0069899999999999988 0.086670000000000011 0.097050000000000011 0.058500000000000003 0.11870500000000002 0.12577000000000002 0.11518500000000002 0.086700000000000013 -0.14920999999999998 -0.10096999999999999 0.077565000000000009 -0.072534999999999988 0.13592500000000005 0.11524500000000001 0.039620000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -7 -6 10 11 -10 -12 15 22 16 -2 18 19 21 -21 -17 23 -3 -25 27 -27 -24 29 -26
right_child=13 14 3 -5 6 7 -8 -9 9 -11 12 -13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 25 24 28 26 -28 -29 -30 -31
leaf_value=0.012610728286206721 -0.0067808612901717434 0.014454988019931461 0.0026809646596914118 -0.0014897663034498694 -0.0037198082754565849 0.014437312252917573 0.011146718679616849 0.0073440256706325691 0.0048985405519550995 -0.0033204579167068005 -0.0071478592790663242 0.014215506414290181 0.0044643364663352258 -0.0037717556742870293 0.013690219899373397 0.012411719891620246 0.0028292792172925105 0.00094453813889372159 -0.00082576838091160331 -0.0012120981508030974 0.005838959926107749 0.0040185925178229812 0.0070577612099439017 0.0021103456528303592 0.00798451204763506 -0.0043042470607906579 0.0073988919811589383 0.0018166189331833911 0.0018779924676681941 0.013635970250842103
leaf_weight=25 20 31 47 25 21 38 30 74 232 20 20 22 20 23 21 37 42 71 29 29 87 20 1477 37 468 20 21 41 26 47
leaf_count=25 20 31 47 25 21 38 30 74 232 20 20 22 20 23 21 37 42 71 29 29 87 20 1477 37 468 20 21 41 26 47
internal_value=0 0.00683668 0.00536849 0.0050387 0.00535017 0.00766089 0.00434358 0.00975068 0.00373435 0.00423288 0.00474671 0.00570552 -0.00134176 0.00265928 0.00722167 0.00310081 -0.000270766 0.00386652 0.00489355 0.00585228 0.0040762 0.00946676 0.00715901 0.00813244 0.00779334 0.00677876 0.00169004 0.0069162 0.00818201 0.00850028
internal_weight=0 2763 574 549 524 159 365 112 335 314 294 254 40 358 2189 335 62 273 202 173 116 57 2168 609 578 1559 41 1518 541 515
internal_count=3121 2763 574 549 524 159 365 112 335 314 294 254 40 358 2189 335 62 273 202 173 116 57 2168 609 578 1559 41 1518 541 515
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 14 2 4 2 4 2 4 1 52 1 2 1 50 3 43 47 15 12 0 13 16 16 51 4 0
split_gain=35.5414 5.74705 3.81215 2.77647 2.04576 1.68422 1.47811 1.41643 1.07921 1.13468 0.921184 0.883711 0.841064 0.569178 0.477608 0.499982 0.470397 0.409858 0.384239 0.555021 0.382067 0.346659 0.332559 0.312903 0.285871 0.269207 0.236155 0.327748 0.272029 0.388841
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.062655000000000016 0.13501500000000002 0.27834500000000006 0.14285500000000004 0.40945500000000007 0.089775000000000008 0.40473500000000007 0.077845000000000011 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.091195000000000012 0.086295000000000011 -0.11171999999999999 0.05259500000000001 0.090100000000000013 -0.081924999999999984 0.095780000000000018 -0.23091999999999999 -1.0000000180025095e-35 0.13751500000000003 -0.079504999999999978 0.0038750000000000004 -0.46376499999999993 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 10 9 -4 16 -6 -5 -12 18 -16 26 21 19 -15 23 -10 -20 -3 -11 -8 -1 28 -28 -30
right_child=1 2 8 12 11 -7 25 -9 17 24 13 -13 -14 14 15 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0012441207368748895 0.0011552239234787023 0.00077978168830734667 0.00071313521950392236 0.0011073125865446085 0.0010665689251566021 0.0014364854774388278 0.00068381042500380242 0.00066608767773883011 0.00027309437069997434 0.00031998398129901809 0.001335997602953739 0.00068073187087592233 0.00070265302718225907 0.0011061150855967723 0.000693507337408796 0.0010640542026362221 0.0011149061758702887 0.00050451421098361953 0.001167300979147764 0.00071073195646603065 0.00081847379367579426 -1.4624249654883791e-05 0.0010800539758161118 0.0005561754446829748 0.00056250340166483443 0.00097981741865809887 0.0014171301122027841 0.00099409192197901365 0.001200354319176122 0.00092142892234465656
leaf_weight=543 76 28 66 28 74 84 27 22 69 74 43 33 67 39 21 42 216 22 407 21 32 21 286 171 25 21 21 32 490 20
leaf_count=543 76 28 66 28 74 84 27 22 69 74 43 33 67 39 21 42 216 22 407 21 32 21 286 171 25 21 21 32 490 20
internal_value=0 0.000646545 0.000583683 0.00115051 0.000723436 0.00116388 0.00115371 0.00116112 0.000413155 0.00051399 0.00116612 0.000947572 0.000821921 0.00111613 0.00110454 0.000940539 0.0011986 0.000264605 0.00111826 0.000967731 0.000619615 0.00020596 0.00113129 0.000587638 0.000381226 0.000813313 0.00121495 0.00118681 0.00119842 0.00118942
internal_weight=0 691 615 2430 338 2335 2251 2203 277 165 2181 107 95 859 816 63 1322 112 753 60 231 90 693 199 99 48 1106 563 531 510
internal_count=3121 691 615 2430 338 2335 2251 2203 277 165 2181 107 95 859 816 63 1322 112 753 60 231 90 693 199 99 48 1106 563 531 510
is_linear=0
shrinkage=0.00196078


Tree=4094
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 2 47 1 12 1 13 4 150 1 1 12 4 52 4 1 52 1 0 2 2 4 157
split_gain=72.0913 11.078 6.1915 5.53626 3.42919 3.29192 1.85167 1.84086 1.72104 1.48209 1.0546 1.1963 1.01155 0.796664 0.895369 0.75706 0.738234 0.702819 0.617163 0.563548 0.482154 0.452945 0.44282 0.547785 0.396045 0.475128 0.394508 0.353316 0.341638 0.303691
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13559000000000002 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.089770000000000016 0.087145000000000014 0.122715 -1.0000000180025095e-35 0.024790000000000003 1.0000000180025095e-35 0.13075500000000004 0.16540500000000002 0.09141500000000001 0.057560000000000007 -0.088204999999999992 -0.51843499999999987 0.11453000000000001 -0.024714999999999997 0.076935000000000017 -0.030209999999999997 0.090425000000000019 0.088930000000000023 0.0067750000000000006 -0.066144999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 13 6 10 -4 15 17 18 26 20 22 -15 19 -5 -6 21 24 -2 -1 23 -3 25 -7 -12 -23 -13 -20
right_child=1 4 7 16 9 8 -8 -9 -10 -11 11 28 -14 14 -16 -17 -18 -19 29 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057148339033794666 0.0054084348219024976 0.0044991589519156128 0.0052242376812601582 0.0046850633777044959 0.0041898690731115773 0.0053075230752720548 0.00569885069248723 0.0046581078978145821 0.0048325388583197425 0.0046802547738726344 0.0051465654957528204 0.0053697653453909141 0.0048749580183409611 0.0049531103738772323 0.0045706892852277218 0.004952156699560826 0.0042781656668856253 0.0037923708777217301 0.0050989059139700497 0.0051445581899981852 0.0051544243297657047 0.0054425859015464831 0.0044042699612103975 0.0048705030444845991 0.0054336458567238637 0.0050348082927762624 0.0048092871787501316 0.0053591191591001019 0.0051558821667395238 0.0053482707276033357
leaf_weight=21 59 56 34 60 118 200 76 63 41 22 40 221 29 36 68 30 24 20 20 97 56 886 104 21 81 28 20 250 33 307
leaf_count=21 59 56 34 60 118 200 76 63 41 22 40 221 29 36 68 30 24 20 20 97 56 886 104 21 81 28 20 250 33 307
internal_value=0 0.0046174 0.00534202 0.00496886 0.00443733 0.00536205 0.00539906 0.00485655 0.00521662 0.00420761 0.00538639 0.00528315 0.00520222 0.0045663 0.00470307 0.00525273 0.00456881 0.00413226 0.00540823 0.00527494 0.00528474 0.00542949 0.00448772 0.00460043 0.00531587 0.00527403 0.00503414 0.00542422 0.00534198 0.00533302
internal_weight=0 673 2448 228 445 2351 1874 97 477 160 1798 314 144 285 104 436 84 138 1484 406 115 1157 181 77 309 228 60 1136 254 327
internal_count=3121 673 2448 228 445 2351 1874 97 477 160 1798 314 144 285 104 436 84 138 1484 406 115 1157 181 77 309 228 60 1136 254 327
is_linear=0
shrinkage=0.00196078


Tree=4095
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 4 3 3 2 2 2 34 0 12 2 52 49 47 1 151 4 3 14 51 12 4
split_gain=37.2839 6.1747 3.9189 3.05572 1.97019 1.95202 1.53327 1.32519 1.29641 1.14911 1.1379 1.09522 0.936883 0.577092 0.570707 0.703524 0.520158 0.512248 0.481661 0.42558 0.401591 0.394333 0.376868 0.349335 0.334195 0.331629 0.311496 0.309405 0.301093 0.251884
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.062655000000000016 0.40473500000000007 0.30112000000000005 0.12745000000000004 0.089775000000000008 0.094835000000000017 0.13404500000000005 -1.0000000180025095e-35 -0.22491999999999998 -0.42850999999999995 0.15950500000000004 -0.56176499999999996 0.088340000000000016 0.090100000000000013 0.086920000000000011 -0.088784999999999989 0.49041500000000005 -0.016324999999999996 0.081390000000000004 0.11144500000000002 0.082480000000000012 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 21 6 8 13 12 -6 11 14 22 -1 15 -4 -14 -12 -19 -18 -15 23 27 -3 -17 -16 -10 29 -24 -5
right_child=1 2 10 5 9 -7 -8 -9 26 -11 17 -13 16 20 25 24 19 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013823975555870046 0.0012753373913474619 0.00089034022935908575 0.000424690058197185 0.0015523019294900265 0.0011803759047766494 0.00067180951856368894 0.00089653013975689159 0.00077690528614409999 0.0016722382475681998 0.00073068983178965123 0.00052289972328844092 0.00090037189210825767 0.0009700920057146489 0.00084712363511713496 0.00047898457661547038 0.00095080708950952774 0.0014317364098544105 0.0003646319427368354 -6.4024794608583228e-07 0.0012312328244661283 0.0011927754751273564 0.00092269758153230884 0.0011092456214192533 0.00065760157406270303 0.00062005013014679777 0.00017553134583959393 0.0014320311455578126 0.0011357695594722149 0.0012849159320235473 0.0013398501782178232
leaf_weight=28 76 29 36 22 74 20 38 64 35 31 34 37 28 24 45 24 43 35 23 761 28 33 42 171 23 20 51 28 351 867
leaf_count=28 76 29 36 22 74 20 38 64 35 31 34 37 28 24 45 24 43 35 23 761 28 33 42 171 23 20 51 28 351 867
internal_value=0 0.000748072 0.000682914 0.00126425 0.000824609 0.0012817 0.00128708 0.000987207 0.00129374 0.00104761 0.000510015 0.000598638 0.00128426 0.00115545 0.000523205 0.000630956 0.00123281 0.000331804 0.000219783 0.00124196 0.00103324 0.000724115 0.00131694 0.000691349 0.000788947 0.000385614 0.00152979 0.00133872 0.00126614 0.00134511
internal_weight=0 691 615 2430 338 2286 2266 144 2228 105 277 185 2142 80 148 83 832 92 58 804 52 233 1310 200 47 65 86 917 393 889
internal_count=3121 691 615 2430 338 2286 2266 144 2228 105 277 185 2142 80 148 83 832 92 58 804 52 233 1310 200 47 65 86 917 393 889
is_linear=0
shrinkage=0.00196078


Tree=4096
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 4 1 4 2 4 3 0 49 3 2 40 3 159 160 4 1 0 1 12 49 475 49
split_gain=35.3618 5.90601 3.83734 3.39843 1.87093 1.85654 1.29466 1.14819 1.13655 1.11999 1.03998 0.904207 0.880056 0.622002 0.513758 0.94461 0.480854 0.411283 0.365443 0.334151 0.325179 0.4926 0.304178 0.530535 0.325442 0.300308 0.299636 0.292098 0.286009 0.279381
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.17025000000000004 0.27834500000000006 0.09253500000000002 0.40945500000000007 0.091265000000000013 0.40473500000000007 0.30112000000000005 -0.10151999999999999 0.0065400000000000015 0.090900000000000009 0.08622500000000001 -1.0000000180025095e-35 -0.010424999999999999 0.082585000000000006 -1.0000000180025095e-35 -0.013514999999999998 0.086455000000000018 0.18019500000000002 0.091195000000000012 0.090165000000000009 -0.053364999999999996 -0.088274999999999978 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 20 8 10 11 -5 13 14 -7 18 15 16 17 -1 -4 -12 21 -3 24 26 -13 28 -24 -11 -16 -30
right_child=1 2 7 9 -6 12 -8 -9 -10 27 19 22 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012726987993129984 0.0012527971514053758 0.0010288936714026426 0.0006337330923844157 0.0011614547559031154 0.00087149966906853546 0.0011458895803405991 0.0015015684332555972 0.00024577745486026493 0.00081010564842963592 0.00083825365052641199 0.00059277611948988017 0.0012508251946566321 0.00076085108770052024 0.00043861844781088955 0.0011426454519524293 0.0014897295477523343 0.00083429051964890714 0.00094510608647282275 0.0009282048026374144 0.00038349952215889927 0.00060314631313920352 0.0007189474854459914 0.0012643165431900482 0.00088945324118298278 0.00099433788993195005 0.0012267205155357308 0.0011360368657064696 0.00056508066688617587 0.0013203977549959547 0.0011064769301466107
leaf_weight=41 76 23 26 34 48 74 84 54 22 34 44 388 33 22 38 26 25 23 43 88 70 138 108 26 20 196 199 27 1067 24
leaf_count=41 76 23 26 34 48 74 84 54 22 34 44 388 33 22 38 26 25 23 43 88 70 138 108 26 20 196 199 27 1067 24
internal_value=0 0.000737131 0.000673407 0.00123982 0.00125461 0.00081362 0.00126265 0.000502316 0.00125354 0.000876287 0.000564438 0.00125802 0.00102714 0.000725708 0.00128666 0.00116094 0.00106489 0.00115497 0.000817244 0.000453258 0.000714717 0.000763226 0.00120236 0.00115839 0.00123825 0.00129757 0.00118116 0.000717341 0.00130987 0.00131569
internal_weight=0 691 615 2430 2335 338 2287 277 2203 95 223 2181 107 91 1440 115 89 64 69 132 231 161 741 333 408 1325 307 61 1129 1091
internal_count=3121 691 615 2430 2335 338 2287 277 2203 95 223 2181 107 91 1440 115 89 64 69 132 231 161 741 333 408 1325 307 61 1129 1091
is_linear=0
shrinkage=0.00196078


Tree=4097
num_leaves=31
num_cat=0
split_feature=1 3 1 44 16 16 4 42 2 4 1204 52 159 11 16 16 159 3 3 1 1447 49 4 1 2 133 4 2 16 3
split_gain=1.15331 0.281769 0.152728 0.194947 0.129726 0.21592 0.126936 0.126647 0.117051 0.11588 0.110331 0.097297 0.204153 0.101097 0.102662 0.290511 0.117551 0.096965 0.323858 0.125549 0.120327 0.103088 0.157699 0.097031 0.0919175 0.0907693 0.132496 0.158422 0.130367 0.212988
threshold=0.10293500000000001 -0.053259999999999995 0.14262000000000002 0.086360000000000006 0.062650000000000025 -0.11118499999999999 0.40124500000000002 0.11159000000000001 0.089005000000000015 -0.03898999999999999 -0.079429999999999987 0.4002400000000001 -0.46267499999999995 1.0000000180025095e-35 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 -0.14186499999999996 -0.12018999999999998 0.08864000000000001 -0.082869999999999985 -0.061079999999999988 -0.111605 0.085475000000000009 0.11411 0.08784500000000002 -0.080744999999999997 0.083995000000000014 -0.067914999999999989 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 9 3 7 5 -4 8 -3 11 -2 -10 13 -13 14 25 16 -16 23 -19 20 -20 -21 -23 -12 -11 -1 27 -27 29 -28
right_child=1 2 4 -5 -6 -7 -8 -9 10 24 17 12 -14 -15 15 -17 -18 18 19 21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.015233649035793878 0.015093850910621274 0.0085966263486395977 0.0055846470040634422 0.018269573583966119 0.010560022698094447 -0.0064634339883923534 0.0061904935547235336 0.0005896570072287605 0.0068362869222515403 0.012088273966594809 0.013056431787951692 0.016660457869963438 0.005973482479412969 0.018884488332292271 0.010157025158405305 0.015264645237804967 -0.00068506328389048585 0.00092062825464050882 0.019796083420515059 0.014546900322394713 0.013344236133308332 0.012555709707417659 0.0021207997823754947 0.019936270534810497 0.0074456616079148193 0.019384053117542897 -0.00059460144204256894 0.011789025312387631 0.013626125840222351 0.012453660930924376
leaf_weight=856 77 333 51 20 24 21 22 21 28 124 41 33 39 54 20 76 20 22 30 28 793 28 30 41 65 53 22 57 63 29
leaf_count=856 77 333 51 20 24 21 22 21 28 124 41 33 39 54 20 76 20 22 30 28 793 28 30 41 65 53 22 57 63 29
internal_value=0 0.00922298 0.00775101 0.00866431 0.00419297 0.00207062 0.0137513 0.00812164 0.0138217 0.0118238 0.0130286 0.0144462 0.0108717 0.0146521 0.014461 0.0116341 0.00473598 0.0131997 0.0129094 0.0131995 0.0135794 0.00956392 0.00715834 0.0164964 0.0104916 0.0147647 0.0129725 0.0154484 0.0105835 0.006825
internal_weight=0 736 470 374 96 72 2385 354 2363 266 1041 1322 72 1250 1196 116 40 1013 931 909 823 86 58 82 189 1080 224 110 114 51
internal_count=3121 736 470 374 96 72 2385 354 2363 266 1041 1322 72 1250 1196 116 40 1013 931 909 823 86 58 82 189 1080 224 110 114 51
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 47 4 2 34 14 0 15 0 4 4 16 47 15 52 48 1447 3 160 31 0 157 16
split_gain=26.5245 4.7289 2.8171 2.35611 1.54197 1.5288 0.891985 0.840692 0.822399 0.75532 0.639499 0.6449 0.576845 0.752461 0.676856 0.634592 0.481229 0.46646 0.440377 0.375801 0.343311 0.32619 0.382571 0.386766 0.320857 0.415974 0.314363 0.313403 0.278273 0.265534
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.13754500000000003 -1.0000000180025095e-35 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 -0.079119999999999982 0.27834500000000006 0.42051500000000003 -0.44310499999999992 0.090100000000000013 -0.45963999999999994 -0.56176499999999996 0.093265000000000015 -0.054404999999999988 -0.097174999999999984 -0.081069999999999989 -0.077289999999999984 -0.23091999999999999 -0.23976499999999998 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 -5 10 -6 11 26 13 14 -1 28 18 -13 -8 27 -19 -17 23 -23 25 -25 -4 -3 -15 -16
right_child=1 2 8 7 9 -7 16 -9 -10 -11 -12 17 -14 15 29 21 -18 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011975143775476704 0.0010819451554733165 0.00075408281805385057 0.00045059569605000304 0.0010002593708578003 0.00098823906007856053 0.00072188725450770088 0.0011207935793157676 0.0006154853019268231 0.00068901024687745044 0.00063152971602223741 0.000268547438553784 0.00075524399522968648 0.0012555250720541911 0.00092184109668759387 0.00069171306324276774 0.0012114654569064869 0.00069507562991982048 0.00064861996281965107 0.00094581472369293436 0.00079072078452536868 0.00031226328616513132 0.0012535646703897738 0.00085022134078539607 0.00067922695028577369 0.0010551768926985801 0.000994612032120904 0.00012274465963517563 0.00053029784774361825 0.0011231961806324002 0.00095329927609247322
leaf_weight=22 76 28 22 34 74 48 78 61 37 33 114 33 78 27 37 41 22 20 190 32 28 32 42 20 427 82 23 171 1164 25
leaf_count=22 76 28 22 34 74 48 78 61 37 33 114 33 78 27 37 41 22 20 190 32 28 32 42 20 427 82 23 171 1164 25
internal_value=0 0.00062052 0.000563498 0.00105589 0.000683635 0.0010682 0.00107547 0.000753194 0.000416906 0.000878226 0.000374956 0.000471231 0.00109023 0.00108351 0.000902038 0.00109182 0.000973856 0.000575788 0.000996741 0.000593499 0.000452412 0.00104223 0.00103072 0.00104424 0.00103158 0.000932772 0.000283027 0.000561785 0.00111863 0.000797191
internal_weight=0 691 615 2430 338 2335 2287 95 277 107 240 126 1997 1919 84 1835 290 81 268 231 48 644 603 561 529 102 45 199 1191 62
internal_count=3121 691 615 2430 338 2335 2287 95 277 107 240 126 1997 1919 84 1835 290 81 268 231 48 644 603 561 529 102 45 199 1191 62
is_linear=0
shrinkage=0.00196078


Tree=4099
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 2 16 4 1 1 2 2 1 40 1 11 3 52 1 52 481 4 16
split_gain=48.4458 7.32743 4.41085 3.66017 2.69964 2.64992 1.55793 1.53751 1.48693 1.35384 1.33261 0.795588 0.962425 0.787396 0.640897 0.60101 0.592509 0.537695 0.451699 0.425999 0.425431 0.393488 0.365178 0.345868 0.329336 0.323903 0.301403 0.28872 0.266868 0.306637
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.52595999999999987 -0.15289999999999995 0.122715 0.16175000000000003 -0.0091949999999999983 0.088850000000000012 0.12811000000000003 -0.077474999999999988 0.13075500000000004 0.081790000000000015 -0.10831999999999999 -0.088204999999999992 0.12958500000000003 0.40674500000000008 -0.0066299999999999996 -0.0073899999999999999 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 20 25 11 -4 13 18 17 -7 -9 24 -6 -13 26 -16 -3 -5 23 -15 -2 -8 -1 -20 -25 -30
right_child=1 4 9 21 16 10 7 14 -10 -11 -12 12 -14 22 19 -17 -18 -19 27 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.005286700697056188 0.0052505991571253838 0.0044680808468322087 0.0051095881676591392 0.004649572251668942 0.0042596080074642738 0.0047366055086547247 0.0050423455677497129 0.0048750244168674246 0.0055170046532732296 0.0046267131227173955 0.0047471123298123263 0.0048901467676967609 0.0047612103964666582 0.0049157535780991737 0.0045536160127429767 0.0048292479215238937 0.0038938381536111552 0.0052025483179273819 0.0053355667200516779 0.0043041571009676156 0.0042040200842147161 0.0043525056122175228 0.0052957726605966978 0.0051932404623189089 0.0050388815189276086 0.0047261154417898134 0.0050545110847010763 0.0051931203982509841 0.0052611857407610296 0.0050478992405349607
leaf_weight=935 57 45 34 60 90 20 33 20 76 65 41 23 23 31 130 29 21 268 62 33 49 24 48 152 56 20 22 465 31 158
leaf_count=935 57 45 34 60 90 20 33 20 76 65 41 23 23 31 130 29 21 268 62 33 49 24 48 152 56 20 22 465 31 158
internal_value=0 0.00460205 0.00519799 0.00488913 0.00445493 0.00521504 0.0045439 0.00462893 0.00524836 0.00479255 0.00508521 0.005237 0.00514734 0.00511672 0.00454376 0.00508105 0.00419041 0.00517786 0.00525598 0.00450311 0.00433043 0.0045647 0.00513482 0.00511405 0.00514568 0.00492301 0.00528136 0.00520988 0.00513207 0.00508288
internal_weight=0 667 2454 226 441 2355 330 236 1874 99 481 1798 314 440 183 142 111 291 1484 163 94 84 420 372 113 53 957 527 341 189
internal_count=3121 667 2454 226 441 2355 330 236 1874 99 481 1798 314 440 183 142 111 291 1484 163 94 84 420 372 113 53 957 527 341 189
is_linear=0
shrinkage=0.00196078


Tree=4100
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 4 14 1 2 2 52 13 1 13 457 43 160 52 0 15 4 12 39 1 1 2 2 40
split_gain=51.0172 8.95736 5.26257 4.8146 3.66506 2.55247 2.56586 1.86092 1.55793 1.39377 1.30006 1.1638 0.696792 0.675843 0.623068 0.616173 0.54122 0.601161 0.497953 0.474189 0.428204 1.42266 0.425583 0.39808 0.378607 0.356314 0.353869 0.342061 0.330811 0.295748
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.40124500000000002 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.090425000000000019 0.17025000000000004 -0.56176499999999996 -1.0000000180025095e-35 0.091195000000000012 -1.0000000180025095e-35 0.080930000000000016 -0.018859999999999998 -1.0000000180025095e-35 -0.16675999999999999 -0.10836499999999999 -0.10469999999999999 -0.036839999999999991 0.096990000000000007 0.089790000000000023 0.15964000000000003 0.11588000000000001 -1.0000000180025095e-35 0.14122000000000004 -0.0036699999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 15 6 8 26 10 -5 14 13 -12 -4 20 28 23 -18 -17 -10 21 -1 -2 24 -14 -13 -6 -16 29 -3
right_child=1 2 11 9 7 -7 -8 -9 19 -11 12 25 16 -15 27 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00182701920956568 0.0016502112874797745 0.00086049815530286119 0.00054097872780900795 0.0014050080143387892 0.0015273655132170955 0.00090764210154028503 0.001051352319357955 0.00087236796846157231 0.0015427037708315194 0.00091240077056025477 0.001711828225578358 0.00041782802904051167 0.0015185696286150042 0.00085790275463318159 0.0012394235825060017 0.001133001591770255 0.0014791194364136341 0.00099836289261778202 0.000853118736836162 0.0018879613230850542 0.0016007828457996456 0.0012358753896097212 0.0013325626724490932 0.0014107745803857506 0.0012607596109590262 7.7631295676909242e-05 0.0012721823587656541 0.001502545445449764 0.00053554077212717018 0.00069335924995312151
leaf_weight=24 50 92 86 34 39 25 41 39 20 63 45 29 458 37 21 35 20 20 81 65 1087 45 24 258 23 20 45 199 23 73
leaf_count=24 50 92 86 34 39 25 41 39 20 63 45 29 458 37 21 35 20 20 81 65 1087 45 24 258 23 20 45 199 23 73
internal_value=0 0.000903599 0.00082409 0.00151317 0.000940735 0.00153083 0.00153753 0.00122632 0.00154625 0.00108507 0.00153619 0.000534513 0.00147459 0.000636314 0.00157307 0.000825185 0.00146089 0.00123874 0.000937566 0.00180672 0.00159127 0.00144149 0.00154719 0.00147291 0.00150624 0.000278972 0.00139066 0.00147743 0.000755843 0.000786552
internal_weight=0 673 599 2448 427 2351 2326 123 2285 97 2200 172 824 123 1376 304 779 40 116 85 1156 69 74 739 481 49 84 220 188 165
internal_count=3121 673 599 2448 427 2351 2326 123 2285 97 2200 172 824 123 1376 304 779 40 116 85 1156 69 74 739 481 49 84 220 188 165
is_linear=0
shrinkage=0.00196078


Tree=4101
num_leaves=31
num_cat=0
split_feature=1 52 3 2 2 9 0 15 41 14 43 4 1209 0 15 1 49 1 12 14 16 3 16 1 49 1447 1447 47 2 0
split_gain=1.54533 0.356395 0.22743 0.151625 0.151252 0.263391 0.154452 0.146388 0.206162 0.149778 0.203007 0.142467 0.139428 0.164171 0.319896 0.181493 0.192932 0.189137 0.137542 0.125324 0.166686 0.121325 0.112956 0.109905 0.108259 0.104301 0.157825 0.104118 0.102095 0.126897
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 0.13404500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.024095000000000002 0.040760000000000005 0.075585000000000013 0.081185000000000021 -0.51144999999999985 -0.16363499999999997 0.091045000000000001 -0.097024999999999986 -0.0072999999999999992 0.085605000000000014 -0.0087849999999999977 0.095950000000000021 0.095780000000000018 -0.47013499999999991 -0.0024749999999999993 0.076840000000000006 -0.51370499999999997 0.10658000000000002 -0.069799999999999987 -0.086059999999999984 -0.085024999999999989 0.088915000000000008 -0.0050599999999999994 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 23 9 25 10 -1 -6 13 14 15 -12 24 -18 28 -13 21 -21 -23 -7 -17 -9 -27 -20 29 -15
right_child=1 2 -4 -5 11 6 -8 8 -10 -11 12 19 -14 18 -16 16 17 -19 27 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.008034080781397366 0.019084885812825175 0.0098737065329170624 0.0084320149066574555 0.013035163029728989 0.019917787363131843 0.01234252496312062 0.0097140783444046985 0.024241926108952611 0.026464195333693815 0.02650585822761059 0.019271509662991571 0.018655675920573149 0.010062379017472268 0.019966947109523146 0.0058556475460396287 0.013684397443042449 0.025370895269919525 0.012534285720903426 0.015478192360464936 0.010417446407401557 0.0061026522280526021 0.012103300663598236 0.02013736026128754 0.020248975123043543 0.0048575072820919258 0.010456715935530762 0.019218390524247994 0.022801885969767517 0.019684702010908411 0.0090992027361478135
leaf_weight=21 93 61 115 49 21 21 21 40 41 20 155 22 22 22 28 33 22 24 165 143 59 42 30 108 24 21 979 22 676 21
leaf_count=21 93 61 115 49 21 21 21 40 41 20 155 22 22 22 28 33 22 24 165 143 59 42 30 108 24 21 979 22 676 21
internal_value=0 0.0132987 0.0124618 0.0185405 0.0133396 0.0154141 0.0176672 0.0186559 0.0195089 0.0179212 0.0177822 0.0119587 0.0179508 0.0180964 0.0160077 0.0171094 0.0138558 0.0186735 0.0187558 0.011394 0.010811 0.012103 0.0154508 0.0189619 0.00996781 0.0192347 0.0190344 0.0163398 0.0193842 0.0146594
internal_weight=0 736 643 2385 528 211 150 2336 1081 1255 1235 317 1214 1192 286 258 103 46 906 296 274 215 72 129 57 1040 1000 187 719 43
internal_count=3121 736 643 2385 528 211 150 2336 1081 1255 1235 317 1214 1192 286 258 103 46 906 296 274 215 72 129 57 1040 1000 187 719 43
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=31
num_cat=0
split_feature=1 2 12 10 47 9 133 15 10 15 0 133 13 3 49 151 50 43 50 1452 132 132 159 14 15 16 1 52 12 16
split_gain=1.25172 0.299054 0.23721 0.129926 0.126726 0.123202 0.120991 0.129922 0.149179 0.206134 0.115445 0.110678 0.143975 0.0933512 0.151303 0.12761 0.116332 0.10012 0.0993156 0.106619 0.111155 0.115298 0.0925733 0.0858803 0.0982883 0.120837 0.112807 0.100842 0.0974556 0.106624
threshold=0.10293500000000001 0.13622000000000004 1.0000000180025095e-35 -0.086389999999999981 0.085505000000000012 0.092235000000000011 0.089755000000000015 -0.079929999999999987 -0.38124499999999995 -0.41942499999999994 0.22582000000000002 0.089200000000000015 -0.061684999999999997 -0.07359499999999998 0.12595000000000003 0.050660000000000004 -0.14320999999999998 -0.05647499999999999 0.12170000000000002 0.091225000000000014 -1.0000000180025095e-35 -0.43443999999999999 -0.094469999999999985 -0.46413499999999996 0.013270000000000002 -1.0000000180025095e-35 0.11414000000000001 -0.23798499999999997 -0.088589999999999988 -0.52595999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 -1 6 -4 7 8 -3 -10 13 23 -13 -5 15 16 -15 -16 19 20 21 -18 -22 -2 25 26 28 -27 -25 -30
right_child=1 4 5 10 -6 -7 -8 -9 9 -11 -12 12 -14 14 17 -17 18 -19 -20 -21 22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0086602990143001077 0.018467223662883041 0.015218892917037012 0.016312986829703172 0.017186007396620833 0.013338561230702909 0.0082761326183875394 0.013925297972413578 1.0024905204772951e-05 0.0091779949949381667 -0.0028206094833356996 0.0093728361207814446 0.013528740648180246 0.0024999473404524655 0.023830598561714093 0.0053682926343753936 0.0092252519298344857 0.015184958010911943 0.014617990516126157 0.0098147728105845017 0.023509245438756245 0.019997949086043035 0.024188160218975761 0.015082047965780214 0.0098148983547330978 0.017265874865864003 0.011148956725373865 0.0092698176260981487 0.0012271938684404763 0.011210970147954802 0.019096151085451565
leaf_weight=20 20 20 208 1755 40 21 21 30 45 21 21 20 29 21 22 25 25 25 23 21 43 33 351 35 28 20 83 21 27 47
leaf_count=20 20 20 208 1755 40 21 21 30 45 21 21 20 29 21 22 25 25 25 23 21 43 33 351 35 28 20 83 21 27 47
internal_value=0 0.0119688 0.0131031 0.0166864 0.00838661 0.015576 0.00694078 0.00567634 0.00765296 0.00536026 0.0167543 0.0113871 0.0070015 0.0168204 0.0157311 0.016203 0.0165405 0.0102883 0.0162318 0.0165438 0.0162202 0.0203075 0.0156186 0.0121519 0.0116679 0.0109952 0.0120476 0.00606708 0.0141627 0.0162191
internal_weight=0 736 559 2385 177 229 137 116 86 66 2365 330 49 2344 589 542 517 47 496 473 452 58 394 281 261 233 192 41 109 74
internal_count=3121 736 559 2385 177 229 137 116 86 66 2365 330 49 2344 589 542 517 47 496 473 452 58 394 281 261 233 192 41 109 74
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 4 0 15 2 42 0 4 4 4 12 43 47 16 39 2 16 13 0 15 15 1
split_gain=40.5995 7.2583 4.23452 3.33708 2.65907 1.90918 1.41749 1.37371 1.36628 1.12332 0.953514 1.01853 0.946443 0.844454 0.842765 0.814837 0.589568 0.58586 0.753753 0.467512 0.428217 0.377218 0.353721 0.388523 0.351028 0.340178 0.330432 0.31185 0.289539 0.276851
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.13082500000000002 0.40473500000000007 -0.11173999999999999 -0.098289999999999975 0.14285500000000004 -0.0060199999999999993 -0.07929499999999999 0.27834500000000006 0.27834500000000006 -0.49013999999999996 0.08401500000000002 -0.11008499999999999 0.10589000000000001 -0.11118499999999999 0.084780000000000008 -0.0050599999999999994 -0.039889999999999988 -1.0000000180025095e-35 -0.23091999999999999 -0.41942499999999994 0.090455000000000021 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 10 12 -6 11 -1 15 -5 -12 -4 21 19 -19 -16 26 -9 -15 -24 -13 -17 -3 -14 -8 -29
right_child=1 2 8 13 9 -7 28 16 -10 -11 14 24 27 22 17 25 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0014174290612313412 0.0012599519112746166 0.00081191369665483098 0.00072808468142171315 0.0012034352490289963 0.0011546342840460665 0.00085457214489092234 0.0016018364956143203 0.0012069926975660672 0.00078864247208953726 0.00071962339116290292 0.0012999448020170122 0.00080507655539680673 0.0003793573373199204 0.00056395774368968451 0.0010604601835503297 0.00033033398840446443 0.00080584670597962939 0.00091395131151908026 0.0012041249210264224 0.0013883220781641986 0.00089450594208209341 0.0010592733585577767 0.00066277836341537043 0.001010981413955782 0.0011058403960630004 0.00059358359449634371 0.00058620561537814288 0.00026323806782595991 0.0013699511442161706 -2.2900261112726201e-06
leaf_weight=22 76 29 39 22 74 48 47 146 37 33 1177 37 37 23 20 77 22 37 493 102 24 122 22 28 25 25 178 36 37 26
leaf_count=22 76 29 39 22 74 48 47 146 37 33 1177 37 37 23 20 77 22 37 493 102 24 122 22 28 25 25 178 36 37 26
internal_value=0 0.00068829 0.000617646 0.00122693 0.000764937 0.00124158 0.00124971 0.00124017 0.000437919 0.00102047 0.00125924 0.00105497 0.000383849 0.000866686 0.00126862 0.000487026 0.00111442 0.00121207 0.00118387 0.00133457 0.000646572 0.00113975 0.0007652 0.000857772 0.000926352 0.000394856 0.000617827 0.000236902 0.0014997 0.000151888
internal_weight=0 691 615 2430 338 2335 2287 2203 277 107 1913 84 240 95 1829 141 290 652 530 122 231 268 73 50 62 102 207 99 84 62
internal_count=3121 691 615 2430 338 2335 2287 2203 277 107 1913 84 240 95 1829 141 290 652 530 122 231 268 73 50 62 102 207 99 84 62
is_linear=0
shrinkage=0.00196078


Tree=4104
num_leaves=31
num_cat=0
split_feature=1 3 1 12 4 0 2 1210 1 51 51 4 16 13 42 160 51 474 484 0 12 160 15 50 0 42 133 1203 402 1212
split_gain=1.21003 0.202531 0.186466 0.181437 0.14969 0.170712 0.140307 0.183397 0.16398 0.126522 0.122809 0.119992 0.114999 0.114516 0.11619 0.109249 0.152949 0.132981 0.235344 0.127021 0.129344 0.169887 0.108432 0.139206 0.107466 0.103575 0.101301 0.13511 0.125085 0.177475
threshold=0.11146500000000002 0.31299000000000005 0.091195000000000012 -0.010834999999999999 -0.010655 -0.033209999999999996 0.089005000000000015 -0.15347999999999998 0.08864000000000001 -0.40274499999999996 0.088210000000000011 -0.16363499999999997 0.023255000000000001 -0.0093149999999999986 0.092395000000000019 0.058535000000000011 -0.0046749999999999995 0.085295000000000024 0.085435000000000025 -0.099059999999999995 0.085495000000000015 -0.022194999999999996 0.11773500000000002 0.091755000000000017 -0.093039999999999984 0.11720500000000002 0.26430000000000003 0.088820000000000024 -1.0000000180025095e-35 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 13 5 12 7 -1 -8 -6 15 -5 -2 14 -4 17 -17 19 -19 20 21 -9 23 -13 -18 -25 27 28 -21 -30
right_child=1 -3 3 11 9 -7 8 10 -10 -11 -12 22 -14 -15 -16 16 24 18 -20 26 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.025656932211764485 0.024311660529347138 0.0065093277132365155 0.015160411166582713 0.01810545503815755 0.016093997514861472 0.0086672035378537009 0.015376951253465974 0.018557796361190933 0.0071686308458447454 0.0096352788312708652 0.013030244215410311 0.011985218458289638 0.014899939419449988 0.0064170750121986713 0.0063015618175268177 0.02732755731355966 0.02293787606805563 0.016365241798303034 0.0053732389833645103 0.019898663035197425 0.014755563081606575 0.03015683944458547 0.01936378900660202 0.01802129502024721 0.014538958912285474 0.010457028310907925 0.012732219381532709 0.023227713477205147 0.016795453050311424 0.011584669049740402
leaf_weight=23 20 111 57 94 34 28 919 28 25 281 87 208 37 43 20 23 25 64 28 101 23 23 35 85 39 23 61 33 467 76
leaf_count=23 20 111 57 94 34 28 919 28 25 281 87 208 37 43 20 23 25 64 28 101 23 23 35 85 39 23 61 33 467 76
internal_value=0 0.0102886 0.0156098 0.0140018 0.0113373 0.0150613 0.0160541 0.0168211 0.0151596 0.0103324 0.0166326 0.0149323 0.0182023 0.0105509 0.0128594 0.0169488 0.0203333 0.0166231 0.0130198 0.0170314 0.0209811 0.0237887 0.0140826 0.0134976 0.0178198 0.0164104 0.0166353 0.016987 0.0166672 0.0160661
internal_weight=0 511 2610 565 400 85 2045 1101 944 315 1078 445 57 120 77 991 87 904 92 812 74 51 351 316 64 108 738 677 644 543
internal_count=3121 511 2610 565 400 85 2045 1101 944 315 1078 445 57 120 77 991 87 904 92 812 74 51 351 316 64 108 738 677 644 543
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=31
num_cat=0
split_feature=1 2 0 10 0 401 4 124 13 2 1446 43 4 160 133 15 49 33 147 123 34 13 13 0 4 151 1420 158 1454 1446
split_gain=0.994363 0.261873 0.150797 0.137721 0.18239 0.16079 0.133015 0.124977 0.129838 0.121346 0.128055 0.104199 0.146203 0.113996 0.106111 0.148337 0.10012 0.0997794 0.12026 0.0937469 0.0913678 0.101889 0.103119 0.0894951 0.141252 0.0861316 0.0842333 0.0848346 0.101568 0.101052
threshold=0.11829500000000003 0.10188000000000001 -0.13027499999999997 -0.079859999999999987 -0.05208999999999999 0.085900000000000018 0.42642000000000008 -0.083859999999999976 -0.0093149999999999986 0.15361500000000003 0.10324000000000001 -0.064334999999999989 -0.42529999999999996 0.10455000000000002 -0.14169499999999999 0.024640000000000006 -0.088694999999999982 0.083840000000000012 0.089365000000000014 0.12630500000000003 -0.021334999999999996 -0.28558999999999996 0.10935500000000002 -0.010949999999999998 -0.033174999999999989 0.015440000000000001 -0.084814999999999988 0.07968500000000002 0.081720000000000015 0.11581000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 -2 19 16 8 -1 10 11 13 -13 -4 -14 -16 -3 18 26 20 -5 -22 23 24 -23 -18 -9 29 -29 -28
right_child=3 2 9 5 -6 -7 -8 17 -10 -11 -12 12 14 -15 15 -17 25 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.013593931494242685 0.0081557021311977323 0.014780140118229958 0.016945874734100568 0.0062668503788502325 -0.0038792164251208309 0.0013064337389854094 0.016933218141396842 0.019719535240437836 0.0050576464776116029 0.0057879000224850402 0.0055762479780241854 0.015974599032881946 0.014920895934409026 0.0095902259731665274 0.0066824321946627706 0.013500601492166794 0.0084873961615560597 0.021451193641959913 0.0090231985426866088 0.0032233368000015618 0.0073426862457055464 0.019456190458202568 0.0065816052974416658 0.018734352992704283 0.010554936002293465 0.0013045228645205498 0.014229914234234302 0.017194847598367105 0.0096952116256579773 0.020633527431637051
leaf_weight=49 34 21 134 46 20 24 21 32 28 22 20 85 49 25 78 54 101 21 39 20 53 22 26 26 94 20 1726 186 20 25
leaf_count=49 34 21 134 46 20 24 21 32 28 22 20 85 49 25 78 54 101 21 39 20 53 22 26 26 94 20 1726 186 20 25
internal_value=0 0.0139143 0.0121236 0.00835995 0.00369832 0.00916937 0.0095049 0.0144449 0.0104898 0.0130377 0.0133961 0.0137641 0.0125535 0.0157893 0.0109469 0.00947168 0.00840634 0.0145936 0.0145226 0.0098269 0.0103215 0.0111655 0.0123715 0.0134316 0.0122431 0.00730014 0.0146304 0.0145472 0.0164667 0.0143213
internal_weight=0 2756 630 365 54 311 163 2126 77 467 445 425 266 159 181 132 142 2049 2028 287 267 221 168 142 116 121 1989 1957 206 1751
internal_count=3121 2756 630 365 54 311 163 2126 77 467 445 425 266 159 181 132 142 2049 2028 287 267 221 168 142 116 121 1989 1957 206 1751
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=31
num_cat=0
split_feature=4 2 2 1 150 149 15 48 16 3 3 0 52 12 150 3 51 12 150 0 1 403 159 159 12 47 156 16 52 457
split_gain=0.816434 0.243512 0.167756 0.159629 0.167987 0.135637 0.104317 0.120166 0.103207 0.136593 0.152772 0.177236 0.104828 0.101452 0.10088 0.11972 0.101653 0.122175 0.0987745 0.108845 0.104821 0.0992164 0.0964526 0.13426 0.0796601 0.0784267 0.0771322 0.1082 0.123087 0.0846554
threshold=0.27287000000000006 0.14285500000000004 0.25063000000000007 0.091195000000000012 1.0000000180025095e-35 0.07770500000000001 -0.03241999999999999 0.094925000000000023 0.19444000000000003 -0.14186499999999996 -0.11255999999999998 -0.074824999999999989 0.070205000000000017 0.11351500000000002 -0.091839999999999991 0.092670000000000016 -0.14660499999999996 0.11734000000000001 -0.086544999999999983 -0.16360999999999995 0.091900000000000023 0.022375000000000003 0.12693000000000002 0.11058000000000003 0.10227500000000002 0.11518500000000002 0.089300000000000004 -0.090344999999999995 -0.089199999999999988 0.085540000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 18 -2 7 -3 9 -1 11 -11 24 -8 -12 16 -16 22 -5 -20 -21 25 23 -18 -10 -22 27 -6 -29 -30
right_child=2 6 -4 4 26 -7 13 -9 12 10 14 -13 -14 -15 15 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.017013777563915203 0.007395782763857721 0.016620687181130051 -0.00066854190857460101 0.0069086476310269186 0.013305951432826427 0.014923023948302637 -0.0012349140085279942 0.0057899620827464833 0.012647498419438614 0.012733847585817179 0.020246607020852112 0.00075565699898150001 0.0049247908231336629 0.0080902775400318212 0.019259707687486863 0.0072154154535382991 0.013400324027711073 0.0066161563232998129 0.019128032051958146 0.0056401763678244924 0.013496977940531752 0.0063018253150706489 0.018834479560609907 0.0053463891148567205 0.0070146566674370199 0.0098183007074007095 0.01392956197748638 0.010840454223216512 0.0009870437630028889 0.0082741577662527564
leaf_weight=99 302 20 24 33 26 26 20 21 187 30 21 21 24 28 29 32 1440 27 24 23 362 24 32 21 29 69 22 36 44 25
leaf_count=99 302 20 24 33 26 26 20 21 187 30 21 21 24 28 29 32 1440 27 24 23 362 24 32 21 29 69 22 36 44 25
internal_value=0 0.0125149 0.00740193 0.0126858 0.0113726 0.00799245 0.0073689 0.0110732 0.0131394 0.0134058 0.0131897 0.00780165 0.0111946 0.00420478 0.0133612 0.0132698 0.0133948 0.0132829 0.0122082 0.0125566 0.0122266 0.0125596 0.0134035 0.0132846 0.0118912 0.012908 0.00845062 0.0075305 0.00610038 0.0036273
internal_weight=0 2769 352 2680 688 328 89 41 1992 1752 1653 51 240 48 1602 1581 1549 1520 535 502 478 455 1493 1461 216 431 153 131 105 69
internal_count=3121 2769 352 2680 688 328 89 41 1992 1752 1653 51 240 48 1602 1581 1549 1520 535 502 478 455 1493 1461 216 431 153 131 105 69
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=31
num_cat=0
split_feature=1 2 12 132 97 455 4 3 157 3 4 13 133 2 16 3 2 12 1 14 12 3 48 2 12 2 52 1444 15 160
split_gain=0.683942 0.185456 0.147654 0.15074 0.116059 0.12508 0.124377 0.172043 0.129703 0.127558 0.172578 0.117134 0.210743 0.178461 0.140386 0.116043 0.111573 0.107239 0.100151 0.0983449 0.0949997 0.0918403 0.114084 0.104989 0.105883 0.160881 0.248615 0.121936 0.116789 0.168487
threshold=0.12000500000000001 0.10855000000000002 0.089005000000000015 0.081465000000000024 -0.0047149999999999996 0.092985000000000012 -0.070499999999999993 -0.24210499999999999 -0.082819999999999991 0.092670000000000016 0.015030000000000002 0.030370000000000005 -1.0000000180025095e-35 0.10005000000000001 0.037555000000000005 -0.15327499999999997 0.10527500000000002 0.095110000000000014 0.16773500000000005 -1.0000000180025095e-35 0.09202500000000001 -0.14989499999999997 -0.086869999999999989 -0.090999999999999984 0.084405000000000022 0.087625000000000022 -0.016329999999999997 -0.050539999999999995 -0.099734999999999976 -0.083259999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -6 -9 16 -11 15 -13 14 17 -10 19 -14 -2 -8 -4 -21 -23 -24 25 26 -25 -26 -28 -30
right_child=18 2 20 -5 5 -7 9 8 11 10 -12 12 13 -15 -16 -17 -18 -19 -20 21 -22 22 23 24 27 -27 28 -29 29 -31
leaf_value=0.0062024342003636638 0.006939139152913343 0.0083565149951888764 0.017593817822635176 -0.00011270903050899506 0.021616931445896628 0.019577398628462108 0.017855080804261177 0.018732422788937886 0.018403290846617893 0.00032119675485703809 0.011289632176340093 -0.0001274984423071146 0.0068642776192014898 0.0023368853598367424 0.020178307015448812 0.012266936865733975 0.0065554322614334529 0.014207510268965433 0.00010069194249808789 0.0055943047727591228 0.010409641597696905 0.017813607029340886 0.0053996833668982919 0.010938263235530302 0.016863708454184233 0.010209979576309426 0.01457102399529709 0.010557484936703977 0.017074735566973687 0.029388873614370828
leaf_weight=39 311 169 20 24 20 20 23 30 32 26 32 20 37 20 20 834 50 43 23 28 231 27 30 67 32 104 31 733 25 20
leaf_count=39 311 169 20 24 20 20 23 30 32 26 32 20 37 20 20 834 50 43 23 28 231 27 30 67 32 104 31 733 25 20
internal_value=0 0.0112569 0.00938299 0.00730335 0.011612 0.0117036 0.0116346 0.0124304 0.012253 0.0109503 0.00637275 0.0120598 0.00937611 0.01096 0.0126847 0.0124937 0.0111772 0.0108113 0.00646823 0.0113836 0.0109821 0.0112479 0.011396 0.0112297 0.0114025 0.0132026 0.0153791 0.0108213 0.019294 0.0225477
internal_weight=0 2787 444 193 2343 2304 2284 1056 1036 1228 58 1006 140 120 100 866 1170 80 334 1120 251 1097 1069 1042 1012 247 143 765 76 45
internal_count=3121 2787 444 193 2343 2304 2284 1056 1036 1228 58 1006 140 120 100 866 1170 80 334 1120 251 1097 1069 1042 1012 247 143 765 76 45
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 12 4 4 2 2 47 4 14 2 15 0 15 47 0 12 4 3 50 4 1 39 14 40 49
split_gain=34.9396 4.46825 3.63791 2.46043 2.11207 1.80735 1.40467 1.23887 1.12931 0.991775 1.32357 0.770584 0.767885 0.634236 0.614788 0.509855 0.453055 0.584169 0.438463 0.424783 0.591597 0.389259 0.426412 0.386688 0.370691 0.332202 0.33187 0.335466 0.325237 0.272994
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.12043500000000001 0.14285500000000004 0.09141500000000001 -0.16363499999999997 0.41816000000000003 -1.0000000180025095e-35 0.10803500000000001 0.077555000000000013 0.033845000000000007 0.076175000000000007 0.11389000000000002 -0.41942499999999994 -0.11437499999999999 -0.095244999999999982 0.091680000000000011 -0.094654999999999975 0.13597000000000004 -0.064054999999999987 0.090900000000000009 0.041865000000000006 -0.008819999999999998 0.12958500000000003 0.096625000000000016 -1.0000000180025095e-35 -0.077714999999999992 -0.066019999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 8 9 13 -5 24 28 25 14 19 16 21 -6 17 -4 29 -8 -21 -1 -23 -7 -2 -11 27 -12 -3 -9
right_child=1 5 6 7 15 23 12 18 -10 10 26 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012651879095868584 0.001258214897387874 0.00058224134383693575 0.0012850314462218297 0.0012174681196628983 0.00079262908884123254 0.00026975686131249318 0.0013749890709065617 0.00084252428579953756 0.00064220098219770413 0.001179773754933301 0.00084664522724993082 0.0014287994038157102 0.0010423315485412091 0.0014937969710668334 0.00078726331239986212 0.0004105256973344523 0.0012663536838703499 0.00081679380188385642 0.00099743998678404632 0.0011917834808034269 0.0008842467244933633 0.0011452387385313808 0.00085788635848873878 0.00054301649495695195 0.0010286973189659167 0.00083060989265932748 0.00043272430818978798 0.00061077094138791495 0.00034597288152154267 0.00065809565267580395
leaf_weight=69 48 42 21 31 25 85 46 54 22 22 30 35 160 46 20 29 1159 20 31 632 25 84 26 26 62 20 29 102 48 72
leaf_count=69 48 42 21 31 25 85 46 54 22 22 30 35 160 46 20 29 1159 20 31 632 25 84 26 26 62 20 29 102 48 72
internal_value=0 0.00066262 0.00119248 0.0010263 0.000914102 0.000546839 0.00122574 0.000859262 0.00104774 0.00062756 0.000703518 0.0011605 0.00116493 0.00126785 0.00111331 0.000587425 0.00125919 0.00105662 0.000788534 0.00119283 0.00118008 0.00114974 0.00107732 0.000333764 0.00112885 0.00101351 0.000622652 0.000664379 0.000456231 0.000737136
internal_weight=0 590 2531 422 186 404 2109 188 132 293 203 234 863 1246 199 54 1200 41 157 703 657 179 110 111 110 42 161 132 90 126
internal_count=3121 590 2531 422 186 404 2109 188 132 293 203 234 863 1246 199 54 1200 41 157 703 657 179 110 111 110 42 161 132 90 126
is_linear=0
shrinkage=0.00196078


Tree=4109
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 14 1 4 49 1 1 4 1 1 124 1 1 43 50 16 11 47 13 12 4
split_gain=53.6009 8.68399 4.25352 4.08131 3.06556 2.75216 2.0059 1.68936 1.72013 1.37568 1.1393 1.13672 0.831764 0.780254 0.719332 0.639627 0.529409 0.649647 0.526683 0.472708 0.425647 0.376604 0.3663 0.337521 0.325857 0.31286 0.308759 0.333041 0.287948 0.279533
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089775000000000008 0.062655000000000016 0.09253500000000002 -0.062539999999999984 -0.054984999999999992 0.16175000000000003 0.091195000000000012 -0.013514999999999998 0.093100000000000002 0.13075500000000004 -0.081214999999999982 0.12811000000000003 0.12958500000000003 0.064745000000000011 0.041865000000000006 0.11346000000000002 0.084680000000000019 0.08265500000000002 -0.078279999999999975 0.092855000000000007 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 9 19 21 10 15 -4 -10 -2 23 -1 22 26 -5 -3 -14 -9 -11 -6 -7 -15 27 -18 -24 -17
right_child=1 4 11 18 14 24 -8 8 12 16 -12 -13 20 25 -16 29 17 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012346047688041384 0.00071199882919650024 0.00038393061331114156 0.0010428847330155103 0.00059740027449294638 9.1562808618064667e-05 0.00055962862871126529 0.00061871571697635593 0.00098776639049234696 0.00082190855407884844 0.0011949480549623152 0.0014938661780972225 0.00059801436684749749 0.00046642154227556621 0.0010436481344082251 -0.00023698740604878807 0.0011460745124898398 0.0011552518720093624 0.0007482137238862468 0.00025371346505529254 0.00010874834364811582 0.00021686984056776219 0.00064867666812942315 0.00085839263251492892 0.00035964941722797415 0.00088386805711476778 0.0012654670261731749 0.0013053900377423156 0.0010320482814784315 0.0011231380779588339 0.00093946881728288367
leaf_weight=1106 23 48 34 60 65 26 24 34 22 414 59 63 129 87 21 191 138 22 24 48 33 20 22 25 22 34 25 217 56 29
leaf_count=1106 23 48 34 60 65 26 24 34 22 414 59 63 129 87 21 191 138 22 24 48 33 20 22 25 22 34 25 217 56 29
internal_value=0 0.000531518 0.00115633 0.000842686 0.000372088 0.00117293 0.00118262 0.000465908 0.000554473 0.00118856 0.00122726 0.000753948 0.000464169 0.00104305 8.97845e-05 0.0012154 0.00112859 0.00107581 0.000499204 0.000246339 0.000415587 0.000862178 0.00117173 0.000166031 0.000708238 0.00110598 0.00109477 0.00107994 0.00104847 0.00111884
internal_weight=0 673 2448 228 445 2351 2303 334 238 2279 1385 97 184 144 111 1326 894 402 84 96 162 54 492 90 48 121 380 355 78 220
internal_count=3121 673 2448 228 445 2351 2303 334 238 2279 1385 97 184 144 111 1326 894 402 84 96 162 54 492 90 48 121 380 355 78 220
is_linear=0
shrinkage=0.00196078


Tree=4110
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 2 4 47 376 14 2 4 2 4 12 47 4 3 1 124 11 0 147 131 2 4 13 1446 2
split_gain=55.3121 6.27574 5.61047 4.57613 3.16112 2.44719 2.19921 1.88331 1.64399 1.55726 1.20343 1.04884 0.990899 0.986887 0.840864 0.766948 0.724903 0.763209 0.574184 0.57177 0.619305 0.50881 0.660208 0.422789 0.411309 0.60262 0.390974 0.390837 0.376153 0.458051
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.091475000000000015 0.10803500000000001 -0.17966999999999997 0.13082500000000002 0.080200000000000007 0.076175000000000007 0.11389000000000002 -0.0086549999999999978 0.14285500000000004 0.27834500000000006 0.11903500000000002 0.077555000000000013 -0.062539999999999984 0.090900000000000009 0.10124500000000002 -0.072314999999999977 0.080455000000000013 -0.060129999999999996 0.088335000000000011 0.082750000000000004 0.31358000000000003 -0.036839999999999991 -1.0000000180025095e-35 0.037915000000000011 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 6 11 10 9 -6 13 -3 28 16 15 14 -5 21 17 -1 -19 20 -9 22 -7 -8 25 -15 -2 -16 29 -4
right_child=1 3 5 8 7 12 23 19 -10 -11 -12 -13 -14 24 27 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014249728703532231 0.0014616198117383193 0.0011446842782888091 0.0014203166783436547 0.00071243082807395121 0.0013998329326385208 0.0013596591886557519 0.00067668521532101384 0.00078291009756780805 0.00082288569112275015 0.00058144299422993378 0.0017339385067766178 0.00086464088064835889 0.0011833448377500208 0.0002482557544238982 0.00030476265147101654 0.00107439136207382 0.0015814723071780009 0.0012422525591245363 0.00090833227676908354 0.00073850139820864458 0.0011400584840014869 0.001522990935271136 0.0011632634556251534 0.00037218328428399912 0.00046332560744428752 -0.00014558807211727197 0.0011192917595129184 0.0005869335874038584 0.0014927402020560882 0.0013251150192251796
leaf_weight=70 29 77 769 39 28 421 142 35 34 25 46 22 252 59 77 42 33 83 26 85 40 58 78 20 20 20 23 25 183 260
leaf_count=70 29 77 769 39 28 421 142 35 34 25 46 22 252 59 77 42 33 83 26 85 40 58 78 20 20 20 23 25 183 260
internal_value=0 0.000659738 0.00132641 0.000596867 0.00112003 0.00136771 0.000781097 0.000930703 0.000419361 0.00100663 0.00142264 0.00127215 0.0012865 0.000362195 0.000467552 0.0013299 0.00131444 0.00126521 0.0011626 0.000848605 0.000973389 0.00134916 0.00132896 0.000639092 0.00021214 0.000148548 0.00131021 0.000373922 0.00141083 0.00139626
internal_weight=0 590 2531 538 422 2109 264 188 274 102 1258 234 851 240 141 599 212 179 109 160 75 557 499 162 99 79 52 102 1212 1029
internal_count=3121 590 2531 538 422 2109 264 188 274 102 1258 234 851 240 141 599 212 179 109 160 75 557 499 162 99 79 52 102 1212 1029
is_linear=0
shrinkage=0.00196078


Tree=4111
num_leaves=31
num_cat=0
split_feature=1 3 1 45 10 4 2 1455 393 1456 4 1453 16 3 12 150 1 1452 12 3 47 47 16 42 0 3 3 403 16 16
split_gain=1.09278 0.272759 0.167446 0.173715 0.157831 0.116193 0.112062 0.125449 0.118117 0.108544 0.129911 0.122563 0.105138 0.109791 0.138874 0.108862 0.107847 0.0927713 0.0915045 0.0964389 0.094896 0.105808 0.0911593 0.0891974 0.245481 0.126926 0.274811 0.178574 0.123307 0.196514
threshold=0.10293500000000001 -0.065229999999999996 0.14262000000000002 0.094030000000000016 -0.062879999999999978 0.40124500000000002 0.091265000000000013 -0.23681499999999997 0.086855000000000016 -0.14739999999999998 -0.013514999999999998 -0.084064999999999987 -0.25582999999999995 -0.24190499999999995 0.091715000000000005 0.082565000000000013 0.12165500000000001 0.10893000000000001 0.13597000000000004 0.090900000000000009 0.081320000000000017 0.10323000000000002 0.023255000000000001 0.084835000000000008 -0.064339999999999994 -0.086049999999999988 -0.085114999999999982 -0.0076149999999999994 0.083160000000000026 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 -3 -4 6 7 -1 17 10 -9 -11 15 -14 -15 16 -2 18 19 20 -8 -22 -16 28 25 27 -27 -25 29 -13
right_child=1 2 4 -5 -6 -7 8 9 -10 11 -12 23 13 14 22 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.021526193134486678 0.0092543131671845909 0.0077439536979639068 -0.0040656219901783128 0.017312255203723908 0.0057012726696064843 0.0058445907155559827 0.012512531487281467 0.0027154572401195767 0.0051532183166431347 0.021278933850338771 0.014113296114373952 0.014156062107843915 0.018645713250454585 0.0039663774194195868 0.018339722469449045 0.014033125131390989 9.5650511793792263e-05 0.018980168923735621 0.0073200957946634553 0.0086989730596542369 0.021995321503313986 0.012177573854014988 0.011553013765890349 0.023746605202555657 0.0022860214357603003 0.0015241253401406787 0.012955979941688681 0.013582075691166602 0.018399216871969683 0.0041126378998160365
leaf_weight=20 36 370 21 20 78 22 657 20 23 21 20 752 27 20 25 24 20 21 36 62 23 21 95 25 22 22 476 56 66 20
leaf_count=20 36 370 21 20 78 22 657 20 23 21 20 752 27 20 25 24 20 21 36 62 23 21 95 25 22 22 476 56 66 20
internal_value=0 0.00867049 0.00730231 0.00823464 0.00362951 0.0130784 0.0131457 0.0136586 0.012221 0.0135537 0.00841438 0.0136945 0.0113792 0.0128071 0.0116811 0.00839829 0.00598336 0.0124193 0.0122468 0.0124793 0.0128136 0.0173096 0.0129669 0.0135838 0.0126541 0.0130481 0.012451 0.0167193 0.0142505 0.0138959
internal_weight=0 736 489 390 99 2385 2363 1520 843 1500 40 1460 247 167 140 80 56 820 799 763 701 44 120 1439 601 579 498 81 838 772
internal_count=3121 736 489 390 99 2385 2363 1520 843 1500 40 1460 247 167 140 80 56 820 799 763 701 44 120 1439 601 579 498 81 838 772
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 14 0 15 13 0 4 43 4 1 13 4 1 0 42 0 4 13 43 47
split_gain=29.2615 4.7062 2.78298 2.36582 1.45643 1.39748 0.911601 0.877283 0.840348 0.684341 0.59288 0.585473 0.495298 1.02852 0.484619 0.401098 0.385747 0.379645 0.348016 0.698466 0.343983 0.340843 0.319461 0.452896 0.287002 0.589251 0.349107 0.248922 0.237833 0.233477
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.40473500000000007 0.13082500000000002 0.13501500000000002 0.077845000000000011 0.14838000000000004 0.062655000000000016 -0.10607499999999999 -0.11033999999999998 -0.004174999999999999 -0.14226499999999997 0.0082450000000000006 -0.050459999999999998 -0.013125 0.093100000000000002 -0.083364999999999981 0.27834500000000006 0.076935000000000017 -0.038659999999999993 0.084835000000000008 -0.064339999999999994 -0.51253999999999988 0.0027400000000000007 -0.080324999999999994 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 11 -6 10 18 -5 14 12 13 -1 21 -15 24 -16 22 20 -20 -4 23 -7 26 -26 -14 -28 -11 -3
right_child=1 2 7 9 6 8 -8 -9 -10 28 -12 -13 16 15 17 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012958076003552819 0.0011110226705408931 0.0006053059517238152 0.00062899549537791363 0.0010620999496941473 0.0010232125495318136 0.0011089312800257542 0.00062268703238146732 0.0007291571681832408 0.00080049380027001193 0.00077329138367684329 0.00027198299807326801 0.0013405818146978053 0.0014450487494468687 0.00099727872605243225 0.00045487865457625033 0.00069740398008492682 0.0010048929307371812 0.00080805047908250028 0.0011672661725052446 0.0007363949677133872 0.0010125325509223375 0.00035097980328110078 0.0012031207280965759 0.00089661536034822253 0.0011430854296048947 0.00080090453227361046 0.0012009209804028189 0.0011090048807175473 0.00051799790349368955 0.00080585834793016017
leaf_weight=35 76 208 21 28 74 241 31 37 48 47 84 62 20 47 22 27 62 25 73 30 227 88 101 46 594 20 560 142 20 25
leaf_count=35 76 208 21 28 74 241 31 37 48 47 84 62 20 47 22 27 62 25 73 30 227 88 101 46 594 20 560 142 20 25
internal_value=0 0.000650706 0.000593822 0.00110799 0.000713228 0.00112033 0.000904962 0.00044812 0.00105167 0.000804668 0.000404793 0.00115384 0.00114616 0.00101886 0.000476306 0.000887865 0.00115609 0.000642736 0.00106847 0.00102166 0.00105018 0.000404542 0.00110828 0.0010749 0.0011631 0.00113194 0.00118961 0.00118233 0.000697084 0.000626824
internal_weight=0 691 615 2430 338 2335 105 277 766 95 240 1569 1507 109 156 74 1398 47 718 330 300 109 388 287 1336 614 722 702 67 233
internal_count=3121 691 615 2430 338 2335 105 277 766 95 240 1569 1507 109 156 74 1398 47 718 330 300 109 388 287 1336 614 722 702 67 233
is_linear=0
shrinkage=0.00196078


Tree=4113
num_leaves=31
num_cat=0
split_feature=1 52 133 1 15 1 4 52 15 133 133 3 3 13 1 159 42 43 160 151 157 13 16 159 50 43 1429 13 41 16
split_gain=1.03968 0.20083 0.164485 0.274867 0.161042 0.184666 0.145502 0.195693 0.139237 0.193174 0.162394 0.15121 0.164511 0.277262 0.297152 0.14689 0.139992 0.172674 0.127676 0.121462 0.118716 0.118665 0.181397 0.213469 0.117796 0.117549 0.105156 0.0932201 0.129251 0.120659
threshold=0.11146500000000002 -0.26636999999999994 -0.24227499999999996 0.16540500000000002 0.024640000000000006 0.095950000000000021 -0.17966999999999997 0.090245000000000006 -0.11033999999999998 0.081415000000000015 0.10995500000000001 0.10299500000000002 -0.094299999999999981 0.090705000000000008 0.077845000000000011 0.083870000000000014 0.083795000000000022 -0.085739999999999997 -0.010514999999999998 -0.044604999999999992 -0.0091799999999999989 -0.088464999999999988 -0.071854999999999988 -0.017094999999999996 -0.25070499999999996 -0.092909999999999979 0.086095000000000019 0.054800000000000008 0.07677500000000001 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 24 5 8 -7 -8 -1 11 16 12 13 14 -10 19 17 25 -17 -14 -6 -18 23 -23 -4 -11 -24 28 29 -22
right_child=1 2 3 -5 20 6 7 -9 9 10 -12 -13 15 -15 -16 18 21 -19 -20 -21 27 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014754170412149999 0.013632676437338618 0.015643964018672706 0.014052087491886182 -0.0047936511203824058 0.019777621011491178 0.013562027227325255 0.0070801708546998745 0.014814354407672698 0.010037275355913349 0.019565796762704851 0.0088244057230518324 0.0021176102172051157 0.01540742649824596 0.012979990036815013 -0.0026364196003792256 0.021810999725013974 0.0063067629157255098 0.024081867610636569 0.012609414457294502 0.010057952057288613 0.008139102304768232 0.013113208860158921 0.0111184942371705 0.024641736937237198 0.0065366967428108951 0.010349576825636531 0.016760599258832814 0.010560772074422025 0.019754801242942772 0.0134437214708271
leaf_weight=183 47 20 22 21 27 68 203 39 37 25 70 21 51 57 37 25 24 28 38 253 45 36 170 29 401 31 41 131 31 910
leaf_count=183 47 20 22 21 27 68 203 39 37 25 70 21 51 57 37 25 24 28 38 253 45 36 170 29 401 31 41 131 31 910
internal_value=0 0.00740374 0.00677279 0.00637319 0.0123362 0.0116423 0.00947501 0.00832659 0.0122235 0.0117476 0.0132541 0.0104297 0.0107802 0.0077381 0.00370043 0.0118661 0.0140616 0.0176699 0.0162608 0.0109554 0.0132254 0.0130513 0.0136377 0.0182567 0.00692757 0.014464 0.0122148 0.0130671 0.0134 0.0131938
internal_weight=0 511 464 444 2610 1466 310 242 1156 973 454 519 498 131 74 367 384 84 63 304 1144 300 276 65 423 56 211 1117 986 955
internal_count=3121 511 464 444 2610 1466 310 242 1156 973 454 519 498 131 74 367 384 84 63 304 1144 300 276 65 423 56 211 1117 986 955
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 4 3 47 14 10 4 149 150 1 0 43 480 13 1447 484 484 51 16 1213 1213 4 2 1211 13 403
split_gain=0.847856 0.239003 0.163889 0.173273 0.188469 0.162209 0.150713 0.129169 0.124745 0.121802 0.111475 0.109211 0.108302 0.104336 0.0977145 0.097144 0.0942928 0.091153 0.180446 0.151851 0.159273 0.213467 0.230045 0.132465 0.189532 0.165415 0.174517 0.143405 0.131193 0.142751
threshold=0.12000500000000001 0.078300000000000008 0.10855000000000002 0.073895000000000002 -0.064054999999999987 -0.016959999999999999 -0.11171999999999999 0.085505000000000012 -0.10708499999999999 -1.0000000180025095e-35 0.053180000000000012 0.081720000000000015 0.08926000000000002 0.096255000000000021 -0.040504999999999992 -0.080554999999999974 -0.092774999999999982 -0.085384999999999975 -0.085539999999999991 0.091180000000000011 0.085740000000000011 -0.025069999999999999 -0.0087049999999999992 0.027540000000000002 0.104315 0.00063500000000000004 0.088555000000000009 0.080695000000000003 -0.093839999999999993 0.035175000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4 11 -6 -7 16 -2 -8 -10 -9 -15 -3 19 -19 20 21 22 -18 25 -25 26 27 28 29 -23
right_child=7 10 6 4 8 9 12 14 13 -11 -12 -13 -14 15 -16 -17 17 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013470577716361732 0.0036807428482821115 0.0051921538754620342 -0.0012978588085388765 0.014871578921224468 0.016385432345365793 0.0054358771529846965 0.0092111721072992512 0.010274640729543396 0.010360514209505395 0.013778623374445098 0.0095843817793074843 0.011406352361664178 0.0032642744498599958 0.010087144154716622 0.0025897068681106682 0.0013984647369192492 0.013368535491035267 0.0045832347762035696 0.011567780564918846 0.019234385809654166 0.0041848400777036495 0.02128124690868638 0.026317668503717237 0.023423236256222363 0.011267524411709145 0.018786814208523048 0.0053515765643506142 0.018996194400824607 0.0093610933753756845 0.0098894420365633617
leaf_weight=36 215 22 21 107 24 35 121 78 116 35 286 20 41 22 21 31 34 38 1390 36 22 22 23 23 29 26 54 24 147 22
leaf_count=36 215 22 21 107 24 35 121 78 116 35 286 20 41 22 21 31 34 38 1390 36 22 22 23 23 29 26 54 24 147 22
internal_value=0 0.0109464 0.00915744 0.0102773 0.0115053 0.0068019 0.00667285 0.00561465 0.00963907 0.00960725 0.0114257 0.00433824 0.00770609 0.008681 0.0086445 0.00500509 0.0117012 0.0117769 0.0113819 0.0129979 0.0124709 0.0129221 0.0185936 0.0119904 0.0166441 0.0111701 0.0104339 0.0117104 0.010795 0.0155853
internal_weight=0 2787 589 406 300 106 183 334 193 70 2198 235 162 169 99 53 1912 1890 1428 462 426 404 57 347 52 295 269 215 191 44
internal_count=3121 2787 589 406 300 106 183 334 193 70 2198 235 162 169 99 53 1912 1890 1428 462 426 404 57 347 52 295 269 215 191 44
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 14 4 12 3 0 51 1455 48 48 133 13 4 13 52 3 160 42 0 149 1212 43 1375 1375 1420 52
split_gain=0.687312 0.236643 0.168092 0.150384 0.131349 0.124946 0.132422 0.144682 0.139965 0.164004 0.138461 0.125651 0.138719 0.139086 0.117807 0.179542 0.20588 0.152956 0.354063 0.145865 0.141518 0.11683 0.12817 0.1053 0.0994738 0.0979655 0.168422 0.126522 0.116526 0.106007
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.25063000000000007 -0.23960999999999996 -0.072334999999999997 0.11903500000000002 0.11296500000000002 -0.019414999999999998 -0.20636999999999997 0.079300000000000009 0.093265000000000015 0.078735000000000013 -0.071719999999999992 -0.089109999999999981 -0.082249999999999976 -0.085384999999999975 0.08709500000000002 -0.079864999999999978 -0.33012999999999998 0.11688500000000002 -0.055064999999999996 0.07770500000000001 0.11534000000000001 -0.082389999999999977 -0.15308499999999997 -0.15308499999999997 -0.083604999999999985 -0.092399999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 23 -4 7 10 9 21 -7 12 13 14 19 16 -16 18 -17 -12 -19 25 -23 -2 -22 26 -8 -27 -29 -28
right_child=4 -3 5 -5 -6 6 8 -9 -10 -11 11 -13 -14 -15 15 17 -18 20 -20 -21 24 22 -24 -25 -26 27 29 28 -30 -31
leaf_value=-0.0019191885642199356 0.0051728203684162505 0.0043267445725699268 0.017811867049437883 0.0092187756810475276 -0.0019652043254988409 0.01890682139518586 0.019094854479655626 0.0024710185267031192 0.002580237945798656 0.0026237462590815441 0.011506648883036333 0.015947172286092961 0.0038416369521091214 0.018378243851475417 0.011958590564925386 0.0083623336550469208 -0.00029155813869746294 0.0020086348034618869 0.025675218308433181 0.018194780872615342 0.010674968183333095 0.0031359829707071187 0.012581421462818982 0.011805084470296816 0.0051061813199125674 0.0023235506834462286 0.012706352470701038 0.016724183867600832 0.0093530216984741999 0.0095369449409583862
leaf_weight=22 302 75 21 27 24 22 25 20 29 33 199 47 29 24 23 27 34 21 21 39 567 51 20 26 34 25 164 22 852 296
leaf_count=22 302 75 21 27 24 22 25 20 29 33 199 47 29 24 23 27 34 21 21 39 567 51 20 26 34 25 164 22 852 296
internal_value=0 0.0098673 0.0100215 0.00421806 0.00517602 0.0101291 0.0100676 0.0108992 0.00946072 0.00959482 0.0110542 0.010892 0.0106586 0.0108585 0.0106715 0.0100393 0.00465148 0.0104977 0.0159367 0.0126026 0.010078 0.00975293 0.00579667 0.00569855 0.0103599 0.00995588 0.0111013 0.00933793 0.00953857 0.0106669
internal_weight=0 2769 2694 49 352 2645 2624 1107 1517 1488 1087 1065 1018 989 965 727 57 670 48 238 622 1455 71 328 601 1384 485 899 874 460
internal_count=3121 2769 2694 49 352 2645 2624 1107 1517 1488 1087 1065 1018 989 965 727 57 670 48 238 622 1455 71 328 601 1384 485 899 874 460
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=31
num_cat=0
split_feature=1 123 44 3 13 15 15 47 402 3 0 12 4 16 2 1204 49 159 3 13 40 147 3 159 49 0 4 12 160 4
split_gain=0.575425 0.165272 0.133726 0.127403 0.178952 0.280496 0.113983 0.0979644 0.102813 0.10331 0.0993567 0.231574 0.106888 0.131892 0.0970245 0.146082 0.125961 0.103737 0.0970001 0.0952283 0.103172 0.097018 0.103214 0.0880948 0.0871131 0.103323 0.134007 0.12635 0.183293 0.0990111
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.11296500000000002 -0.42195999999999995 -0.0058549999999999991 -0.24436499999999997 0.085505000000000012 0.09388500000000001 -0.010424999999999999 -0.10474999999999998 -1.0000000180025095e-35 0.50500500000000004 -0.11118499999999999 0.088850000000000012 -0.079429999999999987 -0.097394999999999995 0.14765500000000001 0.13524500000000003 -0.16152999999999998 0.051255000000000002 0.089365000000000014 0.10542000000000001 0.13642500000000002 -0.014169999999999999 -0.11173999999999999 -0.14098499999999997 0.085700000000000012 -1.0000000180025095e-35 0.0016150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -5 18 -3 8 9 -2 11 -11 -12 -14 16 -16 -1 19 -6 -17 21 22 -21 24 -18 27 -27 28 -26 -28
right_child=7 6 -4 4 5 -7 -8 -9 -10 10 12 -13 13 -15 15 17 23 -19 -20 20 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.015707552994546646 0.0065672492325705078 -0.00053992487567787364 0.015822989035975829 0.012821752535179257 0.01080118100367615 -0.006754289378988601 0.0069001018013484005 0.0071206808477673085 -0.0034874865622259682 0.013894535792060198 0.0052990963772082565 -0.00067516650694111988 0.0015927147534966935 -0.0084654605778103527 0.0016724793152177648 0.0016620551655068994 0.0067506168459658513 0.015594647832525274 0.0023012797851115463 0.0087807132492672118 0.001515303421765566 0.0030664093306705612 0.015707443534417758 0.003408684356785987 0.010357793755829334 0.0037189456697150659 0.010132863760338964 0.0080222588498145338 0.022467047651298346 0.006818893881905071
leaf_weight=34 91 24 29 25 29 21 145 99 20 20 26 24 32 22 31 20 96 21 25 970 20 29 22 23 25 37 1009 28 25 99
leaf_count=34 91 24 29 25 29 21 145 99 20 20 26 24 32 22 31 20 96 21 25 970 20 29 22 23 25 37 1009 28 25 99
internal_value=0 0.00887443 0.00907009 0.00899445 0.0054947 0.00305235 0.00584353 0.00448206 0.00337047 0.00400842 0.00213056 0.00594743 3.12906e-05 -0.00250506 0.00913506 0.00844085 0.00969658 0.00863477 0.00686604 0.00849701 0.00862833 0.00876766 0.00893433 0.00954429 0.00965128 0.00987897 0.00963907 0.0134006 0.0164124 0.00983676
internal_weight=0 2787 2618 2589 100 75 169 334 235 215 124 44 80 54 2489 1113 1376 1082 54 1061 1041 1021 992 1342 1319 1223 1145 78 50 1108
internal_count=3121 2787 2618 2589 100 75 169 334 235 215 124 44 80 54 2489 1113 1376 1082 54 1061 1041 1021 992 1342 1319 1223 1145 78 50 1108
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=31
num_cat=0
split_feature=2 1 15 147 151 12 2 0 403 150 0 0 52 43 3 48 13 12 3 158 1454 148 4 482 16 483 479 479 480 484
split_gain=0.475245 0.20328 0.167183 0.144972 0.210419 0.121636 0.270882 0.109561 0.100741 0.0971684 0.094562 0.0912712 0.0905088 0.0867912 0.115691 0.0956811 0.0954065 0.099339 0.0933782 0.0800971 0.170212 0.0970567 0.0907097 0.0856192 0.094518 0.120981 0.116839 0.283303 0.137397 0.0913325
threshold=0.13404500000000005 0.096325000000000008 -0.083359999999999976 0.099230000000000013 0.059255000000000009 -0.42850999999999995 0.31358000000000003 -0.074824999999999989 -0.021474999999999998 0.087000000000000008 -0.062294999999999996 -0.10474999999999998 0.070205000000000017 -0.050459999999999998 -0.0025099999999999996 0.091635000000000008 -0.0093149999999999986 -0.083994999999999986 0.13524500000000003 0.07968500000000002 0.088250000000000009 -0.084449999999999983 0.24564500000000003 0.11816500000000001 -0.071854999999999988 0.083960000000000021 0.10713500000000002 0.086465000000000014 -0.068944999999999992 -0.084899999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 8 4 9 -2 7 11 -3 -4 -9 -7 -12 14 16 -15 -10 -18 -17 21 -21 -1 23 24 25 -23 27 28 -26 -30
right_child=5 2 3 -5 -6 6 -8 10 13 -11 12 -13 -14 15 -16 18 17 -19 -20 20 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.012992053274235622 0.010777095849625766 -0.0017913463588973338 0.0083668776740309769 0.00016946330990480341 0.016522983977825371 0.0033231669469032349 -0.0065598669025348499 0.010539598794227155 0.0074922272048053755 0.0035292482402707846 0.0061842116174639031 -0.0046610791659490629 -0.00025016589097504038 0.0088286348425064814 -0.0013801418115488358 0.0072239750837280355 -0.002513051069735621 0.0065090407536405595 -0.0018646896671270952 0.010917847914275367 0.0017000584079968661 0.0085360218889473979 0.002424740156025759 0.013647177223382252 0.014907894405769185 0.013909583555703814 0.014247848326340318 -0.0045906953956000507 0.0096776699418058762 0.0067998456766449715
leaf_weight=41 20 22 272 23 29 41 28 30 69 49 69 22 32 95 36 26 26 23 20 224 22 877 28 28 24 44 24 20 130 727
leaf_count=41 20 22 272 23 29 41 28 30 69 49 69 22 32 95 36 26 26 23 20 224 22 877 28 28 24 44 24 20 130 727
internal_value=0 0.0079217 0.00642504 0.00786002 0.0083654 0.00330771 0.00263479 0.00396185 0.00473655 0.00762842 0.00560987 0.000535018 0.0041456 0.00522338 0.00358212 0.00701596 0.00509604 0.00172181 0.00327238 0.00839347 0.0100935 0.00817823 0.00807447 0.00815888 0.00807563 0.00879274 0.00736163 0.0071782 0.00744537 0.00723639
internal_weight=0 2879 690 373 350 242 222 194 317 321 131 63 101 295 154 141 118 49 46 2189 246 1943 1902 1874 1846 921 925 901 881 857
internal_count=3121 2879 690 373 350 242 222 194 317 321 131 63 101 295 154 141 118 49 46 2189 246 1943 1902 1874 1846 921 925 901 881 857
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 2 1 2 0 15 2 4 0 4 0 47 14 4 1 13 42 12 15 160 4 159 52
split_gain=32.9465 5.66927 3.41772 2.77891 1.88151 1.7356 1.37283 1.0486 0.866967 0.836401 0.81629 0.679485 1.13822 0.640527 0.579491 0.458122 0.386494 0.366388 0.335039 0.311845 0.279151 0.25037 0.245552 0.360759 0.239272 0.236716 0.228236 0.261053 0.212621 0.210264
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.14122000000000004 0.089410000000000003 0.062655000000000016 0.13082500000000002 0.092120000000000021 0.09253500000000002 0.11474000000000002 -0.10607499999999999 -0.10469999999999999 0.14960000000000004 0.42051500000000003 -0.23091999999999999 0.0082450000000000006 -0.14226499999999997 0.090100000000000013 -0.23083499999999998 -0.036839999999999991 0.091195000000000012 -0.47860499999999995 0.094525000000000012 0.10061500000000002 0.090455000000000021 -1.0000000180025095e-35 0.51388000000000011 0.082585000000000006 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 5 4 6 18 8 13 11 -5 24 12 -1 14 -4 -10 21 -14 19 -3 -2 -13 -15 -24 -7 -8 -16 -28 -21 -17
right_child=1 2 7 9 -6 10 25 -9 15 -11 -12 16 17 22 26 29 -18 -19 -20 28 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011279332167302742 0.0010652306723722162 0.00060725586042826326 0.00044302742683786478 0.00088949517680991623 0.00056883446963095082 0.00096952695180388057 0.0013310017669553999 0.0005699320480614411 0.00063431391930755441 0.00050570429777244553 0.00044315090944445855 0.0010392137239234735 0.00080988392526028198 0.00024665932979521055 0.00034197003565412135 0.0010791387470171574 0.0008690237205796487 0.00050678638787424071 0.00064345768771285775 0.00044352711459339731 0.00079948549427572089 0.00096019849368634929 -0.0001452016835903682 0.00016721440607664285 0.00075505993529862044 0.0011213332329737047 4.0879623968251016e-05 0.00027919954961177958 0.00029005970170094568 0.00092720239746912393
leaf_weight=39 55 33 58 34 41 40 47 37 20 61 23 1152 46 22 30 37 61 23 34 119 21 178 30 27 40 37 43 30 49 654
leaf_count=39 55 33 58 34 41 40 47 37 20 61 23 1152 46 22 30 37 61 23 34 119 21 178 30 27 40 37 43 30 49 654
internal_value=0 0.000486576 0.000424141 0.000971796 0.000985171 0.000556466 0.000992612 0.000262676 0.00098326 0.000643061 0.000768699 0.00101001 0.000860187 0.000215307 0.000286264 0.00092687 0.00102164 0.000708851 0.000463445 0.000432995 0.000991801 0.00102864 7.06993e-05 2.78489e-06 0.000862293 0.00123865 0.000197989 0.000138819 0.000398766 0.000935338
internal_weight=0 691 615 2430 2335 338 2294 277 2210 95 103 1499 108 240 161 711 1391 69 235 201 76 1330 79 57 80 84 103 73 168 691
internal_count=3121 691 615 2430 2335 338 2294 277 2210 95 103 1499 108 240 161 711 1391 69 235 201 76 1330 79 57 80 84 103 73 168 691
is_linear=0
shrinkage=0.00196078


Tree=4119
num_leaves=31
num_cat=0
split_feature=1 2 123 48 16 16 4 15 2 48 43 14 11 41 402 402 0 1210 0 133 160 2 42 3 3 3 1446 1 148 51
split_gain=0.495279 0.1472 0.1187 0.132461 0.091225 0.25472 0.329916 0.086563 0.0862703 0.103342 0.0984409 0.0789775 0.0783227 0.156184 0.0771966 0.144149 0.111571 0.146229 0.099341 0.115893 0.114267 0.141118 0.10486 0.134113 0.100768 0.0928829 0.0845832 0.075692 0.173895 0.113355
threshold=0.12000500000000001 0.10188000000000001 0.085290000000000019 0.13438000000000003 -0.39185999999999993 -0.15012499999999998 0.51303500000000013 -0.47006499999999996 0.14530500000000005 0.016865000000000002 -0.0071849999999999995 0.076975000000000002 0.077290000000000011 0.079885000000000025 0.085720000000000018 0.073745000000000019 -0.071339999999999987 -0.3960249999999999 -0.086409999999999987 -0.14794999999999997 -0.025879999999999997 0.084055000000000005 0.085730000000000015 -0.091054999999999983 -0.086224999999999982 -0.080289999999999986 0.11018500000000002 0.080270000000000022 -0.079549999999999996 -0.085534999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 7 -2 -6 8 -3 9 10 -7 14 -13 -14 15 26 17 -16 19 -19 -21 -22 23 -20 -25 -23 27 29 -29 -1
right_child=4 2 -4 -5 5 6 -8 -9 -10 -11 -12 12 13 -15 16 -17 -18 18 22 20 21 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.011609629236444758 0.0018676149284666673 0.013578293995843047 0.0022923707480589721 -0.0010024167457595467 0.015617259769212632 0.0071059566972024261 -0.0071976506940858529 0.0070363355289235104 0.0021143290461932726 0.0029633233414238531 0.015482429591938855 0.0080498658407192961 0.019643590998991083 0.0076782726962119343 0.00096062953583896159 -0.00030918239915211291 0.016924695875495673 0.013829801741163605 0.016107962810960802 0.012630882698365235 0.0094252223112562209 -0.0043216743692755704 0.016301456426950418 0.0024083658605813982 0.011479968829856566 0.0050943184093656868 0.012691889335646443 -0.00023758884278997301 0.0074370408761117897 0.0081052487682583881
leaf_weight=102 140 21 59 20 21 47 23 549 47 36 20 39 24 20 20 21 20 26 23 22 32 20 38 25 24 22 38 31 620 971
leaf_count=102 140 21 59 20 21 47 23 549 47 36 20 39 24 20 20 21 20 26 23 22 32 20 38 25 24 22 38 31 620 971
internal_value=0 0.00788809 0.00656902 0.00699668 0.00381307 0.005217 0.00395454 0.00727736 0.00566454 0.00728455 0.0096064 0.0082885 0.0113127 0.0142048 0.00816635 0.00792696 0.00973557 0.00916501 0.00987228 0.0079074 0.00630342 0.00442228 0.0120515 0.00980849 0.0068516 0.000610512 0.00802513 0.00792226 0.00707158 0.00843838
internal_weight=0 2787 649 590 334 194 173 570 150 103 67 2138 83 44 2055 1783 272 252 232 122 96 74 110 72 49 42 1762 1724 651 1073
internal_count=3121 2787 649 590 334 194 173 570 150 103 67 2138 83 44 2055 1783 272 252 232 122 96 74 110 72 49 42 1762 1724 651 1073
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 1 4 12 1 150 1 1 1 1 2 155 16 4 50 1 49 4 1 0
split_gain=100.962 15.9672 8.4443 7.55107 5.60308 4.73673 3.2433 2.88536 2.85023 2.83946 2.34384 1.48162 1.47089 1.30767 1.17834 1.0246 0.882468 0.804202 0.777563 0.734944 0.682445 0.590685 0.551382 0.542489 0.535564 0.458107 0.448844 0.421123 0.405504 0.582332
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.089770000000000016 -0.15289999999999995 0.087005000000000013 0.122715 1.0000000180025095e-35 0.16175000000000003 0.12000500000000001 0.13075500000000004 0.13288500000000003 0.089005000000000015 0.10158500000000002 -0.07550999999999998 0.038415000000000012 0.041865000000000006 0.12958500000000003 -0.053364999999999996 0.042705000000000007 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 17 -4 25 11 15 20 -10 22 21 23 24 -3 -5 -14 -1 -2 -13 28 -6 -8 -9 -15 29 -7
right_child=1 4 7 18 16 10 8 26 12 -11 -12 13 19 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0055198717324709207 0.0052329684636803859 0.0044266350362815116 0.0053049249907540889 0.0046280692878112291 0.003946827033346415 0.005373954667833707 0.0051219963972406269 0.0047490046511059394 0.0049731665265326406 0.0058505732700674653 0.0048122699325703821 0.0048135223926282396 0.0044615934086715079 0.0054295663289036337 0.0048952878932037253 0.0049529571081298627 0.0035942470639192758 0.0040394528876863912 0.0042104736067890341 0.0040764493313277675 0.0054312533211962055 0.0055263608565802556 0.0052139600537541289 0.0052246240883632939 0.0042845263107150209 0.0047480100042679736 0.0044169501810157677 0.0051705929188946486 0.0054975991994666955 0.0050686554331071569
leaf_weight=976 74 30 34 60 65 169 34 34 20 76 41 20 142 228 29 30 21 66 24 22 508 41 39 131 25 20 29 27 78 28
leaf_count=976 74 30 34 60 65 169 34 34 20 76 41 20 142 228 29 30 21 66 24 22 508 41 39 131 25 20 29 27 78 28
internal_value=0 0.00455402 0.00541154 0.00497596 0.00433784 0.00543493 0.00446468 0.00484459 0.00458739 0.00547934 0.00526048 0.00546364 0.00447115 0.00534128 0.0052485 0.00530263 0.00395618 0.00416045 0.00450876 0.00440993 0.00548954 0.00533757 0.00507822 0.00532847 0.00404063 0.00498348 0.00459615 0.00540215 0.00537794 0.00533056
internal_weight=0 673 2448 228 445 2351 334 97 238 1874 477 1798 184 314 144 436 111 96 84 164 1484 115 59 406 90 54 63 255 275 197
internal_count=3121 673 2448 228 445 2351 334 97 238 1874 477 1798 184 314 144 436 111 96 84 164 1484 115 59 406 90 54 63 255 275 197
is_linear=0
shrinkage=0.00196078


Tree=4121
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 12 42 13 14 41 123 13 39 42 16 0 52 13 40 48 3 15 51 3 43 400 1213 133 484 0
split_gain=0.620646 0.207002 0.176309 0.223818 0.150415 0.133052 0.12706 0.143539 0.172612 0.114368 0.12589 0.247992 0.293657 0.149238 0.119688 0.105329 0.093263 0.0883915 0.103697 0.0825672 0.106514 0.0928302 0.0818667 0.0776854 0.082082 0.172 0.109636 0.115811 0.20755 0.189363
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.092465000000000006 -0.019989999999999997 -0.011914999999999999 -0.10708499999999999 0.082735000000000017 0.088610000000000008 -0.39067499999999994 0.084780000000000008 0.099210000000000007 -0.25582999999999995 0.22582000000000002 -0.063789999999999986 -0.0075049999999999987 -1.0000000180025095e-35 0.10168500000000001 -0.073309999999999986 -0.13578499999999996 -0.047599999999999996 0.10732000000000001 0.016310000000000002 -0.064794999999999978 0.12389500000000002 0.11524500000000001 -0.064799999999999983 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 22 3 4 -3 -5 -4 9 -9 10 11 14 -13 -12 -8 19 -16 18 -6 21 -21 -1 -2 24 26 -26 27 -23 -29 -30
right_child=1 2 6 5 17 -7 7 8 -10 -11 13 12 -14 -15 16 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.015360700313442763 0.01100416721209236 0.013623203841391311 0.0013006609515286982 0.01794980299205352 0.010117982915076226 0.01110967295998264 0.00066432665660977374 0.016828361191853349 0.0082568942246661996 0.01157607160637091 0.013053725699357916 -0.011645375265340721 0.0050780609737904299 0.0033084976300597189 0.0056122161362630631 0.0048623138526454578 0.014428062248043716 -0.00015079089101742614 0.0028950629117233413 0.011476981596745275 0.0047370384994075837 0.012681989888782106 0.017590550033492035 0.0077273810855471164 0.018308369833643416 0.010123338198370654 0.016986741982664002 0.0014279927709139884 0.0090885943362826668 0.015830469288442645
leaf_weight=94 46 29 36 39 46 105 25 28 146 29 33 21 21 30 30 20 20 22 35 81 33 1478 32 39 28 309 53 24 127 62
leaf_count=94 46 29 36 39 46 105 25 28 146 29 33 21 21 30 30 20 20 22 35 81 33 1478 32 39 28 309 53 24 127 62
internal_value=0 0.00882152 0.00827331 0.0102358 0.00726144 0.0129622 0.00698062 0.00751451 0.00963621 0.00574812 0.00480917 0.00286857 -0.00328366 0.00841314 0.00631381 0.0120884 0.00913855 0.00547026 0.00699697 0.0121505 0.00952595 0.0122856 0.0137063 0.0121492 0.0122321 0.0108034 0.0125082 0.0123678 0.0101879 0.0113002
internal_weight=0 773 695 276 132 144 419 383 174 209 180 117 42 63 75 2348 50 103 81 2328 114 2214 78 2120 2081 337 1744 1691 213 189
internal_count=3121 773 695 276 132 144 419 383 174 209 180 117 42 63 75 2348 50 103 81 2328 114 2214 78 2120 2081 337 1744 1691 213 189
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=31
num_cat=0
split_feature=1 3 4 39 2 2 14 2 2 4 1 0 49 1 47 1 12 49 1 51 1 0 12 12 2 12 4 3 124 4
split_gain=40.8978 6.96551 3.51578 3.50812 2.68546 1.9198 1.65289 1.44906 1.41587 1.31715 1.19246 0.89495 0.867294 0.854486 0.754031 0.648408 0.593603 0.590562 0.557451 0.556951 0.493682 0.462375 0.705486 0.430527 0.558237 0.433458 0.417712 0.585202 0.416279 0.403338
threshold=0.104035 -0.059315 0.27834500000000006 0.056590000000000008 0.14753000000000002 0.10188000000000001 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 -0.10096999999999999 0.14233500000000002 0.085605000000000014 0.078875000000000015 0.12408500000000001 0.088245000000000004 -0.054984999999999992 0.16175000000000003 0.086685000000000012 0.13075500000000004 -0.14723999999999998 0.084290000000000018 0.086095000000000019 0.10855000000000002 0.095780000000000018 -0.52556499999999995 -0.13927999999999999 -0.081214999999999982 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 5 7 6 11 28 -9 -10 -5 13 23 21 19 29 26 -2 -6 -15 -4 -1 -23 24 -7 -25 -13 -28 -3 -11
right_child=1 4 20 10 18 12 -8 8 9 15 -12 16 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0015490301928891175 0.00097110037725370107 0.00066002712310368218 0.00084837227688556842 0.0012116183843251065 0.00044821000851171151 0.0012461911234847732 0.0016543134631571014 0.0012143622265726912 0.0011374095849490181 0.00071590009878377912 0.0008373707036405583 0.0016960327448297282 0.00084298971473447195 0.00073086800367808808 0.0013866064712113025 0.00052404072121338776 0.0013489234955795101 0.0013064854496953957 8.7804591629295889e-05 0.0011536584155537181 0.00051640717718245011 0.00094786190080876442 0.0013722238941845577 0.0013945279242746722 0.00086282342481796095 0.0012325668893829018 0.0011143295197851128 0.0014251904566897813 0.00040311234807435825 0.00096306054500405877
leaf_weight=31 24 49 61 67 77 40 83 30 31 110 64 21 21 25 20 56 838 127 21 23 24 20 61 94 23 196 24 779 48 33
leaf_count=31 24 49 61 67 77 40 83 30 31 110 64 21 21 25 20 56 838 127 21 23 24 20 61 94 23 196 24 779 48 33
internal_value=0 0.000800272 0.00107362 0.00134088 0.000658492 0.00135867 0.00138364 0.000737416 0.000813719 0.000761461 0.00102878 0.00137145 0.00123012 0.00124012 0.00106673 0.000702896 0.00138567 0.00125318 0.00037098 0.000933455 0.000754641 0.00134538 0.00126744 0.00125315 0.00110623 0.00128506 0.00142304 0.0014159 0.000532894 0.000772937
internal_weight=0 691 236 2430 455 2299 1925 357 260 230 131 1842 374 180 68 199 1662 151 98 48 85 112 81 353 63 290 824 803 97 143
internal_count=3121 691 236 2430 455 2299 1925 357 260 230 131 1842 374 180 68 199 1662 151 98 48 85 112 81 353 63 290 824 803 97 143
is_linear=0
shrinkage=0.00196078


Tree=4123
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 47 3 14 4 1 2 0 15 0 4 4 16 4 12 15 11 13 157 16 16 43 0 16 16
split_gain=30.5694 5.33271 3.16381 2.48295 1.75224 1.45449 1.30007 1.28793 0.984931 0.969387 0.780118 0.702118 0.671507 0.691125 0.59138 0.58299 0.54178 0.469318 0.393016 0.527062 0.35201 0.32511 0.31946 0.314136 0.270022 0.267844 0.244765 0.244492 0.229614 0.22756
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 0.13082500000000002 -0.022174999999999997 0.062655000000000016 0.033845000000000007 0.077845000000000011 0.14285500000000004 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.27834500000000006 0.27834500000000006 -0.44310499999999992 -0.49013999999999996 0.08401500000000002 -0.41942499999999994 0.086080000000000018 -1.0000000180025095e-35 -0.23976499999999998 -0.039889999999999988 0.19444000000000003 -0.080324999999999994 -0.062294999999999996 -0.11118499999999999 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 8 11 27 9 12 -5 15 13 -1 23 -4 17 -11 21 -20 -13 25 -17 -14 -15 -16 -12 -3 -22 -7
right_child=1 2 6 10 -6 29 -8 -9 -10 16 26 20 14 24 18 22 -18 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013181205780482758 0.0011661934786475234 0.0011308325817460955 0.00070031348465112602 0.0011077028279211007 0.00063617345839619933 0.00069424017314233027 0.0008024089018136626 0.00064058684282844848 0.0013717000843151833 0.0012093918921511158 0.00079529011714543011 0.00043232996830105719 0.00099600760851896756 0.00079856659278700612 0.0014603255182699438 0.00035592443123851129 0.00075392849417984381 0.0010242790520405855 0.0008786768793515974 0.0011246468170691896 0.0003179460713555476 0.0010212453569699226 0.00061103178911349346 0.0012099469019581457 0.0010596126528347239 0.0012223392693825016 0.00053630310749890758 0.00088604146025093996 7.8796759354026987e-05 0.00096519697530596867
leaf_weight=20 76 62 39 28 215 26 37 40 84 72 47 37 27 39 24 77 22 196 36 481 29 23 25 1163 25 75 20 21 33 22
leaf_count=20 76 62 39 28 215 26 37 40 84 72 47 37 27 39 24 77 22 196 36 481 29 23 25 1163 25 75 20 21 33 22
internal_value=0 0.000676194 0.000615642 0.00114358 0.000742956 0.00115623 0.00046029 0.000929609 0.00116331 0.00115537 0.000832846 0.000407546 0.00117138 0.000999962 0.00117926 0.000496413 0.00104973 0.00107401 0.00113114 0.00110752 0.000280979 0.00123125 0.000418451 0.00120509 0.000900538 0.00128003 0.000717981 0.0010689 0.000190657 0.000818429
internal_weight=0 691 615 2430 338 2335 277 123 2287 2203 95 240 1913 84 1829 141 290 268 639 517 99 122 102 1190 64 99 67 83 62 48
internal_count=3121 691 615 2430 338 2335 277 123 2287 2203 95 240 1913 84 1829 141 290 268 639 517 99 122 102 1190 64 99 67 83 62 48
is_linear=0
shrinkage=0.00196078


Tree=4124
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 1 4 1 2 2 1 150 1 52 1 2 1 50 4 1 49 52 2 4
split_gain=89.3542 13.7691 7.80746 6.73275 5.54694 4.16421 2.7154 2.65733 2.5703 2.44829 2.27771 1.3023 1.2635 1.10468 1.2157 1.04767 0.99131 0.97004 0.866744 0.713764 0.705453 0.69023 0.671066 0.547727 0.525599 0.512205 0.41999 0.364652 0.356692 0.345358
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.13501500000000002 0.122715 -0.15289999999999995 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.16175000000000003 1.0000000180025095e-35 0.13075500000000004 -0.56176499999999996 0.12408500000000001 0.088850000000000012 0.12000500000000001 0.041865000000000006 -0.036839999999999991 0.12958500000000003 0.10347500000000003 0.40674500000000008 0.15109000000000003 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 9 22 25 -4 13 17 24 -9 21 15 -15 23 19 -5 -7 -14 27 -3 -6 -2 -8 -21 29 -12 -1
right_child=1 4 8 18 16 10 7 12 -10 -11 28 -13 20 14 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019440793815781088 0.0016899717695572796 0.00068626000113736565 0.0014920658297673504 0.00087265274493522897 0.00021017454072922961 0.0017995750369811927 0.0013626741376440144 0.0011867986634081485 0.00082310881941624787 0.0020115872001192766 0.0012056683251714048 0.0010738683435020614 0.0007402313515730742 0.0011793344958867156 0.0011126683265401903 0.001615405568614807 -0.00016807412500836715 0.001160711221594648 0.0004317592500763781 0.0015464624101642211 0.00044559849779200712 0.001617669490978477 0.00033257601269981777 0.00055168698329989823 0.0014225699621088364 0.00096722188752655885 0.0013958909585906297 0.0014565134537198752 0.00086494217340657908 0.0017057894712580572
leaf_weight=24 50 30 34 60 65 35 34 20 63 76 27 29 122 23 23 268 21 29 24 268 42 527 66 25 65 20 97 22 21 911
leaf_count=24 50 30 34 60 65 35 34 20 63 76 27 29 122 23 23 268 21 29 24 268 42 527 66 25 65 20 97 22 21 911
internal_value=0 0.000796026 0.00160274 0.00118785 0.000595273 0.00162524 0.000721475 0.000833759 0.00105759 0.00166687 0.00146167 0.00144519 0.000721518 0.0016523 0.00154664 0.00158094 0.000215531 0.00150699 0.000746683 0.0015321 0.000664777 0.00167465 0.000443102 0.000305039 0.00153883 0.00121621 0.00150645 0.00170603 0.0010566 0.00171191
internal_weight=0 673 2448 228 445 2351 334 238 97 1874 477 144 184 1798 314 291 111 429 84 400 164 1484 96 90 115 54 365 957 48 935
internal_count=3121 673 2448 228 445 2351 334 238 97 1874 477 144 184 1798 314 291 111 429 84 400 164 1484 96 90 115 54 365 957 48 935
is_linear=0
shrinkage=0.00196078


Tree=4125
num_leaves=31
num_cat=0
split_feature=1 3 45 2 4 15 403 0 4 16 14 10 12 15 0 157 49 52 394 1 49 394 0 124 42 52 12 48 1446 160
split_gain=1.07507 0.302271 0.164651 0.151954 0.140729 0.128391 0.126409 0.110268 0.108538 0.105575 0.099603 0.115384 0.104944 0.094506 0.0904433 0.254794 0.202188 0.132121 0.098007 0.101946 0.0945335 0.0874549 0.0796621 0.0784433 0.0832942 0.097861 0.169053 0.180762 0.162832 0.169707
threshold=0.10124500000000002 -0.053259999999999995 0.10526500000000001 0.14753000000000002 -0.03898999999999999 -0.41942499999999994 -0.0059799999999999992 0.22582000000000002 0.010840000000000001 0.51791000000000009 0.062655000000000016 -0.012544999999999999 0.086095000000000019 0.094035000000000007 -0.13027499999999997 -0.049319999999999996 -0.0087849999999999977 0.048520000000000008 -0.0088999999999999982 0.086720000000000005 -0.069799999999999987 -0.15150999999999998 -0.062764999999999974 -0.076779999999999987 0.11457500000000002 0.11277500000000001 0.083935000000000023 0.093265000000000015 0.037915000000000011 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 9 -2 -5 -6 10 -7 -3 11 -1 13 -12 15 -13 20 -18 19 21 -17 -16 -8 -20 25 -25 -27 28 -28 -30
right_child=1 2 -4 5 6 8 22 -9 -10 -11 12 14 -14 -15 18 16 17 -19 23 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0072009600461639747 0.015535674865047137 0.0081261713826650938 0.015989446634426713 0.009097019441786312 0.0040623565092682843 0.0064062215924343986 0.013587248447098924 0.0064972419757395984 -0.0024883458281264588 0.015423282022987093 0.02342874550377019 0.00099824373610317711 0.012761848057870699 0.015127501452419288 0.012578937308086706 0.012073279588437845 0.021439858147984044 0.011863437399268151 0.0094228884969384252 0.010702768388997627 0.0039475974235260352 0.018636232860193686 0.0092536595515220581 0.014508826411474211 0.011735109373806946 0.004285357196045959 0.012869834195506094 0.0054260869958886399 0.02636621665209532 0.013893640875661126
leaf_weight=26 87 355 25 31 25 23 96 20 34 21 32 20 33 24 30 41 34 25 39 27 22 116 76 1401 155 23 209 27 20 24
leaf_count=26 87 355 25 31 25 23 96 20 34 21 32 20 33 24 30 41 34 25 39 27 22 116 76 1401 155 23 209 27 20 24
internal_value=0 0.00959118 0.00808418 0.00765825 0.012186 0.00391758 0.0107067 0.0138908 0.00110069 0.00853372 0.0139543 0.0138239 0.0172351 0.0198711 0.0139017 0.0114603 0.0131754 0.0173821 0.0140691 0.0163477 0.00923574 0.0173916 0.0116724 0.0138614 0.0139545 0.0141564 0.0125268 0.0132038 0.0140339 0.019563
internal_weight=0 773 489 464 284 88 197 2348 57 376 2328 2239 89 56 2213 142 122 59 2071 173 63 146 172 1898 1859 1704 303 280 253 44
internal_count=3121 773 489 464 284 88 197 2348 57 376 2328 2239 89 56 2213 142 122 59 2071 173 63 146 172 1898 1859 1704 303 280 253 44
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=31
num_cat=0
split_feature=1 3 0 13 45 13 454 12 2 133 4 13 2 16 132 2 2 4 15 41 43 4 3 1209 147 3 12 52 1447 1446
split_gain=0.870811 0.244839 0.134862 0.124228 0.120502 0.108592 0.107705 0.0983975 0.0969545 0.153332 0.133053 0.112353 0.095944 0.109767 0.0928655 0.0921633 0.135158 0.0923837 0.0913451 0.142608 0.109203 0.116235 0.122188 0.0974815 0.116704 0.0942047 0.0884872 0.0872725 0.153923 0.110648
threshold=0.10124500000000002 -0.053259999999999995 0.089620000000000019 0.10820000000000002 0.10526500000000001 -0.11122999999999998 -0.037229999999999992 0.11472500000000001 0.13712500000000002 0.089200000000000015 0.62736500000000006 -0.059629999999999996 0.13404500000000005 0.13751500000000003 0.090440000000000006 -0.0091949999999999983 1.0000000180025095e-35 -0.033174999999999989 0.040760000000000005 0.075585000000000013 -0.51144999999999985 -0.51843499999999987 0.11296500000000002 0.091045000000000001 0.089365000000000014 -0.053259999999999995 -0.089199999999999988 0.11434500000000002 -0.085684999999999997 0.088645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 4 5 6 -2 -3 -5 9 15 -10 -11 18 -14 -7 26 -17 -18 20 25 -1 -22 23 24 -23 27 -8 28 -20 -29
right_child=1 2 -4 7 -6 14 8 -9 10 11 -12 -13 13 -15 -16 16 17 -19 19 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0051774051141641707 0.0062350403719271226 8.3705503493547445e-05 -0.00037556900325315921 0.0013538147280500695 0.014390502233058215 0.013367829844848349 0.009703064052986779 0.01081173595210368 0.0034336192015137889 0.0083743630792014311 0.011785004369448871 -0.0015192350430879742 0.0038507846080594594 0.0133664688476446 0.0063581789788302217 0.016104818635753224 0.015030504576861859 0.0083356646963830532 0.020274748128528398 0.019050290546857002 0.017897159408997089 0.012426692468449524 0.0047490892040988678 0.0055188239689662379 0.006639171364561965 0.017676260711492173 0.0016014532521904377 0.0094843601704170839 0.012980680199065578 0.016878987297726175
leaf_weight=23 30 20 22 22 25 189 28 22 93 22 24 24 27 22 21 35 24 146 30 41 34 1083 23 22 36 42 26 129 812 24
leaf_count=23 30 20 22 22 25 189 28 22 93 22 24 24 27 22 21 35 24 146 30 41 34 1083 23 22 36 42 26 129 812 24
internal_value=0 0.00863206 0.00727576 0.0109674 0.00763621 0.0118629 0.00725418 0.00608278 0.00759401 0.00853281 0.00514672 0.00321249 0.0125017 0.00812313 0.0126669 0.00947773 0.0104459 0.00928082 0.012595 0.0132659 0.0120027 0.0121338 0.0119654 0.0121109 0.0122405 0.0130372 0.00580229 0.0128413 0.0132406 0.0106443
internal_weight=0 773 489 284 467 240 442 44 422 305 117 46 2348 49 210 259 205 170 2299 1078 1221 1198 1164 1141 1119 1037 54 995 842 153
internal_count=3121 773 489 284 467 240 442 44 422 305 117 46 2348 49 210 259 205 170 2299 1078 1221 1198 1164 1141 1119 1037 54 995 842 153
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=31
num_cat=0
split_feature=1 12 1 1375 43 43 13 160 3 132 0 52 0 39 3 49 3 4 16 16 42 2 2 12 3 16 1444 4 51 376
split_gain=0.725558 0.197109 0.14954 0.109318 0.124408 0.141181 0.200289 0.115924 0.108984 0.141023 0.107793 0.135824 0.116526 0.125252 0.106062 0.103799 0.099516 0.0994113 0.0930426 0.0951965 0.0840308 0.0839483 0.124599 0.084796 0.0838376 0.0798545 0.082529 0.103848 0.0923135 0.0785872
threshold=0.12000500000000001 0.078300000000000008 0.085760000000000017 -0.27302499999999996 -0.010344999999999998 -0.11720999999999999 -0.0079349999999999993 -0.080719999999999986 0.30112000000000005 0.10613500000000002 -0.23051499999999997 0.10744000000000002 -0.13455999999999999 0.088090000000000016 0.42240500000000009 0.036705000000000008 0.12745000000000004 0.053180000000000012 -0.44310499999999992 0.51222500000000004 0.094165000000000013 0.13093500000000002 -1.0000000180025095e-35 -0.081419999999999979 -0.049509999999999992 -0.097644999999999996 -0.084274999999999989 -0.51843499999999987 0.307425 0.084545000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -5 15 -6 16 14 -1 12 -12 -14 -10 29 21 25 -19 -20 -21 22 -2 -23 -25 -3 -27 -28 -29 -7
right_child=8 17 3 4 7 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 19 20 -22 23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.018667065956688021 0.0044680414500793348 0.013893864031481018 0.0014044560163959186 0.01341681833565235 0.015258586187721105 0.0070407689028334887 -0.0011555693232771268 0.0091556870644052078 0.0032591441080772453 0.0093959847178596723 0.0057461895747110249 0.0033905565206493651 0.016382919969187389 0.0094959226831712804 -0.0053823893400840464 0.0010994047741405665 0.01181647025759479 0.012150714507151862 0.0070660519699837707 0.0085429465756393409 0.017164718366693706 0.0089700564318759887 0.010873383834528237 0.0058488556183874611 -0.0018511183680065216 0.0053425529971718793 0.017659487664975503 0.011496330879828424 0.0052506973035633571 0.01380268354713917
leaf_weight=20 57 142 22 25 37 55 36 196 49 26 24 21 62 46 20 20 38 96 144 26 20 22 65 26 31 22 27 1697 24 25
leaf_count=20 57 142 22 25 37 55 36 196 49 26 24 21 62 46 20 20 38 96 144 26 20 22 65 26 31 22 27 1697 24 25
internal_value=0 0.0109168 0.0092922 0.00826466 0.00864772 0.00651005 0.00524042 0.0101248 0.00598457 0.00311943 0.011763 0.0108605 0.012049 0.0134496 0.000754352 0.00754297 0.00712344 0.0113521 0.00961326 0.00833117 0.0122915 0.00623619 0.00788072 0.00369654 0.00166115 0.0116122 0.0114292 0.0115058 0.0114092 0.00915387
internal_weight=0 2787 589 416 394 161 136 233 334 95 173 153 132 108 69 100 239 2198 286 190 46 201 122 79 57 1912 1770 1748 1721 80
internal_count=3121 2787 589 416 394 161 136 233 334 95 173 153 132 108 69 100 239 2198 286 190 46 201 122 79 57 1912 1770 1748 1721 80
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=31
num_cat=0
split_feature=1 2 12 15 16 39 124 11 0 48 1424 1 49 129 394 393 403 455 128 128 132 1212 0 4 4 48 49 1 457 403
split_gain=0.587702 0.172189 0.128628 0.122589 0.137594 0.101054 0.146681 0.145252 0.123749 0.116423 0.0988198 0.093574 0.0912294 0.0869112 0.0855114 0.104135 0.137551 0.0867126 0.0818345 0.109546 0.112214 0.0884714 0.0916438 0.144462 0.229199 0.209865 0.127212 0.126765 0.146408 0.120699
threshold=0.12000500000000001 0.10855000000000002 0.089005000000000015 -0.03241999999999999 -0.0087049999999999992 -0.0091949999999999983 -0.083859999999999976 0.097680000000000017 0.13134000000000004 -0.098424999999999985 1.0000000180025095e-35 0.16773500000000005 0.12497000000000001 0.11234000000000001 -0.16013499999999997 0.097165000000000015 -0.084674999999999986 0.092320000000000013 0.11170500000000001 0.084155000000000021 0.0041800000000000006 0.13613500000000003 -0.076234999999999983 -0.17966999999999997 -0.085034999999999986 0.091545000000000015 -0.008964999999999999 0.085605000000000014 1.0000000180025095e-35 -0.53960999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7 8 9 -8 13 -2 -4 14 -11 17 -17 18 19 21 -21 22 26 25 -25 -24 27 28 -16 -26
right_child=11 2 12 4 -6 6 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.016366920234689202 0.0058412994356366278 0.0076492873280938961 0.010240741556225404 0.0081228137947618965 -0.0021504996810108425 0.0063116236599946238 0.017020614370703697 0.0017813021119218323 0.015653941950349269 0.0036705717178327699 0.016823941494592213 -0.00076877884161861054 0.004524544140440412 0.01620052030472004 0.0076416335859473541 0.0096921239190527961 0.018702857577591204 0.016345085354433173 0.0047877087851145098 0.011526905304375799 0.0197758159134537 0.014758544808386693 0.013744940095944558 -0.0021234728745184841 0.013555530419178081 0.002935739464642804 0.010466663646220207 0.00489919035542949 0.01426066155351388 0.0070208424437840748
leaf_weight=26 311 139 219 22 32 98 25 20 43 21 22 23 32 23 110 36 32 21 31 94 20 35 82 25 33 23 1191 87 48 197
leaf_count=26 311 139 219 22 32 98 25 20 43 21 22 23 32 23 110 36 32 21 31 94 20 35 82 25 33 23 1191 87 48 197
internal_value=0 0.0098251 0.00801947 0.00607843 0.00203492 0.0101673 0.0100977 0.0102649 0.0103421 0.0102361 0.0101565 0.00538611 0.00951198 0.010087 0.0100196 0.0100841 0.0139325 0.0099531 0.00988517 0.00996641 0.0129741 0.00977915 0.00968211 0.00825544 0.00697001 0.0113772 0.0100398 0.00796458 0.00965248 0.00795843
internal_weight=0 2787 444 193 54 2343 2317 2219 2199 2156 2131 334 251 2109 2086 2065 68 1997 1976 1945 114 1831 1796 360 255 105 1436 245 158 230
internal_count=3121 2787 444 193 54 2343 2317 2219 2199 2156 2131 334 251 2109 2086 2065 68 1997 1976 1945 114 1831 1796 360 255 105 1436 245 158 230
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=31
num_cat=0
split_feature=4 3 2 2 121 12 45 3 40 149 15 13 42 42 13 3 49 43 0 2 376 4 3 12 42 1453 51 48 160 160
split_gain=0.490626 0.214764 0.158922 0.110312 0.0935948 0.111681 0.118953 0.0892943 0.133878 0.0829381 0.0716549 0.114125 0.10326 0.110182 0.108591 0.0828356 0.0783836 0.110118 0.127185 0.111857 0.0711731 0.0687442 0.132453 0.131349 0.166183 0.0996089 0.0984152 0.113229 0.105644 0.122691
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.25063000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084355000000000013 -0.0037349999999999996 -0.0067649999999999993 0.07770500000000001 -0.56368999999999991 -0.41572999999999993 0.09112000000000002 0.09858500000000002 0.10820000000000002 -0.0025099999999999996 -0.046019999999999998 -0.076124999999999984 -0.26343999999999995 0.13712500000000002 0.083785000000000012 -0.084369999999999987 0.11296500000000002 0.11650500000000001 0.10077000000000001 -0.13306499999999996 -0.18912999999999996 0.092475000000000016 -0.089549999999999991 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 7 21 8 20 10 -2 -12 14 -14 16 -15 -13 -18 -19 -20 -6 23 25 24 26 -23 -7 28 -28 -30
right_child=3 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 13 15 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.015895498292520644 0.010153237612879215 0.0035838536868492764 0.00073213872054348828 -0.0016459481247390311 0.0091981580069113982 0.016604329899630763 0.01548533154341082 0.010842115617655825 3.9436492079403253e-05 0.01079681500291022 -0.00088053055872608507 0.0019939144304953519 -0.0033475946695944005 0.0076838044627543754 0.00035364830135064119 1.0058688728705698e-06 0.0030287743331148076 0.0035825417770649348 0.015072669103570588 0.0063495128171607148 0.0048150570175704973 0.0019382610265165569 0.0019000377005862969 0.0021581039670854805 0.019131998918462723 0.0090349132915076204 0.014783094774280803 0.0032109541264362636 0.0019904768688138574 0.010011586978830676
leaf_weight=20 24 75 23 24 80 22 30 46 32 26 35 20 24 36 23 23 26 21 49 21 69 20 27 20 21 1785 44 25 20 410
leaf_count=20 24 75 23 24 80 22 30 46 32 26 35 20 24 36 23 23 26 21 49 21 69 20 27 20 21 1785 44 25 20 410
internal_value=0 0.00886208 0.00900902 0.00489848 0.00908029 0.00902888 0.0092275 0.00690789 0.00590803 0.00537734 0.00491077 0.00445818 0.00522713 0.00236503 0.00671184 0.00468882 0.00777927 0.00876822 0.0104081 0.0124557 0.0071684 0.00914908 0.00885229 0.0101166 0.0104103 0.00895628 0.0100587 0.00977012 0.0101161 0.00963851
internal_weight=0 2769 2694 352 2671 2651 2424 227 181 328 302 278 243 83 160 59 137 117 91 70 149 2394 1832 562 542 1805 521 499 474 430
internal_count=3121 2769 2694 352 2671 2651 2424 227 181 328 302 278 243 83 160 59 137 117 91 70 149 2394 1832 562 542 1805 521 499 474 430
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 2 52 4 4 1 50 2 1 1 2 49 1 1447 1 49 52 52 475
split_gain=72.8176 11.2707 6.09861 5.7272 4.12018 3.80613 2.31166 2.1294 2.10903 1.92587 1.86266 0.963494 1.0103 0.943806 0.905791 0.833637 0.825178 0.696721 0.622303 0.601165 0.594446 0.543131 0.49778 0.440033 0.374365 0.366343 0.334604 0.324744 0.29857 0.279005
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.52606999999999993 -0.15289999999999995 0.27287000000000006 0.13075500000000004 0.041865000000000006 -1.0000000180025095e-35 0.12000500000000001 0.13265500000000002 0.088850000000000012 -0.054984999999999992 0.12958500000000003 -0.082954999999999987 0.16175000000000003 -0.053364999999999996 -0.56176499999999996 0.40674500000000008 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 11 23 -4 15 21 18 -2 -10 27 -5 25 -13 -3 -16 28 -15 -8 -23 -6 -11 -7 -1 -29
right_child=1 4 9 16 17 10 8 -9 14 26 -12 12 -14 22 20 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0055511597253572048 0.0055500841971835796 0.0046232238704083011 0.00534531000438721 0.0047933052256216415 0.004199364699569403 0.0055502762462059131 0.0052299969474062097 0.005832206544738313 0.0050474827663571226 0.0048982289835655972 0.0049149745620078074 0.005151827879646579 0.0050028415083986817 0.0049396503428005929 0.0046531672969081271 0.0049887974853710746 0.0043631135151277175 0.0044947567658546643 0.0054593102462533634 0.0042884668458166818 0.0043132020689337454 0.0056576431903121458 0.005279752286970466 0.0048634624948688584 0.0054531006800646589 0.0038958976140209271 0.0046115294673138166 0.0055436785314597337 0.0053200642905345793 0.0053402488128115166
leaf_weight=935 45 30 34 60 65 36 34 76 20 34 41 28 23 21 141 23 24 26 263 66 23 37 78 20 490 20 29 28 22 349
leaf_count=935 45 30 34 60 65 36 34 76 20 34 41 28 23 21 141 23 24 26 263 66 23 37 78 20 490 20 29 28 22 349
internal_value=0 0.00472279 0.00545104 0.00507728 0.00454116 0.00547092 0.00464992 0.00551072 0.00475353 0.00496922 0.00531454 0.00549713 0.00539846 0.00531463 0.00465353 0.00535211 0.00467039 0.00421388 0.00542972 0.00439308 0.00460549 0.00551801 0.00520761 0.00509424 0.00546746 0.00412796 0.00476626 0.00537235 0.00554585 0.00535536
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 314 144 184 436 84 111 291 96 164 1484 99 54 527 85 63 413 957 377
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 314 144 184 436 84 111 291 96 164 1484 99 54 527 85 63 413 957 377
is_linear=0
shrinkage=0.00196078


Tree=4131
num_leaves=31
num_cat=0
split_feature=4 3 2 2 123 44 392 48 43 10 2 1 1 147 16 14 2 1 15 1416 13 150 51 1211 133 1213 1213 133 0 2
split_gain=0.570935 0.229465 0.158393 0.102702 0.0989319 0.0915969 0.0745055 0.074259 0.0726114 0.155495 0.145333 0.121199 0.150714 0.115376 0.0949157 0.101803 0.0843569 0.0818238 0.0811158 0.0708885 0.0694732 0.169072 0.132175 0.0959603 0.13767 0.101702 0.170382 0.101772 0.135409 0.120191
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.25063000000000007 1.0000000180025095e-35 0.081805000000000017 0.091685000000000003 0.12118000000000002 -0.05647499999999999 0.09820000000000001 0.11474000000000002 0.13534000000000004 0.14516000000000004 0.08789000000000001 -0.50339499999999993 -0.41790499999999997 -0.0050599999999999994 0.11751000000000002 -0.41942499999999994 1.0000000180025095e-35 -0.07743499999999999 -0.09547499999999999 0.22234000000000001 0.087635000000000005 -0.14169499999999999 0.104315 0.060985000000000004 0.082925000000000013 -0.084509999999999988 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 19 8 14 10 13 17 -13 18 -2 -16 -17 -12 -10 20 23 -22 -23 25 -25 26 27 29 -29 -1
right_child=3 -3 -4 -5 -6 -7 -8 -9 9 -11 11 12 -14 -15 15 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.013766956655363633 0.011415616483153666 0.0072159979535887644 0.0045606907214159557 0.0020815082672925203 0.010363956304802878 0.017913806875922571 0.01863197885129763 0.0037301457881067806 0.014015089817069197 0.00203158829594031 0.0084336052422947956 -0.00140826482209377 0.010138322642216317 0.0091487628126439343 0.009823435865557539 0.0062510021341343723 -0.0028236021101474764 0.015649539410757522 0.022301794593000697 0.017517590453622469 0.0032882665377110248 0.012658482509625034 0.0044725032272981483 0.012366522471843796 0.023431486555415652 0.00756569986542066 0.021980330565660872 0.013076638575181116 0.016896116091463138 0.010496966053536075
leaf_weight=238 34 75 23 24 146 38 23 26 27 20 33 20 26 24 26 21 20 30 21 33 20 1432 20 22 23 30 23 268 142 213
leaf_count=238 34 75 23 24 146 38 23 26 27 20 33 20 26 24 26 21 20 30 21 33 20 1432 20 22 23 30 23 268 142 213
internal_value=0 0.0126719 0.0128238 0.00839617 0.0128949 0.0130413 0.0129668 0.00885822 0.00929971 0.0103989 0.0113234 0.00902042 0.00511807 0.0148099 0.00711227 0.00492848 0.00182437 0.0118698 0.0176405 0.0129139 0.0128514 0.0124199 0.0125457 0.0135137 0.0180219 0.0132918 0.0134861 0.0132592 0.0143995 0.0122226
internal_weight=0 2769 2694 352 2671 2525 2487 328 302 201 181 109 46 72 101 67 41 63 48 2464 2431 1472 1452 959 45 914 884 861 410 451
internal_count=3121 2769 2694 352 2671 2525 2487 328 302 201 181 109 46 72 101 67 41 63 48 2464 2431 1472 1452 959 45 914 884 861 410 451
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=31
num_cat=0
split_feature=4 3 9 160 42 130 2 3 3 40 14 0 0 1 123 16 52 41 473 42 16 149 457 376 150 130 130 474 1417 12
split_gain=0.462457 0.185866 0.137405 0.118362 0.08488 0.0968318 0.0831889 0.0792295 0.203121 0.103337 0.0978333 0.0942028 0.185515 0.142125 0.14837 0.123059 0.0823356 0.141626 0.0776734 0.0707961 0.0888115 0.0690394 0.0655518 0.0723963 0.0850434 0.0671376 0.0937424 0.0635884 0.0784233 0.07137
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.18223500000000001 -0.12279499999999997 0.25063000000000007 0.12745000000000004 0.10893000000000001 0.051255000000000002 0.062655000000000016 -0.13027499999999997 -0.14832499999999996 0.083345000000000016 0.082585000000000006 -0.018494999999999998 -0.088204999999999992 0.07882500000000002 -1.0000000180025095e-35 0.11934000000000002 -0.079734999999999986 0.07770500000000001 0.14090500000000003 0.083960000000000021 -0.091839999999999991 -0.072444999999999982 -0.081769999999999995 -0.093109999999999984 -1.0000000180025095e-35 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 21 8 9 10 11 12 15 -14 -15 -7 -12 -18 -13 22 -21 -2 23 24 -20 26 -26 -27 -29 -30
right_child=6 -3 4 -5 -6 7 -8 -9 -10 -11 16 18 13 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=0.0022127650421241234 0.0075467077350638671 0.0064943981271547574 0.016841060044761335 0.012212556453887373 0.0054530510721220215 0.010097512984939386 0.0018733574945751269 0.015875463477920654 0.0029194723952699593 0.0055982519323671508 0.010907428150566181 0.017534615018445512 0.011812711809761824 -0.0046338349235884382 0.007401011341495351 0.018698782935028985 0.021201964439824222 0.011228215158917011 0.01801340877586468 0.01356420876192195 0.0067436305573210127 0.012916966128306321 0.017367713858506509 0.0072428012240145891 0.011697345154745312 0.0076737363028746008 0.020470271738512177 0.017556537145181843 0.012416019982905653 0.011179454941961054
leaf_weight=29 302 75 36 20 22 80 24 43 27 28 33 23 20 20 21 21 35 24 22 28 60 26 21 35 29 39 21 23 787 1147
leaf_count=29 302 75 36 20 22 80 24 43 27 28 33 23 20 20 21 21 35 24 22 28 60 26 21 35 29 39 21 23 787 1147
internal_value=0 0.0114047 0.0115414 0.00629431 0.0116386 0.0116905 0.00755656 0.0116188 0.0115468 0.0116394 0.0117074 0.0115845 0.00925601 0.00490162 0.00153035 0.0118859 0.0149075 0.0171448 0.0117533 0.0116932 0.00891381 0.0079724 0.0118083 0.0117528 0.0118292 0.0117627 0.015382 0.011672 0.0117517 0.0116826
internal_weight=0 2769 2694 49 2645 2623 352 2587 2544 2517 2489 2397 162 61 41 101 92 59 2235 2212 88 328 2124 2103 2068 2046 50 1996 1957 1934
internal_count=3121 2769 2694 49 2645 2623 352 2587 2544 2517 2489 2397 162 61 41 101 92 59 2235 2212 88 328 2124 2103 2068 2046 50 1996 1957 1934
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=31
num_cat=0
split_feature=1 2 1447 48 156 0 0 0 15 13 39 52 13 52 16 129 2 3 2 16 4 4 43 2 40 12 11 43 52 15
split_gain=0.391929 0.121951 0.092754 0.0935852 0.0841665 0.190664 0.108811 0.229604 0.142669 0.116062 0.120983 0.106957 0.0718986 0.0710302 0.162775 0.146383 0.108604 0.0948057 0.0919286 0.0929729 0.12894 0.0896775 0.0791901 0.0786591 0.070554 0.070201 0.0698373 0.178125 0.210673 0.219294
threshold=0.12000500000000001 0.10188000000000001 -0.074869999999999978 0.13438000000000003 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.090344999999999995 -0.14819499999999997 0.096775000000000014 0.060015000000000006 -0.40078499999999995 0.039215000000000007 0.38525000000000004 0.089245000000000005 0.12669500000000003 -0.073309999999999986 0.13404500000000005 -0.080509999999999984 0.19806500000000002 0.42642000000000008 -1.0000000180025095e-35 0.11237500000000002 -0.080884999999999985 0.099400000000000002 1.0000000180025095e-35 0.035560000000000008 -0.082554999999999976 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 13 5 6 8 -8 12 -9 11 25 -2 14 15 21 17 -16 19 20 -15 24 -21 -24 -4 -11 -1 28 -28 -30
right_child=4 2 3 -5 -6 -7 7 9 -10 10 -12 -13 -14 18 16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.010484794593607641 0.0023536655562929813 0.0023566128546372057 0.0020931895437609894 0.0025432203896343709 0.011689810004706185 -0.00069517033019413554 0.017144236830994485 0.0015577480648503159 -0.003568642917671241 0.0057510601709017881 0.0047951160250083794 0.016972527131438257 0.010638016513191607 0.02075770718511194 0.011659172331988389 -0.0004872043078648858 0.018055964704780353 0.0051416670536647349 0.0053038708339242834 0.012955337845135568 0.011569387021119752 0.013249588118673401 0.011065025902776556 0.0025086921151904838 0.0079400515021925411 0.012387704949027726 0.018348169958751118 0.020473746556788686 0.0024876991310156882 0.013681929359445351
leaf_weight=2015 20 20 23 20 30 36 25 33 20 37 63 20 22 24 110 22 21 28 23 43 42 29 22 21 201 28 28 25 35 35
leaf_count=2015 20 20 23 20 30 36 25 33 20 37 63 20 22 24 110 22 21 28 23 43 42 29 22 21 201 28 28 25 35 35
internal_value=0 0.0102615 0.00906093 0.0092741 0.00663654 0.00613786 0.00705573 0.00816116 0.00338285 0.00692041 0.00811613 0.0105776 0.00669309 0.00949515 0.00880936 0.00733678 0.0113563 0.0103368 0.0111959 0.0120874 0.0149106 0.00801712 0.00992084 0.00688635 0.0073397 0.00860992 0.010626 0.0129393 0.0110172 0.00808481
internal_weight=0 2787 649 629 334 304 268 206 62 181 148 85 42 609 434 275 159 138 175 152 66 253 86 43 224 65 2138 123 98 70
internal_count=3121 2787 649 629 334 304 268 206 62 181 148 85 42 609 434 275 159 138 175 152 66 253 86 43 224 65 2138 123 98 70
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=31
num_cat=0
split_feature=1 2 11 11 52 106 9 483 4 0 14 123 48 128 2 160 160 12 2 0 160 151 16 0 15 51 12 157 158 52
split_gain=0.317462 0.0989674 0.0869505 0.139988 0.0973208 0.0730195 0.0693268 0.0746846 0.0870813 0.0857585 0.199822 0.0656283 0.0784286 0.0726723 0.0756362 0.118365 0.121312 0.0883993 0.0898533 0.153443 0.101439 0.0894261 0.0755693 0.0744541 0.0720241 0.0657427 0.106774 0.0767841 0.0643646 0.0847146
threshold=0.12000500000000001 0.10005000000000001 0.080455000000000013 0.085155000000000022 -1.0000000180025095e-35 0.085655000000000009 0.099965000000000012 0.098395000000000024 0.50500500000000004 -0.087414999999999979 -0.36617499999999997 0.084995000000000015 0.087310000000000013 0.089035000000000017 0.13404500000000005 0.11655500000000001 0.090980000000000019 0.10866500000000003 0.10381000000000001 -0.068189999999999987 -0.088079999999999978 -0.084084999999999979 -0.073404999999999984 -0.22491999999999998 -0.069954999999999989 0.090050000000000005 0.095565000000000011 -0.0036449999999999994 0.11817500000000002 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 28 7 8 -2 -10 -11 13 -13 14 15 16 17 18 19 -3 24 -22 -19 -23 -20 26 -25 -28 -1 -30
right_child=6 11 3 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 -18 22 20 -21 21 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0094399427396180402 0.0073971401703394283 0.0079715144219428147 0.018688561739744963 0.014302105838432909 0.0044369762297719719 0.0044815112435226808 0.0015469422622118147 0.012346885500010105 0.0070987887309295027 0.0063501022889145796 -0.0050997955629740049 0.0022592357592657211 0.0093869225101955722 0.013404788911856456 0.0046337477925520107 0.002813400604733915 0.016089504519882409 0.016599899969752068 0.0093413070465127642 -0.002081418157004836 0.0035946576745788518 0.0035667963633313777 0.0097159478898482549 0.011949052154362771 0.017726368755102157 0.0050578154477989301 0.013049641649122352 0.0061221566009044184 0.0099423987072493353 0.018100918945856394
leaf_weight=1935 175 49 27 20 20 29 32 20 45 35 27 38 26 29 52 33 23 23 21 22 38 25 52 118 20 32 20 80 35 20
leaf_count=1935 175 49 27 20 20 29 32 20 45 35 27 38 26 29 52 33 23 23 21 22 38 25 52 118 20 32 20 80 35 20
internal_value=0 0.00923539 0.00958084 0.013125 0.00936954 0.00946323 0.00597289 0.00644186 0.00602306 0.00377574 0.00136386 0.00820743 0.00515486 0.00851413 0.00828086 0.00862195 0.00898846 0.00866181 0.00810324 0.00485652 0.00875442 0.00814176 0.011827 0.00877009 0.0134316 0.00929041 0.00991171 0.00750765 0.00953582 0.0129091
internal_weight=0 2787 2086 67 40 2019 334 302 282 107 62 701 64 637 608 556 523 500 425 71 354 313 75 275 41 250 218 100 1990 55
internal_count=3121 2787 2086 67 40 2019 334 302 282 107 62 701 64 637 608 556 523 500 425 71 354 313 75 275 41 250 218 100 1990 55
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=31
num_cat=0
split_feature=3 4 13 13 2 97 124 50 12 2 400 1213 3 13 3 133 2 160 1212 403 1186 2 402 402 43 12 1212 133 401 0
split_gain=0.262262 0.16499 0.107248 0.136307 0.109546 0.10356 0.102498 0.0952566 0.093235 0.0830343 0.0829309 0.0792024 0.126723 0.141135 0.147451 0.140253 0.118794 0.106029 0.107218 0.141869 0.127481 0.120663 0.105866 0.15146 0.137795 0.0950904 0.0841774 0.332427 0.122645 0.103378
threshold=0.30112000000000005 0.042705000000000007 -0.15714499999999998 -0.10664 0.11474000000000002 -0.049229999999999996 0.10281000000000001 -0.24165499999999998 -0.42850999999999995 0.15950500000000004 -0.016164999999999995 -0.081599999999999992 -0.079594999999999985 -0.087324999999999986 -0.082039999999999988 -0.088234999999999994 0.087815000000000018 -0.55323499999999981 -0.15673499999999999 0.090990000000000015 0.085175000000000015 0.085730000000000015 0.2506000000000001 0.11191000000000001 -0.52440999999999993 0.14472000000000004 0.090465000000000018 0.061605000000000007 -0.14320999999999998 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 -5 10 -1 -2 -10 -7 12 13 14 -9 -15 -14 -13 -19 20 22 -21 23 24 -20 26 28 29 -26 -28
right_child=8 2 3 5 -6 6 -8 11 9 -11 -12 17 16 15 -16 -17 -18 18 19 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.014865813705061251 0.0080599145285253013 0.016384955495595932 0.00061423896019019799 0.00123357848084021 0.0066249839637590492 0.0021126384468516334 0.00013154077343642713 -0.00057328528448663378 0.0036702192895038915 -0.0032089312439379488 0.0076962767026861577 0.001243063701050622 0.019433869101107122 0.018026012791828677 0.0090918290588122459 0.0094018368341494355 0.010460811799081664 0.0011019045766443014 0.016051651567787581 0.017850360087218829 0.0011884103864431381 0.0097860845948823487 0.0011416974640451373 0.017111432994715872 0.014784355804083811 0.0029435905119912192 0.012960140413488261 -0.0020913990201881609 0.0084334262068886407 0.0060767196565090368
leaf_weight=24 35 23 37 31 23 28 20 27 74 23 532 21 25 22 38 132 36 20 23 28 25 55 20 20 31 33 40 37 1590 48
leaf_count=24 35 23 37 31 23 28 20 27 74 23 532 21 25 22 38 132 36 20 23 28 25 55 20 20 31 33 40 37 1590 48
internal_value=0 0.00819026 0.00683919 0.00650798 0.011505 0.00686489 0.00716587 0.00859882 0.00363551 0.00203908 0.00741709 0.00853259 0.0101074 0.00898459 0.00507709 0.0106339 0.0141383 0.00831113 0.00838647 0.00846119 0.00828134 0.0125066 0.00837761 0.00845704 0.00836099 0.00826156 0.00836207 0.00586165 0.00855488 0.00920555
internal_weight=0 2989 694 648 46 611 580 2295 132 97 560 2271 280 219 65 154 61 1991 1970 1950 1867 83 1842 1822 1802 1779 1746 125 1621 88
internal_count=3121 2989 694 648 46 611 580 2295 132 97 560 2271 280 219 65 154 61 1991 1970 1950 1867 83 1842 1822 1802 1779 1746 125 1621 88
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 2 10 42 14 4 4 2 0 1 52 1 49 0 13 1 4 1 0 4 12 16 3 16 16
split_gain=27.653 4.5874 2.87113 2.18424 1.43815 1.37716 0.912697 0.891155 0.757724 0.62637 0.59354 0.507227 0.493176 0.474314 0.444697 0.37028 0.369378 0.450422 0.329798 0.323679 0.280068 0.401114 0.310212 0.334914 0.284732 0.456765 0.332081 0.260173 0.257897 0.491784
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089775000000000008 0.089410000000000003 0.13501500000000002 -0.062879999999999978 -0.076394999999999977 0.062655000000000016 0.40473500000000007 0.42051500000000003 0.14285500000000004 -0.23091999999999999 0.14262000000000002 -0.56176499999999996 0.085760000000000017 -0.014169999999999999 -0.090644999999999989 0.049530000000000012 0.089875000000000024 -0.16363499999999997 0.084885000000000002 0.041630000000000007 0.038415000000000012 0.087075000000000014 -0.12029499999999999 -0.010424999999999999 0.013515000000000001 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 -3 13 14 -5 16 -7 12 -9 -6 -4 -15 28 18 -18 -19 22 -22 23 24 25 -17 -26 -13 -1 -30
right_child=1 2 7 8 6 10 -8 11 -10 -11 -12 27 -14 15 -16 20 17 19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.001237916679737647 0.001170293989104014 0.00069808458754754736 0.00045087315127041955 0.0011976357434644086 0.00086635910761212508 0.0010654149322365037 0.00084982159771207792 0.00075441980075624949 0.00077562681766978059 0.0014100697504380645 0.000737809224748144 0.00061546410697995509 0.00045922744423056763 0.001312524300430444 9.401994768310996e-05 0.0013499341398465121 0.00082217219764111086 0.0011984979374790438 0.0011475142679047807 0.0010164404832292784 0.0011932642881116193 0.00085799195615718653 0.0013551343208044961 0.00098555840179072275 0.0011590485485220077 0.0011466406562443048 0.00099924424631726134 0.00041739050858346312 0.00086434833308895759 0.0012076279540538719
leaf_weight=797 76 235 29 21 26 73 48 73 74 59 30 37 31 43 25 47 25 354 23 42 23 34 24 58 99 443 101 82 21 68
leaf_count=797 76 235 29 21 26 73 48 73 74 59 30 37 31 43 25 47 25 354 23 42 23 34 24 58 99 443 101 82 21 68
internal_value=0 0.000715824 0.000659662 0.00116036 0.00117222 0.000780945 0.00111325 0.00051167 0.000868913 0.00121238 0.000969996 0.000566399 0.00066643 0.00112733 0.000285663 0.00113511 0.00120361 0.00115745 0.000978065 0.00117919 0.00112591 0.000993277 0.0011357 0.00112866 0.00114069 0.00116614 0.00107835 0.000478976 0.00122674 0.00112663
internal_weight=0 691 615 2430 2335 338 946 277 95 1389 103 223 104 898 54 872 1330 444 48 396 829 57 772 748 690 490 200 119 886 89
internal_count=3121 691 615 2430 2335 338 946 277 95 1389 103 223 104 898 54 872 1330 444 48 396 829 57 772 748 690 490 200 119 886 89
is_linear=0
shrinkage=0.00196078


Tree=4137
num_leaves=31
num_cat=0
split_feature=1 2 1447 454 51 4 128 13 43 156 0 0 0 15 13 39 52 0 30 33 147 52 3 0 0 1429 3 2 0 12
split_gain=0.292833 0.0959643 0.07319 0.0767393 0.0694523 0.0704081 0.0752754 0.100638 0.153683 0.0689112 0.139668 0.0986617 0.180226 0.113731 0.0886421 0.0914085 0.0897516 0.125467 0.0667609 0.107007 0.0721337 0.103825 0.0709568 0.123726 0.0781442 0.16305 0.319181 0.0881245 0.0852921 0.126618
threshold=0.12000500000000001 0.10188000000000001 -0.074869999999999978 -0.064694999999999989 0.14780500000000005 -0.50690499999999983 0.089035000000000017 0.10935500000000002 -0.23229999999999998 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.090344999999999995 -0.14819499999999997 0.096775000000000014 -0.046924999999999988 -0.074229999999999977 0.086065000000000016 0.083840000000000012 0.089365000000000014 -0.088614999999999985 -0.15956499999999998 -0.072594999999999979 -0.076234999999999983 0.086825000000000013 -0.12711499999999995 -1.0000000180025095e-35 -0.071719999999999992 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 -4 5 -5 7 -7 -9 10 11 13 -13 -2 -14 16 -16 -18 19 20 22 -22 23 -1 -24 26 -26 -28 29 -29
right_child=9 2 3 4 -6 6 -8 8 -10 -11 -12 12 14 -15 15 -17 17 -19 -20 -21 21 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=0.0079559492226690051 0.0050068901441547844 0.0013273147115251049 0.0013770664390176535 0.012888894348061118 0.013188511522656139 0.0074029565379235222 0.012608653627336026 0.0083224279240477535 -0.0034975481463003564 0.0097868395689874894 -0.0010851044311291642 0.014560110718011858 0.00081554147358419327 -0.0041552284406498078 0.0042868419829756024 0.0036603816691139299 0.0056582794796365002 0.015289036479342969 0.0039057265842686699 0.015375822751472394 0.0095492759929038593 -0.00064016761723905812 0.0089410268621859332 0.017481317542493345 -0.0045820184608759444 0.015873665979043359 0.0019137178165838124 0.00085428837166332146 0.0094661476402725583 0.0081125113494103628
leaf_weight=30 42 20 20 23 22 495 25 22 22 30 36 25 33 20 30 63 24 31 29 24 20 20 1626 25 23 21 25 34 179 82
leaf_count=30 42 20 20 23 22 495 25 22 22 30 36 25 33 20 30 63 24 31 29 24 20 20 1626 25 23 21 25 34 179 82
internal_value=0 0.0083478 0.00728275 0.00747211 0.00767228 0.00746554 0.00724437 0.00699557 0.00241244 0.0052144 0.00476317 0.00554876 0.00660138 0.00205137 0.00550211 0.00654708 0.00868664 0.0110865 0.0086711 0.00873662 0.0086602 0.00445455 0.00874246 0.0122857 0.00864454 0.0073201 0.00679641 0.00761423 0.00809733 0.0059851
internal_weight=0 2787 649 629 609 587 564 539 44 334 304 268 206 62 181 148 85 55 2138 2109 2085 40 2045 55 1990 364 343 320 295 116
internal_count=3121 2787 649 629 609 587 564 539 44 334 304 268 206 62 181 148 85 55 2138 2109 2085 40 2045 55 1990 364 343 320 295 116
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=31
num_cat=0
split_feature=2 96 0 39 15 483 121 33 0 1 16 1 15 1452 480 473 11 12 4 12 1446 403 0 43 2 3 483 0 3 51
split_gain=0.239261 0.124051 0.0941222 0.0921402 0.0907873 0.112291 0.104187 0.092645 0.100546 0.161272 0.264354 0.190133 0.122978 0.100762 0.086052 0.0840914 0.100704 0.0927512 0.116247 0.0860952 0.110028 0.0982915 0.103124 0.100502 0.102012 0.0769707 0.0879348 0.0753139 0.0931515 0.0744143
threshold=0.13404500000000005 0.086715000000000014 0.034820000000000011 -1.0000000180025095e-35 0.083195000000000005 0.11236000000000002 -0.081149999999999986 -0.012019999999999998 -0.12333499999999999 0.083135000000000014 -0.0092699999999999987 0.077845000000000011 -0.077844999999999984 0.11096000000000002 0.10344000000000002 -1.0000000180025095e-35 0.097680000000000017 -0.14757499999999998 0.50996500000000011 0.092550000000000007 0.091555000000000011 -0.083124999999999991 -0.09515499999999999 -0.091784999999999992 0.087195000000000009 -0.15447499999999995 0.11494000000000001 -0.15599999999999997 -0.014944999999999998 -0.21316999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 -1 -8 9 11 27 -9 -12 15 -7 -10 17 -17 19 21 -21 22 -19 24 -23 -6 -27 -11 -29 -25
right_child=2 -3 -4 -5 25 14 7 8 13 10 12 -13 -14 -15 -16 16 -18 18 -20 20 -22 23 -24 29 -26 26 -28 28 -30 -31
leaf_value=0.01380461983075789 -0.0016065045003779235 0.0019349954742938281 -0.001619038999080658 0.0055172090884889032 0.013354548766952138 0.015167178448755295 0.00070948042751600346 0.0057492930567949211 0.013198805973865092 0.007110231510240636 0.0023168514118246412 0.017488602957085028 -0.0082675709256104062 0.00030273965152446183 0.0069331896586597649 0.013500252801924946 0.0011825871669526142 0.010022874611022418 0.0014922614830676609 0.0066889839968845375 -0.00031215049675665797 0.015359160980503812 0.0012283794733230025 0.0020467159923143862 0.0089394047276303828 0.0082847140482203742 0.0026032958096558496 -0.0024361723590464821 0.005319228743487117 0.008093440715509298
leaf_weight=22 20 40 25 197 29 30 24 37 25 144 23 22 21 20 22 25 26 20 33 347 24 38 40 21 71 1007 28 21 59 660
leaf_count=22 20 40 25 197 29 30 24 37 25 144 23 22 21 20 22 25 26 20 33 347 24 38 40 21 71 1007 28 21 59 660
internal_value=0 0.00746507 0.00419126 0.00486065 0.00754299 0.00710516 0.00696699 0.00687855 0.00696684 0.00539355 0.00435156 0.0101267 -0.0027348 0.00734793 0.0116836 0.00745387 0.00734381 0.00746906 0.00734882 0.00750711 0.00623608 0.00806187 0.00415988 0.00835823 0.0111775 0.00827338 0.00813101 0.00574352 0.00328344 0.00790698
internal_weight=0 2879 242 217 2839 1775 1723 1701 1677 327 268 59 44 1350 52 1330 1305 1279 1254 1221 371 850 60 790 109 1064 1035 224 80 681
internal_count=3121 2879 242 217 2839 1775 1723 1701 1677 327 268 59 44 1350 52 1330 1305 1279 1254 1221 371 850 60 790 109 1064 1035 224 80 681
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=31
num_cat=0
split_feature=3 96 48 4 16 12 40 50 14 16 1212 403 42 133 3 0 3 0 402 402 403 52 3 16 402 1212 1213 403 131 1209
split_gain=0.204724 0.128286 0.112628 0.123526 0.0991928 0.086748 0.0959578 0.0844651 0.0796848 0.0798646 0.0883325 0.186694 0.116669 0.148274 0.11196 0.116884 0.0880214 0.0980667 0.0869665 0.149015 0.128033 0.104119 0.33305 0.0895333 0.0899966 0.0987145 0.110743 0.114455 0.0834193 0.10355
threshold=0.30112000000000005 0.087655000000000025 -0.22597999999999999 0.042705000000000007 -0.55248999999999981 -0.10022999999999999 0.051255000000000002 -0.24165499999999998 0.10189000000000002 -0.097644999999999996 -0.040879999999999993 -0.0076149999999999994 0.084535000000000013 -0.023589999999999996 -0.078584999999999988 -0.085034999999999986 -0.15327499999999997 -0.11437499999999999 -0.090599999999999986 -0.087759999999999991 -0.072624999999999981 0.10160000000000001 -0.082404999999999992 -0.092804999999999985 0.2506000000000001 0.11796000000000001 0.11395000000000001 -0.5492149999999999 0.11495000000000001 -0.077874999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 -4 9 16 11 -11 13 -13 15 -14 -9 -18 20 -20 21 22 -12 -21 25 26 27 -25 29 -29
right_child=-2 -3 3 4 5 6 -8 8 -10 10 18 12 14 -15 -16 -17 17 -19 19 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.013848895363678988 0.0026360890772511168 -0.00047308989521116024 0.013048643237182304 0.011928689070855794 0.010240874761913085 0.0052128699366840135 -0.0016653322751933178 0.015187867651028293 0.00067374977748841053 0.016658832588129575 0.0082961478111440255 0.016496539036570876 0.0062111585400998594 0.0051363702677190304 0.0098692833296514151 -0.0031295564469127433 0.0025663475077599288 0.009466235954752272 -0.0021461630985140801 0.0029532874378361811 0.0030670029933389745 0.0053343690559267999 0.020988852903246882 0.013325846412380299 1.6078948974609374e-05 0.011735492162346746 -9.8361299994091203e-05 0.013557812588458713 0.0018090204555275186 0.0066460210813915595
leaf_weight=22 132 25 23 23 33 594 21 21 20 27 79 27 37 20 37 21 25 117 20 67 32 35 28 26 20 39 24 22 35 1469
leaf_count=22 132 25 23 23 33 594 21 21 20 27 79 27 37 20 37 21 25 117 20 67 32 35 28 26 20 39 24 22 35 1469
internal_value=0 0.0066603 0.00672047 0.00666716 0.00547508 0.00524602 0.004978 0.00701938 0.00695769 0.0070141 0.00684589 0.00903656 0.00758725 0.0116624 0.00557111 0.00282918 0.00914511 0.00825147 0.00665063 0.00643534 0.00878121 0.0100689 0.0116176 0.00653618 0.006683 0.00676557 0.00664258 0.00674682 0.00663473 0.00674801
internal_weight=0 2989 2964 2942 671 648 615 2271 2248 2228 2065 169 142 47 95 58 163 142 1896 1722 174 142 107 1702 1635 1615 1576 1552 1526 1491
internal_count=3121 2989 2964 2942 671 648 615 2271 2248 2228 2065 169 142 47 95 58 163 142 1896 1722 174 142 107 1702 1635 1615 1576 1552 1526 1491
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=31
num_cat=0
split_feature=2 30 3 121 12 2 34 0 0 15 483 49 34 46 0 474 2 16 3 0 159 16 16 12 160 1176 403 1429 42 403
split_gain=0.172188 0.0892173 0.0890747 0.131616 0.0887311 0.195863 0.0885535 0.0819521 0.0868998 0.0627509 0.0919778 0.0836098 0.0837016 0.0767918 0.0885496 0.185646 0.194832 0.146594 0.103777 0.155791 0.114797 0.100059 0.27079 0.0920644 0.148507 0.105993 0.0882801 0.0859465 0.136954 0.0966151
threshold=0.13404500000000005 0.086065000000000016 0.30112000000000005 -0.080284999999999981 -0.42850999999999995 0.31358000000000003 -0.082914999999999989 -0.074824999999999989 -0.11437499999999999 0.083195000000000005 0.11006000000000002 -0.15302999999999997 -0.085114999999999982 0.084955000000000017 -0.13027499999999997 0.084660000000000027 0.085785000000000014 -0.0092699999999999987 0.097915000000000016 -0.26343999999999995 0.082585000000000006 -0.39185999999999993 -0.092804999999999985 0.09320500000000001 -0.42113499999999993 0.085980000000000015 0.092070000000000013 0.086095000000000019 0.086555000000000007 -0.088584999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 7 -3 8 -6 10 11 -5 -13 14 15 16 -14 18 20 -20 21 -18 -23 25 -25 26 27 29 -29 -16
right_child=4 6 -4 9 5 -7 -8 -9 -10 -11 -12 12 13 -15 23 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.014115187056761767 0.0096587313295458457 0.005352465508686793 0.0023017556844594873 0.010707205286598765 0.0037825706940239827 -0.005114042775572411 -0.0018102732179353814 0.0052581820179768736 -0.0038653215238203609 0.0067709357786262664 0.0097340588939882691 -0.00031639813484313586 0.012634915734330813 0.011369882856050263 0.0013699846188878506 -0.0053945678379386667 0.0060897273423948465 -0.0031254400133288334 0.0031488843470080089 0.013898725324095444 0.0095074802151192805 -0.0088204933144152165 0.0041094420346147985 -0.0037936632893979549 0.0050569516949158597 -0.00074946965090930465 0.012352858714830991 0.012685206630829692 0.004725823145535951 0.0063615699027383295
leaf_weight=21 20 45 59 32 39 28 28 131 24 1057 57 24 27 23 41 20 35 28 28 26 23 25 46 20 364 20 26 52 37 715
leaf_count=21 20 45 59 32 39 28 28 131 24 1057 57 24 27 23 41 20 35 28 28 26 23 25 46 20 364 20 26 52 37 715
internal_value=0 0.00605644 0.00614623 0.0062288 0.00327916 0.00270442 0.00260511 0.00383286 0.000869088 0.00616805 0.00578623 0.00564663 0.00554414 0.00563454 0.00554849 0.00385895 0.00463656 0.00361307 0.0046441 0.00832473 0.00310337 0.0017138 -0.000443352 0.00589037 0.00459598 0.00644822 0.00661349 0.0064369 0.00937625 0.00609086
internal_weight=0 2879 2806 2747 242 222 73 194 63 2726 1669 1612 1580 1556 1533 258 238 211 183 54 129 106 71 1275 384 891 871 845 89 756
internal_count=3121 2879 2806 2747 242 222 73 194 63 2726 1669 1612 1580 1556 1533 258 238 211 183 54 129 106 71 1275 384 891 871 845 89 756
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 4 0 15 51 12 4 160 157 475 3 47 48 52 16 4 160 2 10
split_gain=38.2354 6.58096 3.95118 3.14461 2.12489 1.84903 1.32414 1.24752 1.01551 0.979548 0.854746 0.843744 0.727446 0.638193 0.781833 0.543074 0.496633 0.556523 0.477117 0.374003 0.352773 0.352197 0.337536 0.295126 0.329138 0.290663 0.255155 0.23218 0.229841 0.292915
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14122000000000004 0.14285500000000004 0.27834500000000006 -0.10096999999999999 -0.11033999999999998 0.081440000000000026 0.09141500000000001 -0.52556499999999995 -0.046074999999999991 -0.08107499999999998 -0.07550999999999998 -0.14847999999999997 0.10648500000000001 0.082620000000000013 0.056145000000000007 -0.056919999999999991 0.00063500000000000004 -0.067824999999999983 0.25063000000000007 -0.40134499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 11 -5 -6 20 12 -4 14 -1 18 17 -15 -16 -18 -7 -19 -3 -22 -25 -20 -21 -14 -13 -30
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 28 27 16 15 -17 19 21 25 26 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011558148087412875 0.0010563289917720976 0.00045843868633996552 0.00054463395650630611 0.00095655618422377893 0.00092436340034884564 0.0011163476695056531 0.0013235848800150446 0.00060625031497181406 0.00053366436304213801 0.00046521566811399593 0.00066312698612639007 0.0001584951858379469 0.00040315824869673983 0.0014007747910110137 0.00071465861466195855 0.00067795939153392866 0.0007680748858037783 0.00084112416448490731 0.00095208090304274237 0.0010528628617004431 0.00096529674721370035 0.001097440074357504 0.00069945375270703261 0.0006950389261586767 0.00099147947054672872 0.0012217242144539607 0.00091276798060270861 0.00017930434400261513 0.00013375426310755986 -0.0002018295463138059
leaf_weight=54 76 210 39 34 80 49 79 37 61 23 41 59 23 23 24 38 21 21 51 406 277 1112 25 36 24 22 57 79 20 20
leaf_count=54 76 210 39 34 80 49 79 37 61 23 41 59 23 23 24 38 21 21 51 406 277 1112 25 36 24 22 57 79 20 20
internal_value=0 0.000511994 0.000444727 0.00103471 0.000587004 0.00104894 0.00107504 0.000271117 0.000685015 0.000821835 0.000932303 0.00021945 0.000316868 0.00106431 0.000956414 0.000876654 0.00107674 0.00109882 0.000954493 0.00102401 0.000960894 0.00109269 0.000484079 0.000938291 0.000813615 0.00103334 0.00103562 0.000229781 8.07041e-05 -3.40376e-05
internal_weight=0 691 615 2430 338 2335 1908 277 95 103 427 240 141 1829 189 135 1640 1156 97 484 386 1133 235 337 60 73 463 102 99 40
internal_count=3121 691 615 2430 338 2335 1908 277 95 103 427 240 141 1829 189 135 1640 1156 97 484 386 1133 235 337 60 73 463 102 99 40
is_linear=0
shrinkage=0.00196078


Tree=4142
num_leaves=31
num_cat=0
split_feature=4 3 2 123 16 4 157 157 160 13 13 12 0 13 4 15 472 13 156 1429 13 1212 1212 12 1213 0 1213 52 42 400
split_gain=0.219334 0.0949282 0.0906899 0.0719918 0.0619353 0.0904201 0.102456 0.108055 0.0768666 0.0730211 0.11244 0.0713128 0.102488 0.09559 0.0678894 0.0885849 0.0656425 0.0639745 0.237 0.145107 0.168851 0.14517 0.139348 0.137254 0.110104 0.109989 0.103936 0.0829798 0.0847901 0.141743
threshold=0.27287000000000006 0.63141500000000017 0.17025000000000004 0.11080500000000001 -0.44310499999999992 0.024790000000000003 -0.029304999999999998 0.090460000000000013 0.51752500000000012 -0.17933499999999997 -0.42195999999999995 -0.086254999999999984 -0.067094999999999988 0.27266500000000005 0.23246000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.085964999999999986 0.086945000000000008 0.083810000000000009 -0.087404999999999997 -0.16927999999999996 -0.064959999999999976 0.08493500000000001 -0.097649999999999987 -0.092404999999999973 -0.10863999999999999 -0.56741999999999992 -0.0090649999999999984 -0.07520499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 8 -7 14 9 10 -6 12 -11 16 15 -8 17 18 19 20 21 -13 -23 -22 -19 -24 -27 -26 -29 -30
right_child=1 -3 -4 -5 5 6 7 -9 -10 11 -12 13 -14 -15 -16 -17 -18 24 -20 -21 23 22 25 -25 27 26 -28 28 29 -31
leaf_value=0.0086733199864331822 0.004032811971883786 -0.0030610861687455325 0.0010689040151191877 0.0010010453301947564 0.0067292246060111586 -0.0012971993195466124 0.0056612098166139999 -0.0016621178104763942 0.011817347127254364 0.0057136068137718697 -0.0014928759750107239 -6.2650976081689194e-05 -0.0021386121124537154 0.012580576029075828 0.0014521716736453528 0.011642593468838771 0.012154082878537122 0.0099545123557523863 0.016225143571694692 0.00031547676461438339 0.018409970921018853 0.012703089323767928 0.009610288416644415 0.0086698944250551552 0.0112906987798245 -0.0015208908235249312 0.0058651100876657217 0.0069912471703426297 -0.0023223668438099002 0.0056193340864581273
leaf_weight=114 332 20 33 25 39 26 214 21 27 68 29 30 22 27 32 28 21 77 30 30 23 40 65 39 30 23 111 540 23 982
leaf_count=114 332 20 33 25 39 26 214 21 27 68 29 30 22 27 32 28 21 77 30 30 23 40 65 39 30 23 111 540 23 982
internal_value=0 0.00362975 0.00627988 0.00634273 0.00639199 0.00629185 0.00472065 0.00525104 0.00651344 0.00644977 0.00322274 0.00655038 0.00379418 0.00666901 0.00578088 0.00635327 0.00659168 0.00653451 0.00768474 0.00697501 0.00757859 0.00649427 0.00731732 0.0122831 0.00626227 0.00623475 0.00459736 0.00608176 0.00598061 0.00543758
internal_weight=0 352 2769 2736 2711 2597 321 295 2276 2249 68 2181 90 2091 274 242 2064 2043 391 361 331 269 239 62 1652 199 134 1575 1545 1005
internal_count=3121 352 2769 2736 2711 2597 321 295 2276 2249 68 2181 90 2091 274 242 2064 2043 391 361 331 269 239 62 1652 199 134 1575 1545 1005
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 1 14 1 1 1 11 1 12 1 4 457 1 4 4 11 133 52 43 3
split_gain=62.1811 10.1503 5.00911 4.55666 3.63694 3.03801 2.31573 2.29501 2.02196 1.78883 1.69293 1.43291 1.28003 0.842879 0.790147 0.708978 0.661155 0.634266 0.633181 0.464697 0.455188 0.433187 0.418864 0.401638 0.372505 0.355956 0.297896 0.284654 0.283551 0.306205
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.091265000000000013 0.09253500000000002 0.062655000000000016 0.122185 0.11669000000000002 0.16175000000000003 1.0000000180025095e-35 0.086920000000000011 0.08401500000000002 0.13075500000000004 -0.036839999999999991 0.080930000000000016 0.12000500000000001 -0.0019149999999999998 -0.0073899999999999999 0.08776500000000001 -1.0000000180025095e-35 0.039215000000000007 -0.0040649999999999983 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 22 -9 -10 12 -4 17 20 -11 -6 21 -1 23 26 -2 24 -3 -19 28 -18 -5 -26 -12 -30
right_child=1 4 11 19 15 -7 -8 8 9 14 16 -13 -14 -15 -16 -17 25 18 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0014380761218643291 0.0014454627270792044 0.00054396659598436223 0.0012386609096565599 0.00056209303704281321 0.00027379577649602044 0.00088070577126166789 0.00077322252654756602 0.0011868873730399249 0.0011998721226757648 0.00068547664995753438 0.0013898109658992341 0.00073918384103318388 0.0016996569408411319 0.00094543063839641855 0.00042528444872729811 -0.00012631178950937857 0.0016047057594815277 0.0009448499113571744 0.001379651579550026 0.00042084298652803731 0.0011940116574663778 0.001096176855454942 0.0002645390206243482 0.0012769609362749603 0.0011917511695579185 0.0013390010161921867 0.00084879750191734795 0.0013191019902463819 0.0010544504999530082 0.0013134784899456876
leaf_weight=1028 50 30 34 22 90 48 24 30 20 114 218 63 62 32 74 21 42 21 353 24 62 41 66 42 151 36 38 122 20 143
leaf_count=1028 50 30 34 22 90 48 24 30 20 114 218 63 62 32 74 21 42 21 353 24 62 41 66 42 151 36 38 122 20 143
internal_value=0 0.000677954 0.00135092 0.00101437 0.000505589 0.00136894 0.00137911 0.000607779 0.000711006 0.000642369 0.00138549 0.000914258 0.00142378 0.00122608 0.000583061 0.0001981 0.0013109 0.00141193 0.00134733 0.000651436 0.00130627 0.00129169 0.00035186 0.00116626 0.00130395 0.00148207 0.000743673 0.00124866 0.00134356 0.0012817
internal_weight=0 673 2448 228 445 2351 2303 334 238 208 2279 97 1506 144 188 111 773 1444 416 84 112 695 96 63 654 78 60 273 381 163
internal_count=3121 673 2448 228 445 2351 2303 334 238 208 2279 97 1506 144 188 111 773 1444 416 84 112 695 96 63 654 78 60 273 381 163
is_linear=0
shrinkage=0.00196078


Tree=4144
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 4 1 2 4 1 50 49 52 4 1 2 1 4 160 49 1 14 47 16 52 475 52
split_gain=40.8556 7.37758 3.89294 3.43608 2.52345 1.99125 1.57032 1.52275 1.42023 1.15735 0.953347 0.704109 0.874408 0.552569 0.515133 0.509815 0.460445 0.460236 0.55137 0.430748 0.401505 0.369189 0.318424 0.303911 0.290359 0.378849 0.284435 0.322955 0.277753 0.347618
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.27834500000000006 0.092845000000000025 0.090050000000000005 -0.17966999999999997 0.12337000000000002 0.086295000000000011 -0.054984999999999992 -0.56176499999999996 0.41555500000000006 0.089770000000000016 0.097845000000000015 0.090540000000000023 0.50194500000000009 -0.067824999999999983 -0.053364999999999996 0.14699000000000004 -0.23083499999999998 0.090100000000000013 0.19444000000000003 -0.14765999999999999 -0.088274999999999978 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 7 14 8 10 -5 19 -3 24 23 -6 -12 -14 26 -19 28 -8 -18 -11 -4 -13 -26 27 -17 -1 -30
right_child=1 2 13 9 6 -7 20 -9 -10 22 15 12 16 -15 -16 17 21 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0011971093762933817 0.0013286383228589876 0.00097370432162819124 0.00040628215416135555 0.0011980519509589508 0.00086773464857947593 0.00091226211843366918 0.00048550152146787035 0.0015749046417261039 0.00081021876776600911 0.00088981672659620007 0.0014668595625068083 0.00090142000728133059 0.00069980009870851227 0.00062943731231571663 0.0012257167024295153 0.0014838345756878959 0.00065802246380865183 0.00082673078992453607 0.0012190835838954822 0.0012681357452823054 0.00086166899334761055 0.00035659254991698785 0.00059855442816092647 0.00019096956561766101 0.00065438274909266128 0.00089630847857668507 0.0011901878408787606 0.0012713910610613189 0.0013709636876682754 0.0011322788285468917
leaf_weight=39 76 28 59 37 20 48 20 84 22 31 43 31 36 27 68 29 21 21 40 241 24 61 27 44 146 30 167 536 1041 24
leaf_count=39 76 28 59 37 20 48 20 84 22 31 43 31 36 27 68 29 21 21 40 241 24 61 27 44 146 30 167 536 1041 24
internal_value=0 0.000752299 0.000681076 0.00129263 0.000761843 0.0013075 0.000993133 0.0013158 0.00130592 0.000927086 0.00131092 0.000675355 0.000649651 0.000379755 0.00114436 0.00125892 0.000514944 0.00124765 0.00108401 0.00134324 0.000690684 0.000433788 0.000754229 0.000314304 0.00072644 0.00069562 0.00126128 0.0012823 0.00135963 0.00136558
internal_weight=0 691 615 2430 485 2335 132 2287 2203 95 2181 353 325 130 88 836 118 793 61 1345 44 82 58 103 207 176 732 565 1104 1065
internal_count=3121 691 615 2430 485 2335 132 2287 2203 95 2181 353 325 130 88 836 118 793 61 1345 44 82 58 103 207 176 732 565 1104 1065
is_linear=0
shrinkage=0.00196078


Tree=4145
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 4 2 2 1 14 2 4 52 1 2 1 4 51 10 2 2 0 12 43 0 12 4 4
split_gain=41.9626 7.1098 4.44426 3.3168 2.30236 1.999 1.49849 1.39796 1.27125 1.09069 1.01577 0.864624 0.81308 0.807369 0.458687 0.542676 0.593656 0.454543 0.389905 0.355172 0.337147 0.440037 0.325539 0.324138 0.306322 0.301897 0.299676 0.395171 0.320792 0.302345
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.13082500000000002 0.27834500000000006 0.089775000000000008 0.11474000000000002 0.077845000000000011 0.062655000000000016 0.14838000000000004 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.087135000000000004 0.23246000000000003 0.11144500000000002 -1.0000000180025095e-35 0.10467500000000002 0.097070000000000004 -0.026509999999999995 0.082480000000000012 -0.080324999999999994 -0.019414999999999998 0.092200000000000018 0.04735000000000001 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 20 12 8 11 18 -5 17 13 -4 -10 22 -17 19 -7 -1 -3 -22 -16 -6 -19 -12 27 28 -24 -28
right_child=1 2 6 10 23 9 -8 -9 14 -11 25 -13 -14 -15 15 16 -18 24 -20 -21 21 -23 26 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0014332402429417237 0.0013656524151286844 0.00061452025833247956 0.00080919217858116117 0.0013019636972528212 0.0011122535774733293 0.0013228345519187403 0.00091312735469317903 0.00087911542870250403 0.001515247571212866 0.00073230622077435383 0.00094311707620079637 0.0016451867856271008 0.00033367168230902884 0.00048872220163008885 0.0013631822062559113 0.00087559750248012325 0.0012645657916912456 0.0012052924907560395 0.0010400807828295463 0.0012089800934831634 0.0010571267236681545 0.0007786207281462288 0.0015429474445463425 0.00078887037208042528 0.0013680386004046733 0.00065548800297227561 0.0012690904962436324 0.0012635717131927902 0.0013056231989778972 0.00095343912933387016
leaf_weight=896 76 39 41 28 22 50 37 22 43 23 47 59 84 115 383 22 48 51 30 28 25 171 41 26 347 20 28 252 47 20
leaf_count=896 76 39 41 28 22 50 37 22 43 23 47 59 84 115 383 22 48 51 30 28 25 171 41 26 347 20 28 252 47 20
internal_value=0 0.000799869 0.000729951 0.00134747 0.00136208 0.000880846 0.000545827 0.001371 0.00137578 0.00110861 0.000988329 0.00141295 0.000489201 0.000572948 0.00131772 0.00130762 0.00114232 0.00140258 0.0012168 0.00142644 0.000781015 0.000814144 0.00132263 0.000937088 0.00134718 0.000857258 0.0012826 0.00130307 0.00141619 0.00113757
internal_weight=0 691 615 2430 2335 338 277 2287 2265 103 95 1381 240 156 884 841 70 1322 80 924 235 196 771 48 398 67 388 340 88 48
internal_count=3121 691 615 2430 2335 338 277 2287 2265 103 95 1381 240 156 884 841 70 1322 80 924 235 196 771 48 398 67 388 340 88 48
is_linear=0
shrinkage=0.00196078


Tree=4146
num_leaves=31
num_cat=0
split_feature=1 155 133 3 31 148 454 150 49 3 0 10 49 1452 43 131 1212 1212 42 51 402 12 0 1213 402 1456 12 12 481 376
split_gain=0.536645 0.13102 0.124597 0.205749 0.107258 0.10109 0.114399 0.145103 0.142227 0.0985189 0.179749 0.0878511 0.0820595 0.0960534 0.0916762 0.147801 0.123879 0.169318 0.161511 0.123448 0.116173 0.100039 0.0941222 0.0815479 0.124072 0.0881592 0.103269 0.133255 0.0905591 0.0886331
threshold=0.11146500000000002 0.084785000000000013 -0.24227499999999996 0.63141500000000017 -0.084119999999999986 -0.10665499999999999 -0.083524999999999988 -0.075789999999999982 0.0034800000000000005 0.11296500000000002 -0.065229999999999996 -0.088499999999999981 0.11560500000000001 0.11769000000000002 0.0016850000000000001 0.023795 -0.014129999999999998 -0.42670499999999995 0.088465000000000002 -0.22411499999999998 0.095950000000000021 0.086095000000000019 -0.13843999999999998 0.12389500000000002 0.11174500000000002 0.056265000000000009 0.084405000000000022 0.083715000000000026 0.0028200000000000005 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7 8 -8 11 -11 -9 13 14 16 22 17 -13 20 -18 21 -19 -16 24 25 28 27 -27 29 -21
right_child=1 -3 3 -5 -6 6 7 9 -10 10 -12 12 -14 -15 15 -17 19 18 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.015916517167352141 0.012234801777892492 0.011591431376854739 -0.0021705698655568994 -0.0053882339020492514 0.0053257673846128107 0.016130408822070987 0.0092223974943701787 0.0030461943931877613 9.509249970218854e-05 0.00079787740161499159 0.01210246788951653 0.00604140222327964 0.0064776457426306173 0.016039091714192183 0.00079138620446125667 0.014950491232728517 0.013702729481657775 0.013754681967198848 0.022536867375019937 0.0084991392990041558 0.017757444986357139 0.0045087344013154508 0.0076631535102246661 0.013114526204299183 0.0032425697274064942 0.010411092248671738 0.0092201853014107441 0.019502739475241729 0.012857293536385093 0.014899077876841397
leaf_weight=20 22 31 20 20 418 21 31 25 38 39 22 31 122 20 21 27 58 25 20 1320 26 22 392 47 38 38 105 28 52 22
leaf_count=20 22 31 20 20 418 21 31 25 38 39 22 31 122 20 21 27 58 25 20 1320 26 22 392 47 38 38 105 28 52 22
internal_value=0 0.0052906 0.00488367 0.00453056 0.00498347 0.00883432 0.00877963 0.00871954 0.00419577 0.0088444 0.00487494 0.00894367 0.00900475 0.00913926 0.00907853 0.00778236 0.00938983 0.0124417 0.0145752 0.00916827 0.0123939 0.00942679 0.00731374 0.00900887 0.0088885 0.00902558 0.0111685 0.0142682 0.00876271 0.00860406
internal_weight=0 511 480 458 438 2610 2590 2569 69 2500 61 2439 2414 2292 2272 440 1832 124 93 1708 73 47 413 1650 1603 1565 171 66 1394 1342
internal_count=3121 511 480 458 438 2610 2590 2569 69 2500 61 2439 2414 2292 2272 440 1832 124 93 1708 73 47 413 1650 1603 1565 171 66 1394 1342
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 2 1 4 1 1 14 12 4 1 12 16 0 13 4 51 155 11 10 2 12 15 16 14
split_gain=42.9021 6.63371 4.21378 3.34558 2.32192 1.94991 1.48246 1.16759 1.10267 1.09988 0.885502 0.704586 0.630312 0.477683 0.443478 0.776464 0.328465 0.335855 0.306204 0.291459 0.290412 0.264252 0.274459 0.247684 0.242202 0.3755 0.232481 0.218838 0.478411 0.216759
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.092235000000000025 0.089410000000000003 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.40473500000000007 0.086920000000000011 0.15799000000000005 0.062655000000000016 0.08401500000000002 -0.013125 0.093100000000000002 0.11903500000000002 0.058835000000000005 -0.090314999999999993 -0.083364999999999981 0.042705000000000007 0.11144500000000002 0.089885000000000007 0.090070000000000025 -1.0000000180025095e-35 0.10467500000000002 0.096475000000000019 -0.095869999999999983 -0.013024999999999998 -0.22253999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 5 4 10 24 11 14 -5 26 12 16 21 27 18 19 17 29 -6 -16 -15 22 -1 -2 -3 -26 -7 -12 -29 -4
right_child=1 2 6 8 7 9 -8 -9 -10 -11 13 -13 -14 20 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011635598663866608 0.00099850993173314579 0.0003631241544434972 0.00037508741408611909 0.00099939960780131361 0.0012655721419081302 0.001102115384579657 0.00064195305467832481 0.00070725157035186014 0.00055873391066705701 0.00051172073711367209 0.0010747422809416062 -3.681832981877634e-05 0.0013683778738168046 0.0011023263158112489 0.0011081295298563034 0.00066951037305437657 0.00048498368368683368 0.00042976904304684255 0.0010526989638594371 0.00096569849411327316 0.00087908725041189995 0.00099474281567074412 0.00093163573365731567 0.0012453282235352964 0.00075677892127457784 0.00049950556062600192 0.00087291039240634653 0.00061386108979318433 0.0010117693179108617 0.00016858347578692004
leaf_weight=1026 54 39 23 34 28 27 37 48 61 30 21 35 55 337 73 30 23 29 360 227 24 39 20 22 25 171 46 21 26 130
leaf_count=1026 54 39 23 34 28 27 37 48 61 30 21 35 55 337 73 30 23 29 360 227 24 39 20 22 25 171 46 21 26 130
internal_value=0 0.000523445 0.000455909 0.00107714 0.00109182 0.000602838 0.000276622 0.00100333 0.000716446 0.000827792 0.00113502 0.000220301 0.0011636 0.00105909 0.00102312 0.00097028 0.000264199 0.000236298 0.00106806 0.00100036 0.00108748 0.00115322 0.00115913 0.00106996 0.000504242 0.000532321 0.000957685 0.000908333 0.000833981 0.000199627
internal_weight=0 691 615 2430 2335 338 277 766 95 103 1569 240 1140 429 718 330 205 182 388 300 361 1085 1046 76 235 196 73 68 47 153
internal_count=3121 691 615 2430 2335 338 277 766 95 103 1569 240 1140 429 718 330 205 182 388 300 361 1085 1046 76 235 196 73 68 47 153
is_linear=0
shrinkage=0.00196078


Tree=4148
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 48 4 3 15 0 399 480 0 43 1208 42 133 52 4 43 133 42 52 160 12 402 43 160 3 2
split_gain=0.588957 0.170038 0.152068 0.113696 0.099611 0.125873 0.0946117 0.132866 0.242151 0.148488 0.0967693 0.0959442 0.0912262 0.0992388 0.234732 0.185311 0.179854 0.12564 0.110041 0.115842 0.113268 0.30742 0.115149 0.125625 0.103239 0.0969314 0.0907394 0.168875 0.104931 0.103793
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 1.0000000180025095e-35 0.14871000000000004 -0.068329999999999988 0.092670000000000016 -0.016799999999999995 -0.036484999999999997 0.10153500000000001 -0.095389999999999989 -0.089269999999999988 -0.036954999999999995 1.0000000180025095e-35 -0.092814999999999981 -0.029034999999999995 -0.037344999999999996 -0.52556499999999995 0.0061450000000000003 0.017095000000000003 0.089165000000000008 0.11434500000000002 -0.085834999999999981 0.09364500000000002 0.0089800000000000019 -0.081289999999999987 -0.50449999999999984 -0.0037349999999999996 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 9 -9 11 12 -8 -4 15 18 -14 -17 -18 -15 20 22 -22 23 -20 -21 -19 27 -13 -28 -30
right_child=-2 -3 4 -5 -6 -7 7 8 -10 -11 -12 26 13 14 -16 16 17 25 19 24 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0023194313204536838 0.0042892546009144633 0.0039353613153022401 0.012145192858361461 0.0074143452139521426 0.013755607492540303 0.00088518733857199559 0.0018071533308830112 0.0084214616395337019 -0.0049589071156723166 0.0023416550039607837 0.016091346433809536 0.017195650707159577 0.012896977334250033 0.016070883845289551 0.019290044575929643 -0.0018818796409860901 0.00092567197495588543 0.0089052773683625935 0.017323084538137273 0.0045098873882302914 -0.0032130548001631449 0.011587469434986513 0.0032651716261170808 0.010384950355592082 0.0096895250528915861 0.0022913985103368761 0.0076949598505060479 0.0093539059207762114 0.017219835122966248 0.0091755330975536471
leaf_weight=21 352 75 109 28 41 20 20 38 21 38 22 29 56 24 25 23 27 195 28 87 23 36 21 384 69 25 690 518 23 53
leaf_count=21 352 75 109 28 41 20 20 38 21 38 22 29 56 24 25 23 27 195 28 87 23 36 21 384 69 25 690 518 23 53
internal_value=0 0.00863192 0.00876267 0.00324273 0.00886493 0.00878792 0.00884909 0.00830551 0.00365896 0.00850547 0.00952267 0.00868119 0.00939501 0.00910198 0.00977557 0.00766182 0.00657601 0.00736359 0.00942161 0.00917534 0.00992822 0.00581777 0.0104883 0.0108565 0.00680088 0.0081537 0.00878589 0.00976965 0.0080834 0.01161
internal_weight=0 2769 2694 49 2645 2604 2584 1430 59 1371 1154 1333 1132 1023 697 326 270 247 672 648 492 59 433 412 156 220 1313 547 766 76
internal_count=3121 2769 2694 49 2645 2604 2584 1430 59 1371 1154 1333 1132 1023 697 326 270 247 672 648 492 59 433 412 156 220 1313 547 766 76
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 1 2 4 14 2 4 11 3 43 1 43 4 159 0 10 2 160 14 159 16 0 4
split_gain=43.5867 7.58428 4.646 3.80358 2.33966 2.07259 1.468 1.40217 1.3616 1.26242 1.14907 0.878448 0.740576 0.710446 0.567776 0.586161 0.789766 0.43303 0.430842 0.425887 0.419098 0.454428 0.334414 0.378875 0.324665 0.303108 0.277047 0.275431 0.264118 0.258827
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.27834500000000006 0.09253500000000002 0.089775000000000008 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 -0.11171999999999999 -0.095049999999999982 0.090540000000000023 -0.14792499999999997 0.0052350000000000009 0.0089800000000000019 -0.11173999999999999 -1.0000000180025095e-35 0.10467500000000002 -0.067824999999999983 -0.23083499999999998 0.10382000000000001 -0.12029499999999999 -0.026509999999999995 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 7 12 9 -5 11 -6 17 13 -4 15 16 -11 -1 -16 20 21 -17 -3 -24 -15 -25 -22 -21 -7 -2
right_child=1 2 6 8 10 28 -8 -9 -10 14 -12 -13 -14 24 18 19 -18 -19 -20 27 26 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013994005578235166 0.0014241244693065922 0.00057593900368531608 0.00076890112434187502 0.0012569901233725894 0.0012269048214701033 0.00109769403536052 0.00087213572578639909 0.00085864266556639514 0.00076731088511676926 0.0013980710097387726 0.00077722745981116898 0.0016271806839852287 0.00032255738559148806 0.00066276958620355153 0.0012161771334659041 0.0010332278125386506 0.0009096309209779865 0.001307486262760154 0.0015439544641302598 0.0013093991955097748 0.0016388327187182856 0.0013223207151355529 0.0010055418546293295 0.00091430122562337151 0.00039805955290295078 0.00070249507302017663 0.001374412637790164 0.0011752371583196905 0.00080578215476434512 0.0011682363423535357
leaf_weight=1081 55 39 39 34 74 22 37 22 61 20 31 59 99 23 21 22 35 241 58 99 25 420 24 32 79 138 39 145 26 21
leaf_count=1081 55 39 39 34 74 22 37 22 61 20 31 59 99 23 21 22 35 241 58 99 25 420 24 32 79 138 39 145 26 21
internal_value=0 0.000769061 0.000696848 0.00132716 0.000851129 0.00134281 0.000508591 0.00135127 0.000942565 0.00135606 0.00109414 0.00139309 0.000452545 0.000543812 0.0012982 0.00128263 0.00108725 0.00138264 0.00145682 0.00129696 0.0013294 0.00130793 0.000741616 0.000774922 0.000457749 0.000742364 0.0014777 0.00122967 0.000939575 0.00135342
internal_weight=0 691 615 2430 338 2335 277 2287 95 2265 105 1381 240 141 884 805 55 1322 79 750 506 442 233 194 102 170 64 244 48 76
internal_count=3121 691 615 2430 338 2335 277 2287 95 2265 105 1381 240 141 884 805 55 1322 79 750 506 442 233 194 102 170 64 244 48 76
is_linear=0
shrinkage=0.00196078


Tree=4150
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 150 0 15 2 12 4 15 13 130 160 3 3 3 1 13 12 15 2 4
split_gain=55.5474 9.41824 5.54242 4.75593 4.06651 3.07576 2.01955 1.74976 1.66942 1.40006 1.33182 0.999504 0.809856 0.99387 0.764793 0.641043 0.723476 0.598653 0.525985 0.579891 0.768572 0.508617 0.510951 0.386743 0.352471 0.347505 0.32952 0.295608 0.292852 0.307875
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.13082500000000002 1.0000000180025095e-35 -0.10096999999999999 -0.11033999999999998 0.25063000000000007 0.090455000000000021 -0.52556499999999995 0.084195000000000006 -0.0044799999999999987 -0.070634999999999989 -0.013084999999999998 -0.080934999999999993 0.090900000000000009 -0.13927999999999999 0.12337000000000002 0.0036400000000000004 0.095175000000000023 -0.09551999999999998 0.095545000000000005 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 -6 12 11 -5 14 23 13 -1 -4 16 -14 21 24 -20 -21 -15 -23 -7 27 -18 -25 -3 29 -17
right_child=1 2 10 9 6 8 -8 -9 -10 -11 -12 -13 15 17 -16 28 25 -19 19 20 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.001619838049433384 0.0015172122122997147 0.0008663363865777558 0.0004852254964589081 0.001373023990511619 0.0013597655435023002 0.0015568011357277576 0.00081880504949989477 0.0018221647439234274 0.0009750591185690398 0.000879306159971512 0.00092605184365243199 0.0010312401861766306 0.0019297037521998088 0.00096619614686062132 0.0001599891194444726 0.0015069371041283397 0.0015620051477018876 0.0015948869646551774 0.00055161999830720464 0.0012086820065255978 0.00082121499972131638 0.0014163638467715235 0.0010957103317692886 0.001457881927092711 0.00056052834235845953 0.0014083403792061837 0.0013341018714614398 0.00066834255712160812 0.0013659290261689961 0.0012641172254341546
leaf_weight=53 71 50 122 34 83 62 39 76 41 63 22 28 20 21 36 456 993 22 20 26 81 56 29 147 54 60 189 69 77 21
leaf_count=53 71 50 122 34 83 62 39 76 41 63 22 28 20 21 36 456 993 22 20 26 81 56 29 147 54 60 189 69 77 21
internal_value=0 0.000841789 0.000762129 0.00147784 0.000885003 0.0014954 0.00118684 0.00153071 0.00135295 0.00105236 0.000474057 0.00138932 0.00151846 0.00139404 0.000411121 0.0015323 0.00156027 0.00130054 0.000762258 0.000858083 0.000915366 0.00123945 0.00130696 0.00141451 0.000691913 0.00155325 0.00138826 0.000751533 0.00147813 0.00149625
internal_weight=0 673 602 2448 422 2351 122 1884 467 97 180 426 1808 181 158 1627 1073 128 300 127 107 106 85 398 173 1053 336 119 554 477
internal_count=3121 673 602 2448 422 2351 122 1884 467 97 180 426 1808 181 158 1627 1073 128 300 127 107 106 85 398 173 1053 336 119 554 477
is_linear=0
shrinkage=0.00196078


Tree=4151
num_leaves=31
num_cat=0
split_feature=1 2 15 457 160 11 10 13 16 16 4 2 16 150 475 157 475 16 49 1 39 3 3 39 13 12 1 42 2 1456
split_gain=0.822692 0.209574 0.179023 0.210216 0.151229 0.149152 0.141762 0.128212 0.0966273 0.11144 0.0953286 0.0975674 0.0912701 0.107828 0.0797052 0.153977 0.141323 0.178148 0.0880592 0.0783599 0.0761025 0.0764412 0.122076 0.111721 0.106278 0.0975868 0.0945719 0.0795709 0.0950893 0.0782253
threshold=0.10337500000000001 0.12043500000000001 -0.41942499999999994 0.079590000000000008 -0.077849999999999989 0.091795000000000015 0.11294000000000003 -0.0044799999999999987 0.24134000000000003 0.058835000000000005 0.40124500000000002 0.092120000000000021 -0.45661999999999997 0.089910000000000018 -0.088274999999999978 -0.0080549999999999979 -0.085684999999999997 -0.010264999999999998 0.10969000000000002 0.14699000000000004 0.10166000000000001 -0.14186499999999996 -0.097604999999999983 -0.046074999999999991 0.10820000000000002 0.090165000000000009 0.085605000000000014 0.079510000000000011 0.10497000000000002 -0.06457499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 5 -2 -4 -6 -5 9 19 11 14 -13 20 15 -1 17 -16 -18 -3 21 27 24 -24 -23 26 -25 28 -14 -27
right_child=1 8 3 7 6 -7 -8 -9 -10 -11 -12 12 13 -15 16 -17 18 -19 -20 -21 -22 22 23 25 -26 29 -28 -29 -30 -31
leaf_value=0.0016002338138167507 0.0085084830771666019 0.0048224750057962998 0.0089222681065490306 -0.0035404507187195124 -0.0031791996676474813 0.016570931573265366 0.0072704307897947726 0.0066660367083386518 -0.0026271174475550655 0.011070653761271388 0.0036470201374454933 0.0129833112237975 0.014707679736117522 0.0027211114191091979 0.023338769325055183 0.012279982318135875 0.010773511132976185 0.011624576070824184 0.0053866240428760651 -4.5236688470695078e-05 0.0036192775967166476 -0.0011101292690173501 0.0021566735894884915 0.014138618974727304 0.0087293983558597767 0.0038716803637466263 0.0089532473165309066 0.017410357546000538 0.0058059317312048131 0.0093485544137289055
leaf_weight=27 40 171 285 20 37 28 20 32 20 24 22 64 24 26 20 27 1438 37 31 41 23 21 20 85 23 28 60 23 24 380
leaf_count=27 40 171 285 20 37 28 20 32 20 24 22 64 24 26 20 27 1438 37 31 41 23 21 20 85 23 28 60 23 24 380
internal_value=0 0.00634178 0.00761354 0.00862832 0.00379503 0.00960649 0.000487337 0.00274046 0.00404665 0.00461222 0.0101995 0.01026 0.00936095 0.00904639 0.0107158 0.00694011 0.0108494 0.0157348 0.0106598 0.00388108 0.00927769 0.00946686 0.00910929 0.00949907 0.00403326 0.00976462 0.0119929 0.0125742 0.0102568 0.00897269
internal_weight=0 718 462 365 97 313 57 52 256 236 2403 2381 801 737 1580 54 1526 57 1469 212 711 688 617 573 44 553 145 71 48 408
internal_count=3121 718 462 365 97 313 57 52 256 236 2403 2381 801 737 1580 54 1526 57 1469 212 711 688 617 573 44 553 145 71 48 408
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 2 4 1 11 1 12 50 0 4 1 0 52 2 160 11 15 39 0 16 3 12
split_gain=41.6223 7.2574 4.16406 3.40673 2.28202 2.0227 1.47762 1.25652 1.22162 1.19254 1.15228 1.08597 0.944318 0.656908 0.652233 0.43299 0.381923 0.328687 0.688308 0.379829 0.303117 0.355126 0.523578 0.281412 0.270075 0.305363 0.248351 0.404282 0.241699 0.241416
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.14285500000000004 0.40945500000000007 0.091265000000000013 0.40473500000000007 0.09253500000000002 1.0000000180025095e-35 0.086920000000000011 0.085355000000000014 0.086295000000000011 -0.23194499999999998 -0.013514999999999998 0.086920000000000011 0.18019500000000002 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 0.078340000000000007 -0.41942499999999994 0.093755000000000019 -0.11173999999999999 -0.105305 -0.017889999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 9 8 -4 12 -6 -5 13 16 -15 24 -1 19 29 -11 -3 22 -22 -14 -9 -26 27 -18 -10 -19
right_child=1 2 7 11 10 -7 -8 15 28 17 -12 -13 23 14 -16 -17 26 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015935483048943912 0.0012753938935058896 0.00059494728182923364 0.00077033912031443711 0.0011659697205206377 0.001152137118412915 0.00086560422376565191 0.00076660543892685315 0.00036898244808868867 0.00056613816642293738 0.00126329303952901 0.00070183223265398169 0.00072865235235761194 0.0017185695456098532 0.001057021592280719 0.0012672302129099232 0.00054119835437961095 0.0013711640594689816 0.0012542782805671912 0.0008552956224656572 0.00098650300108334599 0.001102550716376772 0.0006314187024862569 0.00071854164923264784 0.0014479737266216402 2.478600505912932e-05 0.00032098310184168791 0.0013266618590128082 0.0010031756464075419 0.00035899412695057897 0.0011445395797208184
leaf_weight=20 76 108 66 34 74 48 22 35 32 406 31 61 22 68 343 22 22 139 25 20 20 62 43 45 32 23 958 24 67 173
leaf_count=20 76 108 66 34 74 48 22 35 32 406 31 61 22 68 343 22 22 139 25 20 20 62 43 45 32 23 958 24 67 173
internal_value=0 0.000703768 0.000633128 0.00124915 0.000779188 0.00126395 0.00127231 0.000454902 0.000563706 0.00127723 0.00101919 0.000885166 0.00130929 0.00129867 0.00123245 0.000294612 0.00132525 0.0012141 0.00116835 0.0012503 0.000671032 0.00073677 0.000840449 0.00153683 0.000234335 0.00014865 0.0013199 0.00117917 0.00042595 0.00119343
internal_weight=0 691 615 2430 338 2335 2287 277 165 2265 105 95 1502 1435 411 112 1024 763 337 426 233 125 63 67 90 55 1004 46 99 312
internal_count=3121 691 615 2430 338 2335 2287 277 165 2265 105 95 1502 1435 411 112 1024 763 337 426 233 125 63 67 90 55 1004 46 99 312
is_linear=0
shrinkage=0.00196078


Tree=4153
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 124 42 11 16 12 2 16 43 157 1 124 3 158 1454 12 4 131 156 131 132 131 51 402 41 50
split_gain=0.835647 0.211169 0.136807 0.176172 0.131328 0.0947696 0.0978947 0.093098 0.082694 0.0800367 0.0787034 0.0749879 0.0728292 0.069927 0.0689025 0.0758264 0.0650109 0.0647283 0.140831 0.0899634 0.089452 0.0864129 0.128317 0.148484 0.114598 0.108754 0.0993951 0.192396 0.168157 0.155385
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 -0.076779999999999987 -0.0060199999999999993 0.095720000000000013 -0.25582999999999995 0.10806000000000002 0.13404500000000005 0.13751500000000003 -0.080324999999999994 -0.065184999999999979 0.10538500000000002 -0.087144999999999986 -0.03694999999999999 0.07968500000000002 0.088250000000000009 0.080890000000000017 0.042705000000000007 0.090855000000000005 -0.092099999999999987 0.089005000000000015 0.089535000000000017 0.023795 0.081440000000000026 0.089220000000000008 0.075585000000000013 0.083640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 13 -4 6 -1 10 9 -2 17 -12 -8 -3 -15 -16 -17 20 19 -19 21 22 -7 24 25 26 28 29 -24 -28
right_child=1 2 4 -5 -6 7 12 -9 -10 -11 11 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010908451518163276 0.0079207166855744388 0.0015448367654850397 -0.0053061644746256733 0.015022394042462112 0.0036030472395046117 0.01655806872783409 0.0071365431429714805 0.0034615127410506834 0.009971321775228718 0.00073195580348727255 0.0028181576273507546 0.0106831865046512 -0.00027364693426837528 0.00048841317607597882 0.011558497388381512 0.011011708443137733 0.0053396897921864431 0.017838758543754617 0.004359104139307006 0.011928528023418039 0.008187828112954312 0.012349203845171892 0.010388812376530459 0.0029720225257012225 0.0055335870286559357 0.01603111056046504 0.0042453350937394522 0.016511103142052889 0.01796809034732481 0.00992394668236375
leaf_weight=39 59 42 21 20 78 31 36 20 160 21 27 22 21 22 25 22 248 30 22 182 196 209 1207 29 51 33 93 25 30 100
leaf_count=39 59 42 21 20 78 31 36 20 160 21 27 22 21 22 25 22 248 30 22 182 196 209 1207 29 51 33 93 25 30 100
internal_value=0 0.00623851 0.00502332 0.00588797 0.00171321 0.0101264 0.0070479 0.0102546 0.00865877 0.00603367 0.010314 0.0063494 0.00440647 0.00537908 0.00588709 0.00628971 0.00580185 0.0104008 0.0119746 0.0127649 0.010217 0.010437 0.010187 0.0100611 0.0101947 0.0103544 0.0102257 0.00825683 0.0105726 0.00718762
internal_weight=0 718 478 379 99 2403 96 2307 240 80 2287 49 57 359 317 295 270 2238 234 212 2004 1808 1599 1568 1539 1488 1455 218 1237 193
internal_count=3121 718 478 379 99 2403 96 2307 240 80 2287 49 57 359 317 295 270 2238 234 212 2004 1808 1599 1568 1539 1488 1455 218 1237 193
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 16 2 14 12 4 47 0 2 14 16 13 3 43 2 0 15 0 16 4
split_gain=37.6962 4.46932 4.0235 2.94564 2.44331 1.70325 1.35224 1.34512 1.3064 0.944439 0.814018 0.813393 0.754599 0.720551 0.625028 0.584926 0.492755 0.480481 0.544729 0.432259 0.410815 0.394093 0.374921 0.347575 0.782983 0.333109 0.402507 0.303277 0.419872 0.290095
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.091475000000000015 -0.16363499999999997 0.40124500000000002 0.11389000000000002 0.033845000000000007 -0.040964999999999994 0.13754500000000003 0.076175000000000007 0.13597000000000004 0.49041500000000005 0.077555000000000013 -0.067094999999999988 0.10252500000000002 0.062655000000000016 0.10994000000000002 -1.0000000180025095e-35 0.090900000000000009 -0.08076499999999999 0.11177500000000001 -0.11437499999999999 -0.095244999999999982 -0.084804999999999978 -0.013024999999999998 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 9 12 13 -6 29 16 14 -7 15 25 -8 -3 19 18 21 20 22 -9 27 -2 -25 26 -4 28 -1 -5
right_child=1 5 6 8 7 11 10 17 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010773101846138541 0.00048792750874298511 0.00071128085249535784 0.0012676772561505173 0.0012606976429938965 0.0012126580889205401 0.00053039595214239153 0.0011962359663374778 0.00079559076972875013 0.00067329819945768378 0.00075289959688928248 0.0010272341395005801 0.00093965249017668984 0.00024328378312555676 0.001497313545386403 0.00090217610583102242 0.00039130156658325274 0.0013998843964125101 0.00053288035606052363 0.00070108168186695493 0.0014108119963430891 0.0012828080339205401 0.0011188459118539776 0.00085018785456482426 0.00097430032137038342 0.00061142666629916654 0.0012534538292029015 0.00088377384941531025 0.00091913519548921809 0.0014144419046009289 0.0010392681056377935
leaf_weight=49 44 30 21 46 31 43 666 29 29 22 156 33 101 46 29 82 33 28 71 20 38 29 28 29 108 1170 21 24 20 45
leaf_count=49 44 30 21 46 31 43 666 29 29 22 156 33 101 46 29 82 33 28 71 20 38 29 28 29 108 1170 21 24 20 45
internal_value=0 0.000630262 0.00118063 0.000797483 0.00100586 0.000456098 0.0012156 0.000839407 0.00103571 0.00113959 0.00115523 0.000708099 0.000366182 0.00125644 0.00118397 0.00047701 0.00117972 0.000765708 0.000816244 0.00113913 0.00110496 0.000957218 0.0010491 0.000639545 0.000688239 0.00124729 0.00107573 0.00110899 0.00117503 0.0011512
internal_weight=0 590 2531 301 422 289 2109 188 120 234 851 76 213 1258 695 112 212 157 129 179 159 58 121 181 137 1212 42 93 69 91
internal_count=3121 590 2531 301 422 289 2109 188 120 234 851 76 213 1258 695 112 212 157 129 179 159 58 121 181 137 1212 42 93 69 91
is_linear=0
shrinkage=0.00196078


Tree=4155
num_leaves=31
num_cat=0
split_feature=1 52 12 15 46 4 474 1 1 16 2 10 9 12 4 41 43 15 1 150 484 1 42 4 52 16 0 15 150 133
split_gain=0.843875 0.162257 0.145001 0.178692 0.166752 0.165916 0.260776 0.172623 0.138209 0.17898 0.118431 0.169818 0.232757 0.127197 0.0940005 0.107519 0.0943995 0.0922105 0.107547 0.0941177 0.0905971 0.104032 0.0764774 0.0725184 0.0718118 0.0708704 0.133497 0.115607 0.0860348 0.0666708
threshold=0.11146500000000002 -0.26636999999999994 0.078300000000000008 0.050935000000000008 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.15471500000000002 -0.11118499999999999 1.0000000180025095e-35 0.09820000000000001 -1.0000000180025095e-35 0.096295000000000019 -0.064804999999999988 0.088820000000000024 0.0061450000000000003 -0.03241999999999999 0.10658000000000002 0.083770000000000011 -0.070054999999999992 0.13869000000000004 0.090545000000000014 0.053180000000000012 -0.080114999999999978 -0.034884999999999992 -0.084804999999999978 -0.089024999999999979 0.084335000000000007 0.086695000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 3 4 5 -1 7 25 10 -10 11 12 -3 -14 -12 16 20 18 19 -9 -16 -22 -2 -4 -20 27 -27 28 -7 -13
right_child=1 8 23 -5 -6 6 -8 17 9 -11 14 29 13 -15 15 -17 -18 -19 24 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.011385002611682585 0.014781544245779515 0.002850931901202509 0.010410004564369978 0.014147090293625568 0.016355849008652428 0.01154195933660958 -0.004257727623545096 -0.00082879138269251391 0.0056076351989759136 -0.0066156928103579121 0.010135406385719156 -0.0014918945147655905 0.019539589085616173 0.010318373788434726 -0.0028121566353365782 0.010417019513746103 -0.0036225714208558205 -0.000622741346679894 0.004958732591476292 0.006300086485292844 0.0053111703677840728 -0.0012178881667907638 0.0066973995464980939 0.0085775175224774968 0.012864608308990244 0.015040967102289539 0.006473379827014381 0.00084006560168096002 0.0039146435441493634 0.0064855956099927423
leaf_weight=78 25 33 1879 47 21 50 22 31 25 23 24 22 21 52 20 21 20 28 20 46 154 29 22 244 27 44 31 21 21 20
leaf_count=78 25 33 1879 47 21 50 22 31 25 23 24 22 21 52 20 21 20 28 20 46 154 29 22 244 27 44 31 21 21 20
internal_value=0 0.0053986 0.00984241 0.00828617 0.00766012 0.00722429 0.00627257 0.0069988 0.00483147 -0.000249376 0.00541772 0.00768823 0.00982045 0.0129711 0.00416386 0.00357649 0.00293232 0.00456049 0.00573089 0.00343002 0.00357812 0.00427651 0.0109975 0.0101994 0.00950041 0.00921811 0.0114997 0.00735812 0.00928599 0.00230691
internal_weight=0 511 2610 487 440 419 341 319 464 48 416 148 106 73 268 244 223 152 124 77 203 183 47 2123 47 167 75 92 71 42
internal_count=3121 511 2610 487 440 419 341 319 464 48 416 148 106 73 268 244 223 152 124 77 203 183 47 2123 47 167 75 92 71 42
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 2 1 2 150 2 12 4 2 47 16 10 1 3 1 14 1 159 16 16
split_gain=42.4934 6.93192 4.17765 3.48848 2.55392 1.77853 1.20375 1.16226 1.13204 0.951826 0.760768 0.760094 0.731525 0.848879 0.592927 0.583723 0.420617 0.37158 0.369223 0.356995 0.327147 0.305474 0.302726 0.313884 0.284524 0.251891 0.278522 0.314426 0.238638 0.58838
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.17025000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.11472500000000001 -0.55119499999999988 0.089885000000000007 0.090100000000000013 0.058835000000000005 -0.39453499999999991 0.076935000000000017 -0.10831999999999999 0.14699000000000004 -0.23083499999999998 0.11669000000000002 0.082585000000000006 0.013515000000000001 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 12 -6 -5 14 16 17 15 22 -14 20 -1 28 25 24 -13 23 -7 -4 -3 27 -27 -19 -30
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 21 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0015214541100876894 0.0012217332694381396 0.00074699749247625162 0.00038453008701075234 0.0011118749227490804 0.0011291582906889804 0.00091602023935480597 0.00075257319861415006 0.0014916380819306161 0.00068496095117035448 0.00070479033515437014 0.0008859205279983215 0.00029315997063305383 0.0008871612930630682 0.00079618459551548308 0.00087548780160250192 0.0012123776683739809 0.00068519918028922642 0.0012876378466428993 0.0012096291429995708 0.00080917449439784478 0.00055940326680088963 -7.6323902490092255e-06 0.0012645408825572493 0.0011541442804891998 0.00015279587124492609 0.00064879176032746192 0.00038003232115986702 0.00042721827752972315 0.00091137386801297697 0.0012762785133193521
leaf_weight=21 74 31 110 34 71 23 34 76 32 63 48 27 23 23 29 274 20 950 419 32 33 25 92 285 25 97 29 33 23 65
leaf_count=21 74 31 110 34 71 23 34 76 32 63 48 27 23 23 29 274 20 950 419 32 33 25 92 285 25 97 29 33 23 65
internal_value=0 0.000655563 0.000585619 0.00121188 0.000735974 0.00122692 0.000407279 0.00125413 0.000991155 0.00084748 0.00112002 0.000358363 0.00124409 0.00115909 0.00114622 0.00118719 0.000416396 0.00126249 0.00125876 0.000617579 0.000384396 0.000148548 0.00116584 0.00113636 0.000341616 0.00058531 0.000553786 0.000592546 0.00127859 0.00118091
internal_weight=0 673 599 2448 325 2351 274 1874 103 97 477 240 1798 320 429 297 188 1478 1457 222 168 52 400 308 135 190 159 130 1038 88
internal_count=3121 673 599 2448 325 2351 274 1874 103 97 477 240 1798 320 429 297 188 1478 1457 222 168 52 400 308 135 190 159 130 1038 88
is_linear=0
shrinkage=0.00196078


Tree=4157
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 0 49 2 4 12 150 1 4 0 4 1 0 0 15 47 2 160 3 4
split_gain=110.449 16.2882 10.6824 9.15604 5.97464 5.47008 3.33423 2.99187 2.96141 2.37296 2.16585 1.86638 2.97752 1.80274 1.75611 1.38952 1.33922 1.24609 0.978854 0.844262 0.84506 0.771813 0.948146 0.742479 0.630755 0.616532 0.611461 0.595025 0.788309 0.554867
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.27834500000000006 0.14960000000000004 -0.10474999999999998 0.082865000000000008 0.14285500000000004 0.27834500000000006 0.09141500000000001 1.0000000180025095e-35 0.083135000000000014 -0.52556499999999995 -0.076579999999999995 -0.27825499999999997 0.076935000000000017 -0.030209999999999997 -0.060129999999999996 -0.42198999999999992 0.090100000000000013 0.087995000000000004 -0.067824999999999983 -0.0025099999999999996 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 13 11 -5 -6 16 12 17 14 -4 18 21 -1 -13 -20 -21 22 -7 29 -15 -3 -19 -16 -29 -17
right_child=1 2 6 8 9 10 -8 -9 -10 -11 -12 15 -14 24 27 23 -18 26 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020205996408566313 0.0020631503792172537 0.0010885257887681878 0.0011990501757480798 0.0019478152109677403 0.0019112147604684051 0.0019610115159222649 0.001335122099093931 0.002524373284372875 0.0012297637340920832 0.0012719311090147502 0.0013562590839006961 0.0026027471244502135 0.0024210581959796551 0.00071636131881911314 0.00098740769215150456 0.0021019432719593602 0.0015236405994878764 0.0017758942732993047 0.0021895666716650357 0.0021941875209327503 0.0017745029452819209 0.0021250926180467174 0.001634827172294701 0.0017918514649452326 0.0003867656257857609 0.0013788788412839828 0.0014110607180835163 0.00082741093031908468 0.00043564262758830888 0.0018601323167483012
leaf_weight=46 71 190 39 34 69 282 37 76 63 33 26 21 35 34 23 415 28 38 1069 35 39 92 39 37 65 33 33 39 40 40
leaf_count=46 71 190 39 34 69 282 37 76 63 33 26 21 35 34 23 415 28 38 1069 35 39 92 39 37 65 33 33 39 40 40
internal_value=0 0.00117491 0.00107016 0.00207181 0.00131129 0.00209617 0.000787233 0.00214326 0.00148145 0.00170439 0.0019062 0.00212724 0.0019193 0.000702767 0.000845164 0.00214633 0.00193863 0.0017692 0.00218325 0.00217555 0.001973 0.00196676 0.00192138 0.00205896 0.00049996 0.00113149 0.00160632 0.000709854 0.000629047 0.00208069
internal_weight=0 673 602 2448 325 2351 277 1884 97 102 467 1808 152 240 141 1656 441 117 1164 1143 74 413 321 492 99 223 71 102 79 455
internal_count=3121 673 602 2448 325 2351 277 1884 97 102 467 1808 152 240 141 1656 441 117 1164 1143 74 413 321 492 99 223 71 102 79 455
is_linear=0
shrinkage=0.00196078


Tree=4158
num_leaves=31
num_cat=0
split_feature=1 12 1 12 1 4 2 12 4 4 0 14 4 2 0 1 12 457 4 15 11 4 12 2 43 2 52 0 15 160
split_gain=59.8095 7.49943 7.16117 4.3986 3.86086 2.5734 2.53274 2.08272 2.04431 1.90772 1.40258 1.22307 1.22048 1.13354 1.2441 0.9914 0.846155 0.811498 0.808805 1.25371 0.737664 0.749986 0.675743 0.640029 0.604475 1.08605 0.563228 0.533967 0.836627 0.493191
threshold=0.10752500000000002 0.051320000000000005 0.12408500000000001 0.085055000000000006 0.08864000000000001 0.27287000000000006 0.14285500000000004 0.09141500000000001 0.23246000000000003 -0.17966999999999997 -0.23194499999999998 0.076175000000000007 0.033845000000000007 0.10444500000000002 -0.078904999999999989 0.16175000000000003 0.13597000000000004 0.045365000000000009 -0.059649999999999988 -0.03241999999999999 0.080455000000000013 -0.15464999999999998 -1.0000000180025095e-35 0.099185000000000009 -0.081289999999999987 0.11177500000000001 -1.0000000180025095e-35 -0.11437499999999999 -0.095244999999999982 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 24 10 6 22 11 -5 -6 -1 27 16 14 17 29 20 -11 23 -20 21 -9 -4 -12 -2 -26 -15 28 -3 -7
right_child=2 7 5 8 9 15 -8 12 -10 13 18 -13 -14 26 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019620841093454344 0.00064966352331344735 0.0016740588831300495 0.00080682934747607093 0.0015275278563948002 0.0015711956249242489 0.00075021581164667829 0.00046388261980202355 0.0012219883898059193 0.00098790720760793789 0.0014246303277711074 0.0017071500514288368 0.0019464209002505381 0.0013527701694664418 0.00059901296337640361 0.00085182388505104301 0.00010816904135486658 0.0012145613318282741 0.0010440326793020179 0.0014511748552476166 0.00095236552036388419 0.0017551774505756199 0.0015505356972552527 0.0012043788930206421 0.0012954906432652005 0.0012442062034552644 0.00082827275704353226 0.00097555510637139077 0.0016284050109013103 0.0011137040693532016 0.0004723029900989107
leaf_weight=22 41 21 25 79 31 31 42 28 41 56 53 46 160 24 37 25 29 35 76 26 65 581 48 20 31 109 42 1159 20 118
leaf_count=22 41 21 25 79 31 31 42 28 41 56 53 46 160 24 37 25 29 35 76 26 65 581 48 20 31 109 42 1159 20 118
internal_value=0 0.00153363 0.000840379 0.00105205 0.00129502 0.000619919 0.000847513 0.00158137 0.00134316 0.00111953 0.00149546 0.00163265 0.00150733 0.00104736 0.00115498 0.000469498 0.00154251 0.00127825 0.0014368 0.00132403 0.00155662 0.00153543 0.00106823 0.00159437 0.000859052 0.000920372 0.000838631 0.00162063 0.00140072 0.000530124
internal_weight=0 2531 590 301 422 289 115 2109 120 225 197 1246 863 194 128 174 703 91 175 102 674 609 73 73 181 140 66 1200 41 149
internal_count=3121 2531 590 301 422 289 115 2109 120 225 197 1246 863 194 128 174 703 91 175 102 674 609 73 73 181 140 66 1200 41 149
is_linear=0
shrinkage=0.00196078


Tree=4159
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 0 0 124 12 2 2 3 42 2 42 42 10 51 16 51 475 52 15 0 11 4 14 0 0 4
split_gain=1.44283 0.316001 0.19697 0.145886 0.207248 0.143224 0.143731 0.138036 0.136732 0.123549 0.120487 0.114164 0.110967 0.109685 0.107376 0.131041 0.106425 0.102612 0.0842482 0.146681 0.142763 0.13314 0.154806 0.196106 0.114008 0.165351 0.155252 0.155896 0.133711 0.329847
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.11474000000000002 -1.0000000180025095e-35 -0.13843999999999998 -0.07384499999999998 -0.076779999999999987 -0.42850999999999995 -1.0000000180025095e-35 0.15950500000000004 0.0022600000000000003 -0.0060199999999999993 0.13404500000000005 -0.019989999999999997 0.10755000000000002 -0.0026549999999999994 0.14122000000000004 0.19444000000000003 -0.22411499999999998 -0.008964999999999999 -0.54533999999999982 -0.045854999999999993 0.048635000000000005 0.085155000000000022 -0.42529999999999996 0.062655000000000016 0.041630000000000007 -0.10836499999999999 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 16 11 -7 12 -4 -8 -10 -6 -1 18 -5 17 -3 -16 19 -9 -20 -22 -23 -24 25 -21 27 28 29 -27
right_child=1 2 8 14 5 6 9 13 10 -11 -12 -13 -14 -15 15 -17 -18 -19 20 24 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.013164605068950317 0.013310889600797546 0.0068614209060218522 0.0079603617279125124 -0.0010229977795721166 0.0024358410344575534 0.016387805352834139 0.0059764753648101597 0.02157148470481237 0.0031789303362450522 0.01307629841919008 -0.0058188156690448523 0.010324179441505654 0.0062421040380733058 0.0082436743273152698 0.0068834721216337828 0.0018731230982666604 -0.0019363127415999771 0.014524342180229724 0.014400076223266068 0.020379220896575137 0.015196349976273874 0.010883854597216093 -0.0014429346144456288 0.010642817264131736 0.0060110806614499203 0.0023330897665940799 0.0180936431607659 0.0047844336266912851 0.013349206870476247 0.012773837751570953
leaf_weight=39 87 44 35 21 32 55 43 21 46 57 22 43 57 49 145 48 20 20 103 32 36 93 29 25 22 39 61 23 1639 135
leaf_count=39 87 44 35 21 32 55 43 21 46 57 22 43 57 49 145 48 20 20 103 32 36 93 29 25 22 39 61 23 1639 135
internal_value=0 0.00766104 0.00688205 0.0076624 0.00914534 0.0105459 0.0122817 0.0127698 0.00288184 0.0100234 0.000267895 0.00695849 0.00905437 0.0129244 0.00579922 0.00647183 0.00411213 0.00780964 0.013026 0.0132586 0.011422 0.00974586 0.00841105 0.00415232 0.0131691 0.0132508 0.0131305 0.0129656 0.0130694 0.0104337
internal_weight=0 718 631 528 294 230 155 2403 103 100 68 75 96 2307 234 213 64 165 2258 1972 286 183 147 54 1951 1929 1897 1836 1813 174
internal_count=3121 718 631 528 294 230 155 2403 103 100 68 75 96 2307 234 213 64 165 2258 1972 286 183 147 54 1951 1929 1897 1836 1813 174
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=31
num_cat=0
split_feature=1 52 3 12 4 124 148 2 11 2 15 14 10 3 2 16 49 132 3 3 52 12 151 51 15 13 50 50 481 16
split_gain=1.16869 0.255961 0.160255 0.133927 0.120325 0.118735 0.120343 0.117082 0.115877 0.115852 0.178736 0.168084 0.202492 0.139437 0.126339 0.107703 0.160678 0.110875 0.104733 0.152543 0.103634 0.154358 0.0975457 0.0923243 0.0932139 0.0908395 0.0846151 0.0949106 0.120168 0.103433
threshold=0.10337500000000001 -0.40967499999999996 0.31534000000000006 -0.42850999999999995 0.40124500000000002 0.0049200000000000008 -0.095079999999999984 0.097070000000000004 1.0000000180025095e-35 0.11362000000000001 -0.41942499999999994 -0.44847999999999993 0.11294000000000003 -0.12018999999999998 -1.0000000180025095e-35 -0.45661999999999997 -0.047584999999999995 0.10240500000000001 -0.13927999999999999 -0.097174999999999984 -0.0080349999999999987 0.085785000000000014 0.009020000000000002 0.10532000000000001 -0.46743999999999997 -0.075974999999999987 0.10917 0.11318500000000002 -0.009074999999999998 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 -4 7 6 -3 8 22 10 11 -8 -13 -12 -15 -9 -17 18 -18 -20 -10 -22 26 24 -11 -24 -1 -28 -29 -30
right_child=1 2 3 -5 -6 -7 9 15 20 23 13 12 -14 14 -16 16 17 -19 19 -21 21 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=0.01213894049536191 0.011979800602956408 -0.00016633830964565279 0.0071643256562362832 -0.00072112723906424692 0.0041312563656405966 0.0012998022145539936 0.011903268289752305 0.015073152878430002 0.019616833991474576 0.009425617462127573 0.018357326285913588 -0.0058976929634809499 0.0078306121628321269 0.0045980394548678308 0.010965523553672842 0.0031140375199770047 0.015229148703052642 0.0049208529672718476 0.0017252849973738195 0.010694707830909266 0.017918462163876169 0.0067971318193788951 0.010399000955821604 0.010144272059338487 0.0037285028363481286 0.0024015987920574847 0.0058079955616914154 0.017868046919730578 0.011609903672304486 0.0034897727270921074
leaf_weight=1533 87 21 35 56 22 36 20 43 36 36 20 22 21 40 141 33 47 35 20 365 26 24 49 41 142 20 45 22 62 21
leaf_count=1533 87 21 35 56 22 36 20 43 36 36 20 22 21 40 141 33 47 35 20 365 26 24 49 41 142 20 45 22 62 21
internal_value=0 0.00689493 0.00619385 0.00231174 0.0114928 0.00684806 0.00724436 0.0115608 0.011942 0.00756656 0.00897714 0.00432951 0.000806828 0.0104339 0.00955834 0.0102707 0.00985767 0.0103342 0.0107728 0.0102288 0.0155258 0.0125802 0.0117661 0.00586614 0.00488073 0.00808091 0.0119171 0.00965037 0.0112971 0.00955541
internal_weight=0 718 631 91 2403 540 504 2381 1838 483 264 63 43 201 181 543 500 467 432 385 86 50 1752 219 178 69 1683 150 105 83
internal_count=3121 718 631 91 2403 540 504 2381 1838 483 264 63 43 201 181 543 500 467 432 385 86 50 1752 219 178 69 1683 150 105 83
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 44 2 10 14 2 1 0 47 1 4 12 4 457 14 0 4 4 47 3 1 160 43 4 1
split_gain=26.9833 4.47284 2.65166 2.64036 1.48934 1.47078 0.799316 0.784498 0.683068 0.667775 0.650471 0.618194 0.54675 0.886978 0.631872 0.533292 0.506519 0.345362 0.344353 0.322365 0.303926 0.359871 0.277856 0.264208 0.257881 0.239942 0.232343 0.230939 0.223973 0.222513
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.094585000000000016 0.14122000000000004 -0.014199999999999999 0.062655000000000016 0.11474000000000002 0.077845000000000011 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.0061450000000000003 0.11472500000000001 0.41816000000000003 0.080930000000000016 -0.45687499999999998 -0.080689999999999984 -0.55119499999999988 0.053180000000000012 0.090100000000000013 0.30112000000000005 0.14173500000000003 0.085130000000000011 -0.080324999999999994 -0.036839999999999991 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 9 8 18 25 12 29 -5 13 14 -1 20 17 24 22 -19 -14 -22 -7 -3 -10 -4 -16 -13 -2 -6
right_child=1 2 6 11 10 7 -8 -9 16 -11 -12 27 15 -15 26 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097870719178583276 0.0010829366220563067 0.00049883923254728367 0.00026048355414774439 0.00092542221983607747 0.00099370973632934901 0.00098388437092194591 0.00071357070715722759 0.00065328575116646798 0.00053768719808241128 0.0012145773818576084 0.00054372699789388234 0.0006524529085964525 0.0010660518383823687 0.001216790938474102 0.0005760977329462584 0.00090507587407999488 0.00065712664747833143 0.00049465639911501567 0.00070866594924987145 0.0002251417220378906 0.0012594100473975601 0.00099741521533941685 0.0008731219954350415 0.00069142641572683466 0.00027009391718927549 -3.4242399887722217e-06 0.00082838042925897188 0.00040242431260754957 0.00085249941406491533 0.00078071456665944566
leaf_weight=57 50 190 26 28 44 287 22 41 45 76 26 49 1022 29 32 110 22 21 24 91 21 502 125 32 20 27 25 20 24 33
leaf_count=57 50 190 26 28 44 287 22 41 45 76 26 49 1022 29 32 110 22 21 24 91 21 502 125 32 20 27 25 20 24 33
internal_value=0 0.000553409 0.000497225 0.000996723 0.000617012 0.0010098 0.000355142 0.000912595 0.000323851 0.00103455 0.000811881 0.000679696 0.00102694 0.000910615 0.000832728 0.00103699 0.000376534 0.000341658 0.000936979 0.000275676 0.00104638 0.00100794 0.000950279 0.0005266 0.000455351 0.00012604 0.000686748 0.000579981 0.0010082 0.000902426
internal_weight=0 673 599 2448 325 2351 274 477 252 1874 103 97 1798 143 114 1655 199 177 436 112 1545 523 412 222 65 53 57 69 74 77
internal_count=3121 673 599 2448 325 2351 274 477 252 1874 103 97 1798 143 114 1655 199 177 436 112 1545 523 412 222 65 53 57 69 74 77
is_linear=0
shrinkage=0.00196078


Tree=4162
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 4 2 1 1 14 52 2 1 1447 2 1427 40 457 1 39 43 0 4 13 159 3
split_gain=35.7441 4.39857 3.88522 2.54666 2.47455 1.90807 1.90424 1.19338 1.10779 1.03905 0.999676 0.910188 0.66167 0.554504 0.460267 0.411828 0.384994 0.384399 0.365018 0.321419 0.302795 0.284093 0.984251 0.252894 0.249935 0.248643 0.233363 0.265442 0.227181 0.350464
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.089775000000000008 0.09253500000000002 0.090540000000000023 0.062655000000000016 -0.52606999999999993 -1.0000000180025095e-35 0.13436000000000001 -0.082869999999999985 0.31358000000000003 0.082040000000000016 -0.077474999999999988 0.080930000000000016 0.084525000000000003 0.089790000000000023 -0.080324999999999994 -0.050684999999999994 0.04735000000000001 -0.16152999999999998 0.0089800000000000019 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 14 10 7 20 -9 -10 12 -4 13 -1 -2 -14 -11 -12 -8 21 -3 23 -23 26 -13 -16 27 -19 -29 -30
right_child=1 6 11 -5 -6 -7 18 8 9 16 17 24 15 -15 25 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012886562302149521 0.0013278113860709995 0.00057569777205390238 0.0011211743498824734 0.00076703344879586709 0.00064802538148494204 0.00081855876781919369 0.00040691036040610765 0.0010901713999463063 0.0010792613126873192 0.00065434467427307201 0.0013787901183776384 0.00080439599116100653 0.00093888887422570585 0.0014838634336775186 0.0010991170082949716 0.0012135997149304494 0.00037417638442626826 0.00099833408017563656 0.00014483458785233329 0.0014325931931243223 0.00034800862919105605 0.0012746094648000816 0.00076449792354534832 0.00098806865583193795 0.00055356279300764052 0.00085275284285082312 0.0011344141517312348 0.0012092139037171805 0.0011324832518045489 0.0014379790767568167
leaf_weight=1081 28 43 34 45 74 41 84 28 21 132 42 56 23 59 63 239 22 21 27 20 47 33 26 23 21 21 179 524 22 42
leaf_count=1081 28 43 34 45 74 41 84 28 21 132 42 56 23 59 63 239 22 21 27 20 47 33 26 23 21 21 179 524 22 42
internal_value=0 0.000676749 0.00121268 0.00122913 0.000926262 0.00123789 0.000561874 0.000644731 0.000728053 0.000670114 0.00124525 0.000853972 0.00127834 0.00129876 0.0011101 0.00118948 0.000614321 0.00119548 0.000343162 0.00118683 0.000456793 0.00118118 0.00104981 0.00119074 0.000735987 0.00103753 0.00119665 0.00121495 0.00122268 0.00133296
internal_weight=0 590 2531 2420 186 2375 404 293 203 175 2334 111 1402 1140 112 262 154 932 111 890 90 870 59 811 77 84 788 609 588 64
internal_count=3121 590 2531 2420 186 2375 404 293 203 175 2334 111 1402 1140 112 262 154 932 111 890 90 870 59 811 77 84 788 609 588 64
is_linear=0
shrinkage=0.00196078


Tree=4163
num_leaves=31
num_cat=0
split_feature=1 52 1 52 124 0 16 42 2 123 12 12 43 16 47 48 3 15 41 43 3 43 400 133 52 402 12 402 12 481
split_gain=1.2768 0.272963 0.168845 0.153584 0.132742 0.114249 0.135002 0.10296 0.102539 0.0929064 0.0915463 0.130584 0.162014 0.130386 0.092419 0.20164 0.0893877 0.0784162 0.130505 0.119435 0.0931289 0.0922816 0.160453 0.109357 0.123729 0.145601 0.11135 0.108628 0.0971332 0.107907
threshold=0.10337500000000001 -0.40967499999999996 0.14860500000000001 0.19022000000000003 -0.076779999999999987 -0.019414999999999998 -0.25582999999999995 -0.0060199999999999993 0.13404500000000005 0.12294500000000001 0.11734000000000001 0.10016000000000001 0.070450000000000013 -0.27167499999999994 0.10589000000000001 0.12118000000000002 -0.074939999999999993 0.040760000000000005 0.07677500000000001 -0.51144999999999985 -0.047929999999999993 0.0051600000000000005 -0.064794999999999978 -0.071719999999999992 0.086450000000000013 0.095250000000000015 0.087385000000000004 0.2506000000000001 0.083785000000000012 -0.08452999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 7 6 -4 -1 17 10 11 12 14 -13 -3 16 -16 19 20 -6 21 23 -23 24 26 -26 -19 28 -25 -30
right_child=1 2 5 -5 8 -7 -8 -9 -10 -11 -12 13 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.012243497131958766 0.012373004519248826 0.0055178931426994073 -0.00048947839214551181 0.011704586705810307 0.004139427880623511 -0.0035185302464434739 0.010862407628446818 0.0055754340249685608 0.0075537321480865383 -0.0002877777931280434 0.012017252913986644 -0.0048515316797420388 0.013918596611668665 0.0065671419550199063 0.0095986744566332743 0.0037397180115530159 0.018939948957413438 0.01504408972082185 0.01862946852437548 0.011749019753708595 0.01738045069221885 0.018809175766496499 0.0098427828247956723 0.017773540004688716 0.0050539790501352398 0.016720414812848701 0.022643604595589662 0.0056577060599406455 0.0078075720696991384 0.01275670410901892
leaf_weight=39 87 307 22 61 21 26 20 57 49 20 30 20 30 20 21 34 20 51 37 1157 39 22 215 35 20 23 31 23 48 536
leaf_count=39 87 307 22 61 21 26 20 57 49 20 30 20 30 20 21 34 20 51 37 1157 39 22 215 35 20 23 31 23 48 536
internal_value=0 0.00712197 0.00639798 0.00696648 0.0119278 0.00169114 0.00491618 0.00828433 0.0120794 0.00639073 0.00666785 0.0063128 0.00684241 0.000857805 0.00628669 0.00943362 0.0141554 0.0121776 0.0127931 0.0116134 0.012586 0.0123998 0.0106751 0.0129327 0.0156388 0.0112942 0.0179171 0.0124059 0.0126566 0.0123499
internal_weight=0 718 631 563 2403 68 42 96 2307 502 482 452 412 40 382 75 41 2258 1080 1178 1043 1004 237 767 125 43 82 642 619 584
internal_count=3121 718 631 563 2403 68 42 96 2307 502 482 452 412 40 382 75 41 2258 1080 1178 1043 1004 237 767 125 43 82 642 619 584
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 13 45 3 49 151 49 0 10 131 1 14 12 1 1 0 133 42 2 402 1212 474 51 160 1210 402
split_gain=1.03448 0.268576 0.191049 0.161149 0.131238 0.120167 0.0947526 0.0970404 0.129936 0.134379 0.0791375 0.0877772 0.168829 0.10315 0.0777393 0.173325 0.278564 0.36834 0.296414 0.209403 0.243714 0.177566 0.124405 0.0808832 0.119053 0.0958073 0.272821 0.453111 0.102374 0.0944601
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.089410000000000003 0.22582000000000002 -0.14819499999999997 0.081955000000000014 -0.07359499999999998 0.13087000000000001 0.050660000000000004 -1.0000000180025095e-35 -0.11013499999999998 -0.014199999999999999 0.09172000000000001 0.076935000000000017 0.086645000000000014 0.08401500000000002 0.083345000000000016 0.081670000000000006 -0.071719999999999992 0.40304500000000004 0.11275500000000001 0.081685000000000021 0.0043800000000000011 0.087685000000000013 0.083685000000000023 -0.085534999999999986 -0.082299999999999984 0.063455000000000011 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -5 7 14 9 -9 -4 -12 -13 -14 22 16 17 -16 -18 21 -21 -20 -1 25 29 28 27 -27 -24 -25
right_child=1 2 10 5 -6 -7 -8 8 -10 -11 11 12 13 -15 15 -17 18 -19 19 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.018035147650616951 0.012130972574381397 0.005640009345086603 -0.0016171523527572713 0.0022448422564637096 0.0027186210651416335 0.010308661093321545 0.017385528465224939 0.010332893826168456 0.0031290777123950684 0.0023506609389600769 0.0084606404500928798 -0.0056959146540611983 0.0068575588300258715 -0.0013606437129922034 0.010983825868672947 0.0181451535159722 -0.00086084652099419729 -0.0075317700703938801 0.010909093904188654 0.02436998272314668 0.0097985577092251988 0.0025799319680247989 0.010398409415416462 0.018606697503281266 0.0077245451948221994 0.0098246420733630671 0.010856953079327325 0.030598043295599165 0.015773654724251029 0.013009574481809181
leaf_weight=29 78 359 31 21 20 154 22 510 29 22 33 20 56 21 22 25 22 21 298 24 22 28 836 38 34 21 121 21 37 146
leaf_count=29 78 359 31 21 20 154 22 510 29 22 33 20 56 21 22 25 22 21 298 24 22 28 836 38 34 21 121 21 37 146
internal_value=0 0.00656695 0.0059425 0.00685288 0.0107846 0.009341 0.0108539 0.0107916 0.00964748 0.0100028 0.00292299 0.00400564 0.00249002 0.00461623 0.0111594 0.0100471 0.00958383 0.00194133 0.0104179 0.0110849 0.017401 0.0101937 0.0115599 0.0114102 0.0131609 0.0110418 0.0132673 0.0202113 0.0106262 0.0141655
internal_weight=0 773 695 534 2348 175 2328 2306 561 532 161 130 97 77 1745 462 437 43 394 372 46 326 1283 1254 218 1036 163 42 873 184
internal_count=3121 773 695 534 2348 175 2328 2306 561 532 161 130 97 77 1745 462 437 43 394 372 46 326 1283 1254 218 1036 163 42 873 184
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 2 1 16 12 2 4 1 14 4 16 43 12 16 151 4 4 47 15 3 160 1420 1429
split_gain=40.3848 6.79666 4.09036 3.65846 2.14353 1.55339 1.24265 1.03247 1.02286 0.841535 0.757309 0.736387 0.711118 0.620955 0.992924 0.595801 0.531721 0.451155 0.362126 0.357625 0.352661 0.336883 0.383136 0.325647 0.321582 0.319605 0.382446 0.275545 0.261737 0.403079
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.092365000000000017 0.085505000000000012 0.40473500000000007 0.092845000000000025 0.13501500000000002 0.086920000000000011 -0.034884999999999992 0.08401500000000002 0.13754500000000003 -0.013125 0.093100000000000002 0.062655000000000016 0.49041500000000005 0.10246000000000001 0.057265000000000003 0.092550000000000007 -0.079734999999999986 -0.088784999999999989 0.022185000000000003 0.0067750000000000006 0.10350500000000001 -0.42198999999999992 0.31534000000000006 -0.067824999999999983 -0.080064999999999983 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 9 12 24 -5 13 15 -7 -11 16 18 19 28 -3 21 20 -15 -6 -2 -23 -13 -4 -14 -27 -18 -1 -30
right_child=1 5 6 7 8 10 -8 -9 -10 11 -12 23 25 14 -16 -17 27 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0015112616630564516 0.00087461348559417576 0.00072756556027075829 0.0013064250696440036 0.0011429169397380659 0.0015133311594623367 0.00056939704039063758 0.00078565110817697698 0.00072902317243115126 0.00090644281348776601 0.0010503733663497646 0.00097232300276849787 0.001289718292614838 0.000425522145764468 0.0012593146532112974 0.0008413325670349216 0.0015366010197874909 0.00061620578942011715 0.00099482440042729468 0.0011363570243453055 0.0011203514597647891 0.0012659401546104574 0.0005432346598336509 0.00073005085430039615 0.0010854863493625279 0.0011017173895328056 0.00031029714830063855 -1.3576493883091543e-06 0.00035579554043286329 0.0013321748640756975 0.0011728378469587992
leaf_weight=29 31 30 70 37 24 47 32 62 48 69 29 332 36 122 38 55 21 20 79 171 288 72 102 33 51 41 24 61 1002 65
leaf_count=29 31 30 70 37 24 47 32 62 48 69 29 332 36 122 38 55 21 20 79 171 288 72 102 33 51 41 24 61 1002 65
internal_value=0 0.000708852 0.00088192 0.00125296 0.00126848 0.000482485 0.00112927 0.000883711 0.00118361 0.00130971 0.000723145 0.00123614 0.000396616 0.00120204 0.00113954 0.00133746 0.000504204 0.000713723 0.00125494 0.00117821 0.00128497 0.000686298 0.000652748 0.00127125 0.00122014 0.000277311 0.000195225 0.000422486 0.00132746 0.00132247
internal_weight=0 667 378 2454 2355 289 153 99 770 1585 76 434 213 722 331 1151 112 225 391 293 312 205 174 365 121 101 65 82 1096 1067
internal_count=3121 667 378 2454 2355 289 153 99 770 1585 76 434 213 722 331 1151 112 225 391 293 312 205 174 365 121 101 65 82 1096 1067
is_linear=0
shrinkage=0.00196078


Tree=4166
num_leaves=31
num_cat=0
split_feature=1 3 0 45 4 2 9 43 2 1 4 1 48 1 475 3 475 16 1375 457 475 475 475 16 4 42 51 2 151 51
split_gain=1.01959 0.232868 0.145502 0.115118 0.114036 0.114018 0.0886137 0.0822113 0.183438 0.0940678 0.0802165 0.0771823 0.10336 0.082556 0.0742095 0.141892 0.115512 0.141848 0.0861869 0.0916268 0.0831732 0.138429 0.110463 0.0694638 0.0933455 0.0869854 0.126784 0.106782 0.128012 0.11876
threshold=0.10337500000000001 -0.065229999999999996 0.089620000000000019 0.10526500000000001 0.40124500000000002 0.092120000000000021 0.099965000000000012 -0.05647499999999999 0.11362000000000001 0.10797500000000002 0.23246000000000003 0.15471500000000002 -0.065224999999999991 0.13501500000000002 -0.088274999999999978 -0.081574999999999995 -0.085684999999999997 -0.010264999999999998 -0.090674999999999992 0.10487 -0.084144999999999984 -0.084894999999999984 -0.082904999999999993 -0.44310499999999992 0.057560000000000007 0.075730000000000006 -0.16666999999999996 0.11177500000000001 -0.086769999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 6 5 14 7 -3 9 -9 -2 12 -10 -14 15 -1 17 -16 19 -18 21 -20 -22 -7 25 26 -25 28 -28 -30
right_child=1 2 -4 -5 -6 23 -8 8 11 -11 -12 -13 13 -15 16 -17 18 -19 20 -21 22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0027614396145759987 0.010478098614666084 0.0036528723008378582 -0.0031045570703489441 0.012302771472794754 0.0034385127798569476 0.012807089280845089 -0.0012937709666965974 0.0055232960104556949 0.0099043714136562572 0.012478929914344671 0.0067965352531623559 0.010135012403840111 0.0043053179426729531 -0.0013908931642378631 0.022494943119527308 0.013041746557923034 0.0017572625493630766 0.012042121085766201 0.0093856387678533798 0.011329452351274086 0.004084315227175301 0.020650335794198327 0.011227200295525576 0.01356387761188671 0.0068691310236075279 0.011197900542327645 0.001132745384820737 0.0032179389620432632 0.0080298291809224303 0.013160132922764337
leaf_weight=29 134 167 21 23 22 66 21 29 22 59 106 21 77 38 20 25 20 37 20 20 22 24 1363 48 120 285 20 40 159 63
leaf_count=29 134 167 21 23 22 66 21 29 22 59 106 21 77 38 20 25 20 37 20 20 22 24 1363 48 120 285 20 40 159 63
internal_value=0 0.00631051 0.00503441 0.00540841 0.0106051 0.0106713 0.00504304 0.00536525 0.00652772 0.0101867 0.00885207 0.00448979 0.00362447 0.00242309 0.011164 0.00752084 0.0112929 0.0157098 0.0111216 0.00654336 0.0112497 0.01553 0.0111137 0.00969942 0.00942036 0.00991816 0.00881294 0.00800427 0.0087954 0.00948573
internal_weight=0 718 478 457 2403 2381 434 413 246 88 240 158 137 115 1580 54 1526 57 1469 40 1429 44 1385 801 735 615 330 282 242 222
internal_count=3121 718 478 457 2403 2381 434 413 246 88 240 158 137 115 1580 54 1526 57 1469 40 1429 44 1385 801 735 615 330 282 242 222
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 3 3 47 149 0 4 14 42 13 3 4 14 9 147 15 0 1428 3 472 0 0 1212 403 52
split_gain=0.860521 0.254191 0.152595 0.157883 0.172442 0.160539 0.135842 0.113251 0.0928007 0.104728 0.0891236 0.102576 0.0855054 0.0854477 0.0975552 0.140797 0.0836924 0.0795347 0.100771 0.0774903 0.0773125 0.0753263 0.124632 0.101648 0.100404 0.0990075 0.113385 0.113475 0.104772 0.0754363
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.074359999999999996 -1.0000000180025095e-35 0.11658 -0.11171999999999999 0.085505000000000012 0.081720000000000015 -0.040504999999999992 0.022185000000000003 -0.45687499999999998 -1.0000000180025095e-35 -0.0093149999999999986 -0.014944999999999998 0.053180000000000012 -0.30192499999999994 0.10141500000000002 0.086575000000000013 -0.028889999999999996 -0.079119999999999982 0.08653000000000001 -0.059315 -1.0000000180025095e-35 -0.079829999999999998 -0.080309999999999979 0.11930500000000001 -1.0000000180025095e-35 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 9 12 11 -10 -2 -7 15 -15 21 -14 -19 -9 -8 23 -23 25 -24 26 27 29 -27 -3
right_child=8 16 3 -5 6 13 20 19 10 -11 -12 -13 17 14 -16 -17 -18 18 -20 -21 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00061660180192278776 0.0071835939397088032 0.010625223716751018 -0.0036719334684312344 0.014751505218446254 0.0031131351289028926 0.009970861469934646 0.0070157147046517243 0.010844882659398536 0.014159353324212136 0.0096984701300971213 0.00064447620063133192 0.0058543181665049035 -0.0040268253037841839 0.013789020287804305 0.00041780208404629661 0.0041397808375017294 0.008139088785510248 0.0031302472980834343 -0.0041500719877975911 0.0043483826611191035 0.00021348355609613159 0.0086995151465917749 0.0094194844326314833 0.017309430628527134 0.018566637661327455 0.010289643704891206 0.0041534290934402132 0.01756547639767329 0.020059192938996214 0.008769527863202049
leaf_weight=23 29 851 20 30 24 38 55 224 20 20 21 58 24 20 39 62 291 140 22 20 24 606 24 21 24 23 31 21 21 295
leaf_count=23 29 851 20 30 24 38 55 224 20 20 21 58 24 20 39 62 291 140 22 20 24 606 24 21 24 23 31 21 21 295
internal_value=0 0.00923023 0.00736526 0.00769544 0.007293 0.00477204 0.00859344 0.00966767 0.00385885 0.00277695 0.00642699 0.00798381 0.00213309 0.00583418 0.00453505 0.00649325 0.00971927 0.00134564 0.00214156 0.0103124 0.00494921 0.00995915 0.00908803 0.0104102 0.0139931 0.0102936 0.0101225 0.010281 0.0149524 0.0101475
internal_weight=0 2787 579 556 526 179 347 268 334 235 99 78 215 159 121 82 2208 186 162 244 79 1917 654 1263 48 1242 1198 1167 44 1146
internal_count=3121 2787 579 556 526 179 347 268 334 235 99 78 215 159 121 82 2208 186 162 244 79 1917 654 1263 48 1242 1198 1167 44 1146
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 0 15 2 4 15 3 3 4 0 4 52 52 16 47 14 12 3 4 16
split_gain=44.2604 7.85709 4.53801 3.68962 2.43285 2.02883 1.29771 1.29436 1.20909 1.12427 0.996705 0.75127 0.764727 0.731678 0.706394 0.499743 0.527439 0.570941 0.445347 0.42783 0.430444 0.405009 0.354354 0.424599 0.351566 0.359733 0.342335 0.341145 0.316239 0.295277
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.14122000000000004 -0.10096999999999999 -0.11033999999999998 0.14838000000000004 0.42051500000000003 0.084195000000000006 -0.080934999999999993 0.090900000000000009 0.0061450000000000003 -0.079119999999999982 -0.52556499999999995 -0.56176499999999996 0.039215000000000007 -0.27167499999999994 0.090100000000000013 -0.23083499999999998 0.098810000000000023 -0.12711499999999995 0.055260000000000011 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 13 26 -5 21 12 -1 14 -4 16 -14 -18 19 -13 -21 -7 23 -23 25 -3 -6 -22 -28 -24
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 18 15 -15 -16 -17 17 -19 -20 20 27 22 29 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012905882887800715 0.001209001639479208 0.00073904305612375104 0.00056028838397241098 0.0010835448696762495 0.0011932336847356474 0.0013096024489595264 0.0014718140349545591 0.00069603819980482986 0.00054827036837454116 0.00063858239147219381 0.00078419942189665397 0.0012510798841921891 0.00067452848736756772 0.00015450412281074741 0.00028412025499829658 0.0012775422258173082 0.0011371881406263809 0.00079823339444870403 0.0010879916114045337 0.001415663520408525 0.00096570856677477849 0.00077629284518181542 0.0011857592765968832 0.0010633560961097882 0.0007674708829240953 0.00051511609976820783 0.0011148280109844956 0.0011773948037150056 0.00077415622120022558 0.00094219266558182219
leaf_weight=52 76 33 55 34 38 34 76 37 23 61 41 1124 21 84 101 22 56 29 88 27 32 22 147 199 34 168 20 343 22 22
leaf_count=52 76 33 55 34 38 34 76 37 23 61 41 1124 21 84 101 22 56 29 88 27 32 22 147 199 34 168 20 343 22 22
internal_value=0 0.000614227 0.000540727 0.00117662 0.000693204 0.00119203 0.00122086 0.000354671 0.000944477 0.000797832 0.00107613 0.00121022 0.00109007 0.000302043 0.000381487 0.00100861 0.000952796 0.00102154 0.00122362 0.00123145 0.00117655 0.00110436 0.00108646 0.00103478 0.000583072 0.00055188 0.00105839 0.00115933 0.000936381 0.00115405
internal_weight=0 691 615 2430 338 2335 1870 277 103 95 465 1794 180 240 156 128 106 85 1614 1526 402 424 390 221 235 201 80 375 42 169
internal_count=3121 691 615 2430 338 2335 1870 277 103 95 465 1794 180 240 156 128 106 85 1614 1526 402 424 390 221 235 201 80 375 42 169
is_linear=0
shrinkage=0.00196078


Tree=4169
num_leaves=31
num_cat=0
split_feature=1 12 15 155 46 3 1 475 3 12 148 2 30 1 39 49 133 151 150 41 51 12 2 4 11 0 16 43 2 131
split_gain=0.864254 0.146682 0.16917 0.146443 0.136285 0.164239 0.146779 0.204584 0.114962 0.131302 0.106695 0.0863044 0.163268 0.124025 0.0797121 0.118905 0.116876 0.102887 0.0795956 0.0745844 0.0754054 0.0722624 0.0691566 0.0683355 0.0940827 0.125676 0.139645 0.10741 0.10995 0.225975
threshold=0.11146500000000002 0.051320000000000005 0.024640000000000006 0.084785000000000013 0.084955000000000017 0.12178000000000001 0.095950000000000021 -0.068264999999999978 0.31534000000000006 -0.42850999999999995 -0.078044999999999989 1.0000000180025095e-35 0.086065000000000016 0.11588000000000001 0.10166000000000001 -0.0087849999999999977 -0.090969999999999981 -0.044604999999999992 0.10375000000000002 0.08690500000000001 0.13831000000000002 0.11734000000000001 0.15950500000000004 0.40124500000000002 1.0000000180025095e-35 -0.13843999999999998 0.0057500000000000008 -0.0043399999999999992 0.084415000000000004 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 7 -1 10 -10 -2 12 13 -12 15 17 -17 -9 19 20 -13 23 -11 24 25 -3 -27 28 29 -28
right_child=3 21 -4 -5 -6 -7 -8 14 9 22 11 18 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014645182781598785 -0.00081648851462107685 0.0017729587748181075 0.013118929691756001 0.011484559171742971 0.015134603661717847 -0.0013451763195917012 0.0047346251583876928 0.011078524110572679 0.0060344049789230617 0.00091605205362772248 0.016542714238166809 0.0021163892403647708 0.0018148627823010384 0.007827901606202085 0.0049145581433549523 0.0057737374966520642 0.014002001333529294 0.0023425277071790055 0.0095073704142123461 0.0093843612202908853 0.0083909538712098521 0.006868978768100286 -0.0063827088202482885 0.0042523464648349376 0.012198838450808868 0.010163042650805179 -0.0038271667491062548 0.003439137531930338 0.0096789698072323772 0.0087146206457606144
leaf_weight=33 28 20 52 31 20 24 149 28 34 34 20 148 38 89 27 21 97 26 26 20 22 88 21 22 158 1496 20 46 232 51
leaf_count=33 28 20 52 31 20 24 149 28 34 34 20 148 38 89 27 21 97 26 26 20 22 88 21 22 158 1496 20 46 232 51
internal_value=0 0.00932033 0.00773505 0.00482318 0.00707632 0.00667838 0.0071838 0.00875676 0.00439297 0.0011492 0.00513132 0.0055901 0.0074592 0.00942695 0.00996603 0.010759 0.0125376 0.0068723 0.00431808 0.00360797 0.00292839 0.00967484 -0.00187075 0.00979558 0.00985586 0.00965737 0.00974284 0.00794162 0.00862516 0.00518172
internal_weight=0 2610 477 511 425 405 381 232 480 89 391 363 147 109 199 172 118 54 216 190 170 2133 55 2045 2023 1865 1845 349 303 71
internal_count=3121 2610 477 511 425 405 381 232 480 89 391 363 147 109 199 172 118 54 216 190 170 2133 55 2045 2023 1865 1845 349 303 71
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 11 2 49 4 0 11 2 1 49 1 14 40 1 1 43 0 4 43 0 2
split_gain=52.7855 8.32981 5.01662 4.11267 3.00662 2.60806 2.22934 1.90731 1.85775 1.55525 1.52408 1.59983 0.819749 0.736808 0.642271 0.573042 0.532969 0.507596 0.499646 0.497154 0.448788 0.448662 0.42774 0.422529 0.405019 0.402498 0.385168 0.404232 0.380361 0.372095
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13754500000000003 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 1.0000000180025095e-35 0.089775000000000008 -0.054984999999999992 -0.062539999999999984 -0.13027499999999997 0.078340000000000007 0.094835000000000017 0.16175000000000003 0.082865000000000008 0.086920000000000011 0.07913000000000002 -0.077714999999999992 0.12958500000000003 0.12811000000000003 -0.093959999999999988 -0.23091999999999999 0.0052350000000000009 0.064745000000000011 -0.095504999999999993 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 7 6 10 21 16 22 11 19 -2 -11 18 -12 -1 -6 -13 25 24 -3 -9 -15 -17 -4 27 -16 -21 -5
right_child=1 4 5 29 17 -7 -8 9 -10 13 15 14 -14 23 26 20 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017069015163102301 0.0011660173891043927 0.00084060397208294765 0.0019836378214406034 0.001030496194246499 0.00062339251116323973 0.0010451022128598029 0.0011698164728879297 0.0014593816908498073 0.0010387049981224966 0.0012773886017514635 0.0020903289240170151 0.0012540790322314662 0.0015703856075864821 0.0009458242196534925 0.0016417777970205375 0.0014686443525202134 0.0013619527994142683 0.00028484516214478473 0.0016260040240461417 0.0014488280654287472 0.0019882562830054558 0.00056912121666120548 0.0010959810003930447 0.00069699057632978661 0.0017877286969266864 0.0017023927011538785 0.0015158173603445051 0.0014984860628817901 0.0016462730006874357 0.00072409448378226338
leaf_weight=26 23 44 20 64 90 28 37 33 71 22 30 41 119 128 427 20 51 21 21 42 31 50 20 33 65 897 204 92 351 20
leaf_count=26 23 44 20 64 90 28 37 33 71 22 30 41 119 128 427 20 51 21 21 42 31 50 20 33 65 897 204 92 351 20
internal_value=0 0.000995361 0.00161742 0.00130145 0.000838498 0.00163988 0.00164719 0.000932396 0.00126748 0.00102647 0.00165507 0.00164158 0.00150489 0.000940813 0.00157158 0.00184877 0.00147843 0.000559343 0.00138005 0.00168352 0.0017863 0.000696198 0.00132225 0.000894821 0.00171265 0.00170853 0.001588 0.00161638 0.00162517 0.000957543
internal_weight=0 667 2454 226 441 2306 2278 330 148 236 2241 2095 142 183 785 146 77 111 62 1310 116 94 53 161 85 917 723 519 393 84
internal_count=3121 667 2454 226 441 2306 2278 330 148 236 2241 2095 142 183 785 146 77 111 62 1310 116 94 53 161 85 917 723 519 393 84
is_linear=0
shrinkage=0.00196078


Tree=4171
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 0 4 0 1 2 376 47 2 0 4 0 49 4 15 0 1 0 0 52 2 150 1429
split_gain=41.933 5.18347 4.3939 2.74207 2.72968 1.99141 1.63954 1.29521 1.01499 0.971998 0.925601 0.905375 0.893616 0.83304 1.18086 0.804114 0.728023 0.712743 0.661363 0.60103 0.486764 0.938386 0.442331 0.427735 0.426275 0.421482 0.40474 0.438769 0.328215 0.301843
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.09141500000000001 0.40945500000000007 -0.23194499999999998 -0.16363499999999997 -0.067094999999999988 0.12000500000000001 0.092235000000000025 0.083785000000000012 0.10019500000000002 0.13501500000000002 -0.14832499999999996 -0.0086549999999999978 -0.14832499999999996 -0.012034999999999999 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.16175000000000003 -0.13027499999999997 -0.093584999999999988 1.0000000180025095e-35 0.10381000000000001 0.083770000000000011 -0.015219999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 19 7 16 13 -1 -5 12 -9 28 14 18 17 -4 25 -3 -2 22 -22 -10 -7 -18 -8 27 -14 -11 -21
right_child=1 5 6 9 -6 23 15 11 20 10 -12 -13 26 -15 -16 -17 24 -19 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016664750860761618 0.00085864536865961326 0.0010370811431848702 0.0016020737764930802 0.0012529848561901337 0.00068140668966266982 0.00040246119099826398 0.0015256169973710608 0.00075380648162594452 0.0014421078045979594 0.0012650743076781266 0.00058134415521730778 0.00041576643369444101 0.00096981950072931632 0.00049724313593732408 0.0011480585495436113 0.00096723110473883179 0.0010971160215976969 0.0011757655938528031 0.00064222150242840162 0.0014401979862697541 0.0012421401592415554 0.00081059401398342031 0.001109472266439873 8.6760877463775294e-05 0.001361091564302325 0.0012907300735457443 0.0010870868259785223 0.00066212757694430243 0.0009802569956088266 0.0011726044894120734
leaf_weight=22 20 21 48 35 74 77 31 44 51 35 30 99 28 33 36 36 24 237 73 21 76 26 22 21 1174 559 20 49 28 71
leaf_count=22 20 21 48 35 74 77 31 44 51 35 30 99 28 33 36 36 24 237 73 21 76 26 22 21 1174 559 20 49 28 71
internal_value=0 0.000702773 0.00128325 0.00110061 0.000973635 0.000578069 0.00131979 0.000655975 0.00126953 0.000952713 0.0008974 0.000519779 0.000956661 0.00077546 0.000846084 0.0012541 0.00136529 0.00126659 0.000730435 0.00116671 0.00121962 0.00113214 0.00134186 0.000334811 0.0013558 0.00130307 0.000838566 0.000774016 0.00113849 0.00123369
internal_weight=0 590 2531 422 186 404 2109 306 197 225 190 143 160 163 130 863 1246 827 94 112 175 102 73 98 1198 590 97 77 63 92
internal_count=3121 590 2531 422 186 404 2109 306 197 225 190 143 160 163 130 863 1246 827 94 112 175 102 73 98 1198 590 97 77 63 92
is_linear=0
shrinkage=0.00196078


Tree=4172
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 2 2 2 4 12 0 47 1 47 4 2 48 0 3 4 40 43 0 39 1 1
split_gain=43.1405 5.25845 5.0244 2.74948 2.64567 2.24248 1.69538 1.55441 1.34203 1.12452 0.882592 0.822156 0.810257 0.697841 0.676536 0.574225 0.524163 0.510713 0.593492 0.471183 0.470652 0.424847 0.421432 0.327471 0.325856 0.52009 0.325384 0.316083 0.281411 0.277394
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.16363499999999997 0.11177500000000001 0.13501500000000002 0.11389000000000002 -0.0086549999999999978 -0.42850999999999995 -0.14832499999999996 0.091680000000000011 0.122715 0.077555000000000013 -0.064054999999999987 0.15950500000000004 0.11926500000000002 -0.11437499999999999 0.090900000000000009 -0.008819999999999998 -0.086109999999999978 -0.085594999999999991 -0.081204999999999986 0.087880000000000014 0.11669000000000002 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 7 14 24 -5 -9 12 17 26 -7 -4 -10 23 18 -1 -15 28 -16 -20 -2 -3 -26 -8 -27 -11 -6
right_child=1 5 6 8 29 13 10 9 15 20 -12 -13 -14 19 21 -17 -18 -19 22 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0013667684606307946 0.0013427404215124979 0.00035088617067387262 0.0015946380824483687 0.0012824786983661302 0.00076105245100516899 0.00051342456053723312 0.0014002861565954627 0.0010757990560249476 0.00077722362717141111 0.00072421647201597727 0.00095256999021391987 0.00086730392799179825 0.0011682856653154557 0.00029980238767064255 0.0011474659730460136 0.0010751126792369048 0.00092873002444674151 0.0014896757249951149 0.0012023142842448949 -7.1711600762483236e-05 0.00087388360747065158 0.0013637147805822033 0.00091664511204709827 0.0010942241172904803 0.00083403329231316443 0.00069377606084533767 0.0012827035911501202 0.00044041981974681264 0.00048550482419805946 0.00050460202558562654
leaf_weight=69 47 37 48 31 50 35 112 39 126 37 36 22 232 35 36 31 29 33 84 21 36 1174 26 36 22 25 471 78 39 24
leaf_count=69 47 37 48 31 50 35 112 39 126 37 36 22 232 35 36 31 29 33 84 21 36 1174 26 36 22 25 471 78 39 24
internal_value=0 0.000692762 0.00128153 0.00108623 0.000965576 0.000567159 0.00132061 0.000645928 0.000909657 0.000789051 0.00125302 0.00122809 0.00126629 0.000296231 0.00136634 0.000836042 0.00115566 0.00126554 0.00122421 0.000160485 0.000689201 0.00135728 0.00113479 0.00123495 0.000512523 0.000560367 0.00130529 0.000501914 0.00060172 0.000677879
internal_weight=0 590 2531 422 186 404 2109 313 188 151 851 234 815 91 1258 157 112 212 179 56 112 1210 110 83 162 125 583 103 76 74
internal_count=3121 590 2531 422 186 404 2109 313 188 151 851 234 815 91 1258 157 112 212 179 56 112 1210 110 83 162 125 583 103 76 74
is_linear=0
shrinkage=0.00196078


Tree=4173
num_leaves=31
num_cat=0
split_feature=1 12 52 1 15 4 15 3 0 1 457 2 9 15 2 16 15 39 12 1443 1454 481 42 1210 42 42 394 3 43 3
split_gain=1.28305 0.219832 0.182166 0.181222 0.172045 0.157873 0.257492 0.210996 0.21746 0.157297 0.11936 0.162659 0.234392 0.167201 0.0883584 0.0876366 0.0863037 0.0955548 0.0860827 0.112181 0.104318 0.100705 0.101248 0.124258 0.285968 0.103148 0.0918193 0.0948704 0.112916 0.0852421
threshold=0.11146500000000002 0.051320000000000005 -0.26636999999999994 0.14860500000000001 0.035560000000000008 -0.17966999999999997 -0.03241999999999999 0.11296500000000002 -0.071924999999999989 0.095950000000000021 0.094310000000000019 0.11448000000000001 -1.0000000180025095e-35 -0.059484999999999989 0.11018500000000002 -0.11118499999999999 -0.033689999999999991 0.096625000000000016 0.090285000000000018 1.0000000180025095e-35 0.094595000000000012 -0.078354999999999994 -0.069529999999999995 -0.062539999999999984 0.11603500000000001 -0.054814999999999996 -1.0000000180025095e-35 -0.082484999999999989 -0.14386499999999997 -0.074939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 -1 9 8 -8 -7 11 12 -4 -14 -11 -5 17 -13 -3 20 21 -20 26 24 -24 -25 -23 28 -28 -29
right_child=2 18 3 15 -6 6 7 -9 -10 14 -12 16 13 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 27 29 -30 -31
leaf_value=0.013237290463358579 0.012002965603320998 0.01257298129948748 0.003361638452636781 0.0038491666603476917 0.015222144925168582 0.011987745315213141 0.011100856821738288 -0.0057444333541207017 -0.00090097364468070184 0.0056923775979335987 -0.00017598754277935736 0.0067853450119340179 0.0096268818794011043 0.019054795423774827 0.011454891870057004 -0.003705585701391101 -0.00087727793370899953 0.0013889152362632255 0.016954344684970292 0.0038857714645564555 0.0046451105672696774 0.019428640316155824 0.00028171233240176333 0.0060287537863284038 0.014460725326091051 0.011539503394643708 0.014815530522416034 0.019436738875810988 0.0088229868373629165 0.011881491104473493
leaf_weight=72 47 1147 49 34 49 136 36 20 26 102 27 150 87 24 36 28 23 42 34 20 22 22 33 36 25 601 51 32 82 28
leaf_count=72 47 1147 49 34 49 136 36 20 26 102 27 150 87 24 36 28 23 42 34 20 22 22 33 36 25 601 51 32 82 28
internal_value=0 0.01155 0.00607052 0.0054696 0.00960926 0.00896667 0.00810295 0.00318679 0.00606783 0.0095742 0.00624572 0.00670809 0.00912234 0.0116653 0.00719564 0.000437343 0.00491144 0.00560488 0.011984 0.0112988 0.0114523 0.0116109 0.0114113 0.0108246 0.00639336 0.0112281 0.0133077 0.01261 0.0111209 0.015911
internal_weight=0 2610 511 464 477 428 356 82 62 274 402 375 160 111 138 62 215 192 2133 986 966 944 910 695 58 637 215 193 133 60
internal_count=3121 2610 511 464 477 428 356 82 62 274 402 375 160 111 138 62 215 192 2133 986 966 944 910 695 58 637 215 193 133 60
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 4 1 16 0 15 49 1 1 4 1 0 4 16 1 1 47 15 49 0 160
split_gain=68.8304 10.289 5.65473 4.7732 4.48203 3.38669 2.33621 1.98669 1.79615 1.63508 2.04688 1.59997 1.36667 0.998775 1.0615 0.931316 0.822701 0.742644 0.690663 0.62501 0.566351 0.617278 0.551483 0.540702 0.536867 0.518375 0.498517 0.497499 0.442036 0.441758
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.14122000000000004 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 -0.52595999999999987 -0.10096999999999999 -0.11033999999999998 -0.054984999999999992 0.13436000000000001 0.16175000000000003 -0.013125 0.13075500000000004 -0.079119999999999982 -0.016959999999999999 -0.44310499999999992 0.12000500000000001 0.076935000000000017 0.090280000000000013 0.079055000000000014 -0.008624999999999999 -0.019414999999999998 -0.081069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 23 12 13 -8 -11 -4 -7 14 -1 -2 -12 -6 24 -5 -15 29 -20 -3 28 -17 -16 -24 -14 -22
right_child=1 4 11 19 17 7 9 -9 -10 10 16 -13 18 20 26 25 -18 -19 22 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015271836241074397 0.00087065856144759551 0.00057691533288924525 0.0012638269959075639 0.00075116935362613271 0.00023953631882959558 0.00081704386225601533 0.0011489438421391192 0.00086072952130703418 0.001755571549429613 0.0012556432392082963 0.00064306126842783497 0.00073603676452912764 0.0013778406040009386 0.0014710003682479249 0.0011123413610040591 0.0014348456151204144 0.00023954185979264836 -0.00016996057149297605 0.0014743749709690318 0.00037677290984825077 0.0011969658130199562 0.001054854505981495 0.00091755361579285528 0.00025943871673287305 0.0015122132663787087 0.0011779478645903502 0.0014369368070430055 0.001242673532274178 0.0011428640576769569 0.0014273469565509683
leaf_weight=49 23 30 34 60 90 21 30 41 70 20 166 63 162 1174 87 58 22 21 36 24 36 21 20 66 95 63 23 190 38 288
leaf_count=49 23 30 34 60 90 21 30 41 70 20 166 63 162 1174 87 58 22 21 36 24 36 21 20 66 95 63 23 190 38 288
internal_value=0 0.000676952 0.00138498 0.00101566 0.000503413 0.00140413 0.000616855 0.00127742 0.00144784 0.000721005 0.000659283 0.000921035 0.00130782 0.001435 0.00128714 0.00123234 0.000595841 0.000162064 0.00132687 0.000644199 0.00145048 0.00138063 0.00125015 0.00035865 0.00139084 0.00130109 0.00118021 0.00121171 0.0013332 0.00140175
internal_weight=0 673 2448 228 445 2351 334 603 1748 238 208 97 562 1678 159 144 188 111 541 84 1519 345 246 96 295 121 110 210 200 324
internal_count=3121 673 2448 228 445 2351 334 603 1748 238 208 97 562 1678 159 144 188 111 541 84 1519 345 246 96 295 121 110 210 200 324
is_linear=0
shrinkage=0.00196078


Tree=4175
num_leaves=31
num_cat=0
split_feature=1 12 3 39 15 4 15 3 2 1 2 156 0 0 15 0 4 0 42 16 15 12 2 47 12 0 12 160 3 4
split_gain=1.30622 0.222429 0.186291 0.175319 0.155745 0.153365 0.213567 0.18354 0.222278 0.153389 0.135747 0.158276 0.12085 0.108488 0.101861 0.191703 0.095881 0.0970668 0.0954188 0.0932259 0.0903283 0.0901086 0.10451 0.0808954 0.0790458 0.0734384 0.100465 0.0649805 0.0630368 0.0618716
threshold=0.11146500000000002 0.051320000000000005 0.31299000000000005 0.088025000000000006 0.050935000000000008 -0.17966999999999997 -0.03241999999999999 0.11296500000000002 0.09358000000000001 0.094090000000000021 1.0000000180025095e-35 0.10339000000000002 -0.084804999999999978 -0.067094999999999988 -0.0088349999999999974 -0.060129999999999996 0.40124500000000002 -0.14920999999999998 0.11934000000000002 -0.079734999999999986 -0.042209999999999991 -0.42850999999999995 0.15950500000000004 0.077555000000000013 0.086095000000000019 -0.14454499999999995 -0.093619999999999995 -0.0080249999999999991 -0.086224999999999982 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 27 9 8 12 23 20 14 -8 25 15 -12 17 24 29 -20 28 -4 -23 -7 -3 26 -11 -1 -2 -19
right_child=2 16 21 -5 -6 6 7 -9 -10 13 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016576714273542164 0.0048866229131817821 0.019398472222289253 0.0065483107409604335 0.0041881721285947906 0.015202314051431279 0.010680900671410356 0.015455952777781272 -0.0047701070911716674 -0.0024840716784819963 0.0007147443015128375 0.0087293655707094912 0.014299191094786777 0.004850327329976218 0.0017670242950834079 -0.0010765267536044121 -0.0020346733231452249 0.0052828461408022456 0.012197742410795423 0.012506031898177556 0.0059898774932931973 0.01726633136160672 0.0026973381505178457 -0.0054578135890716861 0.016983243704845125 0.011997469076973008 0.012155249032179993 0.0088051277115785819 0.010619719053043965 0.011284034036155513 0.010670047373241688
leaf_weight=30 20 31 34 150 43 94 22 20 20 20 78 22 21 29 22 21 22 1646 37 54 20 55 22 26 27 39 66 47 67 316
leaf_count=30 20 31 34 150 43 94 22 20 20 20 78 22 21 29 22 21 22 1646 37 54 20 55 22 26 27 39 66 47 67 316
internal_value=0 0.0114138 0.00588513 0.00689094 0.0094617 0.00889293 0.0080199 0.00357595 0.0062255 0.00936606 0.0085126 0.00649693 0.0102765 0.00727748 0.00507834 0.00644608 0.0118504 0.0119188 0.0118049 0.0086393 0.0112064 0.00226058 0.000367295 0.0120464 0.0159532 0.0085559 0.00692364 0.0129406 0.00981336 0.0119517
internal_weight=0 2610 511 400 477 434 357 83 63 274 250 143 43 154 121 99 2133 2111 2053 91 107 111 77 120 58 125 86 77 87 1962
internal_count=3121 2610 511 400 477 434 357 83 63 274 250 143 43 154 121 99 2133 2111 2053 91 107 111 77 120 58 125 86 77 87 1962
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 4 150 0 15 1 12 4 11 47 2 15 0 13 49 15 10 4 3
split_gain=94.8755 14.8084 8.68861 7.61965 5.45197 5.21958 3.13438 2.99964 2.37852 2.37753 2.1457 1.72747 1.54024 1.39155 1.21262 1.4407 1.02922 0.963023 0.951892 0.682762 0.642846 0.593368 0.444124 0.41518 0.384523 0.36453 0.345019 0.390589 0.33856 0.389868
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.14838000000000004 0.40945500000000007 1.0000000180025095e-35 -0.10096999999999999 -0.12255999999999999 0.085345000000000018 0.09141500000000001 -0.52556499999999995 1.0000000180025095e-35 0.090100000000000013 -1.0000000180025095e-35 -0.097454999999999986 -0.060129999999999996 -0.0062949999999999994 -0.053364999999999996 -0.40580499999999992 -0.39453499999999991 0.022185000000000003 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 14 11 -5 -6 13 12 -4 19 15 -1 -17 18 -16 28 -3 -20 -18 -19 -14 -10 -13 -28 29 -7
right_child=1 2 7 8 9 10 -8 -9 25 -11 -12 26 24 -15 17 16 22 23 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016727140207435662 0.001449444354222447 0.00050591277880370411 0.00059542431421009793 0.0013131816399894922 0.0012938631754558871 0.0011197505590251034 0.0018920870196031958 0.00076714647493597121 0.00080741343519198162 0.00063550282415806073 0.0008420186474498865 9.6878952076143973e-05 9.9945594880549042e-05 0.00088915992997774557 0.0019470654838448034 0.0013950354525104306 0.0012799783689998096 0.0014455399026370706 0.0012536695957476016 0.0015581340426538124 0.00080228242768606687 0.0015331816856991754 0.00094101709564999925 0.0012293536626651416 0.00036893241160218494 0.00050816746268665723 3.6585262566539267e-05 -0.00030988384439012363 0.0012358993238253558 0.0013902794574808747
leaf_weight=38 71 191 45 34 71 23 76 37 34 30 41 33 84 28 21 78 23 444 30 49 33 1095 42 37 27 29 22 29 139 187
leaf_count=38 71 191 45 34 71 23 76 37 34 30 41 33 84 28 21 78 23 444 30 49 33 1095 42 37 27 29 22 29 139 187
internal_value=0 0.000602518 0.000502632 0.00143379 0.000720105 0.00145601 0.001502 0.000247474 0.000895228 0.00109831 0.00127044 0.000167358 0.000289428 0.00131167 0.00148561 0.00133336 0.00124318 0.00150254 0.00153345 0.00134139 0.000549574 0.00152573 0.00106096 0.00142891 0.000165375 0.000669665 -5.93423e-05 -0.000160427 0.00131096 0.00136065
internal_weight=0 673 602 2448 325 2351 1884 277 97 101 467 240 156 426 1808 181 143 1627 1146 398 224 1125 65 481 111 63 84 51 349 210
internal_count=3121 673 602 2448 325 2351 1884 277 97 101 467 240 156 426 1808 181 143 1627 1146 398 224 1125 65 481 111 63 84 51 349 210
is_linear=0
shrinkage=0.00196078


Tree=4177
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 2 1 2 4 0 49 3 1 52 15 1 15 47 14 15 1 12 10 133 3
split_gain=55.4042 9.1145 5.55205 4.26087 3.09861 2.48745 1.87438 1.86327 1.71789 1.38334 1.30831 1.16964 0.989659 1.1222 0.89757 1.03153 0.683757 0.458753 0.448341 0.37678 0.372667 0.368593 0.355526 0.358313 0.31993 0.498498 0.373531 0.290484 0.289647 0.376745
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.092365000000000017 0.092845000000000025 0.14838000000000004 0.27834500000000006 -0.10096999999999999 0.0065400000000000015 0.090900000000000009 0.090540000000000023 -0.56176499999999996 0.040760000000000005 0.085760000000000017 -0.41942499999999994 0.090100000000000013 -0.23083499999999998 -0.17952999999999997 0.089770000000000016 0.096990000000000007 -0.38124499999999995 0.082925000000000013 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 8 12 10 -6 14 -5 13 -4 15 16 20 -16 -12 24 -1 -14 23 -3 -20 26 28 -23 29 -26
right_child=1 2 7 11 9 -7 -8 -9 -10 -11 18 -13 21 -15 17 -17 -18 -19 19 -21 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013400382690214236 0.0013410687800285372 0.00081951893551747705 0.00072328039079313079 0.0011950332274592358 0.0012152924675693825 0.00090450422733328218 0.000785953688324029 0.00082508187304745917 0.0016362147452701039 0.00072189955966244347 0.0014881366987233447 0.00074886089492150968 0.0003506077618434186 0.00034545955122717957 0.0014127633892606749 0.0015475870698106057 0.00086640603623921748 0.0013149157168482249 0.0014656496132971345 0.001339956000251966 0.0010562181399064359 0.00023506447659604545 0.00085248775554425788 0.00059592439720880161 0.0010031580982815011 0.00099171415121868394 0.0011637327264417581 -5.5725809238219755e-05 0.0013592744173699339 0.0012757018042747969
leaf_weight=46 76 33 41 37 74 48 22 37 84 31 37 58 31 115 1160 30 27 219 22 187 29 25 33 167 24 33 145 28 118 104
leaf_count=46 76 33 41 37 74 48 22 37 84 31 37 58 31 115 1160 30 27 219 22 187 29 25 33 167 24 33 145 28 118 104
internal_value=0 0.000700467 0.000621303 0.00132969 0.000789959 0.00134625 0.00135553 0.000415507 0.00136106 0.00106962 0.00135046 0.000922633 0.000352364 0.000444759 0.00138244 0.00122797 0.00113397 0.00139722 0.00127834 0.00126608 0.00123029 0.000180775 0.00066393 0.000632817 0.0012351 0.00122314 0.00124267 8.14394e-05 0.0012892 0.0012246
internal_weight=0 691 615 2430 338 2335 2287 277 2265 105 2181 95 240 156 1511 132 102 1379 670 633 75 84 233 200 446 424 391 53 246 128
internal_count=3121 691 615 2430 338 2335 2287 277 2265 105 2181 95 240 156 1511 132 102 1379 670 633 75 84 233 200 446 424 391 53 246 128
is_linear=0
shrinkage=0.00196078


Tree=4178
num_leaves=31
num_cat=0
split_feature=1 1 39 12 2 47 1 4 3 14 2 2 4 0 1 12 47 0 12 157 4 3 150 1 2 43 2 47 4 16
split_gain=29.3443 3.51325 3.32693 2.00789 1.86829 1.29169 1.09754 1.0104 0.945418 0.88053 0.607517 0.551815 0.754116 0.526803 0.639945 0.520465 0.481832 0.464015 0.510623 0.441914 0.428076 0.456899 0.416506 0.413333 0.398344 0.367992 0.580209 0.337901 0.31312 0.300657
threshold=0.10752500000000002 0.12408500000000001 0.056590000000000008 0.085055000000000006 0.10188000000000001 0.12958500000000003 0.09253500000000002 0.23246000000000003 0.11658 0.076175000000000007 0.13501500000000002 0.14285500000000004 0.27834500000000006 -0.10096999999999999 0.085345000000000018 0.091475000000000015 0.078875000000000015 -0.15202999999999997 0.084100000000000022 -0.07686999999999998 -0.52556499999999995 -0.14989499999999997 0.081835000000000019 0.14089500000000002 0.094835000000000017 -0.08076499999999999 0.11177500000000001 0.10350500000000001 -0.0073899999999999999 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 11 24 27 10 13 22 12 -3 14 17 20 -16 -1 -19 -17 -15 -22 28 -7 -4 -2 -27 -5 -6 -21
right_child=1 5 6 7 8 23 -8 -9 -10 -11 -12 -13 -14 15 16 19 -18 18 -20 29 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012998937123935986 0.00040347119066478276 0.00062379660233481519 0.0011345191840447632 0.0011427981763457258 0.0010522401043943392 0.00084291007308885939 0.00059567372406807656 0.00063680541349306796 0.00063321798255569061 0.001271154241570114 0.00071783726042897605 0.00021495244487229983 0.00031419820067651644 0.0013611308880982396 0.0007221366887649605 0.00077232788590823897 0.0010619830991199456 0.00071699204398136516 0.0010740077675243621 0.0010501441772322398 0.00079719165075278168 0.0010961874458971482 0.00073766253803121652 0.00047100509160800892 0.00081919536845587832 0.00085583152784698318 0.00054346008759570907 0.00088630504138269511 0.0009307719659824912 0.00088194576175254415
leaf_weight=24 44 43 24 40 190 27 84 41 38 81 37 97 102 23 53 26 23 20 67 444 20 1121 25 20 43 29 108 39 143 45
leaf_count=24 44 43 24 40 190 27 84 41 38 81 37 97 102 23 53 26 23 20 67 444 20 1121 25 20 43 29 108 39 143 45
internal_value=0 0.000541615 0.0010272 0.000689875 0.00104511 0.000387199 0.00074497 0.000886557 0.000928614 0.00107102 0.000957032 0.000329429 0.00040601 0.00106233 0.000963608 0.00107332 0.000824985 0.00105852 0.000991935 0.00102142 0.00109629 0.00109095 0.000981753 0.000684653 0.000932147 0.000559478 0.000609583 0.00101617 0.00100008 0.00103467
internal_weight=0 590 2531 301 2380 289 151 120 433 1947 395 242 145 1866 187 1679 76 111 87 515 1164 1141 358 47 67 181 137 79 333 489
internal_count=3121 590 2531 301 2380 289 151 120 433 1947 395 242 145 1866 187 1679 76 111 87 515 1164 1141 358 47 67 181 137 79 333 489
is_linear=0
shrinkage=0.00196078


Tree=4179
num_leaves=31
num_cat=0
split_feature=1 12 4 150 44 4 474 1 2 2 4 401 13 133 0 49 16 4 48 1 0 1428 157 50 42 2 12 402 12 0
split_gain=1.82268 0.312097 0.241714 0.175435 0.17355 0.2181 0.200341 0.26345 0.160561 0.117446 0.115377 0.106881 0.105386 0.126191 0.114498 0.101414 0.104953 0.179907 0.134201 0.0988949 0.0919875 0.1294 0.109111 0.106775 0.187277 0.147441 0.29868 0.0926684 0.105581 0.0878684
threshold=0.11146500000000002 0.051320000000000005 0.27287000000000006 0.084680000000000019 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.25063000000000007 0.14285500000000004 0.053180000000000012 0.085900000000000018 0.10820000000000002 0.09389500000000002 -0.036484999999999997 -0.084294999999999995 -0.090344999999999995 0.27834500000000006 0.085790000000000019 0.12000500000000001 -0.076899999999999982 0.08653000000000001 -0.23976499999999998 0.089465000000000017 0.11720500000000002 0.087015000000000023 0.095175000000000023 0.095010000000000025 0.089735000000000023 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 29 7 -7 11 -2 20 12 13 14 19 -9 17 -17 -18 -4 22 23 -3 25 -25 26 -22 28 -27 -1
right_child=2 10 8 -5 -6 6 -8 15 -10 -11 -12 -13 -14 -15 -16 16 18 -19 -20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.016509877671129429 0.011564403702023215 0.0078663272472719366 0.0096980598541752741 0.0046265594358890277 0.018284921640796321 0.012297198773484012 -0.00017897828524424272 0.011927524581551552 -0.0034607217647135259 0.0042656796769453926 0.01145307154583569 -0.0015311712907119231 -7.2520896706178227e-05 -0.00053114102073860447 0.012197721328120678 0.015963965814028466 -0.0020873566676351814 0.0045338768663350498 0.0068886546691929763 0.0039955905467518663 -0.0016612170851052117 0.018348275716157835 0.014286076501978037 0.01776756574591137 0.008954178822589004 0.005084243251864488 0.014885387346148492 0.01681646627031215 0.012031670561251664 0.0095338068418204802
leaf_weight=65 145 27 48 74 28 179 22 30 24 26 249 22 27 22 40 21 31 40 36 83 24 36 1361 73 36 24 20 36 247 25
leaf_count=65 145 27 48 74 28 179 22 30 24 26 249 22 27 22 40 21 31 40 36 83 24 36 1361 73 36 24 20 36 247 25
internal_value=0 0.012959 0.00642813 0.00869433 0.0106466 0.0101703 0.00906677 0.00967034 0.00434084 0.0104547 0.0134761 0.00511455 0.00577912 0.00659774 0.00751491 0.00669435 0.00546783 0.00846883 0.00273557 0.00608504 0.0137435 0.0125746 0.0141612 0.0121227 0.0148567 0.0112737 0.00585997 0.0120496 0.0114164 0.0145721
internal_weight=0 2610 511 245 477 449 359 337 266 171 2133 242 220 193 171 158 128 61 67 131 1884 496 1388 460 109 351 44 307 271 90
internal_count=3121 2610 511 245 477 449 359 337 266 171 2133 242 220 193 171 158 128 61 67 131 1884 496 1388 460 109 351 44 307 271 90
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=31
num_cat=0
split_feature=1 12 52 1 15 1 2 50 4 51 2 52 12 12 43 0 4 12 11 16 0 51 156 43 2 160 156 49 15 1
split_gain=1.47637 0.252798 0.200719 0.190425 0.15172 0.155652 0.134961 0.121386 0.116606 0.115612 0.114153 0.138192 0.107637 0.175293 0.156948 0.107211 0.106193 0.108268 0.129934 0.129112 0.121299 0.110974 0.114949 0.104209 0.10254 0.103259 0.102231 0.101911 0.0976418 0.0906748
threshold=0.11146500000000002 0.051320000000000005 -0.26636999999999994 0.14860500000000001 0.050935000000000008 0.092390000000000014 0.079055000000000014 0.13767000000000004 -0.17966999999999997 -0.24351499999999995 0.11389000000000002 0.056145000000000007 0.11734000000000001 0.10742000000000002 0.084740000000000024 -0.068944999999999992 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 0.0057500000000000008 -0.13455999999999999 0.10876000000000001 0.14401500000000003 -0.0043399999999999992 0.090545000000000014 0.08325500000000001 0.10339000000000002 0.085805000000000006 -0.03241999999999999 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 6 -1 9 -7 -4 11 24 13 14 26 28 17 18 19 20 -3 22 -20 -21 29 -26 -11 -25 -10 -8
right_child=2 16 3 -5 -6 8 10 -9 15 12 -12 -13 -14 -15 -16 -17 -18 -19 21 23 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.003543677968396382 0.012012526707010383 0.0049693050395165179 0.012425626943940702 -3.9128924629861304e-06 0.015247895785195885 0.014260362771650157 0.019631567305768843 0.013544443529099226 0.0087099300118706358 0.0037863554574912822 0.0046708705089986329 0.01779776551295072 0.010846358678924542 -0.0044836480595404279 0.011482352055609227 0.0021290537383821277 0.0052167854144830605 0.0087668277541524727 0.017558151989470465 0.011056770323236714 0.012622636820821523 0.0088411047045762348 0.0097906814685658275 0.0018215187502881654 0.0057046824052636308 0.013689123861491681 0.010752077979724044 0.011316366684623063 0.0016534104657298682 0.011349817177352424
leaf_weight=22 47 21 23 62 43 21 20 20 133 251 20 40 30 20 35 45 22 88 111 304 1494 24 23 26 46 25 23 20 23 39
leaf_count=22 47 21 23 62 43 21 20 20 133 251 20 40 30 20 35 45 22 88 111 304 1494 24 23 26 46 25 23 20 23 39
internal_value=0 0.0116631 0.00578532 0.00515454 0.00958195 0.00902058 0.0109585 0.00595013 0.00716993 0.00555252 0.0118171 0.0126578 0.00511218 0.00458931 0.00517655 0.00642914 0.0121285 0.0122005 0.0123499 0.0121166 0.0125166 0.0151033 0.0162249 0.0103856 0.0110763 0.00851611 0.00437107 0.00594971 0.00766955 0.0141572
internal_weight=0 2610 511 464 477 434 212 402 222 382 190 170 359 329 309 201 2133 2111 2023 1865 1515 158 134 350 130 71 274 46 156 59
internal_count=3121 2610 511 464 477 434 212 402 222 382 190 170 359 329 309 201 2133 2111 2023 1865 1515 158 134 350 130 71 274 46 156 59
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 1 1 2 2 4 49 4 1 150 2 47 4 2 4 1 11 3 1 0 13 133 4
split_gain=46.8738 7.91762 3.91363 3.20734 2.5198 2.31042 1.61945 1.17628 1.04277 0.86181 1.14546 0.846922 0.816207 0.805596 0.683876 0.67552 0.666251 0.628328 0.59847 0.481905 0.470266 0.429303 0.38127 0.355084 0.337301 0.300616 0.399675 0.278272 0.276726 0.254837
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.098630000000000009 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.25063000000000007 -0.17966999999999997 -0.054984999999999992 0.40124500000000002 0.11690500000000002 1.0000000180025095e-35 -0.0091949999999999983 0.10648500000000001 -0.55119499999999988 0.088850000000000012 0.053180000000000012 0.13075500000000004 0.084680000000000019 0.149315 0.076935000000000017 -0.030209999999999997 -0.081434999999999994 -1.0000000180025095e-35 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 12 6 9 16 -4 19 17 14 -3 -2 24 18 21 -11 -14 -1 -21 25 28 -15 -6 26 27 -7 -5 -9
right_child=1 4 8 22 11 7 -8 29 -10 10 -12 -13 15 23 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016210322954407592 0.00082512557385878385 0.00098871733396758456 0.0011618270836297891 0.00058793621785181726 0.00079083453754291819 0.0014266061029214968 0.0015983561167283939 0.00068922132395171361 0.00073573783276573059 0.00093524988743858473 0.00079232744701073301 3.06013707566485e-05 0.00064979046870542248 0.0011590486639640018 0.00030010523499599651 0.00049965174927076386 0.00091303404152782909 0.0012726630302684848 0.0010143213134770298 0.0013479547338709924 0.0012742981427907036 0.001115029206042297 0.00047052672609924245 0.0013953625021508821 0.00043900126803819083 0.0013575749766217742 0.00099885974089805466 0.0012170099927222026 0.00086426597753668476 0.0009984845777296998
leaf_weight=21 23 24 34 22 20 29 76 20 63 23 23 29 129 87 84 117 30 274 20 941 516 116 24 34 22 81 28 152 38 21
leaf_count=21 23 24 34 22 20 29 76 20 63 23 23 29 129 87 84 117 30 274 20 941 516 116 24 34 22 81 28 152 38 21
internal_value=0 0.000686769 0.00127106 0.000983889 0.000534537 0.00128698 0.001318 0.00116515 0.000885089 0.00130615 0.00121389 0.000332716 0.000642406 0.00116151 0.00040225 0.00061116 0.00119501 0.00124653 0.000698721 0.00132612 0.00132187 0.00121584 0.000679397 0.00122545 0.000606541 0.00125617 0.00121687 0.00125059 0.000762945 0.000847624
internal_weight=0 673 2448 228 445 2351 1874 477 97 1798 320 155 290 144 126 266 436 297 149 1478 1457 406 84 121 42 290 209 181 60 41
internal_count=3121 673 2448 228 445 2351 1874 477 97 1798 320 155 290 144 126 266 436 297 149 1478 1457 406 84 121 42 290 209 181 60 41
is_linear=0
shrinkage=0.00196078


Tree=4182
num_leaves=31
num_cat=0
split_feature=1 12 3 2 43 3 150 43 376 4 401 39 484 12 0 52 1186 147 43 16 2 49 50 50 132 43 12 4 16 0
split_gain=1.41665 0.24337 0.200831 0.159925 0.139791 0.16821 0.170215 0.144928 0.137245 0.119761 0.105584 0.111023 0.101754 0.0983073 0.0917827 0.156189 0.0876797 0.0845728 0.0840811 0.111787 0.0835513 0.079724 0.0825455 0.0932707 0.0982324 0.0913129 0.0874516 0.0777437 0.071347 0.0708726
threshold=0.11146500000000002 0.051320000000000005 -0.049509999999999992 0.31358000000000003 -0.077604999999999993 0.11924500000000002 0.10980500000000001 -0.085594999999999991 0.083785000000000012 -0.036839999999999991 0.085900000000000018 0.089130000000000015 0.085655000000000023 0.099815000000000015 -0.096374999999999975 -0.057699999999999994 0.081240000000000021 0.084575000000000025 0.016310000000000002 -0.16075999999999999 0.13404500000000005 0.12497000000000001 0.12679500000000002 1.0000000180025095e-35 0.084605000000000014 -0.071629999999999985 0.10124000000000001 -0.014149999999999998 -0.11227499999999999 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 10 7 6 17 16 -9 -2 11 12 14 -3 20 -16 27 18 19 -6 -4 22 23 24 26 -25 -15 -1 -28 -11
right_child=2 13 3 -5 5 -7 -8 8 -10 29 -12 -13 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.015871985185031707 0.014371567531007119 0.012166839428947985 0.0060782596293348272 -0.0037630312306725466 0.019133287758148952 0.004397012939294561 0.0029523570217530838 -0.0016604348728112108 0.0071613918743807722 0.009102185818097408 -0.0018218651096421211 0.003056505389512524 0.012735011260687877 0.0053092736623842618 0.0022292748643932018 0.01276700536792095 0.0041101921896915883 0.0060238068302472438 0.0078670853748917576 0.012443187663609731 -0.00036746569598714512 0.0060567162065313035 0.0049663729182529183 0.020561790000647309 0.0047586153549883208 0.011225712286647071 0.0066215833066962659 0.0086078786318573887 0.01268198437652486 0.0043938723144282665
leaf_weight=26 29 1794 61 23 29 39 22 29 45 83 22 124 26 22 22 39 20 21 32 180 30 39 22 20 26 22 22 34 166 52
leaf_count=26 29 1794 61 23 29 39 22 29 45 83 22 124 26 22 22 39 20 21 32 180 30 39 22 20 26 22 22 34 166 52
internal_value=0 0.0114151 0.0056574 0.00429451 0.00937311 0.0105552 0.0114008 0.00689385 0.00370419 0.00854109 0.00486649 0.00535372 0.00695403 0.0118717 0.00596518 0.00896651 0.00984429 0.0121103 0.0126406 0.0133715 0.0039533 0.01031 0.0108629 0.0113295 0.0105568 0.0156715 0.0112747 0.0117557 0.0119728 0.00728861
internal_weight=0 2610 511 347 477 323 284 154 74 164 324 302 178 2133 152 61 80 262 241 209 91 339 300 278 236 42 210 60 188 135
internal_count=3121 2610 511 347 477 323 284 154 74 164 324 302 178 2133 152 61 80 262 241 209 91 339 300 278 236 42 210 60 188 135
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 3 14 2 4 15 12 47 4 3 0 4 49 2 39 3 4 0 1 2 16 16
split_gain=35.8871 4.42403 3.99103 2.31047 2.30548 1.77165 1.45302 1.32132 1.30337 1.0373 0.933114 0.875839 0.849864 0.725167 0.666399 0.62144 0.549181 0.674795 0.504403 0.498792 0.485475 0.462187 0.442754 0.434489 0.420676 0.41709 0.523508 0.410496 0.344493 0.326896
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.16363499999999997 -0.11171999999999999 0.076175000000000007 0.11177500000000001 0.033845000000000007 0.13592500000000005 -0.42850999999999995 0.077555000000000013 -0.046564999999999988 0.092670000000000016 -0.069444999999999993 -0.019614999999999997 -0.012034999999999999 0.09358000000000001 0.093225000000000016 -0.13927999999999999 -0.14098499999999997 -0.10836499999999999 0.075045000000000014 0.15950500000000004 0.23311500000000004 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 20 7 10 22 -5 -1 25 -9 13 23 -7 16 -11 -18 21 -13 -2 -10 -3 28 -25 26 -4 -16 -8 -21
right_child=1 5 6 8 -6 14 12 11 18 15 -12 19 -14 -15 27 -17 17 -19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00074208457799709848 0.00076915609595530165 0.0005526686785686278 0.0011866222565470178 0.0011868358035392206 0.00060002353620060495 0.00047457750005900587 0.0015329303227218927 0.00095817888855125022 0.00099349169295375101 0.0012680174109095895 0.0015066246560060967 0.00089764094966299397 0.00099681757199458591 0.000814607606697367 0.00025971699959966314 0.001408839884999336 0.0011059821487459189 0.00072525857869741529 0.00052281259726980381 0.00062934376777493378 0.0011062210295127049 0.00072835521823474752 0.00034765467731698291 0.00093304476947249739 0.0011640753059610144 0.0012307672323254514 0.00080535711373622512 -8.7047326026343504e-05 0.0012275565888176638 0.00036976452696321142
leaf_weight=26 20 81 45 31 74 35 20 39 35 58 46 20 156 23 35 32 96 22 31 66 92 91 81 32 571 1147 20 21 49 26
leaf_count=26 20 81 45 31 74 35 20 39 35 58 46 20 156 23 35 32 96 22 31 66 92 91 81 32 571 1147 20 21 49 26
internal_value=0 0.000618353 0.00115535 0.000981288 0.000868587 0.000503146 0.00119018 0.000573158 0.000819424 0.00111133 0.00123251 0.000705115 0.00112761 0.00115696 0.000262333 0.00115749 0.00111179 0.001035 0.000746877 0.000616995 0.00104603 0.000802004 0.000450162 0.00116868 0.00115181 0.00122211 0.00106931 0.00012968 0.00131607 0.000555984
internal_weight=0 590 2531 422 186 404 2109 313 188 234 1258 151 851 695 91 208 176 118 157 112 112 126 162 672 603 1212 65 56 69 92
internal_count=3121 590 2531 422 186 404 2109 313 188 234 1258 151 851 695 91 208 176 118 157 112 112 126 162 672 603 1212 65 56 69 92
is_linear=0
shrinkage=0.00196078


Tree=4184
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 2 14 2 1 4 4 0 1 47 150 12 3 4 4 39 0 52 0 1 1 4 157 3 1
split_gain=73.9632 12.0287 6.7491 6.49646 4.25024 3.93175 2.17033 2.05481 1.99985 1.88102 1.80094 1.7388 1.20882 1.52157 1.13173 1.11251 1.02846 0.97277 0.930336 0.615314 0.602642 0.572099 0.511353 0.499355 0.491541 0.478095 0.460507 0.410982 0.407221 0.393594
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.088725000000000012 0.099185000000000009 0.14122000000000004 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.40473500000000007 -0.098289999999999975 0.085345000000000018 0.078875000000000015 1.0000000180025095e-35 0.09141500000000001 0.30112000000000005 -0.52556499999999995 0.053180000000000012 0.087690000000000004 -0.15202999999999997 -0.067494999999999986 -0.07929499999999999 0.15799000000000005 0.089770000000000016 0.0061450000000000003 -0.07686999999999998 -0.080884999999999985 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 7 15 12 10 -4 17 -6 13 21 22 19 18 20 -14 29 -5 -1 -15 -20 -10 -25 27 -18 -12 -7
right_child=1 3 9 8 11 6 -8 -9 24 -11 28 -13 16 14 -16 -17 26 -19 23 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019118675541288305 0.0016059167750246889 0.00080489392434892509 0.0014588847343896913 0.0011256996776727946 0.001456628181811888 0.0015247011478599184 0.0010230470503961452 0.0019707370353372472 0.00035668977190957878 0.00088661227756725678 0.00074143760928920672 0.00089360535339592321 0.0021008969132417167 0.0013184136367609463 0.0016282509658850875 0.0011176059147765655 0.0013390009535506448 0.00048877260748980949 0.0016990298044523599 0.001400277605341151 0.00074659359617894436 0.0015704295980412753 0.00093314874627794489 0.0016266991529494943 -2.7052606312500662e-05 0.0013182268484063398 0.0013633979851811816 0.0016139435281533295 0.00043769335978405537 0.0016863686406159337
leaf_weight=23 74 224 34 38 71 203 41 76 33 63 20 30 21 26 25 28 22 22 983 114 28 105 27 99 21 24 34 419 112 81
leaf_count=23 74 224 34 38 71 203 41 76 33 63 20 30 21 26 25 28 22 22 983 114 28 105 27 99 21 24 34 419 112 81
internal_value=0 0.000860104 0.00159406 0.000767967 0.000955462 0.00161497 0.00145392 0.0016549 0.000545574 0.0010872 0.000628566 0.00128939 0.00164162 0.00150023 0.00128436 0.00149539 0.0016598 0.000845843 0.00169205 0.00152196 0.000964867 0.00163178 0.00112215 0.00168429 0.000207457 0.00156651 0.00158328 0.00160023 0.000483715 0.00157081
internal_weight=0 673 2448 599 325 2351 467 1884 274 97 220 101 1808 206 78 426 1602 88 1127 398 66 128 53 1106 54 123 475 441 132 284
internal_count=3121 673 2448 599 325 2351 467 1884 274 97 220 101 1808 206 78 426 1602 88 1127 398 66 128 53 1106 54 123 475 441 132 284
is_linear=0
shrinkage=0.00196078


Tree=4185
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 14 4 2 3 47 15 47 49 4 4 3 1 52 1 1 0 15 3 0 3 16
split_gain=106.186 12.2661 11.1037 6.49619 6.14921 4.00968 3.70103 3.19839 3.07059 2.32997 2.1374 1.80557 1.65834 1.21001 1.1537 1.14568 1.08473 1.07335 1.03378 1.23798 0.997381 0.967111 0.75516 0.636707 0.632989 0.752176 0.598306 0.662369 0.545518 0.492012
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.17966999999999997 0.076175000000000007 0.033845000000000007 0.11177500000000001 -0.11171999999999999 0.077555000000000013 0.13592500000000005 0.091680000000000011 -0.012034999999999999 -0.019614999999999997 -0.046564999999999988 0.092670000000000016 0.12205500000000001 0.048770000000000008 0.10124500000000002 0.13075500000000004 -0.11173999999999999 -0.095244999999999982 -0.13927999999999999 -0.066089999999999996 -0.10115999999999999 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 16 7 9 20 -5 24 14 -9 -1 18 26 22 -2 -13 -14 -20 -3 -7 -10 -6 25 -4 -8 -28 -12 -19
right_child=1 5 6 8 23 21 10 11 15 -11 28 17 13 -15 -16 -17 -18 29 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00082278441508521144 0.00073082042419735115 0.00033453741361374475 0.0015299603440403159 0.0013992120451828678 0.00054229613400849641 -0.00027200521695090247 0.0015544590302305013 0.00092037204669881195 0.00078263439681466851 0.001920740878033211 0.00081038960000025283 0.00084218781222315396 0.0014985988628146937 0.0016987530697210162 0.00093490026211596306 0.0010338282409365007 0.0012346592646819449 0.00043099943865038039 0.0012750411640511815 0.00075936143298146986 2.4461539432509168e-05 0.00014583651181052611 0.00048054150660260537 0.0001537657439483488 0.0014810146683830454 0.00107075933814414 0.0013956118133737361 0.0012371390801673942 0.0011572161868521826 0.00011254083318670938
leaf_weight=26 20 71 24 28 50 57 69 39 57 46 20 20 58 32 23 31 92 66 96 22 91 34 72 24 1156 32 474 129 136 26
leaf_count=26 20 71 24 28 50 57 69 39 57 46 20 20 58 32 23 31 92 66 96 22 91 34 72 24 1156 32 474 129 136 26
internal_value=0 0.000438225 0.00136194 0.0010716 0.000854894 0.000246393 0.00142003 0.00035172 0.00080019 0.00148759 0.00132017 0.000557022 0.00128966 0.00134802 0.00136672 0.000695361 0.00114469 0.000430498 0.00128425 0.0011789 0.000160359 -0.000115889 0.000614024 0.000416286 0.00147115 0.00126756 0.0013815 0.00136171 0.00111275 0.000341
internal_weight=0 590 2531 422 186 404 2109 313 188 1258 851 151 234 208 695 160 112 112 176 118 162 91 129 74 1212 56 672 603 156 92
internal_count=3121 590 2531 422 186 404 2109 313 188 1258 851 151 234 208 695 160 112 112 176 118 162 91 129 74 1212 56 672 603 156 92
is_linear=0
shrinkage=0.00196078


Tree=4186
num_leaves=31
num_cat=0
split_feature=1 1 16 2 14 2 2 3 10 10 401 123 401 123 0 47 4 49 3 14 4 456 42 3 1429 156 1456 50 1446 13
split_gain=2.06027 0.437708 0.243835 0.190756 0.17793 0.20338 0.159193 0.254416 0.141013 0.169532 0.141542 0.120453 0.112519 0.115492 0.104379 0.222256 0.19431 0.136837 0.101133 0.109741 0.100777 0.0993475 0.0948767 0.29868 0.133545 0.111458 0.0954711 0.101746 0.0895105 0.163769
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 0.095545000000000005 0.076975000000000002 -0.13033999999999998 1.0000000180025095e-35 -0.014944999999999998 -0.0079749999999999977 -0.38124499999999995 0.085900000000000018 0.087755000000000014 0.080710000000000018 0.084025000000000016 -0.11173999999999999 0.078875000000000015 0.0033150000000000007 -0.006494999999999999 0.149315 -1.0000000180025095e-35 0.0052350000000000009 0.090345000000000009 0.084835000000000008 -0.10115999999999999 0.084485000000000018 0.085320000000000021 0.056265000000000009 0.10377500000000002 0.088645000000000015 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 7 -2 9 -3 11 18 13 -5 15 16 17 -7 19 -10 22 -8 24 -24 26 -26 -16 -28 -25 -30
right_child=1 8 -4 12 -6 14 21 -9 10 -11 -12 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 23 28 25 -27 27 -29 29 -31
leaf_value=0.0043021246716803451 0.013199776760864139 0.0050604049582034351 0.0152788632709886 0.012743528256287995 0.018963794541728855 0.0090014607870891206 0.0074790351184237814 0.0025611552526243033 0.016743414932861925 -0.0053473771341016581 -0.0022208588264350381 0.0030026782646642202 0.0071479361017488634 0.0066505456364459609 0.014508483921168262 0.020438319107606299 0.013804224896771106 -0.0016079611238092187 0.0047914009865572945 0.0082571154209347252 0.011358015305876476 8.7072518654167665e-05 0.001523514986038208 0.013541277185631376 0.015747731874804372 0.025304312809653909 0.015462949257070089 0.024315974996646957 0.02446618157184937 0.013899235029450872
leaf_weight=22 114 34 62 543 71 31 200 28 20 29 21 70 44 33 667 21 46 20 56 64 116 20 20 599 26 23 34 21 22 44
leaf_count=22 114 34 62 543 71 31 200 28 20 29 21 70 44 33 667 21 46 20 56 64 116 20 20 599 26 23 34 21 22 44
internal_value=0 0.00742827 0.00948426 0.013533 0.0140584 0.013855 0.00849181 0.011102 0.00446317 0.000269521 0.00560689 0.00638966 0.0120221 0.0123945 0.0139794 0.0111109 0.00909155 0.0048409 0.00808316 0.0102777 0.0141947 0.00680704 0.0144207 0.0135643 0.0151815 0.0202335 0.0148387 0.0188432 0.0139264 0.0174216
internal_weight=0 718 424 2403 1783 1712 362 142 294 63 231 210 620 576 1690 118 97 51 140 84 1572 220 1456 685 771 49 722 55 665 66
internal_count=3121 718 424 2403 1783 1712 362 142 294 63 231 210 620 576 1690 118 97 51 140 84 1572 220 1456 685 771 49 722 55 665 66
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=31
num_cat=0
split_feature=1 52 2 4 52 2 11 15 157 14 16 131 2 3 1 2 43 4 2 1 2 3 43 156 39 0 42 50 42 12
split_gain=1.66953 0.370394 0.234219 0.167743 0.160359 0.160276 0.132091 0.13083 0.145842 0.13496 0.180521 0.121752 0.207825 0.111316 0.125567 0.136219 0.126728 0.111542 0.106935 0.105638 0.215987 0.104461 0.103264 0.0887889 0.081034 0.0932253 0.191897 0.134509 0.0851126 0.0797989
threshold=0.10312500000000001 -0.40967499999999996 0.14285500000000004 0.40124500000000002 0.12492500000000002 0.092365000000000017 1.0000000180025095e-35 -0.24436499999999997 -0.07797999999999998 -0.46166999999999997 -0.40995499999999996 0.090030000000000013 0.31358000000000003 0.31370500000000007 0.10871500000000002 0.11237500000000002 -0.03898999999999999 0.36766000000000004 0.14122000000000004 0.080270000000000022 0.089885000000000007 -0.10519499999999998 -0.15879999999999997 0.090500000000000011 0.085425000000000015 -0.071719999999999992 0.11275500000000001 0.089915000000000009 0.096235000000000015 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 19 9 -9 -3 -11 12 -4 14 -10 16 -16 -17 -7 23 21 -21 -8 29 25 26 28 -27 -23 -1
right_child=1 2 11 -5 -6 18 22 8 13 10 -12 -13 -14 -15 15 17 -18 -19 -20 20 -22 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.013216659269671386 0.012736693101986829 0.0084674675788153856 0.0031224387563226455 0.0035020340128209104 0.010902225276137271 0.011370908093180372 0.011553755317531202 -0.0008826921461150051 0.0052867502821518668 0.0038812369316777529 -0.0062944885110482575 0.0088767334374345152 -0.0072779895476996898 0.0011733904798430477 0.0098073570784834932 0.010061561646649526 0.017452022909585918 0.0018232572905684788 0.0061228132329699467 0.0051677454008974815 0.0013123439438641072 0.012125533268247847 0.019703024683015734 0.0087553218716666815 0.0064198155355963699 0.021048205975314666 0.0036671114995932351 0.011142813614927806 0.017853402828664652 0.016983678191900255
leaf_weight=896 90 42 83 22 82 732 23 20 77 84 22 22 25 22 57 42 35 27 41 22 20 353 48 42 23 29 26 26 28 60
leaf_count=896 90 42 83 22 82 732 23 20 77 84 22 22 25 22 57 42 35 27 41 22 20 353 48 42 23 29 26 26 28 60
internal_value=0 0.00672994 0.00588524 0.0121937 0.00685109 0.0122744 0.0128469 0.00607494 0.00734605 0.00367013 0.00176929 0.00209616 0.000714932 0.00797903 0.00860812 0.0101966 0.0127157 0.00683788 0.0110925 0.0126506 0.0115052 0.0119073 0.0170631 0.0132554 0.012213 0.0125014 0.0119792 0.0163657 0.0125465 0.0134531
internal_weight=0 730 640 2391 510 2369 1596 428 280 148 106 130 108 260 238 161 92 69 773 1525 527 507 71 998 485 462 407 55 381 956
internal_count=3121 730 640 2391 510 2369 1596 428 280 148 106 130 108 260 238 161 92 69 773 1525 527 507 71 998 485 462 407 55 381 956
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=31
num_cat=0
split_feature=1 12 3 39 15 151 4 0 2 39 46 3 1 156 0 15 0 12 4 12 480 4 0 15 481 150 1210 12 3 49
split_gain=1.37614 0.236224 0.195653 0.18866 0.152114 0.1508 0.156739 0.198668 0.132429 0.124441 0.121111 0.200814 0.126479 0.116045 0.115007 0.100685 0.158136 0.0994517 0.108438 0.0960771 0.10128 0.110916 0.1701 0.133437 0.122898 0.0955776 0.0818279 0.162673 0.178885 0.0791179
threshold=0.11146500000000002 0.051320000000000005 0.31299000000000005 0.088025000000000006 0.050935000000000008 0.079100000000000018 -0.17966999999999997 -0.071924999999999989 1.0000000180025095e-35 0.088025000000000006 0.084955000000000017 0.095270000000000007 0.096475000000000019 0.10339000000000002 -0.14454499999999995 -0.0088349999999999974 -0.060129999999999996 -0.42850999999999995 0.42051500000000003 0.090285000000000018 -0.03031 0.033845000000000007 -0.097024999999999986 0.13592500000000005 0.11290000000000001 0.089910000000000018 -0.062539999999999984 0.092355000000000007 -0.082284999999999983 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 6 -1 10 -2 -9 11 12 -8 15 -14 16 -10 -4 -19 29 -21 22 -22 24 26 -13 27 -24 -29 -3
right_child=2 19 17 -5 -6 -7 7 9 13 -11 -12 25 14 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012805456163776988 0.010452260377503514 0.011456550802207695 0.0058685814304386867 0.0033056051532427476 0.014414838129697844 0.00063983842916786682 0.011692704503099095 -0.00034820630301743058 0.0080195847445000447 0.0081282729724550563 0.01647438954561949 -0.0013916594406160026 0.0022814386202405917 0.012481434266506271 0.010935880893209418 -0.0015332223720509897 -0.0017567426609318882 0.0020544832809736915 -0.0058808420069768686 0.0036089917334417502 0.017749968978475677 0.0083349360758034948 0.00089030811055140064 0.0029458165833992616 0.0032989216316491364 0.0071030291935635943 0.011610926352984734 0.018274437574048837 0.0063208702501029741 0.01369529984818732
leaf_weight=74 107 958 34 150 43 25 128 43 78 29 20 26 34 22 28 22 21 51 26 21 37 173 22 21 20 27 640 21 31 189
leaf_count=74 107 958 34 150 43 25 128 43 78 29 20 26 34 22 28 22 21 51 26 21 37 173 22 21 20 27 640 21 31 189
internal_value=0 0.0107533 0.00507855 0.00610932 0.00874153 0.00817943 0.00864029 0.00772022 0.00779155 0.00306593 0.0089944 0.00837876 0.00989705 0.00580068 0.0061899 0.00458599 0.00594582 0.00136404 -0.000624977 0.0112032 0.0104793 0.0106288 0.0111299 0.0108055 0.0110303 0.00293582 0.0112469 0.00809861 0.0111483 0.0118254
internal_weight=0 2610 511 400 477 434 409 335 250 72 263 243 190 143 62 121 99 111 77 2133 986 965 792 755 734 53 714 74 52 1147
internal_count=3121 2610 511 400 477 434 409 335 250 72 263 243 190 143 62 121 99 111 77 2133 986 965 792 755 734 53 714 74 52 1147
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 4 4 2 1 14 12 47 47 4 3 11 4 4 0 15 1 49 39 43 2 160
split_gain=60.9085 7.32488 7.18437 4.6201 3.53974 2.31138 2.24911 2.13853 1.95181 1.70117 1.42245 1.06273 1.02198 1.01513 0.935534 0.758564 0.737351 0.695007 0.768443 0.641734 0.631704 0.598667 0.56337 0.749164 0.519173 0.53887 0.498523 0.477588 1.00468 0.454943
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.09141500000000001 0.27287000000000006 0.14285500000000004 0.40124500000000002 -0.16363499999999997 0.033845000000000007 0.10855000000000002 0.16175000000000003 0.076175000000000007 0.13597000000000004 0.091680000000000011 0.077555000000000013 -0.064054999999999987 0.090900000000000009 0.080455000000000013 -0.15464999999999998 -0.0070899999999999991 -0.11437499999999999 -0.095244999999999982 0.10124500000000002 -0.061079999999999988 0.087690000000000004 -0.04890499999999999 0.11177500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 11 13 7 26 21 -6 14 16 29 22 19 24 17 -1 -19 20 -7 -5 23 -4 25 -11 -3 -2 -29 -8
right_child=1 6 5 8 9 10 12 -9 -10 15 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015167570159086454 0.00062804823038852453 0.0010492612184522458 0.001550986586498613 0.0015397162934906545 0.0014142785275532881 0.0011425306295313421 0.00060874968877201729 0.00036611626569066894 0.00079827340190035008 0.0011578164141740623 0.0012302838664447122 0.0010297212954743396 -1.625238966845049e-06 0.0018150206417073985 0.0010902884604561723 0.0011864217963119159 0.0016823027885573751 0.0013556065048147769 0.00096636566573678098 0.0016351569696788873 0.0014440589689545824 0.0012216204547674308 0.0015262000980502757 0.0010207306234823431 0.00073326303685601992 0.00076646531720530079 0.00071602789919917318 0.0012038362190897665 0.00073194521751445427 0.00036227479107667974
leaf_weight=65 77 45 21 46 31 28 39 42 29 31 160 33 25 46 29 31 32 78 26 65 581 45 1159 20 71 24 28 22 82 110
leaf_count=65 77 45 21 46 31 28 39 42 29 31 160 33 25 46 29 31 32 78 26 65 581 45 1159 20 71 24 28 22 82 110
internal_value=0 0.000728825 0.00142841 0.000942902 0.00119488 0.00147514 0.000505859 0.00071863 0.00124125 0.000994526 0.00139715 0.00135584 0.000365235 0.00152917 0.00143512 0.000911645 0.00140938 0.0013577 0.0012583 0.00144996 0.0014302 0.00138242 0.00151821 0.00129233 0.000844041 0.000987045 0.000921446 0.000745103 0.000831768 0.000426788
internal_weight=0 590 2531 301 422 2109 289 115 120 188 863 234 174 1246 703 157 201 169 104 674 609 91 1200 41 126 55 73 181 104 149
internal_count=3121 590 2531 301 422 2109 289 115 120 188 863 234 174 1246 703 157 201 169 104 674 609 91 1200 41 126 55 73 181 104 149
is_linear=0
shrinkage=0.00196078


Tree=4190
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 47 42 1 13 160 1 12 457 1 0 16 4 1420 1429 133 51 1 1 15 2
split_gain=54.4677 8.97641 5.43085 4.40268 3.67381 2.93136 2.01356 1.93386 1.89343 1.5462 1.34511 1.06914 0.754766 0.622305 0.603348 0.521695 0.502159 0.41938 0.408604 0.52408 0.375403 0.369333 0.335777 0.427844 0.441565 0.432428 0.321904 0.315742 0.302119 0.301465
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.27834500000000006 0.091265000000000013 0.13082500000000002 -0.076394999999999977 0.086920000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16540500000000002 0.08401500000000002 0.080930000000000016 1.0000000180025095e-35 -0.038659999999999993 -0.070454999999999976 0.0052350000000000009 -0.080064999999999983 0.084770000000000012 0.083950000000000011 0.11144500000000002 0.089770000000000016 0.094090000000000021 0.090455000000000021 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 8 -6 9 12 15 -5 22 -3 -15 -4 -14 18 19 21 -16 -11 -1 25 -25 -24 -20 -13 -8 -28
right_child=1 2 10 11 7 -7 28 -9 -10 17 -12 27 16 14 20 -17 -18 -19 26 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.0017038515176759715 0.0014167378968929234 0.00063672146379195182 0.00039807220098762337 0.001381587976612408 0.0012691159645580451 0.00094217767800490546 0.0018340788088493363 0.00073797216194886549 0.00084807750123176132 0.0014014841200721299 0.00087025022190628635 0.001071026693880304 0.0012316278707487651 0.0010253586962811203 0.00080002786268653606 7.2620843442525464e-05 0.0014218302718326814 0.0011581469024531542 0.0016686517986866504 0.0011510160111007142 0.00049790152227706039 0.0012965698267984823 0.0015041115158673979 0.0011113506467109395 0.0014631227707230371 0.0012756227561567628 0.001216296443626994 0.00079429240690337291 0.0015972096996138066 0.0014946511057437274
leaf_weight=28 76 189 136 21 86 48 47 38 22 348 22 23 63 37 64 22 349 40 26 49 21 205 910 23 34 33 21 51 37 52
leaf_count=28 76 189 136 21 86 48 47 38 22 348 22 23 63 37 64 22 349 40 26 49 21 205 910 23 34 33 21 51 37 52
internal_value=0 0.000781008 0.000702446 0.00140489 0.000820973 0.00142173 0.00143179 0.00110635 0.00142043 0.0014262 0.000416005 0.000991114 0.00146366 0.000707191 0.000816361 0.000352756 0.00139275 0.00135343 0.00136457 0.00134537 0.000725385 0.00136259 0.00149207 0.00148614 0.00132118 0.00149612 0.0014813 0.000880304 0.00172974 0.00141458
internal_weight=0 691 615 2430 435 2335 2287 124 2203 2181 180 95 1440 311 122 158 412 741 701 602 85 553 1028 1000 57 943 99 74 84 73
internal_count=3121 691 615 2430 435 2335 2287 124 2203 2181 180 95 1440 311 122 158 412 741 701 602 85 553 1028 1000 57 943 99 74 84 73
is_linear=0
shrinkage=0.00196078


Tree=4191
num_leaves=31
num_cat=0
split_feature=1 12 52 1 43 3 150 43 457 376 4 3 0 4 4 4 52 2 16 50 2 12 133 10 43 0 51 13 133 49
split_gain=1.62564 0.279649 0.221337 0.204413 0.157036 0.165234 0.168676 0.142621 0.143002 0.135818 0.114134 0.120167 0.140463 0.142474 0.264303 0.128128 0.113661 0.151434 0.112764 0.109125 0.124518 0.172156 0.106261 0.163149 0.221757 0.138431 0.14079 0.0971364 0.0942453 0.121947
threshold=0.11146500000000002 0.051320000000000005 -0.26636999999999994 0.14860500000000001 -0.077604999999999993 0.11924500000000002 0.10980500000000001 -0.095049999999999982 0.078435000000000019 0.084195000000000006 0.40124500000000002 -0.13309499999999996 -0.13843999999999998 -0.14098499999999997 -0.42529999999999996 0.0033150000000000007 0.13796000000000003 0.081685000000000021 -0.061854999999999993 0.13767000000000004 0.13754500000000003 0.11734000000000001 0.089200000000000015 0.09820000000000001 0.084740000000000024 -0.019414999999999998 0.091630000000000003 0.0015850000000000003 0.08784500000000002 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 19 7 6 -6 -1 9 -9 11 16 -13 14 -14 27 17 -3 -17 20 21 22 23 24 25 26 -4 28 29 -15
right_child=2 10 3 -5 5 -7 -8 8 -10 -11 -12 12 13 15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011116684802497428 0.012163475736420841 0.023172607791164649 0.0092866267375071292 -0.00038269558065240426 0.012400345506016805 0.0047525381717162252 0.0032839380924335939 -0.0010832051963855823 0.0098925175185182266 0.0088208787934854621 0.0051160467068918731 0.0045192729274276646 0.01311016588671399 0.01326161772209538 -0.0019412519759498537 0.012168343512753657 0.0076616264693439009 0.014430149834704017 0.0083655823661986563 0.012986699165776373 0.0024573419918082298 0.015218994296377615 0.0014471572449268855 -0.0013987176331945442 0.016473465610295536 9.4355172317089702e-05 0.0010972079373179722 0.010859752802732853 0.01176483727283463 0.017281552550035068
leaf_weight=54 47 23 109 62 262 39 22 45 35 20 22 24 28 831 20 181 20 143 137 20 104 21 46 22 25 29 26 234 387 83
leaf_count=54 47 23 109 62 262 39 22 45 35 20 22 24 28 831 20 181 20 143 137 20 104 21 46 22 25 29 26 234 387 83
internal_value=0 0.011792 0.00562425 0.00496187 0.00960314 0.010856 0.0116941 0.00697541 0.00473911 0.00196421 0.0122815 0.0123562 0.0121217 0.0122177 0.00683874 0.012357 0.0147834 0.0156415 0.01053 0.00578616 0.00540917 0.00651345 0.0058021 0.00675152 0.00770023 0.00636284 0.00770941 0.0127355 0.0130728 0.0136267
internal_weight=0 2610 511 464 477 323 284 154 100 65 2133 2111 1925 1901 48 1853 186 166 318 402 382 278 257 211 189 164 135 1535 1301 914
internal_count=3121 2610 511 464 477 323 284 154 100 65 2133 2111 1925 1901 48 1853 186 166 318 402 382 278 257 211 189 164 135 1535 1301 914
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=31
num_cat=0
split_feature=1 12 4 15 150 1 2 2 0 16 2 3 149 39 49 4 0 15 34 3 49 4 4 14 159 12 43 1 124 1
split_gain=1.31677 0.226516 0.187544 0.142895 0.139176 0.134676 0.121156 0.107269 0.121613 0.117839 0.106267 0.128251 0.0976849 0.0959755 0.124501 0.0924487 0.109309 0.0897523 0.128312 0.0873935 0.139189 0.0973361 0.0859931 0.0841402 0.079734 0.0765834 0.0763831 0.0881079 0.093473 0.091982
threshold=0.11146500000000002 0.051320000000000005 0.27287000000000006 0.035560000000000008 0.084680000000000019 0.092390000000000014 0.25063000000000007 -0.0091949999999999983 -0.13027499999999997 -0.0092699999999999987 0.079055000000000014 -0.11171999999999999 0.07770500000000001 0.11365500000000002 0.092185000000000017 0.40124500000000002 -0.14920999999999998 -0.56368999999999991 -0.038779999999999995 -0.07359499999999998 0.12595000000000003 -0.07168999999999999 0.010840000000000001 0.078320000000000015 0.076905000000000015 0.093965000000000007 0.0061450000000000003 0.14754500000000001 -1.0000000180025095e-35 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 13 10 12 -7 9 -9 -1 -12 17 14 25 16 23 -4 -19 -18 21 -21 -16 -3 -6 -2 27 28 -20 -30
right_child=2 15 6 -5 24 7 -8 8 -10 -11 11 -13 -14 -15 22 -17 19 18 26 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0032886023463850676 0.014762858065163219 0.020651831319555641 0.0090497083341081943 0.013758148981985276 0.007300872851403491 0.0019049716433404353 -0.0035536892013624311 0.0070904881357713506 0.010855163938025587 -0.00096784426182832414 0.0034595316656949844 0.011584906733955302 0.010413010378501245 0.0021162786486092953 0.0089419741541720364 0.0046044420908649712 0.011266369370720898 -0.0039724111288356101 0.0080878970354343917 0.0040651698055929357 0.0029491296992637216 0.010744418416385695 0.00022011638153344394 0.012638574662483543 0.00064779473793541279 0.0092270609609840914 -0.00052499475245389887 0.010785133275203408 0.0057646507520557333 -0.0010336172309204509
leaf_weight=22 41 20 24 49 31 44 24 86 65 23 22 166 21 20 26 22 1759 26 33 24 30 240 20 38 43 64 36 20 34 48
leaf_count=22 41 20 24 49 31 44 24 86 65 23 22 166 21 20 26 22 1759 26 33 24 30 240 20 38 43 64 36 20 34 48
internal_value=0 0.0106128 0.00506183 0.00864283 0.007058 0.00805719 0.00322324 0.00631617 0.00743165 0.00539011 0.00986454 0.0106341 0.00389534 0.0086259 0.0094881 0.0110534 0.0111206 0.00327601 0.00257262 0.0109996 0.00940374 0.0101372 0.00514986 0.0154018 0.0034349 0.0113887 0.00356777 0.00465917 0.00359378 0.00178518
internal_weight=0 2610 511 477 245 428 266 218 174 109 210 188 242 171 151 2133 2111 221 197 2053 294 264 46 58 74 105 171 135 115 82
internal_count=3121 2610 511 477 245 428 266 218 174 109 210 188 242 171 151 2133 2111 221 197 2053 294 264 46 58 74 105 171 135 115 82
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 4 1 2 4 2 150 4 47 3 12 475 4 160 131 2 0 51 1
split_gain=53.0312 8.95643 5.50697 4.31796 3.23623 2.70807 1.74301 1.60322 1.27711 1.24821 1.2199 1.06716 1.02596 0.956437 1.09965 0.616372 0.611611 0.579687 0.479773 0.440546 0.412874 0.399747 0.383339 0.314708 0.27425 0.271079 0.690659 0.267228 0.254983 0.277626
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.090425000000000019 -0.55119499999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.075889999999999999 0.090100000000000013 0.090900000000000009 0.086505000000000012 -0.07550999999999998 -0.036839999999999991 -1.0000000180025095e-35 0.082750000000000004 0.31358000000000003 -0.076899999999999982 -0.085989999999999997 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 19 6 13 11 17 -6 -5 12 -4 15 16 -1 -15 22 27 28 21 -20 -7 -2 -14 26 -13 -17 -3 -30
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 25 24 14 -16 18 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017485965951150205 0.0014669130573085709 0.00046074057160586172 0.00077410057213301632 0.0012501498557532674 0.0012605200087750889 0.0014377337767460608 0.0016974088738761818 0.00084899236118332871 0.00091021752402735119 0.00078893113577388496 0.00078929097986169374 0.0002931295828701883 0.000578619937102 0.0010530641338988846 0.00088320282214056811 0.0014642666637206614 0.0013578937986300028 0.0010091649682802801 0.0014339348016852414 0.00090467600828115244 0.0011279442368769177 0.0013416394291679227 0.0012667740453361973 0.0011937579980083541 0.00034225257782363727 0.00044193157369234396 -0.0001285031336752296 0.0013644192976621436 0.00073051944211693627 0.00054494394519464748
leaf_weight=21 50 22 39 34 71 59 76 34 41 31 63 59 25 28 23 587 263 30 335 33 25 391 347 24 77 20 20 125 127 41
leaf_count=21 50 22 39 34 71 59 76 34 41 31 63 59 25 28 23 587 263 30 335 33 25 391 347 24 77 20 20 125 127 41
internal_value=0 0.000734765 0.00065526 0.00135625 0.000827886 0.00137298 0.00140655 0.000450503 0.00124107 0.00111719 0.000950829 0.00039405 0.000503609 0.00139426 0.00129594 0.00141506 0.00132856 0.00127218 0.00141027 0.000695557 0.0013757 0.00138423 0.00129162 0.00137832 0.000400186 0.000238012 0.000186387 0.00144674 0.000659237 0.00068523
internal_weight=0 673 599 2448 325 2351 1874 274 477 102 97 240 141 1798 314 1484 291 436 1463 223 751 726 406 74 102 99 79 712 190 168
internal_count=3121 673 599 2448 325 2351 1874 274 477 102 97 240 141 1798 314 1484 291 436 1463 223 751 726 406 74 102 99 79 712 190 168
is_linear=0
shrinkage=0.00196078


Tree=4194
num_leaves=31
num_cat=0
split_feature=1 3 123 1 44 15 133 11 15 14 151 12 133 2 4 3 3 403 41 12 2 159 43 159 3 3 2 52 52 481
split_gain=1.29499 0.226506 0.181767 0.169896 0.139909 0.132812 0.159092 0.158019 0.165843 0.162597 0.157142 0.160545 0.135379 0.181828 0.121426 0.11741 0.137756 0.310934 0.161626 0.19023 0.123558 0.11525 0.130929 0.107657 0.102367 0.184847 0.112709 0.1186 0.145552 0.0946989
threshold=0.10920500000000001 -0.049509999999999992 1.0000000180025095e-35 0.16540500000000002 0.081805000000000017 0.040760000000000005 0.076280000000000014 0.075910000000000019 0.13592500000000005 0.078320000000000015 0.032230000000000009 0.087075000000000014 0.08784500000000002 0.090675000000000019 -0.036839999999999991 0.11924500000000002 -0.094299999999999981 -0.069009999999999988 0.077565000000000009 0.084100000000000022 0.08708500000000001 -0.23203499999999996 -0.032879999999999993 0.082585000000000006 -0.082234999999999989 -0.082689999999999986 0.087625000000000022 -0.014264999999999998 -0.018574999999999998 -0.0082899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 4 -3 5 6 10 8 -7 -9 15 -12 13 24 -2 16 17 -1 19 -19 -21 -14 -23 -18 25 26 27 28 -8 -26
right_child=1 3 -4 -5 -6 7 12 9 -10 -11 11 -13 21 -15 -16 -17 23 18 -20 20 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0039638728612945194 0.013665444027124482 0.0044410686573647931 0.0068087401634208322 -0.0040935952626168729 0.017823195389272378 0.011529896700763983 0.012019483641518329 0.023645024923288953 0.0058911744932728738 0.012514735760632903 -0.0029948883246453035 0.0093703893057647206 0.015760001598391683 0.019654217688366771 0.0069572250188070332 0.0019143840251490474 0.0098855596371839639 0.0023244943170409121 0.0014503899106505114 0.017721045773476364 0.010019900805855287 0.0087683736044260503 0.0168138493783772 0.013591954282895403 0.012699367450550197 0.022232569762854839 0.0049872243404388431 0.0069019645408150698 0.022345726821748985 0.0031917720779099249
leaf_weight=21 33 348 120 25 28 1010 39 21 55 35 21 21 32 38 148 20 408 28 26 25 125 251 22 97 20 20 20 21 21 22
leaf_count=21 33 348 120 25 28 1010 39 21 55 35 21 21 32 38 148 20 408 28 26 25 125 251 22 97 20 20 20 21 21 22
internal_value=0 0.00527758 0.0106086 0.00386904 0.010795 0.0107136 0.010025 0.0115109 0.0112387 0.0166886 0.00914011 0.00318775 0.0114101 0.013425 0.00818027 0.00947345 0.00968054 0.00762253 0.00881524 0.00989101 0.0113034 0.0100823 0.00941673 0.0105975 0.0119728 0.0134492 0.01171 0.0133699 0.0156337 0.0077192
internal_weight=0 554 2567 373 2447 2419 1298 1121 1065 56 792 42 506 201 181 750 730 225 204 178 150 305 273 505 163 121 101 81 60 42
internal_count=3121 554 2567 373 2447 2419 1298 1121 1065 56 792 42 506 201 181 750 730 225 204 178 150 305 273 505 163 121 101 81 60 42
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 47 376 43 12 3 149 43 160 2 150 4 52 10 10 0 2 149 484 43 1 52 4 43 16 1211 401
split_gain=1.06183 0.277896 0.164457 0.166956 0.149714 0.151847 0.129978 0.10939 0.107286 0.106759 0.106049 0.114966 0.0988121 0.110018 0.0999558 0.0922404 0.139106 0.11417 0.199583 0.102974 0.0864921 0.081151 0.0766419 0.30739 0.142472 0.104652 0.0777746 0.0789384 0.0995502 0.171516
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.073404999999999984 0.085505000000000012 0.080200000000000007 -0.11720999999999999 0.099815000000000015 0.11658 0.081720000000000015 0.016310000000000002 -0.086829999999999977 0.092120000000000021 0.083555000000000004 -0.0016099999999999997 0.056145000000000007 -0.074314999999999978 1.0000000180025095e-35 -0.036484999999999997 0.13712500000000002 0.079625000000000015 0.090535000000000018 -0.15879999999999997 0.077565000000000009 0.085540000000000019 -0.51253999999999988 -0.14792499999999997 -0.082039999999999988 0.11088500000000003 -0.4686749999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 9 -6 -4 20 10 15 11 -5 14 -14 -13 16 -2 18 19 -18 22 -17 23 24 -3 -24 -27 -28 -29 -30
right_child=4 7 3 8 5 -7 -8 -9 -10 -11 -12 12 13 -15 -16 21 17 -19 -20 -21 -22 -23 25 -25 -26 26 27 28 29 -31
leaf_value=-9.1416079417935438e-05 -0.0058324016470076706 0.015883981330054149 0.0096966723825934603 0.01499000692740083 0.0086062220995218545 -0.00088968083617233103 0.0036656732790905869 0.0082998098169667408 0.0056994320230411462 0.0092557892692275347 0.0051011748802967565 0.008234597131377086 0.0091265890497847328 0.00087393072566815792 0.014629206513477997 0.0089666933528081121 0.0045506685939876159 -0.0037393911400189004 0.0097546421175083563 -0.0025900401883637131 0.01503827828500006 0.0014811853451343875 0.017413914890494198 -0.0032970008772930932 0.0053841696858095631 0.016044976255877624 0.010971425665693806 0.0097387873370051517 0.01147421006113291 -0.0013210921463641253
leaf_weight=28 29 28 49 50 85 21 132 370 76 20 39 44 70 21 55 28 36 30 33 46 36 30 20 21 24 22 607 1029 20 22
leaf_count=28 29 28 49 50 85 21 132 370 76 20 39 44 70 21 55 28 36 30 33 46 36 30 20 21 24 22 607 1029 20 22
internal_value=0 0.00936004 0.00737977 0.00777006 0.00357187 0.00672496 0.00529837 0.00986794 0.00903027 0.00224557 0.00993759 0.0107235 0.00960075 0.00722213 0.0117872 0.00164124 0.000490023 0.00175451 0.0031877 0.000544905 0.0101852 0.00509488 0.0100877 0.00691417 0.0110379 0.0102224 0.0101378 0.0100604 0.00954401 0.00477191
internal_weight=0 2763 564 536 358 106 181 2199 355 252 279 240 190 91 99 232 174 145 115 82 1829 58 1793 73 52 1720 1700 1678 1071 42
internal_count=3121 2763 564 536 358 106 181 2199 355 252 279 240 190 91 99 232 174 145 115 82 1829 58 1793 73 52 1720 1700 1678 1071 42
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=31
num_cat=0
split_feature=4 2 3 2 1375 49 1 0 15 14 11 0 34 483 0 43 4 1186 42 130 47 52 1447 160 0 1452 2 16 42 4
split_gain=0.866933 0.286523 0.19753 0.157902 0.169028 0.135375 0.126144 0.151882 0.121119 0.11898 0.104967 0.0985355 0.119207 0.0983777 0.122343 0.0976269 0.0953846 0.127916 0.115654 0.111683 0.110577 0.154996 0.141922 0.106736 0.102747 0.190993 0.141526 0.158548 0.100592 0.0969708
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.0091949999999999983 -0.27302499999999996 0.14321000000000003 0.12958500000000003 0.024095000000000002 -0.15914499999999995 0.019675000000000002 0.10334500000000001 -0.072594999999999979 -0.085489999999999997 0.093585000000000015 -0.036484999999999997 0.084740000000000024 -0.082769999999999982 0.060550000000000007 0.10077000000000001 -0.066019999999999981 1.0000000180025095e-35 0.10898500000000001 -0.085684999999999997 -0.013084999999999998 -0.097024999999999986 -0.073234999999999981 0.08839000000000001 -0.39185999999999993 -0.12099999999999998 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 11 -5 9 15 13 -1 -6 16 -4 -13 14 -8 -2 18 19 20 -18 21 22 -10 -24 26 -26 -21 -28 -27 -30
right_child=6 -3 3 4 5 -7 7 -9 10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 24 -22 -23 23 -25 25 28 27 -29 29 -31
leaf_value=0.014536441511008889 0.0040885050113502073 -0.00084159717979756261 0.0085819703127656671 -0.00096505472267215901 0.0079941180366108512 0.0025534869203428655 -0.0004711832451077457 -0.0059470453053318828 0.017578739230521025 0.014433688428252937 0.0017694663186557593 0.0065222028130665424 -0.0033193097740877421 0.0083588984941699272 0.0082025627605617057 0.011461457533878276 0.015260346570553689 0.0028860175761541255 0.016982309376665703 0.0089328525586152511 0.002590305041521788 0.017687579552428081 0.0041321312652952552 0.0098223672954730647 -0.00029810573905706409 0.014099850595140687 0.006252062305892734 -0.0050315191131085164 0.014353954207035714 0.0087661635971275822
leaf_weight=40 176 33 21 22 658 44 87 26 22 30 20 20 32 23 20 20 26 38 24 66 20 26 36 391 22 39 33 20 32 1054
leaf_count=40 176 33 21 22 658 44 87 26 22 30 20 20 32 23 20 20 26 38 24 66 20 26 36 391 22 39 33 20 32 1054
internal_value=0 0.00842072 0.00853244 0.00724149 0.00767144 0.007931 0.00315198 0.00103006 0.00909169 0.00827491 0.00897516 0.00280065 0.000465887 0.00242548 0.00115008 0.00484085 0.0090531 0.00860443 0.0102029 0.00877262 0.00987418 0.0101809 0.00974618 0.00934263 0.00863938 0.00892955 0.00584249 0.00199411 0.00911001 0.00893081
internal_weight=0 2769 2736 827 754 732 352 156 1909 688 1869 73 52 130 107 196 1849 1330 519 1292 495 475 449 427 1266 1147 119 53 1125 1086
internal_count=3121 2769 2736 827 754 732 352 156 1909 688 1869 73 52 130 107 196 1849 1330 519 1292 495 475 449 427 1266 1147 119 53 1125 1086
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=31
num_cat=0
split_feature=1 3 124 148 4 12 0 2 97 2 15 2 44 1 0 51 16 52 16 1419 0 51 15 3 12 150 3 3 4 16
split_gain=0.707536 0.139982 0.12609 0.114517 0.165506 0.105668 0.0954748 0.0911694 0.0902356 0.0996378 0.113949 0.0852104 0.0825832 0.0981475 0.215337 0.19394 0.133376 0.101245 0.0931132 0.125197 0.120712 0.183161 0.112475 0.0869701 0.126565 0.089992 0.0969249 0.133504 0.185069 0.173581
threshold=0.11146500000000002 0.31299000000000005 -0.076779999999999987 -1.0000000180025095e-35 -0.010655 -0.42850999999999995 -0.062294999999999996 0.15950500000000004 -0.049229999999999996 0.11474000000000002 -0.41942499999999994 0.13404500000000005 0.081805000000000017 0.089625000000000024 -0.14116499999999996 0.087505000000000013 -0.5224049999999999 -0.082554999999999976 0.19444000000000003 0.086325000000000013 -0.080499999999999988 -0.036694999999999992 -0.013969999999999998 -0.15121499999999996 0.083815000000000014 -0.091839999999999991 0.092670000000000016 -0.055119999999999995 -0.14098499999999997 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -3 -5 -7 -6 10 -10 12 13 18 15 16 -15 -18 23 20 -20 -22 -23 24 -4 -25 27 28 -27 -29
right_child=1 5 11 4 8 7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 21 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=0.0047905839084082151 -0.00078685897806772618 0.0051423078005695174 0.0072882105060147516 0.015217552907997742 -0.0016308498143469199 0.00062512503809888259 0.0070874889811071073 -0.006991757284214889 0.0020680079365976984 0.0028316676389697889 0.0088426763548341124 0.0037893265543971211 0.013459515347386953 0.0046869731102404857 0.0076609842903973451 0.010774011791429738 0.0010098103306848895 -0.0088208947074599562 -0.00089925076915986024 0.011966109408460783 0.0087084908981232053 -0.0037664205423029867 0.0056713811821412366 0.015006467765197158 0.015654462734237314 -0.00041301238723099237 0.0018121412226363371 0.0090982174794633133 0.0082669192929020145 0.018447452240848337
leaf_weight=140 37 34 33 20 26 55 52 22 36 149 80 50 27 35 435 22 22 20 27 33 106 23 28 20 40 25 23 63 1409 29
leaf_count=140 37 34 33 20 26 55 52 22 36 149 80 50 27 35 435 22 22 20 27 33 106 23 28 20 40 25 23 63 1409 29
internal_value=0 0.00364103 0.00771006 0.00451291 0.00505311 0.000499114 0.00934584 -0.00155113 0.00399099 0.00454257 0.00674019 0.00787553 0.00795996 0.00789791 0.00670299 0.00249364 0.000127818 -0.00367148 0.00824115 0.00629435 0.00527713 0.00633931 0.00141512 0.00849843 0.0118725 0.00834145 0.0082554 0.00835251 0.0081156 0.0120453
internal_weight=0 511 2610 400 363 111 72 77 291 265 116 2470 2420 2393 534 99 77 42 1859 217 184 157 51 1642 73 1569 1549 1526 1434 92
internal_count=3121 511 2610 400 363 111 72 77 291 265 116 2470 2420 2393 534 99 77 42 1859 217 184 157 51 1642 73 1569 1549 1526 1434 92
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 14 2 1 2 2 0 1 16 4 4 52 49 1 4 1 0 15 40 1 0 16 49 2 2
split_gain=76.087 12.23 5.92843 5.22672 4.20861 3.9849 2.83979 2.68416 2.44886 2.15989 2.01415 1.71111 1.47343 1.42964 1.10913 0.945512 0.901097 0.793951 0.698917 0.666554 0.643189 0.594468 0.579762 0.578742 0.534476 0.528216 0.525385 0.806805 0.47408 0.44353
threshold=0.10508500000000001 -0.059315 -0.080389999999999989 0.27834500000000006 0.14753000000000002 0.095545000000000005 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.14122000000000004 -0.10474999999999998 0.085345000000000018 -0.52595999999999987 -0.15464999999999998 0.0082450000000000006 -0.52606999999999993 -0.054984999999999992 0.16175000000000003 -0.013125 0.12408500000000001 -0.15202999999999997 -0.03241999999999999 -0.078554999999999986 0.075045000000000014 -0.019414999999999998 -0.45661999999999997 -0.012404999999999998 0.08622500000000001 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 16 7 6 11 23 -1 -9 13 12 21 -7 -11 -13 -2 -18 -6 24 -16 -4 -23 -3 25 -15 -21 -28 -14 -5
right_child=1 4 5 29 18 10 -8 9 -10 14 -12 15 28 19 20 -17 17 -19 -20 26 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017156552311928771 0.0018803499882517297 0.00084963150955493145 0.0020951771825190244 0.001114488159895272 0.0005927298286313588 0.0012094507336505209 0.0022498280130937858 0.0014204700555200582 0.0010795080766471384 0.0014155103353893056 0.0012611470318393578 0.0018788079262163394 0.001600272447455163 0.0017860889442211404 0.0010046087054645313 0.0016516580537087903 0.0012073009595341014 0.0016368248314039978 0.00018917675800517159 0.0018900053831292134 0.00074511357354137872 0.0018874969797598869 0.0014861706302446477 0.00054454962193560574 0.0019140716270829726 0.0015312839682911517 0.0012556460432979575 0.0016603456478008444 0.0012399028425159699 0.00077996513605409982
leaf_weight=38 45 45 21 64 77 21 71 54 60 20 41 1470 25 158 125 74 21 78 21 32 52 31 25 51 96 39 21 193 32 20
leaf_count=38 45 45 21 64 77 21 71 54 60 20 41 1470 25 158 125 74 21 78 21 32 52 31 25 51 96 39 21 193 32 20
internal_value=0 0.00105427 0.00179869 0.00142354 0.00086507 0.0018184 0.00186573 0.000966406 0.00132618 0.00107306 0.00168066 0.00184948 0.00163693 0.00171137 0.000977828 0.00186792 0.00165029 0.00154571 0.000506254 0.00173092 0.000928373 0.00181384 0.00170833 0.000687557 0.00179411 0.00173565 0.00165567 0.00162063 0.00139796 0.00103484
internal_weight=0 673 2448 228 445 2350 1749 347 98 251 601 1678 134 560 197 1544 144 99 98 539 177 77 56 96 293 197 246 214 57 84
internal_count=3121 673 2448 228 445 2350 1749 347 98 251 601 1678 134 560 197 1544 144 99 98 539 177 77 56 96 293 197 246 214 57 84
is_linear=0
shrinkage=0.00196078


Tree=4199
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 14 4 12 157 47 376 4 3 2 0 132 1 1429 475 0 16 149 151 16 2 4 49 1209 0 1209 402
split_gain=0.797575 0.220788 0.168605 0.139724 0.118852 0.140502 0.184176 0.181145 0.109326 0.103015 0.0970997 0.0946372 0.165316 0.112727 0.0980549 0.196309 0.0974107 0.110079 0.104414 0.0934032 0.0922416 0.0908225 0.086283 0.206386 0.10963 0.0816916 0.0787808 0.0987282 0.07884 0.166017
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.077604999999999993 -0.10708499999999999 -0.053309999999999989 -1.0000000180025095e-35 -0.07797999999999998 0.085505000000000012 0.081970000000000015 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.068604999999999985 0.079970000000000013 0.081670000000000006 -0.060529999999999994 -0.072374999999999981 0.034820000000000011 0.062650000000000025 0.081720000000000015 0.086470000000000005 -0.0068949999999999992 0.089885000000000007 -0.0060199999999999993 0.10858500000000001 0.083050000000000013 -0.10474999999999998 0.11155000000000002 -0.08738499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7 20 -10 11 12 -3 26 15 -14 -17 -18 -19 -8 -2 22 24 -24 -9 -26 27 -13 29 -28
right_child=8 10 -4 4 5 7 19 21 9 -11 -12 13 14 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.013305457515525632 0.0014320072188508807 0.018563371154372222 -0.0013483872852073267 0.011737617326434703 0.0029590300819836556 -0.0040299359088142713 0.015244843336917899 0.00078367720358073721 0.0074810422567945971 -0.00052333202213048933 0.0069813015855436896 0.0018627939815633 0.0014168766560032965 0.0066229802825479613 0.015876089734956623 0.0049966114833729256 0.0082766727499303319 0.011106625380343758 0.021324928420362994 0.0088255514329134976 0.0085199342574924231 6.1051299174626665e-06 0.017149325007234106 0.004788942382271801 0.0070095242883112148 0.00053357447455213835 0.01063057018730503 0.0089395545474303117 0.006659183033776505 0.020647543145432361
leaf_weight=32 224 26 26 40 40 21 34 45 82 20 282 20 28 218 23 21 31 20 20 68 20 27 22 35 170 22 78 1378 27 21
leaf_count=32 224 26 26 40 40 21 34 45 82 20 282 20 28 218 23 21 31 20 20 68 20 27 22 35 170 22 78 1378 27 21
internal_value=0 0.00825398 0.00652251 0.00689058 0.00649883 0.00606587 0.00871002 0.004968 0.00316227 0.00591156 0.00871349 0.0089691 0.0112284 0.00874992 0.00989482 0.00874841 0.0109797 0.0127494 0.0162158 0.0109653 0.00201298 0.00555665 0.0060664 0.00955962 0.00522626 0.00626749 0.00905416 0.00883831 0.0114491 0.0127554
internal_weight=0 2775 582 556 524 484 142 342 346 102 2193 1911 169 1742 143 120 92 71 40 102 244 321 294 57 237 192 1524 1398 126 99
internal_count=3121 2775 582 556 524 484 142 342 346 102 2193 1911 169 1742 143 120 92 71 40 102 244 321 294 57 237 192 1524 1398 126 99
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 2 1 2 2 4 0 49 4 150 1 131 12 4 1 2 4 2 47 14 1 16 48
split_gain=43.4333 6.84219 4.70094 3.67438 2.24926 2.10195 1.22667 1.14181 1.13242 0.919066 0.864631 0.824013 0.899567 0.753508 1.23399 0.741077 0.593989 0.553213 0.424575 0.422417 0.544633 0.567065 0.410158 0.360227 0.353074 0.333979 0.31206 0.33209 0.341666 0.642995
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.14122000000000004 0.14285500000000004 0.40945500000000007 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083345000000000016 0.086835000000000009 0.088245000000000004 -0.51843499999999987 0.089875000000000024 0.31358000000000003 0.038415000000000012 0.087995000000000004 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.29154999999999992 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 -4 13 -6 -5 16 12 -8 14 17 19 23 -1 22 20 -15 -22 -13 -7 -19 26 -3 28 -28 -30
right_child=1 2 6 9 8 10 11 -9 -10 -11 -12 18 -14 15 -16 -17 -18 24 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0012158910596528336 0.001248594335955037 0.0008141258004569766 0.00083262003778422405 0.001134357691636135 0.0011350169096750128 0.0012333446654512708 0.00069679262609604524 0.0015289621810179869 0.00065471010260722217 0.00073433987013102873 0.00087552991357646675 0.00026582628047381067 0.00036970214770243754 0.0016494258667797154 0.0014670022963141861 0.0011398976207204468 0.00090711736689044731 0.0010715176533427327 0.00049382869487067215 0.0012729586240311046 0.0013392722033183462 0.0010447283774097399 -5.7098549041970106e-05 0.0011084111350385117 0.00078245783726885621 0.00084786169137971703 0.00078949887057858071 0.00040934418253802101 0.00032717542180201923 0.00068608472493157733
leaf_weight=43 74 31 26 34 77 275 49 76 25 63 41 62 95 21 35 110 30 33 22 747 751 26 20 131 32 33 41 29 28 61
leaf_count=43 74 31 26 34 77 275 49 76 25 63 41 62 95 21 35 110 30 33 22 747 751 26 20 131 32 33 41 29 28 61
internal_value=0 0.000686101 0.000616611 0.00124854 0.000776104 0.00126397 0.000427431 0.00129355 0.00101729 0.000874552 0.00114776 0.000384952 0.000481004 0.0012836 0.00114704 0.0012954 0.00117336 0.00104335 0.000251957 0.00130647 0.00133784 0.00132942 0.000187064 0.00119303 0.000929211 0.000665784 0.00063416 0.000599072 0.000641396 0.000573169
internal_weight=0 673 599 2448 325 2351 274 1874 102 97 477 248 144 1798 143 1655 436 108 104 1545 798 777 82 406 65 223 190 159 130 89
internal_count=3121 673 599 2448 325 2351 274 1874 102 97 477 248 144 1798 143 1655 436 108 104 1545 798 777 82 406 65 223 190 159 130 89
is_linear=0
shrinkage=0.00196078


Tree=4201
num_leaves=31
num_cat=0
split_feature=1 3 1 150 150 39 49 12 13 16 4 4 48 2 12 2 49 1 16 15 3 48 49 12 3 160 447 3 11 475
split_gain=0.822364 0.14754 0.1404 0.149015 0.150702 0.118995 0.109549 0.11611 0.14632 0.108218 0.101944 0.0974318 0.100185 0.0969135 0.09422 0.0885655 0.0860964 0.0841397 0.0840158 0.0795645 0.119303 0.121496 0.10852 0.121287 0.149632 0.0997768 0.092821 0.127244 0.109859 0.0903216
threshold=0.11146500000000002 0.31299000000000005 0.089625000000000024 1.0000000180025095e-35 0.085210000000000022 0.088025000000000006 -0.0069299999999999995 0.085055000000000006 -0.055129999999999992 -0.078844999999999985 -0.036839999999999991 0.010840000000000001 0.090225000000000014 0.13404500000000005 -0.42850999999999995 0.14445500000000003 -0.050619999999999991 0.14173500000000003 0.11346000000000002 -0.11033999999999998 0.10732000000000001 0.089670000000000014 0.097940000000000013 0.090695000000000012 -0.086224999999999982 -0.23686999999999997 0.084065000000000015 -0.15956499999999998 0.080150000000000013 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 13 6 -5 10 -4 8 -8 -10 -2 12 -6 19 -3 -12 -13 -16 -15 -1 21 22 26 24 -24 -23 27 -21 29 -29
right_child=1 14 3 4 11 -7 7 -9 9 -11 15 16 -14 18 17 -17 -18 -19 -20 20 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.011165196435173198 0.0107925386479406 0.0052896668216870987 0.012907991721836288 -0.0012481704760076745 0.0059996762113379582 0.0027992557291872801 -0.001144756464255524 0.0086530804641755527 0.012777278909925372 0.0051098594360961293 0.006154890466368179 -0.0013688161600536356 0.014329868685242468 0.00065363727939816627 0.0012612616917837072 -0.00055661982094699686 0.0066668708248956449 -0.005798242900520563 0.0089507695505112086 0.015142941549420358 0.0011760418443009259 8.3944187887633845e-05 0.015220428657560278 0.0047004197795824853 0.005679967530886643 0.0073159814679554557 0.004509509056073069 0.0051755999903316087 0.0020637649763375521 0.0096846495134366977
leaf_weight=163 43 34 43 35 42 150 29 321 24 79 185 24 22 26 52 22 30 25 23 40 20 24 31 106 35 93 37 46 20 1297
leaf_count=163 43 34 43 35 42 150 29 321 24 79 185 24 22 26 52 22 30 25 23 40 20 24 31 106 35 93 37 46 20 1297
internal_value=0 0.00413083 0.00851764 0.00724273 0.00451446 0.00502594 0.00808431 0.00762643 0.00512982 0.00689644 0.00636195 0.00622371 0.00886318 0.00893957 0.000905209 0.00544159 0.00309545 -0.00103079 0.00454821 0.00905211 0.00885518 0.00894401 0.00916984 0.00679579 0.0101611 0.00583249 0.00945341 0.00958379 0.00942065 0.00953021
internal_weight=0 511 2610 649 153 400 496 453 132 103 250 118 64 1961 111 207 54 77 49 1912 1749 1729 1612 172 66 117 1440 1403 1363 1343
internal_count=3121 511 2610 649 153 400 496 453 132 103 250 118 64 1961 111 207 54 77 49 1912 1749 1729 1612 172 66 117 1440 1403 1363 1343
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 3 149 1444 11 484 4 52 0 12 49 0 42 1212 1211 401 402 402 2 3 96 48 52 14 42 49
split_gain=0.681193 0.227422 0.152 0.206324 0.119829 0.112124 0.101982 0.0892094 0.0957231 0.0980351 0.120746 0.107966 0.104762 0.085302 0.142733 0.124738 0.0815508 0.08453 0.125777 0.0873922 0.0773339 0.0890297 0.0769513 0.176777 0.074895 0.0786616 0.085369 0.144017 0.0785168 0.0787805
threshold=0.27287000000000006 0.17025000000000004 0.089625000000000024 1.0000000180025095e-35 0.25063000000000007 -0.083654999999999993 0.07770500000000001 -1.0000000180025095e-35 0.091795000000000015 -0.020124999999999994 -0.008819999999999998 -0.56176499999999996 -0.026509999999999995 0.087005000000000013 -0.054984999999999992 -0.14832499999999996 0.11551500000000002 0.11796000000000001 0.11236000000000002 -0.14320999999999998 -0.088779999999999984 -0.43418999999999991 0.090310000000000015 -0.014944999999999998 0.086715000000000014 0.12118000000000002 -0.065544999999999978 -1.0000000180025095e-35 0.09112000000000002 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 7 6 -5 24 -4 9 10 -9 -11 22 14 15 -7 17 18 19 -1 21 -18 -13 -24 25 26 -2 -28 29 -29
right_child=4 -3 3 5 -6 13 -8 8 -10 11 -12 12 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.014675131280507361 -0.00035787067065872938 -0.00070574712890172095 0.013451191928723585 -0.0030500316273664005 -0.0039450560308371989 0.011473338469943924 0.0093844748285706533 0.014774224841676188 0.011649050767165284 0.011952981142507445 0.0064370526662586554 0.0071529805122680151 0.0014356993444380351 0.010527464873157442 -0.0042639720533043145 0.0032214589252705789 0.0042699484065884634 0.012514891495052522 0.00028759914275724443 0.0081853899221815529 0.0034315447341583243 0.013478108444472864 -0.0041993436891408194 0.0061659671026159475 -0.0029030287150470986 -0.0019517016156057184 0.010033777337521315 0.00060881260150511354 -0.00016413179476765672 0.0061747556348877054
leaf_weight=21 41 33 23 23 24 23 26 32 43 31 38 307 48 20 20 90 21 46 20 1743 69 21 21 76 21 26 40 35 46 93
leaf_count=21 41 33 23 23 24 23 26 32 43 31 38 307 48 20 20 90 21 46 20 1743 69 21 21 76 21 26 40 35 46 93
internal_value=0 0.00754619 0.00764572 0.00648108 0.00287584 0.00345987 0.00337493 0.00734009 0.00710426 0.00675087 0.0102483 0.00624399 0.00585245 0.00443848 0.00352285 0.00490105 0.00812274 0.00828238 0.00817324 0.00826265 0.00549086 0.00887403 0.00637721 0.00392193 0.00285755 0.00328806 0.00382231 0.00462319 0.00337937 0.00465282
internal_weight=0 2769 2736 795 352 176 328 619 596 553 70 483 452 153 133 113 1941 1830 1784 1764 111 42 404 97 302 281 255 214 174 128
internal_count=3121 2769 2736 795 352 176 328 619 596 553 70 483 452 153 133 113 1941 1830 1784 1764 111 42 404 97 302 281 255 214 174 128
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 1 15 3 1 160 3 1 0 47 3 123 16 2 52 39 15 3 3 150
split_gain=56.0597 9.32768 5.66438 4.30985 2.71392 2.54766 1.84031 1.68428 1.51256 1.44392 1.38168 1.12088 0.830966 0.843545 0.870528 0.60833 0.597392 0.54436 0.758194 0.540456 0.448922 0.445067 0.448913 0.584888 0.433307 0.403709 0.384927 0.373711 0.432334 0.357793
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.15471500000000002 0.013270000000000002 -0.12018999999999998 0.083345000000000016 -0.020569999999999995 -0.14186499999999996 0.08864000000000001 -0.23001499999999997 0.090100000000000013 0.42240500000000009 0.11021500000000002 -0.39185999999999993 0.14838000000000004 -0.56176499999999996 0.088895000000000016 0.087685000000000013 1.0000000180025095e-35 0.11658 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 12 -6 -5 24 21 13 14 15 -1 -14 -15 -19 27 -13 22 -4 25 -7 -24 -18 -3 -29 -26
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 20 16 17 -16 -17 26 18 -20 -21 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=0.0010319822909785252 0.0013488548351269143 0.00054891710262745612 0.00036144662258897622 0.0012481404608061845 0.0012049115906016942 0.0014682901327056114 0.00081989604527664742 0.001668196630936166 0.00070012844589871438 0.00074387517620305547 0.00087539543674315407 0.00024808372334376267 0.0017458550485910153 0.0013687643696365514 0.00078079018821847646 0.0015155970728864855 0.0014534281630729678 0.00091167597031857552 0.0012962052849488997 0.00090800783067357307 -0.0001496761133118222 0.0001634560333674445 0.00082095968629811416 0.00030418994017929879 0.0012496579861371831 0.00046364306928772553 0.0013711782435936128 0.00087957969333371543 0.00061439448465392288 0.0010023328110429586
leaf_weight=20 76 100 98 34 74 33 37 76 33 61 41 24 20 643 21 20 359 23 138 32 20 24 31 23 357 20 560 39 60 24
leaf_count=20 76 100 98 34 74 33 37 76 33 61 41 24 20 643 21 20 359 23 138 32 20 24 31 23 357 20 560 39 60 24
internal_value=0 0.000700805 0.000620721 0.00133374 0.000791074 0.0013504 0.000412853 0.00138226 0.00104923 0.000924349 0.00121874 0.000350101 0.00137021 0.00132637 0.00110407 0.00127379 0.0014106 0.00134323 0.00124127 0.000671495 6.72838e-05 0.00041359 0.000448493 0.00056377 0.00125275 0.000680836 0.00140331 0.000633462 0.000718861 0.00123408
internal_weight=0 691 615 2430 338 2335 277 1880 107 95 455 240 1804 865 61 40 939 804 161 231 44 196 172 74 414 51 919 199 99 381
internal_count=3121 691 615 2430 338 2335 277 1880 107 95 455 240 1804 865 61 40 939 804 161 231 44 196 172 74 414 51 919 199 99 381
is_linear=0
shrinkage=0.00196078


Tree=4204
num_leaves=31
num_cat=0
split_feature=1 2 11 43 52 15 2 0 4 2 3 130 4 12 159 0 48 48 403 483 484 0 16 52 51 159 42 3 52 15
split_gain=0.72644 0.189833 0.116601 0.189897 0.236767 0.288405 0.130314 0.111575 0.114305 0.110905 0.0989204 0.102952 0.110722 0.100119 0.109345 0.0979168 0.0862524 0.130521 0.0775048 0.0761731 0.093699 0.0776503 0.0983176 0.0955576 0.0870381 0.0839452 0.128816 0.103536 0.0795024 0.108881
threshold=0.11846000000000002 0.10188000000000001 1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 0.024640000000000006 -0.0091949999999999983 -0.13027499999999997 0.42642000000000008 0.15609500000000001 0.30112000000000005 -0.0060099999999999989 -0.033174999999999989 -0.42850999999999995 0.097885000000000014 -0.07384499999999998 -0.065739999999999979 0.078735000000000013 -0.054954999999999997 -0.073589999999999989 -0.086964999999999987 0.12500000000000003 0.054560000000000004 -0.53964499999999982 0.11548000000000001 0.091005000000000016 0.08733500000000001 -0.081334999999999977 -0.13993999999999998 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 15 8 16 18 11 -2 -13 -12 -15 -1 -3 -18 -9 20 -8 22 24 -24 28 26 27 -25 29 -21
right_child=10 7 3 -5 5 -7 19 9 -10 -11 13 12 -14 14 -16 -17 17 -19 -20 21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.009174069310896673 -0.0013583750452756161 0.0081311816056431445 0.014804608454158919 0.019042329207994046 -0.0030117150824517016 0.011644763313233853 0.008629367126427083 0.0042116080317646269 0.010941540064024074 -0.00020474307239055635 0.0047072048929026897 0.010339275921033996 0.0039120957792461433 -0.0049992898192223433 0.0037034038255859001 0.0017045929096639158 -0.0043851110905122294 0.0036586796922428119 0.0079448283086954192 0.016567201738611662 0.014501163750676262 0.013739996898220853 0.0097416759534510525 -0.0039627721666225368 0.0046212076382230851 0.009979830558101338 0.0066886957886469513 0.0040970049068533082 0.0082948017202222179 0.0080889810005442785
leaf_weight=26 31 27 43 25 25 29 77 65 21 20 34 31 198 42 22 54 26 90 385 28 42 24 53 28 62 27 76 37 1440 33
leaf_count=26 31 27 43 25 25 29 77 65 21 20 34 31 198 42 22 54 26 90 385 28 42 24 53 28 62 27 76 37 1440 33
internal_value=0 0.00781704 0.00826937 0.011271 0.00926808 0.00485936 0.00808691 0.00629811 0.00405233 0.00708174 0.00302948 0.00405001 0.00478215 0.000321935 -0.00200774 0.00413217 0.00304063 0.00185576 0.00740559 0.00825109 0.0107018 0.00808979 0.00801378 0.00603953 0.00829293 0.00487159 0.00389342 0.000625101 0.00844459 0.0119806
internal_weight=0 2763 2129 122 97 54 2007 634 164 470 358 260 229 98 64 80 143 116 450 1927 119 1808 1784 221 1563 168 141 65 1501 61
internal_count=3121 2763 2129 122 97 54 2007 634 164 470 358 260 229 98 64 80 143 116 450 1927 119 1808 1784 221 1563 168 141 65 1501 61
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 3 454 149 457 160 52 2 0 15 12 48 1371 133 133 403 403 1213 1213 16 133 52 4 52 3 42
split_gain=0.610772 0.18234 0.10629 0.175293 0.102906 0.0978957 0.0824531 0.0823173 0.0762196 0.0835454 0.073712 0.0786848 0.10225 0.0722447 0.105978 0.102274 0.0718687 0.0722094 0.194194 0.152943 0.153613 0.0954687 0.166729 0.106522 0.112371 0.125919 0.122388 0.136894 0.107459 0.176303
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 1.0000000180025095e-35 0.25063000000000007 -0.083654999999999993 1.0000000180025095e-35 0.07770500000000001 -0.079829999999999984 0.088405000000000011 -1.0000000180025095e-35 -0.0050599999999999994 -0.087319999999999995 -0.03241999999999999 0.11351500000000002 0.094925000000000023 0.084775000000000017 0.11524500000000001 0.12330000000000001 -0.5492149999999999 -0.53255499999999989 0.039620000000000009 0.084010000000000015 -0.16075999999999999 0.082925000000000013 0.40674500000000008 -0.064804999999999988 0.081010000000000013 -0.073309999999999986 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 6 7 -5 8 -2 -4 -10 11 -7 -13 15 -15 -3 17 21 -19 -20 -21 23 -23 -1 25 -25 27 -26 29 -28
right_child=4 13 3 5 -6 10 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 19 20 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.010553209208592308 0.0026151870204473458 0.010787437092512847 0.01250107551459223 -0.0027205352595521381 -0.0037034210128088795 0.0015793416773158245 0.00067881106631830336 0.0084791658356642499 0.0066454789159811917 0.011692015946443592 -0.0011768986864591994 0.005017700931421132 0.013209273763932289 -0.0056059930333867674 0.0039249032893816814 0.00079548208131676639 0.0017705499671310896 -0.0014757009036839011 0.014005237062727766 -4.3182342778891323e-06 0.0074011781621203063 0.016985544718697603 0.0087445827877309073 0.0069866322952208959 0.0068288038357753643 0.0012469426530878991 0.0082020923893388158 0.016895444994526252 0.013314294278887764 0.00017485710248971978
leaf_weight=114 302 20 26 23 24 40 20 26 523 35 21 64 20 20 28 21 21 30 28 34 159 29 160 860 22 40 311 35 35 30
leaf_count=114 302 20 26 23 24 40 20 26 523 35 21 64 20 20 28 21 21 30 28 34 159 29 160 860 22 40 311 35 35 30
internal_value=0 0.00703986 0.00718774 0.00619769 0.00261751 0.0033405 0.0069924 0.00308001 0.00720862 0.00696202 0.00430191 0.00522977 0.00696808 0.00258687 -4.63035e-05 0.00566961 0.00758833 0.00765307 0.00607377 0.00709858 0.00609658 0.00789537 0.0100091 0.00761929 0.00736838 0.00673153 0.00869208 0.0130101 0.00803749 0.00749588
internal_weight=0 2769 2680 772 352 168 604 328 584 558 145 124 84 89 48 41 1908 1887 251 221 193 1636 189 1447 1333 900 433 57 376 341
internal_count=3121 2769 2680 772 352 168 604 328 584 558 145 124 84 89 48 41 1908 1887 251 221 193 1636 189 1447 1333 900 433 57 376 341
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 3 4 2 0 43 3 0 15 47 13 39 0 2 4 3 0 4 15 40 10 4
split_gain=26.0755 3.28704 2.92284 2.31551 1.49126 1.23255 1.12658 0.997333 0.940363 0.665172 0.654908 0.521931 0.514501 0.441249 0.476027 0.430592 0.480285 0.423159 0.399596 0.38386 0.373232 0.354971 0.340693 0.588837 0.324141 0.310332 0.547232 0.267467 0.254922 0.238148
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.092390000000000014 0.089410000000000003 0.090285000000000018 -0.16363499999999997 0.40473500000000007 -0.11171999999999999 0.033845000000000007 0.17025000000000004 -0.14832499999999996 -0.025214999999999998 0.30112000000000005 -0.093584999999999988 0.13592500000000005 0.077555000000000013 -0.016469999999999995 0.093755000000000019 -0.066089999999999996 0.10252500000000002 -0.062539999999999984 0.092670000000000016 -0.11242999999999999 0.41379000000000005 -0.053579999999999996 -0.074429999999999982 -0.38124499999999995 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 9 13 12 -6 -7 -1 15 18 -4 -3 25 -8 -17 22 -5 -20 21 27 -11 -24 -14 26 -15 -9 -13 -2
right_child=1 3 6 11 7 8 10 20 -10 17 -12 28 24 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052268019600646342 0.00099403674413901561 0.00029092027420089448 0.0011330855218617526 0.00015375464866499894 0.00090524640009702567 0.00076094783440816636 0.0010361356444294331 0.00054309787466099455 0.0003542809982272778 0.00094226797216734933 0.00073334887997981893 0.00011828193614829868 0.00074270582922241271 0.00082721120867940417 0.00029229238538795873 0.00086329475234367208 0.00056248265314224602 0.0010627399792200794 0.00055622309625142686 0.00019764979198220585 0.00030579598480765321 0.00046915267706040814 0.00082359914638724071 0.00046829212151481078 0.00093190456260194583 0.00042096718565029777 0.00039928638221075138 0.00080492769033203707 -0.0001694697483132283 0.00072686392480455098
leaf_weight=26 29 122 48 77 31 69 54 30 32 57 171 29 36 27 48 722 21 32 24 22 26 71 97 22 1057 48 20 30 20 23
leaf_count=26 29 122 48 77 31 69 54 30 32 57 171 29 36 27 48 722 21 32 24 22 26 71 97 22 1057 48 20 30 20 23
internal_value=0 0.000405109 0.000862851 0.000359608 0.000713891 0.000447791 0.000892657 0.000583851 0.000632103 0.000818368 0.000843456 0.000171962 0.000934398 0.000377544 0.000451447 0.000867079 0.000854793 0.000855329 0.000240136 0.000384732 0.00052039 0.000562982 0.000817618 0.000757912 0.000925673 0.000531862 0.000645116 0.000674013 8.32269e-07 0.000875864
internal_weight=0 590 2531 538 422 366 2109 188 101 234 968 172 1141 265 143 797 743 208 123 46 157 131 176 119 1093 95 47 60 49 52
internal_count=3121 590 2531 538 422 366 2109 188 101 234 968 172 1141 265 143 797 743 208 123 46 157 131 176 119 1093 95 47 60 49 52
is_linear=0
shrinkage=0.00196078


Tree=4207
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 14 1 16 0 15 43 43 4 15 2 1 16 4 47 401 4 158 151 159 149 49 2 0 1456 3 132
split_gain=0.609632 0.174347 0.112578 0.1281 0.099221 0.0914779 0.0858716 0.167305 0.109951 0.101384 0.108841 0.129514 0.169653 0.108676 0.0983294 0.0936622 0.0931014 0.0774166 0.0767114 0.0724714 0.0795168 0.0965687 0.0741909 0.0725954 0.072173 0.234367 0.0903638 0.0946082 0.0905869 0.0832234
threshold=0.12000500000000001 0.051320000000000005 -0.089679999999999982 -0.27302499999999996 0.081185000000000021 0.16773500000000005 0.15273500000000004 0.051010000000000007 0.024640000000000006 -0.11720999999999999 -0.078139999999999973 -0.0016099999999999997 -1.0000000180025095e-35 0.086825000000000013 0.10234000000000001 0.24134000000000003 1.0000000180025095e-35 0.085505000000000012 0.085900000000000018 0.053180000000000012 0.085030000000000008 0.0033600000000000006 0.10904500000000002 0.079625000000000015 -0.081404999999999991 0.087470000000000006 -0.092404999999999973 -0.006794999999999999 -0.045649999999999989 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 17 7 8 9 -5 16 12 -12 -13 -9 -8 -11 18 -2 23 21 -21 -22 24 25 -3 27 -26 29 -28
right_child=5 19 3 4 -6 -7 15 14 -10 10 11 13 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0019623551610857249 0.0024487610742910722 0.011906032956072263 -0.0019888688677123616 0.010999592779011563 0.011880339613115347 -0.0036525504481371334 0.014109571972353893 -0.0050837611537038665 0.012956646382808685 0.0041056436988852777 0.0057676618751616058 0.012060535836310404 -0.0053807839141449057 0.0059887429021282836 0.0042860896770088447 0.0066419348730640095 -0.0030000928431815868 0.005298668691407769 -0.0040497033763676879 0.0043107991587165466 0.012085600700229408 0.011595369752030821 0.0055267696987892339 0.013166609382175882 0.0032667819887310977 -0.0018680670857429507 0.0094290199677863965 0.010359560837969184 0.00084647197897235555 0.0071964157231926354
leaf_weight=20 198 21 21 29 27 23 22 24 20 54 39 37 21 145 21 71 28 93 20 202 35 20 34 23 21 30 189 180 21 1432
leaf_count=20 198 21 21 29 27 23 22 24 20 54 39 37 21 145 21 71 28 93 20 202 35 20 34 23 21 30 189 180 21 1432
internal_value=0 0.00695406 0.00540952 0.00567328 0.00597236 0.00243302 0.00566019 0.00504873 0.00574363 0.00533496 0.00482794 0.00589483 0.00186571 0.00722312 -0.000711164 0.00840847 0.00167929 0.00288308 0.00185257 0.00735909 0.00588864 0.00496707 0.00885371 0.0075823 0.00751449 0.00380362 0.00761717 0.00961852 0.00737219 0.00745673
internal_weight=0 2787 579 559 538 334 511 418 373 353 324 242 60 182 45 93 82 311 218 2208 291 222 69 1917 1894 51 1843 201 1642 1621
internal_count=3121 2787 579 559 538 334 511 418 373 353 324 242 60 182 45 93 82 311 218 2208 291 222 69 1917 1894 51 1843 201 1642 1621
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 2 4 47 14 47 49 12 1 47 0 51 3 43 0 15 147 2 15 1 49 11
split_gain=29.8961 3.63892 3.3198 2.68662 1.64746 1.1901 1.15374 1.11383 1.06957 0.644626 0.54467 0.476962 0.463998 0.439403 0.42586 0.385245 0.338387 0.332365 0.780757 0.320258 0.339814 0.329955 0.319406 0.413953 0.282361 0.272108 0.312206 0.245034 0.327762 0.238048
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.12958500000000003 0.091545000000000015 0.082585000000000006 -0.16363499999999997 0.11389000000000002 0.033845000000000007 0.091680000000000011 0.076175000000000007 0.077555000000000013 -0.012034999999999999 0.13597000000000004 0.15964000000000003 0.10019500000000002 -0.061629999999999997 -0.10386999999999998 0.092670000000000016 -0.088004999999999986 -0.11437499999999999 -0.095244999999999982 0.088610000000000008 0.11928500000000002 0.013270000000000002 0.10089500000000001 -0.061079999999999988 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 24 12 17 -6 13 15 27 22 19 -2 29 -7 25 -19 -1 21 -21 23 -4 -3 26 -5 28 -10 -8
right_child=1 5 6 7 8 16 10 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010349841201617047 0.00054497012154623747 0.00043521680376706282 0.00099273620505515485 0.00040744367322665363 0.00094166236725187541 0.00018295466646659064 0.00090074351651623784 0.00019537916135746908 0.00072598363936337001 0.00053585276093563055 0.00077432359079397531 0.00076099607674080978 0.0011667035097686633 0.0010963812966256075 0.00086066203250629919 0.00068216924004614393 -5.1791139672421543e-05 0.00084169715652354226 0.00035871240445670014 0.00067137154197471655 0.00061827591184724945 0.00091416059423574982 0.00097208318674281338 0.00060341246139143353 0.00018653988405143847 0.0002762215519618934 0.00070827764108512693 0.00041462128892163537 0.00041855838989802432 0.0010257381489036847
leaf_weight=30 20 107 21 36 31 127 593 58 30 22 154 31 46 33 92 29 29 31 22 28 28 93 1180 21 21 26 21 72 24 65
leaf_count=30 20 107 21 36 31 127 593 58 30 22 154 31 46 33 92 29 29 31 22 28 28 93 1180 21 21 26 21 72 24 65
internal_value=0 0.000414134 0.000904265 0.000562484 0.000745512 0.000254292 0.00093603 0.000422886 0.00060883 0.000855324 0.000879718 0.000543112 0.00097338 0.000888477 0.000804288 0.000903343 0.000139316 0.000519911 0.000641213 0.000850149 0.000812933 0.000857978 0.000966103 0.000798074 0.000394418 0.000442453 0.000518277 0.000489505 0.00058935 0.000913091
internal_weight=0 590 2531 306 422 284 2109 194 188 234 841 157 1268 212 112 687 156 136 53 179 149 121 1222 42 128 83 57 126 54 658
internal_count=3121 590 2531 306 422 284 2109 194 188 234 841 157 1268 212 112 687 156 136 53 179 149 121 1222 42 128 83 57 126 54 658
is_linear=0
shrinkage=0.00196078


Tree=4209
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 2 4 150 52 2 50 49 1 2 1 1 1447 4 1 1 51 447 1
split_gain=56.5056 8.68113 4.67295 4.12209 3.14459 2.77913 2.01451 1.92347 1.68474 1.26562 1.2428 0.921572 1.06991 0.888668 0.762782 0.74365 0.68512 0.65056 0.510859 0.496352 0.417656 0.3908 0.374471 0.364835 0.358561 0.298258 0.292962 0.26861 0.266245 0.26515
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.090050000000000005 -0.15289999999999995 1.0000000180025095e-35 -0.52606999999999993 -0.0091949999999999983 0.041865000000000006 -0.054984999999999992 0.12000500000000001 0.089775000000000008 0.13075500000000004 0.12408500000000001 -0.082954999999999987 0.053180000000000012 0.16175000000000003 0.12958500000000003 0.11144500000000002 0.084065000000000015 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 19 26 11 -4 14 20 16 -9 24 -2 -13 25 -17 -3 27 -5 -15 -22 29 -6 -8 28 -1 -7
right_child=1 4 9 21 17 10 7 13 -10 -11 -12 12 -14 22 -16 18 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051075792693450993 0.0050971007710708246 0.0042805927641251509 0.0049002639700109702 0.0044261312367869354 0.0039117063692072759 0.0049519652250848692 0.004844105394928788 0.0047026701067008226 0.0053540943822870555 0.0044308485956604587 0.0045730845771982933 0.0046693378702149062 0.0045788516016567454 0.0043198487663606254 0.0046177006402269467 0.0045216454288650072 0.0050220273135823199 0.0042017151237792733 0.0048661866159280861 0.0039764148099608035 0.0052350488519356921 0.0041300808097801955 0.0041051862342239643 0.0050111570110373191 0.0048596313207224136 0.0036378872496824642 0.0045450319495855592 0.0049084181211241813 0.0048790909262264471 0.005084657011122139
leaf_weight=998 45 30 34 60 65 203 34 20 76 63 41 23 26 122 28 21 267 26 78 66 30 24 42 416 114 20 20 28 20 81
leaf_count=998 45 30 34 60 65 203 34 20 76 63 41 23 26 122 28 21 267 26 78 66 30 24 42 416 114 20 20 28 20 81
internal_value=0 0.00437562 0.00501714 0.00468674 0.00421622 0.00503454 0.00431124 0.00440795 0.00506811 0.00459539 0.00489914 0.00505608 0.00495989 0.00431246 0.00493052 0.0048881 0.00499406 0.0039303 0.0047931 0.00407147 0.00507646 0.00434155 0.00426487 0.00502622 0.00495252 0.00384728 0.00473334 0.00509788 0.00510309 0.00498981
internal_weight=0 673 2448 228 445 2351 334 238 1884 97 467 1808 316 184 426 144 290 111 99 96 1492 84 164 446 398 85 54 1046 1018 284
internal_count=3121 673 2448 228 445 2351 334 238 1884 97 467 1808 316 184 426 144 290 111 99 96 1492 84 164 446 398 85 54 1046 1018 284
is_linear=0
shrinkage=0.00196078


Tree=4210
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 376 4 3 3 0 2 14 4 52 2 0 2 2 12 4 15 0 0 1 1 2 4 16
split_gain=52.2493 6.53847 5.69872 4.31462 3.06735 2.37875 2.22181 1.755 1.40645 1.20325 1.28038 1.04141 1.02408 0.99852 0.811108 0.800467 0.946499 0.837696 0.577209 0.925894 0.527591 0.513009 0.998769 0.655684 0.492676 0.569595 0.435414 0.413209 0.37304 0.364678
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.10803500000000001 0.09141500000000001 0.080200000000000007 -0.17966999999999997 0.30112000000000005 0.12745000000000004 -0.23194499999999998 0.13501500000000002 0.076175000000000007 -0.0086549999999999978 0.08257500000000001 0.10381000000000001 -0.078904999999999989 0.13404500000000005 -1.0000000180025095e-35 -0.42850999999999995 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.10836499999999999 0.075045000000000014 0.096255000000000021 0.15950500000000004 -0.036839999999999991 -0.077879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 5 11 7 13 -3 -6 10 18 -1 14 24 29 16 17 26 19 -5 -11 23 -23 -13 25 -4 -10 -22 -2 -8
right_child=1 3 6 9 8 -7 12 -9 15 20 -12 21 -14 -15 -16 -17 -18 -19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001834713541462672 0.0016258636102876281 0.0013098497824994304 0.001503016952418601 0.00053923713202312185 0.0014853674303422165 0.00078104663023887918 0.0015632523729992816 0.00071191557496786111 0.0013238814048597267 0.00058866462841062803 0.00099543988022106344 0.0016296265699092536 0.0011033829845374446 0.0018400628535745495 0.0013443260571299194 0.0013877572329074092 0.00079181310982485997 0.00085061451477000654 0.00044954483727762984 0.00097804190784806433 0.00041520388366482339 0.0014057583807053581 0.00096054414644005791 0.0012246384778443504 0.0015551201738868536 0.0011039353662407865 0.0010137769716237885 7.6881630659001772e-05 0.0012914787930295901 0.0014515429194085674
leaf_weight=22 29 77 44 51 31 162 151 25 49 34 37 51 36 46 237 22 60 36 65 29 35 76 26 22 1136 20 27 23 23 439
leaf_count=22 29 77 44 51 31 162 151 25 49 34 37 51 36 46 237 22 60 36 65 29 35 76 26 22 1136 20 27 23 23 439
internal_value=0 0.000814019 0.00146197 0.000749846 0.00125398 0.000928734 0.00150359 0.0011633 0.00109756 0.000577485 0.000669868 0.00143263 0.00142712 0.00155656 0.00144121 0.00103559 0.000990541 0.001097 0.000586791 0.000698304 0.000394728 0.00138208 0.00129227 0.00150758 0.00154569 0.0013783 0.00121371 0.000281042 0.00147796 0.00148013
internal_weight=0 590 2531 538 422 264 2109 102 225 274 182 197 863 1246 827 194 172 112 145 80 92 175 102 73 1200 64 76 58 52 590
internal_count=3121 590 2531 538 422 264 2109 102 225 274 182 197 863 1246 827 194 172 112 145 80 92 175 102 73 1200 64 76 58 52 590
is_linear=0
shrinkage=0.00196078


Tree=4211
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 2 2 2 14 47 12 2 4 47 0 15 1 51 11 1 3 1 16 52 157 40
split_gain=31.4906 3.85569 3.55086 1.94987 1.80739 1.52977 1.1975 1.15058 0.856719 0.845157 0.910822 0.735381 0.56431 0.556723 0.477642 0.470804 0.45093 0.416976 0.389435 0.455845 0.373498 0.366541 0.348238 0.32366 0.312194 0.300246 0.299669 0.301836 0.297779 0.25469
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090285000000000018 -0.16363499999999997 0.033845000000000007 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.076175000000000007 0.077555000000000013 0.13597000000000004 0.11704500000000001 -0.04890499999999999 0.091680000000000011 -0.11242999999999999 -0.095244999999999982 0.12408500000000001 -0.11559499999999999 0.080455000000000013 0.12958500000000003 0.092670000000000016 0.16175000000000003 0.19444000000000003 -0.51296999999999993 -0.08107499999999998 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 11 9 12 -6 14 29 23 13 18 21 22 -2 -12 -9 19 -4 -18 -1 26 -11 -23 -7 28 -28 -8 -3
right_child=1 5 6 -5 7 25 8 17 -10 10 16 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011750163481475694 0.00097505515066462775 0.0004362557081629137 0.0011261622943714554 0.00051111249352981834 0.0010679794844195181 0.00026008703789728529 0.00086085637215695349 0.00060448918115217761 0.00088631207730611268 0.00098542982623690649 0.0007675364328657879 0.00063973431778015862 0.0013187598589512394 0.0012503830683918418 0.00079224470340375397 0.00064405974302002614 0.00052252886388917143 0.00085833445804018075 0.0011044551261130552 0.00071714965380900893 0.00031735085699992289 0.00097799989779838534 0.0011836475830330011 0.00063689853585160831 0.00075148522168740463 -5.1680919266437165e-06 0.0010352715123899464 0.00080874792807131138 0.0010611962079636605 0.00022614060090739174
leaf_weight=29 95 42 20 75 31 75 30 126 171 21 20 22 46 33 29 20 103 31 1053 22 51 121 67 20 29 21 49 42 580 47
leaf_count=29 95 42 20 75 31 75 30 126 171 21 20 22 46 33 29 20 103 31 1053 22 51 121 67 20 29 21 49 42 580 47
internal_value=0 0.000527089 0.00103012 0.000757078 0.000865935 0.000417844 0.00106297 0.000722773 0.00101225 0.000485985 0.000552503 0.000980954 0.00110601 0.00101636 0.00103927 0.000917491 0.000490552 0.000654611 0.00109707 0.000911918 0.00045458 0.000973221 0.00104859 0.000815415 0.000934207 0.000202062 0.00103569 0.000930722 0.00105134 0.000325296
internal_weight=0 590 2531 190 422 400 2109 188 968 304 215 234 1141 212 797 115 174 157 1095 42 154 179 768 41 150 96 701 91 610 89
internal_count=3121 590 2531 190 422 400 2109 188 968 304 215 234 1141 212 797 115 174 157 1095 42 154 179 768 41 150 96 701 91 610 89
is_linear=0
shrinkage=0.00196078


Tree=4212
num_leaves=31
num_cat=0
split_feature=1 12 3 4 376 2 4 16 44 4 474 1 151 16 3 0 132 3 14 12 12 43 43 131 43 52 2 2 483 160
split_gain=1.17684 0.190697 0.182832 0.155804 0.227899 0.169577 0.123827 0.200737 0.117129 0.148831 0.162307 0.162575 0.0909287 0.103943 0.120998 0.0964657 0.090008 0.145539 0.0883582 0.0878409 0.08731 0.112033 0.116797 0.110363 0.121869 0.104797 0.122155 0.084366 0.100217 0.0838458
threshold=0.11146500000000002 0.051320000000000005 0.31299000000000005 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.04890499999999999 -0.008904999999999998 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.044604999999999992 -0.039889999999999988 0.086245000000000016 -0.084804999999999978 0.10613500000000002 0.42240500000000009 -0.47013499999999991 0.092465000000000006 0.086700000000000013 0.08845500000000002 0.042785000000000004 0.098515000000000005 -0.11720999999999999 0.11808500000000001 0.091185000000000002 0.088745000000000004 -0.095084999999999989 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 19 -7 -8 9 -1 11 12 -11 14 -14 -15 17 -4 -5 -2 21 22 23 24 -3 26 27 28 -26 -30
right_child=2 20 16 18 -6 6 7 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.014608480819087062 0.019206613674759867 0.019776314562384753 0.005052991297919876 0.012821019449759097 0.0014956589516562722 0.014437330775679305 0.010167384605454065 -0.0017603891469272122 0.017638635442459159 0.016802461801959975 0.0017387318885250188 0.008266138963333532 0.011707085641683081 0.020261149383371785 0.0035031134857854344 0.011295207761161562 0.0094813604888398777 -0.0047020016284659502 0.005916844553143211 0.012760560587048532 0.013164385482564316 0.021580361244692047 0.0077590180668406757 0.0081131270490586768 0.021539976292600238 0.0090906995239064987 0.02164153040200472 0.0090400420329253255 0.01727674846279334 0.013701739826443467
leaf_weight=90 29 47 65 21 24 26 43 21 28 41 22 158 64 21 25 28 26 20 158 78 1510 22 26 25 21 34 25 27 83 313
leaf_count=90 29 47 65 21 24 26 43 21 28 41 22 158 64 21 25 28 26 20 158 78 1510 22 26 25 21 34 25 27 83 313
internal_value=0 0.0131711 0.00792335 0.00891979 0.010696 0.0118168 0.00861778 0.00625358 0.0113636 0.0109723 0.0100607 0.010604 0.0126675 0.011439 0.0094026 0.0151378 0.00433261 0.0027577 0.00672683 0.0145076 0.0135753 0.0145714 0.0143148 0.0146113 0.0149066 0.0144516 0.0148402 0.0144573 0.014808 0.014451
internal_weight=0 2610 511 400 221 197 90 64 477 449 359 337 179 138 89 49 111 85 179 107 2133 623 601 575 550 503 469 444 417 396
internal_count=3121 2610 511 400 221 197 90 64 477 449 359 337 179 138 89 49 111 85 179 107 2133 623 601 575 550 503 469 444 417 396
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 159 12 4 14 0 4 52 1 1 12 4 3 13 2 47 49 147 2 4 3 43 3 4 39
split_gain=46.3736 5.52886 5.2316 3.98191 2.81913 2.17026 1.64468 1.57712 1.2107 1.11534 0.951957 0.933557 0.740653 0.848852 0.677871 0.65196 0.651676 0.571804 0.581726 0.561425 0.605691 0.559929 0.51882 0.473745 0.643415 0.511583 0.389605 0.624736 0.363975 0.358599
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.12958500000000003 0.082585000000000006 0.092550000000000007 -0.17966999999999997 0.076175000000000007 -0.23194499999999998 0.033845000000000007 0.08257500000000001 0.10124500000000002 0.15471500000000002 0.13597000000000004 -0.51253999999999988 -0.10115999999999999 -0.0082249999999999979 0.14285500000000004 0.078345000000000012 -0.012034999999999999 0.088610000000000008 0.098035000000000011 -0.040589999999999994 0.013900000000000001 -0.04890499999999999 0.092670000000000016 -0.068329999999999988 0.087015000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 22 19 9 -6 16 -1 15 13 26 -7 28 -4 18 -18 20 29 -2 -3 24 -12 -26 -10 -28 -9 -5
right_child=1 5 7 6 8 14 -8 11 12 -11 23 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0017535752791134431 0.0009666196249571501 0.00083423403329124638 0.001808722618094234 0.00095258272106887084 0.0014077303380923961 0.00050395535317366853 0.00052318364864138429 0.0014587100829598152 0.00089706074904630532 0.0017734729117237133 0.0015538145039992732 0.0012214558787008111 0.0013291785317521257 0.00079227720855344066 0.00019411425567975567 0.0011113324223377156 0.001085432126594622 0.0014714362019457765 0.0014248670789009747 0.00063076019220704906 0.0011289445619445805 0.0013286094658413405 0.0004971473329082257 0.0011830918980994458 0.0013901892875294519 0.0010105932053147244 0.0013081188565667937 0.00090255938988029704 0.0013597188710733035 0.00064091733957718849
leaf_weight=22 20 107 21 40 31 121 58 307 33 47 53 142 22 76 35 29 30 1211 55 22 52 92 21 62 39 21 40 23 267 22
leaf_count=22 20 107 21 40 31 121 58 307 33 47 53 142 22 76 35 29 30 1211 55 22 52 92 21 62 39 21 40 23 267 22
internal_value=0 0.000786729 0.00139716 0.00096959 0.00119788 0.000589703 0.000799639 0.00143704 0.00104792 0.00147667 0.00136915 0.00136449 0.000990421 0.000947091 0.00043444 0.00139817 0.00146608 0.00146052 0.00130507 0.000917539 0.000972883 0.00126397 0.000778931 0.00132082 0.00139639 0.00125733 0.00106965 0.00116006 0.00141266 0.000841992
internal_weight=0 590 2531 306 422 284 194 2109 225 1364 197 745 194 172 156 603 1317 1296 85 136 114 112 128 175 113 60 96 63 574 62
internal_count=3121 590 2531 306 422 284 194 2109 225 1364 197 745 194 172 156 603 1317 1296 85 136 114 112 128 175 113 60 96 63 574 62
is_linear=0
shrinkage=0.00196078


Tree=4214
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 12 47 4 4 0 0 4 2 2 4 11 11 0 12 11 52 51 4 2 1 47 15 4 43 43
split_gain=27.3521 3.56175 2.908 1.95284 1.88149 1.12501 1.084 0.949196 0.792935 0.802485 0.692162 0.638663 0.638166 0.514764 0.611444 0.45872 0.586275 0.479358 0.456311 0.414724 0.388237 0.353316 0.351685 0.332932 0.315487 0.313163 0.286486 0.477801 0.268495 0.266109
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.08864000000000001 0.085055000000000006 0.090285000000000018 0.12958500000000003 0.23246000000000003 -0.16363499999999997 -0.066089999999999996 -0.23194499999999998 0.033845000000000007 0.092235000000000025 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.080150000000000013 -0.11242999999999999 0.13597000000000004 0.080455000000000013 1.0000000180025095e-35 -0.10386999999999998 -0.15464999999999998 0.10402500000000002 0.14089500000000002 0.10350500000000001 -1.0000000180025095e-35 -0.046564999999999988 -0.04890499999999999 -0.081289999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 29 15 13 25 -5 12 -1 18 28 14 -3 17 -17 -4 19 22 23 -12 -7 -14 -8 -6 -23 -28 -10 -2
right_child=1 6 5 8 7 11 24 -9 9 -11 21 -13 20 -15 -16 16 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013700183700112735 0.00046356238891552759 0.00064110785741418449 0.00087600702235051309 0.0010460663300936295 0.0011666391501385792 0.0008429972856652503 0.00083471426554971098 0.00067703975805507677 0.00073918553544025795 0.00041838687654135944 0.0011553734989401092 0.00092008119294599935 0.00077979135968702881 0.00026047032404399558 0.00036233032750386871 0.0014437803640274631 0.0011138135953512995 0.0011161059791001938 0.0008107008333138471 0.0012086435884263453 0.00092053768097185619 0.0010315956766003961 0.0010566199458710345 0.00051369859800473149 0.00050979736461943272 0.0009197135077102991 0.00097665541071994513 0.00060223418050536922 0.0010122298884300885 0.00064317763183025921
leaf_weight=22 41 43 33 35 40 31 27 41 20 28 43 171 29 97 102 37 47 1024 29 67 20 74 670 48 20 39 38 20 45 140
leaf_count=22 41 43 33 35 40 31 27 41 20 28 43 171 29 97 102 37 47 1024 29 67 20 74 670 48 20 39 38 20 45 140
internal_value=0 0.000579438 0.00104825 0.00089967 0.000728717 0.00107798 0.000423959 0.000919109 0.00077486 0.000724901 0.00104222 0.00102881 0.000777878 0.000371037 0.000445002 0.00111969 0.00125916 0.00110861 0.00105214 0.00106126 0.000677136 0.00100101 0.00104717 0.000613915 0.000696452 0.00104474 0.000950725 0.000847545 0.000928216 0.000602491
internal_weight=0 590 2531 422 301 2109 289 120 225 190 197 968 162 242 145 1141 84 1057 797 768 97 175 701 77 47 79 132 58 65 181
internal_count=3121 590 2531 422 301 2109 289 120 225 190 197 968 162 242 145 1141 84 1057 797 768 97 175 701 77 47 79 132 58 65 181
is_linear=0
shrinkage=0.00196078


Tree=4215
num_leaves=31
num_cat=0
split_feature=1 52 1 12 3 3 50 33 51 13 457 34 2 10 123 12 42 0 156 16 14 403 52 49 1 4 43 15 11 15
split_gain=1.31318 0.229562 0.188904 0.172536 0.144258 0.140125 0.115545 0.126448 0.119306 0.106717 0.105775 0.105024 0.112374 0.126958 0.112914 0.0978888 0.0964928 0.0945365 0.0818431 0.0918099 0.131916 0.0783457 0.0781516 0.0977986 0.140134 0.0769057 0.0753403 0.0875362 0.0681539 0.138454
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.051320000000000005 0.11924500000000002 -0.11171999999999999 0.14026500000000003 0.08573500000000002 -0.24351499999999995 -0.004174999999999999 0.089030000000000012 -0.038779999999999995 0.10981000000000002 0.09820000000000001 0.11679000000000002 0.099815000000000015 0.090545000000000014 -0.019414999999999998 0.096220000000000014 -0.046599999999999996 -0.10708499999999999 -1.0000000180025095e-35 -0.075329999999999994 -1.0000000180025095e-35 0.12165500000000001 -0.14098499999999997 -0.073404999999999984 -0.077844999999999984 1.0000000180025095e-35 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 6 4 5 25 7 8 -3 21 -11 -10 13 -13 18 28 -2 -4 19 20 -14 -7 -22 -24 -25 -1 27 -17 -5 -30
right_child=1 2 17 15 -6 9 -8 -9 11 10 -12 12 14 -15 -16 26 -18 -19 -20 -21 22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.011051522768102588 0.018586506601423025 0.014380723827828965 0.0055225828634942638 0.014084126392191585 0.0051148939305373162 0.016268490183921087 0.015378016280010343 0.015506781359934912 0.0021243163458022634 0.01493024465836363 0.0084910301876993024 0.014258606156626559 0.014985113905831463 0.0057524712478165645 -0.00033973319278586479 0.019128525083263716 0.0097365284859816641 -0.0024941621775118016 0.011932318948322175 0.0021280383850496849 0.011619811996817589 0.0096261903147577595 0.0012660659992099299 0.011789117204264189 0.0036806267458311423 0.0022819323465228082 0.011328500673613129 0.012845444325999673 0.014161843062397473 0.020672123247225369
leaf_weight=20 28 24 38 1637 30 21 22 21 38 212 29 47 21 28 21 30 22 24 33 38 25 115 38 39 47 20 221 85 98 49
leaf_count=20 28 24 38 1637 30 21 22 21 38 212 29 47 21 28 21 30 22 24 33 38 25 115 38 39 47 20 221 85 98 49
internal_value=0 0.00822965 0.00758849 0.013598 0.0118126 0.0122944 0.00831357 0.00794353 0.00754547 0.0128915 0.0141554 0.00710801 0.00766997 0.011083 0.00669296 0.0139744 0.0146925 0.00241933 0.00730577 0.00657175 0.00756505 0.0106518 0.00651927 0.00549093 0.00735773 0.00666673 0.0124087 0.0144845 0.0142693 0.0163319
internal_weight=0 554 504 2567 447 417 442 420 399 377 241 375 337 75 262 2120 50 62 241 208 170 136 149 124 86 40 336 115 1784 147
internal_count=3121 554 504 2567 447 417 442 420 399 377 241 375 337 75 262 2120 50 62 241 208 170 136 149 124 86 40 336 115 1784 147
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 47 14 2 1 2 3 0 15 4 15 15 12 4 15 150 0 1 15 4 10 160 15 16
split_gain=32.8356 5.78953 3.05055 2.63071 1.60501 1.59958 1.36718 1.22415 1.08757 0.872233 0.819737 0.680838 0.639248 0.607688 0.928277 0.563484 0.517491 0.503441 0.471456 0.574694 0.393561 0.36075 0.355023 0.366964 0.33352 0.333312 0.329511 0.316886 0.291758 0.285061
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.099185000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.14285500000000004 -0.014944999999999998 -0.10096999999999999 -0.11033999999999998 0.27834500000000006 0.083195000000000005 -0.008624999999999999 0.09141500000000001 -0.52556499999999995 -0.41942499999999994 1.0000000180025095e-35 -0.076899999999999982 0.087325000000000014 0.013270000000000002 0.057560000000000007 -0.39453499999999991 -0.067824999999999983 0.09006500000000002 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 6 12 11 13 21 -5 15 -3 14 -1 -4 17 29 19 -15 -13 25 -21 -24 -20 -6 -22 -17 -26 -16
right_child=1 2 7 10 9 -7 -8 -9 -10 -11 -12 20 -14 18 16 27 -18 -19 24 22 26 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0013095966669483797 0.0011966683266547934 0.00086958469211251711 0.00070726334460570375 0.0010946338231468007 0.0011527112507775611 0.00064600940665287068 0.0011092500701868492 0.0008024540677381394 0.0014385884189430404 0.00080623056643585917 0.00071468540130985997 0.00045469346583071183 0.00043539935241514773 0.0015541004756140331 0.00092676291832219956 0.00063270538130684581 0.001267401959178596 0.00068630680365635612 0.0010883907434818115 0.0012361602388458127 0.0003919017539772997 0.00087272579259744371 0.0011893030232603444 0.00089706047042425162 0.0013129479665169742 0.0010186887139895086 9.3143848227519621e-05 0.00037118601507571294 0.0011660666048091478 0.0011667804877742442
leaf_weight=53 76 32 39 34 296 215 69 37 76 41 61 37 22 21 52 23 23 23 166 1048 22 24 53 24 66 94 40 79 245 30
leaf_count=53 76 32 39 34 296 215 69 37 76 41 61 37 22 21 52 23 23 23 166 1048 22 24 53 24 66 94 40 79 245 30
internal_value=0 0.000686113 0.00062302 0.00117052 0.00118353 0.000748035 0.000926372 0.000470474 0.00120882 0.00107903 0.000850667 0.000419294 0.000692694 0.00119914 0.00109138 0.000506803 0.00100102 0.000942668 0.00121116 0.00123272 0.000294659 0.00110605 0.00122672 0.00109821 0.00115936 0.00112041 0.000199155 0.000430156 0.00119724 0.00101457
internal_weight=0 691 615 2430 2335 338 123 277 1880 455 95 240 54 1804 181 141 128 105 1623 1146 99 414 1125 77 477 390 62 102 311 82
internal_count=3121 691 615 2430 2335 338 123 277 1880 455 95 240 54 1804 181 141 128 105 1623 1146 99 414 1125 77 477 390 62 102 311 82
is_linear=0
shrinkage=0.00196078


Tree=4217
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 2 47 1 14 2 4 3 1447 1 43 147 160 3 12 4 1 43 43 1 4 15 1420
split_gain=38.7867 6.37512 4.1317 3.27683 2.07359 1.92466 1.5075 1.38889 1.17321 1.13705 0.841652 0.767076 0.733366 0.691255 0.679656 0.526834 0.515393 0.369899 0.356537 0.330366 0.335197 0.317979 0.316057 0.714299 0.36378 0.375478 0.315715 0.313072 0.303081 0.2898
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.14122000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.27834500000000006 0.089775000000000008 0.13082500000000002 0.077845000000000011 0.062655000000000016 0.14285500000000004 0.27834500000000006 -0.014944999999999998 -0.082869999999999985 0.086920000000000011 -0.080324999999999994 0.08955500000000001 -0.067824999999999983 -0.0025099999999999996 0.082480000000000012 -0.013514999999999998 0.088975000000000012 0.064745000000000011 0.12266000000000001 0.14699000000000004 -0.036839999999999991 -0.40580499999999992 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 5 4 7 6 14 8 11 12 -5 16 13 -4 -3 -10 29 -12 -7 -15 -21 -18 24 -24 -17 -26 -14 -2 -28 -1
right_child=1 2 9 10 -6 18 -8 -9 15 -11 17 -13 26 19 -16 22 21 -19 -20 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0015386117872502724 0.0013467213729273615 0.00094512718337058437 0.00075298943175232359 0.0011881947376522696 0.00083712914380472501 0.00073334941738154122 0.0012001434665540635 0.00080259677788079139 0.0014457127178500013 0.00080941746225575634 0.0008784323825058362 0.0015413914236090593 0.00041394393348083029 0.00065288135824758385 0.00049742953171173299 0.0012801731393898479 0.0011112436236389443 0.00056005323451815872 0.00050604313244992502 0.0005152068757805589 0.00025974196720840957 0.001275569621400506 0.0012034633143869389 0.00088357786957156913 0.00094054206969781159 0.0012310493208614048 0.00035816684622382293 0.0010652932243632113 3.9548323842775975e-05 0.0013324227584454575
leaf_weight=27 55 32 39 28 41 184 69 23 42 37 47 59 53 23 22 383 52 20 31 39 40 350 360 29 26 50 22 21 24 893
leaf_count=27 55 32 39 28 41 184 69 23 42 37 47 59 53 23 22 383 52 20 31 39 40 350 360 29 26 50 22 21 24 893
internal_value=0 0.000733204 0.000666997 0.00125968 0.0012742 0.000812488 0.00100811 0.00128201 0.00128687 0.000489465 0.000902704 0.00132264 0.000440139 0.000530962 0.000762732 0.00123135 0.00131288 0.000783394 0.000700575 0.000446069 0.000385858 0.00125431 0.00122074 0.00117962 0.00125558 0.00113167 0.000310786 0.00126896 0.000191931 0.00133847
internal_weight=0 691 615 2430 2335 338 123 2294 2271 277 95 1381 240 141 54 890 1322 67 215 102 79 402 848 389 459 76 99 76 46 920
internal_count=3121 691 615 2430 2335 338 123 2294 2271 277 95 1381 240 141 54 890 1322 67 215 102 79 402 848 389 459 76 99 76 46 920
is_linear=0
shrinkage=0.00196078


Tree=4218
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 0 1 47 4 12 0 4 15 47 475 48 12 52 0 12 15 13 43
split_gain=35.9249 6.07547 3.60273 2.78237 1.87327 1.67891 1.23259 1.09846 0.895964 0.885753 0.877499 0.780755 0.621392 0.746778 0.641015 0.589482 0.503793 0.432022 0.422518 0.369946 0.344787 0.336338 0.379263 0.418346 0.335984 0.320862 0.320527 0.280792 0.242882 0.234829
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.11474000000000002 0.14838000000000004 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.27834500000000006 0.09141500000000001 -0.15202999999999997 -0.52556499999999995 0.013270000000000002 0.090100000000000013 -0.066784999999999983 0.082620000000000013 0.09141500000000001 -0.067494999999999986 -0.07929499999999999 0.084100000000000022 0.09006500000000002 -0.0062949999999999994 -0.087324999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 12 11 21 -5 -6 15 13 17 24 -4 18 -1 -14 -18 29 -7 -23 -24 -15 -20 -19 -21 -17 -3
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 -13 16 14 -16 28 19 26 25 27 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013187341042695043 0.0010752376630302552 0.00029222039644225206 0.00055726349107931817 0.00098356519886985357 0.00093853406723533696 0.0011371067532676736 0.0013369566151864418 0.00063629042279225972 0.00068555611481026907 0.0005886138344081181 0.00052451932603327577 0.00012092713195305355 0.0013844107448394139 0.0008547801653634009 0.0010958805565943802 0.00023230911600484301 0.00097294844401600252 0.00083381926042461825 0.0011278468164164046 0.0011997733891576934 0.0007130131778288998 0.00099849971039439296 0.00061872032806848927 0.00095547102766815298 0.00053305734604067515 0.0010243131702999003 0.0010903147771793183 0.0010557409859011946 0.00044226989630056699 0.00051624247428245639
leaf_weight=23 76 20 41 34 81 52 79 37 41 61 26 84 23 26 23 87 172 26 1003 66 32 274 23 37 24 130 67 246 28 179
leaf_count=23 76 20 41 34 81 52 79 37 41 61 26 84 23 26 23 87 172 26 1003 66 32 274 23 37 24 130 67 246 28 179
internal_value=0 0.000552226 0.000487593 0.0010589 0.000623453 0.00107229 0.00109716 0.000321815 0.000961146 0.000729965 0.000837932 0.000273334 0.0010868 0.00098034 0.000824971 0.000355399 0.00109907 0.00107811 0.00112131 0.00104596 0.000524105 0.000990418 0.000967581 0.000826383 0.000700353 0.00111597 0.00101861 0.00108621 0.00028343 0.000493728
internal_weight=0 691 615 2430 338 2335 1908 277 427 95 107 240 1829 189 73 156 1640 116 1156 484 231 386 334 60 50 1133 93 312 115 199
internal_count=3121 691 615 2430 338 2335 1908 277 427 95 107 240 1829 189 73 156 1640 116 1156 484 231 386 334 60 50 1133 93 312 115 199
is_linear=0
shrinkage=0.00196078


Tree=4219
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 4 0 15 150 0 4 1 475 47 2 2 13 10 3 43 0 3 1 3
split_gain=40.3478 6.44157 3.92074 3.54788 2.68898 2.22613 1.55074 1.18274 1.15024 1.09606 0.87935 0.706458 0.933487 0.835378 0.685877 0.501526 0.602951 0.482258 0.474809 0.457285 0.366596 0.359272 0.315133 0.305499 0.30446 0.414156 0.320541 0.52134 0.287472 0.286498
threshold=0.10538500000000002 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.14530500000000005 0.092845000000000025 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 -0.07550999999999998 0.093140000000000014 0.14122000000000004 0.17025000000000004 -0.016469999999999995 -0.38851999999999992 0.30112000000000005 -0.04890499999999999 -0.22491999999999998 -0.0049599999999999991 0.12337000000000002 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 -6 21 11 14 -5 12 13 -1 18 -14 -17 -13 -7 -19 24 22 -4 -23 25 28 -27 -28 -3 -18
right_child=1 2 7 10 6 9 -8 -9 -10 -11 -12 17 15 -15 -16 16 29 19 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012201972299422956 0.0010843864140914416 0.00049567148390501723 0.00016478320358396113 0.00094990465981529442 0.0009717637523367381 0.001184959742108721 0.00049680859115501031 0.00065305822902856877 0.0013502783910619854 0.00062608623000628809 0.00056793250456914194 0.0010570092823359097 0.0011514770736253382 0.00077271446464373102 0.00070182064941617017 0.0013817108322795597 0.00088578118454842329 0.00059443287697492854 0.00098645294839793014 0.00097719834934847016 0.00026391905650277348 0.00017549497693651863 0.00037452600532003534 -0.00013327101028047885 0.00034536250440300894 0.00047458134636985729 0.00049036972137058484 0.00086110317114354519 0.0002523422910789259 0.001071427155660032
leaf_weight=23 72 84 80 37 82 54 39 23 79 34 62 108 1173 53 29 23 35 20 326 30 30 28 42 22 44 37 25 35 24 368
leaf_count=23 72 84 80 37 82 54 39 23 79 34 62 108 1173 53 29 23 35 20 326 30 30 28 42 22 44 37 25 35 24 368
internal_value=0 0.000530456 0.000463426 0.00107432 0.000574559 0.0010896 0.000818679 0.000235461 0.00111862 0.000964359 0.00071069 0.00110864 0.00112046 0.000908137 0.00099248 0.00113055 0.00107293 0.000983301 0.00101466 0.000824092 0.000468686 0.00017962 0.00023699 3.96379e-05 0.000493357 0.000525122 0.000618117 0.000706631 0.000441598 0.0010553
internal_weight=0 667 595 2454 400 2355 121 195 1912 443 99 1833 1675 76 409 1599 426 158 380 50 279 172 122 50 249 205 97 60 108 403
internal_count=3121 667 595 2454 400 2355 121 195 1912 443 99 1833 1675 76 409 1599 426 158 380 50 279 172 122 50 249 205 97 60 108 403
is_linear=0
shrinkage=0.00196078


Tree=4220
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 4 4 2 4 1 2 11 47 0 47 0 52 1 484 3 14 47 16 1 0 3 49 1
split_gain=49.9427 5.82479 5.32566 3.18392 2.862 2.63265 1.79282 1.502 1.47787 1.08544 0.842025 0.81946 0.814968 0.799429 0.692256 0.784382 0.632198 0.62563 0.552285 0.470598 0.443413 0.418594 0.414272 0.406179 0.4427 0.387708 0.365695 0.357381 0.351086 0.312787
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.091265000000000013 -0.16363499999999997 0.40945500000000007 0.13501500000000002 0.24564500000000003 0.12408500000000001 0.11389000000000002 1.0000000180025095e-35 0.10019500000000002 -0.062294999999999996 0.091680000000000011 -0.15350499999999997 -0.52606999999999993 0.080270000000000022 0.062030000000000009 -0.14847999999999997 0.062655000000000016 0.077555000000000013 0.10994000000000002 0.16175000000000003 -0.050684999999999994 0.092670000000000016 -0.085174999999999987 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 8 10 -6 14 21 13 -10 22 19 17 -16 28 -3 -2 -4 -21 -8 23 24 27 -7 -20 -1 -9 -5
right_child=1 5 6 29 7 25 9 16 11 -11 -12 -13 -14 -15 15 -17 -18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011398016774401565 0.001335393614461776 0.00090664169958937842 0.0013368254686467636 0.00066109336036093095 0.0012479356040613777 0.00025377091851468673 0.0013358858489421119 0.00094536248904093746 0.00060657305898619636 0.00086804407184314786 0.00093531071170234849 0.00029924477569501207 0.00081919655627147713 0.0015342160110919543 0.0010788866020495595 0.00057758045474103851 0.0010264885111710151 0.00053156127053362984 0.0010921066050083512 0.0012724520123088775 0.00099234710187863203 0.0011936042118082123 0.0014704075713314899 0.0013915082139353597 0.0013307819240971615 -4.6795171126375455e-05 0.00079332850003888068 0.00086821311575067614 0.00066763583852463414 0.00038877347357924177
leaf_weight=98 28 21 892 50 31 77 92 21 53 37 22 90 22 65 30 20 31 92 63 393 23 585 22 31 38 21 21 23 105 24
leaf_count=98 28 21 892 50 31 77 92 21 53 37 22 90 22 65 30 20 31 92 63 393 23 585 22 31 38 21 21 23 105 24
internal_value=0 0.000601251 0.00123474 0.000888381 0.00103367 0.000469058 0.00127498 0.000853519 0.000558633 0.00119507 0.00131588 0.00041315 0.00117841 0.00132197 0.000686266 0.000878364 0.00077564 0.000601266 0.00109691 0.00131143 0.00125697 0.00121294 0.00121568 0.00118619 0.00114616 0.000189364 0.00101741 0.00108818 0.000713924 0.000572773
internal_weight=0 590 2531 186 422 404 2109 188 306 714 1395 143 234 1373 163 50 157 113 112 1308 416 677 212 190 159 98 84 121 126 74
internal_count=3121 590 2531 186 422 404 2109 188 306 714 1395 143 234 1373 163 50 157 113 112 1308 416 677 212 190 159 98 84 121 126 74
is_linear=0
shrinkage=0.00196078


Tree=4221
num_leaves=31
num_cat=0
split_feature=1 4 12 155 3 52 52 43 157 2 4 2 12 11 16 49 15 0 158 11 14 1 124 43 2 131 3 13 43 2
split_gain=2.14674 0.331771 0.280885 0.216684 0.165324 0.171108 0.264131 0.18646 0.150019 0.156923 0.144548 0.139184 0.134316 0.142656 0.133003 0.132413 0.123991 0.114687 0.197112 0.113341 0.12939 0.122646 0.108628 0.102873 0.132835 0.174279 0.0996505 0.108529 0.0974403 0.0936246
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.10158500000000002 0.11924500000000002 -0.088614999999999985 0.047850000000000011 -0.010344999999999998 -0.081749999999999975 0.14285500000000004 0.40124500000000002 0.25063000000000007 0.11734000000000001 1.0000000180025095e-35 0.0057500000000000008 -0.079429999999999987 -0.0040799999999999994 -0.11437499999999999 0.084475000000000008 0.078340000000000007 0.080160000000000023 0.081670000000000006 -0.086289999999999992 -0.0043399999999999992 0.084415000000000004 0.090385000000000007 -0.13309499999999996 1.0000000180025095e-35 0.10366000000000002 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 -1 7 22 -2 15 12 26 13 14 17 -10 -9 18 -4 -15 21 -21 -7 24 25 -16 -3 28 -28 -14
right_child=1 11 10 -5 -6 6 -8 16 9 -11 -12 -13 29 19 23 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.017528894160173707 0.0026984009448261488 0.011409342405386269 0.0057971547047297161 0.021138198868456214 0.006599356402487805 0.011562279640929774 0.01751699103810057 0.011665512173272233 0.0074395699206286602 0.0063475600621499557 0.00827246358662489 -0.00055675393280883625 0.017285287796209258 0.025211049666007363 0.003685609603999183 0.014110304878455569 0.018887722290431463 0.017088493007889945 0.019239087253808976 0.0099653378129005432 0.024801183611154558 0.018563475122799083 0.0046012113479139546 0.010359277671364986 0.016560854191820403 0.014867112905409633 0.0081969986615125761 -0.00020754552361640062 0.0015753897471138493 0.010383581522067913
leaf_weight=117 21 50 24 22 30 40 91 85 37 47 21 24 30 30 20 152 33 1468 20 21 25 79 51 46 233 46 153 22 26 57
leaf_count=117 21 50 24 22 30 40 91 85 37 47 21 24 30 30 20 152 33 1468 20 21 25 79 51 46 233 46 153 22 26 57
internal_value=0 0.0091836 0.0160475 0.0116132 0.0137694 0.0142852 0.0130202 0.0110623 0.0107978 0.0115185 0.0165278 0.00671869 0.0166104 0.0167767 0.0165335 0.0128044 0.0136853 0.0169377 0.0119071 0.0196913 0.0183665 0.0167579 0.00766102 0.0147618 0.0154391 0.0114788 0.00741435 0.00642057 0.0072352 0.0127635
internal_weight=0 554 2567 279 447 417 300 209 257 236 2120 275 2099 2012 1857 189 118 1512 44 155 125 100 91 345 299 66 251 201 179 87
internal_count=3121 554 2567 279 447 417 300 209 257 236 2120 275 2099 2012 1857 189 118 1512 44 155 125 100 91 345 299 66 251 201 179 87
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=31
num_cat=0
split_feature=1 4 12 159 49 158 15 3 52 52 40 151 3 48 49 4 47 1 12 0 1 39 15 41 159 4 16 1455 13 12
split_gain=1.73886 0.270802 0.227517 0.192418 0.153325 0.151545 0.137816 0.156321 0.151021 0.226821 0.239247 0.167091 0.158546 0.188249 0.118187 0.117084 0.116041 0.113786 0.108796 0.115932 0.100702 0.107962 0.106747 0.09165 0.0873358 0.0830701 0.113746 0.173098 0.0841164 0.0767561
threshold=0.10920500000000001 0.26450500000000005 0.051320000000000005 0.04105000000000001 0.14321000000000003 0.089460000000000012 0.035560000000000008 0.11924500000000002 -0.088614999999999985 -0.080114999999999978 -0.079954999999999984 0.032230000000000009 0.0068900000000000012 -1.0000000180025095e-35 -0.067649999999999988 0.40124500000000002 0.13439000000000004 0.15471500000000002 0.11734000000000001 -0.14832499999999996 0.097115000000000021 0.091820000000000013 -0.099734999999999976 0.07882500000000002 -0.040234999999999993 0.033845000000000007 -0.16075999999999999 0.068185000000000009 -0.087714999999999987 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 14 -5 7 8 -1 10 -10 12 20 -14 -2 18 29 -3 19 23 21 22 -11 -4 -15 -21 28 -28 -27 -16
right_child=1 17 15 5 -6 -7 -8 -9 9 11 -12 -13 13 24 16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.015700187512671038 0.0088541269281672118 0.0068400748267179422 0.023488752460428353 0.0039228555891418554 0.0043766383801332933 0.013772091788372824 0.01745491960803823 0.0042864152955679365 0.010761795797651368 0.010264444157767755 -0.0023674295630569209 0.0038808687194250529 0.0089446671717312368 0.015316464889632619 0.018733152304776013 0.0074452173364815757 0.0088852566846001606 0.00074461270655904507 0.011487132268583125 0.015197827732869524 0.0062988818367762907 0.0076169190566158958 0.018625471218036035 0.015392585009060525 0.023343761564429966 0.012765365012961886 0.0094096167005701132 0.019592325296252967 0.018846376049849723 0.013080294232065904
leaf_weight=97 45 245 29 61 22 21 48 26 35 26 23 20 21 23 58 21 26 35 87 1744 31 27 37 27 33 46 101 20 45 41
leaf_count=97 45 245 29 61 22 21 48 26 35 26 23 20 21 23 58 21 26 35 87 1744 31 27 37 27 33 46 101 20 45 41
internal_value=0 0.00826524 0.0144427 0.0105002 0.012232 0.00644522 0.0123925 0.0117834 0.012306 0.0111132 0.00555538 0.0125918 0.0134717 0.017019 0.0132486 0.014875 0.0148307 0.00607814 0.0149493 0.0150991 0.0112144 0.0129075 0.0151749 0.0195852 0.0200468 0.0149706 0.0131015 0.0110927 0.0157725 0.0163921
internal_weight=0 554 2567 274 192 82 447 399 373 276 58 218 198 77 170 2120 125 280 2099 2012 121 90 63 56 56 1956 212 121 91 99
internal_count=3121 554 2567 274 192 82 447 399 373 276 58 218 198 77 170 2120 125 280 2099 2012 121 90 63 56 56 1956 212 121 91 99
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 2 3 3 2 0 12 1 49 16 4 12 0 157 3 3 0 48 16 15 483 13 3 48 1447 52
split_gain=1.40848 0.234223 0.184632 0.176669 0.15522 0.249269 0.219809 0.167841 0.129919 0.114136 0.113437 0.103201 0.140021 0.100468 0.0987254 0.0972822 0.0882693 0.0963561 0.0861954 0.114615 0.19716 0.102243 0.130108 0.142911 0.0869216 0.129591 0.0928036 0.0855873 0.171563 0.149076
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 1.0000000180025095e-35 -0.064054999999999987 0.10855000000000002 0.10893000000000001 -0.13309499999999996 0.11411 0.034820000000000011 -1.0000000180025095e-35 0.085605000000000014 0.0093850000000000027 0.062650000000000025 0.053180000000000012 0.097825000000000009 -0.079119999999999982 -0.23976499999999998 0.076840000000000006 0.149315 -0.22491999999999998 0.09111000000000001 -0.004174999999999999 -0.40580499999999992 0.089025000000000007 -0.0072999999999999992 -0.0025099999999999996 0.092475000000000016 -0.065079999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 10 7 -6 -2 15 -1 -9 -13 -12 16 18 17 -4 24 20 -20 22 23 -21 25 26 -3 28 -18 -29
right_child=1 9 14 -5 6 -7 -8 11 -10 -11 13 12 -14 -15 -16 -17 27 -19 19 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0086633197624575008 0.012630881938352207 0.0086170264851086996 0.0082104790265913365 0.01872957363917396 0.0013853222061879934 0.0030806371965445578 0.00038158886926248673 0.013701748033324907 0.0070899690883899375 -0.00023477080243605156 0.021312641552198801 0.010625643084080098 0.0021846413420027366 0.014411090701028254 0.011492697879131345 0.001165024779977337 0.020916047072611178 0.014249691428257917 0.0045222675589763608 0.0075479132476065193 0.01614171514986083 0.0030551279797994841 0.0021245652274228632 0.018260590992867948 0.011198339345864953 -0.0020047935717566697 0.0020120558794587853 0.014380270741613849 0.012601024072784427 0.0026010510935024784
leaf_weight=22 107 52 27 29 20 20 25 86 70 27 31 135 23 66 242 31 26 1228 23 33 40 48 20 20 20 27 36 21 544 22
leaf_count=22 107 52 27 29 20 20 25 86 70 27 31 135 23 66 242 31 26 1228 23 33 40 48 20 20 20 27 36 21 544 22
internal_value=0 0.00743871 0.0129984 0.0111761 0.0106643 0.0134103 0.00934362 0.0101923 0.0104396 0.00602983 0.0151464 0.0109142 0.00939689 0.0166167 0.0133931 0.0065131 0.0136393 0.0141198 0.00703281 0.00844082 0.0118997 0.00663992 0.00899704 0.0115904 0.00511375 0.00405556 0.00591499 0.0126558 0.0129803 0.00835369
internal_weight=0 554 2567 457 428 139 289 264 177 377 119 244 158 97 2110 350 1868 1255 319 184 63 121 73 53 135 115 88 613 570 43
internal_count=3121 554 2567 457 428 139 289 264 177 377 119 244 158 97 2110 350 1868 1255 319 184 63 121 73 53 135 115 88 613 570 43
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=31
num_cat=0
split_feature=1 1 3 12 47 1 4 4 2 2 12 2 0 457 34 14 12 3 47 4 16 1 475 3 4 3 13 4 15 31
split_gain=45.2301 5.58813 4.68008 3.20921 2.26951 2.08175 1.97708 1.54907 1.26108 1.20947 1.13723 1.06427 1.04436 1.01729 0.978267 0.652892 0.611655 0.612614 0.60769 0.554215 0.501099 0.455772 0.479655 0.447935 0.415798 0.804592 0.406976 0.403188 0.322198 0.316449
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.12958500000000003 0.093575000000000019 0.36766000000000004 0.40124500000000002 0.13093500000000002 0.091265000000000013 -1.0000000180025095e-35 0.13754500000000003 -0.14920999999999998 0.094310000000000019 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.14847999999999997 0.077555000000000013 0.27834500000000006 -0.040964999999999994 0.091195000000000012 -0.088274999999999978 -0.097604999999999983 -0.49013999999999996 0.090900000000000009 0.021350000000000004 -0.036839999999999991 -0.43375999999999998 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 11 8 9 27 15 12 -7 14 -1 -12 29 18 -11 -18 24 -16 -6 22 -14 26 -4 -26 -19 -5 -21 -3
right_child=1 4 5 7 20 10 -8 -9 -10 16 13 -13 21 -15 19 -17 17 23 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017452708674868232 0.00077395967240436738 0.00053555348194112961 0.0014594580362490913 0.0015040653794903139 0.0007445466291010125 0.00085097409064779765 0.0008385330345785988 0.0007928299319006608 0.00095393095559220971 0.001037820620493202 0.0012809076658984861 0.00034041580397582954 0.0012227748112509222 0.00078885100301908186 0.00095086283825275271 0.0016453963603140411 0.0014980067415320051 0.0009481568938642474 0.0015333500709019455 0.00078077874931634637 0.0011495614399999574 0.0013386342432292254 0.00144974269356956 0.0013407661506796918 0.0012899778777410232 0.00099566009585504178 0.0012816871670456374 0.0012239675525903401 0.00048369171549269343 0.00020661676558209399
leaf_weight=41 181 22 35 29 23 84 24 29 41 26 70 112 37 21 28 22 86 22 36 25 24 190 1102 437 173 45 39 62 32 23
leaf_count=41 181 22 35 29 23 84 24 29 41 26 70 112 37 21 28 22 86 22 36 25 24 190 1102 437 173 45 39 62 32 23
internal_value=0 0.000751829 0.00135469 0.000938813 0.000557082 0.00119027 0.00139793 0.00118747 0.00127717 0.00140471 0.00101549 0.000480507 0.00143705 0.00116736 0.000601201 0.00131978 0.00133209 0.00134519 0.00129499 0.000724962 0.000951363 0.00142754 0.00144237 0.0013188 0.00126107 0.00122922 0.0011614 0.00131323 0.000613993 0.00036743
internal_weight=0 590 2531 301 289 527 2004 120 352 1980 175 242 1370 91 130 311 610 584 289 85 47 1329 1139 498 253 218 61 91 57 45
internal_count=3121 590 2531 301 289 527 2004 120 352 1980 175 242 1370 91 130 311 610 584 289 85 47 1329 1139 498 253 218 61 91 57 45
is_linear=0
shrinkage=0.00196078


Tree=4225
num_leaves=31
num_cat=0
split_feature=1 4 12 376 2 44 4 3 0 2 1 49 150 0 16 12 1 1456 156 13 52 1211 13 1212 133 4 16 159 1213 1213
split_gain=1.35786 0.236347 0.176406 0.158971 0.192665 0.15637 0.141673 0.161118 0.21564 0.117853 0.104735 0.106172 0.105981 0.0979499 0.118626 0.0949756 0.238312 0.100557 0.10193 0.0951527 0.101515 0.0960831 0.141739 0.134887 0.099148 0.089277 0.187786 0.12985 0.0886513 0.123549
threshold=0.10920500000000001 0.26450500000000005 0.078300000000000008 0.083785000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.026509999999999995 0.25063000000000007 0.085110000000000005 0.0093850000000000027 0.09487000000000001 0.10455500000000001 0.25084500000000004 0.088245000000000004 0.089875000000000024 0.091295000000000001 0.091015000000000013 -0.14819499999999997 0.088555000000000009 0.087635000000000005 -0.089109999999999981 -0.055019999999999993 -0.072364999999999985 -0.04890499999999999 -0.008904999999999998 0.091005000000000016 -0.080769999999999995 -0.0038499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 13 8 10 -3 -8 12 -12 14 -1 16 17 18 19 -4 21 22 24 -24 -21 -6 27 -27 -17 -30
right_child=1 9 15 -5 25 -7 7 -9 -10 -11 11 -13 -14 -15 -16 28 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.021733309782069665 0.013178859516751559 0.0058101085601094844 0.020214510057121517 0.0026891862395132197 0.011590593889061558 0.018009096106257418 0.013831135791720284 0.0028449649809662142 0.0028154583913939345 -0.0015185515532114854 0.012124101890641082 0.0036734596360474825 0.0057074254823171284 0.0084763827132216356 0.012835882909509334 0.014965585755999201 0.0048065136153517029 0.0082956253014604703 0.008107110813260078 0.014204478134633975 0.011836400744874622 0.020860536996602046 0.022917100617831407 0.014913383195488626 0.0071186073554249914 0.012608668117440845 -0.00049151948563033536 0.0028104998481770357 0.0087953502347469723 0.012547182322992968
leaf_weight=23 114 256 29 32 38 29 95 33 35 24 117 25 33 24 43 132 28 28 25 40 130 26 22 491 39 38 31 21 96 1024
leaf_count=23 114 256 29 32 38 29 95 33 35 24 117 25 33 24 43 132 28 28 25 40 130 26 22 491 39 38 31 21 96 1024
internal_value=0 0.00722517 0.0126841 0.00931314 0.010189 0.0109028 0.0104213 0.0094825 0.0102007 0.00518194 0.011158 0.00970687 0.0107124 0.0139471 0.0159365 0.0130699 0.0138803 0.0141864 0.0143921 0.0145943 0.0143764 0.0149107 0.0146494 0.0152566 0.0107064 0.00752621 0.00581014 0.00912118 0.0125145 0.0122256
internal_weight=0 554 2567 274 242 457 428 338 305 280 270 175 150 90 66 2110 858 830 802 777 748 618 592 513 79 128 90 59 1252 1120
internal_count=3121 554 2567 274 242 457 428 338 305 280 270 175 150 90 66 2110 858 830 802 777 748 618 592 513 79 128 90 59 1252 1120
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=31
num_cat=0
split_feature=1 3 12 39 2 2 2 3 12 15 34 2 2 157 151 156 15 0 4 49 3 4 4 2 11 15 12 1429 481 481
split_gain=1.10067 0.199963 0.17832 0.14029 0.1372 0.17223 0.126676 0.125589 0.12545 0.0995791 0.0947294 0.0927642 0.0916946 0.0916915 0.0940989 0.0910387 0.101043 0.129122 0.0903572 0.0851243 0.0824916 0.142295 0.206665 0.0953577 0.0945692 0.13068 0.147079 0.101074 0.0816332 0.0894707
threshold=0.11146500000000002 0.31370500000000007 0.078300000000000008 0.088025000000000006 -0.0091949999999999983 0.093320000000000014 1.0000000180025095e-35 0.083060000000000009 -0.42850999999999995 -0.042209999999999991 -1.0000000180025095e-35 0.12043500000000001 0.15950500000000004 -0.0045449999999999996 -0.0064299999999999991 0.10272000000000002 -0.040439999999999997 -0.062294999999999996 0.053180000000000012 -0.087004999999999985 -0.14186499999999996 -0.14098499999999997 -0.46376499999999993 0.082275000000000015 0.080455000000000013 0.040760000000000005 0.090020000000000017 -1.0000000180025095e-35 0.11393500000000002 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 10 7 9 -6 -3 -2 -1 19 -10 -9 -15 16 17 -8 20 -7 23 22 -22 -4 -25 26 -26 -28 29 -23
right_child=1 8 18 -5 5 11 15 13 12 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 28 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0079807041987078262 0.009856113409302359 0.0072238285697120083 0.019842096790671351 0.004838127479015384 0.016064722774483797 0.015250371366172381 0.0091673266259022067 0.013893708589166637 0.0023825186652009674 0.017681418824940922 -0.00044823857257142669 0.0040207399035959192 -0.0055243789187939419 0.012358496116385573 0.0033584477451558299 0.012642058780740784 0.00061209352108938949 0.00051676660924303264 0.0099600013021431486 0.0088437438707385484 0.013064470754649777 0.011971329873669818 0.00057331340008035859 0.0089613712918108854 0.0057804078661969731 0.02199506356730126 0.010632447735406459 0.019161360255781225 0.0067052766584373763 0.018391858954617587
leaf_weight=40 87 34 25 150 70 23 80 40 44 20 20 36 22 21 26 23 29 22 244 211 26 1613 27 39 21 20 24 33 29 22
leaf_count=40 87 34 25 150 70 23 80 40 44 20 20 36 22 21 26 23 29 22 244 211 26 1613 27 39 21 20 24 33 29 22
internal_value=0 0.00629943 0.0113745 0.00727519 0.00964872 0.0102779 0.0086758 0.0129116 0.00228905 0.0113188 0.00517106 0.00874643 -0.000253114 0.0103747 0.00737975 0.00683944 0.00582065 0.00730152 0.0117704 0.00947346 0.0120055 0.011802 0.00670105 0.0141626 0.0131262 0.0147836 0.0129345 0.0155702 0.0119644 0.0120577
internal_weight=0 511 2610 411 487 427 261 157 100 107 60 270 66 87 47 154 131 102 2123 234 1879 1717 53 162 137 98 78 57 1664 1635
internal_count=3121 511 2610 411 487 427 261 157 100 107 60 270 66 87 47 154 131 102 2123 234 1879 1717 53 162 137 98 78 57 1664 1635
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 39 12 13 12 34 130 4 0 0 43 2 457 16 43 3 13 48 149 48 52 4 15 0 16 3
split_gain=0.898265 0.252148 0.15024 0.122114 0.141656 0.112018 0.109773 0.105277 0.191254 0.116823 0.115354 0.130036 0.107991 0.158694 0.115964 0.0990379 0.0830915 0.089791 0.099916 0.0932928 0.120379 0.0825647 0.0804123 0.0767755 0.184997 0.0748909 0.081957 0.171034 0.11573 0.0772752
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.093575000000000019 1.0000000180025095e-35 0.10076500000000001 0.099815000000000015 -0.072819999999999982 0.096990000000000007 -0.028109999999999996 -0.077029999999999987 -0.013125 -0.10224499999999999 -0.13455999999999999 -0.063379999999999978 0.13501500000000002 0.29113500000000009 0.0028900000000000006 -0.11720999999999999 -1.0000000180025095e-35 -0.0079349999999999993 0.083685000000000009 0.079625000000000015 0.090720000000000009 0.092320000000000013 0.23246000000000003 -0.079929999999999987 -0.085034999999999986 -0.074319999999999983 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 22 8 12 -9 -11 -12 13 -2 -14 -13 17 18 -5 20 -20 -19 23 -3 -25 26 27 -8 -28 -30
right_child=7 6 -4 16 5 -7 25 9 -10 10 11 15 14 -15 -16 -17 -18 21 19 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.0030725633278489116 0.002814557989316607 0.010992549454692191 0.00013103222643787212 0.013458425531862304 0.011783609975012951 0.0045534649010126795 0.0092981352726928899 0.00013587224082304883 -0.0059083888730542232 0.0012275092881172895 0.015279585154106221 0.0096786128031767331 0.0060553089109583735 0.01393747121176642 -0.0012522576015670691 0.00316172370281166 0.0011760424512128036 0.0084265035693533719 0.0067317055713923268 0.008082340568243699 -0.0003992004250176251 0.015713386804513309 0.015567229680406551 0.010081564219620679 0.000160354794934392 0.0046004356603537291 0.011922643477000394 0.020052261074029267 0.011802220354366001 0.0064105137599451221
leaf_weight=25 29 1639 22 20 200 24 50 26 22 25 24 58 39 23 49 39 21 48 58 108 40 23 36 129 22 35 77 21 32 157
leaf_count=25 29 1639 22 20 200 24 50 26 22 25 24 58 39 23 49 39 21 48 58 108 40 23 36 129 22 35 77 21 32 157
internal_value=0 0.0100765 0.00823907 0.00855367 0.0102121 0.011009 0.0105689 0.0045886 0.00275923 0.00631161 0.0074114 0.00868906 0.00412129 0.00773431 0.00198632 0.00705842 0.00725506 0.00768489 0.00671032 0.00605516 0.00382113 0.010787 0.0108879 0.0107938 0.00863609 0.00900318 0.00946044 0.0124789 0.00865476 0.0073234
internal_weight=0 2787 589 567 249 224 2198 334 162 172 146 121 140 52 88 97 318 297 226 206 98 71 1826 1790 151 372 337 71 266 189
internal_count=3121 2787 589 567 249 224 2198 334 162 172 146 121 140 52 88 97 318 297 226 206 98 71 1826 1790 151 372 337 71 266 189
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 4 47 2 1 11 2 4 1 1429 1447 52 1427 160 11 15 10 2 0 4 1 42 43 47
split_gain=33.7539 5.81077 3.43594 2.88438 2.01039 1.79461 1.09954 1.05107 1.02998 1.006 0.87411 0.722436 0.70333 0.693941 0.488925 0.757486 0.420464 0.313082 0.292306 0.277518 0.27695 0.264973 0.302137 0.326061 0.259101 0.300718 0.615539 0.301149 0.34913 0.253784
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.14122000000000004 0.089410000000000003 0.27834500000000006 0.40473500000000007 0.13082500000000002 0.090425000000000019 0.09253500000000002 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.080270000000000022 0.083420000000000008 -0.082869999999999985 0.12492500000000002 1.0000000180025095e-35 -0.067824999999999983 0.078340000000000007 -0.41942499999999994 -0.39453499999999991 0.15950500000000004 0.18019500000000002 -0.013514999999999998 0.089770000000000016 -0.11051499999999999 0.064745000000000011 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 17 9 -7 12 11 -5 14 13 -4 -1 -16 -11 29 24 -15 -13 -14 -23 -24 25 27 -27 -18 -29 -3
right_child=1 2 8 10 -6 7 -8 -9 -10 16 -12 20 21 19 15 -17 18 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012582008683008662 0.0012027850122766721 0.00061669359479368671 0.00073064566829160807 0.0010994369920338865 0.00076569082675967588 0.0011035497426154181 0.00077717877759297287 0.00066759367029066961 0.00077070520265856051 0.0013530076450966543 0.00070709012675107161 0.0016187600565679145 0.00042388087926234085 0.0006126798085950931 0.0011979175184390579 0.00083361842240010778 0.0014039377902705828 0.00090082765429043302 0.0013727989990392877 0.00036794373509699475 0.0013503179454076265 0.00039877063595173534 0.00028972232440376987 -6.4339605799200485e-05 0.00091807460960219886 0.0011250709167563045 0.00080602540630920257 0.0011946688115084304 0.0010358995795090153 0.00080846828949896312
leaf_weight=863 76 184 39 34 41 73 23 30 37 39 61 22 37 23 478 23 22 20 21 79 45 22 20 20 20 332 25 317 64 31
leaf_count=863 76 184 39 34 41 73 23 30 37 39 61 22 37 23 478 23 22 20 21 79 45 22 20 20 20 332 25 317 64 31
internal_value=0 0.000691294 0.000628085 0.00118242 0.00119605 0.000760762 0.00120374 0.000976572 0.00046619 0.00120806 0.000847509 0.00123968 0.000419244 0.000508187 0.00122992 0.00118119 0.0011542 0.000666173 0.00114452 0.000423129 0.00143846 0.000292568 0.000214203 0.000112691 0.00113837 0.00114417 0.00110273 0.00118088 0.001168 0.000644345
internal_weight=0 691 615 2430 2335 338 2294 103 277 2271 95 1431 240 141 1364 501 840 235 801 102 67 99 62 40 780 760 357 403 381 215
internal_count=3121 691 615 2430 2335 338 2294 103 277 2271 95 1431 240 141 1364 501 840 235 801 102 67 99 62 40 780 760 357 403 381 215
is_linear=0
shrinkage=0.00196078


Tree=4229
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 4 4 2 1 2 52 1 2 34 2 1 13 47 52 10 31 1420 16 16 42 12 15
split_gain=26.8587 4.63694 3.08254 2.25306 1.46477 1.45308 1.05044 0.94407 0.872808 0.742696 0.712295 0.627056 0.525756 0.390373 0.501093 0.429461 0.329526 0.438019 0.313931 0.302238 0.271681 0.25376 0.253502 0.252588 0.241888 0.363312 0.375006 0.267637 0.207144 0.205508
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.40473500000000007 0.089775000000000008 0.09253500000000002 0.25063000000000007 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -1.0000000180025095e-35 0.13754500000000003 0.086920000000000011 -0.016469999999999995 0.090100000000000013 0.12445000000000002 -0.40134499999999995 -0.077289999999999984 -0.080064999999999983 0.013515000000000001 0.083160000000000026 0.083935000000000023 0.096990000000000007 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 20 8 12 10 -7 18 -5 16 -12 28 -16 23 19 24 -18 21 -3 -14 -4 -1 -26 -27 -28 -15 -8
right_child=1 2 7 11 -6 9 29 -9 -10 -11 13 -13 22 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0011756300817993817 0.00094818759236726957 0.00042196122212751988 0.00028005067554573112 0.00084674911833483178 0.00060242979267606013 0.00085846442841763337 0.0012497877853646295 0.00057300194669401383 0.00055173076938260044 0.00050474858974526896 0.0010823764705353547 0.00051444131894170641 0.00018740143955630416 0.00092836378502424621 0.00050921176797619054 0.00084546613285555415 0.00032576272127163758 0.00021139117584341203 0.00092710004245447899 0.00057218559071595988 0.00064066529283117425 0.00064986350726124059 -0.00012478950869419849 -1.3827347892947108e-05 0.00099983104749831677 0.00063688170397871566 0.0010603129239537075 0.00079967824604260508 0.00085996427707413432 0.0010544284978791652
leaf_weight=27 76 178 22 34 48 74 47 37 22 33 43 61 20 493 23 40 50 74 402 31 32 21 20 23 811 21 33 28 260 37
leaf_count=27 76 178 22 34 48 74 47 37 22 33 43 61 20 493 23 40 50 74 402 31 32 21 20 23 811 21 33 28 260 37
internal_value=0 0.000491271 0.000434806 0.000929375 0.000941418 0.000560475 0.000948532 0.000281463 0.000940327 0.000749374 0.000944247 0.000633373 0.000236517 0.000900287 0.000890692 0.000722707 0.00027756 0.000320444 0.00097281 0.000420073 0.000472976 0.000446011 3.1306e-05 0.000129846 0.000992784 0.000987255 0.000862876 0.000940677 0.000904746 0.00116374
internal_weight=0 691 615 2430 2335 338 2287 277 2203 107 2181 95 240 859 816 63 200 155 1322 81 231 199 40 45 920 893 82 61 753 84
internal_count=3121 691 615 2430 2335 338 2287 277 2203 107 2181 95 240 859 816 63 200 155 1322 81 231 199 40 45 920 893 82 61 753 84
is_linear=0
shrinkage=0.00196078


Tree=4230
num_leaves=31
num_cat=0
split_feature=1 4 9 155 4 1 3 15 2 157 457 160 13 376 14 16 15 52 151 160 49 13 0 0 4 399 43 43 3 1204
split_gain=1.01229 0.189916 0.145495 0.134473 0.129081 0.176517 0.211223 0.198644 0.16371 0.12433 0.116826 0.111918 0.11169 0.13749 0.102735 0.175849 0.108509 0.103468 0.100755 0.0994045 0.0985878 0.103074 0.0985172 0.0965186 0.104665 0.090747 0.103421 0.087675 0.104786 0.113749
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.10158500000000002 -0.068329999999999988 0.098420000000000021 0.092670000000000016 -0.085834999999999981 0.11474000000000002 -0.081749999999999975 -0.082284999999999983 -1.0000000180025095e-35 -0.28558999999999996 0.080200000000000007 -0.42495999999999995 -0.16927999999999996 -0.56368999999999991 -0.065544999999999978 -0.087374999999999994 0.055845000000000006 -1.0000000180025095e-35 -0.17933499999999997 -0.089269999999999988 -0.14832499999999996 0.024790000000000003 0.10153500000000001 -0.45785999999999999 -0.072269999999999987 -0.096099999999999977 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 8 6 23 -8 20 -2 -11 -7 -12 19 17 16 -16 -3 -13 -14 -4 -22 -23 24 -6 26 -24 -25 -29 -30
right_child=1 14 4 -5 5 11 7 -9 -10 10 12 18 13 -15 15 -17 -18 -19 -20 -21 21 22 25 27 -26 -27 -28 28 29 -31
leaf_value=0.0038185777856657903 -0.00014908001536414738 0.0026919933859832013 0.017243199772201481 0.015370267308952119 0.010903541027523932 0.011796712864306756 0.010186597281558948 -0.0035834719333797693 0.002860798358562447 0.00076136124054236077 0.0043244453384735006 0.0007723043282185832 0.0099478941358238527 0.0037878396297474541 0.010157948065549136 -0.0058394960779696711 0.00308545146019641 0.010795209632487968 0.0072974122638697738 0.017160119343063104 0.0046736891603186021 0.014688358850126128 0.0058796079809647333 0.01129239968454359 0.018307915433709111 0.018101783180609347 0.011496280139535449 0.0046494790589260843 0.016491386875510217 0.0095038490872169784
leaf_weight=30 21 26 32 22 42 40 22 20 21 21 48 31 113 31 25 20 164 40 100 23 21 103 34 692 35 20 916 41 25 342
leaf_count=30 21 26 32 22 42 40 22 20 21 21 48 31 113 31 25 20 164 40 100 23 21 103 34 692 35 20 916 41 25 342
internal_value=0 0.00602846 0.0107418 0.00786665 0.0108237 0.0101757 0.0105978 0.00362942 0.0116089 0.00722432 0.00788042 0.00716697 0.00857577 0.00979771 0.00416354 0.00307738 0.00402097 0.00760303 0.0057533 0.0111676 0.0117721 0.0116121 0.0117478 0.0108465 0.0142692 0.0114356 0.0112953 0.0106069 0.00944419 0.00997984
internal_weight=0 554 2567 279 2537 1390 1219 42 1147 257 236 171 215 167 275 209 189 66 131 136 1126 1094 1073 1177 77 970 950 1100 408 367
internal_count=3121 554 2567 279 2537 1390 1219 42 1147 257 236 171 215 167 275 209 189 66 131 136 1126 1094 1073 1177 77 970 950 1100 408 367
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 4 2 1 1 14 47 1 4 1 0 52 0 43 0 1 50 43 0 15 151 43 0 1447
split_gain=57.109 7.09255 6.25229 3.80999 3.73073 3.07441 2.90614 1.94936 1.83055 1.41172 1.30955 1.20885 1.2042 0.891729 0.751153 1.50135 0.742431 0.679434 0.562563 0.538934 0.480125 0.425005 0.418348 0.417135 0.394195 0.38235 0.359051 0.326776 0.308928 0.303531
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14753000000000002 0.40945500000000007 0.089775000000000008 0.09253500000000002 0.12408500000000001 0.076175000000000007 0.10019500000000002 0.090540000000000023 -0.013514999999999998 0.093100000000000002 -0.062294999999999996 -0.52606999999999993 -0.15350499999999997 0.064745000000000011 -0.066689999999999985 0.13075500000000004 0.041865000000000006 0.12266000000000001 -0.050684999999999994 -0.41942499999999994 -1.0000000180025095e-35 -0.080324999999999994 -0.043914999999999989 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 17 8 7 12 11 -4 -9 13 18 -1 19 -16 -14 -2 -3 29 -15 -6 25 -21 -19 -8 -27 -11 -20 -10
right_child=1 6 9 -5 21 -7 22 10 14 27 -12 -13 16 20 15 -17 -18 24 28 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015322038574877191 0.001563271262398621 0.0010284843536339052 0.001311342407022243 0.00088927032706005119 0.00083434520807920719 0.00093291292830211361 0.00042183422096239866 0.00078186095946151761 0.0016892362185114739 0.00090985093578821474 0.00039335313718765976 0.0017964699406975264 0.0012994643500427794 0.0014313668794629208 0.0013779803195853012 0.00092256936615978189 0.00081174805504726432 0.0012881312648010076 0.00060530918883428301 0.001115260404698989 0.0011403867159209221 0.00051691202124203343 0.00054779620515619295 0.0014141778718022738 0.00097792904222267565 0.00031528595839950809 -3.1506673895504347e-05 0.00062303959029395373 0.00086406642052548892 0.0014708114915897446
leaf_weight=1082 28 21 34 45 50 41 29 53 26 56 90 58 30 238 385 30 20 63 68 28 24 24 23 50 21 22 24 21 24 413
leaf_count=1082 28 21 34 45 50 41 29 53 26 56 90 58 30 238 385 30 20 63 68 28 24 24 23 50 21 22 24 21 24 413
internal_value=0 0.00075619 0.00143361 0.00145448 0.00107303 0.00146519 0.000610319 0.000704432 0.00147454 0.000978569 0.000537346 0.00151931 0.000851016 0.00150735 0.00140719 0.00134506 0.00110438 0.00129875 0.00073891 0.00145706 0.00140471 0.000731394 0.000316455 0.00130687 0.00121058 0.000245511 0.000134351 0.00083163 0.000672811 0.00148375
internal_weight=0 590 2531 2420 186 2375 404 306 2334 111 143 1402 163 1344 932 415 50 112 113 517 262 74 98 78 84 75 46 77 92 439
internal_count=3121 590 2531 2420 186 2375 404 306 2334 111 143 1402 163 1344 932 415 50 112 113 517 262 74 98 78 84 75 46 77 92 439
is_linear=0
shrinkage=0.00196078


Tree=4232
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 1 2 2 34 52 4 1 2 47 1 14 15 12 31 13 1 1420 16 160 14
split_gain=40.0548 6.67608 4.36491 3.48183 2.2755 1.75152 1.47122 1.2821 1.22057 1.02968 0.967065 0.935465 0.794934 0.841 0.526232 0.511873 0.474445 0.666346 0.397847 0.385086 0.378138 0.34567 0.332258 0.306851 0.302009 0.292363 0.276769 0.358183 0.353407 0.243359
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.090425000000000019 0.14285500000000004 -1.0000000180025095e-35 -0.56176499999999996 0.27834500000000006 0.089770000000000016 0.097845000000000015 0.090100000000000013 0.086920000000000011 -0.10708499999999999 -0.41942499999999994 0.096990000000000007 -0.077289999999999984 -1.0000000180025095e-35 0.14754500000000001 -0.080064999999999983 0.013515000000000001 -0.080719999999999986 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 12 11 -6 -5 19 13 23 -13 -15 22 -18 20 26 -3 -14 -16 -4 -17 -23 -1 -28 -29 -10
right_child=1 2 7 10 9 -7 -8 -9 29 -11 -12 14 21 15 16 24 17 -19 -20 -21 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0015243320238022577 0.0012742805207230851 0.00085429443259140206 0.00046235472793938211 0.0011580508339810675 0.0011729118147214444 0.00090532030423667918 0.00077917388841217637 0.00081554887560652753 0.0015854277667490396 0.00075195001337823334 0.00074536929614135434 0.0014379407614265682 0.00043873185305212084 0.0008241437932512924 0.0012612343733686244 0.00042628860241248083 0.00075540518232931691 0.0011937443210798151 0.0008984626649889433 0.0012602671464505915 0.00062720322661075252 0.00031367266612291776 0.0011726797513179666 0.0001384443800528713 0.00071315916512078011 4.0806827962758137e-05 0.0013389825377269787 0.00099286885795958754 0.0012787744845451643 0.0013487464625258174
leaf_weight=28 76 34 22 34 74 48 22 37 61 32 61 43 37 32 451 43 20 40 33 406 165 36 255 23 21 26 848 22 68 23
leaf_count=28 76 34 22 34 74 48 22 37 61 32 61 43 37 32 451 43 20 40 33 406 165 36 255 23 21 26 848 22 68 23
internal_value=0 0.000726026 0.000658274 0.00126104 0.000807816 0.00127601 0.00128379 0.000475801 0.00128869 0.00104583 0.000893066 0.00127976 0.000423424 0.000517981 0.00122687 0.00062166 0.00121502 0.00104763 0.000699068 0.00131094 0.000666003 0.00028875 0.00122925 0.000296801 0.000520418 0.000199245 0.00133223 0.0013265 0.00120889 0.00152062
internal_weight=0 691 615 2430 338 2335 2287 277 2265 106 95 2181 240 141 809 96 766 60 232 1372 199 99 706 45 64 62 966 938 90 84
internal_count=3121 691 615 2430 338 2335 2287 277 2265 106 95 2181 240 141 809 96 766 60 232 1372 199 99 706 45 64 62 966 938 90 84
is_linear=0
shrinkage=0.00196078


Tree=4233
num_leaves=31
num_cat=0
split_feature=1 4 123 159 44 4 49 2 2 457 1 2 158 3 3 401 52 133 157 13 160 3 160 0 42 402 1210 160 160 403
split_gain=1.23548 0.209037 0.168696 0.13496 0.119008 0.123457 0.110328 0.110208 0.110165 0.113362 0.359734 0.126871 0.105581 0.0861308 0.0844903 0.0864381 0.0900178 0.0840001 0.108089 0.0753026 0.16838 0.14359 0.255965 0.190748 0.145464 0.120644 0.129837 0.118545 0.217167 0.120537
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.082585000000000006 0.081805000000000017 0.042705000000000007 0.14321000000000003 0.25063000000000007 0.13913500000000004 0.062030000000000009 0.093575000000000019 0.085730000000000015 0.089460000000000012 -0.14186499999999996 -0.13309499999999996 0.085900000000000018 0.056145000000000007 0.085635000000000003 -0.13847499999999999 -0.085384999999999975 -0.55248999999999981 -0.086274999999999977 -0.014869999999999998 -0.086409999999999987 0.083935000000000023 -1.0000000180025095e-35 -0.086074999999999985 -0.089549999999999991 -0.080719999999999986 0.24690500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 8 17 14 9 19 11 -11 -5 -7 -3 16 -16 18 -2 21 -21 22 23 -1 -24 26 -23 -27 -29 -30
right_child=1 7 -4 12 -6 13 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 25 24 -25 -26 27 -28 28 29 -31
leaf_value=0.016026938757637426 0.0050020269287580797 0.0088070062631741171 0.0080123533424921334 0.0023636418187173683 0.01833459874365612 0.0049281744426116353 0.0030109570636837322 -0.0019645672136296829 0.0046881324704736473 0.017806127965450287 -0.0030200111865997317 0.0097908050349437975 0.010890739086898976 0.010528212621485671 0.0037722647756001809 -0.0020251169800758364 0.0093022182819785908 0.0058472637814702471 0.012581318184160271 0.002886319817043841 0.012125461560732402 0.010715929605066777 0.016785870932014377 0.029505242216622547 0.0065540403777655841 0.015547600704880935 0.020519641833379867 0.00069439903144484559 0.012660462261942616 0.0061535467243041195
leaf_weight=21 22 50 120 53 28 30 22 24 20 25 20 94 20 325 144 20 37 32 130 20 1437 22 33 21 24 63 35 20 175 34
leaf_count=21 22 50 120 53 28 30 22 24 20 25 20 94 20 325 144 20 37 32 130 20 1437 22 33 21 24 63 35 20 175 34
internal_value=0 0.00646596 0.0116731 0.00839447 0.0118526 0.0117776 0.00970374 0.00450941 0.0120738 0.0121461 0.00938913 0.0114747 0.00469983 0.010055 0.00512843 0.00421336 0.0049027 0.010504 0.0114843 0.0123473 0.0119986 0.0134811 0.0168425 0.0227661 0.0124777 0.0125276 0.0167358 0.0117061 0.0106493 0.0116019
internal_weight=0 554 2567 279 2447 2419 206 275 2064 2044 139 119 73 355 251 201 181 184 152 1905 1457 448 99 42 57 349 57 292 229 209
internal_count=3121 554 2567 279 2447 2419 206 275 2064 2044 139 119 73 355 251 201 181 184 152 1905 1457 448 99 42 57 349 57 292 229 209
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 0 49 4 2 34 4 1 12 4 13 0 475 1 48 12 15 1 2 31
split_gain=29.7083 5.04028 3.03207 2.4847 1.6025 1.52428 0.99536 0.9369 0.848067 0.721598 0.699216 0.587203 0.893295 0.533924 0.53265 0.676578 0.4759 0.445015 0.363667 0.381394 0.323078 0.318517 0.299816 0.299548 0.284516 0.358696 0.275677 0.250187 0.234743 0.228735
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.09253500000000002 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.085345000000000018 0.088245000000000004 -0.52556499999999995 -1.0000000180025095e-35 -0.14454499999999995 -0.066784999999999983 0.089770000000000016 0.082620000000000013 0.09141500000000001 -0.41942499999999994 0.14754500000000001 0.086100000000000024 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 11 14 -6 22 -5 12 17 18 15 29 -17 21 19 -13 -18 -1 -7 -21 -24 -26 -16 -28 -19 -4
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 13 -14 -15 26 16 20 28 -20 23 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012159007910141646 0.0010912035925408018 0.00058870831722086976 0.00038105568694159946 0.00099006091881513321 0.00099554158911053679 0.0011470999956400686 0.0013274221880082665 0.00069430662931308786 0.00061756585062267303 0.00073501113080653437 0.0006391533094463371 0.0014116915640265556 0.0012529127786751666 0.00097555905789629581 0.00038280176461753736 0.0007247363924797551 0.00033452022505174123 0.00095342205673017925 0.0010913537244407194 0.0011515431721013335 0.00063122856099398527 0.0009051234981812098 0.0010138224072948191 0.00095178277858721659 0.00067245831295454088 0.00098427815069644371 0.00027478393953504581 2.2365969253161733e-05 0.00069214268983189579 0.00010139762240526316
leaf_weight=21 76 231 22 34 74 52 79 37 33 41 61 21 36 102 37 32 43 20 768 760 21 32 274 30 23 37 36 26 39 23
leaf_count=21 76 231 22 34 74 52 79 37 33 41 61 21 36 102 37 32 43 20 768 760 21 32 274 30 23 37 36 26 39 23
internal_value=0 0.000614829 0.00055596 0.00107559 0.000680596 0.00108823 0.00111193 0.000403877 0.00087897 0.000982334 0.000764741 0.00110263 0.000984221 0.00111305 0.000359102 0.000436504 0.000529497 0.000897856 0.00112193 0.00115089 0.000431878 0.00102826 0.0010086 0.00114396 0.000987042 0.000864747 0.000248863 0.000168931 0.000780712 0.000238119
internal_weight=0 691 615 2430 338 2335 1908 277 107 427 95 1829 148 1681 240 141 96 112 1579 811 64 53 386 790 334 60 99 62 59 45
internal_count=3121 691 615 2430 338 2335 1908 277 107 427 95 1829 148 1681 240 141 96 112 1579 811 64 53 386 790 334 60 99 62 59 45
is_linear=0
shrinkage=0.00196078


Tree=4235
num_leaves=31
num_cat=0
split_feature=1 155 123 3 12 2 15 41 1210 475 13 49 3 475 51 51 49 49 16 12 4 3 43 133 2 15 16 156 156 2
split_gain=1.15961 0.206914 0.156301 0.15566 0.12871 0.109242 0.110743 0.127903 0.112484 0.141251 0.142601 0.142539 0.186266 0.135079 0.122533 0.150031 0.116754 0.115465 0.11618 0.145696 0.137022 0.105324 0.159186 0.103854 0.193768 0.162124 0.143292 0.0920616 0.118967 0.105287
threshold=0.10920500000000001 0.084785000000000013 1.0000000180025095e-35 0.31534000000000006 -0.42850999999999995 0.14122000000000004 0.040760000000000005 0.075585000000000013 -0.0084249999999999985 -0.084169999999999981 -0.07692499999999998 -0.016249999999999997 -0.091354999999999978 -0.079449999999999979 0.11144500000000002 0.13095500000000002 -0.069799999999999987 0.10084500000000002 -0.059624999999999991 -0.010834999999999999 -0.49405499999999997 -0.059315 -0.066504999999999995 0.085265000000000021 0.11362000000000001 -0.41942499999999994 -0.015314999999999997 0.087205000000000019 0.084085000000000007 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 23 -5 6 8 -8 -1 27 -11 12 -12 -13 17 -16 -14 18 -15 -20 -21 22 -22 24 25 -2 -27 28 29 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 11 13 16 14 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0053833805192779333 0.0033341683913022282 0.01365319459299956 0.0077322310463447744 0.0067106301603572713 -0.001019713407211904 0.0063103105236844322 0.012045096419953218 0.017738012285482867 0.011223919088833856 0.01192311578861553 -0.0025406408985145391 0.0030777887720614674 0.011724356495840259 0.015263075851528283 -0.00046409207972742268 0.010171641803915716 0.003747033124091104 0.008768404137064114 0.0034729889716760701 0.015792486332662281 0.011973782513290645 0.014745163206723245 0.0035101133491843941 0.0037050163158962486 0.0052409210190730721 0.0155638000384594 0.0084632576435493927 0.011047559130450035 0.021778702039433565 0.018347645473113516
leaf_weight=36 28 35 120 35 56 41 1054 41 59 461 20 25 43 91 21 36 32 136 23 61 50 34 40 101 185 54 60 88 23 32
leaf_count=36 28 35 120 35 56 41 1054 41 59 461 20 25 43 91 21 36 32 136 23 61 50 34 40 101 185 54 60 88 23 32
internal_value=0 0.0062112 0.0112559 0.00570933 0.0019535 0.0114287 0.0115159 0.0122583 0.0108959 0.0110515 0.0105948 0.0095943 0.0060341 0.0102485 0.0106129 0.00625321 0.0083207 0.0111841 0.0122829 0.0109791 0.0119123 0.0100035 0.00821215 0.00650788 0.0073736 0.0101521 0.0118267 0.0134774 0.015353 0.013729
internal_weight=0 554 2567 519 91 2447 2406 1095 1311 1275 1073 612 95 517 492 57 75 435 299 208 185 124 90 428 327 142 114 202 114 91
internal_count=3121 554 2567 519 91 2447 2406 1095 1311 1275 1073 612 95 517 492 57 75 435 299 208 185 124 90 428 327 142 114 202 114 91
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=31
num_cat=0
split_feature=1 12 44 2 47 2 4 34 3 1 47 40 1 12 133 11 401 2 3 13 1 4 13 0 16 12 16 43 4 52
split_gain=0.941122 0.254828 0.151009 0.129602 0.158171 0.215028 0.175588 0.162424 0.123188 0.116151 0.106139 0.112651 0.0999487 0.0961811 0.0839414 0.081475 0.157653 0.166174 0.134165 0.26664 0.129719 0.0795604 0.118875 0.0792595 0.0791047 0.0769487 0.0767035 0.133899 0.0763901 0.0751249
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 0.096300000000000011 1.0000000180025095e-35 -0.064054999999999987 -0.0011599999999999998 -0.11171999999999999 0.16773500000000005 0.085505000000000012 -0.0087249999999999984 0.093575000000000019 0.099815000000000015 0.086990000000000012 1.0000000180025095e-35 0.080710000000000018 0.083715000000000026 -0.11255999999999998 0.14871000000000004 0.086105000000000015 -0.085594999999999991 0.061215000000000012 -0.081459999999999991 -0.0087049999999999992 0.089410000000000003 -0.36241499999999999 -0.080324999999999994 0.23246000000000003 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 14 -5 10 29 -12 -8 15 -1 18 17 -17 19 -3 -19 -20 -23 24 -10 -22 -14 -28 -15 -2
right_child=9 13 -4 8 -6 6 12 -9 23 -11 11 -13 26 28 -16 16 -18 20 21 -21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01024122644260334 0.0027523815216467817 -0.0011573792468490345 0.014980942530867956 -0.0019892086018808187 0.017374306721612814 0.012901541168742137 0.0095793094042800515 -0.001895259926095605 0.0065158776397659605 -0.0023741105328435484 0.0023186743881004595 0.0097938541183894921 0.0092133357877964561 0.0094211300534648053 0.0023138185984201052 0.022375275301081795 0.0048887258528598721 0.017729415552956717 0.012647619133654628 0.012770426794196722 0.0050503542087972165 0.010575514042431212 0.0038763530966308387 0.0099870124441939732 0.00022529763497274231 0.012259661864587351 0.0074127189899710101 -0.0038927086535841225 0.004379772981791796 0.0068307478545752715
leaf_weight=34 174 28 30 20 20 102 103 31 77 23 28 72 23 337 22 21 21 35 186 27 20 1397 27 43 27 57 22 20 33 61
leaf_count=34 174 28 30 20 20 102 103 31 77 23 28 72 23 337 22 21 21 35 186 27 20 1397 27 43 27 57 22 20 33 61
internal_value=0 0.00994945 0.00807402 0.00769313 0.00872042 0.00823561 0.00962873 0.0039121 0.00537403 0.00450018 0.00497215 0.0077008 0.00764167 0.0104412 0.00712689 0.0107402 0.0129408 0.0142122 0.0105366 0.00567991 0.0126816 0.0107026 0.0104485 0.00637583 0.00488275 0.0103871 0.00457127 0.00202918 0.0089715 0.00381102
internal_weight=0 2763 574 544 377 357 270 87 167 358 335 100 168 2189 56 1819 154 133 1665 55 112 1610 1424 147 104 77 65 42 370 235
internal_count=3121 2763 574 544 377 357 270 87 167 358 335 100 168 2189 56 1819 154 133 1665 55 112 1610 1424 147 104 77 65 42 370 235
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 14 2 4 1 3 15 0 1447 10 51 14 4 2 52 1 16 1 4 151 13
split_gain=42.5301 7.30092 4.32721 3.57215 2.39012 2.2738 1.6013 1.34452 1.23626 1.10277 0.920959 0.848738 0.717878 0.587526 0.867679 0.577886 0.466368 0.415224 0.412832 0.404896 0.351293 0.343893 0.347182 0.305099 0.418718 0.405249 0.34436 0.302751 0.300531 0.277349
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.090425000000000019 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.080270000000000022 -0.12018999999999998 -0.41942499999999994 -0.23091999999999999 -0.082869999999999985 -0.39453499999999991 0.11144500000000002 -0.41790499999999997 0.033845000000000007 0.11510000000000002 -0.56176499999999996 0.089770000000000016 -0.016164999999999995 1.0000000180025095e-35 -0.080364999999999978 -0.088419999999999985 -0.066634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 11 10 -5 -6 13 12 -4 19 -15 -13 -9 -18 -17 -1 -14 28 -23 -19 26 -26 -25 -16 -3 -29
right_child=1 2 6 8 9 -7 -8 16 -10 -11 -12 15 20 14 27 18 17 23 -20 -21 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0013208529599934792 0.0012544567347864619 0.00078223413696476064 0.00068372194336809445 0.0011593051375058557 0.0011343588926950316 0.00082522423738565025 0.00080827601573804609 0.00092507408356622741 0.00069270867151449212 0.00070334558099324567 0.0015328387775940925 0.00042492452907312079 0.00058859717804676814 0.00089453099822463776 0.0013364138325464992 0.00030157955951902373 0.0014053559715493874 0.0013691454817396883 -4.5181060609957218e-05 0.0010571694612909563 0.00032129452373413068 0.00083155011319938825 0.00062306694699303079 0.0011874519428127599 0.00082145759348343909 0.0011605076469697912 0.001387034536910658 0.0012639772405627656 0.00051567593216014481 0.0011531939378389123
leaf_weight=843 76 20 40 34 74 48 37 24 61 33 59 32 24 28 117 22 37 36 33 23 89 56 68 660 23 33 35 229 87 140
leaf_count=843 76 20 40 34 74 48 37 24 61 33 59 32 24 28 117 22 37 36 33 23 89 56 68 660 23 33 35 229 87 140
internal_value=0 0.000681119 0.000610268 0.00123241 0.000759162 0.00124758 0.000428585 0.00125644 0.000859701 0.00100143 0.00129294 0.000370049 0.000457977 0.00128268 0.00123017 0.000215418 0.00119451 0.00120236 9.35232e-05 0.00131385 0.000378067 0.000646943 0.000717221 0.00119281 0.00118436 0.00102125 0.0011975 0.0012495 0.0005655 0.00122195
internal_weight=0 691 615 2430 338 2335 277 2287 95 107 1439 240 153 1380 514 87 848 824 55 866 113 231 124 787 751 56 695 486 107 369
internal_count=3121 691 615 2430 338 2335 277 2287 95 107 1439 240 153 1380 514 87 848 824 55 866 113 231 124 787 751 56 695 486 107 369
is_linear=0
shrinkage=0.00196078


Tree=4238
num_leaves=31
num_cat=0
split_feature=1 155 3 0 47 48 50 47 133 160 150 148 4 48 3 15 1185 12 2 12 48 49 16 51 3 2 124 402 133 0
split_gain=0.938125 0.248923 0.18425 0.158985 0.124157 0.166445 0.173278 0.129552 0.126492 0.112201 0.118797 0.105338 0.095155 0.0891315 0.120871 0.117816 0.0824388 0.0794609 0.0996655 0.0793068 0.128627 0.156722 0.11367 0.148634 0.172476 0.076738 0.0764336 0.0749086 0.115445 0.129538
threshold=0.10124500000000002 0.11245500000000001 0.31299000000000005 0.22582000000000002 0.078345000000000012 -0.081134999999999999 0.10616500000000001 0.14174500000000004 0.086990000000000012 -0.076689999999999994 0.10375000000000002 -0.066239999999999979 0.0061450000000000003 0.10168500000000001 -0.073309999999999986 -0.13578499999999996 0.082795000000000021 -0.42850999999999995 0.15950500000000004 0.11472500000000001 0.085485000000000019 -0.014989999999999998 -0.42170999999999997 -0.20636999999999997 -0.010424999999999999 0.083215000000000011 -0.076779999999999987 0.08865000000000002 0.11269500000000002 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 13 5 -2 9 8 12 -7 19 -12 -6 15 -15 -1 26 -4 -19 20 21 -11 -23 -24 -25 -18 -17 -28 29 -29
right_child=1 -3 17 -5 7 6 -8 -9 -10 10 11 -13 -14 14 -16 16 25 18 -20 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.013902479837192817 0.013501518382690848 0.012078348554363898 0.0059681558023606035 0.0013436776725575328 0.015226553961936687 0.0073568128392079409 0.011854232974689115 0.0015734186041695269 0.0035321294716725662 -0.0084311007574433463 0.0025120973703451456 0.011400496494024992 0.0092024081162849648 0.0096492875420580403 0.0024694455815761382 0.0067298214986092515 0.0083106784488667148 0.0024292143788349273 -0.005475608746796339 0.0074943077545613053 0.0052800525815446687 0.0058912588329985737 0.0063050323026254771 0.00080894513976090829 -0.010854254778297176 0.015199866564181009 0.010043855505588768 0.0072897740038267034 0.0055430450662970546 0.013892996720421841
leaf_weight=94 24 66 35 20 37 89 33 23 28 20 24 30 90 81 33 63 22 58 22 25 61 35 20 32 21 61 1743 36 25 170
leaf_count=94 24 66 35 20 37 89 33 23 28 20 24 30 90 81 33 63 22 58 22 25 61 35 20 32 21 61 1743 36 25 170
internal_value=0 0.00620508 0.00565679 0.0102215 0.0063683 0.00541872 0.00492131 0.0085769 0.00961612 0.00428045 0.00325883 0.0074501 0.0109575 0.0102978 0.00757091 0.0104382 0.0102846 0.00199406 0.000255388 0.00220122 0.00150107 -0.000299847 0.00120594 -0.00104044 -0.00381232 0.0133738 0.0101587 0.0102681 0.0119602 0.012739
internal_weight=0 773 707 2348 592 414 390 178 155 357 268 54 127 2328 114 2214 2120 115 80 214 189 128 108 73 53 83 2037 1974 231 206
internal_count=3121 773 707 2348 592 414 390 178 155 357 268 54 127 2328 114 2214 2120 115 80 214 189 128 108 73 53 83 2037 1974 231 206
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 14 2 1 4 10 0 1 4 1 0 3 15 4 12 0 15 10 12 0 484 48 4 47
split_gain=40.7094 6.99739 4.30758 3.54709 2.13442 2.07611 1.57634 1.41361 1.24591 1.14075 1.08662 0.800956 0.746064 0.856236 0.553737 0.609705 0.577825 0.541899 0.49267 0.491204 0.467583 0.402588 0.496371 0.376061 0.368697 0.336682 0.359979 0.339802 0.37494 0.316482
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.095545000000000005 0.088105000000000003 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.09253500000000002 0.40473500000000007 -0.014199999999999999 -0.10474999999999998 0.085345000000000018 -0.013125 0.093100000000000002 0.14486500000000005 -0.05647499999999999 -0.097454999999999986 0.0082450000000000006 0.09202500000000001 -0.14723999999999998 -0.03241999999999999 -0.38124499999999995 0.090285000000000018 -0.079119999999999982 0.085595000000000018 0.087555000000000008 -0.39518999999999993 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 29 11 12 14 -5 -7 23 13 21 16 24 20 -13 -15 25 -6 -1 -23 -4 -16 -14 27 28 -27 -3
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 17 19 18 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015162784261863772 0.0013168019822138383 0.00070101043860230645 0.00036710233570198125 0.0012112691710598879 0.0014375716770811901 0.0011924474639793394 0.00088159611323284737 0.0016174854659566692 0.00078846713068696976 0.00076305822189987103 0.00076460193574818126 0.00075408550882315292 0.0013696310763610167 0.0012363802520947282 0.0013152832731980237 0.00089452085340240668 0.0010326829959816906 0.00046234498263048377 0.00086695742394242968 0.0011916960440614521 0.0012599861738568003 0.0014179847801432889 0.0010272537259494558 3.1450138549928236e-05 0.001146201591640915 0.0015347326977872382 0.0010772938625170634 0.0010702942078020059 0.0013097107683358394 0.00091110217640651202
leaf_weight=28 76 199 33 34 83 74 37 70 26 61 33 29 1126 23 70 29 31 157 35 76 182 25 25 21 170 32 26 20 258 32
leaf_count=28 76 199 33 34 83 74 37 70 26 61 33 29 1126 23 70 29 31 157 35 76 182 25 25 21 170 32 26 20 258 32
internal_value=0 0.000755509 0.000686146 0.00129487 0.00130998 0.000834702 0.000504876 0.00134449 0.00120815 0.000923471 0.0010605 0.000446798 0.00133308 0.00119388 0.00122746 0.00116307 0.00128598 0.000507831 0.00101345 0.00134539 0.00131561 0.00132804 0.00122262 0.000236571 0.00119552 0.00135338 0.00129891 0.00131749 0.00133454 0.000730114
internal_weight=0 691 615 2430 2335 338 277 1744 591 95 107 240 1674 136 565 269 296 186 58 1538 265 78 50 54 240 1462 336 310 290 231
internal_count=3121 691 615 2430 2335 338 277 1744 591 95 107 240 1674 136 565 269 296 186 58 1538 265 78 50 54 240 1462 336 310 290 231
is_linear=0
shrinkage=0.00196078


Tree=4240
num_leaves=31
num_cat=0
split_feature=1 3 9 2 2 131 42 14 2 34 52 2 43 2 484 51 43 12 12 42 42 52 159 160 4 16 10 4 3 16
split_gain=0.938108 0.176008 0.147454 0.139132 0.125446 0.131841 0.132891 0.106068 0.124085 0.102687 0.0996652 0.0968956 0.111824 0.109075 0.10878 0.115645 0.0986768 0.0966933 0.168237 0.124159 0.1196 0.0932501 0.130066 0.118596 0.103013 0.166011 0.0905734 0.0790175 0.118047 0.0794503
threshold=0.10920500000000001 -0.049509999999999992 -1.0000000180025095e-35 0.31358000000000003 0.095545000000000005 0.082070000000000018 -0.064119999999999996 0.076975000000000002 -0.13033999999999998 -0.021334999999999996 -0.45478499999999994 0.10981000000000002 -0.079914999999999986 -1.0000000180025095e-35 -0.065594999999999987 0.10027500000000002 0.0061450000000000003 0.10673000000000001 0.11472500000000001 -0.013389999999999997 0.090545000000000014 0.024145000000000003 0.082585000000000006 0.066685000000000008 -0.42529999999999996 0.13751500000000003 -0.0026549999999999994 0.022185000000000003 -0.081814999999999985 0.071345000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 -1 9 7 10 -7 8 -4 26 -6 13 -13 -11 -14 16 -16 19 -19 -2 -21 22 27 -24 -23 -26 -3 28 -12 -30
right_child=1 3 4 -5 5 6 -8 -9 -10 11 21 12 14 -15 15 -17 -18 18 -20 20 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0030348284839419649 0.0026633422400447588 0.0040664514551233301 0.0043051784660554293 -0.0033085310629204566 0.01175888195741091 0.0091089337020470156 -0.00054950477954532416 0.014295619889485855 0.010496408734090865 0.0042152090311551897 -0.002770041583571583 -0.0014680728695734783 -0.0016123521537519993 0.012819443274672857 0.0059734624335936633 0.011232308127606909 -0.0014391462096855754 -0.0022156680823007427 0.0087726915439002625 0.015538847717260452 0.0084139606915414333 0.017024146979674699 0.0070553544634843583 0.01534786528038759 0.010462366035431558 0.0018442366852323177 -0.0037804618990776363 0.0079131182890049504 0.0082768843410179968 0.00099553355222186941
leaf_weight=30 21 38 33 23 139 29 28 72 1700 26 20 27 20 34 124 36 21 22 38 38 62 20 34 35 211 25 24 122 47 22
leaf_count=30 21 38 33 23 139 29 28 72 1700 26 20 27 20 34 124 36 21 22 38 38 62 20 34 35 211 25 24 122 47 22
internal_value=0 0.00546716 0.0100045 0.00422552 0.010087 0.00898276 0.00436444 0.0105348 0.0103785 0.00472062 0.00937275 0.00551535 0.00457441 0.00909094 0.00538609 0.00615939 0.00489991 0.00802591 0.00474363 0.00965349 0.0111214 0.00875396 0.00749276 0.0112617 0.0101334 0.00954943 0.00102894 0.00626026 0.00399454 0.00595529
internal_weight=0 554 2567 373 2537 732 57 1805 1733 350 675 288 228 60 201 181 145 181 60 121 100 536 280 69 256 236 62 211 89 69
internal_count=3121 554 2567 373 2537 732 57 1805 1733 350 675 288 228 60 201 181 145 181 60 121 100 536 280 69 256 236 62 211 89 69
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=31
num_cat=0
split_feature=1 12 14 2 47 2 4 34 10 0 34 12 16 52 123 13 4 1 4 3 2 4 52 479 15 1419 15 13 1 1429
split_gain=0.770301 0.203648 0.131672 0.139476 0.129481 0.180011 0.158571 0.151212 0.111681 0.156498 0.138835 0.135885 0.108237 0.25224 0.102013 0.106367 0.100163 0.0900606 0.0877518 0.087435 0.150603 0.121609 0.10339 0.0811585 0.155045 0.0792269 0.0979634 0.139352 0.0965248 0.0778694
threshold=0.11846000000000002 0.078300000000000008 -0.10708499999999999 0.10855000000000002 0.096300000000000011 1.0000000180025095e-35 -0.064054999999999987 -0.0011599999999999998 -0.005834999999999999 -0.019414999999999998 -0.038779999999999995 -0.088589999999999988 -0.0087049999999999992 -0.11592499999999999 0.12630500000000003 -0.28558999999999996 -0.033174999999999989 0.088340000000000016 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.097604999999999983 0.029970000000000007 0.098035000000000011 0.11657500000000001 0.083440000000000014 1.0000000180025095e-35 0.090705000000000008 0.081670000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 9 11 -10 -2 -5 -14 15 -12 -17 -8 19 20 -3 22 -21 -23 -25 26 27 -22 -28 -29
right_child=8 18 3 12 -6 6 17 -9 10 -11 14 -13 13 -15 -16 16 -18 -19 -20 21 25 23 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.012018335979504913 0.0096208075704496548 0.01886624051630497 0.0063611944800608658 0.0060612237721215934 0.015545538252918052 0.011655712220817805 0.0091147259454673179 -0.0024368768938196205 -0.0029994371713006071 -0.006841242056162585 0.0024844503178009913 -0.00066921438908938214 0.0075325251147151003 -0.0065355779925504558 -0.0014128309511579574 0.012874718048368339 0.0062651105790600447 0.0044758430713515603 0.0076311304464114276 0.0016071263233489183 0.0014276445808785933 0.0096088890028173946 0.0091888982483318889 5.748130381107331e-06 0.011516297066753563 0.015830020197545706 0.0090835931572925167 0.0059886555215122091 0.01824941941536963 0.014248703733086588
leaf_weight=51 21 25 56 96 20 102 79 30 21 21 63 33 25 26 20 27 152 89 280 37 27 1622 35 25 22 23 27 21 20 25
leaf_count=51 21 25 56 96 20 102 79 30 21 21 63 33 25 26 20 27 152 89 280 37 27 1622 35 25 22 23 27 21 20 25
internal_value=0 0.00884472 0.00716817 0.00669521 0.0077163 0.00727645 0.00854554 0.0032921 0.00391474 0.000483824 0.00482399 0.00333246 0.00408344 0.000360551 0.00545106 0.00601832 0.00726209 0.00665722 0.00928434 0.00952683 0.0117055 0.0093166 0.00529271 0.00949019 0.00539366 0.0104536 0.00942309 0.00713049 0.0129839 0.0104778
internal_weight=0 2763 574 523 376 356 270 86 358 75 283 54 147 51 262 242 179 168 2189 1909 168 1741 72 1669 47 143 120 73 47 46
internal_count=3121 2763 574 523 376 356 270 86 358 75 283 54 147 51 262 242 179 168 2189 1909 168 1741 72 1669 47 143 120 73 47 46
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=31
num_cat=0
split_feature=4 2 3 106 52 4 15 42 10 15 0 15 0 15 1 48 49 13 16 3 14 13 403 403 403 1210 3 483 12 160
split_gain=0.641592 0.237655 0.155678 0.115515 0.114126 0.133902 0.102866 0.105604 0.100504 0.0965171 0.177271 0.274623 0.22899 0.107449 0.0937972 0.103498 0.0849724 0.101024 0.084867 0.0840491 0.103513 0.0985295 0.094776 0.231245 0.262865 0.107857 0.097405 0.0947608 0.0861557 0.0854934
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.039215000000000007 0.50500500000000004 -0.15914499999999995 0.11934000000000002 -0.074314999999999978 0.083195000000000005 -0.10836499999999999 -0.015039999999999998 -0.15202999999999997 0.084050000000000014 0.085110000000000005 0.10866500000000003 0.088930000000000009 -0.013304999999999999 -0.079734999999999986 -0.12711499999999995 0.08104500000000002 0.0036400000000000004 -0.44023999999999991 -0.53960999999999981 -0.52800499999999995 0.0028200000000000005 -0.083154999999999993 0.11494000000000001 0.092255000000000018 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 -6 16 9 -2 10 11 14 -13 -11 -8 -16 -1 -18 -9 20 -15 22 23 26 -25 27 -21 29 -23 -24
right_child=4 -3 -4 -5 5 -7 7 18 -10 13 -12 12 -14 19 15 -17 17 -19 -20 21 -22 28 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.016352976693047416 -0.0029068251981610254 -0.00046222713267938663 0.0032016043947805887 0.0021239686186515518 0.011395714961524521 0.0036591119055951675 0.01039561157166544 0.0086509470340920755 0.0031480467394937443 0.013704104757709232 0.0082284537123065177 0.0048410425709638129 -0.0094577517138705377 0.016037256561000558 0.0039660231738404645 0.011716241808608176 0.015121754040010274 0.0061648950035519462 0.002858028546236738 0.006942219773984769 0.0073510430753231052 0.0022989988925733737 0.014646928129562488 -0.0076412866264581689 0.0072609036325894556 0.01575572383052741 0.015217404011636973 0.0033875197051437922 0.0078038770372090352 0.0091738794363275169
leaf_weight=27 31 33 64 31 35 62 54 41 237 47 1213 24 21 34 96 21 20 34 66 33 23 42 30 20 29 26 25 27 88 587
leaf_count=27 31 33 64 31 35 62 54 41 237 47 1213 24 21 34 96 21 20 34 66 33 23 42 30 20 29 26 25 27 88 587
internal_value=0 0.00797308 0.0080753 0.00819261 0.00351148 0.00645067 0.0082642 0.00815263 0.00244767 0.00828747 0.00775845 0.00511905 -0.00183173 0.0090352 0.0069482 0.00535709 0.0117725 0.00948225 0.00507774 0.00880757 0.0125323 0.00857349 0.00899981 0.00623616 0.00117838 0.00944117 0.0105091 0.00918624 0.00602538 0.00943999
internal_weight=0 2756 2723 2659 365 97 2628 2547 268 2440 1429 216 45 1011 171 117 81 54 107 964 57 907 777 107 49 670 58 644 130 617
internal_count=3121 2756 2723 2659 365 97 2628 2547 268 2440 1429 216 45 1011 171 117 81 54 107 964 57 907 777 107 49 670 58 644 130 617
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=31
num_cat=0
split_feature=1 2 11 11 10 43 52 16 3 3 2 3 16 15 160 16 1 1424 483 4 160 3 1 157 16 4 159 481 43 1375
split_gain=0.52389 0.159669 0.125407 0.149207 0.116168 0.109135 0.103497 0.0883887 0.118969 0.27834 0.157526 0.154262 0.148684 0.117875 0.105134 0.0941763 0.0864414 0.0768413 0.0742771 0.0749504 0.0695588 0.236903 0.097899 0.133448 0.11065 0.0906465 0.100784 0.100873 0.0970159 0.0964513
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 -1.0000000180025095e-35 -0.079584999999999975 -0.020999999999999994 0.51222500000000004 -0.10217499999999997 -0.14477499999999996 0.11548000000000001 -0.074479999999999977 0.27252000000000004 -0.047714999999999987 -0.33012999999999998 0.40737000000000007 0.16773500000000005 1.0000000180025095e-35 0.098395000000000024 -0.034939999999999992 -0.04016999999999999 -0.12018999999999998 0.089625000000000024 -0.082819999999999991 -0.18708499999999997 -0.082769999999999982 -0.089309999999999987 -0.045769999999999991 -0.082389999999999977 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5 8 9 10 -3 13 14 15 -13 -10 18 20 19 -2 21 -6 23 -22 -24 -23 27 -27 29 -28
right_child=16 7 3 6 17 -7 -8 -9 11 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 22 25 24 -25 -26 26 28 -29 -30 -31
leaf_value=4.7961242962628603e-05 0.0067482858166719485 0.0093990434273636264 0.017408815545162985 0.013087166605982931 -0.0015251987790928553 0.0084704271424561745 0.0030356727933048252 0.008266848615915855 0.004733328044255216 -0.0080956117028281802 -4.4960243570985216e-05 0.011609781644521998 -0.0020834649010794239 0.013758433558600578 0.0049844803079873885 0.012200741462099056 -0.0029520633154670184 0.013751119745429606 0.0092960323253646494 0.0023095467741642817 0.01360016263333028 0.011095965431784005 -0.00070820552784772153 0.0080980750164564748 0.0068179085158668121 0.013096310543187429 0.013917280538451106 0.0071950246829129323 0.0041189942512350345 0.0065105347531951132
leaf_weight=40 45 38 28 20 34 25 21 123 57 21 33 26 28 37 304 24 23 20 20 246 46 51 21 1057 280 40 21 105 179 108
leaf_count=40 45 38 28 20 34 25 21 123 57 21 33 26 28 37 304 24 23 20 20 246 46 51 21 1057 280 40 21 105 179 108
internal_value=0 0.00715468 0.00758928 0.0117817 0.00744656 0.00328737 0.00793884 0.00583643 0.00531012 0.00201818 0.00500958 0.00594638 0.00491285 0.00908203 0.00550647 0.00694589 0.00296361 0.00758436 0.0034011 0.00299595 0.00752085 0.00655403 0.00789132 0.00832754 0.00629283 0.00709906 0.00664907 0.00882297 0.00562565 0.00771628
internal_weight=0 2787 2096 69 2027 65 41 691 568 92 71 476 358 118 330 81 334 1962 311 291 1942 538 1404 1103 301 504 453 145 308 129
internal_count=3121 2787 2096 69 2027 65 41 691 568 92 71 476 358 118 330 81 334 1962 311 291 1942 538 1404 1103 301 504 453 145 308 129
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=31
num_cat=0
split_feature=1 2 11 11 10 43 52 2 13 13 15 16 3 3 157 4 157 42 0 131 3 131 42 13 133 0 1453 1453 481 2
split_gain=0.424351 0.129332 0.10158 0.120858 0.094096 0.0883996 0.0838324 0.079958 0.0891673 0.0896609 0.130134 0.0812329 0.120125 0.238543 0.144098 0.0899952 0.0860175 0.0835323 0.0723407 0.0873414 0.0987999 0.0856536 0.0703927 0.0696604 0.089039 0.0735326 0.0674188 0.108471 0.0766658 0.104574
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 -1.0000000180025095e-35 -0.079584999999999975 -0.020999999999999994 0.15361500000000003 -0.08971999999999998 -0.080344999999999986 -0.040804999999999994 0.51222500000000004 -0.10217499999999997 -0.20241999999999996 0.10977500000000003 -0.0083799999999999986 -0.097649999999999987 -0.091964999999999977 0.024095000000000002 0.096070000000000016 -0.116045 0.10548500000000001 0.097315000000000026 -0.064619999999999983 0.057185000000000007 -0.26343999999999995 -0.15270999999999998 -0.085754999999999984 -0.073474999999999985 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5 8 22 10 -10 12 13 15 16 -11 -14 -18 19 20 -2 -21 -3 -19 25 -25 -6 -28 29 -29
right_child=18 7 3 6 26 -7 -8 -9 9 11 -12 -13 14 -15 -16 -17 17 23 -20 21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=4.3165117967873816e-05 0.0092176921921782208 0.0015417506811262549 0.015667933873399827 0.011778449986013585 0.0010496089304797352 0.0076233845716342334 0.0027321058192423414 -0.0001874265099803989 0.0045379833861564599 0.0099725515366299086 0.014572878151998989 0.0079105789905778417 1.9116034465176719e-05 -0.0081463483953848476 -0.0023707906759920577 0.00048596958396956324 0.012053872394160583 0.0102523037897689 -0.0013226514973212035 0.011531432874946167 0.0018886855122857975 0.0028036531844091686 0.0074717772739509554 0.0025163773578242401 0.0024383816128487096 0.0079021162709381563 0.014211855842731894 0.0073585170188120433 0.0066067743678110058 0.012889891884127714
leaf_weight=40 20 87 28 20 20 25 21 26 24 20 28 115 21 20 21 20 26 35 40 23 229 22 26 32 68 122 20 133 1743 46
leaf_count=40 20 87 28 20 20 25 21 26 24 20 28 115 21 20 21 20 26 35 40 23 229 22 26 32 68 122 20 133 1743 46
internal_value=0 0.00643921 0.00683035 0.0106036 0.00670191 0.00295863 0.00714496 0.00525279 0.00546549 0.0059894 0.00994139 0.0055784 0.00488177 0.000770724 0.00564073 0.00522926 0.00619416 0.00665238 0.00266725 0.00321009 0.00247736 0.00726452 0.00290618 0.00610593 0.00545222 0.006783 0.00682592 0.00688541 0.00680917 0.00877999
internal_weight=0 2787 2096 69 2027 65 41 691 665 552 52 500 385 60 325 40 304 283 334 294 249 45 113 257 222 154 1962 1942 1922 179
internal_count=3121 2787 2096 69 2027 65 41 691 665 552 52 500 385 60 325 40 304 283 334 294 249 45 113 257 222 154 1962 1942 1922 179
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=31
num_cat=0
split_feature=4 2 3 3 10 39 40 48 45 160 42 13 147 3 4 43 2 1 3 376 160 483 1454 160 484 15 16 1374 130 52
split_gain=0.360702 0.151007 0.0941774 0.0916423 0.0901242 0.0848685 0.0987085 0.0774965 0.0763384 0.0720074 0.0713693 0.105053 0.105077 0.101943 0.0880542 0.0845161 0.0899566 0.0826515 0.0906962 0.0709918 0.0646801 0.0715869 0.157706 0.0817056 0.096903 0.120181 0.082462 0.117136 0.0974658 0.0942358
threshold=0.26790000000000008 0.17025000000000004 0.63141500000000017 0.20828500000000003 -0.15282499999999996 -0.0091949999999999983 -0.08440499999999998 0.12118000000000002 0.084355000000000013 0.085130000000000011 0.090310000000000015 0.10820000000000002 0.08789000000000001 -0.0025099999999999996 0.41257000000000005 -0.053764999999999993 0.13712500000000002 0.10887500000000001 0.11658 0.091135000000000008 0.62940000000000007 -0.095084999999999989 0.083800000000000013 0.11281500000000001 -0.09849999999999999 -0.069954999999999989 -0.062804999999999986 0.086000000000000007 -0.081769999999999995 -0.085984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 -1 9 10 19 -7 11 12 15 -12 -14 -6 17 -17 -19 20 21 22 -8 24 25 -23 29 28 -28 -26
right_child=2 -3 -4 -5 7 6 8 -9 -10 -11 13 -13 14 -15 -16 16 -18 18 -20 -21 -22 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.011921576699144983 -0.0023399063975860675 -0.00089332422552009438 -0.0041459684120491152 0.0021429231368182674 0.0032093508396470963 -0.0013020724334637636 0.010904759410186671 -0.0019635755601339045 0.010973977946466016 0.0056419330798754734 0.0047528639103152923 -0.00062716931795641306 -0.0033230195398486796 -0.0023010609432822095 0.0057298905216157442 0.0064016123858070184 0.0037668511415992322 0.017662341558289798 0.0084746208485393295 4.7041112557053568e-05 0.00036439046147279447 0.0044944099554586935 0.0014538974450577214 0.0026233773757244499 0.013366769766435027 0.014292216306972888 -0.0012647360725247343 0.011136481437065146 0.0053152285925074779 0.0064422539204588083
leaf_weight=24 30 33 20 63 43 32 76 25 31 28 42 31 21 40 22 31 29 22 21 20 20 21 23 71 20 31 23 34 1060 1134
leaf_count=24 30 33 20 63 43 32 76 25 31 28 42 31 21 40 22 31 29 22 21 20 20 21 23 71 20 31 23 34 1060 1134
internal_value=0 0.00583047 0.00253165 0.00591232 0.00290575 0.006002 0.00594786 0.003387 0.00604168 0.00193846 0.00382993 0.00476846 0.00565346 0.00131192 0.0013087 0.00693308 0.00848764 0.0103377 0.0131753 0.00598132 0.00602855 0.00607399 0.0087091 0.00596502 0.00606715 0.0103354 0.00596942 0.00535693 0.00517549 0.00656226
internal_weight=0 2744 377 2711 357 2648 2624 327 2564 60 302 220 189 82 43 146 103 74 43 2533 2513 2493 99 2394 2323 52 2271 1117 1083 1154
internal_count=3121 2744 377 2711 357 2648 2624 327 2564 60 302 220 189 82 43 146 103 74 43 2533 2513 2493 99 2394 2323 52 2271 1117 1083 1154
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 2 4 1 14 0 15 4 1 132 3 1 0 0 1 147 0 13 1 43 131 160 3
split_gain=46.6332 8.10849 4.64431 3.80817 2.33667 2.14962 1.69276 1.54111 1.38722 1.52606 1.01125 0.944695 0.915425 1.31337 0.644667 1.03847 0.630525 0.636106 0.495353 0.626239 0.450966 0.449678 0.374202 0.339041 0.310803 0.297876 0.292198 0.279724 0.250451 0.263943
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.092235000000000025 0.10467500000000002 -0.022174999999999997 0.14122000000000004 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.062655000000000016 -0.10607499999999999 -0.11033999999999998 -0.013125 0.093100000000000002 0.08764000000000001 0.31534000000000006 0.075045000000000014 -0.019414999999999998 -0.14226499999999997 0.091450000000000017 0.088610000000000008 -0.061629999999999997 -0.078279999999999975 0.11588000000000001 -0.0040649999999999983 0.09031500000000002 -0.067824999999999983 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 5 4 11 6 23 14 9 -4 -5 12 13 -1 18 24 17 -10 19 26 -15 -14 -7 25 -16 -3 -6 -2 -11 -30
right_child=1 2 8 10 7 22 -8 -9 16 28 -12 -13 21 20 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015437992079919125 0.0014624256938471154 0.0013996076125365037 0.00085977897318041327 0.0012408127077998038 0.001405302432803396 0.00076940955134659379 0.00075430490057883689 0.00091171781913279798 0.00041107959050273082 0.00065936546278005188 0.00081880952491134886 0.0016508723760540918 0.0014316444556988443 0.0011988297832176294 0.0013654154504167209 0.00089141360831026942 0.00064365016512320423 7.6054770422474569e-05 0.0014741779007758802 0.0010998496410574718 0.00088085938345156629 0.0013305727652356293 0.00053900335812667277 0.0010008121617868834 0.0012311159692951423 0.0011219688977291381 0.001263832502438954 0.0012065114465609095 0.00053844503170288752 0.00030882687571511425
leaf_weight=35 52 39 66 34 155 177 46 41 53 22 61 62 1201 47 97 30 22 37 102 44 27 197 32 20 209 24 88 24 38 39
leaf_count=35 52 39 66 34 155 177 46 41 53 22 61 62 1201 47 97 30 22 37 102 44 27 197 32 20 209 24 88 24 38 39
internal_value=0 0.000777396 0.000702728 0.00135467 0.00137033 0.000856982 0.00105602 0.00128155 0.000514506 0.000628828 0.000969842 0.00141367 0.00140391 0.00123084 0.00130247 0.00123956 0.000346085 0.000273347 0.00135681 0.0013151 0.00108281 0.0014174 0.000734132 0.00122323 0.00127369 0.00129384 0.00135407 0.00138161 0.000474861 0.000422145
internal_weight=0 691 615 2430 2335 338 129 766 277 165 95 1569 1507 109 725 336 112 90 389 287 74 1398 209 83 306 63 243 76 99 77
internal_count=3121 691 615 2430 2335 338 129 766 277 165 95 1569 1507 109 725 336 112 90 389 287 74 1398 209 83 306 63 243 76 99 77
is_linear=0
shrinkage=0.00196078


Tree=4247
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 47 1 14 0 15 0 2 4 0 1 0 52 14 1 1 15 16 160 3 475 1420 131
split_gain=30.1267 5.5271 3.17948 2.39365 1.59704 1.54394 1.21683 1.04701 1.01888 0.823835 0.757072 0.538504 0.893444 0.574906 0.484432 0.426262 0.409005 0.363787 0.275066 0.266957 0.284957 0.291093 0.231394 0.230585 0.234011 0.204687 0.19988 0.190047 0.249479 0.18851
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10467500000000002 0.091265000000000013 -0.022174999999999997 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.062655000000000016 -0.10607499999999999 -0.098289999999999975 -0.14226499999999997 0.14285500000000004 0.27834500000000006 -0.23091999999999999 0.090540000000000023 -0.062294999999999996 -0.56176499999999996 0.076175000000000007 0.099195000000000019 0.11588000000000001 -0.41942499999999994 -0.11118499999999999 -0.067824999999999983 -0.0025099999999999996 -0.088274999999999978 -0.083604999999999985 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 6 10 18 16 14 -5 11 12 -1 -14 15 -4 -7 27 22 -18 21 -21 -3 -16 -25 -17 -27 -13 -29 -2
right_child=1 2 8 9 -6 7 -8 -9 -10 -11 -12 17 13 -15 23 25 19 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0012384443381373278 0.0011991588611185507 0.0011781794650497451 0.0006220701185245649 0.001041448039390499 0.00059807130921265433 0.00079219055446395242 0.00061971203607442732 0.00074071726396088397 0.00072346420642274776 0.00066055129598005915 0.0013638278623780142 0.0010274605626698933 0.00098856253964793323 0.00058617045591567078 0.0003912673612625181 0.00054384331359430343 0.0012297748811965878 0.0010819684668346439 0.00082333619131538826 0.0010617906376103794 0.0012862522589837581 0.00083750868494045195 0.00093225329822184996 0.00032417057623596832 8.274260211118402e-05 0.00043354472712004463 0.00023627260197684461 0.0013839088623819789 0.0011680841456889934 0.00098383302091489713
leaf_weight=39 54 38 39 34 209 21 46 41 37 61 62 36 43 20 37 23 38 230 21 681 21 23 24 29 33 39 40 21 1059 22
leaf_count=39 54 38 39 34 209 21 46 41 37 61 62 36 43 20 37 23 38 230 21 681 21 23 24 29 33 39 40 21 1059 22
internal_value=0 0.000637977 0.000576331 0.00110197 0.00070396 0.00111438 0.000875517 0.00104617 0.000420595 0.000796872 0.00115165 0.00114257 0.00100521 0.000860819 0.000373903 0.000447718 0.00106214 0.00115298 0.00101729 0.00106957 0.00106118 0.00105446 0.00108298 0.000268771 0.000195669 0.000381054 0.00033366 0.00116761 0.00117228 0.00113683
internal_weight=0 691 615 2430 338 2335 129 825 277 95 1510 1448 102 63 240 141 784 1346 83 763 725 704 62 99 62 102 79 1116 1080 76
internal_count=3121 691 615 2430 338 2335 129 825 277 95 1510 1448 102 63 240 141 784 1346 83 763 725 704 62 99 62 102 79 1116 1080 76
is_linear=0
shrinkage=0.00196078


Tree=4248
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 150 14 131 10 1375 151 12 394 38 40 45 42 52 16 49 42 1 50 2 1428 472 1426 0 52 3
split_gain=0.510821 0.17924 0.127123 0.101319 0.114893 0.0885433 0.105954 0.105014 0.157495 0.0800217 0.13666 0.0808579 0.100856 0.0818998 0.203237 0.081098 0.0830881 0.0860722 0.078207 0.118965 0.0875629 0.072602 0.114329 0.104353 0.0640823 0.124208 0.07428 0.069947 0.0745563 0.14678
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.12068000000000002 -0.47013499999999991 0.093260000000000023 -1.0000000180025095e-35 -0.16449999999999998 -0.044604999999999992 -0.010834999999999999 -0.081984999999999988 0.091770000000000004 -0.045684999999999996 0.084355000000000013 0.11457500000000002 -0.037344999999999996 -0.54928499999999991 -0.0072499999999999986 0.088795000000000013 0.091785000000000019 0.11610000000000001 0.089775000000000008 0.094820000000000015 -1.0000000180025095e-35 -0.061919999999999996 -0.23194499999999998 0.10347000000000002 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 6 -2 8 -8 10 -1 12 -11 14 -14 16 24 -18 -10 -20 -21 23 -23 -19 26 -26 -13 -28 -29 -30
right_child=3 -3 -4 4 -6 -7 7 -9 18 11 -12 15 13 -15 -16 -17 17 21 19 20 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0089611465759251423 0.0072213188209570948 -0.00017043937096428692 0.0028046475492403029 0.0081072926773938687 0.00098174747721658964 0.0080105395056307323 -0.006392466011006505 0.007433766448362307 0.0067856118265215469 0.012131605297327042 -0.0016208705340082256 0.0022994228477518147 0.0056702136445571398 0.010166344702243806 -0.0034231756115332248 0.012672929123049648 -0.00059004454829153562 0.014193168809579222 -0.0059181362856179478 0.0036463236341390901 -0.0022252940895300158 -0.0014425958739593626 0.0086141195241361858 0.0061648850576431664 0.0066216828636825086 0.017053858501215779 0.01356301275547594 0.0079134748482280488 -0.0011825711311151585 0.0068803714498967819
leaf_weight=23 30 33 63 72 33 24 31 22 23 21 26 26 136 25 30 31 21 20 24 81 37 26 20 85 25 21 20 1687 24 381
leaf_count=23 30 33 63 72 33 24 31 22 23 21 26 26 136 25 30 31 21 20 24 81 37 26 20 85 25 21 20 1687 24 381
internal_value=0 0.007155 0.00724417 0.00322929 0.00586784 0.00221073 0.00164946 0.000882691 0.000147366 0.00734979 0.0033462 0.00742527 0.00555366 0.00483043 0.00402683 0.0075915 0.00752464 0.0054085 0.00137606 0.000499867 0.00180522 0.00624274 0.00292989 0.00769408 0.0076913 0.0113842 0.00761184 0.00767724 0.00762097 0.00640257
internal_weight=0 2744 2711 377 105 272 248 218 196 2648 49 2599 212 191 166 2387 2356 172 165 142 118 151 46 105 2184 46 2138 2112 2092 405
internal_count=3121 2744 2711 377 105 272 248 218 196 2648 49 2599 212 191 166 2387 2356 172 165 142 118 151 46 105 2184 46 2138 2112 2092 405
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 2 0 43 2 0 4 49 4 4 50 1 457 3 1 2 15 39 1 51 1 1 47
split_gain=42.9342 5.36819 4.41673 2.8415 2.67266 2.17914 1.58039 1.39167 1.1707 1.07117 0.921602 0.76877 0.765206 0.743292 0.608377 0.57839 0.50769 0.47393 0.433793 0.39836 0.39402 0.380928 0.369575 0.341789 0.35323 0.332739 0.325863 0.30631 0.304722 0.299529
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.097070000000000004 -1.0000000180025095e-35 0.10803500000000001 -0.14832499999999996 -0.04890499999999999 0.13501500000000002 -0.23194499999999998 0.24564500000000003 -0.012034999999999999 -0.04890499999999999 0.0061450000000000003 0.041865000000000006 0.13436000000000001 0.032140000000000009 -0.22605499999999998 0.12958500000000003 0.11389000000000002 -0.41396999999999995 0.08733500000000001 0.13075500000000004 -0.096089999999999981 0.083345000000000016 0.12000500000000001 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 14 7 9 28 21 -4 -5 20 -1 19 -2 -10 -11 23 -17 -12 -8 -9 26 -7 -25 -6 -14 -18 -3 -16
right_child=1 5 6 10 25 17 11 8 15 16 13 -13 22 -15 29 18 27 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012451654157324056 0.00048105358388092294 0.00026323946186773527 0.0012589689507788303 0.00042142126622689481 0.00040188016432027025 2.9533606477605264e-05 0.0010226530012484192 0.0008361075471907376 0.00060702176399382894 0.00097818282835967661 0.00082047016011120761 0.00057471265984777105 0.0010631608754059988 0.00039985789725351686 0.0010045058254019338 0.00029948651559856906 0.00092256600883874028 0.00018915852368233657 2.1681825449159242e-05 0.00054193126939540534 0.00084581659731812584 0.00046221275854965347 0.00061316130720109386 -0.00041828366849777323 -7.0755903665468609e-05 0.00012100910907915605 0.00084334537972460843 0.00072913252871160082 5.2360053170324084e-06 0.00077271859153369695
leaf_weight=22 20 24 50 88 50 30 56 22 20 1470 82 37 33 29 34 128 88 23 26 26 359 20 21 22 23 24 121 49 66 58
leaf_count=22 20 24 50 88 50 30 56 22 20 1470 82 37 33 29 34 128 88 23 26 26 359 20 21 22 23 24 121 49 66 58
internal_value=0 0.000324301 0.000911664 0.000728552 0.000599947 0.000197395 0.000948303 0.00027889 0.000364246 0.000976337 0.000577999 0.000845533 0.000900503 0.000678574 0.000791 0.000293324 0.000967543 -5.70711e-05 0.000252584 0.000753415 0.000869679 0.000658062 0.000857174 -0.000132582 -0.000240658 0.000310787 0.000890449 0.000853382 7.40369e-05 0.000858379
internal_weight=0 590 2531 422 186 404 2109 306 216 1657 225 452 197 137 112 174 1607 98 154 108 415 42 175 75 45 74 154 137 90 92
internal_count=3121 590 2531 422 186 404 2109 306 216 1657 225 452 197 137 112 174 1607 98 154 108 415 42 175 75 45 74 154 137 90 92
is_linear=0
shrinkage=0.00196078


Tree=4250
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 14 2 1 11 1 4 4 2 1 1 3 1 12 3 50 0 2 133 155 1
split_gain=41.4028 6.69576 3.45981 3.11727 2.21891 2.10809 1.86259 1.44946 1.31901 1.20567 1.18625 1.09534 0.59906 0.503562 0.598913 0.635831 0.488403 0.449002 0.440275 0.385856 0.354271 0.345938 0.319636 0.380737 0.293072 0.275895 0.274795 0.296534 0.268352 0.249724
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.089775000000000008 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.13712500000000002 0.122715 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 -0.15289999999999995 0.094835000000000017 0.16175000000000003 0.086920000000000011 -0.014944999999999998 0.12408500000000001 0.095780000000000018 -0.10831999999999999 0.041865000000000006 -0.14226499999999997 0.13622000000000004 -1.0000000180025095e-35 0.10158500000000002 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 7 6 10 20 17 29 19 13 28 14 22 -16 -11 -1 24 -4 -3 -18 23 -8 -6 -15 27 -5 -2 -9
right_child=1 4 5 26 18 -7 11 9 -10 16 -12 -13 -14 25 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001522197299053946 0.0013209860726488161 0.00079713186313366065 0.0015089356830219052 0.00071741310350012543 0.00048972599376920114 0.00089217177163781439 0.0012355508070091062 0.0012613797785914068 0.00093919077137038934 0.001115174486356623 0.0017687798286575118 0.0010586924381915507 0.0010761352033027529 0.0017334120132281392 0.0014205156087207526 0.0010240933576635286 0.00084345623268858099 0.0012055851138128497 0.00024381901453189155 0.0014356966940754356 0.00053771578096003777 0.00063713375404198848 0.0013507312125727242 0.001451966440933734 0.00073953687209709013 0.0014761314673820338 0.00065206720530256335 0.0010053619677649144 0.001518739039449815 0.0009852567139793844
leaf_weight=26 74 29 917 20 65 26 34 34 69 20 60 38 29 22 28 35 122 51 21 396 67 42 300 387 25 59 20 44 41 20
leaf_count=26 74 29 917 20 65 26 34 34 69 20 60 38 29 22 28 35 122 51 21 396 67 42 300 387 25 59 20 44 41 20
internal_value=0 0.000879638 0.00142877 0.00115287 0.000739644 0.00144734 0.00145368 0.000819463 0.00113607 0.000901499 0.00149917 0.00138451 0.00132798 0.00139883 0.00138362 0.00120028 0.000825895 0.00131249 0.000499467 0.00148685 0.000616081 0.000790618 0.00139964 0.00143449 0.000559118 0.00154601 0.000852685 0.000915378 0.00139149 0.00115911
internal_weight=0 673 2448 228 445 2302 2276 334 146 238 1373 903 144 865 784 63 184 77 111 1313 96 164 721 421 90 81 84 64 115 54
internal_count=3121 673 2448 228 445 2302 2276 334 146 238 1373 903 144 865 784 63 184 77 111 1313 96 164 721 421 90 81 84 64 115 54
is_linear=0
shrinkage=0.00196078


Tree=4251
num_leaves=31
num_cat=0
split_feature=1 3 1 10 44 4 2 400 52 133 160 403 3 156 15 15 0 15 13 16 49 159 1429 159 159 3 51 131 1373 157
split_gain=0.699104 0.193168 0.130139 0.146111 0.129499 0.117399 0.103643 0.123853 0.0998091 0.089219 0.123074 0.14503 0.095446 0.1354 0.0971881 0.232659 0.237437 0.137217 0.09363 0.0874456 0.0836553 0.0898063 0.138905 0.114608 0.208717 0.0973129 0.0948142 0.0800628 0.0767828 0.0965773
threshold=0.10293500000000001 -0.065229999999999996 0.14262000000000002 -0.062879999999999978 0.086360000000000006 0.40124500000000002 0.090425000000000019 -0.070649999999999991 -0.56741999999999992 0.017095000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.092670000000000016 0.090500000000000011 0.093575000000000019 -1.0000000180025095e-35 0.048635000000000005 0.10347000000000002 -0.0097949999999999982 -0.16075999999999999 0.11560500000000001 0.087410000000000015 0.057970000000000008 0.082105000000000025 0.030370000000000005 -0.075944999999999985 0.11144500000000002 0.091295000000000015 0.081220000000000014 -0.086989999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 19 -8 -9 10 11 -10 13 14 15 -13 -17 -16 -19 -1 21 23 25 24 26 -23 28 -5 29 -21
right_child=1 2 3 27 -6 -7 7 8 9 -11 -12 12 -14 -15 17 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012965018912551127 0.0072502695035796443 0.0042176815151720891 -0.0068224291317164898 0.004456211954675382 0.012478995895944537 0.001225156883116473 0.0017161853639691166 0.014059831816121006 0.012974904194617502 0.0088181291506413545 0.009671303997639288 0.0061081527826091697 0.00043362022780284691 0.011557064767177711 0.014898171985433216 -0.0098112157630649496 0.0041839680289504702 0.0093878558553431354 3.2447937410324816e-05 0.014075559814986977 0.0032022339105606079 0.0097819989338182867 -0.00018700776994228364 0.015202573401620612 -0.00074313227530746235 0.0021128750938389984 0.0037633529860371102 -0.0028810450155287983 0.0043765560354523626 0.0093974007016532288
leaf_weight=56 247 370 21 58 20 22 33 26 26 417 110 117 37 36 21 22 27 23 20 46 25 78 25 32 21 21 30 20 29 1085
leaf_count=56 247 370 21 58 20 22 33 26 26 417 110 117 37 36 21 22 27 23 20 46 25 78 25 32 21 21 30 20 29 1085
internal_value=0 0.0049708 0.00381941 0.000581499 0.00464134 0.00849641 0.00856411 0.00773098 0.00795602 0.00777062 0.00677561 0.00580745 0.00519242 0.00585436 0.00496176 0.00368539 -0.00209958 0.00827236 0.0050365 0.00909057 0.0089347 0.00903953 0.00647332 0.00929554 0.00913945 0.00815522 0.00931385 0.00257486 0.00945739 0.00958767
internal_weight=0 736 489 99 390 2385 2363 915 882 856 439 329 303 266 230 166 49 64 43 1448 1392 1367 124 1243 1211 99 1190 78 1160 1131
internal_count=3121 736 489 99 390 2385 2363 915 882 856 439 329 303 266 230 166 49 64 43 1448 1392 1367 124 1243 1211 99 1190 78 1160 1131
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=31
num_cat=0
split_feature=1 2 11 124 11 52 13 52 51 1 0 160 12 3 40 16 52 2 1420 474 1429 15 484 16 49 4 2 160 49 16
split_gain=0.588033 0.156947 0.112495 0.116585 0.109761 0.0990556 0.106062 0.123021 0.0981583 0.118123 0.0741305 0.0780264 0.0730202 0.198046 0.0696229 0.0675768 0.0655598 0.0651974 0.0650169 0.0704525 0.0830442 0.207234 0.244906 0.0859859 0.144047 0.108713 0.0738701 0.113345 0.079748 0.0937537
threshold=0.11866500000000001 0.10045500000000002 0.080455000000000013 -0.083859999999999976 0.085155000000000022 -0.45478499999999994 0.038215000000000006 0.039215000000000007 -0.40274499999999996 0.16773500000000005 -0.062764999999999974 -0.26568499999999995 0.10866500000000003 -0.16726499999999997 -0.078554999999999986 0.40737000000000007 -1.0000000180025095e-35 0.11263500000000001 -0.083904999999999993 -0.10160499999999999 0.084770000000000012 -0.0079099999999999986 0.073690000000000019 0.18438500000000005 0.082865000000000008 -0.15464999999999998 0.095545000000000005 -0.23269999999999999 -0.008964999999999999 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 15 7 -7 -2 -10 11 -9 13 -8 -5 -3 -6 -17 -16 -20 23 -22 -23 25 -25 -21 28 -28 29 -27
right_child=8 5 4 14 16 6 12 10 9 -11 -12 -13 -14 -15 18 17 -18 -19 19 20 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0038136156934003036 0.0092220273489753406 0.0042476802698469592 0.016619644566006692 0.012457467123022072 0.012504723297897728 0.004925526285853834 0.0060047061690552675 0.01409467545958857 0.0030932598209508365 -0.0046589323984725138 0.0048847226129675458 0.0081534905330045149 0.0066775409388355918 -0.005036283179651946 0.011963802318657853 0.0078294457627400265 0.0044078203290700913 0.013133841482419018 0.013056882400996984 0.013091674530878665 0.0089303573100444154 0.0073011799171945309 -0.0081608730634408332 0.0069722569907713517 -0.0015979391857981681 0.0036047864362241376 -0.00082284829113632441 0.0070988915015445797 0.0082664188866541557 0.0080179629117976201
leaf_weight=75 24 28 28 32 20 301 33 30 307 21 44 84 28 32 36 62 20 37 24 40 51 20 21 91 25 85 24 73 1314 111
leaf_count=75 24 28 28 32 20 301 33 30 307 21 44 84 28 32 36 62 20 37 24 40 51 20 21 91 25 85 24 73 1314 111
internal_value=0 0.00738789 0.00781701 0.00768247 0.0118177 0.00606704 0.0054877 0.00611164 0.00304864 0.00259693 0.00837127 0.00971696 0.00240823 0.000569142 0.0078315 0.00858514 0.00845627 0.0098119 0.0077542 0.00767355 0.0076039 0.00467493 -0.000618408 0.00775674 0.00512523 0.00794208 0.00781391 0.00513887 0.00798575 0.00610409
internal_weight=0 2769 2090 2022 68 679 552 459 352 328 158 114 93 65 1947 127 40 99 1915 1879 1855 92 41 1763 116 1647 1607 97 1510 196
internal_count=3121 2769 2090 2022 68 679 552 459 352 328 158 114 93 65 1947 127 40 99 1915 1879 1855 92 41 1763 116 1647 1607 97 1510 196
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=31
num_cat=0
split_feature=4 2 1 457 403 403 43 133 149 1 49 42 15 0 34 1209 11 2 16 480 4 1 1420 16 51 51 1 48 0 43
split_gain=0.479838 0.170591 0.0905628 0.14418 0.101738 0.0922561 0.147308 0.118527 0.0883062 0.0912614 0.0881422 0.0815144 0.078939 0.111777 0.0849724 0.0696519 0.0681302 0.0808077 0.0829501 0.0653053 0.185396 0.0898075 0.100199 0.0966664 0.107528 0.118828 0.191472 0.0972199 0.18261 0.128358
threshold=0.26790000000000008 0.14285500000000004 0.090540000000000023 0.079590000000000008 -0.52336499999999997 -0.072624999999999981 -0.011694999999999999 0.087495000000000003 0.091325000000000003 0.11910500000000002 -0.0060549999999999988 0.086835000000000009 -0.41396999999999995 -0.073309999999999986 -0.038779999999999995 -0.090519999999999975 0.090070000000000025 0.10855000000000002 -0.06421499999999998 -0.080264999999999989 -0.023539999999999995 0.089875000000000024 -0.052439999999999994 0.19444000000000003 -0.22411499999999998 -0.095144999999999993 1.0000000180025095e-35 0.092065000000000022 -0.080499999999999988 -0.095589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -4 6 -6 16 9 10 -2 -12 14 -14 -11 -1 17 -7 -19 20 -17 22 -21 24 -24 26 -26 28 -25 -30
right_child=8 -3 3 -5 5 7 -8 -9 -10 12 11 -13 13 -15 -16 19 -18 18 -20 21 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=0.011296493303962053 0.00084076118838749135 0.0023617613403024572 -0.00029004615816203031 0.0021079048703217672 0.016584434714573233 0.0070345587659624677 0.0051387046527286828 0.00163640539185144 0.0093295697413850586 -0.0027907747160643339 0.0075819404995761432 0.0019337800699041079 0.0015496281010249783 -0.007106067730113865 0.003727369716158137 0.017768565309788324 0.010409412940245366 0.0073829130924029929 0.0012591259554028513 0.010996357180799048 0.0052406285009864301 0.0017339182049909141 0.014311869074368761 -0.0024545506736182651 0.0068418322759680452 0.0072863962421256872 -0.0049499001708768666 -0.00017710922516016582 0.014365793733547131 0.0059212762898477244
leaf_weight=40 54 89 22 90 23 369 22 50 20 25 78 38 37 25 100 21 46 37 55 63 27 32 21 23 40 1474 21 32 21 126
leaf_count=40 54 89 22 90 23 369 22 50 20 25 78 38 37 25 100 21 46 37 55 63 27 32 21 23 40 1474 21 32 21 126
internal_value=0 0.00666824 0.0068126 0.00584965 0.00638932 0.00663342 0.0109887 0.00628155 0.00286345 0.0025012 0.00417809 0.00573168 0.000976749 -0.00194057 0.00242374 0.00716683 0.00673965 0.00637347 0.00372195 0.00707993 0.0107216 0.0069856 0.00707789 0.00693746 0.00720464 0.00710741 0.00278238 0.00487941 0.00583122 0.00712764
internal_weight=0 2744 2655 714 624 602 45 557 377 357 170 116 187 62 125 1941 507 461 92 1901 48 1853 1821 1758 1556 1535 61 202 170 147
internal_count=3121 2744 2655 714 624 602 45 557 377 357 170 116 187 62 125 1941 507 461 92 1901 48 1853 1821 1758 1556 1535 61 202 170 147
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=31
num_cat=0
split_feature=4 2 2 3 39 40 4 0 42 1446 1447 4 52 42 42 1209 1212 1 4 403 1208 4 393 130 402 43 159 1375 0 15
split_gain=0.388669 0.138178 0.0793991 0.0763601 0.0805618 0.0966533 0.0692362 0.21816 0.147797 0.164714 0.164937 0.113863 0.102995 0.187049 0.139371 0.117488 0.107814 0.103537 0.0912769 0.0845478 0.125205 0.105043 0.0955227 0.165136 0.0871578 0.0866273 0.121476 0.114674 0.110497 0.112556
threshold=0.26790000000000008 0.14285500000000004 0.25063000000000007 0.31299000000000005 -0.0091949999999999983 -0.08440499999999998 -0.082769999999999982 -0.019414999999999998 0.09796500000000001 0.091180000000000011 -0.085684999999999997 -0.082349999999999993 1.0000000180025095e-35 0.085465000000000013 0.080840000000000009 0.088500000000000009 -0.04353499999999999 0.07635500000000002 -0.14098499999999997 -0.53255499999999989 0.099975000000000008 -0.082109999999999975 0.10159000000000001 -0.082104999999999984 0.012085000000000002 -0.081289999999999987 0.11058000000000003 -0.14438999999999999 -0.14832499999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 8 11 9 10 -7 -8 13 15 16 17 -14 18 -12 20 -13 -21 23 -23 25 26 -25 -27 29 -29
right_child=2 -3 -4 -5 5 6 7 -9 -10 -11 12 19 14 -15 -16 -17 -18 -19 -20 21 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.011627499784204971 0.0029555063523885087 0.0021255852573150978 -0.0029885860159993174 0.001491348879727801 0.0022359123532829299 0.014074876234008117 -0.00040738979975382493 -0.0042105268398743307 0.013860175458173599 -0.0019202736738537039 -0.0032133372606370941 -0.001846687140641734 0.00092630323294239742 -0.00209722931496799 0.014512989392969758 0.013605829766020178 0.0079817262378603596 0.0067207735017755692 0.0052669417825139441 0.012975298078811688 0.0071456216143754624 -0.0015330819870411818 0.012309953149408102 0.0073209188124212458 0.0080664959539622459 -0.00082034910948754376 3.4347766874513282e-05 0.0065047614555805919 0.0052003539033147438 0.013996685578905302
leaf_weight=27 353 89 24 35 62 32 27 21 31 21 22 32 24 30 30 20 222 188 30 23 30 28 25 490 220 29 24 65 838 29
leaf_count=27 353 89 24 35 62 32 27 21 31 21 22 32 24 30 30 20 222 188 30 23 30 28 25 490 220 29 24 65 838 29
internal_value=0 0.00600142 0.0025771 0.00613134 0.00619333 0.00613674 0.0062323 0.00592484 0.00712203 0.00678458 0.00709027 0.00603928 0.00669538 0.00537938 0.00807813 0.00624206 0.00729339 0.00562842 0.00167913 0.00613423 0.00250443 0.00626131 0.00617297 0.00608392 0.00620975 0.00593281 0.00698069 0.00537234 0.00556503 0.0088161
internal_weight=0 2744 377 2655 2620 2593 2531 1881 650 619 598 1860 566 290 276 260 246 240 52 1833 62 1771 1748 1723 1695 1475 514 961 932 94
internal_count=3121 2744 377 2655 2620 2593 2531 1881 650 619 598 1860 566 290 276 260 246 240 52 1833 62 1771 1748 1723 1695 1475 514 961 932 94
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 4 0 1 0 49 1 15 50 40 2 15 47 4 2 15 1 0 155 47
split_gain=41.3759 6.62468 3.13274 3.01063 2.24678 1.99683 1.35394 1.27761 1.166 1.05058 0.872464 0.68047 0.629968 0.62573 0.597675 0.504055 0.491878 0.426479 0.425954 0.385527 0.342468 0.333046 0.301191 0.295031 0.282858 0.287189 0.26598 0.242714 0.211479 0.200154
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092120000000000021 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.15464999999999998 -0.22491999999999998 0.086920000000000011 -0.097024999999999986 -0.054984999999999992 0.13534000000000004 -0.095869999999999983 0.041865000000000006 -0.077714999999999992 -1.0000000180025095e-35 -0.089964999999999976 0.090280000000000013 0.038415000000000012 0.11411 -0.41942499999999994 0.14699000000000004 -0.092404999999999973 0.11245500000000001 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 10 19 29 12 -4 13 -9 -7 -1 17 -2 -13 -15 21 -3 -16 26 -17 27 -5 -26 -6 -14 -29 -8
right_child=1 4 9 24 18 8 7 11 -10 -11 -12 16 23 14 20 22 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012082894721889791 0.00076661452511881257 0.00045512408202312386 0.0010702336819320402 0.0007182568991008926 0.0003632735795509103 0.00082157473855962355 0.00075153152534023393 0.00086895321587137156 0.00077527397939192698 0.00064255224649781067 0.0014204756179465137 0.00052733665712778718 0.0012694367194543031 0.0011114276675054278 0.00092189989837945677 0.0011852312845664706 0.00021992476509355218 0.00077174503648397969 0.00042084545303590262 0.00020639357598973255 0.0011641354205255677 -9.3701739383976208e-05 0.00098941015503393906 0.0010348425160686509 0.00061356026863149083 0.00032678497509629119 8.3204931048813335e-05 0.0011006806242623321 0.0012404670470409281 0.00099044624901465142
leaf_weight=1077 23 46 34 30 22 32 28 20 48 63 62 154 42 27 24 58 23 30 23 50 345 21 63 182 29 25 32 436 46 26
leaf_count=1077 23 46 34 30 22 32 28 20 48 63 62 154 42 27 24 58 23 30 23 50 345 21 63 182 29 25 32 436 46 26
internal_value=0 0.00058883 0.00113779 0.00086061 0.000449581 0.00115203 0.000523623 0.000599369 0.0010714 0.000792461 0.00119253 0.000526128 0.00109066 0.00118313 0.00111951 0.0010327 0.00048739 0.000932647 0.000187411 0.000325577 0.00114838 0.000115825 0.00108327 0.00110286 0.000565602 0.000480794 0.000197307 0.00112648 0.00111402 0.000866565
internal_weight=0 673 2448 228 445 2351 347 251 786 97 1565 197 738 1503 426 144 177 57 98 96 369 75 121 706 84 54 54 524 482 54
internal_count=3121 673 2448 228 445 2351 347 251 786 97 1565 197 738 1503 426 144 177 57 98 96 369 75 121 706 84 54 54 524 482 54
is_linear=0
shrinkage=0.00196078


Tree=4256
num_leaves=31
num_cat=0
split_feature=1 124 3 12 44 2 0 400 130 4 159 1429 156 156 51 4 151 0 0 51 51 15 480 150 480 1419 160 42 159 47
split_gain=0.444219 0.124842 0.0910596 0.139679 0.0890109 0.0954354 0.0974641 0.101833 0.0865128 0.0956539 0.0766218 0.0759684 0.0880622 0.199082 0.138531 0.178619 0.0898023 0.0807952 0.118701 0.0779416 0.0825392 0.0707564 0.0680116 0.079116 0.0733466 0.0814194 0.0675059 0.0716855 0.0674562 0.0717335
threshold=0.11866500000000001 -0.076779999999999987 0.30112000000000005 -0.42850999999999995 1.0000000180025095e-35 0.092120000000000021 -0.23194499999999998 -0.070649999999999991 -0.0060099999999999989 -0.033174999999999989 0.093660000000000007 -0.087914999999999979 0.087205000000000019 0.085835000000000009 -0.14660499999999996 -0.016304999999999997 0.061780000000000009 0.089620000000000019 -0.0058249999999999994 -0.092264999999999986 -0.025069999999999999 -0.23909999999999995 0.11747 0.11740500000000002 0.092935000000000018 0.089400000000000021 -0.077609999999999985 0.083995000000000014 0.11389500000000001 0.11114000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 8 -4 5 11 -7 -8 -2 -10 -5 -3 13 16 -14 -16 17 18 19 -13 -21 -1 23 24 25 -9 27 -17 29 -22
right_child=2 4 3 10 -6 6 7 22 9 -11 -12 12 14 -15 15 26 -18 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017985007814353424 -0.0014575007198859126 0.011827325305591028 0.0050594087155974091 -0.0055382610135711738 0.011770320411831622 0.00061504697571906854 0.00015341627614332302 0.0060548388418483375 0.0094338832101008557 0.0033663271086232871 0.0017053053390396679 0.002296770915487095 0.012092731216745008 0.015666393491511162 -0.0026847664835966296 0.0076078738300846176 0.013489342918619513 0.013050898341462017 -0.00099876211257651456 0.011907193636034208 0.0070012305431074034 0.0044068902323884116 0.01175014695036225 0.00052402798017417939 0.0019545925889230733 0.011746496960628204 0.0088462668850919912 0.00082906331413258355 0.0027746491832658648 0.0013642544169788775
leaf_weight=21 31 30 34 40 31 38 31 754 30 194 23 38 21 26 36 26 20 20 20 32 1222 147 20 27 42 26 38 39 41 23
leaf_count=21 31 30 34 40 31 38 31 754 30 194 23 38 21 26 36 26 20 20 20 32 1222 147 20 27 42 26 38 39 41 23
internal_value=0 0.00627323 0.00250174 -0.000106067 0.00644388 0.00637963 0.00557583 0.00578529 0.00349373 0.00417895 -0.00289378 0.00684162 0.00674825 0.00699522 0.00452245 0.00337874 0.006836 0.00674068 0.00664896 0.00676176 0.00689049 0.00363122 0.00598619 0.00585041 0.00602537 0.00624456 0.00549802 0.00354059 0.00676566 0.00689709
internal_weight=0 2769 352 97 2601 2570 938 900 255 224 63 1632 1602 1442 160 139 1416 1396 1376 1356 1318 168 869 849 822 780 103 65 1286 1245
internal_count=3121 2769 352 97 2601 2570 938 900 255 224 63 1632 1602 1442 160 139 1416 1396 1376 1356 1318 168 869 849 822 780 103 65 1286 1245
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 96 4 159 132 133 149 454 51 3 0 0 482 457 51 15 11 48 4 16 160 3 3 51 0 151
split_gain=0.360398 0.150171 0.1352 0.151983 0.16848 0.107346 0.10597 0.187559 0.093846 0.0872394 0.122839 0.104998 0.129813 0.10394 0.0856677 0.11419 0.0821708 0.0770866 0.0695188 0.065502 0.124448 0.115368 0.137952 0.122913 0.156239 0.134422 0.109929 0.109907 0.140448 0.0945405
threshold=0.096325000000000008 -0.17966999999999997 0.13754500000000003 -0.079929999999999987 -0.39840999999999999 0.087655000000000025 0.50822500000000004 0.10797500000000002 -1.0000000180025095e-35 0.089200000000000015 0.077335000000000015 -1.0000000180025095e-35 0.10681500000000001 -0.0096849999999999974 0.062580000000000011 -0.019414999999999998 0.11816500000000001 0.094310000000000019 -0.12794499999999998 -0.11033999999999998 0.086080000000000018 0.093265000000000015 -0.49013999999999996 0.042200000000000008 -0.080719999999999986 0.095270000000000007 -0.10519499999999998 0.11794000000000002 -0.061629999999999997 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 5 4 -4 8 -6 -8 -3 10 11 -10 14 -11 15 17 19 18 -13 -1 21 22 26 25 -25 -24 -21 28 -23 -26
right_child=1 2 3 -5 6 -7 7 -9 9 13 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 27 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.0076710421803432545 0.0068093546066952297 -0.0010787144835506166 0.010286495527252556 -0.0059433670143686961 0.0033090624958276751 -0.0026205369068730555 -0.0099078004431000666 0.0034725569700822232 -0.0026877125923056157 0.0034103025699049778 0.012404156662523747 0.0082749296355118258 0.010154629878234119 -0.0051443393528461459 0.010406686323473142 -0.0021868779914100368 0.01132132962978046 -0.00026900936200311689 0.0041887066734489055 0.016318882265616032 -0.0019527910925847079 0.0031686571780868444 0.0062479653701676824 -0.0022272293581753165 0.011345290072495118 -0.0011441870629787445 0.0077696871249672943 0.0083213325329124926 -0.0065281841903924945 0.0041469956025419101
leaf_weight=185 122 35 20 31 49 26 22 20 20 49 20 49 40 20 21 29 28 33 277 21 21 59 1536 37 20 25 53 25 20 208
leaf_count=185 122 35 20 31 49 26 22 20 20 49 20 49 40 20 21 29 28 33 277 21 21 59 1536 37 20 25 53 25 20 208
internal_value=0 0.0035523 0.00303014 0.000247247 0.00197616 0.00366855 0.00014971 -0.0035362 0.00394429 0.00425935 0.00472904 0.00440174 0.00471753 0.000930696 0.00418579 0.00384909 0.00593806 0.00433667 0.00480289 0.00586986 0.00570531 0.00578556 0.00596307 0.00579154 0.00380028 0.00612958 0.0101958 0.0025425 0.000713761 0.00477842
internal_weight=0 883 761 142 111 619 91 42 593 558 489 469 449 69 409 388 2238 359 326 2210 2025 2004 1900 1826 265 1561 74 104 79 228
internal_count=3121 883 761 142 111 619 91 42 593 558 489 469 449 69 409 388 2238 359 326 2210 2025 2004 1900 1826 265 1561 74 104 79 228
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=31
num_cat=0
split_feature=1 2 48 123 14 1446 483 1443 4 10 2 12 1 10 4 4 0 481 454 123 133 14 1 1 49 151 42 13 1212 1212
split_gain=0.294087 0.0981888 0.0799201 0.0797069 0.0707802 0.0737237 0.0687436 0.0799368 0.079098 0.0685025 0.108845 0.107544 0.120811 0.0861762 0.0739574 0.0674323 0.0644429 0.0614107 0.0609755 0.0605788 0.0611468 0.0645471 0.0655198 0.102512 0.0599339 0.19045 0.0590156 0.103744 0.143172 0.177708
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085290000000000019 0.076175000000000007 0.11581000000000001 -0.073589999999999989 1.0000000180025095e-35 -0.0083799999999999986 1.0000000180025095e-35 0.11510000000000002 -0.42850999999999995 0.15799000000000005 -1.0000000180025095e-35 0.50996500000000011 -0.073104999999999989 -0.14723999999999998 -0.13392999999999997 -0.082299999999999984 0.11679000000000002 0.088385000000000005 -1.0000000180025095e-35 0.13756000000000004 0.13146500000000003 -0.058769999999999996 0.084990000000000024 -0.0041849999999999986 -0.066634999999999986 0.13613500000000003 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 24 5 6 8 17 15 10 13 -12 19 -2 -11 -1 -5 -8 -19 20 21 -13 23 -23 25 -3 -20 28 29 -28
right_child=9 2 -4 16 -6 -7 7 -9 -10 14 11 12 -14 -15 -16 -17 -18 18 26 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0093558214098105538 0.0012453615566659156 -0.0015996930602823899 -0.0022277365904301407 -0.0039206236810423439 0.0082103893929702607 0.010791943575410794 0.0095634540696928824 -0.00043354562456862861 0.011721859768272913 -0.0062290982529520991 0.0081223516607133207 0.0044701509082164517 -0.0069336250051856042 0.0076265963118018242 0.0019294319804757836 0.0035597243564849607 0.0030611593974754214 0.010567311039194465 0.0058038503216775198 -0.003422637020602175 0.0069523223294791856 -0.0033026254875585439 -0.0041556845023296776 0.006486486584838966 0.0049392161202675205 0.0097826483947712761 0.0052163999992400007 0.0031476401959268127 0.012810761776442329 -0.0038915275426750838
leaf_weight=34 33 49 20 20 86 24 31 26 33 20 20 39 20 59 25 49 39 20 626 23 22 20 30 23 500 21 816 347 24 22
leaf_count=34 33 49 20 20 86 24 31 26 33 20 20 39 20 59 25 49 39 20 626 23 22 20 30 23 500 21 816 347 24 22
internal_value=0 0.00507281 0.0039955 0.00419337 0.00539984 0.00528205 0.00521684 0.00507344 0.00758057 0.00193272 0.00249783 0.00117161 0.000386215 0.00533768 -0.00169658 0.00593403 0.000694453 0.00514935 0.00507559 0.00131868 0.00213249 0.00118573 -0.000568957 0.00193341 0.00455554 0.00181501 0.00501573 0.00460766 0.00519539 0.00497729
internal_weight=0 2787 649 629 2138 2052 2028 1912 116 334 289 197 177 92 45 83 59 1886 1855 157 134 112 73 43 570 70 1835 1209 862 838
internal_count=3121 2787 649 629 2138 2052 2028 1912 116 334 289 197 177 92 45 83 59 1886 1855 157 134 112 73 43 570 70 1835 1209 862 838
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 47 2 150 14 2 2 0 47 1 2 123 2 34 31 42 4 15 3 475 48 12 12 15 47 0
split_gain=20.6534 4.27243 2.14583 1.54394 1.30104 0.862983 0.753679 0.690863 0.635069 0.582682 0.476392 0.466396 0.83064 0.5427 0.443513 0.441749 0.358565 0.322453 0.294715 0.260143 0.254036 0.327211 0.250117 0.241216 0.239402 0.291882 0.29049 0.237538 0.229511 0.291594
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.10045500000000002 0.088105000000000003 0.13082500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.11474000000000002 0.14122000000000004 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.13754500000000003 0.084025000000000016 0.092365000000000017 -1.0000000180025095e-35 -0.077289999999999984 0.088295000000000012 0.42051500000000003 -0.45963999999999994 0.086245000000000016 -0.07550999999999998 0.082620000000000013 0.095780000000000018 0.09141500000000001 0.024640000000000006 0.10621500000000002 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 27 14 7 -1 11 -6 15 12 13 -8 17 23 19 18 -4 -13 -19 -22 -15 -5 25 -25 -26 28 29 -3
right_child=1 2 5 10 9 -7 8 -9 -10 -11 -12 16 -14 22 -16 -17 -18 20 -20 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00085177812363266116 0.00091428420885845464 0.00061882777269262165 0.00039441730335700107 0.00096379100692038438 0.00080502156966792031 0.00060678424694188922 0.00087934790156393022 0.00042457256935961849 0.0010917808494414062 0.00047135472846909977 0.00058501177266532297 0.00095340164698502479 0.0011288670979294122 0.0004283360110632345 0.00019645881225583396 0.00055457097430731733 0.00086023227891305113 0.00057161756177209831 7.697696569681371e-05 0.00089355693667007158 0.00053968795812597468 0.00021131269295285104 0.0006957965177434417 0.00090155092093404082 0.00052091352489140944 0.0007726912913064843 0.00080152531591242565 0.00067677659536498824 0.00063602955865801555 0.00040636980681241344
leaf_weight=43 90 29 22 42 89 37 53 22 81 26 41 990 25 20 114 25 286 33 23 389 20 28 41 123 23 150 37 21 25 173
leaf_count=43 90 29 22 42 89 37 53 22 81 26 41 990 25 20 114 25 286 33 23 389 20 28 41 123 23 150 37 21 25 173
internal_value=0 0.000514271 0.000458019 0.00089108 0.000557199 0.000328046 0.000914775 0.000707185 0.000921933 0.000729584 0.000786306 0.000914307 0.000805191 0.000734209 0.000285074 0.000806939 0.000923416 0.00036525 0.00023217 0.00093652 0.000439184 0.000348136 0.000608105 0.000823763 0.000806102 0.000830749 0.000693957 0.000477262 0.000458805 0.000436871
internal_weight=0 730 640 2391 363 277 1950 65 1885 115 441 1804 139 114 240 400 1665 126 45 1379 81 48 61 375 333 273 60 248 227 202
internal_count=3121 730 640 2391 363 277 1950 65 1885 115 441 1804 139 114 240 400 1665 126 45 1379 81 48 61 375 333 273 60 248 227 202
is_linear=0
shrinkage=0.00196078


Tree=4260
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 1 14 0 15 2 34 4 0 0 1 15 47 14 131 15 4 131 31 14 1420 3
split_gain=27.2323 4.54324 2.8863 2.24992 1.56497 1.3084 0.908887 0.762021 0.754656 0.749995 0.668059 0.548452 1.15336 0.470365 0.487669 0.454817 0.399121 0.375545 0.360601 0.272757 0.262202 0.298077 0.259107 0.331264 0.355241 0.235461 0.234923 0.215811 0.186707 0.18437
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.062655000000000016 -0.10607499999999999 -0.10469999999999999 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 -0.14226499999999997 -0.23091999999999999 0.090540000000000023 -0.43375999999999998 0.090100000000000013 -0.23083499999999998 0.082750000000000004 -0.41942499999999994 -0.0039549999999999993 0.09055500000000001 -0.077289999999999984 0.076175000000000007 -0.084814999999999988 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 20 10 13 17 -6 -5 11 12 -1 14 26 -16 -14 -7 28 -17 21 -3 23 -15 -25 -2 -4 -19 -13 -30
right_child=1 2 6 9 8 7 -8 -9 -10 -11 -12 18 16 22 15 19 -18 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012121505417255615 0.0011204336095566149 0.00071711278606573616 0.0003992867295807908 0.00097719714509574593 0.00097020812723519121 0.00074156186570362105 0.00068027626863218329 0.00072517922430489405 0.00061365571354454426 0.0006137708470833642 0.001283574209163869 0.0012835276922703233 0.00089495361650119383 0.00036277574757170725 0.00069267304707489746 0.0005562212753746072 0.00057973026838677622 0.0010016353664481731 0.0010153727879698524 0.00029702715342000684 0.00073813899584552816 0.00051307544900298452 0.00044589305447195385 0.00028581182122124283 -4.7143367826756018e-05 0.00087978242898157364 0.00011587131701771865 0.0012034407760304453 0.00095885657423332106 0.0011014332027516071
leaf_weight=39 54 33 22 34 74 21 37 41 33 61 62 21 47 29 32 27 23 683 230 37 32 166 20 22 28 22 23 21 36 1111
leaf_count=39 54 33 22 34 74 21 37 41 33 61 62 21 47 29 32 27 23 683 230 37 32 166 20 22 28 22 23 21 36 1111
internal_value=0 0.000598494 0.000542603 0.00103963 0.000664206 0.00105167 0.000394221 0.000985241 0.000860243 0.000743839 0.0010841 0.00107589 0.000941931 0.000350121 0.000422857 0.000501807 0.00079138 0.000999948 0.00108634 0.000406375 0.000573401 0.000546911 0.000246527 0.000196055 9.93569e-05 0.00105077 0.00025443 0.00100766 0.00110031 0.00109696
internal_weight=0 691 615 2430 338 2335 277 766 107 95 1569 1507 109 240 141 96 70 725 1398 64 231 199 99 79 50 76 45 704 1168 1147
internal_count=3121 691 615 2430 338 2335 277 766 107 95 1569 1507 109 240 141 96 70 725 1398 64 231 199 99 79 50 76 45 704 1168 1147
is_linear=0
shrinkage=0.00196078


Tree=4261
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 4 1 14 2 14 0 2 34 2 52 1 16 12 1 1 0 12 0 3 52 49 4
split_gain=61.7866 10.3706 6.17376 4.8522 3.34503 2.98822 1.83916 1.80959 1.6296 1.47014 1.42556 1.02364 0.834575 1.08387 0.734457 0.577617 0.555855 0.531712 0.549798 0.650437 0.515091 0.508363 0.484567 0.482631 0.417561 0.349194 0.333448 0.329526 0.324816 0.318195
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089775000000000008 0.14122000000000004 0.13082500000000002 0.27834500000000006 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.062655000000000016 -0.23091999999999999 -0.090999999999999984 -1.0000000180025095e-35 0.13404500000000005 -0.56176499999999996 0.089875000000000024 -0.016164999999999995 1.0000000180025095e-35 0.15799000000000005 0.085605000000000014 -0.15931499999999996 0.096990000000000007 -0.030209999999999997 -0.10831999999999999 0.12445000000000002 -0.053364999999999996 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 27 10 12 11 -6 -5 14 15 13 -7 -1 -4 20 -15 24 -20 -17 -13 -16 -24 26 -26 -19 -3 -11 -2
right_child=1 2 7 9 8 6 -8 -9 -10 28 -12 21 -14 17 22 16 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001247778675135444 0.0016555971789062555 0.00083135406792325315 0.00040380081807086669 0.0014506910189625299 0.0014432329165065471 0.0010884357669567262 0.0010848509604739322 0.00099605742050310115 0.00091704367413736137 0.001069373010110965 0.0019321657070966208 0.00043998139906975932 0.0018627125235164868 0.001723418347758351 0.0016527463660933202 0.0006744098313338074 0.00055307691773405954 0.0013892425403688965 0.0010677235821882883 0.001511363023939389 0.0010582318036433528 4.1481146917623634e-05 0.0012750099760060216 0.0015869455147821442 0.0014714367715958235 0.0012134654796059758 0.0015628094701725412 0.0010739446529400309 0.00078130692024441328 0.0013718754470515317
leaf_weight=20 55 209 45 34 72 24 41 37 33 34 59 32 25 43 880 41 82 47 24 27 20 20 20 410 243 22 450 24 27 21
leaf_count=20 55 209 45 34 72 24 41 37 33 34 59 32 25 43 880 41 82 47 24 27 20 20 20 410 243 22 450 24 27 21
internal_value=0 0.000893881 0.000809439 0.00155836 0.000987287 0.00157603 0.00149104 0.000592426 0.00127786 0.00112397 0.00163392 0.000530199 0.00150944 0.0014994 0.00162069 0.000597547 0.000658516 0.00151093 0.00149969 0.00130259 0.000800253 0.000286712 0.00162639 0.00157244 0.00151288 0.00145002 0.0015464 0.000856342 0.000941868 0.0015772
internal_weight=0 691 615 2430 338 2335 946 277 105 95 1389 240 905 880 1330 188 143 856 813 51 61 52 1310 430 762 265 497 233 61 76
internal_count=3121 691 615 2430 338 2335 946 277 105 95 1389 240 905 880 1330 188 143 856 813 51 61 52 1310 430 762 265 497 233 61 76
is_linear=0
shrinkage=0.00196078


Tree=4262
num_leaves=31
num_cat=0
split_feature=1 4 2 133 10 2 4 12 2 454 2 3 51 51 2 133 0 11 51 2 1 1 4 1447 132 1213 131 13 481 402
split_gain=0.578974 0.157609 0.121495 0.108919 0.121719 0.128188 0.10263 0.102063 0.111248 0.098537 0.0993606 0.0874241 0.0808016 0.0876307 0.0770562 0.0769856 0.076348 0.0881216 0.103843 0.0814505 0.163853 0.190705 0.14053 0.0810146 0.0738306 0.138342 0.0726266 0.0700026 0.0786856 0.0671129
threshold=0.10312500000000001 -0.39518999999999993 0.13622000000000004 0.089200000000000015 0.094860000000000014 -0.13033999999999998 0.40124500000000002 -0.42850999999999995 0.31358000000000003 -0.037229999999999992 -0.0050599999999999994 -0.0063699999999999989 0.11917000000000001 0.091630000000000003 0.10381000000000001 -1.0000000180025095e-35 0.18019500000000002 1.0000000180025095e-35 0.10876000000000001 0.089005000000000015 0.08864000000000001 0.091345000000000023 -0.011559999999999999 -0.082869999999999985 -0.014134999999999998 0.087020000000000014 0.10100500000000001 0.073000000000000023 -1.0000000180025095e-35 0.086055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 16 -4 -9 -7 -11 -5 13 14 -12 -16 17 19 27 24 23 -22 -23 -21 25 26 -1 28 -19 -26
right_child=1 2 7 11 -6 9 -8 8 -10 10 12 -13 -14 -15 15 -17 -18 18 -20 20 21 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0076672907927912651 0.0089702868952290776 0.012441732906908901 0.0083208068786188964 0.0033798477217636029 -0.00028306343722053702 -0.0015237259585410357 0.00076705282554030425 0.001972830038016943 -0.0051005021927671302 -0.00080042470945045356 0.0081153672571248683 -0.004407050167875631 0.010998728368881971 -0.00029537036367084673 0.00022003000439942681 0.0058101563089803677 0.0024379338412213007 0.0087484401706162656 0.0040376304542984473 0.012376995435915888 -0.0055559037300381107 0.01004119522333371 0.001006772653070382 0.0070879573092188638 0.0074815261562356022 0.016797512769699097 0.01426305000204593 0.0084003636528306256 0.016275786852645802 0.0097183520729558024
leaf_weight=101 67 27 20 46 36 20 22 126 27 22 113 21 31 23 31 120 28 21 22 30 21 33 36 836 957 26 20 41 41 156
leaf_count=101 67 27 20 46 36 20 22 126 27 22 113 21 31 23 31 120 28 21 22 30 21 33 36 836 957 26 20 41 41 156
internal_value=0 0.00434809 0.003881 0.00468535 0.00527871 0.00579609 0.00756564 0.00160277 0.000724595 0.00529766 0.00569892 0.000939178 0.00614856 0.00562468 0.00614044 0.00466251 0.00762878 0.00769086 0.0102741 0.00754515 0.00684913 0.0027881 0.00532758 0.00727118 0.00807324 0.0101795 0.0087575 0.0116062 0.0137262 0.00779504
internal_weight=0 730 663 490 423 387 2391 173 153 360 340 67 318 287 264 151 2369 2341 125 2216 956 90 69 866 1260 147 121 103 62 1113
internal_count=3121 730 663 490 423 387 2391 173 153 360 340 67 318 287 264 151 2369 2341 125 2216 956 90 69 866 1260 147 121 103 62 1113
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=31
num_cat=0
split_feature=1 3 4 48 0 16 4 14 15 16 43 147 151 15 49 49 39 14 12 15 13 16 12 52 13 3 50 0 49 0
split_gain=0.469281 0.143867 0.091077 0.121715 0.0854915 0.104131 0.0832373 0.0784969 0.108338 0.107679 0.136119 0.10099 0.142196 0.104844 0.077351 0.0732975 0.0686218 0.0631306 0.0888667 0.0793324 0.065599 0.114978 0.143461 0.178822 0.108847 0.100345 0.0869948 0.0804572 0.148888 0.163956
threshold=0.10293500000000001 0.31299000000000005 -0.050494999999999991 0.14823500000000003 -0.070499999999999993 0.15273500000000004 0.40124500000000002 -0.47071999999999997 -0.24436499999999997 -0.42170999999999997 -0.074974999999999986 0.10100500000000003 0.0033600000000000006 -0.14601999999999996 -0.080089999999999981 0.0034800000000000005 0.093575000000000005 0.062655000000000016 0.086095000000000019 0.094035000000000007 0.038215000000000006 -0.095964999999999981 0.089005000000000015 -0.084699999999999984 0.05868000000000001 -0.10831999999999999 0.089145000000000016 -0.10836499999999999 0.082865000000000008 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 7 -2 -6 17 -4 9 16 -11 12 13 -10 -15 -16 -9 20 19 -19 27 -22 23 -23 -24 -26 -27 28 29 -1
right_child=1 -3 3 -5 5 -7 -8 8 11 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0056855468553950704 0.012826968339227496 0.00067546613146513002 0.0094005401046680561 -0.0036994542274624109 0.00090316725118706634 0.0080257039511791219 0.00069034741768105468 0.0067304295055995072 0.011794976937817411 -0.0079598767613060766 0.0016286659530331299 -0.0018361372128129006 0.0128810238908045 0.00036058172284226332 0.0058598842109656999 0.00034045740695936341 0.00042870817619755316 0.015167918463703245 0.005366290947704605 0.0075622268486768007 0.010244400247437425 0.007374639064073563 0.00063726676420298068 -0.0042977714365614308 0.01003380312902173 0.0064830198729063163 -0.00098358629154972734 0.0071753625877373668 0.0089079537530778914 -0.0019313287016385319
leaf_weight=79 21 115 28 20 30 65 22 48 20 20 57 20 24 42 171 28 27 32 33 24 41 21 33 35 63 71 20 1803 64 44
leaf_count=79 21 115 28 20 30 65 22 48 20 20 57 20 24 42 171 28 27 32 33 24 41 21 33 35 63 71 20 1803 64 44
internal_value=0 0.00392439 0.00452604 0.00394562 0.00705286 0.00577648 0.00681294 0.00426088 0.00394598 0.00176495 -0.000861865 0.00503291 0.00551495 0.00483761 0.00426024 0.00508328 0.00446181 0.00686994 0.00948263 0.0119083 0.00676768 0.00534594 0.00451945 7.93825e-05 0.0058491 0.00696592 0.00484201 0.00697059 0.0049962 0.00296081
internal_weight=0 736 621 505 116 95 2385 485 457 152 77 305 285 261 241 199 75 2363 89 56 2274 284 243 56 187 154 91 1990 187 123
internal_count=3121 736 621 505 116 95 2385 485 457 152 77 305 285 261 241 199 75 2363 89 56 2274 284 243 56 187 154 91 1990 187 123
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 4 1 0 15 52 0 4 1 1 51 51 4 16 132 1 40 4 12 1 4
split_gain=26.9 4.49927 2.1179 1.91241 1.74077 1.4022 1.14561 0.973006 0.908853 0.855678 0.812626 0.671633 0.505604 0.598709 0.392379 0.388502 0.384963 0.38916 0.367554 0.363157 0.550158 0.307319 0.29324 0.28838 0.411426 0.26396 0.260272 0.252906 0.229139 0.22536
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.14960000000000004 -0.062539999999999984 0.09253500000000002 -0.10096999999999999 -0.11033999999999998 -0.52606999999999993 -0.050064999999999991 -0.013125 0.093100000000000002 0.12408500000000001 0.081440000000000026 -0.040379999999999992 0.0061450000000000003 -0.080509999999999984 0.088890000000000011 0.15799000000000005 -0.077474999999999988 0.10528000000000001 0.090285000000000018 0.13075500000000004 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 25 -8 12 16 -9 -4 13 -1 -2 -16 22 27 29 20 -15 -14 -7 24 -6 -3 -22 -18 -5 -12
right_child=1 4 11 28 23 9 7 10 -10 -11 18 -13 21 19 15 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011374962218359214 0.0010898040641112629 0.00046456252495618233 0.0009657586107273277 0.00064176406168891707 0.00027671526837761974 0.0012384697655176162 0.00094303924566000894 0.00086288691123100416 0.0012904545886009012 0.00061324967203456717 0.00053168991256468735 0.00062184191567267065 0.0010798655926392319 0.0006777751533424153 0.00093607956201500835 0.00063128667207909561 0.0010484820437364553 0.00070881688963568969 0.0003869305844470879 0.00070102099128359677 0.0011703736717228947 0.00095192941868729633 0.0010079321582390729 0.00044011596704611694 -5.1689871093806095e-05 0.00025998114020514838 0.00090435404937326633 0.00090844548001215114 0.00041560266841069056 0.00071643919075838676
leaf_weight=49 49 48 34 61 55 23 30 31 70 26 110 61 1439 21 82 20 70 29 56 32 31 76 273 23 20 49 26 170 24 33
leaf_count=49 49 48 34 61 55 23 30 31 70 26 110 61 1439 21 82 20 70 29 56 32 31 76 273 23 20 49 26 170 24 33
internal_value=0 0.000593473 0.00103191 0.000813164 0.000479524 0.00104359 0.000543068 0.000610912 0.00107156 0.000961049 0.000567591 0.000744928 0.00106241 0.00095722 0.000945594 0.000876316 0.000977054 0.000923365 0.00052159 0.000876916 0.000949078 0.00107345 0.00102585 0.000248043 0.000189141 0.000361217 0.00104903 0.000949289 0.000577907 0.000574324
internal_weight=0 691 2430 236 455 2335 357 260 1744 591 230 95 1674 159 151 102 565 269 199 110 78 1515 296 98 75 97 57 240 85 143
internal_count=3121 691 2430 236 455 2335 357 260 1744 591 230 95 1674 159 151 102 565 269 199 110 78 1515 296 98 75 97 57 240 85 143
is_linear=0
shrinkage=0.00196078


Tree=4265
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 3 3 4 0 15 0 4 12 2 12 4 12 16 51 52 157 4 2 1 16 0
split_gain=45.2719 7.56296 5.0979 4.20276 2.69368 2.60484 1.6757 1.56979 1.40351 1.37482 1.39973 1.09162 1.01252 0.953803 0.919744 0.909644 0.746069 0.588368 0.690545 0.56078 0.703863 0.536329 0.45484 0.410454 0.386965 0.346931 0.335958 0.321154 0.32083 0.301151
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.09253500000000002 0.30112000000000005 0.12745000000000004 0.40473500000000007 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.40124500000000002 -0.42850999999999995 0.13754500000000003 -1.0000000180025095e-35 -0.49013999999999996 0.08401500000000002 -0.11118499999999999 0.13995500000000002 -0.16675999999999999 -0.0048549999999999991 -0.036839999999999991 0.15950500000000004 0.081670000000000006 -0.039889999999999988 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 -3 6 7 12 -5 10 17 -6 13 -1 22 21 -11 18 -4 24 -21 -9 -14 -8 -16 -2 -18 -26 -15 -22
right_child=1 2 9 8 11 -7 23 15 -10 16 -12 -13 14 28 19 -17 26 -19 -20 20 29 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0015606316441998762 0.0014714780484928805 0.0007619685118867626 0.00049439736142803251 0.0012823859296283646 0.001282351407684198 0.00092572057056636401 0.0014117702377923565 0.0013550833032703867 0.00078806021490499228 0.0005522884495100898 0.0009561775417067604 0.00082993813972363523 0.001445527141850802 0.00095891836560539644 0.0015844481597046775 0.00087822480431569167 0.00030744787900387736 0.00035933670560982949 0.00084416090200344724 0.0010621781696414554 0.001362124036042821 0.0011804092145129557 0.0012009910859313666 0.0017329881220022119 0.0012222878293102315 0.0011846795872925153 2.3857871815244659e-06 0.001490535030746561 0.0012434660353350874 0.0012341413900470194
leaf_weight=20 50 226 60 34 70 48 20 150 63 34 37 29 1160 39 57 24 35 51 34 38 397 123 30 65 32 24 23 37 25 86
leaf_count=20 50 226 60 34 70 48 20 150 63 34 37 29 1160 39 57 24 35 51 34 38 397 123 30 65 32 24 23 37 25 86
internal_value=0 0.000787084 0.000714025 0.0013613 0.000880116 0.00137781 0.00138723 0.00137687 0.000961329 0.00051702 0.00061577 0.00114983 0.00139739 0.00118687 0.00140701 0.00124421 0.000321667 0.000528907 0.000620908 0.00134751 0.00131912 0.00127638 0.00143936 0.00165741 0.00146489 0.00137846 0.000186475 0.00136613 0.00107007 0.00133934
internal_weight=0 673 599 2448 325 2351 2303 2218 97 274 182 99 1921 84 1837 297 92 145 94 647 521 273 1190 85 126 74 58 69 64 483
internal_count=3121 673 599 2448 325 2351 2303 2218 97 274 182 99 1921 84 1837 297 92 145 94 647 521 273 1190 85 126 74 58 69 64 483
is_linear=0
shrinkage=0.00196078


Tree=4266
num_leaves=31
num_cat=0
split_feature=1 3 4 48 2 2 2 12 4 51 97 14 157 2 42 14 456 16 150 3 3 39 12 4 1 157 42 4 12 42
split_gain=0.639608 0.166348 0.112162 0.101595 0.0913422 0.165659 0.0937954 0.0930053 0.0879639 0.0834768 0.0830822 0.0805846 0.0849007 0.0790411 0.0718726 0.100424 0.0758789 0.0701488 0.0896286 0.0741458 0.165702 0.107959 0.0920255 0.0846039 0.0831101 0.0729204 0.0714309 0.0965257 0.0691547 0.0685082
threshold=0.10293500000000001 0.31299000000000005 -0.39518999999999993 -0.08595499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13033999999999998 0.092465000000000006 0.40124500000000002 -0.047599999999999996 -0.079444999999999988 -0.47013499999999991 -0.06457499999999998 0.092120000000000021 -0.019989999999999997 -0.10708499999999999 0.090345000000000009 -0.45661999999999997 0.089910000000000018 -0.14186499999999996 -0.10831999999999999 -0.046074999999999991 0.090165000000000009 -0.097604999999999983 0.093575000000000019 -0.078064999999999982 0.079510000000000011 -0.46376499999999993 0.088365000000000013 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 9 -4 5 6 -5 -7 13 -2 -8 -6 -13 -1 -14 -16 -17 28 19 26 -21 -22 24 -24 29 -25 27 -19 -15 -23
right_child=1 -3 3 4 11 7 10 -9 -10 -11 -12 12 14 17 15 16 -18 18 -20 20 21 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.008506987275652262 0.0063886498982485915 0.0011723250502046027 0.011838731745374391 0.0063235532016389902 0.0092462119561704716 0.012530833178683871 0.0035205173478912444 0.0066944610380289182 0.0017441049937836151 0.013598495116457344 -0.0044119078463510332 -0.0018859752017306164 -0.0017302609615675781 0.0075563421237651099 0.0095228786355194966 0.0040166828171384304 -0.002224621908019551 0.013214662130922079 0.0012366032514434596 -0.0012713989960805826 -2.5486978702247141e-05 0.012453813168484672 0.0012603351915324178 0.0018137740127276631 0.0054648041928139256 0.0073911862274008908 0.014887145074570311 0.0038940862689632923 0.014182633435952344 0.0074371283419611984
leaf_weight=1572 42 115 20 45 22 38 31 97 22 26 23 32 23 36 30 170 22 20 26 24 20 81 27 25 39 376 23 25 28 41
leaf_count=1572 42 115 20 45 22 38 31 97 22 26 23 32 23 36 30 170 22 20 26 24 20 81 27 25 39 376 23 25 28 41
internal_value=0 0.00466587 0.00531283 0.00484156 0.004579 0.00605879 0.00295174 0.00833729 0.00803813 0.00914536 0.000141892 0.0034209 0.00295824 0.00809673 0.00359096 0.00414226 0.00330153 0.0072814 0.00700199 0.00721583 0.00687874 0.00719993 0.00744528 0.00667864 0.00948328 0.00704347 0.0103537 0.00803656 0.0104553 0.0107679
internal_weight=0 736 621 553 533 234 99 135 2385 68 54 299 277 2363 245 222 192 791 727 701 633 609 589 428 161 401 68 45 64 122
internal_count=3121 736 621 553 533 234 99 135 2385 68 54 299 277 2363 245 222 192 791 727 701 633 609 589 428 161 401 68 45 64 122
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=31
num_cat=0
split_feature=1 3 4 13 16 0 10 43 13 4 52 4 43 14 2 39 45 12 2 2 1429 1 4 0 11 50 159 0 41 1204
split_gain=0.518082 0.136485 0.0963393 0.0791702 0.11077 0.0765715 0.0772401 0.0743817 0.0782453 0.0796091 0.0902988 0.0897789 0.0776495 0.0744257 0.0730467 0.071308 0.0691615 0.0654028 0.0620311 0.243644 0.136493 0.104877 0.128418 0.13483 0.116346 0.1018 0.101198 0.0923032 0.0889108 0.078481
threshold=0.10293500000000001 0.31370500000000007 -0.015039999999999998 -0.47860499999999995 -0.096824999999999981 0.18019500000000002 -0.086389999999999981 -0.24021999999999996 0.17001000000000002 0.056795000000000005 0.0060650000000000009 0.41257000000000005 -0.012164999999999999 -0.47071999999999997 0.14960000000000004 0.10076500000000001 0.081955000000000014 -1.0000000180025095e-35 0.08647500000000001 0.086675000000000016 0.084545000000000009 0.089625000000000024 -0.16363499999999997 -0.14226499999999997 1.0000000180025095e-35 0.11875500000000001 0.11389500000000001 -0.11013499999999998 0.076195000000000013 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 17 14 -5 6 -1 -4 9 10 -9 12 -11 -13 -3 -15 18 -2 20 -20 25 24 -23 -24 29 26 27 -8 -26 -21
right_child=1 3 7 4 -6 -7 16 8 -10 11 -12 13 -14 15 -16 -17 -18 -19 19 21 -22 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0011091120960190892 0.0029686416966354513 0.00038860906214852422 0.0095148577375094526 -0.0078711414238205185 0.002113483444787562 0.0021271732876655359 0.012052372506313172 0.0031839213185859 -0.0019966032396516076 0.004275881275922681 -0.0042138179650382055 0.0083918871752058088 0.0093025013347089822 0.0036101909247060709 0.0076432575006037951 -0.0016903760692765638 0.012690689492349826 0.0076890496652044357 -0.0040941622434183958 0.012447635610415429 0.0012764189609636863 0.0086157348128922655 0.0042428101226895318 -0.0053223115578293805 0.017081333244485516 0.0019622410728166307 0.0019039382173408133 0.0081891285221017684 0.007765012759482489 0.0069935969633059848
leaf_weight=20 37 35 23 20 25 29 67 66 23 60 22 26 63 140 23 31 24 142 20 27 30 42 56 20 21 26 24 804 20 1155
leaf_count=20 37 35 23 20 25 29 67 66 23 60 22 26 63 140 23 31 24 142 20 27 30 42 56 20 21 26 24 804 20 1155
internal_value=0 0.00419929 0.0047486 0.000823403 -0.00232413 0.00723432 0.00729718 0.00397396 0.00367828 0.00399818 0.00133449 0.0047307 0.00685049 0.00340718 0.00326545 0.00264927 0.00735016 0.00671332 0.00729472 0.00686174 0.00791438 0.00702514 0.00417807 0.00172567 0.00729984 0.0081306 0.00830979 0.0084863 0.0125368 0.00711818
internal_weight=0 736 633 103 45 2385 2356 454 431 408 88 320 123 197 58 171 2336 179 2312 1361 951 1341 118 76 1223 921 895 871 41 1182
internal_count=3121 736 633 103 45 2385 2356 454 431 408 88 320 123 197 58 171 2336 179 2312 1361 951 1341 118 76 1223 921 895 871 41 1182
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 2 1 2 14 4 4 2 11 1 4 11 47 3 16 475 1420 4 12 4 1 51
split_gain=84.9334 13.3799 7.89395 7.11056 4.92475 3.73164 2.59929 2.30739 2.2383 1.9724 1.9206 1.49984 1.21079 1.1445 1.0808 0.803779 0.755825 0.706178 1.53931 0.582537 0.532461 0.530704 0.936534 0.510275 0.52555 0.493034 0.483868 0.483743 0.415778 0.434365
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.090425000000000019 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.091195000000000012 0.14285500000000004 0.062655000000000016 0.27834500000000006 0.27834500000000006 -0.0091949999999999983 1.0000000180025095e-35 0.089770000000000016 -0.081114999999999979 0.08776500000000001 0.090100000000000013 0.090900000000000009 0.083160000000000026 -0.088274999999999978 -0.083604999999999985 -0.036839999999999991 0.095780000000000018 -0.0070899999999999991 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 20 10 14 11 -5 27 12 13 21 -4 16 -12 17 26 -19 -18 28 23 -23 -1 -25 -2 -7 -6 29 -3
right_child=1 2 7 8 9 6 -8 -9 -10 -11 15 -13 -14 -15 -16 -17 19 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015099302036899957 0.0017525423975551829 0.00053272077485042458 0.0008487602134289987 0.0015133077461345523 0.0017201737640729915 0.0016264460938341749 0.0010686749573716816 0.00095923246710181672 0.0008890481194416904 0.00082260340549587417 0.0011981507936351236 0.00024820060986058208 0.0020163724720775192 0.00045383543468333607 0.0011233906097271862 0.0015849097748545646 0.0019253490797055313 0.0016885049662002328 0.0010492591506168489 0.0015854397468057853 0.0010218662046564523 0.0012064687856564336 0.0018065245128145405 0.0020590001344680782 0.00173816870297081 0.0013945260246038215 0.0015228260553534346 0.0013712112538787832 0.00058241641453420166 0.00084343987106751909
leaf_weight=37 50 20 39 34 21 412 41 37 63 24 23 99 59 102 20 203 42 28 30 36 33 20 20 20 1061 21 299 56 43 128
leaf_count=37 50 20 39 34 21 412 41 37 63 24 23 99 59 102 20 203 42 28 30 36 33 20 20 20 1061 21 299 56 43 128
internal_value=0 0.000841609 0.000746662 0.00162812 0.000953951 0.00164958 0.0015511 0.000503452 0.00110786 0.00131341 0.00171155 0.000433186 0.00174237 0.00056307 0.00157392 0.00154555 0.00158455 0.0015659 0.00135786 0.00176847 0.000791876 0.00172841 0.0015065 0.00173635 0.0017441 0.00164665 0.00158287 0.00146638 0.000752139 0.000801451
internal_weight=0 673 602 2448 325 2351 908 277 97 101 1443 240 1217 141 867 226 847 769 58 78 224 1158 40 1118 1081 71 711 77 191 148
internal_count=3121 673 602 2448 325 2351 908 277 97 101 1443 240 1217 141 867 226 847 769 58 78 224 1158 40 1118 1081 71 711 77 191 148
is_linear=0
shrinkage=0.00196078


Tree=4269
num_leaves=31
num_cat=0
split_feature=1 2 12 12 2 2 4 0 133 14 96 14 124 12 43 43 4 3 156 4 4 3 13 12 16 49 43 1212 1212 15
split_gain=0.634375 0.160217 0.125929 0.0837451 0.123005 0.0811712 0.0790584 0.0738706 0.0716031 0.0796492 0.0758556 0.0644483 0.0757849 0.0748124 0.075812 0.0684805 0.147216 0.072171 0.081847 0.0718287 0.203329 0.0715761 0.0668283 0.0815446 0.152411 0.0719558 0.0705922 0.114309 0.184398 0.100565
threshold=0.10312500000000001 0.13622000000000004 1.0000000180025095e-35 -0.42850999999999995 0.31358000000000003 0.14122000000000004 0.40124500000000002 -0.13027499999999997 0.091250000000000012 -0.46413499999999996 0.085370000000000015 0.062655000000000016 -0.076779999999999987 0.086095000000000019 -1.0000000180025095e-35 -0.52440999999999993 -0.51843499999999987 0.090900000000000009 0.091335000000000013 -0.059649999999999988 0.0049200000000000008 -0.10023499999999998 0.0036400000000000004 0.089085000000000011 -0.08947999999999999 0.10463500000000002 0.0016850000000000001 -0.064959999999999976 -0.16927999999999996 0.085315000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 -3 -5 6 11 -4 9 -2 -11 12 -1 14 -13 -14 21 22 19 -19 -21 -17 26 24 -24 -25 27 28 -18 -30
right_child=1 3 7 4 -6 -7 -8 -9 -10 10 -12 13 15 -15 -16 16 17 18 -20 20 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0049154037478553831 0.010509476118854114 0.0079599124100059281 0.0019005951937288046 0.002364828675770416 -0.005052684892520861 0.0034409652577667704 0.0019625832030380316 0.0077703978430794839 -0.00027227584351374604 0.0045870773600996013 -0.0018102694489061833 0.017786566010909156 0.0024440585931932383 0.0068476757091103183 0.010107705759421354 0.018219083230942488 0.0074675035136308344 0.007755035359878093 0.01007718067849055 -0.0064479986927472067 0.0073385478564254626 0.01003934381549935 0.009954014834312892 0.0080861887034474333 -0.00055643610807286728 0.0026202010197771924 0.0070182692341340426 0.0083919288765460995 0.012058650676838378 0.021733312645838374
leaf_weight=83 21 20 24 130 27 41 22 201 34 253 20 20 22 33 36 20 42 24 25 20 23 23 22 223 37 27 340 1265 22 21
leaf_count=83 21 20 24 130 27 41 22 201 34 253 20 20 22 33 36 20 42 24 25 20 23 23 22 223 37 27 340 1265 22 21
internal_value=0 0.00448416 0.0053223 0.00186556 0.00108921 0.00785213 0.00792909 0.00714429 0.00407246 0.00457491 0.00411841 0.00798547 0.00788057 0.0106245 0.0128502 0.00799472 0.00805195 0.00793284 0.00519432 0.00337235 0.000926201 0.0138439 0.00805888 0.00670669 0.00336272 0.00749586 0.00830611 0.00863046 0.0121803 0.0167835
internal_weight=0 730 553 177 157 2391 2350 225 328 294 273 2328 2239 89 56 2156 2134 2091 92 67 43 43 1999 309 59 250 1690 1350 85 43
internal_count=3121 730 553 177 157 2391 2350 225 328 294 273 2328 2239 89 56 2156 2134 2091 92 67 43 43 1999 309 59 250 1690 1350 85 43
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=31
num_cat=0
split_feature=1 1 4 159 12 15 1375 0 0 10 4 4 49 45 4 1451 3 3 51 2 40 43 4 1 2 1 3 16 52 0
split_gain=0.514223 0.141287 0.115861 0.0926812 0.0847025 0.114112 0.0940417 0.0824947 0.129741 0.115893 0.090211 0.0817022 0.0688472 0.0687897 0.0730388 0.0768587 0.0808594 0.140154 0.0831549 0.101902 0.0859966 0.0741101 0.109556 0.0732304 0.0974614 0.0902473 0.0836496 0.0713661 0.0887424 0.0780441
threshold=0.10293500000000001 0.13707500000000003 -0.015039999999999998 0.082585000000000006 0.11472500000000001 -0.015744999999999999 -0.066804999999999989 -0.10474999999999998 -0.14001499999999997 -0.074314999999999978 0.51164000000000009 0.50500500000000004 -1.0000000180025095e-35 0.081955000000000014 0.042705000000000007 0.089825000000000002 0.10299500000000002 0.12745000000000004 -0.13782999999999998 0.121465 -0.083709999999999993 -0.085154999999999995 -0.043364999999999994 0.083345000000000016 0.090175000000000019 0.093400000000000025 -0.0080949999999999998 0.25084500000000004 -0.42635499999999998 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 12 5 6 -4 8 -3 -9 11 -11 -2 14 15 16 18 -18 21 20 -20 -1 -23 24 -16 -25 -27 -22 29 -29
right_child=1 7 4 -5 -6 -7 -8 9 -10 10 -12 -13 -14 -15 23 -17 17 -19 19 -21 27 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.014511204507477858 0.011553584245773844 0.00020656389485035711 0.01047959936605323 0.0015801448030052364 0.0089663353220870105 -0.0020791751757154569 0.0035682155683060129 -0.0056659907947673848 0.01111203772481531 0.0021251470985589548 0.0069126866236329078 -0.0054822452539701775 0.0066395080160736204 0.012186562875285745 0.011943825031630696 0.01286179134719229 -0.002714470486071977 0.0085732728983698922 0.0015982930134567951 0.001121658182403605 0.0074368431295090583 0.012617885486355852 0.0051211638938349841 -0.002591596637450328 0.005695217143014737 0.00055315575562417515 0.0093959052687632334 0.002383623805282445 -0.00033330900522951902 0.0090076599201774632
leaf_weight=27 39 24 21 27 30 34 315 27 20 48 25 20 106 26 28 24 22 22 27 28 1706 35 44 22 230 20 23 29 26 46
leaf_count=27 39 24 21 27 30 34 315 27 20 48 25 20 106 26 28 24 22 22 27 28 1706 35 44 22 230 20 23 29 26 46
internal_value=0 0.00404728 0.00478916 0.00695954 0.00385589 0.00344153 0.00400018 0.00145973 0.0051636 0.000101646 0.00177612 -0.000112321 0.00796123 0.00707098 0.0070146 0.00723623 0.00716913 0.0029294 0.00726392 0.00710882 0.00720023 0.0099883 0.0084425 0.00561759 0.00637336 0.00261775 0.005283 0.00728393 0.0047011 0.00644637
internal_weight=0 736 572 172 400 370 336 164 44 120 93 68 145 2385 2359 2036 2012 44 1968 1862 1834 106 79 323 258 65 43 1807 101 75
internal_count=3121 736 572 172 400 370 336 164 44 120 93 68 145 2385 2359 2036 2012 44 1968 1862 1834 106 79 323 258 65 43 1807 101 75
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=31
num_cat=0
split_feature=1 124 44 2 42 13 376 3 0 2 12 159 42 12 15 15 15 147 9 3 148 1429 1446 483 1454 2 1446 3 150 3
split_gain=0.41729 0.129377 0.094573 0.0999417 0.0813158 0.0938581 0.0810264 0.079469 0.0749443 0.0776503 0.0725148 0.0777001 0.0655922 0.0789591 0.064014 0.0686193 0.0822348 0.0628188 0.0677514 0.0678099 0.0661158 0.0637885 0.0638045 0.063295 0.0890138 0.094513 0.0612401 0.060215 0.0724017 0.0582937
threshold=0.12000500000000001 -0.076779999999999987 1.0000000180025095e-35 0.10188000000000001 -0.0060199999999999993 -0.0093149999999999986 0.083705000000000016 0.30112000000000005 -0.13843999999999998 0.15361500000000003 -0.42850999999999995 0.093660000000000007 -0.085874999999999993 0.090695000000000012 -0.12563999999999997 -0.083359999999999976 -0.028889999999999996 0.089365000000000014 0.081890000000000004 -0.083784999999999984 -0.08224999999999999 -0.086994999999999989 0.11581000000000001 -0.095084999999999989 0.074020000000000016 0.08839000000000001 0.093870000000000009 0.12745000000000004 0.094365000000000018 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 -1 6 -6 27 14 12 -9 -12 13 -10 -5 -16 -17 18 21 -20 -19 -3 23 24 25 -23 -14 28 29 -2
right_child=7 2 -4 8 5 -7 -8 10 9 -11 11 -13 26 -15 15 16 -18 20 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0069106991616628907 0.0030503859244301128 0.010667603040063704 0.011787680364514311 0.0064347255256559169 0.00059202142565095055 -0.0031153635708270253 0.006403705312357265 0.0036360166638213045 0.013162805562695633 -0.00043502407381311057 -0.0047132598535245054 0.0027984014268787136 0.0058175513367517522 0.005291814017109573 -0.0018065705325601524 0.0078320297878235589 -0.00055088944606144325 0.0066997372887618398 0.014830347322858871 0.0066942947093463906 -0.0012354673729056405 0.0078098821481141978 0.01171032697286295 0.0062896182442123572 0.0036030934718880984 0.016006123098001503 0.00059437804738990971 0.0070050324184673012 0.0079441780295303986 -0.0010834650814776187
leaf_weight=49 132 37 31 35 47 27 49 34 26 20 40 21 347 25 38 25 22 21 20 21 21 34 23 1800 21 24 24 38 23 46
leaf_count=49 132 37 31 35 47 27 49 34 26 20 40 21 347 25 38 25 22 21 20 21 21 34 23 1800 21 24 24 38 23 46
internal_value=0 0.00612243 0.00629716 0.0062313 0.00346579 0.00209343 0.0035584 0.00238197 0.00505165 0.00565336 -6.46252e-05 -0.00212728 0.0059419 0.00930448 0.00283539 0.00135331 0.00390811 0.00655917 0.00664035 0.0106631 0.00273213 0.00655529 0.00647529 0.00641121 0.00918162 0.0112014 0.00547966 0.00335447 0.00266432 0.00198209
internal_weight=0 2787 2615 2584 172 123 96 334 562 442 95 61 422 51 120 85 47 2022 1980 41 42 1939 1902 1879 79 58 371 239 201 178
internal_count=3121 2787 2615 2584 172 123 96 334 562 442 95 61 422 51 120 85 47 2022 1980 41 42 1939 1902 1879 79 58 371 239 201 178
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 3 14 4 1 2 3 12 0 49 1 12 1 2 4 3 52 2 160 0 475 15 49 0 4
split_gain=39.6525 6.21287 3.78566 3.28442 2.04412 1.8597 1.34518 1.24466 1.10723 1.01559 1.01347 0.990679 0.715048 0.586804 1.07707 0.596379 0.568655 0.456216 0.437323 0.38942 0.70014 0.356926 0.33227 0.351809 0.326777 0.325107 0.273056 0.316609 0.262709 0.259649
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.10045500000000002 0.30112000000000005 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.076840000000000006 -0.42850999999999995 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.088245000000000004 0.13146500000000003 0.15950500000000004 -0.52556499999999995 -0.13927999999999999 -0.024714999999999997 0.11510000000000002 -1.0000000180025095e-35 -0.057069999999999989 -0.081364999999999979 -0.097454999999999986 -0.069799999999999987 -0.15350499999999997 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 11 13 -6 -5 25 17 -8 14 15 -1 19 -4 -14 -15 -21 -3 23 -23 -19 -7 -17 -28 -27 -18
right_child=1 2 6 9 8 10 12 -9 -10 -11 -12 -13 18 16 -16 26 29 24 -20 20 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0012104100486306794 0.0012120020732483505 0.00057153671176917451 0.00065761173413604525 0.0011295918744774975 0.0011143854120653715 0.0013074135273889779 0.00047982864668232961 0.0014971117023263034 0.00067785913789503312 0.00070668269381075563 0.00073784152418094077 0.00079004117798621226 0.00025972247431550375 0.0015554689058736592 0.0014224101353055253 0.0011099321754904938 0.0012294935999842195 0.00025973113933832009 -8.8331982563269617e-05 0.00093997533527765678 0.0012944981550318329 0.0010404450212623557 0.00062257081901278004 0.00072566708893847696 0.0004846417746563734 0.00091133848656095074 0.001025662380361966 0.0007026507622149515 0.0011324292988996554 0.0010975812853400576
leaf_weight=44 76 108 34 34 74 39 34 79 32 61 26 47 35 21 36 20 768 41 23 22 808 20 61 43 63 22 20 28 340 62
leaf_count=44 76 108 34 34 74 39 34 79 32 61 26 47 35 21 36 20 768 41 23 22 808 20 61 43 63 22 20 28 340 62
internal_value=0 0.000683109 0.00061775 0.00121543 0.000757016 0.00122997 0.000447816 0.00125614 0.000982604 0.00085804 0.00111299 0.000544174 0.000254052 0.00124574 0.00112737 0.00103254 0.00125616 0.000460436 0.000121701 0.00129177 0.0012851 0.000653946 0.000725721 0.000825597 0.000395975 0.00113732 0.000917443 0.000837239 0.00111899 0.00121964
internal_weight=0 691 615 2430 338 2335 277 1908 106 95 427 185 92 1829 148 112 1681 138 58 851 830 232 124 63 104 401 68 48 362 830
internal_count=3121 691 615 2430 338 2335 277 1908 106 95 427 185 92 1829 148 112 1681 138 58 851 830 232 124 63 104 401 68 48 362 830
is_linear=0
shrinkage=0.00196078


Tree=4273
num_leaves=31
num_cat=0
split_feature=1 3 12 4 15 151 12 40 42 0 16 157 51 4 484 49 160 0 49 2 49 42 160 1451 1185 1176 160 4 3 3
split_gain=0.468368 0.128813 0.0915423 0.119938 0.129578 0.11854 0.0955478 0.146453 0.0796682 0.0856989 0.0706872 0.0637455 0.0822974 0.071199 0.0836082 0.090156 0.0700798 0.0973975 0.13982 0.115932 0.0832366 0.0633885 0.0813279 0.0798105 0.078425 0.0851629 0.0728975 0.0943674 0.0952768 0.0988883
threshold=0.10337500000000001 0.30112000000000005 -1.0000000180025095e-35 0.024790000000000003 -0.033689999999999991 0.0033600000000000006 -0.10022999999999999 -0.063404999999999989 0.090545000000000014 -0.033209999999999996 0.24134000000000003 -0.48214999999999997 0.13995500000000002 0.042705000000000007 -0.0082299999999999995 0.11136000000000001 -0.037174999999999993 -0.11242999999999999 -0.023059999999999997 0.11510000000000002 0.088595000000000021 -0.093284999999999993 0.10210000000000001 0.089825000000000002 0.089300000000000004 1.0000000180025095e-35 -0.55323499999999981 -0.52556499999999995 0.10299500000000002 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 6 8 5 -5 -2 -8 9 -4 -10 -1 13 21 15 -15 -16 18 -18 -19 -20 22 -13 24 25 26 -23 -28 -29 -30
right_child=1 -3 3 4 -6 -7 7 -9 10 -11 -12 12 -14 14 16 -17 17 19 20 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.011537957853741116 0.0087735221478278235 0.00090624297364966906 0.01240112353530195 0.0040462392939051859 -0.001987284907954745 0.011972197866998614 0.0036155429038213943 -0.0028721100249466426 0.0075928421829033789 0.0065167537740093073 -0.00014285401917905327 0.0093361596458410353 0.0024156822018428811 0.010674374853717347 0.00037324500536280018 0.0030155478638004174 0.0011532682127186231 0.0022205765817739907 0.015509614974937656 0.0090193104948411932 0.0075687061254443092 0.0019629981543403119 0.002610617781756446 0.012624719277348206 0.012257427847944201 0.00012862372757808772 0.01264539328576238 0.0068055205011022593 -0.0028679890380728813 0.0069571751018520454
leaf_weight=27 23 127 45 186 32 21 134 47 27 55 21 178 45 51 35 22 21 116 22 32 33 32 20 23 25 20 27 1633 21 20
leaf_count=27 23 127 45 186 32 21 134 47 27 55 21 178 45 51 35 22 21 116 22 32 33 32 20 23 25 20 27 1633 21 20
internal_value=0 0.00379565 0.00441656 0.00532016 0.00393483 0.00485032 0.00270238 0.0019309 0.00755729 0.00916472 0.00420848 0.00670638 0.00665147 0.00673325 0.00537711 0.00836624 0.00453462 0.00518483 0.0080947 0.00369057 0.0107451 0.00695848 0.00865681 0.00677177 0.00669605 0.00661674 0.00669162 0.00678057 0.00668598 0.00192477
internal_weight=0 718 591 387 239 207 204 181 148 100 48 2403 2376 2331 332 73 259 224 76 148 55 1999 198 1801 1778 1753 1733 1701 1674 41
internal_count=3121 718 591 387 239 207 204 181 148 100 48 2403 2376 2331 332 73 259 224 76 148 55 1999 198 1801 1778 1753 1733 1701 1674 41
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=31
num_cat=0
split_feature=4 2 3 3 52 4 9 15 49 13 10 3 43 12 42 4 483 484 1211 3 0 4 160 13 484 133 131 12 401 12
split_gain=0.394703 0.137157 0.115209 0.0962505 0.0817794 0.0886406 0.0813071 0.0959256 0.0818314 0.0912745 0.0801295 0.0974354 0.0922167 0.107924 0.100037 0.0779529 0.127287 0.111545 0.121011 0.0922892 0.109501 0.0907319 0.09249 0.0856397 0.104473 0.196247 0.318795 0.286946 0.169498 0.112117
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.63141500000000017 0.039215000000000007 0.51608000000000009 -1.0000000180025095e-35 -0.15914499999999995 0.088930000000000009 -0.013304999999999999 -0.15282499999999996 -0.13309499999999996 -0.05647499999999999 -0.069644999999999985 0.099760000000000015 -0.082769999999999982 0.086010000000000017 0.085595000000000018 0.078255000000000005 0.11296500000000002 -0.019414999999999998 -0.082349999999999993 -0.54913999999999985 0.05868000000000001 -0.081614999999999979 0.0033250000000000003 0.098515000000000005 0.086345000000000019 0.021890000000000003 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 10 -1 8 -8 -10 -2 -12 14 -14 -13 16 17 18 23 20 21 -17 -23 24 29 28 27 -27 -26 -9
right_child=3 -3 -4 -5 -6 -7 7 15 9 -11 11 12 13 -15 -16 19 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018701083148303238 -0.0048383415152784444 -0.00054978815217812855 0.0017103004214154751 -0.0042998281912878158 0.0052821659854603844 0.0065446278017285905 0.014121442048165662 -0.00050299774544934432 0.012496710457794723 0.0041116349686704133 0.0053234885213896636 -0.008162729579701343 0.0086544456239789729 0.00057222243398427966 0.0014865254151767919 0.00010648309080689043 0.013937041262164713 0.0014093521688329546 0.00080977120591948441 7.3393745797461487e-05 -0.00023227125367460152 0.010763330321806746 0.0058388066408237883 0.00544476017990348 0.0082445441842045226 0.025362091669812799 0.0040560617738475023 0.010622375756377422 -0.00056614183316317694 0.009114036972592162
leaf_weight=46 20 33 63 20 99 36 26 27 21 34 57 22 20 95 21 27 25 38 30 29 30 39 1727 169 242 25 26 28 24 22
leaf_count=46 20 33 63 20 99 36 26 27 21 34 57 22 20 95 21 27 25 38 30 29 30 39 1727 169 242 25 26 28 24 22
internal_value=0 0.00585805 0.00593643 0.00245719 0.00282243 0.00192386 0.00603747 0.00611151 0.00949857 0.00731321 0.001216 0.00177919 0.000500551 0.00197783 -0.0034503 0.00600212 0.00693887 0.0066616 0.00699817 0.00567032 0.00575935 0.0058596 0.00594756 0.00732792 0.00813568 0.00874936 0.0131258 0.0175751 0.0074496 0.00381485
internal_weight=0 2731 2698 390 370 271 2635 2589 81 55 235 215 158 115 43 2508 656 631 593 1852 1823 1793 1766 563 394 345 79 53 266 49
internal_count=3121 2731 2698 390 370 271 2635 2589 81 55 235 215 158 115 43 2508 656 631 593 1852 1823 1793 1766 563 394 345 79 53 266 49
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=31
num_cat=0
split_feature=4 2 0 0 9 13 4 15 43 12 2 2 4 34 16 51 457 0 4 160 0 3 2 150 1426 2 41 15 49 133
split_gain=0.321618 0.1121 0.0767813 0.163354 0.149464 0.123909 0.0927644 0.0984955 0.0922755 0.0729913 0.105754 0.152476 0.0950935 0.0832452 0.0722195 0.0827411 0.0704782 0.0795579 0.0900411 0.130827 0.0853898 0.147595 0.115984 0.110014 0.0656959 0.0665219 0.117039 0.0648455 0.0584189 0.113525
threshold=0.26790000000000008 0.14445500000000003 -0.10474999999999998 -0.13027499999999997 -0.084244999999999987 -0.41572999999999993 0.42642000000000008 -0.15914499999999995 0.10366000000000002 -0.010834999999999999 -0.0091949999999999983 0.094835000000000017 0.033845000000000007 -0.072169999999999984 0.13751500000000003 0.086310000000000012 0.26807500000000006 -0.14920999999999998 0.0082450000000000006 -1.0000000180025095e-35 -0.13027499999999997 -0.12711499999999995 0.10981000000000002 -0.091839999999999991 -0.094284999999999994 -0.080614999999999978 0.081560000000000007 0.13592500000000005 0.10463500000000002 0.10051500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -4 -2 7 -7 -6 10 13 12 -12 -1 15 -3 17 18 -11 -20 21 -19 -23 -22 -25 -26 27 28 -27 -30
right_child=2 14 4 -5 8 6 -8 -9 -10 16 11 -13 -14 -15 -16 -17 -18 20 19 -21 23 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0027138088031325681 -0.0046008078543388333 -0.0045664307079277934 -0.0073877610912313684 0.009581100014415948 0.0025401132243132452 -0.0039380083457850245 0.007825491342202227 0.0037768026628389449 -0.0045102736158739954 0.0060584677442749764 0.012743913711165079 0.0027576466039119459 0.0046019780010773011 -0.0052213984352420086 0.0069769211998209364 0.0027939846849351722 0.00087911262307898146 0.008836376604934533 0.0065896796377341235 0.016852995550826842 0.012444311991819869 -0.0069926392869092526 0.0032242860817350452 0.011057614686433227 0.010565330360084772 0.0056811873121017098 -0.0020517545648285058 0.0011826609011872538 0.0048498709175854608 -0.0023414372144123681
leaf_weight=39 23 24 20 37 160 23 34 59 21 94 32 110 26 20 20 42 32 21 27 23 23 20 25 21 25 1897 21 35 141 26
leaf_count=39 23 24 20 37 160 23 34 59 21 94 32 110 26 20 20 42 32 21 27 23 23 20 25 21 25 1897 21 35 141 26
internal_value=0 0.00526604 0.00215107 0.00367617 0.000815657 0.00210435 0.00343383 0.00161289 0.00172211 0.00538101 0.00366612 0.00494522 0.00909408 2.3908e-05 0.00171269 0.00011747 0.00554114 0.00560333 0.0078822 0.0113108 0.00545781 0.00191391 -0.00131657 0.00556466 0.0054916 0.00543711 0.00537664 0.00545096 0.00552334 0.00373027
internal_weight=0 2744 377 176 201 139 116 82 181 2658 227 168 58 59 86 66 2431 2399 144 50 2255 66 45 2189 2166 2145 2120 2099 2064 167
internal_count=3121 2744 377 176 201 139 116 82 181 2658 227 168 58 59 86 66 2431 2399 144 50 2255 66 45 2189 2166 2145 2120 2099 2064 167
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=31
num_cat=0
split_feature=2 1 1348 402 15 0 1 39 43 1 43 52 12 4 15 15 34 1 31 148 1209 480 4 1 1420 16 483 0 16 1208
split_gain=0.267022 0.129103 0.111264 0.114922 0.11255 0.1008 0.0829109 0.0754907 0.0747333 0.0741199 0.0699816 0.0665178 0.0816464 0.0721909 0.0697735 0.0661503 0.0867232 0.105687 0.0891914 0.0608902 0.0535708 0.0553463 0.161884 0.079635 0.0714608 0.0729091 0.109724 0.0968095 0.0877892 0.0799956
threshold=0.13404500000000005 0.090540000000000023 0.090600000000000014 0.11844500000000001 -0.083359999999999976 0.034820000000000011 0.094385000000000011 -1.0000000180025095e-35 0.070450000000000013 0.10937500000000001 0.035560000000000008 -0.15026499999999995 -0.10022999999999999 -0.010655 -0.090644999999999989 -0.097454999999999986 -0.038779999999999995 0.13657000000000002 -0.081689999999999985 -0.081784999999999983 -0.090519999999999975 -0.080264999999999989 -0.023539999999999995 0.089770000000000016 -0.052439999999999994 -0.072804999999999981 0.085510000000000017 -0.067094999999999988 -0.14158499999999996 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 6 7 -3 -2 10 -9 19 -11 -13 -14 -15 16 18 -18 -8 -6 -1 22 -22 24 -23 26 27 29 -28 -26
right_child=5 2 -4 -5 8 -7 15 9 -10 11 -12 12 13 14 -16 -17 17 -19 -20 -21 21 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0087478396401274947 -0.003950599185191095 0.0071336961510257285 -0.0035077431283536409 -0.0034538348271217685 -0.00042215962428599602 -0.0048024514075368646 0.0035499499298814706 0.0070739341014996173 0.0093331371786425244 -0.0035869938681744751 -0.00027754956649409402 0.0069869406461235024 0.0065053117890091113 0.0014365929028654874 -0.0052204018796328452 -0.00011206709003696838 0.0031389420943345285 0.010490454149178485 -0.0054546627470038155 0.0052260102910609615 0.014988434146202746 0.0083692538345025644 0.0032818176680141026 0.00049309002545972662 0.0052825427375466699 0.0043207295783833592 0.0066833547866453642 0.011103145508760853 0.015295363746117802 -0.0011241896532010289
leaf_weight=40 20 38 21 21 20 25 22 30 37 21 27 31 21 74 20 90 176 22 22 418 21 63 27 39 763 915 29 28 20 20
leaf_count=40 20 38 21 21 20 25 22 30 37 21 27 31 21 74 20 90 176 22 22 418 21 63 27 39 763 915 29 28 20 20
internal_value=0 0.00466897 0.00368709 0.00385629 0.00403233 0.00121043 0.00270901 0.00190316 0.00500769 0.00249745 0.00466352 0.00167533 0.00243224 0.00120445 2.0211e-05 0.00220257 0.00306339 0.00395578 -0.000952356 0.0049681 0.00512567 0.00505041 0.00840346 0.00496466 0.00505954 0.00494207 0.00560315 0.0053255 0.0101985 0.0051189
internal_weight=0 2879 914 893 872 242 370 217 502 197 465 167 146 115 94 332 242 198 44 438 1965 1925 48 1877 1838 1775 860 811 49 783
internal_count=3121 2879 914 893 872 242 370 217 502 197 465 167 146 115 94 332 242 198 44 438 1965 1925 48 1877 1838 1775 860 811 49 783
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=31
num_cat=0
split_feature=4 31 123 14 3 3 392 13 15 52 16 403 16 12 3 4 0 15 15 1452 1186 1453 403 3 402 402 403 52 1211 52
split_gain=0.220263 0.0815774 0.122597 0.10336 0.107714 0.0791656 0.0626251 0.0575628 0.0990694 0.0946474 0.143021 0.11478 0.0823646 0.187625 0.0832395 0.0780558 0.0967897 0.116667 0.294224 0.101 0.0892268 0.0934848 0.0759736 0.145826 0.0879409 0.142023 0.152774 0.120136 0.109392 0.0871156
threshold=0.26790000000000008 -1.0000000180025095e-35 0.083965000000000012 -0.24175999999999997 0.20828500000000003 0.63141500000000017 0.091685000000000003 0.038215000000000006 -0.14809499999999998 -0.23375999999999997 0.24134000000000003 0.090990000000000015 -0.095094999999999985 0.082095000000000015 -0.10519499999999998 -0.082769999999999982 -0.11013499999999998 0.095575000000000007 -0.015039999999999998 -0.073234999999999981 0.060550000000000007 -0.049419999999999992 -0.53255499999999989 -0.081164999999999987 -0.085859999999999978 -0.43418999999999991 -0.0076149999999999994 0.086635000000000004 0.11789500000000001 0.090245000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -2 7 15 -9 -10 11 12 -11 -14 -15 20 17 18 -17 -18 21 -5 23 -21 25 29 27 -27 -26 -24
right_child=5 3 -4 4 -6 -7 -8 8 9 10 -12 -13 13 14 -16 16 19 -19 -20 22 -22 -23 24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0057923610019497574 0.0020372550557548486 0.010877323034219444 0.0045374321007531967 0.012050858736038209 0.00035637627524385396 -0.0044280600324418627 0.0095829722997934925 0.009905486709127824 0.0053856543377263566 0.0050383426617675777 -0.0058828922856429761 0.0068615142207317133 -0.0076232903078198438 0.0060041777466955997 0.00021956691546852941 0.0031610342198090825 -0.0020625576943806979 0.008042571152909659 -0.0072439810606848565 0.005384305748379524 0.011752676977978452 0.0050571888574618383 0.0071989690003966961 -0.0043376582541020106 0.0043873388241898867 0.0084750559387935537 0.0028158919885754585 0.018095290375873447 0.011841809518518858 7.3775556938926459e-05
leaf_weight=20 357 24 27 20 68 20 23 21 105 48 22 49 25 35 86 154 23 30 33 36 23 431 37 27 1253 27 20 25 20 32
leaf_count=20 357 24 27 20 68 20 23 21 105 48 22 49 25 35 86 154 23 30 33 36 23 431 37 27 1253 27 20 25 20 32
internal_value=0 0.0042721 0.000141775 0.00434408 0.00428542 0.00169427 0.00438798 0.00434171 0.00322401 0.00284479 0.00183803 0.00253704 0.00144478 0.000263334 0.0018928 0.00454117 0.00422756 0.00225357 0.00132486 0.00451313 0.00567717 0.00536733 0.00461553 0.00121775 0.00476692 0.00713652 0.0102434 0.0131002 0.00450446 0.00389453
internal_weight=0 2744 47 2697 2673 377 2605 2582 391 370 265 243 194 146 121 2191 1717 217 187 1500 474 451 1477 63 1414 141 72 52 1273 69
internal_count=3121 2744 47 2697 2673 377 2605 2582 391 370 265 243 194 146 121 2191 1717 217 187 1500 474 451 1477 63 1414 141 72 52 1273 69
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 2 0 15 12 13 130 160 16 15 3 150 4 3 3 13 43 12 4 1 4
split_gain=32.42 5.52898 3.20484 2.80602 2.26881 1.70292 1.21222 0.986481 0.859253 0.785077 0.66542 0.529303 0.620025 0.466823 0.443433 0.511146 0.510074 0.486355 0.421788 0.584252 0.382331 0.361985 0.476089 0.334795 0.315137 0.29699 0.272544 0.241122 0.236758 0.223446
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.14960000000000004 0.077845000000000011 0.17025000000000004 -0.10096999999999999 -0.11033999999999998 0.088245000000000004 -0.0044799999999999987 -0.054924999999999995 -1.0000000180025095e-35 -0.016164999999999995 0.083195000000000005 -0.080934999999999993 1.0000000180025095e-35 -0.52556499999999995 -0.13927999999999999 0.092670000000000016 -1.0000000180025095e-35 -0.080324999999999994 0.096990000000000007 -0.036839999999999991 0.15964000000000003 0.0016150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 14 7 -6 11 20 -5 24 12 -1 21 -3 -16 -17 -18 19 -14 26 -13 -23 -21 -4 -11 -7 -2 -12 -15
right_child=1 2 10 9 6 8 -8 -9 -10 25 28 13 18 29 15 16 17 -19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011208421086044353 0.0011092762438689959 0.00039987249544023995 0.00024952091813016118 0.00096210960288341642 0.00091198440554206555 0.0010013627279202256 0.00049367093971835389 0.0012653215595290572 0.00056963104524313955 0.00065500909159211173 0.00015760459368853271 0.0013397870054877214 0.00052580818599985647 0.0010305461296339702 0.00027185777910088512 0.00083384147182586981 0.00061541882370827342 0.00026160169977183437 0.0011021403261259489 0.00096248199227708499 0.00071156144929412663 0.00079453944987260502 0.0010869980828057957 0.00069149293041988918 0.00046593310778085035 0.00037147040186705541 0.00089688340689824113 0.00087017936546818101 -0.00011970561107291894 0.00092377211171594542
leaf_weight=54 50 176 86 28 84 207 39 79 26 49 29 21 21 732 21 28 59 20 25 65 27 22 785 24 37 20 179 24 20 84
leaf_count=54 50 176 86 28 84 207 39 79 26 49 29 21 21 732 21 28 59 20 25 65 27 22 785 24 37 20 179 24 20 84
internal_value=0 0.00052609 0.000463624 0.00101202 0.00055465 0.0010255 0.000779348 0.00105079 0.000915369 0.000685195 0.000237644 0.00104154 0.00094327 0.00105284 0.000463736 0.000551549 0.000606442 0.000525845 0.000872242 0.000819992 0.000937134 0.00108564 0.00107903 0.000889406 0.000314621 0.000572824 0.000952912 0.00103173 4.44168e-05 0.00101955
internal_weight=0 673 599 2448 427 2351 123 1912 439 97 172 1833 189 1644 304 128 107 79 135 110 413 828 807 89 123 69 386 74 49 816
internal_count=3121 673 599 2448 427 2351 123 1912 439 97 172 1833 189 1644 304 128 107 79 135 110 413 828 807 89 123 69 386 74 49 816
is_linear=0
shrinkage=0.00196078


Tree=4279
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 4 0 2 42 2 1 150 16 150 12 4 47 157 43 3 2 475 1 1 0 4 4 34
split_gain=42.4976 5.12261 4.79827 3.68777 2.77762 2.38587 1.45515 1.21037 1.171 1.19115 0.979302 0.908062 0.804956 0.672691 0.661481 0.645962 0.583649 0.537117 0.477541 0.39663 0.378962 0.482559 0.334113 0.324307 0.311874 0.283913 0.266555 0.490124 0.258269 0.255338
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.10045500000000002 0.088725000000000012 0.076175000000000007 0.40473500000000007 -0.13027499999999997 0.14122000000000004 -0.0060199999999999993 0.17025000000000004 0.086920000000000011 0.084120000000000014 -0.087989999999999985 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.12171500000000002 -0.069619999999999987 -0.025214999999999998 0.30112000000000005 -1.0000000180025095e-35 -0.066784999999999983 0.15964000000000003 0.093575000000000019 -0.22491999999999998 0.50644500000000015 -0.036839999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 5 6 20 12 -7 15 23 -4 18 16 22 -15 -6 17 -1 29 -18 -3 26 -14 -10 -13 -12 -22 -28 -2 -5
right_child=1 3 10 11 8 7 -8 -9 9 -11 25 24 13 14 -16 -17 19 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014859695199713543 0.0012147004274680373 0.00037816746780177155 0.0010601297233406447 8.9302498140275807e-05 0.00089664221431996381 0.00096255328954028357 0.0014040815392340718 0.00050598339056479947 0.0011649683126460034 0.00068664542180212095 0.00079139354410489985 0.00011793007984380025 0.00090553418062731665 0.00061551508816336503 0.0010253866727360124 0.00047302227554952392 0.00081338126650627913 0.0011692044771633306 0.00057357299140716248 0.0010982755813594485 0.00045423636979916515 0.00036891963726512451 0.0011058516891174067 0.0010159838945351973 -0.00019817314448529013 0.0005346682336822454 0.00080629904570978005 0.00045021615814471588 0.00093647020552164453 0.00030758259518286462
leaf_weight=21 29 117 22 28 31 69 77 33 68 40 22 30 35 24 41 25 20 1030 21 310 29 48 375 323 20 67 42 23 23 78
leaf_count=21 29 117 22 28 31 69 77 33 68 40 22 30 35 24 41 25 20 1030 21 310 29 48 375 323 20 67 42 23 23 78
internal_value=0 0.00050396 0.00108833 0.000447158 0.00110661 0.00056083 0.00113996 0.000814839 0.000974267 0.00100892 0.000689696 0.000215319 0.001129 0.00105937 0.000874049 0.000707526 0.00115295 0.00117553 0.000303441 0.00108101 0.000460796 0.000528877 0.00108875 0.00104189 -8.51121e-06 0.000598128 0.000610557 0.0006803 0.00109164 0.000249924
internal_weight=0 590 2531 538 2420 361 1933 102 487 431 111 177 1856 475 65 56 1381 1051 127 330 259 142 410 391 50 89 94 65 52 106
internal_count=3121 590 2531 538 2420 361 1933 102 487 431 111 177 1856 475 65 56 1381 1051 127 330 259 142 410 391 50 89 94 65 52 106
is_linear=0
shrinkage=0.00196078


Tree=4280
num_leaves=31
num_cat=0
split_feature=1 123 44 2 1 15 400 0 148 1213 1212 1213 4 1447 1446 4 0 15 12 130 130 1204 42 3 483 1209 403 42 13 3
split_gain=0.370789 0.118454 0.087544 0.073869 0.071872 0.0707915 0.0703626 0.0714348 0.0594257 0.060937 0.0957858 0.073577 0.0701401 0.0924135 0.187109 0.0738262 0.202406 0.0753232 0.123445 0.0940375 0.129114 0.0865009 0.0849466 0.0649457 0.0681446 0.0662748 0.0892077 0.0726395 0.0720709 0.0619991
threshold=0.12000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.092120000000000021 0.16773500000000005 -0.24436499999999997 -0.070649999999999991 -0.23194499999999998 0.069020000000000012 0.39818500000000007 0.11387000000000001 0.0036000000000000003 -0.084369999999999987 -0.085804999999999979 0.083715000000000026 -0.39518999999999993 -0.067624999999999977 0.084050000000000014 0.083815000000000014 0.087820000000000023 -1.0000000180025095e-35 -0.08483499999999998 -0.089234999999999995 0.092670000000000016 -1.0000000180025095e-35 0.087170000000000011 -0.083124999999999991 0.11387000000000001 -0.049279999999999997 -0.087319999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -2 -3 -5 -8 9 10 12 -12 13 -1 15 -15 17 21 -19 20 -20 -17 -22 24 -14 27 28 29 -27 -26
right_child=4 5 -4 6 -6 -7 7 -9 -10 -11 11 -13 23 14 -16 16 -18 18 19 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0005944729573093355 0.0023571590125415522 -0.0021124951327995706 0.010848141116730404 0.00041456766262212217 -0.0034359143803948944 0.0037508361693471674 0.00086066323236968275 0.005235113501432619 0.011408651499077679 0.01054881794433251 0.0052061639105280243 -0.0032688092999160292 0.0080368724002593522 0.011699159162375948 0.015575018104303768 0.0043656455748714504 -0.0030438740382946676 -0.0011093519140212308 0.0049682085469905891 0.0025710182900011945 0.0082684989145491283 0.01212524593643406 0.015376845159535781 0.00021842590490864081 0.0038885025313384739 0.0020329741083762866 0.014116750638931991 0.00064142746286410281 0.01022314945363351 0.0058346901655764579
leaf_weight=20 311 24 32 34 23 145 39 872 20 28 21 20 113 29 27 20 21 21 62 37 40 51 29 22 209 22 20 33 21 755
leaf_count=20 311 24 32 34 23 145 39 872 20 28 21 20 113 29 27 20 21 21 62 37 40 51 29 22 209 22 20 33 21 755
internal_value=0 0.00548413 0.00564977 0.00558544 0.00195823 0.00291817 0.00488114 0.00504784 0.00599102 0.00592418 0.00584289 0.00107203 0.00596893 0.00719887 0.00759083 0.00689543 0.00639967 0.00716242 0.0061192 0.00702277 0.00828013 0.00993944 0.0112561 0.00560148 0.00570245 0.00545359 0.00859915 0.00525482 0.00603283 0.00541275
internal_weight=0 2787 2618 2586 334 169 945 911 1641 1621 1593 41 1552 357 337 310 281 260 189 168 131 71 69 1195 1173 1060 63 997 43 964
internal_count=3121 2787 2618 2586 334 169 945 911 1641 1621 1593 41 1552 357 337 310 281 260 189 168 131 71 69 1195 1173 1060 63 997 43 964
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 4 0 49 1 12 4 47 4 4 475 3 13 2 1 4 157 4 0
split_gain=55.5369 9.06012 5.71504 4.78893 3.2209 2.73574 1.60896 1.55429 1.38372 1.34817 1.30022 1.05487 0.942653 0.800559 1.08577 0.802011 0.727577 0.576696 0.508722 0.470478 0.409788 0.338787 0.320444 0.294333 0.283761 0.238202 0.235539 0.23183 0.219235 0.217854
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.14838000000000004 0.27834500000000006 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.090455000000000021 -0.52556499999999995 0.090100000000000013 0.27287000000000006 0.033845000000000007 -0.07550999999999998 -0.13927999999999999 -1.0000000180025095e-35 0.087995000000000004 0.16175000000000003 0.0082450000000000006 -0.08107499999999998 -0.036839999999999991 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 13 11 -6 -5 19 12 -4 14 15 -1 17 -15 29 21 27 -7 -19 -14 -17 -13 -24 -18 -2 -3
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 25 23 16 -16 24 20 22 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011849467250423717 0.001256820116557327 0.00059231914815859564 0.00054212906168500294 0.0010593101597093518 0.0010713811121208171 0.0012394508203260259 0.001502414199574567 0.00063941478299572125 0.00056912580200659685 0.00057482670805942518 0.00072280713305810837 7.4600425342760495e-05 0.0001409025337050483 0.0015826162988064334 0.0013705262783862628 0.00096307121036786931 0.00098271660520006195 0.0010176233877408026 0.0007252314768231347 0.00081509400511641644 0.00096346193961068698 0.0010800813466674897 0.0012582721088392039 0.00037493440197454729 0.00070581607356229249 -0.00016653576777094886 0.0011229193099348792 0.0011883609322369047 0.0010288329149772918 0.00042804269755876195
leaf_weight=42 50 39 41 34 71 60 76 34 30 63 41 63 88 20 35 34 22 23 33 23 36 353 1000 27 32 21 52 502 24 152
leaf_count=42 50 39 41 34 71 60 76 34 30 63 41 63 88 20 35 34 22 23 33 23 36 353 1000 27 32 21 52 502 24 152
internal_value=0 0.000535606 0.000455643 0.0011716 0.0006315 0.00118922 0.00122296 0.000247053 0.000922196 0.000744646 0.00105664 0.000191469 0.000286859 0.00121115 0.0010704 0.000973132 0.00122331 0.00125271 0.000500427 0.00108803 0.00116582 0.00110323 0.00124658 0.000195849 0.000838341 1.43164e-05 0.00125158 0.00117973 0.00118288 0.000461586
internal_weight=0 673 599 2448 325 2351 1874 274 101 97 477 240 156 1798 143 108 1655 1095 224 436 560 413 1075 115 66 84 1052 524 74 191
internal_count=3121 673 599 2448 325 2351 1874 274 101 97 477 240 156 1798 143 108 1655 1095 224 436 560 413 1075 115 66 84 1052 524 74 191
is_linear=0
shrinkage=0.00196078


Tree=4282
num_leaves=31
num_cat=0
split_feature=1 4 2 2 16 42 13 14 41 13 39 39 0 0 8 97 4 43 16 14 12 48 3 44 39 481 2 0 4 43
split_gain=0.439681 0.139579 0.120629 0.16267 0.106265 0.0911386 0.100201 0.090364 0.0824373 0.106002 0.427955 0.123385 0.0717314 0.0675537 0.0616573 0.101934 0.0597528 0.117055 0.0975745 0.0573614 0.0650061 0.0618646 0.0870134 0.0640887 0.0691114 0.061168 0.0595683 0.0587378 0.195887 0.0789419
threshold=0.10124500000000002 -0.39518999999999993 0.10276500000000001 -1.0000000180025095e-35 -0.50339499999999993 -0.019989999999999997 -0.010739999999999998 -0.10708499999999999 0.082735000000000017 -0.39067499999999994 0.084780000000000008 0.096625000000000016 -0.13027499999999997 0.22582000000000002 1.0000000180025095e-35 -0.082154999999999992 0.024790000000000003 -1.0000000180025095e-35 -0.42170999999999997 0.062655000000000016 0.086095000000000019 0.10168500000000001 -0.066704999999999987 1.0000000180025095e-35 -0.046074999999999991 -1.0000000180025095e-35 -0.090999999999999984 -0.13027499999999997 0.0033150000000000007 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 -3 -4 8 -8 9 12 -11 -12 -7 19 15 -6 17 -9 -18 21 25 23 -23 24 -1 -21 -26 28 -28 -30
right_child=1 2 5 -5 14 6 7 16 -10 10 11 -13 -14 -15 -16 -17 18 -19 -20 20 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0011091133648598636 0.0073795040944764304 0.0070827414087640747 -0.0030849712164074715 0.0065801281743286966 0.0033033164256873228 -4.6259518888480264e-05 0.0092797976120242067 0.0013174747743715462 0.0059288467192177285 -0.014936338923871518 0.0049163551167293916 -0.0041531754424795507 0.0056041288840321781 0.0003310521272942424 0.003250845913897224 -0.0051102182051787773 0.0033101038294703223 0.011228495829908008 -0.0046630550781264898 0.0064654148804644748 0.005136849183702108 0.0052722322145723156 -0.0014215652588754893 0.01182349960319698 0.00076999273092951629 0.013292139827140739 -0.00033755376232120224 0.0063782752370523492 0.0038523895777357016 0.01163933772283296
leaf_weight=27 78 30 35 162 24 53 28 26 27 21 40 24 39 20 42 36 66 22 20 21 33 87 25 20 20 35 53 1954 23 30
leaf_count=27 78 30 35 162 24 53 28 26 27 21 40 24 39 20 42 36 66 22 20 21 33 87 25 20 20 35 53 1954 23 30
internal_value=0 0.00336839 0.00291822 0.00445684 0.00185098 0.00179015 0.00225635 0.00411309 0.000781878 -3.2534e-06 -0.00254924 0.00151528 0.00234901 0.00611803 0.000312228 -0.0017448 0.00303349 0.00586003 0.00145588 0.00616775 0.00865747 0.00606878 0.00377808 0.0061894 0.00613592 0.0107321 0.00620118 0.00625391 0.00396127 0.0082601
internal_weight=0 773 695 294 132 401 366 162 204 177 85 64 92 2348 102 60 134 48 86 2328 89 2239 112 2127 2107 56 2080 2060 106 53
internal_count=3121 773 695 294 132 401 366 162 204 177 85 64 92 2348 102 60 134 48 86 2328 89 2239 112 2127 2107 56 2080 2060 106 53
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 2 4 14 1 2 2 0 49 12 475 15 4 4 0 15 2 0 4 10 4 12 376 2 34
split_gain=52.9755 6.1455 5.42644 4.40127 3.09866 2.2291 2.19437 2.04196 1.50581 1.42485 1.07056 0.692214 0.635705 0.835199 0.646658 0.504429 0.465229 0.618085 0.42125 0.453472 0.418146 0.412823 0.389064 0.388912 0.374333 0.372663 0.891046 0.357195 0.549371 0.464535
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13082500000000002 0.10045500000000002 0.40124500000000002 0.076975000000000002 0.09253500000000002 0.14960000000000004 0.17025000000000004 -0.11173999999999999 0.082865000000000008 0.09141500000000001 -0.066784999999999983 0.079055000000000014 0.061775000000000004 -0.52556499999999995 -0.07929499999999999 0.079055000000000014 0.14019000000000004 -0.13027499999999997 -0.036839999999999991 -0.38851999999999992 -0.27825499999999997 0.084735000000000019 0.083785000000000012 0.10803500000000001 -0.079379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 6 11 8 23 12 -4 15 -3 13 16 18 -8 17 -1 -14 -20 -16 27 -17 -5 -13 -21 -27 28 29 -2
right_child=1 5 9 7 -6 -7 10 -9 -10 -11 -12 24 14 -15 20 22 -18 -19 19 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00082708809802606081 0.00057944273410129245 0.00026000275301487903 0.0010900914728117306 0.0012781833079369628 0.00068941886518515791 0.00070971123022637618 0.0012645521163596688 0.00053851565105958986 0.0015101304969756431 0.00060815411990521235 0.00069988451597490094 0.00014187104162611381 0.0015245862781544171 0.0013730246591947826 0.0011076921778993842 0.00085845067171009474 0.0012486736284069765 0.001214966641443511 0.0012703829753352319 0.0013042916996749265 0.0012228624672486039 0.00029904716852813094 0.0010991326376150218 0.0010183883365243672 -0.00019991414724399273 0.00072470930075389437 0.001184473372738653 0.00037035625407091379 0.000519380975781233 0.00098715378345450326
leaf_weight=56 22 141 34 32 45 38 68 33 75 77 26 28 23 32 197 28 24 22 1044 41 315 29 332 72 22 21 71 35 117 21
leaf_count=56 22 141 34 32 45 38 68 33 75 77 26 28 23 32 197 28 24 22 1044 41 315 29 332 72 22 21 71 35 117 21
internal_value=0 0.000527256 0.0011797 0.000686641 0.00119914 0.000275999 0.0012088 0.000963481 0.00123777 0.000755775 0.0010862 0.00018971 0.00122671 0.00109665 0.00123689 0.00110967 0.00100994 0.00093649 0.00126178 0.00125665 0.00117855 0.000517323 0.00108041 0.00109833 -8.51444e-06 0.00114882 0.00107953 0.000549785 0.000589035 0.000778557
internal_weight=0 590 2531 361 2420 229 2375 137 1921 111 454 191 1846 134 1712 428 102 78 1200 1177 512 224 360 104 50 133 92 195 160 43
internal_count=3121 590 2531 361 2420 229 2375 137 1921 111 454 191 1846 134 1712 428 102 78 1200 1177 512 224 360 104 50 133 92 195 160 43
is_linear=0
shrinkage=0.00196078


Tree=4284
num_leaves=31
num_cat=0
split_feature=1 2 12 9 12 1 3 3 14 40 16 2 15 52 39 13 43 0 13 1213 402 52 13 42 3 128 132 12 43 399
split_gain=0.507583 0.142233 0.134471 0.0820604 0.0698343 0.118792 0.0634154 0.115629 0.0742106 0.104435 0.102371 0.0619732 0.0578691 0.0910617 0.057478 0.0634139 0.0898834 0.0855927 0.0826318 0.116053 0.220744 0.066781 0.0940679 0.0971134 0.0720992 0.0649619 0.0738654 0.119597 0.0974103 0.0804033
threshold=0.10124500000000002 0.13622000000000004 1.0000000180025095e-35 0.092235000000000011 -0.42850999999999995 0.15799000000000005 0.088060000000000013 0.11658 -0.46166999999999997 -0.0036699999999999992 -0.082779999999999979 0.15109000000000003 -0.42198999999999992 -0.012164999999999999 0.10076500000000001 0.17001000000000002 -0.52440999999999993 -0.078704999999999983 0.038215000000000006 -0.060974999999999994 0.073745000000000019 0.10347000000000002 0.10935500000000002 -0.064119999999999996 -0.15713499999999997 0.079650000000000012 -0.13852999999999996 0.11734000000000001 0.28064000000000006 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 6 -4 -3 -6 8 -8 -2 12 -11 14 -10 -14 15 18 -17 -18 25 -20 21 22 23 -21 -25 26 29 28 -28 -1
right_child=1 4 3 -5 5 -7 7 -9 9 10 -12 -13 13 -15 -16 16 17 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.014994757143514498 0.0072648462289097637 0.0066015573963522914 0.0066057785854837653 7.069173221853341e-05 0.0013783809451902978 -0.0068719013594090942 0.0091402131982613356 0.0028982683154754343 -0.0011227272436891715 0.0016170454910025001 -0.0068705046911620438 0.0010717470509310565 0.0019918698748787405 0.0090595335090676177 0.0021797801255403707 0.014857983642390797 0.0051723656916709722 0.012089777986208599 0.010250417095737468 0.0036887162003519111 -0.0064466356363845987 -0.00023014480380383745 0.00076484575401991606 0.0071162136569101787 0.015037895217537881 0.0087124751872420508 0.0065847206200804311 -0.00061768890979389357 0.00083819008742769567 0.00698078025372759
leaf_weight=21 22 20 226 21 137 20 40 115 28 30 27 21 61 26 30 21 53 27 29 38 20 22 28 27 20 143 1763 24 30 31
leaf_count=21 22 20 226 21 137 20 40 115 28 30 27 21 61 26 30 21 53 27 29 38 20 22 28 27 20 143 1763 24 30 31
internal_value=0 0.00352546 0.00426468 0.00605016 0.00103634 0.00032739 0.00300103 0.00450909 0.00179613 0.00109665 -0.00240337 0.00647981 0.00283144 0.00410405 0.00652861 0.00658541 0.00903542 0.00750699 0.00647273 0.00444429 0.00335798 0.00481051 0.00579188 0.00744785 0.0104871 0.00665823 0.00650106 0.00639471 0.00648857 0.0102172
internal_weight=0 773 596 247 177 157 349 155 194 172 57 2348 115 87 2327 2297 101 80 2196 184 155 135 113 85 47 2012 1869 1817 1793 52
internal_count=3121 773 596 247 177 157 349 155 194 172 57 2348 115 87 2327 2297 101 80 2196 184 155 135 113 85 47 2012 1869 1817 1793 52
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 14 2 2 42 2 4 1 0 1 47 52 52 49 4 124 1 52 4 0 3 0 1 43 12
split_gain=55.3111 9.33015 4.75117 4.67935 3.46902 2.82682 2.10542 1.92761 1.85543 1.57405 1.4615 1.27614 0.914767 0.881686 1.17197 0.863501 0.730364 0.678984 0.676788 0.649663 0.589906 0.562965 0.527012 0.525834 0.751769 0.501286 0.495554 0.443864 0.412724 0.38726
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0060199999999999993 0.14960000000000004 -0.35136499999999998 0.12408500000000001 -0.10096999999999999 0.085345000000000018 0.078875000000000015 -0.52606999999999993 -0.56176499999999996 -0.054984999999999992 0.0061450000000000003 -0.081214999999999982 0.16175000000000003 -0.067494999999999986 -0.52556499999999995 -0.079119999999999982 -0.12711499999999995 -0.14723999999999998 0.13075500000000004 -0.080324999999999994 0.084225000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 7 6 13 20 -9 -5 17 -10 -13 14 26 22 -2 -7 -18 23 -3 -6 -16 -15 -25 -26 -1 -4 -11 -28
right_child=1 4 27 9 21 10 -8 8 11 28 -12 12 -14 19 15 -17 18 -19 -20 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.0016643980007847226 0.0015135692758243434 0.00063278780845186979 0.00082614999761423545 0.0014535940585926892 0.00037846724823321687 0.0016172534653118679 0.0017834513551042643 0.0012639748154122845 0.0012062806945666322 0.00095846348700403172 0.00084305331279519455 0.00077961617867889114 0.00048991135052991542 0.0017377058314342125 0.0011838305556126848 0.0014494873576965071 0.00091773136842617376 0.0013006625930740839 0.0013060604287859273 0.0013110439436794445 0.00032695189026698738 1.6283826862507954e-05 0.00078089770851839403 0.0015011731130537866 0.001177368069730219 0.0014233547942020628 0.0011574908163246062 0.00051137972265494127 0.00064461674736021395 0.0014553980189060426
leaf_weight=31 49 49 61 22 77 28 79 30 21 49 26 151 58 30 26 23 22 373 80 92 48 21 24 1129 35 354 23 24 24 62
leaf_count=31 49 49 61 22 77 28 79 30 21 49 26 151 58 30 26 23 22 373 80 92 48 21 24 1129 35 354 23 24 24 62
internal_value=0 0.000791723 0.00110809 0.00142042 0.000627631 0.00143777 0.00147005 0.000717334 0.000805339 0.000993838 0.00129356 0.000745517 0.00069922 0.00145651 0.0013297 0.00113506 0.00131682 0.00132277 0.0012223 0.00147113 0.000481446 0.000300857 0.000990423 0.00148064 0.00147556 0.00140122 0.00145218 0.000737274 0.000855281 0.00137479
internal_weight=0 691 236 2430 455 2335 1908 357 260 95 427 230 209 1829 189 73 151 401 102 1640 97 98 50 1548 1518 389 116 85 73 85
internal_count=3121 691 236 2430 455 2335 1908 357 260 95 427 230 209 1829 189 73 151 401 102 1640 97 98 50 1548 1518 389 116 85 73 85
is_linear=0
shrinkage=0.00196078


Tree=4286
num_leaves=31
num_cat=0
split_feature=1 4 16 157 2 0 43 2 43 4 12 4 43 2 43 50 3 4 4 1456 16 2 0 3 3 0 49 0 16 0
split_gain=0.57776 0.196229 0.14317 0.156962 0.0931313 0.0864252 0.109644 0.240584 0.159549 0.144444 0.0889452 0.177014 0.116508 0.105558 0.0981336 0.0862608 0.0849316 0.0875149 0.0833394 0.079822 0.0871116 0.0736484 0.150905 0.0719475 0.0951332 0.0833251 0.0737711 0.0681835 0.0755932 0.0598831
threshold=0.096325000000000008 0.27287000000000006 0.40020000000000006 -0.095909999999999981 0.25063000000000007 -0.072269999999999987 -0.082389999999999977 0.087245000000000003 -0.095589999999999994 -0.52556499999999995 0.093965000000000007 -0.078629999999999992 -0.0030899999999999994 0.11870500000000002 0.016310000000000002 -0.13200999999999999 0.092670000000000016 0.0033150000000000007 -0.081374999999999989 -0.033364999999999992 -0.089669999999999986 0.097070000000000004 -0.026509999999999995 -0.087909999999999988 -0.03694999999999999 -0.064754999999999993 -0.087004999999999985 -0.14832499999999996 -0.016164999999999995 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 16 7 -7 21 -8 14 -12 15 -14 18 -13 27 -18 -11 -5 -21 -9 -23 -22 25 -25 -26 28 -1 -29
right_child=1 4 -4 19 -6 6 9 8 -10 10 11 12 13 -15 -16 -17 17 -19 -20 20 23 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.0084012364612871347 -0.0041635549494198395 0.0026027328111042675 0.007924063915723107 0.0095802238541505044 -0.0038655202253721657 -0.0067571167089045051 0.01481609821563498 0.012087284645531327 -0.0017031621970236303 0.0075426571352301911 -0.0020700531106652514 0.0038164553137242118 -0.00064238065199734762 0.007237530587350622 0.0035767575398494957 0.011308005617191906 -0.0016194723413458893 0.0072201144493495425 0.013830397546158306 0.0068456455518505974 -0.0021381756555373696 0.009905398700145944 -0.00092381626494567504 0.0046586669743695162 0.0070664212775106237 0.012235432045002069 0.0015985460613566122 0.0031752773724934634 0.014358684001490474 0.0074161886859029002
leaf_weight=89 21 307 144 31 24 20 21 24 25 53 31 22 34 34 32 51 21 24 35 97 22 31 22 47 30 21 139 34 28 1607
leaf_count=89 21 307 144 31 24 20 21 24 25 53 31 22 34 34 32 51 21 24 35 97 22 31 22 47 30 21 139 34 28 1607
internal_value=0 0.00405885 0.00521322 0.00425645 0.00213374 0.00707957 0.00581441 0.00327145 0.00523784 0.0068056 0.0062295 0.00477171 0.00627592 0.00329757 0.00831901 0.00905028 0.0073848 0.00309497 0.0100435 0.00471335 0.00428955 0.00749141 0.00541025 0.00333225 0.00384005 0.00699855 0.00256917 0.00749461 0.00982695 0.00732832
internal_weight=0 883 552 408 331 2238 435 122 102 313 292 172 141 68 120 73 1803 45 88 387 356 77 53 259 237 68 169 1758 117 1641
internal_count=3121 883 552 408 331 2238 435 122 102 313 292 172 141 68 120 73 1803 45 88 387 356 77 53 259 237 68 169 1758 117 1641
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 4 2 1 14 1 4 1 0 15 1 43 43 47 12 4 151 151 1447 3 1 12 4
split_gain=27.6844 4.47519 2.62712 2.52557 1.55765 1.4239 0.95615 0.82527 0.748853 0.715445 0.670403 0.652898 0.410388 0.409591 0.751869 0.400431 0.849384 0.315911 0.254986 0.279863 0.243451 0.226259 0.236621 0.218219 0.203692 0.20292 0.199935 0.268738 0.190042 0.187026
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.090425000000000019 0.14122000000000004 0.40473500000000007 0.27287000000000006 0.14285500000000004 0.077845000000000011 0.062655000000000016 0.15964000000000003 -0.013514999999999998 0.086455000000000018 -0.10474999999999998 -0.12255999999999999 0.090540000000000023 0.064745000000000011 0.12266000000000001 0.090100000000000013 0.090285000000000018 0.04735000000000001 -0.0083949999999999979 -0.088784999999999989 -0.082869999999999985 0.088060000000000013 0.083345000000000016 -1.0000000180025095e-35 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 11 13 29 9 28 -5 15 -10 18 21 16 -1 -17 25 -20 24 22 -15 -16 -3 -7 27 -18 -4 -6
right_child=1 2 8 10 7 6 -8 -9 12 -11 -12 -13 -14 14 23 17 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012175715899740169 0.00098328864772806966 0.00063180467661689307 0.00046481112508898808 0.00092060389284159296 0.0010525393446642215 0.0011827501691464978 0.00063808376436303924 0.00052466427767148584 0.0003015247296461328 0.00027294373053596049 0.00055932444908005042 0.0012321493745929737 4.6008307312976028e-05 0.0010921219196356625 0.00050845319121714289 0.0010448049406872055 0.0010282790683119459 0.00096405135968943433 0.00072423931842549843 0.00096997659744358668 0.0006616326169604995 0.00088700675098441286 0.00092480515523784971 0.00079112423602995972 0.0004540852431053102 0.00099289283898188895 0.00063559922676885395 0.0007348497792770591 0.00069063167513238363 0.00083955473874175338
leaf_weight=24 76 29 23 28 23 23 41 31 145 42 67 59 29 53 21 1059 21 226 28 49 33 209 84 21 171 367 22 28 38 51
leaf_count=24 76 29 23 28 23 23 41 31 145 42 67 59 29 53 21 1059 21 226 28 49 33 209 84 21 171 367 22 28 38 51
internal_value=0 0.000534412 0.000478941 0.000979199 0.000594956 0.000991949 0.000930587 0.000793241 0.000337378 0.000469886 0.000665807 0.00103016 0.000258939 0.000944613 0.00089753 0.00102152 0.00089868 0.0010306 0.000983731 0.000880618 0.0005056 0.000927603 0.000989534 0.000649789 0.000479855 0.00100409 0.000790885 0.000860605 0.000605486 0.000905753
internal_weight=0 691 615 2430 338 2335 896 105 277 103 95 1439 174 855 388 1380 95 1285 467 77 233 346 137 42 200 390 71 49 61 74
internal_count=3121 691 615 2430 338 2335 896 105 277 103 95 1439 174 855 388 1380 95 1285 467 77 233 346 137 42 200 390 71 49 61 74
is_linear=0
shrinkage=0.00196078


Tree=4288
num_leaves=31
num_cat=0
split_feature=1 3 1 12 4 0 157 13 403 47 457 403 48 1456 1 51 484 0 43 2 2 1 1208 150 2 52 0 0 49 16
split_gain=0.584694 0.115971 0.108731 0.0929536 0.085316 0.112883 0.0966504 0.0844774 0.0779778 0.0790426 0.0958975 0.0787358 0.0877001 0.0779011 0.0905827 0.0749523 0.0713546 0.0893386 0.0882735 0.0925038 0.071002 0.141206 0.132661 0.108146 0.10268 0.0818412 0.0899515 0.24679 0.0732008 0.0676109
threshold=0.11146500000000002 0.31534000000000006 0.090540000000000023 -0.010834999999999999 -0.010655 -0.033209999999999996 -0.0031149999999999993 -0.47860499999999995 -0.52336499999999997 0.098400000000000015 0.049680000000000009 -0.072624999999999981 0.090885000000000007 -1.0000000180025095e-35 0.09253500000000002 -0.40274499999999996 -0.070054999999999992 -0.10474999999999998 -0.04890499999999999 0.11362000000000001 0.089005000000000015 0.088485000000000022 1.0000000180025095e-35 0.083095000000000016 0.093840000000000021 0.40674500000000008 -0.055064999999999996 -0.076579999999999995 -0.10774499999999999 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 20 -4 5 6 -2 -3 -5 10 11 -10 13 -13 -15 -6 -17 18 -18 -20 22 23 25 28 -25 26 27 -1 -22 -12
right_child=1 7 3 8 15 -7 -8 -9 9 -11 29 12 -14 14 -16 16 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0078238990342569033 0.0041046130994800483 0.002276551099826715 0.0032171130861267253 0.00051711175421422179 0.0075977105976027595 0.0013774790701323323 0.012252785363297507 -0.0041018859432149458 0.012804795055126307 0.0029837597053902192 0.0066780022983760415 0.01141562395496294 0.012722363712748997 0.0018107242858968677 0.0069895251782306298 -0.0025864539842586965 0.00033741536550223826 0.0017366303724702448 0.01264983659440821 0.0049361662882081471 0.00093911080013798641 -0.001501678113293435 0.01485261387514094 0.0078603910007633473 0.016533549056787576 0.0024737267506619296 0.012754866570966054 -0.0033989424584433439 0.0066578629627418746 -0.000211182387959395
leaf_weight=965 24 56 120 22 34 28 37 33 28 53 29 32 27 40 217 24 25 175 22 53 23 21 26 39 21 30 35 20 834 28
leaf_count=965 24 56 120 22 34 28 37 33 28 53 29 32 27 40 217 24 25 175 22 53 23 21 26 39 21 30 35 20 834 28
internal_value=0 0.00319191 0.00689087 0.00570438 0.00388374 0.00663408 0.00904695 -8.84874e-05 0.00633143 0.00661318 0.00709288 0.00772237 0.00727202 0.00676282 0.00618349 0.00314867 0.00264276 0.00309912 0.00548349 0.00719884 0.00724199 0.00660606 0.00779636 0.00679173 0.010896 0.00762163 0.00777304 0.00759602 0.00650438 0.00329384
internal_weight=0 511 2610 596 422 89 61 89 476 454 401 344 316 289 257 333 299 275 100 75 2014 938 1076 917 60 1050 1020 985 857 57
internal_count=3121 511 2610 596 422 89 61 89 476 454 401 344 316 289 257 333 299 275 100 75 2014 938 1076 917 60 1050 1020 985 857 57
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=31
num_cat=0
split_feature=1 3 0 9 14 2 2 12 13 51 51 12 402 1 150 43 1446 42 51 1213 1211 1212 1213 0 483 0 0 3 50 50
split_gain=0.476544 0.133368 0.123829 0.0731756 0.0694649 0.074236 0.0652397 0.0636566 0.0992047 0.0629813 0.125993 0.111153 0.0841333 0.0723881 0.0827836 0.0713686 0.0703777 0.0794405 0.0966837 0.0737209 0.0666071 0.114236 0.0932689 0.117313 0.0736051 0.0766081 0.176207 0.155659 0.0767894 0.138631
threshold=0.10337500000000001 -0.077354999999999993 0.089620000000000019 0.099965000000000012 0.062655000000000016 -0.13033999999999998 0.092120000000000021 -0.12529499999999996 -0.49353499999999995 1.0000000180025095e-35 0.086310000000000012 0.092755000000000018 0.033490000000000006 0.081670000000000006 0.084925000000000014 -0.072534999999999988 0.11018500000000002 0.084535000000000013 -0.086719999999999978 -0.41627499999999995 0.11789500000000001 0.11534000000000001 0.027540000000000002 -0.086234999999999992 -1.0000000180025095e-35 -0.071719999999999992 -0.077084999999999987 -0.082974999999999979 0.10022000000000002 0.083640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 -1 9 8 -3 16 -11 12 13 15 -15 -12 17 19 -19 -7 21 22 24 -24 -20 26 28 -27 29 -26
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 18 20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.00044547216860916128 0.0055017166421199573 0.0024507543770596386 -0.0048235226803543894 -0.0027872046762654049 0.0090736901299279769 0.013240704729899086 0.0055465638117422281 0.0027023153538794117 0.011314314970766882 -0.0013886406888357469 0.0067753546202603057 -0.00091563852736726398 0.013058479614555835 0.013714820696484477 0.0049370280572805895 0.00022482155212040606 0.012649531557135994 0.00095262720068502768 0.010088628414699711 0.0073581104453130349 0.011964687530416997 -0.0013293179415632041 0.014233149125357159 0.0057972518754575188 0.0054131428030260156 0.0025226133747491986 -0.0036658083639022985 0.014073473341496929 0.00079795703922788935 0.013161873973906042
leaf_weight=22 212 28 22 22 89 22 790 411 23 27 39 20 20 21 22 29 21 36 38 673 20 20 32 34 302 20 22 28 31 25
leaf_count=22 212 28 22 22 89 22 790 411 23 27 39 20 20 21 22 29 21 36 38 673 20 20 32 34 302 20 22 28 31 25
internal_value=0 0.00339614 0.00251396 0.00284749 0.00633216 0.00622672 0.00628221 0.00311581 0.00644805 0.00666914 0.00490308 0.00602809 0.0070882 0.00601247 0.00922386 0.00398174 0.00690657 0.00681401 0.0059792 0.00754432 0.00629555 0.00609015 0.00636908 0.00988738 0.00587078 0.0054963 0.0050208 0.00926062 0.00555462 0.00600555
internal_weight=0 718 506 484 2403 2314 2292 462 51 1502 178 151 131 111 43 68 1324 1303 608 695 572 552 532 66 466 428 380 48 358 327
internal_count=3121 718 506 484 2403 2314 2292 462 51 1502 178 151 131 111 43 68 1324 1303 608 695 572 552 532 66 466 428 380 48 358 327
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=31
num_cat=0
split_feature=1 2 30 33 48 123 1 483 4 147 16 149 34 475 157 157 157 1373 1373 0 12 52 12 1208 1210 403 4 157 40 41
split_gain=0.406778 0.120813 0.0778834 0.0990645 0.0766503 0.0842648 0.0709051 0.0666957 0.0631593 0.0592308 0.0713769 0.0566822 0.0820346 0.0543903 0.0900718 0.0779664 0.103703 0.0952343 0.23309 0.0615581 0.111666 0.0789862 0.118966 0.0697009 0.147273 0.0673571 0.0828215 0.056845 0.0526056 0.057208
threshold=0.12000500000000001 0.10188000000000001 0.086065000000000016 0.083840000000000012 0.13438000000000003 0.085740000000000011 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.089365000000000014 -0.0057949999999999989 1.0000000180025095e-35 -0.05547499999999999 0.068270000000000011 -0.097649999999999987 -0.089089999999999989 -0.087424999999999989 0.075690000000000021 0.087970000000000007 -0.076234999999999983 -1.0000000180025095e-35 0.10744000000000002 0.096475000000000019 0.099975000000000008 -0.080859999999999974 -0.072624999999999981 -0.10429499999999998 -0.39968999999999993 -0.081369999999999984 0.088180000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -3 7 8 -2 11 -11 12 -1 14 27 -16 -17 19 -19 28 -21 23 -23 24 -22 -26 -27 -14 -18 -30
right_child=6 4 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 16 17 18 -20 20 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00052120355423539882 0.0052500989691664779 0.0048504217564898887 0.00070197026662785435 0.012307836060062983 -0.0018033342517446726 0.00081849079252335061 -0.0035645174692668351 0.007775445939041674 0.0011754377218206108 -0.0021889743488281966 0.0062595135718584065 0.0099105032160878188 0.0051421931545649266 0.010373090354173824 0.011395453015127434 -0.0012807363213505596 0.010969126975925808 0.01830075562355064 0.0045642286228636903 -0.0021083691238385181 -0.002600094762497715 -0.0032282352017668579 0.0054606897110352293 0.010937904674559832 0.010054888914502855 0.0080353032404890477 0.0034636825740759825 -0.0020539376014114723 0.0061314342003703061 0.0016452813416655207
leaf_weight=20 45 572 29 24 20 57 23 20 246 20 20 35 21 27 26 20 22 21 30 23 21 26 40 25 37 67 97 23 1435 29
leaf_count=20 45 572 29 24 20 57 23 20 246 20 20 35 21 27 26 20 22 21 30 23 21 26 40 25 37 67 97 23 1435 29
internal_value=0 0.00548626 0.00584901 0.00591979 0.00429126 0.00448505 0.00179323 0.00218946 0.00180554 0.00584626 0.00203527 0.0059208 0.00585133 0.00591537 0.00585406 0.00595663 0.00588193 0.00595841 0.0102204 0.00583911 0.00461673 0.0051109 0.00203778 0.00593206 0.00536834 0.00620086 0.00533136 0.00138058 0.00611551 0.00604257
internal_weight=0 2787 2138 2109 649 629 334 311 291 2085 40 2045 2010 1990 1963 1919 1893 1873 51 1822 336 313 66 247 222 201 164 44 1486 1464
internal_count=3121 2787 2138 2109 649 629 334 311 291 2085 40 2045 2010 1990 1963 1919 1893 1873 51 1822 336 313 66 247 222 201 164 44 1486 1464
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 4 1 2 2 14 0 1 4 4 150 12 1 4 47 14 1 0 1 51 1 4 52
split_gain=67.1912 10.9677 7.08136 5.80433 3.34888 3.32543 2.1044 1.93133 1.88018 1.73021 1.70281 1.1304 0.896776 1.26493 1.21297 0.872254 0.664268 0.605274 0.604363 0.671878 0.476201 0.469068 0.495782 0.432021 0.488557 0.407591 0.384951 0.343709 0.338393 0.323952
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.099185000000000009 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.14960000000000004 -1.0000000180025095e-35 -0.10474999999999998 0.083135000000000014 0.40945500000000007 0.0061450000000000003 1.0000000180025095e-35 0.088245000000000004 0.089770000000000016 -0.036839999999999991 0.090100000000000013 -0.23083499999999998 0.076935000000000017 -0.030209999999999997 0.11669000000000002 -0.085989999999999997 0.16175000000000003 -0.0070899999999999991 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 5 4 6 21 12 11 28 -5 17 15 -1 14 -14 29 18 23 19 -15 -2 22 -3 24 -6 26 -24 -13 -7 -4
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 27 13 16 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002206536332766215 0.0018569398967552525 0.0012152675550322553 0.00080782621611956667 0.001630589871258059 0.0016671421012782559 0.0018189394463866771 0.0021267241245698882 0.0011560474327460889 0.0010462826255716001 0.0010785931058536959 0.0012384693241187796 0.00056049187539839276 0.001793780702882808 0.0018628211178804163 0.0014220493976155677 0.0006749735223673996 0.0016514875757116692 0.0013551589783305437 0.0017741737376046336 0.0015587782057819534 0.0015098510837020659 0.0012479737905682514 0.00074511488461319136 0.0018005417884230947 0.0013996510457894825 0.00074094368385414235 0.0010392970202440237 0.0002677294901327815 0.0015324506746810568 0.0011325389411930772
leaf_weight=20 55 33 21 34 277 23 76 37 31 61 41 58 67 767 68 113 103 24 750 29 21 33 20 84 29 29 118 21 51 27
leaf_count=20 55 33 21 34 277 23 76 37 31 61 41 58 67 767 68 113 103 24 750 29 21 33 20 84 29 29 118 21 51 27
internal_value=0 0.00105832 0.000971477 0.00175125 0.00177058 0.00116195 0.00180711 0.00073906 0.00145167 0.00127615 0.00161964 0.000674774 0.00179364 0.00178902 0.00160654 0.000769037 0.00180396 0.00165739 0.00181411 0.00185174 0.00176103 0.00103139 0.000995653 0.00167598 0.00164179 0.000952256 0.000996662 0.000482669 0.00162149 0.000990477
internal_weight=0 691 615 2430 2335 338 1880 277 105 95 455 240 1804 1784 135 161 1649 414 1546 796 76 233 200 390 306 167 138 79 74 48
internal_count=3121 691 615 2430 2335 338 1880 277 105 95 455 240 1804 1784 135 161 1649 414 1546 796 76 233 200 390 306 167 138 79 74 48
is_linear=0
shrinkage=0.00196078


Tree=4292
num_leaves=31
num_cat=0
split_feature=1 1 16 2 133 16 159 403 3 13 1212 2 1211 401 13 130 4 15 150 0 4 472 475 123 34 2 42 1210 133 52
split_gain=0.487112 0.141265 0.10931 0.10338 0.0853316 0.123948 0.0907533 0.0785595 0.0765646 0.0742365 0.071479 0.091121 0.0863947 0.0753228 0.0702379 0.0668765 0.0836064 0.0668242 0.0653823 0.0726515 0.0639729 0.0623614 0.0631991 0.0610727 0.0595045 0.0712498 0.0755712 0.0574442 0.0678124 0.131708
threshold=0.12000500000000001 0.091195000000000012 0.5136400000000001 0.10381000000000001 0.084655000000000022 -0.082039999999999988 0.10477000000000002 -0.071919999999999984 0.30112000000000005 -0.47860499999999995 0.13713500000000003 0.15109000000000003 0.11864500000000001 -0.23187499999999997 0.10591500000000001 -0.0060099999999999989 -0.031404999999999995 -0.12255999999999999 0.08926000000000002 -0.23091999999999999 0.53859500000000016 -0.0062899999999999996 -0.072374999999999981 0.083855000000000013 -0.038779999999999995 0.14753000000000002 0.092620000000000022 -0.42132499999999995 0.11524500000000001 -0.0080349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 6 -6 17 -7 15 20 11 12 13 -1 18 -2 -17 -3 -5 -20 -10 -4 -23 -9 -18 26 -26 -15 -29 -30
right_child=8 2 21 14 5 7 -8 23 9 -11 -12 -13 -14 27 -16 16 24 -19 19 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.011827077234144478 -0.0010570923302082285 0.012646849849261343 0.0054711743278834874 0.0046822501417373846 -0.0031798551425985667 0.0088590898578438694 0.00054184628610053792 0.00010974363956068243 -0.00026651587945202162 -0.0034298494380588331 0.011636769990436733 3.0764937400817872e-06 0.00040645058754654162 0.0119796319909039 -0.0026182878622785215 0.0089026807614698486 -0.001119353819272614 0.0066449802695959905 0.0054052566262808716 -0.0017816777496288223 0.0067873266153037548 0.0066282693451891351 0.013831577122468373 0.0063756060977799029 0.0073231873817097117 -0.00028907821397297086 0.0022614685827176328 0.0069404258405868476 -0.00063385359967736915 0.0061058376742902732
leaf_weight=30 31 20 39 153 23 34 23 35 36 39 30 20 21 21 20 29 28 256 22 39 20 21 29 28 65 32 54 1692 34 197
leaf_count=30 31 20 39 153 23 34 23 35 36 39 30 20 21 21 20 29 28 256 22 39 20 21 29 28 65 32 54 1692 34 197
internal_value=0 0.00636263 0.0051807 0.00473261 0.0056729 0.00342025 0.00657697 0.00498523 0.00232135 -8.01281e-05 0.00679148 0.00671935 0.00678668 0.00685455 0.00304893 0.00327591 0.00392169 0.0070799 0.00357857 0.000810331 0.00225271 0.00846837 0.0108062 0.00289457 0.00311472 0.00389984 0.00502627 0.00677781 0.00672101 0.00511385
internal_weight=0 2787 742 653 419 120 299 97 334 95 2045 2015 1995 1974 234 239 208 276 214 61 56 89 50 63 179 151 119 1944 1923 231
internal_count=3121 2787 742 653 419 120 299 97 334 95 2045 2015 1995 1974 234 239 208 276 214 61 56 89 50 63 179 151 119 1944 1923 231
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 0 3 123 40 13 401 4 13 42 3 158 484 1444 4 159 1212 16 42 2 12 15 400 1204 4 4
split_gain=0.394561 0.116133 0.0813309 0.118519 0.0771073 0.0758872 0.083916 0.0756213 0.0707542 0.0849931 0.0697017 0.0716235 0.0836167 0.101465 0.0653452 0.0625631 0.0988765 0.062378 0.0790888 0.105601 0.12125 0.187434 0.125877 0.174214 0.0853344 0.109052 0.0992667 0.104172 0.0966808 0.0766731
threshold=0.12000500000000001 0.098630000000000009 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.07384499999999998 -0.014944999999999998 0.084995000000000015 0.0046150000000000002 -0.16152999999999998 0.080710000000000018 0.024790000000000003 -0.081434999999999994 -0.088249999999999981 0.63141500000000017 0.080150000000000013 0.062030000000000009 -0.081494999999999998 -0.082249999999999976 -0.085489999999999997 0.089995000000000019 -0.08231999999999999 0.082250000000000004 0.086285000000000014 0.091840000000000019 0.084050000000000014 -0.082934999999999995 -0.079874999999999988 -0.087394999999999987 -0.081984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 9 -3 11 12 -11 -14 -2 17 -17 -6 19 -19 22 -22 24 -24 25 -21 -27 -28 -29 -20
right_child=14 7 3 -5 15 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 18 29 20 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0072019975182825123 0.0024695917588907186 0.0012250291722297087 0.014657855433998286 0.0060389549483377963 0.0010671446583448696 0.0041314070144752883 -0.0037371567217633129 0.0013880884473641906 -0.0008963444223627448 0.011700672132053204 0.0013920476278051353 0.0044866051486864384 0.012177057567280897 0.0056181031568700041 -0.0030541835069332439 0.008711908728948661 0.0027442751000776437 0.013597059857420392 -0.00013059117304890054 0.0087159102293662728 0.0084792973706498739 -0.0020391600157987949 0.015970513063508111 0.0051644845828413971 0.010763052461105725 0.0085890642072005974 -0.003508772752303187 0.00016969810644190553 0.0067247915485252946 0.0056980854315992532
leaf_weight=29 311 51 27 39 26 33 23 65 20 31 39 245 26 254 23 175 33 24 23 90 32 36 37 25 43 41 21 36 60 1203
leaf_count=29 311 51 27 39 26 33 23 65 20 31 39 245 26 254 23 175 33 24 23 90 32 36 37 25 43 41 21 36 60 1203
internal_value=0 0.00572637 0.00611128 0.00956487 0.00599674 0.00304988 0.000899675 0.00464378 0.00496153 0.00514289 0.00547871 0.00576536 0.00677274 0.00622715 0.00208921 0.00612823 0.00776512 0.00592759 0.00600322 0.00714514 0.00677733 0.0029107 0.00752218 0.0116132 0.00665054 0.00593748 0.00435484 0.00287105 0.00426663 0.00558874
internal_weight=0 2787 2056 66 1990 85 56 731 666 646 595 556 311 280 334 1905 208 1697 1671 445 421 68 353 62 291 248 158 117 96 1226
internal_count=3121 2787 2056 66 1990 85 56 731 666 646 595 556 311 280 334 1905 208 1697 1671 445 421 68 353 62 291 248 158 117 96 1226
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 4 150 0 15 12 3 1 4 1 0 47 3 0 10 39 4 49 4 4
split_gain=83.9174 13.0869 8.22828 7.36036 4.64672 4.31333 2.77983 2.30465 2.20863 2.19191 2.16492 1.79249 1.48069 1.30424 1.83435 1.16082 1.02361 0.890391 0.8658 0.848719 0.775177 0.675761 0.648631 0.57373 0.559523 0.424241 0.396616 0.384712 0.367489 0.327907
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.14960000000000004 0.40473500000000007 0.40945500000000007 1.0000000180025095e-35 -0.10474999999999998 -0.11033999999999998 0.09141500000000001 0.30112000000000005 0.083135000000000014 -0.52556499999999995 0.076935000000000017 -0.060129999999999996 0.090100000000000013 -0.14847999999999997 -0.030209999999999997 -0.38124499999999995 0.087690000000000004 0.015030000000000002 -0.053364999999999996 -0.036839999999999991 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 21 6 13 -5 11 12 -6 16 19 14 -1 18 25 -16 -15 23 29 -3 -20 26 -10 -4 -7 -9 -2 -17
right_child=1 2 8 7 10 9 -8 27 24 -11 -12 -13 -14 15 17 20 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015884912286211652 0.0014936779959529053 0.00053272725179689723 0.00083465079241540373 0.0012839066360957896 0.0012706912119837632 0.0013708683897276409 0.0018328216930291968 0.00079197218725425556 7.1379953819179898e-05 0.00070171507291754266 0.00064245684352380768 0.00021633558119929424 0.00085122124539787367 0.0018942527632976 0.0013429732292523624 0.0014246618066545414 0.0002113307978951251 0.00097329075868223219 0.0011424683238945757 0.0014831910321118989 0.0011131946024128098 0.00083658949948462152 0.0014987118126202641 0.0010466650435527764 -0.00034193498082458974 0.00051657021002803549 0.0012236662504460038 0.00048455402375960203 0.0011985047312538608 0.0012387715309273963
leaf_weight=49 50 191 38 34 71 147 76 34 34 26 30 132 28 21 43 415 22 60 20 92 37 33 1123 39 20 28 135 29 24 40
leaf_count=49 50 191 38 34 71 147 76 34 34 26 30 132 28 21 43 415 22 60 20 92 37 33 1123 39 20 28 135 29 24 40
internal_value=0 0.00062002 0.000523916 0.00140181 0.000734927 0.00142365 0.00146546 0.000872494 0.00027363 0.00125496 0.00108409 0.000360847 0.00128757 0.00145002 0.00127619 0.00146598 0.000577613 0.00112762 0.00149973 0.00131716 0.00138613 0.000577493 0.00149248 0.00126957 -8.16997e-05 0.000699708 0.0013004 0.000650462 0.00139795 0.00140832
internal_weight=0 673 599 2448 325 2351 1884 97 274 467 101 220 441 1808 152 1656 88 103 1164 413 492 224 1143 321 54 66 282 63 74 455
internal_count=3121 673 599 2448 325 2351 1884 97 274 467 101 220 441 1808 152 1656 88 103 1164 413 492 224 1143 321 54 66 282 63 74 455
is_linear=0
shrinkage=0.00196078


Tree=4295
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 4 159 2 16 1 0 4 3 13 10 47 52 43 457 1 0 150 0 2 4 12
split_gain=41.1223 6.92915 4.37232 3.29571 2.46953 1.98985 1.39454 1.1956 1.18399 1.13561 1.0873 0.703758 0.631005 0.627452 1.067 0.563275 0.503664 0.371803 0.368398 0.364545 0.333397 0.327287 0.323166 0.493394 0.479288 0.2909 0.264007 0.260584 0.256664 0.246559
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.40473500000000007 -1.0000000180025095e-35 0.17025000000000004 -0.52595999999999987 0.085760000000000017 -0.10607499999999999 0.42051500000000003 0.30112000000000005 0.049530000000000012 -0.38124499999999995 0.078345000000000012 -0.56176499999999996 -1.0000000180025095e-35 0.080930000000000016 0.082005000000000008 -0.030209999999999997 0.084120000000000014 -0.12333499999999999 0.089775000000000008 -0.036839999999999991 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 6 13 -5 12 -6 -4 15 -7 27 25 16 21 -16 -13 -3 -14 -12 23 24 29 -15 -21 -1 -2 -22
right_child=1 2 10 7 9 8 -8 -9 -10 -11 11 18 20 14 17 -17 -18 -19 -20 26 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012739874316857684 0.0012949603001276651 0.00058113414334599325 0.00077799791428028733 0.0011383025106708623 0.0011224772276249306 0.00080364895523651859 0.0015154446348422715 0.00068205587109078359 0.00079198172609916374 0.00066747324139464128 0.0005133009890057877 0.00028276100382531081 0.001327165756739822 0.0010496159100997771 0.0012250437809036621 0.00032123090792817241 0.00033279544752992055 0.0010363962535375085 -5.261425732397566e-05 0.0006283706222094741 0.0012366013199675316 0.00082650886199898369 0.00089245241683195617 0.001302963378382664 0.00092813543861843103 0.00075338507136877837 0.00094696485236579297 0.0012088557769481018 0.0010482784871961555 0.0011168640625382031
leaf_weight=886 50 184 26 34 71 21 70 63 41 30 29 34 38 26 374 112 30 45 20 20 86 23 20 67 44 25 20 322 24 286
leaf_count=886 50 184 26 34 71 21 70 63 41 30 29 34 38 26 374 112 30 45 20 20 86 23 20 67 44 25 20 322 24 286
internal_value=0 0.000648899 0.000578969 0.00119617 0.000732786 0.00121078 0.00124429 0.000841977 0.00111366 0.000987328 0.000396521 0.000356527 0.00113713 0.00123298 0.00117219 0.000411635 0.000535113 0.00120478 0.000158548 0.000618015 0.00115007 0.000651835 0.00113669 0.00114681 0.00112166 0.000904405 0.000787668 0.00125663 0.00121496 0.00114455
internal_weight=0 673 599 2448 325 2351 1748 97 603 101 274 248 562 1678 470 194 82 419 54 224 541 52 503 483 416 51 40 1208 74 372
internal_count=3121 673 599 2448 325 2351 1748 97 603 101 274 248 562 1678 470 194 82 419 54 224 541 52 503 483 416 51 40 1208 74 372
is_linear=0
shrinkage=0.00196078


Tree=4296
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 14 2 13 2 0 1 49 150 2 47 1 2 4 2 52 49 16 52 1 52 475 475 0
split_gain=51.6844 8.44075 4.72796 4.03442 3.05352 2.93329 1.54022 1.50942 1.40177 0.973209 0.863922 0.762846 0.725919 0.722503 0.711729 0.700712 0.609708 0.532148 0.514043 0.499177 0.518429 0.462158 0.42698 0.441001 0.401593 0.37705 0.351751 0.338719 0.315086 0.36455
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.099185000000000009 0.09253500000000002 0.062655000000000016 0.14960000000000004 -0.004174999999999999 0.17025000000000004 -0.099059999999999995 0.089770000000000016 -0.054984999999999992 1.0000000180025095e-35 0.090425000000000019 0.12958500000000003 0.11669000000000002 -0.0091949999999999983 -0.55119499999999988 0.091265000000000013 -0.56176499999999996 -0.054984999999999992 -0.061854999999999993 0.11434500000000002 0.13075500000000004 -0.024714999999999997 -0.088274999999999978 -0.082014999999999991 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 9 7 -4 12 14 17 16 22 19 -2 21 18 -6 26 -14 -1 27 -7 -11 -24 -19 -5 -3 -21 -23 -30
right_child=1 4 6 25 10 8 -8 -9 -10 11 -12 -13 15 -15 -16 -17 -18 24 -20 20 -22 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018547513265680976 0.0010697756315131322 0.00078599308648897909 0.001407992148034988 0.00093071161574544072 0.00052545473914991669 0.0016364345864421513 0.00089014988291719933 0.001818576299799731 0.00093185619969443504 0.001111180218411427 0.00026288819912365395 0.0012522525647107293 0.0011968786530482493 0.0014488935006957177 0.0010978405170810491 0.0011361104947533094 0.0009028299613034024 0.0005825300501589969 0.0015023319297605068 0.0013880362328607108 0.0014817137360196267 0.0016050313682597708 0.00091727388854008984 0.00056351631441537071 0.00089613844147499869 0.00063991593897001796 0.0010725509429323501 0.0015763172092572615 0.0014115701962419474 0.0012336912192685212
leaf_weight=21 23 58 34 60 93 35 63 76 26 24 42 30 23 121 28 25 20 73 268 38 329 27 42 20 20 24 23 1104 299 52
leaf_count=21 23 58 34 60 93 35 63 76 26 24 42 30 23 121 28 25 20 73 268 38 329 27 42 20 20 24 23 1104 299 52
internal_value=0 0.000882351 0.00149589 0.00118913 0.00072517 0.00151339 0.00107166 0.00154788 0.00137428 0.000843915 0.000503001 0.000983032 0.0015365 0.00138834 0.00140037 0.00145113 0.000592247 0.000751171 0.00147819 0.00155458 0.00155029 0.00142088 0.000889118 0.000803159 0.000649973 0.000847627 0.000867361 0.00157005 0.00140092 0.00138522
internal_weight=0 673 2448 228 445 2351 97 1884 467 290 155 116 1808 144 441 316 113 174 291 1492 1471 413 86 62 93 84 81 1142 378 351
internal_count=3121 673 2448 228 445 2351 97 1884 467 290 155 116 1808 144 441 316 113 174 291 1492 1471 413 86 62 93 84 81 1142 378 351
is_linear=0
shrinkage=0.00196078


Tree=4297
num_leaves=31
num_cat=0
split_feature=1 1 12 4 4 14 123 2 49 0 130 133 376 484 456 156 52 41 47 16 16 16 0 481 42 42 1447 42 15 157
split_gain=0.824838 0.212802 0.151406 0.116757 0.111414 0.0898453 0.0893912 0.078668 0.0739996 0.111318 0.0651255 0.075953 0.0861714 0.0843515 0.0762599 0.0636614 0.115515 0.126793 0.0588721 0.100988 0.086292 0.0824135 0.0734751 0.0537839 0.123415 0.300354 0.143031 0.218849 0.126503 0.060973
threshold=0.10337500000000001 0.13604000000000002 1.0000000180025095e-35 0.40473500000000007 0.40124500000000002 0.062655000000000016 1.0000000180025095e-35 0.14122000000000004 -0.031119999999999998 0.024095000000000002 -0.076894999999999977 0.089200000000000015 0.088235000000000008 0.085905000000000009 0.089955000000000021 0.085790000000000019 -0.069804999999999992 0.079395000000000007 0.078345000000000012 -0.0094449999999999968 0.054560000000000004 -0.18708499999999997 -0.18113999999999997 -0.064254999999999993 0.088295000000000012 0.090310000000000015 -0.085804999999999979 0.085730000000000015 -0.011859999999999997 -0.48214999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -4 5 6 7 23 -3 -10 -2 13 -13 14 18 16 -7 -18 19 22 -21 -20 -12 24 26 -26 28 -28 -1 -25
right_child=1 8 3 -5 -6 15 -8 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 21 20 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=0.012921800013282338 -0.00081902270374650311 -0.0024664389391987106 0.0090062990206291049 0.0030678269143852338 0.0015766347335143525 0.0043970410770270973 0.0052994125932337181 0.0043831911165176365 0.0038770090555772189 -0.0041538076056167484 0.010570038715778883 -0.0027242150551711141 0.0060066784918308266 0.01037558443964489 -0.00092616357419285041 0.016655810186195941 0.017811855147234525 0.0072211307846009737 0.0043258418813347825 -0.0028949024635949172 0.0050283907671217565 0.012445618629455568 0.0046084031616272919 0.013541374538093807 -0.0012338186464538534 0.011413826525472758 0.010556509513209793 0.021278161433292555 0.0039585507745223663 0.008570782804742787
leaf_weight=32 22 33 172 41 22 22 79 41 126 20 29 26 20 31 21 21 26 20 25 28 27 25 72 25 28 57 47 32 31 1920
leaf_count=32 22 33 172 41 22 22 79 41 126 20 29 26 20 31 21 21 26 20 25 28 27 25 72 25 28 57 47 32 31 1920
internal_value=0 0.00479765 0.00578975 0.00786321 0.00866036 0.00872581 0.00860476 0.00872276 0.00181025 0.0027769 0.004435 0.00481523 0.00107183 0.00548266 0.00481446 0.0118431 0.0103568 0.0132072 0.00539967 0.0044426 0.000994714 0.00838573 0.00632016 0.00880467 0.0102613 0.00724754 0.0120653 0.0148995 0.00851131 0.00863467
internal_weight=0 718 539 213 2403 2381 2292 2213 179 146 326 304 46 258 227 89 68 46 206 156 55 50 101 2172 227 85 142 79 63 1945
internal_count=3121 718 539 213 2403 2381 2292 2213 179 146 326 304 46 258 227 89 68 46 206 156 55 50 101 2172 227 85 142 79 63 1945
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=31
num_cat=0
split_feature=4 3 2 123 2 149 14 133 457 52 1 151 4 4 16 0 50 39 13 1213 13 15 1416 13 159 13 42 484 150 1456
split_gain=0.675655 0.223524 0.165691 0.118047 0.113688 0.0935065 0.0835759 0.080955 0.0708676 0.0669724 0.0668781 0.0684275 0.0637381 0.100709 0.176438 0.113577 0.0918603 0.0885087 0.0719884 0.108075 0.110214 0.089192 0.0880047 0.084375 0.108887 0.114296 0.139757 0.132754 0.149278 0.0963341
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.25063000000000007 0.07770500000000001 -0.23960999999999996 -1.0000000180025095e-35 0.31508000000000008 0.12492500000000002 0.11910500000000002 -0.030624999999999996 0.042705000000000007 0.056795000000000005 -0.050529999999999999 -0.074824999999999989 -0.24165499999999998 0.094095000000000026 -0.083764999999999992 -0.097649999999999987 -0.0090849999999999976 0.099260000000000015 1.0000000180025095e-35 -0.084419999999999981 -0.092414999999999983 -0.085384999999999975 0.085345000000000018 0.091180000000000011 0.089910000000000018 -0.085449999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 -1 -5 12 10 11 -2 16 14 -14 -16 -8 18 21 20 -20 23 -21 24 -18 27 -27 28 29 -26
right_child=4 -3 -4 7 -6 -7 8 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 19 22 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.014183970445966615 0.0012390599017962816 0.0021343566744277875 -0.00078224728045904121 0.010286236228421331 -0.0037759796483442191 0.0091083634116400324 0.014684700185344332 0.0039327411341755726 0.0020642437617338842 0.0078154885657131679 0.00099178335135216697 0.0060023698003006803 0.009667782928758804 0.0074795602556411017 -0.0062681002239696679 0.0041441010819240056 0.01305596499055948 0.0018685300626321293 0.01554045817016491 0.0074359267258873197 0.0077627149116443958 0.014770765935715574 0.013097982058284939 0.012883024318548647 0.0019015019271700158 0.0078038292366170124 -0.0027618717136127608 0.015035299491137267 -0.00039264770224690438 0.0088764274990371789
leaf_weight=21 50 75 23 24 24 26 21 122 21 25 151 76 26 283 20 22 46 23 35 1400 38 26 28 46 21 31 21 29 20 347
leaf_count=21 50 75 23 24 24 26 21 122 21 25 151 76 26 283 20 22 46 23 35 1400 38 26 28 46 21 31 21 29 20 347
internal_value=0 0.00751915 0.00766906 0.00774183 0.00286782 0.00335395 0.00790169 0.00497715 0.007849 0.00285854 0.00241116 0.00411217 0.00789793 0.00664925 0.00319368 -0.00081409 0.0081035 0.00803803 0.00810599 0.0077388 0.0114918 0.00904493 0.00754695 0.00877956 0.00841304 0.00795766 0.00353691 0.00850893 0.00802113 0.0084784
internal_weight=0 2769 2694 2671 352 328 2525 146 2504 302 277 126 2483 351 68 42 2132 2111 2088 1501 73 587 1428 561 515 469 52 417 388 368
internal_count=3121 2769 2694 2671 352 328 2525 146 2504 302 277 126 2483 351 68 42 2132 2111 2088 1501 73 587 1428 561 515 469 52 417 388 368
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=31
num_cat=0
split_feature=4 3 9 2 39 0 160 2 1 400 42 11 51 41 1456 12 48 12 2 4 391 394 1204 1204 132 42 12 1447 1427 481
split_gain=0.547281 0.181054 0.146055 0.101622 0.105747 0.099642 0.0922833 0.092087 0.0793642 0.0718975 0.0714106 0.0710926 0.0702646 0.134521 0.131435 0.0919803 0.208962 0.101008 0.0948234 0.102738 0.077065 0.0749315 0.114335 0.144794 0.0897963 0.0930052 0.073944 0.0726554 0.0668645 0.0660704
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.092120000000000021 0.098220000000000016 -0.22491999999999998 0.079055000000000014 0.25063000000000007 0.095950000000000021 -0.070649999999999991 -0.044809999999999996 0.080455000000000013 0.081440000000000026 0.075585000000000013 -0.077604999999999993 0.082850000000000021 0.086425000000000016 0.09320500000000001 0.087815000000000018 -0.0078799999999999981 -0.077824999999999991 -0.16013499999999997 -0.0030749999999999996 -0.08130999999999998 -0.083919999999999981 -0.015274999999999999 0.089795000000000014 0.071705000000000005 0.083935000000000023 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 5 -5 -1 8 -2 -7 -6 12 13 20 -14 16 -16 18 19 -17 -4 -22 23 24 25 -23 -26 29 -11 -24
right_child=7 -3 3 4 10 9 -8 -9 -10 28 -12 -13 14 -15 15 17 -18 -19 -20 -21 21 22 27 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0021115248302270755 0.0091228566825702732 0.0019209210663102567 0.012455059098623072 0.00064613349125559991 0.0060749780130572618 0.0017098408979203167 0.0067181692551821466 -0.0033983815150956313 0.0026221760572746923 0.0066312346619024076 -0.0018087842605180211 0.011684074757907253 0.01260147402467935 0.013467563195521698 -0.0059413471826068737 0.014825959948615897 0.0080348599431454195 0.0014420675306714009 0.0039565309209542146 0.0054999696223863538 0.0015426927627148954 0.016912610605359077 0.0069332719386597762 0.016962545923888683 0.008957974727381952 0.0077635839390568437 0.0013252209618010305 0.01312123615294695 0.012346010808167714 0.011762995523368491
leaf_weight=29 20 75 30 29 20 29 20 24 308 817 27 39 23 38 23 27 20 35 36 21 22 20 1216 26 30 25 22 20 21 29
leaf_count=29 20 75 30 29 20 29 20 24 308 817 27 39 23 38 23 27 20 35 36 21 22 20 1216 26 30 25 22 20 21 29
internal_value=0 0.00676723 0.00690215 0.00700237 0.00616964 0.00641217 0.00149243 0.00258104 0.00301856 0.00660504 0.00154601 0.00746375 0.00736477 0.00759474 0.0055275 0.00452317 0.000559214 0.00595553 0.00783614 0.0107458 0.00743977 0.00733306 0.00742484 0.0103355 0.00855913 0.0118298 0.00572873 0.00714183 0.00677445 0.00704577
internal_weight=0 2769 2694 2645 943 896 49 352 328 867 47 1702 1663 1478 185 162 43 119 84 48 1440 1410 1388 123 97 45 52 1265 838 1245
internal_count=3121 2769 2694 2645 943 896 49 352 328 867 47 1702 1663 1478 185 162 43 119 84 48 1440 1410 1388 123 97 45 52 1265 838 1245
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 1 2 14 2 1 1 52 457 1 43 0 2 47 147 39 12 11 13 0 2 12 2
split_gain=58.23 7.32453 6.23651 5.32385 3.78808 2.60528 2.34923 1.83091 1.65571 1.64882 1.0005 0.77721 0.754789 0.701325 0.699215 0.794395 2.19251 0.689807 0.674818 0.669855 0.66755 0.45587 0.423641 0.496323 0.430538 0.76002 0.399203 0.389623 0.322478 0.292154
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.13712500000000002 0.12958500000000003 0.082585000000000006 0.09253500000000002 0.089775000000000008 0.076175000000000007 0.14285500000000004 0.16540500000000002 0.091450000000000017 -0.56176499999999996 0.080930000000000016 0.084525000000000003 -0.080084999999999976 -0.066089999999999996 0.11411 0.078345000000000012 0.08955500000000001 0.089790000000000023 0.096990000000000007 1.0000000180025095e-35 -0.10664 -0.060129999999999996 0.14753000000000002 0.093965000000000007 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 9 21 11 -4 10 13 20 -8 -1 -11 22 -17 -10 -15 28 -5 -3 23 24 25 -16 -22 -9 -2 -25
right_child=1 6 8 7 -6 -7 12 27 17 14 -12 -13 -14 18 15 16 -18 -19 -20 -21 26 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0016189977532288604 0.0016490105657555939 0.00086294816348352727 0.0014324468557294263 0.00090855132967497553 0.00098379024493148916 0.0011009965105931063 0.00050797182802156903 0.00068583635442555108 0.0010228632506858373 0.0017217444659073265 0.0018618314360105324 0.00064342739409144558 0.00010836910052932834 0.0015335817119773629 0.0012034436072564233 0.0015730724323029612 0.00074548752878007352 0.00059962344081962806 0.0011646102639097794 0.001068121592203776 0.0013456214365421557 0.00054067166394316689 0.0012362568468227318 0.0015757288182572902 0.0017261196100368666 0.0015481082064499755 0.00099248819345352699 0.00035144437520123886 0.0013911912909449387 0.0014121647530814514
leaf_weight=1117 26 108 34 62 45 47 135 37 57 53 58 22 21 206 26 32 20 20 21 20 32 20 22 52 47 456 20 21 66 218
leaf_count=1117 26 108 34 62 45 47 135 37 57 53 58 22 21 206 26 32 20 20 21 20 32 20 22 52 47 456 20 21 66 218
internal_value=0 0.000842493 0.00152653 0.00105296 0.00154737 0.00155805 0.000615718 0.000856451 0.00107206 0.00156728 0.00160969 0.000980847 0.000454179 0.00159881 0.00150307 0.00148979 0.00125477 0.000912931 0.00149945 0.00139335 0.00104596 0.000812592 0.00150468 0.00151207 0.00154698 0.00152952 0.0012098 0.000564763 0.00146405 0.00144367
internal_weight=0 590 2531 306 2420 2375 284 194 111 2328 1402 136 156 1344 926 873 52 77 227 112 114 128 821 799 529 482 52 58 92 270
internal_count=3121 590 2531 306 2420 2375 284 194 111 2328 1402 136 156 1344 926 873 52 77 227 112 114 128 821 799 529 482 52 58 92 270
is_linear=0
shrinkage=0.00196078


Tree=4301
num_leaves=31
num_cat=0
split_feature=1 2 30 16 1 151 49 47 1 402 43 13 160 52 10 0 43 149 4 0 2 2 0 124 43 160 15 12 15 43
split_gain=0.609908 0.182334 0.0940975 0.0923241 0.129566 0.111976 0.142739 0.0871461 0.0967687 0.095825 0.0867456 0.0893736 0.0854626 0.0791841 0.113637 0.0842132 0.105105 0.0772244 0.0758183 0.0738968 0.069281 0.0724906 0.0675984 0.117746 0.0696383 0.149102 0.114081 0.258199 0.0923431 0.0687856
threshold=0.12000500000000001 0.098630000000000009 0.086065000000000016 0.51222500000000004 0.081315000000000012 -1.0000000180025095e-35 0.12215500000000001 0.085505000000000012 0.14262000000000002 0.09388500000000001 -1.0000000180025095e-35 0.038215000000000006 -0.080409999999999995 0.056145000000000007 -0.074314999999999978 -0.036484999999999997 -0.064334999999999989 0.075040000000000009 0.058735000000000009 -0.010949999999999998 0.13712500000000002 0.14838000000000004 -0.076579999999999995 -0.083769999999999983 -0.036954999999999995 -0.082179999999999989 0.091295000000000015 0.096295000000000019 0.089740000000000014 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 -3 19 9 18 13 11 -6 -12 14 -2 20 -17 22 -9 -7 -16 -22 -1 -24 25 -25 28 -28 -27 -26
right_child=7 3 -4 -5 10 6 -8 8 -10 -11 12 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 24 29 26 27 -29 -30 -31
leaf_value=0.0080546292307753422 -0.0044472716154164765 0.014014643775299191 0.002122277446725438 0.0083671726836676737 0.0030182965959067503 0.0075514035280932271 -0.0014686585758516397 0.010557035884509486 -0.00058650382455777042 -0.0048953478597104551 0.010745373196065583 -0.004275440412484819 0.0043061929205926901 0.0061795478183126386 0.0032982170451432468 0.0017669541079417936 0.01100341174539856 0.012515656932124071 0.0042161612125875599 0.0029631381763554204 -0.0065889097136096102 0.0015627608692739159 -0.00037422246785591483 -0.0013447530478095781 0.013711060177196156 0.0072342399825257343 -0.0058857364987488841 0.009105215375139206 0.014761863076128066 0.00770187986855605
leaf_weight=1624 28 20 29 129 84 244 22 33 22 20 24 21 146 43 50 28 22 35 44 41 20 24 23 26 22 88 20 27 20 142
leaf_count=1624 28 20 29 129 84 244 22 33 22 20 24 21 146 43 50 28 22 35 44 41 20 24 23 26 22 88 20 27 20 142
internal_value=0 0.00729593 0.00777822 0.00593943 0.0054192 0.00676457 0.00629225 0.00277386 0.00526253 0.00172544 0.00381944 0.00155955 0.00521525 0.00234133 0.00138177 0.0025152 0.005831 0.00785914 0.00693368 0.00689134 0.000751478 -0.00214254 0.00777733 0.00655358 0.00701543 0.00566305 0.00683856 0.00272609 0.00862824 0.00850799
internal_weight=0 2787 2056 731 602 327 307 334 99 235 275 105 170 215 172 144 50 2027 77 285 94 44 1992 368 345 181 155 47 108 164
internal_count=3121 2787 2056 731 602 327 307 334 99 235 275 105 170 215 172 144 50 2027 77 285 94 44 1992 368 345 181 155 47 108 164
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 0 49 4 1 12 4 3 10 475 12 157 47 12 14 3 48 12 12
split_gain=24.5932 4.22131 2.37784 2.2246 1.37985 1.37534 0.950944 0.922789 0.711895 0.702639 0.677008 0.590529 0.479643 0.799918 0.512511 0.412528 0.324892 0.399425 0.349796 0.3015 0.294775 0.290931 0.268573 0.259091 0.245566 0.234403 0.22302 0.219516 0.373203 0.234194
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.13501500000000002 0.40473500000000007 0.25063000000000007 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.083135000000000014 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 -0.40134499999999995 -0.07550999999999998 0.11472500000000001 -0.077849999999999989 0.090100000000000013 0.091625000000000012 -0.23083499999999998 0.0051600000000000005 0.082620000000000013 0.09141500000000001 0.096645000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 11 -5 20 -6 21 13 15 16 -1 17 -14 -19 -13 -7 -4 24 25 -18 -3 -17 29 -29 -22
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 19 14 -15 -16 26 22 18 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00094893879112712841 0.00098109911392962857 0.00064198553066344328 0.00033003218861304729 0.00093279711547352014 0.00089016999273497279 0.0010459508649966105 0.0012094646909561486 0.0006448206401449319 0.00056050566605894334 0.00065223223231489365 0.00054500667846029435 0.00026489775116537127 0.0013043680361339023 0.0011369897097284237 0.00086445664261531848 0.00053131691097994056 0.00095260085770526267 0.00078068854344659163 0.0010375295441364962 -7.5568328794164982e-05 0.00096385645562774291 0.00057398391336230443 0.0009916167039032153 0.00067850459085924599 0.0007028694234155362 0.00046113846256928338 0.00077776230774284194 0.00057942745897471141 0.00090095534294593234 0.00084878618403573134
leaf_weight=44 76 33 179 28 74 49 79 37 67 48 31 20 21 36 102 20 41 21 698 20 136 21 774 33 24 167 48 23 35 136
leaf_count=44 76 33 179 28 74 49 79 37 67 48 31 20 21 36 102 20 41 21 698 20 136 21 774 33 24 167 48 23 35 136
internal_value=0 0.00054514 0.000491266 0.00096436 0.000601639 0.000976327 0.000998839 0.000356586 0.000670234 0.000875734 0.000788265 0.00031215 0.000989741 0.000882729 0.000999163 0.000801002 0.00100786 0.00103781 0.00103003 9.46647e-05 0.00090404 0.000355647 0.00098145 0.000517538 0.000860392 0.000490978 0.000705278 0.000882969 0.000773453 0.000906321
internal_weight=0 691 615 2430 338 2335 1908 277 95 427 105 240 1829 148 1681 112 1579 740 719 40 379 200 839 233 65 200 68 330 58 272
internal_count=3121 691 615 2430 338 2335 1908 277 95 427 105 240 1829 148 1681 112 1579 740 719 40 379 200 839 233 65 200 68 330 58 272
is_linear=0
shrinkage=0.00196078


Tree=4303
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 13 1 2 14 4 0 15 0 4 49 1 43 1 47 1 14 2 52 1 15 159 1 12 133
split_gain=61.5636 9.78099 4.91473 4.78548 3.18481 2.83661 1.5432 1.43598 1.3499 1.09361 1.07811 0.903044 1.43242 0.862171 0.720341 0.697095 0.606878 0.510802 0.497264 0.483103 0.476242 0.395476 0.364479 0.352087 0.349267 0.338321 0.384449 0.472124 0.332553 0.446383
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -0.0034749999999999994 0.077845000000000011 0.13501500000000002 0.062655000000000016 -0.050494999999999991 -0.10607499999999999 -0.11033999999999998 -0.22491999999999998 0.40945500000000007 -0.054984999999999992 0.091195000000000012 -0.080324999999999994 0.12000500000000001 0.10019500000000002 0.16175000000000003 0.076175000000000007 0.11411 -0.56176499999999996 0.085605000000000014 0.040760000000000005 0.082585000000000006 0.084525000000000003 0.092550000000000007 0.082925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 14 -4 13 11 -8 12 -1 -7 19 -2 -13 -9 -16 -3 -6 23 -5 -15 -14 26 27 28 29 -25
right_child=1 4 7 22 20 8 10 17 -10 -11 -12 16 24 21 18 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014996253408971619 0.00085409973690068726 0.00048166300119253014 0.0012314111286518621 0.00075140167015537722 0.00020986038709814946 0.00091665731720151557 0.0011272217289489857 0.00081270778653811532 0.00089191247136910371 0.001610404384015558 0.00063196759897185865 0.0013751893320619317 0.0011643111049315777 0.0014184391126973116 0.00058972043699187504 0.0012264917998675337 0.0012608733981931243 0.00044085779318622515 0.0002519735274627407 0.00079972920316062667 -0.00012326038361680942 0.001510801443866655 0.00048184612790510168 0.0011227141784018828 0.00089400547378532154 0.0012945813965473778 0.0013093934276118201 0.00093994395369115995 0.0011389536889654375 0.0013627265244568587
leaf_weight=35 23 91 28 30 77 32 20 49 48 62 109 1192 34 39 21 121 210 20 83 23 21 21 54 49 40 195 92 32 194 76
leaf_count=35 23 91 28 30 77 32 20 49 48 62 109 1192 34 39 21 121 210 20 83 23 21 21 54 49 40 195 92 32 194 76
internal_value=0 0.000619813 0.00128943 0.000950051 0.000450613 0.00130727 0.000538766 0.000856901 0.00121043 0.00135517 0.000708751 0.0013447 0.00117279 0.00123137 0.000438179 0.00116701 0.00135807 0.000704925 0.000320172 0.000545834 0.000138477 0.0012458 0.000578116 0.00123758 0.0010182 0.00122653 0.00119657 0.001167 0.00118977 0.00126864
internal_weight=0 673 2448 228 445 2351 347 97 778 1573 129 1511 109 730 218 144 1402 69 104 114 98 698 84 677 74 638 443 351 319 125
internal_count=3121 673 2448 228 445 2351 347 97 778 1573 129 1511 109 730 218 144 1402 69 104 114 98 698 84 677 74 638 443 351 319 125
is_linear=0
shrinkage=0.00196078


Tree=4304
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 47 1 0 14 4 52 1 47 14 16 2 159 1 0 1 43 0 52 15 48 49
split_gain=23.2385 3.91441 2.18653 2.02706 1.61984 1.16324 0.851068 0.747323 0.677936 0.622912 0.433164 0.32855 0.323969 0.309118 0.298734 0.293388 0.320976 0.264848 0.383722 0.25812 0.235313 0.363357 0.291656 0.290995 0.223649 0.217681 0.19713 0.188771 0.278834 0.249071
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.089775000000000008 0.077845000000000011 0.13082500000000002 0.090540000000000023 -0.23091999999999999 0.062655000000000016 -0.17966999999999997 -0.56176499999999996 0.12337000000000002 0.10648500000000001 -0.23083499999999998 -0.0024749999999999993 0.25063000000000007 0.082585000000000006 0.085110000000000005 -0.070154999999999981 0.089770000000000016 -0.080324999999999994 -0.15350499999999997 -0.068719999999999989 -0.11033999999999998 0.093440000000000009 0.091115000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 7 -6 10 -5 19 12 -9 -1 -3 -13 16 17 -15 25 26 23 22 -22 27 -10 -19 -4 -16 29 -29
right_child=1 2 9 8 6 -7 -8 11 24 -11 -12 14 -14 15 20 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00098242212543893479 0.00094006610351880879 0.00069609987023386527 0.00011092590056811951 0.00090322458088731904 0.0008377172308937235 0.00063709929262841837 0.00049215668523798994 0.00068424323834984546 0.00061382065345694432 0.00059978155397273506 0.00089957268114293477 0.0010672732501393084 0.0011316239634505852 0.00062123743968833713 0.0010254588168754012 0.00034502025006936769 0.00071112261603647803 0.00059382447451968186 0.00019393701674789827 9.1770411461216062e-05 0.00098905949031605428 0.0012191912268891055 0.00075479546046464791 0.00074423372753942179 0.00036625728271353773 0.00041948816563714954 0.00032026796477238221 0.0009295435496800465 0.00076664831596082509 0.00083680949398934421
leaf_weight=1083 76 21 21 28 87 48 40 26 47 21 247 43 59 33 41 76 22 38 23 35 84 20 27 52 20 100 98 383 65 157
leaf_count=1083 76 21 21 28 87 48 40 26 47 21 247 43 59 33 41 76 22 38 23 35 84 20 27 52 20 100 98 383 65 157
internal_value=0 0.000520254 0.000468375 0.000927764 0.000542108 0.000939187 0.000728879 0.000945527 0.000647 0.000282989 0.000974027 0.000901445 0.00099013 0.000466325 0.000907921 0.000449801 0.000486668 0.000461214 0.000428414 0.00023979 0.000899656 0.000975911 0.000932076 0.000885344 0.000539921 0.000467494 0.000283325 0.000896703 0.000887978 0.000902582
internal_weight=0 691 615 2430 440 2335 127 2287 95 175 1389 898 1142 313 872 292 216 194 161 154 829 131 111 698 67 138 119 646 605 540
internal_count=3121 691 615 2430 440 2335 127 2287 95 175 1389 898 1142 313 872 292 216 194 161 154 829 131 111 698 67 138 119 646 605 540
is_linear=0
shrinkage=0.00196078


Tree=4305
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 4 132 160 1 15 47 48 16 150 4 155 3 3 159 157 42 42 132 42 15 16 4 13 52 0
split_gain=0.920579 0.232894 0.135142 0.114529 0.101455 0.0994946 0.0915034 0.150672 0.152095 0.0843782 0.0872578 0.114655 0.0808576 0.117554 0.0818975 0.0842683 0.0765151 0.238634 0.114066 0.0990384 0.0984413 0.105622 0.0987199 0.0723551 0.0692475 0.0692407 0.0683643 0.0789141 0.0668037 0.0716975
threshold=0.10337500000000001 -0.065229999999999996 0.14753000000000002 0.40124500000000002 0.092120000000000021 0.41257000000000005 0.088890000000000011 -1.0000000180025095e-35 0.14173500000000003 0.013270000000000002 0.10621500000000002 0.12118000000000002 -0.45661999999999997 0.089910000000000018 0.038415000000000012 0.10772000000000002 -0.14186499999999996 -0.10831999999999999 0.094385000000000011 -0.077664999999999998 -0.079539999999999986 -0.065479999999999997 0.085885000000000003 0.079510000000000011 -0.43375999999999998 0.042200000000000008 -0.078439999999999996 -0.014169999999999999 0.070205000000000017 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 4 -1 -2 7 -4 -9 10 -3 -12 -6 14 15 16 23 -18 19 -19 -21 -22 26 -14 -7 -11 27 -23 29 -16
right_child=1 2 6 -5 12 24 -8 8 -10 25 11 -13 13 -15 28 -17 17 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0097651516941513819 0.0089227869696266934 0.0033219491982107194 0.0050893204134459108 0.0020519564986567606 0.011793066059908597 0.0071284494627065756 0.0061136247426949687 0.0016796748902972625 -0.0093864831193867654 0.012972937275966011 0.011358767467151795 0.0033746220693747341 0.0089170066795001435 0.0014831060758576944 0.0049450515548888803 0.013266988508630454 -0.0017881128329621709 0.0035422301507645813 0.014315507910919912 0.012503020222306829 0.0013335566163401712 0.001018615966174929 0.001757570803165436 0.016372013544399957 0.00046791242159627104 0.0052526499664124386 0.0097662373327309978 0.009588810098780827 0.0012142343573610893 0.0095234233328621055
leaf_weight=1580 176 260 26 22 64 37 23 23 27 21 35 37 30 26 71 41 23 41 33 58 22 21 20 23 27 26 218 22 22 66
leaf_count=1580 176 260 26 22 64 37 23 23 27 21 35 37 30 26 71 41 23 41 33 58 22 21 20 23 27 26 218 22 22 66
internal_value=0 0.00515328 0.00387711 0.00923401 0.00930038 0.00769499 0.000587204 -0.00108527 -0.00429605 0.00473648 0.00417507 0.0072558 0.00838359 0.00808751 0.00832902 0.00890503 0.00855505 0.00813879 0.00866366 0.0081997 0.00872867 0.00800619 0.0085286 0.0121522 0.00431854 0.00870214 0.00904745 0.00540337 0.00632929 0.00715069
internal_weight=0 718 478 2403 2381 240 99 76 50 379 332 72 801 737 711 552 511 458 435 402 361 303 281 53 64 47 261 43 159 137
internal_count=3121 718 478 2403 2381 240 99 76 50 379 332 72 801 737 711 552 511 458 435 402 361 303 281 53 64 47 261 43 159 137
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 2 16 4 1 147 11 12 2 457 11 4 12 47 13 16 12 16 4 47
split_gain=63.858 10.5992 6.2346 5.5305 3.58377 2.95501 1.842 1.79119 1.70478 1.68424 1.42197 1.17937 1.09906 0.931612 0.920702 1.00941 0.516679 0.479702 0.418503 0.399673 0.38296 0.362777 0.337274 0.297654 0.29597 0.28647 0.275666 0.247891 0.228977 0.220261
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.11474000000000002 0.092845000000000025 0.14960000000000004 -0.52595999999999987 0.40945500000000007 0.086920000000000011 0.08598500000000002 1.0000000180025095e-35 0.08401500000000002 0.089775000000000008 0.080930000000000016 0.086080000000000018 -0.0070899999999999991 0.09202500000000001 0.090100000000000013 -0.0062949999999999994 -0.16075999999999999 0.10061500000000002 0.11346000000000002 0.0082450000000000006 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 11 14 12 21 -5 13 -7 -4 18 17 19 29 -1 22 -18 -6 -14 -3 -15 -13 -23 -10 -19 -16
right_child=1 2 6 10 9 8 -8 -9 27 -11 -12 25 16 24 15 -17 20 28 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013960596176361179 0.0013352508597267298 0.00055047463296632759 0.00058043658797282216 0.0011442041027526976 0.0013862206780609963 0.00079194140019648326 0.00072531365963695042 0.0016677804061678611 0.00071715359656114933 0.00057154468723323213 0.00065545658962542401 0.00017275319123816142 0.001319135479114099 0.0001981470634293608 0.0010515287713287701 0.00085043659873731113 0.0015803691339782962 0.0013338028746544283 0.0013141261664841662 0.00098513587315877276 0.0012794301908800824 0.0012120946969082153 0.0012029878360263681 0.00075214208677561601 0.00043346873461218115 -6.356630498356925e-05 0.00093624772754010398 0.00099995593522109226 0.0011458380051774224 0.0013015373518653944
leaf_weight=921 71 191 48 37 21 21 37 70 26 24 60 41 141 86 42 21 29 323 324 25 37 30 302 33 27 38 26 22 27 20
leaf_count=921 71 191 48 37 21 21 37 70 26 24 60 41 141 86 42 21 29 323 324 25 37 30 302 33 27 38 26 22 27 20
internal_value=0 0.000618732 0.000534225 0.00130071 0.000718444 0.00131964 0.000318084 0.00136047 0.00120128 0.00102508 0.000841886 0.000255303 0.00123194 0.000351585 0.00134765 0.00126977 0.00124925 0.00129114 0.00137474 0.00122634 0.00141166 0.00116644 0.00123996 0.000580185 0.000254374 5.90805e-05 0.00108402 0.000846771 0.0013193 0.00113218
internal_weight=0 673 602 2448 325 2351 277 1748 603 101 97 240 555 161 1678 433 534 412 1245 468 66 77 443 224 113 79 56 48 350 62
internal_count=3121 673 602 2448 325 2351 277 1748 603 101 97 240 555 161 1678 433 534 412 1245 468 66 77 443 224 113 79 56 48 350 62
is_linear=0
shrinkage=0.00196078


Tree=4307
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 2 47 4 150 14 0 13 2 3 34 2 2 4 3 4 2 10 4 4 16 16 16 0 160 15
split_gain=39.6188 5.05078 4.26959 2.98387 2.61237 1.5341 1.52814 1.25498 1.19097 1.18017 1.13655 0.915037 0.791952 0.771803 0.699832 0.741958 0.640505 0.704358 0.614437 0.534659 0.530515 0.519465 0.481682 0.413858 0.510504 0.402949 0.377363 0.366321 0.453238 0.319771
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.095545000000000005 0.12958500000000003 0.40124500000000002 1.0000000180025095e-35 0.076975000000000002 -0.23194499999999998 -1.0000000180025095e-35 0.25063000000000007 -0.22605499999999998 -0.038779999999999995 0.13754500000000003 0.10855000000000002 -0.059649999999999988 0.013900000000000001 0.42051500000000003 0.13501500000000002 -0.40134499999999995 0.033845000000000007 -0.15464999999999998 -0.0087049999999999992 -0.059624999999999991 -0.059624999999999991 -0.079119999999999982 -0.081069999999999989 -0.45963999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 9 12 -5 11 22 -1 -6 14 -7 -3 19 17 -12 -19 -16 -15 -14 27 -13 -25 -8 -24 -4 -29 -21
right_child=1 6 5 7 8 13 25 -9 -10 -11 16 23 21 20 15 -17 -18 18 -20 29 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=0.0016362665065044601 0.00068595847905147467 0.00023313825664402193 0.0013129209258409135 0.0011978803010867334 0.00079237574469698127 0.0013869991479233282 0.00061200225415329135 0.00072947696110761348 0.00074162348654818137 0.0015903239408762168 0.0013702743193682503 0.0013177909173925789 0.00039055085875660031 0.0011651198278987461 0.00082477879511596165 0.00037681384810778131 0.0009126482205008905 0.0012029828373290577 0.00081625046231742428 0.00067538323827638516 0.00091981475232104869 -5.6346843256523798e-05 0.0012195414622810648 0.0011911599278733337 0.00080008536532006453 0.00097585233929110501 0.00093242838952205611 0.00097803425506439085 0.0012586062774959199 0.00037340165058989601
leaf_weight=22 181 39 1141 91 42 57 22 29 96 51 65 33 20 404 37 72 32 56 22 26 37 20 88 33 21 25 22 24 285 28
leaf_count=22 181 39 1141 91 42 57 22 29 96 51 65 33 20 404 37 72 32 56 22 26 37 20 88 33 21 25 22 24 285 28
internal_value=0 0.000667152 0.00123138 0.000844918 0.00105135 0.00126741 0.000482005 0.00108468 0.00090699 0.00129681 0.00121622 0.00103005 0.00041917 0.00117229 0.000469084 0.000525538 0.00116341 0.00121953 0.0010939 0.000643209 0.00114454 0.000167102 0.00128721 0.0011448 0.00103908 0.00080554 0.00116212 0.0012967 0.00123681 0.0005188
internal_weight=0 590 2531 301 422 2109 289 120 225 1611 197 129 242 498 202 163 175 143 78 91 441 40 1560 87 54 47 110 1450 309 54
internal_count=3121 590 2531 301 422 2109 289 120 225 1611 197 129 242 498 202 163 175 143 78 91 441 40 1560 87 54 47 110 1450 309 54
is_linear=0
shrinkage=0.00196078


Tree=4308
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 2 4 1 1 2 49 150 1 2 50 1 2 1 1 475 15 48 3 52 47 1420
split_gain=56.5798 9.30039 4.93898 4.35212 3.11227 2.83028 1.889 1.9817 1.64126 1.4744 1.47294 1.16318 0.933654 0.945925 0.877667 0.740594 0.665663 0.617708 0.564649 0.53098 0.493765 0.491491 0.456537 0.393388 0.359931 0.355042 0.329933 0.327712 0.312173 0.311457
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 -0.062539999999999984 0.077845000000000011 0.089770000000000016 0.090425000000000019 -0.054984999999999992 1.0000000180025095e-35 0.13436000000000001 -0.0091949999999999983 0.041865000000000006 0.13075500000000004 0.091265000000000013 0.12000500000000001 1.0000000180025095e-35 -0.088274999999999978 -0.41942499999999994 0.087310000000000013 -0.14847999999999997 0.26391000000000003 0.10350500000000001 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 6 8 21 -8 12 15 -9 -5 20 17 -2 26 -12 -14 24 -4 23 -3 -22 -1 -6 -26 -7 29 -16 -25
right_child=1 4 19 11 18 9 7 10 -10 -11 16 -13 13 -15 28 -17 -18 -19 -20 -21 22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0011191602923183617 0.00078591226781928839 0.00049090619521592962 0.00063735036240294095 0.0011665702659208901 0.00020968873013488498 0.0013109239575520061 0.0010790846745173134 0.00095390398647230649 0.0015698840639816348 0.00079256886904724433 0.0005294886072809014 0.0006927259138812562 0.00090045717728259921 0.00079577211852329126 0.0012931731072730634 0.00085236744878358986 0.00021151602609095229 0.0012352966494969468 0.0003897992867058602 0.00029226449578642855 0.0012101783493767568 0.00018822128292526197 0.0015089784127100953 0.0015652723199958338 -0.00022032367778263514 0.00012717024204047289 0.0011532146641135973 0.001156175084770682 0.0010928245411459397 0.0013241092160550761
leaf_weight=38 23 30 60 28 29 60 30 29 76 48 162 69 23 23 67 29 30 268 23 24 308 66 21 21 26 20 340 44 54 1052
leaf_count=38 23 30 60 28 29 60 30 29 76 48 162 69 23 23 67 29 30 268 23 24 308 66 21 21 26 20 340 44 54 1052
internal_value=0 0.000594585 0.000916607 0.00123653 0.000429594 0.00125332 0.000516738 0.000606209 0.00128764 0.00111847 0.000542017 0.000829506 0.00127571 0.00117858 0.00113702 0.00115493 0.000479805 0.00120883 0.000121034 0.000538754 0.00129626 0.00028281 0.00122925 0.00131535 3.86128e-05 -6.92394e-05 0.00117687 0.00132203 0.00120376 0.00132883
internal_weight=0 673 228 2448 445 2351 347 251 1874 477 221 97 1798 314 144 429 192 291 98 84 1484 96 329 1155 75 46 400 1117 121 1073
internal_count=3121 673 228 2448 445 2351 347 251 1874 477 221 97 1798 314 144 429 192 291 98 84 1484 96 329 1155 75 46 400 1117 121 1073
is_linear=0
shrinkage=0.00196078


Tree=4309
num_leaves=31
num_cat=0
split_feature=1 3 1 12 457 2 4 2 51 14 16 1 15 2 3 2 1208 1 150 43 42 0 12 12 4 2 159 474 16 51
split_gain=1.41434 0.229225 0.204731 0.154413 0.150674 0.131558 0.126962 0.12532 0.108462 0.0934326 0.0924019 0.0902642 0.206964 0.089187 0.0826759 0.0945381 0.11057 0.0956692 0.0927643 0.12571 0.0845829 0.402136 0.133207 0.139207 0.101565 0.0992916 0.105079 0.0945723 0.101939 0.115453
threshold=0.10920500000000001 -0.053259999999999995 0.090540000000000023 -0.010834999999999999 0.049680000000000009 0.13404500000000005 0.09173000000000002 0.31358000000000003 -0.18912999999999996 0.062655000000000016 -0.5224049999999999 0.09253500000000002 0.091475000000000015 0.10276500000000001 0.10732000000000001 0.089005000000000015 1.0000000180025095e-35 0.086920000000000011 0.083095000000000016 -0.08076499999999999 0.084835000000000008 -0.078704999999999983 0.083785000000000012 0.084225000000000008 0.0016150000000000003 0.088665000000000008 -0.012679999999999999 0.088985000000000022 -0.0048099999999999992 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 8 9 -2 -3 -5 14 -10 12 -12 -6 15 16 20 18 -17 -20 25 22 -22 -24 -25 26 -1 28 29 -28
right_child=1 7 3 4 13 -7 -8 -9 10 -11 11 -13 -14 -15 -16 17 -18 -19 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.01676988379062655 0.011033289120015171 0.0045338484331223505 0.0058467719091900763 0.017443345764489925 0.0089769822611872642 0.0063525218421555301 0.0056760374397767342 -0.0026613282953174069 0.0039237374151569046 0.014923858778252279 0.011355799991710514 0.011595639569748364 0.00024872852070257067 0.00075948470830917362 0.0053609606889288199 0.010632647149412252 0.018615427063419843 0.0039131857128813863 0.019399476992287515 0.0097231089845299726 0.018810850960047296 -0.0026268254278138991 0.0032162652750100406 0.012145116704187199 0.0050905123141340236 0.019171174307880196 0.0056872268478337937 0.0057893236289205761 0.015892209084371903 0.012210046148638826
leaf_weight=52 90 351 105 23 28 49 87 26 21 81 51 275 25 25 22 773 26 20 29 25 24 21 21 282 22 23 29 23 70 422
leaf_count=52 90 351 105 23 28 49 87 26 21 81 51 275 25 25 22 773 26 20 29 25 24 21 21 282 22 23 29 23 70 422
internal_value=0 0.0054314 0.0110027 0.0092984 0.0101074 0.0114707 0.00840006 0.00403763 0.0107791 0.0115983 0.0103671 0.0107526 0.00770216 0.0051008 0.0114553 0.0115273 0.0121782 0.0107473 0.0109126 0.0149197 0.012009 0.0108128 0.0116215 0.0110906 0.0116346 0.012724 0.0124752 0.0120647 0.0123417 0.0117906
internal_weight=0 554 2567 553 448 2014 177 377 395 1965 372 351 76 53 1884 1862 1015 847 827 54 989 370 349 325 304 619 596 544 521 451
internal_count=3121 554 2567 553 448 2014 177 377 395 1965 372 351 76 53 1884 1862 1015 847 827 54 989 370 349 325 304 619 596 544 521 451
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 4 2 1 0 1 47 4 1 1 0 16 0 4 12 47 0 160 4 50 151
split_gain=41.3526 6.72525 3.99757 3.43998 2.15813 1.86013 1.23533 1.14644 1.14321 1.1189 1.10595 1.1018 0.70916 0.68185 0.74869 0.569103 0.468096 0.624072 0.400014 0.348163 0.427966 0.345533 0.342334 0.294399 0.29251 0.292041 0.343064 0.274918 0.258375 0.249347
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.27287000000000006 0.062655000000000016 0.077845000000000011 0.14285500000000004 0.40473500000000007 0.13501500000000002 0.15964000000000003 -0.10096999999999999 0.085345000000000018 0.078875000000000015 -0.013125 0.093100000000000002 0.075045000000000014 -0.15202999999999997 -0.059624999999999991 -0.019414999999999998 0.0082450000000000006 -1.0000000180025095e-35 0.090100000000000013 -0.079119999999999982 -0.081069999999999989 -0.51253999999999988 0.08461500000000001 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 9 13 -5 23 -6 16 -8 14 19 -16 18 -18 21 -1 -21 -7 25 -4 29 -15 -27 -28 -11 -3
right_child=1 2 6 8 10 11 12 -9 -10 28 -12 -13 -14 22 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014649382464580732 0.0012236745580185063 0.00078323405787620768 0.00059545655113161372 0.001183989549092218 0.0011121574839380647 0.0012068186251117904 0.00038601339445528126 0.0015099540920484635 0.00071221007209163259 0.00020804520556952228 0.00067099719594016546 0.00085207213118088012 5.0126184001590163e-05 0.0012881100432603179 0.00084308894245707677 0.001241997930349088 0.0011355614159550339 0.00083002419695207765 0.0013245558475746828 0.0012790156093664877 0.00095683361728376342 0.00099882252352894644 0.0011263059050429102 0.00087652189889682449 0.00081436882239328693 0.0010467113340725225 0.0014371674839367874 0.0012261258777942091 0.00051597588636236741 0.00058660394852352404
leaf_weight=21 76 29 23 28 74 160 145 70 67 22 31 48 29 1115 44 20 226 29 90 51 23 38 64 38 33 38 26 272 20 171
leaf_count=21 76 29 23 28 74 160 145 70 67 22 31 48 29 1115 44 20 226 29 90 51 23 38 64 38 33 38 26 272 20 171
internal_value=0 0.000673405 0.000605404 0.00121701 0.000748514 0.00123189 0.000430778 0.00126411 0.000851261 0.000600969 0.00098191 0.00113682 0.000330032 0.00125383 0.00113168 0.000967748 0.001162 0.00110081 0.00121617 0.00124211 0.00117888 0.0011669 0.00126665 0.000770546 0.000643336 0.00127284 0.00122217 0.00124454 0.000354679 0.000615115
internal_weight=0 691 615 2430 338 2335 277 1744 95 103 105 591 174 1674 159 64 543 255 288 95 74 198 1515 61 233 1451 336 298 42 200
internal_count=3121 691 615 2430 338 2335 277 1744 95 103 105 591 174 1674 159 64 543 255 288 95 74 198 1515 61 233 1451 336 298 42 200
is_linear=0
shrinkage=0.00196078


Tree=4311
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 14 47 50 48 123 52 160 0 2 12 0 47 4 49 401 3 402 0 42 159 4 16 15 150 124
split_gain=1.35323 0.321607 0.208917 0.135518 0.127415 0.136814 0.121576 0.157167 0.129591 0.112985 0.106185 0.0973484 0.107338 0.0925531 0.0937772 0.0872788 0.184424 0.156635 0.102104 0.0828581 0.08565 0.0791997 0.076448 0.0845945 0.0765676 0.152883 0.107724 0.178779 0.10821 0.0761017
threshold=0.10337500000000001 -0.42635499999999998 0.31370500000000007 0.40124500000000002 0.095545000000000005 0.076975000000000002 0.078345000000000012 0.10616500000000001 -0.081134999999999999 0.084025000000000016 0.048770000000000008 0.05259500000000001 -0.062294999999999996 1.0000000180025095e-35 0.096395000000000022 -0.11173999999999999 0.078875000000000015 0.0033150000000000007 -0.006494999999999999 0.080710000000000018 -0.06977499999999999 0.033490000000000006 -0.23091999999999999 -0.092459999999999987 0.10395500000000001 0.51164000000000009 -0.42170999999999997 -0.41942499999999994 0.096430000000000002 -0.079269999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 15 7 8 -3 19 -4 12 13 14 -8 16 17 18 -1 21 -21 -6 -10 -24 26 -26 -25 -28 -29 -17
right_child=1 2 10 -5 9 -7 11 -9 22 -11 -12 -13 -14 -15 -16 29 -18 -19 -20 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.0065960028719517496 0.011907441661907532 0.012365658585913479 -0.0011234339064474731 0.0031483803833411497 0.01018454408553161 0.015761930821463467 0.016654843495537839 0.012079375927957397 0.0096470281319773719 0.0039015495278421908 0.0057044636249295715 0.014998301183804869 0.0021525683812797071 0.0061165695991367104 0.0076160470447079708 0.0067250351703753977 0.017154492916805403 0.011049654214065927 -0.0025685505103319886 0.0019009031821042299 0.010761629046173768 0.016183765491713648 0.0096555077216841975 0.0058575303623146042 0.013264773688500837 0.0029673703267927404 -0.0078671419434249417 0.0033682939452863467 -0.0044033384615821498 0.01157802200283636
leaf_weight=31 82 20 69 22 509 71 24 30 23 31 34 20 29 50 22 33 21 46 20 24 20 23 22 63 21 46 20 122 21 1552
leaf_count=31 82 20 69 22 509 71 24 30 23 31 34 20 29 50 22 33 21 46 20 24 20 23 22 63 21 46 20 122 21 1552
internal_value=0 0.00601328 0.00525334 0.0109609 0.0110331 0.011461 0.00605007 0.0051268 0.00454419 0.00978247 0.00113044 0.00852061 0.00748418 0.00909477 0.0123319 0.0112816 0.00865791 0.00681845 0.00300206 0.010099 0.00592851 0.0104439 0.00408138 0.003675 0.00322595 0.00619491 0.00234577 0.00098846 0.00222701 0.011477
internal_weight=0 718 636 2403 2381 1774 533 388 358 607 103 145 125 96 46 1703 118 97 51 576 44 532 338 315 293 67 226 163 143 1585
internal_count=3121 718 636 2403 2381 1774 533 388 358 607 103 145 125 96 46 1703 118 97 51 576 44 532 338 315 293 67 226 163 143 1585
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=31
num_cat=0
split_feature=1 52 3 124 42 43 2 2 9 0 10 11 41 52 10 4 3 16 14 0 157 150 16 15 4 0 133 16 151 1455
split_gain=1.09612 0.263648 0.166971 0.114759 0.122285 0.108755 0.106 0.103123 0.162121 0.118043 0.107021 0.0898822 0.0880482 0.0860102 0.0844263 0.083169 0.0828221 0.078844 0.0776236 0.0728477 0.201635 0.258987 0.166519 0.131129 0.108601 0.112182 0.107021 0.101769 0.0839334 0.0822452
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 -0.0060199999999999993 -0.080324999999999994 0.13404500000000005 0.11682500000000001 -1.0000000180025095e-35 -0.14001499999999997 0.069930000000000006 0.095720000000000013 0.08690500000000001 0.048770000000000008 -0.0026549999999999994 -0.010384999999999998 0.0022600000000000003 0.13751500000000003 0.062655000000000016 -0.10836499999999999 -0.067349999999999979 0.081835000000000019 -0.034884999999999992 -0.11033999999999998 0.022185000000000003 -0.099059999999999995 0.11524500000000001 -0.29154999999999992 -0.0083949999999999979 0.086925000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 -1 -6 11 8 14 16 15 18 -9 -4 -3 -11 -10 -8 19 20 -5 22 23 -22 25 -21 29 -25 -23 -26
right_child=1 2 13 6 5 -7 17 12 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 24 21 28 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.010791843582708868 0.010572604776959567 0.0045496093074854629 -0.0010110904429735535 -0.0013284858968108893 0.0068610432874670049 -0.0021942377933079288 0.0017834328666881281 0.0030864867575678082 0.0010112635704821774 0.014502566077403332 0.0038456205374978744 0.0034315498918294908 0.0098997061695193962 0.0051340172204243787 -0.0032862666901201012 0.0089587089666314026 0.0073281529112992922 0.0098481515422463427 0.013285209598963139 0.017118432886898519 0.01359605016373098 0.0071762140454917122 0.020071196531699528 0.010958406198769808 0.0080058087929393406 0.010372596471552191 0.0019594430627946097 0.00087033726449590185 -0.00081845833531891314 0.014877113779075444
leaf_weight=39 87 44 69 20 36 21 27 196 35 38 29 20 21 34 20 94 51 22 77 25 50 29 21 20 135 1771 26 20 24 20
leaf_count=39 87 44 69 20 36 21 27 196 35 38 29 20 21 34 20 94 51 22 77 25 50 29 21 20 135 1771 26 20 24 20
internal_value=0 0.00541195 0.00470042 0.00986478 0.00647709 0.00352489 0.0100058 0.00541889 0.00658626 0.00774846 0.00934621 0.0101056 0.00374583 0.00101739 0.0021009 0.0105547 0.00475733 0.00540433 0.0101653 0.0100541 0.00815092 0.00930695 0.0120529 0.010182 0.0102312 0.0104665 0.00789653 0.00591437 0.00355599 0.00889243
internal_weight=0 718 631 2403 96 57 2307 528 311 247 161 2258 217 103 64 132 86 49 2238 2161 184 164 111 90 1977 1796 181 40 53 155
internal_count=3121 718 631 2403 96 57 2307 528 311 247 161 2258 217 103 64 132 86 49 2238 2161 184 164 111 90 1977 1796 181 40 53 155
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=31
num_cat=0
split_feature=1 52 2 52 51 15 393 41 1210 475 3 52 132 15 48 1429 3 0 1447 1447 42 12 12 52 4 15 150 480 15 3
split_gain=0.887856 0.21624 0.150962 0.100142 0.112834 0.0992976 0.120581 0.117277 0.0983554 0.121216 0.128238 0.188159 0.0966411 0.130506 0.229814 0.0873971 0.109913 0.0889711 0.0842936 0.12588 0.0761738 0.0755895 0.0928917 0.0746766 0.115322 0.072186 0.0900526 0.072149 0.0842922 0.147022
threshold=0.10337500000000001 -0.52606999999999993 0.14753000000000002 0.12492500000000002 -0.42247999999999991 0.040760000000000005 0.086030000000000009 0.075585000000000013 -0.078184999999999991 -0.084169999999999981 -0.15447499999999995 -0.083374999999999991 0.08764000000000001 -0.41396999999999995 0.085790000000000019 -0.069929999999999978 0.090900000000000009 -0.15931499999999996 -0.086059999999999984 -0.085024999999999989 0.10256000000000001 0.11734000000000001 0.10016000000000001 -0.016949999999999996 -0.008819999999999998 -0.24436499999999997 0.12314500000000002 1.0000000180025095e-35 0.09006500000000002 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 8 18 -1 23 11 -11 13 -4 -15 -12 17 -17 -7 -20 -19 22 25 -10 -25 -6 -27 28 29 -21
right_child=1 2 12 -5 21 7 -8 -9 9 10 15 -13 -14 14 -16 16 -18 20 19 27 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014576082932762802 0.010371304872947244 0.010359827730571852 0.0050126419598840316 0.0081884583887932381 0.0022676680674278784 0.013871429361752237 0.0012597306941946349 0.014754422259561362 0.0093911088633185803 0.010933532956100646 0.012359409138578206 -0.0010397289141214322 0.0060693590835269005 -0.011740891125407958 0.0014224086050590914 0.014249790320172907 0.0047398478493769925 0.0085915200775806364 0.0015296087788772726 0.0097215991900932268 0.005075872868799897 0.008855313420838987 -0.0011218764658740446 0.017621850378482656 0.0093233838479853028 0.0058573809940511909 -0.00087190907956524342 0.013460853827901458 0.0081973819470832782 0.018469390049576758
leaf_weight=20 65 30 27 84 131 40 24 42 124 21 52 35 28 21 36 26 86 769 21 488 67 30 37 34 33 207 22 41 460 20
leaf_count=20 65 30 27 84 131 40 24 42 124 21 52 35 28 21 36 26 86 769 21 488 67 30 37 34 33 207 22 41 460 20
internal_value=0 0.00487075 0.00432323 0.00501504 0.00443174 0.00887831 0.00828171 0.00957094 0.00841472 0.0085263 0.008107 0.00345024 0.00098153 -0.000714413 -0.00342723 0.00836777 0.00814882 0.00848893 0.00936747 0.00919256 0.00830976 0.00401525 0.0036495 0.0108446 0.0135345 0.00413989 0.0052109 0.00935205 0.00917802 0.010066
internal_weight=0 718 653 541 457 2403 1291 1112 1267 1247 1056 56 112 84 57 1000 948 862 1070 1030 836 427 397 191 67 360 229 1009 968 508
internal_count=3121 718 653 541 457 2403 1291 1112 1267 1247 1056 56 112 84 57 1000 948 862 1070 1030 836 427 397 191 67 360 229 1009 968 508
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 47 4 2 1 16 1 0 49 4 1 4 0 3 160 1 52 10 2 14 4 52 4 16 3
split_gain=50.8095 8.14225 4.92732 4.13309 2.84174 1.85727 1.7699 1.63504 1.31044 1.1323 1.11932 0.926072 0.756447 1.32419 0.821262 0.613956 0.509133 0.674263 0.507854 0.625401 0.472935 0.428079 0.389134 0.434752 0.376681 0.376511 0.373132 0.501404 0.449829 0.352795
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.099185000000000009 0.062655000000000016 0.085505000000000012 0.27834500000000006 0.14122000000000004 0.09253500000000002 -0.040964999999999994 0.16540500000000002 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083135000000000014 -0.55119499999999988 -0.079119999999999982 -0.097174999999999984 -0.016279999999999996 0.13210500000000003 -0.56176499999999996 -1.0000000180025095e-35 0.10855000000000002 -0.23083499999999998 -0.03898999999999999 0.039215000000000007 0.24564500000000003 0.013515000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 5 12 11 25 21 -5 -8 20 13 15 16 -1 -14 -18 19 -19 -3 -6 -2 -24 -25 -4 27 -23 -28 -17
right_child=1 6 7 9 8 -7 10 -9 -10 -11 -12 -13 14 -15 -16 29 17 18 -20 -21 -22 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0014242670780646425 0.00065984500562954766 0.00073419753864759649 0.0015113333759894018 0.0013287773003507375 0.0015675766476547866 0.0017931802530837379 0.00063778082060857383 0.00090989523236528205 0.00098584222432274052 0.00088223006105698858 0.001117871341362498 0.00011674779814455506 0.0017999396179661606 0.0016825127835367239 0.0013237795664691457 0.0009127594468494257 0.0015234935701074091 0.00098788117661195653 0.0014641824292988333 0.0013908782682346649 0.00049215413864160879 0.0013118834349545451 0.0010117557946962583 0.00099856077154696576 0.00075528743823633426 0.0012959355662603544 0.0014604165825956299 0.00099284539258335386 0.0012198837416863668 0.0012200293439465135
leaf_weight=46 39 39 52 34 33 76 43 36 41 61 33 22 22 35 104 20 1140 20 309 57 152 193 61 32 104 78 128 21 39 51
leaf_count=46 39 39 52 34 33 76 43 36 41 61 33 22 22 35 104 20 1140 20 309 57 152 193 61 32 104 78 128 21 39 51
internal_value=0 0.000840387 0.00102085 0.00144296 0.00145927 0.00149292 0.000589356 0.00127969 0.00132022 0.00104205 0.000846241 0.000497698 0.00148027 0.0013479 0.00149245 0.0012478 0.00150378 0.00149951 0.00142868 0.0012862 0.000541577 0.00135334 0.000838792 0.000874218 0.000812528 0.00138209 0.00133478 0.00128058 0.00140424 0.00113347
internal_weight=0 691 402 2430 2335 1880 289 166 455 95 76 213 1804 152 1652 117 1548 1526 386 77 191 414 236 197 136 130 381 214 167 71
internal_count=3121 691 402 2430 2335 1880 289 166 455 95 76 213 1804 152 1652 117 1548 1526 386 77 191 414 236 197 136 130 381 214 167 71
is_linear=0
shrinkage=0.00196078


Tree=4315
num_leaves=31
num_cat=0
split_feature=1 52 1 46 2 457 9 0 16 52 15 4 10 2 11 12 16 123 132 3 13 2 3 16 4 483 15 3 131 472
split_gain=0.915205 0.240668 0.146879 0.141107 0.111178 0.157567 0.152751 0.11002 0.117308 0.106919 0.104558 0.101268 0.100405 0.0986913 0.0915126 0.143 0.109439 0.0877991 0.0734161 0.0722331 0.101885 0.0916022 0.086091 0.182831 0.0834358 0.0778948 0.0719626 0.0683778 0.0662784 0.0735407
threshold=0.10312500000000001 -0.40967499999999996 0.14860500000000001 0.081930000000000017 0.11362000000000001 0.094310000000000019 -1.0000000180025095e-35 -0.019414999999999998 -0.25582999999999995 -0.080114999999999978 -0.41942499999999994 0.40124500000000002 -0.0087699999999999983 0.10005000000000001 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 0.11679000000000002 0.091275000000000009 -0.0069549999999999994 -0.080344999999999986 0.10803500000000001 -0.10831999999999999 0.38525000000000004 0.052250000000000012 -0.06916499999999999 -0.0088349999999999974 -0.092984999999999984 0.091440000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 28 3 4 5 6 12 8 -4 -8 -11 13 -3 14 -1 16 -16 18 26 20 24 -21 23 -22 -15 -24 -6 -12 29 -2
right_child=1 2 7 -5 17 -7 9 -9 -10 10 27 -13 -14 19 15 -17 -18 -19 -20 21 22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0093572432637852726 0.0074224862569410889 0.006203838309350734 -0.001849060399796475 0.012288034386001527 0.0049602123870911823 -0.0026289440481923523 0.0036772348462060715 -0.0050872094741162771 0.0087328041286673409 0.0041957559582910366 0.015733259655535219 0.0023917672642379661 -0.0019776460058831924 0.015032916630642781 0.010420167541763347 0.0052046850811512703 0.018033372874587502 -0.0031141928020155148 -0.0021583027145970846 0.0078876781320675864 -0.0027081895781599957 0.0006151400634954716 0.0029896175214768547 0.0093246107139358572 0.0078388005291344601 0.0089815163962487388 -0.00011745406611060556 0.0093722780749368392 0.0048647662228904669 0.014038696464905071
leaf_weight=1833 28 30 22 25 181 20 48 26 20 35 20 22 30 38 35 21 41 21 20 43 23 29 24 28 28 226 33 109 20 42
leaf_count=1833 28 30 22 25 181 20 48 26 20 35 20 22 30 38 35 21 41 21 20 43 23 29 24 28 28 226 33 109 20 42
internal_value=0 0.00509976 0.00441887 0.0049412 0.00460543 0.0059377 0.0065676 2.51369e-05 0.00318992 0.00782831 0.00904326 0.0091451 0.0021131 0.00920782 0.00951565 0.012509 0.0145273 0.00307984 0.00363571 0.00785449 0.00842265 0.00495846 0.00764244 0.00389805 0.0119809 0.00840629 0.00417721 0.0103585 0.00994167 0.0113922
internal_weight=0 730 640 572 547 292 272 68 42 212 164 2391 60 2369 1930 97 76 255 234 439 367 72 301 51 66 250 214 129 90 70
internal_count=3121 730 640 572 547 292 272 68 42 212 164 2391 60 2369 1930 97 76 255 234 439 367 72 301 51 66 250 214 129 90 70
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 1 2 2 2 475 454 2 50 1 1 1 2 150 4 0 13 40 475 52 52 1 49
split_gain=58.9699 7.25068 6.43074 4.51313 3.72236 3.06858 2.78508 1.87622 1.69391 1.57385 1.62642 1.53356 0.90052 0.83191 0.723919 0.633115 0.623517 0.549341 0.540972 0.589924 0.51524 0.489172 0.462963 0.419449 0.423763 0.411132 0.434052 0.407835 0.956513 0.400512
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.10045500000000002 0.076175000000000007 0.09253500000000002 -1.0000000180025095e-35 0.10803500000000001 0.14960000000000004 -0.066784999999999983 1.0000000180025095e-35 0.11411 0.041865000000000006 0.12958500000000003 0.12000500000000001 0.089625000000000024 0.087625000000000022 0.084120000000000014 -0.51843499999999987 -0.087319999999999995 -1.0000000180025095e-35 -0.063404999999999989 -0.088274999999999978 0.25317500000000004 -0.55061999999999989 0.10124500000000002 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 14 9 7 13 -4 17 16 12 -8 18 -2 -7 -11 -3 19 25 -20 -21 -22 24 -12 -1 -27 -14 -29 -10
right_child=1 5 8 -5 -6 15 11 -9 29 10 23 -13 27 -15 -16 -17 -18 -19 20 21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.001311104378120147 0.0013962713437820232 0.00076235497349057507 0.0013683459851482609 0.00087132472455631418 0.00075604858293450248 0.00024022052411501314 0.0015950508097738818 0.0018306576351127403 0.0009788787178695202 0.0013910405112035347 0.00083795278396765109 0.00089765184476050142 0.0015807902955801139 0.0011302234272774305 0.00098467173091336792 0.00061208917922122002 0.00091268351118938603 0.00041594167384238073 0.0014805078199883314 0.0017920287244237549 0.0010321761491507583 0.0014881881427519993 0.001444369774982466 0.00085068983357159691 0.00056903347400914968 0.0015918603564766419 0.0013387615059975184 0.0013581760382342816 0.00093511235012063581 0.00069583585425603311
leaf_weight=22 92 24 34 45 74 75 68 77 40 22 33 26 27 21 20 23 20 66 289 21 20 681 22 70 71 741 27 311 22 37
leaf_count=22 92 24 34 45 74 75 68 77 40 22 33 26 27 21 20 23 20 66 289 21 20 681 22 70 71 741 27 311 22 37
internal_value=0 0.000776949 0.00146532 0.00148648 0.0010973 0.00062946 0.00149814 0.00153078 0.00100383 0.000726168 0.000816938 0.00136002 0.00138811 0.00151826 0.00132277 0.000327496 0.00116325 0.000508319 0.00152273 0.00153864 0.00145102 0.00149728 0.00124809 0.000733345 0.000654364 0.00157539 0.00158296 0.00134902 0.00133023 0.000842871
internal_weight=0 590 2531 2420 186 404 2375 1921 111 306 216 454 428 1844 112 98 42 90 1823 1492 331 702 42 174 104 790 768 360 333 77
internal_count=3121 590 2531 2420 186 404 2375 1921 111 306 216 454 428 1844 112 98 42 90 1823 1492 331 702 42 174 104 790 768 360 333 77
is_linear=0
shrinkage=0.00196078


Tree=4317
num_leaves=31
num_cat=0
split_feature=1 52 1 43 160 12 131 483 12 4 2 0 2 16 124 42 131 12 480 157 0 4 0 475 16 129 43 13 42 3
split_gain=0.958456 0.249459 0.161318 0.124104 0.108606 0.0943063 0.0956296 0.104132 0.121875 0.104605 0.0914904 0.0905137 0.142408 0.112611 0.0891126 0.13197 0.0863343 0.0770006 0.123169 0.0983574 0.12647 0.111628 0.107633 0.0863342 0.129332 0.101757 0.0924035 0.0844892 0.0857952 0.111713
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.084740000000000024 -0.4136149999999999 0.11472500000000001 0.095715000000000008 0.085510000000000017 0.096475000000000019 0.50500500000000004 0.15109000000000003 -0.10474999999999998 0.25063000000000007 -0.43320999999999993 -0.076779999999999987 -0.0041849999999999986 0.09172000000000001 0.090285000000000018 -0.03031 -0.08107499999999998 -0.081459999999999991 0.033845000000000007 -0.097024999999999986 -0.066784999999999983 -0.0051099999999999991 0.10484500000000001 0.064745000000000011 -0.079299999999999995 -0.013389999999999997 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 6 7 8 -6 -9 14 13 16 -4 15 -1 -13 -16 -19 20 -20 22 -21 -24 25 26 27 -25 -29 -30
right_child=1 2 11 -5 5 -7 -8 9 -10 -11 -12 12 -14 -15 17 -17 -18 18 19 21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.010430947980001713 0.0099893453397432025 0.012318876143544913 0.001154098331850643 0.011047202856034825 0.0038862556293569801 0.010520072569380756 0.0097738631370086829 0.012483949607876303 -0.0033676576409488916 0.0037603447130615157 0.0028705470796142308 0.0039168225466864005 -0.0062392513845115904 0.011314160401234404 0.010089139430783156 0.002352579194121063 -0.0035213845083490016 0.0011320833861827851 0.0098507641442120084 0.015409066993743182 -0.0013951275951694698 0.0067556818000296739 0.013461669132700011 0.014085230288011105 0.0068425874525950437 0.016918302504789262 0.0066601967868431438 0.011716743247234263 0.0019241597464618584 0.0093681792602948247
leaf_weight=39 102 20 24 38 315 27 31 27 25 28 21 71 25 20 1364 42 20 20 20 33 20 142 52 55 166 21 77 126 24 126
leaf_count=39 102 20 24 38 315 27 31 27 25 28 21 71 25 20 1364 42 20 20 20 33 20 142 52 55 166 21 77 126 24 126
internal_value=0 0.00538178 0.00468138 0.005549 0.00510728 0.00478889 0.00442565 0.00400591 0.00335288 0.00804284 0.00944149 0.00191042 0.000445564 0.00577231 0.00950078 0.00624216 0.00228205 0.0096183 0.00889016 0.00907017 0.00422782 0.0093058 0.00983833 0.00955419 0.0092127 0.0101298 0.0097804 0.0105062 0.00979304 0.00817714
internal_weight=0 773 671 511 473 453 426 395 340 55 2348 160 116 44 2327 81 91 2246 882 862 40 822 680 647 595 429 408 331 276 150
internal_count=3121 773 671 511 473 453 426 395 340 55 2348 160 116 44 2327 81 91 2246 882 862 40 822 680 647 595 429 408 331 276 150
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 1 2 4 4 2 3 1 150 2 2 2 39 4 4 4 1 0 475 52 159 150 2 3
split_gain=83.4392 13.201 7.58761 6.56366 4.79939 4.72174 2.79319 2.2454 2.09488 1.99026 1.89354 1.87165 1.39706 1.08168 1.01215 0.95875 0.743095 0.691634 0.614985 0.53436 0.52707 0.515933 0.472455 0.696581 0.459631 0.418419 0.398109 0.480586 0.404532 0.372837
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.27834500000000006 0.40945500000000007 0.14960000000000004 0.30112000000000005 0.089770000000000016 1.0000000180025095e-35 0.090425000000000019 -0.0091949999999999983 0.087625000000000022 0.087690000000000004 0.057560000000000007 -0.036839999999999991 -0.51843499999999987 0.076935000000000017 -0.030209999999999997 -0.088274999999999978 0.25317500000000004 0.080005000000000007 1.0000000180025095e-35 0.11263500000000001 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 5 4 6 26 13 -5 10 -7 12 14 18 17 19 16 -15 24 -4 22 -2 -19 23 -6 -1 -26 27 28 -3 -12
right_child=1 2 8 7 11 9 -8 -9 -10 -11 29 -13 -14 15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016128061156646877 0.0018995876312255858 0.001288936943655797 0.0012796055406362771 0.0016894289409481807 0.0017215706822603042 0.0016491491911796794 0.0022072587778977173 0.0010641808937243719 0.00032070434842320917 0.0010575252110321147 0.00084977648166172646 0.0011086555183787872 0.00054658153451275272 0.0014242153440086839 0.0012840271088076225 0.0013997131013143561 0.0017914698427319003 0.0021110240317860234 0.0008966369601357885 0.0015507928248436878 0.001546087831843133 0.0017990505814730743 0.0018592127306120735 0.0014162105907747284 0.0019088388659985237 0.0016603918744761094 0.00083334757572570031 0.00090246454907638338 0.00099315785528982371 0.00055913864920262757
leaf_weight=22 50 32 38 34 185 69 79 63 54 32 20 26 22 23 27 31 268 21 28 97 24 691 70 34 750 27 74 78 40 112
leaf_count=22 50 32 38 34 185 69 79 63 54 32 20 26 22 23 27 31 268 21 28 97 24 691 70 34 750 27 74 78 40 112
internal_value=0 0.00100363 0.000907107 0.00178319 0.00180381 0.00110974 0.00184626 0.00128334 0.000666762 0.0014617 0.000751703 0.00161892 0.000974496 0.0018307 0.00165105 0.00172752 0.00176244 0.00185269 0.00111713 0.00167672 0.00178494 0.00180825 0.00171898 0.00167416 0.00189229 0.00190021 0.000951037 0.0010091 0.00112462 0.000603175
internal_weight=0 673 599 2448 2351 325 1912 97 274 101 220 439 88 1833 413 322 291 1511 66 386 74 712 289 219 799 777 224 150 72 132
internal_count=3121 673 599 2448 2351 325 1912 97 274 101 220 439 88 1833 413 322 291 1511 66 386 74 712 289 219 799 777 224 150 72 132
is_linear=0
shrinkage=0.00196078


Tree=4319
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 2 11 47 11 2 2 4 1 1 1 4 0 15 12 4 0 0 10 2 1 1
split_gain=65.4426 11.0409 6.34989 6.22963 4.41222 3.20963 2.70711 2.55695 2.11756 1.8857 1.27895 1.24204 0.901115 0.774069 0.736146 0.641935 0.795224 0.623981 0.613243 1.00694 0.511456 0.455214 0.38952 0.388307 0.379746 0.611262 0.357827 0.554855 0.32539 0.300785
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088305000000000008 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.40473500000000007 0.090425000000000019 1.0000000180025095e-35 0.13148500000000005 1.0000000180025095e-35 0.094835000000000017 0.17025000000000004 -0.17966999999999997 0.12337000000000002 0.087135000000000004 0.089770000000000016 -0.087894999999999987 -0.097024999999999986 -0.059484999999999989 0.095780000000000018 -0.036839999999999991 -0.23194499999999998 -0.11173999999999999 -1.0000000180025095e-35 0.10497000000000002 0.15799000000000005 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 15 6 9 13 29 10 17 14 18 -1 -4 -3 26 24 22 -20 -19 -15 -11 -2 -5 -26 -17 -28 -16 -6
right_child=1 2 11 5 8 -7 -8 -9 -10 12 -12 -13 -14 21 28 16 -18 20 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0017183562569308964 0.0017250230370783339 0.0011559365879671246 0.00052874334090654445 0.0019557056649058473 0.0015573539233135782 0.00093002970166066107 0.0011039157201016036 0.00092326047729449903 0.00087349642398771969 0.0015932967898502847 0.0019371286833781273 0.00095880345715319403 0.0017597044665285677 0.0014639920201794856 0.00037517983228964422 0.00064871345271019874 0.00062077556833119282 0.0013824311976099565 0.0016132563352584839 0.0011002801252666869 0.0016190878370421508 0.0010899569859160459 0.0014985525601129666 0.0014072974634215054 0.0014320896966849538 0.0016926007130382747 0.0011714433814507717 0.00084548181375755844 4.5202381032354687e-05 0.0013220880980844851
leaf_weight=26 50 20 108 20 39 26 38 69 38 384 68 20 76 29 27 28 76 39 28 31 352 22 295 21 36 909 23 158 20 45
leaf_count=26 50 20 108 20 39 26 38 69 38 384 68 20 76 29 27 28 76 39 28 31 352 22 295 21 36 909 23 158 20 45
internal_value=0 0.000899752 0.000813503 0.00159014 0.000942423 0.00161505 0.00162288 0.00119738 0.00125757 0.00163169 0.00167472 0.000498939 0.00155641 0.00144301 0.000439601 0.000816364 0.000792534 0.00166156 0.00153547 0.00134373 0.00159548 0.00130264 0.00155213 0.00163105 0.00168834 0.00168268 0.000854992 0.000886902 0.000234764 0.00143132
internal_weight=0 673 602 2448 427 2302 2276 146 122 2238 1424 175 814 77 155 305 285 1356 738 59 391 51 679 71 965 945 209 181 47 84
internal_count=3121 673 602 2448 427 2302 2276 146 122 2238 1424 175 814 77 155 305 285 1356 738 59 391 51 679 71 965 945 209 181 47 84
is_linear=0
shrinkage=0.00196078


Tree=4320
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 47 50 48 160 0 4 12 1 475 157 475 12 1375 0 14 2 123 1 0 1 16 480 475 475 2
split_gain=1.31504 0.317529 0.186834 0.12572 0.123475 0.106703 0.136488 0.109268 0.0891447 0.0973142 0.0896638 0.0891327 0.0857584 0.0819792 0.130945 0.101442 0.125061 0.0930562 0.0795705 0.0788813 0.0768959 0.0800898 0.0715424 0.10694 0.144978 0.0710028 0.0696318 0.0963713 0.196471 0.0835236
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092120000000000021 0.078345000000000012 0.10616500000000001 -0.081134999999999999 0.05259500000000001 -0.061629999999999997 0.41257000000000005 -0.42850999999999995 0.13501500000000002 -0.088274999999999978 -0.0080549999999999979 -0.085684999999999997 0.083935000000000023 -0.090674999999999992 -0.23091999999999999 -0.47013499999999991 0.15109000000000003 0.084025000000000016 0.091450000000000017 -0.073309999999999986 0.097115000000000021 -0.010264999999999998 -0.085809999999999984 -0.084144999999999984 -0.082449999999999982 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 13 6 7 -3 9 10 -7 -4 -13 14 -1 16 -15 25 -9 -20 21 -6 26 -24 -25 -17 -19 -28 -29 -30
right_child=1 2 11 -5 20 8 -8 18 -10 -11 -12 12 -14 15 -16 17 -18 22 19 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=0.0029837278636275898 0.011866439423627324 0.012062886966159567 0.0057218222745827269 0.003629408349198374 0.010610613095311869 0.010496868421854098 0.011790817735656616 0.010140162098990836 0.014802662911824882 0.0017390093268540626 0.0031452102542278318 0.0037555864945586236 -0.0034601999243022877 0.011871592720854097 0.012832389716748839 0.0027416931604966523 0.021311178415082399 0.01706630682539461 0.0098290415480732918 0.0036240302633350377 0.004237288662365505 0.006068947157118379 0.011446002281660516 0.0016793710893640915 0.012366972235031427 0.011168007883243264 0.016846270123642173 0.0032591694965958596 0.013048432952736014 0.011305605827715722
leaf_weight=27 90 20 35 22 733 79 31 23 20 23 21 28 40 32 27 20 25 28 22 298 21 41 154 30 22 20 40 26 481 642
leaf_count=27 90 20 35 22 733 79 31 23 20 23 21 28 40 32 27 20 25 28 22 298 21 41 154 30 22 20 40 26 481 642
internal_value=0 0.00630485 0.00552275 0.011154 0.0112239 0.00627104 0.00542182 0.00487791 0.00861086 0.00760406 0.00895302 0.00162148 -0.000488994 0.011737 0.00790806 0.011873 0.0160118 0.0117117 0.00445896 0.00405062 0.010208 0.01037 0.0118455 0.010122 0.00620105 0.00695485 0.0121372 0.0120211 0.0118531 0.0120521
internal_weight=0 730 640 2391 2369 537 394 363 143 123 100 103 68 1574 54 1520 57 1463 343 320 795 774 1423 206 52 40 1217 1189 1149 1123
internal_count=3121 730 640 2391 2369 537 394 363 143 123 100 103 68 1574 54 1520 57 1463 343 320 795 774 1423 206 52 40 1217 1189 1149 1123
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=31
num_cat=0
split_feature=1 52 1 1 484 12 15 4 12 52 2 0 2 0 16 43 16 148 15 2 48 42 1 0 14 12 147 48 1446 15
split_gain=1.06931 0.180437 0.164228 0.154164 0.155522 0.159239 0.175728 0.124593 0.115594 0.148535 0.111346 0.121552 0.103719 0.205449 0.099248 0.15506 0.098336 0.0949312 0.11158 0.125076 0.15286 0.0942833 0.125733 0.0781107 0.0770148 0.0716816 0.0682282 0.0811077 0.150558 0.132479
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.090540000000000023 -0.020124999999999994 0.094835000000000017 0.11773500000000002 -0.16363499999999997 0.09334000000000002 0.40674500000000008 0.09358000000000001 -0.067624999999999977 0.10644500000000001 0.034820000000000011 -0.36241499999999999 -0.080324999999999994 -0.11118499999999999 -1.0000000180025095e-35 -0.077219999999999983 0.11548000000000001 0.13252500000000003 0.089390000000000011 0.09202500000000001 -0.07384499999999998 0.062655000000000016 0.11472500000000001 0.090335000000000013 0.090720000000000009 0.111445 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 12 -5 6 7 -6 9 10 11 21 24 -14 -12 -16 -4 -3 25 23 -21 -9 -23 -20 26 -19 27 28 -1 -29
right_child=1 2 16 4 5 -7 -8 8 -10 -11 14 -13 13 -15 15 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.010567799748261948 0.010763184700175772 0.00078810569933719101 0.0032593220296000844 0.013966250754670593 0.01125628429270068 0.01066705222878301 0.015870662163943054 0.010668311098590495 -0.0016551669332243149 0.013558296913591526 0.0068336117433429495 0.00099540732514399768 0.0094159222694076092 0.00046612104794395897 0.0055727870175332735 -0.0039172219203060703 -0.0047433247052790003 0.0041116199730244244 0.015559581782387491 -0.00083525108012299132 0.010793275811010972 0.010108780514981066 -0.00096999494009651253 0.0084953014903941144 0.013586067551877933 0.010184551912936428 0.0047461728631917922 0.011271524416353507 0.017723885152566558 0.0055334482459129947
leaf_weight=1471 50 45 34 46 43 147 20 75 21 24 41 26 222 29 33 36 28 261 24 26 20 21 20 45 80 21 21 79 30 82
leaf_count=1471 50 45 34 46 43 147 20 75 21 24 41 26 222 29 33 36 28 261 24 26 20 21 20 45 80 21 21 79 30 82
internal_value=0 0.0050334 0.00446497 0.00987771 0.00839878 0.00789365 0.00676117 0.00622532 0.00549693 0.00604111 0.00532519 0.00717527 0.0102838 0.00838188 0.00293691 0.000621478 -0.000354776 0.00514104 0.00563445 0.00825972 0.00422063 0.00856041 0.0047045 0.0109524 0.0105546 0.00456386 0.0104105 0.010482 0.0107108 0.00834903
internal_weight=0 554 504 2567 553 507 360 340 297 276 252 142 2014 251 110 69 62 442 397 115 46 116 41 69 1763 282 1683 1662 1501 161
internal_count=3121 554 504 2567 553 507 360 340 297 276 252 142 2014 251 110 69 62 442 397 115 46 116 41 69 1763 282 1683 1662 1501 161
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=31
num_cat=0
split_feature=1 1 457 12 10 0 12 34 2 10 0 4 13 48 51 2 4 14 133 0 447 12 479 147 13 0 475 475 475 12
split_gain=0.873256 0.220382 0.143622 0.130979 0.11934 0.126298 0.11083 0.107787 0.113771 0.129891 0.091693 0.0888022 0.0949227 0.0990346 0.0980128 0.087256 0.15701 0.0913678 0.0806828 0.0810083 0.0784253 0.0970679 0.077054 0.0751512 0.0708523 0.0662771 0.0651283 0.160304 0.0987671 0.17239
threshold=0.11829500000000003 0.094385000000000011 0.079590000000000008 -0.086254999999999984 -0.005834999999999999 -0.019414999999999998 -0.088589999999999988 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -0.14723999999999998 0.033845000000000007 -0.41572999999999993 0.083685000000000009 -0.16666999999999996 0.10644500000000001 -0.069389999999999993 0.062655000000000016 -1.0000000180025095e-35 -0.036484999999999997 0.087750000000000009 -0.089199999999999988 0.098035000000000011 0.089365000000000014 -0.041739999999999992 -0.10011499999999998 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 10 5 6 -2 -6 9 -9 -3 12 -5 14 -14 17 -17 22 -10 24 21 -4 23 26 -20 -26 27 -1 29 -28
right_child=4 2 20 11 7 -7 -8 8 18 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.010662731522960323 0.0080819061533971264 -0.0012480467185378074 0.0060685300804574844 0.0033604001471151911 -0.0024435409300384067 -0.0063809630058875135 -0.0010811957509510896 0.010068116689277911 -0.001818708784878254 0.0020922285588939899 0.0065100590501410462 0.0062835186316598478 0.015151191366991648 0.01472173717653228 0.0083749805301442312 0.00052443994996980922 0.0083364656179982007 0.01266232752577817 0.0015790036971580616 0.010241455449722707 0.0078012147721641797 -0.0016487436440701668 0.0050870495393525728 0.0044075645723690594 0.0031177029162645343 0.010841002591187136 0.0084157415988067013 0.00029661280658239357 0.0094388898156915341 0.020300865610656534
leaf_weight=35 22 25 28 24 21 22 33 69 25 29 39 140 24 37 193 29 228 83 79 20 29 39 43 30 25 20 26 26 1655 23
leaf_count=35 22 25 28 24 21 22 33 69 25 29 39 140 24 37 193 29 228 83 79 20 29 39 43 30 25 20 26 26 1655 23
internal_value=0 0.00872477 0.00698891 0.0076924 0.00351964 2.26141e-05 0.00258405 0.0044546 0.00499715 0.0077079 0.00347955 0.00833743 0.00937178 0.00993978 0.00912442 0.00918543 0.00745495 0.00941694 0.00342524 0.00433565 0.0034568 0.00157639 0.00927039 0.0093706 0.0033831 0.00655028 0.00945496 0.00624439 0.00956989 0.0139945
internal_weight=0 2756 578 482 365 77 55 288 267 98 64 418 278 254 217 2178 257 1921 169 144 96 67 1838 1795 124 45 1765 61 1704 49
internal_count=3121 2756 578 482 365 77 55 288 267 98 64 418 278 254 217 2178 257 1921 169 144 96 67 1838 1795 124 45 1765 61 1704 49
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 15 4 4 1 11 13 15 4 2 15 160 0 475 47 1 4 1 159 1 1213 15 43 47 14
split_gain=26.156 4.40131 2.68979 2.14136 1.73005 1.19501 0.945742 0.84654 0.715861 0.690692 0.687719 0.644696 0.589836 0.721874 0.553127 0.501531 1.06874 0.424125 0.390589 0.349344 0.348811 0.33484 0.332588 0.320142 0.323904 0.316923 0.267172 0.262585 0.245622 0.273604
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.024640000000000006 0.40473500000000007 0.27834500000000006 0.077845000000000011 1.0000000180025095e-35 -0.077799999999999994 -0.12563999999999997 -0.27825499999999997 0.17760500000000004 -0.0072999999999999992 -0.069549999999999987 -0.057069999999999989 -0.07550999999999998 0.13011000000000003 0.080000000000000016 -0.17966999999999997 0.12337000000000002 0.078675000000000009 0.095285000000000022 -1.0000000180025095e-35 0.087685000000000013 -0.080324999999999994 0.10648500000000001 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 -6 11 -5 26 17 -13 20 19 18 -17 25 -15 -4 -14 -3 28 24 -20 -1 -8 -11 29 -23
right_child=1 2 14 9 7 -7 10 -9 -10 27 -12 12 13 15 -16 16 -18 -19 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081546008119396133 0.0009945348128138189 0.00073697159325931808 0.00030842042974038488 0.00095176560705115482 0.00087771488881296532 0.00068726739785299196 0.0010715466064443846 0.00053307479064267896 0.00061136690464780503 0.00066513443722369817 0.0012372148953951323 0.0010735868728089949 0.00088263732347251323 0.0010413220192625797 9.258413945179498e-05 0.00044656517827950515 0.00097504900116212559 0.00078709303161180995 0.00085920418597361186 0.0005895638363618477 0.0011202055962867819 0.00066026350105899607 0.00036906886321297388 0.00099389152881366755 0.00063573824390455958 0.0010417899964716422 0.0010055742617950184 0.00039688509322848974 0.00071623050035002399 0.00046427872142175013
leaf_weight=25 76 21 113 28 87 48 368 40 22 47 65 89 35 57 42 31 28 29 228 20 74 33 76 60 28 490 658 20 22 161
leaf_count=25 76 21 113 28 87 48 368 40 22 47 65 89 35 57 42 31 28 29 228 20 74 33 76 60 28 490 658 20 22 161
internal_value=0 0.000549378 0.000494367 0.000981713 0.000576147 0.000993453 0.00099988 0.000769167 0.000961797 0.000693142 0.00104163 0.000968364 0.000925666 0.000901332 0.00028875 0.000865354 0.000697371 0.00101781 0.000891925 0.000350698 0.00104392 0.000497828 0.00048063 0.000864977 0.000834763 0.0010308 0.00102924 0.00058506 0.000519883 0.000497616
internal_weight=0 691 615 2430 440 2335 2287 127 1196 95 1091 1174 630 541 175 432 59 544 373 133 109 313 292 316 256 515 1026 67 216 194
internal_count=3121 691 615 2430 440 2335 2287 127 1196 95 1091 1174 630 541 175 432 59 544 373 133 109 313 292 316 256 515 1026 67 216 194
is_linear=0
shrinkage=0.00196078


Tree=4324
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 14 1 2 2 12 51 52 1 2 2 52 2 12 106 52 0 0 1 132 3 50
split_gain=71.9829 11.7698 7.21851 5.58831 4.84974 3.89933 2.19496 2.1906 2.10412 2.09533 1.94146 1.83361 0.777784 0.675947 0.694012 0.626187 0.906083 0.769379 0.624585 0.57521 0.554591 0.458252 0.447855 0.44964 0.37197 0.370249 0.360251 0.355387 0.410656 0.353297
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.089775000000000008 0.17025000000000004 0.051320000000000005 -0.10056999999999998 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.14122000000000004 -0.066844999999999988 0.098630000000000009 0.08815000000000002 0.087690000000000004 0.13389000000000004 -0.010949999999999998 -0.064754999999999993 0.15799000000000005 0.08696000000000001 0.30112000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 12 -6 11 -5 13 -4 14 -1 -13 20 -18 22 -16 -17 -15 23 27 29 -23 -14 28 -3 -22
right_child=1 2 7 10 8 -7 -8 -9 -10 -11 -12 15 26 21 19 16 17 -19 -20 -21 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015943881121739253 0.0014298684956550107 0.00071944257770210711 0.00030789277392630535 0.0013284062986039786 0.0012567249488734317 0.00088500464399759147 0.00083334261680988067 0.00083413284628751773 0.00070169567898438685 0.0017595730478467504 0.00074368156361738198 0.0016040728698840058 0.00015341273630707481 0.0015355452126224252 0.0010211801855365839 0.0014265698999772693 0.00084965491519712125 0.0012997209854131821 0.00035346135277958474 0.0013753026912155233 0.0012002847544224716 0.0014694086966269156 0.00037730499183764312 0.00095740727568958321 0.0011250678410124131 0.0012036418192693831 -0.00018632367353740276 0.00040112699860223001 0.00049977425159819673 0.0013747902996231447
leaf_weight=29 76 162 122 34 85 48 22 26 38 84 61 43 30 698 29 428 23 40 30 45 55 500 21 20 34 21 20 20 41 236
leaf_count=29 76 162 122 34 85 48 22 26 38 84 61 43 30 698 29 428 23 40 30 45 55 500 21 20 34 21 20 20 41 236
internal_value=0 0.000701911 0.000611952 0.00141913 0.000758332 0.00143809 0.0014497 0.000303668 0.00108525 0.00145569 0.000952951 0.00144398 0.000223482 0.00148981 0.00133728 0.00137345 0.0013613 0.00113541 0.000621559 0.00123652 0.0013802 0.0015027 0.000652025 0.000675766 0.00131913 0.0014587 1.75182e-05 0.000650507 0.000675076 0.00134181
internal_weight=0 691 615 2430 417 2335 2287 198 123 2265 95 2181 172 1322 103 859 816 63 294 74 753 1219 264 243 325 521 50 223 203 291
internal_count=3121 691 615 2430 417 2335 2287 198 123 2265 95 2181 172 1322 103 859 816 63 294 74 753 1219 264 243 325 521 50 223 203 291
is_linear=0
shrinkage=0.00196078


Tree=4325
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 2 0 49 1 12 4 3 3 4 1 3 51 52 43 4 0 43 16 4 16
split_gain=32.0612 5.29068 3.485 2.60554 2.34125 1.38772 1.22441 1.1496 0.991508 0.726742 0.684437 0.664082 0.916571 0.592108 0.574805 0.457999 0.477016 0.379513 0.356138 0.370111 0.345514 0.292711 0.282305 0.273513 0.267555 0.264685 0.438162 0.2611 0.252966 0.237812
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.13501500000000002 0.17025000000000004 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 0.31370500000000007 -0.17966999999999997 0.11669000000000002 0.076840000000000006 -0.071649999999999978 -0.56176499999999996 -0.080324999999999994 0.0049200000000000008 -0.064339999999999994 -0.065269999999999981 -0.11118499999999999 -0.073934999999999987 -0.010699999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 -6 -5 22 17 12 13 -1 15 -13 -17 20 -3 21 -4 -20 -7 29 -18 28 -27 -12 -16 -10
right_child=1 2 10 8 7 9 -8 -9 23 -11 27 14 -14 -15 25 16 24 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001095069217729696 0.0011154015243853086 0.00081563337412980197 0.00039891093415555482 0.0010975458917497588 0.0010111462232082285 0.0012361597488908206 0.0013805582675575233 0.00060952654302430639 0.0008652556839302114 0.00079059758645123217 0.00026029635058371584 0.0014671852107809372 0.0012774870400205417 0.00080315275257399619 0.0011508941995458904 0.0008891293941706473 0.0011913115845881477 0.00027226947464453652 0.00038962036937329115 0.0004711385833944718 0.00067322187939998284 0.00064255725379744073 0.0010315737358739408 0.00046613236779675764 0.0010282773155735074 0.00074539123358679756 0.0011226430394264233 -2.8933326489388607e-05 0.0010835536159228274 0.0005847126238542
leaf_weight=44 76 21 51 28 87 28 79 40 26 48 28 21 36 68 424 22 690 48 20 126 27 146 351 20 41 20 29 21 434 21
leaf_count=44 76 21 51 28 87 28 79 40 26 48 28 21 36 68 424 22 690 48 20 126 27 146 351 20 41 20 29 21 434 21
internal_value=0 0.000627337 0.000567023 0.00110599 0.00066011 0.00111895 0.00114156 0.000884652 0.000787679 0.0010179 0.000332978 0.00113124 0.00100532 0.000917834 0.00114232 0.00118157 0.00117361 0.000409447 0.000569002 0.000551264 0.000493865 0.000612083 0.00104669 0.000658183 0.00118217 0.00110883 0.000968663 0.000136341 0.00111683 0.000739907
internal_weight=0 691 615 2430 440 2335 1908 127 95 427 175 1829 148 112 1681 774 753 126 313 292 78 166 379 67 731 907 49 49 858 47
internal_count=3121 691 615 2430 440 2335 1908 127 95 427 175 1829 148 112 1681 774 753 126 313 292 78 166 379 67 731 907 49 49 858 47
is_linear=0
shrinkage=0.00196078


Tree=4326
num_leaves=31
num_cat=0
split_feature=1 1 12 124 42 2 0 4 43 15 1176 4 12 403 132 3 4 4 159 3 47 2 15 0 159 12 13 14 16 14
split_gain=1.26094 0.275634 0.200907 0.125385 0.128699 0.105569 0.0997159 0.0979942 0.0884585 0.0879633 0.122058 0.119477 0.102618 0.192174 0.13777 0.128034 0.158226 0.144895 0.107711 0.0997292 0.0870038 0.147754 0.0833635 0.0768847 0.0731147 0.0816874 0.0765884 0.0888572 0.0819137 0.0692401
threshold=0.10337500000000001 0.13210500000000003 0.085055000000000006 -0.076779999999999987 -0.0060199999999999993 0.13404500000000005 0.024095000000000002 -0.013514999999999998 -0.080324999999999994 0.040760000000000005 0.085295000000000024 -0.15464999999999998 0.09320500000000001 -0.088144999999999987 0.082150000000000015 0.092670000000000016 -0.50940999999999981 -0.031404999999999995 0.083870000000000014 -0.047929999999999993 0.088915000000000008 0.089775000000000008 -0.082809999999999981 -0.082844999999999988 0.11109000000000001 0.12757000000000002 -1.0000000180025095e-35 -0.18536 0.054560000000000004 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 29 4 -1 9 24 -4 -6 10 12 -11 13 -5 15 16 -15 -17 20 -13 21 -14 -20 -16 25 26 27 -3 -28 -2
right_child=1 6 7 5 8 -7 -8 -9 -10 11 -12 19 18 14 23 17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.011645741273577398 0.0093412779358237295 0.009940778764430433 0.012208957859612485 0.0035075335741566963 0.0071994217424313934 0.0063156247481095558 -0.0020562219608109447 0.0077595982852984554 -0.00096727283117139628 0.016762896064160902 0.003031068841334094 0.011291348614776301 -0.00064973066827016214 0.019534526599038926 0.0094401601574976342 0.012396056538758179 0.011860860613572053 0.0035982482875577915 0.017921707646123001 0.017813563362384835 0.012693674322217702 0.008187396921560593 0.0099082471775438861 0.0015826302883215249 -0.0017688075290061536 -0.0010923244260166857 0.012381328737225247 0.0025487499164374566 0.0040539703198841639 0.0049919120651978352
leaf_weight=39 43 20 90 32 36 49 32 110 21 44 22 1012 21 28 33 36 666 39 21 24 35 191 34 20 20 22 27 87 21 246
leaf_count=39 43 20 90 32 36 49 32 110 21 44 22 1012 21 28 33 36 666 39 21 24 35 191 34 20 20 22 27 87 21 246
internal_value=0 0.00598444 0.00732525 0.0107603 0.00721927 0.0109077 0.00312131 0.00976181 0.00419064 0.0110073 0.0104097 0.0116592 0.0105501 0.0111104 0.0114064 0.0117463 0.0121705 0.0078212 0.00896577 0.0114424 0.0080746 0.00731202 0.0129679 0.00647505 0.00396233 0.00460991 0.00541926 0.00393044 0.00873811 0.00563905
internal_weight=0 718 489 2403 96 2307 229 200 57 2258 1178 1080 1156 854 822 769 694 75 302 1036 247 212 55 53 197 177 155 107 48 289
internal_count=3121 718 489 2403 96 2307 229 200 57 2258 1178 1080 1156 854 822 769 694 75 302 1036 247 212 55 53 197 177 155 107 48 289
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 1 2 1 150 2 4 1 1 2 47 0 4 4 4 3 3 51 1 12
split_gain=46.546 7.43424 4.44301 3.94998 2.64065 2.16301 1.38585 1.27702 1.2408 1.21304 1.00656 0.76825 1.03574 0.724809 0.522756 0.480579 0.455055 0.424898 0.420776 0.404673 0.386081 0.304602 0.353673 0.300372 0.284128 0.276132 0.260771 0.251564 0.295977 0.236529
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.15109000000000003 0.089625000000000024 0.090425000000000019 0.15964000000000003 1.0000000180025095e-35 -0.0091949999999999983 -0.55119499999999988 0.076935000000000017 0.13210500000000003 0.088850000000000012 0.090100000000000013 -0.030209999999999997 0.015030000000000002 -0.036839999999999991 -0.0070899999999999991 -0.0087149999999999988 -0.12711499999999995 -0.085989999999999997 0.11669000000000002 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 20 6 11 13 -5 24 14 16 15 18 17 -13 -1 21 25 26 27 22 29 -2 -6 -4 -18 -3 -29 -7
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016248696853244115 0.0013848787557845022 0.00043577876094722065 0.00075941465939469827 0.0011985048761262614 0.0013806152765323467 0.0014371583692165983 0.001589746744793881 0.00078798395028277621 0.00073371388845973535 0.0007294054653303807 0.00076277981382680759 0.00099113248193355473 0.00083146275283938679 0.00011684910537395803 0.00095165881249152748 0.0012862203278834342 0.0011815084143294932 0.0013374405990069682 0.00038879964676415618 0.0012900312356554568 0.00086574534356009727 0.0010286556903338787 0.001137884021462763 0.0011054350214512074 0.001108832983409657 0.00046586395470889843 0.0013643827037016873 0.00070552032487488498 0.00051390951858331919 0.001237777186608782
leaf_weight=21 50 22 22 34 21 28 76 37 63 32 21 23 23 31 30 274 31 92 159 516 32 41 140 21 50 28 910 127 41 125
leaf_count=21 50 22 22 34 21 28 76 37 63 32 21 23 23 31 30 274 31 92 159 516 32 41 140 21 50 28 910 127 41 125
internal_value=0 0.000702146 0.000631372 0.00128439 0.000786886 0.00130039 0.00133039 0.00044891 0.00089663 0.00104636 0.0011825 0.00131943 0.00123233 0.000396637 0.00120183 0.00126337 0.00133829 0.00121945 0.000438136 0.00133416 0.000666497 0.00118695 0.0012091 0.00130223 0.00118922 0.000595026 0.00135836 0.000632939 0.000658758 0.00127427
internal_weight=0 673 602 2448 325 2351 1874 277 97 103 477 1798 320 240 456 297 1478 426 209 1457 222 334 293 71 71 50 941 190 168 153
internal_count=3121 673 602 2448 325 2351 1874 277 97 103 477 1798 320 240 456 297 1478 426 209 1457 222 334 293 71 71 50 941 190 168 153
is_linear=0
shrinkage=0.00196078


Tree=4328
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 14 1 2 2 4 1 12 475 1 47 4 4 2 3 157 1 43 2 13 1 12 16
split_gain=37.7142 4.67623 4.1019 2.84776 2.61022 1.69209 1.3785 1.33532 1.29559 1.06165 1.03163 0.841015 0.753491 0.609423 0.674534 0.537589 0.492854 0.461392 0.443216 0.394869 0.449421 0.377938 0.304267 0.45146 0.292641 0.607209 0.276792 0.221198 0.215031 0.239853
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.10045500000000002 0.12958500000000003 0.40124500000000002 0.076975000000000002 0.09253500000000002 0.15109000000000003 0.14753000000000002 0.27834500000000006 0.089625000000000024 0.087145000000000014 -0.066784999999999983 0.14089500000000002 0.08265500000000002 -0.0070899999999999991 -0.55119499999999988 0.088850000000000012 0.083060000000000009 -0.23223999999999997 0.10124500000000002 -0.04890499999999999 0.11362000000000001 -0.0062949999999999994 0.16175000000000003 0.11734000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 5 8 11 18 13 -4 15 12 -3 19 17 -7 -8 21 -5 -1 -21 -15 -17 28 -2 -26 -14 -13 29 -24
right_child=1 6 9 7 -6 10 16 -9 -10 -11 -12 27 26 14 -16 22 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014960416657401915 0.00055102771105397009 0.00069180921525462005 0.0010974072467754869 0.0012842904167958016 0.00072647748299933205 0.0012761632231898786 0.00092884820162946965 0.00066578227294920021 0.0014812427182602727 0.00068140289994530134 0.00067108941397496622 0.00028927181188990683 0.00033366177213886344 0.00066183004637851439 0.0011890352350101777 0.0012601084969624751 0.00052274070006241543 0.0012061810490928547 0.0010105914500803728 0.0012573314372907555 0.0011864913910335723 0.0010098060344656309 0.0011691364395642859 0.00082488523578249631 0.00093025918596214435 0.00060835281606620598 0.00055844166605662892 5.7355923048567535e-05 0.00096757985499186668 0.0010489681427888224
leaf_weight=22 77 44 34 46 45 68 27 29 75 77 21 64 85 20 267 35 20 23 45 941 543 30 134 27 33 71 28 21 47 122
leaf_count=22 77 44 34 46 45 68 27 29 75 77 21 64 85 20 267 35 20 23 45 941 543 30 134 27 33 71 28 21 47 122
internal_value=0 0.0006269 0.0011774 0.000797948 0.00119431 0.00120317 0.00044875 0.00103218 0.00122861 0.000808828 0.00109551 0.000389071 0.000474122 0.00121835 0.00114337 0.0011161 0.000756036 0.000976342 0.00114894 0.00123528 0.00123141 0.000870616 0.00108627 0.00106784 0.000642656 0.000710496 0.000389359 0.000231975 0.00108949 0.00111187
internal_weight=0 590 2531 301 2420 2375 289 120 1921 111 454 242 157 1846 340 433 47 73 91 1506 1484 50 365 330 181 104 113 85 303 256
internal_count=3121 590 2531 301 2420 2375 289 120 1921 111 454 242 157 1846 340 433 47 73 91 1506 1484 50 365 330 181 104 113 85 303 256
is_linear=0
shrinkage=0.00196078


Tree=4329
num_leaves=31
num_cat=0
split_feature=1 52 2 12 4 2 52 1 47 15 3 133 13 2 52 43 43 1213 1212 2 1 130 0 133 3 1212 1212 133 11 3
split_gain=1.43258 0.327533 0.201905 0.150192 0.125349 0.122793 0.108484 0.185288 0.104824 0.120103 0.111663 0.0958445 0.103315 0.0885722 0.0921306 0.0837122 0.130147 0.0848617 0.127673 0.0833455 0.138414 0.0951611 0.139395 0.163695 0.150312 0.0818432 0.216957 0.132361 0.107156 0.124121
threshold=0.10312500000000001 -0.42635499999999998 0.13622000000000004 0.088105000000000003 0.40124500000000002 0.090425000000000019 -0.56368999999999991 0.089770000000000016 0.085505000000000012 -0.41942499999999994 0.31534000000000006 0.089200000000000015 -0.061684999999999997 0.09678500000000001 -1.0000000180025095e-35 0.07827000000000002 0.062770000000000006 0.12428000000000002 0.11534000000000001 0.15109000000000003 0.082005000000000008 -0.074144999999999989 -0.038659999999999993 0.085760000000000017 -0.10831999999999999 -0.014129999999999998 -0.082209999999999991 -0.022174999999999997 0.080455000000000013 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 15 -7 19 9 -4 -11 -3 -13 -9 -15 16 17 18 25 20 21 -8 -23 24 -24 26 27 -1 29 -27
right_child=1 2 8 -5 -6 6 7 13 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.014751727069041841 0.012303851060569287 0.0063426035919638985 0.0048622480630486587 0.0095300702249577242 0.0040166385725817896 0.016510576430347659 0.017348870844051074 0.0013000606438324143 0.0073267809826938896 0.001302871427244761 -0.0071267467426051473 0.0071541765565052628 -0.0021245881527041394 0.005727514198414334 0.013857314931228756 0.014979922939491731 0.0052207042280185438 0.016329973389435076 0.004225321344676472 0.0047674326314812616 0.017489092458378187 0.011157286235581845 -0.0016057281513456947 0.0137645587163127 0.0088515019709510465 0.0051075116465134282 0.02407542524393648 0.0063636272959411147 0.018434817656331384 0.011851029087836144
leaf_weight=76 85 278 60 140 22 31 22 26 40 55 22 20 30 46 20 99 28 46 21 21 33 642 27 23 28 28 20 25 24 1083
leaf_count=76 85 278 60 140 22 31 22 26 40 55 22 20 30 46 20 99 28 46 21 21 33 642 27 23 28 28 20 25 24 1083
internal_value=0 0.00646891 0.00569996 0.00678803 0.0115301 0.0115999 0.0106956 0.0104926 0.00282303 0.00150806 -0.00110559 0.00561765 0.00158692 0.00624363 0.00819109 0.0121731 0.0119674 0.0121102 0.0119582 0.0109836 0.0111521 0.0108702 0.0106723 0.00668041 0.00371795 0.0120875 0.0145598 0.0126755 0.0118239 0.0116811
internal_weight=0 730 645 468 2391 2369 919 888 177 137 77 328 50 92 66 1450 1351 1323 1277 796 775 742 720 78 55 1256 121 101 1135 1111
internal_count=3121 730 645 468 2391 2369 919 888 177 137 77 328 50 92 66 1450 1351 1323 1277 796 775 742 720 78 55 1256 121 101 1135 1111
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 1 0 4 15 4 12 4 2 47 157 4 52 51 4 475 43 2 13
split_gain=42.7987 7.0271 4.27408 3.56601 2.46365 2.03823 1.28371 1.21872 1.04377 1.03774 1.02733 0.858548 0.759166 0.815138 0.697408 0.553782 0.538461 0.483609 0.429078 0.369916 0.347936 0.319673 0.316672 0.302275 0.294071 0.283622 0.276844 0.275433 0.273239 0.254336
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.13501500000000002 0.11474000000000002 0.14838000000000004 0.086920000000000011 -0.097024999999999986 0.27834500000000006 -0.095869999999999983 0.27287000000000006 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 0.10648500000000001 -0.0066899999999999989 0.00063500000000000004 -0.057699999999999994 -0.085989999999999997 -0.036839999999999991 -0.082014999999999991 -0.080324999999999994 0.088930000000000023 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 20 7 11 12 -5 16 -6 14 17 15 23 -14 26 18 -1 -15 24 -19 -23 -4 -3 -2 -7 -10 -20 -16
right_child=1 2 6 8 10 9 -8 -9 27 -11 -12 -13 13 19 29 -17 -18 21 28 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014782733221848806 0.0012123166252585018 0.0002886470030907475 0.0003899534377178141 0.0010673495473898426 0.0010042504710317233 0.0012108801998556616 0.00066393944977287454 0.0014040261795369463 0.00069763264337442026 0.00074383698898552856 0.00055346426190204382 9.7027777537206107e-05 0.0010788550578496035 0.00088003737832194351 0.0002123105902314406 0.00072036675465252261 0.00074905573279196772 0.00088329224736895815 0.0012061183257725005 0.0011316074848250371 0.00075187588337640528 0.0011522216830724193 0.00097627817153072779 0.00072677359419738314 0.00052440259016306532 0.0009530031091831867 0.0010461909760147686 0.00042457811205702669 0.0011307123578207126 0.00042716490674805658
leaf_weight=20 50 23 20 28 77 44 34 76 49 48 26 84 30 24 87 37 22 23 781 353 23 241 47 21 176 24 363 20 242 28
leaf_count=20 50 23 20 28 77 44 34 76 49 48 26 84 30 24 87 37 22 23 781 353 23 241 47 21 176 24 363 20 242 28
internal_value=0 0.000558171 0.000487749 0.00111649 0.000639828 0.00113169 0.000307362 0.00116081 0.000748055 0.00101725 0.00089046 0.000256847 0.00115053 0.00108017 0.000342904 0.000880884 0.00104784 0.00117361 0.00119384 0.00111559 0.000523545 0.00110574 0.00112351 0.000562471 0.000497154 0.00112821 0.001064 0.000618486 0.00118828 0.000264623
internal_weight=0 673 599 2448 325 2351 274 1874 97 477 103 240 1798 444 156 67 429 1354 1043 377 222 311 288 41 199 74 407 69 1023 115
internal_count=3121 673 599 2448 325 2351 274 1874 97 477 103 240 1798 444 156 67 429 1354 1043 377 222 311 288 41 199 74 407 69 1023 115
is_linear=0
shrinkage=0.00196078


Tree=4331
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 1 2 1 4 0 4 1 1 12 2 1 1 4 1 52 1 52 50 475 16 3
split_gain=122.893 18.1529 10.1016 9.58501 7.0421 5.99919 4.04422 3.25281 3.18176 2.97976 2.60047 1.82236 1.76736 1.62553 1.57527 1.50987 1.16414 0.991965 0.957906 0.957347 0.874838 0.845909 0.825099 0.761493 0.747254 0.683126 0.532289 0.528638 0.570533 0.48996
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.10613000000000002 0.089625000000000024 -0.15289999999999995 -0.10607499999999999 0.27287000000000006 0.12337000000000002 0.16175000000000003 0.090285000000000018 -0.0091949999999999983 0.13075500000000004 0.13288500000000003 -0.51253999999999988 0.12958500000000003 -0.56176499999999996 0.12000500000000001 -0.53964499999999982 0.041865000000000006 -0.066784999999999983 -0.015314999999999997 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 6 7 24 11 14 -5 22 17 -12 -13 23 25 26 21 -15 -4 -14 -1 -8 -7 -3 -2 -6 -25 -29 -27
right_child=1 4 19 9 16 8 10 -9 -10 -11 12 13 20 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 29 -28 28 -30 -31
leaf_value=0.0060159707269748725 0.0056285298081575428 0.0043915337363099735 0.004604878647654664 0.0053728271383177723 0.0039080801376929651 0.0056901029912697501 0.0051759295122571197 0.0059806751700500708 0.0048133356955449352 0.0046525549747622576 0.0050509545849818814 0.0050575721617497774 0.0044899264280060585 0.0050708969434102372 0.0048861382460858409 0.0049101361521968132 0.0034888979016231892 0.005511946354552542 0.0055160317815213114 0.0041415138961442936 0.0040697224424909575 0.0056185795868512693 0.0046740202810250072 0.0055917526563443497 0.0040183118851639587 0.0050755086355705296 0.0042447451703688677 0.0054364691381694891 0.005271672978120691 0.0054182094421556066
leaf_weight=21 41 30 60 34 65 35 34 76 41 63 20 39 142 20 23 27 21 399 263 24 22 1066 20 43 66 23 25 175 150 53
leaf_count=21 41 30 60 34 65 35 34 76 41 63 20 39 142 20 23 27 21 399 263 24 22 1066 20 43 66 23 25 175 150 53
internal_value=0 0.00456298 0.00501287 0.00550905 0.00433247 0.00553398 0.00447467 0.00558329 0.00533503 0.00490502 0.0046117 0.00556659 0.00450067 0.00543286 0.00538524 0.00532809 0.0039046 0.00559556 0.00548457 0.00447249 0.00443356 0.00562626 0.00499004 0.00541373 0.00413494 0.00542454 0.0040016 0.00538744 0.00536041 0.0053145
internal_weight=0 673 228 2448 445 2351 334 1884 467 97 238 1808 184 322 426 144 111 1486 283 84 164 1087 54 403 96 117 90 368 325 76
internal_count=3121 673 228 2448 445 2351 334 1884 467 97 238 1808 184 322 426 144 111 1486 283 84 164 1087 54 403 96 117 90 368 325 76
is_linear=0
shrinkage=0.00196078


Tree=4332
num_leaves=31
num_cat=0
split_feature=1 4 4 3 12 1 2 159 2 42 14 11 0 52 1 1 1 147 1429 1375 376 2 15 13 0 15 49 1429 133 3
split_gain=25.457 3.16552 2.72104 2.27022 2.1511 1.19643 1.09606 0.950932 0.790568 0.785649 0.569367 0.505054 0.460316 0.381009 0.36108 0.340265 0.322893 0.320906 0.304518 0.294747 0.270811 0.45011 0.341216 0.38711 0.234907 0.233223 0.220091 0.218504 0.206908 0.29786
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 -0.059315 -0.029094999999999999 0.12958500000000003 0.13712500000000002 0.082585000000000006 0.089775000000000008 -0.0060199999999999993 0.076175000000000007 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 0.092845000000000025 0.16175000000000003 0.091195000000000012 0.088610000000000008 -0.047929999999999993 0.071870000000000003 0.083785000000000012 0.11177500000000001 -0.037864999999999989 -0.012119999999999997 -0.04917499999999999 0.040760000000000005 0.10084500000000002 1.0000000180025095e-35 0.047850000000000011 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 17 8 20 10 -1 16 12 13 -10 -11 -7 -6 -3 -2 26 21 -5 23 -23 -20 27 28 -13 29 -14
right_child=1 5 -4 7 6 15 -8 -9 11 14 -12 25 19 -15 -16 -17 -18 -19 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098799332784913212 0.0011412437361718113 0.00060267906869128991 0.00060390044107721196 0.00084994259093250444 0.0010852850539897823 0.00034340977524885348 0.00071472903392570794 0.00036759589987028036 0.00070390486426582285 0.0008750430720632661 0.0012682823922971667 0.0010189704082976586 0.00079094058474878863 0.0010119463051606087 0.00061910988308897061 9.37807456243272e-05 0.0010039183716628259 0.00033757125499660895 0.00093386121094226834 0.0011997576458614414 0.00048748683500444994 0.00051407117582901092 0.00038761179455939457 0.00089523713962704528 0.00069741111815699232 0.0013261656419319265 0.00092246925399654762 0.0012406910938375136 0.0010513851681363789 0.00099673659164958091
leaf_weight=58 21 107 59 49 1101 131 38 58 38 31 59 54 30 26 67 25 226 21 70 28 26 21 20 20 21 20 132 25 265 274
leaf_count=58 21 107 59 49 1101 131 38 58 38 31 59 54 30 26 67 25 226 21 70 28 26 21 20 20 21 20 132 25 265 274
internal_value=0 0.000567769 0.00102005 0.000706134 0.00102998 0.000418686 0.00104499 0.000577809 0.0010505 0.000807117 0.00107981 0.00100497 0.000988486 0.000829047 0.000700068 0.000303405 0.00107143 0.000559185 0.000928411 0.00100248 0.000667458 0.000709997 0.000597582 0.000700006 0.000879296 0.00113702 0.000994604 0.00108914 0.00101134 0.000976428
internal_weight=0 590 2531 306 2472 284 2316 194 2278 156 1386 892 793 64 98 156 1327 128 112 729 136 110 61 41 91 99 701 79 569 304
internal_count=3121 590 2531 306 2472 284 2316 194 2278 156 1386 892 793 64 98 156 1327 128 112 729 136 110 61 41 91 99 701 79 569 304
is_linear=0
shrinkage=0.00196078


Tree=4333
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 2 4 47 14 4 3 0 47 1 49 14 16 1 15 1 49 484 1 151 3
split_gain=35.5237 4.33342 3.81842 2.44217 2.40882 1.79517 1.35758 1.25009 1.04366 0.994369 0.785695 0.707667 0.612566 0.517449 0.503463 0.442411 0.436233 0.42673 0.425102 0.416901 0.416492 0.45137 0.404321 0.403751 0.36273 0.362411 0.350674 0.346482 0.335288 0.311057
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.033845000000000007 0.091680000000000011 0.076175000000000007 -0.04890499999999999 -0.065819999999999976 -0.11242999999999999 0.077555000000000013 0.12958500000000003 -0.012034999999999999 0.062655000000000016 0.10994000000000002 0.13436000000000001 -0.095244999999999982 0.16175000000000003 -0.063424999999999981 0.080820000000000017 0.10089500000000001 -0.082829999999999973 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 19 8 13 -5 -3 18 17 15 25 16 -11 -8 23 20 -10 -2 21 26 -16 -4 -7 27 29 -9 -27 -1
right_child=1 5 6 7 -6 24 11 12 9 14 -12 -13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0010768925880684573 0.00072212188851599607 0.00033220883586681355 0.0011609359845226885 0.0011070882544571806 0.00052280389766984185 0.0002669775993109076 0.0011065447050455299 0.00087661794977250446 0.0010423977279939327 0.00081083779825883752 0.00069467772508900001 0.00094953680152761019 0.00092313761017618116 0.0013675519902789481 0.00052543490019874581 0.00096995301349879872 0.0011630825796098412 0.0012888625414684564 0.00064741808318478217 0.0010344754233606993 0.0013128867380174936 0.0011990846418251809 0.00025723311540194499 0.00077600335127901471 -2.374540419638658e-05 0.00069266192793586412 0.00071690528343121209 0.00056736287667920327 0.00041387547841622603 0.00084488670199454289
leaf_weight=68 20 90 20 31 74 77 692 30 22 20 22 171 31 46 128 105 1053 33 20 92 20 38 26 22 21 27 20 26 43 33
leaf_count=68 20 90 20 31 74 77 692 30 22 20 22 171 31 46 128 105 1053 33 20 92 20 38 26 22 21 27 20 26 43 33
internal_value=0 0.000549662 0.00108394 0.000913677 0.000797321 0.000435641 0.001118 0.000747263 0.000509609 0.000583526 0.00104738 0.00106399 0.000676215 0.00116382 0.000518164 0.00108855 0.00115527 0.00108398 0.000854312 0.000978698 0.00104621 0.00101266 0.000480154 0.000959305 0.00020468 0.000615464 0.000954116 0.000733035 0.000521407 0.00100109
internal_weight=0 590 2531 422 186 404 2109 188 306 216 234 968 157 1141 174 797 1095 212 42 112 179 159 154 42 98 126 121 56 70 101
internal_count=3121 590 2531 422 186 404 2109 188 306 216 234 968 157 1141 174 797 1095 212 42 112 179 159 154 42 98 126 121 56 70 101
is_linear=0
shrinkage=0.00196078


Tree=4334
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 1 1 2 2 150 1 2 1 12 4 1 11 1 0 160 4 4 1 15
split_gain=61.3974 9.656 5.12266 4.7232 3.56578 3.02132 2.41911 2.02928 1.68574 2.00571 1.51659 1.40343 0.884081 1.17058 0.764917 0.619833 0.572177 0.563828 0.521087 0.484148 0.464787 0.440817 0.430102 0.37638 0.353772 0.327531 0.309175 0.303924 0.302173 0.286352
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.11704500000000001 1.0000000180025095e-35 0.11669000000000002 -0.0091949999999999983 0.16175000000000003 0.09141500000000001 -0.51843499999999987 0.12000500000000001 0.084680000000000019 0.076935000000000017 -0.030209999999999997 -0.025879999999999997 0.015030000000000002 -0.011884999999999998 0.13075500000000004 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 21 12 -8 -10 15 -4 19 17 22 23 -11 -14 -6 20 -1 -3 -2 24 26 -21 -7 -27 -5 -22
right_child=1 4 11 28 18 10 8 -9 9 16 -12 -13 13 -15 -16 -17 -18 -19 -20 25 29 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0021679421377226531 0.001672246802945574 0.00099806768028369922 0.0016788453164466386 0.001163661328503509 0.00072298182900954432 0.0017809401566930632 0.0016042380726415347 0.0021668992590608981 0.0015952400132721546 0.0011234759254214986 0.0013177326817594606 0.0011845323316569717 0.001484482469257898 0.0013201965489928935 0.0013184972005147559 0.0014402052716297263 0.00089879694469292826 0.001804108393256059 0.00037996494406912506 0.0016687755585615813 0.0020593899137833537 0.00071141088491876239 0.0019559256002014756 0.0018425688052268894 0.0014936353552877459 0.0018581072994413733 0.0016514247592120247 0.0016917801481064186 0.00090333640611931388 0.0018683014716288995
leaf_weight=21 98 30 34 60 90 153 30 76 28 106 41 63 23 23 20 30 74 274 21 65 31 66 26 92 29 208 132 53 24 1100
leaf_count=21 98 30 34 60 90 153 30 76 28 106 41 63 23 23 20 30 74 274 21 65 31 66 26 92 29 208 132 53 24 1100
internal_value=0 0.00113067 0.00179938 0.00145879 0.000962553 0.0018176 0.00106374 0.00185306 0.00116972 0.00110705 0.00167827 0.0013578 0.0018398 0.00174635 0.00167433 0.00171218 0.00103111 0.00177936 0.000658087 0.00186003 0.00187891 0.000800991 0.00173173 0.00173228 0.00169996 0.00179332 0.00172095 0.00182433 0.00108928 0.00187354
internal_weight=0 673 2448 228 445 2351 334 1874 238 208 477 97 1798 320 144 436 180 297 111 1478 1152 96 124 406 314 326 285 261 84 1131
internal_count=3121 673 2448 228 445 2351 334 1874 238 208 477 97 1798 320 144 436 180 297 111 1478 1152 96 124 406 314 326 285 261 84 1131
is_linear=0
shrinkage=0.00196078


Tree=4335
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 2 4 0 15 150 1 4 1 4 0 3 47 52 4 52 50 160 15 14 1
split_gain=67.3199 10.7037 6.64754 5.70437 3.46144 3.2898 2.21694 1.8029 1.63108 1.59988 1.56562 1.49727 1.06718 1.38873 0.902645 0.81545 0.712715 0.658526 0.592254 0.751158 0.622406 0.409411 0.395273 0.388877 0.355436 0.334319 0.330056 0.313937 0.307937 0.381432
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.092845000000000025 0.40945500000000007 0.14285500000000004 0.14122000000000004 0.40473500000000007 -0.10096999999999999 -0.11033999999999998 1.0000000180025095e-35 0.14860500000000001 0.0061450000000000003 0.085345000000000018 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.090100000000000013 -0.046924999999999988 -0.036839999999999991 -0.56176499999999996 0.086295000000000011 -0.046074999999999991 -0.095869999999999983 -0.23083499999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 21 6 12 -5 9 22 14 -6 13 -1 24 -10 18 26 -14 -20 -21 28 -4 -2 -7 -11 -15 -19 -3 -30
right_child=1 2 8 7 11 10 -8 -9 15 25 -12 -13 16 17 -16 -17 -18 27 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016887201837700867 0.001621157941864986 0.00093003002470765659 0.00071078862905007859 0.0013937924110548295 0.0013784303872320606 0.0016407911249903403 0.0019036208728272603 0.00084346073077005491 0.00046938112039460504 0.00028259960506685309 0.0010268817338174978 0.00085597284746910236 0.0019146646827765427 0.0012337572103928007 0.0010994464025096177 0.0001612395022734555 0.0014080951075538311 0.0013563693329399708 0.0016086454710740328 0.0012463126358959605 0.0015319648966743429 0.00098768162606942527 0.001026260785099117 0.001317516322326816 0.0014340854648835979 0.00061452244244077634 0.00152848297790959 0.0010542145280786469 0.00076155550989711002 0.00051303399881654041
leaf_weight=52 50 31 26 37 71 35 76 60 117 28 41 30 21 21 30 46 90 20 1124 32 351 33 37 24 371 20 48 39 131 29
leaf_count=52 50 31 26 37 71 35 76 60 117 28 41 30 21 21 30 46 90 20 1124 32 351 33 37 24 371 20 48 39 131 29
internal_value=0 0.000819141 0.000732227 0.00151936 0.000921889 0.00153859 0.00157559 0.00105338 0.000507263 0.000690589 0.00139321 0.00122324 0.00156173 0.00141851 0.00142765 0.000382421 0.00157766 0.00130873 0.00158765 0.00158309 0.0015081 0.00078601 0.000896066 0.00152268 0.0014519 0.000420901 0.00143878 0.00115664 0.000751166 0.000716511
internal_weight=0 673 599 2448 325 2351 1874 97 274 111 477 101 1798 180 436 163 1618 128 1528 1507 383 224 63 74 406 48 69 59 191 160
internal_count=3121 673 599 2448 325 2351 1874 97 274 111 477 101 1798 180 436 163 1618 128 1528 1507 383 224 63 74 406 48 69 59 191 160
is_linear=0
shrinkage=0.00196078


Tree=4336
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 4 0 15 0 3 4 4 12 4 40 50 43 16 4 52 10 47 3 3
split_gain=44.4518 7.62854 4.6191 3.88686 2.57106 2.26637 1.66869 1.37664 1.36581 1.31584 1.14502 1.1169 1.03873 1.0167 0.814073 0.776431 0.745094 0.524865 0.78765 0.413796 0.386595 0.375129 0.425104 0.372798 0.333911 0.315408 0.311151 0.309491 0.300179 0.384949
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.17025000000000004 0.09253500000000002 0.11474000000000002 0.40945500000000007 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.30112000000000005 0.27834500000000006 -0.49013999999999996 0.08401500000000002 -0.020529999999999996 -1.0000000180025095e-35 0.083640000000000006 -0.018859999999999998 -0.10850999999999998 0.23246000000000003 -0.069804999999999992 -0.38124499999999995 0.090100000000000013 1.0000000180025095e-35 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 7 12 11 -5 24 15 13 -1 -14 20 23 21 -19 -15 -4 22 -16 -9 -6 -21 -10 28 -3 -30
right_child=1 2 8 9 10 -7 -8 16 26 -11 -12 -13 14 19 17 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015279273951754851 0.0013442806084520184 0.0006205943573497336 0.00064649035413868918 0.0012421447577464126 0.001302390915414362 0.00091598682741640626 0.0016177379123581334 0.0013040974272452053 0.00033244488775867629 0.0007607635272273447 0.00071821316279276125 0.00045062163956762158 0.0013953452607021986 0.0012553024570475899 0.0011186823347473845 0.00041221270932020778 0.00086337560372769088 0.0010015302611624493 0.0013022196005109115 0.0010666992547282692 0.00094936390955644931 0.0016627098498892049 0.0014378955089506299 0.0011569110685546661 0.0010416902085534888 0.00073329429416095504 2.4226882914994277e-05 0.00090075756334082675 0.0009241841797135833 0.0006739531557252204
leaf_weight=20 76 101 26 34 51 48 84 149 34 61 24 132 1190 20 20 22 22 36 481 24 43 21 81 119 30 20 20 33 39 60
leaf_count=20 76 101 26 34 51 48 84 149 34 61 24 132 1190 20 20 22 22 36 481 24 43 21 81 119 30 20 20 33 39 60
internal_value=0 0.00075822 0.000685797 0.00132183 0.000839631 0.00133765 0.0013465 0.00133616 0.000498086 0.000933047 0.00109438 0.000565839 0.00135524 0.00114204 0.00136503 0.000732968 0.00121027 0.00130858 0.00128128 0.00102145 0.000835238 0.00142426 0.00137468 0.00123874 0.00120584 0.000915152 0.00021829 0.00072483 0.000695802 0.000772529
internal_weight=0 691 615 2430 338 2335 2287 2203 277 95 105 223 1913 84 1829 91 290 639 517 64 69 122 101 268 81 44 54 233 200 99
internal_count=3121 691 615 2430 338 2335 2287 2203 277 95 105 223 1913 84 1829 91 290 639 517 64 69 122 101 268 81 44 54 233 200 99
is_linear=0
shrinkage=0.00196078


Tree=4337
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 4 1 14 2 2 4 14 0 1 12 150 4 1 1 47 132 2 4 4 0 43 51 1
split_gain=52.9915 8.26888 4.93221 4.41651 2.72555 2.52527 1.58643 1.56434 1.46493 1.40796 1.36244 1.02798 1.07703 0.855161 1.5929 1.55518 0.851754 0.844994 0.576033 0.62533 0.455178 0.408658 0.400485 0.49437 0.376983 0.366523 0.34644 0.345992 0.298286 0.30169
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 -1.0000000180025095e-35 0.27834500000000006 0.077845000000000011 0.062655000000000016 0.14122000000000004 0.14285500000000004 0.40945500000000007 -1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.088245000000000004 1.0000000180025095e-35 -0.51843499999999987 0.090740000000000015 0.076935000000000017 0.10648500000000001 0.08764000000000001 0.31358000000000003 -0.036839999999999991 0.0049200000000000008 -0.030209999999999997 -0.080324999999999994 -0.085989999999999997 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 21 9 -4 -6 -5 13 17 12 -8 -1 15 -15 18 20 -16 25 26 28 23 -13 -2 -20 -7 -10 -3 -30
right_child=1 2 6 8 7 10 11 -9 27 -11 -12 22 -14 14 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001924353982665403 0.001587129626788345 0.00059913346370823453 0.0010624280016796261 0.0014613050497880502 0.0013923771512139146 0.0014219069608315848 0.00089672749519956359 0.00086786394582732637 0.0010182446392835165 0.0018034117778818919 0.00103951643801431 0.00042822783259742063 0.00053882530373324119 0.0015334027621577966 0.001907044660254798 0.001099430811878918 0.0014975402591342302 0.0010845147283273001 0.0015985365509840787 0.0013049951785731211 0.0015578519149611165 0.0010799765842510205 0.0006396923684008725 7.3698721826076502e-05 0.0012881677670806063 0.0014035717173549265 0.0011966564642810758 0.00071220752363111456 0.00088305637519408447 0.00069575324111307657
leaf_weight=21 50 23 26 28 69 277 49 32 49 76 41 62 95 63 21 64 819 28 750 31 92 24 22 20 24 39 29 20 133 44
leaf_count=21 50 23 26 28 69 277 49 32 49 76 41 62 95 63 21 64 819 28 750 31 92 24 22 20 24 39 29 20 133 44
internal_value=0 0.000871807 0.000795415 0.00149306 0.000958784 0.00150997 0.000601637 0.00122619 0.00108304 0.00154197 0.0013809 0.000553328 0.000660611 0.00153098 0.00152636 0.00131471 0.00154255 0.00141376 0.00158638 0.00157817 0.00143692 0.00083821 0.000404782 0.000341757 0.00149017 0.0015889 0.00140056 0.000929538 0.000809199 0.000836495
internal_weight=0 673 599 2448 325 2351 274 101 97 1884 467 248 144 1808 1787 127 1660 426 841 820 398 224 104 82 74 789 306 69 200 177
internal_count=3121 673 599 2448 325 2351 274 101 97 1884 467 248 144 1808 1787 127 1660 426 841 820 398 224 104 82 74 789 306 69 200 177
is_linear=0
shrinkage=0.00196078


Tree=4338
num_leaves=31
num_cat=0
split_feature=1 4 12 14 4 3 3 0 159 1 150 1 12 147 0 0 12 12 4 160 51 376 48 2 0 1429 16 0 2 0
split_gain=3.53421 0.512642 0.410684 0.337786 0.344665 0.353532 0.335104 0.31278 0.265123 0.241645 0.222038 0.249615 0.191162 0.138664 0.137317 0.154721 0.12262 0.117846 0.118021 0.146702 0.110397 0.108883 0.127781 0.132353 0.108619 0.108215 0.108085 0.105951 0.100111 0.135999
threshold=0.10752500000000002 0.27287000000000006 0.078300000000000008 -0.10708499999999999 -0.17966999999999997 0.11296500000000002 -0.059315 -0.071924999999999989 0.082585000000000006 0.12958500000000003 0.091105000000000005 0.10124500000000002 0.086700000000000013 0.088610000000000008 -0.14832499999999996 -0.11173999999999999 -0.042789999999999988 0.11734000000000001 -0.073934999999999987 -0.081069999999999989 0.14780500000000005 0.083785000000000012 0.10990500000000002 0.11448000000000001 0.10455500000000001 -0.047929999999999993 0.25084500000000004 0.024095000000000002 0.10444500000000002 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 24 7 25 10 20 13 11 -6 14 -3 -4 -16 -9 18 19 -14 21 22 23 -8 26 -2 -5 -11 -19 -30
right_child=1 9 12 4 5 -7 8 16 -10 27 -12 -13 17 -15 15 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.028654300575626308 0.026109358419974645 0.014062299922263145 0.029279678161529932 0.030574868668032731 0.02168372377940694 0.00579452368190452 0.018585545474456417 0.014718238676361968 0.0071081993196175659 0.0079071821168942673 0.010903161791183296 0.01224363395560752 0.014234098775142973 0.0051746965835003985 0.014515309213575993 0.023065784157893669 0.0056312860507104134 0.02210853654270371 0.020405991327185895 0.02254866564945953 0.0085158880711311401 0.010074205184355379 0.023692630783275326 0.0089711346242222056 0.016928064871171957 0.0181455306962112 0.022081960214242385 0.00091430228919937059 0.0094454216212034245 0.019289169769763248
leaf_weight=29 21 107 34 23 159 31 45 33 58 130 31 34 22 21 22 556 27 30 779 599 21 22 27 21 22 91 43 26 25 32
leaf_count=29 21 107 34 23 159 31 45 33 58 130 31 34 22 21 22 556 27 30 779 599 21 22 27 21 22 91 43 26 25 32
internal_value=0 0.0124437 0.0210382 0.0182303 0.0174802 0.0159345 0.0152834 0.0170413 0.012769 0.00938394 0.0187589 0.0200207 0.0216161 0.0126042 0.0231036 0.0227403 0.0106291 0.0210038 0.0212258 0.0222541 0.0151832 0.0164007 0.0178973 0.0155264 0.0230132 0.0196387 0.0250416 0.0067417 0.0174327 0.0149717
internal_weight=0 590 2531 432 403 315 306 284 194 284 224 193 2099 128 612 578 60 1487 1400 621 136 115 93 66 88 112 66 156 87 57
internal_count=3121 590 2531 432 403 315 306 284 194 284 224 193 2099 128 612 578 60 1487 1400 621 136 115 93 66 88 112 66 156 87 57
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 3 0 2 2 15 12 1 1 13 0 1 4 0 49 52 4 0 12 133 43 40 43 401 12 47
split_gain=2.86647 0.403468 0.374013 0.279607 0.296355 0.346062 0.28965 0.217775 0.217522 0.175197 0.162559 0.180639 0.158914 0.126386 0.124239 0.10906 0.163635 0.105431 0.11566 0.108446 0.102252 0.118145 0.123787 0.11034 0.100812 0.0984942 0.0978854 0.0975909 0.123879 0.0947765
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.071924999999999989 0.11411 0.31358000000000003 -1.0000000180025095e-35 0.088245000000000004 0.089875000000000024 0.085110000000000005 -0.14819499999999997 -0.036484999999999997 0.12000500000000001 -0.064804999999999988 -0.14454499999999995 -0.069799999999999987 -0.067494999999999986 0.033845000000000007 -0.097024999999999986 0.13597000000000004 -0.082009999999999986 -0.086909999999999987 -1.0000000180025095e-35 -0.079914999999999986 0.085605000000000014 -0.092484999999999984 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 6 9 14 15 12 11 13 -6 -4 29 26 -17 18 -14 -20 21 23 -23 -12 -8 -26 -3 28 -18 -2
right_child=1 8 10 -5 5 -7 24 -9 -10 -11 20 -13 17 -15 -16 16 27 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.020741904404842193 0.023998951371158324 0.0066750542894005787 0.027033294232622268 0.025788870428142874 0.019706743127769894 0.0045569179957083454 0.014737428983916407 0.010550368588800277 0.00027374931826041298 0.022344570529336732 0.01859342721493348 0.012602134970282869 0.016191408721996207 0.020525485300400687 0.011709762578651023 0.015976304954920823 0.01277582918536728 0.017922376095054624 0.013702109028585256 0.0047843010878811281 0.016696301075400401 0.019055684734536331 0.011928523703478277 0.027868240814784478 0.011118522453629836 0.0014222771441563965 0.013723422640493961 0.00092020776821300399 0.0067995418337873899 0.016961310578510167
leaf_weight=90 31 25 31 29 63 33 23 70 26 48 23 28 35 799 26 26 46 39 25 30 209 966 25 29 22 20 93 20 141 50
leaf_count=90 31 25 31 29 63 33 23 70 26 48 23 28 35 799 26 26 46 39 25 30 209 966 25 29 22 20 93 20 141 50
internal_value=0 0.0109485 0.01888 0.0162863 0.0156425 0.0142846 0.0153372 0.0148871 0.00909943 0.0169409 0.0194418 0.020502 0.01559 0.0207685 0.0177242 0.00975318 0.00849876 0.0135795 0.0116976 0.00883785 0.0187151 0.0191197 0.0188759 0.0237659 0.0094156 0.00650126 0.0122301 0.00755955 0.00826964 0.0196547
internal_weight=0 554 2567 457 428 338 305 177 377 240 2110 858 192 830 107 351 233 129 90 55 1252 1043 991 52 65 42 118 207 187 81
internal_count=3121 554 2567 457 428 338 305 177 377 240 2110 858 192 830 107 351 233 129 90 55 1252 1043 991 52 65 42 118 207 187 81
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 4 12 2 14 2 16 12 2 47 4 0 12 1 1 13 3 1 15 4 3 1 1 16 4
split_gain=53.2789 6.24569 5.72666 3.36415 2.66687 2.38838 2.08586 1.77328 1.48121 1.45348 1.26546 1.218 1.20378 1.15783 0.903882 0.880248 0.59763 0.57171 0.545888 0.525442 0.52518 0.495801 0.491688 0.456017 0.484532 0.558374 0.428843 0.373477 0.359673 0.294659
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.13404500000000005 -0.5335399999999999 0.051320000000000005 0.10803500000000001 0.077555000000000013 0.033845000000000007 -0.10474999999999998 0.088245000000000004 0.122715 0.16175000000000003 -1.0000000180025095e-35 0.12745000000000004 0.12958500000000003 0.079055000000000014 -0.49405499999999997 0.090900000000000009 0.12000500000000001 0.13075500000000004 -0.11118499999999999 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 18 10 8 9 -6 26 12 14 -9 -1 22 23 16 -14 -18 29 -7 -15 -22 -10 24 -4 -26 -3 -5 -17 -2
right_child=1 5 4 27 7 19 -8 11 13 -11 -12 -13 15 20 -16 28 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00096097796599296434 0.0013397438143149584 0.00061589180184847805 0.0013992310807779173 0.00071432444190277773 0.00073161181508845491 0.00032824785361869953 0.00077246812543545673 0.00067964928772519615 0.0011858550848276644 0.0016423682084090749 0.00089417279424036254 0.0012213284806245519 0.0010284603249245121 0.00052346563190890062 0.0015665129583324665 0.0013003209342727553 0.0014092643636679952 0.0013361516943880465 0.00092499435068869439 -1.6199562604687794e-05 0.00061633872506950305 0.00096247132704628351 0.0007610664589732301 0.0013857050513626206 0.0012037168119641084 0.00093995333101381281 0.00030982043261131226 0.00041675587973003485 0.00113469256659216 0.0011040062394017489
leaf_weight=31 47 24 34 50 90 90 24 20 22 65 40 79 20 94 34 118 755 903 29 21 41 26 20 55 135 40 66 24 88 36
leaf_count=31 47 24 34 50 90 90 24 20 22 65 40 79 20 94 34 118 755 903 29 21 41 26 20 55 135 40 66 24 88 36
internal_value=0 0.00064491 0.00129922 0.000942233 0.00111734 0.000508024 0.00134705 0.00093081 0.000600818 0.00135401 0.00122164 0.0011119 0.00134422 0.000693646 0.0012656 0.00135053 0.00136538 0.00136944 0.00115658 0.000263082 0.000618012 0.000750659 0.000983575 0.00122685 0.00118504 0.00114343 0.000391439 0.000617816 0.00122957 0.0012375
internal_weight=0 590 2531 186 527 404 2004 189 293 1980 338 99 1915 203 298 1884 1678 1658 112 111 161 67 42 264 209 175 90 74 206 83
internal_count=3121 590 2531 186 527 404 2004 189 293 1980 338 99 1915 203 298 1884 1678 1658 112 111 161 67 42 264 209 175 90 74 206 83
is_linear=0
shrinkage=0.00196078


Tree=4341
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 159 12 4 4 47 2 14 15 52 49 14 2 3 1 16 2 150 0 15 3 43 147 0 3
split_gain=43.0894 5.14328 4.56708 3.78761 2.67587 1.96061 1.59314 1.46811 1.34656 1.12111 0.924022 0.80661 0.805077 0.739683 0.643627 0.636917 0.577255 0.575122 0.807229 0.539956 0.537295 0.534978 0.494136 0.44092 0.523596 0.439262 0.437858 0.417736 0.340368 0.36726
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.12958500000000003 0.082585000000000006 0.090285000000000018 -0.16363499999999997 0.033845000000000007 0.077555000000000013 0.11389000000000002 0.076175000000000007 0.13592500000000005 1.0000000180025095e-35 -0.012034999999999999 0.062655000000000016 0.10402500000000002 -0.0037349999999999996 0.15964000000000003 0.10994000000000002 0.14285500000000004 1.0000000180025095e-35 -0.11242999999999999 -0.095244999999999982 0.090900000000000009 -0.013199999999999998 0.088610000000000008 -0.097734999999999989 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 27 21 12 -6 13 11 16 23 28 17 -2 20 18 -10 -7 25 22 26 24 -4 -1 -5 -3 -9 -30
right_child=1 5 7 6 8 19 -8 9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011939742875933623 0.00084663432164519439 0.00073973971550619628 0.0013955510831346698 0.00074650411346326314 0.0013017685314585031 0.00041781043082135457 0.00043881890512599867 0.0015123142802511717 0.00076357389942126211 0.0011257451415923111 0.0015362662511045524 0.00081732784434422558 0.0016277403039548098 0.00095419435168776062 0.0011576090782931597 0.0012327091328526601 0.0015464750428994497 0.00064621384620136254 0.0011765190762798993 0.00012127911020888922 0.0013964202889347962 0.00054700275478011362 0.00070871551142981436 0.0013708060434690886 0.00095719563344795651 0.00091384149571301565 0.001077453603610677 0.00043726833441566908 0.0013098644497962077 0.001040508147402137
leaf_weight=93 20 107 20 22 31 127 58 31 52 171 35 20 46 23 23 92 20 54 28 29 38 22 41 1053 22 28 51 21 723 20
leaf_count=93 20 107 20 22 31 127 58 31 52 171 35 20 46 23 23 92 20 54 28 29 38 22 41 1053 22 28 51 21 723 20
internal_value=0 0.000700291 0.00128871 0.00087666 0.00110251 0.00051026 0.000710908 0.00132597 0.000928318 0.00126981 0.00124246 0.00119079 0.00137362 0.00130072 0.000854579 0.00116377 0.00123252 0.000802567 0.000908105 0.000362686 0.00119303 0.000826946 0.00088097 0.00136295 0.00116594 0.00112915 0.000977715 0.000690116 0.00131101 0.00130261
internal_weight=0 590 2531 306 422 284 194 2109 188 968 234 199 1141 797 157 112 179 134 80 156 159 136 114 1095 42 121 73 128 774 743
internal_count=3121 590 2531 306 422 284 194 2109 188 968 234 199 1141 797 157 112 179 134 80 156 159 136 114 1095 42 121 73 128 774 743
is_linear=0
shrinkage=0.00196078


Tree=4342
num_leaves=31
num_cat=0
split_feature=1 2 123 12 2 4 34 133 43 15 15 14 4 447 14 159 4 2 475 42 157 1 150 16 4 42 2 0 12 16
split_gain=2.90831 0.432542 0.355202 0.336833 0.198663 0.173967 0.172141 0.163816 0.157563 0.141414 0.262932 0.180613 0.164828 0.131718 0.158642 0.130064 0.107469 0.102859 0.106451 0.135533 0.0973052 0.140171 0.118622 0.100707 0.145224 0.115462 0.120946 0.0938878 0.112317 0.309346
threshold=0.10752500000000002 0.12043500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.098630000000000009 0.23246000000000003 -0.021334999999999996 -1.0000000180025095e-35 -0.079914999999999986 -0.41942499999999994 -0.30407999999999996 -1.0000000180025095e-35 0.51388000000000011 0.084065000000000015 0.076975000000000002 0.087995000000000004 -0.52556499999999995 0.15109000000000003 -0.066784999999999983 -0.085874999999999993 -0.06482499999999998 0.099195000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 -0.055319999999999994 0.11159000000000001 0.10381000000000001 -0.076899999999999982 0.092255000000000018 0.071345000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 13 -5 -2 -4 -9 12 -11 -12 -3 14 16 -15 -1 18 -6 -20 -21 23 -23 25 -25 26 -22 -18 29 -29
right_child=1 9 7 5 17 -7 -8 8 -10 10 11 -13 -14 15 -16 -17 27 -19 19 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.025635873497015349 0.0065089206696618083 0.015133833140134813 0.020880486037243497 0.019455725380635641 0.020925536430168704 0.011894871701175968 0.012718312938523013 0.013508942403047737 0.0034284403451601978 -0.0029973295965680371 0.014963504548982851 0.0059593702867251205 0.0065219527584240711 0.009266448721289634 0.024228999188968117 0.019032733403146269 0.019593812519811692 0.010360227364470207 0.021519385545768523 0.020734410728549674 0.024525805737024974 0.014960378098904209 0.0057780952221946798 0.0090828741531974334 0.016701952547470974 0.012321475128367267 0.017619110981974266 0.0094787381751053092 0.019084312643855812 0.020788252356705134
leaf_weight=27 68 46 22 94 77 45 130 69 20 27 28 109 43 25 70 30 1471 21 55 42 35 34 24 36 82 27 92 51 175 46
leaf_count=27 68 46 22 94 77 45 130 69 20 27 28 109 43 25 70 30 1471 21 55 42 35 34 24 36 82 27 92 51 175 46
internal_value=0 0.0108887 0.0186851 0.0132347 0.0189388 0.017008 0.0105858 0.0131537 0.0112437 0.00776372 0.00602208 0.00779963 0.010973 0.0194157 0.0195599 0.0145935 0.0193752 0.0172174 0.0175032 0.016886 0.016201 0.015624 0.0111608 0.0165757 0.0143775 0.01826 0.0195225 0.0192782 0.0175714 0.014842
internal_weight=0 590 2531 337 2420 139 198 111 89 253 164 137 89 1895 1840 55 1770 525 504 427 372 330 58 272 118 154 127 1743 272 97
internal_count=3121 590 2531 337 2420 139 198 111 89 253 164 137 89 1895 1840 55 1770 525 504 427 372 330 58 272 118 154 127 1743 272 97
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=31
num_cat=0
split_feature=1 4 3 150 1375 2 2 4 124 15 12 42 43 1 160 1213 42 2 1 2 159 0 52 14 47 43 51 1444 4 12
split_gain=2.36855 0.349115 0.314478 0.242482 0.196362 0.185835 0.183818 0.177274 0.169577 0.144005 0.150419 0.127704 0.117871 0.115225 0.112086 0.114427 0.127735 0.123991 0.2389 0.186183 0.140107 0.106525 0.0864088 0.225644 0.0863147 0.0900861 0.0813015 0.0785814 0.18434 0.081502
threshold=0.10920500000000001 0.27287000000000006 -0.072624999999999981 0.084680000000000019 -0.092319999999999985 0.14285500000000004 0.25063000000000007 0.40124500000000002 -0.076779999999999987 -0.15914499999999995 1.0000000180025095e-35 -0.0060199999999999993 -0.080324999999999994 0.12000500000000001 -0.54200499999999985 -0.077519999999999992 0.11839500000000001 1.0000000180025095e-35 0.093400000000000025 0.085730000000000015 0.083870000000000014 -0.13843999999999998 -0.065544999999999978 -0.10708499999999999 0.13439000000000004 -0.03898999999999999 0.012085000000000002 -0.083894999999999983 -0.51843499999999987 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 -4 21 13 9 11 -1 -11 -6 -13 -3 -10 -16 17 18 -17 -19 -21 -2 -15 -24 25 26 -23 -12 -29 -30
right_child=1 6 4 -5 8 -7 -8 -9 14 10 27 12 -14 22 15 16 -18 19 -20 20 -22 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.023396505546761769 0.0091498539997264747 0.010963583616539837 0.0058177179535564595 0.007482959631058138 0.016543302900697054 0.0062476197419325929 -0.0013293747858066733 0.0090584307368844746 0.022265345754998705 0.010608145376318136 0.011716936552978081 0.011812682135496289 0.0030690262792631984 0.0013913683432700307 0.021532529189942348 0.0029569599045706648 0.0099277386561081541 0.023388450057911025 0.016310952513201818 0.014855121768886557 0.020598788413219157 0.017132113909284617 0.01542489185397114 0.0054058891299319572 0.010598642788017573 0.020895210209048609 0.0097383172065019612 0.026913468255883172 0.018585843753578152 0.017066815341654863
leaf_weight=41 25 80 23 82 38 27 24 25 27 32 23 58 21 29 31 21 41 35 37 282 50 58 28 114 23 44 20 21 489 1272
leaf_count=41 25 80 23 82 38 27 24 25 27 32 23 58 21 29 31 21 41 35 37 282 50 58 28 114 23 44 20 21 489 1272
internal_value=0 0.00956015 0.0167699 0.0120524 0.0148961 0.0139544 0.00703164 0.0174237 0.0152219 0.0175351 0.0174042 0.0117797 0.00948842 0.00783109 0.0159904 0.0156496 0.0152582 0.0157724 0.0114759 0.0164514 0.0157201 0.0151784 0.0063656 0.00738147 0.0162178 0.0172772 0.0152363 0.0175247 0.0175997 0.0174886
internal_weight=0 554 2567 279 664 197 275 1903 641 1878 1837 117 79 251 524 497 466 425 58 367 332 170 171 142 145 122 78 1805 1782 1761
internal_count=3121 554 2567 279 664 197 275 1903 641 1878 1837 117 79 251 524 497 466 425 58 367 332 170 171 142 145 122 78 1805 1782 1761
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=31
num_cat=0
split_feature=1 3 4 3 376 130 1375 4 2 123 42 14 49 16 12 52 474 475 16 51 50 52 52 483 158 12 42 3 52 16
split_gain=1.91853 0.294954 0.264621 0.255494 0.254706 0.245634 0.161042 0.144674 0.143268 0.119779 0.140171 0.111778 0.149575 0.105735 0.195811 0.191395 0.14832 0.158586 0.261095 0.155453 0.112476 0.120811 0.107186 0.103686 0.09718 0.105888 0.178805 0.226241 0.221279 0.151268
threshold=0.10920500000000001 0.30112000000000005 0.41257000000000005 -0.07359499999999998 0.083785000000000012 -0.054924999999999995 -0.092319999999999985 0.24564500000000003 0.14838000000000004 1.0000000180025095e-35 -0.0060199999999999993 -0.10708499999999999 0.14705000000000004 -0.010264999999999998 1.0000000180025095e-35 -0.13993999999999998 0.085500000000000007 -0.086004999999999984 0.41553500000000004 -0.085384999999999989 0.095140000000000016 0.2800700000000001 -0.070154999999999981 -1.0000000180025095e-35 0.10398500000000001 0.084595000000000017 0.083715000000000026 -0.085784999999999986 0.084735000000000019 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 -2 -5 13 -7 11 -11 -8 -13 15 -15 -1 17 18 -16 -18 21 -19 -17 -24 25 26 28 -28 29 -25
right_child=1 -3 -4 6 -6 8 9 -9 -10 10 -12 12 -14 14 16 22 19 20 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.023241910074721091 0.0031812328675931154 0.0042848839375807532 0.0070063745120495444 0.0052359462796669944 0.0032087595651632754 0.015260135880106189 0.020605825384457908 0.011176664159660612 0.0063205954793374985 0.018272332139313223 0.0090076227028843738 0.014346815926560664 0.0057388509313265482 0.0055724276451986632 0.0015397373664503297 0.0094459828981400835 0.024353955924931555 0.015078452321226536 0.016290308954194189 0.016239253831016032 0.021482740171253682 0.0087712978901849561 0.021341410870663824 0.025707613639533524 0.0098639705295984949 0.0159265181507545 0.029735016298514827 0.017473923897041995 0.0066153230704367157 0.013816333764597125
leaf_weight=40 22 123 187 23 29 173 27 68 20 20 89 521 21 22 24 23 31 381 24 99 25 33 40 20 24 908 27 34 20 23
leaf_count=40 22 123 187 23 29 173 27 68 20 20 89 521 21 22 24 23 31 381 24 99 25 33 40 20 24 908 27 34 20 23
internal_value=0 0.00860413 0.00983677 0.0150929 0.012006 0.0131926 0.0134652 0.0157044 0.0143338 0.0137444 0.0107076 0.0143261 0.0140133 0.0158756 0.0148429 0.016445 0.0151734 0.0143723 0.00891502 0.0181743 0.014969 0.0145757 0.0162021 0.0163439 0.0161546 0.0163008 0.0190419 0.022901 0.0153053 0.0193472
internal_weight=0 554 431 2567 244 215 701 1866 193 678 109 569 542 1798 639 1159 617 487 48 130 439 414 1119 1096 1056 1032 124 61 63 43
internal_count=3121 554 431 2567 244 215 701 1866 193 678 109 569 542 1798 639 1159 617 487 48 130 439 414 1119 1096 1056 1032 124 61 63 43
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 2 16 0 49 1 4 34 15 52 12 4 3 4 150 159 13 475 52 16 48
split_gain=57.3291 9.46065 5.55501 4.72872 2.84271 2.33209 2.06414 1.85439 1.51951 1.48542 1.3563 1.19184 0.869461 1.14166 0.751526 0.711718 0.700546 0.557277 0.53949 0.50187 0.49621 0.545969 0.469749 0.441902 0.544911 0.393451 0.38535 0.455778 0.406844 0.376369
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.10045500000000002 0.085505000000000012 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.13754500000000003 -0.061854999999999993 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 -1.0000000180025095e-35 0.024640000000000006 -0.56176499999999996 0.088245000000000004 -0.52556499999999995 -0.10519499999999998 -0.013514999999999998 0.083555000000000004 0.08154500000000002 -0.016469999999999995 -0.066784999999999983 0.039215000000000007 -0.080509999999999984 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 10 22 12 -5 18 16 -7 13 14 -1 19 -3 23 -6 20 -14 -22 -4 24 -2 -18 -20 29 -29 -28
right_child=1 5 6 8 9 11 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 25 -19 26 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013718799867180166 0.00088195490109237021 0.00030452581789052369 0.0014268368882835792 0.0012831973483422912 0.0015524958236878661 0.00052491729114955701 0.00078615373777909112 0.0017238023108600475 0.00076590087462356717 0.00089784277356280944 0.0001992307345306389 0.0010161777692745777 0.0017722986659415964 0.001583218941371685 0.0010561868587487706 0.0012775789676715559 0.000502127841772402 0.0010242066936555251 0.0014538649280446446 0.0014045465075310634 0.0012028657378499131 0.0014770228776888729 0.0011904503290615144 0.00059511589912841507 0.00062348310650237808 0.00079485877222045171 0.0012243763946255229 0.0014519900251916571 0.0012446818650691503 0.00099530379227897366
leaf_weight=49 79 40 73 34 28 39 35 79 61 41 101 37 21 36 71 110 41 24 39 758 29 755 58 81 52 31 130 59 95 35
leaf_count=49 79 40 73 34 28 39 35 79 61 41 101 37 21 36 71 110 41 24 39 758 29 755 58 81 52 31 130 59 95 35
internal_value=0 0.000739802 0.000934332 0.00137986 0.00139731 0.00046921 0.00120916 0.00142968 0.000951039 0.00125269 0.000363996 0.000764084 0.00141697 0.00127697 0.00118509 0.00143003 0.000512579 0.000741021 0.00129038 0.00144075 0.00147485 0.00146688 0.00132218 0.000708962 0.000779355 0.000628165 0.00126988 0.00124739 0.00132411 0.00117579
internal_weight=0 691 402 2430 2335 289 166 1908 95 427 213 76 1829 156 120 1673 112 236 386 1563 805 784 131 212 131 72 358 319 154 165
internal_count=3121 691 402 2430 2335 289 166 1908 95 427 213 76 1829 156 120 1673 112 236 386 1563 805 784 131 212 131 72 358 319 154 165
is_linear=0
shrinkage=0.00196078


Tree=4346
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 11 4 2 1 2 1 2 0 47 11 47 16 2 14 51 0 15 1 10 4 1 43 133
split_gain=58.2362 9.51384 5.71222 5.26488 4.22161 2.49424 2.08204 1.77826 1.70777 1.59016 1.57642 1.30541 0.759082 0.765682 0.65051 0.64617 0.643322 0.610285 0.492288 0.437973 0.426397 0.463544 0.391579 0.381178 0.37481 0.372338 0.363127 0.765526 0.357202 0.350534
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 1.0000000180025095e-35 0.40473500000000007 0.092120000000000021 0.09253500000000002 0.17025000000000004 0.087135000000000004 0.085730000000000015 -0.23194499999999998 0.13011000000000003 0.086080000000000018 1.0000000180025095e-35 -0.105305 0.14019000000000004 -0.46413499999999996 -0.065634999999999985 -0.10836499999999999 0.040760000000000005 0.11588000000000001 -0.38124499999999995 -0.013125 0.086920000000000011 0.057265000000000003 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 9 24 12 -5 15 14 -14 -1 -4 23 19 -19 20 -3 -22 -16 -9 -6 -13 28 -28 -11 -23
right_child=1 2 11 10 8 -7 -8 16 -10 26 -12 25 13 -15 22 -17 -18 18 -20 -21 21 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017931324761120879 0.0013969689879223838 0.00088162807579022714 0.00038432645345040569 0.0012619830493685266 0.0013649660028243796 0.00094548162663343294 0.00082257992216671998 0.0015853685673025957 0.00072776662193279945 0.0013876280003209032 0.00073809144520477611 0.00021009155493380757 0.0013756820053388396 0.0010452027671275872 0.0012835356041974986 0.00076858238737080608 0.0014450665150309203 0.00065581309348558591 0.00098634702610034567 0.00033696166063153666 0.00033842491164949595 0.00066568101485041777 0.0014534667558839117 0.0018391905347709459 0.0011023408606291335 -0.0001376706935173156 0.0012863576256637711 0.00090711265553366691 0.0012329572714000513 0.000421091722095887
leaf_weight=21 71 21 106 34 39 48 24 45 39 256 63 29 382 29 55 20 55 41 30 24 25 136 1001 46 45 20 293 22 74 27
leaf_count=21 71 21 106 34 39 48 24 45 39 256 63 29 382 29 55 20 55 41 30 24 25 136 1001 46 45 20 293 22 74 27
internal_value=0 0.000718126 0.000638063 0.00136939 0.000760339 0.00138787 0.00139709 0.00140314 0.00106684 0.00138881 0.000921724 0.000339711 0.00142405 0.00135236 0.00145141 0.000445319 0.00161249 0.000636325 0.000795475 0.000587828 0.000616636 0.000587036 0.00144462 0.00171367 0.00122427 6.81478e-05 0.00130749 0.00125987 0.00135294 0.000625166
internal_weight=0 673 602 2448 427 2351 2303 2279 123 2133 97 175 1488 411 1077 126 146 304 71 233 209 188 1056 91 84 49 645 315 330 163
internal_count=3121 673 602 2448 427 2351 2303 2279 123 2133 97 175 1488 411 1077 126 146 304 71 233 209 188 1056 91 84 49 645 315 330 163
is_linear=0
shrinkage=0.00196078


Tree=4347
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 49 4 150 1 12 4 3 2 40 1 1 3 4 48 2 50 43
split_gain=37.2816 5.76058 3.04532 2.80625 2.17065 1.9457 1.20025 1.17205 1.14036 1.02057 0.925507 0.672595 0.933266 0.540374 0.515319 0.482711 0.414588 0.37081 0.361589 0.571205 0.3363 0.329209 0.314985 0.305825 0.30162 0.282825 0.269142 0.25104 0.247309 0.205023
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.089625000000000024 0.090425000000000019 -0.054984999999999992 -0.15464999999999998 1.0000000180025095e-35 0.16175000000000003 0.087695000000000009 -0.49013999999999996 0.086245000000000016 -0.0091949999999999983 -0.077714999999999992 0.13604000000000002 0.12958500000000003 -0.13927999999999999 0.061775000000000004 0.091840000000000019 0.11411 0.041865000000000006 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 21 25 11 15 -4 17 20 -2 -9 24 28 18 -1 -20 -13 -3 -16 27 -7 -8 -19 -5 -6 -12
right_child=1 4 10 23 16 9 7 14 -10 -11 29 12 -14 -15 22 -17 -18 26 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014831767410087282 0.0008383308568269091 0.00057042450687744023 0.0011755316239111229 0.00091848999554035716 0.000303035854327089 0.0012913457912632667 0.0011291609319579571 0.0009366837874347088 0.0014931104900421125 0.00084643743573109694 0.00082114567430842736 0.00096813375281149363 0.00078588437133382137 0.0011662008357630461 0.00063498544148761786 0.0009036462411455724 6.2505515243590278e-05 0.0012435403578728152 0.0012960289296401572 0.0010323545513137846 0.0012149831874868433 0.00034057812626455341 0.00037919186424363116 0.0004811178562687892 0.0011425687301735831 0.00084218806778607982 0.0011037850310425246 0.00064829345502225282 0.00054901717380087642 0.00058556348322799396
leaf_weight=37 23 46 28 20 55 62 23 20 76 48 49 23 23 121 156 29 21 612 738 33 274 50 21 25 338 31 58 39 22 20
leaf_count=37 23 46 28 20 55 62 23 20 76 48 49 23 23 121 156 29 21 612 738 33 274 50 21 25 338 31 58 39 22 20
internal_value=0 0.000694253 0.00121534 0.000947689 0.000564403 0.00122939 0.00063718 0.000708498 0.00125785 0.00111758 0.000874869 0.0012479 0.0011664 0.00111383 0.000638347 0.00114792 0.000306714 0.00126555 0.00129383 0.00128474 0.00119587 0.000450713 0.000604637 0.000662871 0.00116563 0.000964417 0.00123144 0.000739886 0.000373316 0.000752861
internal_weight=0 673 2448 228 445 2351 347 251 1874 477 97 1798 320 144 197 429 98 1478 808 771 297 96 177 84 400 54 670 59 77 69
internal_count=3121 673 2448 228 445 2351 347 251 1874 477 97 1798 320 144 197 429 98 1478 808 771 297 96 177 84 400 54 670 59 77 69
is_linear=0
shrinkage=0.00196078


Tree=4348
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 14 47 1 2 2 0 47 1 3 132 4 3 1 150 2 12 1 47 4 3 11 15 1 15
split_gain=81.6257 12.9808 8.16946 6.43878 4.67964 3.5323 2.44958 2.40612 2.4031 2.09497 1.47551 1.44045 1.84315 1.48832 1.42152 1.26523 1.22819 1.21168 1.17095 1.0315 0.975274 0.727081 0.720207 0.625448 0.609012 0.652135 0.517227 0.485386 0.479566 0.557147
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.13501500000000002 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.30112000000000005 0.10365500000000001 0.0082450000000000006 0.076840000000000006 0.13146500000000003 1.0000000180025095e-35 0.094835000000000017 0.088245000000000004 0.15022500000000003 0.090100000000000013 -0.51843499999999987 -0.13927999999999999 1.0000000180025095e-35 -0.086849999999999997 0.11669000000000002 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 23 6 11 14 20 -6 19 12 13 -5 17 22 21 18 -4 26 -1 24 -16 28 -13 -26 -7 -22 -3 -30
right_child=1 2 7 5 9 10 -8 -9 -10 -11 -12 16 -14 -15 15 -17 -18 -19 -20 -21 27 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00192721393493146 0.0018012265989840342 0.00097753954964315297 0.00097115411258795676 0.0017570308248323746 0.0016336911016667742 0.0016808323311769766 0.0021820105114074254 0.0011327731156071216 0.0011142773011185358 0.0009702103638571072 0.0012821825501186396 0.002227579295134344 0.0021037546308152097 0.0013027701257767445 0.00038900122402564567 0.00075494530435151472 0.0016290265116452784 0.0011034420179385765 0.00052895699940351808 0.001311722139441716 0.001698742438765133 0.0018132405054573999 -6.6709335089898579e-05 0.0012169120004328674 0.0015397068697447871 0.0018984683761445573 0.001900897489322142 0.0013069438847614799 0.00095043101301138869 0.00050295485329686417
leaf_weight=26 71 148 30 54 77 325 78 37 69 24 39 21 26 57 40 26 97 25 99 27 20 762 20 33 20 749 47 31 23 20
leaf_count=26 71 148 30 54 77 325 78 37 69 24 39 21 26 57 40 26 97 25 99 27 20 762 20 33 20 749 47 31 23 20
internal_value=0 0.00100828 0.000914762 0.00177932 0.00112564 0.00180465 0.00184188 0.000667345 0.00138002 0.00147603 0.0016462 0.00182702 0.00163383 0.00152376 0.000595591 0.000393656 0.00184308 0.00070836 0.000631794 0.00168178 0.00161815 0.00185645 0.000237098 0.000967647 0.00189813 0.00188914 0.00170864 0.00146059 0.00092458 0.000742303
internal_weight=0 673 602 2448 325 2302 1864 277 146 101 438 1786 137 111 240 86 1649 154 129 399 77 1552 60 224 790 769 372 51 191 43
internal_count=3121 673 602 2448 325 2302 1864 277 146 101 438 1786 137 111 240 86 1649 154 129 399 77 1552 60 224 790 769 372 51 191 43
is_linear=0
shrinkage=0.00196078


Tree=4349
num_leaves=31
num_cat=0
split_feature=1 52 1 12 14 4 0 15 0 150 4 52 12 4 4 52 156 1 46 12 0 157 120 13 39 47 13 132 14 124
split_gain=2.80759 0.67572 0.377578 0.277708 0.21313 0.213724 0.191839 0.219671 0.175593 0.167881 0.211721 0.152955 0.137677 0.141622 0.182915 0.192586 0.122799 0.113384 0.110454 0.109785 0.10756 0.106967 0.100658 0.128571 0.101101 0.097812 0.0966388 0.0926012 0.119847 0.0919798
threshold=0.10124500000000002 -0.40967499999999996 0.13604000000000002 0.085885000000000017 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.098289999999999975 -0.079119999999999982 0.083250000000000005 0.41257000000000005 -0.067494999999999986 -0.083994999999999986 -0.49013999999999996 -0.111605 -0.037344999999999996 0.013700000000000002 0.16773500000000005 0.083550000000000013 0.092465000000000006 -0.038659999999999993 -0.23976499999999998 1.0000000180025095e-35 -0.016469999999999995 0.092310000000000017 0.094460000000000002 0.086705000000000018 0.090440000000000006 -0.46166999999999997 -0.043384999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 18 5 6 7 -1 21 10 25 -9 -10 19 15 -15 26 22 27 -14 -16 -8 23 -4 -25 -5 29 28 -3 -7
right_child=1 2 17 9 -6 16 8 11 12 -11 -12 -13 13 14 20 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.022237009021707558 0.018485547513324384 0.015975790544999421 0.0055409685023319489 0.022574047376646811 0.022650496253555412 0.010750099311833485 0.012775219769941438 0.014955149338531652 0.0091794974932616399 0.0067491431974551893 0.0093505599345503881 0.0054033921938389544 0.02225776308148009 0.0047252706065773961 0.017608397247166892 0.015861084940275407 0.0089545641227492274 -0.00078760087490081787 0.016838320505339652 0.013994526639580727 0.010282099990928103 0.019141737165401945 0.00013502301648259164 0.016537291261677942 0.0069104593712836504 0.015951860680555305 0.009658053881772188 0.0025899066333658995 0.0090017332865506526 0.017003157919344421
leaf_weight=22 102 27 88 38 89 26 27 38 22 22 33 30 82 25 438 41 28 23 20 20 21 1169 20 24 20 54 23 20 282 247
leaf_count=22 102 27 88 38 89 26 27 38 22 22 33 30 82 25 438 41 28 23 20 20 21 1169 20 24 20 54 23 20 282 247
internal_value=0 0.0109023 0.00974957 0.0111586 0.0178505 0.0176614 0.0180595 0.0135512 0.0182794 0.0148045 0.0162223 0.0107411 0.016955 0.0172279 0.0165654 0.011643 0.0152844 0.00575597 0.00962292 0.0206375 0.0172732 0.018998 0.00674612 0.0077478 0.0121615 0.0186871 0.0158832 0.0091843 0.00961112 0.0164076
internal_weight=0 773 671 496 2348 2259 1935 90 1845 147 125 68 649 627 525 66 324 175 349 102 459 1196 152 132 44 92 296 329 309 273
internal_count=3121 773 671 496 2348 2259 1935 90 1845 147 125 68 649 627 525 66 324 175 349 102 459 1196 152 132 44 92 296 329 309 273
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 15 4 4 11 2 14 133 151 3 2 43 15 1 133 0 132 160 1 159 52 159 1446 40 0 16
split_gain=2.27536 0.477973 0.26589 0.192895 0.204247 0.192525 0.181808 0.178522 0.175324 0.161591 0.128872 0.13604 0.185718 0.147138 0.152086 0.148334 0.224035 0.145127 0.160588 0.160497 0.124419 0.162985 0.171148 0.109978 0.127445 0.10764 0.104327 0.103682 0.101201 0.0993163
threshold=0.10337500000000001 -0.065229999999999996 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.040760000000000005 0.41257000000000005 -0.050494999999999991 0.075910000000000019 -0.13033999999999998 0.08104500000000002 0.081415000000000015 0.032230000000000009 0.11296500000000002 0.089605000000000018 -0.090299999999999991 -0.037864999999999989 0.086255000000000012 0.088525000000000006 -0.081584999999999977 0.088890000000000011 -1.0000000180025095e-35 0.14173500000000003 0.082585000000000006 -0.42635499999999998 -0.23203499999999996 0.085345000000000018 -0.077474999999999988 -0.15090499999999998 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 27 -5 9 -2 -6 -7 -1 11 12 13 14 15 16 -11 18 19 26 21 -4 -23 24 -16 -20 -13 -3 -10 -9
right_child=1 2 20 4 7 8 -8 29 28 10 -12 17 -14 -15 23 -17 -18 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0068549319595584404 0.014878001762289469 0.008383801655830159 0.0076058884760221617 0.016830893605947497 0.01601051951363457 0.016673357606653543 0.0086540495603912859 0.0097475143237198414 0.019061568164915749 0.018386698430404066 0.022899486158381811 0.018736339628572223 0.0073815170826541411 0.0067946029665029569 0.016634940964480243 0.017439121833272959 0.0034188876114785677 0.0099736510698373131 0.02063736630952917 0.026916072181087325 0.0095783603661086254 0.0041835311476303184 -0.0075553087034711131 0.016759965325027337 0.011417272478066596 0.014463021096798912 0.011581783191017483 0.001975514678284526 0.027941752917000226 0.0051583066233433783
leaf_weight=23 176 51 26 41 33 1058 64 130 33 20 22 179 37 23 60 263 20 33 32 22 23 23 27 81 213 240 23 50 21 74
leaf_count=23 176 51 26 41 33 1058 64 130 33 20 22 179 37 23 60 263 20 33 32 22 23 23 27 81 213 240 23 50 21 74
internal_value=0 0.00957706 0.00774882 0.00895423 0.010314 0.0159926 0.0132183 0.00918666 0.016957 0.0151619 0.0153125 0.0151786 0.0142811 0.0146565 0.0149317 0.0165762 0.0109028 0.0163951 0.0168223 0.0188051 0.00313417 0.00118396 -0.00215544 0.0135241 0.012564 0.0151894 0.0179217 0.00521138 0.022515 0.0080828
internal_weight=0 718 478 379 278 2403 240 237 1112 1291 1268 1246 717 680 657 303 40 529 496 224 99 76 50 354 273 272 202 101 54 204
internal_count=3121 718 478 379 278 2403 240 237 1112 1291 1268 1246 717 680 657 303 40 529 496 224 99 76 50 354 273 272 202 101 54 204
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=31
num_cat=0
split_feature=1 2 1 12 4 2 4 15 51 14 4 15 43 0 4 1 43 4 4 13 52 160 42 51 13 51 3 0 0 4
split_gain=1.85563 0.277355 0.240631 0.233223 0.194083 0.167133 0.254324 0.165792 0.181746 0.147092 0.120445 0.178767 0.119141 0.115273 0.106527 0.104792 0.104428 0.163783 0.104223 0.139261 0.163811 0.102483 0.130527 0.100701 0.0946183 0.0939796 0.0963819 0.0920608 0.218195 0.123765
threshold=0.10920500000000001 0.13622000000000004 0.094385000000000011 1.0000000180025095e-35 -0.17966999999999997 0.11362000000000001 -0.064804999999999988 0.093115000000000017 0.10614000000000001 0.062655000000000016 -0.15764999999999998 -0.079929999999999987 -0.05647499999999999 -0.10474999999999998 -0.03898999999999999 0.13927000000000003 -0.52440999999999993 -0.51843499999999987 0.51388000000000011 -0.39067499999999994 -0.021869999999999997 -1.0000000180025095e-35 -0.035074999999999988 0.11548000000000001 -0.0021749999999999994 0.095050000000000009 0.086245000000000016 -0.14832499999999996 -0.14001499999999997 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 -4 9 -7 8 21 16 -3 13 -2 -12 -5 -15 -1 -18 19 -14 -21 -6 -23 25 -25 26 27 -19 -29 -30
right_child=1 10 4 14 7 6 -8 -9 -10 -11 11 -13 18 15 -16 -17 17 23 -20 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0076664134305680087 0.0047468656301023248 0.011474849630824546 0.016099481137339458 0.018460732251405716 0.013397932339991842 0.0012609937366852095 0.013046227212974125 0.014724272394903586 0.018452609851956368 0.018978993561685489 0.010546991373262099 -0.0032241814003716555 0.0063188466908676291 0.0063584168548307691 0.011274749039715724 -0.00044421280065599163 0.021170753368343682 0.020581217832363177 0.0041168334210912386 0.021233449745923283 0.010318526736227795 0.014467161697457018 0.0063695996814498654 0.013578352739827501 0.0058033552253618842 0.018799144594231623 0.011001880025225027 0.0050225597097659893 0.015173572287323425 0.012608065874066874
leaf_weight=21 98 22 86 25 35 21 143 77 20 83 31 31 42 54 118 39 39 27 30 20 44 23 148 45 24 56 70 23 1409 217
leaf_count=21 98 22 86 25 35 21 143 77 20 83 31 31 42 54 118 39 39 27 30 20 44 23 148 45 24 56 70 23 1409 217
internal_value=0 0.00781624 0.0141978 0.00934937 0.0119068 0.0146069 0.0115371 0.0107168 0.00935144 0.0148569 0.00455076 0.00356798 0.00740502 0.00526602 0.012531 0.0035057 0.0146797 0.0147568 0.00932045 0.0107932 0.0137294 0.00846783 0.00745875 0.0146232 0.010874 0.0147667 0.0146374 0.0147892 0.0146944 0.0148312
internal_weight=0 554 2567 377 389 2178 164 303 226 2014 177 155 234 124 143 93 1931 1910 136 106 64 206 171 1871 69 1802 1746 1676 1649 1626
internal_count=3121 554 2567 377 389 2178 164 303 226 2014 177 155 234 124 143 93 1931 1910 136 106 64 206 171 1871 69 1802 1746 1676 1649 1626
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 4 2 4 1 47 52 0 14 4 2 160 475 3 1 1447 2 52 16 151
split_gain=91.4512 14.7543 9.20125 7.97045 5.26353 4.20216 3.06913 2.45222 2.34886 2.27939 2.03914 1.97905 1.66626 1.27729 0.84822 0.736399 0.629529 0.570039 0.433012 0.421595 0.413859 0.401373 0.37008 0.340452 0.311195 0.310661 0.296368 0.284727 0.283233 0.275236
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.089775000000000008 0.40473500000000007 0.14960000000000004 0.27834500000000006 0.090540000000000023 0.090100000000000013 -0.56176499999999996 -0.22491999999999998 0.096015000000000017 -0.036839999999999991 0.099185000000000009 -1.0000000180025095e-35 -0.066784999999999983 1.0000000180025095e-35 0.16175000000000003 -0.082869999999999985 -1.0000000180025095e-35 0.039215000000000007 0.11346000000000002 -0.014594999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 15 6 7 10 12 -5 14 -6 13 29 -1 23 -12 -18 -9 -2 25 -15 -22 -3 -14 -19 -16 -24 -7 -4
right_child=1 2 8 9 11 28 -8 18 -10 -11 16 -13 24 21 26 -17 17 20 -20 -21 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014372841363685549 0.0014483382807058446 0.00034416426890337764 0.00032795170981530012 0.0011942672615198389 0.0011897053449185504 0.00064590372409261375 0.0006731042257978831 0.0017925267758303538 0.0006354250160992283 0.00056430413435542843 0.0015172520546092446 0.00060238887546766617 -7.4427218594071362e-05 0.00028124765552039365 0.0010867760893232237 0.00074610625685868305 0.0010041088351056356 0.0015321122037386149 0.0014816280837882966 0.0011321812332455627 0.0014106542832043323 2.4018222419396414e-05 0.0011557217798808701 0.00051024829923554003 -0.00035299840057138296 0.0013151317914507858 0.0013303858280202753 0.0012753674544187055 0.00094819400997404109 0.00064178265983142531
leaf_weight=1081 50 98 21 34 71 26 24 61 34 63 45 32 58 32 21 32 28 27 24 24 42 86 156 92 21 420 224 150 22 22
leaf_count=1081 50 98 21 34 71 26 24 61 34 63 45 32 58 32 21 32 28 27 24 24 42 86 156 92 21 420 224 150 22 22
internal_value=0 0.000519803 0.00041776 0.00133593 0.000640898 0.00135866 0.00137063 0.00137797 0.000153089 0.000785116 0.00136531 0.00100724 8.47581e-05 0.000199203 0.00141367 0.000470929 0.00129143 0.00127908 0.00170474 0.0013458 0.00128876 9.37754e-05 0.00123806 0.000424584 -0.000148478 0.00132824 0.0013095 0.00121437 0.000784453 0.000488516
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 2194 103 240 161 1326 222 868 823 85 74 795 118 348 190 79 447 245 306 48 43
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 2194 103 240 161 1326 222 868 823 85 74 795 118 348 190 79 447 245 306 48 43
is_linear=0
shrinkage=0.00196078


Tree=4353
num_leaves=31
num_cat=0
split_feature=1 3 3 2 1 2 4 12 2 2 2 2 16 0 4 47 12 1 13 1 3 3 0 156 3 4 1 3 0 16
split_gain=39.7795 4.73558 4.2295 2.52962 2.2359 2.05361 1.61613 1.30002 1.12458 1.10206 1.19516 0.951654 0.901676 0.823383 0.790663 0.668432 0.588476 0.483769 0.476024 0.450928 0.423813 0.38147 0.360861 0.356985 0.465789 0.592821 0.336967 0.329912 0.32788 0.325744
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.11474000000000002 0.092390000000000014 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.090425000000000019 -1.0000000180025095e-35 0.10803500000000001 0.13404500000000005 -0.5335399999999999 -0.14832499999999996 0.09173000000000002 0.077555000000000013 0.051320000000000005 0.16175000000000003 -1.0000000180025095e-35 0.12958500000000003 -0.14847999999999997 -0.14477499999999996 -0.060129999999999996 0.093155000000000002 0.090900000000000009 -0.059649999999999988 0.12000500000000001 0.12745000000000004 -0.026509999999999995 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 11 9 8 -6 13 26 19 15 -9 -1 -2 23 -10 -7 -12 -11 -18 -5 -15 24 29 -26 -3 -20 -16 -4
right_child=1 5 4 21 7 17 -8 12 16 10 18 -13 -14 22 28 -17 20 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015586525007011064 0.0011966631143720064 0.00062790358579090609 0.0011152518274935427 0.00070848622556323555 0.00071040848111794664 0.00035890065164260635 0.00074340918381375805 0.00066411000694714336 0.00090605101724660481 0.001177896737202391 0.00052275948469675878 0.00086328546717470765 0.0011301724996580032 0.001284748728453183 0.0010336084225598503 0.0014441539861064193 0.0013296232884940876 2.839443226884894e-05 0.00062949059238022215 0.00077109589807543093 0.0011816413473813871 0.00040031203052119527 0.0010671192670569701 0.0013702081654046636 0.0011885543675534144 0.00078403590186164264 0.00035659280141197983 0.00091184031549801836 0.00067856003000747918 0.0012889809879090856
leaf_weight=42 76 24 118 47 90 90 24 20 27 22 94 40 79 1243 20 34 86 21 41 20 552 23 30 26 26 30 66 26 20 64
leaf_count=42 76 24 118 47 90 90 24 20 27 22 94 40 79 1243 20 34 86 21 41 20 552 23 30 26 26 30 66 26 20 64
internal_value=0 0.000642695 0.00120807 0.00090159 0.00105176 0.0005235 0.00124917 0.000880966 0.0012553 0.000609545 0.000689616 0.00114727 0.00103602 0.00128853 0.00107922 0.00118538 0.00118959 0.000296372 0.000612772 0.000984182 0.00120159 0.000607229 0.00127962 0.00115206 0.00112823 0.000971848 0.000428942 0.000739059 0.000856084 0.00117634
internal_weight=0 590 2531 186 527 404 2004 189 1980 293 203 338 99 1315 116 298 665 111 161 42 638 70 1273 264 238 56 90 67 40 182
internal_count=3121 590 2531 186 527 404 2004 189 1980 293 203 338 99 1315 116 298 665 111 161 42 638 70 1273 264 238 56 90 67 40 182
is_linear=0
shrinkage=0.00196078


Tree=4354
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 4 47 2 14 47 12 16 0 160 51 11 51 49 1 151 4 0 160 16
split_gain=34.4197 4.17766 4.05241 2.25403 2.12626 1.53804 1.20492 1.12248 1.12092 0.851681 0.840293 0.788637 0.771545 0.677016 0.544694 0.539604 0.483326 0.460885 0.445787 0.409415 0.409332 0.377927 0.376332 0.358715 0.382341 0.36197 0.346312 0.342723 0.414665 0.283034
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.090285000000000018 0.40124500000000002 -0.16363499999999997 0.033845000000000007 0.14285500000000004 0.27834500000000006 0.077555000000000013 0.11389000000000002 0.076175000000000007 0.091680000000000011 0.13597000000000004 -0.040964999999999994 -0.13027499999999997 -0.067824999999999983 -0.10056999999999998 0.080455000000000013 -0.033649999999999992 -0.063424999999999981 0.10089500000000001 -0.082829999999999973 -0.0070899999999999991 -0.062764999999999974 -1.0000000180025095e-35 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 10 14 26 -6 16 11 -3 13 20 18 23 21 -7 -4 -13 -1 27 -22 24 -10 -25 -5 -8 -29 -24
right_child=1 5 6 7 8 17 9 -9 15 -11 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 29 25 -26 -27 -28 28 -30 -31
leaf_value=0.0012836353131142845 0.00063760879147004999 0.00069349056152395565 0.00095905315187761722 0.0012144953894960074 0.0011484440767184456 0.00057773069642922455 0.0011631657737120537 0.00065205104742262145 0.00095122107785511638 0.00099704192808008343 0.00024286729275292175 0.00061210333869871124 0.0013562181650423534 0.00069838223969746446 0.0014256784532025442 0.00097219069676260492 0.00090105885525181776 0.00095813770236727455 0.0012141663228403099 0.00031484493083806212 0.00079922213645754864 0.0012996217578797791 0.00099668011540031648 0.00076778350572440622 0.00062635685703513492 0.0004781165818916952 0.00096973257960655671 0.00078666647932693068 0.0011023257031817647 0.0011844696594739011
leaf_weight=31 178 45 27 46 31 25 601 29 30 171 98 23 35 20 46 31 29 24 1068 79 22 67 72 27 26 43 43 20 80 54
leaf_count=31 178 45 27 46 31 25 601 29 30 171 98 23 35 20 46 31 29 24 1068 79 22 67 72 27 26 43 43 20 80 54
internal_value=0 0.000612486 0.00113839 0.000776923 0.000962995 0.000446931 0.00117349 0.000987074 0.000807717 0.0011226 0.000383507 0.000477267 0.00108775 0.00104053 0.00121666 0.000740439 0.00114955 0.000764052 0.00120788 0.000381874 0.00107876 0.00115893 0.00103585 0.000683421 0.000800391 0.000589845 0.00109624 0.00114548 0.00103919 0.00107716
internal_weight=0 590 2531 296 422 294 2109 118 188 968 245 147 234 199 1141 157 797 49 1095 102 179 768 148 126 56 70 89 701 100 126
internal_count=3121 590 2531 296 422 294 2109 118 188 968 245 147 234 199 1141 157 797 49 1095 102 179 768 148 126 56 70 89 701 100 126
is_linear=0
shrinkage=0.00196078


Tree=4355
num_leaves=31
num_cat=0
split_feature=1 3 123 39 2 44 4 42 2 12 4 3 13 0 13 0 15 1 133 43 48 12 1447 47 12 484 129 13 42 1213
split_gain=2.33337 0.32801 0.295017 0.253782 0.22527 0.197644 0.216706 0.167763 0.167266 0.155067 0.148049 0.264312 0.139316 0.129803 0.127601 0.176914 0.127011 0.126267 0.125485 0.13789 0.123833 0.12162 0.121142 0.111601 0.110301 0.107082 0.094026 0.08216 0.183715 0.154262
threshold=0.10920500000000001 0.31534000000000006 1.0000000180025095e-35 0.087735000000000021 0.10981000000000002 0.081805000000000017 0.36766000000000004 -0.019989999999999997 0.14122000000000004 -0.42850999999999995 -0.073934999999999987 0.092670000000000016 -0.11122999999999998 -0.22491999999999998 -0.17933499999999997 -0.089269999999999988 -0.091604999999999978 0.098700000000000024 -1.0000000180025095e-35 -0.079914999999999986 0.092680000000000026 0.089885000000000007 -0.086059999999999984 0.082095000000000015 0.093535000000000021 0.085595000000000018 0.102035 -0.017449999999999997 0.083865000000000009 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 16 6 8 -6 10 -3 14 17 -9 -14 -1 -16 -2 21 -4 -20 22 -12 -17 24 -19 27 -23 28 -24 -30
right_child=1 9 18 -5 7 -7 -8 12 -10 -11 11 -13 13 -15 15 20 -18 23 19 -21 -22 26 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0088236748773072443 0.0084595744888628695 0.0078376435302197935 0.017244712432677094 0.0059148815226930966 -8.166401414200664e-05 0.023851478578788894 0.0090155781739248118 0.0054700589622370902 0.0092100113539434064 -0.00064737957270283785 0.016345576718571782 0.0068286867716755633 0.0051395602261080694 0.013651968963317758 0.020586260436546239 0.022788191843649438 0.015803389583015814 0.002351030819118023 0.010786903898816747 0.0014797397051006557 0.0086619351946172259 0.01457879591325177 0.0085240921109086942 0.015458378957753833 0.01285343840252608 0.01095415896207497 0.0078978687270798483 0.017307234902242497 0.016932919032099033 0.010422941851651386
leaf_weight=21 31 35 22 157 20 28 52 53 41 56 655 39 23 81 105 29 98 20 78 20 21 496 36 33 20 37 22 477 273 42
leaf_count=21 31 35 22 157 20 28 52 53 41 56 655 39 23 81 105 29 98 20 78 20 21 496 36 33 20 37 22 477 273 42
internal_value=0 0.00810466 0.0152607 0.0091834 0.0108604 0.0154981 0.0154014 0.00854406 0.0155417 0.00261609 0.0156533 0.0149352 0.00964288 0.0117694 0.0165397 0.0166985 0.0140386 0.0151889 0.0104196 0.00888748 0.0162524 0.0154401 0.0164307 0.0111536 0.00760223 0.0162175 0.014295 0.0164527 0.0152915 0.0160649
internal_weight=0 554 2567 463 306 2447 2419 177 2367 91 2326 1285 157 104 1041 1020 129 1246 120 98 915 1173 894 73 40 865 518 828 351 315
internal_count=3121 554 2567 463 306 2447 2419 177 2367 91 2326 1285 157 104 1041 1020 129 1246 120 98 915 1173 894 73 40 865 518 828 351 315
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 47 47 14 2 2 2 1 13 51 3 1 49 1 0 3 3 16 43 48
split_gain=66.8584 7.82395 6.67471 4.39034 4.14458 3.50067 2.70036 1.88837 1.81504 1.98529 1.38815 1.35515 0.976233 0.920234 0.802103 0.737634 0.730218 0.669282 0.660197 0.619901 0.697447 0.613814 0.564935 0.554616 0.505467 0.462113 0.442864 0.395011 0.394204 0.38774
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091545000000000015 -0.27825499999999997 -1.0000000180025095e-35 0.10803500000000001 0.0052350000000000009 0.077555000000000013 0.091680000000000011 0.076175000000000007 0.12358500000000001 0.11389000000000002 0.11411 0.12958500000000003 -1.0000000180025095e-35 -0.10056999999999998 0.092670000000000016 0.16175000000000003 -0.086009999999999989 0.12000500000000001 -0.13027499999999997 0.12745000000000004 -0.13309499999999996 -0.090344999999999995 -0.088004999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 8 13 -5 23 17 14 15 22 24 -8 19 -2 -10 -11 -1 28 -7 -9 -3 -4 -20 -12 29 -21 -24
right_child=1 5 6 7 -6 21 10 12 9 18 26 -13 -14 -15 -16 -17 -18 -19 25 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015603523684935357 0.0012882863127730488 0.00062638993136846497 0.0012214938808965351 0.0014083835110338858 0.000616466526643417 0.00026445941399977683 0.0013928748662689469 0.0010766137931861131 0.0013213180576628755 0.00050062476027901463 0.00091259721557007114 0.0016867040068495507 0.0011607052568654937 0.0017511789997418721 0.0010413771380036844 0.00091118716105234392 0.00087489990188794968 0.00082571628339150372 0.00062567719589297073 0.001116726549566627 0.00097676366671961556 -0.00010782834264188031 0.00069424025714397435 0.00027831733429171392 0.0014751090887104073 0.00095984345051947399 0.0012209648882190428 0.00062242274372370835 0.0013824367462216742 0.0010639030910005757
leaf_weight=31 92 24 31 27 74 90 624 20 22 94 20 35 31 46 26 20 20 20 41 28 28 21 24 66 1191 26 171 66 92 20
leaf_count=31 92 24 31 27 74 90 624 20 22 94 20 35 31 46 26 20 20 20 41 28 28 21 24 66 1191 26 171 66 92 20
internal_value=0 0.000643778 0.00137674 0.00115164 0.000976553 0.000490569 0.00142178 0.000928512 0.000602911 0.000705669 0.00133563 0.0013309 0.000848036 0.00147892 0.00137881 0.00126832 0.00121447 0.00108532 0.00060663 0.00130823 0.00125542 0.000194027 0.000773477 0.000371137 0.00146868 0.000755354 0.00118868 0.000718361 0.00132044 0.000862269
internal_weight=0 590 2531 422 186 404 2109 188 293 203 841 234 161 1268 650 199 112 42 161 179 148 111 130 90 1222 67 191 110 120 44
internal_count=3121 590 2531 422 186 404 2109 188 293 203 841 234 161 1268 650 199 112 42 161 179 148 111 130 90 1222 67 191 110 120 44
is_linear=0
shrinkage=0.00196078


Tree=4357
num_leaves=31
num_cat=0
split_feature=1 2 1 12 4 15 2 51 51 14 4 157 34 14 15 43 4 3 12 2 49 0 160 2 3 52 159 47 16 16
split_gain=2.22351 0.322868 0.279731 0.243304 0.197728 0.18097 0.175083 0.171157 0.140897 0.136235 0.126487 0.128074 0.119781 0.107314 0.0949909 0.139315 0.118941 0.15813 0.123681 0.143039 0.116148 0.189757 0.125037 0.156907 0.108663 0.104405 0.104821 0.113878 0.101685 0.102973
threshold=0.10920500000000001 0.13754500000000003 0.094385000000000011 1.0000000180025095e-35 -0.17966999999999997 0.093115000000000017 0.13404500000000005 0.10614000000000001 0.10532000000000001 0.062655000000000016 0.0049200000000000008 -0.027269999999999996 -0.021334999999999996 -0.46166999999999997 0.040760000000000005 -0.51144999999999985 -0.52556499999999995 0.10299500000000002 0.091625000000000012 0.084515000000000021 0.082865000000000008 -0.11242999999999999 0.08443500000000001 0.089605000000000018 -0.12711499999999995 0.42957000000000006 0.014475000000000003 0.088915000000000008 0.41088500000000006 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 -4 7 9 -6 -3 14 11 -5 -2 -14 15 -1 -17 18 20 -20 21 22 23 -18 -16 26 27 28 29 -21
right_child=1 8 4 10 5 -7 -8 -9 -10 -11 -12 -13 13 -15 24 16 17 -19 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0062128494121134288 0.0035681602205075917 0.0021247406511290924 0.016460614198775488 0.011929734581365037 0.0087436400755710932 0.015214511979214074 0.0092300678023650336 0.018433182276785375 0.0088767331315293199 0.019222991060399052 0.010426045919890808 0.022296738683838736 0.014854735306774579 0.0076867751293795434 0.02296281513713655 0.021913449957289482 0.012207267060875894 0.0062834646552801139 0.0051872178065505902 0.014772706924538529 0.017042001623794382 0.015236561497600741 0.014751489177622177 -0.00031898586545139554 0.015688104419644876 0.019868111982941628 0.016870928552277661 0.019055039919912815 0.014578953712949889 0.0078554560079224286
leaf_weight=20 63 117 86 26 206 77 49 20 42 84 99 22 24 161 21 22 20 23 22 28 264 407 27 20 923 24 54 20 57 93
leaf_count=20 63 117 86 26 206 77 49 20 42 84 99 22 24 161 21 22 20 23 22 28 264 407 27 20 923 24 54 20 57 93
internal_value=0 0.00771331 0.0146988 0.00924496 0.0122287 0.0110276 0.01514 0.00960112 0.00390829 0.015276 0.0124686 0.0166813 0.00733419 0.00861667 0.0151139 0.0144828 0.0146358 0.0144846 0.0146667 0.0129472 0.015361 0.0144248 0.00949337 0.00594414 0.0158499 0.0135658 0.0129656 0.0119005 0.0110966 0.00945614
internal_weight=0 554 2567 395 389 303 2178 226 159 2129 147 48 248 185 2045 1101 1081 1059 1036 298 738 474 67 40 944 276 252 198 178 121
internal_count=3121 554 2567 395 389 303 2178 226 159 2129 147 48 248 185 2045 1101 1081 1059 1036 298 738 474 67 40 944 276 252 198 178 121
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=31
num_cat=0
split_feature=1 12 44 1 3 39 12 132 3 15 4 15 4 15 11 15 2 3 43 15 0 1375 43 43 13 1 3 0 3 4
split_gain=1.81624 0.391522 0.258316 0.241485 0.213984 0.161541 0.155514 0.13364 0.147625 0.118119 0.105339 0.155706 0.101476 0.105945 0.101461 0.181128 0.154108 0.140166 0.261919 0.11972 0.117796 0.0963664 0.12267 0.122561 0.229258 0.10446 0.105764 0.0925533 0.158911 0.0919276
threshold=0.11690500000000002 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 0.30112000000000005 0.088025000000000006 0.099815000000000015 0.10613500000000002 0.42240500000000009 0.035560000000000008 -0.064054999999999987 -0.042209999999999991 0.27287000000000006 -0.43375999999999998 1.0000000180025095e-35 -0.036009999999999993 0.083215000000000011 -0.11255999999999998 -0.13868499999999997 0.040760000000000005 0.11070500000000001 -0.096099999999999977 -0.078139999999999973 -0.11720999999999999 -0.0072999999999999992 0.09697500000000002 -0.0063699999999999989 -0.26343999999999995 0.13524500000000003 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 12 14 8 -6 21 -1 -12 -2 -14 17 -16 -17 18 -3 20 -18 -5 23 -23 -25 -24 -27 -28 -29 -8
right_child=4 6 -4 9 7 -7 29 -9 -10 -11 11 -13 13 -15 15 16 19 -19 -20 -21 -22 22 25 24 -26 26 27 28 -30 -31
leaf_value=0.015781689788910407 0.011471533043723968 0.015595520726804223 0.019692954706648988 0.0013864877611576092 0.0022930833731185309 0.0045342193596408118 0.012218050235522637 0.0079374964366881896 -0.0077395505830645563 0.014221589706457136 0.013747606385574752 0.0060037136287428442 0.011124377529550759 0.0029755056420794858 0.0087018478764221072 0.025050102937966584 0.0075557429622858767 0.01395313820669737 0.0017915522541712831 0.021596767834077282 0.016586317888980445 0.012603117360479452 0.013803085212086169 0.0073961589550999088 -0.0036670017687496373 0.0018277233885601162 0.0047438725287345454 0.016207646545828194 0.0065843196760397406 0.006437787545793678
leaf_weight=79 90 28 30 21 55 132 332 26 20 33 74 40 27 39 25 25 20 1603 27 30 52 22 53 67 26 20 26 37 32 30
leaf_count=79 90 28 30 21 55 132 332 26 20 33 74 40 27 39 25 25 20 1603 27 30 52 22 53 67 26 20 26 37 32 30
internal_value=0 0.0130232 0.0106656 0.0101546 0.00571995 0.00710888 0.0136311 0.00175944 -0.000382286 0.00853928 0.0129753 0.0110305 0.00928744 0.00630914 0.0140095 0.0164823 0.0180139 0.0137828 0.00881903 0.0162893 0.0140778 0.00792245 0.00840745 0.00589104 0.00430323 0.01013 0.00843719 0.00982865 0.0117447 0.011739
internal_weight=0 2732 560 530 389 288 2172 101 75 337 193 114 156 66 1810 152 127 1658 55 102 72 304 283 115 93 168 115 95 69 362
internal_count=3121 2732 560 530 389 288 2172 101 75 337 193 114 156 66 1810 152 127 1658 55 102 72 304 283 115 93 168 115 95 69 362
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 14 4 2 1 2 2 1 1429 12 52 51 10 14 4 15 49 0 0 47 14 0 13 457
split_gain=37.3183 6.59861 3.71408 3.10079 1.96126 1.95156 1.48222 1.48002 1.19572 0.944269 0.910307 0.892478 0.65324 0.436229 0.864225 0.393634 0.324409 0.311925 0.307969 0.286467 0.286756 0.274215 0.27148 0.463317 0.268953 0.258747 0.381196 0.290035 0.252556 0.426692
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.092235000000000025 0.092845000000000025 0.11474000000000002 0.17025000000000004 0.080270000000000022 0.084690000000000015 0.11472500000000001 -0.56176499999999996 0.11144500000000002 -0.38851999999999992 -0.46596499999999991 0.27834500000000006 0.095175000000000023 0.082865000000000008 -0.12333499999999999 0.18019500000000002 1.0000000180025095e-35 -0.23083499999999998 -0.12333499999999999 -0.07743499999999999 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 25 12 8 9 13 -5 -7 15 17 22 19 -11 -1 -14 -4 -21 -9 23 -15 28 26 -3 -27 -18 -30
right_child=1 2 6 10 -6 11 -8 21 -10 16 -12 -13 18 14 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0013122849487068875 0.0012656936496957536 0.00085417343139210168 0.00066005981837709748 0.0011301006031063225 0.00085891522862796305 0.0011115606319091862 0.00085025264683639046 0.0016005267859431403 0.00079482558005740086 0.0013723139306130584 0.00073648637590112518 0.00068105876071415108 0.00036334685439523914 0.0010384280004261399 0.00085545338743404475 0.00074247227799074315 0.0012512370014075059 0.0011092182838059717 5.7915835384007233e-05 0.00056398321512492839 0.00036758469032925471 0.0013683620960481706 0.0014763976136843364 0.0012614765410795129 0.00095969284501145865 0.00064875598047293862 0.00061923971756929397 0.00096554936614691043 0.0011797271326325963 0.00091082795775720689
leaf_weight=951 76 32 22 37 48 81 37 53 22 37 58 24 30 39 22 20 186 30 22 39 107 31 20 437 20 20 156 25 415 24
leaf_count=951 76 32 22 37 48 81 37 53 22 37 58 24 30 39 22 20 186 30 22 39 107 31 20 437 20 20 156 25 415 24
internal_value=0 0.000720629 0.000653272 0.00123704 0.00125117 0.000791215 0.000484952 0.0012594 0.00124966 0.00125425 0.000889789 0.00101316 0.000428634 0.00128177 0.00123574 0.000482434 0.00119376 0.00130607 0.000234126 0.000451478 0.000420047 0.00151485 0.0012526 0.0012432 0.00118352 0.000691197 0.000659228 0.000824752 0.00119068 0.00116503
internal_weight=0 691 615 2430 2335 338 277 2287 2203 2181 95 105 240 1499 518 188 682 981 52 168 146 84 496 476 645 233 188 45 625 439
internal_count=3121 691 615 2430 2335 338 277 2287 2203 2181 95 105 240 1499 518 188 682 981 52 168 146 84 496 476 645 233 188 45 625 439
is_linear=0
shrinkage=0.00196078


Tree=4360
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 42 2 2 14 4 1 147 11 1 150 16 0 43 2 160 43 4 15 1429 52 3 13
split_gain=35.1404 4.26342 4.07441 2.64529 2.41365 1.90126 1.5958 1.13987 1.09336 1.04913 0.750617 0.62295 0.590059 0.485259 0.469656 0.438703 0.835128 0.861938 0.435401 0.351634 0.345612 0.686538 0.331742 0.325355 0.310333 0.289314 0.347511 0.299078 0.270842 0.463321
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.40124500000000002 -0.0060199999999999993 0.089775000000000008 0.17025000000000004 0.076175000000000007 0.27834500000000006 0.090540000000000023 1.0000000180025095e-35 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 -0.040964999999999994 -0.066689999999999985 -0.08076499999999999 0.11177500000000001 -1.0000000180025095e-35 -0.079914999999999986 -0.036839999999999991 0.040760000000000005 1.0000000180025095e-35 -0.5425549999999999 -0.11171999999999999 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 9 10 24 -4 11 12 13 14 -1 -3 16 28 -18 -8 -15 -2 -22 -14 -10 -5 26 27 -17 29 -11
right_child=1 6 8 7 -6 -7 18 -9 23 15 -12 -13 22 19 -16 25 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012406387314604741 0.0004953522962283961 0.00078090611718567636 0.0011883470025610798 0.0012972690492485566 0.00073125232246446707 0.00077106457333682194 0.0006006192042788479 0.00068343950686138813 0.00077634337110345773 0.00082264806008806412 0.00018983059987667412 0.0014298519803471786 0.00054068632621473553 0.0011694010603092004 0.00040353106858293994 0.0012356759878650314 0.0010599815744857099 0.0005857772164631123 0.00097815119752696919 0.00092038253650945771 0.00096296193311148361 0.00062317113245288877 0.00032686798947163765 0.00051564011356876219 0.0010515325744256405 0.0014788105557946598 0.0014085293330398259 0.00093806880654073233 0.0011607464942209548 0.0012001470222192652
leaf_weight=1082 44 32 22 29 45 41 23 29 63 25 52 58 39 238 21 37 56 20 24 24 29 108 98 26 62 20 25 20 704 25
leaf_count=1082 44 32 22 29 45 41 23 29 63 25 52 58 39 238 21 37 56 20 24 24 29 108 98 26 62 20 25 20 704 25
internal_value=0 0.000632887 0.00116427 0.000796211 0.00118112 0.00118964 0.000462782 0.00102196 0.000796936 0.001197 0.000398571 0.00123089 0.0004557 0.0012223 0.00063138 0.00114601 0.0011311 0.000935191 0.000793401 0.00114659 0.000646541 0.000695098 0.000387736 0.000700183 0.00112984 0.00126736 0.00121579 0.00113125 0.00115084 0.0010114
internal_weight=0 590 2531 301 2420 2375 289 120 111 2334 242 1402 190 1344 53 932 830 76 47 262 181 137 137 89 91 102 82 57 754 50
internal_count=3121 590 2531 301 2420 2375 289 120 111 2334 242 1402 190 1344 53 932 830 76 47 262 181 137 137 89 91 102 82 57 754 50
is_linear=0
shrinkage=0.00196078


Tree=4361
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 14 1 2 2 4 2 150 4 2 2 1 12 15 1 4 1 1 1 1447 49 47 3 1 123
split_gain=53.4103 8.57713 5.42927 4.58178 2.85606 2.37661 1.95064 1.8933 1.38477 1.35176 1.26635 1.22717 0.865398 0.847846 0.586057 0.565256 0.568577 0.550848 0.447708 0.447438 0.432241 0.423732 0.390721 0.347861 0.340682 0.337228 0.327026 0.34741 0.320736 0.304548
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.10188000000000001 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.11474000000000002 -0.111605 0.13501500000000002 1.0000000180025095e-35 0.27044500000000005 0.094835000000000017 0.089775000000000008 0.088975000000000012 0.11586 -0.059484999999999989 0.097525000000000014 -0.03898999999999999 0.15799000000000005 0.086920000000000011 0.11829500000000003 -0.082954999999999987 0.10347500000000003 0.090100000000000013 1.0000000180025095e-35 0.10171500000000001 0.10695000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 7 26 6 13 14 10 23 -4 12 19 15 -1 22 24 29 -16 25 -2 -10 -5 -6 -17 -7 27 -3 -9 -12
right_child=1 2 8 5 9 11 -8 28 21 -11 17 -13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015700672996170021 0.0015723260740439097 0.0006906708142987441 0.0010664906233230377 0.0015405341155583987 0.0014042995313946881 0.0014107486093280607 0.0017992786424198867 0.00097470285062447757 0.00040834176852697074 0.00079327956834211451 0.00057246222197279044 0.0010057915224988235 0.0010141580426088516 0.0011258554392269038 0.0013683593619748336 0.0016690863113777311 0.0012036615248144581 0.00087915156255750091 0.00099742061030219263 0.0015543494788306461 0.0012584188045599522 5.2049979369697817e-05 0.0014667575614243471 0.0011037432358545415 0.0014460563099106143 0.0012543829371726592 0.00098266834243733599 0.00085803251503113233 0.00068784428763729577 0.00035580354748792898
leaf_weight=26 48 99 22 916 57 181 83 47 33 24 148 39 24 24 29 28 36 20 22 59 26 21 395 20 442 75 33 92 22 30
leaf_count=26 48 99 22 916 57 181 83 47 33 24 148 39 24 24 29 28 36 20 22 59 26 21 395 20 442 75 33 92 22 30
internal_value=0 0.000832252 0.000754449 0.00145595 0.000925853 0.00147731 0.00150524 0.00111912 0.000551141 0.00119959 0.000620202 0.00133518 0.00137307 0.00149198 0.00133049 0.00149682 0.00144115 0.000570614 0.00120835 0.00140042 0.00146203 0.000269784 0.00151831 0.00132623 0.00145934 0.00136494 0.000802426 0.000771285 0.000883241 0.000535947
internal_weight=0 673 599 2448 325 2302 1924 146 274 101 220 378 339 1841 77 1817 506 198 51 315 74 54 1311 77 470 256 224 191 69 178
internal_count=3121 673 599 2448 325 2302 1924 146 274 101 220 378 339 1841 77 1817 506 198 51 315 74 54 1311 77 470 256 224 191 69 178
is_linear=0
shrinkage=0.00196078


Tree=4362
num_leaves=31
num_cat=0
split_feature=1 4 123 150 2 44 3 2 13 4 2 42 13 3 11 1 4 483 0 1 0 0 2 48 4 484 43 12 16 3
split_gain=2.15569 0.326474 0.279712 0.228284 0.194927 0.181252 0.195466 0.173784 0.170933 0.157808 0.133228 0.119635 0.109963 0.148353 0.104554 0.103005 0.101866 0.149398 0.131385 0.340214 0.179294 0.122492 0.154975 0.121244 0.113531 0.104578 0.101452 0.0914776 0.0913875 0.116977
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.084680000000000019 0.25063000000000007 0.081805000000000017 0.10893000000000001 0.14285500000000004 -0.28558999999999996 0.042705000000000007 0.13913500000000004 -0.0060199999999999993 0.10820000000000002 -0.12018999999999998 0.097680000000000017 0.12000500000000001 -0.082769999999999982 0.086010000000000017 -0.11437499999999999 0.085110000000000005 -0.22491999999999998 -0.052984999999999997 0.11682500000000001 0.092265000000000014 -0.51253999999999988 0.085595000000000018 -0.085594999999999991 -0.089199999999999988 -0.10850999999999998 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 12 6 9 -2 -8 10 14 -4 13 -3 16 -15 17 23 19 -18 -21 -20 -23 24 -1 -26 -13 -28 29 -11
right_child=1 4 11 -5 -6 -7 8 -9 -10 28 -12 26 -14 15 -16 -17 18 -19 21 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.021958939425115075 0.013154065375188914 0.012915785753113383 0.016543294675648215 0.005691259664983103 -0.0033402804440508284 0.022823650935398683 0.016562639195472 0.0045176890730443927 0.0051918171286487423 0.0075194946692689604 0.0070837373915128418 0.014737232236657292 0.00018603246343056008 0.0096867197630356779 0.0084301508455113926 0.004359524176688865 0.020460881223833119 0.024759653237249171 0.015331948725450739 0.010809331769705751 -0.00078680642414838083 0.0034622157295234506 0.015272269416600466 0.0085226050065830353 0.016391761102090167 0.0096269862415889907 0.0090370111962935588 0.0016170393093489111 0.010849924951412336 0.015105263156284181
leaf_weight=35 170 34 22 82 24 28 20 27 39 23 20 20 28 49 22 140 27 21 1275 40 20 20 25 20 478 24 54 24 135 175
leaf_count=35 170 34 22 82 24 28 20 27 39 23 20 20 28 49 22 140 27 21 1275 40 20 20 25 20 478 24 54 24 135 175
internal_value=0 0.00771483 0.014593 0.0101249 0.00526968 0.0148241 0.0147316 0.0119704 0.00904633 0.0148737 0.0152051 0.00987921 0.00609294 0.00683462 0.0152861 0.00574065 0.015362 0.0164797 0.0149029 0.0111389 0.00694395 0.015151 0.0100234 0.0161675 0.0164523 0.0160683 0.00838319 0.00675394 0.0128562 0.0142241
internal_weight=0 554 2567 279 275 2447 2419 197 59 2360 2027 120 251 223 2007 189 1985 578 1407 87 60 1320 45 557 537 502 98 78 333 198
internal_count=3121 554 2567 279 275 2447 2419 197 59 2360 2027 120 251 223 2007 189 1985 578 1407 87 60 1320 45 557 537 502 98 78 333 198
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=31
num_cat=0
split_feature=1 52 3 47 50 48 2 4 14 52 133 45 0 51 1 4 3 4 0 0 39 49 4 4 157 13 12 43 15 2
split_gain=1.74693 0.440068 0.264884 0.189522 0.155615 0.139867 0.138591 0.243416 0.140617 0.125926 0.122731 0.120817 0.156329 0.220577 0.184865 0.17292 0.121294 0.119816 0.11107 0.104036 0.151235 0.100593 0.116596 0.0996075 0.227851 0.156868 0.14175 0.117087 0.122517 0.0992431
threshold=0.10124500000000002 -0.42635499999999998 0.31370500000000007 0.078345000000000012 0.10616500000000001 -0.081134999999999999 0.11362000000000001 -0.068329999999999988 0.062655000000000016 0.048770000000000008 0.086990000000000012 0.081955000000000014 -0.10836499999999999 -0.040379999999999992 0.08864000000000001 0.066685000000000008 1.0000000180025095e-35 -0.0070899999999999991 -0.11242999999999999 -0.079119999999999982 0.085425000000000015 -0.007794999999999999 0.19806500000000002 -0.27825499999999997 -0.077664999999999998 0.073000000000000023 0.092855000000000007 -0.0040649999999999983 0.093575000000000019 0.13754500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 8 -8 11 -4 17 12 13 -1 18 19 -16 -5 21 -14 23 -15 -23 25 -25 26 -21 -26 -29 -7
right_child=1 2 9 10 -6 29 7 -9 -10 -11 -12 -13 15 14 16 -17 -18 -19 -20 20 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.0011338082523169842 0.014210307428171649 0.013719416961438306 -0.00011564104090633707 0.018612162842570494 0.013218196295201779 0.0064917249489246445 0.00029791910201311113 0.01202457413991184 0.017525335422992196 0.0073198978378273107 0.005405232854272155 0.020815913641655987 0.014319165240109394 0.010393709080138555 0.001026095661273714 0.008435320839165681 0.011159353937815739 0.010736513012229946 0.0075504837930202495 0.015607781410217287 0.0050901524629443883 0.02291206615045667 0.013989061099709944 0.0037650905003578498 0.014098647255551719 0.022129887791483532 0.006132819745689631 0.006444996364007239 0.012850673472261221 0.0022965186292172543
leaf_weight=22 97 23 69 24 34 290 20 154 88 34 33 22 1249 24 21 62 27 99 20 75 25 27 32 29 276 28 20 48 79 70
leaf_count=22 97 23 69 24 34 290 20 154 88 34 33 22 1249 24 21 62 27 99 20 75 25 27 32 29 276 28 20 48 79 70
internal_value=0 0.00791151 0.00700769 0.00784695 0.00673458 0.00615902 0.0133923 0.0106767 0.0136097 0.00233881 0.0108204 0.0134445 0.0133659 0.0104886 0.0118516 0.0136292 0.00672605 0.0122732 0.0142401 0.0138052 0.0126985 0.0158521 0.0180725 0.0130412 0.0123263 0.0155518 0.0136131 0.0129424 0.0104296 0.00567599
internal_weight=0 773 676 573 417 383 2348 174 2174 103 156 2086 2064 173 151 1891 48 123 103 1829 580 83 59 555 432 123 95 403 127 360
internal_count=3121 773 676 573 417 383 2348 174 2174 103 156 2086 2064 173 151 1891 48 123 103 1829 580 83 59 555 432 123 95 403 127 360
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 2 4 1 48 16 0 4 1 1 0 13 4 160 0 13 15 4 16 475 52 11
split_gain=57.4119 8.86338 5.08214 4.72122 2.70249 2.31408 2.08714 1.69005 1.3912 1.35533 1.12069 1.07225 0.908909 0.837504 0.772146 0.599776 1.26864 0.562482 0.651353 0.550745 0.56247 0.489204 0.469474 0.450609 0.51212 0.44956 0.42005 0.376443 0.396706 0.37438
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.091265000000000013 0.12958500000000003 0.27834500000000006 0.13501500000000002 0.09253500000000002 0.14838000000000004 0.27834500000000006 0.085760000000000017 -0.055254999999999992 -0.040964999999999994 -0.14723999999999998 -0.013514999999999998 0.086455000000000018 0.075045000000000014 -0.038659999999999993 -1.0000000180025095e-35 0.024790000000000003 -1.0000000180025095e-35 -0.22491999999999998 -0.078279999999999975 -0.12255999999999999 -0.013514999999999998 0.15273500000000004 -0.087794999999999998 0.40674500000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 11 9 25 15 -5 10 -3 14 -13 -7 -1 17 23 18 -6 -2 -21 -12 -14 -17 -25 -4 -20 -16 29 -29
right_child=1 5 6 8 7 13 -8 -9 -10 -11 21 12 22 -15 27 16 -18 -19 26 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018131538570148324 0.0007965987959005136 0.0009061606161799566 0.0015467610497356837 0.0014078763370523541 0.0015148683982044349 0.00074686233529095347 0.00091136872244913585 0.00108866185844675 0.00091290318843292222 0.00033380357119177267 0.00075643904677598296 0.0011082387298874271 0.0012590130474540143 0.0012704659691628287 0.0013927786920283278 0.0015520674002264497 0.0010694463476846217 0.0016418072842024562 0.0010517089755511752 0.0012311238814456443 0.00090276782123241786 0.0004651973349208199 0.0015409973072533726 0.0016582782549016616 0.0013588864182343707 0.0013143823855330044 0.0014161856735453887 0.0016125581523489666 0.001352176064900961 0.0018774057024555937
leaf_weight=74 131 45 73 34 270 23 36 48 61 82 30 21 24 24 31 107 38 105 20 27 78 85 419 25 181 57 31 898 22 21
leaf_count=74 131 45 73 34 270 23 36 48 61 82 30 21 24 24 31 107 38 105 20 27 78 85 419 25 181 57 31 898 22 21
internal_value=0 0.000878012 0.0010663 0.00151854 0.00153597 0.000616101 0.00132917 0.00144572 0.00109005 0.000538777 0.000643826 0.00158528 0.00150683 0.00101423 0.00162008 0.00146778 0.00140777 0.00151723 0.00147648 0.000881401 0.000987202 0.000541173 0.00152572 0.00144884 0.00139522 0.00144487 0.00127325 0.00160538 0.00161238 0.00161861
internal_weight=0 691 402 2430 2335 289 166 825 95 242 160 1510 464 47 1046 777 351 426 321 236 105 115 443 313 206 130 51 972 941 919
internal_count=3121 691 402 2430 2335 289 166 825 95 242 160 1510 464 47 1046 777 351 426 321 236 105 115 443 313 206 130 51 972 941 919
is_linear=0
shrinkage=0.00196078


Tree=4365
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 42 2 4 1 0 1 13 130 160 47 1 3 47 16 0 16 0 160 16 43 16
split_gain=34.6893 5.83577 3.78096 3.03749 2.34159 1.78957 1.2421 1.20499 0.896302 0.834323 0.668769 0.546726 0.554415 0.529543 0.626536 0.455699 0.516935 0.791766 0.425146 0.398687 0.49565 0.397936 0.390942 0.380434 0.404225 0.376294 0.374055 0.359661 0.327297 0.317132
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.13501500000000002 -0.0060199999999999993 0.17760500000000004 -0.013125 0.093100000000000002 -0.10096999999999999 0.085345000000000018 -0.004174999999999999 -0.054924999999999995 -1.0000000180025095e-35 0.13011000000000003 0.076935000000000017 -0.097174999999999984 0.078875000000000015 -0.091354999999999978 -0.15202999999999997 -0.059624999999999991 -0.076579999999999995 -0.079874999999999988 -0.016164999999999995 -0.0030899999999999994 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 7 -6 13 11 -5 18 19 -13 14 23 -3 -17 -18 -4 20 -7 22 -16 -1 -25 -15 -27 -19 -22 -12
right_child=1 2 10 9 6 8 -8 -9 -10 -11 29 12 -14 25 21 16 17 27 -20 -21 28 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.001384727736147178 0.001138085812345624 0.00050368337278215768 0.00033984583565751489 0.0011144175089616826 0.0010151523665174697 0.00086835279009733063 0.00059768738015098313 0.0014210106399045938 0.00078729062989427178 0.00067881953952823502 0.00027305173577199906 0.0010334513912763773 0.00074547027729507072 0.0011827316771232008 0.00060315203951214315 0.00037272524638197116 0.00098052679883693563 0.00068200134509051628 0.00064999505329658004 0.001234455735962916 0.0012036805384777448 0.0011301460803723803 0.00097318382462119812 0.0011830244773353626 0.0008699062227161135 0.0009032467600130833 0.0011289775284272214 0.00037960762231081135 0.0010273926706095926 -6.7713641432000024e-05
leaf_weight=21 76 180 113 22 87 36 40 70 48 73 21 226 29 1287 21 21 30 62 20 89 88 20 23 51 23 33 195 20 75 21
leaf_count=21 76 180 113 22 87 36 40 70 48 73 21 226 29 1287 21 21 30 62 20 89 88 20 23 51 23 33 195 20 75 21
internal_value=0 0.000625495 0.000562151 0.00112338 0.000659109 0.00113737 0.000883667 0.00116897 0.00104412 0.000779695 0.000318369 0.00106682 0.0010007 0.00115843 0.00105078 0.000567994 0.000655032 0.000707965 0.000386485 0.00112537 0.00107658 0.000900818 0.000796578 0.0011518 0.0010857 0.00116973 0.00109631 0.000608247 0.00112257 0.000102669
internal_weight=0 691 615 2430 440 2335 127 1744 591 95 175 543 255 1674 159 313 133 112 133 288 199 64 44 95 74 1515 228 82 163 42
internal_count=3121 691 615 2430 440 2335 127 1744 591 95 175 543 255 1674 159 313 133 112 133 288 199 64 44 95 74 1515 228 82 163 42
is_linear=0
shrinkage=0.00196078


Tree=4366
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 4 4 14 2 2 16 12 4 47 16 47 4 3 4 0 147 49 151 1 160 43 2 0
split_gain=60.9842 7.709 6.54058 4.88668 4.21629 2.38234 2.13931 2.09446 1.97075 1.3766 1.32676 1.30533 1.05121 0.945151 0.849027 0.815347 0.744973 0.692482 0.775834 0.82571 0.644537 0.601363 0.591729 0.589877 0.648611 0.644021 0.589737 0.567524 1.20546 0.530875
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.11419000000000001 -0.16363499999999997 0.04735000000000001 0.23246000000000003 0.076175000000000007 0.11389000000000002 0.17025000000000004 -0.040964999999999994 0.099815000000000015 0.27834500000000006 0.091680000000000011 -0.44310499999999992 0.077555000000000013 -0.064054999999999987 0.090900000000000009 0.27834500000000006 -0.030209999999999997 1.0000000180025095e-35 -0.063424999999999981 -0.082829999999999973 0.10089500000000001 -1.0000000180025095e-35 -0.08076499999999999 0.11177500000000001 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 11 -6 9 -5 13 17 20 -7 -4 16 23 -9 18 -1 -20 22 -15 -3 25 -25 -8 -22 29 -29 -2
right_child=1 5 7 8 6 12 15 14 -10 -11 -12 -13 -14 21 -16 -17 -18 -19 19 -21 26 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0016327252405615954 0.00041447531277127739 0.0010000411748174714 0.0015932692325373843 0.0015248951156105644 0.0015466696835446402 0.00069576254533963472 0.0012586749067493514 0.0016032102506063752 0.00099507181739077392 0.0018745221678983051 0.0010119633163646253 0.0002236538675513967 0.0012123030806038559 0.0015029493953217102 0.0010171292960142889 0.0012678886085729822 0.0013580417764094779 0.0017788495910500601 0.0014620105536823291 0.0010621453945835432 0.00071112288676236017 0.0012294002266880733 0.00054479750807211852 0.0010311181443968631 0.00064336549961235335 0.00083704969057669997 0.00042386484618475235 0.0012507792741080408 0.00080052799340296936 0.00084567527014377882
leaf_weight=69 21 23 1541 79 31 33 30 67 41 61 22 52 28 218 21 31 165 33 84 26 39 36 21 27 43 26 93 29 108 23
leaf_count=69 21 23 1541 79 31 33 30 67 41 61 22 52 28 218 21 31 165 33 84 26 39 36 21 27 43 26 93 29 108 23
internal_value=0 0.000817421 0.00151745 0.00103704 0.00129462 0.000588684 0.00107596 0.00156203 0.00134387 0.00158485 0.00147029 0.000496601 0.000932863 0.001575 0.00139467 0.000983013 0.00142884 0.00151785 0.00146974 0.0013675 0.000577244 0.00146418 0.000782766 0.000912924 0.000792927 0.00106292 0.000508737 0.000833614 0.000895837 0.000639875
internal_weight=0 590 2531 301 422 289 188 2109 120 1856 234 228 61 1795 253 157 232 212 179 110 176 254 44 126 70 56 132 181 137 44
internal_count=3121 590 2531 301 422 289 188 2109 120 1856 234 228 61 1795 253 157 232 212 179 110 176 254 44 126 70 56 132 181 137 44
is_linear=0
shrinkage=0.00196078


Tree=4367
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 4 2 2 2 10 4 3 52 1 2 52 51 2 160 1 15 4 160 51 12
split_gain=34.7399 5.87438 3.64793 2.84829 2.00505 1.73101 1.4679 1.30814 1.13867 0.956982 0.890241 0.806515 0.719457 0.548903 0.460209 0.444017 0.431555 0.352986 0.37771 0.387265 0.344314 0.332331 0.301166 0.397687 0.291207 0.291144 0.268132 0.267311 0.243746 0.239721
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.089775000000000008 0.17760500000000004 0.094835000000000017 -0.3960249999999999 0.42051500000000003 0.30112000000000005 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.024714999999999997 -0.079189999999999983 0.11510000000000002 -1.0000000180025095e-35 0.086920000000000011 -0.086849999999999997 -0.036839999999999991 -1.0000000180025095e-35 0.11144500000000002 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 20 6 9 13 12 11 -6 24 15 -1 -14 16 -4 -13 29 -20 21 -3 23 -22 28 -15 -2 -17 -5 -19
right_child=1 2 8 5 10 -7 -8 -9 -10 -11 -12 17 14 25 -16 27 -18 18 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012845505102007998 0.0012338266286620481 0.00032321121885006297 0.00065576650380122796 0.0012212553527170234 0.0010625555319686889 0.00058835409636444911 0.00078561455203591233 0.0006780115513031267 0.0007373880415811353 0.0013770723325568575 0.00066675035398427562 0.0012913821048514786 0.00032985204209884009 0.0011189272824455709 -6.7612666238436736e-05 0.00049095755180598619 0.00033570895756722662 0.0011519099113776075 0.00076091333950622814 0.0010787967736786031 0.0010133220737471298 0.00059327527165508036 0.00059239780700428017 0.0006786482081639402 0.0011517871796764378 0.00081548730687843254 0.00097337936431197329 0.00029039201609406011 0.0010354520434758909 0.0010796206139593626
leaf_weight=26 55 22 46 889 74 20 38 67 37 86 31 43 24 20 21 36 25 422 23 41 20 86 62 43 393 31 21 88 28 303
leaf_count=26 55 22 46 889 74 20 38 67 37 86 31 43 24 20 21 36 25 422 23 41 20 86 62 43 393 31 21 88 28 303
internal_value=0 0.000647577 0.000584024 0.00114583 0.000720733 0.00116268 0.00116775 0.000878359 0.000417209 0.00117426 0.000945699 0.00116612 0.000367848 0.00105269 0.000144369 0.00041942 0.00054307 0.00111838 0.00110895 0.000964557 0.000619353 0.000538262 0.000689416 0.000784894 0.00119644 0.000934483 0.00116186 0.000348621 0.00121558 0.0011217
internal_weight=0 691 615 2430 338 2286 2266 144 277 2228 105 2142 240 77 45 195 71 832 789 64 233 108 125 63 1310 51 76 124 917 725
internal_count=3121 691 615 2430 338 2286 2266 144 277 2228 105 2142 240 77 45 195 71 832 789 64 233 108 125 63 1310 51 76 124 917 725
is_linear=0
shrinkage=0.00196078


Tree=4368
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 47 2 0 15 1 4 2 4 150 12 1 160 47 131 2 1 0 4 4 0 43
split_gain=52.742 8.52118 5.90467 4.20514 3.15746 2.74529 1.61458 1.52342 1.46833 1.3951 1.15023 0.902228 1.48425 0.93346 0.907077 0.790933 0.815123 0.788894 0.58488 0.490192 0.488239 0.410065 0.409683 0.528264 0.408468 0.432601 0.359733 0.326989 0.309869 0.610578
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.11474000000000002 -0.10607499999999999 -0.11033999999999998 0.083345000000000016 0.0061450000000000003 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.088245000000000004 0.089770000000000016 -1.0000000180025095e-35 0.090100000000000013 0.082750000000000004 0.31358000000000003 0.076935000000000017 -0.030209999999999997 -0.036839999999999991 0.015030000000000002 -0.065229999999999996 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 6 11 -5 17 15 -6 12 -1 -14 18 16 -4 24 19 -13 -18 -3 23 -17 25 27 -2 -7 -20 -30
right_child=1 2 9 7 10 8 -8 -9 -10 -11 -12 14 13 -15 -16 22 20 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014651056094670922 0.0013925776586813084 0.00060669041102291829 0.00066332497295458568 0.0012243258119630602 0.0011759790708340547 0.0012811042429034323 0.0016197585307592209 0.00070931559880465557 0.00081744764351149258 0.00075229159169620916 0.0006843562524010933 0.0013995805989339262 0.0012701689630892931 0.00087942155388814707 0.0011704883088177742 0.00022345814794635024 0.00056811692755596305 0.00088783440177514104 0.0013243721833134242 0.0011398985354762533 0.00025273951736682238 0.00084339488282206504 0.00044425877514203975 -0.00014528831028762985 0.0013428994656904884 0.00096604381363644954 0.0011005355446946387 0.0011461128585523788 0.00092114324676480512 0.0013649795794379118
leaf_weight=47 50 191 39 34 77 147 76 63 41 34 24 770 40 57 112 59 25 28 705 29 77 33 20 20 92 29 24 130 22 26
leaf_count=47 50 191 39 34 77 147 76 63 41 34 24 770 40 57 112 59 25 28 705 29 77 33 20 20 92 29 24 130 22 26
internal_value=0 0.000670136 0.000592587 0.00128992 0.000771338 0.00130643 0.00133979 0.000889835 0.00117185 0.000380565 0.00105916 0.00132802 0.00117912 0.00104055 0.0013409 0.000327904 0.000422224 0.00120596 0.0013532 0.00139016 0.000330038 0.000641562 0.00019357 0.000130105 0.00122834 0.0011939 0.00129786 0.00121775 0.00131399 0.00116155
internal_weight=0 673 599 2448 325 2351 1884 97 467 274 101 1808 144 97 1664 240 141 426 1552 799 102 224 99 79 398 306 74 277 753 48
internal_count=3121 673 599 2448 325 2351 1884 97 467 274 101 1808 144 97 1664 240 141 426 1552 799 102 224 99 79 398 306 74 277 753 48
is_linear=0
shrinkage=0.00196078


Tree=4369
num_leaves=31
num_cat=0
split_feature=1 1 12 3 43 148 150 2 10 1 12 1 43 133 34 2 2 4 12 0 15 0 16 376 2 4 4 13 4 4
split_gain=2.7558 0.392475 0.347294 0.320563 0.325363 0.298087 0.237582 0.220969 0.172749 0.164007 0.153174 0.154647 0.142782 0.128831 0.12609 0.150017 0.179929 0.147025 0.117792 0.116557 0.111357 0.138551 0.112346 0.111145 0.10966 0.115488 0.114126 0.104851 0.104752 0.0955453
threshold=0.10920500000000001 0.12337000000000002 0.078300000000000008 0.11924500000000002 -0.074359999999999996 -1.0000000180025095e-35 0.10980500000000001 1.0000000180025095e-35 -0.011559999999999999 0.14860500000000001 0.088245000000000004 0.089875000000000024 -0.085594999999999991 0.085895000000000013 -1.0000000180025095e-35 0.12358500000000001 -0.15339499999999998 -0.059649999999999988 0.092465000000000006 -0.18901999999999997 -0.41942499999999994 -0.071924999999999989 0.029300000000000003 0.083785000000000012 0.090790000000000023 -0.053309999999999989 -0.00027999999999999998 -0.14819499999999997 -0.17966999999999997 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 12 -2 24 13 9 -3 11 27 -1 18 -10 16 -16 -17 -7 -9 21 -19 -22 -14 26 -26 28 -4 -6 -12
right_child=1 8 10 -5 6 7 -8 19 14 -11 29 -13 23 -15 15 17 -18 20 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.013626690282437362 0.0014539658195442625 0.0052243231568867583 0.023870434551950426 0.0038559254383047424 0.021844379945347707 0.024176356031305413 0.0065273846880617471 0.016863113723229618 0.0015807298520071943 -0.0055738924155858439 0.01657425114814208 0.010608256335503288 0.0020152767822146415 0.0094567403764180529 0.0046916830725967883 0.013584154603692392 0.016308347382582727 0.0039942513757313678 0.015562006903060697 0.0085697947462248774 0.0050076751597225673 0.015065142451785505 -0.0038603645574767143 0.010436745661371831 0.018889965081418103 0.012937343987869099 0.022574255064313042 0.017942950019533648 0.013562613776446684 0.014231687148394616
leaf_weight=76 27 39 31 30 24 22 22 20 33 22 1043 28 25 23 20 24 40 26 57 111 50 20 20 42 55 80 61 799 42 209
leaf_count=76 27 39 31 30 24 22 22 20 33 22 1043 28 25 23 20 24 40 26 57 111 50 20 20 42 55 80 61 799 42 209
internal_value=0 0.00857038 0.0163472 0.0138479 0.0145499 0.0114007 0.0165087 0.0125533 0.00606736 0.00132988 0.0168885 0.0179178 0.0106598 0.0160433 0.00730764 0.00825259 0.0124361 0.00645964 0.0179609 0.00983595 0.0049856 0.00880768 0.00247395 0.00729441 0.0173468 0.0153625 0.0194561 0.0181643 0.0165742 0.0161832
internal_weight=0 554 2567 457 427 260 284 233 294 61 2110 858 143 102 233 200 60 140 79 131 116 46 70 67 262 135 127 830 66 1252
internal_count=3121 554 2567 457 427 260 284 233 294 61 2110 858 143 102 233 200 60 140 79 131 116 46 70 67 262 135 127 830 66 1252
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=31
num_cat=0
split_feature=1 1 12 3 43 155 43 150 51 4 51 12 0 49 43 44 484 1 43 43 15 376 52 1 132 403 48 52 11 0
split_gain=2.2322 0.327291 0.281308 0.259656 0.263544 0.242891 0.222926 0.192441 0.158581 0.14656 0.150346 0.133641 0.116355 0.14879 0.115653 0.101507 0.0958624 0.0918281 0.0961221 0.0911668 0.100719 0.0900275 0.088139 0.0921407 0.0839827 0.0854367 0.0818171 0.17399 0.125188 0.155198
threshold=0.10920500000000001 0.13604000000000002 0.078300000000000008 0.11924500000000002 -0.074359999999999996 0.084785000000000013 0.070450000000000013 0.10980500000000001 -0.24351499999999995 -0.008819999999999998 -0.044634999999999994 0.099815000000000015 0.024095000000000002 -0.032624999999999994 -0.085594999999999991 0.081805000000000017 -0.011244999999999998 0.089625000000000024 0.016310000000000002 -0.073404999999999984 -0.077844999999999984 0.083785000000000012 -1.0000000180025095e-35 0.079415000000000013 -0.029554999999999994 -0.084674999999999986 0.090720000000000009 0.091820000000000013 1.0000000180025095e-35 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 14 6 8 15 -2 10 -10 26 13 -3 -1 16 -6 18 22 20 -13 -16 -18 -24 -21 -26 28 -28 29 -4
right_child=1 12 11 -5 7 -7 -8 -9 9 -11 -12 19 -14 -15 21 -17 17 -19 -20 24 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.012264021242184467 0.014629712772946205 -0.0011843149798611802 0.007525405194610358 0.0034703326349457102 0.020079135926789605 0.017585677805949339 0.017151809729901806 0.005874646215868945 0.0036799398728180679 0.005778910726707491 0.013909916521287433 0.020635930026570957 -0.0026156104931777174 0.0066459144114087683 0.0018137490078806878 0.021810519183054568 0.014847827503317089 0.011573255466251278 0.01116823704505805 0.015376047102424007 0.013896320062716875 0.0093930711692553903 0.016266429452225568 0.025865425900556151 0.015710104841198173 0.0098678218203489317 0.014792598846725014 0.0055141826703523598 0.018820852801824609 0.015632062853317929
leaf_weight=76 31 30 24 30 32 33 28 22 20 212 51 30 22 127 25 24 53 81 32 60 85 42 20 20 31 130 128 24 123 1475
leaf_count=76 31 30 24 30 32 33 28 22 20 212 51 30 22 127 25 24 53 81 32 60 85 42 20 20 31 130 128 24 123 1475
internal_value=0 0.00771334 0.0147125 0.0124631 0.0130949 0.00939262 0.00860206 0.0148578 0.00783966 0.00709588 0.0110282 0.0151997 0.0041953 0.00514969 0.00959383 0.0156121 0.0149871 0.0141961 0.0158956 0.013371 0.0156545 0.00656497 0.0175223 0.0210659 0.0121828 0.0109927 0.015546 0.0133276 0.0157539 0.0155023
internal_weight=0 554 2567 457 427 375 342 284 314 283 71 2110 179 157 143 262 238 206 125 336 115 67 93 40 221 161 1774 152 1622 1499
internal_count=3121 554 2567 457 427 375 342 284 314 283 71 2110 179 157 143 262 238 206 125 336 115 67 93 40 221 161 1774 152 1622 1499
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=31
num_cat=0
split_feature=1 12 1 51 1 474 150 4 4 15 3 4 16 2 4 15 15 14 43 16 1 376 12 0 4 148 1 150 0 12
split_gain=1.82007 0.40757 0.227486 0.213998 0.231451 0.186252 0.164098 0.149221 0.147937 0.129535 0.128323 0.166176 0.20907 0.150531 0.115306 0.106295 0.099839 0.0989933 0.0967586 0.0961078 0.114454 0.102963 0.0948613 0.128358 0.120657 0.0922696 0.096312 0.0850864 0.0817962 0.110424
threshold=0.11690500000000002 0.078300000000000008 0.10124500000000002 -0.40274499999999996 0.16773500000000005 0.086280000000000009 0.09487000000000001 0.40124500000000002 -0.14098499999999997 -0.14601999999999996 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 0.082275000000000015 -0.15464999999999998 0.024640000000000006 0.082685000000000022 -0.10708499999999999 -0.081779999999999978 -1.0000000180025095e-35 0.10389500000000002 0.083960000000000021 0.082480000000000012 -0.13027499999999997 0.0033150000000000007 -0.066239999999999979 0.12337000000000002 0.08826500000000001 -0.085669999999999982 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 14 6 9 10 -7 -1 13 12 -12 -3 -5 17 18 -4 -11 20 -19 -22 -13 -24 28 -16 -27 -26 -25 -30
right_child=3 7 15 4 -6 8 -8 -9 -10 16 11 22 -14 -15 25 -17 -18 19 -20 -21 21 -23 23 24 27 26 -28 -29 29 -31
leaf_value=0.020059666745364666 0.01431154402628265 0.023078242849026407 0.013282134370878341 0.011630910846094291 -0.005106474551194836 0.011936533153057099 0.0056879249539364268 0.0070817334632224897 -0.00022640360519289972 0.0084744405699893836 0.00054954463954676289 0.019080490557826124 0.013296050557701458 0.015073786632553356 -0.00056360310230117586 0.014578310554118261 0.018029550633260182 0.0014602300675156026 0.013495872482777605 0.0006771071814000607 0.01002120572956948 0.0021865613618865611 0.0071009954437613494 0.015143005028436941 0.011473820003667062 0.0087921443098696733 0.004580679476971712 0.017546733740717173 0.0078763962920868052 0.013754851016604022
leaf_weight=30 27 28 25 30 21 20 27 34 20 51 22 32 31 146 26 23 35 26 155 24 104 20 30 483 299 73 212 25 33 1009
leaf_count=30 27 28 25 30 21 20 27 34 20 51 22 32 31 146 26 23 35 26 155 24 104 20 30 483 299 73 212 25 33 1009
internal_value=0 0.0130343 0.0106289 0.00572334 0.00508279 0.0122623 0.0131223 0.0136545 0.00585506 0.013863 0.013759 0.0135284 0.00800505 0.0163619 0.00571028 0.00814193 0.0130917 0.00739802 0.0122527 0.0065526 0.00749268 0.00875755 0.0136816 0.0135897 0.013695 0.00513915 0.00565941 0.0119424 0.0140673 0.0135687
internal_weight=0 2732 560 389 362 338 298 2172 40 271 2138 1964 53 174 341 222 241 199 206 174 150 124 1911 1879 1849 311 285 324 1525 1042
internal_count=3121 2732 560 389 362 338 298 2172 40 271 2138 1964 53 174 341 222 241 199 206 174 150 124 1911 1879 1849 311 285 324 1525 1042
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 4 47 4 2 2 47 50 14 14 16 3 15 49 133 14 2 1 3 0 47 0
split_gain=41.2288 5.10896 4.33895 3.96688 2.71881 2.19375 1.57887 1.34266 1.13525 1.0007 0.931868 0.8906 0.828689 0.732903 0.676526 0.663811 0.655746 0.50675 0.601897 0.584745 0.471121 0.448873 0.444209 0.420339 0.40989 0.402911 0.384409 0.444414 0.356112 0.355291
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 -0.062539999999999984 0.077555000000000013 0.033845000000000007 0.11389000000000002 0.10774000000000002 0.091680000000000011 0.086295000000000011 0.076175000000000007 0.062655000000000016 0.10994000000000002 0.092670000000000016 0.13592500000000005 -0.012034999999999999 -1.0000000180025095e-35 -0.46166999999999997 0.31358000000000003 0.12040000000000002 -0.14186499999999996 -0.066089999999999996 0.090280000000000013 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 10 21 16 -6 25 -10 12 20 17 -11 -9 24 29 18 19 -1 26 -5 -15 -24 -3 -2 -8 -28 -23 -4
right_child=1 15 6 5 7 -7 11 14 9 13 -12 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011545499929097615 0.0006443650200408887 0.00033189878248088782 0.0011423904519075097 0.00089310047563676736 0.0012589740058540316 0.00064440646890298516 0.0013913767397498477 0.00074858930120763471 0.0011086165878436993 0.00096533550416202593 0.0014977688649121454 0.0010928132259344072 0.00077228988119054079 0.00035028507312138876 0.0010719264933461256 0.00059800493025701808 0.0015582163861848713 0.0014872836759861777 0.0013713972379671654 0.00080715077536185379 0.00097221195672377502 0.0013845821269605236 0.00088649922843072931 0.00060575244711833106 5.965373472742785e-05 0.00036576139163491247 0.0012668112167315646 0.0011412336206772817 0.0011298896418501499 0.0013262940190122453
leaf_weight=98 29 73 42 20 31 44 74 126 22 27 35 171 20 21 31 27 46 20 38 23 23 32 25 114 30 64 566 134 62 1053
leaf_count=98 29 73 42 20 31 44 74 126 22 27 35 171 20 21 31 27 46 20 38 23 23 32 25 114 30 64 566 134 62 1053
internal_value=0 0.000667565 0.00124314 0.000764563 0.00106165 0.0010163 0.00127946 0.000886065 0.000632858 0.000713052 0.00120272 0.00122121 0.00115083 0.000666515 0.000812433 0.000324341 0.00132887 0.00119312 0.00115612 0.00108852 0.00124876 0.00115984 0.000616089 0.000656246 0.000252604 0.000452638 0.00125698 0.00124277 0.00121659 0.00131924
internal_weight=0 590 2531 460 422 158 2109 188 302 209 234 968 199 187 157 130 1141 179 159 121 797 114 160 139 103 93 774 700 94 1095
internal_count=3121 590 2531 460 422 158 2109 188 302 209 234 968 199 187 157 130 1141 179 159 121 797 114 160 139 103 93 774 700 94 1095
is_linear=0
shrinkage=0.00196078


Tree=4373
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 1 2 4 49 1 2 50 150 1 2 1 12 1 1 1 15 16 4 3 4 0
split_gain=48.99 7.60037 4.00245 3.9393 3.09523 2.39354 1.814 1.59664 1.49321 1.37097 1.18859 0.847075 0.767641 0.709002 0.726317 0.635361 0.570405 0.480754 0.438455 0.429419 0.39276 0.375768 0.372394 0.3317 0.291288 0.309036 0.286593 0.529787 0.265764 0.286926
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.062539999999999984 -0.054984999999999992 0.089770000000000016 0.090425000000000019 0.041865000000000006 1.0000000180025095e-35 0.13075500000000004 -0.0091949999999999983 0.13288500000000003 0.087695000000000009 0.12958500000000003 0.12000500000000001 0.122715 -0.089964999999999976 -0.11118499999999999 -0.49013999999999996 0.090900000000000009 0.038415000000000012 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 7 22 13 21 -5 16 -10 -2 20 18 24 28 -4 -15 -13 26 -8 -3 -14 25 -6 -1 -28 29 -7
right_child=1 4 17 9 15 10 8 -9 11 -11 -12 19 23 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012863241258473641 0.00059912080756640293 0.00033669320269932152 0.0004827360863176485 0.0009653726041600572 8.458435958836565e-05 0.0010327434814716198 0.000886995729699198 0.0013608301617781813 0.00075173507379816182 0.00047681098505321265 0.00063334550663640156 0.00038170916266858069 0.0010369476236256898 0.00075409214670522939 0.0006656251409474541 0.00027336838478180344 0.00068342801563566207 0.00015437657327780778 0.0010361950010506075 8.7027969137631005e-05 0.0010538686057735306 0.00054828261372213277 7.3221224358507869e-05 0.00076587512657867198 -0.00027114455007122904 -0.00021043808436861224 0.0011188557720895297 0.00082290814337290189 0.00090345939654929959 0.00080365078461825691
leaf_weight=37 23 30 60 34 43 244 34 76 22 63 48 140 100 23 25 26 27 24 268 22 681 20 66 21 22 20 750 24 125 23
leaf_count=37 23 30 60 34 43 244 34 76 22 63 48 140 100 23 25 26 27 24 268 22 681 20 66 21 22 20 750 24 125 23
internal_value=0 0.00043796 0.000729066 0.00103529 0.000288808 0.00105127 0.000383081 0.00108242 0.000474855 0.000648059 0.000925608 0.000390718 0.000927486 0.00107072 0.000986345 5.14202e-06 0.000959089 0.000388919 0.0010139 0.000341691 0.00108859 0.000761546 0.000155556 0.000989902 -7.69037e-05 -9.07356e-06 0.00111774 0.00110968 0.000978076 0.00101301
internal_weight=0 673 228 2448 445 2351 334 1884 238 97 467 184 144 1808 316 111 419 84 291 162 1492 54 96 121 85 63 811 774 392 267
internal_count=3121 673 228 2448 445 2351 334 1884 238 97 467 184 144 1808 316 111 419 84 291 162 1492 54 96 121 85 63 811 774 392 267
is_linear=0
shrinkage=0.00196078


Tree=4374
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 1 1 0 150 2 12 52 12 47 0 3 12 1 15 4 1 15 3 1
split_gain=71.9118 11.2254 7.25605 5.60079 4.20026 3.82627 2.22111 2.14549 1.89242 1.65449 1.64237 1.24013 0.923286 0.897249 0.816387 0.714467 0.575053 0.538478 0.515129 0.474961 0.465413 0.453957 0.435685 0.42017 0.410367 0.39324 0.392228 0.352375 0.487656 0.978141
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14960000000000004 0.11474000000000002 0.15022500000000003 0.089625000000000024 -0.10151999999999999 1.0000000180025095e-35 0.092365000000000017 0.11472500000000001 0.056145000000000007 0.096990000000000007 0.090100000000000013 -0.066689999999999985 0.42240500000000009 0.10061500000000002 0.076935000000000017 -0.095869999999999983 -0.03898999999999999 0.12958500000000003 0.035560000000000008 -0.12018999999999998 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 19 6 12 11 -5 14 22 16 15 24 18 27 17 26 -7 -3 -15 -13 -6 -17 -14 -2 -4 28 29 -1
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 21 13 20 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016344058260419011 0.0015986395318036764 0.00069490000931608233 0.00060168005992161904 0.0014077468984679778 0.0014918727802922427 0.0014705073404935451 0.0018755392419933889 0.00090990345925092699 0.00083374361931660848 0.00087088644954054235 0.0007662095123402823 0.00029693832553344185 0.0013790969980357131 0.0015176681670136529 0.0010512206930675277 0.0014520149151414396 0.00076436069920088616 0.00061818355438756007 0.0013268692530132564 0.00094964715496670686 0.0012729190822772364 -6.6061549171029984e-05 0.0011962633782871929 0.0017466306774055254 0.0010164988126751839 0.0012992289046536384 0.00030813126545225513 0.0016116283833484031 0.0015610549131316956 0.0010285100713372229
leaf_weight=21 48 191 21 34 41 207 79 34 63 26 24 27 24 246 27 268 21 40 179 33 34 26 36 20 24 26 105 662 514 20
leaf_count=21 48 191 21 34 41 207 79 34 63 26 24 27 24 246 27 268 21 40 179 33 34 26 36 20 24 26 105 662 514 20
internal_value=0 0.000772964 0.000683957 0.00149667 0.000882109 0.00151572 0.00155363 0.000448921 0.00103494 0.00135064 0.00121407 0.000383615 0.00153975 0.00144549 0.00138084 0.0015603 0.000458652 0.000419978 0.0014039 0.00073243 0.00148795 0.000118863 0.00135367 0.00147247 0.0011978 0.00149344 0.000357056 0.00158108 0.00154464 0.00133885
internal_weight=0 673 599 2448 325 2351 1912 274 97 439 101 240 1833 328 413 1505 187 166 386 224 280 53 77 288 48 74 126 1217 555 41
internal_count=3121 673 599 2448 325 2351 1912 274 97 439 101 240 1833 328 413 1505 187 166 386 224 280 53 77 288 48 74 126 1217 555 41
is_linear=0
shrinkage=0.00196078


Tree=4375
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 1 4 2 0 49 1 4 16 159 150 2 160 12 1 52 13 3 4 12 13 3
split_gain=53.3931 8.76081 5.48896 3.85682 2.62903 2.23335 1.96524 1.95063 1.35835 1.26111 1.15598 1.15289 0.74296 1.416 0.835709 0.666248 0.646067 0.630891 0.685661 0.759704 0.569713 0.548751 0.598363 0.539885 0.437994 0.413072 0.411785 0.391854 0.383584 0.365209
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.099185000000000009 0.12958500000000003 0.27834500000000006 0.062655000000000016 0.14960000000000004 0.09253500000000002 0.27834500000000006 0.14960000000000004 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0061450000000000003 -0.059624999999999991 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -1.0000000180025095e-35 0.087695000000000009 0.089770000000000016 -0.56176499999999996 -0.47860499999999995 -0.0069549999999999994 0.0082450000000000006 -0.083994999999999986 -0.085384999999999975 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 8 -4 12 10 -5 -3 23 13 14 -1 21 -7 18 19 25 -12 22 -14 -6 -10 -2 -19 -20 -26 -22
right_child=1 5 6 9 11 16 -8 -9 24 -11 20 -13 15 -15 -16 -17 -18 26 27 -21 29 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0015158756326374206 0.0010213751349351207 0.00092044444953211322 0.0014644840810318699 0.0014248502884390995 0.0016568020242916565 0.00077750001725435266 0.00094679548975266914 0.001865367018555217 0.00057688483042034875 0.00095358658587959416 0.00077735347349160145 0.00099062237840814469 0.0016167460421385321 0.0017595222517221916 0.0011766082322488861 0.0014048391507817698 0.0012382191711781071 0.00056206579641176883 0.00058543154563499137 0.00085415510236382141 0.00060475738705743844 0.0015321795570043672 0.0013080507347396776 0.0013957634725187185 3.2645792131969593e-05 0.0013824682186550994 0.00086482737783217113 0.0009016990075765009 0.00037132430251501095 0.00034892734972818924
leaf_weight=46 21 46 130 34 33 22 36 76 22 61 32 26 703 35 71 104 25 31 20 35 41 820 25 396 20 29 39 61 36 45
leaf_count=46 21 46 130 34 33 22 36 76 22 61 32 26 703 35 71 104 25 31 20 35 41 820 25 396 20 29 39 61 36 45
internal_value=0 0.000891828 0.00107902 0.00150953 0.00152528 0.000631436 0.00135221 0.00155765 0.000555474 0.00112225 0.000656784 0.00139155 0.00154469 0.0014135 0.00131 0.00155676 0.00102256 0.000886866 0.0009527 0.00107572 0.000554001 0.00156696 0.00160615 0.00141584 0.000342462 0.00123081 0.000730747 0.000823608 0.000250368 0.000470893
internal_weight=0 691 402 2430 2335 289 166 1880 242 95 164 455 1804 152 117 1652 47 236 166 85 118 1548 728 429 78 50 70 81 56 86
internal_count=3121 691 402 2430 2335 289 166 1880 242 95 164 455 1804 152 117 1652 47 236 166 85 118 1548 728 429 78 50 70 81 56 86
is_linear=0
shrinkage=0.00196078


Tree=4376
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 150 150 2 2 149 12 4 0 43 457 39 1 12 44 0 12 15 2 48 1 159 16 160 124 1213
split_gain=2.62607 0.379856 0.319713 0.262497 0.277857 0.256096 0.1962 0.195434 0.194394 0.15604 0.150282 0.130195 0.173648 0.125523 0.185686 0.147823 0.11979 0.110741 0.102962 0.101051 0.100128 0.0974337 0.127543 0.115701 0.219662 0.0927582 0.0927379 0.0902414 0.104914 0.0884055
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.11924500000000002 -0.074359999999999996 0.084680000000000019 0.10980500000000001 0.14285500000000004 0.25063000000000007 0.07770500000000001 0.090285000000000018 0.033845000000000007 -0.092404999999999973 -0.095049999999999982 0.078435000000000019 0.085060000000000011 0.12000500000000001 0.10312500000000001 0.081805000000000017 -0.13843999999999998 0.13597000000000004 -1.0000000180025095e-35 0.086100000000000024 0.086565000000000017 0.085605000000000014 0.080005000000000007 -0.06421499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080769999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 13 7 18 19 9 16 -4 12 17 -1 15 -15 -3 -12 21 -2 29 22 -6 24 -24 26 -7 -18 -29 -14
right_child=1 8 10 -5 6 25 -8 -9 -10 -11 11 -13 20 14 -16 -17 27 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.014037902718754831 0.007938335187733174 0.00872235774578577 0.016895058405811021 0.0041521226180096472 0.019590942899606403 0.014140833709388973 0.0065688779662278571 0.0046514409076836381 -0.0032352547006060683 0.014229352264241739 0.024950592935783791 0.012731288820305574 0.019125396748709066 -0.0015124352406322337 0.013876758943396537 0.0088696481630904603 0.0077260800648134122 0.016164284643645471 0.022643670067191125 0.014822344357260216 0.0091095744334161299 0.018048662076748555 0.014052518118957157 0.016292011189008398 0.0014965441077947617 0.0025407864416881307 0.0046261155268266093 0.0062138755085132209 -7.9243629833386441e-05 0.0152036298535566
leaf_weight=54 25 74 1133 30 31 20 22 27 24 22 32 175 63 24 33 32 43 26 24 145 25 105 38 42 22 41 21 43 69 656
leaf_count=54 25 74 1133 30 31 20 22 27 24 22 32 175 63 24 33 32 43 26 24 145 25 105 38 42 22 41 21 43 69 656
internal_value=0 0.00800041 0.015592 0.013194 0.0138292 0.0106001 0.0156394 0.0125548 0.00536293 0.00618506 0.0161114 0.0152025 0.0157418 0.0102343 0.00792655 0.00442018 0.00541225 0.0210119 0.016401 0.01381 0.0153309 0.0157715 0.0139737 0.0122665 0.00944866 0.00590411 0.00926744 0.00383194 0.00233686 0.0155473
internal_weight=0 554 2567 457 427 279 284 197 275 251 2110 977 802 143 89 56 229 58 262 170 744 238 133 102 60 82 41 155 112 719
internal_count=3121 554 2567 457 427 279 284 197 275 251 2110 977 802 143 89 56 229 58 262 170 744 238 133 102 60 82 41 155 112 719
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=31
num_cat=0
split_feature=1 3 9 2 2 2 0 4 34 2 2 2 1428 158 4 39 3 3 0 3 31 15 401 4 4 52 0 159 2 13
split_gain=2.12711 0.317459 0.276893 0.23972 0.212109 0.192131 0.172053 0.154926 0.127538 0.158918 0.161169 0.120713 0.118121 0.113262 0.126848 0.110255 0.123781 0.194765 0.190943 0.110153 0.110127 0.0983654 0.0973605 0.197527 0.113551 0.112039 0.149932 0.239636 0.116767 0.129022
threshold=0.10920500000000001 -0.065229999999999996 -1.0000000180025095e-35 0.098630000000000009 0.31358000000000003 -0.13033999999999998 -0.13027499999999997 0.41257000000000005 -0.021334999999999996 0.10981000000000002 -1.0000000180025095e-35 0.11928500000000002 0.087445000000000009 0.07968500000000002 -0.082249999999999976 0.096625000000000016 0.149315 -0.017889999999999996 -0.22491999999999998 0.092670000000000016 -0.077289999999999984 -0.43375999999999998 0.080190000000000011 -0.08835999999999998 -0.52556499999999995 -0.0080349999999999987 -0.087414999999999979 0.092630000000000018 0.084855000000000014 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 5 8 -4 -5 11 20 10 -10 -2 -8 14 22 16 17 -11 -19 -16 -3 -9 24 -24 -7 26 -26 -28 29 -27
right_child=1 4 3 6 -6 13 12 21 9 15 -12 -13 -14 -15 19 -17 -18 18 -20 -21 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=0.0044819306908175354 0.014652668377332223 0.0055987392003819551 0.0073436514248273205 0.0087823723911612805 -0.0027373036935127212 0.023273406331629859 0.012741506616717278 0.010569297227655249 0.0052197759111340235 0.0012958987150341274 0.015237839588198335 0.0060549955558963121 0.018546481616795063 0.017059300868019666 0.014174364959248438 0.0017507170764729379 0.0043071399462479712 0.0042425871720876201 0.015388520370584495 0.0084015763748218047 -0.0029471137970685964 0.0020986443206381339 0.0058840241110711192 0.017980160709703343 0.019976923558861021 0.025564147500942155 0.0048764962410288194 0.018598198294639587 0.01503870399237872 0.017597952935121661
leaf_weight=30 89 38 35 108 28 23 452 29 26 22 42 20 38 202 1188 50 86 22 51 34 25 26 27 27 20 24 35 20 171 133
leaf_count=30 89 38 35 108 28 23 452 29 26 22 42 20 38 202 1188 50 86 22 51 34 25 26 27 27 20 24 35 20 171 133
internal_value=0 0.00720037 0.0140328 0.0141457 0.00564806 0.0146856 0.0123954 0.0108918 0.00629665 0.00715824 0.0114074 0.0130751 0.0131917 0.0148205 0.0145548 0.00590741 0.00705566 0.0095438 0.0120295 0.0140137 0.00220753 0.00656499 0.0159323 0.0119321 0.0164393 0.0160493 0.0125624 0.00986621 0.0168466 0.0188157
internal_weight=0 554 2567 2537 390 1939 598 164 362 299 68 109 490 1904 1702 231 181 95 73 1222 63 55 480 54 426 403 75 55 328 157
internal_count=3121 554 2567 2537 390 1939 598 164 362 299 68 109 490 1904 1702 231 181 95 73 1222 63 55 480 54 426 403 75 55 328 157
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 16 0 15 4 1 4 4 16 0 43 13 47 0 160 3 4 484 13
split_gain=40.955 6.42194 4.1729 3.55531 2.26524 1.97007 1.38269 1.36868 1.18507 1.17358 1.05099 0.913203 0.741058 0.565872 0.774186 0.554579 0.451066 0.422445 0.400396 0.444563 0.396968 0.414632 0.357189 0.34722 0.313609 0.335181 0.280199 0.274024 0.263351 0.245602
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.14960000000000004 -0.52595999999999987 -0.10096999999999999 -0.10469999999999999 0.27834500000000006 0.085605000000000014 0.0082450000000000006 -0.013125 -0.44310499999999992 0.14486500000000005 0.0034250000000000005 -1.0000000180025095e-35 0.090100000000000013 -0.079119999999999982 -0.081069999999999989 1.0000000180025095e-35 -0.036839999999999991 0.10948000000000001 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 23 6 13 11 -5 12 -6 15 -7 14 -1 -4 -16 24 20 -20 21 -14 -17 26 -15 -26 -3 -2 -21 -13
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 29 18 17 16 22 -18 -19 19 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011064179679926703 0.0010923095978796482 0.00031160961200667279 0.00042374009968066561 0.00092472442111049828 0.00090357760115079345 0.00058964468595926721 0.0013108353650703483 0.00055352720732059846 0.00047294887459835495 0.00059083610949463273 0.00047557832257749108 0.00015169106447303904 0.0010672774779954394 0.0010640478580498966 0.00093155062973162553 0.00010487238196341052 0.00067091475466108015 0.00088779325970513294 0.0010917964876347378 0.00083343617925641462 0.00078745270707537894 0.00088981163604485753 0.00036168544679696178 0.00060641728432885575 0.00082489931548567744 0.0010181673958846776 0.00046389651386886997 0.00082376364872457821 0.0010699821278160693 -9.2208076788719299e-05
leaf_weight=55 48 96 43 34 71 23 70 37 65 41 32 22 198 1115 59 91 45 66 36 190 31 68 27 32 39 299 90 21 20 57
leaf_count=55 48 96 43 34 71 23 70 37 65 41 32 22 198 1115 59 91 45 66 36 190 31 68 27 32 39 299 90 21 20 57
internal_value=0 0.000444175 0.00037882 0.000992111 0.000530975 0.00100741 0.00104083 0.000202497 0.000628104 0.000911174 0.000770607 0.000148379 0.000934378 0.00102957 0.000918274 0.000233104 0.000818775 0.00104122 0.00094898 0.000890476 0.000997438 0.00102191 0.000163635 0.000417755 0.00104819 0.000995867 0.000385297 0.00101058 0.000855964 -2.42868e-05
internal_weight=0 667 598 2454 321 2355 1748 277 99 607 103 240 566 1678 159 161 104 1519 543 246 297 266 118 218 1453 338 186 69 210 79
internal_count=3121 667 598 2454 321 2355 1748 277 99 607 103 240 566 1678 159 161 104 1519 543 246 297 266 118 218 1453 338 186 69 210 79
is_linear=0
shrinkage=0.00196078


Tree=4379
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 47 2 4 14 43 3 52 1 1 51 3 124 0 147 4 3 160 52 4 43 0
split_gain=40.0577 4.72675 4.20124 3.60119 2.42394 1.46957 1.4389 1.36346 1.3167 1.01294 0.885006 0.798644 0.792707 0.746282 1.10153 0.671797 0.694947 0.582667 0.547707 0.485128 0.483768 0.449543 0.369185 0.340209 0.465813 0.515002 0.309505 0.306354 0.294526 0.267626
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092390000000000014 0.13075500000000004 0.092550000000000007 0.14285500000000004 -0.16363499999999997 0.077555000000000013 0.11389000000000002 0.053180000000000012 0.076175000000000007 -0.040344999999999992 0.30112000000000005 1.0000000180025095e-35 0.10089500000000001 0.16175000000000003 -0.10056999999999998 0.092670000000000016 -0.072314999999999977 0.14486500000000005 0.088610000000000008 -0.51253999999999988 -0.10115999999999999 -0.071139999999999995 -0.53964499999999982 -0.068329999999999988 -0.087734999999999994 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 9 22 12 13 -6 10 18 21 23 -5 -15 16 20 -7 -1 28 -10 27 -3 -4 25 -25 -2 29 -20 -8
right_child=1 5 6 7 8 17 11 -9 15 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011739193450643018 0.0010919111519078024 0.00043821630994391467 0.0013049424752022594 0.00036593516520666775 0.0010176187706315992 0.000165074216896752 0.0011998032587400239 0.00014361075722168085 0.00048718303155039205 0.001254939647281871 0.00050203221612701236 0.00081617015562221115 0.001316519967145506 0.00080561167481592137 0.00037405627676511354 0.00088500668376506337 0.00039319822458655897 -0.00016262324866564835 0.00076944125845192083 0.00065488979961926563 0.00083759387172603627 0.00073561100584214638 0.00015490818820914634 0.00064660244874384886 0.0010632067177531491 0.0010004726486216647 0.00083689155391288668 0.00095478989578992634 0.00099635576314387772 0.001021485784301838
leaf_weight=31 24 112 21 64 31 126 37 45 28 35 20 125 47 59 37 23 73 25 29 28 33 26 21 21 1211 64 77 299 91 258
leaf_count=31 24 112 21 64 31 126 37 45 28 35 20 125 47 59 37 23 73 25 29 28 33 26 21 21 1211 64 77 299 91 258
internal_value=0 0.000425368 0.000992714 0.000594445 0.000814125 0.000243194 0.00102845 0.000445139 0.000648333 0.000947325 0.000893222 0.000959148 0.0010663 0.000529944 0.000639283 0.000575416 0.000522278 0.00011082 0.000936931 0.000887291 0.00067675 0.000987974 0.000393483 0.00105737 0.00105336 0.000913046 0.00089749 0.000999021 0.000941518 0.00104385
internal_weight=0 590 2531 306 422 284 2109 205 188 234 199 745 1364 160 96 157 134 151 179 148 61 620 133 1317 1296 85 101 594 120 295
internal_count=3121 590 2531 306 422 284 2109 205 188 234 199 745 1364 160 96 157 134 151 179 148 61 620 133 1317 1296 85 101 594 120 295
is_linear=0
shrinkage=0.00196078


Tree=4380
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 1 10 150 4 47 4 12 1 0 2 43 44 131 2 13 3 1 13 12 4 160 1444 15 15 1213
split_gain=2.1958 0.314198 0.273354 0.232413 0.236225 0.204769 0.20455 0.168107 0.154069 0.149764 0.172377 0.132902 0.118741 0.120675 0.112471 0.109166 0.102768 0.0960983 0.110325 0.135688 0.0885563 0.0995212 0.0865784 0.0858464 0.091877 0.130564 0.102545 0.0980967 0.204325 0.123544
threshold=0.10920500000000001 -0.065229999999999996 0.078300000000000008 0.11924500000000002 -0.074359999999999996 0.14262000000000002 -0.062879999999999978 0.10980500000000001 0.41257000000000005 0.10019500000000002 0.061775000000000004 0.086700000000000013 0.088770000000000016 -0.14832499999999996 0.11928500000000002 -0.085594999999999991 0.081805000000000017 0.094300000000000009 0.13754500000000003 -1.0000000180025095e-35 -0.0063699999999999989 0.079415000000000013 -0.059629999999999996 0.11734000000000001 -0.073934999999999987 -0.081069999999999989 -1.0000000180025095e-35 0.084735000000000019 0.08517000000000001 0.11146500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 15 9 -7 16 14 17 -11 12 13 -4 -2 -1 20 18 19 22 21 -6 -3 24 25 -13 -26 -27 -29 -30
right_child=1 5 11 -5 7 6 -8 -9 -10 10 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 27 -28 28 29 -31
leaf_value=0.011551123398500127 0.014321747707893677 0.0061645531095564365 0.021757658473639328 0.0031658554946382839 0.014190050796605647 -0.0072838377118820243 0.0038350150946756078 0.0055445741166212509 0.0063069002965295863 0.01794309351269318 0.0071269146910664148 0.0073901283030863851 0.0083997077985920703 0.015533950444038361 0.0060227875178679828 0.0060142089911639253 0.020882388817456864 0.011981119419492427 0.0010454787356270986 0.011186731890661689 0.01508665342254252 0.0056713942826415106 -0.00013479331741109491 0.01081547996941847 0.018969422182248487 0.017489687204863304 0.013101104770375366 0.0046282900508958849 0.014326543337421697 0.019395735416222706
leaf_weight=76 89 80 33 30 32 21 78 22 55 23 41 22 22 557 20 67 24 21 55 41 182 24 30 87 31 146 755 20 382 55
leaf_count=76 89 80 33 30 32 21 78 22 55 23 41 22 22 557 20 67 24 21 55 41 182 24 30 87 31 146 755 20 382 55
internal_value=0 0.00694931 0.0138912 0.0116738 0.0122716 0.00540499 0.00147647 0.0139406 0.0106218 0.0067415 0.011014 0.0143714 0.0156131 0.0158821 0.012799 0.0089569 0.0146456 0.00553692 0.00487999 0.00627667 0.0140167 0.0105392 0.00444655 0.0138641 0.0140521 0.014957 0.0133326 0.0152331 0.0145122 0.0149645
internal_weight=0 554 2567 457 427 390 99 284 164 291 64 2110 612 590 109 143 262 227 206 151 238 56 110 1498 1411 625 786 603 457 437
internal_count=3121 554 2567 457 427 390 99 284 164 291 64 2110 612 590 109 143 262 227 206 151 238 56 110 1498 1411 625 786 603 457 437
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 47 4 0 0 4 3 160 14 2 16 2 0 50 131 106 132 3 3 2 52
split_gain=39.9882 6.79204 3.66135 3.27834 2.92985 1.99141 1.63212 1.62564 1.42058 1.19229 1.13609 0.913728 1.44301 0.692506 0.615135 0.764244 0.638991 0.553192 0.486056 0.425292 0.396789 0.384055 0.349295 0.347846 0.33723 0.369957 0.33979 0.333566 0.322102 0.320917
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.40124500000000002 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.0061450000000000003 -0.11173999999999999 -0.079119999999999982 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 -1.0000000180025095e-35 0.14122000000000004 -0.10850999999999998 0.17025000000000004 -0.15599999999999997 0.083640000000000006 0.091440000000000007 0.087690000000000004 0.08696000000000001 0.30112000000000005 -0.042499999999999989 0.15109000000000003 -0.16675999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 18 7 -6 8 11 -5 20 12 21 -14 22 16 -16 -13 24 -19 -4 -1 -15 -2 25 26 -3 -17 -7 -10
right_child=1 2 10 9 6 28 -8 -9 29 -11 -12 17 13 14 15 27 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010758777731257488 0.001325873480859492 0.00072516335954811635 0.00039930507020444954 0.0011468734161826624 0.0011333165258268943 0.00098424850271158488 0.00064605750881468853 0.00073847074816429535 0.0012829765823541904 0.00069933535701601336 0.00080302148074457914 0.0014570277500775906 0.0012977704791663222 0.0012932530837177006 0.00069544249652501414 0.0012284607166614769 0.0011181361282679274 0.0012037965214366268 0.00037573325806875631 0.001060854238832387 0.000191904879211649 0.00075237914036357662 0.0015702705033798288 0.0010231629276976865 0.00040175796918619688 0.00041304030338255296 0.00052809888548300318 0.00099069358099227638 0.00066046442777391453 0.0015670065507629876
leaf_weight=43 54 169 122 37 82 27 39 24 20 60 23 21 1160 105 20 414 44 152 30 169 50 21 21 20 21 21 42 24 21 65
leaf_count=43 54 169 122 37 82 27 39 24 20 60 23 21 1160 105 20 414 44 152 30 169 50 21 21 20 21 21 42 24 21 65
internal_value=0 0.000683632 0.000614397 0.0012233 0.0007209 0.00123788 0.000976266 0.00124612 0.00125146 0.000870046 0.000393743 0.00124183 0.00125902 0.00126938 0.00121693 0.00118619 0.000986044 0.00114871 0.000611716 0.00112854 0.000339014 0.00096973 0.00133942 0.00124406 0.000639698 0.000661235 0.000685937 0.00121543 0.000842593 0.00150018
internal_weight=0 673 599 2448 404 2351 121 2303 2279 97 195 2194 1852 1788 628 502 64 342 283 321 172 64 126 74 253 232 211 438 48 85
internal_count=3121 673 599 2448 404 2351 121 2303 2279 97 195 2194 1852 1788 628 502 64 342 283 321 172 64 126 74 253 232 211 438 48 85
is_linear=0
shrinkage=0.00196078


Tree=4382
num_leaves=31
num_cat=0
split_feature=1 52 3 47 2 14 52 43 132 3 0 4 151 44 0 1 3 2 3 3 4 4 49 52 43 48 12 0 160 52
split_gain=2.01521 0.497523 0.286396 0.214372 0.189641 0.172224 0.169507 0.155908 0.155642 0.145358 0.143407 0.181177 0.135622 0.126926 0.169267 0.282084 0.174513 0.155813 0.123841 0.135038 0.110575 0.107956 0.104048 0.0976755 0.117949 0.182052 0.162349 0.132719 0.128018 0.124398
threshold=0.10124500000000002 -0.43851499999999993 0.31370500000000007 0.078345000000000012 0.13404500000000005 0.062655000000000016 0.12492500000000002 -0.0065949999999999993 0.10613500000000002 0.42240500000000009 -0.047369999999999995 -0.0070899999999999991 0.077805000000000013 0.081805000000000017 -0.13027499999999997 0.081670000000000006 -0.0049599999999999991 -0.090999999999999984 -0.14989499999999997 0.076840000000000006 0.40945500000000007 0.024790000000000003 0.092560000000000017 0.10024500000000001 -0.011919999999999998 0.088735000000000022 0.083985000000000018 -0.085034999999999986 -0.54913999999999985 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 13 7 -3 9 -4 11 -5 18 14 15 -1 -17 -16 -9 -20 -13 23 -23 -19 25 28 -26 -28 -25 -29
right_child=1 2 8 10 -6 -7 -8 12 -10 -11 -12 20 -14 -15 17 16 -18 21 19 -21 -22 22 -24 24 26 -27 27 29 -30 -31
leaf_value=0.016772337574220728 0.014682479502612745 0.0038734574082007591 0.0023537202606218801 0.019824780624670288 0.0074680189820652727 0.018068067146611685 0.011876588457437489 0.012212577744415313 0.0086415446564877558 -0.0074020310438105046 0.0030524168773332521 0.011807347648836515 0.015142758478127098 0.021318751555823148 0.0051509049804215994 -0.0013332985130892624 0.009235995718980301 0.014449968927227884 0.00087129083992696786 0.0081172523176064725 0.0040717536947973403 0.013785236519528555 0.0095883605614030133 0.021943611400606841 0.0020458963699638844 0.0049187033902853734 0.017083017643381028 0.003912665030936925 0.014044374330765814 0.012079288883251139
leaf_weight=40 91 203 56 24 49 89 51 33 26 21 21 94 23 21 21 21 61 1430 43 64 23 125 112 23 20 20 34 26 190 66
leaf_count=40 91 203 56 24 49 89 51 33 26 21 21 94 23 21 21 21 61 1430 43 64 23 125 112 23 20 20 34 26 190 66
internal_value=0 0.00773722 0.00681051 0.00767482 0.0136239 0.0137551 0.00647551 0.0057229 0.0019519 -0.000306939 0.010762 0.0119102 0.00802619 0.0135814 0.0135072 0.00988762 0.00652923 0.0137208 0.00685703 0.00520532 0.0102867 0.0138088 0.0118019 0.0140717 0.0126444 0.0140408 0.0104158 0.0117443 0.0148973 0.00977133
internal_weight=0 773 682 579 2348 2299 417 366 103 77 162 141 163 2210 2189 122 82 2067 140 107 117 2046 237 1809 379 233 146 126 213 92
internal_count=3121 773 682 579 2348 2299 417 366 103 77 162 141 163 2210 2189 122 82 2067 140 107 117 2046 237 1809 379 233 146 126 213 92
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 4 12 2 2 2 14 52 2 3 4 14 47 2 0 16 3 43 0 34 43 2 13 2
split_gain=63.8425 7.67742 6.5661 6.1012 4.15171 2.64411 2.62709 2.46144 2.40887 1.3305 1.27855 1.06894 0.970906 0.952377 0.894763 1.14604 0.874007 0.817198 0.7867 0.652617 0.63069 0.585534 0.889315 0.525843 0.499559 0.446232 0.437179 0.992436 0.434723 0.422623
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.40124500000000002 -0.16363499999999997 0.091545000000000015 0.13501500000000002 0.11389000000000002 0.17025000000000004 0.076175000000000007 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 -0.012164999999999999 0.062655000000000016 0.077555000000000013 0.14019000000000004 -0.13027499999999997 0.10994000000000002 0.090900000000000009 -0.041049999999999996 -0.088774999999999979 -0.038779999999999995 -0.04890499999999999 0.11177500000000001 -0.0093149999999999986 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 11 -5 -6 12 16 17 25 20 14 15 -9 24 18 21 26 -4 22 23 -1 -10 -3 28 -28 -2 -27
right_child=1 5 8 6 7 -7 -8 13 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.001232401802301073 0.00082899430980217588 0.00030557875865835606 0.0013428845116191183 0.0014716768522113337 0.0015955437924347672 0.0010061658034629744 0.00083670577369696737 0.00088636923219001735 0.0017709100517080047 0.0011253854304487149 0.0010320147403155631 0.00019349589964886215 0.0019091687632846912 0.0013595528660845472 0.00073564065543938026 0.0013800883055234154 0.0014141294184383685 0.0018863855756540348 0.0017729443153348774 0.00051898470455736547 0.0016261780049425291 0.0016438191028079257 0.0010584521366619826 0.0015538148804487685 0.001537991541551532 0.00071195932375590226 0.0012405236118412919 0.00081078267677848136 0.00052595391151487444 0.0004713684006266916
leaf_weight=28 52 28 31 104 31 38 33 51 38 36 22 50 46 23 55 28 249 22 31 29 1191 38 28 65 518 52 27 88 28 61
leaf_count=28 52 28 31 104 31 38 33 51 38 36 22 50 46 23 55 28 249 22 31 29 1191 38 28 65 518 52 27 88 28 61
internal_value=0 0.000814634 0.00153088 0.00099278 0.00130761 0.000533802 0.00131873 0.00109063 0.00157555 0.00149418 0.00148194 0.000439824 0.00162952 0.000990938 0.000927668 0.00106136 0.00151067 0.00152863 0.0014872 0.000793428 0.00161899 0.00143149 0.00136481 0.00145705 0.00155391 0.000527174 0.000834243 0.000911678 0.00072293 0.000582083
internal_weight=0 590 2531 361 422 229 137 188 2109 841 234 191 1268 157 134 79 805 212 190 224 1222 159 121 93 556 141 195 115 80 113
internal_count=3121 590 2531 361 422 229 137 188 2109 841 234 191 1268 157 134 79 805 212 190 224 1222 159 121 93 556 141 195 115 80 113
is_linear=0
shrinkage=0.00196078


Tree=4384
num_leaves=31
num_cat=0
split_feature=1 4 9 2 155 123 2 157 3 149 15 10 376 1428 14 34 4 457 4 39 12 15 13 159 1456 42 484 2 402 402
split_gain=1.95001 0.281717 0.255755 0.210351 0.200645 0.166827 0.163639 0.161389 0.162896 0.15111 0.146957 0.182762 0.13964 0.116716 0.110422 0.099738 0.118205 0.092191 0.192535 0.107352 0.101245 0.144138 0.115981 0.0806254 0.0757636 0.124305 0.133747 0.167029 0.0991791 0.134555
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.098630000000000009 0.10158500000000002 0.08592000000000001 -0.13033999999999998 -0.081749999999999975 0.30112000000000005 0.07770500000000001 -0.43375999999999998 -1.0000000180025095e-35 0.080200000000000007 0.087445000000000009 0.062655000000000016 -0.021334999999999996 0.51303500000000013 0.080930000000000016 0.19806500000000002 0.099745000000000014 0.095565000000000011 0.094810000000000019 -0.097224999999999992 0.092630000000000018 0.056265000000000009 0.08426500000000002 -0.081869999999999984 0.086825000000000013 0.085720000000000018 0.042685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 6 7 13 -4 -2 12 10 15 -12 -9 17 24 -3 -17 19 -19 20 21 22 -5 -10 28 -26 -27 -28 29 -8
right_child=1 9 3 5 -6 -7 14 8 23 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0039726904601169134 -0.00033658267486663093 0.00085480581075253513 0.006990269997622818 0.0060053832208116853 0.018014494024894454 0.0040846549772790503 0.013333417262783654 0.011596730205414145 0.0076338137189547227 0.011919324410458405 -0.007706039394252003 0.0028115200542991885 0.0043985077031803406 0.017344992529404791 0.017550788553950342 0.012494132846533772 0.0051385835241809542 -5.6916652247309692e-05 0.012888239363760309 0.0050248743966221816 0.010950145764518644 0.02139574834348067 0.013875141740333144 2.5600957003637004e-05 0.019222464956692421 0.01047091258658191 0.024547630622982982 0.012490397856432807 0.015452460526924014 0.0052691648137711345
leaf_weight=30 21 31 35 21 22 28 1404 147 30 24 20 95 33 38 79 31 74 20 27 21 247 23 173 26 64 59 20 27 230 21
leaf_count=30 21 31 35 21 22 28 1404 147 30 24 20 95 33 38 79 31 74 20 27 21 247 23 173 26 64 59 20 27 230 21
internal_value=0 0.00660995 0.0131518 0.0132603 0.00884875 0.0116206 0.013766 0.00806413 0.00881165 0.00433858 0.00361373 0.000982379 0.0102771 0.0119908 0.0138905 0.00583877 0.00731022 0.0116084 0.00737966 0.0120182 0.0123347 0.0139107 0.0130233 0.00410143 0.0137321 0.0157424 0.0136413 0.0176211 0.0135256 0.0132146
internal_weight=0 554 2567 2537 279 598 1939 257 236 275 251 115 180 570 1904 136 105 532 47 485 464 217 194 56 1825 170 106 47 1655 1425
internal_count=3121 554 2567 2537 279 598 1939 257 236 275 251 115 180 570 1904 136 105 532 47 485 464 217 194 56 1825 170 106 47 1655 1425
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 0 1 16 49 4 47 1 3 160 1 0 16 1 3 1 11 12 3 1
split_gain=107.675 16.1578 8.35992 7.89959 5.25224 4.95018 3.44097 3.22469 2.74116 2.54371 2.48628 1.481 1.78243 1.47094 1.23457 1.11342 1.06569 0.943992 0.867652 1.21814 0.847181 0.687177 0.720514 0.659764 0.654912 0.654839 0.489099 0.48451 0.46929 0.458877
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.13501500000000002 -0.10096999999999999 0.085345000000000018 -0.52595999999999987 -0.054984999999999992 -0.15289999999999995 0.078875000000000015 0.12408500000000001 -0.12711499999999995 -0.016279999999999996 0.12000500000000001 -0.15202999999999997 -0.059624999999999991 0.16175000000000003 -0.14847999999999997 0.13075500000000004 0.075910000000000019 0.090455000000000021 -0.10831999999999999 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 20 11 -4 -8 13 12 21 -7 -2 -11 -14 -17 19 -13 -3 -1 -23 -6 26 -5 -15 -20 -26 -16
right_child=1 4 8 25 23 10 9 -9 -10 15 -12 18 16 24 29 17 -18 -19 27 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0017103909889634361 0.00074929336454315971 0.00032768710321606765 0.001232650357909767 0.00051858809782691243 -5.1455107600730492e-05 0.00074616234704337307 0.00086842806023709914 0.0018365319695125442 0.00054181774482848773 0.00082120200180832079 0.00079003714658076472 0.00079753841401315197 0.00080342554834251308 0.0011825013452885199 0.0013002054073354779 0.00041844643339902711 0.0013493003564722399 7.7621432798014584e-05 0.001458628271928857 0.0014107972126735228 -6.9706470510713195e-05 0.001438438610497093 0.0010203986000730152 -0.00043742606819830804 0.00096802149572261943 0.0001353616076004174 0.00154056673235328 0.0013815325849840059 0.0012615191217142654 0.00098137403973121715
leaf_weight=21 23 30 34 60 90 21 54 70 63 20 48 20 44 20 100 122 20 42 1012 33 66 51 23 21 22 24 55 454 437 21
leaf_count=21 23 30 34 60 90 21 54 70 63 20 48 20 44 20 100 122 20 42 1012 33 66 51 23 21 22 24 55 454 437 21
internal_value=0 0.000462511 0.00134808 0.000886961 0.00024504 0.00137135 0.000367843 0.0014242 0.000783965 0.000494243 0.00121816 0.001407 0.00122695 0.00125519 0.00116572 0.000384427 0.000974011 0.000331162 0.00142584 0.00117938 5.4479e-05 0.00139734 0.00130851 -0.000124477 0.00127521 0.000409095 0.00144508 0.00143475 0.00124745 0.00124487
internal_weight=0 673 2448 228 445 2351 334 1748 97 238 603 1678 159 555 144 184 64 164 1519 53 96 95 74 111 534 84 75 1466 459 121
internal_count=3121 673 2448 228 445 2351 334 1748 97 238 603 1678 159 555 144 184 64 164 1519 53 96 95 74 111 534 84 75 1466 459 121
is_linear=0
shrinkage=0.00196078


Tree=4386
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 3 2 14 124 1 42 51 47 13 43 1455 2 42 0 456 1446 483 42 2 0 4 159 158 52 16
split_gain=2.00427 0.429069 0.265957 0.201866 0.186986 0.211441 0.176745 0.149288 0.140572 0.122566 0.110507 0.105503 0.103864 0.095254 0.151561 0.0898317 0.0927337 0.119943 0.334742 0.115254 0.0965011 0.175317 0.144332 0.123546 0.0925505 0.208149 0.0893411 0.114203 0.106378 0.165691
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 0.40124500000000002 0.10444500000000002 -0.014944999999999998 0.15109000000000003 0.062655000000000016 -0.076779999999999987 0.16773500000000005 -0.0060199999999999993 -0.085989999999999997 0.12958500000000003 -0.078704999999999983 -0.085594999999999991 -0.24112999999999998 0.089885000000000007 0.084835000000000008 -0.06563999999999999 0.085555000000000006 0.088980000000000017 0.08833000000000002 0.088380000000000014 0.083795000000000022 -0.10151999999999999 0.0049200000000000008 0.082585000000000006 0.094245000000000009 0.086450000000000013 0.40020000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 13 7 8 10 12 -1 -6 -3 -2 -15 -10 17 24 20 26 21 -19 -22 -23 25 -17 28 -28 29 -18
right_child=1 9 -4 -5 11 -7 -8 -9 15 -11 -12 -13 -14 14 -16 16 19 18 -20 -21 22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.013219548843649998 0.018120760742861491 0.0037942098195791214 0.015072614218168443 0.0034714451238290751 -0.00084850581522914574 0.004102608998230583 0.0039610397957620174 0.01719350995902388 0.018060894964917289 -0.0029590351102144821 0.0060106679433956749 0.0067853260303832865 0.0091523779307080572 0.018644358425600721 0.0089082027275945806 0.0060448070749258391 0.0090609084611395913 0.013141811021380094 -0.00020884105935692788 0.018060213056477634 0.023731285799294712 0.011817601390860299 0.012764207193007072 0.0012197627119762315 0.014791172956661464 0.016667552478611469 0.016911582818875708 0.010295094372340828 0.012980163644013894 0.013553158477964948
leaf_weight=37 26 228 62 22 20 37 21 89 37 23 50 191 43 21 67 39 260 436 20 33 20 22 30 22 687 35 75 40 308 120
leaf_count=37 26 228 62 22 20 37 21 89 37 23 50 191 43 21 67 39 260 436 20 33 20 22 30 22 687 35 75 40 308 120
internal_value=0 0.00698527 0.00902086 0.0130065 0.00798438 0.010671 0.0130946 0.0131759 0.0130184 0.00404957 0.00907651 0.00606174 0.0046444 0.0128028 0.0112316 0.0131755 0.0130913 0.0136161 0.012491 0.0122683 0.0129702 0.0125347 0.017151 0.00651868 0.0144292 0.0110691 0.0120302 0.0146102 0.011599 0.0104795
internal_weight=0 718 424 2403 362 151 2381 2360 2271 294 87 211 271 114 88 2184 2147 1311 550 836 530 480 50 44 761 74 803 115 688 380
internal_count=3121 718 424 2403 362 151 2381 2360 2271 294 87 211 271 114 88 2184 2147 1311 550 836 530 480 50 44 761 74 803 115 688 380
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 1 2 2 2 14 1 49 4 1 50 4 13 1 1 0 2 475 475 1 12 1 15 1420
split_gain=50.4047 5.87759 4.94394 3.49123 3.45411 2.6824 2.53878 1.50283 1.49882 1.45065 1.63328 1.19115 0.75119 0.689482 0.679555 1.28739 0.578056 0.496349 0.475002 0.474593 0.458895 0.575333 0.450345 0.377618 0.395713 0.363232 0.3524 0.350666 0.343907 0.326078
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14122000000000004 0.14285500000000004 0.09253500000000002 0.091265000000000013 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.090540000000000023 -0.012034999999999999 -0.013514999999999998 0.089770000000000016 0.041865000000000006 -0.046564999999999988 -0.16152999999999998 0.12958500000000003 0.075045000000000014 -0.038659999999999993 -1.0000000180025095e-35 -0.088274999999999978 -0.10344499999999998 0.12000500000000001 0.095780000000000018 0.13075500000000004 -0.41396999999999995 -0.083604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 5 8 9 -4 11 25 19 12 23 -2 18 26 28 -12 -10 -11 21 -20 -14 24 -1 -3 -16 -5 -8 -25
right_child=1 6 7 27 -6 -7 16 -9 14 10 17 -13 22 -15 15 -17 -18 -19 20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0015267244323628958 0.00098061137997052243 0.0007660274375595298 0.0013789047660024657 0.00085523989515415592 0.0009205937866032253 0.00097177067013490379 0.00048570746073016413 0.00088395528478236302 0.0011640611320149663 0.0014016125424235475 0.0010577705823907664 0.0017824044223001859 0.0011460917812072611 0.001382301751927545 0.001437824330385301 0.00098234896635101751 0.00067430194755271639 0.00072769615671619049 0.0014651638447139689 0.00098427370482800057 0.0015712571081364657 0.0012156944713029264 0.0014332054840593086 0.0017666514013327803 0.0011413462723002714 0.00048434116893836124 0.0013054949767154914 0.00056690177560656094 0.00023329520173480405 0.0015256322047869754
leaf_weight=21 20 24 34 50 45 41 36 77 20 22 20 61 23 92 189 34 26 141 267 20 129 41 242 22 20 66 131 24 49 1134
leaf_count=21 20 24 34 50 45 41 36 77 20 22 20 61 23 92 189 34 26 141 267 20 129 41 242 22 20 66 131 24 49 1134
internal_value=0 0.000803785 0.0014402 0.00109221 0.00145876 0.00146896 0.000670994 0.00103556 0.00147769 0.000766664 0.00085853 0.00151395 0.00150275 0.00131057 0.0014096 0.00134511 0.000418458 0.000768699 0.00145955 0.00120288 0.00147308 0.00143196 0.00140829 0.00152366 0.00133874 0.000559458 0.00138365 0.000761725 0.000340199 0.00153022
internal_weight=0 590 2531 186 2420 2375 404 111 2334 293 203 1523 1462 112 811 354 111 161 457 42 437 308 265 1197 41 90 320 74 85 1156
internal_count=3121 590 2531 186 2420 2375 404 111 2334 293 203 1523 1462 112 811 354 111 161 457 42 437 308 265 1197 41 90 320 74 85 1156
is_linear=0
shrinkage=0.00196078


Tree=4388
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 15 0 2 2 47 14 4 4 15 4 1 1 2 160 132 4 43 0 0 15 10 2
split_gain=45.1354 5.21936 4.62405 3.23436 2.84393 1.63174 1.5724 1.55117 1.21586 1.06336 1.01354 0.891465 0.841733 0.801809 0.779257 0.701248 0.896244 0.678855 0.6137 0.507997 0.467019 0.466764 0.456661 0.435227 0.398365 0.555967 0.392137 0.391705 0.510988 0.336399
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.12958500000000003 0.40124500000000002 0.024640000000000006 -0.23091999999999999 0.14838000000000004 0.13501500000000002 0.081320000000000017 0.076175000000000007 -0.0086549999999999978 -0.059649999999999988 -0.03241999999999999 0.27834500000000006 0.14089500000000002 0.10089500000000001 0.099185000000000009 -1.0000000180025095e-35 0.08696000000000001 -0.0070899999999999991 -0.081374999999999989 -0.093039999999999984 -0.088774999999999979 -0.40580499999999992 -0.38124499999999995 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 9 13 10 23 12 -1 17 14 19 -4 26 20 -17 -3 -8 24 -11 -19 29 -5 -6 -26 -7 -12 -29 -2
right_child=1 6 5 7 8 11 18 -9 -10 15 27 -13 -14 -15 -16 16 -18 21 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0016547728784045701 0.00085211033422955018 0.00071471415870987323 0.0013465826097711422 0.0013619499512886959 0.00069903932717660323 0.0014768509378565865 0.0010044598320232583 0.00070707861855474972 0.0013851486629937765 0.0014489260451510532 0.00040757968054505524 0.00094309959373962385 0.0011407879263604446 0.001610322169584793 0.0011622813295625262 0.0012062787248438725 0.00077829533406332423 0.00064091611105729547 0.00055129125349077522 0.00070791593018700093 0.0010972800938522113 0.00035643236927533438 0.00041500300857700217 0.0010907291054465932 0.00088504441352426147 0.0012766352562489462 0.0012822915686425647 0.00032741663906284992 -7.3134312992063319e-05 0.00066015334693700096
leaf_weight=23 52 45 1212 46 22 43 27 29 21 53 33 36 41 46 232 76 25 30 20 75 20 85 21 45 46 20 540 25 24 108
leaf_count=23 52 45 1212 46 22 43 27 29 21 53 33 36 41 46 232 76 25 30 20 75 20 85 21 45 46 20 540 25 24 108
internal_value=0 0.000671648 0.00127388 0.000852356 0.00108652 0.00131137 0.000483436 0.00110198 0.000935901 0.00125854 0.000419697 0.00124506 0.000889655 0.00135623 0.00125839 0.00120617 0.00110034 0.00051054 0.000811622 0.000826487 0.00135258 0.000430646 0.000686858 0.00122783 0.000927541 0.00100371 0.00129664 0.000242443 0.000131228 0.000722539
internal_weight=0 590 2531 301 422 2109 289 120 225 197 242 851 204 1258 815 174 101 160 47 163 73 115 181 91 88 66 583 82 49 160
internal_count=3121 590 2531 301 422 2109 289 120 225 197 242 851 204 1258 815 174 101 160 47 163 73 115 181 91 88 66 583 82 49 160
is_linear=0
shrinkage=0.00196078


Tree=4389
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 4 3 3 47 4 14 4 3 0 15 43 2 2 0 15 4 10 40 3 2 40
split_gain=35.3241 4.44149 3.73884 2.67092 2.3578 1.38085 1.34462 1.33523 1.29901 1.15967 0.838768 0.771904 0.703754 0.674393 0.593305 0.580505 0.887622 0.479 0.475903 0.418042 0.662861 0.410025 0.391924 0.452162 0.355862 0.34616 0.330884 0.326684 0.330821 0.317657
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 -0.16363499999999997 0.17025000000000004 0.40945500000000007 0.40124500000000002 -0.11171999999999999 0.30112000000000005 0.077555000000000013 0.033845000000000007 0.076175000000000007 -0.046564999999999988 0.092670000000000016 -0.067094999999999988 0.13592500000000005 -0.081289999999999987 0.11177500000000001 0.10252500000000002 -0.11242999999999999 -0.095244999999999982 -0.0070899999999999991 -0.38124499999999995 -0.074429999999999982 -0.14186499999999996 0.095545000000000005 -0.0061149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 14 -6 8 11 24 -1 29 15 18 22 -12 -17 21 27 -2 -21 26 23 -4 -5 -9 -8 -7 -29 -3
right_child=1 7 5 9 6 13 17 25 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00076245653020220821 0.00044100453016191848 0.00056893886185333008 0.0012299917755173701 0.0012224611444343182 0.0011727900515857714 0.0012669656036799714 0.00075059106839194824 0.00026757959633605871 0.00036031972926521734 0.00065091981441084803 0.0012479881828422882 0.00032842368910125658 0.001403478456332403 0.00099910518049633351 0.0014296713584473473 0.0010898273413106068 0.00065317287519839784 0.00049345601287785219 0.00085686071881451158 0.00091912268008860053 0.00059417680798513591 0.00067646883189414824 0.001209766212392284 0.00082263486151070526 0.00097721277758446652 -5.7515926549539845e-05 0.0010467900425457648 0.0011597913391039189 0.0010690379793813669 0.00082941770980328802
leaf_weight=26 41 27 20 46 31 74 29 34 132 29 58 22 32 171 46 96 22 28 23 31 109 71 1053 22 45 20 29 470 230 54
leaf_count=26 41 27 20 46 31 74 29 34 132 29 58 22 32 171 46 96 22 28 23 31 109 71 1053 22 45 20 29 470 230 54
internal_value=0 0.000598828 0.0011316 0.000765527 0.000963124 0.00116531 0.00079961 0.000425207 0.000489095 0.000992371 0.00109449 0.000654128 0.001136 0.00111084 0.00121152 0.00108737 0.00100842 0.000725924 0.00113481 0.000615134 0.000666129 0.000776382 0.00120236 0.00101661 0.00110118 0.000147174 0.000898691 0.00114307 0.00112997 0.000742591
internal_weight=0 590 2531 301 422 2109 188 289 235 120 234 103 208 968 1141 176 118 157 797 181 140 129 1095 42 91 54 58 774 700 81
internal_count=3121 590 2531 301 422 2109 188 289 235 120 234 103 208 968 1141 176 118 157 797 181 140 129 1095 42 91 54 58 774 700 81
is_linear=0
shrinkage=0.00196078


Tree=4390
num_leaves=31
num_cat=0
split_feature=1 52 2 4 52 2 47 4 14 124 131 2 15 1 16 52 42 15 42 0 131 15 403 3 15 3 4 4 12 132
split_gain=2.37231 0.542311 0.335209 0.218006 0.202651 0.192959 0.169767 0.183865 0.154264 0.146936 0.142288 0.2435 0.137995 0.123348 0.136423 0.193883 0.115348 0.106424 0.110526 0.0988523 0.0986014 0.0967638 0.141809 0.362245 0.134114 0.121869 0.158082 0.194956 0.136517 0.118247
threshold=0.10312500000000001 -0.40967499999999996 0.14285500000000004 0.40124500000000002 0.12492500000000002 0.14122000000000004 0.078345000000000012 0.40945500000000007 0.062655000000000016 -0.076779999999999987 0.086835000000000009 0.31358000000000003 0.013270000000000002 0.11866500000000001 -0.42170999999999997 -0.021869999999999997 -0.0060199999999999993 -0.41396999999999995 0.092620000000000022 -0.062294999999999996 0.090385000000000007 0.040760000000000005 -0.081224999999999992 -0.094299999999999981 0.081070000000000017 0.090900000000000009 -0.059649999999999988 0.0033150000000000007 0.092550000000000007 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 6 8 12 -8 9 16 11 -4 13 14 -3 -16 -1 18 -15 -6 -2 22 23 -11 -23 28 -27 -28 29 -24
right_child=1 2 10 -5 19 -7 7 -9 -10 21 -12 -13 -14 17 15 -17 -18 -19 -20 -21 -22 24 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.014549775330374973 0.017223656204772519 0.011375520804896951 0.0034230960594846338 0.0045637472348806279 0.014880340716576783 0.0077638022096191599 0.013100850489874714 0.0032611253513023259 0.018767135060036536 -0.0012414783948943729 0.0093571484748584521 -0.0080291213778158031 0.011513899349346303 0.0069024035429353266 0.0069301933938528881 -0.0038292221096344298 0.0070497329928912228 -0.0030472048856318001 -0.00076989623152517853 0.0072493538435082884 0.0097387685750921563 0.022940846585223211 0.015707958399817978 0.013639705443150692 0.015216610140057993 0.014965299088408816 -0.0006860516942106187 0.012560086876153946 0.012775607972729325 0.0087030471074103846
leaf_weight=37 66 50 82 22 58 41 79 25 89 21 24 24 41 57 103 20 46 25 28 24 24 23 668 74 991 47 20 25 262 25
leaf_count=37 66 50 82 22 58 41 79 25 89 21 24 24 41 57 103 20 46 25 28 24 24 23 668 74 991 47 20 25 262 25
internal_value=0 0.00795941 0.00693731 0.0144724 0.00809277 0.0145644 0.00722025 0.0107355 0.0146842 0.0145219 0.00240436 0.000830141 0.00609189 0.00530637 0.00697111 0.00518069 0.0103931 0.00268818 0.00437506 0.0126469 0.0152277 0.0146809 0.0140496 0.0103502 0.0153918 0.0143852 0.0109092 0.00667291 0.0147201 0.0154553
internal_weight=0 730 640 2391 510 2369 428 104 2328 2239 130 106 324 283 173 123 83 110 85 82 90 2156 1142 95 1014 1047 92 45 955 693
internal_count=3121 730 640 2391 510 2369 428 104 2328 2239 130 106 324 283 173 123 83 110 85 82 90 2156 1142 95 1014 1047 92 45 955 693
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 47 2 1 1 457 1 14 1 43 2 2 12 4 1 14 3 43 4 10 1429 0 4 13
split_gain=58.5202 7.44429 6.68554 5.6575 3.75746 2.80039 2.71336 2.1362 1.72281 1.56707 1.10815 0.907102 1.32058 0.859418 0.739621 0.735488 1.14754 0.731991 0.672707 0.666768 0.547287 0.54256 0.456108 0.437107 0.401605 0.388602 0.348028 0.347937 0.444188 0.3325
threshold=0.10752500000000002 0.13471500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.40124500000000002 0.13082500000000002 0.091265000000000013 0.077845000000000011 0.087135000000000004 0.080930000000000016 0.084525000000000003 0.062655000000000016 1.0000000180025095e-35 -0.025214999999999998 0.11177500000000001 0.17025000000000004 0.08401500000000002 -0.0057249999999999992 0.089770000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.079914999999999986 -0.17966999999999997 -0.3960249999999999 -0.047929999999999993 -0.030209999999999997 0.015030000000000002 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 8 26 17 10 -4 13 14 -13 -1 27 29 -17 -3 19 -12 -16 -18 -21 -11 -22 -19 -5 28 -10 -2
right_child=1 7 9 6 -6 -7 -8 -9 11 23 18 12 -14 -15 20 16 21 25 -20 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015728887751607929 0.0007282283491451796 0.00047710905547765104 0.001403005759255225 0.0016443267581509608 0.00093271190239713078 0.00099664493069758203 0.00078878114677149969 0.00096983280161331436 0.0014799306312647585 0.00095202409542859926 0.0010179836204543848 0.0014985271528655407 0.00082656702079848376 0.0018202141609067232 0.0017749878289360626 0.0011918129600881398 0.0010106379697225752 0.00038974441825022604 0.0015019378518382543 0.0016049420436223347 0.0015885222371706956 0.0006855716348934379 0.0012076729141614017 0.00062963049028752743 0.0013404775837314905 4.1505549718033656e-05 0.0013574771097793433 0.001267311018722064 0.0013642627454432501 0.00050466931307005124
leaf_weight=1032 68 120 28 20 45 41 36 29 366 61 23 23 22 57 40 31 26 22 366 25 78 82 20 22 37 28 87 49 196 41
leaf_count=1032 68 120 28 20 45 41 36 29 366 61 23 23 22 57 40 31 26 22 366 25 78 82 20 22 37 28 87 49 196 41
internal_value=0 0.000786692 0.00147243 0.00094382 0.00149401 0.00150465 0.00125443 0.000477964 0.00151357 0.00100189 0.00155244 0.00144057 0.00117001 0.00158583 0.00145646 0.00076472 0.000859278 0.000394057 0.00146866 0.00128957 0.00157743 0.000763828 0.00142838 0.00086657 0.00150872 0.000194731 0.00141109 0.00142577 0.00143959 0.000644137
internal_weight=0 590 2531 391 2420 2375 143 199 2334 111 1523 811 45 1089 766 248 139 170 434 68 155 108 45 83 115 50 107 611 562 109
internal_count=3121 590 2531 391 2420 2375 143 199 2334 111 1523 811 45 1089 766 248 139 170 434 68 155 108 45 83 115 50 107 611 562 109
is_linear=0
shrinkage=0.00196078


Tree=4392
num_leaves=31
num_cat=0
split_feature=1 2 12 0 4 11 3 1 124 2 2 133 4 15 51 12 43 3 43 16 3 159 16 12 2 159 1 2 158 0
split_gain=2.23125 0.469534 0.3533 0.196118 0.1538 0.218624 0.171618 0.493191 0.158019 0.148903 0.199503 0.161906 0.134028 0.131251 0.125554 0.121698 0.120621 0.117391 0.261573 0.113826 0.13757 0.107603 0.163776 0.160521 0.107239 0.142079 0.136016 0.175789 0.132831 0.100692
threshold=0.10337500000000001 0.13404500000000005 0.085055000000000006 0.22582000000000002 0.40124500000000002 1.0000000180025095e-35 -0.12018999999999998 0.080270000000000022 -0.076779999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.013514999999999998 -0.094549999999999981 0.10532000000000001 0.092550000000000007 -0.15879999999999997 0.11658 -0.04890499999999999 -0.49446999999999991 -0.014944999999999998 0.097885000000000014 -0.11118499999999999 -0.081419999999999979 0.090425000000000019 0.0089800000000000019 0.086920000000000011 0.098035000000000011 0.094245000000000009 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 6 7 -1 -8 19 -11 -12 15 -7 21 -4 -15 18 -13 -2 -21 22 23 -3 -10 26 -26 -28 -27 -16
right_child=1 14 12 -5 -6 13 8 -9 24 10 11 17 -14 16 29 -17 -18 -19 -20 20 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.014771804511547089 0.0095542924711480744 0.0098390715662389997 0.022259481260553004 0.0044741752069620859 0.0056603877059560985 0.025739346500486138 0.0099787331586920248 -0.0041012756805866952 0.014897991099221464 0.01820780477486551 -0.00057330650410481864 0.0052507986212376422 0.010284073116168311 0.010835152856074275 0.011959232540835661 0.013414465417154135 0.018781206268173312 0.0058661842005865578 0.016026369943283499 0.0073994231480173775 -0.0012681397193289817 0.0057613207716898686 -0.0058174297922050757 -0.00089433923008312526 0.013264228146393789 0.018993589978139755 0.00057939003454521298 0.012460643877134178 0.011783519509787623 0.0031518498826771978
leaf_weight=45 28 22 20 21 21 20 86 20 1321 20 21 41 121 25 27 70 81 77 50 30 47 49 32 38 594 78 20 33 38 25
leaf_count=45 28 22 20 21 21 20 86 20 1321 20 21 41 121 25 27 70 81 77 50 30 47 49 32 38 594 78 20 33 38 25
internal_value=0 0.00774263 0.00929312 0.0140957 0.0141805 0.0142563 0.0140278 0.0089647 0.0141795 0.00716661 0.00871012 0.00770507 0.0124577 0.0183091 0.00352496 0.01538 0.0169071 0.00873987 0.0111714 0.00409429 0.00210883 0.00197604 -4.00334e-05 0.00304124 0.0143528 0.0134089 0.0128311 0.00797715 0.0166317 0.00772491
internal_weight=0 718 525 2403 2382 2361 2235 65 2170 314 209 189 211 126 193 90 106 168 91 105 77 141 92 60 2084 763 647 53 116 52
internal_count=3121 718 525 2403 2382 2361 2235 65 2170 314 209 189 211 126 193 90 106 168 91 105 77 141 92 60 2084 763 647 53 116 52
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 2 2 4 1 52 1 2 47 3 15 4 0 4 16 43 0 4 12 11
split_gain=65.2852 10.5371 6.70057 5.07992 3.71891 3.50357 2.96429 2.1257 1.93604 1.72493 1.71301 1.41564 1.35749 0.861026 0.763492 0.726163 0.517075 0.885361 0.494159 0.461811 0.424288 0.419993 0.372637 0.44515 0.467242 0.446752 0.328895 0.323539 0.320763 0.318816
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.017889999999999996 -0.41942499999999994 -0.036839999999999991 0.18019500000000002 0.0052350000000000009 -0.10850999999999998 0.064745000000000011 -0.092759999999999995 0.23246000000000003 0.09202500000000001 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 18 6 7 11 12 27 -5 14 13 -4 -1 -13 22 -18 -3 -15 -14 -2 23 25 -25 28 -16 -6 -17 -9
right_child=1 2 8 10 9 -7 -8 29 -10 -11 -12 15 20 19 26 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016378365018621277 0.0016626852540408863 0.00078736348260745141 0.00085953667805050891 0.001466819753541666 0.0015179874707146042 0.0010018423454420011 0.00090857296305544232 0.0017248202192750106 0.00098811200762977504 0.00081986778391391236 0.00092070299054913677 0.0017562724588223791 0.00047834902818185917 0.00070777220161221104 0.0013436198851381771 0.0016513151371759236 0.0010130183030842886 0.0014929834644519166 0.0010472079622766764 0.00042575187666188689 0.00021302222336390912 0.0013471294048370099 0.001251100314890637 0.0015445212777211741 0.0013723146311902239 0.0014254738866029664 0.0015465362828414673 0.0012537698629273087 0.0015385585871493077 0.0019781093470522667
leaf_weight=1092 50 191 39 34 49 41 25 29 34 24 63 45 37 33 36 161 22 45 33 69 62 24 20 115 128 83 209 28 244 56
leaf_count=1092 50 191 39 34 49 41 25 29 34 24 63 45 37 33 36 161 22 45 33 69 62 24 20 115 128 83 209 28 244 56
internal_value=0 0.000862304 0.000776069 0.00155186 0.000966486 0.00157001 0.00158009 0.00158744 0.000550209 0.00127885 0.00111213 0.00157568 0.000488173 0.00061174 0.00161564 0.00151377 0.00150043 0.00133538 0.000825644 0.000516994 0.000312185 0.00156034 0.00151516 0.00152238 0.00145381 0.00155653 0.00151672 0.00142191 0.00158338 0.00189169
internal_weight=0 673 599 2448 325 2351 2310 2285 274 101 97 2200 240 141 1337 863 818 67 224 102 99 74 751 731 243 488 245 77 405 85
internal_count=3121 673 599 2448 325 2351 2310 2285 274 101 97 2200 240 141 1337 863 818 67 224 102 99 74 751 731 243 488 245 77 405 85
is_linear=0
shrinkage=0.00196078


Tree=4394
num_leaves=31
num_cat=0
split_feature=1 52 3 2 52 48 4 43 43 132 12 1 14 45 0 1 160 13 0 2 50 15 4 16 3 51 50 3 160 16
split_gain=2.1354 0.484879 0.30266 0.187615 0.172106 0.177929 0.171651 0.165359 0.172877 0.172244 0.142517 0.144442 0.141583 0.136012 0.203248 0.26199 0.131311 0.128512 0.119139 0.186607 0.120836 0.169039 0.116305 0.118105 0.109365 0.10853 0.107165 0.111231 0.282468 0.135021
threshold=0.10293500000000001 -0.42635499999999998 0.31370500000000007 0.13404500000000005 0.19022000000000003 0.15068000000000001 0.40124500000000002 -0.041049999999999996 -0.24021999999999996 -1.0000000180025095e-35 -0.42850999999999995 0.13501500000000002 0.062655000000000016 0.081955000000000014 -0.13027499999999997 0.083135000000000014 0.050340000000000003 -0.0079349999999999993 -0.077639999999999987 -0.0091949999999999983 0.10883000000000001 -0.0058549999999999991 0.033845000000000007 -0.10850999999999998 -0.0069549999999999994 -0.14660499999999996 0.089465000000000017 -0.11171999999999999 -0.080719999999999986 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 7 12 8 -3 -9 -4 -12 13 14 15 -1 -17 24 20 -20 22 -22 25 -24 -10 -16 27 28 -21 -30
right_child=1 2 10 -5 -6 -7 -8 9 17 -11 11 -13 -14 -15 18 16 -18 -19 19 26 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.016252398338155016 0.014666993594305081 0.013617866079439409 0.006969613353056567 0.0077397857659629414 0.012655562239759152 -0.0017270195848223839 0.0049919396993659791 0.0013598561367910841 0.0081186022568197746 0.010525115461654008 0.0046247492677399093 -0.0047399262601538796 0.01798486893550556 0.021107781112480625 0.022518970025703314 0.0011878696666099134 0.0096559613873746161 0.00097862103223545307 0.003399493317119777 -0.0011195276676153299 0.013221238709266196 0.0034898605706292166 0.014190018565132051 0.0085585516998199409 0.0025531829124352395 0.015087343140113001 0.015934485794068913 0.013255810734068049 0.007902387727517635 0.017088679209700787
leaf_weight=41 88 25 35 49 62 22 21 23 110 189 28 40 89 26 20 30 47 62 20 20 119 21 120 54 52 1126 117 401 32 32
leaf_count=41 88 25 35 49 62 22 21 23 110 189 28 40 89 26 20 30 47 62 20 20 119 21 120 54 52 1126 117 401 32 32
internal_value=0 0.00770195 0.00675608 0.0138637 0.00769561 0.00705893 0.0139921 0.00747821 0.00573065 0.00953077 0.00178478 -0.000883883 0.0140738 0.0139174 0.0138324 0.00979504 0.0063567 0.00485039 0.0140613 0.0129023 0.014555 0.0117615 0.0148513 0.0124423 0.00633217 0.015217 0.013218 0.0125627 0.00925385 0.0124955
internal_weight=0 736 648 2385 545 483 2336 461 249 212 103 68 2315 2226 2200 118 77 224 2082 622 1460 140 1320 174 162 1146 602 485 84 64
internal_count=3121 736 648 2385 545 483 2336 461 249 212 103 68 2315 2226 2200 118 77 224 2082 622 1460 140 1320 174 162 1146 602 485 84 64
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=31
num_cat=0
split_feature=1 1 457 16 2 4 1 123 3 45 16 47 2 133 3 3 0 16 484 14 0 1 160 4 16 0 12 160 1456 1456
split_gain=1.72967 0.401299 0.26275 0.233875 0.156634 0.152111 0.138162 0.152914 0.13398 0.137348 0.135978 0.129336 0.127844 0.199719 0.13029 0.204074 0.116086 0.140886 0.104912 0.101551 0.140411 0.186543 0.180645 0.105583 0.145285 0.113156 0.152699 0.169505 0.120625 0.14384
threshold=0.10293500000000001 0.12337000000000002 0.094310000000000019 0.40020000000000006 0.15109000000000003 0.40124500000000002 0.14860500000000001 0.11679000000000002 0.10299500000000002 0.081955000000000014 0.27776000000000006 0.12958500000000003 0.10276500000000001 0.0068000000000000014 0.0022600000000000003 0.11658 -0.019414999999999998 -0.25582999999999995 0.068975000000000009 0.062655000000000016 -0.14001499999999997 0.085605000000000014 0.08443500000000001 0.022185000000000003 -0.44310499999999992 -0.085669999999999982 -0.086254999999999984 -0.55045999999999984 0.083870000000000014 0.094710000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 5 8 7 11 9 19 -10 18 13 -2 -14 -16 17 -8 -3 20 21 -1 -23 25 -25 -22 -27 -28 -29 -30
right_child=1 6 -4 -5 -6 -7 16 -9 10 -11 -12 -13 14 -15 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 26 27 28 29 -31
leaf_value=0.014442483265254949 0.01373379044351168 0.0039368903394562142 0.00039015500532353626 0.013946300450842629 0.0038790106418586916 0.0042773442078297115 -0.0021547110370275647 -0.0026630940582518551 0.0039954847163919897 0.02079877534710076 0.014331829124130308 0.011949584770627554 0.0044600893264144193 0.0055745560971748398 0.017425739943670731 0.0061705692419402151 -0.005134721752256155 0.0094419312785612424 0.010626756356214174 0.016004563519858163 0.014139288541019835 -0.0013142415788024665 0.0098254102911498106 0.014992213073128369 0.0095181899870513016 0.0043735088254122636 0.0034684137906879188 0.012510138279142999 0.022701696772128344 0.013099338252766012
leaf_weight=37 80 144 34 93 21 22 22 22 35 21 20 32 114 48 24 49 26 20 28 88 579 24 37 64 200 23 20 1129 26 39
leaf_count=37 80 144 34 93 21 22 22 22 35 21 20 32 114 48 24 49 26 20 28 88 579 24 37 64 200 23 20 1129 26 39
internal_value=0 0.00693175 0.00883615 0.00953998 0.0124773 0.0125537 0.00406868 0.00525779 0.0126314 0.0127487 0.00775416 0.006112 0.00823907 0.0106741 0.00657233 0.0098709 0.00011665 0.0033675 0.00502594 0.0126741 0.0125396 0.00884051 0.0054426 0.0127139 0.0108452 0.0129855 0.0124455 0.0125984 0.0127513 0.0169403
internal_weight=0 736 442 408 2385 2364 294 226 2342 2287 55 204 315 128 187 73 68 42 172 2266 2178 98 61 2080 264 1816 1237 1214 1194 65
internal_count=3121 736 442 408 2385 2364 294 226 2342 2287 55 204 315 128 187 73 68 42 172 2266 2178 98 61 2080 264 1816 1237 1214 1194 65
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 1 0 2 49 4 0 15 475 3 3 49 0 4 0 16 158 50 4 16 13 1
split_gain=29.6346 3.81429 3.03361 2.00961 1.94396 1.75666 0.959895 0.941399 1.08733 0.89268 0.853066 0.782693 0.575912 0.502276 0.636301 0.533297 0.445644 0.425469 0.518899 0.417529 0.405729 0.479338 0.700872 0.396146 0.369825 0.358542 0.318531 0.326908 0.314454 0.312578
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076975000000000002 -1.0000000180025095e-35 0.10803500000000001 0.092845000000000025 -0.13027499999999997 0.15109000000000003 -0.043469999999999995 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.066784999999999983 0.30112000000000005 0.12745000000000004 -0.012034999999999999 -0.079119999999999982 -0.46376499999999993 -0.060129999999999996 -0.046599999999999996 0.084765000000000021 0.041865000000000006 0.24564500000000003 -0.050529999999999999 -0.47860499999999995 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 19 7 13 -3 -9 -4 12 16 -5 14 15 -1 -12 18 23 -2 -16 29 -23 -10 26 28 27 -15 -7 -22
right_child=1 5 9 10 -6 25 -8 8 17 -11 11 -13 -14 24 20 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011880734362159136 0.00071294668915809366 0.00037213800787471216 0.00099411945946506703 0.0004985267599728609 0.00056016786889161738 0.00037036631638167586 0.0013227878559648602 0.000893986500959659 0.00063842127175998346 0.00062110768409004652 0.0011578409909995782 0.0006247499302015696 0.0009027126802444741 0.0010376477769662555 0.0011341369497610361 0.00083435464010929211 0.00098404154367723556 0.00038538416868510956 0.00082259645283806553 0.0010255352381969352 0.0010407678271625556 0.0010642922512293447 0.00078583214747592577 0.0003819680401105799 0.0011709147711205326 0.00045314898636217489 0.00071880220179902567 0.00076651720801432699 9.1503844393160205e-05 0.001301453101868723
leaf_weight=23 20 90 37 23 74 22 75 42 55 74 68 21 33 92 1175 57 342 48 31 92 28 319 39 40 36 23 20 21 53 48
leaf_count=23 20 90 37 23 74 22 75 42 55 74 68 21 33 92 1175 57 342 48 31 92 28 319 39 40 36 23 20 21 53 48
internal_value=0 0.000574426 0.00106241 0.00107695 0.000806777 0.000467453 0.00110531 0.000540623 0.000610825 0.000745445 0.000964375 0.000993956 0.000736708 0.00109653 0.00110673 0.000936049 0.00101287 0.000542476 0.00060232 0.000969716 0.00111521 0.00106398 0.00103396 0.000530441 0.000994612 0.000238982 0.000946891 0.000987261 0.000173304 0.00120541
internal_weight=0 590 2531 2420 186 404 1933 306 216 111 487 431 56 1858 1689 80 410 174 126 112 1609 434 358 95 169 98 133 113 75 76
internal_count=3121 590 2531 2420 186 404 1933 306 216 111 487 431 56 1858 1689 80 410 174 126 112 1609 434 358 95 169 98 133 113 75 76
is_linear=0
shrinkage=0.00196078


Tree=4397
num_leaves=31
num_cat=0
split_feature=1 1 12 0 4 0 16 2 0 150 2 14 4 49 4 1446 15 13 0 4 0 43 0 2 42 132 131 15 3 42
split_gain=1.57717 0.369363 0.291993 0.158718 0.113211 0.136025 0.176061 0.11865 0.118383 0.113087 0.110281 0.120644 0.11039 0.101502 0.0924971 0.0919196 0.102127 0.121794 0.104265 0.19534 0.176838 0.113909 0.0849828 0.138489 0.0992684 0.114225 0.135277 0.0891706 0.130992 0.128402
threshold=0.10293500000000001 0.13210500000000003 0.085055000000000006 0.22582000000000002 -0.111605 -0.10474999999999998 -0.27167499999999994 0.25063000000000007 -0.082084999999999977 0.083250000000000005 0.10188000000000001 0.062655000000000016 0.27044500000000005 0.13984500000000002 0.41257000000000005 0.11581000000000001 -0.15914499999999995 -0.013304999999999999 -0.11173999999999999 0.0033150000000000007 -0.14832499999999996 -0.008069999999999999 -0.079119999999999982 -0.0050599999999999994 0.086730000000000015 0.0041800000000000006 0.098515000000000005 -0.099734999999999976 -0.012939999999999998 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 -3 6 -6 8 -7 14 11 12 15 -12 -4 16 17 -1 19 20 -18 -21 24 -24 25 27 -27 -20 29 -29
right_child=1 4 9 -5 5 7 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 18 -19 22 21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.022002310629772107 0.0061777532833498273 0.0097000755295157445 0.012829534774112285 0.0033220869799455012 0.0019122956997307484 -0.0039321865367431506 0.013242701425527534 -0.0048796704621054234 0.0039200561861738002 0.0044382102516702503 0.01094028220512136 0.016040323205593534 0.0051470203663815158 0.004468607315077232 0.0066824135948614838 0.018850872819755407 0.0090746702130836184 0.01218134045442899 0.009422054119215954 0.0083427939319032415 -0.0024908754602074624 0.017585739990075431 0.0035414967564461027 0.011504603204598078 0.011467975417745848 0.021267323711937347 0.011218496270122983 0.012680050839590088 0.021327388919889931 0.017566956518912467
leaf_weight=23 298 25 157 21 32 24 24 28 96 23 357 85 22 26 29 21 39 28 63 24 20 30 23 433 427 37 21 606 20 59
leaf_count=23 298 25 157 21 32 24 24 28 96 23 357 85 22 26 29 21 39 28 63 24 20 30 23 433 427 37 21 606 20 59
internal_value=0 0.00668195 0.00818753 0.0119774 0.00334866 0.0025703 0.00676818 0.000981906 0.00234961 0.0110531 0.0120543 0.0123546 0.0121894 0.010501 0.0118711 0.0122721 0.0121975 0.0166104 0.0120726 0.0091318 0.00515415 0.0134778 0.0122694 0.011103 0.0127007 0.0133538 0.017629 0.0130223 0.0133534 0.0131136
internal_weight=0 736 507 2385 229 204 56 148 120 209 2364 1981 1896 383 186 1874 1853 51 1802 113 59 54 1689 456 1233 806 58 748 685 665
internal_count=3121 736 507 2385 229 204 56 148 120 209 2364 1981 1896 383 186 1874 1853 51 1802 113 59 54 1689 456 1233 806 58 748 685 665
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 4 4 2 0 49 1 4 150 1 12 4 4 4 147 47 157 1 0 0 3 4
split_gain=72.4738 10.8166 6.95663 6.03591 4.09629 3.20302 2.10319 1.96405 1.93907 1.6775 1.52613 1.52333 1.29162 1.63394 1.05222 0.997753 0.763274 0.752118 0.6874 0.91349 0.677117 0.63682 0.673991 0.549985 0.54963 0.514449 0.575512 0.441683 0.513415 0.406781
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.27834500000000006 -0.111605 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0067750000000000006 1.0000000180025095e-35 0.15799000000000005 0.09141500000000001 -0.52556499999999995 0.053180000000000012 0.40945500000000007 1.0000000180025095e-35 0.090100000000000013 -0.07928499999999998 0.076935000000000017 -0.030209999999999997 -0.076899999999999982 -0.10831999999999999 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 23 6 12 10 -5 -6 -4 16 13 14 -1 18 20 -9 19 -14 25 22 -12 -3 -20 26 -7 -21 -29 -2
right_child=1 2 7 8 9 11 -8 17 -10 -11 21 -13 15 -15 -16 -17 -18 -19 24 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014869515027434827 0.0015808248449774348 0.00069131662872366653 0.00102753944681715 0.0013974406036753487 0.0013794340974534565 0.0014717033629091469 0.0018751905590941662 0.00030488260909339467 0.00081640524598962599 0.00083628113475153407 0.00078054187473228427 0.0010143800850179081 0.0020115318660642589 0.0017399454183605206 0.0011051964913220966 0.0013641133717279515 0.0011078949629335232 -0.00016979961851689996 0.0011953857811698282 0.0015993329579499832 0.001305392763984816 0.00040454029282543919 0.00036021112638680059 0.00096544605844161083 0.0015203627291549987 0.001615304779238806 0.0011696303612878677 0.0011913120130711166 0.0015486398096537697 0.0012702722638066298
leaf_weight=46 50 191 22 34 69 181 76 33 63 32 44 41 20 35 70 96 30 21 21 1012 116 132 22 33 424 81 28 22 52 24
leaf_count=46 50 191 22 34 69 181 76 33 63 32 44 41 20 35 70 96 30 21 21 1012 116 132 22 33 424 81 28 22 52 24
internal_value=0 0.000772868 0.000685496 0.0014994 0.000879517 0.00151918 0.00155569 0.000455361 0.00102007 0.00120735 0.000537608 0.00137572 0.00154218 0.00136862 0.00125658 0.0015581 0.0014097 0.000120284 0.0015701 0.00159629 0.001432 0.000483171 0.000640432 0.000731702 0.00150503 0.00148265 0.00143123 0.00158864 0.00144241 0.00148011
internal_weight=0 673 599 2448 325 2351 1874 274 97 101 220 477 1798 151 116 1647 436 54 1551 1106 406 198 66 224 445 290 209 1086 74 74
internal_count=3121 673 599 2448 325 2351 1874 274 97 101 220 477 1798 151 116 1647 436 54 1551 1106 406 198 66 224 445 290 209 1086 74 74
is_linear=0
shrinkage=0.00196078


Tree=4399
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 4 4 1 3 2 123 15 52 1 2 1 1 160 47 14 12 0 51 1 4 4
split_gain=29.3898 4.86494 3.0492 2.59723 1.6334 1.60965 1.03972 1.01359 0.836642 0.834384 0.810442 0.799339 0.636215 0.613425 0.503165 0.371181 0.362971 0.375626 0.394253 0.342498 0.333587 0.315418 0.273114 0.317014 0.240898 0.237121 0.236009 0.31661 0.209178 0.19894
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.17025000000000004 0.27834500000000006 0.42051500000000003 0.40473500000000007 0.092845000000000025 0.30112000000000005 0.089885000000000007 0.088205000000000019 -0.040439999999999997 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.15799000000000005 0.090740000000000015 -1.0000000180025095e-35 0.090100000000000013 -0.23083499999999998 0.096990000000000007 -0.026509999999999995 -0.085989999999999997 0.11669000000000002 -0.0070899999999999991 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 6 8 9 13 12 28 -5 14 20 15 -4 -15 24 -19 -9 -1 -11 23 -3 -18 -7 -25 -28 -6 -2
right_child=1 2 7 11 10 25 -8 19 -10 21 -12 -13 -14 16 -16 -17 17 18 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0010735441598044631 0.0010885888603706835 0.00068145592586844005 0.00087417411210100634 0.00092424826531670493 0.0010952067071570357 0.00082425990112046182 0.0012513583872978593 0.00023177375500126388 0.00064863151208283424 0.00044646265816089569 0.00057047436692250037 0.0005554045941252476 0.00029242282666363357 0.0011672224334750717 0.00036395114694731131 0.00055067492451737912 0.0010203871828065637 0.00062486565673521293 0.00095165809003554063 -8.8549920563854755e-05 0.0009922816394162808 0.00022629374550902235 0.00070109769619782175 0.00028188551374364133 0.00094629562825745181 0.00054766940357525967 0.00054410257760216204 0.00030854436485725813 0.00086996202134756071 0.00086424886679448999
leaf_weight=1097 55 33 30 37 23 22 84 33 22 36 33 58 30 43 20 25 484 22 40 21 236 82 32 22 259 26 117 27 51 21
leaf_count=1097 55 33 30 37 23 22 84 33 22 36 33 58 30 43 20 25 484 22 40 21 236 82 32 22 259 26 117 27 51 21
internal_value=0 0.000558585 0.000500749 0.00101687 0.000625736 0.0010298 0.00103726 0.000348237 0.00102909 0.000406603 0.000826014 0.000699059 0.000533751 0.00103293 0.000630282 0.000727129 0.0009917 0.000982325 0.000835699 0.000107203 0.00105916 0.000293464 0.000532967 0.000505931 0.00099456 0.00067444 0.000471037 0.000499935 0.000939971 0.0010266
internal_weight=0 691 615 2430 338 2335 2287 277 2203 223 107 95 105 2181 75 55 848 805 62 54 1333 118 231 199 743 48 166 144 74 76
internal_count=3121 691 615 2430 338 2335 2287 277 2203 223 107 95 105 2181 75 55 848 805 62 54 1333 118 231 199 743 48 166 144 74 76
is_linear=0
shrinkage=0.00196078


Tree=4400
num_leaves=31
num_cat=0
split_feature=1 52 3 44 2 2 51 2 15 41 15 0 15 0 43 4 3 43 16 1 160 160 3 13 0 150 42 160 2 1
split_gain=1.7632 0.400989 0.265508 0.163032 0.177114 0.267043 0.150299 0.147544 0.138582 0.150282 0.136055 0.210855 0.209003 0.151527 0.240652 0.285523 0.196781 0.177964 0.185342 0.165606 0.160779 0.155905 0.135423 0.156486 0.133723 0.131752 0.125446 0.11714 0.116979 0.116505
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 0.087770000000000015 0.10855000000000002 -1.0000000180025095e-35 -0.086719999999999978 0.13404500000000005 0.040760000000000005 0.075585000000000013 -0.11033999999999998 -0.10607499999999999 -0.0072999999999999992 -0.07929499999999999 -0.20207499999999998 -0.42529999999999996 -0.096099999999999977 -0.081154999999999991 0.0073350000000000004 0.080270000000000022 0.060610000000000004 0.10455000000000002 -0.13309499999999996 -0.0082249999999999979 -0.13843999999999998 0.10980500000000001 0.10755000000000002 -0.085834999999999981 0.08839000000000001 0.15964000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 22 -6 8 10 -10 -1 12 25 17 -15 27 19 20 -19 -17 -13 28 -3 -24 -7 -12 -8 -16 -22 -4
right_child=1 2 29 -5 6 24 26 -9 9 -11 11 13 -14 14 15 16 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014351674871730669 0.013148269977330441 0.011109671003829974 0.0032733690297042832 0.015927404407411815 -0.0026923654678588111 0.006478474429729055 0.0067817333431224557 0.0071791429153396473 0.013319532610669111 0.019491989588614825 0.011705061117956779 0.013465117646745482 -0.00099949441931169981 -0.0002096992451697588 0.022371663711965084 0.008453870325216226 0.010806572687897394 0.012155062095727772 0.0041299996333140311 -0.0024694509338587523 0.017215953897684814 0.013011293167558811 0.0052856143495614918 -0.0048673117323778572 0.013195089608970506 0.0028627788140015171 0.0008348409964872355 0.013836134948182805 0.027782950753515417 -0.0049651119059750011
leaf_weight=207 93 26 94 20 24 41 183 49 1040 41 72 241 23 20 20 35 183 225 33 23 20 27 63 20 107 22 44 82 22 21
leaf_count=207 93 26 94 20 24 41 183 49 1040 41 72 241 23 20 20 35 183 225 33 23 20 27 63 20 107 22 44 82 22 21
internal_value=0 0.00701078 0.00612308 0.00707143 0.00672276 0.00856806 0.00483336 0.0126098 0.0127237 0.0135536 0.0120089 0.0115462 0.00754493 0.012049 0.0104531 0.0110749 0.00919789 0.0130689 0.0111286 0.00412221 0.0146837 0.0189398 0.00481192 0.00283913 0.0113344 0.00963559 0.00562903 0.0155098 0.022751 0.00176895
internal_weight=0 736 643 528 508 257 251 2385 2336 1081 1255 1048 117 931 363 343 241 568 258 58 310 69 109 83 148 94 227 102 42 115
internal_count=3121 736 643 528 508 257 251 2385 2336 1081 1255 1048 117 931 363 343 241 568 258 58 310 69 109 83 148 94 227 102 42 115
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=31
num_cat=0
split_feature=1 1 3 4 12 12 39 2 3 2 376 13 133 49 40 49 3 14 52 4 15 457 48 157 51 0 48 1447 0 147
split_gain=1.4512 0.312482 0.195044 0.182155 0.198992 0.158697 0.13892 0.130472 0.138381 0.11261 0.105949 0.091258 0.163243 0.11747 0.0911687 0.0904241 0.0946127 0.0881699 0.0863727 0.0938147 0.0888546 0.0859812 0.085272 0.0848075 0.125279 0.0961008 0.140082 0.187777 0.155103 0.130411
threshold=0.11690500000000002 0.094385000000000011 0.30112000000000005 -0.021294999999999998 -1.0000000180025095e-35 -0.42850999999999995 0.088025000000000006 0.15109000000000003 0.11296500000000002 0.099515000000000006 0.083960000000000021 -0.093219999999999983 -0.040449999999999993 0.14233500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24190499999999995 0.062655000000000016 0.090245000000000006 0.42642000000000008 -0.17952999999999997 0.045365000000000009 -0.065739999999999979 -0.48214999999999997 0.13995500000000002 -0.07403499999999999 0.091150000000000023 -0.065079999999999985 -0.057069999999999989 0.089365000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 -3 -4 11 8 17 10 14 -2 -13 -14 -5 -6 -17 23 19 20 -11 -22 -23 -1 25 29 27 -27 -28 -25
right_child=2 3 5 9 15 -7 -8 -9 -10 18 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.01802294482011348 0.0018230803861198101 0.0035851926302477239 0.0062292034902116829 0.01675062349997461 0.01689594667952727 -0.0021589745484195204 0.003384385930610623 0.0036694263507212909 0.0038747440350403932 -0.002339445995166898 0.0028871543785845416 0.00043924760539084675 0.011803943679020134 0.0036698258280838756 0.009366689394593385 0.016191353754425843 0.010047856923189408 0.014848498026618646 0.011586180879649792 0.010172888149307776 0.0074021008436477957 0.0068083179493745169 -0.0014447321110750519 0.012054099485040012 0.0055481173414071759 0.019209698563441638 0.010411001790476881 0.010226402850769645 -0.0016300740046426656 0.0051686368982440667
leaf_weight=20 22 31 34 20 34 67 132 21 23 20 21 20 92 22 102 31 131 84 22 28 62 21 31 1563 35 25 23 336 20 28
leaf_count=20 22 31 34 20 34 67 132 21 23 20 21 20 92 22 102 31 131 84 22 28 62 21 31 1563 35 25 23 336 20 28
internal_value=0 0.0109742 0.00444594 0.00885364 0.01103 0.000664769 0.00577198 0.0115136 0.0115899 0.00734285 0.00944787 0.00779225 0.00877227 0.0102342 0.0105772 0.0122075 0.0112235 0.0116731 0.00570688 0.00490846 0.00380843 0.004887 0.00188823 0.011543 0.0114791 0.0115832 0.0102059 0.0108485 0.0048105 0.0119329
internal_weight=0 2732 389 554 227 101 288 2178 2157 327 143 156 134 114 122 196 162 2134 184 162 134 114 52 2050 2030 1995 404 361 43 1591
internal_count=3121 2732 389 554 227 101 288 2178 2157 327 143 156 134 114 122 196 162 2134 184 162 134 114 52 2050 2030 1995 404 361 43 1591
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 4 2 1 14 2 4 1 50 2 52 49 49 4 1 457 12 4 0 15 1 16 13 51 1
split_gain=70.0647 11.4546 7.07642 5.15061 4.46631 3.79984 3.02571 2.69098 2.01842 1.97794 1.5081 1.2911 1.44593 0.844495 0.805812 0.672925 0.668753 0.62673 0.599832 0.574442 0.534586 0.784355 0.481801 0.470264 0.46113 0.510845 0.434758 0.378525 0.355202 0.37853
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.40473500000000007 0.13712500000000002 0.092845000000000025 0.062655000000000016 0.089775000000000008 -0.17966999999999997 0.13265500000000002 0.041865000000000006 0.094835000000000017 -0.56176499999999996 -0.054984999999999992 0.088340000000000016 0.41555500000000006 0.085760000000000017 0.080930000000000016 0.086915000000000006 0.033845000000000007 -0.097274999999999986 -0.081924999999999984 0.14699000000000004 -0.059624999999999991 0.049530000000000012 -0.086719999999999978 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 11 7 16 9 14 10 19 -3 28 24 -1 -12 -6 -16 -14 -5 22 -22 -17 -21 25 -4 -24 -25 -13 -30
right_child=1 2 13 5 6 -7 -8 -9 -10 -11 15 12 18 -15 17 20 -18 -19 -20 23 21 -23 26 27 -26 -27 -28 -29 29 -31
leaf_value=0.0016760215121490948 0.0015704337941911321 0.0011600827198235595 0.00049019253010105905 0.0016571865574108754 0.0010707781310467159 0.00073162069909420667 0.00076260978847027868 0.0010726592527515993 0.00094066489369188451 0.0018904444878361183 0.0017607530882192213 0.00054745862479595577 0.00077320700063106208 0.00064582401046565929 0.0010309289128890907 0.00155092351743821 0.0014779879867979735 0.0014627332634785596 0.00039470821689035183 0.0013751339943670977 0.0010581071013767345 0.0015648242965886862 0.0015116855413204364 0.001611765037838272 3.3788311674131771e-05 0.00016688399324075437 0.0013190131040243605 0.0014056009381732705 0.00089684236927065032 0.00073426263431455169
leaf_weight=28 76 28 42 883 20 20 45 38 64 86 43 20 22 30 24 553 69 28 60 43 24 23 115 346 24 34 74 38 117 104
leaf_count=28 76 28 42 883 20 20 45 38 64 86 43 20 22 30 24 553 69 28 60 43 24 23 115 346 24 34 74 38 117 104
internal_value=0 0.000852291 0.000763545 0.00155989 0.000872438 0.00158254 0.00117697 0.00159005 0.00120021 0.00159888 0.00158717 0.000756178 0.000721164 0.000357291 0.00140784 0.00152189 0.00138648 0.00126344 0.000496257 0.00162863 0.00150887 0.00130608 0.00152171 0.00156959 0.000270731 0.000345555 0.00143625 0.00159136 0.000797689 0.000820334
internal_weight=0 691 615 2430 485 2286 134 2266 144 2228 2142 351 323 130 80 832 89 52 82 1310 789 47 742 427 100 76 189 384 241 221
internal_count=3121 691 615 2430 485 2286 134 2266 144 2228 2142 351 323 130 80 832 89 52 82 1310 789 47 742 427 100 76 189 384 241 221
is_linear=0
shrinkage=0.00196078


Tree=4403
num_leaves=31
num_cat=0
split_feature=1 1 12 4 4 2 4 49 0 15 16 45 124 15 4 3 2 3 11 1446 1447 0 52 2 42 0 133 52 130 1455
split_gain=1.45002 0.324435 0.235762 0.13413 0.129719 0.1168 0.11507 0.107281 0.155197 0.152492 0.133993 0.104621 0.11844 0.104619 0.0945689 0.242472 0.103772 0.127463 0.136721 0.119017 0.109659 0.141853 0.132651 0.343865 0.105274 0.10118 0.100208 0.0947119 0.0918941 0.0903233
threshold=0.10337500000000001 0.13707500000000003 0.085055000000000006 0.40124500000000002 0.26790000000000008 0.15109000000000003 -0.17966999999999997 -1.0000000180025095e-35 -0.040504999999999992 -0.41396999999999995 -0.27167499999999994 0.081955000000000014 -0.076779999999999987 -0.43375999999999998 -0.082249999999999976 0.092670000000000016 0.10855000000000002 -0.20241999999999996 0.085630000000000026 0.088360000000000008 -0.085684999999999997 -0.087319999999999995 -0.0080349999999999987 0.084855000000000014 0.086135000000000003 -0.038659999999999993 0.099660000000000012 0.10160000000000001 -0.076894999999999977 -0.24112999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -4 11 -2 -3 10 -10 -9 12 -1 -6 16 25 17 -14 19 20 -19 24 23 -23 -22 26 29 -24 -8 -16
right_child=1 7 4 -5 13 -7 28 8 9 -11 -12 -13 14 -15 15 -17 -18 18 -20 -21 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0078961155199435331 0.011829261826993578 -0.0029197777501277387 0.011418769332905946 0.0036338907645337964 0.011053490674211866 0.0040532334485933897 -0.00083973551492976114 0.0031800974899417033 0.004575125281699002 -0.0057838873661778594 0.011770383147328783 0.017852516103616486 0.0200911533087492 0.0018506868369877342 0.017607153476112421 0.0033207461017331014 0.006826097572398983 0.019489225381295439 0.0045299922302365304 0.0064744340048895942 0.014316834054951525 -0.0024246919190599805 0.012657677345059893 0.012214752604118343 0.021974559782001264 0.0050923722647130496 0.0098166398266176236 0.019456878585994923 0.0057287305582172446 0.011761059842622393
leaf_weight=89 29 31 163 22 21 21 23 46 30 27 30 26 24 30 27 38 29 27 20 27 58 21 298 68 26 25 287 22 288 1248
leaf_count=89 29 31 163 22 21 21 23 46 30 27 30 26 24 30 27 38 29 27 20 27 58 21 298 68 26 25 287 22 288 1248
internal_value=0 0.0062848 0.00744136 0.0114063 0.0100416 0.0114781 0.00580473 0.00237788 0.00361267 -0.000331775 0.006571 0.0115441 0.0114739 0.00564008 0.0116157 0.0112148 0.0126665 0.012953 0.0126509 0.0129478 0.0132839 0.0129441 0.0121754 0.0087605 0.0166871 0.0114038 0.0115048 0.0131251 0.00524296 0.0118849
internal_weight=0 718 554 2403 214 2381 340 164 133 57 76 2360 2334 51 2245 1625 620 591 567 547 520 493 409 89 84 1587 1562 320 311 1275
internal_count=3121 718 554 2403 214 2381 340 164 133 57 76 2360 2334 51 2245 1625 620 591 567 547 520 493 409 89 84 1587 1562 320 311 1275
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=31
num_cat=0
split_feature=1 1 457 132 4 10 34 2 10 0 12 123 3 472 456 2 4 15 4 16 16 4 160 52 0 0 52 1453 16 1
split_gain=1.19811 0.275681 0.211595 0.177198 0.172164 0.147636 0.132423 0.147232 0.189283 0.130239 0.136551 0.124995 0.101011 0.159182 0.117098 0.107523 0.0993448 0.144832 0.154267 0.109196 0.0992931 0.172474 0.207288 0.219476 0.166136 0.16334 0.123111 0.11738 0.102837 0.132683
threshold=0.11829500000000003 0.095950000000000021 0.079590000000000008 0.078465000000000021 0.26790000000000008 -0.005834999999999999 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -0.019414999999999998 -0.088589999999999988 0.084475000000000008 -0.11171999999999999 -1.0000000180025095e-35 0.060100000000000008 -0.0091949999999999983 -0.04890499999999999 -0.41942499999999994 0.51164000000000009 0.023255000000000001 0.0057500000000000008 -0.46376499999999993 -0.061284999999999992 -0.037344999999999996 0.062580000000000011 -0.0058249999999999994 -0.13993999999999998 -0.044999999999999991 0.19444000000000003 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 12 9 -7 8 -8 10 -2 -6 13 -3 15 -14 -9 18 -18 -19 24 28 23 -23 26 27 -1 -24 -22 -30
right_child=5 2 -4 -5 11 6 7 16 -10 -11 -12 -13 14 -15 -16 -17 17 19 -20 -21 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.015219409135170281 0.0086354556154798392 0.0085600894204724363 0.0033998469807391472 0.0021349947245137115 0.0074783865073186464 -0.0027846799963819131 0.011395544774722363 0.0093605004519654016 0.0017673324665118909 -0.0065709219398823659 -0.0015354778455344566 -0.0015785528859123589 0.0019359435786360077 0.017814433463372109 0.016240503517505916 0.0094440033775054673 0.012147738795297651 0.0023095429958110408 0.0020390610198470923 -0.0056389043815433977 0.018024767826086488 -0.0033676451072096828 0.0043631689477479085 0.0074131124725179938 0.0028267709683859723 0.00072300008498132234 0.010715329816126502 0.010789875073590333 0.0046131696382706823 0.014470488835488344
leaf_weight=63 22 34 88 37 64 21 69 26 29 22 33 20 21 41 23 208 26 56 36 25 29 28 32 58 26 20 1652 254 22 36
leaf_count=63 22 34 88 37 64 21 69 26 29 22 33 20 21 41 23 208 26 56 36 25 29 28 32 58 26 20 1652 254 22 36
internal_value=0 0.00991828 0.00788284 0.00876342 0.00936014 0.00382136 0.00486128 0.00546265 0.00854638 -6.81952e-05 0.0025329 0.00532197 0.0103975 0.0136191 0.00943865 0.00875549 0.00367445 0.00264062 0.00627818 -0.000143682 0.0104097 0.0091347 0.00824076 0.0039031 0.0107605 0.00945984 0.0108808 0.0100708 0.0131626 0.0107315
internal_weight=0 2756 536 448 411 365 288 267 98 77 55 84 327 75 252 229 169 143 62 81 2220 479 392 86 1741 306 1715 286 87 58
internal_count=3121 2756 536 448 411 365 288 267 98 77 55 84 327 75 252 229 169 143 62 81 2220 479 392 86 1741 306 1715 286 87 58
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=31
num_cat=0
split_feature=1 46 12 2 2 4 52 16 12 51 1 484 2 448 133 16 123 47 156 12 131 133 2 41 15 39 0 16 13 43
split_gain=0.970563 0.200027 0.228843 0.192715 0.190175 0.225651 0.185213 0.173955 0.219649 0.167038 0.150099 0.135881 0.226869 0.124529 0.118132 0.105208 0.0990218 0.110367 0.111573 0.090065 0.0899965 0.139352 0.0833889 0.0963105 0.0884458 0.0756983 0.0752757 0.0745374 0.0750059 0.0742144
threshold=0.11453000000000001 0.084955000000000017 0.078300000000000008 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 -0.26636999999999994 -0.0087049999999999992 -0.042789999999999988 0.090230000000000019 0.14860500000000001 0.041405000000000004 0.085855000000000015 -0.051794999999999994 -0.080849999999999991 -0.11118499999999999 0.11135500000000001 0.11926500000000002 0.091710000000000014 0.11734000000000001 0.095715000000000008 0.086085000000000009 -0.080614999999999978 0.088820000000000024 0.13592500000000005 0.093575000000000005 -0.14920999999999998 -0.52595999999999987 -0.080759999999999985 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2 27 -9 11 13 12 -7 -8 -15 -12 17 18 19 20 21 -16 -4 24 26 -23 -24 -5 -29 -28
right_child=6 -3 22 7 5 9 10 8 -10 -11 15 -13 -14 14 16 -17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.0034702034753614241 0.01029928884378112 0.017897533990442752 0.014996018844585008 0.0022317938096821309 0.012881988983770663 0.017296290017889234 -0.0033725489884437552 0.006497518923133612 -0.0061006478424514496 -0.00097231603127015246 0.0024587064019322177 0.0010799866453137087 0.0075006327132086884 0.011036465770135132 -0.00072843807961012674 -0.0058188521768897774 -0.0020160375752020627 0.0091380635122980235 0.010758088873699308 0.0092762778140604487 0.0085100651031825691 0.0094271425242858156 0.013218010949472395 0.002862304047195484 0.0048261020532143969 0.0017963208204421861 0.009740430550875756 0.0042490815209351822 0.011742686808985823 0.0083775844757758965
leaf_weight=70 41 25 26 25 110 29 21 25 31 22 34 23 128 26 104 28 25 44 20 20 20 26 52 23 42 26 1447 22 34 552
leaf_count=70 41 25 26 25 110 29 21 25 31 22 34 23 128 26 104 28 25 44 20 20 20 26 52 23 42 26 1447 22 34 552
internal_value=0 0.00899439 0.00891074 0.00702678 0.00818077 0.00923763 0.00390271 0.00380908 -0.000476466 0.00725308 0.00323708 0.00825841 0.00931002 0.00408054 0.0045838 -0.00127955 0.00399514 0.00457314 0.00364325 0.00291724 0.00219462 0.00138495 0.00936722 0.00929806 0.00936878 0.00561173 0.00946181 0.00677193 0.00879877 0.0093641
internal_weight=0 2686 2661 519 382 312 435 137 56 202 394 180 157 332 311 62 285 260 216 196 176 156 2142 2116 2093 52 2051 81 56 1999
internal_count=3121 2686 2661 519 382 312 435 137 56 202 394 180 157 332 311 62 285 260 216 196 176 156 2142 2116 2093 52 2051 81 56 1999
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=31
num_cat=0
split_feature=4 3 9 149 44 4 3 49 15 0 10 160 51 42 16 159 1447 15 0 2 3 3 51 41 52 484 16 133 13 52
split_gain=0.806284 0.283752 0.226431 0.19678 0.160345 0.158155 0.173009 0.226693 0.237374 0.167085 0.152702 0.150373 0.127393 0.124072 0.110891 0.108207 0.124394 0.103475 0.0941173 0.0880727 0.0939792 0.230141 0.126802 0.131448 0.121088 0.0917786 0.106097 0.097818 0.144964 0.13713
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 -0.073934999999999987 0.092670000000000016 -0.054319999999999993 -0.016799999999999995 -0.036484999999999997 -0.079859999999999987 0.079055000000000014 -0.20636999999999997 0.11688500000000002 -0.50992999999999988 -0.085489999999999997 -0.085804999999999979 -0.089549999999999991 -0.057069999999999989 0.11474000000000002 -0.14186499999999996 -0.116045 -0.047599999999999996 0.079300000000000009 -0.013374999999999998 0.027540000000000002 -0.013024999999999998 -0.071719999999999992 -0.089109999999999981 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 10 5 12 9 -8 -9 13 -2 -1 -4 14 -7 -14 -17 -3 -15 20 22 -22 -18 24 -24 27 -27 -23 29 -29
right_child=3 17 4 -5 -6 6 7 8 -10 -11 -12 -13 15 18 -16 16 19 -19 -20 -21 21 25 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0031379755192982224 -0.0036155242323636632 0.007918544199007253 0.016522410204229149 0.01099110753774377 0.014772026829029384 0.01308421096764505 0.010582443400325367 0.0055418574843894355 -0.0093219526644263955 0.001661210569964592 0.0030562274747021629 0.0081331912649329745 0.014100123350508512 0.0017009037027422053 0.0080354217837156922 0.0021007166416556751 0.0071046232744993183 -0.00035403994444533493 0.0097729613049887115 0.0028656556969508529 -0.0011149112904525321 0.010533065055767725 0.012371406263361376 0.0080962878598186839 0.021695281035051899 0.018319239841631235 0.0095930633086122978 -0.0030452761545099998 0.0085227053701793353 0.0076820033387495924
leaf_weight=29 39 21 23 28 38 45 23 22 21 43 285 20 40 52 1308 27 40 54 20 23 23 215 30 26 26 22 38 22 492 26
leaf_count=29 39 21 23 28 38 45 23 22 21 43 285 20 40 52 1308 27 40 54 20 23 23 215 30 26 26 22 38 22 492 26
internal_value=0 0.00802932 0.00819822 0.00294821 0.008323 0.008229 0.00757759 0.00256903 -0.00171721 0.00780277 0.00225315 0.0014625 0.00916029 0.00798809 0.00820334 0.00899902 0.008797 0.00196228 0.00394314 0.00898093 0.00912744 0.00874992 0.0117206 0.0139722 0.0167003 0.00902831 0.0127927 0.00872916 0.00801094 0.00276533
internal_weight=0 2769 2694 352 2645 2607 1534 66 43 1468 324 49 1073 1425 1353 1050 1010 75 72 983 960 838 122 82 56 815 60 755 540 48
internal_count=3121 2769 2694 352 2645 2607 1534 66 43 1468 324 49 1073 1425 1353 1050 1010 75 72 983 960 838 122 82 56 815 60 755 540 48
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=31
num_cat=0
split_feature=1 2 1 1456 11 1 16 2 2 52 3 457 4 1 3 2 1429 1454 475 43 13 1375 1446 156 16 52 15 51 483 1201
split_gain=0.665542 0.190413 0.165824 0.131436 0.132609 0.0975399 0.0969615 0.0955944 0.0896224 0.099087 0.0926279 0.097579 0.0908884 0.0833061 0.0789425 0.0872517 0.108464 0.110277 0.0882338 0.215731 0.22474 0.0885122 0.079633 0.0882504 0.0939631 0.135522 0.108487 0.130639 0.0984314 0.0856748
threshold=0.12000500000000001 0.15609500000000001 0.090740000000000015 -0.00059999999999999995 0.083010000000000014 0.16773500000000005 0.51524500000000006 0.10402500000000002 0.10252500000000002 0.090245000000000006 -0.017889999999999996 0.098180000000000003 -0.14098499999999997 0.10538500000000002 0.10732000000000001 0.08647500000000001 0.084770000000000012 0.090210000000000026 -0.085684999999999997 -0.085474999999999982 -0.074044999999999986 -0.14438999999999999 0.11483500000000001 -0.031569999999999994 -0.008069999999999999 -0.087769999999999987 -0.076244999999999993 -0.087719999999999979 -0.08155999999999998 -0.064749999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -4 6 -2 8 -6 12 10 -10 13 -5 -12 15 16 17 -1 19 -17 -21 -20 23 -23 25 -25 27 -26 -27 -30
right_child=5 -3 3 4 7 -7 -8 -9 9 -11 11 -13 -14 -15 -16 18 -18 -19 21 20 -22 22 -24 24 26 28 -28 -29 29 -31
leaf_value=0.0091486631028449093 0.0029570676085491996 -0.0020503637719560754 0.010734781290785495 0.00024833220855465958 0.014426542455718542 -0.0037916341391594516 0.01143000650462573 0.007288852394937516 -0.0021532264047939525 0.0087196601796205395 8.4345503549637473e-05 -0.0024785738873659919 0.0061743494773078347 0.0063302195056077135 0.0020640841859858486 0.016932759244809859 0.0017860691825097256 0.002252557295529793 0.00049996073823422194 0.0016946689012859548 0.01459297328679399 0.011271338537550982 0.0012521350586956199 0.013704902807099595 0.014207020205926272 0.013286108225916646 0.0049757793937838081 0.0058441927517823723 0.00094672713783525294 0.0074433922218878779
leaf_weight=686 311 22 55 28 24 23 23 86 38 27 29 23 342 81 24 32 22 24 20 35 22 54 22 37 31 28 296 47 21 608
leaf_count=686 311 22 55 28 24 23 23 86 38 27 29 23 342 81 24 32 22 24 20 35 22 54 22 37 31 28 296 47 21 608
internal_value=0 0.00721615 0.00728988 0.00602746 0.00565812 0.00249234 0.00506475 0.00884617 0.004807 0.00308987 0.00220096 0.00344501 0.00572589 0.00468358 0.00776494 0.00783387 0.00870128 0.00891556 0.00732712 0.0103619 0.00667296 0.00709509 0.00721039 0.00732721 0.00712779 0.00781636 0.00585007 0.00916788 0.00748474 0.00722649
internal_weight=0 2787 2765 756 701 334 591 110 568 198 171 133 370 110 2009 1985 732 710 1253 89 57 1164 1144 1122 1068 694 374 78 657 629
internal_count=3121 2787 2765 756 701 334 591 110 568 198 171 133 370 110 2009 1985 732 710 1253 89 57 1164 1144 1122 1068 694 374 78 657 629
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=31
num_cat=0
split_feature=4 3 2 149 2 106 44 457 39 13 4 483 401 15 4 484 484 402 1186 394 393 48 13 3 42 0 49 2 3 3
split_gain=0.554571 0.201512 0.166627 0.160784 0.120201 0.111898 0.121202 0.0987767 0.0955755 0.143422 0.0812051 0.134842 0.111903 0.264022 0.137941 0.0932319 0.0974784 0.174234 0.0910879 0.229725 0.0900833 0.0813921 0.0832962 0.190108 0.132049 0.190369 0.118727 0.114325 0.112991 0.106461
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 0.25063000000000007 0.085655000000000009 0.081805000000000017 0.31508000000000008 0.10076500000000001 0.27020000000000005 -0.082769999999999982 0.086010000000000017 0.080190000000000011 0.085035000000000013 -0.51843499999999987 0.085595000000000018 -0.081614999999999979 0.089940000000000006 0.060550000000000007 -0.087649999999999992 0.10159000000000001 -0.089814999999999992 -0.0093149999999999986 -0.10115999999999999 -0.078304999999999986 -0.087794999999999998 0.12595000000000003 0.11704500000000001 0.092670000000000016 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 8 9 10 11 12 14 -14 -1 16 -16 -18 20 -20 21 -12 23 -23 25 -25 27 28 29 -24
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 -11 18 -13 13 -15 15 -17 17 -19 19 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.013866842191459406 0.0021924293389164579 0.0014020535527185228 -0.0018179716258917167 0.0095710114758860848 -0.0054637434384362266 0.0007571045597996413 0.012483447909078285 0.00046401081420481202 0.0026174221276219385 0.013226062330816475 0.011477028019726276 0.015111653023632245 -0.0046453238503697016 0.0097697647529895668 0.0037102481041354344 0.0021480104825910059 0.007852961804766077 0.017407829160802066 0.0099554329179227363 -0.0029027422851261994 0.012005462432280184 -0.00060938119696562782 0.0047870056484832918 0.0068815368283861164 0.0067654760512482247 0.019563366575166583 -0.0021825112712879975 0.011362673625755576 -0.0019104840064590627 0.010013516067216795
leaf_weight=36 302 75 23 28 22 31 37 25 54 35 32 24 24 27 52 31 417 20 24 33 30 34 291 29 1246 20 21 31 22 45
leaf_count=36 302 75 23 28 22 31 37 25 54 35 32 24 24 27 52 31 417 20 24 33 30 34 291 29 1246 20 21 31 22 45
internal_value=0 0.00651483 0.00665717 0.00230085 0.00167257 0.00673015 0.00680029 0.0067195 0.00678017 0.00686923 0.00677984 0.00775998 0.0074693 0.00298619 0.00788052 0.00746608 0.00780322 0.00829026 0.00644697 0.00251123 0.00657153 0.00647948 0.00638752 0.00677193 0.00696573 0.0120578 0.00514148 0.00553686 0.00503239 0.00548698
internal_weight=0 2769 2694 352 324 2671 2640 2603 2578 2524 2489 631 607 51 556 520 489 437 1858 57 1801 1771 1739 1329 1295 49 410 389 358 336
internal_count=3121 2769 2694 352 324 2671 2640 2603 2578 2524 2489 631 607 51 556 520 489 437 1858 57 1801 1771 1739 1329 1295 49 410 389 358 336
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=31
num_cat=0
split_feature=1 2 1 1186 1375 133 402 12 34 13 13 0 0 403 9 4 13 40 14 2 4 48 3 2 1209 42 0 4 2 2
split_gain=0.450713 0.131805 0.113342 0.104048 0.0991683 0.106146 0.113118 0.107357 0.082649 0.093026 0.0798743 0.078237 0.112423 0.0759832 0.074262 0.0823139 0.160733 0.281922 0.0859509 0.100108 0.0812362 0.0722658 0.0637362 0.0754465 0.140112 0.13248 0.193206 0.133501 0.124651 0.143914
threshold=0.12000500000000001 0.15361500000000003 0.090540000000000023 0.060550000000000007 -0.097394999999999982 0.087035000000000015 -0.048204999999999991 -0.089199999999999988 -1.0000000180025095e-35 -0.088854999999999976 -0.092534999999999992 -0.26343999999999995 -0.18901999999999997 -0.072624999999999981 0.099965000000000012 0.50822500000000004 -0.117405 -1.0000000180025095e-35 -0.18536 0.116525 -0.04890499999999999 0.091035000000000019 0.10732000000000001 0.084145000000000011 -0.084629999999999997 0.088295000000000012 -0.087414999999999979 -0.076229999999999978 0.083935000000000023 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 -4 8 13 -8 -6 10 -10 -11 -13 -7 15 18 -17 -18 -2 -20 -21 -14 23 24 -1 28 27 -27 29 -26
right_child=14 -3 3 -5 5 6 7 -9 9 11 -12 12 21 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.015560460241422767 0.0096740908033791043 -0.0012350914211800466 -0.0015411684712903068 -0.0022368876071413978 0.010697262097065422 0.0096644806418696369 0.0045596504266458482 -0.0029856453908988362 0.0041937350903262765 0.0015185608134796733 -0.0028992490307427946 0.011933533263592316 0.0055662254152043138 0.0016524445638060568 -0.0026165156703427785 0.005598732238369329 0.0019955159590016448 -0.011720835269712238 0.0059402004122282104 0.0053343354924436431 -0.00062727701850235468 0.010049761137925089 0.0011916360895459853 0.0060671431539551027 0.0081105020808087177 0.013704370127414309 -0.0020157612461064543 0.0026764139087627763 0.013835294211885946 -0.0003415445064258
leaf_weight=21 21 26 22 20 33 29 33 44 77 34 20 35 355 20 32 35 43 23 68 32 80 40 24 1580 239 21 35 23 34 22
leaf_count=21 21 26 22 20 33 29 33 44 77 34 20 35 355 20 32 35 43 23 68 32 80 40 24 1580 239 21 35 23 34 22
internal_value=0 0.00585162 0.00591835 0.00488061 0.00507245 0.00527454 0.00263825 0.000248053 0.00583375 0.00554766 0.00273126 0.00613643 0.00650157 0.00639426 0.00196426 0.00244963 0.00012063 -0.00278442 0.00361993 0.00291361 0.00107604 0.00602025 0.00631393 0.00637618 0.00761231 0.00716603 0.00352908 0.00793976 0.00813999 0.00739807
internal_weight=0 2787 2761 762 742 720 126 77 594 561 97 464 430 49 334 302 101 66 201 180 112 395 1999 1975 395 374 79 44 295 261
internal_count=3121 2787 2761 762 742 720 126 77 594 561 97 464 430 49 334 302 101 66 201 180 112 395 1999 1975 395 374 79 44 295 261
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=31
num_cat=0
split_feature=4 3 9 123 149 44 48 0 10 48 40 4 3 12 51 42 1446 480 160 14 0 1210 16 0 1 16 43 3 2 391
split_gain=0.366824 0.148545 0.13508 0.142691 0.12823 0.111825 0.104001 0.112884 0.140544 0.135689 0.0962716 0.0900191 0.115689 0.107217 0.0983984 0.093233 0.1268 0.128111 0.0895373 0.0866664 0.0855095 0.0822986 0.0796146 0.0966822 0.139258 0.177222 0.155716 0.136012 0.124313 0.0903587
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.07770500000000001 0.081805000000000017 -0.074214999999999989 -0.10474999999999998 -0.079859999999999987 0.12118000000000002 0.051255000000000002 -0.085594999999999991 0.11296500000000002 0.11903500000000002 -0.20636999999999997 0.09796500000000001 0.085640000000000008 0.086930000000000021 0.084770000000000026 -0.47071999999999997 -0.019414999999999998 -0.080859999999999974 -0.44310499999999992 -0.097024999999999986 0.085605000000000014 -0.0064149999999999997 -0.080884999999999985 -0.078084999999999988 0.089885000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 10 -2 9 -9 -8 11 13 20 14 -4 16 17 18 21 -10 22 -16 -13 24 25 26 -24 -26 -28 -25
right_child=4 -3 5 -5 -6 -7 7 8 19 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 29 27 -27 28 -29 -30 -31
leaf_value=-0.0057799246519359511 -0.0035529657359569312 0.00088887066207826151 0.013826586257200688 0.0050694226408032356 0.0083439375864275325 0.010882774975739029 0.0062442253497217532 -0.0073165333519379303 0.0062264227805038297 -0.0022384812288995209 -3.2534686033613981e-05 0.0081683938313896459 -0.001312675137348749 -0.00051271231845021251 0.0022219974277037625 0.01206341477110982 -0.00076618274906650188 0.014517811611294746 0.00052217718728388715 0.00022703933136654087 0.00014808961350354366 0.0071875101873631348 -0.0036092741769694148 0.011356553979791129 -0.0056344868746236905 0.014167723720449776 0.0092072379112673498 0.002667620767412397 0.0019851048041759482 0.0054137712186842187
leaf_weight=22 39 75 20 27 28 38 88 21 30 24 32 96 27 20 37 30 24 20 25 122 32 341 21 26 24 21 52 111 44 1604
leaf_count=22 39 75 20 27 28 38 88 21 30 24 32 96 27 20 37 30 24 20 25 122 32 341 21 26 24 21 52 111 44 1604
internal_value=0 0.00527858 0.00540079 0.000198287 0.00185136 0.00549717 0.00129027 0.00195303 0.000351701 0.0044265 0.00541867 0.00548641 0.00519006 0.00666607 0.00695495 0.00666683 0.00630465 0.00670583 0.00631814 0.00141113 0.00527651 0.00670147 0.00535861 0.00521686 0.00347519 0.00570905 0.00419082 0.00119169 0.00589709 0.00550856
internal_weight=0 2769 2694 49 352 2645 324 285 173 112 2607 2575 2058 517 497 477 447 423 403 152 2031 378 1999 1903 273 138 117 135 96 1630
internal_count=3121 2769 2694 49 352 2645 324 285 173 112 2607 2575 2058 517 497 477 447 423 403 152 2031 378 1999 1903 273 138 117 135 96 1630
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=31
num_cat=0
split_feature=3 96 4 132 3 16 4 157 52 12 52 51 13 52 150 4 15 15 12 13 15 11 1424 48 160 43 0 4 48 132
split_gain=0.314725 0.179356 0.140693 0.0974132 0.105211 0.0957503 0.115143 0.114174 0.121464 0.111459 0.116134 0.115539 0.0912024 0.0979958 0.0898215 0.100964 0.0841964 0.0824979 0.0765979 0.0927892 0.074267 0.0865681 0.0837906 0.0800614 0.151438 0.0960555 0.107233 0.210908 0.167713 0.0762815
threshold=0.31299000000000005 0.087655000000000025 0.26450500000000005 0.10512500000000001 0.42240500000000009 -0.14771999999999999 0.024790000000000003 -0.029304999999999998 0.12603000000000003 0.080890000000000017 -1.0000000180025095e-35 0.10614000000000001 -0.15714499999999998 0.039215000000000007 0.12083000000000001 0.41816000000000003 -0.10653 -0.46743999999999997 0.087625000000000022 -0.097224999999999992 -0.15914499999999995 0.10334500000000001 1.0000000180025095e-35 0.092475000000000016 -0.40957499999999997 -0.52440999999999993 -0.11173999999999999 -0.031404999999999995 0.081805000000000017 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 9 20 -8 -9 -1 -11 18 -4 14 15 16 -14 -17 -12 -20 -7 22 23 25 -25 -22 27 -27 -29 -26
right_child=3 -3 12 -5 -6 6 7 8 -10 10 11 -13 13 -15 -16 17 -18 -19 19 -21 21 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=0.010645536425665528 -0.00039363050847697039 -0.0038310846636304633 0.0080969963355788169 0.0046688534164180361 -0.0085800959379412241 0.0084102002728241882 -0.0035398864863404574 0.0041559559292003306 -0.0038137244614994247 0.012226683290844614 -0.0017839030176401141 0.011343121973332019 -0.0084808520227670683 0.0049008238607022017 0.0070375506644181551 0.0062818513206777081 -0.00056669286043360462 0.00021578745519811355 0.0099305384144510924 0.0024600644013844431 0.011625337761572818 -0.0016767172468826177 0.010094101994388528 -0.0050912445117275986 0.0048262797810746461 0.0074889032934813519 0.0051738926958239074 -0.0090811914100777363 0.0016942037307531932 -0.00078876311730208075
leaf_weight=59 73 25 28 27 20 61 26 214 21 22 25 20 20 87 21 31 41 81 23 60 22 20 31 21 146 44 1751 20 52 29
leaf_count=59 73 25 28 27 20 61 26 214 21 22 25 20 20 87 21 31 41 81 23 60 22 20 31 21 146 44 1751 20 52 29
internal_value=0 0.00460365 0.0046745 -0.000618983 -0.00215416 0.00490854 0.00473382 0.00274808 0.00344377 0.00696337 0.00551505 0.00436149 0.0026545 0.00211219 0.000861615 0.000111935 -0.0031615 0.00189479 0.0030686 0.0045302 0.00496972 0.00487147 0.00493336 0.00485663 0.00293289 0.00505624 0.00497883 0.00203437 -0.00129896 0.00389579
internal_weight=0 3001 2976 120 93 2667 2458 261 235 209 150 128 309 281 194 173 61 112 108 83 2197 2136 2116 2085 196 1889 1867 116 72 175
internal_count=3121 3001 2976 120 93 2667 2458 261 235 209 150 128 309 281 194 173 61 112 108 83 2197 2136 2116 2085 196 1889 1867 116 72 175
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=31
num_cat=0
split_feature=3 9 160 2 13 44 15 0 0 0 146 147 153 39 40 124 473 42 12 12 128 133 133 48 0 41 41 455 1176 51
split_gain=0.254927 0.156141 0.116476 0.112567 0.105961 0.0940814 0.0901079 0.106958 0.144215 0.0750825 0.0738343 0.100366 0.0737385 0.0758551 0.0859465 0.0823705 0.0700611 0.0663077 0.11966 0.122873 0.102155 0.154757 0.07463 0.0725316 0.0944083 0.088675 0.114171 0.102157 0.0893786 0.0786863
threshold=0.31299000000000005 -1.0000000180025095e-35 0.085045000000000023 0.13404500000000005 -0.079299999999999995 0.081805000000000017 -0.079929999999999987 -0.11013499999999998 -0.14001499999999997 -0.079119999999999982 0.082850000000000021 0.089365000000000014 0.084695000000000006 -1.0000000180025095e-35 -0.08440499999999998 0.08919500000000001 -1.0000000180025095e-35 -0.14609499999999997 0.085250000000000006 0.092995000000000008 0.11170500000000001 -0.11828999999999999 0.088625000000000009 0.092475000000000016 -0.033209999999999996 0.075585000000000013 0.083035000000000012 0.08729000000000002 0.084500000000000006 -0.090529999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 10 7 8 -2 -5 11 12 13 -3 -15 16 -16 18 -18 22 23 -22 -20 25 -25 27 -27 28 29 -19
right_child=6 3 -4 9 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 20 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0028771059137121168 -0.00044571405667210781 0.0093705457409903898 0.005916882744160197 -0.0019261988129739356 -0.0057662612174140494 0.00990096437594583 -0.0049152178908972183 -0.0033033943758213852 0.010140747530385852 0.0029516351359971139 0.0093792768709104642 0.00054177513060942831 -0.0014960606859642127 -3.9004170752758553e-05 0.009897936348958563 -0.0019222332286881285 0.013936705151572824 0.0028283402661333289 0.0056864825558037534 0.01148363823409785 0.0052524407520346964 -0.0063590427479622048 -0.0020344165331196216 0.0034981186807272026 -0.0028932614037050653 0.011982817945347446 0.0045211276717726954 0.01040451918519905 -0.00058251703623682263 0.0047549752163192046
leaf_weight=23 31 31 23 41 37 31 34 33 22 137 29 69 21 43 24 20 20 242 31 22 24 22 21 208 26 37 46 29 35 1709
leaf_count=23 31 31 23 41 37 31 34 33 22 137 29 69 21 43 24 20 20 242 31 22 24 22 21 208 26 37 46 29 35 1709
internal_value=0 0.00414328 -0.000133614 0.00426493 -0.00245297 0.00442324 -0.000557084 0.0011659 0.00394867 0.00182809 0.00436056 0.00430625 0.00440573 0.00445358 0.00439402 0.00446978 0.004521 0.0044688 0.00707375 0.0052189 0.00436583 -0.000300877 0.00256843 0.00445788 0.00278797 0.00464413 0.00784742 0.00451219 0.00442614 0.004516
internal_weight=0 3001 83 2918 60 2740 120 86 53 178 2709 2680 2611 2590 2559 2516 2496 2472 94 74 2378 46 52 2332 234 2098 83 2015 1986 1951
internal_count=3121 3001 83 2918 60 2740 120 86 53 178 2709 2680 2611 2590 2559 2516 2496 2472 94 74 2378 46 52 2332 234 2098 83 2015 1986 1951
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=31
num_cat=0
split_feature=2 4 16 16 12 133 51 4 157 157 3 3 15 1374 42 52 159 14 16 15 149 12 151 149 3 151 50 3 3 49
split_gain=0.217836 0.148278 0.141868 0.0857959 0.0986333 0.0955185 0.0892865 0.0742812 0.119982 0.088732 0.0803436 0.105567 0.0774516 0.0771443 0.161439 0.0726294 0.0986629 0.0736196 0.0911253 0.12279 0.113829 0.0882827 0.070209 0.122246 0.0888745 0.0738419 0.0694776 0.0644886 0.0695234 0.206399
threshold=0.17025000000000004 0.26450500000000005 -0.11118499999999999 -0.14771999999999999 0.080890000000000017 -0.088669999999999985 0.084305000000000019 0.024790000000000003 -0.029304999999999998 0.0036600000000000005 0.20828500000000003 0.12745000000000004 -0.040804999999999994 0.086000000000000007 0.083935000000000023 0.039215000000000007 0.10600500000000002 -0.47013499999999991 -0.42170999999999997 -0.42198999999999992 0.075040000000000009 0.092255000000000018 -0.15340499999999999 0.079625000000000015 -0.087129999999999985 0.005085000000000001 -0.24165499999999998 0.10299500000000002 -0.094874999999999987 -0.026779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 10 -9 12 11 13 -10 22 -15 17 -17 -3 20 -20 21 -19 24 25 -5 26 -24 28 29 -28
right_child=2 15 -4 7 5 6 -8 8 9 -11 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0092714272752465292 0.0028176476868490381 0.0055145477767412866 -0.006200837483629585 0.0055778811812739479 0.010432006991670831 0.0021484650255269053 0.0089212999620940543 -0.0041272357778830661 0.0028643477631855301 -0.0034567586448974912 4.5860751415602864e-06 0.010052061763367263 0.0091284693472764699 0.014757529119960963 0.0025925778900273144 0.0058122115290883056 -0.0015424805334381139 0.0018952335221404883 -0.0068745673288192078 0.00081694049500476802 0.008811453871312552 -0.0054015241551678625 0.0097495295462154217 0.011770073513471289 -0.0024087015098254935 0.00074556532863553774 -0.0071233076776843519 -0.00088648812638388746 0.004314455453775381 0.0033529461983700807
leaf_weight=61 33 30 37 22 23 103 24 27 192 20 50 29 22 20 24 76 24 97 35 51 20 20 21 20 38 71 20 27 1569 315
leaf_count=61 33 30 37 22 23 103 24 27 192 20 50 29 22 20 24 76 24 97 35 51 20 20 21 20 38 71 20 27 1569 315
internal_value=0 0.00369285 -0.00194927 0.00394501 0.00588103 0.00450226 0.00342837 0.00378076 0.00218471 0.00291302 0.00396789 0.00405896 0.00350832 0.00397801 0.0081221 0.00176554 0.00404709 0.000863742 0.000238073 -0.00231332 0.00183968 0.000647925 0.00389131 0.00399033 0.000519712 0.00391341 0.00402864 0.00396642 0.00403524 0.0027275
internal_weight=0 3051 70 2698 211 150 127 2487 261 234 2226 2176 214 2147 44 353 100 253 223 86 137 117 2103 2043 60 2023 1952 1931 1904 335
internal_count=3121 3051 70 2698 211 150 127 2487 261 234 2226 2176 214 2147 44 353 100 253 223 86 137 117 2103 2043 60 2023 1952 1931 1904 335
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 16 4 1 4 1 50 1 47 0 15 3 124 1 1 0 160 3 12 4
split_gain=30.7771 5.12455 2.59095 2.2893 1.77072 1.56294 1.16656 1.12609 0.739358 0.735382 0.709472 0.591391 0.502297 0.475769 0.435775 0.419841 0.384494 0.382689 0.341492 0.308919 0.479355 0.303927 0.258165 0.254907 0.24416 0.240709 0.27452 0.228867 0.269228 0.218707
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.092845000000000025 0.076975000000000002 0.14122000000000004 -0.52595999999999987 0.033845000000000007 0.083345000000000016 -0.15464999999999998 0.122715 0.041865000000000006 0.13436000000000001 0.09550500000000002 -0.11173999999999999 -0.097454999999999986 -0.13927999999999999 -0.081214999999999982 0.13075500000000004 0.12958500000000003 -0.079119999999999982 -0.081069999999999989 -0.10831999999999999 0.095780000000000018 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 22 24 -4 12 11 -7 19 -14 -9 29 -6 -16 -15 20 -1 -13 -3 -5 -8 -21 -27 -23 -29 -2
right_child=1 4 8 23 16 10 7 14 -10 -11 -12 21 13 18 17 -17 -18 -19 -20 25 -22 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011914631874258459 0.0010842478497089974 0.00042781102430759804 0.00094917915911015439 0.00061738802205308588 0.0001420837080325274 0.00067799759350672603 0.00093639481744097592 0.00078491183180435034 0.00059892915638138939 0.0012848501944876848 0.00071884718367723911 0.0011114268007298266 0.0010487978748392826 0.00063661786748912016 0.00051839856023626048 0.00074698219505252674 0.00043188026587765436 0.00026469064549087786 0.00097096667316157084 0.0011047364759466764 0.00084718994269744055 0.00077467926175278775 0.00022224896717542672 0.00037828817812564591 0.00066183762204851597 0.00089052470280124414 0.0010653646793511316 0.0010393859602829516 0.00094273957323389519 0.00090923118647879544
leaf_weight=23 66 46 37 60 75 23 33 20 62 67 41 79 80 24 149 29 23 27 23 1143 48 20 48 24 20 39 301 213 231 47
leaf_count=23 66 46 37 60 75 23 33 20 62 67 41 79 80 24 149 29 23 27 23 1143 48 20 48 24 20 39 301 213 231 47
internal_value=0 0.000565577 0.00104057 0.000805659 0.000442542 0.00105364 0.000508954 0.000579213 0.000729831 0.0010834 0.000967916 0.000985958 0.00107537 0.00095681 0.000510644 0.000957442 0.000210097 0.000479477 0.000800235 0.00108506 0.000958715 0.000999002 0.000322843 0.000549074 0.000832788 0.00109111 0.00104531 0.000979861 0.000989104 0.00101145
internal_weight=0 667 2454 226 441 2355 343 249 99 1748 607 566 1681 127 196 142 98 176 47 1554 71 543 94 84 53 1483 340 464 444 113
internal_count=3121 667 2454 226 441 2355 343 249 99 1748 607 566 1681 127 196 142 98 176 47 1554 71 543 94 84 53 1483 340 464 444 113
is_linear=0
shrinkage=0.00196078


Tree=4415
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 3 47 4 0 47 12 0 52 1 2 0 156 1 159 124 156 3 34 0 4 3
split_gain=38.3557 5.06561 3.72876 3.57254 2.54797 2.45802 1.38798 1.37512 1.26903 0.985479 0.96362 0.819634 0.66206 0.652576 0.543717 0.579081 0.498955 0.65133 0.488838 0.459211 0.418976 0.498526 0.560151 0.401665 0.378673 0.491088 0.331358 0.438065 0.326623 0.322797
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13436000000000001 0.092390000000000014 0.088105000000000003 0.090285000000000018 -0.16363499999999997 0.40473500000000007 -0.11171999999999999 0.13082500000000002 0.053180000000000012 -0.14832499999999996 0.077555000000000013 0.11734000000000001 -0.10151999999999999 1.0000000180025095e-35 0.10089500000000001 0.17025000000000004 -0.11242999999999999 0.10499000000000001 0.11669000000000002 0.082585000000000006 -0.072314999999999977 0.092385000000000009 0.092670000000000016 -0.038779999999999995 -0.036484999999999997 -0.036839999999999991 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 5 9 20 12 -6 -7 -1 18 14 -4 24 15 -8 17 23 26 -14 21 22 -3 -9 25 -11 -5 29 -2 -28
right_child=1 3 6 10 7 8 11 16 -10 13 -12 -13 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0007969823206576826 0.0013562015982557585 0.00073703186892040717 0.0014939532189149091 0.00018024093387465851 0.0012277326606105656 0.0011069184623488397 0.0015358559874927295 0.00070684410844269502 0.0006474066165690662 0.0011816498286342373 0.00074194621704423518 0.0010343848004377161 0.0010408931490934752 0.0014594478441365794 0.0010170552022743553 0.001197702160684748 0.0010426347652086568 0.00060506813146079901 0.00015132402915361465 0.0012660874227948117 0.00084030267997674214 0.00046402407804121954 0.00042762219308534427 0.0010261380877865968 0.001409058372179667 0.00091792871773827304 0.00017292798303213775 0.00064557352797895904 0.0010433115084153002 0.00045081420471863355
leaf_weight=26 29 82 48 25 31 68 20 28 35 121 23 150 36 32 63 735 23 73 50 1057 23 104 31 33 20 35 25 27 23 45
leaf_count=26 29 82 48 25 31 68 20 28 35 121 23 150 36 32 63 735 23 73 50 1057 23 104 31 33 20 35 25 27 23 45
internal_value=0 0.000633409 0.00118857 0.000576924 0.00102032 0.0006974 0.00122224 0.000850343 0.000950774 0.00115689 0.000365012 0.00116762 0.00126857 0.00120188 0.00119206 0.00120666 0.000775827 0.000730031 0.000314608 0.00125867 0.00058866 0.000561988 0.00065215 0.000879577 0.00115505 0.00112248 0.000381527 0.000433405 0.00121781 0.000351569
internal_weight=0 590 2531 538 422 343 2109 188 103 234 195 968 1141 208 818 755 157 134 172 1093 240 217 113 61 176 156 122 97 52 70
internal_count=3121 590 2531 538 422 343 2109 188 103 234 195 968 1141 208 818 755 157 134 172 1093 240 217 113 61 176 156 122 97 52 70
is_linear=0
shrinkage=0.00196078


Tree=4416
num_leaves=31
num_cat=0
split_feature=1 123 33 4 156 0 1375 150 31 483 0 131 12 40 49 148 147 4 40 13 454 1455 1455 159 15 157 130 13 43 1210
split_gain=0.348254 0.108314 0.130121 0.0869858 0.0820625 0.142122 0.0816559 0.0807455 0.0765194 0.0865333 0.0899772 0.0905814 0.0811824 0.092889 0.084801 0.0714675 0.0883296 0.116429 0.0711107 0.0863494 0.0671569 0.0651132 0.0711868 0.122138 0.0656661 0.133365 0.119497 0.117422 0.104215 0.0946531
threshold=0.12000500000000001 0.08128500000000001 0.083840000000000012 0.27287000000000006 0.10339000000000002 0.024095000000000002 -0.27302499999999996 0.13361500000000004 -0.018414999999999997 0.09567500000000001 -0.18901999999999997 0.093260000000000023 0.11472500000000001 -0.063404999999999989 0.005085000000000001 -0.10665499999999999 0.090425000000000019 0.24564500000000003 0.051255000000000002 0.40528500000000006 -0.082299999999999984 -0.24112999999999998 -0.088874999999999982 -0.017094999999999996 1.0000000180025095e-35 -0.0091799999999999989 -0.081769999999999995 0.054800000000000008 -0.050459999999999998 -0.0084249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 8 -1 15 -2 10 -10 12 13 -12 -15 -8 18 -18 19 20 -17 -22 23 -23 26 -26 -24 -27 -29 -28
right_child=4 3 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 21 22 24 -25 25 27 29 28 -30 -31
leaf_value=-0.00022833893577066755 -0.0025345448626115201 0.0038947541828159814 0.013444641092792154 -0.001925407856469974 0.0068272065588583552 -0.0045543313091103406 0.010900039429290465 0.011302569495392559 -0.0043036439234856519 0.0081920891641997368 0.0055827674755294411 0.0070453863465585386 0.0064025591810009099 -0.0031507573285770997 0.0031241828519286531 0.010883886765011333 0.0055694021200761203 -0.0045307975589475111 0.00045789391251987429 0.011823823817429089 0.0094405143423692186 -0.0040505987062880939 -0.0016065395513058839 0.005759081312765678 0.012729110442368047 0.0061204671774406291 -0.00012317758452679429 0.0041545238370726848 -0.0035749278253033052 0.0051540658068223964
leaf_weight=26 31 130 20 32 30 36 23 23 20 26 28 39 29 62 33 22 25 21 29 21 38 22 28 30 28 935 35 103 21 1175
leaf_count=26 31 130 20 32 30 36 23 23 20 26 28 39 29 62 33 22 25 21 29 21 38 22 28 30 28 935 35 103 21 1175
internal_value=0 0.00525456 0.00540943 0.00274509 0.0018375 0.00134509 0.00534774 0.00540395 0.00213755 0.00274867 0.00207791 0.00274614 0.00164304 0.000520883 -0.000971041 0.00535088 0.00530049 0.000958441 0.0053808 0.00543888 0.00538386 0.00533376 0.00526811 0.00160883 0.00534995 0.00591711 0.00485197 0.005737 0.0028455 0.00500142
internal_weight=0 2787 2625 162 334 304 2605 2579 268 237 211 191 152 123 95 2556 2533 46 2487 2458 2437 2415 2377 52 2325 1087 1238 1059 124 1210
internal_count=3121 2787 2625 162 334 304 2605 2579 268 237 211 191 152 123 95 2556 2533 46 2487 2458 2437 2415 2377 52 2325 1087 1238 1059 124 1210
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 1 2 1 0 15 4 1 4 0 3 52 2 150 4 52 4 15 50 51 49
split_gain=60.3199 9.48611 5.86953 4.71006 3.31175 2.98275 1.87565 1.76634 1.68081 1.60667 1.52375 1.429 1.08665 0.839374 1.46651 0.882467 0.875985 0.502568 0.649286 0.497806 0.474089 0.575492 0.518667 0.468906 0.530625 0.400262 0.382742 0.372952 0.323184 0.322415
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.40945500000000007 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.092845000000000025 0.14122000000000004 0.15964000000000003 -0.10607499999999999 -0.11033999999999998 0.0082450000000000006 0.083135000000000014 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 -0.024714999999999997 0.11510000000000002 0.08926000000000002 0.057560000000000007 0.039215000000000007 0.24564500000000003 -0.037864999999999989 0.086295000000000011 0.11548000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 8 13 26 -6 -5 23 -8 14 -1 17 -16 -15 28 -20 -3 22 -22 -7 25 -25 -4 -10 -19 -23
right_child=1 2 6 10 9 11 12 -9 27 -11 -12 -13 -14 15 16 -17 -18 18 19 -21 21 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015501395949583327 0.0013669055604959297 0.00058057913285735577 0.0009805597590124295 0.001252855786734873 0.0012593540525335761 0.0013194026154997719 0.00036055849028878264 0.0017146292554889302 0.0001886931184747097 0.00073687983925807923 0.00074360196707245064 0.00089570170073333057 -5.8059069451430786e-05 0.0017274574215611883 0.0013553671883451931 0.0012404549183907209 0.00097533722481790469 0.001458985687981361 0.0011252601112823422 0.0013806043919592527 0.0010294942455923454 0.00041892845947729128 0.00066313546735282032 0.0011626872468122188 0.0013315890921249617 0.00083366705506455661 0.00068068275500032121 0.00053926951954981267 0.0012912564100308593 0.00072140644863595701
leaf_weight=47 76 108 30 37 72 303 134 76 28 33 58 41 29 22 39 97 58 1108 32 355 39 20 24 44 46 21 36 20 46 42
leaf_count=47 76 108 30 37 72 303 134 76 28 33 58 41 29 22 39 97 58 1108 32 355 39 20 24 44 46 21 36 20 46 42
internal_value=0 0.000713375 0.000632614 0.00136992 0.000806024 0.00138733 0.000421016 0.00142181 0.000613949 0.00109515 0.000941943 0.00124488 0.000286081 0.00140947 0.00126587 0.00142193 0.00112813 0.00143319 0.00142899 0.00135949 0.000675733 0.000757945 0.000889929 0.00127946 0.00117044 0.00105639 0.00081699 0.000334767 0.0014523 0.000623833
internal_weight=0 691 615 2430 338 2335 277 1880 114 105 95 455 163 1804 144 1660 97 1563 1541 387 233 125 63 414 111 65 66 48 1154 62
internal_count=3121 691 615 2430 338 2335 277 1880 114 105 95 455 163 1804 144 1660 97 1563 1541 387 233 125 63 414 111 65 66 48 1154 62
is_linear=0
shrinkage=0.00196078


Tree=4418
num_leaves=31
num_cat=0
split_feature=4 3 9 2 123 44 48 40 4 147 12 51 13 149 15 34 0 3 0 1447 159 43 16 51 4 1 43 393 16 12
split_gain=0.420276 0.151922 0.132999 0.121605 0.110695 0.0903896 0.0891049 0.0825682 0.0818279 0.0935037 0.0877189 0.0849291 0.0795396 0.122343 0.0827709 0.127476 0.0843543 0.0821368 0.0801812 0.0746005 0.116712 0.073071 0.117831 0.0709796 0.112291 0.0871567 0.0799305 0.0701228 0.125974 0.0663363
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 0.083965000000000012 0.081805000000000017 0.14871000000000004 0.051255000000000002 -0.085594999999999991 0.094075000000000006 0.11650500000000001 -0.20636999999999997 0.15641500000000003 0.083250000000000005 -0.56368999999999991 -0.038779999999999995 -0.010949999999999998 0.31370500000000007 -0.073309999999999986 -0.085804999999999979 -0.085059999999999983 -0.077604999999999993 -0.5048999999999999 -0.047599999999999996 -0.50052499999999989 0.10389500000000002 -0.0092949999999999994 0.10358500000000001 -0.085589999999999986 0.085700000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 6 7 8 10 27 11 -4 13 14 -2 -16 17 18 21 -13 -21 -17 -23 24 -22 26 29 -10 -29 -25
right_child=3 -3 5 -5 -6 -7 -8 -9 9 -11 -12 19 -14 -15 15 16 -18 -19 -20 20 23 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0044745856589129707 0.0085656616615042806 0.0013902402337795745 0.013866600985638798 -0.0047101350695205237 0.0050812730488056937 0.010890786605427583 -0.00067090233787894251 0.00098150047997478404 0.0057767298045420358 -0.0009951111220289023 0.00072801773625542411 0.0016587790628166304 -0.0034471439882872803 0.01042864649733972 -0.0039829261762450536 -0.0011718890503107104 0.0068429992859100194 -0.0026819853927008809 -0.00060318932110602237 0.014965184483517078 0.0074075131843090759 0.0023985980272969616 0.0095881754456786442 0.011296219376801345 3.3199123925331872e-06 0.014038765011355281 0.0051708037495026716 0.013941882589253888 0.0044499858110039325 0.0073997639563741988
leaf_weight=22 21 75 20 24 27 38 20 32 1965 20 20 23 20 21 31 20 43 32 47 20 54 53 40 61 33 21 108 29 27 154
leaf_count=22 21 75 20 24 27 38 20 32 1965 20 20 23 20 21 31 20 43 32 47 20 54 53 40 61 33 21 108 29 27 154
internal_value=0 0.00582956 0.00595315 0.00216112 0.000790888 0.00604878 0.00597821 0.00602961 0.00609283 0.00580884 0.00722054 0.00748339 0.00266389 0.00306072 0.0025216 0.00204444 0.00283953 0.00194292 0.00286791 0.00721406 0.00749737 0.00431164 0.00549089 0.00715083 0.00459903 0.0077962 0.00739034 0.00587617 0.00936543 0.00850527
internal_weight=0 2769 2694 352 49 2645 2607 2587 2555 2041 514 494 328 308 287 266 235 192 160 474 451 113 93 431 87 344 323 2021 56 215
internal_count=3121 2769 2694 352 49 2645 2607 2587 2555 2041 514 494 328 308 287 266 235 192 160 474 451 113 93 431 87 344 323 2021 56 215
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=31
num_cat=0
split_feature=1 123 33 48 150 10 2 10 4 12 2 46 1416 1 1186 393 1185 1456 1208 1209 1212 1213 1212 1212 16 1212 1209 1208 475 0
split_gain=0.349664 0.110972 0.108659 0.0773868 0.0696273 0.0695728 0.103663 0.0971547 0.0789541 0.0698832 0.124934 0.0591934 0.05941 0.0701359 0.220676 0.123352 0.0929145 0.0923792 0.0923415 0.143218 0.0668593 0.0972607 0.0742715 0.13448 0.098784 0.0882811 0.0672674 0.162519 0.0667372 0.148265
threshold=0.12000500000000001 0.08128500000000001 0.083840000000000012 0.13765500000000006 0.091105000000000005 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.50996500000000011 -0.42850999999999995 0.31358000000000003 0.084955000000000017 1.0000000180025095e-35 0.086920000000000011 0.060550000000000007 0.088965000000000002 0.085905000000000009 -0.071109999999999993 0.10233500000000001 -0.038154999999999994 0.11796000000000001 0.30994000000000005 0.090240000000000015 0.092815000000000022 -0.065999999999999989 0.08790000000000002 0.087170000000000011 0.099975000000000008 -0.085684999999999997 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -3 6 7 -2 -7 -8 -11 12 13 16 15 17 20 -15 19 -19 21 22 25 -24 -25 26 28 -28 29 -1
right_child=5 4 -4 -5 -6 8 9 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0027223833694329696 0.00077745561460632778 0.0035439061126571227 0.012740150620229544 -0.00070492702624982322 -0.0023959519854068515 -0.0065239837951958177 0.0066830401681363593 0.0075326959812567415 0.0019056468624621629 0.0014780761741004348 -0.006426654597959461 0.010677736017498232 0.0096286557338316932 0.0090258014163489206 -0.004564689791116577 0.012363546525704719 0.0094089940807501257 -0.0036607499072409191 0.010988027745625004 0.0043739598850076559 0.0092178536212428452 -0.0015382257429882886 -0.0041110860099169344 0.0073438422346650146 -0.0010210828017443419 0.011011693840264344 0.013782586709112365 0.0039225019275077756 0.0052059305346610516 0.010722046658898202
leaf_weight=36 33 139 20 21 23 20 20 60 25 153 23 21 32 44 26 21 63 23 20 626 47 20 22 48 20 30 32 35 1353 65
leaf_count=36 33 139 20 21 23 20 20 60 25 153 23 21 32 44 26 21 63 23 20 626 47 20 22 48 20 30 32 35 1353 65
internal_value=0 0.00524066 0.00539742 0.00534104 0.00270059 0.00181668 0.0023862 0.00513568 -0.00184086 0.0010816 0.000445072 0.00539018 0.00534686 0.00529272 0.00448914 0.00480985 0.00563756 0.00458737 0.00429546 0.00408922 0.00549845 0.00539321 0.00547769 0.00268488 0.00488357 0.00563974 0.00553379 0.0086318 0.00539103 0.00787068
internal_weight=0 2787 2625 2605 162 334 289 93 45 196 176 2584 2563 2531 760 734 1771 713 669 649 1708 1661 1641 90 68 1551 1521 67 1454 101
internal_count=3121 2787 2625 2605 162 334 289 93 45 196 176 2584 2563 2531 760 734 1771 713 669 649 1708 1661 1641 90 68 1551 1521 67 1454 101
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 49 1 2 0 1 2 43 13 475 12 4 0 1 3 12 1 0 40 1
split_gain=35.8119 5.76702 3.17579 2.35376 1.96232 1.95416 1.47437 1.26806 0.940507 0.916888 0.855824 0.561143 0.554948 0.644962 0.462427 0.418228 0.400772 0.398371 0.45679 0.369094 0.362386 0.381945 0.320373 0.295858 0.295705 0.278058 0.261926 0.362235 0.252769 0.23242
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10855000000000002 0.09253500000000002 0.14285500000000004 -0.054984999999999992 0.089625000000000024 0.090425000000000019 -0.15350499999999997 0.16175000000000003 -0.0091949999999999983 -0.078139999999999973 -0.043669999999999994 -0.066784999999999983 0.087695000000000009 -0.51253999999999988 -0.22491999999999998 0.13075500000000004 0.090900000000000009 -0.07983999999999998 0.12958500000000003 -0.11991499999999998 -0.077714999999999992 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 6 28 12 26 -4 14 -2 20 16 -6 -7 -14 -10 25 -16 21 -1 -20 -5 -23 -19 27 -8 -3 -27
right_child=1 5 9 23 10 15 8 -9 17 -11 -12 -13 13 -15 19 -17 -18 18 22 -21 -22 24 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0015579342608358347 0.00083101046825314489 0.00054869036681604781 0.001132044641058269 0.00077090082537942847 0.00090870904140669204 0.000405353104079615 0.00085357465255753921 0.0015001064817820803 0.0004512088408500456 0.00073466146626084098 0.00083465913910926314 0.001165570109692235 0.00095279354027266803 0.00090418185126849319 0.001304693221628499 9.8050153795994967e-05 0.0012222680640575523 0.00074477463537490874 0.00067152264474452223 0.0011320182735049351 0.0012292500906344688 0.0012918166136021928 0.0009540091511647898 0.00051331017394641446 0.0011099427243520166 0.00063898996064933261 0.00073671827640603568 0.0011969379141551105 0.00034491854760905402 0.00036023836781390691
leaf_weight=20 23 44 34 60 31 90 27 79 31 65 39 119 23 31 56 21 274 29 29 317 690 759 33 24 36 23 20 21 50 23
leaf_count=20 23 44 34 60 31 90 27 79 31 65 39 119 23 31 56 21 274 29 29 317 690 759 33 24 36 23 20 21 50 23
internal_value=0 0.000702789 0.00121517 0.000957476 0.00122963 0.000572268 0.000647968 0.00125687 0.000730683 0.000871136 0.00111204 0.00111138 0.00124639 0.00117331 0.00113882 0.000347215 0.0012014 0.000651932 0.000697352 0.00115794 0.00126232 0.00129031 0.000821878 0.000697303 0.00128358 0.00059441 0.000925244 0.0010038 0.000440301 0.000499614
internal_weight=0 667 2454 226 2355 441 330 1912 236 99 443 142 1833 328 404 111 297 168 137 373 1505 815 62 84 795 75 68 48 94 46
internal_count=3121 667 2454 226 2355 441 330 1912 236 99 443 142 1833 328 404 111 297 168 137 373 1505 815 62 84 795 75 68 48 94 46
is_linear=0
shrinkage=0.00196078


Tree=4421
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 15 42 11 2 4 13 15 4 3 0 4 47 1 15 39 2 1213 160 159 15 3
split_gain=34.6489 5.269 3.2096 3.05219 1.94236 1.68514 1.4205 1.05052 1.0155 1.01247 0.926743 0.778071 0.664127 0.635882 0.617318 0.692307 0.834143 0.735123 0.487981 0.438203 0.396608 0.383648 0.368595 0.30769 0.313469 0.305452 0.29279 0.249769 0.287341 0.235333
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.40473500000000007 1.0000000180025095e-35 -0.0060199999999999993 1.0000000180025095e-35 0.14838000000000004 0.27834500000000006 -0.077799999999999994 -0.12255999999999999 -0.27825499999999997 0.095270000000000007 -0.057069999999999989 -0.086254999999999984 0.090100000000000013 0.080000000000000016 0.087685000000000013 0.08456000000000001 -0.0091949999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082585000000000006 -0.07490999999999999 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 9 12 -6 14 -5 22 13 -4 18 -16 21 19 25 -18 -3 -17 -11 -12 -25 -1 -15 -21 -29 -24
right_child=1 2 7 10 8 -7 -8 -9 -10 11 23 -13 -14 26 15 16 17 -19 -20 27 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=0.00096438769841086271 0.0011316650329275745 0.00055333084601381889 0.00064271633339122055 0.0011402545619669659 0.0010454659221358997 0.00077315918169915674 0.00068862683801359723 0.00071231910720009558 0.00062475461283397371 0.0012281813795634922 0.00047468443711598713 0.0013938670693313146 0.00021680629366302703 0.00052484583231358743 0.0012243759813073466 0.0010182620601660731 0.00073636022414646899 0.00063433093941021781 0.00090110399121162937 0.0010103902448621502 0.00078965466031256839 0.0012643928372976826 0.0011432419272534146 0.00058056111229172339 0.0008769496811302476 0.0011824694793630608 0.00029953248597973701 0.001276798644924865 0.00102610070990701 0.001326934227339026
leaf_weight=26 69 186 41 22 71 48 26 37 32 372 20 69 84 30 93 35 20 20 27 316 32 80 633 23 34 491 85 32 39 28
leaf_count=26 69 186 41 22 71 48 26 37 32 372 20 69 84 30 93 35 20 20 27 316 32 80 633 23 34 491 85 32 39 28
internal_value=0 0.000618618 0.00055942 0.00112261 0.000692862 0.00113679 0.00114435 0.000404782 0.000914759 0.00114955 0.000785338 0.00119227 0.00035737 0.000433058 0.00110961 0.00106808 0.00104126 0.00100134 0.00115808 0.00101938 0.000588021 0.00118948 0.00117881 0.000683934 0.000757354 0.0011715 0.00035831 0.001034 0.00113909 0.00115102
internal_weight=0 667 598 2454 321 2355 2307 277 103 2281 99 1102 240 156 1179 635 542 427 544 407 218 115 1033 77 57 517 115 387 71 661
internal_count=3121 667 598 2454 321 2355 2307 277 103 2281 99 1102 240 156 1179 635 542 427 544 407 218 115 1033 77 57 517 115 387 71 661
is_linear=0
shrinkage=0.00196078


Tree=4422
num_leaves=31
num_cat=0
split_feature=1 4 2 3 0 2 41 0 46 1 49 12 16 51 0 47 48 15 3 3 43 400 1212 1212 4 2 12 4 50 3
split_gain=0.513762 0.180311 0.119865 0.164114 0.114541 0.107153 0.0908182 0.0875601 0.142923 0.121266 0.0919057 0.0862031 0.0836175 0.0757263 0.0734316 0.09577 0.0718293 0.106226 0.0906414 0.086072 0.0862124 0.151712 0.0942626 0.10931 0.11828 0.0931722 0.142227 0.118841 0.109289 0.0945305
threshold=0.10124500000000002 -0.39518999999999993 0.10222000000000002 -0.017889999999999996 0.22582000000000002 -1.0000000180025095e-35 0.082735000000000017 -0.053834999999999994 0.081930000000000017 0.13869000000000004 0.0093850000000000027 -0.089199999999999988 -0.23935499999999996 0.10027500000000002 -0.077999999999999986 0.092530000000000015 0.10184000000000001 -0.11033999999999998 -0.073309999999999986 0.10732000000000001 0.016310000000000002 -0.064794999999999978 -0.014129999999999998 -0.082209999999999991 -0.081609999999999988 0.084145000000000011 0.09141500000000001 -0.075889999999999999 0.087525000000000006 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 16 11 7 8 10 -9 13 -5 -12 -4 15 -3 17 -1 -18 20 22 -22 23 24 -19 28 29 -28 -23 -27
right_child=1 2 6 5 -6 -7 -8 9 -10 -11 12 -13 -14 -15 -16 -17 18 19 -20 -21 21 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0097277977259109059 0.0084283181875201615 0.015491081252694132 0.0022562934717951489 0.0028504788082184106 -0.00069379886495880795 0.0067650211876201811 0.0075445871893316504 0.0017496672092362287 0.010746004297398032 -0.0067616283230913371 0.0028566969863067452 -0.0037350566026621633 -0.004630043783358166 0.0079069719567929422 0.0056864850833807214 0.0059298668649386274 0.0062426203513691863 0.0039124853765735261 -6.6026974718624845e-05 0.0021374219624129566 0.01248770231780197 0.013052001466544776 0.0070013533179497933 0.015693712597712874 0.010657286169216372 -0.0012130889999888727 0.010807064183588538 0.0040095402844749469 0.0051115220645442608 0.0064760942876871154
leaf_weight=137 78 20 195 46 20 33 30 47 20 26 26 35 35 27 133 22 79 39 32 38 28 26 1574 25 78 67 35 97 52 21
leaf_count=137 78 20 195 46 20 33 30 47 20 26 26 35 35 27 133 22 79 39 32 38 28 26 1574 25 78 67 35 97 52 21
internal_value=0 0.00386935 0.0033577 0.00491426 0.00684163 0.00196176 0.0022497 0.00182723 0.00257626 -0.00128175 0.0019989 4.87709e-06 -0.00143897 0.00294354 0.00683761 0.0104828 0.00690636 0.00703065 0.00442391 0.00685301 0.00694076 0.00545 0.00722397 0.00969154 0.00840902 0.00478874 0.00373588 0.00581191 0.00775835 0.00062183
internal_weight=0 773 695 289 2348 114 406 376 303 73 283 81 61 222 175 42 2328 2217 111 2080 2042 326 1716 142 117 298 220 132 78 88
internal_count=3121 773 695 289 2348 114 406 376 303 73 283 81 61 222 175 42 2328 2217 111 2080 2042 326 1716 142 117 298 220 132 78 88
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=31
num_cat=0
split_feature=1 4 3 484 130 16 16 3 2 2 4 147 151 48 15 11 48 4 0 16 3 3 52 43 0 131 15 15 16 160
split_gain=0.421696 0.16905 0.123206 0.120851 0.106427 0.0984802 0.104092 0.149458 0.093531 0.0847258 0.0885911 0.0922785 0.105358 0.0928437 0.0761669 0.102991 0.0985821 0.129727 0.148202 0.1378 0.123082 0.114882 0.0948751 0.0895864 0.156054 0.132039 0.122328 0.163402 0.120337 0.148333
threshold=0.095950000000000021 -0.008819999999999998 0.149315 -0.020124999999999994 -1.0000000180025095e-35 -0.016164999999999995 0.40020000000000006 -0.072894999999999988 -1.0000000180025095e-35 0.25063000000000007 -0.0047449999999999992 0.10735000000000001 0.050660000000000004 0.14093000000000003 -0.11033999999999998 0.085875000000000021 0.093265000000000015 -0.42529999999999996 0.034820000000000011 0.0028900000000000006 0.096675000000000011 -0.10519499999999998 0.13140000000000004 0.0068900000000000012 -0.04917499999999999 0.023795 0.084510000000000016 -0.03241999999999999 0.042200000000000008 -0.081639999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 -5 -6 7 -7 -9 10 -3 12 13 -12 -1 16 17 21 20 -20 23 -16 -18 24 28 26 27 -25 -19 -30
right_child=1 9 -4 4 5 6 -8 8 -10 -11 11 -13 -14 -15 15 -17 22 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.008189672688397584 0.012656493133041437 -0.0034587632737211175 0.00023219364375108855 -0.00083823474366605906 0.010100421180948616 -0.0048915697913616898 0.0074180355455462981 0.0009599138663283417 0.0079222811307476538 -0.0024706880952562057 0.0033119187411540666 -0.0034904090850614009 0.0083580094482749705 -0.0036573719471925874 0.016214572671679375 -0.00074515117924999104 0.0048841585251336384 0.0069032272031499461 0.0059817094666262472 -0.005474204989150167 1.6866375564507422e-05 0.0078203210636274886 -0.0021023917370117627 0.0039948141401899718 0.013706946895728191 0.012381851145099584 0.0053607781370810705 -0.006643727688457478 -0.0029418893512338402 0.0052898359048785181
leaf_weight=183 26 21 40 24 50 20 99 35 43 31 432 20 40 20 23 22 77 1243 21 21 31 56 26 42 31 21 200 22 25 176
leaf_count=183 26 21 40 24 50 20 99 35 43 31 432 20 40 20 23 22 77 1243 21 21 31 56 26 42 31 21 200 22 25 176
internal_value=0 0.00367032 0.00544234 0.00614405 0.00551923 0.00613696 0.00513101 0.00282065 0.00479814 0.0026115 0.00290709 0.00316819 0.00343887 0.00300354 0.00623544 0.00605987 0.00613417 0.00629652 0.00612551 0.000253752 0.00626321 0.0102642 0.00312056 0.00637323 0.00668684 0.00475016 0.00414309 0.000337815 0.00653613 0.00426599
internal_weight=0 901 337 297 271 247 197 98 78 564 533 512 492 452 2220 2037 2015 1912 1833 42 1791 79 103 1760 1475 285 264 64 1444 201
internal_count=3121 901 337 297 271 247 197 98 78 564 533 512 492 452 2220 2037 2015 1912 1833 42 1791 79 103 1760 1475 285 264 64 1444 201
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=31
num_cat=0
split_feature=4 457 31 14 3 123 2 14 156 52 41 151 150 160 0 475 16 13 15 15 11 376 12 52 160 13 484 157 160 484
split_gain=0.350106 0.13089 0.0971727 0.109646 0.133174 0.102753 0.0831971 0.0804342 0.0880149 0.130777 0.119933 0.0723923 0.0862181 0.207647 0.0747252 0.169675 0.155794 0.122747 0.139749 0.0990044 0.0701068 0.0739067 0.06697 0.0908749 0.14044 0.139561 0.0826543 0.122439 0.115626 0.0855594
threshold=0.27044500000000005 0.31508000000000008 -1.0000000180025095e-35 -0.24175999999999997 0.32202000000000003 0.083965000000000012 0.25063000000000007 0.076975000000000002 0.085790000000000019 -0.061194999999999992 0.07882500000000002 0.26900000000000007 0.10874500000000002 -0.081969999999999987 -0.13027499999999997 -0.068264999999999978 -0.0060749999999999997 -0.013024999999999998 -0.090344999999999995 -0.095244999999999982 0.097680000000000017 0.083960000000000021 0.088245000000000004 0.10611000000000001 -1.0000000180025095e-35 -0.085384999999999975 0.085740000000000011 -0.086244999999999988 -0.089549999999999991 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 -2 11 9 -9 -11 12 14 -14 15 -5 17 19 -19 -17 21 22 23 26 25 -25 28 -28 -16 -30
right_child=6 -3 3 4 -6 -7 -8 8 -10 10 -12 -13 13 -15 20 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0045428192138206218 0.0024356006620576587 -0.0012383882148424164 0.012210166691026342 -0.0051019217594460188 -0.0027087366580963133 0.0049911850476816585 -0.0036558090941980481 0.00070365372036273284 0.013918224554932255 0.014646370367457471 0.0041612068936228751 -8.7778328452259313e-05 0.0045375848654657606 0.016637255259506083 0.011075337493761642 0.0037985977507196365 0.012067106327689861 0.0020904968231322939 0.010520985462062527 -0.0059227298056198797 -0.00040600625798106196 0.0013846528816169926 0.0051290156951360969 0.0108661592295844 -0.0026061512471642345 0.00225830710066172 -0.0025967191398629675 0.0058436714499668389 0.0043400782983668944 0.0070742088593483384
leaf_weight=20 341 30 24 21 20 26 24 24 22 24 20 24 37 23 61 20 23 51 32 22 20 42 1240 31 28 48 23 68 142 590
leaf_count=20 341 30 24 21 20 26 24 24 22 24 20 24 37 23 61 20 23 51 32 22 20 42 1240 31 28 48 23 68 142 590
internal_value=0 0.00533087 0.00540316 0.00548138 0.00542058 0.000845966 0.00203507 0.00548226 0.00842029 0.00664154 0.00988039 0.0053784 0.00543042 0.00917579 0.00533914 0.00330983 0.00450339 0.00311167 0.00534081 -0.00129353 0.00548871 0.00554058 0.00561881 0.00623168 0.00347923 0.00563607 0.00656484 0.00371039 0.0068924 0.00654382
internal_weight=0 2756 2726 2680 2656 46 365 2636 90 68 44 2546 2522 60 2462 169 148 125 83 42 2293 2273 2231 991 107 79 884 91 793 732
internal_count=3121 2756 2726 2680 2656 46 365 2636 90 68 44 2546 2522 60 2462 169 148 125 83 42 2293 2273 2231 991 107 79 884 91 793 732
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 39 1 14 2 52 4 49 4 47 0 15 12 150 1 15 4 1 11 2 133 13 4 49 4
split_gain=59.8438 9.08361 4.70663 4.15611 3.20721 2.56889 1.93229 1.89241 1.80137 1.08503 0.938977 0.884737 0.873317 0.855254 0.848426 0.764664 1.52905 0.890417 0.686837 0.615911 0.577607 0.577211 0.567438 0.523591 0.509356 0.420141 0.396623 0.368208 0.425787 0.366681
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.099185000000000009 0.087880000000000014 0.092845000000000025 0.062655000000000016 0.13501500000000002 0.048770000000000008 -0.17966999999999997 -0.054984999999999992 0.27044500000000005 1.0000000180025095e-35 -0.11173999999999999 -0.10469999999999999 0.090455000000000021 1.0000000180025095e-35 0.13075500000000004 -0.086849999999999997 -0.52556499999999995 0.083135000000000014 1.0000000180025095e-35 0.10613000000000002 -1.0000000180025095e-35 -0.47860499999999995 0.071150000000000005 -1.0000000180025095e-35 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 6 8 11 20 13 18 26 -3 -2 15 -8 16 -4 21 23 25 -1 -17 -18 -7 -13 -5 -6 28 -26 -19
right_child=1 4 5 19 10 9 14 -9 -10 -11 -12 24 -14 -15 -16 17 22 29 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0013870417097814722 0.0008648487066775434 0.0011368512917383044 0.0016348046289772547 0.00055682686873032656 0.00018892953771626356 0.0012658249317565834 0.00037518700547341282 0.00076767701414356753 0.0016999240464574429 0.00092921727053660015 0.00046116294631478834 0.00088434920915188308 0.0012816609417241813 0.0010112939050517405 0.0007144776410331913 0.0017736078535809238 0.0013156072656605757 0.0013609503417142995 0.00096991530409219382 0.00040080722039443706 0.001053717440249873 0.001437397691812049 0.0009745019598334444 0.0014872398067376092 0.00066838675009939631 0.00089731352178858538 -0.00014234906468796088 0.00073384670217992024 0.00033129937274783261 0.0011590672900705788
leaf_weight=39 23 20 28 22 33 325 121 66 78 39 34 44 121 22 37 20 30 531 27 24 41 1068 50 47 34 38 24 73 25 37
leaf_count=39 23 20 28 22 33 325 121 66 78 39 34 44 121 22 37 20 30 531 27 24 41 1068 50 47 34 38 24 73 25 37
internal_value=0 0.000694648 0.00135484 0.00101289 0.000531591 0.0013765 0.000615989 0.00101345 0.00140825 0.00124137 0.000203273 0.000746055 0.00121509 0.00139551 0.000454641 0.0014003 0.00124044 0.00141073 0.00127188 0.00066628 0.00121621 0.00144358 0.00110242 0.0012938 0.000701647 0.000772468 4.94438e-05 0.000640746 0.000525553 0.0013478
internal_weight=0 673 2448 228 445 2302 354 146 1864 438 91 196 144 1786 158 1764 108 1656 399 84 80 1088 80 372 176 60 57 132 59 568
internal_count=3121 673 2448 228 445 2302 354 146 1864 438 91 196 144 1786 158 1764 108 1656 399 84 80 1088 80 372 176 60 57 132 59 568
is_linear=0
shrinkage=0.00196078


Tree=4426
num_leaves=31
num_cat=0
split_feature=1 4 457 14 16 12 10 150 1 52 132 151 3 9 4 15 11 48 11 484 0 16 2 16 15 2 0 475 42 15
split_gain=0.428307 0.162495 0.125162 0.078441 0.275068 0.0952605 0.106144 0.0735975 0.0786953 0.0829154 0.0790381 0.0815823 0.0776127 0.0877302 0.0712167 0.0680209 0.0840302 0.0886863 0.125127 0.092711 0.101624 0.0710761 0.148396 0.180375 0.0799665 0.12905 0.100376 0.157312 0.11541 0.0858672
threshold=0.095950000000000021 0.27044500000000005 0.079590000000000008 -0.42495999999999995 -0.23935499999999996 0.10016000000000001 -0.090429999999999996 -0.094239999999999977 0.13436000000000001 -0.049749999999999996 0.078465000000000021 -0.083274999999999988 0.30112000000000005 -1.0000000180025095e-35 0.51303500000000013 -0.11033999999999998 0.086080000000000018 0.093265000000000015 0.078065000000000009 -0.079429999999999987 -0.06563999999999999 0.0073350000000000004 0.084655000000000022 0.066275000000000014 -0.07490999999999999 0.10644500000000001 0.13134000000000004 -0.008964999999999999 0.087075000000000014 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 7 14 5 6 -5 -2 10 -10 11 -9 13 -13 -3 -1 17 18 21 -19 -21 -17 23 -23 -24 26 27 29 -29 -26
right_child=1 3 -4 4 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 16 -18 19 -20 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0080479266461369169 -0.0001544719038065523 0.0069492982619689132 0.00097797827475005756 0.0094498019982975998 -0.0096545761620787252 -0.0026265801814490163 0.0020870191704356268 0.011812616378749507 -0.0011055280238746064 0.0063963006304290429 0.00090090030737753439 -2.5620662272558549e-05 0.00025682283766483043 0.0068091065187560725 0.0003902825377881527 0.0064425356606283056 -0.0002577624350254025 0.0093758194614201804 0.01178968349704519 0.0042595159129372668 -0.0031189285227031047 -0.0061779530923813586 0.0089110953383140217 0.0058345477283000954 0.014157409479164267 0.0018574638839345425 0.012017394046831345 -0.0022003005244187082 0.0057309686328111181 0.0064453998231329031
leaf_weight=183 24 49 80 22 22 37 178 26 34 26 28 20 22 308 25 1503 21 20 40 56 28 25 62 25 22 90 28 32 43 42
leaf_count=183 24 49 80 22 22 37 178 26 34 26 28 20 22 308 25 1503 21 20 40 56 28 25 62 25 22 90 28 32 43 42
internal_value=0 0.003616 0.00464427 0.00186208 0.0010417 0.00203461 0.00289693 0.0052453 0.00552459 0.00214526 0.00602647 0.00640817 0.00600669 0.00639235 0.00473341 0.00620115 0.00603524 0.00610079 0.00625548 0.00325692 0.00180003 0.00613722 0.00489364 -0.000171703 0.00568758 0.00490992 0.00655496 0.00545462 0.00234696 0.0090964
internal_weight=0 901 568 333 259 237 200 488 464 60 404 376 350 328 74 2220 2037 2016 1912 104 84 1872 369 50 319 257 167 139 75 64
internal_count=3121 901 568 333 259 237 200 488 464 60 404 376 350 328 74 2220 2037 2016 1912 104 84 1872 369 50 319 257 167 139 75 64
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 1 0 4 4 15 0 1 52 15 156 15 156 474 1 47 50 3 16 131 457
split_gain=29.8054 5.08982 3.06147 2.38728 1.62224 1.4033 1.27523 0.953318 0.867584 0.952428 0.842736 0.780046 0.778634 0.515142 0.486277 0.449984 0.403265 0.323964 0.296835 0.292149 0.313505 0.498732 0.305351 0.311307 0.289952 0.253132 0.25122 0.2438 0.243073 0.229773
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.27287000000000006 0.14285500000000004 0.092845000000000025 -0.11173999999999999 0.40473500000000007 0.27834500000000006 -0.41396999999999995 -0.079119999999999982 0.14754500000000001 0.039215000000000007 1.0000000180025095e-35 -0.0011799999999999998 0.040760000000000005 0.090310000000000015 0.087265000000000023 0.077845000000000011 0.090100000000000013 0.08461500000000001 1.0000000180025095e-35 0.11346000000000002 0.09031500000000002 0.094310000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 24 6 7 11 9 -4 -5 -1 -6 17 -10 -13 -16 18 -9 -17 21 22 23 -21 26 -11 -3 -7 -2 -28
right_child=1 2 8 10 12 27 -8 13 14 25 -12 15 -14 -15 16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00087062678985781598 0.0011475257508085862 0.00046993499024150271 0.00068058565175756506 0.00098152136934549013 0.00097085184160527192 0.00060704652821226535 0.001311466860455347 0.00092350265517433154 0.00036567893285258129 0.00015176228179518341 0.00060279767285274278 0.0011137472881203197 0.00060867921305921056 0.00068216454768935206 0.0002790092132664879 0.0011986651962014822 -7.0677013558193862e-05 0.0010752099509192847 0.0011635820416205707 0.00093434276744556804 0.001075106995871114 0.0010945804245909784 0.0011363033745803086 0.0007150899096807806 0.00074034650426577119 0.00045655283620398419 0.00066711826692284577 0.00088750538075883963 0.0009089655711565143 0.00045501431673440536
leaf_weight=64 52 100 61 37 74 26 84 198 121 22 58 1160 33 22 32 46 21 117 22 93 334 93 20 34 32 20 72 22 24 27
leaf_count=64 52 100 61 37 74 26 84 198 121 22 58 1160 33 22 32 46 21 117 22 93 334 93 20 34 32 20 72 22 24 27
internal_value=0 0.000593481 0.000534323 0.00105499 0.000659562 0.00106739 0.00107435 0.00106531 0.000381505 0.000524132 0.000750301 0.00108331 0.000859154 0.000972868 0.000297076 0.00109096 0.000140454 0.000991845 0.000947511 0.00104831 0.00103626 0.000982204 0.000911109 0.000875645 0.00056711 0.000296901 0.000539253 0.00073559 0.00107219 0.000609272
internal_weight=0 691 615 2430 338 2335 2287 2203 277 103 95 1844 107 359 174 1780 53 337 220 620 574 240 147 127 231 42 199 48 76 99
internal_count=3121 691 615 2430 338 2335 2287 2203 277 103 95 1844 107 359 174 1780 53 337 220 620 574 240 147 127 231 42 199 48 76 99
is_linear=0
shrinkage=0.00196078


Tree=4428
num_leaves=31
num_cat=0
split_feature=1 1 12 123 4 2 4 42 47 2 11 43 2 1 2 11 1 4 13 4 39 50 51 0 13 2 15 16 131 0
split_gain=18.9242 2.43265 1.92595 1.91365 1.23445 0.993993 0.861805 0.655222 0.566011 0.557331 0.450816 0.37536 0.434232 0.318916 0.305816 0.281984 0.39552 0.692661 0.243042 0.226176 0.225388 0.224998 0.224813 0.225221 0.2191 0.206424 0.193977 0.177832 0.176428 0.292321
threshold=0.10752500000000002 0.13559000000000002 0.085055000000000006 1.0000000180025095e-35 0.36766000000000004 0.14122000000000004 0.40124500000000002 -0.0060199999999999993 0.13082500000000002 0.092235000000000025 1.0000000180025095e-35 -0.04890499999999999 0.11362000000000001 0.086920000000000011 0.25063000000000007 1.0000000180025095e-35 0.089770000000000016 -0.013514999999999998 -0.010739999999999998 -0.03898999999999999 0.08456000000000001 0.08461500000000001 0.0053700000000000006 -0.070154999999999981 -0.0075049999999999987 -0.0091949999999999983 0.024640000000000006 -0.50690499999999983 0.094655000000000017 0.010870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 9 19 -5 14 10 13 18 -13 -1 28 16 -11 -18 -2 -4 -9 22 23 -15 -14 -22 -17 -26 29 -3
right_child=1 8 6 7 -6 -7 -8 20 -10 15 -12 12 24 21 -16 26 17 -19 -20 -21 25 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00088857569038539215 0.00040895124670221156 0.00024287475464215369 0.00093835378601760675 0.00088506621871402551 0.00052363097196960243 0.000548796265041754 0.00044676644361348646 0.00032388656199270607 0.00052491720656261723 0.00081418769892657554 0.0010314924693575092 0.00066137654492918509 0.00033485498550936627 0.0008252030519672526 5.3911711571713776e-05 0.00085972243815618738 0.00082619305034762789 0.00041314799868831102 0.00021722323484550234 0.00074036601179805212 0.00041800897174021774 0.00087250279165682412 0.00059923255214275502 0.00060611172049653298 0.00036488662017326732 0.00064112862120523605 0.0010609317617673499 0.00059666212945550423 0.00011629622575699114 0.00050929898943971185
leaf_weight=1079 73 76 31 22 45 41 36 20 26 593 70 42 52 184 36 70 37 27 39 78 25 206 23 20 20 44 25 35 26 20
leaf_count=1079 73 76 31 22 45 41 36 20 26 593 70 42 52 184 36 70 37 27 39 78 25 206 23 20 20 44 25 35 26 20
internal_value=0 0.000443855 0.000528614 0.000833809 0.000845356 0.000851451 0.000709801 0.000582064 0.000256831 0.000856768 0.000877658 0.000427955 0.000492424 0.000870536 0.000212715 0.000812821 0.000798383 0.00065194 0.000342189 0.000796674 0.000507164 0.000825583 0.000783004 0.000803724 0.000426106 0.000560288 0.000912672 0.00051238 0.000259575 0.00029838
internal_weight=0 590 406 2531 2420 2375 145 111 184 2334 1582 261 149 1512 158 752 657 64 112 109 89 433 227 204 107 69 95 55 122 96
internal_count=3121 590 406 2531 2420 2375 145 111 184 2334 1582 261 149 1512 158 752 657 64 112 109 89 433 227 204 107 69 95 55 122 96
is_linear=0
shrinkage=0.00196078


Tree=4429
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 2 1 2 4 14 1 11 1 4 16 4 160 3 15 10 2 0 12 1 3 43 150
split_gain=51.9709 8.39494 5.20635 4.72681 2.55686 2.13294 1.69591 1.63437 1.43646 1.39383 1.30957 1.08997 0.942057 0.603846 0.600909 0.601983 1.00018 0.57693 0.503082 0.499662 0.434776 0.414682 0.40941 0.564784 0.372387 0.356836 0.334711 0.30106 0.296327 0.281813
threshold=0.10508500000000001 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.40124500000000002 0.27834500000000006 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.062655000000000016 0.091450000000000017 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.040964999999999994 -0.036839999999999991 -0.067824999999999983 -0.0025099999999999996 -0.41942499999999994 -1.0000000180025095e-35 0.10855000000000002 -0.026509999999999995 0.095780000000000018 0.14754500000000001 -0.10831999999999999 -0.14792499999999997 0.083340000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 6 10 8 18 12 -5 11 -3 13 -1 15 25 -17 -7 -4 -13 -21 -12 -2 29 -6 27 -23 -10 -16 -24
right_child=1 5 7 9 24 17 -8 -9 14 -11 21 19 -14 -15 28 16 -18 -19 -20 20 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013515003090928675 0.00047098199132410856 0.0007106610762810685 0.0013810520818015011 0.0011685351113925207 0.0010301144391882653 0.00056541272683604247 0.00078109951653316904 0.00074671981944924302 0.0011006422555707867 0.00067591590260744204 0.00031776173783112536 0.00059279344550382338 0.0015866868685709356 0.0012369788177902736 0.0012006597309942894 0.0013155491537406665 0.00081511682228130452 0.00099999361848032535 0.0011249057894792737 0.00041171799930324798 0.00012077104176997261 0.00017759970697138656 0.00098862214853950576 0.00062412961429860435 0.00068349780568917643 0.0011900355899544636 -0.00011945487545602316 0.0012927395668799696 0.0014701536784135865 0.00070971659922671718
leaf_weight=1127 38 43 49 34 22 23 24 35 34 63 37 23 59 210 21 28 34 24 74 39 40 35 30 132 26 299 25 405 62 26
leaf_count=1127 38 43 49 34 22 23 24 35 34 63 37 23 59 210 21 28 34 24 74 39 40 35 30 132 26 299 25 405 62 26
internal_value=0 0.000657526 0.000847509 0.00127276 0.00129027 0.000405092 0.0012996 0.00112057 0.00130506 0.000848587 0.000330857 0.000448831 0.00134421 0.00133351 0.00124317 0.00122669 0.00104112 0.000787326 0.00122695 0.000338452 0.000264403 0.000154503 0.000656609 0.00069413 0.000842364 0.00124228 5.3827e-05 0.00127786 0.00140197 0.00085913
internal_weight=0 673 384 2448 2351 289 2303 158 2279 97 242 145 1396 1337 883 800 62 47 123 102 79 97 226 188 48 738 60 439 83 56
internal_count=3121 673 384 2448 2351 289 2303 158 2279 97 242 145 1396 1337 883 800 62 47 123 102 79 97 226 188 48 738 60 439 83 56
is_linear=0
shrinkage=0.00196078


Tree=4430
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 48 14 159 483 133 12 3 14 10 15 11 48 3 42 1 457 48 2 456 1429 484 457 3 1213 3
split_gain=0.704258 0.200574 0.154171 0.128215 0.0974086 0.0779076 0.0837023 0.0848187 0.11795 0.0837093 0.0705317 0.1185 0.0684412 0.0810899 0.0808365 0.0737918 0.0669922 0.0698548 0.0629035 0.094989 0.102357 0.0591962 0.0653097 0.0586009 0.0982562 0.129052 0.108055 0.0804359 0.0591799 0.118685
threshold=0.10124500000000002 -0.39518999999999993 0.13622000000000004 0.088105000000000003 0.18019500000000002 -0.068459999999999979 -0.46413499999999996 0.10600500000000002 0.086310000000000012 -1.0000000180025095e-35 -0.42850999999999995 0.31370500000000007 0.062655000000000016 -0.012544999999999999 0.095175000000000023 0.078065000000000009 0.10168500000000001 -0.066704999999999987 0.092620000000000022 0.13021500000000003 0.08457000000000002 0.11247500000000001 0.089125000000000024 0.077935000000000018 0.083810000000000009 -0.084724999999999981 0.087995000000000004 -0.084854999999999986 -0.081599999999999992 -0.070099999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 12 -3 -7 8 9 -8 -4 -12 13 -1 15 -14 23 21 19 20 -11 22 -18 28 25 -25 -27 -26 29 -15
right_child=1 2 10 -5 -6 6 7 -9 -10 18 11 -13 14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0024193459853100088 0.0093374412880737698 0.0077994119398659334 0.0069870507344603544 0.0070072059613367965 0.0021461623521255597 0.008576209531523861 -0.0027427888573064202 -0.00363082658033818 0.0092556562199856019 0.0037507297488062717 0.0022720896886438942 -0.0041690754042448186 0.0095218787547843228 0.0087974480727609303 0.0067769600776955491 0.016719077520870738 0.0075885028990930609 0.00086648763390257961 -0.0017039554213018468 0.0085882406877565449 -0.0038123765117710549 0.01029714917249018 0.00038686760468408465 0.019287523040547969 0.0021837680177255112 0.0069814974069595335 0.015839738893278301 0.010946172920812389 0.0078021578272305147 0.016777044464834034
leaf_weight=26 78 41 20 180 28 26 28 20 28 121 115 38 29 274 32 28 34 24 24 33 21 33 20 20 22 40 21 20 1677 20
leaf_count=26 78 41 20 180 28 26 28 20 28 121 115 38 29 274 32 28 34 24 24 33 21 33 20 20 22 40 21 20 1677 20
internal_value=0 0.00452913 0.0039895 0.00484692 0.00800909 0.00370993 0.00315289 0.00264014 0.00313198 0.00237664 0.00140235 0.000672323 0.00807985 0.00797137 0.0107992 0.0130573 0.00803683 0.00564278 0.00309696 0.00375537 0.00263224 0.00696037 0.00492123 0.00816374 0.0102814 0.0123166 0.0100311 0.00635634 0.00803159 0.00934028
internal_weight=0 773 695 522 2348 342 301 275 255 227 173 153 2320 2231 89 57 2205 111 199 175 142 87 54 2094 123 81 61 42 1971 294
internal_count=3121 773 695 522 2348 342 301 275 255 227 173 153 2320 2231 89 57 2205 111 199 175 142 87 54 2094 123 81 61 42 1971 294
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 15 41 13 1 47 151 15 4 4 12 47 16 475 1 1 1 1 12 48 51 151 43 15
split_gain=23.0399 3.98779 2.49807 1.98494 1.67721 1.13526 0.880019 0.775254 0.734638 0.639323 0.619208 0.526851 0.525373 0.512384 0.523857 0.496281 0.36949 0.320305 0.386335 0.29045 0.293394 0.259624 0.255608 0.248943 0.24266 0.229122 0.21735 0.226514 0.191601 0.188313
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.040760000000000005 0.075585000000000013 -0.077799999999999994 0.077845000000000011 0.13082500000000002 0.032230000000000009 -0.12563999999999997 -0.27825499999999997 -0.14098499999999997 0.095175000000000023 0.090100000000000013 -0.105305 -0.084049999999999986 0.098700000000000024 0.11669000000000002 0.15964000000000003 0.080000000000000016 0.088245000000000004 0.083685000000000009 -0.085989999999999997 -0.088419999999999985 -0.23229999999999998 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 -6 9 24 16 -5 22 13 -11 23 -16 -1 21 -19 -17 28 26 -4 -15 -9 -12 -3 -28 -21 -30
right_child=1 2 11 10 6 -7 -8 8 -10 12 25 -13 -14 14 15 19 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00097046628431803332 0.00094288550663289641 0.00030718522441844039 0.00027190538136766192 0.00089196565167075782 0.00084960282723110618 0.00063779377911142468 0.00049757094540194989 0.0010050255155711148 0.0012380335317850684 0.0010111699773431855 0.00039127367515165624 0.00055681061690238283 0.00056858882922247559 0.00083842707740492512 0.00052077465124574364 0.00099579698972257903 0.0007676716406287247 0.00048575989832720488 0.00082094963420839865 0.00098603810104991719 0.00059479229868738377 0.000357364045151439 7.3313038262487357e-05 0.0010391249869731473 0.00094452926195135302 0.00063041825334992079 0.00069006031951288765 0.00047981417575002761 0.00085697335552081442 0.0007579941527350502
leaf_weight=520 76 22 127 28 86 48 40 446 41 93 24 22 22 35 20 40 37 39 20 29 21 94 31 74 595 43 24 110 195 119
leaf_count=520 76 22 127 28 86 48 40 446 41 93 24 22 22 35 20 40 37 39 20 29 21 94 31 74 595 43 24 110 195 119
internal_value=0 0.000519157 0.000466794 0.000924923 0.000547181 0.000936226 0.000737847 0.00094249 0.000980587 0.000908281 0.00064709 0.000272525 0.000866408 0.000876874 0.000853442 0.000822274 0.000956995 0.000469433 0.000599384 0.0008372 0.000819772 0.000438765 0.000232941 0.000974681 0.000970448 0.000544755 0.000487815 0.00051747 0.000833546 0.000819462
internal_weight=0 691 615 2430 435 2335 126 2287 1082 1205 95 180 648 626 533 424 557 309 59 404 364 250 158 109 1041 67 156 134 343 314
internal_count=3121 691 615 2430 435 2335 126 2287 1082 1205 95 180 648 626 533 424 557 309 59 404 364 250 158 109 1041 67 156 134 343 314
is_linear=0
shrinkage=0.00196078


Tree=4432
num_leaves=31
num_cat=0
split_feature=1 3 1 132 45 42 0 12 12 43 1 2 2 2 15 159 43 160 156 157 51 16 52 474 159 16 48 1447 0 151
split_gain=0.679964 0.185514 0.151613 0.140293 0.103684 0.0859554 0.085636 0.0760841 0.1269 0.075478 0.080663 0.0727293 0.0843498 0.179667 0.118944 0.0811757 0.0780454 0.0694504 0.0694086 0.0624534 0.0774985 0.0751999 0.127468 0.102925 0.215037 0.353083 0.111369 0.158278 0.09361 0.091856
threshold=0.10124500000000002 -0.049509999999999992 0.16540500000000002 -1.0000000180025095e-35 0.10526500000000001 0.11159000000000001 0.22582000000000002 0.10589000000000003 0.11586 -0.072864999999999985 0.11103500000000001 0.14838000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.013270000000000002 0.10323000000000002 -0.077319999999999986 -0.0071899999999999993 0.096630000000000008 -0.48214999999999997 0.13995500000000002 0.013515000000000001 -0.13993999999999998 0.088510000000000019 0.088800000000000004 0.22339500000000004 0.091545000000000015 -0.082659999999999997 -0.055064999999999996 0.009020000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 -2 5 11 19 9 -9 17 -11 12 15 -14 18 16 -3 -5 -15 -1 21 22 -21 24 26 -26 27 -23 -25 -24
right_child=1 2 -4 7 -6 -7 -8 8 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 23 29 28 25 -27 -28 -29 -30 -31
leaf_value=0.013389561608034587 -0.0010026146733687947 0.00266309795215242 -0.004295382495969534 0.0099689289476842663 0.010100050194887446 -0.0017262386758961985 0.0013892062241211535 0.0007781344560152363 0.0088691353539211894 0.0080565416332319725 0.014083812018746839 0.00028488292306099301 0.014091857427376368 0.0029437763274957739 0.010799110930663748 0.0073292141425467666 -0.0039077759265118018 0.0041230250972765104 0.0086688354494981468 0.012407506030285731 0.0037057958554129961 0.016163216070050286 0.0082630719166389994 0.0078490859622653616 -0.0098102968629627009 0.0076234518823464622 0.0026470338540835955 0.0071466471690587331 0.015169173318892719 0.0045647875509790279
leaf_weight=21 23 51 25 31 24 31 20 42 36 64 34 53 21 180 26 21 28 59 24 72 43 21 1655 58 21 26 49 267 25 70
leaf_count=21 23 51 25 31 24 31 20 42 36 64 34 53 21 180 26 21 28 59 24 72 43 21 1655 58 21 26 49 267 25 70
internal_value=0 0.00448542 0.00328833 0.00649022 0.00370139 0.00334836 0.00790483 0.0071381 0.00451244 0.00822747 0.0101476 0.00373775 0.00425912 0.0052376 0.00442917 0.00180314 0.000334181 0.00613661 0.00361731 0.0079608 0.00791139 0.00799126 0.00828506 0.00686072 0.00617052 -0.000166095 0.00705426 0.00780411 0.0100539 0.008113
internal_weight=0 773 484 289 459 435 2348 266 78 188 98 404 351 251 230 100 79 90 204 2328 2307 2264 1797 467 384 47 337 288 83 1725
internal_count=3121 773 484 289 459 435 2348 266 78 188 98 404 351 251 230 100 79 90 204 2328 2307 2264 1797 467 384 47 337 288 83 1725
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 10 14 2 42 4 3 4 150 4 12 15 123 1 16 39 2 4 3 475 15 12 0 160
split_gain=36.1388 5.45615 3.73216 3.21547 1.96206 1.75172 1.56865 1.32768 1.31101 0.927845 0.865821 0.865173 0.767137 0.636774 0.597221 0.505355 0.508867 0.56915 0.472816 0.41982 0.403944 0.358371 0.414922 0.349581 0.374125 0.317749 0.311023 0.295325 0.269468 0.265407
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10527500000000002 0.10045500000000002 -0.022174999999999997 -0.0079749999999999977 0.062655000000000016 0.13501500000000002 -0.0060199999999999993 0.42051500000000003 0.30112000000000005 0.27044500000000005 1.0000000180025095e-35 -0.081224999999999978 0.051320000000000005 -0.10469999999999999 0.088205000000000019 0.14627000000000004 -1.0000000180025095e-35 0.084780000000000008 -0.0091949999999999983 -0.55119499999999988 -0.12711499999999995 -0.07550999999999998 -0.040439999999999997 0.091200000000000017 -0.066089999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 28 19 13 14 -5 12 18 15 25 23 17 -17 26 -4 -19 -12 -23 -1 -25 -7 -9 -18 -3 -13
right_child=1 2 7 10 -6 9 -8 11 -10 -11 21 29 -14 -15 -16 16 27 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014891108639303273 0.001165928700553306 0.0011849419964002628 0.00030638991404080643 0.0011677166603093903 0.00061788039375748095 0.0012655351838514954 0.0006323303111709529 0.00095874740424637252 0.0014584489708563387 0.00081686964867259157 0.00052168224251432902 0.00053790126428437219 0.00034905903125229137 0.00086889043848782297 0.00082954419776797288 0.001332806572889733 0.0012187512568789137 0.00090938714115651757 0.00047764663105173141 -2.0777444921287835e-05 0.0012058484757599098 0.00060665947509640683 0.00095646245240726892 0.001043128417729644 0.0012553920831866621 0.0011026671272914006 0.00065780849952666749 0.0011523966765176947 0.00094736033271018358 0.00032164096552650352
leaf_weight=23 72 50 38 22 199 54 43 31 79 48 23 30 27 22 28 23 713 67 20 25 24 22 32 34 523 313 23 404 29 80
leaf_count=23 72 50 38 22 199 54 43 31 79 48 23 30 27 22 28 23 713 67 20 25 24 22 32 34 523 313 23 404 29 80
internal_value=0 0.000656126 0.000594435 0.00117084 0.00073791 0.00118539 0.000933695 0.00042635 0.00121113 0.00107429 0.000824664 0.000500932 0.000631963 0.00120047 0.00110557 0.0012045 0.00118202 0.00105723 0.000735185 0.000176562 0.000987575 0.000726649 0.00081395 0.00125222 0.00124244 0.00112663 0.00083057 0.00119475 0.00109773 0.000380621
internal_weight=0 667 595 2454 321 2355 122 274 1912 443 99 211 101 1833 395 1811 1231 114 74 63 91 77 54 580 557 367 54 1117 79 110
internal_count=3121 667 595 2454 321 2355 122 274 1912 443 99 211 101 1833 395 1811 1231 114 74 63 91 77 54 580 557 367 54 1117 79 110
is_linear=0
shrinkage=0.00196078


Tree=4434
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 14 47 1 4 2 1 52 1 51 48 1 3 12 0 52 131 47 151 1 15 12 39 4
split_gain=25.8905 4.3022 2.601 2.16841 1.38546 1.37682 1.07914 1.00055 0.916594 0.835157 0.709158 0.659488 0.504428 0.360632 0.398714 0.359715 0.421132 0.288619 0.282126 0.264033 0.255958 0.240883 0.232329 0.228854 0.224279 0.210378 0.183106 0.181467 0.208158 0.200014
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.27834500000000006 0.089775000000000008 0.15022500000000003 -0.56176499999999996 0.089770000000000016 -0.091239999999999974 0.090225000000000014 0.091450000000000017 0.42240500000000009 0.11472500000000001 -0.026509999999999995 0.056145000000000007 0.09031500000000002 0.090100000000000013 -0.088784999999999989 0.12958500000000003 0.095175000000000023 0.096990000000000007 0.089790000000000023 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 5 4 6 23 7 11 12 -5 -7 17 19 -13 27 -16 -17 -1 -14 21 -6 25 -2 24 -3 -4 -9 28 29 -15
right_child=1 2 8 9 20 10 -8 26 -10 -11 -12 13 18 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010625728857339264 0.0010914285337133823 0.00068816593101977334 0.00049685067266754522 0.00096365977164611404 0.00084558608950034394 0.00093388134767839065 0.00059435715277989703 0.0013107347170864703 0.00066968127040899618 0.0005801545339898449 0.00059363546460366057 0.0011553579984709276 0.0003096609819374746 0.0011693899338346681 0.0010385237926361607 0.00051213767817791776 0.00090117754266999875 0.00098269205434507951 2.349338713375961e-05 0.00059313464641960615 0.00055821904600745413 0.00049234670029773935 0.0008582001247631958 0.00070744393959495369 0.00050160200672380996 0.0002818643578524283 0.0011210198248492096 0.00094174199702490692 0.00081933784081124155 0.0010039309405599031
leaf_weight=1116 52 29 21 34 22 72 22 53 37 61 35 43 27 30 20 20 23 206 26 21 26 40 24 32 170 105 31 260 22 441
leaf_count=1116 52 29 21 34 22 72 22 53 37 61 35 43 27 30 20 20 23 206 26 21 26 40 24 32 170 105 31 260 22 441
internal_value=0 0.000577662 0.000523274 0.0010078 0.00101961 0.00063871 0.00102653 0.00103073 0.000382416 0.000717409 0.000822586 0.00102264 0.000338129 0.000980343 0.00097112 0.000821275 0.000720229 0.00105013 0.000169277 0.000385986 0.000689929 0.00035978 0.00101778 0.000553538 0.00052879 0.000317695 0.00124072 0.000983657 0.00100576 0.00101447
internal_weight=0 691 615 2430 2335 338 2287 2265 277 95 107 2181 240 859 816 63 43 1322 53 187 48 166 76 231 199 126 84 753 493 471
internal_count=3121 691 615 2430 2335 338 2287 2265 277 95 107 2181 240 859 816 63 43 1322 53 187 48 166 76 231 199 126 84 753 493 471
is_linear=0
shrinkage=0.00196078


Tree=4435
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 4 4 0 15 150 0 4 1 4 47 15 47 3 3 160 14 1 0
split_gain=59.313 9.82245 5.71322 4.55077 3.44883 3.16036 1.82235 1.58357 1.48526 1.34515 1.26023 1.17162 0.989385 0.865149 0.991085 1.0095 0.74827 0.620582 0.596909 0.587544 0.490214 0.465396 0.404818 0.376531 0.36786 0.36432 0.342903 0.332677 0.32435 0.477942
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14530500000000005 0.14753000000000002 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 0.053180000000000012 0.093140000000000014 -0.41942499999999994 0.090100000000000013 -0.017889999999999996 -0.12711499999999995 -0.067824999999999983 -0.23083499999999998 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 13 11 -5 -6 16 12 -4 14 15 -1 20 -16 -19 -15 28 -21 -13 27 -14 -20 -26 -3 29 -7
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 22 24 19 17 -17 -18 18 25 21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0014515926567591467 0.0013089266988132184 0.00073102198300823091 0.00064101925123181633 0.0011904944067406269 0.0011620558913924711 0.0012408708629487943 0.0016268264513820316 0.00070848796431766841 0.00068197472167653235 0.00066685023918455722 0.00078570345951611614 0.00026636506481023104 0.00044920014306193309 0.0012597592842970003 0.0013633245047446219 0.00095825131405229212 0.0008677412333170406 0.0015892625705018612 0.0010568498492277427 0.0007679938663746797 0.0010934187519806165 0.0011567929957346629 -1.1007063283374178e-05 0.00077193112146337333 0.00041466829899877787 0.0012751671883697601 0.00012576164472218816 0.00050909151772822372 0.0013482260872855424 0.00097300655263311722
leaf_weight=23 71 31 40 34 71 175 76 37 63 30 34 32 35 101 1169 52 28 22 32 20 119 29 55 33 22 360 56 160 81 30
leaf_count=23 71 31 40 34 71 175 76 37 63 30 34 32 35 101 1169 52 28 22 32 20 119 29 55 33 22 360 56 160 81 30
internal_value=0 0.000619162 0.000537811 0.00127642 0.000714159 0.0012936 0.00132939 0.000330904 0.000860219 0.00101497 0.0011492 0.000272693 0.000376001 0.00131688 0.00132979 0.00110954 0.00117774 0.00134022 0.00127498 0.00117428 0.00119917 0.000998099 9.10149e-05 0.000578527 0.000282189 0.00125735 0.000207248 0.000545112 0.00124318 0.00120167
internal_weight=0 673 602 2448 325 2351 1884 277 97 101 467 240 153 1808 1658 75 433 1583 414 150 405 49 87 224 113 392 78 191 286 205
internal_count=3121 673 602 2448 325 2351 1884 277 97 101 467 240 153 1808 1658 75 433 1583 414 150 405 49 87 224 113 392 78 191 286 205
is_linear=0
shrinkage=0.00196078


Tree=4436
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 4 2 2 2 34 12 1 51 47 13 4 3 1 4 16 43 16 15 0 160 131
split_gain=41.4078 7.189 4.02406 3.36954 2.86624 2.03078 1.75012 1.45468 1.32158 1.20822 1.00695 0.823699 0.574029 0.514732 0.49953 0.424325 0.441999 0.428558 0.414612 0.541233 0.40335 0.397471 0.389223 0.35435 0.353403 0.339925 0.335716 0.311226 0.307326 0.304096
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 1.0000000180025095e-35 0.40473500000000007 0.089885000000000007 0.17025000000000004 0.094835000000000017 -0.028109999999999996 0.09320500000000001 0.11669000000000002 -0.085989999999999997 0.090100000000000013 -0.28558999999999996 0.49041500000000005 -0.11171999999999999 0.086920000000000011 0.0052350000000000009 -0.11118499999999999 -0.016814999999999997 -0.45661999999999997 -0.059484999999999989 -0.095504999999999993 -1.0000000180025095e-35 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 15 6 8 12 10 -6 21 13 -1 -4 -10 16 -3 -17 -15 -20 24 -5 -22 -13 -12 -24 -14 -23 -18 -2
right_child=1 2 11 5 9 -7 -8 -9 14 -11 20 23 26 18 -16 17 28 -19 19 -21 22 27 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013518182513041375 0.0013310094595764556 0.00041785217910522292 0.00018800943640663345 0.0012953554383858328 0.0010861681883406176 0.00061804944393681544 0.00082265932387344152 0.00071960424523029819 0.0015272478478884277 0.00066707960245371539 0.0011914452524746165 0.00028470631637310487 0.0011323903745860163 0.00035028355672691843 0.0012833592210857285 0.00045530780224942462 0.00088734260519808214 0.00069441696827574702 0.00079865239741956976 0.0004259880338436149 0.0012275255062371676 0.0010634790795120102 0.0012687123255582236 -5.2235910562880119e-05 0.00087332405235575523 0.0010882732604709977 0.00081117947829917152 0.0012402715104618423 0.00066617670994769469 0.0010641793361286713
leaf_weight=26 52 23 25 927 87 20 37 67 88 38 25 28 29 41 51 97 30 41 29 31 489 43 52 21 29 176 22 349 124 24
leaf_count=26 52 23 25 927 87 20 37 67 88 38 25 28 29 41 51 97 30 41 29 31 489 43 52 21 29 176 22 349 124 24
internal_value=0 0.000677821 0.000607515 0.00122179 0.000707542 0.00124012 0.00124561 0.000930875 0.00125263 0.000958765 0.00124032 0.000356018 0.00111471 0.000439908 0.00143776 0.00060785 0.000671394 0.000526347 0.000502259 0.000606109 0.00118402 0.00127322 0.00119633 0.000140303 0.0010206 0.00112943 0.000993829 0.00122088 0.000709261 0.00124675
internal_weight=0 691 615 2430 440 2286 2266 144 2229 125 2090 175 77 126 139 315 177 138 101 60 771 1319 717 49 54 228 51 392 154 76
internal_count=3121 691 615 2430 440 2286 2266 144 2229 125 2090 175 77 126 139 315 177 138 101 60 771 1319 717 49 54 228 51 392 154 76
is_linear=0
shrinkage=0.00196078


Tree=4437
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 16 2 0 1 3 3 13 130 160 47 47 4 16 16 0 16 4 4 16 12
split_gain=47.2162 7.57831 4.68268 4.1281 3.18225 2.28166 1.52387 1.51739 1.22056 1.06205 0.935758 0.780193 0.779321 0.813944 0.550809 0.592223 0.486145 0.488176 0.547149 0.478563 0.465708 0.46184 0.368258 0.353762 0.335685 0.404724 0.317326 0.313503 0.319023 0.317202
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.077845000000000011 -0.52595999999999987 0.17025000000000004 -0.10096999999999999 0.085345000000000018 -0.13927999999999999 -0.10831999999999999 -0.004174999999999999 -0.070634999999999989 -1.0000000180025095e-35 0.078875000000000015 0.13011000000000003 0.0082450000000000006 -0.091354999999999978 -0.069894999999999985 -0.15202999999999997 -0.059624999999999991 -0.036839999999999991 -0.011209999999999999 -0.45661999999999997 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 16 7 -6 12 10 -5 -7 20 13 24 -12 -16 -3 -18 -19 22 -4 -14 -15 -20 -1 -26 -2 29 -29 -17
right_child=1 2 11 9 6 8 -8 -9 -10 -11 14 -13 21 19 15 27 17 18 23 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0014636287808306966 0.0013242602956061269 0.00049905147965473014 0.00032171706563599827 0.0011455330413346198 0.0010875178074045064 0.00075215663826988749 0.00061850591008764466 0.0015549416076235411 0.00083224444712506115 0.0006927559486770026 0.0013275397486421717 8.1911288304668085e-05 0.0012812512549630951 0.00065671774418720233 0.00081832993410381613 0.0013063530527723337 0.0003772419658215607 0.00095220258812499193 0.00070527119146664293 0.001210251307370616 0.0006479320050600697 0.0011135447469323573 0.0010158535656785213 0.00040351371773902103 0.0012801220455063347 0.00096681070361581754 0.0010370384300011101 0.0012928106529893828 0.0010811863290732275 0.0011534428642526466
leaf_weight=21 50 178 106 28 84 21 39 70 48 69 77 49 1453 21 20 89 20 27 59 20 20 66 23 20 51 23 21 32 190 126
leaf_count=21 50 178 106 28 84 21 39 70 48 69 77 49 1453 21 20 89 20 27 59 20 20 66 23 20 51 23 21 32 190 126
internal_value=0 0.00063344 0.000561984 0.00121986 0.000672693 0.00123622 0.000938807 0.00127209 0.00113221 0.000823454 0.00115816 0.000291853 0.00126029 0.00112968 0.00117412 0.00114827 0.000565022 0.000658219 0.000711233 0.000958761 0.000373497 0.00127396 0.000844448 0.000628877 0.00124483 0.00118274 0.00123931 0.00116337 0.00111169 0.00121674
internal_weight=0 673 602 2448 427 2351 123 1748 603 97 555 175 1678 159 534 457 304 126 106 64 126 1519 44 79 95 74 71 437 222 215
internal_count=3121 673 602 2448 427 2351 123 1748 603 97 555 175 1678 159 534 457 304 126 106 64 126 1519 44 79 95 74 71 437 222 215
is_linear=0
shrinkage=0.00196078


Tree=4438
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 2 4 52 1 1 2 52 2 150 4 16 160 4 48 0 12 15 48
split_gain=43.458 7.16348 4.51919 3.92586 2.37368 2.31066 1.48973 1.33996 1.26757 1.05904 1.03837 1.02176 0.791686 0.753333 0.474246 0.466023 0.406114 0.441423 0.353449 0.380216 0.420321 0.339725 0.380879 0.334108 0.275684 0.266663 0.262176 0.305719 0.261966 0.261245
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.077845000000000011 0.089775000000000008 0.14838000000000004 0.27834500000000006 -0.56176499999999996 0.091450000000000017 0.089770000000000016 0.097845000000000015 -0.024714999999999997 0.11510000000000002 0.08926000000000002 0.038415000000000012 -0.12029499999999999 -1.0000000180025095e-35 0.23246000000000003 0.083685000000000009 0.18019500000000002 0.090545000000000014 0.095175000000000023 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 12 11 24 -5 15 13 -4 -13 -1 21 -18 -3 20 -20 26 -23 -15 -6 -12 27 29 -10 -16
right_child=1 2 7 10 9 -7 -8 -9 28 -11 25 14 -14 23 16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013517873114149296 0.0012917390602599479 0.00061333788392798846 0.0007252650251696693 0.0012074734796495999 0.0012455021045881479 0.0008712332643697106 0.00079815442907937709 0.00081530083775338698 0.0016309658598114816 0.00068881092410461573 0.00059226998554092218 0.0014498095750482562 0.00026095603659216844 0.00059360393779534914 0.0013925878951946895 0.0012502832079720047 0.00087085729096314491 0.0012117624677279416 0.00099940118836421596 0.00065747380043408837 0.00066959972864662112 0.0012696519670581895 0.001097163387616383 0.00035291711707420071 0.0010086197829714009 0.00085026347713279115 0.0010555549477245293 0.0012552807922357378 0.0014040456814980069 0.0011516170685782151
leaf_weight=1116 76 108 41 28 51 48 22 37 53 24 24 43 84 30 128 206 23 40 39 62 24 96 101 85 30 43 20 388 31 20
leaf_count=1116 76 108 41 28 51 48 22 37 53 24 24 43 84 30 128 206 23 40 39 62 24 96 101 85 30 43 20 388 31 20
internal_value=0 0.000723824 0.000653642 0.0012811 0.000805803 0.001297 0.00130593 0.000467972 0.00131086 0.00105058 0.000890369 0.00130176 0.000414426 0.000497064 0.00124911 0.00133597 0.00123853 0.00108731 0.000695497 0.000766483 0.000873763 0.00125119 0.00118122 0.000415705 0.00115777 0.000757848 0.00127598 0.0012842 0.00154722 0.00136002
internal_weight=0 691 615 2430 338 2335 2287 277 2265 105 95 2181 240 156 859 1322 816 63 233 125 63 753 197 115 81 67 556 536 84 148
internal_count=3121 691 615 2430 338 2335 2287 277 2265 105 95 2181 240 156 859 1322 816 63 233 125 63 753 197 115 81 67 556 536 84 148
is_linear=0
shrinkage=0.00196078


Tree=4439
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 2 11 4 12 123 16 2 2 2 1 2 1428 2 481 42 42 1456 42 42 50 15 1452 0 1
split_gain=1.71149 0.36109 0.220793 0.195263 0.176147 0.163872 0.164469 0.135146 0.127899 0.121226 0.119915 0.094794 0.0936625 0.109187 0.203263 0.0914593 0.0885278 0.0842915 0.0891654 0.0826291 0.106704 0.17221 0.143146 0.150383 0.11354 0.0979351 0.107799 0.0865289 0.0962251 0.127031
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.40124500000000002 0.10005000000000001 1.0000000180025095e-35 0.41257000000000005 0.09320500000000001 0.084025000000000016 -0.034884999999999992 0.13404500000000005 -1.0000000180025095e-35 0.10613000000000002 0.107145 0.14122000000000004 0.094820000000000015 0.11411 -0.050084999999999991 0.088295000000000012 0.090310000000000015 -0.089834999999999984 0.085730000000000015 0.083865000000000009 0.12045500000000002 -0.0079099999999999986 0.086765000000000023 -0.11437499999999999 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 12 -4 6 7 19 17 11 16 -9 13 -3 15 -15 -8 18 -2 20 22 -22 -1 24 -24 27 -27 28 29 -21
right_child=1 2 4 -5 -6 -7 10 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 25 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0096896824964250519 0.011676445806119592 0.0036758876429234125 -0.007021850593654174 0.016027738803531973 0.0032962192294713208 0.0038748381892219188 0.011679928153565639 0.014617444533921246 0.0062383795284404187 0.0098563512875920259 0.0039363526157103479 0.021702956000524687 0.0030620296889905599 0.0079262274084612727 0.0060479439612321668 0.016448516045313548 0.006788933227156721 0.016837064398452641 0.0052400150748256316 0.012292537558823825 0.0058762298866866097 0.015292658004909754 0.020071988576842892 0.02357610957132596 0.012132830545306207 0.012416806695266413 0.0029057277154854754 0.016614862503308171 0.012725384418052797 0.0052452419543775122
leaf_weight=26 125 79 21 20 78 22 380 35 64 21 24 41 89 20 137 34 41 25 26 68 31 52 31 33 43 26 22 53 1413 41
leaf_count=26 125 79 21 20 78 22 380 35 64 21 24 41 89 20 137 34 41 25 26 68 31 52 31 33 43 26 22 53 1413 41
internal_value=0 0.00690172 0.00531268 0.00641112 0.00110754 0.0124658 0.0125452 0.0129437 0.0100666 0.0165816 0.0108117 0.0184399 0.00587537 0.00680273 0.00809603 0.0132921 0.0112036 0.0114587 0.0105682 0.0127518 0.0145892 0.0117757 0.016345 0.0179622 0.0154587 0.0125072 0.00805756 0.0126429 0.0125045 0.00964172
internal_weight=0 718 478 379 99 2403 2381 1936 240 97 445 76 359 270 191 54 421 176 151 1839 216 83 133 107 74 1623 48 1575 1522 109
internal_count=3121 718 478 379 99 2403 2381 1936 240 97 445 76 359 270 191 54 421 176 151 1839 216 83 133 107 74 1623 48 1575 1522 109
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 124 2 42 16 16 14 43 4 3 3 4 49 12 2 133 13 13 131 15 1 133 133 403 1213 16
split_gain=1.38631 0.292483 0.178842 0.158163 0.142679 0.142675 0.119077 0.111817 0.106363 0.0992411 0.0893223 0.0874187 0.106315 0.143751 0.11376 0.0912161 0.0879512 0.0782615 0.077067 0.106189 0.120863 0.0756234 0.0739556 0.0738731 0.0818182 0.0734112 0.144856 0.0813613 0.103738 0.0984966
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.062879999999999978 -0.076779999999999987 0.13404500000000005 -0.0060199999999999993 -0.25582999999999995 0.13751500000000003 0.062655000000000016 -0.52440999999999993 -0.49013999999999996 -0.20241999999999996 0.090900000000000009 -0.15289999999999995 -0.069799999999999987 0.10806000000000002 0.13712500000000002 0.089200000000000015 -0.059629999999999996 -0.081029999999999977 0.091295000000000015 0.095175000000000023 0.07863500000000001 0.11524500000000001 0.12330000000000001 -0.071919999999999984 -0.051744999999999992 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 18 -4 7 10 -1 17 -8 11 -7 -13 -14 15 -15 -16 -2 19 21 -21 -3 -6 24 -12 -17 -27 29 -29 -28
right_child=1 2 4 -5 22 6 9 -9 -10 -11 23 12 13 14 16 25 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.011567849995425115 0.0079487510080749196 0.0042966087719719329 -0.006319665389379398 0.014424965230282397 0.0047747673256049771 0.0047770617622882134 0.0024370643706923285 0.0046189000290356936 0.010548508599094931 0.011485022319142115 0.012376983880834736 0.014476810758760958 0.0037211029157042507 0.0062812260048689715 0.013039280883967878 0.011852081323360741 0.0052148992251079794 0.00084016296868434268 0.0023369377141188776 0.0066116303903982045 -0.0039945541038399653 0.0080430960339127177 -0.0022770958999171853 0.01077145025464556 0.020248837330408637 0.0031649562771673559 0.0083782474093678748 0.012660970708922201 0.0039653123027699839 0.013063145083231996
leaf_weight=39 59 80 21 20 58 20 27 57 160 22 23 108 25 33 20 1613 51 21 71 22 21 165 20 31 31 27 63 23 34 156
leaf_count=39 59 80 21 20 58 20 27 57 160 22 23 108 25 33 20 1613 51 21 71 22 21 165 20 31 31 27 63 23 34 156
internal_value=0 0.00621155 0.00478141 0.00577 0.000996784 0.0112192 0.0113764 0.00744191 0.00905992 0.00649941 0.0114823 0.0113579 0.011419 0.0112575 0.0113508 0.011494 0.00741895 0.00608275 0.00528783 0.00601531 0.00143187 0.00681975 0.0029666 0.0146623 0.016896 0.0115838 0.0101556 0.0108395 0.00747409 0.0117154
internal_weight=0 718 478 379 99 2403 2307 96 240 49 2258 2173 2153 2045 2020 1949 71 80 359 288 43 245 78 85 54 1916 303 276 57 219
internal_count=3121 718 478 379 99 2403 2307 96 240 49 2258 2173 2153 2045 2020 1949 71 80 359 288 43 245 78 85 54 1916 303 276 57 219
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 2 47 4 2 14 49 14 16 52 2 3 1 1 43 13 3 0 1 4 0
split_gain=68.0016 8.02963 6.73451 4.56831 3.93242 3.36744 2.54024 2.18592 1.9241 1.9145 1.48217 1.42715 1.09612 1.09171 0.91151 0.852037 0.782107 0.889198 0.745119 1.04287 1.16761 0.671375 0.666461 0.612386 0.710562 0.559304 0.558746 0.556101 0.49739 0.492837
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.13501500000000002 0.077555000000000013 0.00063500000000000004 0.11389000000000002 0.076975000000000002 -0.012034999999999999 0.062655000000000016 0.10994000000000002 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 0.16175000000000003 0.12000500000000001 -0.079734999999999986 -0.0075049999999999987 0.090900000000000009 -0.093584999999999988 0.12958500000000003 -0.033174999999999989 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 11 7 14 22 -6 27 12 13 26 16 29 -2 17 25 19 20 -10 -7 -3 -11 -25 28 -8 -9 -1 -4
right_child=1 5 6 -5 8 21 10 9 18 23 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001191173885382858 0.0010731475332788393 0.00083347464412499494 0.0015082257166464622 0.00081212123161034729 0.0016291524317501639 0.0004806533619261312 0.0018529086470270022 0.0015087296804429801 0.00092468318999653644 0.00052731789375408422 0.0011646865337502723 0.0019009298503565855 0.0014438038770140721 0.0010371008167481598 0.0019735116204115228 0.0015196864044600233 0.0018855681401841779 0.0017358136343144043 0.0013985604962424548 0.00081449094269133782 0.0013984489287523661 9.13008016183708e-05 0.00045191646578741375 0.00074949927801931681 0.0010333221560964981 0.0011490303638889469 0.0015977233332005541 0.0010569727033668875 0.0015401882820157572 0.0016919108954820601
leaf_weight=20 20 24 59 74 28 90 35 22 40 23 36 35 196 20 43 92 20 38 23 57 40 21 66 78 60 28 574 20 73 1166
leaf_count=20 20 24 59 74 28 90 35 22 40 23 36 35 196 20 43 92 20 38 23 57 40 21 66 78 60 28 574 20 73 1166
internal_value=0 0.000853046 0.00159225 0.00119017 0.00136614 0.000697837 0.00163749 0.00080802 0.00115497 0.000920789 0.00155393 0.0015358 0.00157134 0.00147158 0.00169291 0.00143995 0.00152012 0.00147416 0.00107199 0.00101716 0.00116157 0.000406992 0.000553665 0.000823532 0.000872901 0.00139198 0.00161239 0.00129361 0.00146513 0.00168306
internal_weight=0 590 2531 186 422 404 2109 293 188 203 841 234 805 199 1268 112 179 159 160 137 80 111 90 161 138 121 609 42 93 1225
internal_count=3121 590 2531 186 422 404 2109 293 188 203 841 234 805 199 1268 112 179 159 160 137 80 111 90 161 138 121 609 42 93 1225
is_linear=0
shrinkage=0.00196078


Tree=4442
num_leaves=31
num_cat=0
split_feature=1 52 3 124 2 4 148 11 9 2 15 15 15 12 3 51 10 123 401 147 147 39 1213 401 43 43 43 3 15 3
split_gain=1.40032 0.321649 0.213104 0.145603 0.140467 0.14532 0.131425 0.126692 0.10778 0.182643 0.106804 0.165353 0.122263 0.104531 0.11073 0.101742 0.101255 0.0967649 0.0937426 0.0885538 0.0871883 0.0833198 0.0813701 0.0802417 0.0811164 0.138306 0.115531 0.141569 0.283508 0.110588
threshold=0.10312500000000001 -0.52606999999999993 0.31370500000000007 0.0049200000000000008 0.097070000000000004 0.27044500000000005 -0.098399999999999974 0.080455000000000013 -1.0000000180025095e-35 0.11474000000000002 -0.41942499999999994 -0.11713499999999999 -0.077844999999999984 -0.54415499999999983 0.42240500000000009 0.14122000000000004 -0.0087699999999999983 0.084025000000000016 1.0000000180025095e-35 0.08789000000000001 1.0000000180025095e-35 0.10166000000000001 -0.058539999999999995 0.083100000000000021 0.093175000000000022 0.21122500000000002 0.064745000000000011 -0.12018999999999998 0.024640000000000006 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 -3 23 16 10 -10 -12 -13 -4 -15 20 -8 18 21 -14 -11 -6 -20 24 26 -26 27 28 -1 -28
right_child=1 2 13 -5 17 -7 8 -9 9 15 11 12 19 14 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0026066103772748087 0.012959698454212788 -0.0010692839883267881 0.0072887258060897395 0.00030634856246049622 0.010988258894459611 0.0035083586205950099 0.0071915557638051048 0.017114873756137159 0.0047193558322951986 0.0056433772938032185 0.019129045680165293 0.0058945829804498157 0.012622564942645149 0.0021523751418239304 -0.0060887774189367248 0.012284053079783917 -0.0010290420299058716 0.0043361064030564035 0.010353018060171356 0.0056211756521158604 -0.00071498126909136774 0.0043922494351863869 0.0022783406737359587 0.013655896042981067 0.019284379796258043 0.011876061880029739 0.011253961324691773 0.011633059216016699 0.012885550004904401 0.00073790179565548899
leaf_weight=21 67 20 24 36 451 21 31 45 38 157 20 61 101 56 23 20 29 29 24 22 25 20 26 195 35 90 20 1367 27 20
leaf_count=21 67 20 24 36 451 21 31 45 38 157 20 61 101 56 23 20 29 29 24 22 25 20 26 195 35 90 20 1367 27 20
internal_value=0 0.00635658 0.0056893 0.00645819 0.0113605 0.0117794 0.00688084 0.0118749 0.00719632 0.00773389 0.0095869 0.0104936 0.00955497 0.00150894 -0.000246948 0.00551394 0.00321827 0.00995819 0.0102711 0.0113703 0.00476998 0.0107082 0.00615419 0.011742 0.0115058 0.0139504 0.0112958 0.0114456 0.00610773 0.00599593
internal_weight=0 730 663 560 2391 1841 524 1820 504 444 242 204 184 103 79 202 60 550 521 123 182 471 50 1775 1580 125 1455 1415 48 40
internal_count=3121 730 663 560 2391 1841 524 1820 504 444 242 204 184 103 79 202 60 550 521 123 182 471 50 1775 1580 125 1455 1415 48 40
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 2 4 4 47 15 2 14 4 157 0 0 52 1 124 1 4 40 43 2 52 0 0 4
split_gain=49.1938 6.23697 5.30545 3.91911 2.9808 2.32111 2.18464 2.07271 1.93968 1.4984 1.48075 0.900367 0.887304 0.789146 0.782871 0.734063 0.60975 0.736052 0.571271 0.902098 0.757037 0.542891 0.535078 0.531094 0.463942 1.10953 0.455182 0.422431 0.404927 0.359087
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27287000000000006 0.091545000000000015 0.14285500000000004 -0.17966999999999997 0.40124500000000002 0.077555000000000013 -0.43375999999999998 0.13501500000000002 0.062655000000000016 0.0052350000000000009 -0.080299999999999996 -0.14832499999999996 -0.13027499999999997 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.14860500000000001 0.51303500000000013 -0.065259999999999999 -0.08076499999999999 0.11177500000000001 0.096795000000000006 -0.093584999999999988 -0.062764999999999974 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 7 16 23 -6 -5 13 22 14 15 27 -1 -4 -18 19 20 -10 -13 -7 -3 28 -26 -17 -8 -2 -19
right_child=1 5 6 9 8 11 12 -9 18 -11 -12 21 -14 -15 -16 26 17 29 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00085869365579941694 0.00034462323118380356 0.00063910393975675106 0.0016383315515674018 0.0012972944634237105 0.0014215622410303406 0.00077179333742927105 0.0015255376649022483 0.00036464292024732689 0.00075704261088390757 0.00078547753024017634 0.0016489507387332221 0.00029769350476283263 0.0009915018782896154 0.0015810092261024549 0.0011884026380170171 0.0012655978717100581 0.0010800496877408495 0.0014294608756166751 0.0011480944921903294 0.00066516130918493324 0.0011843873275983153 -6.634388066807381e-05 0.00040813335016662001 0.0010140975812691925 0.0011134326236323783 0.00068146755402135348 0.00096652092759871421 0.001324246582801291 0.00072121525346877124 0.0012979388558057364
leaf_weight=25 21 20 48 91 28 20 43 42 30 29 35 63 36 20 171 131 25 1109 23 73 34 21 70 53 29 108 23 591 23 86
leaf_count=25 21 20 48 91 28 20 43 42 30 29 35 63 36 20 171 131 25 1109 23 73 34 21 70 53 29 108 23 591 23 86
internal_value=0 0.000701282 0.00133001 0.000898823 0.00112932 0.00049554 0.00137016 0.000711689 0.000945464 0.00117361 0.00127703 0.000352682 0.00129267 0.00121161 0.00130614 0.00117034 0.00142156 0.00141303 0.000862146 0.00081414 0.000984069 0.000206684 0.000488947 0.00091136 0.000716647 0.000772905 0.00122093 0.0013379 0.000541478 0.00142
internal_weight=0 590 2531 301 422 289 2109 115 188 120 234 174 841 199 805 179 1268 1220 160 137 64 84 90 73 181 137 154 634 44 1195
internal_count=3121 590 2531 301 422 289 2109 115 188 120 234 174 841 199 805 179 1268 1220 160 137 64 84 90 73 181 137 154 634 44 1195
is_linear=0
shrinkage=0.00196078


Tree=4444
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 51 160 12 43 3 4 39 49 0 13 15 12 11 43 42 132 52 52 4 15 42 158 481 52 1
split_gain=1.36284 0.303585 0.202384 0.138327 0.134455 0.116009 0.121364 0.111227 0.109517 0.0917924 0.10936 0.0949404 0.090096 0.11227 0.11635 0.108456 0.0836857 0.14511 0.10769 0.118742 0.155005 0.0927254 0.163955 0.12256 0.0968622 0.0893338 0.0808118 0.0841468 0.0970889 0.105469
threshold=0.10312500000000001 -0.52606999999999993 0.13707500000000003 0.40124500000000002 0.092235000000000025 -0.41109999999999997 -0.24498999999999996 0.11472500000000001 0.084740000000000024 0.090900000000000009 -0.42529999999999996 0.10076500000000001 -1.0000000180025095e-35 -0.040504999999999992 -0.059629999999999996 -0.30407999999999996 0.11734000000000001 1.0000000180025095e-35 0.062770000000000006 0.091205000000000008 -0.26631499999999991 0.024145000000000003 0.10024500000000001 0.053925000000000008 -0.095869999999999983 -0.064119999999999996 0.08673500000000002 -0.08452999999999998 0.008405000000000001 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 26 -3 -7 8 -8 11 -11 16 -4 15 -15 -14 17 18 21 20 -20 24 23 -23 -6 -18 -1 -28 29 -29
right_child=1 2 12 -5 9 6 7 -9 -10 10 -12 -13 13 14 -16 -17 25 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.01160856632356945 0.012714465789552501 0.012577100533751712 -0.0022512862428782448 0.0033430705243848607 0.004819522337129456 0.013186766897949079 0.005030479530591183 0.011565169671666809 0.011859601590782405 0.011412033538467118 0.0031757766932347105 0.0048582006245851518 0.0035271964883431791 -0.0045530461634580906 0.0045179056420531728 0.011489941069605547 0.012977112656725305 0.016224059416876678 0.012870417078956961 0.013273915782984761 0.0024236054478061139 0.021392157013178804 0.011063543949861771 0.012829599626628416 0.010731269996067744 0.0051815174116125826 0.0099088781768128884 0.016708520556921545 0.020066842413507403 0.0094241532477151082
leaf_weight=1434 67 31 31 22 32 24 387 32 25 28 38 28 50 26 31 26 21 52 20 27 49 32 167 35 207 49 37 46 32 35
leaf_count=1434 67 31 31 22 32 24 387 32 25 28 38 28 50 26 31 26 21 52 20 27 49 32 167 35 207 49 37 46 32 35
internal_value=0 0.00629945 0.00565117 0.0112359 0.0113092 0.00665279 0.00626037 0.00588597 0.00544487 0.0102391 0.00666995 0.0105667 0.00260356 0.00373514 0.000380279 0.00625129 0.010798 0.0111675 0.0107054 0.00765167 0.00545167 0.0113251 0.0127402 0.0169192 0.00993974 0.0075202 0.0118396 0.014048 0.0154033 0.013561
internal_weight=0 730 663 2391 2369 499 468 444 412 785 66 719 164 133 57 76 691 621 569 96 69 473 234 67 239 70 1584 150 113 81
internal_count=3121 730 663 2391 2369 499 468 444 412 785 66 719 164 133 57 76 691 621 569 96 69 473 234 67 239 70 1584 150 113 81
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 14 47 4 2 4 2 150 0 15 4 12 1 47 1 475 4 47 15 0 4 4 3 4
split_gain=64.2831 9.90482 6.31236 5.01258 3.55378 3.29786 1.77913 1.70092 1.68551 1.61939 1.45666 1.20066 1.16962 1.05151 1.04852 1.09177 0.975511 0.818862 0.695459 0.603365 0.524466 0.489879 0.457493 0.415334 0.41364 0.387204 0.361349 0.346805 0.332542 0.328069
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.13501500000000002 0.033845000000000007 0.14753000000000002 1.0000000180025095e-35 -0.11173999999999999 -0.097454999999999986 0.27834500000000006 0.088245000000000004 0.083345000000000016 0.093140000000000014 0.089770000000000016 -0.07675499999999999 -0.03898999999999999 0.090100000000000013 -0.41942499999999994 -0.060129999999999996 0.42051500000000003 -0.50940999999999981 -0.010424999999999999 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 23 7 -5 11 12 29 13 14 16 21 15 -1 -4 20 -13 -20 27 -7 -2 -3 -14 -19 -26 -16 -18 -6
right_child=1 2 8 6 9 10 -8 -9 -10 -11 -12 18 24 -15 17 -17 28 25 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00171363753634239 0.001632749507191524 0.00077094471501645411 0.00084817099706674967 0.0014514165456732252 0.0016225583691334303 0.0016299054840532672 0.00089485996880780451 0.0018686977202616731 0.00094827032414927749 0.00088448724127374587 0.0010737267642409779 0.0014942630679948517 0.00047752533462377923 0.0010600634195186474 0.0018857607247985942 0.0012005877117612321 0.0006328230547751663 0.0015596521026664449 0.00094758317203206177 0.0013902776038993282 0.0013800158875064321 0.0014318195064695609 0.0013098031259949569 0.0010091651224410044 0.00031728845418376079 0.0013566919943650317 -1.3100641834385255e-05 0.0016413473367009931 0.00041159818478766629 0.0013287211348320923
leaf_weight=23 48 191 40 34 21 56 63 76 34 32 48 101 32 27 23 52 41 738 20 29 29 336 26 33 35 38 20 755 72 48
leaf_count=23 48 191 40 34 21 56 63 76 34 32 48 101 32 27 23 52 41 738 20 29 29 336 26 33 35 38 20 755 72 48
internal_value=0 0.000842509 0.000758901 0.00152675 0.000943719 0.00154478 0.00108994 0.00158134 0.000539682 0.00124907 0.00139727 0.00156926 0.000481798 0.00143434 0.00158446 0.00135792 0.000585017 0.00159519 0.00140127 0.00120959 0.00163892 0.00146012 0.00151928 0.00080604 0.000300275 0.00154971 0.000197147 0.00164857 0.000491866 0.00141815
internal_weight=0 673 599 2448 325 2351 97 1884 274 101 467 1808 240 419 1658 75 153 1583 150 49 807 392 74 224 87 776 55 778 113 69
internal_count=3121 673 599 2448 325 2351 97 1884 274 101 467 1808 240 419 1658 75 153 1583 150 49 807 392 74 224 87 776 55 778 113 69
is_linear=0
shrinkage=0.00196078


Tree=4446
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 3 3 4 2 13 16 1 1 2 2 2 47 475 131 0 3 52 4 475 51 1 130
split_gain=45.6069 7.15498 4.39368 4.07226 2.53828 2.0543 1.45736 1.38705 1.30482 1.38321 1.19681 0.978712 0.922861 0.856003 0.736416 0.731274 0.755251 0.519323 0.47914 0.418818 0.390631 0.378479 0.378124 0.331978 0.323168 0.321855 0.306751 0.28997 0.335805 0.267807
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.31370500000000007 0.084940000000000015 0.27834500000000006 0.13501500000000002 -0.47860499999999995 -0.52595999999999987 0.13146500000000003 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.087625000000000022 0.090100000000000013 -0.07550999999999998 0.09031500000000002 -0.09595999999999999 -0.013929999999999998 0.25317500000000004 -0.51843499999999987 -0.088274999999999978 -0.085989999999999997 0.11669000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 19 6 15 -5 9 14 -6 13 -10 -7 -4 18 17 -17 24 27 -15 -2 -11 29 26 -20 -1 -3 -29 -16
right_child=1 2 8 7 10 11 -8 -9 12 22 -12 -13 -14 20 23 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011598485291216675 0.0014049222034666008 0.00043693443375544989 0.0007082822730479012 0.001226991192344254 0.0012051579816905772 0.0008303768582203809 0.0016069813955371473 0.00073822923990733474 0.00042703446398503384 0.00069711604194731271 0.0007463780826975719 0.00093087659527858095 1.4649263949422413e-05 0.0013905186681493001 0.00027950253515016463 0.0010183574783117497 0.00091707898134036974 0.0012992486567658297 0.001555353125520781 0.00088798247468096126 0.0012201899787345524 0.0011063166926888858 0.0010501151758373953 0.00023285304553209311 0.00116982157886591 0.0013029447630995537 0.0013947520705950415 0.00072744662265524808 0.0005227490411541326 0.00054863232230259614
leaf_weight=22 47 22 34 34 69 20 76 65 54 28 32 48 34 61 21 28 25 263 20 33 342 25 20 39 27 673 750 124 41 44
leaf_count=22 47 22 34 34 69 20 76 65 54 28 32 48 34 61 21 28 25 263 20 33 342 25 20 39 27 673 750 124 41 44
internal_value=0 0.000717441 0.000646796 0.00129566 0.000802468 0.00131204 0.00134099 0.000906087 0.000464422 0.000557494 0.0010598 0.00119621 0.000267704 0.00122632 0.00045777 0.00132981 0.00124412 0.00127222 0.00134796 0.000684328 0.00124597 0.00130124 0.000844199 0.000375872 0.00138068 0.00131023 0.00138806 0.000648388 0.000676582 0.000461683
internal_weight=0 667 595 2454 321 2355 1884 99 274 186 101 471 88 423 138 1808 316 291 1492 220 403 72 48 104 799 693 772 187 165 65
internal_count=3121 667 595 2454 321 2355 1884 99 274 186 101 471 88 423 138 1808 316 291 1492 220 403 72 48 104 799 693 772 187 165 65
is_linear=0
shrinkage=0.00196078


Tree=4447
num_leaves=31
num_cat=0
split_feature=1 4 457 2 1 12 4 1 2 13 40 47 12 40 2 160 16 159 12 16 47 0 1455 16 0 51 15 12 2 11
split_gain=1.60331 0.365575 0.248734 0.218946 0.161664 0.146537 0.138561 0.140656 0.154061 0.127711 0.121955 0.118602 0.115718 0.107441 0.107108 0.105038 0.185851 0.116875 0.0999818 0.0983052 0.0838449 0.0934168 0.0804353 0.0780846 0.106537 0.110779 0.191853 0.228104 0.161474 0.101524
threshold=0.10124500000000002 0.27044500000000005 0.079590000000000008 0.12198500000000001 0.12958500000000003 -1.0000000180025095e-35 0.042705000000000007 0.083345000000000016 0.088665000000000008 -0.11122999999999998 -0.0036699999999999992 0.084210000000000021 0.092465000000000006 -0.078554999999999986 0.13913500000000004 -1.0000000180025095e-35 -0.11118499999999999 0.11084000000000001 -0.10022999999999999 -0.45661999999999997 0.085505000000000012 -0.068944999999999992 0.068185000000000009 -0.097644999999999996 0.18019500000000002 0.0038750000000000004 0.040760000000000005 0.087625000000000022 0.086675000000000016 0.077695000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 13 10 14 8 -8 -7 -2 -9 -11 -3 23 17 18 -6 -17 -10 -5 -22 -21 -1 25 29 28 -28 -27 -25
right_child=1 4 -4 20 15 9 7 11 19 12 -12 -13 -14 -15 -16 16 -18 -19 -20 22 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.014806806444079185 0.0098114594031358145 0.0010033182700031572 0.0030578625248005942 0.0017704865950355798 0.011953589688055218 0.0060694602302050794 0.01961885995808102 0.00079683991149067887 0.013868686616204787 0.016940351170166557 0.00092962025664746763 0.009620196684502447 0.01166046961738524 0.0077972487671354763 0.0053186773508787158 0.0085912517028018127 -0.0077035786203024067 0.0016975071564083921 0.00071086470641708679 0.008325653933655695 0.013199693341739477 0.0037566755411469126 0.013825246673359565 0.012744223125817475 0.0060069130678748481 0.0020408244221471251 0.022326911626965741 0.01090019690274293 0.010095518218752529 0.017785615978262774
leaf_weight=158 52 28 63 38 20 29 21 25 69 58 22 39 146 138 20 21 22 25 69 137 20 22 33 1553 25 32 25 58 112 41
leaf_count=158 52 28 63 38 20 29 21 25 69 58 22 39 146 138 20 21 22 25 69 137 20 22 33 1553 25 32 25 58 112 41
internal_value=0 0.00704244 0.00888488 0.00983346 0.00447557 0.0110477 0.0122931 0.0103731 0.0114069 0.0122789 0.00717091 0.00617357 0.0131616 0.00665128 0.0126005 0.00217514 0.0005356 0.00625577 0.00254962 0.0106853 0.00517399 0.00825335 0.00939322 0.0126732 0.0124905 0.0125796 0.0105127 0.014342 0.00830559 0.0128739
internal_weight=0 773 450 387 323 307 2348 324 260 233 74 64 204 166 2024 157 112 45 90 239 80 42 170 2004 1846 1821 227 83 144 1594
internal_count=3121 773 450 387 323 307 2348 324 260 233 74 64 204 166 2024 157 112 45 90 239 80 42 170 2004 1846 1821 227 83 144 1594
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 43 0 15 43 3 15 0 44 4 1 1 132 2 10 16 156 51 1429 457 42 0 12 42 3 16
split_gain=1.29868 0.310298 0.218218 0.143557 0.236037 0.141707 0.130663 0.11833 0.176641 0.140087 0.146504 0.113657 0.104387 0.108976 0.121258 0.132617 0.10417 0.11048 0.0899904 0.089665 0.133998 0.118599 0.224589 0.153283 0.116518 0.167867 0.152623 0.135339 0.108253 0.0887656
threshold=0.10124500000000002 0.084785000000000013 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 -0.00045499999999999995 0.024095000000000002 -0.46471999999999997 0.0041500000000000009 0.11658 -0.0088349999999999974 0.18019500000000002 0.081805000000000017 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.10365500000000001 0.15950500000000004 -0.0026549999999999994 0.013515000000000001 -1.0000000180025095e-35 -0.13782999999999998 0.083810000000000009 -0.080669999999999978 0.086835000000000009 0.11070500000000001 0.084735000000000019 -0.012324999999999997 0.084940000000000015 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 18 -5 -6 -7 9 -9 -11 12 13 19 29 -16 17 -4 -2 28 -21 -22 23 -23 25 26 -25 -28 -1 -15
right_child=1 -3 16 5 6 7 -8 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.011860416923917134 0.0054500750995641794 0.011892537308825453 0.0019772979102722901 0.0027126984556100874 0.010904834337402081 0.013416393434939286 0.0027034126730127771 0.011969720496034082 -0.0016520276164206174 0.0072878989154723161 -0.0024649768741801382 0.0047307645602683935 0.018158672279900031 0.013019831901715127 -0.00089856065725061034 0.0089563072258089151 0.0064533887944858651 -0.0063712087637015982 -0.0026692353095859288 0.014501372773043714 0.012604902530299679 0.017464432838772023 -1.169717148074816e-05 0.008585947251745633 0.010533292100225236 0.013836443078305042 0.0052022201652150782 -0.0062919810228049752 0.0074940925207525738 0.0090195552094056355
leaf_weight=1510 43 89 51 149 166 24 22 44 26 67 20 28 21 81 22 36 29 23 20 58 84 21 29 35 126 21 21 20 59 176
leaf_count=1510 43 89 51 149 166 24 22 44 26 67 20 28 21 81 22 36 29 23 20 58 84 21 29 35 126 21 21 20 59 176
internal_value=0 0.0063382 0.00561548 0.00636753 0.0081699 0.00499664 0.00994509 0.00687679 0.0058771 0.00737143 0.00504586 0.0110638 0.0111403 0.0110761 0.00934828 0.00521825 0.00137333 -0.000617508 0.00287252 0.0113505 0.0100433 0.00931905 0.00830802 0.00929684 0.00852769 0.00592248 0.00373573 -0.000404707 0.0116962 0.0102803
internal_weight=0 773 684 581 251 330 188 181 157 131 87 2348 2320 2299 315 58 103 74 63 1984 415 357 273 244 223 97 76 41 1569 257
internal_count=3121 773 684 581 251 330 188 181 157 131 87 2348 2320 2299 315 58 103 74 63 1984 415 357 273 244 223 97 76 41 1569 257
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=31
num_cat=0
split_feature=1 4 1 12 2 0 14 39 2 479 0 1 15 49 0 52 4 16 13 3 132 133 1211 133 403 403 402 3 3 42
split_gain=1.05193 0.257441 0.187291 0.152531 0.103987 0.221223 0.106862 0.102401 0.0937081 0.0923614 0.0963589 0.173213 0.131799 0.200203 0.114576 0.102906 0.0976001 0.158707 0.0915998 0.0848652 0.0793905 0.0782026 0.126943 0.100946 0.0971947 0.252178 0.094476 0.090553 0.142549 0.0880604
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.11362000000000001 0.034820000000000011 0.062655000000000016 0.10076500000000001 0.11510000000000002 0.098035000000000011 -0.097274999999999986 0.085605000000000014 -0.095869999999999983 -0.069799999999999987 -0.14649999999999996 0.26391000000000003 0.033845000000000007 -0.14771999999999999 -0.14819499999999997 -0.070649999999999977 0.090440000000000006 0.11524500000000001 0.11789500000000001 0.12330000000000001 -0.53960999999999981 -0.53101999999999994 -0.09849999999999999 -0.077644999999999978 -0.081459999999999991 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 20 6 8 7 9 -6 10 11 14 -13 -14 -1 16 -16 -18 -5 -11 -3 22 -12 -23 26 -26 -25 28 29 -27
right_child=1 2 -4 18 5 -7 -8 -9 -10 19 21 12 13 -15 15 -17 17 -19 -20 -21 -22 23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.015424011309098984 0.011151841523053756 0.0051613453961312714 0.0021033338859665746 0.0026008638824957116 0.0027214408264539785 -0.0020193267258859816 0.013559202776873877 0.0030539591131465778 0.0099132410396839885 0.0021785074578864233 0.010640987535102953 0.0089322055075713933 0.0088712006807327281 -0.0036880781571380795 0.013875244824094295 0.0029160284255023883 0.011641410112782729 0.0027412875576622109 0.0092341873472983581 0.010588087203601998 -0.0011787098194915979 0.002729355109234651 0.018472876903667515 0.0091678652679547668 -0.0016104518181898377 0.012453643926896921 0.017458373563433136 0.0060639779363777868 0.015990460323306119 0.0061412472862238977
leaf_weight=35 78 332 161 24 21 21 88 21 132 28 1427 47 22 30 46 23 51 33 157 21 21 24 21 28 22 39 27 49 41 51
leaf_count=35 78 332 161 24 21 21 88 21 132 28 1427 47 22 30 46 23 51 33 157 21 21 24 21 28 22 39 27 49 41 51
internal_value=0 0.00570438 0.00509301 0.00599439 0.00995744 0.00760513 0.0101457 0.0100017 0.00892613 0.0100724 0.0101766 0.00847973 0.00509432 0.00162546 0.0102625 0.00908173 0.0101726 0.00814493 0.00835463 0.00578261 0.00478417 0.0104583 0.0107546 0.00893164 0.00951084 0.00849609 0.0132378 0.00973133 0.0111031 0.00887662
internal_weight=0 773 695 534 2348 174 2174 2086 153 2065 2016 287 99 52 188 153 130 84 181 49 353 1729 1448 281 257 202 55 180 131 90
internal_count=3121 773 695 534 2348 174 2174 2086 153 2065 2016 287 99 52 188 153 130 84 181 49 353 1729 1448 281 257 202 55 180 131 90
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 2 14 2 1 2 4 1 2 2 16 2 131 47 52 1 131 1447 14 1 16 48 52 1
split_gain=45.505 7.76676 4.88512 3.88097 2.7234 2.22853 1.30033 1.25096 1.16896 1.13347 1.11061 0.956427 0.887974 0.808493 0.922344 0.617915 0.585146 0.439325 0.412055 0.396047 0.350804 0.338901 0.309693 0.299023 0.285303 0.398299 0.381863 0.612027 0.269825 0.252343
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 -1.0000000180025095e-35 0.11474000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.14285500000000004 0.42051500000000003 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.51370499999999997 0.088850000000000012 0.086835000000000009 0.090100000000000013 -0.56176499999999996 0.15799000000000005 0.091440000000000007 -0.082869999999999985 -0.23083499999999998 0.11669000000000002 -0.29154999999999992 0.083685000000000009 0.40674500000000008 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 8 -4 29 13 16 -5 12 -8 17 15 -15 -7 28 21 24 -18 -13 -2 -19 -3 26 -26 -28 -1 -6
right_child=1 2 6 10 7 9 11 -9 -10 -11 -12 18 -14 14 -16 -17 20 23 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012279751791802449 0.0012433110910130309 0.00067120101597398089 0.00071711210958198899 0.0010437578714808241 0.0011416616630466545 0.00075642127317912652 0.0005444928482496766 0.00054701467945070465 0.0014270268276841279 0.00072702515009828077 0.00060402756821221549 0.00012531627995248127 0.00023139818347002258 0.00080982294864158594 0.00071037059041646831 0.0011447184023310785 0.0012695382671808104 0.0013199746624112006 0.00035119426184385323 0.00073491517070899993 0.0010669728744817958 -0.00015918617228082583 0.00095768373678712282 0.0011394065082135352 0.00066849768824522599 0.00025779181093914515 0.00019979961849070815 0.00054995926232946841 0.0010082853828521973 0.00091483847094800451
leaf_weight=935 54 31 26 34 44 22 59 26 76 41 63 60 85 23 23 268 36 38 22 32 378 22 20 489 41 29 28 61 22 33
leaf_count=935 54 31 26 34 44 22 59 26 76 41 63 60 85 23 23 268 36 38 22 32 378 22 20 489 41 29 28 61 22 33
internal_value=0 0.000566821 0.000492785 0.00114252 0.000655372 0.00115837 0.000299934 0.000918885 0.00118883 0.00103872 0.00075816 0.000256198 0.00035968 0.00117876 0.00108837 0.00111825 0.00106803 0.00119789 0.000112915 0.000533112 0.00108459 4.89864e-05 0.00116611 0.00115243 0.000499124 0.000465574 0.000511925 0.000439797 0.00122292 0.00104445
internal_weight=0 673 599 2448 325 2351 274 103 1874 477 97 248 144 1798 314 291 436 1484 104 222 414 82 74 527 190 159 130 89 957 77
internal_count=3121 673 599 2448 325 2351 274 103 1874 477 97 248 144 1798 314 291 436 1484 104 222 414 82 74 527 190 159 130 89 957 77
is_linear=0
shrinkage=0.00196078


Tree=4451
num_leaves=31
num_cat=0
split_feature=1 1 12 10 12 1 4 15 15 34 123 13 51 13 2 1 0 15 14 1447 4 1210 42 1 0 42 3 16 13 483
split_gain=1.05405 0.281746 0.182882 0.141594 0.128365 0.127926 0.125608 0.125303 0.125584 0.120743 0.115924 0.138009 0.114575 0.110515 0.10528 0.146359 0.100169 0.103916 0.100137 0.0978931 0.0919192 0.0917517 0.0880416 0.0949995 0.0863011 0.179382 0.51967 0.141658 0.13622 0.12378
threshold=0.11829500000000003 0.091345000000000023 0.089150000000000021 -0.005834999999999999 0.090455000000000021 0.09253500000000002 -0.27825499999999997 0.035560000000000008 -0.018314999999999994 -0.038779999999999995 0.12630500000000003 -0.28558999999999996 0.10302500000000002 0.10935500000000002 0.088850000000000012 0.08864000000000001 -0.019414999999999998 -0.24436499999999997 -1.0000000180025095e-35 -0.082954999999999987 -0.033174999999999989 -0.15347999999999998 0.09112000000000002 0.095950000000000021 -0.085669999999999982 0.083995000000000014 -0.086869999999999989 -0.077589999999999978 -0.017449999999999997 0.097880000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 6 16 -4 -6 -3 8 12 -5 11 -11 18 20 21 19 17 -2 -8 -16 -13 -1 23 -20 29 27 -27 28 -26 -23
right_child=3 2 4 9 5 -7 7 -9 -10 10 -12 13 -14 -15 15 -17 -18 -19 22 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.016958180232904851 0.0061632091520975041 0.010951579923372872 0.016975213658242002 -0.002559327225511273 0.0021817503783565302 0.0095049273428325087 0.011066444830682415 0.013131653675809502 0.00020919463775576433 0.0019117516480093855 -0.0020067008305341008 0.01386668184027076 0.013101045311777854 0.0012679216514628095 0.014193514804355802 0.0017223336693132298 -0.0057887585114010359 -0.002566338060016278 0.010648066775840043 0.0092539588972733924 0.0072537199333027914 0.011119537854845631 -0.00073238419718109078 0.0043094260619622416 0.0017836431041359903 -0.006900388480204603 0.0091385900130613248 0.014239621818141672 0.010462197664294827 0.018770070280879736
leaf_weight=23 30 48 21 21 26 289 26 20 47 64 20 25 20 26 42 25 22 25 28 897 132 546 28 152 20 23 166 98 189 22
leaf_count=23 30 48 21 21 26 289 26 20 47 64 20 25 20 26 42 25 22 25 28 897 132 546 28 152 20 23 166 98 189 22
internal_value=0 0.00944185 0.00771729 0.00372324 0.00940515 0.00890047 0.00618038 0.00546693 0.00495765 0.00474165 0.00531589 0.00590881 0.0058363 0.00730669 0.0100346 0.00927385 -8.59073e-05 0.00219523 0.00521538 0.0094749 0.00830674 0.0107093 0.004484 0.00529544 0.0105743 0.0096105 0.00718676 0.0111026 0.00963171 0.0114159
internal_weight=0 2756 705 365 336 315 369 321 301 288 267 247 254 183 2051 964 77 55 234 939 157 1087 208 180 1064 496 189 307 209 568
internal_count=3121 2756 705 365 336 315 369 321 301 288 267 247 254 183 2051 964 77 55 234 939 157 1087 208 180 1064 496 189 307 209 568
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=31
num_cat=0
split_feature=1 2 0 97 10 10 2 14 14 44 2 11 13 12 52 1 11 41 4 15 4 49 43 160 4 1429 1 52 1 1429
split_gain=0.854398 0.220769 0.155116 0.132641 0.132149 0.104304 0.178154 0.102998 0.0994592 0.102566 0.0992242 0.0946516 0.0911264 0.115672 0.101208 0.0909822 0.0898755 0.124671 0.0867654 0.109382 0.133145 0.0862065 0.0821958 0.142671 0.0815265 0.0789658 0.0778661 0.0740091 0.073745 0.174591
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 -0.083924999999999986 -0.005834999999999999 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.076975000000000002 1.0000000180025095e-35 0.15361500000000003 0.08740500000000001 -0.093839999999999993 0.097325000000000009 -0.014264999999999998 0.14627000000000004 0.077290000000000011 0.079885000000000025 -0.062539999999999984 -0.41942499999999994 0.51388000000000011 0.12073000000000002 -0.071044999999999983 -0.037174999999999993 0.50996500000000011 -0.086994999999999989 0.13820500000000002 -0.23375999999999997 0.080270000000000022 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 15 6 -6 -3 9 11 12 25 -4 14 27 26 -10 -18 -8 20 -20 22 -15 -24 -7 -5 -2 -14 -27 -30
right_child=4 2 10 8 5 24 18 -9 16 -11 -12 -13 13 21 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0023913831201692426 -0.00080771158047189767 0.010746490914607422 0.0038441735330141252 0.013522330617746088 0.0092989557680036687 -0.0045257851658832464 0.0090404291185550399 0.0030457271756004602 0.0089397163730800932 0.015901999221005964 0.0010537257329339073 0.0020318917348049583 0.0097274052155645278 0.011855519371521142 0.013035264326247707 -0.0051421667421236638 0.020438023571235441 0.0097477793414145718 0.010191007155705901 0.00050090327035348387 0.0013411116710973575 0.0016479396294536337 -0.0012921608727992863 0.0080267984757918624 0.0037818710345567928 0.0092958227185809782 0.0070998080848949027 0.0037061529556432597 0.0083449491191039185 0.00040758841393559626
leaf_weight=30 33 20 45 37 76 21 25 132 38 21 21 20 95 36 79 25 24 20 34 94 34 28 20 92 27 1295 20 26 624 29
leaf_count=30 33 20 45 37 76 21 25 132 38 21 21 20 95 36 79 25 24 20 34 94 34 28 20 92 27 1295 20 26 624 29
internal_value=0 0.00852009 0.00681464 0.00899391 0.00351096 0.00443401 0.00521638 0.00405899 0.00908788 0.00894969 0.00776228 0.00887687 0.00809691 0.00860588 0.0102512 -0.000169391 0.0125022 0.0155788 0.00355715 0.00271097 0.00576606 0.00673615 0.00769879 0.0063627 0.000147271 0.00894584 0.00217626 0.00843358 0.00885891 0.00799245
internal_weight=0 2732 594 2138 389 311 263 152 2108 2026 442 2005 421 376 200 78 82 44 187 162 68 176 148 112 48 1985 53 121 1948 653
internal_count=3121 2732 594 2138 389 311 263 152 2108 2026 442 2005 421 376 200 78 82 44 187 162 68 176 148 112 48 1985 53 121 1948 653
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=31
num_cat=0
split_feature=4 3 2 149 106 457 2 14 4 0 12 0 1447 1212 42 0 16 42 13 150 393 130 475 52 41 13 159 159 481 4
split_gain=0.696233 0.223788 0.175678 0.139727 0.138644 0.117455 0.114104 0.0967977 0.0951986 0.119665 0.0984439 0.117894 0.139012 0.093335 0.145985 0.298655 0.13054 0.0866225 0.0843209 0.12709 0.0900826 0.0889198 0.1029 0.0868951 0.0832436 0.0798969 0.0736433 0.0954098 0.0967572 0.07817
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 0.085655000000000009 0.31508000000000008 0.25063000000000007 -0.23960999999999996 -0.082249999999999976 -0.019414999999999998 0.11650500000000001 -0.097734999999999989 -0.085804999999999979 0.090840000000000018 0.085730000000000015 -0.084044999999999995 -0.08231999999999999 0.09796500000000001 -0.07743499999999999 -0.096234999999999987 0.10159000000000001 -0.082104999999999984 -0.084374999999999992 -0.11183499999999999 0.07882500000000002 -0.017449999999999997 0.11389500000000001 0.095130000000000006 -0.048124999999999994 -0.078809999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 -2 -1 10 18 11 24 -13 14 25 -16 -15 -17 26 -20 21 -21 23 -23 -9 -14 27 28 -10 -30
right_child=3 -3 -4 -5 -6 -7 -8 8 9 -11 -12 12 13 16 15 17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.014768878601136662 0.0028378863221736757 0.0022507346835142624 -0.00091357134667265679 0.0096944657620042576 0.0012149654582308065 0.0011198993735015393 -0.0046215980694713915 0.016423058085557489 0.010984223777565852 0.0015196048107100069 0.0020304377330467105 0.0022128099185084143 0.0049967889258238883 0.010596812905610674 0.021778418107091316 0.0059799104586572335 0.0014928430939714114 0.014273791490122676 0.00028667877324753339 0.0021276018974770395 0.012731882924583325 0.0068242143216775729 0.0070129998476209324 0.015520819059262673 0.0088198982858254272 0.009276744280494598 0.0042107097676489505 0.013713561722210478 0.0053329593695234517 0.0083610645992537175
leaf_weight=21 302 75 23 28 31 25 22 36 121 32 20 31 49 28 28 34 36 20 27 35 29 20 847 27 24 397 40 35 100 578
leaf_count=21 302 75 23 28 31 25 22 36 121 32 20 31 49 28 28 34 36 20 27 35 29 20 847 27 24 397 40 35 100 578
internal_value=0 0.0076387 0.0077887 0.00291708 0.00786364 0.00794171 0.00233138 0.00800693 0.00795218 0.00758281 0.00894575 0.00914825 0.00874053 0.00908235 0.0095195 0.0133974 0.00547583 0.00905172 0.00768718 0.00705278 0.00724347 0.00707215 0.00726572 0.0118201 0.0133818 0.00880652 0.00840216 0.00860319 0.00837933 0.00791444
internal_weight=0 2769 2694 352 2671 2640 324 2615 2594 1891 703 683 623 592 528 82 64 54 1859 985 958 929 894 47 60 446 874 834 799 678
internal_count=3121 2769 2694 352 2671 2640 324 2615 2594 1891 703 683 623 592 528 82 64 54 1859 985 958 929 894 47 60 446 874 834 799 678
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 1 2 39 2 4 14 2 49 11 15 2 1 3 4 1 1 376 47 43 2 15 52 13 12
split_gain=60.9305 9.74942 5.38004 4.5032 3.25882 2.69641 2.6686 2.19553 1.79373 1.51814 1.32323 1.16542 0.846865 0.845832 0.843364 0.800854 0.737294 0.609472 0.589769 0.63206 0.572385 0.508895 0.499522 0.49686 0.477497 0.445789 0.41431 0.408857 0.428502 0.403723
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.36766000000000004 0.09253500000000002 0.089885000000000007 0.087735000000000021 0.13754500000000003 -0.17966999999999997 0.062655000000000016 0.14753000000000002 -0.054984999999999992 1.0000000180025095e-35 -0.40580499999999992 0.094835000000000017 0.090540000000000023 -0.11171999999999999 0.0052350000000000009 0.15964000000000003 0.13075500000000004 0.083785000000000012 0.091680000000000011 -0.016814999999999997 0.10613000000000002 -0.086849999999999997 0.039215000000000007 -0.00051499999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 8 7 16 11 10 14 -3 17 15 -2 18 -10 -1 -4 24 -20 -6 -5 -17 -15 -9 29 -18 28 -21 -12
right_child=1 4 5 21 20 -7 -8 9 12 -11 25 -13 -14 23 -16 22 26 -19 19 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016768333509137368 0.001051492812485138 0.0013759745350655388 0.0016089633893057098 0.00092143500698547737 0.00044130522813856687 0.00091744829390653113 0.00087713187401116527 0.0014744870335448022 0.00053734388209452375 0.0010877800828006828 0.00083134962833501433 0.0018686648618941213 0.0003325040670746353 0.0015842636185948568 0.0016838239039211232 0.00098871237937633947 0.0014911415179570515 0.0014994045929738651 0.0015280374398075739 0.0013920803651806197 7.2212044904434601e-05 0.00058360172643362744 0.00062738125595976325 0.0013328911854841258 0.0011047073580108034 0.00078709901764820677 0.0011291636348449302 0.0015034846871959341 0.0011233697589323115 0.0012114384288992646
leaf_weight=26 23 20 1086 60 70 26 69 25 65 37 22 60 32 62 81 38 20 238 491 107 21 24 24 59 29 132 31 93 29 21
leaf_count=26 23 20 1086 60 70 26 69 25 65 37 22 60 32 62 81 38 20 238 491 107 21 24 24 59 29 132 31 93 29 21
internal_value=0 0.000856006 0.00152217 0.00118571 0.000687079 0.00154532 0.00115717 0.00155249 0.000772153 0.00147663 0.000898187 0.00160138 0.000617583 0.00139618 0.00149346 0.000689414 0.00140811 0.00158927 0.00147354 0.00148836 0.00035613 0.000824911 0.000848842 0.00146169 0.0012759 0.000843583 0.00127112 0.00140329 0.00133478 0.00101697
internal_weight=0 673 2448 228 445 2302 146 2276 354 892 195 1384 159 144 855 127 77 1324 774 720 91 84 62 121 54 175 51 229 136 43
internal_count=3121 673 2448 228 445 2302 146 2276 354 892 195 1384 159 144 855 127 77 1324 774 720 91 84 62 121 54 175 51 229 136 43
is_linear=0
shrinkage=0.00196078


Tree=4455
num_leaves=31
num_cat=0
split_feature=1 1 16 3 13 12 2 0 0 147 4 13 0 14 0 49 1455 160 4 14 49 484 42 124 34 2 4 4 472 475
split_gain=0.764844 0.205521 0.126091 0.113807 0.128518 0.0972573 0.0895109 0.132354 0.14732 0.0925077 0.086237 0.0850851 0.0808477 0.0798231 0.0790697 0.102919 0.0802316 0.0915867 0.10687 0.0781597 0.0774889 0.0772866 0.0716146 0.0700826 0.0949668 0.101257 0.0667505 0.0954801 0.0635884 0.0648254
threshold=0.11829500000000003 0.094385000000000011 0.5136400000000001 0.31370500000000007 -0.47860499999999995 0.085885000000000017 0.10774000000000002 0.034820000000000011 -0.076899999999999982 0.089365000000000014 0.53859500000000016 -0.066634999999999986 -0.086729999999999988 -0.10708499999999999 -0.14832499999999996 -1.0000000180025095e-35 -0.24112999999999998 -0.55323499999999981 -0.55119499999999988 0.077685000000000018 -0.072814999999999977 -0.063394999999999993 -0.035074999999999988 0.05852000000000001 -0.038779999999999995 0.11870500000000002 -0.04890499999999999 0.063160000000000008 -0.0062899999999999996 -0.072374999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 23 10 13 9 8 -8 14 -5 21 -13 -3 15 20 -16 -18 -19 -17 -1 -7 -15 24 -2 -26 -27 -28 -4 -30
right_child=3 2 28 4 -6 11 7 -9 -10 -11 -12 12 -14 22 16 19 17 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.011469088915897452 -0.00011916516248935035 0.0090708864227469471 0.0067702520547459864 0.00014209410486121972 -0.0047271217394154524 0.003787058432187353 0.0018194213169752749 0.00024684358255139423 0.0087576846627644821 0.0032422235468402508 0.0083319203299470259 3.787170913394379e-05 0.0069094080900501485 0.0094251095211472027 0.013547035653468674 0.016866578010043928 0.0031829037883829691 0.015437955522666809 0.008575065792309159 0.01075412895387182 0.0032604580502147264 0.010503718224153804 0.0034530257274720659 -0.00094325145473703751 0.0082367675754813907 0.0089592766227378027 -0.0030899932422802194 0.0042590852693602859 0.0080073526661310884 0.015302749141922284
leaf_weight=23 35 35 37 36 34 21 37 28 177 30 20 23 67 22 33 35 31 23 1686 52 23 93 230 24 83 21 22 90 21 29
leaf_count=23 35 35 37 36 34 21 37 28 177 30 20 23 67 22 33 35 31 23 1686 52 23 93 230 24 83 21 22 90 21 29
internal_value=0 0.00808052 0.00640422 0.0032092 0.000122574 0.00578249 0.00852538 0.00671215 0.00755808 0.00875204 0.00306703 0.00745184 0.00515335 0.00459592 0.00883876 0.0111904 0.00866236 0.00856971 0.00866743 0.0132132 0.00736477 0.00926644 0.0039744 0.00421937 0.004713 0.00549599 0.00378558 0.00281552 0.00991303 0.0122387
internal_weight=0 2756 578 365 90 491 2178 242 214 1936 56 204 90 287 1906 133 1773 1740 1709 87 46 114 252 275 251 216 133 112 87 50
internal_count=3121 2756 578 365 90 491 2178 242 214 1936 56 204 90 287 1906 133 1773 1740 1709 87 46 114 252 275 251 216 133 112 87 50
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=31
num_cat=0
split_feature=4 3 9 149 13 4 0 457 2 44 159 12 133 402 15 12 42 43 3 3 0 42 16 3 484 2 49 15 3 2
split_gain=0.627347 0.188309 0.150034 0.121528 0.117758 0.106714 0.136194 0.115737 0.102484 0.0937807 0.0865307 0.0921026 0.0901505 0.156974 0.211746 0.182263 0.115281 0.0857651 0.143679 0.122016 0.111121 0.082637 0.0840683 0.170772 0.101438 0.0899645 0.101756 0.119518 0.0899513 0.0892032
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 -0.01163 -0.072334999999999997 -0.036484999999999997 0.31508000000000008 0.25063000000000007 0.081805000000000017 -0.085489999999999997 0.083715000000000026 -0.071719999999999992 0.033490000000000006 0.091915000000000011 0.090455000000000021 0.089390000000000011 0.0034250000000000005 -0.078344999999999984 -0.082404999999999992 0.14486500000000005 0.11688500000000002 -0.069144999999999984 0.097915000000000016 -0.011854999999999999 0.11144000000000001 -0.0087849999999999977 -0.091604999999999978 -0.081459999999999991 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 10 7 9 -2 21 11 -4 -12 17 15 16 -15 20 19 -19 -14 22 24 -24 29 26 27 -26 -29 -7
right_child=3 -3 5 -5 -6 6 -8 -9 -10 -11 12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0065307076227887036 0.0027170714996261709 0.0023227886687964203 0.0075261461049584413 0.0091039101776134758 -0.0032922542919708499 0.014659576547670772 0.0018842671456856326 -5.9454312378709973e-05 -0.0043523695573888044 0.012979660983130867 0.00975791207166655 0.016430217249748798 0.0086953333856714648 -0.00099143944514383151 0.011453422574171175 -0.0074607853002089542 0.0096168903540819889 0.0061727614079315502 0.0093999796603849647 -0.0038262138345643232 0.001462935745208101 0.0037596428510395514 0.0069890212430056692 -0.0017354847873439609 -0.002417693652254953 0.012317319604807309 0.0080448565809222473 0.0018270935886539519 0.011093303527344358 0.0084260002826340493
leaf_weight=26 302 75 21 28 23 44 51 22 22 28 243 26 618 21 24 20 20 26 43 23 22 69 914 23 22 37 238 20 22 48
leaf_count=26 302 75 21 28 23 44 51 22 22 28 243 26 618 21 24 20 20 26 43 23 22 69 914 23 22 37 238 20 22 48
internal_value=0 0.00726524 0.00740283 0.00278328 0.00191993 0.00750441 0.00696552 0.0071398 0.00223705 0.00724791 0.0082531 0.0124518 0.00806693 0.00756398 0.00349628 0.000365604 0.00418336 0.00803632 0.00518139 0.00147936 0.00844672 0.00713623 0.00730654 0.00677487 0.00846239 0.00766319 0.00709298 0.00355321 0.00668082 0.0114073
internal_weight=0 2769 2694 352 49 2645 1538 1487 324 1465 1107 47 1060 817 85 61 41 732 92 49 640 1437 1368 937 431 339 302 64 42 92
internal_count=3121 2769 2694 352 49 2645 1538 1487 324 1465 1107 47 1060 817 85 61 41 732 92 49 640 1437 1368 937 431 339 302 64 42 92
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=31
num_cat=0
split_feature=1 123 33 2 11 0 132 12 13 12 0 0 1 156 0 3 150 1424 42 13 3 0 50 475 48 4 157 43 133 51
split_gain=0.51947 0.154108 0.109201 0.0954192 0.0909529 0.105896 0.089825 0.128894 0.0892149 0.163527 0.0996467 0.125487 0.0910137 0.0900612 0.122154 0.0854506 0.078439 0.0770345 0.0706257 0.0839288 0.0702511 0.0664863 0.138143 0.100937 0.114041 0.198889 0.144813 0.111024 0.203549 0.107033
threshold=0.11910500000000002 1.0000000180025095e-35 0.082285000000000011 0.10855000000000002 0.097680000000000017 0.13134000000000004 0.019705000000000004 0.091200000000000017 -0.072819999999999982 0.096990000000000007 -0.10224499999999999 -0.13455999999999999 0.14262000000000002 0.091710000000000014 0.024095000000000002 0.11658 0.091105000000000005 1.0000000180025095e-35 -0.0060199999999999993 -0.0093149999999999986 -0.0025099999999999996 -0.075934999999999989 0.089465000000000017 -0.091889999999999986 0.093265000000000015 -0.16363499999999997 -0.06588999999999999 -0.041049999999999996 0.40431 0.020580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 17 15 -8 9 10 11 -2 -12 14 -10 -5 18 21 -3 20 -20 -1 23 -23 25 29 -27 -28 -29 -25
right_child=8 16 -4 6 -6 -7 7 -9 13 -11 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0071007895779077223 0.001357150843603339 0.0092959246579557668 0.013742289797995577 0.006593945811619051 0.00020875580259598791 0.012361884219313248 -0.0049215867398015693 0.0050909598299767825 0.004259832964198457 -0.0072539962976324287 0.0021106460779969161 0.010979325374406157 -0.0046763762249611316 0.010319169471040369 -0.0041063666294940048 0.0023957664945894871 -0.0017093388761471335 0.012526654110600553 0.0067516008868724817 -0.0011182303664584955 0.00029443835272737173 0.010161384005332367 0.0090099516785458519 0.0066226430339156655 -0.0025331112963613124 -0.0036836131392866027 0.006623606201721712 -0.0033972644826351876 0.006833062635898288 0.015438881900072808
leaf_weight=1717 33 25 22 272 20 36 20 36 137 22 62 23 29 20 20 59 24 24 63 30 23 30 95 40 24 27 89 41 37 21
leaf_count=1717 33 25 22 272 20 36 20 36 137 22 62 23 29 20 20 59 24 24 63 30 23 30 95 40 24 27 89 41 37 21
internal_value=0 0.00653932 0.00672669 0.00666705 0.00692167 0.00698323 0.00521898 0.00151505 0.00243012 0.000786791 0.00199017 0.00530912 -5.22511e-05 0.00399917 0.00319408 0.00584563 0.00357545 0.00689296 0.00447499 0.003436 0.00502469 0.00682921 0.00567498 0.00464967 0.00405701 0.00467726 0.00311123 0.0042098 0.00145558 0.00965774
internal_weight=0 2775 2610 2588 2201 2181 387 56 346 169 147 56 91 177 157 331 165 2145 141 116 86 2121 404 309 279 255 194 167 78 61
internal_count=3121 2775 2610 2588 2201 2181 387 56 346 169 147 56 91 177 157 331 165 2145 141 116 86 2121 404 309 279 255 194 167 78 61
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 159 2 2 4 0 15 0 2 4 131 150 4 2 47 3 1456 12 16 1447 131 1 50
split_gain=30.4611 4.88586 3.12975 2.65232 1.62803 1.56821 1.00845 0.899384 0.781545 0.771168 0.682783 0.557657 0.57306 0.722448 0.512307 0.511421 0.724705 0.485422 0.443367 0.362007 0.337395 0.297796 0.335157 0.294123 0.275706 0.273779 0.270927 0.265886 0.264033 0.25457
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.077845000000000011 -1.0000000180025095e-35 0.11474000000000002 0.14960000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.085669999999999982 0.14285500000000004 0.42051500000000003 0.086835000000000009 1.0000000180025095e-35 0.053180000000000012 0.31358000000000003 0.090100000000000013 1.0000000180025095e-35 0.075120000000000006 0.095175000000000023 -0.039889999999999988 -0.084549999999999986 0.091440000000000007 0.11588000000000001 0.10877000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 21 6 11 -5 -4 28 18 12 13 -1 29 16 -10 20 19 24 -17 22 -3 26 -7 -15 -16 -2 -6 -14
right_child=1 2 8 7 9 10 -8 -9 15 -11 -12 -13 14 25 23 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012310748972246409 0.0011445350993692484 0.00046530671501752074 0.00070802234141310589 0.0010473433026329142 0.0010708641655968896 0.0011255855268536808 0.0013229842408918275 0.00063068040173673329 0.0005933232075417456 0.00058086515765294405 0.00066792618660298404 0.00098537017278545213 0.0011798871562737172 0.00070522515434136496 0.00088331039944385516 0.00024796535698655734 0.00031047313251761414 0.00050454081555765368 0.00075261297682401669 0.00092033715643947793 -4.4918468190064909e-05 0.00074956114677821885 0.00063009406142222602 0.0012190220606798255 0.00099874145937789969 0.00099595916366168103 0.0010862016535235295 0.00087987912928356841 0.00083884658093829278 0.0010623176406805831
leaf_weight=23 54 98 26 28 44 113 79 69 59 26 26 158 482 33 26 62 85 22 27 115 20 32 92 63 158 20 945 20 33 83
leaf_count=23 54 98 26 28 44 113 79 69 59 26 26 158 482 33 26 62 85 22 27 115 20 32 92 63 158 20 945 20 33 83
internal_value=0 0.000597682 0.000538961 0.0010687 0.000669099 0.00108181 0.00110607 0.000750954 0.000384599 0.000872839 0.000976122 0.00109673 0.00110723 0.000940873 0.00111514 0.000350692 0.000426363 0.000245917 0.000995525 0.00101252 0.00017653 0.000574571 0.000545098 0.00108919 0.00105163 0.000814936 0.00108077 0.00107301 0.000971428 0.00116262
internal_weight=0 673 599 2448 325 2351 1912 97 274 103 439 1833 1675 76 1599 248 144 104 413 386 82 222 190 1034 271 53 971 74 77 565
internal_count=3121 673 599 2448 325 2351 1912 97 274 103 439 1833 1675 76 1599 248 144 104 413 386 82 222 190 1034 271 53 971 74 77 565
is_linear=0
shrinkage=0.00196078


Tree=4459
num_leaves=31
num_cat=0
split_feature=4 2 1 52 159 150 3 16 14 16 149 15 16 12 40 15 49 52 12 12 481 15 1212 1203 50 50 0 50 13 51
split_gain=0.533564 0.180158 0.149814 0.127961 0.130828 0.122386 0.0988601 0.0828575 0.0822635 0.109236 0.136825 0.110371 0.0820006 0.101206 0.105162 0.077953 0.0810834 0.0915661 0.0756489 0.0650434 0.0781551 0.0794071 0.0730233 0.0890703 0.081094 0.133572 0.167752 0.158126 0.171548 0.107625
threshold=0.26450500000000005 0.17025000000000004 0.090740000000000015 0.039215000000000007 0.10600500000000002 1.0000000180025095e-35 0.42240500000000009 -0.090344999999999995 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 -0.42198999999999992 -0.15012499999999998 -0.010834999999999999 -0.067184999999999981 -0.091184999999999988 -0.054984999999999992 -0.089199999999999988 0.092255000000000018 0.096990000000000007 0.084540000000000018 -0.15914499999999995 0.11930500000000001 0.10250500000000001 0.082725000000000007 0.10803500000000001 -0.082284999999999983 0.11318500000000002 -0.083894999999999983 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 6 -5 12 8 -7 -2 10 18 -11 -4 14 -14 -9 17 -17 -10 20 21 -1 23 24 29 -26 27 -27 -29 -23
right_child=3 -3 5 4 -6 7 -8 15 9 11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.011673324505343688 0.0075317960250406314 -0.00061140530248821696 0.010248404547261697 0.0078832630412832196 0.0003720986459291343 0.0083691767544503536 -0.0046441393818341843 -0.0032423923035490919 0.0032290048071233904 -0.0056529317845535635 0.010741712478920818 0.001674215033507118 0.006977775331220723 0.0064697632641104313 -0.0010548008307336998 0.0088188695206278655 -0.001926206098869443 0.0022411054199545691 -0.0030289236024448958 0.006007240534451003 0.012279156529728105 0.0072044562432568328 0.011768668182452934 0.00074436275643252191 0.010637726051520857 -0.0019226126372814179 0.011490724969743973 0.01265158896782884 0.0012710711190056128 0.0035725075173765868
leaf_weight=43 26 33 48 78 33 26 23 22 99 34 21 52 28 447 39 33 24 59 24 336 34 1120 36 21 168 31 42 27 26 88
leaf_count=43 26 33 48 78 33 26 23 22 99 34 21 52 28 447 39 33 24 59 24 336 34 1120 36 21 168 31 42 27 26 88
internal_value=0 0.00673255 0.00682238 0.00277846 0.00565021 0.00559426 0.00163593 0.00319076 0.00220015 0.00159745 0.00328162 -0.00122256 0.00629564 0.00592651 0.0023021 0.00221512 0.00325016 0.00460052 0.00200795 0.00727451 0.00753478 0.00743409 0.00731717 0.00721194 0.00730237 0.0087918 0.00633056 0.00375047 0.00706869 0.00693988
internal_weight=0 2731 2698 390 111 726 279 164 256 230 144 86 562 514 67 138 116 92 123 1972 1636 1602 1559 1523 1502 294 126 84 53 1208
internal_count=3121 2731 2698 390 111 726 279 164 256 230 144 86 562 514 67 138 116 92 123 1972 1636 1602 1559 1523 1502 294 126 84 53 1208
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 14 43 2 1 4 0 15 2 150 1 3 4 12 52 1 49 52 47 4 1 4 0 1 48
split_gain=34.3192 5.29742 2.87575 2.63127 1.89796 1.77548 1.18441 1.14126 1.00723 0.846114 0.642376 0.660833 0.673799 0.628754 0.605375 0.49214 0.478488 0.707639 0.428213 0.421766 0.409678 0.409105 0.405876 0.37956 0.327154 0.339954 0.278748 0.264934 0.244224 0.235314
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099185000000000009 0.31534000000000006 0.062655000000000016 -0.025214999999999998 0.14122000000000004 0.077845000000000011 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.14530500000000005 1.0000000180025095e-35 0.12656000000000003 0.30112000000000005 0.36766000000000004 0.088245000000000004 -0.53964499999999982 0.083345000000000016 -0.054984999999999992 0.048770000000000008 0.093140000000000014 -0.51843499999999987 0.089875000000000024 0.053180000000000012 0.14486500000000005 0.13075500000000004 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 6 7 10 15 14 -4 11 12 -1 16 26 -3 17 -9 24 -2 -12 -21 -7 -22 -13 -26 27 -6 -5 -20
right_child=1 5 9 28 8 22 -8 13 -10 -11 20 18 -14 -15 -16 -17 -18 -19 29 21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012526490499296457 0.0011827703784493839 0.00053325998841882911 0.0010672389688778992 0.00064476810200931201 0.0011108796134838503 0.0001407236675611698 0.0013917974174268719 0.00090418880070358807 0.0007188413493488463 0.00066310390128702999 0.0010904237144874198 0.0014347174727504883 0.00084959816196048421 0.00034402140810125685 0.00076194339006596592 0.00032739131846712367 0.00049673925091380249 0.00060237273554309822 0.0011380149096542511 0.00070343629416186153 0.00066412547384114829 0.0010101612110362561 0.00041141259508699416 0.0010152441497950073 0.0011942770793578433 0.00096626518628536127 0.00097832178282428119 0.0008913597525538081 0.00041073212298120256 0.0010038252819813763
leaf_weight=23 41 98 28 60 261 57 76 64 41 69 101 21 52 21 28 82 33 56 722 21 20 82 34 29 760 26 114 23 24 54
leaf_count=23 41 98 28 60 261 57 76 64 41 69 101 21 52 21 28 82 33 56 722 21 20 82 34 29 760 26 114 23 24 54
internal_value=0 0.000610662 0.00111062 0.000853696 0.00112427 0.000486141 0.00115201 0.000548936 0.00101237 0.000779761 0.00114193 0.00115304 0.0009732 0.000662171 0.00104062 0.000439475 0.000705839 0.000763341 0.00116156 0.00101458 0.00101905 0.000947625 0.00024186 0.00087193 0.00119319 0.00118673 0.00106022 0.0010931 0.000577901 0.00112868
internal_weight=0 673 2448 228 2351 445 1884 354 467 97 1808 1658 75 174 426 180 153 120 1583 144 150 103 91 49 807 786 398 284 84 776
internal_count=3121 673 2448 228 2351 445 1884 354 467 97 1808 1658 75 174 426 180 153 120 1583 144 150 103 91 49 807 786 398 284 84 776
is_linear=0
shrinkage=0.00196078


Tree=4461
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 4 0 49 150 4 1 12 1 47 0 13 4 15 10 2 475 4 12
split_gain=45.683 7.07724 4.61011 3.96674 2.59465 2.4482 1.25024 1.24535 1.23614 1.11654 0.987414 0.904266 0.809491 0.64898 0.796173 0.611804 0.574216 0.510715 0.450237 0.40545 0.361689 0.307332 0.286974 0.275835 0.259678 0.284476 0.257732 0.252079 0.243901 0.242227
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.11474000000000002 0.13501500000000002 0.14838000000000004 0.27834500000000006 -0.10474999999999998 0.082865000000000008 1.0000000180025095e-35 0.0061450000000000003 0.083345000000000016 0.088245000000000004 0.089770000000000016 0.090100000000000013 -0.15350499999999997 -1.0000000180025095e-35 -0.0070899999999999991 -0.40580499999999992 -0.38124499999999995 0.089885000000000007 -0.07550999999999998 -0.49013999999999996 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 11 13 -5 23 15 12 -4 14 17 27 18 -1 19 28 21 -3 -14 -6 -13 -26 -19 -7 -15 -25
right_child=1 2 6 8 9 10 -8 -9 -10 -11 -12 24 22 16 -16 -17 -18 26 -20 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0010500294519654402 0.0010513166914273015 0.00057139885056971783 0.00049624606458497397 0.00094935491906402998 0.0011341657479103206 0.0011147955736475316 0.0005731251106139342 0.0013498736401275952 0.00049366186458154834 0.00045815225191463051 0.00067997706865319631 0.00014288482653000348 0.0001210998981687242 0.0013107732151574284 0.0012298006086456342 0.00070151753051104452 0.00096388445004011707 0.00087534213104947681 0.0010798364506120284 0.00091927497930436859 0.00063842620636406786 0.00037628128956806322 0.00035218738043814703 0.00098646349125764993 6.9001259026574155e-05 -0.00022394029616039712 0.00062603088862755725 0.00097598429426759082 0.0011475912566723768 0.00072705512420803893
leaf_weight=47 74 39 41 37 21 59 34 76 60 24 48 33 88 37 35 29 104 44 747 29 33 152 27 31 25 26 25 341 730 25
leaf_count=47 74 39 41 37 21 59 34 76 60 24 48 33 88 37 35 29 104 44 747 29 33 152 27 31 25 26 25 341 730 25
internal_value=0 0.000479243 0.00040857 0.00105606 0.000566515 0.0010721 0.000221226 0.00110402 0.000667483 0.000827425 0.00094668 0.000171374 0.000259692 0.00109363 0.000970598 0.000976521 0.00110491 0.00089239 0.00111441 0.00114686 0.000448872 0.000416122 0.000175355 0.000942522 7.35456e-06 -8.03415e-05 0.000785012 0.000996459 0.00115546 0.000870656
internal_weight=0 673 599 2448 325 2351 274 1874 97 101 477 240 156 1798 151 429 1647 116 1543 796 224 191 115 77 84 51 69 400 767 56
internal_count=3121 673 599 2448 325 2351 274 1874 97 101 477 240 156 1798 151 429 1647 116 1543 796 224 191 115 77 84 51 69 400 767 56
is_linear=0
shrinkage=0.00196078


Tree=4462
num_leaves=31
num_cat=0
split_feature=1 12 52 483 151 51 43 475 8 160 43 4 1 52 12 43 160 1 123 156 51 12 131 12 133 131 2 12 12 0
split_gain=0.711735 0.171176 0.159841 0.157833 0.134192 0.138024 0.167403 0.149099 0.124618 0.123641 0.108031 0.09204 0.0892038 0.0806092 0.0852217 0.0771363 0.0835774 0.103873 0.0764154 0.0899111 0.0916212 0.106125 0.105798 0.124579 0.0850255 0.0723166 0.0712905 0.0689261 0.125065 0.113745
threshold=0.11453000000000001 0.078300000000000008 -0.26636999999999994 -0.070084999999999981 0.095500000000000015 0.092545000000000016 -0.078654999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085594999999999991 0.40124500000000002 0.14860500000000001 -0.088614999999999985 -0.083994999999999986 -0.018859999999999998 -0.087429999999999994 0.085605000000000014 0.11679000000000002 0.10339000000000002 0.14122000000000004 -0.10022999999999999 0.095715000000000008 0.11734000000000001 0.086085000000000009 0.09031500000000002 0.11362000000000001 0.08598500000000002 0.085885000000000017 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 -1 5 6 7 -5 11 -7 13 27 18 -9 -15 -8 17 -17 19 20 21 -4 23 24 -23 -2 -18 28 29 -3
right_child=2 8 12 4 -6 9 15 10 -10 -11 -12 -13 -14 14 -16 16 26 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014063447248190641 0.01361324007913936 0.014970151574483941 0.007948160059544641 -0.0041115026304032656 -0.0022633858758490536 0.0063861930160783236 0.013466701532403627 0.012812098511494696 0.015793675765217768 -0.003478372431601639 0.0019660991548303645 0.0014648229305055879 -0.00073284005348180092 0.00050389307551085955 0.0089890372441631967 0.0064388552459422503 0.0076478208011180604 0.016396346065977757 -0.002035597077338025 0.0097001907687323807 0.0088675657537317393 -0.0010503469223402237 0.0082224812397422905 0.0084785026276395434 0.0037835537757286257 0.0052111698314547539 0.0031321233759774979 0.0077960197029530807 0.016180707710251832 0.0084029263546089045
leaf_weight=24 20 28 34 20 20 24 24 22 21 27 58 21 62 20 29 20 187 22 24 24 27 127 24 21 51 21 43 1598 24 454
leaf_count=24 20 28 34 20 20 24 24 22 21 27 58 21 62 20 29 20 187 22 24 24 27 127 24 21 51 21 43 1598 24 454
internal_value=0 0.00772765 0.00336743 0.00613622 0.00576751 0.00609134 0.00665607 0.00392235 0.0081281 0.00116378 0.00516791 0.00805234 0.00274906 0.00778347 0.00552571 0.00803217 0.00755265 0.0116547 0.0033993 0.0038228 0.00332612 0.00274394 0.00195047 0.00119405 0.000334647 0.00930974 0.00680358 0.00811809 0.00913524 0.00878442
internal_weight=0 2686 435 540 516 496 445 149 2146 51 129 2125 394 71 49 296 272 42 332 308 284 257 223 199 178 41 230 2104 506 482
internal_count=3121 2686 435 540 516 496 445 149 2146 51 129 2125 394 71 49 296 272 42 332 308 284 257 223 199 178 41 230 2104 506 482
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 1 2 4 2 4 0 1 12 47 4 4 3 475 0 52 131 1 47 12 16 14 2
split_gain=46.3713 7.76666 4.75284 3.93937 2.55364 2.30592 1.70865 1.29497 1.25064 1.22676 1.14745 0.870617 0.849879 0.76937 0.81524 0.653748 0.63625 0.575651 0.462388 0.54296 0.441849 0.396804 0.360368 0.35139 0.35066 0.330236 0.327412 0.312335 0.270285 0.249393
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.14960000000000004 0.27834500000000006 0.14285500000000004 0.42051500000000003 -0.10096999999999999 0.085345000000000018 0.087625000000000022 0.078875000000000015 0.27287000000000006 -0.52556499999999995 -0.13927999999999999 -0.066784999999999983 -0.15202999999999997 -0.069804999999999992 0.09055500000000001 0.16175000000000003 0.10648500000000001 0.084100000000000022 0.0057500000000000008 -0.073394999999999974 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 25 6 13 -4 -5 17 -6 12 -9 14 21 18 22 20 -15 -20 -7 -1 -16 -2 28 -3 -23 29 -13 -17
right_child=1 2 7 8 10 9 -8 11 -10 -11 -12 24 -14 15 16 27 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017313834752979587 0.0015927430026029816 0.00084626204133325927 0.0010547751136584878 0.0013996957349048491 0.0013902175977813416 0.0015779757010957987 0.0018116128869256716 0.00087434822751036433 0.00093306680515737792 0.00095857722715644638 0.00094099857264618369 0.00070894422804385451 0.00056804319552544421 0.0018606842732896991 0.0012999290610379714 0.0015232949862037295 0.0015061876124433239 0.0010890830261715805 0.0012622241893660365 0.0015750775645422704 0.0013883905252441765 0.0012569875149814858 0.00096457946917736061 0.0013008046104475055 0.00023829574545649495 0.0010896759947725371 0.0015162230331645849 0.0014203902197596195 0.00045103117566820975 0.0013848225762641507
leaf_weight=23 51 200 26 34 69 55 79 59 63 26 32 21 85 21 22 676 23 22 22 698 336 26 28 23 22 24 67 173 61 54
leaf_count=23 51 200 26 34 69 55 79 59 63 26 32 21 85 21 22 676 23 22 22 698 336 26 28 23 22 24 67 173 61 54
internal_value=0 0.000902716 0.00082868 0.00148387 0.000989051 0.00149984 0.00152927 0.000638458 0.00109663 0.00137169 0.00124789 0.000594812 0.000693543 0.0015171 0.00139862 0.00153072 0.00123629 0.00139769 0.00157388 0.00156552 0.00141506 0.00150078 0.00111213 0.00150201 0.000458108 0.000872342 0.00144375 0.0014953 0.000517082 0.00151305
internal_weight=0 673 599 2448 325 2351 1912 274 97 439 101 248 144 1833 189 1644 73 413 741 720 391 116 50 74 104 224 93 903 82 730
internal_count=3121 673 599 2448 325 2351 1912 274 97 439 101 248 144 1833 189 1644 73 413 741 720 391 116 50 74 104 224 93 903 82 730
is_linear=0
shrinkage=0.00196078


Tree=4464
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 2 1 2 14 12 2 1 50 11 0 52 52 12 39 11 47 48 16 43 0 15 3
split_gain=32.244 4.05479 3.39047 2.1937 1.90647 1.77219 1.60631 1.44318 1.08052 0.851318 0.817214 0.658561 0.601048 0.49901 0.441332 0.397178 0.395406 0.516436 0.368734 0.335018 0.330298 0.316657 0.309643 0.27368 0.257085 0.25399 0.240887 0.24003 0.238198 0.237445
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.092235000000000025 -0.025214999999999998 0.14122000000000004 0.092845000000000025 0.11177500000000001 0.076175000000000007 -0.42850999999999995 0.15950500000000004 0.086920000000000011 0.11266000000000001 1.0000000180025095e-35 -0.14001499999999997 -0.52606999999999993 0.0046550000000000003 0.08401500000000002 0.093225000000000016 0.095720000000000013 0.081320000000000017 0.083685000000000009 -0.008904999999999998 -0.080084999999999976 -0.050684999999999994 0.024640000000000006 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 18 7 11 21 16 -4 -9 14 -7 -14 -1 25 17 19 -2 -8 23 24 28 29 -3 -12 -11 -20 -18 -16
right_child=1 5 9 -5 -6 12 8 10 -10 26 15 -13 13 -15 20 -17 22 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011697391466052847 0.0011837562384391701 0.00041657157723798231 0.0010047351305284668 0.00068346796439623778 0.00058330976417575431 0.00043839063812360293 0.00066219558580635056 0.00093004909367897567 0.0007384754783268582 0.00070855057534214563 0.00062067879369465681 0.0013563453298563821 0.00025421365396398788 -0.00012811314019815426 0.00073366106759989848 0.00084354745608473578 0.0011755223094486375 0.0010624364425582602 0.00098444869387587621 0.0010167895202689309 0.001119076562381428 0.0003324618637002689 0.00097345249061268359 0.0011630389985500598 0.00064253485867155568 0.00040372983990784951 0.00045664321366405369 0.00074238925198324372 0.0014260195517072491 0.0010116580059412344
leaf_weight=1085 28 49 37 45 74 35 21 39 41 54 59 61 35 21 21 21 54 616 63 20 368 81 21 20 32 32 20 21 20 27
leaf_count=1085 28 49 37 45 74 35 21 39 41 54 59 61 35 21 21 21 54 616 63 20 368 81 21 20 32 32 20 21 20 27
internal_value=0 0.000587966 0.00109698 0.00111235 0.00082753 0.000477671 0.00112047 0.000547694 0.00104845 0.00076189 0.000685601 0.00115658 0.000236822 0.000110841 0.00114857 0.000600481 0.00106535 0.00104825 0.000988889 0.000835168 0.00109588 0.000419151 0.00118359 0.00097033 0.000505841 0.000544389 0.000640468 0.000923934 0.00124322 0.000890034
internal_weight=0 590 2531 2420 186 404 2375 313 793 111 151 1582 91 56 1521 112 752 657 112 41 436 162 95 68 81 91 74 84 74 48
internal_count=3121 590 2531 2420 186 404 2375 313 793 111 151 1582 91 56 1521 112 752 657 112 41 436 162 95 68 81 91 74 84 74 48
is_linear=0
shrinkage=0.00196078


Tree=4465
num_leaves=31
num_cat=0
split_feature=1 4 148 3 12 159 15 393 41 3 4 15 3 0 15 0 49 1 160 133 3 1452 1 15 16 1454 160 483 481 16
split_gain=0.887841 0.211602 0.133019 0.114505 0.15792 0.110443 0.108557 0.140486 0.136266 0.102867 0.109776 0.272324 0.126589 0.09936 0.19501 0.0954338 0.236688 0.129226 0.317763 0.0902727 0.0875497 0.0851146 0.0798625 0.0782678 0.141708 0.0834028 0.123801 0.10268 0.11272 0.0757514
threshold=0.10337500000000001 0.27044500000000005 -0.066239999999999979 -0.13309499999999996 0.10124000000000001 0.04105000000000001 0.040760000000000005 0.086030000000000009 0.075585000000000013 0.090900000000000009 -0.46376499999999993 -0.028889999999999996 0.097915000000000016 -0.10474999999999998 -0.41396999999999995 -0.067624999999999977 -0.0094199999999999978 0.080585000000000004 -0.080719999999999986 0.085635000000000003 0.099930000000000005 0.086765000000000023 0.12656000000000003 0.087685000000000013 -0.008904999999999998 0.093640000000000015 -0.54913999999999985 -0.095084999999999989 -0.086484999999999992 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 13 19 7 9 23 15 -11 12 -12 20 22 21 -17 18 -18 -4 -5 -1 -15 24 -8 26 -25 -28 -29 -22
right_child=1 3 5 4 -6 -7 8 -9 -10 10 11 -13 -14 14 -16 16 17 -19 -20 -21 29 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0091718121182387743 -0.00051436084177112205 0.0068192733051338494 0.0088935451987354058 -0.00048601127262892465 -0.0060571060507624806 0.0040638343644042669 0.010364378034780276 0.00097724253234143061 0.015492037838530018 0.0097450539802334136 0.0018715355067979546 -0.0058789895424111328 0.012643738931122549 0.0078863640971205858 -0.0060855550443601053 -0.0033013264508917929 -0.0050642457511276013 0.012621108114641781 0.0085345661393118662 0.0041026465723568457 0.0042251037519273104 0.013296044436925891 0.0014444306447575087 0.016164704179391264 0.018636440587314694 0.0031357827849443198 0.015411384685042627 0.0015438431607825416 0.0089969323413134055 0.010368335260050919
leaf_weight=896 24 70 241 21 21 88 353 24 42 42 20 22 24 27 29 20 20 48 122 47 49 53 67 25 22 23 24 21 602 34
leaf_count=896 24 70 241 21 21 88 353 24 42 42 20 22 24 27 29 20 20 48 122 47 49 53 67 25 22 23 24 21 602 34
internal_value=0 0.00517293 0.0067036 0.00324756 0.00223942 0.00716433 0.00918045 0.00855665 0.00990466 0.00870023 0.00574847 0.00320519 0.00774728 0.00300694 0.00108315 0.00897528 0.00704628 0.0081355 0.00661924 0.0081117 0.00528219 0.00940214 0.00329477 0.00968534 0.0108497 0.0090571 0.00925977 0.00899296 0.0087457 0.00674161
internal_weight=0 718 400 318 248 376 2403 1291 1112 1267 108 66 44 227 123 1159 210 190 142 288 104 949 94 1070 375 695 672 647 623 83
internal_count=3121 718 400 318 248 376 2403 1291 1112 1267 108 66 44 227 123 1159 210 190 142 288 104 949 94 1070 375 695 672 647 623 83
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 16 4 49 4 0 15 50 1 1 4 0 1 1 0 160 16 1 47 49
split_gain=76.3222 12.0495 6.28839 5.47471 3.97902 3.60807 2.50546 2.28115 1.88654 1.84474 1.66987 1.17599 1.03229 1.018 0.897433 0.880738 0.976909 0.741213 0.670548 0.614403 0.591805 0.756085 0.572445 0.55455 0.503443 0.52267 0.460364 0.447322 0.442129 0.423406
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.10613000000000002 -0.52595999999999987 0.033845000000000007 -0.054984999999999992 -0.15289999999999995 -0.11173999999999999 -0.097454999999999986 0.041865000000000006 0.083345000000000016 0.13288500000000003 -0.013125 0.14486500000000005 0.13075500000000004 0.12000500000000001 -0.079119999999999982 -0.081069999999999989 -0.44310499999999992 0.12958500000000003 0.09364500000000002 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 23 12 -4 11 27 -7 15 -2 -12 16 -1 -6 -14 -16 21 -13 -5 -3 -17 -26 -22 -8 -20 -28
right_child=1 4 8 22 17 9 10 -9 -10 -11 14 20 18 -15 19 24 -18 -19 28 -21 26 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0015452329510821303 0.00084484163941680524 0.00049711691130415294 0.0012529246440327016 0.00069547512659839559 2.6340063405142626e-05 0.00083610709864440969 0.0010913747258596081 0.0017820570390431488 0.00067981407591256252 0.00089057718123631928 0.00095447931000415011 0.001402263111645749 0.0013600358220876433 0.0012948582951281915 0.00056176892152785005 0.0014644124075497531 0.0010484792651661342 0.00040466638821349963 0.00084398256870461439 0.00020962293183434351 0.0014447359744908094 0.0010784979977990765 0.00033716829097981939 0.00017560047360163831 0.0011648917234516312 0.0014061417424815089 0.00093039696415265398 0.00072181688365983022 0.0012286242381679725 0.0012307170311420383
leaf_weight=23 23 30 34 60 85 21 34 70 63 48 20 263 80 121 142 1143 45 26 20 22 35 31 24 66 39 301 20 20 27 185
leaf_count=23 23 30 34 60 85 21 34 70 63 48 20 263 80 121 142 1143 45 26 20 22 35 31 24 66 39 301 20 20 27 185
internal_value=0 0.000624381 0.00136995 0.00099092 0.000436582 0.00139014 0.000543469 0.00143525 0.000880698 0.00125935 0.000651326 0.00129125 0.00142079 0.00122298 0.00056235 0.0014347 0.0012165 0.000114957 0.00125083 0.00051453 0.00130915 0.00136812 0.000593102 0.000276074 0.00144471 0.00137847 0.0012369 0.000954501 0.00106495 0.00120142
internal_weight=0 673 2448 228 445 2351 334 1748 97 603 238 555 1678 144 184 1551 68 111 127 164 534 294 84 96 1483 340 240 54 47 205
internal_count=3121 673 2448 228 445 2351 334 1748 97 603 238 555 1678 144 184 1551 68 111 127 164 534 294 84 96 1483 340 240 54 47 205
is_linear=0
shrinkage=0.00196078


Tree=4467
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 4 150 0 47 1 4 12 1 160 4 4 3 47 16 3 3 1 4
split_gain=48.1586 7.64245 4.72186 4.11335 2.63321 2.40066 1.56707 1.54517 1.19242 1.06752 1.00069 0.962695 0.908133 0.748469 0.722368 0.983164 1.1548 0.699623 0.514436 0.442684 0.410922 0.378736 0.377034 0.347129 0.340026 0.327563 0.321436 0.330346 0.305471 0.301993
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14122000000000004 0.27834500000000006 0.14838000000000004 0.27834500000000006 1.0000000180025095e-35 -0.10474999999999998 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.088245000000000004 0.089770000000000016 -1.0000000180025095e-35 0.057560000000000007 -0.036839999999999991 -0.0025099999999999996 0.10648500000000001 -0.091354999999999978 1.0000000180025095e-35 0.30112000000000005 0.076935000000000017 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 24 6 14 11 -5 13 29 12 -4 21 15 16 -1 18 19 -16 -14 28 -2 -22 26 -18 -3 -28 -7 -6
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 -13 20 -15 17 -17 25 -19 -20 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013155476583060698 0.0014084878610629661 0.00057873156801888754 0.00074025836723332398 0.0012548639086865578 0.001394345656899956 0.0012469949083249558 0.0016326269190623912 0.00084520945456544971 0.00077510090265872969 0.00089757851940067059 0.00078723603427719488 0.00022934346097190173 0.00059767005003355685 0.00091897963274906831 0.0014113277051460114 0.0015096277273512493 0.00074746965764936786 0.0012029720284940577 0.0013308760861412943 0.001164538383816367 0.00046365081070118817 0.0011433643870226115 0.0011095058124244604 0.00021260755118347849 0.00090895052506998874 0.0010522943392918354 0.00081826045047238944 0.00057973441643148417 0.0013877550396582197 0.0011124278400458541
leaf_weight=62 50 100 41 28 21 221 76 34 69 41 34 84 30 28 768 34 23 106 753 29 40 96 24 45 23 33 65 34 81 48
leaf_count=62 50 100 41 28 21 221 76 34 69 41 34 84 30 28 768 34 23 106 753 29 40 96 24 45 23 33 65 34 81 48
internal_value=0 0.000717042 0.000643601 0.00130929 0.000803448 0.00132561 0.00135681 0.000454 0.000913589 0.00119976 0.00106256 0.000398579 0.000489706 0.00122885 0.00134521 0.00121585 0.0011312 0.00135709 0.00136763 0.00140235 0.000400378 0.00125065 0.00131152 0.000330746 0.000683229 0.000927098 0.000657141 0.000736342 0.00128475 0.00119823
internal_weight=0 673 599 2448 325 2351 1884 274 97 467 103 240 156 426 1808 152 118 1656 1550 797 115 398 74 85 222 56 199 99 302 69
internal_count=3121 673 599 2448 325 2351 1884 274 97 467 103 240 156 426 1808 152 118 1656 1550 797 115 398 74 85 222 56 199 99 302 69
is_linear=0
shrinkage=0.00196078


Tree=4468
num_leaves=31
num_cat=0
split_feature=1 3 2 132 4 401 4 147 3 3 0 2 1 2 42 13 2 47 16 52 3 3 13 13 3 3 0 12 0 52
split_gain=1.1872 0.28569 0.151857 0.142645 0.121791 0.11181 0.111203 0.100513 0.14662 0.195718 0.14541 0.0998277 0.0977649 0.118383 0.0946714 0.20617 0.0944191 0.0903914 0.0814059 0.0818152 0.0792219 0.0932949 0.0740048 0.111436 0.105422 0.100487 0.104322 0.0800208 0.0743492 0.073403
threshold=0.10124500000000002 -0.049509999999999992 0.31358000000000003 -1.0000000180025095e-35 0.042705000000000007 0.085900000000000018 0.042705000000000007 0.10479500000000001 0.084940000000000015 0.13524500000000003 -0.26343999999999995 0.11215000000000001 0.083345000000000016 0.088665000000000008 -0.027559999999999998 -1.0000000180025095e-35 0.13913500000000004 0.084210000000000021 -0.44310499999999992 0.070205000000000017 0.10299500000000002 0.12745000000000004 0.030370000000000005 0.17001000000000002 -0.14186499999999996 -0.10519499999999998 0.10455500000000001 0.088930000000000023 -0.04917499999999999 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 16 7 -5 8 14 10 -10 -12 13 -6 -3 -16 20 -14 -15 -20 22 -22 24 29 27 -26 28 -1 -27 -24
right_child=1 2 -4 6 12 -7 -8 -9 9 -11 11 -13 17 18 15 -17 -18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.01262248736107722 0.00080769293658111403 0.0099904583169735002 -0.0035404938678054707 0.011155425546774239 0.016653791101028523 -0.0018601630426322421 0.0070619713037656691 -0.0017748070065863432 0.0058852549492111128 0.0049305929790212462 0.010562025721150416 0.019636685722930869 0.00039825317822396759 0.011661612230654754 0.0041423753140275429 -0.0059600503943131669 0.0038447118760086595 0.0081010994990953263 0.0084341329852405406 0.0016197622986510397 0.0019487337080301423 0.01115816063035957 0.0087869249794339018 0.011979528003353246 0.0038920830329880122 0.010991818041393441 0.0041851050770756876 0.020369461658410731 0.014801222469903669 0.0035882362640490212
leaf_weight=40 23 21 23 127 21 24 139 20 31 127 27 22 25 71 166 23 20 39 148 20 22 22 135 98 20 1538 22 20 53 34
leaf_count=40 23 21 23 127 21 24 139 20 31 127 27 22 25 71 166 23 20 39 148 20 22 22 135 98 20 1538 22 20 53 34
internal_value=0 0.00587519 0.00438965 0.00836308 0.0103934 0.0047853 0.00901636 0.00515027 0.0054824 0.00737106 0.0112453 0.0146364 0.00859336 0.0094552 0.00362073 0.00291298 0.0106816 0.00509218 0.00882268 0.0076229 0.0107498 0.00655345 0.010844 0.00929674 0.0110881 0.0109368 0.0110241 0.0152048 0.0111187 0.00774103
internal_weight=0 773 484 289 2348 461 266 437 417 207 80 49 324 260 210 189 2024 64 239 168 2004 44 1960 267 1693 1633 1613 60 1591 169
internal_count=3121 773 484 289 2348 461 266 437 417 207 80 49 324 260 210 189 2024 64 239 168 2004 44 1960 267 1693 1633 1613 60 1591 169
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 47 1 2 15 0 2 4 4 16 457 4 12 50 52 2 150 160 3 4 157 15
split_gain=38.1442 6.44248 4.07307 3.40669 2.28341 2.07892 1.32548 1.14372 1.07667 1.06554 1.06061 0.923581 0.871561 0.770419 0.686378 0.603992 0.597662 0.39924 0.372516 0.352438 0.511545 0.353859 0.301749 0.298663 0.324087 0.28307 0.294177 0.272918 0.259744 0.256305
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 -0.11173999999999999 0.13082500000000002 0.092845000000000025 0.11474000000000002 -0.10469999999999999 -0.07929499999999999 0.14285500000000004 0.27834500000000006 0.27834500000000006 -0.10850999999999998 0.080930000000000016 -0.49013999999999996 0.08401500000000002 0.083640000000000006 -0.024714999999999997 0.11682500000000001 0.08926000000000002 -0.067824999999999983 -0.0025099999999999996 -0.0070899999999999991 -0.23976499999999998 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 7 8 12 14 -5 27 -1 28 15 -4 17 -9 -14 21 -21 -15 -3 24 -24 -17 -27 -6 -10 -16
right_child=1 2 9 10 11 -7 -8 16 13 -11 -12 -13 18 19 29 25 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011864467016329953 0.0010312437572899986 0.00038525177928103036 0.00049749909665542313 0.00091017675233158923 0.0010913130559681425 0.00062572155543450826 0.0012797866717509639 0.0010072177539516207 0.00089604348571904768 0.00055957128980829252 0.00048530816986522133 0.00048582689200287756 0.00083728152162888467 0.0010489881840713324 0.00020610065781573062 0.00040204144743543501 0.00060340007169441107 0.00085490111081756154 0.00053066894897789343 0.00075789022495823053 0.00099693841679427027 0.0013287282318405521 0.00070463889773855813 0.00041438604558945868 0.00042458922462233534 0.00027604591393587635 3.6722462619746139e-05 0.00083890094134032194 0.0010906064771782713 -1.1868510972910221e-07
leaf_weight=20 76 108 39 37 23 48 84 149 27 37 58 26 39 101 37 23 22 119 25 37 493 21 47 52 24 39 40 58 1150 62
leaf_count=20 76 108 39 37 23 48 84 149 27 37 58 26 39 101 37 23 22 119 25 37 493 21 47 52 24 39 40 58 1150 62
internal_value=0 0.000492666 0.000426111 0.00101476 0.000570566 0.00102957 0.00103805 0.00102883 0.00104622 0.000249843 0.000650783 0.000807364 0.000829162 0.00105619 0.000202094 0.000289958 0.000914081 0.000939585 0.000717511 0.00100212 0.00098025 0.00109714 0.000460881 0.000527287 0.000609974 0.000210604 0.000154869 0.000910574 0.00108614 7.69532e-05
internal_weight=0 691 615 2430 338 2335 2287 2203 1913 277 95 107 84 1829 240 141 290 268 64 652 530 122 231 123 71 102 79 81 1177 99
internal_count=3121 691 615 2430 338 2335 2287 2203 1913 277 95 107 84 1829 240 141 290 268 64 652 530 122 231 123 71 102 79 81 1177 99
is_linear=0
shrinkage=0.00196078


Tree=4470
num_leaves=31
num_cat=0
split_feature=1 4 155 157 124 1 2 376 15 16 147 376 0 0 483 3 3 3 40 13 15 41 3 1176 12 403 159 132 3 4
split_gain=1.14628 0.255908 0.147651 0.131252 0.124958 0.117623 0.106571 0.104853 0.0886808 0.0884586 0.0875399 0.0916057 0.0868708 0.101147 0.109877 0.0866727 0.138714 0.0901761 0.0856958 0.0852165 0.0811836 0.130904 0.108266 0.107738 0.108207 0.143597 0.103192 0.100191 0.112873 0.132749
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 -0.076779999999999987 0.12958500000000003 0.13501500000000002 0.084985000000000019 -0.089964999999999976 0.13751500000000003 0.094075000000000006 0.086100000000000024 0.024095000000000002 -0.036484999999999997 0.093585000000000015 0.14121000000000003 0.0068900000000000012 -0.026224999999999995 -0.078554999999999986 -0.42195999999999995 0.040760000000000005 0.075585000000000013 -0.053259999999999995 0.085295000000000024 0.09320500000000001 -0.088144999999999987 0.082585000000000006 0.082150000000000015 0.092670000000000016 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 18 20 8 -1 -8 11 15 13 14 -7 16 17 -5 -3 -17 23 22 -22 24 25 -6 -26 28 29 -27
right_child=1 5 -4 10 6 12 9 -9 -10 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 21 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=0.0079825261942087066 -0.0015068175736814738 0.00011958950371653945 0.011695310007017411 0.009502486757149823 0.00384683457959909 -0.00035932035327236031 0.0017385742109682824 0.012566266420551322 0.001048838353516268 0.010392219506181955 0.00043768869712948797 0.0018241888752007591 -0.0038703955118902602 0.0088164924910025932 0.0075510370072813457 0.0095385386395956517 0.015376682293468289 0.0048352146145099638 0.0062948962866412068 0.0019662008326988491 0.010487024543359797 0.016454808811498127 0.015730221229378224 0.002780136982487007 0.0073255205137788193 0.018107217510363885 0.012049467484630122 0.0064690872833554477 0.0072784690453360475 0.011078660312904404
leaf_weight=39 20 27 61 114 32 87 27 22 35 21 20 28 26 21 22 23 28 65 134 42 998 41 41 22 245 28 57 53 75 667
leaf_count=39 20 27 61 114 32 87 27 22 35 21 20 28 26 21 22 23 28 65 134 42 998 41 41 22 245 28 57 53 75 667
internal_value=0 0.00548652 0.00716507 0.0063523 0.0100401 0.00336316 0.0101872 0.00650506 0.00470308 0.00552454 0.00684349 0.00727055 0.00140627 0.0024616 0.00123727 0.0078312 0.0088315 0.00780767 0.00525929 0.00464564 0.0102863 0.0109126 0.0106939 0.00971251 0.00984433 0.0104191 0.00821713 0.0106746 0.0109641 0.0113618
internal_weight=0 718 401 340 2403 317 2307 96 74 48 320 300 156 130 109 272 207 179 161 65 2259 1080 1039 1179 1157 855 302 823 770 695
internal_count=3121 718 401 340 2403 317 2307 96 74 48 320 300 156 130 109 272 207 179 161 65 2259 1080 1039 1179 1157 855 302 823 770 695
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=31
num_cat=0
split_feature=1 3 52 12 124 157 48 43 51 47 47 2 2 2 160 472 42 42 158 13 42 52 1 48 12 1213 484 160 4 158
split_gain=0.928486 0.215826 0.140645 0.108279 0.103894 0.106339 0.114382 0.119292 0.114452 0.123467 0.111135 0.101735 0.0945325 0.0820445 0.0738801 0.0727195 0.0710246 0.114752 0.105267 0.101051 0.0924821 0.0796501 0.128971 0.0879511 0.078289 0.0757799 0.080005 0.0729346 0.0708036 0.0699141
threshold=0.10337500000000001 0.31370500000000007 -0.53964499999999982 -0.42850999999999995 0.0049200000000000008 -0.092234999999999998 -0.089099999999999999 -0.24021999999999996 0.10876000000000001 0.078345000000000012 0.11596500000000001 0.092235000000000025 -0.13033999999999998 0.15950500000000004 -0.076689999999999994 -1.0000000180025095e-35 0.075730000000000006 0.086375000000000021 0.07968500000000002 0.10935500000000002 -0.088934999999999986 -0.45478499999999994 0.08864000000000001 0.016865000000000002 0.11734000000000001 -0.067764999999999978 0.015535000000000002 0.095580000000000012 0.40473500000000007 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 15 -3 5 -4 -7 -8 9 14 -10 12 -1 -5 -9 -2 18 -18 19 21 -21 -13 25 -24 -19 -23 -27 -20 -11 -14
right_child=1 3 4 13 -6 6 7 8 10 28 -12 16 29 -15 -16 -17 17 24 27 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0032687177426244797 0.0061987952273249488 0.0052206771874002056 -0.0016429958678781987 0.00077738579281646277 -4.9031183718600207e-05 0.013202803041785956 0.012510139600414298 0.0061050813773908886 0.013223662730888465 0.0089275661811727709 0.0044217314965163288 0.010694485611721493 0.009377818883356058 -0.0066474838034165182 0.0025520534301069868 0.013180632078354912 0.014390251584149697 0.0090484590913070904 0.014882103172047729 0.0062253807725865043 -0.0028978780191391707 0.013330993943271183 -0.0029064543922210024 0.0053720319855280899 0.0041842588789861752 0.006271504039605566 0.012818246787147864 0.0074509578933939337 0.0022669124323874711 0.011661207341161129
leaf_weight=24 26 35 20 46 36 20 23 80 32 79 26 55 1427 22 218 35 37 313 28 25 20 21 21 33 37 168 21 25 20 148
leaf_count=24 26 35 20 46 36 20 23 80 32 79 26 55 1427 22 218 35 37 313 28 25 20 21 21 33 37 168 21 25 20 148
internal_value=0 0.00493786 0.00564739 0.000701348 0.00514559 0.00550661 0.00579374 0.00548374 0.00512855 0.00452234 0.00927797 0.00903609 0.00949747 -0.00162478 0.00350589 0.0102048 0.00811848 0.00909412 0.00721303 0.00660676 0.0021706 0.00723255 0.00651132 0.00215262 0.00853424 0.00763213 0.00699892 0.0113768 0.00758198 0.00959238
internal_weight=0 718 615 103 554 518 498 478 455 397 58 2403 1599 68 298 61 804 387 417 364 45 319 264 54 350 210 189 53 99 1575
internal_count=3121 718 615 103 554 518 498 478 455 397 58 2403 1599 68 298 61 804 387 417 364 45 319 264 54 350 210 189 53 99 1575
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 3 475 4 16 8 4 4 2 2 2 0 402 160 159 1 12 402 13 13 1213 16 51 1375 484 15
split_gain=0.761981 0.234813 0.178857 0.205973 0.127113 0.116757 0.110171 0.113034 0.132918 0.100425 0.0985273 0.0929066 0.0918735 0.148841 0.0833894 0.082739 0.112656 0.120028 0.123337 0.109809 0.16751 0.101101 0.0988683 0.0978943 0.181957 0.0993942 0.105636 0.110342 0.114875 0.0831641
threshold=0.11910500000000002 0.078300000000000008 -0.27302499999999996 -0.078139999999999973 0.11924500000000002 -0.14847999999999997 -0.0029899999999999996 1.0000000180025095e-35 -0.36241499999999999 1.0000000180025095e-35 0.40945500000000007 0.053180000000000012 -0.0091949999999999983 0.097845000000000015 0.14285500000000004 -0.085669999999999982 0.08865000000000002 -0.53379499999999991 -0.040234999999999993 0.08592000000000001 0.087695000000000009 0.13924000000000003 -0.091904999999999987 -0.096404999999999991 0.104315 0.042200000000000008 0.094785000000000022 0.084315000000000015 0.091180000000000011 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 12 -9 11 14 15 -8 -14 -2 19 17 18 -17 23 -21 -18 -19 -3 25 26 27 28 -25 -24
right_child=10 9 3 4 -6 -7 7 8 -10 -11 -12 -13 13 -15 -16 16 21 22 -20 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025923104632807818 0.0061951371307300222 0.013555087232750588 -0.0034044022310990838 0.0022743059391224828 0.0037924049067762956 0.0091526319582209172 0.0021811377067660945 0.0055282618436548444 -0.0045908233821392056 0.015031901789850304 0.0012937827230749092 0.0065056323450321711 0.0157469653012231 0.0055396642275154593 0.0012422785170350167 0.0079735673117366703 0.012634048444907304 0.0033046287825951974 -0.0024995804804822676 -0.0014060460433194585 0.0086148279874275133 0.0070106936903784473 0.011108596511275253 0.01091226123470327 0.0011416503442451358 0.0046131595168403833 0.006037522577589341 0.0054529136180302461 0.017952309852465986 0.0078249397173486158
leaf_weight=23 111 66 20 27 68 287 35 27 25 22 186 270 20 50 49 22 92 45 23 22 69 49 84 318 25 33 51 34 25 943
leaf_count=23 111 66 20 27 68 287 35 27 25 22 186 270 20 50 49 22 92 45 23 22 69 49 84 318 25 33 51 34 25 943
internal_value=0 0.00783568 0.00605007 0.00640566 0.00771229 0.00856118 0.00358569 0.00447615 0.000663317 0.00830957 0.00285889 0.00824144 0.0063644 0.00845604 0.00467832 0.00848798 0.00801632 0.0076801 0.00262063 0.00941076 0.0061922 0.0106798 0.00789249 0.00994136 0.00945061 0.0099012 0.0103089 0.0108868 0.0114254 0.00809352
internal_weight=0 2775 582 559 382 314 177 157 52 2193 346 2171 105 70 160 1901 1258 1117 45 643 91 141 1072 552 486 461 428 377 343 1027
internal_count=3121 2775 582 559 382 314 177 157 52 2193 346 2171 105 70 160 1901 1258 1117 45 643 91 141 1072 552 486 461 428 377 343 1027
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 47 2 0 49 4 2 4 1 150 12 4 3 47 157 475 3 15 13 16 399 131
split_gain=43.6522 6.82956 4.68491 3.82097 2.51237 2.31383 1.55 1.07831 1.05807 1.05768 0.945902 0.883158 1.00151 0.773577 0.741231 0.72884 0.699924 0.474137 0.451154 0.600321 0.399882 0.375326 0.368276 0.351475 0.295559 0.287522 0.282857 0.252598 0.250863 0.21778
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.13501500000000002 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.14285500000000004 0.27834500000000006 0.083135000000000014 1.0000000180025095e-35 0.09141500000000001 -0.52556499999999995 -0.14847999999999997 0.090100000000000013 -0.08107499999999998 -0.07675499999999999 -0.0063699999999999989 -0.41942499999999994 -1.0000000180025095e-35 -0.087874999999999981 0.088080000000000006 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 11 -6 -5 14 17 12 16 18 15 -4 -1 23 19 -13 -21 -3 -20 -7 -18 -16 -17 -26 -24 -2
right_child=1 2 9 8 7 10 -8 -9 -10 -11 -12 13 -14 -15 25 26 24 -19 22 20 -22 -23 28 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010281790181799653 0.0011011752822776592 0.00041374635828853083 0.0004896221007700389 0.00093570623641904549 0.00095204710569443609 0.0011303100360780299 0.0013524475213640469 0.00051851930329576139 0.00050650261550645498 0.00053985006797421223 0.0006659101171333805 0.0014303160826568406 0.001217661726578648 0.00091602546917576464 0.0001770715681548765 0.00011563256025069582 0.00051993590323071853 0.00070173856963826335 0.00079020001863787717 0.00083551491957669169 0.0011153358345298305 0.00064328669561255797 0.0010437648992205808 0.00095183324673485587 0.00066891433231494699 -4.1345161369510478e-05 0.00035568052712900964 0.00094243750969568894 0.0012355787909122742 0.00086165464099715737
leaf_weight=48 54 190 39 34 71 49 79 32 63 34 48 23 36 98 37 77 20 26 21 20 1076 32 411 316 27 62 25 25 28 20
leaf_count=48 54 190 39 34 71 49 79 32 63 34 48 23 36 98 37 77 20 26 21 20 1076 32 411 316 27 62 25 25 28 20
internal_value=0 0.000474466 0.00040504 0.00103832 0.000564261 0.00105405 0.00108353 0.000817359 0.000656945 0.000216183 0.00092568 0.00107194 0.000930825 0.00108507 0.00017033 0.000261638 0.000844774 0.00095757 0.00109556 0.00111681 0.00111023 0.000446833 0.00104386 0.000975793 0.000722505 4.02853e-05 0.000174468 0.000800416 0.001056 0.00103644
internal_weight=0 673 599 2448 325 2351 1912 103 97 274 439 1833 156 1677 240 141 120 391 1579 1119 1096 222 460 365 72 99 102 52 439 74
internal_count=3121 673 599 2448 325 2351 1912 103 97 274 439 1833 156 1677 240 141 120 391 1579 1119 1096 222 460 365 72 99 102 52 439 74
is_linear=0
shrinkage=0.00196078


Tree=4474
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 2 4 2 1 3 14 11 1 4 16 52 10 43 0 47 3 3 16 51 43 131
split_gain=23.6686 3.67452 2.39882 2.22746 1.39572 1.16874 0.987767 0.698662 0.649482 0.618401 0.635065 0.538483 0.465637 0.394062 0.370395 0.366933 0.395948 0.725269 0.264837 0.267146 0.264539 0.262972 0.246914 0.235655 0.218712 0.208777 0.195059 0.200602 0.19161 0.187777
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.077845000000000011 0.089775000000000008 0.17025000000000004 0.40945500000000007 0.11474000000000002 0.091450000000000017 0.30112000000000005 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.19444000000000003 -0.14765999999999999 -0.38124499999999995 -0.14792499999999997 -0.026509999999999995 0.10648500000000001 0.12745000000000004 -0.010424999999999999 -0.079504999999999978 0.0038750000000000004 -0.080084999999999976 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 23 6 8 -5 12 10 13 -6 14 24 26 16 18 -18 19 -10 -11 -17 -7 -3 -4 -12 -1 -28 -9 -2
right_child=1 2 9 7 11 22 -8 28 15 20 25 -13 -14 -15 -16 21 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010182675277538424 0.00099910650582110357 0.00047202250732473236 0.00048114524389290472 0.00090935985591648666 0.00085351782345061448 0.00079734919529653907 0.00057357276999145791 0.00060740767461446457 0.0011022971541273826 0.00025049230371706072 0.00040366908956822106 0.00052715380694351942 0.00089949620204145492 0.00028116561425932797 0.0011511464009910139 0.00084896205353135825 0.00098987363424955636 0.00056648738682270046 0.00084743470854717535 0.00092559649019829308 -3.3703183517882639e-05 0.0011018303211541005 0.00051510465383349858 0.00068187562261294425 0.00070783210833088249 0.00023824825584402876 0.00097536291720635559 0.0008155740012286925 0.00038095969998953389 0.00077554325116615673
leaf_weight=545 52 195 36 28 77 22 26 51 35 34 44 26 210 22 59 21 28 35 166 547 20 64 26 23 30 88 539 32 20 20
leaf_count=545 52 195 36 28 77 22 26 51 35 34 44 26 210 22 59 21 28 35 166 547 20 64 26 23 30 88 539 32 20 20
internal_value=0 0.000518637 0.00046801 0.000935182 0.000583036 0.000947295 0.000953595 0.000647061 0.000957927 0.000333255 0.000379405 0.000771135 0.000984539 0.00050843 0.000999738 0.000916791 0.000903945 0.000754659 0.000916519 0.000936223 0.000145235 0.00103936 0.000644467 0.000494163 0.000584185 0.000293389 0.000991734 0.000966408 0.00054362 0.000937006
internal_weight=0 667 595 2454 321 2355 2307 99 2281 274 220 103 1385 88 1175 896 811 63 748 582 54 85 48 218 66 132 1116 571 71 72
internal_count=3121 667 595 2454 321 2355 2307 99 2281 274 220 103 1385 88 1175 896 811 63 748 582 54 85 48 218 66 132 1116 571 71 72
is_linear=0
shrinkage=0.00196078


Tree=4475
num_leaves=31
num_cat=0
split_feature=1 4 155 2 150 0 4 2 3 13 52 4 15 51 48 52 43 0 43 123 13 2 47 49 39 49 13 52 3 159
split_gain=0.906787 0.20587 0.119048 0.108031 0.106274 0.134579 0.105995 0.100384 0.0829317 0.0930216 0.0744979 0.100622 0.0962412 0.0755339 0.0887282 0.0743281 0.118918 0.0889108 0.0889473 0.0699802 0.0764001 0.0970597 0.114198 0.076045 0.0774164 0.0881684 0.11312 0.084912 0.121939 0.0808347
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 0.25063000000000007 0.092390000000000014 -0.019414999999999998 0.40124500000000002 0.092235000000000025 -0.13309499999999996 1.0000000180025095e-35 -0.046924999999999988 -0.0073899999999999999 -0.065449999999999994 -0.12794499999999998 0.085700000000000012 0.12418000000000001 0.10366000000000002 -0.036484999999999997 -0.05647499999999999 0.084025000000000016 -0.075974999999999987 0.092875000000000013 0.081320000000000017 -0.047584999999999995 0.10166000000000001 0.12595000000000003 0.15641500000000003 -0.43851499999999993 -0.097174999999999984 0.014475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 8 5 10 7 -1 -3 15 13 -12 -13 -2 -15 16 17 18 -10 20 -9 -22 23 -23 25 26 27 -25 -29 -30
right_child=1 3 -4 -5 -6 -7 -8 19 9 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0093249648183214417 0.0095907506693038158 0.0064668505055979313 0.010326476203521989 -0.0036015705690563972 0.0017851262825124359 0.00091704352525994186 0.0018938479394736618 0.0097105462499582386 -0.0020651628098650172 -0.0037169772581281987 0.012874150517678193 0.0093073551046644453 0.001879395536833237 -0.0019338692897872536 0.0056828613457484897 0.0077241843193769453 -0.0049196993419900539 0.0088689064917465057 0.0038319897477662097 0.003870827208738774 0.001293033640831709 0.0019015682473157844 0.01322925530710361 0.011117946447234657 0.001755020009087665 0.0032428412672339218 0.014210408688673088 0.00018103772156831364 0.0069398527281683293 0.011438655798152394
leaf_weight=1590 32 67 61 24 62 39 22 224 35 22 43 53 26 20 65 30 20 24 95 40 24 24 36 67 21 36 31 23 216 49
leaf_count=1590 32 67 61 24 62 39 22 224 35 22 43 53 26 20 65 30 20 24 95 40 24 24 36 67 21 36 31 23 216 49
internal_value=0 0.0047531 0.00625864 0.00284862 0.00552882 0.00636374 0.00880315 0.00886699 0.00337696 0.00246093 0.00725253 0.0089815 0.00686271 0.00544968 0.00389069 0.00312717 0.00233459 0.0032767 0.00224429 0.00794641 0.00816348 0.00750591 0.00780235 0.007384 0.00768101 0.00797591 0.00841733 0.00791146 0.00716551 0.00777171
internal_weight=0 718 401 317 340 278 2403 2381 293 226 239 122 79 117 85 204 174 154 130 791 751 527 503 467 443 422 386 355 288 265
internal_count=3121 718 401 317 340 278 2403 2381 293 226 239 122 79 117 85 204 174 154 130 791 751 527 503 467 443 422 386 355 288 265
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 2 15 0 2 14 4 47 2 49 16 13 16 3 47 1 50 15 151 475 3 1 12
split_gain=38.2348 4.71445 4.13394 2.74964 2.50296 2.02581 1.44837 1.28312 1.20453 1.04424 0.902312 0.833148 0.614288 0.604489 0.573131 0.56939 0.523555 0.517924 0.497804 0.491651 0.473691 0.455615 0.436836 0.366687 0.468454 0.362429 0.36032 0.339301 0.311945 0.30013
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.097070000000000004 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 -0.14832499999999996 0.10855000000000002 0.062655000000000016 0.033845000000000007 0.077555000000000013 0.13501500000000002 -0.012034999999999999 0.19444000000000003 -1.0000000180025095e-35 -0.013024999999999998 0.12745000000000004 0.080455000000000013 0.12000500000000001 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 -0.025744999999999997 -0.10023499999999998 0.12958500000000003 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 11 7 10 22 28 17 -4 12 14 29 19 -8 -2 21 -10 -1 -20 -6 -3 24 -7 -26 -21 -15 -9 -12
right_child=1 5 6 -5 9 23 15 8 18 -11 13 -13 -14 27 -16 -17 -18 -19 20 26 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00094577503637265374 0.00075629491358995436 0.00058120279907693262 0.0014676926176921993 0.00055674431956840545 0.00065122920643452488 0.0003561938725578132 0.0011038515407362363 0.0010924790645559417 0.00047534726768012859 0.0012239186093211175 0.0012382342488388137 0.0008154580110614312 0.0014608116431988497 0.00084169207409741397 0.0013608798228837307 0.00085000038447049034 0.0011063295426855509 0.0010380043202087659 0.00055752708485313487 0.0009517289746820537 0.00088677461407765624 0.00091575230152218367 0.00027229227384345398 0.00044403039726832814 0.00021976673719929714 -0.00012865361915079547 0.0012521805680614179 0.0011142538089270737 0.00075412806032188959 0.001182725854813288
leaf_weight=71 20 24 50 74 115 29 415 22 104 20 749 33 22 22 30 37 92 21 42 21 28 32 66 23 22 24 57 87 20 749
leaf_count=71 20 24 50 74 115 29 415 22 104 20 749 33 22 22 30 37 92 21 42 21 28 32 66 23 22 24 57 87 20 749
internal_value=0 0.000591722 0.00114601 0.000850039 0.000968855 0.000472794 0.00118146 0.00055137 0.000633329 0.000800382 0.00120829 0.00110421 0.00115162 0.00120022 0.00111361 0.00108307 0.00104382 0.000749961 0.00056139 0.00106383 0.000689226 0.000708812 0.000354668 0.000227444 0.000161024 3.79822e-05 0.00117129 0.00105924 0.00093136 0.00121048
internal_weight=0 590 2531 186 422 404 2109 306 216 188 1657 234 201 1607 179 452 112 168 174 149 70 147 90 98 75 46 78 109 42 1498
internal_count=3121 590 2531 186 422 404 2109 306 216 188 1657 234 201 1607 179 452 112 168 174 149 70 147 90 98 75 46 78 109 42 1498
is_linear=0
shrinkage=0.00196078


Tree=4477
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 1 2 0 49 1 4 14 1 0 4 52 39 3 159 160 49 52 4 16 49
split_gain=49.6739 8.32771 5.09075 3.89276 2.81318 2.37503 1.91051 1.43936 1.31029 1.1564 1.10638 1.04803 0.860678 1.34787 0.742736 0.737843 0.725842 0.625119 0.491222 0.451807 0.409376 0.395043 0.391902 0.350746 0.725195 0.338555 0.334889 0.476402 0.441474 0.32337
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.40473500000000007 0.27287000000000006 0.14285500000000004 0.09253500000000002 0.14960000000000004 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0061450000000000003 -0.45687499999999998 0.14860500000000001 -0.085669999999999982 -0.55119499999999988 -0.56176499999999996 0.087690000000000004 -0.12711499999999995 0.082585000000000006 -1.0000000180025095e-35 -0.054319999999999993 0.039215000000000007 0.24564500000000003 0.11346000000000002 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 -6 9 21 -5 20 13 14 -1 18 -10 -18 -14 -20 -7 -4 -21 24 -3 -12 27 -22 -28 -16
right_child=1 2 8 10 7 11 -8 -9 16 -11 25 -13 15 -15 29 -17 17 -19 19 22 26 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013610722940138845 0.0013919311257461768 0.0011164075578265176 0.00099054611551494497 0.00126975081096196 0.0012801329960141412 0.0014971051447035936 0.0017265290283320243 0.00078771466625034267 0.00071971806381019503 0.00043176732045443106 0.00096289983602485267 0.00088186142516644118 0.0014804827911299439 0.0016055623590111399 0.0012454189088832097 0.0012622824112911389 0.00042878830240152899 0.00014254819501337466 0.0016851616893860106 0.0012084236859248893 0.0012485559045830193 0.00067146856367284618 0.0014089946111173152 0.0006278099376363915 0.00074033916056132076 0.00066976080510337474 0.0013822358961049646 0.00093810839507203585 0.0011333202739109767 0.00095547488784673167
leaf_weight=46 76 23 35 34 74 33 76 33 24 42 33 26 542 35 21 104 110 40 22 39 200 26 945 70 138 28 141 21 34 50
leaf_count=46 76 23 35 34 74 33 76 33 24 42 33 26 542 35 21 104 110 40 22 39 200 26 945 70 138 28 141 21 34 50
internal_value=0 0.000779603 0.000703933 0.0013754 0.00086543 0.00139123 0.00142199 0.00112827 0.000506871 0.000682151 0.000986321 0.00126412 0.00140916 0.00126797 0.00116698 0.00142216 0.000403114 0.000352458 0.0014329 0.00140726 0.00128728 0.000854546 0.00140105 0.000743683 0.000794063 0.000828344 0.0012698 0.00121906 0.00133388 0.00104123
internal_weight=0 691 615 2430 338 2335 1880 107 277 103 95 455 1804 152 117 1652 174 150 1548 1006 429 61 984 231 161 61 396 221 175 71
internal_count=3121 691 615 2430 338 2335 1880 107 277 103 95 455 1804 152 117 1652 174 150 1548 1006 429 61 984 231 161 61 396 221 175 71
is_linear=0
shrinkage=0.00196078


Tree=4478
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 2 3 4 47 14 52 50 12 52 2 3 0 16 2 4 3 0 42 16 4 3
split_gain=68.1799 7.89231 6.5452 4.49641 4.02878 3.25709 2.64424 2.56732 1.92927 1.58717 1.54917 1.48766 1.23186 1.19034 1.10648 1.00883 0.978216 0.846514 1.06731 1.15474 0.794952 0.869608 0.757977 0.663498 1.00115 0.631725 0.627407 0.543785 0.467147 0.429666
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.091325000000000003 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 -0.11171999999999999 0.053180000000000012 0.077555000000000013 0.076175000000000007 0.048770000000000008 0.11266000000000001 0.13597000000000004 1.0000000180025095e-35 0.10402500000000002 -0.0063699999999999989 -0.11173999999999999 -0.43320999999999993 0.11411 -0.046564999999999988 0.092670000000000016 -0.11991499999999998 0.11066000000000001 -0.073849999999999985 0.0082450000000000006 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 7 13 26 -6 -9 -1 16 23 20 -7 -11 25 18 19 -10 21 -4 -2 -12 -25 -8 -3 -27 -22 -13
right_child=1 5 6 -5 8 14 11 9 17 15 12 29 -14 -15 -16 -17 -18 -19 -20 -21 28 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0010683664717033032 0.0014878698080803528 0.00065721485319752081 0.0016179457331905846 0.00078979490890459343 0.0016089695383186768 0.00018324807852040175 0.0019265251183042339 0.0012962843188917656 0.00090527779773226893 0.0007475965375598842 0.001683398899877289 0.0010827529897876813 0.0019299056234897351 0.0019832462339145146 0.0006301837074199762 0.0012243767356783512 0.0012155603000326201 0.0013991395175101304 0.00078447526607777231 0.0013735443989143651 0.0016827499037391758 0.0011054103920126663 0.0010666993932396758 0.0015137341899152089 0.0010499955169896392 0.0016476284069637101 0.00033891438881213635 0.0015319101954685813 0.0015115489569095105 0.0013928120981570188
leaf_weight=26 92 133 35 74 28 57 20 39 41 91 58 20 32 46 34 21 29 23 56 40 1070 20 20 96 22 242 29 440 65 122
leaf_count=26 92 133 35 74 28 57 20 39 41 91 58 20 32 46 34 21 29 23 56 40 1070 20 20 96 22 242 29 440 65 122
internal_value=0 0.000830628 0.0015708 0.00116485 0.00134789 0.000676752 0.0016154 0.000771682 0.00113415 0.000955618 0.00151962 0.00153279 0.00157602 0.00167375 0.000350235 0.000836993 0.00156847 0.00105106 0.000992619 0.00113652 0.00166179 0.00143157 0.00141266 0.00151168 0.00142727 0.00158304 0.000600235 0.00157297 0.00167295 0.00134914
internal_weight=0 590 2531 186 422 404 2109 313 188 151 234 873 208 1236 91 112 731 160 137 81 1190 55 112 176 118 702 162 682 1135 142
internal_count=3121 590 2531 186 422 404 2109 313 188 151 234 873 208 1236 91 112 731 160 137 81 1190 55 112 176 118 702 162 682 1135 142
is_linear=0
shrinkage=0.00196078


Tree=4479
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 1 2 4 0 15 49 13 150 12 1 52 3 1 1 40 1 47 2 40 47 4
split_gain=47.4934 8.01486 4.00342 3.94574 2.80809 2.16417 1.66446 1.47757 1.40959 1.21021 1.11574 0.81534 0.835074 0.72686 0.693074 0.665776 0.556101 0.520202 0.543237 0.436828 0.434091 0.431751 0.416401 0.373518 0.3664 0.361503 0.344463 0.335091 0.326107 0.314393
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.092845000000000025 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.054984999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.088245000000000004 0.089770000000000016 -0.56176499999999996 0.12745000000000004 0.16175000000000003 0.083345000000000016 -0.077714999999999992 0.12958500000000003 0.10350500000000001 0.13501500000000002 -0.063404999999999989 0.093140000000000014 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 6 7 23 11 24 -5 16 12 13 -1 -2 27 19 18 29 -7 -17 -6 -13 -3 -8 -16 -4 -10 -24 -14
right_child=1 4 26 9 21 10 8 -9 15 -11 -12 22 17 -15 25 20 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015422846299404786 0.0010042780322695227 0.00066510247406434625 0.00085475663212943758 0.001298392914279024 0.0004546227914023503 0.0015626326595701758 0.0012458673260478687 0.0017208462659850086 0.00081274187139566165 0.00084750472038399942 0.00099587231386312155 0.001374461612068183 0.0017342889146325126 0.0011236642582165034 0.0014718117702066601 0.00079587173069848964 0.0010765862894043618 0.0014273607959012235 0.0012351339062054952 0.001333478791188831 0.0011051926570825089 0.00014239104375952767 0.00096069366908540913 0.00042027675258178338 0.00091140299305027608 0.0012562141547448928 0.00057317023399744091 0.00057937990407993774 0.001288514502910005 0.0015015722417578807
leaf_weight=23 23 46 61 37 90 35 34 76 36 60 41 99 23 52 67 53 30 770 29 371 26 21 20 50 20 54 23 69 28 754
leaf_count=23 23 46 61 37 90 35 34 76 36 60 41 99 23 52 67 53 30 770 29 371 26 21 20 50 20 54 23 69 28 754
internal_value=0 0.000818905 0.00111784 0.00140704 0.00066574 0.00142303 0.000755534 0.00145305 0.000843444 0.00101949 0.00130512 0.00144173 0.00145419 0.00125204 0.00131629 0.000761696 0.0013342 0.00146381 0.00149863 0.00135323 0.000897674 0.000395552 0.0013018 0.000537589 0.00112199 0.00137559 0.000777656 0.00065939 0.00115192 0.00150846
internal_weight=0 673 228 2448 445 2351 334 1874 238 97 477 1798 1651 75 144 184 436 1576 806 406 79 111 147 96 54 121 84 105 48 777
internal_count=3121 673 228 2448 445 2351 334 1874 238 97 477 1798 1651 75 144 184 436 1576 806 406 79 111 147 96 54 121 84 105 48 777
is_linear=0
shrinkage=0.00196078


Tree=4480
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 47 2 0 15 150 4 4 15 12 4 1 47 1 3 3 160 15 10 0 52
split_gain=43.7486 7.36672 4.50824 4.16517 2.79554 2.15232 1.40118 1.38876 1.24817 1.10134 1.09306 0.778499 0.696031 0.973607 0.677496 0.669777 0.663762 0.55962 0.460599 0.445371 0.433797 0.420382 0.412531 0.399302 0.415427 0.348581 0.328965 0.31482 0.293002 0.289793
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.27834500000000006 0.14122000000000004 0.13082500000000002 0.14838000000000004 -0.10474999999999998 -0.10653 1.0000000180025095e-35 0.27834500000000006 0.0061450000000000003 0.083195000000000005 0.088245000000000004 -0.51843499999999987 0.089875000000000024 0.090100000000000013 0.076935000000000017 -0.079724999999999976 0.090900000000000009 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 -0.030209999999999997 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 -5 -6 14 11 15 13 -1 22 29 18 23 19 -14 -21 -3 28 -15 -25 -17 -13 -28 -7 -4
right_child=1 2 10 7 8 9 -8 -9 -10 -11 -12 26 16 17 -16 25 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014125216387066185 0.0012995462467825848 0.00064109021718844472 0.00054011258470150177 0.0012015506584356263 0.0012184734941883906 0.0012129317298494612 0.001587145621777811 0.00070982888663275161 0.0007594641935050212 0.00087069863407186255 0.00078755980679784681 0.00042016747113668337 0.0016519073233439699 0.00076587525032022414 0.00091236411379937187 0.00059885410738049773 0.0011769116966758796 0.001372594418478947 0.0013025164157381107 0.0013711517951195584 0.0011135277188022031 0.0008840175172058391 0.0013430421890886237 0.0012349587763907013 0.0009132840390941487 0.00035300950612456586 0.00032581051607050149 2.3084554466789361e-05 0.0010057807744476262 0.0008699055609791553
leaf_weight=50 74 190 20 34 69 277 76 63 34 41 34 31 21 20 28 30 106 20 753 750 26 32 92 33 29 85 25 28 29 21
leaf_count=50 74 190 20 34 69 277 76 63 34 41 34 31 21 20 28 30 106 20 753 750 26 32 92 33 29 85 25 28 29 21
internal_value=0 0.00071589 0.000643786 0.00128037 0.000799976 0.00129679 0.00132633 0.000882185 0.00106696 0.00117763 0.000458524 0.000411911 0.00131537 0.00118838 0.00120717 0.000493857 0.00132702 0.00107851 0.00133729 0.00137015 0.00136252 0.000676107 0.00122791 0.00100679 0.0010845 0.000417143 0.000259724 0.00016588 0.0011933 0.000709031
internal_weight=0 673 599 2448 325 2351 1884 97 103 467 274 240 1808 152 426 156 1656 102 1550 797 776 222 398 82 62 115 84 53 306 41
internal_count=3121 673 599 2448 325 2351 1884 97 103 467 274 240 1808 152 426 156 1656 102 1550 797 776 222 398 82 62 115 84 53 306 41
is_linear=0
shrinkage=0.00196078


Tree=4481
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 4 14 0 1 4 12 1 52 150 2 475 12 3 48 1 48 51 4
split_gain=42.418 6.98255 4.23985 3.32197 2.49316 2.18081 1.4501 1.36376 1.11085 1.04876 0.917672 0.702924 0.709744 0.665075 1.18804 1.16126 0.520803 0.460271 0.394324 0.374974 0.390228 0.464846 0.36674 0.333515 0.326097 0.317958 0.46403 0.290231 0.286697 0.281187
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14530500000000005 0.11474000000000002 0.14285500000000004 0.27834500000000006 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 0.088245000000000004 0.089770000000000016 -0.024714999999999997 0.08926000000000002 0.11474000000000002 -0.066784999999999983 0.10061500000000002 -0.017889999999999996 0.082620000000000013 0.081315000000000012 0.083685000000000009 -0.079189999999999983 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 13 11 -5 22 23 12 -4 -1 15 -15 17 18 -16 28 21 -21 -7 -6 -14 -24 -27 -10 -3 -25
right_child=1 2 7 8 10 9 -8 -9 27 -11 -12 -13 24 14 16 -17 -18 -19 -20 20 -22 -23 25 29 -26 26 -28 -29 -30 -31
leaf_value=0.0016137737503238751 0.0012365677938926331 0.00035655077832374131 0.00068661561568233466 0.0011949979311444846 0.0012288775048269888 0.0012963595388521794 0.0015295031083136109 0.00077714082554464431 0.00055720433025937405 0.00078401253198841735 0.00066806666059967352 0.00024608104728799773 0.00053593135852227232 0.0012548328588537071 0.0013192215642369714 0.0008855129748482403 0.0011409308425351684 0.0012429317793280267 0.0011003561466223983 0.00095617665924530655 0.00056274292703481824 0.00065949955082666902 0.0011472492344200705 0.0011416194427247141 0.00029894569105992446 0.0011212131187273622 0.00076338444486154168 0.00082635747254356851 0.00060738825126276325 0.00081282249268363504
leaf_weight=20 76 22 39 28 41 52 79 37 24 34 24 99 33 67 773 64 115 757 33 37 43 45 281 20 69 38 22 43 86 20
leaf_count=20 76 22 39 28 41 52 79 37 24 34 24 99 33 67 773 64 115 757 33 37 43 45 281 20 69 38 22 43 86 20
internal_value=0 0.00067587 0.000606581 0.00122644 0.000753964 0.00124106 0.00126941 0.000426741 0.000867013 0.00111439 0.00100482 0.000372721 0.000461638 0.00125817 0.00125424 0.0010744 0.00126828 0.00127765 0.00131026 0.000640916 0.000714032 0.000793366 0.00114297 0.0011046 0.000375618 0.00111958 0.000990009 0.000729944 0.000556292 0.000977221
internal_weight=0 691 615 2430 338 2335 1908 277 95 427 105 240 141 1829 1809 131 1678 1563 806 233 125 82 393 81 102 341 60 67 108 40
internal_count=3121 691 615 2430 338 2335 1908 277 95 427 105 240 141 1829 1809 131 1678 1563 806 233 125 82 393 81 102 341 60 67 108 40
is_linear=0
shrinkage=0.00196078


Tree=4482
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 2 4 47 14 2 2 2 12 11 52 52 2 3 14 157 4 475 16 49 475 39 16 3
split_gain=38.0676 4.5991 4.3187 2.47318 2.40489 1.92872 1.7441 1.47656 1.2604 0.937474 0.932692 0.896552 0.650137 0.650009 0.649959 0.599783 0.566247 0.481917 0.597876 0.812949 0.480273 0.451044 0.447964 0.414521 0.485175 0.406672 0.385188 0.382407 0.353548 0.340487
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.10188000000000001 -0.16363499999999997 0.077555000000000013 0.076175000000000007 0.11177500000000001 0.11389000000000002 0.13501500000000002 0.09141500000000001 0.076160000000000019 0.048770000000000008 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 0.062655000000000016 -0.08107499999999998 -0.019614999999999997 -0.029109999999999997 -0.013024999999999998 -0.012034999999999999 -0.066784999999999983 0.096625000000000016 -0.008904999999999998 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 25 6 27 10 -5 12 14 -8 20 26 -4 21 -7 18 19 -10 23 -16 -13 -1 29 -2 -9 -3 -24 -25
right_child=1 5 7 8 -6 16 11 13 17 -11 -12 22 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00089316886658355509 0.00086363394982090177 0.00057094726991148176 0.0013110209646875785 0.0012465176171965421 0.00066152073472055205 0.00019249257522352915 0.0010439052441765641 0.0013270013216315243 0.00073142925001765829 0.0014831603491673616 0.0015310018311087933 0.00096467300482532556 0.00079989098158537173 0.00090645865103398666 0.00096112445455973224 0.0009194871043915029 0.00051221761598994019 0.0010760856571608087 0.00060944994999475905 0.0011458348848071753 0.0014590129767562828 0.0012542647904521705 0.00071718333996234726 0.0011540926678238229 0.0013038574299669844 0.0011721317549549734 0.0011481809732687169 0.00037553020344045362 0.00044722964293232153 0.00085827093136633373
leaf_weight=23 20 99 1146 31 74 57 39 57 52 35 61 20 20 37 21 23 34 23 54 28 20 517 66 52 63 92 247 63 26 21
leaf_count=23 20 99 1146 31 74 57 39 57 52 35 61 20 20 37 21 23 34 23 54 28 20 517 66 52 63 92 247 63 26 21
internal_value=0 0.000680676 0.00123375 0.00105268 0.000935814 0.000563212 0.000636262 0.00126998 0.000885213 0.00118723 0.00129276 0.000787866 0.00113518 0.00115184 0.00128425 0.00122957 0.00031195 0.000813872 0.000768866 0.000876471 0.00117264 0.00124282 0.00069871 0.00113662 0.00117779 0.00111704 0.00118171 0.000494952 0.000640892 0.00106899
internal_weight=0 590 2531 422 186 404 313 2109 188 234 1768 151 199 341 1707 561 91 157 134 80 179 538 112 159 136 112 304 162 92 73
internal_count=3121 590 2531 422 186 404 313 2109 188 234 1768 151 199 341 1707 561 91 157 134 80 179 538 112 159 136 112 304 162 92 73
is_linear=0
shrinkage=0.00196078


Tree=4483
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 0 15 4 1 4 12 4 1 15 10 52 52 4 16 13 16 52 2
split_gain=39.9465 6.23565 3.95512 3.23188 2.24315 2.13056 1.22599 1.1996 0.973907 0.944782 0.849674 0.82607 0.751447 0.905918 0.726632 0.604697 0.526573 0.428682 0.458294 0.415428 0.357115 0.381798 0.307624 0.3297 0.434045 0.355094 0.306326 0.278318 0.273135 0.379461
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.092845000000000025 0.14122000000000004 0.14753000000000002 -0.10474999999999998 -0.098289999999999975 0.27834500000000006 0.083135000000000014 0.0082450000000000006 0.088245000000000004 -0.51843499999999987 0.089875000000000024 -0.41942499999999994 -0.38124499999999995 -0.56176499999999996 0.039215000000000007 0.24564500000000003 0.19444000000000003 -1.0000000180025095e-35 -0.091354999999999978 -0.024714999999999997 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 12 11 -6 -5 22 14 13 -1 -4 -15 17 18 -14 -20 -13 -22 -7 24 -24 -25 -16 -17 -3 -30
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 20 16 15 26 27 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0013317921034553472 0.0012333044088354297 0.00059964504919357944 0.00072746651868025463 0.001128032787741968 0.0011454397219503075 0.0013400353601980407 0.001525242855412918 0.00079290218025477525 0.00074670851773240654 0.00072703441759877467 0.00086250625165924962 0.00042574626562532546 0.0016090954246084674 0.0011951667114911404 0.00036275089409234612 0.00069738905511650389 0.0011381630389835783 0.0012582458125358165 0.001323962433988974 0.0010718741124077259 0.00034418871049203125 1.6095246754440605e-05 0.0011208675416092021 0.0012432056292639622 0.00082403201780288041 0.00097586550910039121 0.00060215386992879081 0.00099224643964393455 0.00084106121762979444 0.00062317993723196919
leaf_weight=58 76 108 40 37 72 33 76 37 35 58 41 32 21 42 86 20 91 760 754 26 25 30 193 145 21 22 27 32 63 60
leaf_count=58 76 108 40 37 72 33 76 37 35 58 41 32 21 42 86 20 91 760 754 26 25 30 193 145 21 22 27 32 63 60
internal_value=0 0.000703443 0.000637964 0.00123773 0.000780313 0.00125215 0.00128129 0.000464268 0.00101501 0.000883213 0.00113176 0.000413604 0.00127101 0.00113908 0.000500349 0.00102018 0.00128315 0.0012916 0.00132326 0.00131556 0.000261051 0.000165229 0.00115842 0.00114269 0.00109174 0.00120799 0.000419953 0.00087884 0.000671599 0.000734778
internal_weight=0 691 615 2430 338 2335 1880 277 107 95 455 240 1804 152 153 94 1652 1561 801 780 87 55 414 381 214 167 113 52 231 123
internal_count=3121 691 615 2430 338 2335 1880 277 107 95 455 240 1804 152 153 94 1652 1561 801 780 87 55 414 381 214 167 113 52 231 123
is_linear=0
shrinkage=0.00196078


Tree=4484
num_leaves=31
num_cat=0
split_feature=1 3 3 123 4 43 2 12 2 15 41 13 151 15 1213 4 4 150 133 3 52 160 1446 13 1428 2 15 0 42 1
split_gain=2.60573 0.519667 0.25366 0.234476 0.217638 0.185452 0.183831 0.163496 0.143195 0.139275 0.182864 0.127154 0.191259 0.160723 0.126751 0.122543 0.25943 0.112252 0.110193 0.097368 0.104496 0.122026 0.110866 0.172339 0.0944662 0.11653 0.0942845 0.0900203 0.106938 0.0897604
threshold=0.10337500000000001 -0.065229999999999996 0.31534000000000006 1.0000000180025095e-35 0.41257000000000005 -0.05647499999999999 0.13501500000000002 -0.42850999999999995 0.11682500000000001 0.040760000000000005 0.075585000000000013 -0.077799999999999994 0.050660000000000004 -0.12563999999999997 -1.0000000180025095e-35 -0.27825499999999997 -0.14098499999999997 0.08926000000000002 -1.0000000180025095e-35 -0.047929999999999993 0.11434500000000002 -0.025879999999999997 0.088645000000000015 -0.081224999999999978 0.094820000000000015 0.11411 -0.43375999999999998 -0.057069999999999989 0.083235000000000017 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 24 -3 9 -4 17 11 19 14 13 -13 -1 29 -17 -7 -5 20 21 -11 23 -22 25 -2 -6 28 -16 -15
right_child=1 2 7 18 26 8 -8 -9 -10 10 -12 12 -14 15 27 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0097324120878641094 0.014679583062790333 0.0056541093277147694 0.0074473697426063676 0.016903130213419597 0.010824400740298066 0.014163545616078367 0.0096778764088715739 -0.0012652087586632532 0.0071775484619602719 0.022058479864968034 0.023302974297506055 0.018379389677885112 0.0045893941342364996 0.012968821690550872 0.021622830637627179 0.0019875568244606258 0.013657364546117535 0.006298570659861941 0.0086159105127214444 0.021332157143624502 0.0059570313977270299 0.016465786625407 0.020149358074801664 0.01470291281653808 0.020049078926444055 0.0073214836543999051 0.0030524961460657693 0.01158089991941145 0.016509013470684814 0.019284952369829023
leaf_weight=28 125 184 35 21 37 86 48 56 94 41 41 92 20 35 45 20 401 23 68 40 29 805 24 101 25 26 27 33 448 63
leaf_count=28 125 184 35 21 37 86 48 56 94 41 41 92 20 35 45 20 401 23 68 40 29 805 24 101 25 26 27 33 448 63
internal_value=0 0.00874267 0.00683637 0.0156082 0.0125394 0.00795343 0.0158019 0.00208578 0.0100375 0.0159316 0.0167524 0.0151828 0.0142122 0.0145272 0.0162883 0.0138443 0.013103 0.012504 0.0105713 0.0164942 0.0163007 0.0167368 0.0139048 0.0127519 0.0143553 0.0134126 0.00754563 0.0166373 0.0169758 0.0170292
internal_weight=0 718 478 2403 240 387 2314 91 203 2266 1081 1185 631 611 554 519 421 109 89 1040 1000 846 154 130 176 151 64 526 493 98
internal_count=3121 718 478 2403 240 387 2314 91 203 2266 1081 1185 631 611 554 519 421 109 89 1040 1000 846 154 130 176 151 64 526 493 98
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 2 1 4 16 1 2 0 15 49 52 15 4 4 0 0 160 16 49 4 43 47 47
split_gain=59.4793 9.06382 4.99872 4.61021 3.26419 2.80542 2.00194 1.51732 1.37812 1.34593 1.03545 1.00007 0.928711 0.917124 0.887435 0.976165 0.827851 0.694758 0.576285 0.572108 0.546315 0.537633 0.434349 0.530491 0.414368 0.494478 0.374516 0.362198 0.358622 0.349148
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.095545000000000005 -0.025214999999999998 0.076975000000000002 0.14122000000000004 0.092845000000000025 -0.16363499999999997 -0.52595999999999987 0.12205500000000001 0.11362000000000001 -0.10096999999999999 -0.12255999999999999 -0.054984999999999992 0.048770000000000008 0.084195000000000006 -0.013125 0.0082450000000000006 0.14486500000000005 -0.079119999999999982 -0.081069999999999989 -0.45661999999999997 -0.009244999999999998 -0.46376499999999993 0.0034250000000000005 0.090100000000000013 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 12 14 11 -4 -8 -7 -3 28 15 -1 -2 -6 -17 21 22 27 -16 -24 -21 -26 -25 -13 -12 -18
right_child=1 4 9 -5 17 8 10 -9 -10 -11 13 19 -14 -15 20 18 29 -19 -20 24 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0014935674161470236 0.00082700898885117158 0.00055686375477104417 0.0011532551630695756 0.00058999667016973673 1.0735199750760857e-05 0.00080351034243678955 0.0011291204436736947 0.0016424831117424032 0.00085096454077691105 0.00067775462802767362 0.00072837798292327727 0.0013693191225127297 0.00027516135014593601 0.0005289841824979958 0.0013828894338098611 0.0010666237038979879 0.0013425999982855544 0.00036488776057950551 0.0014292368468116312 0.0013707516463570117 0.0011818237660261256 0.0010535792619046495 0.0010875634328626534 0.0015212938682037907 0.00084416885586345906 0.0011681393833581383 0.0013054377037480659 0.0012032371143259394 0.0010387017572574223 0.0011317648334440841
leaf_weight=35 23 89 37 84 57 21 20 67 41 60 41 196 91 91 1115 107 58 34 20 34 66 31 39 35 20 192 264 68 22 63
leaf_count=35 23 89 37 84 57 21 20 67 41 60 41 196 91 91 1115 107 58 34 20 34 66 31 39 35 20 192 264 68 22 63
internal_value=0 0.000637157 0.00129534 0.000955057 0.000474278 0.00131334 0.000559422 0.00135312 0.00119801 0.000859131 0.000709396 0.00122333 0.000414448 0.000654886 0.00134159 0.00120363 0.00116801 0.000143056 0.00112373 0.00123963 0.0013563 0.00129786 0.00136422 0.00130265 0.0011698 0.00113758 0.00133071 0.00132654 0.000836745 0.00123283
internal_weight=0 673 2448 228 445 2351 354 1748 603 97 174 562 180 154 1681 162 144 91 127 541 1519 295 1453 338 246 212 299 264 63 121
internal_count=3121 673 2448 228 445 2351 354 1748 603 97 174 562 180 154 1681 162 144 91 127 541 1519 295 1453 338 246 212 299 264 63 121
is_linear=0
shrinkage=0.00196078


Tree=4486
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 52 11 51 160 41 48 43 43 132 3 0 16 1 2 13 16 4 132 1 2 1 160 4 0 16
split_gain=2.43316 0.492569 0.322075 0.216468 0.214433 0.196894 0.170206 0.162243 0.145624 0.199749 0.141657 0.161309 0.151824 0.128667 0.123048 0.126902 0.211957 0.118037 0.144441 0.181422 0.147122 0.135101 0.114014 0.134259 0.105355 0.135242 0.0953356 0.0878626 0.086807 0.143971
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.10045500000000002 0.19022000000000003 1.0000000180025095e-35 -0.41904999999999998 -0.085764999999999994 0.079300000000000009 0.15068000000000001 -0.035139999999999991 -0.24021999999999996 -1.0000000180025095e-35 0.090900000000000009 -0.036484999999999997 0.15273500000000004 0.10871500000000002 0.11448000000000001 -0.0075049999999999987 -0.074319999999999983 0.41379000000000005 0.10365500000000001 0.14754500000000001 -0.0091949999999999983 0.092390000000000014 -0.22361499999999998 -0.16363499999999997 -0.11173999999999999 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 7 24 -3 -8 -10 11 12 -9 -13 15 26 -17 -15 21 -20 -21 -19 23 -4 25 -1 -6 -16 29 -26
right_child=1 2 22 -5 14 -7 8 10 9 -11 -12 13 -14 17 27 16 -18 18 19 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.016004602060032388 0.015290093921487117 0.016272927075624468 0.0027763019992831958 0.0050855118442665447 0.019083125956165486 0.013671590411104263 0.012145895404475075 0.013386814412660897 0.025314442560076714 0.01476509121379682 -0.00054521514102816586 0.0023216444777236097 0.004980509308984549 0.0057119214431179737 0.012335421925499327 0.0038874197017514343 0.014654313510556412 0.019833594407228865 0.0043163977482785975 0.0087112129599388171 0.019783776750167213 0.0096321574101845431 0.007581540656773824 -0.0068149417825043206 0.018000719008878584 0.0046555195303101633 0.013799966416025364 0.0030741773499175905 0.015603072812401279 0.011063712040105693
leaf_weight=21 90 21 54 22 39 62 21 24 50 28 22 21 205 39 21 33 41 34 39 28 21 21 29 20 42 21 275 20 1653 104
leaf_count=21 90 21 54 22 39 62 21 24 50 28 22 21 205 39 21 33 41 34 39 28 21 21 29 20 42 21 275 20 1653 104
internal_value=0 0.00836316 0.00738906 0.0149592 0.0150509 0.00837153 0.0154983 0.00767974 0.0195375 0.0215275 0.00728225 0.00768087 0.00586152 0.00973325 0.0130277 0.0135782 0.00985286 0.0105884 0.0119184 0.00940583 0.0134566 0.0159385 0.00226686 0.000184074 0.015281 0.0103301 0.0144562 0.00781774 0.0153966 0.0130593
internal_weight=0 730 640 2391 2369 537 1940 475 99 78 454 432 229 203 429 388 74 182 143 88 49 55 103 74 1841 42 314 41 1799 146
internal_count=3121 730 640 2391 2369 537 1940 475 99 78 454 432 229 203 429 388 74 182 143 88 49 55 103 74 1841 42 314 41 1799 146
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 16 4 0 15 49 50 4 0 4 1 1 15 475 1 1 47 3 1 151
split_gain=44.7702 6.78748 4.11938 3.26502 2.60885 2.53411 1.50766 1.48185 1.14763 1.07694 1.01151 1.02131 0.64833 0.650226 0.748186 0.633073 0.501123 0.489279 0.477936 0.622878 0.476623 0.444013 0.414253 0.398381 0.395227 0.381306 0.406066 0.378337 0.335806 0.334101
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.14960000000000004 -0.52595999999999987 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.054984999999999992 0.041865000000000006 -0.15464999999999998 -0.079119999999999982 -0.55119499999999988 0.13436000000000001 0.13075500000000004 -0.41942499999999994 -0.066784999999999983 0.12000500000000001 0.083345000000000016 0.093140000000000014 -0.12711499999999995 0.12958500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 7 12 24 28 -4 11 -6 13 14 -1 -2 22 -10 -15 -20 -19 -5 -7 -13 -3 -14 -27 -21 -9 -24
right_child=1 5 9 21 10 16 -8 8 17 -11 -12 23 25 18 -16 -17 -18 20 19 27 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013722372049972326 0.00079381226229291641 0.00055733526501209794 0.0010978760734853587 0.000694082178224146 0.00068283752483480121 0.00032025772178995198 0.0015269780756427037 0.0010285739203117039 0.00087247542087353909 0.00066720465774090223 0.00071843702087619904 0.0012775730088825138 0.0011897878458320939 0.0012848123471149305 0.00094752019695476888 0.0011491680726185528 0.0004675677038240108 0.00059226936931745268 0.0015357452196901253 0.00098481241187911616 0.00030913101069591315 0.00037851907203302664 0.00019555633187081511 0.0011111296591001982 0.00027932163072828554 0.00076344435431939712 0.0011292536375151962 0.0012074178684007987 0.00070658548424641285 -0.00013897018902782912
leaf_weight=23 23 28 34 60 20 29 76 33 20 65 26 65 99 1168 52 119 23 149 21 32 27 24 22 370 66 20 28 355 20 24
leaf_count=23 23 28 34 60 20 29 76 33 20 65 26 65 99 1168 52 119 23 149 21 32 27 24 22 370 66 20 28 355 20 24
internal_value=0 0.000634042 0.00120693 0.000910345 0.0012234 0.000492444 0.00125647 0.000571893 0.00065108 0.000815112 0.00109459 0.00111608 0.00124503 0.00125614 0.00107777 0.00109161 0.000214372 0.000581858 0.00126463 0.00120686 0.000548833 0.000603921 0.000136726 0.001136 0.000362134 0.00112025 0.000976833 0.00118901 0.000907069 2.10208e-05
internal_weight=0 667 2454 226 2355 441 1874 343 249 99 481 455 1798 1651 75 142 98 196 1576 408 176 84 75 435 94 147 48 387 53 46
internal_count=3121 667 2454 226 2355 441 1874 343 249 99 481 455 1798 1651 75 142 98 196 1576 408 176 84 75 435 94 147 48 387 53 46
is_linear=0
shrinkage=0.00196078


Tree=4488
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 4 2 1 14 2 1 13 4 1 43 0 39 132 133 2 13 0 10 1420 1429 484 47 48
split_gain=49.3355 6.21715 4.90069 4.29252 3.33823 2.83456 2.34722 1.57546 1.42585 1.37461 0.92988 0.782961 0.654212 0.609934 0.596383 1.00891 0.538859 0.531615 0.519746 0.484002 0.539316 0.700509 0.382047 0.359447 0.353849 0.35287 0.391184 0.547185 0.348232 0.318302
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.36766000000000004 0.088105000000000003 0.14122000000000004 0.40473500000000007 0.092235000000000025 0.09253500000000002 0.076175000000000007 0.17025000000000004 0.089875000000000024 -0.016469999999999995 -0.013514999999999998 0.089770000000000016 -0.080084999999999976 -0.066689999999999985 0.093755000000000019 0.08696000000000001 0.087035000000000015 0.11362000000000001 -0.0075049999999999987 -0.092759999999999995 -0.38124499999999995 -0.084814999999999988 0.084770000000000012 0.073690000000000019 0.090280000000000013 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 5 6 19 8 -7 10 -4 12 13 25 -5 -10 -16 -11 23 -15 20 21 -3 -23 -14 -13 -1 29 -28 -2 -27
right_child=1 3 9 11 -6 7 -8 -9 14 16 -12 24 17 18 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0016836941008474312 0.0015355741203415627 0.00093124474261002536 0.0012699699113113245 0.00037980491171337604 0.00083388137271980833 0.0012199077332822666 0.00090788007290282919 0.00070917792803495711 0.001360203042865437 0.00089376802025359641 0.0016519276659345365 0.00032897239516708338 0.0012045706462178625 0.00085466795692256856 0.0012847533887193363 0.00092360222345827872 0.00051969153524516836 0.0010498724682073966 0.00044143667922698875 0.00042577883209139007 0.00052558573769694342 0.0005536102001354391 0.00077678211829281885 0.0013826342789886438 -7.7313906056623839e-06 0.0014420364423748749 0.0014667915309814208 0.001123728643392965 0.0012137037970605684 0.0013392059101510272
leaf_weight=20 24 55 34 80 45 69 41 35 418 57 61 30 54 25 301 33 20 25 22 29 55 60 58 226 20 993 33 39 28 131
leaf_count=20 24 55 34 80 45 69 41 35 418 57 61 30 54 25 301 33 20 25 22 29 55 60 58 226 20 993 33 39 28 131
internal_value=0 0.000714835 0.00134446 0.000652259 0.00136294 0.000774898 0.00137297 0.00104803 0.00138114 0.0009416 0.00141455 0.000402131 0.00140503 0.000483958 0.00131084 0.00124907 0.000796605 0.00132383 0.000661241 0.000664371 0.000694718 0.000748488 0.000663305 0.00134829 0.000194291 0.0014254 0.00142108 0.00128097 0.00136226 0.00143005
internal_weight=0 590 2531 538 2420 361 2375 104 2334 111 1582 177 1521 127 752 334 77 305 47 257 228 173 118 280 50 1216 1196 72 52 1124
internal_count=3121 590 2531 538 2420 361 2375 104 2334 111 1582 177 1521 127 752 334 77 305 47 257 228 173 118 280 50 1216 1196 72 52 1124
is_linear=0
shrinkage=0.00196078


Tree=4489
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 0 49 4 2 4 150 4 1 12 52 1 14 48 15 131 49 49 2 10 16
split_gain=58.3075 9.33044 6.07332 4.69306 3.43603 2.93555 1.70382 1.57979 1.43648 1.39097 1.12859 1.48983 1.12469 1.05531 0.93958 0.907852 0.860227 0.650132 0.604714 0.588753 0.566129 0.529811 0.415855 0.40119 0.379412 0.362851 0.358169 0.414678 0.351779 0.327374
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14122000000000004 -0.10607499999999999 0.082865000000000008 0.27834500000000006 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.0067750000000000006 0.083135000000000014 0.088245000000000004 -0.56176499999999996 0.089770000000000016 -0.41790499999999997 0.081805000000000017 -0.41942499999999994 0.091440000000000007 0.10347500000000003 -0.072814999999999977 0.087675000000000017 -0.38124499999999995 -0.050529999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 -3 6 10 13 -5 15 11 17 -6 14 -4 19 18 -1 20 -7 -12 -16 -10 -15 -2 -21 -19 -28 -25 -18
right_child=1 2 7 8 12 9 -8 -9 22 -11 16 -13 -14 23 21 -17 29 26 -20 25 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0014366787160032825 0.0015757524586277937 0.00079626008133285345 0.00083754290452263511 0.0014370308975044752 0.0013734036982991065 0.0016634680309883351 0.0018246548479063469 0.00093284152370835664 0.00070201617206585307 0.0010184511814902467 0.0015984449806648311 0.0017103931449708484 0.00093769056554948173 0.00048337288808041051 0.00074640855777497383 0.0010553215669483699 0.0014253296354829299 0.0013377008466597866 0.0015111239574656426 0.0014354070689794976 0.0013193990841276182 0.00041814017920863801 0.0010216209136582667 0.00037902689922381848 0.0012596053527850731 0.00129664542277654 0.0012068978821237883 0.0008342083533578378 6.4095833180533113e-05 0.0011602584688661451
leaf_weight=42 54 222 40 28 69 35 76 34 24 41 774 35 34 32 24 28 81 21 757 263 29 89 45 25 20 100 24 22 30 23
leaf_count=42 54 222 40 28 69 35 76 34 24 41 774 35 34 32 24 28 81 21 757 263 29 89 45 25 20 100 24 22 30 23
internal_value=0 0.00083345 0.000752302 0.00148512 0.000933588 0.00150256 0.00153705 0.000537274 0.00106246 0.00136339 0.00152496 0.00135843 0.00122958 0.000481235 0.000579281 0.00139659 0.00153937 0.00124542 0.00155088 0.0014206 0.00158837 0.000487861 0.000910454 0.00030881 0.00149031 0.00139718 0.00112552 0.00102866 0.000207246 0.00136671
internal_weight=0 673 599 2448 325 2351 1884 274 97 467 1808 144 103 240 153 426 1664 109 1560 398 803 113 69 87 74 363 67 46 55 104
internal_count=3121 673 599 2448 325 2351 1884 274 97 467 1808 144 103 240 153 426 1664 109 1560 398 803 113 69 87 74 363 67 46 55 104
is_linear=0
shrinkage=0.00196078


Tree=4490
num_leaves=31
num_cat=0
split_feature=1 3 1 2 15 2 4 3 52 52 14 2 147 34 2 150 4 31 1 43 4 51 0 157 1 13 16 12 41 4
split_gain=2.89536 0.414512 0.377034 0.230859 0.227421 0.218178 0.239066 0.213406 0.204593 0.209255 0.195598 0.185275 0.121247 0.117536 0.12501 0.147792 0.12611 0.116952 0.114149 0.104109 0.161437 0.102919 0.0988427 0.146102 0.1194 0.140039 0.15481 0.122814 0.0987263 0.0984342
threshold=0.10920500000000001 -0.053259999999999995 0.094385000000000011 0.11411 -0.013969999999999998 0.11362000000000001 -0.064804999999999988 0.10893000000000001 1.0000000180025095e-35 -0.088614999999999985 0.062655000000000016 0.31358000000000003 0.089365000000000014 -0.021334999999999996 0.11448000000000001 0.083095000000000016 -0.15764999999999998 -0.077289999999999984 0.13075500000000004 -0.52440999999999993 -0.52556499999999995 0.11548000000000001 -0.073574999999999988 -0.080299999999999996 0.090540000000000023 -0.089109999999999981 -0.079734999999999986 0.099815000000000015 0.08690500000000001 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 8 10 -7 -6 9 -4 12 13 19 17 15 -15 -16 -3 -2 -1 -21 22 -22 -24 25 -25 -27 -28 -5 -11
right_child=1 11 4 28 7 6 -8 -9 -10 29 -12 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0097138064558662113 0.016530664366851935 0.0063998385760429743 0.017505460820393639 0.0051199188612743611 0.016798359628893523 0.0030644715120572421 0.014490701729048922 0.0058745072642341261 0.017517738396654259 0.0036885712212963318 0.021573989143797073 -0.0019680261567163351 0.010308524301896493 0.012993930068606621 0.01322023067623377 0.003214864628389478 0.0053516078181826418 -0.0024539376078173518 0.0081523994170129305 0.024197346318898531 0.017129588206602261 0.012944455040146558 0.0072066146499392665 0.0090765616330115689 0.0083537121117115021 0.02522518009963361 0.017889113677287006 0.011626020715838034 0.013315083850396887 0.0095021953443555456
leaf_weight=21 87 37 26 49 169 21 143 20 37 42 83 26 30 68 23 20 178 25 20 29 1528 71 22 23 20 22 123 42 21 95
leaf_count=21 87 37 26 49 169 21 143 20 37 42 83 26 30 68 23 20 178 25 20 29 1528 71 22 23 20 22 123 42 21 95
internal_value=0 0.00805148 0.0160228 0.0120436 0.0131551 0.016535 0.0130276 0.0156424 0.0108046 0.0092808 0.0168206 0.00617722 0.0166163 0.00678057 0.00762815 0.0107714 0.006252 0.00282977 0.0149646 0.0167158 0.016794 0.016678 0.016827 0.014992 0.0157367 0.0164399 0.0173455 0.0162949 0.00757847 0.00771992
internal_weight=0 554 2567 177 389 2178 164 189 200 163 2014 377 1931 351 289 88 201 62 107 1901 1880 1851 1780 252 230 210 187 165 70 137
internal_count=3121 554 2567 177 389 2178 164 189 200 163 2014 377 1931 351 289 88 201 62 107 1901 1880 1851 1780 252 230 210 187 165 70 137
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 2 2 1 2 4 0 150 0 16 12 12 52 2 150 4 1 52 3 3 12 1 11
split_gain=44.5405 7.25396 4.59697 3.75277 2.40706 2.34475 1.49323 1.44314 1.10733 1.08857 1.03512 0.802635 0.569741 0.743825 0.69151 0.54884 0.432635 0.421171 0.414113 0.406015 0.428827 0.503853 0.403024 0.417921 0.401687 0.381792 0.406427 0.360831 0.348408 0.318574
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.099185000000000009 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.14960000000000004 0.11474000000000002 0.09253500000000002 0.17025000000000004 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.052894999999999991 0.11472500000000001 0.088245000000000004 -0.024714999999999997 0.11474000000000002 0.08926000000000002 -0.51843499999999987 0.089875000000000024 -0.56176499999999996 -0.10831999999999999 -0.078584999999999988 0.10061500000000002 0.14262000000000002 0.082245000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 19 12 11 24 27 -5 17 13 -1 15 -14 -17 -4 22 -3 21 -21 -15 -24 -6 29 -27 -7 -13 -26
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 28 14 18 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.001021028102439636 0.001197242734509725 0.00051090494750206917 0.00033991246839872366 0.0010820571582381975 0.0013091554138112194 0.0011898104508511189 0.0015056699083808528 0.00072832176107449323 0.00068457776042850479 0.00058509638727782603 0.00065510083263550149 0.00028411477763511225 0.0014632245405715387 0.0015444059192744734 0.00079702019671545942 0.001182083965160861 0.00093031893156666524 0.00064091384958694963 0.0012122862128223051 0.00093620317081452424 0.00056292186481204779 0.0005714155137051943 0.0012775668658542051 0.0010247232856160115 0.00081958798634237939 0.0012092348181270821 0.0010629795958483448 0.00092805112766868926 -4.0750670226996923e-05 0.0011298063740718598
leaf_weight=59 76 108 168 34 33 41 76 37 26 24 61 22 21 21 22 115 34 20 752 37 64 24 754 26 35 106 235 40 30 20
leaf_count=59 76 108 168 34 33 41 76 37 26 24 61 22 21 21 22 115 34 20 752 37 64 24 754 26 35 106 235 40 30 20
internal_value=0 0.000625752 0.000555129 0.00118992 0.00120547 0.000708594 0.00123644 0.000367868 0.0010775 0.000951872 0.000807906 0.000312298 0.0012251 0.00123712 0.00112413 0.00116646 0.00112463 0.000371934 0.00124533 0.000598962 0.000675044 0.00079268 0.00127636 0.00126914 0.00110131 0.00108399 0.00110844 0.00106055 9.66924e-05 0.000932395
internal_weight=0 691 615 2430 2335 338 1880 277 455 105 95 240 1804 1612 192 170 149 188 1553 233 125 61 801 780 429 396 341 81 52 55
internal_count=3121 691 615 2430 2335 338 1880 277 455 105 95 240 1804 1612 192 170 149 188 1553 233 125 61 801 780 429 396 341 81 52 55
is_linear=0
shrinkage=0.00196078


Tree=4492
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 150 2 2 4 2 2 43 132 160 2 2 43 0 151 151 3 3 4 376 3 483 12 4 47 402
split_gain=2.6186 0.368177 0.340173 0.284177 0.302399 0.216926 0.204411 0.179433 0.175246 0.160972 0.180457 0.142737 0.127026 0.197567 0.156543 0.125544 0.123299 0.122132 0.129612 0.156585 0.135927 0.127088 0.118315 0.114606 0.113269 0.110864 0.110346 0.104888 0.111341 0.103683
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 0.11924500000000002 -0.066504999999999995 0.10980500000000001 0.11411 0.14753000000000002 0.053180000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078139999999999973 0.088890000000000011 -1.0000000180025095e-35 0.17760500000000004 0.090790000000000023 -0.085594999999999991 -0.085669999999999982 -0.086439999999999989 -0.091649999999999995 -0.12018999999999998 -0.045649999999999989 -0.059649999999999988 0.083785000000000012 0.30112000000000005 0.10045000000000003 0.13597000000000004 0.038415000000000012 0.077555000000000013 0.08865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 16 15 -2 9 17 -3 -11 -12 13 -9 -15 27 -1 18 19 -4 -20 26 -17 -18 -13 -22 29 28 -6 -19
right_child=1 7 8 -5 5 -7 -8 12 -10 10 11 24 -14 14 -16 22 23 21 20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012477903331225542 0.014123653206608702 0.0034560525085648159 0.016536153617658114 0.0033120428274075195 0.015393496947138605 0.0057658162539486191 0.0071734471406255454 0.0070664848612907996 0.013197159362776004 0.016446142400113436 0.00052217798680067066 0.010679322498407667 0.0085942438818797789 0.001616541897878051 -0.0099495053746398877 0.017630305767656781 0.0015545831441327379 0.015401380799375641 0.022091679705581707 0.0057764794854890736 0.016763797954456917 0.0075652688369154926 0.011538265962408333 0.0098671665411783644 0.004780744208136992 0.023343760133893401 0.0084171971231366376 0.02447648466281269 0.02370522703975439 0.018394594410649289
leaf_weight=76 107 84 38 30 83 22 70 26 242 26 25 97 23 25 22 53 27 1054 61 21 496 20 80 43 49 27 21 23 20 130
leaf_count=76 107 84 38 30 83 22 70 26 242 26 25 97 23 25 22 53 27 1054 61 21 496 20 80 43 49 27 21 23 20 130
internal_value=0 0.00761265 0.0151934 0.0127199 0.0133808 0.0152991 0.011375 0.00584624 0.0157292 0.0071214 0.00868429 0.00750412 0.00211376 7.19594e-05 -0.00379735 0.0161088 0.00968892 0.0160572 0.0171732 0.0127064 0.0176245 0.0154714 0.0139659 0.00666088 0.00869966 0.0171035 0.0156026 0.0183708 0.0170074 0.01573
internal_weight=0 554 2567 457 427 281 177 377 2110 281 197 171 96 73 47 259 146 1868 643 59 584 1225 133 70 146 523 1205 126 103 1184
internal_count=3121 554 2567 457 427 281 177 377 2110 281 197 171 96 73 47 259 146 1868 643 59 584 1225 133 70 146 523 1205 126 103 1184
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=31
num_cat=0
split_feature=1 12 44 1 51 1 4 15 3 1375 43 4 0 13 158 3 150 4 15 0 151 456 3 50 3 1420 48 15 1454 1447
split_gain=2.13419 0.499429 0.286353 0.26424 0.221072 0.232687 0.193108 0.164288 0.135398 0.143572 0.134583 0.129906 0.129687 0.141354 0.109105 0.106576 0.101285 0.0995712 0.182048 0.099181 0.108359 0.15062 0.14909 0.107804 0.107212 0.103191 0.12389 0.138867 0.119179 0.113566
threshold=0.11690500000000002 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 -0.40274499999999996 0.16773500000000005 0.053180000000000012 0.035560000000000008 -0.11171999999999999 -0.096099999999999977 -0.04890499999999999 -0.15464999999999998 -0.23811499999999999 -0.41572999999999993 0.085900000000000018 -0.049509999999999992 0.11656000000000001 -0.064054999999999987 -0.03241999999999999 -0.085669999999999982 -0.088054999999999981 0.03981500000000001 -0.15447499999999995 0.10803500000000001 -0.045649999999999989 -0.080064999999999983 0.093265000000000015 -0.079929999999999987 0.097395000000000023 -0.065079999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -2 11 19 8 -5 -10 -11 -6 -12 -14 17 -13 -17 -1 -19 20 21 -3 -22 -24 25 -21 28 -28 29 -27
right_child=4 6 -4 7 5 -7 -8 -9 9 10 12 15 13 -15 -16 16 -18 18 -20 24 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.01512087230172862 0.014261981637941469 0.0061084131178046975 0.02029158914461732 0.001072062296723878 0.011795391098906597 -0.0053345184773206716 0.011633663477733973 0.015260663066962452 0.00054177515918300259 0.0064800199908642275 0.0057021920549392667 0.0078752729612711729 0.0064341297856083633 0.0147280847047304 0.019508791311333578 0.0044170039095893033 -0.0030400288585224191 0.013111146276385816 0.0037381063681095842 0.019295468714994355 0.022227547280490399 0.016480756068735249 0.016099159183447311 0.01226579207370336 0.0068884774421652155 0.018133970108265951 0.015756988506340844 0.0057243986936235756 0.0074722816522877948 0.01405365702365928
leaf_weight=72 27 28 30 27 30 21 270 33 21 109 34 87 27 86 24 204 20 67 30 37 35 28 468 87 21 73 22 37 26 1040
leaf_count=72 27 28 30 27 30 21 270 33 21 109 34 87 27 86 24 204 20 67 30 37 35 28 468 87 21 73 22 37 26 1040
internal_value=0 0.0134497 0.010787 0.010249 0.00553298 0.00488192 0.0141363 0.00855922 0.00783176 0.00849065 0.00914271 0.00551108 0.0111171 0.0127463 0.0131995 0.00490488 0.0037512 0.0123035 0.0102123 0.0144915 0.0154984 0.0112946 0.0158974 0.0154983 0.0139737 0.0140941 0.0139335 0.00946536 0.0141649 0.0143213
internal_weight=0 2732 560 530 389 362 2172 337 304 277 256 341 147 113 193 311 224 169 97 1902 646 56 590 555 1256 1235 1198 59 1139 1113
internal_count=3121 2732 560 530 389 362 2172 337 304 277 256 341 147 113 193 311 224 169 97 1902 646 56 590 555 1256 1235 1198 59 1139 1113
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 47 47 376 51 484 4 3 14 2 2 12 0 16 4 1 14 39 51 13 3 42 13 484 484 11
split_gain=1.73326 0.445368 0.2428 0.231321 0.191518 0.216308 0.177808 0.186593 0.169576 0.154429 0.148263 0.137988 0.134472 0.127097 0.119611 0.114281 0.112625 0.103737 0.149893 0.0979767 0.0966473 0.106332 0.149254 0.0910695 0.123385 0.101049 0.13175 0.104653 0.178432 0.0999411
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.077555000000000013 0.085505000000000012 0.080200000000000007 0.090230000000000019 0.041405000000000004 0.053180000000000012 -0.11171999999999999 -0.42495999999999995 0.13754500000000003 0.091545000000000015 0.11201500000000002 -0.073309999999999986 -0.11118499999999999 0.62736500000000006 0.10871500000000002 -0.23083499999999998 0.092870000000000022 -0.085989999999999997 -0.083764999999999992 -0.15447499999999995 -1.0000000180025095e-35 0.0015850000000000003 0.087410000000000002 0.062030000000000009 0.090070000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -5 8 12 -8 9 14 23 -4 -2 15 -6 -14 -1 18 -15 -18 -13 22 -22 24 -3 26 -25 28 29 -27
right_child=6 10 11 4 5 -7 7 -9 -10 -11 -12 20 13 17 -16 -17 19 -19 -20 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.012162326681427658 0.0084360622042833379 0.021422788348387591 -0.0014055338036268951 0.015423942275076836 0.015776170661243108 0.016585159665820273 0.010276620122056235 -0.00024982095097324681 7.4372077360749248e-05 0.0018927977109948796 0.010565115783443983 0.013908977238461377 0.0030785696656732524 -0.002355559851275757 0.0091887637145539863 0.011339048105292023 -9.9421420327416857e-05 -0.0046797046754767915 0.0079787984639406208 0.0088228022202383721 -0.0024818960089413897 0.012433885674302777 0.0069550314783511404 0.014699079644865817 0.013788927529977187 0.011313704605608481 0.011748089710452709 0.01525189248281286 0.0028663689813887079 0.016488601545570421
leaf_weight=20 43 22 20 111 39 44 85 21 20 21 278 20 103 32 94 20 32 36 25 20 21 24 83 372 563 557 255 76 24 40
leaf_count=20 43 22 20 111 39 44 85 21 20 21 278 20 103 32 94 20 32 36 25 20 21 24 83 372 563 557 255 76 24 40
internal_value=0 0.0120743 0.00958208 0.0109191 0.0120427 0.0103211 0.00474113 0.00819119 0.00873707 0.0098621 0.0127227 0.00639065 0.00332914 0.00231248 0.0111204 0.00442174 0.00578502 -0.000477176 0.00217705 0.0033322 0.00744419 0.00643407 0.0050495 0.0130369 0.014076 0.0125778 0.0134989 0.0117492 0.0113206 0.0116604
internal_weight=0 2756 569 401 329 218 365 106 174 154 2187 168 259 216 133 123 72 93 57 52 148 128 104 1909 585 1324 627 697 621 597
internal_count=3121 2756 569 401 329 218 365 106 174 154 2187 168 259 216 133 123 72 93 57 52 148 128 104 1909 585 1324 627 697 621 597
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=31
num_cat=0
split_feature=1 3 4 123 3 2 39 2 4 1 14 47 0 15 13 49 0 16 1 0 3 12 39 49 42 47 39 47 3 1
split_gain=30.8238 5.32362 2.64105 2.56492 2.11842 1.44825 1.15415 0.842776 0.841078 0.783963 0.708873 0.622641 0.56222 0.933396 0.495794 0.456215 0.451812 0.410969 0.354301 0.319314 0.314549 0.291301 0.270925 0.26539 0.250726 0.250223 0.281772 0.230694 0.230327 0.226016
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.31534000000000006 0.092235000000000025 0.087880000000000014 0.14122000000000004 -0.17966999999999997 0.092845000000000025 0.062655000000000016 1.0000000180025095e-35 -0.10474999999999998 -0.11713499999999999 -0.47860499999999995 -0.054984999999999992 -0.23091999999999999 -0.0094449999999999968 0.091450000000000017 -0.14226499999999997 0.11658 0.095780000000000018 0.084780000000000008 -1.0000000180025095e-35 0.10755000000000002 0.09550500000000002 0.089790000000000023 0.10350500000000001 -0.13309499999999996 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 6 10 8 16 -3 -5 12 24 13 -1 -6 -2 -7 20 -14 -15 22 25 -10 -19 -8 26 -18 -17 -23 -4
right_child=1 4 29 9 14 7 11 -9 17 -11 -12 -13 18 19 -16 27 21 23 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013136169852397989 0.00077790230553706778 0.0010332099288210617 0.00065715729445458529 0.0010077498036880435 0.0003488682863835253 0.0007755782816952128 0.00043812906316663072 0.00077002790201115073 0.00090204547328942293 0.00064247098075700742 0.0013530079796109148 0.0006707009866786306 0.0011626353246070955 0.0010086043245491731 4.7824106694365706e-05 0.0011445563337574266 0.0011299980173859283 0.00065314023773752007 0.001072104257514149 0.00076933105905092631 0.00059680113228460568 0.0012213556581184644 0.00063780552312889076 0.00036946227431626006 0.00024289230358013822 0.00089503949513288438 0.00091827998378877368 0.00097551545805920703 0.0010087748588214459 0.00043254234535875272
leaf_weight=29 24 22 61 37 58 21 85 41 35 58 62 37 1197 51 33 73 343 21 193 37 70 21 26 32 36 21 26 54 293 24
leaf_count=29 24 22 61 37 58 21 85 41 35 58 62 37 1197 51 33 73 343 21 193 37 70 21 26 32 36 21 26 54 293 24
internal_value=0 0.000631232 0.000870202 0.00110056 0.000507283 0.00111341 0.000574179 0.00104352 0.000670874 0.000784737 0.00114753 0.000448108 0.00113908 0.00100854 0.000239698 0.00102583 0.00105899 0.000627551 0.00115007 0.000908001 0.000686493 0.00106744 0.000789419 0.000481863 0.000380042 0.00110323 0.00111508 0.00107268 0.00102299 0.000593737
internal_weight=0 691 236 2430 455 2335 364 766 206 95 1569 158 1507 117 91 151 725 184 1390 88 131 704 61 53 121 390 369 127 314 85
internal_count=3121 691 236 2430 455 2335 364 766 206 95 1569 158 1507 117 91 151 725 184 1390 88 131 704 61 53 121 390 369 127 314 85
is_linear=0
shrinkage=0.00196078


Tree=4496
num_leaves=31
num_cat=0
split_feature=4 3 2 123 1 44 4 3 49 15 130 43 3 15 1 448 133 3 159 4 13 48 16 1 0 0 48 48 52 13
split_gain=1.58574 0.4411 0.30471 0.231905 0.216462 0.151886 0.13789 0.253091 0.238202 0.278572 0.151499 0.166434 0.140319 0.200714 0.18726 0.132126 0.122478 0.175541 0.143028 0.111911 0.106832 0.141622 0.12323 0.106599 0.105221 0.0979016 0.118344 0.161613 0.0968881 0.103239
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.12958500000000003 0.081805000000000017 -0.072334999999999997 0.092670000000000016 -0.061079999999999988 -0.016799999999999995 -0.081769999999999995 -0.081289999999999987 -0.092174999999999993 0.082685000000000022 0.083345000000000016 -0.065209999999999976 0.088525000000000006 -0.081459999999999991 0.11058000000000003 -0.013125 0.05868000000000001 0.10668000000000001 -0.23935499999999996 0.11146500000000002 0.024095000000000002 -0.089269999999999988 0.092475000000000016 0.016865000000000002 -0.088204999999999992 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 15 6 25 10 -9 -10 -8 16 13 14 -13 -2 18 19 -12 -18 21 22 -17 28 -6 -1 27 -27 -5 -30
right_child=4 -3 -4 23 24 -7 7 8 9 -11 11 12 -14 -15 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.015711320446941748 0.0010169317261041963 0.0040333356686557331 0.00034746907084532406 0.015028976321220397 0.002853841966089721 0.018405518702868568 0.0048694648823584437 0.01370623929736515 0.0088992972765117896 -0.0077911689900793148 0.014617462028982118 0.0090664827302098291 0.011332483745422657 0.014999126670882108 -0.0034363812159584916 0.01338695761832324 0.013330001520979054 0.017113645441713742 0.0061273800830046335 0.0063204528622167275 0.0021315982082375775 0.0029627935790146392 0.0062969223118554329 0.0032200086945002636 -0.0041149155039770097 0.012564517719158298 0.0062716090602093731 0.021650628745555879 0.010623566779637866 0.0034555624530185017
leaf_weight=110 34 75 23 25 130 38 32 21 20 20 360 25 728 20 23 66 34 32 21 69 27 30 39 35 26 923 29 20 54 32
leaf_count=110 34 75 23 25 130 38 32 21 20 20 360 25 728 20 23 66 34 32 21 69 27 30 39 35 26 923 29 20 54 32
internal_value=0 0.0115977 0.0118083 0.011907 0.004472 0.0121311 0.0120352 0.0113818 0.00508186 0.000554064 0.0116677 0.0118335 0.0109267 0.00658247 0.00307553 0.00668435 0.0132324 0.0106442 0.0141495 0.00863428 0.0078738 0.00902224 0.0107535 0.00803202 0.00169238 0.0128837 0.0125637 0.0127572 0.00954932 0.0079564
internal_weight=0 2769 2694 2671 352 2525 2487 1405 61 40 1344 1312 796 68 48 196 516 135 381 103 162 135 105 146 156 1082 972 943 111 86
internal_count=3121 2769 2694 2671 352 2525 2487 1405 61 40 1344 1312 796 68 48 196 516 135 381 103 162 135 105 146 156 1082 972 943 111 86
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=31
num_cat=0
split_feature=4 3 9 2 40 1 11 2 160 41 13 43 0 16 42 49 0 1446 4 52 475 15 1209 133 1452 1446 401 0 15 484
split_gain=1.28445 0.357291 0.257502 0.18016 0.21266 0.175334 0.151714 0.140794 0.138794 0.203403 0.126293 0.121309 0.111344 0.18653 0.124886 0.0959878 0.0852291 0.0835814 0.0818886 0.124328 0.108137 0.101434 0.111728 0.0990152 0.0911668 0.110852 0.09645 0.0963841 0.106753 0.0904424
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.10045500000000002 1.0000000180025095e-35 0.12958500000000003 1.0000000180025095e-35 -0.090999999999999984 -0.085764999999999994 0.079300000000000009 -0.01163 0.084740000000000024 -0.14454499999999995 -0.010264999999999998 0.11934000000000002 -0.046019999999999998 0.024095000000000002 0.11018500000000002 -0.082769999999999982 0.10744000000000002 -0.028204999999999997 0.084050000000000014 0.091045000000000001 0.0068000000000000014 -0.069739999999999983 0.037915000000000011 0.083100000000000021 -0.08095999999999999 -0.0072999999999999992 0.0069400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 12 11 7 -4 -8 -10 -1 15 13 -5 17 -2 -7 -14 19 20 -9 23 -23 -22 -20 26 -26 28 -27 -30
right_child=5 -3 3 4 -6 16 8 18 9 -11 -12 -13 14 -15 -16 -17 -18 -19 24 -21 21 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0082194543219744603 0.00057189702832450466 0.0036300021988184502 0.0036895102552639753 0.010718597655332732 -0.00068017678845319011 0.0025684576940078006 0.0076559385074125158 0.0055009570224210623 0.02028832439460199 0.0098180768940697577 -0.0019532818266231079 0.013395979898050428 0.010946703395270409 -0.0002743595343480561 0.0054861363533111121 0.0063615052607409392 -0.003703423460515646 0.0047548293065198741 0.0041997842490673065 0.019137934714555743 0.013450478988417079 0.010713540657889098 0.01798054647186528 0.021237192675471306 0.0102246266835598 0.012213437191335622 0.012836550503606931 0.0069489383930340411 0.022676897210919339 0.013987837061285974
leaf_weight=26 36 75 26 33 21 130 21 25 55 28 23 20 418 29 53 140 26 23 21 25 89 264 23 20 1160 82 161 20 23 25
leaf_count=26 36 75 26 33 21 130 21 25 55 28 23 20 418 29 53 140 26 23 21 25 89 264 23 20 1160 82 161 20 23 25
internal_value=0 0.010438 0.0106275 0.0107606 0.00919813 0.0040248 0.0111965 0.0109994 0.0149186 0.0167562 0.0034445 0.00601591 0.00957123 0.00557673 0.0100726 0.00517727 0.00152314 0.0106238 0.0110975 0.0122864 0.0118795 0.0122822 0.0112959 0.0148792 0.0107421 0.0108355 0.010543 0.0134116 0.0144059 0.0181513
internal_weight=0 2769 2694 2645 577 352 2068 1964 104 83 49 196 556 62 494 176 156 441 1938 446 421 396 287 109 1492 1471 1321 150 130 48
internal_count=3121 2769 2694 2645 577 352 2068 1964 104 83 49 196 556 62 494 176 156 441 1938 446 421 396 287 109 1492 1471 1321 150 130 48
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 4 1 2 2 14 4 1 1 52 1 51 12 160 3 15 4 0 48 1 151 150 49 49
split_gain=34.7035 5.98508 3.646 2.84618 2.17774 1.4403 1.40101 1.27775 1.00585 0.948408 0.728178 0.657494 0.634758 0.465339 0.461671 0.455983 0.407027 0.512498 0.410622 0.380912 0.36686 0.365076 0.344778 0.320418 0.315096 0.260792 0.239841 0.26002 0.22993 0.206657
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27834500000000006 0.12958500000000003 0.27834500000000006 0.09253500000000002 0.089775000000000008 0.14285500000000004 0.062655000000000016 0.27834500000000006 0.14089500000000002 0.090540000000000023 -0.56176499999999996 0.089770000000000016 -0.09193999999999998 0.095780000000000018 -0.067824999999999983 -0.0025099999999999996 0.024640000000000006 -0.013514999999999998 -0.026509999999999995 0.090225000000000014 0.16175000000000003 -0.088784999999999989 0.11857000000000002 -0.054319999999999993 0.10347500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 7 22 10 9 -5 11 12 14 -3 -8 -1 -11 18 -18 -17 -14 -21 26 -4 -6 -19 -12 -2 -28 -10 -20
right_child=1 6 5 8 23 -7 13 -9 28 15 25 -13 19 -15 -16 16 17 24 29 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012503524176571397 0.00081098588693729831 0.00069761167399710943 0.001247938107132284 0.0011207665485945437 0.0009575684387203631 0.00071552209414070989 0.00094769875111143571 0.00073515670556648105 0.00081077839999912893 0.0013567825471001351 0.00033177002109719946 0.0014446099158456928 0.00063563972228831544 0.00055309029289192567 0.0011554471237933352 0.0011995744024135143 0.0012718846751194374 0.00075683511831488564 0.0011337590085078988 0.00048423599884430931 0.00021697776985592118 0.0009125400371119088 0.001044434290552287 0.00063604626855159776 0.0010691485543181929 8.4912252492251678e-05 0.00065776302558573612 0.00043443988894333925 0.00056920098356464982 0.0010099240665590204
leaf_weight=1081 33 43 73 34 22 36 27 22 33 43 76 59 23 20 241 464 20 27 241 39 40 24 57 26 23 21 156 23 28 66
leaf_count=1081 33 43 73 34 22 36 27 22 33 43 76 59 23 20 241 464 20 27 241 39 40 24 57 26 23 21 156 23 28 66
internal_value=0 0.000685219 0.000839944 0.00118321 0.00119675 0.0010626 0.000469995 0.00120542 0.00085052 0.00120999 0.000409831 0.00124209 0.000497802 0.00077978 0.00123305 0.00115984 0.00114977 0.00100661 0.00116277 0.000413569 0.000348915 0.000683333 0.00115871 0.000783411 0.000900499 0.000278327 0.000657385 0.000629068 0.00069989 0.00110714
internal_weight=0 691 402 2430 2335 166 289 2287 95 2265 242 1381 145 47 1322 884 841 70 771 102 79 236 130 48 50 97 212 179 61 307
internal_count=3121 691 402 2430 2335 166 289 2287 95 2265 242 1381 145 47 1322 884 841 70 771 102 79 236 130 48 50 97 212 179 61 307
is_linear=0
shrinkage=0.00196078


Tree=4499
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 1 2 47 14 49 1 0 159 150 2 3 4 2 30 42 52 3 16 2 12 3 2 133
split_gain=40.9847 6.7721 3.51054 3.47489 2.45031 2.03205 1.27429 1.20441 1.0055 0.99948 0.967561 0.72302 0.566007 0.558449 0.511173 0.563779 0.472649 0.436154 0.433182 0.443611 0.427423 0.486636 0.398136 0.369048 0.358928 0.343314 0.309149 0.372727 0.305432 0.331052
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.17025000000000004 0.09253500000000002 0.14530500000000005 0.13082500000000002 0.062655000000000016 -0.054984999999999992 0.089625000000000024 -0.10607499999999999 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 0.31370500000000007 -0.55119499999999988 0.092365000000000017 0.088510000000000019 0.10755000000000002 -0.56176499999999996 -0.10831999999999999 0.38525000000000004 0.11510000000000002 0.096645000000000009 0.095270000000000007 0.13622000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 14 10 9 -4 22 17 12 -2 18 -14 15 16 -3 20 -1 -20 21 25 -7 24 -24 -6 27 -25 29 -5
right_child=1 4 7 28 6 8 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013956538575855804 0.00066804777384960859 0.00085034438578881111 0.00099954509607064006 0.00033982884321434825 0.00067830250600012004 0.0012193836814382163 -3.8820676067296199e-06 0.00053899697558274797 0.00064257657973927195 0.00064654606407513475 0.0013281627368855991 0.0010391434634175404 0.0008152773782756983 0.0010627373850970506 0.0003761666025332068 0.00049468647534155218 0.00050180710758231258 0.0001475382137364933 0.0011348414936621935 0.001048187285150383 0.00016410294489038212 0.00014662520114739402 0.00068463159712895847 0.0011104802846682367 0.0010237432088629874 0.00039874250618699266 0.00094341297523718531 0.00084803580185946296 0.00027263642854842487 0.00064301767136925962
leaf_weight=22 24 52 34 20 24 28 50 61 34 35 79 127 40 284 38 61 21 60 1203 280 36 21 30 124 20 57 166 25 20 45
leaf_count=22 24 52 34 20 24 28 50 61 34 35 79 127 40 284 38 61 21 60 1203 280 36 21 30 124 20 57 166 25 20 45
internal_value=0 0.000532123 0.00107331 0.00080165 0.000392325 0.00108834 0.000280147 0.000703825 0.000966068 0.000341098 0.0011157 0.000980161 0.00110653 0.00103219 0.000576896 0.000633819 0.00075008 0.000287105 0.00112253 0.00111848 0.000347786 0.000412615 0.000994055 0.000976769 0.000820276 0.000481575 0.00100161 0.00106645 0.000484531 0.000549729
internal_weight=0 691 2430 236 455 2335 283 95 427 233 1908 151 1829 324 172 134 73 198 1505 1483 138 102 393 365 50 81 315 149 85 65
internal_count=3121 691 2430 236 455 2335 283 95 427 233 1908 151 1829 324 172 134 73 198 1505 1483 138 102 393 365 50 81 315 149 85 65
is_linear=0
shrinkage=0.00196078


Tree=4500
num_leaves=31
num_cat=0
split_feature=1 12 483 10 1375 43 3 43 4 12 3 3 124 130 123 48 1 34 15 160 49 49 52 2 4 16 15 3 3 49
split_gain=1.42672 0.3345 0.2142 0.192731 0.189721 0.209644 0.159418 0.14993 0.158258 0.148792 0.146917 0.142009 0.139092 0.162111 0.123411 0.129174 0.121504 0.118321 0.109022 0.0955988 0.090551 0.0854505 0.115239 0.0933393 0.0833609 0.0824162 0.140669 0.0957115 0.0996246 0.0922224
threshold=0.11690500000000002 0.078300000000000008 -0.070084999999999981 -0.0069899999999999988 -0.096099999999999977 -0.078139999999999973 0.11924500000000002 -0.11720999999999999 1.0000000180025095e-35 0.099815000000000015 -0.13309499999999996 0.30112000000000005 0.0049200000000000008 -0.0060099999999999989 0.085215000000000013 0.083685000000000009 0.14627000000000004 -0.010024999999999997 -0.088749999999999982 -0.086829999999999977 -0.026779999999999995 0.14233500000000002 0.060015000000000006 0.13093500000000002 0.23246000000000003 -0.073849999999999985 -0.079929999999999987 -0.11255999999999998 -0.083154999999999993 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 -4 7 10 18 14 -3 -7 12 13 -5 15 -9 -2 -15 -6 -12 -8 22 23 -19 25 29 -27 -28 -29 -11
right_child=3 9 4 11 5 6 20 8 -10 24 19 -13 -14 17 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.018078719320086142 0.0028246835130380978 0.011947336634469275 -8.3499687723815444e-05 -0.0002918201012779837 0.015801510854031555 0.0041077667918915936 0.010819464244625786 -0.0015427689381694008 -0.002566085374980633 0.013605180988568314 0.015919346030801536 0.0018777820007495683 -0.00054416111467973048 0.0015131571507524878 0.012013287115842104 0.0075035199075692187 -0.0056856608930975199 0.011100251524633654 0.0063944911268273633 0.011042552178508386 0.0028321446210611612 0.0045258970023935724 0.016104515182689346 0.0050030071197972193 0.0046782686064640684 0.01512705156346783 0.013315682472395047 0.00055889074380199117 0.0079704259203648882 0.0062960833383147565
leaf_weight=24 51 1810 25 23 22 26 22 27 28 97 50 76 23 21 25 38 25 74 28 205 40 29 29 38 30 32 28 21 133 21
leaf_count=24 51 1810 25 23 22 26 22 27 28 97 50 76 23 21 25 38 25 74 28 205 40 29 29 38 30 32 28 21 133 21
internal_value=0 0.0110153 0.00883616 0.0045424 0.00842231 0.00883845 0.010256 0.00594428 0.00399967 0.0115772 0.0112687 0.00563922 0.00684542 0.00763962 0.00604235 0.00374583 2.52281e-05 0.00859472 0.0105336 0.0119988 0.00566635 0.0094695 0.0104863 0.00903154 0.00972645 0.0101826 0.00901265 0.0079376 0.00695976 0.0123044
internal_weight=0 2732 560 389 536 511 343 168 118 2172 281 313 237 214 90 65 76 191 50 255 62 170 141 112 362 332 214 182 154 118
internal_count=3121 2732 560 389 536 511 343 168 118 2172 281 313 237 214 90 65 76 191 50 255 62 170 141 112 362 332 214 182 154 118
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=31
num_cat=0
split_feature=1 1 4 12 10 10 2 2 4 2 14 0 15 4 15 4 16 130 13 3 133 49 4 43 4 3 479 3 156 4
split_gain=1.15565 0.274268 0.167787 0.158975 0.156112 0.117502 0.216805 0.115365 0.174916 0.112104 0.109985 0.106842 0.115153 0.104813 0.119949 0.155171 0.090567 0.0869739 0.0959211 0.0942056 0.0858745 0.0840846 0.0817863 0.0816588 0.115522 0.0785942 0.0782333 0.0907505 0.0766691 0.0756379
threshold=0.11690500000000002 0.094385000000000011 -0.021294999999999998 -1.0000000180025095e-35 -0.0069899999999999988 1.0000000180025095e-35 0.11510000000000002 0.11362000000000001 -0.064804999999999988 0.099515000000000006 0.062655000000000016 -0.019414999999999998 -0.09095499999999998 -0.059649999999999988 -0.41942499999999994 0.51388000000000011 0.029300000000000003 0.10797500000000002 0.0015850000000000003 -0.079594999999999985 0.0068000000000000014 -1.0000000180025095e-35 -0.0047449999999999992 -0.52440999999999993 -0.52556499999999995 -0.24190499999999995 0.098035000000000011 0.090900000000000009 0.085790000000000019 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 11 6 -6 10 -9 20 23 12 -2 -8 15 -15 -16 18 19 -10 -4 -5 -11 -1 -25 -23 27 -26 -12 -7
right_child=4 2 9 21 5 29 13 8 17 22 28 -13 -14 14 16 -17 -18 -19 -20 -21 -22 25 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0042718094019662768 0.0057984105191592663 0.0033616620641682415 0.0099460916793392556 0.015589499281144099 0.010328699643604267 -0.0039783687197736334 0.0099439359610327162 -0.00065349962651020015 0.015969811202958227 0.001084184825065842 0.012422404106661317 -0.0060451460270477195 -0.003713535210117698 0.011070235298179529 0.0024525535955844035 0.00151632663259721 -0.0050110844651325833 0.015236143791116775 0.0038682476302759877 0.008135505002119868 0.0041897383189814933 0.014647331043717363 0.0060268219055641184 0.0168052032846829 0.01067980568639923 0.00904799811689775 0.0063258523007647871 0.0068468047165879398 0.019413477475089688 0.0040236353037740894
leaf_weight=21 35 31 109 34 78 21 26 21 20 44 62 21 20 34 72 34 21 20 37 66 34 31 140 29 1772 131 45 64 21 27
leaf_count=21 35 31 109 34 78 21 26 21 20 44 62 21 20 34 72 34 21 20 37 66 34 31 140 29 1772 131 45 64 21 27
internal_value=0 0.0099138 0.00792715 0.0100159 0.00408816 0.0050753 0.00589991 0.0104191 0.00786868 0.00647717 0.0106268 2.27052e-05 0.00233952 0.0040526 0.00310121 0.00629328 0.000767216 0.00912019 0.00812573 0.00995744 0.00857745 0.0110684 0.00484489 0.0104736 0.0105418 0.0101195 0.0104452 0.0105462 0.0141912 0.000522759
internal_weight=0 2732 554 227 389 313 265 2178 164 327 2014 76 55 187 161 68 93 143 123 86 143 196 184 1931 1910 162 1881 1836 83 48
internal_count=3121 2732 554 227 389 313 265 2178 164 327 2014 76 55 187 161 68 93 143 123 86 143 196 184 1931 1910 162 1881 1836 83 48
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 0 49 1 1 4 475 12 47 0 4 3 14 52 52 1 16 12 1 52
split_gain=36.105 6.00752 3.61704 2.80671 2.01388 1.83584 1.40718 1.22998 0.912398 0.901673 0.87497 0.601299 1.17287 0.571217 0.483115 0.479494 0.408791 0.381421 0.351628 0.341748 0.49714 0.403653 0.311108 0.295108 0.479256 0.395558 0.3496 0.331938 0.288435 0.273556
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.092845000000000025 -0.10474999999999998 0.082865000000000008 0.15022500000000003 0.083135000000000014 0.0061450000000000003 -0.066784999999999983 0.11472500000000001 0.090100000000000013 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 -0.23083499999999998 0.039215000000000007 -0.12647999999999995 0.086560000000000012 0.11346000000000002 0.10345000000000001 0.11669000000000002 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 13 -6 16 -5 12 14 17 -1 19 -7 29 22 -13 -21 -22 -3 24 27 -26 -25 -18 -24 -4
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 15 -14 -15 -16 -17 23 -19 -20 20 21 -23 28 26 25 -27 -28 -29 -30 -31
leaf_value=0.0011541929613649591 0.0011937748002593855 0.00078698041662352469 0.00036659889699487724 0.0010868694672975974 0.0010893180983157847 0.001261637750404333 0.001483830239074026 0.00077608902092231411 0.00068861756271728031 0.00080716559856716728 0.00070097076771447107 0.0012482777245138926 0.0014076198683399446 0.00021233426484848188 0.00089551704693116064 0.0010921147103059388 0.0011826108022664932 0.00069191858005456896 0.00083147416193430008 0.0014754829982193021 0.00095482118925371883 0.0011849169178443435 0.00061598992201204023 0.0011909408504097024 0.0010007148741822932 0.00068992427312860303 0.00095003804954332826 0.00091709104213364995 0.00040087344942260546 0.00055271826168595286
leaf_weight=46 76 33 126 37 74 60 76 37 31 41 58 1139 35 53 70 102 85 21 33 21 32 349 138 134 74 20 28 23 29 40
leaf_count=46 76 33 126 37 74 60 76 37 31 41 58 1139 35 53 70 102 85 21 33 21 32 349 138 134 74 20 28 23 29 40
internal_value=0 0.000673696 0.000609426 0.00118164 0.000745555 0.00119508 0.0012225 0.000443319 0.000971016 0.00108483 0.000851268 0.00121143 0.00109302 0.000392017 0.000998095 0.00122231 0.00111168 0.000442944 0.000643953 0.00123093 0.00118178 0.00116559 0.000613011 0.00108696 0.00103696 0.000934589 0.0011493 0.00112606 0.000578634 0.000411447
internal_weight=0 691 615 2430 338 2335 1870 277 105 465 95 1794 151 240 116 1643 424 187 233 1541 402 381 200 364 202 94 162 108 167 166
internal_count=3121 691 615 2430 338 2335 1870 277 105 465 95 1794 151 240 116 1643 424 187 233 1541 402 381 200 364 202 94 162 108 167 166
is_linear=0
shrinkage=0.00196078


Tree=4503
num_leaves=31
num_cat=0
split_feature=4 3 2 1 457 149 12 2 40 2 1429 1454 1 0 3 474 475 16 52 1 13 1455 42 4 15 52 0 49 402 133
split_gain=1.12506 0.313401 0.225232 0.169357 0.18602 0.167858 0.153147 0.147281 0.143099 0.100555 0.202103 0.10169 0.097582 0.0966316 0.116063 0.0934365 0.141148 0.109258 0.133011 0.133415 0.150687 0.107997 0.14946 0.133711 0.104276 0.0961538 0.108786 0.116372 0.0937991 0.0851606
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.090540000000000023 0.079590000000000008 0.07770500000000001 -0.010834999999999999 0.25063000000000007 -0.068949999999999997 0.08647500000000001 0.084770000000000012 0.090210000000000026 0.11910500000000002 -0.16360999999999995 -0.0096849999999999974 0.081755000000000008 -0.085719999999999977 0.19444000000000003 -0.14765999999999999 0.085760000000000017 -0.14819499999999997 0.068185000000000009 0.097640000000000018 -0.055319999999999994 -0.020484999999999996 0.039215000000000007 -0.04917499999999999 0.091115000000000015 -0.45015499999999992 0.40431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 7 8 12 -5 10 11 13 -2 -1 -15 17 24 18 -11 20 -20 22 23 -19 -17 26 27 -22 -27 -30
right_child=5 -3 -4 4 -6 -7 -8 -9 -10 15 -12 -13 -14 14 -16 16 -18 21 19 -21 25 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.018783977781422437 0.0056239732212835939 0.0033698670561425389 7.0028719694718074e-05 0.0087337384349666543 0.0042393060933266372 0.011172273821596589 0.0099700786300548974 -0.0047974202062257311 0.00083882306016197332 0.01517684035265739 0.0021847526664319247 0.0053128658250595137 0.0020174636396985113 0.011968674869970074 0.004413455688682873 0.02191517235711217 0.010227814154495718 -0.0012216381296249372 0.018495190648536664 0.0021993645845213906 0.0098267877742420056 0.013750839632385495 0.013634113146437574 0.0066414959565736361 0.012994449679421163 0.005453302231476163 0.0027358053252100945 0.0042941303944422143 0.010523868935857097 0.015155525070771215
leaf_weight=20 139 75 23 58 84 28 499 22 38 47 23 24 163 640 21 20 144 28 20 23 245 22 23 95 38 33 31 45 406 44
leaf_count=20 139 75 23 58 84 28 499 22 38 47 23 24 163 640 21 20 144 28 20 23 245 22 23 95 38 33 31 45 406 44
internal_value=0 0.009746 0.00992351 0.0100084 0.00864448 0.00374392 0.00926639 0.00310196 0.00560867 0.0104732 0.0114094 0.0117104 0.00367741 0.0119359 0.0117286 0.00993405 0.0119054 0.00955908 0.00999877 0.00971144 0.00992112 0.00721928 0.00623507 0.00485151 0.0160706 0.00970784 0.00836638 0.00896827 0.0105994 0.0109767
internal_weight=0 2769 2694 2671 679 352 595 324 96 1992 728 705 302 681 661 1264 202 1062 894 847 824 168 146 123 58 804 321 290 483 450
internal_count=3121 2769 2694 2671 679 352 595 324 96 1992 728 705 302 681 661 1264 202 1062 894 847 824 168 146 123 58 804 321 290 483 450
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 4 0 15 2 4 1 12 1 52 52 4 16 4 1 47 131 47 14 16
split_gain=43.3112 7.66087 4.20477 3.25561 3.22969 1.99848 1.50781 1.23518 1.06295 0.965335 0.918632 0.727593 0.847879 0.714902 0.552725 0.530005 0.52057 0.498672 0.448082 0.389301 0.444797 0.46648 0.424529 0.364562 0.36778 0.363581 0.338134 0.330726 0.437527 0.417088
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.13082500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.17025000000000004 -0.17966999999999997 0.12337000000000002 0.088245000000000004 0.083345000000000016 -0.56176499999999996 0.039215000000000007 0.24564500000000003 0.19444000000000003 -0.51843499999999987 0.089875000000000024 0.09550500000000002 0.09031500000000002 0.090100000000000013 -0.23083499999999998 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 15 7 -6 11 19 -5 14 12 13 -1 -4 -3 27 23 -13 -7 21 -21 -22 -14 -25 -20 -2 28 -17 -30
right_child=1 2 10 9 6 8 -8 -9 -10 -11 -12 18 17 -15 -16 16 -18 -19 25 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0014521313470749397 0.0014436584353716665 0.00099103908244969137 0.00046323993683935842 0.0012327702849192466 0.0012057707088136554 0.0014584097384839844 0.0007458150566683389 0.0016113994306701134 0.00094574388587205158 0.00082045797173596017 0.00082255510063746287 0.0012980953437498393 0.0016667227896433028 0.001036968983942994 0.00020814382233748249 0.00089544846548461447 0.00052895888845245012 0.0013420959568376787 0.00089017368427526207 0.0012062962324939114 0.001350329145342761 0.00089139569331617911 0.0010519046117277706 0.0014127909479814391 0.0011756308230699277 0.0012351661384884826 0.001162291150174889 0.00090868309919351069 0.00068623321206844046 0.00039994425750881408
leaf_weight=23 52 21 107 34 87 33 40 76 48 61 21 101 21 52 47 32 76 774 23 189 144 20 21 760 26 24 24 30 131 23
leaf_count=23 52 21 107 34 87 33 40 76 48 61 21 101 21 52 47 32 76 774 23 189 144 20 21 760 26 24 24 30 131 23
internal_value=0 0.000767505 0.000694928 0.00132384 0.000797176 0.00133831 0.0010609 0.00136653 0.00122171 0.000968022 0.000437846 0.00135622 0.00136799 0.00116429 0.000385386 0.000690169 0.000668531 0.00137765 0.0012245 0.00125426 0.00123624 0.00117616 0.00131235 0.00141176 0.00140495 0.00106634 0.00135481 0.000717639 0.000686826 0.000643476
internal_weight=0 691 615 2430 440 2335 127 1880 455 95 175 1804 1656 75 154 313 292 1581 148 407 374 209 165 807 786 47 76 216 186 154
internal_count=3121 691 615 2430 440 2335 127 1880 455 95 175 1804 1656 75 154 313 292 1581 148 407 374 209 165 807 786 47 76 216 186 154
is_linear=0
shrinkage=0.00196078


Tree=4505
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 4 0 15 4 150 1 12 4 3 13 47 52 15 10 49 160 475 52
split_gain=54.1121 8.63644 5.23819 4.26948 3.27176 2.76177 1.84479 1.65061 1.35254 1.28767 1.26223 0.909845 0.835458 0.713563 1.49172 0.817108 0.691258 0.675438 0.600277 0.539358 0.45821 0.440863 0.440044 0.420016 0.317373 0.447542 0.305533 0.289598 0.287644 0.352956
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.14960000000000004 0.27834500000000006 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 1.0000000180025095e-35 0.083345000000000016 0.088245000000000004 -0.51843499999999987 -0.13927999999999999 -1.0000000180025095e-35 0.090100000000000013 -0.56176499999999996 -0.41942499999999994 -0.38124499999999995 -0.070909999999999987 -0.072884999999999991 -0.082014999999999991 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 11 -5 -6 16 12 -4 14 -1 18 23 -16 19 -15 -21 27 -3 -7 -13 -26 -19 -14 -25 -30
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 24 21 15 17 -17 -18 26 -20 20 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.0013298714770486105 0.0011742803572917045 0.00045184534166026207 0.00051221971665400747 0.0010673184945723933 0.0010569696149767449 0.0012937366895648945 0.0015046390244435476 0.00063859053895940529 0.00058205209468389061 0.0005724593558732201 0.00069923275841007643 0.0001890474616703825 0.00031250277990657908 0.0015634424212266082 0.0011049397538105646 0.0010425089528465889 0.00076986626971053897 0.00095865531221908684 0.0011762034202785761 0.00095204262829878751 0.0012527210586708889 0.00041299919961676403 0.00069704965992088621 0.0012636313727565148 0.00011655005188110996 -0.00025088037005983866 0.00065152353069795356 6.1484544085791703e-05 0.00099395533638127736 0.0011209494611130483
leaf_weight=51 71 191 43 34 71 35 76 37 63 30 39 28 24 21 40 112 28 20 753 20 758 27 33 27 25 26 33 67 180 158
leaf_count=51 71 191 43 34 71 35 76 37 63 30 39 28 24 21 40 112 28 20 753 20 758 27 33 27 25 26 33 67 180 158
internal_value=0 0.000527497 0.000451215 0.00115528 0.000620073 0.00117191 0.00120537 0.000253097 0.000752145 0.000913056 0.00103693 0.000193667 0.000278236 0.00119279 0.00106038 0.00120425 0.0010677 0.000912591 0.00121593 0.00125336 0.00124499 0.00019297 0.000487969 0.00108855 2.13189e-05 -7.07674e-05 0.000767422 0.000127687 0.00106888 0.00105332
internal_weight=0 673 602 2448 325 2351 1884 277 97 101 467 240 161 1808 144 1664 428 93 1552 799 778 118 224 400 79 51 53 91 365 338
internal_count=3121 673 602 2448 325 2351 1884 277 97 101 467 240 161 1808 144 1664 428 93 1552 799 778 118 224 400 79 51 53 91 365 338
is_linear=0
shrinkage=0.00196078


Tree=4506
num_leaves=31
num_cat=0
split_feature=4 3 9 2 39 1 11 0 160 2 43 42 49 150 1 49 3 12 47 1420 1429 484 484 475 42 49 49 49 51 0
split_gain=1.30957 0.363802 0.246631 0.173415 0.160772 0.15177 0.132518 0.126919 0.116451 0.115897 0.107101 0.105929 0.0993735 0.0958363 0.131586 0.0943721 0.0909653 0.0859748 0.0849454 0.112964 0.100045 0.241365 0.276977 0.104148 0.132798 0.0890777 0.0976466 0.119181 0.103022 0.171211
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.092235000000000025 0.098220000000000016 0.12958500000000003 0.080455000000000013 -0.22491999999999998 0.079055000000000014 -0.090999999999999984 0.084740000000000024 -0.044809999999999996 -0.16230499999999995 0.081835000000000019 0.085110000000000005 -0.046979999999999987 -0.023499999999999997 -0.040564999999999997 0.11227500000000001 -0.084814999999999988 0.084770000000000012 0.073690000000000019 0.088605000000000003 -0.085719999999999977 0.083795000000000022 0.09517500000000001 0.085970000000000005 0.005085000000000001 0.081440000000000026 -0.09595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 7 10 9 -5 -1 -4 15 -6 -9 -14 -15 -2 -16 -11 19 -19 23 -22 -23 24 -21 26 27 28 -25 -30
right_child=5 -3 3 4 11 -7 -8 12 -10 17 -12 -13 13 14 16 -17 -18 18 -20 20 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00033408570954383452 0.00040951547048547686 0.003683153356968736 0.0048374459009479596 0.0035735137188598388 0.0095940785296261318 0.0017498229442235943 0.017160286520975204 0.015953783631945651 0.0095846441600588167 0.016419036380316623 0.012864224906079472 -7.8548159864213726e-06 0.010419724753213969 0.013362339781597258 -0.001451281795743853 0.0062748726724620764 0.0073151317383423611 0.018292554925816756 0.0077675859256032716 0.019573270764926244 0.013710536087225928 -0.0058059210795909167 0.01045406802811406 0.011812133233345569 0.011042172683881142 0.0073132423377291374 0.015113644141496886 0.0056560449153443592 0.0038450209610164168 0.011504965865737703
leaf_weight=29 34 75 27 29 20 156 40 30 20 34 20 27 758 20 20 142 29 24 64 36 38 20 22 1082 37 52 72 36 45 83
leaf_count=29 34 75 27 29 20 156 40 30 20 34 20 27 758 20 20 142 29 24 64 36 38 20 22 1082 37 52 72 36 45 83
internal_value=0 0.0105529 0.0107441 0.0108744 0.00977752 0.00407731 0.0114721 0.0100799 0.00371438 0.011336 0.0059298 0.00407807 0.0103 0.0100949 0.00652696 0.00514179 0.003737 0.0114427 0.0113377 0.0114854 0.0113781 0.00793589 0.00271122 0.0115689 0.0152493 0.0113728 0.011533 0.0113261 0.0114948 0.00881202
internal_weight=0 2769 2694 2645 933 352 1712 886 49 1672 196 47 857 827 69 176 49 1645 1611 1547 1523 80 42 1443 73 1370 1318 1246 1210 128
internal_count=3121 2769 2694 2645 933 352 1712 886 49 1672 196 47 857 827 69 176 49 1645 1611 1547 1523 80 42 1443 73 1370 1318 1246 1210 128
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=31
num_cat=0
split_feature=1 2 0 3 97 44 12 4 14 0 51 4 49 3 51 39 2 13 159 49 151 40 49 11 2 1 14 2 133 34
split_gain=1.06604 0.253977 0.170052 0.152081 0.142669 0.144988 0.139283 0.121804 0.117567 0.117896 0.172868 0.159188 0.138685 0.10441 0.107467 0.105369 0.100357 0.109329 0.0994842 0.097766 0.12998 0.0952802 0.0903187 0.101414 0.092672 0.0874479 0.0871848 0.109359 0.126188 0.0914301
threshold=0.11690500000000002 0.10045500000000002 -0.13843999999999998 0.30112000000000005 -0.083924999999999986 1.0000000180025095e-35 -0.42850999999999995 0.42642000000000008 0.076975000000000002 -0.11013499999999998 -0.031924999999999995 0.0033150000000000007 -0.007794999999999999 0.12745000000000004 -0.40274499999999996 0.10226500000000001 0.15361500000000003 -0.14179999999999995 0.097885000000000014 -0.088694999999999982 0.015440000000000001 -0.063404999999999989 -0.15498999999999999 0.076560000000000003 -0.13033999999999998 0.13927000000000003 -0.41076499999999994 0.12358500000000001 0.089755000000000015 -0.010024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 13 -1 8 -5 19 9 10 -6 -12 -13 14 -2 26 17 -4 25 -3 -21 -17 -11 24 -24 -8 -16 29 -29 -28
right_child=3 2 16 6 5 -7 18 -9 -10 22 11 12 -14 -15 15 21 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.003233558597664039 0.010329549762644564 0.010484373243525625 0.0029886598170768205 0.0058165688779862491 -0.0014396824454888703 0.018652678965590894 -0.00056794487830737368 0.012331926450133325 0.013829253101721407 0.01684374820557423 0.0038317115377220845 0.0063364658758721564 0.014832020806953434 0.0099970940059345027 0.010722822177669277 0.0036262167966924609 0.0019841060929355167 0.0094313734104444682 0.0032878730699177025 0.0043781662088574714 -0.0044314450421370569 -0.0041516612957431271 0.0040185792876097064 0.0045940396785171646 0.010275643614030364 -0.0094933411660825927 0.0015518105433632932 -0.0035934623586194171 0.0063092526175420396 0.0086362884964078807
leaf_weight=30 27 20 28 34 20 20 23 20 81 20 45 33 46 38 23 36 21 444 23 103 20 28 24 33 1724 21 27 31 22 56
leaf_count=30 27 20 28 34 20 20 23 20 81 20 45 33 46 38 23 36 21 444 23 103 20 28 24 33 1724 21 27 31 22 56
internal_value=0 0.00953766 0.00782245 0.00394244 0.0100797 0.01018 0.000603579 0.00502238 0.0100964 0.00994095 0.00718757 0.00857906 0.0112832 0.00511336 0.00437103 0.00364959 0.00874823 0.00904918 -0.00204182 0.00400007 0.00294571 0.000223395 0.0101611 0.0100861 0.0101897 -0.00482779 0.00502869 0.00406572 0.000517099 0.0063317
internal_weight=0 2732 656 389 2076 2046 101 163 2026 1945 144 124 79 288 250 223 493 472 67 143 123 64 1801 1781 1748 44 159 136 53 83
internal_count=3121 2732 656 389 2076 2046 101 163 2026 1945 144 124 79 288 250 223 493 472 67 143 123 64 1801 1781 1748 44 159 136 53 83
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 16 0 49 4 4 1 12 4 47 52 3 15 49 475 52 3 160 16
split_gain=48.5555 7.5709 4.82564 4.16926 2.70879 2.31537 1.48201 1.47737 1.20899 1.18423 1.08958 0.927465 0.911275 0.831554 1.32585 0.833786 0.712179 0.670185 0.561728 0.537749 0.434594 0.419399 0.390583 0.335542 0.296792 0.28319 0.389506 0.263384 0.247705 0.24625
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.40473500000000007 0.09253500000000002 0.14960000000000004 -0.52595999999999987 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.40945500000000007 0.083345000000000016 0.088245000000000004 -0.51843499999999987 0.090100000000000013 -0.56176499999999996 -0.13927999999999999 -0.097454999999999986 -0.054319999999999993 -0.082014999999999991 0.039215000000000007 -0.010424999999999999 -0.067824999999999983 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 11 13 12 -6 -5 16 -7 14 17 18 -4 -1 19 -15 -3 -14 -21 -19 -25 -23 -27 -18 -29 -28
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 -13 21 15 -16 -17 27 23 -20 22 -22 25 -24 24 -26 26 29 28 -30 -31
leaf_value=0.001077055965282542 0.0011027639950899517 0.00043405884935634749 0.00046963783616281506 0.00098908837447469274 0.00099656171181095933 0.00061739789650720701 0.00062156856533208688 0.0014139755280117502 0.00069755742880302707 0.00053191973249507106 0.00055589610196616311 1.0153018119738023e-05 0.0012481637639937058 0.0015050435628321101 0.0013309310948481411 0.00097940381419270544 0.00030999748804127699 0.00096841062985214533 0.0011207512106133459 0.00091659850952233754 0.00067812365015489464 0.0012159097804074861 0.0011942124052722707 0.00082554966561934531 0.00051328434879474886 0.00094789782050751768 0.0011109345719598719 0.00029234416055885239 3.9315961411610241e-05 0.0008831309426808947
leaf_weight=47 72 187 48 34 71 20 34 76 48 30 65 79 36 21 35 106 41 23 753 20 33 28 756 25 22 179 139 21 51 21
leaf_count=47 72 187 48 34 71 20 34 76 48 30 65 79 36 21 35 106 41 23 753 20 33 28 756 25 22 179 139 21 51 21
internal_value=0 0.000502237 0.000429568 0.00109885 0.000592712 0.00111542 0.000238439 0.00114617 0.000992462 0.000858549 0.000704669 0.000184162 0.00102593 0.00113491 0.00099611 0.00114765 0.000269546 0.000895949 0.00115915 0.00119544 0.000470669 0.0010462 0.00118706 0.000774349 0.000679383 0.00102639 0.00101074 0.000184551 0.000113116 0.00108104
internal_weight=0 667 595 2454 321 2355 274 1884 471 101 99 240 423 1808 152 1656 161 117 1550 797 220 403 776 70 47 367 339 113 72 160
internal_count=3121 667 595 2454 321 2355 274 1884 471 101 99 240 423 1808 152 1656 161 117 1550 797 220 403 776 70 47 367 339 113 72 160
is_linear=0
shrinkage=0.00196078


Tree=4509
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 149 150 47 51 403 2 403 96 1208 1447 4 52 15 16 42 156 2 156 51 16 1 0 12 12 151
split_gain=1.07622 0.29539 0.190253 0.17122 0.146356 0.125139 0.10715 0.102614 0.125161 0.103202 0.0990038 0.0948035 0.0934179 0.091995 0.0895924 0.0879181 0.0892724 0.120252 0.163725 0.176212 0.0972503 0.188368 0.128564 0.0984118 0.0979491 0.0875854 0.0919379 0.0822827 0.0890104 0.0763308
threshold=0.27287000000000006 0.14285500000000004 0.090540000000000023 1.0000000180025095e-35 0.25063000000000007 0.07770500000000001 -0.050224999999999992 0.11518500000000002 -0.23681499999999997 0.048950000000000007 0.088850000000000012 -0.52336499999999997 0.086715000000000014 1.0000000180025095e-35 -0.082954999999999987 0.053925000000000008 0.088555000000000009 0.090750000000000011 -0.079109999999999986 0.087195000000000009 0.087205000000000019 0.084245000000000014 0.085835000000000009 -0.091239999999999974 0.15273500000000004 0.11910500000000002 0.030935000000000004 0.10388500000000002 -0.042789999999999988 -0.083919999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 5 12 -4 8 -8 11 13 -10 25 15 -12 16 20 18 -18 -20 22 -22 24 -23 -1 -2 -27 28 -3 -5
right_child=4 27 3 29 -6 -7 7 -9 9 -11 14 -13 -14 -15 -16 -17 17 -19 19 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010837653773693945 0.0057745925354104099 0.0051649188529457515 0.0040304563255276439 0.0023783186297682193 -0.0040719627131087085 0.010674729068817286 0.017112771992612144 0.0059963182155908547 0.0035161981126293541 0.0027038611338606904 0.01372405760271778 0.010270002764848463 -0.0029889648758052363 0.016568581308596408 0.0090472638945028744 0.016526905670374011 0.0095437013951089732 0.014219930141998996 -0.0042908707544917152 0.0075730753844724073 0.0003057415053869287 0.013530765092582442 0.018220481491432742 0.0070244195544411072 0.017943839951185508 0.0012188780588552445 0.0083656681524146171 0.0069587608095167622 -0.0034475905083430312 0.0069222827725385254
leaf_weight=643 134 24 41 59 24 26 23 78 22 21 43 376 21 26 864 24 115 31 21 31 24 46 26 47 20 126 21 41 24 99
leaf_count=643 134 24 41 59 24 26 23 78 22 21 43 376 21 26 864 24 115 31 21 31 24 46 26 47 20 126 21 41 24 99
internal_value=0 0.00933654 0.00952476 0.0081333 0.0034662 0.00401777 0.00895225 0.00934032 0.00993043 0.00953618 0.0100349 0.00989668 0.00344465 0.0106941 0.00926899 0.0105455 0.0104025 0.0085 0.00743822 0.00278187 0.0108699 0.00820428 0.0113225 0.0102426 0.011052 0.00392546 0.00223985 0.00366882 0.000858664 0.00522549
internal_weight=0 2769 2680 719 352 328 561 520 442 419 1961 398 302 1054 907 1028 1004 198 167 52 806 117 689 93 663 281 147 89 48 158
internal_count=3121 2769 2680 719 352 328 561 520 442 419 1961 398 302 1054 907 1028 1004 198 167 52 806 117 689 93 663 281 147 89 48 158
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 2 4 1 2 52 2 52 4 16 12 4 47 157 14 15 10 43 131 1
split_gain=30.9541 5.18761 2.91993 2.5995 1.62622 1.52614 1.09951 0.880285 0.845209 0.823449 0.74418 0.627502 0.600178 0.566698 0.903495 0.361404 0.343361 0.334667 0.337109 0.299197 0.291558 0.335572 0.289282 0.285316 0.275294 0.242837 0.415587 0.233175 0.23065 0.218525
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.13501500000000002 0.077845000000000011 0.14753000000000002 0.27834500000000006 0.089625000000000024 0.090425000000000019 -0.56176499999999996 -0.0091949999999999983 0.024145000000000003 0.24564500000000003 0.19444000000000003 0.090285000000000018 -0.51253999999999988 0.090100000000000013 -0.069619999999999987 -0.23083499999999998 -0.41942499999999994 -0.38124499999999995 -0.080324999999999994 0.090385000000000007 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 22 7 11 13 -6 15 -5 12 -4 20 16 -7 -15 18 -17 -19 21 -1 24 -22 -3 -13 -27 -12 -2 -26
right_child=1 2 6 10 8 9 -8 -9 -10 -11 27 25 -14 14 -16 17 -18 19 -20 -21 23 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0014439103900551462 0.0012207442506613046 0.00077206292679390595 0.00069084175378449411 0.0010871238844777022 0.001050224780482453 0.0012707624554359101 0.00077195767506712263 0.0013812441405743146 0.00067877198770350102 0.00080582519441164317 0.00078194120189374714 0.00041167792977135192 0.00041136449023838174 0.00087823018042090676 0.00071621388641566368 0.0010325552806194817 0.0011384529174405399 0.0011550806061259617 0.00076485906234558887 0.00091501451577778465 0.00092418650760675027 0.0011936147891147561 0.00080935575396699061 0.0011492778760131077 0.00060870983692919633 0.00038356138086494276 4.1257594397738184e-05 0.00052916011340487022 0.0009856124261659327 0.00042135049551196444
leaf_weight=21 53 33 40 28 72 34 37 76 35 48 47 32 113 21 23 189 272 151 20 23 23 1065 32 369 137 25 30 20 23 29
leaf_count=21 53 33 40 28 72 34 37 76 35 48 47 32 113 21 23 189 272 151 20 23 23 1065 32 369 137 25 30 20 23 29
internal_value=0 0.000666299 0.000606575 0.00113662 0.000728885 0.00114955 0.000457331 0.00117455 0.000928722 0.00104903 0.000818673 0.000408826 0.00048443 0.0011658 0.00109043 0.00107702 0.0011198 0.00105982 0.00100694 0.00112335 0.00118191 0.00119845 0.00063632 0.00113607 0.000608495 0.000275867 0.00019685 0.000706484 0.00114959 0.000575978
internal_weight=0 691 615 2430 338 2335 277 1870 107 465 95 240 153 1794 316 417 293 383 209 174 1478 1086 231 392 199 87 55 67 76 166
internal_count=3121 691 615 2430 338 2335 277 1870 107 465 95 240 153 1794 316 417 293 383 209 174 1478 1086 231 392 199 87 55 67 76 166
is_linear=0
shrinkage=0.00196078


Tree=4511
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 2 0 4 1 1 1 150 2 2 49 475 4 14 47 1 0 12 4 43 157 13 16 4
split_gain=32.6077 3.86498 3.47481 2.82007 2.42022 1.8364 1.20274 1.07024 0.965662 0.943284 0.886864 0.779759 0.520394 0.509685 0.49296 0.583145 0.392959 0.378758 0.333515 0.32995 0.364499 0.370448 0.304693 0.299948 0.366873 0.294201 0.291109 0.230244 0.218127 0.216958
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.10045500000000002 0.088105000000000003 0.076175000000000007 0.14122000000000004 -0.13027499999999997 0.40473500000000007 0.09253500000000002 0.16773500000000005 0.089770000000000016 1.0000000180025095e-35 -0.0091949999999999983 0.090425000000000019 0.005085000000000001 -0.066784999999999983 -0.03898999999999999 -0.46166999999999997 1.0000000180025095e-35 0.11669000000000002 -0.010949999999999998 0.090285000000000018 -0.51843499999999987 -0.078139999999999973 -0.08107499999999998 -0.10278499999999999 0.19444000000000003 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 4 5 6 19 12 8 13 -7 -4 16 23 -6 -14 -16 22 -10 -2 -3 21 25 -5 24 -1 -21 -25 -19 -28 -22
right_child=1 3 10 11 7 9 -8 -9 17 -11 -12 -13 14 -15 15 -17 -18 27 -20 20 29 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0014470000126782586 0.0012642165284790503 0.00075344567580777698 0.0010390484634670832 0.00030054418543891723 0.00096345695590880373 0.0010055508270847015 0.0014013348822226985 0.00070337831924145212 0.0012016384341381275 0.00061035799650417991 0.00065882832987263873 5.1259754620718232e-06 0.00082807685224881792 0.00058437652652170151 0.0011327404372478446 0.00085736082748366616 0.00061951133455564219 0.00083686719922458424 0.00094992148408702768 0.00041957366115906658 0.00073718058351175707 0.00039067152022983917 0.00052118954161985544 0.00089700148553073576 0.0011789815202384352 0.00066442069615803507 0.0011488411820120309 0.0010540817838143139 0.00099065992754163992 0.00049173622647775148
leaf_weight=20 27 31 34 97 30 69 77 41 68 35 77 22 27 25 284 33 26 20 25 29 45 78 32 21 1078 54 356 303 37 20
leaf_count=20 27 31 34 97 30 69 77 41 68 35 77 22 27 25 284 33 26 20 25 29 45 78 32 21 1078 54 356 303 37 20
internal_value=0 0.000602647 0.00111452 0.000553308 0.00113008 0.000652712 0.00116121 0.00100654 0.00103441 0.000872553 0.000775292 0.00035057 0.00115124 0.000791148 0.00108241 0.00110407 0.000399601 0.00106863 0.00111311 0.000563749 0.000537728 0.000487694 0.000355278 0.00116691 0.00118386 0.000578872 0.00112193 0.00104063 0.00113395 0.000661659
internal_weight=0 590 2531 538 2420 361 1933 487 446 104 111 177 1856 55 344 317 155 391 52 257 226 161 129 1512 1098 83 414 323 393 65
internal_count=3121 590 2531 538 2420 361 1933 487 446 104 111 177 1856 55 344 317 155 391 52 257 226 161 129 1512 1098 83 414 323 393 65
is_linear=0
shrinkage=0.00196078


Tree=4512
num_leaves=31
num_cat=0
split_feature=1 155 1 1 4 52 2 0 2 33 50 15 14 50 10 2 1 0 43 41 34 2 10 43 4 123 41 42 0 15
split_gain=1.1913 0.235295 0.158518 0.154366 0.128438 0.123752 0.120472 0.158904 0.137804 0.11943 0.1233 0.113276 0.111331 0.107925 0.103378 0.0976795 0.100703 0.10007 0.0923781 0.085157 0.082402 0.0965231 0.103081 0.116065 0.0992755 0.0929601 0.0737749 0.0737681 0.0722341 0.0781731
threshold=0.10920500000000001 0.084785000000000013 0.094385000000000011 0.14860500000000001 -0.17966999999999997 1.0000000180025095e-35 0.11362000000000001 -0.026509999999999995 0.11510000000000002 0.08573500000000002 0.14026500000000003 0.035560000000000008 0.062655000000000016 -0.25070499999999996 -0.062879999999999978 0.10276500000000001 0.10439500000000002 -0.069444999999999993 -0.081779999999999978 0.081560000000000007 -0.038779999999999995 0.11448000000000001 0.09820000000000001 -0.052894999999999991 0.25615500000000008 0.11679000000000002 0.08690500000000001 0.090090000000000017 -0.089964999999999976 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 9 -4 11 12 8 -8 10 13 15 19 -2 -5 17 -17 28 -10 -1 -15 22 23 -22 -25 26 -23 -21 29 -6
right_child=1 -3 4 14 5 -7 7 -9 18 -11 -12 -13 -14 20 -16 16 -18 -19 -20 27 21 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.01073007554256147 0.011009200508851791 0.013061298991087825 0.011789757968738762 -0.0059108932554954663 0.010431387184049797 0.011098091489984654 0.0017457929300144317 0.0012482556289639968 0.016916453726589682 0.012618171157581466 0.012188103041526947 0.010521521801128983 0.014368983332196767 -0.0003234498264071973 0.0026730561619030036 -0.0024283115579574197 0.0050514115803202411 0.0023571801492168259 0.0094389517922996019 0.010192272546903594 0.0034757158943805205 0.0034250811511267916 0.0015682141287942178 0.0078700612387287306 0.01632746386787166 -0.0029314329093765648 0.0096695538432825176 0.0019946643495045249 0.013574355898424983 0.0021827787812799216
leaf_weight=1887 24 35 86 20 27 70 20 29 20 21 22 50 83 38 47 27 54 30 95 23 29 191 27 35 23 21 21 21 25 20
leaf_count=1887 24 35 86 20 27 70 20 29 20 21 22 50 83 38 47 27 54 30 95 23 29 191 27 35 23 21 21 21 25 20
internal_value=0 0.00512531 0.0102385 0.00459013 0.00837905 0.007411 0.0105706 0.0079643 0.009407 0.00525412 0.00489531 0.00630328 0.0107828 0.00450304 0.000110683 0.00515076 0.00255817 0.00720958 0.0107394 0.0106287 0.00409746 0.00458159 0.00696598 0.00864114 0.0112239 0.00341498 0.00404364 0.00627978 0.00923142 0.00692134
internal_weight=0 554 2567 519 389 303 2178 164 135 452 431 233 2014 409 67 183 81 102 115 1931 385 347 114 87 58 233 212 44 72 47
internal_count=3121 554 2567 519 389 303 2178 164 135 452 431 233 2014 409 67 183 81 102 115 1931 385 347 114 87 58 233 212 44 72 47
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=31
num_cat=0
split_feature=1 4 44 12 3 484 155 474 1 157 457 4 2 1 49 150 0 13 3 401 12 13 4 4 1 2 43 49 0 131
split_gain=0.964956 0.190795 0.141235 0.163357 0.174433 0.153134 0.129024 0.128034 0.126765 0.115624 0.120257 0.0958689 0.0943522 0.0898185 0.0958201 0.0885528 0.11349 0.0867539 0.114556 0.0993708 0.0971874 0.0806954 0.0784037 0.0770708 0.100554 0.0886611 0.0780469 0.0750931 0.0672624 0.10789
threshold=0.10920500000000001 0.27044500000000005 1.0000000180025095e-35 0.078300000000000008 0.12178000000000001 -0.011244999999999998 0.10158500000000002 0.086990000000000012 0.095950000000000021 -0.081749999999999975 -0.082284999999999983 0.053180000000000012 0.25063000000000007 0.14262000000000002 -0.063424999999999981 0.091105000000000005 0.056435000000000006 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.12529499999999996 -0.077944999999999987 0.056795000000000005 -0.015624999999999998 0.10658000000000002 0.10136500000000002 -0.080554999999999974 0.09858500000000002 -0.085669999999999982 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 9 8 15 -2 -11 28 17 14 -12 16 21 18 -3 20 -20 -7 -13 25 26 -10 -25 -23 29 -5
right_child=1 12 -4 11 -6 7 -8 -9 23 10 13 22 -14 -15 -16 -17 -18 -19 19 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.013931844993872015 -0.001278977816816353 0.0093227857836823465 0.015816580777027411 0.010249022726789271 -0.0017679880687501281 0.0054808963495104213 0.013810765925286848 -4.0728957316352296e-05 0.0040625960170291367 -0.0007557223151837077 0.0044700448935535474 0.0020631861609771199 -0.0032409535255283118 0.0016653354928936237 0.0094066253946176875 0.0030496483513464531 0.004253205893716464 -0.0019270707869769206 0.0094316126957822311 -0.0036472584167495368 0.0027886551923681207 0.012889592373622178 0.0082020036281133437 0.0059020912632919281 0.0086646891560341263 0.013262112002650445 -0.0011017553826294295 0.0063866362740684834 0.0093012099497716515 0.015883987412477533
leaf_weight=37 21 34 32 605 20 23 22 23 20 21 56 23 24 26 132 21 30 28 26 20 144 115 218 26 29 22 41 21 1225 36
leaf_count=37 21 34 32 605 20 23 22 23 20 21 56 23 24 26 132 21 30 28 26 20 144 115 218 26 29 22 41 21 1225 36
internal_value=0 0.00461278 0.00921463 0.0091313 0.00735019 0.00779716 0.00646188 0.00718534 0.00766293 0.00583034 0.00646564 0.0094931 0.00275028 0.00717428 0.00793615 0.0092101 0.0098946 0.00332087 0.00397687 0.00302023 0.00380464 0.010959 0.00761614 0.00530853 0.0037454 0.00888139 0.00161616 0.0118855 0.00973551 0.0105655
internal_weight=0 554 2567 2535 428 408 278 371 348 256 235 2107 276 214 188 210 189 252 224 190 170 159 241 138 96 42 67 136 1866 641
internal_count=3121 554 2567 2535 428 408 278 371 348 256 235 2107 276 214 188 210 189 252 224 190 170 159 241 138 96 42 67 136 1866 641
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=31
num_cat=0
split_feature=1 52 123 2 2 4 12 14 1 0 2 1 50 2 159 0 49 12 49 15 4 1 475 15 4 47 15 1 15 0
split_gain=40.6277 4.86727 4.01453 3.29424 2.83037 2.02089 1.65645 1.45184 1.03768 0.956853 0.989401 0.946059 0.862304 0.748918 0.660262 0.622676 1.29361 0.645236 0.579232 0.513469 0.64984 0.464634 0.410252 0.40295 0.401306 0.396534 0.355676 0.32317 0.323091 0.309043
threshold=0.10752500000000002 -0.42635499999999998 1.0000000180025095e-35 0.14285500000000004 0.10045500000000002 0.27287000000000006 0.088725000000000012 0.076975000000000002 0.09253500000000002 -0.13027499999999997 0.14122000000000004 0.12958500000000003 0.041865000000000006 -1.0000000180025095e-35 0.084250000000000005 -0.11173999999999999 0.082865000000000008 0.090285000000000018 -0.043469999999999995 0.079055000000000014 0.061775000000000004 0.092845000000000025 -0.066784999999999983 -0.081924999999999984 -0.52556499999999995 0.078345000000000012 -0.040804999999999994 0.14699000000000004 1.0000000180025095e-35 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 6 14 13 -4 18 22 -7 23 21 25 16 19 24 -6 20 26 -1 -11 27 -17 -3 -15 -5 -19 -27
right_child=1 3 8 12 9 11 -8 -9 -10 10 -12 -13 -14 15 -16 17 -18 28 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0012252712678285987 0.0013073738273192595 0.00070204551795403621 0.0011796371461318712 0.00046156406681723786 0.00066210216837033994 0.00069888436143866479 0.001090225618697849 0.0015768072219455942 0.00076835672910625702 0.0013418899430123169 0.00087969558103484849 0.00042927582003025763 0.0006556062175119235 0.00099634715804347291 0.00050378598225419961 0.0016129393147932491 0.0015214903718408417 0.0012046636323594189 0.0010674512760843185 0.0013213246281630073 0.0012713350018983404 0.00085011265985999724 0.0011743232177588276 5.5087152187517704e-05 0.0013391764244647163 0.0011074110903703342 0.0006702217770119508 0.00020441321125458132 0.0012988125340965299 0.00077414221696409525
leaf_weight=30 45 56 34 42 23 116 75 75 77 68 40 88 30 36 37 21 32 221 33 24 23 22 323 24 1046 23 20 34 383 20
leaf_count=30 45 56 34 42 23 116 75 75 77 68 40 88 30 36 37 21 32 221 33 24 23 22 323 24 1046 23 20 34 383 20
internal_value=0 0.000687592 0.00125896 0.000636418 0.00127568 0.000721739 0.000856279 0.00130934 0.000894335 0.00114209 0.00117342 0.000582583 0.000364046 0.00129855 0.000727264 0.00130523 0.00117713 0.00131558 0.000900969 0.00107015 0.000993844 0.00106655 0.00120347 0.000276578 0.00134456 0.000810786 0.000879874 0.000346523 0.00126436 0.000952402
internal_weight=0 590 2531 545 2420 415 211 1933 111 487 431 204 130 1858 136 1806 135 1671 56 103 79 52 391 100 1067 99 56 76 604 43
internal_count=3121 590 2531 545 2420 415 211 1933 111 487 431 204 130 1858 136 1806 135 1671 56 103 79 52 391 100 1067 99 56 76 604 43
is_linear=0
shrinkage=0.00196078


Tree=4515
num_leaves=31
num_cat=0
split_feature=1 3 4 123 3 2 39 14 4 2 1 4 52 0 49 4 52 49 376 47 1 12 4 3 475 16 52 52 1 3
split_gain=51.7855 8.50941 4.11864 4.11265 3.09744 2.44413 1.63336 1.35755 1.34473 1.32336 1.10231 0.997384 0.834251 0.737324 1.28968 0.695054 0.650759 0.626228 0.572652 0.650994 0.545541 0.525582 0.520653 0.651405 0.508837 0.462959 0.409017 0.503688 0.40408 0.381253
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.31534000000000006 0.098630000000000009 0.087735000000000021 0.062655000000000016 -0.17966999999999997 0.14122000000000004 0.092845000000000025 0.41379000000000005 -0.52606999999999993 -0.10474999999999998 0.082865000000000008 0.0067750000000000006 0.048770000000000008 -0.054984999999999992 0.083785000000000012 1.0000000180025095e-35 0.083135000000000014 0.088245000000000004 -0.51843499999999987 -0.13927999999999999 -0.066784999999999983 -0.0094449999999999968 0.039215000000000007 -0.11592499999999999 0.13075500000000004 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 7 8 13 -3 24 -5 18 -2 14 20 21 -6 -14 19 -8 -1 22 -15 -24 -7 29 27 -26 -4 -10
right_child=1 4 28 10 16 9 11 -9 25 -11 -12 -13 17 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0015070306752528121 0.0016332033826332657 0.001424332950496631 0.00096813493303634886 0.0013993117675998568 0.00031812385033456 0.0016236716099813874 0.00078705041791050652 0.0018393675763048499 0.0010460517822868842 0.0010874562175692353 0.00096617048635242592 0.00056021909032493258 0.0010289364877869101 0.0019334099929428456 0.001770587742161684 0.0014201528940180415 0.00066087880572508219 0.0014024788908222144 0.00064645125628729698 0.0012597762208247606 0.0012321497482203302 0.0015564727990810602 0.0012712398777697601 0.0016297392222903583 0.001459469460681373 0.00075471574331031129 0.001502183071242727 0.0012628637022399944 0.00066780228566475747 0.00081940349556651774
leaf_weight=46 49 22 61 37 57 60 24 76 89 41 58 87 22 21 35 94 34 80 27 21 70 749 20 759 110 52 162 92 24 42
leaf_count=46 49 22 61 37 57 60 24 76 89 41 58 87 22 21 35 94 34 80 27 21 70 749 20 759 110 52 162 92 24 42
internal_value=0 0.000926455 0.00122858 0.00153478 0.000769747 0.00155105 0.000850637 0.00158269 0.000966313 0.00142384 0.00113487 0.000701495 0.00142293 0.00157181 0.00144069 0.00158387 0.000446186 0.00132191 0.000872204 0.00100766 0.00134115 0.0015938 0.00162875 0.00162054 0.00145637 0.00091125 0.00142879 0.00136993 0.000883335 0.000973386
internal_weight=0 691 236 2430 455 2335 364 1870 205 465 95 159 151 1794 151 1643 91 102 72 45 116 1549 800 779 424 183 364 202 85 131
internal_count=3121 691 236 2430 455 2335 364 1870 205 465 95 159 151 1794 151 1643 91 102 72 45 116 1549 800 779 424 183 364 202 85 131
is_linear=0
shrinkage=0.00196078


Tree=4516
num_leaves=31
num_cat=0
split_feature=1 4 1 376 2 4 2 4 14 52 1 15 2 0 150 147 15 14 4 12 43 4 51 51 13 1 16 3 16 2
split_gain=1.17798 0.210405 0.149457 0.138334 0.148689 0.119704 0.114743 0.148286 0.105044 0.103522 0.102072 0.100834 0.0877446 0.0932455 0.086471 0.0857749 0.0784761 0.0854978 0.109944 0.0762599 0.0756513 0.135013 0.084972 0.0889179 0.0880862 0.0750046 0.0748399 0.0729293 0.0700698 0.222715
threshold=0.10920500000000001 0.27044500000000005 0.094385000000000011 0.083785000000000012 1.0000000180025095e-35 -0.17966999999999997 0.11362000000000001 -0.064804999999999988 0.062655000000000016 1.0000000180025095e-35 0.15964000000000003 0.013270000000000002 0.10252500000000002 -0.069444999999999993 0.092390000000000014 0.089365000000000014 -0.56368999999999991 -0.41790499999999997 0.51303500000000013 0.093965000000000007 -0.52440999999999993 -0.52556499999999995 0.11548000000000001 0.095050000000000009 -0.0021749999999999994 0.10439500000000002 -0.087989999999999985 -0.022174999999999997 0.013515000000000001 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 19 -4 8 -8 15 11 16 12 13 -7 -6 20 -3 18 -18 27 -1 -22 23 28 -24 -14 -25 -2 -23 -30
right_child=1 10 5 -5 14 9 7 -9 -10 -11 -12 -13 25 -15 -16 -17 17 -19 -20 -21 21 22 24 26 -26 -27 -28 -29 29 -31
leaf_value=0.0049374715025935862 0.017632968293037267 0.0093728675618767743 0.011929861354495421 0.0011150415084557608 0.0074328881491803464 0.0095756061077450546 0.00037489579325275762 0.0093738923318215182 0.014455706187164838 0.011074885185807945 -0.0022101038986624315 0.010619324091849016 -0.0010365557790334736 0.00291207740859439 0.0017440043837077133 0.0055171248285720747 0.0095800703525171799 0.0021590423902916999 0.0013058309085094014 0.0085599631276896369 0.017743307841813254 0.011156129870829345 0.010071061474129396 0.011396337069314103 0.0026965354513376954 0.0053413026172805722 0.018712440891087884 0.0098371746561800449 0.0018420412944739357 0.01047461321159136
leaf_weight=21 24 25 86 32 90 70 21 143 83 70 29 51 28 30 38 30 42 154 26 70 29 1443 46 29 25 54 27 24 34 247
leaf_count=21 24 25 86 32 90 70 21 143 83 70 29 51 28 30 38 30 42 154 26 70 29 1443 46 29 25 54 27 24 34 247
internal_value=0 0.00535818 0.0104427 0.00729998 0.00810452 0.00863716 0.0107651 0.00822158 0.0109723 0.0077026 0.0034023 0.00668947 0.00558825 0.00757655 0.005744 0.0108225 0.00406125 0.00346309 0.00641639 0.0106651 0.0109063 0.0109729 0.0108669 0.0110022 0.0074744 0.0031635 0.0149237 0.0137351 0.0108748 0.0094301
internal_weight=0 554 2567 278 246 389 2178 164 2014 303 276 233 182 100 128 1931 247 222 68 118 1901 1880 1851 1780 71 82 56 48 1724 281
internal_count=3121 554 2567 278 246 389 2178 164 2014 303 276 233 182 100 128 1931 247 222 68 118 1901 1880 1851 1780 71 82 56 48 1724 281
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=31
num_cat=0
split_feature=1 3 4 44 12 4 474 1 43 132 3 52 3 12 1 2 1443 15 16 0 4 0 0 157 2 2 16 14 157 97
split_gain=0.954163 0.175937 0.139837 0.130178 0.166018 0.155266 0.229434 0.152565 0.151216 0.118331 0.124109 0.099233 0.137271 0.0945555 0.0978097 0.248053 0.0971243 0.0910721 0.093159 0.119254 0.0905227 0.0997059 0.0893942 0.0883612 0.0830295 0.134129 0.080378 0.0778865 0.0998117 0.0874445
threshold=0.10920500000000001 0.31370500000000007 -0.010655 1.0000000180025095e-35 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.079914999999999986 0.10613500000000002 0.42240500000000009 -0.046924999999999988 -0.082334999999999978 0.090285000000000018 0.089875000000000024 0.090425000000000019 1.0000000180025095e-35 -0.11713499999999999 -0.013024999999999998 -0.07929499999999999 0.033845000000000007 -0.097024999999999986 -0.23001499999999997 -0.067349999999999979 0.095545000000000005 0.10188000000000001 -0.046599999999999996 -0.47071999999999997 -0.0085999999999999983 -0.049229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 -1 7 17 26 10 -3 12 -2 14 24 -16 20 -7 -19 -20 21 -15 -10 -14 -6 -26 -9 -4 -29 -30
right_child=1 9 27 -5 13 6 -8 8 22 -11 -12 -13 23 16 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.011213916261525205 0.01406529069878161 0.0015758149342780766 0.010284968603240408 0.015736666649172549 0.010340676367596315 0.014929286852155044 -0.0038488911464810375 0.013270464595407247 0.0054961228344057294 0.0068942689695037336 -0.0074610581000645951 0.013555000415973127 -0.00092814482399262489 0.014630645158625133 0.010632378454785795 -0.0021097638538445942 0.0020651107374578715 0.0063098669255850842 0.014632376154669403 0.0056731856898598687 0.0070361049836057364 0.009312367434384107 -0.0019504406806893377 0.0072125472873449323 0.019943557072353239 0.0099859233915565483 0.0056768841059554528 -0.0025797029165551067 -0.0013494681641036139 0.00520154605256866
leaf_weight=90 20 55 23 32 1004 23 20 20 28 26 21 31 20 37 50 22 20 100 39 24 173 746 38 40 24 31 46 20 22 276
leaf_count=90 20 55 23 32 1004 23 20 20 28 26 21 31 20 37 50 22 20 100 39 24 173 746 38 40 24 31 46 20 22 276
internal_value=0 0.00482236 0.00566891 0.00939841 0.0093184 0.00752284 0.00654001 0.0071934 0.00459334 0.00107097 -0.000921216 0.0087518 0.00689056 0.00968313 0.0103054 0.00673895 0.008962 0.0090386 0.0082074 0.0112194 0.00910628 0.00956368 0.00120871 0.00449898 0.0105479 0.0143311 0.00797797 0.00466539 0.00425894 0.00471791
internal_weight=0 554 452 2567 2535 428 338 318 132 102 76 111 80 2107 1131 72 976 186 163 63 956 783 66 60 1059 55 66 341 318 298
internal_count=3121 554 452 2567 2535 428 338 318 132 102 76 111 80 2107 1131 72 976 186 163 63 956 783 66 60 1059 55 66 341 318 298
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=31
num_cat=0
split_feature=1 155 0 402 12 2 15 9 44 3 0 11 4 0 484 43 49 52 457 0 1 3 52 482 49 3 12 49 4 484
split_gain=0.772872 0.156772 0.137177 0.14304 0.197395 0.124357 0.130779 0.110414 0.117545 0.12247 0.13279 0.119246 0.125957 0.157979 0.121544 0.308817 0.105119 0.117344 0.104695 0.098018 0.322105 0.220948 0.0938679 0.0933053 0.0912918 0.0880331 0.0833211 0.0865891 0.0801099 0.0785265
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 0.10052500000000002 -0.42850999999999995 0.121465 -0.41942499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 -0.065229999999999996 0.097680000000000017 -0.082249999999999976 -0.026509999999999995 0.085595000000000018 -0.011244999999999998 -1.0000000180025095e-35 0.11277500000000001 0.045365000000000009 -0.13027499999999997 0.083135000000000014 -0.034684999999999994 0.039215000000000007 0.090355000000000005 -0.072814999999999977 -0.096099999999999977 0.084735000000000019 0.12595000000000003 -0.081984999999999988 0.089115000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -6 -1 9 11 -11 12 14 19 16 -16 -9 -18 25 20 22 -22 -14 -7 -23 -8 29 28 -28 -21
right_child=1 -3 -4 -5 5 23 18 8 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 26 21 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024274337446937959 0.013835570749572732 0.010817941506809023 -0.0040137543032566702 -0.004048265856690705 0.0017586057426899884 0.0016226652897603343 0.014203409962356091 0.017015509832311759 0.014649880989905327 0.00048896669886277946 0.0098251860048621902 0.0016963963975431399 0.017847534659362976 0.0021480145808752803 -0.0040146914532496816 0.012590414289540301 0.01031069978645105 0.0038838971701140208 0.00063994456590576608 0.0097006845155128488 -0.0062467481382191183 0.0089101559391654133 0.0092951183165000239 0.007905047257318748 0.0029019636461849918 0.0070944352829139003 0.0023123263719926831 0.0041909776711836462 0.008541931987569076 0.016061582487253919
leaf_weight=30 22 35 21 20 62 190 20 22 31 39 25 25 21 42 21 24 536 30 22 256 20 41 33 27 66 135 21 50 1213 21
leaf_count=30 22 35 21 20 62 190 20 22 31 39 25 25 21 42 21 24 536 30 22 256 20 41 33 27 66 135 21 50 1213 21
internal_value=0 0.00434012 0.00390328 0.00423713 0.0045838 0.00413744 0.005711 0.00845857 0.00852988 0.00845418 0.00413593 0.00856735 0.00863842 0.00820841 0.00985032 0.00484136 0.0102337 0.00997006 0.00709546 0.00835453 0.00615165 0.00340087 0.0126211 0.00240434 0.00520417 0.00801172 0.00860995 0.00827062 0.00843592 0.0101829
internal_weight=0 554 519 498 478 456 239 2567 2537 2506 64 2442 2417 1784 633 45 588 566 177 1742 181 127 54 217 107 155 1561 1284 1234 277
internal_count=3121 554 519 498 478 456 239 2567 2537 2506 64 2442 2417 1784 633 45 588 566 177 1742 181 127 54 217 107 155 1561 1284 1234 277
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 4 3 12 3 3 150 12 11 3 43 43 52 15 49 2 16 159 156 3 150 48 150 150 4
split_gain=0.637998 0.16672 0.158882 0.159748 0.156182 0.159309 0.115703 0.113404 0.118639 0.105781 0.0940582 0.0944748 0.0926849 0.0848105 0.148923 0.245446 0.141846 0.10662 0.141062 0.0806863 0.079485 0.100202 0.0753282 0.0726673 0.0719857 0.068498 0.0655256 0.073261 0.10951 0.0646058
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.078320000000000015 -0.078139999999999973 1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 0.12178000000000001 0.12745000000000004 0.094365000000000018 0.099815000000000015 1.0000000180025095e-35 -0.11255999999999998 -0.13868499999999997 0.035560000000000008 -0.0080349999999999987 0.040760000000000005 -0.026779999999999995 0.13501500000000002 -0.074929999999999983 0.093660000000000007 0.12488500000000001 -0.0069549999999999994 -0.090724999999999986 -0.024949999999999996 0.088380000000000014 0.083095000000000016 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 10 -9 26 11 20 13 14 15 -3 17 23 -19 -11 21 -2 -10 -15 -8 -16 -7 28 -28 -27
right_child=7 12 -4 4 -6 9 24 8 22 19 -12 -13 -14 16 25 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0018474976190507577 0.00067054928591600267 0.0093860973412769715 -0.0016855722185797417 0.0053740497006635581 0.013934155753148453 0.0045686320683290798 0.0034914991056377237 0.0047313130666118341 -0.0052041565504623577 0.0084015906001219439 0.0086090142909118813 0.0089798664618283511 0.0064158865184534182 0.013487159484928405 0.01353593036208464 -0.0039767242071253282 0.017453212170706441 0.001108651882968843 0.01151786839346523 0.00060191868061439081 -0.00032466612495620975 0.0065019441956845935 0.0020809052829546008 0.0069661296568810944 -0.0044277678117699308 0.0097905560328702748 0.008972555416403339 0.014598946161568167 0.0014036045764528569 0.007807146089683129
leaf_weight=23 52 28 26 105 28 43 22 34 40 21 38 25 370 54 23 27 24 30 23 36 67 68 22 25 24 186 213 20 21 1403
leaf_count=23 52 28 26 105 28 43 22 34 40 21 38 25 370 54 23 27 24 30 23 36 67 68 22 25 24 186 213 20 21 1403
internal_value=0 0.00745962 0.00595502 0.00631232 0.00666443 0.00626136 0.00354187 0.00290568 -1.58511e-05 0.00742136 0.00402755 0.00320634 0.00785892 0.00815181 0.00794315 0.00282617 0.0103815 0.00909568 0.00562586 0.00347548 0.00243448 0.00397501 -0.00261913 0.0114235 -0.000640292 0.00811774 0.00817865 0.0087898 0.00829329 0.00803931
internal_weight=0 2775 582 556 533 505 151 346 96 354 250 212 2193 1823 1667 55 156 132 53 57 187 120 62 79 46 1612 297 254 234 1589
internal_count=3121 2775 582 556 533 505 151 346 96 354 250 212 2193 1823 1667 55 156 132 53 57 187 120 62 79 46 1612 297 254 234 1589
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=31
num_cat=0
split_feature=1 2 11 11 10 52 123 15 40 13 1 401 15 4 43 48 34 97 13 12 130 4 3 1 48 158 1444 4 4 16
split_gain=0.517049 0.149357 0.103297 0.13103 0.124934 0.0889871 0.0867024 0.0984874 0.103956 0.106681 0.086284 0.0850314 0.114786 0.0958207 0.0812524 0.0801254 0.0676756 0.104982 0.104014 0.143574 0.100336 0.0846638 0.0837563 0.0718254 0.0673598 0.0645911 0.0794208 0.0935708 0.110354 0.0918946
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 -1.0000000180025095e-35 -0.020999999999999994 0.084995000000000015 -0.47006499999999996 1.0000000180025095e-35 -0.16152999999999998 0.16773500000000005 1.0000000180025095e-35 0.10549000000000001 0.36766000000000004 -0.079584999999999975 0.087310000000000013 -0.038779999999999995 -0.079444999999999988 -0.072819999999999982 -0.081419999999999979 -0.0060099999999999989 -0.013125 0.013900000000000001 0.14173500000000003 0.083685000000000009 0.080150000000000013 -0.081494999999999998 -0.35136499999999998 -0.14098499999999997 0.18438500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 14 -5 7 -3 9 -9 16 13 -13 -11 24 -8 17 -2 19 23 -20 -22 -23 -18 -1 26 -6 29 -29 -28
right_child=10 6 3 5 25 -7 15 8 -10 11 -12 12 -14 -15 -16 -17 18 -19 20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0042163688223809002 0.0041310479243596397 0.01251747091966016 0.016203342842137709 0.012102758921682836 0.0014526822156487752 0.0027824416623583865 -0.00099933998548964922 0.0012823287720190517 -0.0013612927548820155 0.0070897622176144277 -0.0033690391786639455 -0.0031108391360083424 0.007225279031055314 0.0028267937929679953 0.0071546078883111472 0.0062900919015519323 0.0074519812329007055 -0.0059923307341523471 0.00050256480049762516 -0.0014616542169177491 0.012338927339347404 0.0075292785328828953 0.00050508969385797782 0.00017090939451009035 0.0039909308217465876 0.0087827156609396502 0.016146505322484746 0.00086081026742855721 0.0069816121201296795 0.0082152994985638852
leaf_weight=20 21 21 28 20 26 21 38 48 21 435 23 22 21 60 25 25 42 20 31 72 23 58 24 20 20 213 21 30 1624 48
leaf_count=20 21 21 28 20 26 21 38 48 21 435 23 22 21 60 25 25 42 20 31 72 23 58 24 20 20 213 21 30 1624 48
internal_value=0 0.00670486 0.00712519 0.0109301 0.00699567 0.00732894 0.00542989 0.00578468 0.00555175 0.00579949 0.00254124 0.0062025 0.00193703 0.00657304 0.00268241 0.00189329 0.00297834 -0.000807186 0.00355318 0.00157584 0.00550143 0.00697729 0.00547342 0.00510325 -0.000112719 0.00713856 0.00693833 0.00702111 0.00687059 0.0106291
internal_weight=0 2787 2096 69 2027 41 691 628 607 586 334 538 43 495 65 63 311 41 270 134 136 105 82 62 40 1962 1749 1723 1654 69
internal_count=3121 2787 2096 69 2027 41 691 628 607 586 334 538 43 495 65 63 311 41 270 134 136 105 82 62 40 1962 1749 1723 1654 69
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=31
num_cat=0
split_feature=1 2 11 2 11 12 13 132 151 151 4 16 4 4 42 47 402 0 4 482 10 10 52 0 2 2 43 0 13 401
split_gain=0.418903 0.111235 0.112376 0.110082 0.0902212 0.0865586 0.172207 0.102174 0.0877414 0.175143 0.0954234 0.0858743 0.123822 0.104308 0.0819286 0.0742245 0.106448 0.0912688 0.0787647 0.0785771 0.0836161 0.20254 0.108697 0.109404 0.0783614 0.0888226 0.0727726 0.072563 0.0776492 0.0698964
threshold=0.11910500000000002 0.097070000000000004 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 -0.086254999999999984 -0.0072999999999999992 0.10240500000000001 -0.098364999999999994 -0.086439999999999989 -0.0086549999999999978 -0.080509999999999984 -0.036839999999999991 -0.42529999999999996 0.09112000000000002 0.085505000000000012 0.09388500000000001 -0.040504999999999992 0.022185000000000003 0.090355000000000005 -0.0079749999999999977 -0.38851999999999992 -0.065544999999999978 -0.036484999999999997 0.13622000000000004 -0.0050599999999999994 -0.081289999999999987 -0.07384499999999998 -0.0093149999999999986 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 27 -4 6 14 8 -7 -10 11 -11 13 -13 -3 16 19 18 -17 20 21 -2 -22 24 25 -24 -14 -1 -29 -5
right_child=15 5 4 29 -6 7 -8 -9 9 10 -12 12 26 -15 -16 17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0068156555070188543 0.0040820805801321629 0.0083486662561734846 0.015129912010608957 0.0062674255096794975 0.0073531543656385374 0.010806525280895585 -0.0055919062436177308 0.0004939127454417758 -0.0037695107358740642 0.011951740319660356 0.004460078744096276 0.0076700987379620632 0.015740336513845248 0.0034982972258266309 0.0011353969304764178 0.011586744964588433 -0.0054009852005124448 -0.0012571090100599188 0.0043552449582093091 0.0080267339479178201 -0.0025842228954636747 -0.0095013151239115926 -0.00030994043831015009 0.0089132036278897434 -0.00093422577801075847 0.008293477756281694 0.0075728289006898805 0.0041915710750517659 -0.0033344264428776041 0.0083473028618937968
leaf_weight=29 23 31 26 1660 35 32 22 40 20 31 299 116 20 124 32 20 21 21 61 20 33 21 20 32 44 30 24 29 26 179
leaf_count=29 23 31 26 1660 35 32 22 40 20 31 299 116 20 124 32 20 21 21 61 20 33 21 20 32 44 30 24 29 26 179
internal_value=0 0.00604244 0.00644221 0.00630817 0.0106678 0.00503974 0.00202493 0.00540272 0.00569754 0.00543967 0.00573965 0.00695422 0.00640871 0.00551467 0.00468478 0.00235238 0.0014054 0.0046177 0.0061408 0.00204636 0.00145716 -0.0024009 0.0025248 0.00386287 0.00214361 0.00485211 0.0112853 0.00276803 0.000633827 0.00646987
internal_weight=0 2775 1984 1923 61 791 85 706 666 634 614 315 284 240 63 346 244 102 81 223 203 44 159 126 94 50 44 84 55 1839
internal_count=3121 2775 1984 1923 61 791 85 706 666 634 614 315 284 240 63 346 244 102 81 223 203 44 159 126 94 50 44 84 55 1839
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=31
num_cat=0
split_feature=1 46 12 15 151 475 16 1 1 15 52 52 16 1 133 15 0 13 48 39 14 2 16 42 1208 15 52 1428 16 1419
split_gain=0.341434 0.117435 0.0957293 0.110634 0.135729 0.125359 0.137896 0.123107 0.102935 0.115114 0.0878849 0.133514 0.0957456 0.0808816 0.0811888 0.0839965 0.0778924 0.126361 0.0903694 0.100186 0.122069 0.0770535 0.105921 0.072423 0.0953818 0.0861282 0.123181 0.06945 0.0974975 0.111712
threshold=0.11453000000000001 0.084955000000000017 0.078300000000000008 0.035560000000000008 0.015440000000000001 -0.074744999999999992 0.066275000000000014 0.095950000000000021 0.079415000000000013 -0.03241999999999999 -0.23375999999999997 -0.16675999999999999 0.058835000000000005 0.10658000000000002 0.085195000000000007 -0.091184999999999988 -0.060129999999999996 -0.085384999999999975 -0.031249999999999997 0.10308000000000002 -0.072219999999999993 0.090050000000000005 -1.0000000180025095e-35 0.11457500000000002 0.099975000000000008 0.093115000000000017 0.024145000000000003 0.08653000000000001 0.042200000000000008 0.082370000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -7 -2 -12 16 14 15 -9 18 -18 -13 20 -20 22 -10 27 25 26 -25 28 -4 -30
right_child=10 -3 23 -5 -6 7 -8 13 21 -11 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0047462676015614614 0.0062465005764453163 0.012312728140503168 0.0061427063678543862 0.0082089758241696079 -0.0016050139502939685 0.0067945807503776686 0.0059734952985309071 -0.0067276645717876298 0.0031072943057450985 -0.00044585011303698756 -0.0060172900051111353 -0.0025384512143554511 0.0064859353119925585 0.0049694161250954496 0.0046586062666028735 0.0016387600019308075 -0.0057270371369668284 0.0018093828214348412 0.010376086721977724 -0.0019504271516645397 0.0032617307543977947 0.012359867296426704 0.011392962048207497 -0.0056182297217534285 0.0081160774366376368 0.0046875277397168038 0.0039405498761750221 0.0096442007265674576 0.0036774032836814131 0.0087527112695388511
leaf_weight=30 54 25 1558 61 44 62 20 21 36 34 20 27 49 88 30 28 32 73 30 27 123 38 27 26 37 68 28 48 327 50
leaf_count=30 54 25 1558 61 44 62 20 21 36 34 20 27 49 88 30 28 32 73 30 27 123 38 27 26 37 68 28 48 327 50
internal_value=0 0.00549094 0.00542685 0.00420835 0.00367551 0.00423673 -0.000458362 0.00488166 0.00657489 0.00423026 0.00247097 0.00193585 0.00237647 0.00288426 0.000561551 -0.00194685 0.00173108 -0.000487431 0.0028564 0.00366563 0.0046567 0.00880344 0.00665829 0.00572209 0.0036686 0.00231978 -0.000661825 0.00588674 0.00579353 0.00435052
internal_weight=0 2686 2661 519 458 414 50 364 197 96 435 381 361 167 79 49 312 105 207 180 153 101 63 2142 159 122 54 1983 1935 377
internal_count=3121 2686 2661 519 458 414 50 364 197 96 435 381 361 167 79 49 312 105 207 180 153 101 63 2142 159 122 54 1983 1935 377
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 0 0 15 3 12 3 1 132 13 1427 14 0 48 12 12 151 49 4 0 39
split_gain=39.2243 6.0661 3.77393 3.0143 2.87911 2.09442 1.2504 1.12937 1.12729 0.821323 0.809891 0.734956 1.16977 0.667445 0.832199 0.632895 0.435316 0.431005 0.391246 0.3705 0.354026 0.346827 0.332769 0.322532 0.321425 0.369189 0.306543 0.473026 0.288985 0.287078
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.13501500000000002 0.077845000000000011 0.062655000000000016 -0.22491999999999998 -0.10474999999999998 -0.098289999999999975 0.31370500000000007 -0.42850999999999995 0.076840000000000006 0.091195000000000012 0.091050000000000006 -0.0044799999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14454499999999995 0.084170000000000009 0.096475000000000019 0.095780000000000018 -0.086769999999999986 0.0034800000000000005 0.27287000000000006 -0.066089999999999996 0.08456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 9 23 10 -5 11 -7 12 -1 15 -15 -4 -13 18 -3 24 -20 22 -14 -6 25 -12 27 -22 -18 -10
right_child=1 2 13 8 6 7 -8 -9 29 -11 19 16 21 14 -16 -17 28 -19 20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013405663900270997 0.0012017653721598952 0.00055098310920407439 0.00035829454375145673 0.0011872896731567651 0.0012503188808068906 0.00084168182380095708 0.00065814469341149342 0.00083744927139015372 0.00053595266970614917 0.0014726988240784289 0.00098151462900721519 0.0012699202668151719 0.0012195343494999641 0.00043760326370570322 1.4525227615766156e-05 0.00070003745189544883 0.0011960339496250322 0.00031453658187506248 0.00093640339579067978 0.0014108758771695768 0.00090029096486521701 0.00074902610181863129 0.00086613265531403679 0.00099476904155098829 0.0011044947919703217 0.0012037326846355894 0.00047675018669666948 0.00057579577493571709 0.00094798931998072886 0.00080734261458846092
leaf_weight=43 71 166 74 28 29 32 39 48 22 62 31 1136 20 33 39 29 186 20 20 22 31 26 21 55 309 395 28 39 20 47
leaf_count=43 71 166 74 28 29 32 39 48 22 62 31 1136 20 33 39 29 186 20 20 22 31 26 21 55 309 395 28 39 20 47
internal_value=0 0.000659707 0.000595777 0.0011942 0.000695165 0.00120817 0.000948286 0.00112946 0.000855466 0.00125169 0.00114723 0.00124225 0.00108817 0.00035327 0.000208436 0.000454513 0.00125488 0.00059275 0.000612343 0.00116014 0.000698662 0.000926181 0.00103852 0.00108299 0.00115264 0.00118756 0.000650143 0.000719501 0.00117195 0.000720812
internal_weight=0 673 602 2448 427 2351 123 837 97 1514 789 1452 110 175 72 103 1342 304 284 757 118 67 41 84 735 426 98 70 206 69
internal_count=3121 673 602 2448 427 2351 123 837 97 1514 789 1452 110 175 72 103 1342 304 284 757 118 67 41 84 735 426 98 70 206 69
is_linear=0
shrinkage=0.00196078


Tree=4524
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 47 4 2 2 41 52 2 3 15 4 3 4 43 13 41 13 15 16 0 42 10
split_gain=27.147 3.23192 2.97521 2.26795 1.82206 1.45887 1.13109 0.893999 0.680953 0.656355 0.610067 0.593052 0.507896 0.497196 0.406057 0.434344 0.490406 0.393698 0.35848 0.466855 0.319096 0.318443 0.400259 0.302266 0.300823 0.269645 0.341856 0.266842 0.400042 0.226185
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.092390000000000014 0.088105000000000003 0.090285000000000018 -0.15464999999999998 0.40473500000000007 0.077555000000000013 0.033845000000000007 0.11389000000000002 0.17760500000000004 0.075585000000000013 1.0000000180025095e-35 0.10402500000000002 -0.0063699999999999989 0.13592500000000005 -0.059649999999999988 0.090900000000000009 -0.03898999999999999 -0.025214999999999998 -0.020934999999999999 0.079300000000000009 -0.004174999999999999 -0.040439999999999997 -0.5048999999999999 -0.11242999999999999 1.0000000180025095e-35 -0.3960249999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 4 5 9 21 13 -6 -7 11 17 18 24 27 15 16 -9 -8 -1 -20 -2 -3 -23 -15 -5 26 -24 28 -4 -14
right_child=1 3 6 12 7 8 10 14 -10 -11 -12 -13 29 23 -16 -17 -18 -19 19 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010307989002726777 0.001112691717210159 0.0003874944117805902 0.001064329506055769 0.0002638165239884048 0.00095382402601445755 0.00084708398181934652 0.00097623597217815557 0.00050629700882790592 0.00051211845111140994 0.0011779664110402768 0.00083965254658567232 0.00056656692651849171 0.0002307321919087211 0.0013964817526182429 0.00084660128711739463 0.000422901580499049 0.00081549570525701323 0.00071591692837709453 0.00092218202940755323 0.00061653244261648137 0.0008052657515394922 0.00040867601901320628 0.00050009605166068376 0.001111589723909862 0.00046680423576742877 0.00044587828750414709 0.0008201193345563438 0.0010332874266196547 0.00069040292724568573 -5.7379224420850515e-05
leaf_weight=71 27 120 22 89 35 70 774 41 35 35 171 20 20 21 23 51 38 23 83 25 25 63 21 45 41 24 33 1031 22 22
leaf_count=71 27 120 22 89 35 70 774 41 35 35 171 20 20 21 23 51 38 23 83 25 25 63 21 45 41 24 33 1031 22 22
internal_value=0 0.000498099 0.000965151 0.000452981 0.000814862 0.000540254 0.000995223 0.000671121 0.000735429 0.000930347 0.000945923 0.000886796 0.000267273 0.00103705 0.00060645 0.000563961 0.000655025 0.000968724 0.000922576 0.00085143 0.000964891 0.000461735 0.000524919 0.00120224 0.000327836 0.000618808 0.000695666 0.00102691 0.000877366 7.98167e-05
internal_weight=0 590 2531 538 422 366 2109 188 105 234 968 199 172 1141 153 130 79 797 179 108 52 261 141 66 130 78 54 1075 44 42
internal_count=3121 590 2531 538 422 366 2109 188 105 234 968 199 172 1141 153 130 79 797 179 108 52 261 141 66 130 78 54 1075 44 42
is_linear=0
shrinkage=0.00196078


Tree=4525
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 42 2 2 2 4 0 15 4 150 12 131 2 158 4 3 14 51 31 39 16 1 157
split_gain=27.1405 4.32827 2.80337 2.40026 1.96799 1.28612 1.12252 0.92195 0.807351 0.619539 0.57473 0.565403 0.489438 0.628367 0.691346 0.432015 0.391381 0.390845 0.3776 0.737162 0.358961 0.348922 0.460105 0.34011 0.36585 0.31462 0.314528 0.307696 0.298019 0.295038
threshold=0.10538500000000002 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 -0.0060199999999999993 -1.0000000180025095e-35 0.14530500000000005 0.10527500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.033174999999999989 1.0000000180025095e-35 0.087695000000000009 0.086835000000000009 0.31358000000000003 0.080695000000000003 -0.52556499999999995 -0.13927999999999999 -0.46166999999999997 -0.065634999999999985 -0.086064999999999989 0.08456000000000001 -0.49446999999999991 0.11323000000000001 -0.081889999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 7 -6 12 -5 25 16 -11 13 14 -1 -13 -7 21 19 -4 -14 -15 -23 -17 -25 -3 -10 -27 -26 -19
right_child=1 2 18 8 6 10 -8 -9 26 11 -12 15 20 17 -16 23 -18 29 -20 -21 -22 22 -24 24 28 27 -28 -29 -30 -31
leaf_value=0.0011657257773179024 0.0010285184227644358 0.0005991400560985008 0.00030314207250953419 0.0010526849743835429 0.00092787986512230371 0.00097500375707482894 0.00054762492191367238 0.0012625360087976764 0.00041520972754441056 0.00084402511078937386 0.00069293222715594775 0.00076378354871714559 0.00088928318618997635 0.0013463344031911825 0.00075864311537829061 0.00068918115660256021 0.00073868371369953173 0.00090070108733844567 0.00048704994781539326 -8.7565490694448744e-05 0.0011079583466975683 0.00080395592785293421 0.001098499434594993 0.00022046255446921765 0.00059246779079158885 0.00051996338773857467 0.00070100317734457344 0.00024629001840652313 0.00040682914389097307 0.0010455477026210288
leaf_weight=23 72 20 82 22 85 380 46 79 20 25 34 27 120 21 53 30 29 58 24 24 38 21 702 21 66 22 57 56 67 797
leaf_count=23 72 20 82 22 85 380 46 79 20 25 34 27 120 21 53 30 29 58 24 24 38 21 702 21 66 22 57 56 67 797
internal_value=0 0.000574455 0.00051951 0.00102051 0.000590673 0.00103308 0.000794355 0.00105514 0.000721419 0.000510786 0.000937885 0.000565205 0.0010462 0.00105604 0.000881839 0.000532169 0.000958248 0.00106432 0.000264964 0.00021468 0.000941876 0.00109718 0.00108994 0.000498182 0.000460975 0.000379737 0.000626771 0.00032348 0.000498951 0.00103572
internal_weight=0 667 595 2454 465 2355 131 1912 99 334 443 236 1833 1675 76 211 409 1599 130 106 158 744 723 184 154 98 77 78 133 855
internal_count=3121 667 595 2454 465 2355 131 1912 99 334 443 236 1833 1675 76 211 409 1599 130 106 158 744 723 184 154 98 77 78 133 855
is_linear=0
shrinkage=0.00196078


Tree=4526
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 14 4 1 2 16 0 15 3 3 50 1 159 16 51 160 11 47 2 48 4 12 47 3
split_gain=32.4491 4.94306 3.27049 2.70138 1.58317 1.24693 1.40496 1.08364 1.06613 0.778992 0.726762 0.682645 0.512881 0.624534 0.396444 0.413917 0.370566 0.333563 0.323381 0.469954 0.322478 0.492562 0.291706 0.287665 0.273091 0.268754 0.267515 0.256794 0.255974 0.233871
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.13501500000000002 -0.52595999999999987 -0.10096999999999999 -0.10653 -0.13927999999999999 -0.10831999999999999 0.086295000000000011 0.091195000000000012 0.082585000000000006 0.0057500000000000008 0.081440000000000026 -0.046074999999999991 0.075910000000000019 0.10350500000000001 0.17760500000000004 0.090720000000000009 0.0082450000000000006 0.092550000000000007 0.086785000000000015 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 6 -3 12 23 -5 11 -6 13 -1 22 -16 24 25 19 28 21 -15 -13 -4 -7 -14 -20 -17 29 -2
right_child=1 5 8 9 10 16 -8 -9 -10 -11 -12 14 17 20 15 27 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012356511184982225 0.00050977941642251878 0.00074532572987740843 0.0011736565571622689 0.001086511519797543 0.00074300508237962323 0.00032284082030259453 0.00039345468658692713 0.0014091638089561995 0.00068960140548262965 0.00070031727842926911 0.00082236906776837759 0.0010115924842801749 0.0011909997688272908 0.00079943591900303234 0.00078997004119788893 0.0011441793100896225 0.00051227180841719193 0.0010974839147107273 0.00038973191572773842 0.00094491136399274794 0.00080554034679616783 0.0011420813672509676 0.0012856079875214546 0.00098004486527822408 0.00010487544717891782 0.0010880312603621671 0.00063376004047703061 0.0010440695581132697 0.00080391926347121256 0.00069736251805691007
leaf_weight=50 56 78 70 28 23 51 99 70 32 71 48 20 1209 23 20 150 22 204 31 23 32 54 59 51 39 106 39 287 29 47
leaf_count=50 56 78 70 28 23 51 99 70 32 71 48 20 1209 23 20 150 22 204 31 23 32 54 59 51 39 106 39 287 29 47
internal_value=0 0.00063911 0.000786704 0.00112684 0.00114018 0.000446064 0.000548517 0.00117014 0.00100788 0.000809544 0.0010539 0.00107379 0.00116016 0.00105421 0.00108798 0.00106581 0.000284152 0.00117126 0.000636305 0.00068626 0.000970979 0.00103973 0.00121624 0.00109205 0.000228389 0.0011827 0.00052569 0.00107843 0.000641192 0.000595376
internal_weight=0 667 378 2454 2355 289 177 1748 153 99 607 559 1678 159 536 457 112 1519 225 155 109 77 79 121 90 1315 70 437 132 103
internal_count=3121 667 378 2454 2355 289 177 1748 153 99 607 559 1678 159 536 457 112 1519 225 155 109 77 79 121 90 1315 70 437 132 103
is_linear=0
shrinkage=0.00196078


Tree=4527
num_leaves=31
num_cat=0
split_feature=1 4 159 49 15 1 12 3 151 12 15 4 16 52 157 2 15 42 3 4 0 133 133 0 15 15 2 15 475 52
split_gain=0.741311 0.137504 0.108173 0.115367 0.104987 0.124183 0.148598 0.179263 0.14234 0.133302 0.114937 0.191564 0.270494 0.0999077 0.154142 0.0976606 0.0919573 0.102821 0.110857 0.0996469 0.0970971 0.136982 0.133441 0.335836 0.117208 0.0915069 0.0831135 0.0827589 0.128415 0.121375
threshold=0.10920500000000001 0.26450500000000005 0.082585000000000006 0.14321000000000003 0.083195000000000005 0.08864000000000001 0.087215000000000015 -0.080884999999999985 0.079100000000000018 0.091625000000000012 -0.0063699999999999989 -0.087394999999999987 -0.0057949999999999989 0.42957000000000006 -0.08107499999999998 0.25063000000000007 0.087685000000000013 -0.087819999999999981 -0.095524999999999985 -0.087894999999999987 -0.08841499999999998 -0.14794999999999997 -0.0084449999999999994 -0.086234999999999992 0.084735000000000019 0.087960000000000024 0.097220000000000015 -0.076244999999999993 -0.06562999999999998 -0.11183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 9 7 -7 -9 10 -1 26 -13 14 -11 -3 17 18 -6 -19 -21 -22 24 -24 -23 -18 -12 29 -29 -16
right_child=1 15 -4 -5 16 6 -8 8 -10 13 11 12 -14 -15 27 -17 25 19 -20 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0097840031172885256 0.0079381921449572096 0.0033216245645576238 0.0026038638034325944 0.00026455020891841166 0.0011978545133024456 -0.0014152525965936292 0.0085532487986948458 0.0068587559989282459 -0.0013095963358258208 -0.0011971442247158848 0.011303366809981327 -0.0039728431661387731 0.0087477532228721049 0.012738464616239072 0.013487534938184054 -0.0033497152151539923 0.0022581026727414651 0.017897322602853503 0.0094370628309222299 0.0048331487875775958 0.018944302330846374 0.012929033535795335 0.025032910853624347 0.0089492364006268001 0.0060144094628578225 0.0086676064040215033 0.0045198535158609355 0.012506594267185957 0.0040553794203326103 0.0066506703808000764
leaf_weight=578 179 256 73 22 20 39 184 192 24 26 73 32 35 25 38 24 23 23 89 23 23 39 20 37 66 706 24 21 125 82
leaf_count=578 179 256 73 22 20 39 184 192 24 26 73 32 35 25 38 24 23 23 89 23 23 39 20 37 66 706 24 21 125 82
internal_value=0 0.00430827 0.00590087 0.00709829 0.00834174 0.0078015 0.00638737 0.00482453 0.00595116 0.00838772 0.00912105 0.00678453 0.00267224 0.00667122 0.00615177 0.0027498 0.00909879 0.0104569 0.00792528 0.0116514 0.0109608 0.0117226 0.0106973 0.0145926 0.0085827 0.00846539 0.00962497 0.00687008 0.00527097 0.00881568
internal_weight=0 554 274 201 2567 1498 439 255 216 1059 742 164 67 317 292 280 1069 340 109 231 208 185 162 57 105 729 97 266 146 120
internal_count=3121 554 274 201 2567 1498 439 255 216 1059 742 164 67 317 292 280 1069 340 109 231 208 185 162 57 105 729 97 266 146 120
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=31
num_cat=0
split_feature=1 155 0 133 10 44 3 0 153 11 43 1212 12 43 133 1212 12 16 4 402 31 2 8 124 484 160 50 50 43 16
split_gain=0.600462 0.12382 0.115331 0.11888 0.0916422 0.0934165 0.102551 0.116567 0.103749 0.0932944 0.100799 0.113504 0.201721 0.122666 0.109057 0.103225 0.105832 0.0923311 0.0964304 0.087422 0.0850657 0.131153 0.113701 0.0928735 0.0909546 0.087656 0.0846133 0.118032 0.129061 0.122909
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 -0.24227499999999996 -0.089679999999999982 0.081805000000000017 0.10893000000000001 -0.11013499999999998 0.084695000000000006 0.097680000000000017 0.0034250000000000005 -0.040879999999999993 0.08598500000000002 -0.14169499999999999 -0.42671999999999993 0.058525000000000008 0.110195 -0.087989999999999985 -0.077519999999999992 0.2506000000000001 -0.018414999999999997 0.10981000000000002 0.089545000000000013 -0.076779999999999987 -0.070054999999999992 0.022560000000000004 1.0000000180025095e-35 0.090630000000000016 -0.015774999999999994 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 8 -8 9 10 11 12 -6 -14 15 16 -12 -15 -19 26 23 22 -22 -5 -23 -26 -13 28 29 -28
right_child=1 -3 -4 20 5 -7 7 -9 -10 -11 14 19 13 17 -16 -17 -18 18 -20 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00076486106496304279 0.010816712491214277 0.0096343642606266915 -0.003770095065590881 0.0033819547249004248 0.016911301986935239 0.013411322474820297 -0.0012931217772087882 0.0073098205489158215 0.00042778157629072669 0.0015822997316718103 0.0055408034437372314 0.0075628225504771156 0.0013872017664834859 0.0051420980841731245 0.0053994035477713895 0.014209961487046844 0.013146139863116938 0.018106218716129659 0.0087902466878294946 0.0014182152512061987 0.0081611296406481418 -0.0033040428756857701 0.0011418406323840222 -0.0057605896214954558 0.0027050449048154294 0.0091519288091069986 0.019932782643095212 0.0082788018659599363 0.0059359035370024765 0.011007359523015719
leaf_weight=20 23 35 21 25 39 27 28 36 20 25 77 1443 20 23 324 28 24 20 25 21 100 23 30 20 254 23 27 282 22 36
leaf_count=20 23 35 21 25 39 27 28 36 20 25 77 1443 20 23 324 28 24 20 25 21 100 23 30 20 254 23 27 282 22 36
internal_value=0 0.00387744 0.00348921 0.00379533 0.00750757 0.00756051 0.00749783 0.00354603 0.00760081 0.0076597 0.00772272 0.00803372 0.0109247 0.00827151 0.00637844 0.00883743 0.00734801 0.0102963 0.0129307 0.0078332 0.00345534 0.00388826 0.00654129 -0.000681398 0.00273861 0.00324035 0.00790763 0.00926338 0.0125299 0.0148325
internal_weight=0 554 519 498 2567 2547 2520 64 2456 2436 2411 1958 127 88 453 129 101 68 45 1831 475 430 130 45 300 277 1810 367 85 63
internal_count=3121 554 519 498 2567 2547 2520 64 2456 2436 2411 1958 127 88 453 129 101 68 45 1831 475 430 130 45 300 277 1810 367 85 63
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=31
num_cat=0
split_feature=1 11 4 3 48 402 12 1 0 49 44 1451 475 2 3 4 12 147 52 42 52 42 39 124 12 1455 160 4 51 484
split_gain=0.491525 0.163277 0.127935 0.127126 0.117395 0.110726 0.108402 0.109322 0.0930294 0.0839654 0.0928481 0.0930746 0.0952626 0.141024 0.0934496 0.125215 0.0812982 0.090587 0.0778375 0.139298 0.101415 0.069038 0.0685937 0.0707469 0.0856135 0.0902162 0.0863483 0.12236 0.0796066 0.409198
threshold=0.10293500000000001 -1.0000000180025095e-35 -0.050494999999999991 0.149315 0.14823500000000003 0.10052500000000002 -0.12529499999999996 0.12408500000000001 -0.033209999999999996 0.11560500000000001 0.081805000000000017 0.089825000000000002 1.0000000180025095e-35 0.14122000000000004 0.090900000000000009 -0.059649999999999988 -0.083994999999999986 0.096620000000000011 -0.11183499999999999 0.083935000000000023 -0.43320999999999993 0.084050000000000014 0.10076500000000001 0.05852000000000001 0.11734000000000001 0.10582500000000002 -0.55323499999999981 -0.42529999999999996 -0.090529999999999985 0.0038100000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 8 5 6 -4 16 -3 10 11 12 13 14 22 -16 -8 -18 20 -20 -11 -14 23 24 25 26 -1 -28 29 -29
right_child=1 2 4 -5 -6 -7 7 -9 -10 18 -12 -13 21 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0022323061775013403 -0.0049939923966303467 0.013799913451075556 0.0091560124300229234 0.00011414507700299676 -0.0039869543537497517 -0.0035002544219605624 0.001796848925722527 0.0017378920299961466 0.0068215983273586496 0.0035585556978874502 0.013800844312645494 0.012686114346641781 0.014447555855648326 -0.0011900667609138923 0.006702934892573318 -0.00055196606016789495 0.0061766403061576571 -0.00083511822391301403 -0.0042757368927477338 0.0053275328537975763 0.01157413308888122 0.0075972451648164191 0.0019018219049590137 0.012989209096413108 0.0020369596656083185 0.012733909683967277 0.01144306738676119 0.0081446300495792035 0.0071266988341547157 -0.0055980308563448496
leaf_weight=37 20 25 39 22 20 20 71 184 81 38 20 28 28 22 61 39 234 20 23 44 27 31 26 20 34 28 63 78 1708 30
leaf_count=37 20 25 39 22 20 20 71 184 81 38 20 28 28 22 61 39 234 20 23 44 27 31 26 20 34 28 63 78 1708 30
internal_value=0 0.0039178 0.00416673 0.00703171 0.00354306 0.0038082 0.00407493 0.00368562 0.00846743 0.00687402 0.00701764 0.00695688 0.00688413 0.00677514 0.00685765 0.00387352 0.00478833 0.00562453 0.0044227 0.00203089 0.0068881 0.0108482 0.00700508 0.00707149 0.00701166 0.00709866 0.00701631 0.00711051 0.00696021 0.00432722
internal_weight=0 736 716 128 588 568 548 509 106 2385 2253 2233 2205 2146 2124 100 325 254 132 67 65 59 2024 1998 1978 1944 1916 1879 1816 108
internal_count=3121 736 716 128 588 568 548 509 106 2385 2253 2233 2205 2146 2124 100 325 254 132 67 65 59 2024 1998 1978 1944 1916 1879 1816 108
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=31
num_cat=0
split_feature=1 4 2 15 48 0 42 482 16 0 50 16 1 0 43 50 48 4 16 43 47 151 1 15 96 50 132 12 3 484
split_gain=0.399093 0.169239 0.146445 0.138985 0.120524 0.117471 0.105283 0.0924257 0.084854 0.133179 0.15467 0.178247 0.21432 0.127108 0.125657 0.118615 0.108987 0.173303 0.104627 0.101613 0.0902772 0.0898357 0.118197 0.0853068 0.0822379 0.0747223 0.117954 0.0912062 0.0810878 0.070256
threshold=0.096325000000000008 -0.17966999999999997 0.13754500000000003 -0.084564999999999987 -0.089099999999999999 -0.10474999999999998 0.093175000000000022 0.11816500000000001 0.0057500000000000008 -0.14226499999999997 1.0000000180025095e-35 0.083160000000000026 0.080270000000000022 0.062580000000000011 -0.088249999999999981 0.10672000000000002 0.093265000000000015 -0.42529999999999996 -0.0007049999999999999 -0.085474999999999982 0.078345000000000012 1.0000000180025095e-35 0.085345000000000018 -0.23060499999999998 0.088850000000000026 0.088895000000000016 -1.0000000180025095e-35 -0.12529499999999996 -0.020429999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 5 -3 -4 -7 8 13 -10 11 12 14 18 -11 -12 17 -13 21 -17 -18 23 -23 -1 25 26 -6 -28 -27 -20
right_child=1 2 3 -5 24 6 -8 -9 9 10 15 16 -14 -15 -16 19 20 -19 29 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.011635833512991668 0.0072165704415309562 0.011505430873949082 0.0076383201114367701 -0.0052675793413072824 -0.0034746271907351912 -0.004000953004163291 0.0033118580240342355 0.011978794754083668 0.012981622647494079 0.0081331528185938414 0.015142806991934777 0.01025878810149152 -0.0084669221759490348 -0.00042219261141816295 -0.00099014098911235737 0.01177745062769169 0.0045978771895170212 0.0042071805580454914 0.0052210320009007348 0.0029302124033111958 -0.0042959445710515692 0.0058732524913890916 -0.0029390171565034469 0.0064972342933199319 -0.0026904031034791845 0.0084973406687867455 0.0091449687345724184 0.003355849851873636 0.0015296547410442779 0.011971465392230915
leaf_weight=33 122 20 28 34 24 35 45 28 20 26 21 65 23 26 36 21 25 174 21 34 21 45 23 1538 20 61 29 442 23 58
leaf_count=33 122 20 28 34 24 35 45 28 20 26 21 65 23 26 36 21 25 174 21 34 21 45 23 1538 20 61 29 442 23 58
internal_value=0 0.00375891 0.00320459 0.000308278 0.00386901 0.00206364 0.000112503 0.00626949 0.00619715 0.00499842 0.00464043 0.00379643 -0.000222615 0.00651745 0.00283576 0.00874938 0.0049951 0.00585302 0.00662248 0.00630825 0.000537654 0.00645115 0.00289263 0.00660517 0.00361404 0.00383181 0.00336384 0.00371229 0.00658952 0.010177
internal_weight=0 883 761 142 619 108 80 2238 2210 466 446 370 85 1744 62 76 285 239 1718 55 46 1639 68 1571 599 579 495 471 84 79
internal_count=3121 883 761 142 619 108 80 2238 2210 466 446 370 85 1744 62 76 285 239 1718 55 46 1639 68 1571 599 579 495 471 84 79
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 403 40 13 3 12 2 15 38 1 40 1 374 484 1456 484 1452 15 2 1456 484 42 16 16 52 129
split_gain=0.332423 0.109131 0.118324 0.120367 0.12862 0.0967805 0.101983 0.103625 0.0752678 0.115424 0.0745908 0.0663722 0.0647622 0.0777379 0.188793 0.11921 0.0623156 0.0805515 0.0604154 0.0894825 0.0778266 0.0986294 0.0842236 0.0786872 0.124631 0.203821 0.14729 0.07117 0.130762 0.0887494
threshold=0.12000500000000001 0.078300000000000008 -0.27302499999999996 0.092395000000000019 0.078320000000000015 0.085340000000000013 -0.08440499999999998 -0.0093149999999999986 0.31370500000000007 -0.42850999999999995 -0.080614999999999978 0.024640000000000006 0.091770000000000004 0.079415000000000013 -0.013874999999999998 0.084785000000000013 0.083845000000000017 -0.011244999999999998 0.091295000000000001 -0.063689999999999983 0.09921000000000002 0.13592500000000005 0.12844500000000003 0.056265000000000009 -0.081614999999999979 0.08426500000000002 -0.011989999999999999 -0.010264999999999998 -0.092399999999999982 0.097370000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -2 -10 -3 12 13 14 -8 -15 17 -17 20 -20 21 22 23 27 25 -25 -27 28 -12 -29
right_child=8 10 3 -5 -6 -7 11 -9 9 -11 18 -13 -14 15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.0028793707854397922 0.0029337632208793012 0.010555015256508225 0.0040860630882283058 -0.0022084932004173218 0.011356974494576988 0.010112654034414196 0.0058321525210825106 -0.0049448262182219573 0.004146312698995804 -0.0032401399932236279 0.011205768355478844 0.0086143882190053544 0.009220325618904705 0.011569548093459824 -0.005810175601688501 0.0092396671487949798 -0.001181172802832655 0.0037461191047539104 0.0008751379783618553 0.0084934521449862837 0.010086016714049038 0.00058505050659924133 0.011382211680309132 0.011977276568891616 0.014559737088469169 0.0074640812614234168 -0.0024672751073792046 0.0048234267343748097 0.0057170816540429419 -0.0016500498993660918
leaf_weight=23 244 31 27 26 28 28 30 24 34 56 45 37 24 22 26 30 22 242 58 21 40 38 26 41 24 32 28 567 1225 22
leaf_count=23 244 31 27 26 28 28 30 24 34 56 45 37 24 22 26 30 22 242 58 21 40 38 26 41 24 32 28 567 1225 22
internal_value=0 0.00536054 0.00415173 0.00443744 0.00475743 0.00439652 0.00406583 -0.000163767 0.00202205 -0.000449702 0.00568447 0.00456401 0.00418556 0.00386074 0.000426786 0.00446929 0.00393798 0.00435203 0.0056148 0.00290026 0.0057175 0.00563218 0.0057276 0.0056535 0.00808215 0.00654292 0.00282945 0.00549019 0.00591156 0.00458163
internal_weight=0 2787 589 566 540 512 484 51 334 90 2198 433 396 372 56 316 294 272 2167 79 2088 2048 2010 1984 125 101 60 1859 1270 589
internal_count=3121 2787 589 566 540 512 484 51 334 90 2198 433 396 372 56 316 294 272 2167 79 2088 2048 2010 1984 125 101 60 1859 1270 589
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 2 14 1 3 2 0 1 12 49 47 4 2 2 40 160 48 12 2 4 13 0 0 0
split_gain=32.2106 4.9692 2.8742 2.1186 1.86653 1.62428 1.3738 1.11963 1.1177 0.856859 0.780987 0.66995 0.573799 0.684786 0.582763 0.545215 0.503982 0.441083 0.404012 0.389645 0.340893 0.324532 0.317369 0.350076 0.311826 0.300661 0.340533 0.299314 0.551564 0.277578
threshold=0.10538500000000002 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.10188000000000001 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.11658 0.13501500000000002 -0.10096999999999999 0.085345000000000018 0.087625000000000022 -0.054984999999999992 0.078875000000000015 -0.062539999999999984 0.094835000000000017 0.31358000000000003 -0.077714999999999992 0.050340000000000003 0.082620000000000013 0.11903500000000002 0.13622000000000004 -0.52556499999999995 0.0036400000000000004 -0.060129999999999996 0.11070500000000001 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 20 -8 12 18 11 22 13 29 25 -2 21 -9 -4 -6 -3 -15 23 -7 -5 -14 -27 -16 -29 -1
right_child=1 4 9 24 19 10 7 17 -10 -11 -12 -13 14 16 27 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013143889871124956 0.00074100467620158645 0.00051317825853665236 0.0012039301563906513 0.00069130284351629986 0.0003596952904559703 0.0011213205336198012 0.00091856506922224739 0.00085534257698080334 0.0013829829151498605 0.00068768883358167254 0.00069992187674398768 0.00079554373000624568 0.0014341722266012881 0.00060274795977786585 0.0011372105277094432 0.0010707819118327296 0.0011566712195966759 0.00055934295817679268 0.00088637117050143063 8.892308015676625e-05 0.00027653655117633295 0.00092281057972251927 0.0009335245074617197 0.00086340656281580052 0.00041081087718553401 0.0012050824283213804 0.00099165836945663095 0.00077736062863293807 0.0012030523595750438 0.0010855144279210977
leaf_weight=27 23 44 24 64 84 252 53 22 83 68 27 37 21 21 882 119 20 161 43 27 50 29 52 22 20 686 30 25 22 83
leaf_count=27 23 44 24 64 84 252 53 22 83 68 27 37 21 21 882 119 20 161 43 27 50 29 52 22 20 686 30 25 22 83
internal_value=0 0.000634938 0.00112087 0.000871353 0.000513782 0.00113706 0.000587765 0.000667609 0.00116039 0.000842749 0.00102165 0.00104558 0.00115039 0.00104522 0.00116175 0.00101737 0.000893609 0.000594928 0.00100012 0.000293832 0.000387305 0.000788384 0.00107396 0.00110061 0.000624519 0.00120292 0.00119614 0.00112909 0.000976621 0.00114169
internal_weight=0 667 2454 226 441 2319 330 236 1929 135 390 363 1846 180 1666 142 70 183 67 111 94 50 326 274 84 737 716 929 47 110
internal_count=3121 667 2454 226 441 2319 330 236 1929 135 390 363 1846 180 1666 142 70 183 67 111 94 50 326 274 84 737 716 929 47 110
is_linear=0
shrinkage=0.00196078


Tree=4533
num_leaves=31
num_cat=0
split_feature=4 2 149 3 2 1375 10 14 52 2 3 472 15 11 1444 4 0 160 0 34 52 50 2 160 12 150 160 12 13 4
split_gain=0.370731 0.147661 0.124094 0.118953 0.113186 0.126263 0.112866 0.0983674 0.084054 0.0830229 0.0793724 0.0756768 0.0720849 0.0807865 0.0775447 0.168202 0.0693271 0.0971403 0.0684537 0.0997522 0.066862 0.0630175 0.0737523 0.0909842 0.0852094 0.108574 0.0760865 0.0861533 0.129277 0.0972716
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 -0.07359499999999998 -0.0091949999999999983 -0.27302499999999996 -0.079859999999999987 0.019675000000000002 0.5140450000000002 0.091895000000000018 -0.070649999999999977 1.0000000180025095e-35 -0.15914499999999995 0.10334500000000001 -0.083894999999999983 -0.51253999999999988 -0.065229999999999996 -1.0000000180025095e-35 -0.072594999999999979 -0.085489999999999997 0.4002400000000001 0.091320000000000012 0.11747 -0.087429999999999994 0.10508500000000001 0.094365000000000018 0.030480000000000004 0.097575000000000009 -0.06884499999999999 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 11 18 -6 -2 8 9 10 -7 12 -1 14 -14 -16 -17 -18 -5 -20 21 22 23 -11 25 -24 27 29 -29 -25
right_child=2 -3 -4 4 5 7 -8 -9 -10 20 -12 -13 13 -15 15 16 17 -19 19 -21 -22 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=0.010420930975539169 -0.0033242698042438585 -0.00093069135804067955 0.0086601227862826962 0.005855823321534055 -0.0023034558938392863 0.0024507665258804052 0.0024115901168803699 0.010992931695654989 0.00036884910892695191 0.0098377507558325313 0.0077660117755556568 0.01220268216884939 0.00024457098704508759 -0.00024449931457638742 0.013642957837631307 0.00630513494352683 -0.00056913705364636637 0.0053472640303530985 0.0046312460128683603 -0.0043714557224404874 0.0094313085320647111 0.0010030431005254607 0.014132140643362488 0.0057500357632167065 0.0038352780322020406 0.0046201443299651148 0.0061480458714261964 0.011765696194197518 0.0024212677227823361 -0.0013015594170576175
leaf_weight=39 39 33 28 21 22 33 285 30 35 24 189 21 22 20 30 1592 34 151 20 32 27 51 28 26 40 21 72 20 57 79
leaf_count=39 39 33 28 21 22 33 285 30 35 24 189 21 22 20 30 1592 34 151 20 32 27 51 28 26 40 21 72 20 57 79
internal_value=0 0.00571856 0.00227313 0.00579876 0.00479696 0.00516098 0.00172116 0.00538532 0.00514568 0.00539633 0.00697591 0.00623275 0.00616634 0.0060766 0.00614572 0.00621757 0.00609221 0.00425993 0.00103713 -0.000908878 0.00460832 0.00429679 0.0047545 0.00395241 0.00725993 0.0100556 0.00339631 0.00230771 0.00484839 0.00044455
internal_weight=0 2769 352 2736 827 754 324 732 702 667 222 1909 1888 1849 1829 1807 1777 185 73 52 445 418 367 278 89 49 254 182 77 105
internal_count=3121 2769 352 2736 827 754 324 732 702 667 222 1909 1888 1849 1829 1807 1777 185 73 52 445 418 367 278 89 49 254 182 77 105
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=31
num_cat=0
split_feature=1 12 483 2 151 51 52 2 1 0 14 51 130 48 0 2 2 34 43 10 4 2 10 150 50 0 157 51 4 16
split_gain=0.309128 0.09497 0.0926154 0.0819263 0.0852614 0.0751772 0.100122 0.0845952 0.0736091 0.0696862 0.10745 0.0923971 0.0851159 0.0743311 0.104484 0.0719209 0.0655833 0.0634376 0.0654234 0.063364 0.0773553 0.0610581 0.0911545 0.0607762 0.0594279 0.0592151 0.0576983 0.073623 0.0669492 0.0672664
threshold=0.12000500000000001 0.078300000000000008 -0.070084999999999981 0.14122000000000004 0.10280000000000002 0.092545000000000016 -0.067494999999999986 -0.0091949999999999983 0.16773500000000005 -0.13455999999999999 -0.10708499999999999 -0.033649999999999992 -0.050984999999999996 0.085130000000000025 -0.17169499999999996 0.094095000000000012 -0.080614999999999978 -1.0000000180025095e-35 -0.084359999999999991 1.0000000180025095e-35 0.51164000000000009 0.116525 -1.0000000180025095e-35 0.090480000000000019 0.086295000000000011 0.089620000000000019 -0.48214999999999997 0.16385000000000002 0.053180000000000012 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 17 19 10 -9 -12 -11 14 23 -14 -3 18 -4 21 -21 22 -2 -13 -23 -17 -18 28 29 -28
right_child=8 16 3 -5 -6 6 -8 9 -10 12 11 13 15 -15 -16 25 26 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0099698185659945013 0.00089783426883514048 0.010010684861411011 0.00011820042541680427 -0.0022323662542145361 -0.0024149746012699326 0.0055794344749301675 -0.0026641302146291472 0.0099220289885997778 -0.003536842943614592 0.011859118023242516 -0.0023441729769859065 0.013447560081258417 0.0084032782143913225 0.0015976030572962302 0.0013085730052553118 0.0052794380812580741 0.0094653825878220459 -0.002811226111067378 0.0074399353397261031 -0.0057860709726810459 0.0027174809289610257 0.0009005578472080205 0.0076568820894880336 0.0056516504706814888 0.00522255508396661 -0.00070185009259148511 0.0058998346180140944 0.00047541475374131438 0.0039144815694911548 0.0043716649153021396
leaf_weight=25 32 31 26 22 20 26 34 25 23 26 28 20 65 65 25 96 34 23 23 20 23 142 53 20 41 20 1474 31 270 358
leaf_count=25 32 31 26 22 20 26 34 25 23 26 28 20 65 65 25 96 34 23 23 20 23 142 53 20 41 20 1474 31 270 358
internal_value=0 0.0051415 0.00401383 0.00374983 0.00399265 0.00423815 0.000908081 0.00467063 0.0019221 0.00525204 0.00383036 0.00286649 0.00650889 0.00398879 0.00637998 0.00574034 0.00544368 0.0015213 0.00355493 0.00232582 -0.00123766 0.00289757 0.0051123 0.00954961 0.00186887 0.00424818 0.00537835 0.0053132 0.00538455 0.00560121
internal_weight=0 2787 589 564 542 522 60 462 334 390 183 158 207 130 65 181 2198 72 49 311 43 268 85 40 183 116 2167 2133 2102 1832
internal_count=3121 2787 589 564 542 522 60 462 334 390 183 158 207 130 65 181 2198 72 49 311 43 268 85 40 183 116 2167 2133 2102 1832
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 3 121 16 484 130 2 13 160 52 43 158 128 42 42 4 150 4 13 12 16 4 133 13 4 43
split_gain=0.255704 0.101676 0.0854534 0.0810713 0.115633 0.0838306 0.0793603 0.0778023 0.106099 0.0856984 0.079983 0.0935501 0.0840608 0.079356 0.163088 0.103714 0.0830306 0.0751564 0.0788591 0.100377 0.0781671 0.0734174 0.0708137 0.120262 0.132509 0.0775326 0.083614 0.160599 0.163049 0.113527
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.42240500000000009 -1.0000000180025095e-35 -0.071359999999999993 -0.011854999999999999 -0.081769999999999995 0.11144000000000001 -0.043669999999999994 0.10455000000000002 0.51307000000000014 -0.066504999999999995 -0.41554999999999992 0.11059000000000001 0.091545000000000015 0.075730000000000006 0.41257000000000005 0.097210000000000005 -0.0078799999999999981 0.0036400000000000004 0.093535000000000021 -0.087484999999999993 -0.082249999999999976 -0.065894999999999981 -0.091054999999999983 -0.0029599999999999995 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 17 -1 8 21 -9 12 -12 22 15 -15 -11 -17 18 19 -2 -21 -8 25 24 -24 -10 29 28 -28 -27
right_child=3 -3 -4 4 -6 -7 7 9 10 13 11 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.011081922055018368 -0.0027689829623947543 -0.00086450326030678825 0.0010800469411714447 0.0064821708970056431 -0.00066629966057724132 -0.00481216623245374 0.013233991025481374 -0.0011951607003668739 0.0068189176778105324 0.011519123950884455 0.0045695966861855524 0.012973703311204357 -0.0015543772350065412 0.0049644537681352201 -0.0055650781762475766 0.0045321662661581821 -0.0019581352639943361 -0.0010746439867384302 0.0081185636819218806 0.0019948630834955515 0.0086443526755002418 0.0069707732143647538 0.00459446455934085 0.0056379515102304434 -0.0037682535720523452 0.0099631800750891383 -0.0084513679076917477 0.0046780725954418366 0.0030585222237277778 0.0047470690948501178
leaf_weight=20 36 33 63 72 33 23 24 28 256 21 26 27 20 38 24 1364 20 78 23 90 22 85 36 87 40 60 20 283 32 137
leaf_count=20 36 33 63 72 33 23 24 28 256 21 26 27 20 38 24 1364 20 78 23 90 22 85 36 87 40 60 20 283 32 137
internal_value=0 0.00465278 0.00471994 0.00187529 0.00423551 0.000964173 0.00480654 0.00475878 0.00538379 0.00428511 0.00506807 0.00885093 0.00486159 0.00438971 0.000888506 0.00454421 0.00443838 0.00149773 0.00267109 0.00182453 0.00330101 0.00834983 0.00499652 0.00309922 0.000193034 0.00538899 0.0047009 0.00373952 -0.00136836 0.00633573
internal_weight=0 2744 2711 377 105 272 2648 2628 1133 1495 1024 53 971 1467 62 1405 1384 249 171 148 112 109 951 163 76 788 532 335 52 197
internal_count=3121 2744 2711 377 105 272 2648 2628 1133 1495 1024 53 971 1467 62 1405 1384 249 171 148 112 109 951 163 76 788 532 335 52 197
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=31
num_cat=0
split_feature=1 3 39 4 4 2 2 2 2 2 1 14 11 1 4 0 49 4 16 4 1 40 2 50 47 1 1 12 43 50
split_gain=31.1578 4.03077 3.23071 2.21844 2.13338 1.55367 1.38201 1.13789 1.03887 0.960522 0.90726 0.859484 0.53027 0.885171 0.777532 0.511589 0.4453 0.420874 0.461783 0.413786 0.378617 0.351931 0.325453 0.31339 0.312345 0.301689 0.272472 0.260903 0.329669 0.244476
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.089775000000000008 -1.0000000180025095e-35 0.10803500000000001 0.13712500000000002 0.093575000000000019 0.076175000000000007 1.0000000180025095e-35 0.088975000000000012 -0.16363499999999997 -0.15202999999999997 -0.012034999999999999 0.024790000000000003 -0.10850999999999998 -0.046564999999999988 0.16175000000000003 -0.077714999999999992 0.094835000000000017 -0.14320999999999998 0.090280000000000013 0.091450000000000017 0.12958500000000003 0.090545000000000014 0.016310000000000002 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 11 21 26 12 22 25 13 17 -15 -16 -2 27 -19 -10 29 -3 -4 -20 -18 -1 -9 28 -8 -7
right_child=1 5 10 -5 -6 20 9 8 19 -11 -12 -13 -14 14 15 -17 24 18 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011652684200708181 0.00074135761854110982 0.00050942031266628643 0.001150029785146554 0.00067366738020150664 0.00057749033667244389 0.00028139692779312954 0.0012163170394631957 0.0010684315759336672 0.00083551229069045939 0.00075988083678010321 0.0006760452483671115 0.0013940219835174878 0.0012120168888263391 0.0011127871099640343 0.00087835504909557942 0.00047071704202715091 0.0012133945220052303 0.0010938657006944177 0.0010369570324172423 0.00053413800477035216 5.2386500597014033e-05 0.00026364700611546826 0.00087656912488494321 0.00080269608961988583 0.0009767004621842974 0.0010856538839562853 0.00075221169813006528 0.0010837438279495001 0.00095168314978522084 0.00050955839593913046
leaf_weight=1113 20 42 27 43 74 65 131 22 20 38 80 59 101 30 29 20 34 103 38 141 21 48 44 52 58 219 20 383 21 25
leaf_count=1113 20 42 27 43 74 65 131 22 20 38 80 59 101 30 29 20 34 103 38 141 21 48 44 52 58 219 20 383 21 25
internal_value=0 0.000596982 0.00109735 0.00111499 0.000835836 0.000487015 0.00112311 0.000561857 0.000643219 0.00106529 0.000819228 0.00116244 0.00107808 0.00106131 0.00086418 0.000711972 0.00100653 0.00108271 0.00100421 0.000571576 0.000289458 0.000378341 0.000980561 0.000901606 0.00106417 0.00115218 0.000917851 0.00111102 0.00117976 0.000344775
internal_weight=0 590 2531 2380 186 404 2337 293 203 946 151 1391 908 807 79 49 112 728 193 161 111 90 71 90 92 1332 42 535 152 90
internal_count=3121 590 2531 2380 186 404 2337 293 203 946 151 1391 908 807 79 49 112 728 193 161 111 90 71 90 92 1332 42 535 152 90
is_linear=0
shrinkage=0.00196078


Tree=4537
num_leaves=31
num_cat=0
split_feature=4 3 1375 149 2 48 2 49 10 0 159 49 4 158 472 2 15 48 133 150 3 475 15 475 12 13 128 403 12 51
split_gain=0.28636 0.106436 0.125483 0.0971965 0.0902267 0.0946495 0.0875447 0.104123 0.0863597 0.0848765 0.0640414 0.0902354 0.0931645 0.0966755 0.0623722 0.0659533 0.0645918 0.0603531 0.135829 0.094382 0.0638695 0.0961475 0.0961264 0.0751323 0.127464 0.0675087 0.0898301 0.0947844 0.113396 0.068199
threshold=0.27287000000000006 -0.07359499999999998 -0.27302499999999996 0.07770500000000001 -0.0091949999999999983 -0.072824999999999987 0.093320000000000014 0.15665000000000004 -0.079859999999999987 -0.17169499999999996 0.088800000000000004 0.09567500000000001 0.11275500000000001 -0.11929999999999998 1.0000000180025095e-35 0.12043500000000001 -0.15914499999999995 0.081275000000000014 -0.006494999999999999 0.083250000000000005 -0.24210499999999999 -0.088274999999999978 -1.0000000180025095e-35 -0.085684999999999997 0.083875000000000019 0.049530000000000012 0.09585500000000001 0.090990000000000015 0.091840000000000019 -0.012244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 8 -4 -6 10 9 -2 -8 11 12 13 -7 15 16 -1 20 -19 -20 -18 22 -22 24 -23 -25 27 28 -27 -30
right_child=3 2 4 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 21 23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0095782310799940647 -0.0028766307000739452 -0.0030022037259186621 0.00094881655984661655 0.0076778521145960052 0.0098094995544456397 0.0023933480666191494 0.0096978315113422781 -0.003292154634947933 0.0021407068996976658 0.0035834145297721012 0.0018964797467924657 0.00055701774038860333 0.0010211789514869452 0.0088805170602190876 0.010887963134085849 0.0015363218256023302 0.010099286464561199 -0.0017272605554427248 0.0038836524894017761 0.010652673297561706 0.0042792866685170128 0.0048321872877960022 -0.0039981318323407322 0.0058138483803977523 0.015174449519889261 -0.0010624085621920563 -0.0014261802475500321 0.0097847429973383759 0.00032140705291004408 0.0067504619837847439
leaf_weight=38 39 24 72 28 34 27 24 21 285 420 35 23 22 154 21 43 31 37 117 25 47 26 20 1292 22 38 28 30 21 77
leaf_count=38 39 24 72 28 34 27 24 21 285 420 35 23 22 154 21 43 31 37 117 25 47 26 20 1292 22 38 28 30 21 77
internal_value=0 0.00505336 0.00412653 0.00202526 0.00433216 0.00465269 0.00441119 0.00358849 0.00153677 0.00391392 0.00587691 0.00649335 0.00716594 0.00791282 0.00546809 0.00540793 0.00549797 0.00541236 0.00366925 0.00507538 0.00560354 0.00551649 0.00180842 0.00567845 0.00957239 0.00555267 0.00381326 0.00469702 0.00357473 0.00537281
internal_weight=0 2769 856 352 832 760 726 465 324 444 261 226 203 181 1913 1892 1849 1811 179 142 1632 1601 67 1534 48 1486 194 166 136 98
internal_count=3121 2769 856 352 832 760 726 465 324 444 261 226 203 181 1913 1892 1849 1811 179 142 1632 1601 67 1534 48 1486 194 166 136 98
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=31
num_cat=0
split_feature=1 12 132 16 129 4 38 15 15 3 51 8 10 12 2 123 42 14 4 16 4 16 402 42 42 12 1374 1372 1427 3
split_gain=0.24179 0.0779569 0.0848358 0.0918041 0.0765418 0.0745878 0.104454 0.0880939 0.110946 0.150259 0.0745866 0.0578497 0.0564537 0.0760251 0.161006 0.066016 0.0549493 0.0967949 0.0523 0.057889 0.0835355 0.0801043 0.0783051 0.120379 0.0715319 0.0637316 0.0550166 0.0572402 0.0879851 0.100597
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.54928499999999991 0.085395000000000013 -0.17966999999999997 1.0000000180025095e-35 0.035560000000000008 -0.015744999999999999 0.097915000000000016 0.10532000000000001 1.0000000180025095e-35 0.058500000000000003 -0.42850999999999995 0.31358000000000003 0.12294500000000001 -0.018024999999999996 -0.30192499999999994 0.40124500000000002 -0.45661999999999997 0.053180000000000012 0.51222500000000004 -1.0000000180025095e-35 0.097315000000000026 0.094165000000000013 0.088365000000000013 0.088035000000000016 -0.065504999999999994 0.083935000000000023 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 10 -10 -7 18 13 -2 15 16 -15 -18 19 25 26 22 -22 -24 -23 -3 27 -21 -29 -30
right_child=12 11 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 21 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.010435265230480582 0.0073522737661663165 0.0046792745927201678 -0.0020610148906528665 0.0057953055383467306 0.0082039445511658086 0.002153637443229349 0.0084525021475514977 0.0074359079077839854 0.0014454199132533411 -0.0092156068468466409 0.0084755579056218274 0.0099213102832436569 -0.001729871396396664 -0.0011906389022312528 -0.0063101468020645181 -0.002915434100266014 0.0080013232616086803 0.0024278125241999665 0.00068949310469531254 -0.00045712197199463843 -0.0043595059472136197 0.0027914852432261868 0.0040543378174899974 -0.0041975114431062879 0.010746248664800078 0.010509901508890293 0.0098940520631996074 0.0047898945516967988 0.0136773229110986 0.0055255519544206017
leaf_weight=20 26 38 26 93 33 279 29 30 39 20 20 22 42 28 23 21 39 155 31 20 20 26 90 22 20 37 22 1785 24 41
leaf_count=20 26 38 26 93 33 279 29 30 39 20 20 22 42 28 23 21 39 155 31 20 20 26 90 22 20 37 22 1785 24 41
internal_value=0 0.00454536 0.00352368 0.00378159 0.00353652 0.00323451 0.00266339 0.0022307 0.00179451 -0.00216849 0.00257651 0.00481914 0.00169812 0.00219119 0.00168672 0.00244362 0.00295056 0.00354826 0.00476756 0.00482649 0.00472761 0.00265651 0.0014042 0.00243344 0.00625008 0.00755572 0.00492246 0.00486397 0.00492149 0.00853544
internal_weight=0 2787 589 563 543 510 417 388 358 59 299 2198 334 292 266 243 222 194 2176 2145 2070 178 132 112 46 75 1892 1870 1850 65
internal_count=3121 2787 589 563 543 510 417 388 358 59 299 2198 334 292 266 243 222 194 2176 2145 2070 178 132 112 46 75 1892 1870 1850 65
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=31
num_cat=0
split_feature=4 2 3 52 4 14 15 10 13 2 16 3 39 40 4 160 133 1456 16 2 403 16 15 159 16 483 16 1211 49 1374
split_gain=0.208528 0.0803176 0.0755661 0.0653916 0.0920374 0.0777646 0.0982257 0.074189 0.0704227 0.0686875 0.102331 0.0651058 0.0646859 0.0958439 0.0596268 0.0584576 0.0546793 0.0850488 0.0789253 0.108617 0.104612 0.107041 0.148548 0.129131 0.128189 0.0882536 0.0971538 0.0913741 0.0863596 0.0818016
threshold=0.26450500000000005 0.17025000000000004 0.63141500000000017 0.039215000000000007 0.51608000000000009 -0.47013499999999991 -0.44764999999999994 -0.15282499999999996 1.0000000180025095e-35 0.11411 -0.54165499999999989 0.20828500000000003 -1.0000000180025095e-35 -0.08440499999999998 0.50996500000000011 0.085130000000000011 0.11269500000000002 0.089050000000000004 -0.069144999999999984 0.11144000000000001 -0.11227499999999999 -0.039889999999999988 0.11728000000000001 0.13810000000000003 -0.052894999999999991 0.085510000000000017 -0.12029499999999999 0.11789500000000001 -0.0072499999999999986 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -2 -7 -8 9 10 -9 12 -1 15 -5 -14 18 -18 19 25 -20 22 24 29 28 27 -27 -15 -22 -23
right_child=2 -3 -4 14 -6 6 7 8 -10 -11 -12 -13 13 16 -16 -17 17 -19 20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0092246510303364351 0.0058461415571703888 -0.00077804353433858723 -0.0043335533887147908 0.00646305537358682 0.0058821433605367526 -0.005172138751456232 -0.0049703049683012075 0.00023464384998771409 -0.0025375862660653452 0.00069733860576525332 0.0094691489214060974 0.001008520655090078 -0.0026583372506138406 0.004522635173558419 0.001542414811442343 0.0035983160903145166 0.003571652718672848 -0.0025920314248651269 0.010815781958147207 0.010292259404086509 -0.0039279882144182916 0.0038823995876397809 0.0083509452641010295 0.01214627848181408 -0.0057870617977553804 0.0052210624191288586 0.01343301673606038 0.01105509269559248 0.0036441387567608266 0.0088656928883317637
leaf_weight=26 24 33 20 53 36 33 20 21 34 75 28 63 32 802 46 28 333 24 22 40 20 1057 24 20 31 34 25 22 61 34
leaf_count=26 24 33 20 53 36 33 20 21 34 75 28 63 32 802 46 28 333 24 22 40 20 1057 24 20 31 34 25 22 61 34
internal_value=0 0.00412548 0.00165355 0.00197718 0.00117367 0.00045237 -0.00016114 0.000767865 0.00149422 0.00259971 0.0055115 0.00418546 0.00426142 0.00421196 0.0041767 0.000261434 0.00430495 0.00315729 0.00449186 0.00519545 0.00398011 0.00385951 0.00121144 0.00418367 -0.000318448 0.00496456 0.0087007 0.00469705 0.00177448 0.0040377
internal_weight=0 2731 390 370 271 235 211 178 158 124 49 2698 2635 2609 99 60 2549 357 2192 923 1269 1247 136 1111 112 883 59 824 81 1091
internal_count=3121 2731 390 370 271 235 211 178 158 124 49 2698 2635 2609 99 60 2549 357 2192 923 1269 1247 136 1111 112 883 59 824 81 1091
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 12 1 4 47 4 3 47 13 52 4 14 1 15 0 16 4 3 124 1 1 3 0 3 4 1
split_gain=49.6538 5.77849 5.6857 3.15237 3.10809 2.14397 1.85394 1.54382 0.996901 0.960762 0.946401 0.803157 0.769339 0.739044 0.726205 0.700555 0.66059 0.647372 0.641929 0.604192 0.593223 0.700901 0.57869 0.548866 0.51931 0.389075 0.526318 0.37971 0.366413 0.344588
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.09141500000000001 0.13604000000000002 -0.27825499999999997 0.13082500000000002 0.033845000000000007 -0.11171999999999999 0.077555000000000013 -1.0000000180025095e-35 0.081010000000000013 0.024790000000000003 0.076175000000000007 0.10124500000000002 0.13592500000000005 -0.11173999999999999 -0.43320999999999993 -0.046564999999999988 0.092670000000000016 -0.072314999999999977 0.122715 0.16540500000000002 -0.14186499999999996 -0.066089999999999996 -0.10115999999999999 -0.50262499999999988 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 10 15 12 -6 24 17 -1 20 29 16 -14 18 22 25 19 -4 -12 -22 -9 -2 -8 -7 -27 -11 -20 -3
right_child=1 6 5 -5 7 9 8 13 -10 27 11 -13 14 -15 -16 -17 -18 -19 28 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00084773168630819333 0.0012003143351219689 0.00058616421768102264 0.0012902865982523152 0.00059764740908904387 0.0012957533427832692 0.0014078319020392708 0.00031455760850693796 0.00068100676950968173 0.00072290281192108254 0.00084092378282413433 0.0013549360156341369 0.0015302641591166748 0.0010026600229490279 0.0011418320092500425 0.00061920129388584068 0.0015884255191655823 0.00061316491205707865 0.00093148685832970791 0.0016084120894958769 0.00086306849311964184 0.0011850973225983918 0.00079707914312600878 0.0010497404227930087 0.00088696117242741536 -2.7995644612055197e-05 0.0012804105399598835 0.0011402502096157876 0.0011238014517570855 0.0013470003651065777 0.00039772454443050335
leaf_weight=26 83 108 35 74 27 67 114 30 21 21 58 32 29 20 55 46 75 23 21 20 96 22 36 29 20 482 131 139 1124 57
leaf_count=26 83 108 35 74 27 67 114 30 21 21 58 32 29 20 55 46 75 23 21 20 96 22 36 29 20 482 131 139 1124 57
internal_value=0 0.000625701 0.00125736 0.000911687 0.0010496 0.00129893 0.000494034 0.000861863 0.000325681 0.00122381 0.00120043 0.00124452 0.000598832 0.000789099 0.000751586 0.00135096 0.000739065 0.00125502 0.00134186 0.00113493 0.00119256 0.00111275 0.000882134 0.00111918 0.00026343 0.00126596 0.00125046 0.00108667 0.00135179 0.000521067
internal_weight=0 590 2531 186 422 2109 404 188 155 863 234 208 249 161 84 1246 141 703 1200 55 176 118 66 112 134 680 613 160 1145 165
internal_count=3121 590 2531 186 422 2109 404 188 155 863 234 208 249 161 84 1246 141 703 1200 55 176 118 66 112 134 680 613 160 1145 165
is_linear=0
shrinkage=0.00196078


Tree=4541
num_leaves=31
num_cat=0
split_feature=1 12 132 16 4 12 157 151 16 15 2 34 131 2 97 0 13 12 0 16 131 12 11 43 3 13 48 150 16 52
split_gain=0.264781 0.0856854 0.0731694 0.0773771 0.0658914 0.0978978 0.0909389 0.07419 0.0738645 0.0722866 0.0634395 0.0589842 0.0925654 0.179099 0.0805168 0.0606041 0.0694758 0.0743608 0.0671963 0.066425 0.054774 0.0541904 0.0618114 0.139028 0.101714 0.175913 0.100552 0.0648906 0.0639598 0.0648264
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.54928499999999991 -0.053309999999999989 -0.010834999999999999 -0.078969999999999985 0.095500000000000015 0.062650000000000025 -0.0040799999999999994 0.090935000000000016 -0.038779999999999995 0.090030000000000013 0.31358000000000003 -0.079444999999999988 0.010870000000000003 -0.043669999999999994 -0.081419999999999979 -0.10474999999999998 0.052820000000000013 0.10548500000000001 0.099815000000000015 1.0000000180025095e-35 0.035560000000000008 -0.11255999999999998 0.14871000000000004 0.093265000000000015 -0.091259999999999994 0.0028900000000000006 -0.42058999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 9 10 -8 -7 14 13 15 -2 16 17 -13 -19 -18 -14 22 24 26 25 -3 28 -26 -24 -30
right_child=11 21 -4 4 6 8 7 -9 -10 -11 -12 12 20 -15 -16 -17 19 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0099875210854224877 0.0027030520795960911 -0.0047397801353197015 -0.001547034868809323 0.0011741459474433214 -0.0026324121643685632 0.0064004172151908281 0.0032856086515140243 -0.0022463833754458886 0.0050232833140600834 0.0083494610904205242 0.014365306494873949 0.0029882271833813344 0.0084051796317319658 -0.007449225504561105 -0.0059537320715290585 0.0060342934983886416 0.0058942400636151438 0.00089091929193172196 -0.0060415158835079134 0.00011377483820207559 0.0020865750134639121 0.0038975412750201083 0.0033563173376023772 0.013954071190208198 0.010847525646677241 0.0065730130196445524 -0.00070965138031169777 0.0051158009334812109 0.0064210549294811629 0.012409657313920824
leaf_weight=20 21 28 26 40 27 20 311 22 72 31 20 39 34 21 22 35 50 27 29 33 23 372 34 25 20 27 20 1593 51 28
leaf_count=20 21 28 26 40 27 20 311 22 72 31 20 39 34 21 22 35 50 27 29 33 23 372 34 25 20 27 20 1593 51 28
internal_value=0 0.00471059 0.00363947 0.00387899 0.00365399 0.00542077 0.00296717 0.00338252 0.00693742 0.00374461 0.0103829 0.00173106 0.0022419 0.00136164 -0.001726 0.00223032 0.00148235 -0.000364298 -0.00269909 0.00359598 0.00585557 0.00499763 0.00522174 0.00711214 0.00504267 0.000813773 0.00582606 0.00518687 0.00698282 0.0085436
internal_weight=0 2787 589 563 543 152 391 364 112 342 40 334 291 234 43 213 178 95 56 83 57 2198 1826 158 1668 55 133 1613 113 79
internal_count=3121 2787 589 563 543 152 391 364 112 342 40 334 291 234 43 213 178 95 56 83 57 2198 1826 158 1668 55 133 1613 113 79
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=31
num_cat=0
split_feature=4 0 9 0 3 4 15 43 4 3 46 2 106 48 160 160 43 160 160 484 16 160 15 15 42 42 2 159 43 4
split_gain=0.226915 0.074997 0.175485 0.157788 0.135066 0.110378 0.084656 0.0822559 0.0783721 0.0742463 0.0718976 0.0680187 0.0677404 0.0555741 0.0535486 0.0580047 0.0969931 0.0648535 0.0805231 0.0672613 0.0727502 0.0655672 0.065946 0.105743 0.0657159 0.122766 0.0714731 0.134371 0.127713 0.113854
threshold=0.26450500000000005 -0.10836499999999999 -0.08477999999999998 -0.13027499999999997 0.31534000000000006 0.42642000000000008 -0.15914499999999995 0.10366000000000002 0.40124500000000002 0.20828500000000003 0.084955000000000017 0.17025000000000004 0.086340000000000014 0.14093000000000003 0.62940000000000007 0.3961050000000001 -0.072864999999999985 0.11281500000000001 0.14906500000000003 -0.12700499999999998 -0.0019699999999999995 0.089015000000000011 -0.076244999999999993 -0.011859999999999997 -0.093284999999999993 -0.091964999999999977 0.08647500000000001 0.088800000000000004 -0.08231999999999999 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 6 -2 -4 -8 10 11 12 13 14 15 17 -17 19 -19 20 -1 24 -23 -24 -21 -26 27 29 -29 -27
right_child=1 2 7 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.012726461451966315 -0.0037390716694062579 -0.0084975669602863485 0.0020836548864932389 0.0088236023994305961 -0.0045807234144636562 0.0082606249323655522 0.008202045800169885 -0.0045523581937665031 0.00055340706068720364 0.0011285391147383003 0.0089302037382581415 -0.0011122601876116319 -0.00072886790507114847 -0.00019872462950073756 -0.00070598209596937521 0.0044723628461957937 0.012660216554270491 -0.0039964680388220588 0.0036838864693743028 0.0059427201950126044 0.0053398068877868361 0.0043956702728843635 0.014456920647922823 0.005305946853643816 -0.0024565213376523129 0.012468310261500025 0.003672923310250471 -0.0057904277335513732 0.0039327918778040583 0.0050106557671679274
leaf_weight=20 24 20 169 39 28 31 21 21 37 73 34 23 26 26 20 39 23 20 43 219 40 53 23 28 28 21 1102 22 35 813
leaf_count=20 24 20 169 39 28 31 21 21 37 73 34 23 26 26 20 39 23 20 43 219 40 53 23 28 28 21 1102 22 35 813
internal_value=0 0.00169617 0.000412318 0.00319401 0.00163688 0.00317753 0.00125587 0.0013502 0.00332274 0.00427478 0.00436119 0.00430199 0.00434987 0.00440115 0.00444807 0.00448883 0.00750979 0.0044129 0.00124568 0.00449591 0.00780203 0.00441128 0.00686583 0.00943286 0.00429732 0.00411902 0.0042114 0.00487739 0.00017997 0.00519844
internal_weight=0 390 210 180 141 113 82 190 58 2731 2658 2624 2601 2575 2549 2529 62 2467 63 2404 60 2344 104 51 2240 2021 1993 891 57 834
internal_count=3121 390 210 180 141 113 82 190 58 2731 2658 2624 2601 2575 2549 2529 62 2467 63 2404 60 2344 104 51 2240 2021 1993 891 57 834
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=31
num_cat=0
split_feature=1 12 3 1 4 3 12 43 15 4 0 13 2 15 14 0 15 1 43 0 52 16 4 16 39 4 15 3 0 0
split_gain=29.316 3.56131 3.44556 2.06618 1.81697 1.54203 1.4703 0.94786 0.713874 0.711826 0.597637 0.564508 0.532153 0.516268 0.512658 0.531944 0.493165 0.434247 0.426518 0.406469 0.388159 0.337329 0.331911 0.330444 0.323164 0.317613 0.59364 0.303838 0.282329 0.247552
threshold=0.10752500000000002 0.051320000000000005 -0.059315 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.090455000000000021 -0.025214999999999998 0.024640000000000006 0.033845000000000007 -0.23194499999999998 -0.47860499999999995 0.11177500000000001 0.13592500000000005 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 0.10089500000000001 -0.081374999999999989 -0.097734999999999989 -0.52606999999999993 -0.069894999999999985 -0.011209999999999999 -0.059624999999999991 0.096625000000000016 -0.059649999999999988 -0.03241999999999999 -0.045649999999999989 -0.050684999999999994 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 20 7 14 24 17 13 -1 -7 -9 19 15 16 -3 18 -5 -8 -2 -20 -14 -24 -4 -12 -27 -21 -22 -23
right_child=2 6 5 8 -6 11 9 12 -10 -11 25 -13 22 -15 -16 -17 -18 -19 21 27 28 29 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001305493348528782 0.0011116399359302361 0.0010910166592713721 0.00046267773345323818 0.00052452242124739388 0.00051576032648262802 0.00032349675884338108 0.0012479657132901925 0.00080601261638839111 0.0010701243578691998 0.00087886491447016347 0.001061347386920577 2.2679080924354559e-06 0.00075596019861399587 0.00072989149268427563 0.0013011525112751295 0.0010984978013116853 0.00067092979794995667 0.00058761965216690018 0.00070077695761078089 0.0010254586723269211 0.00091069225297815844 0.00078814568637988552 0.00056301900048685426 0.00030088491697808327 0.00028303434082138515 0.00097943094162072442 0.00063619092949645021 0.0007803677007848142 0.00064816928732128035 0.0010649686261264848
leaf_weight=22 28 21 99 22 74 58 31 39 21 169 73 33 22 23 46 1074 22 89 43 703 63 23 64 26 63 76 26 20 21 27
leaf_count=22 28 21 99 22 74 58 31 39 21 169 73 33 22 23 46 1074 22 89 43 703 63 23 64 26 63 76 26 20 21 27
internal_value=0 0.0010187 0.000533344 0.00085427 0.000754179 0.000431673 0.0010516 0.000496991 0.00072589 0.000994194 0.0010009 0.000207007 0.000608754 0.00101928 0.00109829 0.00108994 0.000876088 0.000690454 0.000770038 0.00102811 0.000911706 0.000828117 0.000540066 0.000487291 0.000392816 0.000962606 0.000891938 0.00101868 0.000845062 0.00093763
internal_weight=0 2531 590 422 186 404 2109 313 225 946 197 91 151 777 1163 1117 43 204 115 754 112 93 112 90 162 175 102 723 84 50
internal_count=3121 2531 590 422 186 404 2109 313 225 946 197 91 151 777 1163 1117 43 204 115 754 112 93 112 90 162 175 102 723 84 50
is_linear=0
shrinkage=0.00196078


Tree=4544
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 4 1447 1 3 42 0 49 16 133 376 2 402 42 0 42 15 3 3 13 130 3 402 403 159 42
split_gain=0.255723 0.0827208 0.0721781 0.110561 0.0761419 0.0710549 0.0995001 0.0971314 0.109891 0.0856122 0.114409 0.152407 0.125944 0.0935211 0.0870191 0.0845749 0.108878 0.102894 0.0976232 0.0974955 0.100656 0.0833672 0.141586 0.0877147 0.0889816 0.0705488 0.0664869 0.152918 0.065273 0.102704
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 -0.082249999999999976 -0.085804999999999979 0.091535000000000019 -0.088784999999999989 0.11159000000000001 -0.14454499999999995 -0.061079999999999988 -0.008904999999999998 0.40304500000000004 0.083960000000000021 0.084055000000000005 0.10565000000000001 0.085730000000000015 -0.084044999999999995 0.087885000000000019 0.084840000000000013 -0.14186499999999996 -0.11255999999999998 -0.06532499999999998 0.087820000000000023 0.63141500000000017 0.12629000000000004 -0.0042549999999999992 0.030370000000000005 0.090835000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 26 -9 10 11 -10 -13 -11 28 17 18 -8 19 20 -17 -20 -23 -24 -25 -2 -7 -28 29 -12
right_child=25 -3 4 -5 -6 7 15 8 9 13 14 12 -14 -15 -16 16 -18 -19 21 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0042991624912247063 0.0022391666621095628 0.001342917106764978 0.00017795024032238871 0.0054208796508610248 0.0092686080580183204 0.004700226333424139 0.0066035777367402003 -0.0019222979051753495 0.005750047442305721 -0.0043706375568245467 0.0083605793508223624 0.0021805595466867092 -0.0090419362601824108 0.0036486760445052025 -0.00021271679929837033 0.010465497679605678 -0.0020107967089279554 0.012810809598092669 0.0072433504987275237 0.014360321029311136 0.0032714329796229924 -0.0036409955572984788 -0.0002367184991299203 0.0063691538138387158 0.0014052484485032239 -0.003858467813115567 0.014972181212145925 0.0042882026261272469 0.0016294091730907731 0.0039383071323329131
leaf_weight=22 370 73 32 25 38 1377 140 39 33 26 119 20 20 33 27 37 20 33 100 21 41 23 33 168 46 20 21 37 33 94
leaf_count=22 370 73 32 25 38 1377 140 39 33 26 119 20 20 33 27 37 20 33 100 21 41 23 33 168 46 20 21 37 33 94
internal_value=0 0.00466387 0.00475508 0.000871073 0.00482499 0.00475937 0.00562406 0.00444 0.00314743 0.00363563 0.00423601 0.000719507 -0.00343069 0.000114741 0.00517633 0.00588731 0.00521502 0.00778762 0.00552315 0.00831231 0.006684 0.00477686 0.00386335 0.00456214 0.00530215 0.00192647 0.00483992 0.00815654 0.00576781 0.00640897
internal_weight=0 2731 2658 47 2611 2573 694 1879 444 405 346 73 40 59 273 662 489 173 469 99 78 370 270 247 214 390 1435 58 246 213
internal_count=3121 2731 2658 47 2611 2573 694 1879 444 405 346 73 40 59 273 662 489 173 469 99 78 370 270 247 214 390 1435 58 246 213
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 2 4 4 0 15 16 12 4 3 1 47 475 1 13 0 131 47 52 52
split_gain=41.518 6.4802 4.03821 3.61837 2.38391 1.88265 1.13949 1.13149 1.1047 1.03693 0.849749 0.758623 0.725547 0.588104 0.770106 0.788877 0.547641 0.489708 0.440808 0.398141 0.349576 0.42659 0.316527 0.282215 0.257807 0.243214 0.238286 0.236331 0.20378 0.318348
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.5224049999999999 0.088245000000000004 -0.52556499999999995 -0.13927999999999999 0.083345000000000016 0.093140000000000014 -0.066784999999999983 0.16175000000000003 -1.0000000180025095e-35 -0.11991499999999998 0.091440000000000007 0.090100000000000013 -0.55252499999999982 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 27 7 11 13 -6 -5 16 12 -4 14 15 -1 -7 18 -16 -20 25 -22 -18 -13 -14 -15 -2 -3 -24 -30
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 23 24 20 17 -17 22 -19 19 -21 21 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011734816551411751 0.0010939267566525918 0.00040890451005430367 0.00049855848177312277 0.00093031399126026039 0.00093307674272683926 0.00063412881383270606 0.00056226172220206789 0.0012919572568259306 0.00048430691381879884 0.00050771646903965452 0.00067398378220721584 0.00010147621347571271 0.0001279472727385457 0.0011409684705790918 0.0013862990754213876 0.00073863167261971482 0.0011016836681438139 0.0010372589000922983 0.00083209413315067768 0.0011057211250812137 0.00058056990762113349 0.00095026573519301578 0.0011346093594443564 -0.00015460684770295601 0.00035711960664575959 0.00093896991520925289 0.00084208472102296117 0.00058888433433613172 0.00086563394523892509 0.00099381168547019454
leaf_weight=23 52 187 39 34 71 20 34 79 30 65 48 78 77 33 21 53 57 784 21 773 20 30 20 21 25 75 20 33 148 150
leaf_count=23 52 187 39 34 71 20 34 79 30 65 48 78 77 33 21 53 57 784 21 773 20 30 20 21 25 75 20 33 148 150
internal_value=0 0.000468382 0.000401151 0.00102007 0.000550392 0.00103551 0.00022631 0.00106219 0.000799779 0.000652851 0.000920333 0.000178717 0.00027109 0.00105229 0.00106308 0.000870231 0.000950269 0.00107224 0.0011059 0.00109848 0.000937937 0.000802387 0.00096713 4.71556e-05 0.000184117 0.00100069 0.00102397 0.000435901 0.000943012 0.000930153
internal_weight=0 667 595 2454 321 2355 274 1912 101 99 443 240 141 1833 1675 76 395 1599 815 794 158 50 375 99 102 108 72 220 318 298
internal_count=3121 667 595 2454 321 2355 274 1912 101 99 443 240 141 1833 1675 76 395 1599 815 794 158 50 375 99 102 108 72 220 318 298
is_linear=0
shrinkage=0.00196078


Tree=4546
num_leaves=31
num_cat=0
split_feature=1 4 11 105 2 15 40 482 132 106 16 51 2 52 11 4 4 0 13 483 474 4 1185 1204 1212 1212 1213 12 13 133
split_gain=0.301117 0.138051 0.112781 0.151714 0.103498 0.102593 0.0927849 0.0724108 0.0722235 0.0664039 0.0658677 0.144084 0.111026 0.0957077 0.0784924 0.109166 0.0868409 0.0752576 0.0944424 0.0753733 0.114388 0.0629196 0.0773296 0.0703856 0.0708308 0.137554 0.118416 0.109357 0.0724771 0.070181
threshold=0.096325000000000008 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.13622000000000004 -0.079929999999999987 0.051255000000000002 0.11816500000000001 -1.0000000180025095e-35 0.087690000000000004 0.19444000000000003 -0.22411499999999998 0.13501500000000002 0.10024500000000001 0.082485000000000017 -0.27825499999999997 -0.15764999999999998 -0.079984999999999987 -0.078944999999999987 -0.059844999999999995 0.090440000000000006 -0.085594999999999991 -0.083264999999999992 -0.091889999999999986 -0.064959999999999976 -0.087464999999999987 -0.15413999999999997 0.085635000000000003 -0.086589999999999986 -0.089569999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 6 -6 8 10 -4 -10 11 -1 14 17 15 -13 -17 18 -12 -19 -21 -18 -23 -24 25 26 29 -28 -29 -25
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 13 12 -14 -15 -16 16 21 19 -20 20 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.013242780483003869 0.0061843992433855202 -0.0048491197987459607 -0.0010996874562944428 0.011139303527861126 0.001516678184064814 -0.004977440124287481 -0.0019514167229371035 0.010295747167297774 0.0039819015471082297 -0.0014067396902343414 0.0050600400495265305 0.010445597199129204 -0.00030002892549548833 -0.0028047866032769285 0.00030931925711532438 -0.0010455111307757241 0.006919298843584127 -0.00048785375963364332 -0.0039072823351370576 0.004863094054186925 0.012766861308011272 0.01136769468896091 0.01072518066926436 0.0060999565669496002 0.0048115463440747278 0.01485320256142586 0.0088199560292361485 -0.004062416998758203 0.0040631397566555641 0.013410387166853374
leaf_weight=23 122 20 33 21 113 31 34 28 485 24 24 43 35 21 30 21 243 21 23 143 21 20 22 29 1381 20 22 21 23 24
leaf_count=23 122 20 33 21 113 31 34 28 485 24 24 43 35 21 30 21 243 21 23 143 21 20 22 29 1381 20 22 21 23 24
internal_value=0 0.00306155 0.00256091 0.00276091 0.00251654 0.000118639 0.00311601 0.00524229 0.00343389 0.00372782 0.00517826 0.00537455 0.00528098 0.0036599 0.00538384 0.0054653 0.00534802 0.00424506 0.000671776 0.00515287 0.00587516 0.0054224 0.00518953 0.0051094 0.00502812 0.0071798 0.00589016 0.00306334 0.000185033 0.00941034
internal_weight=0 883 761 741 720 144 576 2238 542 509 2210 1957 1934 253 1899 1869 1826 232 47 185 164 1805 1562 1542 1520 139 119 66 44 53
internal_count=3121 883 761 741 720 144 576 2238 542 509 2210 1957 1934 253 1899 1869 1826 232 47 185 164 1805 1562 1542 1520 139 119 66 44 53
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=31
num_cat=0
split_feature=4 3 52 159 3 9 123 44 1426 12 12 48 15 15 3 400 2 1211 1212 15 0 15 12 12 1446 132 403 42 42 483
split_gain=0.255655 0.0860968 0.0741141 0.0790472 0.0764431 0.0664005 0.0909795 0.0663205 0.0657327 0.0646103 0.0824479 0.0641045 0.0638904 0.0623709 0.106081 0.0842468 0.117411 0.0918587 0.103168 0.0991099 0.0789583 0.159454 0.0811722 0.0895523 0.12431 0.112376 0.0917169 0.0734076 0.0631625 0.0627387
threshold=0.26450500000000005 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.42240500000000009 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 -0.094284999999999994 -0.10022999999999999 -0.086254999999999984 0.14871000000000004 -0.46743999999999997 0.083195000000000005 -0.15447499999999995 -0.077004999999999976 0.090310000000000015 0.080280000000000004 0.055770000000000007 -0.15914499999999995 -0.10324499999999999 -0.015039999999999998 -0.086254999999999984 0.092550000000000007 0.10250500000000001 0.089075000000000015 0.092070000000000013 -1.0000000180025095e-35 0.087665000000000007 0.11494000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 9 6 -1 8 -7 -2 -11 13 -12 15 -15 16 -10 18 19 -17 21 28 -22 25 -25 26 -24 -20 -21 -16
right_child=2 -3 3 -5 -6 7 -8 -9 11 10 12 -13 -14 14 29 17 -18 -19 27 20 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038175586118913171 0.0064508317402847438 0.0011167556418613083 0.0056890673605569956 -0.00014942068691280758 -0.0046240936964750288 0.010175534255991114 0.0049998159445822244 0.0088120438580900611 0.0040370697200658818 -0.0045306625061202798 0.0055122131534838395 -0.0010814359039068222 0.0007726824038860056 0.011145744456684795 0.0051427621739693211 0.0089333362978599642 -0.005790426400490105 0.010328081809915603 0.0035503524878826597 0.0045526443145183079 0.00047685506808115767 -0.0037539046463955731 0.0054513299861067531 0.0039034754368775246 -0.0042069676984101542 -0.0008022052851239486 0.012168912861185771 -0.0044391848425299908 -0.00082672098466830986 0.00034459772453244243
leaf_weight=22 23 73 78 33 23 21 25 38 31 25 34 20 174 29 1019 46 20 25 23 136 47 35 632 343 20 28 21 23 26 28
leaf_count=22 23 73 78 33 23 21 25 38 31 25 34 20 174 29 1019 46 20 25 23 136 47 35 632 343 20 28 21 23 26 28
internal_value=0 0.0045048 0.00176776 0.0039533 0.000898245 0.00459785 0.000872534 0.00466491 0.00460366 0.00139439 0.000895259 0.00455781 0.00154741 0.00460235 0.00517969 0.00417569 0.00018315 0.00432061 0.00421178 0.00437234 0.00420945 0.00236689 0.00454215 0.00472517 0.00345662 0.00540136 0.00566736 -0.000444416 0.00368929 0.00501444
internal_weight=0 2731 390 111 279 2658 47 2611 2573 256 233 2552 208 2532 1076 1456 51 1405 1380 1334 1288 197 1091 1044 363 681 653 46 162 1047
internal_count=3121 2731 390 111 279 2658 47 2611 2573 256 233 2552 208 2532 1076 1456 51 1405 1380 1334 1288 197 1091 1044 363 681 653 46 162 1047
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=31
num_cat=0
split_feature=4 3 0 12 16 16 149 13 13 3 16 12 39 2 3 3 47 1428 472 15 48 160 455 15 49 43 4 41 13 12
split_gain=0.20708 0.0697384 0.0668577 0.0753808 0.119984 0.0935745 0.107807 0.0900874 0.0935408 0.121076 0.0822723 0.103669 0.0619935 0.0566412 0.0536168 0.170845 0.0582172 0.0598849 0.12014 0.0612972 0.0983314 0.106068 0.0903563 0.0948741 0.142851 0.0706499 0.0725575 0.0664164 0.126397 0.0842551
threshold=0.26450500000000005 0.20828500000000003 0.089620000000000019 -0.10022999999999999 -0.29154999999999992 -0.44310499999999992 0.07770500000000001 -0.088319999999999996 1.0000000180025095e-35 -0.020429999999999997 -0.50690499999999983 0.092255000000000018 1.0000000180025095e-35 0.17025000000000004 0.12745000000000004 0.10893000000000001 0.11043500000000002 0.094820000000000015 -1.0000000180025095e-35 -0.11713499999999999 0.093265000000000015 -0.23686999999999997 0.092320000000000013 -0.094329999999999983 -0.0087849999999999977 -0.10131 0.076415000000000025 0.075585000000000013 -0.117405 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -2 6 10 -7 9 -9 11 -5 -12 14 15 16 17 19 -19 25 22 -22 23 24 -21 -1 -27 28 -25 -29
right_child=2 -3 -4 5 -6 7 -8 8 -10 -11 12 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 27 -26 26 -28 29 -30 -31
leaf_value=0.011427737480368128 0.0020174189083130528 0.0010050800496398166 -0.0038974301933887459 0.0018214800367152137 0.011464977636933327 -0.0057802163413725799 0.0096889269918028747 0.0076564091939612154 -0.004330848420171866 -0.00061799611212336463 0.0092067549707611426 -0.0061715875472873457 0.002113138508450772 -0.00080294164464525552 0.0076834094797282723 -0.0037899902262897404 0.0019229912656037328 0.0031917215014497439 0.013685929686762395 -0.0044553716410882776 -0.0052788324095308786 0.0026550605884703123 0.010959640480577945 -0.0032737683864649046 0.0033945928464127781 0.0041919079906843114 0.010388017885903222 0.010699022423815789 0.004350151603271772 0.0041171015427652292
leaf_weight=22 41 73 21 86 20 28 20 28 28 48 22 20 28 23 43 27 107 24 20 30 20 107 20 22 102 106 23 37 1884 41
leaf_count=22 41 73 21 86 20 28 20 28 28 48 22 20 28 23 43 27 107 24 20 30 20 107 20 22 102 106 23 37 1884 41
internal_value=0 0.00405432 0.00159098 0.00190333 0.00511498 0.00126726 0.00277676 -0.00074541 0.000610114 0.00243047 0.00189059 0.000313354 0.00523433 0.00413806 0.00418119 0.00412309 0.00420639 0.00430578 0.00796182 0.00423915 0.00410898 0.00140563 0.00426971 0.00420648 0.00161051 0.00618991 0.00529664 0.0043792 0.00426215 0.00723929
internal_weight=0 2731 390 369 61 308 176 132 104 76 156 106 50 2658 2635 2592 2565 2458 44 2414 2263 127 2136 2116 132 151 129 1984 1906 78
internal_count=3121 2731 390 369 61 308 176 132 104 76 156 106 50 2658 2635 2592 2565 2458 44 2414 2263 127 2136 2116 132 151 129 1984 1906 78
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=31
num_cat=0
split_feature=2 30 121 33 0 158 403 52 52 11 0 39 133 15 11 1424 15 4 4 474 150 1 12 15 0 16 2 2 16 2
split_gain=0.172313 0.103121 0.0795491 0.0989438 0.0724192 0.0697663 0.13577 0.0937655 0.117886 0.075944 0.0780168 0.0692236 0.0691214 0.0649017 0.115023 0.0758138 0.0783402 0.175177 0.196702 0.18244 0.0919644 0.099199 0.104302 0.149835 0.0825128 0.10347 0.0748326 0.0688809 0.119781 0.0807632
threshold=0.13404500000000005 0.086065000000000016 -0.081149999999999986 -0.012019999999999998 0.034820000000000011 0.086290000000000019 0.05728500000000001 0.11639500000000001 -0.0015799999999999998 0.097680000000000017 0.15398500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.035560000000000008 0.075910000000000019 1.0000000180025095e-35 -0.0063699999999999989 -0.17966999999999997 -0.018869999999999994 0.085630000000000012 0.13361500000000004 0.095285000000000022 0.092200000000000018 -0.043924999999999992 -0.081584999999999977 0.13751500000000003 0.10699500000000002 0.088125000000000023 -0.5435399999999998 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 11 9 7 8 -7 10 13 -2 -10 15 -15 16 20 26 19 -19 21 22 24 -24 -5 -26 -18 -23 -29 -30
right_child=4 -3 3 5 -6 6 -8 -9 12 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 27 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0095406878767433853 -0.0042093636817298833 -0.00012324376921615986 -0.0030443362934006891 0.0039627211177586854 -0.0042875946275889873 0.0037364149618096076 0.013159598020138219 2.5913901136893974e-05 0.011040721845853588 -0.0010339226884146532 0.0081497982672944277 0.0019652375201357829 0.0042256498984484516 0.003906036080927574 0.0091900517308521404 0.0078921108646682111 0.0057466803103064503 -0.010698895136010834 0.0028501617396250369 0.00097733253775083499 0.0092860826462274424 0.0032189905514132993 0.0027676734683819244 -0.0059426869863686577 0.011712021042000163 0.0045529328671713859 -0.00047902782546141399 0.0060015213255199696 -0.004953953557156234 0.00050281666631979709
leaf_weight=23 20 73 22 501 25 136 20 38 46 36 37 197 22 982 43 32 75 32 50 23 25 160 193 22 33 52 26 31 36 110
leaf_count=23 20 73 22 501 25 136 20 38 46 36 37 197 22 982 43 32 75 32 50 23 25 160 193 22 33 52 26 31 36 110
internal_value=0 0.00358728 0.00368381 0.0036354 0.000808986 0.00368863 0.00524109 0.00458667 0.00543623 0.00352586 0.00359251 0.00139615 0.00883585 0.00352301 0.00412771 0.0030806 0.00296813 0.00117072 -0.00168931 -0.00581611 0.0032865 0.0031547 0.00376029 0.00187638 0.00445149 0.00733234 0.00414402 0.00171529 0.000356015 -0.000842688
internal_weight=0 2879 2806 2783 242 2761 262 242 204 2499 2463 217 68 2426 1025 1401 1369 206 105 55 1163 1138 801 215 586 85 101 337 177 146
internal_count=3121 2879 2806 2783 242 2761 262 242 204 2499 2463 217 68 2426 1025 1401 1369 206 105 55 1163 1138 801 215 586 85 101 337 177 146
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=31
num_cat=0
split_feature=4 14 1 3 16 457 402 1210 40 49 13 480 402 49 49 16 3 15 2 2 133 403 1 42 12 42 133 42 129 43
split_gain=0.147305 0.0637478 0.0897555 0.0623304 0.0548073 0.0932363 0.0846825 0.0843469 0.071185 0.0639649 0.0704433 0.06575 0.0632076 0.0583083 0.0868444 0.0579757 0.0793857 0.0649712 0.0562316 0.0887021 0.0874766 0.0753891 0.0657125 0.122301 0.0638842 0.0600385 0.0559156 0.0537708 0.168866 0.069249
threshold=0.24564500000000003 -0.24175999999999997 0.14173500000000003 0.63141500000000017 -0.086989999999999984 0.26807500000000006 0.2506000000000001 -0.15347999999999998 0.051255000000000002 0.09567500000000001 -0.011914999999999999 0.091250000000000012 -0.085859999999999978 -0.23803499999999997 -0.15498999999999999 -0.087989999999999985 -0.083154999999999993 -0.095869999999999983 0.098035000000000011 0.084305000000000005 -0.072364999999999985 0.10114000000000002 0.077565000000000009 0.087405000000000024 0.095935000000000006 -0.0041849999999999986 -0.030254999999999994 -0.093284999999999993 1.0000000180025095e-35 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 9 6 7 -6 13 11 -11 12 -3 -9 -15 17 -17 -14 19 20 21 -19 -22 -24 -20 26 -21 -16 -29 -30
right_child=3 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 15 14 27 16 -18 18 24 25 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0082354680438024488 0.0015751619371235728 0.0084311273757039628 -0.0019230855036188256 -0.0041432669013738632 0.0093668575102294049 -0.003559327427120436 -0.0028935059439390899 0.0078274480601841657 -0.0018656678664098895 0.0036972608857063789 -0.0034851653422017328 0.010090543434489519 0.0063268746699920138 -0.0034073281363816935 0.0048502608997476092 0.0029825365403667093 0.0116875509416621 0.011468571054449837 0.0088998400006499705 0.0010741455069578746 0.0058918119149489537 0.0036460086131807077 -0.0051706420003690507 0.0052584365982076397 0.0018443518007795019 0.00031222529478081679 0.0068525413531019836 0.0032335190844938189 -0.0055661094142124062 0.0012284447144096098
leaf_weight=26 406 34 33 20 22 21 23 27 28 36 22 20 77 20 182 20 22 28 33 34 36 22 22 23 21 148 33 1622 30 30
leaf_count=26 406 34 33 20 22 21 23 27 28 36 22 20 77 20 182 20 22 28 33 34 36 22 22 23 21 148 33 1622 30 30
internal_value=0 0.00330781 0.0032598 0.00130669 0.00332469 0.00306889 0.00313904 0.0032098 0.00313994 0.0041375 0.000972892 0.00445782 0.00425411 0.00321328 0.00314715 0.00398047 0.00754231 0.00366685 0.00315479 0.00268639 0.00473761 0.00802664 0.00270735 0.000159776 0.00615604 0.00143658 0.00392022 0.00321748 0.00304081 -0.00216883
internal_weight=0 2695 2669 426 2636 2005 1984 1961 1939 631 58 573 553 1911 1884 519 42 477 400 346 131 50 81 45 54 215 67 1864 1682 60
internal_count=3121 2695 2669 426 2636 2005 1984 1961 1939 631 58 573 553 1911 1884 519 42 477 400 346 131 50 81 45 54 215 67 1864 1682 60
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=31
num_cat=0
split_feature=3 96 12 48 48 4 15 3 14 1 121 3 52 14 150 151 14 1 11 11 2 14 16 133 0 1 3 399 1204 1204
split_gain=0.128521 0.0990061 0.0809482 0.075096 0.071882 0.0693138 0.0657374 0.118249 0.119406 0.126423 0.0756941 0.0656957 0.0615921 0.0587946 0.0812859 0.073518 0.0602841 0.0781107 0.0617392 0.0675736 0.0614474 0.0549404 0.0540439 0.0533532 0.0526705 0.0574014 0.0467959 0.046555 0.0461771 0.0583019
threshold=0.31299000000000005 0.087655000000000025 -0.42850999999999995 0.14174500000000004 -0.22597999999999999 0.010840000000000001 -0.26481999999999994 0.10732000000000001 -0.47013499999999991 0.11212500000000002 -0.080284999999999981 -0.0025099999999999996 -1.0000000180025095e-35 0.10189000000000002 0.13361500000000004 0.15288500000000002 0.076975000000000002 0.082005000000000008 0.096970000000000015 0.08976000000000002 -0.0091949999999999983 0.08104500000000002 -0.44310499999999992 0.087035000000000015 -0.061629999999999997 0.13559000000000002 -0.014944999999999998 -0.088409999999999989 -0.11413499999999999 -0.068659999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4 7 8 -6 -10 -8 24 -5 14 15 16 18 21 19 20 23 -18 -7 26 -11 -26 -12 -22 -29 -30
right_child=2 -3 5 12 6 22 10 -9 9 11 13 -13 -14 -15 -16 -17 17 -19 -20 -21 27 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.008668302632444962 0.003569612569574799 -0.0034072620533406733 0.00081372289668496056 0.0025529790288684046 0.0069152216892689466 -0.0013964074981314216 0.0086435757228173326 0.0077679221371553184 -0.007609589285372447 0.0064892976917326458 0.0045741138215064361 -0.0031028119046823122 -0.0049298535863106906 -0.0023991027381271126 0.0083086197698039235 -0.0030545512400567531 0.0068634189030324869 0.01056645722516502 -0.0015552254021167756 0.0074361324317150706 0.0068239057887694802 -0.00037834200338693336 -0.0084057441843800578 -0.0038816882337888944 -0.002434265705208721 0.0041270639514550565 -0.0014659686176025349 0.0077693310519680384 0.00070637850959256706 0.0030535607925113589
leaf_weight=22 35 25 41 22 22 22 24 23 24 20 29 36 22 20 29 20 22 24 30 34 32 20 22 23 30 24 23 20 111 2270
leaf_count=22 35 25 41 22 22 22 24 23 24 20 29 36 22 20 29 20 22 24 30 34 32 20 22 23 30 24 23 20 111 2270
internal_value=0 0.00285952 -0.000477902 0.00291216 0.0029737 -0.00214453 0.00293065 0.00107415 8.72501e-05 -0.00103376 0.00305233 0.000400966 -0.00118844 0.00300276 0.00304297 0.00298552 0.00303131 0.00601551 0.00295473 0.00300796 0.00294792 0.00341496 -0.00490108 0.000128709 0.00210551 0.000481881 0.00190254 0.00303483 0.00298433 0.00294414
internal_weight=0 3001 120 2976 2932 85 2910 179 156 134 2731 110 44 2707 2687 2658 2638 66 2572 2542 2508 42 44 75 74 54 52 2433 2401 2381
internal_count=3121 3001 120 2976 2932 85 2910 179 156 134 2731 110 44 2707 2687 2658 2638 66 2572 2542 2508 42 44 75 74 54 52 2433 2401 2381
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 2 14 2 4 11 1 15 3 47 13 43 159 1 2 12 15 0 158 160 12
split_gain=47.805 7.07554 4.68113 4.13205 2.67276 2.5631 1.82147 1.67178 1.39062 1.29386 1.25934 1.0756 0.923234 0.724294 0.548575 0.469065 0.396544 0.382946 0.328285 0.32623 0.29573 0.278769 0.310797 0.628058 0.306697 0.227129 0.226219 0.224144 0.216835 0.206691
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.092845000000000025 0.13082500000000002 0.13712500000000002 0.11474000000000002 0.062655000000000016 0.14838000000000004 0.27834500000000006 1.0000000180025095e-35 0.086920000000000011 -0.087679999999999994 -0.11171999999999999 0.090100000000000013 -1.0000000180025095e-35 -0.016814999999999997 0.0089800000000000019 0.086920000000000011 0.098035000000000011 0.095780000000000018 0.091295000000000015 -0.14226499999999997 0.096590000000000023 -0.075414999999999982 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 18 6 11 16 12 14 -6 15 13 -4 17 -5 -1 20 -3 28 -8 22 24 -24 -19 -26 -16 -23 -15 -17
right_child=1 2 8 5 10 -7 9 -9 -10 -11 -12 -13 -14 19 26 29 -18 21 -20 -21 -22 27 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001142964898863321 0.0011118573783886717 0.00046869249327138141 0.00053323469391303776 0.0012080056932634552 0.0010080397267559571 0.00055404894188612554 0.0010784262558993171 0.0005796646527438978 0.00064394039909152314 0.00072790296792491914 0.00049362781798479216 0.0014522664808954287 5.4504865277392257e-05 0.00034570486904804556 0.001419594757750285 0.00099908778426095984 0.00086652279347111747 0.0011324921373920937 0.00068081603100522247 0.00041823932476958551 0.00078741792309840349 0.0012371585014743108 0.0006592245056640868 0.0010971215453682063 0.00099037786960856221 0.0011104545834891436 0.0011876648502997344 0.0010362730689593633 0.00011736136696215273 0.001143050532666503
leaf_weight=38 72 187 41 927 77 28 25 68 34 38 24 60 84 21 22 43 42 305 33 27 29 81 20 34 147 103 61 29 67 354
leaf_count=38 72 187 41 927 77 28 25 68 34 38 24 60 84 21 22 43 42 305 33 27 29 81 20 34 147 103 61 29 67 354
internal_value=0 0.000531308 0.000461057 0.0011233 0.00062174 0.00114368 0.00115093 0.000805701 0.000272812 0.00108194 0.000885803 0.00119549 0.000220235 0.000309475 0.00109766 0.00118385 0.000997833 0.00108139 0.000500511 0.0002297 0.000922144 0.00109335 0.00107694 0.000934937 0.00109076 0.00103985 0.00124914 0.0011842 0.000171852 0.00112746
internal_weight=0 667 595 2454 321 2306 2278 148 274 894 101 1384 240 156 856 1324 80 773 220 115 54 719 609 54 555 250 83 110 88 397
internal_count=3121 667 595 2454 321 2306 2278 148 274 894 101 1384 240 156 856 1324 80 773 220 115 54 719 609 54 555 250 83 110 88 397
is_linear=0
shrinkage=0.00196078


Tree=4553
num_leaves=31
num_cat=0
split_feature=2 156 0 15 160 10 133 401 15 148 447 49 43 158 1454 52 52 52 133 2 152 160 43 481 1456 402 1455 42 399 1416
split_gain=0.182157 0.14113 0.152331 0.107836 0.123363 0.1037 0.0771701 0.0811941 0.112376 0.0752061 0.0876805 0.0669699 0.0562495 0.0511386 0.0837409 0.0654761 0.0958754 0.0923161 0.0638838 0.0575963 0.0586458 0.0549079 0.0599635 0.0607163 0.0753736 0.0882301 0.0640951 0.0759223 0.0637153 0.0625788
threshold=0.12043500000000001 0.11659000000000001 0.062580000000000011 -0.41942499999999994 -0.077849999999999989 0.11294000000000003 0.091410000000000005 0.094270000000000007 -0.026084999999999994 0.090290000000000023 0.094005000000000019 0.12497000000000001 0.0061450000000000003 0.085030000000000008 0.088250000000000009 -0.0015799999999999998 -0.084699999999999984 0.029970000000000007 -0.54656499999999986 0.11747 0.083250000000000018 -0.55323499999999981 -0.54673999999999989 -0.050084999999999991 0.091180000000000011 0.10565000000000001 0.084305000000000005 0.083865000000000009 -0.088409999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 -6 7 8 12 10 13 -8 -2 18 15 16 -15 -17 -5 20 21 -20 -23 24 25 26 27 -24 -25 -30
right_child=1 -3 -4 9 5 -7 11 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 19 -21 -22 22 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0047175894293468449 0.0016714992245971717 0.0091096477138697604 -0.0078036935674026617 0.0088062126877839157 -0.0052276580872352325 0.0035211002780124547 0.0064037611418300208 0.0063336035624767355 -0.0050476428288488816 0.0098100358829833565 -0.0027811652670303982 -0.00055089076980948445 -0.0028832700015327924 0.006624075663514817 -0.00099730106248032487 0.013506780023730937 0.0014239051972981542 0.0059471455638829092 -0.0015886415860482624 0.0077237317251274366 -0.0016864594834094698 0.0089997184427920741 0.0096638668577229102 0.0081726266036706956 0.011046236876863987 -0.0013471217699010263 0.00037823915038080443 0.0044184076348854533 0.0032131614903227069 0.0076703566446667537
leaf_weight=40 152 21 20 23 42 20 45 21 39 20 21 20 33 78 21 21 65 70 21 32 22 20 44 27 20 22 21 74 2014 32
leaf_count=40 152 21 20 23 42 20 45 21 39 20 21 20 33 78 21 21 65 70 21 32 22 20 44 27 20 22 21 74 2014 32
internal_value=0 0.00116082 0.000654985 0.00357893 0.000387882 -0.00240548 0.00120071 0.000388031 -0.000169367 0.00370093 0.00365479 0.00426387 0.000859027 0.00370624 0.00505189 0.00559476 0.00426036 0.00769168 0.00356158 0.00351022 0.00345203 0.00350129 0.00354829 0.00349992 0.00525637 0.00453713 0.00546846 0.00637434 0.00334656 0.00328287
internal_weight=0 351 330 2770 102 62 310 245 224 2668 2648 65 185 2627 255 234 143 91 2372 2349 2317 2295 2274 2254 181 161 139 118 2073 2046
internal_count=3121 351 330 2770 102 62 310 245 224 2668 2648 65 185 2627 255 234 143 91 2372 2349 2317 2295 2274 2254 181 161 139 118 2073 2046
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=31
num_cat=0
split_feature=3 96 2 156 12 455 15 4 148 4 1375 43 49 1374 4 0 456 12 0 12 3 1456 43 3 457 150 16 0 403 43
split_gain=0.149978 0.0922247 0.0771598 0.068214 0.0658151 0.0612082 0.058882 0.119219 0.0600905 0.0580201 0.0574257 0.0875763 0.0554687 0.0919789 0.0850765 0.0815319 0.0860879 0.116053 0.0780095 0.110136 0.076887 0.0882556 0.0877698 0.0699659 0.0794616 0.0685371 0.0618737 0.113185 0.236372 0.0841994
threshold=0.31299000000000005 0.087655000000000025 0.12043500000000001 0.116275 -0.42850999999999995 0.092985000000000012 -0.41942499999999994 0.50500500000000004 0.090290000000000023 0.010840000000000001 -0.16449999999999998 -0.073959999999999984 -0.008964999999999999 0.085030000000000008 -0.021294999999999998 -0.14832499999999996 0.087515000000000009 0.086345000000000019 -0.13027499999999997 0.084795000000000023 -0.082039999999999988 0.04871000000000001 -0.086909999999999987 -0.11171999999999999 -0.081674999999999984 0.084680000000000019 -0.08231999999999999 -0.071339999999999987 -0.53101999999999994 -0.50775499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 6 7 -1 10 -6 11 -8 14 15 23 -14 18 -18 19 -17 21 22 -16 -12 -25 -24 27 28 -20 -28
right_child=4 -3 3 -5 9 -7 8 -9 -10 -11 12 -13 13 -15 20 16 17 -19 26 -21 -22 -23 25 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0060824890807271012 0.0031592621830558139 -0.0029334484620485456 0.0011668397215488916 0.0072249510907568043 0.00071339737283202215 0.0087084635914791205 0.0038174128334503622 0.0029118612415215597 0.0088290323276305569 -0.0045151439939879563 0.01002338949945711 -0.0051424011634662748 0.0060238953829341675 0.0103385053970851 0.00081497300607598811 -0.0037318456491144993 0.012250698984600605 0.0021668183395550365 -0.0067977596679702412 0.0053807511748302549 0.003127803984941144 0.0044165928738520424 -0.0091624874784611166 0.0082857727194609859 0.0011371347809472354 -0.0014389731377984086 -0.0031551591237075627 0.010184821351043261 0.0042597533582664692 0.0030857784502048491
leaf_weight=20 35 25 263 20 41 21 24 56 20 44 21 20 123 20 73 36 25 21 20 21 145 34 20 23 48 27 22 30 579 1244
leaf_count=20 35 25 263 20 41 21 24 56 20 44 21 20 123 20 73 36 25 21 20 21 145 34 20 23 48 27 22 30 579 1244
internal_value=0 0.0031149 0.00316571 0.00159497 -0.000490357 0.00333078 0.00328851 0.000544927 0.00336883 -0.00199314 0.00332644 -0.00025523 0.00338868 0.0035887 0.00229344 0.00352505 0.00337122 0.00764719 0.00327046 -0.000374573 0.00147521 -8.08106e-05 -0.00135507 0.00495268 0.00345289 -0.00472557 0.0033801 0.00419076 0.00389055 0.00297733
internal_weight=0 3001 2976 283 120 2693 2672 76 2596 85 2576 44 2532 2141 391 2121 1998 46 1952 57 299 154 120 92 71 47 1895 629 599 1266
internal_count=3121 3001 2976 283 120 2693 2672 76 2596 85 2576 44 2532 2141 391 2121 1998 46 1952 57 299 154 120 92 71 47 1895 629 599 1266
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 1 47 16 2 14 14 16 13 52 159 1 2 0 131 43 1 1 0 16 0
split_gain=25.5736 4.11801 2.67807 2.2894 1.83545 1.27513 1.06593 0.987327 0.733132 0.697395 0.505582 0.422894 0.484856 0.410819 0.382726 0.317307 0.327106 0.316139 0.303045 0.299255 0.455069 0.37899 0.271367 0.266504 0.257326 0.253249 0.222549 0.28708 0.211191 0.199965
threshold=0.10538500000000002 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.27834500000000006 0.089775000000000008 0.077845000000000011 0.091195000000000012 0.090100000000000013 -0.105305 0.17025000000000004 0.062655000000000016 -0.46166999999999997 0.042200000000000008 -1.0000000180025095e-35 -0.56176499999999996 0.082105000000000025 0.086920000000000011 0.097845000000000015 -0.14001499999999997 0.09031500000000002 -0.080084999999999976 0.15964000000000003 0.085110000000000005 -0.070154999999999981 -0.079504999999999978 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 11 6 8 -6 10 -5 14 15 -13 17 28 -3 29 -4 -10 20 22 -22 -20 -2 -11 -15 27 -21 -1 -17
right_child=1 2 13 9 7 -7 -8 -9 18 24 -12 12 -14 25 -16 16 -18 -19 19 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010856245303346194 0.0010952455989012482 0.00066124296556877829 0.00030073632151304629 0.00096828993148997391 0.00092156989159644198 0.00069429729365153253 0.00062241719622687524 0.00054890875845331575 0.0011329948952943977 0.000676803264204056 0.00096375463527931086 0.00053082565243682284 0.00090037288090316745 0.00027069389948242313 0.0012201163317326019 0.00062085940949689502 0.00023821787448490367 0.00051749229853628297 0.0011952059905903012 0.0010776022186521946 0.00061707786996574967 0.0009121101515885935 0.00096317591472697909 0.00084467581206677008 0.00041438076562960361 -1.6112062331362098e-05 0.0012402510053080781 0.00084834573190419277 0.0010314256069603141 0.00044816068626830923
leaf_weight=543 47 31 86 28 82 48 26 41 46 51 220 39 21 29 59 31 25 37 20 84 26 47 624 25 20 20 21 28 563 153
leaf_count=543 47 31 86 28 82 48 26 41 46 51 220 39 21 29 59 31 25 37 20 84 26 47 624 25 20 20 21 28 563 153
internal_value=0 0.000565345 0.000511751 0.000998329 0.000595634 0.00101061 0.00101719 0.00079735 0.00102169 0.000706229 0.00104996 0.000512931 0.000660167 0.000305456 0.00106624 0.000476122 0.000448664 0.000365939 0.000977985 0.000969596 0.00095375 0.00080703 0.000970382 0.00100824 0.000602881 0.00015363 0.00105502 0.00102029 0.00105804 0.000477257
internal_weight=0 667 595 2454 423 2355 2307 123 2281 99 1385 300 60 172 1165 240 209 123 896 850 717 73 644 72 71 49 133 112 1106 184
internal_count=3121 667 595 2454 423 2355 2307 123 2281 99 1385 300 60 172 1165 240 209 123 896 850 717 73 644 72 71 49 133 112 1106 184
is_linear=0
shrinkage=0.00196078


Tree=4556
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 3 1 2 2 0 1 47 2 12 2 4 48 12 51 0 12 157 160 4 3 47 43
split_gain=34.2659 5.31622 3.43096 2.91341 2.31303 1.72459 1.14396 1.07335 1.02543 1.00952 0.954861 0.743776 0.644086 0.789526 0.646041 0.628687 0.567129 0.554529 0.551598 0.411568 0.400826 0.397197 0.346945 0.424831 0.324369 0.285724 0.284466 0.538686 0.256479 0.297251
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.062655000000000016 0.13082500000000002 0.11658 0.093205000000000024 0.11474000000000002 0.13501500000000002 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.14838000000000004 0.091475000000000015 0.094835000000000017 0.42051500000000003 0.082620000000000013 0.095780000000000018 0.087505000000000013 -0.14723999999999998 0.084290000000000018 -0.08107499999999998 -1.0000000180025095e-35 -0.52556499999999995 -0.14989499999999997 0.090100000000000013 -0.087324999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 12 15 11 17 -6 19 13 22 21 18 26 -5 -4 20 -7 -15 -1 -24 -18 -20 -14 -28 29 -3
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 -13 16 14 -16 -17 24 -19 25 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013163650857991186 0.001111968586825987 0.00031728390038159547 0.0005721417448936618 0.0012203500236680964 0.0010372645081015437 0.0011722125574346665 0.0013754738643043801 0.00071274794911001097 0.00063866654122836711 0.00065397054045833361 0.00060266767527351818 0.00077128848134997536 0.0013919505697991843 0.00058551206647945307 0.0011637843692419577 0.0002037389841853327 0.00086450150731200636 0.00085916659676879906 0.00049242906384497495 0.00090471961258785567 0.0010221584388052964 0.00093616044556901485 0.0008184407505334592 0.0011477472361779526 0.0011079516923946187 0.00026191417378939539 0.0008527384256469268 0.0011774014645675914 0.00073315318874722602 0.00057031780973841584
leaf_weight=29 72 20 55 26 77 133 83 34 27 65 26 37 23 27 20 84 22 44 29 52 141 23 20 61 483 72 20 1118 32 166
leaf_count=29 72 20 55 26 77 133 83 34 27 65 26 37 23 27 20 84 22 44 29 52 141 23 20 61 483 72 20 1118 32 166
internal_value=0 0.000608746 0.000547851 0.00110994 0.000685415 0.00112624 0.00115029 0.000386692 0.00100732 0.00082993 0.00092756 0.00103474 0.00114016 0.00102873 0.000865946 0.000340501 0.0011522 0.00099332 0.000414141 0.00106464 0.00109499 0.00074681 0.00113233 0.00106644 0.00109735 0.000328102 0.00117606 0.0011717 0.000571006 0.00054311
internal_weight=0 667 595 2454 321 2319 1929 274 390 135 103 363 1846 180 70 240 1666 70 156 326 274 50 110 81 505 101 1161 1138 218 186
internal_count=3121 667 595 2454 321 2319 1929 274 390 135 103 363 1846 180 70 240 1666 70 156 326 274 50 110 81 505 101 1161 1138 218 186
is_linear=0
shrinkage=0.00196078


Tree=4557
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 2 52 4 2 47 50 14 1 0 15 0 12 39 14 16 47 160 3 13 4 16
split_gain=31.3646 3.52762 3.22509 1.84172 1.7937 1.56046 1.35025 0.961172 0.925414 0.761836 0.697723 0.681156 0.617848 0.553445 0.535159 0.523551 0.435461 0.427044 0.558305 0.425794 0.638834 0.373308 0.367978 0.388114 0.339543 0.340706 0.290673 0.26474 0.262906 0.260265
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.09141500000000001 -0.025214999999999998 -0.16363499999999997 0.11389000000000002 0.048770000000000008 0.00063500000000000004 0.11177500000000001 0.077555000000000013 0.11266000000000001 0.076175000000000007 0.122715 -0.11173999999999999 -0.095244999999999982 -0.088774999999999979 0.12757000000000002 0.094675000000000009 0.062655000000000016 0.10994000000000002 0.091680000000000011 0.092070000000000013 0.092670000000000016 -0.47860499999999995 -0.036839999999999991 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 16 7 15 21 -5 13 27 19 -9 22 -14 17 28 18 -4 -8 -21 -3 23 26 25 29 -1 -7 -2 -10
right_child=1 5 6 8 -6 10 11 12 24 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096370006183616255 0.0011471907794475555 0.00049145258047994891 0.001170783913603016 0.0010589056402671043 0.00053483986791897471 0.00020075537589728939 0.0012301586282138777 0.00083620444018826399 0.0007075252591115164 0.00066263322401360187 0.00044170324818200017 0.00092867467823311994 0.00048453241867225786 0.001279306546322873 0.0008317884683859448 0.0013281888923173466 0.00072140172919689187 0.0011231392119036767 0.00077243797518760629 0.0010540561208975732 0.00074531382183796611 0.00030227723510662231 0.0012536292625408548 0.0011442980945294856 0.00087202209402005321 0.00087768806692431955 0.00071876652329169277 -6.9898743033287378e-05 0.00091748586185676185 0.00051194904195674032
leaf_weight=98 30 89 24 31 74 33 49 39 47 22 34 223 91 33 21 46 29 1145 31 564 27 73 20 38 31 20 23 24 53 59
leaf_count=98 30 89 24 31 74 33 49 39 47 22 34 223 91 33 21 46 29 1145 31 564 27 73 20 38 31 20 23 24 53 59
internal_value=0 0.000548278 0.0010503 0.00089383 0.000771727 0.000445403 0.00108161 0.00051111 0.000749315 0.00100994 0.000219399 0.001022 0.000623656 0.00104598 0.000549643 0.0011229 0.000928242 0.00111503 0.000946262 0.00105451 0.00103995 0.000406207 0.00100296 0.000971431 0.000688186 0.000642956 0.000917142 8.67957e-05 0.00100051 0.000598667
internal_weight=0 590 2531 422 186 404 2109 313 188 234 91 863 151 212 112 1246 112 1200 55 640 591 162 179 159 157 126 121 57 83 106
internal_count=3121 590 2531 422 186 404 2109 313 188 234 91 863 151 212 112 1246 112 1200 55 640 591 162 179 159 157 126 121 57 83 106
is_linear=0
shrinkage=0.00196078


Tree=4558
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 14 2 1 4 12 12 4 2 49 1 2 52 1 51 48 1 124 1 1 1 4 11 2
split_gain=35.6211 5.5924 2.93161 2.74165 1.89048 1.85478 1.42212 1.24935 1.24454 1.09545 1.06926 0.800366 0.615646 0.614731 0.584073 0.533211 0.514657 0.432462 0.416146 0.447259 0.409807 0.503953 0.310542 0.304587 0.302862 0.295345 0.281935 0.265312 0.217224 0.198875
threshold=0.10538500000000002 -0.059315 0.056590000000000008 0.27834500000000006 0.11362000000000001 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.27834500000000006 0.089410000000000003 0.13597000000000004 -0.15289999999999995 0.089775000000000008 -0.054984999999999992 0.16175000000000003 0.094835000000000017 -0.56176499999999996 0.089770000000000016 -0.09193999999999998 0.090225000000000014 0.12958500000000003 -0.081214999999999982 0.12408500000000001 0.091195000000000012 0.13075500000000004 -0.51843499999999987 0.084680000000000019 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 23 10 22 17 14 -6 -13 -10 25 -2 -7 -4 -16 27 -21 -22 -8 -3 -15 -1 29 -20 -17 -5
right_child=1 5 9 26 11 16 8 -9 13 -11 -12 12 -14 24 18 28 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012284060322114939 0.00079675549887381141 0.00050843537452440943 0.0012720805586747873 0.00084884649509586654 0.00060795187000550473 0.00036986222316425752 0.0010610405880287156 0.0014287489296861999 0.00092741577356469397 0.0007079555613290617 0.00074600510292249127 0.0010922941812301049 0.0007672284424555401 0.00061297010358110898 0.0013292830831864301 0.001072074795225356 2.8968128887892995e-05 0.00094353069083716735 0.0013728045482261507 0.0012112593796907685 0.00066290719271928022 0.0010825971762339274 0.00075140153295269203 0.00028515528058907128 0.0004197160399455428 0.0011486474803542495 0.00044355099911198896 0.0011432902531534565 0.0012610143360992272 0.0006121707931273304
leaf_weight=1102 23 46 24 21 20 90 33 85 20 68 21 112 28 121 45 87 21 43 20 20 22 22 20 48 42 213 24 609 32 39
leaf_count=1102 23 46 24 21 20 90 33 85 20 68 21 112 28 121 45 87 21 43 20 20 22 22 20 48 42 213 24 609 32 39
internal_value=0 0.000653154 0.00116416 0.000903956 0.00118052 0.000524625 0.000598375 0.00119576 0.000679611 0.000883279 0.00118621 0.000974865 0.00102728 0.000602982 0.00119071 0.00107006 0.000305369 0.00106122 0.00114656 0.0011347 0.000978536 0.000872752 0.000944196 0.00039442 0.000563175 0.00121549 0.000623163 0.00115059 0.00112288 0.000695007
internal_weight=0 667 2454 226 2319 441 330 2159 236 135 2074 160 140 183 2053 142 111 67 738 693 64 44 53 94 163 1315 84 629 119 60
internal_count=3121 667 2454 226 2319 441 330 2159 236 135 2074 160 140 183 2053 142 111 67 738 693 64 44 53 94 163 1315 84 629 119 60
is_linear=0
shrinkage=0.00196078


Tree=4559
num_leaves=31
num_cat=0
split_feature=1 3 1 1 1213 12 4 133 150 13 2 34 13 51 3 39 12 482 4 43 133 133 16 1210 4 1204 4 1212 157 133
split_gain=0.470346 0.106177 0.099558 0.0781405 0.105619 0.0937892 0.0687859 0.0644114 0.116965 0.104373 0.0701697 0.0681612 0.0640615 0.0867401 0.0633002 0.0607272 0.0670955 0.0862508 0.0762745 0.12135 0.0754649 0.125004 0.103305 0.0735924 0.0732446 0.076143 0.0738208 0.0638156 0.06373 0.067227
threshold=0.10920500000000001 -0.049509999999999992 0.16540500000000002 0.089625000000000024 0.0036000000000000003 0.085885000000000017 -0.03898999999999999 0.086990000000000012 0.116995 -0.061684999999999997 0.11362000000000001 -0.028109999999999996 -0.090799999999999978 0.087305000000000008 0.10732000000000001 0.10076500000000001 0.087695000000000009 0.089925000000000019 -0.15764999999999998 -0.053764999999999993 0.11269500000000002 0.10466000000000002 -0.076354999999999992 -0.3960249999999999 -0.085594999999999991 -0.082884999999999986 -0.08713499999999999 0.14135500000000004 -0.089089999999999989 0.084415000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 14 5 12 -2 8 10 -9 11 -3 -5 -14 15 16 17 20 19 -18 21 28 -22 -20 26 -26 -25 -27 29 -1
right_child=1 2 -4 4 -6 -7 -8 9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 23 -21 22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.015184125830621823 0.0095358434178295648 0.0019267182903025639 -0.0037994980625808239 -0.00015489011360653518 -0.0013212768741968004 0.0068256052849089135 0.004361414627899649 0.0032703346295401138 -0.0027643586547734839 -0.0040669149239406441 0.0029959913900270605 0.0084958871230940407 0.003978656790897493 0.009409773140214385 0.0017800942021422086 0.0024539704757532287 -0.0032222185816083641 0.00251153666582523 0.00053205354604870083 0.0072918981333951584 0.0077172562094597989 0.015559717174619438 -0.0016248453408479692 0.0074825382803756961 0.010850186237237519 0.0059944650296446071 0.01347025398381761 0.011457182588426143 0.0075293742695530233 0.0075383274679315165
leaf_weight=23 31 22 25 29 22 336 150 47 27 33 163 56 184 35 25 31 21 33 20 23 29 21 20 71 36 765 29 22 769 23
leaf_count=23 31 22 25 29 22 336 150 47 27 33 163 56 184 35 25 31 21 33 20 23 29 21 20 71 36 765 29 22 769 23
internal_value=0 0.00326029 0.00229592 0.00647312 0.00548062 0.00573686 0.00524764 0.0027338 0.00347711 0.000243719 0.00417637 0.00664304 0.00426179 0.00484664 0.00677982 0.00684439 0.00691583 0.0075312 0.00634348 0.0022738 0.00771838 0.00794194 0.00390415 0.00653337 0.00666341 0.00635289 0.00921898 0.00614717 0.00774565 0.0113612
internal_weight=0 554 373 2567 606 584 181 348 268 80 241 78 248 219 1961 1936 1905 918 987 44 885 836 49 943 923 823 100 787 815 46
internal_count=3121 554 373 2567 606 584 181 348 268 80 241 78 248 219 1961 1936 1905 918 987 44 885 836 49 943 923 823 100 787 815 46
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 150 0 15 2 4 1 4 12 4 11 0 47 1 0 15 3 49 47 15
split_gain=68.0605 10.2927 6.56607 5.53745 3.74666 3.61824 2.32893 2.28559 1.76882 1.74914 1.6215 1.215 1.08861 1.78714 0.975727 0.854763 0.848013 0.833073 0.63677 0.544281 0.541156 0.510808 0.446751 0.48463 0.352599 0.346302 0.330973 0.316867 0.314077 0.30373
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.13501500000000002 1.0000000180025095e-35 -0.10607499999999999 -0.11033999999999998 0.14960000000000004 0.0067750000000000006 0.083135000000000014 0.42051500000000003 0.09141500000000001 -0.52556499999999995 1.0000000180025095e-35 -0.060129999999999996 0.090100000000000013 0.11669000000000002 -0.07929499999999999 -0.14147499999999996 -0.13309499999999996 -0.054319999999999993 0.078875000000000015 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 14 -5 -6 11 20 13 28 17 18 -15 -4 19 -14 -7 -20 23 -3 -21 -25 -26 -10 -1 -16
right_child=1 2 7 8 9 10 -8 -9 27 -11 -12 -13 15 16 29 -17 -18 -19 21 24 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=0.001256256662940012 0.0012441846398881769 0.00050914139780312926 0.00042880606221096831 0.0011415820173498118 0.0011156196699566982 0.0011381055464423869 0.0016272520425395947 0.00067682523527402263 0.00072036387727541086 0.00055092634231436476 0.0007573324630000427 0.00075027182839302047 0.0016403894186242511 0.0011848399429659317 0.00013017199498302991 0.0011189069781525462 0.0008109268453412961 0.00013500613744347412 0.0012588638910922929 0.001334165641796517 0.0013545802668716669 0.0010054445380053914 0.0007020498151695593 0.00043601457886866278 0.00099811675174841814 8.3227294917200125e-05 0.0012688922965351272 0.00044626646417745072 0.0015774862672768386 -0.00012034019644913665
leaf_weight=22 69 144 58 34 71 343 76 37 34 30 48 29 21 39 30 104 58 103 417 968 51 33 33 23 21 20 100 31 25 49
leaf_count=22 69 144 58 34 71 343 76 37 34 30 48 29 21 39 30 104 58 103 417 968 51 33 33 23 21 20 100 31 25 49
internal_value=0 0.000527121 0.000444383 0.00123348 0.000635245 0.00125258 0.001291 0.000223204 0.000779196 0.000947889 0.00109886 0.00113762 0.00127687 0.00111331 0.00015327 0.00129102 0.000961263 0.000240847 0.0013025 0.00132772 0.00116613 0.00124028 0.000491713 0.000454595 0.00132169 0.000271927 0.0012219 0.00058964 0.00142712 -2.5209e-05
internal_weight=0 667 598 2454 321 2355 1884 277 99 101 471 423 1808 144 240 1664 97 161 1560 1110 394 450 220 187 1089 43 121 65 47 79
internal_count=3121 667 598 2454 321 2355 1884 277 99 101 471 423 1808 144 240 1664 97 161 1560 1110 394 450 220 187 1089 43 121 65 47 79
is_linear=0
shrinkage=0.00196078


Tree=4561
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 47 0 43 47 160 1 0 52 4 4 2 1 1 0 160 47 14 16 1 160
split_gain=17.2534 2.94833 1.82078 1.43766 1.33829 0.853625 0.792626 0.663136 0.422813 0.410036 0.395636 0.369414 0.398041 0.348361 0.296258 0.363615 0.369245 0.252407 0.242025 0.237003 0.227511 0.221863 0.184429 0.177811 0.199861 0.17425 0.25486 0.194102 0.182023 0.170719
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.076975000000000002 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.13082500000000002 -0.10096999999999999 0.08845500000000002 0.078875000000000015 0.08443500000000001 0.085760000000000017 -0.13843999999999998 -0.56176499999999996 -0.17966999999999997 0.0082450000000000006 0.25063000000000007 0.12337000000000002 0.10124500000000002 -0.079119999999999982 -0.081069999999999989 0.090100000000000013 -0.23083499999999998 -0.0073349999999999986 0.11551000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 -6 17 -5 20 12 13 14 15 16 -1 -7 -3 23 -4 25 29 -13 -25 26 -20 28 -28 -19
right_child=1 2 10 9 7 8 -8 -9 -10 -11 -12 19 -14 -15 -16 -17 -18 22 21 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00086049734669573158 0.00082269637015051325 0.00062111026653106883 0.00025358965980908072 0.00074558384604257928 0.00074928662966048396 0.00092894530374240257 0.0010500625364606689 0.00044369791177850145 0.00057830816573079891 0.00047686482665623855 0.00049382750735138406 0.00085915792971563818 0.00096586945145018686 0.00087296743603313667 0.00078092830830375727 0.00035087419108572015 0.00049621146505750963 0.00074608323218821801 0.00056651564641380862 0.00072531853348824801 7.62000208728681e-05 0.00030462207055515319 0.00057449305083091351 0.00067378342828268358 0.00082477876563222035 0.00056832836380873628 0.00045449626309954891 0.00024584721241678511 0.00027370924418348644 0.00083226587716552999
leaf_weight=20 76 20 122 34 86 36 67 40 48 61 22 1115 26 34 38 21 23 371 32 64 36 73 20 38 298 30 91 35 28 116
leaf_count=20 76 20 122 34 86 36 67 40 48 61 22 1115 26 34 38 21 23 371 32 64 36 73 20 38 298 30 91 35 28 116
internal_value=0 0.000458354 0.000413329 0.000809487 0.000481959 0.000819107 0.000840931 0.000652274 0.000754705 0.000573038 0.000247474 0.000832576 0.00074358 0.000701083 0.000643789 0.000562362 0.000665647 0.000770298 0.00041251 0.000842092 0.000213172 0.000398074 0.000759033 0.000847243 0.000807702 0.000429658 0.000407291 0.000374206 0.000411958 0.000766611
internal_weight=0 691 615 2430 435 2335 1744 126 591 95 180 1677 162 136 102 64 43 543 309 1515 158 289 507 1451 336 216 186 154 119 487
internal_count=3121 691 615 2430 435 2335 1744 126 591 95 180 1677 162 136 102 64 43 543 309 1515 158 289 507 1451 336 216 186 154 119 487
is_linear=0
shrinkage=0.00196078


Tree=4562
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 14 3 1 2 2 0 1 47 12 2 13 13 130 160 0 12 3 4 16 11 3 16 1
split_gain=38.7831 6.29363 3.48697 3.4193 3.01402 1.8066 1.29319 1.23309 0.999061 0.994448 0.767592 0.746507 0.727093 0.727389 0.609391 0.516529 0.479234 0.466115 0.422878 0.520046 0.643988 0.40298 0.456922 0.376693 0.354464 0.318671 0.316657 0.495582 0.304637 0.292249
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.40473500000000007 0.062655000000000016 0.11658 0.09253500000000002 0.17760500000000004 0.13501500000000002 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.090285000000000018 0.094835000000000017 -1.0000000180025095e-35 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.14723999999999998 0.084290000000000018 0.10299500000000002 -0.036839999999999991 -0.016164999999999995 0.082245000000000013 -0.10831999999999999 -0.091354999999999978 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 18 7 -6 12 11 16 17 26 13 21 28 -14 -5 -4 29 -20 -21 -1 -23 -19 -2 -22 27 -7 -15 -3
right_child=1 2 10 9 6 8 -8 -9 -10 -11 -12 -13 15 14 -16 -17 -18 23 19 20 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013950785746680795 0.0012861521016148958 0.00056910716398659168 0.00034647540845208211 0.0012686512439079535 0.0010769391744801936 0.00085432839806038512 0.0006448819800694423 0.001459999563788061 0.00070018368053670029 0.00070757357258652905 0.00011984471509530514 0.0008416469277499148 0.0012544852933490415 0.00065951723913453323 0.0012303174856831045 0.0011826414804977971 0.00092279071806230563 0.00041058329427066969 0.0003714975287370822 0.00097164271936780598 0.00069758486629652432 0.00086853045239752413 0.0012100482429579804 0.00079114380493467925 0.00099625701413435098 0.0004117892032452658 0.0012966804031776162 0.0011383997374339644 0.00096660347096757257 0.00039836056604161273
leaf_weight=29 50 119 90 24 84 26 39 83 25 66 42 37 1063 23 20 603 43 20 20 28 60 20 61 20 24 20 41 257 27 57
leaf_count=29 50 119 90 24 84 26 39 83 25 66 42 37 1063 23 20 603 43 20 20 28 60 20 61 20 24 20 41 257 27 57
internal_value=0 0.000652658 0.000586012 0.00118414 0.000680961 0.0012017 0.000939945 0.0012262 0.00107925 0.000878402 0.000350295 0.0011055 0.00121569 0.0010973 0.000941051 0.00122848 0.00104668 0.000424749 0.000576175 0.000661928 0.000715712 0.00119673 0.00112572 0.000600864 0.00119213 0.000626136 0.00113563 0.0011123 0.000825344 0.000513809
internal_weight=0 673 599 2448 427 2315 123 1929 386 133 172 361 1846 180 70 1666 67 130 304 128 108 110 81 40 74 80 324 283 50 176
internal_count=3121 673 599 2448 427 2315 123 1929 386 133 172 361 1846 180 70 1666 67 130 304 128 108 110 81 40 74 80 324 283 50 176
is_linear=0
shrinkage=0.00196078


Tree=4563
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 4 0 150 0 4 150 12 4 47 16 1 0 48 3 3 4 13 3
split_gain=56.7529 8.52819 5.67798 4.95269 3.45765 3.09478 1.73847 1.58211 1.49801 1.32484 1.13087 1.08478 0.774139 1.18713 0.778584 0.79247 0.772032 0.658944 0.466464 0.609542 0.436913 0.413048 0.345606 0.400106 0.317191 0.314464 0.350525 0.292969 0.29027 0.287714
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.14960000000000004 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 0.27834500000000006 1.0000000180025095e-35 0.090455000000000021 -0.52556499999999995 0.090100000000000013 -0.052894999999999991 0.076935000000000017 -0.030209999999999997 0.016865000000000002 0.0068900000000000012 0.11658 0.015030000000000002 -1.0000000180025095e-35 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 12 -5 11 -6 17 16 13 -1 15 -14 24 22 19 -15 25 -17 23 27 -4 -3 -27 -7 -18 -21
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 -13 14 18 -16 21 28 -19 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00098790679425347807 0.0011907835059148267 0.00042119942917067537 0.0006970454893453651 0.0011123985995247427 0.0011067163050781706 0.0011823606513747696 0.0015495674886478359 0.00058756256068790303 0.00066249969122247107 0.00062618013699630313 0.000769724657145315 3.4549155682525313e-05 0.001532116646414934 0.0016341658842329886 0.00079111390527201227 0.0011821897420635208 0.0001801422820973357 0.00081993520771171528 0.0012230076495180033 0.0010667172667309774 0.00073470561125991388 0.00093891737006959459 0.0012365112508324 0.00088032436499811651 0.00035941200458682049 0.00080702218427961946 0.00050531739390179348 0.0010545843848073645 0.00041165216396425459 0.0012934079015125923
leaf_weight=59 74 113 23 34 71 147 76 63 34 32 41 79 21 20 23 115 91 28 515 22 32 35 92 29 20 20 57 130 27 998
leaf_count=59 74 113 23 34 71 147 76 63 34 32 41 79 21 20 23 115 91 28 515 22 32 35 92 29 20 20 57 130 27 998
internal_value=0 0.0005628 0.00048522 0.00120572 0.000660505 0.00122364 0.00125905 0.000771526 0.000277307 0.000957424 0.00108075 0.000222738 0.00124684 0.00126091 0.00112981 0.00117537 0.00031508 0.00111068 0.00127127 0.00129517 0.000522746 0.00112543 0.00113113 0.00109945 0.000540007 0.000487048 0.000583682 0.00112239 0.000233115 0.00128852
internal_weight=0 673 599 2448 325 2351 1884 97 274 103 467 240 1808 1614 194 171 161 426 1555 1040 222 150 398 306 43 190 77 277 118 1020
internal_count=3121 673 599 2448 325 2351 1884 97 274 103 467 240 1808 1614 194 171 161 426 1555 1040 222 150 398 306 43 190 77 277 118 1020
is_linear=0
shrinkage=0.00196078


Tree=4564
num_leaves=31
num_cat=0
split_feature=1 155 2 457 15 11 160 0 2 41 4 482 0 124 10 4 15 0 1 2 16 13 0 0 2 3 3 2 133 49
split_gain=1.02896 0.281184 0.183955 0.172328 0.188865 0.134031 0.130912 0.111353 0.100003 0.0967861 0.0846976 0.0962466 0.123884 0.0835981 0.0811606 0.0750902 0.0749014 0.08632 0.083956 0.0738548 0.070968 0.0762184 0.0707759 0.0706797 0.0695256 0.069765 0.0951626 0.0651005 0.0650203 0.0632791
threshold=0.10124500000000002 0.11245500000000001 0.12043500000000001 0.079590000000000008 -0.41942499999999994 0.084110000000000004 -0.077849999999999989 0.22582000000000002 -0.0050599999999999994 0.083035000000000012 -0.15764999999999998 0.090355000000000005 -0.026509999999999995 -0.065909999999999982 0.11294000000000003 0.042705000000000007 -0.03241999999999999 -0.10474999999999998 0.13968000000000003 0.10252500000000002 -0.44310499999999992 -0.086804999999999979 -0.14832499999999996 -0.14794999999999997 0.121465 0.10299500000000002 0.12745000000000004 0.090175000000000019 -0.0077049999999999992 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 8 -2 15 13 10 -4 12 16 -6 -8 24 17 23 -19 -10 -17 28 -21 -12 25 -1 -27 -23 -22 -5
right_child=1 -3 9 29 5 -7 14 -9 19 -11 11 -13 -14 -15 -16 20 -18 18 -20 22 21 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0098692890291150193 0.0072292994377494329 0.011440833799089447 0.0073814454316161572 -0.0025110624938471512 0.0069106774579267951 0.015409481296823783 -0.0029208486458580747 0.001975104594603181 0.0095260781784456648 0.0091309208870370643 0.0025607836432754993 0.00636104530422017 -0.0070915868680458518 -0.0018432687222957611 0.0049492455407744275 0.010155628492106971 -0.0036377812628276074 0.0023151570709659627 -0.0048572662131239975 0.009836705335016762 0.0070374169259924783 0.012014593468484236 0.0036412411761746091 0.0099751696502789859 0.0055153390103115305 0.0011914972829717126 0.010492649613032964 0.0070151987316369614 -0.00074183247717363502 0.0037540851421286599
leaf_weight=1923 40 66 25 28 24 22 38 20 142 20 36 31 20 20 20 107 26 51 24 28 22 32 54 20 39 22 22 140 21 38
leaf_count=1923 40 66 25 28 24 22 38 20 142 20 36 31 20 20 20 107 26 51 24 28 22 32 54 20 39 22 22 140 21 38
internal_value=0 0.00519856 0.00461583 0.00581997 0.00662351 0.00790606 0.00282821 0.00940493 0.00729011 0.00245503 0.00188199 0.001221 0.000320769 0.00293161 -0.000207023 0.00946876 0.00126502 0.00223809 1.99816e-05 0.00814624 0.00805122 0.0070039 0.00575677 0.00520878 0.00969631 0.0097792 0.00584207 0.00794532 0.00323825 0.00109614
internal_weight=0 773 707 454 388 290 98 2348 268 253 233 208 177 44 58 2328 157 131 75 224 322 215 82 56 2006 1967 44 172 43 66
internal_count=3121 773 707 454 388 290 98 2348 268 253 233 208 177 44 58 2328 157 131 75 224 322 215 82 56 2006 1967 44 172 43 66
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=31
num_cat=0
split_feature=1 1 4 1 150 150 4 12 124 43 131 16 51 2 3 11 1443 13 13 11 151 160 157 52 2 0 49 401 50 402
split_gain=0.839106 0.145088 0.128062 0.119908 0.129198 0.116118 0.104012 0.0937102 0.0894092 0.0884268 0.0992276 0.0823166 0.0800064 0.0762697 0.135568 0.0806822 0.11294 0.0752727 0.0936334 0.0721336 0.0689154 0.0883758 0.0737039 0.0870819 0.0720948 0.0673912 0.110954 0.0666841 0.0962147 0.0680126
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 0.089625000000000024 1.0000000180025095e-35 0.085210000000000022 0.010840000000000001 -0.010834999999999999 -0.063929999999999987 0.084740000000000024 0.095715000000000008 -0.54656499999999986 -0.20636999999999997 0.097070000000000004 -0.11171999999999999 0.080455000000000013 0.089780000000000013 -0.088854999999999976 -0.083764999999999992 0.084680000000000019 -0.0062849999999999989 -0.4136149999999999 0.10977500000000003 -0.45478499999999994 0.097605000000000011 0.024095000000000002 -1.0000000180025095e-35 0.080710000000000018 0.12170000000000002 0.31115000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 13 7 -6 -7 -5 -2 10 -4 -8 -9 15 -15 16 27 -14 -19 -17 -16 -22 23 -23 -25 26 -3 28 -1 -29
right_child=1 25 9 4 5 6 11 12 -10 -11 -12 -13 17 14 20 19 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0088617165089628965 0.0026179912929364946 -0.003244288819882184 0.0026142474629718242 0.0038184485033008401 -0.00078404228569883296 0.0089292476113003345 0.0075148102250837158 0.014531506766797975 0.009548072983491156 0.0093754196643001508 0.0085672655608505007 -0.00064835458838691327 0.0033992623293670476 0.0018115868534598696 0.013779409471899271 0.017478098170388312 0.0014238522097002717 0.014781616875817152 0.0080500080793075648 0.0090866655390709639 0.012714787697777039 0.011976675257631918 0.0014082649291958661 0.0012625429523177446 0.0074779615968659412 -0.0037881177051791123 0.0036834042947208345 0.011568131097409801 0.0025962389893829825 0.0056216973091729669
leaf_weight=1249 24 29 224 51 33 57 21 20 83 27 32 30 32 38 20 21 20 22 340 20 33 41 20 20 279 21 114 153 25 22
leaf_count=1249 24 29 224 51 33 57 21 20 83 27 32 30 32 38 20 21 20 22 340 20 33 41 20 20 279 21 114 153 25 22
internal_value=0 0.00399725 0.00504667 0.00828853 0.00705908 0.00440748 0.00599377 0.00786311 0.00799366 0.00393244 0.00335837 0.00271295 0.00836136 0.00866847 0.00752733 0.0090093 0.00888718 0.00804816 0.00845911 0.0133847 0.00805324 0.00776183 0.00730781 0.00765484 0.00706221 0.00150167 0.00227849 0.00899019 0.00873877 0.0108206
internal_weight=0 554 390 2567 606 141 108 465 107 283 256 51 414 1961 451 1510 1469 394 362 41 413 393 360 340 299 164 143 1449 1274 175
internal_count=3121 554 390 2567 606 141 108 465 107 283 256 51 414 1961 451 1510 1469 394 362 41 413 393 360 340 299 164 143 1449 1274 175
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=31
num_cat=0
split_feature=1 2 10 133 42 13 1 12 484 3 9 14 12 16 4 39 15 3 2 0 0 13 43 0 0 159 1444 3 2 475
split_gain=0.679676 0.125511 0.151686 0.225712 0.103394 0.115826 0.0971257 0.106487 0.0964317 0.119309 0.0945621 0.0939942 0.0697086 0.0836527 0.120609 0.101916 0.0661794 0.0661645 0.0660187 0.120415 0.0708948 0.064703 0.139363 0.064511 0.0615614 0.0625447 0.0682632 0.0743674 0.129978 0.0764116
threshold=0.10920500000000001 0.11448000000000001 0.09820000000000001 0.085635000000000003 -0.019989999999999997 -1.0000000180025095e-35 0.089625000000000024 0.087215000000000015 -1.0000000180025095e-35 -0.079979999999999982 1.0000000180025095e-35 -0.072219999999999993 0.092255000000000018 -0.11676499999999999 0.51164000000000009 0.096625000000000016 -0.073184999999999986 0.0022600000000000003 0.10644500000000001 0.034820000000000011 -0.076899999999999982 -0.14819499999999997 0.035560000000000008 -0.13027499999999997 -0.23194499999999998 0.13810000000000003 -0.083144999999999983 -0.07359499999999998 0.083995000000000014 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 10 -3 12 18 8 -8 -10 -2 -7 13 15 -15 23 -5 -4 21 20 -20 22 -1 -6 -23 26 -26 29 -29 -28
right_child=1 4 17 16 5 11 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0069627226162564896 0.0070759947106223426 -0.0042467156361849249 0.0036846454700698024 -0.0041637499240182695 0.0033204040951095521 0.01111958191284667 0.011495325786527247 0.007502274042995704 -0.0014164014253765346 0.0051425545850249292 0.014243699829759343 0.003776434899231794 -0.0036656530424952513 0.0021304825428939823 -0.0067560444386409865 -0.00084681688621640215 0.0036845314856195316 -0.0039862026079473178 0.0032077988048490043 0.00022705193480540968 0.0079037749784225033 0.013042975705036004 0.016585871685917179 0.010434919070953933 0.0020996998197266034 0.013390611642971634 0.003875093111234558 -0.0015087568387389184 0.0069161290358666187 0.0082593372496610612
leaf_weight=34 149 23 23 21 25 23 20 346 32 208 21 72 25 56 21 25 22 22 39 29 183 23 27 26 21 20 41 20 217 1307
leaf_count=34 149 23 23 21 25 23 20 346 32 208 21 72 25 56 21 25 22 22 39 29 183 23 27 26 21 20 41 20 217 1307
internal_value=0 0.00359752 0.00520974 0.00632423 0.00219228 0.00273476 0.00745968 0.00635317 0.00482397 0.00426803 0.00796142 0.00555425 0.00122998 0.00202992 -0.000293116 0.00438352 -0.00014835 -6.55469e-05 0.00780162 0.00628717 0.00707881 0.00802392 0.0112221 0.00694741 0.00790561 0.00783294 0.00776373 0.00783877 0.00620517 0.00812599
internal_weight=0 554 258 213 296 273 2567 606 260 240 170 95 178 153 77 76 43 45 1961 251 222 1710 61 51 1649 1626 1606 1585 237 1348
internal_count=3121 554 258 213 296 273 2567 606 260 240 170 95 178 153 77 76 43 45 1961 251 222 1710 61 51 1649 1626 1606 1585 237 1348
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=31
num_cat=0
split_feature=1 1 4 2 2 400 133 133 160 52 15 160 1 16 52 15 133 49 159 159 43 131 14 0 49 16 49 49 43 16
split_gain=0.550538 0.112756 0.0931543 0.0819319 0.0795821 0.106957 0.0855639 0.158604 0.109358 0.126401 0.106498 0.119758 0.143204 0.107637 0.0898624 0.0866073 0.158094 0.0785135 0.112379 0.0752926 0.074681 0.0776233 0.0638416 0.0958311 0.0715114 0.098759 0.0627388 0.0812456 0.12245 0.295959
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 -0.13033999999999998 0.090425000000000019 -0.081749999999999975 0.076280000000000014 0.085815000000000016 0.030480000000000004 -0.52017999999999986 0.093575000000000019 -0.087429999999999994 0.083135000000000014 -0.073404999999999984 0.31359500000000001 -0.026084999999999994 -1.0000000180025095e-35 0.10347500000000003 0.0089800000000000019 0.04105000000000001 0.084740000000000024 0.095715000000000008 -0.42495999999999995 -0.0058249999999999994 -0.032624999999999994 -0.27167499999999994 0.11560500000000001 0.085970000000000005 -0.082144999999999982 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 -1 26 -6 8 -8 9 -7 11 12 14 -12 -11 -13 -17 18 -9 -2 21 -4 -3 24 -24 -26 27 -5 29 -29
right_child=1 22 20 4 5 6 7 17 -10 10 13 15 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0019085135497152806 0.0083705302597273223 0.0059228806553975402 0.0020268732464955976 0.0071096360411697481 -0.00034749915025895461 0.0080824985344673164 0.015295186669876179 0.0070033778202021491 0.0081880237251520157 0.0077354878511117862 0.010984116806708372 0.0033309622519980121 0.011569955335289706 0.004394111663329087 -0.0006345577248982315 0.0046830045292153956 -0.0047312646336980513 0.0043892989134771488 0.013130996500523693 0.0025228936442985173 0.0082146622447503946 0.0072920992613944692 -0.0035068412398686633 -0.0052419501356780534 0.00015994328658276222 0.0069084970927464646 0.0025642173863681303 0.0059610306773157347 0.0076357620885243137 0.022958463984541596
leaf_weight=35 76 23 224 1323 25 99 24 250 125 23 39 137 32 68 29 30 44 93 34 31 27 32 23 26 57 35 28 21 88 20
leaf_count=35 76 23 224 1323 25 99 24 250 125 23 39 137 32 68 29 30 44 93 34 31 27 32 23 26 57 35 28 21 88 20
internal_value=0 0.00323777 0.0041629 0.00671371 0.00678014 0.00611517 0.00627249 0.00741294 0.00554195 0.00488175 0.00409351 0.00311325 0.00630658 0.00679608 0.00306758 0.00184197 -0.000914669 0.00691115 0.00773697 0.00667636 0.00321259 0.00268503 0.00103776 0.000240894 0.00148049 0.00272733 0.0072528 0.00734321 0.00973874 0.0142525
internal_weight=0 554 390 2567 2532 1052 1027 401 626 501 402 295 84 107 52 211 74 377 284 107 283 256 164 141 115 92 1480 1452 129 41
internal_count=3121 554 390 2567 2532 1052 1027 401 626 501 402 295 84 107 52 211 74 377 284 107 283 256 164 141 115 92 1480 1452 129 41
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=31
num_cat=0
split_feature=1 4 11 4 2 10 133 14 51 39 3 2 1 13 13 13 394 52 1212 13 42 1 12 133 12 12 402 40 41 3
split_gain=0.448618 0.137035 0.106331 0.0892199 0.0831582 0.129665 0.117573 0.0852349 0.146393 0.109392 0.0773135 0.0716344 0.0649334 0.0743693 0.0858917 0.0614423 0.0914941 0.0840616 0.110339 0.104276 0.0757658 0.109586 0.0828602 0.132985 0.118551 0.107367 0.109 0.069506 0.06911 0.211378
threshold=0.10293500000000001 -0.39518999999999993 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 0.094860000000000014 0.0068000000000000014 -0.22253999999999999 -0.069944999999999993 0.085060000000000011 0.0022600000000000003 -0.13033999999999998 0.13869000000000004 -0.059629999999999996 -0.47860499999999995 0.038215000000000006 -0.038399999999999997 0.10347000000000002 0.055770000000000007 0.095120000000000024 -0.087299999999999975 0.088340000000000016 0.089210000000000025 0.089595000000000022 0.086345000000000019 0.085495000000000015 0.073745000000000019 -0.010334999999999999 0.075585000000000013 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 15 5 6 11 8 -6 -10 -7 -4 -9 14 -14 20 -17 18 -18 -19 21 22 24 -24 25 26 -1 -22 29 -29
right_child=1 2 4 -5 7 10 -8 12 9 -11 -12 -13 13 -15 -16 16 17 19 -20 -21 27 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.009442763010085356 0.0075376794370822613 -0.0042947217845357953 0.01227907560003752 -0.00018574612066996369 -0.00085371807463861154 0.0032411992798248926 0.0014982429693470925 0.0021954361448156454 0.012353497253859352 0.0027401178563013673 -0.0046700041918527517 0.0061189508423142676 0.00088448647409677505 0.0032155466772130002 -0.0081702096313661481 -0.0016437231388408691 0.007012643919676472 -0.0036724835722928961 0.00020812265574932098 0.0051079447687554513 0.0033219008171143311 0.014470805836996684 0.014120371645698564 0.0058080316974634403 0.0027790962933347779 0.014868158793542537 0.0005833073120032039 -0.0029345503784716132 0.0094437347259372483 0.006330786390555088
leaf_weight=41 70 20 22 22 26 30 52 248 29 20 21 133 20 23 22 20 203 21 27 38 81 24 39 38 65 20 21 25 68 1632
leaf_count=41 70 20 22 22 26 30 52 248 29 20 21 133 20 23 22 20 203 21 27 38 81 24 39 38 65 20 21 25 68 1632
internal_value=0 0.00332881 0.00288644 0.00615306 0.00310877 0.00450013 0.00561289 0.00218358 0.00521143 0.00842967 -1.63551e-05 0.00699329 0.00145805 -0.00135534 -0.00385845 0.00621207 0.00489738 0.00535005 0.00621385 0.00198271 0.00640985 0.00804882 0.00736074 0.0100182 0.00596876 0.00849715 0.00644198 0.00618479 0.00631922 0.006191
internal_weight=0 736 666 2385 646 258 207 388 75 49 51 155 313 65 42 2363 309 289 230 59 2054 248 224 77 147 82 62 1806 1725 1657
internal_count=3121 736 666 2385 646 258 207 388 75 49 51 155 313 65 42 2363 309 289 230 59 2054 248 224 77 147 82 62 1806 1725 1657
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 2 34 0 4 52 3 160 15 0 16 1 11 4 1 43 4 4 31 47
split_gain=42.656 7.22021 4.78435 3.13438 2.5044 2.09911 1.51616 1.22761 1.01287 0.955888 0.949609 0.702501 0.634163 0.586076 0.5675 0.530785 0.490225 0.802984 0.437627 0.427886 0.396155 0.39141 0.721483 0.485722 0.363454 0.304737 0.320057 0.301033 0.300925 0.296325
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.090425000000000019 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.11474000000000002 0.062655000000000016 0.14838000000000004 -1.0000000180025095e-35 -0.23091999999999999 0.27834500000000006 -0.56176499999999996 -0.12018999999999998 -0.037174999999999993 -0.43375999999999998 0.18019500000000002 -0.0087049999999999992 0.089770000000000016 1.0000000180025095e-35 -0.081114999999999979 0.090540000000000023 -1.0000000180025095e-35 0.0052350000000000009 0.23246000000000003 -0.077289999999999984 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 10 11 13 -5 27 16 12 28 -7 -14 -15 17 -1 -16 21 -19 22 25 -23 -18 26 -17 -6 -4 -3
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 -13 14 15 18 19 24 20 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085134856396522254 0.0012801203503820305 0.00065303114070104195 0.0004369493719993853 0.0011664293587965882 0.0012407334138106114 0.00091699535587157297 0.00081792245813949943 0.00089671074297108689 0.00075123382768794598 0.00071694268683480109 0.0015662686200425568 0.0002469367562162558 0.00075993588411237413 0.0014399226620705008 0.00062647372084673636 0.0012940634207760989 0.0013356693085662698 0.0011160047337705013 0.0003277678953428917 0.00093305357092735811 0.0015062723995423785 0.0012273036116989804 0.0016033382837971051 0.00086253608909307733 0.0012511532890321349 0.0011667941580053912 0.0011863066368369244 0.00099320028342452698 0.00011618212774516624 0.00085632239157954848
leaf_weight=23 76 199 22 37 51 24 37 48 58 26 59 84 34 43 33 290 1078 20 44 20 20 32 20 25 239 227 167 30 23 32
leaf_count=23 76 199 22 37 51 24 37 48 58 26 59 84 34 43 33 290 1078 20 44 20 20 32 20 25 239 227 167 30 23 32
internal_value=0 0.000709961 0.000639502 0.00126207 0.000796063 0.00127627 0.000448463 0.00120177 0.000912942 0.00104406 0.00132266 0.000391504 0.000469348 0.00121904 0.000548948 0.00122783 0.00131225 0.00114328 0.000455785 0.00121616 0.00131114 0.0012236 0.00123625 0.00106732 0.00132033 0.00122552 0.00125469 0.00114905 0.000273002 0.000681193
internal_weight=0 691 615 2430 338 2335 277 896 95 107 1439 240 156 848 111 824 1380 63 77 781 40 761 704 57 1317 684 457 81 45 231
internal_count=3121 691 615 2430 338 2335 277 896 95 107 1439 240 156 848 111 824 1380 63 77 781 40 761 704 57 1317 684 457 81 45 231
is_linear=0
shrinkage=0.00196078


Tree=4570
num_leaves=31
num_cat=0
split_feature=1 3 124 16 4 148 51 47 149 47 2 391 3 1 160 1 1447 1 1 159 13 483 1429 52 51 1209 1429 1374 43 1212
split_gain=0.498062 0.144226 0.108672 0.110157 0.0852747 0.0808841 0.0919446 0.117561 0.0840306 0.0919411 0.0640576 0.0876229 0.0653023 0.119255 0.13719 0.166154 0.0893844 0.0716725 0.0629724 0.0626751 0.0846624 0.0808805 0.0957298 0.180445 0.0670372 0.0705459 0.0719455 0.113817 0.0661798 0.0657833
threshold=0.10293500000000001 0.31299000000000005 0.0049200000000000008 0.51026500000000008 0.40124500000000002 -0.095079999999999984 0.10876000000000001 0.11370000000000001 0.077335000000000015 0.10589000000000001 0.090425000000000019 -1.0000000180025095e-35 -0.14186499999999996 0.08864000000000001 0.050340000000000003 0.096575000000000008 -0.082869999999999985 0.085475000000000009 0.15964000000000003 0.11389500000000001 -0.11122999999999998 -0.091839999999999991 0.084770000000000012 -0.057699999999999994 -0.15042499999999998 0.083050000000000013 0.083985000000000018 0.084595000000000017 -0.082389999999999977 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 10 -2 8 -8 9 -7 19 -12 17 16 15 -15 -14 -13 -3 20 -1 -22 24 -24 -23 26 27 29 -21 -26
right_child=1 18 -4 -5 -6 6 7 -9 -10 -11 11 12 13 14 -16 -17 -18 -19 -20 28 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011524580990852313 -0.0021625684263805551 0.0014463800310895363 -0.0011368949508727788 0.0075828565032178613 0.000372043055143546 0.0025523989515346757 0.011274562265086724 0.0029005395807325841 0.0086903613184889164 0.0071271136019598032 -0.00057445286307483917 0.0056285614257349688 0.011901917160247211 -0.008241482309531421 0.0070409427439285955 0.0039870969532057642 0.0060408612834727243 0.011910098438294462 -0.004610522734444766 0.0074870541132986551 0.011762844768485853 0.01284225477022119 -0.0031174315691546162 0.0071404458038469261 0.0070807265323116686 0.009364410841017556 0.01229844822690053 -0.00016351257606099051 -0.00037829266537142838 0.0046138949726601359
leaf_weight=43 21 94 36 98 22 317 38 30 30 51 20 34 27 20 33 25 717 39 21 20 35 20 27 47 949 115 23 24 23 122
leaf_count=43 21 94 36 98 22 317 38 30 30 51 20 34 27 20 33 25 717 39 21 20 35 20 27 47 949 115 23 24 23 122
internal_value=0 0.0035933 0.0041957 0.00452386 0.00656911 0.0039083 0.00418187 0.00758014 0.00360127 0.00318639 0.00662681 0.00597183 0.00611812 0.00586356 0.00214358 -0.00144783 0.00625356 0.00898445 0.000340337 0.00704069 0.00715579 0.00701786 0.00689271 0.00339771 0.00709912 0.00700596 0.00676337 0.00664711 0.00328001 0.00679972
internal_weight=0 736 621 585 2385 487 466 68 398 368 2363 915 895 822 78 45 744 73 115 1448 1405 1362 1327 74 1253 1233 1118 1095 43 1071
internal_count=3121 736 621 585 2385 487 466 68 398 368 2363 915 895 822 78 45 744 73 115 1448 1405 1362 1327 74 1253 1233 1118 1095 43 1071
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=31
num_cat=0
split_feature=1 1 16 47 1 402 14 10 52 14 4 156 3 160 1 393 1456 43 14 15 51 16 2 472 3 0 15 49 15 160
split_gain=0.409982 0.116509 0.115022 0.0729301 0.0913161 0.0745912 0.0707666 0.0701087 0.0928229 0.119765 0.0658607 0.0621135 0.0598527 0.154069 0.26106 0.0634993 0.0592258 0.0736108 0.0977411 0.0802392 0.056904 0.0555439 0.0852359 0.0540889 0.0660619 0.0540395 0.140431 0.0623594 0.132977 0.0531491
threshold=0.11866500000000001 0.094385000000000011 0.40020000000000006 0.085505000000000012 0.14262000000000002 0.09388500000000001 0.062655000000000016 -0.074314999999999978 -0.065544999999999978 -0.10708499999999999 0.057560000000000007 0.085790000000000019 -0.11171999999999999 -0.037174999999999993 0.077845000000000011 0.12765500000000005 -1.0000000180025095e-35 0.060960000000000007 -0.10708499999999999 -0.036009999999999993 -0.20636999999999997 0.15273500000000004 0.090175000000000019 -1.0000000180025095e-35 -0.082689999999999986 -0.11173999999999999 -0.03241999999999999 -0.0087849999999999977 -0.092489999999999989 -0.24143499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 16 5 10 7 12 -2 20 -10 -5 -8 13 14 -1 25 -3 18 -18 -19 -9 22 -15 -4 -25 26 27 28 -14 -20
right_child=3 2 23 4 -6 -7 11 8 9 -11 -12 -13 15 21 -16 -17 17 19 29 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0067038961767178513 -0.002199475215195726 0.0077137445578617713 0.0044535121766763721 0.0091736628132981848 -0.0014543436869809574 -0.0045733164485898762 0.0073031760608991761 0.0022855781950056552 0.0094220131153947336 0.0022308673472751094 0.0034455089910640103 0.013583077042407932 -0.0016477525895461443 0.0075251019758676811 -0.0083629076490583636 0.011528522032313049 0.0075453859914670742 0.0035301804835735648 0.006324721719647642 0.011771986376316775 -0.0050077658967853968 0.010601020409111782 0.00073029245405147481 0.011811398811282982 0.0057898074874122227 0.0061462573190358312 -0.0012770810487887098 0.0082694411938163369 0.0091463854758157617 0.0020491576267303107
leaf_weight=23 39 35 43 34 22 21 63 20 29 115 49 21 25 48 23 21 42 27 32 21 23 22 30 38 35 1790 36 55 21 318
leaf_count=23 39 35 43 34 22 21 63 20 29 115 49 21 25 48 23 21 42 27 32 21 23 22 30 38 35 1790 36 55 21 318
internal_value=0 0.00568926 0.00444402 0.00206603 0.0042737 0.00112754 0.00602716 0.00165726 0.00246161 0.00367908 0.00579198 0.00887315 0.00591299 0.00396013 -0.000829506 0.00605936 0.0037546 0.00343967 0.00298706 0.00713597 -0.00161551 0.00616336 0.00491171 0.00726705 0.00892433 0.00599975 0.00408558 0.00599703 0.00328001 0.00244007
internal_weight=0 2769 591 352 105 247 2178 226 187 144 83 84 2094 146 46 1948 475 440 392 48 43 100 78 116 73 1927 137 101 46 350
internal_count=3121 2769 591 352 105 247 2178 226 187 144 83 84 2094 146 46 1948 475 440 392 48 43 100 78 116 73 1927 137 101 46 350
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=31
num_cat=0
split_feature=4 3 2 9 44 123 4 1 2 1 2 16 39 12 51 1447 159 15 402 42 2 12 48 16 149 43 16 51 10 14
split_gain=0.336181 0.119245 0.092013 0.083069 0.0820413 0.0815914 0.0749376 0.0995234 0.115883 0.118822 0.136445 0.106657 0.08965 0.0892632 0.0826271 0.0876268 0.0957119 0.0807726 0.0859917 0.105643 0.322317 0.0862678 0.0634146 0.073563 0.0954647 0.0946934 0.0909518 0.0816481 0.0795323 0.0673616
threshold=0.26450500000000005 0.20828500000000003 0.25063000000000007 -1.0000000180025095e-35 0.081805000000000017 0.083965000000000012 -0.082249999999999976 0.091535000000000019 0.09358000000000001 0.09253500000000002 -0.080614999999999978 -0.059624999999999991 0.083240000000000022 0.091085000000000013 -0.20636999999999997 -0.085804999999999979 -0.085179999999999992 0.101845 0.10842 0.087665000000000007 0.084885000000000002 0.085325000000000012 0.12118000000000002 -0.42170999999999997 0.07770500000000001 -0.076124999999999984 -0.29154999999999992 -0.065634999999999985 0.10223 -0.46825999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 5 6 -1 14 -8 9 -9 -11 -10 -13 -12 -5 -16 -17 18 19 -18 -21 -22 23 24 28 -25 -27 29 -2 -28
right_child=2 -3 -4 4 -6 -7 7 8 11 10 13 12 -14 -15 15 16 17 -19 -20 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0033539994640953163 0.00392225099025139 0.0011574841803737139 -0.0039921593561302871 0.012179671901024203 0.0099418181080469185 0.0049960659369826322 0.0053379917498108066 -0.0010919909176388474 0.0047008666964045362 -0.0025289339296120619 0.0094769229263032759 -0.0048954993646082197 0.0021645317429543607 0.0049354632258780491 0.00075915475646334309 0.012029995769262315 0.0059472135259703235 0.00079518397828435596 0.00089326511169302058 0.020479524924996356 0.010879763872362674 0.0024558546149262019 -0.0023605434573255482 -0.0033287677611853628 0.0094143054423122003 -0.001874154699544306 0.0056919879124810308 0.0085177064721938239 -0.0026484940223218431 -0.0023176251860734607
leaf_weight=22 150 73 24 22 38 25 1435 33 46 21 54 37 35 218 31 27 484 29 29 21 20 31 26 37 28 32 21 30 21 21
leaf_count=22 150 73 24 22 38 25 1435 33 46 21 54 37 35 218 31 27 484 29 29 21 20 31 26 37 28 32 21 30 21 21
internal_value=0 0.00514476 0.00200613 0.00525427 0.00532927 0.00108752 0.00526115 0.00493317 0.00362479 0.00459675 0.00523746 0.000939534 -0.00146354 0.00583708 0.00614915 0.00595172 0.00620284 0.0059466 0.00620197 0.00647886 0.0100527 0.00575935 0.00239946 0.00276346 0.00400161 0.001016 0.00256173 0.00453323 0.00311532 0.00168718
internal_weight=0 2731 390 2658 2611 47 2573 1879 444 326 293 118 72 272 694 672 641 614 585 556 72 51 366 340 199 141 104 72 171 42
internal_count=3121 2731 390 2658 2611 47 2573 1879 444 326 293 118 72 272 694 672 641 614 585 556 72 51 366 340 199 141 104 72 171 42
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=31
num_cat=0
split_feature=2 1 399 106 155 2 0 124 158 3 447 0 16 51 474 1455 42 15 16 51 1 15 43 1443 13 43 11 13 4 403
split_gain=0.277231 0.131005 0.0984463 0.0820453 0.0684947 0.058095 0.0577218 0.0558213 0.0550076 0.0670998 0.0547955 0.054524 0.0536331 0.0887158 0.0774986 0.0866806 0.113474 0.094107 0.0940353 0.068935 0.163426 0.0647453 0.0706028 0.0581064 0.0595094 0.0761748 0.0833878 0.0658845 0.0855446 0.0583651
threshold=0.13404500000000005 0.094385000000000011 1.0000000180025095e-35 0.087690000000000004 0.083440000000000014 0.31765000000000004 -0.074824999999999989 0.0049200000000000008 0.097560000000000022 0.30112000000000005 0.089095000000000021 -0.062294999999999996 0.19444000000000003 -0.22411499999999998 0.032465000000000008 0.068185000000000009 0.097640000000000018 -0.076244999999999993 0.26435500000000006 -0.095579999999999984 0.079415000000000013 -0.067579999999999987 -0.072269999999999987 0.084655000000000022 0.054800000000000008 -0.14035499999999998 1.0000000180025095e-35 0.14871000000000004 -0.010384999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 7 6 -2 8 9 -3 12 -8 13 -1 15 16 17 -14 -19 20 -15 -20 -23 24 25 29 -27 28 -26 -21
right_child=5 2 -4 -5 -6 -7 11 -9 -10 -11 -12 -13 14 19 -16 -17 -18 18 21 23 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.011493778838352724 -0.00078634978993467886 0.0036729709714641203 -0.003336283945966335 -0.0011155151070228644 0.0061996595507315807 -0.0035382779184728861 0.0064118435966872408 -0.0015149648047306321 0.0067862537037581203 -0.00028988209037863197 -0.00025871824007481339 0.0016864226337360299 0.006477509509949457 0.0054621541331289344 0.0064509850902729404 0.0080378877425876759 0.0080143461758068399 -0.0070239872368983922 -0.0039156100712716578 0.011193336267943348 -0.0056089465320110325 0.0055491708611953077 -0.0012632572232617132 0.0083592754666154314 -0.00019463325808034609 0.0050678212706657963 0.010483492464469425 0.0054516143039412181 0.0061743056102811049 0.004971977909095586
leaf_weight=22 71 470 21 35 105 25 31 22 50 47 20 115 21 40 68 24 23 20 23 38 20 32 29 57 71 1450 29 87 30 25
leaf_count=22 71 470 21 35 105 25 31 22 50 47 20 115 21 40 68 24 23 20 23 38 20 32 29 57 71 1450 29 87 30 25
internal_value=0 0.00455055 0.00341402 0.00360847 0.00384671 0.00102652 0.00155242 0.00342726 0.00361902 0.00331271 0.00495092 0.00268977 0.00500033 0.00518104 0.00359306 0.00246318 0.00155917 0.000371423 -0.000861536 0.00510584 0.00177179 0.000605714 0.00231048 0.00521779 0.00511428 0.00531907 0.00517401 0.00343458 0.00169713 0.00872454
internal_weight=0 2879 750 729 694 242 217 589 567 517 2129 146 2109 1869 240 172 148 125 104 1847 60 84 61 1787 1730 1542 1479 188 101 63
internal_count=3121 2879 750 729 694 242 217 589 567 517 2129 146 2109 1869 240 172 148 125 104 1847 60 84 61 1787 1730 1542 1479 188 101 63
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 39 1 2 4 47 0 49 4 12 1 52 49 52 12 4 3 3 2 52 16 49 16 16
split_gain=25.2045 4.04667 2.22195 1.95215 1.58127 1.25394 0.937522 0.933651 0.684569 0.661213 0.650162 0.497865 0.487042 0.626163 0.467854 0.45982 0.430025 0.368707 0.368672 0.353516 0.321765 0.371743 0.337519 0.266293 0.247843 0.2411 0.236434 0.337924 0.232427 0.215429
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 0.087735000000000021 0.077845000000000011 0.14122000000000004 -0.17966999999999997 0.078345000000000012 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 -0.42850999999999995 0.083135000000000014 -0.53964499999999982 -0.054984999999999992 -0.56176499999999996 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 -0.0063699999999999989 0.15950500000000004 0.039215000000000007 -0.018494999999999998 -0.052259999999999994 -0.071854999999999988 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 12 10 -4 19 -3 -9 13 16 20 -6 -1 -2 -19 -7 21 -14 -23 -18 -17 28 -12 -28 -21 -27
right_child=1 4 8 -5 15 9 -8 11 -10 -11 26 -13 14 -15 -16 24 23 18 -20 25 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.00097556177745847141 0.0010466609411509727 0.00091147142024162933 0.00094373014231188953 0.00052646678555520483 0.00039286306795745002 0.0011334415514762997 0.0012227955370675426 0.00033555609511905438 0.00057865363015050008 0.00065936623920612159 0.00060332321187738706 0.00060315835542091721 0.001309494269328291 0.0011266490164535496 0.0008815012303077512 0.00020740999973246031 0.00054368714381958921 0.00060886815090708548 0.00089400398512792638 0.00072523428748051319 0.00099622087261094457 0.00079990665834435339 0.0010522105894843863 0.00080991849769609188 -6.2033986015354889e-05 0.0010527882295113138 0.00064497613738193017 0.00033810713446286232 0.00089266156191286617 0.00090493516550928937
leaf_weight=48 45 22 28 85 35 28 79 125 67 41 124 34 21 36 96 35 20 22 84 40 839 21 696 52 21 61 22 37 157 100
leaf_count=48 45 22 28 85 35 28 79 125 67 41 124 34 21 36 96 35 20 22 84 40 839 21 696 52 21 61 22 37 157 100
internal_value=0 0.000555808 0.000980206 0.000764156 0.000447742 0.000992166 0.00101366 0.000505538 0.000686255 0.000896115 0.000592995 0.000392779 0.00100463 0.000899845 0.0010144 0.000216559 0.000831804 0.000897955 0.000834825 0.000921262 0.00102249 0.00105235 0.00104482 0.000735965 0.000106369 0.000904667 0.000554708 0.000452533 0.000858666 0.000960954
internal_weight=0 691 2430 236 455 2335 1908 364 95 427 205 159 1829 156 1673 91 120 151 106 386 1577 738 717 72 56 358 183 59 197 161
internal_count=3121 691 2430 236 455 2335 1908 364 95 427 205 159 1829 156 1673 91 120 151 106 386 1577 738 717 72 56 358 183 59 197 161
is_linear=0
shrinkage=0.00196078


Tree=4575
num_leaves=31
num_cat=0
split_feature=4 2 3 2 44 106 48 392 402 0 133 12 42 4 401 403 4 48 49 13 1426 3 3 14 43 4 0 1 3 2
split_gain=0.306075 0.109727 0.0772037 0.0682093 0.0601582 0.0710238 0.0580168 0.0550966 0.0533292 0.0823752 0.0803535 0.0955811 0.082962 0.078122 0.0918695 0.0851595 0.0657419 0.0517511 0.0671898 0.0538452 0.0515049 0.0592728 0.0962537 0.0673561 0.121206 0.0941505 0.0775922 0.135058 0.149281 0.0684664
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 1.0000000180025095e-35 0.086340000000000014 0.13983000000000004 0.091685000000000003 0.088375000000000023 -0.08867499999999999 0.11269500000000002 0.084795000000000023 -0.091729999999999992 -0.080744999999999997 0.11602000000000001 0.15011500000000003 -0.084369999999999987 0.12118000000000002 1.0000000180025095e-35 -0.065824999999999981 -0.094284999999999994 0.12745000000000004 0.10893000000000001 0.076975000000000002 -0.52440999999999993 -0.51843499999999987 -0.11437499999999999 0.083135000000000014 -0.03694999999999999 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 17 5 6 7 8 20 -10 11 -11 -13 16 15 -15 -14 18 -2 -20 -1 22 23 24 -22 -26 27 -27 -29 -25
right_child=3 -3 -4 -5 -6 -7 -8 -9 9 10 -12 12 13 14 -16 -17 -18 -19 19 -21 21 -23 -24 29 25 26 -28 28 -30 -31
leaf_value=0.0098622592055194452 0.0019416803736627725 -0.00078545964859200255 0.0015565007487090216 -0.0032133184722624719 0.0087236925230051079 -0.00026850124448537827 0.00056042892725339957 0.010009586987207117 0.0028863089862016015 0.012862612455324836 0.0018269785670175526 0.012810173111834697 0.0063911461120005706 0.013958949511870742 0.0044964443411136387 0.0055348041452816694 -0.0017169927200302482 -0.0020102446146595936 0.001387328486002627 0.0075649271248081741 -0.0029578065825626256 0.0098292404164870579 -0.0017487468944058161 0.012209129418867331 0.0097313846861466005 0.0083572747505968447 0.0049458420042325152 -0.0068409635894931854 0.0026310828862779554 0.0058420826158110516
leaf_weight=21 276 33 63 24 45 25 28 23 53 33 24 21 20 30 49 20 20 26 21 43 20 24 22 24 39 32 1886 20 99 57
leaf_count=21 276 33 63 24 45 25 28 23 53 33 24 21 20 30 49 20 20 26 21 43 20 24 22 24 39 32 1886 20 99 57
internal_value=0 0.00494594 0.00501604 0.00195114 0.00509875 0.00503577 0.00508747 0.00513743 0.00509286 0.00642065 0.00728387 0.00796245 0.00695179 0.00606672 0.00757364 0.0105893 0.00233708 0.00228979 0.00261862 0.0055379 0.0049331 0.00488653 0.00483259 0.0048991 0.00478975 0.00486439 0.00477121 0.00259 0.00103914 0.00772862
internal_weight=0 2731 2698 390 2635 2590 2565 2537 2514 270 217 193 160 139 99 50 40 366 340 64 2244 2223 2199 2177 2096 2076 2037 151 119 81
internal_count=3121 2731 2698 390 2635 2590 2565 2537 2514 270 217 193 160 139 99 50 40 366 340 64 2244 2223 2199 2177 2096 2076 2037 151 119 81
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 14 2 1 2 2 4 0 1 52 14 47 3 1 4 131 159 41 1447 1 3 16 160
split_gain=27.7926 4.34907 2.96094 2.36962 1.50312 1.48946 1.15732 0.834415 0.824457 0.798197 0.793913 0.596823 0.537252 0.471607 0.318075 0.307494 0.28458 0.26394 0.253528 0.220112 0.211312 0.204922 0.197958 0.195027 0.207583 0.20894 0.309954 0.194099 0.193874 0.192695
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.089885000000000007 0.14838000000000004 0.27834500000000006 -0.22491999999999998 0.086920000000000011 -0.56176499999999996 0.096015000000000017 0.090100000000000013 -0.017889999999999996 0.16175000000000003 0.23246000000000003 0.091440000000000007 0.082105000000000025 0.081560000000000007 -0.082954999999999987 0.083345000000000016 1.0000000180025095e-35 0.11346000000000002 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 5 4 6 18 8 12 11 21 -5 15 13 -4 -13 -1 -16 -10 27 -15 -14 -7 -2 24 25 -18 -27 -3 -6 -21
right_child=1 2 7 10 28 9 -8 -9 17 -11 -12 14 20 19 16 -17 23 -19 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001083297163017146 0.0010882600063112525 0.00046118753553243361 0.00057245881293576512 0.00095084682580776547 0.00057515928593392563 0.0010131391451782396 0.00062901336435638761 0.00065203570570654932 0.001303062535527817 0.00053932640496444741 0.00058790495624184925 0.00078793894174896296 0.00025417985957796479 0.00045722125186806634 0.0011540850448181564 0.0010186759680444958 0.0011569347256928488 0.0010603335903450737 0.00071146397431399305 0.00042228227289106126 2.7061715534254281e-05 0.00080286188348501668 0.00085871573756722834 0.0010664370001531116 0.00078526502657754751 0.00099216830627540183 0.00081153559049450014 0.00058793544477107472 0.00082525844069831935 0.00020965976333985696
leaf_weight=930 52 96 41 37 26 49 26 34 61 26 62 27 63 35 46 407 27 24 32 23 21 28 20 125 20 575 39 90 22 57
leaf_count=930 52 96 41 37 26 49 26 34 61 26 62 27 63 35 46 407 27 24 32 23 21 28 20 125 20 575 39 90 22 57
internal_value=0 0.000569345 0.000514267 0.00102072 0.00103322 0.000642061 0.00104036 0.000364553 0.00104505 0.000836373 0.00072355 0.00103772 0.000323826 0.000391902 0.000997388 0.00106363 0.00100418 0.00123453 0.000550252 0.000327529 0.0001974 0.000936675 0.0010245 0.000995412 0.000981981 0.000988118 0.000980695 0.000522517 0.000689788 0.000270789
internal_weight=0 667 595 2454 2355 321 2307 274 2281 103 99 2196 240 156 859 1337 832 85 218 115 84 77 72 786 661 641 614 186 48 80
internal_count=3121 667 595 2454 2355 321 2307 274 2281 103 99 2196 240 156 859 1337 832 85 218 115 84 77 72 786 661 641 614 186 48 80
is_linear=0
shrinkage=0.00196078


Tree=4577
num_leaves=31
num_cat=0
split_feature=1 2 16 160 132 16 13 3 160 160 49 15 16 30 44 3 12 4 49 43 14 11 4 16 4 3 4 51 11 16
split_gain=0.329235 0.0985119 0.070757 0.0974629 0.0939102 0.099753 0.0795468 0.077664 0.0842463 0.0647521 0.0695977 0.0632233 0.0629616 0.0629241 0.0677063 0.0608121 0.0992951 0.0597979 0.0606092 0.0740517 0.059654 0.074442 0.0679011 0.143046 0.128041 0.078255 0.0910551 0.0643767 0.0593528 0.0813228
threshold=0.11866500000000001 0.10188000000000001 0.40020000000000006 0.11655500000000001 0.08696000000000001 -0.06421499999999998 -0.08971999999999998 -0.10217499999999997 -0.15400999999999995 0.09389500000000002 0.10347500000000003 -0.07490999999999999 0.51222500000000004 0.084655000000000022 1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 0.49041500000000005 0.14233500000000002 -0.035139999999999991 0.076975000000000002 0.08740500000000001 -0.39518999999999993 0.25084500000000004 -0.14098499999999997 0.090900000000000009 0.0033150000000000007 0.24916000000000002 0.078065000000000009 -0.14771999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 -6 -3 -8 -9 10 -10 -4 -13 14 20 17 -17 18 19 -2 21 22 23 -1 -24 27 -27 -26 29 -22
right_child=15 2 11 -5 5 -7 7 8 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 28 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.011844174083968512 0.0031854668667721051 0.0016939547985401434 0.010748716140084942 -0.0033315487904474143 0.0043506799438209447 -0.0040958085563033821 0.00076892813150253563 0.010530306307191496 0.0053896807089639717 0.010095577848994215 0.00075358194502769035 0.0011040810228986366 0.0061638312363540247 0.0016782041099603949 0.011424444927833975 0.0042090875288362016 -0.002496548312612706 0.00099466819066998217 0.0002447882637170551 0.0083926636170045567 0.010220296692014449 -0.00045325606507027434 -0.0008662891799758655 0.0037280483571334906 0.0056835750748890192 -0.0029933794745770487 0.0062324922415427867 0.00046964188125760603 0.011116331950516294 0.0016131552543653096
leaf_weight=49 72 87 23 20 27 29 36 32 170 23 40 31 119 41 20 34 63 107 32 44 21 21 32 39 1781 23 20 24 38 23
leaf_count=49 72 87 23 20 27 29 36 32 170 23 40 31 119 41 20 34 63 107 32 44 21 21 32 39 1781 23 20 24 38 23
internal_value=0 0.00523189 0.00414068 0.00349714 0.00380474 -2.33945e-05 0.00435725 0.00512704 0.00571908 0.00505831 0.00450661 0.00586672 0.00511815 0.00555792 0.00563399 0.001985 -0.000146119 0.00279566 0.00409773 0.00516061 0.00557807 0.0054691 0.0055323 0.00824725 0.00540521 0.00551381 0.00129772 0.00561425 0.00822133 0.00572111
internal_weight=0 2769 637 464 444 56 388 301 265 233 210 173 150 2132 2091 352 97 255 148 116 2071 1989 1968 88 1880 1848 43 1805 82 44
internal_count=3121 2769 637 464 444 56 388 301 265 233 210 173 150 2132 2091 352 97 255 148 116 2071 1989 1968 88 1880 1848 43 1805 82 44
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=31
num_cat=0
split_feature=4 2 3 1 457 3 150 48 1 9 48 150 13 42 3 48 4 133 133 13 13 1211 133 4 13 160 133 12 16 1
split_gain=0.271485 0.0953786 0.0659907 0.0645761 0.0792342 0.0724259 0.0721297 0.0706441 0.0689761 0.0625554 0.0588741 0.104062 0.0660679 0.057823 0.067049 0.0552243 0.0547225 0.050887 0.0631878 0.0669882 0.0630533 0.0590164 0.0602361 0.119767 0.111234 0.104986 0.104169 0.103288 0.0903476 0.119005
threshold=0.26450500000000005 0.17025000000000004 0.63141500000000017 0.094385000000000011 0.079590000000000008 -0.017889999999999996 -0.094239999999999977 -0.07175999999999999 0.14173500000000003 -1.0000000180025095e-35 -0.074214999999999989 0.10375000000000002 0.10935500000000002 0.09112000000000002 -0.0025099999999999996 -0.080269999999999994 -0.0057249999999999992 0.11269500000000002 0.12330000000000001 -0.081434999999999994 -0.070304999999999992 0.11789500000000001 0.082925000000000013 -0.064804999999999988 -0.17933499999999997 -0.015149999999999999 0.085265000000000021 0.086095000000000019 -0.14771999999999999 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 17 6 -6 -5 -8 9 -9 15 12 13 -12 -15 -2 -7 21 -19 -20 -21 22 24 25 -1 -24 -25 -27 29 -26
right_child=2 -3 -4 4 5 16 7 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 23 26 28 27 -28 -29 -30 -31
leaf_value=-0.0022288878215476872 0.0021457374476912348 -0.00061196424772567829 -0.0036838663852540778 -0.0011391445235146777 -0.0042771328659728172 0.0056915331424291556 0.010411736567039044 -0.00034020093153230846 -0.001122853208587251 0.0049153530155815334 0.0036670396546500603 0.0081781223821904402 -0.0022026245262168234 0.0029892061655409636 -0.0025037038323353043 -0.005114713427028619 -0.00034847143571823834 -6.3221398237589239e-06 0.009687969459495932 -0.00072997025429056249 0.0044666319791246394 0.009809380799664983 0.0053173536978041135 0.0098619834626636777 0.0059463556326026547 0.018041586565474669 0.0049165219578356754 0.0082367953484539288 0.0047265353286275675 0.014891778454184532
leaf_weight=22 22 33 20 23 20 30 20 24 22 402 175 31 32 50 40 20 30 37 22 26 229 28 30 48 58 21 378 22 1186 20
leaf_count=22 22 33 20 23 20 30 20 24 22 402 175 31 32 50 40 20 30 37 22 26 229 28 30 48 58 21 378 22 1186 20
internal_value=0 0.00473157 0.00191107 0.00479693 0.00385269 0.000934365 0.00432818 0.00459688 0.00433729 0.00461927 0.0022135 0.00266488 0.00208943 0.00260771 0.000547913 -0.00131162 0.00267153 0.00505041 0.0038751 0.00439356 0.00393678 0.00525397 0.00518251 0.00611508 0.00482065 0.00985758 0.00547376 0.0130252 0.00494335 0.00824005
internal_weight=0 2731 390 2698 571 80 491 468 448 426 370 328 297 265 90 42 60 2127 314 277 255 1813 1785 499 1286 73 426 43 1264 78
internal_count=3121 2731 390 2698 571 80 491 468 448 426 370 328 297 265 90 42 60 2127 314 277 255 1813 1785 499 1286 73 426 43 1264 78
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=31
num_cat=0
split_feature=2 30 3 121 15 3 1186 1 1212 3 148 152 13 13 52 12 2 157 131 1 43 400 133 12 1447 1447 52 15 0 12
split_gain=0.221698 0.105993 0.0882526 0.0958525 0.0682762 0.0898266 0.0672373 0.158845 0.0666683 0.0681829 0.0897781 0.0710738 0.0666394 0.112059 0.0817576 0.0620759 0.133321 0.0615462 0.0692415 0.0615257 0.0544328 0.097279 0.0709519 0.0944726 0.0735269 0.0976415 0.0698688 0.066469 0.0684568 0.0802825
threshold=0.13404500000000005 0.086065000000000016 0.31299000000000005 -0.080284999999999981 0.035560000000000008 -0.053259999999999995 0.021560000000000003 1.0000000180025095e-35 0.090080000000000007 -0.079594999999999985 1.0000000180025095e-35 0.084430000000000019 -0.091904999999999987 -0.15714499999999998 0.039215000000000007 -0.42850999999999995 0.31358000000000003 -0.13847499999999999 0.096070000000000016 0.083835000000000007 0.0051600000000000005 -0.064794999999999978 -0.071719999999999992 0.088845000000000021 -0.086059999999999984 -0.085024999999999989 0.086450000000000013 0.086885000000000004 -0.084384999999999988 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 20 8 -8 9 12 11 17 13 -5 -15 -2 -17 -11 -19 -7 22 -22 23 26 -24 -26 -6 -23 -29 -30
right_child=15 -3 -4 4 5 19 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 27 24 -25 25 -27 -28 28 29 -31
leaf_value=0.011089974938936178 0.0063701901631429796 0.00042373193826602949 0.0001615477299007277 0.008193598950112407 0.0074240000932618531 0.012880320844917812 0.0049452368741827631 -0.0056804124401727074 -0.0010051189100172802 -0.00045347917951982128 -0.0032149579795077449 -0.0021488874019788846 0.0050367386533016895 -0.0030985805860443694 0.0043040990605950355 0.0014844803426405128 -0.0058970457250584985 0.0036967584344359539 0.007850875634413083 0.0062352297276160439 0.0097685407910665326 -0.0015813220292329789 0.0089024336895911407 0.011768864222583088 -0.0024470584094524388 0.0046519272209773208 0.0015351252891283868 0.0064344053576600602 -0.0013061298286375796 0.0038456828611921155
leaf_weight=21 20 73 51 22 66 22 34 24 26 33 20 21 728 37 25 194 28 600 43 38 22 30 39 34 20 620 29 56 43 102
leaf_count=21 20 73 51 22 66 22 34 24 26 33 20 21 728 37 25 194 28 600 43 38 22 30 39 34 20 620 29 56 43 102
internal_value=0 0.00418556 0.00428343 0.00435973 0.00430804 0.00490748 0.00389144 0.000548416 0.00401613 0.00410151 0.00339087 0.00358042 0.00472901 0.00206207 -0.000113629 0.0010342 0.000553477 0.0037584 0.00397456 0.00867176 0.00469461 0.00341459 0.00509541 0.0072453 0.00468696 0.00443008 0.00562634 0.00280945 0.00346479 0.0023179
internal_weight=0 2879 2806 2755 2734 1121 1613 58 1555 1529 717 697 812 84 62 242 222 676 643 60 1061 253 808 129 679 640 95 231 201 145
internal_count=3121 2879 2806 2755 2734 1121 1613 58 1555 1529 717 697 812 84 62 242 222 676 643 60 1061 253 808 129 679 640 95 231 201 145
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=31
num_cat=0
split_feature=4 2 52 159 3 12 12 15 1416 1 52 157 16 1456 484 52 2 160 2 4 48 3 483 1208 1208 16 1209 16 1210 2
split_gain=0.187446 0.0617736 0.058518 0.0691307 0.0677655 0.0638172 0.0616254 0.0578811 0.0488175 0.0603899 0.069821 0.101589 0.0512065 0.0603109 0.0677254 0.0539646 0.0829085 0.0819127 0.0504194 0.0822139 0.0596366 0.0529632 0.0471513 0.0476015 0.0836698 0.0469378 0.046743 0.107672 0.0888033 0.0889899
threshold=0.26450500000000005 0.17025000000000004 0.039215000000000007 0.10600500000000002 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 -0.46743999999999997 1.0000000180025095e-35 0.094385000000000011 -0.56176499999999996 -0.095909999999999981 -0.15012499999999998 -0.00059999999999999995 -0.020124999999999994 -0.089199999999999988 -0.0091949999999999983 0.085130000000000011 0.10005000000000001 -0.031404999999999995 0.085485000000000019 -0.071799999999999989 0.12605000000000002 0.11846000000000001 0.10480500000000002 -0.015314999999999997 0.083050000000000013 -0.088704999999999992 -0.053799999999999994 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -2 -7 -8 9 22 -11 -12 -13 14 -14 17 -17 -15 21 -20 -21 25 23 24 26 -18 -1 -28 29 -29
right_child=2 -3 3 -5 -6 6 7 -9 -10 10 11 12 13 15 -16 16 18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0039360728308784881 0.0062161249247804778 -0.00046040710929611873 0.0050615676299621097 -0.0003984347373868029 -0.0044757861886983328 -0.0039962269187672067 0.005032312502974973 0.00052117620814416362 0.0076578035635654551 0.0073017029221827054 -0.0026599472152370523 0.0059281794060569949 0.010249088692390138 0.0027385230570349216 0.0022178730217828637 -0.0032526644871033955 0.00345064314738424 0.0093509662329502724 0.0051460168075522991 -0.0053680782833986961 0.0006349926407969857 0.00581055034713989 0.0084047257127240309 0.0088911170570645497 -0.0014403380320540497 -0.0022955754949223429 0.01244165130580465 -0.00094889693586579108 0.0099156102912966171 0.0055976813667387307
leaf_weight=1905 23 33 78 33 23 25 34 174 34 34 34 53 21 101 21 33 44 23 29 23 59 55 25 20 28 21 21 33 25 56
leaf_count=1905 23 33 78 33 23 25 34 174 34 34 34 53 21 101 21 33 44 23 29 23 59 55 25 20 28 21 21 33 25 56
internal_value=0 0.00383995 0.00149631 0.00343832 0.000723675 0.00119081 0.000694754 0.00125857 0.00389255 0.00384449 0.00291212 0.00262345 0.00299536 0.00263387 0.00623348 0.00224423 0.00143597 0.00396502 0.00210578 0.000569669 -0.0010488 0.00352668 0.00408762 0.00403594 0.00398898 0.00159417 0.0040635 0.00586164 0.00464953 0.0031703
internal_weight=0 2731 390 111 279 256 233 208 2698 2664 551 517 483 430 42 388 264 124 231 111 82 120 2113 2088 2068 65 2040 135 114 89
internal_count=3121 2731 390 111 279 256 233 208 2698 2664 551 517 483 430 42 388 264 124 231 111 82 120 2113 2088 2068 65 2040 135 114 89
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 2 14 3 13 49 0 16 1 14 47 50 1 16 13 0 15 474 4 16
split_gain=70.059 8.28898 7.0666 4.4894 4.05772 2.73476 2.71959 2.19453 1.86962 1.57059 1.25332 0.935209 0.904645 0.774011 0.658609 0.639607 0.622567 0.627354 0.570012 0.554482 0.5818 0.538604 0.503042 0.500397 0.479897 0.458754 0.441224 0.432705 0.425372 0.443106
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.033845000000000007 0.097845000000000015 0.076175000000000007 -0.065819999999999976 -1.0000000180025095e-35 -0.012034999999999999 -0.11437499999999999 -0.43320999999999993 0.10124500000000002 0.062655000000000016 0.077555000000000013 0.041865000000000006 0.12958500000000003 -0.013024999999999998 -1.0000000180025095e-35 -0.030209999999999997 -0.037864999999999989 0.084660000000000027 -0.51253999999999988 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 15 7 12 -3 -5 22 13 19 16 -8 -10 -2 17 -4 -16 20 23 -7 -9 -1 -11 -15 -13 -25 -18 -30
right_child=1 5 6 8 -6 21 10 9 14 24 -12 26 -14 25 18 -17 28 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.00095806546588951254 0.00068121829873644838 0.00010783369724957316 0.0012369784114946965 0.0011815671279442076 0.0004073186102236863 -7.4248910763955136e-05 0.0011930021506337464 0.0010179588076477594 0.00051117792964059077 0.00029721060606721335 0.00095673591240333096 0.0010836009814919139 0.0015370792723666841 0.0010907753425485947 0.00094776319647703507 0.0010681074132899875 0.0015450957505141988 0.00077506185600570605 0.00060895143935924705 0.001488936665914488 0.0014091166816338771 0.00024825113574056961 0.00058829333356983369 0.0013330631610139713 0.00051438848634940298 0.00080158036129147393 0.00076296129997153398 0.00099219003170994283 0.0012787892242573332 0.0011733948075277726
leaf_weight=55 20 90 26 28 74 85 502 22 83 94 142 33 47 71 35 92 21 20 42 22 28 26 20 41 67 30 33 22 1071 179
leaf_count=55 20 90 26 28 74 85 502 22 83 94 142 33 47 71 35 92 21 20 42 22 28 26 20 41 67 30 33 22 1071 179
internal_value=0 0.00042109 0.00117139 0.000939775 0.000763612 0.000263394 0.00121774 0.000362689 0.000714145 0.000475679 0.00112246 0.00112105 0.00126978 0.00116149 0.000632347 0.00099902 0.00126024 0.00103615 0.000762957 0.00119875 0.00115502 1.29164e-06 0.000813356 0.00109472 0.000387589 0.00100488 0.000923281 0.00121403 0.00126835 0.0012637
internal_weight=0 590 2531 422 186 404 2109 293 188 203 745 234 1364 603 160 112 1317 46 77 168 146 111 42 118 161 101 66 63 1271 1250
internal_count=3121 590 2531 422 186 404 2109 293 188 203 745 234 1364 603 160 112 1317 46 77 168 146 111 42 118 161 101 66 63 1271 1250
is_linear=0
shrinkage=0.00196078


Tree=4582
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 4 2 14 1 2 2 52 1 2 39 3 3 0 52 0 1 1429 51 12 124 1 49 49
split_gain=14.0227 2.41391 1.16126 1.08527 0.89616 0.823069 0.598233 0.565605 0.529169 0.479919 0.416772 0.412626 0.314162 0.25533 0.42974 0.285202 0.219853 0.268661 0.284982 0.223111 0.182753 0.219623 0.174654 0.274246 0.246499 0.1643 0.161894 0.161211 0.161048 0.13901
threshold=0.104035 -0.059315 0.056590000000000008 0.27834500000000006 0.13501500000000002 0.14753000000000002 -1.0000000180025095e-35 0.27834500000000006 0.10613000000000002 0.062655000000000016 0.093575000000000019 0.090425000000000019 0.094835000000000017 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.096625000000000016 0.149315 -0.017889999999999996 -0.10224499999999999 -0.52606999999999993 -0.050064999999999991 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.096990000000000007 -0.081214999999999982 0.16175000000000003 0.11560500000000001 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 7 6 26 9 -8 11 12 22 -4 -13 25 -16 17 18 -10 -20 -2 -22 24 -24 28 -15 -3 -7 -1 -14
right_child=1 5 10 -5 -6 27 8 -9 16 -11 -12 13 29 14 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079318163427424056 0.00077590709868945228 0.00032491211031450656 0.00082197165199181439 0.00040050325446199268 0.00044890104727400489 0.00021570665482988972 0.0005930024707618759 0.00042040560074954061 0.00026154188958900994 0.00089525015301903895 0.00043349075465907462 0.00085722564482221416 0.00044308495384088171 0.00073959637660918798 0.00035405451431870462 0.00063644794393629637 0.00023002583994621446 0.0002878891990900681 0.00045637696526559492 0.00068881950103769117 0.00067514363384129955 0.00044597959524824045 0.00074700876812439359 0.00051806611656780887 0.00058319168602007641 0.00067677767068807923 0.00016469362445230431 2.1892377322350119e-05 0.00061509741616307524 0.00066350809632138136
leaf_weight=820 49 49 27 85 39 77 57 20 23 86 60 43 22 430 20 44 32 51 77 20 82 20 478 21 23 255 48 21 20 22
leaf_count=820 49 49 27 85 39 77 57 20 23 86 60 43 22 430 20 44 32 51 77 20 82 20 478 21 23 255 48 21 20 22
internal_value=0 0.00041681 0.000733366 0.000577727 0.000743598 0.000333346 0.00037704 0.000748683 0.000426066 0.000751614 0.000553799 0.000745879 0.000655469 0.000710291 0.000701855 0.0005482 0.000379192 0.000407107 0.000457774 0.000504303 0.000677489 0.00063021 0.000766574 0.000737374 0.000783458 0.000716211 0.000245629 0.000174175 0.000788942 0.000553297
internal_weight=0 691 2430 236 2299 455 357 2260 260 2240 131 2154 71 792 749 64 203 171 120 97 151 102 1362 499 863 685 97 98 840 44
internal_count=3121 691 2430 236 2299 455 357 2260 260 2240 131 2154 71 792 749 64 203 171 120 97 151 102 1362 499 863 685 97 98 840 44
is_linear=0
shrinkage=0.00196078


Tree=4583
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 14 0 3 3 4 15 4 0 12 0 16 157 157 475 15 2 2 2 131 4 51 2
split_gain=38.6977 6.0552 4.13901 3.03382 2.15623 1.77767 1.20245 1.01383 0.968553 0.958006 0.935713 0.96923 0.855545 0.815183 0.810882 0.688064 0.621164 0.584838 0.576732 0.433242 0.705837 0.455699 0.601482 0.427121 0.420742 0.511241 0.38783 0.354865 0.347173 0.340445
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.042705000000000007 0.09253500000000002 0.11362000000000001 0.062655000000000016 -0.11173999999999999 0.30112000000000005 0.12745000000000004 0.36766000000000004 -0.097454999999999986 0.40473500000000007 -0.079119999999999982 -0.42850999999999995 -0.014954999999999998 -0.44310499999999992 -0.082259999999999986 -0.077809999999999976 -0.080559999999999979 0.040760000000000005 0.094835000000000017 0.13501500000000002 -1.0000000180025095e-35 0.091440000000000007 -0.020529999999999996 -1.0000000180025095e-35 0.15950500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 6 -3 7 23 8 9 13 11 24 18 -5 -6 -11 -12 -9 -7 -17 -21 -22 28 -1 25 -4 -2 -15 -23 -18
right_child=1 2 10 5 14 12 -8 17 -10 15 16 -13 -14 27 -16 19 29 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001184457389927198 0.0011702220705686137 0.00053017641487971439 0.0002903694273336078 0.0012280573955683858 0.00099023546765305594 0.0011388685342820189 0.0006235000234373543 0.0010075841017124982 0.0013459061777053207 0.0011608684486686207 0.00036106180090021077 0.00067652372646312831 0.00062162129638286729 0.00099540278802510182 0.00061429147928149675 0.0012750705419217838 0.0001490499212795279 0.00063189766800203246 0.00093750667122888948 0.00073488334534701962 0.0012310001089398659 0.0011238696064366051 0.001105645409005745 0.00087565613157906833 0.00019877191058935564 0.00060654000958939105 0.00085058689555701089 0.0006762745807457677 0.00089667614349201266 -0.00015804278509467458
leaf_weight=26 54 222 51 23 71 76 69 66 79 1182 34 37 26 21 32 40 35 21 195 24 66 34 304 51 62 32 20 37 108 23
leaf_count=26 54 222 51 23 71 76 69 66 79 1182 34 37 26 21 32 40 35 21 195 24 66 34 304 51 62 32 20 37 108 23
internal_value=0 0.000554678 0.000489306 0.00108557 0.000638964 0.00110295 0.000811478 0.00112392 0.00113332 0.00112418 0.000311793 0.00039326 0.00096138 0.000915691 0.000873437 0.00113379 0.000150629 0.000916901 0.000993977 0.00107822 0.00106353 0.00107894 0.00105643 0.000979927 0.000320979 0.000412267 0.00108383 0.000791821 0.000951075 2.72718e-05
internal_weight=0 673 599 2448 325 2302 146 2005 1918 1839 274 182 297 81 103 1758 92 87 271 576 536 512 446 77 145 83 74 58 142 58
internal_count=3121 673 599 2448 325 2302 146 2005 1918 1839 274 182 297 81 103 1758 92 87 271 576 536 512 446 77 145 83 74 58 142 58
is_linear=0
shrinkage=0.00196078


Tree=4584
num_leaves=31
num_cat=0
split_feature=1 52 123 2 12 2 4 4 14 1 2 2 50 2 4 52 1 4 49 14 14 51 2 10 1 1 2 1 0 4
split_gain=39.5101 6.6879 3.79659 3.6891 2.65727 2.42957 1.7191 1.28865 1.15322 1.1208 0.926491 0.630893 0.528209 0.505697 0.593905 0.481415 0.457612 0.366915 0.363836 0.332053 0.306081 0.403179 0.292448 0.365093 0.274054 0.260169 0.749706 0.324507 0.253845 0.247472
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.14285500000000004 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.27044500000000005 0.062655000000000016 0.09253500000000002 0.090425000000000019 -1.0000000180025095e-35 0.041865000000000006 0.10497000000000002 -0.033174999999999989 -0.56176499999999996 0.091195000000000012 -0.036839999999999991 -0.017229999999999999 0.096015000000000017 -0.46166999999999997 -0.065634999999999985 0.17760500000000004 -0.39840999999999999 0.12040000000000002 0.089770000000000016 0.097845000000000015 1.0000000180025095e-35 -0.038659999999999993 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 5 4 11 6 8 18 10 -4 16 24 22 -13 -15 -12 -1 -2 -6 -10 -16 -22 -5 -24 -3 27 -27 28 29 -17
right_child=1 3 9 12 7 -7 -8 -9 19 -11 15 13 -14 14 20 25 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012722931549143124 0.0013193632668139887 0.0005941939238897141 0.0011107761647032343 0.00033406970754793695 0.00084470656781303441 0.0007830999697272489 0.0007067760075229445 0.00066540013166183987 0.0015352701985617613 0.00066903311558649836 0.0013705173284140027 0.00090674965872484094 0.00053480603500859799 0.00088371808600754692 0.00075389971159203772 0.0012053188469255767 0.0011747273923613385 0.0010244206056680555 0.0011439432975890284 0.0012630172706896961 0.00028489701637700825 0.00057695205646013121 0.00028613627739128918 -6.7879517678341836e-05 0.00038034536601295327 0.00072729841020761747 0.0011835566033205436 0.0013796615450843877 0.0010390251500728739 0.0011241151039398756
leaf_weight=1156 50 36 34 55 21 48 24 49 61 63 45 25 30 27 30 396 220 24 61 24 21 135 24 21 64 20 45 28 57 227
leaf_count=1156 50 36 34 55 21 48 24 49 61 63 45 25 30 27 30 396 220 24 61 24 21 135 24 21 64 20 45 28 57 227
internal_value=0 0.000667591 0.00120403 0.000598889 0.000679903 0.00121971 0.00122881 0.000916977 0.00123431 0.000823871 0.00122563 0.000588019 0.000306614 0.000642931 0.000611966 0.00117337 0.00125669 0.00122371 0.00106731 0.0014584 0.000572518 0.000537637 0.000238156 0.000120929 0.000457331 0.00116189 0.00104317 0.00117279 0.00116427 0.00117573
internal_weight=0 673 2448 599 469 2351 2303 131 2279 97 2194 338 130 238 213 818 1376 74 82 85 186 156 100 45 100 773 65 708 680 623
internal_count=3121 673 2448 599 469 2351 2303 131 2279 97 2194 338 130 238 213 818 1376 74 82 85 186 156 100 45 100 773 65 708 680 623
is_linear=0
shrinkage=0.00196078


Tree=4585
num_leaves=31
num_cat=0
split_feature=1 3 1 132 45 0 454 1 133 1 15 4 3 4 16 2 13 2 3 3 3 51 0 4 16 12 160 15 1453 475
split_gain=0.567424 0.165 0.098453 0.096284 0.0882892 0.0854197 0.0689811 0.070324 0.0840039 0.092238 0.0731541 0.0615211 0.0701014 0.0604852 0.0608629 0.0600023 0.0550434 0.0612946 0.056019 0.0471967 0.0632786 0.0483611 0.0676425 0.0818233 0.0539246 0.125529 0.0946892 0.138337 0.112314 0.0773338
threshold=0.10124500000000002 -0.049509999999999992 0.16540500000000002 -1.0000000180025095e-35 0.10526500000000001 0.22582000000000002 -0.037229999999999992 0.11669000000000002 0.087035000000000015 0.10871500000000002 -0.076244999999999993 0.42642000000000008 -0.14989499999999997 0.042705000000000007 -0.44310499999999992 0.121465 -0.086804999999999979 0.090175000000000019 -0.016324999999999996 0.10299500000000002 0.12745000000000004 -0.13782999999999998 -0.089604999999999976 -0.043364999999999994 0.0065250000000000004 0.099815000000000015 -0.081069999999999989 0.040760000000000005 -0.07303999999999998 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 6 13 -3 8 9 -8 -11 -5 -13 15 -15 19 -16 -18 -19 21 -21 22 -1 -24 -23 26 27 -26 -28 -30
right_child=1 2 -4 11 -6 -7 7 -9 -10 10 -12 12 -14 14 16 -17 17 18 -20 20 -22 24 23 -25 25 -27 28 -29 29 -31
leaf_value=0.013184164529871745 -0.00043405917594614241 -0.0029755811912764332 -0.0033576224558055402 0.0070236131851134156 0.008991002301142241 0.0004988233791664243 0.0028226631866401122 0.0018696534314000493 0.00036564782763329841 0.0056539581712338714 0.011993877147324384 0.0070532706120739813 -0.00059653113782405856 0.0077387060261784107 0.0016198807980778607 0.0033822482308516139 0.0095685388005222194 0.0056501460042984591 0.00042723518051207072 0.00031274796294217759 0.0078973353951534431 0.0075442456921651349 0.011282489424047526 0.004185679581750072 -0.0023342212250169656 -0.0010164849696119073 0.00054288839566565697 0.0081941695573429282 0.011787531167229123 0.007186502039470858
leaf_weight=34 23 20 25 218 24 20 66 230 39 52 28 23 25 107 43 39 32 115 25 22 22 1519 32 33 26 23 21 24 47 164
leaf_count=34 23 20 25 218 24 20 66 230 39 52 28 23 25 107 43 39 32 115 25 22 22 1519 32 33 26 23 21 24 47 164
internal_value=0 0.00388256 0.0027536 0.00577327 0.00308646 0.00700621 0.00276069 0.00303713 0.0044886 0.00558993 0.00787293 0.00631 0.003069 0.00706211 0.00578987 0.00726633 0.00481998 0.00562001 0.00471748 0.00734334 0.00410504 0.00741744 0.00956999 0.00767949 0.0073006 0.00608719 0.00666656 0.00271941 0.00751725 0.00821138
internal_weight=0 773 484 289 459 2348 435 415 185 146 80 266 48 2328 322 2006 215 172 140 1967 44 1923 99 65 1824 305 282 50 232 211
internal_count=3121 773 484 289 459 2348 435 415 185 146 80 266 48 2328 322 2006 215 172 140 1967 44 1923 99 65 1824 305 282 50 232 211
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=31
num_cat=0
split_feature=1 3 12 12 52 4 40 4 0 4 42 49 4 49 2 160 150 48 48 4 1456 1186 403 3 1186 130 12 0 2 2
split_gain=0.467496 0.0822741 0.0985807 0.0797589 0.0831301 0.107337 0.0921668 0.0765562 0.0904381 0.0750983 0.0722776 0.0676661 0.065622 0.0643625 0.0614913 0.105169 0.0605415 0.0604701 0.0727798 0.0584553 0.101406 0.0857454 0.0810502 0.0763139 0.0744266 0.0692663 0.0702487 0.11246 0.0997441 0.0982503
threshold=0.11146500000000002 0.31534000000000006 -0.42850999999999995 -0.010834999999999999 -0.088614999999999985 -0.0047449999999999992 -0.072504999999999986 -0.010655 -0.033209999999999996 0.24564500000000003 0.090545000000000014 0.092560000000000017 0.181285 -0.0060549999999999988 0.12043500000000001 -1.0000000180025095e-35 0.084335000000000007 0.11376500000000002 0.10227500000000002 -0.082769999999999982 -0.065759999999999985 0.060550000000000007 0.08332500000000001 0.095270000000000007 0.060550000000000007 -0.066019999999999981 0.082480000000000012 -0.11437499999999999 0.083215000000000011 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 4 -1 6 -6 8 10 12 -2 16 14 -11 17 -16 -7 18 19 20 -5 23 -23 25 -22 -21 28 -28 -27 -30
right_child=1 2 -4 9 5 11 -8 -9 -10 13 -12 -13 -14 -15 15 -17 -18 -19 -20 21 24 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0077950661262387744 0.011467926472687396 0.0043132353930131475 -0.0025364440781149001 0.012501731747781582 0.0025227902514768866 0.0090807240021050627 -0.0055328236322384336 0.0027297003819154821 0.0013262623771359879 0.0011603416193062075 0.0045751721058281715 0.00088313167022230723 0.011638490840171774 0.0060110122523560601 -0.0026302473858231682 0.0057791004918820773 0.0024904340808279812 0.011274111815370046 0.0033188318939758338 0.011755450190200162 0.0067692760498581335 -0.0028746446641162039 0.0060203222469204952 0.0014905352967616637 0.011967830889826191 0.013268667914192468 -0.001310673812404275 0.0062476414568373474 0.0042783394930701628 0.012151222044359082
leaf_weight=51 32 34 55 36 49 46 20 333 28 51 29 24 24 59 20 58 20 26 73 24 547 20 21 32 29 34 20 1252 51 23
leaf_count=51 32 34 55 36 49 46 20 333 28 51 29 24 24 59 20 58 20 26 73 24 547 20 21 32 29 34 20 1252 51 23
internal_value=0 0.0028433 8.02874e-05 0.00615084 0.00428203 0.0031552 0.00018783 0.00342602 0.00603134 0.00631436 0.00819104 0.00543019 0.00643696 0.00376206 0.00638187 0.00362286 0.00708367 0.00648022 0.00642257 0.00653103 0.00735282 0.00619052 0.00168131 0.00631927 0.00703101 0.00642933 0.0063367 0.0061288 0.00878526 0.00672532
internal_weight=0 511 89 2610 210 159 69 422 89 2400 61 90 2290 110 2266 78 66 2188 2162 2089 612 1477 41 1436 576 1404 1380 1272 108 74
internal_count=3121 511 89 2610 210 159 69 422 89 2400 61 90 2290 110 2266 78 66 2188 2162 2089 612 1477 41 1436 576 1404 1380 1272 108 74
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 2 1 2 14 2 0 49 4 4 11 1 3 1 50 0 15 2 1 47 4 1 12 1 16
split_gain=81.9678 12.7 6.95291 6.36386 3.94753 3.15637 2.98753 2.46956 2.19733 1.6971 1.60577 1.34309 1.08816 1.03565 1.03293 0.688284 0.676669 0.671669 0.636396 0.635495 0.602076 0.597931 0.558427 0.552006 0.535628 0.506952 0.485653 0.46834 0.41033 0.393363
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.090425000000000019 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.13501500000000002 -0.22491999999999998 -0.054984999999999992 0.033845000000000007 -0.062539999999999984 1.0000000180025095e-35 0.083345000000000016 -0.11171999999999999 0.11866500000000001 0.041865000000000006 -0.11173999999999999 -0.096999999999999989 0.098035000000000011 0.13075500000000004 0.093140000000000014 0.0052350000000000009 0.12000500000000001 0.088245000000000004 0.122715 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 6 9 26 22 -8 13 11 -7 -2 20 -10 17 -15 -13 -16 -6 21 -4 -1 -5 -18 -19 -3 -22 -14 -27
right_child=1 4 5 23 19 10 8 -9 14 -11 -12 15 28 16 18 -17 24 25 -20 -21 27 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0015041619397119421 0.0009669701741073036 0.00055995454902158068 0.0016369576606096007 0.00077934773099377409 0.00013621884116993179 0.0011001543975830857 0.0011106403321352401 0.00081974882299028088 0.0010594573622293864 0.0019069048655987245 0.0010482458747050581 0.0012319699093765047 0.0014845617492409314 0.0015820369682684331 0.0006996723279490281 0.0016453197225928305 0.00095512638416360397 0.001506173844646739 0.00044428092668603809 0.00048652789358830648 0.0016256073249652548 0.0011992695160648404 0.001169945751042927 0.00042749560678536009 0.0013896038086196178 0.0014925785572174563 0.00025907271213506349 0.0015485620553589256 0.001183067127213536 0.0013173076845590811
leaf_weight=37 23 30 20 60 85 39 54 69 22 61 39 49 100 28 103 80 20 457 59 26 734 30 40 24 24 83 66 517 21 121
leaf_count=37 23 30 20 60 85 39 54 69 22 61 39 49 100 28 103 80 20 457 59 26 734 30 40 24 24 83 66 517 21 121
internal_value=0 0.000731425 0.00150408 0.00110773 0.000538623 0.0015304 0.000645087 0.00108914 0.000762863 0.00158688 0.00143707 0.00145537 0.00135792 0.00157267 0.000660798 0.0014729 0.00134375 0.00145347 0.000606659 0.000218273 0.00158533 0.00137434 0.00133054 0.000678819 0.00119211 0.00146989 0.000353098 0.00159377 0.00143224 0.00138862
internal_weight=0 673 2448 228 445 2302 334 146 238 1434 868 829 144 1373 184 790 72 710 162 111 1301 50 77 84 44 661 96 1251 121 204
internal_count=3121 673 2448 228 445 2302 334 146 238 1434 868 829 144 1373 184 790 72 710 162 111 1301 50 77 84 44 661 96 1251 121 204
is_linear=0
shrinkage=0.00196078


Tree=4588
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 4 4 0 150 0 150 12 4 47 16 4 3 3 131 4 0 13 12
split_gain=50.165 7.42469 4.93917 4.02855 2.86281 2.44069 1.58408 1.28695 1.25657 1.0092 0.983413 0.850469 0.671469 0.619132 0.899266 0.684758 0.643687 0.541645 0.509531 0.373269 0.365741 0.359004 0.320386 0.319378 0.297812 0.294902 0.261723 0.256868 0.231966 0.222093
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14122000000000004 0.14838000000000004 0.27834500000000006 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 1.0000000180025095e-35 0.088245000000000004 -0.51843499999999987 0.090100000000000013 -0.052894999999999991 0.053180000000000012 -0.13927999999999999 1.0000000180025095e-35 0.09031500000000002 -0.0070899999999999991 0.14486500000000005 -1.0000000180025095e-35 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 20 6 13 11 -5 26 17 12 -4 14 -1 16 -15 22 19 -16 24 -18 27 -21 -3 -2 -6 -7 -14 -28
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 -13 28 15 18 -17 21 -19 -20 23 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0010712403566358333 0.0013458567755790269 0.00051795501846862177 0.00064137104127265691 0.0011725039905605293 0.0013192620180568107 0.0012487882801560581 0.0015852391827463244 0.00073314040665335603 0.00070477003400343588 0.00067208684749560409 0.00085954116100631561 0.00018120923254118902 0.00030033538247597254 0.0015558515888413572 0.0016102663108280727 0.00087397314944738817 0.0012422412125757383 0.00091389200431020825 0.0012812808157176008 0.0011007720597234426 0.00081613912461275719 0.0010154416614553841 0.0011082287237053274 0.0013517915819299677 0.00067291029348639174 0.0010787139579751133 0.0011775370731073266 0.0010326361552020573 0.00050809794993626094 0.0009299411245960275
leaf_weight=59 47 99 41 34 21 261 76 37 63 24 41 84 88 21 21 23 115 28 754 20 33 35 114 760 92 24 30 23 27 26
leaf_count=59 47 99 41 34 21 261 76 37 63 24 41 84 88 21 21 23 115 28 754 20 33 35 114 760 92 24 30 23 27 26
internal_value=0 0.00065586 0.000585132 0.00126031 0.000749099 0.00127647 0.00130793 0.000392751 0.000868718 0.00102316 0.00114958 0.000340275 0.000425925 0.00129627 0.00130885 0.00119161 0.00123433 0.00117749 0.00131786 0.0013523 0.000625526 0.00118932 0.00119604 0.00134536 0.000592593 0.00125555 0.00113259 0.00123128 0.000349114 0.00106258
internal_weight=0 673 602 2448 325 2351 1884 277 97 101 467 240 156 1808 1614 194 171 426 1555 801 224 150 398 780 191 71 77 284 115 56
internal_count=3121 673 602 2448 325 2351 1884 277 97 101 467 240 156 1808 1614 194 171 426 1555 801 224 150 398 780 191 71 77 284 115 56
is_linear=0
shrinkage=0.00196078


Tree=4589
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 46 4 151 457 1 2 2 147 52 52 4 13 13 2 156 0 4 2 43 400 1212 403 16 1213 2
split_gain=0.757874 0.138646 0.104259 0.0836336 0.0767046 0.0719844 0.0861213 0.0708545 0.0680536 0.151936 0.134267 0.08331 0.0663133 0.0628761 0.122679 0.0798549 0.0619537 0.0991015 0.0641105 0.057558 0.0627375 0.0565232 0.0562153 0.055323 0.168063 0.0750488 0.135643 0.0997265 0.0806883 0.0753374
threshold=0.10920500000000001 -0.049509999999999992 1.0000000180025095e-35 0.31358000000000003 0.11411 0.084955000000000017 0.042705000000000007 -0.08688499999999999 0.083415000000000017 0.084525000000000003 0.091265000000000013 0.087015000000000023 0.08789000000000001 -0.23798499999999997 -0.080114999999999978 -0.010655 -0.16152999999999998 -0.097224999999999992 0.121465 0.013700000000000002 -0.11242999999999999 -0.0083799999999999986 0.083585000000000007 0.016310000000000002 -0.065974999999999992 -0.030914999999999995 -0.0076149999999999994 -0.105305 -0.12077499999999998 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 13 -2 6 8 -8 16 11 -11 -10 19 -3 -15 -16 -1 22 23 20 -9 -13 -18 25 -25 26 -19 -27 -29 -30
right_child=1 3 -4 -5 -6 -7 7 12 9 10 -12 21 -14 14 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.003744035569834523 0.0076585169002404046 0.0082820575484739891 0.0048954847257118676 -0.0032481933478266003 0.0034621200212500737 0.013482546427732577 0.01220750641077757 0.0097489912669769807 0.014028322247904727 0.0061611551946649948 -0.0049329144880175596 0.0042590909613002296 0.0012299119172474514 -0.001870127918664366 0.0076609819411085208 0.0027807333647900858 0.016212394860173975 0.018413824094459415 0.0041089471349933819 0.002076225213844467 0.006128101346441147 0.01072363794387673 0.01018768056089619 0.015464846120171606 0.0061261017943143401 0.012110929818904529 0.0093770930943868069 0.0031394045116030613 0.0081187918984176235 0.013772883064424001
leaf_weight=30 108 21 120 23 73 23 20 61 20 24 20 38 26 51 39 239 21 20 38 27 222 21 59 21 234 65 98 32 1303 24
leaf_count=30 108 21 120 23 73 23 20 61 20 24 20 38 26 51 39 239 21 20 38 27 222 21 59 21 234 65 98 32 1303 24
internal_value=0 0.00369507 0.00777335 0.00259306 0.00596605 0.00791448 0.00786165 0.00642504 0.00810896 0.00582779 0.0011184 0.00845074 0.00608084 0.00297692 0.00263829 0.00346537 0.00825321 0.00832385 0.00817365 0.00648769 0.00690858 0.00656003 0.0117692 0.0082596 0.00689517 0.00848524 0.0109087 0.00828441 0.0081014 0.00822105
internal_weight=0 554 2567 373 181 2447 2424 356 2068 123 44 79 336 350 329 278 1945 1915 1835 310 283 59 80 1797 255 1542 118 1424 1359 1327
internal_count=3121 554 2567 373 181 2447 2424 356 2068 123 44 79 336 350 329 278 1945 1915 1835 310 283 59 80 1797 255 1542 118 1424 1359 1327
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 147 47 0 3 2 2 2 12 12 13 43 402 4 49 1 160 4 4 15 484 52 10 3 15 3
split_gain=0.619325 0.164299 0.107371 0.137411 0.0996521 0.0986855 0.0853837 0.0866413 0.0770042 0.0716114 0.0750018 0.0779054 0.0749309 0.0685378 0.0663518 0.065813 0.0616376 0.0597486 0.0586808 0.0790422 0.0576934 0.0625616 0.121167 0.05804 0.0539614 0.0530784 0.0768361 0.0637727 0.0549445 0.0588294
threshold=0.11866500000000001 0.078300000000000008 -0.27302499999999996 -0.066504999999999995 0.11924500000000002 0.089365000000000014 0.085505000000000012 -0.040504999999999992 -0.0025099999999999996 0.10855000000000002 -0.0050599999999999994 0.094835000000000017 -0.091274999999999981 0.099815000000000015 -0.0072999999999999992 0.016310000000000002 0.09388500000000001 0.071150000000000005 -0.026779999999999995 0.11039500000000001 -0.086829999999999977 -0.00099499999999999979 -0.031404999999999995 -0.085319999999999993 0.08660000000000001 0.056145000000000007 -0.074314999999999978 -0.11255999999999998 0.013270000000000002 0.40411000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 15 16 17 9 10 -4 -12 -13 -3 -11 20 25 -8 -6 -20 24 22 -22 -23 -5 26 -2 -28 29 -29
right_child=6 13 3 4 18 -7 7 -9 -10 14 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0013453734066823254 -0.0037609563591623945 0.0074956026830479642 0.002421587352898527 0.01500453921314329 0.0071114957924000924 0.001392827582700799 0.0090833710527453478 -0.00096283159385036161 -0.0018440365412971005 0.0051689636793785868 0.01251618912951513 0.0013460035047804318 0.009094602550165011 0.0060025649315109675 -0.0023257547625150808 0.0043295237969141458 -0.0038041924082097556 0.0037356961329674553 -0.0033458003541454676 0.0053305032064339952 0.0081034668389651354 0.0080233169818353482 -0.00046594195935705852 0.013390599358586018 0.0085570381635248112 0.0047348537101643169 0.0070563807240909054 -0.0012238398031847364 0.0051104138018908327 0.0047310547370995795
leaf_weight=23 28 1819 47 25 25 24 39 21 24 21 22 24 26 370 27 40 21 45 21 21 66 66 22 29 27 50 21 79 27 21
leaf_count=23 28 1819 47 25 25 24 39 21 24 21 22 24 26 370 27 40 21 45 21 21 66 66 22 29 27 50 21 79 27 21
internal_value=0 0.00684674 0.00535028 0.00562676 0.0067614 0.0075425 0.00239352 0.00478227 0.00345252 0.0042137 0.00552886 0.00755722 0.00537528 0.00724324 0.000953185 0.0080792 0.00137806 0.00621855 0.00327561 0.000992351 0.00871744 0.00788221 0.00596111 0.00966175 0.0116568 0.0018596 0.00104277 0.00195158 0.00110748 2.66881e-05
internal_weight=0 2769 580 557 366 299 352 105 191 167 119 72 50 2189 48 275 247 84 67 42 235 183 88 95 52 226 176 148 127 100
internal_count=3121 2769 580 557 366 299 352 105 191 167 119 72 50 2189 48 275 247 84 67 42 235 183 88 95 52 226 176 148 127 100
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 2 49 4 1 12 4 2 48 12 1 157 1 1 14 12 16 47 2
split_gain=34.5474 5.66155 2.59466 2.58704 1.80607 1.64156 1.44554 1.16243 0.956055 0.854235 0.752755 0.519203 0.513619 0.500194 0.421874 0.412536 0.350521 0.384484 0.301736 0.289355 0.346031 0.285595 0.265819 0.254754 0.235977 0.234576 0.233246 0.22615 0.221424 0.220151
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.054984999999999992 -0.15464999999999998 0.16175000000000003 0.090285000000000018 -0.51843499999999987 -0.0091949999999999983 0.082620000000000013 0.09141500000000001 0.12000500000000001 -0.069619999999999987 0.12408500000000001 0.12958500000000003 -0.23083499999999998 0.095780000000000018 0.19444000000000003 0.090280000000000013 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 21 11 24 -4 19 16 18 -2 -10 -6 17 -1 -13 26 -21 -3 -18 25 -8 -16 -7 29 -15 -24
right_child=1 4 9 -5 15 10 8 -9 14 -11 -12 12 -14 28 23 -17 22 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014517969652718188 0.00076526446341007364 0.00051916534868101389 0.0010526677535582579 0.00059721453654587337 0.0003368439008370204 0.0011294471632456145 0.00096188195416961446 0.0013916602514020323 0.00084896094001391355 0.00066480691229836401 0.00077168926122740428 0.00087646597789393531 0.00083751798036598389 0.0011551550424009488 0.00077072492112284128 3.1639274599310616e-05 0.00091936245619081978 0.0011774095735284399 0.0011204061665569004 0.0007568170604482855 0.0010473817119411393 0.00029100624456934179 0.001210860680782945 0.00041538778539002637 0.00069752761911527779 0.00055209089597525382 0.0010235538049787553 0.00097997326420088478 0.00099140396564874247 0.0011075399647080177
leaf_weight=20 24 31 34 85 90 157 37 79 20 61 41 21 31 64 23 21 25 1073 272 26 40 66 121 42 20 105 163 36 63 230
leaf_count=20 24 31 34 85 90 157 37 79 20 61 41 21 31 64 23 21 25 1073 272 26 40 66 121 42 20 105 163 36 63 230
internal_value=0 0.000624401 0.00112127 0.000870839 0.000496578 0.00113419 0.000566751 0.00115879 0.000646404 0.00080362 0.0010243 0.00114873 0.00107753 0.00102487 0.000579588 0.000279102 0.00116406 0.00118243 0.00110292 0.00105113 0.000932917 0.000363923 0.00111532 0.000547897 0.000869126 0.000591377 0.00107551 0.00112798 0.00107392 0.00114316
internal_weight=0 691 2430 236 455 2335 344 1908 247 95 427 1829 324 151 190 111 1505 1093 293 386 66 97 412 170 57 128 320 387 127 351
internal_count=3121 691 2430 236 455 2335 344 1908 247 95 427 1829 324 151 190 111 1505 1093 293 386 66 97 412 170 57 128 320 387 127 351
is_linear=0
shrinkage=0.00196078


Tree=4592
num_leaves=31
num_cat=0
split_feature=1 52 2 10 11 4 41 2 160 15 52 1 150 159 480 49 0 150 2 49 39 12 475 4 43 2 52 3 4 15
split_gain=0.640746 0.157209 0.105206 0.0904826 0.0899586 0.086076 0.0776302 0.0776173 0.0731048 0.0891725 0.0703443 0.100096 0.0631819 0.06259 0.07111 0.0617767 0.0615482 0.0612951 0.109219 0.0639637 0.065359 0.0737952 0.112129 0.114533 0.0883584 0.0643695 0.079927 0.0605059 0.0593497 0.067443
threshold=0.10293500000000001 -0.52606999999999993 0.12043500000000001 0.058500000000000003 0.084110000000000004 0.40124500000000002 0.083035000000000012 0.090425000000000019 -0.24143499999999998 -0.26481999999999994 -0.56741999999999992 0.089770000000000016 0.083555000000000004 0.11389500000000001 -0.085809999999999984 0.11560500000000001 -0.0058249999999999994 0.083250000000000005 0.093840000000000021 -0.056454999999999991 0.10166000000000001 0.090545000000000014 -0.080559999999999979 0.052250000000000012 0.016310000000000002 0.098630000000000009 0.008405000000000001 -0.11171999999999999 -0.059649999999999988 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 8 7 16 13 -3 -10 -9 17 27 14 -1 -16 28 19 -19 -12 21 22 -21 24 25 26 -24 -13 -4 -30
right_child=1 2 6 -5 -6 -7 -8 10 9 -11 11 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.013113849270247066 0.0084369530681786802 0.0093629647239015026 0.0070003318567095065 0.00074357390362900081 0.010475807713477739 0.0010780480859631841 0.0078342392388731242 0.011768214640995631 -0.00035432233379628414 0.0047747802000778685 0.0015597486635670066 0.0093630108807701614 -0.00058445078986031672 0.0040595892405267371 0.0079260025720981793 0.0029093368556350474 -0.0028858877175177138 0.006032304779626429 0.015946797113865614 0.0020369852245177909 0.001883466766538242 0.0063388565249100793 0.0080335911104662556 0.0062304003407702762 0.0054388340725563464 0.017488863293758847 0.014902298241213431 0.0029152364914067264 0.0021860675499714814 -0.0032270810463362271
leaf_weight=26 70 29 21 57 28 22 20 26 39 259 24 22 28 43 1354 25 30 25 20 23 26 500 36 68 20 22 32 43 156 27
leaf_count=26 70 29 21 57 28 22 20 26 39 259 24 22 28 43 1354 25 30 25 20 23 26 500 36 68 20 22 32 43 156 27
internal_value=0 0.00392891 0.00345509 0.00444195 0.00503577 0.00730417 0.00185437 0.00736213 0.00456996 0.00410352 0.00664116 0.00649121 0.00338685 0.00781772 0.00793274 0.00783506 0.00134327 0.0068539 0.0104387 0.0066391 0.00680678 0.00698939 0.00860762 0.00945664 0.011451 0.0127871 0.0112659 0.00509756 0.00196521 0.00138741
internal_weight=0 736 666 412 355 2385 254 2363 327 298 915 889 93 1448 1405 1379 234 796 45 751 727 701 201 178 110 90 68 65 204 183
internal_count=3121 736 666 412 355 2385 254 2363 327 298 915 889 93 1448 1405 1379 234 796 45 751 727 701 201 178 110 90 68 65 204 183
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 16 0 15 12 1 1 4 3 4 1 0 43 2 475 1 3 43 1 4
split_gain=32.3095 5.45952 2.91263 2.12962 1.76728 1.65573 1.41276 1.00273 0.919195 0.788093 0.705199 0.670523 0.537798 0.874993 0.507606 0.486402 0.456015 0.376379 0.477113 0.362269 0.327366 0.289355 0.333924 0.286504 0.283868 0.27801 0.277108 0.228222 0.215347 0.212779
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.077845000000000011 0.14122000000000004 -0.52595999999999987 -0.10474999999999998 -0.11033999999999998 0.090455000000000021 0.122715 0.083135000000000014 -0.52556499999999995 -0.13927999999999999 -0.15289999999999995 0.16175000000000003 -0.060129999999999996 -0.032879999999999993 0.13501500000000002 -0.082014999999999991 0.12408500000000001 0.086245000000000016 -0.080084999999999976 0.12000500000000001 -0.073934999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 28 12 -8 -4 11 -7 13 -1 17 -2 -15 -14 -19 -10 -6 29 -23 -5 -13 -21 -18 -11 -3 -16
right_child=1 4 9 23 20 10 8 -9 19 27 -12 24 14 16 21 -17 26 18 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013412690105788013 0.0011722846625076386 0.00060575294363148066 0.0011557418383470101 0.00079059628096185509 0.00043037272880309355 0.00078935118720811954 0.00097330249639250718 0.0014671094296548144 0.00092911729479537282 0.00083691434406950034 0.00087078998977917915 0.0013039648182251874 0.00153868875374981 0.0011770825807601419 0.0012537858112857151 0.00088762018459321993 0.00073092635494876863 0.00098784591078453351 0.0012733387209196395 0.00069721011048612359 0.00015849294010497608 0.00085988516608873999 0.0012181910404972002 0.00053378958477363154 0.0011389103186024859 0.00051205480254075224 0.0010103016432473982 0.00058977714684956223 0.00040053661422393392 0.0011747837162291925
leaf_weight=49 113 28 28 61 90 20 53 76 20 51 41 45 20 43 248 29 21 23 1047 121 21 20 20 23 365 42 39 20 66 278
leaf_count=49 113 28 28 61 90 20 53 76 20 51 41 45 20 43 248 29 21 23 1047 121 21 20 20 23 365 42 39 20 66 278
internal_value=0 0.000719951 0.00120663 0.000967755 0.000592958 0.00122048 0.000664947 0.00124647 0.000745916 0.000877161 0.0011165 0.00113992 0.0012372 0.00112558 0.00124745 0.00111415 0.00102297 0.00127218 0.0012672 0.00068006 0.000378936 0.00119981 0.00103904 0.00072028 0.00115703 0.000649501 0.00091252 0.000767298 0.000461665 0.00121203
internal_weight=0 667 2454 226 441 2355 330 1884 236 99 471 430 1808 152 1656 142 103 1090 1070 183 111 566 40 84 410 163 60 71 94 526
internal_count=3121 667 2454 226 441 2355 330 1884 236 99 471 430 1808 152 1656 142 103 1090 1070 183 111 566 40 84 410 163 60 71 94 526
is_linear=0
shrinkage=0.00196078


Tree=4594
num_leaves=31
num_cat=0
split_feature=1 155 2 9 457 0 48 484 15 15 14 0 4 484 50 10 14 124 13 51 12 0 2 2 43 12 1212 12 150 42
split_gain=0.649733 0.154467 0.116483 0.0862614 0.0965506 0.0813949 0.0766693 0.0767049 0.076006 0.153598 0.0950615 0.0722849 0.0708777 0.0728517 0.0690707 0.0659627 0.0646725 0.0746733 0.0746357 0.0921172 0.0880062 0.0711192 0.125602 0.141906 0.13497 0.0895612 0.287218 0.142302 0.0951258 0.0820571
threshold=0.10293500000000001 0.11245500000000001 0.12043500000000001 -1.0000000180025095e-35 0.094310000000000019 0.22582000000000002 -0.0046349999999999994 -0.077099999999999988 -0.41942499999999994 -0.30407999999999996 -0.073114999999999986 0.024095000000000002 0.51388000000000011 0.090535000000000018 0.10616500000000001 -0.0026549999999999994 0.062655000000000016 -0.076779999999999987 0.038215000000000006 0.11144500000000002 0.082095000000000015 -0.10474999999999998 0.079055000000000014 0.085730000000000015 0.10915000000000001 0.083785000000000012 0.040035000000000008 0.083875000000000019 0.10874500000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 15 6 16 -5 -8 12 -10 -11 14 -4 -14 -9 -2 17 -1 21 20 -20 22 -19 -24 -25 26 29 -27 -29 -23
right_child=1 -3 8 4 -6 -7 7 11 9 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 -22 25 23 24 -26 27 -28 28 -30 -31
leaf_value=0.0045437829604923607 0.0034607429417296866 0.0089566689137308333 0.0070867605659219891 0.011249235784634949 -0.00063909786567091943 0.0013381752518138714 0.010572429993995824 0.0049198126693437289 -0.0061650053391026126 0.0079517391392627083 0.00090405863909900463 0.00025630097836256029 0.0052777944314900951 -0.0029745092312805357 0.010673119168242684 -0.0033541775867342951 0.0102359043949629 -0.0015225822990760206 0.0010888972391302769 -0.00016808994008566845 0.0072440202032865268 0.0095905705999807817 0.014766660160385074 0.0043656645028338163 0.01218508902023098 -0.00041739173410903845 0.020271240516255298 0.0077426376861660304 0.012746077482230389 0.003845010604709387
leaf_weight=83 49 61 46 24 25 21 26 225 27 23 114 30 23 20 23 20 89 20 26 22 218 145 20 121 27 21 24 1479 39 30
leaf_count=83 49 61 46 24 25 21 26 225 27 23 114 30 23 20 23 20 89 20 26 22 218 145 20 121 27 21 24 1479 39 30
internal_value=0 0.00413757 0.00370207 0.00471922 0.00535132 0.00753642 0.00580791 0.00537833 0.00200548 0.000728644 0.00208725 0.00489255 0.00435832 0.00143951 0.00545339 0.0014854 0.00759148 0.00748802 0.00759951 0.00602936 0.00658815 0.00781636 0.00596875 0.00686057 0.00579218 0.00801622 0.0100125 0.00775809 0.00787118 0.00860562
internal_weight=0 736 675 422 353 2385 328 304 253 164 137 278 89 43 248 69 2364 2275 2192 266 244 1926 188 168 148 1738 199 1539 1518 175
internal_count=3121 736 675 422 353 2385 328 304 253 164 137 278 89 43 248 69 2364 2275 2192 266 244 1926 188 168 148 1738 199 1539 1518 175
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=31
num_cat=0
split_feature=1 3 52 132 3 148 124 4 43 43 0 147 16 13 3 2 393 472 133 12 3 12 1 52 1 160 1 1 0 52
split_gain=0.526283 0.137733 0.0959417 0.0781085 0.100212 0.0735002 0.0796901 0.0696304 0.0651851 0.0942069 0.0720554 0.107926 0.0708612 0.0662386 0.108738 0.0631003 0.0654317 0.0616495 0.0592327 0.0670532 0.0730411 0.0800249 0.110084 0.0549397 0.0556714 0.0956872 0.123401 0.088769 0.0785973 0.0874042
threshold=0.10293500000000001 0.31299000000000005 -0.53299999999999992 0.10512500000000001 0.42240500000000009 -0.098399999999999974 0.0049200000000000008 0.40124500000000002 -0.24021999999999996 -0.073404999999999984 -0.050684999999999994 0.093615000000000018 0.057265000000000003 -0.0079349999999999993 -0.028564999999999997 0.090425000000000019 0.086855000000000016 -1.0000000180025095e-35 0.0068000000000000014 -0.015429999999999998 0.13524500000000003 0.10016000000000001 0.10797500000000002 -0.56741999999999992 0.089770000000000016 0.050340000000000003 0.096575000000000008 0.084885000000000002 0.041630000000000007 0.10473500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 17 4 -3 -4 8 15 -7 13 11 18 -12 -10 -15 -1 23 -2 19 -11 21 22 -21 -17 27 26 -26 28 -25 -30
right_child=1 3 5 -5 -6 6 -8 -9 9 10 12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0072456903152021638 0.0043653377247492567 0.00093145461372948961 -0.0020749152736971154 0.0052499171829334008 -0.0071210688119754204 0.0095132279714259024 -0.00044327803382960456 0.0011829312319274654 0.0035869554513377833 0.013153360242999734 0.00057681526429951191 0.00021447103185346351 0.007283635887459082 0.0034333812277603511 -0.0058898167578842154 0.010852874100405294 0.0010323576357526086 0.010453522150428633 0.0021168606744322461 0.0053324083736895223 0.0032239627610478137 0.0049003295762783013 0.014142334424714381 0.0066071535519589405 -0.003778201363121088 0.0078558855043310265 0.005709367503155152 0.01244923999765888 0.0052791023743338885 -0.0024793440522626045
leaf_weight=1448 29 68 20 27 20 24 36 22 149 21 50 25 23 29 22 26 24 39 20 23 36 38 37 677 26 36 29 24 53 20
leaf_count=1448 29 68 20 27 20 24 36 22 149 21 50 25 23 29 22 26 24 39 20 23 36 38 37 677 26 36 29 24 53 20
internal_value=0 0.00372382 0.0043125 0.000544916 -0.000898664 0.00387664 0.00409996 0.00678277 0.00442905 0.00417108 0.00537901 0.00636053 0.00268992 0.00252224 -0.00058839 0.00683491 0.00618484 0.00785709 0.00723854 0.0078994 0.00707602 0.00849106 0.0107652 0.00632363 0.00618749 0.00384781 0.00122433 0.00646257 0.006271 0.0031535
internal_weight=0 736 621 115 88 553 533 2385 497 473 273 200 73 200 51 2363 915 68 175 155 134 98 60 891 865 91 55 774 750 73
internal_count=3121 736 621 115 88 553 533 2385 497 473 273 200 73 200 51 2363 915 68 175 155 134 98 60 891 865 91 55 774 750 73
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 159 1 4 13 15 3 3 3 14 13 0 1 131 3 0 0 43 0 49 133 4 157
split_gain=32.4594 5.0492 3.18196 2.61422 2.06442 1.70831 1.58329 1.48091 1.06113 0.886232 0.878842 0.784856 0.709143 0.805338 0.560104 0.995924 0.54908 0.375883 0.35738 0.340328 0.307007 0.306331 0.260383 0.246922 0.23821 0.225829 0.225536 0.222383 0.21905 0.216079
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10527500000000002 0.13501500000000002 -0.022174999999999997 0.40124500000000002 -1.0000000180025095e-35 0.092845000000000025 -0.072334999999999997 -0.07743499999999999 -0.12563999999999997 0.092670000000000016 0.31370500000000007 0.076840000000000006 0.062655000000000016 -0.47860499999999995 -0.066089999999999996 0.13146500000000003 0.09031500000000002 -0.14477499999999996 0.14486500000000005 -0.057069999999999989 -0.086304999999999979 -0.14116499999999996 -0.054319999999999993 0.086990000000000012 0.042705000000000007 -0.082819999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 6 7 18 10 -4 -5 16 25 -13 21 15 19 22 -16 -3 -10 -2 -14 29 -21 -6 -12 -11 -8 -27 -1
right_child=1 2 8 9 24 -7 27 -9 14 26 11 12 13 -15 17 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0013014764461358672 0.0011774916343257286 0.0011328822260393814 0.00075599853578690846 0.0010095083802764732 0.00038577246448469267 0.00072849707897095113 0.00069637107174567244 0.00063691820266627069 0.00051119056314205612 0.00074430551193772345 0.0013086393938150282 0.0011860115671504512 0.00077622727582267676 0.00066044170108833105 0.0003119095512867371 0.00070546370659199686 0.0013386616699856701 4.2785311644347885e-05 0.0008592770229004942 0.00015386729697495992 0.00090855415077770456 0.0010237477000992377 0.00098409016233156721 0.00035342636789622678 0.00057284096474924503 0.0011303362919757216 0.0005077835535283031 0.00041366443001464304 0.0010243431676624081 0.0011399422970612507
leaf_weight=33 47 50 26 37 31 48 23 26 30 31 24 89 20 26 53 34 56 32 29 40 25 495 40 59 168 506 31 20 88 904
leaf_count=33 47 50 26 37 31 48 23 26 30 31 24 89 20 26 53 34 56 32 29 40 25 495 40 59 168 506 31 20 88 904
internal_value=0 0.000593688 0.000534343 0.00108149 0.00066682 0.00109462 0.000867647 0.00110223 0.000379141 0.000769359 0.00110754 0.00107252 0.00102382 0.000997137 0.000339632 0.000406922 0.00114984 0.000210592 0.00103244 0.000328237 0.00108411 0.00101414 0.00113902 0.000272796 0.0005437 0.00112217 0.000626045 0.00056488 0.00111463 0.00114563
internal_weight=0 667 595 2454 321 2355 122 2307 274 99 2281 1248 630 541 248 163 1033 85 79 129 72 515 977 99 199 618 62 43 594 937
internal_count=3121 667 595 2454 321 2355 122 2307 274 99 2281 1248 630 541 248 163 1033 85 79 129 72 515 977 99 199 618 62 43 594 937
is_linear=0
shrinkage=0.00196078


Tree=4597
num_leaves=31
num_cat=0
split_feature=1 3 0 12 132 0 3 3 15 13 132 12 40 12 48 3 15 14 10 44 0 0 1 42 1208 1213 1 12 52 12
split_gain=0.54722 0.150142 0.0903328 0.0868707 0.0814937 0.0751918 0.0732422 0.118957 0.082624 0.0686016 0.0622735 0.0674531 0.0595156 0.0803505 0.0594144 0.088738 0.0615863 0.0572172 0.0689596 0.0565242 0.0837757 0.136068 0.0758187 0.0642971 0.080115 0.0934153 0.0626703 0.0669496 0.0606821 0.126229
threshold=0.10124500000000002 -0.049509999999999992 0.089620000000000019 0.096395000000000022 -1.0000000180025095e-35 0.22582000000000002 0.076840000000000006 0.11658 -0.0088349999999999974 -0.11122999999999998 0.082230000000000011 0.092465000000000006 -0.063404999999999989 -0.096104999999999982 0.091840000000000019 0.16158000000000003 -0.30407999999999996 0.062655000000000016 -0.0026549999999999994 1.0000000180025095e-35 -0.13027499999999997 -0.14226499999999997 0.083135000000000014 0.11457500000000002 0.099975000000000008 -0.021674999999999996 0.090405000000000013 0.10408500000000002 0.11277500000000001 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 -2 17 12 -8 14 -6 11 -11 -3 -14 16 -16 -9 18 -1 20 21 22 -20 28 25 -25 27 -27 -22 -30
right_child=1 2 -4 -5 9 -7 7 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 23 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0024719296413583357 1.2909675664875818e-05 0.0032582633289028754 -0.0034173975105990066 -0.0022573718834402309 0.0015353524558512229 0.00088219260564073923 0.0091721334603634928 0.0041556520338513351 -0.0010794645786518231 0.010660957019232836 0.0024257565736128337 0.0063898505894640772 0.0043978690093023362 -0.0030935014194877048 0.0062443209151106498 -0.00096520390958941885 0.0095332191106589411 0.0095266149335493742 0.010870270128361881 0.01205355729749003 0.0075156620140423916 -0.0027163427534767173 0.004402126683979421 0.008851587913673499 0.0092316563788650413 0.0071169450580782726 -0.0026104190875776111 0.00094537355889303559 -0.0009833950035196418 0.0065711883231931445
leaf_weight=34 23 132 22 28 28 20 47 57 32 48 29 161 22 41 31 38 34 89 24 22 1600 22 74 29 37 32 20 39 24 282
leaf_count=34 23 132 22 28 28 20 47 57 32 48 29 161 22 41 31 38 34 89 24 22 1600 22 74 29 37 32 20 39 24 282
internal_value=0 0.00392004 0.00284311 0.00314123 0.00572362 0.00698757 0.00348953 0.00466295 0.00355914 0.0062174 0.00676823 0.00737077 0.00205133 -0.000477467 0.00448686 0.00227386 0.00616485 0.00704003 0.00694118 0.0070101 0.00695927 0.0043907 0.00598616 0.00710868 0.00516351 0.00390916 0.0023341 0.00372693 0.0072689 0.00597867
internal_weight=0 773 484 462 289 2348 434 239 192 266 238 209 195 63 160 69 91 2328 2239 2205 2183 120 98 2063 157 120 91 71 1906 306
internal_count=3121 773 484 462 289 2348 434 239 192 266 238 209 195 63 160 69 91 2328 2239 2205 2183 120 98 2063 157 120 91 71 1906 306
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 47 2 14 14 157 15 47 1 2 0 49 16 151 16 2 376 47 39 15 0
split_gain=44.4503 5.56842 4.97172 4.11118 2.86676 2.02528 1.65164 1.56977 1.34727 1.00052 0.874465 0.856606 0.74234 0.636405 0.645321 0.535807 0.532747 0.507392 0.470275 0.469262 0.465497 0.482921 0.448415 0.422133 0.734983 0.359631 0.418432 0.356585 0.351851 0.294405
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.047929999999999993 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.17966999999999997 0.082585000000000006 0.033845000000000007 0.077555000000000013 0.11824000000000001 0.076175000000000007 0.062655000000000016 -0.080299999999999996 0.13592500000000005 0.091680000000000011 0.16175000000000003 0.14285500000000004 -0.11242999999999999 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 -0.039889999999999988 0.10097500000000002 0.083785000000000012 0.10670500000000001 0.087880000000000014 -0.095244999999999982 -0.092404999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 10 27 12 -6 18 15 13 -2 19 14 -1 29 20 -7 25 28 -9 -22 -23 -16 -25 26 -5 -3 -4 -8
right_child=1 5 6 8 7 17 9 16 -10 -11 -12 -13 -14 -15 23 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00088181723858795919 0.0012589851926480022 0.0007548592481731735 0.0013749157038389468 0.00084137241964266519 0.0013644945325136852 0.00041062656292254715 0.001464964172878519 0.0010728892130232881 0.0004649438498984467 0.0011539772512572113 0.0015471670190159346 0.00081370507093036875 0.001644200001480431 0.0015428103448129166 0.0011060046321833817 0.0010243448632859004 0.0010920449690793152 0.00010482845185141937 0.00055719386998400529 0.001398040779030892 0.00091504206710205842 0.00079336459170174746 0.0004657401699205058 0.001442033042192541 0.0010586073865170734 0.0006593533978183759 0.0011324419653048368 0.00052829003040483842 0.0010155738992931955 0.0013173537513944051
leaf_weight=25 98 96 20 59 28 126 56 21 57 171 35 20 46 20 68 23 31 25 21 1053 43 36 29 57 29 23 28 37 22 718
leaf_count=25 98 96 20 59 28 126 56 21 57 171 35 20 46 20 68 23 31 25 21 1053 43 36 29 57 29 23 28 37 22 718
internal_value=0 0.000713127 0.00131077 0.000896641 0.00111649 0.000515397 0.00134964 0.000936193 0.000716582 0.00129007 0.00126135 0.00118351 0.00140018 0.00121108 0.00117402 0.00131927 0.00086124 0.000359998 0.000826073 0.00138993 0.000805776 0.000753837 0.000647194 0.00122145 0.00131274 0.000877404 0.00093505 0.000691829 0.00118669 0.00132803
internal_weight=0 590 2531 306 422 284 2109 188 188 968 234 118 1141 199 179 797 160 151 131 1095 129 108 65 154 86 110 87 133 42 774
internal_count=3121 590 2531 306 422 284 2109 188 188 968 234 118 1141 199 179 797 160 151 131 1095 129 108 65 154 86 110 87 133 42 774
is_linear=0
shrinkage=0.00196078


Tree=4599
num_leaves=31
num_cat=0
split_feature=4 3 9 4 0 3 16 11 0 2 48 43 15 13 43 15 43 1 1447 481 159 0 42 1 16 132 12 15 3 42
split_gain=0.597255 0.187276 0.121171 0.0900344 0.123276 0.108878 0.164861 0.0879524 0.0872304 0.0838645 0.078431 0.0731663 0.170947 0.136099 0.118186 0.104503 0.15522 0.0949356 0.0855539 0.125892 0.111087 0.0854207 0.0704374 0.0702274 0.0668102 0.0637899 0.129946 0.0887812 0.242701 0.141292
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 -0.073934999999999987 -0.036484999999999997 0.092670000000000016 -0.059624999999999991 1.0000000180025095e-35 -0.089269999999999988 0.25063000000000007 0.083685000000000009 -0.03898999999999999 0.024640000000000006 -0.01163 -0.025214999999999998 0.09006500000000002 -0.043144999999999996 0.088305000000000008 -0.086059999999999984 -0.08452999999999998 -0.019375 -0.078704999999999983 0.11688500000000002 0.095950000000000021 0.0028900000000000006 -0.083284999999999984 0.088105000000000003 0.087825000000000014 -0.080634999999999984 -0.025789999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 8 5 7 -7 22 -4 23 -1 12 13 -10 -13 17 21 -14 -16 -20 -21 -17 -5 -2 -23 26 -22 -27 29 -29
right_child=9 -3 3 4 -6 6 -8 -9 11 -11 -12 14 15 -15 18 16 -18 -19 19 20 25 24 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0016437528580427172 0.0088529279734939331 0.0021374877587271232 0.010664736095244404 0.0071873048542785119 0.0019735004445857497 0.0072537118080072101 -0.0026490149517736303 0.011781610231846571 0.0056197029901668433 -0.0030130074165451034 0.0063594957687503964 0.014873785409145059 0.0079667516759274384 -0.0054477834934368733 0.014129559750753371 0.0016671819559467786 -0.0030384227656759322 0.014936621798931259 0.001104938244248775 0.014900316670030842 0.0071170153741080032 0.01229269071482122 0.003910610502303377 0.0027378811721796587 0.0050756325094920146 0.0084825360123580631 0.01624383623353564 0.0069388984311972894 0.0086974304626198581 -0.0016216277763448366
leaf_weight=25 20 75 110 1333 51 40 29 40 25 24 24 26 130 20 22 22 20 23 27 23 39 29 69 308 23 318 26 31 118 51
leaf_count=25 20 75 110 1333 51 40 29 40 25 24 24 26 130 20 22 22 20 23 27 23 39 29 69 308 23 318 26 31 118 51
internal_value=0 0.00706637 0.00720358 0.00729487 0.00680906 0.00697227 0.0030917 0.00715796 0.00799554 0.00269322 0.00227621 0.00769379 0.0063695 0.00070082 0.00826161 0.00740226 0.00477805 0.00901451 0.00799915 0.00778608 0.00808376 0.00689062 0.00702604 0.00311075 0.00910053 0.00781484 0.0107677 0.0074443 0.0057935 0.00161467
internal_weight=0 2769 2694 2645 1562 1511 69 1442 1083 352 49 973 292 45 681 247 94 153 655 633 606 74 1402 328 52 583 65 518 200 82
internal_count=3121 2769 2694 2645 1562 1511 69 1442 1083 352 49 973 292 45 681 247 94 153 655 633 606 74 1402 328 52 583 65 518 200 82
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 42 13 14 41 13 39 39 12 13 40 0 14 48 15 48 4 156 1451 402 484 12 1454 1443 1454 1446
split_gain=0.486379 0.143324 0.117758 0.145899 0.11747 0.089442 0.0873801 0.0988051 0.0734208 0.0823692 0.356317 0.0804492 0.0703602 0.0663584 0.0672358 0.0550627 0.0536308 0.0495741 0.0802502 0.0652278 0.0582865 0.0878455 0.0594322 0.0568327 0.0930645 0.133638 0.0703319 0.0996675 0.0932273 0.0809079
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 -0.019989999999999997 -0.013634999999999998 -0.10708499999999999 0.082735000000000017 -0.39067499999999994 0.084780000000000008 0.096625000000000016 0.092465000000000006 -0.0069799999999999992 -1.0000000180025095e-35 0.22582000000000002 -0.073114999999999986 0.10227500000000002 -0.13578499999999996 0.10697000000000002 0.042705000000000007 0.013700000000000002 0.089825000000000002 0.08865000000000002 -0.081614999999999979 0.084595000000000017 0.10234000000000001 0.090755000000000016 0.083800000000000013 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 4 -3 -4 8 -8 9 16 -11 -12 -5 14 -6 17 -7 18 -1 -19 22 -22 23 26 -25 -26 27 28 29 -20
right_child=1 2 5 12 13 6 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18 19 20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0096068308298223812 0.0078047004892514696 0.0081084350633820329 -0.002538033306417573 0.010716043068812443 0.0045798082205692481 0.0068414514037695804 0.00963680508831548 0.0032569978460388251 0.0059301575196200407 -0.013051313733948128 0.0050775766683121525 -0.0023066400400130081 0.0057419058811363013 -0.0042672863113693898 -0.0011836683878209443 0.0014074672269634905 0.0011999644449133485 0.0013159412906343978 0.006460496185923115 0.0064324229004104512 0.0058138065928547379 -0.00078170206609436067 0.011901731981260641 0.0031357749551534659 0.01537546300778872 0.0079903393146092717 0.010723563352075872 -0.00036564210341090246 0.001677658216948131 0.0089918695159579218
leaf_weight=96 78 29 36 39 48 22 29 149 29 21 36 25 105 20 35 20 72 39 1378 69 246 22 23 30 29 158 40 21 38 139
leaf_count=96 78 29 36 39 48 22 29 149 29 21 36 25 105 20 35 20 72 39 1378 69 246 22 23 30 29 158 40 21 38 139
internal_value=0 0.00374013 0.00328396 0.00488778 0.00248637 0.0022275 0.00267544 0.0042964 0.00126797 0.000499764 -0.00181647 0.00205126 0.00708907 0.000903463 0.00214943 0.00663211 0.00252031 0.00667699 0.00677877 0.0045848 0.00665095 0.00527238 0.00685001 0.00678663 0.00830615 0.00913563 0.00658258 0.00647748 0.00656989 0.00669244
internal_weight=0 773 695 276 132 419 383 178 205 176 82 61 144 103 83 2348 94 2328 2220 108 2124 268 1856 1833 217 187 1616 1576 1555 1517
internal_count=3121 773 695 276 132 419 383 178 205 176 82 61 144 103 83 2348 94 2328 2220 108 2124 268 1856 1833 217 187 1616 1576 1555 1517
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 1 14 2 4 1 52 14 14 42 1 50 15 2 3 1 2 41 1 0 16 42
split_gain=49.7796 8.1028 4.08637 3.67251 2.58724 2.51894 2.03083 1.73606 1.48999 1.0874 1.0772 0.909462 0.774134 0.767381 0.531565 0.437115 0.41566 0.482886 0.40654 0.404245 0.379656 0.361558 0.351526 0.329452 0.709855 0.332704 0.41354 0.307382 0.305456 0.246188
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.090050000000000005 -0.15289999999999995 0.122715 -0.56176499999999996 0.096015000000000017 -0.46166999999999997 0.095185000000000006 0.091450000000000017 0.041865000000000006 -0.089964999999999976 0.11411 -0.014944999999999998 0.089770000000000016 0.097845000000000015 0.081560000000000007 1.0000000180025095e-35 -0.059114999999999994 0.11346000000000002 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 22 -9 -4 11 18 -10 -2 -13 -12 -14 -18 -1 20 27 -5 -3 25 -25 26 29 -6 -7 -16
right_child=1 4 9 21 19 28 -8 8 12 -11 15 14 16 -15 23 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014557155233964067 0.0013490630605610505 0.00067304832866044932 0.0012798863814363843 0.00093140381077925366 0.00047708265600772962 0.00081394469178651158 0.00086675103793137042 0.0010935587920813572 0.0010842856048953299 0.00084712672489800601 0.0017226444490850261 0.0015640993328655468 0.00091382925964745816 0.00099150926438919024 0.0013144078987748107 0.001410276277197732 0.0006817738394057914 0.00035248959181355497 0.0013618262807806444 0.00058219208007012559 8.1042319190905912e-05 0.00066293056825339556 0.00041085489761622196 0.00091702426452429679 0.0013520987632939271 0.0011099380320485899 0.0015956957349106619 0.00018654325794355541 0.0011278702334605436 0.0013893592069089188
leaf_weight=1139 113 28 34 30 42 26 26 53 20 65 61 46 24 29 299 24 119 20 210 26 22 54 66 21 46 20 29 21 22 386
leaf_count=1139 113 28 34 30 42 26 26 53 20 65 61 46 24 29 299 24 119 20 210 26 22 54 66 21 46 20 29 21 22 386
internal_value=0 0.000781907 0.001386 0.0010838 0.000627197 0.0014024 0.00141165 0.0007143 0.000804056 0.000995751 0.00141786 0.00140948 0.00072021 0.00127604 0.00135912 0.00163445 0.000675539 0.000634395 0.0014411 0.000368241 0.000302798 0.000758814 0.000488955 0.00134735 0.00121573 0.00135937 0.00136635 0.000380236 0.000957827 0.00135664
internal_weight=0 667 2454 226 441 2355 2307 330 236 99 2281 2196 183 142 847 85 163 139 1349 111 85 84 94 801 67 734 714 63 48 685
internal_count=3121 667 2454 226 441 2355 2307 330 236 99 2281 2196 183 142 847 85 163 139 1349 111 85 84 94 801 67 734 714 63 48 685
is_linear=0
shrinkage=0.00196078


Tree=4602
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 1 2 2 3 1 52 1 2 12 10 47 40 3 16 475 39 151 4 49 0
split_gain=31.6304 5.35066 3.35298 2.85491 1.9753 1.65471 1.16571 1.11178 0.937267 1.00021 0.901633 0.824508 0.751901 0.631249 0.334116 0.302712 0.317705 0.469389 0.31231 0.2711 0.240908 0.236818 0.218515 0.527543 0.233099 0.202943 0.202117 0.199494 0.194615 0.191893
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.17025000000000004 0.40945500000000007 0.09253500000000002 0.11474000000000002 0.090425000000000019 0.30112000000000005 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.095780000000000018 -0.38124499999999995 0.10648500000000001 -1.0000000180025095e-35 0.090900000000000009 0.083160000000000026 -0.088274999999999978 0.089790000000000023 -0.088784999999999989 0.23246000000000003 -0.054319999999999993 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 12 9 13 -5 27 14 21 22 -14 18 -18 25 -10 26 -4 24 -24 -1 -17 -3 -6 -12 -7
right_child=1 2 8 10 11 29 -8 -9 19 -11 28 -13 15 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089977248895086175 0.0010050109659693557 0.00061040927674256118 0.00045237455356916692 0.00091228194206076504 0.00097699102267811999 0.00077765451183081104 0.0012374405814360838 0.00056351231126390295 0.0001683788053152144 0.0002406982705360212 0.0006158237170651599 0.0005010393344225477 0.00111918965404674 0.00021867158514764589 0.00096368557028201881 0.0010074446073370978 0.00056787393877611434 0.00093577158582561161 0.00091350441010516162 -0.00011931935891362965 0.00067300329275448312 0.00068942490970224106 0.0006801250587929698 0.0011304841643454981 0.0010580505568515653 0.00081382832106421975 0.0004364322858915311 0.00077548327983594412 0.00039357082039138686 0.00052883652309981225
leaf_weight=37 76 30 26 34 51 22 84 22 34 132 33 26 43 22 216 386 20 40 298 20 23 43 20 20 1079 22 178 30 28 26
leaf_count=37 76 30 26 34 51 22 84 22 34 132 33 26 43 22 216 386 20 40 298 20 23 43 20 20 1079 22 178 30 28 26
internal_value=0 0.000514188 0.000453533 0.000989618 0.000584599 0.00100317 0.00101074 0.00100209 0.000293605 0.000349731 0.000656418 0.000804842 0.00100652 0.000507888 0.00103447 0.000959105 0.000950118 0.000813139 0.000961759 6.18239e-05 0.000482581 0.000600102 0.0010477 0.000905305 0.0010528 0.000997005 0.000461525 0.000902359 0.000513806 0.000642878
internal_weight=0 691 615 2430 338 2335 2287 2203 277 223 95 107 2181 91 1372 809 766 60 706 54 231 69 1156 40 1116 408 208 81 61 48
internal_count=3121 691 615 2430 338 2335 2287 2203 277 223 95 107 2181 91 1372 809 766 60 706 54 231 69 1156 40 1116 408 208 81 61 48
is_linear=0
shrinkage=0.00196078


Tree=4603
num_leaves=31
num_cat=0
split_feature=1 3 1 4 45 2 16 454 1 133 1 15 124 376 15 12 11 11 1211 402 1209 1212 2 158 0 0 1375 402 16 1455
split_gain=0.676331 0.180382 0.101344 0.082773 0.0741901 0.0715525 0.0731539 0.0633862 0.0631632 0.077592 0.0739907 0.0626489 0.0615223 0.103803 0.0647506 0.0609563 0.117216 0.151792 0.0780131 0.0908713 0.130571 0.0736986 0.148562 0.145586 0.0737519 0.143821 0.104409 0.0640842 0.0755683 0.0648998
threshold=0.10124500000000002 -0.049509999999999992 0.16540500000000002 0.42642000000000008 0.10526500000000001 0.13404500000000005 0.13751500000000003 -0.037229999999999992 0.11669000000000002 0.087035000000000015 0.10871500000000002 -0.076244999999999993 -0.076779999999999987 0.084985000000000019 -0.087679999999999994 0.087695000000000009 0.080150000000000013 0.077290000000000011 0.087635000000000005 -0.094749999999999987 0.087170000000000011 0.087685000000000013 0.084515000000000021 0.11095000000000001 -0.11173999999999999 -0.14226499999999997 -1.0000000180025095e-35 0.2506000000000001 -0.073404999999999984 -0.24112999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 7 12 -7 -3 9 10 -9 -12 13 14 -1 16 17 18 19 -14 21 23 -23 24 25 26 -21 28 -17 -30
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 15 -15 -16 27 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0063959596918955934 0.0072817272195709439 -0.0021832239744253457 -0.0029238964244723323 0.0030562745802634366 0.0090267187275458131 0.00059805643158378436 0.0083663109668784524 0.0035360686215095815 0.0024740513885373495 0.00099360014443309642 0.0060058183974783441 0.011872885595741017 0.0034432543627917773 0.01149260786944069 -0.0001210048624003927 0.0085105201005466723 0.0018657032772898673 0.017210126415427244 0.013318571807159223 0.0012785607017576695 0.015913673983110735 -0.0014198787849057804 0.0097455633463911159 0.016022786397773488 0.0088471875560224653 -0.00093688531272599239 0.0093000810349029815 0.0022245192857967182 0.012526021469384432 0.0067373600418640343
leaf_weight=31 231 20 25 58 24 27 22 66 230 39 52 28 35 20 30 566 25 21 34 20 24 22 26 26 655 23 86 22 20 613
leaf_count=31 231 20 25 58 24 27 22 66 230 39 52 28 35 20 30 566 25 21 34 20 24 22 26 26 655 23 86 22 20 613
internal_value=0 0.00445683 0.00327642 0.00643371 0.00361412 0.00786709 0.00408584 0.0033155 0.0035805 0.00495608 0.00601455 0.00805929 0.00794768 0.0052407 0.0031909 0.00804654 0.00862669 0.00880058 0.00861488 0.00844048 0.00863878 0.00843529 0.00462807 0.0086609 0.00841676 0.00623124 0.00778659 0.00757282 0.00767096 0.00692026
internal_weight=0 773 484 289 459 2348 49 435 415 185 146 80 2299 81 61 2218 997 972 951 917 882 858 48 810 784 129 106 1221 1199 633
internal_count=3121 773 484 289 459 2348 49 435 415 185 146 80 2299 81 61 2218 997 972 951 917 882 858 48 810 784 129 106 1221 1199 633
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=31
num_cat=0
split_feature=1 2 3 133 4 2 14 157 1 2 3 0 159 43 2 151 12 1 96 159 3 49 51 1429 160 160 1456 4 4 480
split_gain=0.551997 0.140481 0.111553 0.0828999 0.0803671 0.0637636 0.0816826 0.0758108 0.062846 0.141652 0.238472 0.109081 0.0966844 0.181326 0.0978578 0.0797409 0.0625861 0.102921 0.0597608 0.0860271 0.0591564 0.0579477 0.0726853 0.192945 0.168413 0.164418 0.0759913 0.12551 0.162732 0.0771922
threshold=0.10337500000000001 0.13622000000000004 -0.028564999999999997 0.091250000000000012 0.40124500000000002 0.095545000000000005 0.076975000000000002 -0.42132499999999995 0.077565000000000009 0.086100000000000024 -0.073309999999999986 -0.22491999999999998 0.076905000000000015 -0.081454999999999986 0.079055000000000014 -0.083694999999999978 -0.42850999999999995 0.15799000000000005 0.086715000000000014 0.10382000000000001 0.31299000000000005 0.11902500000000002 -0.085384999999999989 0.083985000000000018 -0.089549999999999991 -0.081399999999999986 -0.0083149999999999977 -0.082769999999999982 -0.019614999999999997 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 18 5 6 8 -7 21 12 -11 -12 14 -14 15 -10 -3 -18 19 20 -4 22 23 24 -1 -26 27 -24 -29 -28
right_child=1 16 3 -5 -6 7 -8 -9 9 10 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 26 -25 25 -27 29 28 -30 -31
leaf_value=0.014981932904232631 0.0062539455023600272 0.0067102927807718513 0.0043477109122702353 -0.0022610871780974168 0.0010308406908403744 0.012272516652010382 0.010728726649663451 0.0060117740969425877 0.0016699428595602515 -0.0069848791882395752 0.0021857666106798743 0.011222650957378476 -0.0044999410619493575 0.0080627310772090118 0.013988801853900607 0.0074936101663433301 0.0017489097676372468 -0.0059304884262382992 -0.0013881748911808245 0.009223046165800863 7.689201217879983e-06 0.0028332879941444845 0.012222525600809605 0.018426912168607767 -0.0024521298054605723 0.009712408643215896 0.013850412957946815 -0.0018556397594511509 0.0068982508895849741 0.0077167663727478741
leaf_weight=22 247 20 181 24 22 20 71 587 25 20 34 22 20 27 22 395 137 20 20 31 38 24 20 23 20 25 21 35 54 894
leaf_count=22 247 20 181 24 22 20 71 587 25 20 34 22 20 27 22 395 137 20 20 31 38 24 20 23 20 25 21 35 54 894
internal_value=0 0.00388723 0.00468731 0.00337113 0.00704716 0.00710274 0.00740545 0.00621806 0.0072669 0.00640476 0.00238838 0.00573597 0.00702898 0.00271691 0.00748751 0.00714696 0.00144179 0.000770642 0.00387177 0.00429257 0.00359465 0.00769494 0.00779968 0.0105243 0.00781149 0.00430595 0.00756021 0.0050643 0.00345571 0.00785754
internal_weight=0 718 541 294 2403 2381 1774 607 1703 565 76 56 489 47 442 420 177 157 270 250 219 1138 1114 90 67 45 1024 109 89 915
internal_count=3121 718 541 294 2403 2381 1774 607 1703 565 76 56 489 47 442 420 177 157 270 250 219 1138 1114 90 67 45 1024 109 89 915
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 123 44 4 3 52 0 48 48 484 43 42 42 13 16 42 43 13 130 393 1204 130 1213 51 0 393
split_gain=0.460281 0.146656 0.115259 0.080656 0.0835826 0.0787915 0.0779961 0.0558175 0.109765 0.121639 0.078479 0.0677438 0.0975402 0.0725093 0.188927 0.0730504 0.102239 0.0824933 0.0778622 0.0735494 0.110252 0.07127 0.0768091 0.0679537 0.0591697 0.066796 0.0548672 0.053693 0.0503049 0.0493439
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 1.0000000180025095e-35 0.081805000000000017 -0.082249999999999976 0.092670000000000016 -1.0000000180025095e-35 -0.036484999999999997 0.092475000000000016 0.078735000000000013 0.064170000000000019 -0.011244999999999998 0.085730000000000015 0.088795000000000013 -0.017449999999999997 -0.083539999999999989 0.091205000000000008 -0.035139999999999991 -0.01163 -0.0091299999999999975 0.10938000000000002 -0.085424999999999987 -0.073054999999999981 0.087530000000000011 -0.16666999999999996 -0.071924999999999989 0.10585500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 11 10 -10 29 12 13 15 -15 17 -17 18 -1 -18 -21 22 -19 24 -23 -26 27 -27 -7 -9
right_child=3 -3 -4 -5 -6 28 -8 8 9 -11 -12 -13 -14 14 -16 16 19 21 -20 20 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0080099943839013581 -0.0025047493982128799 0.0017594549919012934 -0.00080613880013318158 0.0074313105549663307 0.002431257735148201 0.005684479274900585 0.010930159583834835 0.0062516344781247402 0.0052724877417681349 -0.0038134727546054385 0.0013173512328648941 0.0026459539265488276 0.013615189736204535 -0.0037129635168682965 0.0090396778332293409 0.014287577922839453 0.0029682796731915163 0.0066627751477062709 5.618679715553299e-05 0.0057803156378213316 0.014643415611237288 0.0019468198320828378 0.015136253615112408 0.0013688475492277317 0.013149465515743941 0.011579291328830137 0.012249313825741411 0.0064380813940326069 0.0019435063524724683 0.010818084538914264
leaf_weight=20 39 75 23 28 285 82 38 1687 41 23 32 32 24 21 26 34 23 20 32 32 25 20 23 21 20 22 20 265 64 24
leaf_count=20 39 75 23 28 285 82 38 1687 41 23 32 32 24 21 26 34 23 20 32 32 25 20 23 21 20 22 20 265 64 24
internal_value=0 0.00612117 0.0062426 0.0022821 0.00183711 0.00630329 0.00643389 0.00636519 0.00607458 0.00200722 0.00622392 0.00713747 0.00735927 0.00711866 0.00334169 0.00742632 0.00969389 0.00686799 0.00311534 0.00774157 0.00966764 0.00734278 0.0111951 0.00689265 0.00722694 0.00754988 0.00718509 0.00683218 0.0040446 0.00631569
internal_weight=0 2769 2694 352 324 2671 2525 2487 1807 64 1743 680 648 624 47 577 114 463 52 80 57 411 43 368 347 327 307 287 146 1711
internal_count=3121 2769 2694 352 324 2671 2525 2487 1807 64 1743 680 648 624 47 577 114 463 52 80 57 411 43 368 347 327 307 287 146 1711
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=31
num_cat=0
split_feature=4 3 2 1 150 15 11 1444 149 10 12 157 12 482 160 48 474 2 133 133 1455 475 42 1375 150 49 157 483 4 49
split_gain=0.372828 0.118792 0.0933596 0.0676287 0.107554 0.0846532 0.0659765 0.0723117 0.0653314 0.0677019 0.06173 0.0636009 0.0710721 0.0718721 0.0664471 0.0731303 0.0658004 0.123132 0.0660122 0.104346 0.0668838 0.065794 0.11766 0.0674607 0.0629282 0.0656079 0.0636541 0.108 0.0649166 0.0572199
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.089625000000000024 1.0000000180025095e-35 -0.094329999999999983 0.091795000000000015 -1.0000000180025095e-35 0.07770500000000001 -0.079859999999999987 0.087695000000000009 -0.089089999999999989 0.087445000000000009 0.089925000000000019 0.05259500000000001 0.083985000000000018 0.085860000000000006 0.087675000000000017 0.11269500000000002 0.099660000000000012 0.087930000000000022 -0.085684999999999997 0.083795000000000022 -0.090674999999999992 0.087170000000000011 0.12595000000000003 -0.077664999999999998 1.0000000180025095e-35 0.09173000000000002 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 6 -6 7 -5 9 -2 11 -1 13 14 16 -16 18 -18 19 20 21 22 -13 -23 25 26 27 -12 -28 -7
right_child=8 -3 -4 4 5 29 -8 -9 -10 -11 24 12 -14 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.010069898973048039 -0.0022542745943587177 0.0015835095467045903 -0.00072552476523687014 0.01064937441488323 -0.0034422276763334163 0.0045546621958516085 0.00923198773417362 0.0049193530031784397 0.0066881794848346297 0.0021881319548661018 -0.00063717780668833641 0.013591352703224403 0.010385573582191554 0.00099494563182815914 0.0097725946486767658 0.0045618527071751855 -0.0029339688830077649 0.0070229372527036401 0.0024252751750091831 0.012941912854633607 0.0012559471974292627 0.00040231344624771744 0.0038138921419158577 0.006331105554929788 0.0091304182413626794 0.0014453629877818966 0.0059109191145979255 0.0081815408831018774 0.0024985448108054698 -0.00057119837396645121
leaf_weight=49 39 75 23 23 21 98 43 519 28 285 41 32 42 26 99 37 23 27 43 24 26 20 20 475 44 43 787 21 60 28
leaf_count=49 39 75 23 23 21 98 43 519 28 285 41 32 42 26 99 37 23 27 43 24 26 20 20 475 44 43 787 21 60 28
internal_value=0 0.00550905 0.00561834 0.00567296 0.00485401 0.00243589 0.00546163 0.00516251 0.00205389 0.0016534 0.00598213 0.00656201 0.00636974 0.00617177 0.00633473 0.00835497 0.00593653 0.00244276 0.00620948 0.00648205 0.00621148 0.00644702 0.00983079 0.00609156 0.00543312 0.00526223 0.00544279 0.00234981 0.00566919 0.00341558
internal_weight=0 2769 2694 2671 732 147 585 542 352 324 1939 943 894 852 826 136 690 50 640 597 573 547 52 495 996 952 909 62 847 126
internal_count=3121 2769 2694 2671 732 147 585 542 352 324 1939 943 894 852 826 136 690 50 640 597 573 547 52 495 996 952 909 62 847 126
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 14 47 4 1 4 2 16 2 1 4 475 12 47 150 2 133 49 43 2 14 3 4 15 3 481
split_gain=55.7884 6.71731 5.51467 4.40969 3.61586 1.99027 1.85036 1.68042 1.4409 1.41562 1.41189 1.02632 0.738605 0.698102 0.694607 0.597763 0.578674 0.545867 0.474177 0.44116 0.952893 0.405287 0.384633 0.381894 0.348679 0.339017 0.337518 0.312665 0.424401 0.267422
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.076975000000000002 0.085505000000000012 0.40124500000000002 0.09253500000000002 0.36766000000000004 0.14960000000000004 -0.034884999999999992 0.14960000000000004 0.089625000000000024 0.26790000000000008 -0.069854999999999987 0.087145000000000014 0.08265500000000002 0.081835000000000019 0.10774000000000002 0.085895000000000013 -0.054319999999999993 -0.08076499999999999 0.088850000000000012 -0.41790499999999997 0.084940000000000015 -0.0070899999999999991 -0.40580499999999992 0.12178000000000001 -0.0066299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 13 12 26 -4 10 15 -8 14 23 -3 -6 17 25 -17 20 -2 -10 -21 -1 -16 -15 -5 -14 -29 -25
right_child=1 6 8 7 9 -7 11 -9 21 -11 -12 -13 27 16 24 18 -18 -19 -20 22 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.0015556735652889201 0.0012984090926600439 0.00083842318334610623 0.0013774195310016267 0.0015446165924334464 0.0015642484737448371 0.0018393826796338449 0.00066919700946996101 0.00088449457283758324 0.001029591236044379 0.00094506975376244741 0.00092203588945563564 0.0011382579460911366 0.00048062784755541606 0.00098407895581501263 0.00070144756223731086 0.001378955621235696 0.0014759760321406148 0.0015314890549717453 0.0010753795014995207 0.00050332887061670713 0.00072912498156724116 0.00074486626034763425 0.0007979447961739643 0.0016112146869538321 0.00044231874311359396 0.0013068652988245874 0.0013057728972050619 0.00042162809950098689 2.2524972311477588e-05 0.0014755170971606228
leaf_weight=954 20 30 34 46 66 75 47 29 40 33 26 29 30 22 26 341 276 23 21 20 26 37 115 63 86 29 45 20 21 491
leaf_count=954 20 30 34 46 66 75 47 29 40 33 26 29 30 22 26 341 276 23 21 20 26 37 115 63 86 29 45 20 21 491
internal_value=0 0.000799041 0.00146858 0.00100405 0.00148818 0.00152623 0.000585522 0.00129552 0.00104122 0.00133718 0.00136568 0.000848181 0.000491804 0.00151358 0.000573449 0.00139263 0.00143469 0.00128072 0.00136134 0.000810805 0.00097664 0.000892775 0.000754298 0.0015319 0.000502474 0.00116762 0.00142651 0.000328513 0.000217209 0.00149095
internal_weight=0 590 2531 301 2420 1933 289 120 111 487 454 76 213 1858 142 428 350 74 362 181 46 77 135 1508 112 51 91 71 41 554
internal_count=3121 590 2531 301 2420 1933 289 120 111 487 454 76 213 1858 142 428 350 74 362 181 46 77 135 1508 112 51 91 71 41 554
is_linear=0
shrinkage=0.00196078


Tree=4608
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 47 2 1 2 4 447 1 52 1 0 47 52 4 160 3 3 457 13 15 13 43 131
split_gain=25.0463 4.40222 2.54591 2.08639 1.4043 1.14509 0.812686 0.738969 0.734868 0.665114 0.621257 0.482153 0.523861 0.355548 0.344175 0.32389 0.251842 0.259542 0.228345 0.225971 0.337029 0.222211 0.22953 0.202086 0.223291 0.301735 0.200286 0.199301 0.184875 0.179705
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.11474000000000002 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.084065000000000015 0.08592000000000001 -0.56176499999999996 0.089625000000000024 -0.10836499999999999 0.090100000000000013 0.039215000000000007 0.24564500000000003 -0.067824999999999983 -0.0025099999999999996 1.0000000180025095e-35 0.094310000000000019 -1.0000000180025095e-35 -0.41942499999999994 0.049530000000000012 0.0016850000000000001 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 7 -6 13 11 15 -5 12 -4 16 -15 -7 -1 -18 23 20 -17 -14 -23 -3 25 -25 -13 -19 -21 -2
right_child=1 2 8 10 6 9 -8 -9 -10 -11 -12 26 21 14 -16 19 17 27 -20 28 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00088729085822271685 0.00092918058565142107 0.00030690883563379799 0.00045209990928109684 0.00076981185191024137 0.00076056417268057246 0.0009770201685511729 0.00034975715893095517 0.0010765115091321514 0.0004820449564262443 0.00053834516407199478 0.00043904431234914669 0.0001944549825431401 0.00035452718107317212 0.00084863361440786801 0.00051656408247604873 0.00076672125819573079 0.00061897626495297582 0.0008595347343152693 0.0005446645742768131 0.00086975417822106717 0.0005085930749982679 0.0002425686366537229 3.1170699946290138e-05 0.00039027347040721791 0.00027950476806342994 0.00065246614354974391 1.2159379977311123e-05 0.00069247060098993408 0.00075195504927323274 0.0007240599082186331
leaf_weight=1332 52 101 39 34 81 36 24 70 37 41 61 37 23 28 21 263 22 240 33 153 21 39 40 45 27 27 62 31 77 24
leaf_count=1332 52 101 39 34 81 36 24 70 37 41 61 37 23 28 21 263 22 240 33 153 21 39 40 45 27 27 62 31 77 24
internal_value=0 0.000419203 0.000364186 0.000842268 0.000478394 0.000853857 0.000666665 0.000879134 0.000224828 0.000779266 0.000557424 0.000185174 0.000258816 0.00087088 0.000706318 0.000797225 0.000875842 0.000823797 0.00039355 0.000784632 0.000747634 0.000184913 0.000135532 0.000368617 0.000431571 0.000488596 8.02901e-05 0.000840424 0.000830317 0.000864406
internal_weight=0 691 615 2430 338 2335 105 1744 277 591 95 240 141 1674 49 550 1625 293 233 514 284 102 79 200 99 72 99 271 230 76
internal_count=3121 691 615 2430 338 2335 105 1744 277 591 95 240 141 1674 49 550 1625 293 233 514 284 102 79 200 99 72 99 271 230 76
is_linear=0
shrinkage=0.00196078


Tree=4609
num_leaves=31
num_cat=0
split_feature=1 155 2 2 3 42 13 14 4 15 12 12 49 16 4 0 15 44 124 40 13 133 133 4 43 16 42 1212 12 12
split_gain=0.556401 0.154777 0.125637 0.156924 0.108671 0.103175 0.0983818 0.089345 0.0866721 0.100653 0.0672575 0.0644331 0.0750524 0.102059 0.127857 0.061038 0.0537578 0.0508017 0.0621697 0.0528943 0.0677855 0.0711015 0.178574 0.104831 0.102411 0.0839881 0.0634805 0.0615031 0.0634857 0.12878
threshold=0.10124500000000002 0.11245500000000001 0.10276500000000001 -1.0000000180025095e-35 -0.13309499999999996 -0.019989999999999997 -0.011914999999999999 -0.10708499999999999 -0.050494999999999991 -0.028889999999999996 -0.077884999999999996 0.092255000000000018 0.11042000000000002 -0.11676499999999999 0.51164000000000009 0.22582000000000002 -0.40580499999999992 1.0000000180025095e-35 -0.076779999999999987 -0.078349999999999989 0.0015850000000000003 -0.032969999999999992 -0.085499999999999979 -0.42529999999999996 -0.14792499999999997 -0.073404999999999984 -0.093284999999999993 0.13613500000000003 0.09334000000000002 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 -2 -4 11 -8 -9 -10 -6 12 13 16 -15 17 -7 18 -1 -20 26 22 25 -23 -25 -22 -21 28 -28 -30
right_child=1 -3 5 -5 10 6 7 8 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0042395230201930792 0.0081477858196414114 0.0085906089174166093 -0.0027947061641940048 0.0073092768888379294 0.002490915300117599 0.003156931786132711 0.0098198705236427486 0.0094164295306241423 0.0039526005910540171 -0.0035252736878729515 -0.003677118815143 -0.0032440588576719167 -0.0027793232455021809 0.0028512722558270281 -0.0061239478921162943 0.0015516650769859554 0.0088277947914320986 0.011676766774326098 0.011918760346167762 0.009745688983597435 0.010512742291515073 0.01351988442707807 -0.0047264055969814464 0.0082264957020136836 0.0043514488727632392 0.0021467360097328007 0.0074248160413311823 0.011029091081511025 -0.00013058698496024591 0.0065200456094080391
leaf_weight=76 29 66 35 154 90 35 28 22 99 22 22 26 27 65 21 20 32 24 23 104 24 20 21 120 158 24 1338 41 32 323
leaf_count=76 29 66 35 154 90 35 28 22 99 22 22 26 27 65 21 20 32 24 23 104 24 20 21 120 158 24 1338 41 32 323
internal_value=0 0.00395933 0.00352699 0.00510237 0.002692 0.00239898 0.00288115 0.00465421 0.00364275 0.00259299 0.00127934 0.00140934 0.0020815 0.00293929 0.000659649 0.00705248 0.0058654 0.00709974 0.00705207 0.007148 0.00709824 0.00585744 0.00296483 0.0065272 0.00602413 0.00632974 0.007346 0.00720207 0.00710939 0.00592055
internal_weight=0 773 707 295 141 412 377 171 143 121 112 206 180 153 86 2348 67 2328 2304 2228 2205 367 69 298 278 48 1838 1734 1693 355
internal_count=3121 773 707 295 141 412 377 171 143 121 112 206 180 153 86 2348 67 2328 2304 2228 2205 367 69 298 278 48 1838 1734 1693 355
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=31
num_cat=0
split_feature=1 2 0 43 48 3 12 2 30 1446 44 15 3 14 1446 11 4 1 3 1456 2 160 16 1455 48 2 11 16 12 1212
split_gain=0.451472 0.127722 0.0873877 0.0841238 0.0809806 0.0804208 0.091791 0.0786792 0.0770388 0.0768275 0.0738611 0.0667313 0.0716939 0.064577 0.0663722 0.074466 0.0934273 0.0604423 0.0976597 0.0697948 0.0739902 0.080096 0.0756288 0.0689616 0.0643622 0.0639543 0.0592932 0.0735333 0.0589422 0.171268
threshold=0.11866500000000001 0.10188000000000001 -0.13843999999999998 -0.04890499999999999 0.085485000000000019 0.30112000000000005 -0.42850999999999995 0.15361500000000003 0.084655000000000022 0.10324000000000001 1.0000000180025095e-35 -0.23032499999999997 0.11658 0.076975000000000002 0.11581000000000001 0.079300000000000009 -0.111605 0.080270000000000022 -0.11171999999999999 -0.071109999999999993 0.089605000000000018 0.022560000000000004 -0.021269999999999997 0.10625500000000002 0.088005000000000014 0.096015000000000017 0.078065000000000009 -0.14771999999999999 0.083785000000000012 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -2 -7 9 10 -4 13 -5 -13 14 15 17 -17 23 -19 -20 21 24 -23 28 -21 -22 27 -15 29 -1
right_child=5 2 7 11 -6 6 -8 -9 -10 -11 -12 12 -14 26 -16 16 -18 18 19 20 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0072703954220223414 0.0032166547530362677 -0.0054366889782249926 0.0061160815825420543 0.0086487661814317104 0.0025825473002281368 0.0040210799012771426 -0.0024261964671683338 0.00017657945505701578 0.0021649435594132765 -0.00022429946111515167 0.012589891774114221 0.0069228601818583134 0.00067299614520743498 0.011013054933088523 0.011832374315285547 -0.0027943827910348776 0.0068713988841045655 -0.00017597749164061888 0.0095658295084425117 0.0060975715972612964 -0.00071628308629221996 0.0056482351126760479 -0.0016924380399286746 0.0011061216549326978 0.011051854369829276 0.0057814800995402045 0.012127280200978644 0.0028285070327515511 0.0066255371056652516 0.016281152755022048
leaf_weight=135 255 20 430 28 34 34 63 26 41 20 20 29 50 21 22 20 20 28 47 413 33 32 25 21 28 28 38 23 1112 25
leaf_count=135 255 20 430 28 34 34 63 26 41 20 20 29 50 21 22 20 20 28 47 413 33 32 25 21 28 28 38 23 1112 25
internal_value=0 0.00608657 0.00484407 0.00283013 -0.00038754 0.00228441 -0.000166326 0.00552525 0.0064578 0.00583429 0.00654197 0.004454 0.00296725 0.00648357 0.00637019 0.0063091 0.00203851 0.00639774 0.00559794 0.00586472 0.00555353 0.00595619 0.00242864 0.00678991 0.00641213 0.0022663 0.00923374 0.00673477 0.00688375 0.00867833
internal_weight=0 2769 637 161 54 352 97 476 2132 450 2091 107 79 2071 1989 1967 40 1927 634 606 559 498 57 1293 441 61 82 44 1272 160
internal_count=3121 2769 637 161 54 352 97 476 2132 450 2091 107 79 2071 1989 1967 40 1927 634 606 559 498 57 1293 441 61 82 44 1272 160
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 14 2 1 15 3 1 1 150 49 3 4 15 1 52 12 4 49 16 40 2 49
split_gain=30.3973 5.19648 2.62767 2.44101 1.85916 1.51725 1.43307 1.34272 1.07626 0.888395 0.750579 0.703447 0.478923 0.551788 0.561802 0.417558 0.399453 0.38512 0.354353 0.485794 0.304788 0.294329 0.293291 0.289623 0.277197 0.283284 0.382494 0.265122 0.239361 0.238021
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 -1.0000000180025095e-35 0.099185000000000009 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.13501500000000002 0.092845000000000025 0.013270000000000002 -0.12018999999999998 0.080270000000000022 0.11414000000000001 1.0000000180025095e-35 -0.054984999999999992 0.086245000000000016 -0.031404999999999995 0.081070000000000017 0.16175000000000003 -0.56176499999999996 0.086505000000000012 0.41816000000000003 -0.066019999999999981 -0.018494999999999998 -0.077714999999999992 0.11411 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 6 5 27 9 -7 -9 12 16 -5 13 14 -1 24 22 -2 23 -20 -14 -6 -8 -15 25 -10 -27 -3 -4 -21
right_child=1 4 28 11 21 7 10 8 15 -11 -12 -13 20 18 -16 -17 -18 -19 19 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010499161595076906 0.00075364646660103132 0.00042976694702977778 0.00068776981173475501 0.00095932553322402398 0.00028453933545000528 0.0010015486395047381 0.0011890843094493121 0.00096288928595345338 0.00071782157225459917 0.001300274739685873 0.00073807234906293209 0.00061331257269775367 0.0013238596981377262 0.0011204631168386288 0.00067311500950368208 0.00042557283708729156 0.0007463244754640037 0.001024484011159555 0.0011243683822227248 0.0009654277122169467 0.0011085619734742156 2.2658087351436819e-05 0.00099573862837705257 0.0010417292890400668 0.00080348428836167138 0.00059464273507404269 0.00026332413087260708 0.00022464862603730723 0.00047160336137705292 0.00068831297472051909
leaf_weight=32 24 47 31 37 77 30 33 23 27 76 48 58 26 333 29 101 23 127 33 22 913 21 351 390 21 37 21 50 54 26
leaf_count=32 24 47 31 37 77 30 33 23 27 76 48 58 26 333 29 101 23 127 33 22 913 21 351 390 21 37 21 50 54 26
internal_value=0 0.000590106 0.000826205 0.00105618 0.000467645 0.000533314 0.00106871 0.000611391 0.000560501 0.00109261 0.000969971 0.000748076 0.00108386 0.00105057 0.000870781 0.000515791 0.000997321 0.000981437 0.00106421 0.000941231 0.00111452 0.000228422 0.00101235 0.00107799 0.000601754 0.000551915 0.000474683 0.000324036 0.000550441 0.000815324
internal_weight=0 691 236 2430 455 357 2335 260 230 1880 455 95 1804 865 61 207 407 151 804 81 939 98 384 723 106 85 58 97 85 48
internal_count=3121 691 236 2430 455 357 2335 260 230 1880 455 95 1804 865 61 207 407 151 804 81 939 98 384 723 106 85 58 97 85 48
is_linear=0
shrinkage=0.00196078


Tree=4612
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 1 4 2 16 1 12 1 47 4 2 457 43 2 48 475 1 3 4 0 12 43 4
split_gain=30.2704 3.58161 3.24937 2.35701 1.98051 1.2784 1.01535 1.00617 0.814029 0.745222 0.767931 0.682444 0.505277 0.467509 0.428546 0.341307 0.336706 0.312189 0.285479 0.257696 0.478226 0.255822 0.234502 0.228655 0.195878 0.195869 0.180205 0.199375 0.161478 0.152617
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.099185000000000009 0.085505000000000012 0.076975000000000002 0.40124500000000002 0.09253500000000002 0.36766000000000004 0.14122000000000004 -0.061854999999999993 0.089625000000000024 0.087005000000000013 0.15964000000000003 0.08265500000000002 -0.55119499999999988 0.088850000000000012 0.080930000000000016 -0.08076499999999999 0.11177500000000001 0.083685000000000009 -0.069854999999999987 0.13210500000000003 0.083060000000000009 -0.041644999999999995 0.13134000000000004 0.11734000000000001 -0.080084999999999976 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 6 14 12 25 -4 10 18 -7 16 15 23 24 -1 -18 22 21 -21 -2 -6 -3 -14 -5 27 -24 -10 -15
right_child=1 5 8 7 9 11 -8 -9 28 -11 -12 -13 13 29 -16 -17 17 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013687944517972645 0.00031957408851560423 0.000513762719938583 0.00099603332656477556 0.0012137388978518693 0.0011386036735367472 0.00045962507273232056 0.0013439987264654734 0.00062293395125499198 0.00068494937724475802 0.00069800041650337058 0.00074171897648361135 0.00083136315076011284 0.00065315953875873603 0.0010947113862786442 0.00013127736888642104 0.0010961501163541739 0.0011400781905679534 0.0010804205537677145 0.00079341560561100352 0.00085209979146134616 0.00056850651010076911 0.00061983899633381878 0.001041266914479816 0.00034438525786592458 0.0009091801409790199 0.00099405984244304484 0.00084881541240059474 0.00088267198268586239 0.00048017318963127978 0.00096630254963866807
leaf_weight=21 24 39 34 20 68 39 72 29 57 34 41 37 20 233 31 22 943 525 20 29 108 20 294 143 27 71 24 34 20 42
leaf_count=21 24 39 34 20 68 39 72 29 57 34 41 37 20 233 31 22 943 525 20 29 108 20 294 143 27 71 24 34 20 42
internal_value=0 0.000578192 0.00107138 0.000727888 0.00108643 0.000422281 0.00111559 0.000940984 0.00074334 0.000978545 0.000998376 0.000640603 0.00110662 0.00103889 0.000344382 0.000894585 0.00112227 0.00111874 0.00102229 0.000586609 0.000628537 0.000456058 0.00103319 0.00038068 0.000800235 0.00104234 0.00101283 0.00102483 0.000631761 0.0010751
internal_weight=0 590 2531 301 2420 289 1905 120 111 515 481 76 1833 344 213 69 1489 1468 440 181 137 44 420 182 47 91 352 328 77 275
internal_count=3121 590 2531 301 2420 289 1905 120 111 515 481 76 1833 344 213 69 1489 1468 440 181 137 44 420 182 47 91 352 328 77 275
is_linear=0
shrinkage=0.00196078


Tree=4613
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 47 4 4 12 2 14 12 457 12 47 2 4 4 4 0 2 39 16 13 15 15 15 10 43 2
split_gain=37.7758 4.32444 4.07251 3.31358 2.03207 1.84526 1.68432 1.52384 1.24221 1.20646 0.906433 0.787518 0.778299 0.61862 0.51314 0.45375 0.446323 0.424959 0.324781 0.323315 0.318405 0.302888 0.301377 0.362073 0.334947 0.249481 0.233665 0.325627 0.224494 0.436634
threshold=0.10752500000000002 0.13210500000000003 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.36766000000000004 0.40124500000000002 -1.0000000180025095e-35 0.14122000000000004 0.076175000000000007 0.051320000000000005 0.094310000000000019 0.090285000000000018 0.077555000000000013 0.15361500000000003 0.033845000000000007 0.27834500000000006 -0.043364999999999994 -0.13455999999999999 0.14019000000000004 0.084405000000000008 -0.0083599999999999976 -1.0000000180025095e-35 0.082685000000000022 0.095175000000000023 -0.41942499999999994 -0.38124499999999995 -0.08076499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 20 9 15 10 18 21 14 11 -1 -10 19 22 17 -15 -3 -5 -13 28 -6 24 -24 -4 -12 -17 -28 -2 -30
right_child=1 5 4 7 8 -7 -8 -9 12 -11 25 13 -14 16 -16 26 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00090221165385448356 0.0005179390833323674 0.00062791360809073002 0.0010053823562710935 0.001330617857691732 0.00049626280038354744 0.00080622041485511669 0.00069734212406758779 0.00062917737900077485 0.0010989021002317325 0.0007663204431199894 0.0015315594128374535 0.0010008240839941244 0.00067363303458191153 0.0011957698409638029 0.0013741000426583598 0.00036429140162867269 0.0010677977333435579 0.00034500417229527239 0.0010576614241861379 0.0012524593057050561 0.00041747111726383491 0.000757052872372469 0.0010718167513883224 0.0012957812848446123 0.0012036825462237069 0.0012718013827762906 0.00029059719208561247 -3.9347428082149455e-05 0.00085290464988870798 0.00061144018877146568
leaf_weight=31 46 26 108 21 23 38 24 33 78 35 44 20 21 676 35 24 124 95 83 1064 29 67 49 64 47 21 23 23 39 110
leaf_count=31 46 26 108 21 23 38 24 33 78 35 44 20 21 676 35 24 124 95 83 1064 29 67 49 64 47 21 23 23 39 110
internal_value=0 0.000622381 0.00117333 0.000756081 0.00101995 0.000411613 0.00121366 0.00099629 0.000857128 0.001111 0.00121992 0.00121219 0.00100869 0.00121729 0.00115081 0.000333104 0.00117593 0.000405795 0.00111278 0.00124782 0.000609168 0.000690407 0.00112165 0.00119866 0.00106551 0.00144764 0.000207453 0.000125625 0.000637676 0.000674642
internal_weight=0 590 2531 361 527 229 2004 137 189 338 1980 1915 99 1884 303 191 800 121 104 1084 224 90 268 113 155 65 70 46 195 149
internal_count=3121 590 2531 361 527 229 2004 137 189 338 1980 1915 99 1884 303 191 800 121 104 1084 224 90 268 113 155 65 70 46 195 149
is_linear=0
shrinkage=0.00196078


Tree=4614
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 2 14 457 1 4 0 4 2 3 43 1 12 43 1 12 4 11 13 1
split_gain=35.6324 4.36329 3.75098 2.44025 2.3653 1.82791 1.78646 1.05603 1.04625 1.18837 0.966935 0.583791 0.575404 0.521456 0.95333 0.445096 0.441461 0.906554 0.411309 0.394586 0.381223 0.356989 0.345445 0.315749 0.279425 0.276186 0.268402 0.255073 0.477663 0.254371
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14753000000000002 0.14122000000000004 0.090425000000000019 -1.0000000180025095e-35 0.10803500000000001 0.077845000000000011 0.11704500000000001 0.076175000000000007 0.080930000000000016 0.084525000000000003 -0.04890499999999999 -0.066689999999999985 -0.17966999999999997 0.31358000000000003 0.090900000000000009 -0.079914999999999986 0.12958500000000003 0.095780000000000018 -0.0064299999999999991 0.13436000000000001 -1.0000000180025095e-35 -0.0043399999999999992 1.0000000180025095e-35 -0.10664 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 6 8 7 12 -3 21 -4 -2 16 22 -15 -11 19 -18 -7 29 -12 -10 25 -5 -17 -9 -24 28 -27 -1
right_child=1 5 10 23 -6 18 -8 13 9 15 20 -13 -14 14 -16 24 17 -19 -20 -21 -22 -23 26 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0012128273740227152 0.0010850148315092603 0.00037628582176525867 0.0010945209226354497 0.00041048152128757992 0.00070271795546566996 0.00032293292286829286 0.00075074953914743361 0.0010042124376468771 0.0011079465349515278 0.00083350599031237996 0.00075294729076716264 0.00071643575222468843 0.0013874882022378572 0.0011704069986322606 0.0006333146796689606 0.00056022390921248633 0.0012622484339385473 0.00081907819524358681 3.4121864195772602e-05 0.00094166750299529145 0.00045186696530929012 0.00074190982416564341 0.0011140697998716124 0.00067017692496314284 0.00033726168032257984 0.00085574546865388457 0.00099727143996301685 0.0012912973725676823 0.0011666404922042039 0.0011384433375815344
leaf_weight=1089 95 89 28 30 45 70 41 43 21 20 61 20 58 27 24 128 35 36 26 23 22 20 214 45 26 20 117 57 380 211
leaf_count=1089 95 89 28 30 45 70 41 43 21 20 61 20 58 27 24 128 35 36 26 23 22 20 214 45 26 20 117 57 380 211
internal_value=0 0.0005968 0.00113189 0.000841461 0.00114806 0.000480586 0.00115649 0.00116362 0.000555073 0.000629082 0.000779436 0.00102091 0.00119613 0.00111011 0.000917658 0.000558319 0.00118817 0.00103754 0.000244713 0.00119625 0.000673143 0.000929392 0.00112192 0.000566299 0.000522581 0.00115445 0.00107278 0.00116858 0.0011511 0.00120075
internal_weight=0 590 2531 190 2420 400 2375 2334 304 215 111 115 1452 882 51 174 1394 71 96 1323 83 41 831 75 154 500 331 457 400 1300
internal_count=3121 590 2531 190 2420 400 2375 2334 304 215 111 115 1452 882 51 174 1394 71 96 1323 83 41 831 75 154 500 331 457 400 1300
is_linear=0
shrinkage=0.00196078


Tree=4615
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 4 42 14 16 2 2 1 2 2 43 3 4 13 457 2 475 13 43 4 0 4 16 1 11
split_gain=28.1909 3.5337 3.15568 2.48081 1.78786 1.63215 0.96535 0.838233 0.786773 0.679828 0.684872 0.474666 0.459449 0.439378 0.424788 0.383171 0.354058 0.331759 0.325035 0.321846 0.318012 0.253447 0.253063 0.233052 0.232125 0.217818 0.367662 0.211756 0.17093 0.169276
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.099185000000000009 0.086915000000000006 0.40124500000000002 -0.0060199999999999993 0.076175000000000007 -0.5335399999999999 0.14122000000000004 0.17025000000000004 0.089625000000000024 -0.0091949999999999983 0.090425000000000019 -0.025214999999999998 0.30112000000000005 -0.55119499999999988 -1.0000000180025095e-35 0.080930000000000016 0.088850000000000012 -0.069854999999999987 -0.01163 -0.080324999999999994 -0.03898999999999999 -0.22491999999999998 0.50644500000000015 -0.11118499999999999 0.11751000000000002 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 5 8 15 -7 -4 12 -6 19 18 17 -14 -15 22 25 -1 -5 21 -19 -11 28 -9 -2 -17 -27 -13 -3 -10
right_child=1 3 7 11 9 6 -8 23 29 10 -12 27 13 14 -16 16 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013092616442538776 0.0011533014698139378 0.00060458331519361275 0.0010345273662803432 0.00030070745423013489 0.00063030960948756926 0.00092686358114117478 0.00053077608271865154 0.0006750739599559821 0.0011116636003933702 0.0010869919737146196 0.0007019786287984569 0.00025309297987925159 0.00074492587897988791 0.0010273924343000801 0.00077025536434236603 0.0005004147204940104 0.00043329870026996906 0.0010825901277647727 0.00051733326783244679 0.00072369659305824077 0.0010223303438225489 0.00095717855790800727 0.00029809578776069078 0.00045899777785360975 0.00089109677894442683 0.00081935225164189056 0.00050823021670589057 -3.9717154917697327e-06 0.00041068458805979625 0.0013168414298945063
leaf_weight=21 27 29 22 89 28 69 36 61 22 69 41 28 27 290 27 29 48 942 38 20 524 357 43 28 25 40 23 22 44 52
leaf_count=21 27 29 22 89 28 69 36 61 22 69 41 28 27 290 27 29 48 942 38 20 524 357 43 28 25 40 23 22 44 52
internal_value=0 0.000539142 0.00101509 0.000491965 0.00102992 0.000585198 0.000791062 0.000691811 0.00105763 0.000927415 0.000944497 0.000301813 0.00104962 0.00098504 0.00100549 0.000500761 0.000569812 0.00106456 0.000365525 0.000966792 0.00106105 0.000978205 0.000417424 0.000607095 0.00102724 0.000641037 0.000705768 0.000139985 0.000487713 0.00125584
internal_weight=0 590 2531 538 2420 361 105 111 1905 515 487 177 1831 344 317 256 140 1487 127 446 1466 426 116 89 52 92 63 50 73 74
internal_count=3121 590 2531 538 2420 361 105 111 1905 515 487 177 1831 344 317 256 140 1487 127 446 1466 426 116 89 52 92 63 50 73 74
is_linear=0
shrinkage=0.00196078


Tree=4616
num_leaves=31
num_cat=0
split_feature=1 4 16 16 1 4 1 2 11 12 16 47 15 0 49 123 151 401 474 483 1429 484 15 4 483 0 47 40 42 49
split_gain=1.04755 0.234688 0.151767 0.107591 0.104372 0.102947 0.0983548 0.0951204 0.10097 0.116798 0.107696 0.0930159 0.0929008 0.0910709 0.0778752 0.0753485 0.0746871 0.0691117 0.0650622 0.0641766 0.0960115 0.138054 0.1658 0.0846298 0.0641245 0.0701129 0.0638718 0.0636652 0.0615605 0.114904
threshold=0.10337500000000001 0.27044500000000005 0.51026500000000008 -0.16075999999999999 0.14173500000000003 0.40124500000000002 0.12958500000000003 0.10005000000000001 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 0.078345000000000012 -0.070929999999999979 0.024095000000000002 0.0093850000000000027 0.084025000000000016 0.009020000000000002 1.0000000180025095e-35 -0.10160499999999999 -0.070084999999999981 0.084770000000000012 0.073690000000000019 -0.0072999999999999992 -0.0065699999999999986 0.093585000000000015 -0.036484999999999997 0.11893500000000001 -0.078554999999999986 0.075730000000000006 0.10858500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 11 7 27 8 16 10 -10 14 -13 24 -5 17 18 28 -1 23 -21 -22 -23 -20 25 -8 -4 -3 -9 -30
right_child=1 6 26 4 -6 -7 13 15 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.01551310295522537 0.010359925871714949 0.0008281763996583996 0.012474281009053812 0.0054635220546593042 -0.0012952262959019705 0.0030930679683065553 0.00057790550636127591 0.0082775941793806849 0.011162474839282888 0.0068114353299495722 0.018714810828337584 0.010801927730087833 0.0035096241068094968 -0.003665552244414217 -0.0005355495856537556 0.0031969118339475245 0.0068987197658446214 0.0049476447239076389 0.011049599174389637 0.010177345282224181 0.01106066084228074 0.0088684160889976708 -0.003274519563737241 0.017725107648099463 0.007607879562546379 0.0071371592534706001 0.0065966941201342985 0.0061508495985259266 0.012497965248428985 0.006551957211664153
leaf_weight=23 50 27 64 129 22 22 88 220 35 21 41 58 25 26 26 24 70 39 91 1547 39 23 22 24 23 20 26 134 117 45
leaf_count=23 50 27 64 129 22 22 88 220 35 21 41 58 25 26 26 24 70 39 91 1547 39 23 22 24 23 20 26 134 117 45
internal_value=0 0.00554922 0.00716123 0.00611169 0.00529472 0.0099023 0.00352154 0.00996521 0.0102682 0.0134127 0.0152368 0.00590388 0.00860545 0.00174061 0.00445723 0.00864686 0.0101024 0.00895755 0.0102292 0.0101595 0.00999856 0.00670595 0.00293187 0.0124427 0.00281359 0.00179258 0.0107763 0.00525823 0.00936694 0.0108463
internal_weight=0 718 400 310 260 2403 318 2381 1936 97 76 238 83 157 155 445 1839 421 1769 1746 1631 84 45 115 131 108 90 161 382 162
internal_count=3121 718 400 310 260 2403 318 2381 1936 97 76 238 83 157 155 445 1839 421 1769 1746 1631 84 45 115 131 108 90 161 382 162
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=31
num_cat=0
split_feature=1 4 16 16 159 1 124 42 2 2 13 4 16 1 401 51 402 402 402 1213 484 15 15 13 14 43 4 15 12 12
split_gain=0.848519 0.190097 0.122931 0.0871486 0.0903685 0.0936915 0.0866269 0.0829737 0.0828281 0.0821978 0.0801882 0.0869305 0.0688086 0.0616113 0.0817398 0.0612996 0.0555195 0.0665987 0.067523 0.0630718 0.0945185 0.120255 0.291149 0.129314 0.0575005 0.141907 0.095023 0.064734 0.0716065 0.0529752
threshold=0.10337500000000001 0.27044500000000005 0.51026500000000008 -0.16075999999999999 -0.40873999999999994 0.13743000000000002 -0.076779999999999987 -0.0060199999999999993 0.25063000000000007 0.13404500000000005 0.066795000000000007 0.024790000000000003 0.13751500000000003 0.11910500000000002 0.085900000000000018 0.10532000000000001 0.08865000000000002 0.10052500000000002 0.095250000000000015 0.12439000000000001 -0.081614999999999979 0.088990000000000014 0.087485000000000021 -0.051094999999999995 0.062655000000000016 -0.51144999999999985 -0.52556499999999995 0.094035000000000007 0.086095000000000019 -0.11019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 10 7 -1 13 16 11 15 -11 -3 29 -6 24 18 -18 20 -19 22 -22 -23 25 -8 -27 28 -26 -15
right_child=1 8 -4 4 5 -7 9 -9 -10 12 -12 -13 -14 14 -16 -17 17 19 -20 -21 21 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0095229275817147047 0.0093239330444484948 0.0054495331142996361 0.0096986803277913074 0.01048116324376315 0.0044968112653086161 -0.00061588904820382602 0.0015043466110140659 0.003536937006886052 -0.0024792466351451978 0.0015999203116667492 0.010838436794888584 -0.00060463242543240395 0.0091339319097724827 0.0068710666205902271 -0.003548891861573793 0.010446746308589355 0.011051327153706016 0.0025093875732272865 0.018198011154308916 0.014771055909139769 0.0089534926560493958 0.0012002392430548315 0.022335553728044036 0.01140403959636941 0.017796776513569059 0.014261784788334009 0.0088487350047550123 0.0082150704802409057 0.0098983936265788289 0.0023220638489874546
leaf_weight=39 50 114 90 25 129 35 26 57 24 27 21 30 22 32 20 20 39 20 20 21 72 27 21 23 24 33 1877 33 22 128
leaf_count=39 50 114 90 25 129 35 26 57 24 27 21 30 22 32 20 20 39 20 20 21 72 27 21 23 24 33 1877 33 22 128
internal_value=0 0.0049943 0.00644511 0.00550052 0.00476525 0.00415717 0.00891207 0.00596875 0.00316939 0.00903455 0.00499246 0.00430662 0.00498254 0.0036305 0.00247845 0.00529546 0.00912248 0.0105504 0.0134739 0.00961292 0.00894838 0.00984893 0.0119752 0.00589399 0.00895028 0.00884237 0.00894226 0.0115947 0.0140193 0.00323186
internal_weight=0 718 400 310 260 235 2403 96 318 2307 200 179 49 294 180 149 2258 243 59 184 163 143 93 50 2015 1936 1910 79 46 160
internal_count=3121 718 400 310 260 235 2403 96 318 2307 200 179 49 294 180 149 2258 243 59 184 163 143 93 50 2015 1936 1910 79 46 160
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 2 2 4 14 3 123 1 0 11 4 47 15 4 43 3 0 160 10 1 16 49
split_gain=50.4786 7.8739 5.04799 4.14635 2.94277 2.44087 1.95985 1.46433 1.34018 1.327 1.26612 1.12348 1.00177 0.897359 0.609782 0.564053 0.533808 0.430152 0.372371 0.35615 0.342847 0.334134 0.437115 0.45948 0.304281 0.27748 0.249079 0.246252 0.245436 0.243458
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089775000000000008 0.09253500000000002 0.11474000000000002 0.17025000000000004 0.42051500000000003 0.062655000000000016 0.30112000000000005 0.088205000000000019 0.091195000000000012 -0.22491999999999998 1.0000000180025095e-35 -0.036839999999999991 0.090100000000000013 -0.040439999999999997 0.0052350000000000009 -1.0000000180025095e-35 -0.097174999999999984 -0.077429999999999985 -1.0000000180025095e-35 -0.38124499999999995 0.11829500000000003 -0.10850999999999998 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 5 19 6 7 12 -5 27 11 13 15 14 20 -1 -9 21 -2 -3 -4 22 -18 -24 -19 -13 -12 -6 -23 -10
right_child=1 2 10 8 9 -7 -8 16 29 -11 26 25 -14 -15 -16 -17 17 24 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014465260749233475 0.0014617368286731196 0.00069490369318877089 0.0010805330110148371 0.0012847484502997229 0.0013217106066826163 0.00094706559967663558 0.00083641879309236621 0.0010850173842979526 0.00091792178947303668 0.00072797873708742116 0.00032447594660354426 0.000570637238473674 0.001689610590408632 0.00042320237951535807 0.00053587206566304559 0.0013378153162312805 0.0014031428629384627 0.0016672399722867542 0.0011646090574513853 0.00091549912893694203 0.00075996613601589445 0.0013360359405220623 0.00102042563146714 0.0013204323758379802 0.0014053765878739963 0.00036413314050392641 4.8709831876205464e-05 0.0010688318341386084 0.0012105894002278951 0.00067386291141993085
leaf_weight=1106 50 191 29 34 57 48 24 31 33 24 34 36 59 30 20 220 336 24 24 33 23 117 22 182 59 82 20 20 123 30
leaf_count=1106 50 191 29 34 57 48 24 31 33 24 34 36 59 30 20 220 336 24 24 33 23 117 22 182 59 82 20 20 123 30
internal_value=0 0.000761958 0.000687413 0.0013683 0.000852688 0.00138469 0.00139381 0.00139968 0.000971018 0.00113055 0.000491374 0.000557409 0.00143961 0.00070812 0.000826835 0.00142849 0.00133782 0.0013469 0.00136537 0.000727402 0.000938744 0.00133262 0.00135967 0.00128808 0.0014811 0.000427134 0.00022234 0.00125603 0.00127174 0.000801703
internal_weight=0 673 599 2448 325 2351 2303 2279 97 101 274 220 1385 102 72 1326 894 863 74 224 52 780 540 204 83 118 54 77 240 63
internal_count=3121 673 599 2448 325 2351 2303 2279 97 101 274 220 1385 102 72 1326 894 863 74 224 52 780 540 204 83 118 54 77 240 63
is_linear=0
shrinkage=0.00196078


Tree=4619
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 2 14 2 4 1 48 0 52 1 1 16 48 11 0 16 12 4 3 160 52 47
split_gain=35.6324 5.78024 3.70387 2.8862 2.06701 1.82074 1.17352 1.04345 0.982545 0.923849 0.741247 0.716797 0.518082 0.491821 0.462582 0.426241 0.3708 0.307373 0.434841 0.365668 0.2489 0.233584 0.229645 0.306315 0.220136 0.219048 0.215534 0.222601 0.206333 0.201099
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.090425000000000019 0.13082500000000002 0.092845000000000025 0.11474000000000002 0.062655000000000016 0.14960000000000004 0.27834500000000006 0.085605000000000014 -1.0000000180025095e-35 -0.23091999999999999 -0.56176499999999996 0.089770000000000016 1.0000000180025095e-35 -0.016164999999999995 0.016865000000000002 1.0000000180025095e-35 -0.038659999999999993 0.15273500000000004 0.082480000000000012 0.23246000000000003 -0.010424999999999999 -0.067824999999999983 0.12445000000000002 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 10 11 -5 25 13 12 20 -1 -15 -8 -17 18 22 -19 -4 -20 -18 -24 -16 -6 -14 -28 29 -3
right_child=1 2 7 8 9 -7 15 -9 -10 -11 -12 -13 26 14 24 16 17 19 21 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012392608195803353 0.0011725042042225384 0.00058946214084376679 0.00078240409429929038 0.0010816139013570139 0.0011438042183235856 0.00080266028324604713 0.00087308947916075682 0.00073772614686559864 0.00067268012757737384 0.0006275968921364717 0.001437854535082877 0.00023099940892454116 0.00050462024133342883 0.00088306957334545629 0.0010633254153223758 0.0013154418404331719 0.0011381372867471434 0.00080562468338149051 0.0011958016217618749 0.0011237134553815239 0.00048331714920042196 0.0014855402383003749 0.0008268191772986223 0.0011220801469324685 0.0011922680558086977 0.00093265157022507359 0.00049068332472712898 0.00025969063989780887 0.00080632326912950553 0.00076293074811985284
leaf_weight=928 76 179 23 37 51 48 24 37 58 24 59 79 42 22 59 43 624 24 23 33 20 20 22 35 371 30 23 53 24 30
leaf_count=928 76 179 23 37 51 48 24 37 58 24 59 79 42 22 59 43 624 24 23 33 20 20 22 35 371 30 23 53 24 30
internal_value=0 0.000662358 0.000599316 0.00116697 0.000737069 0.0011806 0.00118853 0.000431227 0.000831949 0.000965485 0.00122263 0.000383975 0.000459037 0.00121343 0.00116039 0.00113067 0.00113818 0.00112842 0.00113933 0.000989781 0.000643294 0.00133056 0.00112725 0.00100812 0.00117458 0.0010656 0.000391893 0.000329596 0.000634135 0.000614362
internal_weight=0 691 615 2430 338 2335 2287 277 95 105 1439 240 161 1380 452 848 824 781 724 57 43 43 681 57 430 81 118 76 233 209
internal_count=3121 691 615 2430 338 2335 2287 277 95 105 1439 240 161 1380 452 848 824 781 724 57 43 43 681 57 430 81 118 76 233 209
is_linear=0
shrinkage=0.00196078


Tree=4620
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 14 1 2 1 0 1 4 1 47 4 1 0 0 0 16 16 160 43 160 52 2
split_gain=34.8172 5.68077 3.21642 2.78849 2.01234 1.68818 1.0356 1.01386 1.00073 0.982442 0.947966 0.875683 0.603014 0.550033 0.79761 0.476494 0.61922 0.443416 0.419697 0.396363 0.401835 0.36863 0.361506 0.38634 0.304322 0.281364 0.267579 0.266889 0.264209 0.297301
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.27287000000000006 0.27834500000000006 0.13501500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.16175000000000003 -0.10096999999999999 0.085345000000000018 -0.013125 0.093100000000000002 0.078875000000000015 0.0082450000000000006 0.075045000000000014 -0.019414999999999998 -0.079119999999999982 -0.15202999999999997 -0.059624999999999991 -0.091354999999999978 -0.081069999999999989 -0.0030899999999999994 -1.0000000180025095e-35 -0.024714999999999997 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 9 11 -6 15 13 -5 -4 27 14 22 19 -17 24 21 20 26 -15 -1 -24 -16 -23 -7 -8 -3 -30
right_child=1 2 6 10 7 8 12 -9 -10 -11 -12 -13 -14 18 17 16 -18 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013854297185812343 0.001126458651940766 0.00051285509813438961 0.00070743044973472309 0.0010525813590490281 0.0010419652929168381 0.0011813341697795225 0.0004959944205554347 0.00063513767955099493 0.0007709793576794171 0.0013911984706459258 0.00064399528222254955 0.00033952825068801393 2.7542891181713225e-05 0.0011896241549623576 0.00059449523965628994 0.0010392294871678575 0.00073488238365203653 0.0011172669921435561 0.0010102195252080029 0.0012288936988038694 0.00089070439738508846 0.00095664016840935247 0.0011890828769878898 0.00088297010916273306 0.00092096976246700663 0.0011357973153361099 0.0010180674789987537 0.00030721285293682242 0.00076224132466549965 0.00056598034989776202
leaf_weight=21 76 108 61 34 72 95 39 35 48 70 61 42 25 1115 21 226 29 20 64 90 38 38 51 23 23 298 65 110 50 73
leaf_count=21 76 108 61 34 72 95 39 35 48 70 61 42 25 1115 21 226 29 20 64 90 38 38 51 23 23 298 65 110 50 73
internal_value=0 0.000620721 0.000558224 0.00111953 0.000686593 0.00113292 0.000401586 0.000908891 0.00104236 0.00116362 0.000790226 0.000557412 0.000309343 0.0011541 0.00104439 0.00106635 0.00100462 0.000875188 0.00116561 0.001121 0.00107196 0.00117247 0.00115837 0.00109394 0.000765152 0.00111554 0.00111501 0.000356625 0.000583623 0.000645761
internal_weight=0 691 615 2430 338 2335 277 107 591 1744 95 103 174 1674 159 543 255 64 1515 288 198 1451 95 74 44 336 160 149 231 123
internal_count=3121 691 615 2430 338 2335 277 107 591 1744 95 103 174 1674 159 543 255 64 1515 288 198 1451 95 74 44 336 160 149 231 123
is_linear=0
shrinkage=0.00196078


Tree=4621
num_leaves=31
num_cat=0
split_feature=1 3 2 4 4 2 14 2 2 43 123 15 132 160 1 3 4 16 16 2 40 12 132 0 157 1 2 3 0 133
split_gain=1.22722 0.263571 0.146667 0.115496 0.115251 0.110577 0.101985 0.100471 0.114341 0.0913804 0.0849559 0.0849292 0.0845876 0.143442 0.107552 0.0843891 0.085443 0.125903 0.103018 0.0936295 0.0749932 0.0885603 0.0738867 0.0930439 0.0788631 0.0682593 0.147048 0.186347 0.116538 0.0996767
threshold=0.10337500000000001 -0.065229999999999996 0.14753000000000002 0.40124500000000002 0.41257000000000005 0.095545000000000005 0.076975000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078139999999999973 1.0000000180025095e-35 -0.43375999999999998 0.088890000000000011 -1.0000000180025095e-35 0.14173500000000003 0.30112000000000005 -0.0073899999999999999 -0.066924999999999985 -0.52595999999999987 0.12669500000000003 -0.077474999999999988 -0.11019 0.089365000000000014 -0.050684999999999994 -0.41266499999999995 0.077565000000000009 0.086100000000000024 -0.073309999999999986 -0.22491999999999998 0.024320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 -2 6 25 20 -9 -10 22 -6 13 -4 -15 16 -11 18 -18 -20 -3 -22 24 -24 -7 -1 29 -28 -29 -27
right_child=1 2 12 -5 11 10 -8 8 9 15 -12 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.011544153063077957 0.010101372875148874 0.0056104513506094614 0.0057076543202408811 0.0035752981435507539 0.0082578049412601311 0.016570612695068123 0.014966250488019721 0.011470998242134002 0.0017503038271451774 0.013062985277631218 0.0052350785053567961 0.00088155165883815965 0.0066045425123656583 0.0015753039746018854 -0.0077303681039699798 0.0033233587823386468 0.0049840926569338674 0.0018277466576546433 0.017340623517520727 0.0078868612901053636 0.0045408050296828154 -0.0038830742311592292 0.0093340739435718769 0.0011640756065025926 0.01016193875351247 0.01164523729173517 -0.0021783859422430398 0.0053970478954451055 0.014737714913049291 0.0083180521861376134
leaf_weight=1138 176 51 26 22 37 20 71 41 46 27 40 27 23 23 27 53 34 35 20 22 24 26 46 20 481 370 20 34 22 119
leaf_count=1138 176 51 26 22 37 20 71 41 46 27 40 27 23 23 27 53 34 35 20 22 24 26 46 20 481 370 20 34 22 119
internal_value=0 0.006076 0.00471838 0.0107876 0.00877993 0.0108542 0.0112529 0.00561364 0.00659503 0.0057515 0.00968922 0.00514595 0.00129107 -0.00031696 -0.00344976 0.00671514 0.00801778 0.00679057 0.00907609 0.0123887 0.0029124 0.000160388 0.0100034 0.00685832 0.0104178 0.0110981 0.0101996 0.00610739 0.0090666 0.0108356
internal_weight=0 718 478 2403 240 2381 1774 379 278 237 607 64 99 76 50 191 138 111 76 42 101 50 567 66 501 1703 565 76 56 489
internal_count=3121 718 478 2403 240 2381 1774 379 278 237 607 64 99 76 50 191 138 111 76 42 101 50 567 66 501 1703 565 76 56 489
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 2 47 1 14 2 2 4 1 15 1 3 4 43 0 47 12 12 4 4 160 0 49 4 1
split_gain=45.9376 6.9249 4.32682 4.31498 2.90498 2.24205 1.52478 1.32545 1.26337 1.15003 1.11279 0.887969 0.881066 1.25176 0.967355 0.83715 0.820502 0.64726 0.44381 0.402611 0.397426 0.340015 0.329439 0.314301 0.282941 0.282501 0.279357 0.275526 0.253457 0.24626
threshold=0.10538500000000002 -0.40967499999999996 1.0000000180025095e-35 0.12408500000000001 0.088725000000000012 0.089885000000000007 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14285500000000004 -0.013514999999999998 0.086920000000000011 -0.17952999999999997 0.085345000000000018 -0.11171999999999999 0.42051500000000003 0.0034250000000000005 -0.15931499999999996 0.090100000000000013 0.095780000000000018 0.09141500000000001 0.23246000000000003 -0.036839999999999991 -0.067824999999999983 -0.14723999999999998 -0.054319999999999993 0.0067750000000000006 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 5 4 20 9 12 11 -4 15 23 17 18 21 -15 26 -17 -5 -7 -18 -3 -14 -20 -6 -2 -19 -1 -10 -21 -13
right_child=1 3 8 7 10 6 -8 -9 27 -11 -12 29 13 14 -16 16 19 25 22 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017223279324232363 0.0014937211205464562 0.00074796797532876913 0.0013075145904614988 0.00079582273869860918 0.001394260417418081 0.0014560280675738075 0.001005647339085056 0.00092078179523751545 0.00096295034166988343 0.0017374276045193581 0.0008160075105824112 0.00043048971901985341 0.0013834540966152391 0.0013382801439971372 0.00079323304859788208 0.0010018328504235135 0.0011552146430312317 0.0007132585839419866 0.0010904441043442371 0.0014376457851331735 0.00098136290420893749 0.0012582892582921781 0.0013644094609357171 0.0011338422351441131 0.0012208408890874668 0.00045717256157316936 0.0014879151174630163 0.00070735838671864631 0.0012771073829671361 0.00019127511489792031
leaf_weight=20 48 187 34 52 49 360 48 37 34 59 24 78 233 21 31 20 23 22 20 379 33 130 108 28 21 67 861 31 42 21
leaf_count=20 48 187 34 52 49 360 48 37 34 59 24 78 233 21 31 20 23 22 20 379 33 130 108 28 21 67 861 31 42 21
internal_value=0 0.000822505 0.00140282 0.00075464 0.000909363 0.0014197 0.00134619 0.000575339 0.00100125 0.00146949 0.00118466 0.000522083 0.00136429 0.00129787 0.00101335 0.00145774 0.00139033 0.000622022 0.00142077 0.00140783 0.000782977 0.00133863 0.0013216 0.00129956 0.00141067 0.000520475 0.00149324 0.000841053 0.00142163 0.000379747
internal_weight=0 667 2454 598 321 2355 951 277 99 1404 101 240 903 415 52 1345 464 141 488 444 220 363 128 77 69 89 881 65 421 99
internal_count=3121 667 2454 598 321 2355 951 277 99 1404 101 240 903 415 52 1345 464 141 488 444 220 363 128 77 69 89 881 65 421 99
is_linear=0
shrinkage=0.00196078


Tree=4623
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 14 2 4 4 2 3 52 2 14 39 1 457 12 4 15 10 3 47 4 131 52 14
split_gain=49.4477 8.16209 4.99427 4.08879 3.06449 2.34719 2.06916 1.94458 1.35691 1.28759 1.21704 1.18273 1.0697 0.727986 0.521827 0.511539 0.435305 0.41029 0.404913 0.35743 0.639117 0.386551 0.329363 0.319679 0.298953 0.285427 0.271223 0.260511 0.250561 0.240612
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.062655000000000016 0.17025000000000004 0.40473500000000007 0.40945500000000007 0.089885000000000007 0.30112000000000005 -0.56176499999999996 0.094835000000000017 0.097795000000000007 0.087690000000000004 0.086920000000000011 0.080930000000000016 0.086915000000000006 0.033845000000000007 -0.059484999999999989 -0.38124499999999995 -0.017889999999999996 0.090100000000000013 0.0067750000000000006 0.09031500000000002 1.0000000180025095e-35 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 6 25 7 15 8 12 11 -6 13 18 17 -14 -1 -10 -4 -5 21 -21 -16 -17 -11 -13 29 -20 -2 -23 -3
right_child=1 2 9 5 10 -7 -8 -9 16 23 -12 24 14 -15 19 22 -18 -19 26 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001481780549160136 0.0014525164611914865 0.00086193118092700908 0.00096251326118152825 0.0014368077671066647 0.0012670193460107145 0.00078955774460982408 0.00079039218251967364 0.00094221083310858501 0.0017053672496010275 0.00032857392335604904 0.00079598347857302311 0.0005801405890322334 0.0015298064238105724 0.00041794757459996646 0.0013493047462024366 0.0012810823420079033 0.0013757318448202281 0.0006497064532310355 0.0013786443068196077 0.00091448042951428976 0.0013819475649937375 0.0011846808662378354 0.000962924939346186 1.616065372146812e-05 0.00037404779677190319 0.00088409514510057825 0.0012044436883631136 0.0012065417158837412 0.0013294609314670749 0.00065898719491061888
leaf_weight=26 49 26 38 927 71 26 69 38 67 34 30 38 45 22 549 29 20 28 359 23 22 108 22 20 94 33 38 25 80 165
leaf_count=26 49 26 38 927 71 26 69 38 67 34 30 38 45 22 549 29 20 28 359 23 22 108 22 20 94 33 38 25 80 165
internal_value=0 0.00075506 0.000679163 0.00135518 0.000843557 0.00137536 0.00103698 0.00138205 0.00138952 0.00048417 0.00112711 0.000550763 0.00137981 0.000726842 0.00132448 0.00125795 0.00162959 0.000829807 0.00141437 0.00131267 0.00114302 0.00132303 0.00114384 0.000212865 0.000433378 0.000715706 0.00136197 0.00136942 0.00124629 0.000686613
internal_weight=0 673 599 2448 325 2302 146 2276 2238 274 101 220 2151 88 827 77 87 66 1324 782 45 737 51 54 132 224 397 74 188 191
internal_count=3121 673 599 2448 325 2302 146 2276 2238 274 101 220 2151 88 827 77 87 66 1324 782 45 737 51 54 132 224 397 74 188 191
is_linear=0
shrinkage=0.00196078


Tree=4624
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 1 2 14 4 16 12 1 4 0 15 47 2 4 0 1 3 16 49 4 47 475 42 150
split_gain=48.9232 7.55909 4.27328 3.65235 2.76898 2.29258 1.8909 1.48781 1.24922 1.24833 1.08948 0.968678 0.872495 0.689584 0.672029 0.933964 0.894685 0.631832 0.51798 0.495034 0.67249 0.483356 0.43796 0.504851 0.548862 0.490971 0.415959 0.373209 0.350321 0.334229
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099185000000000009 0.087735000000000021 0.09253500000000002 0.14122000000000004 0.062655000000000016 -0.17966999999999997 -0.52595999999999987 -0.42850999999999995 0.122715 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.15950500000000004 -0.55119499999999988 -0.079119999999999982 0.083345000000000016 0.30112000000000005 -0.020119999999999996 -1.0000000180025095e-35 0.27287000000000006 0.093140000000000014 -0.082014999999999991 0.10755000000000002 0.082565000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 9 10 -4 11 14 -3 -7 -6 -2 15 16 -1 28 -14 -17 -21 -16 23 25 -25 -12 -23 -13 -8 -5
right_child=1 4 7 29 12 8 17 -9 -10 -11 22 27 18 -15 21 19 -18 -19 -20 20 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001488814184732754 0.0012858677159254049 0.0012270295028300848 0.0012655006985866487 0.00063169956465215218 0.0005220646678446596 0.00083644932099417142 0.00050436069015596138 0.00075929747863502694 0.0008996119059473971 0.0016257583318418517 0.0010625696916874048 0.0014468548136858637 0.00027349429853333563 0.00094692270908104236 0.0013210800160507257 0.0016828108333223856 0.0010243737486473441 0.00072849571108166567 -0.00011603178971218351 0.0014101849119605332 0.0013163371387367494 0.00086621034086919297 0.0005477597136624387 0.00088389968061271837 0.00046167318243848219 0.00076332445326355973 0.0012337795669682692 0.0012576008252269185 0.00027358249847651389 0.00092209273401428664
leaf_weight=23 113 20 34 64 35 20 85 65 41 76 35 45 35 29 101 22 52 37 21 1169 392 20 35 20 29 53 29 365 36 20
leaf_count=23 113 20 34 64 35 20 85 65 41 76 35 45 35 29 101 22 52 37 21 1169 392 20 35 20 29 53 29 365 36 20
internal_value=0 0.000733345 0.00133222 0.00102493 0.000583915 0.00134899 0.000663139 0.000933145 0.00122664 0.00137958 0.000793879 0.00125782 0.000279208 0.00121665 0.00136923 0.0013806 0.0011668 0.000504266 0.000127422 0.00139073 0.00138662 0.00124355 0.000743513 0.000793523 0.000634011 0.000882342 0.00108375 0.00127837 0.000435699 0.000700841
internal_weight=0 667 2454 226 441 2355 350 99 471 1884 192 430 91 142 1808 1658 75 158 56 1583 1561 150 172 137 49 88 49 410 121 84
internal_count=3121 667 2454 226 441 2355 350 99 471 1884 192 430 91 142 1808 1658 75 158 56 1583 1561 150 172 137 49 88 49 410 121 84
is_linear=0
shrinkage=0.00196078


Tree=4625
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 47 14 2 2 2 4 0 15 4 12 52 158 4 0 4 150 16 4 14 47 15 52 4
split_gain=33.1367 5.38336 3.22148 2.75947 1.88863 1.68018 0.966809 0.958151 0.935656 0.744258 0.730458 0.664772 0.570104 0.689335 0.645737 0.498673 0.424099 0.358513 0.332099 0.323369 0.334472 0.410999 0.28345 0.283261 0.263884 0.260296 0.314719 0.255458 0.247422 0.242505
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.14285500000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.27834500000000006 0.088245000000000004 -0.56176499999999996 0.080695000000000003 -0.51843499999999987 -0.077259999999999981 -0.17966999999999997 1.0000000180025095e-35 -0.039889999999999988 0.23246000000000003 -0.23083499999999998 0.090100000000000013 -0.41396999999999995 0.0031350000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 8 -5 11 12 17 24 15 13 14 -1 -4 19 -7 28 -15 -21 -22 29 -16 -6 -3 -27 -13 -14 -19
right_child=1 2 7 6 10 9 -8 -9 -10 -11 -12 27 18 16 23 -17 -18 22 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012445286564205004 0.0011196919650577539 0.00075516091636032925 0.00063954140726887084 0.0010513575088056588 0.0010881965215826712 0.0012414189123073223 0.00063873059527929938 0.00070347556509729031 0.001366311969510419 0.00076840717589553038 0.00061289053821169282 0.00035980182607662213 0.00091998750260753213 0.0014349284014002839 0.00073555041122816357 0.0003788571650660405 0.0011305574798889414 0.0010767976479942485 0.0011856474528248711 0.0011999071093499345 0.0011867316192684151 0.00085554947660249818 0.0008221089992112194 0.0010330148715087595 0.00085643954428971981 0.00053538579776536699 0.00074765375157927769 0.00015759228436217125 0.0011360721953467519 0.00096666093476127093
leaf_weight=23 76 34 39 34 51 33 61 37 76 41 24 41 83 21 32 102 774 245 38 727 34 25 24 20 30 167 32 58 27 112
leaf_count=23 76 34 39 34 51 33 61 37 76 41 24 41 83 21 32 102 774 245 38 727 34 25 24 20 30 167 32 58 27 112
internal_value=0 0.000627371 0.000566531 0.00111399 0.000695001 0.00112732 0.000786408 0.00040977 0.00115319 0.0010204 0.000913339 0.000364491 0.00114422 0.00115464 0.000970961 0.000450961 0.00116335 0.00104536 0.00102762 0.0011948 0.00118838 0.0010464 0.00102838 0.00084996 0.00100236 0.000596609 0.000569519 0.000241336 0.000973026 0.00104224
internal_weight=0 691 615 2430 338 2335 95 277 1880 455 105 240 1804 1656 75 141 1581 414 148 807 786 59 381 52 81 233 199 99 110 357
internal_count=3121 691 615 2430 338 2335 95 277 1880 455 105 240 1804 1656 75 141 1581 414 148 807 786 59 381 52 81 233 199 99 110 357
is_linear=0
shrinkage=0.00196078


Tree=4626
num_leaves=31
num_cat=0
split_feature=1 52 3 124 13 52 2 42 51 48 43 43 15 41 1176 12 403 159 3 4 4 132 15 51 3 43 4 400 47 15
split_gain=1.88709 0.426483 0.237165 0.152172 0.142647 0.141686 0.140688 0.127546 0.12169 0.107866 0.114954 0.106281 0.0920156 0.142896 0.0952462 0.116243 0.130315 0.103978 0.0979136 0.142795 0.138902 0.0913154 0.0965285 0.0900879 0.0861452 0.0862354 0.0859181 0.0839122 0.0828786 0.0807813
threshold=0.10312500000000001 -0.40967499999999996 0.31534000000000006 -0.076779999999999987 -0.47860499999999995 0.19022000000000003 0.13404500000000005 -0.0060199999999999993 -0.41904999999999998 0.15068000000000001 -0.035139999999999991 -0.24021999999999996 0.040760000000000005 0.07677500000000001 0.085295000000000024 0.09320500000000001 -0.088144999999999987 0.082585000000000006 0.092670000000000016 -0.031404999999999995 -0.51253999999999988 0.082150000000000015 -0.077844999999999984 0.11381000000000001 -0.053259999999999995 0.0051600000000000005 -0.047864999999999991 -0.064794999999999978 0.10670500000000001 -0.46471999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 -4 8 12 -1 -3 10 11 -10 14 24 15 16 -5 -17 20 -20 -18 -22 -23 28 25 26 -14 -27 29 -12
right_child=1 2 4 6 -6 -7 -8 -9 9 -11 23 -13 13 -15 -16 17 18 -19 19 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.013892567812059171 0.014176640735499355 0.014481652492568607 0.0050828994191572845 0.0076604963134741418 -0.0031524178984744309 0.01211087141118403 0.0083986474942339927 0.0063580126664161962 0.011775508243590594 -0.00013518959961154243 0.012234271240707202 0.0047421334130704944 0.014791544717541733 0.020588787385841481 0.0066839586668224499 0.010717974860255927 0.021837410122156144 0.015467301838655481 0.015332813412616296 0.0065343624625641573 0.014562578269747155 0.015296040325968839 0.0063937007618168817 0.014920604495065555 0.018815451599657536 0.018286903951825067 0.0088311159648001205 0.011799882376400379 0.012764991488638184 0.0061542897701032297
leaf_weight=39 90 21 58 32 33 62 49 53 24 22 26 205 741 37 22 241 25 57 35 39 671 21 29 21 40 22 25 213 31 137
leaf_count=39 90 21 58 32 33 62 49 53 24 22 26 205 741 37 22 241 25 57 35 39 671 21 29 21 40 22 25 213 31 137
internal_value=0 0.00773112 0.00682472 0.01354 0.00209647 0.00760845 0.0136996 0.00955201 0.00703525 0.00669968 0.00703835 0.00547926 0.013815 0.0144818 0.0132017 0.0133264 0.013921 0.0116264 0.0141653 0.0106958 0.0145095 0.0142554 0.0101327 0.00869896 0.0142648 0.0140829 0.014597 0.0124072 0.00802548 0.0071241
internal_weight=0 730 640 2391 91 549 2299 92 487 466 444 229 2250 1078 1172 1150 852 298 820 74 746 721 50 215 1041 1001 766 235 194 163
internal_count=3121 730 640 2391 91 549 2299 92 487 466 444 229 2250 1078 1172 1150 852 298 820 74 746 721 50 215 1041 1001 766 235 194 163
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 2 2 16 2 4 1 2 2 12 4 47 3 52 1 4 131 3 457 13 475 0
split_gain=54.0622 8.20345 5.42515 4.42691 3.35873 2.68558 1.63482 1.57302 1.56688 1.23312 1.13245 1.05919 0.89874 0.892771 0.758333 0.822013 0.489908 0.487267 0.446569 0.399206 0.395319 0.383009 0.333385 0.329261 0.316056 0.288007 0.290104 0.311109 0.278952 0.556757
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14122000000000004 -0.52595999999999987 0.14753000000000002 0.27834500000000006 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.090545000000000014 -0.51253999999999988 0.090100000000000013 0.086245000000000016 -0.56176499999999996 0.11588000000000001 -0.031404999999999995 0.09031500000000002 1.0000000180025095e-35 0.095565000000000025 -1.0000000180025095e-35 -0.082014999999999991 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 8 12 -5 14 22 11 -7 13 -4 17 16 -16 18 -1 25 -20 -13 -6 -22 -2 -3 27 -27 -23 -30
right_child=1 2 6 7 9 10 -8 -9 -10 -11 -12 21 -14 -15 15 -17 -18 -19 20 -21 23 28 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0016290423304649517 0.0013753151737786586 0.00049048566554619371 0.00064640663395288821 0.0012033357160357112 0.0012660568852289687 0.00074149648056310766 0.00074697044351304499 0.00068283825667454193 0.0015937626407980549 0.00066044429207549372 0.00084105769073432974 0.0013967690563279817 0.00014505867784599786 0.00030554642892905961 0.00097397672264929618 0.00087863180121662565 0.00127191497971354 0.0012643770237612622 0.0013481358108968619 0.00080228913027574037 0.0013397299219357645 0.0013732539192468178 0.0010053427319971493 0.0010035349016558697 0.0010966872979028552 0.0006166816970296934 0.00045487757578479459 0.00090119697273096299 0.0012001901336461277 0.00096635412416686678
leaf_weight=21 45 96 40 34 44 20 37 65 76 26 41 36 87 113 23 25 274 379 1041 32 21 28 33 24 24 45 23 22 301 45
leaf_count=21 45 96 40 34 44 20 37 65 76 26 41 36 87 113 23 25 274 379 1041 32 21 28 33 24 24 45 23 22 301 45
internal_value=0 0.000638237 0.000564372 0.00126778 0.000737861 0.00128485 0.000363325 0.000861595 0.00131796 0.00102965 0.00115242 0.00118211 0.00030418 0.00039466 0.00130637 0.0012201 0.00124884 0.00132506 0.00134583 0.000599996 0.00134036 0.0012036 0.00115432 0.00116043 0.0012784 0.000565193 0.00064488 0.000710105 0.00118501 0.00116978
internal_weight=0 667 598 2454 321 2355 277 99 1884 103 471 430 240 153 1808 322 297 1486 1107 218 1086 410 77 45 69 186 90 67 374 346
internal_count=3121 667 598 2454 321 2355 277 99 1884 103 471 430 240 153 1808 322 297 1486 1107 218 1086 410 77 45 69 186 90 67 374 346
is_linear=0
shrinkage=0.00196078


Tree=4628
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 11 2 49 4 50 11 1 15 0 1 124 457 1 4 15 0 160 1 47 43
split_gain=51.3361 8.10746 4.01081 3.96334 2.97294 2.53549 1.98064 1.82244 1.75986 1.3671 1.35616 1.40292 0.822187 0.698878 0.63572 0.571364 0.555607 0.516536 0.459433 0.451135 0.432363 0.412432 0.781839 0.423502 0.406041 0.362618 0.341832 0.335639 0.330695 0.272968
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 0.09253500000000002 -1.0000000180025095e-35 0.10613000000000002 1.0000000180025095e-35 0.091265000000000013 -0.054984999999999992 -0.15289999999999995 0.041865000000000006 0.086080000000000018 0.086920000000000011 -0.086849999999999997 -0.095504999999999993 0.13075500000000004 -0.081214999999999982 0.080930000000000016 0.084525000000000003 0.018150000000000003 -0.41396999999999995 -0.23194499999999998 -0.085764999999999994 0.13265500000000002 0.10350500000000001 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 8 6 10 17 20 -10 11 16 -2 -11 24 26 25 -1 -18 -5 -3 23 -23 29 -6 -4 -12 -15 -14 -13
right_child=1 4 5 19 14 -7 -8 -9 9 13 15 21 28 27 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012292036303767453 0.00071239942188143653 0.0003999511380314681 0.0015079657879530216 0.00060718213395197305 0.00019810697487869944 0.00057673267584693023 0.00074863358370967441 0.00061902138501147407 0.00085717846149782942 0.00084839620134409728 0.0012519632736403567 0.0011883235529335603 0.0012088519425935693 0.00049598019732909114 0.0003903704896979427 0.0012222913812254695 0.00099047466401387002 0.00090733219520689932 0.0011863321771275117 0.00028909836344883527 0.00013677374691111979 0.0011944147593834821 0.00064615234750889101 0.0010476945840369352 -7.6161058969563151e-05 0.0012413196227241269 0.0015421735461789972 0.00024052526141244535 0.0010026456884222785 0.001078128401807829
leaf_weight=36 23 48 20 60 36 26 38 69 54 20 20 323 67 141 26 53 53 41 351 24 48 20 20 188 49 1001 71 23 54 118
leaf_count=36 23 48 20 60 36 26 38 69 54 20 20 323 67 141 26 53 53 41 351 24 48 20 20 188 49 1001 71 23 54 118
internal_value=0 0.000554121 0.00116559 0.000854783 0.000400075 0.00118558 0.00119253 0.000850441 0.000492466 0.000582861 0.00120007 0.00118741 0.00105223 0.000502354 0.000122068 0.00138413 0.00122219 0.00105782 0.00116064 0.000516301 0.000268362 0.00111334 0.000920284 0.00112562 3.99995e-05 0.00124654 0.00147839 0.000460154 0.00111683 0.00115884
internal_weight=0 673 2448 228 445 2302 2276 146 334 238 2238 2094 144 184 111 144 1425 77 404 84 96 669 40 629 85 1021 91 164 121 441
internal_count=3121 673 2448 228 445 2302 2276 146 334 238 2238 2094 144 184 111 144 1425 77 404 84 96 669 40 629 85 1021 91 164 121 441
is_linear=0
shrinkage=0.00196078


Tree=4629
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 2 4 4 0 15 150 3 1 0 4 39 3 1 4 47 16 4 131 0 124
split_gain=31.195 5.14112 3.14544 2.5757 1.87888 1.50414 0.97269 0.918652 0.888019 0.778716 0.735565 0.594125 0.555458 0.70216 0.566959 0.472044 0.466629 0.388817 0.368271 0.47468 0.349591 0.292249 0.285254 0.283664 0.279068 0.255313 0.254266 0.237471 0.227479 0.223196
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.17025000000000004 0.14122000000000004 0.40945500000000007 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.30112000000000005 0.083345000000000016 -0.079119999999999982 -0.55119499999999988 0.087690000000000004 -0.12711499999999995 0.15964000000000003 0.022185000000000003 0.09585500000000001 -0.039889999999999988 -0.0070899999999999991 0.091440000000000007 -0.11991499999999998 -0.087394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 29 6 12 -5 26 11 15 16 13 14 -1 23 20 28 -15 -20 -4 -21 -11 -7 -19 -16 -6 -2 -14 -3
right_child=1 2 9 7 8 10 -8 -9 -10 22 -12 -13 17 18 25 -17 -18 24 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012612758161466748 0.0012288759768918189 0.00083624971430508693 0.00084022814052331308 0.001096977199822011 0.0012525906214137482 0.0011442741442058641 0.0014000652105052584 0.00069704947560107332 0.00063662562440179929 0.0003570238137166547 0.00080969818738132842 0.00042730127256118417 0.0012685647658202456 0.0012150221406706573 0.00078668248359904137 0.00083521295057510929 0.00038798946477207167 0.00078302263752817204 0.0014216885084996139 0.00096085940672903836 0.00055148530808859185 0.0011483591727162921 6.1910730326096252e-05 0.0010312151991201065 0.0010762315852190156 0.0010674403344883639 0.00099959362569559842 0.00097876116341235578 0.0010732095389584312 0.00062390593005856847
leaf_weight=23 54 21 38 34 21 238 79 63 24 34 41 132 33 1173 33 27 22 26 23 35 28 368 20 133 24 20 56 20 75 203
leaf_count=23 54 21 38 34 21 238 79 63 24 34 41 132 33 1173 33 27 22 26 23 35 28 368 20 133 24 20 56 20 75 203
internal_value=0 0.000673694 0.000613458 0.00115035 0.000743922 0.00116327 0.00118704 0.00083723 0.000965947 0.000458711 0.00105977 0.000510499 0.00117785 0.00118834 0.00100419 0.00108553 0.000635296 0.00106672 0.00119709 0.00114771 0.000717731 0.00113208 0.000247723 0.00110374 0.000923763 0.000892629 0.00106859 0.00116128 0.0011329 0.000643813
internal_weight=0 673 599 2448 325 2351 1912 97 101 274 439 220 1833 1675 76 398 88 158 1599 426 66 403 54 371 50 53 77 74 108 224
internal_count=3121 673 599 2448 325 2351 1912 97 101 274 439 220 1833 1675 76 398 88 158 1599 426 66 403 54 371 50 53 77 74 108 224
is_linear=0
shrinkage=0.00196078


Tree=4630
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 11 2 2 1 4 11 3 4 1 0 124 50 52 0 43 2 12 52 15 14 1
split_gain=39.9179 6.20974 3.47284 2.90277 2.3259 1.81331 1.65266 1.58809 1.46229 1.13331 1.15533 1.09935 0.599754 0.452738 0.440486 0.437583 0.438305 0.434394 0.393176 0.391856 0.382147 0.378281 0.369521 0.35476 0.345074 0.337256 0.294046 0.291564 0.290494 0.27884
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 0.09253500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.089885000000000007 0.10613000000000002 0.122715 -0.062539999999999984 0.078340000000000007 -0.11171999999999999 0.0052350000000000009 0.086920000000000011 -0.23091999999999999 -0.081214999999999982 0.041865000000000006 0.039215000000000007 -0.10474999999999998 -0.016814999999999997 0.094835000000000017 0.090545000000000014 -0.088204999999999992 -0.41396999999999995 0.080160000000000023 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 8 6 9 24 19 10 17 29 26 -13 -11 23 22 18 -4 -3 27 -18 -17 -12 -1 -24 -2 -6 -16 -10
right_child=1 4 5 -5 20 -7 -8 -9 11 14 15 13 -14 -15 28 16 21 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013066867492857021 0.0012755674860650973 0.00055121522023208634 0.0015726623640340918 0.00065677516331094437 0.00037295044670419153 0.0007262272619801049 0.00084151291971789797 0.00071323344647528672 0.0010666786498608198 0.0016335420982510436 0.0011830421288808186 0.00090435921428675314 0.00086343540250247521 0.00060458558874668718 0.0013086951830807855 0.00098523427553646407 0.0010575538903566789 0.0012230025187974203 0.0012947265010898172 0.00030066914859952959 0.00051062268810416964 0.0012200699868193162 0.001322903143302509 0.00086431081448961873 0.0010291249521888768 0.0012064618340075484 0.001077201721357594 0.00014053929131105394 0.0015359652201576439 0.00077490239385880674
leaf_weight=26 59 48 20 84 36 26 38 69 34 30 25 22 29 162 85 23 135 394 907 48 26 93 134 29 51 334 56 49 29 20
leaf_count=26 59 48 20 84 36 26 38 69 34 30 25 22 29 162 85 23 135 394 907 48 26 93 134 29 51 334 56 49 29 20
internal_value=0 0.000683319 0.00122252 0.00094645 0.000548502 0.00124111 0.001247 0.000929263 0.000630223 0.00125388 0.00124231 0.000712621 0.00111543 0.000640428 0.00142214 0.0011821 0.00119489 0.00127754 0.00130072 0.000425942 0.000302602 0.00112384 0.00122788 0.00101187 0.00112285 0.0012398 0.00117897 0.000238972 0.00136651 0.000958613
internal_weight=0 673 2448 228 445 2302 2276 146 334 2238 2094 238 144 184 144 773 719 1321 927 96 111 228 491 54 77 468 115 85 114 54
internal_count=3121 673 2448 228 445 2302 2276 146 334 2238 2094 238 144 184 144 773 719 1321 927 96 111 228 491 54 77 468 115 85 114 54
is_linear=0
shrinkage=0.00196078


Tree=4631
num_leaves=31
num_cat=0
split_feature=1 52 1 12 123 2 4 4 52 42 4 16 1 131 132 14 133 0 3 157 157 475 15 51 3 128 12 402 4 4
split_gain=2.53323 0.522047 0.290327 0.224041 0.199598 0.16409 0.141649 0.108398 0.116901 0.0937798 0.0900207 0.126138 0.0794014 0.0787615 0.0768597 0.111148 0.116503 0.0761258 0.113331 0.0955838 0.13143 0.0930676 0.151443 0.0953313 0.0873517 0.0774899 0.0735009 0.0706802 0.0701771 0.069263
threshold=0.10337500000000001 -0.40967499999999996 0.13559000000000002 0.088105000000000003 1.0000000180025095e-35 0.13501500000000002 0.41816000000000003 0.042705000000000007 1.0000000180025095e-35 -0.076394999999999977 0.24564500000000003 -0.14771999999999999 0.16773500000000005 0.090385000000000007 0.091050000000000006 -0.46413499999999996 0.089200000000000015 -0.079119999999999982 0.084940000000000015 -0.082259999999999986 -0.077809999999999976 -0.06562999999999998 0.040760000000000005 0.089685000000000001 -0.059315 0.086435000000000012 -0.089199999999999988 0.091530000000000014 0.0033150000000000007 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 3 14 5 7 -5 17 10 -6 11 -9 -4 -2 15 -3 -17 18 24 -19 -21 -22 23 29 -1 27 -11 -24 -20 -23
right_child=1 2 12 6 9 -7 -8 8 -10 26 -12 -13 -14 -15 -16 16 -18 19 28 20 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016492260016544392 0.017810475768610126 0.015035408615533794 0.0050988520797012838 0.014359748135786506 0.016654924764519647 0.0098537258794143181 0.0066229531060784099 0.018633157179197845 0.016518475724108243 0.011131982211372815 0.0069051895550308901 0.011700048342185177 -0.0011923920282203219 0.011078528553480283 0.0016170272917952388 0.0082904593339084062 0.0022654011367341958 0.019853868559002879 0.010397455828691213 0.007707186649087816 0.018348566463289709 0.016331282655962492 0.014697637070234909 0.0058185111021711719 0.020715898226070055 0.020147732464042872 0.0039165047416463497 0.019318271460207672 0.017447900446131825 0.01154775703373874
leaf_weight=1228 63 21 157 100 21 48 31 34 108 48 26 115 23 24 20 242 37 40 48 25 77 44 257 21 51 37 20 38 20 97
leaf_count=1228 63 21 157 100 21 48 31 34 108 48 26 115 23 24 20 242 37 40 48 25 77 44 257 21 51 37 20 38 20 97
internal_value=0 0.00869153 0.0076903 0.00904541 0.0154609 0.0156396 0.0125289 0.0157621 0.0139313 0.0108137 0.0123347 0.0132821 0.00429497 0.0159534 0.00761936 0.00801952 0.00749144 0.0160234 0.0164492 0.0151217 0.0148041 0.0151149 0.0146108 0.0121043 0.0166607 0.0158339 0.00900978 0.0152928 0.0124711 0.0130405
internal_weight=0 718 631 451 2403 2314 131 2266 283 89 175 149 180 87 320 300 279 1983 1347 636 596 571 494 162 1279 332 68 295 68 141
internal_count=3121 718 631 451 2403 2314 131 2266 283 89 175 149 180 87 320 300 279 1983 1347 636 596 571 494 162 1279 332 68 295 68 141
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=31
num_cat=0
split_feature=1 4 1 3 12 457 148 2 4 4 14 4 2 2 13 3 147 401 12 159 15 41 4 1 0 52 49 4 151 12
split_gain=2.05391 0.311293 0.267546 0.194145 0.190513 0.203372 0.172186 0.148029 0.165711 0.140988 0.135569 0.131427 0.12596 0.104294 0.0857302 0.118333 0.0843905 0.0817132 0.0793741 0.0784937 0.0770346 0.0783319 0.0754249 0.0732792 0.0700042 0.0932581 0.0677613 0.079248 0.0921194 0.0664013
threshold=0.10920500000000001 0.26450500000000005 0.094385000000000011 -0.047929999999999993 -1.0000000180025095e-35 0.062030000000000009 -0.068554999999999991 0.10644500000000001 -0.069389999999999993 0.10528000000000001 0.062655000000000016 0.042705000000000007 0.25063000000000007 0.11824000000000001 0.10820000000000002 -0.12018999999999998 0.089365000000000014 0.085900000000000018 -0.094384999999999983 0.082585000000000006 -0.23060499999999998 0.089785000000000018 -0.0070899999999999991 0.13534000000000004 -0.076899999999999982 0.039215000000000007 0.036705000000000008 0.0052350000000000009 -0.083034999999999984 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 26 11 -7 10 -9 19 16 -6 14 29 15 -3 20 18 -17 22 -1 -22 -5 -20 25 -10 27 28 -4 -2
right_child=1 12 4 9 5 6 -8 8 24 -11 -12 -13 -14 -15 -16 17 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.019859208282083277 0.018623912726373724 0.011378778745968115 0.010034898071429663 0.010289977383972318 0.014946178783801327 0.012338113112491556 -0.00062670444720424722 0.0047624858610075095 0.0043884636213382087 0.015094665312208237 0.018391138434701835 0.00972983183249688 -0.0022808910657962163 0.0061371897766366607 7.3644674349842339e-05 0.0095257867530851477 0.0089990872858713069 -0.0010702844330808148 0.0064641974026110414 0.0029795121059150382 0.014351593442770517 0.0089240788930544154 0.0045607713796198364 0.0016978296771015845 0.013620710541746581 0.013812753052583763 0.0023826815010536285 0.013691881266625031 0.0013299775280756878 0.012469011758669065
leaf_weight=25 24 34 31 54 188 21 20 29 21 20 83 65 24 20 28 41 30 20 78 51 1756 27 40 55 186 21 21 23 20 65
leaf_count=25 24 34 31 54 188 21 20 29 21 20 83 65 24 20 28 41 30 20 78 51 1756 27 40 55 186 21 21 23 20 65
internal_value=0 0.00699112 0.0137049 0.00938738 0.0112892 0.0125472 0.00601381 0.0141364 0.0118825 0.00722387 0.0144379 0.013606 0.00464621 0.0126624 0.00529563 0.00593692 0.0142594 0.00498319 0.005679 0.00613824 0.0143467 0.0142694 0.00785202 0.00449314 0.0127881 0.00910061 0.00739612 0.00881885 0.0066212 0.0141288
internal_weight=0 554 2567 274 389 294 41 2178 257 165 1921 253 280 109 256 228 1838 194 174 145 1808 1783 94 133 228 42 95 74 51 89
internal_count=3121 554 2567 274 389 294 41 2178 257 165 1921 253 280 109 256 228 1838 194 174 145 1808 1783 94 133 228 42 95 74 51 89
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 14 2 2 1 2 0 49 4 1 150 12 4 4 49 3 50 3 475 1 124 1 13 2 157
split_gain=29.0438 4.27041 2.35759 2.35458 1.85334 1.47638 1.02157 0.992524 0.978209 0.809652 0.658292 0.526244 0.861796 0.666858 0.530307 0.513289 0.35404 0.354023 0.353342 0.350938 0.330251 0.302827 0.256714 0.255375 0.239644 0.234104 0.225137 0.197306 0.271789 0.188352
threshold=0.10538500000000002 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.083135000000000014 1.0000000180025095e-35 0.088245000000000004 -0.15464999999999998 -0.52556499999999995 -0.054984999999999992 -0.13927999999999999 0.041865000000000006 -0.0063699999999999989 -0.07550999999999998 0.13436000000000001 -0.081214999999999982 0.12958500000000003 -0.47860499999999995 0.31358000000000003 -0.081889999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 5 7 6 11 25 26 -5 15 12 14 16 -1 23 18 -10 -13 -2 -20 27 -16 -7 -19 -3 -9 -6 -29 -18
right_child=1 4 -4 9 21 10 -8 8 17 -11 -12 13 -14 -15 22 -17 29 24 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010223066960796227 0.00071478493016241757 0.00044723363725813098 0.00052209388963394665 0.00097368978814682745 0.00030893203960117384 0.0011035750298804793 0.0012791435208590459 0.00091957896505164298 0.00076704874999967271 0.00060026728945642392 0.00069852250150263676 0.0013509546536134849 0.0012085659003335666 0.00090460173484562586 0.00056744764686799515 0.00070806239543330272 0.00092952838390740955 0.00052255097924211902 0.00085065392072962106 0.0009793617152945766 0.0010998880477524249 0.00041001941262405343 0.00082884686749686975 0.00095776703850518384 0.00032178305093531772 0.00025148493628888053 0.00065593442423086544 0.00019735072547679439 -9.2324562272052369e-05 0.0010496183803415412
leaf_weight=48 23 46 84 34 22 54 79 33 20 65 41 21 36 98 20 29 54 149 21 119 767 23 52 319 27 48 20 33 20 716
leaf_count=48 23 46 84 34 22 54 79 33 20 65 41 21 36 98 20 29 54 149 21 119 767 23 52 319 27 48 20 33 20 716
internal_value=0 0.000563315 0.000782478 0.00102474 0.000451 0.0010372 0.00106083 0.000518945 0.000583751 0.000728513 0.000935201 0.00105142 0.000942488 0.00106155 0.000862664 0.00095934 0.00107129 0.000519843 0.00109994 0.000936508 0.00109325 0.000213194 0.000756236 0.000978876 0.000491751 0.000347277 0.00082009 0.000152835 8.80393e-05 0.0010412
internal_weight=0 667 226 2454 441 2355 1912 343 249 99 443 1833 156 1677 120 402 1579 196 809 142 788 98 72 373 176 94 53 75 53 770
internal_count=3121 667 226 2454 441 2355 1912 343 249 99 443 1833 156 1677 120 402 1579 196 809 142 788 98 72 373 176 94 53 75 53 770
is_linear=0
shrinkage=0.00196078


Tree=4634
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 47 2 4 11 4 2 52 50 2 3 49 11 0 0 47 2 14 14 16 1 3
split_gain=57.5445 7.05122 6.40463 5.40005 3.78848 2.91276 2.21364 1.89461 1.25342 1.21319 1.15389 1.13185 1.00179 0.927479 0.86574 0.773613 0.696882 0.685035 0.935988 0.604522 0.598222 0.548847 0.544375 0.5365 0.526171 0.527071 0.494689 0.547451 0.473663 0.463392
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.077555000000000013 0.13501500000000002 -0.033174999999999989 1.0000000180025095e-35 0.033845000000000007 0.11389000000000002 1.0000000180025095e-35 0.041865000000000006 0.10402500000000002 -0.0037349999999999996 -0.012034999999999999 0.080150000000000013 -0.097734999999999989 -0.11242999999999999 0.090280000000000013 0.10803500000000001 -0.46166999999999997 0.062655000000000016 0.10994000000000002 0.12040000000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 9 19 12 -6 28 14 13 -10 22 21 26 17 -3 18 -9 -5 -14 -8 -4 -21 -13 -26 27 29 -2 -1
right_child=1 16 6 5 7 -7 10 15 11 -11 -12 24 20 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011840461154615429 0.00058726336469494707 0.00012660909676011286 0.0011268361980694252 0.00087197588610590673 0.0013312208594060411 0.00058760143664570894 0.0015516852303693071 0.00068456313786101342 0.0010276480914027948 0.0015711303134592308 0.00091915725606589015 0.00084468938738984224 0.0017836843335445305 0.0011367963923965998 0.00078836151836987796 0.0011111005693705846 0.00046734697240240431 0.00055572519728428675 0.0011277536900729693 0.0014535808385641989 0.001450372461740877 0.001293289440424623 0.0013827003539471233 0.0011409672027822538 0.00078569681712371462 0.00049606031893736609 0.0015091387080211265 0.0013872495868749786 0.00028518670224359226 0.00089632209223442047
leaf_weight=93 29 100 33 20 28 44 33 53 27 35 36 28 37 152 20 23 30 56 28 32 47 747 1024 62 30 124 20 38 64 28
leaf_count=93 29 100 33 20 28 44 33 53 27 35 36 28 37 152 20 23 30 56 28 32 47 747 1024 62 30 124 20 38 64 28
internal_value=0 0.000608462 0.00128846 0.000722416 0.00106796 0.00101613 0.00133258 0.000860686 0.000568751 0.00123448 0.00126361 0.000653015 0.00139109 0.00127692 0.00117527 0.000778343 0.000205241 0.000722479 0.000837765 0.00118153 0.00159719 0.00130422 0.00137471 0.00124739 0.000597438 0.000552483 0.0012185 0.00118194 0.000379383 0.00111747
internal_weight=0 590 2531 460 422 158 2109 188 302 234 968 209 1141 932 199 160 130 137 81 114 84 780 1057 94 182 154 179 159 93 121
internal_count=3121 590 2531 460 422 158 2109 188 302 234 968 209 1141 932 199 160 130 137 81 114 84 780 1057 94 182 154 179 159 93 121
is_linear=0
shrinkage=0.00196078


Tree=4635
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 159 1 2 4 16 4 0 15 12 4 132 475 1 0 2 16 47 3 3 4 52
split_gain=53.0689 8.55339 5.87364 4.26954 3.03082 2.65068 1.70103 1.45573 1.385 1.3825 1.31192 1.03218 1.10457 0.900498 0.818479 0.921085 0.843614 0.593629 0.657031 0.59042 0.562237 0.473106 0.467949 0.457672 0.439663 0.410811 0.494858 0.379766 0.321613 0.319604
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.11474000000000002 0.14122000000000004 -1.0000000180025095e-35 0.09253500000000002 0.14753000000000002 0.40945500000000007 -0.52595999999999987 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.088245000000000004 -0.52556499999999995 0.08764000000000001 -0.079029999999999975 0.089770000000000016 -0.14454499999999995 0.31358000000000003 -0.050529999999999999 0.090100000000000013 0.0022600000000000003 0.0068900000000000012 -0.0070899999999999991 -0.55252499999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 14 28 13 -4 -5 12 27 -7 15 16 -1 18 -17 23 -15 -20 -16 -13 -24 26 -3 -11 -6 -22
right_child=1 2 9 10 7 8 -8 -9 -10 11 -12 19 -14 20 22 17 -18 -19 21 -21 29 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001538223973320573 0.0014026370069949456 0.00061130308828997613 0.00090638319280442431 0.0013012568942231428 0.0014866349430812172 0.0008991185429633832 0.0017247253950104747 0.00072662971999033603 0.00092765360942358957 0.00056546676535418328 0.0008259166115234701 0.0002787438529479664 0.00041169668358022798 0.0015177666396189084 0.0015670723675558452 0.0018359715272398556 0.0010872341642580465 0.00140919234915164 0.0014854630279894619 0.00055333278015826375 0.001520816281831681 0.0012303044368400212 0.0012958335286793222 -7.2214828950225137e-05 0.00099218659727118665 0.00093968575792658282 0.00081408658264036163 0.00090463709834890033 0.0012020982008855215 0.0012816874878203482
leaf_weight=23 72 103 26 34 21 20 76 24 41 22 65 50 105 51 20 20 52 778 763 21 23 29 110 20 22 33 84 30 56 327
leaf_count=23 72 103 26 34 21 20 76 24 41 22 65 50 105 51 20 20 52 778 763 21 23 29 110 20 22 33 84 30 56 327
internal_value=0 0.000764332 0.000687092 0.00138806 0.000867081 0.00140483 0.00143733 0.00114828 0.00127167 0.000476228 0.000989165 0.000431131 0.000527437 0.00130518 0.00142531 0.00143788 0.00122554 0.0014479 0.00148498 0.000264977 0.00132543 0.00147612 0.00128757 0.00017847 0.00124523 0.000737987 0.000702393 0.000761142 0.0012797 0.0012974
internal_weight=0 667 595 2454 321 2355 1893 101 462 274 99 248 157 421 1817 1665 75 1590 812 91 401 792 152 70 132 220 187 52 77 350
internal_count=3121 667 595 2454 321 2355 1893 101 462 274 99 248 157 421 1817 1665 75 1590 812 91 401 792 152 70 132 220 187 52 77 350
is_linear=0
shrinkage=0.00196078


Tree=4636
num_leaves=31
num_cat=0
split_feature=1 4 12 3 3 43 150 12 1 1 159 43 43 2 15 2 14 16 151 15 4 3 133 0 2 4 0 0 133 13
split_gain=2.44687 0.346462 0.321506 0.230543 0.223396 0.211393 0.189555 0.148037 0.133036 0.130877 0.126714 0.120001 0.132412 0.233784 0.116081 0.109955 0.0948991 0.117847 0.138262 0.097349 0.0941695 0.149313 0.112142 0.112477 0.10784 0.105252 0.101723 0.1729 0.0998364 0.106707
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.047929999999999993 0.11924500000000002 -0.066504999999999995 0.10980500000000001 0.088245000000000004 0.15471500000000002 0.087325000000000014 0.082585000000000006 0.093175000000000022 0.0034250000000000005 0.08647500000000001 -1.0000000180025095e-35 0.11824000000000001 -0.46166999999999997 -0.42170999999999997 0.050660000000000004 -0.56368999999999991 -0.080924999999999983 -0.082404999999999992 0.088820000000000024 -0.081584999999999977 0.080205000000000012 -0.083854999999999985 -0.083804999999999977 -0.084509999999999988 0.11269500000000002 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 9 -7 11 16 14 -5 12 20 -14 -1 -2 -3 18 19 -18 21 24 23 26 -4 28 27 -22 29 -26
right_child=1 8 7 10 -6 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.019394652006904718 0.015075202868061348 0.0097363317164708869 0.022688847810270325 0.0095534991595396333 0.004095021446313088 0.015425252845826826 0.0055365484207868581 0.014685066442464954 -0.00073947314222875453 0.0079621582260899406 0.0036516391975313146 0.022298968560767896 0.01550881009675901 0.0028835149155929684 0.0089778243191540232 0.0068779792916029694 0.010712167659949047 0.0008876090326036016 0.013870680385402271 0.0035525755903038844 0.015761092040880487 0.024236186715125136 0.011937264797410795 0.022393920759454237 0.022414153541665822 0.011869622871191018 0.010849105249586944 0.025157656582693262 0.010987542421472344 0.016778005552346962
leaf_weight=23 90 50 31 116 30 252 21 1252 35 101 53 33 55 20 20 20 24 54 21 91 290 33 70 28 44 42 37 21 22 142
leaf_count=23 90 50 31 116 30 252 21 1252 35 101 53 33 55 20 20 20 24 54 21 91 290 33 70 28 44 42 37 21 22 142
internal_value=0 0.00753898 0.014867 0.0100218 0.0124297 0.0130294 0.0146646 0.0153809 0.0050201 0.00992925 0.00770262 0.0163844 0.0161507 0.0121421 0.0145496 0.0135848 0.00586003 0.00483996 0.00640927 0.00504675 0.0165463 0.0178729 0.0156123 0.0162965 0.0171256 0.0164358 0.0158059 0.0163956 0.0173578 0.0181113
internal_weight=0 554 2567 279 447 417 273 2120 275 144 169 868 835 75 43 110 240 190 136 115 760 314 446 376 281 250 348 311 208 186
internal_count=3121 554 2567 279 447 417 273 2120 275 144 169 868 835 75 43 110 240 190 136 115 760 314 446 376 281 250 348 311 208 186
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=31
num_cat=0
split_feature=1 3 3 39 2 1375 4 13 132 12 4 0 12 15 15 52 15 3 3 43 3 2 16 13 41 15 4 0 47 52
split_gain=1.98196 0.283459 0.270646 0.252623 0.200747 0.179051 0.168494 0.146666 0.188207 0.145228 0.138938 0.111714 0.17896 0.101402 0.0966137 0.0953071 0.105841 0.19852 0.107146 0.0850709 0.0983591 0.0835332 0.0815498 0.103798 0.0798621 0.0769136 0.0740259 0.0910426 0.073681 0.0728422
threshold=0.10920500000000001 0.31534000000000006 -0.065819999999999976 0.087735000000000021 0.10981000000000002 -0.092319999999999985 0.40124500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42850999999999995 -0.031404999999999995 -0.14920999999999998 1.0000000180025095e-35 -0.016799999999999995 -0.091184999999999988 -0.085984999999999992 -0.12563999999999997 0.10732000000000001 -0.0025099999999999996 0.057265000000000003 -0.0025099999999999996 0.15950500000000004 0.042200000000000008 -0.0093149999999999986 0.079395000000000007 -0.083359999999999976 0.0061450000000000003 -0.11173999999999999 1.0000000180025095e-35 -0.24456499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 14 -4 11 8 -7 -3 -6 24 -13 -12 -2 29 -17 18 -18 20 22 -11 23 -10 -1 -20 27 -14 -5 -9
right_child=1 9 5 28 10 7 -8 15 19 21 13 12 26 -15 -16 16 17 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021351284964808398 0.0076965893909800801 0.0067360402849902003 0.0027772156714016331 0.0033665208774824561 0.013603746030351211 0.017861211200111679 0.0057578992359340192 0.012730689354142861 0.012125169403937078 0.0015162737980218871 0.0070689048248823386 0.0065881377311818538 0.007856938479976221 -0.00058765700523508721 0.014033147577825242 0.017709986945348127 0.0092065496759658524 0.0020016467575693412 0.010657438665628433 0.012939308005540322 0.0036026636748952238 -0.0064614662501428811 0.0042748544624863338 0.0054344632332363439 0.013765748246046511 0.017575338037891519 0.012333904026022736 0.014332672205771344 0.0085714364763615387 0.018467657092326093
leaf_weight=35 32 35 23 122 29 28 25 38 92 35 128 33 22 20 97 28 55 21 25 48 37 21 26 31 23 45 230 1649 35 53
leaf_count=35 32 35 23 122 29 28 25 38 92 35 128 33 22 20 97 28 55 21 25 48 37 21 26 31 23 45 230 1649 35 53
internal_value=0 0.00678509 0.0133803 0.0077879 0.00946105 0.0114139 0.0139165 0.0117909 0.0101131 0.00168286 0.00727444 0.0140188 0.0138892 0.00603423 0.0124613 0.0134496 0.0120782 0.0109981 0.0125095 0.00918596 0.00821736 -0.00147538 0.00936329 0.0104389 0.0183432 0.0151047 0.0140159 0.0142474 0.00452685 0.016072
internal_weight=0 554 2567 463 306 550 2017 527 262 91 177 1992 1934 148 129 265 174 146 125 234 186 56 149 123 58 70 1901 1671 157 91
internal_count=3121 554 2567 463 306 550 2017 527 262 91 177 1992 1934 148 129 265 174 146 125 234 186 56 149 123 58 70 1901 1671 157 91
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 4 1 2 1 2 150 4 2 1 1 1 1 1 52 1 50 15 0 4
split_gain=52.6652 8.19935 4.45378 4.22985 2.90612 2.51122 1.88918 1.64031 1.47429 1.33732 1.24146 0.808608 0.802003 1.03003 0.733576 0.723909 0.60541 0.484715 0.478269 0.434368 0.429678 0.394845 0.357349 0.305178 0.301695 0.289263 0.279043 0.296126 0.264061 0.314454
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.13501500000000002 -0.062539999999999984 0.089625000000000024 0.090050000000000005 0.122715 -0.0091949999999999983 1.0000000180025095e-35 -0.55119499999999988 0.088850000000000012 0.16175000000000003 0.12000500000000001 0.076935000000000017 0.13288500000000003 0.12958500000000003 -0.53964499999999982 0.13075500000000004 0.041865000000000006 -0.090344999999999995 -0.010949999999999998 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 20 12 -4 23 16 -11 17 15 24 -14 21 -1 -19 26 -3 28 -13 -8 -2 -5 27 -6 29 -7
right_child=1 4 8 25 19 10 9 -9 -10 11 -12 22 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018667129491891515 0.0016064861098982284 0.00079375499335963742 0.0014315875876596091 0.00092040154595975001 0.00054493383863587781 0.0015020960724698254 0.0013093994511452513 0.0018457597507965454 0.00092495060295395262 0.0011981332286156434 0.0011051982364258151 0.00083401359909889743 0.0011602758205252026 0.0010719949245647667 0.0011225941147028069 0.0015224957895244254 0.0011641460961389575 0.0015929854597550675 0.0015187047268481291 0.00021123737479402681 0.00051074343969640377 0.001570260400890999 0.00056519546743595236 0.0010041540554341149 0.0013968072409154752 0.00066569833194508269 0.00070046185862784297 0.00025818371766232013 0.0012386573387949728 0.001370469039878796
leaf_weight=21 41 30 34 60 45 152 34 76 63 22 48 140 23 24 29 273 29 941 516 21 66 92 22 20 74 24 25 20 27 129
leaf_count=21 41 30 34 60 45 152 34 76 63 22 48 140 23 24 29 273 29 941 516 21 66 92 22 20 74 24 25 20 27 129
internal_value=0 0.000894946 0.00151428 0.00119731 0.000740029 0.00153127 0.000831376 0.0015636 0.00110253 0.000925033 0.00140425 0.000845408 0.00155167 0.00146267 0.00140128 0.00149435 0.00143771 0.00157094 0.00156668 0.000465164 0.000599185 0.00145754 0.000797507 0.00119635 0.00147156 0.000847629 0.000524414 0.000456703 0.00142387 0.00144167
internal_weight=0 673 2448 228 445 2351 334 1874 97 238 477 184 1798 320 144 296 429 1478 1457 111 96 400 162 54 115 84 90 65 308 281
internal_count=3121 673 2448 228 445 2351 334 1874 97 238 477 184 1798 320 144 296 429 1478 1457 111 96 400 162 54 115 84 90 65 308 281
is_linear=0
shrinkage=0.00196078


Tree=4639
num_leaves=31
num_cat=0
split_feature=1 4 3 150 1375 4 456 2 2 43 2 49 0 12 3 16 0 1 1 42 160 16 12 1 13 42 3 51 401 4
split_gain=1.8741 0.264054 0.254047 0.187671 0.15457 0.152163 0.134118 0.127501 0.121676 0.112436 0.105202 0.110654 0.0995633 0.157195 0.0928047 0.114163 0.0914314 0.0886062 0.133676 0.0807914 0.0793255 0.0864824 0.0752698 0.0747907 0.0792321 0.0736432 0.0827485 0.0691997 0.0676773 0.0676085
threshold=0.10920500000000001 0.27287000000000006 -0.065819999999999976 0.084680000000000019 -0.092319999999999985 0.40124500000000002 0.060100000000000008 0.14285500000000004 0.25063000000000007 -0.04890499999999999 -0.0091949999999999983 0.11475 -0.14832499999999996 1.0000000180025095e-35 0.11658 -0.014034999999999997 -0.13027499999999997 1.0000000180025095e-35 0.084785000000000013 -1.0000000180025095e-35 0.030480000000000004 -0.080509999999999984 0.086095000000000019 0.11910500000000002 -0.0062949999999999994 -0.071704999999999977 -0.082484999999999989 0.012085000000000002 0.085900000000000018 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 -4 12 9 25 23 10 -6 16 22 -14 17 -16 -12 20 -19 -18 21 -11 -1 24 -3 -2 -27 -28 -25 -15
right_child=1 8 4 -5 6 -7 -8 -9 -10 14 11 -13 13 29 15 -17 19 18 -20 -21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=0.020775740274361201 0.0058956580050289632 0.011623014323413373 0.0032245174364146333 0.0048885120708380388 0.0037115823718583368 0.0059205663828179244 0.018902600991229215 0.0041981515405630629 -0.0022604893893003464 0.012974649529235487 0.0076793477883828542 0.0046041383323932273 0.0068017331826867485 0.01398450893545489 0.0035094588793581349 0.013386588069525633 0.018341689130577904 0.020067994255276229 0.01302074236406192 0.0111812786658993 0.01556506575326677 0.0067704252200201159 0.013748411861834703 0.0047872630358342695 0.0049470812128856777 0.017737259313192529 0.013231388847711252 0.008441279195249082 -0.0013848581584170461 0.012152115628603053
leaf_weight=35 20 32 23 82 30 25 24 27 24 39 35 27 33 1668 25 22 26 33 146 40 27 53 27 159 40 24 76 50 20 229
leaf_count=35 20 32 23 82 30 25 24 27 24 39 35 27 33 1668 25 22 26 33 146 40 27 53 27 159 40 24 76 50 20 229
internal_value=0 0.00674099 0.0131542 0.00890848 0.0112491 0.0136737 0.0115993 0.0105818 0.00454198 0.0112509 0.00904159 0.0102908 0.013771 0.0136443 0.0122626 0.0081328 0.011811 0.012914 0.01432 0.014002 0.0107992 0.00940048 0.0177155 0.00519242 0.00791416 0.0115956 0.0123556 0.0113306 0.00409764 0.0137633
internal_weight=0 554 2567 279 550 2017 527 197 275 503 158 128 1992 1930 345 47 101 298 179 66 119 92 62 251 72 170 150 126 179 1897
internal_count=3121 554 2567 279 550 2017 527 197 275 503 158 128 1992 1930 345 47 101 298 179 66 119 92 62 251 72 170 150 126 179 1897
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 457 52 4 0 11 49 4 15 0 4 51 2 1 124 474 1 4 43 50 15
split_gain=20.926 3.31513 1.78746 1.63092 1.35031 1.09118 0.836925 0.809112 0.801165 0.645259 0.502735 0.499758 0.461137 0.43722 0.391351 0.383892 0.362967 0.339372 0.324718 0.314454 0.301373 0.24882 0.247736 0.246056 0.233616 0.33963 0.228379 0.209524 0.189585 0.17993
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.042705000000000007 0.077845000000000011 0.29113500000000009 1.0000000180025095e-35 0.27044500000000005 -0.079119999999999982 1.0000000180025095e-35 -0.054984999999999992 -0.49013999999999996 0.050935000000000008 -0.11173999999999999 -0.15464999999999998 -0.09193999999999998 0.31358000000000003 0.12408500000000001 -0.082135 0.090685000000000016 0.080270000000000022 -0.0019149999999999998 -0.080084999999999976 0.083640000000000006 -0.14809499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 23 -8 10 -4 13 12 -10 14 18 -2 28 24 20 -9 -1 -6 -21 -3 25 -18 -22 -11 -15 -13
right_child=1 4 9 -5 21 -7 7 19 11 27 -12 29 -14 16 -16 -17 17 -19 -20 22 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010238734369768816 0.00059090877382143479 0.00041224857528107493 0.00088724044597699857 0.00047812757763166387 0.00026058165446590223 0.00061150896066215397 0.00073508740055794808 0.00069500285109468541 0.00079326186430654178 0.00060245924926821616 0.00062251293555208164 0.0010870801847355038 0.00051610810734932196 0.00094650045313065319 0.0010928750331937887 0.00086762899805144559 0.00080722466953718388 0.0009018348205894072 0.00094819399217239693 0.00048318476251083215 0.00065286983777810854 3.9437953071613284e-05 0.00032194638382474899 0.00021088002478758999 0.00091218188135332656 0.00057316890327272071 0.00091293325026830044 0.00036566248309670711 0.0011502678626948268 0.00088207497046060668
leaf_weight=20 23 43 28 84 71 48 53 20 159 51 21 20 27 107 68 119 116 333 1183 124 37 27 52 51 52 30 20 20 21 93
leaf_count=20 23 43 28 84 71 48 53 20 159 51 21 20 27 107 68 119 116 333 1183 124 37 27 52 51 52 30 20 20 21 93
internal_value=0 0.000501597 0.000893266 0.000694697 0.000402638 0.000904116 0.000460634 0.000520144 0.000910204 0.000635166 0.000924304 0.000815512 0.00075303 0.000927494 0.000947983 0.000822808 0.000886204 0.000863611 0.000940163 0.000462021 0.000816783 0.000199654 0.000435546 0.000302995 0.000799326 0.000759131 0.00074412 0.000535756 0.000979931 0.000918359
internal_weight=0 667 2454 226 441 2355 343 249 2307 99 2008 299 186 1987 1328 142 659 531 1260 196 77 98 176 94 198 146 57 71 128 113
internal_count=3121 667 2454 226 441 2355 343 249 2307 99 2008 299 186 1987 1328 142 659 531 1260 196 77 98 176 94 198 146 57 71 128 113
is_linear=0
shrinkage=0.00196078


Tree=4641
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 16 1 2 2 13 2 132 2 12 1 52 4 40 43 3 475 52 16 42
split_gain=56.2165 8.95474 4.83456 4.38744 3.40521 2.77864 1.91254 2.22282 1.70254 1.55201 1.30655 1.16585 0.882633 0.879827 0.854365 0.743575 0.695325 0.645756 0.604987 0.540358 0.50248 0.476101 0.465817 0.421666 0.343489 0.341432 0.333287 0.437893 0.445407 0.3196
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.11704500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088890000000000011 0.17760500000000004 0.090545000000000014 0.12000500000000001 -0.56176499999999996 -0.51253999999999988 -0.063404999999999989 -0.00045499999999999995 0.12745000000000004 -0.082014999999999991 0.039215000000000007 0.19444000000000003 -0.015274999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 20 -8 12 -4 11 -7 19 16 -2 23 -14 18 -6 22 -3 -13 -1 -9 -5 -17 -23 -28 -29 -21
right_child=1 4 9 24 17 10 7 15 -10 -11 -12 21 13 -15 -16 25 -18 -19 -20 29 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.001794596151366176 0.0013706872411544052 0.00069287421197450458 0.001338557416042517 0.00059898951474358052 0.00036459397857618078 0.00088015918419057245 0.0011572998396079275 0.00077235357157340117 0.0017630071278327019 0.00082154756959746864 0.0010015474020631291 0.0015771199643580321 0.0011045751028827258 0.0010005678100239895 0.00093346656756658172 0.00075607271579032555 0.0014292484698259793 0.00058405614550918565 9.8198086861133643e-06 0.0014802709578668478 0.00037939977113863612 0.0015459452229951828 0.001499753398893971 0.00051993227810799309 0.00085235881920465648 0.00102374733475243 0.0012619532722136805 0.0014412473109613588 0.0011351591252646194 0.0013650855352553511
leaf_weight=21 122 28 34 36 42 20 53 38 76 65 48 37 28 23 20 53 269 23 33 174 66 29 1085 77 48 28 185 141 21 198
leaf_count=21 122 28 34 36 42 20 53 38 76 65 48 37 28 23 20 53 269 23 33 174 66 29 1085 77 48 28 185 141 21 198
internal_value=0 0.000781618 0.00142358 0.00109898 0.000618977 0.00144142 0.000711075 0.000801036 0.00147554 0.000999107 0.00130848 0.0013425 0.00146339 0.00137003 0.00130911 0.000704699 0.00139864 0.000296636 0.000208493 0.00148361 0.000472775 0.00136489 0.00150535 0.000603341 0.000743772 0.000848602 0.00134401 0.00132713 0.00140157 0.00141896
internal_weight=0 667 2454 226 441 2355 343 249 1874 99 481 433 1798 320 142 196 297 98 75 1478 94 413 1106 115 84 81 376 347 162 372
internal_count=3121 667 2454 226 441 2355 343 249 1874 99 481 433 1798 320 142 196 297 98 75 1478 94 413 1106 115 84 81 376 347 162 372
is_linear=0
shrinkage=0.00196078


Tree=4642
num_leaves=31
num_cat=0
split_feature=1 3 3 39 2 4 13 1375 42 43 129 13 151 0 12 15 151 3 16 157 49 0 2 48 52 3 12 0 47 1211
split_gain=1.94464 0.270685 0.259462 0.25017 0.19096 0.147596 0.14326 0.140386 0.138614 0.127365 0.1229 0.104093 0.107456 0.0936377 0.142861 0.0921293 0.0889662 0.0896017 0.174438 0.0926142 0.0871065 0.0856818 0.0871553 0.0839103 0.0792546 0.0773008 0.0718444 0.180422 0.0687869 0.0673265
threshold=0.10920500000000001 0.31534000000000006 -0.065819999999999976 0.087735000000000021 0.10981000000000002 0.36766000000000004 -0.47860499999999995 -0.22860499999999997 -0.019989999999999997 -0.04890499999999999 0.08326500000000002 -0.11122999999999998 -0.065174999999999983 -0.14832499999999996 1.0000000180025095e-35 -0.091184999999999988 -0.090369999999999992 0.11296500000000002 0.066275000000000014 -0.0045449999999999996 0.11475 -0.033209999999999996 0.085730000000000015 0.091150000000000023 -0.057699999999999994 0.51139500000000016 0.087695000000000009 -0.11173999999999999 0.091680000000000011 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 15 13 25 -4 -6 10 20 -10 -13 -1 -15 -2 -11 19 -19 -18 23 22 -21 -9 -14 -3 27 -16 -17 -29
right_child=1 6 7 -5 8 -7 -8 9 11 16 -12 12 24 14 26 28 17 18 -20 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.017879448417619234 0.0078115379743394445 0.0016093922691652553 0.0034820963695113153 0.0046279764049272183 -0.00043512050528079268 0.0068683509538271306 -0.0033529043862169298 0.010954194052733089 0.0047973624885275547 0.018743988173082472 0.01684964721091092 0.0048141951043227764 0.016913490958298402 0.007197476214458866 0.0067972162945403002 0.016803258416336536 0.01630436934908663 0.0033450900375360756 0.015572872180491687 0.016831173403405172 0.0033641338641582814 0.0069397625214021128 0.011735576166416781 0.0041004558136178695 0.009986989504112951 0.0089502095561608888 0.013553903935552209 0.01492063370581722 0.011470221077986793 0.019762385844563444
leaf_weight=62 32 32 21 157 20 29 33 95 53 24 20 27 24 31 27 46 69 28 20 43 27 28 153 22 53 26 1165 673 51 30
leaf_count=62 32 32 21 157 20 29 33 95 53 24 20 27 24 31 27 46 69 28 20 43 27 28 153 22 53 26 1165 673 51 30
internal_value=0 0.00689319 0.013426 0.00787315 0.00953816 0.013951 0.00190725 0.0115007 0.00740551 0.011819 0.00950416 0.00840432 0.0102425 0.0140543 0.0139312 0.0124643 0.0128591 0.0124449 0.00844 0.013101 0.00848396 0.0121143 0.0128535 0.00966546 0.0121459 0.0049001 0.0140413 0.0148192 0.0139993 0.0151273
internal_weight=0 554 2567 463 306 2017 91 550 177 529 164 157 104 1988 1926 129 365 341 48 293 144 224 196 117 77 58 1895 730 97 703
internal_count=3121 554 2567 463 306 2017 91 550 177 529 164 157 104 1988 1926 129 365 341 48 293 144 224 196 117 77 58 1895 730 97 703
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 159 2 2 2 4 1 2 16 2 47 12 475 131 2 4 15 0 4 1 14 0 3
split_gain=50.8995 7.65814 5.19769 4.20318 3.08271 2.75572 1.53682 1.37907 1.32818 1.13515 1.12693 0.886052 1.00798 0.859777 0.793535 0.782693 0.56059 0.4908 0.463318 0.332406 0.321657 0.421107 0.306945 0.321184 0.520383 0.362497 0.295007 0.272514 0.267838 0.267724
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 0.11474000000000002 0.14122000000000004 0.14285500000000004 0.40945500000000007 0.089625000000000024 0.090425000000000019 -0.52595999999999987 -0.0091949999999999983 0.090100000000000013 0.087695000000000009 -0.082014999999999991 0.086835000000000009 0.31358000000000003 -0.50940999999999981 -0.15914499999999995 -0.11173999999999999 0.024790000000000003 0.11829500000000003 -0.23083499999999998 -0.15350499999999997 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 13 -5 -4 26 15 12 29 18 16 -7 -15 27 22 -17 21 -13 -1 -24 25 -25 -6 -3 -29 -10
right_child=1 2 8 7 9 10 -8 -9 11 -11 -12 20 -14 14 -16 19 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0013776445200782705 0.0010572331667368449 0.00054829893948876696 0.0006034308173560269 0.00098829812597431852 0.0010210224146956959 0.00059744651849363362 0.0013874229743415479 0.00050094416924101911 0.00029110578619235872 0.00046074068800734929 0.0006359878366270571 2.3020213733619853e-05 0.00011939144750020945 0.00074515595417017175 0.00067544063049204206 0.0011536919460317407 0.001063862901606989 0.00063975330926942741 0.0010848529400434999 0.00097508290768562225 0.00021022198897738294 -0.00030418629123482344 0.0013761332476128906 0.00082289685184756909 0.0011557819908497267 0.0011313939655095489 0.00074423991581972914 0.00049808274307588235 0.0003033220603472892 0.00058599400073995134
leaf_weight=23 72 31 26 34 57 20 76 65 20 24 41 62 95 23 25 45 274 33 677 365 22 20 23 32 704 27 20 35 121 29
leaf_count=23 72 31 26 34 57 20 76 65 20 24 41 62 95 23 25 45 274 33 677 365 22 20 23 32 704 27 20 35 121 29
internal_value=0 0.000453255 0.000380169 0.0010641 0.000549485 0.00108074 0.00111428 0.000668318 0.000181809 0.000833078 0.000946594 0.000137607 0.000237209 0.0011028 0.00101094 0.00097621 0.00103918 0.000419291 0.0011227 0.000994686 -3.03739e-07 -5.67863e-05 0.00115437 0.00114784 0.00114096 0.000964073 0.000949131 0.000380386 0.000347018 0.000465631
internal_weight=0 667 595 2454 321 2355 1884 99 274 101 471 248 144 1808 322 430 297 220 1486 410 104 82 809 786 763 59 77 187 156 49
internal_count=3121 667 595 2454 321 2355 1884 99 274 101 471 248 144 1808 322 430 297 220 1486 410 104 82 809 786 763 59 77 187 156 49
is_linear=0
shrinkage=0.00196078


Tree=4644
num_leaves=31
num_cat=0
split_feature=1 52 2 52 4 2 15 157 132 15 48 14 124 52 1 2 150 3 1 1 151 11 52 16 0 16 16 484 0 3
split_gain=1.8494 0.421501 0.243382 0.173604 0.169979 0.163206 0.122787 0.153288 0.118404 0.135438 0.204641 0.108809 0.124331 0.105063 0.160803 0.112262 0.1019 0.0998799 0.117348 0.0964274 0.0938789 0.090481 0.102221 0.085916 0.0858585 0.0848905 0.148287 0.146221 0.112368 0.0800146
threshold=0.10312500000000001 -0.42635499999999998 0.14753000000000002 0.12492500000000002 0.40124500000000002 0.090425000000000019 -0.24436499999999997 -0.07797999999999998 0.08764000000000001 -0.41396999999999995 0.085790000000000019 -0.47013499999999991 -0.082135 -0.56368999999999991 0.089770000000000016 0.14122000000000004 0.083340000000000011 0.31299000000000005 0.10587000000000001 1.0000000180025095e-35 -0.030624999999999996 1.0000000180025095e-35 -0.0080349999999999987 -0.007794999999999999 -0.062294999999999996 0.0057500000000000008 0.066275000000000014 -1.0000000180025095e-35 -0.067624999999999977 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 21 11 -8 9 -4 -11 -3 -13 -7 15 19 -16 18 -9 -15 -20 25 -23 -22 -5 28 27 -27 29 -1
right_child=1 2 8 24 -6 13 7 17 -10 10 -12 12 -14 14 16 -17 -18 -19 20 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014110731267320745 0.013877189580816776 0.0099122509027698216 0.0061051024167143092 0.013470583710198601 0.0042591110861394553 0.017769789704752546 -0.00072925853746710347 0.0035552915326799404 0.0077796870942360586 -0.010337903031835422 0.0020835757061528665 -0.0042132672011211984 0.0043521683838801577 0.012290461574384147 0.010147156174634658 0.007208756745861071 0.0029838699012480936 0.0032816521111218369 0.0073315762414131319 0.016967899550465831 0.014389458955570934 0.022089501841131738 0.014165404550276879 0.009059927317430265 0.0065907412638457931 0.013406058922410011 0.013811052259418886 0.0034508902786506549 0.0072225370816886431 0.0081550661201143394
leaf_weight=1175 85 28 27 60 22 31 20 33 28 21 36 20 111 708 63 41 29 34 80 47 61 27 41 60 26 25 98 36 25 23
leaf_count=1175 85 28 27 60 22 31 20 33 28 21 36 20 111 708 63 41 29 34 80 47 61 27 41 60 26 25 98 36 25 23
internal_value=0 0.00725795 0.00638564 0.00727609 0.0130085 0.0130898 0.00648448 0.00771595 0.00214805 0.00027084 -0.00249276 0.00425389 0.00304447 0.0120472 0.0118474 0.0123049 0.00788916 0.00834619 0.00908207 0.0125816 0.00998945 0.0137506 0.0173117 0.0117467 0.0113906 0.0135753 0.0114017 0.00753088 0.0138579 0.0139964
internal_weight=0 730 645 533 2391 2369 447 288 112 84 57 159 131 919 888 796 92 268 234 755 201 1450 68 121 86 1382 159 61 1223 1198
internal_count=3121 730 645 533 2391 2369 447 288 112 84 57 159 131 919 888 796 92 268 234 755 201 1450 68 121 86 1382 159 61 1223 1198
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=31
num_cat=0
split_feature=1 2 30 3 155 2 0 1375 49 4 15 0 15 1 0 2 2 12 4 43 4 43 13 394 11 3 41 133 4 2
split_gain=1.5016 0.235178 0.201357 0.181889 0.162918 0.112805 0.133987 0.105509 0.0984041 0.0965813 0.132645 0.121652 0.109184 0.177506 0.0949793 0.0914853 0.148859 0.131871 0.255846 0.0975484 0.0761112 0.13072 0.13383 0.151337 0.105471 0.134538 0.31493 0.087058 0.0952555 0.150901
threshold=0.10752500000000002 0.13622000000000004 0.087020000000000014 -0.072624999999999981 0.10158500000000002 0.10981000000000002 0.024095000000000002 -0.092319999999999985 0.15021500000000002 -0.15764999999999998 -0.089964999999999976 -0.10474999999999998 -0.41942499999999994 0.13968000000000003 0.22582000000000002 0.073895000000000002 0.085730000000000015 0.090840000000000018 -0.016959999999999999 -0.04890499999999999 -0.51253999999999988 -0.53814999999999991 0.0015850000000000003 -0.080844999999999986 0.081005000000000008 -0.10115999999999999 0.075585000000000013 0.092265000000000014 -0.080924999999999983 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 14 5 6 -2 -5 15 -3 11 -11 -13 -14 20 17 -17 18 -9 -20 -1 -22 24 -24 25 26 -23 -27 29 -29
right_child=1 9 -4 7 -6 -7 -8 8 -10 10 -12 12 13 -15 -16 16 -18 -19 19 -21 21 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.017397629186786986 0.010545999018884485 0.0091046283317899167 0.0015678309377242976 0.0031293909464563639 0.015587488646377568 0.0055520163077231611 0.0033922859642188997 -0.0035427089526572013 0.0045437623621962433 0.0091615373482151589 -0.003199933863849052 0.0052308593085035682 0.0044615059540691702 -0.0083919300919487374 0.0055176239079711116 0.01719473557497718 0.010676950359923972 0.012811753733290566 0.0043182866721326726 0.013607679777599586 0.020090005705133081 -0.00071704871236131747 0.0017129734065383672 0.010686207662309663 0.017871659051846057 0.012865184649848486 0.013644117139581894 0.018391213277116038 0.0098695224388022276 0.010016826942107098
leaf_weight=27 144 22 54 21 27 156 32 22 28 30 37 45 22 21 22 38 450 36 20 26 20 26 20 312 34 1082 37 39 223 48
leaf_count=27 144 22 54 21 27 156 32 22 28 30 37 45 22 21 22 38 450 36 20 26 20 26 20 312 34 1082 37 39 223 48
internal_value=0 0.00595403 0.00726106 0.0115562 0.00811742 0.00750991 0.00924532 0.0101005 0.0103366 0.0029043 0.00202426 0.00366235 0.00178763 -0.00181575 0.0120498 0.0106106 0.0111845 0.00791778 0.00532685 0.00956881 0.0121268 0.0120495 0.0119612 0.0101457 0.012366 0.0122373 0.00771729 0.0124419 0.0109644 0.0137709
internal_weight=0 590 413 2531 359 332 176 641 620 177 155 118 88 43 1890 592 488 104 68 46 1868 1841 1821 332 1489 1455 63 1392 310 87
internal_count=3121 590 413 2531 359 332 176 641 620 177 155 118 88 43 1890 592 488 104 68 46 1868 1841 1821 332 1489 1455 63 1392 310 87
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 1 2 2 14 1 14 0 1 4 0 147 47 0 4 12 4 1 16 51 13 1429 50 1 51 43
split_gain=32.6846 4.11802 3.5355 2.45916 2.37022 1.66738 1.41283 1.13497 1.11073 1.05441 1.00795 1.47923 1.03723 0.757117 0.555469 0.490814 0.489451 0.49186 0.478095 0.722635 0.651612 0.429627 0.39281 0.39107 0.375303 0.3318 0.295185 0.381435 0.280288 0.257523
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.36766000000000004 0.12958500000000003 0.14122000000000004 0.14285500000000004 -0.10708499999999999 0.084785000000000013 0.076175000000000007 -0.13455999999999999 0.085605000000000014 0.0082450000000000006 -0.079119999999999982 0.088610000000000008 0.10372500000000003 -0.062294999999999996 -0.49405499999999997 0.08401500000000002 -0.17966999999999997 0.16175000000000003 -0.10850999999999998 0.086685000000000012 -0.00096999999999999983 -0.015219999999999999 0.083640000000000006 0.083835000000000007 0.11548000000000001 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 6 15 8 16 -1 -4 11 12 -10 14 28 -3 24 -18 26 20 -20 -7 -15 -14 -5 -2 27 -16 -13 -11
right_child=1 5 9 7 -6 21 -8 -9 10 29 -12 13 23 22 18 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001524835176126146 0.0012217349440868739 0.00065014137227183101 0.0010921791669401952 0.00056612264172132133 0.00068290154220361856 0.00033935076278250186 0.00077632091768417327 0.00035985772735347931 0.001135197796002351 0.00072165190435919638 0.0013508422210893533 0.0011887505229695413 0.00058760499770947312 0.0011240762294680638 0.0009944823182498415 0.00032227902221436898 0.0010387055288705574 0.00063900506963916845 0.0010930516048059031 0.0011071968393619447 0.00063574109562471799 5.8851222635484209e-05 0.00097805354464762409 0.0009127254735897569 0.00081556952661938139 0.00094946251715655715 0.0014288799797230853 0.0012473316623754229 0.0010500833317860293 0.0004699017280577069
leaf_weight=29 22 107 29 78 45 131 41 45 41 61 83 1118 33 135 32 21 29 20 23 480 25 25 149 25 33 79 21 81 59 21
leaf_count=29 22 107 29 78 45 131 41 45 41 61 83 1118 33 135 32 21 29 20 23 480 25 25 149 25 33 79 21 81 59 21
internal_value=0 0.00060053 0.00111301 0.000758344 0.0011287 0.00043049 0.00113715 0.000634964 0.00114349 0.000770828 0.00113869 0.00113077 0.000896487 0.00114169 0.00115624 0.000596351 0.000712337 0.000875562 0.0011108 0.00108426 0.000854869 0.000294399 0.00104747 0.000727743 0.000640283 0.00100877 0.0012154 0.00117573 0.0011818 0.000657179
internal_weight=0 590 2531 306 2420 284 2375 205 2334 111 2305 2222 99 2123 1839 128 160 49 662 528 48 156 284 58 111 101 134 113 1177 82
internal_count=3121 590 2531 306 2420 284 2375 205 2334 111 2305 2222 99 2123 1839 128 160 49 662 528 48 156 284 58 111 101 134 113 1177 82
is_linear=0
shrinkage=0.00196078


Tree=4647
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 14 1 2 49 1 52 4 50 1 51 48 12 124 2 1 1 1 14 12 43 51
split_gain=27.2577 4.09965 2.3791 1.99099 1.3029 1.28423 1.10026 0.831217 0.87358 0.783221 0.691948 0.619124 0.437655 0.3654 0.3403 0.315195 0.314212 0.288342 0.507081 0.482063 0.273376 0.261147 0.258699 0.258607 0.252851 0.242932 0.225592 0.220342 0.208327 0.173902
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.40124500000000002 0.13712500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.089885000000000007 -0.054984999999999992 0.086920000000000011 -0.56176499999999996 -0.15464999999999998 0.041865000000000006 0.089770000000000016 -0.092264999999999986 0.090225000000000014 0.082480000000000012 -0.081214999999999982 0.31358000000000003 0.13075500000000004 0.13436000000000001 0.12958500000000003 0.096015000000000017 0.096990000000000007 -0.080084999999999976 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 21 25 11 -4 13 -2 29 -13 -10 22 27 -19 -20 -15 -3 -6 -5 -17 -9 -11 -16 -12 -1
right_child=1 4 10 23 16 -7 -8 8 15 26 28 14 -14 20 17 24 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010447652063052134 0.00063736658656091539 0.00042408195205941121 0.00093897010724083721 0.00057294750805286798 0.00023676718924279077 0.00056304622626847866 0.00069618938917361754 0.00086160454184117943 0.00070777870641619556 0.001247309164118054 0.00064150392350349359 0.0011151174450164561 0.00093282919360515332 0.00083817758887201339 0.00097753663614896075 0.00047965313249480519 0.00041974404003417145 0.0010728486473598176 0.00050350714535257908 0.0009007544189788936 0.00098917425529755024 0.00021733613830768152 -1.0102065577775885e-05 0.00033211873595456721 0.00027342718375269147 0.000587738452698378 0.0010229050467898643 0.00090672756208294277 0.0004053846390589195 0.00089050200720587798
leaf_weight=901 23 46 28 60 51 27 47 33 20 61 51 46 119 53 486 149 23 21 23 24 354 48 24 24 27 20 24 259 20 29
leaf_count=901 23 46 28 60 51 27 47 33 20 61 51 46 119 53 486 149 23 21 23 24 354 48 24 24 27 20 24 259 20 29
internal_value=0 0.000528688 0.000975702 0.000743424 0.000418641 0.00098822 0.000993151 0.000475609 0.000534916 0.00099927 0.000677935 0.000992121 0.000884973 0.00101851 0.000951047 0.000474523 0.000219253 0.000941764 0.000819538 0.000706357 0.000969511 0.00031851 0.000157769 0.000504139 0.000448016 0.000758259 0.00118395 0.00095292 0.000574991 0.00103995
internal_weight=0 667 2454 226 441 2355 2328 343 249 2281 99 2196 142 1337 859 196 98 813 68 47 407 94 75 84 176 53 85 745 71 930
internal_count=3121 667 2454 226 441 2355 2328 343 249 2281 99 2196 142 1337 859 196 98 813 68 47 407 94 75 84 176 53 85 745 71 930
is_linear=0
shrinkage=0.00196078


Tree=4648
num_leaves=31
num_cat=0
split_feature=1 1 16 2 3 124 45 4 2 10 10 12 34 123 13 4 3 0 42 43 0 1447 1212 130 481 131 0 11 4 3
split_gain=1.57378 0.294872 0.181268 0.164574 0.222061 0.162875 0.126636 0.136441 0.122949 0.118732 0.137163 0.137977 0.117226 0.126148 0.106671 0.0980835 0.147933 0.105002 0.09795 0.147983 0.0855871 0.110748 0.0890926 0.121424 0.103343 0.0801871 0.0919704 0.0764974 0.101156 0.115589
threshold=0.10538500000000002 0.12337000000000002 0.5136400000000001 1.0000000180025095e-35 -0.014944999999999998 -0.076779999999999987 0.084355000000000013 0.40124500000000002 0.14122000000000004 -0.005834999999999999 -0.15926999999999997 -1.0000000180025095e-35 -0.038779999999999995 0.12294500000000001 -0.28558999999999996 -0.082249999999999976 0.092670000000000016 -0.043914999999999989 -0.0060199999999999993 -0.080324999999999994 -0.087319999999999995 -0.085804999999999979 0.090465000000000018 -1.0000000180025095e-35 -0.081539999999999987 0.09031500000000002 -0.033209999999999996 0.086080000000000018 -0.49405499999999997 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 25 18 7 8 15 10 11 -3 -11 14 -14 20 17 -17 -1 -20 -7 -22 24 -24 -23 26 -2 28 29 -26
right_child=1 9 -4 -5 -6 6 -8 -9 -10 12 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.012040250553982333 0.017183325548661699 0.009641640651971102 0.014206339930609355 0.005748558259508034 0.0015043930353029916 0.01578604667613815 0.02003724779933691 0.0046980680618435152 0.0066985511243706809 -0.0019318974510367428 -0.0065413390845060343 -0.0013169703435980612 0.0030531190987676381 -0.0014337572770836277 0.0083067111627986804 0.012055886434190531 0.0057275146466847036 0.004937483911358175 0.0091845687372948646 -0.00071356853207006415 0.0056255258597610967 0.018750364599483357 0.014526742441510712 0.0056012442169178812 0.022261290282011032 0.0086859606307100601 0.0091096704130038796 0.0083944696671096608 0.01261714629881556 0.01410564271275673
leaf_weight=40 43 20 46 203 23 112 20 25 41 21 20 27 55 21 130 1565 39 21 44 23 21 35 27 35 25 37 21 32 292 57
leaf_count=40 43 20 46 203 23 112 20 25 41 21 20 27 55 21 130 1565 39 21 44 23 21 35 27 35 25 37 21 32 292 57
internal_value=0 0.00646204 0.00832873 0.00750191 0.0103723 0.01194 0.012114 0.0120459 0.0121257 0.00409375 0.000394744 0.00334627 0.00518553 0.00591109 0.00674483 0.0122241 0.011812 0.0119616 0.00812448 0.0057867 0.0132769 0.0127405 0.0130376 0.00948815 0.0135366 0.0123917 0.0145342 0.0130872 0.0134887 0.0165921
internal_weight=0 667 373 327 124 2454 2347 2327 2302 294 67 47 227 206 185 2261 1625 1586 107 67 636 524 503 62 441 101 64 406 374 82
internal_count=3121 667 373 327 124 2454 2347 2327 2302 294 67 47 227 206 185 2261 1625 1586 107 67 636 524 503 62 441 101 64 406 374 82
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 14 2 2 2 4 49 2 4 43 13 14 14 42 1 1 1 124 49 4 1 47
split_gain=39.7484 6.12683 3.36255 3.01489 2.13786 1.95515 1.79218 1.59377 1.54225 1.22244 1.20695 1.00608 0.63044 0.602481 0.588914 0.553531 0.436349 0.579014 0.433966 0.418618 0.396513 0.496332 0.367319 0.351674 0.341739 0.333004 0.327973 0.322214 0.263524 0.259349
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.10613000000000002 0.090425000000000019 0.094835000000000017 -0.15289999999999995 -0.054984999999999992 0.31358000000000003 -0.013514999999999998 0.05259500000000001 -0.078279999999999975 0.097795000000000007 -0.46413499999999996 0.096450000000000022 0.086920000000000011 0.13075500000000004 0.086920000000000011 -0.081214999999999982 0.088340000000000016 0.0067750000000000006 0.12958500000000003 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 14 7 6 9 25 12 11 28 24 -1 -12 -2 -6 17 -13 -18 -11 -15 -22 -20 -5 -4 -3 -14 -26 -9 -16
right_child=1 4 5 23 15 -7 -8 10 -10 19 13 16 26 20 29 -17 18 -19 22 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0013723915473727978 0.00082786906445486263 0.00052634788135611291 0.001293153788900028 0.00072669670911006676 0.00038697534047517606 0.00072161260410538079 0.00082066316461292465 0.0010772398333781825 0.00072325535172077546 0.0015522616062033131 0.00095476614713084463 0.0012632501148298662 0.00082373220190875879 0.00085276598275146063 0.0012540405095719238 6.424415029433861e-05 0.001224485231147093 0.001093963092156485 0.0011085558597461072 0.0012290059475629936 0.00060458663627137104 0.00027153128849378988 0.00085588166238192249 0.00044585707790699175 0.0012432614116072104 0.0002928844309245309 0.001139734958817645 0.0010556555879871229 0.00079200262002939099 0.0010701783428870861
leaf_weight=26 23 46 963 60 84 28 38 33 71 67 20 348 23 20 65 27 125 100 192 20 123 20 25 24 361 48 28 39 20 54
leaf_count=26 23 46 963 60 84 28 38 33 71 67 20 348 23 20 65 27 125 100 192 20 123 20 25 24 361 48 28 39 20 54
internal_value=0 0.000678397 0.0012182 0.00094091 0.000543867 0.00123659 0.00124292 0.000623045 0.000931701 0.00125008 0.000709044 0.00124087 0.0011239 0.000633582 0.00111509 0.000308473 0.0011852 0.00122546 0.00113246 0.00147795 0.000594172 0.000558005 0.00107945 0.000646457 0.00127314 0.000407133 0.000997224 0.00122497 0.000969603 0.00117061
internal_weight=0 667 2454 226 441 2306 2278 330 148 2240 236 2153 77 183 142 111 790 448 342 87 163 143 217 84 1363 94 51 400 53 119
internal_count=3121 667 2454 226 441 2306 2278 330 148 2240 236 2153 77 183 142 111 790 448 342 87 163 143 217 84 1363 94 51 400 53 119
is_linear=0
shrinkage=0.00196078


Tree=4650
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 1 2 2 14 49 1 1 4 1 4 43 12 124 1 4 1 12 1 15 0 52 4
split_gain=35.4241 5.2747 3.2513 2.261 2.03297 1.82093 1.31554 1.22991 1.10867 1.02501 1.02131 0.781012 0.563716 0.531012 0.432798 0.42697 0.518102 0.394014 0.343737 0.329901 0.296323 0.294655 0.290396 0.28437 0.27927 0.251349 0.243336 0.451079 0.25572 0.265982
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.089885000000000007 0.062655000000000016 -0.054984999999999992 0.091195000000000012 0.16175000000000003 -0.013514999999999998 0.086455000000000018 -0.15289999999999995 0.05259500000000001 0.091715000000000005 -0.081214999999999982 0.12958500000000003 0.04735000000000001 0.13075500000000004 0.092355000000000007 0.12408500000000001 -0.15914499999999995 -0.13455999999999999 0.40674500000000008 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 10 20 -4 21 11 13 -2 26 -6 18 19 -11 -12 22 -3 -9 -17 -5 -20 -19 -1 -28 29 -29
right_child=1 4 8 23 14 -7 -8 9 -10 17 15 -13 -14 -15 -16 16 -18 25 24 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.001431011611006173 0.00080577660159851777 0.00056754619078448656 0.0011407728318765227 0.00075310743687783972 0.00039714382557616383 0.0008386086127560987 0.00078590260664082579 0.0010742424076962032 0.00070380219192346649 0.00091050453630148198 0.0012431186904714765 0.0014832789743806326 0.0011411023629216387 0.0011647079788055436 8.4533549699128838e-05 0.0013064200711048149 0.00090180196418460838 0.00066425805681119034 0.00090759882447766325 0.0010950002352430657 0.00034731615672772137 0.00077262781268241357 0.001144046775419704 0.00050056753467062325 0.0011657097922299676 0.00048820451288796404 0.0010426238372561016 0.0014903496718449176 0.0010837577353721955 0.0012723908420148294
leaf_weight=35 23 46 34 60 90 48 26 33 65 20 385 59 119 220 21 74 35 121 20 189 48 20 99 24 83 42 34 22 27 999
leaf_count=35 23 46 34 60 90 48 26 33 65 20 385 59 119 220 21 74 35 121 20 189 48 20 99 24 83 42 34 22 27 999
internal_value=0 0.000692373 0.00120197 0.000935947 0.000567549 0.0012166 0.00122447 0.00064476 0.000853873 0.000720307 0.00122947 0.0012625 0.00108679 0.00125276 0.000338001 0.00117736 0.00112961 0.000650765 0.0012162 0.00115163 0.000455088 0.000960426 0.0012135 0.000680953 0.00111559 0.000618895 0.0012701 0.0012649 0.00127211 0.00127709
internal_weight=0 667 2454 226 441 2355 2307 330 99 236 2281 1396 142 1337 111 885 397 183 488 362 94 53 173 84 103 163 1117 1082 1048 1021
internal_count=3121 667 2454 226 441 2355 2307 330 99 236 2281 1396 142 1337 111 885 397 183 488 362 94 53 173 84 103 163 1117 1082 1048 1021
is_linear=0
shrinkage=0.00196078


Tree=4651
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 11 2 49 4 11 1 3 4 1 1 2 43 14 42 16 0 40 1 50 49
split_gain=44.2652 7.14459 3.80602 3.4397 2.37937 1.97138 1.68691 1.51581 1.36243 1.33752 1.29742 1.23917 0.63162 0.596531 0.587325 0.510311 0.429808 0.45956 0.4108 0.387903 0.381281 0.363909 0.334961 0.427473 0.334691 0.330072 0.329734 0.301952 0.289391 0.282881
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 1.0000000180025095e-35 0.089885000000000007 -0.054984999999999992 -0.062539999999999984 0.079300000000000009 0.16175000000000003 -0.11171999999999999 0.0052350000000000009 0.086920000000000011 0.13075500000000004 0.094835000000000017 -0.016814999999999997 -0.46166999999999997 0.095185000000000006 -0.12029499999999999 -0.23091999999999999 -0.077714999999999992 0.12958500000000003 0.041865000000000006 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 7 6 10 26 20 27 11 18 -2 -11 -12 28 21 -18 25 -5 -1 -13 -15 -24 -19 -4 -3 -9 -6 -22
right_child=1 4 5 19 15 -7 -8 9 -10 13 14 16 -14 22 -16 -17 17 24 -20 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001296503023774016 0.0008298406026501586 0.00050925354057434883 0.0015560178312600827 0.00071100333936853337 0.00025942407486620353 0.00072986943522045599 0.0008436685391500884 0.001069401747331829 0.00072669219199925029 0.00090329944024961474 0.0016563885417119611 0.0011901227656532737 0.0011847885119460042 0.00077275265201475786 0.0013678539054943067 -1.1072824139541047e-05 0.0012319218038487328 0.001217572781913732 0.0012312749826768399 0.00041605256238398355 0.00084361832871563086 0.00086730754480239417 0.00056692090149090455 0.00025672482874463585 0.0010641681061316769 0.0013013610900468858 0.00027651717040776819 0.00076407487632012834 0.00050766130398009334 0.0011370954038549205
leaf_weight=26 23 44 20 60 65 28 38 33 71 22 36 25 119 24 110 21 491 91 394 24 23 29 117 20 137 907 50 20 25 28
leaf_count=26 23 44 20 60 65 28 38 33 71 22 36 25 119 24 110 21 491 91 394 24 23 29 117 20 137 907 50 20 25 28
internal_value=0 0.000657767 0.00122742 0.000941246 0.000512493 0.00124698 0.00125334 0.000596023 0.000922609 0.000679893 0.00126029 0.00124783 0.0011273 0.000600453 0.001439 0.000264158 0.00118547 0.00119814 0.00128431 0.000626732 0.00110326 0.00101676 0.00055907 0.000521637 0.0011254 0.00130686 0.000385458 0.000954184 0.000328379 0.00100474
internal_weight=0 667 2454 226 441 2306 2278 330 148 236 2240 2094 142 183 146 111 773 719 1321 84 77 54 161 137 228 927 94 53 90 51
internal_count=3121 667 2454 226 441 2306 2278 330 148 236 2240 2094 142 183 146 111 773 719 1321 84 77 54 161 137 228 927 94 53 90 51
is_linear=0
shrinkage=0.00196078


Tree=4652
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 1 2 0 150 1 1 2 2 2 2 475 16 4 52 49 13 4 2 4 13 157 3
split_gain=71.2351 8.74215 6.94135 6.58608 5.02314 3.60032 2.72968 2.10904 1.90118 1.82991 2.07888 1.10225 1.00297 0.99355 0.81684 0.770455 0.759767 0.759091 0.539808 0.472721 0.449 0.413402 0.39514 0.381991 0.339551 0.31273 0.451586 0.30894 0.289938 0.471875
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.076175000000000007 0.09253500000000002 0.14122000000000004 -0.13027499999999997 1.0000000180025095e-35 0.15964000000000003 0.089625000000000024 0.14019000000000004 -0.0091949999999999983 0.090050000000000005 0.088850000000000012 -0.066784999999999983 0.052820000000000013 -0.51843499999999987 0.056145000000000007 -0.054319999999999993 -0.10278499999999999 -0.043364999999999994 0.14753000000000002 0.27834500000000006 -0.016469999999999995 -0.23223999999999997 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 12 24 13 -4 10 11 -6 21 17 19 -15 -17 -1 -12 -2 -19 25 -10 -20 -5 26 -3 -28 -25 -30
right_child=1 5 8 6 9 -7 -8 -9 22 -11 18 -13 -14 15 -16 16 -18 20 23 -21 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=0.001593378595448514 0.00071604767284703019 0.00064748354769127582 0.0013910531628159367 0.0016351559638531825 0.0012612575613984876 0.00097928554231975647 0.00076516758278676327 0.0018691470529215311 0.00096944900558275328 0.00093193177128453851 0.0015737856995000697 0.00070378859983939745 -4.3767731775783572e-06 0.0011256776117031871 0.00040369865732006803 0.0015030854323551447 0.0011932130110253512 0.0017904847071451297 0.0011191139165677277 0.00098737679331225257 0.0014912327592202651 0.00060723498022902979 0.00068831074534741164 0.0015853361877095787 0.0013560622261681796 0.00020159065039453234 0.00022352147780314627 0.00049762670608127823 0.0011665301845103751 0.0014103032800765745
leaf_weight=953 166 22 34 21 30 38 33 77 40 41 68 25 31 27 29 289 34 20 20 29 533 26 37 29 83 44 43 25 35 239
leaf_count=953 166 22 34 21 30 38 33 77 40 41 68 25 31 27 29 289 34 20 20 29 533 26 37 29 83 44 43 25 35 239
internal_value=0 0.000727761 0.00148434 0.000917859 0.00150633 0.000428087 0.00125651 0.00155117 0.00100488 0.00132835 0.00136479 0.00100786 0.000318425 0.00153797 0.000710737 0.00144387 0.00147047 0.00155984 0.001415 0.000756399 0.00150206 0.000380968 0.000834357 0.00138157 0.00141242 0.000337065 0.000403297 0.000324295 0.0013989 0.00137916
internal_weight=0 590 2531 361 2420 229 137 1933 111 487 446 55 191 1856 224 350 323 1506 391 195 553 160 77 323 104 134 90 68 303 274
internal_count=3121 590 2531 361 2420 229 137 1933 111 487 446 55 191 1856 224 350 323 1506 391 195 553 160 77 323 104 134 90 68 303 274
is_linear=0
shrinkage=0.00196078


Tree=4653
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 16 1 2 49 2 4 1 12 50 1 1 52 40 43 15 0 4 475 16
split_gain=43.02 6.86745 3.67599 3.3034 2.44268 2.32153 1.44995 1.45754 1.29346 1.21122 1.06971 0.80087 0.736222 0.707019 0.601551 0.514816 0.514412 0.507746 0.433016 0.402057 0.384147 0.375041 0.371316 0.348562 0.308963 0.300422 0.492177 0.328355 0.29051 0.364674
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.52595999999999987 0.089625000000000024 0.090425000000000019 -0.054984999999999992 -0.0091949999999999983 -0.15464999999999998 0.12408500000000001 0.08815000000000002 0.041865000000000006 0.13075500000000004 0.12958500000000003 -0.56176499999999996 -0.077714999999999992 -0.11720999999999999 -0.15914499999999995 -0.11173999999999999 0.0049200000000000008 -0.082014999999999991 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 23 21 12 -4 11 -7 18 15 -2 -14 -9 -18 24 -6 -5 -8 -13 -3 -1 -26 27 -27 -24 -30
right_child=1 4 9 20 19 10 7 16 -10 -11 -12 22 13 -15 -16 -17 17 -19 -20 -21 -22 -23 28 -25 25 26 -28 -29 29 -31
leaf_value=0.0013598827198973498 0.00072968998814330378 0.00041509183943802872 0.0010510484087109058 0.00061329499093832425 7.4737269181782509e-05 0.00065945696131344518 0.0009905251873014091 0.00079360640297333393 0.0014182339338787567 0.00059431562390526815 0.00071112138233875776 0.0012514759561205221 0.00081700478336644395 0.00075543074894185165 0.0010760860899111881 0.0011224230954801301 0.00052995669828099883 0.00029912433840915964 0.0011354216631431263 0.00037107865803677335 0.00031977542630378519 0.00065024636923244187 0.0012350784818164441 0.00017580314601461092 0.0014109756383630964 0.0008727893033643174 0.0012022217154671509 0.0011605458724053882 0.001088207929457994 0.00096075817564874775
leaf_weight=46 23 44 34 60 75 20 33 20 76 65 41 36 23 25 119 274 124 52 610 23 24 20 28 50 24 30 745 31 181 165
leaf_count=46 23 44 34 60 75 20 33 20 76 65 41 36 23 25 119 274 124 52 610 23 24 20 28 50 24 30 745 31 181 165
internal_value=0 0.000559726 0.00112131 0.000837652 0.000417297 0.00113687 0.000495299 0.000573628 0.00116765 0.000751173 0.00101374 0.00104259 0.00115711 0.00107211 0.00101998 0.00109877 0.000495618 0.000461756 0.00117553 0.000144287 0.000529432 0.000862118 0.00106128 0.000287811 0.00120346 0.00119479 0.00118836 0.00101903 0.00104298 0.00102743
internal_weight=0 667 2454 226 441 2355 343 249 1884 99 471 430 1808 322 142 297 196 176 1486 98 84 53 410 94 876 830 806 61 374 346
internal_count=3121 667 2454 226 441 2355 343 249 1884 99 471 430 1808 322 142 297 196 176 1486 98 84 53 410 94 876 830 806 61 374 346
is_linear=0
shrinkage=0.00196078


Tree=4654
num_leaves=31
num_cat=0
split_feature=1 1 12 39 2 47 14 4 4 1 12 2 14 0 4 1 4 0 4 1 12 15 2 2 0 16 14 147 4 0
split_gain=43.765 6.77901 4.6211 3.69216 2.05905 1.97483 1.4689 1.40638 1.339 1.32983 1.14244 0.955783 0.783721 1.1639 0.916712 0.836631 0.618956 0.554051 0.594935 0.544325 0.536115 0.46109 0.42806 0.620109 0.419716 0.404579 0.399299 0.378354 0.366427 0.356703
threshold=0.10538500000000002 0.12408500000000001 0.085055000000000006 0.056590000000000008 0.11362000000000001 0.12958500000000003 0.062655000000000016 0.27834500000000006 0.27834500000000006 0.09253500000000002 0.089410000000000003 0.17025000000000004 -1.0000000180025095e-35 -0.13455999999999999 0.022185000000000003 0.085110000000000005 0.40945500000000007 -0.079119999999999982 -0.49405499999999997 0.14089500000000002 0.13597000000000004 -0.028889999999999996 0.10855000000000002 -1.0000000180025095e-35 -0.14454499999999995 -0.10850999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.013514999999999998 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 6 11 8 28 12 21 -6 16 -1 15 17 -14 27 -15 -19 -7 -12 -5 23 -2 -25 -16 -24 -3 -4 -20
right_child=1 5 7 9 10 19 -8 -9 -10 -11 20 -13 13 14 25 -17 -18 18 29 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001616878594361792 0.00060727393000954721 0.00074411414970338308 0.0013214085747798284 0.0012430206034449074 0.00062143941720326748 0.0010129894558056247 0.0015429701070884519 0.00077496527681121974 0.00078737397932984027 0.00074768488354725292 0.0011830966914443074 0.00015660705874346724 0.0012861628521557281 0.0013281281062365493 0.0012349316750476563 0.0008892416037066059 0.00038058872877579422 0.0013794427711776053 0.0012481453315105312 0.00058620277207856078 0.00087975300848484037 0.0008875561308334856 0.00080808357463455665 0.0007768668362176886 0.0011614702393611272 0.001045632972093284 0.0005589682521557536 0.00042386371086574682 0.0011050044626117546 0.001106782798437066
leaf_weight=27 37 37 65 47 20 27 85 35 21 68 112 52 35 1188 105 49 130 116 375 20 28 20 32 24 20 74 109 23 56 84
leaf_count=27 37 37 65 47 20 27 85 35 21 68 112 52 35 1188 105 49 130 116 375 20 28 20 32 24 20 74 109 23 56 84
internal_value=0 0.000689657 0.0008625 0.00125608 0.00127443 0.000463585 0.00129033 0.00112113 0.00127998 0.000940857 0.0010598 0.000392154 0.00128502 0.0012806 0.00129037 0.00105463 0.000456619 0.00130395 0.00125398 0.000831378 0.00112243 0.00113691 0.000680764 0.000794362 0.000951687 0.00115667 0.000615505 0.000621351 0.00122125 0.00122228
internal_weight=0 667 378 2454 2319 289 2159 156 2074 135 160 242 2053 2026 1942 84 190 1763 575 47 140 67 222 81 44 179 141 60 121 459
internal_count=3121 667 378 2454 2319 289 2159 156 2074 135 160 242 2053 2026 1942 84 190 1763 575 47 140 67 222 81 44 179 141 60 121 459
is_linear=0
shrinkage=0.00196078


Tree=4655
num_leaves=31
num_cat=0
split_feature=1 1 16 124 2 2 3 10 10 1 12 15 41 15 0 12 13 15 3 4 150 13 13 15 42 43 15 42 43 1
split_gain=2.83712 0.487705 0.290221 0.262594 0.1884 0.17307 0.25837 0.1686 0.189352 0.148823 0.148806 0.138906 0.179947 0.14276 0.300015 0.190412 0.209983 0.151374 0.147619 0.153066 0.130734 0.129964 0.123358 0.117473 0.141563 0.113968 0.113665 0.111747 0.105957 0.104203
threshold=0.10538500000000002 0.12337000000000002 0.40020000000000006 -0.076779999999999987 0.13404500000000005 1.0000000180025095e-35 -0.022174999999999997 -0.062879999999999978 -0.38124499999999995 0.092845000000000025 -0.042789999999999988 0.040760000000000005 0.075585000000000013 -0.11033999999999998 -0.10836499999999999 0.091625000000000012 0.0015850000000000003 -0.008624999999999999 -0.15713499999999997 -0.055319999999999994 0.081835000000000019 -0.15078499999999997 0.05868000000000001 -0.099734999999999976 0.083995000000000014 -0.073959999999999984 -0.040439999999999997 0.083715000000000026 -0.080324999999999994 0.088875000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 11 6 -2 8 -3 -1 -9 13 -13 29 17 16 23 20 -17 -20 -15 -12 -23 -16 26 -21 -25 -28 -11 -5
right_child=1 7 -4 4 -6 -7 -8 10 -10 28 21 12 -14 14 15 18 -18 -19 19 25 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.015358291998347071 0.016800144918692802 0.0050815805383535922 0.016738202130970117 0.019316564049988397 0.010074478052841614 0.007979314967040645 0.0061432564271880052 0.0042134949730067445 -0.0071808605315163733 0.010815237674396487 0.003609550642150064 0.016907334071394661 0.023660965572770049 0.017585753656371876 0.0098967067990452049 0.020104660483246502 0.011171212125724804 0.0021839595981873574 0.0067414362935404142 0.01604980497509241 0.0090893006815829062 0.013800761808436049 0.006009682321981076 0.024596366507750822 0.016478773119355524 0.011851895005796661 0.017068036842142521 0.023886486838361431 0.0019007871858775617 0.013790439963552423
leaf_weight=47 65 34 72 152 49 201 35 119 20 40 31 1045 41 27 20 33 60 20 34 125 55 59 31 41 329 134 107 31 20 44
leaf_count=47 65 34 72 152 49 201 35 119 20 40 31 1045 41 27 20 33 60 20 34 125 55 59 31 41 329 134 107 31 20 44
internal_value=0 0.00863421 0.0110349 0.0159893 0.0162101 0.00967065 0.0130702 0.00558845 0.000539936 0.0111445 0.00672436 0.016341 0.0171623 0.015605 0.0151283 0.0157024 0.0167771 0.00998437 0.0137639 0.0130498 0.0118869 0.00919373 0.0111172 0.0174141 0.0177101 0.0138779 0.0199733 0.0185997 0.00784375 0.018076
internal_weight=0 667 373 2454 2347 301 100 294 54 107 240 2298 1086 1212 1016 914 588 102 326 293 82 121 90 528 508 259 179 138 60 196
internal_count=3121 667 373 2454 2347 301 100 294 54 107 240 2298 1086 1212 1016 914 588 102 326 293 82 121 90 528 508 259 179 138 60 196
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 16 49 2 4 50 2 1 52 124 1 475 0 2 12 1 1420 47
split_gain=50.7858 7.68564 4.09749 3.77601 3.12787 2.85372 1.91484 1.3951 1.37941 1.29596 1.25746 0.911007 0.913643 0.904679 0.743918 0.66379 0.655769 0.612817 0.482448 0.464848 0.426727 0.415852 0.397082 0.392434 0.596361 0.357682 0.32073 0.307498 0.306829 0.293783
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 -0.52595999999999987 -0.054984999999999992 -1.0000000180025095e-35 -0.062539999999999984 0.041865000000000006 0.092365000000000017 0.11910500000000002 -0.56176499999999996 -0.081214999999999982 0.11866500000000001 -0.082014999999999991 -0.030209999999999997 0.31358000000000003 0.11734000000000001 0.12958500000000003 -0.084814999999999988 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 21 27 11 13 -4 18 15 -7 -2 -13 -9 25 28 -5 -15 -3 -18 -22 26 -6 -25 -8 -1 -16
right_child=1 4 10 19 17 9 7 16 -10 -11 -12 12 -14 20 29 -17 22 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016401850066932976 0.00087827863798930117 0.00055380158788522187 0.0012370799413550272 0.00080605009458042162 0.00027594846786768902 0.00082764431542041255 0.0011479108259568806 0.00098790348691736303 0.0016320687152591405 0.00087059607496819166 0.0007717105161909963 0.0010093650501482292 0.00089103440037163935 0.0014555674099581042 0.0013522894302914045 0.0013265906084130392 0.00070104686867750773 0.00054016731437829459 0.0013064224138910788 0.00051223416673290979 0.0014543456653230008 0.00029290782629068655 0.00049895139417436803 0.0012700171194133911 0.001006202712200566 -6.6160037200532705e-06 0.0010681465285322107 0.00083979295164931058 0.0013953003545674352 0.0011566019233535318
leaf_weight=20 23 46 34 47 61 20 33 22 76 41 65 28 23 37 65 269 102 26 261 37 29 48 59 275 45 24 34 20 1197 54
leaf_count=20 23 46 34 47 61 20 33 22 76 41 65 28 23 37 65 269 102 26 261 37 29 48 59 275 45 24 34 20 1197 54
internal_value=0 0.000712146 0.00132231 0.00100616 0.000561471 0.00133874 0.000657243 0.000751507 0.00137332 0.00120401 0.000931534 0.00136238 0.00126753 0.00123508 0.0012011 0.00129668 0.000670376 0.000276743 0.00138292 0.000676631 0.00125448 0.000420579 0.000626987 0.00123506 0.00121709 0.000196166 0.0012478 0.00103164 0.00139932 0.00126349
internal_weight=0 667 2454 226 441 2355 330 236 1874 481 99 1798 320 440 142 297 183 111 1478 84 420 94 161 383 354 85 309 53 1217 119
internal_count=3121 667 2454 226 441 2355 330 236 1874 481 99 1798 320 440 142 297 183 111 1478 84 420 94 161 383 354 85 309 53 1217 119
is_linear=0
shrinkage=0.00196078


Tree=4657
num_leaves=31
num_cat=0
split_feature=1 2 12 124 2 51 4 42 34 43 31 14 2 2 4 4 13 3 15 3 0 51 48 1447 0 1446 1 160 43 159
split_gain=2.59846 0.450528 0.372799 0.23695 0.168759 0.142466 0.142289 0.141633 0.124671 0.120654 0.118357 0.114932 0.130096 0.113296 0.113091 0.112653 0.160776 0.142809 0.121256 0.126961 0.112975 0.110935 0.098701 0.106257 0.0977547 0.0879467 0.085751 0.0845283 0.402418 0.083398
threshold=0.10538500000000002 0.13622000000000004 0.087215000000000015 -0.076779999999999987 0.14122000000000004 0.10532000000000001 0.40124500000000002 -0.0060199999999999993 -0.021334999999999996 -0.079914999999999986 -0.077289999999999984 -0.46166999999999997 0.10855000000000002 -1.0000000180025095e-35 0.09173000000000002 -0.072334999999999997 -0.081659999999999996 0.092670000000000016 -0.11713499999999999 -0.14477499999999996 -0.089269999999999988 -0.065634999999999985 0.092475000000000016 -0.086059999999999984 -0.061629999999999997 0.10250500000000001 0.10708500000000001 -0.015149999999999999 -0.011244999999999998 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 7 6 29 15 -1 10 -9 -2 -10 13 -13 -4 20 -17 18 -18 -20 -5 -14 23 -22 -7 27 -15 28 -25 -3
right_child=1 5 14 4 -6 24 -8 9 11 -11 -12 12 21 26 -16 16 17 -19 19 -21 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.015404814233770596 0.0071212447186311091 0.00078191403715339091 0.015373246687834449 0.019537311581101408 0.0091486886053888435 0.013515087517655709 0.0084042950610940647 0.01065323148467677 0.015679823388663038 0.0013797143707051875 -0.0013536328628945809 0.0060943006925905747 -0.0007872805302031338 0.0087943036532537513 0.01027170996752266 0.01643410350063575 0.018107678252272309 0.0081494646967927888 0.0061325090611353515 0.014232335792241348 0.022239871987880307 0.0073265967606245888 0.0096509458998258676 0.0043042613306280347 0.0043752930089831351 0.022642675044480712 0.016761612407863141 0.016264046341213374 0.018422795994858739 0.0066616998592508025
leaf_weight=40 45 98 112 108 41 22 27 47 22 20 26 30 20 22 71 507 80 38 20 597 29 107 23 33 25 20 35 772 52 32
leaf_count=40 45 98 112 108 41 22 27 47 22 20 26 30 20 22 71 507 80 38 20 597 29 107 23 33 25 20 35 772 52 32
internal_value=0 0.00825935 0.00982137 0.0152983 0.0155081 0.00393512 0.0156211 0.0106962 0.00769179 0.00788502 0.00401777 0.0087971 0.00808953 0.0110685 0.013394 0.0157066 0.0150642 0.0141192 0.0144447 0.0139698 0.0164761 0.00604882 0.0161202 0.0162844 0.00865349 0.0160875 0.0136865 0.0159345 0.0129415 0.00222925
internal_weight=0 667 490 2454 2347 177 2306 107 307 67 71 236 214 87 183 2279 1242 735 697 617 1037 127 929 906 47 877 57 857 85 130
internal_count=3121 667 490 2454 2347 177 2306 107 307 67 71 236 214 87 183 2279 1242 735 697 617 1037 127 929 906 47 877 57 857 85 130
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=31
num_cat=0
split_feature=1 52 3 44 4 2 11 2 2 52 14 160 3 1 41 13 130 124 2 12 12 13 1 2 16 0 2 2 15 16
split_gain=2.10638 0.472586 0.274647 0.196303 0.182478 0.180195 0.190102 0.171968 0.331396 0.149941 0.138777 0.135329 0.130234 0.126848 0.126792 0.116215 0.115239 0.119307 0.104584 0.10476 0.106529 0.103573 0.100913 0.160883 0.143567 0.114971 0.0969178 0.0902825 0.0901936 0.13486
threshold=0.10312500000000001 -0.40967499999999996 0.31534000000000006 0.087770000000000015 0.40124500000000002 0.097070000000000004 1.0000000180025095e-35 0.10276500000000001 -1.0000000180025095e-35 0.056145000000000007 -0.47013499999999991 -0.085579999999999976 -0.014944999999999998 0.11551000000000002 0.079300000000000009 -0.23438999999999996 -0.076894999999999977 1.0000000180025095e-35 0.15109000000000003 -0.086254999999999984 0.095780000000000018 -0.039649999999999998 0.086920000000000011 0.087675000000000017 -0.088394999999999987 -0.23194499999999998 -0.0091949999999999983 0.10467500000000002 -0.040804999999999994 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 22 8 12 -4 -9 -8 13 -3 -13 -7 -12 -18 19 27 28 -14 25 26 -25 -1 -24 -17 -21 -30
right_child=1 2 9 -5 -6 15 11 10 -10 -11 16 14 21 -15 -16 18 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.022145864497870208 0.014497876553796233 0.013419373103834946 -0.0013188484022235974 0.01732718396000564 0.0047846213385293428 0.0050311106523232806 0.011790161393582821 0.013595250284387954 0.01339462171396557 0.0071823568927356978 -3.6832787146842162e-05 0.024385527590679568 0.0060409966139839252 0.0042183123776809344 0.015186985532763292 0.0034914681288812847 0.0067053046995478515 -0.00010618213303226594 0.0055303141381591557 0.012974019582298669 0.011901549170219522 -0.0031713548804754802 0.0084835005603755616 0.00087790909441537229 0.012349732371512802 0.014505158285026038 0.013994224559874608 0.012764190128516584 0.021370547643841008 0.01405817243713336
leaf_weight=20 90 29 59 20 22 21 20 21 106 32 37 43 26 31 23 21 227 29 20 110 240 23 35 20 24 1285 362 21 43 61
leaf_count=20 90 29 59 20 22 21 20 21 106 32 37 43 26 31 23 21 227 29 20 110 240 23 35 20 24 1285 362 21 43 61
internal_value=0 0.00771291 0.00675877 0.00760217 0.01385 0.0139342 0.0144064 0.00723449 0.00941341 0.00167059 0.00574256 0.0189963 0.00554178 0.00866549 0.02118 0.0123233 0.00517973 0.00593369 0.0126201 0.012906 0.013348 0.00171683 0.0141803 0.0128725 0.00713527 0.0146223 0.0135084 0.00812783 0.0149702 0.0170816
internal_weight=0 730 640 549 2391 2369 1832 529 215 91 314 86 109 60 66 537 293 256 516 496 454 49 1746 441 44 1305 397 42 214 104
internal_count=3121 730 640 549 2391 2369 1832 529 215 91 314 86 109 60 66 537 293 256 516 496 454 49 1746 441 44 1305 397 42 214 104
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 16 1 1 0 50 4 2 1 11 40 1 2 1 1 3 4 4 52 49
split_gain=65.3498 9.90326 5.2638 4.86203 3.44324 3.23358 2.11406 1.90998 1.65058 1.60466 1.59806 1.0947 1.01501 0.926135 0.821697 0.655762 0.64647 0.628282 0.557665 0.556572 0.546502 0.511282 0.445751 0.412081 0.378042 0.334508 0.331646 0.30804 0.33885 0.29362
threshold=0.10557500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.14122000000000004 -0.52595999999999987 0.089625000000000024 0.122715 -0.10607499999999999 0.041865000000000006 -0.15289999999999995 0.089885000000000007 0.13075500000000004 0.081790000000000015 -0.077714999999999992 0.12958500000000003 -1.0000000180025095e-35 0.11866500000000001 0.15964000000000003 -0.10217499999999997 -0.008819999999999998 -0.0073899999999999999 0.039215000000000007 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 12 -4 21 11 -7 17 26 -14 24 -11 -1 -5 25 -3 -8 -16 -18 -6 -13 -2 -27 -29 -10
right_child=1 4 8 18 15 10 9 -9 29 16 -12 19 14 -15 22 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.005052455216451408 0.0049989746676550968 0.0041088855415317036 0.0048759310853247551 0.0043324228595284855 0.0037940269817965159 0.0044349109536570772 0.0047710941507925399 0.0053221545290774728 0.0044659490094465367 0.0045451986322215957 0.0044667078854648875 0.0046791849997662675 0.0046382243876603455 0.0045171736623081833 0.0046918247260299382 0.0040702330041255345 0.0042463931632500335 0.0049639072595557884 0.0039787718575764325 0.0050900222206649989 0.0038092602795245598 0.004366360330114177 0.0049660386593803158 0.004040882630219845 0.0034996867992892191 0.0049531796176671755 0.0047792061393061216 0.0047644196877397842 0.0049357135522030745 0.0042056165640298364
leaf_weight=1050 66 44 34 60 62 21 30 76 36 20 41 33 39 29 25 26 103 436 24 49 50 20 258 59 23 147 44 111 74 31
leaf_count=1050 66 44 34 60 62 21 30 76 36 20 41 33 39 29 25 26 103 436 24 49 50 20 258 59 23 147 44 111 74 31
internal_value=0 0.00426759 0.00496241 0.00460382 0.00409601 0.00498117 0.00419757 0.00501765 0.00452406 0.00429808 0.00483677 0.00487165 0.00500485 0.00482889 0.00490504 0.00379773 0.00421261 0.00502647 0.00423138 0.0048938 0.00394951 0.0046092 0.00494181 0.00417155 0.00371438 0.00486746 0.00491107 0.00488618 0.00483294 0.0043455
internal_weight=0 660 2461 223 437 2360 326 1884 101 232 476 435 1808 139 322 111 182 1486 84 414 94 50 283 162 85 365 110 332 185 67
internal_count=3121 660 2461 223 437 2360 326 1884 101 232 476 435 1808 139 322 111 182 1486 84 414 94 50 283 162 85 365 110 332 185 67
is_linear=0
shrinkage=0.00196078


Tree=4660
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 14 1 3 49 4 4 11 50 11 3 4 52 1 1 0 1 1 1 15 11
split_gain=73.4598 11.6634 5.79721 5.52617 3.8469 3.17291 2.19932 1.83282 1.70668 1.63651 1.53033 1.13548 1.30051 1.03367 0.973621 0.905884 0.842431 0.777384 0.645333 0.621483 0.686903 0.557922 0.525442 0.517829 0.491069 0.477458 0.464526 0.419606 0.387521 0.374276
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 0.14122000000000004 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.085760000000000017 -0.11171999999999999 -0.054984999999999992 0.27834500000000006 -0.15289999999999995 1.0000000180025095e-35 0.041865000000000006 0.084680000000000019 -0.11171999999999999 0.0052350000000000009 0.039215000000000007 0.13075500000000004 0.12958500000000003 -0.095504999999999993 0.12000500000000001 0.15964000000000003 0.13265500000000002 -0.090344999999999995 0.08776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 25 14 -4 23 11 -1 -13 -2 16 -11 19 26 -15 -7 -21 -22 -5 -8 -14 -3 28 -17 -6 -18
right_child=1 4 8 22 17 7 9 -9 -10 15 -12 12 24 18 -16 27 29 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016141329398613217 0.0010020821492639446 0.00066426221250854677 0.0014050905026641546 0.00084836798298531786 0.0003928524142663394 0.0012184020670967387 0.0012581354572148745 0.0010342671392269036 0.00085998251628382279 0.0011166262319859336 0.0018927714592440834 0.0010084067891333616 0.0013621968039919709 0.0013660305025799467 0.0010335000122294706 0.00071466753287534855 0.0017978453438948182 0.00058504114669170307 0.0016846082683528033 0.0015155470163837246 0.0012957872046357186 0.00149728569474402 0.00050508617149556381 0.00086051806150113839 0.0015467344349191199 0.00036592973028605697 -4.0395630091644715e-05 0.00042904074298248061 6.1237876624206774e-05 0.0015222630802387766
leaf_weight=1049 23 30 34 60 42 42 34 41 63 20 62 20 65 87 20 141 40 26 34 380 130 89 24 20 377 66 23 23 20 36
leaf_count=1049 23 30 34 60 42 42 34 41 63 20 62 20 65 87 20 141 40 26 34 380 130 89 24 20 377 66 23 23 20 36
internal_value=0 0.000789353 0.00152081 0.00114997 0.000604587 0.00154019 0.000709685 0.00143777 0.00105105 0.000810738 0.00159085 0.00157846 0.00149747 0.00138312 0.00146021 0.000722655 0.00147212 0.000288347 0.00145555 0.00144897 0.00146514 0.00137767 0.000750287 0.00111087 0.0015196 0.000459159 0.000197594 0.00067461 0.00028588 0.00166731
internal_weight=0 673 2448 228 445 2351 334 778 97 238 1573 1511 462 144 737 184 717 111 121 641 599 219 84 54 442 96 85 164 62 76
internal_count=3121 673 2448 228 445 2351 334 778 97 238 1573 1511 462 144 737 184 717 111 121 641 599 219 84 54 442 96 85 164 62 76
is_linear=0
shrinkage=0.00196078


Tree=4661
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 45 14 2 1 2 2 150 4 4 0 15 4 1 15 12 131 4 1 12 1 0 160 47 3
split_gain=50.1361 7.98366 5.06339 4.13105 2.90405 2.57742 1.57169 1.37432 1.27429 1.22505 1.19156 1.13779 0.953694 0.821242 0.788293 0.576873 0.866192 0.515158 0.484955 0.539967 0.479563 0.416043 0.401734 0.42812 0.353698 0.339021 0.426911 0.321978 0.320719 0.38935
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.10783500000000001 0.062655000000000016 0.14960000000000004 0.09253500000000002 0.14960000000000004 0.11474000000000002 1.0000000180025095e-35 0.033845000000000007 0.40945500000000007 -0.11173999999999999 -0.097454999999999986 0.053180000000000012 0.083345000000000016 -0.095869999999999983 0.08815000000000002 0.091440000000000007 -0.51843499999999987 0.089875000000000024 0.10061500000000002 0.076935000000000017 -0.030209999999999997 -1.0000000180025095e-35 0.090100000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 28 7 10 13 12 -5 14 24 17 15 -4 16 -1 25 -15 -20 22 -2 -17 -24 -6 26 -7 -16 29 -3
right_child=1 2 6 9 11 8 -8 -9 -10 -11 -12 -13 -14 18 27 20 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015730916691558136 0.0014666814192014928 0.00061942660341075817 0.00072800551882025856 0.0012772875079603686 0.001376808685215394 0.0013512668828336465 0.0010136534714676529 0.0016808685734176045 0.0008380137825016702 0.00081545697090932223 0.00025571201366239376 0.00076332492982128671 0.00093451789410717019 0.001350429743221722 0.0006247101529361376 0.001733734950520634 0.0011161067369948863 0.0012015031586598446 0.0012909655302700376 0.0008750330674158536 0.0013978740120199646 0.001135624188418482 0.0014669391607800067 0.0011953689615287438 0.0011104612795875483 0.0014610566678577575 0.0011140447946823612 0.00038806648324826346 0.00091410340675979022 0.00079660270250349189
leaf_weight=23 54 99 60 34 41 175 21 76 26 63 79 24 28 101 30 21 52 122 28 21 786 20 753 23 36 81 35 84 33 92
leaf_count=23 54 99 60 34 41 175 21 76 26 63 79 24 28 101 30 21 52 122 28 21 786 20 753 23 36 81 35 84 33 92
internal_value=0 0.000769602 0.000694539 0.00137388 0.000860067 0.00139024 0.000498201 0.00142257 0.00125984 0.000977336 0.000455417 0.00113609 0.00128471 0.00141171 0.000546087 0.00142428 0.00125625 0.00130846 0.00127277 0.00111271 0.00143224 0.00137721 0.00146613 0.00145889 0.00125228 0.0013533 0.00131173 0.000450341 0.000735608 0.000704768
internal_weight=0 673 599 2448 325 2351 274 1884 467 97 253 101 441 1808 174 1658 75 413 150 49 1583 74 797 776 77 291 210 114 224 191
internal_count=3121 673 599 2448 325 2351 274 1884 467 97 253 101 441 1808 174 1658 75 413 150 49 1583 74 797 776 77 291 210 114 224 191
is_linear=0
shrinkage=0.00196078


Tree=4662
num_leaves=31
num_cat=0
split_feature=1 1 16 4 48 16 39 52 1 2 3 2 4 123 47 10 14 0 0 1 52 12 1186 51 1 14 42 13 0 133
split_gain=2.68844 0.468768 0.264088 0.242062 0.167695 0.188348 0.160829 0.191244 0.15707 0.155061 0.226121 0.147971 0.177229 0.13822 0.168799 0.132699 0.0956218 0.157563 0.199241 0.101897 0.156383 0.0959977 0.0952465 0.0922996 0.0898808 0.0892217 0.0857597 0.0836868 0.109049 0.104589
threshold=0.10538500000000002 0.12337000000000002 0.40020000000000006 0.042705000000000007 -0.035774999999999994 -0.44310499999999992 0.08456000000000001 -0.088204999999999992 0.14860500000000001 1.0000000180025095e-35 -0.022174999999999997 0.11362000000000001 -0.065794999999999979 0.11679000000000002 0.12958500000000003 -0.062879999999999978 0.062655000000000016 -0.11173999999999999 -0.14832499999999996 0.085345000000000018 -0.070154999999999981 0.088245000000000004 0.068350000000000008 -0.22411499999999998 0.11551000000000002 -0.42495999999999995 0.10410000000000001 -0.086804999999999979 -0.11242999999999999 -0.0077049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 -5 -6 11 -8 13 10 24 16 -13 14 25 -10 17 18 19 -1 -21 -19 23 -23 -2 -3 -14 29 -29 -7
right_child=1 8 -4 4 5 27 7 -9 15 -11 -12 12 26 -15 -16 -17 -18 21 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.023802655320614579 0.021897893866324531 0.015347145524408138 0.01918072129774373 0.0076626803048632361 0.020275467494963714 0.016045549479515656 0.021705947399139405 0.011095519818119565 -0.0026568077482806984 0.010837944798908239 0.0091764440520533501 0.0071163200002740184 0.015355875529348851 0.0021377638088200582 0.017149557247103077 0.0070382965966321841 0.022715427241983673 0.020131808764920576 0.0070341013452928994 0.021251611784100535 0.0094585851837030582 0.024491405487060549 0.02531408378410907 0.018328454904017116 0.014121081736748635 0.0083904759943738139 0.023126449822448197 0.022652436217123813 0.015143565419421065 0.0065089347286392818
leaf_weight=20 42 21 72 22 101 23 25 53 20 201 35 21 49 22 32 48 79 853 23 22 23 25 21 869 23 151 20 22 160 23
leaf_count=20 42 21 72 22 101 23 25 53 20 201 35 21 49 22 32 48 79 853 23 22 23 25 21 869 23 151 20 22 160 23
internal_value=0 0.0113866 0.0137402 0.0185464 0.0161153 0.0166805 0.0189521 0.0144963 0.00840058 0.0124389 0.0156567 0.0191237 0.0151601 0.00966844 0.0104806 0.0041868 0.0193081 0.0191631 0.0150332 0.0178636 0.0152241 0.0193686 0.0186572 0.0185008 0.0191461 0.00923984 0.0176082 0.0150881 0.0160512 0.0112772
internal_weight=0 667 373 2454 351 329 2103 78 294 301 100 2025 90 226 204 68 1935 1856 88 65 45 1768 915 894 65 172 69 228 182 46
internal_count=3121 667 373 2454 351 329 2103 78 294 301 100 2025 90 226 204 68 1935 1856 88 65 45 1768 915 894 65 172 69 228 182 46
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 4 0 150 13 0 150 1 16 12 1 124 12 3 4 1 2 40 1 0
split_gain=42.0617 6.686 3.78568 2.96334 2.73569 2.26155 1.6403 1.47662 1.37508 1.2529 1.08142 0.846206 1.14562 0.836958 0.71766 0.693777 0.629463 0.575007 0.555059 0.505458 0.471838 0.456723 0.425124 0.400808 0.400307 0.422313 0.345777 0.339596 0.330721 0.296371
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.084785000000000013 0.10613000000000002 0.062655000000000016 0.14530500000000005 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -1.0000000180025095e-35 -0.14832499999999996 1.0000000180025095e-35 0.122715 -0.052894999999999991 0.095780000000000018 0.16175000000000003 -0.081214999999999982 0.087765000000000024 0.12745000000000004 -0.51843499999999987 0.089875000000000024 0.13501500000000002 -0.063404999999999989 0.12958500000000003 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 9 21 -4 28 11 16 12 -1 15 27 -13 19 -2 -17 -7 -6 -3 24 -16 -14 -26 -5 -10 -8 -24
right_child=1 4 7 26 20 10 8 -9 14 -11 -12 13 22 -15 23 18 -18 -19 -20 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010672937788938357 0.0012373729209587904 0.00059901081433434494 0.0012757176328060029 0.00078898866216935593 0.00038656448845980862 0.001295548549202068 0.0011601998946589721 0.00074727641589573826 0.00073481360389516246 0.0015778164114991454 0.00084299498840289958 0.001588202621422562 0.0016464052859252018 0.0008466113431780946 0.00073000705445028875 0.0012646915732604511 0.00093162182268071803 0.0009284147036849364 0.00097923603127984447 0.0011583372809681571 6.0159372664504552e-05 0.00032852112216775277 0.001323964071228165 0.001027233333946353 0.0013801921042930448 0.0011042837590168424 0.00050686573655759791 0.00049988804489604932 0.00084243723720896474 0.0011650875168152494
leaf_weight=59 115 48 29 61 90 203 34 68 36 76 34 20 21 23 53 114 30 29 34 210 21 48 758 26 699 22 23 69 20 48
leaf_count=59 115 48 29 61 90 203 34 68 36 76 34 20 21 23 53 114 30 29 34 210 21 48 758 26 699 22 23 69 20 48
internal_value=0 0.000731387 0.00128487 0.00100442 0.000591495 0.00130054 0.000680123 0.000905264 0.000767393 0.00133122 0.00118 0.00132079 0.00133546 0.00119741 0.000686652 0.00124543 0.00120586 0.00117515 0.00119911 0.00122578 0.000324812 0.000463766 0.00134568 0.000827828 0.00137955 0.00137177 0.000711741 0.000580434 0.00104251 0.0013145
internal_weight=0 673 2448 228 445 2351 334 97 238 1874 477 1798 1607 191 184 168 443 144 148 413 111 96 1548 79 742 721 84 105 54 806
internal_count=3121 673 2448 228 445 2351 334 97 238 1874 477 1798 1607 191 184 168 443 144 148 413 111 96 1548 79 742 721 84 105 54 806
is_linear=0
shrinkage=0.00196078


Tree=4664
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 4 376 4 2 4 3 47 52 1 14 124 12 3 4 3 3 160 0 150 40 0 10 47
split_gain=56.634 6.90208 5.96321 4.92704 3.46374 2.54949 2.35246 1.96151 1.7394 1.61061 1.60708 1.26498 1.22662 1.07857 0.885724 1.00741 0.875527 0.764911 0.761666 0.68747 0.591884 1.13438 0.501988 0.471514 0.466319 0.460076 0.45167 0.444115 0.430686 0.364127
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.10774000000000002 0.090285000000000018 -0.17966999999999997 0.080200000000000007 0.033845000000000007 0.17025000000000004 0.40945500000000007 -0.11171999999999999 0.077555000000000013 0.0046550000000000003 0.10124500000000002 0.076175000000000007 -0.072314999999999977 0.13597000000000004 0.30112000000000005 -0.062539999999999984 0.092670000000000016 -0.13927999999999999 -0.061284999999999992 -0.072894999999999988 0.11386500000000001 -1.0000000180025095e-35 -0.13027499999999997 -0.38124499999999995 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 12 8 16 -6 -3 18 11 19 -1 20 15 17 27 -9 22 26 -14 -22 -8 -13 -24 -7 -5 -4 -12 -2
right_child=1 3 6 10 7 25 9 14 -10 -11 28 23 13 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010299219085440196 0.0016697825583951924 0.0013279993098586705 0.0013283995847902874 0.00071564299485689733 0.0015528110709010052 0.00082510188480955956 0.0016533422126874169 0.00088394651859024771 0.00073177069337928993 0.0012838012722637276 0.00039148378284484784 0.00070837275988581462 0.0015857372019026014 0.0018127804987278639 0.0013556386093457964 0.0007762073428149443 0.0018528904692799437 0.001313507881750285 0.0011815836717342508 0.00051660082272275514 0.001433916292348148 0.00094075918997805596 0.001524904904290279 0.00044288532126450931 0.001417192048365876 0.00052022989474090873 0.0010476107866156336 0.001583034097812189 2.8863012261104348e-05 0.0013406483002570497
leaf_weight=26 24 76 27 26 28 141 79 30 25 171 34 35 57 32 22 74 46 34 29 22 97 22 455 97 234 22 40 1068 20 28
leaf_count=26 24 76 27 26 28 141 79 30 25 171 34 35 57 32 22 74 46 34 29 22 97 22 455 97 234 22 40 1068 20 28
internal_value=0 0.000810401 0.001485 0.000744468 0.00127223 0.000935631 0.00152757 0.00107404 0.00118042 0.00145647 0.000560281 0.000634679 0.00143146 0.00148165 0.000990257 0.000932007 0.00158789 0.00111215 0.00149352 0.000816777 0.00142144 0.00134274 0.0015053 0.00051328 0.00148832 0.000783954 0.000916836 0.00157676 0.00025718 0.00149256
internal_weight=0 590 2531 538 422 264 2109 188 101 968 274 220 234 208 160 138 1141 64 797 88 176 119 768 132 689 163 66 1095 54 52
internal_count=3121 590 2531 538 422 264 2109 188 101 968 274 220 234 208 160 138 1141 64 797 88 176 119 768 132 689 163 66 1095 54 52
is_linear=0
shrinkage=0.00196078


Tree=4665
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 4 1 2 1 16 13 1 0 49 47 159 2 48 2 4 16 475 1 12 157 16 481 52
split_gain=49.2234 7.40801 4.10214 3.74761 2.86369 2.55482 1.56533 1.55129 1.42884 1.30939 1.03401 1.01352 0.863089 0.841236 1.07011 0.676703 0.55426 0.528684 0.490789 0.454752 0.433057 0.411937 0.512741 0.380323 0.367034 0.364444 0.332945 0.373167 0.320068 0.305008
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 0.062655000000000016 0.27287000000000006 0.09253500000000002 0.14122000000000004 0.12958500000000003 -0.52595999999999987 -1.0000000180025095e-35 0.089625000000000024 -0.095504999999999993 -0.054984999999999992 0.08265500000000002 0.083335000000000006 0.31358000000000003 0.084670000000000009 0.088850000000000012 -0.04890499999999999 -1.0000000180025095e-35 -0.082014999999999991 0.13075500000000004 0.086095000000000019 -0.41266499999999995 -0.015314999999999997 -0.0066299999999999996 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 13 12 -4 11 -9 -7 17 20 16 -2 -15 19 -6 -3 -1 -14 -23 -13 -5 -16 -25 29 -22 -28
right_child=1 4 8 24 18 9 -8 10 -10 -11 -12 23 21 14 25 -17 -18 -19 -20 -21 28 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0014589906182883375 0.00095135383895468941 0.0010259772924815908 0.0013117955013628375 0.00081872681431240991 0.00041842391422917063 0.0008652760475581768 0.001701487377824183 0.00072709262383237382 0.00081572614171925711 0.00092955677708168166 0.00041561321967153574 0.0014873933831071541 0.0012535891258249096 0.00090874642505785262 0.0011212957723467957 0.001318750875326962 0.0012984003155839209 0.00053571271879666318 0.00010783990906631289 0.00071497276820663494 0.0015229018247614179 0.0011111671878085807 0.0006916307584216504 0.00154230394784142 0.00053181955583235302 0.0013965729358388023 0.0012272804799194348 0.0012151211177406161 0.0013719889417451911 0.0014002244416675619
leaf_weight=952 23 28 34 60 71 20 76 84 65 41 80 45 20 32 20 119 25 35 27 51 61 24 21 20 24 245 58 166 473 121
leaf_count=952 23 28 34 60 71 20 76 84 65 41 80 45 20 32 20 119 25 35 27 51 61 24 21 20 24 245 58 166 473 121
internal_value=0 0.000776386 0.00137709 0.00106504 0.000628457 0.00139353 0.00142582 0.000712915 0.000986093 0.00126436 0.000575151 0.00129629 0.000839134 0.00141423 0.00132337 0.00125924 0.00107965 0.000736324 0.000332855 0.000825202 0.00143392 0.00101945 0.000915384 0.00131731 0.000736753 0.0013758 0.00129634 0.00128209 0.00138923 0.00134419
internal_weight=0 667 2454 226 441 2355 1884 343 99 471 164 430 179 1808 322 142 57 114 98 79 1486 65 45 410 84 265 365 345 534 179
internal_count=3121 667 2454 226 441 2355 1884 343 99 471 164 430 179 1808 322 142 57 114 98 79 1486 65 45 410 84 265 365 345 534 179
is_linear=0
shrinkage=0.00196078


Tree=4666
num_leaves=31
num_cat=0
split_feature=1 1 12 124 4 2 1 44 4 4 4 3 3 12 2 0 1 47 0 133 15 484 12 48 159 484 52 42 4 42
split_gain=3.07713 0.525542 0.404467 0.272729 0.20231 0.185866 0.160226 0.154356 0.211854 0.146352 0.146051 0.288474 0.144908 0.159801 0.116239 0.111457 0.106281 0.105297 0.105723 0.104696 0.107445 0.184663 0.108515 0.104467 0.105415 0.160907 0.104434 0.101087 0.154487 0.11343
threshold=0.10538500000000002 0.13559000000000002 0.087215000000000015 -0.076779999999999987 0.40473500000000007 0.13404500000000005 0.092845000000000025 1.0000000180025095e-35 0.40124500000000002 -0.17966999999999997 -0.072334999999999997 0.092670000000000016 -0.14989499999999997 0.086505000000000012 0.09358000000000001 -0.089269999999999988 0.16773500000000005 0.13082500000000002 -0.036484999999999997 0.088525000000000006 -0.0088349999999999974 0.041405000000000004 0.085700000000000012 0.092475000000000016 -0.025079999999999995 -0.081614999999999979 0.056145000000000007 0.084050000000000014 -0.0086549999999999978 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 -4 7 14 8 10 -2 15 12 -12 19 -1 -5 17 18 26 20 22 -22 27 24 25 -17 -3 29 -29 -14
right_child=1 16 4 5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 23 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.024611262828111651 0.018591052085161208 0.0034643513703485952 0.019044571807742012 0.023671600858991348 0.010894161090254784 0.013528992159634221 0.011035911031067373 0.027002639965764408 0.010315027755374712 0.010605591691975341 0.011585597600787879 0.0099325403139707367 0.020297849116226039 0.018608511616646676 0.014552867357377652 0.019435530966695619 0.00083177027282426536 0.014889177391305568 0.011339742104922022 0.016275314912199974 0.029595101643831303 0.017963933731828415 0.026440413755875442 0.013621977700487429 0.020141644942595294 0.029237836929546165 0.010940078848972919 0.011454380336882813 0.020113489197758148 0.026848525388964584
leaf_weight=20 25 74 139 108 39 49 60 29 24 280 24 34 108 770 27 34 23 20 42 40 39 21 31 23 839 33 25 28 78 35
leaf_count=20 25 74 139 108 39 49 60 29 24 280 24 34 108 770 27 34 23 20 42 40 39 21 31 23 839 33 25 28 78 35
internal_value=0 0.0117383 0.0134708 0.0193982 0.0172588 0.0196232 0.0144608 0.0197532 0.0196605 0.0112601 0.0197604 0.0190131 0.0192761 0.0194366 0.018833 0.020631 0.00719048 0.00809886 0.0071357 0.0211146 0.021684 0.0255242 0.020861 0.0202775 0.0204465 0.0242635 0.00535216 0.0201664 0.0178262 0.0219012
internal_weight=0 667 483 2454 178 2347 107 2298 2269 305 2245 1208 1174 1150 47 1037 184 161 141 380 340 60 280 929 906 67 99 249 106 143
internal_count=3121 667 483 2454 178 2347 107 2298 2269 305 2245 1208 1174 1150 47 1037 184 161 141 380 340 60 280 929 906 67 99 249 106 143
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 11 1 4 0 11 15 0 1 2 43 0 1 1 3 0 51 1 123 43
split_gain=38.5863 4.70816 4.22832 2.5155 2.30832 2.02131 1.64996 1.19427 1.05854 0.997032 0.901063 0.770066 0.731724 0.67133 0.627758 0.566755 0.545928 0.499331 0.46267 0.461905 0.462579 0.463697 0.426475 0.420655 0.406735 0.472884 0.400413 0.352077 0.336768 0.344812
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.091200000000000017 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.033845000000000007 1.0000000180025095e-35 0.10124500000000002 -0.04890499999999999 -0.23194499999999998 0.080150000000000013 0.13592500000000005 -0.13027499999999997 0.12958500000000003 0.10402500000000002 -0.04890499999999999 -0.23001499999999997 0.122715 0.16175000000000003 -0.14186499999999996 -0.062764999999999974 -0.096089999999999981 0.12000500000000001 0.106035 -0.078654999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 22 7 11 27 -5 18 16 17 19 -11 -1 -13 24 -4 -9 20 -10 -22 -2 -7 -8 -26 -16 -3 29 -15
right_child=1 5 6 8 -6 23 10 9 12 13 -12 15 -14 28 26 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015130169463880134 0.0011686063662238249 0.00063463214988777644 0.00097998690919256668 0.0012338422601695003 0.00065080421741323363 0.00036454983986736287 0.0013716978634172761 0.0011674683614104403 0.0008042292679850461 0.00097261204804275552 0.0010567537980974663 0.0016626665057741781 0.0007072719468411827 0.00042346353452304324 0.0013234307076416764 0.0013411688752153388 0.0009217641872924714 0.0012925581380381381 0.00075540522369099597 0.00068868752134169074 0.00091888017522288813 0.0012653646722825525 0.00089239124070155296 5.1473129808513168e-05 0.0012371787389740627 0.0010930096738590023 0.0011072380907006664 0.00035730511477450602 0.00035341737390148873 0.00067498486627031264
leaf_weight=22 83 24 20 31 74 77 69 22 28 20 161 37 85 26 44 49 23 1121 20 21 27 33 29 21 524 105 131 66 20 108
leaf_count=22 83 24 20 31 74 77 69 22 28 20 161 37 85 26 44 49 23 1121 20 21 27 33 29 21 524 105 131 66 20 108
internal_value=0 0.000661388 0.00121822 0.00103905 0.000919533 0.00054254 0.00125407 0.000621029 0.000897399 0.000700099 0.00118938 0.00130057 0.000843638 0.000634649 0.00120084 0.00147949 0.001219 0.00128708 0.000971248 0.000949978 0.00101233 0.00110945 0.00109709 0.000297462 0.00122879 0.00121311 0.0011616 0.000431259 0.000590758 0.000626182
internal_weight=0 590 2531 422 186 404 2109 306 225 216 882 1227 194 174 197 86 721 1141 42 109 88 60 112 98 698 629 175 90 154 134
internal_count=3121 590 2531 422 186 404 2109 306 225 216 882 1227 194 174 197 86 721 1141 42 109 88 60 112 98 698 629 175 90 154 134
is_linear=0
shrinkage=0.00196078


Tree=4668
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 47 11 13 4 4 52 2 3 2 11 15 1 0 50 49 13 4 3 3 0 0 4
split_gain=56.0334 7.13264 6.14869 5.39724 3.45558 2.81008 2.33933 2.17645 1.65665 1.35452 1.29966 1.38662 1.24936 1.05198 0.941174 1.28182 0.845543 0.808092 0.795614 0.76737 0.764504 0.669213 0.593237 0.58451 0.564599 0.654581 0.549112 0.703166 0.532092 0.431789
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.091545000000000015 -0.16363499999999997 0.077555000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.024790000000000003 0.033845000000000007 0.0046550000000000003 0.10402500000000002 -0.0063699999999999989 0.11389000000000002 0.080150000000000013 0.13592500000000005 0.12337000000000002 -0.13027499999999997 0.041865000000000006 -0.012034999999999999 1.0000000180025095e-35 -0.059649999999999988 0.090900000000000009 -0.14847999999999997 -0.062764999999999974 -0.22491999999999998 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 8 22 9 -6 16 20 19 -12 18 14 15 -9 24 -11 26 29 -4 -3 -5 28 -1 -26 -8 -28 -13 -2
right_child=1 21 6 5 7 -7 12 13 -10 17 11 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0015197471508463585 0.00067334162327004413 0.00031380290116009974 0.00117565067428452 0.0010576150405640695 0.0015281854731082011 0.0007770110317495279 0.0016572886354783002 0.00078854386702301052 0.0018037922208716554 0.0020196173073566965 0.0013040632938220052 0.00073433997058400919 0.0012708313914923258 0.0013572503562764317 0.00069741235856703903 0.0012850951457694883 0.00095883780067750047 0.0016373791773529613 0.001099373376305728 0.00053345357601343967 0.0015531412293590438 0.00064770804608569427 0.0014291639476860761 0.0005969575373040854 0.0013784201125317985 0.0010164985037317464 0.0014901958765277407 0.0013095018850662705 0.0011430785084277197 0.0009381518474615672
leaf_weight=71 58 100 21 20 31 43 60 41 35 37 28 25 154 22 55 39 20 50 22 94 1160 30 95 33 83 25 506 99 24 40
leaf_count=71 58 100 21 20 31 43 60 41 35 37 28 25 154 22 55 39 20 50 22 94 1160 30 95 33 83 25 506 99 24 40
internal_value=0 0.0007964 0.00146741 0.00091101 0.00125136 0.00120465 0.00151064 0.0010534 0.0014104 0.00156382 0.000757385 0.000927325 0.00143045 0.000959657 0.000894864 0.00103061 0.00134121 0.00179994 0.00146623 0.000660024 0.00154643 0.000390858 0.00136455 0.000798683 0.00138393 0.00129464 0.00147837 0.00146063 0.000934538 0.000781427
internal_weight=0 590 2531 460 422 158 2109 188 234 1268 302 110 841 157 135 80 199 87 687 192 1181 130 115 82 179 108 665 605 49 98
internal_count=3121 590 2531 460 422 158 2109 188 234 1268 302 110 841 157 135 80 199 87 687 192 1181 130 115 82 179 108 665 605 49 98
is_linear=0
shrinkage=0.00196078


Tree=4669
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 159 2 4 16 2 4 1 147 3 3 3 3 11 0 13 4 47 11 2 15 16 43
split_gain=45.8776 7.22953 4.77787 3.71883 2.66945 2.2102 1.46041 1.25389 1.1919 1.09908 1.09391 0.893955 0.834495 0.733578 0.711938 1.21412 0.641695 0.571141 0.53464 0.508117 0.492829 0.458029 0.418677 0.317624 0.304496 0.300951 0.3519 0.298014 0.295202 0.279777
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 0.13501500000000002 0.27834500000000006 -0.52595999999999987 0.16394500000000004 0.42051500000000003 0.085760000000000017 0.08598500000000002 0.30112000000000005 -0.14847999999999997 -0.10831999999999999 0.0068900000000000012 0.075910000000000019 -0.095504999999999993 0.049530000000000012 -0.011209999999999999 0.090100000000000013 1.0000000180025095e-35 0.088850000000000012 -0.097454999999999986 -0.45661999999999997 -0.086909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 14 -5 -4 11 -6 -7 13 16 25 21 19 20 -19 -10 -13 27 -23 -20 29 26 -1 -16 -25 -3
right_child=1 2 8 7 10 9 -8 -9 12 -11 -12 17 -14 -15 15 -17 -18 18 23 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0014007110076108805 0.0013165914773877866 0.00047038912461031354 0.00087564944389359088 0.0012436639251146625 0.0012313698905669142 0.00085739748609834027 0.0016447657780820917 0.0007764283033163793 0.00060229987598673881 0.0009449571781956097 0.00079275709108960835 0.0011648879397441359 0.0002352252983368696 0.00039429849037527225 0.0012955262341530493 0.00086134385859313743 0.00041088346146963954 0.00094565761121199088 0.0013126406171416454 0.0010005043480883946 0.001524316332472734 0.0013601657105175283 0.0011407794337078068 0.0013811292565044234 0.00088235561028167169 0.0016135751922814006 0.0013291533749922059 0.001021386536779583 0.0011775591180605046 0.00070545950859970074
leaf_weight=790 74 22 26 34 69 21 70 63 28 48 32 20 61 108 30 24 29 22 215 22 55 348 37 32 33 21 397 31 190 169
leaf_count=790 74 22 26 34 69 21 70 63 28 48 32 20 61 108 30 24 29 22 215 22 55 348 37 32 33 21 397 31 190 169
internal_value=0 0.000738396 0.000666966 0.00131644 0.000827759 0.00133197 0.00136728 0.000940202 0.000476244 0.00122961 0.0010924 0.00125423 0.000434371 0.000499333 0.0013557 0.00129095 0.000642925 0.00126983 0.00124391 0.00077751 0.00142847 0.00131407 0.00133908 0.00125892 0.000708433 0.00138089 0.00137678 0.00115621 0.0012069 0.000678383
internal_weight=0 673 599 2448 325 2351 1748 97 274 603 101 555 248 187 1678 470 79 534 459 50 75 446 385 437 224 1208 1187 61 222 191
internal_count=3121 673 599 2448 325 2351 1748 97 274 603 101 555 248 187 1678 470 79 534 459 50 75 446 385 437 224 1208 1187 61 222 191
is_linear=0
shrinkage=0.00196078


Tree=4670
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 40 44 4 12 11 2 51 0 158 3 43 43 131 0 10 14 4 1 12 52 1 1212 483 4 16
split_gain=3.39289 0.586466 0.412401 0.307019 0.270949 0.222962 0.191901 0.23534 0.18619 0.228406 0.172249 0.162523 0.149135 0.2157 0.184366 0.347357 0.158033 0.13306 0.127698 0.217389 0.169109 0.119868 0.119298 0.117948 0.10785 0.101041 0.100595 0.0976353 0.122342 0.0971838
threshold=0.10538500000000002 -0.40306999999999998 0.13707500000000003 1.0000000180025095e-35 0.088105000000000003 0.051255000000000002 1.0000000180025095e-35 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 0.121465 0.10302500000000002 -0.10096999999999999 0.085030000000000008 -0.12711499999999995 -0.13868499999999997 0.08845500000000002 0.09031500000000002 -0.067624999999999977 -0.014199999999999999 -1.0000000180025095e-35 0.23246000000000003 0.077845000000000011 0.087695000000000009 -0.080979999999999983 0.14699000000000004 0.10610000000000001 0.085510000000000017 0.50644500000000015 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 27 6 7 8 9 12 21 -11 13 16 15 -14 24 -2 20 -20 -4 -6 -5 26 -1 -22 -16 -3 -29 -25
right_child=1 2 18 22 10 -7 -8 -9 -10 11 -12 -13 14 -15 23 -17 -18 -19 19 -21 25 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.008956321364698502 0.023616416276769438 0.01020093943885486 0.017422548896865921 0.020072635821998121 0.021482987367306597 0.010209604111415419 0.028139492316592126 0.010368112719152124 0.015673373418394476 0.026392995187271281 0.0092773325730781328 0.01791823514062783 0.025435302518308164 0.024786773941346579 0.021849619387264686 0.0089985648635774861 0.022998190425070272 0.014586759194731715 -0.0052307943173218524 0.0067133177406503821 0.010309055732983735 0.014576349702683537 0.012364905916275719 0.020683524739491949 0.016105455046584082 0.0014478165280624208 0.014660641931695865 0.021047009513713421 0.010240502543324098 0.018641024125629575
leaf_weight=26 47 268 20 28 54 22 31 24 83 103 27 29 20 35 727 36 28 25 20 64 31 47 71 713 112 22 20 20 22 346
leaf_count=26 47 268 20 28 54 22 31 24 83 103 27 29 20 35 727 36 28 25 20 64 31 47 71 713 112 22 20 20 22 346
internal_value=0 0.011957 0.0109255 0.0200002 0.0125017 0.0202296 0.020324 0.0202188 0.0203226 0.0204984 0.0163723 0.0245311 0.0202404 0.0176525 0.0205197 0.0148688 0.0161483 0.0204811 0.00652815 0.00386948 0.00958745 0.018269 0.0145449 0.0206949 0.0147585 0.00663081 0.0216571 0.0109035 0.0153865 0.0200162
internal_weight=0 667 595 2454 438 2355 2333 2302 2278 2195 128 132 2063 201 1862 56 166 72 157 84 73 101 99 1806 138 53 747 310 42 1059
internal_count=3121 667 595 2454 438 2355 2333 2302 2278 2195 128 132 2063 201 1862 56 166 72 157 84 73 101 99 1806 138 53 747 310 42 1059
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 2 150 4 1 2 2 12 4 52 47 15 3 4 131 12 160 3 15 10
split_gain=72.5568 11.5167 7.36548 5.62716 3.81062 3.63794 2.3001 1.99074 1.8483 1.83036 1.71114 1.45516 1.32317 1.23448 1.06006 0.998253 0.941231 0.653548 0.693259 0.592121 0.554193 0.487286 0.463511 0.431115 0.419371 0.389235 0.38753 0.375792 0.36017 0.458613
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.11474000000000002 0.09253500000000002 0.14753000000000002 1.0000000180025095e-35 0.27834500000000006 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 -0.56176499999999996 0.090100000000000013 0.079055000000000014 1.0000000180025095e-35 -0.0070899999999999991 0.09031500000000002 0.10061500000000002 -1.0000000180025095e-35 0.086245000000000016 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 6 14 11 12 23 -5 13 19 -4 17 16 -16 18 -1 -7 22 -19 -3 -6 -2 -25 -15 -20 -13 -30
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 28 -14 26 15 -17 -18 21 27 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0019295382455172213 0.0016165136532530866 0.00059785949375062064 0.00078481836828823179 0.0013805704171991678 0.001577226743867306 0.0016638771358992205 0.0018805436105674019 0.00086227633635487335 0.00095543729347127414 0.0007174737145819889 0.00083475180325053987 0.00033658271931926722 0.00097932971349372127 0.00057942603939566118 0.0010810290672081918 0.0010540453578327216 0.0014939976133927606 0.0013919911594236624 0.0015775058048528767 0.0013968292266180351 0.00096615053275052234 0.0015433932559775149 0.00079117431269620385 0.0013999766832083658 0.0012979446599880853 0.0010721967141193141 0.00031653058086456704 0.0014002127098102196 0.00027109162830838969 -8.8495342730501896e-05
leaf_weight=21 47 99 40 34 21 35 76 37 41 24 63 32 28 29 23 25 274 144 1084 363 33 189 92 30 24 26 84 48 25 30
leaf_count=21 47 99 40 34 21 35 76 37 41 24 63 32 28 29 23 25 274 144 1084 363 33 189 92 30 24 26 84 48 25 30
internal_value=0 0.00076194 0.000673851 0.00148889 0.000874082 0.00150798 0.00154638 0.000438924 0.00135306 0.00119027 0.00102607 0.000373657 0.00139133 0.000488789 0.00153234 0.00143034 0.00146202 0.00155444 0.00157654 0.00142031 0.000731514 0.00147792 0.000690974 0.00133764 0.00150883 0.00124779 0.000383999 0.00156999 0.000171185 7.49533e-05
internal_weight=0 673 602 2448 325 2351 1884 277 467 101 97 240 426 153 1808 322 297 1486 1153 398 224 333 191 77 71 56 113 1132 87 55
internal_count=3121 673 602 2448 325 2351 1884 277 467 101 97 240 426 153 1808 322 297 1486 1153 398 224 333 191 77 71 56 113 1132 87 55
is_linear=0
shrinkage=0.00196078


Tree=4672
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 150 4 0 150 0 4 1 1 1 0 4 16 1 1 3 4 1 0 12
split_gain=72.7522 11.6804 5.92793 5.60567 4.17201 3.58522 2.60572 1.99452 1.95766 1.80429 1.78018 1.05836 0.970128 1.35423 0.970193 0.877082 0.839798 0.785561 0.767088 0.654321 0.5955 0.85354 0.590473 0.574898 0.481536 0.415994 0.402368 0.392199 0.367954 0.453623
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14530500000000005 1.0000000180025095e-35 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.15289999999999995 0.122715 0.16175000000000003 0.12000500000000001 -0.079119999999999982 -0.55119499999999988 -0.054549999999999994 0.13075500000000004 0.11866500000000001 -0.12711499999999995 0.038415000000000012 0.12958500000000003 0.14486500000000005 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 19 12 27 -4 11 26 13 -1 15 -14 -10 -2 -6 -3 -15 -22 -17 -5 -18 -23 28 -8 29 -7
right_child=1 4 9 23 18 10 8 -9 16 -11 -12 -13 14 20 -16 22 24 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013509083134405396 0.0015226057669797313 0.00074613959790250045 0.0014711024001189167 0.00091510478194096892 0.00041868384458679573 0.0016440494107752065 0.0013451472363051247 0.0019509983490249075 0.0011717113268141653 0.0009106230826679138 0.0010158839022188588 0.0011131510803742068 0.0019218999242025707 0.0016765169665071947 0.0011176508326537571 0.0015644445296544365 0.00082576756703864741 0.0011614845563141861 2.5020233145893232e-06 0.00039689606481020916 0.0019651438595989384 0.0013539843046672497 0.0012790566684394899 0.00055603101397590606 0.00060438394494510719 0.0015873781512699666 0.0014194291820904996 0.00099910798902605089 0.0013135309846403246 0.0014741056038243738
leaf_weight=59 115 30 34 60 90 144 34 76 20 63 34 28 21 1145 23 113 105 29 21 66 22 32 37 24 59 356 134 20 23 104
leaf_count=59 115 30 34 60 90 144 34 76 20 63 34 28 21 1145 23 113 105 29 21 66 22 32 37 24 59 356 134 20 23 104
internal_value=0 0.000854179 0.0015821 0.00121506 0.000669279 0.0016017 0.000778727 0.00163983 0.000888721 0.00110708 0.00144791 0.00148183 0.00162675 0.00164249 0.00149574 0.00154659 0.000792383 0.00144988 0.000339947 0.000506035 0.00165356 0.00158943 0.00149405 0.000812512 0.000746123 0.00156813 0.00150732 0.00121698 0.00155078 0.00157278
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 433 1808 1614 194 171 184 144 111 96 1555 410 150 84 164 388 405 54 271 248
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 433 1808 1614 194 171 184 144 111 96 1555 410 150 84 164 388 405 54 271 248
is_linear=0
shrinkage=0.00196078


Tree=4673
num_leaves=31
num_cat=0
split_feature=1 52 2 2 52 14 2 15 43 157 3 1 151 13 15 2 14 131 2 12 12 49 151 3 1 0 1 0 128 42
split_gain=3.58064 0.781626 0.464196 0.289099 0.281627 0.194759 0.259265 0.191818 0.180214 0.172507 0.16867 0.15829 0.197179 0.152589 0.136585 0.133235 0.131057 0.120445 0.27651 0.119427 0.126518 0.102716 0.12909 0.134143 0.101155 0.100115 0.0954013 0.0918825 0.090833 0.0844249
threshold=0.10312500000000001 -0.42635499999999998 0.14285500000000004 0.098630000000000009 0.12492500000000002 0.062655000000000016 -0.13033999999999998 -0.24436499999999997 -0.070064999999999975 -0.07797999999999998 0.30112000000000005 0.10871500000000002 -0.065174999999999983 -0.15416999999999995 -0.47308999999999996 0.15109000000000003 -0.46413499999999996 0.086835000000000009 0.31358000000000003 0.11734000000000001 -0.086254999999999984 -0.15498999999999999 0.009020000000000002 -0.15327499999999997 0.11551000000000002 -0.062294999999999996 0.085760000000000017 -0.066089999999999996 0.089035000000000017 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 -1 8 14 -9 11 -11 -13 -5 -3 19 -10 18 -4 20 -15 -8 23 -23 -12 -6 -24 -14 -22 -25
right_child=1 2 17 13 25 -7 21 9 16 10 24 12 27 15 -16 -17 -18 -19 -20 -21 28 22 26 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0091612870525568726 0.021156078826855211 0.0082749148830771457 0.0069296461799772599 0.0096166676376014948 0.019923589372975305 0.025525276532862337 0.027736380629939963 0.0038458411674946549 0.017397979722358289 0.010789925905565422 0.012522485535591842 0.011511545062486856 0.021460857916218764 0.013867674194849456 -0.001293613678829458 0.010350675038062036 0.0088211940969490713 0.012011773734896754 -0.0052741683648491744 0.013987947097484722 0.019476598055401185 0.012933514809066599 0.018934290572183161 0.02133101958392708 0.0024649056512862444 0.012244015536271037 0.010771395542277871 0.015090174905102081 0.026415202915668491 0.019873135826992294
leaf_weight=20 85 35 82 21 58 80 20 20 25 75 20 53 61 39 26 20 62 24 24 48 333 22 41 1075 20 24 22 36 20 630
leaf_count=20 85 35 82 21 58 80 20 20 25 75 20 53 61 39 26 20 62 24 24 48 333 22 41 1075 20 24 22 36 20 630
internal_value=0 0.0121423 0.0109544 0.0201439 0.0123022 0.0206957 0.0204845 0.0112846 0.00836386 0.0128013 0.0134772 0.014541 0.0164165 0.0179527 0.00419653 0.0183332 0.0112858 0.00561487 0.00416652 0.0186961 0.0192726 0.0206096 0.02053 0.0206922 0.0074937 0.0176759 0.0160838 0.0190965 0.0198697 0.0207923
internal_weight=0 730 645 2391 515 1910 1830 433 148 285 265 225 150 481 61 460 87 130 106 440 392 1810 1790 1727 40 82 63 97 353 1705
internal_count=3121 730 645 2391 515 1910 1830 433 148 285 265 225 150 481 61 460 87 130 106 440 392 1810 1790 1727 40 82 63 97 353 1705
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 1 150 3 4 1 47 2 148 0 1 0 3 3 1452 4 0 0 4 42 1209 16 39 160 16 0
split_gain=2.91782 0.42562 0.375763 0.295893 0.314705 0.270692 0.252912 0.186622 0.184185 0.178026 0.17319 0.163275 0.158141 0.153169 0.131557 0.124234 0.148206 0.125956 0.117396 0.114671 0.137519 0.10893 0.108665 0.18021 0.098211 0.122076 0.0929783 0.11555 0.101192 0.0919501
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.08864000000000001 0.084680000000000019 0.10542000000000001 0.053180000000000012 0.12958500000000003 0.077555000000000013 0.14285500000000004 -1.0000000180025095e-35 -0.014954999999999998 0.095695000000000016 -0.077639999999999987 -0.059315 -0.15713499999999997 0.094585000000000016 -0.085594999999999991 -0.13455999999999999 0.024095000000000002 -0.14098499999999997 0.084635000000000016 -0.074484999999999982 -0.074929999999999983 0.10166000000000001 -0.022194999999999996 -0.034884999999999992 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 10 11 13 15 12 26 -2 -3 14 29 16 18 -17 19 -4 -21 -11 23 -19 -24 -26 27 -1 -29 -7
right_child=1 9 8 -5 -6 7 -8 -9 -10 21 -12 -13 -14 -15 -16 17 -18 22 -20 20 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.013662620006306542 0.015704939934383971 0.0018740451429039241 0.021029674300180486 0.022648516460321844 0.0037009231083524915 0.01186844413727522 0.007948457134359448 0.020355682357869768 0.015854336780393195 0.0060310039880389996 0.025710433095693586 0.0073337678702686121 0.011623127443358453 0.0047850834848038081 0.010322219216895259 0.021235536514340264 0.027607335134719808 0.017087093086387867 0.026557018235325816 0.010568544179910705 0.018741759307265873 -0.0010594989996976576 0.010958499565127899 0.0059264656561224364 0.021323349628644656 0.016894011416849156 0.011280767392152204 0.016212075411209038 0.023492541020026521 0.019908575273372912
leaf_weight=42 170 20 233 48 26 25 82 27 247 130 25 27 99 29 89 76 21 39 21 21 1045 26 22 23 79 293 26 35 42 33
leaf_count=42 170 20 233 48 26 25 82 27 247 130 25 27 99 29 89 76 21 39 21 21 1045 26 22 23 79 293 26 35 42 33
internal_value=0 0.00986332 0.0178655 0.0152306 0.0143383 0.0150797 0.0126151 0.0126145 0.0184211 0.00707147 0.0180235 0.0145576 0.00998463 0.0114269 0.0127372 0.0187595 0.0192725 0.0174665 0.0191399 0.01902 0.0185807 0.00484925 0.0168383 0.0129469 0.0174507 0.0178347 0.0166982 0.0178818 0.0201832 0.016443
internal_weight=0 554 2567 447 399 373 279 203 2120 275 170 197 119 176 147 1873 1341 532 1320 1299 1066 156 456 62 394 372 145 119 77 58
internal_count=3121 554 2567 447 399 373 279 203 2120 275 170 197 119 176 147 1873 1341 532 1320 1299 1066 156 456 62 394 372 145 119 77 58
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 376 2 150 2 12 150 4 0 149 1 43 376 15 11 11 0 52 43 52 16 4 14 13 0 2
split_gain=2.36344 0.344753 0.304368 0.241826 0.224402 0.206119 0.249558 0.17197 0.165254 0.156685 0.153568 0.147244 0.152995 0.124732 0.120736 0.112005 0.123515 0.10221 0.0970792 0.186649 0.16655 0.12062 0.0925965 0.149991 0.0849528 0.19589 0.0819697 0.100194 0.102741 0.0816352
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.083785000000000012 0.10981000000000002 0.10980500000000001 0.25063000000000007 0.090285000000000018 0.091355000000000006 0.033845000000000007 -0.097024999999999986 0.07770500000000001 0.12000500000000001 -0.085594999999999991 0.083785000000000012 0.13592500000000005 1.0000000180025095e-35 0.080150000000000013 -0.11437499999999999 -0.046924999999999988 0.016310000000000002 0.056145000000000007 -0.073849999999999985 -0.046564999999999988 -0.45687499999999998 1.0000000180025095e-35 -0.036484999999999997 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 15 6 -2 22 13 18 24 12 -11 14 -3 -1 -17 -14 20 -20 -4 -21 23 29 -8 -26 -16 28 -28 -6
right_child=1 8 9 -5 7 -7 10 -9 -10 11 -12 -13 17 -15 26 16 -18 -19 19 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.01376769611662304 0.015446856154853273 0.0097545465460751914 0.009637250365882085 0.0050358654900143551 0.018152171620022275 0.0038021846366973477 0.0157356696304745 0.007291253496493612 -0.0015632686292519793 0.022502861896882189 0.0041119859519800758 0.013020999768083651 0.016112986988141089 0.014314490812830628 0.0096382889896631241 0.0025586943496018651 0.011436452491242173 0.0090387152907039445 0.025965891093821136 0.022530884239822628 0.01732173270572155 0.012436193208499202 0.011675402120454238 0.022733861946522497 0.014754158010085425 0.002042240006002513 0.0032388975480934245 -0.0022258784196784965 0.010509290689459215 0.013883432207651258
leaf_weight=74 126 74 29 30 96 32 31 21 24 37 41 175 744 22 29 25 42 21 37 20 1028 29 32 43 27 22 77 23 26 84
leaf_count=74 126 74 29 30 96 32 31 21 24 37 41 175 744 22 29 25 42 21 37 20 1028 29 32 43 27 22 77 23 26 84
internal_value=0 0.00887699 0.016079 0.0137076 0.0143314 0.0113536 0.012332 0.0159895 0.00636432 0.016579 0.00908834 0.0156491 0.0162225 0.00712234 0.00643139 0.0110859 0.00812386 0.0159188 0.0173738 0.0206047 0.0171109 0.0165565 0.0167058 0.0174277 0.0116387 0.00904677 0.00484485 0.0037416 0.00507414 0.0161601
internal_weight=0 554 2567 447 417 279 247 276 275 2120 121 977 802 251 229 141 67 765 1143 86 1057 49 255 223 80 49 155 126 103 180
internal_count=3121 554 2567 447 417 279 247 276 275 2120 121 977 802 251 229 141 67 765 1143 86 1057 49 255 223 80 49 155 126 103 180
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=31
num_cat=0
split_feature=1 52 3 12 2 457 0 4 12 14 10 50 44 0 160 49 52 12 40 4 3 2 0 43 400 48 52 1446 1212 1212
split_gain=1.91728 0.463658 0.319628 0.186414 0.207782 0.223754 0.15585 0.141837 0.135196 0.131971 0.136445 0.124221 0.123742 0.173861 0.197841 0.246562 0.129113 0.123639 0.207387 0.117031 0.11955 0.112896 0.103897 0.0982723 0.134873 0.111134 0.237196 0.0949235 0.0840194 0.102801
threshold=0.10124500000000002 -0.42635499999999998 0.31370500000000007 -1.0000000180025095e-35 0.11474000000000002 0.080930000000000016 0.22582000000000002 -0.011209999999999999 -0.42850999999999995 0.062655000000000016 -0.012544999999999999 0.12213000000000002 1.0000000180025095e-35 -0.13027499999999997 -0.046074999999999991 -0.0087849999999999977 0.039215000000000007 -0.10022999999999999 -0.063404999999999989 0.022185000000000003 0.10299500000000002 0.15950500000000004 -0.097734999999999989 0.0068900000000000012 -0.064794999999999978 0.093265000000000015 0.016565000000000003 0.11018500000000002 -0.030914999999999995 -0.087764999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 17 5 7 9 -5 -4 10 -1 -6 13 14 -12 -16 -17 -3 -19 20 22 -10 -15 25 -25 27 -27 28 29 -24
right_child=1 2 8 4 11 -7 -8 -9 21 -11 12 -13 -14 19 15 16 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0074659741760814751 0.015466199008287074 0.013320696111768485 0.0079942584676401963 0.019167453813843612 0.0065932189870666529 0.004545678320372927 0.0059527684142813087 0.012368904019049446 0.0031629717655722862 0.018594544031395672 0.0018977340031415225 0.014258433606475593 0.022215018793940545 0.02003899989442693 0.0084800934443544414 0.023619651988796567 0.012633650545030834 0.0076975788316569847 6.6528891391576611e-05 0.0129254313132895 0.0094744887720379575 -0.0055467225695875564 0.016780559858544826 0.020456637987867 0.012757272409503403 0.014864639715579825 0.0034031210548203929 0.020744557213038209 0.015353755431346996 0.02449047930893444
leaf_weight=26 97 25 35 41 137 29 20 122 46 89 20 25 22 45 57 23 20 147 47 264 36 22 98 25 253 84 23 37 1185 21
leaf_count=26 97 25 35 41 137 29 20 122 46 89 20 25 22 45 57 23 20 147 47 264 36 22 98 25 253 84 23 37 1185 21
internal_value=0 0.00900078 0.00807305 0.00899497 0.0104136 0.012639 0.0147426 0.014079 0.00294435 0.0148181 0.014668 0.00777612 0.0147526 0.0146777 0.010977 0.0127929 0.0185099 0.00670177 0.00584882 0.0148921 0.0151795 0.000345129 0.0152954 0.0151718 0.0134497 0.0155024 0.0124009 0.0157498 0.0156081 0.0181411
internal_weight=0 773 676 573 354 192 2348 163 103 2328 2239 162 2213 2191 120 100 43 219 194 2071 1807 68 1771 1726 278 1448 107 1341 1304 119
internal_count=3121 773 676 573 354 192 2348 163 103 2328 2239 162 2213 2191 120 100 43 219 194 2071 1807 68 1771 1726 278 1448 107 1341 1304 119
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 49 16 4 1 0 1 4 0 1 16 1 49 1 2 1 43 0 50 47
split_gain=55.984 8.82194 5.03972 4.23424 3.32846 2.66525 2.20029 2.03382 1.58809 1.55708 1.40302 0.946029 0.942643 0.831067 0.790127 0.708054 0.679166 0.5976 0.51121 0.477123 0.43789 0.427651 0.411894 0.409247 0.377106 0.367337 0.366267 0.363121 0.352612 0.294203
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.10613000000000002 -0.054984999999999992 -0.52595999999999987 -0.15289999999999995 0.089770000000000016 -0.095504999999999993 0.16175000000000003 -0.013125 0.14486500000000005 0.13075500000000004 -0.45661999999999997 0.12000500000000001 -0.009244999999999998 0.12958500000000003 0.088850000000000012 0.11866500000000001 0.0034250000000000005 -0.066689999999999985 0.086295000000000011 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 7 21 14 12 -4 23 -2 -7 -12 24 -16 28 18 26 -5 -19 -3 -22 -8 -1 -15 -14 -17 -6 -13
right_child=1 4 9 19 16 8 10 -9 -10 -11 13 29 17 25 15 27 -18 20 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012185921183770628 0.00064856258232086155 0.00037597392210919481 0.0010340993638518841 0.00055260979745451824 4.4803376776309131e-05 0.00066169516420831861 0.00094233634511079747 0.0015182367877132083 0.00069742937544908594 0.0005134313686806193 0.00082931407234247993 0.0011691797911719617 0.0012157571091760996 0.00047550618452873045 0.00086823401917867802 0.0011529199546560303 -0.00027699229997921003 0.0012223774594914963 0.00090632448650326326 0.00022549272349957998 0.00071172040378145293 9.3630549178469257e-05 0.0010077749746059163 0.00058885632648917967 0.0011478799431785649 0.00028214766467519374 0.0010486345665127624 0.0009125522793031898 0.00033038723421135313 0.00097468345166984124
leaf_weight=957 23 30 34 60 68 21 34 70 48 63 20 67 195 105 48 230 21 33 31 24 20 66 187 20 416 59 68 27 22 54
leaf_count=957 23 30 34 60 68 21 34 70 48 63 20 67 195 105 48 230 21 33 31 24 20 66 187 20 416 59 68 27 22 54
internal_value=0 0.000495376 0.00113393 0.000809006 0.000334685 0.001152 0.000432445 0.00119077 0.00103959 0.000695934 0.00053352 0.00101309 0.00106919 0.000451963 0.00117711 0.00108684 4.05253e-05 0.00108521 0.00114448 0.000459148 0.00101261 0.000181863 0.000979171 0.000811418 0.00119717 0.000405944 0.00117255 0.00112767 0.000114613 0.00108238
internal_weight=0 673 2448 228 445 2351 334 1748 603 97 238 144 555 184 1678 305 111 534 294 84 240 96 207 54 1373 164 263 257 90 121
internal_count=3121 673 2448 228 445 2351 334 1748 603 97 238 144 555 184 1678 305 111 534 294 84 240 96 207 54 1373 164 263 257 90 121
is_linear=0
shrinkage=0.00196078


Tree=4678
num_leaves=31
num_cat=0
split_feature=1 12 1 474 3 12 4 12 47 156 14 15 14 123 11 43 16 3 42 151 1 0 52 15 51 150 16 1 376 1
split_gain=1.84072 0.453079 0.264397 0.201731 0.196663 0.160948 0.157865 0.156759 0.1397 0.137853 0.13075 0.118468 0.122857 0.117295 0.117054 0.215634 0.212952 0.119859 0.152386 0.1106 0.132761 0.123934 0.11394 0.10263 0.169131 0.101089 0.0969763 0.094037 0.094064 0.110547
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.086280000000000009 0.31370500000000007 0.099815000000000015 -0.14098499999999997 -0.42850999999999995 0.080455000000000013 0.078780000000000003 -0.46166999999999997 0.024640000000000006 -0.10708499999999999 0.08128500000000001 1.0000000180025095e-35 0.035560000000000008 -0.23935499999999996 -0.11255999999999998 -1.0000000180025095e-35 0.050660000000000004 0.095950000000000021 -0.23001499999999997 0.10744000000000002 0.040760000000000005 0.089685000000000001 0.10375000000000002 -1.0000000180025095e-35 0.10389500000000002 0.083960000000000021 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 8 14 -5 -6 10 19 -2 12 -4 -10 17 16 -16 18 -3 20 21 -1 -23 24 -18 -12 27 -14 29 -29
right_child=4 5 11 6 7 -7 -8 -9 13 -11 25 -13 26 -15 15 -17 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.020700382358000542 0.012505256740842014 0.016581551375843228 0.013685370896589652 0.012444736994802953 0.0072752970311900271 0.012272395834764646 -0.00011971100699156522 -0.0013327380193264358 0.012689016463065689 0.017875847569297231 0.0036536748808244398 0.015210618151594763 0.0020985441470447066 0.0041084286357675288 0.006323510102395501 0.025686998955905441 0.01812494038685895 0.014477627994613105 0.0058626769705572065 0.0054853690788149835 0.0071297324402257809 0.014369030526699864 0.0065739846957678155 0.021882046025027246 0.0076268074634884084 0.010455080992184007 0.00075394015972657759 0.011357154253231928 0.0023868112690979618 0.0031294735125266017
leaf_weight=26 25 21 29 20 34 368 20 56 66 63 137 23 26 21 21 25 57 1614 36 20 30 127 22 34 21 26 24 89 20 20
leaf_count=26 25 21 29 20 34 368 20 56 66 63 137 23 26 21 21 25 57 1614 36 20 30 127 22 34 21 26 24 89 20 20
internal_value=0 0.0135338 0.0109919 0.012817 0.0059767 0.0141805 0.00616251 0.00191919 0.00730461 0.0137413 0.00577137 0.00840039 0.00764733 0.0106178 0.0145645 0.0171661 0.0155644 0.0143185 0.00981174 0.0125836 0.0132761 0.0143297 0.0132181 0.0172971 0.0152985 0.00473856 0.0066691 0.007585 0.00869079 0.00984749
internal_weight=0 2756 559 328 365 2197 40 90 275 288 188 231 208 87 1829 158 133 1671 57 225 205 175 149 112 78 163 179 155 129 109
internal_count=3121 2756 559 328 365 2197 40 90 275 288 188 231 208 87 1829 158 133 1671 57 225 205 175 149 112 78 163 179 155 129 109
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=31
num_cat=0
split_feature=1 4 1 4 15 12 2 155 0 2 2 1375 1 157 3 376 1 15 3 43 43 13 16 4 13 150 2 475 475 1420
split_gain=1.50116 0.246819 0.200833 0.169606 0.157317 0.153468 0.150071 0.149651 0.143236 0.156086 0.13884 0.124717 0.151832 0.120233 0.115162 0.140761 0.107753 0.0933556 0.142112 0.100902 0.106727 0.123234 0.104134 0.0879598 0.131955 0.0872457 0.086726 0.0862416 0.143932 0.0904335
threshold=0.10920500000000001 0.26450500000000005 0.091195000000000012 -0.17966999999999997 0.087260000000000018 0.090455000000000021 0.090425000000000019 0.10158500000000002 -0.067094999999999988 0.10252500000000002 0.25063000000000007 0.083830000000000002 0.086920000000000011 -0.081749999999999975 0.149315 0.083705000000000016 0.09253500000000002 -0.56368999999999991 -0.13309499999999996 0.0061450000000000003 -0.05647499999999999 -0.061684999999999997 -0.44310499999999992 -0.010655 -1.0000000180025095e-35 0.094605000000000009 0.11237500000000002 -0.088274999999999978 -0.10664 -0.083604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 -4 8 -6 27 13 9 -5 17 12 -8 -2 15 23 -7 -3 -19 20 21 -20 -22 24 -15 -16 -25 28 -1 -29
right_child=1 10 3 4 5 16 11 -9 -10 -11 -12 -13 -14 14 25 -17 -18 18 19 -21 22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=0.014679342017255046 0.00086278700979337808 0.011062683142255992 0.014575978864245321 0.011340381999560181 0.020669911950826646 0.0045078417612239722 0.011814222185748284 0.016707389248503287 0.0030868071175756909 0.0061407659998740597 -0.0026965561245257657 0.018486086248109736 0.0035687094392335933 0.010125751048326493 0.0081668060994707064 0.003717312642506191 0.012535316253528364 0.0097430138372477486 0.0051578053529374307 -0.0014142536667973869 0.0031432351333280217 -0.0034920708376115989 0.010203128335609412 0.011534455783951743 0.020648663326904751 0.00072587492876874209 0.0045003745020949287 0.020060407137498262 0.0029580201860517265 0.013588591906587561
leaf_weight=22 21 25 91 155 20 20 769 22 42 92 24 27 23 26 40 28 102 44 40 35 39 28 45 65 22 26 24 22 20 1162
leaf_count=22 21 25 91 155 20 20 769 22 42 92 24 27 23 26 40 28 102 44 40 35 39 28 45 65 22 26 24 22 20 1162
internal_value=0 0.00666409 0.0124038 0.0106531 0.00982486 0.0125504 0.0128507 0.00879781 0.00848566 0.00940368 0.00457609 0.0118026 0.0115748 0.00810729 0.00876588 0.010178 0.0112193 0.0052579 0.00462967 0.00342654 0.00454119 0.00159609 0.00692532 0.0114985 0.0149488 0.00523553 0.00963762 0.0135509 0.00909776 0.0137088
internal_weight=0 554 2567 522 431 142 2045 274 289 247 280 819 792 252 231 165 122 256 231 187 152 68 84 137 48 66 89 1226 42 1184
internal_count=3121 554 2567 522 431 142 2045 274 289 247 280 819 792 252 231 165 122 256 231 187 152 68 84 137 48 66 89 1226 42 1184
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=31
num_cat=0
split_feature=1 2 9 0 3 44 4 52 2 39 12 13 3 1446 1447 402 475 2 2 42 3 12 49 4 1419 3 2 49 3 0
split_gain=1.22679 0.277968 0.203464 0.179412 0.166919 0.164636 0.135531 0.134757 0.132534 0.123576 0.118519 0.114761 0.114233 0.146411 0.12657 0.105554 0.105819 0.103729 0.100752 0.128291 0.0947249 0.0848718 0.110528 0.0920242 0.0912879 0.136655 0.0949211 0.112631 0.108866 0.0900702
threshold=0.11690500000000002 0.10045500000000002 -1.0000000180025095e-35 -0.13843999999999998 0.30112000000000005 1.0000000180025095e-35 -0.082249999999999976 0.090245000000000006 0.15361500000000003 0.088025000000000006 -0.42850999999999995 -0.28558999999999996 -0.15956499999999998 0.088360000000000008 -0.085684999999999997 0.10842 -0.029109999999999997 -0.22171999999999997 0.085045000000000023 0.087825000000000014 0.092670000000000016 0.097145000000000023 0.12073000000000002 0.09173000000000002 0.086325000000000013 -0.081924999999999984 0.11362000000000001 -0.013049999999999997 -0.24210499999999999 -0.064754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 9 6 12 -3 11 -2 -6 -5 -4 14 -14 16 -16 -8 19 -18 -19 24 23 -23 25 26 27 -13 -29 -30
right_child=4 3 5 8 10 -7 17 -9 -10 -11 -12 21 13 -15 15 -17 18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0045870026323671749 0.0081244814668211922 0.0052183963025450334 0.018472611270844937 0.0032708729220931199 0.0063031185548478629 0.02073036773421336 0.0039546747528947891 0.013800924005252974 0.0023778913365233513 0.0039671642055812608 -0.0009458683844249168 0.0037955980701372032 0.019873328264802696 0.0049423596705310052 0.0066282187774777419 0.006617023505636358 0.014082578988245099 0.011336094647417265 0.01179553323854677 0.02251125928014517 0.0061411794423798308 0.011403038999204466 0.0037182109430432321 0.0055368072804853775 0.018556874860078097 0.013909619429815112 0.0029474254874956043 0.017595715913921596 0.014148129079313504 0.005180417369895926
leaf_weight=41 156 142 35 21 34 20 20 21 21 132 67 20 25 24 25 28 186 1404 212 20 36 141 30 33 20 116 21 25 21 24
leaf_count=41 156 142 35 21 34 20 20 21 21 132 67 20 25 24 25 28 186 1404 212 20 36 141 30 33 20 116 21 25 21 24
internal_value=0 0.0109946 0.0115616 0.00920021 0.00499233 0.0117021 0.0116125 0.00632412 0.0101511 0.00621904 0.00149438 0.010497 0.0129427 0.0125705 0.0129396 0.0125716 0.012948 0.0111069 0.0133259 0.0149009 0.0112062 0.0108334 0.00932397 0.0102905 0.0120801 0.0115095 0.00900127 0.0104138 0.0123048 0.00936535
internal_weight=0 2732 2076 656 389 2035 2015 163 493 288 101 472 555 520 496 471 443 1460 418 206 1440 451 204 174 247 227 111 90 70 45
internal_count=3121 2732 2076 656 389 2035 2015 163 493 288 101 472 555 520 496 471 443 1460 418 206 1440 451 204 174 247 227 111 90 70 45
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 15 12 2 4 4 4 0 16 0 2 3 14 158 4 15 13 12 43 2 49 10 40 0 12 4
split_gain=30.1406 3.62951 3.56254 2.35901 1.86684 1.30761 1.24968 1.08644 1.02045 1.01114 0.979158 0.920854 0.806864 0.903673 0.805857 0.749533 0.716612 0.446089 0.556861 1.09079 0.465476 0.440069 0.43272 0.740968 0.38914 0.377247 0.366282 0.354601 0.292655 0.275288
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.024640000000000006 0.090285000000000018 0.17025000000000004 0.40945500000000007 0.2623950000000001 0.033845000000000007 -0.23194499999999998 0.19444000000000003 -0.067094999999999988 0.092235000000000025 0.30112000000000005 0.076175000000000007 0.07968500000000002 -0.059649999999999988 -0.03241999999999999 0.0045550000000000009 0.13597000000000004 -0.081289999999999987 0.11177500000000001 -1.0000000180025095e-35 -0.38124499999999995 -0.0061149999999999998 -0.13455999999999999 -0.083994999999999986 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 12 16 8 15 29 21 -1 13 14 24 26 27 18 20 -20 -13 -8 28 -24 -6 -9 -3 -4 -2 -5
right_child=1 7 6 9 5 -7 10 25 -10 -11 -12 17 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014041252208478524 0.00022950626581030734 0.00050663182589028651 0.0008714854315507646 0.0011361886025465968 0.0007574265316019163 0.001230514891111717 0.001070036627388142 0.00027692880464831609 0.00034552284602719938 0.00062438142166345147 0.00089756497629939409 0.0011687897955329201 0.0010543777455204451 0.00035461687525083197 0.00061459599730349695 0.0002849802320056102 0.0013677291457762802 0.0012006252339113556 0.00096205471869715718 0.00043929651523935914 0.00081275118350544392 0.00082397724100671322 0.00088770021881806854 0.00054414259533867447 0.0010710247687144082 -6.2450334685398089e-05 0.00078633757103405307 0.0011229607751546532 0.00056092361243916498 0.00091662473914002176
leaf_weight=22 21 27 22 46 32 21 768 34 132 32 171 48 24 29 90 22 46 29 57 21 20 29 31 109 29 20 54 1073 20 42
leaf_count=22 21 27 22 46 32 21 768 34 132 32 171 48 24 29 90 22 46 29 57 21 20 29 31 109 29 20 54 1073 20 42
internal_value=0 0.00055898 0.00105111 0.000709673 0.000886656 0.000764626 0.00108402 0.000402029 0.000459659 0.000922859 0.0010322 0.00102603 0.000716666 0.000671638 0.000732523 0.000605931 0.00112798 0.000978499 0.000934379 0.000821312 0.00106407 0.00106108 0.000568333 0.000620216 0.000906514 0.000151233 0.000693102 0.00111791 0.000391173 0.0010314
internal_weight=0 590 2531 301 422 225 2109 289 235 120 968 197 204 180 151 103 1141 175 146 78 68 797 181 140 61 54 81 1095 41 88
internal_count=3121 590 2531 301 422 225 2109 289 235 120 968 197 204 180 151 103 1141 175 146 78 68 797 181 140 61 54 81 1095 41 88
is_linear=0
shrinkage=0.00196078


Tree=4682
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 2 34 48 1 2 2 16 9 4 31 47 4 14 12 42 129 403 49 133 0 403 15 52
split_gain=1.14746 0.283881 0.178707 0.213957 0.250143 0.141214 0.13907 0.135723 0.136686 0.130665 0.176615 0.113879 0.143722 0.110509 0.108148 0.122958 0.101972 0.0942182 0.091939 0.104316 0.0849005 0.089705 0.0991978 0.0938728 0.096665 0.0832455 0.124074 0.0828032 0.0722998 0.0655097
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -0.11171999999999999 0.17760500000000004 -0.021334999999999996 0.083685000000000009 0.086255000000000012 0.11870500000000002 -0.15339499999999998 -0.11118499999999999 0.081890000000000004 0.40124500000000002 -0.077289999999999984 0.11596500000000001 -0.04890499999999999 -0.46166999999999997 0.095780000000000018 -0.14148999999999998 0.102035 -0.072624999999999981 0.12595000000000003 0.086990000000000012 -0.10474999999999998 -0.27700499999999995 0.13592500000000005 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 -6 8 16 10 -4 12 -10 -9 15 20 -2 -14 -13 -20 -3 -22 23 27 28 26 -11 -23 -25 -12
right_child=7 14 3 -5 5 -7 -8 13 11 25 29 18 17 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00049358515086798721 0.0047615671281478018 0.011483531001573462 0.0084659706222854798 0.017492698638566905 0.003447669388159462 0.0053821569738316949 0.011551620712249161 0.0043112107051106602 0.0027927855167675904 0.0061257026461965366 -0.0052148856561292306 0.010166507100411065 0.014150057340351244 -0.0050988381350180138 0.0171793354153312 0.0043256965668492572 -0.0040504099548949552 0.0066779089349977396 0.010165592005831146 0.0025061339932829566 0.015886814745143054 0.010754046993758027 0.0034754802511694528 0.010124140975520798 0.0035555066845888552 0.0045133364849093858 0.01689520278479904 0.016657238730362484 0.0042067653965204956 0.0019693799844632547
leaf_weight=26 29 1598 31 28 23 55 267 26 27 23 22 26 45 24 29 27 24 27 21 116 25 74 24 336 27 34 20 35 22 30
leaf_count=26 29 1598 31 28 23 55 267 26 27 23 22 26 45 24 29 27 24 27 21 116 25 74 24 336 27 34 20 35 22 30
internal_value=0 0.0106011 0.00858904 0.00898394 0.00851217 0.0100278 0.0109089 0.00463445 0.00540271 0.00524405 0.00249155 0.00633962 0.00901476 -0.000205613 0.011113 0.0110319 0.000771238 0.011348 0.00471484 0.00368021 0.0111165 0.0100362 0.00975381 0.0100588 0.00932535 0.00821102 0.0111348 0.0126496 0.0097605 -0.00107012
internal_weight=0 2756 559 533 505 345 290 365 315 160 83 262 99 50 2197 2168 53 72 163 137 2141 543 518 494 385 77 43 109 358 52
internal_count=3121 2756 559 533 505 345 290 365 315 160 83 262 99 50 2197 2168 53 72 163 137 2141 543 518 494 385 77 43 109 358 52
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=31
num_cat=0
split_feature=1 2 30 0 44 3 3 48 14 457 0 2 13 13 4 4 159 159 4 51 13 39 12 10 2 43 11 52 3 2
split_gain=0.930024 0.210705 0.152863 0.145322 0.137385 0.135326 0.130827 0.121479 0.118585 0.112511 0.121005 0.110108 0.11265 0.106646 0.105373 0.206731 0.123244 0.100375 0.0999928 0.106758 0.0969074 0.101075 0.0919989 0.0897632 0.0848621 0.122469 0.0766003 0.136847 0.0760876 0.0853102
threshold=0.11690500000000002 0.10045500000000002 0.085185000000000025 -0.14454499999999995 1.0000000180025095e-35 0.0022600000000000003 0.30112000000000005 0.084670000000000009 0.076975000000000002 0.098180000000000003 -0.23811499999999999 0.15361500000000003 -0.41572999999999993 -0.47860499999999995 -0.35136499999999998 -0.14098499999999997 -0.032739999999999991 0.09320500000000001 -0.04890499999999999 -0.40274499999999996 -0.15714499999999998 0.10076500000000001 0.090345000000000023 -1.0000000180025095e-35 -0.090999999999999984 -0.079734999999999986 0.075910000000000019 0.016565000000000003 0.090900000000000009 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 7 18 -3 14 10 -7 12 -5 -8 16 -16 -1 -15 -2 -20 -21 23 -18 -22 25 -17 -10 -28 29 -26
right_child=6 3 -4 11 -6 9 13 -9 26 -11 -12 -13 -14 17 15 24 22 -19 19 20 21 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.020198126500472428 0.010888582868501544 -0.0046191373404802843 0.0035984808822427622 0.0035865617789594194 0.018419369985349477 0.0064154521866646858 0.0041543551807990296 0.0048579393555165124 0.009490108208747525 0.001640965421462343 0.015989912106570872 0.001666098531512987 0.0094694319049457229 -0.006607742760330439 0.0016736148134617497 0.00030549719019538977 0.013751426358552031 0.0028968601897940973 0.01073882024459265 0.010570391287494985 -0.00093470932105961058 -6.401853791785316e-05 0.0059421950697221542 0.0058505870150838751 0.010554841639283866 0.010981954906934075 0.020687618514458682 0.010591700522229075 0.0057035324379103268 0.0089972002065873569
leaf_weight=20 30 21 36 35 20 33 56 38 27 21 22 21 465 25 31 22 48 20 27 21 23 59 22 128 1245 21 29 25 40 490
leaf_count=20 30 21 36 35 20 33 56 38 27 21 22 21 465 25 31 22 48 20 27 21 23 59 22 128 1245 21 29 25 40 490
internal_value=0 0.00956434 0.010058 0.00800206 0.010172 0.00507813 0.00433823 0.00148474 0.0100903 0.00786774 0.0102452 0.0087597 0.00905763 0.00124146 0.00993374 0.0097711 0.0132751 -0.00238347 0.00542425 0.00478886 0.00409341 0.00344571 0.0112971 0.00481707 0.00990918 0.00551958 0.0138391 0.0160136 0.0100155 0.0101149
internal_weight=0 2732 2076 656 2040 135 389 59 2020 76 55 521 500 101 1939 1849 90 45 288 258 231 210 70 151 1818 43 81 54 1775 1735
internal_count=3121 2732 2076 656 2040 135 389 59 2020 76 55 521 500 101 1939 1849 90 45 288 258 231 210 70 151 1818 43 81 54 1775 1735
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=31
num_cat=0
split_feature=1 12 483 4 15 15 3 0 1 45 12 4 3 2 4 4 16 47 40 52 16 0 16 1419 15 0 1 12 12 16
split_gain=0.754654 0.187812 0.160427 0.126732 0.151197 0.250448 0.198165 0.24606 0.112243 0.11196 0.110966 0.0868708 0.10269 0.18624 0.124293 0.0959371 0.107915 0.085677 0.0976413 0.0847346 0.0828335 0.0996782 0.078402 0.0760513 0.0827745 0.123953 0.116447 0.0754914 0.0740006 0.0741163
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -0.17966999999999997 0.035560000000000008 -0.015744999999999999 0.11296500000000002 -0.071924999999999989 0.16773500000000005 0.081955000000000014 -1.0000000180025095e-35 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.097604999999999983 -0.46376499999999993 0.029300000000000003 0.085505000000000012 -0.0087249999999999984 -0.089199999999999988 -0.45661999999999997 -0.053834999999999994 0.23311500000000004 0.083440000000000014 1.0000000180025095e-35 0.062580000000000011 0.081670000000000006 0.097145000000000023 0.082480000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 9 7 -7 17 19 -4 12 13 -3 15 -14 -17 -2 -19 -5 -13 27 -12 24 25 -15 -26 -22 -16 -30
right_child=8 11 3 4 -6 6 -8 -9 -10 -11 22 20 14 23 28 16 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.014970717031489281 0.0031861044904255608 0.019573252215981485 0.003348006838932634 0.0097111671404154221 0.012546044006012381 0.0093841562971162303 -0.0083455208502709859 -0.0040487971492111684 -0.0030133073744566547 0.01363143806894576 0.016441313487788042 0.0098934624044307966 0.0098085964349313437 0.00061678887744035047 0.014204197843430627 0.006648098923265934 -0.0030757757657695387 0.0016550059463562713 0.0086143995990924961 0.0053704777898026298 0.0070136734722921999 0.01286011257674545 0.0094880493978271273 0.015485631978220267 0.0081976059819916618 0.0097196653586042181 0.018264996197540313 0.0026504139279177976 0.0094250393019559391 0.0076816496346692785
leaf_weight=24 242 25 20 54 32 30 20 25 23 21 24 88 26 21 29 25 21 28 72 269 107 20 50 23 27 52 20 63 1342 298
leaf_count=24 242 25 20 54 32 30 20 25 23 21 24 88 26 21 29 25 21 28 72 269 107 20 50 23 27 52 20 63 1342 298
internal_value=0 0.00858756 0.00696914 0.00661678 0.0059206 0.0054146 0.000178591 0.00327827 0.00374879 0.00655617 0.00995696 0.00900863 0.00924914 0.0116102 0.0090213 0.00495326 0.00220894 0.00420355 0.00666577 0.00609617 0.00735707 0.00618232 0.0117432 0.010218 0.00920842 0.00710103 0.0124816 0.0053967 0.0091968 0.00910825
internal_weight=0 2756 569 545 451 419 75 55 365 344 94 2187 1909 168 1741 72 46 342 100 323 278 190 74 143 120 73 47 170 1669 1640
internal_count=3121 2756 569 545 451 419 75 55 365 344 94 2187 1909 168 1741 72 46 342 100 323 278 190 74 143 120 73 47 170 1669 1640
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=31
num_cat=0
split_feature=4 2 149 1 457 10 4 48 0 2 48 42 42 48 1 42 52 16 10 16 4 1 50 1444 43 0 11 51 3 402
split_gain=0.630895 0.211559 0.166888 0.146987 0.164287 0.135023 0.0845492 0.103123 0.11975 0.0958817 0.12779 0.0809124 0.0760875 0.072716 0.0731475 0.0719398 0.0699919 0.213234 0.0695371 0.0629686 0.0613748 0.123664 0.0978487 0.098171 0.103118 0.119346 0.105639 0.113423 0.125186 0.0938924
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 0.091195000000000012 0.079590000000000008 -0.079859999999999987 -0.39518999999999993 -0.072824999999999987 -0.040504999999999992 0.10222000000000002 0.081805000000000017 0.11457500000000002 0.12074000000000001 0.12118000000000002 0.12000500000000001 0.08623500000000002 -0.065544999999999978 -0.39185999999999993 0.10223 -0.5315899999999999 0.0052350000000000009 0.083345000000000016 -1.0000000180025095e-35 -0.083894999999999983 -0.0019149999999999998 -0.097274999999999986 1.0000000180025095e-35 0.11548000000000001 -0.10831999999999999 0.090595000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 19 6 -2 -5 -8 9 11 -11 -9 -13 14 -7 -6 -16 18 -18 -1 22 -22 -21 -24 25 -25 27 28 -26 -27
right_child=2 -3 -4 4 15 13 7 8 -10 10 -12 12 -14 -15 16 -17 17 -19 -20 20 21 -23 23 24 26 29 -28 -29 -30 -31
leaf_value=0.012966067447060987 -0.0029268093717594941 -0.00023252055698046181 0.010638672331281539 0.0098629453580598436 0.0010300797683632245 0.0055852898741373799 0.013703563632443547 0.0082912593894336074 0.00098426842841466806 -0.0010331455854611705 0.0063691362290545688 0.00034158189125635006 0.0081685921855513821 -0.0018043373674154284 -0.0022229373529886027 0.0075971150728450579 0.0029299276532660542 0.011924196006325277 -0.0033629873782629149 0.015383069817908109 0.0074519637011690072 -0.00032274770465764134 0.0015525895037821361 0.01316525300092522 -0.00015445967966859993 0.0083367347620154873 0.014100957799348094 -0.00051653521135449406 0.0075931070391278156 0.011064975436391502
leaf_weight=28 39 33 28 98 69 125 20 296 38 32 86 27 23 25 28 22 59 23 25 20 292 22 21 63 22 970 21 20 401 145
leaf_count=28 39 33 28 98 69 125 20 296 38 32 86 27 23 25 28 22 59 23 25 20 292 22 21 63 22 970 21 20 401 145
internal_value=0 0.00772642 0.00323181 0.00782242 0.00658545 0.00259171 0.00716781 0.00666182 0.00638128 0.00682327 0.00436174 0.00766275 0.00394201 0.00334687 0.00384218 0.00261771 0.00222819 0.00339297 0.00105704 0.00825673 0.0081907 0.00690724 0.00843016 0.00834654 0.00843343 0.00893079 0.00717075 0.00684223 0.00719016 0.00869153
internal_weight=0 2769 352 2736 711 324 620 522 502 464 118 346 50 285 260 91 135 107 84 2025 1997 314 1683 1663 1642 1178 464 443 423 1115
internal_count=3121 2769 352 2736 711 324 620 522 502 464 118 346 50 285 260 91 135 107 84 2025 1997 314 1683 1663 1642 1178 464 443 423 1115
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=31
num_cat=0
split_feature=4 2 149 3 10 44 30 1 457 11 11 1446 4 16 4 0 48 132 3 3 1444 132 156 12 0 484 2 49 43 3
split_gain=0.511025 0.171363 0.135179 0.120996 0.109369 0.102519 0.110302 0.0870136 0.155063 0.100597 0.109602 0.109883 0.128998 0.105265 0.0995808 0.0966414 0.160259 0.0833786 0.0805097 0.0773142 0.0742928 0.0715714 0.0689406 0.0748412 0.108365 0.126043 0.0729644 0.0687248 0.0675244 0.107608
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 0.20828500000000003 -0.079859999999999987 0.081805000000000017 0.088065000000000018 0.089625000000000024 0.080930000000000016 0.086080000000000018 0.080705000000000013 0.11483500000000001 -0.49405499999999997 0.042200000000000008 -0.15464999999999998 -0.14454499999999995 0.090885000000000007 0.13958500000000004 -0.045649999999999989 -0.020429999999999997 -1.0000000180025095e-35 0.098600000000000007 -0.031569999999999994 0.083715000000000026 -0.082009999999999986 -0.092784999999999992 0.08919500000000001 -0.061079999999999988 0.0068900000000000012 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 7 9 15 10 11 12 18 17 -15 16 -9 21 -1 -10 -17 28 -16 -24 26 -26 -25 -21 29 -14
right_child=2 -3 -4 -5 -6 -7 -8 8 19 -11 -12 -13 13 14 22 20 -18 -19 -20 27 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.016419916093349456 -0.0026341284243151164 -0.00020926848872367183 0.0095748051676699635 0.0027772571828413323 0.0030121835122464977 0.012045491671943595 -0.00015278102697006296 -0.0018737543361567078 -0.0031418708973519859 0.00041223055683076387 0.014402831952168566 0.0012399230967275799 0.00818434031409674 0.00021657819704463084 0.010299395340671008 0.013103741109371188 0.0089362222972946877 0.0022318936259209834 0.0090739461066117952 0.0066152678903292966 0.0068935142572197697 0.011558260560035706 0.010816859367769213 -0.0034671377432955938 0.013636582423350774 0.0051610039976926958 0.0047736527575623425 -0.00017179185897111895 0.0063175302654768272 0.00095902462933389928
leaf_weight=25 39 33 28 65 285 42 21 32 21 20 23 28 1117 30 37 20 24 27 37 37 523 50 25 22 20 143 21 25 280 21
leaf_count=25 39 33 28 65 285 42 21 32 21 20 23 28 1117 30 37 20 24 27 37 37 523 50 25 22 20 143 21 25 280 21
internal_value=0 0.00695378 0.00290862 0.00704018 0.00233253 0.00714392 0.00706561 0.00712373 0.00615305 0.00746745 0.00754148 0.00745768 0.00755153 0.00739646 0.00568027 0.00671434 0.00275909 0.00773855 0.012036 0.0021023 0.00712225 0.00783983 0.00629188 0.00564998 0.00502294 0.00620095 0.000557434 0.00387855 0.00770871 0.00805101
internal_weight=0 2769 352 2736 324 2671 2629 2608 682 1926 1906 1883 1855 1793 298 599 56 1495 62 83 543 1468 268 231 206 163 43 62 1418 1138
internal_count=3121 2769 352 2736 324 2671 2629 2608 682 1926 1906 1883 1855 1793 298 599 56 1495 62 83 543 1468 268 231 206 163 43 62 1418 1138
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 2 4 150 4 0 15 3 3 47 1 4 0 1 0 47 3 4 4 10
split_gain=47.1182 7.70259 4.85057 3.84743 2.80009 2.49092 1.80835 1.65492 1.30059 1.21405 1.09138 1.08125 0.809808 0.793101 0.67638 0.871603 0.847179 0.599545 0.560159 0.509955 0.46712 0.447605 0.503016 0.384459 0.428069 0.378927 0.372451 0.301557 0.274861 0.2729
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.14530500000000005 0.09253500000000002 0.17025000000000004 0.11474000000000002 0.40945500000000007 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.30112000000000005 0.0068900000000000012 0.090100000000000013 0.083345000000000016 -0.55119499999999988 -0.079119999999999982 0.076935000000000017 -0.030209999999999997 0.093140000000000014 -0.12711499999999995 -0.036839999999999991 0.015030000000000002 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 19 6 14 -4 13 -5 12 -6 17 23 15 16 -1 18 -9 -3 -16 -17 -23 24 28 -22 -24 -2 -7 -12
right_child=1 2 7 9 11 8 -8 10 -10 -11 29 -13 -14 -15 20 21 -18 -19 -20 -21 25 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012614376455520018 0.0012058360938932381 0.00044948647464930052 0.00072703867543876444 0.0010240238955332506 0.00099489188610536001 0.0010973479154031403 0.0014519740980199246 0.0003683002625597379 0.00062643913047295808 0.00056427162926637705 6.7429328519924014e-05 0.00051823833598177026 0.0001826261842486104 0.00070555410321791463 0.001093352046945076 0.0014421510027054158 0.00080949595678445974 0.00018190869631132844 0.00080145937813953913 0.00071345142404805029 0.00065241144707554259 0.0011808864438212759 0.00089700024246292952 0.0011582025158467552 0.00080279816944756391 0.001003237526065357 0.0011177404422803999 0.00093844951026969482 0.00097432637630577243 -0.00022122211936934322
leaf_weight=23 50 191 26 34 77 147 76 24 34 63 34 24 126 28 101 22 52 22 22 33 20 1169 32 92 33 29 360 24 133 20
leaf_count=23 50 191 26 34 77 147 76 24 34 63 34 24 126 28 101 22 52 22 22 33 20 1169 32 92 33 29 360 24 133 20
internal_value=0 0.000522303 0.000448574 0.00110811 0.000610585 0.0011239 0.00115568 0.000256406 0.000995711 0.000725422 0.000207066 0.000881628 0.000275692 0.00102471 0.00114323 0.00115463 0.000948091 0.000448137 0.000575463 0.000488374 0.00101714 0.00116442 0.0011605 0.00104677 0.00101402 0.000860043 0.00109972 0.00111912 0.00103891 -3.94786e-05
internal_weight=0 673 599 2448 325 2351 1884 274 467 97 248 101 194 433 1808 1658 75 68 46 224 150 1583 1561 405 313 49 392 74 280 54
internal_count=3121 673 599 2448 325 2351 1884 274 467 97 248 101 194 433 1808 1658 75 68 46 224 150 1583 1561 405 313 49 392 74 280 54
is_linear=0
shrinkage=0.00196078


Tree=4688
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 1 1 4 12 3 0 447 16 43 16 124 4 483 400 131 16 455 1 3 51 16 2 52 1 483
split_gain=0.558896 0.132821 0.130008 0.121258 0.132247 0.113097 0.105687 0.108301 0.101861 0.100477 0.0987374 0.0972936 0.096534 0.0994481 0.0933016 0.0909857 0.0892661 0.0857448 0.078613 0.0732644 0.0681915 0.0626693 0.0687917 0.0932419 0.102209 0.108821 0.0875173 0.140366 0.108499 0.0972483
threshold=0.11374000000000002 -1.0000000180025095e-35 0.081805000000000017 0.097070000000000004 -0.14454499999999995 0.10956 0.14860500000000001 -0.033174999999999989 -0.10022999999999999 -0.013929999999999998 -0.010949999999999998 0.089095000000000021 -0.054549999999999994 -0.04890499999999999 -0.5335399999999999 -0.085959999999999995 -0.0086549999999999978 0.086010000000000017 -0.07520499999999998 0.082070000000000018 -0.25582999999999995 0.088965000000000002 0.086105000000000015 -0.15956499999999998 0.11144500000000002 -0.059624999999999991 0.083715000000000026 -0.04127999999999999 0.080270000000000022 0.09444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 5 12 11 7 -2 -9 -10 20 21 13 -5 -15 -1 -14 -11 -6 -20 -8 22 23 -3 26 -26 27 -25 29 -28
right_child=6 2 -4 4 18 -7 10 8 9 17 -12 -13 16 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0063482271131942982 0.0078064694457377001 0.013745337514275755 0.013802342019043862 -0.00048385325575336111 0.00052689670119434597 0.015082554336113392 -0.0016480078264562922 0.0081372849902101359 0.0044447632430463426 -0.000569996623585625 -0.0057718401044522501 0.0016721837393041433 0.0037181889992207295 0.0043812057899424075 0.013037072531878949 -0.0030761737842112781 -0.0049141788065595474 0.0056282385485246778 0.0071976369209769677 0.0025376419562639463 0.0060597339218171932 0.013178870228584855 0.0065493803532807211 0.0029274015643057372 0.0068445273280348176 -0.0020076683500692958 0.0080896543658678915 0.011836604584407594 0.0023143935803091155 0.0031221335958235147
leaf_weight=20 63 27 30 21 20 20 22 38 147 110 22 28 25 33 20 21 23 28 537 36 24 20 498 21 41 21 1016 112 36 41
leaf_count=20 63 27 30 21 20 20 22 38 147 110 22 28 25 33 20 21 23 28 537 36 24 20 498 21 41 21 1016 112 36 41
internal_value=0 0.00716887 0.00725705 0.00718141 0.00607289 0.00760277 0.00337333 0.00401372 0.00327396 0.00262551 -0.000261809 0.00752239 0.0030745 0.00534 0.00764757 0.00152109 -0.000418154 0.000687616 0.00668975 0.00690486 0.00237342 0.00761176 0.00755034 0.00792941 0.0078075 0.0038462 0.00800782 0.0104299 0.0077131 0.00789697
internal_weight=0 2667 2626 2596 715 1881 454 386 323 285 68 1861 122 74 53 41 48 138 593 573 46 1833 1813 1315 1288 62 1226 133 1093 1057
internal_count=3121 2667 2626 2596 715 1881 454 386 323 285 68 1861 122 74 53 41 48 138 593 573 46 1833 1813 1315 1288 62 1226 133 1093 1057
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 4 1 0 4 13 52 2 0 12 14 50 49 4 4 15 2 2 0 43 0 47 47 42
split_gain=40.4675 4.78216 4.34536 3.61856 2.63689 2.27396 1.57386 1.16866 1.03948 0.815516 0.709883 0.67223 0.663174 0.848076 0.664198 0.646962 0.627836 0.591185 0.490679 0.435609 0.435287 0.812241 0.552417 0.388456 0.415907 0.361809 0.449897 0.356922 0.348856 0.334267
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.08864000000000001 0.095330000000000012 -0.17966999999999997 0.12958500000000003 -0.23194499999999998 0.23246000000000003 -1.0000000180025095e-35 0.08257500000000001 0.10402500000000002 -0.068189999999999987 0.11734000000000001 0.076175000000000007 0.041865000000000006 -0.012034999999999999 0.024790000000000003 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.088930000000000023 -0.13027499999999997 -0.074359999999999996 -0.23001499999999997 0.094160000000000008 0.090280000000000013 0.10755000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 11 9 16 -7 -5 -1 15 27 13 14 25 -8 23 -3 -6 -13 22 -22 -11 -4 -25 -9 -27 -2 -20 -17
right_child=1 17 6 8 18 7 10 12 -10 20 -12 19 -14 -15 -16 29 -18 -19 28 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014229348849060276 0.00042643838487722038 0.00012019699532995183 0.0011769047116776692 0.00054562341242693632 0.00071498246461737395 0.0011321286685590424 0.0010864730551616488 0.00069702277188280631 0.00026301639348968038 0.0012427667853923095 0.00071699463444597578 0.00093893015271976211 0.001042679099635007 0.00049058435133160971 0.00050562949876440061 0.0010045496191607326 0.0013857840559211034 0.00043403280533704103 0.0012196116656174555 0.00057023031929252191 0.0010420042187190769 0.00064051038252687016 0.00086031933479449325 0.00087762245887509579 0.0011238861157942344 0.0007649813872926376 0.0011211348003616519 0.00071789795231947155 0.0009682091900837076 0.0007557001703445168
leaf_weight=22 70 100 1045 116 20 31 427 32 88 53 25 28 22 59 26 49 47 30 32 22 76 26 20 28 452 25 30 21 63 36
leaf_count=22 70 100 1045 116 20 31 427 32 88 53 25 28 22 59 26 49 47 30 32 22 76 26 20 28 452 25 30 21 63 36
internal_value=0 0.000524686 0.00109493 0.00061853 0.000773774 0.000913299 0.00113127 0.000778618 0.000423715 0.00106712 0.00103962 0.000594054 0.000722129 0.000681129 0.000780617 0.00105538 0.00116257 0.000192621 0.000994125 0.000776702 0.00102239 0.000939663 0.00113799 0.0011557 0.00110952 0.000862797 0.000959247 0.000493698 0.00105289 0.000899155
internal_weight=0 590 2531 460 256 422 2109 225 204 197 537 141 194 172 113 512 1572 130 115 50 175 102 73 1525 480 87 55 91 95 85
internal_count=3121 590 2531 460 256 422 2109 225 204 197 537 141 194 172 113 512 1572 130 115 50 175 102 73 1525 480 87 55 91 95 85
is_linear=0
shrinkage=0.00196078


Tree=4690
num_leaves=31
num_cat=0
split_feature=1 2 30 0 4 1 1186 147 393 2 42 3 0 16 1 1 16 52 0 51 133 1429 1212 1213 15 13 51 484 0 160
split_gain=0.594577 0.12644 0.117015 0.102437 0.0992415 0.0822587 0.150117 0.118391 0.106404 0.0993358 0.0932458 0.0804235 0.0883496 0.122505 0.108691 0.0953785 0.0916233 0.158726 0.0938078 0.0862197 0.106776 0.116186 0.0817743 0.0843054 0.108723 0.127138 0.0799678 0.0892747 0.0898148 0.0743805
threshold=0.10920500000000001 0.13622000000000004 0.085875000000000021 0.22582000000000002 -0.036839999999999991 0.085760000000000017 0.060550000000000007 0.08598500000000002 0.088965000000000002 0.099185000000000009 0.11551500000000002 0.10732000000000001 -0.11991499999999998 -1.0000000180025095e-35 0.084785000000000013 0.080270000000000022 0.19444000000000003 0.060015000000000006 -0.080499999999999988 -0.085534999999999986 0.085760000000000017 0.057970000000000008 0.11796000000000001 0.104315 0.088990000000000014 -0.015039999999999998 -0.24107999999999999 -1.0000000180025095e-35 -0.12333499999999999 0.087570000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 10 7 8 26 -9 11 12 13 -1 15 16 19 18 -18 20 21 -14 23 -21 25 -25 -7 -28 29 -29
right_child=1 -3 -4 -5 -6 6 -8 9 -10 -11 -12 -13 14 -15 -16 -17 17 -19 -20 22 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0092282576090496025 0.010404728557064979 0.0015508197161163821 0.00061644830397869412 0.000573572347109968 0.0048975713154903282 0.01304128387931823 -0.0015691347885876895 -0.0022582555618137121 0.014366572163999081 0.0059470858463707074 0.0049591787860494892 0.0021200116430206794 0.011897054421050209 0.017569392706666673 0.01403011713201912 0.0024252034349818573 0.0016789968960500999 -0.0026737927115755159 0.0079966425161523327 0.0079993940962210554 0.015160961463851364 0.0026230111845176331 0.012548844937889561 -0.0028598463861271742 0.01080662716063671 0.006851261388510466 0.0098607881651998214 0.0015194983043271813 0.0069050851471535325 0.0071683286865418033
leaf_weight=109 37 177 57 22 283 21 22 25 20 36 108 23 35 21 28 33 29 20 124 1060 38 22 37 26 20 28 82 63 478 37
leaf_count=109 37 177 57 22 283 21 22 25 20 36 108 23 35 21 28 33 29 20 124 1060 38 22 37 26 20 28 82 63 478 37
internal_value=0 0.00375563 0.00479078 0.00736793 0.00553434 0.00742666 0.0065746 0.00680972 0.00717742 0.00258424 0.007806 0.007992 0.00807485 0.0105757 0.00785811 0.00774071 0.00786261 0.00570404 0.00679918 0.00815758 0.0110549 0.0083176 0.00792253 0.00777158 0.00450827 0.00217554 0.00696628 0.00677299 0.00633493 0.00360957
internal_weight=0 554 377 2567 320 2545 784 762 701 61 1761 1653 1630 130 1500 1472 1439 173 153 1266 95 57 1171 1134 74 54 681 660 578 100
internal_count=3121 554 377 2567 320 2545 784 762 701 61 1761 1653 1630 130 1500 1472 1439 173 153 1266 95 57 1171 1134 74 54 681 660 578 100
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=31
num_cat=0
split_feature=4 2 3 149 106 44 10 39 13 13 457 4 13 14 16 3 3 484 43 3 483 1 2 13 16 157 0 4 12 13
split_gain=0.490404 0.165805 0.129514 0.115945 0.0951279 0.0975154 0.0934892 0.0902725 0.12475 0.0886915 0.0854985 0.0762846 0.112388 0.105373 0.102661 0.147414 0.197043 0.10363 0.0960922 0.0883102 0.0910457 0.0954795 0.0835589 0.11978 0.114389 0.0825286 0.0992397 0.082279 0.0795308 0.142776
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 0.085655000000000009 0.081805000000000017 -0.079859999999999987 0.10076500000000001 0.27020000000000005 0.14871000000000004 0.31508000000000008 -0.49405499999999997 0.054800000000000008 0.076975000000000002 -0.071854999999999988 -0.10217499999999997 -0.13309499999999996 -0.0082299999999999995 -0.14035499999999998 -0.079594999999999985 -0.06916499999999999 0.085475000000000009 0.090790000000000023 -0.083894999999999983 -0.065999999999999989 -0.07686999999999998 -0.14794999999999997 -0.0060199999999999993 0.09320500000000001 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 -2 8 10 -9 11 28 13 14 17 16 -16 27 -19 22 21 -21 24 -24 -17 -22 -27 -13 -1 -30
right_child=3 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 12 -14 -15 15 19 -18 18 -20 20 25 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.01078451194793969 -0.0025872164668563086 -0.00054495222019878306 0.0021755275230568192 0.0087120180849784203 0.00118599625064 0.011855618742521147 0.002633119185430635 0.0056802082761553017 0.012701813553326897 -0.002625346787754097 0.00062119895794793321 0.016337346294451327 0.0046255428847255496 0.010754691530019046 0.0066538238508181404 -0.0004824463997713544 -0.0069179238099604844 0.012646628219273785 0.0069722436025813298 -0.0038473000927340423 0.0014230387259158307 0.0056885735176148873 0.016187642658637327 0.0080375829741824428 0.0069211060622692104 0.012561744245138709 0.005816422419439987 0.0090321085401228636 -0.00070902602747082712 0.010353487616105538
leaf_weight=90 39 33 65 28 31 37 285 36 35 20 23 21 254 67 23 22 20 31 800 21 40 21 22 100 406 23 422 58 20 28
leaf_count=90 39 33 65 28 31 37 285 36 35 20 23 21 254 67 23 22 20 31 800 21 40 21 22 100 406 23 422 58 20 28
internal_value=0 0.00650098 0.00658596 0.00253828 0.00669329 0.00675796 0.00200475 0.0066855 0.00677282 0.00271394 0.00669021 0.00674629 0.00661216 0.00685279 0.00672401 0.006083 0.000341383 0.00751295 0.00718392 0.00631224 0.00538717 0.000920637 0.00719862 0.00950727 0.00654055 0.00577396 0.00616506 0.010974 0.00903133 0.00574411
internal_weight=0 2769 2736 352 2671 2640 324 2603 2547 56 2512 2489 2351 2097 2030 1120 43 910 831 1077 527 42 550 122 428 485 445 79 138 48
internal_count=3121 2769 2736 352 2671 2640 324 2603 2547 56 2512 2489 2351 2097 2030 1120 43 910 831 1077 527 42 550 122 428 485 445 79 138 48
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 159 1 2 2 3 14 2 4 3 2 1 0 43 15 47 457 1 10 131 13 1 3 2 39
split_gain=37.7693 6.00333 3.66053 3.09008 2.27862 1.78381 1.06964 1.02465 0.92653 0.861972 0.719465 0.715655 0.715436 0.541933 0.543985 0.472641 0.467142 0.468063 0.408122 0.362381 0.361559 0.346562 0.403681 0.335652 0.267747 0.261242 0.243308 0.22747 0.226291 0.241735
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.092235000000000025 -1.0000000180025095e-35 0.09253500000000002 0.13501500000000002 0.11474000000000002 0.11658 0.062655000000000016 0.17025000000000004 0.42051500000000003 0.30112000000000005 0.094835000000000017 0.086920000000000011 -0.095504999999999993 -1.0000000180025095e-35 -0.095869999999999983 0.090100000000000013 0.080930000000000016 1.0000000180025095e-35 -0.38124499999999995 0.09031500000000002 0.049530000000000012 0.089770000000000016 1.0000000180025095e-35 -0.0091949999999999983 0.085330000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 11 -4 15 10 -6 21 16 13 14 18 -5 -1 19 -8 -18 27 22 -7 -14 -2 -19 -24 -3 -9 -30
right_child=1 2 6 7 9 8 12 28 -10 -11 -12 -13 23 -15 -16 -17 17 25 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011817400491699718 0.0012010439306127877 0.00045734313430026549 0.00073625016155080976 0.0012150094935707016 0.0010111976348514437 0.0010686647974639943 0.00046150139400746832 0.00049846891817496776 0.00075834530675872715 0.00058561277555247001 0.00079037748253555165 0.0013719041713093425 0.00023716585393758724 0.00028510515668826616 0.00028463602790402041 0.00087153600555166385 0.0011191766957441966 0.0011500155950371189 0.00081125602970901758 0.0008062091220526629 0.00074483805285701428 0.00088347357551695079 0.0013237623495921508 -8.2956997531594012e-05 0.00095167620275534836 0.0009855083251645027 0.0011353638503875463 0.00059276768912498506 0.00058838701367823455 0.00088589916459652553
leaf_weight=1080 49 99 26 24 77 523 29 24 39 24 34 64 34 112 30 43 25 319 23 33 33 32 38 20 25 42 86 92 21 21
leaf_count=1080 49 99 26 24 77 523 29 24 39 24 34 64 34 112 30 43 25 319 23 33 33 32 38 20 25 42 86 92 21 21
internal_value=0 0.000589913 0.000524822 0.0011144 0.000665564 0.0011311 0.000357884 0.000823756 0.00105263 0.000910069 0.00106872 0.00116885 0.000318217 0.00037378 0.000494896 0.000994571 0.00116018 0.00110461 0.000616201 0.000941109 0.000555318 0.00108266 0.00109251 0.000118602 0.0011168 0.00113088 0.0011931 0.000522574 0.000650352 0.000737143
internal_weight=0 673 599 2448 325 2315 274 133 752 101 713 1563 248 194 82 67 1499 419 52 58 224 679 647 54 74 361 124 191 66 42
internal_count=3121 673 599 2448 325 2315 274 133 752 101 713 1563 248 194 82 67 1499 419 52 58 224 679 647 54 74 361 124 191 66 42
is_linear=0
shrinkage=0.00196078


Tree=4693
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 0 15 150 13 49 0 4 1 475 50 1 3 47 40 40 1 42 11
split_gain=47.481 7.69267 4.02183 3.34602 2.73084 2.53124 1.53519 1.5863 1.30888 1.23974 1.05733 0.896081 0.865754 0.809002 0.702839 0.597403 0.577999 0.521048 0.6176 0.494243 0.459876 0.456126 0.435863 0.428253 0.420202 0.412874 0.352937 0.322922 0.300103 0.288908
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14960000000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.0013449999999999996 -0.054984999999999992 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 -0.07675499999999999 0.041865000000000006 0.13075500000000004 -0.12018999999999998 0.093140000000000014 -0.077714999999999992 -0.063404999999999989 0.12958500000000003 0.11688500000000002 0.084110000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 25 27 11 14 -4 12 13 -1 20 26 -2 -14 -19 -13 -7 -6 29 -20 -21 -3 -9 -8 -22 -5
right_child=1 4 10 22 21 9 7 15 -10 -11 -12 19 17 -15 -16 -17 -18 18 23 24 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011649650381044354 0.00061558362426838097 0.00027924049462531254 0.00090548834283304459 0.00035970066692314894 -9.100379401306604e-05 0.0011166213121106192 0.00085492747660396496 0.00041460357726550627 0.0013067975962064379 0.00047978000561032456 0.00047875411948961727 0.0009824908601584084 0.0010933933645743889 0.00072460344817201338 0.0006266413038650664 0.00047973957835277948 0.00095513083591927098 0.001325841538944716 0.00080021871708037566 0.00052654708015467677 0.00093707064808902117 0.00022463538443379087 0.00018310848736885959 0.0010164155910163636 0.00089346445220358237 1.8810270630352781e-05 0.00018265327474625866 0.00053917676019231214 0.00074764214342455985 0.00063182288147752583
leaf_weight=23 23 44 34 30 75 51 33 38 79 26 65 108 1173 53 29 83 119 23 39 20 301 23 24 364 30 50 75 20 36 30
leaf_count=23 23 44 34 30 75 51 33 38 79 26 65 108 1173 53 29 83 119 23 39 20 301 23 24 364 30 50 75 20 36 30
internal_value=0 0.000422483 0.00101246 0.000716634 0.000271739 0.00102874 0.000354214 0.000434813 0.00105968 0.000895187 0.000625309 0.00104903 0.00106234 0.000857871 0.000921088 0.00035343 0.000900134 0.00107206 0.00101333 0.000907873 0.000943096 -1.69252e-05 0.000406432 0.000995493 0.000746698 0.000140714 0.000260654 0.000735776 0.000916835 0.000495762
internal_weight=0 667 2454 226 441 2355 343 249 1912 443 99 1833 1675 76 417 196 142 1599 426 158 388 98 84 403 50 94 113 53 337 60
internal_count=3121 667 2454 226 441 2355 343 249 1912 443 99 1833 1675 76 417 196 142 1599 426 158 388 98 84 403 50 94 113 53 337 60
is_linear=0
shrinkage=0.00196078


Tree=4694
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 0 2 2 34 42 4 2 4 49 475 10 13 12 0 47 1 0 51 42 31 160 47 43
split_gain=24.9771 2.84314 2.57444 2.08436 1.88777 1.10796 0.942692 0.74823 0.820802 0.669594 0.669548 0.631142 0.51838 0.514805 0.479627 0.450943 0.400586 0.379634 0.368501 0.352361 0.551426 0.704212 0.467928 0.334469 0.301335 0.296412 0.271169 0.259133 0.256103 0.280463
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.10045500000000002 0.088725000000000012 0.076175000000000007 -0.13027499999999997 0.15109000000000003 0.17025000000000004 -0.038779999999999995 -0.0060199999999999993 0.40473500000000007 -1.0000000180025095e-35 0.27834500000000006 -0.045154999999999994 -0.066784999999999983 -0.38124499999999995 -0.28558999999999996 0.087695000000000009 -0.11173999999999999 0.078875000000000015 0.083135000000000014 -0.080119999999999983 0.087505000000000013 0.11688500000000002 -0.081689999999999985 -0.075414999999999982 0.090100000000000013 -0.081289999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 28 13 15 16 10 26 -4 -7 23 18 -6 -9 -11 -12 20 21 22 -15 -1 -24 -18 -5 -16 29 -3
right_child=1 3 11 9 7 12 -8 8 -10 17 14 -13 -14 19 27 -17 25 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089449544657505681 0.0009202752857950838 0.00029826308726458938 0.00093584673432716293 0.00030034442413963522 0.00039436963728579487 0.00085671557761321255 0.0011839275679740554 0.0010192629169015323 0.00048435976177481821 0.00025078857207395277 0.00031713270226164779 0.00056495390950198814 0.00052262132925572796 0.00097574492861092054 0.0005322081758184176 0.00075781663333871906 0.000874892654982506 -8.9662716194402933e-05 0.00063031610399259873 0.00094205140211209206 0.0010154633996321766 0.0011937871633791457 0.00053796722850257914 0.00057125950031274681 0.00083498861640691753 0.00069121247343911232 -2.2541739425494097e-05 0.00028952850876445304 0.0006508710580233599 0.00049432072237649068
leaf_weight=32 52 37 22 20 21 57 77 68 21 34 20 89 26 31 21 35 304 20 52 949 751 20 29 20 24 38 20 87 28 116
leaf_count=32 52 37 22 20 21 57 77 68 21 34 20 89 26 31 21 35 304 20 52 949 751 20 29 20 24 38 20 87 28 116
internal_value=0 0.000482459 0.000930457 0.000440142 0.00094385 0.000564478 0.000971338 0.000834744 0.000862448 0.000320343 0.000368366 0.000638464 0.00075206 0.000962518 0.000419358 0.000621524 0.000881813 0.000124696 0.000543321 0.000968062 0.000996933 0.000863121 0.000784391 0.000770174 0.000672467 0.000854484 0.000138901 0.000336716 0.00047846 0.000446908
internal_weight=0 590 2531 538 2420 264 1933 487 431 274 220 111 83 1856 180 56 410 54 72 1804 855 104 84 52 53 342 40 108 181 153
internal_count=3121 590 2531 538 2420 264 1933 487 431 274 220 111 83 1856 180 56 410 54 72 1804 855 104 84 52 53 342 40 108 181 153
is_linear=0
shrinkage=0.00196078


Tree=4695
num_leaves=31
num_cat=0
split_feature=1 4 15 157 1 15 11 130 4 52 151 0 4 155 157 457 15 3 3 49 0 3 3 376 160 13 15 15 3 4
split_gain=0.809094 0.149855 0.107803 0.145518 0.117835 0.144409 0.159446 0.158866 0.115546 0.134802 0.102597 0.10884 0.102029 0.0974131 0.104125 0.101873 0.0862539 0.135022 0.0852924 0.115561 0.0983553 0.084556 0.0823421 0.0898688 0.0818079 0.0817474 0.104382 0.0989167 0.093491 0.0809032
threshold=0.10920500000000001 0.26450500000000005 0.024640000000000006 -0.0091799999999999989 0.095950000000000021 -0.11033999999999998 0.077695000000000014 -0.076894999999999977 -0.17966999999999997 1.0000000180025095e-35 -0.044604999999999992 -0.10836499999999999 0.0033150000000000007 0.10158500000000002 -0.081749999999999975 -0.082284999999999983 -0.56368999999999991 0.42240500000000009 -0.13309499999999996 -0.015259999999999998 -0.11173999999999999 0.092670000000000016 0.30112000000000005 0.080200000000000007 0.062030000000000009 0.054800000000000008 0.099260000000000015 0.086355000000000015 -0.090164999999999981 0.50194500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 4 -4 5 -1 7 -7 -6 -10 -9 21 24 14 -2 -16 -3 18 29 -20 -21 -12 23 -17 -13 -5 27 -27 -29 -18
right_child=1 16 3 25 8 6 -8 10 9 -11 11 12 -14 -15 15 22 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.010728672134710343 -0.0015582953978862083 0.0080564703084528445 0.016411763510236946 0.0091562632898120038 0.0095050129516480071 -0.00092242279089987294 0.00048970493177572893 0.0099215346935009954 0.0034431274197465871 0.010042081210083684 0.0060830929364340432 0.0081815893656814742 0.0060653694377885469 0.012122063081584533 -0.00084451041184365752 0.0086170468146546993 0.0028552676765964584 -0.0039651620900258422 -0.0049909272919070324 0.0064515035095795694 0.0010089324167601818 -0.0019143467443791453 0.0026687020353145072 0.0026423860570385814 0.012112837201059466 0.0017785733565688134 0.0014272687506050833 0.011746741320680956 0.0040906932374293152 0.011200443791070332
leaf_weight=183 21 25 26 984 65 20 30 229 167 38 39 362 211 22 21 134 26 34 22 49 103 20 45 31 62 20 31 58 22 21
leaf_count=183 21 25 26 984 65 20 30 229 167 38 39 362 211 22 21 134 26 34 22 49 103 20 45 31 62 20 31 58 22 21
internal_value=0 0.00407798 0.00829183 0.00901629 0.00771215 0.00815147 0.00766675 0.00789508 0.00583121 0.00466635 0.00808614 0.00748052 0.00786224 0.00574057 0.00518346 0.00579634 0.00245102 0.00190147 0.00280403 0.00178301 0.00276345 0.0033721 0.00646043 0.00749453 0.00875644 0.00884384 0.00649712 0.00806878 0.00964133 0.00658396
internal_weight=0 554 2567 1141 1426 1156 973 943 270 205 923 694 635 274 252 231 280 255 221 174 152 59 210 165 424 1115 131 100 80 47
internal_count=3121 554 2567 1141 1426 1156 973 943 270 205 923 694 635 274 252 231 280 255 221 174 152 59 210 165 424 1115 131 100 80 47
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=31
num_cat=0
split_feature=1 2 0 4 2 49 106 1446 151 3 12 130 4 149 0 50 16 16 15 0 12 16 1 133 157 42 34 2 157 51
split_gain=0.664999 0.169525 0.117756 0.124556 0.119203 0.108449 0.104664 0.104014 0.100546 0.0880616 0.145142 0.0882346 0.0974802 0.074004 0.0751515 0.134398 0.0958545 0.276653 0.167868 0.105493 0.139532 0.128694 0.102796 0.103171 0.0891001 0.0808935 0.0739215 0.103052 0.0676687 0.0651858
threshold=0.11846000000000002 0.10188000000000001 -0.13843999999999998 0.42642000000000008 0.15609500000000001 -0.088694999999999982 0.086340000000000014 0.10734500000000001 0.015440000000000001 0.31370500000000007 -0.42850999999999995 -0.0060099999999999989 -0.033174999999999989 1.0000000180025095e-35 -0.076234999999999983 0.089465000000000017 0.066275000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.12113000000000002 0.092465000000000006 0.40391000000000005 0.089875000000000024 0.086085000000000009 -0.23976499999999998 0.11720500000000002 -0.038779999999999995 0.13501500000000002 -0.23223999999999997 0.092790000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 7 -3 13 28 -7 11 -11 -2 -13 14 24 16 17 22 -19 20 -18 -22 -16 -24 -1 -17 -14 -28 -4 -30
right_child=9 2 4 -5 -6 8 -8 -9 -10 10 -12 12 26 -15 15 25 19 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0017126918505792591 -0.0013738842125261023 0.0092626828514039521 0.011754827013646718 0.010712060350037758 -0.00088426614180207256 0.0026106748547677816 0.0014364679366385994 -4.6808941115159541e-05 -0.0051629441231489182 0.0051816429066307403 -0.003101296647011103 0.0094325385129195652 -0.0010007697510563077 0.012253032949425884 0.0081981846265658867 0.011913419732703798 0.0095252923165031964 -0.0091274331979961567 0.0035310815513366831 0.014044448529325782 -0.0024750481059667298 0.0076797580273705538 0.006605100276879966 -0.0030309891374781729 0.0081189943647366168 0.005355381171210428 0.0061789147882111411 0.0011481553745257909 0.0073046912421103052 0.0020317995063960552
leaf_weight=22 31 20 32 21 20 99 26 20 20 34 56 32 31 37 88 62 61 22 20 21 26 24 25 20 1648 27 109 65 377 25
leaf_count=22 31 20 32 21 20 99 26 20 20 34 56 32 31 37 88 62 61 22 20 21 26 24 25 20 1648 27 109 65 377 25
internal_value=0 0.00731488 0.0058795 0.00353378 0.0066713 0.00244929 0.00774233 0.00700415 0.00130418 0.00273425 2.78139e-05 0.00364313 0.00429936 0.00782029 0.00774091 0.00650235 0.00551044 0.00397581 -0.00309957 0.00754499 0.00631537 0.00239926 0.00621014 0.00232239 0.0080346 0.0099239 0.00349809 0.00429961 0.00732907 0.00697678
internal_weight=0 2763 634 160 474 139 2129 454 119 358 90 268 237 2103 2066 396 307 175 42 132 111 50 133 45 1670 89 205 174 434 402
internal_count=3121 2763 634 160 474 139 2129 454 119 358 90 268 237 2103 2066 396 307 175 42 132 111 50 133 45 1670 89 205 174 434 402
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=31
num_cat=0
split_feature=1 2 12 132 14 123 12 47 0 402 15 4 0 0 52 1 15 14 0 3 15 11 0 16 4 49 13 49 2 4
split_gain=0.539298 0.140978 0.121158 0.131605 0.0866923 0.0902585 0.0847049 0.0828695 0.111447 0.0813173 0.0925869 0.102536 0.0883363 0.104702 0.0826652 0.0854855 0.0762244 0.0739313 0.082976 0.147593 0.0945356 0.0740793 0.0971859 0.0726176 0.177293 0.0970206 0.119898 0.0830705 0.249134 0.0885957
threshold=0.11866500000000001 0.10855000000000002 0.089005000000000015 0.08696000000000001 0.076175000000000007 0.08128500000000001 0.095780000000000018 0.085505000000000012 -0.040504999999999992 0.09388500000000001 -0.43375999999999998 0.51303500000000013 0.024095000000000002 -0.12333499999999999 -1.0000000180025095e-35 0.13707500000000003 -0.40580499999999992 -0.24175999999999997 -0.13455999999999999 -0.077774999999999983 -1.0000000180025095e-35 0.095720000000000013 0.16094000000000003 -0.083539999999999989 0.022185000000000003 0.085970000000000005 -0.086254999999999984 0.0034800000000000005 0.086950000000000013 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 17 -4 9 -9 10 11 -2 13 -12 15 -15 -16 -1 19 -19 -21 22 23 -20 25 27 -27 29 -29 -25
right_child=7 2 6 -5 -6 -7 -8 8 -10 -11 12 -13 -14 14 16 -17 -18 18 21 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.012541418692663961 0.01005015711222465 0.0039861815433113353 0.0099943573275060558 -0.0041004491990189193 0.0099118031341336923 0.0038718173045267181 0.0054217698783519189 0.0064059130556415773 -0.0017388737458358741 -0.0045290936760249588 -0.0042299646660685537 0.0024325944809938105 -0.0053302352984800289 0.004397511117808197 0.0022415649675002151 -0.0043217016241132193 0.010771490079350771 -0.0035314698243746538 0.0079084531345063099 0.0042967037712251886 0.011669664639471607 0.00094233378069475304 0.013994572388473897 0.0094526881425242345 0.0015688567380629369 0.01377844147940689 0.0075763095874124432 -0.0057905832749037519 0.0084108109213411799 0.0063939667426739155
leaf_weight=23 24 161 51 23 91 103 197 84 21 21 25 67 23 23 22 22 20 20 596 83 22 20 20 105 67 41 130 21 30 965
leaf_count=23 24 161 51 23 91 103 197 84 21 21 25 67 23 23 22 22 20 20 596 83 22 20 20 105 67 41 130 21 30 965
internal_value=0 0.00657919 0.0049196 0.00297535 0.00688597 0.00676337 0.0063621 0.00242364 0.00477696 0.00142325 0.00197634 0.00444162 0.000314556 0.00147375 0.00311275 0.000134785 0.00630343 0.00690235 0.00684117 0.00434184 0.00584151 0.00699777 0.00705909 0.00698814 0.00658453 0.00684464 0.00906337 0.00650618 0.00256318 0.00669412
internal_weight=0 2769 432 184 2337 2246 248 352 105 247 226 91 135 112 87 45 42 2143 2120 125 105 1995 1975 1955 1359 1292 171 1121 51 1070
internal_count=3121 2769 432 184 2337 2246 248 352 105 247 226 91 135 112 87 45 42 2143 2120 125 105 1995 1975 1955 1359 1292 171 1121 51 1070
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=31
num_cat=0
split_feature=4 2 3 149 39 40 10 1375 151 48 39 13 11 43 156 3 1 13 0 3 475 42 16 151 48 13 42 3 49 133
split_gain=0.447059 0.13679 0.111905 0.104562 0.0878172 0.124503 0.0835514 0.065277 0.116363 0.0738615 0.0682619 0.0653161 0.0613061 0.145951 0.0799378 0.0692375 0.256373 0.0683989 0.0718809 0.121982 0.0797474 0.0627418 0.0962354 0.0612585 0.0589725 0.0641904 0.0747359 0.1076 0.078962 0.0806599
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 -0.08440499999999998 -0.079859999999999987 -0.16449999999999998 -0.029339999999999995 -0.14001 0.092310000000000017 0.27020000000000005 1.0000000180025095e-35 -0.15879999999999997 0.32232500000000003 -0.11171999999999999 0.080270000000000022 0.0015850000000000003 -0.10836499999999999 -0.080934999999999993 -0.052309999999999988 0.11934000000000002 -0.079734999999999986 0.0014250000000000003 0.12118000000000002 0.10935500000000002 0.09112000000000002 -0.0025099999999999996 0.092185000000000017 -0.073829999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -2 8 -7 -9 11 12 15 -14 -15 16 -11 18 19 -17 -21 -20 -23 -22 25 26 28 -28 29 -8
right_child=3 -3 -4 -5 5 7 24 9 -10 10 -12 -13 13 14 -16 17 -18 -19 21 20 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011394580201275888 -0.0027050555850832892 -0.00047362090906862063 0.0019037115237174125 0.0080055112260327271 0.0015377864245480549 0.0071140387364161707 -0.0010145830471188792 0.012268726350739598 -0.0026505795418811234 0.0066879619724314783 0.0031960187036699306 0.010819866931800086 0.00097430298093240716 0.010186703147925438 0.0033775961725041274 -0.0018399893431566084 -0.0050359189008864075 0.0046819508403729481 0.006723028242963499 -0.000337549657560885 0.0073066515829976128 0.0083676489552349919 0.00093188911635914582 0.0013141446519875899 -0.002408914321102202 -0.0021413115495815876 0.0043146561498620681 -0.0035840882878640998 0.010069300571367854 0.0047382198795962172
leaf_weight=31 39 33 65 28 60 26 31 20 23 66 75 31 25 125 20 26 26 268 1619 20 116 28 46 20 25 25 35 34 21 114
leaf_count=31 39 33 65 28 60 26 31 20 23 66 75 31 25 125 20 26 26 268 1619 20 116 28 46 20 25 25 35 34 21 114
internal_value=0 0.00592618 0.00600337 0.00214266 0.00610314 0.006041 0.00163599 0.00614573 0.00253065 0.00621572 0.00616751 0.00625899 0.0062002 0.00803087 0.00924752 0.00606096 0.00337469 0.00617628 0.00638987 0.00450145 0.00555836 0.00659288 0.00374542 0.0064254 0.00223003 0.00267608 0.00318857 0.000422521 0.00433832 0.00350831
internal_weight=0 2769 2736 352 2671 2640 324 2580 49 2531 2511 2436 2405 170 145 2235 92 2143 1875 182 156 1693 74 136 285 260 235 69 166 145
internal_count=3121 2769 2736 352 2671 2640 324 2580 49 2531 2511 2436 2405 170 145 2235 92 2143 1875 182 156 1693 74 136 285 260 235 69 166 145
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=31
num_cat=0
split_feature=4 2 123 149 52 10 159 14 14 3 15 4 3 13 14 2 0 16 1416 2 12 39 2 400 41 43 1429 3 16 2
split_gain=0.362117 0.1108 0.0966534 0.0846952 0.079486 0.109017 0.0956213 0.0667516 0.0626938 0.0747624 0.125534 0.345799 0.0889852 0.0635045 0.0717952 0.10295 0.100929 0.0815939 0.0686035 0.0660475 0.0865084 0.0853006 0.088135 0.0774544 0.0724645 0.119323 0.0734193 0.0632997 0.0657126 0.0872572
threshold=0.27287000000000006 0.17025000000000004 0.11021500000000002 0.07770500000000001 0.039215000000000007 -0.074314999999999978 0.10620500000000001 -0.47013499999999991 -0.24175999999999997 0.11296500000000002 -0.0088349999999999974 -0.031404999999999995 0.20828500000000003 -0.16152999999999998 0.076975000000000002 -0.0091949999999999983 -0.07384499999999998 0.037555000000000005 1.0000000180025095e-35 0.092235000000000025 -0.040564999999999997 0.10076500000000001 0.092480000000000021 -0.07520499999999998 0.085095000000000018 -0.14386499999999997 -0.067934999999999982 0.096675000000000011 0.0057500000000000008 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -2 -6 -7 -1 13 12 -12 -11 -10 15 16 -15 -18 19 20 -17 22 -21 -24 25 -25 -27 28 -22 -30
right_child=3 -3 -4 -5 6 7 -8 -9 9 10 11 -13 -14 14 -16 18 17 -19 -20 21 27 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.010550691042347656 -0.0052953055876839373 -0.00042625861947960932 -0.00055047711357474331 0.0072049601718650342 0.0067447430308675395 0.0058005864964798095 -0.00050364962662570185 0.00064429091744873195 4.7723008763222465e-05 0.010504978334531189 0.0059598242770880459 -0.01101563305594027 0.0025424454879612313 0.0074060529237613085 0.0084623352559956618 0.01061684990938949 -0.0032141339092049749 0.004629283646742503 0.01026469636483178 -0.0015612144256010652 0.0059902208295811981 -0.00044810091378167272 -9.0392895422323986e-05 0.010120810857613766 0.00018477530863422615 0.00058887276188188207 0.0054340776883904365 0.010993626454602118 0.0035515811434780804 0.010166637271388689
leaf_weight=24 28 33 27 28 52 29 28 187 21 25 30 20 32 24 83 38 36 21 31 20 1279 30 27 53 26 33 598 23 213 22
leaf_count=24 28 33 27 28 52 29 28 187 21 25 30 20 32 24 83 38 36 21 31 20 1279 30 27 53 26 33 598 23 213 22
internal_value=0 0.00533356 0.00540303 0.00192839 0.00147239 0.000575536 0.00420781 0.00133657 0.00546237 0.00541689 0.00282677 -0.000830359 0.00603478 0.00552439 0.00556937 0.00547231 0.00196607 -0.000324454 0.005591 0.00552966 0.00590345 0.00478159 0.00498884 0.00516659 0.0053665 0.00556347 0.00518068 0.00578692 0.00570782 0.00417086
internal_weight=0 2769 2736 352 324 244 80 216 2709 2685 107 50 57 2578 2557 2474 81 57 2393 2362 1575 787 757 737 710 684 631 1537 1514 235
internal_count=3121 2769 2736 352 324 244 80 216 2709 2685 107 50 57 2578 2557 2474 81 57 2393 2362 1575 787 757 737 710 684 631 1537 1514 235
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 2 4 1 2 2 11 1 51 52 1 1 4 1 12 49 50 16 3 1 43 0 15
split_gain=28.2073 4.92261 2.91603 2.39141 1.70259 1.66628 1.24847 1.2207 0.815966 0.759663 0.685463 0.591385 0.720181 0.588652 0.403634 0.39153 0.377525 0.361798 0.497025 0.376972 0.342977 0.322756 0.292076 0.267288 0.260367 0.277985 0.256296 0.2451 0.243363 0.238633
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.090425000000000019 -0.17966999999999997 0.077845000000000011 -1.0000000180025095e-35 0.10467500000000002 1.0000000180025095e-35 0.16175000000000003 -0.086719999999999978 -0.56176499999999996 0.089770000000000016 1.0000000180025095e-35 -0.111605 0.086920000000000011 0.082480000000000012 -0.054984999999999992 0.041865000000000006 -0.49446999999999991 -0.010424999999999999 0.11910500000000002 -0.080324999999999994 -0.23091999999999999 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 7 22 8 13 -3 -5 24 -13 20 23 -14 -10 18 -18 -19 28 -22 -6 29 -11 -26 -8 -12 -1 -4
right_child=1 2 14 10 6 -7 26 -9 16 11 27 12 15 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013082267665395551 0.0010518177321144179 0.00082998093927190409 0.00032776122943085076 0.00098269241875042763 0.00070675012381637796 0.00068085742026287451 0.0006561731608474955 0.00059035356553294649 0.0011846407901409061 0.00051532136354626721 0.00069474007935886042 0.00084669115583188483 0.00024537242985531394 0.0012623113936278288 1.9993912594628633e-05 0.00053424315421086966 0.000995519096607054 0.0010166337733627647 0.0012083069889244171 0.00072165590529340228 0.00088646822967383937 0.0010481081298261323 0.00097586220110739861 0.00047238087993142894 0.0004321921266568433 0.00016836577919263483 0.00036599273177497952 0.000435575799578253 0.0010896474001906458 9.8418788689428862e-05
leaf_weight=20 76 28 53 28 20 48 25 22 43 28 47 27 20 67 22 184 679 31 45 36 55 348 69 29 28 34 22 20 941 26
leaf_count=20 76 28 53 28 20 48 25 22 43 28 47 27 20 67 22 184 679 31 45 36 55 348 69 29 28 34 22 20 941 26
internal_value=0 0.000581036 0.000522858 0.00103 0.00059276 0.00104241 0.000778865 0.00105 0.00105446 0.000520238 0.000725049 0.00049322 0.000545753 0.00108288 0.00026207 0.000505922 0.00100571 0.000995988 0.00100874 0.000858138 0.00107406 0.00102605 0.000915388 0.000311382 0.000358387 0.000287513 0.000520344 0.000617378 0.0010942 0.000252281
internal_weight=0 691 615 2430 485 2335 136 2287 2265 349 95 321 231 1431 130 204 834 791 724 67 1364 403 89 108 90 62 47 67 961 79
internal_count=3121 691 615 2430 485 2335 136 2287 2265 349 95 321 231 1431 130 204 834 791 724 67 1364 403 89 108 90 62 47 67 961 79
is_linear=0
shrinkage=0.00196078


Tree=4701
num_leaves=31
num_cat=0
split_feature=4 2 0 0 40 15 42 3 34 1 14 16 15 121 16 0 15 0 1 1209 12 12 1446 48 0 43 151 15 3 15
split_gain=0.385077 0.111578 0.0897267 0.18826 0.155001 0.153992 0.142246 0.11075 0.0805337 0.100235 0.084947 0.0781177 0.0724231 0.0874137 0.0873455 0.0899296 0.143254 0.125648 0.101937 0.0958058 0.10012 0.10162 0.107786 0.0938949 0.0921897 0.0898376 0.0891615 0.0840402 0.073669 0.0710636
threshold=0.27287000000000006 0.14285500000000004 -0.10474999999999998 -0.12333499999999999 -0.066419999999999993 -0.41396999999999995 0.075730000000000006 0.13524500000000003 -0.038779999999999995 0.14516000000000004 -0.47013499999999991 -0.5224049999999999 0.083195000000000005 -0.081149999999999986 -0.45661999999999997 -0.10151999999999999 -0.015039999999999998 -0.14832499999999996 0.08864000000000001 0.091045000000000001 -0.086254999999999984 0.092550000000000007 0.10250500000000001 0.10866500000000003 -0.067094999999999988 -0.091784999999999992 -0.04886999999999999 -0.11033999999999998 -0.15447499999999995 -0.079929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -2 8 -7 11 -4 10 -10 -6 13 -1 -15 16 18 -18 26 20 24 25 -23 -20 -17 -22 -16 -28 -14 -3
right_child=2 29 5 -5 7 6 -8 -9 9 -11 -12 -13 28 14 15 19 17 -19 23 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01170154734780746 -0.0054637912405832191 0.0063993738998693447 -0.0022784521514161802 0.012042647132087345 0.0038608999808881586 -0.01009530092123896 0.00049114473164081575 -0.0006030543151104616 0.0076640109700912788 0.0099750605761073537 0.00059728887118399145 0.010848284970658522 0.01132465793173118 0.0085857841745975803 0.012923379778485037 0.0051173853948164516 0.0035595899408993625 -0.006673036491459546 0.0018760735109921486 -0.00072118525393307211 0.0089366551508692667 0.0048135145721259869 -0.0027245158431469466 0.0092516690387856228 -0.0026311330380849544 0.0059466622374678285 0.0093070705870299461 0.0017490226013075199 0.0062149187164595001 0.00025268894500069081
leaf_weight=21 21 27 30 24 48 22 30 36 22 20 75 24 29 73 21 34 24 24 126 25 119 368 20 20 28 646 28 31 1043 62
leaf_count=21 21 27 30 24 48 22 30 36 22 20 75 24 29 73 21 34 24 24 126 25 119 368 20 20 28 646 28 31 1043 62
internal_value=0 0.0056008 0.00208934 0.00391017 0.00239715 0.000689398 -0.00398774 0.00392567 0.00234389 0.00352911 0.00220005 0.00619003 0.00571648 0.00529203 0.00520721 0.00504431 0.00340476 -0.00155672 0.00445853 0.0054066 0.00553268 0.00574318 0.00442496 0.00288643 0.00161805 0.00641177 0.00732761 0.00533589 0.00635315 0.00211741
internal_weight=0 2769 352 153 129 199 52 108 147 117 97 72 2680 1608 1587 1514 274 48 226 1240 1215 1153 388 146 62 765 80 59 1072 89
internal_count=3121 2769 352 153 129 199 52 108 147 117 97 72 2680 1608 1587 1514 274 48 226 1240 1215 1153 388 146 62 765 80 59 1072 89
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 2 4 4 4 4 2 14 15 47 14 0 50 4 52 2 3 16 3 0 43 2 15 39 3
split_gain=39.4256 4.51744 3.99077 3.06039 2.39708 1.51428 1.37025 1.39473 1.25371 1.13677 1.08781 0.731909 0.599105 0.533817 0.504208 0.489381 0.485999 0.429196 0.411725 0.410842 0.604926 0.69045 0.394413 0.39085 0.375006 0.342946 0.506746 0.31809 0.262742 0.2602
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 0.14285500000000004 0.40945500000000007 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 0.077555000000000013 0.062655000000000016 -0.13455999999999999 0.086295000000000011 -0.0070899999999999991 0.0046550000000000003 0.10402500000000002 -0.0063699999999999989 0.10994000000000002 -0.14186499999999996 -0.066089999999999996 -0.070064999999999975 0.11177500000000001 -0.41942499999999994 0.095070000000000016 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 11 12 7 -3 18 -6 13 14 16 23 15 22 -4 27 -5 20 21 -11 29 -7 -25 -2 -27 -8 -29 -1
right_child=1 6 5 8 9 10 17 -9 -10 19 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0012334219010198466 0.00066241754294357334 0.00088748913534573721 0.0011074734124589094 0.0014136246407923795 0.0013474965076737042 0.001474446984561714 0.00050038360330570972 0.00053690197553587452 0.00081500983000446447 0.00080965762803823619 0.001157829319322865 0.00093993763016028838 0.0016243843153716149 0.0010358043720045357 0.0015383854835995308 0.0015636942754773534 0.0014018771105792918 0.00065977245954375004 0.0011498281950524688 0.001168085890365582 0.00072480989539996433 0.0011717477053696033 0.0014125217594229398 0.0013466848963741898 0.0012313296714236695 0.0011019543185166072 0.00076846925668525425 0.00015061237128253361 0.00042724759963717901 0.0010178184231967569
leaf_weight=93 73 78 22 46 28 74 35 99 29 41 171 22 46 23 33 20 1073 22 45 22 57 40 38 566 134 22 86 33 22 28
leaf_count=93 73 78 22 46 28 74 35 99 29 41 171 22 46 23 33 20 1073 22 45 22 57 40 38 566 134 22 86 33 22 28
internal_value=0 0.000759098 0.00132195 0.000927216 0.00114789 0.00135678 0.000583998 0.000691398 0.00117004 0.00098302 0.00129973 0.00128035 0.00140517 0.00133018 0.00131568 0.00127462 0.00139596 0.000414269 0.00128318 0.000919237 0.000879565 0.000988468 0.00123826 0.00133893 0.0013246 0.000766231 0.000836401 0.000354256 0.000261266 0.00118353
internal_weight=0 590 2531 301 422 2109 289 177 120 188 968 234 1141 797 212 179 1095 112 91 160 138 81 159 774 700 181 108 90 55 121
internal_count=3121 590 2531 301 422 2109 289 177 120 188 968 234 1141 797 212 179 1095 112 91 160 138 81 159 774 700 181 108 90 55 121
is_linear=0
shrinkage=0.00196078


Tree=4703
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 4 47 2 50 4 49 11 1 52 2 3 15 12 157 2 0 2 43 2 4 12 2
split_gain=26.4823 3.37736 2.74993 2.38453 1.52019 1.4337 1.16677 0.963794 0.700142 0.68266 0.593717 0.529508 0.514278 0.529072 0.506989 0.45856 0.448258 0.509134 0.588456 0.441079 0.418774 0.345354 0.314422 0.401311 0.303429 0.263296 0.456186 0.240725 0.380304 0.23321
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.095330000000000012 -0.15464999999999998 -0.062539999999999984 0.077555000000000013 0.11389000000000002 0.041865000000000006 0.23246000000000003 0.12497000000000001 1.0000000180025095e-35 0.12337000000000002 0.0046550000000000003 0.10402500000000002 -0.0063699999999999989 0.040760000000000005 0.093965000000000007 -0.0041249999999999993 0.088850000000000012 -0.12333499999999999 0.31765000000000004 -0.08076499999999999 0.11177500000000001 -0.059649999999999988 -1.0000000180025095e-35 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 9 20 14 -6 -2 10 27 24 13 29 22 25 17 18 -9 21 -5 -16 -4 -24 -3 -10 -27 -1 -29 -8
right_child=1 11 6 5 7 -7 12 16 15 -11 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010240906709072109 0.00074732185132855356 0.00023148182985925829 0.0010481314576332528 0.0011419390078658373 0.0010007712854390718 0.0004951178896408561 0.0010162448528330012 0.00053285330120654041 0.0003543317630960076 0.0011965537822547078 0.00057919742877357734 0.000471134239642613 0.00065842092007982965 0.00073558168005751303 0.0012310379388465421 0.00037313844437567896 0.0008990757784900818 0.00044593040177845825 0.00087155430482544762 0.0013141555281297223 0.00085043464915132987 0.00093270172341531059 0.00071405046418601388 0.00099836846905346222 -2.9253445851239716e-05 0.00081109497360154698 0.00051307830146351088 0.00097732733296563841 0.00074202168481988162 0.00092784714477446562
leaf_weight=71 38 78 1027 24 35 44 199 41 25 35 20 30 25 42 26 120 22 52 38 46 90 35 20 418 22 25 94 62 46 271
leaf_count=71 38 78 1027 24 35 44 199 41 25 35 20 30 25 42 26 120 22 52 38 46 90 35 20 418 22 25 94 62 46 271
internal_value=0 0.000521723 0.000983022 0.000600589 0.000838536 0.000795765 0.00101193 0.00070724 0.000498476 0.000944022 0.000899606 0.000242662 0.000933025 0.000946433 0.00103889 0.000462658 0.000640092 0.000596599 0.000695773 0.00116918 0.000911804 0.00105986 0.00102937 0.000985386 0.00017412 0.000537257 0.000575687 0.000935406 0.000877105 0.000965275
internal_weight=0 590 2531 460 422 158 2109 188 302 234 199 130 537 512 1572 264 153 131 79 107 114 61 1465 438 100 144 119 179 108 470
internal_count=3121 590 2531 460 422 158 2109 188 302 234 199 130 537 512 1572 264 153 131 79 107 114 61 1465 438 100 144 119 179 108 470
is_linear=0
shrinkage=0.00196078


Tree=4704
num_leaves=31
num_cat=0
split_feature=1 2 11 41 2 13 40 123 47 151 457 3 12 34 124 130 0 151 13 401 402 4 4 16 12 474 0 3 158 483
split_gain=0.531188 0.141783 0.0984534 0.143448 0.123956 0.0970458 0.0966402 0.112527 0.0974106 0.0813979 0.115278 0.0780637 0.134486 0.079394 0.0880231 0.094878 0.0778006 0.0777367 0.0819742 0.0932448 0.0903458 0.0736469 0.0675613 0.155768 0.0882176 0.0726416 0.0635258 0.056715 0.0557294 0.0701497
threshold=0.11866500000000001 0.10045500000000002 0.079915000000000014 0.083525000000000016 -0.0091949999999999983 -0.013304999999999999 0.051255000000000002 0.084995000000000015 0.11170500000000001 -0.098364999999999994 0.080930000000000016 0.31299000000000005 -0.42850999999999995 -0.038779999999999995 0.05852000000000001 -0.0060099999999999989 -0.14723999999999998 0.084990000000000024 -0.15714499999999998 1.0000000180025095e-35 0.11732500000000001 0.033845000000000007 0.038415000000000012 -0.072804999999999981 0.097325000000000009 0.032465000000000008 -0.07384499999999998 -0.014944999999999998 0.080150000000000013 0.032770000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 26 -4 7 8 9 -3 17 13 -13 -2 15 -15 -9 18 -11 22 -21 -12 23 -20 25 -25 -1 -28 -6 -30
right_child=11 6 3 -5 28 -7 -8 16 -10 10 21 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0071475563496592107 -0.00098296093373474746 0.011617910474988408 0.019028689782135191 0.0037564237779449854 0.0070967455463323871 0.010296550703767155 -0.0012572392658330501 -0.003472980433143676 -0.00018153190106639396 0.0014605630822188687 -0.0028324768889102748 0.0051776367760099033 -0.0027689941726285932 -0.00041324524851194742 -0.0019038935236278037 0.0057549617777439884 0.0042683055498511403 0.012713949782773855 0.014795689436516934 -0.002666740235872567 0.0068382987007498744 0.0054467620305894389 0.0055305012101507607 0.0078067555842258468 0.0049409993398815766 0.013910207029160425 0.0039854096121747394 -0.0025694308760152622 0.0095392524325199277 0.0041626497040072414
leaf_weight=29 33 29 20 21 1720 35 20 20 23 32 22 34 57 29 21 178 37 20 31 20 20 21 160 104 96 24 33 22 182 28
leaf_count=29 33 29 20 21 1720 35 20 20 23 32 22 34 57 29 21 178 37 20 31 20 20 21 160 104 96 24 33 22 182 28
internal_value=0 0.00684631 0.00725417 0.0107873 0.00712084 0.0134719 0.00559089 0.00579872 0.00620081 0.00645434 0.00618208 0.00272212 0.000200077 0.00360145 0.00426499 0.00489082 0.00155206 0.0066037 0.00635277 0.00669684 0.00208578 0.00121087 0.00714128 0.00815196 0.00723252 0.00895115 0.00336036 0.00136347 0.00728451 0.00882237
internal_weight=0 2769 2090 76 2014 55 679 659 602 579 550 352 91 261 228 207 57 507 487 455 40 43 415 255 224 128 84 55 1930 210
internal_count=3121 2769 2090 76 2014 55 679 659 602 579 550 352 91 261 228 207 57 507 487 455 40 43 415 255 224 128 84 55 1930 210
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 14 2 1 150 1 4 0 150 0 16 47 0 4 12 52 4 157 3 52 133 49
split_gain=43.5967 6.68849 4.36285 3.79401 2.71463 2.26427 1.15453 1.14369 1.15534 1.11335 0.970525 0.902304 0.850196 0.716668 0.702387 1.10277 0.641166 0.782338 0.469471 0.448891 0.388283 0.496662 0.333113 0.326289 0.311257 0.294111 0.266406 0.266109 0.280201 0.255469
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.27287000000000006 0.14285500000000004 0.062655000000000016 0.14122000000000004 0.077845000000000011 1.0000000180025095e-35 0.16540500000000002 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.052894999999999991 0.090100000000000013 -0.080689999999999984 -0.55119499999999988 -1.0000000180025095e-35 -0.56176499999999996 -0.036839999999999991 -0.082009999999999986 1.0000000180025095e-35 0.039215000000000007 0.11667000000000001 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 9 -6 8 22 14 12 -5 23 -9 15 -1 17 -16 -19 26 -17 -22 -4 -7 -2 -23 -3 28 -25 -13
right_child=1 2 7 11 6 10 -8 13 -10 -11 -12 29 -14 -15 16 20 -18 18 -20 -21 21 25 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0010703755263146292 0.001364645518508612 0.00057596148846267748 0.00061865322218806139 0.0012007405527499544 0.0012078030007636471 0.0014091238688354064 0.0007592160759183268 0.00042003164210552632 0.00038887882121707324 0.0015623589710431448 0.00088922533762050208 0.00091169422181944053 0.00087483229209520238 3.3746340966859116e-05 0.0016044263634917672 0.0013657307368692062 0.00090126652089531154 0.0012608605796012326 0.0010015041379033683 0.0008981297212634601 0.0015887519998771409 0.0010711762384024829 0.00092784595859859379 0.0011908170258719307 0.0010929925842028038 0.0012981119409917075 0.00072287826156537444 0.0012700218652313946 0.00096897882340001116 0.00067244643986098774
leaf_weight=59 50 98 21 28 71 35 32 153 42 76 41 32 28 21 21 1026 23 115 35 32 22 23 37 176 24 484 92 162 25 37
leaf_count=59 50 98 21 28 71 35 32 153 42 76 41 32 28 21 21 1026 23 115 35 32 22 23 37 176 24 484 92 162 25 37
internal_value=0 0.000720402 0.000651697 0.0012839 0.000805348 0.00129958 0.00106844 0.000469447 0.000636549 0.00132987 0.00117735 0.000903871 0.00120509 0.000373411 0.0013201 0.0013335 0.00120863 0.00124997 0.00120034 0.000683285 0.00134348 0.00130033 0.000815897 0.00122832 0.00127654 0.00128782 0.0006471 0.00121089 0.00116323 0.000783402
internal_weight=0 673 599 2448 325 2351 103 274 100 1884 467 97 426 174 1808 1614 194 171 150 222 1555 529 58 398 74 507 190 363 201 69
internal_count=3121 673 599 2448 325 2351 103 274 100 1884 467 97 426 174 1808 1614 194 171 150 222 1555 529 58 398 74 507 190 363 201 69
is_linear=0
shrinkage=0.00196078


Tree=4706
num_leaves=31
num_cat=0
split_feature=4 2 3 15 4 106 2 3 2 400 39 391 0 43 13 131 159 1 483 43 149 3 0 16 402 4 1213 13 160 2
split_gain=0.576891 0.155078 0.131315 0.1105 0.264971 0.0950056 0.0918437 0.0816104 0.0788276 0.108864 0.108756 0.0720844 0.0720811 0.144401 0.210363 0.114387 0.0968356 0.0965347 0.0947766 0.0777693 0.0696241 0.0687817 0.0962852 0.101171 0.178002 0.0787009 0.104089 0.099552 0.131072 0.128498
threshold=0.27287000000000006 0.17025000000000004 0.11296500000000002 -0.0088349999999999974 -0.031404999999999995 0.085655000000000009 0.25063000000000007 0.20828500000000003 0.090175000000000019 -0.07520499999999998 0.098220000000000016 -0.077824999999999991 -0.066689999999999985 -0.072864999999999985 -0.014169999999999999 0.09031500000000002 0.11389500000000001 0.084785000000000013 -1.0000000180025095e-35 -0.50216499999999986 0.07770500000000001 -0.077564999999999981 -0.071719999999999992 -0.087484999999999993 0.12933500000000003 -0.082769999999999982 -0.086554999999999979 -0.083764999999999992 -0.089549999999999991 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 8 20 -4 11 -10 -11 -1 16 14 15 -14 18 -15 -13 -20 -2 22 23 -21 25 -25 -27 28 29 -28
right_child=6 -3 3 4 -6 -7 -8 -9 9 10 -12 12 13 17 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.012602008679095889 0.0028728316305205227 0.00034712647144315823 0.010821077176209155 0.0064399206421940636 -0.0074574814112249605 0.0018927368648996156 -0.0031081361346878113 0.0038537167213507934 0.0012918071368975298 0.007178845119743202 0.0016510412270027038 0.011432266693667599 0.011755673206694749 0.014541094370984607 -0.0040748033006193828 0.001415120242163539 0.0034639002796676421 0.0065078330248630111 0.012544911692384631 0.0089150872764338814 0.0082657848672869679 0.009427366926934258 0.013875557012025917 0.0084271917415204168 -0.0026153992256149651 -0.0002352588790624092 0.016248745345651652 0.0050562504137473168 0.0065742758348303516 0.006382306009023027
leaf_weight=32 302 33 29 34 23 31 24 40 35 935 37 84 23 21 29 20 45 52 36 286 26 221 23 237 20 24 33 218 146 22
leaf_count=32 302 33 29 34 23 31 24 40 35 935 37 84 23 21 29 20 45 52 36 286 26 221 23 237 20 24 33 218 146 22
internal_value=0 0.00716133 0.00724352 0.00409044 0.000832197 0.00739573 0.00286338 0.00678203 0.00746188 0.00677112 0.00696842 0.00790437 0.00780676 0.00568472 0.00250713 0.00694611 0.00802733 0.00881877 0.00817944 0.00796361 0.00330032 0.00782953 0.00747955 0.00733036 0.00668288 0.00695636 0.00616948 0.00653634 0.00814161 0.0123022
internal_weight=0 2769 2736 126 57 2610 352 69 2579 1007 972 1572 1540 145 72 43 1395 73 1350 1266 328 1230 1009 986 700 680 443 419 201 55
internal_count=3121 2769 2736 126 57 2610 352 69 2579 1007 972 1572 1540 145 72 43 1395 73 1350 1266 328 1230 1009 986 700 680 443 419 201 55
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 4 15 41 42 13 150 2 2 15 4 15 160 13 1 47 14 1 4 12 10 39 3 0
split_gain=18.799 2.91942 1.84912 1.82482 1.32421 0.991171 0.893646 0.668653 0.548177 0.545316 0.467998 0.437322 0.407828 0.371676 0.365923 0.359058 0.390801 0.455112 0.749119 0.276372 0.241806 0.241635 0.246909 0.261778 0.241077 0.227791 0.222321 0.204813 0.199304 0.271071
threshold=0.10538500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.040760000000000005 0.075585000000000013 -0.0060199999999999993 -0.077799999999999994 0.081835000000000019 0.091265000000000013 0.17025000000000004 -0.12255999999999999 -0.27825499999999997 -0.0072999999999999992 -0.081399999999999986 -0.016469999999999995 0.080000000000000016 0.078345000000000012 -0.46166999999999997 0.11669000000000002 -0.0024449999999999997 0.088245000000000004 -0.38124499999999995 0.093755000000000019 -0.13927999999999999 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 21 6 8 -6 11 25 -4 28 15 -14 19 -13 20 24 -19 -5 -17 22 -3 -24 -18 -10 -16 -21 -1 -30
right_child=1 3 10 14 7 -7 -8 -9 9 -11 -12 12 13 -15 26 16 17 18 -20 27 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010790965779154909 0.00085619579288451111 0.00057072769826929605 0.00084421285951041922 0.00025711555391728111 0.0007802273631720728 0.00058667270886693509 0.00050988792001760007 0.00046895618202579626 0.00093206512726744218 0.0011291558014265462 0.00051993855545811902 0.00094104832685653879 0.00076456524727282552 0.00044102122221945545 0.00023595376104554707 0.00077280271575179491 0.00086388902489162843 0.00034135508979055379 0.00080839864848385417 0.00056798410457650241 0.00096630931302320723 0.00054254777357646276 0.00043969769987637323 0.00029402353118144277 0.00075536298032338712 0.00087358960036178722 -3.0934699518861719e-05 0.00030858045777574898 0.000889948404062676 0.0006882979330987539
leaf_weight=20 72 31 22 80 83 48 26 39 448 41 77 91 43 20 30 36 143 23 31 25 80 66 121 78 175 598 20 22 505 27
leaf_count=20 72 31 22 80 83 48 26 39 448 41 77 91 43 20 30 36 143 23 31 25 80 66 121 78 175 598 20 22 505 27
internal_value=0 0.000483283 0.000854514 0.000438157 0.000508818 0.000865549 0.000871352 0.000680723 0.000875472 0.000907329 0.000592 0.000846469 0.000811673 0.000661853 0.000271286 0.000827974 0.000806889 0.000775904 0.000609473 0.000327225 0.000906256 0.000437966 0.000407956 0.000382599 0.000804166 0.000898635 0.000129198 0.000446561 0.000886938 0.000879714
internal_weight=0 667 2454 595 418 2355 2307 122 2281 1087 99 1194 642 63 177 579 488 372 54 127 116 296 230 199 318 1046 50 47 552 532
internal_count=3121 667 2454 595 418 2355 2307 122 2281 1087 99 1194 642 63 177 579 488 372 54 127 116 296 230 199 318 1046 50 47 552 532
is_linear=0
shrinkage=0.00196078


Tree=4708
num_leaves=31
num_cat=0
split_feature=4 3 1375 49 15 2 12 0 40 15 42 16 48 3 42 0 15 34 0 34 157 471 402 402 4 3 0 133 402 16
split_gain=0.550901 0.14871 0.163901 0.125526 0.119266 0.1188 0.103698 0.0938982 0.157151 0.139751 0.121981 0.106559 0.0779291 0.0803262 0.0727085 0.0861544 0.0714498 0.067793 0.0810076 0.0663288 0.0642007 0.0673448 0.0665094 0.0941706 0.112974 0.10704 0.0828851 0.130524 0.148762 0.0692021
threshold=0.27287000000000006 -0.072624999999999981 -0.27302499999999996 0.14321000000000003 -0.17952999999999997 -0.0091949999999999983 1.0000000180025095e-35 -0.10474999999999998 -0.078554999999999986 -0.41396999999999995 0.075730000000000006 -0.50859499999999991 -0.072824999999999987 0.30112000000000005 0.11688500000000002 -0.053834999999999994 -0.47308999999999996 -0.038779999999999995 -0.010949999999999998 -1.0000000180025095e-35 -0.50331999999999988 0.09074500000000002 0.08865000000000002 0.083170000000000008 -0.50940999999999981 -0.096099999999999977 -0.071339999999999987 -0.015164999999999998 0.11174500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 19 -6 8 -2 17 -11 -10 -7 14 -14 -16 -13 -9 -19 -4 -8 22 23 24 -22 -25 27 -24 -29 -26
right_child=7 2 3 -5 6 12 20 9 11 10 -12 16 13 -15 15 -17 -18 18 -20 -21 21 -23 26 25 29 -27 -28 28 -30 -31
leaf_value=0.013408213951911689 -0.0035395193344447762 -0.0022102477383062554 0.0045225466227195431 0.0012745387949600665 0.0021905675631117174 0.011574158571003114 0.01247111462468568 -0.001234507232438773 0.003362565850450968 -0.0086810713612728505 0.0011223025775204101 0.0053276457790551448 0.0073757204131940758 0.0029326727359560057 3.1892423548044699e-05 0.0075491980825123997 0.012195633803353166 0.0021248195291263985 0.0076101226987139812 -0.0022723077953560279 0.014755120500922203 0.011750136877203153 0.009843681829856045 -0.002341643284307793 0.0075634836414555807 0.0073151855380274361 0.014548724478421114 0.010265489934350957 -0.00056071226174632708 0.0059759957815604288
leaf_weight=34 20 24 51 49 37 34 26 30 72 22 30 28 527 53 31 30 33 75 42 20 20 36 148 22 1168 24 24 22 30 359
leaf_count=34 20 24 51 49 37 34 26 30 72 22 30 28 527 53 31 30 33 75 42 20 20 36 148 22 1168 24 24 22 30 359
internal_value=0 0.00706246 0.00593166 0.00617746 0.00753739 0.0064995 0.00743322 0.00286245 0.00472513 0.00143034 -0.00302528 0.00596793 0.00690877 0.00666131 0.0069974 0.00372893 0.00904311 0.00300647 0.0040939 0.0026085 0.00753645 0.00746721 0.00738235 0.00715548 0.00728806 0.0026967 0.00899578 0.00832942 0.0040196 0.00719026
internal_weight=0 2769 819 795 1950 746 1916 352 153 199 52 133 675 641 588 61 61 147 117 71 1879 1853 1817 1593 1547 46 224 200 52 1527
internal_count=3121 2769 819 795 1950 746 1916 352 153 199 52 133 675 641 588 61 61 147 117 71 1879 1853 1817 1593 1547 46 224 200 52 1527
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 4 14 16 2 1 4 1 2 2 2 52 1 4 1 40 481 475 52 16 47 43 2 50 52
split_gain=38.8234 4.48472 3.90792 2.94991 2.51403 1.40448 1.68032 1.18216 1.13232 1.1313 1.12278 1.06887 0.666407 0.5409 0.558564 0.440835 0.407746 0.424338 0.341481 0.317152 0.257223 0.251659 0.238775 0.325711 0.270864 0.229043 0.290615 0.286301 0.205299 0.205211
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.099515000000000006 0.14285500000000004 0.40945500000000007 0.076975000000000002 -0.52595999999999987 0.14122000000000004 0.09253500000000002 0.40124500000000002 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.088850000000000012 -0.56176499999999996 0.10612500000000001 -0.041644999999999995 0.16175000000000003 -0.065259999999999999 -0.0066299999999999996 -0.066784999999999983 0.039215000000000007 0.19444000000000003 0.090100000000000013 -0.081289999999999987 0.11362000000000001 0.086295000000000011 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 7 6 20 12 -6 16 -4 18 15 14 -14 29 -10 22 -5 28 -3 -17 -18 -24 -25 26 -2 -28 -7 -1
right_child=1 5 10 11 8 19 -8 -9 9 -11 -12 -13 13 -15 -16 21 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0010902472375678531 0.0002706455776451687 0.00040235947379294561 0.00094016384024005444 0.001181291189848208 0.00053364832503108479 9.8230317073718558e-05 0.0002092984746889816 0.0012986165647900182 0.0011411078630109838 0.00060909379733301472 0.00051235043395596173 0.00052270130673077076 0.00071916310610378145 0.00071344549018962711 0.0010140224578938347 0.0011333080610657403 0.0010797810424646782 0.00065266957981329344 0.00089122997162191292 -0.0001127330836991044 0.00066023066197852575 0.0010005467810696529 0.00086848348863482333 0.0010244494934610361 0.00078994380559194535 0.00062064513937450441 0.0006120424556197027 0.00040534000931645507 0.00031964708220502355 0.00089865174416764741
leaf_weight=932 36 20 34 20 31 69 99 72 39 41 77 29 27 30 290 62 45 20 71 22 58 479 172 136 22 27 38 80 21 22
leaf_count=932 36 20 34 20 31 69 99 72 39 41 77 29 27 30 290 62 45 20 71 22 58 479 172 136 22 27 38 80 21 22
internal_value=0 0.000444608 0.00100314 0.000612116 0.00101965 0.000270143 0.000378876 0.00105214 0.000896731 0.000920427 0.000643392 0.000850512 0.00104251 0.000965093 0.000988908 0.00106047 0.000949838 0.000930953 0.00095498 9.83067e-05 0.00059411 0.00101576 0.000945795 0.000927524 0.000991797 0.000454063 0.000424857 0.000471905 0.000149894 0.00108583
internal_weight=0 590 2531 301 2420 289 177 1914 506 475 111 120 1842 347 317 1495 434 395 91 112 78 541 375 330 158 181 154 118 90 954
internal_count=3121 590 2531 301 2420 289 177 1914 506 475 111 120 1842 347 317 1495 434 395 91 112 78 541 375 330 158 181 154 118 90 954
is_linear=0
shrinkage=0.00196078


Tree=4710
num_leaves=31
num_cat=0
split_feature=1 12 132 15 47 3 4 38 13 16 49 49 47 1 4 48 3 15 1 16 8 4 16 402 3 10 15 15 4 16
split_gain=0.586125 0.156283 0.132589 0.113694 0.108535 0.128309 0.0894937 0.104867 0.113044 0.103811 0.134841 0.105549 0.0829173 0.103656 0.0780214 0.0743362 0.0738932 0.158573 0.0877692 0.075 0.072431 0.0719625 0.0652884 0.0646572 0.0805855 0.0787913 0.0709944 0.0671599 0.0639678 0.0644456
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 0.035560000000000008 1.0000000180025095e-35 0.10299500000000002 -0.17966999999999997 1.0000000180025095e-35 0.086705000000000018 -0.36241499999999999 -0.054319999999999993 -0.043469999999999995 0.085505000000000012 0.14262000000000002 0.057560000000000007 0.12118000000000002 0.090900000000000009 -0.0072999999999999992 0.10254500000000001 -0.011989999999999999 1.0000000180025095e-35 0.0067750000000000006 0.10246000000000001 0.09388500000000001 -0.010424999999999999 -0.0069899999999999988 -0.45963999999999994 1.0000000180025095e-35 0.053180000000000012 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 21 -1 8 9 11 -11 -8 23 14 -14 -16 18 -18 19 -12 28 -6 -5 24 26 -26 -2 -27 -3 -30
right_child=12 20 -4 22 5 -7 7 -9 -10 10 16 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0085004299657677109 0.0089073695385685336 0.0076441247253556197 -0.0013287162032121649 0.012689436496411627 0.015282931900583208 0.0022433977290664034 0.0030908266386098192 0.010435899811098354 -0.0027458172813057901 0.006210527749732137 0.0027611399834443417 0.012031686059649915 0.010430085468996209 -0.00097099365031516009 0.0075686177463337254 -0.00030201568844772525 0.0035081329124514015 -0.0082791449191669635 -0.00037242922064086254 0.010320428368591128 0.013341394921077327 0.0083882803898077552 0.0059047620217113394 -0.0035305457278376538 -0.0049823176897397002 0.00051597598645750477 0.0028109881677664816 0.0069424440292641526 0.0083293067268663794 0.0049641861914576004
leaf_weight=56 26 1900 26 37 24 23 23 25 25 100 35 31 34 22 28 21 25 21 44 21 21 41 23 21 21 87 72 20 82 186
leaf_count=56 26 1900 26 37 24 23 23 25 25 100 35 31 34 22 28 21 25 21 44 21 21 41 23 21 21 87 72 20 82 186
internal_value=0 0.00711002 0.00565052 0.00597807 0.00547881 0.00866259 0.00478873 0.00419486 0.00371478 0.00425316 0.00338161 0.00822354 0.00277782 0.00513181 0.00674942 0.00419549 0.001444 -0.00187302 0.00296982 0.00559587 0.00749673 0.010934 0.0100886 0.00177713 0.00227032 0.000618048 0.0044284 0.00171718 0.00744012 0.00599381
internal_weight=0 2769 580 554 494 88 406 350 325 300 246 54 352 105 83 49 146 46 100 56 2189 65 60 247 226 128 98 107 2168 268
internal_count=3121 2769 580 554 494 88 406 350 325 300 246 54 352 105 83 49 146 46 100 56 2189 65 60 247 226 128 98 107 2168 268
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 4 16 1 147 1 1 1 3 3 0 13 3 1 4 1 15 2 0 4
split_gain=32.779 5.16513 3.00452 2.45378 1.94832 1.63348 1.34675 1.04089 0.968886 0.896609 0.830505 0.77482 0.736911 0.509368 0.875364 0.480183 0.396829 0.382061 0.35016 0.396428 0.305605 0.29245 0.273699 0.269197 0.268902 0.263476 0.255771 0.238524 0.232383 0.193107
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.09253500000000002 -0.17966999999999997 -0.52595999999999987 0.085760000000000017 0.08598500000000002 0.122715 0.13436000000000001 0.16175000000000003 -0.13927999999999999 -0.10831999999999999 -0.095504999999999993 0.049530000000000012 -0.24462999999999999 0.12000500000000001 -0.013514999999999998 0.13075500000000004 -0.097454999999999986 0.089885000000000007 -0.026509999999999995 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 23 -8 12 13 -4 -9 -7 27 20 24 -13 -6 22 -20 26 -22 -14 -3 -2 -5 -15 -1 -10 -21
right_child=1 4 10 25 17 8 7 11 28 -11 -12 16 18 14 -16 -17 -18 -19 19 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098181229525526824 0.00095526696278520516 0.00032588877083853681 0.00082250563653385759 0.00046345635061608814 0.00011520714453166113 0.00051452963909123155 0.00078277468389155826 0.00075144836910409868 0.00071623053587641095 0.0011707386417257016 0.00044430485831399423 0.00039243775459096809 0.00080168800729385167 0.00090922491296249275 0.000524690596605925 0.00059171126698262793 0.00014761663474191248 -0.00018316202359595777 0.00058216885627046522 0.00090635492619699492 0.0009471568913073697 0.00076380084783517937 0.0010629381775412712 9.6444185187932778e-05 0.00076120294130092164 0.00022037120380071642 0.00065525699451631717 0.00091886191009396339 0.00044241727640231452 0.00082390804506405312
leaf_weight=896 66 28 34 60 77 23 30 21 22 70 65 168 21 30 24 29 30 21 20 215 348 37 58 66 47 24 31 312 26 222
leaf_count=896 66 28 34 60 77 23 30 21 22 70 65 168 21 30 24 29 30 21 20 215 348 37 58 66 47 24 31 312 26 222
internal_value=0 0.000418615 0.000908817 0.000659646 0.000295094 0.000922884 0.000364758 0.000440248 0.000835251 0.000953315 0.000574192 0.000393326 0.000858206 0.000944244 0.000889476 0.000816787 0.000355344 5.12709e-05 0.000872954 0.000852117 0.000909105 0.000929536 0.000993492 0.000164789 0.00087455 0.000394003 0.000780159 0.000965554 0.000567915 0.000864471
internal_weight=0 667 2454 226 441 2355 343 249 607 1748 99 219 559 1678 470 142 198 98 536 457 446 385 79 94 113 84 61 1208 48 437
internal_count=3121 667 2454 226 441 2355 343 249 607 1748 99 219 559 1678 470 142 198 98 536 457 446 385 79 94 113 84 61 1208 48 437
is_linear=0
shrinkage=0.00196078


Tree=4712
num_leaves=31
num_cat=0
split_feature=1 2 133 10 2 13 15 1 4 2 15 0 12 13 15 4 52 52 2 133 13 151 41 15 52 157 12 1 43 15
split_gain=0.597593 0.127107 0.118343 0.198332 0.122993 0.111479 0.0894771 0.110486 0.13263 0.136346 0.120787 0.113545 0.09496 0.083209 0.107177 0.163046 0.204352 0.15246 0.0838188 0.0824177 0.0809034 0.0831499 0.0793383 0.0804293 0.0787829 0.123834 0.0761135 0.132633 0.0743384 0.0723987
threshold=0.10920500000000001 0.13622000000000004 0.087035000000000015 0.10223 1.0000000180025095e-35 -0.061684999999999997 0.083195000000000005 0.08864000000000001 -0.17966999999999997 0.090425000000000019 -0.015744999999999999 -0.068944999999999992 0.091625000000000012 -0.14819499999999997 -0.0063699999999999989 -0.082249999999999976 0.0031350000000000002 -0.029369999999999997 0.097220000000000015 -1.0000000180025095e-35 -0.071554999999999994 -0.065174999999999983 0.075585000000000013 0.084050000000000014 0.42957000000000006 -0.08107499999999998 -0.42850999999999995 0.15799000000000005 0.084740000000000024 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 28 -4 7 12 -9 11 -11 -10 13 -1 -15 18 17 -17 -16 -6 -21 -22 23 -8 25 -14 -3 -28 -2 -27
right_child=1 26 5 -5 19 -7 22 8 9 10 -12 -13 24 14 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.013674204070897153 0.0073796727406985722 0.0071868818765506151 0.0051405601838434289 -0.0034601071667250088 -0.00093285486711045884 -0.0028538588742801066 0.011849262296100675 0.0089234547011437827 0.0072046172118012466 0.0035489971011036501 -0.0038653118389279199 0.00096227147184046254 -0.0012338443941329249 0.0083215852923596255 0.0097773755828658229 -0.00064940685289911933 -0.0066575591762860617 0.011698049921542407 0.0027938762062188725 0.0023580073464644267 0.0027142230583273846 0.010133780575878602 0.012977702774417897 0.0075720452131482624 0.011202110468351748 0.0077757631586599582 0.0017472411663081143 -0.0069704262074083093 0.013972781086922624 0.0044668483247465966
leaf_weight=24 118 20 33 23 26 37 46 85 174 118 27 35 26 566 68 20 21 20 23 53 23 44 30 993 25 123 137 20 20 143
leaf_count=24 118 20 33 23 26 37 46 85 174 118 27 35 26 566 68 20 21 20 23 53 23 44 30 993 25 123 137 20 20 143
internal_value=0 0.00358746 0.00462534 0.00547136 0.00619469 0.000914939 0.00720891 0.00671017 0.0053763 0.00452458 0.0021684 0.00615925 0.00726311 0.00788205 0.00768844 0.00533082 0.00133056 0.00552432 0.00801232 0.00417146 0.0052774 0.00758677 0.0079078 0.00776141 0.00581436 0.00535308 0.00137684 0.00063671 0.0083352 0.00599691
internal_weight=0 554 377 307 284 70 2567 1498 439 354 145 209 1059 742 718 152 61 40 91 146 120 67 1069 1039 317 292 177 157 138 266
internal_count=3121 554 377 307 284 70 2567 1498 439 354 145 209 1059 742 718 152 61 40 91 146 120 67 1069 1039 317 292 177 157 138 266
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 1 2 47 4 2 16 14 2 2 457 1 0 16 4 1 43 2 3 13 159 4 0 158 12 0
split_gain=34.9585 4.18475 3.35078 2.67838 2.67536 1.60152 1.57979 1.43832 1.0706 1.06767 0.73579 0.72272 0.586783 0.561507 0.466923 1.03785 0.436943 0.406696 0.382053 0.321868 0.320166 0.587757 0.315673 0.355042 0.358983 0.294704 0.283523 0.260168 0.23416 0.233996
threshold=0.10752500000000002 0.12337000000000002 0.27834500000000006 -0.010834999999999999 0.085055000000000006 0.09253500000000002 0.089885000000000007 0.085505000000000012 0.40124500000000002 0.13754500000000003 -0.034884999999999992 0.062655000000000016 0.13754500000000003 -1.0000000180025095e-35 0.080930000000000016 0.084525000000000003 -0.062294999999999996 -0.090344999999999995 0.50822500000000004 0.087135000000000004 -0.08076499999999999 0.11177500000000001 -0.14847999999999997 -0.10664 0.0089800000000000019 -0.0070899999999999991 -0.062764999999999974 0.10667500000000002 0.095780000000000018 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 20 16 11 12 25 14 29 19 13 -3 22 -16 -1 -7 -15 -5 26 -22 -8 -24 28 -6 -2 -26 -25 -9
right_child=1 7 -4 6 8 17 9 10 -10 -11 -12 -13 -14 18 15 -17 -18 -19 -20 -21 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.0011795279275135498 0.00032103524624216122 0.00034869446071513773 0.00068718484114148608 0.001229814419366974 0.0012282089165904942 0.00097208502976333397 0.0012388268496246594 0.00064881364958418184 0.00068531754295051382 0.0007878859818108068 0.00092137566262405675 0.0014297878133510452 0.00026233232068900491 0.00077616037743515661 0.0011898762591524062 0.00063625906347174058 0.00085704686567117741 0.00065114887572136244 0.00042133214719155252 0.0011633569530697884 0.00092559176433561945 0.00061088423197722076 0.00094746408680305137 0.0011523311083850422 0.0013268903883322007 0.0010024187462111343 0.00064323816159748786 0.0011000745638227688 0.0010729390337900404 0.00037500760157137801
leaf_weight=70 21 65 59 930 46 20 107 28 29 37 30 60 102 28 30 23 21 63 20 401 29 107 41 328 59 43 21 29 253 21
leaf_count=70 21 65 59 930 46 20 107 28 29 37 30 60 102 28 30 23 21 63 20 401 29 107 41 328 59 43 21 29 253 21
internal_value=0 0.000618979 0.00114899 0.00116001 0.000783555 0.000925454 0.00117777 0.000453284 0.00101251 0.0011141 0.000679534 0.00121928 0.00037015 0.000467471 0.00112797 0.000949627 0.00110511 0.000728483 0.000628315 0.00120979 0.000631778 0.000677991 0.00113954 0.00112458 0.00113544 0.00111912 0.000482137 0.00125214 0.00111776 0.000531468
internal_weight=0 590 2531 2472 296 174 2298 294 118 907 79 1391 215 113 870 53 91 83 48 1331 178 136 817 710 669 89 42 88 581 49
internal_count=3121 590 2531 2472 296 174 2298 294 118 907 79 1391 215 113 870 53 91 83 48 1331 178 136 817 710 669 89 42 88 581 49
is_linear=0
shrinkage=0.00196078


Tree=4714
num_leaves=31
num_cat=0
split_feature=1 155 402 43 0 2 15 157 1 15 51 1375 1429 1453 160 11 4 3 3 157 133 4 52 483 474 4 34 2 484 159
split_gain=0.61737 0.11974 0.095954 0.125109 0.214809 0.161812 0.0853526 0.0930035 0.0907729 0.0900711 0.141444 0.117326 0.11691 0.092787 0.0890602 0.08657 0.0976298 0.123612 0.110379 0.208403 0.123159 0.086416 0.0960181 0.0847555 0.106854 0.097698 0.0822394 0.107783 0.118551 0.0801981
threshold=0.10920500000000001 0.084785000000000013 0.10052500000000002 0.070450000000000013 -0.084674999999999986 0.31358000000000003 0.024640000000000006 -0.0091799999999999989 0.095950000000000021 -0.079249999999999987 -0.22411499999999998 0.081895000000000009 0.083810000000000009 -0.049419999999999992 0.10455000000000002 0.076560000000000003 -0.49013999999999996 0.084940000000000015 -0.091869999999999993 -0.078969999999999985 0.099660000000000012 -0.17966999999999997 0.4099850000000001 1.0000000180025095e-35 0.10008000000000002 0.076415000000000025 -0.038779999999999995 0.10981000000000002 -0.070054999999999992 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 26 8 -8 9 10 -1 15 -13 -12 29 16 -11 18 19 -18 23 -10 -23 24 25 -20 -2 -28 -29 -15
right_child=1 -3 -4 4 -6 -7 7 -9 21 11 13 12 -14 14 -16 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.016247929501835078 -0.00018545087346305642 0.009371282528154553 -0.0034635444497689606 0.015472618027833169 0.0028833678091001332 -0.0043203351304068102 0.013947839193189374 0.0078976595179465463 0.0084013483678707142 0.0099903197811333187 0.012568060342126933 0.01355069958561555 0.0058835037851806835 0.0071852487720520586 0.0025626903105362814 0.0005851516724917396 -0.0051570904724623848 -0.0003975016185112538 0.0071830371985761397 0.0058546070438911984 0.0024489905096124857 0.0034664450645159081 0.0104586880823428 0.0037123109457925674 0.015396960500982547 0.014224159319631079 0.0066462896978399452 -0.0039269097392325815 0.0036059117832544941 0.01048508794269129
leaf_weight=21 52 35 20 23 33 28 26 1115 65 60 39 43 37 354 34 29 23 31 189 68 50 183 22 42 21 22 112 23 228 93
leaf_count=21 52 35 20 23 33 28 26 1115 65 60 39 43 37 354 34 29 23 31 189 68 50 183 22 42 21 22 112 23 228 93
internal_value=0 0.00371001 0.00332823 0.00360044 0.00805395 0.00303747 0.00739089 0.00803553 0.0068751 0.00726068 0.00820182 0.00643279 0.0100046 0.00787688 0.00749651 0.00589868 0.00620321 0.00569374 0.00614874 0.00307143 0.00701305 0.00522422 0.00421683 0.00784591 0.00859423 0.00791718 0.0035339 0.0040667 0.00291565 0.00787179
internal_weight=0 554 519 499 56 443 2567 1141 1426 1156 541 615 80 520 481 535 506 446 415 91 324 270 205 274 232 211 415 363 251 447
internal_count=3121 554 519 499 56 443 2567 1141 1426 1156 541 615 80 520 481 535 506 446 415 91 324 270 205 274 232 211 415 363 251 447
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 14 47 123 2 12 2 47 15 3 3 160 14 16 4 0 0 15 3 3 0
split_gain=36.7931 4.29287 3.80543 2.4147 2.2174 1.40443 1.35245 1.30579 1.20357 0.964799 0.876738 0.798368 0.726578 0.685051 0.661881 0.61454 0.54076 0.446555 0.421055 0.37424 0.357004 0.346568 0.415671 0.344828 0.325672 0.319843 0.387685 0.287874 0.276398 0.266018
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.090285000000000018 -0.16363499999999997 0.40124500000000002 0.033845000000000007 0.076175000000000007 0.077555000000000013 0.089295000000000013 0.11389000000000002 0.13597000000000004 0.14838000000000004 0.091680000000000011 1.0000000180025095e-35 0.149315 -0.14186499999999996 0.092070000000000013 0.062655000000000016 0.10994000000000002 -0.0070899999999999991 -0.062764999999999974 -0.11242999999999999 -0.095244999999999982 -0.13309499999999996 0.090900000000000009 -0.084804999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 15 10 -6 23 14 25 13 18 21 19 17 20 -3 -7 -8 -9 22 28 -5 -21 26 -4 -11 29 -1
right_child=1 5 6 8 7 12 9 16 -10 27 -12 -13 -14 -15 -16 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010107735784326841 0.00051519181065882655 0.00026782115280647262 0.0011348208288351695 0.0011079402060866458 0.0010756464367573356 0.00079032642077471991 0.0011858514350487253 0.0005328644197978578 0.00052998560767029978 0.00066787740867845825 0.0013813630972321178 0.0012669603914773765 0.00022546940629242682 0.00060165949713657891 0.00075442258059535178 9.9500991474057917e-05 0.00086727901252904387 0.00055696399042419356 0.00045069321598587692 0.0010592490982977798 0.00081848130351407263 0.0012275527344614851 0.0011325862893010073 0.00086370224054143469 0.00093825470378585893 0.0011117299214896716 0.00075762411371975771 0.00091299480774433787 0.00072671263361302741 0.00077111307300286355
leaf_weight=69 178 115 20 46 31 36 77 106 29 21 46 35 20 20 29 75 31 25 23 591 20 20 38 43 100 1053 22 150 28 24
leaf_count=69 178 115 20 46 31 36 77 106 29 21 46 35 20 20 29 75 31 25 23 591 20 20 38 43 100 1053 22 150 28 24
internal_value=0 0.000492697 0.00103643 0.000659386 0.000866465 0.000324875 0.00107044 0.000707893 0.000876899 0.00101653 0.00111618 0.000993864 0.000548444 0.000945832 0.00104521 0.000242726 0.00063528 0.000319454 0.000657927 0.00105619 0.0005782 0.000984287 0.000953688 0.000989938 0.00104174 0.00110504 0.000937242 0.000882893 0.000897504 0.000948926
internal_weight=0 590 2531 296 422 294 2109 188 118 968 1141 234 79 199 797 215 157 140 59 768 126 179 159 89 691 1095 42 171 121 93
internal_count=3121 590 2531 296 422 294 2109 188 118 968 1141 234 79 199 797 215 157 140 59 768 126 179 159 89 691 1095 42 171 121 93
is_linear=0
shrinkage=0.00196078


Tree=4716
num_leaves=31
num_cat=0
split_feature=4 2 1 457 1 48 3 15 13 13 1210 132 3 10 472 2 10 1 42 16 1419 48 0 42 13 3 3 4 39 3
split_gain=0.644212 0.190021 0.112142 0.193343 0.0988 0.115707 0.0890789 0.134611 0.0887771 0.0879956 0.0848644 0.0770785 0.0910416 0.0712577 0.0698661 0.0662863 0.0911058 0.0707738 0.200496 0.0661127 0.0990983 0.10051 0.103524 0.111181 0.0755792 0.0745648 0.0826967 0.0778731 0.0647097 0.0773433
threshold=0.27287000000000006 0.13404500000000005 0.091195000000000012 0.079590000000000008 0.10060500000000001 0.085485000000000019 0.31370500000000007 -0.40580499999999992 -0.15714499999999998 0.05868000000000001 -0.42132499999999995 0.078465000000000021 -0.11171999999999999 -0.079859999999999987 -1.0000000180025095e-35 -0.0091949999999999983 -0.0087699999999999983 0.092695000000000013 0.089905000000000013 0.19444000000000003 0.086325000000000013 0.092065000000000022 -0.080499999999999988 0.094365000000000018 -0.069964999999999986 -0.14186499999999996 -0.12018999999999998 -0.15464999999999998 0.10076500000000001 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 11 -5 -6 8 -8 -2 -3 -1 12 14 -10 -4 16 -14 18 -17 25 21 22 -21 24 -24 27 -27 -12 -15 -30
right_child=6 9 3 4 5 -7 7 -9 13 -11 19 -13 15 28 -16 17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.014334576709661635 0.0090912147317654818 0.0049129747710017898 0.0068206234712205414 0.0063971097566067215 -0.0067211914807558063 0.002864469780915362 0.0028579449171957094 -0.0065302326537979146 -0.002113036680966616 -0.0014508840794275916 0.014309149984320677 0.0023878352894612098 0.0079226361936889592 0.0042654512209167285 0.012529348806952532 0.0098998733998640724 -0.001305803294298644 0.0075748206736639141 -0.0034532798708162525 0.0005110482667357876 0.011116987992510466 0.00011512568265560173 0.0011763221523896964 0.012175982933129288 0.0073048844329329041 0.003034145639144949 0.0079478809785658282 0.0084377633652585587 0.0041316135653427675 -0.0045575631177052862
leaf_weight=20 26 97 36 31 20 34 42 24 25 28 37 34 20 194 53 23 23 365 22 26 35 31 27 36 79 35 1599 58 21 20
leaf_count=20 26 97 36 31 20 34 42 24 25 28 37 34 20 194 53 23 23 365 22 26 35 31 27 36 79 35 1599 58 21 20
internal_value=0 0.00729739 0.00747751 0.0063495 0.00189739 -0.000685775 0.00275558 -0.000555938 0.00351978 0.00348747 0.00785351 0.00700649 0.00729622 0.00296263 0.0102202 0.00672175 0.00298649 0.0071135 0.00337167 0.00778748 0.00620997 0.00534693 0.00631232 0.00737452 0.00574384 0.00800097 0.00784263 0.0107245 0.0035026 -0.000107009
internal_weight=0 2769 2644 661 85 54 352 66 286 125 1983 576 542 260 89 453 43 410 45 1963 234 199 168 142 106 1729 1634 95 235 41
internal_count=3121 2769 2644 661 85 54 352 66 286 125 1983 576 542 260 89 453 43 410 45 1963 234 199 168 142 106 1729 1634 95 235 41
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 150 4 4 0 15 1 50 49 0 4 47 2 52 1 15 0 50 16 47
split_gain=36.4142 5.46925 2.73673 2.67151 1.93073 1.83147 1.36409 1.23378 0.927344 0.840571 0.828997 0.73346 0.635161 0.623913 0.574072 0.669306 0.493901 0.457357 0.409032 0.394243 0.518846 0.32872 0.285475 0.283662 0.266176 0.265835 0.30063 0.259988 0.255695 0.253278
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 -0.062539999999999984 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.041865000000000006 -0.054984999999999992 -0.079119999999999982 -0.55119499999999988 0.093140000000000014 0.11411 -0.56176499999999996 0.11866500000000001 -0.089964999999999976 -0.059114999999999994 0.10883000000000001 -0.039889999999999988 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 -3 -8 13 -4 11 23 -9 14 15 -1 -15 25 -2 27 -21 -18 -5 -7 -14 26 -6 -16 -17 -20
right_child=1 4 9 22 17 10 7 12 -10 -11 -12 -13 24 16 19 28 21 -19 29 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001359006930190279 0.00086125961869307189 0.00043703093472052281 0.0011357599635197081 0.00081284877765022852 0.00042880111348743091 0.0013229885635682439 0.000979781517420616 0.0009525440420802689 0.0014582554929888779 0.00075527415443689394 0.00084297230929521096 0.00083907445162242531 0.00065797962683730293 0.0011944273222397658 0.0012844514344821211 0.0008486021136609363 0.00076113604447420897 0.00056540748781523187 0.0012428441141987695 0.0014970667806326174 0.0011876135883407862 0.0010878947697594973 0.00057428969941443518 0.0011405323354932312 0.0004925164583811692 8.2665004710618691e-05 0.0001414705664406415 0.0011888067843646951 0.0011312220046552372 0.0010616110607058764
leaf_weight=23 23 94 34 30 42 36 53 22 76 65 41 30 102 101 1047 32 20 26 56 22 392 29 54 364 59 22 21 122 20 63
leaf_count=23 23 94 34 30 42 36 53 22 76 65 41 30 102 101 1047 32 20 26 56 22 392 29 54 364 59 22 21 122 20 63
internal_value=0 0.000688642 0.00120531 0.000936667 0.000561536 0.00121874 0.000636781 0.000716342 0.00124608 0.000885946 0.00110937 0.00113478 0.000640046 0.00123716 0.00124811 0.00108049 0.00111606 0.000337836 0.00110063 0.00125606 0.00120406 0.000954524 0.000659489 0.00115695 0.000597344 0.000268225 0.000333024 0.00127447 0.000957302 0.0011469
internal_weight=0 667 2454 226 441 2355 330 236 1884 99 471 430 183 1808 1658 75 150 111 142 1583 414 49 84 400 161 85 63 1169 52 119
internal_count=3121 667 2454 226 441 2355 330 236 1884 99 471 430 183 1808 1658 75 150 111 142 1583 414 49 84 400 161 85 63 1169 52 119
is_linear=0
shrinkage=0.00196078


Tree=4718
num_leaves=31
num_cat=0
split_feature=1 4 0 1 0 484 15 51 3 376 2 394 131 13 131 130 1185 12 1 52 11 15 3 12 131 40 49 1213 15 13
split_gain=0.668326 0.123718 0.0886693 0.0871802 0.142298 0.107694 0.0950055 0.0931935 0.145758 0.0803048 0.117245 0.0744052 0.0702198 0.125732 0.111963 0.113886 0.0776529 0.0722079 0.143544 0.0722818 0.0828116 0.0700674 0.123301 0.0683825 0.0678752 0.0620952 0.0813575 0.0607489 0.066661 0.219941
threshold=0.10920500000000001 0.26450500000000005 0.22582000000000002 0.085760000000000017 -0.095504999999999993 -0.029994999999999997 0.13592500000000005 -0.09193999999999998 -0.078084999999999988 0.083785000000000012 1.0000000180025095e-35 -0.079949999999999979 1.0000000180025095e-35 -0.013634999999999998 0.097310000000000021 0.090470000000000009 0.088895000000000016 0.087075000000000014 0.077565000000000009 0.25317500000000004 0.077290000000000011 -0.56368999999999991 0.42240500000000009 0.093965000000000007 0.10583000000000002 -0.081174999999999983 -0.074429999999999982 0.104315 0.085935000000000025 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 6 5 -5 12 -7 -9 10 23 -6 16 24 -15 -16 17 19 -19 20 27 -3 -23 -2 -14 -13 -27 28 -1 -30
right_child=1 21 -4 4 11 7 -8 8 -10 -11 -12 25 13 14 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0084230686413923513 0.011320627512824205 0.0073962237974628808 0.0013308074018409985 0.011516679016252359 0.0019814661831002345 0.010301883332431316 0.0033982395970573033 -0.0023358820031422214 0.0046959158856871314 0.00062507617840310567 0.003878274705675722 0.0037120420302292618 0.010605126575766399 0.012977918886551351 0.0084519464914735998 0.00011552934453863166 0.01376185219977861 0.0075004359448013359 -0.00051165235674251685 0.0039439817056840945 0.014308488902342679 0.0027112258061697094 -0.003757488506551668 0.0063099761018563282 0.017087252847850325 0.013637319665688735 0.0078936415702643634 0.0037186325993388892 0.016034454693324231 0.0058761519920200308
leaf_weight=522 45 25 22 21 22 21 42 37 145 32 128 33 35 33 57 23 23 805 23 31 27 221 34 69 30 26 479 24 47 39
leaf_count=522 45 25 22 21 22 21 42 37 145 32 128 33 35 33 57 23 23 805 23 31 27 221 34 69 30 26 479 24 47 39
internal_value=0 0.00382233 0.0076521 0.00770675 0.00682957 0.00469942 0.00809727 0.00399419 0.00326637 0.00533299 0.00595552 0.00768163 0.00821208 0.0100926 0.0080769 0.00605523 0.00799486 0.00790748 0.00727788 0.008663 0.00888499 0.00234404 0.00184873 0.00828786 0.0135969 0.00791472 0.00818936 0.00865329 0.00884808 0.0114278
internal_weight=0 554 2567 2545 784 224 1761 203 182 274 242 560 1719 178 113 80 1541 1518 828 690 659 280 255 114 65 538 505 632 608 86
internal_count=3121 554 2567 2545 784 224 1761 203 182 274 242 560 1719 178 113 80 1541 1518 828 690 659 280 255 114 65 538 505 632 608 86
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=31
num_cat=0
split_feature=1 3 4 2 2 14 2 2 123 2 2 4 9 52 0 0 47 1 4 50 52 52 49 1 16 2 133 12 16 15
split_gain=32.4043 5.2551 2.41525 2.1979 1.90688 1.26994 1.48701 1.11713 0.93237 0.995782 0.930027 0.839843 0.693229 0.435792 0.469074 0.398894 0.653083 0.499862 0.397952 0.371609 0.335338 0.357036 0.366458 0.309611 0.281389 0.267008 0.256748 0.254906 0.245403 0.243545
threshold=0.104035 -0.059315 0.27834500000000006 0.099185000000000009 0.14285500000000004 0.062655000000000016 -0.13033999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 0.10467500000000002 -0.062539999999999984 -1.0000000180025095e-35 -0.53964499999999982 -0.04917499999999999 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.0067750000000000006 0.041865000000000006 -0.56176499999999996 0.024145000000000003 -1.0000000180025095e-35 0.12958500000000003 0.013515000000000001 0.13622000000000004 -1.0000000180025095e-35 0.08815000000000002 0.13751500000000003 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 7 6 -1 -3 9 20 23 -12 -8 -2 -15 16 17 -14 27 29 -5 22 -22 -9 -23 26 -4 -17 -11 -6
right_child=1 4 25 8 19 -7 12 10 -10 28 11 -13 15 14 -16 18 -18 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050555612450447302 0.0010279144038302186 0.00025064347872681117 0.00032914726684490838 0.0010899349790347594 0.00013265833389971996 0.0012328440179208331 0.00062396266990724734 0.00089935991460201789 0.00054925266755177749 0.00047820738436263284 0.00077859428393490171 0.00039466785812665651 0.00096712944050194531 0.00086051374113266189 0.00052713416535042081 0.0010316099334252342 0.0011752037417654898 0.00070309810863893008 0.00088418486434087078 0.00033851424126772053 0.00058895138743102768 0.00099234136331403022 0.00085703481412807193 0.000572049808871074 0.000802937089318064 0.00025491906950871149 0.00059615206054547767 0.00098159285291387656 0.0007608247536515433 -0.00010697497154541195
leaf_weight=25 45 97 20 33 63 80 20 25 38 27 25 177 51 86 20 804 25 60 108 26 22 133 180 20 39 20 45 764 21 22
leaf_count=25 45 97 20 33 63 80 20 25 38 27 25 177 51 86 20 804 25 60 108 26 22 133 180 20 39 20 45 764 21 22
internal_value=0 0.000479993 0.00071742 0.000961204 0.000356844 0.000990954 0.000980534 0.000428949 0.000844315 0.000868958 0.000498972 0.000442184 0.000987015 0.000866245 0.000797612 0.000991023 0.000888894 0.00082441 0.00099931 0.000133382 0.000900459 0.000883741 0.000827838 0.000753889 0.000949395 0.000453037 0.000513997 0.00100724 0.000601852 7.06356e-05
internal_weight=0 691 236 2430 455 1937 1857 344 493 455 247 202 1832 151 106 1812 136 111 1676 111 407 374 202 45 172 85 65 1568 48 85
internal_count=3121 691 236 2430 455 1937 1857 344 493 455 247 202 1832 151 106 1812 136 111 1676 111 407 374 202 45 172 85 65 1568 48 85
is_linear=0
shrinkage=0.00196078


Tree=4720
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 2 1 1 147 11 1 4 1 0 43 15 47 39 16 4 3 150 0 13 4 16 13
split_gain=30.7368 4.96871 3.10987 2.72172 1.62508 1.09676 1.08214 0.991834 0.908129 0.801921 0.531684 0.621325 0.544024 0.435602 0.333636 0.682492 0.350992 0.321568 0.309712 0.294306 0.284102 0.28113 0.27496 0.264789 0.247998 0.260972 0.205921 0.203428 0.196874 0.193945
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.092365000000000017 0.27287000000000006 0.14285500000000004 0.40124500000000002 0.14122000000000004 0.09253500000000002 0.085760000000000017 0.08598500000000002 1.0000000180025095e-35 0.15471500000000002 -0.013125 0.093100000000000002 0.14486500000000005 0.05259500000000001 0.024640000000000006 0.090100000000000013 0.087690000000000004 -0.45661999999999997 -0.013514999999999998 1.0000000180025095e-35 0.08926000000000002 -0.23091999999999999 -0.072309999999999985 0.063160000000000008 -0.079734999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 10 6 20 22 14 -5 12 -12 -1 29 16 21 17 28 19 23 -3 -16 -4 -2 26 -26 -25 -10 -6 -7
right_child=1 5 7 9 8 13 -8 -9 27 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0011329209029182657 0.0004682545824034669 0.00079554461088835024 0.0011073232047297832 0.00098693384903063091 0.0012880503267481706 0.00031799040131951921 0.00030402094856196759 0.00065568708118145204 0.00058400066934672051 0.00061113698954646969 0.0010803915281465618 0.00074286280853969316 0.0013248795938063291 0.00011248891599246768 0.0011376146366320141 0.00069785500054850302 0.00087467966667852321 0.00096954788121522641 0.0008097516336277419 0.00075126940986538604 0.00054398388373574208 0.00098017513236512257 0.00092647074557402557 0.00060102693318434062 0.00065739207268874296 0.00034442826630730257 0.00085259442302313717 0.00086031411152705196 0.0010985431002949791 0.00049393821088273182
leaf_weight=1052 89 45 73 34 23 108 42 35 20 61 447 22 60 35 53 30 34 75 24 31 28 246 58 29 21 20 22 21 252 31
leaf_count=1052 89 45 73 34 23 108 42 35 20 61 447 22 60 35 53 30 34 75 24 31 28 246 58 29 21 20 22 21 252 31
internal_value=0 0.000602301 0.000743278 0.00107097 0.0010842 0.000406201 0.000554782 0.000948909 0.0010093 0.000745633 0.00111993 0.00106456 0.00114328 0.000308001 0.00102562 0.000979794 0.00106488 0.00108335 0.000598639 0.000574739 0.000699056 0.00100808 0.00102725 0.000544505 0.000618268 0.000504727 0.000709546 0.000725527 0.00111439 0.000357231
internal_weight=0 691 402 2430 2335 289 115 166 754 95 1581 469 1112 174 713 329 384 350 236 212 73 299 131 181 92 41 51 41 275 139
internal_count=3121 691 402 2430 2335 289 115 166 754 95 1581 469 1112 174 713 329 384 350 236 212 73 299 131 181 92 41 51 41 275 139
is_linear=0
shrinkage=0.00196078


Tree=4721
num_leaves=31
num_cat=0
split_feature=1 2 96 2 0 133 10 2 4 149 0 43 401 0 13 13 2 133 13 0 2 1 49 131 2 2 483 158 11 41
split_gain=0.813934 0.136449 0.113081 0.105868 0.102753 0.101538 0.131657 0.161661 0.0846352 0.0858932 0.0832378 0.128097 0.0795075 0.0770925 0.0756999 0.0794411 0.074305 0.0766995 0.0903235 0.111148 0.0733651 0.125283 0.0701728 0.0698363 0.149201 0.0693855 0.0789643 0.098567 0.0660801 0.0775609
threshold=0.10920500000000001 0.13622000000000004 0.084000000000000019 0.10045500000000002 -0.13027499999999997 0.089980000000000018 0.094860000000000014 -0.13033999999999998 0.27044500000000005 1.0000000180025095e-35 -0.076234999999999983 -0.061959999999999994 1.0000000180025095e-35 0.14486500000000005 -0.08971999999999998 -0.080344999999999986 0.10981000000000002 -1.0000000180025095e-35 -0.071554999999999994 -0.22491999999999998 0.087015000000000023 0.099195000000000019 0.13014500000000004 0.086835000000000009 0.31358000000000003 0.12669500000000003 -0.06916499999999999 0.085030000000000008 0.075910000000000019 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 -5 6 7 -2 9 10 28 20 13 14 -6 -16 -9 -18 -19 -20 21 -12 25 24 -3 26 -17 -28 -1 -30
right_child=1 23 -4 4 12 -7 -8 16 -10 -11 11 -13 -14 -15 15 22 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.008895409260342468 0.015530339488699006 0.0023848437009502416 5.0769628000420497e-06 0.0043192729507413171 0.0044975119800074034 0.00072503126492457729 0.00012147165834903718 0.0082813351472799234 0.0033819318122776418 0.013882714999613889 -0.0020095358282560482 0.0088260026757352016 0.0034497085174447616 0.0035096479681669735 0.013406346354780621 0.0024495074630249292 -0.0001709524455945939 0.0030806144614221663 0.0029003817139060372 0.012009053245639882 0.007430874935484358 0.0065899750166055239 0.00283261602424318 0.0061176374918431977 -0.0062463730054635874 0.014106289437040688 0.0083544248749797597 0.015370350085537544 0.014842605969028139 0.0081514978905518863
leaf_weight=1547 21 121 37 102 40 35 30 115 29 33 32 204 38 32 38 20 25 56 21 37 56 36 20 32 24 24 223 22 41 30
leaf_count=1547 21 121 37 102 40 35 30 115 29 33 32 204 38 32 38 20 25 56 21 37 56 36 20 32 24 24 223 22 41 30
internal_value=0 0.00417978 0.00525513 0.00840621 0.00718906 0.00582645 0.00641186 0.00709809 0.00874505 0.00882364 0.00873785 0.00728527 0.00782958 0.0082268 0.00861685 0.0090917 0.00640093 0.00484521 0.00594524 0.00871109 0.00475051 0.00254315 0.00856109 0.00188936 0.000956229 0.00895753 0.00849122 0.00898443 0.00903232 0.0120154
internal_weight=0 554 377 2567 559 340 305 275 2008 1979 1946 328 457 419 387 347 254 139 114 58 124 68 309 177 145 289 265 245 1618 71
internal_count=3121 554 377 2567 559 340 305 275 2008 1979 1946 328 457 419 387 347 254 139 114 58 124 68 309 177 145 289 265 245 1618 71
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=31
num_cat=0
split_feature=1 2 12 4 1 12 2 4 1 2 2 13 47 0 4 4 14 47 50 49 52 47 52 16 49 3 15 3 16 48
split_gain=31.8602 3.87991 3.46806 3.11165 2.11733 2.01657 1.04643 0.920191 0.762605 0.671061 0.626809 0.524791 0.486579 0.445828 0.462713 0.441513 0.434717 0.431219 0.424765 0.417962 0.342297 0.338434 0.305667 0.290492 0.288795 0.254879 0.24695 0.318969 0.226124 0.242311
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.26450500000000005 0.092390000000000014 0.085055000000000006 0.089885000000000007 -0.17966999999999997 0.12958500000000003 0.13501500000000002 0.11389000000000002 -1.0000000180025095e-35 0.077555000000000013 -0.13027499999999997 0.022185000000000003 0.024790000000000003 0.062655000000000016 0.091680000000000011 0.086295000000000011 -0.012034999999999999 -0.56176499999999996 0.090280000000000013 -0.061194999999999992 0.10994000000000002 -0.085174999999999987 0.090900000000000009 -0.41942499999999994 0.31534000000000006 -0.090344999999999995 -0.035774999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 10 11 13 -6 -5 20 12 22 16 -4 -15 -13 23 24 26 -7 -8 -21 -2 25 -9 -1 -3 -28 29 -26
right_child=1 18 6 8 7 19 9 17 -10 -11 -12 15 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00091515631646062407 0.00038484576366970254 0.00025819207166055555 0.0012354160985305405 0.00049927952554678127 0.0010031370547827051 0.00065521173224802691 0.0011607934821485093 0.00077832126789956755 0.00026068197522004341 0.00071147577427465832 0.00063963235619871376 0.00088283739024016704 0.0012061295998783532 0.001059749246943766 0.00087252450046376565 0.00051164726831297823 0.0012194678070498448 0.00082547888254003382 0.00040625951191330614 0.0011309731066884363 0.0009722612059171363 0.0008819906782851039 0.00062863842626802277 0.0010622994065038684 0.00049352066860320091 0.00070176873909158196 0.00015119545401149064 -0.00014146257724080767 0.00045404408323728845 0.00078798301664053229
leaf_weight=93 58 37 53 117 28 20 39 21 92 37 22 28 33 1196 53 22 20 31 27 32 731 61 30 38 22 28 45 21 65 21
leaf_count=93 58 37 53 117 28 20 39 21 92 37 22 28 33 1196 53 22 20 31 27 32 731 61 30 38 22 28 45 21 65 21
internal_value=0 0.000486451 0.000992426 0.000570981 0.000830167 0.000718138 0.00102489 0.000675215 0.000394251 0.000969416 0.000954658 0.000559101 0.000987349 0.00105928 0.0010518 0.000719514 0.000947016 0.000617828 0.000187348 0.000912361 0.00098181 0.000967662 0.000467957 0.000912745 0.000567928 0.000865777 0.000129963 5.8077e-05 0.000527018 0.000637328
internal_weight=0 590 2531 460 422 251 2109 188 209 807 234 138 212 1302 1249 50 179 160 130 113 770 93 88 159 129 121 103 66 108 43
internal_count=3121 590 2531 460 422 251 2109 188 209 807 234 138 212 1302 1249 50 179 160 130 113 770 93 88 159 129 121 103 66 108 43
is_linear=0
shrinkage=0.00196078


Tree=4723
num_leaves=31
num_cat=0
split_feature=1 3 39 2 4 2 3 1 2 14 2 2 4 49 150 0 15 1 50 12 15 2 4 13 40 4 4 158 4 4
split_gain=32.0459 3.84272 3.30772 2.08743 2.00748 1.63497 1.3627 1.15687 1.06952 1.05984 0.969072 0.688668 0.556396 0.471955 0.470807 0.455331 0.414856 0.405818 0.39246 0.376744 0.37459 0.364948 0.355583 0.323304 0.310795 0.30719 0.305356 0.304071 0.296384 0.292081
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.10188000000000001 0.27834500000000006 0.14285500000000004 0.11658 0.09253500000000002 -1.0000000180025095e-35 0.076175000000000007 0.10803500000000001 0.13501500000000002 0.033845000000000007 -0.012034999999999999 0.081835000000000019 -0.11173999999999999 -0.097454999999999986 0.12958500000000003 0.086295000000000011 0.08815000000000002 -0.41396999999999995 0.094835000000000017 -0.0073899999999999999 -1.0000000180025095e-35 -0.077714999999999992 0.015030000000000002 -0.020529999999999996 0.080150000000000013 -0.52556499999999995 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 13 8 11 21 24 12 17 14 15 -2 22 16 -1 -10 20 28 -7 -4 -5 -12 -3 -22 -18 29 -17 -14
right_child=1 5 7 6 -6 18 -8 -9 10 -11 23 -13 27 -15 -16 19 26 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011491350099152209 0.0006410029244737005 0.00042986738505094101 0.0011271054229510375 0.0010528733390522784 0.00049780908500132606 0.00029931444520524383 0.00056272188722472194 0.00058795305423962039 0.0010124987578965761 0.0012874607957179944 0.00042010725959187433 0.00069681375899964624 0.00094425445557356049 0.00097334106807666048 0.00071828915814266476 0.001335926163319001 0.0010164466384801766 0.00062658203455309073 0.00043322688519624393 0.0010463139950420257 0.0002151084524512319 0.00082528879615442969 0.00092343064432410268 0.00059836446630577968 0.00019890435271686417 -8.9936193042233878e-05 0.00071572463856333268 0.001103524874484453 0.0010998811713527532 0.00068610200987142677
leaf_weight=22 20 42 24 190 74 36 38 84 22 81 94 37 107 92 25 21 21 20 23 820 22 43 143 67 48 30 34 38 783 20
leaf_count=22 20 42 24 190 74 36 38 84 22 81 94 37 107 92 25 21 21 20 23 820 22 43 143 67 48 30 34 38 783 20
internal_value=0 0.0005152 0.00102265 0.0010405 0.000748416 0.000407829 0.000917366 0.000741232 0.000484604 0.00106789 0.000563483 0.000951483 0.00105836 0.000913995 0.000977804 0.0010689 0.000921571 0.000828729 0.00020517 0.00107589 0.000145564 0.000933402 0.000997287 0.000494289 0.000306687 3.91212e-05 0.000830546 0.000949644 0.00110605 0.000903601
internal_weight=0 590 2531 2380 186 404 433 151 293 1947 203 395 1866 112 358 1701 77 42 111 1624 88 67 333 161 90 52 55 165 804 127
internal_count=3121 590 2531 2380 186 404 433 151 293 1947 203 395 1866 112 358 1701 77 42 111 1624 88 67 333 161 90 52 55 165 804 127
is_linear=0
shrinkage=0.00196078


Tree=4724
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 4 150 14 2 1 1 1 1 12 47 2 47 14 1 475 4 3 49 39 52 481 447 2 43
split_gain=47.5821 5.66771 4.5727 4.29988 3.11827 2.79252 1.5805 1.38037 1.34324 1.264 1.1058 0.878642 0.811675 0.656458 0.630233 0.480001 0.463872 0.463702 0.455448 0.524193 0.412359 0.400354 0.365501 0.352172 0.350512 0.318325 0.311949 0.306939 0.305119 0.292477
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13604000000000002 0.099185000000000009 0.088105000000000003 0.40473500000000007 1.0000000180025095e-35 0.076175000000000007 0.14122000000000004 0.09253500000000002 0.15022500000000003 0.089625000000000024 0.10124500000000002 0.087005000000000013 0.08265500000000002 0.089885000000000007 0.090100000000000013 -0.46166999999999997 0.11669000000000002 -0.082014999999999991 0.26450500000000005 0.10732000000000001 -0.054319999999999993 0.0046100000000000004 0.056145000000000007 -0.00080999999999999985 0.084065000000000015 0.13754500000000003 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 17 -7 9 12 20 -4 25 16 -9 15 -14 27 18 -3 29 -6 -19 -22 -12 -13 28 -18 -1 -5 -20
right_child=1 3 10 11 7 6 -8 13 -10 -11 23 24 14 -15 -16 -17 26 21 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013778353993508694 0.0012868439438745807 0.00079682816512432661 0.0011923967924016294 0.00052448670104911991 0.0013956105243836052 0.0011692462062217941 0.00065893157252243579 0.0010997373760477001 0.0016004660352867117 0.00087157982632710227 0.00089536765699877461 4.7731492716446135e-05 0.00096573468715299823 0.00061874421696890807 0.0012872132207408097 0.001316660487237461 0.0014365901895944156 0.00090688616579988085 0.00051590158452205482 0.00042468331839278206 0.0012256045460399705 0.0005591225479820779 0.00098026775028191358 0.0006299548229635962 0.00035872684323532696 0.00062863248083862213 0.0012773743985602648 0.0011325830433006382 0.00028412559864056462 0.00073737581913692373
leaf_weight=1031 52 31 34 37 52 70 35 20 74 41 40 38 47 24 275 22 54 35 41 82 353 20 25 37 22 30 382 20 45 52
leaf_count=1031 52 31 34 37 52 70 35 20 74 41 40 38 47 24 275 22 54 35 41 82 353 20 25 37 22 30 382 20 45 52
internal_value=0 0.00066869 0.00128703 0.000608942 0.00130488 0.000729111 0.000999141 0.00116951 0.00134147 0.00120053 0.000897879 0.000353235 0.00133101 0.000837377 0.00124517 0.00107762 0.00135086 0.000620478 0.000577773 0.000538969 0.0012319 0.000780427 0.00120938 0.000767832 0.000161763 0.000455809 0.00129709 0.00137317 0.000392581 0.000639737
internal_weight=0 590 2531 538 2420 366 105 515 1905 471 111 172 1831 44 344 69 1487 261 206 175 430 55 378 77 60 112 436 1051 82 93
internal_count=3121 590 2531 538 2420 366 105 515 1905 471 111 172 1831 44 344 69 1487 261 206 175 430 55 378 77 60 112 436 1051 82 93
is_linear=0
shrinkage=0.00196078


Tree=4725
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 44 2 0 1 51 41 1447 16 447 3 4 15 393 1427 12 14 0 43 52 1 376 3 374 52 1447
split_gain=1.16335 0.185292 0.144727 0.12256 0.141317 0.108032 0.113615 0.115343 0.158325 0.12839 0.0952654 0.126383 0.0849013 0.0820621 0.0813001 0.136248 0.173136 0.0785896 0.0785213 0.0785537 0.0777991 0.105055 0.114328 0.1062 0.077443 0.0748128 0.0741623 0.0720587 0.0720105 0.102943
threshold=0.10920500000000001 0.26450500000000005 1.0000000180025095e-35 -0.034684999999999994 0.10528000000000001 0.081805000000000017 0.089005000000000015 -0.13027499999999997 0.086920000000000011 0.086685000000000012 0.083975000000000008 -0.082869999999999985 -0.36241499999999999 0.084065000000000015 0.31370500000000007 0.63113500000000011 -0.40580499999999992 0.087760000000000019 1.0000000180025095e-35 -0.064509999999999984 -0.47071999999999997 -0.10011499999999998 -0.04890499999999999 0.056145000000000007 0.13408500000000004 0.083705000000000016 -0.13309499999999996 1.0000000180025095e-35 0.11277500000000001 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 24 25 6 13 8 -8 12 11 -9 -10 28 20 16 -16 18 19 -13 -3 22 -22 26 -2 -5 -23 -4 -1 -30
right_child=1 14 27 4 -6 -7 7 10 9 -11 -12 17 -14 -15 15 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011127645012545165 0.010149636320097166 0.0097535436083986005 0.0078068103476151901 0.0046710151274038372 0.012660999647341671 0.016378604696728871 0.011790688182227314 0.015568333419382966 0.0060551802222166334 0.011271057464182378 0.0038947436717097408 0.015576595127243888 -0.00099676718788319508 0.005488498893903633 0.0034054656513035301 0.0061166973260696981 -0.0094501243396238853 0.003910130780676137 0.015730567752722312 0.0095219782995779739 0.00070475407177582382 0.0046780831717814393 0.009926968110191477 0.0065044637252059251 0.0033752601034939289 -0.0019971320743206889 -0.0015886651541011923 0.0014738119207322598 0.0026208737075490798 0.0099240611668210479
leaf_weight=1161 108 22 98 106 20 28 40 38 31 20 27 22 38 29 20 24 22 23 22 825 20 26 41 36 20 20 69 22 23 120
leaf_count=1161 108 22 98 106 20 28 40 38 31 20 27 22 38 29 20 24 22 23 22 825 20 26 41 36 20 20 69 22 23 120
internal_value=0 0.00498363 0.0100365 0.00683238 0.00485209 0.0102027 0.0101312 0.00937197 0.00656498 0.00421634 0.00975034 0.00992034 0.0021715 0.0107498 0.0031745 0.000106171 -0.00332841 0.00967973 0.00983244 0.00967924 0.0041208 0.00347538 0.00690329 0.00187918 0.00909114 0.00361258 0.000126445 0.00664576 0.0108668 0.00874942
internal_weight=0 554 2567 274 146 2447 2419 1086 129 89 957 930 69 1333 280 66 42 892 869 847 214 192 61 131 128 126 95 120 1304 143
internal_count=3121 554 2567 274 146 2447 2419 1086 129 89 957 930 69 1333 280 66 42 892 869 847 214 192 61 131 128 126 95 120 1304 143
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=31
num_cat=0
split_feature=1 1 4 131 12 15 3 151 1 16 0 0 10 131 52 3 12 49 474 39 3 4 4 11 0 16 43 2 131 51
split_gain=0.942314 0.163088 0.141958 0.138604 0.12303 0.14918 0.125683 0.136623 0.112225 0.110588 0.112063 0.0930562 0.0909928 0.100901 0.0888083 0.105273 0.0878809 0.0832091 0.0751683 0.0746756 0.0753209 0.0719201 0.0656819 0.0920229 0.0922623 0.103115 0.0846386 0.0837365 0.111617 0.0830196
threshold=0.10920500000000001 0.14262000000000002 -0.010655 0.096070000000000016 0.051320000000000005 0.050935000000000008 0.11924500000000002 -0.12570499999999998 0.093575000000000019 0.052820000000000013 -0.067094999999999988 -0.14454499999999995 -0.074314999999999978 0.093840000000000021 -0.046924999999999988 -0.082334999999999978 0.11734000000000001 -0.063424999999999981 0.086280000000000009 0.10166000000000001 -0.012304999999999998 0.51164000000000009 0.40124500000000002 1.0000000180025095e-35 -0.13843999999999998 0.0057500000000000008 -0.0040649999999999983 0.084415000000000004 0.090385000000000007 0.10302500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 -4 5 6 7 -1 18 10 11 17 -3 21 15 -2 22 -10 19 20 -9 -14 23 24 -6 -26 27 28 -27 -25
right_child=1 12 3 -5 16 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.015237494003737258 0.012841377758886666 -0.0047271276908842008 0.003516813604645873 0.0097285130519772015 0.0025912556611001492 0.013198025960342162 0.00021105536188070593 0.013823842281439845 0.0079904288612306119 0.010826114987954499 -0.0024406418763101103 0.0092720885798745958 0.0021948433946818112 -0.0037617516017053282 0.012659183262354313 0.0044639034464489672 0.006238352129003033 9.0627329118433419e-05 0.0039211390598211443 0.0043233294177938393 0.0087438591918506635 0.0093546075094491244 0.003920255234420654 0.01303997513671 0.0097797515050709986 -0.00092252764551176375 0.0037634791642300446 0.0093472836823720075 0.0080258090206212808 0.0072541613582401514
leaf_weight=21 20 22 290 41 20 42 26 39 20 25 25 34 47 20 34 60 87 40 32 27 116 20 21 124 1493 20 44 234 46 31
leaf_count=21 20 22 290 41 20 42 26 39 20 25 25 34 47 20 34 60 87 40 32 27 116 20 21 124 1493 20 44 234 46 31
internal_value=0 0.00448527 0.00533442 0.00428624 0.00903281 0.00752514 0.00693684 0.00739824 0.00693839 0.00478001 0.00350982 0.00509239 0.00101851 0.00247143 0.00837784 0.00655827 0.0093507 0.00272389 0.00839077 0.00917663 0.010022 0.00433209 0.00948389 0.00954196 0.00934657 0.00942012 0.00785929 0.00846 0.00531419 0.0118828
internal_weight=0 554 445 331 2567 447 405 379 358 144 119 94 109 87 114 80 2120 60 214 182 155 67 2033 2012 1857 1837 344 300 66 155
internal_count=3121 554 445 331 2567 447 405 379 358 144 119 94 109 87 114 80 2120 60 214 182 155 67 2033 2012 1857 1837 344 300 66 155
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 42 14 4 49 52 457 12 1 1 1 40 14 39 0 4 159 39 16 2 52
split_gain=27.5752 4.46218 2.32179 1.96802 1.82313 1.46731 1.10991 1.10889 1.03803 0.809602 0.656407 0.573567 0.485629 0.412944 0.401906 0.365992 0.546356 0.328377 0.327046 0.318903 0.309357 0.300676 0.265644 0.218348 0.218955 0.228004 0.207806 0.204041 0.194863 0.187576
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.089775000000000008 -0.0060199999999999993 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 -0.56176499999999996 0.080930000000000016 0.086915000000000006 0.091195000000000012 0.11910500000000002 0.16175000000000003 -0.077714999999999992 0.062655000000000016 0.08456000000000001 0.18019500000000002 0.033845000000000007 0.0089800000000000019 0.096625000000000016 0.13751500000000003 -0.0091949999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 20 -8 9 11 -4 17 -9 -2 -11 21 -17 -1 -5 -6 -3 23 -12 24 25 -16 -14 -7 -24 -26
right_child=1 4 10 18 19 27 7 12 -10 14 22 -13 26 -15 15 16 -18 -19 -20 -21 -22 -23 28 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0011215525909751604 0.00073726462821165724 0.00051105744516686158 0.0010671691288391325 0.00070770316985332819 0.00033160078703995983 0.00062293950346560252 0.00089284533340534887 0.00084401224864357935 0.00069248289864392307 0.0012190805244730357 0.00048870123502816644 0.0013053735092297151 0.00056713601768623484 0.0010242648534433789 0.001046084501538041 0.00067166778396640875 0.0010865407856935532 0.0010386058689491845 0.00046125573365715644 6.3258028970935659e-05 0.00028562697654078696 0.0012526230367959715 0.00061195809994558253 0.00083193378851694226 0.0009343858772677318 0.001175092174072684 0.00038622043503363146 0.00088064123491167913 0.00084564199686187913 0.0010541755322376189
leaf_weight=1106 23 44 22 47 90 27 53 22 26 46 20 59 131 119 491 26 23 220 37 21 50 25 23 20 119 59 30 21 34 87
leaf_count=1106 23 44 22 47 90 27 53 22 26 46 20 59 131 119 491 26 23 220 37 21 50 25 23 20 119 59 30 21 34 87
internal_value=0 0.000613019 0.00106263 0.000837049 0.000498211 0.001075 0.000571328 0.000643095 0.00108206 0.0010865 0.000768471 0.00111621 0.000570763 0.000977779 0.00104057 0.00103091 0.000866404 0.00110779 0.000599149 0.000280833 0.000391148 0.00104097 0.000683128 0.00103415 0.0010395 0.00105992 0.000533425 0.000735684 0.000751348 0.000984977
internal_weight=0 667 2454 226 441 2355 330 236 2307 2281 99 1385 183 142 896 850 49 1326 84 111 94 801 77 776 756 550 161 48 57 206
internal_count=3121 667 2454 226 441 2355 330 236 2307 2281 99 1385 183 142 896 850 49 1326 84 111 94 801 77 776 756 550 161 48 57 206
is_linear=0
shrinkage=0.00196078


Tree=4728
num_leaves=31
num_cat=0
split_feature=1 1 4 2 43 51 123 2 124 1 0 49 151 4 401 1446 160 48 2 131 475 156 160 1447 4 1429 400 47 12 4
split_gain=0.900624 0.152078 0.128403 0.119541 0.0962817 0.097574 0.0959647 0.0954947 0.0922825 0.0797531 0.0750871 0.103534 0.0727488 0.0690181 0.0925465 0.0980151 0.0968591 0.118908 0.128755 0.0985577 0.0986127 0.168679 0.172666 0.0833649 0.0989724 0.0819015 0.0879363 0.0869194 0.138303 0.136033
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 0.10045500000000002 0.084740000000000024 -0.24107999999999999 0.08592000000000001 -0.0091949999999999983 -0.072314999999999977 0.094090000000000021 0.024095000000000002 -1.0000000180025095e-35 -0.080994999999999998 -0.082249999999999976 1.0000000180025095e-35 0.037915000000000011 0.05259500000000001 0.083985000000000018 0.088850000000000012 0.12108000000000001 -0.085734999999999992 0.085790000000000019 -0.082869999999999985 -0.085804999999999979 -0.52556499999999995 -0.060529999999999994 -0.0064499999999999991 0.077555000000000013 0.084100000000000022 -0.018869999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 7 5 -4 -5 9 -2 -1 11 -3 -11 23 15 16 19 18 -18 20 21 -15 -23 -9 -25 -22 -27 28 29 -28
right_child=1 10 4 6 -6 -7 -8 13 -10 12 -12 -13 -14 14 -16 -17 17 -19 -20 -21 25 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.009390890333535417 0.0025534132894660748 -0.002598809309460319 0.0095164691339488378 0.0079129386868845072 0.010109389573335648 0.0031604186256947893 0.001691206218674779 0.0051430784230088369 0.009947640019019547 0.0069803718921982441 -0.0036675379035018742 0.0040932303161785137 -0.0012482294369311562 0.0044073461522202706 0.011237065649211651 0.011181407336173128 0.016271265264600515 0.0071811018290806232 0.009521492728247094 0.014034114548793206 0.013493982219899243 0.0092639405832059037 0.021968459840863944 0.017215982212854381 0.010362740622903221 0.011236875083402924 -0.0039846950168298048 0.0094598581416971139 0.0071407391362470207 0.0051490578517716917
leaf_weight=35 21 29 27 533 27 229 26 29 86 22 21 114 21 22 168 144 50 68 65 26 22 23 20 22 500 53 22 121 512 63
leaf_count=35 21 29 27 533 27 229 26 29 86 22 21 114 21 22 168 144 50 68 65 26 22 23 20 22 500 53 22 121 512 63
internal_value=0 0.00447111 0.00554552 0.00891692 0.0044298 0.00383078 0.00762356 0.00927698 0.00849644 0.00584662 0.00191612 0.0027361 0.00296175 0.00941561 0.00903761 0.00873248 0.00840198 0.010496 0.0124562 0.00796848 0.00778468 0.0115293 0.015173 0.0103617 0.0106516 0.00747774 0.00730607 0.00701592 0.00652058 0.00278503
internal_weight=0 554 390 2567 283 256 559 2008 107 78 164 143 43 1930 1379 1211 1067 183 115 884 858 65 43 551 522 793 771 718 597 85
internal_count=3121 554 390 2567 283 256 559 2008 107 78 164 143 43 1930 1379 1211 1067 183 115 884 858 65 43 551 522 793 771 718 597 85
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=31
num_cat=0
split_feature=1 3 39 4 1 2 1 47 14 3 2 2 0 1 47 12 16 160 1 2 0 15 4 157 47 4 3 3 3 13
split_gain=33.2504 5.02573 2.79593 2.46533 1.71311 1.69696 1.11275 1.06576 1.03034 0.834447 0.85487 0.597772 0.538783 0.75201 0.633857 0.532815 0.530012 0.502326 0.464567 0.373868 0.372466 0.365548 0.365204 0.367317 0.364758 0.352397 0.446692 0.337669 0.448547 0.350663
threshold=0.10538500000000002 -0.059315 0.056590000000000008 0.27834500000000006 0.11690500000000002 0.10188000000000001 0.09253500000000002 0.085505000000000012 0.062655000000000016 0.11658 0.13501500000000002 0.14960000000000004 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.090285000000000018 -0.042349999999999992 0.050340000000000003 0.122715 0.094835000000000017 -0.14723999999999998 1.0000000180025095e-35 0.033845000000000007 -0.08107499999999998 0.10648500000000001 -0.52556499999999995 -0.13927999999999999 0.0068900000000000012 0.11658 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 24 8 19 11 12 10 -7 21 13 20 17 25 -9 -15 -2 -4 -1 -6 23 -17 27 -14 -27 29 -29 -3
right_child=1 4 6 -5 7 9 -8 16 -10 -11 -12 -13 15 14 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013014815420295195 0.0010397631744171376 0.00059938575265214571 0.0011824830587393318 0.0005591699645491917 0.00033066546474456846 0.0010361921470838592 0.00063038354469925129 0.00046168229435155001 0.0013349262455831655 0.00064684102763526668 0.00072169001093287275 0.00015074572634123069 0.001394605580816932 0.00050185773709491514 0.0011458358446172639 0.00086018264203769224 0.00081733871080906561 0.0009000554967966331 0.00076156147365899723 0.00087700054300902258 0.0010425241870110791 0.00059593728761754788 0.00087865383999106376 0.0010987548282433465 0.00087686752571779138 0.00088490370262925527 0.0011502067997401862 0.0008840615783338539 0.00056931520400404123 0.00029412249249278328
leaf_weight=29 113 39 24 84 119 326 68 49 83 27 37 67 22 21 20 26 24 29 29 43 81 24 34 543 20 25 1016 27 49 23
leaf_count=29 113 39 24 84 119 326 68 49 83 27 37 67 22 21 20 26 24 29 29 43 81 24 34 543 20 25 1016 27 49 23
internal_value=0 0.000587681 0.00108139 0.000825437 0.000465838 0.00109736 0.000807087 0.000374524 0.00112121 0.0009794 0.00100414 0.000303579 0.0011116 0.00100969 0.000850819 0.00112262 0.00057861 0.000732812 0.000982947 0.000986427 0.00111079 0.000375187 0.00107606 0.00108785 0.000629394 0.00114903 0.00114384 0.000593529 0.000681133 0.000486143
internal_weight=0 667 2454 226 441 2319 135 283 1929 390 363 210 1846 180 70 1666 73 50 142 67 110 143 603 569 158 1063 1041 138 76 62
internal_count=3121 667 2454 226 441 2319 135 283 1929 390 363 210 1846 180 70 1666 73 50 142 67 110 143 603 569 158 1063 1041 138 76 62
is_linear=0
shrinkage=0.00196078


Tree=4730
num_leaves=31
num_cat=0
split_feature=1 3 1 2 4 376 2 132 3 4 160 42 16 14 4 16 15 3 1455 160 4 49 1 49 16 483 3 4 474 157
split_gain=0.880362 0.15256 0.116735 0.11722 0.114145 0.136109 0.160577 0.107862 0.126295 0.10667 0.0986352 0.105768 0.0921386 0.0839534 0.0835757 0.180187 0.0827818 0.0669896 0.0667782 0.100207 0.0835701 0.0679848 0.134632 0.134535 0.0792711 0.0982447 0.0905177 0.082233 0.103474 0.0961239
threshold=0.10920500000000001 0.31370500000000007 0.094385000000000011 0.13404500000000005 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.10512500000000001 0.42240500000000009 -0.020529999999999996 -1.0000000180025095e-35 -0.044809999999999996 0.13751500000000003 0.062655000000000016 -0.04890499999999999 -0.059624999999999991 -0.43375999999999998 -0.13309499999999996 -0.23681499999999997 -0.55323499999999981 -0.55119499999999988 -0.014989999999999998 0.085760000000000017 -0.067649999999999988 -0.072804999999999981 0.083960000000000021 0.10299500000000002 0.0033150000000000007 0.10008000000000002 -0.022224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 5 6 -2 8 -3 -4 -11 -12 -5 18 -8 -16 17 -6 -1 -20 -21 22 -22 -24 25 -23 27 28 -26 -29
right_child=1 7 9 12 16 -7 14 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 20 21 24 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.013144841103348882 0.0098952217183406813 0.0014646970073226842 0.0089554919676984712 0.00036505745654856719 0.0098773968750206029 9.2661801468709433e-05 0.0092143365476901329 0.0063610734278174491 -0.0078148492262698713 0.010158674775933227 0.011184211625229746 0.0035806539400421661 0.0090832335324111304 0.012324777607794941 0.0063883076189085843 -0.0033230044901098031 0.00078839776320628044 0.0038161779276957861 0.0030779890782598939 0.015095193951350193 0.009002790135659848 0.0096595910663591113 0.0066894694753827011 -0.0033983203803654759 0.0089003140312542191 0.014615094657277778 0.0020667204943795999 0.0014829640121509632 0.014998791845322684 0.0078627052125264055
leaf_weight=40 121 55 187 27 23 29 30 27 20 39 21 142 22 84 56 29 76 88 28 23 134 843 39 20 685 42 21 30 29 111
leaf_count=40 121 55 187 27 23 29 30 27 20 39 21 142 22 84 56 29 76 88 28 23 134 843 39 20 685 42 21 30 29 111
internal_value=0 0.00443457 0.00883008 0.00911507 0.00522287 0.0065578 0.00735225 0.000941278 -0.00100985 0.00723441 0.00564114 0.00456025 0.00427934 0.00922637 0.00467659 0.00307504 0.00333113 0.00507211 0.0090991 0.00901839 0.00910252 0.00903198 0.00725024 0.00326988 0.00922726 0.00989477 0.00855289 0.0087122 0.00914801 0.00650531
internal_weight=0 554 2567 2178 452 265 236 102 75 389 202 163 49 2129 115 85 187 111 2045 2005 1977 1954 193 59 1761 885 876 855 714 141
internal_count=3121 554 2567 2178 452 265 236 102 75 389 202 163 49 2129 115 85 187 111 2045 2005 1977 1954 193 59 1761 885 876 855 714 141
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 4 2 2 14 1 2 11 1 4 1 1 50 12 1 40 457 43 3 3 15 15
split_gain=48.6344 7.35319 3.82039 3.77166 2.52303 1.95163 1.71985 1.68493 1.57707 1.21484 1.39787 1.20265 1.04802 0.6385 0.542508 0.49281 0.451286 0.821203 0.435407 0.428243 0.412753 0.379951 0.368604 0.364243 0.308501 0.530394 0.51129 0.299055 0.298988 0.284936
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.089775000000000008 0.09253500000000002 -0.17966999999999997 1.0000000180025095e-35 0.13712500000000002 0.062655000000000016 0.122715 0.094835000000000017 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.13075500000000004 0.11414000000000001 0.041865000000000006 0.095780000000000018 0.086920000000000011 -0.077714999999999992 0.094310000000000019 -0.078139999999999973 0.11658 -0.10831999999999999 -0.086849999999999997 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 6 7 23 12 14 -8 -11 15 22 -2 -1 16 21 -18 -5 24 29 27 -4 -3 25 -12 -27 -9 -16 -6
right_child=1 4 5 18 20 -7 9 11 -10 10 19 -13 -14 -15 28 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014236661913168377 0.0012509805803243772 0.00056194598991194604 0.0013895772547272167 0.00076047967810588502 0.00032022875489320967 0.00072120461028580564 0.0011859005639153581 0.0011459418148180467 0.00078176813326036852 0.0010971663337127834 0.00056050369980371959 0.00092894946012580604 0.0016330558821266771 0.00092729765914274754 0.00126255648393257 0.0014350750836701924 0.0013695913314999138 0.00090667290598016564 0.00044872255541146067 0.00054223673051782351 0.00053546155871736338 0.0012309345433038044 0.001317803660604772 0.00032152239123688027 0.00052001776685025182 0.0011073633078850951 0.00072876659641955409 0.0013377430557588582 0.00095505576480178842 6.103102273827355e-05
leaf_weight=26 122 47 917 61 63 20 22 34 67 30 28 38 60 29 20 77 26 34 24 89 26 300 393 50 22 24 32 387 31 22
leaf_count=26 122 47 917 61 63 20 22 34 67 30 28 38 60 29 20 77 26 34 24 89 26 300 393 50 22 24 32 387 31 22
internal_value=0 0.000721986 0.00131152 0.00100284 0.000576313 0.00133103 0.000659253 0.00133641 0.00100175 0.000746136 0.000703137 0.0012703 0.00137965 0.00118882 0.00119316 0.00128541 0.00127066 0.00110727 0.000672454 0.000642517 0.000319271 0.00128426 0.00136805 0.000438016 0.000726715 0.000780849 0.000891022 0.00132225 0.00107564 0.000253142
internal_weight=0 691 2430 236 455 2286 344 2266 144 247 225 896 1370 151 77 858 781 60 85 195 111 721 1310 97 106 84 56 421 51 85
internal_count=3121 691 2430 236 455 2286 344 2266 144 247 225 896 1370 151 77 858 781 60 85 195 111 721 1310 97 106 84 56 421 51 85
is_linear=0
shrinkage=0.00196078


Tree=4732
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 4 2 14 2 15 2 52 15 47 15 14 1 1 2 16 47 4 3 457 13 0
split_gain=35.0981 5.32092 3.41719 2.85725 2.05368 1.75649 1.40418 1.13436 1.06051 0.927725 1.04304 0.868351 0.645612 0.632953 0.416535 0.37464 0.338521 0.327993 0.310049 0.290833 0.28933 0.284036 0.587436 0.302471 0.280954 0.270799 0.260523 0.27842 0.40318 0.253441
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.11474000000000002 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.089885000000000007 -0.41396999999999995 0.094835000000000017 -0.56176499999999996 -0.090644999999999989 0.10589000000000001 -0.086849999999999997 0.097795000000000007 0.085345000000000018 0.089770000000000016 0.10644500000000001 -0.07550999999999998 0.10350500000000001 0.23246000000000003 0.0068900000000000012 0.095565000000000025 -0.28558999999999996 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 7 17 6 11 14 25 10 -4 12 20 -11 -1 -14 -12 26 -16 -13 -5 29 23 -23 -2 -6 -3 28 -28 -17
right_child=1 2 9 5 8 -7 -8 -9 -10 13 16 19 15 -15 18 21 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012008084678182414 0.0011702501862611884 0.00047468913782342632 0.00064457510701192296 0.0011670722950816799 0.0010987510891998706 0.00062692466711088048 0.00074217281149819723 0.00065522141342077818 0.00053879151918188807 0.00033202398552211219 0.00047542366419990221 0.0013812853119894535 0.0012486413476920392 2.3352933922518031e-05 0.0010861962011047437 0.0010882888182813855 0.00016141917019201507 0.00077238826278377981 0.00077305928657301465 0.0011118473945295111 0.0011057446849249745 0.0006436596401766235 0.0012277994962299572 0.00095937680660131326 0.00089678831982846344 0.00085702591395678642 0.00055524758428481284 0.00044446585706002962 0.00089559428273157903 0.00094486238396956066
leaf_weight=26 52 116 73 878 49 28 37 71 24 113 22 67 46 33 20 665 33 25 31 20 446 20 20 28 20 28 32 24 23 51
leaf_count=26 52 116 73 878 49 28 37 71 24 113 22 67 46 33 20 665 33 25 31 20 446 20 20 28 20 28 32 24 23 51
internal_value=0 0.000590843 0.000529922 0.00109809 0.000667209 0.00111504 0.00112104 0.00083399 0.000898678 0.000369086 0.000490939 0.00112729 0.00111954 0.000262256 0.000998828 0.00107666 0.000287021 0.000560943 0.000895858 0.00131935 0.00114641 0.00106657 0.000945467 0.000827828 0.00109429 0.00101085 0.000533834 0.000620681 0.000697574 0.00107807
internal_weight=0 667 595 2454 321 2306 2278 148 101 274 128 2241 2154 146 77 830 55 220 51 87 1324 784 68 48 72 77 195 79 55 716
internal_count=3121 667 595 2454 321 2306 2278 148 101 274 128 2241 2154 146 77 830 55 220 51 87 1324 784 68 48 72 77 195 79 55 716
is_linear=0
shrinkage=0.00196078


Tree=4733
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 16 4 1 2 1 2 40 12 52 50 15 150 475 52 16 48 4 3 1
split_gain=38.4785 5.88459 3.60254 3.01075 2.0957 2.01762 1.6464 1.4972 1.25668 1.17477 1.0766 0.782181 0.699443 0.640673 0.927204 0.605288 0.524927 0.37023 0.366919 0.36621 0.340342 0.320468 0.317703 0.287787 0.411417 0.292246 0.285575 0.27941 0.326098 0.271126
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.52595999999999987 -0.15289999999999995 0.089625000000000024 0.090425000000000019 0.122715 -0.0091949999999999983 -0.077714999999999992 0.08815000000000002 -0.56176499999999996 0.041865000000000006 -0.089964999999999976 0.082565000000000013 -0.082014999999999991 0.039215000000000007 0.19444000000000003 0.091840000000000019 -0.50940999999999981 0.086245000000000016 0.12408500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 17 13 -8 -4 11 -6 -10 18 16 -2 -15 -3 27 -13 21 -7 -5 -21 -25 -26 -20 -1 -29 -14
right_child=1 5 9 22 10 20 8 -9 12 -11 -12 19 29 14 -16 -17 -18 -19 26 23 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0015145767934283739 0.0011898839411216022 0.00055050149322578715 0.0011537207107917935 0.00058930657934408871 0.00077693953087516851 0.00034427261713357716 0.00099205263386247249 0.0015394165977389697 0.0009952445708069147 0.00070391208776251764 0.00084613949194355727 0.0013601107150711075 0.00065383073570319345 0.00092375735797540603 0.0007996283274680655 0.00087233043456496706 0.0012321602179373864 0.00030388722862071337 0.0012519761331084036 0.0013433114933435622 0.00052948749561331952 6.9388327850344292e-05 0.00087242964874295625 0.0010768045517396347 0.0012442740648383973 0.0009963365843872619 0.0011037662333133174 0.0013042981696412728 0.0011271009798206034 0.00047098198178616445
leaf_weight=23 113 44 34 64 20 63 53 76 20 65 48 37 121 23 23 29 274 50 548 29 26 22 20 185 141 21 55 810 42 42
leaf_count=23 113 44 34 64 20 63 53 76 20 65 48 37 121 23 23 29 274 50 548 29 26 22 20 185 141 21 55 810 42 42
internal_value=0 0.000693697 0.00122481 0.000950968 0.00124021 0.000561853 0.000638772 0.00126985 0.00072618 0.000858392 0.00112476 0.00115564 0.000649178 0.00125845 0.00117891 0.00112503 0.00120828 0.000419324 0.00127567 0.00117398 0.000333175 0.000273126 0.000656717 0.00115567 0.00113998 0.00121213 0.00123846 0.00130132 0.00129556 0.000606716
internal_weight=0 667 2454 226 2355 441 330 1874 236 99 481 433 183 1798 320 142 297 94 1478 413 111 85 84 376 347 162 603 875 852 163
internal_count=3121 667 2454 226 2355 441 330 1874 236 99 481 433 183 1798 320 142 297 94 1478 413 111 85 84 376 347 162 603 875 852 163
is_linear=0
shrinkage=0.00196078


Tree=4734
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 124 148 47 51 13 16 1 149 4 157 10 2 13 472 484 51 4 3 42 11 43 48 49 475 484
split_gain=1.26257 0.302409 0.181677 0.149694 0.137917 0.11616 0.118141 0.118647 0.24316 0.104384 0.103988 0.103624 0.0997614 0.0949737 0.0874617 0.0833747 0.0839065 0.0824131 0.130307 0.0784926 0.074334 0.0707733 0.0816626 0.0785139 0.0690129 0.0791757 0.0648898 0.0932656 0.0793117 0.0822465
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092365000000000017 0.0049200000000000008 -0.098399999999999974 0.078345000000000012 0.10532000000000001 -0.47860499999999995 -0.45661999999999997 0.14262000000000002 0.07770500000000001 0.0049200000000000008 -0.077849999999999989 -1.0000000180025095e-35 0.13501500000000002 0.10443000000000001 -0.078554999999999986 -0.11589499999999998 0.084745000000000015 -0.0083799999999999986 -0.13927999999999999 -0.095284999999999995 1.0000000180025095e-35 -0.15879999999999997 0.092680000000000026 1.0000000180025095e-35 -0.068779999999999994 -0.066214999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 24 6 -3 8 12 -4 -6 -11 14 -9 -8 -16 -17 18 -12 -20 -15 22 -19 -24 -1 -26 28 -28 -21 -30
right_child=1 2 9 -5 10 -7 7 13 -10 11 17 -13 -14 20 15 16 -18 21 19 26 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.011304360280991063 0.011431327144182237 -0.0010750983702018857 0.0042857986281260628 0.002628688802095977 0.013708663226607893 0.00057685832079086043 0.0097191213758598127 0.013985518338582057 0.013993126453098024 0.0025607850362101329 0.016938594767823816 -0.0070390037345615308 0.01147778716192327 0.0091858011810260209 0.00038425963644360037 0.0056999459917117037 0.00047128372716542799 0.01329595330614774 0.013361953694373369 0.0053711372403762283 0.0023432315926766025 0.0015009434206322545 0.010193181101931259 0.0015361004212701864 0.0096697373113230536 0.016805501220612012 0.0044965791282682065 0.011784511495381594 0.0047429674787929765 0.010446770186055838
leaf_weight=1523 93 20 58 22 63 36 29 33 33 23 25 22 22 77 53 180 37 21 50 39 20 21 20 22 23 48 59 25 27 397
leaf_count=1523 93 20 58 22 63 36 29 33 33 23 25 22 22 77 53 180 37 21 50 39 20 21 20 22 23 48 59 25 27 397
internal_value=0 0.00610139 0.00533049 0.0108394 0.0109158 0.00606461 0.0064566 0.00676782 0.00581902 0.00148171 0.00981588 -0.00213245 0.00497869 0.00935149 0.0045005 0.00393998 0.00480842 0.00946851 0.00986556 0.00956936 0.00777496 0.00652848 0.00820433 0.00565852 0.0114464 0.0144939 0.00922269 0.00666561 0.00968661 0.0100836
internal_weight=0 736 643 2385 2363 540 504 484 354 103 769 45 321 130 299 270 217 706 622 597 97 84 63 42 1594 71 547 84 463 424
internal_count=3121 736 643 2385 2363 540 504 484 354 103 769 45 321 130 299 270 217 706 622 597 97 84 63 42 1594 71 547 84 463 424
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 3 151 1 15 16 150 475 0 0 4 1 0 151 402 402 1446 1455 1456 1456 0 1374 1446 0 3 52
split_gain=1.02635 0.159283 0.141522 0.151526 0.126193 0.139878 0.133039 0.127664 0.146986 0.126668 0.103071 0.102275 0.0872893 0.123625 0.0759524 0.0742987 0.0713048 0.135826 0.109749 0.0945703 0.0864784 0.0921731 0.104572 0.103052 0.0982437 0.0876772 0.0871031 0.180447 0.0841362 0.0853604
threshold=0.10920500000000001 0.26450500000000005 0.051320000000000005 0.050935000000000008 0.11924500000000002 -0.11171999999999999 0.050660000000000004 0.095950000000000021 -0.14601999999999996 0.0065250000000000004 0.084680000000000019 -0.068264999999999978 -0.040504999999999992 -0.13843999999999998 0.053180000000000012 0.15471500000000002 -0.086074999999999985 -0.088054999999999981 -0.072599999999999984 0.08865000000000002 0.11402000000000001 -0.24112999999999998 -0.14418499999999998 -0.081149999999999986 -0.085754999999999984 0.081125000000000017 0.037915000000000011 -0.08095999999999999 -0.12018999999999998 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 7 8 -7 -9 12 -10 13 -2 16 -3 17 -4 -19 20 21 -18 -23 -24 -25 26 -26 -28 29 -20
right_child=1 15 14 -5 -6 6 -8 9 11 -11 -12 -13 -14 -15 -16 -17 19 18 28 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0020039736821844773 0.0029630199361625792 0.0037846246592306097 0.0060069021445756064 0.013692589878614637 0.00064292534684332525 0.017560832716452961 0.0019969771825909164 0.0043749159349628338 0.0035819308571517468 0.012506007716059687 0.0035665437228875998 0.010474564617034048 0.0038448340627689698 0.010330849533259381 0.0082849737772386269 -0.0011409012926742435 0.015205672356699194 0.01760069311546561 0.017991661855622249 0.012141667203023745 0.0030633967301885909 0.0034704850023162775 0.015436042337838947 0.0033225767211451269 0.009155545982722179 0.015942328600656419 0.017155260853469374 0.0065749109075922104 0.010719871285129077 0.010294247565791011
leaf_weight=37 28 245 49 42 26 26 29 82 25 25 81 155 43 122 247 35 28 28 34 144 21 29 29 26 910 21 40 27 462 25
leaf_count=37 28 245 49 42 26 26 29 82 25 25 81 155 43 122 247 35 28 28 34 144 21 29 29 26 910 21 40 27 462 25
internal_value=0 0.0048463 0.00959228 0.00797527 0.00738236 0.0078447 0.00847659 0.00907694 0.0105325 0.0062747 0.00656039 0.00951725 0.00781687 0.00895552 0.00993322 0.00316893 0.0101506 0.0110515 0.0115018 0.00972803 0.00942072 0.00954099 0.0093944 0.00955755 0.00939107 0.00954917 0.00941175 0.0128915 0.011174 0.01473
internal_weight=0 554 2567 447 405 379 342 313 206 107 274 180 193 150 2120 280 1873 598 549 1275 1131 1110 1082 1053 1024 998 977 67 521 59
internal_count=3121 554 2567 447 405 379 342 313 206 107 274 180 193 150 2120 280 1873 598 549 1275 1131 1110 1082 1053 1024 998 977 67 521 59
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 43 48 3 3 47 0 0 149 12 52 10 133 10 0 15 40 11 43 16 0 4 15 51 48 4
split_gain=0.838235 0.237348 0.133282 0.163008 0.181693 0.106817 0.135382 0.106286 0.107082 0.0979394 0.113299 0.0953372 0.0854275 0.085359 0.0728057 0.0770841 0.117142 0.0989059 0.133188 0.0766501 0.0727228 0.0655333 0.163412 0.10923 0.0824103 0.0705371 0.0660772 0.132384 0.0642559 0.0711106
threshold=0.11846000000000002 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 -0.11720999999999999 0.083685000000000009 0.12178000000000001 -0.11171999999999999 0.085505000000000012 -0.040504999999999992 -0.072269999999999987 0.081720000000000015 0.099815000000000015 0.12354000000000001 -0.062879999999999978 -0.073829999999999993 1.0000000180025095e-35 -0.036484999999999997 0.013270000000000002 -0.0087249999999999984 1.0000000180025095e-35 0.035560000000000008 -0.43320999999999993 -0.13843999999999998 -0.14098499999999997 0.040760000000000005 0.084305000000000019 -0.024949999999999996 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 11 8 -6 12 20 -7 14 21 15 -2 -17 18 19 -18 -11 24 23 -23 -3 -26 27 -25 -10 -30
right_child=9 13 3 -5 7 6 -8 -9 28 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.0008209267925533072 -0.0035368100182633054 0.0026497160643339161 0.0077749108420090479 0.014381564192340844 0.0020307688366459765 -0.0071373336948454382 0.0051554448938986759 0.0038657494700872347 0.0053226470833913873 0.0023909680290325058 -0.00070523537495838749 0.0017760091566015037 0.0085201206558849669 0.0075489285222028156 0.0053704352874774488 -0.0053563955865683971 0.00021558031194696299 -0.0023307574013697692 0.010035837281109959 0.0074108887114562099 0.009172771913836187 0.0029547673440538345 0.018578708207234739 0.012009403963124247 0.0045307417872898059 0.0092009499482964743 0.014658394614782404 0.0029984074462529112 0.008743891501125681 0.012758379816314428
leaf_weight=23 33 20 47 28 23 20 64 57 38 21 21 30 20 370 44 20 57 29 29 20 64 20 25 56 33 1618 34 23 175 59
leaf_count=23 33 20 47 28 23 20 64 57 38 21 21 30 20 370 44 20 57 29 29 20 64 20 25 56 33 1618 34 23 175 59
internal_value=0 0.00846476 0.00663466 0.00695162 0.00654609 0.00376337 0.00210949 0.00781887 0.00858269 0.00332198 0.00587224 -0.00178933 0.00224925 0.00893415 0.00170866 0.000851652 0.00178597 0.0028441 0.00425986 0.00208449 0.00749727 0.00921437 0.011161 0.0097667 0.00903031 0.0091076 0.0109723 0.00938595 0.00913671 0.00975609
internal_weight=0 2763 564 541 513 161 114 352 295 358 106 50 252 2199 232 188 155 135 106 77 85 1829 158 133 1671 1651 113 79 272 234
internal_count=3121 2763 564 541 513 161 114 352 295 358 106 50 252 2199 232 188 155 135 106 77 85 1829 158 133 1671 1651 113 79 272 234
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 2 4 2 4 2 1 1 15 4 1 150 13 43 13 47 0 12 43 2 43 0 15 4 40 13
split_gain=25.635 3.11295 2.86329 1.89022 1.76424 1.2796 1.07731 0.981687 0.828644 0.805441 0.685955 0.497564 0.491208 0.347716 0.663481 0.744852 0.366452 0.320631 0.309778 0.283058 0.269866 0.263468 0.244218 0.433236 0.225228 0.207802 0.196493 0.186737 0.183325 0.447399
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.14122000000000004 0.42051500000000003 0.14285500000000004 0.40124500000000002 0.089775000000000008 0.077845000000000011 0.090540000000000023 -0.41396999999999995 -0.013514999999999998 0.086920000000000011 0.081835000000000019 -0.16152999999999998 0.05259500000000001 -0.10278499999999999 0.091680000000000011 -0.066089999999999996 0.090285000000000018 -0.04890499999999999 0.11177500000000001 -0.079914999999999986 -0.081894999999999982 -0.090644999999999989 0.063160000000000008 -0.065969999999999987 -0.072819999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 22 9 7 28 19 11 -4 18 -8 16 21 -16 -11 -18 -1 -6 -13 -15 25 -24 -12 -2 -9 -7 -3 -30
right_child=1 6 10 -5 8 27 12 26 -10 13 24 20 -14 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013319992175154377 0.00045776095334503435 0.00059421292524419582 0.0010664923497441768 0.00072505900120942938 0.001189207570343848 0.00065172137044297129 0.00045281510957525292 0.00056883740154179655 0.00069047461860158939 0.00087229979166241021 0.000772920793819872 0.0011079671798065851 0.00018089413844863539 0.0011371825017047951 0.0010833375413322093 0.00056706615781773433 0.001160533547833912 0.0010322743505938178 0.001177084910414585 0.00096984365287901351 0.00087620846781076166 0.0010316150498641144 0.00097881473481336374 0.00066893694132641283 0.00054149925393349552 0.00066798421378503096 0.00032960691948438455 0.00091645727638436968 0.00057778927313293358 0.00091775988767722283
leaf_weight=52 29 20 28 45 42 20 113 22 29 21 61 241 33 158 21 22 404 92 1088 49 21 214 22 82 22 48 33 21 22 46
leaf_count=52 29 20 28 45 42 20 113 22 29 21 61 241 33 158 21 22 404 92 1088 49 21 214 22 82 22 48 33 21 22 46
internal_value=0 0.000655186 0.00110904 0.00112317 0.000794744 0.00113071 0.000509833 0.000630797 0.000979107 0.00113674 0.000801108 0.00116644 0.000391354 0.00109207 0.0010498 0.000819199 0.001126 0.00113674 0.00118415 0.00107109 0.00108939 0.00107645 0.000672514 0.000734488 0.00071158 0.000588809 0.000425299 0.000787318 0.000759234 0.000807769
internal_weight=0 590 2531 2420 301 2375 289 143 120 2334 111 1402 146 932 415 43 517 496 1140 91 262 372 181 104 83 77 55 41 88 68
internal_count=3121 590 2531 2420 301 2375 289 143 120 2334 111 1402 146 932 415 43 517 496 1140 91 262 372 181 104 83 77 55 41 88 68
is_linear=0
shrinkage=0.00196078


Tree=4738
num_leaves=31
num_cat=0
split_feature=1 2 39 12 4 2 4 2 1 11 1 4 2 2 14 0 12 50 1 4 2 14 1 16 1 15 1 0 4 16
split_gain=34.6759 3.89851 3.79114 2.95848 2.17626 1.59369 1.56283 1.12552 0.99316 0.856667 0.768452 0.811243 0.709633 0.745547 0.587148 0.512266 0.492612 0.491428 0.42304 0.412661 0.377333 0.311398 0.281256 0.2744 0.335082 0.274345 0.331288 0.28059 0.272048 0.374495
threshold=0.10752500000000002 0.14285500000000004 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.13712500000000002 0.27044500000000005 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 0.088975000000000012 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 -0.15202999999999997 0.093965000000000007 0.086295000000000011 0.091450000000000017 -0.029144999999999997 0.094835000000000017 -0.46413499999999996 0.12040000000000002 -0.06421499999999998 0.11323000000000001 -0.089964999999999976 0.13869000000000004 -0.094299999999999981 0.024790000000000003 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 5 7 16 14 20 10 28 -12 22 -14 18 -13 -5 25 -1 -15 -4 -21 -2 24 -23 26 -3 -28 -9 -30
right_child=1 17 8 6 -6 -7 -8 9 -10 -11 11 15 13 19 -16 -17 -18 -19 -20 21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011985067729399796 0.0005839471642917842 0.00050643863179047021 0.0011968511941970563 0.0012681383893709459 0.00070511711361307121 0.00075199785397240984 0.00058349078934500243 0.0011241692325052669 0.00067981447518849266 0.0012727265422134996 0.0011491298013263278 0.00090929751782691101 0.00090507577588854761 0.00081330359975496924 0.0013829999947199277 0.0004984276971834547 0.00095197754682798535 0.00053089781405272997 0.0011043062213965393 0.00074148983639829298 0.00088995632431412527 0.00072429329533881589 0.00035117390107902171 0.00035431447523679972 0.00047394000586542583 7.5854016833153424e-05 0.00038963910831394148 9.6092657300959945e-05 0.0011184335188958252 0.00094477748313656488
leaf_weight=1124 29 21 24 24 43 38 44 526 84 101 30 28 32 25 59 20 90 27 219 25 43 31 64 35 61 30 21 31 103 89
leaf_count=1124 29 21 24 24 43 38 44 526 84 101 30 28 32 25 59 20 90 27 219 25 43 31 64 35 61 30 21 31 103 89
internal_value=0 0.000595253 0.00112311 0.000679985 0.00114223 0.00115027 0.000897385 0.00115685 0.000821834 0.00110261 0.00108103 0.000896189 0.000566246 0.000629649 0.00119156 0.000738102 0.00101854 0.000295434 0.00118315 0.000579855 0.000999889 0.000541458 0.000423759 0.000502082 0.000558298 0.00023371 0.000298582 0.00021464 0.00110111 0.00103794
internal_weight=0 590 2531 460 2380 2337 158 2299 151 897 796 78 302 209 1402 48 114 130 1343 177 67 152 93 127 92 103 73 52 718 192
internal_count=3121 590 2531 460 2380 2337 158 2299 151 897 796 78 302 209 1402 48 114 130 1343 177 67 152 93 127 92 103 73 52 718 192
is_linear=0
shrinkage=0.00196078


Tree=4739
num_leaves=31
num_cat=0
split_feature=1 2 12 96 2 4 4 16 12 1 8 159 2 48 43 43 52 39 4 3 41 42 1447 1212 42 0 42 4 15 2
split_gain=0.958526 0.160192 0.135157 0.132232 0.122884 0.0966994 0.102384 0.095166 0.111612 0.0925367 0.0862549 0.149019 0.117137 0.090627 0.0954938 0.0888411 0.0853431 0.0832663 0.0818092 0.106654 0.0876275 0.0965938 0.0905973 0.0970433 0.214637 0.306425 0.106289 0.0972562 0.0878437 0.0812504
threshold=0.10920500000000001 0.13622000000000004 -0.010834999999999999 0.084000000000000019 0.13501500000000002 0.24564500000000003 0.181285 0.058835000000000005 0.11734000000000001 0.09253500000000002 0.091215000000000004 0.10620500000000001 1.0000000180025095e-35 0.094925000000000023 -0.0065949999999999993 -0.010344999999999998 0.039215000000000007 0.084405000000000008 -0.082249999999999976 0.10299500000000002 0.083975000000000008 0.091205000000000008 -0.085804999999999979 0.090840000000000018 0.085730000000000015 -0.084674999999999986 -0.019989999999999997 -0.52556499999999995 0.087685000000000013 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 7 5 6 18 8 10 29 11 12 15 14 -14 -2 -7 -11 20 -20 21 22 -4 24 27 -26 -25 -24 -23 -1
right_child=1 -3 4 -5 -6 16 -8 -9 -10 17 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 28 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.014862962681800127 0.0071733554802654725 0.0023819485720375944 0.0053555449951560273 0.00035156721085612038 0.004091281420551241 0.0045579321923343323 0.016526360202418721 0.0092202079371724397 0.011881606972776355 -0.00016158428788185121 -0.00082838558979953327 -0.0024107624687964009 0.0022804001865621942 0.0014436614195195339 0.0099244531434537347 0.015721977801513277 0.010574195873797746 0.006470286310053407 0.0095200273618339173 0.0023446660400146531 0.0042350183462258424 0.020363692853716205 0.017222174524067668 0.0099702319185275383 0.026396570697596128 0.0097062013704668406 0.0012087100860662758 0.010406114186237877 0.011472163263708354 0.0076581046062832074
leaf_weight=20 31 177 31 37 39 65 23 101 25 25 24 21 26 48 44 20 37 78 1528 21 20 20 22 45 22 22 20 432 25 72
leaf_count=20 31 177 31 37 39 65 23 101 25 25 24 21 26 48 44 20 37 78 1528 21 20 20 22 45 22 22 20 432 25 72
internal_value=0 0.00486365 0.00945015 0.0060288 0.0096582 0.00975126 0.00988892 0.00664662 0.00555903 0.00691941 0.00482041 0.00553395 0.00652116 0.00479036 0.00708523 0.0105258 0.0067403 0.00486061 0.00981978 0.00942275 0.010753 0.010957 0.0106186 0.0109084 0.0113827 0.0180514 0.00727438 0.0107364 0.015424 0.00922438
internal_weight=0 554 2567 377 2372 2333 2231 340 239 195 214 190 169 118 70 51 102 103 2208 1549 659 639 594 563 498 44 65 454 45 92
internal_count=3121 554 2567 377 2372 2333 2231 340 239 195 214 190 169 118 70 51 102 103 2208 1549 659 639 594 563 498 44 65 454 45 92
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 3 2 1 43 2 14 2 50 11 13 1 457 1 2 1 13 39 4 15 52 39 159 11 1 52
split_gain=49.1614 5.78379 5.1343 3.56598 3.29807 2.42793 2.13042 2.12484 1.55166 1.3163 0.960694 0.955013 0.822474 0.814624 0.781961 0.656548 0.638136 1.07718 0.563892 0.511365 0.479589 0.452815 0.419289 0.413273 0.367955 0.342985 0.341193 0.33485 0.318831 0.315737
threshold=0.10752500000000002 -0.059315 -0.010834999999999999 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.13754500000000003 0.09253500000000002 -0.025214999999999998 0.089885000000000007 0.062655000000000016 0.11177500000000001 0.11266000000000001 1.0000000180025095e-35 -0.47860499999999995 0.122715 0.080930000000000016 0.084525000000000003 0.092120000000000021 0.087135000000000004 -0.117405 0.089130000000000015 0.018150000000000003 -0.028889999999999996 -0.078224999999999975 0.084405000000000008 0.0089800000000000019 0.082485000000000017 0.13075500000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 15 8 9 18 21 10 19 -10 -13 16 -7 -2 20 -18 -1 -4 -11 24 26 -20 -3 -9 -22 -15 -6 -24
right_child=1 5 3 -5 28 14 -8 25 11 13 -12 12 -14 27 -16 -17 17 -19 23 -21 22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014707463531712301 0.0012786455426040395 0.00047058032242817851 0.0014149566034128804 0.00080999196334137838 0.00074562876262501178 0.00041502385574661852 0.00088886704767704265 0.00057578963391921101 0.0010490419217626494 0.0010409660615735756 0.0016433356975028718 0.00061205197378521052 0.0010425484000968666 0.0016671784403277377 3.6953999569603043e-05 0.00093592982235452145 0.0013287293439462752 0.00076715371455826793 0.001219825088685634 0.0013312628507794386 0.001319780501808978 0.00043621793494699382 0.0011556617396515072 0.00088434469977430265 0.00080022084277147569 0.00085744816818486178 0.001486188654012253 0.0014047042143427004 0.00047069049845114837 0.0013137128089776124
leaf_weight=24 83 23 930 47 50 58 37 22 39 27 60 91 21 25 33 29 29 24 48 402 446 109 103 20 30 68 53 74 24 92
leaf_count=24 83 23 930 47 50 58 37 22 39 27 60 91 21 25 33 29 29 24 48 402 446 109 103 20 30 68 53 74 24 92
internal_value=0 0.000691558 0.00132007 0.00134466 0.000977675 0.00055983 0.00135557 0.0010028 0.000641791 0.0013632 0.00140063 0.000784787 0.00069277 0.00130351 0.000277922 0.00118991 0.00128209 0.00107443 0.00121235 0.0013897 0.00129735 0.000508504 0.00130733 0.00112115 0.000657169 0.000788598 0.00133746 0.00147099 0.00065646 0.00123023
internal_weight=0 590 2531 2349 186 404 2302 182 313 2265 1392 151 112 873 91 112 774 53 92 1332 721 162 694 68 53 90 499 99 74 195
internal_count=3121 590 2531 2349 186 404 2302 182 313 2265 1392 151 112 873 91 112 774 53 92 1332 721 162 694 68 53 90 499 99 74 195
is_linear=0
shrinkage=0.00196078


Tree=4741
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 0 3 4 376 130 2 1 49 132 2 4 14 3 0 150 4 0 151 131 1 48 160 402 456 12
split_gain=0.973636 0.160878 0.136623 0.163948 0.153193 0.152599 0.181773 0.132515 0.145716 0.14153 0.10478 0.0986211 0.110112 0.0916291 0.117946 0.077585 0.0757137 0.0756795 0.0731855 0.0728692 0.0946667 0.069529 0.115478 0.112239 0.115363 0.102984 0.14271 0.0896198 0.0818793 0.0733475
threshold=0.10920500000000001 0.30112000000000005 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 -0.026509999999999995 0.11296500000000002 0.41257000000000005 0.080200000000000007 -0.054924999999999995 0.14838000000000004 0.085110000000000005 0.0093850000000000027 0.10613500000000002 0.15950500000000004 0.053180000000000012 -0.47071999999999997 0.076840000000000006 0.056435000000000006 0.09487000000000001 -0.0016099999999999997 -0.086074999999999985 -0.088054999999999981 0.077555000000000027 0.078340000000000007 0.092475000000000016 -0.059339999999999997 0.012085000000000002 0.083075000000000024 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 18 6 11 8 9 -2 -11 17 19 14 -3 21 -9 -6 -1 20 -13 22 28 -24 -25 27 -27 29 -4 -23
right_child=1 13 15 -5 5 -7 -8 16 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.013093597125109347 0.00077654088593342085 0.002350920837165581 0.0023162288293242456 0.01523050855170807 0.0091994508504867553 0.00033064082834041784 9.2053625849075615e-05 0.0096210403635632255 0.0014704807894304396 0.010082171816822052 0.0024204597063362601 0.0065186830280747803 0.00051054774411022665 0.0069810952149474848 -0.0056215172461234033 0.0081764674990838157 0.0031102339939798459 0.016122624538838864 0.0069916299672733093 0.0035287980935677435 0.012320895990396435 0.0056482389589097909 0.01082591368353716 0.020547140561044216 0.012169822384991374 -0.00097740205625692993 0.0089382978651593344 0.011888167385153851 0.010493518996130054 0.0096931412200551119
leaf_weight=61 22 72 25 29 75 36 32 20 36 166 20 70 25 26 25 242 167 20 29 33 47 47 473 25 48 21 47 187 24 971
leaf_count=61 22 72 25 29 75 36 32 20 36 166 20 70 25 26 25 242 167 20 29 33 47 47 473 25 48 21 47 187 24 971
internal_value=0 0.00489917 0.00952167 0.00795408 0.00746105 0.0064848 0.00721841 0.00580951 0.00734455 0.00836122 0.00925833 0.00806302 0.00665488 0.00170924 0.000296169 0.00986119 0.00380658 0.010657 0.0111274 0.00767894 0.00884949 0.0100794 0.0109718 0.0113892 0.0150388 0.00966235 0.0058761 0.00987601 0.00632143 0.00950639
internal_weight=0 554 2567 457 428 338 302 431 244 208 186 270 175 123 97 2110 187 95 90 150 117 1868 595 546 73 1273 68 1205 49 1018
internal_count=3121 554 2567 457 428 338 302 431 244 208 186 270 175 123 97 2110 187 95 90 150 117 1868 595 546 73 1273 68 1205 49 1018
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=31
num_cat=0
split_feature=1 12 1456 47 132 1375 1 14 40 13 3 47 4 3 48 1 39 3 9 15 52 4 41 49 149 4 160 12 49 16
split_gain=0.793845 0.227937 0.121036 0.105654 0.103519 0.113341 0.100889 0.100228 0.102006 0.120058 0.0881743 0.0941802 0.121272 0.121235 0.0841642 0.0837309 0.114397 0.0879487 0.0828215 0.0869649 0.0810531 0.0806827 0.0855732 0.0988065 0.0777258 0.0764751 0.0759048 0.0779884 0.0811672 0.0692123
threshold=0.11866500000000001 0.051320000000000005 -0.077604999999999993 0.085505000000000012 0.092395000000000019 -0.27302499999999996 0.14262000000000002 0.082295000000000021 -0.08440499999999998 -0.0093149999999999986 0.12178000000000001 0.077555000000000013 0.0067750000000000006 0.096675000000000011 -1.0000000180025095e-35 0.10089500000000001 0.085060000000000011 0.086245000000000016 0.081890000000000004 0.13592500000000005 -0.080114999999999978 0.40124500000000002 0.085095000000000018 -0.14917999999999998 0.081720000000000015 0.057560000000000007 -0.010514999999999998 -0.096104999999999982 0.091325000000000003 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 24 5 -4 25 8 9 -7 11 13 -13 15 -15 17 -17 26 19 21 -16 22 23 -3 -2 -5 -10 -28 -29 -25
right_child=3 18 4 6 -6 7 -8 -9 10 -11 -12 12 -14 14 20 16 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 27 28 -30 -31
leaf_value=0.012693821858134001 0.0017017710621628731 0.016021863813220988 -0.00028723914824102238 0.011255000141339705 -1.5726231038570404e-05 0.0068891569022651242 -5.6912201795388352e-06 0.013828621730208396 0.0034189691767096521 -0.0025671782866120343 0.0033195339591365379 0.017014504790953969 0.0077186123002320533 0.0056233516003450622 0.0092005070173539795 -0.0015223316833256715 0.0063722166566488646 0.0024160885582527811 0.014170304162363555 0.0043901852268556302 0.017447723956270655 0.0035491912775406881 0.0034616146228342716 0.0091957231964214393 0.0082046113978140062 0.005082493372337551 0.0048398892842949591 0.013270666084631726 0.0060647558346814054 0.007533199621510194
leaf_weight=31 227 20 23 34 25 29 22 20 25 25 53 23 36 23 26 31 45 31 29 44 22 28 28 1758 20 49 26 54 22 292
leaf_count=31 227 20 23 34 25 29 22 20 25 25 53 23 36 23 26 31 45 31 29 44 22 28 28 1758 20 49 26 54 22 292
internal_value=0 0.00839966 0.0066176 0.0033579 0.00626814 0.00657377 0.00601511 0.00689516 0.00660075 0.00251122 0.00713033 0.0076852 0.0113424 0.00697773 0.0105972 0.00587952 0.00315207 0.00719146 0.00886158 0.00879064 0.0129805 0.00888171 0.00895288 0.00902716 0.00222832 0.00761099 0.0083571 0.00956743 0.0111847 0.00895891
internal_weight=0 2769 570 352 539 514 105 491 471 54 417 364 59 305 71 234 76 158 2199 2170 48 2126 2098 2070 247 83 127 102 76 2050
internal_count=3121 2769 570 352 539 514 105 491 471 54 417 364 59 305 71 234 76 158 2199 2170 48 2126 2098 2070 247 83 127 102 76 2050
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=31
num_cat=0
split_feature=1 12 2 44 1 3 12 34 2 12 11 2 15 11 3 13 4 12 13 42 132 159 1375 484 15 16 158 43 4 4
split_gain=0.643015 0.184958 0.138917 0.108153 0.103782 0.0952757 0.128387 0.0845139 0.0811978 0.075984 0.0791555 0.127819 0.116519 0.118441 0.102078 0.146628 0.0743262 0.0704127 0.0710986 0.0636368 0.0638063 0.0630447 0.0698342 0.0989386 0.0681717 0.0629881 0.0626785 0.0599897 0.0739247 0.0619759
threshold=0.11866500000000001 0.078300000000000008 0.14530500000000005 1.0000000180025095e-35 0.089625000000000024 0.30112000000000005 -0.42850999999999995 -0.021334999999999996 0.11510000000000002 0.099815000000000015 1.0000000180025095e-35 0.082275000000000015 0.040760000000000005 0.081790000000000015 -0.11255999999999998 0.14871000000000004 -0.04890499999999999 -0.081419999999999979 -0.071554999999999994 -0.069529999999999995 0.019705000000000004 0.10382000000000001 -0.096099999999999977 -0.011244999999999998 -0.17952999999999997 0.042200000000000008 0.08673500000000002 -0.073959999999999984 -0.055319999999999994 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 26 7 -7 -2 -9 10 14 -12 13 -13 15 -3 -10 -18 -19 -11 27 22 -6 -24 -25 -20 -1 28 -21 -29
right_child=5 9 -4 -5 21 6 -8 8 16 19 11 12 -14 -15 -16 -17 17 18 25 20 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.0071504765013178364 -0.00024757943450449369 -0.0012611033345040466 -0.0022173017915338277 0.012005202920596687 -0.0012556026130914688 0.005306898232083768 -0.0023180483727686346 0.0073383334188838502 0.0089534326631110165 0.0086903018511260265 0.016663393999139468 0.00046419036109000443 0.014198945737867195 0.0091374926187249052 0.0081902049480851915 0.0090671806673829746 0.0065240681885431213 -0.0041610918983462312 0.0046823780274611307 0.0060641588770802349 0.0011213681338211666 0.0094144631821628938 0.011640220298431814 -0.00098412282320416784 0.0048251045529630705 -0.0019741840172736421 0.012939457914658956 0.0066739058875662201 0.014150871662423015 0.002614904381782533
leaf_weight=171 39 28 20 31 20 34 63 80 20 110 27 20 33 74 1610 27 30 21 44 26 26 28 20 22 247 21 21 136 20 52
leaf_count=171 39 28 20 31 20 34 63 80 20 110 27 20 33 74 1610 27 30 21 44 26 26 28 20 22 247 21 21 136 20 52
internal_value=0 0.00755969 0.00597194 0.00626441 0.00592799 0.00302211 0.000354613 0.00403681 0.00481038 0.00798039 0.00824611 0.0104152 0.0090868 0.00729211 0.00804549 0.00380915 0.00332334 0.00235264 0.000897486 0.00667406 0.00582103 0.00487076 0.00445904 0.00485451 0.00435 0.0025318 0.00778365 0.00634321 0.00958012 0.0055512
internal_weight=0 2769 580 560 529 352 97 255 216 2189 1819 154 127 94 1665 55 136 116 86 370 260 337 309 289 269 65 192 234 46 188
internal_count=3121 2769 580 560 529 352 97 255 216 2189 1819 154 127 94 1665 55 136 116 86 370 260 337 309 289 269 65 192 234 46 188
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 15 1452 130 2 47 16 52 15 48 12 475 12 150 43 43 399 398 52 1210 1209 4 1212 160 49 1204
split_gain=0.523506 0.157691 0.118657 0.0904174 0.102709 0.126907 0.0686973 0.0767289 0.0746654 0.0674234 0.0971592 0.168253 0.069557 0.0886367 0.0641682 0.100159 0.161815 0.131426 0.0977411 0.125036 0.0704097 0.0843505 0.0895453 0.0659753 0.133693 0.0685847 0.0959444 0.0664288 0.0766131 0.0649588
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.10124500000000002 1.0000000180025095e-35 -0.077844999999999984 0.086765000000000023 -0.050984999999999996 0.084755000000000011 0.10621500000000002 -0.42170999999999997 -1.0000000180025095e-35 -0.085319999999999993 0.083685000000000009 0.086700000000000013 -0.085684999999999997 0.083875000000000019 0.10389500000000002 0.08845500000000002 0.042785000000000004 0.088015000000000024 0.09993500000000001 0.084960000000000022 -0.087769999999999973 0.083050000000000013 -0.0083799999999999986 -0.055019999999999993 0.062030000000000009 0.086815000000000017 -0.086664999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9 10 -5 12 -12 -14 15 16 -3 18 19 23 29 22 -22 -17 25 26 -25 28 -27 -16
right_child=-2 14 -4 9 6 -7 -8 8 -10 -11 11 -13 13 -15 20 17 -18 -19 -20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0076771359182084388 0.0026019459363759057 0.0067103573389238474 -0.001867177722636949 0.0069828202625015576 0.012938667801208795 -0.0027177906575767945 0.013067988436669113 0.011785555693010491 0.0059075133131992951 0.0096965600247494871 0.0018622421049512923 -0.0047192008683591023 0.0020395183741735916 0.010192893985658884 0.0012757752630436286 0.0035956320018158297 0.016540297311182849 0.00036632389140625799 0.014790105633437634 -8.6249714368022982e-05 0.0078322857505444318 0.0055509753372658651 0.015199095784037404 0.011994848911251341 0.015401712521910669 0.010662356416948817 0.0064277401201795342 0.0135578165030373 0.0045083954391884618 0.006750411410709466
leaf_weight=23 334 33 22 62 20 24 20 24 217 20 75 28 24 30 22 32 34 24 20 20 33 37 33 35 25 55 268 35 32 1460
leaf_count=23 334 33 22 62 20 24 20 24 217 20 75 28 24 30 22 32 34 24 20 20 33 37 33 35 25 55 268 35 32 1460
internal_value=0 0.00679148 0.0053384 0.00561798 0.00669593 0.00236909 0.00741963 0.00698681 0.00649288 0.00413863 0.00363105 0.00230743 0.00383258 0.00656917 0.00718087 0.00804969 0.0116987 0.00760192 0.00793459 0.00766146 0.00684485 0.00937303 0.0115157 0.00798294 0.00829493 0.00787688 0.00707081 0.00987887 0.00839883 0.00666914
internal_weight=0 2787 589 567 328 47 281 261 241 239 219 157 129 54 2198 613 67 546 522 502 1585 103 66 482 450 425 303 122 87 1482
internal_count=3121 2787 589 567 328 47 281 261 241 239 219 157 129 54 2198 613 67 546 522 502 1585 103 66 482 450 425 303 122 87 1482
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=31
num_cat=0
split_feature=1 2 48 9 48 49 1 15 49 123 12 43 150 51 49 48 4 16 3 3 403 160 1443 16 42 52 403 1212 403 4
split_gain=0.42404 0.129213 0.0974083 0.0884632 0.0961518 0.0961562 0.134748 0.143553 0.134308 0.0794665 0.0776501 0.124858 0.0742402 0.0718492 0.116629 0.070575 0.0684463 0.102861 0.0658769 0.102065 0.0873054 0.0862211 0.0759852 0.0777528 0.160197 0.127532 0.127787 0.121907 0.115266 0.0864072
threshold=0.12000500000000001 0.10803500000000001 0.13400000000000004 -1.0000000180025095e-35 -0.098424999999999985 -0.014989999999999998 0.085760000000000017 -0.091964999999999977 -0.066019999999999981 0.083965000000000012 0.089005000000000015 -0.083434999999999995 0.088380000000000014 -0.26631499999999991 0.11308500000000002 0.085790000000000019 -0.0029599999999999995 -0.43320999999999993 -0.082234999999999989 -0.082039999999999988 -0.53101999999999994 -0.55323499999999981 0.086900000000000019 -0.08231999999999999 0.087885000000000019 0.088185000000000013 -0.0038999999999999994 0.090080000000000007 -0.088584999999999983 0.0037800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 9 -5 6 -6 15 12 -1 11 -3 -9 14 -12 -8 -15 -18 21 -20 -21 -7 23 24 25 26 -23 29 -29 -25
right_child=-2 2 -4 4 5 18 7 8 -10 -11 13 -13 -14 16 -16 -17 17 -19 19 20 -22 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0026764189708046618 0.0023417513810926323 -0.0024410812785067865 -0.0020824565530000701 0.012545649918655939 0.006949363659014521 0.0014274026099592449 -0.0064757506230047768 0.0041551206669990081 -0.00019837965649601664 0.0057805243059992793 0.015088055948061603 0.0045073275063306287 0.010831250455850105 0.0064320965829547348 0.005757520968335165 0.0018245284212753178 0.0082360093272291126 -0.00051149717339019226 0.00077404449976581553 0.00097211305246067538 0.0064579033708920723 0.007079214033166698 0.013324746170214244 0.0072998790772713512 0.014809857909050254 0.0041582953087305908 0.012164136011866687 -0.0036051946736517407 0.005468538309824432 0.00091527154542167088
leaf_weight=20 334 31 21 26 138 25 21 36 38 25 21 156 31 127 37 20 20 41 35 30 880 132 21 581 36 74 79 21 42 22
leaf_count=20 334 31 21 26 138 25 21 36 38 25 21 156 31 127 37 20 20 41 35 30 880 132 21 581 36 74 79 21 42 22
internal_value=0 0.00611234 0.00456881 0.0064127 0.00649906 0.00642956 0.0047089 0.0025912 0.00455062 0.00202188 0.00489139 0.00335545 0.00724408 0.00605895 0.00913582 -0.00242683 0.00510971 0.00235654 0.00667661 0.00607324 0.00627705 0.00722859 0.00737247 0.00724582 0.00852427 0.0077303 0.00898305 0.00662963 0.00244396 0.00706694
internal_weight=0 2787 454 2333 2288 2262 284 146 105 45 433 187 67 246 58 41 188 61 1978 945 910 1033 1008 987 321 285 211 666 63 603
internal_count=3121 2787 454 2333 2288 2262 284 146 105 45 433 187 67 246 58 41 188 61 1978 945 910 1033 1008 987 321 285 211 666 63 603
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 1 2 13 52 13 457 43 39 2 159 1 0 131 0 47 4 14 0 10 3
split_gain=19.0955 3.17785 2.21886 1.81558 1.42797 1.04689 0.813718 0.639579 0.635747 0.536 0.415773 0.353148 0.345422 0.327653 0.314076 0.306399 0.482448 0.255527 0.238824 0.22387 0.241886 0.311282 0.219204 0.197754 0.195307 0.285798 0.237967 0.223118 0.190256 0.180749
threshold=0.10538500000000002 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.091195000000000012 0.17025000000000004 -0.10278499999999999 -0.56176499999999996 -0.016469999999999995 0.080930000000000016 -0.016814999999999997 0.093755000000000019 0.14530500000000005 0.082585000000000006 0.085110000000000005 -0.070154999999999981 0.09031500000000002 -0.026509999999999995 0.090100000000000013 0.41555500000000006 -0.46166999999999997 -0.15350499999999997 -0.38124499999999995 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 18 6 8 -6 10 -5 12 14 -1 -10 -4 19 -17 -16 24 29 21 -21 -2 -7 26 -26 -3 -28 -13 -15
right_child=1 2 11 9 7 23 -8 -9 13 -11 -12 28 -14 15 17 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0010787110291448467 0.00095782845304765254 0.0005995232639895156 0.0002389811559684555 0.00080336462620392258 0.0007965206576939413 0.00072514772889953035 0.00053597964749560543 0.00049209203573422349 0.001004845310456714 0.00049953246770109174 0.00083265939952733843 0.00021793798826561837 0.0009181592842090171 0.00093696382736750672 0.00057656163075829245 0.00086742475716506729 0.00046929665442735434 0.00028681674057143817 0.00026374156429779291 0.00095133989748713576 0.0011138138344753132 0.00070300612168504252 0.00073057953984129664 0.00047255842777904611 0.00067943074518112163 0.00038849863908092737 0.00053517635753722265 0.00037409287275781965 -2.8955048571030298e-05 0.0008206369000436553
leaf_weight=54 47 30 80 34 83 22 26 39 46 65 220 30 1122 56 25 25 22 22 25 69 21 27 25 26 34 21 43 143 20 619
leaf_count=54 47 30 80 34 83 22 26 39 46 65 220 30 1122 56 25 25 22 22 25 69 21 27 25 26 34 21 43 143 20 619
internal_value=0 0.000489855 0.000442774 0.000864002 0.000520691 0.000874937 0.0008809 0.000699203 0.000884832 0.000603879 0.000910896 0.000258766 0.000925532 0.000843719 0.00031372 0.000834884 0.000681067 0.000440936 0.000447116 0.000844013 0.000923194 0.000881496 0.000878923 0.000588329 0.000464032 0.000568348 0.00043747 0.000411333 0.000119181 0.000830288
internal_weight=0 667 595 2454 418 2355 2307 122 2281 99 1396 177 1176 885 127 839 47 47 296 792 117 96 72 48 271 55 216 186 50 675
internal_count=3121 667 595 2454 418 2355 2307 122 2281 99 1396 177 1176 885 127 839 47 47 296 792 117 96 72 48 271 55 216 186 50 675
is_linear=0
shrinkage=0.00196078


Tree=4747
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 14 1 2 0 1 3 1 52 51 3 47 4 4 159 151 4 14 50 39 3 0
split_gain=41.6503 6.53585 4.21501 3.53361 2.34838 2.10963 1.31394 1.17142 1.21583 1.1125 0.961772 0.869517 0.781023 0.66087 0.711826 0.439205 0.428379 0.406653 0.329163 0.306807 0.272833 0.271933 0.25364 0.319231 0.349652 0.249361 0.245764 0.236928 0.236644 0.28056
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.090425000000000019 0.13501500000000002 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.077845000000000011 0.10699500000000002 -0.22491999999999998 0.085760000000000017 -0.11171999999999999 0.16175000000000003 -0.56176499999999996 0.0038750000000000004 -0.063074999999999978 0.090100000000000013 -0.036839999999999991 -0.0070899999999999991 0.0089800000000000019 -0.086769999999999986 0.038415000000000012 -0.23083499999999998 0.086295000000000011 0.087735000000000021 -0.14186499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 19 9 12 8 27 13 -5 21 17 -1 -15 26 -14 -7 -16 25 -2 -6 23 -18 28 -3 -9 -4 -25 -30
right_child=1 2 7 10 11 6 -8 15 -10 -11 -12 -13 16 14 18 -17 22 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010858203558970678 0.0010960620152307492 0.00055286491585448906 0.0006236701127659757 0.00095016807213383887 0.0010901142846719892 0.00050006390823160898 0.00063098851299169011 5.658761057677184e-05 0.00017769202619225116 0.0013309097400968277 0.00052105143349396525 0.00048913206482509612 0.001161302842091823 0.00063281734227476748 0.0010345917183442687 -0.00019594365456963286 0.00075974519382797031 0.00089073283180427486 0.00088597344185710122 0.00059747880505120129 0.00084001577392317885 0.00082246570718747252 0.0010455962823392039 0.0011209804675093404 0.00087328820346856085 0.00036022165652431059 0.00029884421020523618 0.00037789023024778739 0.00098683991609445571 0.00080829873112502656
leaf_weight=932 48 31 38 28 20 20 48 69 99 59 71 28 46 20 364 22 32 21 68 33 24 54 130 45 137 155 21 25 396 37
leaf_count=932 48 31 38 28 20 20 48 69 99 59 71 28 46 20 364 22 32 21 68 33 24 54 130 45 137 155 21 25 396 37
internal_value=0 0.000452744 0.000385225 0.00100531 0.000537698 0.00102057 0.000946747 0.000206598 0.000313199 0.00106722 0.000642418 0.000783442 0.00096429 0.00105598 0.000994456 5.24064e-05 0.000977448 0.000700163 0.0010112 0.000423242 0.00101071 0.000894803 0.000966563 0.000950683 0.000960618 0.000392329 0.000113114 0.000526138 0.000985648 0.000971584
internal_weight=0 667 595 2454 321 2355 912 274 162 1443 99 102 864 1384 452 112 823 41 432 219 72 74 777 647 615 186 90 63 478 433
internal_count=3121 667 595 2454 321 2355 912 274 162 1443 99 102 864 1384 452 112 823 41 432 219 72 74 777 647 615 186 90 63 478 433
is_linear=0
shrinkage=0.00196078


Tree=4748
num_leaves=31
num_cat=0
split_feature=1 12 132 3 12 1375 14 43 44 0 0 3 34 2 160 4 48 4 3 4 16 2 11 484 12 0 15 49 157 51
split_gain=0.550786 0.153391 0.118768 0.0971207 0.109836 0.096254 0.109409 0.116131 0.0923167 0.090115 0.0910773 0.0864846 0.0769857 0.0808199 0.0748806 0.073552 0.0734747 0.0716127 0.0752796 0.133442 0.147157 0.129277 0.0753113 0.0947405 0.074565 0.109759 0.0739929 0.0686201 0.0619852 0.0690901
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 0.30112000000000005 -0.42850999999999995 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 1.0000000180025095e-35 -0.062764999999999974 0.056435000000000006 0.12178000000000001 -0.021334999999999996 0.11510000000000002 0.08325500000000001 -0.04890499999999999 -0.024949999999999996 0.053180000000000012 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 0.081685000000000021 0.080455000000000013 -0.011854999999999999 0.082480000000000012 -0.10474999999999998 0.040760000000000005 -0.026779999999999995 -0.051074999999999988 -0.08044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 -5 -1 7 9 11 14 -11 16 -2 -14 -7 -15 -9 18 21 20 -20 -3 23 -23 -21 -26 28 -13 -24 -30
right_child=3 17 -4 4 -6 6 -8 8 -10 10 -12 27 13 15 -16 -17 -18 -19 19 24 -22 22 26 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00056696644691249314 -0.00036184904523766959 0.016160506546497345 -0.001149038988380478 0.0045901454382521268 -0.0024624496783381181 -0.0012487504160768974 0.012366916117473292 0.0029943293571705002 0.012111546458568071 0.010918374105284994 0.0027675658560775479 0.0072165632704854947 0.006987649734511478 0.0085827059735311198 0.0043369665130740037 0.0020163749149952341 0.0076364634200241175 0.0057920172315711433 -0.0038862241765441883 0.012405576622889688 0.0068076602784135649 0.0095503724552690999 0.01220973048937218 -0.00018310171784833077 1.1939858086407185e-05 0.0074651026669398587 0.015256425268016755 -0.00016533633529701656 0.009221362373928595 0.0018142283684574067
leaf_weight=23 39 25 26 34 63 48 26 40 29 26 29 20 80 20 48 116 231 280 22 30 31 20 29 20 20 1638 20 34 34 20
leaf_count=23 39 25 26 34 63 48 26 40 29 26 29 20 80 20 48 116 231 280 22 30 31 20 29 20 20 1638 20 34 34 20
internal_value=0 0.00690237 0.00545644 0.0027028 9.59397e-06 0.00576645 0.00604078 0.00571507 0.00670548 0.00339319 0.00662068 0.0062231 0.00372727 0.00446558 0.00154411 0.00298201 0.00695128 0.00728549 0.00750454 0.00730947 0.00236869 0.00952607 0.0083662 0.00468364 0.0074646 0.0073752 0.00979633 0.0025687 0.00848064 0.00647798
internal_weight=0 2769 580 352 97 554 531 505 354 151 55 325 255 216 96 136 271 2189 1909 1741 53 168 143 40 1688 1658 103 54 83 54
internal_count=3121 2769 580 352 97 554 531 505 354 151 55 325 255 216 96 136 271 2189 1909 1741 53 168 143 40 1688 1658 103 54 83 54
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=31
num_cat=0
split_feature=1 2 97 12 3 150 48 158 4 401 4 2 12 160 484 4 11 13 3 43 52 480 3 42 1 475 1429 156 475 13
split_gain=0.447008 0.134607 0.0895737 0.0836073 0.097856 0.0962023 0.0774599 0.0737502 0.086571 0.108351 0.17054 0.100989 0.1033 0.0833983 0.102917 0.0901461 0.0799162 0.0787033 0.0836297 0.0872805 0.0715596 0.0712756 0.122443 0.0762634 0.0711284 0.0687484 0.0876907 0.159457 0.066633 0.0661991
threshold=0.12000500000000001 0.10803500000000001 -0.083924999999999986 0.086420000000000011 -0.11171999999999999 0.08926000000000002 -0.098424999999999985 0.080150000000000013 -0.082249999999999976 0.080190000000000011 -0.08835999999999998 0.10276500000000001 0.087625000000000022 -0.085834999999999981 0.085515000000000022 -0.35136499999999998 0.088710000000000011 -0.088854999999999976 -0.23446499999999998 -0.0092949999999999994 0.11639500000000001 0.086995000000000017 -0.086424999999999988 -0.0072999999999999992 0.16773500000000005 -0.084169999999999981 0.057970000000000008 0.087380000000000013 -0.084894999999999984 -0.067719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -4 8 9 13 -11 25 -13 15 16 -8 17 -15 -19 21 -9 22 23 -20 -2 28 -27 -28 29 -10
right_child=24 3 6 -5 5 -7 7 20 11 10 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013337604447521947 0.0027256530000591634 -0.0030951302053163882 0.012008238596340213 0.005770784037567693 0.0052435455548344185 -0.00033858270020928327 0.016134475610366888 0.0087214238789977017 0.0058731913483067427 -0.0021243012189094365 0.0089197096411630303 -0.00079953294668732927 0.0061338973043131685 0.012591533836509501 0.00041435911902226507 0.007272402707233349 0.0017305650970055944 0.013482680375708026 0.008823414037342197 0.0052540481459194179 0.003444865437481424 0.002926941526432832 0.014620994564823129 0.0027406570268794896 -0.0030373734482766496 0.0060704588929296754 0.006674115081959581 -0.0032295035969080593 0.012951061560306698 0.01100798098521088
leaf_weight=33 311 23 26 265 125 41 24 226 96 29 27 44 42 35 20 22 21 23 146 135 29 21 33 24 23 1153 37 29 24 34
leaf_count=33 311 23 26 265 125 41 24 226 96 29 27 44 42 35 20 22 21 23 146 135 29 21 33 24 23 1153 37 29 24 34
internal_value=0 0.00620015 0.00650673 0.00462474 0.00301785 0.00386483 0.00658095 0.0065189 0.00631651 0.00737345 0.00320049 0.00591082 0.00258656 0.00783711 0.00742944 0.0118961 0.00774976 0.00805289 0.00763704 0.00726253 0.00812134 0.008473 0.00904673 0.00796467 0.0023288 0.00611905 0.00586754 0.00232253 0.00810989 0.00721614
internal_weight=0 2787 2333 454 189 166 2300 2274 2019 560 56 1459 86 504 458 46 438 417 382 359 255 224 203 170 334 1373 1219 66 154 130
internal_count=3121 2787 2333 454 189 166 2300 2274 2019 560 56 1459 86 504 458 46 438 417 382 359 255 224 203 170 334 1373 1219 66 154 130
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 43 0 2 150 4 50 11 11 0 1429 40 13 3 2 1 0 15 0 1 4 1
split_gain=29.5202 3.85223 3.211 1.90442 1.88895 1.7925 1.33719 0.949862 0.920199 0.720265 0.592629 0.570787 0.568246 0.51696 0.397747 0.37784 0.377865 0.348551 0.337008 0.333943 0.318683 0.323069 0.315285 0.306689 0.299602 0.2931 0.287134 0.271612 0.269224 0.266933
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 -0.04890499999999999 -0.23194499999999998 0.13501500000000002 1.0000000180025095e-35 0.033845000000000007 0.041865000000000006 1.0000000180025095e-35 0.080150000000000013 -0.11242999999999999 -0.047929999999999993 -0.077714999999999992 -1.0000000180025095e-35 0.12745000000000004 0.11389000000000002 0.12958500000000003 -0.097024999999999986 -0.089964999999999976 -0.094654999999999975 0.13075500000000004 -0.059649999999999988 0.098700000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 7 15 19 23 -6 -1 13 -11 24 25 17 -17 -4 -2 -3 -10 -22 28 -9 -8 26 -7 -5 -12 -14
right_child=1 5 6 27 9 14 11 8 20 12 22 -13 29 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014139438589201466 0.0012581952368400566 0.00057242028832602562 0.00099487337048607656 0.00071123674944700561 0.00070925645360892463 0.00048614401107325271 0.0013061458176810334 0.0011049670238652118 0.00054566371436263854 0.0010234515879386375 0.0011930380164742135 0.00086193395725782135 0.00089893139905128741 0.0010089434710714746 0.00053204153732889711 0.0014780680464889617 0.0012131643267857392 0.0011996089626693134 0.00098262752473123158 0.00033301052856532965 0.00061421590170852869 0.000893622270446737 0.00084711736960320914 0.00076947871522576195 0.0011253642011068554 6.0057844186397582e-05 0.00021557348042195977 0.0004574730535786526 0.0010283893590682575 0.00059316935370755343
leaf_weight=22 21 42 33 50 88 25 37 22 94 93 70 36 23 152 26 37 47 1024 91 48 41 26 21 20 743 22 38 24 84 21
leaf_count=22 21 42 33 50 88 25 37 22 94 93 70 36 23 152 26 37 47 1024 91 48 41 26 21 20 743 22 38 24 84 21
internal_value=0 0.00063952 0.00112656 0.000873024 0.000970429 0.000532015 0.0011578 0.000612404 0.00068674 0.000847678 0.00111063 0.0011042 0.000936591 0.00111355 0.000319818 0.00120328 0.00132985 0.00119322 0.0010343 0.000444735 0.000619313 0.000722642 0.0010725 0.000945211 0.00113394 0.000254902 0.000322943 0.000628935 0.00110323 0.000753
internal_weight=0 590 2531 186 422 404 2109 293 203 225 197 968 137 932 111 1141 84 1057 112 90 161 67 175 42 780 85 63 74 154 44
internal_count=3121 590 2531 186 422 404 2109 293 203 225 197 968 137 932 111 1141 84 1057 112 90 161 67 175 42 780 85 63 74 154 44
is_linear=0
shrinkage=0.00196078


Tree=4751
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 14 2 12 50 14 49 52 2 3 4 0 4 11 47 16 1 1 3 2
split_gain=35.2638 4.36485 3.6246 2.40312 2.25045 1.7674 1.44174 1.03291 1.26942 1.01944 0.689603 0.668272 0.629308 0.578759 0.524453 0.487205 0.429453 0.402492 0.537012 0.594567 0.395642 0.370956 0.37154 0.369169 0.354391 0.378927 0.350354 0.32913 0.308951 0.306672
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.095330000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.23246000000000003 0.076175000000000007 0.11389000000000002 0.11734000000000001 0.041865000000000006 0.062655000000000016 -0.012034999999999999 0.0046550000000000003 0.10402500000000002 -0.0037349999999999996 -0.04890499999999999 -0.13027499999999997 0.033845000000000007 0.077290000000000011 0.077555000000000013 0.10994000000000002 0.12958500000000003 0.13436000000000001 0.090900000000000009 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 12 7 11 -3 26 -6 13 21 15 23 -7 24 -2 18 19 -11 -10 -4 -23 -8 25 28 -9 -22 -1 -15
right_child=1 5 6 -5 9 14 10 8 20 17 -12 -13 -14 29 -16 -17 -18 -19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010488625701446964 0.00075928814088304839 0.0003724559955527166 0.00098958453411669982 0.00056434374852436654 0.0011216045231814628 0.00016694500893841383 0.0010926795733525009 0.00109917988300111 0.00080807409450119624 0.00067092875353387961 0.00074978744399313839 0.0014157370590745881 0.00076910766396080528 0.0010950121527014214 0.00050540043752503924 0.0013937549741935389 0.001076309091926815 0.000978438678544526 0.00054328113966978383 0.001025329387801535 0.00055578448430192195 0.0011926638089531573 0.0010805542848811051 0.001278637644961057 0.0012773155336663513 0.0012189484448378793 0.00074060372862161372 0.00031380297870376616 0.00081392788055616345 0.0008485589501798259
leaf_weight=93 20 90 39 74 31 75 381 22 20 52 25 47 22 30 23 22 92 22 55 28 128 1362 124 46 31 38 20 26 28 55
leaf_count=93 20 90 39 74 31 75 381 22 20 52 25 47 22 30 23 22 92 22 55 28 128 1362 124 46 31 38 20 26 28 55
internal_value=0 0.000589981 0.0011223 0.000838536 0.000956416 0.000475547 0.00115549 0.000548941 0.000622476 0.000796667 0.00106777 0.00118545 0.00108476 0.0010833 0.000246378 0.00111752 0.0010197 0.000732507 0.000692429 0.000794969 0.000548625 0.00117835 0.00118331 0.00111271 0.00108553 0.00104814 0.000928429 0.00051493 0.000994498 0.000935542
internal_weight=0 590 2531 186 422 404 2109 306 216 188 537 1572 234 512 98 212 112 157 135 80 174 1525 1486 427 190 159 42 154 121 85
internal_count=3121 590 2531 186 422 404 2109 306 216 188 537 1572 234 512 98 212 112 157 135 80 174 1525 1486 427 190 159 42 154 121 85
is_linear=0
shrinkage=0.00196078


Tree=4752
num_leaves=31
num_cat=0
split_feature=1 1 44 155 10 131 9 131 44 2 0 1 2 1427 1 16 49 1 43 483 2 4 1213 1212 158 159 481 4 2 12
split_gain=0.597812 0.129093 0.124242 0.110034 0.105359 0.102848 0.0944709 0.0933958 0.0868745 0.0937626 0.0860172 0.110725 0.0859429 0.0789989 0.0728722 0.0704609 0.0972782 0.0646883 0.0859339 0.074882 0.0689161 0.0628422 0.0583119 0.0841675 0.0571957 0.0751407 0.0702553 0.0670936 0.0745371 0.0807915
threshold=0.10920500000000001 0.14262000000000002 0.083555000000000018 0.10158500000000002 -0.074314999999999978 0.093840000000000021 -1.0000000180025095e-35 0.096070000000000016 0.081805000000000017 0.092365000000000017 -0.14454499999999995 0.093100000000000002 -0.13033999999999998 0.082040000000000016 0.10439500000000002 -0.45661999999999997 -0.080604999999999982 0.13869000000000004 0.070450000000000013 0.089025000000000007 -1.0000000180025095e-35 0.51164000000000009 0.39818500000000007 0.11387000000000001 0.085030000000000008 0.11109000000000001 -0.08452999999999998 0.033845000000000007 0.085855000000000015 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 -3 21 -1 17 9 12 11 -11 -8 15 -13 -12 -17 18 19 20 -2 -6 23 24 25 27 -26 -14 29 -29
right_child=1 4 -4 -5 5 -7 8 -9 -10 10 13 14 22 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0019015615868071716 -0.00037713642757866657 -0.0054087617053565663 0.012121726794257052 0.011128072597255761 0.0022179696719444534 -0.0039558006031438706 0.002887135866860097 0.0082127219510518702 0.013085595392996247 0.009598179271311633 0.010221016722538605 -0.00056556272103862706 0.0081491552572006114 0.01309051444266169 0.0051912460265318974 0.001294125591150739 0.0068569925730204463 -0.0019226716280999511 0.0088779112500748762 0.0069515025674869932 0.0034387925561750309 0.008910635719075799 0.012566277311582649 0.0035461116676396205 0.0062122998507441705 0.0019487144514208751 0.011261362327840524 0.011559495597612114 0.00087167170907681199 0.0034367065448313952
leaf_weight=30 62 22 21 22 47 20 33 44 28 28 58 43 1273 21 45 33 663 22 29 45 200 20 28 42 37 21 108 24 27 25
leaf_count=30 62 22 21 22 47 20 33 44 28 28 58 43 1273 21 45 33 663 22 29 45 200 20 28 42 37 21 108 24 27 25
internal_value=0 0.00385819 0.00461368 0.00424182 0.00077384 0.00233726 0.0074803 0.00386496 0.00754626 0.00748445 0.00666066 0.004121 0.00793809 0.00704079 0.00237826 0.0068723 0.00659324 0.0033306 0.00367456 0.00318304 0.00253579 0.00421578 0.00804325 0.00796191 0.00808433 0.00788444 0.00997298 0.00797684 0.00509054 0.00741522
internal_weight=0 554 445 424 109 87 2567 402 2537 2509 891 116 1618 775 88 754 696 358 336 307 262 67 1585 1557 1515 1370 145 1349 76 49
internal_count=3121 554 445 424 109 87 2567 402 2537 2509 891 116 1618 775 88 754 696 358 336 307 262 67 1585 1557 1515 1370 145 1349 76 49
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 9 44 4 1 2 12 124 48 2 0 12 159 1447 52 0 0 4 1429 0 133 12 51 14 159 1455
split_gain=0.491189 0.177682 0.142603 0.100366 0.0907278 0.0813011 0.0932251 0.0844964 0.117431 0.170395 0.107273 0.0993824 0.166736 0.091083 0.0898446 0.0842797 0.0785414 0.0770817 0.0767584 0.0695956 0.101372 0.0918844 0.157857 0.0917483 0.0807881 0.0679317 0.0662577 0.0648733 0.0923703 0.0600406
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 -1.0000000180025095e-35 0.081805000000000017 -0.073934999999999987 0.088305000000000008 0.091265000000000013 0.11650500000000001 -0.062639999999999987 0.090225000000000014 -0.080614999999999978 -0.089269999999999988 0.090285000000000018 -0.085489999999999997 -0.085804999999999979 0.084735000000000019 -0.081584999999999977 -0.07929499999999999 -0.017809999999999996 0.083810000000000009 -0.087634999999999977 0.088525000000000006 -1.0000000180025095e-35 -0.079189999999999983 -1.0000000180025095e-35 0.11836500000000001 -0.037084999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 10 15 13 14 -11 -13 -10 18 19 -16 -18 -7 21 -21 22 23 -9 -23 -15 -6 28 -28 -19
right_child=3 -3 -4 -5 26 6 -8 8 9 11 -12 12 -14 25 16 -17 17 29 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0027236693907373897 -0.0023850040319256297 0.0017999294996261597 -0.0011058448920147899 0.0083790498536213173 -0.0023884927206065344 0.012313718776484685 0.011793765341127783 0.0024612064574561689 0.00061552829159024572 0.0055855010477144544 0.00023040335945552216 -0.0056855678667916973 0.003895283080876256 0.012060082464068686 0.012628992636584575 0.0058637042705195364 0.0017895648829065838 0.012048171530477703 0.0066315304061087474 0.015407160828234973 0.007925428116207266 0.0084217851106026687 -0.003375728348536151 0.011212769538164139 0.0050324923110304232 0.0061805926680582384 0.0090338477793221305 0.0022963032563726601 0.0014249112974438405 0.0071709314765434507
leaf_weight=48 39 75 23 28 23 70 38 23 28 41 20 34 39 21 27 442 26 26 36 27 55 367 21 25 87 306 39 196 27 864
leaf_count=48 39 75 23 28 23 70 38 23 28 41 20 34 39 21 27 442 26 26 36 27 55 367 21 25 87 306 39 196 27 864
internal_value=0 0.0066009 0.00673456 0.00263503 0.00213863 0.00680207 0.0068767 0.00680442 0.00632433 0.00500932 0.00748527 0.00164572 -0.000567031 0.00608946 0.00762359 0.00691338 0.00731331 0.00715662 0.0103839 0.00768025 0.0103889 0.00725556 0.0038556 0.00701931 0.0077723 0.00655817 0.00275766 0.00320942 0.0059211 0.00731341
internal_weight=0 2769 2694 352 324 2671 2623 2585 1516 469 1069 114 73 355 1049 1047 943 916 106 605 82 523 69 48 454 327 285 262 66 890
internal_count=3121 2769 2694 352 324 2671 2623 2585 1516 469 1069 114 73 355 1049 1047 943 916 106 605 82 523 69 48 454 327 285 262 66 890
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=31
num_cat=0
split_feature=2 30 3 0 39 121 15 13 13 12 4 15 42 1 1 1213 16 3 133 4 15 3 2 160 51 2 159 1 12 483
split_gain=0.40639 0.188662 0.130372 0.0979265 0.112186 0.0893253 0.0923216 0.0997531 0.126064 0.0944464 0.0950545 0.133368 0.0932075 0.0883551 0.0869971 0.0838408 0.0828445 0.11551 0.150621 0.0888733 0.0809743 0.0803771 0.0767832 0.0758756 0.0806509 0.0944635 0.0740195 0.0721866 0.0712972 0.069832
threshold=0.13404500000000005 0.086065000000000016 0.30112000000000005 0.034820000000000011 -1.0000000180025095e-35 -0.080284999999999981 0.024640000000000006 -0.014169999999999999 -0.010739999999999998 -0.086254999999999984 -0.27825499999999997 -0.011859999999999997 0.090990000000000015 0.091345000000000023 0.077565000000000009 0.085185000000000025 -0.070454999999999976 -0.080289999999999986 0.088525000000000006 -0.0078799999999999981 -0.14809499999999998 -0.047929999999999993 0.098035000000000011 -0.084454999999999988 -0.085989999999999997 0.086950000000000013 -0.22563499999999997 0.10937500000000001 0.091325000000000003 0.11236000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 12 -9 22 -11 15 16 14 -13 20 19 23 -19 -7 -12 -8 -10 24 -18 -26 -14 -6 -21 -28
right_child=3 -3 -4 -5 27 6 21 8 9 10 11 13 26 -15 -16 -17 17 18 -20 28 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.01259652515873313 -0.0048508403729647402 0.00085023532921371799 0.0013485993069603495 -0.0043241466437466446 0.0075260661968786745 0.014890784062445164 0.0065393104888640226 -0.0021866962859908548 0.0049691348280757669 0.0075989671280400645 0.0080232767581865927 -0.001508505154051818 0.0099187946096062664 -0.0046233276067220649 0.0078187190694734461 -0.0010464152460917832 -0.00072782890532504434 0.00059072468292844648 0.0099522081143020302 0.0071642893246572584 0.004720369938232969 0.010271302439447981 -0.0025932873567116673 0.0079166621625514251 0.010485934928680461 0.0031745677976327581 0.0037242655672858707 0.0021983316341243563 0.013224724715109916 0.0097429796776157766
leaf_weight=21 20 73 59 25 30 20 1070 26 25 136 101 20 25 23 20 20 22 68 23 165 280 61 29 241 30 43 235 167 22 21
leaf_count=21 20 73 59 25 30 20 1070 26 25 136 101 20 25 23 20 20 22 68 23 165 280 61 29 241 30 43 235 167 22 21
internal_value=0 0.00586909 0.00599965 0.00160241 0.00228519 0.00609955 0.0060495 0.00555945 0.00464209 0.00491357 0.00527409 0.00459266 0.0062412 0.000315361 0.00315511 0.00526465 0.00691313 0.00611723 0.00295681 0.00855491 0.00559594 0.00674059 0.000907834 0.00697318 0.00457971 0.00617924 0.00472518 0.00300966 0.00787728 0.00421799
internal_weight=0 2879 2806 242 217 2747 2726 1595 680 654 600 464 915 63 40 401 634 427 91 207 381 1131 54 336 95 73 281 197 187 256
internal_count=3121 2879 2806 242 217 2747 2726 1595 680 654 600 464 915 63 40 401 634 427 91 207 381 1131 54 336 95 73 281 197 187 256
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 14 4 2 1 2 1 52 1 2 3 1 0 39 1 0 16 131 160 15 0 4 43
split_gain=31.3718 5.41509 3.03086 2.51122 1.59875 1.57881 1.31518 1.17249 1.05494 1.01672 0.846635 0.779837 0.750944 0.56086 0.51653 0.519852 0.679321 0.481947 0.42933 0.266741 0.249388 0.237975 0.282758 0.305712 0.237765 0.229369 0.229202 0.519087 0.315845 0.227324
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.27834500000000006 0.062655000000000016 0.27287000000000006 0.14285500000000004 0.077845000000000011 0.090425000000000019 0.16175000000000003 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.014944999999999998 0.091450000000000017 -0.026509999999999995 0.087735000000000021 1.0000000180025095e-35 -0.038659999999999993 0.15273500000000004 0.09031500000000002 -1.0000000180025095e-35 -0.15914499999999995 -0.11173999999999999 0.0049200000000000008 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 5 4 7 6 17 8 12 10 20 -5 18 25 -14 21 -17 -3 26 -6 -4 22 -16 -24 -2 -11 -1 28 -28 -13
right_child=1 2 9 11 19 -7 -8 -9 -10 13 -12 29 14 -15 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012691914158708909 0.0011574685534246007 0.00075436014928581085 0.00078250650156183826 0.0010249810632453912 0.00088013872079245755 0.00055142299726951955 0.0010093264671322568 0.00063234219201400532 0.0013028214679531801 0.00045952394713782047 0.00031628047083926244 0.00070983306953545952 0.001240625167567057 1.2950185905484591e-05 0.0010394790436051415 0.00054949525597633106 0.0009920816037657799 0.00037736135523321366 0.0010243099268033673 0.0005867812349875408 0.00052758205988827876 0.0012118081943098069 0.00071405598133430549 0.0010090262482480173 0.00092152766883373254 0.00028451433130531655 0.00079374850161519712 0.0011253630539064712 0.0011118576266601974 0.00046024383703137145
leaf_weight=39 52 32 36 28 22 215 69 22 84 39 42 47 43 25 621 20 40 22 206 26 25 28 22 35 24 110 30 1077 20 20
leaf_count=39 52 32 36 28 22 215 69 22 84 39 42 47 43 25 621 20 40 22 206 26 25 28 22 35 24 110 30 1077 20 20
internal_value=0 0.000589191 0.000528173 0.00106267 0.00107539 0.000652784 0.000829959 0.00108282 0.0010872 0.00037612 0.00053052 0.000750174 0.00107889 0.000284723 0.00103151 0.00101977 0.000844553 0.000600768 0.00110683 0.000721237 0.000678029 0.00103466 0.00102735 0.000895178 0.00108296 0.000330322 0.00112141 0.0011163 0.000920992 0.000635329
internal_weight=0 691 615 2430 2335 338 123 2287 2265 277 103 95 2181 174 809 766 60 54 1372 48 61 706 678 57 76 149 1166 1127 50 67
internal_count=3121 691 615 2430 2335 338 123 2287 2265 277 103 95 2181 174 809 766 60 54 1372 48 61 706 678 57 76 149 1166 1127 50 67
is_linear=0
shrinkage=0.00196078


Tree=4756
num_leaves=31
num_cat=0
split_feature=4 3 40 9 13 1 0 43 13 42 16 457 131 157 157 1455 13 2 12 15 160 160 484 160 400 1447 483 13 15 3
split_gain=0.446657 0.148194 0.11786 0.0951871 0.0899122 0.0835132 0.092485 0.0816577 0.0802109 0.0757375 0.0755079 0.0728887 0.0648911 0.0603521 0.0631373 0.0767885 0.0550319 0.0830357 0.0628922 0.0523657 0.0775282 0.0869917 0.0950747 0.0829996 0.0863192 0.0724094 0.0805056 0.0788005 0.108271 0.0799544
threshold=0.27287000000000006 0.20828500000000003 0.051255000000000002 -1.0000000180025095e-35 0.40528500000000006 0.13075500000000004 0.024095000000000002 0.084740000000000024 -0.01163 0.11934000000000002 -0.079734999999999986 0.31508000000000008 0.096070000000000016 -0.48214999999999997 -0.28320499999999993 0.11922500000000001 -0.016469999999999995 0.13754500000000003 -0.081419999999999979 0.083195000000000005 -0.54913999999999985 -0.089744999999999978 -0.084519999999999984 -0.088079999999999978 -0.081749999999999975 -0.086059999999999984 0.11494000000000001 0.054800000000000008 0.099260000000000015 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 9 7 12 -2 -1 11 -11 13 16 -5 -15 19 18 -18 -7 20 -16 22 -22 -23 -25 -21 27 29 -29 -27
right_child=5 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 -19 -20 25 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.006039591020216113 0.0030585042937743626 0.0017907652244903147 0.0005322172865271568 0.010513006074746188 0.011989772647362331 0.0024375694893443815 -0.0048101031337864702 0.0097920272219926136 -0.0023119722371516024 0.0069640758031226215 0.001751628649499788 0.00077704287303442311 0.0066750219642100015 0.0025566327160049698 7.6651962340942457e-05 0.012733079196186737 0.0079202598977384953 -0.00087089009942825548 -0.0040959609770010617 0.01117582358930987 0.014547700490802527 -0.00011574603293253029 0.0073365331861215636 0.0012090521542091125 0.006124366238214018 0.011453374203087556 0.0011656004237011075 0.006215915957895609 -0.0014648107190926871 0.0071189225538714667
leaf_weight=23 181 75 35 38 29 26 26 20 23 47 68 22 22 40 21 20 21 22 34 41 20 23 213 37 1039 45 24 78 24 784
leaf_count=23 181 75 35 38 29 26 26 20 23 47 68 22 22 40 21 20 21 22 34 41 20 23 213 37 1039 45 24 78 24 784
internal_value=0 0.00617528 0.00629734 0.00637323 0.00645261 0.00239346 0.000616343 0.00372851 0.00186381 0.00639047 0.00388193 0.00650731 0.00174504 0.00655883 0.00649646 0.00656298 0.000692039 0.00342246 -0.00126476 0.00651045 0.00610535 0.00620039 0.00795552 0.00582829 0.00595535 0.00706075 0.00688408 0.0070315 0.00440869 0.00735421
internal_weight=0 2769 2694 2659 2613 352 151 201 46 2584 115 2469 125 2447 2409 2369 103 43 60 2349 1353 1332 233 1099 1076 996 955 931 102 829
internal_count=3121 2769 2694 2659 2613 352 151 201 46 2584 115 2469 125 2447 2409 2369 103 43 60 2349 1353 1332 233 1099 1076 996 955 931 102 829
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 3 1 14 47 12 4 0 1 43 49 1 1 11 4 156 3 4 2 15
split_gain=36.4264 4.70412 4.37931 2.37027 2.15683 1.73182 1.45783 1.45366 1.17699 1.04994 0.941384 0.663657 0.663179 0.649385 0.562909 0.559588 0.494919 0.460183 0.450383 0.429159 0.407958 0.386775 0.384458 0.373154 0.413688 0.349709 0.336626 0.324008 0.297733 0.269607
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.26790000000000008 0.08864000000000001 0.14753000000000002 0.091325000000000003 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.17966999999999997 -0.11171999999999999 0.10124500000000002 0.076175000000000007 0.077555000000000013 0.13597000000000004 -0.04890499999999999 -0.14001499999999997 0.13436000000000001 -0.04890499999999999 -0.012034999999999999 0.16175000000000003 0.12958500000000003 0.080455000000000013 -0.15464999999999998 0.092385000000000009 -0.10115999999999999 0.052250000000000012 0.092235000000000025 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 7 13 -3 22 15 -6 -1 19 17 25 23 -10 -4 -18 -12 -2 29 -9 24 -8 -13 -11 -19 -21 -7
right_child=1 5 6 -5 10 21 9 8 16 26 12 14 -14 -15 -16 -17 18 27 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082274673527260676 0.00081369651919778647 0.00037176456071222341 0.00097050948701555434 0.00061603190920321766 0.0011720750987492055 0.00043121965331774132 0.00093924910852722092 0.0011418387546152568 0.00088743529483383779 0.00076894536197018553 0.00074050130894760672 0.0010927285574486151 0.00067427441366059839 0.001476701011107909 0.001443232492533924 0.00090900695781356345 0.00060735990166494065 0.0012538504328808637 0.00032429283254444149 0.001089536809129839 0.0011229848250765991 4.5754849027240537e-05 0.00076621538078339364 0.0013272338115736903 0.0011831830464745731 0.0013715292425716624 0.0010351666298118376 0.0011267334303759018 0.00082013026825068639 0.00018806992289417451
leaf_weight=23 20 90 24 75 31 50 28 22 20 21 39 128 85 46 26 29 128 1083 26 46 91 21 20 66 589 20 140 83 24 27
leaf_count=23 20 90 24 75 31 50 28 22 20 21 39 128 85 46 26 29 128 1083 26 46 91 21 20 66 589 20 140 83 24 27
internal_value=0 0.000627277 0.0011683 0.000885312 0.000985962 0.000508479 0.00120478 0.000581131 0.000668366 0.00114344 0.000854796 0.00113577 0.000804096 0.00124811 0.00117715 0.00117578 0.000597255 0.00123927 0.000559569 0.000905334 0.00106726 0.00028163 0.00096297 0.0011871 0.00117211 0.0011304 0.00100044 0.0012448 0.000997169 0.000345959
internal_weight=0 590 2531 186 422 404 2109 306 216 873 225 197 194 1236 174 712 174 1190 154 109 111 98 42 683 617 148 161 1166 70 77
internal_count=3121 590 2531 186 422 404 2109 306 216 873 225 197 194 1236 174 712 174 1190 154 109 111 98 42 683 617 148 161 1166 70 77
is_linear=0
shrinkage=0.00196078


Tree=4758
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 2 4 4 4 3 1 14 47 15 4 3 40 0 4 47 15 49 16 151 0 13 50 2
split_gain=32.2157 3.95539 3.58018 2.34742 1.90369 1.34824 1.26573 1.18609 1.02083 1.00903 0.826461 0.756479 0.647795 0.526324 0.513457 0.482192 0.420612 0.682206 0.414433 0.400179 0.360082 0.355375 0.35455 0.308451 0.286367 0.32092 0.283333 0.288284 0.265799 0.262967
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27287000000000006 0.090285000000000018 0.14285500000000004 0.26790000000000008 -0.16363499999999997 0.033845000000000007 -0.11171999999999999 0.16175000000000003 0.076175000000000007 0.077555000000000013 0.13592500000000005 -0.046564999999999988 0.092670000000000016 -0.065969999999999987 -0.11242999999999999 -0.0070899999999999991 0.091680000000000011 -0.095244999999999982 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 -0.097024999999999986 -0.117405 0.086295000000000011 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 11 7 13 18 20 -6 15 -1 -7 19 16 26 -13 -18 -3 22 -5 23 -4 -11 -25 -26 -8 -28 -9 -2
right_child=1 5 6 8 9 12 10 28 -10 21 -12 14 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00080759941036974501 0.00079610386883236287 0.00056584730452182254 0.0012396053034885257 0.0012617535935595745 0.0011812336700464787 0.00043907430699685574 0.0013578189596408557 0.00025688509019337853 0.00072306632508639418 0.0009647872629397167 0.0010268932661425423 0.00125752841604167 9.8154700781200439e-05 0.0014524458879755788 0.0013908169250570091 0.00089734126412756711 0.0011249738711912453 0.00074216521174087454 0.00089466455040358695 0.0012458337695538601 0.0010106409992935721 0.00098220154190651623 0.00087888822384484097 0.00082988258065128855 0.00074205706646759267 0.00045926613058014279 0.00095082209084659515 0.0011838942081418998 0.00056595886454862711 0.00063037287333892226
leaf_weight=26 52 20 20 46 31 150 35 23 30 21 171 58 25 46 32 23 96 22 56 1053 42 31 22 42 36 27 21 718 20 126
leaf_count=26 52 20 20 46 31 150 35 23 30 21 171 58 25 46 32 23 96 22 56 1053 42 31 22 42 36 27 21 718 20 126
internal_value=0 0.000660957 0.00116975 0.000820959 0.00100489 0.000499866 0.00120273 0.000660888 0.00103542 0.000857959 0.00115058 0.00112293 0.000390372 0.00124698 0.00116235 0.00117712 0.00112081 0.0010536 0.000808134 0.00123835 0.0011419 0.000794128 0.00105066 0.000747856 0.00070447 0.000620861 0.00118544 0.00117727 0.00040064 0.000678789
internal_weight=0 590 2531 296 422 294 2109 119 118 188 968 234 175 1141 208 797 176 118 76 1095 88 157 42 126 105 63 774 739 43 178
internal_count=3121 590 2531 296 422 294 2109 119 118 188 968 234 175 1141 208 797 176 118 76 1095 88 157 42 126 105 63 774 739 43 178
is_linear=0
shrinkage=0.00196078


Tree=4759
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 16 1 2 50 1 2 39 1 12 52 40 4 4 3 52 16 1 48 475
split_gain=29.5349 4.45815 2.4591 2.2446 1.60781 1.52767 1.10475 0.818689 0.777716 0.740121 0.625437 0.549008 0.544327 0.745875 0.408325 0.363303 0.33284 0.322383 0.310788 0.291811 0.237435 0.230052 0.220317 0.219424 0.262994 0.209148 0.192745 0.191878 0.180995 0.168762
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.14122000000000004 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.041865000000000006 0.122715 -0.0091949999999999983 0.096625000000000016 0.13075500000000004 0.08815000000000002 -0.56176499999999996 -0.077714999999999992 -0.15289999999999995 -0.49013999999999996 0.084940000000000015 0.024145000000000003 -0.080509999999999984 0.15964000000000003 0.093265000000000015 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 21 -8 12 -4 11 -7 19 16 27 -2 -14 22 -5 23 -13 -3 -9 -1 -25 29 -27 -6 -21 -22
right_child=1 4 9 18 14 10 7 17 -10 -11 -12 20 13 -15 -16 -17 -18 -19 -20 28 25 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0013894137940712562 0.0011322357972206993 0.00058531962165363303 0.0011403186168490338 0.0007530623684065444 0.00037984365711058149 0.00079142086353956487 0.00094787327285347452 0.00089944444888947063 0.0014053959138037866 0.00076388313860170295 0.00085561032688030497 0.0012739264813439834 0.00092936070399312818 0.00078940098884516265 0.00060390294002731469 0.00088621597356736614 0.0011749371263505529 0.00048527152125352348 0.00048905227430700476 0.0011957974306240733 0.0011892105937653377 0.00039092003793327827 0.00067871589802362636 0.001242584062382779 0.0010734981063123602 0.0012460359319733786 0.0011106829789701319 0.00017014666407258716 0.0010726077527392144 0.0010415028590183987
leaf_weight=37 113 44 28 60 62 20 53 20 76 71 41 37 23 23 26 29 274 30 24 553 36 50 133 801 37 63 113 23 50 171
leaf_count=37 113 44 28 60 62 20 53 20 76 71 41 37 23 23 26 29 274 30 24 553 36 50 133 801 37 63 113 23 50 171
internal_value=0 0.00070777 0.00117308 0.000931699 0.000593013 0.00118581 0.000661678 0.000733278 0.00121111 0.00087035 0.00108723 0.00110882 0.0012029 0.00112958 0.000388875 0.00108199 0.00115592 0.000671127 0.000677631 0.00121877 0.00112393 0.000481916 0.000707569 0.00124164 0.00123512 0.00110944 0.00115913 0.000323102 0.00118558 0.00106719
internal_weight=0 667 2454 226 441 2355 330 236 1874 99 481 440 1798 320 111 142 297 183 84 1478 420 94 153 875 838 383 176 85 603 207
internal_count=3121 667 2454 226 441 2355 330 236 1874 99 481 440 1798 320 111 142 297 183 84 1478 420 94 153 875 838 383 176 85 603 207
is_linear=0
shrinkage=0.00196078


Tree=4760
num_leaves=31
num_cat=0
split_feature=1 4 12 3 131 456 15 457 157 13 15 3 160 3 2 13 3 9 52 52 4 2 39 13 12 52 484 484 49 484
split_gain=0.724357 0.145539 0.104786 0.0954514 0.103135 0.0978731 0.0870449 0.083 0.0809263 0.0962043 0.0869244 0.0844907 0.0833261 0.0986473 0.0775607 0.0937416 0.107836 0.0727307 0.0725703 0.109422 0.126293 0.135381 0.0791607 0.0717723 0.0715249 0.0708227 0.0642456 0.109749 0.096891 0.167189
threshold=0.10920500000000001 0.26450500000000005 0.078300000000000008 0.12178000000000001 0.085335000000000008 0.060100000000000008 0.050935000000000008 -0.083804999999999977 -0.14310999999999999 -0.28558999999999996 -0.077219999999999983 -0.034684999999999994 -0.066074999999999981 0.0041950000000000008 0.25063000000000007 0.10820000000000002 -0.12018999999999998 -1.0000000180025095e-35 0.047850000000000011 -0.088614999999999985 -1.0000000180025095e-35 0.087675000000000017 0.085855000000000015 -0.42195999999999995 0.11734000000000001 -0.046924999999999988 0.087020000000000014 0.085790000000000019 0.11428500000000001 0.091880000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 6 17 -2 -9 23 11 -11 -12 -14 15 16 -3 -1 19 -19 22 -22 25 -10 26 -21 27 -4 29 -28
right_child=1 14 24 -5 -6 -7 -8 8 9 10 12 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.001576881444392105 0.00017977352518672971 0.0092035151590072715 0.0087496908276708737 0.00046088653838350665 0.00099081769973660499 0.014223827652379194 0.012053154359778597 0.0010611318876423562 0.0067451060597354985 0.0088562771854601031 0.0047200876288115978 0.0012228362611494958 0.009302635346890159 0.016812859991889285 -0.0026072574701781078 -0.0021224763423171164 0.0030981998803476882 0.0093722616374660086 0.010189341736772536 0.00048925694676914386 0.012944233633818164 0.0048720514185593596 -0.0029853042892434381 -0.0010155988518487323 0.0059086988005658675 0.0075401743127290035 0.018140949327648887 0.0014792286569163913 0.0043557229451835159 0.0098738474188300243
leaf_weight=24 22 34 1834 21 24 22 36 24 26 29 26 29 73 23 24 28 194 89 68 28 31 63 22 22 87 29 31 21 21 116
leaf_count=24 22 34 1834 21 24 22 36 24 26 29 26 29 73 23 24 28 194 89 68 28 31 63 22 22 87 29 31 21 21 116
internal_value=0 0.00443181 0.0084189 0.00704605 0.00736323 0.00773444 0.00736837 0.00607028 0.00658453 0.00716594 0.00822669 0.00503956 0.00974189 0.011102 0.00282845 0.00333805 0.00400864 0.00689195 0.0072785 0.00652301 0.00505721 0.00753415 0.00210997 0.00318812 0.00871624 0.00407657 0.00883698 0.00866738 0.0107096 0.0116172
internal_weight=0 554 2567 457 436 412 390 274 252 228 180 58 122 96 280 256 228 354 330 262 173 94 79 48 2110 57 2023 1855 168 147
internal_count=3121 554 2567 457 436 412 390 274 252 228 180 58 122 96 280 256 228 354 330 262 173 94 79 48 2110 57 2023 1855 168 147
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 3 4 47 52 2 3 15 4 1429 15 147 156 3 1 11 11 0 0 4 13 3
split_gain=19.4244 2.65683 2.17244 1.83938 1.19977 0.877207 0.8266 0.758531 0.730817 0.541501 0.464073 0.359051 0.328559 0.448597 0.456291 0.31409 0.312319 0.30233 0.29729 0.262239 0.252239 0.271008 0.245119 0.244789 0.362896 0.346523 0.237408 0.223713 0.513667 0.208117
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.16363499999999997 0.082585000000000006 -0.11171999999999999 0.033845000000000007 0.077555000000000013 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 -0.41396999999999995 0.098655000000000007 -0.047929999999999993 0.13592500000000005 0.088610000000000008 0.092385000000000009 0.092670000000000016 0.14754500000000001 1.0000000180025095e-35 0.080150000000000013 -0.11437499999999999 -0.04917499999999999 0.024790000000000003 -1.0000000180025095e-35 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 9 19 23 -6 16 -1 18 20 13 14 -9 -7 27 -2 -8 -3 21 -11 -17 25 -25 -4 -19 28 -5 -12
right_child=1 5 6 8 7 15 10 12 -10 11 29 -13 -14 -15 -16 22 -18 26 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00055309580919946663 0.0009984243567250355 0.00047675520187362517 0.00069657310017304621 0.00043614759653016718 0.0008898200719351636 0.00027801354245646399 0.00086456015682498497 0.00050157077201722154 0.00028648822074989015 0.00083587078197331461 0.000562640115876102 0.0010442869609915743 0.00077069561614099972 0.00037893780676909091 0.00081203749927715601 0.00022105475663757691 0.00074263680417253593 0.00079227427745900568 0.00063834879086857056 0.00023798190568592034 0.0010258085967278948 0.00063996085161421477 -7.1947496205248298e-05 0.0011631777852568351 0.0009035743230683391 0.00091391208703148837 0.00055456866069334223 0.00034063297203358481 0.00075281426136173974 0.00077105393991166473
leaf_weight=26 21 112 29 54 31 107 774 52 58 121 21 32 23 54 28 23 26 70 23 21 20 35 21 37 47 1028 21 25 31 150
leaf_count=26 21 112 29 54 31 107 774 52 58 121 21 32 23 54 28 23 26 70 23 21 20 35 21 37 47 1028 21 25 31 150
internal_value=0 0.00045952 0.000854594 0.000586281 0.000726172 0.00032294 0.000880291 0.000609531 0.000470773 0.000819884 0.000838146 0.000853232 0.000554187 0.000517025 0.000610234 0.000220668 0.000549365 0.000786358 0.000858032 0.000439054 0.000818495 0.000791917 8.12128e-05 0.000916045 0.00101792 0.000907949 0.000737419 0.000503682 0.000551638 0.000745459
internal_weight=0 590 2531 306 422 284 2109 188 194 234 968 208 157 134 80 151 136 112 797 133 176 156 44 1141 84 1057 91 110 85 171
internal_count=3121 590 2531 306 422 284 2109 188 194 234 968 208 157 134 80 151 136 112 797 133 176 156 44 1141 84 1057 91 110 85 171
is_linear=0
shrinkage=0.00196078


Tree=4762
num_leaves=31
num_cat=0
split_feature=1 1 12 4 49 131 44 2 12 4 51 10 4 16 52 12 14 16 15 151 131 0 4 42 3 4 4 2 123 16
split_gain=0.686921 0.122973 0.120449 0.111799 0.108445 0.101993 0.0981111 0.115589 0.18387 0.0984309 0.103221 0.0843893 0.0826391 0.116972 0.0847742 0.0823741 0.0798987 0.0869476 0.135221 0.125625 0.0713505 0.0698493 0.0691255 0.067746 0.0660214 0.132362 0.127467 0.0818837 0.0630171 0.0623704
threshold=0.11146500000000002 0.14262000000000002 0.078300000000000008 -0.010655 -0.063424999999999981 0.095715000000000008 1.0000000180025095e-35 0.11362000000000001 -0.042789999999999988 -0.059649999999999988 -0.070629999999999984 -0.062879999999999978 -0.0047449999999999992 -1.0000000180025095e-35 -0.084699999999999984 -1.0000000180025095e-35 -0.46166999999999997 -0.42170999999999997 -0.21699999999999997 0.0033600000000000006 0.091295000000000015 -0.062294999999999996 0.053180000000000012 0.086665000000000006 -0.14186499999999996 -0.14098499999999997 -0.46376499999999993 0.082275000000000015 0.082585000000000006 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 16 7 9 -9 15 -11 -3 14 23 -12 -1 -5 19 -19 -18 -13 -6 24 -14 27 26 -26 -4 -16 -17
right_child=1 11 22 5 21 -7 -8 8 -10 10 12 20 13 -15 28 29 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0043713020094271219 0.0031212106610958778 -0.0039265005402266987 0.015886065497994425 0.0075923525814065029 0.015134863431255023 0.0086417948306050339 0.01228372136092124 0.0084553739832839564 -0.0028662275668466467 1.0164135515137956e-05 0.0076661340486801543 0.004321048196288757 0.0078910340344260348 0.014915286586619914 -0.0033352154586464167 0.013924567068793945 0.0029838067527731605 -0.0048268821556121111 0.0028247907813599878 0.011378240527119488 -0.002521742298267782 0.0080127909861039386 0.0069042092420114973 0.0026938413837356736 0.0085891199602673839 0.008667934468305178 -0.0012208576020957143 0.009662691118487967 0.004603118258528412 0.0087665964036025626
leaf_weight=28 30 25 25 38 21 42 30 26 32 27 30 64 116 20 20 35 94 32 83 22 20 40 244 32 26 1664 27 137 20 71
leaf_count=28 30 25 25 38 21 42 30 26 32 27 30 64 116 20 20 35 94 32 83 22 20 40 244 32 26 1664 27 137 20 71
internal_value=0 0.00415302 0.00816232 0.0049608 0.00804374 0.00405872 0.00674395 0.00638028 0.00220897 0.00698664 0.00586976 0.00117385 0.0065345 0.00773731 0.00364774 0.00919541 0.00334314 0.00264414 0.00069563 0.00457585 0.00269181 0.0104647 0.00848769 0.00676732 0.00869331 0.00851124 0.00359158 0.0106231 0.000633951 0.0104697
internal_weight=0 511 2610 402 91 311 487 457 58 399 265 109 238 168 70 134 269 231 115 116 84 61 2123 148 1879 1717 53 162 40 106
internal_count=3121 511 2610 402 91 311 487 457 58 399 265 109 238 168 70 134 269 231 115 116 84 61 2123 148 1879 1717 53 162 40 106
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 47 0 3 133 4 2 43 3 3 43 4 4 3 4 16 2 132 1 1209 0 12 1212 4 12 0
split_gain=0.563756 0.169996 0.117967 0.0826021 0.0811216 0.0739039 0.0909836 0.075387 0.101427 0.0737609 0.103372 0.0726061 0.0969794 0.0954283 0.0863051 0.0733787 0.067636 0.0659156 0.10699 0.104149 0.0923597 0.0597505 0.150213 0.0593286 0.0680075 0.0764098 0.230998 0.113189 0.0798146 0.0678652
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 0.087740000000000012 0.085505000000000012 -0.040504999999999992 -0.0087149999999999988 0.091410000000000005 0.63113500000000011 0.17025000000000004 -0.078139999999999973 -0.14847999999999997 0.12178000000000001 -0.11720999999999999 1.0000000180025095e-35 0.053180000000000012 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 0.082275000000000015 0.079970000000000013 0.081670000000000006 0.083050000000000013 -0.10474999999999998 0.083785000000000012 0.040035000000000008 -0.025314999999999994 0.083935000000000023 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 7 -7 8 -2 10 -9 14 -13 -14 -5 -16 17 20 19 -19 -3 22 -22 24 -20 26 27 -26 -27 -30
right_child=5 16 -4 4 -6 6 -8 9 -10 -11 -12 12 13 -15 15 -17 -18 18 23 -21 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.000120597158599159 0.0023962286468948938 0.014971023039626226 -0.0014727576466446574 0.0079569890557063955 0.012332903114812714 0.0067377406545580387 -0.00067778835738343862 0.00074820974401922698 0.0103682017326355 0.0052865464519709351 -0.007043504346317302 0.00077462144196033483 0.0080082535506942696 0.0035788800589093093 0.0043734694050813448 -0.0011917379931687859 0.0061905664346976943 -0.0020296679640358145 0.0018094037310220302 0.0069668152339516154 0.0014088585174509458 0.013604136684998162 0.0097739684124699914 0.0096149837527061913 0.002163801362621598 0.0024815424465604368 0.019687958753534726 0.010667638806626202 0.0079075155680192657 0.0059560360294944117
leaf_weight=23 79 28 22 45 21 78 21 90 20 25 21 25 277 59 84 33 286 22 20 31 28 21 92 162 24 31 21 45 1177 210
leaf_count=23 79 28 22 45 21 78 21 90 20 25 21 25 277 59 84 33 286 22 20 31 28 21 92 162 24 31 21 45 1177 210
internal_value=0 0.00722056 0.00571185 0.00599062 0.0062388 0.00287295 0.00516475 0.00190747 0.00400673 0.00037933 -0.000725898 0.0059941 0.0067834 0.00723048 0.00423524 0.0028038 0.00762485 0.0078394 0.00765657 0.00323243 0.00972502 0.00868326 0.00782211 0.00779531 0.00760239 0.00767922 0.0105047 0.00770978 0.00749989 0.00761205
internal_weight=0 2787 589 567 544 334 99 235 99 136 111 523 361 336 162 117 2198 1912 1743 53 169 141 120 1690 1528 1508 90 69 1418 1387
internal_count=3121 2787 589 567 544 334 99 235 99 136 111 523 361 336 162 117 2198 1912 1743 53 169 141 120 1690 1528 1508 90 69 1418 1387
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=31
num_cat=0
split_feature=4 2 3 48 149 2 15 11 47 52 159 10 1416 2 16 157 16 51 51 0 150 1444 4 157 52 2 1204 128 43 43
split_gain=0.464447 0.150131 0.115203 0.106192 0.0844034 0.0821197 0.0804888 0.0919739 0.0825106 0.0754579 0.122183 0.110727 0.0729577 0.0707888 0.0711827 0.169331 0.0715022 0.0592954 0.0757481 0.0591395 0.0649845 0.0590358 0.16336 0.065069 0.101648 0.0704704 0.112991 0.0811925 0.0663401 0.124883
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 0.13983000000000004 0.07770500000000001 -0.0091949999999999983 -0.15914499999999995 0.10334500000000001 0.10350500000000001 0.039215000000000007 0.10600500000000002 -0.062879999999999978 1.0000000180025095e-35 0.093320000000000014 0.51222500000000004 0.09401000000000001 0.31475000000000003 -0.096089999999999981 -0.067899999999999974 -0.15931499999999996 0.085075000000000026 -0.083894999999999983 -0.51253999999999988 0.25201500000000004 -0.56176499999999996 0.089885000000000007 -0.068659999999999985 0.089035000000000017 0.064745000000000011 0.12266000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 9 -4 -1 8 12 11 -11 -2 21 -7 15 16 17 -15 -19 -20 -21 -8 -23 24 -24 -26 -27 28 -28 -30
right_child=4 -3 3 -5 -6 13 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.011461199222321739 -0.0044710679878962453 -0.00018991913547682944 0.0025622734773371905 -0.00013237637017042407 0.0079257747324715782 0.0073664493471571613 0.0019411769356917252 0.00018268563115270809 0.004250270111331755 0.0078152454348609738 -0.00031428588995838474 0.0021116240302420245 0.012757778468379832 0.010581590666940126 0.0095448346736186473 -0.0035683684103952891 -0.00036346125300042333 -0.00053159326023887842 0.010586127218751547 0.0060437173752674314 0.0018326574118894545 0.015020543064635534 0.012694966922572349 0.0022524551779497417 0.007432928444990875 -0.0011853791108088834 0.0064287555224146128 0.012106456601506343 -0.0023375758789479732 0.0082640590355731545
leaf_weight=40 29 33 70 31 28 288 22 20 103 51 29 215 23 24 37 22 20 20 24 248 43 26 32 28 1135 21 391 23 25 20
leaf_count=40 29 33 70 31 28 288 22 20 103 51 29 215 23 24 37 22 20 20 24 248 43 26 32 28 1135 21 391 23 25 20
internal_value=0 0.00651471 0.00659557 0.0056097 0.0026583 0.00583332 0.00702267 0.00692767 0.00700063 0.00220309 0.00486829 0.00132925 0.00716288 0.00614871 0.005348 0.00496076 0.00545586 0.00578005 0.00543606 0.00581496 0.00542146 0.0070882 0.00715477 0.00703267 0.00711394 0.00700335 0.00598758 0.00631576 0.00601029 0.00237426
internal_weight=0 2769 2736 827 352 796 1909 1869 1849 324 80 244 1746 726 438 401 379 359 335 315 291 1723 1701 1675 1647 1615 480 459 436 45
internal_count=3121 2769 2736 827 352 796 1909 1869 1849 324 80 244 1746 726 438 401 379 359 335 315 291 1723 1701 1675 1647 1615 480 459 436 45
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 15 4 14 157 1 0 13 0 43 3 132 1 0 47 131 4 15 1429 4 51 42 3
split_gain=14.0616 1.74479 1.69878 0.996116 0.908703 0.868377 0.681092 0.41443 0.410867 0.407149 0.315394 0.275144 0.265892 0.264069 0.260951 0.259333 0.355336 0.238139 0.225999 0.30513 0.223867 0.22242 0.219906 0.219681 0.428837 0.219374 0.196364 0.192728 0.197736 0.186377
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 0.27287000000000006 0.024640000000000006 0.033845000000000007 0.076175000000000007 -0.067349999999999979 0.12765500000000005 -0.23194499999999998 -1.0000000180025095e-35 -0.062764999999999974 -0.11720999999999999 -0.061964999999999992 0.088890000000000011 0.15799000000000005 -0.14001499999999997 0.078345000000000012 0.083410000000000026 -0.059649999999999988 -0.03241999999999999 -0.047929999999999993 0.024790000000000003 0.14431500000000003 -0.14148999999999998 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 13 7 10 11 22 15 20 -3 -9 -1 21 27 -17 -18 19 -7 -4 -13 29 -15 -25 -2 -16 28 -8 -6
right_child=1 5 6 -5 8 18 9 12 -10 -11 -12 14 -14 23 26 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00095049405267956836 0.0008826341142618801 0.00026503430515089455 0.00062251270998244976 0.00040882180092503893 0.0005817787817067818 0.00021849305697661987 0.00097074377567261982 0.00042414748625756768 0.00082679757175325346 0.0006537012668310577 0.00097541386092467536 0.00037292695346947448 0.0002600733299297209 0.00080468895060382733 0.00075380325414776018 0.00048133472835316373 0.00077554909394395596 0.00057337712966093501 0.00036525338563039096 -6.4324415288865568e-05 0.0008137895453103677 0.00057852534011152443 0.00034349543572056529 0.00073816048421573095 0.00044642950676460254 0.00066030240976696155 0.00049734130147313324 0.00059686546232186105 0.00078469377747546871 0.00038128650144619099
leaf_weight=22 21 20 24 74 164 55 23 70 21 156 46 55 83 73 24 25 112 28 23 20 1188 32 20 76 26 91 22 20 487 20
leaf_count=22 21 20 24 74 164 55 23 70 21 156 46 55 83 73 24 25 112 28 23 20 1188 32 20 76 26 91 22 20 487 20
internal_value=0 0.000428205 0.000764346 0.000585353 0.000650783 0.000355854 0.000787069 0.0004073 0.000565645 0.000744227 0.00081605 0.000479459 0.00033514 0.000748023 0.000511704 0.000764546 0.000696663 0.000735115 0.000195219 0.000143075 0.000810002 0.000448549 0.000538762 0.000722569 0.000663798 0.00070199 0.000631148 0.00078568 0.000793084 0.000559986
internal_weight=0 590 2531 186 422 404 2109 306 225 851 1258 153 153 197 133 695 165 140 98 75 1212 87 204 175 102 112 46 530 510 184
internal_count=3121 590 2531 186 422 404 2109 306 225 851 1258 153 153 197 133 695 165 140 98 75 1212 87 204 175 102 112 46 530 510 184
is_linear=0
shrinkage=0.00196078


Tree=4766
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 16 4 1 0 49 50 1 4 0 16 49 2 1 1 13 1 43 1 47
split_gain=33.4048 5.16383 2.6943 2.64947 1.86361 1.74524 1.30737 0.995714 0.969531 0.90364 0.741973 0.661897 0.65044 0.575053 0.538638 0.465721 0.447402 0.27981 0.279545 0.342359 0.297701 0.333962 0.269767 0.266145 0.25959 0.255197 0.228856 0.228303 0.213395 0.21168
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 -0.52595999999999987 -0.062539999999999984 0.089625000000000024 -0.095504999999999993 -0.054984999999999992 0.041865000000000006 0.13075500000000004 -0.013514999999999998 0.14486500000000005 -0.45661999999999997 -0.009244999999999998 0.088850000000000012 0.13265500000000002 0.12000500000000001 0.049530000000000012 0.15964000000000003 0.0034250000000000005 0.12958500000000003 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 24 28 13 11 -4 -7 -9 22 -15 -2 26 -5 19 27 -20 -22 -1 -14 -3 -16 -6 -13 -8 -17
right_child=1 4 10 17 16 9 7 12 -10 -11 -12 18 23 14 25 29 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088128323629365745 0.00046299537691428229 0.00022566099778986444 0.00072381254435960535 0.00035214961568818859 -3.2556867517076158e-05 0.00041374213398755096 0.00067414230669203025 0.00059314086857299969 0.0010813080983794704 0.00047477519982707457 0.00036439430828032611 0.00086630018075385868 0.00026615611919701665 0.00058099130536017778 0.0008297873969333883 0.00085285018104367197 0.00019940498940292662 0.00010164270939889783 0.00089217948722329361 0.00061446465816935507 0.00045082841287640967 0.00071734000898005564 0.00082137787390601296 3.8449615573562925e-05 5.6844274405667512e-06 0.00065406551554988599 -0.00026157016175952307 0.00073362751047592741 0.0004188930038727966 0.00068868618450393349
leaf_weight=952 23 30 34 60 62 21 34 22 70 48 63 195 139 49 225 58 26 24 33 31 20 188 415 23 66 37 23 67 20 63
leaf_count=952 23 30 34 60 62 21 34 22 70 48 63 195 139 49 225 58 26 24 33 31 20 188 415 23 66 37 23 67 20 63
internal_value=0 0.000317374 0.000810625 0.000557324 0.000194433 0.000823838 0.000267583 0.000345495 0.000855215 0.000732879 0.000490376 0.000755202 0.000276789 0.000845783 0.000769682 0.00071876 -2.56767e-05 0.000280576 0.00076863 0.000809317 0.000719164 0.000691714 0.000863097 0.000233827 7.44271e-05 0.000804972 -9.45252e-05 0.000832372 0.000579606 0.000767376
internal_weight=0 673 2448 228 445 2351 334 238 1748 603 97 555 184 1678 311 144 111 84 534 293 241 208 1367 162 96 262 85 262 54 121
internal_count=3121 673 2448 228 445 2351 334 238 1748 603 97 555 184 1678 311 144 111 84 534 293 241 208 1367 162 96 262 85 262 54 121
is_linear=0
shrinkage=0.00196078


Tree=4767
num_leaves=31
num_cat=0
split_feature=4 2 12 2 3 15 2 13 13 12 1 52 43 0 52 52 0 9 16 4 49 3 0 52 2 16 456 131 13 43
split_gain=0.554147 0.16808 0.110324 0.0920122 0.100855 0.16379 0.107431 0.0868803 0.0901869 0.0864508 0.0814022 0.0789043 0.0763633 0.0736815 0.0726963 0.0691018 0.0683063 0.0705548 0.0646536 0.0695625 0.0756838 0.0614193 0.095338 0.081529 0.0809212 0.0804839 0.0622925 0.0598314 0.059571 0.0695134
threshold=0.27287000000000006 0.13404500000000005 1.0000000180025095e-35 -0.0091949999999999983 0.11296500000000002 -0.0088349999999999974 0.085730000000000015 0.05868000000000001 -0.053889999999999993 -0.081419999999999979 0.13075500000000004 0.048520000000000008 0.084740000000000024 0.024095000000000002 -0.090114999999999987 0.096795000000000006 -0.072594999999999979 -0.08477999999999998 -0.08595499999999999 -0.0083799999999999986 -0.006494999999999999 -0.13309499999999996 -0.14001499999999997 0.13796000000000003 0.082275000000000015 0.0057500000000000008 0.087225000000000011 0.096070000000000016 0.0049450000000000006 -0.43469499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 6 -6 -5 8 9 -3 12 14 -2 27 -8 -13 -1 -18 -16 20 -20 23 -23 24 -4 28 -27 -12 -24 -30
right_child=10 7 21 4 5 -7 11 -9 -10 -11 13 15 -14 -15 18 -17 17 -19 19 -21 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0074053131698054225 0.0034443673042764433 0.0067476716513435054 0.014765302796981164 0.010551387674183519 0.0072645067405704006 -0.0029967494441994601 0.0076946446518190471 -0.0015035791771619447 0.0083834147418667456 -0.0011919139928068035 0.0010160362618795633 0.013285861179232597 0.0099559441115707175 -0.0038237915517619022 0.0064392602308389717 0.0066744382934493217 0.0040401124523888375 -0.0032091038152575499 0.0080667735561728484 -0.0018610529601573945 2.4683324987894266e-05 0.00058993205782913031 0.0079383796200490631 0.0030978141287778273 0.0089028726187943674 0.0057540257057002477 0.0099491253537006483 0.0067610323651355097 0.0096992043900394412 0.0050528390333056455
leaf_weight=21 181 24 28 70 35 28 73 28 41 32 103 25 20 26 53 43 29 25 25 30 22 21 1335 20 148 383 39 22 41 150
leaf_count=21 181 24 28 70 35 28 73 28 41 32 103 25 20 26 53 43 29 25 25 30 22 21 1335 20 148 383 39 22 41 150
internal_value=0 0.00698659 0.00715599 0.0057827 0.00637986 0.00270395 0.00705899 0.00340338 0.00481982 0.00221077 0.00277422 0.00615689 0.00409229 0.00101971 0.00516931 0.00910511 0.00256596 0.000683994 0.00375124 0.00190105 0.00430239 0.00745983 0.00729179 0.00914801 0.00983553 0.00736403 0.00614172 0.00202716 0.00770205 0.00605023
internal_weight=0 2769 2644 479 404 63 341 125 97 56 352 271 201 151 203 68 75 54 130 77 47 2165 1969 196 176 1948 422 125 1526 191
internal_count=3121 2769 2644 479 404 63 341 125 97 56 352 271 201 151 203 68 75 54 130 77 47 2165 1969 196 176 1948 422 125 1526 191
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 12 4 0 0 4 1 15 4 14 50 15 52 0 2 13 0 3 158 4 1 0 1
split_gain=24.3628 3.21737 2.93501 1.68041 1.57103 1.51165 0.962558 1.10877 0.914369 0.715693 0.529989 0.484474 0.484149 0.461389 0.411914 0.371564 0.340848 0.277433 0.336967 0.271891 0.270214 0.269882 0.268253 0.31281 0.262014 0.251395 0.271493 0.243842 0.240526 0.240053
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.095330000000000012 -0.17966999999999997 -0.23194499999999998 1.0000000180025095e-35 0.23246000000000003 0.10089500000000001 0.13592500000000005 -0.046564999999999988 0.076175000000000007 0.041865000000000006 -0.089964999999999976 -0.52606999999999993 -0.10224499999999999 0.088850000000000012 -0.068269999999999983 -0.23001499999999997 -0.11255999999999998 0.07968500000000002 0.042705000000000007 0.14754500000000001 -0.030209999999999997 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 6 -3 29 16 -6 -1 13 14 22 24 -9 21 18 20 -2 -7 -4 -11 -24 -10 26 -12 -22 -26 -8
right_child=1 5 8 -5 9 17 7 15 12 11 25 -13 -14 -15 -16 -17 -18 -19 -20 -21 27 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0012543775367014336 0.0010787174523043698 0.0003532874051223799 0.0010555067616650718 0.00053061024471179688 0.0010043808734450891 0.00046041487213954621 0.0010219645346124754 0.00077299900425999775 0.001087467673066056 0.00065180562339187446 0.00094225758310321648 0.00040228984456828484 0.00068252658434942652 0.00060191880994372895 0.00073500290120107406 0.00048741405976896981 0.0012071452891896256 0.00043062688782811163 -9.7488886519018127e-06 0.00085560815777528741 0.00032880570002418152 0.0009995886509316309 0.00072910279143957449 0.00099612207413035604 0.00096868280002958761 0.0010982294252710298 0.00073550270704209693 3.3414530299123924e-05 0.00076644009746172843 0.00072515220472625652
leaf_weight=22 28 90 1037 74 31 20 22 20 69 30 115 21 25 75 29 141 47 26 22 84 22 488 31 37 390 29 31 21 24 20
leaf_count=22 28 90 1037 74 31 20 22 20 69 30 115 21 25 75 29 141 47 26 22 84 22 488 31 37 390 29 31 21 24 20
internal_value=0 0.000546497 0.000988951 0.000759894 0.000839682 0.00044825 0.000522073 0.000596905 0.00101882 0.000727736 0.000967539 0.00068353 0.000948965 0.000717669 0.000961975 0.00052289 0.00104268 0.000253383 0.000199168 0.000911385 0.000272123 0.00103761 0.000806254 0.000874393 0.000975603 0.000931479 0.000898358 0.000184545 0.000956959 0.000880625
internal_weight=0 590 2531 186 422 404 293 203 2109 225 197 194 537 173 512 161 1572 111 85 112 63 1525 98 68 483 175 146 43 414 42
internal_count=3121 590 2531 186 422 404 293 203 2109 225 197 194 537 173 512 161 1572 111 85 112 63 1525 98 68 483 175 146 43 414 42
is_linear=0
shrinkage=0.00196078


Tree=4769
num_leaves=31
num_cat=0
split_feature=1 12 132 47 0 1375 14 43 4 16 156 0 0 0 15 3 44 4 4 2 2 42 1208 158 4 52 160 160 479 52
split_gain=0.547413 0.163301 0.103516 0.0866533 0.0915376 0.0778153 0.0798269 0.0758099 0.078382 0.0867429 0.0685471 0.0860421 0.104766 0.148344 0.0998496 0.0758252 0.0652551 0.0786852 0.0998071 0.0936547 0.0748158 0.0617427 0.0746931 0.0603593 0.106732 0.0823594 0.0742316 0.0769074 0.0830548 0.0737821
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 0.085505000000000012 -0.040504999999999992 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 1.0000000180025095e-35 -0.36241499999999999 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.097454999999999986 -0.0087149999999999988 1.0000000180025095e-35 -0.27825499999999997 -0.0016099999999999997 0.087955000000000019 0.086885000000000004 0.11457500000000002 0.099975000000000008 0.080150000000000013 0.033845000000000007 0.11639500000000001 -0.55045999999999984 -0.54200499999999985 0.086465000000000014 -0.04127999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 -1 7 8 -7 -10 11 12 14 -14 -2 -15 17 -9 20 -20 -19 23 -23 24 26 29 -3 -28 -29 -25
right_child=3 21 -4 4 -6 6 -8 16 9 -11 -12 -13 13 15 -16 -17 -18 18 19 -21 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00013535359833875428 0.0023803011352277323 0.0019004816305823625 -0.0006262532363717373 0.0067284577698003322 -0.00065304929213154882 0.0054303933159514728 0.011480219583385267 0.0091360309230111222 0.0054313792660832406 -0.0033284200856891961 0.007150265106677333 -0.0034150910761320229 0.011395502783125268 0.0044209969914792216 -0.0071570121106647316 -0.00045632647981013483 0.011143733864923105 -0.0027409363937165058 0.010926171237806558 0.0054306946737030385 0.0042754355952440001 0.0044376572223705987 0.0095344686201093987 0.0080827529414720534 0.0052707766933183728 0.0031983814257684918 0.013620748210021042 0.0077776289856234266 0.0028503788515393223 0.01198484814836817
leaf_weight=23 23 22 26 84 21 105 26 71 20 26 22 33 20 68 21 60 29 21 40 138 55 129 37 111 210 21 22 1516 35 86
leaf_count=23 23 22 26 84 21 105 26 71 20 26 22 33 20 68 21 60 29 21 40 138 55 129 37 111 210 21 22 1516 35 86
internal_value=0 0.00703241 0.00554051 0.00284572 0.00525216 0.00582992 0.00607658 0.00579837 0.00392238 0.000480188 0.00182274 0.00130182 0.00211254 0.0033862 -0.0021716 0.00213475 0.00659858 0.00619302 0.00537036 0.00666563 0.0023367 0.00742771 0.00557369 0.00757985 0.00739002 0.0091516 0.00766904 0.00774972 0.00766644 0.00978621
internal_weight=0 2769 580 352 105 554 531 505 151 46 247 225 192 148 44 128 354 325 254 178 76 2189 166 2023 1805 218 1595 1573 1551 197
internal_count=3121 2769 580 352 105 554 531 505 151 46 247 225 192 148 44 128 354 325 254 178 76 2189 166 2023 1805 218 1595 1573 1551 197
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=31
num_cat=0
split_feature=4 2 12 2 3 15 2 149 2 96 2 160 15 49 41 43 15 13 13 12 52 52 42 151 52 49 128 133 0 41
split_gain=0.458297 0.136539 0.0867288 0.0794951 0.0870998 0.133256 0.0845051 0.0757848 0.0739503 0.0774465 0.0708796 0.0948845 0.129504 0.142736 0.0899339 0.0903168 0.072456 0.0704853 0.074345 0.0730864 0.0661071 0.0565708 0.0614633 0.0683092 0.0564024 0.0536058 0.0533561 0.103954 0.074925 0.107518
threshold=0.27287000000000006 0.13404500000000005 1.0000000180025095e-35 -0.0091949999999999983 0.11296500000000002 -0.0088349999999999974 0.085730000000000015 0.07770500000000001 0.25063000000000007 0.086715000000000014 0.11474000000000002 -0.077609999999999985 -0.41942499999999994 -0.045154999999999994 0.08178500000000001 0.0061450000000000003 -0.41942499999999994 0.05868000000000001 -0.053889999999999993 -0.088589999999999988 0.047850000000000011 -0.088614999999999985 -1.0000000180025095e-35 0.050660000000000004 0.096795000000000006 0.13984500000000002 0.10828500000000001 -0.11828999999999999 -0.14920999999999998 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 9 10 11 -2 -13 -14 15 16 -12 18 19 -3 21 -8 -23 -24 -22 -20 28 -28 29 -4
right_child=7 17 26 4 5 -7 20 -9 -10 -11 14 12 13 -15 -16 -17 -18 -19 25 -21 24 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022813735306262974 0.010233419025782496 0.0068605152587406341 0.014111098556807547 0.0095549140331734513 0.0065238836347790707 -0.0027316306713536117 0.0068327367131869434 0.0074967620894312859 -0.0035233208909630775 -0.0033760047447036153 0.0042784524326822879 -0.0013210522816390607 0.00048949854355305434 0.010443184641189873 0.0078111558826640254 -0.0050861916120123613 -0.00069880365269254672 -0.0013130934393432523 0.01114674574072567 -0.00067904820284133576 0.012006571899669674 -0.00081167867389955999 0.0060004415741811198 -0.00045216251053803024 0.0061065652475389108 0.0039128372771665455 0.0081511511040541045 1.7739792185073549e-05 0.006745500786553638 0.0052044599296768076
leaf_weight=75 25 20 33 70 35 28 79 28 22 21 58 37 25 34 20 23 59 28 21 36 26 27 75 21 43 20 30 33 2046 23
leaf_count=75 25 20 33 70 35 28 79 28 22 21 58 37 25 34 20 23 59 28 21 36 26 27 75 21 43 20 30 33 2046 23
internal_value=0 0.00633625 0.00648893 0.00527131 0.00582638 0.00241032 0.00645749 0.00250547 0.00207412 0.00248188 0.00291966 0.00474597 0.00331695 0.00622552 0.00153851 0.000642417 0.00176855 0.00310669 0.0043825 0.00201365 0.00565742 0.0047446 0.00340343 0.00458893 0.00832976 0.00761801 0.00675833 0.00389079 0.00684427 0.010453
internal_weight=0 2769 2644 479 404 63 341 352 324 302 281 121 96 59 160 140 117 125 97 56 271 202 123 96 69 41 2165 63 2102 56
internal_count=3121 2769 2644 479 404 63 341 352 324 302 281 121 96 59 160 140 117 125 97 56 271 202 123 96 69 41 2165 63 2102 56
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 3 12 12 13 11 12 12 15 160 3 45 48 472 40 483 1454 157 52 16 51 4 0 52 1429 132
split_gain=0.371803 0.116639 0.0898705 0.0831959 0.0968741 0.0795985 0.0776412 0.0801824 0.0692101 0.0860566 0.0671062 0.0629069 0.0958187 0.0618606 0.0612482 0.058724 0.0684765 0.0612136 0.0584631 0.0555911 0.0894535 0.0637423 0.0621993 0.0675564 0.106398 0.0956595 0.107311 0.13614 0.0725911 0.0746776
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 -0.071554999999999994 0.078065000000000009 -0.040564999999999997 -0.010834999999999999 -0.14601999999999996 0.62940000000000007 -0.0049599999999999991 0.084355000000000013 0.14093000000000003 1.0000000180025095e-35 -0.0067649999999999993 -0.095084999999999989 0.083800000000000013 -0.061169999999999995 -0.56176499999999996 0.19444000000000003 -0.016074999999999996 -0.39518999999999993 -0.060129999999999996 -0.034054999999999995 0.088440000000000019 0.038060000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 -5 6 -2 -8 9 10 -9 12 -1 15 18 16 17 19 -14 20 21 -13 -21 25 28 -24 -27 -28 29 -25
right_child=3 -3 -4 4 -6 -7 7 8 -10 -11 -12 13 14 -15 -16 -17 -18 -19 -20 22 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.01069306635874368 0.0079052416590275256 -0.00019849040016362614 0.0020796008997422178 0.0070933530550973956 0.00042309337436701317 -0.0042184524759447768 -0.0040595160098746419 0.00066962854471057658 0.0033533682618117721 0.0041788561580081785 -0.0073247863778046199 0.014515086889415134 0.0035251236285920406 0.00048027074779383844 0.0064785200205666046 0.010389114539289188 0.00018177550751715898 0.010979863651096822 -0.0014821280805586742 0.0092241367083889508 0.0028600438194268424 0.0081293314919565571 0.011007454404362332 0.0043011900217541288 0.0015486610517190357 0.0061122284681804874 -0.0046972028631716975 0.0046432676664422412 0.011388746011070908 0.010268962383270264
leaf_weight=21 20 33 64 64 33 23 24 21 135 24 21 22 119 20 54 31 20 25 29 55 23 54 38 166 90 1757 20 71 20 24
leaf_count=21 20 33 64 64 33 23 24 21 135 24 21 22 119 20 54 31 20 25 29 55 23 54 38 166 90 1757 20 71 20 24
internal_value=0 0.00571099 0.0057826 0.0023146 0.00482409 0.00140631 0.00193435 0.0014036 0.00205592 -0.000597966 -0.00332758 0.00587173 0.00426414 0.00601889 0.00359578 0.00606474 0.00600854 0.00605781 0.00254397 0.00600523 0.00832421 0.00997784 0.00590278 0.00581921 0.00442536 0.00604093 0.00593881 0.00259042 0.00565823 0.00505501
internal_weight=0 2756 2723 365 97 268 245 225 201 66 42 2659 223 2436 202 2416 2385 2365 148 2340 99 76 2241 2186 300 1886 1848 91 210 190
internal_count=3121 2756 2723 365 97 268 245 225 201 66 42 2659 223 2436 202 2416 2385 2365 148 2340 99 76 2241 2186 300 1886 1848 91 210 190
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 47 42 1 0 52 14 1 4 1 2 39 2 12 447 2 52 13 151 131 14 15 16
split_gain=28.6518 4.70942 3.00995 2.38089 1.68612 1.37789 0.959524 0.943383 0.75236 0.696532 0.523173 0.486695 0.345618 0.339511 0.331987 0.43043 0.29363 0.288191 0.287539 0.298059 0.260734 0.251766 0.245991 0.240921 0.237078 0.236478 0.204986 0.187187 0.292447 0.243542
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.089775000000000008 0.40473500000000007 0.13082500000000002 -0.076394999999999977 0.091450000000000017 -0.23091999999999999 -0.56176499999999996 0.062655000000000016 0.089875000000000024 -0.16363499999999997 0.15964000000000003 0.14530500000000005 0.084780000000000008 -0.0050599999999999994 0.095780000000000018 0.084065000000000015 -0.0091949999999999983 -0.087769999999999987 -0.016469999999999995 -0.088784999999999989 0.09031500000000002 -0.42495999999999995 -0.24436499999999997 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 17 6 10 -6 16 -5 13 -8 -13 21 20 -16 23 25 -11 -20 -14 -1 -12 -4 -25 -3 -2 -27 -29 -30
right_child=1 2 8 9 7 -7 11 -9 -10 18 22 12 14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.001103374795071515 0.0011169503947233901 0.00070082767775245735 0.00013381066755350157 0.0010506729424055439 0.00093233127787176434 0.00069588022513670503 0.0007444652974560609 0.00056716608458801229 0.00064219651058271276 0.00046964536019253962 0.00079429290202610631 0.0011881098552104603 0.0010477464554442934 0.0012520189831901839 0.0010705720077491883 0.00072326360951417321 0.00011154685062247314 0.00033749108993314398 0.00055995298878675935 0.00086493603467774328 0.00097453788179452838 0.00088138477840259968 0.0010227956427139493 0.00029952513153459932 0.00049005313101782577 0.00067900322865285941 0.00089787617447524288 0.00037821023681305048 0.0006181046202729083 0.00045566064067566805
leaf_weight=1098 52 40 22 21 85 41 26 40 26 24 20 43 467 59 23 34 31 24 22 28 312 20 192 83 36 31 24 46 94 57
leaf_count=1098 52 40 22 21 85 41 26 40 26 24 20 43 467 59 23 34 31 24 22 28 312 20 192 83 36 31 24 46 94 57
internal_value=0 0.000587295 0.000530391 0.00103979 0.000624914 0.00105217 0.00105853 0.000815478 0.00033132 0.000735503 0.0010909 0.00100885 0.00101667 0.00110705 0.00100786 0.000863406 0.000284327 0.000543336 0.000646063 0.000730743 0.00101843 0.0010994 0.00100124 0.000322314 0.000357164 0.00056177 0.00104777 0.000537374 0.000515087 0.000556785
internal_weight=0 691 615 2430 417 2335 2294 125 198 95 1389 905 879 1177 836 57 172 292 74 50 779 1118 212 141 119 268 76 228 197 151
internal_count=3121 691 615 2430 417 2335 2294 125 198 95 1389 905 879 1177 836 57 172 292 74 50 779 1118 212 141 119 268 76 228 197 151
is_linear=0
shrinkage=0.00196078


Tree=4773
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 3 43 14 1 2 150 1 0 49 4 52 1 12 49 2 4 0 4 1 3 2 2 2 47 1
split_gain=68.6214 10.0348 5.25068 5.18703 3.42704 3.25782 1.85722 1.85411 1.60249 1.3667 1.06684 0.984209 0.937537 1.44305 0.896732 0.893473 0.88817 0.874102 0.814343 0.764229 0.660849 0.492328 0.402487 0.3799 0.368976 0.358253 0.345673 0.339862 0.32714 0.318924
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.099185000000000009 0.31534000000000006 -0.025214999999999998 0.062655000000000016 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 0.12205500000000001 -0.10474999999999998 0.082865000000000008 -0.029144999999999997 0.048770000000000008 0.083135000000000014 0.09141500000000001 -0.054984999999999992 0.10497000000000002 -0.52556499999999995 -0.060129999999999996 0.0061450000000000003 0.13075500000000004 -0.14847999999999997 -1.0000000180025095e-35 0.089125000000000024 0.11411 0.10350500000000001 0.13408500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 6 11 12 -5 10 24 -3 13 16 -8 -7 -1 20 -2 -16 -14 22 -19 27 -6 -22 -18 -4 -20 -21
right_child=1 5 23 8 9 15 14 -9 -10 -11 -12 -13 17 -15 19 -17 26 21 28 29 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010927729031510924 0.00060600065495199562 0.0003031030404358884 0.00061185509940378025 0.00098811964898648432 0.0011580095552151499 -0.00026988536228387676 0.00074290584614953984 0.0014450317615848822 0.00045991378728795412 0.00061545862433456499 0.00062033866014636792 1.3105717038728122e-05 0.0015198975717988 0.0013343296849093183 0.00065323885670236117 0.00013173374249637469 0.0008634625403575745 0.0011124304619180151 0.0011000234384023204 0.00034949124612214779 0.00097062662700373749 0.00085912740571699765 0.00090648262085867861 0.00011885514113065951 0.00099115570385170269 0.0011749614708603906 0.0005876075408075671 0.00030245922445921276 0.00089492858289460305 7.6558384724764844e-05
leaf_weight=46 23 89 21 34 60 57 31 76 63 41 28 91 21 35 30 34 40 415 67 93 34 37 40 24 338 1109 31 39 54 20
leaf_count=46 23 89 21 34 60 57 31 76 63 41 28 91 21 35 30 34 40 415 67 93 34 37 40 24 338 1109 31 39 54 20
internal_value=0 0.000382449 0.000716944 0.00108941 0.00110774 0.000211068 0.00029613 0.00114501 0.000645058 0.000957376 0.000990283 0.000156493 0.0011324 0.000985023 0.000440581 -0.00011983 0.000880529 0.00114593 0.000944206 0.000375042 0.00117522 0.00107664 0.00109433 0.00032735 0.00101631 0.00116888 0.000743019 0.000410748 0.00100849 0.000301185
internal_weight=0 673 228 2448 2351 445 354 1884 97 467 426 180 1808 152 174 91 117 1656 144 143 1164 492 455 84 398 1143 71 60 121 113
internal_count=3121 673 228 2448 2351 445 354 1884 97 467 426 180 1808 152 174 91 117 1656 144 143 1164 492 455 84 398 1143 71 60 121 113
is_linear=0
shrinkage=0.00196078


Tree=4774
num_leaves=31
num_cat=0
split_feature=1 3 132 0 1 45 0 454 13 2 133 13 48 15 3 132 12 1 457 16 1 1213 43 16 1213 1213 1213 1213 1455 1455
split_gain=0.581041 0.159771 0.134255 0.116534 0.0989571 0.134024 0.0857121 0.0844169 0.0836389 0.0754946 0.0891778 0.0902093 0.0637316 0.0849924 0.0819473 0.0630432 0.0901661 0.0619403 0.0612139 0.0610896 0.0654337 0.0591502 0.0972314 0.102116 0.0782497 0.0581183 0.0672964 0.058675 0.0586525 0.0786289
threshold=0.10124500000000002 -0.049509999999999992 -1.0000000180025095e-35 0.22582000000000002 0.14262000000000002 0.10331000000000001 1.0000000180025095e-35 -0.037229999999999992 -0.11122999999999998 0.13754500000000003 0.089200000000000015 -0.059629999999999996 0.10255000000000002 -0.12255999999999999 -0.06977499999999999 0.082230000000000011 0.092465000000000006 0.11103500000000001 -1.0000000180025095e-35 -0.43320999999999993 0.15022500000000003 0.11830500000000001 -0.011919999999999998 -0.082039999999999988 0.104315 0.087020000000000014 0.085435000000000025 0.060985000000000004 -0.23681499999999997 -0.088874999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 5 7 19 -3 -4 10 18 -12 13 -1 -14 16 17 -10 -9 -6 -21 24 -23 -24 25 26 27 28 -15 -30
right_child=1 4 8 -5 6 -7 -8 9 15 -11 11 -13 14 21 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0099153670829504603 -0.0015782990189188201 -0.0032824213302228601 0.0012155048615698303 -0.00054878616938367484 -0.0027104483388194988 0.011248722465132319 -0.0052993430253385071 0.0099954521661857147 0.0083677621691354686 0.00029274589205670055 0.0043694182848867062 -0.0047936086942042622 0.0062714334354677702 0.010694109178261788 -0.00028770863357931376 0.0026242755995742207 0.0064656486163517423 0.015654164589941504 0.0043468353646882885 -0.00066093326779082418 0.0068856933807385058 0.013531130029996103 0.010338153219536732 0.0021090131690725683 0.00089816479899343989 0.010670988356727067 0.0019965042795606512 0.011339238388163428 0.0026934339561690158 0.0069719917109574946
leaf_weight=112 23 20 28 20 22 21 24 21 28 64 22 21 80 41 25 29 161 20 222 20 27 37 38 25 21 43 27 31 44 1804
leaf_count=112 23 20 28 20 22 21 24 21 28 64 22 21 80 41 25 29 161 20 222 20 27 37 38 25 21 43 27 31 44 1804
internal_value=0 0.003891 0.00575151 0.0070519 0.00278007 0.00347743 -0.000151818 0.00303635 0.00638529 0.00339743 0.00409218 -0.000105548 0.0071172 0.00723092 0.00470973 0.0069935 0.00759976 0.0114038 0.00483499 0.00163863 0.00367436 0.00708849 0.00946227 0.00707262 0.00697045 0.00703453 0.00695422 0.00702394 0.00695312 0.00687012
internal_weight=0 773 289 2348 484 391 93 370 266 350 286 43 2328 2223 105 238 209 48 243 69 47 2111 100 63 2011 1990 1947 1920 1889 1848
internal_count=3121 773 289 2348 484 391 93 370 266 350 286 43 2328 2223 105 238 209 48 243 69 47 2111 100 63 2011 1990 1947 1920 1889 1848
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 4 376 47 4 2 2 34 14 14 47 4 0 43 3 47 16 0 150 15 49 4 484 3
split_gain=31.2216 3.86423 3.35805 2.61765 1.95031 1.52181 1.23635 1.06503 1.04972 0.859121 0.768083 0.621869 0.60523 0.464614 0.453847 0.417636 0.413192 0.391669 0.391019 0.463165 0.402397 0.366777 0.373174 0.365437 0.301461 0.29294 0.278019 0.270836 0.259903 0.300836
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.09253500000000002 0.10803500000000001 0.091325000000000003 -0.15464999999999998 0.080200000000000007 0.13082500000000002 0.033845000000000007 0.11389000000000002 0.14285500000000004 -1.0000000180025095e-35 0.076175000000000007 0.062655000000000016 0.091680000000000011 0.27834500000000006 -0.066089999999999996 -0.11720999999999999 -0.061964999999999992 0.077555000000000013 0.10994000000000002 -0.14001499999999997 0.11386500000000001 -0.43375999999999998 -0.085174999999999987 -0.49405499999999997 0.080820000000000017 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 8 14 -6 -3 12 18 15 13 -5 23 21 26 -15 -8 -20 27 22 28 -4 -7 -19 -9 -21 29 -1
right_child=1 3 6 9 7 24 10 16 -10 -11 -12 -13 -14 17 -16 -17 -18 25 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010492385327223182 0.0010741939844049479 0.00095473654380365583 0.00088961493236079713 0.00025697536526089596 0.0010621070137628319 0.00056829609162302507 0.0010959917324800971 0.000841835788359829 0.00049230154267713132 0.00067189874738721221 0.00091780708878057326 0.00070877340879563558 0.00022135536933631726 0.0006755549693480134 0.0013276066805751325 0.0013108529748126147 0.00088807385317445585 0.00056516595019775627 0.00075458087021662177 0.0012073312542574301 0.00082544407910770839 0.0012174433298116805 0.0011574428501636006 0.0011340450251225835 0.00031647994900409248 0.00029655330595780002 0.00058858969385790477 0.0010185483543299675 0.00073059134404448902 0.00082389271486176755
leaf_weight=69 52 77 24 45 35 141 517 20 25 34 161 22 99 32 46 22 30 27 27 42 30 32 38 1166 21 37 100 96 20 34
leaf_count=69 52 77 24 45 35 141 517 20 25 34 161 22 99 32 46 22 30 27 27 42 30 32 38 1166 21 37 100 96 20 34
internal_value=0 0.000563777 0.00106466 0.000514443 0.000904991 0.000653781 0.0010966 0.000754117 0.000841395 0.000380191 0.00104011 0.00102276 0.000338866 0.000421373 0.0011365 0.00105489 0.000682253 0.000498434 0.00106777 0.000992952 0.00103126 0.00102571 0.000987605 0.00112912 0.000535653 0.000409874 0.000630797 0.001076 0.000935135 0.000974853
internal_weight=0 590 2531 538 422 264 2109 185 102 274 873 237 240 141 1236 215 150 96 712 195 168 193 161 1190 162 64 120 138 123 103
internal_count=3121 590 2531 538 422 264 2109 185 102 274 873 237 240 141 1236 215 150 96 712 195 168 193 161 1190 162 64 120 138 123 103
is_linear=0
shrinkage=0.00196078


Tree=4776
num_leaves=31
num_cat=0
split_feature=1 3 2 4 3 2 43 14 0 2 43 0 47 1 3 4 4 52 150 1 4 2 12 0 52 14 1 43 13 0
split_gain=35.3627 5.63148 2.66791 2.45848 1.99465 1.50975 1.47415 1.13066 0.995994 0.938764 0.711408 0.661108 1.02 0.752793 0.652104 0.75782 0.534154 0.533023 0.531171 0.529285 0.509078 0.493147 0.420141 0.404587 0.353478 0.324261 0.294883 0.280029 0.28227 0.258205
threshold=0.10538500000000002 -0.059315 0.099515000000000006 0.27834500000000006 0.31534000000000006 -1.0000000180025095e-35 -0.025214999999999998 0.062655000000000016 -0.13027499999999997 0.14122000000000004 -1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.30112000000000005 0.024790000000000003 0.26790000000000008 0.048770000000000008 1.0000000180025095e-35 0.122185 0.033845000000000007 0.13501500000000002 0.087765000000000024 -0.22491999999999998 -0.56176499999999996 -0.41790499999999997 0.11910500000000002 -0.23229999999999998 -0.0087749999999999981 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 10 16 11 18 24 -1 12 13 -7 15 -8 27 -6 -4 -2 22 23 -13 -17 -10 -18 -5 -3 -29 -11
right_child=1 4 8 26 17 7 14 -9 9 29 -12 20 -14 -15 -16 21 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00067668832802999948 0.001073423722516513 0.00072389260117037624 0.00091035747094067674 0.00068874677855320959 9.6394535952472262e-05 0.0011058821970570413 0.00098830715676219557 0.0013839032008397395 0.0012379754691058797 0.00088602717016257485 0.0010539160751025466 0.0011953940338362262 0.0013691350011264577 0.00078186474606589554 0.00043294311690577692 0.00057289951509621295 0.00051703701486217977 0.00040659794795800601 0.00055027107815114719 0.00078690877827980064 0.0010056989580702206 0.00041924599671740414 0.0011312962251781957 0.00085992246103708616 0.0010260180898736351 0.00023780079874111121 0.00045473128631237203 0.00055361828213853841 0.00029376082133282636 0.00057095332071185119
leaf_weight=37 110 20 36 47 57 51 33 78 33 20 40 743 25 60 36 35 21 34 28 32 85 27 835 41 363 67 37 45 25 20
leaf_count=37 110 20 36 47 57 51 33 78 33 20 40 743 25 60 36 35 21 34 28 32 85 27 835 41 363 67 37 45 25 20
internal_value=0 0.000599889 0.00110904 0.000851566 0.000470912 0.00114175 0.000538152 0.00115279 0.000981236 0.00101476 0.000872651 0.00114277 0.00101133 0.000930738 0.000667605 0.000729721 0.000413063 0.000212295 0.00075282 0.00100886 0.00115351 0.000646873 0.00116148 0.000727741 0.00104368 0.000304437 0.000585669 0.000519274 0.000460812 0.00072849
internal_weight=0 667 2454 226 441 1954 350 1877 500 436 77 1799 136 111 172 136 178 91 64 142 1663 103 1578 76 396 88 84 90 70 40
internal_count=3121 667 2454 226 441 1954 350 1877 500 436 77 1799 136 111 172 136 178 91 64 142 1663 103 1578 76 396 88 84 90 70 40
is_linear=0
shrinkage=0.00196078


Tree=4777
num_leaves=31
num_cat=0
split_feature=1 3 4 1 2 4 123 13 391 43 3 150 3 1447 0 157 1452 1 4 160 15 159 483 1429 484 51 16 130 156 0
split_gain=0.739453 0.179555 0.100731 0.100618 0.0896393 0.0850142 0.0827559 0.0781324 0.0775806 0.0685248 0.162173 0.0968415 0.0716477 0.0666733 0.0634888 0.0628706 0.0639297 0.0651988 0.126779 0.124675 0.0843224 0.058799 0.0841158 0.0892691 0.142646 0.0759026 0.0599805 0.0564751 0.055198 0.0671975
threshold=0.10337500000000001 -0.049509999999999992 0.40124500000000002 0.16540500000000002 0.090425000000000019 0.41257000000000005 0.12294500000000001 -0.11122999999999998 -1.0000000180025095e-35 -0.05647499999999999 0.11658 0.116995 -0.0025099999999999996 -0.082869999999999985 -0.071339999999999987 -0.41266499999999995 0.10893000000000001 0.08864000000000001 -0.16363499999999997 0.083670000000000008 0.13592500000000005 0.11576000000000002 -0.091839999999999991 0.084770000000000012 0.073690000000000019 0.11144500000000002 -0.072359999999999994 -0.074144999999999989 0.093425000000000022 -0.21861499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 7 -2 9 -1 -6 12 14 28 -3 -10 -11 -15 17 20 -19 -20 27 22 -9 25 -25 -24 -27 -17 29 -12
right_child=1 3 -4 -5 8 -7 -8 21 13 10 11 -13 -14 15 -16 16 -18 18 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.01249716574402184 0.0075376294622704638 0.0034491081190420182 0.0012849373372525654 -0.0030000459253787994 0.0011524178599938751 0.003445108130277283 -0.0027568873096606699 0.013377733527283584 0.011339789846291144 0.011252660934502881 -0.001746372152119875 -0.0020684296273559863 -0.0013588660055907763 0.012801067067775876 0.004593728752973091 0.012564686465669762 0.012576561672003231 0.0091564139578109369 -0.0021102100248182459 0.0066749831265769909 0.0026787503496617884 0.0043876140311892541 0.0087529356228405603 0.0093631461538423444 0.00064010588905295818 0.0082979346648789955 0.00064597823989710637 0.0074142028291489612 0.0092287207860499623 0.0045550273361996832
leaf_weight=49 192 127 22 25 20 69 20 35 42 45 20 28 41 20 21 22 21 39 35 30 37 35 1221 38 37 20 21 659 20 110
leaf_count=49 192 127 22 25 20 69 20 35 42 45 20 28 41 20 21 22 21 39 35 30 37 35 1221 38 37 20 21 659 20 110
internal_value=0 0.00436315 0.00802047 0.00316807 0.00808271 0.0064557 0.00352502 0.00857177 0.00731291 0.00382996 0.00490009 0.00333025 0.00227573 0.00744905 0.00913391 0.0072597 0.00712823 0.00698904 0.00464896 0.00194449 0.00732799 0.00843506 0.00853831 0.00841162 0.00505978 0.00861082 0.00437864 0.00758059 0.004338 0.00358558
internal_weight=0 718 2403 457 2381 261 432 1456 925 412 244 178 168 905 66 863 843 822 104 65 718 1407 1372 1337 75 1262 41 681 150 130
internal_count=3121 718 2403 457 2381 261 432 1456 925 412 244 178 168 905 66 863 843 822 104 65 718 1407 1372 1337 75 1262 41 681 150 130
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=31
num_cat=0
split_feature=1 155 2 2 0 3 42 13 48 51 151 12 12 131 2 49 16 4 1 47 3 42 130 128 11 3 43 15 51 0
split_gain=0.602133 0.172235 0.129407 0.162494 0.106455 0.0998029 0.0897434 0.121393 0.100339 0.103739 0.100931 0.0838379 0.0771936 0.068495 0.0862597 0.0651475 0.0604238 0.0808136 0.0896513 0.074965 0.072264 0.0693642 0.0955957 0.0941223 0.0844292 0.144435 0.172748 0.117992 0.126813 0.0905587
threshold=0.10124500000000002 0.11245500000000001 0.10276500000000001 -1.0000000180025095e-35 0.22582000000000002 -0.13309499999999996 -0.019989999999999997 -0.012549999999999997 0.14823500000000003 0.10532000000000001 0.061780000000000009 -0.077884999999999996 0.092255000000000018 0.094300000000000009 0.25063000000000007 0.10969000000000002 -0.56967999999999985 0.033845000000000007 0.083345000000000016 0.084210000000000021 -0.091354999999999978 -0.12099999999999998 0.098975000000000021 0.11170500000000001 1.0000000180025095e-35 -0.11255999999999998 -0.13868499999999997 0.040760000000000005 -1.0000000180025095e-35 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 16 -2 -4 12 9 10 -9 -7 13 14 15 -8 -1 21 20 -20 -19 22 -18 24 25 26 -23 28 -26 -27
right_child=1 -3 6 -5 -6 11 7 8 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 23 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.012660378483789309 0.0079588171929634854 0.0089258723809535062 -0.0024043277797422239 0.0074288805412633541 -6.447785999625921e-06 0.0027292868024152185 0.003187772364765903 0.0058006480928946185 -0.0018361380285978159 0.011733353313775298 -0.0017704933854041712 -0.0041571816641160038 -0.0038600663582866006 0.0064192712722960371 -0.0046731164954094727 -0.0026986535901770644 0.0085382914928742119 0.011423148194860136 -0.0019780658335851816 0.0051252578265773945 0.0060438463064170153 0.007997896731831133 0.016249053315259516 0.0011503863148391248 0.012490846726480716 0.0044272391264507131 -0.0036443078962083049 0.014985883371638401 0.0022108931021648458 0.0076354149274630292
leaf_weight=21 29 66 35 154 20 90 103 109 20 24 21 22 26 29 22 23 82 28 24 39 231 25 20 24 24 93 26 35 24 1632
leaf_count=21 29 66 35 154 20 90 103 109 20 24 21 22 26 29 22 23 82 28 24 39 231 25 20 24 24 93 26 35 24 1632
internal_value=0 0.00404038 0.00358431 0.00518316 0.00725815 0.00273038 0.00243951 0.0028892 0.0048274 0.0056928 0.00457762 0.00137659 0.00122788 0.00197526 0.00110448 0.00211327 0.00732056 0.00727195 0.00580245 0.00241923 0.00662539 0.00751033 0.0100502 0.00737275 0.00745308 0.00730739 0.00206266 0.0105705 0.00735087 0.00746245
internal_weight=0 773 707 295 2348 141 412 377 174 154 130 112 203 177 148 126 2328 2307 322 63 259 1985 102 1883 1859 1776 51 83 48 1725
internal_count=3121 773 707 295 2348 141 412 377 174 154 130 112 203 177 148 126 2328 2307 322 63 259 1985 102 1883 1859 1776 51 83 48 1725
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 2 1 4 0 49 150 1 12 4 47 15 1 13 0 0 43 3 3 13 4
split_gain=57.1627 8.7761 5.23877 4.76895 3.52999 2.9822 1.88532 1.68576 1.40095 1.38966 1.24424 1.24421 1.0885 1.02413 1.22124 1.00004 0.950343 0.782495 0.483625 0.432467 0.392206 0.374758 0.353799 0.329171 0.324789 0.394064 0.319432 0.294852 0.294215 0.28278
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.14753000000000002 0.09253500000000002 0.27834500000000006 -0.10607499999999999 0.082865000000000008 1.0000000180025095e-35 0.083135000000000014 0.090455000000000021 -0.52556499999999995 0.10648500000000001 -0.41942499999999994 0.076935000000000017 0.01128 -0.030209999999999997 -0.060129999999999996 -0.032879999999999993 0.0051600000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 19 6 13 10 -6 15 12 -5 -4 14 16 21 -1 18 -15 27 -12 23 -20 -7 -19 -26 -18 -3 -14 -2
right_child=1 2 7 11 8 9 -8 -9 -10 -11 20 -13 28 17 -16 -17 26 24 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010714019471098819 0.0011518164215232032 0.00026508921318886525 0.00046753208326431466 0.00094805473060000176 0.00096368895001551025 0.00098915510566824566 0.0014135960943499461 0.00054960184297690891 0.00045831675622977461 0.00059459122420711294 6.8467379434664237e-05 0.0004851431984224021 3.5096887003466259e-05 0.0014363519727865006 0.0012620096356650583 0.00062280338757530996 0.00049338039083808073 0.0010723873980971149 0.001149810037140442 0.0006192265047990029 -0.00020454985134423098 0.001116983634401038 0.00096625580750649262 0.00076548395109694205 0.00069436519096295038 0.0010789396688272528 0.00078832323866853725 0.00041719881087437662 0.0002697197270641183 0.0008911443959458981
leaf_weight=44 48 99 40 34 71 262 79 34 30 41 32 65 86 22 36 29 20 538 1042 24 55 83 42 28 20 21 48 97 27 24
leaf_count=44 48 99 40 34 71 262 79 34 30 41 32 65 86 22 36 29 20 538 1042 24 55 83 42 28 20 21 48 97 27 24
internal_value=0 0.000418364 0.000340125 0.0010657 0.000510109 0.00108343 0.00111701 0.000140983 0.000813578 0.000938468 8.30948e-05 0.000644123 0.000189556 0.00110423 0.000947846 0.00097354 0.000846864 0.00111797 0.00114854 0.000370789 -0.00010413 0.00100081 0.0011427 0.000967559 0.00105957 0.000891342 0.000701575 0.000340368 9.11572e-05 0.00106493
internal_weight=0 667 595 2454 321 2355 1912 274 101 443 240 99 153 1833 148 402 112 1685 1106 220 87 373 1084 290 579 41 68 196 113 72
internal_count=3121 667 595 2454 321 2355 1912 274 101 443 240 99 153 1833 148 402 112 1685 1106 220 87 373 1084 290 579 41 68 196 113 72
is_linear=0
shrinkage=0.00196078


Tree=4780
num_leaves=31
num_cat=0
split_feature=1 155 2 457 15 160 11 15 15 14 0 10 4 484 0 51 16 52 52 41 3 0 14 3 43 16 3 43 133 1201
split_gain=0.666128 0.175412 0.132206 0.118987 0.169102 0.125939 0.114308 0.0955227 0.168694 0.117645 0.0937428 0.0814935 0.0756275 0.072869 0.0642497 0.0602866 0.0571626 0.110391 0.1003 0.0856562 0.0954921 0.0828314 0.0659233 0.0971966 0.140612 0.0893201 0.0926716 0.0663959 0.112435 0.0843648
threshold=0.10124500000000002 0.11245500000000001 0.12043500000000001 0.079590000000000008 -0.41942499999999994 -0.077849999999999989 0.084110000000000004 -0.41942499999999994 -0.30407999999999996 -1.0000000180025095e-35 0.22582000000000002 0.11294000000000003 0.51388000000000011 0.090535000000000018 -0.019414999999999998 0.11917000000000001 0.0073350000000000004 -0.13993999999999998 -0.53964499999999982 0.07831500000000001 -0.10831999999999999 -0.093039999999999984 0.087740000000000012 -0.14989499999999997 -1.0000000180025095e-35 -0.54656499999999986 0.084940000000000015 0.0061450000000000003 -0.44023999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 14 12 -9 -10 16 -7 -4 -14 15 -6 17 21 -18 20 -20 -1 23 24 -19 -25 27 -27 29 -29
right_child=1 -3 7 -5 6 11 -8 8 9 -11 -12 -13 13 -15 -16 -17 18 22 19 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.016491692553719749 0.0059431750443764038 0.0089198168846699195 0.0071534437775287937 0.00062479125900250496 0.0059506572372767901 -0.0040699274205651731 0.013360707048030402 -0.0069584958738198996 0.0074715560432066152 0.00020454823901372698 0.00055686411913484339 0.0038162913196720183 0.0051587791020131632 -0.003094500953448005 0.0019318727957498697 0.011452819003765895 0.0093535712616023975 0.0086562586203217506 0.00073936418958533653 0.011711162316572408 0.0059637061445712743 0.0091930505600127319 0.012975084358318288 0.013772198428278384 -0.0030597290024161339 0.0079771648540237338 0.0039362068324615912 0.0036465368419885641 0.0052128852412000682 0.01101094741540562
leaf_weight=23 40 66 46 66 210 38 22 27 28 109 20 20 23 20 36 22 98 20 39 23 340 48 22 23 21 1278 70 20 233 70
leaf_count=23 40 66 46 66 210 38 22 27 28 109 20 20 23 20 36 22 98 20 39 23 340 48 22 23 21 1278 70 20 233 70
internal_value=0 0.00398947 0.00352922 0.00455003 0.00521773 0.00162649 0.00643132 0.00169739 0.000265975 0.00168978 0.00737391 -0.00135054 0.00433506 0.00132004 0.00586249 0.00647241 0.00743248 0.00769164 0.006485 0.0057857 0.00542611 0.0115574 0.00753542 0.00746644 0.00265539 0.00758289 0.0074977 0.00765341 0.00637244 0.00937441
internal_weight=0 773 707 454 388 98 290 253 164 137 2348 58 89 43 268 232 2328 1828 500 402 379 71 1757 1735 41 1694 1671 1601 323 90
internal_count=3121 773 707 454 388 98 290 253 164 137 2348 58 89 43 268 232 2328 1828 500 402 379 71 1757 1735 41 1694 1671 1601 323 90
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=31
num_cat=0
split_feature=1 3 4 132 3 124 43 13 0 159 15 151 4 160 123 475 49 48 15 48 4 13 160 159 1213 1211 133 42 13 4
split_gain=0.539563 0.159896 0.119009 0.0851672 0.0909665 0.0798018 0.0964672 0.120594 0.0759317 0.0696832 0.0663377 0.110419 0.0941898 0.0804039 0.0645063 0.0636168 0.0632597 0.0568175 0.075868 0.0689139 0.0609629 0.0645185 0.12015 0.109206 0.0899332 0.0880162 0.102124 0.112178 0.090564 0.0883207
threshold=0.10124500000000002 0.31299000000000005 -0.015039999999999998 0.10512500000000001 0.42240500000000009 0.05852000000000001 -0.24021999999999996 0.17001000000000002 0.22582000000000002 0.082585000000000006 -0.028889999999999996 0.050660000000000004 0.11275500000000001 -0.0071899999999999993 0.086730000000000015 -0.072689999999999991 -0.080089999999999981 0.10227500000000002 -0.12255999999999999 0.10445500000000001 0.042705000000000007 -0.085384999999999975 -0.55248999999999981 -0.016814999999999997 -0.097649999999999987 0.087635000000000005 0.085760000000000017 0.083795000000000022 -0.086804999999999979 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 9 4 -3 6 -4 10 17 -2 11 13 -12 14 15 -8 -15 18 -1 -19 21 23 -23 -20 -24 26 29 -28 -29 -25
right_child=1 3 5 -5 -6 -7 7 -9 -10 -11 12 -13 -14 16 -16 -17 -18 19 20 -21 -22 22 24 25 -26 -27 27 28 -30 -31
leaf_value=0.0093585365110034641 0.007069697173609734 0.00038651038296794627 0.010475309382309207 0.005063254555419984 -0.00728555953828618 -0.0014089106691465008 0.0025417343692176724 -0.0036725061611555844 0.00050117758684791629 0.0015872190654691724 -0.0047174419719903243 0.010035738182195927 0.004645559898662297 -0.0025182250897738748 0.0010958829640664838 0.0087879023316966755 0.0031475921157469097 -0.00069211300107694816 0.010903988989957725 0.0056904610931530764 0.0052277569298458948 -0.0011604906432330609 0.010013952552961808 0.0049376851537394836 0.0064536828682958142 0.012003930677857363 0.014785601890512876 0.010894561670004176 0.0022801563062745593 0.011732200319511322
leaf_weight=110 164 68 20 27 20 33 22 23 20 27 21 30 22 22 22 63 189 21 96 87 259 20 75 215 1314 33 28 26 23 21
leaf_count=110 164 68 20 27 20 33 22 23 20 27 21 30 22 22 22 63 189 21 96 87 259 20 75 215 1314 33 28 26 23 21
internal_value=0 0.00359053 0.00419179 0.000150256 -0.00135714 0.00333172 0.00369218 0.00336449 0.00663652 0.00629469 0.00377843 0.0042363 7.29311e-05 0.00368918 0.00592211 0.00717125 0.00255684 0.00668923 0.0067982 0.00444941 0.00666472 0.00686578 0.00653511 0.00791989 0.00664592 0.00709193 0.00657405 0.00973635 0.00685107 0.00554228
internal_weight=0 773 658 115 88 467 434 414 2348 191 391 348 43 318 107 85 211 2328 2220 108 2110 1851 1409 442 1389 346 313 77 49 236
internal_count=3121 773 658 115 88 467 434 414 2348 191 391 348 43 318 107 85 211 2328 2220 108 2110 1851 1409 442 1389 346 313 77 49 236
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=31
num_cat=0
split_feature=1 4 2 3 39 0 1 2 14 2 2 159 13 4 0 150 0 150 16 1429 52 4 0 3 1 147 475 3 133 150
split_gain=24.5515 2.89796 2.41606 2.0838 1.22235 1.20896 0.939594 0.838049 0.774125 0.669561 0.644891 0.465703 0.447392 0.386372 0.607677 0.581689 0.474061 0.366957 0.309893 0.298423 0.289131 0.283066 0.404965 0.297639 0.270204 0.253137 0.24013 0.409253 0.233655 0.233247
threshold=0.10752500000000002 0.27287000000000006 0.10045500000000002 -0.065819999999999976 0.056590000000000008 -0.13027499999999997 0.13075500000000004 0.14285500000000004 0.076175000000000007 -1.0000000180025095e-35 0.15109000000000003 0.084250000000000005 -0.14179999999999995 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14723999999999998 1.0000000180025095e-35 -0.052894999999999991 -0.047929999999999993 -0.56176499999999996 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.15964000000000003 0.088610000000000008 -0.07550999999999998 -0.10831999999999999 0.11667000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 8 29 25 11 13 -6 12 17 -7 14 -1 16 -15 -5 -18 -2 -14 -16 -23 -24 -8 -3 -22 -28 -29 -4
right_child=1 6 5 7 9 10 24 -9 -10 -11 -12 -13 20 15 21 -17 18 -19 -20 -21 26 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00081294463346890408 0.0010883152373587274 0.00053194679337141494 0.00072891946922590007 0.00073822350273933691 0.00055479029751792338 0.0006154487552303894 0.0003093264773679638 0.00029979368042777052 0.0011931431486917861 0.00090839268354808581 0.00054980638662194888 0.00041313193646193291 0.0010862115751795406 0.0012371865148637809 0.0012283424866677143 0.00062759148103057165 0.00096287400798093358 0.00051056556296741947 0.00075394937888580876 0.00082568037725400687 0.0010340934264633909 0.0010279538617547928 0.00078276430087096218 0.00097205283080750249 9.8761855961504297e-05 0.00029735398677940351 0.00070539975767945217 0.00093603200992958954 0.00079264959987298948 0.00052446848182840567
leaf_weight=61 21 112 45 81 35 20 122 45 79 50 21 38 35 20 23 24 124 41 35 80 45 1146 35 365 29 21 44 229 54 41
leaf_count=61 21 112 45 81 35 20 122 45 79 50 21 38 35 20 23 24 124 41 35 80 45 1146 35 365 29 21 44 229 54 41
internal_value=0 0.000517377 0.000961542 0.000649765 0.000992869 0.000844388 0.000374734 0.00053619 0.0010031 0.000762792 0.000885265 0.000602677 0.000901762 0.000994906 0.00100495 0.000914239 0.000952672 0.000661716 0.000916884 0.000880288 0.000915832 0.00101242 0.00100921 0.00095549 0.000268887 0.000494906 0.000899802 0.000881321 0.000908673 0.000631449
internal_weight=0 590 2531 306 1997 534 284 205 1912 85 448 160 427 1833 1630 203 179 122 159 101 407 1569 1546 400 151 133 372 327 283 86
internal_count=3121 590 2531 306 1997 534 284 205 1912 85 448 160 427 1833 1630 203 179 122 159 101 407 1569 1546 400 151 133 372 327 283 86
is_linear=0
shrinkage=0.00196078


Tree=4783
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 4 2 14 1 52 49 11 1 1 0 52 1 49 133 133 2 43 4 133 14 12
split_gain=54.0508 9.22204 4.41247 3.68444 3.12746 2.37363 2.07656 2.05882 1.62646 2.01192 1.37166 1.09667 1.04395 0.799769 0.703814 0.648371 0.617627 0.615964 0.567529 0.704063 0.493495 0.464982 0.449375 0.532793 0.420541 0.398889 0.357124 0.353387 0.339911 0.384863
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 0.089885000000000007 1.0000000180025095e-35 -0.17966999999999997 0.14122000000000004 0.062655000000000016 0.077845000000000011 -0.52606999999999993 -0.054984999999999992 1.0000000180025095e-35 0.13436000000000001 0.087135000000000004 -0.13027499999999997 0.047850000000000011 0.13075500000000004 0.10084500000000002 0.076280000000000014 0.087415000000000007 0.31358000000000003 -0.14792499999999997 0.042705000000000007 -1.0000000180025095e-35 -0.46166999999999997 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 -3 11 -8 -10 15 17 -4 -2 -15 18 28 -1 19 -9 27 22 -20 -24 -6 -17 -19 -5 -11 -30
right_child=1 4 12 20 24 -7 8 10 9 16 -12 -13 -14 14 -16 25 -18 26 21 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014910812818908601 0.0015043477035555704 0.00046360280001049044 0.0013134887781129831 0.00066816016945343815 0.00039556061588232099 0.00081994844622471747 0.0012320394244264153 0.00099653942563240287 0.0013349147842210882 0.0009548344618939106 0.0010052474741193737 0.0017365973181564494 0.0008645872088187829 0.00087046307397712394 0.0012748707293744901 0.0013035173923556321 0.00037205751085531055 0.0014173658766354238 0.0013450616055369975 0.0014111070134559601 0.00053324771609790378 0.0012685704350221057 0.001682359471728095 0.0014200950241069388 0.00011425790496673718 0.0016161898828472691 0.0012100970127335449 0.00098042823105158584 0.00055869670349062027 0.00076688884860939453
leaf_weight=934 45 96 28 22 84 25 30 36 20 21 41 59 69 21 78 21 22 368 328 28 24 140 34 240 27 62 35 38 55 90
leaf_count=934 45 96 28 22 84 25 30 36 20 21 41 59 69 21 78 21 22 368 328 28 24 140 34 240 27 62 35 38 55 90
internal_value=0 0.00077657 0.001404 0.00109723 0.000612275 0.00142091 0.000707037 0.00142737 0.000805229 0.00074367 0.00135589 0.00147498 0.000994167 0.00128761 0.00118909 0.00137207 0.000680772 0.00146344 0.00135507 0.00117791 0.000770878 0.00137035 0.00139403 0.00145264 0.000327136 0.00153708 0.00139936 0.00086593 0.000721686 0.000687919
internal_weight=0 673 2448 228 445 2351 334 2326 238 208 930 1396 97 144 99 889 188 1337 806 64 84 742 602 274 111 83 403 60 166 145
internal_count=3121 673 2448 228 445 2351 334 2326 238 208 930 1396 97 144 99 889 188 1337 806 64 84 742 602 274 111 83 403 60 166 145
is_linear=0
shrinkage=0.00196078


Tree=4784
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 1 3 2 14 4 0 15 0 4 52 1 2 43 3 457 2 475 0 1 4 147 3 16
split_gain=28.8275 3.66065 3.05005 2.55236 1.93536 1.16828 1.06663 0.780511 0.757889 0.746127 0.727341 0.641607 0.557793 0.481184 0.433836 0.47927 0.416728 0.415231 0.414302 0.388551 0.4319 0.369929 0.358333 0.293626 0.290719 0.289996 0.268523 0.252623 0.252294 0.239412
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.077845000000000011 0.11658 0.13501500000000002 0.076975000000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.079119999999999982 -0.55119499999999988 -0.52606999999999993 0.15471500000000002 0.14285500000000004 -0.013199999999999998 0.11658 0.080930000000000016 -1.0000000180025095e-35 -0.069854999999999987 -0.050684999999999994 0.12811000000000003 -0.020529999999999996 0.088610000000000008 -0.12711499999999995 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 27 18 -4 9 21 11 12 13 -1 -14 -16 -2 -7 19 -5 -21 23 -13 -6 -18 -22 -15 -3 -17 -24
right_child=1 5 7 6 8 17 -8 -9 -10 -11 -12 22 14 26 15 28 24 -19 -20 20 25 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011650850959852631 0.001149546078481928 0.00056859280852762672 0.0010044636554410813 0.00057137490187270448 0.00112496755601414 0.0003360412705687622 0.00034800034014481683 0.00062587908698230924 0.0006653309037454989 0.00072524469857122376 0.0012709201825600043 0.00072539083911985847 0.0011130067435655435 0.0009927213439703598 0.0013159051956727987 0.00086581876861448041 0.00093993029677170829 9.2372219299986241e-05 0.00041922763365183076 0.0010179897112881436 0.00053133433103667643 0.0007312831289920152 0.0010337763232603052 0.00098049082440434024 0.00067353538619258709 0.00084622280270445585 0.0007184033238059372 0.000334238098894292 0.0010398695797107346 0.00083743668264812888
leaf_weight=23 28 112 28 45 65 116 58 83 35 45 75 22 1175 23 23 35 63 35 22 24 22 20 117 322 21 23 34 21 376 30
leaf_count=23 28 112 28 45 65 116 58 83 35 45 75 22 1175 23 23 35 63 35 22 24 22 20 117 322 21 23 34 21 376 30
internal_value=0 0.000557908 0.0010392 0.0007067 0.00105378 0.000397589 0.000570635 0.000721378 0.000943304 0.000964829 0.00108161 0.00107397 0.00108549 0.000925691 0.00109344 0.00104046 0.000942385 0.000279562 0.000665582 0.000713124 0.000805569 0.000991318 0.000958778 0.00100476 0.000873332 0.000692277 0.000829093 0.000531589 0.00102505 0.000993707
internal_weight=0 590 2531 306 2420 284 194 111 487 452 1933 1858 1689 80 1609 434 112 151 136 114 69 407 169 387 84 45 57 133 411 147
internal_count=3121 590 2531 306 2420 284 194 111 487 452 1933 1858 1689 80 1609 434 112 151 136 114 69 407 169 387 84 45 57 133 411 147
is_linear=0
shrinkage=0.00196078


Tree=4785
num_leaves=31
num_cat=0
split_feature=1 52 3 4 124 12 148 2 11 12 16 2 0 16 3 13 0 49 51 47 39 47 48 133 16 3 15 50 50 157
split_gain=0.861519 0.201931 0.138887 0.109534 0.0999297 0.0977681 0.0975629 0.0949601 0.0905818 0.0950378 0.0965881 0.0814479 0.08142 0.140395 0.0838607 0.0876221 0.0959347 0.0838984 0.0797258 0.135706 0.0912967 0.0833002 0.0812658 0.0779179 0.0830891 0.0761271 0.0727306 0.0628558 0.085792 0.072623
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.05852000000000001 -0.42850999999999995 -0.098399999999999974 0.10045500000000002 1.0000000180025095e-35 0.09320500000000001 0.061255000000000011 0.15950500000000004 -0.026509999999999995 0.15273500000000004 -0.0069549999999999994 -0.080344999999999986 -0.04917499999999999 0.082865000000000008 0.10532000000000001 0.078345000000000012 0.086670000000000011 0.10254000000000001 -0.079804999999999987 0.11667000000000001 -0.073404999999999984 -0.24163499999999996 -0.040804999999999994 0.10917 0.10583000000000002 -0.087084999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 6 -4 -3 8 27 10 -10 -7 14 -14 15 26 23 -16 19 22 -21 -20 -8 24 -17 -15 -9 28 29 -1
right_child=1 2 5 -5 -6 11 18 12 9 -11 -12 -13 13 25 17 16 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011957827122882009 0.009197466279883151 -0.0017852051928639414 0.0049936821699208987 0.0016050225377760151 -0.00079481958546825959 0.00088237368156273007 0.0099974067090079204 0.0087357028472858176 0.011368091190147594 0.0063069496141827629 0.01922877823764628 -0.006515453800305048 -0.00063552895444445316 0.01163742338467273 -0.00018608827629814978 0.01268167564024528 0.014122377298454839 0.0084518051769753751 0.011911096684634685 0.0065295417357767397 0.014178531279321761 0.0050118151010246949 0.0034111828757001626 0.0035371195418638702 0.0071037337298288806 0.0044022011112026648 0.015822221722919496 0.0069528353126310158 0.014227192149677825 0.0087730198820146887
leaf_weight=75 87 20 35 22 31 46 20 30 54 23 22 22 32 26 23 33 22 22 35 71 20 35 296 46 140 33 28 162 31 1579
leaf_count=75 87 20 35 22 31 46 20 30 54 23 22 22 32 26 23 33 22 22 35 71 20 35 296 46 140 33 28 162 31 1579
internal_value=0 0.00468105 0.00405834 0.00862871 0.00471361 0.000699302 0.00505719 0.00869361 0.00899219 0.0119391 0.0136436 -0.00151104 0.00735788 0.0046979 0.00806154 0.00866726 0.00782746 0.00403688 0.00534408 0.00480793 0.00821064 0.00846146 0.00382803 0.00719509 0.00816773 0.0075906 0.0121568 0.00883424 0.00901512 0.00891743
internal_weight=0 718 631 2403 528 103 497 2381 1946 99 76 68 435 91 344 299 241 45 477 407 91 70 316 219 173 59 58 1847 1685 1654
internal_count=3121 718 631 2403 528 103 497 2381 1946 99 76 68 435 91 344 299 241 45 477 407 91 70 316 219 173 59 58 1847 1685 1654
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=31
num_cat=0
split_feature=1 124 3 39 2 40 156 15 0 4 15 374 12 2 1427 1 394 12 150 49 150 51 16 15 399 16 15 42 12 16
split_gain=0.706494 0.11678 0.115111 0.105982 0.098315 0.0803031 0.0792144 0.0843807 0.138781 0.075845 0.0757908 0.0738159 0.0723743 0.0729329 0.0540955 0.059238 0.166997 0.123219 0.0865007 0.170388 0.121722 0.111821 0.0828888 0.131812 0.080527 0.0793655 0.102954 0.0728978 0.0693356 0.0829312
threshold=0.11146500000000002 -0.076779999999999987 0.31299000000000005 0.088025000000000006 1.0000000180025095e-35 0.051255000000000002 0.10272000000000002 -0.0088349999999999974 -0.062294999999999996 0.36766000000000004 -0.042209999999999991 0.083845000000000017 -0.42850999999999995 0.15950500000000004 0.088585000000000011 0.086920000000000011 -0.079949999999999979 0.090545000000000014 0.081835000000000019 -0.069799999999999987 0.088380000000000014 -0.21316999999999997 0.19444000000000003 -0.043924999999999992 0.091255000000000017 0.40020000000000006 -0.074054999999999996 -0.12099999999999998 0.13597000000000004 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 10 9 7 8 -6 14 -2 -1 -4 -14 15 17 -17 -3 21 20 -20 -18 24 25 27 -24 -27 -19 29 -29
right_child=2 5 12 -5 6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 18 22 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0057691848648031155 0.0066161414616387991 0.0087646749636847918 0.0045417313820079845 0.002237414754362059 0.0061931564300321046 0.0014626432210206987 0.009260294675503088 -0.0029036943967055001 -0.002543525814932461 0.0042199011265518244 0.013443074357928709 -0.00066147840171608895 0.00094871563424186968 -0.0058639080775141012 0.011306996736675502 -0.00085643227391231532 0.014783221929842098 0.012034247281650702 0.001546930451745125 -0.0034758489224172777 0.011339911434333771 0.0074895936308043394 0.0020684691440934935 -0.0014510363012690236 0.012376475074526036 0.014087593672420122 0.0057915214923783568 0.0069509471647392317 0.0022137791721214511 0.013553789494326339
leaf_weight=119 87 1123 34 150 75 20 23 21 24 57 20 21 55 22 46 26 22 30 22 21 30 472 30 27 33 21 52 389 29 20
leaf_count=119 87 1123 34 150 75 20 23 21 24 57 20 21 55 22 46 26 22 30 22 21 30 472 30 27 33 21 52 389 29 20
internal_value=0 0.00761421 0.00354818 0.00433882 0.00559967 0.00777346 0.00388427 0.00285387 0.00407517 0.00782498 0.0078922 0.00480459 0.000699029 -0.000997748 0.00791085 0.00784429 0.00698025 0.0081364 0.00733961 0.00412653 0.00719673 0.00781441 0.00701826 0.00476827 0.00760209 0.00639857 0.00817806 0.00726543 0.0069388 0.00727382
internal_weight=0 2610 511 400 250 2470 143 120 99 2450 107 140 111 77 2393 2347 593 1754 567 73 52 494 631 130 501 103 73 468 438 409
internal_count=3121 2610 511 400 250 2470 143 120 99 2450 107 140 111 77 2393 2347 593 1754 567 73 52 494 631 130 501 103 73 468 438 409
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 43 2 14 1 2 4 49 1 1 2 2 1 0 52 1 15 0 47 15 4 16 1 1 0
split_gain=32.8783 5.16027 2.87343 2.29953 1.84252 1.78133 1.37666 1.36834 1.13079 1.12162 0.852409 0.742213 0.56372 0.482285 0.448994 0.436083 0.42725 0.357785 0.353436 0.306275 0.290439 0.267772 0.26018 0.249772 0.236211 0.233424 0.428345 0.352785 0.300659 0.296991
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.31299000000000005 0.36766000000000004 -0.025214999999999998 0.13754500000000003 0.062655000000000016 0.09253500000000002 0.089775000000000008 -0.16363499999999997 -0.054984999999999992 0.12656000000000003 0.15964000000000003 0.094835000000000017 0.14122000000000004 0.086920000000000011 -0.22491999999999998 -0.56176499999999996 0.13075500000000004 0.094035000000000007 -0.095504999999999993 0.090280000000000013 -0.053579999999999996 0.033845000000000007 -0.10850999999999998 0.089875000000000024 1.0000000180025095e-35 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 12 6 7 13 8 10 15 17 -8 -2 -3 -6 -1 -13 -4 -12 -20 -5 -10 -19 -14 -17 27 -27 28 29 -21
right_child=1 4 5 20 14 -7 11 -9 21 -11 18 16 23 -15 -16 24 -18 22 19 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011878121987007682 0.00070855226867993549 0.0005293390639377392 0.0011601955845520018 0.0006528514854990757 0.00032498463201517235 0.00052268394015674642 0.0010313523618502665 0.00073645514987357786 0.0014234379385958059 0.00063420908287372519 0.00084219563293273369 0.00068075459503394063 0.0011225007871604141 0.00032647248657731166 7.8631522365255292e-06 0.00098743430344887034 0.00037063936638992792 0.00094363557559157176 0.0012272919102232585 0.0011028097558894888 0.00039822947669711901 0.001198446199262489 0.0011069350002652859 0.00094858324587103959 0.00071629370422729476 0.0010836218496221542 0.00089532740178870052 0.00088884628586844414 0.0012835315503608221 0.00098699550161282924
leaf_weight=26 24 100 917 61 94 20 21 37 53 67 28 117 64 82 21 30 20 42 43 402 24 33 351 63 21 101 86 36 29 108
leaf_count=26 24 100 917 61 94 20 21 37 53 67 28 117 64 82 21 30 20 42 43 402 24 33 351 63 21 101 86 36 29 108
internal_value=0 0.000603655 0.00108837 0.00083893 0.000481622 0.0011053 0.000554189 0.00111044 0.00111665 0.000819724 0.0011078 0.000688098 0.000984146 0.000437938 0.000267075 0.000981147 0.000635482 0.00113898 0.00105876 0.00106629 0.000580958 0.0013371 0.00108948 0.00103623 0.000875788 0.0010572 0.000997027 0.00107678 0.00108933 0.00107828
internal_weight=0 691 2430 236 455 2286 340 2266 2229 144 2143 158 151 182 115 77 137 1310 833 805 85 86 393 127 51 762 187 575 539 510
internal_count=3121 691 2430 236 455 2286 340 2266 2229 144 2143 158 151 182 115 77 137 1310 833 805 85 86 393 127 51 762 187 575 539 510
is_linear=0
shrinkage=0.00196078


Tree=4788
num_leaves=31
num_cat=0
split_feature=1 52 1 1 16 4 457 123 50 15 51 52 1 2 0 0 14 43 34 2 15 41 16 4 0 133 51 51 15 157
split_gain=0.706027 0.115728 0.123777 0.115414 0.0989966 0.094087 0.0899854 0.0937751 0.0746663 0.0879651 0.0841527 0.110835 0.0817764 0.0731314 0.11793 0.0919762 0.0748253 0.0729731 0.0768507 0.129898 0.0894492 0.0669932 0.066279 0.062171 0.272672 0.113569 0.072086 0.0729357 0.0685861 0.0652016
threshold=0.11146500000000002 -0.26636999999999994 0.14860500000000001 0.094385000000000011 -0.11118499999999999 -0.17966999999999997 0.094310000000000019 0.11679000000000002 0.082190000000000013 0.11601500000000002 -0.076794999999999988 -0.088614999999999985 0.10638500000000002 0.10644500000000001 0.034820000000000011 -0.076899999999999982 0.062655000000000016 0.084740000000000024 -0.010024999999999997 0.11362000000000001 -0.41942499999999994 0.081560000000000007 -0.27167499999999994 -0.17966999999999997 -0.062764999999999974 0.039215000000000007 0.11548000000000001 0.095050000000000009 -0.079249999999999987 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 13 -4 -5 7 17 9 10 -7 -12 -13 16 15 22 21 18 -3 20 -20 23 -15 25 26 29 27 -25 -28 -1
right_child=1 2 4 5 -6 8 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.012096382690859693 0.0083432299327699747 0.00056684457052212504 0.0026031531352440226 0.0090631783140512814 -0.0054263278293157262 -0.0023593547212658449 -0.0017985448172246968 -0.0018687985630701104 0.0080603329037463797 0.0089780605069767604 0.010672886358574033 0.0018673378548722656 0.0063066912809762168 0.0067736069712301967 0.00049892327748239044 0.0081571508715529758 0.011124509973353314 0.0086126896273344758 0.0027000476225194606 0.0032823036482027448 0.010188771207849015 0.0040072574088844707 -0.00099674362503546525 0.0081633241323532165 -0.0019682621893783408 0.017096135146649823 0.0072174178215209401 0.011868816334860061 0.00016003875727100032 0.0063689690250295986
leaf_weight=35 47 52 34 90 28 20 27 24 82 39 25 109 67 23 30 183 83 40 22 179 58 40 21 1553 27 21 40 55 21 46
leaf_count=35 47 52 34 90 28 20 27 24 82 39 25 109 67 23 30 183 83 40 22 179 58 40 21 1553 27 21 40 55 21 46
internal_value=0 0.00361479 0.00313583 0.00767947 -0.00102306 0.00618634 0.00377725 0.00417871 0.00542928 0.00459949 0.0038268 0.00444234 0.00355732 0.00797563 0.00639139 0.00717013 0.00818757 0.00459221 0.00407511 0.00477947 0.00812937 0.00805495 0.00306503 0.008145 0.00800079 0.0105428 0.00816206 0.00829007 0.00478783 0.00884378
internal_weight=0 511 464 2610 62 432 402 375 342 260 221 201 176 2178 257 227 1921 351 311 259 80 1838 44 1798 1696 102 1669 1608 61 81
internal_count=3121 511 464 2610 62 432 402 375 342 260 221 201 176 2178 257 227 1921 351 311 259 80 1838 44 1798 1696 102 1669 1608 61 81
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=31
num_cat=0
split_feature=1 4 3 3 1 1 4 2 12 2 14 12 47 12 457 0 47 157 13 2 0 4 147 16 4 39 34 2 43 15
split_gain=32.8588 4.24099 3.01139 2.86238 1.66179 1.41075 1.21895 1.16694 1.05656 0.962144 0.839709 0.98976 0.679303 0.599823 0.592987 0.501114 0.411738 0.411558 0.697014 0.396522 0.37748 0.643497 0.33445 0.296229 0.291864 0.265507 0.263778 0.289161 0.256036 0.245173
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 -0.065819999999999976 0.092390000000000014 0.13075500000000004 0.36766000000000004 0.14285500000000004 -1.0000000180025095e-35 0.14122000000000004 0.076175000000000007 1.0000000180025095e-35 0.10019500000000002 0.090285000000000018 0.094310000000000019 -0.062294999999999996 0.077555000000000013 -0.06457499999999998 -0.00096999999999999983 0.25063000000000007 -0.11242999999999999 0.181285 0.08955500000000001 0.40020000000000006 0.033845000000000007 0.084405000000000008 -0.038779999999999995 0.13501500000000002 -0.00045499999999999995 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 23 9 22 10 12 25 16 11 -1 17 20 -10 -14 -4 -5 -19 26 21 -13 28 -2 -15 -6 -7 -28 -3 -29
right_child=1 5 4 7 8 19 -8 -9 14 -11 -12 13 15 24 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00081395708803647484 0.0009351122559056969 0.000537646871957345 0.0010946191301872423 0.00038483746495901369 0.00052007568868326509 0.00018651272163820401 0.0007301839327232705 0.00036898404651997135 0.0010741259947666395 0.00077737736893969086 0.0013939208666573462 0.00076669949969715055 0.001069288376122619 0.0011482374327656971 0.00070292167400334284 0.00067119297334084318 0.001320750287600926 0.00058766414055272062 0.00097375151544224978 6.8640003083438988e-05 0.0012102128950364445 0.0012581391912214563 0.00036186847612079161 0.0011483402228822895 0.0010447515225995763 0.00076424319657938922 0.00053733165257424491 0.0004336125461295957 0.00072467459724862981 0.00018981828113754631
leaf_weight=30 46 53 268 20 23 27 24 45 78 35 65 20 31 676 21 20 35 64 25 21 1044 21 20 55 124 67 39 35 60 29
leaf_count=30 46 53 268 20 23 27 24 45 78 35 65 20 31 676 21 20 35 64 25 21 1044 21 20 55 124 67 39 35 60 29
internal_value=0 0.000620896 0.00113474 0.000781049 0.00100285 0.000448336 0.00116942 0.000647937 0.000855604 0.00108518 0.00117475 0.00116731 0.000726393 0.00117293 0.000995386 0.000913173 0.00112074 0.000639 0.000696116 0.000318638 0.00120297 0.00101841 0.000595587 0.00105123 0.0011322 0.000701845 0.000359023 0.000404244 0.000636954 0.000323143
internal_weight=0 590 2531 306 527 284 2004 205 189 338 1980 1915 160 1885 99 51 303 109 89 151 1085 41 133 101 800 90 130 103 113 64
internal_count=3121 590 2531 306 527 284 2004 205 189 338 1980 1915 160 1885 99 51 303 109 89 151 1085 41 133 101 800 90 130 103 113 64
is_linear=0
shrinkage=0.00196078


Tree=4790
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 2 2 14 1 15 13 49 4 15 3 4 1 4 40 3 43 2 133 15 50 15 151 47
split_gain=38.6281 6.39278 3.11061 2.95192 2.12439 2.01939 1.5525 1.29779 1.49288 1.24165 0.878663 0.841801 0.652972 0.614032 0.590814 0.565803 0.596895 0.544448 0.477629 0.391806 0.380893 0.369629 0.367743 0.350891 0.375054 0.34977 0.34031 0.327809 0.375772 0.256633
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.024640000000000006 -0.077799999999999994 -0.054984999999999992 -0.49013999999999996 -0.12255999999999999 0.090900000000000009 -0.15464999999999998 0.13436000000000001 -0.49013999999999996 -0.077714999999999992 -0.14989499999999997 -0.081154999999999991 0.13622000000000004 -1.0000000180025095e-35 0.091295000000000015 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 7 6 9 20 -9 11 -5 12 22 -2 -14 -16 21 -10 -19 -13 -3 -17 -1 24 -4 -21 27 -6 -29 -15
right_child=1 4 23 10 26 -7 -8 8 17 -11 -12 19 14 29 15 16 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001169074011613615 0.00071015796447069547 0.00043201246612466307 0.00037725630307606622 0.0010111694111925955 0.00026949342197604465 0.00070812692896164708 0.00061837970195459879 0.00086013049146968035 0.00079878215111938182 0.0013522233428152099 0.00062004305164909713 0.0014165699614140611 0.0011738170491160502 0.0011537732273098423 0.0011485093769968856 0.00078778417160113654 0.00071922225806880379 0.00050069365035012073 0.00021740154308431289 0.0011760114289979873 0.00018478145636618138 0.0010138809822403002 0.0010655077614314527 0.00030234986277041483 0.00070109241401341725 0.0011016490352583526 0.00037886738538573745 0.00018840288326688734 -0.00016637280913605506 0.00097301631674304992
leaf_weight=307 23 46 20 34 29 48 24 54 20 85 63 21 95 58 89 30 32 150 27 602 50 379 231 20 44 408 23 22 24 63
leaf_count=307 23 46 20 34 29 48 24 54 20 85 63 21 95 58 89 30 32 150 27 602 50 379 231 20 44 408 23 22 24 63
internal_value=0 0.000561935 0.000828915 0.00109235 0.000425145 0.00110618 0.00111448 0.000497142 0.000571301 0.0011197 0.000757139 0.00111069 0.00107453 0.00100384 0.00103142 0.0010059 0.000977119 0.00049213 0.00045748 0.00115148 0.000303246 0.000997297 0.00112461 0.00052905 0.000599894 0.00114597 0.000170216 0.00010623 3.30252e-06 0.00105966
internal_weight=0 673 228 2448 445 2351 2303 347 251 2279 97 2194 1163 144 625 530 441 197 177 1031 96 409 538 84 64 1010 98 75 46 121
internal_count=3121 673 228 2448 445 2351 2303 347 251 2279 97 2194 1163 144 625 530 441 197 177 1031 96 409 538 84 64 1010 98 75 46 121
is_linear=0
shrinkage=0.00196078


Tree=4791
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 1 150 47 1 2 2 2 4 2 1 1 3 10 13 0 4 124 49 0 34
split_gain=46.7865 7.50072 4.48137 3.72159 3.05588 2.25168 1.56685 1.25262 1.09033 1.03624 1.02514 0.901085 0.765605 0.635751 0.837591 0.543931 0.512163 0.454738 0.465843 0.377232 0.375867 0.334301 0.308202 0.301964 0.294948 0.282151 0.266091 0.245881 0.242518 0.236186
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.17025000000000004 0.09253500000000002 1.0000000180025095e-35 0.13082500000000002 0.089770000000000016 0.090425000000000019 0.14530500000000005 -0.0091949999999999983 -0.55119499999999988 0.088850000000000012 0.11453000000000001 0.076935000000000017 -0.078244999999999995 -0.39453499999999991 -1.0000000180025095e-35 -0.010949999999999998 -0.036839999999999991 -0.087394999999999987 -0.054319999999999993 -0.026509999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 15 7 19 13 11 12 -5 20 29 17 16 23 -15 -1 -19 -6 24 -21 -11 26 -7 -2 -3 -12 -10 -4
right_child=1 2 9 10 6 8 -8 -9 28 22 27 -13 -14 14 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016289299164388249 0.0013792125933310565 0.00080807619336722557 0.00026837158920202148 0.0011881412807186031 0.0013323786362603892 0.0012254255826399775 0.00068872131532748298 0.0015824743514828636 0.0010553752322832318 0.00030343712322964566 0.00088246550745221732 0.0008693786025501804 0.00082151783894604882 0.00099440853588619697 0.00090120329722469933 0.00035755920735206089 0.0012993025541401481 0.0013643353529877045 0.0012915019051812722 0.00087133459190304988 0.0013493541850432918 0.001196178572253652 1.528142947214761e-06 0.00075054129530383528 0.0010105931843288063 0.0011205723131793776 0.00058003661374216682 0.00063719526809804584 0.00077565436224772018 0.00046654038046553098
leaf_weight=21 50 23 31 34 32 273 39 76 22 26 33 27 21 23 25 24 268 946 525 21 92 29 26 100 27 24 136 30 26 91
leaf_count=21 50 23 31 34 32 273 39 76 22 26 33 27 21 23 25 24 268 946 525 21 92 29 26 100 27 24 136 30 26 91
internal_value=0 0.000706389 0.000633632 0.00129013 0.00075146 0.00130566 0.00101226 0.00133588 0.00118378 0.000389516 0.000913753 0.00121585 0.00047571 0.00132551 0.00124562 0.000639952 0.0012752 0.00134243 0.00133834 0.00116614 0.00123971 0.00105974 0.000152483 0.000666119 0.00120609 0.00129533 0.000613023 0.00076567 0.00090386 0.000416186
internal_weight=0 673 599 2448 404 2351 121 1884 467 195 97 419 143 1808 316 283 291 1492 1471 82 392 50 52 259 300 74 159 63 48 122
internal_count=3121 673 599 2448 404 2351 121 1884 467 195 97 419 143 1808 316 283 291 1492 1471 82 392 50 52 259 300 74 159 63 48 122
is_linear=0
shrinkage=0.00196078


Tree=4792
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 376 4 47 4 0 1 0 12 2 11 11 34 0 4 4 150 43 15 31 13 3 4 150
split_gain=29.0219 3.24727 3.06879 2.32828 1.87324 1.18983 1.12965 0.883298 0.814412 0.741211 0.678553 0.656695 0.549306 0.50833 0.626129 0.506815 0.492575 0.525125 0.438851 0.40313 0.391737 0.369483 0.360815 0.401631 0.29198 0.275959 0.267834 0.259008 0.241628 0.227047
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.10803500000000001 0.090285000000000018 0.080200000000000007 -0.17966999999999997 0.13082500000000002 0.033845000000000007 -0.23194499999999998 0.10124500000000002 -0.097024999999999986 0.13597000000000004 0.14960000000000004 1.0000000180025095e-35 0.080150000000000013 -1.0000000180025095e-35 -0.11242999999999999 0.27834500000000006 -0.46376499999999993 0.091105000000000005 -0.081374999999999989 -0.0063699999999999989 -0.077289999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 -0.036839999999999991 0.11648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 5 11 7 16 -3 -6 15 13 -1 22 -8 -15 18 19 -18 25 -4 -20 -13 23 -10 -23 -5 -22 -25 -2 -7
right_child=1 3 6 9 8 29 10 -9 12 -11 -12 21 -14 14 -16 -17 17 -19 20 -21 26 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.001334575628745577 0.0011323253132347485 0.00090144183842438244 0.00087585054731978168 0.00039092543586397981 0.0010485391594954943 0.00055467631380816786 0.0012580531810681278 0.00047724420882250165 0.0006329077411084122 0.00064450555890282959 0.0008975006839335853 0.0011354736663769828 0.00058812332753147901 0.0010330773047666573 0.00071753704314138367 0.00020653744764232137 0.0014198923559497131 0.0011076074387314024 0.00063190761535613109 0.0010960332395548973 0.00031354184216641253 0.00098801863357457194 0.00057407148272038135 0.0010810277555286668 0.00079160274872348228 8.3752610998185322e-05 0.00056421426105021622 0.00082845077270007222 0.00086320768613034813 0.0003315319501516391
leaf_weight=22 29 77 33 22 31 142 37 25 23 34 171 42 85 735 25 79 37 47 36 1024 57 90 22 27 43 23 23 37 23 20
leaf_count=22 29 77 33 22 31 142 37 25 23 34 171 42 85 735 25 79 37 47 36 1024 57 90 22 27 43 23 23 37 23 20
internal_value=0 0.000545393 0.0010283 0.000500168 0.000875671 0.000631579 0.00105885 0.000797472 0.000753431 0.000373554 0.00100958 0.00101529 0.000706275 0.00103362 0.0010227 0.000335169 0.00110064 0.00124516 0.000398287 0.00108916 0.000462047 0.000975146 0.000798412 0.000855141 0.000924516 0.000233926 0.00038561 0.000935007 0.00101329 0.000527128
internal_weight=0 590 2531 538 422 264 2109 102 225 274 968 197 194 797 760 240 1141 84 161 1057 116 175 109 87 133 45 80 64 52 162
internal_count=3121 590 2531 538 422 264 2109 102 225 274 968 197 194 797 760 240 1141 84 161 1057 116 175 109 87 133 45 80 64 52 162
is_linear=0
shrinkage=0.00196078


Tree=4793
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 50 47 4 4 48 52 1 4 0 150 0 14 157 1447 12 159 13 483 1429 52 131 51 51 47 1
split_gain=1.22969 0.268923 0.161044 0.128604 0.118019 0.107628 0.120536 0.088741 0.0883247 0.0875757 0.0837126 0.0804962 0.167283 0.279513 0.113074 0.0803777 0.0918797 0.0760685 0.0759728 0.0683106 0.0674137 0.0904621 0.0752846 0.0979819 0.148892 0.0665922 0.0632727 0.0631193 0.061376 0.0607704
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.090425000000000019 0.10616500000000001 0.10648500000000001 -0.013514999999999998 0.40945500000000007 -0.081134999999999999 0.048770000000000008 0.08864000000000001 -0.16363499999999997 -0.14226499999999997 0.084335000000000007 -0.23091999999999999 -0.47013499999999991 -0.06457499999999998 -0.082869999999999985 0.11903500000000002 0.11576000000000002 -0.11122999999999998 -0.091839999999999991 0.084770000000000012 -0.057699999999999994 0.091440000000000007 0.11144500000000002 0.12547500000000003 0.11596500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 5 4 20 6 9 -7 -8 -3 -4 18 -13 14 -14 -11 -17 -18 -6 -19 21 -1 -23 26 -25 -2 -24 -28 -9 -20
right_child=1 2 10 -5 11 7 8 28 -10 15 -12 12 13 -15 -16 16 17 19 29 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.015722534066828137 0.012520678521571821 0.010471197086102937 -0.00053980384440417738 0.002902829054404389 0.014693125370232499 0.014057338792750111 0.01083534870035293 0.010173583512369078 0.0031114935269579294 0.0095729751735925683 0.0055226704314597606 0.011951195342408029 0.011721315942978596 -0.0054039008782378268 0.0023884962911584549 0.0099378517606634326 -0.0010716108168708162 0.003274570663640162 0.0096564227296567166 0.0084071675793203557 0.0070963980609667493 0.015694471573723216 0.011334728396538284 0.001712022172952337 0.010923700753916452 0.0059453258733265105 0.0033203774411231278 0.011169993974978016 0.0027708790819382387 0.013708203118772078
leaf_weight=44 67 23 69 22 34 26 57 24 20 25 34 48 34 21 21 22 36 245 728 29 40 35 1221 28 47 20 20 21 21 39
leaf_count=44 67 23 69 22 34 26 57 24 20 25 34 48 34 21 21 22 36 245 728 29 40 35 1221 28 47 20 20 21 21 39
internal_value=0 0.00579708 0.00507846 0.0105134 0.0105837 0.00578406 0.00522131 0.00940627 0.00882915 0.00449025 0.0014614 0.00970045 0.00732951 0.00441054 0.00815788 0.00410492 0.00369317 0.00325 0.0100675 0.0038178 0.0111449 0.0112593 0.0111161 0.0109963 0.00748467 0.0110091 0.011205 0.00734091 0.00671899 0.00986245
internal_weight=0 718 631 2403 2381 528 457 71 77 380 103 925 124 76 55 357 332 310 801 274 1456 1416 1372 1337 75 87 1262 41 45 767
internal_count=3121 718 631 2403 2381 528 457 71 77 380 103 925 124 76 55 357 332 310 801 274 1456 1416 1372 1337 75 87 1262 41 45 767
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=31
num_cat=0
split_feature=1 4 1 155 2 2 150 0 0 4 14 13 3 401 160 42 15 12 1 2 1 52 16 394 400 133 1212 1212 133 1212
split_gain=0.997707 0.17235 0.134273 0.111357 0.0961774 0.09527 0.0933619 0.0971128 0.107239 0.089628 0.0812489 0.0791794 0.0997176 0.0822214 0.078376 0.0941226 0.0787372 0.0712074 0.0830273 0.0635113 0.110391 0.0986087 0.208542 0.0727579 0.0674772 0.0749273 0.0659469 0.0745864 0.168566 0.0721574
threshold=0.10920500000000001 0.27044500000000005 0.094385000000000011 0.10158500000000002 0.25063000000000007 0.13404500000000005 0.084680000000000019 -0.040504999999999992 -0.13843999999999998 -0.17966999999999997 0.062655000000000016 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -1.0000000180025095e-35 -0.064119999999999996 0.093115000000000017 -0.12529499999999996 0.13534000000000004 0.089005000000000015 0.089625000000000024 0.4002400000000001 -0.054549999999999994 0.055520000000000007 1.0000000180025095e-35 0.51625500000000002 0.11930500000000001 0.090080000000000007 0.057185000000000007 0.092585000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 11 10 7 8 -2 -4 19 12 -3 17 -11 -16 -17 -14 -19 21 -21 23 -23 24 25 26 27 -1 29 -29
right_child=1 4 9 -5 -6 -7 -8 -9 -10 14 -12 -13 13 -15 15 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010246804454252771 0.0028013564521513351 0.0090571739505428597 0.010454018940715265 0.013221575895493682 -0.0031822039668137829 0.0052623080170466283 0.0030006211439297065 0.0025574117269669032 0.0097330607270652604 0.0097860187552321481 0.012770257928890975 -0.001570826885290444 0.0087069877423346046 -0.0028879683488048612 0.011372525158471295 0.0041379229843914803 0.0087934221160855704 0.0049644254159045831 5.4277990242106875e-05 0.0091915076047728254 0.0035387495661982232 0.012578953634947538 -0.0016890627110288257 0.014565000534792871 0.015593724092468619 0.0039356379560194906 0.015087859246593255 0.0046580395661294464 -0.00087926743552088735 0.011902217422109309
leaf_weight=922 28 34 86 22 24 49 81 37 110 68 84 28 26 20 28 160 47 87 57 856 36 20 21 38 22 20 26 20 20 44
leaf_count=922 28 34 86 22 24 49 81 37 110 68 84 28 26 20 28 160 47 87 57 856 36 20 21 38 22 20 26 20 20 44
internal_value=0 0.00463688 0.00931618 0.00639433 0.0028667 0.00962183 0.00580761 0.00710685 0.00832663 0.00760484 0.00972217 0.00344279 0.00406949 0.00317695 0.00679617 0.00593102 0.00519497 0.00389047 0.00302083 0.00959696 0.00896337 0.0100871 0.00527095 0.0102647 0.0101126 0.00999793 0.0101154 0.00998691 0.0071342 0.00963841
internal_weight=0 554 2567 278 276 2178 256 175 138 389 2129 252 224 190 303 235 207 170 144 2045 892 1153 41 1112 1074 1052 1032 1006 84 64
internal_count=3121 554 2567 278 276 2178 256 175 138 389 2129 252 224 190 303 235 207 170 144 2045 892 1153 41 1112 1074 1052 1032 1006 84 64
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=31
num_cat=0
split_feature=1 12 1 47 10 34 2 10 0 15 47 4 14 15 157 52 12 43 52 15 0 133 133 39 13 0 3 3 1452 157
split_gain=0.809983 0.21155 0.111892 0.098857 0.0878524 0.112743 0.0956408 0.115551 0.0917314 0.105339 0.0813789 0.0791825 0.0782519 0.0895146 0.0796173 0.0766721 0.0681459 0.0912042 0.0842996 0.0855981 0.0744745 0.0833518 0.0667782 0.0785793 0.0767336 0.0645409 0.100426 0.0909091 0.0875586 0.0775299
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.077555000000000013 -0.005834999999999999 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -0.019414999999999998 -0.24436499999999997 0.11518500000000002 0.053180000000000012 -0.10708499999999999 -0.44764999999999994 -0.079969999999999986 -0.10925999999999998 0.09857500000000001 0.07827000000000002 1.0000000180025095e-35 -0.053579999999999996 -0.053834999999999994 -0.076779999999999987 -1.0000000180025095e-35 0.10484500000000001 -0.15078499999999997 -0.079119999999999982 -0.059315 -0.045649999999999989 0.091225000000000014 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 8 -6 7 10 9 -2 -7 25 -4 -14 -15 -1 17 18 19 -13 21 -18 -8 24 -24 26 28 -27 29 -3
right_child=4 11 12 -5 5 6 22 -9 -10 -11 -12 16 13 14 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.011295063687721268 0.0063878682752450304 0.0036873114868425406 0.0098670479117168326 0.013795936702357221 -0.0030424958094954491 0.012116905557923019 -0.0016446235682815316 0.001756128180643608 -0.0052475183800032195 -0.0024012694511329757 0.0051231657145503311 0.0069734874633806095 -0.0013609691301272029 0.00049721696724494297 0.0059225521908480338 0.0062792842502403801 0.0079042021517774889 0.013521884605978375 0.0096922782021395589 -5.8218259769289389e-05 0.0093212201162241395 8.98832064241362e-05 0.0018580563649136042 -0.00032991051222338821 0.0072793774131307571 0.0083029826764167026 0.016170567061219897 0.0016147064858592958 0.015760118768921531 0.0092070416931596729
leaf_weight=40 30 26 36 29 21 41 25 29 22 25 28 70 21 30 275 128 21 27 78 23 25 39 42 33 69 630 21 21 20 1196
leaf_count=40 30 26 36 29 21 41 25 29 22 25 28 70 21 30 275 128 21 27 78 23 25 39 42 33 69 630 21 21 20 1196
internal_value=0 0.00822328 0.00648638 0.00840423 0.00321027 0.00401246 0.00456735 0.00705275 0.000209856 0.00239281 0.00927887 0.00866522 0.00544268 0.0049541 0.00538891 0.00747352 0.00710395 0.00812068 0.00726785 0.00523446 0.00473558 0.00282489 0.00312611 0.00395436 0.00522807 0.00889606 0.00931297 0.00808723 0.00919702 0.0090896
internal_weight=0 2756 559 197 365 288 267 98 77 55 69 2197 362 326 305 168 283 198 171 93 85 60 169 144 111 1914 1263 651 1242 1222
internal_count=3121 2756 559 197 365 288 267 98 77 55 69 2197 362 326 305 168 283 198 171 93 85 60 169 144 111 1914 1263 651 1242 1222
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 14 2 49 4 2 40 1 1 52 457 1 15 0 39 3 3 14 12 49 13
split_gain=34.5314 5.5522 2.8151 2.42097 1.7673 1.43869 1.40433 1.37845 1.03188 1.00805 0.934901 0.668033 0.604205 0.56496 0.429144 0.413411 0.385413 0.320346 0.310174 0.338788 0.308799 0.304171 0.454415 0.297292 0.323452 0.340413 0.280203 0.271615 0.260923 0.259983
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13754500000000003 -1.0000000180025095e-35 0.092845000000000025 0.10613000000000002 0.062655000000000016 0.090425000000000019 -0.054984999999999992 -0.15289999999999995 0.094835000000000017 -0.077714999999999992 0.13075500000000004 0.086920000000000011 -0.56176499999999996 0.080930000000000016 0.12958500000000003 -0.069954999999999989 -0.059114999999999994 0.096625000000000016 -0.017889999999999996 0.149315 0.097795000000000007 0.096990000000000007 0.088340000000000016 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 7 6 10 15 14 20 11 17 -2 -11 -1 -3 -5 -4 -13 27 -9 22 -6 24 -15 -26 -12 -20 -16 -19
right_child=1 4 5 16 21 -7 -8 9 -10 13 26 18 -14 23 28 -17 -18 29 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012102381542784158 0.00073764899829743965 0.00050433405285697829 0.0011918666003050793 0.0006926317082024088 0.00043313774299377132 0.0007007950562096778 0.00076909529713486394 0.0010011357092035715 0.0006859999825703163 0.00088855301486510854 0.0014143096121180152 0.0012571182460837757 0.0010848082446573465 0.00035582868526685355 0.00075912546637328031 0.00024373476367955114 0.00039862911190283694 0.0011422818452012588 0.0011299582749824152 0.00091330745730824425 0.00069236659170950152 6.1559491341719045e-05 0.00014492993476007641 0.00036305174870672181 0.00069389015830804708 0.00046067175202342976 0.0011498414410972128 0.0010498918307410186 0.0010377397014647305 0.0009737637281687551
leaf_weight=28 23 44 963 60 58 28 37 33 68 20 67 46 119 21 24 50 24 361 451 39 20 20 33 30 77 35 20 255 28 39
leaf_count=28 23 44 963 60 58 28 37 33 68 20 67 46 119 21 24 50 24 361 451 39 20 20 33 30 77 35 20 255 28 39
internal_value=0 0.000622593 0.00112573 0.000872492 0.000494526 0.00114255 0.00114798 0.000566516 0.000863584 0.000646495 0.00115424 0.00114619 0.00102858 0.00057753 0.00101453 0.000365717 0.000608631 0.00117249 0.00110086 0.00109121 0.000884619 0.000280503 0.000328623 0.000539368 0.000579139 0.000621009 0.00135351 0.00110104 0.000909149 0.00112585
internal_weight=0 667 2454 226 441 2306 2278 330 148 236 2241 2154 142 183 80 94 84 1363 791 745 53 111 91 163 133 112 87 706 52 400
internal_count=3121 667 2454 226 441 2306 2278 330 148 236 2241 2154 142 183 80 94 84 1363 791 745 53 111 91 163 133 112 87 706 52 400
is_linear=0
shrinkage=0.00196078


Tree=4797
num_leaves=31
num_cat=0
split_feature=1 52 1 46 1348 2 9 123 4 0 10 10 2 132 14 159 2 52 51 160 133 133 150 403 3 156 403 0 123 2
split_gain=0.809999 0.19266 0.119646 0.120895 0.105859 0.108742 0.181566 0.102856 0.0904834 0.0891635 0.0854424 0.0803375 0.0795029 0.0775244 0.0773645 0.0757744 0.120797 0.0886393 0.0722122 0.06895 0.0642991 0.142214 0.137733 0.0835822 0.100482 0.0770394 0.0844822 0.118263 0.0641254 0.0598934
threshold=0.10312500000000001 -0.40967499999999996 0.14860500000000001 0.081930000000000017 0.092395000000000019 0.10276500000000001 -1.0000000180025095e-35 0.11679000000000002 0.40124500000000002 0.024095000000000002 -0.0087699999999999983 -0.062879999999999978 0.090425000000000019 0.092395000000000019 -0.10708499999999999 0.0089800000000000019 0.10855000000000002 -0.14765999999999999 -0.069724999999999995 -0.088854999999999976 0.076280000000000014 0.086085000000000009 0.083555000000000004 -1.0000000180025095e-35 -0.14186499999999996 0.11124500000000001 0.085340000000000013 -0.030209999999999997 0.090310000000000015 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 10 13 12 -8 -3 -4 -1 14 18 20 17 -17 -7 -19 22 -22 23 -14 -25 26 27 29 -16 -26
right_child=1 2 11 -5 -6 7 9 -9 -10 -11 -12 -13 15 -15 28 16 -18 19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0090655528532119344 0.0090714967390522361 0.0054902968357407288 -0.0051602954184636479 0.011401910352054984 -0.002671551677797522 0.0034699307468659042 0.0092629268905887064 -0.0033692514512776621 0.0021614741152999077 0.0024921647718419201 -0.0019342667588423336 0.0023832936519890308 0.010778211741708218 -0.0019799662776113975 0.0029175239266191855 0.016855622990988195 0.0050145946222190296 0.014990719386630439 0.010865256800166062 0.0086240691659428808 0.016652469430118801 0.0079643801167392399 0.00061743633555514472 0.010784854799021561 0.0015745542354553062 0.011804913040250539 0.0087936859719255685 -0.0018913260929716324 0.0086098858282308687 0.0062536362735305124
leaf_weight=1450 90 31 20 25 21 23 126 21 22 23 31 48 55 21 197 24 39 22 31 75 20 325 35 48 34 20 56 26 22 140
leaf_count=1450 90 31 20 25 21 23 126 21 22 23 31 48 55 21 197 24 39 22 31 75 20 325 35 48 34 20 56 26 22 140
internal_value=0 0.00473935 0.00413014 0.00460157 0.00429077 0.00456873 0.00632552 0.00339196 0.00854508 0.00821778 0.00177802 0.000164591 0.00860436 0.0038749 0.00432528 0.00787669 0.00985441 0.0114143 0.0077154 0.0100681 0.00745978 0.00846804 0.00661956 0.00717385 0.006562 0.00582759 0.00536061 0.00439935 0.00348936 0.00533933
internal_weight=0 730 640 572 547 526 211 315 2391 149 62 68 2369 294 273 919 160 121 54 97 759 345 414 379 324 276 256 200 219 174
internal_count=3121 730 640 572 547 526 211 315 2391 149 62 68 2369 294 273 919 160 121 54 97 759 345 414 379 324 276 256 200 219 174
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=31
num_cat=0
split_feature=1 12 44 4 43 13 12 1 474 156 0 3 48 1 16 16 52 12 149 43 1 2 13 1213 403 51 159 3 481 15
split_gain=0.665221 0.169985 0.0973316 0.114709 0.122375 0.158125 0.106889 0.0762319 0.101979 0.0738905 0.0803395 0.120529 0.0864603 0.0761434 0.0737477 0.0994456 0.0818469 0.0689547 0.076672 0.073409 0.245567 0.0953881 0.0706129 0.07588 0.0778335 0.0820566 0.0674308 0.0912241 0.0966087 0.0939046
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 -0.23229999999999998 0.05868000000000001 -1.0000000180025095e-35 0.095950000000000021 0.084660000000000027 0.10339000000000002 -0.0058249999999999994 -0.010424999999999999 -1.0000000180025095e-35 0.13471500000000003 -0.039889999999999988 -0.50690499999999983 -0.023194999999999997 0.099815000000000015 0.079625000000000015 -0.15879999999999997 0.077565000000000009 0.08647500000000001 0.25761500000000009 -0.07797999999999998 -0.11227499999999999 -0.13782999999999998 -0.016814999999999997 -0.086049999999999988 -0.085629999999999984 0.088655000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 8 14 10 12 13 -2 -12 15 -6 -16 18 19 20 21 -3 23 -19 -25 -26 27 29 -29 -21
right_child=9 17 -4 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15 16 -17 -18 22 -20 26 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0021848155185580256 -0.0020908533329410213 0.013007326573133469 0.011610096828891463 0.011265005990363924 0.011928634807700293 -0.0040202056900376362 0.010401194018777461 0.0036564512270386065 0.00014400869311595506 0.0074675315787317235 -0.0019854819448664788 -0.0069780714632499789 0.0037761843304496487 0.0067405357921961704 0.0071885517325647411 0.0039455783148427351 0.015062893334437499 0.011394327685236932 0.012637480909729172 0.015305561091647379 -0.0042562031561309208 0.0044350359554368038 0.010650011187566347 0.0089958470102334247 0.0095408064793005148 0.0041852288808082068 0.0078135100741126891 0.0036111373625531355 0.009351341669532982 0.0070702734590122416
leaf_weight=20 28 25 28 28 20 21 76 218 22 32 20 21 244 20 33 71 22 25 36 45 21 27 38 57 33 215 1408 34 213 20
leaf_count=20 28 25 28 28 20 21 76 218 22 32 20 21 244 20 33 71 22 25 36 45 21 27 38 57 33 215 1408 34 213 20
internal_value=0 0.00742073 0.00586378 0.00556078 0.00487031 0.00443038 0.00868945 0.00489013 0.00649097 0.00287772 0.00243666 -0.000843253 0.00317222 0.00237753 0.00744736 0.0057001 0.0103383 0.00781688 0.00806817 0.00797643 0.00487053 0.00855633 0.00656792 0.00609786 0.00566372 0.00489787 0.00810825 0.00943837 0.00856119 0.0127716
internal_weight=0 2756 559 531 435 407 96 386 168 365 333 61 272 40 146 91 55 2197 1829 1793 73 52 368 330 305 248 1720 312 247 65
internal_count=3121 2756 559 531 435 407 96 386 168 365 333 61 272 40 146 91 55 2197 1829 1793 73 52 368 330 305 248 1720 312 247 65
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=31
num_cat=0
split_feature=1 124 2 46 3 13 15 15 3 3 1 41 16 16 1210 1186 403 475 1429 484 1429 474 42 13 3 47 1 1373 49 160
split_gain=0.541334 0.145564 0.122853 0.0954263 0.0914776 0.118192 0.104926 0.0724356 0.12519 0.0913109 0.171279 0.132068 0.102855 0.0872817 0.0785993 0.0835261 0.204824 0.0730131 0.0780663 0.0750225 0.0735246 0.0736707 0.0723465 0.109053 0.0821783 0.0703558 0.0856138 0.0701892 0.0785062 0.0945781
threshold=0.11866500000000001 -0.076779999999999987 0.15361500000000003 0.084955000000000017 0.10893000000000001 -0.42195999999999995 -0.0058549999999999991 1.0000000180025095e-35 -0.049509999999999992 -0.12711499999999995 0.085475000000000009 0.079395000000000007 -0.15012499999999998 0.0028900000000000006 -0.0084249999999999985 0.021560000000000003 0.085340000000000013 -0.084169999999999981 0.052280000000000007 0.12418000000000001 0.057970000000000008 0.10200500000000001 -0.0060199999999999993 -0.0093149999999999986 -0.0025099999999999996 0.085505000000000012 0.14262000000000002 0.085770000000000013 -0.097394999999999995 -0.51745999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 7 -6 -7 14 9 10 11 -9 -11 -14 -3 17 -17 18 -16 20 27 -22 -1 24 -24 -2 -27 28 -19 -30
right_child=25 2 -4 -5 5 6 -8 8 -10 12 -12 -13 13 -15 15 16 -18 19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0070511060229939779 0.001584888865222951 0.0018690139643796203 -0.00095298305153846742 0.013191059443731015 0.0098600241480968336 0.0047986350402844935 -0.0027086548523270883 0.011040174974583683 0.012360598659142852 0.00013908244117850528 0.018065578346564012 0.0015509000587785109 0.0075362993114805009 0.0044304756295526085 0.0053359724658851825 -0.0043164718815166016 0.0086385500191961638 0.011031948061153185 0.0098208025297777651 0.0099646075550066469 0.0010157901970669627 0.0077559864491680251 0.0060013838528627248 -0.0031024425963146821 -0.00063625737809791018 0.0061451377326072788 -0.00087129105972549468 0.011320160146213563 0.00070974985963755078 0.0063370671585293989
leaf_weight=49 247 36 20 24 26 52 29 44 52 21 22 22 869 101 54 23 26 34 138 57 50 24 66 27 26 83 22 29 31 817
leaf_count=49 247 36 20 24 26 52 29 44 52 21 22 22 869 101 54 23 26 34 138 57 50 24 66 27 26 83 22 29 31 817
internal_value=0 0.00667005 0.00685432 0.00691482 0.00685591 0.00399382 0.00211084 0.00698091 0.0075681 0.00733714 0.0104242 0.00787708 0.00706301 0.00721291 0.0064774 0.00660671 0.00255762 0.00676749 0.00855944 0.00643731 0.00623319 0.0032018 0.00381718 0.00248557 0.00412553 0.00250666 0.00467503 0.00647943 0.00632026 0.00613135
internal_weight=0 2769 2601 2581 2557 107 81 2450 1131 1079 88 66 991 970 1319 1283 49 1234 192 1042 985 74 168 119 92 352 105 911 882 848
internal_count=3121 2769 2601 2581 2557 107 81 2450 1131 1079 88 66 991 970 1319 1283 49 1234 192 1042 985 74 168 119 92 352 105 911 882 848
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=31
num_cat=0
split_feature=1 2 48 30 33 123 0 147 16 15 15 150 4 51 14 0 16 16 0 13 12 4 1456 4 11 41 484 1186 1209 1
split_gain=0.43853 0.138275 0.10074 0.0892101 0.0916483 0.0837005 0.0769834 0.0695905 0.0725556 0.068382 0.0724966 0.075353 0.0622445 0.0686834 0.0628174 0.106027 0.0691716 0.0742741 0.134203 0.0668024 0.0844681 0.0523005 0.0868587 0.079297 0.0649922 0.152711 0.0755818 0.0672622 0.0626681 0.0736953
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085185000000000025 0.083840000000000012 0.085290000000000019 -0.14723999999999998 0.089365000000000014 -0.0057949999999999989 -0.47006499999999996 -0.080694999999999989 1.0000000180025095e-35 -0.034939999999999992 -0.40274499999999996 -0.42495999999999995 0.024095000000000002 -0.008904999999999998 -0.39185999999999993 -0.10324499999999999 -0.059629999999999996 -0.040564999999999997 -0.082769999999999982 -0.065759999999999985 -0.082349999999999993 0.082485000000000017 0.07831500000000001 0.085595000000000018 0.060550000000000007 0.091045000000000001 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 9 -7 21 -9 -3 11 -11 -2 -14 -15 16 17 19 -19 20 -16 22 -1 -23 25 26 27 28 29 -24
right_child=12 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012088108683625857 0.0055721394940400903 0.010905909334265051 -0.0022746302216546609 0.0015768830909540779 0.01320280647603795 -0.003695178576745093 0.0039357484258615814 -0.0019887403631582857 0.0065292196932568913 0.0045078832421466593 0.0058414135512732598 -0.00057248285922564964 0.0068526406400411842 0.004807343542925082 0.0011692725604882947 -0.0056333056653384119 -0.0023329486460646706 0.01176962104276754 0.00056914342364863205 0.004145109060038699 -0.0064383766334503894 0.00081553423294314625 0.0070089330886017589 0.0062835927518301903 0.0022291678191524826 0.014876768110319972 0.00083437359935487629 0.012266628382106622 0.011551845396080843 0.0026827024319209161
leaf_weight=36 46 21 20 38 20 20 39 20 20 126 385 38 23 40 54 25 42 20 23 41 20 27 315 1495 27 25 20 24 26 45
leaf_count=36 46 21 20 38 20 20 39 20 20 126 385 38 23 40 54 25 42 20 23 41 20 27 315 1495 27 25 20 24 26 45
internal_value=0 0.00599079 0.00471233 0.00637887 0.00646576 0.0049345 0.00134899 0.00640099 0.00227024 0.00530563 0.00509141 0.00333073 0.00215632 0.00161074 0.00115578 0.000506617 0.00127411 0.00223295 0.00577867 0.000907154 -0.000886849 0.00648198 0.0073499 0.00618659 0.00699601 0.00727888 0.00683714 0.00712996 0.00681058 0.00646815
internal_weight=0 2787 649 2138 2100 629 59 2080 40 570 549 164 334 288 265 225 200 158 43 115 74 2040 518 1522 482 455 430 410 386 360
internal_count=3121 2787 649 2138 2100 629 59 2080 40 570 549 164 334 288 265 225 200 158 43 115 74 2040 518 1522 482 455 430 410 386 360
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=31
num_cat=0
split_feature=2 1 15 1348 483 12 2 40 151 155 0 14 52 4 2 96 160 392 15 11 48 4 3 51 13 3 0 0 13 43
split_gain=0.361896 0.168942 0.104898 0.0963546 0.0696543 0.0641431 0.194135 0.07398 0.0639737 0.0628183 0.0622268 0.0606215 0.0585458 0.0582149 0.0552558 0.0562468 0.0560036 0.0551758 0.0551787 0.144839 0.0913577 0.131903 0.0997843 0.0773658 0.111118 0.076116 0.0807752 0.129751 0.0901923 0.111372
threshold=0.13404500000000005 0.096325000000000008 -0.083359999999999976 1.0000000180025095e-35 0.13027000000000002 -0.42850999999999995 0.31358000000000003 0.0064400000000000004 0.084990000000000024 0.12016500000000001 -0.085384999999999975 -1.0000000180025095e-35 -0.066844999999999988 0.50500500000000004 0.097070000000000004 0.086715000000000014 -0.04016999999999999 0.091685000000000003 -0.11033999999999998 0.085875000000000021 0.093265000000000015 -0.49013999999999996 -0.10217499999999997 0.11794000000000002 -0.0021749999999999994 0.090900000000000009 -0.14832499999999996 -0.11437499999999999 0.0049450000000000006 -0.24021999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 8 9 -2 7 10 -4 17 -7 12 -3 -12 15 16 -13 18 -1 20 21 22 -20 24 -22 26 -23 -28 -29 -30
right_child=5 2 3 -5 -6 6 -8 -9 -10 -11 13 14 -14 -15 -16 -17 -18 -19 19 -21 23 25 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0073697460842028746 0.0067323672724887741 0.0021623510333787029 0.0052234986744880193 -0.0002315848555055357 0.011639104248024524 -0.00039361292313385224 -0.0069642998960002186 -0.0036618794004122414 0.010684274819315128 0.00013201544992625714 0.0052014702725996778 0.0083899647351548378 0.0082232578287777646 0.00042798649002280499 0.00019684020876840531 -0.0012361791159491986 0.0030055642146805325 0.010634047870078813 0.016021881587803363 -0.0029126699286280201 0.0036520741440412802 0.009013099639236721 0.0076643092674203222 0.0080425519007258119 -0.0049027612517503179 0.0016556584526428043 -0.00092513711812595523 0.0060039170832309804 0.0072077599877957256 0.0022629717326894099
leaf_weight=183 20 30 319 31 20 49 28 21 23 20 88 24 34 36 106 24 99 23 20 20 49 72 50 20 22 47 30 1400 66 147
leaf_count=183 20 30 319 31 20 49 28 21 23 20 88 24 34 36 106 24 99 23 20 20 49 72 50 20 22 47 30 1400 66 147
internal_value=0 0.00533459 0.00397018 0.00510685 0.00576467 0.00130825 0.000819595 0.00194304 0.00559074 0.00571051 0.00262341 0.00263271 0.00538221 0.00381562 0.00193718 0.00319212 0.00405618 0.00576242 0.00570972 0.00555337 0.00564142 0.00579504 0.0100522 0.00254881 0.00100128 0.00562591 0.00573472 0.00559105 0.00571225 0.00379516
internal_weight=0 2879 690 373 2189 242 222 194 342 2169 173 317 64 124 253 147 123 2149 2126 1943 1923 1832 70 91 71 1762 1715 1643 1613 213
internal_count=3121 2879 690 373 2189 242 222 194 342 2169 173 317 64 124 253 147 123 2149 2126 1943 1923 1832 70 91 71 1762 1715 1643 1613 213
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 4 2 1 1 52 1 0 16 16 159 42 3 2 52 12 131 14 2 49 12 4
split_gain=35.0688 5.9915 3.2122 2.52336 1.88486 1.62853 1.51182 1.06297 1.01424 0.81796 0.771685 0.755648 0.535487 0.498477 0.469354 0.473379 0.403021 0.460571 0.52677 0.503343 0.384219 0.380992 0.370526 0.315146 0.310587 0.331031 0.298228 0.464873 0.285003 0.278544
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.40473500000000007 0.089775000000000008 0.077845000000000011 0.15022500000000003 -0.56176499999999996 0.089770000000000016 0.18019500000000002 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 0.086555000000000007 -0.071799999999999989 0.097845000000000015 -0.024714999999999997 0.11472500000000001 0.096070000000000016 -0.42214499999999994 0.11144000000000001 -0.007794999999999999 -0.088589999999999988 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 8 12 10 -6 16 -5 23 -12 15 29 20 18 -18 -19 -1 -16 -3 24 25 -4 -24 -28 -27 -15
right_child=1 2 7 11 9 -7 -8 -9 -10 -11 13 -13 -14 14 21 -17 17 19 -20 -21 -22 -23 26 -25 -26 28 27 -29 -30 -31
leaf_value=0.0012438050152843143 0.0011941629839663165 0.00055646332685572563 0.00061629173875439396 0.0011326392522963489 0.0010690103747714637 0.0008306928379217686 0.001453804540561806 0.00076341195635114582 0.00076688568302016845 0.00068961344706454202 0.0013500180233030411 0.00074907775877279634 0.00023239373871687932 0.0011783079597701062 0.000769747562789043 0.00084938641783653516 0.0011198056066960068 0.0013218708935321545 0.00073317474375168476 0.0010285990548062427 0.0011215247719123609 0.0010864591014151479 0.00083056387655875265 0.00068198751891249251 0.00064990933637554737 0.00053311905775627706 0.00039546210119590399 0.0007345233378567344 0.00030509029437025614 0.0010920868902683637
leaf_weight=1055 76 108 22 28 74 48 84 37 22 31 43 67 53 536 23 20 42 60 20 36 109 40 50 21 21 27 22 53 96 197
leaf_count=1055 76 108 22 28 74 48 84 37 22 31 43 67 53 536 23 20 42 60 20 36 109 40 50 21 21 27 22 53 96 197
internal_value=0 0.000674778 0.000610594 0.00117538 0.000738878 0.00118813 0.00119563 0.000454059 0.00118579 0.000956998 0.00119001 0.000862127 0.000406367 0.00114426 0.00113341 0.00114701 0.00121974 0.00112682 0.000995086 0.00121189 0.00123235 0.000970834 0.000640584 0.000455675 0.000427045 0.000394768 0.000713265 0.000635065 0.000355145 0.00115514
internal_weight=0 691 615 2430 338 2335 2287 277 2203 105 2181 95 240 859 816 753 1322 158 62 96 1164 63 233 187 166 145 125 75 123 733
internal_count=3121 691 615 2430 338 2335 2287 277 2203 105 2181 95 240 859 816 753 1322 158 62 96 1164 63 233 187 166 145 125 75 123 733
is_linear=0
shrinkage=0.00196078


Tree=4803
num_leaves=31
num_cat=0
split_feature=1 2 124 48 11 11 11 12 132 40 1424 42 13 160 156 1455 160 4 1447 402 4 43 1204 13 16 1212 1 1429 13 1211
split_gain=0.392985 0.121697 0.0952998 0.0737208 0.0735718 0.076312 0.0754677 0.0687953 0.0958205 0.0671988 0.0689706 0.060376 0.0630813 0.074113 0.0563332 0.0561308 0.0788093 0.0781407 0.0806773 0.0982508 0.0858905 0.0778918 0.0658154 0.0817884 0.101684 0.101212 0.0999503 0.0958219 0.11631 0.0941059
threshold=0.12000500000000001 0.10803500000000001 -0.083859999999999976 0.13400000000000004 0.097680000000000017 0.080705000000000013 0.085155000000000022 0.086420000000000011 0.08696000000000001 -0.078554999999999986 1.0000000180025095e-35 -0.0060199999999999993 -0.0093149999999999986 0.08443500000000001 0.086765000000000023 -0.23681499999999997 -0.55323499999999981 -0.082249999999999976 -0.085684999999999997 0.10842 -0.083249999999999977 -0.008069999999999999 -0.08725999999999999 -0.066634999999999986 -0.083134999999999987 0.13613500000000003 0.10124500000000002 0.084770000000000012 -0.051094999999999995 0.11013500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 5 9 -7 8 -3 -4 15 -1 13 -13 -8 -11 -17 18 -18 20 -20 -22 -19 25 -25 29 27 28 -26 -24
right_child=-2 3 4 -5 -6 6 14 -9 -10 10 -12 12 -14 -15 -16 16 17 22 19 -21 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.0073279880750924346 0.0021481857747313554 0.0039440291593398962 0.010259168617761671 -0.0015061909532440561 0.00016763263633038153 0.013477892095189809 0.0042199164691070724 0.0056088433119725785 -0.0029757391398205707 0.0097684020775024045 0.011639341750097546 0.00015880629612967888 -0.0027106031479374711 0.0076712357462383812 0.010882027557289059 0.0011643934464219082 0.012386775211672542 0.011072830428284677 0.0066848178811464518 0.0012262434178652863 0.015925019616261124 0.0076241614762693651 0.0061540229251806642 0.0062622500056685459 -0.00088889684880354364 0.013019669479468749 -0.0016249525084704682 -0.0022606929256157441 0.0053510367881215168 -0.00078619528270792213
leaf_weight=25 334 154 39 21 20 28 30 256 23 39 22 29 23 24 22 34 27 22 426 30 20 26 845 225 34 21 34 22 246 20
leaf_count=25 334 154 39 21 20 28 30 256 23 39 22 29 23 24 22 34 27 22 426 30 20 26 845 225 34 21 34 22 246 20
internal_value=0 0.00577808 0.00606958 0.00428012 0.00620553 0.00626013 0.00929229 0.00456074 0.00304485 0.00614635 0.00606971 0.00306506 0.00166278 0.00356066 0.0070385 0.00601055 0.00593842 0.00601966 0.0070618 0.0067754 0.0071281 0.0112332 0.00564438 0.00556185 0.00461703 0.00616009 0.00351532 0.00409403 0.00459333 0.00599356
internal_weight=0 2787 2333 454 2232 2212 80 433 177 2132 2093 101 76 53 52 2071 2032 1998 529 502 472 46 1469 1447 561 886 336 302 280 865
internal_count=3121 2787 2333 454 2232 2212 80 433 177 2132 2093 101 76 53 52 2071 2032 1998 529 502 472 46 1469 1447 561 886 336 302 280 865
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 39 52 159 4 3 16 483 1446 51 3 4 3 13 42 13 4 0 160 480 133 42 4 42 42 43
split_gain=0.327646 0.123696 0.114642 0.124083 0.0930196 0.0847552 0.0779084 0.0899504 0.0744523 0.0860117 0.249453 0.0839952 0.0887486 0.0748059 0.0734232 0.0730605 0.0719103 0.0910222 0.0703709 0.0720886 0.0690579 0.0663819 0.0670346 0.0646926 0.0635264 0.0833747 0.0732503 0.0737839 0.075501 0.075729
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.081805000000000017 0.10076500000000001 0.039215000000000007 0.10600500000000002 -0.082769999999999982 0.092670000000000016 -0.059624999999999991 0.093265000000000015 0.085640000000000008 -0.20636999999999997 -0.016324999999999996 -0.082349999999999993 0.31370500000000007 -0.47860499999999995 0.088795000000000013 -0.043669999999999994 0.51164000000000009 -0.019414999999999998 -0.54913999999999985 -0.095389999999999989 0.089405000000000012 0.11688500000000002 -0.082109999999999975 0.10571500000000002 -0.16797499999999996 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 16 -8 11 15 -11 12 13 -4 -7 -10 18 -18 19 -2 -21 22 -17 -24 25 26 -25 28 -28 -30
right_child=6 -3 4 -5 -6 14 7 -9 9 10 -12 -13 -14 -15 -16 21 17 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0052627797382661986 0.0088709173677489171 0.001176841639473473 0.012471652445383371 0.0050721589672880684 0.010348966557189431 -0.0024884938932955266 0.0062317097682702861 3.5626221109520311e-06 9.3064760720288318e-05 0.0076435462361381908 -0.0052594397907498591 0.012754410542547704 0.0012780517206660339 0.0062505849826641861 0.0046070906483302162 0.0095111138849274437 0.0016895799315534534 -0.0074448068634956153 -0.00027388061417706229 0.0012726826385843714 0.0072346032946370544 0.00050383773632347586 -0.00033581855241209273 0.011708425703857626 0.0043503948956731828 -0.00065581914794165651 0.011196615861263127 0.011489525649019262 0.0059126398221776271 0.0038261735107752571
leaf_weight=21 20 73 20 26 38 25 78 33 27 31 29 20 35 576 35 39 24 20 89 102 24 28 20 21 439 20 24 22 949 213
leaf_count=21 20 73 20 26 38 25 78 33 27 31 29 20 35 576 35 39 24 20 89 102 24 28 20 21 439 20 24 22 949 213
internal_value=0 0.00523785 0.00534938 0.00045442 0.00543749 0.00536496 0.00213931 0.0043801 0.00545364 0.0051318 0.0014071 0.00637418 0.00617195 0.00645935 0.0016506 0.00525582 0.00124782 -0.00246241 0.0019425 0.00329358 0.00240829 0.00533435 0.00541177 0.00531817 0.00538516 0.00574885 0.00585308 0.00575129 0.00564485 0.00553018
internal_weight=0 2731 2658 47 2611 2573 390 111 2513 1862 60 651 631 596 60 1802 279 44 235 146 126 1775 1747 1708 1688 1249 1229 1208 1186 1162
internal_count=3121 2731 2658 47 2611 2573 390 111 2513 1862 60 651 631 596 60 1802 279 44 235 146 126 1775 1747 1708 1688 1249 1229 1208 1186 1162
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 0 1 0 15 4 2 2 4 12 16 50 43 106 132 3 16 10 157 457 3
split_gain=35.1473 5.90061 3.57052 2.88649 2.41457 1.67193 1.33794 1.21739 1.11541 0.926614 0.874735 0.832211 0.781565 0.728865 0.546965 0.338058 0.335926 0.324263 0.358274 0.262802 0.240097 0.234479 0.231057 0.256692 0.299378 0.231011 0.204869 0.201522 0.18997 0.249028
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.033845000000000007 0.13082500000000002 -0.11173999999999999 0.09253500000000002 -0.079119999999999982 -0.098289999999999975 0.27834500000000006 0.14122000000000004 0.17025000000000004 -0.49013999999999996 0.08401500000000002 -0.10850999999999998 0.083640000000000006 -0.018859999999999998 0.087690000000000004 0.08696000000000001 0.30112000000000005 -0.039889999999999988 -0.38851999999999992 -0.23976499999999998 0.10021000000000001 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 7 -6 8 10 16 13 -5 27 -1 19 22 -4 20 -19 -10 21 -14 23 24 28 -15 -18 -12 29 -3
right_child=1 2 9 11 6 -7 -8 -9 14 -11 12 -13 17 25 -16 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010625569604722361 0.00093627627977430506 0.00042004201592256625 0.00014365581376163741 0.00083278906327535881 0.00082750966478109089 0.00057347541348694818 0.0003849223774453669 0.00117491829212508 0.00090036239141162277 0.00048533724676248747 0.00082280935263754924 0.00044996084580129078 0.0007663944473161417 0.0005487557680251804 0.00052387953458649377 0.00016635284383607774 6.4077749119547173e-05 0.00069512856022448718 0.00089792449204672967 0.00077678340473831488 0.0011869501639035793 0.001003468873151074 0.00018868109926122243 0.00019585373428807596 0.00027359415659416612 0.00079274512812787417 -0.00018877203471679739 0.00099416281095585221 0.00027727130763963159 0.00057982799146640929
leaf_weight=22 76 100 122 34 85 48 38 84 149 26 27 61 20 37 22 30 28 36 481 119 21 81 21 21 42 25 22 1163 20 60
leaf_count=22 76 100 122 34 85 48 38 84 149 26 27 61 20 37 22 30 28 36 481 119 21 81 21 21 42 25 22 1163 20 60
internal_value=0 0.000420846 0.00035715 0.000922011 0.000460099 0.000935642 0.000690775 0.000943243 0.000934409 0.000140333 0.000951588 0.000586973 0.000960573 0.000755939 0.000821092 0.000363592 8.81814e-05 0.00090526 0.000883803 0.00084549 0.000996187 0.000956523 0.000386006 0.000403058 0.000422659 0.000647139 -4.71762e-05 0.000990275 0.000457441 0.000479962
internal_weight=0 691 615 2430 417 2335 123 2287 2203 198 1913 95 1829 84 290 294 172 639 517 268 122 101 264 243 222 62 50 1190 180 160
internal_count=3121 691 615 2430 417 2335 123 2287 2203 198 1913 95 1829 84 290 294 172 639 517 268 122 101 264 243 222 62 50 1190 180 160
is_linear=0
shrinkage=0.00196078


Tree=4806
num_leaves=31
num_cat=0
split_feature=4 2 3 12 394 2 457 14 45 40 42 0 4 0 160 150 4 16 4 149 4 15 49 16 13 48 1447 4 2 4
split_gain=0.358037 0.130517 0.109444 0.0820859 0.0829593 0.0728852 0.068112 0.0654326 0.0673997 0.0637706 0.0606379 0.061574 0.195379 0.135823 0.125316 0.0631187 0.0614616 0.0573605 0.128416 0.121117 0.0821193 0.05558 0.0726901 0.0552735 0.0530765 0.0515362 0.13232 0.0817015 0.0692115 0.0833965
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 -0.010834999999999999 -0.081984999999999988 0.25063000000000007 0.26807500000000006 0.019675000000000002 0.084355000000000013 -0.0036699999999999992 0.11934000000000002 -0.11013499999999998 -0.0016099999999999997 -0.15350499999999997 -0.037174999999999993 -0.091839999999999991 0.08184000000000001 -0.42170999999999997 0.49041500000000005 0.07770500000000001 0.40124500000000002 -0.56368999999999991 0.32042500000000002 -0.079734999999999986 0.073000000000000023 0.090720000000000009 -1.0000000180025095e-35 -0.51843499999999987 0.12669500000000003 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 17 7 8 10 -6 11 12 13 -5 -14 -13 -16 19 -19 20 -2 -22 -23 -12 -9 27 -27 -17 29 -29
right_child=5 -3 -4 6 9 -7 -8 24 -10 -11 23 15 14 -15 16 25 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0096970192023686005 0.0068242057201323885 -0.00084406587464565589 0.0013637687950413526 0.003520540405064821 0.0038627516678169773 -0.0032121680308288582 0.00084418557318193573 0.0097579548148704429 0.010332823893798877 -0.0010781764248085598 0.0061319512024056166 0.011094576151758108 0.0019620747926334544 -0.0072528976100412288 0.01381726743476022 0.010993351909564809 0.0067635693273041392 -0.0065227774553932253 0.0021480903311027612 0.010195713175926359 0.0060550184144328037 -0.00022061976514449089 0.0062045771636933629 0.0013486870175196987 0.0040258643793917841 -0.0034551862068474292 0.0051691308572218812 0.0060573784833084189 0.011470657371153888 0.0037986554470390422
leaf_weight=21 38 33 63 25 166 24 28 70 31 31 40 23 36 22 21 32 30 20 117 24 24 109 21 61 21 20 161 1605 22 182
leaf_count=21 38 33 63 25 166 24 28 70 31 31 40 23 36 22 21 32 30 20 117 24 24 109 21 61 21 20 161 1605 22 182
internal_value=0 0.00540694 0.00548303 0.00558103 0.00372216 0.00212033 0.0057478 0.00580496 0.00570139 0.00308525 0.00563842 0.00574945 0.00367279 -0.00152235 0.00647936 0.00588552 0.00966803 0.00248288 0.00088227 0.00349808 0.00266088 0.00163356 0.000817297 0.00324305 0.00843516 0.00582627 0.00421617 0.00598457 0.00589597 0.00582734
internal_weight=0 2744 2711 2648 218 377 2430 2402 2311 197 2280 2179 134 47 87 2045 51 353 137 216 192 154 130 101 91 2022 181 1841 1809 1787
internal_count=3121 2744 2711 2648 218 377 2430 2402 2311 197 2280 2179 134 47 87 2045 51 353 137 216 192 154 130 101 91 2022 181 1841 1809 1787
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 2 1 4 50 49 1 52 1 2 1 40 475 3 47 52 12 39 3 3 1
split_gain=24.2628 4.03429 2.18223 1.89743 1.34579 1.27908 0.884476 0.876609 0.86195 0.699516 0.595172 0.537239 0.443183 0.33064 0.314046 0.288903 0.281869 0.355622 0.438418 0.274912 0.269122 0.224029 0.264729 0.211017 0.198943 0.196175 0.195772 0.191313 0.246073 0.191047
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.090425000000000019 0.092845000000000025 -0.15289999999999995 0.041865000000000006 -0.054984999999999992 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.10644500000000001 0.13075500000000004 -0.077714999999999992 -0.088274999999999978 0.090900000000000009 0.090280000000000013 -0.16675999999999999 0.096990000000000007 0.096625000000000016 -0.017889999999999996 0.149315 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 9 20 29 10 15 -4 -10 -6 -2 21 -12 25 -19 -5 -3 -1 -23 -16 -11 -18 27 -14 -29 -9
right_child=1 4 11 19 13 -7 -8 8 12 24 16 -13 26 -15 23 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00083334627741542266 0.00064501932394219993 0.00040893145162884458 0.00082710310895732291 0.00055393092602101801 0.00014844753961277548 0.0006204937114852048 0.00058428168094535758 0.00083283888827954033 0.00073269785217502535 0.00095150427162355063 0.0010485348481453086 0.0005285410314627083 0.00028395937550482517 0.0004011285993120272 0.00098288066591284851 0.00090510437265783851 0.00092787213977622201 0.00064751937967952962 0.00099525741794530081 0.00030562610165147546 0.00019867139861133752 0.0009901428370418428 0.00081681411723796729 0.00081745699637039335 0.0011751351621266044 0.00085988154408537349 0.00028034828980666362 0.00054986679735364631 0.00035158128224584568 0.00058997341778640653
leaf_weight=39 23 44 37 60 85 48 26 33 20 20 46 62 21 26 56 245 453 46 20 24 50 1057 35 63 65 255 30 77 35 20
leaf_count=39 23 44 37 60 85 48 26 33 20 20 46 62 21 26 56 245 453 46 20 24 50 1057 35 63 65 255 30 77 35 20
internal_value=0 0.000503564 0.000925306 0.000716582 0.000394398 0.000937295 0.000943886 0.000457219 0.000520999 0.000947985 0.00094123 0.000640125 0.000457228 0.000207634 0.000854764 0.000966149 0.000899414 0.000890552 0.000752895 0.000482987 0.000297091 0.000979372 0.000984587 0.000895303 0.00112252 0.000903384 0.000423428 0.000455701 0.000487903 0.000741192
internal_weight=0 667 2454 226 441 2355 2307 330 236 2281 2196 99 183 111 142 1376 820 774 66 84 94 1131 1092 119 85 708 163 133 112 53
internal_count=3121 667 2454 226 441 2355 2307 330 236 2281 2196 99 183 111 142 1376 820 774 66 84 94 1131 1092 119 85 708 163 133 112 53
is_linear=0
shrinkage=0.00196078


Tree=4808
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 14 43 15 16 4 15 2 2 34 2 97 12 1 16 52 149 160 49 51 15 43 474 474 472 12 456
split_gain=0.378761 0.115513 0.0905072 0.105973 0.0934934 0.0896711 0.0633275 0.0618612 0.0842063 0.0786138 0.110599 0.0647243 0.059888 0.094678 0.0842593 0.0720067 0.0913643 0.0536589 0.109212 0.0886617 0.0852866 0.0740901 0.0735842 0.0865504 0.0838532 0.0859618 0.0933857 0.0823712 0.0816901 0.0816231
threshold=0.11866500000000001 0.051320000000000005 -1.0000000180025095e-35 -0.27302499999999996 0.081185000000000021 -0.085154999999999995 0.013270000000000002 0.15273500000000004 -0.0047449999999999992 -1.0000000180025095e-35 0.099185000000000009 0.086100000000000024 -0.038779999999999995 0.13404500000000005 -0.079444999999999988 -0.42850999999999995 0.15799000000000005 -0.0073349999999999986 -0.10925999999999998 0.079625000000000015 -0.44404499999999997 0.12497000000000001 -0.22258499999999998 -0.088429999999999995 0.057265000000000003 0.085500000000000007 0.032465000000000008 -0.080624999999999988 0.088365000000000013 0.041000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 7 8 9 10 -5 -10 14 -14 -2 -15 -17 18 -3 20 -19 22 -22 -24 25 26 28 -27 -25 -29
right_child=12 17 3 4 -6 -7 -8 -9 11 -11 -12 -13 13 15 -16 16 -18 19 -20 -21 21 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=-0.0042257261341032779 0.0031166565848425743 0.010777701095988353 -0.0022018309948699816 0.0074624341962909379 0.010887656296388461 0.0035099797895676351 0.0087484256467885435 0.0069407566719652189 0.0087166268084394299 -0.0021594386648487399 0.00015331284957937897 0.0041854763865499202 0.0045175159846911669 0.0066349931247532377 -0.0057390293773179031 0.0012108191281609516 -0.0060456613451242451 -0.00088246140755169711 0.0060697025063849806 0.01172786146402359 0.0081292561295494021 0.001448746691743026 0.0016192246937694458 0.007361464377762964 0.011036119657532815 0.0036622894449262985 -0.0021069446517902267 0.013631399855788413 0.0036962584752617128 0.0068281400979806981
leaf_weight=23 21 51 21 37 26 43 36 77 38 37 47 185 138 20 22 131 20 24 1454 20 90 49 65 87 26 36 21 29 202 45
leaf_count=23 21 51 21 37 26 43 36 77 38 37 47 185 138 20 22 131 20 24 1454 20 90 49 65 87 26 36 21 29 202 45
internal_value=0 0.00556496 0.00429635 0.00475235 0.0050547 0.000814203 0.00472285 0.00437862 0.00380512 0.00168113 0.00337281 0.0049576 0.00208242 0.002569 -0.00141416 0.000996514 0.000249696 0.0058938 0.00622924 0.00516636 0.00497166 0.00518781 0.00549266 0.00502829 0.00552512 0.00518396 0.00433176 0.00758563 0.00479962 0.00949428
internal_weight=0 2769 570 504 483 66 457 421 344 121 84 223 352 309 43 171 151 2199 1505 694 674 650 601 511 446 420 310 110 289 74
internal_count=3121 2769 570 504 483 66 457 421 344 121 84 223 352 309 43 171 151 2199 1505 694 674 650 601 511 446 420 310 110 289 74
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 4 0 49 2 4 1 1 4 4 2 0 4 15 47 0 2 13 16 14 48
split_gain=74.8403 11.3938 7.57152 6.45463 4.14061 3.30864 2.23287 1.90656 1.87424 1.57227 1.52626 1.27205 1.52978 1.22284 1.09528 1.13718 1.03039 0.701948 0.655078 0.563446 0.558481 0.566892 0.616516 0.490322 0.458648 0.375777 0.337273 0.331056 0.419126 0.513369
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.093320000000000014 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.40473500000000007 -0.10474999999999998 0.0065400000000000015 0.17025000000000004 -0.013125 0.093100000000000002 0.083345000000000016 0.0061450000000000003 0.40945500000000007 0.087995000000000004 -0.076579999999999995 -0.49013999999999996 0.085550000000000015 0.090100000000000013 0.14486500000000005 0.13754500000000003 -1.0000000180025095e-35 -0.29154999999999992 -0.46166999999999997 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 13 11 14 -5 -6 12 16 18 24 -16 -1 20 25 -18 -13 -22 -23 27 -7 -4 -20 -3 -29 -30
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 17 -14 -15 15 -17 19 -19 26 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0015232932136434061 0.0015020494304388114 0.00082135436043373185 0.00075982039941489832 0.0013586166915252821 0.0013752061835608737 0.0015436417240073815 0.00091669970356366218 0.0019097642270284824 0.0010160667662313257 0.00083541432775295003 0.00084771543936012616 0.001612165852897157 0.0017848202536086073 0.00011367584889660538 0.0014054758284099166 0.0010346377326260789 0.0012655916297098131 0.0014050812001142026 0.00032049801765896257 0.00088241443921830136 0.0017050389536455565 0.0012226440381627899 0.0015142575451923537 0.00096101716683155995 0.0013010980628886822 0.00043530988972237096 0.00055205802782438691 0.00088024424279437344 0.00038578121582794858 0.00068302095354898424
leaf_weight=37 74 61 34 34 71 327 34 66 41 63 30 1182 28 52 272 36 36 78 99 25 40 37 113 33 33 23 32 24 32 74
leaf_count=37 74 61 34 34 71 327 34 66 41 63 30 1182 28 52 272 36 36 78 99 25 40 37 113 33 33 23 32 24 32 74
internal_value=0 0.000776186 0.000686514 0.00151448 0.000888928 0.00153493 0.000446424 0.00158327 0.00142299 0.0010188 0.00121853 0.0015696 0.00138062 0.000379801 0.00144797 0.00136213 0.00126514 0.00158602 0.000453411 0.00110855 0.00159631 0.00149763 0.00144233 0.000740315 0.00152141 0.000628878 0.000377062 0.000702183 0.000646265 0.000593288
internal_weight=0 673 599 2448 325 2351 274 1642 709 97 101 1576 126 240 668 308 98 1450 188 61 1372 190 150 224 360 57 131 191 130 106
internal_count=3121 673 599 2448 325 2351 274 1642 709 97 101 1576 126 240 668 308 98 1450 188 61 1372 190 150 224 360 57 131 191 130 106
is_linear=0
shrinkage=0.00196078


Tree=4810
num_leaves=31
num_cat=0
split_feature=4 3 1375 52 13 43 475 3 149 48 1456 15 0 48 157 16 52 52 12 16 1375 1444 481 14 0 2 12 16 10 13
split_gain=0.474525 0.154467 0.123965 0.132441 0.117528 0.11462 0.0840996 0.076405 0.0761222 0.074284 0.068705 0.0682987 0.0650262 0.0615442 0.0606176 0.0641143 0.089556 0.0973391 0.0852792 0.0843389 0.0714556 0.0669651 0.0739071 0.0658735 0.0688044 0.062832 0.0747497 0.0603001 0.0591577 0.056651
threshold=0.27287000000000006 -0.065819999999999976 -0.27302499999999996 0.5140450000000002 -1.0000000180025095e-35 0.057265000000000003 -0.068779999999999994 0.63141500000000017 0.07770500000000001 0.091150000000000023 -0.033364999999999992 -0.23060499999999998 -0.10224499999999999 -0.04451999999999999 -0.48214999999999997 -0.0073349999999999986 -0.10925999999999998 -0.068719999999999989 1.0000000180025095e-35 -0.0083599999999999976 0.084145000000000011 -1.0000000180025095e-35 -0.099059999999999995 0.078400000000000011 -0.097274999999999986 0.08839000000000001 0.087830000000000005 -0.44310499999999992 -0.079859999999999987 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 6 -4 8 28 -8 -6 -1 -7 -12 -13 16 -16 -18 -17 20 23 -20 -23 24 25 26 -19 -27 -2 -26
right_child=7 2 3 -5 10 12 9 -9 -10 -11 13 14 -14 -15 15 18 17 19 21 -21 -22 22 -24 -25 29 27 -28 -29 -30 -31
leaf_value=0.012471743581118064 -0.0018316725821932779 -0.0021268090252609304 -0.0025965802138671282 -0.0019548450466245412 0.011415579380662812 0.012619396829977631 0.004950822618423549 -0.003677588375285268 0.0077759347459370343 0.0012977785950351974 0.011146102800965309 0.010917874998995103 0.0059608632552077658 0.0059239930680507376 0.011029440690489377 -0.00040953682566230947 0.0012214664835482837 0.010826028538522898 0.00023236055858433247 0.013177423108191717 0.0016984995752055611 0.012091240640729667 0.0059090836123275904 0.011879053550700729 0.0073244949565886026 0.0058153181724871199 0.0036289537595885417 -0.00021770417366202014 0.0027129633592533576 0.00518318521150742
leaf_weight=20 32 24 22 25 31 20 183 20 27 80 25 32 55 232 51 22 31 27 20 21 27 20 584 26 951 30 31 37 273 142
leaf_count=20 32 24 22 25 31 20 183 20 27 80 25 32 55 232 51 22 31 27 20 21 27 20 584 26 951 30 31 37 273 142
internal_value=0 0.00622308 0.00493532 0.00518717 0.00546271 0.00425815 0.0033428 0.00232507 0.00268667 0.00383963 0.00696841 0.00665627 0.00773647 0.00643198 0.00659959 0.00653118 0.00691748 0.00675897 0.00570955 0.00689184 0.00678798 0.00592528 0.00611379 0.00689845 0.00679213 0.00456964 0.00697932 0.00248365 0.00223615 0.0070463
internal_weight=0 2769 697 673 648 360 285 352 332 263 288 2072 75 257 2052 2020 1374 1323 646 1292 1271 624 604 1244 1218 125 58 67 305 1093
internal_count=3121 2769 697 673 648 360 285 352 332 263 288 2072 75 257 2052 2020 1374 1323 646 1292 1271 624 604 1244 1218 125 58 67 305 1093
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 44 157 151 51 2 457 51 1 34 4 2 457 148 4 0 41 15 2 2 152 484 484 49 51 1456
split_gain=0.398203 0.112489 0.0930419 0.0755657 0.0984242 0.0851613 0.101362 0.0914514 0.103195 0.106574 0.0720499 0.0596491 0.0762462 0.0574092 0.0561393 0.0545771 0.0532749 0.0506365 0.0500404 0.0502361 0.0715347 0.0552409 0.0718272 0.0674155 0.058165 0.0479405 0.108059 0.128623 0.13785 0.108604
threshold=0.11866500000000001 0.078300000000000008 0.14530500000000005 -0.0091949999999999983 -0.059649999999999988 1.0000000180025095e-35 -0.078969999999999985 0.095500000000000015 0.090560000000000015 0.085855000000000015 -0.0029299999999999994 -0.40274499999999996 0.16773500000000005 -1.0000000180025095e-35 -0.034939999999999992 -0.080614999999999978 0.084740000000000024 -0.063899999999999985 0.40124500000000002 -0.14920999999999998 0.079395000000000007 0.13592500000000005 0.12992500000000004 0.121465 0.083250000000000018 0.087020000000000014 0.062030000000000009 0.085970000000000005 -0.085039999999999991 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -5 6 -6 8 9 -8 -11 -2 14 -1 -13 -3 -16 -12 19 20 -17 22 23 24 25 26 29 28 -28 -21
right_child=11 15 -4 4 5 -7 7 -9 -10 10 17 12 -14 -15 16 18 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0035106002354150408 0.0068494260398438206 0.010171840896364302 -0.0023323973827064038 0.0073780302185901363 -0.0022727143968670413 0.0092845134064555163 0.011300221787366484 -0.0019670322968315967 -0.00010678208230896609 9.9291592570287844e-06 0.0098444820584162422 0.0053047692403197294 -0.0041446075164934711 -0.0025261489633956681 0.0019275284809189856 0.011856823411741943 -0.0034435077139642091 0.0048244662175054584 0.0014290918707847596 -0.0011465204312809789 0.0044952366131341976 0.0023032778208035717 0.011608111593787643 0.00080400186550552743 0.0005636269343085587 0.0075940925397613287 -0.0066081310495395553 0.0080589752572660274 0.0036110415772506684 0.0060892341935118045
leaf_weight=50 24 30 20 133 26 30 28 22 38 28 23 46 21 23 241 33 20 159 25 21 22 43 22 26 20 169 22 26 33 1697
leaf_count=50 24 30 20 133 26 30 28 22 38 28 23 46 21 23 241 33 20 159 25 21 22 43 22 26 20 169 22 26 33 1697
internal_value=0 0.00560783 0.0043696 0.00460896 0.0050587 0.00418732 0.00371535 0.0042378 0.00473239 0.00550503 0.00473234 0.00203703 0.0016849 0.00160861 0.00208366 0.00593592 0.00151595 0.00545886 0.00587706 0.00592917 0.00891219 0.00585025 0.00592516 0.00586308 0.00592925 0.00598378 0.0058325 0.0022632 -0.000476627 0.00600079
internal_weight=0 2769 580 560 487 354 324 298 276 238 210 352 328 73 307 2189 261 182 2159 2134 55 2079 2036 2014 1988 1968 1799 81 55 1718
internal_count=3121 2769 580 560 487 354 324 298 276 238 210 352 328 73 307 2189 261 182 2159 2134 55 2079 2036 2014 1988 1968 1799 81 55 1718
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 14 0 0 4 1 15 16 4 52 4 15 474 1 49 40 50 43 1 42 157 16
split_gain=22.8139 3.69053 1.89819 1.56356 1.30559 1.20214 0.962756 0.677848 0.654931 0.539854 0.63212 0.580896 0.50636 0.504887 0.487304 0.478077 0.426188 0.363063 0.307688 0.442733 0.407283 0.364266 0.298462 0.285273 0.282076 0.347633 0.280847 0.245002 0.240615 0.230567
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.042705000000000007 0.14285500000000004 -1.0000000180025095e-35 0.13913500000000004 0.10613000000000002 0.062655000000000016 -0.11173999999999999 -0.079119999999999982 0.40124500000000002 0.077845000000000011 -0.098289999999999975 -0.44310499999999992 -0.15289999999999995 -0.52606999999999993 -0.49013999999999996 0.050935000000000008 0.090685000000000016 0.080270000000000022 -0.054984999999999992 -0.077714999999999992 0.083640000000000006 -0.018859999999999998 0.16175000000000003 0.08511500000000001 -0.23976499999999998 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 7 6 23 9 -8 10 14 28 15 -4 -1 -6 -10 -2 24 20 21 27 -19 -3 25 -13 -7 -20 -12 -16
right_child=1 5 13 -5 12 26 8 -9 16 -11 11 18 -14 -15 29 -17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010167067010559924 0.00097621478653367227 0.00039889622253902034 0.00086255609488286892 0.0004882888500835228 0.0009493968901337224 0.00026331355701929087 0.00071033833509147771 0.00057607952140125579 0.00073294942577679944 0.0010977199373706217 0.00078270927385393912 0.00070530381565000501 0.00054456514300279374 0.00055164478369956348 0.00057874448324993417 0.00077569256379955774 0.00042966709410733413 0.00055294524109552776 0.00072117185272297269 0.00091600624705675691 0.00094734931738308292 0.00054852671346969101 0.00081629609120677249 0.00018241886677695257 0.001186955951842941 0.0009919906007778759 1.1490811711224188e-05 0.00090538279644871821 0.00096994485238045011 0.00082249964686001052
leaf_weight=22 43 44 28 84 85 90 53 20 20 79 27 20 27 71 37 215 163 21 70 329 52 29 78 50 21 87 21 46 1164 25
leaf_count=22 43 44 28 84 85 90 53 20 20 79 27 20 27 71 37 215 163 21 70 329 52 29 78 50 21 87 21 46 1164 25
internal_value=0 0.000496598 0.000905554 0.000700338 0.000916735 0.000392187 0.000451561 0.000935273 0.000518401 0.000938851 0.000932345 0.000939918 0.000801761 0.000639579 0.000765995 0.000824909 0.000462813 0.000825776 0.000892967 0.000871987 0.000798472 0.000745082 0.000760434 0.000283749 0.000979182 0.000938404 0.000215671 0.000794221 0.0009657 0.000677033
internal_weight=0 667 2454 226 2355 441 330 2028 236 2008 1929 1845 327 99 84 300 183 142 654 526 197 145 99 94 128 107 111 116 1191 62
internal_count=3121 667 2454 226 2355 441 330 2028 236 2008 1929 1845 327 99 84 300 183 142 654 526 197 145 99 94 128 107 111 116 1191 62
is_linear=0
shrinkage=0.00196078


Tree=4813
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 96 48 50 132 0 43 2 2 0 4 2 133 151 42 13 12 40 2 1208 131 13 2 50 50 402
split_gain=0.40861 0.153654 0.128531 0.111729 0.126886 0.0980054 0.0789022 0.0803265 0.097541 0.0736255 0.0988251 0.196591 0.0828791 0.134894 0.0805241 0.0788834 0.078327 0.0732411 0.0777866 0.0987924 0.0693482 0.0739015 0.0684608 0.0671293 0.0745614 0.0997646 0.0730527 0.0741096 0.0813802 0.076124
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 -0.39840999999999999 0.087655000000000025 -0.088719999999999979 0.082190000000000013 -0.013219999999999997 -0.074479999999999977 -0.084004999999999982 0.087245000000000003 0.097070000000000004 0.034820000000000011 -0.52556499999999995 0.10803500000000001 0.089405000000000012 0.009020000000000002 0.089165000000000008 -0.084034999999999985 -0.12529499999999996 0.051255000000000002 0.12669500000000003 0.10480500000000002 0.10954500000000002 -0.010384999999999998 0.097845000000000015 0.10883000000000001 0.10583000000000002 -0.24216999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 5 4 -4 6 -3 8 -8 15 11 -11 -13 16 -12 17 -14 23 19 -19 -10 22 -22 24 26 -26 27 28 29 -1
right_child=1 2 3 -5 -6 -7 7 -9 20 10 14 12 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00046509727613911741 0.0068020649982872038 0.010077568395063283 0.0090465501695871347 -0.0049600809602247135 0.00034920685217142681 -0.0023698761539820297 -0.0031770327128469947 0.0064971232435498171 0.0083188919816166162 -0.0065516759362071759 0.01180284254341608 0.0087077838609305527 0.0081570240771256849 -0.004306086456580531 0.0054279750806504688 0.0021239370191578079 0.00022613845299929381 0.0059627875286553597 0.0081360077931259944 -0.0033410252556204801 0.003144469292640794 -0.002209210119326599 0.0082723936465169713 0.00083709561731666333 0.013358231859379694 0.0063995135756623415 0.0091348602307132539 0.0039999230935703961 0.012087452117926799 0.0065359390885782395
leaf_weight=21 122 20 20 31 104 26 23 86 28 20 21 30 33 21 351 43 20 21 22 25 371 24 28 20 38 45 99 125 26 1257
leaf_count=21 122 20 20 31 104 26 23 86 28 20 21 30 33 21 351 43 20 21 22 25 371 24 28 20 38 45 99 125 26 1257
internal_value=0 0.00350746 0.00297928 0.000409587 0.001752 0.00363655 0.0039058 0.00368538 0.00317523 0.00604779 0.00497289 0.00252804 0.00427414 0.00247671 0.00578785 0.00635385 0.00516424 0.0064609 0.00324537 0.000906368 0.00349919 0.00318015 0.00350432 0.00659497 0.00666645 0.00958543 0.00650789 0.0063259 0.00654886 0.00643618
internal_weight=0 883 761 155 124 606 580 560 474 2238 496 124 104 74 372 1742 53 1699 68 46 451 423 399 1631 1611 83 1528 1429 1304 1278
internal_count=3121 883 761 155 124 606 580 560 474 2238 496 124 104 74 372 1742 53 1699 68 46 451 423 399 1631 1611 83 1528 1429 1304 1278
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 47 2 1 1 4 14 52 49 48 1 0 14 15 1 12 3 13 13 12 11 13 0 133
split_gain=33.4635 5.41886 2.88439 2.5759 1.92527 1.6741 1.37932 1.01801 0.988873 0.831482 0.816029 0.670648 0.605288 0.533915 0.421487 0.416549 0.385322 0.332398 0.330772 0.338979 0.311993 0.284775 0.356321 0.322077 0.279687 0.275067 0.415086 0.316856 0.313352 0.247788
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.14122000000000004 0.40124500000000002 0.090100000000000013 0.089775000000000008 0.11669000000000002 0.09253500000000002 0.061775000000000004 0.062655000000000016 0.048770000000000008 -0.054984999999999992 0.11280000000000003 0.091450000000000017 -0.22491999999999998 -0.46166999999999997 1.0000000180025095e-35 0.13075500000000004 -0.010834999999999999 0.11658 -0.0087749999999999981 -0.47860499999999995 0.11734000000000001 1.0000000180025095e-35 -0.10664 -0.077429999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 8 9 12 21 -4 -9 16 24 -2 -13 -1 -10 -11 -20 29 23 -23 -3 -6 26 27 -19 -28 -5
right_child=1 4 10 20 13 -7 -8 11 17 18 -12 15 -14 -15 -16 -17 -18 25 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0011107020620284805 0.00071560340851723186 0.00055353812550428102 0.00096427545256508806 0.00043538844382221047 0.00017124617309600062 0.00066703615958670114 0.00062615677589900954 0.00096800880774995342 0.00082190366377046711 0.00054670415409004602 0.0005893852749943373 0.00077289377179597032 0.0012991756497922234 0.00036457650333367961 0.0010055571835022189 0.00042914890673673373 0.0010191492260504169 0.00084562678310564092 0.00023856274376645969 0.00049882863828565414 0.00033647270075782063 0.00081514051776845713 0.00052436757620425724 0.00024612869629088571 -0.00010694359365266328 0.0008826240040066593 0.0013772187891905826 0.0010317589985603414 0.0010976838631816131 0.00069687092797859538
leaf_weight=1116 23 38 34 22 33 41 27 23 31 23 65 23 59 34 119 33 210 37 97 24 24 26 43 20 24 47 21 708 58 38
leaf_count=1116 23 38 34 22 33 41 27 23 31 23 65 23 59 34 119 33 210 37 97 24 24 26 43 20 24 47 21 708 58 38
internal_value=0 0.000550709 0.001046 0.000797589 0.00042419 0.00105979 0.00106674 0.000490251 0.00107195 0.000433156 0.000718135 0.00068611 0.00110485 0.000170111 0.000958593 0.00057033 0.0010962 0.00102142 0.000331157 0.000290186 0.000525416 0.000548807 0.000633934 0.000447535 5.41136e-05 0.00102852 0.00103685 0.00102251 0.00117199 0.000600994
internal_weight=0 667 2454 226 441 2355 2314 350 2287 271 99 79 1385 91 142 56 1326 902 144 121 84 127 69 58 57 871 824 745 79 60
internal_count=3121 667 2454 226 441 2355 2314 350 2287 271 99 79 1385 91 142 56 1326 902 144 121 84 127 69 58 57 871 824 745 79 60
is_linear=0
shrinkage=0.00196078


Tree=4815
num_leaves=31
num_cat=0
split_feature=4 2 3 12 52 159 15 3 14 16 149 15 13 3 45 40 4 3 48 48 484 43 42 42 13 16 0 2 0 159
split_gain=0.450266 0.154513 0.119368 0.0910474 0.0773685 0.0864433 0.0762247 0.070009 0.0795552 0.102594 0.0840076 0.0789232 0.0729615 0.059454 0.0581998 0.05502 0.0538797 0.100457 0.0788575 0.0928188 0.0616814 0.13024 0.0650606 0.0896929 0.0755037 0.0722486 0.0669899 0.0813898 0.0592425 0.0545745
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 0.039215000000000007 0.10600500000000002 -0.14601999999999996 0.31370500000000007 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 -0.42198999999999992 -0.47860499999999995 -0.0037349999999999996 0.084355000000000013 -0.0067649999999999993 -0.082249999999999976 0.11296500000000002 0.092475000000000016 0.078735000000000013 0.064170000000000019 -0.011244999999999998 0.085730000000000015 0.088795000000000013 -0.017449999999999997 -0.083539999999999989 -0.087414999999999979 0.088475000000000012 -0.019414999999999998 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -6 -1 8 -2 10 -10 -11 -9 15 16 -8 18 28 19 20 22 -22 24 -24 25 -5 -25 -28 29 -18
right_child=4 -3 -4 14 5 -7 13 12 9 11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0099705540663784457 0.0074051827378571041 -0.00081621248444372968 0.0018001482763793321 0.0079445148957893261 0.0068113781025658689 0.00051044735380194404 0.0036411199327134949 0.0014424117689486593 0.0020088250067567936 -0.0054156808392895814 0.009064480108718272 0.0013066609227098524 -0.0067356907855719329 0.0070400532670091935 0.010652823834830235 -0.0011693469648889731 0.0073186980877627001 -5.6053830000261466e-05 0.0022028434152161938 0.013390747723557675 -0.0018337400103716748 0.0084967098100325808 0.013792163319200934 0.01144694100487335 0.0072756607317726362 0.00028279483085498215 0.001389785334467888 0.009542599206179149 0.00093628121539950375 0.0058790438117392423
leaf_weight=21 25 33 64 20 64 33 132 24 108 31 20 40 20 41 31 29 327 27 32 24 23 26 34 29 408 32 25 24 22 1352
leaf_count=21 25 33 64 20 64 33 132 24 108 31 20 40 20 41 31 29 327 27 32 24 23 26 34 29 408 32 25 24 22 1352
internal_value=0 0.00598538 0.0060678 0.00617052 0.00224775 0.00466776 0.0042365 0.00137185 0.00208818 0.00142022 0.00311127 -0.00162845 -0.00227491 0.00364039 0.00634757 0.00277464 0.00629208 0.00599581 0.00704827 0.00728866 0.00705283 0.00364772 0.00734453 0.00950591 0.00681828 0.00322961 0.00763754 0.005383 0.00609188 0.00615943
internal_weight=0 2756 2723 2659 365 97 223 268 224 199 128 71 44 202 2436 161 2405 1728 677 645 621 49 572 112 460 52 78 49 1701 1679
internal_count=3121 2756 2723 2659 365 97 223 268 224 199 128 71 44 202 2436 161 2405 1728 677 645 621 49 572 112 460 52 78 49 1701 1679
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 12 2 2 2 4 4 2 11 0 11 0 12 39 50 49 14 40 1 15 4 3 3 43 3 3
split_gain=26.697 3.3874 2.93359 1.82283 1.63609 1.17291 1.15577 0.933449 0.896065 0.683736 0.677404 0.607755 0.541311 0.463805 0.412697 0.394964 0.552943 0.362196 0.346386 0.34573 0.32071 0.297373 0.276721 0.26057 0.320867 0.250847 0.342903 0.277054 0.2395 0.431085
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.091545000000000015 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.16363499999999997 0.11389000000000002 1.0000000180025095e-35 -0.13027499999999997 0.080150000000000013 -0.093039999999999984 0.13597000000000004 0.096625000000000016 0.086295000000000011 -0.012034999999999999 0.062655000000000016 -0.077714999999999992 0.12958500000000003 -0.41942499999999994 0.015030000000000002 -1.0000000180025095e-35 0.11658 -0.079734999999999986 -0.017889999999999996 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 11 12 7 21 22 15 -6 20 13 -4 -14 -7 -17 28 23 -2 -1 -3 -9 -8 -25 27 -27 -12 -10 -30
right_child=1 6 5 -5 10 9 18 8 17 -11 25 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00094622438990725325 0.00065971229955846193 0.00042787969851975933 0.00074751220128727665 0.00049677970038754574 0.00095921954167164404 0.0011489830642831282 0.00031877509164016256 0.00095386933568539678 0.00033648114148427776 0.00083478244079875986 0.00063243292507104954 0.00062978397432296343 0.0013535590227407063 0.0010415368331589958 0.0010803976394966536 0.0009779656855056721 0.00068047041285271737 0.0002908802630732061 0.00046070286348991678 0.00094415731172300466 0.0011962970217387731 0.00020195883454327329 0.00063519333215320808 0.00026005370199594005 -5.8950974079107322e-05 0.00084470080435347292 0.00056012608914060504 0.00037033244821370814 0.0006537898096175658 0.00041455636767280936
leaf_weight=190 20 42 21 74 31 49 29 22 22 154 69 22 37 1160 50 613 25 31 20 92 22 48 20 22 27 41 27 20 73 48
leaf_count=190 20 42 21 74 31 49 29 22 22 154 69 22 37 1160 50 613 25 31 20 92 22 48 20 22 27 41 27 20 73 48
internal_value=0 0.00051662 0.000979785 0.000735583 0.000830552 0.00100965 0.00041581 0.000475161 0.000545066 0.000952867 0.000694343 0.000939985 0.0010473 0.00103631 0.00119657 0.000979338 0.000966308 0.000483019 0.00023049 0.000893364 0.000972175 0.000307389 0.000802119 0.000171461 8.42756e-05 0.000642042 0.000731708 0.000573534 0.000524671 0.000558887
internal_weight=0 590 2531 186 422 2109 404 306 216 841 188 234 1268 1181 87 687 638 174 98 112 212 90 42 78 49 157 68 89 143 121
internal_count=3121 590 2531 186 422 2109 404 306 216 841 188 234 1268 1181 87 687 638 174 98 112 212 90 42 78 49 157 68 89 143 121
is_linear=0
shrinkage=0.00196078


Tree=4817
num_leaves=31
num_cat=0
split_feature=1 12 10 33 15 151 49 2 15 2 15 4 2 3 16 159 12 0 34 48 4 0 1 3 131 42 13 42 42 1427
split_gain=0.460695 0.133483 0.0850595 0.078425 0.0779913 0.0769636 0.0678082 0.0677449 0.0865552 0.0913189 0.16393 0.0649958 0.0631704 0.0625627 0.0763201 0.10242 0.0771866 0.0635622 0.146873 0.0613338 0.0581388 0.0577511 0.169437 0.091129 0.0762839 0.0619528 0.0784901 0.0769797 0.0771471 0.0644627
threshold=0.11910500000000002 0.078300000000000008 -1.0000000180025095e-35 0.083840000000000012 0.013270000000000002 0.015440000000000001 -0.054319999999999993 0.098035000000000011 -0.13578499999999996 0.079055000000000014 -0.077844999999999984 0.40124500000000002 0.14753000000000002 -0.13309499999999996 -0.11118499999999999 0.09599000000000002 -0.081419999999999979 -0.13455999999999999 -0.021334999999999996 0.016865000000000002 0.053180000000000012 -0.092404999999999973 0.088485000000000022 -0.045649999999999989 0.077555000000000027 0.086035000000000014 -0.0057949999999999989 0.085505000000000012 0.085225000000000009 0.080970000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -4 10 -10 12 19 -13 16 -16 17 -15 -19 -2 21 22 24 25 -3 27 -27 28 29 -23
right_child=11 20 4 -5 -6 6 -8 -9 9 -11 -12 13 -14 14 15 -17 -18 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00095386141325838657 0.0068789993394022825 0.0083772739132837153 0.012341936669595864 0.0064470196009746615 0.0086683591699291927 0.0049066814572804353 -0.0027793659712187948 0.0040171639786109247 0.0079585603709953542 0.0072754668542135432 -0.0037293852243844108 0.0056776624098420145 0.00055982722075317403 -0.00082135854754596951 -0.0085521492175757892 0.0014469153580388852 -0.0011152296971854883 -0.00051130487583577638 0.010887223306613472 0.0020672799012255529 0.0051444784322826204 0.0069616070824009384 0.00048749630898237226 -5.966696023408856e-05 0.013872336382046341 0.0060917693300315328 0.00069469654117710895 0.012374211127300645 0.0012380771328816596 0.012216284999158234
leaf_weight=45 69 160 23 21 58 22 24 221 24 120 24 25 44 20 20 21 58 20 26 43 282 857 25 21 30 716 28 27 23 24
leaf_count=45 69 160 23 21 58 22 24 221 24 120 24 25 44 20 20 21 58 20 26 43 282 857 25 21 30 716 28 27 23 24
internal_value=0 0.00612754 0.00478125 0.00140096 0.00521361 0.00477611 0.00089657 0.00520926 0.00658859 0.00580093 0.00211459 0.00225778 0.00377036 0.00101587 0.000309536 -0.00343068 0.00154622 0.00388507 0.00593134 0.00503164 0.00648483 0.00668262 0.00822661 0.00648689 0.00924492 0.00656897 0.00588865 0.00711264 0.00695549 0.00710475
internal_weight=0 2775 582 66 516 458 46 412 191 168 48 346 156 190 165 41 124 66 46 112 2193 1911 215 1696 190 1675 744 931 904 881
internal_count=3121 2775 582 66 516 458 46 412 191 168 48 346 156 190 165 41 124 66 46 112 2193 1911 215 1696 190 1675 744 931 904 881
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 14 4 1 2 150 0 49 1 4 4 0 3 16 4 47 2 3 1 10 40 15 43 157
split_gain=34.7331 5.53131 3.26044 3.17521 1.72296 1.49817 1.64265 1.41757 1.29418 0.912178 0.837079 0.6773 0.616949 0.99723 0.666848 0.660822 0.45433 0.412188 0.401784 0.354212 0.340343 0.33348 0.315094 0.300669 0.285206 0.271164 0.268992 0.303674 0.22927 0.227513
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.13501500000000002 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0082450000000000006 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.10246000000000001 -0.0070899999999999991 0.078345000000000012 0.17025000000000004 -0.0063699999999999989 0.076935000000000017 -0.38124499999999995 -0.0061149999999999998 -0.037864999999999989 -0.080324999999999994 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 7 6 26 12 20 -5 11 24 13 14 -1 16 -14 -18 -19 21 -4 -2 -7 -16 -6 -24 -3 -28 -11 -20
right_child=1 5 8 9 10 22 -8 -9 -10 28 -12 -13 15 -15 23 -17 17 18 29 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001154535919050473 0.00059221888296566709 0.00059906262502658607 0.0012104549475093894 0.001106135024368262 0.0010772899581025282 0.00036448665619154031 0.00038624592970919831 0.0014475860676181969 0.00067211429830457941 0.00076043882615426002 0.00081019514222063272 0.00079046147523307003 0.0014735650833305495 0.0013476072540729914 0.00065185925028487753 0.0010340633962740177 0.0012106416588596248 0.00090415247713400871 0.001298454999923706 0.00090085877799520302 0.0010016082909867937 0.00080483880413926049 0.00026291773822094124 0.00093475326398446544 0.0012079504303354309 -2.4814410500374496e-05 0.00098082348855465466 0.00068265161190936762 0.00051629935391464662 0.0011276420626276618
leaf_weight=48 171 25 66 28 284 58 99 79 32 50 48 28 23 36 20 98 1284 28 35 20 55 34 34 52 83 20 29 24 21 209
leaf_count=48 171 25 66 28 284 58 99 79 32 50 48 28 23 36 20 98 1284 28 35 20 55 34 34 52 83 20 29 24 21 209
internal_value=0 0.000645821 0.00080195 0.00115042 0.00116488 0.000441611 0.000553912 0.00119041 0.00102279 0.000806424 0.0010547 0.00108441 0.00117933 0.00106138 0.000975517 0.0011903 0.0012 0.00119595 0.00112662 0.000651783 0.00111552 0.000627483 0.000264135 0.000856172 0.00110684 0.00015635 0.000766719 0.000845802 0.000688229 0.00115214
internal_weight=0 667 378 2454 2355 289 177 1912 153 99 443 395 1833 156 120 1677 1579 1556 272 225 121 205 112 72 367 54 78 53 71 244
internal_count=3121 667 378 2454 2355 289 177 1912 153 99 443 395 1833 156 120 1677 1579 1556 272 225 121 205 112 72 367 54 78 53 71 244
is_linear=0
shrinkage=0.00196078


Tree=4819
num_leaves=31
num_cat=0
split_feature=1 12 2 1 3 12 34 2 3 47 3 40 4 43 3 13 457 47 13 376 2 159 10 4 12 0 133 150 160 0
split_gain=0.486557 0.140612 0.0837691 0.0934505 0.0681297 0.0860075 0.0658791 0.0743269 0.0645945 0.0611148 0.06024 0.0963038 0.0597444 0.0584638 0.0800955 0.103766 0.0785787 0.0671981 0.0822854 0.0574015 0.0568074 0.0566538 0.0555844 0.0535847 0.0701681 0.051055 0.0659954 0.0499535 0.0599354 0.0498854
threshold=0.11866500000000001 0.078300000000000008 0.14530500000000005 0.093575000000000019 0.30112000000000005 -0.42850999999999995 -0.038779999999999995 0.116525 0.12745000000000004 0.077555000000000013 -0.13927999999999999 -0.063404999999999989 0.053180000000000012 -0.11720999999999999 -1.0000000180025095e-35 -0.0072999999999999992 0.10613500000000002 0.09585500000000001 -1.0000000180025095e-35 0.084545000000000009 1.0000000180025095e-35 0.097885000000000014 0.069930000000000006 0.056795000000000005 0.09857500000000001 -0.053834999999999994 -0.076779999999999987 0.087380000000000013 0.0030550000000000004 -0.092404999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -6 -2 22 10 20 -9 -12 29 -5 15 19 17 18 -16 -15 -1 -7 -8 -14 -25 26 -26 28 -22 -3
right_child=4 12 -4 13 5 21 7 8 -10 -11 11 -13 23 14 16 -17 -18 -19 -20 -21 27 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00094107970595359814 -0.00084637818614613611 0.0084134001363891844 -0.001332040224224329 0.0090630190870301299 0.0042621295899152754 -0.0040991826695279182 0.0076025582290490841 0.0059255548583512958 0.0064798683262309968 0.010275305297691377 0.003064199489966521 -0.0038413523385922113 0.00079003419849196571 0.0023054500919533895 0.0034308007621716356 -0.0023350810189163539 -0.00029341694696441943 0.0012881091795861723 0.0089333602605998381 0.0084915373427793383 0.0059013324361531288 0.0022621851680534231 0.001595196849666536 0.0069491168043234871 0.0062487471615895636 0.0070439936449894535 -0.00095219055826808996 0.0020633403529328378 0.010032475876272658 0.0067963864865391273
leaf_weight=20 33 215 20 22 34 42 67 22 31 40 46 36 23 60 42 41 23 25 77 20 118 21 20 176 20 26 35 22 50 1694
leaf_count=20 33 215 20 22 34 42 67 22 31 40 46 36 23 60 42 41 23 25 77 20 118 21 20 176 20 26 35 22 50 1694
internal_value=0 0.00641161 0.00502722 0.00525434 0.00246449 0.00020879 0.00332254 0.00394224 0.00247335 0.00669283 0.0012791 3.24938e-05 0.00677842 0.00409427 0.00371471 0.00175553 0.00513423 0.00600115 0.00699128 0.00385197 0.00601046 -0.00197873 0.00622156 0.00541431 0.00582816 0.0033925 0.00166633 0.00654408 0.00713084 0.0069785
internal_weight=0 2769 580 560 352 97 255 222 135 250 104 82 2189 310 288 121 167 144 119 80 210 63 87 280 257 81 55 190 168 1909
internal_count=3121 2769 580 560 352 97 255 222 135 250 104 82 2189 310 288 121 167 144 119 80 210 63 87 280 257 81 55 190 168 1909
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 4 49 1 1 1 0 11 0 52 1 4 3 47 1 1 159 2 150
split_gain=48.0473 7.92704 4.15553 3.80622 2.83131 2.51152 1.80541 1.6974 1.34381 1.23302 1.09453 0.827875 0.8059 0.758547 0.526307 0.501646 0.491215 0.436026 0.652811 0.508077 0.455198 0.345303 0.338194 0.385762 0.333395 0.328083 0.324811 0.294843 0.267088 0.241733
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.089775000000000008 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.15289999999999995 -0.054984999999999992 0.14699000000000004 0.090540000000000023 0.13075500000000004 0.18019500000000002 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 0.12958500000000003 0.0052350000000000009 -0.11171999999999999 0.11043500000000002 0.13265500000000002 0.12000500000000001 0.0089800000000000019 0.10188000000000001 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 26 11 21 -4 15 -11 -2 29 -1 -5 18 19 20 -10 -9 23 -21 -15 -14 -3 -25 -20 -6
right_child=1 4 10 16 14 -7 -8 9 17 12 -12 -13 25 24 -16 -17 -18 -19 28 22 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011475741687733483 0.00064279948458875844 0.00036534155286799844 0.00095578392434783599 0.00053884689507433783 0.00025471319303059221 0.00064247715137777178 0.00056066380543984306 0.00088581415376654958 0.0007229206075760569 0.00080017623802026115 0.00051924815175923239 0.0013667952884626215 0.00041868656383110608 0.001103586544192781 -0.0001027580353298002 0.0010493079520741096 0.00020693422909947781 0.00075575559482197552 0.0013469310927123916 0.00085037621938172179 0.0010542858402435185 0.00056112163764077659 0.00098207512063601572 0.0010685397162320347 0.00088479538977730512 0.00016612351440506188 0.00011927764603383375 0.0012133487223975647 0.0011162373800012438 -1.938446567512972e-06
leaf_weight=1081 23 30 34 60 43 48 24 34 37 20 63 59 141 81 47 245 24 20 35 28 28 20 219 422 40 23 66 62 43 21
leaf_count=1081 23 30 34 60 43 48 24 34 37 20 63 59 141 81 47 245 24 20 35 28 28 20 219 422 40 23 66 62 43 21
internal_value=0 0.000478422 0.00106998 0.000775719 0.000326099 0.00108639 0.00109564 0.000416263 0.00110128 0.000505039 0.000672261 0.00113953 0.000428582 0.000969213 5.47958e-05 0.00112942 0.000444015 0.00104201 0.00104856 0.00103179 0.000865663 0.000765558 0.00104656 0.00107414 0.00103126 0.000383266 0.000196173 0.00108709 0.00121975 0.000170499
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 97 1385 184 144 111 1326 84 894 874 796 65 54 731 512 121 164 96 484 78 64
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 97 1385 184 144 111 1326 84 894 874 796 65 54 731 512 121 164 96 484 78 64
is_linear=0
shrinkage=0.00196078


Tree=4821
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 4 2 14 1 3 43 15 0 1 47 49 4 159 150 1 12 1 51 1 4 52 2 0 133
split_gain=18.6786 3.21249 1.45252 1.41125 1.06646 0.975075 0.577348 0.552346 0.544426 0.454336 0.436105 0.472869 0.409672 0.378879 0.573075 0.624071 0.356687 0.347858 0.245108 0.276309 0.244087 0.243546 0.238426 0.237668 0.221265 0.208315 0.207452 0.19902 0.190057 0.164479
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.098630000000000009 0.40945500000000007 0.14960000000000004 0.062655000000000016 0.077845000000000011 0.30112000000000005 -0.013199999999999998 -0.41396999999999995 -0.10474999999999998 0.083135000000000014 0.078875000000000015 -0.054984999999999992 0.0061450000000000003 0.082585000000000006 1.0000000180025095e-35 0.13075500000000004 0.087695000000000009 0.13075500000000004 0.086685000000000012 0.14000500000000002 -0.51843499999999987 -0.56176499999999996 0.11474000000000002 -0.060129999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 18 8 10 26 13 -5 11 -6 22 14 -1 23 -2 21 19 27 29 25 -8 -16 -14 -15 -7 -3 -23 -4
right_child=1 4 20 9 6 7 12 -9 -10 -11 -12 -13 24 17 15 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090159351286822804 0.00056457963592929799 0.00069410145692920609 0.00039370275250305678 0.00082358865886509247 0.00034597988847606616 0.00094083425907940191 0.00046909302615505806 0.00049959116293676485 0.0010401591925602598 0.00052617303411104819 0.00024742320076649206 0.0006456344561684309 0.00020642031031045473 0.0011052355351123045 0.00044543983750111702 0.00094882512237288812 0.0008252278364871559 0.00076846778275078444 0.00036923456917852318 0.00045024566923030745 0.00029584410947707966 0.00087003784866697441 0.00025237536661424964 0.00070188257636295424 -6.0762590815856015e-05 0.00090706235245106078 0.00078137352737985672 0.00046793505032899 0.00072801408768315308 0.00060573746438539458
leaf_weight=73 24 52 22 28 40 34 25 26 76 67 40 41 26 21 33 21 127 102 38 61 24 776 89 24 22 706 405 21 38 39
leaf_count=73 24 52 22 28 40 34 25 26 76 67 40 41 26 21 33 21 127 102 38 61 24 776 89 24 22 706 405 21 38 39
internal_value=0 0.000482751 0.000668387 0.000848099 0.000386466 0.00085763 0.000312459 0.000777277 0.000877611 0.000613832 0.000414935 0.000497657 0.000235919 0.000870725 0.000776731 0.000659872 0.0007838 0.000879363 0.000508231 0.000547648 0.000463359 0.000886703 0.000299901 0.000553416 8.39615e-05 0.000912787 0.000793724 0.00062904 0.000863408 0.000529266
internal_weight=0 691 236 2430 455 2335 283 465 1870 95 121 81 162 1794 151 78 151 1643 172 134 85 1541 114 57 48 727 439 73 814 61
internal_count=3121 691 236 2430 455 2335 283 465 1870 95 121 81 162 1794 151 78 151 1643 172 134 85 1541 114 57 48 727 439 73 814 61
is_linear=0
shrinkage=0.00196078


Tree=4822
num_leaves=31
num_cat=0
split_feature=1 3 4 15 2 4 403 0 49 3 43 1451 49 2 50 0 0 1456 133 1375 475 157 475 159 43 448 16 3 2 1456
split_gain=0.629194 0.183028 0.102439 0.0891441 0.0866995 0.0759403 0.0751368 0.074442 0.0652749 0.0733983 0.0775245 0.0710159 0.0757056 0.0944228 0.0782526 0.0613716 0.0723645 0.059914 0.0947703 0.0956289 0.0787402 0.118587 0.0932956 0.0827238 0.114695 0.0778448 0.114264 0.0852538 0.0652685 0.0666718
threshold=0.10124500000000002 -0.053259999999999995 -0.03898999999999999 -0.0079099999999999986 0.31358000000000003 -0.17966999999999997 -1.0000000180025095e-35 0.22582000000000002 0.11560500000000001 -0.076514999999999986 -0.029804999999999995 0.089825000000000002 0.11136000000000001 0.13404500000000005 -0.23848499999999997 -0.066689999999999985 -0.11013499999999998 0.056265000000000009 0.11269500000000002 0.084315000000000015 -0.088274999999999978 -0.052249999999999991 -0.086279999999999982 0.11389500000000001 -0.077824999999999991 -1.0000000180025095e-35 -0.54656499999999986 0.086245000000000016 0.090310000000000015 -0.16480999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 5 -3 -4 8 11 -10 -11 12 13 14 -1 16 -8 20 19 -19 21 -16 -22 25 -25 -24 -27 28 29 -28
right_child=1 4 3 -5 -6 -7 15 -9 9 10 -12 -13 -14 -15 17 -17 -18 18 -20 -21 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.013697848061010952 0.0090857399673061993 0.0072075685898712639 8.7124570494606391e-05 -0.0011925555322141875 -0.0025829301788829842 0.0029262277915887733 0.0037864464606779317 0.0014231319027021528 0.0077688276725229877 -0.00010882038364393844 0.0069070115618939916 0.012681392951136723 0.013319656471519368 0.001442028157413006 -0.0024534838541876527 0.0046787018964857645 0.010824571331613698 0.010900860637348768 0.0029141823653065202 0.0035394956124946476 0.014138346626645044 0.0069389029911423976 0.0034836640829503866 -0.0022028984945444835 0.0077334001678257035 0.01481252686882561 0.0036752976488060086 0.0044528325614962908 0.0068350079195769855 0.0083089921853764966
leaf_weight=21 87 46 21 21 26 417 21 20 63 36 28 28 23 25 20 86 48 150 21 20 21 41 46 21 26 22 32 84 552 1048
leaf_count=21 87 46 21 21 26 417 21 20 63 36 28 28 23 25 20 86 48 150 21 20 21 41 46 21 26 22 32 84 552 1048
internal_value=0 0.00420872 0.00622785 0.00496573 0.00303605 0.00335159 0.00570053 0.00749799 0.00755018 0.00534579 0.00296061 0.00767738 0.0076129 0.00755185 0.00762373 0.00646105 0.00868253 0.00756311 0.00925192 0.0100348 0.00739449 0.00385943 0.00751092 0.00743491 0.00329378 0.00754401 0.00765148 0.00755967 0.00771958 0.0081717
internal_weight=0 773 284 197 489 463 176 2348 2328 127 64 2201 2173 2150 2125 155 69 2104 191 170 1913 61 1852 1831 47 1784 1738 1716 1632 1080
internal_count=3121 773 284 197 489 463 176 2348 2328 127 64 2201 2173 2150 2125 155 69 2104 191 170 1913 61 1852 1831 47 1784 1738 1716 1632 1080
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=31
num_cat=0
split_feature=1 3 4 124 2 1 42 2 13 14 4 47 16 49 4 3 3 0 15 1 12 12 2 14 47 1 1 1 133 2
split_gain=40.7561 6.81413 2.92785 2.91758 1.95188 1.84691 1.20737 1.14303 0.948966 0.914938 0.785118 0.737513 0.67181 0.633316 0.57302 0.447163 0.433765 0.392859 0.6962 0.368758 0.367208 0.338523 0.328941 0.327041 0.311874 0.308632 0.293153 0.291201 0.284402 0.284014
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.076779999999999987 0.095545000000000005 0.13604000000000002 -0.0060199999999999993 0.14960000000000004 -1.0000000180025095e-35 0.076175000000000007 -0.0096849999999999974 0.13082500000000002 -0.52595999999999987 -0.054984999999999992 0.24564500000000003 -0.14847999999999997 -0.10831999999999999 -0.11173999999999999 -0.10653 0.13075500000000004 0.087695000000000009 0.095935000000000006 0.10060500000000001 -0.42495999999999995 0.090280000000000013 0.15799000000000005 0.12337000000000002 0.083135000000000014 -1.0000000180025095e-35 0.089125000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 6 9 8 -1 12 26 14 -10 23 -6 -2 17 22 -17 18 -5 28 -19 -18 -14 -7 -15 -25 -3 -20 -4 -29
right_child=1 5 19 4 7 11 -8 -9 10 -11 -12 -13 15 24 -16 16 21 20 27 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0011822988428905898 0.00083629234081796368 0.00060762696780528556 0.00057866487912700882 0.0014610035002975328 0.00082575458716722873 0.00054021146805847389 0.00074932913581080745 0.00074960000877624005 0.0010841137804034789 0.0015011191727066575 0.00069190396899905266 0.00071685004820238468 0.0015391425788402557 0.0012949889453985628 0.00095794965179368135 0.00088539121309025727 0.001229883858172484 0.0013153594541883754 0.0012308419013443666 0.00046850399972469197 0.0012550858417050195 0.0011227803689117693 0.0012454971844088054 0.00033955832089882932 0.0010957254275999594 0.00010458354267056847 0.00043837003676412358 0.0011178573136236155 0.00085880053916828798 0.00081594112517355049
leaf_weight=40 23 127 22 22 21 22 65 26 26 70 80 21 20 58 22 21 216 747 26 24 810 239 55 83 63 29 57 25 38 23
leaf_count=40 23 127 22 22 21 22 65 26 26 70 80 21 20 58 22 21 216 747 26 24 810 239 55 83 63 29 57 25 38 23
internal_value=0 0.000689203 0.000964842 0.00123403 0.00124836 0.000547977 0.00091427 0.00115169 0.000640328 0.00128149 0.000788106 0.000375192 0.00116996 0.00113455 0.00127231 0.00118308 0.00116091 0.0012765 0.00115476 0.000673918 0.001284 0.00117363 0.0013238 0.000321649 0.00119124 0.000278717 0.000555194 0.00106372 0.000756084 0.000973189
internal_weight=0 673 228 2448 2343 445 105 598 290 1745 106 155 572 144 1675 551 476 1653 96 84 1557 455 75 134 121 112 184 74 60 48
internal_count=3121 673 228 2448 2343 445 105 598 290 1745 106 155 572 144 1675 551 476 1653 96 84 1557 455 75 134 121 112 184 74 60 48
is_linear=0
shrinkage=0.00196078


Tree=4824
num_leaves=31
num_cat=0
split_feature=1 1 16 12 12 4 160 43 0 16 2 4 2 14 157 13 131 131 43 0 4 2 0 0 43 160 3 0 12 3
split_gain=0.658743 0.173608 0.130982 0.106207 0.110894 0.0967496 0.091691 0.087765 0.0768226 0.104486 0.102631 0.0730197 0.0701312 0.0737855 0.0622366 0.0695213 0.0583411 0.0932543 0.0868476 0.0668072 0.14143 0.116527 0.0798916 0.0738271 0.0913091 0.137806 0.0968821 0.0756063 0.107229 0.0742478
threshold=0.10337500000000001 0.13707500000000003 0.40020000000000006 0.11734000000000001 0.10711000000000002 0.40124500000000002 -0.24498999999999996 0.070450000000000013 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.51164000000000009 0.095545000000000005 0.076975000000000002 -0.42132499999999995 0.054800000000000008 0.090445000000000011 0.089325000000000015 -0.03898999999999999 -0.11173999999999999 1.0000000180025095e-35 0.087675000000000017 -0.18901999999999997 -0.079459999999999989 -0.036954999999999995 -0.071139999999999995 -0.082334999999999978 -0.071924999999999989 0.09141500000000001 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 12 -2 -8 9 -3 11 -10 13 16 -14 -16 17 19 -18 20 22 -22 -1 -21 25 -25 29 28 -26 -27
right_child=1 8 -4 -5 -6 -7 7 -9 10 -11 -12 -13 14 -15 15 -17 18 -19 -20 23 21 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0048461078756695825 0.010922168754041195 0.00051193823552845674 0.0082329226213846817 0.010189971587909706 -0.0028181014865960763 0.001094977870922197 0.0035911094463305358 0.01010105927337215 -0.00012602940103902981 0.010298607363365591 -0.0056252557728439572 0.0060922534097559182 0.012314964814577252 0.011233073942573139 0.0071766232972867178 0.004425594966864752 0.0087690304484341411 0.0011025927029550077 0.01514761931321118 0.0083983288537169618 0.013667794580284793 0.0048297297871405529 -0.0034926744922995565 -0.0019305534483864903 0.00060007357160034389 0.0064797381595632086 0.0021982527180807667 0.011055013794856544 0.0084565330200835186 0.013500825063092635
leaf_weight=27 20 24 107 29 23 22 353 22 69 20 25 26 20 71 473 114 193 21 24 1056 26 35 20 25 23 61 40 61 71 20
leaf_count=27 20 24 107 29 23 22 353 22 69 20 25 26 20 71 473 114 193 21 24 1056 26 35 20 25 23 61 40 61 71 20
internal_value=0 0.00424411 0.00509015 0.00433785 0.00393185 0.00769607 0.00432488 0.00397303 0.00138616 0.00496042 7.5593e-05 0.00157582 0.00775707 0.00807453 0.00682926 0.00664235 0.00794285 0.00771918 0.0094745 0.00781403 0.00542032 0.00859677 0.00129769 0.00800453 0.00662298 0.0048284 0.00622488 0.00831336 0.00653421 0.00821334
internal_weight=0 718 554 447 418 2403 395 375 164 44 120 95 2381 1774 607 587 1703 1486 217 1465 108 61 47 1357 301 146 121 155 94 81
internal_count=3121 718 554 447 418 2403 395 375 164 44 120 95 2381 1774 607 587 1703 1486 217 1465 108 61 47 1357 301 146 121 155 94 81
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=31
num_cat=0
split_feature=1 124 2 48 47 376 33 49 3 49 42 13 3 14 14 123 4 9 132 13 402 0 133 15 43 1420 50 1427 157 16
split_gain=0.550972 0.149813 0.106933 0.0823512 0.0783226 0.0988772 0.0649119 0.0624752 0.0685043 0.0794163 0.0622481 0.0774586 0.0728411 0.0619019 0.0700807 0.0653703 0.0602992 0.0596967 0.0560912 0.110671 0.0537963 0.0599241 0.0691977 0.181141 0.0666933 0.0562563 0.0574405 0.0555888 0.0562592 0.0552985
threshold=0.11866500000000001 -0.076779999999999987 0.10188000000000001 0.13400000000000004 0.085505000000000012 0.081970000000000015 0.082285000000000011 -0.032624999999999994 -0.086049999999999988 -0.087004999999999985 -0.0060199999999999993 -0.0087749999999999981 -0.0025099999999999996 -0.42495999999999995 -0.24175999999999997 0.10274500000000002 0.50996500000000011 0.099965000000000012 0.019705000000000004 -0.013024999999999998 0.085720000000000018 -0.071339999999999987 -0.015164999999999998 0.087685000000000013 -0.025214999999999998 -0.085924999999999987 -0.13200999999999999 0.088585000000000011 -0.24909499999999998 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 7 13 -6 20 8 -4 -10 -1 12 -12 16 -15 17 -2 -16 -9 -20 25 22 24 -24 -22 -3 -27 28 -28 -30
right_child=4 2 3 -5 5 -7 -8 18 9 -11 11 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0067910053648472749 0.0086228275713934148 0.012097112107550771 -0.00079934404840549609 -0.00064581551589071751 0.0062615598094485263 -0.00155324911698699 0.012613004107366911 0.0068106947616519281 0.010036725729056027 0.0029137866476512688 0.0054293929482605247 -0.0028010980480096558 -0.00075729567414292926 -0.0048272658255882565 0.0015594665085107251 0.0066570986328380452 0.001036104301456362 -0.0036641466735790559 0.0089538414814424785 -0.000148654415491311 0.014453224847093224 0.013752859048545361 0.0094824934298438704 -0.002097277752314271 0.0083345413113732822 0.011748225684277714 0.002368494660336653 0.010553816845118164 0.00697712578571989 0.0047725091887092811
leaf_weight=49 22 21 26 20 85 20 22 392 23 49 71 22 26 20 138 21 20 26 22 34 20 20 35 22 163 24 29 39 1517 123
leaf_count=49 22 21 26 20 85 20 22 392 23 49 71 22 26 20 138 21 20 26 22 34 20 20 35 22 163 24 29 39 1517 123
internal_value=0 0.00668547 0.00687241 0.00565661 0.00248518 0.00477302 0.00721056 0.00588747 0.00360038 0.00518917 0.00379126 0.00255608 0.00377111 0.00151262 0.00079606 0.00140399 0.0050101 0.000731333 0.00638777 0.00342733 0.00715151 0.00849384 0.00805559 0.00501311 0.00900325 0.00695242 0.00689005 0.00682178 0.00673457 0.00681178
internal_weight=0 2769 2601 566 352 105 2035 546 98 72 168 119 97 247 205 185 42 164 448 56 2013 260 240 57 183 1753 1732 1708 1669 1640
internal_count=3121 2769 2601 566 352 105 2035 546 98 72 168 119 97 247 205 185 42 164 448 56 2013 260 240 57 183 1753 1732 1708 1669 1640
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 13 39 2 43 10 2 49 3 52 44 147 9 41 41 2 455 1375 132 133 16 156 43 52 51 474
split_gain=0.452341 0.165932 0.127581 0.0917519 0.0803704 0.0933806 0.0821717 0.0660792 0.0623118 0.0882093 0.112271 0.0827701 0.0762997 0.0600257 0.0571888 0.0618803 0.0583892 0.052908 0.0732364 0.0722088 0.0544542 0.0534244 0.0525533 0.0516846 0.0476149 0.0887486 0.15047 0.188109 0.0866696 0.0771577
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.051255000000000002 0.40528500000000006 0.056590000000000008 0.25063000000000007 -0.05647499999999999 0.09820000000000001 0.11474000000000002 -0.045154999999999994 -0.0025099999999999996 -0.068719999999999989 1.0000000180025095e-35 0.090830000000000008 0.081890000000000004 0.083975000000000008 0.07831500000000001 0.095545000000000005 0.08729000000000002 -0.16449999999999998 0.13958500000000004 0.091410000000000005 -0.0073349999999999986 0.086945000000000008 -0.08595499999999999 -0.016949999999999996 -0.047599999999999996 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 14 8 12 10 11 -10 23 -8 15 16 17 18 20 -19 21 -4 24 -2 25 28 -27 -28 -23 -26
right_child=7 -3 4 -5 -6 -7 13 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 29 26 27 -29 -30 -31
leaf_value=-0.0039037020300470649 0.00084659296188357427 0.0013802904964735111 0.0024433648420704741 0.0048404345218191992 0.0012614785302503151 0.011946578295740846 0.0022950980222297157 -0.0028511550277471546 0.0019620546195212576 -0.0027817429049173375 0.0023678172640511693 0.0093803641133730839 -0.0030645303906419795 0.0066621620553707211 0.010172430078427379 0.0020116717429394188 0.010831600768844887 0.0067529363314282487 0.01137455572085134 -0.0015492648351937534 0.010867528087244584 0.00080237201629922953 0.0026400821516290307 0.0068446380388922992 0.005285574144810571 0.002893821489609157 0.0069401739604238958 0.017383917544365808 0.006632641509342333 0.008047312311058449
leaf_weight=21 51 75 36 28 32 29 88 24 21 20 126 53 37 49 39 33 29 22 29 20 26 26 38 20 617 24 35 34 1318 121
leaf_count=21 51 75 36 28 32 29 88 24 21 20 126 53 37 49 39 33 29 22 29 20 26 26 38 20 617 24 35 34 1318 121
internal_value=0 0.0060198 0.00614897 0.00109295 0.00624263 0.00630363 0.0062403 0.00221399 0.00258462 0.00355033 0.00418354 0.00727517 0.00061742 0.00385704 0.00637373 0.00631221 0.00637196 0.00631684 0.00638096 0.00279951 0.0063173 0.0062647 0.00632686 0.00253618 0.00639127 0.00672658 0.0097141 0.0120864 0.00651985 0.00573838
internal_weight=0 2769 2694 49 2645 2613 2584 352 328 220 200 74 108 137 2447 2408 2375 2346 2304 42 2275 2249 2213 71 2175 1437 93 69 1344 738
internal_count=3121 2769 2694 49 2645 2613 2584 352 328 220 200 74 108 137 2447 2408 2375 2346 2304 42 2275 2249 2213 71 2175 1437 93 69 1344 738
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 4 2 1 1 0 1 4 150 15 159 1 0 2 2 50 12 15 4 1 1 16 151 12
split_gain=24.445 3.93993 2.0918 1.95584 1.32378 1.278 0.930491 0.807104 0.683113 0.649384 0.534285 0.492016 0.69612 0.511118 0.442111 0.439633 0.419336 0.339994 0.320583 0.313038 0.393732 0.302881 0.283741 0.267642 0.255117 0.254171 0.226853 0.213876 0.211991 0.206061
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 0.062655000000000016 0.27287000000000006 0.14122000000000004 0.09253500000000002 0.12765500000000005 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 1.0000000180025095e-35 -0.095869999999999983 0.083335000000000006 0.122715 -0.15202999999999997 -1.0000000180025095e-35 0.10613000000000002 0.041865000000000006 0.087765000000000024 -0.41942499999999994 -0.52556499999999995 0.089770000000000016 0.13075500000000004 -0.12029499999999999 -1.0000000180025095e-35 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 11 16 14 -4 -9 12 18 22 29 -14 19 -2 -1 -3 -21 23 24 -6 -13 -26 -5 -20 -25 -7
right_child=1 4 9 26 21 8 -8 10 -10 -11 -12 13 15 -15 -16 -17 -18 -19 27 20 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0011573066415689181 0.00090098376362435044 0.00040779855201433015 0.00086526059263064645 0.0005393677465374174 0.00027986928150611922 0.00092595519284174692 0.0011669781487125355 0.00046503561847831732 0.00060064016308213227 0.00053083289347218162 0.00024118577234095859 0.0012087018438636645 0.00087516617843474466 0.00082203358894034398 0.00063312372093248242 0.00055459728445261868 0.00036524342080833865 0.00066298692921041799 0.00096208782833250592 0.00078123000980007877 0.00054337435315650307 0.00038955531465441454 0.00094299733860318314 0.00017837325622864671 0.00099654039666144021 0.000799114708290021 0.00031380841761121368 0.00071920929367051396 -8.8098050864395116e-05 0.00083327436041055422
leaf_weight=23 113 28 34 60 29 206 79 81 41 65 83 21 29 98 29 38 40 29 46 45 66 23 830 22 702 26 24 20 24 167
leaf_count=23 113 28 34 60 29 206 79 81 41 65 83 21 29 98 29 38 40 29 46 45 66 23 830 22 702 26 24 20 24 167
internal_value=0 0.000501574 0.000924896 0.000712085 0.000393692 0.000936634 0.00095862 0.000451115 0.000841739 0.000645687 0.000351746 0.00094964 0.000844313 0.000959438 0.000866329 0.000693351 0.000542157 0.000852379 0.000957958 0.000593068 0.000639802 0.000192713 0.000967966 0.000132348 0.000995636 0.000989489 0.000474922 0.000888488 3.93447e-05 0.00088446
internal_weight=0 667 2454 226 441 2355 1912 343 443 99 164 1833 156 1677 402 67 179 142 89 139 111 98 1579 75 749 728 84 66 46 373
internal_count=3121 667 2454 226 441 2355 1912 343 443 99 164 1833 156 1677 402 67 179 142 89 139 111 98 1579 75 749 728 84 66 46 373
is_linear=0
shrinkage=0.00196078


Tree=4828
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 4 12 4 2 4 14 1 14 0 12 0 15 4 52 2 3 47 16 40 157 43 2 0
split_gain=28.0715 3.42543 3.00989 2.08709 1.7961 1.05995 1.03736 0.970773 0.958982 0.806176 0.661081 0.591319 0.509241 0.422463 0.361569 0.321784 0.438037 0.316422 0.404629 0.316095 0.313922 0.440919 0.578861 0.295819 0.331428 0.294143 0.245459 0.209614 0.522293 0.191242
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27287000000000006 0.14285500000000004 0.40124500000000002 0.091545000000000015 -0.16363499999999997 0.11389000000000002 0.033845000000000007 0.076175000000000007 0.16175000000000003 0.062655000000000016 -0.10011499999999998 0.13597000000000004 -0.11437499999999999 -0.095244999999999982 -0.0070899999999999991 0.0046550000000000003 0.10402500000000002 -0.0037349999999999996 0.077555000000000013 -0.013024999999999998 -0.065259999999999999 -0.077809999999999976 -0.04890499999999999 0.11177500000000001 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 6 25 19 12 -6 14 15 17 -7 23 -10 -17 18 -4 -5 21 22 -11 24 -1 -3 -26 29 -29 -2
right_child=1 5 8 7 9 13 -8 -9 11 20 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00086498985927628775 0.00035610806934933476 0.00047815765213111744 0.0011027518983314686 0.0011066998733812584 0.0010159441526180425 0.0003364868763154681 0.00029399750239444494 0.00058043588644260088 0.0012302568171914218 0.00060505871893662454 0.00066083668301184124 0.00088995362138449157 0.0012876896887941433 6.1041294724917879e-05 0.0012559037170839396 0.0010256760581275259 0.00076106188577764172 0.0010834889208946542 0.00071783771966240544 0.00087556047507101155 0.00088712404691240689 0.00049938921084537863 0.00095474715201126765 0.0011655986893410776 0.0008616145168031965 0.00075723072386453918 0.0011079215974200006 0.00088505605617521482 0.00054481616408516489 0.00055778085184131376
leaf_weight=78 29 20 21 46 31 149 42 29 28 52 22 154 46 25 22 634 25 1180 21 45 22 55 28 31 21 53 60 22 82 48
leaf_count=78 29 20 21 46 31 149 42 29 28 52 22 154 46 25 22 634 25 1180 21 45 22 55 28 31 21 53 60 22 82 48
internal_value=0 0.000545923 0.00102086 0.000692318 0.000869701 0.000393449 0.000539515 0.000892842 0.00105111 0.000726986 0.00098436 0.000999768 0.00108516 0.000296911 0.00101793 0.00102438 0.00101564 0.00107754 0.000910295 0.0009924 0.000669931 0.000634536 0.00072745 0.000990379 0.000956216 0.000680772 0.00104406 0.000559374 0.00061679 0.000481826
internal_weight=0 590 2531 301 422 289 115 120 2109 188 234 841 1268 174 212 687 659 1222 42 91 157 135 80 190 159 73 81 181 104 77
internal_count=3121 590 2531 301 422 289 115 120 2109 188 234 841 1268 174 212 687 659 1222 42 91 157 135 80 190 159 73 81 181 104 77
is_linear=0
shrinkage=0.00196078


Tree=4829
num_leaves=31
num_cat=0
split_feature=1 12 2 1 51 1 4 2 39 150 474 49 160 3 2 4 4 0 43 133 42 0 0 16 4 4 474 157 1211 0
split_gain=0.571174 0.163878 0.0992635 0.102125 0.0689814 0.0783895 0.0662739 0.0649996 0.0570808 0.0693282 0.0599865 0.0573415 0.0611722 0.055706 0.112392 0.0955979 0.136579 0.0642879 0.0624791 0.134092 0.0909365 0.0846789 0.0692327 0.067258 0.0891817 0.0698184 0.0980649 0.110686 0.0676484 0.0652907
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.093575000000000019 -0.40274499999999996 0.16773500000000005 0.053180000000000012 1.0000000180025095e-35 0.10076500000000001 0.087000000000000008 0.085165000000000018 0.091325000000000003 -0.022194999999999996 -0.13309499999999996 0.082275000000000015 -0.14098499999999997 -0.46376499999999993 -0.10474999999999998 0.062770000000000006 -0.42671999999999993 0.10755000000000002 -0.082084999999999977 -0.094299999999999981 -0.085589999999999986 0.0033150000000000007 -0.0082299999999999995 0.08708500000000001 -0.084639999999999979 0.087635000000000005 -0.087084999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -2 -6 13 -1 9 10 11 12 -9 14 -3 16 -15 -17 23 21 -21 22 -20 28 25 -25 27 -27 29 -19
right_child=4 6 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 15 -16 17 -18 18 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.002333478597458452 0.0077871187002924482 0.01486217039155549 -0.0011931210798634725 0.004465504415318994 0.0025389647147864617 -0.0037880740350201021 0.0058558591456234583 0.0080601277460647363 0.0031013076824213687 0.0033365421527996662 0.0051256245319646872 0.0062772313331472956 0.012921936971923479 0.0077098131251449771 0.0080687899284097708 0.001801818150561303 -0.003133067031878801 0.010214177314709458 0.0082014913702833248 0.0014022949054682007 0.0088811429281209029 0.0053148249360836222 0.015849348539486528 0.0072878346031920883 0.003856912725399632 0.0032966947828930236 0.014983166707679629 0.010373422140920801 0.013299745314218332 0.0071622712529449328
leaf_weight=25 23 29 22 318 290 21 286 43 24 25 33 34 65 26 152 20 21 126 29 72 21 45 20 956 68 31 28 77 33 158
leaf_count=25 23 29 22 318 290 21 286 43 24 25 33 34 65 26 152 20 21 126 29 72 21 45 20 956 68 31 28 77 33 158
internal_value=0 0.00687868 0.00539736 0.00565308 0.00250256 0.00211174 0.00727563 0.00716974 0.0077095 0.00826248 0.00896619 0.00985871 0.0109862 0.007488 0.00915723 0.00731346 0.00286512 0.00743761 0.00750535 0.00578324 0.00309107 0.00844678 0.0113231 0.00772338 0.00737062 0.00758942 0.00970941 0.00834214 0.00901425 0.00851629
internal_weight=0 2787 589 567 334 311 2198 249 224 200 175 142 108 1912 181 1731 47 1684 1664 187 93 94 49 1477 1160 1092 136 108 317 284
internal_count=3121 2787 589 567 334 311 2198 249 224 200 175 142 108 1912 181 1731 47 1684 1664 187 93 94 49 1477 1160 1092 136 108 317 284
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 2 14 2 4 11 1 457 4 2 15 47 1 13 12 3 4 131 3 15 10
split_gain=26.7751 4.53964 2.83169 2.46496 1.47646 1.23191 1.14208 0.915421 0.777011 0.769803 0.701051 0.59578 0.544802 0.513155 0.362846 0.370791 0.518223 0.307273 0.307238 0.230835 0.225072 0.219315 0.215966 0.206096 0.213056 0.194826 0.194783 0.187301 0.151976 0.206448
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 -0.0070899999999999991 0.094835000000000017 -0.059484999999999989 0.10648500000000001 0.086920000000000011 -1.0000000180025095e-35 0.095780000000000018 -0.10831999999999999 0.022185000000000003 0.091440000000000007 0.0068900000000000012 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 20 6 9 18 12 11 17 21 13 -4 15 23 -17 -6 -1 -20 27 -5 -15 24 -11 -25 -2 -3 -14 -30
right_child=1 2 8 5 10 -7 -8 -9 -10 14 -12 -13 28 22 -16 16 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00088521922358380546 0.00088963348083008693 0.00027712624683601971 0.00038881446581845192 0.00087449902826095926 0.0009277100461760377 0.00040311541009362822 0.00049527748089026123 0.00040076057929212171 0.00044422579452628002 0.00067114760517008438 0.00034163205791569126 0.0010577499661959854 0.00011105850214745242 8.2361477986063063e-05 0.00091664000693641025 0.00076156944207515743 0.00038279339707657402 0.00064958902310673929 0.00073821282390809846 0.00047186113887345301 0.00052809970684690411 0.00081942170256176677 0.00028337765777227927 0.000780641408678173 0.00083319408104234492 0.00066412858727027608 0.00066311187165624954 0.00039912828432225915 7.2705326127071003e-05 -0.00016855510926403689
leaf_weight=26 54 118 40 927 21 26 38 69 34 34 24 60 32 86 81 41 21 56 29 22 24 397 27 226 378 73 20 82 25 30
leaf_count=26 54 118 40 927 21 26 38 69 34 34 24 60 32 86 81 41 21 56 29 22 24 397 27 226 378 73 20 82 25 30
internal_value=0 0.000370237 0.000313635 0.000811838 0.000437421 0.000827507 0.000832355 0.000564776 0.000166808 0.000838078 0.000634238 0.000866645 0.000127507 0.000197953 0.000791784 0.000778701 0.000633274 0.00072544 0.000711751 0.000623316 0.000348678 0.000857984 0.000130392 0.000791382 0.000819821 0.000752195 0.000828411 0.000327147 3.61899e-06 -5.88913e-05
internal_weight=0 673 599 2448 325 2302 2276 146 274 2238 101 1384 240 153 854 773 62 77 77 51 224 1324 113 711 412 299 74 200 87 55
internal_count=3121 673 599 2448 325 2302 2276 146 274 2238 101 1384 240 153 854 773 62 77 77 51 224 1324 113 711 412 299 74 200 87 55
is_linear=0
shrinkage=0.00196078


Tree=4831
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 0 15 4 0 4 2 4 0 4 47 15 52 16 0 474 1 15 16 1 15
split_gain=33.7752 5.66318 3.41272 3.24483 2.2269 1.70224 1.13555 1.06518 1.04729 0.928424 0.904741 0.748355 0.744512 0.678928 0.5922 0.583273 0.677748 0.421488 0.505992 0.410194 0.387232 0.415104 0.383838 0.328107 0.314576 0.348721 0.289993 0.279084 0.259506 0.252723
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.033845000000000007 0.09253500000000002 -0.11173999999999999 -0.10469999999999999 0.40473500000000007 -0.079119999999999982 0.27834500000000006 0.14285500000000004 0.27834500000000006 0.18019500000000002 -0.50052499999999989 0.090100000000000013 0.050935000000000008 -0.51296999999999993 -0.11118499999999999 -0.23091999999999999 0.09653500000000001 0.080270000000000022 -0.41942499999999994 0.19444000000000003 0.14754500000000001 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 15 8 10 -5 11 -1 -6 -12 22 16 -4 18 27 23 21 -20 -10 -3 25 -23 -17 -15 -28 -9
right_child=1 2 6 9 12 -7 -8 29 14 -11 13 -13 -14 17 -16 26 -18 -19 20 -21 -22 24 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012836216302479016 0.0011346927129877856 0.00075614370603938725 0.000657542009148213 0.0010254355856446245 0.0010435169797625627 0.00077004176884086105 0.00072573214361200302 0.0014552799192974854 0.0011182998411363406 0.00062108289690123049 0.0011883499871090503 0.00084909307028568698 0.00068155449263134155 0.0014551030742187125 0.00071582197246545132 0.00037871115620356104 0.00035363480666514822 0.00082895604637907999 0.0011508876978391649 0.00079526184873784922 0.0011356225663644377 0.00097670084685797919 0.00096929006952683442 0.0005272629156830175 0.0011369974687208538 0.00071272383448225344 0.00026716359004947456 0.0011947811378398671 1.0087737830448474e-05 0.0012386381673509632
leaf_weight=20 76 28 39 34 74 48 37 47 146 61 1190 64 31 20 22 37 102 20 67 33 326 74 122 172 30 26 36 76 26 37
leaf_count=20 76 28 39 34 74 48 37 47 146 61 1190 64 31 20 22 37 102 20 67 33 326 74 122 172 30 26 36 76 26 37
internal_value=0 0.000629739 0.000567338 0.00112102 0.000699566 0.00113548 0.000405991 0.00114315 0.00113488 0.000765799 0.00115153 0.000952552 0.000936652 0.00116067 0.00102508 0.000356697 0.000437694 0.00110911 0.00111817 0.000592725 0.00109415 0.00102551 0.00105047 0.000559306 0.000960897 0.000908067 0.000241338 0.00124901 0.000159358 0.00135985
internal_weight=0 691 615 2430 338 2335 277 2287 2203 95 1913 84 105 1829 290 240 141 639 619 233 523 197 268 200 130 100 99 96 62 84
internal_count=3121 691 615 2430 338 2335 277 2287 2203 95 1913 84 105 1829 290 240 141 639 619 233 523 197 268 200 130 100 99 96 62 84
is_linear=0
shrinkage=0.00196078


Tree=4832
num_leaves=31
num_cat=0
split_feature=1 3 132 12 12 1 45 16 16 42 0 3 12 51 483 13 49 3 43 44 3 4 43 131 10 132 1212 403 1213 12
split_gain=0.706789 0.20793 0.104729 0.100409 0.129718 0.0985514 0.164899 0.0804747 0.146578 0.0784079 0.0767008 0.0600072 0.0737965 0.0746642 0.0598645 0.0589493 0.0566945 0.0665759 0.0686582 0.0644152 0.0734341 0.115652 0.0667316 0.1007 0.0807736 0.0692149 0.0647827 0.0945855 0.0917119 0.0736634
threshold=0.10124500000000002 -0.049509999999999992 -1.0000000180025095e-35 0.10673000000000001 0.11650500000000001 0.14262000000000002 0.10331000000000001 0.062650000000000025 -0.11676499999999999 0.11159000000000001 0.22582000000000002 -0.24190499999999995 0.085885000000000017 0.10174000000000001 0.086010000000000017 -0.088319999999999996 0.11560500000000001 -0.076514999999999986 -0.029804999999999995 1.0000000180025095e-35 0.092670000000000016 -0.059649999999999988 0.016310000000000002 0.023795 -1.0000000180025095e-35 0.13958500000000004 0.085870000000000016 -0.015394999999999997 0.067955000000000002 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 11 -5 6 9 8 -7 14 16 -4 -13 -14 -3 -16 19 -18 -19 20 22 -22 24 26 -1 -26 28 -28 29 -24
right_child=1 5 3 4 -6 7 -8 -9 -10 -11 -12 12 13 -15 15 -17 17 18 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0034744487813441085 0.00011451966331704804 0.0032648459763540967 0.011918165617798633 -0.00040820024175835509 0.0083308324683457613 0.0016911266718376825 0.012514548744851105 0.0052604355034418411 -0.0081989277111874388 -0.0025292676474366871 0.0017857418426712004 0.0017675550072453917 0.0073229203390710153 0.013918578177690506 0.0032008959422819318 0.010551871010102333 0.0082583285528161233 0.00079043896532514021 0.0073929025708431642 0.013772928311955186 0.0079993422190516687 0.00067697231527691826 0.0046007323481493676 0.013672763818786259 0.0086342501145672702 0.0039390009506860228 0.0054705400831465212 0.012722303373487415 -0.00069629005040042105 0.0080617418705632212
leaf_weight=32 23 305 37 35 33 47 21 24 22 21 20 20 121 20 20 24 63 36 28 20 59 34 122 21 1665 32 35 37 20 124
leaf_count=32 23 305 37 35 33 47 21 24 22 21 20 20 121 20 20 24 63 36 28 20 59 34 122 21 1665 32 35 37 20 124
internal_value=0 0.00446587 0.00658835 0.00714812 0.0038328 0.00319853 0.00389445 0.000272656 -0.00146222 0.00340521 0.00795208 0.00828671 0.00745215 0.00825847 0.00376229 0.00721052 0.00800505 0.00595064 0.00367902 0.0081236 0.00807179 0.00532235 0.00819425 0.0069536 0.00845185 0.00854571 0.00653614 0.00919714 0.00581586 0.00634531
internal_weight=0 773 289 266 68 484 391 93 69 370 2348 198 161 141 349 44 2328 127 64 2201 2181 93 2088 359 1729 1697 338 72 266 246
internal_count=3121 773 289 266 68 484 391 93 69 370 2348 198 161 141 349 44 2328 127 64 2201 2181 93 2088 359 1729 1697 338 72 266 246
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=31
num_cat=0
split_feature=4 3 9 39 1 43 4 3 16 15 13 2 123 12 42 1446 42 42 1447 2 0 0 4 4 49 48 16 14 4 4
split_gain=0.584487 0.194439 0.140859 0.0836883 0.078066 0.078381 0.0745934 0.0960629 0.191017 0.0739408 0.0729837 0.0784254 0.0719218 0.0677896 0.0694844 0.16538 0.156606 0.137598 0.113657 0.064048 0.0640395 0.202682 0.137601 0.0682835 0.0639962 0.0669964 0.0902393 0.102628 0.063849 0.0624456
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.056590000000000008 0.13075500000000004 0.084740000000000024 -0.082249999999999976 0.092670000000000016 -0.008904999999999998 -0.11713499999999999 0.17001000000000002 -1.0000000180025095e-35 0.083855000000000013 0.11650500000000001 0.088465000000000002 0.08393500000000001 0.095405000000000004 0.086135000000000003 -0.085684999999999997 0.094835000000000017 -0.14832499999999996 -0.14001499999999997 0.022185000000000003 0.022185000000000003 -0.046979999999999987 0.12118000000000002 -0.42170999999999997 -0.46413499999999996 -0.52556499999999995 -0.083249999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 6 5 24 13 20 -9 -5 11 -11 -1 14 17 16 -16 18 -4 -13 22 -22 -8 -23 -2 26 -26 -28 -20 -30
right_child=4 -3 3 9 -6 -7 7 8 -10 10 -12 19 -14 -15 15 -17 -18 -19 28 -21 21 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0027289626693042619 -0.00073393243493389019 0.0018454406480692947 0.015711799855343999 0.0099044488384746592 0.00082335456410139211 0.0097729297075420628 0.0062385599265193069 0.0071339853544328509 -0.0037256766115315262 -0.00032282953616231681 0.00013203599989148124 0.010578170919325204 0.0050127936448136883 0.0024050363386049871 0.020165848067921141 0.0035198601449585778 0.0098101106297690428 0.0018447781307622793 0.013434160412067459 0.0048573480910048469 -0.0012073303014039994 0.0073992977969657694 0.015150802402446668 0.0057271213012960905 0.0070401326902449525 -0.0012994458942557686 0.0053648337962683935 -0.0039466031710617246 0.0075423859935848121 0.012485503460522053
leaf_weight=21 34 75 20 26 151 20 41 46 25 20 35 28 28 20 23 22 40 35 21 65 30 1313 30 300 78 20 29 20 478 27
leaf_count=21 34 75 20 26 151 20 41 46 25 20 35 28 28 20 23 22 40 35 21 65 30 1313 30 300 78 20 29 20 478 27
internal_value=0 0.00686769 0.0070075 0.00710592 0.00254154 0.00383231 0.00725519 0.00691458 0.00331016 0.00498619 0.00412217 0.00535805 0.0016949 0.00814147 0.00831373 0.0109842 0.0135908 0.00792305 0.00831268 0.00657975 0.00706389 0.00693682 0.0100043 0.00708829 0.00317589 0.0040802 0.00492739 0.00156425 0.00803134 0.00780667
internal_weight=0 2769 2694 2645 352 201 2471 1785 71 174 148 113 49 686 666 85 63 581 546 93 1714 1643 71 1613 181 147 127 49 526 505
internal_count=3121 2769 2694 2645 352 201 2471 1785 71 174 148 113 49 686 666 85 63 581 546 93 1714 1643 71 1613 181 147 127 49 526 505
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=31
num_cat=0
split_feature=1 123 46 2 15 3 12 130 4 34 2 48 41 40 11 0 0 157 51 150 15 16 0 50 48 4 15 16 1 3
split_gain=0.475122 0.129154 0.0823252 0.0806043 0.0738847 0.0710029 0.0944374 0.0677356 0.0925327 0.0650519 0.0891844 0.0615528 0.0547386 0.0597628 0.0545356 0.0608413 0.07399 0.0770848 0.0745704 0.0586424 0.0816067 0.0540801 0.0644689 0.0992003 0.137708 0.143471 0.0877499 0.128979 0.110428 0.14248
threshold=0.11866500000000001 1.0000000180025095e-35 0.084955000000000017 0.10672500000000001 -0.24436499999999997 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 -0.033174999999999989 -0.038779999999999995 0.13501500000000002 0.12737000000000001 0.10065500000000001 -0.010334999999999999 0.090070000000000025 0.12411500000000002 -0.076899999999999982 -0.076579999999999995 -0.064959999999999976 0.10888500000000001 -0.12563999999999997 0.62682500000000008 -0.075934999999999989 0.089465000000000017 0.093265000000000015 -0.17966999999999997 0.091650000000000023 0.40020000000000006 0.080270000000000022 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -3 7 -7 -2 -9 -10 -11 14 13 -1 15 16 18 -18 -5 20 -20 22 -15 24 25 -24 27 28 -27 -30
right_child=5 4 -4 11 -6 6 -8 8 9 10 -12 -13 -14 21 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.012037304688710719 -0.0012238972557468281 -0.0022355771576985715 0.012182824486323324 -0.0022736681415699424 0.0042508132269075656 0.0042257976937381666 -0.0023137560275028504 0.0089319879251221809 -0.001494411416518103 0.0054829995237828597 0.00067528277772982599 7.4543443548938498e-06 0.0014660438844224528 0.006762157144393259 0.0094279931686226826 0.00051324580729539911 0.00076156801819293339 0.0069860778663216761 0.0074594725156202912 0.0088378788295971327 0.0003930610892976719 0.011265077364320558 0.0085762511485475406 0.0081991140267494676 -0.0023332957971703124 0.0033481226649342312 0.0061864585182370832 0.007542899257387034 0.0019265893314565933 -0.0098669344176778393
leaf_weight=20 31 20 24 20 144 34 63 30 28 105 61 23 21 1689 30 28 22 208 26 23 44 24 85 94 27 45 81 30 21 20
leaf_count=20 31 20 24 20 144 34 63 30 28 105 61 23 21 1689 30 28 22 208 26 23 44 24 85 94 27 45 81 30 21 20
internal_value=0 0.0061817 0.00635306 0.00629885 0.00345979 0.00228123 -2.15413e-05 0.00315719 0.0037635 0.00296425 0.00371631 0.0050384 0.00654662 0.00659657 0.00532695 0.00499533 0.00536122 0.00639069 0.00326583 0.00445712 0.00301773 0.00654514 0.00649099 0.00535453 0.00448918 0.0051424 0.00366079 0.00189717 -7.2265e-05 -0.00382635
internal_weight=0 2769 2605 2581 164 352 97 255 224 194 166 424 2157 2136 401 371 343 230 113 93 70 2116 2092 403 309 282 197 116 86 41
internal_count=3121 2769 2605 2581 164 352 97 255 224 194 166 424 2157 2136 401 371 343 230 113 93 70 2116 2092 403 309 282 197 116 86 41
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=31
num_cat=0
split_feature=4 2 123 1 457 13 149 10 31 4 43 48 456 11 13 12 150 1 472 4 42 4 42 483 133 51 133 43 1210 403
split_gain=0.392958 0.124736 0.101575 0.0744526 0.138304 0.0762442 0.0705758 0.0797137 0.0637104 0.063472 0.0648292 0.142063 0.0611036 0.0550279 0.0547851 0.0537115 0.0693678 0.0634004 0.0580924 0.0636975 0.102688 0.0649176 0.0670375 0.0668053 0.0581185 0.057302 0.072899 0.0839511 0.0570589 0.0690614
threshold=0.27287000000000006 0.17025000000000004 0.11021500000000002 0.089625000000000024 0.045365000000000009 -0.14819499999999997 0.07770500000000001 -0.079859999999999987 -0.081689999999999985 -0.033174999999999989 -0.04652499999999999 0.087310000000000013 0.088355000000000003 0.090070000000000025 -0.42195999999999995 0.087695000000000009 0.08826500000000001 0.088875000000000023 -0.079609999999999986 -0.15764999999999998 0.084635000000000016 -0.015039999999999998 -0.14609499999999997 0.11579500000000002 0.42433500000000007 -0.43587999999999999 0.089980000000000018 -0.065269999999999981 -0.3960249999999999 0.4024950000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 14 7 -2 -7 -6 -11 -12 13 -10 -5 -1 17 18 -17 20 -20 22 -21 24 25 -23 -27 -28 -24 -30
right_child=6 -3 -4 4 9 8 -8 -9 12 10 11 -13 -14 -15 -16 16 -18 -19 19 21 -22 23 28 -25 -26 26 27 -29 29 -31
leaf_value=0.0065733170456179907 -0.0026359709845378233 -0.00054365796262793463 -0.00046183008234947922 0.0057872094376944004 0.0067051519179949538 0.00056995987770674017 0.0068371717107116384 0.0021844431457493717 0.0054418078954260518 0.0029003086888696999 -0.0084959296789020294 0.0032803280545132501 0.011367590278387071 0.0089816643138571333 -0.00092585215114072094 0.0097104452217796032 0.009710888466093151 0.010429523119819352 0.0055607653046347979 0.01070107614421951 -0.0034993714441291313 0.007430691628251225 0.00044071385636925699 0.0096956630946806403 0.0089107130293268715 0.0039993990429299823 -0.0027439009547898813 0.0040548536941059869 0.0056258544283561583 0.011122070384832721
leaf_weight=943 39 33 27 20 20 23 28 285 516 50 20 21 20 48 31 28 38 24 29 28 22 30 20 20 20 158 42 32 482 24
leaf_count=943 39 33 27 20 20 23 28 285 516 50 20 21 20 48 31 28 38 24 29 28 22 30 20 20 20 158 42 32 482 24
internal_value=0 0.00556768 0.00564139 0.00570222 0.00486955 0.00542036 0.00202047 0.00160421 0.00573238 0.00160439 0.000483338 -0.00246419 0.00593569 0.00574307 0.00170672 0.00603228 0.00552055 0.00535451 0.00522425 0.00508575 0.00165247 0.0052903 0.00593328 0.00411081 0.00371472 0.00331808 0.00278628 0.000196101 0.00567948 0.00588654
internal_weight=0 2769 2736 2709 769 658 352 324 607 111 91 41 584 564 51 1940 997 959 935 907 51 856 554 302 282 262 232 74 526 506
internal_count=3121 2769 2736 2709 769 658 352 324 607 111 91 41 584 564 51 1940 997 959 935 907 51 856 554 302 282 262 232 74 526 506
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=31
num_cat=0
split_feature=4 2 123 52 159 14 16 4 12 1 15 2 1 457 48 16 13 0 42 403 16 133 0 52 48 15 48 1416 13 1209
split_gain=0.319337 0.101338 0.0825339 0.0684927 0.0784541 0.0705885 0.147579 0.100271 0.121968 0.0781481 0.0709659 0.0660778 0.0566499 0.0866929 0.0676811 0.0669864 0.0866669 0.102755 0.0802194 0.0927737 0.0781648 0.0762211 0.0732885 0.0709762 0.0610683 0.0601938 0.0537155 0.0495572 0.0484903 0.0463417
threshold=0.27044500000000005 0.17025000000000004 0.11021500000000002 0.039215000000000007 0.10600500000000002 -0.42495999999999995 -0.23935499999999996 0.50996500000000011 0.10016000000000001 0.10439500000000002 -0.21699999999999997 0.11411 0.090540000000000023 0.045365000000000009 -0.072824999999999987 -0.092124999999999985 -0.088854999999999976 -0.087084999999999982 0.11387000000000001 -0.059794999999999994 -0.046599999999999996 0.024320000000000005 -0.071719999999999992 -0.061194999999999992 0.087745000000000004 -0.042209999999999991 0.091035000000000019 1.0000000180025095e-35 -0.0075049999999999987 -0.090519999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 28 7 8 9 -7 -11 -12 29 14 -14 25 23 20 19 -19 -18 26 -20 -17 -22 -16 27 -21 -2 -1
right_child=3 -3 -4 4 -6 6 -8 -9 -10 10 11 -13 13 -15 15 16 17 18 22 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0087432046102859633 0.0019420417048321625 -0.00048929230578130848 -0.00041564704194940906 0.0061904454369141604 0.00018774542364884508 -0.0044770569587126371 -0.0075479126006195501 0.0057744753317328524 -0.0062663580255153091 -0.0011953122171296463 0.0082125495402858815 0.0018265103584908079 0.010282634266398171 0.0017384718099767169 0.0056789809808423615 0.0036685547796482948 0.0060530492914435659 0.011123706992851416 -0.0026250469214890316 0.0047535751836234076 -0.0041208512004232032 -0.00051924329738886588 0.0050566506886011841 -0.0044768296671099965 0.0027533950507252786 0.011665535921400245 0.0093322188231266204 0.0099537206233071638 0.007988542402606635 0.005345892235802366
leaf_weight=41 36 33 27 64 33 20 22 37 26 37 26 43 22 106 71 23 23 30 23 219 28 21 27 20 24 22 36 20 21 1940
leaf_count=41 36 33 27 64 33 20 22 37 26 37 26 43 22 106 71 23 23 30 23 219 28 21 27 20 24 22 36 20 21 1940
internal_value=0 0.00501896 0.00508572 0.00187132 0.00414829 0.00104719 0.000203672 0.00110597 -3.04393e-05 0.00125634 0.00233811 0.00423284 0.00514081 0.00437781 0.0048372 0.00463311 0.00416961 0.00457859 0.00525273 0.00582477 0.0011989 0.00528771 0.00152307 -0.000119996 -0.000948122 0.00709516 0.00573115 0.00518873 0.0041697 0.00541621
internal_weight=0 2756 2723 365 97 268 211 189 152 126 106 69 2696 715 609 587 494 451 376 326 75 296 50 43 52 93 275 239 57 1981
internal_count=3121 2756 2723 365 97 268 211 189 152 126 106 69 2696 715 609 587 494 451 376 326 75 296 50 43 52 93 275 239 57 1981
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=31
num_cat=0
split_feature=1 2 11 11 52 0 4 124 10 2 10 12 2 47 49 2 132 40 4 1424 51 3 51 49 1209 401 401 42 43 1210
split_gain=0.259054 0.0794858 0.066535 0.109805 0.121126 0.0657277 0.0728851 0.0573486 0.0557693 0.0766942 0.0865058 0.0591951 0.0870895 0.0582239 0.055117 0.060392 0.052483 0.0504928 0.0498862 0.0493941 0.0572791 0.0870136 0.0700043 0.134326 0.0517467 0.0517788 0.114773 0.0732525 0.123119 0.125967
threshold=0.11866500000000001 0.10188000000000001 0.079915000000000014 0.085155000000000022 -0.020999999999999994 -0.13843999999999998 0.42642000000000008 -0.083859999999999976 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.31358000000000003 0.11518500000000002 -0.088694999999999982 0.11215000000000001 0.10240500000000001 -0.078554999999999986 0.50996500000000011 1.0000000180025095e-35 -0.091704999999999995 -0.088494999999999976 -0.085534999999999986 0.085970000000000005 0.083050000000000013 0.086810000000000012 0.093690000000000009 -0.087819999999999981 -0.0040649999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 14 -1 9 10 -2 -11 -13 -12 -3 -16 -7 -9 -10 20 21 -19 23 -22 25 -24 -27 -28 29 -29
right_child=8 5 3 4 -6 16 -8 17 18 11 13 12 -14 -15 15 -17 -18 19 -20 -21 22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.0020526023699512968 0.00028785797061793735 0.0058199603646062322 0.011722794123407869 0.009828857197862818 -0.00092384509043768053 0.0044077658015990511 0.0072774521651722129 0.0087402400647988553 -0.0052010737348436604 0.0062138984724879262 0.0091676319483667609 0.0012950418344619473 -0.0052733040941150295 0.003060209109551377 -0.0019487477799884801 0.0025479782585274995 0.00027392208047041843 -0.0030054040422493765 0.0013519666014382473 0.0096793520171195285 0.002951124505224553 0.0038065785264498261 0.0043773791367468784 0.013665029628202319 0.0065330922753976967 0.011628325466881508 -0.0004641429033307802 0.015307212133137954 0.0023827465399460616 0.0056566350238618293
leaf_weight=79 33 20 36 20 22 443 21 32 21 20 37 165 23 27 64 56 33 22 26 20 22 127 1417 25 147 32 21 21 51 38
leaf_count=79 33 20 36 20 22 443 21 32 21 20 37 165 23 27 64 56 33 22 26 20 22 127 1417 25 147 32 21 21 51 38
internal_value=0 0.00451059 0.00480345 0.00767017 0.00419649 0.00353041 0.00178381 0.00469459 0.00163048 0.00212459 0.00444667 0.0010417 0.000491468 0.00659106 0.000959758 0.000149724 0.00412118 0.00480027 -0.00157599 0.00473538 0.00468396 0.00280078 0.00484213 0.00865001 0.0047385 0.00457154 0.00625941 0.00494791 0.00598112 0.00909159
internal_weight=0 2769 2132 78 42 637 161 2054 352 305 97 208 188 64 140 120 476 1975 47 1943 1923 149 1774 47 1727 1580 163 131 110 59
internal_count=3121 2769 2132 78 42 637 161 2054 352 305 97 208 188 64 140 120 476 1975 47 1943 1923 149 1774 47 1727 1580 163 131 110 59
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=31
num_cat=0
split_feature=4 3 3 9 13 15 11 15 50 15 1375 13 39 49 4 12 1429 157 0 48 3 3 150 133 160 483 0 481 42 1
split_gain=0.218312 0.0791476 0.0687607 0.0631056 0.0661868 0.0551496 0.0859115 0.0763926 0.0982364 0.0653159 0.0628983 0.0714713 0.083663 0.12248 0.0932201 0.0928739 0.0628914 0.0619503 0.103645 0.0800829 0.0590763 0.225025 0.0653536 0.118851 0.0927518 0.0663197 0.0716461 0.0635956 0.0626958 0.102052
threshold=0.26790000000000008 0.20828500000000003 0.63141500000000017 -1.0000000180025095e-35 -0.01163 -0.11713499999999999 1.0000000180025095e-35 -0.094329999999999983 0.077805000000000013 -0.095869999999999983 -0.16449999999999998 0.038215000000000006 0.087150000000000019 0.0034800000000000005 -0.50427999999999995 0.099100000000000008 -0.092414999999999983 0.10891500000000003 -0.080499999999999988 -0.098424999999999985 -0.13927999999999999 -0.10831999999999999 0.10348 0.085760000000000017 -0.074254999999999988 -0.095084999999999989 -0.082724999999999979 -0.0095549999999999993 -0.080354999999999982 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -5 8 9 -7 -9 16 13 14 -13 -15 -12 19 -19 -18 27 -22 25 24 -24 26 -23 -21 29 -27
right_child=2 -3 -4 5 -6 7 -8 10 -10 -11 11 12 -14 15 -16 -17 17 18 -20 20 21 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0041345427380874754 0.0018304548426823924 0.00082854840737824932 -0.0041950242966413498 0.0051485946081811567 -0.0032985982404130955 0.0021220331003423782 0.012100229631178081 -1.4160648810074609e-05 0.0074838163952032737 -0.0030686125741340221 0.0088921789513816216 0.0093504645896246071 -0.0016939793240881582 -0.0062220435652263753 0.0036193875571809324 0.0031828121636949835 0.010593338822945953 -0.0029901363140229006 0.0050939688325992655 0.0030971472634701062 -0.0058715239167213447 0.010587092674603421 -0.00084812803426757464 0.012293706784645718 0.0087826472753658891 0.0049188058860367943 0.0048195745247150111 0.010063744711959244 0.0039699985935228183 0.010870315278456971
leaf_weight=25 357 73 20 160 23 100 20 34 27 32 33 32 34 21 251 21 22 29 35 20 21 35 20 30 20 227 56 38 1272 33
leaf_count=25 357 73 20 160 23 100 20 34 27 32 33 32 34 21 251 21 22 29 35 20 21 35 20 30 20 227 56 38 1272 33
internal_value=0 0.00407719 0.0015108 0.00416598 0.000572829 0.00423173 0.005921 0.00410727 0.00198787 0.000863695 0.00425481 0.00431932 0.0030258 0.00351956 0.00426742 -0.00151962 0.00456489 0.00448803 0.00143086 0.0045971 0.00452265 0.00441644 0.00454405 0.00753574 0.00396726 0.00441502 0.00703785 0.00766147 0.00425922 0.00567419
internal_weight=0 2744 377 2671 48 2623 180 2443 159 132 2284 2250 359 325 283 42 1891 1858 64 1794 1772 1714 1693 70 40 1623 91 58 1532 260
internal_count=3121 2744 377 2671 48 2623 180 2443 159 132 2284 2250 359 325 283 42 1891 1858 64 1794 1772 1714 1693 70 40 1623 91 58 1532 260
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 4 2 2 1 2 34 31 4 52 1 2 131 2 0 47 15 151 1 13 4 3 4
split_gain=18.2687 3.18388 1.83282 1.60289 0.929625 0.895621 0.597312 0.550542 0.545631 0.488915 0.436716 0.427201 0.303384 0.397301 0.290303 0.26084 0.230857 0.303902 0.299774 0.214636 0.260949 0.211182 0.201164 0.191491 0.183619 0.182378 0.201535 0.166555 0.181929 0.155975
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.11474000000000002 0.089775000000000008 0.077845000000000011 0.13754500000000003 -1.0000000180025095e-35 -0.077289999999999984 0.42051500000000003 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.08844500000000001 0.31358000000000003 0.18019500000000002 0.090100000000000013 -0.45963999999999994 -0.088784999999999989 0.085345000000000018 0.049530000000000012 -0.080364999999999978 1.0000000180025095e-35 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 22 8 12 10 29 25 -5 13 14 -4 -15 -12 21 -19 20 -14 -18 24 -17 -3 -1 27 -27 -29 -7
right_child=1 2 7 11 -6 9 -8 -9 -10 -11 16 -13 19 15 -16 23 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00087475856231560207 0.00084038323946720062 0.00056498968335242587 0.000342033055748744 0.00077681277594229088 0.00056318583490412219 0.00087170159572835468 0.0010011891532692811 0.00051936962043411955 0.00052547389848918089 0.00041643093002266161 0.00094142825675238987 0.00048841547525117432 0.00020358623920978855 0.00054498761726307565 2.6977762801434528e-05 0.00046506974992214459 0.0008103902056997396 0.00048482904412354145 0.00076576249445697256 0.00037357203466087288 -4.8843793634909621e-05 0.00060617443283691129 0.00058595924569040416 0.00021386326248927108 0.00039625421631280335 0.0009158445338727511 0.00069331710464229769 0.00083248740957100919 0.000661485773675582 0.00068088227667624762
leaf_weight=871 76 29 22 28 48 23 84 37 22 24 43 67 74 33 23 20 733 23 40 20 20 20 33 28 171 86 40 299 26 58
leaf_count=871 76 29 22 28 48 23 84 37 22 24 43 67 74 33 23 20 733 23 40 20 20 20 33 28 171 86 40 299 26 58
internal_value=0 0.000461766 0.000414978 0.000823083 0.000833241 0.00051188 0.000838909 0.000296736 0.000832721 0.000662235 0.000835821 0.000573417 0.000262414 0.000328725 0.000181005 0.000410792 0.0008014 0.000794021 0.000663199 0.000189122 0.000149878 0.000804966 0.000444124 0.000318533 0.000420721 0.000858186 0.000826181 0.000839112 0.000818807 0.000735066
internal_weight=0 691 615 2430 2335 338 2287 277 2203 105 2181 95 240 126 45 81 859 816 63 114 94 753 233 48 200 1322 451 411 325 81
internal_count=3121 691 615 2430 2335 338 2287 277 2203 105 2181 95 240 126 45 81 859 816 63 114 94 753 233 48 200 1322 451 411 325 81
is_linear=0
shrinkage=0.00196078


Tree=4840
num_leaves=31
num_cat=0
split_feature=1 399 11 105 4 1 0 158 1427 484 160 1455 1453 133 52 10 0 4 158 484 42 484 4 1455 13 1 2 0 479 1447
split_gain=0.234127 0.104464 0.10551 0.0907719 0.11388 0.0659522 0.0618538 0.0570691 0.0564479 0.0581036 0.095866 0.0544455 0.0733021 0.0528109 0.0500936 0.0570029 0.0486442 0.0496268 0.0483153 0.073925 0.0855604 0.0705588 0.0880245 0.0632664 0.0529266 0.0862229 0.0782642 0.0732048 0.0601389 0.064175
threshold=0.096325000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.26790000000000008 0.14173500000000003 1.0000000180025095e-35 -0.46778499999999995 0.086130000000000012 -0.11153499999999998 0.097500000000000017 -0.23681499999999997 -0.13306499999999996 0.085635000000000003 0.12354000000000001 -1.0000000180025095e-35 -0.060129999999999996 0.41257000000000005 0.07968500000000002 0.062030000000000009 0.10194000000000002 -0.15061999999999995 -0.069389999999999993 0.10625500000000002 0.038215000000000006 0.086105000000000015 0.08542000000000001 0.041630000000000007 0.10713500000000002 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 8 14 -1 9 -4 13 -9 -13 -11 15 -6 17 -17 23 20 21 -20 -23 24 28 26 -26 -28 29 -14
right_child=1 -3 3 -5 6 -7 -8 11 -10 10 -12 12 18 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0087975991784685088 -0.0043825264228507877 -0.0038933097462480271 -0.001274267077149654 0.0093054171355271883 -0.0049438238948244949 -0.00065375106747854851 0.0043715124002511744 0.0083340363577008251 0.009167711991394753 0.0041841181198359438 0.010586060517068421 -0.0016130635607987645 0.0072839538701839797 0.0012936812226793596 0.0035859519250648606 -0.0025689056793484709 -0.0036232907157391311 0.0020406779034722908 0.0036154812360605737 0.00069559453800320634 0.00023577807529363783 0.012394198468206703 0.0067289877717931247 -0.0011544386767560527 0.0090962804621085528 -0.001777462910324561 0.0038857989114576596 -0.0016812997803624188 0.0091588743031024936 0.0043445667808391644
leaf_weight=31 20 24 22 22 22 33 51 36 20 353 21 20 78 77 44 29 25 120 44 25 20 37 106 21 24 33 151 28 28 1556
leaf_count=31 20 24 22 22 22 33 51 36 20 353 21 20 78 77 44 29 25 120 44 25 20 37 106 21 24 33 151 28 28 1556
internal_value=0 0.00261388 0.00279569 0.0029668 0.00279612 0.00367426 0.00120882 0.0045368 0.00396397 0.00374393 0.00398872 0.00447696 0.004413 0.00366653 0.000536744 -0.000147772 0.000458625 0.00114351 0.00446903 0.00583209 0.00645244 0.00711732 0.00819481 0.00430424 0.00436463 0.00296328 0.00373394 0.00301497 0.00456362 0.00448488
internal_weight=0 883 859 839 817 526 291 2238 493 473 451 2207 2171 430 240 196 174 149 2151 232 207 187 143 1919 1898 236 203 179 1662 1634
internal_count=3121 883 859 839 817 526 291 2238 493 473 451 2207 2171 430 240 196 174 149 2151 232 207 187 143 1919 1898 236 203 179 1662 1634
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=31
num_cat=0
split_feature=1 123 46 15 10 2 10 12 3 392 47 47 48 52 48 4 1348 48 456 1429 151 4 1420 16 43 0 131 4 0 43
split_gain=0.190293 0.0661116 0.062981 0.0544334 0.0485982 0.0625432 0.0686667 0.0533627 0.0724402 0.0474386 0.0450988 0.0445882 0.0456662 0.100487 0.0538112 0.06205 0.0562471 0.0575478 0.0441723 0.0782225 0.0931591 0.0714256 0.0450415 0.0517308 0.0799476 0.098288 0.0865017 0.0844344 0.147608 0.07984
threshold=0.11866500000000001 1.0000000180025095e-35 0.084955000000000017 -0.24436499999999997 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.40411000000000002 0.091685000000000003 0.11419000000000001 0.11114000000000002 0.10990500000000002 -0.0080349999999999987 0.10227500000000002 -0.011559999999999999 0.084370000000000014 -0.088719999999999979 0.077935000000000018 0.083985000000000018 -0.085164999999999977 -0.013514999999999998 -0.086449999999999985 -0.0051099999999999991 -0.070064999999999975 0.034820000000000011 0.095205000000000026 -0.42529999999999996 -0.057069999999999989 -0.15582499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 6 -2 -7 -9 11 -8 12 14 -14 16 -16 17 -1 22 20 21 -20 -19 -24 25 29 27 -26 -29 -25
right_child=4 3 -4 -5 -6 7 10 8 -10 -11 -12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.0080294900140977978 0.00025635433637283066 -0.0029640411701984705 0.0090935440423587973 0.0026034352199429934 -0.0015897916937048766 0.0057975753583014017 0.0082132613373687487 0.0011682222256731961 -0.0044290166675906495 0.0084683276065017875 0.0028621710745418178 0.0015976610497922213 0.011858646539242372 0.0030731074915577969 0.004066473209893267 -0.002595211531001109 0.00067247613449580976 0.0083933203100142167 0.014091028804735593 0.0016681137741269435 0.0037913159889623872 0.0067160598620579675 0.0041596073084930558 0.0057979681569952195 0.0056484674336388712 -0.0037494453965337018 0.0099423431519729405 0.0038817515374746088 -0.0030712789882090877 0.0015800408404916351
leaf_weight=36 33 20 24 144 47 20 36 161 27 23 28 81 23 30 29 27 50 22 24 34 43 29 1514 57 127 28 24 129 40 211
leaf_count=36 33 20 24 144 47 20 36 161 27 23 28 81 23 30 29 27 50 22 24 34 43 29 1514 57 127 28 24 129 40 211
internal_value=0 0.00387189 0.00399449 0.00192447 0.00140344 0.00186469 0.00396163 0.000886788 0.000364363 0.00394708 0.00587216 0.00390643 0.00398193 0.0068857 0.00391844 0.000854589 0.00399089 0.00406247 0.00399989 0.00578995 0.00724976 0.0100557 0.00389175 0.00384526 0.00307265 0.00188814 0.00416833 0.00370017 0.00223606 0.00247714
internal_weight=0 2769 2605 164 352 305 97 208 188 2581 64 2558 2477 53 2424 56 2368 2318 2282 130 96 53 2152 2130 616 296 320 296 169 268
internal_count=3121 2769 2605 164 352 305 97 208 188 2581 64 2558 2477 53 2424 56 2368 2318 2282 130 96 53 2152 2130 616 296 320 296 169 268
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=31
num_cat=0
split_feature=1 399 3 0 12 14 9 39 43 150 132 12 1 483 3 0 155 158 1454 42 484 158 158 158 1451 148 147 160 160 457
split_gain=0.165775 0.085874 0.085661 0.103305 0.0634853 0.0752634 0.0631523 0.059721 0.0615441 0.0599198 0.0571338 0.0686712 0.0511724 0.0506666 0.046213 0.0596409 0.0442483 0.0427258 0.076904 0.0575077 0.0475303 0.0509347 0.0493218 0.055746 0.0449909 0.0525526 0.066918 0.0590308 0.0653228 0.0495844
threshold=0.096325000000000008 1.0000000180025095e-35 -0.07793499999999999 0.10455500000000001 -0.12529499999999996 -0.075879999999999989 0.082870000000000013 0.096325000000000008 -0.080554999999999974 0.12314500000000002 0.081465000000000024 0.09364500000000002 0.11414000000000001 0.13027000000000002 -0.072894999999999988 -0.085034999999999986 0.12016500000000001 0.07968500000000002 0.088250000000000009 0.094165000000000013 -0.15061999999999995 0.11651000000000002 0.10398500000000001 0.094850000000000004 0.085760000000000017 -0.084924999999999987 0.089365000000000014 0.10285000000000001 0.13509500000000005 0.09228500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 10 4 5 -4 7 9 -9 14 11 12 -2 16 -6 -16 17 24 19 20 -19 22 23 -22 25 -1 27 29 -29 -27
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0073720750255126732 0.0052812598106980911 -0.0038259963000503681 0.0099824215250555442 -0.0052704601382304525 -0.00056046374293780598 0.0023684117274446969 -0.0032769467798061669 0.0022398725092315523 -0.0031875577681542686 -0.0024101572953021295 0.00019382843747735025 0.0031315804870246213 0.011146548281734189 0.0087026048894040288 0.0018412835371068301 0.0044368969858624039 -0.0010356325935572386 0.0027257608495918767 -0.0007261945823715492 0.001304589277775637 0.0060903007876622721 0.011383889296225139 0.0034128978142373106 0.011814973130822182 0.0076633805821004972 0.0034908153511242304 -0.0022081522492780575 -0.0028113924522673896 0.0036804299979966378 0.0069277705708626919
leaf_weight=34 51 24 20 21 43 37 26 39 45 26 36 128 21 20 216 150 20 35 22 29 75 21 46 22 26 1762 21 31 31 43
leaf_count=34 51 24 20 21 43 37 26 39 45 26 36 128 21 20 216 150 20 35 22 29 75 21 46 22 26 1762 21 31 31 43
internal_value=0 0.00207386 0.0022387 0.00162408 0.00186459 0.00503999 0.00153248 0.00177342 -0.000667679 0.0022448 0.00386119 0.00452132 0.00699197 0.00369193 0.00254071 0.00290506 0.00364675 0.00368935 0.00492006 0.00546488 0.00607115 0.0067851 0.00610976 0.00738868 0.00353141 0.00347551 0.00340534 0.00346848 0.000434519 0.00357269
internal_weight=0 883 859 623 602 57 545 519 84 435 236 200 72 2238 409 366 2218 2198 250 228 199 164 143 97 1948 1922 1888 1867 62 1805
internal_count=3121 883 859 623 602 57 545 519 84 435 236 200 72 2238 409 366 2218 2198 250 228 199 164 143 97 1948 1922 1888 1867 62 1805
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 2 14 1 4 47 2 4 0 1 4 150 47 15 4 0 0 4 15 15 10 39 3 160 12
split_gain=27.381 4.40813 2.49898 2.49178 1.60408 1.50676 0.930639 0.899963 0.842093 0.803026 0.692769 0.576641 0.601042 0.505296 0.797964 0.561436 0.377917 0.347939 0.314024 0.29323 0.27873 0.274613 0.311048 0.264776 0.246372 0.32734 0.207272 0.198193 0.193733 0.186359
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.089410000000000003 0.098630000000000009 0.14960000000000004 0.062655000000000016 0.077845000000000011 0.27834500000000006 0.13082500000000002 0.14753000000000002 0.27834500000000006 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 0.090100000000000013 -0.097454999999999986 0.053180000000000012 -0.15202999999999997 -0.080689999999999984 -0.55119499999999988 -0.03241999999999999 -0.41942499999999994 -0.38124499999999995 0.08456000000000001 -0.017889999999999996 0.085755000000000012 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 17 7 16 13 -4 -6 11 12 -5 14 20 21 19 -3 -16 29 -1 -15 -23 -22 -13 -26 -10 -14 -20 -7
right_child=1 3 8 10 9 6 -8 -9 26 -11 -12 24 27 15 18 -17 -18 -19 28 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012234764991412282 0.0010018601804324162 0.00048716630419720804 0.00097531104768190722 0.0005987878194462289 0.00093808073932874297 0.0010363277886203332 0.0005505612718789849 0.001243708564508687 0.00041506011968681095 0.00055729838925814938 0.00061880971827128555 0.00032909129790199338 0.00044169748468058447 0.001063873771334924 0.00094565686057595643 0.00090018990371582128 0.00071944240066740251 0.00070236803235479699 0.00050785604535656811 0.00086713515553130973 0.001077776678136083 0.0012424255174303812 0.00099885040419358823 0.00081038006879632766 0.00027841179074683027 -2.5382718905270876e-05 0.00064566302788123323 0.0002641021890873384 0.00077750490896619446 0.00093732366045973898
leaf_weight=23 74 192 28 40 68 130 26 76 22 31 34 32 35 1022 20 110 30 34 20 124 35 21 502 24 25 30 47 78 21 167
leaf_count=23 74 192 28 40 68 130 26 76 22 31 34 32 35 1022 20 110 30 34 20 124 35 21 502 24 25 30 47 78 21 167
internal_value=0 0.000550371 0.00099694 0.000494595 0.000610714 0.00100967 0.000911275 0.00103471 0.000688517 0.000818846 0.000356862 0.000319753 0.000392228 0.00102587 0.00091405 0.00103554 0.00093207 0.000519542 0.000744227 0.000947222 0.00104038 0.00104517 0.00100863 0.000969005 0.000192296 0.000112706 0.000572137 0.00031911 0.000645969 0.000980659
internal_weight=0 673 2448 599 325 2351 477 1874 97 99 274 240 153 1798 143 1655 451 226 61 421 82 1545 523 59 87 55 69 113 41 297
internal_count=3121 673 2448 599 325 2351 477 1874 97 99 274 240 153 1798 143 1655 451 226 61 421 82 1545 523 59 87 55 69 113 41 297
is_linear=0
shrinkage=0.00196078


Tree=4844
num_leaves=31
num_cat=0
split_feature=3 96 2 121 15 11 14 52 482 1456 3 49 1447 1447 13 13 151 51 160 2 403 1186 42 16 151 4 1374 42 402 133
split_gain=0.208047 0.115661 0.0939738 0.0628254 0.0644662 0.0666231 0.0780389 0.054871 0.0514485 0.0499399 0.0507209 0.0657704 0.0482346 0.176881 0.0481015 0.0696657 0.0743991 0.0657993 0.0745693 0.0737207 0.0600716 0.0992915 0.0558466 0.0697675 0.0638645 0.0621738 0.0605063 0.0604137 0.0746666 0.054688
threshold=0.31299000000000005 0.087655000000000025 0.13404500000000005 -0.082399999999999987 0.024640000000000006 0.077290000000000011 0.078235000000000013 0.048770000000000008 0.11816500000000001 0.091180000000000011 0.083060000000000009 -1.0000000180025095e-35 -0.086059999999999984 -0.085024999999999989 -0.014169999999999999 -0.010384999999999998 0.0039000000000000003 0.11144500000000002 -0.41706499999999996 0.098035000000000011 0.089965000000000017 0.084100000000000022 0.091545000000000015 -0.070454999999999976 -0.08317999999999999 0.04735000000000001 0.086000000000000007 0.084835000000000008 0.081585000000000019 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 9 -7 -2 14 10 11 -6 -13 -14 22 -16 17 18 -17 -19 21 -20 23 27 -24 26 29 28 -5 -25
right_child=7 -3 -4 4 5 6 -8 -9 -10 -11 -12 12 13 -15 15 16 -18 19 20 -21 -22 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0094751988504348066 -0.0017632652068683922 -0.0029458995684981349 0.0016564712876367665 0.0095134016622424791 0.00018090531637426465 0.012085112262517215 0.0045201578802273922 0.0029821428662056434 0.0085016280811812204 0.0090009261813500645 0.0078301415267513878 0.0078595579362700924 -0.0051252103690057997 0.0043804170684741397 -0.0015255235683392077 0.0091605312171547364 -0.0011193678326283892 -0.0033838843429011517 0.0034887223949567909 0.0039492640089100368 0.0072969411156679461 -0.0031031699695934852 -0.0017532308563074498 0.0032583806103394274 0.0032968629351257102 -0.0010905937608331443 0.0089180646037372458 0.0045644163943396763 0.0027033511100203866 0.0066090306675617109
leaf_weight=21 86 25 178 69 40 25 30 34 21 23 39 37 20 923 34 24 39 29 477 26 38 24 28 335 237 25 24 132 21 57
leaf_count=21 86 25 178 69 40 25 30 34 21 23 39 37 20 923 34 24 39 29 477 26 38 24 28 335 237 25 24 132 21 57
internal_value=0 0.0038275 0.0038844 0.00402613 0.00398492 0.00456358 0.00795877 -0.000418733 0.00358375 0.004391 0.00429087 0.00415555 0.00431778 0.00417881 0.00351996 0.00288829 0.0031167 0.00338403 0.00370654 8.26949e-05 0.00346369 0.00317294 0.00399031 0.00448075 0.00276327 0.00375293 0.004044 0.00592657 0.00792439 0.00374559
internal_weight=0 3001 2976 2798 2777 1137 55 120 1640 1082 1059 1020 980 943 1619 691 657 618 563 55 539 501 928 663 265 441 416 222 90 392
internal_count=3121 3001 2976 2798 2777 1137 55 120 1640 1082 1059 1020 980 943 1619 691 657 618 563 55 539 501 928 663 265 441 416 222 90 392
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=31
num_cat=0
split_feature=3 4 2 13 13 12 0 15 0 123 4 3 16 52 12 51 12 13 4 1427 0 15 3 376 0 12 42 402 402 0
split_gain=0.168518 0.0937595 0.0550428 0.0521824 0.0700402 0.0507259 0.0482409 0.0729456 0.0603209 0.0479419 0.0711806 0.0732844 0.0461877 0.0742949 0.0752165 0.0683148 0.0765673 0.056333 0.0547818 0.126234 0.110765 0.1609 0.0756056 0.0751145 0.0618834 0.06399 0.0553762 0.0765652 0.17382 0.0959665
threshold=0.31299000000000005 0.26450500000000005 0.17025000000000004 -0.15714499999999998 -0.10664 0.15120000000000003 -0.10836499999999999 -0.40580499999999992 -0.13843999999999998 0.085740000000000011 0.42642000000000008 -0.011549999999999998 -0.14771999999999999 -1.0000000180025095e-35 0.080890000000000017 0.10614000000000001 0.087625000000000022 -0.096404999999999991 -0.021294999999999998 0.083935000000000023 -0.11173999999999999 -0.015744999999999999 0.097915000000000016 0.084145000000000011 -0.14116499999999996 -0.085119999999999987 -0.013389999999999997 0.091090000000000018 0.033490000000000006 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 12 8 -8 -2 -6 -11 -12 13 -1 -15 16 -16 -18 19 24 21 22 -20 -22 -14 -26 -27 28 -28 -29
right_child=6 3 -4 4 9 -7 7 -9 -10 10 11 -13 18 14 15 -17 17 -19 20 -21 23 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.009765168996527792 -0.00066427208758814609 0.0059643348687261882 -0.0012317356038534933 -0.0042666007298976186 0.0027410580481517471 -0.00080180214345455185 0.0016648737403253716 -0.0061317930696532137 0.0056388203065249731 -0.0050108120459216561 0.0060940692160764472 -0.00098998919653240595 0.0068413327981199316 0.0076056353850564098 -0.0028164406344294551 0.0083861888782121238 0.0078306832689453258 0.0018586333579150962 0.00071664575248077097 0.01030033853040227 0.0036500825032067356 -0.0065100904140207505 0.0069329856242984532 -0.0014482107424798113 -0.0017712691089227088 0.0047329636900435585 0.0032399081898403107 0.004338038445042912 -0.00598010973383983 0.011501920858964973
leaf_weight=30 49 28 23 20 191 25 21 28 22 22 23 40 66 51 25 20 22 56 90 31 787 27 25 30 21 427 777 100 21 23
leaf_count=30 49 28 23 20 191 25 21 28 22 22 23 40 66 51 25 20 22 56 90 31 787 27 25 30 21 427 777 100 21 23
internal_value=0 0.00344475 0.0036392 0.00183808 0.00144776 0.00368142 -0.00037686 -0.00279036 0.0012888 0.00186184 -0.00011381 0.00159625 0.00372405 0.00516918 0.00437677 0.00303798 0.00199949 0.00354306 0.00360248 0.0039869 0.00301483 0.000436974 0.00206802 0.00346287 0.00385051 0.00370632 0.00379165 0.00335524 0.00299728 0.00567763
internal_weight=0 3001 2677 324 296 2654 120 49 71 276 85 63 2629 204 174 123 103 78 2425 1466 959 142 115 817 1435 1369 1348 921 798 123
internal_count=3121 3001 2677 324 296 2654 120 49 71 276 85 63 2629 204 174 123 103 78 2425 1466 959 142 115 817 1435 1369 1348 921 798 123
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=31
num_cat=0
split_feature=4 3 3 12 10 2 39 40 12 149 10 2 160 2 12 2 129 51 51 402 41 41 483 13 129 1 48 2 15 402
split_gain=0.137788 0.0642821 0.0536914 0.0474525 0.0531547 0.0448332 0.0641328 0.0512476 0.0434667 0.0531952 0.0485759 0.0645505 0.0418267 0.0406752 0.0508112 0.106339 0.0441994 0.0445599 0.0848443 0.0804828 0.0792672 0.0790881 0.0787215 0.090759 0.0590308 0.0579469 0.0523737 0.0719547 0.0497615 0.0475103
threshold=0.26790000000000008 0.63141500000000017 0.20828500000000003 -0.10022999999999999 -0.15282499999999996 0.17025000000000004 -1.0000000180025095e-35 -0.08440499999999998 -0.086254999999999984 0.07770500000000001 1.0000000180025095e-35 0.11474000000000002 0.62940000000000007 0.14838000000000004 0.11734000000000001 0.10444500000000002 0.11234000000000001 0.080335000000000018 0.086310000000000012 0.090595000000000023 0.075585000000000013 0.081235000000000016 0.097985000000000017 0.016935000000000002 -0.078929999999999986 0.084785000000000013 0.097500000000000017 0.090675000000000019 -0.077219999999999983 0.13924000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 6 -1 -8 -6 10 11 -10 13 14 16 -16 17 20 -19 22 24 -22 23 26 -9 -23 27 -20 -28 -26
right_child=1 -3 -4 4 8 -7 7 12 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 21 25 -24 -25 29 -27 28 -29 -30 -31
leaf_value=0.0082677174037179123 0.0045594850237565959 -0.0043414337746798997 0.00053862413401039298 -0.0034698733516658345 -0.0018233729060739279 -0.0011085619572954982 0.0003877053226460703 0.007628095508411978 0.0041651155717284767 0.0068396467104321346 -0.0025226904521265105 0.00054880690722418346 -0.0012109506997512653 0.0074774258964074155 0.0049649640831405358 -0.0029750078488644718 0.0074395452453582386 -0.0034189272234167825 0.0018326602958142757 0.007969967765664613 0.011534690743428656 0.00044287721393629912 0.0076292967535555372 -0.0029857849436146873 0.00342532629869516 0.0078801452097567639 -0.0043036382272839549 0.0059994296441155098 0.0023885487802326679 -0.00052050015844044189
leaf_weight=26 44 20 73 24 36 23 60 33 82 20 27 124 20 24 31 37 27 24 125 27 24 20 25 35 1950 22 20 62 25 31
leaf_count=26 44 20 73 24 36 23 60 33 82 20 27 124 20 24 31 37 27 24 125 27 24 20 25 35 1950 22 20 62 25 31
internal_value=0 0.00117544 0.00321431 0.00148451 0.00105225 0.00328744 0.00332562 0.00327662 0.00142779 0.0018904 0.00146557 0.00198831 0.00334427 0.00338011 0.00334106 0.000644685 0.0034159 0.00337106 0.00231502 0.00274642 0.00354521 0.00695535 0.00226342 0.00176099 0.00343345 0.00433859 0.0024771 0.00321416 -0.000585757 0.00336358
internal_weight=0 377 2744 357 313 2671 2648 2622 289 253 233 206 2562 2542 2518 68 2450 2423 343 319 2080 66 292 267 2014 42 232 187 45 1981
internal_count=3121 377 2744 357 313 2671 2648 2622 289 253 233 206 2562 2542 2518 68 2450 2423 343 319 2080 66 292 267 2014 42 232 187 45 1981
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 4 2 49 150 4 0 15 1 1 12 40 50 1 4 3 15 133 13 2 47
split_gain=39.5516 6.26821 3.03297 2.94945 2.07536 1.85494 1.45801 1.33226 1.28337 1.04705 0.947254 0.904175 0.644337 0.641827 0.623326 0.674556 0.589422 0.495091 0.482967 0.452518 0.413274 0.41229 0.364777 0.363851 0.464673 0.325011 0.318027 0.299552 0.426986 0.297428
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.077845000000000011 -0.062539999999999984 0.14122000000000004 -0.054984999999999992 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 0.13436000000000001 0.088245000000000004 -0.078554999999999986 0.041865000000000006 0.13075500000000004 -0.52556499999999995 -0.13927999999999999 -0.095869999999999983 -1.0000000180025095e-35 -0.47860499999999995 0.31358000000000003 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 20 14 -8 -4 -10 13 -2 -7 15 16 -1 -16 -12 23 -3 27 26 -17 -25 -19 -5 -6 -29 -14
right_child=1 4 9 22 21 11 8 -9 10 -11 18 -13 29 -15 17 19 -18 25 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0013571964657824972 0.00083192937468708141 0.00056522549042774435 0.0012148043605125919 0.00056455060989063055 0.00043255853119726276 0.0011836681104469965 0.0010929297534079333 0.0015245132838031677 0.00099103611675446855 0.00076523557639860502 0.00065315789201539668 0.00085661395571837292 0.0012582672619098751 0.0008705476444341735 0.0012214061987404384 0.0015712388033737768 0.00098131754061071418 0.0011199359644136369 0.00038231282501049286 0.0012505058769644254 0.00030741946723760431 0.0005403108511339216 0.00046614146554763456 0.0010219630114838521 0.0013175699237204055 0.0007996371897662721 0.00086078405979986164 0.00029739557692932717 -6.5684551190511856e-05 0.0010516147607681798
leaf_weight=23 23 45 28 22 22 371 30 79 29 69 162 41 81 27 108 21 53 29 30 784 51 23 24 21 773 21 38 33 20 40
leaf_count=23 23 45 28 22 22 371 30 79 29 69 162 41 81 27 108 21 53 29 30 784 51 23 24 21 773 21 38 33 20 40
internal_value=0 0.000698072 0.00123479 0.000962438 0.000562621 0.00124881 0.000633782 0.0012752 0.000712386 0.000895008 0.000660729 0.00113387 0.00113277 0.00116243 0.00126445 0.00127556 0.00109507 0.00114672 0.000610838 0.00128414 0.000428266 0.000310651 0.000670444 0.00131649 0.00130975 0.00098541 0.000752165 0.000240222 0.000160384 0.00118995
internal_weight=0 673 2448 228 445 2351 347 1912 251 97 221 439 144 398 1833 1675 76 158 192 1599 96 98 84 815 794 50 60 75 53 121
internal_count=3121 673 2448 228 445 2351 347 1912 251 97 221 439 144 398 1833 1675 76 158 192 1599 96 98 84 815 794 50 60 75 53 121
is_linear=0
shrinkage=0.00196078


Tree=4848
num_leaves=31
num_cat=0
split_feature=1 2 454 1447 4 51 3 3 2 4 3 11 11 52 479 1 0 1444 1456 1 1454 1208 1209 2 49 1455 1451 16 4 2
split_gain=0.1838 0.061101 0.060908 0.0550893 0.0614509 0.060867 0.0532944 0.0945054 0.0569088 0.0565998 0.0537341 0.0469961 0.0877609 0.0872266 0.0484689 0.0459179 0.0705694 0.0784955 0.0699867 0.0921261 0.0592149 0.0630602 0.0884218 0.0581445 0.0744116 0.0573196 0.0524177 0.0517426 0.0627754 0.0575586
threshold=0.11866500000000001 0.10188000000000001 -0.037229999999999992 -0.073059999999999986 -0.50427999999999995 0.14780500000000005 -0.096099999999999977 -0.13927999999999999 0.11548000000000001 0.42642000000000008 -0.028564999999999997 0.079915000000000014 0.085155000000000022 -1.0000000180025095e-35 0.11327500000000001 0.080270000000000022 -0.15350499999999997 -0.083144999999999983 -0.071109999999999993 0.083835000000000007 0.079885000000000012 0.10233500000000001 -0.038154999999999994 0.089885000000000007 -0.028954999999999998 0.10625500000000002 0.078660000000000022 0.19444000000000003 -0.39518999999999993 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 -5 6 7 8 -6 10 -8 14 -13 -14 15 16 -1 -18 -17 -20 21 22 -21 -24 -25 26 27 28 -19 -30
right_child=-2 2 3 4 5 -7 9 -9 -10 -11 -12 12 13 -15 -16 18 17 25 19 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0099535315722713014 0.0014736281869111489 -0.0022557769824440282 -0.0018129837663201172 0.0077331860234299971 0.004466420050523774 0.0083164948419752454 0.0042282872549483661 -0.0042560702630838098 -0.0007352097863049219 0.0081883123144507412 0.0018996918654783407 0.010188739870985349 0.0080174024416399866 -0.0010970344459305384 -0.00083393869019346325 0.0067975582097303776 -0.00185084376251325 0.0097816756531677179 -0.0026598393943948816 -0.0026284967626755435 0.0070418520442520581 0.0085367162512349232 0.0036183222883320789 0.0033731261343770734 -0.0034596492486473709 -0.00084849897772073754 0.0088256748102139692 0.0018097324757504144 0.0043424433161358056 0.0076305668273042625
leaf_weight=23 352 21 21 31 58 22 222 26 33 24 179 36 21 21 20 58 20 23 26 27 42 21 476 37 28 20 28 70 1079 56
leaf_count=23 352 21 21 31 58 22 222 26 33 24 179 36 21 21 20 58 20 23 26 27 42 21 476 37 28 20 28 70 1079 56
internal_value=0 0.00389961 0.00304023 0.00322077 0.00339843 0.00316018 0.00295088 0.00106096 0.00258011 0.00347116 0.00318884 0.00415638 0.00656567 0.00346018 0.00406488 0.00411305 0.00446287 0.00436543 0.00346772 0.00317376 0.00341413 0.00315545 0.00295649 0.00323523 0.000429777 0.00446287 0.00454744 0.00444989 0.00460949 0.00450468
internal_weight=0 2769 637 616 595 564 542 117 91 425 401 2132 78 42 2054 2034 1319 1296 715 657 631 589 568 541 65 1276 1256 1228 1158 1135
internal_count=3121 2769 637 616 595 564 542 117 91 425 401 2132 78 42 2054 2034 1319 1296 715 657 631 589 568 541 65 1276 1256 1228 1158 1135
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=31
num_cat=0
split_feature=4 3 457 14 1 52 4 4 3 15 3 15 3 12 15 14 0 475 4 51 123 1209 479 483 484 159 16 11 13 43
split_gain=0.15514 0.0549528 0.0543351 0.0527097 0.0646623 0.0469146 0.0559768 0.0449618 0.0963293 0.0796271 0.055487 0.0902054 0.0547199 0.0419616 0.043293 0.071075 0.0804539 0.141514 0.0540665 0.0551818 0.0619942 0.0496297 0.0490176 0.0527661 0.0699566 0.0700167 0.0670047 0.0593146 0.0639434 0.0520487
threshold=0.27044500000000005 0.63141500000000017 0.31508000000000008 -0.24175999999999997 0.14173500000000003 0.039215000000000007 0.50500500000000004 0.50194500000000009 -0.14186499999999996 -0.41942499999999994 0.076840000000000006 -0.46471999999999997 0.13524500000000003 0.15120000000000003 1.0000000180025095e-35 0.081185000000000021 -0.13027499999999997 -0.068264999999999978 0.022185000000000003 0.087505000000000013 0.082585000000000006 0.091045000000000001 0.10713500000000002 0.11494000000000001 0.079595000000000013 0.13642500000000002 0.023255000000000001 0.075910000000000019 0.030370000000000005 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 13 7 -7 9 -9 -2 11 -10 -11 14 15 16 17 -5 19 20 -19 -18 23 24 25 27 -26 29 -29 -16
right_child=1 -3 -4 4 -6 6 -8 8 10 12 -12 -13 -14 -15 22 -17 21 18 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0080475828646180726 -0.0061223761714063593 -0.003770114062353969 -0.00071258277477075657 -0.0066410700613189315 -0.0010174436374537407 0.0068039373696699521 0.0015656521362389494 0.0086933986702933917 0.0031486166791771263 0.0018040665889143823 0.0044158529564704034 -0.0040835323450820783 -0.003551660241403928 -0.00042158457128187784 0.0042418747279521383 0.0087667889667816627 0.0035041072928248223 -0.0029163503265451818 0.0057752784879994586 0.0045152539821086274 0.0034547891739445426 -0.0010862491821171717 0.0083597134391311563 -0.00031902358335043706 0.010099399391199566 -0.0018217976399076481 0.0028803439741022889 0.01000324719952363 0.0032194528195153304 0.0025578602480389747
leaf_weight=26 20 20 30 21 31 34 51 20 34 93 34 35 24 26 750 23 1265 42 32 31 24 24 26 28 36 21 20 33 24 243
leaf_count=26 20 20 30 21 31 34 51 20 34 93 34 35 24 26 750 23 1265 42 32 31 24 24 26 28 36 21 20 33 24 243
internal_value=0 0.00132605 0.00351998 0.00356656 0.00352341 0.00162148 0.00366097 0.00095472 0.00234257 -0.000291308 0.0011094 -0.000519865 0.000705456 0.00357615 0.00361547 0.00325172 0.00316357 0.00097165 0.00221093 0.00103506 -0.000599572 0.00341864 0.00406578 0.00396912 0.00407566 0.0038955 0.00752117 0.00400985 0.00714691 0.00382977
internal_weight=0 365 2756 2726 2700 345 85 260 123 137 103 69 117 2669 2643 1462 1439 150 129 97 66 1289 1181 1155 1127 1071 56 1050 57 993
internal_count=3121 365 2756 2726 2700 345 85 260 123 137 103 69 117 2669 2643 1462 1439 150 129 97 66 1289 1181 1155 1127 1071 56 1050 57 993
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=31
num_cat=0
split_feature=96 2 131 2 447 147 147 34 4 0 0 0 2 152 1205 15 15 50 43 40 2 48 51 51 1446 3 13 12 151 157
split_gain=0.129624 0.114183 0.053454 0.120763 0.0513041 0.0596318 0.0647321 0.0510436 0.0528845 0.0469247 0.0725435 0.0623465 0.0449048 0.0479753 0.0481936 0.0422953 0.0575279 0.0568443 0.0555124 0.0647043 0.0550711 0.0579601 0.0754633 0.133146 0.0501982 0.0619859 0.0653499 0.051017 0.0459643 0.093266
threshold=0.088850000000000026 0.13404500000000005 0.090030000000000013 0.31358000000000003 0.09481500000000001 0.097985000000000017 0.090635000000000007 -0.11726499999999999 0.40124500000000002 -0.074824999999999989 -0.10474999999999998 -0.062294999999999996 0.12844500000000003 0.087525000000000006 0.09993500000000001 -0.11033999999999998 -0.093959999999999988 0.094920000000000018 -0.11720999999999999 -0.079179999999999987 0.121465 0.093015000000000014 0.11794000000000002 0.095050000000000009 0.088500000000000009 -0.086424999999999988 -0.083894999999999983 0.089300000000000004 -0.090369999999999992 -0.086244999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 6 7 -1 12 10 -3 -11 13 14 15 18 17 -17 -9 -20 21 24 23 -23 28 -26 -27 -28 29 -18
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 11 -12 -13 -14 -15 -16 16 20 -19 19 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0079142255981898193 -0.0043837843670189612 0.0014454333796276757 0.0043944914756040721 -0.0062465134486556053 -0.0010897227296871798 0.0083979339994998143 -0.0013006409411900678 0.0092870491232884961 0.0013448693485917978 0.0071745785842226312 -0.0056430492636123254 0.0012486923559386607 0.0078936746964852027 -0.0013991462024436757 -0.0015989856421947482 0.00068080239989925964 0.001047774102410366 0.006375121376477182 -0.0012973657413385808 0.004690096537406381 -0.0013281776104122401 0.0018667223825077736 0.0054753801334769502 -0.007430881664622576 0.010688031213358045 0.0093958383239805699 -0.0001097760225335757 0.0057722058917941722 0.0032989198680209901 0.0080136308822323348
leaf_weight=23 24 42 37 25 28 22 32 23 148 22 22 92 21 22 20 142 29 20 20 185 25 67 31 20 20 20 30 29 1823 57
leaf_count=23 24 42 37 25 28 22 32 23 148 22 22 92 21 22 20 142 29 20 20 185 25 67 31 20 20 20 30 29 1823 57
internal_value=0 0.00299379 0.000898812 0.000261669 0.00316978 0.00321193 0.00317129 0.00322286 0.00318365 0.00117574 -0.000991233 0.00239228 0.00328816 0.00325071 0.00329066 0.00332914 0.00320105 0.0013838 0.00462861 0.00410595 0.00333792 0.00339279 0.00123889 -0.000270658 0.00351936 0.00571493 0.00445592 0.00278137 0.0034055 0.00566468
internal_weight=0 3097 240 203 2857 2829 2807 2775 2752 178 64 114 2604 2583 2561 2541 2313 162 228 205 2151 2126 118 87 2008 99 79 59 1909 86
internal_count=3121 3097 240 203 2857 2829 2807 2775 2752 178 64 114 2604 2583 2561 2541 2313 162 228 205 2151 2126 118 87 2008 99 79 59 1909 86
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=31
num_cat=0
split_feature=1 3 2 4 0 3 2 43 14 2 2 1 0 47 1 13 13 1 39 12 4 43 52 1 16 0 0 4 475 0
split_gain=29.1094 3.62953 3.08643 2.00962 1.64482 1.60381 1.46981 1.23049 0.780793 0.760078 0.750988 0.694367 0.504973 0.687205 0.499888 0.456187 0.45358 0.404146 0.396422 0.391065 0.376591 0.33603 0.33152 0.305735 0.291074 0.289664 0.270715 0.265872 0.254233 0.461233
threshold=0.10752500000000002 -0.059315 0.099515000000000006 0.27834500000000006 -0.13027499999999997 0.31534000000000006 -1.0000000180025095e-35 -0.025214999999999998 0.062655000000000016 0.15109000000000003 0.11177500000000001 0.094090000000000021 -0.11173999999999999 0.078875000000000015 0.083135000000000014 -0.14179999999999995 -0.47860499999999995 0.099400000000000002 0.096625000000000016 0.087695000000000009 -0.019614999999999997 -0.00045499999999999995 -0.56176499999999996 0.122715 -0.008904999999999998 -0.081894999999999982 -0.14116499999999996 -0.51843499999999987 -0.07550999999999998 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 23 17 7 11 18 12 15 -9 -1 13 14 -8 -6 -7 -4 25 27 -12 -5 -17 -2 26 -3 -22 -14 -24 -30
right_child=1 5 4 21 9 16 8 10 -10 -11 20 -13 19 -15 -16 22 -18 -19 -20 -21 24 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010250792833947614 0.0010157289546262056 0.00036761254068131278 0.00087215604550134728 0.00038739174596426606 0.00069977817004746523 0.00033379812585410329 0.0010462126061921851 0.00088678895453222443 0.0012860932104128459 0.00060003176835877775 0.00081471372998374349 0.0006669059369589209 0.0013354410194273394 0.0012522833777582117 0.00078217425228406989 0.001173153047404974 4.5855045739165108e-05 0.0005890360157638255 0.00028483173441097782 0.0010677026863949001 0.00072463218780124885 0.00065409928485472878 0.0011172903207392474 0.00078185975219124959 0.00034212420960020153 0.00058061832165752698 0.00047243141400788087 0.0011213833435999357 0.00099260568471523105 0.00079784433615683514
leaf_weight=38 83 45 28 32 21 58 51 39 78 21 20 46 23 27 60 37 33 63 63 912 30 42 45 29 26 54 36 742 283 56
leaf_count=38 83 45 28 32 21 58 51 39 78 21 20 46 23 27 60 37 33 63 63 912 30 42 45 29 26 54 36 742 283 56
internal_value=0 0.000562852 0.00104649 0.000789506 0.000917143 0.000458502 0.00108274 0.000525115 0.001094 0.000964508 0.000652455 0.000828937 0.00108574 0.000971732 0.000903489 0.000981825 0.000229379 0.00067615 0.000406422 0.00109513 0.000570857 0.000538766 0.000995894 0.000955174 0.000517845 0.000483798 0.000587068 0.00112782 0.000978814 0.000960433
internal_weight=0 590 2531 186 554 404 1977 313 1893 463 151 84 1815 138 111 442 91 91 162 1677 112 74 421 112 92 99 66 765 384 339
internal_count=3121 590 2531 186 554 404 1977 313 1893 463 151 84 1815 138 111 442 91 91 162 1677 112 74 421 112 92 99 66 765 384 339
is_linear=0
shrinkage=0.00196078


Tree=4852
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 51 2 49 14 14 43 49 4 150 13 3 43 3 2 1 132 1 1 16 0 47
split_gain=26.1775 3.02007 2.67396 1.63166 1.5333 1.51268 1.00678 0.796821 0.902966 0.682377 0.780665 0.519662 0.496944 0.480459 0.421512 0.411675 0.380915 0.366276 0.363577 0.320688 0.360298 0.302548 0.293606 0.292552 0.290596 0.386929 0.279583 0.253712 0.249031 0.231765
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.10124500000000002 0.27834500000000006 0.14753000000000002 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.10056999999999998 0.113445 0.12497000000000001 0.076175000000000007 0.062655000000000016 -0.066504999999999995 -0.012034999999999999 -0.0086549999999999978 0.09487000000000001 -1.0000000180025095e-35 0.095270000000000007 -0.083134999999999987 0.12745000000000004 0.087470000000000006 0.12958500000000003 0.088890000000000011 0.15799000000000005 0.12000500000000001 -0.078464999999999993 -0.13027499999999997 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 15 7 12 26 23 -1 13 16 28 14 22 -2 27 -16 -10 20 -5 -20 -11 -9 25 -7 -3 -8 -4 -17
right_child=1 5 6 19 -6 24 11 8 18 10 -12 -13 -14 -15 17 29 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010567382818051413 0.00059528608190114883 0.00049772413624024473 0.00083979565289712726 0.00061072524021319645 0.00048652263324920955 0.00021739097038174377 0.0010434761614191766 0.00095016113922345236 0.00040026993954715831 0.00051922031268211819 0.0004626571262876193 0.00074149953811552974 0.0012208948424760845 0.0011420230615266506 0.00092829520481819755 0.0010342147807142726 0.00087706092812214601 0.00064423620513658607 0.00047780096332649552 0.00072320423338537903 0.00028081699237957893 0.0007409323370788527 0.00080123160618777371 0.00062249642668985852 0.00038440120513634306 -0.00010108721606871661 0.00025059234823221455 0.00094840436164802416 0.0010178101031713706 0.00083032539108059058
leaf_weight=67 20 24 31 35 74 55 145 22 104 22 20 51 46 22 137 34 223 20 42 39 20 28 40 20 23 20 66 422 1191 58
leaf_count=67 20 24 31 35 74 55 145 22 104 22 20 51 46 22 137 34 223 20 42 39 20 28 40 20 23 20 66 422 1191 58
internal_value=0 0.00049879 0.000957427 0.00081495 0.000705541 0.000403603 0.000985936 0.000471503 0.000536089 0.000880221 0.000834908 0.000933331 0.00102083 0.0008658 0.000838051 0.000850249 0.000945716 0.000892109 0.000473804 0.000587199 0.000490759 0.000583054 0.000701163 0.00079413 0.000191592 0.000132463 0.000316494 0.000972717 0.00101329 0.000905676
internal_weight=0 590 2531 422 186 404 2109 306 216 328 261 841 1268 241 219 112 790 157 174 94 55 70 62 42 98 75 90 567 1222 92
internal_count=3121 590 2531 422 186 404 2109 306 216 328 261 841 1268 241 219 112 790 157 174 94 55 70 62 42 98 75 90 567 1222 92
is_linear=0
shrinkage=0.00196078


Tree=4853
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 2 3 1 3 1 2 1 14 4 47 2 0 15 1 11 15 51 156 4 1 12 43 4 1 13
split_gain=26.679 4.04572 2.41413 1.87116 1.48494 1.40804 1.27043 0.86214 0.80456 0.828417 0.69016 0.512268 0.495865 0.48341 0.436604 0.380615 0.370615 0.505934 0.35198 0.348484 0.281141 0.274222 0.321511 0.263374 0.558877 0.290074 0.27511 0.257781 0.234982 0.234976
threshold=0.10508500000000001 -0.053259999999999995 -0.029094999999999999 0.27834500000000006 0.36766000000000004 0.13712500000000002 0.31370500000000007 0.09253500000000002 0.076840000000000006 0.13075500000000004 0.092235000000000025 0.122185 0.062655000000000016 -0.029144999999999997 0.10648500000000001 0.094835000000000017 -0.10096999999999999 -0.12255999999999999 0.15471500000000002 1.0000000180025095e-35 -0.053579999999999996 0.081440000000000026 0.013700000000000002 -0.013125 0.089770000000000016 0.090285000000000018 0.05259500000000001 0.056795000000000005 0.091195000000000012 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 11 5 10 8 15 9 14 12 -2 16 -10 29 -1 17 -4 -8 23 -17 22 -19 26 25 -25 -12 -15 -18 -3
right_child=1 6 4 -5 -6 -7 18 -9 13 -11 19 -13 -14 27 -16 20 28 21 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010679100703330062 0.00094289328012846208 0.00051516986281519201 0.0011528162481824645 0.00051392332565860079 0.0005262676490187016 0.00062325782920123372 0.00030330295824196855 0.0005730309531846383 0.00082585466565958463 0.00024231981431298397 0.0010099282386165202 0.00066838303377858295 0.0011957758498907674 0.00036607313010038117 0.00075303575981893107 0.00089820725660698082 0.0010392218782828689 0.0010299449735412412 4.2676469399042553e-05 0.0010791878659667069 0.00060240130716748711 0.00070083500890463009 0.00073900472274318477 0.0010172260920088354 0.00057759812040090119 0.00087596072908385726 0.00088038777259832044 0.00059417832021911945 0.00096554900627799387 0.00032069985556957962
leaf_weight=26 113 71 27 85 26 38 76 69 29 75 236 34 64 25 22 30 1172 40 27 74 21 32 23 79 20 191 86 80 194 36
leaf_count=26 113 71 27 85 26 38 76 69 29 75 236 34 64 25 22 30 1172 40 27 74 21 32 23 79 20 191 86 80 194 36
internal_value=0 0.000535895 0.000976702 0.000745498 0.000992209 0.000997532 0.000425629 0.000732202 0.000483725 0.000406191 0.00100389 0.000879401 0.00102678 0.00060176 0.000501465 0.000874835 0.00101951 0.000915964 0.000234983 0.000952096 0.000776405 0.000848649 0.000923729 0.000936728 0.000893867 0.000917294 0.00097533 0.000539868 0.00102876 0.000449741
internal_weight=0 673 2448 232 2302 2276 441 146 338 204 2238 147 1552 134 129 77 1488 122 103 686 51 95 63 612 290 270 322 105 1366 107
internal_count=3121 673 2448 232 2302 2276 441 146 338 204 2238 147 1552 134 129 77 1488 122 103 686 51 95 63 612 290 270 322 105 1366 107
is_linear=0
shrinkage=0.00196078


Tree=4854
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 2 3 4 4 14 0 1 0 12 2 150 14 0 1 4 14 43 2 43 2 0 0 4 475 47
split_gain=26.5894 3.54073 2.76499 2.00151 1.96952 1.0527 1.02052 0.99539 0.949203 0.842842 0.695665 0.65098 0.605119 0.531605 0.493758 0.434431 0.368391 0.645376 0.579109 0.377205 0.330165 0.315612 0.315163 0.257457 0.443841 0.376191 0.255896 0.29319 0.238587 0.208591
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.085055000000000006 0.14122000000000004 0.31370500000000007 0.25615500000000008 0.36766000000000004 0.076975000000000002 -0.13027499999999997 0.09253500000000002 -0.026509999999999995 -0.42850999999999995 0.13754500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.0061450000000000003 -0.41790499999999997 -0.080324999999999994 0.15950500000000004 -0.04890499999999999 0.11177500000000001 -0.081894999999999982 -0.084044999999999995 -0.55119499999999988 -0.066784999999999983 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 23 10 8 29 12 16 15 -4 14 -8 -3 -5 -1 18 -18 26 -10 -13 -15 25 -25 -2 -19 -28 -12 -6
right_child=1 6 11 5 7 -7 13 -9 20 -11 28 21 -14 22 -16 -17 17 19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012744718030387281 0.00028348512638377892 0.00079967459915436089 0.0009116582391996284 0.00087007038502229586 0.0010879875514272351 0.0005891535348748403 0.00038700656530462338 0.00058567402680268063 0.00054376398245382256 0.0012342619827759812 0.0010520722033862011 0.00066277736469226719 0.00029116890301891405 0.00019822164944272635 0.00046564302056860087 0.00052009217499517926 0.0010182511145061103 0.0010660062410543811 0.00076512100962864587 0.00092471064080650955 0.00026983490374534548 0.00038090794930716298 -0.00010664348599273519 0.00085668304466946237 0.00054303542160776918 0.00056633751472653037 0.0012341402477417252 0.0010098082189882378 0.00092428540296603603 0.00089401248834707059
leaf_weight=22 29 46 34 30 39 41 34 34 21 75 68 56 20 32 27 25 69 695 70 122 87 21 22 22 82 48 23 857 323 47
leaf_count=22 29 46 34 30 39 41 34 34 21 75 68 56 20 32 27 25 69 695 70 122 87 21 22 22 82 48 23 857 323 47
internal_value=0 0.000526059 0.00098829 0.00100217 0.000674898 0.000889825 0.00037104 0.000869692 0.000448137 0.00103047 0.000917465 0.000685684 0.000593342 0.000194945 0.000676129 0.000710989 0.00102225 0.00101923 0.000890776 0.00102975 0.000323099 0.000585904 7.40173e-05 0.000545752 0.000609384 0.000459809 0.00103788 0.00101567 0.000946509 0.000981978
internal_weight=0 590 2531 2420 301 487 289 120 201 1933 446 111 93 88 73 55 1858 1836 139 1697 108 77 54 181 104 77 1575 880 391 86
internal_count=3121 590 2531 2420 301 487 289 120 201 1933 446 111 93 88 73 55 1858 1836 139 1697 108 77 54 181 104 77 1575 880 391 86
is_linear=0
shrinkage=0.00196078


Tree=4855
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 4 4 42 4 14 3 1 0 13 43 13 3 3 1 2 12 48 131 4 484 4 47 4 3
split_gain=21.5936 3.5965 1.96671 1.82495 1.52293 1.07399 0.944111 0.840809 0.828758 0.525578 0.516805 0.729231 0.389602 0.384531 0.301582 0.294403 0.29058 0.242677 0.224246 0.233285 0.221694 0.216371 0.213269 0.21309 0.207513 0.503165 0.202712 0.200972 0.320657 0.194592
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 -0.080389999999999989 0.088105000000000003 0.13404500000000005 0.40124500000000002 0.40473500000000007 -0.0060199999999999993 -0.073934999999999987 -1.0000000180025095e-35 0.092670000000000016 0.14860500000000001 -0.085669999999999982 -0.016469999999999995 -0.080324999999999994 -0.081829999999999986 -0.14477499999999996 -0.15327499999999997 0.086105000000000015 0.14530500000000005 -0.088589999999999988 0.092475000000000016 0.09031500000000002 -0.50262499999999988 0.085595000000000018 0.053180000000000012 0.090100000000000013 0.41555500000000006 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 8 20 6 9 -6 -1 13 -11 16 14 18 21 -10 26 -18 -5 -20 27 -4 24 -2 29 -26 -12 -3 -29 -15
right_child=1 2 12 5 7 -7 -8 -9 15 10 11 -13 -14 22 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00087536179635371145 0.00098199982668648457 0.00043586641450457398 0.00042341182349261893 0.0011500054212776843 0.00081770782077985541 0.00061929252376185866 0.00052579210186985866 0.00046865826612174541 0.00059045973181643004 0.0011584548345924548 0.00094742223966838297 0.00060523878031668542 0.00015441296803364655 0.0011564118198069539 0.0004844535978453851 0.00030250662901237899 0.00065387866879795115 0.00087299246582112793 0.0010119657900854952 0.0008214846745143834 0.00026951474550307962 0.00019617040528684389 0.00074068746908241524 0.00075953630372589708 0.00093150621628058114 0.00065284900361641137 0.0008450306674268476 0.00068604602934169601 0.00037788145007595182 0.00095896818502966285
leaf_weight=35 49 220 24 39 83 49 24 39 43 27 406 35 65 28 39 20 20 686 211 28 25 49 23 25 596 26 91 34 21 61
leaf_count=35 49 220 24 39 83 49 24 39 43 27 406 35 65 28 39 20 20 686 211 28 25 49 23 25 596 26 91 34 21 61
internal_value=0 0.000499031 0.000448651 0.000895607 0.000521415 0.00090654 0.000912657 0.000706126 0.000633445 0.000916734 0.00089009 0.000884237 0.000275168 0.00095004 0.000345249 0.000499046 0.000892354 0.000866785 0.00101215 0.00098965 0.000446299 0.00027088 0.000926518 0.000906843 0.000932529 0.000919858 0.000928674 0.00046237 0.000568383 0.00102109
internal_weight=0 673 599 2448 422 2350 2301 122 98 2277 1265 1238 177 1012 112 63 1203 706 278 239 300 73 734 74 711 622 497 275 55 89
internal_count=3121 673 599 2448 422 2350 2301 122 98 2277 1265 1238 177 1012 112 63 1203 706 278 239 300 73 734 74 711 622 497 275 55 89
is_linear=0
shrinkage=0.00196078


Tree=4856
num_leaves=31
num_cat=0
split_feature=1 4 11 2 2 3 12 14 16 4 51 2 3 12 2 45 447 12 1 1455 483 52 1447 133 160 160 49 3 15 1456
split_gain=0.505959 0.134703 0.115227 0.10546 0.135512 0.0875702 0.0849424 0.079733 0.112624 0.0802676 0.0639884 0.0604697 0.0501276 0.0593754 0.0828884 0.0588257 0.0663181 0.0496367 0.0478748 0.0477634 0.0524536 0.0488757 0.0837774 0.0694795 0.0667977 0.0881085 0.071619 0.104336 0.0708524 0.102938
threshold=0.10124500000000002 -0.39518999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.092465000000000006 -0.22253999999999999 -0.078844999999999985 0.51303500000000013 -0.047599999999999996 0.13404500000000005 0.10299500000000002 0.11734000000000001 0.10444500000000002 0.081955000000000014 0.089095000000000021 0.11527000000000001 0.10638500000000002 0.10563500000000002 -0.067254999999999995 0.11277500000000001 -0.085684999999999997 -0.0084449999999999994 -0.089744999999999978 -0.088079999999999978 0.093835000000000016 -0.07908999999999998 -0.092489999999999989 0.079435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 10 -3 4 5 -4 -6 8 -5 -10 18 12 13 15 -15 16 17 19 -2 21 -21 24 -23 -24 28 -26 -27 -28 -1 -30
right_child=1 2 3 7 6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.00507909469306469 0.0086345815288950689 -0.0039282659266609695 0.0077604635361710507 0.011144568618386985 0.011384726086488137 0.0015120959377405471 0.0059193932930273674 0.0020522818144529061 0.0061019111851540707 -0.0018067016218126465 0.011368808737461223 0.0034678485529611308 0.0038863406424643472 0.0081634279631284043 -0.00035866404790431264 0.012560588844353333 0.0021871512531544323 0.012012123360875107 0.002176320913184265 0.0063975500065134834 0.013154329710070873 0.00044663535932508804 0.010416076119007493 0.0057540158062499569 0.00079564791257408533 0.0074109468525862922 0.0075990811199909665 0.0029934554674821956 0.009002138824051811 0.016736500634049828
leaf_weight=29 24 20 29 25 39 99 105 324 33 21 32 49 50 21 25 20 27 21 22 20 27 26 37 235 22 1441 102 95 79 22
leaf_count=29 24 20 29 25 39 99 105 324 33 21 32 49 50 21 25 20 27 21 22 20 27 26 37 235 22 1441 102 95 79 22
internal_value=0 0.00399432 0.00355209 0.00377373 0.00529519 0.00292774 0.00739959 0.00274684 0.0055954 0.00302634 0.00793476 0.00694394 0.00701803 0.00708765 0.00353186 0.0071619 0.00711244 0.00717412 0.00554585 0.00712653 0.0102791 0.00705557 0.0058698 0.00638819 0.00725298 0.00708203 0.00716646 0.00537809 0.00943589 0.0106869
internal_weight=0 773 695 675 272 128 144 403 79 54 78 2348 2299 2249 46 2203 2183 2156 46 2135 47 2088 298 272 1790 1660 1638 197 130 101
internal_count=3121 773 695 675 272 128 144 403 79 54 78 2348 2299 2249 46 2203 2183 2156 46 2135 47 2088 298 272 1790 1660 1638 197 130 101
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 4 47 2 4 14 11 1 4 47 1 15 10 43 12 14 16 131 4 1375 3 0
split_gain=34.8489 5.54322 3.37622 3.115 2.03088 1.62082 1.33887 0.971717 0.935875 0.92755 0.875083 0.62771 0.606052 0.597505 0.439932 0.417119 0.752214 0.341541 0.339855 0.305068 0.374458 0.267712 0.263237 0.245764 0.209319 0.19908 0.189035 0.184519 0.167928 0.167238
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.09253500000000002 0.089885000000000007 0.40473500000000007 0.13082500000000002 0.14753000000000002 0.27834500000000006 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 0.090540000000000023 -0.41942499999999994 -0.38124499999999995 -0.14792499999999997 0.095780000000000018 -0.41790499999999997 -0.49446999999999991 0.09055500000000001 -0.0070899999999999991 0.083830000000000002 -0.10831999999999999 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 17 6 8 -5 13 26 11 12 -4 18 15 22 -17 -3 -1 -13 -21 -16 27 -14 -25 -2 -6 28 -10 -7
right_child=1 2 10 7 9 29 -8 -9 14 -11 -12 19 23 -15 21 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012236522319055395 0.0012300631808391308 0.00059218718086618584 0.00067393105659706927 0.0010820723013069389 0.0012371821000295526 0.00094268863187329231 0.00072021315032555391 0.00067075597631886775 0.0010215830719690555 0.00066985079884723895 0.0007270079617406808 0.00041013545272232708 0.00056918132517584197 0.0014104731081331556 0.0010803396782266491 0.0012052292875549039 0.00077124114450166105 0.00080821108885344053 0.0011428454086607864 0.00034658083421926867 2.165644286577803e-05 0.0013364913982352752 0.0010898125494915633 0.00046371816733137234 0.00026904861919565658 0.0010103225682600886 0.0010154974811217364 0.0013362086210511022 0.0011673574931627777 0.00071040431703377638
leaf_weight=1092 51 191 40 34 21 22 24 63 33 30 34 32 24 59 21 28 34 33 245 25 30 62 299 35 54 23 50 23 383 26
leaf_count=1092 51 191 40 34 21 22 24 63 33 30 34 32 24 59 21 28 34 33 245 25 30 62 299 35 54 23 50 23 383 26
internal_value=0 0.000655474 0.000592927 0.00115927 0.000728092 0.00117348 0.00118091 0.000814929 0.00118576 0.000958923 0.000432603 0.000390895 0.000466512 0.00121737 0.0011358 0.00112171 0.000967236 0.000624012 0.00120884 0.000257914 0.000169349 0.00127168 0.00113468 0.000393089 0.000345604 0.00116177 0.00108107 0.00116525 0.00115579 0.000816868
internal_weight=0 673 599 2448 325 2351 2303 97 2279 101 274 240 153 1396 883 800 62 224 1337 87 55 83 738 113 89 74 71 439 416 48
internal_count=3121 673 599 2448 325 2351 2303 97 2279 101 274 240 153 1396 883 800 62 224 1337 87 55 83 738 113 89 74 71 439 416 48
is_linear=0
shrinkage=0.00196078


Tree=4858
num_leaves=31
num_cat=0
split_feature=1 3 4 12 0 2 159 133 2 484 42 14 15 15 51 16 48 52 3 49 1451 49 2 50 447 49 0 2 48 1454
split_gain=0.533309 0.138761 0.11084 0.064948 0.0617668 0.0615669 0.0614393 0.0591046 0.0778665 0.083515 0.0934058 0.0943605 0.0808993 0.0722098 0.0658426 0.066349 0.11202 0.0600769 0.0527201 0.0504814 0.0573846 0.0636352 0.0808691 0.0633023 0.0553066 0.0535267 0.0806512 0.0795391 0.0502274 0.0483206
threshold=0.10124500000000002 0.31370500000000007 -0.015039999999999998 -0.42850999999999995 0.22582000000000002 0.15950500000000004 0.082585000000000006 0.089200000000000015 1.0000000180025095e-35 -0.067484999999999989 -0.019989999999999997 -0.22253999999999999 -0.41942499999999994 -0.11033999999999998 0.095050000000000009 -0.42170999999999997 0.085485000000000019 -0.024714999999999997 0.10732000000000001 0.11560500000000001 0.089825000000000002 0.11136000000000001 0.13501500000000002 -0.23848499999999997 0.089095000000000021 0.18307500000000002 -0.080499999999999988 0.11824000000000001 0.13504500000000005 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -3 18 -5 28 8 12 -10 -11 -12 -4 -14 15 -13 -17 -9 19 20 21 22 23 -1 29 26 -21 -28 -2 -25
right_child=1 3 7 5 -6 -7 -8 17 9 10 11 14 13 -15 -16 16 -18 -19 -20 25 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.012948598042130471 0.0080450086444766779 0.0042327215416090832 0.0018471762907746082 0.0010119471383286114 0.0016444496251642703 -0.0054199295986274432 0.0022638887287703929 -0.0029392937904365525 -0.002776046560722448 -0.0022174563193086373 0.0086027710889042784 0.004145133599576893 0.012859805808402597 0.0062606255593469625 0.0087227475910913212 -0.0058990887429986507 0.0040080410186201336 0.0031154725774142304 0.0037147208238907515 -0.00017603992089099284 0.011899805806543944 0.012574708460907342 0.001254922172731974 0.0072759374235521913 0.0021897371550516085 0.0093487536668992385 0.0096446597774929345 0.002801547171548009 0.0027036088833119719 0.010626006716814698
leaf_weight=20 147 35 34 46 20 22 27 23 21 23 44 91 20 97 20 21 25 57 42 29 28 23 22 2005 21 26 33 35 20 44
leaf_count=20 147 35 34 46 20 22 27 23 21 23 44 91 20 97 20 21 25 57 42 29 28 23 22 2005 21 26 33 35 20 44
internal_value=0 0.00414972 0.00467504 0.000732586 0.00717801 -0.00106895 0.00668976 0.00385392 0.00435476 0.0032539 0.00381921 0.00450997 0.00614093 0.00738869 0.00336294 0.00258049 -0.000514779 0.00137473 0.00722555 0.00729006 0.00740212 0.00734313 0.00728616 0.00734964 0.00729555 0.00531943 0.00423941 0.00612247 0.00740532 0.00734788
internal_weight=0 773 670 103 2348 68 194 476 396 245 224 201 151 117 157 137 46 80 2328 2286 2163 2135 2112 2090 2070 123 97 68 167 2049
internal_count=3121 773 670 103 2348 68 194 476 396 245 224 201 151 117 157 137 46 80 2328 2286 2163 2135 2112 2090 2070 123 97 68 167 2049
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 1 2 2 4 0 49 1 4 49 150 1 50 12 4 4 3 157 40 1 15 151 1
split_gain=60.3061 9.87781 4.81036 4.68841 2.65959 2.61741 1.73439 1.5926 1.43633 1.39547 1.37146 1.37605 0.944428 1.24604 0.94851 0.854792 0.788708 0.688808 0.677606 0.565554 0.564515 0.532642 0.42393 0.384662 0.381833 0.361085 0.351126 0.338867 0.49273 0.302239
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.099515000000000006 0.14530500000000005 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 -0.062539999999999984 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0082450000000000006 -0.054984999999999992 1.0000000180025095e-35 0.13436000000000001 0.041865000000000006 0.09141500000000001 -0.52556499999999995 0.038415000000000012 -0.14847999999999997 -0.07928499999999998 -0.077714999999999992 0.13075500000000004 -0.41396999999999995 -1.0000000180025095e-35 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 7 6 25 12 -5 17 -8 -12 13 14 -1 20 -2 22 -13 27 21 -14 29 -23 -22 -3 -4 -7 -29 -6
right_child=1 5 26 8 9 19 10 -9 -10 -11 11 18 15 -15 -16 -17 -18 -19 -20 -21 24 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012361440079740617 0.00077642550706253635 0.00037291659977531594 0.00059901695448929583 0.0011249512767004582 0.0011649620592971352 0.00018758833027152601 0.00095100670809449711 0.001550568022041498 0.00062487834168570809 0.00076079637004621058 0.00090154625722248054 0.00049179077681869485 0.0016109577209129265 0.0014303596079850397 0.00086030484086411162 0.0010991111999459693 0.0011725325105381907 0.00084286997934766839 0.00016130150640800763 0.00038251277509495577 0.0009749098217742328 0.0010333790666624612 0.0010683129448544305 0.001307823037896786 0.0012397239818548839 0.00013219985592306829 0.00031839628742697337 0.0001277756029287415 -0.00027809303955755372 0.0013135088577150116
leaf_weight=42 23 46 60 34 189 32 30 76 63 41 29 161 22 35 67 101 121 28 28 23 22 20 127 1076 432 50 24 23 23 73
leaf_count=42 23 46 60 34 189 32 30 76 63 41 29 161 22 35 67 101 121 28 28 23 22 20 127 1076 432 50 24 23 23 73
internal_value=0 0.000559872 0.00089174 0.00122261 0.00124004 0.000389837 0.00047132 0.00127248 0.000800162 0.00110597 0.000557943 0.000503851 0.00126085 0.00110848 0.00100512 0.00127397 0.00110927 0.0011399 0.000442829 0.00011231 0.0012852 0.00130888 0.00116128 0.00130281 0.00122689 0.000247543 0.00051884 3.26349e-05 -7.51587e-05 0.00120635
internal_weight=0 673 228 2448 2351 445 344 1893 97 458 248 218 1817 144 109 1673 144 417 189 101 1572 1118 389 1096 454 96 84 78 46 262
internal_count=3121 673 228 2448 2351 445 344 1893 97 458 248 218 1817 144 109 1673 144 417 189 101 1572 1118 389 1096 454 96 84 78 46 262
is_linear=0
shrinkage=0.00196078


Tree=4860
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 124 376 123 13 2 42 16 9 10 2 457 49 16 16 1419 11 4 16 16 0 15 42 2 1453 43
split_gain=0.607754 0.151033 0.0974609 0.0894763 0.0738412 0.0617102 0.087934 0.0591526 0.0583372 0.0576586 0.0562854 0.0488685 0.0482708 0.0767942 0.0612623 0.0944068 0.050705 0.0576052 0.0493777 0.0455136 0.042297 0.0526181 0.0919278 0.0706882 0.139258 0.0839868 0.122362 0.0857736 0.0792867 0.0690931
threshold=0.10124500000000002 -0.049509999999999992 0.16540500000000002 0.10526500000000001 -1.0000000180025095e-35 -0.076779999999999987 0.084545000000000009 0.084025000000000016 -0.11122999999999998 0.13404500000000005 0.10755000000000002 0.13751500000000003 -1.0000000180025095e-35 -0.0087699999999999983 0.10613000000000002 0.083995000000000014 0.0093850000000000027 -0.25582999999999995 -0.0094449999999999968 0.087140000000000009 0.094815000000000024 -0.49405499999999997 0.19444000000000003 0.0057500000000000008 -0.14226499999999997 -0.0058549999999999991 0.096035000000000023 0.084415000000000004 -0.0087699999999999983 -0.083269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 10 -2 6 7 -1 -6 20 12 -11 13 -3 15 18 -16 -18 -14 -10 21 22 -7 -23 -25 28 27 -27 -26 -30
right_child=1 2 -4 -5 8 9 -8 -9 19 11 -12 -13 14 -15 16 -17 17 -19 -20 -21 -22 23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0051449002763119473 0.00058435319831756801 0.0040877504274249082 -0.0029490710906684399 0.0094065669827008008 0.0021727609880534664 0.015032426382486636 0.0096632911656051867 -0.0015098252799361945 0.0065794448312446732 0.0012973538979336068 -0.00054217881866191564 0.0076465602646666499 0.0062591570297712996 -0.0027205722111587724 0.0039674600772328138 0.0003838795692321252 0.004353380880396193 -0.0020074999468800213 0.012090573620516807 0.011563879556488247 0.0030380466580390932 0.0078281240213406312 0.0080268981992510334 0.014242975059009733 0.0010518656356171482 -0.0039604052948561735 0.0091917230553614608 0.0034894647141781583 0.009639075001259597 0.0060447090969672048
leaf_weight=34 23 37 25 24 28 26 25 22 218 27 38 22 53 30 176 22 24 35 20 20 20 1722 67 21 21 20 30 68 89 134
leaf_count=34 23 37 25 24 28 26 25 22 218 27 38 22 53 30 176 22 24 35 20 20 20 1722 67 21 21 20 30 68 89 134
internal_value=0 0.0042114 0.00313128 0.00346246 0.00602033 0.00744415 0.00473201 0.00253054 0.00649035 0.00754106 0.00313451 0.00414802 0.00348643 0.00103925 0.00398328 0.00612623 0.00311699 0.000579977 0.00785681 0.0069983 0.00761602 0.00765767 0.00998543 0.00755483 0.00632608 0.00586681 0.0036765 0.00179631 0.00692606 0.00747923
internal_weight=0 773 484 459 289 2348 81 56 266 2267 435 49 397 67 330 95 235 59 73 238 2218 2198 93 2105 383 362 118 88 244 223
internal_count=3121 773 484 459 289 2348 81 56 266 2267 435 49 397 67 330 95 235 59 73 238 2218 2198 93 2105 383 362 118 88 244 223
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 14 4 2 4 150 1 2 12 2 1 15 0 15 47 10 4 131 0 43 3 3
split_gain=27.528 4.45743 3.00432 2.50381 1.59581 1.45443 0.846514 0.786255 0.779053 0.763699 0.63826 0.543584 0.524655 0.508043 0.462614 0.777028 0.324222 0.316844 0.260958 0.257101 0.254925 0.484877 0.253259 0.244533 0.204893 0.194733 0.173186 0.250021 0.170094 0.166884
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.087695000000000009 -0.0091949999999999983 0.076935000000000017 -0.41942499999999994 -0.11173999999999999 -0.10469999999999999 0.090100000000000013 -0.38124499999999995 -0.50690499999999983 0.09031500000000002 -0.074824999999999989 -0.084004999999999982 0.084940000000000015 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 22 9 11 -5 13 14 -6 12 -4 18 16 17 20 -16 -7 -13 21 -1 -3 -21 -22 -2 -18 -28 -23 -14
right_child=1 2 6 7 10 8 -8 -9 -10 -11 -12 19 29 -15 15 -17 26 -19 -20 23 24 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011286662602136936 0.0010323149927643214 0.00045711100107237652 0.00052147249243788283 0.00088580876301207082 0.00088321506582021508 0.00088760154689385866 0.00058869760101628861 0.0005158206634049544 0.00063340024569138792 0.0011840983806226031 0.0005496788355088154 0.00027411010306940288 0.00037265952533053586 0.00064620412457948436 0.00072162345937831936 0.00056810809977397088 0.00097932347852734301 0.00096143354717091506 0.0010066094421618836 0.00019628418989333453 0.0011887392394390761 0.00093200878331474229 0.00064566542494895994 -6.6288360972809626e-05 0.0010283196432470131 0.00081964956311618572 0.00074800955423829599 0.00095770037250022177 0.00069343315501012217 0.00020969429669624064
leaf_weight=26 49 190 40 34 71 308 34 63 48 76 32 32 35 29 23 23 573 268 92 25 32 20 32 30 705 25 32 69 27 78
leaf_count=26 49 190 40 34 71 308 34 63 48 76 32 32 35 29 23 23 573 268 92 25 32 20 32 30 705 25 32 69 27 78
internal_value=0 0.000506462 0.000450374 0.000954228 0.000577878 0.000966965 0.000299138 0.000645507 0.000870299 0.00099157 0.000779592 0.000258117 0.000328485 0.000896805 0.000983432 0.000915057 0.0009979 0.000942479 0.000914973 0.000134368 0.00102434 0.000913811 0.00048429 5.30628e-05 0.00103528 0.000960469 0.000966128 0.000891264 0.000794955 0.00026017
internal_weight=0 673 599 2448 325 2351 274 97 477 1874 103 240 153 429 1798 314 1484 291 400 87 810 73 222 55 737 74 674 101 47 113
internal_count=3121 673 599 2448 325 2351 274 97 477 1874 103 240 153 429 1798 314 1484 291 400 87 810 73 222 55 737 74 674 101 47 113
is_linear=0
shrinkage=0.00196078


Tree=4862
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 14 1 47 4 2 49 1 47 4 0 3 3 2 15 48 12 12 2 3 47 457 0 2
split_gain=24.4071 4.07369 2.09714 1.75773 1.23257 1.11356 0.912069 0.953041 0.899055 0.585937 0.437584 0.428376 0.405378 0.359052 0.408237 0.312959 0.336618 0.428011 0.31503 0.297869 0.230735 0.227504 0.368518 0.215185 0.425123 0.199412 0.19654 0.194359 0.378396 0.194072
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.13604000000000002 0.36766000000000004 0.10188000000000001 0.062655000000000016 0.09253500000000002 0.13082500000000002 -0.17966999999999997 0.14960000000000004 -0.054984999999999992 0.11690500000000002 0.10648500000000001 -0.55119499999999988 -0.076579999999999995 0.086245000000000016 -0.12711499999999995 0.094835000000000017 -0.059484999999999989 0.082620000000000013 0.095780000000000018 -0.54415499999999983 0.31098000000000003 0.0022600000000000003 0.090280000000000013 0.096470000000000014 -0.14226499999999997 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 10 6 7 15 19 23 -3 21 -2 14 25 -4 17 -17 -18 -1 -21 22 -8 -6 -25 -12 -14 28 -27 -5
right_child=1 4 5 29 9 -7 11 -9 -10 -11 13 -13 26 -15 -16 16 18 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0010266418056070893 0.00062244095826062594 0.0007362655169190534 0.001192211340048937 0.00063060337519334024 0.0004006437817284095 0.00054903119180188553 0.00098454731324797173 0.0011797556690141266 0.00054764112327422522 0.00057063152131830617 0.00038790221640074631 0.00060195797911567902 0.00098877949659045752 0.00037852190139943658 0.00078431304836390069 0.00098034222228389348 0.00071758694179794365 0.0008071379813595986 0.0009237184135106023 0.00088363481865612705 0.00061734084093050087 0.00076743931947147496 0.00084339429583290919 0.00024027452894374366 -7.4840919982057584e-05 0.000773969491755694 0.00083059487806982685 0.00038941983007385981 0.00045140510811605836 0.00043390829088376021
leaf_weight=26 23 24 23 30 21 26 128 83 69 21 51 22 58 117 20 1456 32 57 261 29 22 54 160 93 20 27 63 22 29 54
leaf_count=26 23 24 23 30 21 26 128 83 69 21 51 22 58 117 20 1456 32 57 261 29 22 54 160 93 20 27 63 22 29 54
internal_value=0 0.000516448 0.000938068 0.00072957 0.000407253 0.000952521 0.00095713 0.000974257 0.000710184 0.0002661 0.000482696 0.00086717 0.000861061 0.000459818 0.000523654 0.000964931 0.000962037 0.000973817 0.000901206 0.000855839 0.000768763 0.000884231 0.000906129 0.000218375 0.000184502 0.000483242 0.000906419 0.000545579 0.000606927 0.000504157
internal_weight=0 673 2448 228 445 2302 2276 1912 146 155 290 364 144 266 149 1829 1806 1513 293 77 51 342 288 134 113 129 121 78 56 84
internal_count=3121 673 2448 228 445 2302 2276 1912 146 155 290 364 144 266 149 1829 1806 1513 293 77 51 342 288 134 113 129 121 78 56 84
is_linear=0
shrinkage=0.00196078


Tree=4863
num_leaves=31
num_cat=0
split_feature=1 3 2 4 4 2 15 11 15 11 0 14 3 160 50 3 4 15 479 4 1 13 475 2 157 2 482 49 2 147
split_gain=0.723482 0.172586 0.1029 0.0836953 0.0789075 0.0761522 0.0719199 0.0686082 0.066292 0.0927437 0.0940344 0.0806185 0.123152 0.12796 0.0770067 0.0723746 0.0861781 0.162469 0.0756336 0.0637874 0.0607974 0.0607805 0.0576901 0.122247 0.12437 0.0871426 0.0589812 0.06133 0.0564849 0.0558505
threshold=0.10124500000000002 -0.049509999999999992 0.31358000000000003 -0.03898999999999999 -0.17966999999999997 0.10276500000000001 -0.41942499999999994 0.080320000000000016 0.040760000000000005 0.077290000000000011 -0.15202999999999997 0.081185000000000021 -0.12018999999999998 -0.020569999999999995 0.11875500000000001 0.090900000000000009 -0.46376499999999993 -0.026084999999999994 0.088785000000000017 -0.026489999999999996 0.13501500000000002 -0.011289999999999998 -0.085719999999999977 0.087545000000000026 -0.065669999999999992 0.086950000000000013 0.11562500000000002 0.11560500000000001 0.090935000000000016 0.099730000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 -2 21 -5 -7 -8 11 14 -11 12 13 -1 -10 18 -17 -18 22 -15 29 -3 23 25 -25 -14 27 -24 -29 -6
right_child=1 2 -4 5 20 6 7 -9 9 10 -12 -13 15 19 -16 16 17 -19 -20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00036105519087102856 0.0091393941141606119 0.0037472287957955688 -0.0030698642843281446 0.0070017603925452187 0.004524566170315397 0.0064315322041511545 -0.0037867750307278973 0.0040399294741594836 0.0086426924544251126 0.0087839022865923849 0.018039324983865731 0.013935489859431983 0.01039454741163782 0.0090272771250254121 0.0027927687310654184 0.0088500845397356896 0.0065953855032626629 -0.0044903331110253929 0.0024304938057194587 0.0026676439757769305 0.0014939118440980242 0.011044852058403195 0.0081470421856410687 0.020248432441148906 0.0096686052894219762 0.0020758044137619436 0.013346246855799111 0.001141104126430076 0.0068335352342627532 -0.00082931362447284532
leaf_weight=38 87 21 23 122 270 35 21 24 1040 23 21 20 34 46 23 40 39 20 23 24 124 25 777 20 25 20 20 23 72 21
leaf_count=38 87 21 23 122 270 35 21 24 1040 23 21 20 34 46 23 40 39 20 23 24 124 25 777 20 25 20 20 23 72 21
internal_value=0 0.00461261 0.00345799 0.0065463 0.00378368 0.00542948 0.00303175 0.000387467 0.00813975 0.00870234 0.0132013 0.0076379 0.00753475 0.00431072 0.00851612 0.00784759 0.00526684 0.00283751 0.00809956 0.00684683 0.0033481 0.00771333 0.00823113 0.0105214 0.0143708 0.00731353 0.00797695 0.0078538 0.00545537 0.0041382
internal_weight=0 773 484 289 461 202 80 45 2348 1107 44 1241 1221 108 1063 1113 99 59 1014 70 415 46 991 99 45 54 892 872 95 291
internal_count=3121 773 484 289 461 202 80 45 2348 1107 44 1241 1221 108 1063 1113 99 59 1014 70 415 46 991 99 45 54 892 872 95 291
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 159 1 4 2 4 14 132 11 1 47 3 1 4 1 43 4 4 4 12 49 2 13
split_gain=30.1941 4.68475 2.96403 2.5908 1.61462 1.50028 1.07891 0.845153 0.803935 0.769766 0.766687 0.604937 0.624759 0.549037 0.481228 0.358721 0.350881 0.293573 0.28826 0.26849 0.268485 0.384858 0.264394 0.23683 0.227899 0.22539 0.219687 0.204792 0.194103 0.189022
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 -1.0000000180025095e-35 0.09253500000000002 0.40473500000000007 0.14753000000000002 0.40945500000000007 0.062655000000000016 0.08764000000000001 1.0000000180025095e-35 0.090540000000000023 1.0000000180025095e-35 -0.11171999999999999 0.15799000000000005 -0.0073899999999999999 0.086920000000000011 -0.14792499999999997 -0.0070899999999999991 -0.036839999999999991 -0.095774999999999985 0.092655000000000015 -0.053364999999999996 0.10882500000000002 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 17 6 7 13 -4 -5 23 12 -10 16 19 18 -1 -3 25 -13 29 26 -17 -6 -2 -9 -22 -11 -19 -20
right_child=1 2 8 9 10 -7 -8 15 11 27 -12 14 -14 -15 -16 22 -18 28 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012746693983629884 0.0012851788623660218 0.00068559849298962909 0.00086465514128743974 0.0011370295102277291 0.0013051044720683307 0.00088315867039746312 0.00081984255633323012 0.0011706736348962711 0.00075173390787628617 0.00087418837135500829 0.00075650300757557738 0.00037644145557103086 0.00048892537955508633 0.0014529011462684799 0.00063537203825933704 0.001122828245851673 0.0011925622401069574 0.0010069299450454613 0.0010345146220688726 0.0001114477484333081 0.0012178185227700923 0.00091666821615143956 0.0013773877576587323 0.0010569723926338495 0.0010527303649319544 0.00091714398356295432 0.0011120472222177031 0.00064989389943625173 0.00074538211855623455 0.0012298663264895344
leaf_weight=1092 50 180 26 34 21 48 24 26 52 34 30 49 105 59 21 21 245 20 20 21 152 26 62 50 24 28 150 29 24 398
leaf_count=1092 50 180 26 34 21 48 24 26 52 34 30 49 105 59 21 21 245 20 20 21 152 26 62 50 24 28 150 29 24 398
internal_value=0 0.000744351 0.000686851 0.0012133 0.000813497 0.00122626 0.00123341 0.00123776 0.000536632 0.000899261 0.00101932 0.000502243 0.00057597 0.00126779 0.000375042 0.00119028 0.00125962 0.000720694 0.00117755 0.000296943 0.00118757 0.00114558 0.00131298 0.00113036 0.00120979 0.00103921 0.00116528 0.000770942 0.000864267 0.00122052
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 101 248 157 1396 91 883 1337 224 800 70 746 328 83 71 74 54 302 63 44 418
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 101 248 157 1396 91 883 1337 224 800 70 746 328 83 71 74 54 302 63 44 418
is_linear=0
shrinkage=0.00196078


Tree=4865
num_leaves=31
num_cat=0
split_feature=1 3 0 124 4 12 3 3 15 14 15 16 13 156 2 0 47 3 16 128 128 0 12 403 1210 376 16 52 16 40
split_gain=0.717434 0.158113 0.0968002 0.0824827 0.0755053 0.0731152 0.0727858 0.133216 0.102052 0.0664578 0.0888008 0.125131 0.0663854 0.091059 0.0988074 0.0605503 0.0686008 0.0876493 0.0870996 0.0582224 0.0661503 0.0616207 0.0574358 0.123823 0.0884235 0.0573537 0.0553443 0.183188 0.159418 0.0553041
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 -0.076779999999999987 0.42642000000000008 0.097825000000000009 0.076840000000000006 0.11658 -0.0088349999999999974 -0.46166999999999997 -0.42198999999999992 -0.45661999999999997 0.0049450000000000006 -0.031569999999999994 0.098260000000000014 -0.097024999999999986 0.085270000000000026 -0.10519499999999998 -0.0087049999999999992 0.084155000000000021 0.096300000000000011 -0.081204999999999986 0.09334000000000002 -0.53255499999999989 -0.40154499999999999 0.084985000000000019 -0.074929999999999983 0.047850000000000011 -0.091114999999999988 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 25 -2 6 9 -8 -9 -3 11 -11 19 -14 15 -15 17 18 -17 22 -21 -22 24 -24 -5 -1 27 -25 -29 -12
right_child=1 2 -4 12 -6 -7 7 8 -10 10 29 -13 13 14 -16 16 -18 -19 -20 20 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.0040362559995677704 0.0075012694940846366 0.007684790343046189 -0.0031144088755051297 0.015191747507612622 0.0033845006072640489 -0.0012035847607034225 0.010368260931830076 0.0052194791143847404 -0.0011491287592798472 0.0034547931794077155 0.0049165809033806197 -0.00773142549500335 0.013097254656410465 0.011506403417442926 0.0044628021402111761 0.0080599314411064493 0.0021050420994667904 0.005912276565947611 0.015491364585856596 0.013655484844236933 0.01107136680258681 0.0050532059571533295 0.0010964014358690074 0.0062027164299281378 0.0086543150352226799 0.0098517819985070032 0.0070798771201425192 0.0080002236867412219 0.019714650776810373 0.00035964664037725549
leaf_weight=74 204 23 21 21 57 27 43 156 30 20 76 20 24 40 124 46 23 92 24 47 46 27 29 62 1400 22 255 21 26 41
leaf_count=74 204 23 21 21 57 27 43 156 30 20 76 20 24 40 124 46 23 92 24 47 46 27 29 62 1400 22 255 21 26 41
internal_value=0 0.00463858 0.00351712 0.00824104 0.00660221 0.00383653 0.00416925 0.00535197 0.00419228 0.00266457 0.00192913 -0.00213832 0.00836055 0.00713907 0.00672934 0.00797845 0.00721565 0.00794123 0.0106079 0.00859613 0.0107294 0.00884547 0.00845501 0.00738503 0.00875093 0.00536898 0.00788605 0.00977206 0.0144805 0.00331971
internal_weight=0 718 457 2403 261 436 409 229 186 180 157 40 2307 373 349 225 185 162 70 1934 120 73 1814 393 1421 96 364 109 47 117
internal_count=3121 718 457 2403 261 436 409 229 186 180 157 40 2307 373 349 225 185 162 70 1934 120 73 1814 393 1421 96 364 109 47 117
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 4 2 4 1 52 1 2 52 2 160 15 10 4 0 16 0 15 13 12
split_gain=32.8868 5.47811 3.51563 2.82736 2.0003 1.6536 1.18812 0.966305 0.8753 0.848739 0.842915 0.708464 0.666925 0.562413 0.341769 0.331181 0.393158 0.60757 0.250042 0.243996 0.347579 0.232394 0.361395 0.220192 0.239837 0.217815 0.216012 0.214443 0.200945 0.196305
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.089775000000000008 0.09253500000000002 0.40473500000000007 0.14753000000000002 0.27834500000000006 0.087135000000000004 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.024714999999999997 0.11682500000000001 -0.013084999999999998 -0.41942499999999994 -0.38124499999999995 0.033845000000000007 -0.079119999999999982 -0.12029499999999999 -0.026509999999999995 0.094035000000000007 -1.0000000180025095e-35 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 9 12 14 -5 -6 13 -4 -1 -11 23 -18 -3 20 -20 -14 -23 24 -17 -25 -7 -9 -15 -16
right_child=1 2 8 10 11 26 -8 27 -10 15 -12 -13 21 28 29 16 17 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096824253866522204 0.00091071862369868041 0.00031655523663514528 0.00042342683528641276 0.00081466896504576232 0.00081586413792219506 0.00069517602715740863 0.00046644366251673291 0.0012103798760903976 0.00046966972883749272 0.0010361032457695235 0.00042938659439412428 0.00046277319026343964 0.00014145857243348989 0.00010655545430094202 0.00078592608891920213 0.00094532490446486573 0.00045681531506908921 0.00085676403387504468 0.00071910562951241609 0.00034603049722280334 0.00042594803445455097 0.00010541324010666678 -0.00021379302794515502 0.00088324663351028185 0.00086082564781457755 0.00075342518545356727 0.00043118369693939505 0.0010075259368271256 0.00030045473032354358 0.00091620894931915644
leaf_weight=924 76 108 40 34 74 22 22 51 37 43 61 31 32 86 51 205 23 40 23 54 48 25 30 96 349 103 26 33 27 347
leaf_count=924 76 108 40 34 74 22 22 51 37 43 61 31 32 86 51 205 23 40 23 54 48 25 30 96 349 103 26 33 27 347
internal_value=0 0.000414084 0.000352712 0.000898865 0.000486919 0.000912356 0.000919915 0.00092432 0.00018895 0.000916372 0.000567277 0.000711618 0.000145672 0.000223615 0.000947551 0.000868386 0.000859548 0.000710751 0.000385659 0.000445365 0.000520915 8.60017e-06 -6.86993e-05 0.000871998 0.000892093 0.000816053 0.00055218 0.00113069 0.000152885 0.000899514
internal_weight=0 691 615 2430 338 2335 2287 2265 277 2181 95 105 240 153 1322 859 816 63 233 125 71 87 55 753 554 199 48 84 113 398
internal_count=3121 691 615 2430 338 2335 2287 2265 277 2181 95 105 240 153 1322 859 816 63 233 125 71 87 55 753 554 199 48 84 113 398
is_linear=0
shrinkage=0.00196078


Tree=4867
num_leaves=31
num_cat=0
split_feature=1 3 52 4 148 123 51 149 47 151 2 12 2 0 16 4 13 123 42 48 13 16 51 50 1 3 2 11 2 158
split_gain=0.719257 0.170673 0.114391 0.0889716 0.0865735 0.0850257 0.0903283 0.0960876 0.101439 0.0735288 0.0687669 0.0649824 0.0848145 0.0646921 0.0838945 0.0633144 0.0620595 0.0601606 0.0588927 0.0602799 0.0833158 0.0530558 0.0552436 0.1016 0.161026 0.224257 0.107547 0.089708 0.0623813 0.0526465
threshold=0.10337500000000001 0.31370500000000007 -0.40967499999999996 0.40124500000000002 -0.095079999999999984 0.084025000000000016 0.11144500000000002 0.077335000000000015 0.10621500000000002 -0.079329999999999984 0.093320000000000014 0.11527000000000001 -1.0000000180025095e-35 -0.10474999999999998 -0.25582999999999995 0.50500500000000004 -0.0072999999999999992 0.084025000000000016 -0.018024999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.54165499999999989 1.0000000180025095e-35 0.041865000000000006 0.077565000000000009 -0.0063699999999999989 0.087815000000000018 1.0000000180025095e-35 0.080205000000000012 0.112085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 -4 6 7 8 9 -6 21 12 -11 14 -3 -15 -7 -12 -14 -20 -21 -1 27 24 26 -26 -24 29 -25 -23
right_child=1 13 4 -5 5 16 -8 -9 -10 11 17 -13 18 15 -16 -17 -18 -19 19 20 -22 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=0.013372623859058051 0.0084661837829765 2.9273596333546775e-05 -0.0017389713476101559 0.0017522390593181958 0.0067474093200322596 0.0038646967407839836 0.0095245131716022603 0.011067920052058373 0.0079983887677371971 -0.0031408668945318665 0.0075369108311637012 0.0073192853092526391 -0.0020683837844990192 0.0011721510592346582 0.0079824966489381727 -0.0063117565141874365 -0.0011388386905309745 0.0033966532858038276 -0.0010343988821841777 0.0024686395954631735 0.0090560268450644802 0.0084359024485480428 0.01355864548822865 0.0049892417672607638 -0.0075367495720274754 0.0059617339142278075 0.0048673292794930087 0.014161016132104501 0.010548184441140621 0.012117036220442971
leaf_weight=22 87 36 21 22 53 110 51 24 64 29 682 24 20 26 21 20 32 37 20 48 32 1353 24 27 20 32 35 29 80 40
leaf_count=22 87 36 21 22 53 110 51 24 64 29 682 24 20 26 21 20 32 37 20 48 32 1353 24 27 20 32 35 29 80 40
internal_value=0 0.0044754 0.00510636 0.00808244 0.00455276 0.00481336 0.00562109 0.0049871 0.00448386 0.00348859 0.00814093 0.00249023 0.00171239 0.00070803 0.00295941 -0.00208172 0.00273714 0.00732385 0.00288527 0.003876 0.00510359 0.0084944 0.00842896 0.00694665 0.00482707 0.000770009 0.00840278 0.00865621 0.00914546 0.00854161
internal_weight=0 718 615 2403 528 507 365 314 290 226 2381 173 149 103 57 46 142 719 120 100 80 1662 1640 218 111 52 59 1422 107 1393
internal_count=3121 718 615 2403 528 507 365 314 290 226 2381 173 149 103 57 46 142 719 120 100 80 1662 1640 218 111 52 59 1422 107 1393
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 4 1 4 11 50 1 11 0 52 15 151 4 0 3 0 12 43 39 47 40 15
split_gain=24.7195 4.40761 2.55452 2.05601 1.51519 1.35513 0.91234 0.781407 0.686662 0.785981 0.607111 0.601985 0.430064 0.360675 0.301303 0.27007 0.316457 0.238102 0.224162 0.21019 0.199938 0.199517 0.182739 0.179235 0.172346 0.219142 0.166745 0.152642 0.138621 0.17793
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.089775000000000008 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.40473500000000007 1.0000000180025095e-35 0.086295000000000011 0.086920000000000011 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 -0.41942499999999994 -0.088784999999999989 0.024790000000000003 -0.23091999999999999 -0.017889999999999996 -0.077429999999999985 0.090545000000000014 0.016310000000000002 0.093755000000000019 0.090100000000000013 -1.0000000180025095e-35 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 12 9 28 -5 -6 14 18 21 16 17 -9 -10 -3 24 -1 -11 -17 25 -18 -20 -21 -4 -30
right_child=1 2 8 10 11 -7 -8 15 13 22 -12 -13 -14 -15 -16 23 20 -19 26 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001163628253282285 0.00093171385677206511 0.00058548542433509642 0.0004188960320711915 0.00083372796135884727 0.00083669701746107725 0.00059198535586177717 0.00052750935133068482 0.00063117826149436309 0.00024075732099450601 0.00038342659793081968 0.00050674786905562607 0.00051824659785887741 0.0011174772509681809 0.00039815640072014564 0.00090545819005609352 0.0011340085337900258 0.00097883749693472751 0.00087624903424719401 -5.1504709954671996e-05 0.0004096901941090616 0.00082785345688975555 0.00096562026570823063 0.00020331123143048585 0.00093092839706709039 0.00087894225108872508 0.00076531584954617953 0.00016737177496409171 0.00058688426078979815 0.00073955266352962045 0.00048401595326555549
leaf_weight=20 76 40 24 34 74 48 22 35 35 32 61 33 62 22 400 24 154 27 32 170 185 899 67 55 383 21 23 21 20 22
leaf_count=20 76 40 24 34 74 48 22 35 35 32 61 33 62 22 400 24 154 27 32 170 185 899 67 55 383 21 23 21 20 22
internal_value=0 0.000486239 0.000431188 0.000906534 0.000545589 0.000918039 0.000924882 0.000928742 0.000291595 0.000372027 0.000623772 0.000738483 0.00095788 0.000173101 0.000950378 0.000883221 0.000872485 0.000737903 0.000118088 0.000456239 0.000883715 0.000969929 0.00026153 0.000992624 0.000902236 0.000953215 4.00255e-05 0.000429172 0.000537771 0.0006057
internal_weight=0 691 615 2430 338 2335 2287 2265 277 165 95 107 1381 112 1319 884 805 62 90 231 743 919 99 79 558 175 55 191 66 42
internal_count=3121 691 615 2430 338 2335 2287 2265 277 165 95 107 1381 112 1319 884 805 62 90 231 743 919 99 79 558 175 55 191 66 42
is_linear=0
shrinkage=0.00196078


Tree=4869
num_leaves=31
num_cat=0
split_feature=1 124 1 148 4 10 2 151 16 52 156 0 15 16 123 13 42 3 13 3 0 52 159 43 13 4 401 1209 1210 1429
split_gain=0.70075 0.124512 0.119241 0.0938067 0.10334 0.0705801 0.0678461 0.0802636 0.0743434 0.166295 0.124323 0.0927994 0.0803993 0.0729527 0.0649621 0.0663145 0.0636551 0.0618079 0.060974 0.0592536 0.0618065 0.0589197 0.0758211 0.0526258 0.0529838 0.0518958 0.0642067 0.0644436 0.0870279 0.0590825
threshold=0.11146500000000002 -0.076779999999999987 0.14860500000000001 -0.066239999999999979 -0.010655 -1.0000000180025095e-35 0.10045500000000002 -0.09693499999999998 0.40020000000000006 0.024145000000000003 0.084085000000000007 -0.062294999999999996 -0.074054999999999996 0.51222500000000004 0.10695000000000002 0.10820000000000002 -0.0060199999999999993 -0.020429999999999997 -0.085384999999999975 0.14121000000000003 -0.04917499999999999 0.10347000000000002 -0.040969999999999993 -0.078844999999999985 -0.0093149999999999986 -0.084369999999999987 1.0000000180025095e-35 -0.074484999999999982 -0.081594999999999987 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -2 19 -4 25 -8 9 10 -9 21 -10 -14 15 17 -1 18 -6 20 -5 -11 -23 24 -18 -3 27 -27 -29 -30
right_child=2 6 5 4 14 -7 7 8 12 11 -12 -13 13 -15 -16 -17 23 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0079915644710611879 -0.00070350398857365638 0.0091835130065072712 -0.0048124947796829723 0.012408769395187848 0.0030469946082561251 0.0020741117429798066 0.01316185390111059 0.0046125531056403959 0.014045337164266545 0.013238760022531181 -0.0036310113345583285 0.0047628418694988925 0.0032531078420429218 0.0087091514645204048 -0.00058857042759913824 -0.00054951599612832077 0.0064967906812443315 0.0036256651288857954 0.0083514863144955598 0.0031340752110173482 0.0063686526742660343 0.011373392357610358 0.0052143140877710615 -0.00073847064163799032 0.00052859292731487326 0.0037104354980282295 0.0097632786069291443 0.01236981369736718 0.0078158120730676805 0.0040005853815403376
leaf_weight=45 34 442 22 32 31 46 20 142 22 33 21 58 31 117 29 25 51 163 72 21 36 39 41 23 21 39 173 41 1209 42
leaf_count=45 34 442 22 32 31 46 20 142 22 33 21 58 31 117 29 25 51 163 72 21 36 39 41 23 21 39 173 41 1209 42
internal_value=0 0.00779452 0.00374506 0.00434354 0.0047631 -0.000153908 0.00795896 0.00694896 0.00670242 0.00583594 0.0035505 0.00801446 0.00840479 0.00756633 0.00392482 0.0043746 0.00489337 0.0048374 0.00675499 0.00777717 0.00921106 0.00968344 0.00821686 0.00342581 0.00475607 0.00823092 0.00795097 0.00771541 0.0078363 0.00768772
internal_weight=0 2610 511 443 409 68 2470 524 504 334 163 171 170 148 320 291 140 266 103 89 68 113 80 95 72 1946 1504 1331 1292 1251
internal_count=3121 2610 511 443 409 68 2470 524 504 334 163 171 170 148 320 291 140 266 103 89 68 113 80 95 72 1946 1504 1331 1292 1251
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 16 3 12 0 49 1 4 12 4 16 2 39 3 52 47 3 2 475 0
split_gain=28.5305 4.31438 2.86842 2.40234 1.78286 1.47415 0.914696 0.885729 0.720962 0.720677 0.704403 0.64499 0.510069 0.542253 0.469449 0.800524 0.582175 0.506993 0.412121 0.387835 0.373859 0.438358 0.450594 0.314426 0.285596 0.284045 0.254634 0.235234 0.228938 0.279083
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.11474000000000002 0.077845000000000011 -0.52595999999999987 0.31370500000000007 -0.54415499999999983 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0082450000000000006 0.087695000000000009 -0.52556499999999995 -0.39185999999999993 0.14445500000000003 0.087735000000000021 -0.13927999999999999 -0.56176499999999996 0.090100000000000013 0.42240500000000009 0.087995000000000004 -0.081364999999999979 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 12 14 11 -6 -5 -7 20 -14 15 16 -1 18 19 -16 -4 22 -22 -21 -13 -3 -15 -18 -26 -30
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 24 13 26 17 -17 27 -19 -20 23 21 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0010157817597287932 0.0009929238611625299 0.00048190494497349904 0.00026803137417744604 0.00096107796095415985 0.00091865181255073442 0.0005851635052000775 0.00063837047769970583 0.0012411197603240964 0.00059300633639007311 0.0005295083204473009 0.00059383801701953201 0.0011206745800345834 0.00044101483686840166 0.00016749493394266156 0.0013460700418434892 0.0011756314516735344 0.00083579596480077526 0.00089964479760530267 0.0010131330152076217 0.00083285300052410858 0.00072522317404997028 0.00021793239260393252 0.0003702111235842076 0.0010763727040354618 0.0010980597474915179 0.00067921868496116818 -9.913782734357788e-05 0.00060340418827299982 0.00093994942553244981 0.00078564536720900188
leaf_weight=42 72 187 82 28 77 20 34 76 26 24 71 33 21 40 20 35 34 101 835 21 28 21 27 696 29 33 21 33 301 53
leaf_count=42 72 187 82 28 77 20 34 76 26 24 71 33 21 40 20 35 34 101 835 21 28 21 27 696 29 33 21 33 301 53
internal_value=0 0.00053959 0.000484732 0.000996922 0.000610513 0.0010095 0.000337376 0.00103374 0.000910198 0.000826182 0.000697704 0.000929113 0.000294735 0.000169259 0.00102506 0.000917634 0.000834791 0.00103431 0.00104296 0.00107675 0.000359855 0.000458928 0.000550945 0.00106924 0.000945649 0.000511502 7.57033e-05 0.000721334 0.000930568 0.000916847
internal_weight=0 667 595 2454 321 2355 274 1893 462 101 99 436 240 82 1817 144 109 1673 1572 737 158 76 55 717 416 220 61 67 383 354
internal_count=3121 667 595 2454 321 2355 274 1893 462 101 99 436 240 82 1817 144 109 1673 1572 737 158 76 55 717 416 220 61 67 383 354
is_linear=0
shrinkage=0.00196078


Tree=4871
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 14 1 2 4 150 1 2 3 2 4 2 10 47 1 160 39 131 0 4 0 3 0
split_gain=36.8795 6.16307 4.01213 3.38136 2.31701 2.1797 1.17347 1.10874 1.0156 0.933436 0.903564 0.866836 0.691872 0.579419 0.586136 0.541162 0.506691 0.457844 0.448306 0.435283 0.329751 0.296745 0.287705 0.28374 0.274499 0.263455 0.251725 0.229404 0.224264 0.223229
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.14122000000000004 0.11474000000000002 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.40945500000000007 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.30112000000000005 -1.0000000180025095e-35 -0.55119499999999988 0.088850000000000012 -0.38124499999999995 0.090100000000000013 0.076935000000000017 -1.0000000180025095e-35 0.087735000000000021 0.09055500000000001 -0.030209999999999997 0.23246000000000003 -0.010949999999999998 -0.010424999999999999 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 8 12 26 13 -5 11 15 21 17 16 23 -15 -1 29 -12 -3 25 -13 -4 -2 -7 -6 -8 -24 -19
right_child=1 2 10 9 7 6 27 -9 -10 -11 19 22 -14 14 -16 -17 -18 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015905399449399206 0.0013477940494763946 0.00067270051306669095 0.00089529795518782703 0.0011550805697941586 0.0012611401986245775 0.0011874353436077888 0.00097204934593453569 0.00069371734995370604 0.0015182549493354663 0.00075194759441060222 0.00040077011439586198 0.00059780172662797309 0.00087886708647130752 0.00098633538900303234 0.0009400637137523594 0.00043322572155910378 0.0012637893114457557 0.0013300129938392609 0.0012533728065631058 3.6219311878085132e-05 0.00088496301599860685 0.0012988890210787454 0.00051737213460337217 0.0006338123093138009 0.0010897657323473047 0.00098775638063915627 0.0010280838230995238 0.00067862376424611783 0.00032047185075700723 0.0011581262751342424
leaf_weight=21 51 191 39 34 49 274 21 24 76 63 34 36 28 28 28 22 263 916 531 20 33 87 35 27 23 28 28 20 61 30
leaf_count=21 51 191 39 34 49 274 21 24 76 63 34 36 28 28 28 22 263 916 531 20 33 87 35 27 23 28 28 20 61 30
internal_value=0 0.000733747 0.000667796 0.00125202 0.000815142 0.00126682 0.00114544 0.0010617 0.00129619 0.000893252 0.000493025 0.00054881 0.00117656 0.0012869 0.00121102 0.000699551 0.00123709 0.00130306 0.00129897 0.000265751 0.000703971 0.00119799 0.000448316 0.000788327 0.0012676 0.00116892 0.00117639 0.000828915 0.000392258 0.00132456
internal_weight=0 673 599 2448 325 2351 458 101 1893 97 274 220 417 1817 319 88 291 1498 1477 54 224 389 132 66 74 302 77 41 96 946
internal_count=3121 673 599 2448 325 2351 458 101 1893 97 274 220 417 1817 319 88 291 1498 1477 54 224 389 132 66 74 302 77 41 96 946
is_linear=0
shrinkage=0.00196078


Tree=4872
num_leaves=31
num_cat=0
split_feature=1 2 3 4 2 2 50 124 4 2 43 3 3 4 482 14 12 0 42 0 2 474 484 52 13 157 129 1375 1204 401
split_gain=0.851869 0.187035 0.146918 0.101767 0.0784168 0.0771293 0.0740255 0.0735877 0.072371 0.0645842 0.0747162 0.115097 0.0642889 0.0708588 0.060179 0.0862849 0.0868889 0.0507334 0.0506315 0.0502293 0.0488268 0.082663 0.151397 0.0819559 0.0936992 0.0798256 0.0756551 0.0793963 0.0754208 0.0728215
threshold=0.10337500000000001 0.13404500000000005 -0.028564999999999997 0.40124500000000002 0.14122000000000004 -1.0000000180025095e-35 0.086295000000000011 -0.076779999999999987 0.038415000000000012 1.0000000180025095e-35 -0.078139999999999973 0.11658 -0.014944999999999998 0.50996500000000011 0.090355000000000005 -0.30192499999999994 0.10742000000000002 -0.047369999999999995 -0.0060199999999999993 -0.062294999999999996 0.087625000000000022 0.085295000000000024 0.085595000000000018 0.088555000000000009 -0.011289999999999998 -0.087084999999999982 -1.0000000180025095e-35 -0.090674999999999992 -0.082199999999999981 0.11336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 7 12 14 18 -2 -7 -11 -12 -4 -14 15 -3 -17 -10 -1 -8 21 23 -23 25 -25 -9 -22 -28 -29 -27
right_child=1 6 5 -5 -6 9 19 20 17 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 26 22 -24 24 -26 29 27 28 -30 -31
leaf_value=0.0089662025455767534 0.0096242727433231527 -0.0054868114713047238 0.0064626148617826402 0.0021217174785719676 0.0046188665208230706 0.010675316414033825 0.008703578268894209 0.015491051252545983 0.007634638988117619 0.0007278480299967616 0.0094840246025176544 0.0035105168722787852 -0.0026379665572728432 0.0036809221841394902 0.0060317214520182461 0.003123774742416572 -0.0037366062771373742 0.0034854216096193895 0.0041997274069637157 0.0020377235744672363 0.0031259673500850719 0.0089193955203518277 -0.00044764845886013731 0.0091843769115767804 0.0038907294278033079 0.0099610683179464678 0.004181553021125081 0.014889860020706519 0.0088374555189887991 0.015155041324240821
leaf_weight=39 112 21 25 22 41 22 26 29 82 34 55 78 35 36 22 80 24 46 52 20 24 80 22 164 42 751 36 21 1052 28
leaf_count=39 112 21 25 22 41 22 26 29 82 34 55 78 35 36 22 80 24 46 52 20 24 80 22 164 42 751 36 21 1052 28
internal_value=0 0.00496634 0.00594492 0.00889183 0.00895438 0.00440981 0.00230438 0.00903035 0.00776787 0.00558225 0.00491131 0.00598076 0.00210156 0.000565977 0.00120883 0.000360003 0.00154061 0.00614351 0.0062425 0.00580538 0.00914315 0.00961263 0.00689905 0.00988559 0.00810509 0.0103395 0.00868071 0.00880093 0.00895591 0.0101478
internal_weight=0 718 525 2403 2381 285 193 2340 240 189 167 133 96 71 147 125 104 128 91 46 2249 1116 102 1014 206 808 1133 1109 1073 779
internal_count=3121 718 525 2403 2381 285 193 2340 240 189 167 133 96 71 147 125 104 128 91 46 2249 1116 102 1014 206 808 1133 1109 1073 779
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 1 4 2 2 2 49 14 12 51 14 3 3 12 3 151 474 1 12 13 1 1 0 160 124 2
split_gain=21.2198 2.47862 2.16193 1.28826 1.1274 1.04071 0.897964 0.665797 0.708848 0.558484 0.519375 0.508498 0.49435 0.478566 0.442144 0.349317 0.324486 0.30289 0.452705 0.29922 0.317703 0.284201 0.269372 0.247194 0.23539 0.221779 0.221412 0.448142 0.212672 0.231925
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.14753000000000002 0.10089500000000001 0.36766000000000004 -1.0000000180025095e-35 0.10803500000000001 0.095545000000000005 0.13087000000000001 0.076175000000000007 1.0000000180025095e-35 -0.10056999999999998 0.062655000000000016 -0.14847999999999997 -0.10217499999999997 -1.0000000180025095e-35 0.11658 0.050660000000000004 0.082665000000000002 0.122715 0.09202500000000001 -1.0000000180025095e-35 0.16175000000000003 0.12958500000000003 -0.076579999999999995 -0.077849999999999989 -0.076779999999999987 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 21 7 10 9 -3 25 11 13 26 -11 -4 19 -14 -17 -7 -19 20 28 -2 -18 -10 -6 -9 -1 -28 -15 -30
right_child=1 4 5 -5 24 17 -8 8 23 12 -12 -13 15 14 -16 16 22 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00093310932831497655 0.00084541773024445703 0.00029778129731615385 0.00096959472423018608 0.00045363522457007253 0.0002480096035848744 0.00047695214400629181 0.00053240898403101688 0.00086299280989616308 0.00038269308579525158 0.00056969236236348276 0.00051646855893858613 0.0011194272963946897 0.00098270583521366836 0.00069788902783307996 0.00106976604650891 0.0006167683112579611 0.00096951896299008421 0.00087223101581473516 0.00049458484167156887 0.00054381906894930435 0.00060730684005344906 0.00061993494112248587 0.00082203879445155725 0.00053340851710796233 1.3812497368731982e-05 0.00057770162037865927 0.00059178318205723465 0.00089501199678362344 0.00086272417217097815 0.00064563159626516411
leaf_weight=1329 83 90 73 74 77 49 24 22 104 23 22 53 78 49 21 24 61 26 23 20 32 29 217 70 21 20 21 174 191 21
leaf_count=1329 83 90 73 74 77 49 24 22 104 23 22 53 78 49 21 24 61 26 23 20 32 29 217 70 21 20 21 174 191 21
internal_value=0 0.000467089 0.000880018 0.000654391 0.000380856 0.000768268 0.000909406 0.000439473 0.000498512 0.000913975 0.000809914 0.000930622 0.000848832 0.000825776 0.000794343 0.000865728 0.000835515 0.00058596 0.000694969 0.000775864 0.000791703 0.000787034 0.0008544 0.000443326 0.000197825 0.00072714 0.000924056 0.000862357 0.000814311 0.00084122
internal_weight=0 590 2531 186 404 527 2004 306 216 1980 429 1577 403 407 334 380 302 98 49 313 293 112 278 174 98 42 1524 195 261 212
internal_count=3121 590 2531 186 404 527 2004 306 216 1980 429 1577 403 407 334 380 302 98 49 313 293 112 278 174 98 42 1524 195 261 212
is_linear=0
shrinkage=0.00196078


Tree=4874
num_leaves=31
num_cat=0
split_feature=1 1 1 150 155 12 150 4 131 16 2 43 49 0 16 15 49 12 13 12 157 3 12 0 12 42 1212 1211 2 2
split_gain=0.805086 0.133026 0.119861 0.148472 0.109717 0.102774 0.093028 0.108475 0.0928594 0.0818718 0.0784716 0.0723673 0.071369 0.0881445 0.100921 0.0780419 0.0702993 0.108238 0.116549 0.070113 0.0696986 0.0814175 0.0667906 0.0647571 0.0643174 0.0609181 0.08762 0.0899722 0.0882861 0.104786
threshold=0.10920500000000001 0.13707500000000003 0.089625000000000024 1.0000000180025095e-35 0.10158500000000002 0.11734000000000001 0.085210000000000022 0.010840000000000001 0.095715000000000008 -0.54165499999999989 0.13404500000000005 0.070450000000000013 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.43375999999999998 -0.028954999999999998 0.085885000000000017 -0.055129999999999992 0.088245000000000004 -0.089089999999999989 0.092670000000000016 0.09474500000000001 -0.11242999999999999 0.088725000000000012 0.090835000000000013 0.10654500000000001 0.085965000000000014 0.084305000000000005 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 16 5 8 -5 -8 11 -9 19 22 -3 14 -14 -15 -4 18 -18 20 -1 25 -2 -21 -19 26 27 28 29 -22
right_child=1 12 3 6 -6 -7 7 9 -10 -11 -12 -13 13 15 -16 -17 17 24 -20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013125760844699332 0.0039803125276987898 -0.0023971281885620086 0.013539595367467922 -0.00020172310777883415 0.012178159143183043 0.010847141541092209 0.0088626965096122341 0.0058666495635407052 0.0092411484491700929 -0.0022744308794028171 0.0049451397149823609 0.0093955963077446969 0.0022175879612484056 0.0049911412363871938 0.0096727538978060093 -0.0027621407496012953 -0.0012550410348922015 0.013602603687188373 0.006784355154726654 0.012381734984534744 0.0098560866084313921 0.0047672735363547061 -0.00093860924769673625 0.0081617099864290301 0.0084136597589244376 0.012387696569951784 0.003231299372450651 0.016114211442181843 0.0086726238053546536 0.014972725478640082
leaf_weight=52 252 31 23 33 22 27 57 30 36 21 49 22 46 20 30 37 22 26 100 38 186 37 31 844 294 70 23 20 591 51
leaf_count=52 252 31 23 33 22 27 57 30 36 21 49 22 46 20 30 37 22 26 100 38 186 37 31 844 294 70 23 20 591 51
internal_value=0 0.0043134 0.00851679 0.00728758 0.00531825 0.00490815 0.00444506 0.00586491 0.00443791 0.00251444 0.00889665 0.00387097 0.00192381 0.00293094 0.00516042 -4.16909e-05 0.0081495 0.00786902 0.00533463 0.00899792 0.00955828 0.0093686 0.00344149 0.00834353 0.00883526 0.00954953 0.00932143 0.00948661 0.00932652 0.0109571
internal_weight=0 554 2567 606 390 368 141 108 341 51 1961 305 164 133 76 57 465 442 122 1912 1030 978 283 882 320 941 871 848 828 237
internal_count=3121 554 2567 606 390 368 141 108 341 51 1961 305 164 133 76 57 465 442 122 1912 1030 978 283 882 320 941 871 848 828 237
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 150 2 1 2 4 2 12 4 48 52 47 4 15 42 43 4 15 10 15
split_gain=48.9074 7.54377 4.78954 4.16476 2.8921 2.36078 1.35241 1.2158 1.20006 1.18128 1.11686 0.917053 0.763346 0.756727 0.807686 0.646709 0.502687 0.42347 0.546429 0.403303 0.384316 0.316293 0.292109 0.275905 0.274836 0.393925 0.268662 0.255301 0.292296 0.253297
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.09253500000000002 1.0000000180025095e-35 0.14960000000000004 0.089625000000000024 0.090425000000000019 0.27834500000000006 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.016865000000000002 -0.56176499999999996 0.10648500000000001 -0.0070899999999999991 0.079055000000000014 -0.069529999999999995 -0.080554999999999974 -0.036839999999999991 -0.40580499999999992 -0.38124499999999995 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 7 12 13 11 22 -5 20 15 17 16 19 -15 18 -1 -4 -7 -3 -6 24 -19 -26 -2 -14 -29 -20
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 -13 27 14 -16 -17 -18 23 29 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.001548929828333031 0.0012375717116337194 0.00050338739866171692 0.00070972233210378293 0.001050158900519212 0.001244176680658684 0.0013047383479377469 0.00066716431222765815 0.0014522305594601497 0.00073315386862161339 0.00054874717489225805 0.00060919338951471102 0.00074139181576690085 0.00023391205580065063 0.00086295945031563651 0.00077441657173867322 0.00025176440546522457 0.0011647584558992028 0.0012020799091265698 0.0014045155478157173 0.00032900658312856276 0.0010895949201768539 0.00074160744990009106 0.00097300514620559221 0.0012054165616644647 0.00079707368052898237 0.0010989241241858767 0.00098518993632466193 0.00015261982951094122 -0.00015032522479647441 0.0012247965916379806
leaf_weight=21 50 200 23 34 21 35 34 76 41 24 63 28 30 23 25 118 274 54 31 20 363 24 56 189 22 68 24 25 24 1101
leaf_count=21 50 200 23 34 21 35 34 76 41 24 63 28 30 23 25 118 274 54 31 20 363 24 56 189 22 68 24 25 24 1101
internal_value=0 0.00056509 0.000492124 0.00116192 0.000653114 0.00117835 0.00030117 0.00120928 0.00105355 0.000928574 0.000763759 0.00108438 0.000249321 0.00119907 0.0011129 0.000326782 0.00114139 0.00121774 0.00123553 0.000532645 0.00110851 0.000528911 0.00104696 0.00115615 0.00109149 0.00102514 0.00115572 9.14564e-05 4.23858e-06 0.00122972
internal_weight=0 673 599 2448 325 2351 274 1884 467 101 97 426 240 1808 322 161 297 1486 1153 43 398 224 77 333 144 90 74 79 49 1132
internal_count=3121 673 599 2448 325 2351 274 1884 467 101 97 426 240 1808 322 161 297 1486 1153 43 398 224 77 333 144 90 74 79 49 1132
is_linear=0
shrinkage=0.00196078


Tree=4876
num_leaves=31
num_cat=0
split_feature=1 1 150 3 39 2 12 4 150 4 3 2 12 12 2 13 148 150 156 15 0 13 13 0 39 48 4 0 43 42
split_gain=0.836995 0.133598 0.143738 0.12729 0.115174 0.0947582 0.0901927 0.0870132 0.080224 0.0886755 0.07882 0.079226 0.0804075 0.0727635 0.0753994 0.0651316 0.0637051 0.061471 0.0592883 0.0890784 0.119426 0.0592863 0.0668224 0.0587846 0.05809 0.0576057 0.0575221 0.0573876 0.0539156 0.0639961
threshold=0.11146500000000002 0.089625000000000024 1.0000000180025095e-35 0.31299000000000005 0.088025000000000006 1.0000000180025095e-35 -0.010834999999999999 -0.0047449999999999992 0.085210000000000022 0.010840000000000001 0.10732000000000001 0.15109000000000003 0.088245000000000004 -0.42850999999999995 0.15950500000000004 -0.14819499999999997 -0.07546499999999999 0.11156000000000001 0.096220000000000014 -0.026084999999999994 -0.060129999999999996 -0.088854999999999976 -0.083764999999999992 -0.082619999999999985 0.10076500000000001 0.090225000000000014 -0.15764999999999998 -0.061629999999999997 -0.11720999999999999 -0.087819999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 4 5 -2 7 -3 -4 25 11 12 15 -5 -15 -1 -11 24 19 20 -7 -8 -23 -6 28 -10 -14 -25 29 -17
right_child=3 2 8 13 23 18 21 -9 9 16 -12 -13 26 14 -16 17 -18 -19 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.014031659655809176 0.0084818051415797499 0.0015442458704408063 0.00038330543653241229 0.0049422507338664108 -0.00015970421469925595 0.0066845457804830455 0.0047224728822281275 0.0091405260860919959 0.0061816131258161655 0.0069929305712734778 0.0033434897419065239 0.0027333171013742687 0.0045017900933335365 0.0013670025444166229 -0.0055598629342222755 0.009514594192226087 2.6021767553174869e-06 0.004516481569347283 0.0088664350366273615 -0.0024894712632521987 -0.0018350641642298018 0.014075242301138739 0.0086315158190924789 0.0082469029538333426 0.0051506293405379567 0.012498263709924439 0.0085296964215866005 0.0027325592543506489 0.0095757682407993407 0.01604999755348625
leaf_weight=33 107 38 35 34 48 76 36 25 42 22 25 20 37 55 22 31 32 24 26 20 21 24 373 25 28 22 849 77 885 29
leaf_count=33 107 38 35 34 48 76 36 25 42 22 25 20 37 55 22 31 32 24 26 20 21 24 373 25 28 22 849 77 885 29
internal_value=0 0.00851098 0.00726733 0.00408532 0.00491674 0.00623112 0.00809388 0.00455864 0.0045878 0.00583489 0.00892256 0.00899461 0.00905997 0.00108923 -0.000612102 0.00966079 0.00285051 0.00951612 0.00454704 0.00358718 0.00484009 0.00860825 0.00896061 0.00272609 0.00963944 0.00835296 0.00836149 0.00408411 0.00977244 0.0126734
internal_weight=0 2610 649 511 400 250 496 63 153 118 1961 1936 1916 111 77 1030 54 997 143 117 97 433 397 150 973 64 886 102 945 60
internal_count=3121 2610 649 511 400 250 496 63 153 118 1961 1936 1916 111 77 1030 54 997 143 117 97 433 397 150 973 64 886 102 945 60
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=31
num_cat=0
split_feature=1 1 12 1 13 4 484 16 160 123 457 2 9 0 16 133 2 0 16 149 12 4 16 16 2 1213 52 4 148 2
split_gain=0.677966 0.108214 0.122414 0.107982 0.10577 0.0930446 0.0892919 0.100844 0.079129 0.0786892 0.076873 0.0709192 0.114065 0.0703295 0.0794385 0.0689335 0.0673047 0.108992 0.0979224 0.0860413 0.0677603 0.112475 0.0613233 0.0649889 0.0589404 0.0666533 0.056504 0.0570554 0.114303 0.0657031
threshold=0.11146500000000002 0.089625000000000024 0.089410000000000003 0.14860500000000001 -0.093219999999999983 -0.010655 -0.011244999999999998 0.52822500000000006 -0.082299999999999984 0.083745000000000014 0.093100000000000002 0.11389000000000002 -1.0000000180025095e-35 -0.019414999999999998 -0.25582999999999995 -1.0000000180025095e-35 0.097070000000000004 -0.026509999999999995 0.11346000000000002 0.075040000000000009 0.09202500000000001 0.04735000000000001 -0.42170999999999997 -0.25582999999999995 0.11144000000000001 -0.077179999999999985 -0.160465 0.26450500000000005 -0.063899999999999985 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 5 -3 9 -6 8 -8 -2 11 12 -7 14 -5 -10 19 20 -19 -1 21 -18 -14 -24 25 -4 -17 29 -29 -28
right_child=3 2 24 13 6 10 7 -9 15 -11 -12 -13 22 -15 -16 26 17 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0082565993874431833 0.0086086776043860121 -0.0010595424361526965 0.012760445303992247 -0.0016498443331908097 0.012165112476795912 0.00094175449339672923 0.0086204327171712763 0.011069467663764954 -0.0015666576235422065 0.0019010665006530675 -0.0025343616749159991 0.002529487201142593 0.011128165618644964 -0.0041209958726540208 0.0070580653427168728 -0.00057496166788041593 0.013598626240596382 -0.00069664987386204309 0.006539458873642919 0.014420029058617176 0.0068338814530832211 0.0069363058504552169 0.000828272020444274 0.0074536777183152082 0.013196935805026441 0.0071565655838031405 0.002771365697064051 0.007115355008070103 -0.0029669551624228129 0.0076010129072852182
leaf_weight=1487 73 25 23 22 20 40 42 27 21 23 20 181 29 26 20 20 45 32 45 23 271 58 20 57 20 275 41 22 23 90
leaf_count=1487 73 25 23 22 20 40 42 27 21 23 20 181 29 26 20 20 45 32 45 23 271 58 20 57 20 275 41 22 23 90
internal_value=0 0.00765988 0.0065406 0.00367679 0.00519445 0.00424632 0.0057054 0.00525367 0.00464739 0.00700165 0.00348404 0.00385214 0.00549186 -3.35465e-05 0.00249678 0.00387841 0.00803031 0.00695833 0.00353224 0.00835048 0.00766371 0.00984703 0.00720889 0.00573279 0.00794178 0.00758908 0.00446182 0.00503418 0.00196217 0.00608944
internal_weight=0 2610 649 511 331 443 306 286 259 96 347 327 146 68 42 217 1961 451 77 1510 374 103 106 77 318 298 196 176 45 131
internal_count=3121 2610 649 511 331 443 306 286 259 96 347 327 146 68 42 217 1961 451 77 1510 374 103 106 77 318 298 196 176 45 131
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 4 2 0 49 150 4 1 3 0 4 2 10 4 39 3 1 0 131 47 3
split_gain=54.6864 8.22863 5.08848 4.54979 2.82364 2.55774 1.61607 1.58473 1.36878 1.21341 1.16174 1.15115 0.870699 0.987817 0.851686 0.714921 0.690854 0.594534 0.495918 0.512514 0.409746 0.35502 0.337661 0.312077 0.283589 0.282781 0.347415 0.279643 0.272184 0.256965
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.40473500000000007 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.14960000000000004 -0.10474999999999998 0.082865000000000008 1.0000000180025095e-35 0.0082450000000000006 0.083135000000000014 0.30112000000000005 -0.079119999999999982 -0.55119499999999988 0.087995000000000004 -0.38124499999999995 0.057560000000000007 0.087690000000000004 -0.12711499999999995 0.076935000000000017 -0.030209999999999997 0.09055500000000001 0.090100000000000013 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 28 7 -6 12 10 -5 17 14 13 16 22 18 -1 23 -14 -20 -18 -10 25 -4 -21 26 -7 -2 -3 -12
right_child=1 2 8 9 6 11 -8 -9 21 -11 29 -13 15 -15 -16 -17 20 -19 19 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092888445945143799 0.00099916166093476865 0.00023995689368705339 0.00048028824205046099 0.00081483030212654232 0.00082449601668410785 0.00089557561981769437 0.00028170682197692349 0.0012592066952072552 -0.0001294605260358526 0.00035519935060240312 0.00018537824991725241 0.00041880452939411724 0.0010140134615415032 0.0011171547855649674 0.00051243589639582822 0.00081619459608675386 0.00075922882082507829 -7.6496567113952527e-06 0.0012258337249517865 0.00074138039658553712 0.00046057533129686696 -0.00045869006184683016 0.00076916990331114235 0.00020747746455715318 0.00093406207245488784 0.00099785414985866894 0.00068324676816578671 0.00073872718004111234 0.00043280343666221159 -5.5906445862089819e-05
leaf_weight=46 51 191 38 34 71 193 30 76 34 63 20 26 1152 35 28 93 38 22 22 32 33 20 104 28 357 81 35 23 33 112
leaf_count=46 51 191 38 34 71 193 30 76 34 63 20 26 1152 35 28 93 38 22 22 32 33 20 104 28 357 81 35 23 33 112
internal_value=0 0.00030136 0.000225154 0.000932467 0.000391091 0.000949637 0.000663272 0.000981837 2.83307e-05 0.000516307 9.69912e-05 0.000819736 0.000970178 0.00082815 0.000843374 0.000983214 0.000741695 0.0002715 0.000993152 0.000934678 0.000620418 -0.000251397 0.00086581 0.00036455 0.000918212 0.000898336 0.000862981 0.000918216 0.000268367 -1.93482e-05
internal_weight=0 673 599 2448 325 2351 101 1884 274 97 220 467 1808 152 441 1656 117 88 1563 411 71 54 413 66 389 309 228 74 224 132
internal_count=3121 673 599 2448 325 2351 101 1884 274 97 220 467 1808 152 441 1656 117 88 1563 411 71 54 413 66 389 309 228 74 224 132
is_linear=0
shrinkage=0.00196078


Tree=4879
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 15 3 2 16 148 15 2 1 14 39 16 14 12 2 4 0 15 2 2 1 43 457 0 1 42
split_gain=0.728623 0.113334 0.117753 0.142852 0.113245 0.124789 0.113143 0.106172 0.106834 0.0957546 0.133214 0.0921818 0.0887462 0.0673758 0.0634585 0.0692305 0.0705908 0.0631792 0.0643148 0.0600423 0.0576481 0.0618607 0.0564229 0.0662823 0.0594765 0.0556857 0.0942582 0.0553362 0.093997 0.150379
threshold=0.11146500000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.050935000000000008 -0.03241999999999999 0.31299000000000005 0.10527500000000002 -0.013024999999999998 -0.043434999999999994 -0.24436499999999997 0.11548000000000001 0.085110000000000005 -0.47071999999999997 0.096625000000000016 -0.45661999999999997 -0.41076499999999994 -0.42850999999999995 0.15950500000000004 0.053180000000000012 -0.036484999999999997 -0.042209999999999991 -0.080614999999999978 0.086100000000000024 0.10871500000000002 -0.080884999999999985 0.085540000000000019 -0.085669999999999982 0.08592000000000001 0.082810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 9 8 -7 -2 13 20 -5 -11 15 -15 -17 -8 -19 27 21 -12 -14 -24 25 -25 -27 28 -3 -30
right_child=6 19 -4 4 -6 7 17 -9 -10 10 11 -13 22 14 -16 16 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0093475740035780918 -0.00068908112201218803 0.0093280754496278696 0.012269280261049668 0.0086166664217807235 0.010603124636691065 -0.0021238198337544287 0.0042124986703343248 -0.0039751026347013456 0.0068511016278838118 0.0079864541627466673 0.007866392626116674 0.0037650259620568248 -0.00051554648782170954 0.0069606409446957215 -0.0012618701693060323 0.0053570119887590417 -0.0015599852414905199 0.00086471230426633902 -0.0055327548264441171 0.0064159321233717972 0.0034762626344507393 0.013956925126590899 0.0085245609862613491 0.006100785822662361 0.0086670344789689848 -0.0026598109842532061 0.0048983765116920978 0.0076914752421832063 -8.3418045963706643e-05 0.0086185724704548536
leaf_weight=91 36 552 30 67 32 21 34 28 36 20 81 80 21 33 46 25 36 55 22 244 22 21 40 34 21 33 33 1235 29 63
leaf_count=91 36 552 30 67 32 21 34 28 36 20 81 80 21 33 46 25 36 55 22 244 22 21 40 34 21 33 33 1235 29 63
internal_value=0 0.0075761 0.00620025 0.00580185 0.00492026 0.0043758 0.00344689 0.00106749 0.00354455 0.00423074 0.00471732 0.00641153 0.00550514 0.00255719 0.00178158 0.00327093 0.00127485 0.000622194 -0.000963135 0.00789171 0.00811896 0.00912033 0.00435969 0.00499559 0.00382898 0.00281299 0.00111928 0.00808335 0.00883486 0.00587555
internal_weight=0 2610 487 457 366 334 511 85 57 400 364 204 249 160 140 94 61 111 77 2123 124 102 182 161 121 100 66 1879 644 92
internal_count=3121 2610 487 457 366 334 511 85 57 400 364 204 249 160 140 94 61 111 77 2123 124 102 182 161 121 100 66 1879 644 92
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 12 159 4 0 15 2 2 4 3 43 12 52 4 2 12 51 47 0 3 3 49 1
split_gain=20.7052 3.39922 2.21254 1.89114 1.28599 1.01375 0.790042 0.737551 0.700133 0.622781 0.575076 0.675875 0.599753 0.544865 0.417379 0.328418 0.309701 0.382625 0.306434 0.305142 0.317589 0.303441 0.290169 0.274029 0.240333 0.224682 0.217981 0.200923 0.200022 0.192148
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.09253500000000002 0.089410000000000003 -1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.11474000000000002 0.16394500000000004 0.42051500000000003 0.30112000000000005 -1.0000000180025095e-35 0.13597000000000004 1.0000000180025095e-35 0.24564500000000003 0.094835000000000017 0.088245000000000004 -0.031924999999999995 0.090100000000000013 -0.10474999999999998 1.0000000180025095e-35 0.11658 -0.072814999999999977 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 10 21 -7 -4 11 12 -1 29 15 16 17 -11 -10 20 23 -5 -13 -12 26 -25 -3 -28 -14 -6
right_child=1 2 9 7 13 8 -8 -9 18 14 19 22 28 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00098253632089772593 0.00086982871134823185 0.00035896063646247215 0.00058330338038110798 0.00095586934266916293 0.0008825736953719202 0.00038099805509452433 0.0010712050837776146 0.00048720190535059868 0.00081905967618550073 0.00035388057691279981 0.00056565533123430418 0.00092380001338930172 0.00076119940028805027 0.00046945447816835155 0.00012348607021949888 0.00023998943714503761 0.00024514223988582909 0.00070141107070039745 0.0005897225905992404 0.00087483641849216511 0.00051102369787991585 0.00068065907553048965 0.00087347459923150009 0.00097265883053050315 0.00060698947248359516 0.00075569712078136857 0.00060879350313786367 0.00042005205705715774 0.00052160768875547214 0.00068464455190897695
leaf_weight=23 74 98 26 24 44 20 85 66 112 29 21 852 21 26 61 108 29 21 28 88 22 43 912 25 32 69 35 57 37 33
leaf_count=23 74 98 26 24 44 20 85 66 112 29 21 852 21 26 61 108 29 21 28 88 22 43 912 25 32 69 35 57 37 33
internal_value=0 0.000473359 0.00042438 0.000861691 0.0005338 0.000874754 0.000885934 0.00063432 0.000724168 0.000294594 0.000878327 0.00088974 0.000714605 0.000714877 0.000264326 0.000310268 0.000406345 0.000499843 0.000773192 0.00078474 0.000726868 0.000779242 0.000897781 0.000768159 0.000449786 0.0008134 0.00042331 0.000491856 0.000608356 0.000797747
internal_weight=0 673 599 2448 325 2315 2155 133 160 274 2070 1845 81 103 248 187 79 50 140 225 137 67 1764 115 222 94 190 92 58 77
internal_count=3121 673 599 2448 325 2315 2155 133 160 274 2070 1845 81 103 248 187 79 50 140 225 137 67 1764 115 222 94 190 92 58 77
is_linear=0
shrinkage=0.00196078


Tree=4881
num_leaves=31
num_cat=0
split_feature=1 4 15 1 49 474 12 15 16 42 1 11 2 150 2 2 159 49 49 50 14 3 49 16 13 3 43 47 158 39
split_gain=0.691326 0.121674 0.0970934 0.0977862 0.108196 0.0974937 0.0864685 0.0937073 0.146763 0.112315 0.106562 0.0863562 0.0839713 0.0824454 0.0783982 0.0768923 0.0759923 0.0847593 0.0642925 0.0639775 0.0622518 0.0613129 0.0940956 0.121668 0.0585117 0.0731288 0.0659878 0.0580397 0.0563959 0.0523881
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.08864000000000001 -0.014169999999999999 0.105645 0.091625000000000012 -0.0063699999999999989 0.15273500000000004 0.084145000000000011 0.077845000000000011 0.077290000000000011 0.11177500000000001 -0.086544999999999983 0.25063000000000007 0.088850000000000012 0.082585000000000006 0.14233500000000002 -0.067649999999999988 0.11875500000000001 0.078235000000000013 -0.087909999999999988 -0.063424999999999981 -0.36241499999999999 0.10820000000000002 -0.12018999999999998 0.10366000000000002 0.11939500000000002 0.089460000000000012 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 6 21 12 7 -1 9 10 -9 19 13 -6 24 -8 17 18 29 -4 -13 -5 -23 -24 25 -3 -27 -20 -18 -2
right_child=1 14 11 4 5 -7 15 8 -10 -11 -12 20 -14 -15 -16 -17 28 -19 27 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0086067017258088917 0.006357647645317259 0.0074246720285908166 0.0080887433917855023 -0.0013288928686803125 0.0013593118696007878 0.013514643085072747 0.00051829766320145645 -0.0052997339961372994 0.0099710872786421198 0.0082859000717492217 0.0043354982354988662 0.015727438226342202 0.0012921774738060777 0.0075462496142080504 -0.0033683272311463954 0.006527507211184955 0.00057622674099753947 0.0005805374037008733 0.0093560701034001107 0.0028677146338547273 0.0089181161333068189 0.0064142602217065071 0.0056481775192713203 -0.0051285494491457939 -0.0016947224179083215 0.0031498661182855292 -0.0021899118812547789 0.0047452178676254475 0.0068082933791447434 -0.00020691340789198874
leaf_weight=578 31 34 1063 23 24 20 23 22 44 23 24 25 30 210 24 287 53 25 91 24 29 76 22 20 28 162 27 39 20 20
leaf_count=578 31 34 1063 23 24 20 23 22 44 23 24 25 30 210 24 287 53 25 91 24 29 76 22 20 28 162 27 39 20 20
internal_value=0 0.00358471 0.00747983 0.0069297 0.00565883 0.00678308 0.00746928 0.0080918 0.00545807 0.0025802 -0.000272656 0.00816737 0.00627311 0.00691169 0.00209199 0.00608166 0.00505604 0.00603849 0.00679235 0.00797347 0.0120706 0.00339438 0.00431502 0.000516403 0.00261409 0.00315511 0.00238704 0.00797281 0.00228364 0.00378331
internal_weight=0 554 2567 1426 425 284 1001 691 113 69 46 1141 264 234 275 310 279 206 181 1087 54 141 118 42 251 223 189 130 73 51
internal_count=3121 554 2567 1426 425 284 1001 691 113 69 46 1141 264 234 275 310 279 206 181 1087 54 141 118 42 251 223 189 130 73 51
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=31
num_cat=0
split_feature=1 3 9 44 3 14 0 1 3 2 130 0 0 52 49 52 42 39 12 402 402 16 15 402 1211 1213 150 3 4 1446
split_gain=0.559974 0.100722 0.0865296 0.0849149 0.0886907 0.0830756 0.169982 0.196904 0.14087 0.0881686 0.0905157 0.0880896 0.0824466 0.0788509 0.0760769 0.073449 0.09621 0.0668942 0.0623456 0.0787182 0.0708716 0.0995876 0.175419 0.0720764 0.0682904 0.0580407 0.0568586 0.0963041 0.0588707 0.105431
threshold=0.10920500000000001 0.31534000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 0.062655000000000016 -0.13027499999999997 0.083135000000000014 -0.034684999999999994 -0.13033999999999998 -0.072444999999999982 0.18019500000000002 -0.10836499999999999 0.048770000000000008 -0.070909999999999987 -0.23798499999999997 0.090545000000000014 0.087735000000000021 0.087695000000000009 0.2506000000000001 0.086055000000000006 -0.078844999999999985 0.087825000000000014 0.024785000000000005 0.087635000000000005 0.104315 0.08882000000000001 -0.082094999999999987 -0.0092149999999999992 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 4 5 6 7 -4 -9 -8 -11 18 -6 -3 -10 16 -2 -17 24 20 23 22 -22 26 25 -12 28 -28 29 -20
right_child=1 13 3 -5 12 -7 9 8 14 10 11 -13 -14 -15 -16 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013927340903319421 0.010961285032211774 -0.0020886350507345543 0.0098339821885977136 0.01199663540633816 -0.00088718570206828152 0.0097747843985891217 0.0016454581923279613 -0.0058633931690738319 0.0066690774861183997 0.010068500650200433 0.0076022285577295838 0.00027489544940181078 0.006322946475120262 0.0039961774751324864 0.00098658597937995398 0.0042935135860534502 0.0029480854884303851 0.0016007877634333487 0.0064508893101564383 0.00055567118847234676 0.0070828251261264089 0.006644813060300069 0.018690661936188523 0.00036165829747915269 0.012210384543023763 0.0033203939032374011 0.004688731103669852 0.013462723184633872 0.0050323500023496896 0.011869788288727012
leaf_weight=30 31 57 38 31 29 92 31 21 38 93 778 20 35 34 62 260 29 143 651 22 30 89 23 20 31 33 22 29 281 38
leaf_count=30 31 57 38 31 29 92 31 21 38 93 778 20 35 34 62 260 29 143 651 22 30 89 23 20 31 33 22 29 281 38
internal_value=0 0.00322624 0.00673185 0.00679498 0.00673064 0.00682694 0.00671154 0.00355442 0.00158233 0.00694065 0.00701665 0.00687933 0.00305586 0.000184811 0.00314593 0.00382402 0.00708824 0.00333803 0.00694386 0.00648254 0.00659276 0.00868844 0.0121202 0.00630689 0.00760407 0.007428 0.00642335 0.00967786 0.00625224 0.00674975
internal_weight=0 554 2567 2537 2506 2442 2350 159 121 2191 2160 2067 64 91 100 463 60 403 2047 1205 1183 142 53 1041 842 811 1021 51 970 689
internal_count=3121 554 2567 2537 2506 2442 2350 159 121 2191 2160 2067 64 91 100 463 60 403 2047 1205 1183 142 53 1041 842 811 1021 51 970 689
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 2 14 4 0 16 52 1 159 1 1 160 0 10 147 447 10 2 12 42 3 4
split_gain=22.0788 3.34444 2.01108 1.79249 1.11649 0.989184 0.78641 0.725938 0.522982 0.463329 0.42911 0.340097 0.327991 0.293956 0.268557 0.260408 0.257966 0.318361 0.255317 0.252768 0.238805 0.220444 0.215123 0.206088 0.20073 0.270397 0.19957 0.186773 0.19751 0.182159
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.23246000000000003 0.089775000000000008 0.077845000000000011 0.17025000000000004 0.062655000000000016 0.27834500000000006 -0.23091999999999999 -0.040964999999999994 -0.56176499999999996 0.091195000000000012 0.082585000000000006 0.089770000000000016 0.085110000000000005 -1.0000000180025095e-35 -0.070154999999999981 -0.38851999999999992 1.0000000180025095e-35 0.081385000000000013 -1.0000000180025095e-35 0.10613000000000002 0.10016000000000001 0.079510000000000011 -0.13309499999999996 -0.111605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 7 9 -4 10 -5 11 15 22 -9 -7 -14 23 17 27 20 -13 -18 -11 -3 -1 -2 -26 -8 -16 -29 -19
right_child=1 5 6 8 -6 13 26 12 -10 21 -12 19 14 -15 16 -17 18 29 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0009414169139028393 0.00036107201837171793 0.0005582643224282519 0.00086497988549246341 0.00084848466957984517 0.00060224597352964715 0.00043126108618699271 0.00071017789407907162 0.00064394809446138856 0.00052939074204998615 0.00022413473604079577 0.0010961310288643829 0.00040560243239807966 0.0010185249336658413 0.00074146706184822749 0.00081813608029342145 0.00086394744907762285 0.00095425828226975036 0.00081762305018948567 0.001143369607481302 0.00021896202900015019 0.00074228004335318248 -3.4274660223520587e-05 0.00030286102246990503 0.00075385384765776784 0.00065895745676814344 0.00047837132119285313 0.00047029022328263403 0.0010701259450306968 0.00087429856402839378 0.00058534663054245315
leaf_weight=1085 39 32 112 28 48 23 24 26 67 30 59 39 43 24 278 222 84 25 20 98 27 22 21 23 40 157 30 21 347 27
leaf_count=1085 39 32 112 28 48 23 24 26 67 30 59 39 43 24 278 222 84 25 20 98 27 22 21 23 40 157 30 21 347 27
internal_value=0 0.000490247 0.000605908 0.000887459 0.000898201 0.000329362 0.000771269 0.000904412 0.000623439 0.000278807 0.000932501 0.000323691 0.000860965 0.000589664 0.000867436 0.000925242 0.000859599 0.000844615 0.00093944 0.000272093 0.000902696 0.000114808 0.000457067 0.000937523 0.000489595 0.000515039 0.000576907 0.000856495 0.000885473 0.000697018
internal_weight=0 691 402 2430 2335 289 166 2287 95 242 1389 190 898 47 872 1330 829 698 131 137 111 52 53 1108 236 197 54 646 368 52
internal_count=3121 691 402 2430 2335 289 166 2287 95 242 1389 190 898 47 872 1330 829 698 131 137 111 52 53 1108 236 197 54 646 368 52
is_linear=0
shrinkage=0.00196078


Tree=4884
num_leaves=31
num_cat=0
split_feature=1 4 9 123 44 457 157 13 376 4 2 13 42 130 158 133 48 1213 13 3 401 12 1 48 41 52 0 0 41 1
split_gain=0.551275 0.0991714 0.078861 0.0810783 0.0700073 0.0675529 0.0754827 0.071499 0.0789315 0.0673773 0.0664898 0.0623382 0.0561624 0.068111 0.0559349 0.0547745 0.0533187 0.0514438 0.0502781 0.0572523 0.0573484 0.0596105 0.0613602 0.0502167 0.0946884 0.0901774 0.0900168 0.0950133 0.0721667 0.0800157
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.084995000000000015 1.0000000180025095e-35 -0.083804999999999977 -0.14310999999999999 -0.28558999999999996 0.083705000000000016 0.042705000000000007 0.25063000000000007 -0.080759999999999985 -0.12099999999999998 0.098975000000000021 0.080695000000000003 0.08622500000000001 0.10990500000000002 -0.0038499999999999997 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.12529499999999996 0.13501500000000002 0.092475000000000016 0.075585000000000013 0.13140000000000004 -0.11173999999999999 -0.14832499999999996 0.079300000000000009 0.084165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 9 -2 -7 -8 16 12 18 -5 13 15 17 -4 -9 -11 19 -3 21 -21 -23 24 26 -25 27 -14 -26 -30
right_child=1 10 3 11 -6 6 7 8 -10 14 -12 -13 23 -15 -16 -17 -18 -19 -20 20 -22 22 -24 25 28 -27 -28 -29 29 -31
leaf_value=0.0016307459509698676 -0.00074049217880449523 0.0066619712503298237 0.0094984106712564381 -0.00090286753990727927 0.011600560089948798 -0.00030675592909877505 0.0021440876600536288 0.0064275973214760656 0.001367416404760801 0.0010071660714945005 -0.0031266718249147139 0.0056307476689107724 0.0061224399621622938 0.014551884015090763 0.0077302011655999373 0.0034916115166561215 0.011107994388827744 0.0053359395233807541 -0.0016114742378704251 0.0072083713504700712 -0.0028589814575389026 0.0036894316435791552 -0.000541391944218623 0.0063669862522648312 0.015625071915842236 0.00027110868909706673 0.0071113282683356498 -0.00023734379353888523 0.004754017425235361 0.013240133291110396
leaf_weight=30 22 34 63 23 31 24 48 129 26 31 24 40 76 20 89 20 30 240 28 26 20 86 57 127 21 30 1647 34 25 20
leaf_count=30 22 34 63 23 31 24 48 129 26 31 24 40 76 20 89 20 30 240 28 26 20 86 57 127 21 30 1647 34 25 20
internal_value=0 0.00324952 0.00672778 0.00678806 0.00687827 0.00457783 0.0050331 0.00558313 0.00647542 0.00681835 0.00190187 0.00324546 0.00703667 0.0093133 0.0055551 0.00805099 0.00731069 0.00484077 0.00238269 0.0028842 0.0022046 0.00280384 0.00200302 0.00691824 0.00706603 0.00520217 0.00692635 0.00415669 0.0107845 0.00852562
internal_weight=0 554 2567 2537 2474 279 257 233 185 2443 275 63 2083 103 360 83 159 271 251 223 189 169 143 1980 1823 157 1757 110 66 45
internal_count=3121 554 2567 2537 2474 279 257 233 185 2443 275 63 2083 103 360 83 159 271 251 223 189 169 143 1980 1823 157 1757 110 66 45
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 14 2 2 2 4 0 47 1 4 150 3 4 0 2 3 3 11 15 10 47 4 50 13
split_gain=35.938 5.50807 3.58841 2.92238 1.98146 1.6489 1.08724 1.05635 0.931776 0.880084 0.869107 0.815471 0.609479 0.778427 0.762369 0.590236 0.572051 0.447485 0.384873 0.391346 0.375658 0.304376 0.29795 0.293618 0.265302 0.262474 0.258101 0.249654 0.241459 0.232147
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088305000000000008 0.099185000000000009 0.09253500000000002 0.062655000000000016 0.13501500000000002 0.11474000000000002 0.17025000000000004 0.40945500000000007 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.0061450000000000003 1.0000000180025095e-35 0.30112000000000005 -0.55119499999999988 -0.079119999999999982 0.094835000000000017 -0.12711499999999995 0.12745000000000004 1.0000000180025095e-35 -0.053579999999999996 -0.38124499999999995 0.090100000000000013 -0.0070899999999999991 0.10883000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 26 7 20 12 16 27 11 17 13 14 -5 18 23 22 -14 28 -1 -21 -4 -7 -22 -12 -3 -6 -20 -13
right_child=1 2 10 5 9 8 -8 -9 -10 -11 25 29 15 -15 -16 -17 -18 -19 19 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011798340001257296 0.0010899278036677527 0.00053089819507821392 0.00051899015252155798 0.0010993535664222036 0.0011747229273885793 0.0010329866156678752 0.00064909870747681126 0.0013627148378039197 0.00071638937442071351 0.00056897635772532105 0.00023955835801288229 0.00026737500340910214 0.0014074426230687297 0.0013093230389002403 0.00077423670562705015 0.0010012837393797017 0.00075835185957370506 0.00031634845178235663 0.001174185139019912 0.00090896497017192636 0.0010085548898752998 0.0011087237330203842 0.00078357285679944981 0.0011987932812784631 0.00072120255742823822 -4.352594310344726e-05 0.00071876217354923506 0.00092403089434576298 0.0010797671201696179 0.00045727443479032508
leaf_weight=26 74 190 36 54 21 325 69 78 39 25 34 99 22 26 57 110 27 22 1018 32 30 351 30 47 21 20 33 56 116 33
leaf_count=26 74 190 36 54 21 325 69 78 39 25 34 99 22 26 57 110 27 22 1018 32 30 351 30 47 21 20 33 56 116 33
internal_value=0 0.000585244 0.000522895 0.00109686 0.000662243 0.00111392 0.000827845 0.00113936 0.00100566 0.000888621 0.00035761 0.000412321 0.0011296 0.00100393 0.000932402 0.00114004 0.00103393 0.000558528 0.00114996 0.00114622 0.000988021 0.00109203 0.000639255 0.00105394 0.000890233 0.000134712 0.000558699 0.000992401 0.00116453 0.00031485
internal_weight=0 673 599 2448 325 2302 146 1864 438 102 274 220 1786 137 111 1649 399 88 1539 1517 77 383 66 372 51 54 223 77 1134 132
internal_count=3121 673 599 2448 325 2302 146 1864 438 102 274 220 1786 137 111 1649 399 88 1539 1517 77 383 66 372 51 54 223 77 1134 132
is_linear=0
shrinkage=0.00196078


Tree=4886
num_leaves=31
num_cat=0
split_feature=1 52 52 2 123 2 1 1 50 4 159 1447 475 42 16 457 1 15 12 12 401 39 4 43 42 475 16 52 52 3
split_gain=0.577605 0.101637 0.136641 0.0772388 0.0643677 0.0641926 0.0719395 0.0640894 0.0735352 0.0589965 0.0661466 0.07341 0.067038 0.0585845 0.0555851 0.0586775 0.0697888 0.0902969 0.0519305 0.0554316 0.0510335 0.0523478 0.0655512 0.0791451 0.0913762 0.0814441 0.113853 0.0759224 0.0696581 0.068454
threshold=0.10920500000000001 -0.23375999999999997 -0.16675999999999999 0.098630000000000009 0.08592000000000001 -0.0091949999999999983 0.092845000000000025 0.15799000000000005 0.14026500000000003 -0.085409999999999986 -0.085179999999999992 -0.084334999999999979 -0.029109999999999997 0.090545000000000014 0.058835000000000005 0.094310000000000019 0.11551000000000002 -0.072289999999999979 0.11734000000000001 0.10345000000000001 0.080710000000000018 0.10166000000000001 -0.49405499999999997 -0.064334999999999989 0.097640000000000018 -0.074304999999999982 -0.0073349999999999986 -0.40967499999999996 0.12603000000000003 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 -3 5 20 6 -1 8 14 10 -7 -12 -13 -2 15 16 17 -4 19 -18 21 22 -5 24 29 -25 28 -28 -27 -24
right_child=1 2 7 4 -6 9 -8 -9 -10 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0081420772333419128 0.0097240548580884937 -0.0046864743648177901 0.0034951077510967203 0.0094597321631305908 0.0012358759455050208 0.01287588585964254 0.0019362267411432842 -0.0011059395503252745 0.0091644760327075012 0.0070515916126573323 0.0027187889694081 0.0028461132710799579 0.0088249232723653023 0.003935772692784667 0.0065855043622749772 -0.0017553510341363457 0.0022728727770243914 0.010228265075212611 0.0065739926323294647 -0.0032550943679962073 0.0025021775159984831 0.0014981126479272331 0.0079262540136723434 0.010948903965098518 0.013449874169115597 0.0050055176366098049 0.0050227569342082877 -0.0012630710716146733 0.010449563996095597 0.0030552607319141566
leaf_weight=31 36 23 69 69 28 31 47 32 22 1514 24 20 301 34 44 26 195 28 25 20 36 21 131 21 24 124 33 46 29 37
leaf_count=31 36 23 69 69 28 31 47 32 22 1514 24 20 301 34 44 26 195 28 25 20 36 21 131 21 24 124 33 46 29 37
internal_value=0 0.00335101 0.0028359 0.00691137 0.0059171 0.007214 0.00440265 0.0032112 0.00353322 0.00733002 0.00845114 0.00805355 0.00845241 0.0069126 0.00322883 0.00282196 0.00317511 0.0054387 0.00226024 0.00175864 0.00614665 0.00639189 0.00659183 0.00614714 0.00767803 0.00498537 0.00444557 0.00136265 0.0060374 0.00685348
internal_weight=0 554 484 2567 599 1968 78 461 429 1890 376 345 321 70 407 363 337 97 240 215 571 535 514 445 192 253 232 79 153 168
internal_count=3121 554 484 2567 599 1968 78 461 429 1890 376 345 321 70 407 363 337 97 240 215 571 535 514 445 192 253 232 79 153 168
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=31
num_cat=0
split_feature=1 155 0 133 10 31 2 484 8 2 4 0 4 16 1427 402 43 4 475 160 1 15 16 483 16 51 1 3 13 13
split_gain=0.46786 0.0854243 0.0979905 0.0773973 0.0697289 0.0667049 0.103847 0.083039 0.0793492 0.0619581 0.0614909 0.0864411 0.0833601 0.0792523 0.0615842 0.068339 0.113325 0.0659878 0.0638174 0.0612986 0.0603935 0.107055 0.0576787 0.0553299 0.0683403 0.0733405 0.0542076 0.0533153 0.0527121 0.0752747
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 -0.24227499999999996 -0.089679999999999982 -0.018414999999999997 0.11067500000000001 -0.076559999999999975 0.089545000000000013 0.093320000000000014 -0.015039999999999998 -0.036484999999999997 -0.036839999999999991 -0.077589999999999978 1.0000000180025095e-35 0.095250000000000015 -0.11720999999999999 -0.49405499999999997 -0.07675499999999999 0.022560000000000004 0.098220000000000016 -0.14712999999999996 -0.45661999999999997 0.11634500000000002 0.41553500000000004 -0.019375 0.103565 -0.10217499999999997 0.00084500000000000016 -0.071554999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -5 8 -8 -7 -6 12 20 13 -11 15 16 -15 18 -18 28 21 -12 -23 24 25 -24 -22 -19 29 -9
right_child=1 -3 -4 5 9 6 7 19 -10 10 11 -13 -14 14 -16 -17 17 27 -20 -21 26 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033866981975734235 0.0086410104869055048 0.0077976407722703048 -0.0039979066167558945 -0.00096191770086685811 0.0066136328721768224 0.0067251325634113766 -0.0041781376540893688 0.0013719737784729502 0.00088103057118132716 0.0099414785533363734 0.012557853266064609 -0.0017026545153930783 0.010254413168993779 -0.0013480356862318927 0.010614732899037856 0.010028199568390846 0.0042412972447891661 0.00033617433606802178 0.010056473266171373 0.0076879186733137999 -0.00095269100773813476 0.008428727540582338 -0.0024832376826088875 0.0096268017590045926 0.0073411611460939569 0.0039374744080322337 0.0044524736727841871 0.0049674488779093175 -0.0009980279849158885 0.0053606469192244632
leaf_weight=20 23 35 21 45 1703 103 20 138 30 43 21 20 50 29 21 25 32 30 46 21 28 46 20 20 52 161 55 145 46 72
leaf_count=20 23 35 21 45 1703 103 20 138 30 43 21 20 50 29 21 25 32 30 46 21 28 46 20 20 52 161 55 145 46 72
internal_value=0 0.0030159 0.00269344 0.0029756 0.00622023 0.00270128 0.00308463 0.00204469 0.00540691 0.00626642 0.00556582 0.00471428 0.0064214 0.00590482 0.00537563 0.00501725 0.00457302 0.00525172 0.00767076 0.00249399 0.00503273 0.00565619 0.00517146 0.00457923 0.00414596 0.003228 0.00262904 0.00417352 0.00206793 0.00273952
internal_weight=0 554 519 498 2567 475 430 297 133 2547 844 423 421 371 328 307 282 253 78 277 403 320 299 253 233 181 83 175 256 210
internal_count=3121 554 519 498 2567 475 430 297 133 2547 844 423 421 371 328 307 282 253 78 277 403 320 299 253 233 181 83 175 256 210
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 1 2 1 150 1 50 12 157 4 40 2 13 2 475 47 2 50 16
split_gain=32.8368 5.55052 2.8245 2.32249 1.80179 1.7882 1.26364 1.1408 1.00031 1.12063 0.777661 0.767891 0.590364 0.576714 0.507493 0.490876 0.44713 0.38557 0.314115 0.367653 0.357186 0.300373 0.288018 0.269949 0.346954 0.265515 0.261444 0.214553 0.206646 0.205013
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 0.122715 1.0000000180025095e-35 0.13436000000000001 0.041865000000000006 0.09141500000000001 -0.069619999999999987 -0.51843499999999987 -0.077714999999999992 -0.0091949999999999983 -0.47860499999999995 0.31358000000000003 -0.081364999999999979 0.10350500000000001 0.12992500000000004 0.10917 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 21 12 -8 -10 -4 15 18 22 26 25 -11 23 20 -20 -1 -3 -14 -6 -25 -7 -2 -5 -22 -21
right_child=1 4 10 27 17 11 8 -9 9 16 -12 -13 13 -15 -16 -17 -18 -19 19 29 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00143259355728639 0.0011613673129182893 0.00049658394853353425 0.0010348471120051447 0.00068888849668246883 0.00038695854837084831 0.0012161405452715806 0.00098270687207677003 0.0013939040478390125 0.0009604007197119563 0.00058758926160337776 0.0006668867238985946 0.00076892760981788258 0.00089368894886787589 0.00082338869643552555 0.00080283696765106542 0.00079549395532692877 0.00032698649983073954 0.00049457467801849856 0.00086631911252838336 0.0011503643228935356 0.0011874162692894826 0.00027703486507137614 0.0011221322808822576 0.0002520881450457794 -7.5201210794130375e-05 0.0010505867696478379 0.00096507294213070579 0.00047214788870484221 0.0010815774493296204 0.00098504405833926855
leaf_weight=22 75 46 34 59 22 42 30 79 29 162 63 41 23 31 29 27 30 23 21 292 1062 50 274 33 20 329 40 25 76 32
leaf_count=22 75 46 34 59 22 42 30 79 29 162 63 41 23 31 29 27 30 23 21 292 1062 50 274 33 20 329 40 25 76 32
internal_value=0 0.000634718 0.00112376 0.000883491 0.000507258 0.00113729 0.000573563 0.0011632 0.000646741 0.000601134 0.000795863 0.00102443 0.00115326 0.00107788 0.00103464 0.00105075 0.00054687 0.000272482 0.00116968 0.00111774 0.00118513 0.000382235 0.00110444 0.000204373 0.000128583 0.00106933 0.00109309 0.000624382 0.00118035 0.00113404
internal_weight=0 673 2448 228 445 2351 347 1912 251 221 97 439 1833 328 144 398 192 98 1505 345 1160 96 297 75 53 371 115 84 1138 324
internal_count=3121 673 2448 228 445 2351 347 1912 251 221 97 439 1833 328 144 398 192 98 1505 345 1160 96 297 75 53 371 115 84 1138 324
is_linear=0
shrinkage=0.00196078


Tree=4889
num_leaves=31
num_cat=0
split_feature=1 3 12 1 150 1429 157 4 133 13 150 4 0 52 3 2 42 4 2 43 15 13 16 12 0 3 52 42 1444 4
split_gain=0.495389 0.0871451 0.0861559 0.0729396 0.0887979 0.0719931 0.113299 0.0742022 0.0701845 0.091586 0.0659773 0.0729334 0.065422 0.0657728 0.062505 0.0572033 0.0544521 0.0577137 0.0523648 0.0753768 0.076605 0.0892477 0.0506959 0.0503508 0.0467002 0.0700744 0.125392 0.0705852 0.059567 0.0821984
threshold=0.10920500000000001 0.31534000000000006 -0.42850999999999995 0.089625000000000024 1.0000000180025095e-35 -0.047929999999999993 -0.087624999999999981 -0.010655 -0.084614999999999982 -0.08971999999999998 0.085210000000000022 0.0067750000000000006 -0.033209999999999996 -0.046924999999999988 0.10732000000000001 0.15109000000000003 0.11551500000000002 0.022185000000000003 0.14753000000000002 -0.03898999999999999 -0.069954999999999989 -0.010739999999999998 -0.5335399999999999 -0.010834999999999999 -0.14920999999999998 0.083060000000000009 0.016565000000000003 0.083235000000000017 -0.083894999999999983 -0.55119499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 14 8 -2 -7 12 -5 -10 -6 -12 13 -8 15 16 24 -18 19 20 21 -9 -13 -11 25 26 -1 -28 -26 -30
right_child=1 2 -4 4 10 6 7 18 9 23 11 22 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=0.017527907040147558 0.0096157998126000163 0.004254131271903004 -0.0020705008124683186 0.01004472364628211 -0.00058213805102489216 -0.0038725673872977498 0.0053996921709642334 0.002507955790702582 0.00074586616123490258 0.0028723644843557852 0.0071255576072467705 0.0042781993385527612 0.0023985761366784575 0.012476812157062039 0.0018164244974032046 0.0015284485649317504 0.0058711682346095397 -2.6987468646395777e-05 0.00017211015849393242 0.0052757452638373557 0.0059455371664003717 -0.0039100852150780454 -0.002066761995665729 0.0066180823945302253 0.0017339273609898308 0.0060347556517544119 0.0037846971920225772 0.012186194676905871 0.013188504653849773 0.0068928806010172122
leaf_weight=21 20 35 56 43 33 20 29 78 33 40 54 34 25 24 25 20 79 21 49 150 38 30 20 349 22 44 20 20 21 1668
leaf_count=21 20 35 56 43 33 20 29 78 33 40 54 34 25 24 25 20 79 21 49 150 38 30 20 349 22 44 20 20 21 1668
internal_value=0 0.00319107 0.00036205 0.00648833 0.00552943 0.0037471 0.00348215 0.00382989 0.006196 0.00580384 0.00333116 0.00452689 0.00661537 0.00860443 0.00678465 0.00684881 0.00690434 0.00463256 0.00320013 0.00370139 0.00208389 0.000725167 0.00192821 0.00623292 0.00702944 0.00907651 0.0112706 0.00798545 0.00690382 0.00697116
internal_weight=0 554 91 2567 606 463 443 423 465 422 141 108 78 53 1961 1936 1916 100 345 296 146 108 54 389 1816 105 61 40 1711 1689
internal_count=3121 554 91 2567 606 463 443 423 465 422 141 108 78 53 1961 1936 1916 100 345 296 146 108 54 389 1816 105 61 40 1711 1689
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=31
num_cat=0
split_feature=1 2 48 0 11 41 1454 12 9 157 48 4 484 3 123 1429 1 1208 16 51 16 42 50 47 4 132 12 3 47 1455
split_gain=0.406119 0.114333 0.0896796 0.073807 0.112188 0.104158 0.0908585 0.0860826 0.0839844 0.069723 0.0670434 0.15172 0.0839973 0.0755136 0.064775 0.0594094 0.0553347 0.053217 0.101665 0.0485955 0.0856958 0.0784559 0.0722073 0.0485917 0.0477165 0.0442912 0.0627345 0.0462138 0.0434905 0.0431709
threshold=0.11866500000000001 0.10188000000000001 0.13400000000000004 -0.076234999999999983 0.078065000000000009 0.079300000000000009 0.077440000000000023 -1.0000000180025095e-35 -0.08477999999999998 -0.24909499999999998 0.093265000000000015 -0.17966999999999997 0.064170000000000019 -0.10519499999999998 0.085290000000000019 0.087865000000000013 0.16773500000000005 0.099975000000000008 -0.080029999999999976 -0.021449999999999997 0.0028900000000000006 -0.062154999999999995 0.11644500000000001 0.085505000000000012 0.27044500000000005 0.019705000000000004 0.089085000000000011 0.13524500000000003 0.11043500000000002 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 9 -6 7 8 -5 -1 11 13 17 -9 25 24 23 18 -13 -20 21 -21 -23 -2 29 27 -27 -3 -25 -11
right_child=16 2 -4 6 5 -7 -8 10 -10 15 -12 12 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00061876002106476917 0.0016475056362674958 0.0057073193780929109 -0.0020464100199751555 0.0052842385995273411 0.014381603642620824 0.006006638455221913 0.011310977196054799 0.014660676825968994 -0.0023152050248234335 0.01074858834643079 -0.00031257525219448973 -0.0023344123084098104 -0.00099659208566523524 0.0074934025190542541 0.0014491014320541311 0.0023789981502647466 -0.0026286754595196767 0.0090854939705293097 0.0085861158064183072 0.010802937356755138 0.00056849643976117175 0.0024948425880023119 0.009016798440522205 0.0084628147550392906 0.0019551363851254186 -0.0011676487477066426 0.0049778047549214376 0.0022003778710779623 0.0032426256103635638 0.0063838616294245379
leaf_weight=22 230 450 20 26 33 27 21 21 33 23 21 20 26 49 54 38 23 28 34 25 42 58 24 20 24 26 46 41 79 1537
leaf_count=22 230 450 20 26 33 27 21 21 33 23 21 20 26 49 54 38 23 28 34 25 42 58 24 20 24 26 46 41 79 1537
internal_value=0 0.00571945 0.00454388 0.00607069 0.00636557 0.0106129 0.00489669 0.00456573 0.0010337 0.00621055 0.00516455 0.00551629 0.00439213 0.00964358 0.00475751 0.0062864 0.00211333 0.00499865 0.00443495 0.00517477 0.00439634 0.00589885 0.00440371 0.00244483 0.00638014 0.00507483 0.00275861 0.00541448 0.00429721 0.00644821
internal_weight=0 2769 637 2132 1704 60 428 407 59 1644 348 327 257 70 617 1622 352 231 203 183 149 107 82 329 1584 563 72 491 99 1560
internal_count=3121 2769 637 2132 1704 60 428 407 59 1644 348 327 257 70 617 1622 352 231 203 183 149 107 82 329 1584 563 72 491 99 1560
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 44 1 2 2 4 1 2 16 2 47 4 2 475 1 15 131 52 0 16 15 15 52
split_gain=21.0809 3.15127 2.04736 1.75762 1.131 1.11939 0.624854 0.622709 0.611372 0.551445 0.455722 0.45153 0.403854 0.397592 0.657403 0.38474 0.247436 0.241495 0.21194 0.220023 0.20857 0.199764 0.178793 0.1701 0.168337 0.369963 0.173658 0.173801 0.166673 0.195291
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.10672500000000001 0.062655000000000016 0.094585000000000016 0.077845000000000011 0.14122000000000004 0.14960000000000004 0.40945500000000007 0.089625000000000024 0.090425000000000019 -0.52595999999999987 -0.0091949999999999983 0.090100000000000013 -0.55119499999999988 0.088850000000000012 -0.082014999999999991 0.11588000000000001 -0.41942499999999994 0.091440000000000007 -0.56176499999999996 -0.030209999999999997 0.061255000000000011 -0.048699999999999993 -0.040804999999999994 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 17 7 21 13 11 -5 15 12 -4 18 16 -7 -15 -3 -1 -20 -17 -6 -13 -2 -22 26 28 -28 29 -26
right_child=1 2 8 9 6 10 -8 -9 -10 -11 -12 22 -14 14 -16 20 -18 -19 19 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0011155429117931149 0.00093475696384951715 0.00044144481986712659 0.00047724529377801667 0.00085842423036652782 0.00090805119086129985 0.0005604299559604887 0.00047034614162483053 0.0010875971230483153 0.00063030716652671492 0.00053349382281858953 0.00060999362160719386 0.00029609946313550182 0.00027740335130498316 0.00067312478445921307 0.0005243712799577558 0.00096337695408355245 0.00088486364339236386 0.00062338020508656241 0.00093498941549262382 0.0008846075277951981 0.00099847488543566517 0.00070195842270899295 9.9430789347164903e-05 0.00072197666501297669 0.00072341007305020322 0.00064746977929796916 0.00081261994027230391 0.00061204864789603979 0.00094179923043531525 0.00089205321382711277
leaf_weight=21 52 187 59 28 40 20 28 76 22 71 41 27 114 23 23 46 274 33 941 516 20 33 52 20 44 45 98 20 81 66
leaf_count=21 52 187 59 28 40 20 28 76 22 71 41 27 114 23 23 46 274 33 941 516 20 33 52 20 44 45 98 20 81 66
internal_value=0 0.000488213 0.00044133 0.00088133 0.000547595 0.000892089 0.00071937 0.000913747 0.000316837 0.000625393 0.00080771 0.00028947 0.000345558 0.000906398 0.000843735 0.000826133 0.000868466 0.000468735 0.000919965 0.000917147 0.000838786 0.000814886 0.000166647 0.000875651 0.000823462 0.000813574 0.000837764 0.000778625 0.0008743 0.000824596
internal_weight=0 667 595 2454 321 2355 101 1874 274 99 481 252 173 1798 320 440 297 220 1478 1457 420 73 79 72 374 354 309 118 191 110
internal_count=3121 667 595 2454 321 2355 101 1874 274 99 481 252 173 1798 320 440 297 220 1478 1457 420 73 79 72 374 354 309 118 191 110
is_linear=0
shrinkage=0.00196078


Tree=4892
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 48 10 10 34 123 402 0 3 4 0 4 49 15 2 4 0 41 40 16 16 1 157 51
split_gain=0.406672 0.115513 0.0978672 0.0932166 0.093201 0.092225 0.0743809 0.0790441 0.0598385 0.09627 0.0794585 0.0682838 0.0629732 0.082951 0.0540884 0.0912058 0.0539064 0.0590299 0.0519122 0.0505109 0.0496239 0.0570678 0.0539285 0.0566043 0.0486187 0.0480739 0.0533267 0.0502495 0.0466931 0.0599482
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.11924500000000002 -0.024949999999999996 -0.005834999999999999 -0.38124499999999995 -0.038779999999999995 0.12630500000000003 0.09277500000000001 0.010870000000000003 0.149315 0.022185000000000003 -0.062764999999999974 -0.0043399999999999992 -0.026779999999999995 -0.10469999999999999 -0.080614999999999978 0.40124500000000002 -0.14920999999999998 0.079395000000000007 -0.08440499999999998 -0.16075999999999999 -0.071854999999999988 1.0000000180025095e-35 -0.48214999999999997 0.16385000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 16 7 -7 9 -2 -10 12 13 14 15 -12 17 -5 -8 -16 -3 22 23 -22 -18 -9 -27 -28 -24 -30
right_child=8 20 -4 4 -6 6 18 25 10 -11 11 -13 -14 -15 19 -17 24 -19 -20 -21 21 -23 28 -25 -26 26 27 -29 29 -31
leaf_value=-0.0013937564981777383 0.0034027587704579623 0.010183881331856054 -0.0014386344450311019 0.0034499688573520295 0.010947672213212802 0.0021203229301854187 0.0061624856628477581 0.0097549456153430206 -0.00306444389196778 -0.004017239239894682 0.0099079317499504056 -0.002285330942249857 -0.0015780196851119402 0.0093681238924286196 0.0033817538559981967 0.0033580849688987658 0.0017284051170977561 -0.0015630380074470873 0.00032504637462970541 -0.0023212360031902792 0.01185435128299463 0.0013385926783084871 0.0097379191921979392 0.0053059143325795465 0.0077560005360282963 0.0032404236548410899 0.0039576462746874711 0.0081729035781851669 0.0060674611367181989 0.0015641010249964893
leaf_weight=23 34 30 26 55 26 38 25 51 21 36 27 20 20 28 41 100 23 41 39 25 33 25 34 22 32 44 37 120 2015 30
leaf_count=23 34 30 26 55 26 38 25 51 21 36 27 20 20 28 41 100 23 41 39 25 33 25 34 22 32 44 37 120 2015 30
internal_value=0 0.00581228 0.00455752 0.00483893 0.00510889 0.00480828 0.00569089 0.00637184 0.0022037 -0.00041324 0.0028533 0.00332944 0.0037954 0.00428168 0.00354375 0.00475057 0.00273913 0.001309 0.0026053 0.00122153 0.00614475 0.00608862 0.00614427 0.00923498 0.00523537 0.00701295 0.00631721 0.0071795 0.0060625 0.0060014
internal_weight=0 2769 580 554 531 505 354 290 352 70 282 261 241 221 193 127 151 96 64 66 2189 2159 2134 55 55 252 201 157 2079 2045
internal_count=3121 2769 580 554 531 505 354 290 352 70 282 261 241 221 193 127 151 96 64 66 2189 2159 2134 55 55 252 201 157 2079 2045
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 0 1 4 50 150 2 1 1 1 1 2 4 1 1 3 52 481 49
split_gain=66.155 10.0815 5.49834 5.44062 3.39769 3.13066 2.19763 1.89831 1.62573 1.59598 1.50148 0.922242 0.829412 0.784569 0.703575 0.674753 0.674385 0.579768 0.565418 0.453119 0.449947 0.382374 0.368742 0.348575 0.329631 0.311751 0.282243 0.275495 0.203802 0.168724
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.13501500000000002 0.089770000000000016 -0.10607499999999999 0.122715 -0.15289999999999995 0.041865000000000006 1.0000000180025095e-35 0.089005000000000015 0.13075500000000004 0.12000500000000001 0.13265500000000002 0.12958500000000003 -1.0000000180025095e-35 0.038415000000000012 0.16175000000000003 0.076935000000000017 -0.10831999999999999 -0.088204999999999992 -0.0066299999999999996 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 11 -4 21 16 17 -13 27 -11 24 23 -1 -5 -3 -16 -8 -14 25 -6 26 -7 -2 -19 -10
right_child=1 4 8 18 15 10 9 -9 29 14 -12 12 22 -15 20 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0046748684748542614 0.0046232970658629073 0.0037668776356316858 0.004472697427391043 0.003930946654743619 0.0034047067111433898 0.0043114822437289625 0.004341453423824553 0.0049427193384790563 0.004034389378427772 0.0041787320726058069 0.0041313187651384883 0.0042584497616140957 0.004340123101776722 0.0041689049883256333 0.0038306679286009876 0.0036979419163808923 0.0041977012772099554 0.0047010332151176107 0.0035748457694365311 0.0034762486523272945 0.0035348944956689232 0.0039997760571685494 0.0045897454196590238 0.004432626946767171 0.0031168464761154326 0.0046623830192349201 0.0045432507935466993 0.0044312905822815347 0.0045794705150051136 0.0038308021262983276
leaf_weight=976 59 30 34 60 65 23 34 76 34 20 48 38 25 29 141 26 27 60 24 66 23 20 253 125 20 78 166 56 456 29
leaf_count=976 59 30 34 60 65 23 34 76 34 20 48 38 25 29 141 26 27 60 24 66 23 20 253 125 20 78 166 56 456 29
internal_value=0 0.00389051 0.00458465 0.00422578 0.00371873 0.00460352 0.0038175 0.00463914 0.00412716 0.00391851 0.00445981 0.00462638 0.00453016 0.00445712 0.00383153 0.00342153 0.00449744 0.00464676 0.0038292 0.00356707 0.00378919 0.00421491 0.0045673 0.00451808 0.00333697 0.00455809 0.00451505 0.0045298 0.00459361 0.00394067
internal_weight=0 673 2448 228 445 2351 334 1884 97 238 467 1808 316 144 184 111 419 1492 84 96 164 54 278 392 85 267 189 115 516 63
internal_count=3121 673 2448 228 445 2351 334 1884 97 238 467 1808 316 144 184 111 419 1492 84 96 164 54 278 392 85 267 189 115 516 63
is_linear=0
shrinkage=0.00196078


Tree=4894
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 2 47 0 49 4 2 4 1 0 4 0 42 43 4 0 457 3 3 159 16
split_gain=27.8138 4.80901 2.9512 2.3925 2.16534 1.36828 1.09399 0.850398 0.776328 0.680656 0.672069 0.484187 0.447477 0.752746 0.429987 0.362233 0.316994 0.545999 0.380123 0.284853 0.256349 0.251186 0.605844 0.285485 0.275206 0.251137 0.233651 0.311899 0.246773 0.223795
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.14960000000000004 0.077845000000000011 0.062655000000000016 0.17025000000000004 0.13082500000000002 -0.10474999999999998 0.0065400000000000015 -0.17966999999999997 0.14530500000000005 -0.013125 0.093100000000000002 0.14486500000000005 0.0082450000000000006 -0.14226499999999997 0.084835000000000008 -0.11278499999999998 -0.49013999999999996 -0.067624999999999977 0.048635000000000005 -0.14186499999999996 -0.098469999999999988 0.082585000000000006 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 9 -6 16 -5 12 11 -4 13 20 -3 -16 18 25 26 21 -1 23 -23 -14 -25 -18 -7 -28 -29 -12
right_child=1 2 10 8 6 7 -8 -9 -10 -11 29 -13 19 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0010078836592029483 0.0011004837008790952 0.00085474118517310006 0.0003897885538728114 0.0010501557632404215 0.0010062837781281814 0.0012026821732998747 0.00061378037210042564 0.000676927836485443 0.00066138125524330398 0.0013279124868210172 0.00028959734212732365 0.00072145131927933183 0.0013367663446948845 0.0012960593242810682 0.00057834737987749903 0.00032678592917387636 0.0010038570870482732 0.00074144778578402173 0.00087731543975649135 0.00099108678181799182 0.00079758694988210459 0.00078512831008370552 0.0011165253607071529 0.0011568509712059725 0.00092342993208006311 0.001230928073911106 0.00084087563301223555 0.0010711530498338177 0.0012832171039914638 2.5326523551328936e-05
leaf_weight=52 76 20 110 28 86 63 40 26 67 62 28 20 33 26 265 24 294 30 34 56 39 22 590 669 20 20 21 255 23 22
leaf_count=52 76 20 110 28 86 63 40 26 67 62 28 20 33 26 265 24 294 30 34 56 39 22 590 669 20 20 21 255 23 22
internal_value=0 0.000635166 0.000577663 0.00108099 0.000665038 0.0010934 0.00088168 0.00102547 0.000775967 0.00112657 0.000366509 0.000440814 0.00111828 0.00100182 0.000576698 0.000557456 0.00103772 0.000994174 0.00107554 0.00112809 0.000917756 0.00113384 0.00110461 0.00115861 0.00115008 0.00101832 0.00109416 0.00107129 0.0010887 0.000173318
internal_weight=0 691 615 2430 435 2335 126 766 95 1569 180 130 1507 117 309 289 740 344 396 1390 91 1334 612 722 689 314 362 299 278 50
internal_count=3121 691 615 2430 435 2335 126 766 95 1569 180 130 1507 117 309 289 740 344 396 1390 91 1334 612 722 689 314 362 299 278 50
is_linear=0
shrinkage=0.00196078


Tree=4895
num_leaves=31
num_cat=0
split_feature=1 2 9 4 131 15 4 4 52 2 3 3 15 159 12 16 157 4 4 155 157 1 51 2 42 13 42 42 43 4
split_gain=0.610936 0.104651 0.0892774 0.0869209 0.082879 0.116957 0.200044 0.0794627 0.0656283 0.0636281 0.0698999 0.186542 0.0783502 0.0712682 0.0745186 0.0648879 0.080158 0.0667799 0.0778918 0.0606611 0.0814251 0.0582643 0.0556668 0.0609017 0.0486846 0.140853 0.0748537 0.129478 0.105682 0.0626538
threshold=0.10920500000000001 0.14753000000000002 -1.0000000180025095e-35 0.27287000000000006 0.090030000000000013 -0.40580499999999992 0.015030000000000002 0.24564500000000003 0.039215000000000007 0.092365000000000017 -0.14186499999999996 -0.10217499999999997 0.040760000000000005 0.094385000000000011 0.093765000000000015 -0.25582999999999995 -0.077664999999999998 -0.0096849999999999974 -0.036839999999999991 0.10158500000000002 -0.07797999999999998 0.094465000000000007 0.045645000000000005 0.10699500000000002 1.0000000180025095e-35 -0.043669999999999994 0.083715000000000026 0.083995000000000014 -0.013819999999999997 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 19 5 -3 -7 9 -9 24 12 -12 22 15 -15 -13 -17 18 -18 20 -2 -19 23 -11 -4 26 28 -28 -26 -29
right_child=1 4 7 -5 -6 6 -8 8 -10 10 11 13 -14 14 -16 16 17 21 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0046998646696374642 0.0022078847586685284 0.0079438269000362462 0.011310366538172988 0.0056793299255271761 0.0093937972145925284 0.0053473869431079095 -0.0058560810967658965 0.0059174255557152651 0.010570256225299092 0.014725082102966936 0.0017615755990846083 0.013365798563851665 0.017583500281907621 0.017029967255890368 0.0099231361359771765 0.0052457492720210351 0.0094724227035254387 0.0086660764772758456 0.013358588108200243 0.013483324960212817 0.0086377005767141607 0.0038434550936879783 0.0060104130208492278 0.0088993589380098621 0.0097759863008158639 0.0041552402934915316 0.016358728505647145 0.01346939919250352 0.0014156250637911616 0.010175594452254189
leaf_weight=30 22 27 695 210 21 34 30 77 50 38 32 36 20 25 36 52 236 184 66 22 188 29 20 34 54 37 39 63 21 693
leaf_count=30 22 27 695 210 21 34 30 77 50 38 32 36 20 25 36 52 236 184 66 22 188 29 20 34 54 37 39 63 21 693
internal_value=0 0.00646144 0.0101231 0.00715329 0.00373109 0.00242431 9.57613e-05 0.0101872 0.00774925 0.0103157 0.00959219 0.00921908 0.0119108 0.00957847 0.0128358 0.00924896 0.00898758 0.00936539 0.0103217 0.00848748 0.0079641 0.00800948 0.0106776 0.011974 0.0106806 0.010198 0.010455 0.0107399 0.00743509 0.0104501
internal_weight=0 554 2567 442 112 91 64 2537 127 2410 808 696 112 664 61 603 567 515 302 232 210 213 92 72 1602 907 870 795 75 756
internal_count=3121 554 2567 442 112 91 64 2537 127 2410 808 696 112 664 61 603 567 515 302 232 210 213 92 72 1602 907 870 795 75 756
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 2 12 1 4 0 4 52 2 0 159 14 1 0 12 0 15 3 4 3 150 11 3 147 1 0
split_gain=26.8241 3.313 2.78599 2.41851 1.7092 1.08652 1.0795 1.07153 0.93901 0.70491 0.584339 0.516292 0.821428 0.537227 0.486811 0.481911 0.389573 0.38831 0.431786 0.366719 0.529485 0.331024 0.453667 0.565458 0.316948 0.299127 0.322426 0.282307 0.259438 0.29231
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.14285500000000004 0.090285000000000018 0.13075500000000004 -0.17966999999999997 -0.23194499999999998 0.033845000000000007 0.08257500000000001 0.10402500000000002 -0.078904999999999989 0.084250000000000005 0.076175000000000007 0.15471500000000002 -0.072894999999999988 0.13597000000000004 -0.11242999999999999 -0.095244999999999982 -0.11171999999999999 -0.064054999999999987 0.013900000000000001 1.0000000180025095e-35 0.080705000000000013 -0.10831999999999999 0.088610000000000008 0.096255000000000021 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 14 15 27 -6 -1 17 12 13 28 24 19 -9 -8 25 20 -4 -11 -23 -24 -5 26 -19 -3 29 -10
right_child=1 7 6 5 8 -7 10 16 11 21 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013426810821747398 0.00094957816647953303 0.00057461298301069883 0.001136877576217932 0.00078604434865081152 0.0010786299018223477 0.00030970526862461405 0.0010614563394136646 0.00034883599144695018 0.00076896774089511703 0.00075106071078004941 0.00090087821186844686 0.00099394802475570566 0.00048741224216004473 0.00057512556049518272 0.0004607856004538305 0.0012905127982603415 0.00011281542212595375 0.00074345119684960021 0.00070784879373569118 0.0010928130585280524 0.00069606416392241355 0.0011457220846106449 0.001013394575427165 0.00067540747977422365 0.00057446708893419004 0.0011323600751059015 0.00098782084950160267 0.00032687208788725089 0.00071473092738152889 0.0010770991671278801
leaf_weight=22 101 112 20 81 31 45 490 116 20 23 171 22 59 36 38 46 35 23 22 1053 22 55 71 26 41 49 213 21 28 29
leaf_count=22 101 112 20 81 31 45 490 116 20 23 171 22 59 36 38 46 35 23 22 1053 22 55 71 26 41 49 213 21 28 29
internal_value=0 0.00055968 0.00102395 0.000701231 0.000878516 0.000578875 0.00105305 0.000407164 0.000761751 0.00101188 0.00100488 0.000711115 0.000674939 0.000772851 0.000654579 0.00109391 0.000294129 0.0010272 0.00097252 0.00108565 0.000905975 0.00097029 0.00100346 0.0009228 0.000714941 0.00099295 0.000964005 0.000535496 0.000865295 0.000951331
internal_weight=0 590 2531 306 422 205 2109 284 225 197 968 194 172 113 160 1141 151 797 307 1095 42 175 152 97 122 285 236 133 77 49
internal_count=3121 590 2531 306 422 205 2109 284 225 197 968 194 172 113 160 1141 151 797 307 1095 42 175 152 97 122 285 236 133 77 49
is_linear=0
shrinkage=0.00196078


Tree=4897
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 43 2 1 12 150 4 4 0 15 52 0 1 2 158 4 49 3 16 3 1 1 15 3
split_gain=24.5612 3.98809 1.79495 1.68292 1.38756 1.19877 0.987836 0.764777 0.562515 0.534289 0.478439 0.453995 0.419078 0.404754 0.451411 0.497989 0.375845 0.36452 0.3634 0.36049 0.354866 0.354084 0.351303 0.305059 0.282515 0.24644 0.216288 0.196444 0.256446 0.189252
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099185000000000009 0.062655000000000016 -0.025214999999999998 0.13501500000000002 0.077845000000000011 -0.42850999999999995 1.0000000180025095e-35 -0.029144999999999997 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.53964499999999982 -0.079119999999999982 0.12656000000000003 0.10497000000000002 0.085030000000000008 -0.55119499999999988 -0.054984999999999992 -0.12018999999999998 -0.004174999999999999 -0.13927999999999999 0.14173500000000003 0.083345000000000016 -0.10091499999999999 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 13 18 11 -4 -6 25 -9 14 15 -1 -2 -16 -3 -14 27 -19 -18 -23 -21 -7 -12 -15 -29 -27
right_child=1 4 9 -5 10 8 -8 12 -10 -11 26 -13 19 20 17 -17 22 21 -20 24 -22 23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0011061439149316723 0.001057453985521521 0.0004976013482191643 0.0009491464154434805 0.000549452604024204 0.00041499086621762661 0.0010573439983383602 0.001233913451894518 0.00080598799964197443 0.00070288866473775771 0.00062800222792368655 0.00023218473357105467 0.00068105250602410849 0.00074557582436896421 0.0009187758809906121 0.0010392916589763235 0.0007596428368941545 0.00060919702060026728 0.0012136413744001677 0.0003206969153134679 0.00056272540835519789 0.0010877579999550848 0.00078599188407814055 0.00089342882834456854 0.00097539571860132568 0.00034070624409888696 0.00074691642905832828 -1.2941189256368898e-05 0.00089333417673753246 0.00058974700733361869 0.00093515998111605664
leaf_weight=23 41 98 28 84 35 62 76 31 48 69 31 27 30 74 1169 52 21 22 82 83 33 36 82 356 30 22 25 23 20 308
leaf_count=23 41 98 28 84 35 62 76 31 48 69 31 27 30 74 1169 52 21 22 82 83 33 36 82 356 30 22 25 23 20 308
internal_value=0 0.000559146 0.000982095 0.000770017 0.000451104 0.000992879 0.00101492 0.000506617 0.000903948 0.000720704 0.000235152 0.000926981 0.000599312 0.00100572 0.00101454 0.000865903 0.00089868 0.00102158 0.000417012 0.000554508 0.00090818 0.000971586 0.000835479 0.000958001 0.000503782 0.00094392 0.000122754 0.00085753 0.000752131 0.00092261
internal_weight=0 673 2448 228 445 2351 1884 354 467 97 91 419 174 1808 1658 75 144 1583 180 143 150 414 103 392 113 392 56 117 43 330
internal_count=3121 673 2448 228 445 2351 1884 354 467 97 91 419 174 1808 1658 75 144 1583 180 143 150 414 103 392 113 392 56 117 43 330
is_linear=0
shrinkage=0.00196078


Tree=4898
num_leaves=31
num_cat=0
split_feature=1 52 2 123 4 12 2 4 1 1 14 2 47 50 0 1 15 0 15 11 3 0 1 52 4 0 16 131 4 159
split_gain=31.1372 4.93106 2.96427 2.39945 1.93941 1.76104 1.41863 1.31203 0.927983 0.858805 0.831688 0.668042 0.592536 0.526107 0.374564 0.362826 0.335075 0.308436 0.295556 0.281665 0.367935 0.280225 0.267735 0.237142 0.234521 0.290605 0.230543 0.21223 0.203936 0.244668
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.09253500000000002 0.12958500000000003 0.062655000000000016 0.089885000000000007 0.090100000000000013 0.041865000000000006 -0.22491999999999998 0.091195000000000012 0.013270000000000002 0.18019500000000002 -0.41942499999999994 1.0000000180025095e-35 -0.11171999999999999 -0.071924999999999989 0.11453000000000001 -0.16675999999999999 0.015030000000000002 -0.092404999999999973 -0.0094449999999999968 0.09055500000000001 0.022185000000000003 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 6 5 12 7 10 -5 -6 11 15 16 18 -13 -1 26 19 -4 20 -16 -14 -7 -12 -20 -26 -3 -2 29 -22
right_child=1 2 13 8 9 22 -8 -9 -10 -11 23 14 21 -15 17 -17 -18 -19 24 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012954964367154717 0.0013091099240467301 0.00073521598463966733 0.00051086492674592065 0.0011961337621511747 0.00074047584931139778 0.0012763500043793637 0.00088822156518683485 0.00080942030864603379 0.00079418020644664322 0.00049293822732981486 0.0012646669010613479 0.00098387677570468133 0.0011201762990471855 0.00066782618318897446 0.0010205355495181998 0.0012083786549362057 0.00089442505269225466 0.00097795413259197696 0.00044784232502039412 0.0013514593852699218 0.001228539208311401 0.00080282644752193897 0.0010445447495986565 0.0015088255328110799 0.00036648807380640624 3.2230354891176899e-05 0.00053459684528848702 0.0010822278459358702 0.0011713965044017045 0.0013590062569874379
leaf_weight=1117 51 49 37 34 139 30 41 25 63 88 20 27 23 30 36 220 27 20 23 62 450 20 53 65 20 20 40 23 205 63
leaf_count=1117 51 49 37 34 139 30 41 25 63 88 20 27 23 30 36 220 27 20 23 62 450 20 53 65 20 20 40 23 205 63
internal_value=0 0.000761074 0.000702082 0.00123729 0.000774703 0.000896822 0.00124976 0.00125618 0.000935071 0.000644514 0.00126106 0.00125371 0.000775972 0.000440089 0.00121118 0.00128116 0.000703094 0.00121852 0.000371767 0.00122442 0.00121397 0.000972572 0.00112833 0.00145138 0.000290075 0.000199359 0.00064505 0.00123859 0.00122367 0.00124456
internal_weight=0 673 599 2448 469 242 2351 2310 97 227 2285 2200 159 130 863 1337 116 836 100 816 754 43 83 85 63 40 89 74 718 513
internal_count=3121 673 599 2448 469 242 2351 2310 97 227 2285 2200 159 130 863 1337 116 836 100 816 754 43 83 85 63 40 89 74 718 513
is_linear=0
shrinkage=0.00196078


Tree=4899
num_leaves=31
num_cat=0
split_feature=1 2 12 15 3 12 50 3 1 2 0 2 34 14 4 150 15 31 475 16 16 0 1427 48 1447 52 1208 1210 1456 3
split_gain=0.870299 0.132264 0.122251 0.102624 0.11266 0.097003 0.0962734 0.0954009 0.084767 0.0824785 0.146775 0.0761654 0.0700899 0.0721302 0.0695502 0.0640137 0.0670273 0.0619838 0.061567 0.0721349 0.0683208 0.0589887 0.0668079 0.0812052 0.1164 0.0925135 0.0748603 0.189378 0.0668992 0.0585678
threshold=0.10920500000000001 0.13754500000000003 0.051320000000000005 0.035560000000000008 0.11924500000000002 1.0000000180025095e-35 0.086295000000000011 -0.11171999999999999 0.093575000000000019 -0.0091949999999999983 -0.14454499999999995 0.10981000000000002 -0.021334999999999996 -0.46166999999999997 -0.03898999999999999 0.087380000000000013 -0.15026499999999995 -0.077289999999999984 -0.068264999999999978 -0.034884999999999992 0.064860000000000015 -0.074479999999999977 1.0000000180025095e-35 0.092475000000000016 -0.065079999999999985 -1.0000000180025095e-35 0.099975000000000008 -0.065959999999999977 -0.052299999999999992 -0.15121499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 12 -3 -1 15 -10 11 -11 17 -14 -7 16 -9 -2 -18 -20 -21 -4 23 24 -23 -25 27 -26 -29 -16
right_child=1 6 21 -5 -6 14 -8 8 9 10 -12 -13 13 -15 29 -17 18 -19 19 20 -22 22 -24 25 26 -27 -28 28 -30 -31
leaf_value=0.0050227215639441405 0.0064937271312565398 0.0032660821475638232 0.012030297387086546 0.014292536788464837 0.0030339281191118063 0.014877410974353553 0.0090894045443525792 0.017847793959081173 0.0038665352133102717 0.0049419996278433536 0.014450870657761006 0.012223281529732049 0.012925648533685795 0.0070490507254961261 0.0042826089935953772 0.0067887140640422051 0.0069241809942152191 8.240410033613444e-05 0.0096847964450716972 0.017936425828233814 0.011856117485357184 0.017846879978542743 0.016156344335864891 0.010903548316231797 0.00087431822349095633 0.0014003495872020721 0.014813040219549392 0.0059785473626106983 0.011081847617735075 0.010086762351398864
leaf_weight=37 38 122 1637 48 26 25 37 20 30 51 42 20 24 161 21 23 23 25 52 33 42 23 22 21 21 20 37 28 311 101
leaf_count=37 38 122 1637 48 26 25 37 20 30 51 42 20 24 161 21 23 23 25 52 33 42 23 22 21 21 20 37 28 311 101
internal_value=0 0.00705657 0.0114269 0.00992399 0.00939846 0.00803688 0.00462119 0.0098421 0.0103728 0.00852755 0.00976499 0.00699306 0.00683038 0.00781142 0.0100723 0.01174 0.0124099 0.00394955 0.0116848 0.012547 0.0145315 0.0117438 0.0107727 0.0105157 0.0109304 0.00626784 0.0105297 0.0100895 0.0106603 0.00908769
internal_weight=0 554 2567 447 399 395 159 373 336 143 113 71 248 185 147 193 170 63 150 127 75 2120 483 461 420 41 397 360 339 122
internal_count=3121 554 2567 447 399 395 159 373 336 143 113 71 248 185 147 193 170 63 150 127 75 2120 483 461 420 41 397 360 339 122
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 2 1 2 15 52 1 0 1 2 47 14 4 12 15 15 0 131 16 160 4
split_gain=29.8966 5.07104 2.97081 2.31273 1.86433 1.61435 1.17155 1.06302 1.02461 0.839621 0.948459 0.72133 0.704081 0.63421 0.446292 0.347757 0.330947 0.309735 0.453408 0.292361 0.259972 0.247806 0.231383 0.228609 0.222099 0.202481 0.189508 0.185871 0.391756 0.183949
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.11474000000000002 0.42051500000000003 0.14285500000000004 0.077845000000000011 0.089885000000000007 -0.41396999999999995 -0.56176499999999996 0.085345000000000018 -0.12333499999999999 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.23083499999999998 0.0067750000000000006 0.096990000000000007 0.094035000000000007 -0.087894999999999987 -0.066689999999999985 0.09031500000000002 0.0047850000000000011 -0.080719999999999986 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 6 7 12 25 10 -4 -5 15 -11 -14 27 -17 22 -19 20 -3 -18 29 -9 -12 -6 -2 -1 -29 -16
right_child=1 2 9 11 8 -7 -8 23 -10 13 24 -13 14 -15 17 16 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010779812749518657 0.0010835996142070218 0.00063663652732268866 0.00058556452024222507 0.00096587272209613603 0.00099144089935707439 0.00065779793091434854 0.00057084406999980699 0.0013242471766948516 0.00046466785434365663 0.00029724886308083348 0.00038912099058697227 0.00059112232147923399 0.0011676369059102154 -1.1728477301280802e-05 0.0010240351435093751 0.00079056318421877206 0.0010296977074403693 0.00060336921868742893 0.00095382147012095832 0.00067680915900623939 0.00044618116576236377 0.00086754671918849149 0.00092642169110987438 0.0011148003975302424 0.00013787587670165195 0.00077921395675808775 0.00087295876560257934 0.00075691830293804995 0.0010544830087353201 0.00094058694651676566
leaf_weight=784 52 33 76 28 56 48 22 51 24 113 24 67 43 33 339 27 385 22 40 33 167 40 259 33 31 25 24 22 75 145
leaf_count=784 52 33 76 28 56 48 22 51 24 113 24 67 43 33 339 27 385 22 40 33 167 40 259 33 31 25 24 22 75 145
internal_value=0 0.000539255 0.000480207 0.00100147 0.000603577 0.00101367 0.00102114 0.00102552 0.000820505 0.000329668 0.000443633 0.000701575 0.00101718 0.000227412 0.000973009 0.00104528 0.00100106 0.000962613 0.000829467 0.00050582 0.000477606 0.00101444 0.000973723 0.00124196 0.00024751 0.000925939 0.00101708 0.00106796 0.000986994 0.000999035
internal_weight=0 691 615 2430 338 2335 2287 2265 105 277 131 95 2181 146 848 1333 452 805 62 233 200 425 743 84 55 81 76 881 97 484
internal_count=3121 691 615 2430 338 2335 2287 2265 105 277 131 95 2181 146 848 1333 452 805 62 233 200 425 743 84 55 81 76 881 97 484
is_linear=0
shrinkage=0.00196078


Tree=4901
num_leaves=31
num_cat=0
split_feature=1 3 12 4 376 2 49 151 4 0 3 43 39 43 1 4 0 14 52 4 16 51 15 12 16 0 133 12 3 15
split_gain=0.844147 0.131183 0.11724 0.109935 0.124557 0.120786 0.0939424 0.121489 0.0957815 0.12347 0.138689 0.0902556 0.113999 0.0753653 0.0669878 0.0656168 0.0708843 0.0642896 0.0605766 0.0584906 0.0623759 0.0921218 0.0580191 0.0571627 0.0563007 0.0624173 0.0784113 0.1012 0.0675841 0.0649201
threshold=0.10920500000000001 0.31299000000000005 0.051320000000000005 0.41257000000000005 0.083705000000000016 1.0000000180025095e-35 -0.086009999999999989 0.050660000000000004 -0.17966999999999997 -0.071924999999999989 0.11924500000000002 -0.086909999999999987 0.086505000000000012 -1.0000000180025095e-35 0.096475000000000019 0.40124500000000002 -0.14920999999999998 -0.47071999999999997 0.048770000000000008 0.033845000000000007 -0.10850999999999998 -0.43587999999999999 -0.14601999999999996 0.086095000000000019 -0.16927999999999996 -0.09515499999999999 -0.082009999999999986 0.086095000000000019 -0.07359499999999998 0.11728000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 -1 8 -8 10 14 -11 -13 -7 22 16 23 -5 -3 24 -21 -22 -10 -4 -18 26 -26 -28 -27 -30
right_child=1 18 15 17 -6 13 7 -9 9 11 -12 12 -14 -15 -16 -17 19 -19 -20 20 21 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=0.013779783256999826 0.011808576743987179 0.002141217981406953 0.017714373887546601 0.010969705162569881 0.0028716193439791943 0.0036661282572775888 0.012543430623209366 0.0021099026741770405 0.016330016522922302 0.010184763367287816 0.0017036285530775787 -0.0029445800612765281 0.0074869717285037038 0.0092428909607406243 0.0077817750371881392 0.0057195468960950773 0.0062866897898770507 0.0049701665225229648 0.0071799397831508781 0.011116184928625367 0.011523487844970079 0.0052854174531289733 0.010767574690825005 0.01142064871231991 0.011179284080518066 0.011583236136450355 0.012208326440304519 0.021031360722218569 0.0085003219109735101 0.012411495290386182
leaf_weight=46 119 80 31 20 31 39 79 24 22 20 20 22 20 64 67 21 21 167 34 141 40 58 127 27 54 1470 26 26 145 60
leaf_count=46 119 80 31 20 31 39 79 24 22 20 20 22 20 64 67 21 21 167 34 141 40 58 127 27 54 1470 26 26 145 60
internal_value=0 0.00666713 0.0109713 0.0074504 0.00880935 0.00963849 0.00949952 0.00900852 0.00944769 0.00862701 0.00967031 0.00465571 0.00202283 0.0071313 0.010408 0.0112816 0.0113373 0.00561183 0.00364399 0.0112393 0.00976935 0.00783157 0.0115889 0.0147845 0.0114343 0.011495 0.0138482 0.0166198 0.011346 0.00964506
internal_weight=0 554 2567 440 253 222 447 401 377 298 236 62 42 103 216 2120 2099 187 114 2041 239 98 149 58 1802 1781 106 52 1675 205
internal_count=3121 554 2567 440 253 222 447 401 377 298 236 62 42 103 216 2120 2099 187 114 2041 239 98 149 58 1802 1781 106 52 1675 205
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=31
num_cat=0
split_feature=1 1 12 4 15 3 3 149 124 131 0 10 0 47 52 133 1 131 12 4 0 15 1 2 0 13 13 16 484 474
split_gain=0.683759 0.117745 0.0949645 0.0849353 0.0822195 0.0776907 0.0753899 0.0750018 0.0699765 0.0670668 0.0639401 0.106628 0.0876296 0.0636548 0.0667237 0.0578399 0.0635282 0.0544815 0.0538305 0.0554099 0.0767194 0.0525254 0.0515169 0.0486083 0.108844 0.048229 0.0527579 0.0433903 0.0899201 0.0700419
threshold=0.10920500000000001 0.13707500000000003 0.051320000000000005 -0.008819999999999998 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.07770500000000001 -0.063929999999999987 0.095715000000000008 -0.10474999999999998 -0.062879999999999978 -0.14001499999999997 0.077555000000000013 -0.087769999999999987 -0.080849999999999991 0.12000500000000001 0.09172000000000001 0.11734000000000001 0.40124500000000002 -0.14832499999999996 -1.0000000180025095e-35 0.088485000000000022 0.10444500000000002 -0.055064999999999996 0.066795000000000007 -0.070999999999999994 -0.010264999999999998 0.079595000000000013 0.085500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 6 -1 9 -2 15 12 -12 -3 14 -8 -5 -17 25 19 20 -4 -16 -15 -20 -25 26 -13 28 -22 -29
right_child=1 10 18 7 -6 -7 13 -9 -10 -11 11 17 -14 22 21 16 -18 -19 23 -21 27 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.004163366385949524 0.004590074528702341 0.0029392155876848849 0.013960490127543121 0.0094501500197041507 0.012459773998125458 0.0027939149097269715 0.010698389670133222 0.011941821924410762 0.010720963043396373 0.0099580127084928187 -0.0028466996861555216 0.0034082346551475074 0.011901755798608065 0.015876654180742446 0.0064444443736706054 0.0061339426489909199 0.0026190888527616147 -0.00013967482796446845 0.010975732459531477 0.0051475922067073139 0.010330071720738014 0.010469342466080334 0.009705030130173424 0.0010588561296463012 0.0098651697306195284 0.0014150974433869124 0.0099896592413203731 0.0090395707092719418 0.013791653010921438 0.011612567878535519
leaf_weight=37 24 24 56 26 48 26 81 20 83 31 28 21 20 21 155 107 99 22 30 21 1211 41 38 25 32 20 29 533 80 132
leaf_count=37 24 24 56 26 48 26 81 20 83 31 28 21 20 21 155 107 99 22 30 21 1211 41 38 25 32 20 29 533 80 132
internal_value=0 0.00600042 0.00987416 0.0069458 0.00854957 0.00807917 0.00844758 0.00603838 0.00934581 0.00558944 0.00375226 0.00255662 0.0070131 0.00891935 0.00828412 0.00500571 0.00444477 0.00420111 0.0101535 0.0102577 0.010311 0.00728639 0.0119017 0.00771757 0.00600275 0.00556536 0.00722546 0.0102065 0.0105446 0.0095503
internal_weight=0 554 2567 390 447 399 373 283 107 263 164 120 44 336 277 232 206 92 2120 2033 2012 196 59 87 57 70 50 1956 1291 665
internal_count=3121 554 2567 390 447 399 373 283 107 263 164 120 44 336 277 232 206 92 2120 2033 2012 196 59 87 57 70 50 1956 1291 665
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 14 1 2 47 1 2 13 150 0 1 2 1 4 2 1 47 0 3 1 49 16 4 0 150
split_gain=38.1966 6.20961 3.04822 2.99468 2.0478 1.93839 1.54373 1.0256 0.947135 0.758063 0.727485 0.833975 0.707752 0.696412 0.650643 0.577583 0.472222 0.434959 0.350288 0.365602 0.343042 0.354396 0.300104 0.301141 0.287401 0.285385 0.287834 0.245049 0.341004 0.230014
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.13604000000000002 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 -0.099059999999999995 0.12337000000000002 -0.0091949999999999983 0.16540500000000002 -0.55119499999999988 0.088850000000000012 0.12337000000000002 0.078345000000000012 -0.070154999999999981 0.084940000000000015 0.11910500000000002 -0.046019999999999998 -0.29154999999999992 0.038415000000000012 0.14486500000000005 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 12 6 10 -5 13 17 18 16 20 27 25 -2 -12 -6 -1 22 21 29 23 -20 -4 -14 -27 28 -7 -3
right_child=1 4 24 7 9 8 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015392244780430941 0.0012075147100975411 0.00065974088397424441 0.00077962015487772747 0.0011758385357181645 0.00038732505065225908 0.001243323844983858 0.0015547371731823073 0.00075327179864526648 0.00085522597722463318 0.00074120330233839939 0.00094407048467022678 0.0008410341914962319 0.00090151093700990327 0.00086836042169596307 0.0010643957887513098 0.00088935621466944856 0.001236581169703291 7.382398809068928e-05 0.0013193818787865491 0.001242666351185857 0.00047410474426975188 0.00088348351518578705 0.0011143293285291957 0.0010921321660026159 0.00054859271264133091 0.00074906819215675696 0.00046285271226244177 0.0011180265736826323 0.00099366097333892633 0.00044118949300396483
leaf_weight=21 117 81 47 34 114 246 76 63 41 21 23 25 22 28 27 27 274 20 888 524 57 22 30 23 37 35 22 129 23 24
leaf_count=21 117 81 47 34 114 246 76 63 41 21 23 25 22 28 27 27 274 20 888 524 57 22 30 23 37 35 22 129 23 24
internal_value=0 0.000711573 0.000974701 0.00123902 0.000576757 0.00125295 0.00128098 0.000901388 0.00113986 0.000394818 0.00126947 0.00118498 0.000674001 0.00116726 0.000801623 0.00114786 0.00121393 0.000340534 0.00128778 0.00128418 0.000600479 0.000657198 0.00130729 0.00131364 0.000677858 0.000711815 0.000638599 0.00118828 0.00122198 0.000609786
internal_weight=0 673 228 2448 445 2351 1884 97 467 155 1808 322 290 426 106 144 297 134 1486 1465 184 127 941 911 84 79 57 398 269 105
internal_count=3121 673 228 2448 445 2351 1884 97 467 155 1808 322 290 426 106 144 297 134 1486 1465 184 127 941 911 84 79 57 398 269 105
is_linear=0
shrinkage=0.00196078


Tree=4904
num_leaves=31
num_cat=0
split_feature=1 3 9 4 376 130 44 4 1 1 2 2 12 52 3 13 39 12 14 0 3 52 4 483 1211 42 160 43 401 475
split_gain=0.702471 0.114631 0.0990823 0.0986463 0.109008 0.105506 0.0851825 0.103451 0.085989 0.126807 0.0816473 0.0675762 0.0673309 0.0875609 0.0765436 0.0782641 0.0708647 0.0547187 0.0543289 0.0537905 0.0580768 0.08235 0.0518356 0.0764784 0.0795481 0.0752354 0.0759438 0.275969 0.074484 0.0748713
threshold=0.10920500000000001 0.30112000000000005 -1.0000000180025095e-35 0.41257000000000005 0.083785000000000012 -0.054924999999999995 0.081805000000000017 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.14838000000000004 0.090175000000000019 -0.086254999999999984 -0.087769999999999987 0.10893000000000001 -0.28558999999999996 0.085855000000000015 0.13597000000000004 -0.47071999999999997 -0.09595999999999999 -0.13309499999999996 0.056145000000000007 -0.082769999999999982 0.086010000000000017 0.078255000000000005 0.091205000000000008 -0.015149999999999999 -0.014584999999999999 0.021890000000000003 -0.084169999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 12 11 -10 -7 -9 13 -4 17 -16 -15 22 -5 -20 -21 -22 23 24 25 26 27 -14 29 -24
right_child=1 -3 6 18 -6 10 -8 8 9 -11 -12 -13 14 16 15 -17 -18 -19 19 20 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0041022195806726816 0.0021969881120391869 0.0031964351276382503 0.012265491282398051 0.0098547736206091949 0.0022268432176447118 0.010205487370467644 0.015368170341077661 0.013953610802335398 -0.00098909619042561177 0.0075816171921876067 0.0034569205088155288 0.0087504923950030428 0.00079952340020099659 0.0086528476995780413 0.010286433731089346 0.0014397341758012772 0.00096151373907923704 0.0057226001338746687 0.0069357421083151606 0.0071449259606500464 -4.1092997638597376e-05 0.0069500265562016036 0.011836192351519224 0.017050040535451401 0.0058929365904380887 0.01514665676765038 0.011380170561664691 0.012692127865971998 0.012053724584204041 0.0094607452360628615
leaf_weight=30 22 123 22 20 29 173 28 28 21 97 20 230 32 23 20 20 25 26 54 27 63 23 151 21 30 44 417 50 158 1094
leaf_count=30 22 123 22 20 29 173 28 28 21 97 20 230 32 23 20 20 25 26 54 27 63 23 151 21 30 44 417 50 158 1094
internal_value=0 0.0058891 0.00981549 0.00665754 0.00798197 0.00875824 0.00988305 0.00982184 0.00829245 0.00605632 0.00950615 0.00931517 0.0100914 0.00704134 0.0101949 0.00586308 0.00464694 0.0102806 0.00492941 0.00433955 0.00309889 0.00182863 0.0103399 0.0111229 0.0109057 0.0111826 0.0108331 0.00805111 0.0100084 0.00974885
internal_weight=0 554 2567 431 244 215 2537 2509 376 118 193 258 2133 70 2063 40 48 2023 187 167 113 86 1997 594 573 543 499 82 1403 1245
internal_count=3121 554 2567 431 244 215 2537 2509 376 118 193 258 2133 70 2063 40 48 2023 187 167 113 86 1997 594 573 543 499 82 1403 1245
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=31
num_cat=0
split_feature=1 1 10 44 155 12 14 4 474 1 43 3 150 2 457 15 0 131 4 16 3 1 51 15 151 4 0 3 1 42
split_gain=0.569002 0.100716 0.0956375 0.0898322 0.0896826 0.0835441 0.0861291 0.0960807 0.120026 0.0881243 0.0685555 0.0685744 0.0661622 0.0648917 0.112054 0.0938239 0.0824774 0.0641025 0.052162 0.0521019 0.0503205 0.0491439 0.0533626 0.0535435 0.0485429 0.0460509 0.0610017 0.0862754 0.08313 0.158965
threshold=0.10920500000000001 0.14262000000000002 -0.074314999999999978 0.083555000000000018 0.084785000000000013 0.078300000000000008 -0.10708499999999999 -0.17966999999999997 0.086515000000000009 0.095950000000000021 -0.080324999999999994 -0.00083499999999999991 0.091105000000000005 0.11448000000000001 0.078435000000000019 -0.077219999999999983 -0.07384499999999998 0.093840000000000021 0.51164000000000009 -0.018494999999999998 0.048265000000000009 0.13756000000000004 0.095375000000000015 -0.042209999999999991 -0.039414999999999999 0.053180000000000012 -0.085669999999999982 -0.045649999999999989 0.08592000000000001 0.082810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 13 6 -1 -8 9 12 19 -12 24 14 15 20 -17 18 -4 -11 -2 22 23 -15 -9 26 28 -28 -7 -30
right_child=1 2 17 -5 -6 25 7 8 -10 10 11 -13 -14 21 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.012697215104145149 0.0036400169922759934 -0.0033146049658005893 0.0037283001091093465 0.012351743096397036 0.010657434569756416 0.010518012138097707 0.010139545865046482 0.012369107641279698 -0.00051176816063082733 0.010815272397863177 -0.002111585692327935 0.0048369381019646041 0.0031059694243595008 0.0046637150917311311 -0.00049920123303309088 0.014998847692597496 0.007848090341711347 -0.00090282043121987961 0.009825780271639814 0.0049054946414461096 0.0087476399698061865 -0.00015777405723929407 0.0078467377289481912 -0.00016194732442241291 0.0081629594643581951 0.0078014881983769812 0.0089616886373605452 0.0023394794436171653 0.0011447224926588865 0.010114407600297954
leaf_weight=31 62 22 47 21 33 552 90 35 23 26 20 49 21 111 20 23 54 20 20 35 28 25 39 29 127 242 1205 20 29 62
leaf_count=31 62 22 47 21 33 552 90 35 23 26 20 49 21 111 20 23 54 20 20 35 28 25 39 29 127 242 1205 20 29 62
internal_value=0 0.00530019 0.00257585 0.0059675 0.0056513 0.00883394 0.00760812 0.00723778 0.00646053 0.00697287 0.00498206 0.00282287 0.0083871 0.00522879 0.00657434 0.00742147 0.00998403 0.00406539 0.00554844 0.00742442 0.00522906 0.00399536 0.00457541 0.00366411 0.0090717 0.00909944 0.00926759 0.00885357 0.0100563 0.00725594
internal_weight=0 554 109 445 424 2567 457 426 336 313 130 69 183 391 187 167 77 87 67 61 90 204 179 140 162 2110 1868 1225 643 91
internal_count=3121 554 109 445 424 2567 457 426 336 313 130 69 183 391 187 167 77 87 67 61 90 204 179 140 162 2110 1868 1225 643 91
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=31
num_cat=0
split_feature=1 3 9 124 97 2 42 484 42 3 1 132 3 123 44 3 4 15 12 49 133 52 133 51 1451 12 12 16 4 457
split_gain=0.460892 0.0861497 0.0692387 0.0628481 0.0807536 0.109675 0.0767717 0.0716357 0.0733505 0.0828017 0.0668991 0.0619628 0.0904673 0.0610571 0.0582106 0.0591373 0.129313 0.180321 0.0571554 0.0524344 0.0604712 0.0586411 0.0903194 0.0537235 0.0663827 0.0825675 0.0521223 0.0520343 0.0820695 0.0513099
threshold=0.10920500000000001 0.31299000000000005 -1.0000000180025095e-35 0.0049200000000000008 -0.0047149999999999996 0.10981000000000002 -0.019989999999999997 -0.065594999999999987 0.085505000000000012 0.149315 0.12577000000000002 0.10613500000000002 0.42240500000000009 0.084025000000000016 0.081805000000000017 0.092670000000000016 -0.059649999999999988 -0.03241999999999999 0.093965000000000007 0.11560500000000001 0.099660000000000012 -0.12647999999999995 0.089980000000000018 -0.22411499999999998 0.089825000000000002 0.13597000000000004 -0.064509999999999984 0.51524500000000006 -0.036839999999999991 0.096470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 18 -7 -8 9 10 -9 12 -3 14 15 19 -17 -18 -6 23 21 -21 -23 27 25 29 -10 28 -4 -25
right_child=1 11 13 -5 5 6 7 8 26 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0031745814353538061 0.001472403250008938 0.0028480976750490383 0.0085524911105277993 0.0011374016579793534 0.010474922843136345 -0.00070594043025503988 3.4862883727658881e-05 0.0076979091822463293 0.0070115867381294571 0.0027621812229468067 0.01450966183827924 0.0066093999659642584 -0.0046740182298457339 0.0053056818295132233 0.012629599638083683 0.0089642329624944582 0.0064068895534405285 -0.0048153514485983623 0.0065626478963463873 0.010384870751295239 0.0027679608971182563 0.00079157686660714119 0.0099801041797036305 0.0081217365269410525 0.013653674031692473 0.0017373377876356245 0.0018703961455054125 0.0071159534579650924 0.017199059539353072 0.011653116572692636
leaf_weight=30 40 67 21 32 66 23 22 46 33 22 21 26 21 81 28 72 45 21 86 40 37 23 20 2020 22 20 49 22 23 42
leaf_count=30 40 67 21 32 66 23 22 46 33 22 21 26 21 81 28 72 45 21 86 40 37 23 20 2020 22 20 49 22 23 42
internal_value=0 0.00477017 0.00795055 0.00540491 0.00573962 0.00620345 0.00475526 0.00540608 0.00609711 0.00808511 0.00983294 0.00232029 0.00105305 0.00800702 0.00809611 0.00804383 0.00603342 0.00283618 0.0082614 0.00816499 0.00613015 0.00762895 0.00506531 0.00827751 0.00818939 0.00813165 0.00393941 0.0110868 0.0130723 0.00819367
internal_weight=0 554 2567 440 408 368 216 193 171 89 67 114 88 2537 2456 2428 138 66 152 2290 120 83 43 2170 2104 2082 82 66 44 2062
internal_count=3121 554 2567 440 408 368 216 193 171 89 67 114 88 2537 2456 2428 138 66 152 2290 120 83 43 2170 2104 2082 82 66 44 2062
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 48 16 1 47 149 43 4 156 0 0 0 52 15 1 4 48 2 16 149 1446 52 13
split_gain=0.378431 0.116404 0.0898085 0.0694571 0.0680571 0.0883271 0.0615761 0.0741472 0.0577701 0.0672706 0.07964 0.0571511 0.0788129 0.0491035 0.0651049 0.0473232 0.097883 0.0706044 0.0784019 0.0541677 0.0498737 0.0468123 0.04743 0.0546726 0.0457354 0.0498807 0.072435 0.0701074 0.0663626 0.0624606
threshold=0.11866500000000001 0.078300000000000008 0.14530500000000005 -0.27302499999999996 0.087740000000000012 -0.078139999999999973 -0.14847999999999997 0.11924500000000002 -0.024949999999999996 -0.16075999999999999 0.082005000000000008 0.085505000000000012 0.081720000000000015 -0.11720999999999999 1.0000000180025095e-35 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10324499999999999 0.056145000000000007 -0.097454999999999986 0.14262000000000002 0.022185000000000003 0.12118000000000002 -0.080614999999999978 -0.0073349999999999986 0.079625000000000015 0.093870000000000009 -0.10925999999999998 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 -7 8 -8 10 -10 12 15 -5 -15 16 17 20 -19 -20 -2 22 -13 -24 -3 28 27 -27 -26 -30
right_child=11 24 -4 4 -6 6 7 -9 9 -11 -12 21 -14 14 -16 -17 -18 18 19 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00063427692360204209 0.0024914583109784875 0.011251412167524299 -0.00080409524263814103 0.0068678905763145948 0.011826455983377639 0.002004541045365234 0.0040008732752539805 0.0042208279137356348 0.0075090517156890454 0.0077064364302541922 0.015941557117427389 0.010139839960118899 0.0087461461505154141 0.0044169514695698003 -0.00094515240240481595 0.0066054569218646402 -0.003451920646212755 0.0095228372886776921 0.0015203959297859808 0.0066476041140655683 -0.0045706733688712121 0.0014120795531198382 0.0073512805616095037 0.00093088856055623017 0.011263836646566586 0.0066427911750069363 0.012538145622238518 0.0014392574908453281 0.0077834881708110544 0.0058578605983012283
leaf_weight=23 20 30 20 45 21 24 32 65 21 190 24 26 20 84 31 22 31 20 87 27 20 22 36 21 49 631 20 27 1237 195
leaf_count=23 20 30 20 45 21 24 32 65 21 190 24 26 20 84 31 22 31 20 87 27 20 22 36 21 49 631 20 27 1237 195
internal_value=0 0.00704001 0.00578042 0.00601558 0.00624606 0.00601895 0.00689607 0.00724968 0.00798703 0.00852983 0.0120064 0.00355898 0.0027282 0.00406737 0.00297151 0.00219799 0.00172499 0.00264731 0.00374788 0.00273473 -0.00103961 0.0055133 0.00660037 0.00498587 0.00737376 0.00731987 0.00660948 0.00642927 0.00764509 0.00752127
internal_weight=0 2769 580 560 537 516 356 332 267 235 45 352 247 160 115 227 205 174 134 114 40 105 83 57 2189 2159 678 658 1481 1432
internal_count=3121 2769 580 560 537 516 356 332 267 235 45 352 247 160 115 227 205 174 134 114 40 105 83 57 2189 2159 678 658 1481 1432
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=31
num_cat=0
split_feature=4 2 1 150 52 159 403 403 3 150 12 4 151 3 15 47 51 484 159 16 0 133 15 4 43 2 474 1 1212 12
split_gain=0.321412 0.120877 0.0750544 0.0752541 0.062608 0.0785091 0.0607806 0.0669484 0.0577695 0.0535921 0.0528384 0.0619442 0.07534 0.0517148 0.0516968 0.0489211 0.0665498 0.0500211 0.0600277 0.069092 0.0984605 0.0580543 0.0814865 0.088487 0.0485989 0.0480206 0.113312 0.102664 0.0949404 0.105217
threshold=0.27044500000000005 0.17025000000000004 0.090540000000000023 1.0000000180025095e-35 0.039215000000000007 0.10620500000000001 0.022375000000000003 -0.52336499999999997 0.42240500000000009 -0.094239999999999977 -0.10022999999999999 0.40124500000000002 0.050660000000000004 -0.083654999999999993 -0.46471999999999997 0.11518500000000002 -0.23681499999999997 -0.020124999999999994 0.091070000000000012 -0.021269999999999997 -0.079829999999999998 0.51314000000000015 1.0000000180025095e-35 -0.073934999999999987 -0.00067499999999999993 0.085730000000000015 0.084880000000000011 0.086560000000000012 0.11137000000000001 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 6 8 -6 7 -4 10 -9 -2 -12 14 -5 24 16 -11 -18 19 21 -21 22 -19 -24 -13 26 28 -28 29 -1
right_child=4 -3 3 13 5 -7 -8 9 -10 15 11 12 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0077459563105885037 0.0077817423063970634 0.00033609886780719867 0.00095809157937765121 -0.0010781925613991916 0.007367230371948189 0.001316410101208021 0.0019410303187076792 0.0022520101732677886 -0.0023856294724480353 0.012629064248705453 -0.0028939592838287355 0.0021607060412255426 0.0086110571277372185 0.0043439376044760091 0.0013350934111814707 0.0046294981513970669 0.010149155562381071 0.007011560276118366 0.0013875011620776995 0.00052272935790824708 0.0066793309641070666 0.0037040034012699669 0.016535708591341972 0.008648435816620335 0.008747959899760429 0.0064110628966546346 -0.0021995776248249143 0.0068595080925472861 0.0012693999490390221 0.013197909381338642
leaf_weight=517 20 33 22 20 65 32 33 27 23 22 20 24 21 146 139 84 44 72 21 32 138 22 25 33 21 1355 22 29 21 38
leaf_count=517 20 33 22 20 65 32 33 27 23 22 20 24 21 146 139 84 44 72 21 32 138 22 25 33 21 1355 22 29 21 38
internal_value=0 0.00635198 0.00642488 0.00556625 0.00319412 0.00537108 0.00610772 0.00636141 0.0024062 0.00659002 0.00285604 0.0024182 0.00293646 0.00369067 0.00228882 0.00682759 0.00727904 0.0069749 0.00656771 0.00690555 0.00552044 0.00845468 0.00925864 0.0120481 0.00523476 0.00674589 0.00746949 0.00295167 0.00786951 0.00811924
internal_weight=0 2756 2723 741 365 97 575 542 268 520 245 225 205 166 184 493 409 387 343 322 170 152 130 58 45 1982 627 51 576 555
internal_count=3121 2756 2723 741 365 97 575 542 268 520 245 225 205 166 184 493 409 387 343 322 170 152 130 58 45 1982 627 51 576 555
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 14 2 1 159 2 2 2 4 3 3 2 47 52 1 2 12 15 1 10 52 3 3 4 131
split_gain=25.673 4.19464 2.88125 1.99364 1.52683 1.177 1.03184 0.94188 0.911967 0.852751 0.70363 0.620262 0.601973 0.43638 0.37987 0.324615 0.297777 0.274296 0.268385 0.308638 0.389656 0.244418 0.228121 0.212315 0.20126 0.193184 0.190658 0.174238 0.150681 0.148335
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.062655000000000016 0.13712500000000002 0.09253500000000002 -1.0000000180025095e-35 0.11474000000000002 0.089885000000000007 0.17025000000000004 0.40945500000000007 0.30112000000000005 0.0068900000000000012 0.094835000000000017 0.090100000000000013 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.095780000000000018 -0.053579999999999996 0.091195000000000012 -0.38124499999999995 -0.16675999999999999 1.0000000180025095e-35 -0.10831999999999999 0.23246000000000003 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 8 17 6 7 11 16 -4 28 23 13 14 15 -11 -1 26 -13 21 -21 27 -18 -5 -14 -8 -3 -20 -6 -2
right_child=1 2 9 5 10 -7 25 -9 -10 12 -12 18 24 -15 -16 -17 22 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096675666164309007 0.00094218212334501027 0.00033102749332610004 0.00057437588849848032 0.00092457313307965519 0.00086659592967264264 0.00047073961503531214 0.00093060704514238187 0.00057597182887165164 0.0004855770504583254 0.000322324377515055 0.00041651392197297293 0.00099250573218518084 0.00010982857371364626 0.00018377228579294065 0.00016676292712376875 0.00065206787291641958 0.00081863511816348904 0.00058434026042443259 0.00076000954717550734 0.00049567107350271655 0.00081408359061658771 0.00080631220773392848 0.00055217776903195655 0.00085699334262246026 -0.00013805689297013862 0.0011502020460037519 0.00045501075302729449 0.00089325871456202421 0.00068628250592562992 0.00075657304361754769
leaf_weight=26 49 99 26 1111 49 26 20 38 69 24 24 45 34 126 22 22 30 33 42 22 45 302 21 213 20 67 92 371 28 25
leaf_count=26 49 99 26 1111 49 26 20 38 69 24 24 45 34 126 22 22 30 33 42 22 45 302 21 213 20 67 92 371 28 25
internal_value=0 0.000439056 0.000384647 0.000871472 0.000509512 0.000885564 0.000890303 0.00088198 0.000649283 0.000236541 0.000709658 0.000887386 0.000201123 0.00025209 0.000378677 0.000480028 0.00079598 0.000419268 0.000845256 0.000836783 0.00070953 0.000848707 0.000708917 0.000913701 1.80191e-05 0.00109972 0.000390747 0.000879708 0.000801027 0.000879476
internal_weight=0 673 599 2448 325 2302 2276 2189 146 274 101 2151 248 194 68 46 77 224 827 782 67 715 51 1324 54 87 191 413 77 74
internal_count=3121 673 599 2448 325 2302 2276 2189 146 274 101 2151 248 194 68 46 77 224 827 782 67 715 51 1324 54 87 191 413 77 74
is_linear=0
shrinkage=0.00196078


Tree=4910
num_leaves=31
num_cat=0
split_feature=4 2 3 12 2 2 2 4 11 481 11 2 16 4 15 15 0 50 2 0 133 133 131 96 48 52 14 16 15 14
split_gain=0.338185 0.118407 0.0835335 0.0632051 0.0628389 0.0578485 0.11616 0.0662991 0.0572966 0.0689313 0.107065 0.076588 0.0566556 0.0858946 0.114797 0.154013 0.100064 0.0567487 0.10084 0.0496601 0.0496273 0.0680536 0.0545395 0.0487824 0.05558 0.0634403 0.0668106 0.0884644 0.0772746 0.0582002
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 0.25063000000000007 -0.0091949999999999983 0.094835000000000017 0.0016150000000000003 1.0000000180025095e-35 -0.050449999999999995 0.086080000000000018 0.11144000000000001 0.0047850000000000011 -0.49013999999999996 -0.0058549999999999991 0.013270000000000002 -0.014954999999999998 1.0000000180025095e-35 0.08919500000000001 -0.066089999999999996 0.089405000000000012 0.08653000000000001 0.096070000000000016 0.086715000000000014 0.12118000000000002 -0.065544999999999978 -0.10708499999999999 -0.4714549999999999 -0.42198999999999992 -0.46825999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 23 19 7 -7 12 -10 -11 -12 -5 -14 17 16 -16 20 -19 -1 21 22 -15 24 25 29 -27 -28 -29 -2
right_child=4 -3 -4 8 -6 6 -8 -9 9 10 11 -13 13 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0062215200727223424 0.0044162080623209475 0.00040396196153861559 0.0028601470563444312 0.0068147010775030424 -0.0018269853394789 0.013977282791442815 0.0039320778768914925 0.0069071067603848251 0.0031291413196000081 0.011953837239495141 0.0050145984527010185 0.011840687184171243 0.0088050820648980632 0.00497854151099166 -0.0073861575470073153 0.0047585853731602328 0.0026170367002487185 0.0040103931141936269 0.012583758288939649 6.5345873468016332e-05 0.003814809800395252 0.011857136643745683 0.0098760714122493355 -0.00078539723064750442 -0.00062586667660910348 0.0082416966759964166 0.0054373983059161374 -0.0032564003304847017 0.0038186554564163091 -0.0031213313208094669
leaf_weight=20 20 33 64 1694 24 21 108 36 22 72 65 22 75 121 20 123 20 23 34 38 95 22 28 25 26 46 139 26 38 21
leaf_count=20 20 33 64 1694 24 21 108 36 22 72 65 22 75 121 20 123 20 23 34 38 95 22 28 25 26 46 139 26 38 21
internal_value=0 0.00635805 0.00643021 0.00651614 0.00311885 0.00490474 0.00585966 0.00951191 0.00666365 0.00837548 0.00910139 0.00674074 0.00652625 0.00565524 0.00516915 0.00300567 -0.00238456 0.00626094 0.00912433 0.00218816 0.00564736 0.00666544 0.00589888 0.00346694 0.00380336 0.00420047 0.00480064 0.00402089 0.000944414 0.000555517
internal_weight=0 2756 2723 2659 365 223 165 57 2436 181 159 87 2255 561 486 163 40 323 57 58 266 171 149 341 316 290 249 203 64 41
internal_count=3121 2756 2723 2659 365 223 165 57 2436 181 159 87 2255 561 486 163 40 323 57 58 266 171 149 341 316 290 249 203 64 41
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 11 47 2 12 0 1 52 1 50 0 124 4 1 14 16 1 3 15 1
split_gain=20.6783 2.55464 2.34726 1.45733 1.39895 0.87278 0.812165 0.757756 0.684747 0.626456 0.579858 0.486342 0.412244 0.385704 0.333182 0.319155 0.311333 0.309051 0.374229 0.28687 0.273942 0.265052 0.26435 0.258871 0.237199 0.237243 0.224793 0.217417 0.213558 0.199547
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.033845000000000007 1.0000000180025095e-35 0.077555000000000013 0.11389000000000002 0.13597000000000004 -0.13027499999999997 0.086105000000000015 1.0000000180025095e-35 0.10124500000000002 0.041865000000000006 -0.064754999999999993 -0.072314999999999977 -0.046564999999999988 0.12958500000000003 0.062655000000000016 0.10994000000000002 0.12082500000000002 0.090900000000000009 -0.089964999999999976 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 26 7 11 -3 -5 23 14 15 13 24 -8 -4 -13 18 21 28 -17 -10 -11 -9 25 27 -2 -1 29 -7
right_child=1 5 6 8 -6 19 10 9 17 22 -12 16 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083426515470256342 0.0008747363706040226 0.00030345212838618586 0.00071812057596466988 0.00091312134883650875 0.00046561049933140092 0.0003641131966080868 0.00090383853521682877 0.00087964142707579911 0.00052054713632351433 0.00067493059252407041 0.00075420598024363516 0.0011605519029841411 0.0010583209941367141 0.00056931345321822402 0.00068842431050526915 0.00094688548644269153 0.00091265705401072643 0.00079106185728174334 0.00044947736772748366 0.000429278808655737 0.00077331771096113191 0.00077341034806482792 0.00043404674440614041 0.00057141491814571268 0.0010576725312892127 0.00096625818556676335 0.00068797001928075255 0.00063718253804021191 2.7598482149913774e-05 0.00014338037037626183
leaf_weight=93 75 90 25 28 74 31 574 22 30 20 142 64 35 20 29 1211 28 23 73 26 36 34 141 20 20 38 37 28 22 32
leaf_count=93 75 90 25 28 74 31 574 22 30 20 142 64 35 20 29 1211 28 23 73 26 36 34 141 20 20 38 37 28 22 32
internal_value=0 0.000484661 0.000892287 0.000758798 0.000674813 0.000397115 0.000918997 0.000453209 0.000630245 0.000519604 0.000866933 0.000947434 0.000862079 0.000827564 0.000893479 0.000937477 0.00108511 0.000580741 0.000545432 0.000249046 0.000941875 0.000654881 0.00046397 0.000732867 0.000856419 0.000831104 0.000813037 0.000788659 0.000193916 0.000251995
internal_weight=0 590 2531 422 186 404 2109 293 188 203 745 1364 234 199 603 1272 92 160 137 111 1247 64 161 42 179 159 112 121 85 63
internal_count=3121 590 2531 422 186 404 2109 293 188 203 745 1364 234 199 603 1272 92 160 137 111 1247 64 161 42 179 159 112 121 85 63
is_linear=0
shrinkage=0.00196078


Tree=4912
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 1 2 2 14 4 47 4 2 4 1 15 13 0 15 15 133 132 12 131 42 0 43 13
split_gain=27.9987 4.33913 2.73939 2.2734 1.88067 1.23058 0.979743 0.767263 0.722334 0.674402 0.531742 0.426834 0.418718 0.375314 0.451482 0.369926 0.531244 0.560738 0.512071 0.3642 0.344446 0.332218 0.292906 0.358956 0.266447 0.223371 0.217769 0.44853 0.208929 0.205696
threshold=0.104035 -0.40967499999999996 0.13604000000000002 0.056590000000000008 0.088725000000000012 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.25063000000000007 0.062655000000000016 -0.17966999999999997 0.13082500000000002 0.022185000000000003 0.079055000000000014 -0.013514999999999998 0.083345000000000016 -0.17952999999999997 -0.16152999999999998 -0.11173999999999999 -0.095869999999999983 -0.028889999999999996 0.089200000000000015 0.08696000000000001 0.090285000000000018 0.09031500000000002 0.084835000000000008 -0.067624999999999977 0.064745000000000011 -0.079299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 11 10 -6 21 15 12 13 -3 -4 19 -15 18 24 -18 -7 20 -1 -5 23 -13 -17 -2 -21 -28 -20 -24
right_child=1 2 9 7 6 8 -8 -9 -10 -11 -12 22 -14 14 -16 16 17 -19 28 26 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011676403763247469 0.0011586643474493989 0.00086166700687395094 0.00040014876858916699 0.0010772360020197078 0.00099057994173377506 0.00079834520761149711 0.0006131906962210565 0.00068696847604359412 0.00078886331715974573 0.00014314063548369506 0.0013232827103800244 0.00062412911620124379 0.00070677527655646499 0.00087704781638773784 0.0012323506906920787 0.0011157255089898884 0.0010821273886397773 0.00065827042594844218 0.0011282846540611527 0.001172005072855646 0.00082813842126054009 0.00077550841933664153 0.0005650915323741852 0.00038475020597205267 0.0010016715943284619 0.00092997666862275872 0.0011305840846229467 0.00083832732435701936 0.0010083628784117835 0.00029668370698469882
leaf_weight=20 52 21 119 47 87 21 38 64 39 36 60 223 20 44 20 126 20 30 397 676 27 20 21 27 210 24 523 21 65 23
leaf_count=20 52 21 119 47 87 21 38 64 39 36 60 223 20 44 20 126 20 30 397 676 27 20 21 27 210 24 523 21 65 23
internal_value=0 0.000644447 0.000589825 0.00109175 0.000672355 0.00110607 0.000875854 0.000840506 0.00104992 0.000382322 0.00114272 0.000591602 0.000444268 0.00113458 0.00098808 0.00106164 0.00101638 0.000827813 0.0010978 0.00114198 0.000972607 0.000987168 0.000572312 0.000598276 0.00104444 0.00108645 0.0011485 0.0011193 0.00111141 0.000424787
internal_weight=0 691 615 2430 440 2299 125 131 908 175 1391 315 139 1331 64 869 386 50 483 1267 47 67 294 250 336 76 1220 544 462 44
internal_count=3121 691 615 2430 440 2299 125 131 908 175 1391 315 139 1331 64 869 386 50 483 1267 47 67 294 250 336 76 1220 544 462 44
is_linear=0
shrinkage=0.00196078


Tree=4913
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 3 14 4 3 0 0 49 50 14 47 39 4 1 0 1 15 0 1 42 16
split_gain=32.1695 4.24592 3.6958 2.15873 2.11291 1.63297 1.23042 1.01511 1.27555 1.00968 0.788748 0.619846 0.575538 0.539632 0.563329 0.424862 0.396897 0.396352 0.384707 0.393031 0.383133 0.353917 0.351667 0.314556 0.295327 0.277288 0.363057 0.364301 0.258165 0.256548
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.093965000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 -0.11171999999999999 0.076175000000000007 0.23246000000000003 -0.13927999999999999 -0.030209999999999997 -0.067094999999999988 -0.012034999999999999 0.041865000000000006 0.062655000000000016 0.077555000000000013 0.096625000000000016 -0.033174999999999989 0.10124500000000002 -0.13027499999999997 0.12000500000000001 -0.089964999999999976 -0.10224499999999999 0.14754500000000001 0.11457500000000002 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 7 11 24 -9 -6 -1 23 13 -8 28 22 -2 25 19 29 21 -10 -11 -4 -3 26 -7 -28 -15 -12
right_child=1 5 6 -5 9 17 12 8 20 15 18 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00073822429403662686 0.00076142950312179682 0.00057172048913034935 0.000982317317150845 0.00058019523191496253 0.0011044371621017589 0.00049915991212223093 0.0012592211780902403 0.00093994855421597879 0.00082811175807380845 0.00087624003806752832 0.00095685269946020059 0.0013896069385680148 0.00079007288004096898 0.0010992170715047873 0.00084599251136741537 0.00049826882607420953 0.0010661970919279185 0.00049137720826951446 0.001358997231605006 0.0012786998585158703 0.00035218031821297665 0.00055567856701655371 0.00067073838080929104 0.001165504456354259 0.00031772555182430618 2.5208246455911326e-05 0.00035571871788544769 -5.3361311283599093e-06 0.00098849185992851683 0.0011149246032179723
leaf_weight=26 20 24 37 74 31 20 57 42 22 59 81 47 28 408 44 28 92 26 20 30 29 110 70 1387 66 22 22 21 101 77
leaf_count=26 20 24 37 74 31 20 57 42 22 59 81 47 28 408 44 28 92 26 20 30 29 110 70 1387 66 22 22 21 101 77
internal_value=0 0.000594925 0.00110335 0.000840071 0.000935848 0.000482061 0.00113687 0.00055879 0.000635636 0.000781058 0.00106021 0.00116806 0.00106495 0.00107757 0.00105885 0.000717206 0.00101177 0.000279526 0.00110046 0.00107295 0.00055625 0.000601084 0.000764728 0.00116074 0.000385458 0.000214724 0.000280904 0.00017939 0.00107725 0.00103389
internal_weight=0 590 2531 186 422 404 2109 293 203 188 234 1471 638 610 553 157 112 111 208 188 161 132 129 1424 90 85 63 43 509 158
internal_count=3121 590 2531 186 422 404 2109 293 203 188 234 1471 638 610 553 157 112 111 208 188 161 132 129 1424 90 85 63 43 509 158
is_linear=0
shrinkage=0.00196078


Tree=4914
num_leaves=31
num_cat=0
split_feature=1 3 2 15 393 157 130 1210 475 1 51 157 15 11 51 43 42 52 52 1 0 475 160 457 4 16 484 39 13 151
split_gain=0.564802 0.0976144 0.0861282 0.0835867 0.0867719 0.0865212 0.0799331 0.0736832 0.0997265 0.0835859 0.0865121 0.0876419 0.0853032 0.176526 0.0874228 0.0786612 0.0983458 0.070741 0.0768794 0.0701087 0.0849536 0.0696454 0.0677685 0.0646145 0.0616559 0.0614613 0.0612875 0.0768391 0.0832731 0.069494
threshold=0.10920500000000001 -0.034684999999999994 0.31358000000000003 0.024640000000000006 0.086030000000000009 -0.0091799999999999989 -0.072444999999999982 -0.0084249999999999985 -0.084169999999999981 0.095950000000000021 0.10614000000000001 -0.051074999999999988 -0.079249999999999987 0.076560000000000003 -0.22411499999999998 -0.088249999999999981 0.081660000000000024 -0.23798499999999997 -0.16675999999999999 0.079415000000000013 -0.097274999999999986 -0.029109999999999997 0.10396000000000001 0.085230000000000014 -0.016959999999999999 -0.069144999999999984 -0.070054999999999992 0.089130000000000015 -0.28558999999999996 -0.067694999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 17 4 7 -5 -2 -1 -9 12 11 -11 14 15 -10 16 24 -3 -19 20 -17 -21 23 -16 -14 -22 -20 28 -28 -30
right_child=1 2 -4 5 -6 -7 -8 8 9 10 -12 -13 13 -15 22 19 -18 18 26 21 25 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0032488312099927239 0.0018779138609660907 0.0098027971666306262 -0.0025663803752866529 0.014524006334921489 0.0019489927109904014 0.0086884803423447118 0.0072484416831984609 0.0099230009385509518 0.015201498488230365 0.010092298953483502 0.01146698438290817 0.0042271592125080297 0.010729102061928383 -0.0019732742370771514 0.0086229728832677207 -0.0005523310776334256 0.013117375941753077 -0.0023297991062281652 -0.00125675015617162 0.0051485247451416929 0.010922263562679292 0.010804208886111156 0.004559594410545144 0.013441772513712447 0.0045448316457240212 0.005641270788586436 0.0033625994794599622 0.0021428104372993718 0.0039527742614154709 0.0096908560278074415
leaf_weight=35 33 20 21 26 26 1115 173 206 21 30 24 169 28 21 384 20 48 20 20 33 25 64 38 30 38 186 81 92 32 62
leaf_count=35 33 20 21 26 26 1115 173 206 21 30 24 169 28 21 384 20 48 20 20 33 25 64 38 30 38 186 81 92 32 62
internal_value=0 0.00466284 0.00364156 0.00818353 0.00767309 0.00882145 0.00638811 0.0077794 0.00789557 0.00753521 0.00579537 0.00511135 0.00794972 0.00698482 0.00889423 0.00741043 0.00967327 0.00404023 0.00366482 0.00662395 0.00567656 0.00888011 0.00860119 0.00897216 0.00716846 0.00626698 0.00408256 0.00448251 0.00571253 0.00773747
internal_weight=0 554 348 2567 1426 1141 206 1400 1365 1159 223 199 936 463 473 442 114 327 307 328 231 97 452 414 66 211 287 267 175 94
internal_count=3121 554 348 2567 1426 1141 206 1400 1365 1159 223 199 936 463 473 442 114 327 307 328 231 97 452 414 66 211 287 267 175 94
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 3 13 12 12 3 15 149 10 484 484 11 51 484 43 0 150 13 43 16 151 0 1208 1208 2 15
split_gain=0.459547 0.149573 0.0977933 0.114165 0.0757751 0.226728 0.0997745 0.0872749 0.0948084 0.0779136 0.0747732 0.0723874 0.0766946 0.0518027 0.084061 0.0468702 0.058129 0.0461873 0.0488317 0.0557133 0.0471085 0.0458839 0.064902 0.0471695 0.0673257 0.0690682 0.150023 0.0894775 0.0625144 0.091981
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 1.0000000180025095e-35 -0.082234999999999989 -0.080634999999999984 0.0049450000000000006 0.089410000000000003 0.092465000000000006 -0.11255999999999998 -0.094329999999999983 0.07770500000000001 -0.079859999999999987 0.096415000000000015 0.093765000000000015 0.094350000000000003 -0.047599999999999996 -1.0000000180025095e-35 -0.08231999999999999 -0.080604999999999996 -0.045534999999999992 -0.14819499999999997 0.035560000000000008 -0.069144999999999984 -0.084764999999999993 -0.067094999999999988 0.10480500000000002 1.0000000180025095e-35 0.084305000000000005 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 6 -6 7 -4 -9 15 -5 12 -2 14 -14 16 -8 -7 19 -19 -20 22 -1 24 -23 26 27 28 29 -26
right_child=11 -3 3 10 5 17 9 8 -10 -11 -12 -13 13 -15 -16 -17 -18 18 20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0074392878570194764 -0.0011813154321713135 0.0032022808662424741 0.0060510875587351624 -0.001320957822132517 -0.0029047833271324637 0.0093736390732829019 0.0038200270496951093 0.018618836225536856 0.010021535075944046 0.0025270503324766953 0.0049327839598496612 0.0082774904939079928 0.0034387663359409858 -0.00089905752599103532 0.010185508830472827 0.011891959807663053 0.010728355097983566 -0.00038858415528444484 0.0026592767778007937 0.0068124136569994416 0.0072831052464580595 0.013185831456660078 0.013777853993039268 0.0071580055785498923 0.010100028876782978 0.012660792390740808 -0.0002952493837007999 0.014678700938820838 0.0073998863122929654 0.0029649558849632741
leaf_weight=35 39 89 20 22 25 64 29 23 29 30 146 28 241 24 20 27 21 21 24 22 269 26 30 926 187 31 22 20 611 20
leaf_count=35 39 89 20 22 25 64 29 23 29 30 146 28 241 24 20 27 21 21 24 22 269 26 30 926 187 31 22 20 611 20
internal_value=0 0.00723536 0.0073693 0.00641964 0.00706098 0.00633408 0.00878687 0.011665 0.0138242 0.00685019 0.00411384 0.00339936 0.00297779 0.00354693 0.00395576 0.00853453 0.00672152 0.00691151 0.00644253 0.00329565 0.00690436 0.00775354 0.0103648 0.00766144 0.00816983 0.00802345 0.00785629 0.0080703 0.00790872 0.00941065
internal_weight=0 2769 2680 772 604 425 179 72 52 107 168 352 324 285 261 77 50 400 336 43 293 1908 65 1843 917 891 860 838 818 207
internal_count=3121 2769 2680 772 604 425 179 72 52 107 168 352 324 285 261 77 50 400 336 43 293 1908 65 1843 917 891 860 838 818 207
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 0 0 4 1 2 0 0 12 34 0 4 15 13 43 13 0 131 10 2 3 2
split_gain=15.5317 1.90481 1.60933 1.37871 1.00003 0.81221 0.696341 0.482483 0.451095 0.371118 0.345386 0.321641 0.298768 0.294853 0.294798 0.283132 0.38207 0.274926 0.251191 0.233013 0.446424 0.22261 0.20318 0.233861 0.272743 0.199838 0.198374 0.193475 0.19275 0.164525
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.086915000000000006 0.091325000000000003 0.40124500000000002 -0.27825499999999997 1.0000000180025095e-35 -0.23194499999999998 0.033845000000000007 0.10089500000000001 0.17025000000000004 -0.14832499999999996 -0.088774999999999979 0.13597000000000004 -0.028109999999999996 -0.13027499999999997 -0.064054999999999987 -0.03241999999999999 -0.016469999999999995 -0.012164999999999999 -0.020934999999999999 -0.22491999999999998 0.09031500000000002 -0.38124499999999995 0.10381000000000001 -0.116045 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 5 10 22 14 -7 -6 12 -1 15 27 17 -4 -8 -17 -5 -16 29 -21 -19 -3 -24 -25 -2 -15 -10 -13 -12
right_child=1 3 6 13 8 7 11 -9 9 -11 19 28 -14 26 18 16 -18 21 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00099332094351875576 0.00088790781190749301 0.00033269329325719897 0.00097299826367959084 0.00010528187867363586 0.000794276563280256 0.00068995099118193323 0.00088726924025697381 0.00041061707164621495 0.00068005447091706254 0.00028977886548424078 0.00087635987922886371 0.00049072393672723396 0.00047237280152397218 0.00021256324628895706 0.00061769976791943993 0.00076471217615430964 0.0005174586451521106 0.00026752750693013501 0.00082035503091356364 0.00074977561623872991 0.00045625833536112057 0.00046385693595601805 0.00035295354534920772 0.00036461709332957792 0.0006054589972265211 0.00064407846239072821 -4.1274800850991518e-05 0.00046416515037052186 0.00069641502310658276 0.0006670952891456145
leaf_weight=22 28 121 48 25 30 70 69 36 79 21 52 20 75 29 24 618 25 64 1164 76 27 34 62 29 48 24 20 20 141 20
leaf_count=22 28 121 48 25 30 70 69 36 79 21 52 20 75 29 24 618 25 64 1164 76 27 34 62 29 48 24 20 20 141 20
internal_value=0 0.000417012 0.000770288 0.000382375 0.000659756 0.00045042 0.000792405 0.000595083 0.000570441 0.000536005 0.000761764 0.00075001 0.000565722 0.00023758 0.000822348 0.000767908 0.000755099 0.000288821 0.000816261 0.000732655 0.000672834 0.000335642 0.000391442 0.000442583 0.000514752 0.000775371 0.000108956 0.00063644 0.000670863 0.000818231
internal_weight=0 590 2531 538 422 366 2109 106 225 195 197 873 174 172 1236 712 643 123 1188 175 103 98 260 139 77 52 49 99 161 72
internal_count=3121 590 2531 538 422 366 2109 106 225 195 197 873 174 172 1236 712 643 123 1188 175 103 98 260 139 77 52 49 99 161 72
is_linear=0
shrinkage=0.00196078


Tree=4917
num_leaves=31
num_cat=0
split_feature=1 3 12 3 160 49 151 150 0 52 148 12 12 12 1 1213 16 47 2 52 52 42 47 14 16 15 15 474 0 2
split_gain=0.461528 0.0799655 0.0866124 0.0723368 0.0774836 0.0912965 0.0981406 0.0699813 0.0658712 0.0580241 0.0656817 0.0597021 0.11047 0.0957954 0.0624637 0.0563472 0.0677843 0.0648515 0.0644444 0.0703198 0.0808554 0.0559916 0.0557036 0.0565831 0.0982477 0.0549187 0.0712306 0.0579839 0.0548799 0.0491066
threshold=0.10920500000000001 0.31534000000000006 -0.42850999999999995 -0.07359499999999998 -0.54200499999999985 0.14705000000000004 -0.090369999999999992 0.10980500000000001 0.22582000000000002 -0.23375999999999997 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.089410000000000003 0.14627000000000004 -0.077519999999999992 0.51222500000000004 0.096770000000000009 -0.0091949999999999983 -0.24456499999999998 -0.090114999999999987 0.090545000000000014 0.10670500000000001 -0.46166999999999997 -0.008904999999999998 0.11728000000000001 0.11171000000000002 0.084660000000000027 -0.070154999999999981 0.15950500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 -3 8 -5 6 -6 15 -1 21 -11 12 13 14 22 -8 17 18 28 -20 -21 -2 23 -12 -25 26 27 -22 -17 -4
right_child=1 2 29 4 5 -7 7 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 19 20 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0075907438258463883 0.010118146197483465 0.005210308914205858 0.0011627226934901305 0.011488748147218888 0.012157292364697371 0.00063132235523441754 0.010157004438547626 0.00092159084649756553 0.0020863188430666926 -4.9561804958752224e-05 0.0071075628544869165 0.0082368264464955585 -0.0023384105339646342 0.0085274902975880622 -0.0015911570750176908 0.0058144923392683271 0.010542250279831933 0.010162977790059813 0.0017662824940328536 0.0095894936082561721 0.0060411020946018225 0.004379136773059145 0.0075254591126438413 0.0038746903134290558 -0.0026985964039860331 0.0084466780755388694 -0.00024062465754864012 0.00097951534576714043 -0.0012134484698763119 -0.0049540202077921662
leaf_weight=1844 34 35 35 28 28 29 36 25 22 35 35 38 25 51 20 20 32 32 38 62 239 34 42 121 28 59 23 25 25 21
leaf_count=1844 34 35 35 28 28 29 36 25 22 35 35 38 25 51 20 20 32 32 38 62 239 34 42 121 28 59 23 25 25 21
internal_value=0 0.00401791 0.00130793 0.00720048 0.00633439 0.00611995 0.0063671 0.00610391 0.00752585 0.00455054 0.00408606 0.00448814 0.00404574 0.00458313 0.0037654 0.00632313 0.00607445 0.00580108 0.00551681 0.00588071 0.00626392 0.00724864 0.00423943 0.00348936 0.00263944 0.00566801 0.00509678 0.00556179 0.00191008 -0.00113106
internal_weight=0 554 91 2567 701 673 644 616 1866 463 395 360 322 297 246 591 555 523 491 446 408 68 226 184 149 346 287 264 45 56
internal_count=3121 554 91 2567 701 673 644 616 1866 463 395 360 322 297 246 591 555 523 491 446 408 68 226 184 149 346 287 264 45 56
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 15 34 97 2 2 12 1 4 4 12 13 11 43 16 3 52 15 51 403 133 150 12 133 3
split_gain=0.377495 0.114066 0.0627294 0.0868084 0.0826032 0.103862 0.0650006 0.0498696 0.0747874 0.0636918 0.0551478 0.0538332 0.096561 0.0559399 0.0556703 0.0475647 0.0636244 0.0506405 0.0976873 0.0900142 0.0850788 0.122743 0.0662272 0.0914584 0.0493663 0.0489543 0.046553 0.0464303 0.0827285 0.0480972
threshold=0.11866500000000001 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.074359999999999996 -1.0000000180025095e-35 -0.23141499999999995 -0.038779999999999995 -0.079444999999999988 0.116525 -0.15339499999999998 -0.42850999999999995 0.15799000000000005 -0.059649999999999988 0.063160000000000008 0.099815000000000015 0.26746000000000009 1.0000000180025095e-35 0.035560000000000008 -0.23935499999999996 -0.11255999999999998 -0.088614999999999985 0.040760000000000005 0.084305000000000019 -0.10884999999999999 0.41484500000000007 -0.091259999999999994 0.10866500000000003 -0.24098999999999995 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -2 10 -9 -11 13 -13 -15 17 24 20 19 -19 21 -3 23 -21 25 -17 -22 -26 -29 -30
right_child=7 15 3 -5 -6 6 -8 9 -10 11 -12 12 -14 14 -16 16 -18 18 -20 22 26 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-1.2492164766982845e-05 0.0039652193696903329 -0.0031344870460175336 -0.0035248277895152573 0.010742242334942732 0.0059258007338474613 -0.0011881076707504689 0.0049205065082275762 0.0014230383846622248 -0.0043778833340514791 0.0072633639723062512 0.0067675430823971212 0.007057942236618449 -0.0047621788922697309 -0.0021587815069194351 0.0028092592621446946 0.011059361487558043 0.010750298254677784 0.0015252458175555581 0.014346444066613912 0.0092686178782340999 0.011666947957128287 0.0064855129276919698 0.012342862012412619 0.0017590703948846332 0.0033290484801437124 0.0054903451518743844 0.0068122038361050664 0.0097604042288233963 0.0034899581373403115 0.0086082788508223453
leaf_weight=23 21 21 20 28 344 20 135 26 22 20 75 24 20 28 116 27 23 21 25 55 20 36 34 23 127 38 1594 41 91 23
leaf_count=23 21 21 20 28 344 20 135 26 22 20 75 24 20 28 116 27 23 21 25 55 20 36 34 23 127 38 1594 41 91 23
internal_value=0 0.00636412 0.00510347 0.00531859 0.00502598 0.0032572 0.0041323 0.0028874 -0.000303345 0.00333142 0.00539173 0.00233097 0.00180625 0.00258821 0.00184325 0.00669089 0.00565685 0.00690007 0.00861127 0.00753323 0.00673827 0.0029413 0.00865973 0.00705426 0.00531925 0.00780363 0.00687236 0.0047466 0.00590809 0.0045226
internal_weight=0 2769 570 547 519 175 155 352 43 309 101 208 188 168 144 2199 370 1829 158 133 1671 57 112 78 347 65 1614 282 155 114
internal_count=3121 2769 570 547 519 175 155 352 43 309 101 208 188 168 144 2199 370 1829 158 133 1671 57 112 78 347 65 1614 282 155 114
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=31
num_cat=0
split_feature=1 3 4 39 2 2 2 2 1 2 14 4 52 52 1 4 4 49 1 0 1 15 0 42 0 4 15 40 1 1
split_gain=28.5989 4.90885 2.24426 2.14015 1.50202 1.36003 0.91935 0.855099 0.765468 0.710487 0.674388 0.483651 0.382005 0.381023 0.703545 0.399701 0.372452 0.362795 0.359146 0.305898 0.293796 0.267422 0.250773 0.249488 0.559154 0.267331 0.247538 0.231961 0.211683 0.20934
threshold=0.104035 -0.059315 0.27834500000000006 0.056590000000000008 0.14285500000000004 0.090425000000000019 -1.0000000180025095e-35 0.13501500000000002 0.09253500000000002 0.10613000000000002 0.062655000000000016 -0.15464999999999998 -0.53964499999999982 -0.56176499999999996 0.089770000000000016 -0.16363499999999997 0.022185000000000003 -0.054984999999999992 0.16175000000000003 -0.11173999999999999 1.0000000180025095e-35 -0.095869999999999983 -0.16360999999999995 0.084835000000000008 -0.067624999999999977 -0.50690499999999983 -0.086849999999999997 -0.077714999999999992 0.083345000000000016 0.11866500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 10 27 13 26 -8 16 -11 -2 -7 20 -16 19 -14 -6 21 -15 -1 -17 25 -25 -21 -5 -3 -18 -13
right_child=1 4 -4 8 18 7 9 -9 -10 11 -12 29 17 14 15 22 28 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010309987431035544 0.0010355442976639942 0.00039336399086251772 0.0004858669799117687 0.00099840025496638674 0.00024777403424827742 0.0011090501687649554 0.00071174113286866074 0.00063223628586653552 0.0005661929956141987 0.00075056469615767979 0.0012160801242801086 0.00047837484810903412 0.00059577347262498533 0.00092892428282036665 0.00096042027782186189 0.00075667867082638532 0.00099810797001133431 0.00087862765637376837 -3.6997265546790467e-05 0.0012430404237672393 0.0010910110294069374 0.00074045957192687907 0.00048840779299829523 0.0010007783816787055 0.00068190076293792317 0.0010364805181994738 0.00075872323920463656 0.00020150191415393469 0.00077800886056809417 0.00033383332953524324
leaf_weight=21 45 47 85 30 90 43 57 39 64 20 61 111 22 658 24 37 28 84 21 25 46 29 21 542 22 661 37 50 42 59
leaf_count=21 45 47 85 30 90 43 57 39 64 20 61 111 22 658 24 37 28 84 21 25 46 29 21 542 22 661 37 50 42 59
internal_value=0 0.000511248 0.00074072 0.000963322 0.000392225 0.000977212 0.00045622 0.000915978 0.000719551 0.000519742 0.00101435 0.000462142 0.00088418 0.000929326 0.000919494 0.000747607 0.00100537 0.000819922 0.000193898 0.00101288 0.000939515 0.000862486 0.000659546 0.00101889 0.00098834 0.00104401 0.000866041 0.000294466 0.000866049 0.00042821
internal_weight=0 691 236 2430 455 2299 344 868 131 247 1431 190 151 829 786 82 1370 106 111 1300 704 50 58 1250 564 686 67 97 70 170
internal_count=3121 691 236 2430 455 2299 344 868 131 247 1431 190 151 829 786 82 1370 106 111 1300 704 50 58 1250 564 686 67 97 70 170
is_linear=0
shrinkage=0.00196078


Tree=4920
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 14 2 4 1 2 2 0 15 13 2 52 132 13 160 16 11 42 457 42 131 1 4 42 0
split_gain=25.2051 4.2459 2.3845 2.23708 1.87559 1.32802 1.21918 1.04554 0.971182 0.833886 0.603047 0.432013 0.411783 0.596253 0.376551 0.364624 0.294171 0.284446 0.257897 0.310524 0.296486 0.254159 0.22481 0.326386 0.214798 0.213716 0.207027 0.203121 0.209182 0.50038
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.062655000000000016 0.13712500000000002 0.40473500000000007 0.09253500000000002 0.092235000000000025 0.17025000000000004 -0.10096999999999999 -0.12255999999999999 -1.0000000180025095e-35 0.094835000000000017 -0.56176499999999996 0.08696000000000001 -0.0044799999999999987 -0.013084999999999998 -0.016164999999999995 1.0000000180025095e-35 0.079510000000000011 0.080930000000000016 0.086325000000000013 0.091440000000000007 0.11453000000000001 0.0082450000000000006 0.084835000000000008 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 9 17 6 7 10 26 15 12 14 13 -5 -4 -1 -12 18 -3 -20 -21 -8 23 -18 -24 -2 -6 28 -14 -30
right_child=1 2 11 5 8 -7 21 -9 -10 -11 16 -13 27 -15 -16 -17 22 -19 19 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001065625322260648 0.0010505116388428964 0.00045501851222932754 0.00028853424089888121 0.0011582417598909975 0.0010171940244332539 0.0005460300153405103 0.0010613492881431472 0.00066024296646947337 0.00051843068792352181 0.00057983217196145762 0.0011043714377195646 0.00014313098717042629 0.0010471389066130658 0.00082803851010814162 0.00052169576744761389 0.00078030941110592727 0.00090908723207822843 0.00031057219780004566 0.00074510398703161334 0.00058515876464746287 0.0003138639048058418 0.0012904280202548489 0.0011528451626526056 0.00066136645191347434 0.00095188414358878372 0.00081323656089165631 0.00081599661203152121 0.00089046349160551766 0.0010082971751415211 0.00070024198260293955
leaf_weight=26 54 157 89 27 32 26 27 38 39 69 39 50 715 95 38 51 290 32 31 59 21 60 22 22 290 20 51 45 585 21
leaf_count=26 54 157 89 27 32 26 27 38 39 69 39 50 715 95 38 51 290 32 31 59 21 60 22 22 290 20 51 45 585 21
internal_value=0 0.00054328 0.00048854 0.000971738 0.000568661 0.000986665 0.000991699 0.000982652 0.000773646 0.000736373 0.000988347 0.000297517 0.00101026 0.000901116 0.000358299 0.00087665 0.000939163 0.0004853 0.000506163 0.000578502 0.000513944 0.00121933 0.000928837 0.00089162 0.000966054 0.000986383 0.000893567 0.00102001 0.00102442 0.000997622
internal_weight=0 673 599 2448 422 2302 2276 2189 122 146 2151 177 1488 122 127 77 663 300 268 111 80 87 624 312 312 74 83 1366 1321 606
internal_count=3121 673 599 2448 422 2302 2276 2189 122 146 2151 177 1488 122 127 77 663 300 268 111 80 87 624 312 312 74 83 1366 1321 606
is_linear=0
shrinkage=0.00196078


Tree=4921
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 159 2 14 15 2 52 2 4 14 1 123 1 2 47 16 157 16 4 16 39 3 4
split_gain=20.7881 2.51621 2.17066 1.68891 1.23661 0.868578 0.787964 0.777049 0.766658 0.715282 0.406937 0.366885 0.343431 0.32136 0.318101 0.290641 0.272671 0.26349 0.26091 0.260554 0.249884 0.231829 0.229778 0.234861 0.220854 0.209177 0.271534 0.20232 0.189537 0.201255
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.093575000000000019 0.13075500000000004 -0.27825499999999997 0.095330000000000012 0.082585000000000006 0.11362000000000001 0.076175000000000007 0.13592500000000005 0.11704500000000001 0.081010000000000013 0.14285500000000004 0.022185000000000003 0.062655000000000016 0.16540500000000002 0.084180000000000019 0.10325000000000002 0.11177500000000001 0.077555000000000013 0.10994000000000002 -0.025309999999999996 -0.034884999999999992 0.033845000000000007 -0.12029499999999999 0.088025000000000006 -0.11255999999999998 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 9 27 -6 10 14 16 25 15 -2 19 18 28 21 -7 20 -8 -5 22 23 -1 -25 -4 -27 -3 -9 -30
right_child=1 5 7 8 6 17 13 11 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00058018187152258319 0.00082356618744704657 0.00049429187998823235 0.00092357015310745875 0.00075665668662431619 0.000925001832497622 0.00026331283385960851 0.00060132751243898342 0.00096697768194828251 0.0002843585277971304 0.00051881144316319157 0.0011011698561058871 0.00062438107150442458 0.00054112520580198249 0.00079095082101868642 0.00033470008710971457 0.00075677161214032492 0.001070704066590783 2.6601400971151784e-05 0.00044804208879998207 0.00042060688726425427 0.00053638086891641802 0.00099048152858135737 0.00094898106266962611 0.0007480653599391576 0.00093445809282634903 0.00090065532897622765 0.00071911827736170981 0.00032216945517511963 0.00066198310705230517 0.00086486233237026585
leaf_weight=20 96 97 1373 44 27 130 71 67 57 25 47 30 20 20 21 107 23 21 32 54 36 35 38 72 37 107 45 36 20 313
leaf_count=20 96 97 1373 44 27 130 71 67 57 25 47 30 20 20 21 107 23 21 32 54 36 35 38 72 37 107 45 36 20 313
internal_value=0 0.000465077 0.000873784 0.000588438 0.000745415 0.000332161 0.000617448 0.00089947 0.000474616 0.000833456 0.000921468 0.000835075 0.000774869 0.00056018 0.000556155 0.000847542 0.000868416 0.000230393 0.000597678 0.000523256 0.000657533 0.000845383 0.000814973 0.000775498 0.000811336 0.000915929 0.000846911 0.000447702 0.000871823 0.000852677
internal_weight=0 590 2531 306 422 284 172 2109 190 250 1572 537 116 145 133 507 225 151 112 125 80 202 167 129 109 1525 152 133 400 333
internal_count=3121 590 2531 306 422 284 172 2109 190 250 1572 537 116 145 133 507 225 151 112 125 80 202 167 129 109 1525 152 133 400 333
is_linear=0
shrinkage=0.00196078


Tree=4922
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 1 2 14 4 52 49 52 1 4 48 1 39 2 2 0 3 40 0 12 150 3
split_gain=29.8977 4.96869 2.54255 2.04022 1.77938 1.62357 1.22955 1.13378 1.15512 0.796939 0.76607 0.612263 0.440285 0.435865 0.389575 0.3203 0.395608 0.463355 0.528733 0.313258 0.289151 0.268958 0.248106 0.285225 0.268599 0.244158 0.225962 0.189937 0.172875 0.169603
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.089775000000000008 0.062655000000000016 -0.15464999999999998 -0.52606999999999993 -0.054984999999999992 -0.56176499999999996 0.089770000000000016 -0.111605 0.092150000000000024 0.091450000000000017 0.096625000000000016 0.31358000000000003 0.098630000000000009 -0.010949999999999998 -0.14847999999999997 -0.077474999999999988 -0.010949999999999998 0.09320500000000001 0.082565000000000013 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 25 -9 -4 11 19 -10 -2 -15 -12 22 -18 -19 -1 -14 -6 24 27 -17 -3 -7 -24 29 -5
right_child=1 4 9 28 21 26 -8 8 12 -11 15 -13 20 14 -16 16 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011350157624009127 0.0011528999000665428 0.00047460114599605271 0.0010119551754069988 0.00064184721856031055 0.00031755844506496048 0.00085120225729679142 0.00067291424453797921 0.00087988795288791927 0.00082930094909434223 0.00064147607660761065 0.0012164226476696954 0.0013260814033500693 0.00055975562186048032 0.00067941917751739218 0.00098029413321858486 0.0013084726855089239 0.0010767314854952504 0.00054371368158243451 0.00098918033024621372 0.0010524669425243758 0.00035369631802371025 8.7639728707133554e-05 0.0011156680598887483 0.00085092036133028364 0.0010812804153666445 0.00027455741496227096 0.00058001060522292727 0.0010076123061988525 0.000761676136331231 0.00043837422353713786
leaf_weight=1116 43 45 34 36 71 27 26 53 20 65 46 59 144 21 78 21 36 20 21 210 32 27 90 34 423 49 21 205 20 28
leaf_count=1116 43 45 34 36 71 27 26 53 20 65 46 59 144 21 78 21 36 20 21 210 32 27 90 34 423 49 21 205 20 28
internal_value=0 0.000608375 0.00107654 0.000844779 0.000487226 0.00108948 0.0010969 0.0005538 0.000623065 0.000768711 0.00110174 0.00113064 0.000553618 0.000988066 0.000916472 0.00105706 0.00104844 0.000914408 0.00077188 0.00112194 0.00052229 0.000254213 0.00106179 0.00102098 0.00109203 0.000370323 0.000732556 0.00104058 0.000602554 0.000552828
internal_weight=0 667 2454 226 441 2355 2307 343 249 99 2281 1385 196 142 99 896 850 77 41 1326 176 98 773 329 444 94 48 295 84 64
internal_count=3121 667 2454 226 441 2355 2307 343 249 99 2281 1385 196 142 99 896 850 77 41 1326 176 98 773 329 444 94 48 295 84 64
is_linear=0
shrinkage=0.00196078


Tree=4923
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 4 4 1 0 15 0 4 123 49 52 15 16 52 475 16 1 3 43 40 16 0
split_gain=27.2597 4.20827 2.08494 2.07406 1.55195 1.38502 1.04296 0.997167 0.885725 0.881508 0.820745 0.667418 0.659764 0.621282 0.506631 0.47642 0.390208 0.382986 0.292722 0.317727 0.35409 0.461342 0.317373 0.292646 0.270155 0.261297 0.308495 0.249103 0.232508 0.205928
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.033845000000000007 0.077845000000000011 -0.11173999999999999 -0.098289999999999975 -0.07929499999999999 0.27834500000000006 0.10695000000000002 -0.054984999999999992 -0.56176499999999996 0.024640000000000006 0.083160000000000026 0.024145000000000003 -0.008964999999999999 -0.10850999999999998 0.16175000000000003 0.30112000000000005 -0.070064999999999975 -0.077714999999999992 -0.039889999999999988 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 10 27 -9 -10 12 -4 13 -1 -14 23 25 -2 -16 20 21 29 -22 -12 -6 26 -11 -3 -15 -20
right_child=1 4 11 -5 24 -7 -8 8 9 16 15 -13 14 28 18 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010973451117887005 0.00064097239264573154 0.00040037294742517241 0.00092859693205490164 0.00048521932465858935 0.00024274383288985324 0.000641067245110772 0.0011920514381747174 0.00084772330532276554 0.00085367697457015151 0.00039629054799968121 0.00095290966289798623 0.00056812264467296552 0.0010162668071853171 0.00061510727520208859 0.0011085161733490495 0.00059485036776850994 0.00019568646488403406 0.00091105838094446712 0.00080274227568331879 0.00097624036544967071 0.001036353314431995 0.00093131534383364965 0.00086594145161417548 0.00082250233781584617 -8.152653728407415e-06 0.00034944134911654067 0.00058838369986265572 0.00020154764338889541 0.00085988630263098313 0.00054023591875921749
leaf_weight=22 24 47 28 85 77 48 84 30 23 50 149 67 1177 37 41 22 21 127 20 348 73 44 99 119 21 46 90 50 25 27
leaf_count=22 24 47 28 85 77 48 84 30 23 50 149 67 1177 37 41 22 21 127 20 348 73 44 99 119 21 46 90 50 25 27
internal_value=0 0.00051775 0.000959112 0.000730218 0.000407547 0.000970697 0.000977615 0.000467546 0.000530842 0.00048951 0.000969439 0.000674368 0.000984174 0.000814259 0.000991978 0.000872235 0.000449047 0.000868131 0.000948132 0.000937369 0.000885936 0.000787023 0.000938267 0.000895005 0.00018898 0.000477652 0.000519779 0.000297886 0.000713808 0.000651941
internal_weight=0 691 2430 236 455 2335 2287 357 260 230 2203 95 1913 84 1829 290 207 151 652 611 263 91 172 268 98 186 140 97 62 47
internal_count=3121 691 2430 236 455 2335 2287 357 260 230 2203 95 1913 84 1829 290 207 151 652 611 263 91 172 268 98 186 140 97 62 47
is_linear=0
shrinkage=0.00196078


Tree=4924
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 4 0 16 15 1 39 1 15 3 3 4 0 3 52 1 0 40 1 0
split_gain=28.0299 4.47043 2.39499 2.13429 1.51212 1.48647 0.949682 0.885751 0.90699 0.710757 0.702219 0.57834 0.677883 0.572893 0.525264 0.484879 0.425863 0.365753 0.367617 0.361125 0.472011 0.332596 0.47951 0.315444 0.294096 0.277237 0.275124 0.262938 0.261867 0.258569
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099185000000000009 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.14960000000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.52595999999999987 -0.097454999999999986 0.122715 0.096625000000000016 0.083345000000000016 -0.095869999999999983 0.20828500000000003 -0.017889999999999996 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 -0.56176499999999996 0.16175000000000003 -0.11991499999999998 -0.077714999999999992 0.12958500000000003 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 7 11 27 28 13 -4 12 14 -6 -1 -2 19 26 -19 20 -10 -14 -23 -24 -15 -7 -13 -3 -9 -22
right_child=1 5 10 -5 9 25 -8 8 16 -11 -12 17 21 24 -16 -17 -18 18 -20 -21 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011429718540757513 0.0010149974348167361 0.00048047276180562912 0.00096903492813669957 0.0005626522921796202 0.00064674977651413745 0.00031273879017372578 0.0012915847294409331 0.00092818852573792567 0.00037756449029243409 0.00063753456163864871 0.00062126859646082649 0.0011655905685181145 0.0013264254930822608 0.0011558781294781137 0.00078710809049405844 0.00073077898961192785 0.00032486871829913818 0.00095932161545052243 0.00061612988028233572 0.0004247861011596897 0.0006361255943666597 0.0011035440994590661 0.00083773512588403024 0.0010408809572490731 0.00097063458064358178 5.8575141235810367e-05 0.00094739616544532658 0.00027264234962343586 0.00064384941888206146 0.00088264701190560245
leaf_weight=23 113 44 34 84 20 77 76 33 23 26 65 33 22 36 52 29 32 28 21 46 74 1169 32 360 389 21 68 50 20 21
leaf_count=23 113 44 34 84 20 77 76 33 23 26 65 33 22 36 52 29 32 28 21 46 74 1169 32 360 389 21 68 50 20 21
internal_value=0 0.000586162 0.00103946 0.000810399 0.00105202 0.000471247 0.00107687 0.000532096 0.000593317 0.000952653 0.000740703 0.00106784 0.00107839 0.000971064 0.00089624 0.000956953 0.00053178 0.000951248 0.000812239 0.000572153 0.000629601 0.00108702 0.00108364 0.0010243 0.000986326 0.000258275 0.00101869 0.000369925 0.000820891 0.00069062
internal_weight=0 667 2454 226 2355 441 1884 343 249 471 99 1808 1658 445 75 142 196 150 49 164 118 1583 1561 392 425 98 101 94 53 95
internal_count=3121 667 2454 226 2355 441 1884 343 249 471 99 1808 1658 445 75 142 196 150 49 164 118 1583 1561 392 425 98 101 94 53 95
is_linear=0
shrinkage=0.00196078


Tree=4925
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 2 10 4 14 0 0 150 160 4 0 151 50 156 1429 43 401 4 15 159 474 50 15 1 123 133
split_gain=1.01545 0.230022 0.124937 0.13561 0.123242 0.105407 0.0970506 0.0814831 0.0784979 0.0786785 0.157535 0.0960467 0.128004 0.0798537 0.0621306 0.10536 0.0733042 0.0721917 0.0766156 0.0819856 0.0717664 0.129465 0.0716691 0.071022 0.0640018 0.0725419 0.0621151 0.0657947 0.0609264 0.0571736
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.083555000000000018 0.40124500000000002 0.14122000000000004 -0.062879999999999978 0.41257000000000005 0.062655000000000016 -0.13027499999999997 -0.14226499999999997 0.085455000000000017 -0.046074999999999991 -0.00059999999999999995 -0.074479999999999977 -0.083804999999999977 0.10883000000000001 0.090500000000000011 0.084485000000000018 -0.081779999999999978 0.080710000000000018 -0.55119499999999988 -0.0040799999999999994 -0.41538999999999998 0.091180000000000011 0.10450500000000001 0.094035000000000007 0.081315000000000012 0.11679000000000002 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 28 5 8 -4 -2 9 10 11 12 -1 -14 16 -16 17 18 24 -20 21 -17 23 -18 25 -11 27 -10 -3 -25
right_child=1 2 6 -5 -6 -7 -8 -9 26 14 -12 -13 13 -15 15 20 22 -19 19 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0055009987688174958 0.0096733315208852727 0.0054534330758655653 -0.0044294887355395725 0.013404347250858942 0.0028718075355176221 0.005364354088527673 0.0032292926354924793 0.0055066228816485823 0.012854383513331414 0.011034985945182945 0.00032043505396524616 0.0050645138988537446 0.0099221831894126446 0.017114808822445798 0.0026323337817475909 0.0171580749116838 0.012848256243806748 0.007769473176449538 0.018522149619871173 0.011065645019213359 0.0049444148541494676 0.0097628925724006985 0.0034641686308367011 0.0093738150668258857 0.0055707118351988145 0.016701816982063262 0.010031753208707361 0.020044365525245668 -0.00022686087526381017 0.0032596700638532639
leaf_weight=27 176 338 21 21 22 41 78 64 35 1266 22 35 29 33 21 25 45 64 29 30 28 446 22 65 21 23 34 20 20 20
leaf_count=27 176 338 21 21 22 41 78 64 35 1266 22 35 29 33 21 25 45 64 29 30 28 446 22 65 21 23 34 20 20 20
internal_value=0 0.00603623 0.00476795 0.00559423 0.0103221 0.0103909 0.0016047 0.00856221 0.010479 0.0103638 0.00811895 0.00950256 0.0112479 0.0137505 0.0105195 0.00957101 0.0108307 0.0110522 0.0112056 0.0147307 0.00986302 0.0101554 0.0087426 0.00963587 0.0110469 0.0111361 0.0133918 0.0154689 0.0051361 0.00793519
internal_weight=0 718 478 379 2403 2381 99 240 2340 2251 146 124 89 62 2105 520 1585 1433 1369 59 499 471 152 130 1310 1289 89 55 358 85
internal_count=3121 718 478 379 2403 2381 99 240 2340 2251 146 124 89 62 2105 520 1585 1433 1369 59 499 471 152 130 1310 1289 89 55 358 85
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 1 1 2 4 150 12 4 1 12 0 157 47 2 4 3 3 457 16 0
split_gain=31.9829 4.93342 3.05702 2.43544 2.01684 1.74102 1.03613 0.982087 0.895437 0.85201 0.671618 0.629829 0.617928 0.638238 0.461088 0.453016 0.393145 0.415252 0.310192 0.304081 0.300096 0.263094 0.258654 0.230334 0.224067 0.220592 0.23227 0.226437 0.209479 0.21694
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.14122000000000004 0.077845000000000011 0.15022500000000003 0.086920000000000011 0.090425000000000019 0.0067750000000000006 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.076935000000000017 0.11472500000000001 -0.030209999999999997 -0.0066899999999999989 0.090100000000000013 0.088930000000000023 0.0061450000000000003 1.0000000180025095e-35 0.20828500000000003 0.096470000000000014 0.058835000000000005 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 -6 11 15 -5 19 16 14 -14 18 17 -1 20 28 -7 -18 25 -19 -23 -3 27 -27 29 -4
right_child=1 2 8 10 7 9 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 21 23 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013578911622365315 0.0010040086992657495 0.00040033567851015684 0.00037240502858927073 0.00096066344205905738 0.00095170151768419434 0.0009484077957505249 0.0012727521640566726 0.00052856959414735339 0.0006126222984850269 0.00064557865257577603 0.00060060484720958788 8.3946470261054936e-05 0.00101852383726402 0.00068338446930516167 0.00081781251436355068 0.00070871533072717921 0.00079683991052203974 0.0010889862976637354 0.0010585356922145339 0.00054840297376463948 0.00073904317474349115 0.0010341005018049412 0.0006525645629058477 0.0010197531838791623 0.00086007202751751911 0.00070176063432191883 0.00040796788539952683 0.00044280512769724807 0.00046339476473775565 0.00021163566433921171
leaf_weight=20 74 99 50 28 71 285 76 30 34 41 69 53 367 27 50 30 23 781 92 21 29 256 33 242 32 37 35 20 25 91
leaf_count=20 74 99 50 28 71 285 76 30 34 41 69 53 367 27 50 30 23 781 92 21 29 256 33 242 32 37 35 20 25 91
internal_value=0 0.000526376 0.00046737 0.00100902 0.000595987 0.00102158 0.0010485 0.000826019 0.000314813 0.000915815 0.000704539 0.000272623 0.00103902 0.000975541 0.000994458 0.000941228 0.00105983 0.00107808 0.000958408 0.000326099 0.000929072 0.000998647 0.000492268 0.00107261 0.00101476 0.000464573 0.000533697 0.000610899 0.000297976 0.000268646
internal_weight=0 673 599 2448 325 2351 1874 101 274 477 97 240 1798 444 417 436 1354 1043 406 187 314 311 224 1023 288 191 92 57 166 141
internal_count=3121 673 599 2448 325 2351 1874 101 274 477 97 240 1798 444 417 436 1354 1043 406 187 314 311 224 1023 288 191 92 57 166 141
is_linear=0
shrinkage=0.00196078


Tree=4927
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 150 2 376 2 4 16 43 3 12 0 15 376 4 3 4 4 0 52 2 4 16 1455 0 12 0
split_gain=0.978631 0.141992 0.137788 0.100735 0.0901226 0.0955501 0.0860371 0.100409 0.0825237 0.0819828 0.0774346 0.0768328 0.0751744 0.121906 0.085882 0.139071 0.0724156 0.0697696 0.070553 0.114841 0.159685 0.114077 0.0780653 0.0753315 0.0684454 0.0658562 0.0733431 0.0640596 0.105254 0.0628861
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.10980500000000001 0.10981000000000002 0.080200000000000007 0.090790000000000023 -0.00027999999999999998 0.10994000000000002 -0.085594999999999991 -0.13309499999999996 0.10124000000000001 -0.10474999999999998 -0.41396999999999995 0.083785000000000012 0.40124500000000002 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 -0.13843999999999998 0.13796000000000003 0.082275000000000015 0.024790000000000003 -0.16075999999999999 0.068185000000000009 -0.13843999999999998 -0.086254999999999984 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 11 8 7 -2 9 10 -6 -1 -3 14 27 -16 -13 18 22 20 -20 -21 23 -4 29 -26 -27 28 -14 -23
right_child=1 12 17 -5 5 -7 -8 -9 -10 -11 -12 16 13 -15 15 -17 -18 -19 19 21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0088462992118218467 0.0097238100358840677 0.0070117306780511568 0.018041680272047719 0.0026824217320730293 0.0070037458045408138 0.0032490014558702353 0.0050420632102377173 0.002506195344840703 0.0085571676881900476 0.014872598870464699 0.014285633478151717 -8.9356802403926848e-05 -0.0014532535010948779 -0.004627190724713728 0.0037730747204203839 -0.004158477478756987 0.0067082944370451432 0.0044758459597471212 0.01013444548007101 0.0033636006400532405 -0.0015648353472352029 0.015144612028460212 0.0062482281844131651 0.011974750477452126 0.010864055304623702 0.006268167349145465 0.012244363319128752 0.011004976769909263 0.0074315729382215066 0.010445636057942145
leaf_weight=74 119 53 24 30 40 21 137 23 134 58 23 25 20 20 93 29 42 21 28 24 20 29 20 139 85 115 25 20 40 1590
leaf_count=74 119 53 24 30 40 21 137 23 134 58 23 25 20 20 93 29 42 21 28 24 20 29 20 139 85 115 25 20 40 1590
internal_value=0 0.00524046 0.0098748 0.00827927 0.00868192 0.00973268 0.00682989 0.00855476 0.0102666 0.0121598 0.00966221 0.00662511 0.00362791 0.00282006 0.00355741 0.00188771 0.00417186 0.0102112 0.0102686 0.0100894 0.00525975 0.0102135 0.0121446 0.012868 0.0103027 0.00866841 0.00733535 0.00610372 0.00446996 0.0105298
internal_weight=0 554 2567 447 417 276 279 142 255 121 63 141 275 222 202 122 67 2120 2099 1916 48 1868 183 163 1844 225 140 80 60 1619
internal_count=3121 554 2567 447 417 276 279 142 255 121 63 141 275 222 202 122 67 2120 2099 1916 48 1868 183 163 1844 225 140 80 60 1619
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 4 376 2 3 1 52 4 16 12 2 0 2 4 0 12 481 42 42 1456 4 481 3 50 14 16
split_gain=0.792691 0.122147 0.111608 0.0943002 0.0946789 0.089547 0.0913236 0.115689 0.0881663 0.0767291 0.0687135 0.0673316 0.1517 0.0664276 0.0627531 0.0967617 0.0591308 0.0565134 0.0632078 0.0544482 0.0533844 0.0739613 0.167635 0.104748 0.112203 0.229118 0.0592605 0.0520667 0.050488 0.0481602
threshold=0.10920500000000001 0.31370500000000007 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.11171999999999999 0.093575000000000019 -0.088614999999999985 -0.04890499999999999 -0.008904999999999998 -0.42850999999999995 -0.0091949999999999983 -0.14454499999999995 0.15950500000000004 0.40124500000000002 -0.14920999999999998 0.086095000000000019 -0.064254999999999993 0.088295000000000012 0.090310000000000015 -0.089834999999999984 -0.015039999999999998 -0.087424999999999989 -0.065819999999999976 0.10022000000000002 -0.47071999999999997 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 8 6 7 -2 -1 -10 -11 -9 -13 -3 -12 -16 -15 18 19 -4 21 23 -23 -20 25 -25 -22 -26 -7 -28
right_child=1 13 17 -5 -6 28 -8 11 9 10 14 12 -14 16 15 -17 -18 -19 20 -21 26 22 -24 24 27 -27 29 -29 -30 -31
leaf_value=0.0027212278980359036 0.0094133700346112383 0.0051214871369302277 0.015356435683075218 0.011638972016711099 0.0011130078624074276 0.0084942925581708555 0.0013084288951459118 0.0090567696661067506 0.0091652181760439357 0.010363203672071299 0.00031779308438948967 0.0064286833018835261 -0.0026454699975955818 0.0018233655059399707 0.0041934368040529085 0.011608166538644583 -0.0045025976215997202 0.0040282612622139008 0.0055238338187336925 0.0092139674799033896 0.009132039577978172 0.002012167189137212 0.011358327078098647 0.010379343423992396 0.012760949233784472 0.024209159203683554 0.0079232183750718842 0.0066479784182526857 0.0031775993870925556 0.0032508678899570704
leaf_weight=37 121 35 31 48 26 20 29 30 193 30 23 58 27 45 66 24 22 21 20 27 1692 28 61 25 38 23 104 22 167 28
leaf_count=37 121 35 31 48 26 20 29 30 193 30 23 58 27 45 66 24 22 21 20 27 1692 28 61 25 38 23 104 22 167 28
internal_value=0 0.00471641 0.00888732 0.00745134 0.00694757 0.00542178 0.00660416 0.0072549 0.00735426 0.00786445 0.00610887 0.00498382 0.00354631 0.00159065 0.0049794 0.0061707 -0.000253816 0.0091901 0.00924174 0.012497 0.00914924 0.010632 0.00841796 0.0121714 0.0134025 0.0170061 0.00897283 0.0105195 0.00374623 0.00693211
internal_weight=0 554 2567 447 399 452 265 236 373 336 143 115 85 102 113 90 67 2120 2099 58 2041 217 89 128 108 48 1824 60 187 132
internal_count=3121 554 2567 447 399 452 265 236 373 336 143 115 85 102 113 90 67 2120 2099 58 2041 217 89 128 108 48 1824 60 187 132
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 2 4 4 14 0 1 2 50 1 47 49 12 11 2 15 4 12 47 123 3 15 1 3 1
split_gain=36.7743 4.31077 3.76585 3.50044 2.02945 1.76197 1.26993 0.947185 0.804433 0.749415 0.734379 0.678773 0.645606 0.585344 0.56019 0.437068 0.38175 0.379298 0.379181 0.374257 0.369254 0.358612 0.347273 0.321667 0.298539 0.279515 0.255126 0.217147 0.213642 0.209746
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.051320000000000005 0.08864000000000001 0.27044500000000005 0.097070000000000004 -0.17966999999999997 0.41379000000000005 0.076975000000000002 -0.23194499999999998 0.12165500000000001 0.13501500000000002 0.041865000000000006 0.10124500000000002 0.090100000000000013 -0.012034999999999999 0.087695000000000009 0.076160000000000019 0.11389000000000002 0.013270000000000002 -0.059649999999999988 -1.0000000180025095e-35 0.090280000000000013 0.084025000000000016 -0.22605499999999998 -0.081924999999999984 0.088770000000000016 0.048265000000000009 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 10 16 9 -6 15 17 -1 -10 25 26 24 20 -5 27 -19 21 -2 28 -23 -18 -9 -8 29 -4 -12 -3
right_child=1 13 6 5 7 -7 12 14 11 -11 19 -13 -14 -15 -16 -17 23 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012445145643543644 0.00031444475902997167 0.00014802903735198331 0.0010222721964046864 0.00059063291469333215 0.00095256916438756607 0.00037624988191945348 0.001023308049720459 0.00074707575008632426 0.00041320917107874437 0.001221259919361831 0.00086063761629310306 0.00013644719063557294 0.00062415756297035704 0.00031197571445232123 0.00046414187215075261 0.00061133405668478387 0.0010489284197854644 0.000961387635573681 0.00069474917675614578 0.00061886542186273194 0.00056867888233825268 0.00089593899258090634 0.0006232270501767528 0.00080815770699843473 0.00052729303512920528 0.00087436679350866872 -0.00017654733082547394 0.00083624506318101695 0.0010848237550194889 -5.9137308879861785e-05
leaf_weight=22 82 42 689 20 31 44 56 74 56 52 26 87 37 30 85 45 32 870 21 21 30 58 26 64 35 359 24 25 44 34
leaf_count=22 82 42 689 20 31 44 56 74 56 52 26 87 37 30 85 45 32 870 21 21 30 58 26 64 35 359 24 25 44 34
internal_value=0 0.000387033 0.00093063 0.000476132 0.000761548 0.000710347 0.000964462 0.000634314 0.000351218 0.000989592 0.000906866 0.00024483 0.000872338 7.17591e-05 0.000583458 0.00044812 0.000837073 0.000982086 0.000955103 0.000864419 0.000382543 0.000897904 0.000811528 0.000888415 0.000676503 0.000894465 -3.05849e-07 0.00101576 0.00100155 5.53494e-05
internal_weight=0 590 2531 460 422 160 2109 225 300 1657 197 143 452 130 194 157 116 1605 891 175 112 154 84 96 109 415 100 714 70 76
internal_count=3121 590 2531 460 422 160 2109 225 300 1657 197 143 452 130 194 157 116 1605 891 175 112 154 84 96 109 415 100 714 70 76
is_linear=0
shrinkage=0.00196078


Tree=4930
num_leaves=31
num_cat=0
split_feature=1 1 39 12 4 2 4 2 1 47 14 11 13 4 1 13 4 1 2 15 12 43 2 12 52 51 4 1429 133 15
split_gain=25.7742 2.85333 2.70463 2.41497 1.74407 1.18191 1.11428 0.751596 0.700357 0.670428 0.547661 0.488095 0.449285 0.337511 0.770967 0.330521 0.406993 0.322082 0.277634 0.277436 0.258451 0.242296 0.221317 0.192261 0.17662 0.211182 0.20313 0.277815 0.567434 0.167762
threshold=0.10752500000000002 0.13559000000000002 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.092235000000000025 0.40124500000000002 0.13754500000000003 0.09253500000000002 0.13082500000000002 0.076175000000000007 1.0000000180025095e-35 -0.23438999999999996 -0.013514999999999998 0.086920000000000011 -1.0000000180025095e-35 0.024790000000000003 0.086920000000000011 0.087675000000000017 -0.036009999999999993 0.090285000000000018 0.057265000000000003 0.25063000000000007 0.093965000000000007 0.26521500000000003 0.11144500000000002 -0.49013999999999996 0.084770000000000012 0.084655000000000022 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 10 23 11 19 22 17 12 -7 21 20 -2 -17 24 -19 -4 -15 -14 -3 -5 26 -26 -1 -28 -29 -13
right_child=1 9 8 6 -6 7 -8 -9 -10 -11 -12 29 13 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0011648173783867515 0.00040860330658664838 0.00027248628188073702 0.00091857895293199186 0.0010316308673008593 0.00056311334944102957 0.00062381251715520642 0.00047878002274115943 0.00062589598390227845 0.00056454447714610143 0.00057240359579177147 0.0011715523761787259 0.0009943729028863708 0.00097518888765662441 0.00097918058171799784 0.00053296848115979016 0.00077450480266455925 0.0004801696012301404 0.00095209644484047667 0.00074301236625170814 0.00064658437804236354 0.00084690354549171265 0.0008408649665827485 9.7527789369972182e-05 0.00083289612604535023 0.0010021253481131641 0.00074540922507882747 0.0010123488138040777 0.00060498465263449086 0.0010005931948761804 0.0011818491432304475
leaf_weight=31 164 122 46 24 43 23 36 37 84 26 63 69 251 81 26 24 73 401 26 21 190 65 36 85 28 22 933 20 46 25
leaf_count=31 164 122 46 24 43 23 36 37 84 26 63 69 251 81 26 24 73 401 26 21 190 65 36 85 28 22 933 20 46 25
internal_value=0 0.000483186 0.000938276 0.000574982 0.000954421 0.000961621 0.000777872 0.000898533 0.000683806 0.000280635 0.000992441 0.000912352 0.00089286 0.000902955 0.000855497 0.000462266 0.000552995 0.000984954 0.000939365 0.000833327 0.00088644 0.000947559 0.000232622 0.000876654 0.00100298 0.00088917 0.0010085 0.00100365 0.000880712 0.00104423
internal_weight=0 590 2531 406 2380 2337 145 767 151 184 1570 730 636 613 297 261 97 1507 427 67 271 316 158 109 1080 50 1030 999 66 94
internal_count=3121 590 2531 406 2380 2337 145 767 151 184 1570 730 636 613 297 261 97 1507 427 67 271 316 158 109 1080 50 1030 999 66 94
is_linear=0
shrinkage=0.00196078


Tree=4931
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 47 2 2 2 4 1 1429 2 52 15 52 1 12 15 42 47 14 51 50 1 16
split_gain=42.5915 7.14088 4.35978 3.25525 2.18949 2.12578 1.86069 1.32409 1.28153 1.26966 1.06025 0.927194 0.835206 0.580782 0.554353 0.80563 0.434284 0.432629 0.364986 0.343072 0.311209 0.292386 0.270488 0.246948 0.23394 0.255113 0.224734 0.640665 0.219576 0.254155
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.092235000000000025 0.10672500000000001 0.14285500000000004 0.27834500000000006 0.080270000000000022 0.084690000000000015 0.094835000000000017 -0.56176499999999996 -0.059484999999999989 0.26521500000000003 0.15618500000000002 0.096475000000000019 0.090455000000000021 0.086665000000000006 0.090100000000000013 -0.23083499999999998 0.0038750000000000004 0.081075000000000022 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 24 6 7 10 16 12 14 21 13 -4 19 26 -1 -12 -18 -5 -14 -6 -9 -21 25 -3 -16 -28 29 -27
right_child=1 2 9 5 11 -7 -8 22 -10 -11 17 -13 20 -15 15 -17 18 -19 -20 23 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0012801227773656311 0.0012026063513522055 0.00074132999567955778 0.00063146617021945443 0.0012729352696514175 0.0012255909544948054 0.00056883840730377264 0.00078067650751309742 0.0015523588540507299 0.00070303924096094643 0.00072124566614852894 0.0013490513859442067 0.00064450334705391517 0.00027072211291443999 0.00035013779227094426 0.0012178929268523207 0.00081820320039190716 0.0011132190262167093 0.0011307916110575877 0.00077829779808055906 0.00093445543857181769 3.7513692832573476e-05 0.00097237768301776818 0.0013302559543363493 0.0012323673855821394 0.00076198502799548079 0.00070622530638002887 0.00089220521490900745 0.001290843901115456 0.00039756570031527653 0.00052672258864726134
leaf_weight=26 76 33 39 933 27 20 38 49 67 37 37 28 66 102 425 22 29 620 22 20 33 50 37 23 33 45 31 31 29 93
leaf_count=26 76 33 39 933 27 20 38 49 67 37 37 28 66 102 425 22 29 620 22 20 33 50 37 23 33 45 31 31 29 93
internal_value=0 0.000635588 0.000565517 0.00118728 0.000714971 0.00120529 0.00121091 0.00121825 0.000901338 0.000383151 0.00120867 0.000950057 0.000331029 0.000427952 0.00123768 0.00118522 0.00107388 0.00114308 0.000968743 0.00126504 0.000192986 0.00106117 0.0014568 0.0010938 0.000609031 0.000583793 0.0012018 0.00109152 0.000552663 0.000585256
internal_weight=0 691 615 2430 338 2286 2266 2228 144 277 2142 105 240 141 1485 509 77 657 51 976 99 77 86 43 233 200 487 62 167 138
internal_count=3121 691 615 2430 338 2286 2266 2228 144 277 2142 105 240 141 1485 509 77 657 51 976 99 77 86 43 233 200 487 62 167 138
is_linear=0
shrinkage=0.00196078


Tree=4932
num_leaves=31
num_cat=0
split_feature=1 12 4 15 1 155 47 52 2 150 0 0 4 157 16 3 15 43 0 3 12 157 48 4 3 1452 4 0 12 12
split_gain=1.12102 0.153492 0.152986 0.0993577 0.102049 0.0936714 0.0850424 0.107376 0.0757745 0.0752011 0.0955547 0.0910311 0.0729551 0.0684954 0.0636387 0.061272 0.0640813 0.104207 0.0602967 0.0784721 0.0741622 0.0747132 0.0770938 0.164615 0.0604604 0.0659991 0.0774242 0.1178 0.0641139 0.0861601
threshold=0.10920500000000001 0.051320000000000005 0.27287000000000006 0.035560000000000008 0.08864000000000001 0.10158500000000002 0.077555000000000013 0.096795000000000006 0.25063000000000007 0.084680000000000019 -0.019414999999999998 -0.14051499999999997 0.053180000000000012 -0.077809999999999976 -0.034884999999999992 -0.13309499999999996 -0.56020999999999987 0.10366000000000002 -0.079119999999999982 -0.045649999999999989 0.13597000000000004 -0.082134999999999986 0.093265000000000015 -0.50427999999999995 -0.059315 0.087755000000000014 -0.085594999999999991 -0.11173999999999999 0.083535000000000012 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 9 7 13 15 10 11 -2 18 -1 -15 -4 -17 -18 24 20 21 -20 23 -23 25 26 -3 -28 -29 -30
right_child=2 12 8 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0049036804247986187 0.0021439619129523637 0.012647201444741869 0.0072285954784601925 0.012830997411704934 0.0066090535687593132 0.013168947254730898 0.015231192512670534 0.0021107289753854275 -0.0017854838476826747 0.0038487157984176813 0.001521001363416081 0.0093799834986938585 0.0089562161836437577 0.0081677344638026433 0.013108000895308872 0.0080542729776352639 0.0035872047427688647 -0.00363210651051739 0.014739660721750479 0.0038111725030466914 0.0043429410478676711 0.018301796193409246 0.0052529949544658583 0.0099786178525634265 0.016635232381522657 0.015575246498337948 0.0033555902653461091 0.014441487500444057 0.0065811357917446717 0.010810954811870908
leaf_weight=22 20 225 50 48 225 22 25 20 24 81 23 133 247 45 62 25 153 23 37 20 21 25 31 480 20 32 22 45 51 864
leaf_count=22 20 225 50 48 225 22 25 20 24 81 23 133 247 45 62 25 153 23 37 20 21 25 31 480 20 32 22 45 51 864
internal_value=0 0.0102165 0.0052565 0.00853254 0.00801543 0.00690632 0.00983402 0.00892845 0.00358269 0.00637022 0.00753068 0.0084341 0.0105716 0.00998547 0.0110303 0.00409598 0.00331672 0.00264377 0.0107846 0.00997218 0.0101796 0.0103935 0.0100935 0.0103907 0.0111809 0.0110928 0.010974 0.0105906 0.0107564 0.0105752
internal_weight=0 2567 554 447 399 279 174 149 275 257 176 153 2120 129 107 251 201 176 1873 614 594 573 536 505 1259 1239 1207 982 960 915
internal_count=3121 2567 554 447 399 279 174 149 275 257 176 153 2120 129 107 251 201 176 1873 614 594 573 536 505 1259 1239 1207 982 960 915
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=31
num_cat=0
split_feature=1 3 4 2 2 2 1 4 15 41 14 43 481 3 4 151 1209 160 159 400 40 475 16 4 13 3 13 157 457 43
split_gain=0.914808 0.195656 0.108638 0.104962 0.102303 0.0961193 0.0832543 0.072986 0.0709282 0.103997 0.0933959 0.112391 0.0751817 0.0746467 0.119428 0.173406 0.0625067 0.0623352 0.0559107 0.085566 0.0762603 0.0684921 0.0635853 0.0628148 0.0611336 0.0594763 0.0966939 0.0696504 0.10289 0.197753
threshold=0.10337500000000001 -0.034684999999999994 0.40124500000000002 0.11474000000000002 0.31358000000000003 0.14122000000000004 0.12082500000000002 -0.17966999999999997 0.040760000000000005 0.075585000000000013 0.081185000000000021 -0.51144999999999985 -0.050084999999999991 0.090900000000000009 -0.059649999999999988 -0.0038099999999999996 0.091045000000000001 -0.089744999999999978 0.083870000000000014 -0.07520499999999998 -0.083394999999999983 -0.085144999999999985 -0.0057949999999999989 -0.50052499999999989 -0.070999999999999994 -0.11171999999999999 0.095120000000000024 -0.087424999999999989 0.041220000000000007 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 7 8 -2 -3 10 -10 11 -1 17 16 -15 -16 18 -13 19 -14 -21 -20 -23 -22 -24 26 -25 -27 -29 -30
right_child=1 4 -4 -5 -6 -7 -8 -9 9 -11 -12 12 13 14 15 -17 -18 -19 21 20 23 22 24 25 -26 27 -28 28 29 -31
leaf_value=0.0019408452769984373 0.0097376194256357865 0.0084429574830114443 0.0023434111245230517 0.0045231183998346814 -0.0028876594156913814 0.0046029636375151759 0.0048334130448185741 0.0038414228094410343 0.0098854991788374022 0.015019916286464872 0.015754562094807627 0.01447154467516556 0.003179498614432911 0.0093685273347156386 0.0089572338969446715 -0.0037744854938469158 0.0035746163910343534 0.0098062160292848657 0.015736312957723503 0.0040545270748196111 0.0145090414211154 0.011611245738458821 0.0045093672152495745 0.0021130809030916182 0.010323893738386688 0.0058938144289545323 0.010567706443058949 0.0090251258875971765 0.019662572400245285 0.0092387867133276388
leaf_weight=23 150 38 22 93 21 41 45 371 1043 41 20 41 27 49 20 23 21 95 23 31 21 96 33 31 40 57 24 501 28 52
leaf_count=23 150 38 22 93 21 41 45 371 1043 41 20 41 27 49 20 23 21 95 23 31 21 96 33 31 40 57 24 501 28 52
internal_value=0 0.00527041 0.00933834 0.00728749 0.00391944 0.00940297 0.00860588 0.00426895 0.00948707 0.0100797 0.0089756 0.00886591 0.00899721 0.00871745 0.00599336 0.00214724 0.00897189 0.0112127 0.00908946 0.00870967 0.00891009 0.0106166 0.00991979 0.0091209 0.00769541 0.00895763 0.00580237 0.00922963 0.0095569 0.0128871
internal_weight=0 718 2403 288 430 2381 195 409 2340 1084 1256 1236 1213 1077 92 43 985 136 964 772 745 192 169 714 73 693 55 638 581 80
internal_count=3121 718 2403 288 430 2381 195 409 2340 1084 1256 1236 1213 1077 92 43 985 136 964 772 745 192 169 714 73 693 55 638 581 80
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 2 151 2 16 2 34 4 52 2 3 158 43 133 15 16 159 3 4 4 2 132 1 52 15 51
split_gain=0.742894 0.198991 0.102065 0.0854076 0.086762 0.0792961 0.0918987 0.0831526 0.112452 0.0779224 0.0703128 0.0695709 0.0694484 0.0664657 0.05742 0.0558826 0.0642283 0.0671436 0.133489 0.0626894 0.0588977 0.0539325 0.106342 0.107826 0.076813 0.061137 0.129304 0.0532882 0.0512219 0.0487211
threshold=0.11866500000000001 0.051320000000000005 0.10124500000000002 0.30112000000000005 -0.42850999999999995 0.11362000000000001 0.050660000000000004 0.079055000000000014 -0.0007049999999999999 0.085730000000000015 -0.038779999999999995 0.053180000000000012 0.12354000000000001 0.13404500000000005 0.12745000000000004 0.080695000000000003 0.054355000000000007 0.081415000000000015 -0.045854999999999993 -0.11676499999999999 0.10904500000000002 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.082275000000000015 0.079970000000000013 0.081670000000000006 0.048770000000000008 0.013270000000000002 -0.047599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 6 7 8 -1 -9 -2 21 28 -12 -15 16 17 18 -13 -18 -17 24 23 -23 -3 26 -26 -11 -4 -28
right_child=3 11 12 4 -6 -7 -8 9 -10 27 13 15 -14 14 -16 20 19 -19 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00066858117102778386 -0.00011116140874836481 0.015250839738707458 0.0038165095464916831 0.0047805468551814561 -0.0014876239878561584 0.0027839933492002952 0.0015526164253242315 0.013966683384205682 0.010105396888178329 0.0077034382539608072 0.0064603939922393289 0.0056714458961880975 0.010116741943942464 0.001636277409031605 0.0070627072440961813 0.011981829723752127 0.012946368301287293 0.0073597978891703835 -0.0035533463471524775 0.0054350111167877913 0.0063061728650196033 0.008376232164325835 0.0087352733644774552 -0.00058546921610832213 0.0026953783701173964 0.014494286388868377 0.0084824325925371841 0.011571636641437705 0.0088048711662059246 0.013139176009318385
leaf_weight=28 33 28 196 34 63 31 20 32 23 147 118 62 23 78 26 41 25 83 21 20 33 29 1691 25 28 21 53 47 23 39
leaf_count=28 33 28 196 34 63 31 20 32 23 147 118 62 23 78 26 41 25 83 21 20 33 29 1691 25 28 21 53 47 23 39
internal_value=0 0.00811232 0.00644726 0.00323505 0.000709467 0.00759667 0.008099 0.00857166 0.0049244 0.00939472 0.00419576 0.00854392 0.00488939 0.00483598 0.00299288 0.00708628 0.00625702 0.00534863 0.00333746 0.00960799 0.00945079 0.00876097 0.00859577 0.0042273 0.0104667 0.00951665 0.00864556 0.00864058 0.0043404 0.0104565
internal_weight=0 2769 570 352 97 328 297 277 51 226 255 2199 242 222 104 285 211 166 83 45 74 1914 1745 54 169 141 120 194 219 92
internal_count=3121 2769 570 352 97 328 297 277 51 226 255 2199 242 222 104 285 211 166 83 45 74 1914 1745 54 169 141 120 194 219 92
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 14 1 2 4 48 1 3 15 0 11 1 1 51 160 3 3 4 159 52 160 48
split_gain=25.4609 4.14775 2.4809 2.2349 1.54612 1.41316 0.865007 0.858937 0.676861 0.554154 0.540932 0.456668 0.539256 0.451082 0.381043 0.559833 0.316638 0.260599 0.369229 0.230366 0.223786 0.207609 0.202226 0.239367 0.201545 0.225933 0.241096 0.21421 0.20108 0.201809
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13082500000000002 0.14960000000000004 0.10699500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.27834500000000006 -0.015314999999999997 0.080270000000000022 -0.12018999999999998 -0.41942499999999994 0.18019500000000002 1.0000000180025095e-35 0.090840000000000018 0.11588000000000001 0.11144500000000002 -0.067824999999999983 -0.0025099999999999996 -0.11171999999999999 0.0052350000000000009 0.0089800000000000019 0.039215000000000007 0.081905000000000019 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 9 11 13 20 14 -5 12 -4 -7 21 -16 -13 18 24 -20 -6 -1 -14 -24 -15 26 -26 -27 -17 -30
right_child=1 2 6 10 8 7 -8 -9 -10 -11 -12 16 22 17 15 28 -18 -19 19 -21 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=0.00093138795470067419 0.00087735546176567313 0.00040384712835755981 0.0004683387859079115 0.00077669053685431384 0.00089058624976904753 0.00059313252842163339 0.00053473784611909523 0.00045848687482803925 0.00043115273615806628 0.0010925738799522982 0.00047146371940816686 0.00024203673670404981 0.00035906146377331411 0.00064545260419691692 0.00060090939453468222 0.00088904806102365751 1.2827604381128402e-05 0.00061031342516014095 0.0011410777475319657 0.00089966791178931521 0.00067365921312191623 0.00076572065844255331 0.000259452432070008 4.3572001478762603e-05 0.00084189712478056065 0.00073194069155154383 0.0010067760160094813 0.00085274676697172987 0.00089202276965817142 0.00062881978860222332
leaf_weight=951 72 220 39 34 41 32 34 26 27 62 65 37 23 24 30 455 62 20 21 55 33 30 39 40 332 139 38 95 21 24
leaf_count=951 72 220 39 34 41 32 34 26 27 62 65 37 23 24 30 455 62 20 21 55 33 30 39 40 332 139 38 95 21 24
internal_value=0 0.000432862 0.000379074 0.000864891 0.000496051 0.000877023 0.000242033 0.000808901 0.00069689 0.00091089 0.000576289 0.000200566 0.000272235 0.000820952 0.000903435 0.000861072 9.84916e-05 0.000831021 0.000837292 0.000966373 0.000793849 0.000926322 0.000197254 0.000150146 0.00082167 0.000828672 0.000858831 0.000780986 0.000876682 0.000751648
internal_weight=0 667 595 2454 321 2355 274 782 101 1573 99 240 141 756 1511 530 99 724 704 76 74 981 102 79 628 604 370 234 500 45
internal_count=3121 667 595 2454 321 2355 274 782 101 1573 99 240 141 756 1511 530 99 724 704 76 74 981 102 79 628 604 370 234 500 45
is_linear=0
shrinkage=0.00196078


Tree=4936
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 31 16 52 2 2 4 16 2 13 16 0 15 11 48 4 3 0 0 4 160 3 4 479 16 43
split_gain=0.720839 0.114167 0.0933374 0.0868815 0.0858332 0.104808 0.0843454 0.0740927 0.0729393 0.0722181 0.0684914 0.0984759 0.0677935 0.0619883 0.0765043 0.0588944 0.0543034 0.0950482 0.0717914 0.113004 0.108479 0.0947919 0.136871 0.120863 0.0873845 0.0808266 0.079931 0.0725512 0.0672793 0.0563403
threshold=0.10920500000000001 0.31370500000000007 0.094385000000000011 0.41257000000000005 0.10981000000000002 -1.0000000180025095e-35 0.5136400000000001 0.12603000000000003 0.14122000000000004 0.10402500000000002 -0.04890499999999999 -0.008904999999999998 0.10699500000000002 -0.47860499999999995 -0.096824999999999981 -0.067094999999999988 -0.11033999999999998 0.086080000000000018 0.090720000000000009 -0.42529999999999996 0.086245000000000016 -0.14832499999999996 -0.11437499999999999 -0.14098499999999997 -1.0000000180025095e-35 -0.10519499999999998 0.0061450000000000003 0.098035000000000011 0.24134000000000003 0.060960000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 5 -2 7 9 16 15 -6 -12 -11 -3 -15 -4 -1 18 19 25 21 24 -23 -24 -21 -18 27 29 -20 -25
right_child=1 13 6 -5 10 -7 -8 -9 -10 12 11 -13 -14 14 -16 -17 17 -19 28 20 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.01008634232977763 0.0013883499941426715 0.0032217345772519836 0.0075142138155851121 0.0031280092647570598 0.007926563839282608 0.008747652684625613 0.0097367891162219982 0.008984983911796007 0.0041507838044043 -0.0012001222174149008 0.0048693848095076571 -0.0022473595986255159 0.0047589799788935738 -0.0063236067863181233 0.0020506955212719431 0.0031770909715089059 0.017239442362409572 0.0015659003906572861 0.0074231425861036914 0.0079887354665476359 0.0037376204123720533 0.001520242850328314 0.0020547907125076344 0.0091771582159889172 0.016181502087662617 0.010098687925389694 0.0066460955244072376 0.004636155422776937 0.0022248398676952895 0.0070512108461221138
leaf_weight=177 23 58 123 187 32 122 72 64 41 28 59 29 60 20 24 42 23 21 93 23 50 29 29 1208 30 51 190 40 34 139
leaf_count=177 23 58 123 187 32 122 72 64 41 28 59 29 60 20 24 42 23 21 93 23 50 29 29 1208 30 51 190 40 34 139
internal_value=0 0.0040965 0.00807389 0.00477844 0.00594308 0.00758032 0.00664707 0.0059453 0.00832872 0.00517637 0.00396475 0.00252409 0.0028629 0.00107456 -0.00175581 0.00641022 0.00840888 0.00825739 0.00832987 0.00849096 0.00832801 0.00846398 0.00832906 0.008452 0.0126262 0.0123181 0.00856964 0.00883314 0.00603147 0.00895778
internal_weight=0 554 2567 452 265 145 389 317 2178 253 120 88 88 102 44 165 2137 1960 1939 1812 1738 1688 1635 1606 53 74 1577 1387 127 1347
internal_count=3121 554 2567 452 265 145 389 317 2178 253 120 88 88 102 44 165 2137 1960 1939 1812 1738 1688 1635 1606 53 74 1577 1387 127 1347
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=31
num_cat=0
split_feature=1 12 132 1 47 149 3 156 0 160 43 15 16 151 43 42 3 1213 2 3 1429 3 12 133 16 160 0 131 4 3
split_gain=0.592999 0.149324 0.0902616 0.0860329 0.0677523 0.0713824 0.0651527 0.0682655 0.0633395 0.0613635 0.0586989 0.0577421 0.0644166 0.0652795 0.0556024 0.0519096 0.0621583 0.0669319 0.0512452 0.0585873 0.0498268 0.048994 0.0600793 0.0563191 0.0543579 0.0481358 0.100675 0.0833039 0.0662851 0.0644626
threshold=0.11866500000000001 0.051320000000000005 0.092395000000000019 0.10124500000000002 0.085505000000000012 0.081720000000000015 0.10299500000000002 0.089950000000000016 -0.040504999999999992 -0.077609999999999985 -0.0064299999999999991 0.013270000000000002 -1.0000000180025095e-35 -0.033849999999999991 -0.04890499999999999 0.11457500000000002 -0.081054999999999974 -0.021674999999999996 0.09358000000000001 -0.065229999999999996 -0.011139999999999999 0.092670000000000016 -0.089839999999999989 -0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.024095000000000002 0.093260000000000023 0.51388000000000011 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 25 7 21 -6 10 -5 12 13 -11 -15 -3 -17 -18 -19 -20 -9 22 24 -24 -1 28 27 29 -2 -27
right_child=4 15 -4 9 8 -7 -8 20 -10 11 -12 -13 -14 14 -16 16 17 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.006860043873166433 0.0072858423360490383 0.0076352566926302422 -0.00019529478531330824 0.004384967809693825 0.0061209167696125366 0.0075876864371821288 0.0028984700096771122 0.0075447079121312571 -1.9285073947338832e-05 0.0022087171296117872 0.011870340872555972 0.0086711046840285966 -0.0012699626290538749 0.0025039042346179487 0.0089786601692645098 0.0086612655491675322 0.0090610340498387815 0.00029348513473653135 0.0091293168296529489 0.0023817467413121654 0.014214659078667561 0.0030758120670604208 0.0043464913805946704 0.0096045841834380905 0.00076010350270995074 0.0030524551199050624 -0.0057553705556885057 0.0071892821939573406 0.0011146939455774492 -0.0018462524048938247
leaf_weight=48 28 2033 25 22 84 20 34 21 21 84 20 21 28 21 36 52 25 36 22 31 24 30 25 110 21 48 23 21 46 61
leaf_count=48 28 2033 25 22 84 20 34 21 21 84 20 21 28 21 36 52 25 36 22 31 24 30 25 110 21 48 23 21 46 61
internal_value=0 0.00712255 0.00568017 0.00594969 0.00276501 0.00186045 0.00703139 0.00753504 0.00489288 0.00449033 0.00794943 0.00372569 0.00311117 0.00398118 0.00659322 0.00749642 0.00579612 0.00448921 0.003205 0.00518262 0.011102 0.00684908 0.00740397 0.00863086 0.00500354 0.00135585 0.000343123 0.00142209 0.00344972 0.000310977
internal_weight=0 2769 570 545 352 247 313 279 105 232 42 190 169 141 57 2199 166 114 89 53 45 234 204 135 69 227 153 130 74 109
internal_count=3121 2769 570 545 352 247 313 279 105 232 42 190 169 141 57 2199 166 114 89 53 45 234 204 135 69 227 153 130 74 109
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 159 14 2 2 4 1 1 3 132 0 14 15 1 0 131 16 3 16 160 3 52 159
split_gain=30.9926 4.96465 3.13544 2.16717 1.77411 1.48072 1.4751 1.23994 0.908132 0.848986 0.675644 0.610133 0.875083 0.594952 0.437632 0.435084 0.317166 0.290209 0.260074 0.258503 0.274868 0.238794 0.234901 0.234383 0.225785 0.235144 0.393648 0.220527 0.219823 0.187758
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.089775000000000008 0.14753000000000002 0.40945500000000007 0.077845000000000011 0.091195000000000012 -0.014944999999999998 0.08764000000000001 -0.22491999999999998 0.096015000000000017 -0.41942499999999994 0.14262000000000002 0.18019500000000002 0.091440000000000007 0.11346000000000002 0.090900000000000009 0.0057500000000000008 -0.012164999999999999 0.0068900000000000012 -0.56176499999999996 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 6 7 15 9 -4 10 14 12 27 -5 24 -3 19 -12 -11 -13 -21 28 -2 -7 25 -1 -27 -10 -19 -30
right_child=1 2 8 13 -6 23 -8 -9 11 18 17 16 -14 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0011178341346688458 0.0011149571952866573 0.00073177170373645484 0.00070352250173530602 0.00099753676509322904 0.00053026826218218013 0.00058865241318671407 0.0010227942633757928 0.00061929241877377913 0.00045128888575071322 0.0013276187027048659 0.00082096222381130993 0.00029752341226912011 0.0002893653180516289 0.00065865116236235447 0.0010078361395367964 0.00036378575473272498 0.00040193875907223764 0.0011622766744597023 0.0010866740951314569 0.00021068372391512134 -9.0925352855797628e-05 0.00081219627795850533 0.00086619975227935644 0.00086364153500334258 0.00095300543332737977 0.00077856980980722627 0.001083202456758767 0.00070974721396768021 0.0010081826431550872 0.0010922638429870599
leaf_weight=975 54 30 26 28 207 26 67 24 22 61 28 23 105 69 220 21 21 45 24 21 26 20 20 22 37 21 73 30 654 121
leaf_count=975 54 30 26 28 207 26 67 24 22 61 28 23 105 69 220 21 21 45 24 21 26 20 20 22 37 21 73 30 654 121
internal_value=0 0.000568584 0.000509391 0.00104369 0.000639647 0.00105554 0.000831524 0.00106265 0.00035489 0.00106731 0.00105987 0.000318339 0.000392383 0.000756474 0.00108771 0.000580248 0.000190594 0.00101734 0.00125959 0.000127191 4.38361e-05 0.00102388 0.00104773 0.000714689 0.00110359 0.0011088 0.00101515 0.000600399 0.00102905 0.00102131
internal_weight=0 673 599 2448 325 2351 118 2303 274 2279 2194 248 157 97 1326 51 91 868 85 70 47 840 74 48 1106 1069 94 52 820 775
internal_count=3121 673 599 2448 325 2351 118 2303 274 2279 2194 248 157 97 1326 51 91 868 85 70 47 840 74 48 1106 1069 94 52 820 775
is_linear=0
shrinkage=0.00196078


Tree=4939
num_leaves=31
num_cat=0
split_feature=1 1 4 44 12 4 0 3 49 0 16 12 1 3 48 43 124 147 10 4 0 1 12 50 160 159 481 1446 481 133
split_gain=0.603327 0.101128 0.0881147 0.0864638 0.103384 0.0880889 0.11702 0.134448 0.0778068 0.0797221 0.0787636 0.0669876 0.0591733 0.0634947 0.0583026 0.0567113 0.0561095 0.0561022 0.0538008 0.0509934 0.0516746 0.0844262 0.136323 0.0848133 0.0741314 0.0994002 0.0737588 0.113142 0.113034 0.0701368
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 0.081805000000000017 0.078300000000000008 -0.17966999999999997 -0.026509999999999995 0.11296500000000002 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.07415999999999999 0.085110000000000005 0.076840000000000006 0.14093000000000003 0.084740000000000024 -0.072314999999999977 0.08598500000000002 -1.0000000180025095e-35 0.053180000000000012 -0.085669999999999982 0.08592000000000001 0.087695000000000009 0.10803500000000001 -0.53327999999999987 -0.032739999999999991 -0.073474999999999985 0.085640000000000008 -0.085629999999999984 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 5 -1 7 12 -3 10 -10 -11 13 -7 15 18 -2 -14 -4 20 21 23 -23 29 25 -22 27 -26 -29 -6
right_child=1 8 14 -5 19 6 -8 -9 9 11 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 24 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0086535620410318689 0.0023917482179101734 -0.0028898940983532566 -0.00072562590671273379 0.012773373014903789 0.0097559181385244546 0.0070890408018603928 -0.00025568516381705802 -0.00035967564253951427 0.0021937973392398462 -0.0037673343386915 0.0087799237932388984 0.0030984817647064728 0.0060378840811049139 0.013198637907308611 -0.00154783131176373 0.0084863735559897926 0.0081574393499935002 0.00041228408459573988 0.0040954140937855136 0.006201705520564915 0.0072361645676816515 -0.0012131677347828043 0.0078593977056304696 0.0056830623677316394 0.016418308139090305 -0.0018651277177013982 0.00732628564864422 0.0023857095966204295 0.012167828799121911 0.0052246929096007675
leaf_weight=90 21 31 26 29 445 75 36 32 46 27 30 30 156 22 20 26 86 20 211 241 30 22 67 70 23 20 1104 21 27 37
leaf_count=90 21 31 26 29 445 75 36 32 46 27 30 30 156 22 20 26 86 20 211 241 30 22 67 70 23 20 1104 21 27 37
internal_value=0 0.00370521 0.00458134 0.00734398 0.00728195 0.00587079 0.00513633 0.00577277 0.00162172 0.0026733 0.00479358 -0.000153747 0.00649159 0.00847472 0.00365709 0.0040529 0.00702586 0.00539861 0.00356652 0.00757061 0.0077474 0.00847489 0.00561674 0.00893571 0.00736674 0.00359565 0.00752721 0.0106514 0.00788815 0.00940809
internal_weight=0 554 390 2567 2538 431 341 305 164 133 76 57 273 97 283 263 107 176 237 2107 1866 641 89 552 1225 50 1175 71 48 482
internal_count=3121 554 390 2567 2538 431 341 305 164 133 76 57 273 97 283 263 107 176 237 2107 1866 641 89 552 1225 50 1175 71 48 482
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 14 4 2 123 43 4 2 2 1 2 47 10 475 150 481 3 3 1 131 3 1 0 12 12
split_gain=27.2239 4.38794 2.73069 1.94037 1.53208 1.05396 0.888322 0.749454 0.739835 0.712345 0.65347 0.65126 0.614545 0.417224 0.558676 0.347575 0.283213 0.26352 0.261568 0.250238 0.224188 0.211172 0.26657 0.196003 0.184091 0.170214 0.249364 0.236083 0.165037 0.161819
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.099185000000000009 0.088725000000000012 -1.0000000180025095e-35 0.062655000000000016 0.40473500000000007 0.17025000000000004 0.08128500000000001 -1.0000000180025095e-35 0.42051500000000003 0.14960000000000004 0.089885000000000007 0.088975000000000012 0.14285500000000004 0.090100000000000013 -0.38124499999999995 -0.066784999999999983 1.0000000180025095e-35 -0.00058999999999999992 1.0000000180025095e-35 0.11658 0.091785000000000019 0.09031500000000002 0.10299500000000002 0.076935000000000017 -0.030209999999999997 0.096475000000000019 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 16 10 13 28 11 12 -1 15 18 23 20 -4 21 -10 -5 25 -15 -3 -23 -7 -2 26 27 29 -6 -20
right_child=1 2 8 9 7 6 -8 -9 17 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059902616984650254 0.0010703065428393998 0.00044415059158264998 0.00059289564767661879 0.0010513813105799028 0.0010461753938628845 0.0010571294658235999 0.0012431063986621711 0.00056432588008255378 0.00026013942471906249 0.00062595319209827311 0.00097320359429105209 0.00031092149086217862 0.0006196773719171773 0.001114798395657072 0.00074152485496189753 0.0003405807235991636 0.00070329182695506648 -2.3507984154218549e-05 0.00095371448467335607 0.00070801100423044914 0.00098216946837919 0.00069778498249056353 0.00048955406812537048 0.00098710972327418112 0.00086269794652859373 0.00074795838664559755 0.0010814807295814238 0.00076096873524176612 0.00085524329431323231 0.00080664242422446132
leaf_weight=34 52 101 76 59 28 1126 78 31 34 36 38 118 26 56 35 29 33 20 224 22 392 39 60 178 24 20 39 34 46 33
leaf_count=34 52 101 76 59 28 1126 78 31 34 36 38 118 26 56 35 29 33 20 224 22 392 39 60 178 24 20 39 34 46 33
internal_value=0 0.000560266 0.000505338 0.00100134 0.000623618 0.00102929 0.00103828 0.000820269 0.000361012 0.000891511 0.000796509 0.000410877 0.00091243 0.00102934 0.000980109 0.000523209 0.000534999 0.000155085 0.00093009 0.000910853 0.000998748 0.00050723 0.000571584 0.00104757 0.00100475 0.000923603 0.000934248 0.000914516 0.000927488 0.00093483
internal_weight=0 691 615 2430 338 1937 1865 105 277 493 72 223 457 1787 483 105 233 54 431 372 448 200 99 1304 76 350 330 291 74 257
internal_count=3121 691 615 2430 338 1937 1865 105 277 493 72 223 457 1787 483 105 233 54 431 372 448 200 99 1304 76 350 330 291 74 257
is_linear=0
shrinkage=0.00196078


Tree=4941
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 43 4 14 150 2 150 12 1 43 3 1 1 15 0 14 39 1 1 159 3 43 11
split_gain=42.969 5.21457 4.45624 3.27805 2.4163 1.83629 1.72387 1.24899 1.17268 1.12398 0.819113 0.63563 0.703006 0.614391 0.548493 0.518045 0.514615 0.502693 0.439583 0.424946 0.494598 0.411232 0.375636 0.397788 0.37357 0.381448 0.396507 0.371752 0.516732 0.346616
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.10124500000000002 0.13075500000000004 0.090285000000000018 0.14285500000000004 -0.041049999999999996 0.033845000000000007 0.076175000000000007 0.09487000000000001 0.10855000000000002 0.084680000000000019 0.13597000000000004 0.15964000000000003 -0.040344999999999992 0.13524500000000003 0.122715 0.087325000000000014 -1.0000000180025095e-35 -0.13027499999999997 -0.41076499999999994 0.088025000000000006 1.0000000180025095e-35 0.084525000000000003 0.085545000000000024 0.095270000000000007 -0.083134999999999987 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 8 22 10 13 19 14 21 12 24 16 29 -7 -5 -18 -2 20 -1 -4 -3 -24 -10 -26 -27 28 -6 -8
right_child=1 5 6 7 27 15 9 -9 11 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013555815333829207 0.0012672863245083421 0.00086132437899741213 0.0011652348894482518 0.00076541664137829487 0.00090530015674291872 0.00045562820045510376 0.001330556686421494 0.00047702787708783269 0.0012084825437572787 0.0011582454186577463 0.0016713101324726148 0.00095898339670954971 0.0010214755645929238 0.00068433127593441664 0.0010687307440162591 0.00016407143353579657 0.0012539131687270963 0.00089782194513566681 0.0009738111272903768 0.00088978818682737125 0.00094855928728390161 0.0014102612938336591 0.00072413180203145442 0.00043181307423932879 0.0015913587357817578 0.001288849437812797 0.0015547722477297109 0.0010119003554185232 0.00051021118666611464 0.0014781742926086288
leaf_weight=24 80 45 27 39 35 122 701 44 45 171 46 20 26 55 29 29 27 35 26 43 22 1068 63 25 35 84 29 39 20 67
leaf_count=24 80 45 27 39 35 122 701 44 45 171 46 20 26 55 29 29 27 35 26 43 22 1068 63 25 35 84 29 39 20 67
internal_value=0 0.000738949 0.00132655 0.000916536 0.00114262 0.000547605 0.00136335 0.000768791 0.00122205 0.00130249 0.00141499 0.00129359 0.00132415 0.000851083 0.00133344 0.000399634 0.000941888 0.00105289 0.0011953 0.00102992 0.00116092 0.00140422 0.000715603 0.000641087 0.00136493 0.0014125 0.0013571 0.000865466 0.000761631 0.00134343
internal_weight=0 590 2531 306 422 284 2109 200 328 968 1141 239 219 156 797 151 101 62 106 89 46 1095 133 88 193 148 113 94 55 768
internal_count=3121 590 2531 306 422 284 2109 200 328 968 1141 239 219 156 797 151 101 62 106 89 46 1095 133 88 193 148 113 94 55 768
is_linear=0
shrinkage=0.00196078


Tree=4942
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 2 2 11 4 47 16 151 0 1 13 13 4 2 4 3 0 12 10 13 16 43
split_gain=30.9838 3.74738 3.14704 2.85113 1.77889 1.36758 1.25835 1.13813 1.08168 0.62845 0.609874 0.534246 0.496873 0.460563 0.421382 0.479876 0.413712 0.364127 0.359029 0.311469 0.30839 0.307149 0.274011 0.298474 0.266705 0.223461 0.219012 0.211591 0.186163 0.249957
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.09141500000000001 -0.17966999999999997 0.13082500000000002 0.11389000000000002 0.13501500000000002 1.0000000180025095e-35 -0.0086549999999999978 0.077555000000000013 -0.0094449999999999968 -0.0071249999999999985 -0.13027499999999997 0.086105000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.024790000000000003 0.17025000000000004 -0.059649999999999988 0.090900000000000009 -0.088774999999999979 0.093965000000000007 -0.38851999999999992 -0.016469999999999995 -0.073404999999999984 -0.12152999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 25 11 -6 21 13 12 16 24 22 15 -9 -4 -13 -2 -17 -20 27 -1 -24 -8 -5 -23 -3 -26 -30
right_child=1 8 6 5 7 -7 10 14 -10 -11 -12 17 -14 -15 -16 19 -18 -19 20 -21 -22 26 23 -25 28 -27 -28 -29 29 -31
leaf_value=0.00094411806387323198 0.00032454506427703056 0.00011432694858419435 0.00067656404612695474 0.0010073412124530163 0.00096456222497031123 0.0003988989852186853 0.0010598693702945792 0.00047856190321941719 0.00052846270381013956 0.00054056958493373217 0.00062001297749530255 0.0011982622516572916 0.0008048872990052753 0.0011015929162183549 0.00035880595434395257 0.0005510501131631326 0.00096103894939859457 0.00092114464886947274 0.00068772677975653717 0.00084829244848984872 0.00041724668332966891 0.00010466027994449733 0.00084387099427784239 0.00059947975301275066 0.00094968141581485441 0.0007925196431758497 -0.00015677123508165439 0.00028898738510678429 0.00073125379300918898 0.00089219794613820864
leaf_weight=71 156 80 20 24 28 36 43 65 29 22 36 61 237 33 39 23 1139 26 21 33 71 28 83 25 187 83 22 40 42 318
leaf_count=71 156 80 20 24 28 36 43 65 29 22 36 61 237 33 39 23 1139 26 21 33 71 28 83 25 187 83 22 40 42 318
internal_value=0 0.000397498 0.000896466 0.000508981 0.000741899 0.00072948 0.000927394 0.00059987 0.000178455 0.000856008 0.000869844 0.000967254 0.000880719 0.000888742 0.000536048 0.000593176 0.00095613 0.00111545 0.000381838 0.000726211 0.000478987 0.000118748 0.000849501 0.000787299 0.00091118 0.000840704 -1.03696e-05 0.000172547 0.000899492 0.000873421
internal_weight=0 590 2531 391 422 143 2109 188 199 234 863 1246 827 212 160 121 1159 87 248 56 92 170 179 108 590 107 50 120 547 360
internal_count=3121 590 2531 391 422 143 2109 188 199 234 863 1246 827 212 160 121 1159 87 248 56 92 170 179 108 590 107 50 120 547 360
is_linear=0
shrinkage=0.00196078


Tree=4943
num_leaves=31
num_cat=0
split_feature=1 4 2 2 0 2 133 9 16 2 11 12 16 13 3 1 16 150 16 4 52 3 3 43 133 3 3 16 2 481
split_gain=0.915405 0.139868 0.112973 0.0961948 0.0865808 0.0855901 0.0867258 0.0772728 0.0747061 0.072309 0.0671079 0.0720043 0.0804068 0.0609813 0.0773128 0.0674836 0.0566863 0.0565655 0.0621499 0.0787758 0.0544042 0.144383 0.164429 0.080153 0.0762522 0.0560885 0.0685948 0.0575195 0.0500636 0.0847405
threshold=0.10920500000000001 0.27287000000000006 0.10045500000000002 -0.0091949999999999983 -0.13027499999999997 0.10981000000000002 0.085635000000000003 0.081890000000000004 -0.0064149999999999997 0.25063000000000007 1.0000000180025095e-35 0.09320500000000001 0.061255000000000011 0.10820000000000002 -0.12018999999999998 0.12337000000000002 -0.0092699999999999987 0.092390000000000014 -0.073849999999999985 -0.047864999999999991 -0.45478499999999994 -0.096099999999999977 -0.16726499999999997 -0.073959999999999984 0.09389500000000002 -0.075359999999999996 -0.06977499999999999 0.057265000000000003 0.089005000000000015 -0.00058999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 16 6 -2 -1 -9 13 28 12 -12 14 -3 -16 -4 18 -7 -20 -6 22 -22 24 -23 -25 -27 -28 -5 -30
right_child=1 9 4 10 20 17 -8 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 21 23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0018680977024908723 0.0091200137217281856 0.0084134646773557451 0.0065751513238064942 0.009762012929883367 0.010264515546454198 0.0089302952608999783 0.0029897356775171798 0.0047083732600395499 0.012532310663094827 -0.0022742529011641941 0.011604915570821434 0.007140603721200023 0.019065895169042054 -0.00092766112980565861 0.0059381471608855561 0.0019134573927185846 0.001231641517262216 0.0013601815614979283 0.0069530403605313042 -0.00053880403656512499 0.0079549024778383763 0.012675150437936399 -0.0036915422849812204 0.011814311201669626 0.0071713704377030715 0.0021353395368870617 0.0088042154543788408 0.0039772609276979261 0.012263196465711848 0.0082333004711650712
leaf_weight=29 113 34 75 1258 115 37 29 26 23 24 52 22 20 28 62 127 27 43 32 25 27 71 22 24 39 28 98 33 58 520
leaf_count=29 113 34 75 1258 115 37 29 26 23 24 52 22 20 28 62 127 27 43 32 25 27 71 22 24 39 28 98 33 58 520
internal_value=0 0.00457017 0.00905231 0.00940234 0.00779498 0.00614767 0.00786806 0.00595943 0.00838083 0.00296973 0.00954148 0.0121475 0.0136774 0.00347115 0.00402346 0.00323373 0.00516069 0.0043645 0.00573881 0.00366714 0.00838294 0.00775024 0.00272589 0.00859049 0.0107238 0.00730817 0.006628 0.00758827 0.00940806 0.00863768
internal_weight=0 554 2567 2008 559 279 142 78 49 275 1930 94 72 251 223 189 102 137 94 57 457 342 49 293 110 183 159 131 1836 578
internal_count=3121 554 2567 2008 559 279 142 78 49 275 1930 94 72 251 223 189 102 137 94 57 457 342 49 293 110 183 159 131 1836 578
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 1 2 0 2 2 34 150 2 1 0 4 1 42 475 4 4 16 16 3 1447 13 1
split_gain=23.9865 2.79018 2.29582 1.79999 1.69556 0.933488 0.785487 0.734523 0.731059 0.635892 0.638341 0.524549 0.486279 0.41233 0.372703 0.327409 0.390715 0.321767 0.314265 0.310847 0.25588 0.253959 0.237242 0.203898 0.286919 0.630622 0.22966 0.203793 0.201027 0.185928
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.076975000000000002 0.40124500000000002 0.09253500000000002 0.14122000000000004 -0.13027499999999997 0.14960000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089775000000000008 0.088975000000000012 -0.080119999999999983 0.27834500000000006 0.14089500000000002 0.086555000000000007 -0.066784999999999983 -0.0070899999999999991 -0.46376499999999993 0.013515000000000001 0.10246000000000001 0.086245000000000016 -0.082869999999999985 -1.0000000180025095e-35 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 11 12 22 -4 10 14 13 17 -3 -6 20 27 -1 -15 -7 23 -12 -5 -14 26 -26 -25 -17 -20 -13
right_child=1 5 8 7 9 19 -8 -9 -10 -11 21 29 15 18 -16 16 -18 -19 28 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00090930087528392383 0.00051318635933937358 0.0002208762516293975 0.00090727791455472281 0.0010084930118189242 0.00082383512476690457 0.00075702187358337456 0.0011789784797655992 0.00055112398322104922 0.00056206842901971102 0.00061910675009262735 0.0010110072078314343 0.00024353787615333979 0.0011806557784561349 0.00058553371953161295 0.00049967324587644308 0.0011035641417929938 0.00074321230647421161 0.00059226212749148111 0.00030842577192149377 0.00043450298367579487 0.00095842153461834557 0.00087916799625061264 0.00080824815369898975 0.0010263850382410439 0.00059714788972747097 0.001049731109616239 0.00084853009286162172 0.00094140861040014235 0.00052559646251408956 2.7712264744326625e-05
leaf_weight=32 181 45 34 46 30 27 75 29 77 41 68 57 28 39 25 32 37 20 57 20 453 323 45 745 20 29 29 433 23 21
leaf_count=32 181 45 34 46 30 27 75 29 77 41 68 57 28 39 25 32 37 20 57 20 453 323 45 745 20 29 29 433 23 21
internal_value=0 0.000504523 0.000943547 0.000636648 0.000956195 0.000366912 0.000982246 0.00082287 0.000667808 0.000852793 0.000874275 0.000317801 0.000974305 0.000380758 0.000676489 0.000979687 0.000937137 0.000787363 0.000441217 0.00061978 0.000996068 0.000902097 0.000909471 0.00101611 0.00101051 0.000865003 0.00101972 0.000952568 0.000370862 0.000185431
internal_weight=0 590 2531 301 2420 289 1933 120 111 487 446 242 1858 164 55 1806 502 52 119 47 1304 391 91 851 823 49 774 465 80 78
internal_count=3121 590 2531 301 2420 289 1933 120 111 487 446 242 1858 164 55 1806 502 52 119 47 1304 391 91 851 823 49 774 465 80 78
is_linear=0
shrinkage=0.00196078


Tree=4945
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 159 4 2 4 1 2 2 150 47 2 52 4 0 14 481 1 3 52 3 3 475
split_gain=32.1897 5.06318 3.05985 2.60539 1.70218 1.64326 1.01562 0.883073 0.830298 0.803386 0.737639 0.639778 0.823792 0.539065 0.749622 0.388204 0.370869 0.316277 0.29954 0.265858 0.213051 0.188907 0.198654 0.186864 0.170846 0.157361 0.150847 0.149444 0.130824 0.1283
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.14122000000000004 0.09253500000000002 -1.0000000180025095e-35 0.40473500000000007 0.14753000000000002 0.40945500000000007 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 0.090100000000000013 0.089005000000000015 -0.56176499999999996 -0.036839999999999991 -0.15350499999999997 -0.46166999999999997 -0.00058999999999999992 0.16175000000000003 0.0068900000000000012 0.40674500000000008 -0.017889999999999996 -0.085709999999999995 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 6 13 16 -5 -4 -6 12 25 18 15 -15 19 21 26 -7 -2 -3 -23 28 -13 -11 29 -14 -20 -1
right_child=1 2 9 8 10 7 -8 -9 -10 11 -12 24 27 14 -16 -17 -18 -19 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084110956566006527 0.00097060680330968369 0.00047936596714490706 0.00052934847449038179 0.00083005889592801824 0.00080246896917929929 0.0010130582820801507 0.0011592095296818405 0.00053316353593557892 0.00044984930956378519 0.00031875090535776605 0.00044390527167992083 8.4220809266145853e-05 0.00025219358257568632 0.00063646159207056147 0.00051321657969976024 0.00090190676488756329 0.0006237761581353112 0.00056642356931286696 0.0011361915749662063 0.00083428739610098422 0.00074585852840172696 0.00048456638174898482 0.00029334835393512608 0.00089078405029759903 -0.00011421343753257113 0.00053707817444589986 0.00080660402215858447 9.2847621695327218e-05 0.00094351445496026652 0.00097140469402264744
leaf_weight=30 50 38 26 34 71 35 76 41 63 22 32 69 33 23 23 268 30 32 20 371 24 25 127 446 22 30 23 72 42 923
leaf_count=30 50 38 26 34 71 35 76 41 63 22 32 69 33 23 23 268 30 32 20 371 24 25 127 446 22 30 23 72 42 923
internal_value=0 0.000413842 0.000354065 0.000898039 0.000482742 0.000911032 0.000937186 0.000808282 0.000583119 0.000201438 0.000691071 0.00016706 0.000242881 0.000927801 0.000853992 0.000880927 0.000834154 0.000386085 0.000943418 0.000849699 0.000897715 0.000355712 0.000324799 0.000904805 3.62477e-05 0.000444709 0.000963516 0.000142928 0.00100567 0.000967303
internal_weight=0 673 599 2448 325 2351 1874 477 97 274 103 248 157 1798 314 291 436 222 1484 406 74 190 152 508 91 52 976 105 62 953
internal_count=3121 673 599 2448 325 2351 1874 477 97 274 103 248 157 1798 314 291 436 222 1484 406 74 190 152 508 91 52 976 105 62 953
is_linear=0
shrinkage=0.00196078


Tree=4946
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 376 2 2 14 15 51 0 2 15 11 1209 43 1375 3 133 15 52 14 16 15 2 4 0 12 4
split_gain=1.02213 0.150101 0.124012 0.123941 0.107359 0.102535 0.116825 0.0951614 0.0819749 0.0719272 0.0977109 0.0676186 0.0795278 0.0671067 0.109676 0.0729673 0.0752589 0.0753343 0.0721897 0.0655576 0.0755335 0.0632157 0.060166 0.060086 0.0694926 0.0598447 0.118121 0.160224 0.111923 0.0590556
threshold=0.10920500000000001 0.31299000000000005 0.094385000000000011 0.41257000000000005 -0.17966999999999997 0.083785000000000012 0.10981000000000002 0.14122000000000004 0.062655000000000016 0.093115000000000017 0.10614000000000001 -0.066089999999999996 0.10276500000000001 0.040760000000000005 0.079300000000000009 0.086895000000000014 -0.081779999999999978 -0.068444999999999992 -0.12711499999999995 1.0000000180025095e-35 -0.081924999999999984 0.0031350000000000002 -0.47071999999999997 -0.15012499999999998 0.084050000000000014 0.089605000000000018 -0.0086549999999999978 -0.079829999999999998 0.087830000000000005 0.41257000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 -4 6 -2 8 13 10 11 12 -6 14 15 16 19 -18 -15 20 -1 -3 -5 -20 -25 26 27 28 -19 -14
right_child=1 21 4 22 9 -7 -8 -9 -10 -11 -12 -13 29 18 -16 -17 17 25 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.011947077761093777 0.0096854604876333086 -0.0001455900552622103 0.010930411789436328 0.0087894076248630892 0.0081829323225816632 0.0014063018117228458 0.0050644685767627763 0.004978382871372671 0.012903977094018566 0.0095666318345669805 0.01270095944404602 0.0012315895690610916 0.0021340344820106236 0.016133452978517329 0.0037596217582985345 0.00459018666175149 0.0040709317472646944 -0.0016687673717652532 0.0052659201396939659 0.011274749839545361 0.0066870434147019223 0.0048838384889972374 0.0029854642286196824 0.013250146162696184 0.010070835592098197 0.0082214386864887835 0.011881487000313017 0.013209932097406299 0.0080225237645208843 0.0080473368056118485
leaf_weight=42 129 77 86 20 92 29 95 41 84 77 20 33 57 21 36 31 32 22 24 315 78 37 167 75 825 344 155 27 26 24
leaf_count=42 129 77 86 20 92 29 95 41 84 77 20 33 57 21 36 31 32 22 24 315 78 37 167 75 825 344 155 27 26 24
internal_value=0 0.00472055 0.00945677 0.00555839 0.00781212 0.00700131 0.00772566 0.00975051 0.00984206 0.00692706 0.00602773 0.00537985 0.00617113 0.00971678 0.00918878 0.00937111 0.00951348 0.0087931 0.0103359 0.010517 0.00852806 0.00148677 0.00360621 0.0102041 0.0103358 0.00905635 0.0103051 0.00704721 0.00358068 0.00388612
internal_weight=0 554 2567 440 389 253 224 2178 2137 303 226 206 173 2053 1108 1072 1041 606 945 435 120 114 187 924 900 574 230 75 48 81
internal_count=3121 554 2567 440 389 253 224 2178 2137 303 226 206 173 2053 1108 1072 1041 606 945 435 120 114 187 924 900 574 230 75 48 81
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=31
num_cat=0
split_feature=1 1 9 44 1 0 16 12 151 49 0 16 15 12 2 11 1443 0 16 2 12 1429 159 475 42 151 43 159 43 133
split_gain=0.827923 0.127263 0.105549 0.106223 0.110704 0.198449 0.0944154 0.0919785 0.0710832 0.0696354 0.0757676 0.0757253 0.0707118 0.0681877 0.066143 0.0871906 0.0929152 0.0864267 0.0632211 0.103625 0.059711 0.0592672 0.214745 0.0806968 0.0973531 0.0966322 0.0564144 0.0682117 0.05577 0.0980485
threshold=0.10920500000000001 0.13707500000000003 -1.0000000180025095e-35 0.081805000000000017 0.089625000000000024 -0.10151999999999999 0.13751500000000003 0.11734000000000001 -0.083804999999999977 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.43375999999999998 0.10589000000000003 0.097070000000000004 0.080455000000000013 0.089780000000000013 -0.026509999999999995 0.023255000000000001 0.10855000000000002 0.089410000000000003 0.084770000000000012 0.076905000000000015 -0.085719999999999977 0.083795000000000022 -0.15599999999999997 -0.081944999999999976 -1.0000000180025095e-35 -0.078139999999999973 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 14 -6 7 13 -7 -3 11 -11 -12 20 15 16 21 28 -19 -20 -2 23 26 24 -4 -25 -23 -28 29 -16
right_child=1 9 3 -5 5 8 -8 -9 -10 10 12 -13 -14 -15 17 -17 -18 18 19 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0026143158335859579 0.0038729722342180787 -0.0023568976708056946 0.016357971208968335 0.014706033044162074 0.0042037329718309265 0.0040471915210432861 0.0083683503916420574 0.010277931012213231 0.0088223759313113999 0.002423942299893774 0.0049406749549962123 0.0088817887702801589 -0.0024395149125642068 -0.0013958462154154074 0.01276837616217142 0.013854753523945619 0.0022946014418266714 6.3493925457199424e-05 0.010332529940417098 0.0015801318106241525 0.0086802016445917309 0.011719889375352779 -0.0024576360639184717 0.0031234223529911388 0.0086625567487170624 0.0092831128914120636 0.010570848500356078 0.0023118087183684115 0.0075207211289428713 0.0073379114090295688
leaf_weight=30 237 31 35 28 153 34 77 25 375 46 20 30 37 22 67 39 20 21 31 24 29 41 20 26 31 1246 20 20 240 66
leaf_count=30 237 31 35 28 153 34 77 25 375 46 20 30 37 22 67 39 20 21 31 24 29 41 20 26 31 1246 20 20 240 66
internal_value=0 0.00424849 0.00851109 0.00858082 0.00851246 0.0072761 0.00523134 0.00445962 0.00842542 0.00191124 0.00290606 0.00497309 0.000150025 0.00395455 0.00886934 0.00918844 0.0090637 0.00780472 0.00473112 0.0065133 0.00439707 0.00915778 0.00682194 0.00933411 0.0127435 0.00915721 0.00911319 0.00644133 0.00843098 0.0100736
internal_weight=0 554 2567 2537 2509 562 390 313 409 164 133 76 57 288 1947 1498 1459 449 76 55 266 1439 101 1338 66 1272 81 40 373 133
internal_count=3121 554 2567 2537 2509 562 390 313 409 164 133 76 57 288 1947 1498 1459 449 76 55 266 1439 101 1338 66 1272 81 40 373 133
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=31
num_cat=0
split_feature=1 1 2 12 2 0 47 4 14 2 1 2 4 0 47 1 150 52 12 13 16 4 47 475 3 399 13 42 43 2
split_gain=24.776 3.03871 2.85148 1.77666 1.4475 1.24418 1.02382 0.971965 0.808348 0.690926 0.575911 0.548576 0.555891 0.505219 0.656075 0.724897 0.450903 0.406834 0.343193 0.312993 0.306651 0.295943 0.260381 0.251073 0.493966 0.247092 0.231253 0.274051 0.210884 0.543974
threshold=0.10752500000000002 0.12408500000000001 0.099515000000000006 0.085055000000000006 -1.0000000180025095e-35 -0.13027499999999997 0.12958500000000003 0.40124500000000002 0.062655000000000016 0.14122000000000004 0.094090000000000021 0.14960000000000004 0.27834500000000006 -0.11173999999999999 0.078875000000000015 0.083135000000000014 1.0000000180025095e-35 -0.56176499999999996 0.09141500000000001 -0.13710499999999998 -0.040964999999999994 -0.52556499999999995 0.091680000000000011 -0.07550999999999998 -0.10831999999999999 0.091580000000000009 -0.47860499999999995 0.094525000000000012 -0.079914999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 16 11 22 13 17 -1 12 -3 14 15 -6 -4 -7 21 -19 -8 -15 -5 -21 -25 -20 -13 -28 -2 -30
right_child=1 6 5 7 8 9 20 -9 -10 -11 -12 26 -14 18 -16 -17 -18 19 25 23 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00090176179427261898 0.00039934322987796782 0.0005461469960366419 0.00073687124588782437 0.001029771968485817 0.0009689254897493713 0.0010711299857642555 0.00045339212628225944 0.00050426611734744335 0.0011816295198141 0.00061070986722102933 0.00057556754085715651 0.00033389679596173357 0.00029203424263645264 0.0012361491260742272 0.0011378593196363317 0.00065096825580386554 0.00046040806384239902 0.00064880738012930927 0.00093441737757776516 0.0010126880168395364 0.00077022580563827271 0.0010012742031851652 0.00081937855878034648 0.00066084518531363712 0.00088706161919435429 0.0011383155987786701 -3.105453275649327e-05 0.00024398336596390146 0.00079255972151495832 0.00048465924707559525
leaf_weight=38 49 46 48 42 51 39 23 29 78 40 46 22 118 21 27 60 43 25 477 45 24 1155 49 43 271 24 30 26 28 104
leaf_count=38 49 46 48 42 51 39 23 29 78 40 46 22 118 21 27 60 43 25 477 45 24 1155 49 43 271 24 30 26 28 104
internal_value=0 0.000493969 0.00094016 0.000631853 0.000974999 0.000815832 0.00035036 0.000816864 0.000986175 0.000857027 0.000723132 0.000298928 0.00036331 0.000977776 0.000863735 0.000797057 0.000606235 0.00088032 0.00098716 0.000860941 0.00061518 0.00100547 0.000916483 0.000875713 0.000856083 0.000944185 0.00016356 9.66416e-05 0.000509194 0.000549971
internal_weight=0 590 2531 301 1977 554 289 120 1893 463 84 242 164 1815 138 111 91 423 1677 384 47 1176 91 359 314 501 78 56 181 132
internal_count=3121 590 2531 301 1977 554 289 120 1893 463 84 242 164 1815 138 111 91 423 1677 384 47 1176 91 359 314 501 78 56 181 132
is_linear=0
shrinkage=0.00196078


Tree=4949
num_leaves=31
num_cat=0
split_feature=1 4 15 46 12 3 2 13 1 1210 41 157 43 49 2 133 13 1211 479 1447 481 133 1454 52 1204 0 2 43 13 3
split_gain=0.792293 0.125117 0.0981538 0.0971099 0.117873 0.10601 0.0831461 0.0819704 0.103163 0.0802588 0.0949719 0.0751642 0.0696541 0.0696398 0.0689227 0.0640731 0.0972334 0.0817318 0.0674799 0.0741035 0.125821 0.0672426 0.130172 0.0711119 0.0638926 0.0682825 0.0632047 0.0669765 0.0911638 0.0953942
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.084955000000000017 0.082095000000000015 0.11924500000000002 0.14285500000000004 0.043850000000000007 0.10254500000000001 -0.0084249999999999985 0.077565000000000009 -0.0091799999999999989 -0.095049999999999982 -0.063424999999999981 0.25063000000000007 -0.0061299999999999992 0.054800000000000008 0.11789500000000001 0.10713500000000002 -0.085684999999999997 -0.086484999999999992 -0.015929999999999996 1.0000000180025095e-35 0.086965000000000015 -0.077669999999999989 -0.082974999999999979 0.14122000000000004 -0.14792499999999997 0.065590000000000009 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 7 13 8 -1 -6 -11 -4 -9 -2 -3 16 17 21 19 -17 -21 24 23 -23 25 -13 27 -22 29 -29
right_child=1 14 11 -5 9 -7 -8 12 -10 10 -12 15 -14 -15 -16 18 -18 -19 -20 20 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0081830657804019599 0.00365064741686977 0.0031585431354634271 0.014358981412190658 0.014244651640562909 0.0034971288600525656 -6.2704939395189296e-05 0.0019802360077737832 0.0058658288073326868 0.0036925313908795945 0.0086201614684495789 0.0029944545319003446 0.0099866757915482267 -0.0014190737291106157 0.0075556574955285274 -0.002450709277763963 0.013348575819283724 0.002928944800514728 0.016145881114616283 0.013325086563825609 0.00084952501580119136 0.01075988351818054 0.011647314868589984 0.0053152871783822778 0.01794426050679437 0.0096689791751200481 0.0025419391425592561 0.0028564630330286246 0.013873028662055732 0.0013732828554652986 0.007719854384927673
leaf_weight=255 63 251 26 23 34 25 50 35 64 938 31 22 21 166 24 25 20 21 25 25 93 47 22 29 311 28 22 27 21 377
leaf_count=255 63 251 26 23 34 25 50 35 64 938 31 22 21 166 24 25 20 21 25 25 93 47 22 29 311 28 22 27 21 377
internal_value=0 0.00418271 0.00835257 0.00779944 0.00769379 0.00624235 0.0056747 0.00666269 0.00728214 0.00827262 0.00844019 0.00904386 0.00313399 0.00648135 0.00266901 0.00891992 0.00976064 0.0100453 0.0082364 0.00802078 0.00778504 0.00976618 0.0120892 0.0140501 0.00913555 0.00581762 0.00810612 0.00832908 0.00779717 0.00813108
internal_weight=0 554 2567 1426 1403 400 279 375 319 1003 969 1141 56 229 275 1115 500 480 615 590 565 459 98 76 361 50 540 518 425 404
internal_count=3121 554 2567 1426 1403 400 279 375 319 1003 969 1141 56 229 275 1115 500 480 615 590 565 459 98 76 361 50 540 518 425 404
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=31
num_cat=0
split_feature=1 2 97 11 2 40 13 48 11 123 47 149 52 376 1424 400 401 15 4 16 3 0 151 160 401 401 403 42 2 42
split_gain=0.655373 0.161271 0.107462 0.0960695 0.0946723 0.0927244 0.116768 0.0941554 0.0897729 0.0801291 0.0782327 0.0825381 0.0626231 0.0568891 0.0560583 0.055996 0.0574633 0.0568157 0.052155 0.0862592 0.0859649 0.0774265 0.0643985 0.0515706 0.0509153 0.0687211 0.0592131 0.0587624 0.0571753 0.0670476
threshold=0.11866500000000001 0.10045500000000002 -0.083924999999999986 0.080455000000000013 -0.090999999999999984 0.051255000000000002 -0.23438999999999996 0.13400000000000004 0.085155000000000022 0.084025000000000016 0.085505000000000012 0.081720000000000015 -1.0000000180025095e-35 0.081970000000000015 1.0000000180025095e-35 -0.065974999999999992 1.0000000180025095e-35 0.10549000000000001 -0.068329999999999988 0.057265000000000003 -0.11171999999999999 -0.047369999999999995 -0.098364999999999994 -0.22361499999999998 0.086285000000000014 0.094270000000000007 -0.0031149999999999997 0.086375000000000021 0.087815000000000018 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -3 9 -5 15 11 -2 -10 -12 24 -8 18 -18 19 -17 -20 22 -22 -24 -6 26 -26 -27 29 -29
right_child=10 5 3 8 14 -7 7 -9 12 -11 13 -13 -14 -15 -16 16 17 -19 20 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=0.0021415153659428612 0.0012722257807305174 0.0013155070826825169 0.0026857394608668984 0.015932474572660536 0.0076384757030903555 -0.00067905672360211609 0.0020171441417187455 1.2381157527367273e-05 0.012506461443845183 0.0032954172640466857 0.0062024431219598391 0.0079733508476056165 0.0045929887285456068 0.00027476316317915918 0.013128010097425431 0.015171150027096951 0.00067267728930649662 0.007795057317153329 0.0023288917048964377 0.008273077063099708 0.012652893520426006 0.013208297291851563 0.010236612557609742 0.00621535641460811 0.0089033032394945626 0.0061915048576124459 0.016343155009267123 0.016595035618437188 0.0067461305153395604 0.0089979992736166775
leaf_weight=33 227 45 36 28 1746 20 20 21 20 58 85 20 20 20 20 22 24 21 34 103 20 23 37 231 20 68 23 21 29 26
leaf_count=33 227 45 36 28 1746 20 20 21 20 58 85 20 20 20 20 22 24 21 34 103 20 23 37 231 20 68 23 21 29 26
internal_value=0 0.00736781 0.0078028 0.00789362 0.00776726 0.00602889 0.00623247 0.00659284 0.0115897 0.00682587 0.00278683 0.00181483 0.00854973 0.00507336 0.00786093 0.00720861 0.00741022 0.00399645 0.00773708 0.00948714 0.00710299 0.00762492 0.00717903 0.00677053 0.00780644 0.00937467 0.0128828 0.00832711 0.0102379 0.0123924
internal_weight=0 2769 2090 2057 1989 679 659 614 68 593 352 247 40 105 1953 535 515 45 470 125 345 311 288 268 1933 187 43 144 76 47
internal_count=3121 2769 2090 2057 1989 679 659 614 68 593 352 247 40 105 1953 535 515 45 470 125 345 311 288 268 1933 187 43 144 76 47
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=31
num_cat=0
split_feature=1 2 106 16 52 130 2 11 2 16 11 3 12 15 16 4 34 2 43 52 150 3 16 1 160 42 1429 158 51 3
split_gain=0.530852 0.130629 0.0913819 0.0812329 0.144348 0.100021 0.0827608 0.0738063 0.0780589 0.0723925 0.0708755 0.070469 0.0847223 0.0637487 0.0761373 0.0632671 0.0583167 0.0907807 0.0543201 0.0507247 0.049176 0.062855 0.101197 0.0554363 0.0471185 0.048533 0.0467276 0.0452815 0.0518479 0.114445
threshold=0.11866500000000001 0.10045500000000002 0.085655000000000009 0.40020000000000006 0.039215000000000007 -1.0000000180025095e-35 0.10252500000000002 0.080455000000000013 -0.090999999999999984 0.0028900000000000006 0.085155000000000022 0.31299000000000005 -0.42850999999999995 -0.07490999999999999 0.51222500000000004 -0.04890499999999999 -0.038779999999999995 0.116525 0.12450000000000001 -1.0000000180025095e-35 0.094365000000000018 -0.11255999999999998 -0.046599999999999996 0.13686500000000004 -0.26568499999999995 0.090395000000000017 -0.087914999999999979 0.080150000000000013 -0.090529999999999985 -0.088494999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 -7 8 -1 24 -9 15 -13 -5 -15 -2 -17 -18 -8 -12 21 -19 23 -23 -6 -26 -10 28 29 -28
right_child=11 3 -4 13 9 6 18 10 26 -11 19 12 -14 14 -16 16 17 20 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0023116660375879813 0.0078348689612799463 -0.0028983361507846934 0.0015431601709375779 0.012178758031729124 0.01148125228562182 0.0098489065273580229 0.0030378161717710072 0.014325671720628938 0.010375784707832195 0.0034336135991745523 0.011255815210170113 0.0040626465890775711 -0.0022446422264788693 0.0022769243833229698 0.0076958014750616258 -0.0013920987249705298 0.005921728734461968 0.005559218124974342 0.0082259935834868396 0.0041336898680310692 0.0060307952797129041 0.0055134069038710251 -0.0055547210008457856 -0.0010919244511535876 0.0084752231036332032 0.0040452319695355584 -0.002095812656916678 0.0083895306243738609 0.0069808749174446478 0.0062347157184589417
leaf_weight=35 28 23 30 23 31 22 244 27 42 45 20 34 57 33 121 29 84 21 22 20 21 24 27 27 79 36 20 210 1592 94
leaf_count=35 28 23 30 23 31 22 244 27 42 45 20 34 57 33 121 29 84 21 22 20 21 24 27 27 79 36 20 210 1592 94
internal_value=0 0.00663103 0.00702252 0.00542601 0.00477653 0.00344763 0.00395443 0.00710232 0.00699257 0.00694033 0.0103669 0.00250815 0.000111927 0.00726803 0.00653461 0.00334361 0.00280389 0.00340038 0.00346691 0.00769475 0.00163544 0.00070309 -0.000604329 0.00201647 0.00802116 0.00708844 0.00707624 0.00700392 0.00683335 0.00477322
internal_weight=0 2769 2090 679 502 311 288 2060 1993 191 67 352 91 177 154 261 233 204 266 40 120 99 78 51 146 115 1958 1916 1706 114
internal_count=3121 2769 2090 679 502 311 288 2060 1993 191 67 352 91 177 154 261 233 204 266 40 120 99 78 51 146 115 1958 1916 1706 114
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=31
num_cat=0
split_feature=1 2 106 2 13 13 150 150 12 12 15 14 147 4 1429 3 12 11 41 51 51 1456 52 15 3 1 52 12 2 150
split_gain=0.42999 0.10581 0.0740194 0.0718342 0.0750487 0.0747372 0.0746043 0.0757465 0.070953 0.0699073 0.0682232 0.0622857 0.0641754 0.113316 0.0704637 0.0581859 0.0635298 0.0566671 0.0969064 0.0571753 0.0663731 0.0600263 0.0771069 0.130003 0.0562149 0.0553819 0.071347 0.0595992 0.0540849 0.0527626
threshold=0.11866500000000001 0.10045500000000002 0.085655000000000009 0.15361500000000003 -0.089109999999999981 -0.078704999999999983 1.0000000180025095e-35 0.087675000000000017 -0.092484999999999984 0.090695000000000012 -0.040804999999999994 -1.0000000180025095e-35 0.089365000000000014 -0.0043399999999999992 -0.092414999999999983 0.30112000000000005 -0.42850999999999995 0.080455000000000013 0.081560000000000007 0.081440000000000026 0.0053700000000000006 -0.077604999999999993 0.024145000000000003 -0.071579999999999991 0.12745000000000004 0.083135000000000014 -0.080979999999999983 0.087625000000000022 0.09358000000000001 0.102565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 10 8 -8 -7 -10 -6 -1 14 -14 -13 24 -17 19 -19 20 -16 -21 25 -24 29 27 -27 -23 -29 -2
right_child=15 3 -4 -5 5 6 7 -9 9 -11 -12 12 13 -15 17 16 -18 18 -20 21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.011456672467951042 0.0019321375160695521 0.0027067720460102218 0.0013888440898153932 -0.0002712623914703727 0.0057309358284391206 -0.0001332704070955515 -0.0028787646575697831 0.0043219495011726393 0.0077511250175056907 0.0049864953474229087 0.012785361570198661 0.011799635887534049 0.0074164634676311507 -0.0029837781796231868 0.0063969154955429708 0.0036563818726469488 -0.0017073231295124437 0.012686017379164697 0.0039601500431308521 0.0094039672717022224 0.011926294888623736 0.010834994739187616 0.0043370193156685366 -0.0052590864106605295 0.0065983798020935961 -0.0012762017446853544 0.0060746899246418434 0.0037352798644591264 0.0096174391425765046 0.0073228325974196195
leaf_weight=24 197 110 30 26 29 20 21 48 142 257 26 24 22 20 1641 34 63 35 20 26 22 28 48 20 38 23 31 54 22 20
leaf_count=24 197 110 30 26 29 20 21 48 142 257 26 24 22 20 1641 34 63 35 20 26 22 28 48 20 38 23 31 54 22 20
internal_value=0 0.00596793 0.00632027 0.0048834 0.00508864 0.00557116 0.0051773 0.00213043 0.00567905 0.0059704 0.00906576 0.00639209 0.00633239 0.00246397 0.00641387 0.00225733 0.000172738 0.00634825 0.00951297 0.00625736 0.00647006 0.00485369 0.00433021 0.00151464 0.0030503 0.00554197 0.00294375 0.00689104 0.00543801 0.00242898
internal_weight=0 2769 2090 679 653 543 488 69 419 399 55 2060 2036 42 1994 352 97 1970 55 1915 1663 252 226 68 255 158 54 104 76 217
internal_count=3121 2769 2090 679 653 543 488 69 419 399 55 2060 2036 42 1994 352 97 1970 55 1915 1663 252 226 68 255 158 54 104 76 217
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=31
num_cat=0
split_feature=1 4 12 3 4 1 1 2 2 2 13 52 14 457 12 1 2 52 4 1 39 160 15 12 43 3 0 47 0 160
split_gain=21.5531 2.56906 2.16316 1.78959 1.37421 1.12876 0.873032 0.854214 0.797266 0.583259 0.431504 0.365437 0.364408 0.359175 0.41085 0.265524 0.259782 0.258125 0.249494 0.226829 0.193865 0.186036 0.182658 0.176117 0.167818 0.177353 0.225044 0.166626 0.164951 0.161179
threshold=0.10752500000000002 0.27287000000000006 -0.010834999999999999 -0.063814999999999997 0.36766000000000004 0.09253500000000002 0.13075500000000004 0.089885000000000007 0.14285500000000004 0.13754500000000003 -0.00096999999999999983 -0.56176499999999996 0.062655000000000016 0.080930000000000016 0.08815000000000002 0.15964000000000003 0.091545000000000015 -0.52606999999999993 0.0061450000000000003 0.091195000000000012 0.084405000000000008 0.08325500000000001 -0.036009999999999993 0.095780000000000018 -0.04890499999999999 0.11924500000000002 -0.071719999999999992 0.07813500000000001 -0.050684999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 16 24 12 10 11 18 -9 19 23 -15 29 -1 -2 -5 -4 -7 -18 -12 -13 -3 26 -26 -10 -19 -8
right_child=1 6 4 8 -6 20 15 9 27 -11 22 13 -14 14 -16 -17 21 28 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00099727456526987998 0.00094597052041889903 0.00034419247322865266 0.00092808791262311431 0.0003884556434955502 0.00055406131666242253 0.00034796036613869371 0.00037713067377255499 0.0010140469294321172 0.00012608318379623632 0.00060490353983517478 0.00078703904119993172 0.00088104541141663818 0.001072764561262006 0.00052184551905572803 0.00089263180015133881 4.8874968069682983e-05 0.00068930672980796275 0.000779451732728391 0.00060119832100689516 0.00085979655484845431 0.00055971602858780024 0.00091057700547628824 0.00056644190364363528 0.00082095618196820165 0.00067104329282645847 0.00035401622611652852 0.00042676796294129158 0.00036841287460251181 0.00057294914973717102 0.00021511094768436256
leaf_weight=23 28 49 1107 67 47 22 32 53 24 37 27 453 60 27 20 29 48 58 31 225 68 21 31 320 29 26 29 20 20 90
leaf_count=23 28 49 1107 67 47 22 32 53 24 37 27 453 60 27 20 29 48 58 31 225 68 21 31 320 29 26 29 20 20 90
internal_value=0 0.000453854 0.000870014 0.000578503 0.000885969 0.000664077 0.000319549 0.000892746 0.000469338 0.000846031 0.000535086 0.00085625 0.000923286 0.000846051 0.000679627 0.00021752 0.000816806 0.000784475 0.000455752 0.000916552 0.000507954 0.00075665 0.000669134 0.00085617 0.000435386 0.000488583 0.000548906 0.000236233 0.000726502 0.000257608
internal_weight=0 590 2531 306 2349 182 284 2302 200 910 156 873 1392 820 47 151 92 106 98 1332 90 69 58 773 133 84 58 44 78 122
internal_count=3121 590 2531 306 2349 182 284 2302 200 910 156 873 1392 820 47 151 92 106 98 1332 90 69 58 773 133 84 58 44 78 122
is_linear=0
shrinkage=0.00196078


Tree=4954
num_leaves=31
num_cat=0
split_feature=1 1 16 0 43 2 4 2 151 15 43 42 43 10 0 12 401 123 10 16 2 47 13 157 160 16 151 16 12 159
split_gain=0.429808 0.110364 0.112479 0.0693314 0.0924275 0.204122 0.0825115 0.0682195 0.0695057 0.0655459 0.0649697 0.0636232 0.082455 0.0583026 0.0941273 0.098045 0.0818612 0.0675827 0.068139 0.0687809 0.0594766 0.0633089 0.134254 0.0549593 0.0536336 0.0633093 0.105292 0.0773598 0.0612315 0.0535471
threshold=0.11910500000000002 0.096325000000000008 0.40020000000000006 -0.074479999999999977 -0.083684999999999996 0.087015000000000023 -0.52556499999999995 0.10803500000000001 0.009020000000000002 -0.15914499999999995 -0.095589999999999994 0.089165000000000008 -0.086909999999999987 -0.005834999999999999 -0.019414999999999998 -0.083994999999999986 0.085900000000000018 0.12630500000000003 1.0000000180025095e-35 -0.50690499999999983 0.13622000000000004 0.11596500000000001 -0.0025349999999999995 -0.24909499999999998 -0.081069999999999989 -0.0073349999999999986 -0.033849999999999991 0.0057500000000000008 0.093965000000000007 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 7 5 -5 -6 8 9 -1 -7 12 -10 14 15 -2 17 18 19 -15 21 22 -21 -11 29 26 -26 -27 -29 -3
right_child=13 2 -4 4 6 10 -8 -9 11 23 -12 -13 -14 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0099708196069472118 0.0068643344566226006 0.0081965647926083955 0.0075549555590571672 -0.0063053888920694594 0.012180853324631851 0.0060739307543660357 0.0057256966394336056 0.0026954352969390362 0.0055343305944309884 0.0020789556335657836 0.00033708013629970646 0.0080191886518150568 -0.0029412698148834435 8.208263251516555e-06 -0.0058936290952953559 -0.0020988037881369773 -0.0030622079059304226 -0.0021471015864517541 0.00020422634112126216 0.005275044781094613 0.0034563685157277349 0.0030943295891539984 0.014828521098631123 0.006805513912111873 0.001970134841286819 -0.0042165186919737611 0.0061131008488739327 0.0050550877267712775 -0.00056478465822609985 0.0024018393788972628
leaf_weight=65 23 52 112 20 21 82 347 43 24 25 26 22 22 27 21 26 21 20 41 38 79 26 24 1541 108 20 142 47 33 23
leaf_count=65 23 52 112 20 21 82 347 43 24 25 26 22 22 27 21 26 21 20 41 38 79 26 24 1541 108 20 142 47 33 23
internal_value=0 0.00602314 0.00473571 0.00633206 0.00528898 0.00297436 0.00609406 0.00662906 0.00672861 0.00685921 0.00469284 0.00359615 0.00148078 0.00228536 -0.00029222 0.00210838 0.00293909 0.00343331 0.00390824 0.00469105 0.00544816 0.00723624 0.00897316 0.00673006 0.00399275 0.00347273 0.00432334 0.00134621 0.00273689 0.00641952
internal_weight=0 2775 537 2238 496 128 368 1742 1699 1631 108 68 46 346 70 49 276 255 235 194 167 88 62 1566 425 350 250 100 80 75
internal_count=3121 2775 537 2238 496 128 368 1742 1699 1631 108 68 46 346 70 49 276 255 235 194 167 88 62 1566 425 350 250 100 80 75
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 3 47 14 1 2 4 52 39 48 1 12 52 150 49 2 47 3 13 1 2 13 52 475 475
split_gain=17.618 2.26738 1.77399 1.23007 1.0877 0.899125 0.830925 0.62822 0.626937 0.480232 0.459689 0.408883 0.406919 0.327962 0.3237 0.286913 0.31182 0.260218 0.25394 0.233081 0.21537 0.203505 0.264932 0.200286 0.183994 0.182837 0.26346 0.175478 0.219239 0.166791
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.10045500000000002 0.31534000000000006 0.090100000000000013 0.076175000000000007 0.077845000000000011 0.14122000000000004 0.061775000000000004 0.048770000000000008 0.087735000000000021 0.11553500000000001 0.089770000000000016 0.087145000000000014 -0.56176499999999996 0.081835000000000019 -0.012034999999999999 0.092365000000000017 0.08265500000000002 0.084940000000000015 -0.47860499999999995 0.076935000000000017 0.13754500000000003 -1.0000000180025095e-35 0.26391000000000003 -0.088274999999999978 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 19 8 7 13 15 -4 17 -9 23 25 -13 20 21 -7 29 -2 27 22 -17 -8 -22 26 -3 28 -1 -19
right_child=1 6 9 -5 -6 10 12 11 -10 -11 -12 14 -14 -15 -16 16 -18 18 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070545236778063979 0.00052843159256393422 0.00035500654214670036 0.00077517680270748645 0.00048547407924674437 0.00041392963678194109 0.00091079151782019155 0.00016971274869919347 0.0007666743740625347 0.0010046053477635298 0.00047821629627138254 0.00053621171739812905 0.00063575288536501867 0.00034162802416786944 0.00026530775621773313 0.00032046129679628977 0.00041168161601686448 0.00080314543672294276 0.00086240002662268088 0.00052894401971866436 0.00076198327781446754 0.00077374901812922415 0.00080836039919402998 0.00070715867014241828 -6.5700201396799951e-05 0.00096870902998774655 0.00024972829217366781 0.00056380390473941466 0.00073761491127956054 0.00085687084688135836 0.00073465505451114773
leaf_weight=38 20 52 28 45 74 37 33 22 77 83 41 21 34 123 31 20 263 45 21 92 268 23 28 24 20 22 42 54 1130 310
leaf_count=38 20 52 28 45 74 37 33 22 77 83 41 21 34 123 31 20 263 45 21 92 268 23 28 24 20 22 42 54 1130 310
internal_value=0 0.000419254 0.00079551 0.000806628 0.000598397 0.000812713 0.000336777 0.000384725 0.00083126 0.000553125 0.000734235 0.000542594 0.000171858 0.000335845 0.000447791 0.000824021 0.000772017 0.000753894 0.000738455 0.000720278 0.000835524 0.000656709 0.000584043 7.05915e-05 0.000787288 0.000410639 0.000448299 0.000846892 0.000851945 0.000750848
internal_weight=0 590 2531 2420 186 2375 404 313 1921 111 454 74 91 239 52 1844 334 413 376 112 1510 71 48 57 288 116 94 1222 1168 355
internal_count=3121 590 2531 2420 186 2375 404 313 1921 111 454 74 91 239 52 1844 334 413 376 112 1510 71 48 57 288 116 94 1222 1168 355
is_linear=0
shrinkage=0.00196078


Tree=4956
num_leaves=31
num_cat=0
split_feature=4 3 2 3 149 44 48 106 147 10 14 0 4 3 42 15 130 0 13 0 12 1211 402 402 16 0 402 43 1213 483
split_gain=0.428216 0.152795 0.124501 0.074642 0.0723096 0.067479 0.0884527 0.0641037 0.0648918 0.0570397 0.0518213 0.0764479 0.203569 0.132657 0.121791 0.0552645 0.0549234 0.0606931 0.0539047 0.0633234 0.0526406 0.0803261 0.0602931 0.055779 0.0967059 0.148664 0.0649103 0.0524146 0.0802405 0.0581679
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.63141500000000017 0.07770500000000001 0.081805000000000017 0.13983000000000004 0.086340000000000014 0.090635000000000007 -0.079859999999999987 0.076175000000000007 -0.11013499999999998 0.0033150000000000007 -0.028564999999999997 1.0000000180025095e-35 -0.076244999999999993 -0.072444999999999982 0.18019500000000002 -0.0079349999999999993 -0.15350499999999997 0.087695000000000009 0.087635000000000005 0.2506000000000001 0.086055000000000006 -0.079109999999999986 -0.082394999999999982 0.024785000000000005 -0.091784999999999992 0.11395000000000001 -0.090599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 6 7 8 10 -2 11 12 13 -1 15 -14 -13 20 -15 -20 21 27 23 26 25 -25 -22 -18 29 -29
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 16 14 18 -16 -17 17 -19 19 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0059257291612170998 -0.0017604701657546685 0.0015664280621955793 -0.0011834518032391435 -0.003617443684488535 0.0076331409203164559 0.010182170000015981 0.00074311493740727508 0.00094840040065996025 0.0022548513936635575 0.0027020693570983106 0.0086845538437659488 0.0088521332532929438 0.0077451983268590685 0.0075007158494554459 0.003222023081996114 0.013490979029582099 0.0088078848974179318 0.0013024994016935429 0.0042516446407950886 -0.0023378734319703656 0.0058999043257078713 0.011958734024195903 0.0007566765670410612 0.0064342109181989848 0.0060465147804566908 0.017603515867482534 0.00014981961605371909 0.010400082277229583 0.00037376718329531805 0.0064259783621557201
leaf_weight=21 32 75 23 20 27 42 30 23 40 273 89 88 47 20 46 26 110 24 35 25 1067 31 22 26 95 22 20 39 21 662
leaf_count=21 32 75 23 20 27 42 30 23 40 273 89 88 47 20 46 26 110 24 35 25 1067 31 22 26 95 22 20 39 21 662
internal_value=0 0.00601849 0.00614243 0.00231556 0.00267297 0.00620551 0.00614198 0.0062043 0.00625123 0.00223387 0.00631426 0.00622805 0.00444972 0.00114787 0.00725212 0.00979164 0.00640373 0.006303 0.00300469 0.00150601 0.00635975 0.00696065 0.00594555 0.00603836 0.00789501 0.0115535 0.00579411 0.00677442 0.00646461 0.00664708
internal_weight=0 2769 2694 352 332 2671 2629 2599 2576 305 2536 2447 220 101 119 73 2227 2139 80 60 2115 863 1252 1230 143 48 1087 832 722 701
internal_count=3121 2769 2694 352 332 2671 2629 2599 2576 305 2536 2447 220 101 119 73 2227 2139 80 60 2115 863 1252 1230 143 48 1087 832 722 701
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 2 1 1 0 14 49 0 2 4 47 15 150 0 150 1 160 13 475 3 13 47 157 15
split_gain=30.2678 4.90801 2.65936 2.20311 1.69987 1.39651 0.919422 0.78358 0.737594 0.608881 0.517298 0.469877 0.448421 0.441907 0.43165 0.401063 0.394959 0.315269 0.275845 0.246381 0.538817 0.230158 0.20277 0.202589 0.202312 0.181088 0.183499 0.180726 0.178348 0.214131
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.12337000000000002 0.092235000000000025 0.13082500000000002 0.14122000000000004 0.077845000000000011 0.086920000000000011 -0.22491999999999998 0.062655000000000016 -0.054984999999999992 -0.095504999999999993 0.14960000000000004 0.27834500000000006 0.090100000000000013 0.024640000000000006 0.084120000000000014 -0.23091999999999999 0.094605000000000009 0.13075500000000004 -0.075414999999999982 0.049530000000000012 -0.08230999999999998 0.0068900000000000012 -0.0072999999999999992 0.090280000000000013 -0.41266499999999995 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 16 9 14 10 -4 11 -7 -1 -2 18 15 -6 17 19 -11 -3 25 -5 -17 -15 -12 26 -21 -14 -26 -30
right_child=1 4 8 21 6 7 -8 -9 -10 13 24 -13 27 23 -16 22 -18 -19 -20 20 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.001049777620578131 0.00064888197213303349 0.00064871206534312584 0.00093847359074097057 0.0005651933573235094 0.00047379815030525174 0.00070425246947207574 0.00057933649669090906 0.00066957508869886059 0.00056114406318306649 0.00091652705778483474 0.0010722263499635275 0.0012355487269088759 0.0010265336453189229 0.0010160647839007465 0.00010922781571083704 0.0003859982358693492 0.00071238650647685456 0.00071376175397918338 0.00065256197573990268 0.00050196317281846268 0.00015237290207344248 0.00033799707809664014 0.0001810324318709018 0.00087130160917059266 0.0010996848586606689 0.00059889773339951412 0.00029159743022904092 0.00087484664637612806 0.0009159067530929107 0.00099255379377452134
leaf_weight=1085 23 22 28 60 37 32 35 41 69 45 56 55 58 323 69 25 37 21 23 44 23 24 72 42 29 35 25 63 406 214
leaf_count=1085 23 22 28 60 37 32 35 41 69 45 56 55 58 323 69 25 37 21 23 44 23 24 72 42 29 35 25 63 406 214
internal_value=0 0.00051871 0.000988229 0.000752641 0.000398853 0.00100136 0.000285833 0.000933405 0.000670064 0.00103497 0.000948082 0.00105874 0.000899851 0.00097237 0.000235229 0.000300111 0.000528798 0.000488841 0.000827245 0.000457141 0.000423955 0.00050028 0.000233859 0.000999407 0.000959149 0.000484017 0.000425744 0.000947556 0.000949392 0.000942362
internal_weight=0 673 2448 228 445 2351 238 778 97 1573 737 1140 144 433 203 134 207 170 68 149 127 84 97 365 705 104 69 121 649 620
internal_count=3121 673 2448 228 445 2351 238 778 97 1573 737 1140 144 433 203 134 207 170 68 149 127 84 97 365 705 104 69 121 649 620
is_linear=0
shrinkage=0.00196078


Tree=4958
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 1 49 4 50 0 2 1 1 1 0 1 1 16 0 1 1 15 4 16
split_gain=63.0793 9.72131 5.15731 4.4269 3.48124 3.07995 2.43617 1.82774 1.64696 1.56078 1.17927 0.802591 0.801668 0.780987 0.679597 0.659541 0.508304 0.501093 0.451921 0.442164 0.438586 0.434757 0.429128 0.382633 0.378953 0.375672 0.320381 0.299514 0.247698 0.281295
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.092235000000000025 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.089770000000000016 -0.054984999999999992 -0.15289999999999995 0.041865000000000006 -0.18113999999999997 -0.0091949999999999983 0.12000500000000001 1.0000000180025095e-35 0.13075500000000004 -0.095504999999999993 0.089770000000000016 0.13265500000000002 0.40020000000000006 -0.038659999999999993 0.12958500000000003 0.16175000000000003 -0.090344999999999995 0.0052350000000000009 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 17 10 25 -4 11 -1 -2 -10 26 -9 -13 -3 24 -5 -18 -20 -15 -23 28 -8 27 -6 -17 -30
right_child=1 4 9 19 14 -7 8 15 13 -11 -12 16 -14 22 -16 18 20 -19 21 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012404089783995332 0.00068721338719104159 0.00036261545847249185 0.0010581761274181709 0.00054634604548268453 8.6009948593533905e-05 0.00068937446541621607 0.00094904539335385874 0.00086204055303407113 0.00079996531938805304 0.00053688872175408858 0.0014938772177108099 0.00084692328368001586 0.001086561624977929 0.0004300591474493644 0.00029276147292334122 0.0011500456574235819 0.0009547047578932485 5.6988223995659251e-05 0.0014104978328992211 0.00023144081454066668 0.0011815510415219654 0.00097337873845264832 0.00014120969039650803 0.0012535288295964597 0.00093059057603254341 0.00061037546242861192 -0.0002865167734596659 -0.0002023757864520246 0.001195795244110292 0.0010228824556670387
leaf_weight=1212 23 30 34 60 45 48 34 39 20 63 62 23 121 141 26 322 38 66 37 24 238 29 23 53 46 20 20 20 47 157
leaf_count=1212 23 30 34 60 45 48 34 39 20 63 62 23 121 141 26 322 38 66 37 24 238 29 23 53 46 20 20 20 47 157
internal_value=0 0.000484873 0.00116268 0.000814102 0.00031619 0.00118096 0.000416168 0.00119121 0.000522523 0.000719608 0.00122884 0.00121796 0.00102278 0.00043416 1.53549e-05 0.00111012 0.00112698 0.000152497 0.00112412 0.000456373 0.00115032 0.00123406 0.00038955 0.00115445 0.00110125 0.000823612 -6.94989e-05 -2.72412e-06 0.00111618 0.00106272
internal_weight=0 673 2448 228 445 2351 334 2303 238 97 1573 1511 144 184 111 730 299 96 691 84 276 119 164 82 572 54 85 65 526 204
internal_count=3121 673 2448 228 445 2351 334 2303 238 97 1573 1511 144 184 111 730 299 96 691 84 276 119 164 82 572 54 85 65 526 204
is_linear=0
shrinkage=0.00196078


Tree=4959
num_leaves=31
num_cat=0
split_feature=1 4 9 2 159 52 133 15 15 150 3 155 157 457 2 14 16 15 13 403 52 133 16 52 158 1212 51 159 1 48
split_gain=0.626482 0.111233 0.0866135 0.0801178 0.0712227 0.082648 0.0984491 0.134495 0.176123 0.0907844 0.0822126 0.0682649 0.0700854 0.0651364 0.065073 0.0636949 0.14117 0.0656057 0.0625226 0.0613445 0.0609655 0.0609069 0.0645281 0.0606871 0.0578623 0.0590233 0.0551463 0.0544042 0.0536072 0.0523188
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.092365000000000017 0.083870000000000014 -0.53299999999999992 0.017095000000000003 0.013270000000000002 -0.033689999999999991 0.083250000000000005 -0.0080949999999999998 0.10158500000000002 -0.07797999999999998 -0.082284999999999983 -0.13033999999999998 -0.42495999999999995 -0.16927999999999996 -0.56368999999999991 -0.28558999999999996 -0.53255499999999989 -0.037344999999999996 0.089405000000000012 0.40020000000000006 -0.065544999999999978 0.085030000000000008 0.087685000000000013 0.14122000000000004 0.11109000000000001 0.11588000000000001 0.094535000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 14 5 -5 7 8 -7 19 -10 12 -2 -14 -4 23 17 -17 -15 -8 21 -21 -23 -3 27 -26 28 -16 -20 -22
right_child=1 15 3 4 -6 6 9 -9 10 -11 -12 -13 13 18 24 16 -18 -19 26 20 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018590199667960405 -0.00058872390538454054 0.0010126309017113482 0.0034169679693877701 0.0085448247269912011 0.0086655969735953027 0.0046801425560570736 0.0012299064921015609 0.0075918553287559884 0.0012194695748445211 0.012216059424293539 -0.0069057529419660566 0.010245835213837299 -0.00032729758836683772 0.0022064280714322294 0.0076564484259151952 0.0068276424072682869 -0.0067790994467213754 0.0013283114188752513 0.0084250654758458651 0.008476024853404273 0.0082865509797952 -0.0017778428991071203 0.0059719073497468515 0.0072185142053058371 0.010719309017415447 0.0059813742279349012 0.011071938149292361 0.0025292410781340945 0.0043321135023992006 0.0028875667671673
leaf_weight=30 25 26 35 121 131 188 21 101 33 30 20 22 21 45 1426 25 20 164 48 22 175 22 21 40 116 34 22 21 96 20
leaf_count=30 25 26 35 121 131 188 21 101 33 30 20 22 21 45 1426 25 20 164 48 22 175 22 21 40 116 34 22 21 96 20
internal_value=0 0.00349277 0.00720072 0.00726388 0.00650924 0.00614428 0.00569946 0.00452857 0.00324479 0.00698707 -0.00184665 0.00489955 0.00444189 0.00498399 0.00768236 0.00206553 0.0012103 0.00205574 0.0055126 0.00642881 0.00684872 0.00419646 0.00200692 0.00477377 0.00777584 0.00964538 0.00640885 0.00758204 0.00569643 0.00773281
internal_weight=0 554 2567 2537 905 774 653 342 241 311 53 279 257 232 1632 275 209 189 211 281 260 65 43 66 1597 150 166 1447 144 195
internal_count=3121 554 2567 2537 905 774 653 342 241 311 53 279 257 232 1632 275 209 189 211 281 260 65 43 66 1597 150 166 1447 144 195
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 43 3 3 47 402 160 0 131 2 13 4 39 49 0 0 160 159 12 16 12 131 15 2 2 3 2
split_gain=0.51535 0.141185 0.102174 0.103628 0.0708123 0.0679078 0.064753 0.0646076 0.0649828 0.0671886 0.0778174 0.0832792 0.0853718 0.0925217 0.068066 0.0623965 0.0563034 0.0674019 0.0533285 0.0896442 0.103856 0.067769 0.0674584 0.115221 0.081106 0.0646834 0.0540605 0.0532945 0.0675989 0.0653782
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 -0.073404999999999984 -0.11720999999999999 0.12178000000000001 -0.11171999999999999 0.085505000000000012 0.09388500000000001 -1.0000000180025095e-35 0.030935000000000004 0.092320000000000013 0.13754500000000003 -1.0000000180025095e-35 0.51388000000000011 0.092440000000000008 -0.08130999999999998 -0.062764999999999974 -0.074479999999999977 -0.061284999999999992 -0.032739999999999991 0.093965000000000007 0.41088500000000006 0.095935000000000006 0.079255000000000006 -0.23060499999999998 0.10188000000000001 0.10559 -0.049509999999999992 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 6 -5 8 9 14 11 12 13 -11 -2 -4 -6 -18 25 20 26 -21 23 -23 -25 -3 -20 28 -27 -29
right_child=7 18 3 5 16 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 19 21 -22 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.0015875265123727529 0.0084359985017390168 0.012638198493514212 0.0095314639267222653 0.0019395925458520651 0.0050759040369567554 0.0031304290130113564 0.0072536149896035773 0.004362629185968271 -0.0039523445601974223 0.00016168862118299101 -0.0050481237191706899 0.0075950167933478948 -0.0023794854896687818 0.0078118734862655404 0.0017534068047202059 0.0023740435883935012 -0.001077986761356442 0.0047335172854845635 0.0099844842124730358 0.0082155369427315637 -0.00092410567031504646 -0.0023069150915200061 0.0076783106480862069 0.0061173373300300897 -0.00049020153403814346 0.0069518233607415523 0.00331596766838864 0.0010054519019004975 0.01266343144982654 0.0076406411164498429
leaf_weight=23 27 20 29 25 44 60 277 102 21 43 20 20 53 25 35 21 64 29 20 143 39 22 102 161 21 1563 31 33 21 27
leaf_count=23 27 20 29 25 44 60 277 102 21 43 20 20 53 25 35 21 64 29 20 143 39 22 102 161 21 1563 31 33 21 27
internal_value=0 0.00634202 0.00494221 0.00521576 0.00330421 0.00620322 0.00681371 0.00224915 0.00136564 0.00186644 0.000789283 0.00161728 0.000629229 0.00297426 0.00466357 0.00652535 0.00212862 0.000734203 0.00670548 0.005841 0.0029605 0.00641838 0.00557854 0.00452865 0.00535493 0.0069855 0.00593107 0.00691673 0.00702755 0.00399129
internal_weight=0 2775 572 549 187 362 302 346 244 223 161 141 121 68 62 50 137 93 2203 539 90 449 306 204 182 1664 51 1644 1584 60
internal_count=3121 2775 572 549 187 362 302 346 244 223 161 141 121 68 62 50 137 93 2203 539 90 449 306 204 182 1664 51 1644 1584 60
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 4 2 1 14 1 11 1 4 131 2 47 160 3 43 12 4 43 1 3 0 15
split_gain=32.1761 5.37664 3.17357 2.71448 1.9939 1.64195 1.29422 1.00842 0.982168 1.07537 0.930405 0.728028 0.560077 0.452613 0.375629 0.395974 0.566333 0.347405 0.430541 0.29517 0.265525 0.249196 0.291321 0.286503 0.215304 0.214064 0.210106 0.198361 0.194139 0.187317
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.10672500000000001 0.14285500000000004 0.40945500000000007 0.089775000000000008 0.09253500000000002 0.062655000000000016 0.091450000000000017 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.086835000000000009 0.31358000000000003 0.090100000000000013 -0.067824999999999983 -0.11171999999999999 0.016310000000000002 0.090545000000000014 -0.012164999999999999 -0.14792499999999997 0.11588000000000001 -0.0025099999999999996 -0.089269999999999988 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 10 26 9 -4 12 -5 13 -1 15 21 -17 18 -10 -3 -11 22 -12 28 -25 -16 -6 -22 -23 -26
right_child=1 2 8 11 7 -7 -8 -9 17 20 14 -13 -14 -15 25 16 -18 -19 -20 -21 27 23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.0011303551971634342 0.0010801458365082047 0.00051825208063205341 0.00066235450260489583 0.0009754011521358666 0.0010965726122844455 0.00071994654554264996 0.00063340460145054687 0.00056333111087773357 0.00024179317126019938 0.0005246296876945172 0.0010404807074564178 0.00061937644161745424 0.0013098862018447335 0.0010311296735964124 0.00099635211547382738 0.0010875177024459305 0.0007133873822871877 0.00044417061233717069 -8.4414624577095984e-05 0.0007190763782123265 0.00038119635657168021 0.0010388713625385938 0.00073896451668943304 0.0010584629557123975 0.001135316564171922 0.0012254047104446743 0.00088521209116571367 0.00018213866819342427 0.0011556702441033369 0.00095019887102834176
leaf_weight=1116 74 191 63 34 40 48 24 28 70 22 28 63 59 210 21 28 35 22 20 33 38 92 22 278 24 62 33 39 135 169
leaf_count=1116 74 191 63 34 40 48 24 28 70 22 28 63 59 210 21 28 35 22 20 33 38 92 22 278 24 62 33 39 135 169
internal_value=0 0.00058152 0.00051992 0.00106561 0.000650966 0.00107888 0.00108636 0.000879685 0.000364482 0.000462093 0.00109113 0.000744169 0.00112296 0.00111464 0.00104182 0.00102896 0.000879668 0.000223294 0.000169303 0.000547838 0.000334654 0.00104153 0.000907814 0.00105111 0.00102353 0.00116745 0.00100103 0.000280375 0.00110833 0.000973219
internal_weight=0 673 599 2448 325 2351 2303 101 274 162 2279 97 1385 1326 894 811 63 112 90 224 99 748 50 698 471 83 73 77 227 193
internal_count=3121 673 599 2448 325 2351 2303 101 274 162 2279 97 1385 1326 894 811 63 112 90 224 99 748 50 698 471 83 73 77 227 193
is_linear=0
shrinkage=0.00196078


Tree=4962
num_leaves=31
num_cat=0
split_feature=1 124 52 1 16 4 2 52 12 44 39 1 0 3 1 158 42 12 2 15 0 457 0 4 16 376 131 133 1212 11
split_gain=0.528396 0.129344 0.0937801 0.0853236 0.0956812 0.0782559 0.0743872 0.073817 0.0723719 0.0672869 0.0666487 0.0641375 0.143461 0.121498 0.08492 0.0632493 0.0685107 0.0674798 0.0841589 0.0684955 0.0632025 0.0571103 0.0910297 0.0538462 0.0511321 0.0543352 0.0459387 0.0545412 0.0491543 0.0456406
threshold=0.11353000000000001 -0.076779999999999987 -0.26636999999999994 0.14860500000000001 -0.11118499999999999 -0.04890499999999999 0.12043500000000001 -0.42635499999999998 -0.10022999999999999 0.081805000000000017 0.096625000000000016 0.089625000000000024 -0.14001499999999997 0.084940000000000015 0.10984500000000001 0.065940000000000012 0.094165000000000013 0.11472500000000001 -0.033169999999999991 -0.45963999999999994 0.034820000000000011 0.10021000000000001 -0.23194499999999998 0.27044500000000005 -0.090344999999999995 0.084985000000000019 0.11767000000000001 0.51314000000000015 0.087750000000000009 0.085630000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -2 5 -5 -4 9 -8 -7 11 15 29 13 -13 26 17 -17 18 -10 -20 -9 22 -15 24 -1 -26 27 28 -14 -3
right_child=2 6 3 4 -6 8 7 20 10 -11 -12 12 14 21 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0083202990503715626 0.0072671829293378528 0.0071727256176190267 0.0074801252094200913 0.0026045531034469605 -0.0052893309488094287 0.0067166821124988634 0.0091529110650299117 0.0043611848000576032 -0.0043408162264234346 0.011764459311130591 -0.0011820787985650999 -0.0019172448897734286 0.0061574422697793299 0.001735051228509595 0.012750105483626779 0.0020309572823212613 0.0099310470623490618 0.0074198791058734063 0.0074516081484034659 0.0012570292564664633 -0.002044630199670792 0.0005306158121675253 0.010262179249078938 -0.0009244597838481977 0.0023562180725520995 0.0080501004743079359 0.011053051017224789 0.0016196498423814776 0.011029742890968919 0.0023691706126555802
leaf_weight=28 45 1798 36 34 28 37 24 67 23 28 53 38 352 21 22 21 23 20 21 119 20 20 31 21 83 21 20 25 22 20
leaf_count=28 45 1798 36 34 28 37 24 67 23 28 53 38 352 21 22 21 23 20 21 119 20 20 31 21 83 21 20 25 22 20
internal_value=0 0.00660163 0.00293113 0.00246096 -0.000960427 0.00306188 0.00677383 0.00424303 0.00256013 0.00689103 0.00201087 0.00683343 0.00588829 0.00265746 0.00669417 0.00275636 0.00616055 0.00193786 0.00126522 0.00218622 0.00288858 0.00507189 0.00681853 0.00377891 0.00452717 0.00350594 0.0063762 0.00614177 0.00644405 0.00711988
internal_weight=0 2661 460 415 62 353 2508 111 317 2397 280 2369 551 110 441 227 44 183 163 140 87 72 52 153 132 104 419 399 374 1818
internal_count=3121 2661 460 415 62 353 2508 111 317 2397 280 2369 551 110 441 227 44 183 163 140 87 72 52 153 132 104 419 399 374 1818
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 4 0 1 0 4 4 12 0 14 2 16 50 43 151 157 156 157 1 47 43 52
split_gain=16.7529 2.83711 1.61436 1.49427 1.2547 0.798895 0.694289 0.664074 0.611794 0.521631 0.551353 0.455656 0.331235 0.319233 0.289859 0.34081 0.250599 0.232125 0.198008 0.189305 0.184668 0.208836 0.172481 0.168845 0.15754 0.147819 0.131816 0.192189 0.128687 0.122709
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.0061450000000000003 -0.11173999999999999 0.077845000000000011 -0.07929499999999999 0.27834500000000006 -0.49013999999999996 0.08401500000000002 -0.15599999999999997 -1.0000000180025095e-35 0.25063000000000007 -0.12029499999999999 0.083640000000000006 -0.018859999999999998 -0.088784999999999989 -0.23976499999999998 0.10499000000000001 -0.013599999999999999 0.12337000000000002 0.090100000000000013 -0.080324999999999994 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 9 -6 18 10 16 -5 23 17 20 -16 -1 -11 29 -19 21 -14 -3 -12 26 -21 27 -24 -13 -4
right_child=1 2 8 11 7 -7 -8 -9 -10 13 12 28 14 -15 15 -17 -18 19 -20 25 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073797864473360724 0.0008207385268704379 0.00053269694411912244 0.00015352434902801416 0.00077833972547818964 0.00075081894083046312 0.00056879740243388061 0.00099935777325367505 0.00044444365618640885 0.00055371223840733276 0.00096390897096817346 0.00070110493273576821 0.0005365487465516049 0.00067305957423705683 0.00052050294059058139 0.00059965234644667592 0.00079505921196354197 0.00047666298088128048 0.00080805225070588798 0.00010607075628558302 0.00057655820269989812 0.0010545768490692481 0.00089679550090040431 0.00038503010905183415 0.00086093626252591786 0.00054922855879161868 0.00073354770151757719 0.00029867038987377748 0.00058965496024956888 0.00034875982039261097 0.0002976121409621392
leaf_weight=43 76 43 29 28 85 48 84 40 26 21 26 47 20 22 37 473 21 131 38 27 21 81 150 1122 24 158 55 20 20 105
leaf_count=43 76 43 29 28 85 48 84 40 26 21 26 47 20 22 37 473 21 131 38 27 21 81 150 1122 24 158 55 20 20 105
internal_value=0 0.000463334 0.000419167 0.000809338 0.000488392 0.000819145 0.0008244 0.000652779 0.000273377 0.000817728 0.000831041 0.000568279 0.00083747 0.000749347 0.000801421 0.000780883 0.000652234 0.000764286 0.000231001 0.00075102 0.000887277 0.000852491 0.00041802 0.000857316 0.000398217 0.000710636 0.000382109 0.000409104 0.000480492 0.000266429
internal_weight=0 691 615 2430 417 2335 2287 125 198 2203 1844 95 1780 359 632 510 64 337 172 316 122 101 292 1148 249 185 225 170 67 134
internal_count=3121 691 615 2430 417 2335 2287 125 198 2203 1844 95 1780 359 632 510 64 337 172 316 122 101 292 1148 249 185 225 170 67 134
is_linear=0
shrinkage=0.00196078


Tree=4964
num_leaves=31
num_cat=0
split_feature=1 4 12 16 1 2 12 1 52 2 4 14 150 43 48 3 0 12 2 4 3 43 1 3 14 1 13 47 3 157
split_gain=27.104 3.41454 2.62514 2.04901 1.64446 1.18582 1.0694 1.0578 0.904649 0.844209 0.678076 0.590132 0.55079 0.477403 0.456507 0.389477 0.387347 0.385165 0.340991 0.335794 0.302318 0.433267 0.301058 0.28838 0.278925 0.313246 0.268237 0.250179 0.243669 0.270705
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 0.27776000000000006 0.10124500000000002 0.14285500000000004 0.090285000000000018 0.13075500000000004 -0.012164999999999999 0.10803500000000001 0.033845000000000007 0.076175000000000007 0.09487000000000001 -0.066504999999999995 0.016865000000000002 -0.065819999999999976 -0.13027499999999997 -0.042789999999999988 0.087470000000000006 -0.036839999999999991 0.095270000000000007 -0.083134999999999987 0.15471500000000002 -0.13309499999999996 -0.41076499999999994 0.11392000000000001 -1.0000000180025095e-35 0.07813500000000001 -0.14186499999999996 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 9 8 11 24 26 12 15 16 13 18 -10 28 -4 -11 -1 -5 21 -6 -9 -12 -3 -26 -2 -7 -8 -30
right_child=1 7 6 19 20 27 10 22 14 17 23 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00065270290091759022 0.00047139553562779504 0.00064582411540684351 0.00084210147752481347 0.0011328408208709055 0.00068237076453468042 0.0002076911301898616 0.0011394840840896275 0.00032853206227909131 0.00093025675982710962 0.00085180587962228036 0.00066733581455725305 0.0013007472530451984 0.00068965602694126917 0.0010537824325372131 0.00063367107079601752 0.00090733960604801229 0.0010799057967591506 0.00050051845757970734 0.00096125342390116517 0.00086663576374415542 0.00077650551915977879 0.00032059448935529766 0.00012105014154306647 0.0009126684244454297 0.00059664228074820733 0.00035870578566728396 0.00070338962936453305 0.00048710605179766068 0.00084971959082342228 0.0010322760417957036
leaf_weight=21 66 45 27 29 35 28 77 116 53 28 21 46 23 195 32 105 1068 21 40 49 39 20 35 150 36 52 27 22 33 582
leaf_count=21 66 45 27 29 35 28 77 116 53 28 21 46 23 195 32 105 1068 21 40 49 39 20 35 150 36 52 27 22 33 582
internal_value=0 0.000547584 0.00101427 0.000691287 0.000873096 0.00059744 0.00104251 0.000392748 0.000672386 0.000938622 0.000994577 0.00108318 0.00098031 0.00100642 0.000818601 0.00101862 0.00107404 0.000701254 0.000855031 0.000965609 0.000644453 0.000550816 0.00028044 0.00088254 0.000520255 0.000456043 0.000538749 0.000330634 0.0010355 0.00102248
internal_weight=0 590 2531 306 422 228 2109 284 178 328 968 1141 279 256 85 797 1095 49 61 78 94 55 151 171 133 88 93 50 692 615
internal_count=3121 590 2531 306 422 228 2109 284 178 328 968 1141 279 256 85 797 1095 49 61 78 94 55 151 171 133 88 93 50 692 615
is_linear=0
shrinkage=0.00196078


Tree=4965
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 159 1 14 2 2 150 1 4 4 11 2 3 3 43 11 159 4 1 47 3 10 3 131
split_gain=34.2961 5.35642 3.65948 2.9212 1.99478 1.54896 1.01341 0.933875 0.836022 0.833953 0.830214 0.610548 0.587862 0.561925 0.488388 0.483615 0.41494 0.383564 0.37224 0.278679 0.277984 0.271003 0.254051 0.296177 0.250314 0.2393 0.221832 0.218236 0.210509 0.205717
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.10672500000000001 0.17025000000000004 0.089910000000000018 0.086920000000000011 0.42051500000000003 0.0067750000000000006 1.0000000180025095e-35 0.087675000000000017 0.30112000000000005 -0.11171999999999999 -1.0000000180025095e-35 0.094815000000000024 0.0089800000000000019 0.052250000000000012 0.11588000000000001 0.090100000000000013 -0.016324999999999996 -0.38124499999999995 1.0000000180025095e-35 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 25 9 12 -4 -5 13 24 14 16 -1 18 17 19 -15 20 -7 -9 -18 23 -21 -6 28 -16 -13 -3 -2
right_child=1 2 7 8 10 6 -8 11 -10 -11 -12 27 -14 15 26 -17 21 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012373260890029413 0.0012453696050611484 0.00055878236541385148 0.00079897821488962995 0.0010879529597110952 0.0011957381857449515 0.00096983850271993089 0.00083984122018092397 0.00054735050803054173 0.00070643526120207 0.001445658910244345 0.0007039940951306836 0.00031957399065670177 0.00089651686980382335 0.0011940485073252368 0.0005049553131084649 0.00097414159639575579 0.0013557939166983393 0.00093783323007812301 0.00040074989564862904 0.001150204057829853 0.00083600517111462802 0.0010892607841421578 0.0012343669439983406 0.0010365787482970949 0.00096503842358637332 0.00080530337998460904 0.00031668940320507126 6.1446015595221045e-05 0.00068937976803322529 0.0010267881949742636
leaf_weight=1085 49 98 26 34 40 39 48 29 63 62 30 34 38 351 35 51 55 24 30 368 23 20 94 116 33 32 77 20 92 25
leaf_count=1085 49 98 26 34 40 39 48 29 63 62 30 34 38 351 35 51 55 24 30 368 23 20 94 116 33 32 77 20 92 25
internal_value=0 0.000673836 0.000612352 0.00117362 0.000753074 0.00118738 0.00111582 0.000445439 0.000840163 0.00122278 0.000978598 0.000408374 0.00113396 0.00121363 0.000459703 0.00115329 0.001147 0.00117765 0.00057468 0.00113026 0.000675025 0.00128472 0.00114109 0.00112297 0.00109145 0.000648438 0.000375523 0.000223971 0.000622019 0.00117152
internal_weight=0 673 599 2448 325 2351 778 274 97 1573 103 248 730 1511 194 426 692 375 82 617 52 75 578 484 73 222 112 54 190 74
internal_count=3121 673 599 2448 325 2351 778 274 97 1573 103 248 730 1511 194 426 692 375 82 617 52 75 578 484 73 222 112 54 190 74
is_linear=0
shrinkage=0.00196078


Tree=4966
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 4 42 14 47 2 15 2 14 0 4 4 12 13 12 3 15 14 47 131 15 4 131 4 43
split_gain=20.1846 3.44621 2.11367 1.82347 1.19133 1.02058 0.868481 0.727098 0.702839 0.637841 0.533548 0.477859 0.386565 0.364302 0.766061 0.441248 0.341357 0.324719 0.450462 0.438353 0.320658 0.243957 0.23283 0.229323 0.224194 0.275979 0.296876 0.221087 0.209433 0.202756
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.080389999999999989 0.088725000000000012 0.13501500000000002 0.40124500000000002 -0.0060199999999999993 0.062655000000000016 0.13082500000000002 0.10672500000000001 0.040760000000000005 0.14285500000000004 -1.0000000180025095e-35 -0.13027499999999997 0.076415000000000025 0.27834500000000006 0.091625000000000012 0.038215000000000006 0.085565000000000016 -0.20241999999999996 0.087685000000000013 0.096015000000000017 0.090100000000000013 0.082750000000000004 -0.41396999999999995 0.015030000000000002 0.09031500000000002 -0.055319999999999994 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 7 23 6 8 -1 11 12 -6 13 16 -5 15 -15 -4 18 -16 -20 -19 -13 -10 -3 25 -14 -27 -2 -22 -9
right_child=1 2 9 5 10 -7 -8 29 22 -11 -12 21 24 14 17 -17 -18 20 19 -21 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00083210278375476013 0.00095989915992126976 0.00043598219458602336 0.00049433080341841119 0.0010886029075173771 0.0008068312016540146 0.00059551532498980852 0.00051334638352463254 0.0005554848217659762 0.001125659288898591 0.00055932375910448069 0.00048845771126871729 0.00095243395320318764 0.00026833342495626163 0.00057962940756255902 0.00090235017025428648 0.00090426110966320349 0.00027865006398894421 0.0010100947232807383 0.00056410174301998062 0.00092600109636677347 0.00065495987065366005 0.00088948952624380269 0.000898203580926349 0.00061299474251390708 0.00036390195450033334 0.00018416044220109196 -0.0001311799147749011 0.00073329925420237527 0.00081526814999091938 0.0003165181751782988
leaf_weight=35 49 191 39 25 73 48 24 43 62 34 28 373 33 60 647 22 102 30 31 22 35 648 24 33 20 24 22 25 299 20
leaf_count=35 49 191 39 25 73 48 24 43 62 34 28 373 33 60 647 22 102 30 31 22 35 648 24 33 20 24 22 25 299 20
internal_value=0 0.000484145 0.000434828 0.000867564 0.000541775 0.000878493 0.000884393 0.000605508 0.000888302 0.000307975 0.000718569 0.00088148 0.000272367 0.000854447 0.000849339 0.000666726 0.000338306 0.000863413 0.000888114 0.000714324 0.000815911 0.000912485 0.00106218 0.00046206 0.000178454 0.000131505 3.33455e-05 0.000883345 0.000798469 0.000479622
internal_weight=0 673 599 2448 325 2350 2302 98 2278 274 101 2192 240 1171 1146 82 141 1064 700 53 364 1021 86 224 99 79 46 74 334 63
internal_count=3121 673 599 2448 325 2350 2302 98 2278 274 101 2192 240 1171 1146 82 141 1064 700 53 364 1021 86 224 99 79 46 74 334 63
is_linear=0
shrinkage=0.00196078


Tree=4967
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 1 4 4 0 15 12 4 0 131 52 13 457 1 123 16 47 43 16 14 48
split_gain=20.0695 3.3752 2.20538 1.71311 1.16245 1.16169 0.942382 0.713224 0.626434 0.592537 0.564621 0.548133 0.539504 0.320071 0.627003 0.314202 0.296777 0.295255 0.218707 0.217332 0.22799 0.282656 0.216353 0.207919 0.384289 0.205443 0.177654 0.17692 0.199678 0.378098
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.17025000000000004 0.092235000000000025 0.077845000000000011 0.40473500000000007 -0.111605 -0.11173999999999999 -0.10469999999999999 0.11586 0.0082450000000000006 -0.14832499999999996 0.091440000000000007 -0.56176499999999996 -0.075974999999999987 0.048635000000000005 0.15964000000000003 0.10695000000000002 -0.39185999999999993 0.090100000000000013 -0.080324999999999994 -0.42170999999999997 -0.46166999999999997 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 5 25 6 7 9 12 13 -5 -6 -4 14 -1 23 -15 -16 -2 -11 -21 -22 -10 24 -14 27 -12 -3 -29 -30
right_child=1 2 8 10 11 -7 -8 -9 22 19 26 -13 15 16 17 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0010357297317800569 0.00096407048079572726 0.00055040376305446432 0.00066349684474939963 0.00086593112545687949 0.00083310148418690405 0.00059508333618758737 0.00051677266203910971 0.0010835848926569764 0.00023170230921460994 0.00099518553673651655 0.00059936066635516512 0.000516987551685447 0.00026247157242520903 0.00093617190356627504 0.00080399075424689148 0.00057285443678790448 0.00080245244770561839 0.0005275760454679626 0.0007240409068032807 0.00089864189833864061 0.00083141319737952497 0.00061266898159302921 -2.5309924967586995e-05 0.00016480461173855207 0.00046653674580231089 0.00062868538502420049 0.00038006556551337388 0.00057901735165539906 0.00020984116912915179 0.00046221888535293276
leaf_weight=32 54 59 22 28 71 48 24 85 34 39 49 30 89 1341 39 20 67 24 20 205 423 24 20 30 59 33 20 25 33 74
leaf_count=32 54 59 22 28 71 48 24 85 34 39 49 30 89 1341 39 20 67 24 20 205 423 24 20 30 59 33 20 25 33 74
internal_value=0 0.000504132 0.000455326 0.000886456 0.000564568 0.000896992 0.000903285 0.000907355 0.00032575 0.000900527 0.000631093 0.000739206 0.000372199 0.000922376 0.000812219 0.000339833 0.000929809 0.00069869 0.000899198 0.000853004 0.000844499 0.000819669 0.000136513 0.00031365 0.000343822 0.000485825 0.000535797 0.000461142 0.000421245 0.000384383
internal_weight=0 673 599 2448 325 2351 2303 2279 274 2194 97 101 220 1503 95 198 1408 63 74 691 652 447 54 178 148 224 69 191 132 107
internal_count=3121 673 599 2448 325 2351 2303 2279 274 2194 97 101 220 1503 95 198 1408 63 74 691 652 447 54 178 148 224 69 191 132 107
is_linear=0
shrinkage=0.00196078


Tree=4968
num_leaves=31
num_cat=0
split_feature=1 2 3 30 457 4 0 12 4 15 51 132 4 1213 456 13 48 457 13 43 42 159 0 3 16 3 4 51 4 4
split_gain=1.00739 0.151144 0.131539 0.126659 0.109203 0.0992375 0.0882704 0.102563 0.0822397 0.0919709 0.0893052 0.0814136 0.103696 0.0804829 0.0924987 0.0754974 0.0972373 0.0726364 0.0852473 0.0749895 0.0717995 0.070901 0.0676125 0.0632422 0.0617717 0.130582 0.0520968 0.104268 0.0748658 0.0728032
threshold=0.10920500000000001 0.13404500000000005 -0.065819999999999976 0.087020000000000014 0.094310000000000019 0.40124500000000002 -0.14920999999999998 1.0000000180025095e-35 -0.15764999999999998 -0.079929999999999987 0.10532000000000001 0.078465000000000021 -0.010384999999999998 -0.076559999999999975 0.060100000000000008 0.11217000000000001 0.016865000000000002 0.10021000000000001 -1.0000000180025095e-35 0.084740000000000024 0.086835000000000009 1.0000000180025095e-35 -0.10324499999999999 0.013900000000000001 -0.11118499999999999 0.0068900000000000012 -0.0016099999999999997 -0.010009999999999998 -0.050494999999999991 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 11 6 -1 -8 -3 10 24 12 -2 -4 17 16 20 18 19 23 -14 26 -23 -15 -10 -26 27 -20 -29 -28
right_child=1 8 13 -5 -6 -7 7 -9 9 -11 -12 -13 15 14 -16 -17 -18 -19 21 -21 -22 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.013804118494615601 0.011624656991157049 0.0081589051279360846 0.014364163385471329 0.0014475023857532787 -0.00017989742170487132 0.003620365618087817 0.0043177484587596897 0.0099408434731120925 0.0036876337856415718 -0.002780516606622509 0.0085031818676119045 0.0031031219894066455 0.011625570094550093 0.0063476408787285265 0.01425016261637211 0.0015818607877008618 0.0037380909871686492 0.0029364953209052706 0.010229555859537373 0.0096803723601624377 0.0066914244624786089 0.0079193210997618741 0.01528782845390114 0.00093238157918676737 0.0043126369858245278 -0.0065828228263523098 0.01171954417255457 0.0067692039670936514 -0.0011837015673518182 0.0050894213205372749
leaf_weight=58 59 23 20 52 21 25 33 1901 67 35 24 40 58 157 22 24 47 31 44 60 60 20 33 25 22 22 67 29 20 22
leaf_count=58 59 23 20 52 21 25 33 1901 67 35 24 40 58 157 22 24 47 31 44 60 60 20 33 25 22 22 67 29 20 22
internal_value=0 0.00480584 0.00950779 0.00601356 0.00678196 0.0098816 0.00996017 0.0098449 0.00254684 0.00178756 0.00297188 0.00728959 0.00796483 0.00813695 0.00790196 0.00682235 0.0075846 0.00762704 0.00793188 0.00661451 0.00911668 0.00928849 0.0125073 0.00560379 0.00177592 -0.00113509 0.00835115 0.00669606 0.00352312 0.0100806
internal_weight=0 554 2567 361 309 2017 1992 1934 193 170 135 288 248 550 530 189 165 508 477 242 118 235 53 182 111 44 182 93 49 89
internal_count=3121 554 2567 361 309 2017 1992 1934 193 170 135 288 248 550 530 189 165 508 477 242 118 235 53 182 111 44 182 93 49 89
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 14 1 1 0 0 15 16 15 2 4 4 12 47 4 43 4 16 11 3 16 15
split_gain=29.4398 4.8322 2.86182 2.61763 1.82551 1.58831 1.09921 0.824186 0.786617 0.742959 0.740767 0.634753 0.58982 0.524076 0.487681 0.47544 0.470341 0.453117 0.515176 0.373185 0.496568 0.342031 0.309594 0.27003 0.228579 0.223319 0.216361 0.209717 0.208522 0.186972
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.042705000000000007 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.083345000000000016 -0.11173999999999999 -0.07929499999999999 -0.10469999999999999 -0.12029499999999999 -0.084564999999999987 0.14285500000000004 0.27834500000000006 -0.49013999999999996 0.08401500000000002 0.090100000000000013 -0.16363499999999997 -0.11008499999999999 -0.036839999999999991 -0.039889999999999988 1.0000000180025095e-35 -0.017889999999999996 -0.5224049999999999 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 21 6 9 -6 17 12 -5 15 14 -14 -1 28 -13 18 -4 23 22 -3 -21 -15 -2 -16 -11 -20 -8 -19
right_child=1 2 8 10 7 -7 11 -9 -10 26 -12 16 13 19 25 -17 -18 29 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011536487776274773 0.0011030044970559139 0.00049031619847720936 0.00057231430563646805 0.00093543615853875839 0.00095482608028223288 0.00067785371633648282 0.0012386805815300464 0.00056719963554463352 0.00062791946335484061 0.0010809661636330689 0.00057631010648212142 0.00086467695776197291 0.001079239522807414 0.00089748747208539181 0.0007101364158442297 0.00087870850913482259 0.0005126787806112392 0.00031787756564925762 0.00043591384466602485 0.00095022803318558959 0.0010047812940688014 0.00070649476027956197 0.00060522242266611726 0.0011458884620066711 0.00087020952814544734 0.00094753637530055703 0.0013068446829518517 0.00024586522294847289 0.0010241207541731034 0.00014174508480478847
leaf_weight=20 50 191 39 34 71 48 21 30 34 23 63 54 1178 20 39 100 20 37 33 20 499 33 20 106 24 25 56 69 102 62
leaf_count=20 50 191 39 34 71 48 21 30 34 23 63 54 1178 20 39 100 20 37 33 20 499 33 20 106 24 25 56 69 102 62
internal_value=0 0.000554796 0.000496398 0.00101785 0.000620841 0.00103087 0.00103823 0.00083969 0.000348792 0.00105471 0.000702189 0.000926901 0.00104707 0.0010544 0.000886389 0.000979119 0.000769542 0.000309249 0.000380639 0.00101039 0.000987931 0.000522164 0.000777725 0.00110646 0.0010275 0.000802871 0.00124108 0.000307352 0.00106075 0.000207572
internal_weight=0 673 599 2448 325 2351 2303 101 274 2006 97 297 1927 1843 84 223 74 240 141 665 539 224 40 126 74 64 79 102 123 99
internal_count=3121 673 599 2448 325 2351 2303 101 274 2006 97 297 1927 1843 84 223 74 240 141 665 539 224 40 126 74 64 79 102 123 99
is_linear=0
shrinkage=0.00196078


Tree=4970
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 1 47 16 1 2 49 1 47 2 3 3 3 13 457 1 2 1429 47 159 2 4 160
split_gain=29.4495 4.72234 2.59748 2.25438 1.56296 1.55922 0.949992 0.80976 0.792969 0.781847 0.476847 0.434001 0.696976 0.417314 0.363454 0.361311 0.34269 0.298239 0.363026 0.296234 0.30767 0.303273 0.250987 0.207365 0.301767 0.192554 0.192085 0.179626 0.307177 0.207771
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.12337000000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.13082500000000002 -0.52595999999999987 0.086920000000000011 0.089775000000000008 -0.054984999999999992 0.16540500000000002 0.10648500000000001 -0.0091949999999999983 -0.13927999999999999 -0.10831999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.096470000000000014 0.13075500000000004 0.08647500000000001 0.083985000000000018 0.090280000000000013 0.082585000000000006 0.14285500000000004 0.27834500000000006 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 15 11 10 -4 14 -6 23 16 -2 27 19 -13 -12 -19 -3 -21 -22 -5 24 -1 -15 -20 28 -7 -30
right_child=1 5 8 22 7 9 -8 -9 -10 -11 17 12 -14 25 -16 -17 -18 18 26 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011175720016814979 0.00069949425001075303 0.00044159163122600443 0.00095323745414803733 0.00060519508086144926 0.00068455801443670751 0.00052570234995226884 0.0012928248374235061 0.00070892138287936357 0.00058167313376005067 0.00060806953739531405 0.0010986689131907115 0.00082863405776009258 0.0006487317206383701 0.0010691437787143986 3.9782379166104411e-05 0.00077723568456680497 0.0010398945915090719 0.00070843362632919756 0.00096155282374151636 0.00050218287795622714 0.00083505861333923049 0.00052536221968658341 0.00036794081957268172 0.0010564594739394227 0.00088794808787153194 0.00091257144219030145 0.001077824145299839 0.00024012658651135547 0.00046836050152500357 0.00024125298657558236
leaf_weight=508 23 73 34 60 21 33 70 48 63 35 77 32 20 58 20 28 381 20 373 55 31 20 24 714 23 63 64 70 21 59
leaf_count=508 23 73 34 60 21 33 70 48 63 35 77 32 20 58 20 28 381 20 373 55 31 20 24 714 23 63 64 70 21 59
internal_value=0 0.000563225 0.00102635 0.000792689 0.00103933 0.000445657 0.00106902 0.000953251 0.000711912 0.000337414 0.000974382 0.00105969 0.00100621 0.000941602 0.00029075 0.000570111 0.00102353 0.000985779 0.000966758 0.000537711 0.000603907 0.000713609 0.000537408 0.00107828 0.00110763 0.000987623 0.000978581 0.000318178 0.000366528 0.000300869
internal_weight=0 673 2448 228 2351 445 1748 603 97 238 555 1678 433 144 203 207 413 534 457 179 106 51 84 1245 531 121 437 183 113 80
internal_count=3121 673 2448 228 2351 445 1748 603 97 238 555 1678 433 144 203 207 413 534 457 179 106 51 84 1245 531 121 437 183 113 80
is_linear=0
shrinkage=0.00196078


Tree=4971
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 2 42 14 13 4 1 150 4 1 1 13 52 2 1 3 4 12 39 4 147 13 15
split_gain=32.4553 3.8758 3.42572 3.07029 2.29326 1.58644 1.26027 1.13392 1.11545 0.77847 0.635167 0.619745 0.511362 0.699632 0.626679 0.49703 0.426089 0.388574 0.38646 0.317829 0.31485 0.293373 0.293455 0.273101 0.251993 0.233534 0.220913 0.211102 0.200686 0.194014
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.089885000000000007 0.14285500000000004 -0.0060199999999999993 0.076175000000000007 -0.00096999999999999983 -0.013514999999999998 0.086920000000000011 0.081835000000000019 0.0061450000000000003 0.091195000000000012 0.15964000000000003 -0.16152999999999998 -0.53299999999999992 -1.0000000180025095e-35 0.075045000000000014 -0.11171999999999999 0.024790000000000003 0.090285000000000018 0.08456000000000001 0.04735000000000001 0.08955500000000001 -0.012119999999999997 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 7 27 10 11 -4 16 15 18 24 -15 -5 -1 -8 -9 -2 -18 22 -20 -13 26 -11 -14 -3 -27 -26
right_child=1 6 9 8 -6 -7 17 12 -10 25 -12 23 13 14 -16 -17 20 -19 21 -21 -22 -23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=0.0011274785414602591 0.0011552501475469378 0.0005511025159790887 0.0010481503650997624 0.0004418481687257731 0.00063164880089380641 0.00069610558314153607 0.00030497164733118759 0.00081256055920954395 0.00027841566647332386 0.00044967641031333044 0.0013210068493980744 0.0009016269485072262 0.0011548146672917708 0.00099151160458431538 0.00051194295932915652 0.00074212091723380397 0.00081795358685784537 5.2462884668612496e-05 0.00088896426492161894 0.00090570585309144322 0.0010593800327815875 0.0011608204015422932 0.0010735574541825058 0.00062657941929926137 0.0011130202554060528 0.00080076044450823347 0.0010044486912947758 0.00033255437087705909 0.00058906827130089136 0.0009405285080131805
leaf_weight=1118 26 113 22 67 45 41 122 21 44 20 58 35 65 20 22 31 23 29 37 80 214 138 315 23 29 33 89 20 36 185
leaf_count=1118 26 113 22 67 45 41 122 21 44 20 58 35 65 20 22 31 23 29 37 80 214 138 315 23 29 33 89 20 36 185
internal_value=0 0.000544025 0.0010547 0.000697128 0.00107015 0.00107846 0.000379062 0.00108518 0.000554141 0.000717877 0.00112007 0.000631909 0.00103165 0.000980066 0.000740309 0.000536832 0.00111147 0.000256477 0.00107303 0.000966915 0.00103595 0.00108419 0.00105415 0.000792556 0.00100743 0.000636237 0.00106791 0.000518238 0.000690312 0.000963904
internal_weight=0 590 2531 306 2420 2375 284 2334 200 111 1413 156 921 410 42 98 1355 151 511 106 237 490 352 58 368 89 154 133 69 214
internal_count=3121 590 2531 306 2420 2375 284 2334 200 111 1413 156 921 410 42 98 1355 151 511 106 237 490 352 58 368 89 154 133 69 214
is_linear=0
shrinkage=0.00196078


Tree=4972
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 2 14 1 3 1 1 2 2 1 0 3 11 475 475 52 147 0 1420 1 159 52 49
split_gain=30.7968 3.65974 3.10805 2.60151 2.21788 1.61716 1.26614 1.07999 1.05712 0.823228 0.743236 0.515721 0.47282 0.461194 0.435253 0.681479 0.412183 0.404267 0.306821 0.284143 0.276816 0.401339 0.297472 0.276362 0.25881 0.256028 0.24114 0.22971 0.227695 0.211427
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.36766000000000004 0.092235000000000025 0.13075500000000004 0.14122000000000004 0.14285500000000004 0.076175000000000007 0.09253500000000002 -0.14186499999999996 0.14860500000000001 0.10312500000000001 -1.0000000180025095e-35 0.10803500000000001 0.089875000000000024 -0.066089999999999996 -0.11171999999999999 1.0000000180025095e-35 -0.088274999999999978 -0.10344499999999998 0.26391000000000003 0.088610000000000008 -0.095504999999999993 -0.081459999999999991 0.13021500000000003 0.082585000000000006 -0.53964499999999982 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 5 9 23 11 14 16 -4 19 -8 18 -5 -16 20 24 -13 -7 21 -1 25 -3 -18 -22 -17 -20 -2 -12
right_child=1 6 10 8 -6 7 12 -9 -10 -11 29 13 -14 -15 15 26 17 -19 27 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011615713660011327 0.0011399501873776802 0.00058475039134334237 0.0009849317414812838 0.00045050339195025122 0.00064778387514074901 0.00095745384122067378 0.00035629954979077581 0.00070502648057905125 0.00032321723029212737 0.001346767131671458 0.00073567707456794439 0.00078115744991045372 0.00011790694232406023 0.00071759309875322325 0.00091099538334019471 0.00054450489578236345 0.00093871037737508999 0.00079397584939186266 0.0010119832856637747 0.0012068790537912834 0.0013571340190707579 0.0007734634142880346 0.00098659500402181136 0.00033963201584922274 0.0010967111239395492 0.0011385835500802737 0.00077315899145369434 0.001119381792859574 0.00092121597158532616 0.00053002882746868048
leaf_weight=21 24 112 34 30 45 22 105 41 45 61 40 20 46 20 44 61 48 22 513 87 21 20 49 21 235 1105 25 90 77 37
leaf_count=21 24 112 34 30 45 22 105 41 45 61 40 20 46 20 44 61 48 22 513 87 21 20 49 21 235 1105 25 90 77 37
internal_value=0 0.000566846 0.00106431 0.000715621 0.00107902 0.00108719 0.000406547 0.00101492 0.000588719 0.00112342 0.000743476 0.00103182 0.000283677 0.00101068 0.000663392 0.00071252 0.00111446 0.00105001 0.00102009 0.00115654 0.00113063 0.00097225 0.00113615 0.000546047 0.00106991 0.00114266 0.000610974 0.00102801 0.000973192 0.000636859
internal_weight=0 590 2531 306 2420 2375 284 793 205 1582 111 752 151 643 160 130 1521 305 623 109 1216 41 1175 133 283 1126 86 603 101 77
internal_count=3121 590 2531 306 2420 2375 284 793 205 1582 111 752 151 643 160 130 1521 305 623 109 1216 41 1175 133 283 1126 86 603 101 77
is_linear=0
shrinkage=0.00196078


Tree=4973
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 2 4 2 1 16 0 1 1 4 15 16 0 4 1 14 39 0 47 12 4 0 47 2
split_gain=50.0612 7.78852 4.77989 3.95079 2.53627 1.86449 1.61127 1.60126 1.4159 1.33163 1.08221 0.889501 0.875384 1.10869 0.724631 0.63553 0.600923 0.551763 0.524701 0.725817 0.531418 0.503038 0.489882 0.409352 0.39201 0.339082 0.311481 0.614095 0.311296 0.297101
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.27287000000000006 0.062655000000000016 0.14285500000000004 0.40473500000000007 0.13501500000000002 0.09253500000000002 -0.52595999999999987 -0.10607499999999999 0.085605000000000014 0.15471500000000002 0.0082450000000000006 -0.095869999999999983 0.10246000000000001 0.14486500000000005 -0.15464999999999998 0.093100000000000002 -0.45687499999999998 0.087690000000000004 -0.079119999999999982 0.11370000000000001 0.09202500000000001 -0.49013999999999996 -0.066089999999999996 0.078345000000000012 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 6 7 12 22 24 11 -5 -6 13 -1 21 23 -15 28 19 29 25 -7 -3 -14 -4 -21 -25 -28 -2 -13
right_child=1 5 8 10 9 14 -8 -9 -10 -11 -12 18 15 16 -16 -17 -18 -19 -20 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0014792744333157076 0.00077856107788676972 0.0010914582098491311 0.0014501894448837164 0.001336629883382972 0.00098011467108428192 0.00081059989405502008 0.0017877994991150222 0.00048422157907046303 0.00092015740936439406 0.001035533525092296 0.00090255800714624131 0.0017600555884360455 0.0015244821378802681 0.0013743354657701418 0.000215327738450334 0.0013311759068741073 0.00094107306566929407 0.0011528232328447642 0.0011439377374848107 0.0014910604921475501 0.0011010777848585878 0.00048122780122687432 0.0007611252670111109 0.001594800790200693 0.0012003548624822942 0.0013572532994802235 0.0014597625572931694 0.0012034500579294913 0.00098359754788146839 0.001500755376315944
leaf_weight=76 175 45 90 34 21 21 70 42 32 48 63 23 1128 20 35 84 32 20 31 97 26 118 28 47 33 292 249 42 34 65
leaf_count=76 175 45 90 34 21 21 70 42 32 48 63 23 1128 20 35 84 32 20 31 97 26 118 28 47 33 292 249 42 34 65
internal_value=0 0.000838676 0.00102167 0.00144251 0.00145851 0.000595531 0.00149633 0.000789256 0.00128757 0.00134885 0.00105471 0.00137595 0.00148417 0.00132833 0.000467494 0.00149704 0.00110771 0.00084169 0.00139152 0.00140678 0.00137248 0.000530989 0.000964755 0.00150655 0.00138316 0.00139062 0.00144669 0.00142277 0.000811916 0.00156853
internal_weight=0 673 384 2448 2351 289 1748 115 155 603 97 555 1678 128 174 1550 52 229 534 503 415 139 73 1466 123 389 338 291 209 88
internal_count=3121 673 384 2448 2351 289 1748 115 155 603 97 555 1678 128 174 1550 52 229 534 503 415 139 73 1466 123 389 338 291 209 88
is_linear=0
shrinkage=0.00196078


Tree=4974
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 159 2 2 4 1 2 150 2 4 2 47 1 0 131 131 2 4 475 475 3 3
split_gain=34.3403 5.59177 3.50403 3.10306 1.99452 1.77897 1.10087 1.04567 0.920376 0.919296 0.762859 0.594859 0.557934 0.540666 0.593506 0.511454 0.360538 0.344085 0.382217 0.291672 0.268093 0.29802 0.219788 0.212886 0.296096 0.21125 0.208933 0.347941 0.208237 0.182755
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.14960000000000004 -1.0000000180025095e-35 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.089770000000000016 0.090050000000000005 1.0000000180025095e-35 -0.0091949999999999983 -0.55119499999999988 0.092365000000000017 0.090100000000000013 0.076935000000000017 -0.030209999999999997 0.09031500000000002 0.086835000000000009 0.31358000000000003 -0.0070899999999999991 -0.088274999999999978 -0.10344499999999998 0.090900000000000009 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 6 13 -5 15 -4 25 12 29 17 16 20 -15 -1 26 -3 21 -7 -2 24 -13 -6 27 -19 -28 -11
right_child=1 2 9 7 10 8 -8 -9 -10 11 -12 23 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013175061381275022 0.0011060930564910137 0.00046358615971322283 0.00064587875095169374 0.00095480886216016512 0.0010877459044772591 0.00096121091023786869 0.0012935833676772958 0.00052812697648204384 0.00056871690844968075 0.00036569419494994422 0.00051966271061888508 0.00016630605810247055 0.00025229115212591839 0.00076889441160442264 0.00069520906963122962 0.00069189674197500499 0.0010247439576104023 0.0011137359946594306 0.00099683748082814139 0.00066321680783800482 0.0010590536573874777 0.00077833861127578167 0.00088016029432708143 0.00031660660087013092 -0.0001080676475905028 0.0008571403841970682 0.0010888045576436835 0.00075639638830633717 0.00093079597727393939 0.00060933404397458711
leaf_weight=21 49 191 26 34 21 282 76 63 26 20 24 62 95 23 26 28 267 22 262 33 92 39 25 22 20 56 1134 20 33 29
leaf_count=21 49 191 26 34 21 282 76 63 26 20 24 62 95 23 26 28 267 22 262 33 92 39 25 22 20 56 1134 20 33 29
internal_value=0 0.00052126 0.00045844 0.00102137 0.00059614 0.00103555 0.0010624 0.000677686 0.000927215 0.00029511 0.000824895 0.000258335 0.000339946 0.00105269 0.000979008 0.000948351 0.00100445 0.00106829 0.00106473 0.000492996 0.000965738 0.000938993 0.00102976 0.000145336 9.93856e-05 0.000920033 0.00107945 0.000943574 0.00108434 0.000509889
internal_weight=0 673 599 2448 325 2351 1884 97 467 274 101 248 144 1808 316 441 290 1492 1471 224 413 321 74 104 82 77 1209 42 1167 49
internal_count=3121 673 599 2448 325 2351 1884 97 467 274 101 248 144 1808 316 441 290 1492 1471 224 413 321 74 104 82 77 1209 42 1167 49
is_linear=0
shrinkage=0.00196078


Tree=4975
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 2 4 4 13 3 160 1 12 0 52 2 12 42 133 43 0 403 15 13 133 4 13 15 1
split_gain=1.92582 0.263087 0.243313 0.171654 0.15511 0.141302 0.117361 0.110641 0.10268 0.146426 0.131917 0.129491 0.125512 0.107049 0.105042 0.11202 0.0949276 0.080993 0.0797537 0.0776395 0.110746 0.224025 0.075939 0.117347 0.110201 0.111549 0.102262 0.0753193 0.111129 0.0743088
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.36766000000000004 0.14122000000000004 0.25063000000000007 0.10528000000000001 -0.073934999999999987 -0.078279999999999975 0.092670000000000016 0.05259500000000001 0.10124500000000002 0.086700000000000013 -0.085669999999999982 0.11277500000000001 0.094565000000000024 0.092755000000000018 -0.0060199999999999993 0.11269500000000002 -0.0095349999999999983 -0.086554999999999979 -0.019354999999999994 0.084735000000000019 -0.089109999999999981 -0.14643999999999999 -0.082769999999999982 -0.004174999999999999 -0.033689999999999991 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 8 29 27 14 -10 12 -12 13 -11 19 -16 -17 -14 -4 20 21 -1 23 -22 25 -24 -26 -5 -29 -3
right_child=1 6 18 7 -6 -7 -8 -9 9 10 11 -13 17 -15 15 16 -18 -19 -20 -21 22 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=0.016623503560325704 0.012019571974087741 0.0078917192712348577 0.01428074072199789 0.0041088581145651499 0.0081516198296513829 0.0077511431297241917 -0.0021408145975631973 0.013074254741542973 0.014204754470243773 0.01526692420351285 0.00083171767648309485 0.011949484896930783 0.0025617538159713148 0.012091738508847889 0.014124190437132009 0.0053694848727900537 0.014263657617959238 0.011262954612080333 0.0076181735886184836 0.010870552697004035 0.01704365011304617 0.02850389833162938 0.017439127767518645 0.0076946774320998078 0.016318978422454427 0.0084611859768629078 0.025019568543542516 0.012328879195539391 0.0030766521979655541 0.0040875124714259891
leaf_weight=65 108 72 22 91 54 41 24 25 617 137 20 22 20 472 713 28 21 23 98 26 25 21 31 29 35 25 22 34 21 179
leaf_count=65 108 72 22 91 54 41 24 25 617 137 20 22 20 472 713 28 21 23 98 26 25 21 31 29 35 25 22 34 21 179
internal_value=0 0.00673494 0.013236 0.00889845 0.0134516 0.0135712 0.00453996 0.00692722 0.0136727 0.0130839 0.0120874 0.00665531 0.0124374 0.012806 0.0144142 0.0138063 0.00918127 0.00721588 0.00883964 0.0160743 0.016609 0.0195245 0.0151076 0.0120229 0.0165817 0.0134311 0.0196771 0.00587464 0.00879621 0.00517876
internal_weight=0 554 2567 279 2447 2393 275 171 2352 1311 694 42 652 609 1041 762 49 43 120 279 253 86 167 54 113 56 57 146 55 251
internal_count=3121 554 2567 279 2447 2393 275 171 2352 1311 694 42 652 609 1041 762 49 43 120 279 253 86 167 54 113 56 57 146 55 251
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=31
num_cat=0
split_feature=1 3 12 39 2 4 0 3 14 14 13 4 1 160 16 4 0 157 3 12 50 42 0 160 12 158 133 13 159 151
split_gain=1.55991 0.216343 0.202101 0.163029 0.156715 0.134274 0.154035 0.176504 0.111456 0.120582 0.104522 0.101666 0.0909854 0.0952034 0.117416 0.0829321 0.0746461 0.0727961 0.0693224 0.0779017 0.0709092 0.103212 0.0890896 0.082728 0.210251 0.067229 0.0651896 0.112078 0.0722768 0.0649902
threshold=0.10920500000000001 0.31534000000000006 0.051320000000000005 0.087735000000000021 0.11448000000000001 -0.17966999999999997 -0.014954999999999998 0.11924500000000002 0.062655000000000016 -0.10708499999999999 -0.47860499999999995 0.053180000000000012 0.095950000000000021 -0.046074999999999991 -0.013024999999999998 -0.03898999999999999 -0.079119999999999982 -0.23976499999999998 -0.045649999999999989 0.13597000000000004 0.089465000000000017 0.11720500000000002 -0.071719999999999992 -0.081069999999999989 0.096475000000000019 0.080695000000000003 -1.0000000180025095e-35 -0.15078499999999997 0.078675000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 15 -1 7 8 9 -7 -3 16 13 -11 -15 -2 17 -4 19 20 23 22 -22 24 -18 -13 -6 -28 29 -29
right_child=1 10 11 -5 26 6 -8 -9 -10 12 -12 25 -14 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.013456150348130825 0.015919415336490297 0.0041603855186559523 0.007875738951756998 0.0043178266709207732 0.0015360395010146832 0.016220332557956376 0.0028145461902022366 0.0017279836442321542 0.016731012129009917 0.0050288916006684305 -0.0028890529337028664 0.0094372600128383079 0.006693755824412422 0.0096591039105903276 0.016109617112115737 0.0095252180301392351 0.00042800311930477622 0.013124776429232758 0.0058766571339219816 0.0058803039137274027 0.013930828800948803 0.0091632777980218336 0.020872404043061232 0.011963325767081085 0.013962139891615759 0.013202661683862971 0.0023482744059701629 0.0027346716445338514 0.014194449032656847 0.0094485404033153118
leaf_weight=89 24 58 27 157 27 27 35 25 26 25 33 183 92 86 42 131 22 1232 20 21 64 30 26 407 24 64 37 21 20 46
leaf_count=89 24 58 27 157 27 27 35 25 26 25 33 183 92 86 42 131 22 1232 20 21 64 30 26 407 24 64 37 21 20 46
internal_value=0 0.00606145 0.0119124 0.00693753 0.00828163 0.00998008 0.00911592 0.00979873 0.0104758 0.00987788 0.001604 0.0123199 0.00917892 0.0106733 0.0117757 0.0105153 0.0125713 0.0130122 0.0116674 0.0118623 0.0120816 0.0142429 0.0159362 0.011509 0.00748929 0.0104129 0.0059888 0.00695836 0.00891896 0.00734419
internal_weight=0 554 2567 463 306 447 358 323 298 272 91 2120 245 153 128 155 1873 1259 614 594 573 120 90 453 46 247 151 124 87 67
internal_count=3121 554 2567 463 306 447 358 323 298 272 91 2120 245 153 128 155 1873 1259 614 594 573 120 90 453 46 247 151 124 87 67
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 15 4 0 4 2 4 14 47 16 0 12 0 2 1 4 43 150 15 131 2 160 3 0
split_gain=29.3419 3.68769 3.12527 2.17187 1.74894 1.19884 1.12909 0.837378 0.825803 0.703832 0.691976 0.532328 0.604145 0.468826 0.466129 0.453271 0.420111 0.419536 0.362291 0.321666 0.320492 0.319464 0.312998 0.359366 0.295095 0.27404 0.313863 0.267644 0.291714 0.251
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091200000000000017 0.12958500000000003 0.024640000000000006 0.40124500000000002 -0.23194499999999998 0.033845000000000007 0.14285500000000004 0.27834500000000006 0.076175000000000007 0.081320000000000017 -0.040964999999999994 -0.072894999999999988 0.13597000000000004 -0.13027499999999997 0.11389000000000002 0.10089500000000001 -0.064054999999999987 -0.081374999999999989 0.091105000000000005 -0.03241999999999999 0.082750000000000004 0.31358000000000003 -0.067824999999999983 -0.0025099999999999996 -0.094654999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 13 11 14 -5 -1 16 12 -3 18 20 -8 29 -18 -4 21 22 -11 -6 -24 -23 26 -13 -14 -29 -7
right_child=1 6 5 8 7 10 15 -9 -10 19 -12 25 27 -15 -16 -17 17 -19 -20 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013631101332458795 0.00058240049925537235 0.0006240549229970478 0.00090185884727177266 0.0010143975379895455 0.00057187798730165779 0.0012270209294275131 0.00048932181917391373 0.0011523668255124773 0.00063443668665234658 0.0011211676099111359 0.00091114575157878654 0.00026250771843704275 0.00053309410721546352 0.0013163486830667869 0.00092804596658274067 0.00087452364805477118 0.0010181459762984197 0.00073697447059626242 0.0011201243779831015 0.00076335571483681958 0.00059997633625479311 0.0010077628608354751 0.00094077610063786603 0.00063013837826686079 0.0007398951864765695 0.00044596372783987546 -2.2983569104005309e-05 0.00041341950125194424 0.00017509982217269875 0.0010763140858526608
leaf_weight=22 181 43 30 91 22 48 23 21 29 69 161 57 23 46 41 24 281 22 1151 21 75 64 45 21 21 20 20 39 40 370
leaf_count=22 181 43 30 91 22 48 23 21 29 69 161 57 23 46 41 24 281 22 1151 21 75 64 45 21 21 20 20 39 40 370
internal_value=0 0.000566122 0.00105169 0.000718018 0.000897656 0.00108251 0.000407918 0.000779542 0.000922574 0.00103256 0.00102737 0.000353907 0.000429123 0.00112214 0.000741163 0.000686021 0.00105332 0.000997731 0.00111458 0.000991004 0.000694156 0.00102205 0.000774422 0.000841937 0.000941584 0.00024147 0.000188354 0.000346946 0.000292751 0.00109362
internal_weight=0 590 2531 301 422 2109 289 225 120 197 882 242 145 1227 204 47 721 303 1181 175 163 154 88 66 85 97 77 102 79 418
internal_count=3121 590 2531 301 422 2109 289 225 120 197 882 242 145 1227 204 47 721 303 1181 175 163 154 88 66 85 97 77 102 79 418
is_linear=0
shrinkage=0.00196078


Tree=4978
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 159 1 2 1 150 2 52 2 1 47 0 4 481 16 3 1 10 131 0 12 4 4
split_gain=26.922 4.31947 2.80789 2.25312 1.56258 1.47482 0.96695 0.773238 0.708475 0.659769 0.629379 0.438851 0.420064 0.396211 0.306557 0.301796 0.506324 0.275508 0.262349 0.360805 0.243622 0.241255 0.235288 0.2131 0.207663 0.192758 0.183514 0.222387 0.199247 0.174872
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.40473500000000007 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.15022500000000003 1.0000000180025095e-35 -0.090999999999999984 -0.56176499999999996 0.089775000000000008 0.088975000000000012 0.090100000000000013 -0.10474999999999998 -0.046564999999999988 -0.00058999999999999992 -0.5009849999999999 1.0000000180025095e-35 0.086920000000000011 -1.0000000180025095e-35 0.09031500000000002 0.14486500000000005 0.094835000000000017 0.042705000000000007 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 17 6 13 29 -4 -5 12 18 14 -1 -7 23 20 22 21 -20 -17 -10 -3 -15 -13 -2 27 28 -16 -6
right_child=1 2 8 9 7 10 -8 -9 11 -11 -12 24 -14 15 26 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085982422771035245 0.0011695260027734314 0.00053136041578447286 0.00075763086668955977 0.0010211968590368998 0.0011829837287117898 0.0012212864557902016 0.0013471253131688318 0.00066571603734594058 0.0004426078908556305 0.00068227323702598267 0.00077534366883640375 0.000106403623506719 0.00079756540948060716 0.0011562684524245458 0.001161635538068979 0.0012206993946629625 0.00083113541304586584 0.00079487791814494369 0.00066030215672856446 0.00037514003059191425 0.0010813020022895962 0.00070490824496921372 0.0006694304711167134 0.0011017530634658153 0.00035324394962413025 0.00095794175185409246 0.00085963011486654283 0.00099762018390593156 0.0010140297272817685 0.00096976526227651857
leaf_weight=22 49 98 26 34 21 35 76 32 26 63 41 20 28 918 83 55 29 32 20 116 390 28 92 394 38 25 23 196 61 50
leaf_count=22 49 98 26 34 21 35 76 32 26 63 41 20 28 918 83 55 29 32 20 116 390 28 92 394 38 25 23 196 61 50
internal_value=0 0.00065112 0.000595907 0.00109393 0.000719172 0.00110601 0.00113046 0.000918775 0.000449698 0.000801071 0.00100737 0.000417415 0.0010297 0.00112136 0.00104603 0.00112458 0.00108217 0.000626563 0.000462987 0.000417076 0.00109853 0.000578615 0.000598215 0.0011399 0.000268127 0.00109804 0.00102914 0.0010406 0.00109911 0.00103283
internal_weight=0 673 599 2448 325 2351 1884 103 274 97 467 248 426 1808 398 1786 474 222 190 136 445 54 190 1312 58 74 363 340 144 71
internal_count=3121 673 599 2448 325 2351 1884 103 274 97 467 248 426 1808 398 1786 474 222 190 136 445 54 190 1312 58 74 363 340 144 71
is_linear=0
shrinkage=0.00196078


Tree=4979
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 159 4 2 2 4 52 2 14 1 1 2 47 15 3 3 4 16 43 10 4 12
split_gain=25.7981 4.00128 2.69932 2.33541 1.56637 1.4237 1.17046 1.08294 0.943162 0.714343 0.714039 0.623139 0.506619 0.399555 0.36148 0.326425 0.292213 0.277952 0.262103 0.485176 0.249156 0.237284 0.234624 0.263815 0.232845 0.242472 0.223667 0.214164 0.18826 0.178013
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 0.40473500000000007 0.089885000000000007 0.17025000000000004 0.40945500000000007 -0.56176499999999996 0.094835000000000017 0.097795000000000007 0.086920000000000011 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.053579999999999996 0.30112000000000005 0.0068900000000000012 0.0052350000000000009 -0.12029499999999999 0.064745000000000011 -0.38124499999999995 0.0067750000000000006 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 20 6 7 11 15 -4 -6 17 13 22 -13 -1 -9 -5 24 -20 -3 -17 23 -11 26 -26 -16 -14 29 -19
right_child=1 2 9 5 10 -7 -8 16 -10 12 -12 14 27 -15 18 21 -18 28 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010143160662679832 0.00092566717509383204 0.00043775551566616625 0.00060252149337916712 0.00098680936771328534 0.00086759823901453779 0.00049985027987279576 0.00060345673447299907 0.0012270471205968133 0.00052219964214054071 0.00036626668480297953 0.00050680235408709134 0.0010685909078960631 0.00018762967902672881 0.00024228453566747785 0.00094404180718374374 0.00085625841629271421 0.00095697071366742552 0.0008014631629171678 0.00053392015596762056 0.00088795293471875196 0.00062255424447911023 0.00058450233888004521 0.00026224065827680569 0.00066353014293467078 0.00092450990948988044 0.00079254046009451739 0.00083597680016102218 -6.8078808510429499e-05 0.00079356397533841177 0.00095258836210863863
leaf_weight=26 72 187 26 927 71 28 38 67 71 24 30 46 34 126 405 30 20 33 22 46 33 21 22 22 92 128 90 20 38 326
leaf_count=26 72 187 26 927 71 28 38 67 71 24 30 46 34 126 405 30 20 33 22 46 33 21 22 22 92 128 90 20 38 326
internal_value=0 0.000489093 0.000436263 0.000923974 0.000558281 0.000939298 0.000944699 0.000950488 0.000685207 0.000293316 0.000760431 0.000941822 0.000260899 0.000307656 0.000899665 0.000835513 0.00116496 0.000968217 0.000889741 0.000773413 0.000465475 0.000744359 0.000428785 0.000508436 0.000900804 0.000847728 0.000924394 9.29228e-05 0.000924805 0.000938697
internal_weight=0 667 595 2454 321 2306 2278 2240 148 274 101 2153 248 194 829 77 87 1324 783 68 220 51 68 46 715 220 495 54 397 359
internal_count=3121 667 595 2454 321 2306 2278 2240 148 274 101 2153 248 194 829 77 87 1324 783 68 220 51 68 46 715 220 495 54 397 359
is_linear=0
shrinkage=0.00196078


Tree=4980
num_leaves=31
num_cat=0
split_feature=1 4 12 2 1 15 150 4 0 2 0 4 42 4 15 151 4 0 2 16 16 3 13 1 15 151 2 15 0 3
split_gain=1.76656 0.245013 0.229352 0.168771 0.146589 0.139192 0.117412 0.110324 0.116107 0.106292 0.102097 0.0904361 0.0897144 0.0821902 0.189787 0.0820928 0.100442 0.168696 0.100608 0.0789988 0.0992806 0.0734201 0.0901745 0.0780284 0.0716931 0.0682719 0.0667383 0.0631946 0.0609488 0.0678095
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.14285500000000004 0.08864000000000001 0.050935000000000008 0.084680000000000019 0.40124500000000002 -0.14920999999999998 0.25063000000000007 -0.23194499999999998 0.033845000000000007 0.09112000000000002 -0.064054999999999987 -0.03241999999999999 0.059255000000000009 -0.17966999999999997 -0.0058249999999999994 0.09358000000000001 -0.10850999999999998 0.41553500000000004 -0.13309499999999996 1.0000000180025095e-35 0.12337000000000002 -0.064294999999999977 -1.0000000180025095e-35 0.099185000000000009 -0.13843999999999998 -0.079119999999999982 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 10 12 -2 8 -4 21 -1 28 15 26 -15 16 -6 18 25 -13 -21 -3 23 -23 -22 -18 -12 -20 -10 -30
right_child=1 9 7 -5 5 -7 -8 -9 11 -11 13 19 -14 14 -16 -17 17 -19 27 20 24 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.019188711686398498 0.011131097594128841 0.008478835882153363 0.017704641160651527 0.0033843431879358832 0.016364159197546541 0.01691240007501273 0.0059535488941592279 0.006008416942010323 0.013822180112157587 -0.0019161515675174695 0.016441035451582417 0.012855233115363697 0.0020075230137445036 0.01270745428107483 0.0029471416233314411 0.0029257137887179854 0.0099421067598226588 0.00024629835039377215 0.012237669609575756 0.0056327074983114891 0.014938515881923112 0.0078431085599433691 -0.0018450037449259651 0.0034380990065983499 0.0074642450238267587 0.016174327509361319 0.0096437245595734564 0.0058205474233418188 0.015361289399397838 0.012183934909602744
leaf_weight=22 170 50 58 50 20 21 59 21 1199 24 52 141 20 76 27 20 39 20 21 44 33 61 22 118 21 32 20 57 77 526
leaf_count=22 170 50 58 50 20 21 59 21 1199 24 52 141 20 76 27 20 39 20 21 44 33 61 22 118 21 32 20 57 77 526
internal_value=0 0.00656002 0.0127865 0.0086479 0.010728 0.00912047 0.00979714 0.0132205 0.0132927 0.00444178 0.012768 0.0131673 0.00840592 0.0119608 0.0101489 0.00901821 0.00966292 0.00886988 0.0100274 0.0113395 0.00915877 0.00504971 0.00419669 0.00493925 0.0120319 0.012751 0.0145529 0.00754823 0.0134097 0.0125897
internal_weight=0 554 2567 279 447 250 229 2120 2099 275 197 2041 229 175 103 209 189 169 149 239 98 251 201 179 54 71 72 78 1802 603
internal_count=3121 554 2567 279 447 250 229 2120 2099 275 197 2041 229 175 103 209 189 169 149 239 98 251 201 179 54 71 72 78 1802 603
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 48 1 1 123 0 15 14 1 40 3 3 0 15 1 48 4 0 1
split_gain=39.4143 6.50033 3.22466 3.03523 2.14542 1.94858 1.52404 1.23763 1.46084 1.08133 1.01094 0.954558 0.705568 0.604055 0.56938 0.459511 0.433688 0.429524 0.383379 0.374965 0.369661 0.302315 0.398987 0.299665 0.343691 0.554822 0.262721 0.251284 0.249637 0.249089
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.13501500000000002 0.077845000000000011 0.062655000000000016 -0.015314999999999997 0.086920000000000011 0.122715 0.10695000000000002 -0.095504999999999993 -0.095869999999999983 0.062655000000000016 0.16175000000000003 -0.077714999999999992 0.31299000000000005 -0.017889999999999996 0.18019500000000002 -0.040804999999999994 0.093100000000000002 0.081805000000000017 -0.013125 -0.067624999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 11 20 -8 -9 12 -4 13 -7 -1 27 21 17 -15 23 -6 -3 22 -10 24 25 -14 -12 -2 -18 -26
right_child=1 4 10 -5 19 9 7 8 15 -11 26 -13 18 16 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0012652671238096295 0.001239305318384287 0.00051169769416856191 0.0011602111974684129 0.00063355327505043536 0.00032976311571618127 0.0008548038776391764 0.001130989835320178 0.0010372035069013733 0.00039703898083150776 0.00084544369147016116 0.00055278822265297561 0.0014889390322696098 0.0011401341672258169 0.0012063859599311146 0.00085702540958709533 0.0002988039995921927 0.0012198965696403668 0.00087844099416564019 0.0014166244742279596 3.4177429012321173e-05 0.00026813918705481817 0.00044753154878917674 0.00068982533870282699 0.0009171724239108609 0.0011742228293595183 0.00084200727993546574 0.00080682117045574977 0.0010522122307500316 0.0010385575430358158 0.0012985558901243016
leaf_weight=1085 69 46 28 84 77 30 21 30 21 48 24 62 312 28 29 21 332 34 22 21 50 37 121 20 236 26 45 46 32 84
leaf_count=1085 69 46 28 84 77 30 21 30 21 48 24 62 312 28 29 21 332 34 22 21 50 37 121 20 236 26 45 46 32 84
internal_value=0 0.000660546 0.00119633 0.000929763 0.00052261 0.00121079 0.000594963 0.000675327 0.000633723 0.00113052 0.000845977 0.00125049 0.00114926 0.0012407 0.00110255 0.000573201 0.00117813 0.00102655 0.00116188 0.000266423 0.000384844 0.000605393 0.000646526 0.00115362 0.0011608 0.0011172 0.000718462 0.00116447 0.00120395 0.00120686
internal_weight=0 673 2448 228 445 2351 347 251 230 778 97 1573 730 1511 144 200 426 62 700 98 96 179 142 678 658 338 69 115 364 320
internal_count=3121 673 2448 228 445 2351 347 251 230 778 97 1573 730 1511 144 200 426 62 700 98 96 179 142 678 658 338 69 115 364 320
is_linear=0
shrinkage=0.00196078


Tree=4982
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 2 15 0 47 4 3 0 160 0 13 47 4 16 4 1 150 157 42 1455 133 151 4 4 3 2
split_gain=1.64527 0.232932 0.213654 0.148833 0.135518 0.127938 0.121207 0.104681 0.105144 0.0988819 0.10214 0.134268 0.117386 0.113308 0.104351 0.0908 0.0862262 0.105624 0.0841234 0.093821 0.0821901 0.0818747 0.0756556 0.0742303 0.0727187 0.0702668 0.0880948 0.155326 0.0899577 0.081691
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.11411 0.08864000000000001 0.31358000000000003 0.050935000000000008 -0.036484999999999997 0.090280000000000013 0.40124500000000002 -0.14186499999999996 -0.064754999999999993 -0.080719999999999986 -0.13843999999999998 0.030370000000000005 0.077555000000000013 0.024790000000000003 -0.16075999999999999 -0.15764999999999998 0.12337000000000002 0.091355000000000006 -0.051074999999999988 0.09112000000000002 0.068185000000000009 0.094195000000000015 0.059255000000000009 -0.17966999999999997 -0.0047449999999999992 0.090900000000000009 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 15 18 22 8 -2 10 14 13 -13 -12 -4 -1 -15 -18 -3 20 -20 -16 25 -19 -21 26 -6 29 -29 -28
right_child=1 5 9 -5 6 -7 -8 -9 -10 -11 11 12 -14 16 21 -17 17 23 19 24 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.011429025155112391 0.017984533429731647 0.0099624334278309509 0.01845731842632015 0.0057930987236593946 0.015581700345501305 -0.0023156050410445615 0.016085038019255513 0.0061095854026811704 0.010599818165121858 0.0059373637306548302 0.006213689550757409 0.0028202757611870766 0.01093782481367477 0.013248777647367996 0.01804643830077516 0.017488324939241184 0.013916353100015747 0.0079273180244247964 0.008401963128441518 0.0041728134802436158 0.0024795978902764017 0.011667735044714772 0.0022713950253091752 0.014145164440075556 -0.001831426447176415 0.0030727724125608805 0.0072272524901631262 0.014173120720312 0.0079734043683856726 -0.00012314932066060248
leaf_weight=168 31 36 62 73 20 23 21 26 51 21 25 20 163 1526 27 29 77 96 96 164 31 79 20 24 23 20 54 50 44 21
leaf_count=168 31 36 62 73 20 23 21 26 51 21 25 20 163 1526 27 29 77 96 96 164 31 79 20 24 23 20 54 50 44 21
internal_value=0 0.0063374 0.0123463 0.00928098 0.0103595 0.00490902 0.0088139 0.0116385 0.0133916 0.0127653 0.0128336 0.0126278 0.0100507 0.0128976 0.0151986 0.012321 0.0129946 0.0110257 0.00538378 0.00485884 0.00695635 0.0132925 0.00814711 0.00917089 0.00343432 0.00870938 0.00930585 0.00856314 0.0112711 0.00516914
internal_weight=0 554 2567 181 447 373 250 108 82 2120 2099 1931 183 1748 168 197 1723 197 350 314 127 106 229 120 187 209 189 169 94 75
internal_count=3121 554 2567 181 447 373 250 108 82 2120 2099 1931 183 1748 168 197 1723 197 350 314 127 106 229 120 187 209 189 169 94 75
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=31
num_cat=0
split_feature=1 52 1 12 15 1 123 50 51 43 43 12 4 0 15 16 15 4 16 42 41 4 48 3 0 48 1456 42 16 11
split_gain=1.33267 0.197986 0.177395 0.17306 0.11434 0.114585 0.110109 0.117697 0.0940939 0.092269 0.0977524 0.0843577 0.0835679 0.116299 0.0724303 0.0755705 0.100373 0.0687292 0.0684206 0.0601427 0.0586108 0.0570771 0.109906 0.103032 0.125871 0.0628782 0.0559554 0.0819672 0.0719403 0.107541
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.051320000000000005 0.035560000000000008 0.08864000000000001 0.12067000000000001 0.10883000000000001 -0.24351499999999995 0.084740000000000024 -0.23229999999999998 0.11734000000000001 0.40124500000000002 -0.14832499999999996 -0.11713499999999999 0.15273500000000004 -1.0000000180025095e-35 -0.013514999999999998 -0.11118499999999999 0.09112000000000002 0.079395000000000007 -0.0047449999999999992 -1.0000000180025095e-35 -0.0063699999999999989 -0.067094999999999988 0.084855000000000014 0.056265000000000009 0.08426500000000002 -0.010264999999999998 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 14 7 8 -3 10 -10 12 13 20 -1 16 -16 -9 -4 21 -5 23 -23 24 -7 -24 28 -28 -15 -30
right_child=1 2 18 11 -6 19 -8 17 9 -11 -12 -13 -14 26 15 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.015258066680539271 0.011705615421757104 0.011510561810185511 0.0031136533878452612 0.018979750911239535 0.013934752510006851 0.0066855187096246859 -0.0014391701528802515 0.014514238761899912 0.011219162228517236 0.0098890212424365548 0.0039834896893426114 0.0084394130928056501 0.0053436274307646922 0.011819724549718712 0.010405393190620865 0.012791270927859928 0.0034173461248076728 0.0076218439110865193 -0.0035616456797080381 0.0020442556566558781 0.012442392646335065 0.0039186898411975963 0.014725283667212354 0.010093842410983947 -0.0029910372383892539 0.0089530567112176326 0.01627947886916414 0.011801119931252269 0.0099245427459986376 0.014036016475219099
leaf_weight=29 50 24 34 32 48 41 20 23 20 35 281 87 21 1196 61 53 31 39 28 20 24 27 32 39 20 46 59 133 495 73
leaf_count=29 50 24 34 32 48 41 20 23 20 35 281 87 21 1196 61 53 31 39 28 20 24 27 32 39 20 46 59 133 495 73
internal_value=0 0.00570366 0.00510823 0.0111117 0.00932358 0.00876885 0.00581088 0.00615448 0.00546143 0.00502934 0.00446427 0.0114887 0.0116192 0.0116847 0.0106959 0.00978348 0.00805073 0.0101787 9.90022e-05 0.0072786 0.016178 0.00778927 0.00941766 0.00607945 0.00351288 0.0113211 0.0115561 0.0131773 0.0113796 0.010453
internal_weight=0 554 504 2567 447 399 442 422 360 336 301 2120 2033 2012 174 145 92 62 62 225 56 205 105 100 61 78 1956 192 1764 568
internal_count=3121 554 504 2567 447 399 442 422 360 336 301 2120 2033 2012 174 145 92 62 62 225 56 205 105 100 61 78 1956 192 1764 568
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=31
num_cat=0
split_feature=1 2 12 1 12 2 34 50 475 12 12 13 14 14 31 43 4 2 2 3 15 3 1 2 3 12 129 16 16 52
split_gain=1.07946 0.168828 0.147055 0.142825 0.15954 0.113382 0.0979339 0.0909623 0.0819156 0.109919 0.0790791 0.0769393 0.0745329 0.0724938 0.0705052 0.0696623 0.145508 0.0674243 0.0994914 0.087712 0.0665559 0.0659525 0.123965 0.0708689 0.0654813 0.0685017 0.0759372 0.0610163 0.0616119 0.0950456
threshold=0.10920500000000001 0.13754500000000003 1.0000000180025095e-35 0.089770000000000016 0.087215000000000015 0.13501500000000002 -0.021334999999999996 0.086295000000000011 -0.086004999999999984 1.0000000180025095e-35 0.092465000000000006 -0.099939999999999987 0.062655000000000016 -0.46166999999999997 -0.077289999999999984 -0.52440999999999993 -0.51843499999999987 0.11067500000000001 -1.0000000180025095e-35 -0.017889999999999996 0.035560000000000008 -0.11255999999999998 0.080000000000000016 0.092365000000000017 0.10299500000000002 0.095780000000000018 0.102035 -0.067914999999999989 -0.090054999999999982 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 8 12 14 -3 -5 20 -4 -12 15 -8 -2 -1 -17 18 -15 -19 -10 22 23 -18 25 -23 27 28 -27 -30
right_child=1 7 10 4 -6 -7 13 -9 9 -11 11 -13 -14 17 -16 16 21 19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0048092205246741127 0.0040634750645901808 0.0010646040675413536 0.013870691463351251 0.012919324040412903 0.010066278124560346 0.0056120000674127375 0.011042098427424207 0.0067250205883504569 0.0063516214687196126 -0.00083911131136119369 0.0020258175890194253 0.0088090862859697902 0.013520594322835679 0.0039919389342820202 -0.0027743675708770755 0.01685569486539212 0.012062502320234975 -0.001588075179218625 0.012840859902401768 0.0052490103692032913 0.012404665201902391 0.010856283871671941 0.0007638813555240631 0.0054220036901533606 0.0049359289552306854 0.008377937891302591 0.0033932585793081671 0.0082950277553660978 0.015331504072269631 0.0079723578644916426
leaf_weight=22 38 122 25 20 342 48 24 37 198 20 20 102 80 27 25 35 45 24 24 86 20 1368 20 25 21 47 21 155 54 26
leaf_count=22 38 122 25 20 342 48 24 37 198 20 20 102 80 27 25 35 45 24 24 86 20 1368 20 25 21 47 21 155 54 26
internal_value=0 0.00513329 0.00624086 0.0100005 0.00864998 0.0104125 0.00475535 0.00238181 0.00677255 0.00625602 0.00874701 0.00769708 0.0105326 0.005915 0.00135005 0.0104026 0.0104703 0.00515071 0.00815614 0.00375728 0.00690695 0.0103449 0.00770711 0.0096909 0.0104852 0.010555 0.0091945 0.00962651 0.0112515 0.0129398
internal_weight=0 554 395 2567 600 1967 248 159 258 238 147 122 1919 185 63 1839 1817 161 51 110 218 1782 90 70 1692 1671 303 282 127 80
internal_count=3121 554 395 2567 600 1967 248 159 258 238 147 122 1919 185 63 1839 1817 161 51 110 218 1782 90 70 1692 1671 303 282 127 80
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 4 2 1 14 2 11 4 3 15 1 12 2 1 52 11 13 4 48 39 47 0 160
split_gain=49.2793 7.99079 4.81345 3.62811 2.72248 2.19165 1.90624 1.52712 1.33008 1.32096 1.24755 1.02114 0.854177 0.604345 0.582476 0.43634 0.388969 0.327837 0.376252 0.369978 0.32235 0.277063 0.258785 0.251729 0.232233 0.228766 0.22636 0.221821 0.249814 0.207201
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.14960000000000004 1.0000000180025095e-35 0.27834500000000006 -0.11171999999999999 -0.086849999999999997 0.088975000000000012 0.095780000000000018 0.099185000000000009 0.086920000000000011 -0.034054999999999995 0.082485000000000017 -1.0000000180025095e-35 0.022185000000000003 0.016865000000000002 0.10076500000000001 0.090100000000000013 -0.23091999999999999 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 10 27 6 11 12 -6 13 16 20 14 15 25 21 -1 18 -17 -19 -5 -8 -15 29 -20 -4 -18 28 -3 -16
right_child=1 2 7 5 8 -7 9 -9 -10 -11 -12 -13 -14 22 23 17 26 19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097386557974067384 0.00096315791920765505 0.00047530472550556813 0.00045111563131340225 0.0010356219459135589 0.00085123660675608809 0.00032954823079646802 0.00055663288662246636 0.00046839444100003934 0.00036743604410192319 0.00054778756083210872 0.00045924506106304606 0.0012771958658118654 -0.0001265548707683404 0.0012558486905752445 0.00016273030277201865 0.00097493116710472042 0.0008367349837587522 0.00057987614689185665 0.00091290877622557441 0.00091019119615392652 0.00096867097211875424 0.00084747798180136722 0.0010130910013225014 0.00021744589879297223 0.00078341992429460953 0.00016438070584234653 0.00054526305300932299 0.00047706502112900294 0.0002755900356576494 -5.256173094258415e-05
leaf_weight=36 76 28 23 927 74 20 20 37 31 37 67 60 79 25 23 379 21 22 213 32 394 34 52 27 71 20 20 33 172 68
leaf_count=36 76 28 23 927 74 20 20 37 31 37 67 60 79 25 23 379 21 22 213 32 394 34 52 27 71 20 20 33 172 68
internal_value=0 0.000363344 0.000289221 0.000956771 0.000446258 0.000975786 0.00098149 9.76017e-05 0.0007084 0.000910448 0.000654898 0.00102702 4.04378e-05 0.000926272 0.000122378 0.00090973 0.000825141 0.000922531 0.000934497 0.000775618 0.00101565 0.000739758 0.00109191 5.11834e-05 0.000880537 0.000317751 0.000694554 0.000328125 0.00030355 1.85274e-06
internal_weight=0 691 615 2430 338 2286 2266 277 105 885 144 1381 240 848 161 771 77 717 663 54 1321 54 77 118 284 43 41 233 200 91
internal_count=3121 691 615 2430 338 2286 2266 277 105 885 144 1381 240 848 161 771 77 717 663 54 1321 54 77 118 284 43 41 233 200 91
is_linear=0
shrinkage=0.00196078


Tree=4986
num_leaves=31
num_cat=0
split_feature=1 3 12 39 2 3 43 150 43 12 376 2 12 1 43 156 16 52 4 4 2 160 4 1213 0 0 1429 474 16 156
split_gain=1.07993 0.166775 0.142942 0.132429 0.121144 0.099787 0.100009 0.0980501 0.0899884 0.0866673 0.0823862 0.0793377 0.0711459 0.119877 0.0991745 0.0719653 0.0677667 0.0717099 0.0596016 0.0595339 0.0592076 0.0703464 0.0585273 0.0858491 0.10056 0.0645999 0.0566407 0.0563843 0.0657663 0.074055
threshold=0.10920500000000001 0.31370500000000007 0.051320000000000005 0.087735000000000021 0.11448000000000001 0.11924500000000002 -0.074359999999999996 0.10980500000000001 -0.085594999999999991 -0.42850999999999995 0.083785000000000012 0.15950500000000004 0.087830000000000005 0.089875000000000024 0.093175000000000022 0.091015000000000013 -0.054549999999999994 -0.088614999999999985 -0.03898999999999999 -0.031404999999999995 0.090790000000000023 -0.087429999999999994 0.00063500000000000004 0.11146500000000001 -0.081784999999999983 -0.092404999999999973 -1.0000000180025095e-35 0.10008000000000002 -0.0051099999999999991 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 18 6 8 20 16 -3 -10 -11 13 14 15 26 -1 -18 -2 -6 -8 -22 23 25 -25 -14 -4 28 -27 -30
right_child=1 9 12 -5 19 -7 7 -9 10 11 -12 -13 22 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.013333935104310513 0.013443699766260885 0.0051810137555003168 0.015338763389237493 0.0032783113693251945 0.0092686504293233163 0.0024731232992053266 0.011695651085431542 0.0029832752499108512 -0.00092246089596301315 0.0014472497941460461 0.0063280750387569975 -0.005880313864062456 0.012569061135743848 0.003796592657454312 0.017168626066297293 0.0048480553750414402 0.011225024876849992 0.0036566818072911234 0.0080029142925515783 0.0039082657200888507 0.013205343860856915 0.0074931941830463896 0.0083691022019969762 0.019141102458039919 0.010730396645521979 0.0098902593460861946 0.010752170401127104 0.012859711196253319 0.0070256197775468657 0.010797530005386632
leaf_weight=22 24 35 28 157 25 30 121 21 25 45 42 22 72 24 25 20 21 31 125 121 27 107 314 21 44 552 701 46 203 70
leaf_count=22 24 35 28 157 25 30 121 21 25 45 42 22 72 24 25 20 21 31 125 121 27 107 314 21 44 552 701 46 203 70
internal_value=0 0.0048004 0.00966868 0.00562461 0.00687332 0.00804358 0.00844433 0.00955123 0.00627764 0.00114799 0.00362265 -0.000958816 0.0100113 0.010757 0.0109728 0.010766 0.00868148 0.00671313 0.00887928 0.00482614 0.0100921 0.00864415 0.00956125 0.00993261 0.0134477 0.00969032 0.0109283 0.00945235 0.00926236 0.00799278
internal_weight=0 554 2567 452 295 447 417 276 141 102 67 67 2120 798 774 749 74 52 149 146 255 134 1322 1008 65 943 729 871 825 273
internal_count=3121 554 2567 452 295 447 417 276 141 102 67 67 2120 798 774 749 74 52 149 146 255 134 1322 1008 65 943 729 871 825 273
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 4 2 11 0 52 2 3 0 12 11 1 50 49 13 2 4 40 47 4 3
split_gain=21.3916 2.60274 2.42674 1.43392 1.39243 1.00467 0.86256 0.738573 0.730485 0.698669 0.672624 0.536285 0.421038 0.408017 0.369366 0.441451 0.483473 0.35729 0.351583 0.338654 0.318896 0.298735 0.296363 0.293418 0.344344 0.269728 0.242538 0.232329 0.241765 0.372659
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 -0.16363499999999997 0.10803500000000001 0.033845000000000007 0.11389000000000002 1.0000000180025095e-35 -0.097024999999999986 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 -0.12333499999999999 0.13597000000000004 0.080150000000000013 0.12958500000000003 0.041865000000000006 -0.012034999999999999 -0.47860499999999995 0.31358000000000003 -0.04890499999999999 -0.077714999999999992 0.077555000000000013 -0.059649999999999988 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 7 12 26 -6 20 13 27 17 -8 15 16 -10 -4 -15 -14 -9 23 -2 -7 -25 -11 -3 28 -1 -30
right_child=1 5 6 -5 8 21 10 9 14 25 -12 -13 19 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00091149569199711403 0.00055597739732440778 0.00036698043234228923 0.00064850799155001537 0.00042056281654589636 0.00086869723779125206 0.00030968873388069202 0.0010641443062791819 0.000859465939449329 0.00048053571269573536 0.00062901412702950779 0.00072754775925235396 0.00052886060513755218 0.0011926407307370605 0.00086106399028978541 0.00076888786836861551 0.0003629423015106391 0.00080011629444711352 0.00091309797544837656 0.00062461530051979364 0.00094185794517553294 0.00051736616803442731 0.00037477326143504409 0.00081933253751996222 0.00016335559397685743 -0.00016270049742660392 0.00038697119223391233 0.00016294960354381008 0.0010016665730317716 0.00082740516047823554 0.00055432603931894486
leaf_weight=71 20 42 20 74 31 22 37 22 52 20 171 22 37 735 23 54 28 1037 25 47 20 23 92 33 20 154 48 33 83 25
leaf_count=71 20 42 20 74 31 22 37 22 52 20 171 22 37 735 23 54 28 1037 25 47 20 23 92 33 20 154 48 33 83 25
internal_value=0 0.00044043 0.000855027 0.000632364 0.000719296 0.000352064 0.000882185 0.000407399 0.000593638 0.000469581 0.000839134 0.000820252 0.00091871 0.000863075 0.000539328 0.000499925 0.000592389 0.000908092 0.000853286 0.00105232 0.000696561 0.000179282 0.000772305 0.000119332 4.03156e-05 0.000414792 0.000258164 0.00085049 0.00082262 0.000764192
internal_weight=0 590 2531 186 422 404 2109 306 188 216 968 234 1141 797 157 134 80 1057 760 84 42 98 112 75 53 174 90 212 179 108
internal_count=3121 590 2531 186 422 404 2109 306 188 216 968 234 1141 797 157 134 80 1057 760 84 42 98 112 75 53 174 90 212 179 108
is_linear=0
shrinkage=0.00196078


Tree=4988
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 44 2 2 1 2 14 12 11 1 4 1 43 16 123 47 3 1 10 49 133 133 3 1
split_gain=23.2463 3.71058 2.40713 1.98449 1.51034 1.179 0.990143 0.77462 0.731245 0.694112 0.678863 0.58917 0.53952 0.329422 0.309708 0.472952 0.618812 0.305046 0.281056 0.244441 0.319526 0.221615 0.233968 0.221244 0.215669 0.208693 0.274251 0.274148 0.253538 0.202429
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.094585000000000016 0.089885000000000007 0.10672500000000001 0.09253500000000002 0.17025000000000004 0.062655000000000016 0.11586 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.086920000000000011 -0.14792499999999997 -0.39185999999999993 0.10695000000000002 0.090100000000000013 1.0000000180025095e-35 0.11588000000000001 -0.38124499999999995 0.10084500000000002 0.076280000000000014 0.087415000000000007 -0.11171999999999999 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 11 12 23 -5 13 17 19 15 25 -17 -1 -16 -4 -21 22 -3 -6 -13 26 28 -28 -10 -20
right_child=1 2 7 10 9 -7 -8 -9 14 -11 -12 24 -14 -15 18 16 -18 -19 29 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00098091043028041914 0.00092696749619441618 0.00038682075556422605 0.00024486174401575593 0.00087191301173473578 0.00096811987970973933 0.00062664199013299506 0.00055664578223738645 0.00067353607744722232 0.00072394030481561119 0.00050694131323707713 0.00052997892674727317 0.00020377812820786894 0.0011529125780827898 0.00057696010260020985 0.00081306659137390122 0.00093678860332952493 0.00054316005842478768 0.00091654698028555679 0.0012380488260703927 0.00046287677147521805 0.00018723467680328458 0.00062791391093764218 0.00052563110254867272 0.00075122962838046546 -5.5780495498694624e-05 0.00083226302571692108 0.0011258922646202431 0.00093771571452246592 0.00089650171204734748 0.0010001377931359405
leaf_weight=930 72 97 97 34 40 48 26 22 37 28 65 32 59 20 21 28 34 407 20 61 22 33 90 33 20 144 34 239 284 44
leaf_count=930 72 97 97 34 40 48 26 22 37 28 65 32 59 20 21 28 34 407 20 61 22 33 90 33 20 144 34 239 284 44
internal_value=0 0.000506551 0.000455677 0.000919364 0.000570901 0.000930797 0.000937125 0.000320688 0.000941462 0.000769403 0.000647411 0.000289884 0.000969415 0.000338227 0.000897369 0.000885413 0.000720928 0.000961317 0.0010099 0.000311701 0.000389815 0.000479771 0.000453628 0.000870074 0.000103948 0.000899231 0.000915466 0.000961152 0.000876611 0.00107448
internal_weight=0 667 595 2454 321 2355 2307 274 2281 101 99 252 1396 200 885 800 62 1337 85 180 83 220 187 73 52 738 594 273 321 64
internal_count=3121 667 595 2454 321 2355 2307 274 2281 101 99 252 1396 200 885 800 62 1337 85 180 83 220 187 73 52 738 594 273 321 64
is_linear=0
shrinkage=0.00196078


Tree=4989
num_leaves=31
num_cat=0
split_feature=1 4 12 3 157 2 3 14 43 2 150 2 4 3 0 0 160 13 43 39 52 4 16 50 157 2 13 149 51 2
split_gain=1.13018 0.172751 0.149074 0.119879 0.159884 0.111478 0.0949117 0.101498 0.121006 0.088884 0.0856039 0.0851464 0.0766597 0.0770051 0.0954943 0.0969134 0.095827 0.0784068 0.0753407 0.114931 0.0724248 0.069385 0.0871467 0.147243 0.0656588 0.0726323 0.0635048 0.0628196 0.0626076 0.0701463
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.07793499999999999 -0.077384999999999995 0.14285500000000004 0.11924500000000002 0.081185000000000021 -0.074359999999999996 0.25063000000000007 0.10980500000000001 -1.0000000180025095e-35 0.40124500000000002 -0.14186499999999996 -0.064754999999999993 -0.13843999999999998 -1.0000000180025095e-35 -0.11122999999999998 -0.095049999999999982 0.084405000000000008 0.0046550000000000003 0.024790000000000003 -0.090764999999999985 -0.099524999999999988 -0.052249999999999991 0.10699500000000002 -0.06977499999999999 0.07770500000000001 0.13995500000000002 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -5 11 7 8 18 27 -10 -6 13 17 15 -15 -16 -4 -1 -20 24 28 -23 -24 -19 -26 -13 -3 29 -17
right_child=1 9 12 4 5 -7 -8 -9 10 -11 -12 26 -14 14 16 21 -18 20 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0088789612948894491 0.010357969463118078 0.0032403684414386361 0.016080609030566764 -0.0029768684413284067 0.0022477022197563202 0.00187024886337375 0.002841441156342626 0.014715063643570132 0.010067938112620391 -0.0026392278765949113 0.0034064261009916666 0.0062487806201845944 0.0042717272149665015 0.0042111611589789391 0.0035216778633184731 0.010641396140031635 0.0091631662505197112 0.016610971427200218 -0.0018692855063515406 0.0063385072077912583 0.006061156085469639 0.010347558079099064 0.01097661487645272 0.0020026514238518913 0.013150341217018045 0.0067416092447404354 0.010781300077687248 0.0088347905823452904 0.0066470234629672931 0.013583593052367919
leaf_weight=50 68 229 43 20 24 42 30 26 237 24 21 56 21 25 38 1403 145 26 24 59 23 123 33 41 48 28 69 22 37 86
leaf_count=50 68 229 43 20 24 42 30 26 237 24 21 56 21 25 38 1403 145 26 24 59 23 123 33 41 48 28 69 22 37 86
internal_value=0 0.00495345 0.00993371 0.0067066 0.00552985 0.00642061 0.00827411 0.00866495 0.00826264 0.00317479 0.00952572 0.00770326 0.0102836 0.0103438 0.0101651 0.0103927 0.00799171 0.0123973 0.00581246 0.00396517 0.0111302 0.0104824 0.00871618 0.00600455 0.0122732 0.0107892 0.00875073 0.00373072 0.0107104 0.0108113
internal_weight=0 554 2567 279 211 191 447 417 391 275 258 149 2120 2099 1931 1748 183 168 133 83 125 1723 197 74 102 76 125 251 1526 1489
internal_count=3121 554 2567 279 211 191 447 417 391 275 258 149 2120 2099 1931 1748 183 168 133 83 125 1723 197 74 102 76 125 251 1526 1489
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=31
num_cat=0
split_feature=1 1 12 155 44 10 2 2 2 4 49 475 1 16 131 13 12 12 42 15 49 47 4 42 16 16 0 16 12 4
split_gain=0.915443 0.148868 0.12075 0.114696 0.118725 0.106877 0.089197 0.133245 0.0853158 0.0835238 0.11929 0.0929947 0.117889 0.079846 0.0703194 0.0702311 0.0656372 0.0621349 0.077137 0.0617104 0.0808359 0.0851041 0.0704461 0.0690702 0.060661 0.0628616 0.0628118 0.0596543 0.090085 0.0565525
threshold=0.10920500000000001 0.14262000000000002 0.051320000000000005 0.084785000000000013 0.083555000000000018 -0.074314999999999978 0.11682500000000001 -1.0000000180025095e-35 0.10912000000000001 -0.17966999999999997 -0.087004999999999985 -0.074744999999999992 0.095950000000000021 -0.50339499999999993 0.093840000000000021 -0.01163 0.096395000000000022 0.099815000000000015 -0.069529999999999995 -0.41942499999999994 -0.048674999999999989 0.11312500000000002 0.51388000000000011 0.094525000000000012 -0.034884999999999992 -0.36241499999999999 -0.084804999999999978 -0.090344999999999995 -0.042789999999999988 0.51164000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 6 -3 7 13 16 -1 -11 -12 24 -2 29 -15 -9 -4 -19 22 -21 23 -8 -22 25 -13 -26 -14 -29 -7
right_child=1 5 17 -5 -6 14 19 8 -10 10 11 12 27 15 -16 -17 -18 18 -20 20 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.010188261792848536 0.0072018969147533279 -0.0050810352750969212 0.0094902179009727985 0.010942055674439129 0.012139927551505112 0.0023786685658628718 0.0082486721764629088 0.013790021883323789 0.0045891689528635114 0.01249370701103048 0.00077923445576994583 0.011501508586756561 0.0068744652781918244 0.0033336760702006745 -0.0024829894863069059 -0.0040639929340354035 0.0077427663481794296 0.01028668482548295 0.0070004054705803224 0.0045852485464517182 -0.0075116008952526118 0.0040504124500633535 0.0017453728348857936 0.00034141142144411183 0.013226209566133415 0.0055525334098209178 0.0069430298359992983 0.0047924828769264783 -0.0029896343749160658 0.008727581746861687
leaf_weight=89 26 22 1784 33 21 47 36 28 49 33 29 23 56 33 20 21 50 103 233 48 21 24 31 24 41 78 26 51 21 20
leaf_count=89 26 22 1784 33 21 47 36 28 49 33 29 23 56 33 20 21 50 103 233 48 21 24 31 24 41 78 26 51 21 20
internal_value=0 0.0044581 0.00894034 0.0052694 0.00481503 0.00114593 0.00442163 0.00584563 0.00785928 0.0074467 0.00676514 0.00618347 0.00671294 0.00264896 0.00272057 0.000456805 0.00991358 0.00925527 0.00800781 0.00281962 0.00143378 -0.000758548 0.00523968 -0.00332333 0.00845491 0.00690725 0.010788 0.0044266 0.0025227 0.00427387
internal_weight=0 554 2567 445 412 109 391 207 127 447 358 325 296 80 87 54 78 2120 336 184 117 69 67 45 168 101 67 128 72 67
internal_count=3121 554 2567 445 412 109 391 207 127 447 358 325 296 80 87 54 78 2120 336 184 117 69 67 45 168 101 67 128 72 67
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 14 2 34 0 0 1 4 0 12 0 4 15 16 150 151 2 15 10 13 47
split_gain=19.9961 2.43336 2.17847 1.47848 1.19913 0.855482 0.765604 0.593965 0.579595 0.545801 0.501182 0.44018 0.497549 0.439339 0.43476 0.393415 0.369322 0.338196 0.338034 0.316564 0.288013 0.314829 0.284595 0.230086 0.232519 0.229259 0.201388 0.266476 0.201003 0.181457
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.12958500000000003 0.23246000000000003 -0.27825499999999997 0.033845000000000007 0.076175000000000007 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23194499999999998 0.10293500000000001 0.27834500000000006 -0.10011499999999998 0.13597000000000004 -0.13027499999999997 -0.059649999999999988 -0.03241999999999999 -0.040964999999999994 0.084335000000000007 -1.0000000180025095e-35 0.099185000000000009 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 14 10 11 29 -6 17 19 12 -3 15 -1 23 -14 -7 -19 -4 25 -22 -8 24 -10 -16 -13 -28 -18 -5
right_child=1 6 5 7 8 9 22 -9 13 -11 -12 26 16 -15 20 -17 28 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010983909382327143 0.00046731615728236189 0.00016933149814378463 0.00069949759370610174 0.00095890302988759651 0.00088281348298967265 0.0010641494215606084 0.00040562385349881413 0.00055970251792512914 0.0005949644443324155 0.00073783452137869004 0.0011180999187811358 0.00029234993900686008 0.00056764163046910446 0.00032215479632663902 0.00096746559909128324 0.00048705037814990228 0.00026649822356248959 0.00085948578027549005 0.00062767384683384614 0.00091447868815679927 0.00080235866739407911 0.00055239683348646173 0.00070455115976335574 0.00058020249974257657 0.00083473922052874157 0.00072108760494373598 0.00024250025251040271 -3.6014259286767456e-05 0.00048599877277228791 0.00076721773754229465
leaf_weight=22 178 45 27 34 30 30 25 41 23 171 46 32 39 21 53 56 53 742 25 1068 76 26 24 47 48 20 25 28 23 43
leaf_count=22 178 45 27 34 30 30 25 41 23 171 46 32 39 21 53 56 53 742 25 1068 76 26 24 47 48 20 25 28 23 43
internal_value=0 0.000454648 0.000855494 0.000580146 0.000726894 0.000881227 0.000328297 0.000750346 0.000629092 0.000838352 0.000917601 0.000283549 0.000344127 0.000590058 0.000838597 0.000622391 0.000412525 0.000859918 0.00085193 0.000909178 0.000805937 0.000738643 0.000552037 0.00068662 0.000757066 0.000899965 0.000169521 9.53605e-05 0.000332926 0.000851858
internal_weight=0 590 2531 296 422 2109 294 118 225 968 1141 245 160 195 197 174 115 797 767 1095 175 102 49 118 71 73 85 53 76 77
internal_count=3121 590 2531 296 422 2109 294 118 225 968 1141 245 160 195 197 174 115 797 767 1095 175 102 49 118 71 73 85 53 76 77
is_linear=0
shrinkage=0.00196078


Tree=4992
num_leaves=31
num_cat=0
split_feature=1 3 39 9 44 2 0 14 2 393 41 4 2 0 4 2 43 159 51 15 133 133 43 11 475 132 3 43 401 133
split_gain=0.85161 0.143799 0.117874 0.117751 0.117174 0.12232 0.125647 0.111318 0.110703 0.101519 0.101311 0.080122 0.0793195 0.0775253 0.158182 0.0772265 0.0763671 0.0752517 0.0750216 0.0746941 0.0744885 0.105499 0.0857375 0.0716184 0.0966071 0.0706608 0.114134 0.0686614 0.0663463 0.0731027
threshold=0.10920500000000001 0.30112000000000005 0.087735000000000021 -1.0000000180025095e-35 0.081805000000000017 0.095545000000000005 -0.13027499999999997 0.054835000000000009 -0.13033999999999998 0.084355000000000013 0.083975000000000008 -0.49405499999999997 0.13622000000000004 -0.11173999999999999 0.0033150000000000007 0.088665000000000008 -0.064334999999999989 0.094385000000000011 0.086310000000000012 -0.033689999999999991 0.089595000000000022 0.082925000000000013 -0.090869999999999992 0.086080000000000018 -0.011519999999999997 0.10613500000000002 0.42240500000000009 0.084740000000000024 -0.06959499999999999 -0.0084449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 7 -7 8 -5 12 11 23 27 14 19 -16 20 28 -14 -10 21 -13 -22 24 -8 26 -3 -2 -18 -30
right_child=1 25 -4 4 -6 6 10 -9 13 -11 -12 16 18 -15 15 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.002427353449165821 0.0072934323057577584 0.0018788702605218675 0.0030084550950919414 0.0029123711741218966 0.015162488229439728 0.0045255650639655478 0.0085068289234879468 0.012844665654273214 0.0054917770614526396 -0.0002361221549411615 0.0020262473692687659 0.0093066437050654763 0.00026570490095764401 0.0092183396121102868 0.014155746508913582 0.0068342547041966633 0.011102701442723628 0.011532406659861064 0.007856834364002167 -0.0024520048138219862 0.0029852125147778181 0.016416062301556979 0.0090830523518242359 0.0078688396071713122 0.017412793414731478 0.0059461713016319738 -0.0064498292814408028 0.013469614842906595 0.0077502374001021798 0.0039363559763956847
leaf_weight=30 180 76 157 30 28 115 21 76 29 21 26 82 30 1577 25 34 24 29 23 20 31 28 90 37 29 26 21 20 87 119
leaf_count=30 180 76 157 30 28 115 21 76 29 21 26 82 30 1577 25 34 24 29 23 20 31 28 90 37 29 26 21 20 87 119
internal_value=0 0.0043325 0.00519317 0.00865564 0.00872929 0.0086575 0.00755473 0.00909959 0.00893363 0.006445 0.00813243 0.00840758 0.00699956 0.00904083 0.00644889 0.00993658 0.00791105 0.00673205 0.00355997 0.00224942 0.00923295 0.0111163 0.0075208 0.0112042 0.0136723 0.00131665 7.57497e-05 0.00791105 0.00612679 0.00554707
internal_weight=0 554 431 2567 2537 2509 718 1791 1715 274 603 577 253 1685 108 59 490 259 53 49 231 110 121 87 50 123 97 200 230 206
internal_count=3121 554 431 2567 2537 2509 718 1791 1715 274 603 577 253 1685 108 59 490 259 53 49 231 110 121 87 50 123 97 200 230 206
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 4 2 4 14 2 0 0 2 4 15 4 2 4 50 15 43 49 12 1 52 48 16 40
split_gain=28.4221 3.40887 3.12954 1.9167 1.70794 1.26024 1.20799 0.999987 0.974782 0.839509 0.760347 0.606974 0.573803 0.543076 0.500339 0.437878 0.518715 0.433868 0.432239 0.426804 0.382495 0.39227 0.355706 0.347009 0.344805 0.333532 0.330751 0.3195 0.315184 0.307842
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 -1.0000000180025095e-35 0.053180000000000012 0.10803500000000001 -0.16363499999999997 0.076175000000000007 0.121465 -0.066089999999999996 -0.23194499999999998 0.092235000000000025 -0.059649999999999988 -0.03241999999999999 -0.04890499999999999 0.099185000000000009 0.27834500000000006 0.041865000000000006 -0.41942499999999994 -0.04890499999999999 -0.012034999999999999 0.088305000000000008 0.12958500000000003 1.0000000180025095e-35 0.087310000000000013 -0.44310499999999992 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 13 6 29 10 25 -6 11 24 14 -1 22 18 -17 -10 -15 28 21 -7 -11 -2 -4 -8 -16 -23 -9 -3
right_child=1 5 7 -5 9 20 8 19 17 12 -12 -13 -14 15 26 16 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012615730551049883 0.0006615095891460192 0.00040402656756137608 0.0010668761575264064 0.00048892630812493376 0.0010002389758908782 0.00033026069876227208 0.00098922165200353318 0.001042873900664823 0.00076149277169914806 0.00063011526111878598 0.0012535260246640922 0.00077889492990923861 0.00041058903340907655 0.0011433349443372867 0.00056701837065324917 0.00093352203271798674 0.0006126729046664626 0.00045451441703130412 0.00080503618255641082 0.00063693495397738604 0.00044070668915526434 -0.00010425099733582 0.00094439082480723567 0.00094648045753680638 0.0010117722225350941 0.00063935934985969584 0.00085003118889004576 0.0002253907641359404 0.00088092010887541301 0.00017444772418925651
leaf_weight=22 20 43 781 74 35 29 22 66 20 20 61 36 28 53 77 76 26 154 20 21 23 26 45 92 990 20 20 20 154 47
leaf_count=22 20 43 781 74 35 29 22 66 20 20 61 36 28 53 77 76 26 154 20 21 23 26 45 92 990 20 20 20 154 47
internal_value=0 0.000514145 0.00099204 0.000733801 0.000837903 0.000413016 0.000474991 0.00102288 0.000554515 0.000721181 0.00103822 0.00103095 0.000669776 0.000971214 0.000714574 0.000934712 0.000851737 0.000489799 0.00105065 0.000904012 0.000219501 0.000151665 0.000847691 0.000895593 0.00103607 0.000822621 0.000625372 3.90715e-05 0.000929506 0.000284135
internal_weight=0 590 2531 186 422 404 306 2109 216 225 1868 1807 190 197 162 175 102 174 73 241 98 75 65 112 1771 42 97 46 220 90
internal_count=3121 590 2531 186 422 404 306 2109 216 225 1868 1807 190 197 162 175 102 174 73 241 98 75 65 112 1771 42 97 46 220 90
is_linear=0
shrinkage=0.00196078


Tree=4994
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 4 0 14 1 13 0 12 1 0 2 47 2 4 52 11 12 4 16 0 52 147
split_gain=27.2235 3.31492 3.13597 2.35444 1.57114 1.07695 0.972226 0.855105 0.74454 0.628957 0.595276 0.509084 0.487972 0.437692 0.366226 0.340505 0.330136 0.309408 0.323156 0.309172 0.306824 0.315349 0.302573 0.260672 0.244948 0.236045 0.211666 0.209324 0.174476 0.160368
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.091325000000000003 0.14285500000000004 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.10124500000000002 -0.00096999999999999983 -0.13027499999999997 0.13597000000000004 0.16175000000000003 -0.071339999999999987 0.092235000000000025 0.10019500000000002 0.11389000000000002 -0.064054999999999987 -0.53299999999999992 0.080455000000000013 -1.0000000180025095e-35 0.024790000000000003 -0.066924999999999985 -0.050684999999999994 -0.42058999999999996 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 29 11 13 -6 15 -1 14 17 19 -4 23 -7 18 -10 -5 21 -12 -2 26 -23 -15 -8 -24 -25 -3
right_child=1 5 6 7 8 16 9 -9 12 -11 20 -13 -14 25 -16 -17 -18 -19 -20 -21 -22 24 27 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0012353070731044027 0.0010516418500903146 0.00049561664075016749 0.00080228433353838572 0.00043361749811694512 0.00097366777177402891 0.0002649963584695676 0.00099707350229977796 0.00026500367263992736 0.0008895291661729618 0.00082785049354699048 0.0010218964585291795 0.0012264021338048595 0.00053505456259832945 0.00081091393359235015 0.0010217103720097937 0.00075545943089640568 1.8330262736508659e-05 0.00051288054370339585 0.00065200760284913522 0.00069348287672592042 0.00067076347472648772 0.00091334750046956651 0.00086799816316041327 0.0010206425871724396 0.00068491212293213483 0.00055520650660754111 0.00092441752993567138 0.00064004360864253716 0.0012370904314529107 0.00030889468842353865
leaf_weight=22 26 112 30 75 31 126 301 44 49 161 69 46 85 35 1160 29 25 20 40 23 21 59 59 45 26 23 316 21 21 21
leaf_count=22 26 112 30 75 31 126 301 44 49 161 69 46 85 35 1160 29 25 20 40 23 21 59 59 45 26 23 316 21 21 21
internal_value=0 0.000490038 0.000957748 0.00063163 0.000803453 0.000337478 0.000988621 0.000506417 0.000691503 0.000938528 0.000931314 0.001024 0.000646415 0.000574507 0.00101618 0.000963555 0.000224158 0.000733255 0.000782778 0.000494606 0.000893098 0.000923416 0.000867882 0.000972391 0.000843473 0.000709513 0.000959862 0.00080816 0.00108951 0.000466134
internal_weight=0 590 2531 306 422 284 2109 200 225 873 197 1236 194 156 1190 712 151 109 89 98 175 154 106 683 85 58 617 80 66 133
internal_count=3121 590 2531 306 422 284 2109 200 225 873 197 1236 194 156 1190 712 151 109 89 98 175 154 106 683 85 58 617 80 66 133
is_linear=0
shrinkage=0.00196078


Tree=4995
num_leaves=31
num_cat=0
split_feature=1 4 12 2 15 3 52 52 43 49 14 16 12 0 0 12 31 3 4 2 4 1 15 0 1 42 50 131 1 402
split_gain=0.962951 0.147842 0.12404 0.10085 0.0860591 0.0919058 0.0898169 0.113703 0.0902839 0.106358 0.0776252 0.136945 0.0838005 0.088949 0.11174 0.0885101 0.0762144 0.0752879 0.0679763 0.0659603 0.0650403 0.0622603 0.0615202 0.0610486 0.0911396 0.141415 0.0998653 0.0837995 0.0784494 0.0753679
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.14285500000000004 0.035560000000000008 0.11924500000000002 0.047850000000000011 -0.087769999999999987 -0.010344999999999998 -1.0000000180025095e-35 -0.42495999999999995 -0.16927999999999996 0.10016000000000001 -0.096374999999999975 -0.13843999999999998 -0.085119999999999987 -1.0000000180025095e-35 0.092670000000000016 0.053180000000000012 0.10912000000000001 0.51303500000000013 0.093575000000000019 -0.090644999999999989 -0.085669999999999982 0.08844500000000001 0.086135000000000003 0.10803500000000001 0.077555000000000027 0.078340000000000007 0.08865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 6 7 -1 9 -9 20 12 13 14 15 -12 -2 21 23 -18 -3 22 -10 24 26 -26 27 -4 -29 -25
right_child=1 10 18 -5 -6 -7 -8 8 17 -11 11 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=0.0095552193835990902 0.0016712150096123959 0.0084163364964230675 0.01096693403779405 0.0021737276832573117 0.011704391405995315 0.001474191857358584 0.010665827032704779 0.0061279629376561695 0.0074658384099602695 -0.00095349014277177821 -0.0014712444588076325 -0.0058377846051007511 -0.0017144049429616921 0.0013186811475788018 0.012600154937244951 0.0066113850049164509 0.0092858011001657886 0.0036664718296378854 0.0079776621960020565 0.0056684334242494191 0.0019448901781579479 0.004475061665289104 0.01435011944009198 0.0090470818479319124 0.00019322938862301057 0.010467497204631769 0.0074940957279565432 0.018941485647250109 0.011245498988025177 0.011512193998621245
leaf_weight=101 23 41 460 50 48 26 77 48 25 38 20 20 33 74 20 42 118 37 247 88 25 20 27 1087 21 37 75 27 26 140
leaf_count=101 23 41 460 50 48 26 77 48 25 38 20 20 33 74 20 42 118 37 247 88 25 20 27 1087 21 37 75 27 26 140
internal_value=0 0.00462071 0.00921777 0.00624255 0.00770393 0.00722267 0.00762337 0.00683191 0.00542138 0.00299895 0.00297527 0.00203114 0.00286383 0.0038323 0.00610069 0.00400409 0.00713094 0.00733266 0.00953697 0.00774052 0.00596503 0.00921667 0.0110404 0.0097426 0.0105294 0.0067475 0.0109025 0.0114008 0.0151661 0.00932835
internal_weight=0 554 2567 279 447 399 373 296 195 86 275 209 189 156 82 62 229 109 2120 206 66 72 52 1873 646 58 588 513 53 1227
internal_count=3121 554 2567 279 447 399 373 296 195 86 275 209 189 156 82 62 229 109 2120 206 66 72 52 1873 646 58 588 513 53 1227
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 2 2 14 159 4 1 2 4 0 131 2 123 4 3 2 16 1 3 4 3 12 3 49 3
split_gain=48.0144 6.17202 5.19709 4.05844 2.92712 2.57235 1.78238 1.7198 1.22421 1.19329 1.08626 0.916731 0.886985 1.09696 0.736311 0.657136 0.63075 0.59289 0.537178 0.522924 0.508049 0.469138 0.459011 0.438337 0.426783 0.380853 0.371125 0.294123 0.289801 0.274643
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 1.0000000180025095e-35 0.097070000000000004 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10124500000000002 0.14285500000000004 0.40945500000000007 -0.23194499999999998 0.086835000000000009 0.13501500000000002 0.084025000000000016 0.033845000000000007 -0.015584999999999998 0.11389000000000002 -0.054549999999999994 0.15799000000000005 -0.22605499999999998 -0.059649999999999988 0.0068900000000000012 0.088305000000000008 -0.017889999999999996 -0.007794999999999999 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 14 7 8 19 18 -5 -6 17 13 25 -1 22 23 -12 26 -3 24 28 -14 -8 -16 -11 -4 -15 -20 -26
right_child=1 3 6 9 10 -7 16 -9 -10 12 11 -13 15 27 20 -17 -18 -19 21 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0017142299981040749 0.0014241746580438916 0.0010708315023173248 0.0015005113725473601 0.00094922822794763211 0.0013896318005278921 0.00074513794959960727 0.0015140691255571461 0.0013832556062436218 0.0017601412365898846 0.00063748049175403273 0.0012128308077580204 0.00084171490634188926 0.00037781001500834045 0.00064120210393801434 0.0014857224606666245 0.00067061973891740601 0.0010855420199916295 0.00090310291259312165 0.00119105487557231 0.00063325441177207432 0.0010475371572094248 0.0010579188986151826 4.6708453849203716e-05 0.0013275529429495523 0.0013452065058858389 0.00098919680847725294 0.0014385733296663301 0.00040850795311259797 0.0014477803378600829 0.0010902026233241731
leaf_weight=22 52 21 754 26 31 169 56 53 54 20 74 85 60 31 70 22 37 35 22 21 21 20 22 359 62 29 734 64 73 22
leaf_count=22 52 21 754 26 31 169 56 53 54 20 74 85 60 31 70 22 37 35 22 21 21 20 22 359 62 29 734 64 73 22
internal_value=0 0.000779104 0.00140025 0.000716756 0.00120162 0.000890253 0.00143999 0.0011484 0.00146976 0.000549591 0.00104881 0.00099435 0.000507693 0.000607348 0.00137614 0.00036971 0.00133085 0.00111338 0.00145998 0.000852043 0.00133363 0.00133087 0.000288978 0.00135272 0.00137265 0.000845639 0.00146996 0.00048444 0.00138833 0.00127842
internal_weight=0 590 2531 538 422 264 2109 95 1657 274 225 194 248 144 197 104 452 109 1603 42 175 115 82 415 154 49 1488 95 95 84
internal_count=3121 590 2531 538 422 264 2109 95 1657 274 225 194 248 144 197 104 452 109 1603 42 175 115 82 415 154 49 1488 95 95 84
is_linear=0
shrinkage=0.00196078


Tree=4997
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 2 14 4 2 47 0 16 1 13 3 47 2 0 4 3 40 1 1 49 1
split_gain=44.2822 5.45308 4.45893 2.71209 2.58963 2.18515 1.75207 1.47149 1.43901 1.21894 0.936624 0.879263 0.748474 0.720207 0.543039 0.47692 0.558131 0.426086 0.383997 0.397048 0.38366 0.383131 0.375039 0.362989 0.360756 0.359527 0.355848 0.344334 0.321665 0.271545
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.09253500000000002 0.14285500000000004 0.091325000000000003 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.13501500000000002 0.076175000000000007 0.033845000000000007 0.11389000000000002 0.091680000000000011 -0.11173999999999999 -0.43320999999999993 0.16175000000000003 -1.0000000180025095e-35 0.12745000000000004 0.077555000000000013 0.11411 -0.094654999999999975 -0.059649999999999988 0.090900000000000009 -0.077714999999999992 0.12958500000000003 0.10124500000000002 -0.061079999999999988 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 13 7 11 25 26 -6 12 15 22 20 27 16 -4 -7 -10 -20 23 -2 -8 -1 -25 -3 -9 28 -11 -5
right_child=1 5 6 29 9 17 10 8 18 14 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011239302636542659 0.00099146625587600776 0.00035237056624064315 0.0011092580783934819 0.00053654555030459273 0.001083279229930135 0.00016420940140897332 0.0012408527265625451 0.0010164036430458335 0.00035593240618205315 0.00083683795301742799 0.00072411928155453377 0.0014145410680811525 0.0009174026105963403 0.00067805408461952372 0.00087644952793721289 0.0011469042493025441 0.0006986474758014082 -0.00014596720609594795 0.00043000104287723887 0.00073975011380459569 0.0012416433040246006 0.00069203045328750329 0.0010612190445558449 0.0010049862229837816 0.00073703638493430377 0.00010395909262382809 0.00065502697784526674 0.00049390092807616998 0.00053568815746728106 0.00028281308063062428
leaf_weight=71 92 42 35 50 28 90 48 22 94 30 36 46 142 22 30 1135 20 21 41 26 34 20 647 85 25 48 20 72 25 24
leaf_count=71 92 42 35 50 28 90 48 22 94 30 36 46 142 22 30 1135 20 21 41 26 34 20 647 85 25 48 20 72 25 24
internal_value=0 0.000467722 0.00106423 0.000745539 0.00088025 0.000339816 0.00110105 0.000428574 0.000521097 0.000706397 0.0010338 0.00114855 0.00104712 0.00101596 0.000639183 0.00113826 0.000959945 0.000105527 0.000436778 0.000550202 0.00105053 0.000937996 0.00107363 0.00101463 0.000944089 0.000219884 0.00084432 0.000583136 0.000699952 0.000454254
internal_weight=0 590 2531 186 422 404 2109 293 203 185 873 1236 837 237 157 1190 55 111 161 67 215 112 695 181 110 90 42 127 55 74
internal_count=3121 590 2531 186 422 404 2109 293 203 185 873 1236 837 237 157 1190 55 111 161 67 215 112 695 181 110 90 42 127 55 74
is_linear=0
shrinkage=0.00196078


Tree=4998
num_leaves=31
num_cat=0
split_feature=1 3 4 12 376 130 2 44 4 474 1 4 0 43 14 3 2 12 475 1204 483 1429 1429 393 15 1208 403 401 403 0
split_gain=1.17639 0.184968 0.154505 0.150811 0.14029 0.160461 0.0945956 0.0929027 0.107868 0.126385 0.13217 0.0820955 0.090463 0.0797573 0.0720186 0.0713291 0.0690872 0.107028 0.10292 0.0845313 0.0755098 0.0846866 0.100053 0.0685884 0.0787131 0.112164 0.249916 0.0987809 0.0845391 0.0679184
threshold=0.10920500000000001 0.30112000000000005 0.41257000000000005 0.051320000000000005 0.083785000000000012 -0.054924999999999995 0.14838000000000004 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.40124500000000002 -0.14920999999999998 -0.080324999999999994 -0.47071999999999997 -0.00083499999999999991 0.088850000000000012 0.083985000000000018 -0.082824999999999982 -0.079179999999999987 -0.095084999999999989 0.084690000000000015 0.086825000000000013 0.11333500000000001 0.087685000000000013 0.10233500000000001 -0.52800499999999995 0.11061500000000002 0.10469000000000002 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 -2 -7 8 -1 10 -10 12 -5 -12 -4 -15 20 -18 -19 -20 -14 23 -23 24 -22 26 -26 28 -28 -3
right_child=1 29 14 11 -6 6 -8 -9 9 -11 13 -13 16 15 -16 -17 17 18 19 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.011213938531915794 0.00049976072358814158 0.0035687801060015085 0.0095612288359552631 0.014466676912431059 0.0011818243768708459 0.010266441145758387 0.0030024361563846472 0.014174824715936903 0.009558168575479831 -0.00041312844492495063 0.0079597229241496984 0.0042886643825719752 0.015350095663023623 -0.0019941428385209293 0.0032112866003640712 0.0050925712120168066 0.0027371740589539214 0.013475847706860423 0.0037778394529595972 0.0098063107001643002 0.011471745041337944 0.0023412399059161543 0.011704207162949301 0.016798346603754909 -5.2080389664128983e-05 0.016694636696151326 0.0099408790763483683 0.015248287452050136 0.0037051501628108476 -0.0012311219456320516
leaf_weight=89 22 74 20 58 29 173 20 27 179 20 63 21 38 20 167 49 21 76 24 754 727 25 21 20 27 21 231 32 24 49
leaf_count=89 22 74 20 58 29 173 20 27 179 20 63 21 38 20 167 49 21 76 24 754 727 25 21 20 27 21 231 32 24 49
internal_value=0 0.00507705 0.00605318 0.0101581 0.0077107 0.00859134 0.00951369 0.00848887 0.00812335 0.00729234 0.00778787 0.0105101 0.0105723 0.00538724 0.00389042 0.00303845 0.0104616 0.00979002 0.00996346 0.00962034 0.0109656 0.0108179 0.00661564 0.0109966 0.0108873 0.00961908 0.00914588 0.0100112 0.00935399 0.00165662
internal_weight=0 554 431 2567 244 215 193 447 420 331 311 2120 2099 132 187 69 2041 875 854 778 1166 1128 46 1082 1062 335 314 287 255 123
internal_count=3121 554 431 2567 244 215 193 447 420 331 311 2120 2099 132 187 69 2041 875 854 778 1166 1128 46 1082 1062 335 314 287 255 123
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 4 2 14 2 47 49 2 2 1 13 0 47 0 1 124 1 51 3 1 16 3
split_gain=59.9311 7.07138 6.06004 3.63466 3.55086 2.41768 2.22699 1.58336 1.46227 1.24942 1.22983 1.1344 1.09326 0.778389 0.702931 0.697025 0.568831 0.516857 0.497681 0.452199 0.421399 0.414356 0.412014 0.403015 0.395789 0.3801 0.34267 0.321294 0.280732 0.272134
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.09253500000000002 0.14285500000000004 0.091325000000000003 -1.0000000180025095e-35 -0.17966999999999997 0.053180000000000012 0.10803500000000001 0.076175000000000007 0.11389000000000002 0.091680000000000011 -0.012034999999999999 0.13093500000000002 0.31358000000000003 0.10124500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.077555000000000013 -0.10224499999999999 0.12000500000000001 -0.072314999999999977 0.12958500000000003 -0.10056999999999998 0.12745000000000004 0.13075500000000004 -0.25582999999999995 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 12 7 11 22 -6 15 24 19 20 17 -2 21 -7 23 -12 -4 25 -8 -3 -10 -9 -1 -20 -5 -19 -11
right_child=1 5 6 27 8 16 9 10 13 29 18 -13 -14 -15 -16 -17 -18 28 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014000013366973077 0.00076499764971873347 0.00051022943054490231 0.0011000587016928428 0.00062766645691704514 0.001247673448832596 0.00024648195366965594 0.0015011487833035536 0.0010829715791976812 0.00069498516203762557 0.00084570572197604241 0.00043269047078637278 0.0016515498868136557 0.0007810537754798743 0.0010453321107851913 0.0011705866040281224 0.00089174015557064732 -8.0679025576763083e-05 0.00076941577269431746 0.00054218868601627176 0.0013438839523917966 0.0014402604140899859 0.0012534970322574937 0.00021022369209273021 0.0010352624962955892 0.00070185305532433236 0.0011614997140284068 0.00082994607722507532 0.00035166832435042203 0.00050362151291440517 0.0010875095994975536
leaf_weight=31 20 24 30 50 28 84 27 22 32 21 94 46 22 30 92 20 27 22 41 1160 34 684 66 23 20 150 26 24 50 121
leaf_count=31 20 24 30 50 28 84 27 22 32 21 94 46 22 30 92 20 27 22 41 1160 34 684 66 23 20 150 26 24 50 121
internal_value=0 0.000558996 0.00125295 0.000875362 0.00103846 0.000413342 0.00129587 0.000506703 0.000834884 0.00122005 0.000602678 0.00134942 0.00119737 0.000761266 0.00109816 0.00125275 0.000166902 0.000694164 0.000524728 0.00133774 0.00123997 0.0012629 0.000290225 0.000837283 0.000901487 0.00120235 0.000653856 0.000538154 0.000584836 0.00105175
internal_weight=0 590 2531 186 422 404 2109 293 185 873 203 1236 237 157 112 731 111 127 161 1190 215 711 90 55 42 181 67 74 72 142
internal_count=3121 590 2531 186 422 404 2109 293 185 873 203 1236 237 157 112 731 111 127 161 1190 215 711 90 55 42 181 67 74 72 142
is_linear=0
shrinkage=0.00196078


Tree=5000
num_leaves=31
num_cat=0
split_feature=1 3 12 1 10 1456 3 43 457 2 43 12 1 43 4 483 131 475 475 133 150 0 47 376 16 159 2 2 49 160
split_gain=1.19291 0.185696 0.152526 0.125882 0.113816 0.091443 0.0981967 0.097388 0.105676 0.0907205 0.0857479 0.0827732 0.106072 0.0870125 0.0803877 0.072778 0.085023 0.0719699 0.113298 0.18192 0.103799 0.069869 0.103555 0.0674446 0.0643358 0.0811409 0.0636946 0.0632202 0.0881909 0.063089
threshold=0.10920500000000001 -0.063814999999999997 0.051320000000000005 0.14262000000000002 -0.062879999999999978 -0.077604999999999993 0.12178000000000001 -0.074359999999999996 0.10613500000000002 0.11411 -0.085594999999999991 0.087830000000000005 0.089875000000000024 0.093175000000000022 -0.15764999999999998 0.089025000000000007 0.092320000000000013 -0.089569999999999997 -0.085684999999999997 0.08622500000000001 0.10699000000000002 -0.036484999999999997 0.089640000000000011 0.084545000000000009 -0.020119999999999996 0.089270000000000016 -1.0000000180025095e-35 0.13404500000000005 -1.0000000180025095e-35 -0.086829999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 14 -5 -1 7 10 29 21 -7 12 13 17 -3 16 24 -4 19 -19 -20 22 -2 -12 26 -26 -16 28 -28 -9
right_child=1 3 11 4 -6 6 -8 8 -10 -11 23 -13 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.013738822219893337 0.016292588061724716 0.0097194118906433393 0.0053344408213160934 -0.005853248427488974 0.0024521372557690293 0.0085736133981087845 0.0011857909802347423 0.013613468186841124 0.0025277134205680344 0.0048533797736924431 0.0013544294510872781 0.0099535248269231966 0.0046959219422812266 0.017249779233708979 0.00021803495829873201 0.0079593721081354565 0.0097082272478292014 0.023098860414964811 0.011294213687326173 0.010963436884218634 0.0041522395486632982 0.0051757725725810125 0.0084847471363158258 0.0082424467518216089 -0.0046066395938396459 0.0037052432768784152 0.0031435232697703849 0.0020302199845223926 0.010254071503083185 0.0093445484489817071
leaf_weight=30 26 30 20 21 77 73 20 42 20 65 44 1322 24 25 36 44 20 21 657 30 21 26 49 21 23 24 33 43 37 197
leaf_count=30 26 30 20 21 77 73 20 42 20 65 44 1322 24 25 36 44 20 21 657 30 21 26 49 21 23 24 33 43 37 197
internal_value=0 0.00496844 0.010085 0.00377091 0.000672412 0.00840635 0.00802271 0.00836714 0.00951041 0.00776747 0.00622145 0.010439 0.0112432 0.0114463 0.00481799 0.00425244 0.00349733 0.0112526 0.0114149 0.0159604 0.011073 0.00964287 0.0111915 0.00357979 0.00286357 -0.000362274 0.00388111 0.00504811 0.00690196 0.0100947
internal_weight=0 554 2567 388 98 447 417 397 259 166 138 2120 798 774 290 260 216 749 729 51 678 101 75 65 196 47 149 113 70 239
internal_count=3121 554 2567 388 98 447 417 397 259 166 138 2120 798 774 290 260 216 749 729 51 678 101 75 65 196 47 149 113 70 239
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=31
num_cat=0
split_feature=1 3 2 4 376 2 2 4 16 123 2 1 4 401 1446 12 1 475 475 475 15 159 52 1212 16 130 4 52 457 4
split_gain=0.966253 0.154438 0.130985 0.123158 0.111071 0.122311 0.101576 0.0931699 0.155608 0.088334 0.0911183 0.0876492 0.0787724 0.0884605 0.0804048 0.0757288 0.0841913 0.0715394 0.0899563 0.0717792 0.130362 0.0697248 0.12045 0.087364 0.18149 0.0726185 0.0929839 0.0676227 0.0683541 0.0865418
threshold=0.10920500000000001 0.31299000000000005 0.099515000000000006 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.0091949999999999983 -0.04890499999999999 -0.008904999999999998 0.08592000000000001 0.14960000000000004 0.091535000000000019 -0.082249999999999976 1.0000000180025095e-35 0.037915000000000011 -0.42850999999999995 0.14173500000000003 -0.084169999999999981 -0.081774999999999973 -0.089569999999999997 -0.024814999999999997 -0.085489999999999997 0.11277500000000001 0.090840000000000018 -0.079734999999999986 0.098730000000000026 -0.083249999999999977 -0.56176499999999996 0.080930000000000016 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 11 -7 -9 10 27 -1 21 14 17 -3 -17 19 -19 -14 -21 -8 23 25 -25 26 -23 -4 -29 -30
right_child=1 15 9 -5 -6 7 12 8 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.011108607559910288 0.0096696459601656355 0.0050636229211730617 0.01231841434700749 0.0033754457643207034 0.00093655321136887739 0.0096726078446954505 0.01530711714178324 0.0063849605193051209 -0.0033444603290408853 0.0021680500897302952 0.0022472581611229824 0.0037571076005273926 0.0072858072619104907 0.011362976011404971 0.011115942374575145 0.0016971198445255007 -0.0053219611737877134 0.0041341396737653684 0.0085355699813206547 0.018967185299033705 0.010048137177517147 0.011038881213574263 0.0031080965439535002 0.010616953009273858 -0.0006543781002983451 0.005614592805398967 0.016364524604028298 0.0083688818498912181 -0.00041028248767058061 0.008380025016958826
leaf_weight=23 121 35 39 187 29 30 30 48 25 27 26 55 37 166 144 54 25 49 887 23 57 367 22 50 20 22 36 442 21 24
leaf_count=23 121 35 39 187 29 30 30 48 25 27 26 55 37 166 144 54 25 49 887 23 57 367 22 50 20 22 36 442 21 24
internal_value=0 0.00447159 0.00907654 0.00532146 0.00675981 0.00751371 0.00946204 0.00498102 0.00305297 0.00775291 0.00802608 0.00592486 0.00960649 0.00919966 0.00889965 0.00119142 -0.000524108 0.00859657 0.00830515 0.0109279 0.0126124 0.0106202 0.0103483 0.01067 0.00739657 0.0112092 0.0115146 0.00831173 0.00799086 0.00427788
internal_weight=0 554 2567 440 253 224 1988 103 73 579 552 78 1910 1363 1197 114 79 1053 936 117 80 547 517 495 70 425 403 526 487 45
internal_count=3121 554 2567 440 253 224 1988 103 73 579 552 78 1910 1363 1197 114 79 1053 936 117 80 547 517 495 70 425 403 526 487 45
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 47 52 1 1 1 2 13 160 14 16 12 16 131 3 3 0 4 1 49
split_gain=28.7346 4.72605 2.68248 2.55634 2.18341 1.62026 1.17913 1.03409 0.989627 0.803191 0.680643 0.520741 0.351568 0.344443 0.280584 0.277315 0.447589 0.277009 0.254563 0.214949 0.214752 0.208433 0.208416 0.205508 0.186786 0.220699 0.185151 0.169979 0.168231 0.162346
threshold=0.10538500000000002 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.089885000000000007 0.13011000000000003 -0.56176499999999996 0.091450000000000017 0.16540500000000002 0.089770000000000016 0.10644500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096015000000000017 -0.42170999999999997 0.096990000000000007 -0.016164999999999995 0.09031500000000002 -0.10831999999999999 -0.14847999999999997 -0.036484999999999997 0.038415000000000012 0.12337000000000002 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 17 6 7 10 -6 -5 13 14 -12 -1 26 21 22 28 -19 -9 -20 24 -17 -2 25 -14 -4 -26 -3 -11
right_child=1 2 11 9 8 -7 -8 19 -10 29 12 -13 15 -15 -16 16 -18 18 20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00090521366752381171 0.00093936696772929467 0.00031906171398697982 7.7144517596922535e-05 0.00078299774314602357 0.00075896050857576726 0.00047405510526177187 0.00045992161486143641 0.0011461545487225764 0.00037337895438359348 0.00050463792443653562 0.0009878388070084555 0.00042674143953869739 0.00084975875357831763 0.00081872036977758919 -0.00011453610112800956 0.00047023161531718896 0.00093821258521547505 0.00054517857869496218 0.0004266187963983169 0.0009271080538727878 0.00021836720924172778 0.00077803358353698297 0.00072954105356054088 0.00071933195520849783 0.00088556273440025502 0.00057949833258861248 0.00023617025718147703 0.00080317417496609048 0.00019036140837458792 0.00030844315584892718
leaf_weight=1127 47 129 95 34 83 41 27 61 37 34 46 20 26 210 22 26 20 34 47 24 32 263 22 25 299 21 40 142 56 31
leaf_count=1127 47 129 95 34 83 41 27 61 37 34 46 20 26 210 22 26 20 34 47 24 32 263 22 25 299 21 40 142 56 31
internal_value=0 0.000388496 0.000331081 0.000847461 0.000416753 0.000860437 0.000867283 0.000872092 0.000640073 0.000538802 0.0008639 0.00012876 0.000821041 0.000891628 9.08009e-05 0.000811673 0.000691767 0.000326826 0.000403318 0.00108431 0.000342264 0.00082253 0.000589082 0.000862966 0.000846511 0.000729004 0.000124263 0.000859034 0.000280104 0.000411068
internal_weight=0 667 595 2454 418 2355 2314 2287 120 99 2202 177 865 1337 157 819 68 298 113 85 79 751 48 72 488 47 135 441 185 65
internal_count=3121 667 595 2454 418 2355 2314 2287 120 99 2202 177 865 1337 157 819 68 298 113 85 79 751 48 72 488 47 135 441 185 65
is_linear=0
shrinkage=0.00196078


Tree=5003
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 3 0 14 2 4 12 457 16 0 15 4 4 3 0 0 43 2 0 4 15
split_gain=30.0003 3.6009 3.38971 2.20052 1.78294 1.24993 1.12973 0.939924 0.888784 0.767288 0.773942 0.711328 0.658883 0.628062 0.622557 0.475565 0.44118 0.425928 0.391284 0.5255 0.376443 0.373273 0.610408 0.35542 0.305631 0.228887 0.468743 0.266212 0.226617 0.21982
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.40124500000000002 0.033845000000000007 0.26450500000000005 -0.0037349999999999996 -0.23194499999999998 0.076175000000000007 0.14960000000000004 0.27834500000000006 0.13597000000000004 0.08597500000000001 -0.040964999999999994 -0.11242999999999999 -0.095244999999999982 -0.00059999999999999995 -0.059649999999999988 0.013900000000000001 0.13134000000000004 -0.11242999999999999 -0.080954999999999985 0.11177500000000001 -0.062764999999999974 -0.0070899999999999991 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 11 13 12 28 15 10 20 -1 18 14 -3 24 -12 -7 19 -4 -6 23 -23 -13 -8 27 -27 -2 -5 -15
right_child=1 5 6 7 9 17 8 -9 -10 -11 16 21 -14 29 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001211267951444296 0.00013541533036486191 0.0004614057015383081 0.0010118501823322445 0.00096292668113521498 0.00046954699108555281 0.00035778636054055669 0.0011561171583880005 0.00046078152690105458 0.00075772878915847212 0.00037724787077190829 0.00086915540052395247 0.0010340891449050875 0.0012069570991541723 0.000185849932205005 0.00019248683978039733 0.00066703521798316338 0.00055337764933678765 0.00073118874060562231 0.00097481259688647398 0.00057269864113430316 0.0007657146297142892 0.00084929485546792133 0.00050124103655732415 0.00073591805911505076 0.0009162673110758733 0.00068624685741986184 0.00040575228061461342 0.00044472893006870963 0.00076721745963190117 -2.8108414656290894e-05
leaf_weight=22 20 46 20 46 66 23 21 29 171 40 75 51 46 30 118 29 22 24 1053 22 22 76 26 22 747 29 109 23 45 48
leaf_count=22 20 46 20 46 66 23 21 29 171 40 75 51 46 30 118 29 22 24 1053 22 22 76 26 22 747 29 109 23 45 48
internal_value=0 0.000412185 0.000903169 0.000562283 0.000742754 0.000255855 0.000935268 0.000768184 0.000885998 0.000623496 0.000676739 0.000878961 0.000977068 0.000199026 0.000267915 0.000913518 0.000797536 0.00054846 0.00096741 0.000781818 0.000543589 0.000837185 0.000760575 0.000944229 0.000922826 0.000425775 0.000464697 0.000300862 0.000866147 5.41833e-05
internal_weight=0 590 2531 301 422 289 2109 120 968 225 185 197 1141 242 164 797 97 47 1095 42 88 175 102 73 768 181 138 43 91 78
internal_count=3121 590 2531 301 422 289 2109 120 968 225 185 197 1141 242 164 797 97 47 1095 42 88 175 102 73 768 181 138 43 91 78
is_linear=0
shrinkage=0.00196078


Tree=5004
num_leaves=31
num_cat=0
split_feature=1 1 12 16 43 15 3 3 1 4 3 0 3 2 0 3 49 0 16 15 0 4 16 0 1419 13 0 13 43 2
split_gain=1.07753 0.165548 0.142517 0.142059 0.0972576 0.0928838 0.0907551 0.106322 0.0850207 0.0825147 0.0947946 0.111766 0.0880366 0.0817732 0.155421 0.0817353 0.0805589 0.0950272 0.0956931 0.0840794 0.0779273 0.0789908 0.0902826 0.0799222 0.074593 0.0813763 0.0782048 0.131823 0.0744576 0.0710382
threshold=0.10920500000000001 0.13707500000000003 0.051320000000000005 0.13751500000000003 0.084740000000000024 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.093575000000000019 0.40124500000000002 -0.14186499999999996 -0.060129999999999996 -0.10831999999999999 -0.0091949999999999983 -0.13027499999999997 -0.061964999999999992 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.43375999999999998 -0.13843999999999998 0.0033150000000000007 -0.061854999999999993 -0.085669999999999982 1.0000000180025095e-35 -0.11122999999999998 -0.14920999999999998 0.090705000000000008 -0.17390999999999998 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 28 6 7 -1 -9 10 24 20 -13 -10 29 -14 -3 18 -18 -19 -12 -22 23 -23 25 -4 -27 -28 -2 -15
right_child=1 16 9 -5 -6 -7 -8 8 13 -11 11 12 15 14 -16 -17 17 19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0025860713442435136 0.010040823605377228 -0.0027210226211126054 0.01536520146897861 0.0095043480314628837 0.010333624252650355 0.011931676565048595 0.0015632604284641837 0.0096033251804536115 0.0017450234573334455 0.0035031728579529697 0.0042791721448302272 0.0011209486623887312 0.0099998945607682813 0.0031224992146863689 0.012828402623142067 0.0047422171199286824 0.0023889839345508299 0.0050770721491426238 0.0096484990526611615 -0.0029705278877470947 0.010199545475846401 0.0089968846417957139 0.0062934873629516613 0.015223845593087995 0.017005586224303655 0.014976964357471013 0.0029402288479794718 0.011272323465144092 0.0037132236839245722 0.01008203306089854
leaf_weight=37 20 31 35 77 28 48 26 193 30 21 25 22 77 55 38 48 46 20 30 37 1469 146 120 24 26 23 29 55 265 20
leaf_count=37 20 31 35 77 28 48 26 193 30 21 25 22 77 55 38 48 46 20 30 37 1469 146 120 24 26 23 29 55 265 20
internal_value=0 0.00453543 0.0093983 0.0056564 0.00470978 0.00777561 0.00727564 0.00767382 0.00823408 0.00974044 0.00980284 0.00960462 0.00695428 0.00638607 0.00761821 0.00798095 0.00186969 0.0029397 0.00525458 -0.000146809 0.00982301 0.0099018 0.00839357 0.00987599 0.0120812 0.0111796 0.00981042 0.00839577 0.00415727 0.00497837
internal_weight=0 554 2567 390 313 447 399 373 336 2120 2099 1931 147 143 113 125 164 133 76 57 1784 1759 290 170 168 142 107 84 285 75
internal_count=3121 554 2567 390 313 447 399 373 336 2120 2099 1931 147 143 113 125 164 133 76 57 1784 1759 290 170 168 142 107 84 285 75
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 2 0 4 14 0 12 1 150 160 48 0 4 4 15 15 1 2 2 43 2
split_gain=18.7196 2.26715 2.22704 1.37498 1.22509 0.809527 0.688428 0.646 0.53963 0.45512 0.426444 0.418169 0.404194 0.380337 0.353619 0.497517 0.311723 0.286261 0.294587 0.300231 0.27894 0.394541 0.251382 0.422323 0.240722 0.239971 0.233665 0.204845 0.175726 0.294353
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.12958500000000003 -0.0070899999999999991 0.033845000000000007 -0.27825499999999997 0.14285500000000004 -0.23194499999999998 0.27834500000000006 0.076175000000000007 -0.092404999999999973 0.13597000000000004 0.10124500000000002 0.091105000000000005 -0.078564999999999982 0.084485000000000018 -0.11242999999999999 0.181285 -0.059649999999999988 -0.03241999999999999 -0.41942499999999994 0.14089500000000002 0.10882500000000002 0.099185000000000009 -0.079914999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 11 13 10 -5 14 -6 12 -1 -3 20 -7 -16 17 18 -11 -20 21 -4 27 -24 -12 -8 -9 -13 -2 -30
right_child=1 6 5 7 9 8 25 26 -10 16 24 22 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00096302210434660342 0.00024843010522213494 0.00039805874034823537 0.00042339948352937602 0.00080184117531227638 0.00072130470128815155 0.00087853484176870047 0.00055120780390397134 0.00058945411125421027 0.00060971644111665379 0.00037817188836877645 0.0001950454675589027 0.00082785305472334091 0.00017139906138332071 0.00096141718683696051 0.0007290571320084006 0.00044764885043396672 0.00037269990727941332 0.00033074472050621204 0.00077755474311145233 0.00051501270334183694 0.00078566743063651829 0.00080391646507270832 0.00068712926405348402 0.00039762246322735218 -6.047426121845062e-06 0.00026783326417025103 0.00036057227128168421 0.00059496300879354575 0.00056437916625865035 0.00033788570176971261
leaf_weight=22 49 43 20 46 30 58 27 47 171 21 37 53 102 46 714 25 85 22 33 34 1053 22 76 26 60 20 27 20 28 104
leaf_count=22 49 43 20 46 30 58 27 47 171 21 37 53 102 46 714 25 85 22 33 34 1053 22 76 26 60 20 27 20 28 104
internal_value=0 0.000337513 0.000725354 0.000456612 0.000595328 0.000751371 0.000213468 0.000619371 0.000709664 0.000496473 0.000171294 0.000708233 0.000238615 0.000786755 0.000731108 0.000719537 0.000461883 0.000530798 0.000580811 0.000644324 0.000779417 0.000622718 0.000676203 0.000613333 7.06581e-05 0.000430623 0.000505943 0.000764048 0.000348706 0.00038593
internal_weight=0 590 2531 301 422 2109 289 120 968 225 242 197 145 1141 797 739 195 110 88 67 1095 42 175 102 97 47 74 73 181 132
internal_count=3121 590 2531 301 422 2109 289 120 968 225 242 197 145 1141 797 739 195 110 88 67 1095 42 175 102 97 47 74 73 181 132
is_linear=0
shrinkage=0.00196078


Tree=5006
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 47 10 0 124 149 376 48 3 147 4 3 2 0 13 0 3 15 52 11 52 10 133 43 0 158 159
split_gain=0.988003 0.275122 0.141388 0.153707 0.108236 0.100598 0.100746 0.111143 0.097356 0.0905901 0.0903959 0.0901385 0.100838 0.0844856 0.0982661 0.117692 0.10604 0.081474 0.0799958 0.0760266 0.0684149 0.146447 0.0791316 0.0681666 0.0887597 0.129943 0.0927478 0.10988 0.0664837 0.0756915
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.073404999999999984 0.085505000000000012 -1.0000000180025095e-35 -0.13027499999999997 -0.086289999999999992 0.081720000000000015 0.080200000000000007 0.083685000000000009 0.11924500000000002 0.089365000000000014 0.053180000000000012 -0.14186499999999996 0.082275000000000015 -0.064754999999999993 0.0061450000000000003 0.11070500000000001 -0.10831999999999999 0.040760000000000005 -0.082554999999999976 0.079300000000000009 0.12354000000000001 -0.062879999999999978 -0.073829999999999993 -0.072864999999999985 -0.010949999999999998 0.080695000000000003 0.10904500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 10 7 -7 23 -6 -4 12 17 14 15 -3 -16 -5 -8 -18 21 -17 -22 24 -2 -26 -27 -28 -15 -30
right_child=4 13 3 11 9 6 18 -9 -10 -11 -12 -13 -14 28 16 20 19 -19 -20 -21 22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.00013950919133744069 -0.0040682542687246696 0.017727114246567258 -0.0034957412242268525 0.010196959719798513 0.0073089569083908028 0.0072647521272301676 0.01064057073176459 -0.0014954916633931655 0.0087415786413475877 -2.5605175843728443e-05 0.0052773736255324402 0.0049931886348013703 0.0027599523380479737 0.0067528069705619746 0.0095367490800391669 0.01125185102645359 0.0014273573094132272 0.0039709981166474199 0.0034868470985781061 0.0077249752533787731 0.0098237672161000482 0.0019444227811287751 0.018126804275776853 0.0050132929067000405 -0.0058790784951997929 -0.00088799382261324522 0.0025680269753193541 0.010594388016540071 0.013105643181720887 0.0066715018774354557
leaf_weight=28 33 28 24 244 85 30 54 28 20 21 23 65 23 211 1574 73 22 23 22 149 24 22 22 44 20 46 66 23 41 33
leaf_count=28 33 28 24 244 85 30 54 28 20 21 23 65 23 211 1574 73 22 23 22 149 24 22 22 44 20 46 66 23 41 33
internal_value=0 0.00875825 0.0067879 0.00714977 0.00317491 0.00477819 0.0061744 0.00303567 0.0020472 0.00585588 0.000797485 0.00835895 0.00911334 0.00926361 0.00950279 0.0118052 0.00927981 0.00966064 0.00856976 0.00691476 0.0106292 0.00909645 0.0137948 0.0014701 0.000640846 0.00164343 0.00275787 0.00464226 0.00765731 0.0102364
internal_weight=0 2763 564 536 358 181 134 58 252 106 47 355 290 2199 1914 169 1745 267 76 171 141 95 46 232 188 155 135 89 285 74
internal_count=3121 2763 564 536 358 181 134 58 252 106 47 355 290 2199 1914 169 1745 267 76 171 141 95 46 232 188 155 135 89 285 74
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=31
num_cat=0
split_feature=4 2 1 457 11 1 43 1456 0 3 2 10 0 0 49 475 133 151 4 4 16 1 4 49 474 1444 3 3 11 50
split_gain=0.805417 0.279489 0.14045 0.167031 0.101144 0.0997647 0.0842326 0.0830692 0.0793526 0.0723755 0.0713107 0.13715 0.0928387 0.11511 0.0700396 0.0946951 0.0862851 0.0695771 0.0691161 0.0687762 0.068611 0.0914559 0.0707495 0.0811243 0.0823806 0.0801794 0.0768387 0.0858776 0.079101 0.0770905
threshold=0.27287000000000006 0.14285500000000004 0.089770000000000016 0.079590000000000008 0.090070000000000025 0.13075500000000004 0.084740000000000024 -0.083354999999999999 0.024095000000000002 -0.017889999999999996 -0.0091949999999999983 -0.0087699999999999983 -0.10151999999999999 -0.15931499999999996 0.10463500000000002 -0.085684999999999997 0.111585 -1.0000000180025095e-35 0.052250000000000012 0.42642000000000008 -0.14771999999999999 0.080270000000000022 0.00063500000000000004 0.085970000000000005 1.0000000180025095e-35 -0.083144999999999983 -0.14477499999999996 -0.11255999999999998 1.0000000180025095e-35 0.12070000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 6 19 -4 -7 -5 11 -9 13 -12 20 -16 -17 -14 -15 -2 21 -1 23 25 -25 -22 28 -28 -27 -29
right_child=5 -3 3 9 -6 8 -8 10 -10 -11 12 -13 17 18 15 16 -18 -19 -20 -21 22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.0096752799376845361 0.0017448756652205097 0.0023657173025578761 0.012548358179628849 -0.0016556846946477891 0.011841250048256575 0.0019035667628049852 0.010417966906679794 0.0088476147968322046 -0.0041683704502737291 0.0046366623147418183 0.010061533029445194 -0.0017533496631166109 0.011755908506131884 0.0010889920489474511 0.012703819767656652 0.0066267871307445604 -0.00043604521895758809 0.0075060644782639135 0.0063781835881638388 0.0056507055965416579 0.0022546234400942925 0.016414945854921825 0.0067324521150201183 0.0095821558992611258 0.015436726889353903 0.007050891042403553 0.0034937060616143491 0.0087005491396938174 0.014207826937211954 0.0024378450348740443
leaf_weight=125 96 89 27 25 49 125 20 23 26 68 33 26 43 60 22 128 20 370 42 85 20 24 195 82 34 23 34 1140 47 20
leaf_count=125 96 89 27 25 49 125 20 23 26 68 33 26 43 60 22 128 20 370 42 85 20 24 195 82 34 23 34 1140 47 20
internal_value=0 0.00787879 0.00806187 0.00691754 0.00746647 0.00280041 0.00425959 0.00712294 0.000858068 0.00294517 0.00687757 0.00322261 0.00720438 0.00492781 0.00851984 0.00658231 0.00567235 0.00794854 0.00326689 0.00357911 0.00870871 0.0107609 0.008517 0.00876556 0.0112982 0.00853676 0.00863616 0.00844738 0.0118563 0.00859257
internal_weight=0 2769 2680 766 673 352 201 624 151 93 597 49 548 135 1914 170 148 413 102 181 1744 149 1595 1400 116 1284 1264 1194 70 1160
internal_count=3121 2769 2680 766 673 352 201 624 151 93 597 49 548 135 1914 170 148 413 102 181 1744 149 1595 1400 116 1284 1264 1194 70 1160
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 4 15 3 2 0 4 34 44 4 0 3 15 4 40 12 42 129 484 0 0 475 157 1420 13
split_gain=0.661619 0.181308 0.113905 0.115463 0.0945878 0.0934872 0.0806644 0.0926464 0.0830788 0.0798573 0.0797401 0.0833632 0.0768472 0.0720524 0.0746179 0.091828 0.107165 0.114534 0.0735406 0.0714797 0.0665594 0.0690072 0.063176 0.0590733 0.0589619 0.0580073 0.0569118 0.101338 0.100595 0.0730462
threshold=0.11910500000000002 0.051320000000000005 0.091615000000000016 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.40124500000000002 -0.41396999999999995 0.32202000000000003 0.14753000000000002 -0.062764999999999974 1.0000000180025095e-35 -0.038779999999999995 0.081805000000000017 -0.49405499999999997 -0.026509999999999995 0.11296500000000002 -0.0040799999999999994 -0.0083799999999999986 -0.083039999999999989 0.099815000000000015 -0.14148999999999998 0.102035 -0.066214999999999982 -0.036484999999999997 0.12500000000000003 -0.088274999999999978 -0.0062799999999999991 -0.083904999999999993 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 9 12 -9 -2 11 -5 -8 14 -7 16 17 -16 -18 -12 25 -22 23 -23 -14 26 27 -3 -28 -30
right_child=6 20 -4 4 -6 13 7 8 -10 -11 19 -13 24 -15 15 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0011232732127056174 0.0055552559494182266 7.7219559224667381e-05 -0.00096345759184959421 0.0043346851670729184 0.011995876125561503 0.0097830522169645596 -0.0021060350462433013 0.00069313564224902436 -0.0073527768786464422 0.00052738495552065695 0.003067697175832179 -0.0017401456033316995 0.0022999755660806196 0.011989140390627047 0.0062226192672401237 0.00070390402706283514 -0.0019141584436597658 0.012290063129578968 0.0051588610071715323 0.010413862114634229 0.011351236638613045 0.0019482725251722952 0.00059504821630460881 0.0066782387927217983 0.007640515893165555 0.01203738060299187 0.013178057190688217 0.0077070070611198948 0.0079289331511228477 0.0059195807867952477
leaf_weight=23 112 27 26 58 26 52 29 33 21 44 26 37 79 24 129 33 21 41 49 27 25 29 21 295 28 31 34 49 1486 206
leaf_count=23 112 27 26 58 26 52 29 33 21 44 26 37 79 24 129 33 21 41 49 27 25 29 21 295 28 31 34 49 1486 206
internal_value=0 0.00708954 0.00550324 0.00581118 0.00611613 0.00580854 0.00245207 0.00106854 -0.00243583 0.00413714 0.00370244 0.0019687 0.00245998 0.00670167 0.00631122 0.00564991 0.00632999 0.00768594 0.00303696 0.00681008 0.00750142 0.00627799 0.00591037 0.00625488 0.0036975 0.00774837 0.00767459 0.00499642 0.00779252 0.0076843
internal_weight=0 2775 572 546 523 497 346 190 54 156 148 95 136 349 325 273 240 170 70 53 2203 370 345 324 107 1833 1802 76 1726 1692
internal_count=3121 2775 572 546 523 497 346 190 54 156 148 95 136 349 325 273 240 170 70 53 2203 370 345 324 107 1833 1802 76 1726 1692
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 47 149 12 0 10 1 2 4 0 4 14 15 131 10 1 44 4 0 3 150 13 0 42 47
split_gain=0.535911 0.146859 0.0922628 0.093525 0.076817 0.0753162 0.0702501 0.0772368 0.0652563 0.101217 0.0913746 0.0687866 0.0645353 0.100524 0.0606114 0.0833969 0.0604999 0.060345 0.0603053 0.106053 0.0881953 0.0591363 0.0643275 0.0962391 0.0870263 0.0682284 0.0589408 0.146751 0.0712087 0.054366
threshold=0.11910500000000002 0.051320000000000005 0.091615000000000016 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 0.085505000000000012 0.081720000000000015 -0.096104999999999982 -0.062764999999999974 -1.0000000180025095e-35 0.10781 -0.15339499999999998 0.40124500000000002 -0.040504999999999992 0.022185000000000003 -0.46166999999999997 0.15110000000000004 0.10033500000000002 -0.0079749999999999977 0.12811000000000003 1.0000000180025095e-35 -0.27825499999999997 -0.036484999999999997 0.083060000000000009 0.095950000000000021 1.0000000180025095e-35 -0.036484999999999997 0.088670000000000013 0.10254000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 16 -5 11 -11 -10 -3 17 15 -8 -2 29 19 -18 -21 22 -7 24 -24 -26 27 28 -22 -14
right_child=6 12 -4 4 -6 21 14 -9 9 10 -12 -13 13 -15 -16 -17 18 -19 -20 20 26 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010109461196090865 0.00510208458040974 0.012405894128605724 -0.00086711183047065367 -0.0016930181792386891 0.010698937105405128 0.008327913709176106 0.011255709305405618 0.007239822116680443 0.003769691111625765 0.0026803093324858874 0.011341729252759752 -0.0029580282845667431 0.0069646327579587428 0.00095078521020089597 -0.00037680714879007569 0.003814600799690749 -0.0052655312833627945 0.002167470152406687 0.004828579863533378 -0.0039040405528559803 0.0032526154763614524 0.01052014288423514 0.0078553137072288476 -0.00098767274431884287 0.002475031851055591 0.0075872006396821238 -0.002423071878200228 0.010181652168419375 -0.0040865241712890561 0.0047818949644276802
leaf_weight=23 28 20 26 22 27 70 20 20 55 21 29 21 2004 30 21 61 37 28 24 31 39 27 95 25 95 36 22 23 20 121
leaf_count=23 28 20 26 22 27 70 20 20 55 21 29 21 2004 30 21 61 37 28 24 31 39 27 95 25 95 36 22 23 20 121
internal_value=0 0.00638059 0.00495291 0.00523006 0.00550452 0.00522176 0.00220686 0.00128559 0.00333219 0.00420961 0.00770393 0.00191072 0.00675128 0.00669947 0.0044107 0.00565191 0.000753957 0.00677957 0.000132796 -0.00052243 0.000777531 0.00602537 0.0056473 0.00489972 0.00555098 0.0038799 0.002173 0.00340609 0.000764772 0.00684035
internal_weight=0 2775 572 546 523 496 346 244 148 126 50 76 2203 2183 102 81 224 2153 196 172 135 348 321 251 226 131 104 82 59 2125
internal_count=3121 2775 572 546 523 496 346 244 148 126 50 76 2203 2183 102 81 224 2153 196 172 135 348 321 251 226 131 104 82 59 2125
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 48 4 51 48 160 147 1447 52 13 133 10 4 160 1 3 42 43 51 51 159 160 2 16 16
split_gain=0.446002 0.163228 0.121765 0.0856424 0.0849721 0.109458 0.0951463 0.0784043 0.0843819 0.109667 0.130157 0.0796476 0.0774485 0.0840379 0.107912 0.128231 0.0699276 0.0674909 0.0606296 0.0590324 0.0840838 0.0884523 0.0759245 0.075534 0.0821544 0.0784646 0.0805729 0.0656842 0.139906 0.130181
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.14779000000000003 -0.082769999999999982 -0.20636999999999997 0.092475000000000016 -0.54200499999999985 0.092070000000000013 -0.085684999999999997 1.0000000180025095e-35 -0.0075049999999999987 0.061605000000000007 -0.079859999999999987 -0.082349999999999993 0.079055000000000014 0.091535000000000019 -0.088784999999999989 0.11457500000000002 0.055925000000000009 0.10614000000000001 0.012085000000000002 0.04105000000000001 0.022560000000000004 0.087675000000000017 0.0047850000000000011 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 18 6 7 8 -6 10 -10 17 -12 14 15 -14 -2 -9 -1 27 -21 23 -23 24 25 26 -22 28 -19 -30
right_child=3 -3 -4 -5 5 -7 -8 11 9 -11 12 -13 13 -15 -16 -17 -18 19 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012324661764848447 -0.002456665203237954 -0.0012386410525350861 0.001560174121763199 0.0072792523479750211 0.013179358649289326 0.011344982417128785 -0.0009319174056872725 0.00068540340647674529 0.014744229783259689 0.00037670171497246395 0.012063906853123066 6.3663608394563207e-05 0.0052839160232839213 0.0077231941758865337 0.0065704083627806447 -0.0027047362527810037 0.0020581708545796573 0.0074496466959217082 0.0059764304757118228 -5.5441664797814051e-06 0.0072885117135532106 -0.0031735547289082951 0.0050436099515418003 0.010216273679329521 -0.00024551756074652078 0.0011717519659379667 0.0027078430339315673 0.0055880294038791276 -0.004113940007629849 0.0065661230683326721
leaf_weight=28 39 33 65 28 21 38 20 26 21 26 26 25 54 274 193 32 285 508 20 34 192 22 23 34 25 33 48 902 21 25
leaf_count=28 39 33 65 28 21 38 20 26 21 26 26 25 54 274 193 32 285 508 20 34 192 22 23 34 25 33 48 902 21 25
internal_value=0 0.00575231 0.00583663 0.00197326 0.0059407 0.006017 0.00593868 0.00599225 0.00694417 0.006735 0.00701052 0.00567114 0.00673003 0.00647925 0.00525759 0.00231139 0.00151472 0.00574519 0.00177124 0.00581566 0.0047573 0.00518684 0.00102633 0.00575076 0.00524128 0.00574373 0.00637238 0.00611441 0.00697145 0.00169044
internal_weight=0 2769 2736 352 2671 2623 2585 2565 647 626 600 1918 579 553 279 86 324 1893 48 1867 411 377 45 332 298 273 240 1456 554 46
internal_count=3121 2769 2736 352 2671 2623 2585 2565 647 626 600 1918 579 553 279 86 324 1893 48 1867 411 377 45 332 298 273 240 1456 554 46
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=31
num_cat=0
split_feature=1 48 9 123 44 2 13 4 14 147 52 160 2 52 4 1 483 4 52 4 13 12 15 2 42 43 1446 12 1456 480
split_gain=0.365418 0.116256 0.0911446 0.110478 0.100565 0.0980109 0.0782561 0.0892107 0.0765703 0.0678798 0.0651465 0.0709773 0.0754835 0.074069 0.0732945 0.0612657 0.071327 0.0665266 0.0522797 0.152527 0.0796034 0.0524181 0.0530102 0.0508599 0.0496425 0.0854733 0.0619542 0.0997721 0.117979 0.0839654
threshold=0.12000500000000001 0.13765500000000006 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 0.095545000000000005 0.10935500000000002 -0.012509999999999999 0.054835000000000009 0.089365000000000014 -0.45478499999999994 0.066685000000000008 0.10136500000000002 0.024145000000000003 0.41816000000000003 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.10347000000000002 -0.059649999999999988 0.054800000000000008 0.095565000000000011 0.11657500000000001 0.10981000000000002 -0.015274999999999999 -0.12152999999999999 0.083715000000000026 0.083785000000000012 -0.089834999999999984 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 10 -8 9 24 -7 13 -13 14 -12 16 17 -2 19 -15 21 -20 -23 -14 -4 -26 -27 -28 -29 -30
right_child=15 -3 4 -5 -6 6 7 -9 -10 -11 11 12 23 18 -16 -17 -18 -19 20 -21 -22 22 -24 -25 25 26 27 28 29 -31
leaf_value=-0.0045368960526372707 0.0051742941715444135 -0.0022442756508964869 0.0064604874466071271 0.005301793839782477 0.011056781327351928 0.0066127566219626984 0.004116998293126623 -0.002854533027857542 0.0087469171012727245 0.0012076245782534697 0.0019718661703470881 0.010812418419739296 0.0027472995701531065 0.012553934199580303 0.0067481825958836733 -0.0033124430935182005 0.0078128087404184046 0.00099242467873794128 0.0068768113657521716 0.0020893863402307034 -0.0015935938250983045 0.00062786410323893412 0.0064571795814957192 0.0074036685669691196 0.00053068299067318377 0.0051255278276856036 0.01301844029361382 -0.00095250530430348592 0.0096097216526478801 0.004361464760559439
leaf_weight=21 45 21 480 25 30 137 45 31 76 36 244 29 49 30 37 23 20 246 72 26 21 39 26 45 37 1061 25 20 70 54
leaf_count=21 45 21 480 25 30 137 45 31 76 36 244 29 49 30 37 23 20 246 72 26 21 39 26 45 37 1061 25 20 70 54
internal_value=0 0.00516807 0.00522435 0.000810218 0.005299 0.00523478 0.00433197 0.00127335 0.00563836 0.00550585 0.00463985 0.00420249 0.00635238 0.00366828 0.00260078 0.00166781 0.00203613 0.00163911 0.00507 0.00769539 0.00413948 0.00501828 0.00295959 0.00497641 0.00559443 0.00526632 0.00540878 0.00718704 0.00617465 0.00732419
internal_weight=0 2787 2766 46 2720 2690 831 76 1859 1783 755 618 123 495 281 334 311 291 214 56 158 137 65 94 1747 1267 1230 169 144 124
internal_count=3121 2787 2766 46 2720 2690 831 76 1859 1783 755 618 123 495 281 334 311 291 214 56 158 137 65 94 1747 1267 1230 169 144 124
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 44 2 2 1 14 4 0 2 150 1 52 47 14 1 4 4 2 0 13 49 1 15 16
split_gain=29.3831 4.74512 3.01785 2.24313 1.83326 1.53586 1.03652 0.852995 0.784239 0.74849 0.705428 0.68347 0.498446 0.473666 0.460384 0.426266 0.285585 0.268575 0.252487 0.232438 0.220345 0.376872 0.21102 0.201467 0.268176 0.192959 0.165759 0.162958 0.160763 0.14957
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.14122000000000004 0.094585000000000016 0.11474000000000002 0.14960000000000004 0.09253500000000002 0.062655000000000016 0.40945500000000007 -0.18113999999999997 -0.090999999999999984 0.090480000000000019 0.086920000000000011 -0.56176499999999996 0.090100000000000013 0.076175000000000007 0.089875000000000024 -0.27825499999999997 -0.036839999999999991 0.098630000000000009 -0.030209999999999997 -1.0000000180025095e-35 -0.053364999999999996 1.0000000180025095e-35 -0.40580499999999992 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 18 11 13 9 -6 12 -5 14 -4 15 -1 -7 29 -15 -3 20 23 -22 -2 27 -25 -14 -12 -19 -11 -16
right_child=1 2 7 10 8 6 -8 -9 -10 28 26 -13 25 17 16 -17 -18 19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00062064532588054257 0.00093617333851608582 0.00033767585301874723 0.00037194269567841944 0.00079321566262339366 0.00078074452468448541 0.00078305852004424226 0.00050390169348715601 0.00055602419932178641 0.00038688564118205781 0.00011143797098259633 0.0005356482791928134 0.0011175816564830919 0.00010498730236035136 0.00098103194454916181 0.00093389191469807971 0.00041589496333115534 0.00086248480443250721 0.00084736244301596771 0.00052594280979760424 0.0010341570351053687 0.00085480422391306108 0.00048677506098779392 0.00071249874978283651 0.00081170652149602316 0.00063461520376940472 0.00029473342772467722 0.00033385784008198289 0.0010171807000297617 -7.2068977260998648e-05 0.00085215298386174252
leaf_weight=22 50 190 59 34 77 31 41 22 26 29 34 59 87 45 832 20 395 392 32 20 23 20 24 295 37 27 29 23 50 96
leaf_count=22 50 190 59 34 77 31 41 22 26 29 34 59 87 45 832 20 395 392 32 20 23 20 24 295 37 27 29 23 50 96
internal_value=0 0.000395202 0.000337332 0.000857808 0.000465123 0.000869865 0.000808842 0.000185756 0.000681324 0.000153431 0.000565601 0.000911024 0.000225643 0.000822642 0.000901963 0.000639073 0.000906641 0.000833592 0.000364813 0.000825401 0.000820116 0.000683628 0.00086363 0.000827972 0.00079197 0.000149927 0.000442761 0.000856774 -4.70567e-06 0.000925436
internal_weight=0 673 599 2448 325 2351 947 274 103 252 97 1404 173 906 1345 51 1323 855 222 810 790 43 74 747 332 114 63 415 79 928
internal_count=3121 673 599 2448 325 2351 947 274 103 252 97 1404 173 906 1345 51 1323 855 222 810 790 43 74 747 332 114 63 415 79 928
is_linear=0
shrinkage=0.00196078


Tree=5013
num_leaves=31
num_cat=0
split_feature=4 2 3 403 15 2 1375 457 1 0 149 457 150 34 16 1211 52 403 50 12 480 52 52 1447 0 1456 483 12 1212 1212
split_gain=0.392361 0.144931 0.0745409 0.105218 0.104964 0.104962 0.0902428 0.0800409 0.174169 0.0789996 0.0710922 0.0686102 0.0776116 0.0640702 0.062335 0.132741 0.118334 0.104999 0.0823902 0.0733854 0.0691021 0.106569 0.215513 0.079997 0.150913 0.0757284 0.0771535 0.0660119 0.0628407 0.104054
threshold=0.27287000000000006 0.14530500000000005 -0.081164999999999987 -0.53255499999999989 -0.15914499999999995 -0.0091949999999999983 -0.27302499999999996 0.062030000000000009 0.083135000000000014 -0.07384499999999998 0.07770500000000001 0.049680000000000009 0.08826500000000001 -0.085489999999999997 -0.08231999999999999 0.078255000000000005 0.088555000000000009 -0.0091899999999999985 0.041865000000000006 0.084405000000000022 -0.068944999999999992 0.11639500000000001 0.41173500000000007 -0.085684999999999997 -0.086409999999999987 0.089050000000000004 -0.095689999999999983 0.09364500000000002 0.089125000000000024 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 9 -7 14 -9 -5 -2 -8 -13 -11 16 20 17 18 -6 -19 -16 23 -23 24 -22 26 -25 -18 -28 -30
right_child=10 -3 3 5 7 6 11 8 -10 13 -12 12 -14 -15 15 -17 27 19 -20 -21 21 22 -24 25 -26 -27 28 -29 29 -31
leaf_value=0.011430640809703619 0.0013492645835036839 0.0011701727603993766 -0.0010673180864802722 0.0067797778965905308 0.0052867427378427241 -0.0009469150626303061 0.005158105074537774 0.0052275682075855305 -0.0052900840388610962 0.0036207653846676378 0.0066013379987063152 0.0062963350350037223 0.013055361747620224 -0.0033461571618152615 0.010950815003365279 -0.00089132638287640399 0.0031567503770000916 0.015211362593496839 0.011473805758242424 0.0091031842324626432 0.0055607080144958725 -0.0045819486560629173 0.0078331276567445863 0.010313696711738077 0.016019408984787084 -0.00028837108541102639 0.0058186896832306302 0.0086143394908064913 -0.0034035205701366069 0.0065626534398523454
leaf_weight=34 324 82 29 20 125 23 1070 74 20 22 28 65 23 33 25 31 94 24 26 109 37 29 27 36 22 21 597 29 20 22
leaf_count=34 324 82 29 20 125 23 1070 74 20 22 28 65 23 33 25 31 94 24 26 109 37 29 27 36 22 21 597 29 20 22
internal_value=0 0.00531156 0.00543794 0.00488779 0.00594219 0.00502528 0.00525565 0.00580578 0.00298977 0.00139772 0.00176704 0.00537885 0.0080629 -0.000559388 0.00601355 0.00553429 0.00703448 0.00815663 0.00635206 0.0102054 0.00577257 0.00561294 0.00140389 0.00592513 0.00946056 0.00562544 0.00580942 0.0044435 0.00555566 0.00181686
internal_weight=0 2769 2687 1285 1402 1256 1181 1368 94 75 352 1158 88 55 1274 867 407 284 151 133 836 811 56 755 59 696 675 123 639 42
internal_count=3121 2769 2687 1285 1402 1256 1181 1368 94 75 352 1158 88 55 1274 867 407 284 151 133 836 811 56 755 59 696 675 123 639 42
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=31
num_cat=0
split_feature=1 2 40 13 48 11 11 2 12 123 48 151 151 3 12 48 0 34 124 130 3 3 159 1424 158 51 3 4 1446 42
split_gain=0.334319 0.102808 0.0836531 0.0761282 0.0771811 0.0713399 0.108145 0.0764253 0.0619067 0.0666811 0.0947746 0.0636409 0.0647157 0.0591672 0.0972474 0.057046 0.0661473 0.052656 0.0806155 0.0714102 0.0509357 0.0465203 0.0447605 0.0447324 0.0477094 0.074163 0.0951245 0.0685288 0.094007 0.12125
threshold=0.12000500000000001 0.099515000000000006 0.051255000000000002 -0.23438999999999996 0.13438000000000003 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.083994999999999986 0.084995000000000015 0.087745000000000004 -0.098364999999999994 -0.083804999999999977 0.30112000000000005 -0.42850999999999995 0.10990500000000002 -0.22491999999999998 -0.038779999999999995 0.0049200000000000008 -0.0060099999999999989 -0.15327499999999997 -0.00083499999999999991 0.093660000000000007 1.0000000180025095e-35 0.080150000000000013 -0.090529999999999985 -0.088494999999999976 -0.082249999999999976 0.08393500000000001 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 8 7 -7 -1 9 -5 -11 -10 -13 17 -15 16 -14 -2 19 -19 -8 -18 -16 24 25 26 -9 28 29 -27
right_child=13 2 -4 4 -6 6 20 23 11 10 -12 12 15 14 22 -17 21 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0020928766781135514 -0.0014384909726989767 8.3959112902221033e-05 -0.0026346533652395012 0.0050104753756331222 -0.001608426318588582 0.013234410578324633 0.001475092493928969 -0.0037127743335440759 0.0098184666635158166 -0.0059297557327954572 0.0038054694677703083 -0.0010263910626235884 -0.00048655770346522329 0.0036053385749897533 -0.0050315572135150441 0.0092454931905700099 0.0044771803175633123 -0.00094808318074150332 -0.0024587363183964043 0.0044669202991300203 0.0086120173195376997 0.008009641816862291 0.00066972876721549607 0.0098615773161873227 0.006529238769796524 0.005956619974497061 0.0037898440929284589 0.0047191524746664597 0.00050153470494680935 0.011367921494541968
leaf_weight=85 33 48 20 33 22 27 20 20 24 20 20 20 25 34 40 27 411 29 25 152 20 41 21 20 210 348 109 1143 27 47
leaf_count=85 33 48 20 33 22 27 20 20 24 20 20 20 25 34 40 27 411 29 25 152 20 41 21 20 210 348 109 1143 27 47
internal_value=0 0.00477891 0.00374108 0.00392562 0.0042124 0.00513435 0.00834435 0.00502729 0.00441861 0.00168301 -0.00106214 0.00478302 0.00455239 0.00143091 -0.000680173 0.00477377 0.00452066 0.00227004 0.00286412 0.00359932 0.00504355 0.0047976 -0.00306882 0.00515693 0.00510751 0.00493127 0.00262665 0.00512123 0.00621028 0.0066005
internal_weight=0 2787 711 691 643 2076 67 2009 621 73 40 548 524 334 95 504 477 239 206 181 40 452 61 1924 1904 1694 129 1565 422 395
internal_count=3121 2787 711 691 643 2076 67 2009 621 73 40 548 524 334 95 504 477 239 206 181 40 452 61 1924 1904 1694 129 1565 422 395
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 2 4 150 43 2 4 16 12 2 14 0 15 11 16 3 43 47 131 2 160 3 3
split_gain=19.9232 2.48565 2.04151 1.41204 1.15322 0.965386 0.815092 0.68493 0.591681 0.535552 0.4738 0.438588 0.393545 0.492911 0.363816 0.346947 0.336056 0.248369 0.270913 0.320414 0.235916 0.250465 0.216725 0.296425 0.200816 0.198361 0.357269 0.180743 0.208613 0.166835
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.12794000000000003 0.090285000000000018 0.40124500000000002 0.11362000000000001 0.033845000000000007 0.09487000000000001 -0.066504999999999995 0.14285500000000004 0.27834500000000006 -0.069894999999999985 0.13597000000000004 0.087470000000000006 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 0.080455000000000013 -0.066924999999999985 0.095270000000000007 -0.083134999999999987 0.091680000000000011 0.082750000000000004 0.31358000000000003 -0.067824999999999983 -0.0025099999999999996 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 12 17 24 10 15 11 16 13 -3 -7 20 -1 18 19 -4 21 -8 23 -6 -5 26 -14 -15 -29 -13
right_child=1 5 6 7 22 14 9 -9 -10 -11 -12 29 25 27 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00056130413433848195 0.00053871188622200885 0.00059136297752368538 0.0010031489691897935 0.00099611652234132667 0.00063704039786710131 0.00043210187278614913 0.00096212372502541162 0.00055058801683966895 0.00059608028133050471 0.00080696144604194928 0.00061662256511482195 0.00097008786988515632 0.00027880565147035756 0.00048693628618072873 0.00077130518085514717 0.00071736341839790979 0.00085965802222428146 0.0011250303294398493 0.0009841160708890101 0.00066023618846122387 0.0010470034714318312 0.00088799635797179787 0.00071931439135813609 0.00033780069327821915 0.0008113483659454992 0.00041886157429247509 -2.5787717187959772e-05 0.00039318128103549879 0.00019030764294952594 0.00079914753971730952
leaf_weight=21 181 40 20 42 35 20 352 29 31 171 24 180 57 23 31 29 47 46 1053 22 67 349 39 20 49 20 20 38 40 25
leaf_count=21 181 40 20 42 35 20 352 29 31 171 24 180 57 23 31 29 47 46 1053 22 67 349 39 20 49 20 20 38 40 25
internal_value=0 0.000523356 0.000923471 0.000648063 0.000798979 0.000393471 0.000948381 0.000813 0.000853851 0.00090653 0.000880757 0.000903977 0.000341011 0.000407144 0.000638284 0.000927893 0.000767519 0.000983886 0.000977957 0.000823528 0.000935843 0.000925219 0.000607507 0.000528226 0.000896626 0.00024488 0.00019969 0.000334185 0.000289144 0.000949241
internal_weight=0 590 2531 301 422 289 2109 120 328 968 297 273 238 141 51 797 68 1141 1095 42 768 701 94 55 91 97 77 101 78 205
internal_count=3121 590 2531 301 422 289 2109 120 328 968 297 273 238 141 51 797 68 1141 1095 42 768 701 94 55 91 97 77 101 78 205
is_linear=0
shrinkage=0.00196078


Tree=5016
num_leaves=31
num_cat=0
split_feature=1 52 2 1 0 2 2 14 1 2 3 2 4 0 49 3 4 1 13 10 1 2 52 3 4 4 0 4 475 3
split_gain=22.3931 2.6343 2.36212 1.90683 1.12129 1.00795 1.00527 0.903279 0.694854 0.675938 0.603172 0.583847 0.557441 0.383067 0.434493 0.335764 0.302887 0.288974 0.280833 0.280485 0.240362 0.270983 0.236404 0.233937 0.23387 0.228438 0.262943 0.212381 0.200782 0.3867
threshold=0.10752500000000002 -0.40306999999999998 0.099515000000000006 0.12408500000000001 -0.13027499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.062655000000000016 0.094090000000000021 0.17025000000000004 -0.022174999999999997 0.14122000000000004 0.40945500000000007 -0.11173999999999999 0.082865000000000008 0.30112000000000005 0.0067750000000000006 0.099400000000000002 -0.14179999999999995 -0.39453499999999991 0.083135000000000014 0.087995000000000004 -0.56176499999999996 -0.010424999999999999 0.063160000000000008 -0.55119499999999988 -0.079119999999999982 0.0082450000000000006 -0.081364999999999979 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 17 10 8 13 -1 12 27 18 15 14 20 -5 25 -4 -6 -11 -8 -22 -20 -14 -13 -15 -27 -3 -24 -30
right_child=1 3 4 9 11 -7 7 -9 -10 19 -12 24 23 16 -16 -17 -18 -19 22 -21 21 -23 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.00093720849753348818 0.00091642310750160829 0.0010150677550072762 0.00077279021595643847 0.00057873546005576956 0.00063975718201083297 0.00048234554557431214 0.0009199187420412939 0.0011668196297309219 0.00057890963107855634 0.00027927843793830117 0.00052062427360548974 0.00046877728957755895 0.00042407403520761642 0.0011696446286975279 0.0010407675214174415 0.00029902743493537162 0.0008605215797848003 0.00053338648613984068 0.0010271643417249232 -3.5455070705002744e-06 0.00086347796702965272 0.00061319913952051844 0.0010110725740007326 0.00024896921003899334 0.00076863632701775614 0.00097887323273122395 0.00092047597814862636 0.00076957235024088908 0.00068361828119980084 0.0008754853022516347
leaf_weight=38 52 20 28 66 20 169 35 78 46 28 33 20 44 21 35 22 111 63 37 26 29 39 32 88 20 1145 400 42 47 287
leaf_count=38 52 20 28 66 20 169 35 78 46 28 33 20 44 21 35 22 111 63 37 26 29 39 32 88 20 1145 400 42 47 287
internal_value=0 0.000494993 0.000919184 0.00045426 0.000806026 0.000573183 0.000950893 0.000960207 0.000740997 0.000339676 0.000734779 0.000845134 0.000387926 0.000951328 0.000852026 0.000508808 0.0009595 0.000607049 0.000866546 0.000143104 0.000787891 0.000719936 0.000877801 0.000307337 0.000618707 0.000966515 0.000963754 0.000848764 0.000862701 0.000848486
internal_weight=0 590 2531 538 554 264 1977 1893 84 274 95 463 220 1815 138 88 1677 91 423 54 103 68 403 132 40 1566 1545 62 366 334
internal_count=3121 590 2531 538 554 264 1977 1893 84 274 95 463 220 1815 138 88 1677 91 423 54 103 68 403 132 40 1566 1545 62 366 334
is_linear=0
shrinkage=0.00196078


Tree=5017
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 150 0 49 4 4 1 49 1 40 50 0 4 1 3 15 3 47 3 2
split_gain=34.0261 5.57847 2.89076 2.4524 1.74657 1.74035 1.13393 1.22349 0.976891 0.927176 0.860997 0.749119 0.559978 0.785458 0.583012 0.532417 0.505028 0.461691 0.397872 0.380801 0.359041 0.349886 0.449554 0.34837 0.3217 0.320294 0.27308 0.216566 0.210928 0.210561
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14753000000000002 0.09253500000000002 1.0000000180025095e-35 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 -0.15464999999999998 0.083135000000000014 -0.054984999999999992 0.13436000000000001 -0.077714999999999992 0.041865000000000006 -0.079119999999999982 -0.55119499999999988 0.13075500000000004 -0.12711499999999995 -0.095869999999999983 -0.13927999999999999 0.10648500000000001 0.088060000000000013 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 8 19 27 12 11 -4 26 13 16 21 -9 -1 -2 -17 -3 -6 -14 -23 29 -24 -18 -7 -8 -27 -5
right_child=1 4 10 23 20 9 7 15 -10 -11 -12 -13 14 -15 -16 18 25 -19 -20 -21 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00090771471003335655 0.00056119836193572125 0.00029506377542537509 0.00083196829497436068 0.00063100484461566203 -1.7020061788654406e-05 0.000976768721639197 0.00055610408256413411 0.0006464708698502577 0.0011655887708037138 0.00048100904725930266 0.00044688729161950077 0.000538127516743307 0.00097640402563810757 0.0010824692566521695 0.00080842962405839713 0.00034854875938840146 0.00081723561204216958 0.00086466585942598516 8.9856825767933092e-05 4.4953539602312392e-05 0.00026302006268732488 0.0011822811263130311 0.00070583604986798794 0.00019319299136720647 0.00091108038510998382 0.00040661235158987434 0.00083737566118509768 0.00080682733131300088 0.00067516382011916019 0.00038747469446075871
leaf_weight=46 23 44 34 21 75 64 27 20 76 30 65 30 1140 35 106 149 26 119 27 50 23 22 32 24 356 22 347 26 23 39
leaf_count=46 23 44 34 21 75 64 27 20 76 30 65 30 1140 35 106 149 26 119 27 50 23 22 32 24 356 22 347 26 23 39
internal_value=0 0.000407927 0.000907366 0.000658416 0.000279558 0.000921164 0.000345516 0.000414786 0.000947815 0.000814558 0.000579137 0.000837248 0.000938661 0.000824761 0.000949116 0.000343313 0.000747669 0.000815513 0.000308863 0.000162026 4.87036e-05 0.000958737 0.000909614 0.000392848 0.000894153 0.000643977 0.000859082 0.0006791 0.000543872 0.00047271
internal_weight=0 667 2454 226 441 2355 343 249 1884 471 99 441 1808 152 1656 196 117 142 176 94 98 1550 410 84 388 71 411 53 45 60
internal_count=3121 667 2454 226 441 2355 343 249 1884 471 99 441 1808 152 1656 196 117 142 176 94 98 1550 410 84 388 71 411 53 45 60
is_linear=0
shrinkage=0.00196078


Tree=5018
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 14 1 2 0 49 4 4 47 2 50 1 1 4 1 3 150 1 2 15 39
split_gain=40.3717 5.04002 4.01952 2.31765 2.23634 1.88552 1.44564 1.43777 1.19539 1.01724 0.751172 0.750153 0.712169 0.538966 0.517224 0.515297 0.475953 0.417347 0.41208 0.405797 0.402397 0.393194 0.379653 0.376284 0.333492 0.328073 0.309131 0.285437 0.272564 0.263224
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.095330000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.076175000000000007 0.10124500000000002 0.13501500000000002 0.11070500000000001 -0.012034999999999999 0.23246000000000003 -0.04890499999999999 0.077555000000000013 0.10402500000000002 0.041865000000000006 0.12958500000000003 0.12408500000000001 0.033845000000000007 0.12000500000000001 -0.14847999999999997 0.084335000000000007 0.13075500000000004 0.095545000000000005 -0.41942499999999994 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 13 7 10 23 20 -6 22 18 15 17 -2 24 -10 -1 25 28 -9 -18 -4 -3 -8 -11 -5 -26 -7 -30
right_child=1 5 6 26 9 19 12 8 16 11 -12 -13 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0013181871933418 0.00093100252529314037 0.00072665789965053204 0.0014090794157243995 0.00085740645434342184 0.0013629221778591551 0.00049111952626116771 0.0014801237767106533 0.0012912783711989295 0.001024286741135167 0.0012537790178393975 0.001650461724861791 0.0008423314747994608 0.001022092160446192 0.001056194604061218 0.001278914239945149 0.0010209384578369867 0.00077248147417369759 0.0015879648708110481 0.00084127876020613165 0.00063996374486403288 0.00090699151596602273 0.00056196313425869906 0.0013058029780293149 0.00043995564552250888 0.001360332361611304 0.0010127741445021918 0.00058668258986466269 0.0012590024388883393 0.00010006843453935345 0.00039671779374408602
leaf_weight=145 20 24 1373 50 31 29 46 22 20 49 47 85 36 26 92 23 103 26 21 23 20 51 152 66 194 39 24 238 23 23
leaf_count=145 20 24 1373 50 31 29 46 22 20 49 47 85 36 26 92 23 103 26 21 23 20 51 152 66 194 39 24 238 23 23
internal_value=0 0.000771788 0.00134135 0.00103888 0.00116667 0.000648822 0.00137631 0.000724628 0.000811386 0.00103311 0.00140631 0.000980404 0.00128847 0.00131921 0.00121679 0.00130761 0.000739721 0.00135921 0.00108808 0.00041212 0.00110828 0.000702764 0.00139879 0.00051641 0.00132141 0.00114697 0.000769604 0.00130451 0.000342247 0.000248393
internal_weight=0 590 2531 186 422 404 2109 306 216 225 1572 194 537 197 112 501 174 171 109 98 42 154 1525 90 478 88 74 432 75 46
internal_count=3121 590 2531 186 422 404 2109 306 216 225 1572 194 537 197 112 501 174 171 109 98 42 154 1525 90 478 88 74 432 75 46
is_linear=0
shrinkage=0.00196078


Tree=5019
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 14 150 2 1 4 4 0 15 1 0 4 158 50 49 1 15 4 151 4 3 3 4
split_gain=35.8523 4.47333 3.76229 2.34957 2.28934 1.80157 1.26959 1.31897 1.10217 1.08982 1.12321 0.894647 0.588555 0.47418 0.46481 0.541881 0.431408 0.419015 0.414493 0.413235 0.408264 0.4005 0.382461 0.375501 0.361141 0.346947 0.308896 0.293795 0.285106 0.253827
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.099515000000000006 0.27834500000000006 0.14530500000000005 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 1.0000000180025095e-35 0.14122000000000004 0.09253500000000002 0.033845000000000007 -0.04890499999999999 -0.11173999999999999 -0.097454999999999986 0.10124500000000002 -0.079119999999999982 0.053180000000000012 0.085030000000000008 0.041865000000000006 -0.012034999999999999 0.13436000000000001 -0.41396999999999995 -0.55119499999999988 -1.0000000180025095e-35 -0.020529999999999996 -0.13927999999999999 -0.091869999999999993 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 21 6 -3 -8 12 10 18 -4 14 -9 15 -1 -11 -16 27 29 23 -2 -15 -7 -19 -25 -17 -5 -29 -14
right_child=1 5 11 9 -6 20 7 13 -10 16 -12 -13 19 22 17 26 -18 24 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0014367443368867841 0.00092463622052295531 0.00051216025400525346 0.0011963336207531177 0.0013831887945346866 0.00073167125348477498 0.00050044985232399961 0.001101257721610875 0.00099716404635532218 0.0015666378179301518 0.001099589578168211 0.00090004957638705884 0.00081444887663985994 0.0011994554740346335 0.00071877306187748265 0.0013598453158804767 0.0012632571390363014 0.00070966576550192395 0.0015328417062334409 0.0011420138188849409 0.0014060444195781942 0.00063460479900939585 0.0012307839093369393 0.00044887211017601274 0.00039415206698238697 0.0012749033117161104 5.3577211456022396e-05 0.00095905214592380598 0.0010194071104713514 0.0012646701813656311 0.00096838363444635143
leaf_weight=23 20 90 34 77 74 32 42 20 74 20 41 77 108 127 1172 21 24 22 119 33 23 92 24 23 406 23 33 20 205 22
leaf_count=23 20 90 34 77 74 32 42 20 74 20 41 77 108 127 1172 21 24 22 119 33 23 92 24 23 406 23 33 20 205 22
internal_value=0 0.000747668 0.00128441 0.0013006 0.000999293 0.000631821 0.000707418 0.000789921 0.00133201 0.00118177 0.00120985 0.000931423 0.00132258 0.000713453 0.00133351 0.0011847 0.000886904 0.00134067 0.00124003 0.00121009 0.00040503 0.00117611 0.000675875 0.000337335 0.00128816 0.000223865 0.00107735 0.00127865 0.00124287 0.00116035
internal_weight=0 590 2531 2420 186 404 303 213 1914 506 462 111 1840 171 1677 77 44 1600 421 163 101 112 151 78 428 46 54 302 225 130
internal_count=3121 590 2531 2420 186 404 303 213 1914 506 462 111 1840 171 1677 77 44 1600 421 163 101 112 151 78 428 46 54 302 225 130
is_linear=0
shrinkage=0.00196078


Tree=5020
num_leaves=31
num_cat=0
split_feature=1 3 4 1 46 2 159 2 133 150 10 403 3 0 123 4 159 480 155 1 2 2 1 49 50 50 43 15 0 475
split_gain=0.84159 0.226406 0.133298 0.118967 0.133806 0.0934638 0.0950946 0.117845 0.0931835 0.124378 0.0907087 0.0894856 0.0928048 0.0817702 0.0805462 0.0755361 0.0697424 0.0803787 0.0676691 0.0865297 0.0645071 0.145062 0.0667721 0.0642687 0.0657353 0.0930268 0.0700902 0.069305 0.119057 0.068575
threshold=0.10312500000000001 -0.063814999999999997 0.40124500000000002 0.14262000000000002 0.081930000000000017 0.090425000000000019 0.0089800000000000019 0.10855000000000002 0.017095000000000003 0.083555000000000004 -0.062879999999999978 -1.0000000180025095e-35 -0.14186499999999996 -0.030209999999999997 0.11679000000000002 0.09173000000000002 0.11576000000000002 -0.085809999999999984 0.085195000000000007 0.087325000000000014 -1.0000000180025095e-35 0.10613000000000002 0.10638500000000002 0.12011500000000001 0.10803500000000001 0.10583000000000002 -0.085739999999999997 -0.077844999999999984 -0.082284999999999983 -0.087794999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 4 14 16 8 -8 9 11 -5 -7 -13 18 20 -2 17 -1 19 -14 -3 22 -22 24 25 29 -26 -28 -29 -19
right_child=1 3 -4 10 -6 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 23 -20 -21 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.014970532312201194 0.0089624365401600233 0.0018588817011914217 0.0010250439561125611 -0.0053018961999831459 0.01239044033922255 0.011912806003409274 0.011812384301904313 0.0054913214827254893 0.0086985162773543095 0.00061585846476990621 0.0021126164917912721 0.01055701852413525 0.006631551789770789 0.0016723906064814911 -0.0021798835438676177 0.0054522176067251099 0.0052275079933315283 0.005110345154945903 0.011667929084100963 -0.00029993496893439443 0.0054032474692741576 0.0039015221702478203 0.012515557026772789 0.003730823257938028 0.012376285592714947 0.016251118875862586 0.0098571003054178531 -0.0009381693813742863 0.0078462985538256657 0.0096648412812257931
leaf_weight=26 134 80 22 21 20 34 121 39 379 33 77 48 181 41 20 113 40 34 23 20 22 210 33 20 21 21 31 27 36 1194
leaf_count=26 134 80 22 21 20 34 121 39 379 33 77 48 181 41 20 113 40 34 23 20 22 210 33 20 21 21 31 27 36 1194
internal_value=0 0.00489387 0.0087731 0.00363449 0.0044263 0.00884506 0.00805608 0.0102716 0.00758903 0.00648247 0.000523792 0.00704039 0.00651112 0.00577827 0.00398991 0.00735655 0.00934511 0.00946192 0.0065298 0.00594185 0.00434758 0.00509888 0.00967063 0.00935843 0.00944095 0.0096516 0.00715312 0.00598624 0.00408153 0.00953874
internal_weight=0 730 2391 483 385 2369 919 160 759 380 98 347 313 265 365 247 1450 1410 224 201 345 265 55 1384 1364 1249 115 94 63 1228
internal_count=3121 730 2391 483 385 2369 919 160 759 380 98 347 313 265 365 247 1450 1410 224 201 345 265 55 1384 1364 1249 115 94 63 1228
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 150 4 1 2 50 49 12 4 40 475 15 1 2 11 1 2 42 3 2
split_gain=23.0829 3.77403 1.8403 1.63438 1.23038 1.19286 0.87935 0.900621 0.767505 0.649774 0.518298 0.477474 0.387844 0.387687 0.567174 0.349261 0.326061 0.246262 0.283884 0.227545 0.220175 0.21397 0.23518 0.206914 0.188054 0.178283 0.172277 0.165953 0.363557 0.298325
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.077845000000000011 1.0000000180025095e-35 -0.15289999999999995 0.089770000000000016 0.090425000000000019 0.041865000000000006 -0.054984999999999992 0.090545000000000014 -0.51253999999999988 -0.077474999999999988 -0.07550999999999998 -0.089964999999999976 0.14699000000000004 -0.0091949999999999983 0.084680000000000019 0.12408500000000001 0.11411 0.085465000000000013 -0.096099999999999977 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 19 -8 13 11 -4 20 -9 17 23 21 -2 18 -1 -3 -7 22 -6 -15 -18 -14 -5 29 -29 -19
right_child=1 4 10 26 15 9 7 12 -10 -11 -12 -13 25 14 -16 -17 24 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011415797010078039 0.00057204191057680007 0.00034625351591307613 0.00082687320766829651 0.00055985091047154524 0.00028634245049710292 0.00093442179341670295 0.00069492107523929801 0.00066235526008348838 0.0010889450589846531 0.00054973861570494539 0.00051185995982319437 0.00056949774197491453 0.00041124280660606832 0.0006712840795389933 0.00054199869872308235 0.0003661885266199281 0.00077979585606288292 0.00096919517472476261 0.0009114174052260724 0.00015313536385815887 0.0008064604804598098 -5.9987913066796867e-05 4.6710550839848376e-05 0.00086507782773958305 0.00095559238940112149 0.00026297012862925922 0.00037452953593019521 0.00057567113026007089 0.00084721693138351884 0.00082515165665991361
leaf_weight=21 23 45 28 30 31 61 53 20 76 41 71 30 121 23 25 26 87 104 1090 49 339 22 32 268 32 42 54 22 137 118
leaf_count=21 23 45 28 30 31 61 53 20 76 41 71 30 121 23 25 26 87 104 1090 49 339 22 32 268 32 42 54 22 137 118
internal_value=0 0.000451483 0.000862842 0.000657515 0.000345897 0.000873851 0.000405964 0.000469843 0.000895916 0.000785592 0.000600955 0.000808081 0.000404657 0.000887802 0.000825413 0.00016732 0.000785762 0.000901016 0.000915768 0.000245586 0.000825975 0.00010649 0.000164625 0.000849761 0.000827069 0.000373038 0.000440716 0.000857999 0.000809645 0.000892632
internal_weight=0 667 2454 226 441 2355 330 236 1884 471 99 430 183 1808 316 111 142 1492 1111 94 400 85 63 291 119 163 84 381 159 222
internal_count=3121 667 2454 226 441 2355 330 236 1884 471 99 430 183 1808 316 111 142 1492 1111 94 400 85 63 291 119 163 84 381 159 222
is_linear=0
shrinkage=0.00196078


Tree=5022
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 49 0 13 1 40 1 0 11 3 1 1 160 16 11 40 2 159 0 49
split_gain=36.1683 5.93166 2.8289 2.72811 1.95223 1.84116 1.38272 1.1037 0.998434 0.77902 0.679784 0.568137 0.495057 0.465301 0.385376 0.328241 0.301902 0.296931 0.352869 0.486185 0.305226 0.296901 0.25376 0.246081 0.228627 0.224432 0.220081 0.210558 0.210204 0.205556
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.089775000000000008 0.10731 0.09253500000000002 0.062655000000000016 -0.054984999999999992 -0.22491999999999998 -1.0000000180025095e-35 0.091450000000000017 -0.077714999999999992 0.16175000000000003 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.090840000000000018 0.13075500000000004 -1.0000000180025095e-35 0.27252000000000004 0.084680000000000019 -0.063404999999999989 -0.0091949999999999983 0.0089800000000000019 -0.099059999999999995 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 7 15 10 28 -4 14 -2 -9 25 -1 -3 -6 18 19 -14 -20 -5 -15 27 -13 -10 -16 -21 -8 -11
right_child=1 4 9 21 16 -7 8 12 13 29 -12 24 17 22 26 -17 -18 -19 20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010537328147998913 0.00061758490860632626 0.00033815373937783137 0.00089838133685531422 0.00052778877950162987 0.00016469753781100677 0.00062567017254574846 0.00059913880433197367 0.00073484889290463952 0.00046889362755294457 0.00062942088011226844 0.0012542857486728656 0.00089217926711861748 0.00075723751127218996 0.00071072761360031864 0.0007668067912991141 0.00010992098855329495 -0.00010053150470600742 0.00073341006385710308 0.0012646792305200374 0.00097463305576254056 0.0010089832658276838 0.00027034942865724758 0.00046733561723774517 0.00089842049175486917 0.0010738599664840167 0.0002809520528634474 0.00098294084556887736 0.0010730067087571335 0.00081940889759089352 0.00040026092516311115
leaf_weight=1118 24 47 34 61 77 48 36 36 36 34 59 89 42 23 20 50 21 20 28 487 50 24 58 134 38 76 192 101 31 27
leaf_count=1118 24 47 34 61 77 48 36 36 36 34 59 89 42 23 20 50 21 20 28 487 50 24 58 134 38 76 192 101 31 27
internal_value=0 0.000483837 0.000992229 0.000736085 0.000353 0.00100572 0.000420293 0.0010137 0.000494828 0.000660551 0.00104833 0.000894256 0.000960128 0.000423237 0.0010392 0.000220508 0.000107863 0.000969537 0.000975145 0.00096232 0.00110077 0.0004551 0.000536447 0.00097425 0.00094654 0.000341362 0.000962551 0.000991531 0.000701055 0.000527989
internal_weight=0 691 2430 236 455 2335 357 2287 260 95 1389 151 898 193 1330 97 98 862 842 764 78 85 81 722 127 112 212 588 67 61
internal_count=3121 691 2430 236 455 2335 357 2287 260 95 1389 151 898 193 1330 97 98 862 842 764 78 85 81 722 127 112 212 588 67 61
is_linear=0
shrinkage=0.00196078


Tree=5023
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 2 4 2 4 159 14 14 12 14 1 0 42 47 16 1 3 16 52 124 51 43 3 11
split_gain=33.2835 3.92706 3.34356 2.65078 2.01032 1.48151 1.46352 1.14176 1.0451 0.741793 0.687938 0.588188 0.538205 0.433373 0.430356 0.428614 0.427443 0.416892 0.393969 0.366934 0.390534 0.341651 0.315885 0.396056 0.299301 0.289281 0.281257 0.27323 0.297727 0.262336
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092390000000000014 0.090285000000000018 0.13075500000000004 0.14285500000000004 -0.17966999999999997 0.11389000000000002 0.033845000000000007 0.084250000000000005 0.076175000000000007 0.062655000000000016 0.13597000000000004 -0.44847999999999993 0.16175000000000003 -0.13027499999999997 -1.0000000180025095e-35 0.077555000000000013 0.10994000000000002 0.10293500000000001 -0.13927999999999999 -0.066924999999999985 -0.53964499999999982 -0.081719999999999987 -0.033649999999999992 -0.067199999999999996 0.11658 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 9 12 15 11 -6 13 14 18 17 19 22 -3 -8 -4 -5 20 26 25 -7 -24 -2 -10 -1 -20 -29 -17
right_child=1 6 5 7 8 10 16 -9 21 -11 -12 -13 -14 -15 -16 29 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00079236140328587269 0.0012061698179618985 0.00075153898909182022 0.00094841693567900703 0.001015199794600101 0.0011571888057958512 0.0012439841152598527 0.00034918728097677249 0.00035095693730223673 0.00070501744760442754 0.00073730261289180925 0.00098063058615296397 0.00049147105324528996 0.001405541875732321 0.0013761013108778766 0.00088321721839937025 0.0004553071886008988 6.8513246143565463e-05 0.0011951237674831265 0.00057686809829039863 0.0012805525333650651 0.0012207613333336956 0.00063702142706104352 0.0011593467078516678 0.0010653129517704555 0.0009553893161204773 0.00092200778721216229 0.0010374624622997894 0.00097961859668002399 0.00070128933309469865 0.00070915388272089119
leaf_weight=22 24 41 27 21 28 79 126 45 44 22 171 38 46 22 29 72 25 1068 34 31 38 65 350 339 77 51 99 22 45 20
leaf_count=22 24 41 27 21 28 79 126 45 44 22 171 38 46 22 29 72 25 1068 34 31 38 65 350 339 77 51 99 22 45 20
internal_value=0 0.00060087 0.00111802 0.000754982 0.000958703 0.0011499 0.000434819 0.000626884 0.000807717 0.00108001 0.00109348 0.000704489 0.00119777 0.00111557 0.00111769 0.000584799 0.000302718 0.00118904 0.000770839 0.0010854 0.00104736 0.00074656 0.00112655 0.00111308 0.00101498 0.000821507 0.000992899 0.000720031 0.000792681 0.000510491
internal_weight=0 590 2531 306 422 2109 284 205 188 234 968 160 1141 212 797 133 151 1095 122 190 159 160 768 689 101 95 121 101 67 92
internal_count=3121 590 2531 306 422 2109 284 205 188 234 968 160 1141 212 797 133 151 1095 122 190 159 160 768 689 101 95 121 101 67 92
is_linear=0
shrinkage=0.00196078


Tree=5024
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 2 2 34 42 15 14 16 0 159 42 52 457 1 1 0 13 2 15 47 14 0
split_gain=28.6063 4.59488 3.01129 2.16159 1.72014 1.67582 1.22255 0.887736 0.863475 0.782329 0.737659 0.834059 0.632962 0.503755 0.486609 0.433495 0.396434 0.37768 0.430946 0.44654 0.712112 0.352526 0.351637 0.308856 0.284517 0.276852 0.234491 0.231436 0.24089 0.237394
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 -0.15464999999999998 0.089885000000000007 0.10699500000000002 0.13754500000000003 -1.0000000180025095e-35 -0.0060199999999999993 -0.081924999999999984 0.062655000000000016 -0.39185999999999993 -0.10474999999999998 0.082585000000000006 0.075730000000000006 -0.56176499999999996 0.048635000000000005 0.085110000000000005 0.091195000000000012 -0.070154999999999981 -0.053889999999999993 0.12358500000000001 -0.41942499999999994 0.090100000000000013 -0.46166999999999997 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 8 -4 14 -6 11 -9 -5 16 22 -13 -12 18 19 -10 24 23 -1 -19 -21 -17 -18 28 -3 -30
right_child=1 2 7 12 9 -7 -8 10 17 -11 13 15 -14 -15 -16 25 26 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011001731704502729 0.0010438705108976893 0.00070705793089996093 0.00072678948326182426 0.0010449709208041377 0.00097030023173105796 0.00068859023322028661 0.00061852713450302483 0.00021802785033575936 0.0011525135937120892 0.0005803694324628784 0.00049979542403132127 0.00040650464214222754 0.00066673517592397385 -9.6782646378665923e-06 0.0012680187717392104 0.00081976537143482883 0.00035015143854469171 0.0011260257975865399 0.0010450820241856018 0.00076419775731632021 0.00059526617379139762 0.0013448356190760707 0.001014409153132887 0.00088529838174689741 0.00097136577435436575 0.00051437682730000539 0.00010842168305479072 0.00070946456480437063 0.00063996348852989483 0.00046331361698247555
leaf_weight=1117 74 26 25 22 74 48 24 44 38 27 26 43 75 27 59 25 27 85 377 28 23 21 220 27 284 21 36 33 38 127
leaf_count=1117 74 26 25 22 74 48 24 44 38 27 26 43 75 27 59 25 27 85 377 28 23 21 220 27 284 21 36 33 38 127
internal_value=0 0.000582917 0.000525971 0.00103937 0.000653623 0.0010512 0.00105876 0.00037456 0.0010634 0.000866061 0.000339195 0.000438864 0.000752521 0.000224919 0.00109375 0.000548042 0.000296089 0.00101541 0.000998331 0.000951078 0.000928228 0.00111171 0.00108606 0.00106799 0.000952774 0.000680349 0.00021202 0.000557836 0.000531638 0.000503997
internal_weight=0 673 599 2448 325 2351 2303 274 2279 101 249 133 97 116 1396 89 89 883 750 373 335 133 1337 112 312 46 63 224 191 165
internal_count=3121 673 599 2448 325 2351 2303 274 2279 101 249 133 97 116 1396 89 89 883 750 373 335 133 1337 112 312 46 63 224 191 165
is_linear=0
shrinkage=0.00196078


Tree=5025
num_leaves=31
num_cat=0
split_feature=1 3 4 1 46 2 4 14 10 124 15 123 483 1 13 51 0 157 16 49 160 4 42 1212 1212 403 3 457 456 2
split_gain=1.29232 0.311428 0.156886 0.137103 0.137873 0.12428 0.111923 0.0917275 0.0901622 0.084914 0.0792741 0.0778896 0.0737786 0.0698942 0.0697428 0.0790061 0.076114 0.130139 0.214961 0.136084 0.0972048 0.0811468 0.0781811 0.0780397 0.0921967 0.0719852 0.115985 0.0812882 0.065857 0.0864044
threshold=0.10337500000000001 -0.063814999999999997 0.40124500000000002 0.14262000000000002 0.081930000000000017 0.14122000000000004 0.41257000000000005 0.062655000000000016 -0.062879999999999978 -0.076779999999999987 0.094035000000000007 0.11679000000000002 0.086010000000000017 0.081315000000000012 0.0049450000000000006 0.11144500000000002 -0.10096999999999999 -0.067349999999999979 -0.018494999999999998 0.0021350000000000002 -0.023379999999999995 0.0033150000000000007 0.089625000000000024 0.12218000000000002 0.10321500000000002 0.090990000000000015 -0.089819999999999983 0.062030000000000009 0.090345000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 11 7 -2 9 -5 -1 13 12 28 -9 16 25 17 -11 19 20 -19 -22 23 24 -18 27 -27 -16 29 -3
right_child=1 3 -4 8 -6 -7 -8 10 -10 14 -12 -13 -14 -15 15 -17 22 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0078032548738718455 0.010177717440226376 0.0020289416209474873 0.0024117285089397976 -0.0046472980374736451 0.013438809085637334 0.005437252965823907 0.0053052739846862103 0.013791424440486092 0.002744841967503746 0.0019470035497631346 0.010343760427306682 -0.0011566485301591457 0.0090846324023335576 0.021202016454190016 0.0098910641279092368 0.0039858352848450131 0.011918841108502226 0.011728357260340248 0.020042020594701171 0.012832358901699384 0.00065807380472376409 0.0075147220621713338 0.010412951169259279 0.017810303662818942 0.00506754054222256 0.017528717455764613 0.0083061506329104307 0.0033843289955430445 -0.00032617451446033863 0.0061730492287223222
leaf_weight=87 179 67 22 21 20 41 64 35 77 21 34 20 44 20 224 23 1095 29 20 60 28 45 501 22 20 30 25 21 24 202
leaf_count=87 179 67 22 21 20 41 64 35 77 21 34 20 44 20 224 23 1095 29 20 60 28 45 501 22 20 30 25 21 24 202
internal_value=0 0.00598265 0.0108176 0.00449304 0.00535924 0.0108953 0.00889444 0.0109909 0.00116081 0.0108664 0.0141396 0.0049066 0.00526644 0.0164862 0.0109896 0.00963424 0.0112274 0.00940089 0.0102609 0.00905341 0.0068305 0.00488477 0.0114537 0.0119123 0.0117959 0.0100673 0.0133366 0.00933334 0.00469306 0.00514087
internal_weight=0 718 2403 475 377 2381 243 2340 98 2251 89 357 337 55 2164 323 1841 203 182 162 102 73 1638 1137 1115 300 55 245 293 269
internal_count=3121 718 2403 475 377 2381 243 2340 98 2251 89 357 337 55 2164 323 1841 203 182 162 102 73 1638 1137 1115 300 55 245 293 269
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 47 4 4 0 2 4 12 0 2 14 52 0 4 0 2 15 43 4 12 0 2 3
split_gain=24.1841 2.88298 2.54485 2.04838 1.47435 1.04561 0.874914 0.601281 0.581955 0.53971 0.532177 0.494361 0.471956 0.434555 0.419181 0.396047 0.468526 0.370086 0.313368 0.264022 0.318662 0.24649 0.238103 0.236405 0.230622 0.189725 0.196806 0.182357 0.176568 0.168389
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.088105000000000003 0.090285000000000018 0.053180000000000012 0.13082500000000002 0.40473500000000007 -0.15464999999999998 -0.23194499999999998 0.14285500000000004 0.27834500000000006 0.13597000000000004 -0.066089999999999996 0.092235000000000025 0.076175000000000007 1.0000000180025095e-35 -0.11242999999999999 0.181285 -0.11242999999999999 0.11389000000000002 -0.41942499999999994 -0.04890499999999999 -0.059649999999999988 -1.0000000180025095e-35 -0.22491999999999998 0.10402500000000002 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 -3 17 14 12 -7 -6 -1 13 -5 21 16 24 19 28 20 -4 -8 25 -14 -12 -13 -27 -26 -18 -15
right_child=1 3 6 8 10 9 7 -9 -10 -11 15 22 23 29 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0010833661000571363 0.00082151544242423048 0.00037625342028443844 0.00054724821492153051 0.00043415562294202569 0.00077910909086794538 0.00074986758093100706 0.0010399935754188691 0.00069180331180432168 0.00045935413195948184 0.00041743532051097509 0.00052253971278083092 0.00087360935259599983 0.0002055204385091024 0.00030600707594109387 0.00059532721786985853 0.00031486127978185561 0.00054181825906998303 0.0010583597172658258 0.00069659454163675219 0.00088491006398565644 0.00088922244873488861 0.0008294901569762058 0.00057565052137057099 7.4686943202890372e-06 0.00063819934047904664 0.00079893687736190121 0.00059363728734702545 0.0008917106321580659 0.00034350058610687002 0.00013571075272555039
leaf_weight=22 52 179 20 39 40 57 22 150 34 28 20 70 37 33 29 28 28 46 20 1053 22 767 21 62 20 58 26 24 45 69
leaf_count=22 52 179 20 39 40 57 22 150 34 28 20 70 37 33 29 28 28 46 20 1053 22 767 21 62 20 58 26 24 45 69
internal_value=0 0.000380642 0.00082147 0.000338029 0.000682476 0.000461288 0.000849282 0.000805923 0.000219269 0.00064036 0.00057403 0.000806336 0.000185257 0.000258116 0.00082685 0.000529688 0.000568001 0.000886067 0.000479143 0.000878829 0.000726378 0.00083536 0.00077151 8.1488e-05 0.000697122 0.000798218 0.000735392 0.000776478 0.000419568 0.000190807
internal_weight=0 590 2531 538 422 264 2109 968 274 85 225 197 240 141 818 185 157 1141 93 1095 42 789 175 99 64 154 84 44 73 102
internal_count=3121 590 2531 538 422 264 2109 968 274 85 225 197 240 141 818 185 157 1141 93 1095 42 789 175 99 64 154 84 44 73 102
is_linear=0
shrinkage=0.00196078


Tree=5027
num_leaves=31
num_cat=0
split_feature=1 2 12 2 0 2 4 15 10 133 376 10 15 1 9 16 13 2 484 41 11 160 41 16 1446 43 48 40 12 12
split_gain=1.1923 0.194488 0.169329 0.153939 0.116736 0.0969738 0.0953678 0.153989 0.097891 0.0896591 0.100217 0.0855197 0.0835307 0.162824 0.0825828 0.0866163 0.0814217 0.0782978 0.0712969 0.0688047 0.109718 0.0897519 0.0769753 0.0674849 0.0670085 0.0601968 0.0959314 0.0622347 0.0593821 0.0589921
threshold=0.10920500000000001 0.13622000000000004 1.0000000180025095e-35 0.099515000000000006 -0.13027499999999997 -0.0091949999999999983 -0.15764999999999998 -0.079929999999999987 -0.39840999999999999 0.089405000000000012 0.088235000000000008 0.09820000000000001 -0.41942499999999994 0.13869000000000004 0.081890000000000004 -0.0064149999999999997 -0.11122999999999998 0.15109000000000003 0.085790000000000019 0.10065500000000001 1.0000000180025095e-35 -0.088854999999999976 0.079300000000000009 -0.0092699999999999987 0.083225000000000007 -0.05647499999999999 0.091840000000000019 -0.079179999999999987 0.093965000000000007 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 23 14 -3 8 -8 11 -11 18 -10 -14 -1 -16 -4 24 25 20 -7 -22 29 -5 -6 27 -27 -2 -18 -23
right_child=1 6 16 4 17 19 7 -9 12 10 -12 -13 13 -15 15 -17 28 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0028680614099420351 0.0061738376421007247 0.0084472947902130818 0.0038313028048723935 0.0072137964158495776 0.0099917427596048769 0.010592315285613944 0.0093946288269216895 -0.0048923395889540833 0.0043791968654009646 -0.004195035418326205 0.0055856379866600046 -0.00045928866824223886 0.0042806762349791826 -0.0073779160845214914 0.005646467183788236 0.014071028840566137 0.014333546978349871 0.0034082251822664627 0.010917241159560425 0.0048603285942226647 0.0084421686601126571 0.022466021415893919 0.010972829801030457 0.0015002908484478081 0.0052441745559917768 0.0095559263656931851 0.0032510326352230344 -0.001265725344368864 0.0089211676138169754 0.015112377780800067
leaf_weight=29 22 22 25 79 419 1806 20 31 56 22 20 21 25 23 26 23 26 21 28 20 20 20 20 28 32 55 43 23 92 24
leaf_count=29 22 22 25 79 419 1806 20 31 56 22 20 21 25 23 26 23 26 21 28 20 20 20 20 28 32 55 43 23 92 24
internal_value=0 0.00502053 0.00630436 0.0101358 0.00870091 0.0105538 0.00228605 0.00141155 0.00298752 0.00464762 0.000462428 0.00556313 0.00175538 -0.00130573 0.00709764 0.00960085 0.0090154 0.00937696 0.00630272 0.0106949 0.0107566 0.0142895 0.0161168 0.00571867 0.00965489 0.00539918 0.00678949 0.00237139 0.0101137 0.0184549
internal_weight=0 554 377 2567 579 1988 177 155 124 234 42 192 104 48 78 49 143 472 171 1910 1890 84 64 107 451 143 98 45 118 44
internal_count=3121 554 377 2567 579 1988 177 155 124 234 42 192 104 48 78 49 143 472 171 1910 1890 84 64 107 451 143 98 45 118 44
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 43 14 12 1 4 49 150 47 0 0 11 50 2 0 3 0 3 43 3 4 2
split_gain=37.4711 4.46035 3.66627 2.38415 2.1386 1.85405 1.4488 1.19481 1.00837 0.84657 0.781971 0.746968 0.708403 0.705797 0.689479 0.656449 0.655495 0.647405 0.524903 0.488578 0.46028 0.457348 0.393046 0.386433 0.361436 0.375861 0.360105 0.347531 0.316446 0.291511
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.091545000000000015 0.40945500000000007 0.11362000000000001 -0.066504999999999995 0.076175000000000007 0.13597000000000004 0.12000500000000001 0.033845000000000007 -0.012034999999999999 0.09487000000000001 0.10019500000000002 -0.062294999999999996 -0.13027499999999997 0.080455000000000013 0.041865000000000006 0.087470000000000006 -0.15350499999999997 0.095270000000000007 -0.062764999999999974 -0.10115999999999999 -0.083134999999999987 -0.10115999999999999 -0.50262499999999988 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 7 10 16 9 21 18 13 -9 19 -2 -11 22 -18 -4 24 29 -1 -3 26 -8 -26 -6 -15 -20 -7
right_child=1 5 6 -5 23 20 11 12 -10 15 -12 -13 -14 27 -16 -17 17 -19 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0007166202322857159 0.00074727653507508489 0.00087911700229851804 0.0010081530135692786 0.00062368241585323474 0.00078074856632563911 0.00030457579996436837 0.0012078167023758092 0.0006812225167312512 0.00076563529432253474 0.0012295698706953221 0.0015204591709939415 0.00089953608507484337 0.00038220677542126719 0.0008132256604000634 0.0011489659721485935 0.00085741003701353771 0.0010888857564894982 0.00063345006208585211 0.001499578633649464 0.0013660105166122384 0.00053779046350529536 0.0010558727903693329 0.00058182211005655324 0.00091597687718989915 0.00083654696012244506 0.0011399420841291582 0.00045092897672279207 0.0010917620891251569 0.0012622133914225865 4.2518007027265294e-05
leaf_weight=22 20 21 31 74 35 51 500 44 31 205 46 39 99 20 92 20 30 20 22 65 23 50 92 39 20 73 20 124 1169 24
leaf_count=22 20 21 31 74 35 51 500 44 31 205 46 39 99 20 92 20 30 20 22 65 23 50 92 39 20 73 20 124 1169 24
internal_value=0 0.00064553 0.00119425 0.00089679 0.00102742 0.000529851 0.00122764 0.000605023 0.00110215 0.00113727 0.00126949 0.00116453 0.000474212 0.00117742 0.00107724 0.00119649 0.000719783 0.000906711 0.00126004 0.00120463 0.000295132 0.000952212 0.000637072 0.00076668 0.00118694 0.0010747 0.000660814 0.00105308 0.0012666 0.000220717
internal_weight=0 590 2531 186 422 404 2109 306 328 297 1268 841 143 802 112 225 163 50 1222 658 98 72 113 94 593 93 55 144 1191 75
internal_count=3121 590 2531 186 422 404 2109 306 328 297 1268 841 143 802 112 225 163 50 1222 658 98 72 113 94 593 93 55 144 1191 75
is_linear=0
shrinkage=0.00196078


Tree=5029
num_leaves=31
num_cat=0
split_feature=1 3 4 12 133 2 15 3 3 1 43 4 12 48 43 4 11 43 2 3 400 43 52 11 16 132 12 3 4 14
split_gain=1.14646 0.192606 0.158985 0.148959 0.117921 0.126945 0.0987907 0.0991048 0.112335 0.0913861 0.0838083 0.0828966 0.0774189 0.0734564 0.100349 0.0734531 0.0997739 0.105243 0.119086 0.218207 0.124193 0.0892192 0.0814236 0.129797 0.0755944 0.0790181 0.0726023 0.0973695 0.0709402 0.0700448
threshold=0.10920500000000001 0.30112000000000005 0.41257000000000005 0.051320000000000005 0.085265000000000021 0.10981000000000002 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.088975000000000012 -1.0000000180025095e-35 0.024790000000000003 0.11734000000000001 -0.035774999999999994 -0.04890499999999999 0.40124500000000002 1.0000000180025095e-35 -0.00045499999999999995 0.089885000000000007 -0.097174999999999984 -0.064794999999999978 0.022390000000000004 0.088785000000000017 0.080150000000000013 -0.0051099999999999991 0.13958500000000004 -0.54415499999999983 0.42240500000000009 -0.080584999999999976 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 7 8 -1 -10 -7 -12 15 -11 -15 16 17 24 20 -20 -19 -21 23 -18 25 -5 -3 -28 -22 -4
right_child=1 26 29 12 -6 10 -8 -9 9 13 11 -13 -14 14 -16 -17 22 18 19 21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0030259136513278292 0.010876866666487708 0.0064421119168400764 0.0073962843879902115 0.011332863058652555 0.0032331854447572063 0.0015203475544694812 0.012641273710566262 0.0018700962814574059 0.010656888597638699 0.0017729533190417681 0.012617637370915516 0.0044479102137740013 0.0074426195870843405 0.0055505538329821266 0.010498183017529278 0.0046052866304914153 0.020414975915963834 0.017765870969742536 -0.0025729002697127208 0.0029153273975960196 0.00735239052795805 0.0093202712984591079 0.0084037624509824861 0.012467227515298874 0.0095772363193714575 0.0056423514336347586 0.0020367372472384505 -0.0053893227228874584 0.011120862241736369 0.0027586124855061545
leaf_weight=37 116 24 42 1020 48 30 48 26 151 21 23 27 87 81 83 21 26 21 21 26 80 133 31 98 398 25 76 23 133 145
leaf_count=37 116 24 42 1020 48 30 48 26 151 21 23 27 87 81 83 21 26 21 21 26 80 133 31 98 398 25 76 23 133 145
internal_value=0 0.00499803 0.00599411 0.0100141 0.00767549 0.0087634 0.0083551 0.00783947 0.00825556 0.00883145 0.00569887 0.00820598 0.0103638 0.00734149 0.00805454 0.0104889 0.0105503 0.0103468 0.00894134 0.00700758 0.0104288 0.00827292 0.0129877 0.0141337 0.01075 0.0111967 0.00150771 0.000311491 0.00970547 0.00380023
internal_weight=0 554 431 2567 244 196 447 399 373 336 80 50 2120 185 164 2033 2012 1857 414 180 234 159 155 124 1443 1045 123 99 213 187
internal_count=3121 554 431 2567 244 196 447 399 373 336 80 50 2120 185 164 2033 2012 1857 414 180 234 159 155 124 1443 1045 123 99 213 187
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=31
num_cat=0
split_feature=1 52 3 4 148 123 43 51 130 2 147 123 40 43 3 45 2 159 1 4 160 1 159 131 472 12 2 393 483 13
split_gain=0.928883 0.239155 0.151434 0.120739 0.101072 0.107078 0.117487 0.126126 0.101194 0.0953143 0.0871809 0.0951526 0.0807464 0.0970869 0.0781236 0.0785463 0.0698905 0.0797765 0.137756 0.230394 0.126732 0.112644 0.0720291 0.0698221 0.077864 0.0685283 0.0940448 0.0684376 0.0666116 0.0662729
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 -0.095079999999999984 0.084025000000000016 -0.24021999999999996 0.11144500000000002 -0.076894999999999977 0.14122000000000004 0.10100500000000003 -1.0000000180025095e-35 -0.063404999999999989 -0.070064999999999975 0.10299500000000002 0.081955000000000014 0.088850000000000012 0.0089800000000000019 0.086920000000000011 -0.16363499999999997 0.08443500000000001 1.0000000180025095e-35 0.13554000000000002 0.09031500000000002 -1.0000000180025095e-35 -0.42850999999999995 0.15950500000000004 0.09389500000000002 -0.06916499999999999 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 9 -3 6 -6 8 -8 14 11 -10 13 -7 15 16 22 18 21 -20 -21 27 29 24 -2 -4 -27 -18 -19 -1
right_child=1 2 25 -5 5 12 7 -9 10 -11 -12 -13 -14 -15 -16 -17 17 28 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.013615533976538224 0.0074624917902318504 -0.0016617676708847286 0.0048224881489919167 0.001795701106840914 0.01341997044417605 0.0028493681199116901 -0.00051593939183633137 0.010573159836764847 -2.1167505871165885e-05 0.0044587751878879785 -0.00047001203389040059 0.0068778210893332761 -0.0027777754375711084 0.010451330051291735 0.0055274695600602639 0.015498793632945136 0.0086174657360289664 0.0066774330773007352 0.013548047398217022 -0.0032611091876582755 0.0061100889941573975 0.014425226938769672 0.0038823890080675483 0.0053266385775059466 0.014338143474888057 0.0016288882113415105 -0.0060498017476427121 0.0026794147072359922 0.011611965612974019 0.0097887486591002239
leaf_weight=47 28 21 35 22 22 105 29 49 22 41 21 219 20 20 53 21 657 34 20 31 27 33 20 25 40 58 22 20 140 1219
leaf_count=47 28 21 35 22 22 105 29 49 22 41 21 219 20 20 53 21 657 34 20 31 27 33 20 25 40 58 22 20 140 1219
internal_value=0 0.00510575 0.00442021 0.00916966 0.00513641 0.005418 0.00633776 0.0058795 0.00508916 0.00923832 0.00570957 0.00624804 0.00312176 0.00406568 0.00932271 0.00941136 0.0093545 0.00870982 0.0082819 0.00429281 0.00110135 0.00872013 0.00983675 0.00984561 0.011507 0.00113189 -0.000482752 0.00844204 0.0106477 0.00993082
internal_weight=0 736 643 2385 528 507 362 340 291 2363 262 241 145 125 2322 2269 2248 962 788 78 58 710 1286 93 68 115 80 677 174 1266
internal_count=3121 736 643 2385 528 507 362 340 291 2363 262 241 145 125 2322 2269 2248 962 788 78 58 710 1286 93 68 115 80 677 174 1266
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 49 1 3 4 0 11 3 50 1 13 2 0 4 2 1 16 14 51 11
split_gain=25.3834 4.35602 2.03182 1.94465 1.57418 1.20538 0.957513 0.796458 0.741994 0.576932 0.494945 0.490235 0.458505 0.718761 0.348425 0.327882 0.404639 0.379724 0.325432 0.313999 0.295357 0.352337 0.278914 0.259003 0.321293 0.25855 0.24063 0.357784 0.235906 0.232535
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 0.14960000000000004 0.10731 0.092845000000000025 0.062655000000000016 -0.054984999999999992 0.080270000000000022 -0.12018999999999998 -0.15289999999999995 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.041865000000000006 0.090840000000000018 -0.47860499999999995 0.31358000000000003 -0.22491999999999998 -0.081224999999999978 0.087675000000000017 0.13436000000000001 -0.5315899999999999 -0.41076499999999994 0.11144500000000002 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 10 -3 15 -8 -4 12 -2 28 -14 -10 16 17 -7 20 -18 -6 -22 -19 -15 -25 -16 -5 -28 -1 -13
right_child=1 4 9 26 18 7 8 -9 14 -11 -12 29 13 23 25 -17 19 22 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011129647883472928 0.00071382020886232652 0.00040317117197961302 0.00095723833638047438 0.00078812791527632404 0.00041728312176205677 0.00077875224801638061 0.00080922969500023191 0.00065738886122789864 0.0008147594186605192 0.00064388165443107998 0.0012612789939997092 0.00096456791288817504 0.00073013434562237318 0.0011427705672547991 0.00057400307604823424 0.00075890578009991667 0.0013551690352230179 0.00080952826777801797 0.00049290936904699753 0.0010694572490219977 0.00027148104636623915 -5.8337214914168798e-05 0.0010170104422696851 0.0010451110794416068 0.00081551673716189822 0.00036513733670126292 0.00072619111514558973 0.00042717343183147594 0.00093636780392889884 0.0011477947319685736
leaf_weight=951 24 97 37 20 22 29 67 26 20 58 62 89 28 99 146 20 21 26 23 50 33 20 594 374 25 27 25 40 30 38
leaf_count=951 24 97 37 20 22 29 67 26 20 58 62 89 28 99 146 20 21 26 23 50 33 20 594 374 25 27 25 40 30 38
internal_value=0 0.000621118 0.00104702 0.000837283 0.000508997 0.00105846 0.000569424 0.000994696 0.000631449 0.000765926 0.00108958 0.000970824 0.00108252 0.00103581 0.000569732 0.00100655 0.00101343 0.000998052 0.00028887 0.00115396 0.000226298 0.000147021 0.00100831 0.001053 0.00103073 0.000541406 0.00060005 0.00054218 0.00110756 0.00101939
internal_weight=0 691 2430 236 455 2335 357 766 260 95 1569 151 1507 526 193 740 720 649 98 71 75 53 620 498 399 173 85 65 981 127
internal_count=3121 691 2430 236 455 2335 357 766 260 95 1569 151 1507 526 193 740 720 649 98 71 75 53 620 498 399 173 85 65 981 127
is_linear=0
shrinkage=0.00196078


Tree=5032
num_leaves=31
num_cat=0
split_feature=1 12 1 51 1 474 157 157 150 4 49 15 52 3 0 2 3 484 158 15 52 14 39 0 3 47 3 457 48 4
split_gain=0.884327 0.234145 0.11809 0.0969952 0.110538 0.096853 0.101377 0.0914577 0.0969559 0.078333 0.0746727 0.0763512 0.0684724 0.0663167 0.100377 0.0937132 0.0656453 0.0643554 0.063787 0.0623859 0.135974 0.0782913 0.0623692 0.0975627 0.0888169 0.0620054 0.09051 0.120889 0.0970356 0.16274
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 -0.40274499999999996 0.16773500000000005 0.086280000000000009 -0.080544999999999992 -0.081329999999999986 0.091105000000000005 0.053180000000000012 0.092560000000000017 -0.11033999999999998 0.19022000000000003 -0.14186499999999996 -0.064754999999999993 0.082275000000000015 -0.10831999999999999 0.044540000000000003 0.083705000000000016 0.040760000000000005 -0.082554999999999976 0.077685000000000018 0.085425000000000015 -0.066089999999999996 0.084940000000000015 0.10397500000000001 0.0022600000000000003 0.10021000000000001 0.083685000000000009 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 12 7 -7 -1 10 13 11 -9 -5 15 -15 -3 -16 18 -11 20 -17 -21 24 -24 -13 26 28 -28 29 -4
right_child=3 9 25 4 -6 6 -8 8 -10 17 -12 22 -14 14 16 19 -18 -19 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014658454095479102 0.0096219781107114016 0.016585596923583322 -0.0058557828948660583 0.0031183738315824099 -0.0039833943270856428 -0.001537465078290552 0.008531143676955252 0.015459968930199033 0.0024127243064308111 0.0072281237266739783 0.0054942320306648846 0.013217399445628481 0.0090256539439516406 0.0094766495300297425 0.0018266189928081902 0.010865140131559887 0.0076785002594255847 0.0028862726803009328 0.010931003179217948 0.017978589744307102 0.001896693546586903 0.0096564677758858766 0.009794927874463611 0.0011442027816718275 0.0075597760462286796 0.010337007072355067 0.0085538066004664879 -0.00013846372021362186 0.0055750960490383609 0.0051236642852287607
leaf_weight=24 24 28 27 299 21 20 20 21 26 196 52 56 21 1574 22 73 149 26 61 20 22 26 32 22 55 21 80 20 56 27
leaf_count=24 24 28 27 299 21 20 20 21 26 196 52 56 21 1574 22 73 149 26 61 20 22 26 32 22 55 21 80 20 56 27
internal_value=0 0.00871531 0.006888 0.00347728 0.00304481 0.00810774 0.00349684 0.00874814 0.00821084 0.00918024 0.00884425 0.00978081 0.00350604 0.00940985 0.00922666 0.0113013 0.00692563 0.00762737 0.00810702 0.0102519 0.00878824 0.0132748 0.00905801 0.00627056 0.0104141 0.00515606 0.00463797 0.00681535 0.00265853 -0.000366059
internal_weight=0 2756 559 365 341 328 40 288 264 2197 238 186 320 1914 1745 169 171 283 257 141 95 46 165 54 111 231 210 100 110 54
internal_count=3121 2756 559 365 341 328 40 288 264 2197 238 186 320 1914 1745 169 171 283 257 141 95 46 165 54 111 231 210 100 110 54
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=31
num_cat=0
split_feature=1 52 1 0 1 1213 12 4 13 16 148 12 12 12 1185 16 12 123 42 15 484 43 3 49 0 13 4 16 480 160
split_gain=0.721051 0.132852 0.115861 0.101909 0.105288 0.138146 0.129083 0.089177 0.0913184 0.0874079 0.0865402 0.0920158 0.122735 0.105767 0.084969 0.0823673 0.0788675 0.0743814 0.0743213 0.0694637 0.069382 0.0682571 0.0821386 0.107317 0.0997401 0.0795785 0.0743717 0.0678014 0.0669156 0.0760631
threshold=0.10920500000000001 -0.23375999999999997 0.14860500000000001 0.22582000000000002 0.086920000000000011 0.0036000000000000003 0.085250000000000006 -0.080364999999999978 -0.066634999999999986 -0.11118499999999999 -0.066239999999999979 0.11734000000000001 0.10711000000000002 0.089410000000000003 0.085905000000000009 -0.080954999999999985 0.087695000000000009 0.11679000000000002 0.090545000000000014 0.09116500000000001 -0.011244999999999998 -0.070064999999999975 0.30112000000000005 0.14233500000000002 -0.070889999999999995 -0.010739999999999998 0.40945500000000007 -0.080954999999999985 0.091250000000000012 -0.019279999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 10 4 14 6 20 15 -9 -4 -3 12 13 17 16 -8 28 21 -2 -17 -6 25 23 24 26 -12 -23 -10 29 -1
right_child=1 2 9 -5 5 -7 7 8 27 -11 11 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0075892058509456021 0.011259158957465036 -0.00091605410050374998 0.0025001349589301222 0.0012217573662796483 0.011028686436739835 0.00072916465331659183 0.016092500873756681 0.008624983952209897 0.00091639202320948254 -0.0053820052261774748 0.0040964277407564463 0.009940200515432351 -0.002920300232168908 0.008538403393942174 0.012077164744389142 0.010538649723865092 0.0076821937574711348 -0.00216776616522111 0.0047396475469748331 0.004212173454773923 0.0051719377970831301 0.015931142536415296 0.0025730761196759958 0.00079513213020705048 0.0043605956158811049 -0.0018287849609110068 0.0081615452521613657 0.0066924276362572395 0.014471875334327873 0.0095943025821401719
leaf_weight=293 36 33 34 22 22 33 22 199 30 24 68 28 24 54 63 100 892 20 34 21 251 22 63 21 31 34 28 63 22 534
leaf_count=293 36 33 34 22 22 33 22 199 30 24 68 28 24 54 63 100 892 20 34 21 251 22 63 21 31 34 28 63 22 534
internal_value=0 0.00402059 0.00343167 0.00799857 0.00805715 0.00705357 0.00734835 0.00841803 0.00741605 -0.00076144 0.00400257 0.00441558 0.00399178 0.00447826 0.00846938 0.010464 0.00833882 0.00371433 0.00809254 0.00944067 0.00564391 0.00415493 0.00541205 0.00716554 0.00881712 0.00212136 0.0115802 0.00482919 0.00902871 0.00888391
internal_weight=0 554 484 2567 2545 741 708 435 292 58 426 393 365 341 1804 143 1741 287 70 121 273 267 165 102 81 102 50 93 849 827
internal_count=3121 554 484 2567 2545 741 708 435 292 58 426 393 365 341 1804 143 1741 287 70 121 273 267 165 102 81 102 50 93 849 827
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=31
num_cat=0
split_feature=1 124 16 2 1 0 133 13 46 3 457 12 16 148 4 15 49 16 158 1454 11 4 1213 13 49 151 393 403 14 403
split_gain=0.591471 0.128415 0.110763 0.0962771 0.0876884 0.0849423 0.0864274 0.0967477 0.0835504 0.0762028 0.122103 0.0708658 0.0704074 0.0650944 0.0614842 0.0614305 0.0608962 0.059401 0.0554932 0.0994069 0.0914329 0.0839034 0.08006 0.0787472 0.100429 0.143087 0.0672523 0.125198 0.058775 0.0634782
threshold=0.11353000000000001 -0.076779999999999987 0.058835000000000005 0.13501500000000002 0.13436000000000001 0.024095000000000002 -0.24098999999999995 -1.0000000180025095e-35 0.084955000000000017 0.090900000000000009 0.10613500000000002 -0.081419999999999979 0.13751500000000003 0.087555000000000008 0.27044500000000005 0.024640000000000006 0.14233500000000002 -0.090764999999999985 0.07968500000000002 0.088250000000000009 0.096970000000000015 0.033845000000000007 -0.0038499999999999997 -0.097224999999999992 -0.081404999999999991 -0.080624999999999988 0.10358500000000001 -0.084674999999999986 0.078400000000000011 -0.083259999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 5 8 -4 6 -2 11 9 13 15 -8 -5 18 17 -11 -9 -1 20 28 21 23 -23 -3 25 -25 -26 -28 29 -20
right_child=2 3 4 12 -6 -7 7 16 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0094058526187347103 0.0083177667365547416 0.010725498428464084 0.0079942284328107915 2.0549805635856766e-05 0.0025062244909349832 -0.0018323175010791178 0.0033494550016863892 0.0071528939609627491 0.013268633085438828 0.0053706681602246446 -0.0012997125430653494 -0.00053118562916615786 0.0075198403533293118 0.013174449726939203 -0.00070289155202252532 0.010429920519187969 0.00092777237507768668 0.0040719609777882413 0.012765176718433699 0.0021354702208191156 0.00086065356048162689 6.9447583518922337e-05 0.0061785962817600317 -0.0034291849509463647 0.0074662744403235816 0.0066080012943177504 0.0062463145904863883 0.015308278871159401 0.014530766253925062 0.0081228457825304381
leaf_weight=26 27 76 74 31 48 43 84 55 24 120 24 107 21 20 21 30 22 106 36 20 22 24 202 20 1545 49 30 31 21 162
leaf_count=26 27 76 74 31 48 43 84 55 24 120 24 107 21 20 21 30 22 106 36 20 22 24 202 20 1545 49 30 31 21 162
internal_value=0 0.00713557 0.00325217 0.00730715 0.00583501 0.0023199 0.00292514 0.00238186 0.00739731 0.00733937 0.0053229 0.00117548 0.00304911 0.00749475 0.004323 0.00638252 0.00537429 0.00512258 0.007444 0.00888411 0.00727182 0.00734316 0.00552984 0.00757721 0.00743436 0.00369867 0.00759486 0.0108516 0.00950043 0.00896691
internal_weight=0 2661 460 2508 122 338 295 268 2456 2432 174 191 52 2258 153 150 77 132 2238 239 1999 1977 226 1751 1675 69 1606 61 219 198
internal_count=3121 2661 460 2508 122 338 295 268 2456 2432 174 191 52 2258 153 150 77 132 2238 239 1999 1977 226 1751 1675 69 1606 61 219 198
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 2 47 14 1 1 3 11 1 457 47 15 10 51 12 3 49 4 4 12 43 1
split_gain=43.5892 7.32012 4.56986 3.46457 3.06176 2.46649 1.44877 1.21144 1.18405 1.10003 0.919171 0.8548 0.849981 0.476085 0.405311 0.39233 0.434628 0.683182 0.329539 0.310404 0.309743 0.281429 0.268854 0.267723 0.245487 0.242294 0.236947 0.221039 0.212408 0.198221
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.089885000000000007 0.17025000000000004 0.11474000000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.091195000000000012 -0.05647499999999999 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.090100000000000013 0.024640000000000006 -0.38124499999999995 -1.0000000180025095e-35 0.095780000000000018 -0.10831999999999999 -0.053364999999999996 -0.0070899999999999991 -0.036839999999999991 0.10124000000000001 -0.08595499999999999 0.098420000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 6 7 11 10 25 14 13 -5 -1 -4 16 22 29 28 21 -10 -17 23 -9 -14 -6 -2 -27 -3 -18
right_child=1 2 8 12 9 -7 -8 15 20 -11 -12 -13 24 -15 -16 19 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011170676191084939 0.0011414606144615248 0.00023086694182743907 0.00043697007694943604 0.0009712112196186343 0.0011449268197312075 0.00058450071824360896 0.00060021677174988924 0.00088190545909098137 7.8111953094532887e-05 0.00049884841745075959 0.00059544218672147277 0.0013418113206779096 0.00068142602674099576 0.0010172747176824511 0.00019471911219868133 0.0011998244983698028 0.00085489025156871938 0.00055969081311221444 0.00062260870449701506 0.0013292375458221811 -0.00022940799447835659 0.00092649370306680185 0.00097319352494355414 0.0010630207558659601 0.00044749115669998876 0.0010085840416738762 0.00090444306873418154 0.00076078038823370838 0.00043185494981314238 0.0011276445162841696
leaf_weight=1117 50 23 32 28 21 41 25 34 34 26 32 59 35 220 156 30 20 21 32 25 20 28 303 407 34 31 24 25 167 21
leaf_count=1117 50 23 32 28 21 41 25 34 34 26 32 59 35 220 156 30 20 21 32 25 20 28 303 407 34 31 24 25 167 21
internal_value=0 0.000482783 0.000410907 0.00104623 0.000568161 0.00106121 0.00106967 0.00107481 0.000224383 0.000847564 0.000288243 0.00111084 0.000683078 0.00110065 0.000235953 0.00101824 0.00100502 0.000847288 0.000438528 0.0011466 -3.57843e-05 0.00106787 0.00101816 0.00104906 0.000566154 0.000965313 0.00106459 0.000897957 0.000407525 0.000994594
internal_weight=0 673 599 2448 325 2351 2310 2285 274 103 220 1396 97 1337 188 889 806 62 222 83 54 58 744 441 69 77 74 56 190 41
internal_count=3121 673 599 2448 325 2351 2310 2285 274 103 220 1396 97 1337 188 889 806 62 222 83 54 58 744 441 69 77 74 56 190 41
is_linear=0
shrinkage=0.00196078


Tree=5036
num_leaves=31
num_cat=0
split_feature=1 2 12 2 150 106 13 12 11 11 2 47 14 52 150 15 133 0 13 12 48 0 2 3 2 4 13 4 0 15
split_gain=0.625664 0.188942 0.10777 0.103314 0.11535 0.0897465 0.0794631 0.0879604 0.0785796 0.0887293 0.0796748 0.0764072 0.0765976 0.0860582 0.0748014 0.0683674 0.0683505 0.0833176 0.0662547 0.0640236 0.0638971 0.0588864 0.0561258 0.0889575 0.0554961 0.120488 0.0873986 0.0519091 0.0492533 0.0487131
threshold=0.12000500000000001 0.10045500000000002 0.087505000000000013 0.14122000000000004 1.0000000180025095e-35 0.085655000000000009 -0.16152999999999998 0.095565000000000011 0.080455000000000013 0.085155000000000022 -0.090999999999999984 0.085505000000000012 -0.41790499999999997 -0.063789999999999986 0.10571000000000001 -0.0072999999999999992 0.017095000000000003 -0.0058249999999999994 -0.08971999999999998 -0.087484999999999993 0.094275000000000012 -0.23091999999999999 0.11474000000000002 -0.083784999999999984 0.13754500000000003 0.51164000000000009 -0.072819999999999982 0.015030000000000002 0.12500000000000003 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 18 8 -4 -8 10 -10 -1 12 13 -2 -6 -11 17 24 -3 -20 29 -16 23 -21 26 27 -14 -26 -12 -13
right_child=11 2 6 -5 14 -7 7 -9 9 15 28 20 16 -15 21 -17 -18 -19 19 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0028894261224195364 0.00098443148536202707 0.0024555447374064576 0.00080046529127728375 -0.0023330936716361482 -0.0012086773987691635 0.0021560048544779424 0.0095708920166777851 0.0061453338664576931 0.015459375725024278 0.012261035898700357 0.0075810860696721941 0.010741472512017937 -0.00080139146437152066 0.009732799771749838 0.0081517748394221799 0.0040916044076549866 0.0038904441634611212 -0.0055574198862394465 0.0035005162494551193 0.015455048347357662 0.0025913419052746825 0.00082757198917014253 0.0048725225816347775 0.0077851882214740589 -0.00045531088447508714 0.0052422067988663916 0.0075670568641119946 -0.0072632053663255654 0.012139194823491078 0.0040591320814564831
leaf_weight=36 23 39 21 22 43 30 105 262 27 20 1938 24 26 22 23 21 49 26 38 20 55 21 35 62 21 20 24 24 24 20
leaf_count=36 23 39 21 22 43 30 105 262 27 20 1938 24 26 22 23 21 49 26 38 20 55 21 35 62 21 20 24 24 24 20
internal_value=0 0.00711347 0.00567946 0.00426626 0.00478293 0.00758623 0.00678307 0.0071254 0.00766508 0.0110081 0.0075513 0.00253336 0.00155166 0.00526141 0.00175743 0.00807669 0.000673041 -0.000445064 0.00613973 0.00706671 0.00486365 0.00465613 0.00822497 0.00965589 0.000710773 -0.00121591 0.00321546 -0.00408619 0.00763684 0.00770405
internal_weight=0 2787 691 303 281 2096 388 367 2066 68 1998 334 235 45 87 41 190 141 194 155 99 44 117 82 115 65 50 45 1962 44
internal_count=3121 2787 691 303 281 2096 388 367 2066 68 1998 334 235 45 87 41 190 141 194 155 99 44 117 82 115 65 50 45 1962 44
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=31
num_cat=0
split_feature=1 2 2 0 4 1446 52 9 44 41 4 16 1429 1 48 1209 16 43 13 10 10 3 4 51 16 123 43 0 42 128
split_gain=0.506788 0.153111 0.090645 0.0853253 0.0960224 0.0871789 0.0766363 0.0759742 0.0772026 0.0729348 0.0703799 0.115105 0.0917901 0.354338 0.11493 0.0748735 0.0699166 0.0698434 0.069431 0.0681764 0.12391 0.0852786 0.0867927 0.075987 0.0639044 0.0638381 0.06274 0.0713109 0.0784253 0.0643152
threshold=0.12000500000000001 0.099515000000000006 0.15361500000000003 -0.13843999999999998 0.42642000000000008 0.10734500000000001 -0.090859999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 0.10065500000000001 -0.39518999999999993 0.25084500000000004 0.084770000000000012 0.080270000000000022 -0.089814999999999992 0.083050000000000013 -0.0092699999999999987 -0.081944999999999976 -0.28558999999999996 -0.062879999999999978 -0.38124499999999995 -0.13309499999999996 -0.031404999999999995 -0.40274499999999996 -0.088704999999999992 0.083965000000000012 -0.53814999999999991 -0.076899999999999982 -0.16797499999999996 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 18 -3 25 9 10 11 -9 14 17 -12 26 -8 -14 -5 20 -2 -21 -23 -24 -17 -1 -16 28 -28 -30
right_child=19 2 -4 5 -6 -7 16 8 -10 -11 12 -13 13 -15 15 24 -18 -19 -20 21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0014392805309034885 0.0027006462640950784 0.0075767727604565717 -0.00065996746102777815 0.00080313291823999448 0.0095300562558290752 -0.00044550051912665371 0.0026095124806228606 0.013183623839997584 0.013108264077454808 0.00085573058808222416 0.013844316910641889 0.005597281704346339 0.0095833590222437967 -0.0076895336157620136 0.012112310501037254 0.013328651513022902 -0.0038092752994270994 0.0038467689258296317 0.0065531219155846414 0.0090363325717459832 -0.007218973147682846 0.0067583270436630417 0.0070788718517059875 0.0010047432164993104 0.0080272975352723621 0.0061405802108347417 0.01233368230661234 0.0050474895941012739 0.006902117497462403 0.0025581845012493435
leaf_weight=20 34 26 26 22 23 20 112 45 20 20 24 36 44 21 21 28 20 41 462 21 20 39 23 197 121 25 26 247 1302 35
leaf_count=20 34 26 26 22 23 20 112 45 20 20 24 36 44 21 21 28 20 41 462 21 20 39 23 197 121 25 26 247 1302 35
internal_value=0 0.00640212 0.0051356 0.00535557 0.00349319 0.00602441 0.0026144 0.00683589 0.00692594 0.00686445 0.00692481 0.00981192 0.00680237 0.0039425 0.00697041 0.00687773 0.00163697 0.0068163 0.00629176 0.00228003 -0.000973287 0.00290745 0.00241051 0.00163977 0.00902353 0.00277175 0.0066817 0.00661087 0.00689418 0.0067884
internal_weight=0 2787 711 685 181 504 158 2076 2031 2011 1991 81 1910 106 1804 1780 132 85 484 334 54 280 259 220 149 45 1631 1610 1363 1337
internal_count=3121 2787 711 685 181 504 158 2076 2031 2011 1991 81 1910 106 1804 1780 132 85 484 334 54 280 259 220 149 45 1631 1610 1363 1337
is_linear=0
shrinkage=0.1


Tree=5038
num_leaves=31
num_cat=0
split_feature=4 2 3 2 15 39 3 1 2 49 13 2 457 1213 43 1212 13 4 1447 41 42 403 1212 4 1213 3 403 484 484 16
split_gain=0.415361 0.165723 0.11676 0.0980194 0.0703163 0.0893641 0.0708887 0.0701109 0.0666986 0.0637185 0.0948892 0.0776319 0.0628327 0.0578551 0.094617 0.068947 0.0930257 0.0658371 0.0936354 0.0927209 0.17192 0.254685 0.117231 0.116122 0.0778628 0.115969 0.0769397 0.0735978 0.123962 0.0606266
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 -0.14809499999999998 0.085425000000000015 -0.034684999999999994 0.08592000000000001 -0.0091949999999999983 0.09567500000000001 -0.0057949999999999989 0.094095000000000012 0.26807500000000006 0.12389500000000002 -0.011919999999999998 0.11473500000000002 -0.06884499999999999 -0.082249999999999976 -0.085804999999999979 0.081560000000000007 0.085730000000000015 -0.0076149999999999994 0.086995000000000017 -0.52556499999999995 0.052820000000000013 -0.083784999999999984 -0.082179999999999989 0.087235000000000021 0.085790000000000019 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 9 12 -7 -2 -8 10 -1 -11 13 15 -15 17 -17 18 -6 20 23 22 -22 -20 27 -26 -27 28 -19 -16
right_child=3 -3 -4 -5 5 6 8 -9 -10 11 -12 -13 -14 14 29 16 -18 24 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0073986805145604866 0.0080897240433841951 -0.0012592601505192844 0.0016493091842676223 -0.0039821605392110849 0.0014412337766649824 -0.0014515354918936889 0.0011661600820454105 0.0022530799817372708 0.005992293760258084 0.00095974433235824119 0.015290844403207302 0.0095680647873616024 0.0013084578652134433 0.012819151526006559 0.0088392509307180147 -0.0025555420952679763 0.0064469660962155721 0.0057587863898317521 0.013584828125717846 0.00046264059143140917 0.022770020309835673 0.0069470843757715147 0.011942675551399589 0.0063117854983576749 -0.0037635393396374729 0.0012574006539160529 0.0090270884083583965 0.0079134466901543948 -0.00096502983610012713 0.0023915754603222013
leaf_weight=39 22 33 64 24 30 24 42 319 90 20 25 22 28 33 35 22 24 1322 23 20 20 57 20 482 21 26 25 156 28 25
leaf_count=39 22 33 64 24 30 24 42 319 90 20 25 22 28 33 35 22 24 1322 23 20 20 57 20 482 21 26 25 156 28 25
internal_value=0 0.00578472 0.00587008 0.00219489 0.00597168 0.00586689 0.00354775 0.00262964 0.00445671 0.0084954 0.0104816 0.00546886 0.00601782 0.00607349 0.00851823 0.00597359 0.00214142 0.00605264 0.00689794 0.00716113 0.00738367 0.0112396 0.0173563 0.00664303 0.00570338 0.00249077 0.00506607 0.00585697 0.00561933 0.00615272
internal_weight=0 2756 2723 365 2659 2553 156 341 132 106 64 42 2397 2369 93 2276 46 2230 652 622 602 97 40 505 1578 72 51 1506 1350 60
internal_count=3121 2756 2723 365 2659 2553 156 341 132 106 64 42 2397 2369 93 2276 46 2230 652 622 602 97 40 505 1578 72 51 1506 1350 60
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=31
num_cat=0
split_feature=1 2 48 40 13 11 11 10 43 12 4 151 457 96 12 3 2 2 3 1424 401 401 42 43 16 483 49 484 483 131
split_gain=0.337102 0.110196 0.0674813 0.0701214 0.0684562 0.0629211 0.0797358 0.0710673 0.0685881 0.0568402 0.0649029 0.0553874 0.0631635 0.0503275 0.0577341 0.138074 0.0507073 0.0573784 0.0448903 0.0433226 0.0452999 0.058187 0.0632249 0.0669294 0.0540719 0.0478752 0.0774675 0.0564023 0.105624 0.0560878
threshold=0.12000500000000001 0.099515000000000006 0.13438000000000003 0.051255000000000002 -0.23438999999999996 0.080455000000000013 0.085155000000000022 -1.0000000180025095e-35 -0.079584999999999975 -0.083994999999999986 0.27287000000000006 -0.098364999999999994 0.080930000000000016 0.087655000000000025 -0.54415499999999983 0.42240500000000009 0.13404500000000005 -1.0000000180025095e-35 -0.0037349999999999996 1.0000000180025095e-35 0.086810000000000012 0.094270000000000007 0.086135000000000003 -0.0057949999999999989 -0.082039999999999988 -0.070084999999999981 0.085350000000000023 -0.091199999999999989 -0.21875499999999998 0.023795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 -7 8 -1 10 -6 -11 -13 14 -2 16 17 18 -16 20 25 24 -23 -24 -22 26 27 28 -9 -27
right_child=13 2 -4 -5 9 6 -8 19 -10 11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00036508580320514738 0.0073644263762980694 0.00082376001713176583 -0.0013382758479565382 -0.0015468349866569042 0.0040170621879392103 0.012769739333264255 0.0057365508866496391 0.0069019702644172037 0.0063119074329733849 0.0097902369142199575 -0.0025698521207751976 0.0051888235772182189 0.0010057488426518364 -0.0025854127074126155 0.0037600279944017532 -0.0060000527384025714 0.0010814110920456597 0.0053421636394950633 -0.0025961740722414105 0.010194556638598444 0.014050738262012603 0.0037850369057251202 0.011149248434473218 0.0052402929811761149 0.0067854485252783411 0.0049019040069949397 0.012744965317792126 0.0086208690756785812 -0.001862569866643753 0.0063566371432806149
leaf_weight=40 20 48 22 20 52 27 40 44 25 24 21 485 39 24 25 21 138 86 20 20 20 66 36 41 21 1269 21 51 20 335
leaf_count=40 20 48 22 20 52 27 40 44 25 24 21 485 39 24 25 21 138 86 20 20 20 66 36 41 21 1269 21 51 20 335
internal_value=0 0.00518818 0.00411372 0.0042878 0.00446223 0.00555617 0.00857082 0.00545563 0.00220299 0.00474346 0.0021222 0.00509264 0.00487749 0.00182627 0.00216782 0.00180944 0.0024191 0.00382827 0.000935049 0.00556439 0.00551626 0.00700841 0.00605621 0.00800292 0.0103295 0.00535847 0.00715988 0.00614 0.00416305 0.00520573
internal_weight=0 2787 711 689 669 2076 67 2009 65 621 73 548 524 334 310 290 269 131 45 1944 1924 184 143 77 41 1740 136 115 64 1604
internal_count=3121 2787 711 689 669 2076 67 2009 65 621 73 548 524 334 310 290 269 131 45 1944 1924 184 143 77 41 1740 136 115 64 1604
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 1 12 43 4 2 0 2 2 12 0 4 2 50 52 49 14 0 2 0 4 1 151 3 0 16
split_gain=27.6497 3.66277 3.03883 1.84325 1.72476 1.50933 1.17528 1.07533 0.784406 0.714845 0.637686 0.581366 0.556922 0.512222 0.481322 0.466235 0.463104 0.407757 0.407465 0.390759 0.36009 0.394243 0.359655 0.327942 0.530906 0.320817 0.296137 0.419873 0.279877 0.248557
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.31370500000000007 0.08864000000000001 0.091545000000000015 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 -0.23194499999999998 0.10444500000000002 0.13501500000000002 -0.42850999999999995 -0.078904999999999989 0.033845000000000007 0.15950500000000004 0.11266000000000001 -1.0000000180025095e-35 -0.012034999999999999 0.076175000000000007 -0.14001499999999997 0.089125000000000024 0.11070500000000001 -0.17966999999999997 0.12656000000000003 -0.033849999999999991 0.013900000000000001 -0.10011499999999998 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 7 10 20 25 -7 -9 -1 14 15 -6 22 28 -15 29 -13 -2 21 -4 -10 24 -12 -3 -26 -28 -8 -11
right_child=1 4 6 -5 13 8 12 9 11 17 23 18 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0013446802256791561 0.0007232029538820771 0.0005344546966565151 0.00086945958399012974 0.00057280659803920283 0.00045222590784398781 0.0010846184994283165 0.0012539132412116066 0.00091029462203675627 0.0010548285364877425 0.00061762524586097872 0.0012371813783458635 0.00039542901688833642 0.00079156284936762582 0.00027353176749707049 0.00063722940323707536 0.00093571141494753227 -7.3595593621997481e-05 0.00083870413799245818 0.00071569929363764293 0.0010256049592438561 0.0012950052544538119 0.0011232722528436623 0.00080273534046774878 0.00078729410468970126 0.0011777517608567781 0.00035992716377826397 0.0010025298125693521 0.00071880501790061598 0.0010536487526756099 0.00039415493039655805
leaf_weight=22 20 80 24 74 35 31 28 38 36 50 35 24 36 45 37 135 22 21 42 92 46 1198 55 26 20 82 65 29 642 31
leaf_count=22 20 80 24 74 35 31 28 38 36 50 35 24 36 45 37 135 22 21 42 92 46 1198 55 26 20 82 65 29 642 31
internal_value=0 0.000585254 0.00105661 0.000812943 0.000480426 0.000904724 0.001087 0.000554882 0.000794998 0.000680743 0.00103004 0.000748719 0.00103017 0.000259978 0.000825795 0.00104084 0.00015955 0.000595224 0.000599237 0.000971605 0.0011247 0.00111829 0.000902465 0.00099049 0.00102595 0.000446114 0.000961095 0.000914998 0.00106202 0.0005321
internal_weight=0 590 2531 186 404 422 2109 302 225 140 197 194 841 102 128 805 67 102 66 112 1268 1222 91 175 149 162 114 94 670 81
internal_count=3121 590 2531 186 404 422 2109 302 225 140 197 194 841 102 128 805 67 102 66 112 1268 1222 91 175 149 162 114 94 670 81
is_linear=0
shrinkage=0.00196078


Tree=5041
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 4 4 1 1 14 50 11 1 4 49 1 2 43 3 43 16 34 4 4 0 159 4
split_gain=31.3332 5.34148 3.47642 2.52155 2.07015 1.83073 1.38915 1.05187 1.03421 0.718115 0.71109 0.640876 0.64032 0.517556 0.477109 0.467147 0.689055 0.388105 0.378692 0.357061 0.355436 0.351952 0.373872 0.308192 0.27224 0.254648 0.264604 0.247549 0.229199 0.225829
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.40473500000000007 -0.17966999999999997 0.077845000000000011 0.12337000000000002 0.062655000000000016 0.086295000000000011 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.054984999999999992 0.091195000000000012 0.31358000000000003 -0.14792499999999997 -0.11171999999999999 0.016310000000000002 0.27776000000000006 -1.0000000180025095e-35 0.033845000000000007 0.27287000000000006 -0.030209999999999997 0.0089800000000000019 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 6 7 12 17 -3 -5 25 18 19 15 21 -17 -6 -1 -4 -16 22 -9 28 -13 -11 -27 -7 -23 -19
right_child=1 2 13 10 8 27 -8 14 -10 11 -12 24 -14 -15 20 16 -18 29 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001075102645251653 0.0010277073738098881 0.00077421177082097673 0.00020262199066771461 0.00095976963013160127 0.0006419928994614119 0.00081087309725619121 0.00054085577426000152 0.00097554329303874425 0.00052294518789264819 0.00043339651524651181 0.00058768852762409139 0.00020035919221817155 0.0012693101200363334 0.00043359949313017581 0.00090934266371045513 0.0010358155155793212 0.00060607232997997426 0.0011217979169915926 0.00098541456503968105 -5.1473795582412504e-05 0.0012070576606810779 0.0009935891471034681 0.00063119629803055531 0.0008993402172255573 0.00039932077536111265 0.00077890225193079788 0.00053098507767548528 0.000525254321595033 0.0010977190037091383 0.00087800925853205656
leaf_weight=1117 76 28 73 28 20 20 22 27 47 87 67 40 59 27 21 26 32 21 216 30 58 476 22 113 78 20 96 28 98 48
leaf_count=1117 76 28 73 28 20 20 22 27 47 87 67 40 59 27 21 26 32 21 216 30 58 476 22 113 78 20 96 28 98 48
internal_value=0 0.000537305 0.000476703 0.0010105 0.000553027 0.00102324 0.00103119 0.00103595 0.000758239 0.000473059 0.000697355 0.00044679 0.00106942 0.000191957 0.000982597 0.000968138 0.000798716 0.000882495 0.00106057 0.000128614 0.00112792 0.00098149 0.000820939 0.000992941 0.000331876 0.000513587 0.000573729 0.000644262 0.00101137 0.000952206
internal_weight=0 691 615 2430 485 2335 2287 2265 136 349 95 321 1392 130 873 794 58 89 1333 103 79 736 49 687 118 203 116 48 574 69
internal_count=3121 691 615 2430 485 2335 2287 2265 136 349 95 321 1392 130 873 794 58 89 1333 103 79 736 49 687 118 203 116 48 574 69
is_linear=0
shrinkage=0.00196078


Tree=5042
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 0 1 47 4 4 1 1 3 52 3 484 0 16 52 15 10 160 3
split_gain=27.3179 4.77471 2.64011 2.40724 1.64044 1.23306 1.0709 1.00184 0.751996 0.658506 0.613579 0.584581 0.532496 0.576291 0.444 0.397727 0.359179 0.387989 0.365695 0.43301 0.333062 0.317373 0.527157 0.30912 0.356316 0.29033 0.272679 0.285175 0.266345 0.291004
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.14960000000000004 0.14753000000000002 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.27834500000000006 -0.013125 0.093100000000000002 0.075045000000000014 -0.097174999999999984 -0.024714999999999997 -0.12711499999999995 -1.0000000180025095e-35 -0.15202999999999997 -0.059624999999999991 -0.069804999999999992 -0.41942499999999994 -0.38124499999999995 -0.075414999999999982 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 11 12 -6 -5 16 15 13 23 25 -4 18 -18 19 -7 -3 22 -14 -1 -25 -15 -13 -28 -17 -30
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 26 21 14 -16 28 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0012585254359979922 0.0010523778339319306 0.00047530174984467487 0.00058264501767196493 0.00092898356956767859 0.00094156503150723389 0.00078202304333782331 0.00070001706673463121 0.0012990519959552615 0.00055829910870478525 0.00059420566696061564 0.00067108447971117439 0.00035722525310976537 0.0011670880633241991 0.00086443265056521058 0.0010500914413554994 0.00054344471896548407 0.00095317916096236818 0.0007130686427952069 0.0011305519483967284 0.0010213989007945947 0.00062452419441999215 0.0010762497626114697 0.00075877909486728103 0.001080353063649739 0.00078637537062930336 0.0005455517530034773 0.00028424596523537354 6.9142754487936793e-07 0.00042620644370749608 0.00020271800348102998
leaf_weight=21 76 108 40 37 81 35 37 70 26 58 26 32 20 21 20 23 240 29 90 171 123 1464 31 51 23 23 25 30 42 48
leaf_count=21 76 108 40 37 81 35 37 70 26 58 26 32 20 21 20 23 240 29 90 171 123 1464 31 51 23 23 25 30 42 48
internal_value=0 0.000588722 0.000531425 0.00103056 0.000647727 0.001043 0.000389512 0.00106923 0.000848435 0.000724593 0.0009656 0.000341643 0.00105962 0.000951675 0.000807853 0.000414615 0.000979153 0.000927294 0.00102628 0.000980728 0.000554758 0.00107095 0.0009189 0.00104856 0.000988982 0.000697745 0.000213311 0.00012958 0.000355136 0.000307013
internal_weight=0 691 615 2430 338 2335 277 1744 107 95 591 240 1674 159 64 153 565 269 296 206 231 1515 51 95 74 44 87 55 113 90
internal_count=3121 691 615 2430 338 2335 277 1744 107 95 591 240 1674 159 64 153 565 269 296 206 231 1515 51 95 74 44 87 55 113 90
is_linear=0
shrinkage=0.00196078


Tree=5043
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 1 12 2 123 14 4 10 47 4 1 4 2 0 47 3 475 3 51 475 12 52 52 13 16 42
split_gain=25.5773 4.21636 2.64335 1.87868 1.60004 0.98969 0.843075 0.717255 0.784167 0.661905 0.627885 0.586973 0.376169 0.370058 0.3404 0.33614 0.352407 0.311622 0.292373 0.311604 0.267449 0.210859 0.268168 0.231339 0.208978 0.203792 0.328455 0.306292 0.241372 0.238694
threshold=0.104035 -0.40967499999999996 0.13604000000000002 0.099185000000000009 0.088105000000000003 0.089770000000000016 0.087005000000000013 0.14960000000000004 1.0000000180025095e-35 0.062655000000000016 0.40473500000000007 -0.014199999999999999 0.13082500000000002 -0.17966999999999997 0.12337000000000002 -0.55119499999999988 0.092365000000000017 -0.059114999999999994 0.08265500000000002 -0.015584999999999998 -0.082014999999999991 0.084940000000000015 -0.09193999999999998 -0.088274999999999978 0.096475000000000019 0.039215000000000007 -0.12647999999999995 -0.051094999999999995 0.013515000000000001 -0.044809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 9 18 8 20 15 24 17 -13 -3 -15 -1 21 -4 19 -7 -5 23 -23 -17 -6 26 -22 -28 -27 -29
right_child=1 2 11 7 10 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 25 22 -24 -25 -26 28 27 29 -30 -31
leaf_value=0.0013174893364073738 0.0010400480145763441 0.00080765964025083712 0.0003132379127909308 0.001118037830673012 0.0010465879630526633 0.00055510841323305152 0.0010245852621037915 0.00060683538094949581 0.00067148189758641647 0.0012575197760950133 0.00061387050750793203 0.00036850499991931805 0.0006608406295452047 0.00057788522297397423 0.00042531069486341424 0.0009346903448358817 0.001003577726566454 -1.3180873597475722e-05 0.0010083403571138619 0.00083270390372264399 0.00097998051550369321 0.0011283977414602215 0.00083949755365942042 0.001092249289922527 0.00084273048498345994 0.0010443620406928331 0.00094018774715806143 0.00089101847772504771 0.00087706829062084743 0.00061795598092288068
leaf_weight=21 76 21 23 40 29 22 253 26 38 77 40 110 20 216 76 37 270 22 22 53 118 21 30 1131 58 126 48 20 45 32
leaf_count=21 76 21 23 40 29 22 253 26 38 77 40 110 20 216 76 37 270 22 22 53 118 21 30 1131 58 126 48 20 45 32
internal_value=0 0.000604345 0.000550502 0.00103187 0.000631573 0.00105938 0.000964998 0.000923803 0.00094145 0.00108019 0.000817199 0.000346668 0.00041348 0.000556255 0.000538174 0.00107115 0.00106767 0.000153655 0.000809579 0.000751276 0.000965363 0.00108187 0.000958456 0.00108726 0.000910683 0.000949664 0.000909916 0.00082724 0.00100034 0.00072298
internal_weight=0 691 615 2430 440 1937 350 493 467 1587 127 175 130 313 292 1510 1489 45 97 75 429 1219 51 1168 87 389 218 100 171 52
internal_count=3121 691 615 2430 440 1937 350 493 467 1587 127 175 130 313 292 1510 1489 45 97 75 429 1219 51 1168 87 389 218 100 171 52
is_linear=0
shrinkage=0.00196078


Tree=5044
num_leaves=31
num_cat=0
split_feature=1 52 105 2 0 402 159 48 123 4 51 160 12 15 47 4 11 481 16 3 3 1 475 482 1429 157 0 3 43 133
split_gain=0.687337 0.185365 0.1338 0.225154 0.118283 0.104647 0.0875826 0.0998252 0.0888492 0.0833737 0.0821746 0.0774784 0.095818 0.0833163 0.106567 0.0759719 0.0711531 0.0908479 0.0879368 0.155735 0.0935856 0.0849914 0.0749362 0.0978361 0.0807351 0.0968278 0.0942375 0.12534 0.0662444 0.0779549
threshold=0.10312500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.22582000000000002 0.09388500000000001 -0.40873999999999994 0.15372000000000002 0.12630500000000003 0.40124500000000002 0.10876000000000001 -1.0000000180025095e-35 0.11734000000000001 -0.21699999999999997 0.078345000000000012 0.42642000000000008 1.0000000180025095e-35 -0.050449999999999995 0.013515000000000001 -0.11171999999999999 0.092670000000000016 0.090840000000000018 -0.086169999999999983 0.11816500000000001 0.083810000000000009 -0.079969999999999986 -0.080499999999999988 -0.082594999999999988 0.0016850000000000001 -0.42671999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 9 6 -3 8 10 16 11 -8 13 15 -15 -13 18 -18 20 -20 28 -19 -21 24 25 -24 27 -27 -1 -30
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 21 19 22 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0088621925138333123 0.0088487309428294091 0.0097155727694431954 0.012052271985448898 -0.0050203060332153528 0.00063317632746128817 -0.0017015182621905518 0.0063387321190524612 -0.0024331906974442642 -0.0020870509780070278 0.0018983983140926633 0.0086426696563042544 -0.0049347747696447189 0.0092474579676770832 0.0026721434166689442 0.0080001383079574082 0.0019559765019948826 0.0043718638666905467 0.013651632408032632 -0.0013645746533504943 0.011075362277662626 0.0041013224264226707 0.0075230672320520334 0.012012346706945789 0.013270064638080923 0.0016872683208379331 0.0079274256879995984 0.007260519358922986 -0.00099338646557751227 0.009675588560694795 0.0064851829085112687
leaf_weight=1349 90 30 20 28 21 29 130 22 20 21 48 20 26 135 52 80 20 72 22 46 49 33 33 22 33 28 224 36 106 276
leaf_count=1349 90 30 20 28 21 29 130 22 20 21 48 20 26 135 52 80 20 72 22 46 49 33 33 22 33 28 224 36 106 276
internal_value=0 0.0045994 0.00400184 0.00374214 0.00810514 0.00415659 0.00445833 0.00416243 0.00444639 0.00817135 0.00471252 0.00428668 0.00343439 0.00290777 0.00415372 0.000577826 0.00822743 0.0105489 0.00809695 0.00683792 0.008411 0.0117255 0.00726554 0.00679944 0.00639732 0.00688153 0.00629362 0.00290947 0.008533 0.00737048
internal_weight=0 730 640 620 2391 592 563 533 511 2370 491 443 313 287 187 100 2349 125 2224 444 1780 105 422 376 354 321 288 64 1731 382
internal_count=3121 730 640 620 2391 592 563 533 511 2370 491 443 313 287 187 100 2349 125 2224 444 1780 105 422 376 354 321 288 64 1731 382
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 15 4 0 14 12 4 0 2 4 39 50 0 15 158 15 49 3 3 40 0 15
split_gain=21.1239 2.58406 2.15853 1.27779 1.14205 0.984268 0.800467 0.776176 0.740917 0.693236 0.516953 0.485342 0.431756 0.42558 0.389115 0.428472 0.581405 0.340818 0.304858 0.300312 0.300287 0.3311 0.270815 0.316554 0.268785 0.264994 0.348707 0.256978 0.256858 0.226059
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.13597000000000004 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 -0.46376499999999993 0.098220000000000016 0.041865000000000006 -0.11242999999999999 -0.095244999999999982 0.07968500000000002 -1.0000000180025095e-35 -0.012034999999999999 0.149315 -0.017889999999999996 -0.077714999999999992 -0.22491999999999998 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 24 7 12 27 -9 14 13 -1 20 -8 -5 16 -16 -13 25 29 21 -4 23 -19 -2 26 -10 -3 -28 -7
right_child=1 5 6 9 -6 19 10 8 18 -11 -12 17 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0011204311660691804 0.00055676386454233935 0.00037239170384338523 0.00093163007395524603 0.00084754847108371668 0.00044887183268582149 0.00026305034577826379 0.00087257618352416897 0.0007108569634777436 0.00029929718849333847 0.00096889509498572144 0.00074495806589102397 0.00096541586602463217 0.0011055360752247583 0.00063060136301602919 0.00075619660248445251 0.00035147862387151501 0.00050933358207097296 0.00079000294766508545 0.00023717164327066197 0.00038358661801080263 0.00091810835003144941 0.00058304597017705547 0.00093414544307885046 0.0005580899505408407 0.00080756669401970045 0.00033823874869590831 0.00042250916743889831 0.00016237483365817704 0.00066362295438404705 4.1998751873971429e-05
leaf_weight=22 20 42 20 21 74 29 768 42 22 21 171 42 46 29 61 30 92 72 29 23 1053 22 28 33 92 48 26 48 49 46
leaf_count=22 20 42 20 21 74 29 768 42 22 21 171 42 46 29 61 30 92 72 29 23 1053 22 28 33 92 48 26 48 49 46
internal_value=0 0.000446647 0.000858642 0.000730632 0.000637892 0.000358599 0.000884256 0.00041337 0.000477114 0.000629673 0.000842783 0.00084594 0.000919441 0.000863772 0.000594753 0.000565743 0.000607756 0.000811433 0.000420694 0.000187581 0.000911623 0.000749038 0.000762806 0.000717116 0.00076278 0.000457398 0.000516364 0.000260383 0.000580037 0.000127472
internal_weight=0 590 2531 422 186 404 2109 306 216 225 968 197 1141 797 204 183 153 175 174 98 1095 42 133 105 112 145 97 90 75 75
internal_count=3121 590 2531 422 186 404 2109 306 216 225 968 197 1141 797 204 183 153 175 174 98 1095 42 133 105 112 145 97 90 75 75
is_linear=0
shrinkage=0.00196078


Tree=5046
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 2 4 14 1 2 13 3 52 1 2 1 0 0 10 12 14 14 131 4 0 52 4
split_gain=27.9464 4.51223 2.94667 2.43709 1.74182 1.53002 1.28868 1.23738 0.823743 0.795322 0.756696 0.647879 0.631045 0.504067 0.377243 0.337145 0.395675 0.460749 0.292241 0.28034 0.231692 0.218739 0.200021 0.193703 0.17861 0.175357 0.173771 0.165742 0.158057 0.195142
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.17025000000000004 0.40945500000000007 0.062655000000000016 0.077845000000000011 0.089775000000000008 -0.28558999999999996 0.12745000000000004 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.091195000000000012 -0.071719999999999992 0.18019500000000002 -0.38124499999999995 0.095780000000000018 0.096015000000000017 -0.46596499999999991 0.091440000000000007 -0.49013999999999996 -0.026509999999999995 0.40674500000000008 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 6 7 19 10 9 13 12 -5 18 -4 -15 -14 20 -18 28 -3 22 -10 26 -12 -11 -2 -17 -7 29 -1
right_child=1 2 8 11 -6 27 -8 -9 21 24 23 -13 15 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012758466083796418 0.0011168657012754536 0.0011272538107338335 0.00035785491150968214 0.0010001206160092553 0.00056345212150940647 0.00084448616533355921 0.00057031647487163785 0.00063003694023815236 0.00027448869504479231 0.00052346589171565041 0.0013178290153231815 0.00064648259716951629 0.0011947234237895293 0.00055120393091223152 0.00085655371515022942 0.0012355262304053587 0.00065140650025668156 0.00099255712593303009 0.0010322005609830645 0.00089347657548474789 0.00082509957728724853 1.6063456629019449e-05 0.00099982421194166546 0.0011098893526698054 0.00032230375351699616 0.00090193666956003978 0.001056703027613248 0.00061324294656515119 0.00096760464730175706 0.0011099846635633066
leaf_weight=28 54 38 25 28 207 22 39 24 34 20 61 69 45 35 28 22 23 45 220 41 20 20 298 24 112 20 415 26 29 1049
leaf_count=28 54 38 25 28 207 22 39 24 34 20 61 69 45 35 28 22 23 45 220 41 20 20 298 24 112 20 415 26 29 1049
internal_value=0 0.000601988 0.000545557 0.00105314 0.000671831 0.00106571 0.000861954 0.00107293 0.000395778 0.000449043 0.0010776 0.000748564 0.00107056 0.000593432 0.000686915 0.00102946 0.00102043 0.000877168 0.00109747 0.00100593 0.00103333 0.000178776 0.00103899 0.00125912 0.000352783 0.00105878 0.00106571 0.000719229 0.00111045 0.0011143
internal_weight=0 673 599 2448 325 2351 118 2303 274 220 2279 97 2194 88 63 868 823 68 1326 79 755 54 735 85 132 74 437 48 1106 1077
internal_count=3121 673 599 2448 325 2351 118 2303 274 220 2279 97 2194 88 63 868 823 68 1326 79 755 54 735 85 132 74 437 48 1106 1077
is_linear=0
shrinkage=0.00196078


Tree=5047
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 2 9 0 4 40 48 51 16 52 16 14 13 124 160 133 52 48 12 2 1456 475 3 160 0 1209
split_gain=0.790312 0.202958 0.1257 0.110949 0.089639 0.0831041 0.177829 0.114517 0.105628 0.101866 0.080205 0.0890928 0.0832245 0.100226 0.0710895 0.0703222 0.0689419 0.0854819 0.0684815 0.181635 0.0685924 0.0664724 0.0659236 0.0750213 0.0603061 0.0635587 0.110951 0.0633027 0.0982446 0.0626506
threshold=0.10312500000000001 -0.42635499999999998 0.31370500000000007 0.40124500000000002 0.093320000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.07384499999999998 -0.050494999999999991 -0.077474999999999988 0.14823500000000003 0.11548000000000001 -0.42170999999999997 -1.0000000180025095e-35 -0.53943499999999989 -0.46825999999999995 0.10443000000000001 -0.076779999999999987 0.0030550000000000004 0.089405000000000012 -0.026204999999999996 0.085130000000000025 -0.42850999999999995 0.15950500000000004 0.056265000000000009 -0.088274999999999978 -0.080934999999999993 -0.089549999999999991 -0.086409999999999987 0.083050000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 14 6 9 -8 -7 -3 11 12 -10 15 -1 -14 17 -6 -19 -20 -21 -17 -4 -24 25 26 -16 -26 -29 -27
right_child=1 2 22 -5 16 8 7 -9 10 -11 -12 -13 13 -15 24 21 -18 18 19 20 -22 -23 23 -25 27 29 -28 28 -30 -31
leaf_value=0.014720553710408833 0.0095644535502309308 0.0051480838261242657 0.0046899654130850522 0.0016617410498755902 0.0038598262618983257 0.0093445970860281686 0.011824280683529274 0.0061852385914014461 0.0053488009619416391 -0.0033266443334033953 -0.002735026937443763 0.010083819818239482 0.0085217358239571602 -0.0025395962013863029 -3.7705011311031531e-05 -0.001103762657431936 0.005167865314121757 0.0079367187893721013 0.013152497281644788 0.0013954513208855961 0.0090515184588730348 0.0046178779223312932 0.0016456702422305092 -0.0054543017219244082 0.01409472501128102 0.0088195690598316008 0.010369476159103216 0.0070030280704339674 0.012866698966344009 0.011090794067748183
leaf_weight=23 85 37 35 22 42 33 58 95 112 23 20 21 21 40 21 37 84 451 89 22 25 45 46 22 46 1297 20 62 53 134
leaf_count=23 85 37 35 22 42 33 58 95 112 23 20 21 21 40 21 37 84 451 89 22 25 45 46 22 46 1297 20 62 53 134
internal_value=0 0.00497129 0.00436599 0.00873049 0.00879613 0.00497455 0.00651348 0.00832291 0.00397822 0.00189944 0.00337994 0.00382306 0.00330747 0.00170866 0.00919976 0.00335846 0.00785867 0.00821802 0.00852985 0.0104968 0.00546783 0.00203616 0.00116364 -0.00065138 0.009122 0.00892102 0.00503897 0.0109595 0.00970542 0.00903225
internal_weight=0 730 645 2391 2369 542 213 153 329 60 296 276 255 143 1656 103 713 629 587 136 47 82 103 68 1633 1472 41 161 115 1431
internal_count=3121 730 645 2391 2369 542 213 153 329 60 296 276 255 143 1656 103 713 629 587 136 47 82 103 68 1633 1472 41 161 115 1431
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 4 14 1 2 2 4 52 1 2 16 16 15 10 1 4 13 14 0 4 16 0 48 12
split_gain=30.7035 4.94367 3.14556 2.59808 1.73588 1.2373 1.17739 1.08623 0.918606 0.750516 0.716678 0.530838 0.645891 0.348559 0.3547 0.488272 0.344973 0.330282 0.30054 0.354623 0.295644 0.250628 0.229143 0.223006 0.22277 0.220631 0.27399 0.263737 0.195273 0.27797
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.040964999999999994 0.10246000000000001 -0.41942499999999994 -0.39453499999999991 0.091195000000000012 -0.0070899999999999991 -1.0000000180025095e-35 0.096015000000000017 -0.010949999999999998 0.042705000000000007 -0.12029499999999999 0.18019500000000002 0.09111000000000001 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 5 8 11 21 10 -5 20 12 -3 -12 25 -16 -8 -2 -13 -20 -1 -4 -14 -10 -6 27 -27 28 29 -15
right_child=1 6 7 9 24 -7 16 -9 23 -11 13 18 22 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011836757636054889 0.00062864598735030389 0.00067213988396440383 0.0011767162633103759 0.0010299355561574047 0.00088650721328883562 0.00070256736628662524 0.00057056720613899738 0.00069157910012804409 0.0014131090708845722 0.0006748613889718709 0.0012660761843060098 0.00042826443779060854 0.0003426428386729 0.0012740589939162176 0.00071273922070249946 0.0010691745361731202 0.00090661545898887072 0.00089240186427738157 0.00037800933395424415 5.2503538335650541e-05 0.001105036045525907 0.00099869945045035998 0.0005497006883407817 0.0011899952152043922 0.00061723740387057498 0.0011175334489359862 0.00097053407069972624 0.00090013900516079919 0.0010360842131405959 0.0011265606984642207
leaf_weight=1117 209 44 68 37 27 24 23 32 61 60 45 32 86 56 22 45 24 20 22 31 220 55 27 24 21 98 97 20 74 400
leaf_count=1117 209 44 68 37 27 24 23 32 61 60 45 32 86 56 22 45 24 20 22 31 220 55 27 24 21 98 97 20 74 400
internal_value=0 0.000651893 0.000797684 0.00112478 0.00113776 0.00114545 0.000458178 0.00101339 0.00115011 0.000810302 0.00114236 0.000403023 0.000470595 0.0010981 0.00108879 0.000952136 0.000742166 0.000651681 0.000278215 0.000187619 0.00117074 0.00109712 0.000392117 0.00135011 0.000768702 0.00110108 0.00104441 0.00112117 0.00112951 0.00114467
internal_weight=0 673 384 2448 2351 2303 289 155 2279 97 2194 242 157 857 812 67 47 229 85 53 1337 123 113 85 48 745 195 550 530 456
internal_count=3121 673 384 2448 2351 2303 289 155 2279 97 2194 242 157 857 812 67 47 229 85 53 1337 123 113 85 48 745 195 550 530 456
is_linear=0
shrinkage=0.00196078


Tree=5049
num_leaves=31
num_cat=0
split_feature=1 52 1 0 454 51 47 48 47 10 49 44 3 4 4 3 133 49 0 16 52 2 43 43 131 1212 403 13 16 12
split_gain=0.77752 0.196714 0.122782 0.105806 0.0843994 0.092864 0.0958001 0.0914415 0.0827507 0.0805107 0.0687551 0.0758951 0.0870828 0.113085 0.130118 0.0739736 0.0673439 0.0663343 0.0733774 0.125611 0.117506 0.0648149 0.0612769 0.0604311 0.112623 0.088888 0.150131 0.0762636 0.0712418 0.076394
threshold=0.10293500000000001 -0.40967499999999996 0.13707500000000003 0.22582000000000002 -0.064694999999999989 0.11144500000000002 0.078345000000000012 -0.081134999999999999 0.11370000000000001 -0.086389999999999981 0.11560500000000001 1.0000000180025095e-35 0.090900000000000009 -0.059649999999999988 0.0049200000000000008 -0.076514999999999986 0.089405000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.27167499999999994 -0.034054999999999995 0.11982500000000001 -0.029804999999999995 0.0034250000000000005 0.023795 -0.014129999999999998 0.50599500000000008 -0.10278499999999999 -0.080509999999999984 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 -3 6 7 -6 -7 -1 11 12 23 -14 -15 -12 -9 -4 19 -19 -21 -8 -17 25 -25 26 28 -27 29 -11
right_child=1 2 17 -5 5 8 21 16 -10 10 15 -13 13 14 -16 22 -18 18 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0024698344187345355 0.0093055407994837372 -0.0011798402667045594 -0.0021694578328958504 0.0016580393005694663 0.010627453842898831 0.012485124227223976 0.0091549175545676716 0.0042760727827110068 0.0048577886559069165 0.015545438312526262 0.0090664825934384553 0.014955913995592192 0.0088101911627186027 -0.0037118419748730959 0.007209450796168919 0.0016514494304398176 3.2254132780839099e-05 0.0013375951203909754 -0.0011701048570103012 0.0032278321275953205 0.014067863528616727 0.0027198951784521345 0.0077551753870372109 0.0075689301957213616 0.014626823687770716 0.01332032176544003 0.0060491570190854627 0.0089998570184126343 0.018460742341354489 0.0089383444103545377
leaf_weight=20 93 20 31 21 20 33 72 249 25 35 63 21 65 20 24 38 44 57 32 20 20 20 29 390 24 42 33 1500 25 35
leaf_count=20 93 20 31 21 20 33 72 249 25 35 63 21 65 20 24 38 44 57 32 20 20 20 29 390 24 42 33 1500 25 35
internal_value=0 0.00500679 0.00438504 0.00872487 0.00518037 0.00545511 0.00491917 0.00408534 0.00919748 0.00878765 0.00884156 0.00897279 0.0089155 0.00616011 0.00224523 0.00660649 0.00363878 0.00198413 0.00298228 0.00435213 0.00864785 0.007756 0.00429336 0.00905962 0.00797808 0.00932773 0.0118599 0.00911754 0.0138784 0.0122419
internal_weight=0 736 643 2385 483 463 405 313 58 2364 2344 2214 2193 109 44 130 293 160 129 97 40 92 67 2084 414 1670 128 1542 95 70
internal_count=3121 736 643 2385 483 463 405 313 58 2364 2344 2214 2193 109 44 130 293 160 129 97 40 92 67 2084 414 1670 128 1542 95 70
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=31
num_cat=0
split_feature=1 4 1 12 4 2 15 4 1212 403 393 475 16 479 484 157 0 2 4 3 0 2 16 51 50 2 43 456 151 1429
split_gain=0.629791 0.16939 0.121057 0.0966771 0.0943953 0.0828715 0.0638084 0.100597 0.0856237 0.0958405 0.0854104 0.0881065 0.0722635 0.088967 0.083344 0.0700247 0.134258 0.113823 0.0678452 0.0634839 0.062586 0.113231 0.0926396 0.0616508 0.112964 0.109431 0.0775658 0.0711395 0.132141 0.0694187
threshold=0.10293500000000001 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.40124500000000002 0.14122000000000004 0.040760000000000005 -0.15464999999999998 0.082415000000000016 -0.085164999999999977 0.086030000000000009 -0.085684999999999997 -0.39185999999999993 0.088785000000000017 0.12418000000000001 -0.081579999999999986 -0.085669999999999982 0.087545000000000026 0.098655000000000007 -0.047929999999999993 -0.10474999999999998 0.25063000000000007 -0.43320999999999993 0.11144500000000002 0.079410000000000008 0.091545000000000015 -0.089499999999999982 -1.0000000180025095e-35 0.050660000000000004 0.057970000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 8 -8 10 -10 11 15 -13 14 18 17 -17 -1 23 -9 22 -22 -4 24 26 -25 -14 -28 29 -29
right_child=1 2 20 -5 -6 -7 7 19 9 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0092933112868077827 0.0091855343647434234 0.0037723461552639143 0.00065288433785705522 0.0066838604439553089 0.0013323284357532183 0.0034564261983444054 0.013292693560347395 0.008229129463580313 -0.0019259865488857034 0.0071376231465754766 0.0011889877729117872 0.010714458160509822 0.0090127278053403707 0.00064458448439836508 0.010991314616452049 0.0036161669337057643 0.011567391576870622 0.018969512935727836 0.0032656602028129237 0.013142362485329309 0.0019562578632990441 -0.0058716976043322816 0.009868067384231835 -0.00079693950526416295 0.010742641681805254 0.0072539530125840636 0.011719055324792864 0.0070755328163080757 -0.00098443299211794523 0.0031921209006283719
leaf_weight=31 70 331 24 174 22 41 43 1012 20 28 20 64 166 20 60 35 54 20 43 27 94 23 20 25 100 52 25 401 24 52
leaf_count=31 70 331 24 174 22 41 43 1012 20 28 20 64 166 20 60 35 54 20 43 27 94 23 20 25 100 52 25 401 24 52
internal_value=0 0.00450611 0.00401428 0.00477552 0.00785239 0.00791309 0.00799178 0.00855297 0.0075021 0.00336112 0.00766885 0.00777943 0.00746008 0.00724492 0.00738417 0.0101335 0.00844051 0.0130879 0.00714044 0.00835681 0.00162652 0.000417429 0.0048416 0.00733762 0.00760808 0.00464003 0.00713883 0.00651918 0.00624665 0.00662975
internal_weight=0 736 666 505 2385 2363 2322 1082 1240 48 1192 1172 1032 968 948 140 89 51 888 1039 161 117 44 845 768 77 668 502 477 453
internal_count=3121 736 666 505 2385 2363 2322 1082 1240 48 1192 1172 1032 968 948 140 89 51 888 1039 161 117 44 845 768 77 668 502 477 453
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=31
num_cat=0
split_feature=1 2 106 3 48 40 13 12 4 51 33 2 151 39 2 43 0 15 49 13 401 0 13 4 133 3 12 16 50 52
split_gain=0.515036 0.131366 0.0918728 0.0830058 0.0794907 0.0717037 0.0848248 0.0704935 0.0688656 0.0689513 0.0614502 0.0651416 0.0652409 0.0611673 0.0698345 0.0828206 0.0609166 0.0595702 0.099487 0.0674737 0.0619542 0.0599579 0.0658968 0.0668307 0.0642918 0.0591412 0.0586336 0.0669643 0.0967896 0.0557654
threshold=0.11690500000000002 0.10045500000000002 0.086340000000000014 0.30112000000000005 0.12933000000000003 0.051255000000000002 -0.16152999999999998 -0.42850999999999995 -0.04890499999999999 -0.40274499999999996 0.083840000000000012 -0.0091949999999999983 -0.029339999999999995 0.15009500000000003 0.14753000000000002 -0.0065949999999999993 -0.046359999999999991 -0.091964999999999977 1.0000000180025095e-35 -0.077799999999999994 0.080710000000000018 -0.05208999999999999 0.056795000000000005 -0.059649999999999988 0.11667000000000001 -0.022174999999999997 0.097575000000000009 -0.011989999999999999 -0.47060499999999994 0.12418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 8 5 6 -3 -5 -2 -10 11 12 -1 14 15 29 -17 18 25 -19 21 22 23 -21 26 -8 27 -25 -29 -11
right_child=3 4 -4 7 -6 -7 17 -9 9 13 -12 -13 -14 -15 -16 16 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0003527649988730749 0.0083523732454826426 0.0018748828046702094 0.0012059781011193992 0.0041944824241320882 -0.00030124512162398211 -7.9283032100647694e-05 -0.0017753858657168419 -0.0013961173528188547 0.0080720530081264397 0.001344305698743979 0.012232437202706933 0.0073431710680276971 0.0069809801276829661 -0.0019396652841242033 -0.00084290818366057748 0.0097103989424390941 0.0032848290773108604 0.0099453158377270628 0.0068719737788019821 0.011677132602781057 0.0014908378873466669 0.0082272110371329633 0.00054435728133008204 0.0083917901002089762 0.00024588267900981013 0.0045072338754130947 0.0095733466203688673 0.0082464757945854214 -0.00052064054766293242 0.0068744776851457096
leaf_weight=27 30 46 25 34 22 20 29 67 27 88 25 1966 33 25 34 36 25 63 79 20 24 152 23 34 20 31 39 20 34 23
leaf_count=27 30 46 25 34 22 20 29 67 27 88 25 1966 33 25 34 36 25 63 79 20 24 152 23 34 20 31 39 20 34 23
internal_value=0 0.00684167 0.00723147 0.00295256 0.0056081 0.00581316 0.0060051 0.000485867 0.00381761 0.00329032 0.00730492 0.00724411 0.00399828 0.00273141 0.00329829 0.0041169 0.00707697 0.00633959 0.00454046 0.00692252 0.0064022 0.00674686 0.00556258 0.00625371 0.00551583 0.00147063 0.00634574 0.00491533 0.00272644 0.0024902
internal_weight=0 2732 2076 389 656 634 614 101 288 258 2051 2026 60 231 206 172 61 568 139 429 366 342 190 167 147 60 127 88 54 111
internal_count=3121 2732 2076 389 656 634 614 101 288 258 2051 2026 60 231 206 172 61 568 139 429 366 342 190 167 147 60 127 88 54 111
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 16 475 0 16 159 16 9 4 124 15 3 49 49 16 1 483 4 15 16 16 47 15 41 41 1416
split_gain=0.418632 0.132462 0.0984051 0.10124 0.0803792 0.0785023 0.0767929 0.0623407 0.0918627 0.0744012 0.0723493 0.0590705 0.0693018 0.0582114 0.0686341 0.0556494 0.0845685 0.0883823 0.0608711 0.0539365 0.0530149 0.060208 0.0519861 0.0514495 0.049868 0.0474202 0.0599995 0.0634136 0.0572503 0.0483448
threshold=0.12000500000000001 0.051320000000000005 0.091615000000000016 -0.27302499999999996 0.081185000000000021 0.15273500000000004 -0.081364999999999979 1.0000000180025095e-35 -0.0013749999999999997 0.082585000000000006 -0.082779999999999979 0.081890000000000004 0.40124500000000002 -0.0037749999999999993 -0.17952999999999997 0.12178000000000001 -0.00064499999999999985 -0.063424999999999981 -0.16075999999999999 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.15110000000000004 -0.090344999999999995 -0.088909999999999989 0.10254000000000001 -0.11033999999999998 0.085095000000000018 0.07831500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 13 -10 -9 12 22 14 -8 16 17 24 -18 20 21 -2 25 -16 -15 26 -3 28 29 -28
right_child=19 11 -4 4 -6 -7 7 10 9 -11 -12 -13 -14 15 23 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014365487023378198 0.0057421282202833228 0.0090564737225779235 -0.0012364760856144132 -0.00067742258931199721 0.010762472006563958 0.0077374562139933311 -0.0022825658641522752 0.0064592763409018518 0.013360150777346766 0.0051017558854073294 -0.0011205568074193948 0.010882322744776806 0.0017951307199837174 0.0036494103193815265 0.0073487058777602452 0.0024308961947472432 0.013277636042229183 -0.00031533341712525323 0.0071172122246111347 -0.0022971643377905308 0.0077015378046780825 0.0017638066528829731 0.0022027086533073868 0.0022375144042868027 0.010626563339028509 0.0046177052107061389 0.0064724429645280487 0.0013123570030312177 0.01134868297353387 0.010990009617429072
leaf_weight=23 45 99 26 27 26 90 21 20 24 20 34 30 32 21 31 39 23 27 53 23 20 246 28 54 20 121 1826 23 25 24
leaf_count=23 45 99 26 27 26 90 21 20 24 20 34 30 32 21 31 39 23 27 53 23 20 246 28 54 20 121 1826 23 25 24
internal_value=0 0.00612218 0.00477589 0.00505857 0.00534043 0.00506073 0.00447883 0.00483857 0.00534966 0.00960633 0.00168679 0.00647521 0.00641451 0.00470159 0.00283681 0.00578174 0.00668926 0.00412728 0.00898155 0.00237571 0.0027213 0.00237901 0.00648339 0.0041016 0.0070529 0.00653998 0.00665645 0.00653127 0.00659528 0.00653105
internal_weight=0 2787 579 553 530 504 414 387 333 44 54 2208 2178 289 106 183 144 68 76 334 311 291 2146 85 41 2118 1997 1898 1875 1850
internal_count=3121 2787 579 553 530 504 414 387 333 44 54 2208 2178 289 106 183 144 68 76 334 311 291 2146 85 41 2118 1997 1898 1875 1850
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=31
num_cat=0
split_feature=4 2 3 2 39 12 45 12 3 3 2 4 48 160 1447 0 159 1453 2 2 96 48 16 149 4 3 43 43 42 3
split_gain=0.345373 0.14238 0.107398 0.0764918 0.0722617 0.0764107 0.085907 0.0820203 0.0783278 0.147833 0.0700023 0.0665014 0.119567 0.1122 0.0878863 0.0870255 0.0738567 0.0699939 0.0568112 0.133633 0.0561311 0.0577803 0.074651 0.133496 0.0756878 0.0905845 0.066776 0.0560643 0.0548494 0.0638393
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.25063000000000007 -0.0091949999999999983 -0.010834999999999999 0.084355000000000013 0.13597000000000004 0.10893000000000001 0.12745000000000004 0.12992500000000004 -0.082769999999999982 0.092475000000000016 -0.54200499999999985 -0.085684999999999997 -0.046359999999999991 -0.081299999999999997 -0.092059999999999989 -0.0091949999999999983 0.094835000000000017 0.086715000000000014 0.12118000000000002 -0.42170999999999997 0.07770500000000001 0.50194500000000009 -0.13927999999999999 0.0061450000000000003 -0.05647499999999999 0.11457500000000002 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 20 -1 18 7 8 10 -10 11 12 13 -7 -15 17 -16 -13 -6 -20 21 22 23 -2 -24 -26 27 -27 -19 -30
right_child=3 -3 -4 -5 5 6 -8 -9 9 -11 -12 15 -14 14 16 -17 -18 28 19 -21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.01117784296705698 0.0037698059278623896 -0.00098986367582145967 0.0015379303812796791 -0.0031517636690599226 0.0010965162588815606 0.014407610069029034 0.01105309933829572 0.001206491272060726 -0.0035695021563151388 0.0069238431077322058 0.011666043679274265 3.601339836181565e-05 -0.00046283132184974176 0.012348643505807829 0.00068800104560241815 0.00011273363227795426 0.0067399902603220698 0.0058850509871778258 0.0090465282024815696 0.0027042255830960447 -0.0017895130297312372 -0.0014847943461343395 -0.0029170237513708661 0.012447672314592637 0.0089005224569700652 -0.00051209355056609795 -0.0033072577302598141 0.0060041186564992518 0.0055641554546989984 0.0010290019225347071
leaf_weight=24 156 33 63 24 56 20 31 39 25 29 21 22 22 27 21 29 507 1497 50 99 26 26 29 20 20 23 22 31 77 52
leaf_count=24 156 33 63 24 56 20 31 39 25 29 21 22 22 27 21 29 507 1497 50 99 26 26 29 20 20 23 22 31 77 52
internal_value=0 0.00553904 0.00561851 0.00231108 0.00571559 0.00566564 0.00582273 0.00575483 0.00583034 0.00206581 0.00591892 0.00586585 0.0067722 0.00704902 0.00678385 0.00554319 0.00649929 0.00563875 0.00381195 0.00483252 0.00268249 0.00303806 0.00342874 0.00475593 0.00156005 0.0029125 0.00133671 0.00322869 0.00571456 0.00373603
internal_weight=0 2744 2711 377 2648 2624 2419 2388 2349 54 2295 2274 597 575 555 1677 528 1648 205 149 353 327 301 176 125 96 76 54 1626 129
internal_count=3121 2744 2711 377 2648 2624 2419 2388 2349 54 2295 2274 597 575 555 1677 528 1648 205 149 353 327 301 176 125 96 76 54 1626 129
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 12 47 4 15 14 0 1 4 4 0 2 0 160 16 0 15 2 4 15 3 0 2 12 4 2
split_gain=20.084 2.53349 2.32942 1.44473 1.39743 0.85387 0.834295 0.707253 0.665901 0.527254 0.512655 0.425284 0.42236 0.40306 0.488696 0.475089 0.389756 0.464082 0.359435 0.33408 0.435603 0.312774 0.315893 0.264749 0.260586 0.230854 0.19366 0.315342 0.183836 0.182041
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.08864000000000001 0.085055000000000006 0.090285000000000018 0.12958500000000003 0.40124500000000002 0.024640000000000006 0.076175000000000007 -0.23194499999999998 0.15964000000000003 0.033845000000000007 -0.16363499999999997 -0.067094999999999988 0.092235000000000025 -0.066089999999999996 -0.081069999999999989 -0.037154999999999994 -0.11242999999999999 -0.095244999999999982 0.10855000000000002 -0.059649999999999988 -0.084564999999999987 -0.061964999999999992 -0.097734999999999989 0.13754500000000003 -1.0000000180025095e-35 -0.0070899999999999991 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 29 9 11 28 13 19 -1 26 16 -5 15 -15 25 -18 -8 20 -4 22 -12 -24 -19 -7 27 -3 -6 -2
right_child=1 6 5 8 7 12 18 -9 -10 -11 21 -13 -14 14 -16 -17 17 24 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011171275866010398 0.00055741811232504213 0.00027532652952115154 0.00093764404821045262 0.00082811835516734625 0.00090579079227475965 0.0010325593928088763 0.00038373045763305199 0.00046699214890407825 0.00093752437459877107 0.0011139869404113508 0.00093972058182927823 5.1659163817171906e-05 0.00074074159489735051 0.00072036031292340103 0.00031248028676202094 0.00049720644138639091 0.00048969264123954021 0.00083952679980694815 0.00072675029805147637 0.00090653953856364544 0.00053781555756368736 0.00062431910048996772 0.00083541521412035268 0.0005930857031239508 0.00064427367909172296 0.00086383872948756304 0.0002266951766434334 0.00048308308651213007 0.00072952011701588016 0.00042076791956502596
leaf_weight=22 53 81 20 21 46 33 24 29 21 46 65 31 171 61 30 92 20 147 23 1053 22 32 52 26 32 565 87 43 45 128
leaf_count=22 53 81 20 21 46 33 24 29 21 46 65 31 171 61 30 92 20 147 23 1053 22 32 52 26 32 565 87 43 45 128
internal_value=0 0.000443664 0.00084539 0.000712409 0.000569565 0.000871999 0.000312535 0.000733646 0.000605057 0.000908339 0.000835019 0.000266107 0.000829164 0.000570833 0.000541308 0.000586176 0.000848136 0.00077297 0.000551591 0.0008997 0.00072821 0.000799554 0.000838767 0.000754639 0.000804621 0.000873149 0.000297614 0.000347371 0.000818624 0.000460782
internal_weight=0 590 2531 422 301 2109 289 120 225 1141 197 242 968 204 183 153 797 199 47 1095 42 175 143 78 179 598 211 124 91 181
internal_count=3121 590 2531 422 301 2109 289 120 225 1141 197 242 968 204 183 153 797 199 47 1095 42 175 143 78 179 598 211 124 91 181
is_linear=0
shrinkage=0.00196078


Tree=5055
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 4 49 1 150 1 0 15 50 12 4 1 47 1 0 40 1 399 0
split_gain=47.4597 7.83698 4.15545 3.59874 2.37088 2.35056 1.6847 1.26141 1.42697 1.06651 1.04904 1.00334 0.715832 0.702145 0.609875 0.574299 0.497183 0.494999 0.636151 0.456884 0.450573 0.425765 0.412441 0.335155 0.334405 0.37397 0.295497 0.282407 0.276319 0.267358
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.077845000000000011 0.13501500000000002 0.062655000000000016 0.033845000000000007 -0.054984999999999992 0.083345000000000016 1.0000000180025095e-35 0.12408500000000001 -0.11173999999999999 -0.097454999999999986 0.041865000000000006 0.09141500000000001 -0.52556499999999995 0.13075500000000004 0.093140000000000014 0.076935000000000017 -0.010949999999999998 -0.077474999999999988 0.122715 0.088080000000000006 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 11 26 -8 -9 -4 15 12 17 -2 -14 24 -10 18 -1 -6 21 -19 -5 -16 25 -7 -3 -15 -22 -12
right_child=1 4 9 22 19 10 7 8 16 -11 29 -13 14 27 23 -17 -18 20 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014664047565200037 0.00088224896791137797 0.00053540604913853579 0.0012255114500596075 0.00077250609223067368 0.00024324858374786247 0.0012342624995873332 0.00120332411106895 0.0010859266916910806 0.00068282205258580401 0.00077178481670901592 0.0010781799089462361 0.0015688399143201771 0.0012956612421560108 0.0012993970995074978 0.00083247648405970309 0.00095831093137820609 0.00044826751976620915 0.0016625629453098072 0.0010747755471712502 0.00054027708763534801 0.0012935033004167964 0.0013738879304513172 0.00046836925271801112 0.0011648138332851126 0.0013478020483982023 0.00099266708416616734 0.00031778785052011255 0.0010492757588875393 0.0014945734474881023 0.00078448343623098026
leaf_weight=23 23 47 28 60 85 281 20 30 142 69 22 76 99 100 20 29 46 20 52 26 427 1101 24 28 92 27 49 21 28 26
leaf_count=23 23 47 28 60 85 281 20 30 142 69 22 76 99 100 20 29 46 20 52 26 427 1101 24 28 92 27 49 21 28 26
internal_value=0 0.000712544 0.00130047 0.00100815 0.000561088 0.00131688 0.000643596 0.000732039 0.000688802 0.000902757 0.00119399 0.00134816 0.00133884 0.00119629 0.00120772 0.00122475 0.000625431 0.00135051 0.00119488 0.000312823 0.00135792 0.00137904 0.00068561 0.00102634 0.00124407 0.00121308 0.00042433 0.00125599 0.00130588 0.000919094
internal_weight=0 673 2448 228 445 2351 334 238 218 97 477 1874 1798 144 147 429 188 1651 75 111 1576 1121 84 48 400 308 96 121 455 48
internal_count=3121 673 2448 228 445 2351 334 238 218 97 477 1874 1798 144 147 429 188 1651 75 111 1576 1121 84 48 400 308 96 121 455 48
is_linear=0
shrinkage=0.00196078


Tree=5056
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 1 2 4 47 49 2 2 1 0 2 1 1 11 0 12 11 3 49 159 52 49 133
split_gain=48.635 7.69313 3.98979 3.32394 2.66328 2.623 2.03938 1.4541 1.16939 1.07202 0.902585 0.783058 0.718537 0.660918 1.65131 0.578874 0.494842 0.416021 0.401142 0.395223 0.392373 0.381228 0.350568 0.34276 0.406709 0.367374 0.337063 0.332103 0.306329 0.283066
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.17966999999999997 0.13082500000000002 -0.054984999999999992 -1.0000000180025095e-35 0.10045500000000002 0.087135000000000004 -0.22491999999999998 0.14530500000000005 0.16540500000000002 0.13075500000000004 0.084680000000000019 0.18019500000000002 0.082480000000000012 1.0000000180025095e-35 -0.11171999999999999 0.097940000000000013 0.0089800000000000019 -0.16675999999999999 -0.053364999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 10 6 7 9 -4 15 -3 18 -2 -12 -15 -1 -11 -16 -6 29 -14 23 -17 24 -18 26 -26 -9 -10 -5
right_child=1 4 8 19 11 -7 -8 27 28 16 13 -13 20 14 17 22 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016753854408435389 0.0011529549305269277 0.0013219599934672218 0.0014954619908827812 0.00088790649425324699 0.00062916295790015151 0.0011545315445735565 0.0010490570436505709 0.001654311677842748 0.0011705178221754274 0.0012985143997180954 0.00072178290857403884 0.00099144884977354062 0.0014612290234965518 0.0014685800338746743 0.00094788516762933368 0.0014362228615701108 0.0013599031515549342 0.00067677756384307264 0.00032809532886626672 0.00076718773157183643 0.0017096411913736468 0.0013008160092959217 0.0016087324624637354 0.0017149493663767936 0.0015767581857537114 0.0014921014856801884 0.001709823653266482 0.0019432494525276518 0.00089619885815245791 0.0011673835285922938
leaf_weight=934 23 24 34 22 114 48 24 20 34 27 50 21 87 23 168 52 36 25 20 24 34 20 351 62 461 164 87 65 29 38
leaf_count=934 23 24 34 22 114 48 24 20 34 27 50 21 87 23 168 52 36 25 20 24 34 20 351 62 461 164 87 65 29 38
internal_value=0 0.000996945 0.00159211 0.00128982 0.000846887 0.00160819 0.00161765 0.00162363 0.0012024 0.00161388 0.000957785 0.000639399 0.00147064 0.000924927 0.000971951 0.00164859 0.00155975 0.000912768 0.000584227 0.000979846 0.00153103 0.00156825 0.00158647 0.00157485 0.00156324 0.00157352 0.00159788 0.00187526 0.00104424 0.00106491
internal_weight=0 673 2448 228 445 2351 2303 2279 97 2194 290 155 144 266 216 1337 857 193 134 84 121 830 403 810 748 712 548 85 63 60
internal_count=3121 673 2448 228 445 2351 2303 2279 97 2194 290 155 144 266 216 1337 857 193 134 84 121 830 403 810 748 712 548 85 63 60
is_linear=0
shrinkage=0.00196078


Tree=5057
num_leaves=31
num_cat=0
split_feature=1 4 2 15 96 50 132 0 43 160 3 4 48 10 149 3 12 12 43 402 12 457 12 40 16 157 50 0 16 4
split_gain=0.635971 0.208986 0.163115 0.121244 0.100764 0.092297 0.12165 0.0858638 0.119912 0.209063 0.0973639 0.0918497 0.0824924 0.078424 0.0759779 0.0651164 0.0642263 0.0999643 0.0794569 0.0857135 0.0737098 0.0641813 0.0653223 0.062968 0.0628181 0.0622589 0.0598983 0.0579285 0.0663414 0.0628311
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 0.088850000000000026 0.088895000000000016 -1.0000000180025095e-35 -0.07384499999999998 -0.084004999999999982 -0.080719999999999986 0.092670000000000016 -0.52556499999999995 0.091150000000000023 -0.39840999999999999 0.087830000000000005 -0.020429999999999997 0.09334000000000002 0.096295000000000019 -0.064334999999999989 -0.064959999999999976 0.092355000000000007 0.094310000000000019 -0.12529499999999996 0.051255000000000002 0.064860000000000015 -0.0048549999999999991 0.081075000000000022 -0.14832499999999996 -0.016164999999999995 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 26 4 13 5 6 -3 10 9 -9 27 -10 16 -4 21 -7 20 -18 -19 -20 25 22 -8 -24 -11 -13 -2 28 -1 -29
right_child=1 2 3 -5 -6 15 14 8 11 24 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0095363616561739487 0.010051767012265948 -0.0019785462024932104 0.0087352933106012633 -0.0039915144653810608 -0.0017425304790958764 0.010293370024301113 0.010371523533016444 -0.0033846057813476634 0.014432092257110136 0.0026300412727453346 0.0040119443544083177 0.011674261401946608 0.002204899614354452 0.0018976943257117595 0.011350542004220188 0.0039332528196444573 0.0021872730568348845 0.012966945177565019 0.010549679071482389 0.0050785537694847758 0.014603266129807497 0.0011735445287717411 0.0054283338483746826 0.00024331133067607882 0.0082827346860237117 0.0063909521861070838 0.0044777486900178095 0.008800292623208604 0.015117350994842127 0.0068848336234879808
leaf_weight=89 98 24 20 31 20 60 25 27 21 28 45 38 26 104 20 22 36 27 44 82 26 39 371 25 66 54 24 1406 28 195
leaf_count=89 98 24 20 31 20 60 25 27 21 28 45 38 26 104 20 22 36 27 44 82 26 39 371 25 66 54 24 1406 28 195
internal_value=0 0.00511294 0.00449696 0.00160212 0.00523739 0.00547562 0.0049694 0.00828218 0.00708887 0.00437122 0.00860369 0.00801779 0.00761328 0.00300053 0.0053168 0.008587 0.00807132 0.00692845 0.00804402 0.00698911 0.00990185 0.00505446 0.00541397 0.005101 0.00659895 0.00857319 0.00895524 0.00872397 0.010872 0.00856699
internal_weight=0 883 761 155 606 586 504 2238 475 121 1763 354 333 124 480 82 307 189 153 126 118 460 421 396 94 92 122 1718 117 1601
internal_count=3121 883 761 155 606 586 504 2238 475 121 1763 354 333 124 480 82 307 189 153 126 118 460 421 396 94 92 122 1718 117 1601
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=31
num_cat=0
split_feature=1 12 1456 150 2 3 43 43 1 3 13 4 160 4 0 151 3 3 402 0 0 16 4 402 4 12 1210 13 13 15
split_gain=0.525179 0.157977 0.0876032 0.0860608 0.0842959 0.0762122 0.0861776 0.1066 0.0741562 0.0724781 0.0713893 0.0643124 0.0618642 0.0663958 0.0665728 0.110431 0.105869 0.0771523 0.0659028 0.0671078 0.0845474 0.0630977 0.0613298 0.0612751 0.0962469 0.117357 0.100153 0.0787816 0.072432 0.102313
threshold=0.12000500000000001 0.051320000000000005 -0.077604999999999993 0.12314500000000002 0.14122000000000004 0.12178000000000001 -0.078139999999999973 -0.11720999999999999 0.10984500000000001 0.30112000000000005 -0.47860499999999995 0.053180000000000012 -0.55323499999999981 -0.51843499999999987 -0.086074999999999985 -0.088054999999999981 -0.088784999999999989 -0.15447499999999995 -0.012254999999999999 -0.086409999999999987 -0.086834999999999982 0.013515000000000001 -0.0043399999999999992 0.012085000000000002 -0.08835999999999998 0.087625000000000022 -0.062539999999999984 -0.088319999999999996 -0.085744999999999988 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -7 -2 -11 12 -3 -14 15 16 -15 -17 -19 20 21 -20 -9 27 -25 -26 -27 -16 29 -29
right_child=9 11 3 -5 -6 8 -8 22 -10 10 -12 -13 13 14 23 17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.010797470850088906 0.0038285614183722026 0.0032608915668641846 0.0085590059818376023 -0.001105688128154725 -0.00063126222452237503 -0.002323232021271473 0.0073360062882636586 0.0044657852437439164 0.0051168435781791402 0.0028509832492480719 -0.0027215421187858553 0.0060963878371919624 0.012688004128910878 -0.0015722740418277683 0.0034407116512183925 0.013523196881370887 0.0078850531211957856 0.012617621952906633 0.0088074351439993148 0.013730019940571351 0.0027527863093252695 0.0044275660505971046 -0.00036092931882311143 0.0030218599034318081 0.01545807797772189 0.0044883039996160999 0.010362028636959718 0.016014664677310397 0.0070057341799662012 0.0069710859933773718
leaf_weight=31 239 31 46 20 21 21 283 81 37 56 39 291 27 20 59 35 29 39 381 22 28 36 39 24 30 42 94 22 969 29
leaf_count=31 239 31 46 20 21 21 283 81 37 56 39 291 27 20 59 35 29 39 381 22 28 36 39 24 30 42 94 22 969 29
internal_value=0 0.00709605 0.00562581 0.00533325 0.00557715 0.0058343 0.00627496 0.00446606 0.00242302 0.00289982 0.000563315 0.00748159 0.00769186 0.00776469 0.00769319 0.00857082 0.00402492 0.00898256 0.00866848 0.00833868 0.00807214 0.00842932 0.0028971 0.00728514 0.00894109 0.00979688 0.00854808 0.00699355 0.00719906 0.0108722
internal_weight=0 2787 579 548 528 507 449 166 58 334 95 2208 1917 1886 1859 590 49 541 506 467 445 417 120 1269 190 166 136 1079 1020 51
internal_count=3121 2787 579 548 528 507 449 166 58 334 95 2208 1917 1886 1859 590 49 541 506 467 445 417 120 1269 190 166 136 1079 1020 51
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 47 2 123 2 9 0 47 1 2 12 4 34 4 15 16 4 10 1 150 2 124 3 3
split_gain=24.9488 4.28363 2.63494 1.89586 1.52421 1.15139 1.05235 0.885906 0.857393 0.839769 0.65796 0.636831 0.505913 0.626619 0.63825 0.505904 0.368964 0.437244 0.304435 0.315904 0.291505 0.267232 0.249387 0.23939 0.231598 0.22218 0.219943 0.217849 0.259674 0.289897
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.099185000000000009 0.088105000000000003 0.062655000000000016 -0.13033999999999998 0.13082500000000002 0.14122000000000004 1.0000000180025095e-35 0.10672500000000001 -1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.14753000000000002 0.09141500000000001 -0.52556499999999995 -1.0000000180025095e-35 0.27834500000000006 -0.41942499999999994 -0.066924999999999985 0.063160000000000008 -0.38124499999999995 0.11588000000000001 1.0000000180025095e-35 0.087995000000000004 -0.087394999999999987 1.0000000180025095e-35 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 -1 15 9 25 24 -8 13 14 -13 18 17 -14 -4 -20 -17 -18 -10 -22 -6 -5 -16 -3 -29 -30
right_child=1 2 7 8 10 -7 11 -9 22 -11 -12 12 16 -15 26 20 21 -19 19 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00060798573406303628 0.0010067750564300608 0.00072550597117546404 0.00026041205556482923 0.00094279115145408886 0.0010120967273565535 0.0012478038960812138 0.00066503997746051528 0.00065398117775126118 0.00045308756075945555 0.00062695306541265541 0.00057666160275830932 0.00099994237035203569 0.0013322743218319088 0.0011822851475547342 0.00086337523369673362 0.00035744208258156683 0.001022941099930238 0.0010398856702156058 0.00061224020056900206 0.00038202636023325955 0.00026377666595519758 0.00093075096175489918 0.00075902601062249734 3.9799670609675983e-06 0.00079479698031981356 0.00074841440716161831 0.00061447868566602364 0.00044539121426246281 0.00071320724747483695 0.00050769529463062302
leaf_weight=25 76 22 45 390 44 80 20 37 20 38 30 51 20 25 21 32 264 1169 33 75 25 223 21 30 33 24 39 96 42 71
leaf_count=25 76 22 45 390 44 80 20 37 20 38 30 51 20 25 21 32 264 1169 33 75 25 223 21 30 33 24 39 96 42 71
internal_value=0 0.00056761 0.00051334 0.00098985 0.000629527 0.00101748 0.00100756 0.000371566 0.00088129 0.000905918 0.000822994 0.00101301 0.00101685 0.000901836 0.000838672 0.000328027 0.00102618 0.0010448 0.000395911 0.000452369 0.000208643 0.000980727 0.000609788 0.000122069 0.000918968 0.000931523 0.000701592 0.000539912 0.000520376 0.00058408
internal_weight=0 691 615 2430 338 1937 1857 277 493 452 107 1832 1812 136 111 240 1676 1189 153 108 87 487 41 55 77 414 60 231 209 113
internal_count=3121 691 615 2430 338 1937 1857 277 493 452 107 1832 1812 136 111 240 1676 1189 153 108 87 487 41 55 77 414 60 231 209 113
is_linear=0
shrinkage=0.00196078


Tree=5060
num_leaves=31
num_cat=0
split_feature=4 2 3 123 44 149 2 48 147 52 484 159 43 157 15 3 150 160 1 3 40 11 14 15 12 3 483 43 400 15
split_gain=0.532994 0.172809 0.133152 0.0893622 0.0970963 0.0876199 0.0862735 0.0790074 0.0717956 0.0510744 0.0580076 0.0766852 0.0506204 0.0502586 0.0550957 0.0793592 0.217091 0.112366 0.145712 0.0831336 0.0880305 0.0762242 0.0909313 0.0578422 0.0620827 0.058489 0.0577019 0.0673489 0.0699557 0.0873148
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 1.0000000180025095e-35 0.081805000000000017 0.07770500000000001 0.25063000000000007 0.14093000000000003 0.090635000000000007 0.12492500000000002 0.096415000000000015 0.087630000000000013 -0.010739999999999998 -0.48214999999999997 1.0000000180025095e-35 -0.092174999999999993 0.081835000000000019 -0.015149999999999999 0.077845000000000011 -0.079594999999999985 -0.070304999999999992 0.077695000000000014 0.078320000000000015 0.13592500000000005 0.080890000000000017 -0.049509999999999992 0.11494000000000001 0.0051600000000000005 -0.064794999999999978 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 9 8 13 10 11 -2 -13 -1 15 16 17 18 -15 -17 -21 23 -23 24 -16 -25 27 -26 -29 -30
right_child=5 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 21 19 -18 -19 -20 20 -22 22 -24 25 26 -27 -28 28 29 -31
leaf_value=0.011119359503745249 0.0020284273611041403 -5.5559451522474948e-05 0.0027524651988194539 0.0049277941651693358 0.012489003285545072 0.0083733560798074386 -0.003503211606717245 0.0011357939429581165 0.0029495263658463958 0.0073118829689919956 -0.0024601842132618741 0.0028151457577391906 0.0085780647822788787 0.0065146847423620344 0.011624047098765997 0.0083346829468993293 -0.0043493083877755067 0.0077821618702347863 -0.0031716229370795193 0.012723308132792061 0.0062642148646999034 0.01701367925386876 0.0081173932934352367 0.0015631430910836006 0.0083885689976478436 0.0085925899734138524 0.0033102984274072308 0.011806373969143765 0.0003315963074564934 0.0066240662321657498
leaf_weight=38 194 33 65 146 38 28 22 20 35 25 21 27 35 41 44 484 21 153 25 22 516 20 27 29 730 20 28 22 25 187
leaf_count=38 194 33 65 146 38 28 22 20 35 25 21 27 35 41 44 484 21 153 25 22 516 20 27 29 730 20 28 22 25 187
internal_value=0 0.00713765 0.00722441 0.00733323 0.00747232 0.00300646 0.00254265 0.00739567 0.00744642 0.00298308 0.00259239 0.00300686 0.00606841 0.00751113 0.00745386 0.00699951 0.00536311 0.00629444 0.00284563 0.00738379 0.00652834 0.00796039 0.011903 0.0077896 0.00794839 0.00443231 0.00778536 0.00791534 0.00643902 0.00588203
internal_weight=0 2769 2736 2671 2525 352 324 2487 2467 302 277 256 62 2432 2394 1262 240 219 66 1022 538 1132 47 1085 1036 49 992 964 234 212
internal_count=3121 2769 2736 2671 2525 352 324 2487 2467 302 277 256 62 2432 2394 1262 240 219 66 1022 538 1132 47 1085 1036 49 992 964 234 212
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=31
num_cat=0
split_feature=4 2 3 1 12 15 45 3 48 3 4 3 401 401 160 4 0 484 1447 480 1186 12 10 16 14 149 4 2 1 3
split_gain=0.432816 0.140382 0.109497 0.0804893 0.0798457 0.0726734 0.0684293 0.0678822 0.0653746 0.0576395 0.0527804 0.0966006 0.0718271 0.15025 0.107544 0.0665827 0.0617156 0.0584589 0.0708164 0.104139 0.0673805 0.0514713 0.0724639 0.0679605 0.137501 0.0737981 0.0715491 0.0496465 0.178012 0.141315
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.08592000000000001 -0.010834999999999999 -0.14601999999999996 0.084355000000000013 0.63141500000000017 0.14093000000000003 -0.0037349999999999996 -0.082769999999999982 0.11296500000000002 0.080190000000000011 0.089695000000000011 -0.4909099999999999 -0.082349999999999993 -0.019414999999999998 0.085595000000000018 -0.085684999999999997 0.085815000000000016 0.060550000000000007 -0.10022999999999999 -0.15282499999999996 -0.4179199999999999 -1.0000000180025095e-35 0.075040000000000009 0.50996500000000011 0.087675000000000017 0.083345000000000016 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 8 21 10 -7 12 15 14 -14 -6 -12 27 18 -16 20 -20 -5 -23 25 26 -24 -25 -17 -29 -30
right_child=3 -3 -4 7 6 9 -8 -9 -10 -11 11 -13 13 -15 17 16 -18 -19 19 -21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.010397790484074947 0.0086321387630463996 -5.0003535227116312e-05 0.002424279988190392 0.00619969454618465 0.013823183369019937 0.003364405102811982 0.01144415246390347 -0.0032609640713781121 0.0010222145635634661 0.0075642281961513739 0.0015398472010229643 -0.00026120887182298162 -0.0020939327128555465 0.0081984844612511439 0.012932902114250914 0.0072559874426727069 0.0012512180089418378 0.003679243041228296 0.0075935062908083139 0.00068811674912770595 0.012833832733583853 -0.0029767434578388931 0.0032256177161759979 0.0071343943890598092 -0.0050890879320173435 0.0097137692011892793 0.00056636551839061254 0.0065639169200231292 -0.0054764534939419143 0.0046441765100934318
leaf_weight=21 22 33 64 38 29 161 31 20 20 41 26 21 23 37 26 831 21 36 436 21 26 24 142 27 29 20 43 793 22 37
leaf_count=21 22 33 64 38 29 161 31 20 20 41 26 21 23 37 26 831 21 36 436 21 26 24 142 27 29 20 43 793 22 37
internal_value=0 0.0064331 0.00651167 0.00276862 0.00661005 0.00479891 0.00677585 0.00239253 0.00671567 0.00421684 0.00676342 0.00648035 0.00754521 0.00425306 0.00788934 0.00656218 0.00663881 0.00757359 0.00784903 0.00757536 0.00788842 0.0027426 0.00228165 0.00276518 0.000700998 0.00402662 0.00309975 0.00670604 0.00616965 0.000870382
internal_weight=0 2756 2723 365 2659 223 2436 343 2405 202 2385 1751 634 60 574 1730 1704 545 509 483 462 323 285 261 99 162 70 1683 852 59
internal_count=3121 2756 2723 365 2659 223 2436 343 2405 202 2385 1751 634 60 574 1730 1704 545 509 483 462 323 285 261 99 162 70 1683 852 59
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 14 159 1 2 1 1 1429 51 52 4 14 0 160 159 42 42 0 3 4 3 156 15
split_gain=16.3416 2.6383 1.82999 1.61735 1.05686 0.984335 0.890883 0.689677 0.596701 0.46343 0.437091 0.378195 0.300056 0.25185 0.305164 0.206549 0.19843 0.185725 0.174826 0.173519 0.169583 0.159428 0.215825 0.170635 0.149717 0.271599 0.218157 0.157049 0.148399 0.145828
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.092235000000000025 0.16773500000000005 0.080270000000000022 0.084690000000000015 0.11144500000000002 -0.56176499999999996 0.0049200000000000008 0.096015000000000017 -0.026509999999999995 0.081905000000000019 0.0089800000000000019 0.079510000000000011 -0.047899999999999991 -0.10474999999999998 0.30112000000000005 -0.069389999999999993 -0.12018999999999998 0.090500000000000011 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 17 8 11 -4 -5 13 24 15 20 28 -13 -3 -10 -7 -15 22 23 -18 25 -11 -26 -28 -1 -25
right_child=1 2 9 10 -6 19 -8 -9 18 12 -12 16 -14 14 -16 -17 21 -19 -20 -21 -22 -23 -24 29 26 -27 27 -29 -30 -31
leaf_value=0.00084351153042769506 0.00079224120629220907 0.00090639083676673227 0.00052618938863423529 0.00071848542408022985 0.0004106725370961262 0.00064442425371942893 0.00039378449378908275 0.00048241320899849245 0.0010205509848186189 0.0005060297098477141 0.00044411490978968089 0.00089350108714664677 2.0749166644379205e-05 0.00080159165685362633 0.00055400185277038082 0.00067313543332168479 0.00074093112803512386 0.00069966644101814371 0.00082300312975360683 0.00040781804547275713 0.0006778524511515695 0.00082082914817655167 0.00077647926035186079 0.00060149073799753449 0.00043131184618116597 0.00024730884802493544 0.00037381921397229909 0.00018647143230112096 0.00072148740474207724 0.00076204464927333336
leaf_weight=911 72 24 26 34 205 22 37 26 61 26 65 40 20 453 22 30 156 55 24 26 47 106 275 87 20 39 20 123 40 29
leaf_count=911 72 24 26 34 205 22 37 26 61 26 65 40 20 453 22 30 156 55 24 26 47 106 275 87 20 39 20 123 40 29
internal_value=0 0.000437737 0.000394839 0.000783855 0.000495305 0.000794176 0.000644871 0.000799958 0.000803578 0.00027714 0.000538343 0.000797338 0.00025103 0.000814811 0.000780016 0.000833326 0.000759443 0.000762469 0.000964773 0.000516263 0.00078996 0.000751231 0.000737744 0.000698582 0.00027123 0.000350797 0.000239501 0.000212674 0.000838379 0.000641629
internal_weight=0 667 595 2454 321 2355 116 2307 2281 274 99 2196 248 1503 522 981 693 79 85 48 500 653 547 272 228 65 163 143 951 116
internal_count=3121 667 595 2454 321 2355 116 2307 2281 274 99 2196 248 1503 522 981 693 79 85 48 500 653 547 272 228 65 163 143 951 116
is_linear=0
shrinkage=0.00196078


Tree=5063
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 15 4 0 14 0 12 1 43 49 1 16 39 0 14 40 11 3 2 51 4 42
split_gain=18.775 2.5305 1.98021 1.32014 1.22988 1.05544 0.808472 0.67622 0.730571 0.507482 0.418898 0.395433 0.357606 0.330956 0.33812 0.307393 0.29556 0.274268 0.267179 0.253246 0.242752 0.238168 0.236754 0.236026 0.209854 0.231863 0.207406 0.206147 0.187189 0.174911
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.053180000000000012 -0.23194499999999998 0.076175000000000007 -0.072894999999999988 0.13597000000000004 0.10089500000000001 -0.04890499999999999 -0.012034999999999999 0.16175000000000003 -0.062804999999999986 0.098220000000000016 -0.14001499999999997 -1.0000000180025095e-35 -0.077714999999999992 0.080705000000000013 -0.10831999999999999 0.11389000000000002 -0.10386999999999998 0.052250000000000012 -0.14609499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 7 12 23 -9 15 13 -1 21 29 24 16 -6 -2 -7 -18 22 -4 -10 -3 25 -15 27 -13 -23 -8
right_child=1 5 6 -5 9 18 10 8 20 -11 -12 26 -14 14 -16 -17 19 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010867555723683294 0.00057547706380194313 0.00040048778876244857 0.00070448103634750136 0.00044608564688821648 0.00051664304909395753 0.00025656807976967631 0.0010565164515506876 0.00072763787441644339 0.00062166369790511743 0.00091705326439619735 0.00072666596210997159 0.00097284517159648969 0.0010739893972467177 0.00058867910730780342 0.00056239325360605847 0.00051041807381033654 0.00060328099030180647 0.00082882498974537911 1.0949196502649818e-05 0.00082749832957203879 0.00026763802449730918 0.00090874211397730701 0.00042621561243379121 0.00019921480137770166 0.00093289079400254234 0.00080940115410364007 0.00062504391717254065 0.00079602812309379704 0.00081575831540399641 0.00087266414866215376
leaf_weight=22 20 42 24 74 36 90 21 42 31 21 137 32 46 20 22 89 34 92 21 45 27 1108 103 48 48 215 21 122 90 378
leaf_count=22 20 42 24 74 36 90 21 42 31 21 137 32 46 20 22 89 34 92 21 45 27 1108 103 48 48 215 21 122 90 378
internal_value=0 0.000460058 0.000848472 0.000649311 0.000725864 0.000372927 0.000873006 0.000434613 0.000497334 0.000626815 0.000825866 0.00083899 0.000904271 0.000845171 0.000796545 0.000596938 0.000663897 0.000783584 0.0002101 0.000731 0.000437255 0.000897882 0.000471431 0.000293142 0.000814748 0.000790616 0.000807842 0.000832769 0.000901757 0.000882341
internal_weight=0 590 2531 186 422 404 2109 293 203 225 841 197 1268 704 305 204 115 112 111 79 161 1222 134 90 283 235 175 154 1198 399
internal_count=3121 590 2531 186 422 404 2109 293 203 225 841 197 1268 704 305 204 115 112 111 79 161 1222 134 90 283 235 175 154 1198 399
is_linear=0
shrinkage=0.00196078


Tree=5064
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 45 1 2 2 150 1 2 12 2 2 1 1 43 52 475 4 160 475 1420 10 3 0
split_gain=21.5505 3.50374 2.17142 1.95672 1.25922 1.19378 1.10709 0.804068 0.734812 0.523911 0.518655 0.464731 0.420223 0.371051 0.492926 0.306348 0.277322 0.215292 0.212753 0.208658 0.198398 0.194991 0.216317 0.193181 0.196436 0.189861 0.170969 0.156444 0.153152 0.151347
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10527500000000002 0.10045500000000002 -0.022174999999999997 0.062655000000000016 0.10783500000000001 0.077845000000000011 0.13501500000000002 0.17760500000000004 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 0.11586 -0.0091949999999999983 0.092365000000000017 0.076935000000000017 0.11507500000000002 -0.080324999999999994 0.26391000000000003 -0.088274999999999978 0.42051500000000003 -1.0000000180025095e-35 -0.07550999999999998 -0.081459999999999991 -0.3960249999999999 0.30112000000000005 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 19 13 11 -5 12 15 25 17 16 23 -15 21 -19 -3 -11 22 -1 28 -25 -7 -24 -13 -4 -12
right_child=1 2 8 9 -6 10 -8 -9 -10 20 29 27 -14 14 -16 -17 -18 18 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00087088737386914103 0.0009734149742262816 0.0010190393815876222 0.00052173374999937958 0.00091944990486574443 0.00052872853864429227 0.0010304173255797826 0.00052855755527352174 0.0011886436402516614 0.00073968552915600278 0.00066990814547912743 0.00080922427595511693 0.00029038145422827504 0.00067384096504259508 0.00074460655704890167 0.00069157319016174975 0.00062162454694815591 0.00096876810949828398 0.00093686573656004944 0.0011465092806839474 0.00081748213598391338 0.00044279983771545773 0.00089585930379560742 0.0011965659068746059 0.00044941132302227352 0.0002727657528068582 0.00090452141348957031 0.0010179704359775444 5.9100056030586651e-05 0.00032777770139350026 0.00058825146940678669
leaf_weight=38 72 40 45 28 199 54 43 79 21 50 22 23 28 23 31 21 274 268 20 39 21 54 21 34 84 313 1104 22 24 26
leaf_count=38 72 40 45 28 199 54 43 79 21 50 22 23 28 23 31 21 274 268 20 39 21 54 21 34 84 313 1104 22 24 26
internal_value=0 0.000564884 0.000515448 0.000962355 0.000624886 0.000973707 0.000781732 0.000994957 0.000387239 0.000692311 0.000881993 0.000357985 0.00090538 0.000986609 0.000926851 0.000397073 0.000951409 0.000999633 0.000951424 0.000919536 0.000602735 0.00101104 0.00101639 0.000371856 0.000323664 0.000923046 0.0010213 0.000177311 0.000454271 0.000689531
internal_weight=0 667 595 2454 321 2355 122 1912 274 99 443 253 395 1833 328 208 297 1505 288 79 71 1217 1163 187 118 367 1125 45 69 48
internal_count=3121 667 595 2454 321 2355 122 1912 274 99 443 253 395 1833 328 208 297 1505 288 79 71 1217 1163 187 118 367 1125 45 69 48
is_linear=0
shrinkage=0.00196078


Tree=5065
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 3 4 2 34 14 4 47 16 12 47 49 16 4 1 0 156 11 4 16 131 1
split_gain=25.3753 3.29469 2.69171 1.79945 1.59013 1.05812 1.01256 0.81749 0.800061 0.60882 0.579884 0.55532 0.548076 0.440754 0.394129 0.373489 0.35775 0.35724 0.34022 0.304976 0.290476 0.289002 0.268178 0.265527 0.250865 0.247924 0.375046 0.271518 0.244494 0.307975
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.091545000000000015 -0.17966999999999997 0.40124500000000002 -0.11171999999999999 0.033845000000000007 0.13754500000000003 -1.0000000180025095e-35 0.076175000000000007 0.41555500000000006 0.077555000000000013 -0.037154999999999994 0.13597000000000004 0.091680000000000011 -0.063424999999999981 -0.088909999999999989 -0.0070899999999999991 0.10089500000000001 -0.13027499999999997 0.092385000000000009 0.080455000000000013 -0.15464999999999998 -0.066924999999999985 0.08844500000000001 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 11 13 -6 21 -1 17 12 -3 23 -14 24 -7 25 19 22 -21 -5 -9 -4 -11 26 -8 -28 29 -13
right_child=1 5 6 8 7 16 10 18 -10 15 -12 28 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00066200129092189167 0.00054852763273116709 0.00023877992016752301 0.00085729866504791717 0.001057837866659563 0.0010118018533168387 0.00048061415729618148 0.00074668564183320038 0.00083947925006642055 0.00057455441304321943 0.00091831319568123405 0.00084705145181511714 0.00024436379150656975 0.00067822369918062848 0.0012319632122278824 0.00040264490875889264 0.001175106004537905 0.00082282906132992363 0.00076719320872250727 0.00083307466451443875 0.00065327428776508728 0.00040531820802452572 0.00083682600644159415 0.00056740464488125851 0.0010411145201257119 0.0011515669875285205 0.0011045234023311019 0.0010299031512186062 0.00094408067457210946 0.00042186709276090066 -2.5934120248846646e-05
leaf_weight=26 181 45 31 46 28 24 26 30 29 156 154 71 32 46 53 32 23 29 31 34 39 45 26 1191 20 65 287 280 20 21
leaf_count=26 181 45 31 46 28 24 26 30 29 156 154 71 32 46 53 32 23 29 31 34 39 45 26 1191 20 65 287 280 20 21
internal_value=0 0.000528397 0.000979951 0.000671971 0.000837002 0.000378861 0.00100855 0.00070272 0.000858165 0.000944887 0.000955799 0.000326574 0.000413757 0.00104354 0.000506392 0.000980248 0.000648081 0.000980176 0.000648631 0.000604307 0.000520805 0.000948546 0.000713159 0.00103645 0.000944819 0.000989563 0.000976962 0.000987522 0.00022538 0.000182665
internal_weight=0 590 2531 301 422 289 2109 188 120 234 841 242 130 1268 85 208 47 687 160 129 73 91 56 1222 176 658 593 567 112 92
internal_count=3121 590 2531 301 422 289 2109 188 120 234 841 242 130 1268 85 208 47 687 160 129 73 91 56 1222 176 658 593 567 112 92
is_linear=0
shrinkage=0.00196078


Tree=5066
num_leaves=31
num_cat=0
split_feature=1 12 1 47 0 4 158 3 4 132 1375 40 15 0 151 151 3 48 160 43 1213 130 12 402 0 1186 160 42 160 14
split_gain=0.709695 0.196883 0.1127 0.0986533 0.0760954 0.0746189 0.0728082 0.0715866 0.0676123 0.0670634 0.0757752 0.065432 0.0690663 0.0632537 0.0844649 0.0884715 0.0790713 0.0775498 0.139938 0.0800922 0.0638024 0.111314 0.0898569 0.106224 0.0656503 0.0621439 0.0613742 0.0694315 0.0608846 0.113045
threshold=0.11866500000000001 0.051320000000000005 0.08864000000000001 0.085505000000000012 -0.040504999999999992 0.053180000000000012 0.085900000000000018 -0.0087149999999999988 0.057560000000000007 0.08696000000000001 -0.096099999999999977 -0.08440499999999998 1.0000000180025095e-35 -0.086074999999999985 -0.086439999999999989 -0.091649999999999995 -0.15447499999999995 0.092475000000000016 -0.059339999999999997 -0.50216499999999986 0.104315 0.098975000000000021 0.10345000000000001 -0.0063199999999999992 -0.086409999999999987 0.068350000000000008 -0.081069999999999989 0.091545000000000015 -0.067824999999999983 -0.24175999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 8 13 -1 -2 -5 10 -4 -12 26 14 15 -3 -16 19 -19 -15 21 22 23 -18 -25 -21 -13 -28 -9 -30
right_child=3 5 9 4 -6 -7 -8 28 -10 -11 11 12 -14 17 16 -17 20 18 -20 25 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0079789976010631244 0.0044707660136796609 0.0094287194491874792 0.00054858783259987838 0.01143575567302519 0.00079850064856665486 0.0073017175998610212 0.014082695365968076 0.004275642570517049 0.0054685344699431553 0.0010857455295928079 0.0030432814846132351 0.010083225779726491 0.011447879772458692 0.013847356185977978 0.014849728437672769 0.0010222668316037882 0.015585158828317243 -0.0014245785950195223 0.0083626961670233875 0.0085981936783385803 0.0052957951750223792 0.017510157192591577 0.0039321706145225713 0.0094573916793103917 0.014957282675997073 0.01373783779272344 0.0064439713181410401 0.00049274469810453331 -0.0070228534378111362 0.0013933207842674626
leaf_weight=175 107 31 23 29 21 285 22 41 55 29 47 40 32 31 35 21 34 21 48 1189 28 20 24 385 23 24 180 22 20 79
leaf_count=175 107 31 23 29 21 285 22 41 55 29 47 40 32 31 35 21 34 21 48 1189 28 20 24 385 23 24 180 22 20 79
internal_value=0 0.00838201 0.00672579 0.00361495 0.00618262 0.00881131 0.00866063 0.00252344 0.00752865 0.0057039 0.00609322 0.0064905 0.00708181 0.0090361 0.0098858 0.00603381 0.0102506 0.00864716 0.00538396 0.00882816 0.00993748 0.0102049 0.00989138 0.010215 0.00976743 0.00869988 0.00650448 0.00579582 0.00103512 -0.000306916
internal_weight=0 2769 570 352 105 2199 197 247 84 373 344 321 274 1914 601 52 549 1313 69 1244 514 486 466 442 408 1213 242 202 140 99
internal_count=3121 2769 570 352 105 2199 197 247 84 373 344 321 274 1914 601 52 549 1313 69 1244 514 486 466 442 408 1213 242 202 140 99
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=31
num_cat=0
split_feature=4 2 1 457 11 2 1456 43 2 403 4 403 133 457 0 16 13 15 16 3 0 16 52 13 3 1419 0 51 130 51
split_gain=0.579209 0.181845 0.11185 0.143669 0.0787203 0.0723352 0.068328 0.0606958 0.0638185 0.0598091 0.102622 0.1113 0.0855049 0.0613978 0.0640017 0.0752429 0.0933467 0.0740913 0.0677942 0.0623434 0.0759854 0.059688 0.112741 0.0688001 0.0886436 0.0635961 0.0669098 0.0676064 0.0633173 0.062231
threshold=0.27287000000000006 0.14753000000000002 0.089770000000000016 0.079590000000000008 0.090070000000000025 0.25063000000000007 -0.083354999999999999 -0.052894999999999991 -0.0091949999999999983 -0.071919999999999984 -0.080364999999999978 -0.44023999999999991 0.084655000000000022 -0.085584999999999981 -0.10151999999999999 -0.085254999999999984 -0.081029999999999977 -0.015039999999999998 -0.008904999999999998 -0.073884999999999992 -0.036484999999999997 0.19444000000000003 0.070205000000000017 -0.14819499999999997 0.092670000000000016 0.086325000000000013 -0.080499999999999988 -0.12463499999999998 0.09567500000000001 -0.22411499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 6 -2 -4 8 -5 10 -8 -12 13 -11 18 -16 17 -17 -15 -18 -21 23 25 -1 29 26 -23 28 -28 -25
right_child=5 -3 3 7 -6 -7 9 -9 -10 12 11 -13 -14 14 15 16 19 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.012153444449650124 0.0036268312763617938 0.0027540277813670119 0.011789751301209133 0.00097182403318583964 0.01103051786348984 -0.0020604368803712231 0.015401606294326485 0.0002234738991530829 0.0082644278804461166 0.011692330528361102 0.0012702111509584246 0.010341549558736582 0.0030593146122151263 0.00589566734089277 0.010928529827936512 0.0068226403620263391 0.0058564411386557418 -0.0010624395199836446 0.00011867911338673107 0.010865446101678045 0.0049909678888657404 0.0021847637651231269 9.2363039342065667e-05 0.013680077902972699 0.0015733763063326479 0.011357449964535507 0.010262148980014995 0.0041831051156143743 0.0042828292909847651 0.0082009291771426834
leaf_weight=45 328 77 27 20 49 24 20 43 30 24 21 38 72 74 46 22 122 26 28 76 31 29 24 21 20 33 77 44 23 1607
leaf_count=45 328 77 27 20 49 24 20 43 30 24 21 38 72 74 46 22 122 26 28 76 31 29 24 21 20 33 77 44 23 1607
internal_value=0 0.00754564 0.00768269 0.00666338 0.00717035 0.00323906 0.00686868 0.00297827 0.00534739 0.00664724 0.00921121 0.00711277 0.00625846 0.00677146 0.00649357 0.00718318 0.00656121 0.00255156 0.00430983 0.00740166 0.00916349 0.00809031 0.00657877 0.00829566 0.00819032 0.00733447 0.00656708 0.00744963 0.00888691 0.00827161
internal_weight=0 2769 2692 769 676 352 627 93 50 600 79 59 521 449 425 323 277 48 102 229 107 1923 230 1693 1648 206 173 144 100 1628
internal_count=3121 2769 2692 769 676 352 627 93 50 600 79 59 521 449 425 323 277 48 102 229 107 1923 230 1693 1648 206 173 144 100 1628
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 2 1 150 1 2 16 49 2 15 52 2 1 47 2 52 15 3 13 3 4 0 1
split_gain=22.4832 3.64781 1.87477 1.46316 1.3728 1.20405 0.722236 0.714157 0.608123 0.513236 0.479632 0.421684 0.458684 0.393184 0.337361 0.328932 0.302286 0.293714 0.293296 0.245516 0.244423 0.232822 0.231676 0.230407 0.222166 0.282722 0.248618 0.209331 0.182807 0.178718
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099515000000000006 0.085505000000000012 0.062655000000000016 0.13501500000000002 0.077845000000000011 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 -0.042349999999999992 -0.054984999999999992 0.14960000000000004 1.0000000180025095e-35 0.12418000000000001 -0.0091949999999999983 0.076935000000000017 0.10648500000000001 0.088850000000000012 0.40674500000000008 -0.40580499999999992 0.0041950000000000008 -0.0087749999999999981 0.11658 -0.46376499999999993 -0.026509999999999995 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 20 7 15 11 10 -4 19 21 18 -8 -2 16 17 -6 -13 -7 24 22 -1 -17 25 -3 -26 -23 -10 -5
right_child=1 4 9 29 6 8 13 -9 28 -11 -12 12 -14 -15 -16 23 -18 -19 -20 -21 -22 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010995533326155387 0.0007380124486392112 0.00066116984694738145 0.00099796803370744234 0.00070917792027698847 0.00035250428682879857 0.00097423947730141617 0.00051325067900875518 0.0012567171552079134 0.00088147575470640485 0.00068449678912334961 0.00073990077123504343 0.0008085528288579658 0.00075828497681547607 0.00081957772228063324 0.00099742082060414621 0.00040580488267865348 0.00064141340979855823 0.00059920239729929054 0.0010392794516924217 0.0010916910745494032 0.00087669129465140546 0.0011843090809658707 0.00089598544300558737 0.00017373218564733513 0.00085764842018474987 0.00038433499465151058 0.0006285900370452274 0.001033381139120758 0.00063861989515214077 0.00052699679869094352
leaf_weight=935 23 37 28 47 96 296 49 76 22 71 29 23 28 24 119 29 24 23 268 89 20 38 22 38 29 23 49 503 26 37
leaf_count=935 23 37 28 47 96 296 49 76 22 71 29 23 28 24 119 29 24 23 268 89 20 38 22 38 29 23 49 503 26 37
internal_value=0 0.000631503 0.00103748 0.00083406 0.000527698 0.0010486 0.000445955 0.0010705 0.000958851 0.000773155 0.000983074 0.00106271 0.00099798 0.000613961 0.000955404 0.000387553 0.000440671 0.000400185 0.00102104 0.00100139 0.000674111 0.00107649 0.00109487 0.000274182 0.000644751 0.00055505 0.000713753 0.00104398 0.000749929 0.000628931
internal_weight=0 667 2454 226 441 2355 283 1893 462 99 414 1817 319 73 142 210 143 119 291 385 158 1498 957 67 138 60 78 541 48 84
internal_count=3121 667 2454 226 441 2355 283 1893 462 99 414 1817 319 73 142 210 143 119 291 385 158 1498 957 67 138 60 78 541 48 84
is_linear=0
shrinkage=0.00196078


Tree=5069
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 1 1 47 4 14 2 4 16 0 15 2 0 4 4 49 52 150 52 159 1 2 3 475 16 49
split_gain=29.7188 3.53129 3.02624 2.05595 1.80451 1.35783 0.929481 0.813558 0.788245 0.779906 0.60425 0.550133 0.496922 0.491835 0.541033 0.484589 0.412155 0.47919 0.324476 0.322199 0.31426 0.295755 0.284328 0.272355 0.232575 0.227079 0.217677 0.210793 0.242876 0.18112
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.11690500000000002 0.09253500000000002 0.085505000000000012 0.36766000000000004 0.076175000000000007 0.14122000000000004 0.033845000000000007 -0.061854999999999993 -0.11173999999999999 -0.097454999999999986 0.17025000000000004 -0.079119999999999982 -0.55119499999999988 -0.020529999999999996 -0.012034999999999999 -0.56176499999999996 0.081835000000000019 1.0000000180025095e-35 0.082585000000000006 0.083345000000000016 0.10882500000000002 -0.12711499999999995 -0.07550999999999998 -1.0000000180025095e-35 0.091860000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 19 23 -4 15 10 11 20 13 -9 14 -1 -7 -15 -18 -16 -2 -5 27 24 25 29 -3 -19 -22 -29 -13
right_child=1 5 6 8 -6 7 -8 12 -10 -11 -12 22 -14 16 18 -17 17 26 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011985956301368004 0.00071857179935071983 0.00082729073909360495 0.0010056964116387987 0.0011691425155569905 0.0005495462703573353 0.00037143314851873898 0.00061644813662946503 0.00043702354265096922 0.00066031919680513667 0.0012888283531629983 0.00074714683900426468 0.0010862652854407657 0.00076972139420128664 0.0011245693723994788 0.0010320956765714924 0.00013595705143855163 0.0013292805922915563 0.00089054543264105869 0.00072210177611624078 0.00099316622048794254 0.001118534813779112 0.00075365071255369337 0.0010920449789107208 0.00048568924081177718 0.00081982217223864359 0.00061811882185981877 0.0010522151624641669 0.0010294551712490315 0.0009196859842528209 0.00087137276051091209
leaf_weight=23 20 31 34 37 74 168 77 45 33 77 41 38 28 1175 21 42 23 35 34 92 45 21 58 34 48 56 376 156 154 25
leaf_count=23 20 31 34 37 74 168 77 45 33 77 41 38 28 1175 21 42 23 35 34 92 45 21 58 34 48 56 376 156 154 25
internal_value=0 0.00056358 0.00105226 0.00106678 0.000787146 0.000460652 0.000735677 0.000386322 0.000952914 0.00109546 0.000974182 0.00108744 0.000564634 0.00109813 0.000946066 0.000324338 0.0011055 0.00105386 0.000840463 0.000944132 0.000996721 0.000979754 0.000980784 0.000634497 0.000922647 0.000692651 0.00103845 0.000993129 0.000974925 0.00100099
internal_weight=0 590 2531 2420 186 404 111 283 487 1933 454 1856 73 1687 78 210 1609 434 55 112 413 376 169 121 111 87 411 355 310 63
internal_count=3121 590 2531 2420 186 404 111 283 487 1933 454 1856 73 1687 78 210 1609 434 55 112 413 376 169 121 111 87 411 355 310 63
is_linear=0
shrinkage=0.00196078


Tree=5070
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 45 4 1 14 48 3 1 3 15 3 3 3 2 2 159 11 4 52 47 52 42 2 0
split_gain=24.5052 3.82956 2.47055 2.26259 1.46915 1.41897 0.816034 0.666782 0.606067 0.598142 0.564758 0.529178 0.456333 0.430992 0.603807 0.277968 0.259419 0.313463 0.255436 0.241022 0.393771 0.239848 0.238812 0.217729 0.214191 0.211397 0.206072 0.195572 0.191069 0.187732
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13501500000000002 0.10783500000000001 0.40473500000000007 0.09253500000000002 0.062655000000000016 -0.015314999999999997 0.31370500000000007 0.080270000000000022 -0.12018999999999998 -0.41942499999999994 -0.14186499999999996 -0.10217499999999997 0.12745000000000004 0.13404500000000005 -1.0000000180025095e-35 0.082585000000000006 1.0000000180025095e-35 -0.0070899999999999991 0.26521500000000003 0.090100000000000013 0.092965000000000006 0.086665000000000006 0.089605000000000018 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 10 11 12 23 -5 13 -7 18 24 -15 -14 22 -18 19 20 -4 26 -13 -6 -1 -3 -19 -26 -16 -17
right_child=1 2 7 9 8 6 -8 -9 -10 -11 -12 16 15 14 28 29 17 21 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010872113168669609 0.0010213098446138543 0.00054384281579170698 0.00036704589820959988 0.000938397839734161 0.0011213101425758597 0.00073160196545501879 0.00071430492710955202 0.00074150234927796354 0.00062136426129761864 0.0006174359734691286 0.0012476073548546476 0.00089694522905583475 0.00037394777416074133 0.00074142607415910637 0.0010356489541556906 0.00027219849389940361 0.00077935539965146505 0.00093199949681802171 0.00059902367541213438 0.00031058198915607312 0.00065424367854720518 0.001082475138434332 0.0011391430538277545 0.00088339486192254453 0.00080388047823718941 0.0007140638701843493 0.0010121530972995875 0.0010689983333366504 0.00084004624436299002 6.758761438130236e-06
leaf_weight=938 72 187 50 34 21 32 48 21 30 65 62 20 39 30 480 21 30 270 30 64 29 83 72 50 20 33 227 23 20 20
leaf_count=938 72 187 50 34 21 32 48 21 30 65 62 20 39 30 480 21 30 270 30 64 29 83 72 50 20 33 227 23 20 20
internal_value=0 0.000594206 0.000542523 0.00101805 0.000659255 0.00103026 0.000961995 0.000405767 0.000855032 0.000727665 0.00106419 0.000978192 0.0003779 0.00105667 0.00101161 0.000255441 0.000989433 0.000974795 0.000434528 0.000400018 0.000472473 0.000984904 0.00108649 0.000953764 0.00108101 0.000569376 0.000968609 0.000945688 0.00102782 0.000142716
internal_weight=0 667 595 2454 321 2355 782 274 101 99 1573 734 253 1511 530 80 702 610 173 143 79 580 92 71 981 220 497 43 500 41
internal_count=3121 667 595 2454 321 2355 782 274 101 99 1573 734 253 1511 530 80 702 610 173 143 79 580 92 71 981 220 497 43 500 41
is_linear=0
shrinkage=0.00196078


Tree=5071
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 1 47 2 1 12 52 1 2 4 10 15 16 151 42 48 131 47 3 4 16
split_gain=24.5405 4.29061 2.65026 2.03238 1.60144 1.38845 0.929757 0.786546 0.759629 0.679241 0.625843 0.611958 0.599997 0.369451 0.329936 0.291311 0.303453 0.390394 0.273014 0.238712 0.232891 0.223879 0.206312 0.198455 0.198216 0.185799 0.181718 0.241789 0.181187 0.196642
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.17025000000000004 0.11474000000000002 0.077845000000000011 0.13082500000000002 0.089885000000000007 0.086920000000000011 0.11472500000000001 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.0067750000000000006 -0.38124499999999995 0.094035000000000007 0.058835000000000005 -0.088784999999999989 0.084755000000000011 0.083685000000000009 0.09031500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.038415000000000012 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 22 6 7 12 11 23 -5 14 13 -1 21 -14 28 -18 -15 -10 -9 -4 -3 -6 -12 -2 27 -24 -17 -30
right_child=1 2 8 10 9 -7 -8 20 19 -11 24 -13 15 18 -16 16 17 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00094416062951978622 0.0009682582120999672 0.00056127227696717947 0.00020884907041494915 0.00084669393192486262 0.0006948468514977646 0.00056304257268731297 0.00049885972776514962 0.0011731391272055372 0.00015769508232780428 0.00044764563761550373 0.00035487279688537702 0.00055495770504640767 0.0010132017550922886 0.00089002490151396472 0.00051065050028994974 0.00087688440702795233 0.00050597108498800039 0.00083116011712334895 0.0007193414556483427 -0.00011227105899403493 0.00096173957178387977 0.0003890128416660564 0.00030565596239957388 0.0008923734294774096 0.00057730473649322421 0.00075968848967474271 0.00055546467107928305 0.00045624344937279804 0.00086404601061149718 0.00073930512441559805
leaf_weight=930 52 40 135 28 33 48 22 51 34 26 24 35 43 363 20 547 22 40 40 20 33 33 81 48 43 24 27 83 107 89
leaf_count=930 52 40 135 28 33 48 22 51 34 26 24 35 43 363 20 547 22 40 40 20 33 33 81 48 43 24 27 83 107 89
internal_value=0 0.000462871 0.000408556 0.000881643 0.000525081 0.00089308 0.000900007 0.000903904 0.000266371 0.000723389 0.00060051 0.000316899 0.000896733 0.000922672 0.00027258 0.000855958 0.000847559 0.00071577 0.000873084 5.77076e-05 0.00109009 0.000244238 0.000433224 0.0008119 0.000497628 0.000902394 0.000406408 0.000381868 0.000858556 0.000807403
internal_weight=0 691 615 2430 338 2335 2287 2265 277 107 95 223 2181 1333 188 848 805 62 403 54 84 168 231 81 67 76 191 164 743 196
internal_count=3121 691 615 2430 338 2335 2287 2265 277 107 95 223 2181 1333 188 848 805 62 403 54 84 168 231 81 67 76 191 164 743 196
is_linear=0
shrinkage=0.00196078


Tree=5072
num_leaves=31
num_cat=0
split_feature=1 3 4 3 3 2 2 3 15 12 14 0 11 156 3 0 4 0 42 13 39 4 160 1 133 1 2 3 2 16
split_gain=0.94893 0.241173 0.127552 0.113089 0.119719 0.109138 0.0929253 0.0877635 0.0812467 0.077976 0.0778623 0.0743793 0.07392 0.107768 0.0717357 0.0700477 0.072928 0.147092 0.0680955 0.117008 0.0999279 0.0677744 0.0676012 0.081605 0.114194 0.0662092 0.183082 0.0830887 0.0646975 0.0620863
threshold=0.10312500000000001 -0.063814999999999997 0.40124500000000002 0.31370500000000007 0.076840000000000006 0.095545000000000005 0.11474000000000002 0.11658 -0.41942499999999994 -0.42850999999999995 0.076975000000000002 -0.20211999999999997 0.084110000000000004 0.11969000000000002 0.149315 0.18019500000000002 -0.39518999999999993 0.034820000000000011 -0.027559999999999998 -0.0075049999999999987 0.096625000000000016 0.0082450000000000006 0.0030550000000000004 0.093575000000000019 0.089405000000000012 0.077565000000000009 0.089885000000000007 -0.12711499999999995 0.15950500000000004 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 18 10 8 -6 -2 -5 25 -9 -10 -14 -13 16 29 22 -3 20 -20 -16 -18 24 -24 -1 27 -27 -11 -7
right_child=1 3 -4 9 7 15 -8 11 12 28 -12 14 13 -15 21 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010766706287120028 0.0038014438091999014 0.0081842585664355406 0.0024193298082206063 0.0054756342819226641 0.011356254205615684 0.01684580631321296 0.0053367776209155898 0.0022767912929079364 0.0089975257927483506 0.0017996610191640566 0.013709068525103774 0.012644505755319682 0.018429559919362268 0.0088504758299044941 0.002046636313995502 0.0032311173510693372 0.0083835100499947829 0.0013674696728300591 0.0065270306470338255 -0.00074888574539349901 0.00097625613755856957 0.0098256357812455727 0.014702306793474441 0.0053747875771174829 0.0078961043929060299 0.0039048924428326166 0.0026401738730586462 0.010184173721764819 -0.0047937142324041239 0.010253354970365764
leaf_weight=1138 21 33 22 35 44 20 70 35 109 46 71 22 24 23 24 21 357 26 100 53 48 21 67 21 39 22 37 500 22 50
leaf_count=1138 21 33 22 35 44 20 70 35 109 46 71 22 24 23 24 21 357 26 100 53 48 21 67 21 39 22 37 500 22 50
internal_value=0 0.00587935 0.00999855 0.00457955 0.00537619 0.0100689 0.00842107 0.00762329 0.00964085 0.00164048 0.0104647 0.00601298 0.0104269 0.0137419 0.00796473 0.00890479 0.00911021 0.00869479 0.00397416 0.00328295 0.00472678 0.00567684 0.0090884 0.0110699 0.0121981 0.0103289 0.00943771 0.00991953 -0.00033349 0.0121369
internal_weight=0 730 2391 483 380 2369 247 146 177 103 1768 102 156 47 67 601 580 510 234 201 148 45 484 127 106 1697 559 522 68 70
internal_count=3121 730 2391 483 380 2369 247 146 177 103 1768 102 156 47 67 601 580 510 234 201 148 45 484 127 106 1697 559 522 68 70
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 4 2 1 2 49 2 475 4 1 12 4 40 157 50 157 1 16 2 16 1
split_gain=27.303 3.23913 2.90828 1.84823 1.84188 1.26143 0.9154 0.928552 0.850964 0.727445 0.649345 0.732195 0.525924 0.446188 0.422666 0.397344 0.350009 0.315846 0.322667 0.274374 0.399994 0.247835 0.235625 0.234929 0.232155 0.355177 0.225739 0.198204 0.190692 0.184627
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.09253500000000002 0.36766000000000004 0.14960000000000004 0.089770000000000016 -1.0000000180025095e-35 -0.012034999999999999 0.090050000000000005 -0.066784999999999983 -0.04890499999999999 0.13436000000000001 0.09141500000000001 -0.51843499999999987 -0.077714999999999992 -0.069619999999999987 0.041865000000000006 -0.23223999999999997 0.10124500000000002 -1.0000000180025095e-35 0.31358000000000003 0.19444000000000003 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 6 21 -8 12 -4 11 16 19 -14 -2 -15 -6 -9 -19 20 -1 -3 -21 27 -18 26 -26 -7 -24 -5
right_child=1 5 9 29 10 23 7 17 -10 -11 -12 -13 13 15 -16 -17 24 18 -20 22 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013825627146770185 0.00070379659204798585 0.00049642851870997453 0.00098606903608695028 0.00063065881654620173 0.001131730231068676 0.00031294574479829207 0.00088346989757540507 0.0007904498388662057 0.0013009084828306101 0.00064171391224091608 0.00069843573950616211 0.00066382092787908061 0.00080456113353132572 0.001068905492412687 0.0010183022113775758 0.00084430335353815017 0.0011300756467156718 0.00056898183848698306 0.0003293880440800789 0.00085650624430814038 0.0011156425624332395 0.00029018191616712869 0.0010865051020055218 0.00047032364540100605 0.0010326579360162718 0.00074665792280985291 0.00092456884969177643 9.6860226529826911e-05 0.00092709027139433462 0.00042143900524155281
leaf_weight=22 20 42 34 50 68 51 42 20 77 77 33 26 33 277 92 34 35 128 26 21 1144 48 293 23 157 27 141 24 32 24
leaf_count=22 20 42 34 50 68 51 42 20 77 77 33 26 33 277 92 34 35 128 26 21 1144 48 293 23 157 27 141 24 32 24
internal_value=0 0.000589147 0.00105754 0.000803265 0.00107177 0.000490568 0.000552573 0.000621799 0.00109893 0.000747192 0.000964003 0.000983306 0.00109055 0.00102135 0.00096214 0.00104435 0.00100271 0.000558637 0.000528531 0.00110629 0.00112068 0.00038643 0.0010578 0.000296962 0.000978344 0.000962004 0.000981515 0.000243798 0.00107081 0.000562804
internal_weight=0 590 2531 186 2420 404 306 216 1933 111 487 454 1856 344 112 311 428 174 154 1512 1166 90 346 98 360 325 298 75 325 74
internal_count=3121 590 2531 186 2420 404 306 216 1933 111 487 454 1856 344 112 311 428 174 154 1512 1166 90 346 98 360 325 298 75 325 74
is_linear=0
shrinkage=0.00196078


Tree=5074
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 133 52 1 47 16 1 2 133 4 48 12 13 16 13 1 0 4 43
split_gain=21.0296 3.57439 2.23326 1.86607 1.57281 1.15486 0.784221 0.721893 0.624075 0.599257 0.540008 0.406014 0.297283 0.294258 0.279231 0.246991 0.713715 0.238887 0.348222 0.233225 0.293053 0.307898 0.217812 0.213009 0.222828 0.207418 0.20213 0.174879 0.183616 0.202282
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.13082500000000002 0.089200000000000015 -0.56176499999999996 0.091195000000000012 0.10019500000000002 -0.29154999999999992 0.089770000000000016 0.097845000000000015 -1.0000000180025095e-35 0.061775000000000004 0.081805000000000017 0.096475000000000019 -1.0000000180025095e-35 -0.5315899999999999 -0.079299999999999995 0.16175000000000003 0.18019500000000002 0.0052350000000000009 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 8 22 10 -5 14 26 15 -12 -1 19 -17 27 -19 -3 21 -21 -6 -22 -25 -14 -4 28 29 -15
right_child=1 2 11 9 7 -7 -8 -9 -10 -11 13 -13 25 17 -16 16 -18 18 -20 20 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00096336141616003485 0.00092530991955130709 0.00030601349442738109 0.00028509164336661585 0.00088331835495741092 0.000972113919024374 0.00062176703796508947 0.00056066626140021075 0.00051510873981112351 0.0010985058940160954 0.00054174671061326101 0.0010456278451327261 0.00054297345150418645 0.00046925583235175113 0.00093377481478766698 0.00088634684409833928 0.00039354693094756512 0.00090533528549998417 0.00056407474306762329 0.00087119776719048918 0.00025309770254064364 0.00047866321265703829 0.0004919188347273126 0.00076399222346925711 0.00054273514716886664 0.00080537121577818778 0.00020241976120802908 9.8272300776454006e-05 0.00070803931603829074 0.00084902195407875593 0.0008274968428382799
leaf_weight=1117 76 28 127 28 29 48 22 40 84 67 43 21 21 404 216 22 20 22 40 29 46 73 58 27 23 24 27 20 236 83
leaf_count=1117 76 28 127 28 29 48 22 40 84 67 43 21 21 404 216 22 20 22 40 29 46 73 58 27 23 24 27 20 236 83
internal_value=0 0.000524146 0.000474571 0.000911805 0.000549088 0.000922765 0.000929082 0.000733128 0.000932661 0.00064242 0.000926273 0.000287214 0.000474413 0.000887591 0.000950882 0.000499175 0.000637256 0.000879149 0.000762219 0.000473514 0.000497201 0.000424019 0.000833366 0.000574957 0.000663548 0.000326943 0.000252338 0.000888906 0.000893909 0.000915662
internal_weight=0 691 615 2430 440 2335 2287 127 2265 95 2181 175 313 848 1333 268 42 805 62 226 198 102 87 96 50 45 154 743 723 487
internal_count=3121 691 615 2430 440 2335 2287 127 2265 95 2181 175 313 848 1333 268 42 805 62 226 198 102 87 96 50 45 154 743 723 487
is_linear=0
shrinkage=0.00196078


Tree=5075
num_leaves=31
num_cat=0
split_feature=1 52 3 4 52 48 2 43 43 132 42 42 158 52 3 2 1 12 131 52 13 51 3 151 2 0 0 13 3 12
split_gain=1.02621 0.24988 0.151635 0.122704 0.109665 0.110482 0.108429 0.0925262 0.117991 0.10618 0.0850462 0.107386 0.0878008 0.0899392 0.157606 0.116785 0.092576 0.0791906 0.0755302 0.0682393 0.0633784 0.0821941 0.0628089 0.059237 0.0658192 0.0824424 0.0694192 0.0588877 0.0580441 0.0572691
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.19022000000000003 0.15068000000000001 0.092120000000000021 -0.24021999999999996 -0.03898999999999999 -1.0000000180025095e-35 0.075730000000000006 0.086325000000000013 0.07968500000000002 -0.56368999999999991 -0.10831999999999999 0.10527500000000002 0.089770000000000016 0.11734000000000001 0.095715000000000008 0.048770000000000008 -0.0079349999999999993 0.086310000000000012 -0.090569999999999984 0.077805000000000013 0.11411 -0.033209999999999996 -0.13843999999999998 -0.0075049999999999987 -0.028564999999999997 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 7 -1 -3 18 -10 12 -12 13 -8 15 -15 -16 22 20 -4 21 -9 -13 24 25 26 -11 -26 -22 -24
right_child=1 2 19 -5 -6 -7 10 8 9 23 11 17 -14 14 16 -17 -18 -19 -20 -21 28 -23 29 -25 27 -27 -28 -29 -30 -31
leaf_value=0.010965966542516635 0.011066177830475176 0.011845971486065539 0.00011723944107475489 0.0029823311308229514 0.010068275031423378 -0.0013239681847732176 0.01401563664979261 0.0033320940702337674 0.00056241711634876467 0.0083045191773694123 0.016244263117832523 0.014612829765038832 0.012328942293599952 0.0068588063009083272 0.0091732763621613991 -0.003131095391952179 0.0040918858200755153 0.0057284635265131261 0.0086449448120159405 0.0055908259504255566 0.0032074517905130054 0.010013019658667459 0.0092947772697202693 0.013066119771628155 0.0027891963913400726 0.0040383076050784436 0.015311156012690987 0.0079749624660991614 -0.0032982238995221758 0.012578106885382407
leaf_weight=1574 90 25 69 22 62 22 23 113 21 31 31 35 53 25 245 22 42 37 30 34 32 22 211 21 41 20 26 47 24 71
leaf_count=1574 90 25 69 22 62 22 23 113 21 31 31 35 53 25 245 22 42 37 30 34 32 22 211 21 41 20 26 47 24 71
internal_value=0 0.00613248 0.00543867 0.0104161 0.0061128 0.00559651 0.0104852 0.0059326 0.00558719 0.00730278 0.00953322 0.0106006 0.00853096 0.00796711 0.00755059 0.00218268 0.00842966 0.0101063 0.00398028 0.00192405 0.00324761 0.00442084 0.0106173 0.00806379 0.00742713 0.00956229 0.0115005 0.00555887 0.000419305 0.0101214
internal_weight=0 730 640 2391 537 475 2369 453 428 207 795 385 410 357 334 47 287 354 221 103 191 135 317 186 165 77 57 88 56 282
internal_count=3121 730 640 2391 537 475 2369 453 428 207 795 385 410 357 334 47 287 354 221 103 191 135 317 186 165 77 57 88 56 282
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=31
num_cat=0
split_feature=1 12 44 4 157 1 157 12 51 1 4 43 16 16 0 16 10 2 10 14 4 3 43 0 3 15 16 3 4 0
split_gain=0.848164 0.208045 0.119943 0.136924 0.114795 0.122071 0.103832 0.0934469 0.0850932 0.104822 0.0797536 0.076319 0.067421 0.0690748 0.0685151 0.0662406 0.0645152 0.0937984 0.159514 0.0654327 0.130469 0.0894865 0.0609341 0.107235 0.0987023 0.0791788 0.0675421 0.0763088 0.0607251 0.0604623
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 -0.078969999999999985 0.095950000000000021 -0.08237499999999999 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 0.053180000000000012 -0.11720999999999999 -0.034884999999999992 -0.36241499999999999 -0.084804999999999978 0.23311500000000004 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51164000000000009 0.149315 0.054355000000000007 -0.10836499999999999 -0.10115999999999999 -0.11033999999999998 -0.45661999999999997 -0.072624999999999981 0.51164000000000009 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 12 -5 -1 -2 16 29 -7 13 -6 -14 -9 17 18 -10 20 21 -19 24 -24 25 -12 -26 -28 -18 -3
right_child=8 10 -4 4 5 11 -8 15 9 -11 22 -13 14 -15 -16 -17 28 19 -20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0043502059020102029 0.0096982488757930696 0.010403732279917095 0.013729188623256051 0.0060842261649668222 0.012003655708394945 0.011202139686793089 -0.003426793420856649 0.016249271288514135 0.002840420458879736 -0.0033062653133778702 0.0068235150751813009 0.0047304812235482293 0.014413432727700898 0.0058687644758416962 0.0077088300759593654 0.009965593159637031 -0.0034427188558592684 0.013782609584317965 0.012129481651477125 0.0021738907690646491 0.00013891168249150117 0.0045403730671387168 0.016541654257369892 0.0075947873810356531 0.011447256635680485 -0.0016959091924945826 0.0081084265878286852 0.0015394983596966737 0.003851574589964003 0.0092647980264516702
leaf_weight=20 24 803 28 24 24 20 22 25 36 21 24 205 35 78 27 51 21 22 38 134 24 20 21 37 48 20 112 21 25 1111
leaf_count=20 24 803 28 24 24 20 22 25 36 21 24 205 35 78 27 51 21 22 38 134 24 20 21 37 48 20 112 21 25 1111
internal_value=0 0.00907269 0.00735024 0.00701387 0.0062595 0.00681813 0.00153548 0.0104321 0.00394289 0.00353782 0.00951095 0.00530574 0.00889305 0.00731227 0.0114937 0.0120326 0.00398696 0.00456874 0.00761048 0.0034433 0.00602059 0.00938154 0.00794406 0.0108342 0.00719906 0.00295105 0.00823172 0.00707123 0.000521571 0.00974263
internal_weight=0 2756 559 531 435 389 46 96 365 341 2197 225 164 102 62 76 320 274 74 200 66 42 283 58 225 44 181 133 46 1914
internal_count=3121 2756 559 531 435 389 46 96 365 341 2197 225 164 102 62 76 320 274 74 200 66 42 283 58 225 44 181 133 46 1914
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 2 4 3 52 1 0 43 4 1 1 150 0 2 4 16 11 49 1 1
split_gain=30.0327 3.78351 3.33169 2.20516 1.71719 1.52663 1.47775 1.11865 1.07215 0.772821 0.753619 0.75159 0.532642 0.474066 0.468846 0.431235 0.369016 0.356774 0.470967 0.344506 0.344076 0.800882 0.367114 0.31136 0.302155 0.307971 0.298705 0.293942 0.291912 0.284103
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.11474000000000002 0.14122000000000004 0.14285500000000004 -1.0000000180025095e-35 0.076175000000000007 0.10803500000000001 0.09253500000000002 0.089885000000000007 -0.008819999999999998 -0.14477499999999996 -0.56176499999999996 0.091195000000000012 -0.019414999999999998 -0.079734999999999986 -0.033174999999999989 0.12958500000000003 0.089770000000000016 0.076925000000000007 0.18019500000000002 -1.0000000180025095e-35 0.0052350000000000009 -0.12029499999999999 0.086595000000000019 -0.054319999999999993 0.11654500000000001 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 12 8 7 -3 11 19 -4 15 -2 -6 -13 -1 -14 -11 -19 -9 22 26 24 -17 -16 -26 -22 -12 -20 -8
right_child=1 6 10 -5 13 -7 29 9 -10 17 27 14 16 -15 20 23 -18 18 28 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011625116791642398 0.0011518490052518041 0.00038861207274693693 0.0010063339475941905 0.00068060494553549356 0.00070588247734753359 0.00074367212770317 0.00035282671458162937 0.0010574290352921647 0.0013441952191400606 0.00036335369788002278 0.00077235448046350009 0.001252092796478102 0.00096507342433947414 0.00036233605027757745 0.0011111306930957729 0.00085364695565373291 0.00065167104934944818 0.0008975064665440863 0.00067570799829833885 0.00070185813249326221 0.00094737754112073015 0.00060167107630667151 0.0008137370499910093 0.0010937318350557924 0.0011078890039311257 0.00096663357194314817 0.0012082505665486846 0.00052987506310097677 0.0004798195302483901 9.9548208853360309e-05
leaf_weight=1118 44 90 34 45 47 41 90 22 83 23 40 53 52 23 488 23 20 21 59 20 45 20 20 214 103 140 27 37 58 21
leaf_count=1118 44 90 34 45 47 41 90 22 83 23 40 53 52 23 488 23 20 21 59 20 45 20 20 214 103 140 27 37 58 21
internal_value=0 0.000604119 0.00109537 0.0011106 0.000835531 0.00111875 0.000497578 0.000570569 0.00112534 0.00065124 0.000763197 0.00111727 0.000981884 0.000593003 0.00107321 0.00114641 0.000878017 0.000589448 0.00062713 0.00088811 0.00106196 0.000948785 0.00107583 0.00107043 0.001083 0.00102651 0.0010452 0.000655838 0.000578601 0.000304909
internal_weight=0 590 2531 2420 186 2375 404 293 2334 203 111 2251 116 70 896 1355 72 161 138 42 843 92 751 237 731 243 72 77 117 111
internal_count=3121 590 2531 2420 186 2375 404 293 2334 203 111 2251 116 70 896 1355 72 161 138 42 843 92 751 237 731 243 72 77 117 111
is_linear=0
shrinkage=0.00196078


Tree=5078
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 4 2 14 1 49 1 2 3 150 4 4 1 4 1 0 159 2 1 3 2 49 133 51 47
split_gain=60.9239 10.4203 4.89312 4.59351 3.26503 2.65778 1.7218 1.48208 1.45961 1.1447 1.00154 0.904836 1.51918 0.883115 0.740996 0.698394 0.655482 0.625894 0.580155 0.954446 0.817847 0.573812 0.740481 0.447618 0.424707 0.380953 0.360762 0.333614 0.326645 0.305477
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.12337000000000002 0.095545000000000005 -0.064804999999999988 0.13501500000000002 0.062655000000000016 0.077845000000000011 -0.054984999999999992 0.080270000000000022 0.089775000000000008 -0.12711499999999995 0.083340000000000011 0.40945500000000007 0.071150000000000005 0.16175000000000003 -0.013125 0.093100000000000002 0.14486500000000005 0.076905000000000015 0.11474000000000002 0.13075500000000004 -0.14847999999999997 0.092365000000000017 -0.052259999999999994 -1.0000000180025095e-35 0.11144500000000002 0.11518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 14 8 -6 18 11 -5 -2 25 13 -13 21 16 -8 -17 20 -20 24 22 -3 27 -7 28 -16 -4 -1 -12
right_child=1 4 23 9 6 7 15 -9 -10 -11 29 12 -14 -15 26 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015146666122693643 0.0009380593321325517 0.001085381650825125 0.00061344699303282559 0.0013293579043377013 0.00090345205320536992 0.001604793926951094 0.00033290732025741023 0.00099236432392929303 0.0017521662546806976 0.00085727259667166711 0.0014364808466699388 0.0010458088928527133 0.00095204008581424625 0.0014390471736230276 0.00069924698719781432 0.00034546263648541634 0.00070212549281040333 -8.8666780881158117e-06 0.0013266733673511228 0.0009488208268525393 0.0011112689401702289 0.00066766484670420696 0.00071923842867549395 0.00049041544598545518 0.0014077839336684923 0.0014016199306198446 0.0004181967885324768 0.00091542358701704972 0.0013101691284713528 0.0012248401469380752
leaf_weight=960 24 54 22 28 26 53 36 48 70 67 90 23 28 484 59 115 38 23 226 29 31 44 35 24 204 148 25 39 31 37
leaf_count=960 24 54 22 28 26 53 36 48 70 67 90 23 28 484 59 115 38 23 226 29 31 44 35 24 204 148 25 39 31 37
internal_value=0 0.000759239 0.00109357 0.00141906 0.000585827 0.00143626 0.000427225 0.00132262 0.00147477 0.000996414 0.0013054 0.00146317 0.00139665 0.00142121 0.000759777 0.000368819 0.000522506 0.000286408 0.00135181 0.0012837 0.00141212 0.000850836 0.000941393 0.000717263 0.00144841 0.00149441 0.000615601 0.000806514 0.00150827 0.00137482
internal_weight=0 691 236 2430 455 2335 238 591 1744 95 151 1674 535 507 217 212 74 138 543 255 288 133 89 85 257 1139 84 61 991 127
internal_count=3121 691 236 2430 455 2335 238 591 1744 95 151 1674 535 507 217 212 74 138 543 255 288 133 89 85 257 1139 84 61 991 127
is_linear=0
shrinkage=0.00196078


Tree=5079
num_leaves=31
num_cat=0
split_feature=1 12 1 3 2 151 2 12 12 39 2 15 51 4 42 14 52 16 1 132 4 3 149 43 1 4 133 0 403 0
split_gain=1.03485 0.264724 0.145452 0.0945791 0.0937976 0.108981 0.116211 0.093625 0.0888943 0.0767084 0.084033 0.0763728 0.0687976 0.0676328 0.0669617 0.0662968 0.0659729 0.0592271 0.0677205 0.0582427 0.0595631 0.064853 0.0569595 0.0643329 0.215503 0.067218 0.0668761 0.101229 0.0795562 0.0867869
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.31370500000000007 0.11362000000000001 0.050660000000000004 0.073895000000000002 -0.42850999999999995 0.099815000000000015 0.08456000000000001 0.094835000000000017 -0.077844999999999984 -0.40274499999999996 -0.034939999999999992 -0.069529999999999995 -0.46166999999999997 0.12354000000000001 -0.14771999999999999 0.081315000000000012 0.019705000000000004 0.23246000000000003 -0.11255999999999998 0.079625000000000015 -0.15879999999999997 0.077565000000000009 -0.51253999999999988 -0.14757499999999998 -0.081784999999999983 0.10114000000000002 -0.08841499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 11 -5 22 17 -11 -1 -2 -14 -10 -15 -4 -8 -19 20 21 -16 23 24 -3 -25 27 28 29 -27
right_child=3 8 16 7 -6 -7 9 -9 14 10 -12 -13 13 15 19 -17 -18 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.010080802497332512 0.010391956226279338 0.011268156157949797 0.0056227633322677804 0.0056815026656669735 0.004198749339388263 0.0028504828317090871 0.016797166102780745 -0.00097097940778699673 0.011191536926263427 0.012772528204091249 0.0044663499735681155 0.0020168335371029875 0.0086741269296525345 0.008825868416505938 0.014683910636231305 0.0034366168786477756 0.011501304466011268 0.015061564617125052 0.0103530202139934 0.0037390777912850569 0.0040086945436390428 0.0086972734841861236 0.014740336699307794 0.016609829552471641 -0.00073448787665083301 0.013928233980501104 0.010572176227887505 0.0086357934017562196 0.010473020723423897 0.021169992645635554
leaf_weight=23 24 52 210 34 31 20 26 56 108 21 29 24 38 26 20 187 21 42 112 26 24 190 36 20 21 59 1534 45 39 23
leaf_count=23 24 52 210 34 31 20 26 56 108 21 29 24 38 26 20 187 21 42 112 26 24 190 36 20 21 59 1534 45 39 23
internal_value=0 0.0100223 0.00807932 0.004356 0.00943302 0.00997936 0.0104941 0.00154218 0.0105167 0.01142 0.00795494 0.00596303 0.00527689 0.0047878 0.00909856 0.00409446 0.00615718 0.0123825 0.0116372 0.00822917 0.00872807 0.00926743 0.010802 0.0107229 0.00781534 0.0108463 0.0107785 0.0126851 0.0141911 0.0159595
internal_weight=0 2756 559 365 328 297 277 90 2197 230 50 47 275 251 368 213 231 180 154 260 234 210 1829 1793 73 1720 1700 166 121 82
internal_count=3121 2756 559 365 328 297 277 90 2197 230 50 47 275 251 368 213 231 180 154 260 234 210 1829 1793 73 1720 1700 166 121 82
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 1 150 2 1 2 2 49 475 39 3 1 4 12 4 50 0 1 1 15 48 1
split_gain=29.1353 3.52393 3.1368 2.24612 1.62538 1.25008 1.00332 0.960373 0.943963 0.803948 0.772105 0.898911 0.524865 0.418206 0.482444 0.396462 0.375016 0.297034 0.287347 0.277724 0.270726 0.269544 0.327958 0.267282 0.262287 0.254437 0.252203 0.232025 0.287751 0.218309
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.077845000000000011 1.0000000180025095e-35 0.13501500000000002 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 -0.012034999999999999 -0.07550999999999998 0.096625000000000016 0.10732000000000001 0.12000500000000001 -0.033174999999999989 0.088245000000000004 -0.51253999999999988 0.086295000000000011 -0.026509999999999995 0.12958500000000003 0.10312500000000001 -0.41396999999999995 0.087310000000000013 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 15 7 12 19 25 -4 11 16 21 14 -14 -2 -5 20 -18 -3 -10 22 -1 27 -13 -9 -12 -7 -29 -6
right_child=1 5 9 10 29 23 -8 8 17 -11 26 24 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001397420761047625 0.00071404342557869699 0.0005682722778741294 0.0010407775630052684 0.0011636725791236934 0.00066354751762221843 0.00038371651757671855 0.0013398697919933006 0.0010382848574303476 0.00080073020568718466 0.00065655104324006876 0.00087437718466661671 0.00089558153720356777 0.00081422989523496827 0.00083298361204471605 0.0010882622983868337 0.0010186441498352032 0.0010151074025008409 0.00038301070687374284 0.00078322726788261567 0.00032196325906820757 0.00056245781796687212 0.0010958164391459565 0.0011434641552714143 0.00050010541430138555 0.00060202884849380051 0.00073270956529121781 0.0005739643333111217 4.3897129300491317e-05 0.00033648437030006238 0.00043604263025366402
leaf_weight=20 20 24 28 64 50 36 77 22 22 83 21 22 27 33 290 92 311 29 22 66 110 616 870 23 25 20 22 28 24 24
leaf_count=20 20 24 28 64 50 36 77 22 22 83 21 22 27 33 290 92 311 29 22 66 110 616 870 23 25 20 22 28 24 24
internal_value=0 0.000591928 0.00107578 0.00109057 0.000815261 0.000489107 0.00112055 0.00055624 0.000630986 0.000753473 0.000971555 0.000995851 0.00111145 0.00104305 0.00106492 0.000964251 0.00102621 0.000562694 0.000999788 0.000387646 0.00060217 0.00112735 0.00114917 0.000311901 0.000739436 0.000892773 0.000720678 0.000262711 0.000178937 0.000589762
internal_weight=0 590 2531 2420 186 404 1933 293 203 111 487 444 1856 350 317 112 397 161 333 90 132 1506 890 111 47 42 43 88 52 74
internal_count=3121 590 2531 2420 186 404 1933 293 203 111 487 444 1856 350 317 112 397 161 333 90 132 1506 890 111 47 42 43 88 52 74
is_linear=0
shrinkage=0.00196078


Tree=5081
num_leaves=31
num_cat=0
split_feature=1 3 1 46 0 402 124 0 4 14 13 0 15 0 2 16 133 12 4 150 4 43 13 42 150 43 16 16 2 133
split_gain=0.98318 0.238449 0.120323 0.140882 0.118973 0.103907 0.0972082 0.0864879 0.0786255 0.0777198 0.0763029 0.0924208 0.151074 0.144198 0.232285 0.104148 0.0864956 0.21579 0.0857066 0.095142 0.077879 0.121646 0.0792391 0.0739 0.0806618 0.0878361 0.0773059 0.223487 0.0802474 0.0739021
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.22582000000000002 0.086055000000000006 -0.076779999999999987 1.0000000180025095e-35 0.038415000000000012 0.062655000000000016 0.038215000000000006 -0.10474999999999998 -0.095869999999999983 -0.14226499999999997 0.092235000000000025 -0.034884999999999992 -0.0081349999999999981 0.094070000000000015 0.0033150000000000007 0.084495000000000015 -0.37944499999999992 -0.11008499999999999 0.065590000000000009 0.089625000000000024 -0.013494999999999998 -0.14035499999999998 0.013515000000000001 0.083160000000000026 0.088850000000000012 -0.14643999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 6 8 -1 -4 -2 10 11 12 -8 15 -15 -14 17 -12 23 -20 -18 -22 -23 24 -13 -26 -27 -28 -29 -25
right_child=1 2 7 -5 -6 -7 9 -9 -10 -11 16 18 13 14 -16 -17 20 -19 19 -21 21 22 -24 29 25 26 27 28 -30 -31
leaf_value=0.0069934594143769187 0.011237257930224587 0.0049478260200026877 0.0031640829647438147 0.01357264680787921 0.0026206437941818012 0.0017218690893579542 0.011261777012291682 -0.0037441849883180114 0.0074385380206559411 0.013275839918676544 -0.0020654340197021766 0.016768181155849663 0.0052266882474214073 -0.0062609268308040644 0.0084426670843227355 0.013941124488095133 0.014112256176304072 0.010245803248336805 0.0083517150011632266 0.015381965928134464 0.010428812359441509 0.0095048780774786359 0.0015994922068784945 0.015193275664933026 0.015322066701948642 0.011431094893796975 0.00092621845376145628 0.014496291039977223 0.0092327872647521344 0.0094780764501553646
leaf_weight=92 96 357 74 20 21 21 91 24 126 85 24 27 32 21 22 24 32 35 231 21 128 21 32 24 50 822 28 40 105 395
leaf_count=92 96 357 74 20 21 21 91 24 126 85 24 27 32 21 22 24 32 35 231 21 128 21 32 24 50 822 28 40 105 395
internal_value=0 0.00589735 0.00459391 0.00540538 0.0101146 0.00844523 0.0101806 0.00147226 0.00908123 0.0103087 0.0101943 0.010415 0.00832064 0.00561717 0.00126184 0.00896145 0.0086261 0.00523784 0.0106432 0.00893757 0.00956463 0.00876063 0.00473181 0.0109315 0.0113717 0.0112322 0.0110267 0.00910537 0.0106848 0.00980544
internal_weight=0 718 475 377 2403 243 2382 98 222 2290 2205 1933 190 99 43 56 272 59 1743 252 213 181 53 1491 1072 1045 995 173 145 419
internal_count=3121 718 475 377 2403 243 2382 98 222 2290 2205 1933 190 99 43 56 272 59 1743 252 213 181 53 1491 1072 1045 995 173 145 419
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 4 49 1 52 1 2 1 40 50 15 1 12 2 1 133 475 484 1420
split_gain=27.7432 4.57885 2.58082 1.89309 1.51091 1.47519 1.25999 0.968604 0.903248 0.841123 0.750769 0.685981 0.485706 0.463053 0.349851 0.309775 0.304646 0.69149 0.299885 0.292058 0.290094 0.235049 0.227896 0.224064 0.219701 0.219035 0.20988 0.166134 0.259817 0.190811
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.090425000000000019 -0.15289999999999995 -0.054984999999999992 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.13075500000000004 -0.077714999999999992 0.041865000000000006 -0.086254999999999984 0.12408500000000001 0.096990000000000007 0.10644500000000001 0.14699000000000004 -1.0000000180025095e-35 -0.088274999999999978 -1.0000000180025095e-35 -0.083604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 19 -8 9 11 -4 14 -9 -2 27 -13 23 -18 26 -3 21 25 -14 -17 -19 -6 -5 28 -1 -29
right_child=1 4 10 18 20 -7 7 12 -10 -11 -12 15 22 -15 -16 16 17 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.001240048385690463 0.00081235761234166781 0.00057687791032839486 0.0010790189614276709 0.00061737888201294252 0.00050173264795906538 0.00082587593218336013 0.00096222916511178589 0.00094959207317408395 0.00080977586936627037 0.0013687016148090088 0.00071943167917329267 0.0012813467859510469 0.00066901993159198083 0.0011162725186859644 0.0011249946644811919 0.0011537756458191225 0.00068393898963489957 0.0010018077775903417 0.00051045336097089295 0.00035784130508774052 0.00056913428915998882 0.00014656885454029429 0.00050138111354958831 0.0010811126998689071 0.0012751604616641999 0.00027405985279520061 0.00085802990770192334 0.0013956078260127661 0.00092777768040404589 0.001211171114414178
leaf_weight=21 23 44 34 22 33 48 53 20 26 85 65 46 121 119 220 453 20 26 24 50 26 20 42 255 20 32 38 22 20 1093
leaf_count=21 23 44 34 22 33 48 53 20 26 85 65 46 121 119 220 453 20 26 24 50 26 20 42 255 20 32 38 22 20 1093
internal_value=0 0.000702083 0.00115306 0.000929022 0.000585782 0.0011661 0.000652346 0.000728811 0.00117318 0.00117732 0.000842926 0.00116991 0.000661209 0.00106705 0.00119666 0.00112502 0.00111573 0.000988318 0.000695695 0.000460369 0.000387892 0.000332453 0.000625825 0.0011276 0.00112066 0.000389648 0.000769791 0.0012103 0.00108772 0.00121481
internal_weight=0 667 2454 226 441 2355 330 236 2307 2281 99 2196 183 142 1376 820 774 66 84 94 111 85 163 708 46 65 60 1156 41 1115
internal_count=3121 667 2454 226 441 2355 330 236 2307 2281 99 2196 183 142 1376 820 774 66 84 94 111 85 163 708 46 65 60 1156 41 1115
is_linear=0
shrinkage=0.00196078


Tree=5083
num_leaves=31
num_cat=0
split_feature=1 2 9 0 44 14 2 0 4 1 52 47 124 48 1446 13 160 402 10 3 10 43 49 11 10 39 16 16 4 0
split_gain=0.951869 0.242585 0.130956 0.126608 0.116086 0.106567 0.106387 0.103881 0.16567 0.170917 0.10134 0.0954648 0.094682 0.0913318 0.0859957 0.0875262 0.0817893 0.0816219 0.100006 0.0957504 0.0917698 0.0784417 0.075218 0.0892956 0.0656755 0.0702625 0.0784115 0.0685734 0.0613445 0.0724708
threshold=0.11829500000000003 0.10045500000000002 -1.0000000180025095e-35 -0.13843999999999998 1.0000000180025095e-35 0.054835000000000009 0.15361500000000003 -0.11013499999999998 -0.017809999999999996 0.083135000000000014 0.090245000000000006 0.085505000000000012 -0.083859999999999976 0.094275000000000012 0.10734500000000001 -0.28558999999999996 0.08443500000000001 0.09388500000000001 -0.079859999999999987 -0.13309499999999996 -0.3960249999999999 -0.0077799999999999996 -0.15498999999999999 0.076560000000000003 1.0000000180025095e-35 0.10226500000000001 -0.046599999999999996 -0.39185999999999993 0.0082450000000000006 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 7 14 8 -4 21 -3 17 -9 -13 15 -5 -11 18 20 -20 -2 -10 -14 28 25 26 27 -21 29 -24
right_child=11 3 4 6 -6 -7 -8 12 9 16 -12 13 22 -15 -16 -17 -18 -19 19 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004592147526308531 0.0037421052217144861 0.0046817913678576786 -0.00074023569135793629 0.0030715358099855841 0.017881378657184543 0.013669754627842976 0.0019914574582468379 0.0047059031630245357 0.0095997043702352267 0.0024088487054246504 0.01211134350548188 0.010037502735615413 0.016469094837084416 0.0041288441726326222 0.0026819649897515778 0.009679061096497155 0.0094351098026769862 -0.0027901642315555364 0.011042812244323571 0.0061765762988389254 -0.0056172966118901973 0.017390657689732813 0.01614145058531152 0.005067568483627838 9.0090927127069642e-05 0.0012171747720506239 0.0027485392384756454 0.01329090589657426 0.008293223370321812 0.010487034937269038
leaf_weight=41 22 146 21 21 20 86 22 30 28 37 21 47 20 59 20 442 30 21 21 42 20 24 23 32 36 38 39 20 128 1564
leaf_count=41 22 146 21 21 20 86 22 30 28 37 21 47 20 59 20 442 30 21 21 42 20 24 23 32 36 38 39 20 128 1564
internal_value=0 0.00965512 0.0101879 0.00800294 0.0103002 0.0102252 0.00879227 0.0100723 0.00744859 0.00889368 0.00561605 0.00422075 0.0102767 0.00674872 0.00910204 0.00937937 0.00555494 0.00318614 0.00371346 0.00466236 -0.000714753 0.0131955 0.0103713 0.0103015 0.0038967 0.00488259 0.00626166 0.00847152 0.0103991 0.010569
internal_weight=0 2756 2084 672 2043 2023 505 1937 140 119 167 365 1797 106 483 463 67 259 238 196 42 52 1767 1747 175 139 101 62 1715 1587
internal_count=3121 2756 2084 672 2043 2023 505 1937 140 119 167 365 1797 106 483 463 67 259 238 196 42 52 1767 1747 175 139 101 62 1715 1587
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 0 2 1 1 49 50 475 147 1 2 0 12 4 3 16 1 0 43 12 52 4 43
split_gain=22.8876 2.96908 2.328 2.27351 1.48275 1.07368 0.90729 0.706966 0.596443 0.596553 0.581242 0.387608 0.348359 0.326478 0.306448 0.264917 0.255558 0.253666 0.378381 0.250984 0.33692 0.311866 0.2296 0.192708 0.190313 0.333267 0.184657 0.177732 0.177217 0.172784
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.076175000000000007 -0.13027499999999997 0.14122000000000004 0.077845000000000011 0.089770000000000016 -0.043469999999999995 0.089465000000000017 -0.066784999999999983 0.089810000000000015 0.15799000000000005 0.090425000000000019 -0.076234999999999983 0.087695000000000009 -0.49013999999999996 0.090900000000000009 0.052820000000000013 0.11414000000000001 -0.065229999999999996 -0.065269999999999981 0.093965000000000007 0.056145000000000007 0.063160000000000008 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 16 26 11 12 14 -4 19 -6 17 -10 22 27 18 -13 20 -1 -22 23 -2 -21 -26 -5 -3 -11 -12
right_child=1 5 10 6 8 -7 -8 -9 9 28 29 13 -14 -15 -16 -17 -18 -19 -20 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010956856400119173 0.00047627095560514156 0.00019258735572559644 0.00081821706860798419 0.00097322695663357097 0.00039201983570646038 0.00054910465442047866 0.00044922538309740437 0.0010727900688220805 0.00093533547794942616 0.00043378015687944843 0.00054524154290053976 0.00084694725128486891 0.00070637217642594431 0.00089680401036162786 0.00079051142245901561 0.00021249414957545296 3.6791862570354587e-05 0.00059941711441642424 0.00062889676903014945 0.0008752761709975909 0.00091592680215651749 0.00068888621757817422 0.00059286202675376846 0.00034444109628520791 0.00056503664103904475 0.00091870270961639925 0.00077712661650616171 0.0003701763255676173 0.00069480548083197835 0.00034254592371882071
leaf_weight=39 81 130 28 24 23 38 33 77 68 20 61 142 33 135 323 23 35 28 39 653 755 24 30 90 21 20 80 26 20 22
leaf_count=39 81 130 28 24 23 38 33 77 68 20 61 142 33 135 323 23 35 28 39 653 755 24 30 90 21 20 80 26 20 22
internal_value=0 0.000422742 0.000851591 0.000533526 0.000864327 0.000248099 0.000732496 0.000888689 0.000767631 0.000792366 0.000573926 0.000881051 0.000577263 0.000821644 0.000815698 0.000411834 0.000188213 0.000773096 0.000799964 0.000894567 0.000917836 0.000908932 0.000434644 0.000406887 0.00086714 0.000737557 0.000822381 0.000222186 0.000564293 0.000491515
internal_weight=0 590 2531 361 2420 229 137 1933 487 431 111 1856 56 344 391 224 191 209 181 1512 818 779 201 171 694 41 104 156 40 83
internal_count=3121 590 2531 361 2420 229 137 1933 487 431 111 1856 56 344 391 224 191 209 181 1512 818 779 201 171 694 41 104 156 40 83
is_linear=0
shrinkage=0.00196078


Tree=5085
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 4 2 2 34 1 52 4 15 1 2 31 47 3 3 13 131 10 15 0 49
split_gain=25.7464 4.49894 2.68118 2.26297 1.79851 1.33414 0.984408 0.897186 0.878884 0.827141 0.725611 0.564473 0.472522 0.410702 0.371054 0.356907 0.3565 0.271077 0.271051 0.384608 0.244806 0.229144 0.310445 0.260369 0.220851 0.214023 0.209333 0.20455 0.203375 0.19154
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.40473500000000007 0.089885000000000007 0.14753000000000002 -1.0000000180025095e-35 0.091195000000000012 -0.56176499999999996 0.27834500000000006 -0.41942499999999994 0.089770000000000016 0.097845000000000015 -0.077289999999999984 0.090100000000000013 1.0000000180025095e-35 0.11658 -1.0000000180025095e-35 0.09031500000000002 -0.38124499999999995 0.090455000000000021 0.18019500000000002 0.10463500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 21 6 7 11 12 -5 -6 14 13 20 -1 -13 -15 -14 28 -20 -4 22 -3 -24 -18 -2 -19 -9 29 -17
right_child=1 2 8 9 10 -7 -8 27 -10 -11 -12 15 17 16 -16 18 24 26 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010620781844990427 0.0010991424760397742 0.00044080385611410818 0.00039248755811788341 0.00099368969641145874 0.00095795462659160858 0.00069587258195954993 0.00061341292057153168 0.0013148914489539206 0.00066104983426255393 0.00059239352969597196 0.00060833086654216281 0.001157032761245463 0.0003645025615982127 0.00063740459541373497 0.00097329926098099675 0.0010034266312118031 0.00032208182436005293 0.00027003938449071902 0.00064089383611226462 0.00096366401341762024 0.00010317206838885156 0.00069662831248898133 0.00072042065039988785 0.00051462586129120752 0.00055283334372979601 0.00087529127942580806 2.7099390288973167e-05 0.0011199878659504049 0.00078903284946493075 0.00091646944561203723
leaf_weight=1117 52 100 22 28 74 48 22 47 37 67 33 43 32 33 216 607 52 25 22 40 23 32 39 60 23 24 30 37 20 116
leaf_count=1117 52 100 22 28 74 48 22 47 37 67 33 43 32 33 216 607 52 25 22 40 23 32 39 60 23 24 30 37 20 116
internal_value=0 0.000578386 0.000522768 0.00100732 0.00063997 0.00101939 0.00102618 0.00103019 0.000379756 0.00071067 0.000850127 0.00102253 0.00033639 0.000401996 0.00104769 0.000982983 0.000467572 0.000221012 0.000973686 0.000849133 0.000244615 0.000542625 0.000517861 0.000595697 0.000392846 0.00102845 0.000137527 0.00122904 0.00098408 0.000989475
internal_weight=0 691 615 2430 338 2335 2287 2265 277 95 107 2181 240 153 1333 848 108 87 805 62 45 231 199 99 75 76 55 84 743 723
internal_count=3121 691 615 2430 338 2335 2287 2265 277 95 107 2181 240 153 1333 848 108 87 805 62 45 231 199 99 75 76 55 84 743 723
is_linear=0
shrinkage=0.00196078


Tree=5086
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 4 2 4 14 1 2 2 50 2 4 1 52 15 457 43 49 11 1 31 16 14 1 4 16 0
split_gain=37.1711 5.71192 3.38893 3.31966 2.4858 1.78269 1.70257 1.28443 1.22789 0.841631 0.796796 0.780302 0.619036 0.579149 0.636359 0.436703 0.422885 0.400798 0.345338 0.455559 0.341768 0.339917 0.335888 0.275492 0.278471 0.263502 0.307724 0.260233 0.256751 0.244286
threshold=0.10538500000000002 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.40124500000000002 0.13754500000000003 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.090425000000000019 -1.0000000180025095e-35 0.041865000000000006 0.10045500000000002 -0.033174999999999989 0.091195000000000012 -0.56176499999999996 -0.081924999999999984 0.080930000000000016 -0.018859999999999998 -0.017229999999999999 1.0000000180025095e-35 0.15964000000000003 -0.086064999999999989 -0.49446999999999991 -0.46166999999999997 0.11654500000000001 -0.036839999999999991 0.13751500000000003 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 11 6 8 20 10 -5 15 23 17 -13 -15 -1 -12 22 29 -20 -6 -10 -4 -3 -25 -16 -27 -2 -8 -18
right_child=1 2 12 9 7 -7 28 -9 21 -11 16 13 -14 14 25 -17 18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012429208068056225 0.0012626191625505492 0.00064122364080200587 0.00039085320866070756 0.001077895374397179 0.00082746450932753846 0.00069351095270660354 0.00069829455884468496 0.00063776321556714482 0.0012469283432937136 0.000697169747220445 0.0013331554340991014 0.00093275096261374705 0.00056169204863953991 0.00089258060789922046 0.00073854533212831591 0.0011476100187702187 0.0011552889818772847 1.9649831502570151e-05 0.0011714826421994789 0.00075297639330885568 0.0011157385449098679 0.001519060776221986 9.9350486722897408e-05 0.00057019343941660063 0.0003098410577056747 0.00060627458478134657 0.00042633987776254171 0.0010125554002383176 0.00099379867899651629 0.00093557667206315429
leaf_weight=1156 48 20 55 34 21 27 26 46 25 65 46 24 30 27 30 220 715 24 20 20 64 60 21 22 56 96 59 24 20 20
leaf_count=1156 48 20 55 34 21 27 26 46 25 65 46 24 30 27 30 220 715 24 20 20 64 60 21 22 56 96 59 24 20 20
internal_value=0 0.000657649 0.00059453 0.00117966 0.000672773 0.00119445 0.00120026 0.000901688 0.00120778 0.000827924 0.00119884 0.000582989 0.000314659 0.000644061 0.000611379 0.00122768 0.0011505 0.000240549 0.00113965 0.00096223 0.00104452 0.00143902 0.000310306 0.000435917 0.000383274 0.000570339 0.000537783 0.00117926 0.000826775 0.00114931
internal_weight=0 667 595 2454 465 2355 2328 131 2282 99 2197 334 130 236 212 1376 821 100 775 40 85 85 76 98 78 185 155 72 46 735
internal_count=3121 667 595 2454 465 2355 2328 131 2282 99 2197 334 130 236 212 1376 821 100 775 40 85 85 76 98 78 185 155 72 46 735
is_linear=0
shrinkage=0.00196078


Tree=5087
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 2 1 2 14 4 1 16 52 457 12 15 4 0 11 2 14 13 4 52 10 0 2
split_gain=32.6795 3.99994 3.871 2.51908 2.19088 1.51341 1.15988 1.1288 1.0026 0.904245 0.662976 0.654951 0.62212 0.493049 0.420043 0.400475 0.482494 0.543428 0.356081 0.336389 0.330453 0.33006 0.320913 0.287423 0.261628 0.294121 0.337385 0.254657 0.234532 0.233447
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13754500000000003 0.12958500000000003 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.076175000000000007 0.27834500000000006 0.091450000000000017 -0.040964999999999994 -0.56176499999999996 0.080930000000000016 0.08815000000000002 -0.41942499999999994 -0.0070899999999999991 0.18019500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.41790499999999997 -0.14179999999999995 -0.0073899999999999999 0.039215000000000007 -0.38124499999999995 -0.010949999999999998 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 8 10 19 11 -4 12 13 -3 -1 -8 -10 20 -18 -12 -5 21 24 -15 -14 -17 -26 -27 -20 -7 -23
right_child=1 6 9 7 -6 28 14 -9 15 -11 18 -13 23 22 -16 16 17 -19 27 -21 -22 29 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0012022606043818912 0.00062966150890576941 0.00067976427447548533 0.0010382397656759725 0.0012212859527013389 0.00071777808380542492 0.00093062888640983428 0.00054527198624275527 0.00065914368693936591 0.0012763704441672468 0.00065431205749318187 0.00042381878262637437 0.0013982572870491483 0.00059704692194274822 0.00087705609519798272 0.00091608598390046292 0.00090099023456565364 0.00074691402616308016 0.0011641773493850931 0.00033038888740188937 0.00098284199087188663 0.00086334865065474135 0.0013799013343511843 0.0011262560895559947 0.0003439804214947656 0.0011487295803577163 0.001009898047508511 0.0011402249717346543 7.1281745967243892e-05 0.0006495488586685125 0.001140913163409726
leaf_weight=1128 181 43 34 46 45 25 23 29 53 77 37 58 22 22 24 23 30 20 25 45 20 30 205 80 398 171 138 35 21 33
leaf_count=1128 181 43 34 46 45 25 23 29 53 77 37 58 22 22 24 23 30 20 25 45 20 30 205 80 398 171 138 35 21 33
internal_value=0 0.000617521 0.00112996 0.000775717 0.00114638 0.0011545 0.000452756 0.000996018 0.00116146 0.000771912 0.000398013 0.00119422 0.000481954 0.00118548 0.000734624 0.00111093 0.00110077 0.000913819 0.000272535 0.00110337 0.00111227 0.00111855 0.0011021 0.000398563 0.0011068 0.00111349 0.0010681 0.000179243 0.00080231 0.00125472
internal_weight=0 590 2531 301 2420 2375 289 120 2329 111 242 1413 145 1355 47 916 863 50 97 91 813 793 227 102 730 707 309 60 46 63
internal_count=3121 590 2531 301 2420 2375 289 120 2329 111 242 1413 145 1355 47 916 863 50 97 91 813 793 227 102 730 707 309 60 46 63
is_linear=0
shrinkage=0.00196078


Tree=5088
num_leaves=31
num_cat=0
split_feature=1 4 123 150 44 2 0 2 2 447 14 1446 52 159 16 13 3 2 133 47 401 160 42 43 1 0 51 475 16 157
split_gain=1.37546 0.229834 0.196363 0.137519 0.115022 0.123391 0.134482 0.0992461 0.0970176 0.0907809 0.0910474 0.0834263 0.0853555 0.1617 0.129273 0.0801918 0.114111 0.0789799 0.0748128 0.0731385 0.0720314 0.0769785 0.0699996 0.082105 0.069738 0.153756 0.181806 0.0899953 0.148116 0.10327
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.084680000000000019 1.0000000180025095e-35 0.10045500000000002 -0.13027499999999997 0.25063000000000007 1.0000000180025095e-35 0.084065000000000015 0.076975000000000002 0.11581000000000001 0.26521500000000003 -0.094234999999999985 -0.040964999999999994 0.10820000000000002 -0.12018999999999998 0.15109000000000003 0.11667000000000001 0.11518500000000002 0.085900000000000018 -0.23686999999999997 -0.0060199999999999993 -0.078844999999999985 0.080270000000000022 -0.12333499999999999 0.087505000000000013 -0.082759999999999986 0.066275000000000014 -0.08266999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 9 -7 15 19 10 11 12 24 -14 -15 16 -3 18 -8 -2 21 -18 -4 -24 -1 26 -26 28 -27 -29
right_child=1 7 22 -5 -6 6 17 -9 -10 -11 -12 -13 13 14 -16 -17 20 -19 -20 -21 -22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=0.012833405307127356 0.013856199542776896 0.010798034647493349 0.012937614859335804 0.0048764194926550824 0.018035876276271959 0.0058840115878930586 0.011917173096688867 -0.0018997355674703915 0.0072025788328884278 0.0083728257404110436 0.015827471518738045 0.018670304641127587 0.012265524069140346 0.0091531985229812568 -0.00069335348904132855 -0.00021302872301021125 0.011002100485493431 0.0051024832053198702 0.0080195190466168381 0.0086780294557993725 -0.0011697031819494442 0.0043948631191426174 0.0082073535697607253 0.0011532344101440339 0.00035124759977826704 0.0014041088148951531 0.012556637912664726 0.019292120014627778 0.013574420562945305 0.012076793124836834
leaf_weight=1124 65 34 22 82 31 56 362 24 85 58 74 20 116 40 20 28 20 21 57 47 20 149 77 21 26 20 23 21 20 358
leaf_count=1124 65 34 22 82 31 56 362 24 85 58 74 20 116 40 20 28 20 21 57 47 20 149 77 21 26 20 23 21 20 358
internal_value=0 0.00629542 0.0117896 0.00831758 0.0119833 0.0119056 0.0104996 0.00424384 0.00974995 0.0122689 0.0123902 0.012248 0.0121753 0.0100856 0.00587101 0.00483128 0.00546464 0.011087 0.0113869 0.0116832 0.0045052 0.00517678 0.0078401 0.00669576 0.0124063 0.0113806 0.00608031 0.0120005 0.00748926 0.0124766
internal_weight=0 554 2567 279 2447 2416 496 275 197 1920 1862 1788 1768 176 60 251 223 440 419 112 189 169 120 98 1592 468 49 419 40 379
internal_count=3121 554 2567 279 2447 2416 496 275 197 1920 1862 1788 1768 176 60 251 223 440 419 112 189 169 120 98 1592 468 49 419 40 379
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 12 2 151 2 2 133 15 10 151 49 47 16 3 4 3 4 15 47 16 52 11 43 15 3 52
split_gain=1.12091 0.289491 0.163664 0.104468 0.100849 0.0906461 0.0879982 0.100468 0.105918 0.0838301 0.125845 0.12034 0.107348 0.102173 0.07881 0.0983566 0.0774228 0.0760124 0.0657871 0.0787121 0.125065 0.0656389 0.076138 0.0942129 0.173929 0.0595957 0.121751 0.130369 0.0894075 0.149221
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.085505000000000012 0.080200000000000007 0.099815000000000015 0.11362000000000001 0.050660000000000004 0.073895000000000002 0.13754500000000003 0.087985000000000022 -0.41942499999999994 0.058500000000000003 -1.0000000180025095e-35 0.09858500000000002 0.077555000000000013 -1.0000000180025095e-35 0.0022600000000000003 0.23246000000000003 -0.11255999999999998 -0.10429499999999998 0.024640000000000006 0.10397500000000001 -0.42170999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.035560000000000008 -0.015744999999999999 -0.11255999999999998 -0.088614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 -5 25 7 8 16 12 11 -11 -2 -13 15 -10 -1 -14 19 -7 -21 22 23 -4 -25 28 27 -27 29 -3
right_child=3 5 21 4 -6 18 -8 -9 14 10 -12 13 17 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0030311939065103179 0.0067796820254761338 0.00046065815369642919 0.0089169729672068238 0.0087030289234483939 0.00096430334600708682 0.013806143478593894 0.00475683230906725 0.0035111012961715465 0.011632251586536123 0.0042286185800991449 0.0085713055077940217 0.0021314452783289281 0.0052286842524717075 -0.0066664974713190042 0.0067621395025136213 0.018579088329620984 0.011240120884031058 -0.0030926880932858457 0.0050991681594056114 0.0018786177992643344 0.0098892321776595828 0.011421068531015646 0.01150055816397071 0.0054415656884278484 -0.0039247203443665063 0.0048480028498240494 0.019486751100048424 0.013274350181339427 0.011189620979458094 0.011067628120589588
leaf_weight=27 103 21 49 85 21 45 31 20 179 37 20 22 21 33 28 23 20 23 31 21 271 23 21 114 24 22 25 111 1614 36
leaf_count=27 103 21 49 85 21 45 31 20 179 37 20 22 21 33 28 23 20 23 31 21 271 23 21 114 24 22 25 111 1614 36
internal_value=0 0.0104226 0.00839076 0.00452539 0.00716989 0.0109396 0.00982671 0.0103559 0.0108501 0.00344309 0.00138199 -0.00018091 0.00501345 -0.00314732 0.0117341 0.0124232 0.00652435 0.000878876 0.00950756 0.00991308 0.00931313 0.00635183 0.00579129 0.00515014 0.00381265 0.0112277 0.013084 0.0118805 0.0110522 0.0071598
internal_weight=0 2756 559 365 106 2197 328 297 277 259 112 92 147 55 230 202 47 44 368 337 292 231 208 187 138 1829 158 133 1671 57
internal_count=3121 2756 559 365 106 2197 328 297 277 259 112 92 147 55 230 202 47 44 368 337 292 231 208 187 138 1829 158 133 1671 57
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 1 14 49 4 0 4 1 1 0 1 15 1 13 40 133 16 1 4 47 15
split_gain=30.9657 5.09485 2.48049 2.30847 1.76866 1.54242 1.16871 1.00866 0.927265 0.70848 0.671313 0.56067 0.522657 0.410793 0.396606 0.377361 0.676214 0.338638 0.476388 0.312267 0.306351 0.289295 0.271864 0.267165 0.265071 0.241406 0.240234 0.245684 0.236122 0.25663
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 0.13501500000000002 0.10731 0.086920000000000011 0.077845000000000011 0.062655000000000016 -0.054984999999999992 -0.062539999999999984 -0.095504999999999993 -0.013125 0.093100000000000002 0.075045000000000014 -0.038659999999999993 0.16175000000000003 -0.095869999999999983 0.13075500000000004 -0.078279999999999975 -0.077714999999999992 -1.0000000180025095e-35 0.15273500000000004 0.11654500000000001 0.42642000000000008 0.10648500000000001 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 23 15 28 11 -4 -1 -2 -10 20 17 22 18 -7 -6 -11 24 -17 -3 -5 -20 27 -15 29 -8
right_child=1 4 10 21 19 7 8 -9 13 14 -12 -13 -14 26 -16 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010565876434006356 0.00063647289811390043 0.00039450997538385937 0.00093735747446282568 0.00039752502917393435 0.00023633057639845607 0.00099377533597445563 0.00049520090438015096 0.00065829361335441371 0.00072681952848766137 0.0009928331728659423 0.00057583299164916759 0.0012595144982006461 0.00095198716159052411 0.00044349382815167152 0.00099877188520730727 0.001017912513085317 0.00062245396069354482 0.0010903327406793317 0.00061399374732418969 -2.9205509924949829e-05 0.00072541871382033132 0.000315499470542182 0.00089102247773546284 0.00018860275539405203 0.00066669850552603484 0.00090053127924061825 0.00034798497427281381 0.00068187574704913097 0.00088545807200409528 0.00080554999411106107
leaf_weight=1085 24 47 28 22 90 240 21 48 21 28 67 55 127 68 361 95 30 102 20 21 40 24 205 50 39 26 69 22 26 20
leaf_count=1085 24 47 28 22 90 240 21 48 21 28 67 55 127 68 361 95 30 102 20 21 40 24 205 50 39 26 69 22 26 20
internal_value=0 0.000522562 0.00099297 0.000756341 0.000401305 0.00100561 0.000470748 0.000933481 0.000542369 0.00104082 0.000682388 0.00106638 0.000901839 0.000469072 0.000972897 0.000951878 0.000903136 0.000993334 0.00095874 0.000186094 0.000835531 0.000497868 0.000931204 0.000288372 0.00056962 0.00077595 0.00043503 0.000501765 0.000739286 0.000646591
internal_weight=0 691 2430 236 455 2335 344 766 247 1569 95 1140 151 180 429 718 330 388 286 111 68 85 300 97 61 46 159 90 67 41
internal_count=3121 691 2430 236 455 2335 344 766 247 1569 95 1140 151 180 429 718 330 388 286 111 68 85 300 97 61 46 159 90 67 41
is_linear=0
shrinkage=0.00196078


Tree=5091
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 2 1 4 14 48 1 4 0 4 3 1 12 2 14 3 4 3 10 47 2 43 40
split_gain=31.7995 5.14784 3.25842 2.61806 1.85503 1.60329 0.959571 0.907254 0.8231 0.762389 0.656141 0.564523 0.522543 0.461378 0.398084 0.374295 0.379744 0.3594 0.300987 0.307643 0.286072 0.264992 0.258855 0.241954 0.239618 0.233014 0.219298 0.195376 0.193847 0.193703
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.14122000000000004 0.11474000000000002 0.17025000000000004 0.077845000000000011 0.40945500000000007 0.062655000000000016 -0.015314999999999997 0.086920000000000011 0.0067750000000000006 0.18019500000000002 -0.013125 0.30112000000000005 0.093100000000000002 0.090285000000000018 0.087675000000000017 -0.46596499999999991 -0.14186499999999996 0.063160000000000008 0.12745000000000004 -0.38124499999999995 0.090100000000000013 0.10188000000000001 -0.080324999999999994 -0.0061149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 11 12 -6 10 -5 17 13 -7 -1 20 16 22 24 19 29 -15 -12 27 -8 -4 -10 -3 -14 -11 -18
right_child=1 2 8 9 7 6 23 -9 25 28 21 -13 15 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001146061918229939 0.0010897300987409168 0.0005493666068313763 0.00053293791387538567 0.0010402800948346028 0.00099870181866113482 0.00078608113931479798 0.00057699207581725777 0.00056208153072671559 0.00026592056282673509 0.00072305821964577612 0.00055776225037726705 0.0013154930862198141 0.0013587388960296844 0.0011061776423899963 0.00090737820104171293 0.00078587653444093814 0.00097084614116938503 0.00035140384229335022 0.00081075581159921505 0.00097927695686525224 0.00088490679376192541 0.0003127377412196494 0.0010769853947404165 0.00087833696581513714 0.00077021166067448704 -8.0437709887822463e-07 0.00072246669430287903 0.0011339197873031801 0.00049398692123884082 0.0011606467756925607
leaf_weight=1085 74 191 36 28 77 30 20 24 34 49 20 62 23 351 51 20 28 22 27 188 24 112 300 21 30 20 33 42 20 79
leaf_count=1085 74 191 36 28 77 30 20 24 34 49 20 62 23 351 51 20 28 22 27 188 24 112 300 21 30 20 33 42 20 79
internal_value=0 0.000601828 0.000541553 0.00108308 0.00067434 0.00109611 0.0010233 0.00089495 0.000384051 0.000767396 0.000437295 0.00113212 0.00103954 0.00112459 0.00106991 0.00105029 0.00105799 0.000568443 0.00100891 0.00102705 0.00109202 0.000349863 0.00110129 0.000731339 0.00064079 0.000167134 0.000574868 0.00121347 0.000656661 0.00111098
internal_weight=0 673 599 2448 325 2351 778 101 274 97 220 1573 737 1511 426 707 687 88 322 295 375 132 365 41 66 54 224 65 69 107
internal_count=3121 673 599 2448 325 2351 778 101 274 97 220 1573 737 1511 426 707 687 88 322 295 375 132 365 41 66 54 224 65 69 107
is_linear=0
shrinkage=0.00196078


Tree=5092
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 47 2 1 2 34 4 1 1429 0 15 51 52 160 150 10 49 1 47 3 13 31
split_gain=41.6152 7.51087 4.66502 3.33537 2.65114 2.22941 1.48129 1.40774 1.1327 1.07746 1.02731 0.987384 0.635509 0.649503 0.552553 0.488901 0.533805 0.421957 0.394367 0.388868 0.384721 0.360832 0.315302 0.314837 0.312489 0.292529 0.291787 0.290172 0.268762 0.252516
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.10672500000000001 0.13082500000000002 0.092235000000000025 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.080270000000000022 0.084690000000000015 0.18019500000000002 -0.41942499999999994 0.11144500000000002 -0.56176499999999996 0.081905000000000019 0.083095000000000016 -0.39453499999999991 -0.054319999999999993 0.11588000000000001 0.078345000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 10 25 12 15 -5 13 29 -15 19 21 20 -14 -1 -12 -17 -23 -20 -13 -6 27 -3 -16 -4
right_child=1 2 9 11 8 -7 -8 -9 -10 -11 17 24 18 14 28 16 -18 -19 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012816174674341904 0.0012400661265970097 0.00050786735579969749 0.00038353955728431859 0.0011142399676590986 0.0012418800093890988 0.00079773062424661183 0.0014787107462014017 0.00074264610587966204 0.00066525712139716667 0.00071614455688699663 0.0013549108760569069 0.00083128919274907563 0.00038296972852048253 0.00072922077972679305 0.00032485979755705912 0.0012305267732918574 0.00090148423909609755 0.00087688911888821454 0.0003155758656700824 0.001054884571265551 0.0011542452483840858 0.0011882519967632182 0.00086343018593741389 2.3546148937277714e-05 0.00055478632255317344 0.00099248456958497626 0.00076966877771066685 0.00066360877407403685 0.00059547961405178413 8.970352281948896e-05
leaf_weight=951 74 93 22 34 40 48 85 24 28 34 39 33 37 32 43 453 22 20 22 30 632 27 20 40 30 33 40 91 21 23
leaf_count=951 74 93 22 34 40 48 85 24 28 34 39 33 37 32 43 453 22 20 22 30 632 27 20 40 30 33 40 91 21 23
internal_value=0 0.000650727 0.000577921 0.00120127 0.000736804 0.00121597 0.00122469 0.00121495 0.00100054 0.000389465 0.00122012 0.000844951 0.000343186 0.000427732 0.000518845 0.00124889 0.00120041 0.00115754 0.000222772 0.00127468 0.00116591 0.00121356 0.00105003 0.00012717 0.000699621 0.00112914 0.000617888 0.000584892 0.000413657 0.000233357
internal_weight=0 673 599 2448 325 2351 2303 2218 101 274 2194 97 240 141 96 1503 522 691 99 981 671 500 47 62 63 73 224 184 64 45
internal_count=3121 673 599 2448 325 2351 2303 2218 101 274 2194 97 240 141 96 1503 522 691 99 981 671 500 47 62 63 73 224 184 64 45
is_linear=0
shrinkage=0.00196078


Tree=5093
num_leaves=31
num_cat=0
split_feature=1 52 2 2 2 3 41 0 1 124 160 42 0 2 160 16 4 3 4 48 48 13 13 1 2 12 131 484 43 2
split_gain=1.44725 0.350048 0.185559 0.177643 0.191356 0.178325 0.143356 0.136435 0.121237 0.11063 0.0937154 0.0927652 0.0927518 0.091368 0.0900462 0.0918445 0.0798247 0.104242 0.0899586 0.0875629 0.13785 0.0770351 0.0756095 0.0934379 0.101702 0.0721838 0.072143 0.0699463 0.152879 0.0691664
threshold=0.10312500000000001 -0.40967499999999996 0.11682500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.014944999999999998 0.088820000000000024 0.22582000000000002 0.11551000000000002 -0.076779999999999987 0.022560000000000004 -0.0060199999999999993 -0.019414999999999998 0.13501500000000002 -0.077849999999999989 -0.0073349999999999986 -0.082249999999999976 0.092670000000000016 0.0045450000000000013 0.092475000000000016 0.078735000000000013 -0.061684999999999997 0.0061450000000000003 0.086105000000000015 0.088225000000000012 0.096475000000000019 0.09031500000000002 0.064170000000000019 -0.011244999999999998 0.085045000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 26 3 5 25 8 10 9 -3 11 12 -1 -4 16 -6 -16 19 22 -19 20 27 -7 -18 24 -24 -5 -2 29 -29 -11
right_child=1 2 6 4 14 21 -8 -9 -10 13 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012455279536142543 0.014559740584272033 0.013264352444869777 0.0037528552783376865 0.015571310201092906 0.012123438281938435 0.0039374115241860809 0.012406708770431579 0.0040266522028971283 0.0044156890551676044 0.014771758676451363 0.0093283238068509571 0.0058779756255520916 -0.0021931640865902107 0.0078933460400142565 0.0071432595575429709 2.4274986935779454e-05 0.012380414735495985 0.002308139610104263 0.010910361374337827 0.0071443182913671164 0.02133568242530931 -0.0028478293852121743 0.017652812360652855 0.0049052111405347085 0.010171951658638946 0.010157279823115975 0.0082386571038514378 0.0029686012305319312 0.014698526702821256 0.012442563361386817
leaf_weight=37 65 30 209 46 25 44 20 21 32 253 26 51 30 47 74 24 1401 20 31 22 22 27 21 28 135 53 25 20 25 257
leaf_count=37 65 30 209 46 25 44 20 21 32 253 26 51 30 47 74 24 1401 20 31 22 22 27 21 28 135 53 25 20 25 257
internal_value=0 0.00696445 0.00614327 0.00766894 0.00940039 0.00477885 0.00424289 0.0120515 0.0086973 0.0121226 0.00362675 0.00864343 0.00300649 0.0122568 0.00676642 0.00539983 0.0123485 0.0119869 0.00753694 0.0133362 0.0135723 0.00135711 0.0121301 0.0102243 0.011179 0.0126729 0.0128039 0.0132646 0.00948523 0.013598
internal_weight=0 730 640 355 222 133 285 2391 62 2370 265 88 239 2282 123 98 2235 1636 51 599 577 71 1585 184 156 99 90 555 45 510
internal_count=3121 730 640 355 222 133 285 2391 62 2370 265 88 239 2282 123 98 2235 1636 51 599 577 71 1585 184 156 99 90 555 45 510
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 2 150 4 150 0 4 1 49 0 47 16 47 0 4 1 4 1 0 43 157 12 13
split_gain=31.1619 5.24994 2.81765 2.41942 1.8877 1.65111 0.984824 0.884977 0.794792 0.537533 0.53751 0.856867 0.674874 0.529638 0.547974 0.496516 0.450015 0.432723 0.388744 0.357884 0.324732 0.374027 0.316529 0.303645 0.228862 0.445577 0.227641 0.21848 0.204413 0.36029
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.14960000000000004 1.0000000180025095e-35 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.17966999999999997 0.11690500000000002 -0.054984999999999992 -0.14832499999999996 0.13082500000000002 -0.052894999999999991 0.10648500000000001 -0.080689999999999984 -0.55119499999999988 0.16540500000000002 0.053180000000000012 0.076935000000000017 -0.030209999999999997 -0.00045499999999999995 -0.082009999999999986 -0.010834999999999999 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 13 6 10 -4 9 23 12 16 -1 -3 19 -2 -12 22 -18 28 -14 -22 -6 24 25 -7 -5 -23 29 -15
right_child=1 4 7 26 17 8 -8 -9 -10 -11 11 -13 20 14 -16 -17 18 -19 -20 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089325494552944219 0.00071347122734058443 0.00082686610407275117 0.0009883964066893171 0.00043952437609734424 0.00027827679879101916 0.0010451450810978861 0.0013090884831236324 0.00059798972726817813 0.00062927161687549593 0.00072511802122067405 0.0013066683496747698 0.00064244601324663238 0.0011256204453609106 0.00059463244088056707 0.00042270767743121294 0.0010281757820347897 0.0010530357275656418 0.00054107909895180538 0.00081882671523494878 0.00084661800049099271 0.0013109896748063916 0.00087276008101849778 1.083992713806676e-05 0.00091735261358250845 0.0011323244838462026 0.00079888645315171142 0.00064578791969954915 0.0010643230671397671 0.00063440520744196833 0.00026472770992447346
leaf_weight=60 23 24 34 36 114 167 79 65 26 29 21 24 1028 35 117 119 123 21 35 20 23 24 20 115 72 34 48 495 70 20
leaf_count=60 23 24 34 36 114 167 79 65 26 29 21 24 1028 35 117 119 123 21 35 20 23 24 20 115 72 34 48 495 70 20
internal_value=0 0.000578164 0.00105612 0.000821166 0.000453633 0.00106974 0.00109473 0.000732069 0.000961882 0.00098262 0.0010855 0.00099035 0.00109734 0.000548073 0.000522535 0.000977203 0.001037 0.000279374 0.00100115 0.000603086 0.00110514 0.00106631 0.000238361 0.00100187 0.00103747 0.00100349 0.000557389 0.00105546 0.00056412 0.000474667
internal_weight=0 667 2454 226 441 2355 1912 99 443 417 1833 203 1630 286 262 142 179 155 158 145 1570 542 134 388 273 201 84 519 125 55
internal_count=3121 667 2454 226 441 2355 1912 99 443 417 1833 203 1630 286 262 142 179 155 158 145 1570 542 134 388 273 201 84 519 125 55
is_linear=0
shrinkage=0.00196078


Tree=5095
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 2 4 1 14 1 3 4 1 50 1 2 0 15 51 39 160 3 49 12 48 12 43
split_gain=25.8353 4.50477 2.71601 1.96765 1.49344 1.26653 0.832302 0.77509 0.763188 0.766036 0.564278 0.512845 0.391913 0.658681 0.328456 0.619511 0.314504 0.301449 0.287651 0.272882 0.268089 0.249016 0.235422 0.227521 0.22653 0.218394 0.206842 0.201914 0.197065 0.194502
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14122000000000004 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.077845000000000011 0.062655000000000016 0.080270000000000022 -0.12018999999999998 -0.013514999999999998 0.086920000000000011 0.086295000000000011 0.075045000000000014 0.089125000000000024 -0.019414999999999998 -0.41942499999999994 0.11144500000000002 0.093755000000000019 -0.067824999999999983 -0.0025099999999999996 0.11560500000000001 0.10061500000000002 0.083685000000000009 0.092550000000000007 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 11 14 26 9 -4 -5 12 21 -14 17 28 20 19 -15 29 -10 25 -22 -11 -25 -1 -6 -12 -16 -7
right_child=1 2 8 10 7 6 -8 -9 16 23 27 -13 13 18 15 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010574110953278433 0.0010084366831463311 0.00053168036341357287 0.00060691003047430082 0.00094489767907463863 0.0010043090493527397 0.0010227512552683901 0.00066186282240363861 0.00051733353368370457 0.00031634422422175394 0.0005100521388498538 0.00046936464876399126 0.0012056894176259664 0.00068791994723264405 0.0010076008149800027 0.00099325665979069439 0.0006611486152220265 0.00044372149597049926 0.0010794356721712964 0.00078757036404282434 0.00081323734589699298 -1.1934391645185065e-05 0.00087099203292061297 0.00024813893534964026 0.00039169450921955123 0.00017897177334498407 0.00087519678565340612 0.00080612450034595008 0.00069386167269127046 0.00089132238398270474 0.00090690722048000522
leaf_weight=925 76 231 66 28 41 155 41 26 35 22 24 62 28 474 124 36 22 102 24 44 32 30 23 38 39 26 40 43 177 87
leaf_count=925 76 231 66 28 41 155 41 26 35 22 24 62 28 474 124 36 22 102 24 44 32 30 23 38 39 26 40 43 177 87
internal_value=0 0.000558079 0.000502425 0.000987755 0.000620386 0.000999009 0.000933653 0.000811891 0.000358486 0.000443282 0.000711136 0.00103092 0.00102373 0.000980544 0.000949023 0.000904241 0.000233564 0.000987918 0.000996997 0.000955279 0.000182193 0.00104688 9.68235e-05 0.000334196 0.000283952 0.00105243 0.00090644 0.000613445 0.000933315 0.000981105
internal_weight=0 691 615 2430 338 2335 766 107 277 165 95 1569 1507 526 725 337 112 388 498 286 90 981 55 99 77 951 81 67 301 242
internal_count=3121 691 615 2430 338 2335 766 107 277 165 95 1569 1507 526 725 337 112 388 498 286 90 981 55 99 77 951 81 67 301 242
is_linear=0
shrinkage=0.00196078


Tree=5096
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 2 4 49 0 16 13 2 133 13 15 16 130 13 16 4 11 483 1453 49 1429 484 15 51 3
split_gain=1.50504 0.355977 0.202758 0.149583 0.147389 0.142936 0.0994703 0.0769932 0.0754218 0.0825768 0.114585 0.100047 0.0753644 0.073067 0.0908044 0.0746784 0.134423 0.0768975 0.111103 0.155738 0.0720526 0.0716977 0.0705218 0.0917042 0.0805251 0.073403 0.171537 0.224857 0.0761707 0.111606
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.088105000000000003 0.092235000000000025 0.11474000000000002 -0.17966999999999997 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.059629999999999996 0.14960000000000004 0.089200000000000015 -0.059629999999999996 -0.016799999999999995 -1.0000000180025095e-35 -0.076894999999999977 -0.0034749999999999994 -0.50690499999999983 -0.0070899999999999991 0.080455000000000013 -0.070084999999999981 -0.048199999999999993 0.084075000000000025 0.084690000000000015 0.073690000000000019 -0.0063699999999999989 0.081440000000000026 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 21 20 -3 -4 10 -10 -11 -7 15 -15 17 -17 -9 -19 -20 -6 22 24 -24 -1 28 -27 -28 29 -25
right_child=1 2 8 -5 6 12 -8 13 9 11 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.013887029150385916 0.012955434997436694 0.011483453270047904 -0.0012732170978485939 0.0040466669438914823 0.016075217770412566 0.011408555744942407 0.0057075273821679644 0.0012150269466656028 0.00347202993833217 -0.0031981562694104824 0.011777506374682372 0.0052133311217110005 0.005933224372207546 0.0058380825051652461 -0.0027962723669285577 0.0086720664612948885 -0.002428444862016477 0.0057043626984774045 0.0062330783725185537 0.014794532289185251 0.010040071987974887 0.017353181982679027 0.0071259240744014594 0.01865330356069737 0.020835890412508024 0.014655132356676318 0.011571591800271439 -0.0022112149838358166 0.010771345859237216 0.012998229916297075
leaf_weight=81 90 25 31 22 27 759 39 20 46 26 26 31 26 29 21 20 24 116 43 42 74 35 30 36 21 42 29 20 149 1141
leaf_count=81 90 25 31 22 27 759 39 20 46 26 26 31 26 29 21 20 24 116 43 42 74 35 30 36 21 42 29 20 149 1141
internal_value=0 0.00706675 0.00623865 0.0122544 0.00726628 0.0123306 0.00999707 0.00614184 0.00315575 0.00422008 0.00647123 0.00137651 0.0112272 0.00571791 0.00221165 0.00637946 0.00261724 0.0071285 0.00771691 0.0104634 0.0116534 0.0128774 0.0127763 0.0125971 0.0153177 0.012713 0.00996558 0.00594596 0.0129015 0.0131712
internal_weight=0 730 640 2391 480 2369 140 340 160 129 72 57 785 315 50 265 44 221 201 85 101 1584 1549 1447 102 1417 91 49 1326 1177
internal_count=3121 730 640 2391 480 2369 140 340 160 129 72 57 785 315 50 265 44 221 201 85 101 1584 1549 1447 102 1417 91 49 1326 1177
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 4 3 14 44 1 2 2 1 4 52 0 3 15 475 52 49 160 47 16 0 11 48 0 50
split_gain=28.9437 4.55545 2.9762 2.80689 1.6869 1.55868 1.34729 1.22391 1.17704 0.881637 0.726368 0.720905 0.703755 0.384397 0.335202 0.302166 0.297731 0.26791 0.236777 0.234193 0.31154 0.265121 0.223453 0.2149 0.291217 0.2117 0.204521 0.196557 0.186613 0.215405
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.13501500000000002 0.40124500000000002 -0.022174999999999997 0.062655000000000016 0.094585000000000016 0.09253500000000002 0.17025000000000004 0.092235000000000025 0.087135000000000004 0.42051500000000003 -0.56176499999999996 -0.095504999999999993 0.30112000000000005 -0.095869999999999983 -0.08230999999999998 0.039215000000000007 -0.0097999999999999979 -1.0000000180025095e-35 0.081320000000000017 0.19444000000000003 -0.06563999999999999 1.0000000180025095e-35 0.016865000000000002 -0.073309999999999986 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 8 25 12 11 -5 14 13 -1 17 -14 18 27 -15 -17 21 -21 -16 24 -22 -3 -10 -4 -18 -30
right_child=1 2 9 10 -6 -7 -8 -9 26 -11 -12 -13 15 16 22 19 28 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010975049480481593 0.0010423306903288513 0.0010458822840017784 0.00065737520590805263 0.00094592713180504035 0.00053769641137663637 0.00070101539482624313 0.0006141816421803846 0.00056054253391156288 0.0011404601791325736 0.00074646845625949212 0.00059223142807929578 0.00013149644481369363 0.0011680392818708045 0.0010267458360443929 0.00045250751228276677 0.001137841590771488 0.0010688855967947856 0.00030743575528683259 0.00077603472652388553 0.00075753886221336709 0.0010330085907138281 0.00095752091159343139 0.00026719442815691346 0.001219303506651735 0.00080712145328326937 0.00082986951323835731 0.0013515479697121513 0.00042941649834208224 0.00081459351254804097 0.0010502080757077
leaf_weight=1088 72 53 33 34 200 48 26 42 25 22 65 52 40 28 36 40 296 23 30 28 256 284 82 21 24 26 60 26 26 35
leaf_count=1088 72 53 33 34 200 48 26 42 25 22 65 52 40 28 36 40 296 23 30 28 256 284 82 21 24 26 60 26 26 35
internal_value=0 0.000576503 0.000520134 0.00103714 0.000648257 0.00105073 0.00105801 0.000831001 0.00106307 0.000370035 0.000713703 0.000337172 0.0010543 0.00107814 0.000390647 0.00100261 0.00102737 0.000486942 0.000897068 0.000992477 0.000982991 0.000939574 0.000323731 0.00102799 0.00101365 0.000974789 0.00128946 0.000556919 0.00104853 0.000949782
internal_weight=0 667 595 2454 321 2355 2307 121 2281 274 99 252 2196 1503 200 693 415 82 58 653 613 312 118 301 280 79 85 59 357 61
internal_count=3121 667 595 2454 321 2355 2307 121 2281 274 99 252 2196 1503 200 693 415 82 58 653 613 312 118 301 280 79 85 59 357 61
is_linear=0
shrinkage=0.00196078


Tree=5098
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 4 1 1 2 4 14 14 52 48 0 15 15 15 1 4 1 0 10 0 47 3 457
split_gain=18.378 3.2339 2.08232 1.55871 1.06365 0.904937 0.573918 0.527595 0.501817 0.394669 0.377366 0.337073 0.346838 0.27428 0.258666 0.25179 0.291464 0.246986 0.256991 0.219228 0.193926 0.256921 0.421516 0.195944 0.195922 0.192649 0.17497 0.159496 0.187294 0.211468
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 0.13082500000000002 0.40473500000000007 0.086920000000000011 0.077845000000000011 0.14753000000000002 0.27834500000000006 0.062655000000000016 0.062655000000000016 -0.56176499999999996 -0.015314999999999997 -0.095504999999999993 -0.095869999999999983 -0.41942499999999994 -0.23060499999999998 0.089770000000000016 -0.16363499999999997 1.0000000180025095e-35 -0.038659999999999993 -0.38124499999999995 -0.026509999999999995 0.090100000000000013 1.0000000180025095e-35 0.098180000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 9 14 11 -6 13 -5 12 -4 -1 15 -7 -17 18 -11 -13 -18 23 -23 24 -22 -21 -8 28 -3 -30
right_child=1 2 7 10 8 6 26 -9 -10 17 -12 19 -14 -15 -16 16 20 -19 -20 25 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0008886834919552641 0.0008586493614864977 0.00037782855355637335 0.00048260642608225933 0.00078442919300216927 0.00078449047308278962 0.00095889165752706038 0.00071535597118730005 0.00052182646478152682 0.00049373935277236762 0.00086143186318502873 0.00051337486672094429 0.00030187479866321617 0.00027015011543648826 0.0010306163950293673 0.0010174447907974906 0.0005653714815052061 0.00098544055062070503 0.00084617899629732519 0.00061650638742481961 0.00022487945628224635 0.00080870460169012344 0.0008502924294810113 0.00046606399139741914 0.00098638452469983835 0.00067369456445566978 -8.1784425765957706e-06 0.00047776281193101028 0.00058682603788945604 0.00054515970579609304 0.0003234866923060404
leaf_weight=1085 76 100 40 28 74 37 22 37 33 28 67 32 113 55 22 21 21 361 40 25 506 21 23 22 45 30 26 32 78 21
leaf_count=1085 76 100 40 28 74 37 22 37 33 28 67 32 113 55 22 21 21 361 40 25 506 21 23 22 45 30 26 32 78 21
internal_value=0 0.00047707 0.000429916 0.000839466 0.000533203 0.000849483 0.000794238 0.000303882 0.00069482 0.000876454 0.000593265 0.000270283 0.000325694 0.000895531 0.000808115 0.000801498 0.000792661 0.00082576 0.000717358 0.000172835 0.000800143 0.000793836 0.000649446 0.000804924 0.000797678 9.7757e-05 0.00058666 0.000458342 0.000437681 0.000498138
internal_weight=0 691 615 2430 338 2335 766 277 107 1569 95 240 153 1140 718 696 659 429 68 87 638 617 44 573 551 55 48 231 199 99
internal_count=3121 691 615 2430 338 2335 766 277 107 1569 95 240 153 1140 718 696 659 429 68 87 638 617 44 573 551 55 48 231 199 99
is_linear=0
shrinkage=0.00196078


Tree=5099
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 4 14 1 2 2 1 1 3 43 159 15 150 1 52 0 48 52 1 0 0 4 13 1
split_gain=34.6417 5.91994 2.92184 2.67963 1.89108 1.88721 1.12208 0.991503 0.97703 0.859265 0.820083 0.654745 0.492548 0.413494 0.406652 0.469564 0.388306 0.353891 0.348253 0.332049 0.317261 0.315937 0.299464 0.272008 0.268636 0.256502 0.245113 0.240034 0.297534 0.268491
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.14122000000000004 0.40124500000000002 -0.064804999999999988 0.062655000000000016 0.092845000000000025 0.092235000000000025 0.14960000000000004 0.122715 0.089875000000000024 0.31370500000000007 -0.025214999999999998 0.082585000000000006 -0.41942499999999994 1.0000000180025095e-35 0.13075500000000004 -0.56176499999999996 -0.13843999999999998 0.086910000000000015 -0.088204999999999992 0.12656000000000003 -0.095504999999999993 0.18019500000000002 -0.013125 -0.078279999999999975 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 16 6 8 -6 10 -4 13 14 23 -1 15 24 18 -13 21 -5 -12 -3 -19 -2 -9 -15 27 -22 -29 -30
right_child=1 4 9 19 7 -7 -8 11 -10 -11 20 17 -14 25 -16 -17 -18 22 -20 -21 26 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013225221155181419 0.0013306580545815886 0.00083996913097852271 0.0011647065389737542 0.00081746477365883345 0.00088280020412109816 0.00085996429862152557 0.00087120595632814895 0.00069477444429413165 0.0014951506967741176 0.00078477719080409188 0.0013971474075988647 0.00051541056351421012 0.00095180472185264731 0.0010962610372169802 0.00039287750965520516 0.00075420123275853155 0.00062479355406848435 8.114893118747407e-05 0.00073868836840128673 0.00054457368012639435 0.0012599841340915066 0.0011162740073053007 0.00039786069808318651 0.0011398705373405994 0.00044989573749962372 0.0012637288757588283 0.0010013871019085247 0.0012745731396701136 0.001166422759715943 0.00093347310157271875
leaf_weight=1215 59 41 37 60 28 41 25 24 85 60 39 27 29 41 44 53 38 24 57 24 318 26 22 56 61 247 20 97 202 21
leaf_count=1215 59 41 37 60 28 41 25 24 85 60 39 27 29 41 44 53 38 24 57 24 318 26 22 56 61 247 20 97 202 21
internal_value=0 0.000760896 0.0012632 0.00101781 0.000629262 0.00127696 0.00128436 0.000532553 0.00128888 0.000929699 0.00128091 0.000494094 0.00118017 0.00130669 0.000557019 0.000609354 0.000798205 0.000337214 0.000851348 0.000739496 0.00122532 0.000947192 0.00023262 0.00123775 0.000519038 0.00123989 0.00121513 0.00122183 0.00118392 0.00114449
internal_weight=0 673 2448 228 445 2351 2310 283 2285 97 2200 255 144 1503 182 138 162 73 124 84 697 67 46 115 85 288 658 638 320 223
internal_count=3121 673 2448 228 445 2351 2310 283 2285 97 2200 255 144 1503 182 138 162 73 124 84 697 67 46 115 85 288 658 638 320 223
is_linear=0
shrinkage=0.00196078


Tree=5100
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 14 1 2 0 49 4 4 1 150 52 4 49 12 4 0 2 3 49 16 3 13 1 43
split_gain=32.997 5.37508 2.84402 2.262 1.78547 1.56318 1.1343 1.07946 0.819706 0.769421 0.644564 0.85243 0.611286 0.58152 0.567439 0.498415 0.489896 0.464599 0.443957 0.336916 0.419467 0.310684 0.298271 0.288563 0.27846 0.275865 0.316725 0.257519 0.236394 0.23336
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.098630000000000009 0.087735000000000021 0.062655000000000016 0.077845000000000011 0.14285500000000004 -0.10607499999999999 0.082865000000000008 -0.17966999999999997 0.0061450000000000003 0.083135000000000014 1.0000000180025095e-35 0.048770000000000008 0.41379000000000005 -0.054984999999999992 0.09141500000000001 -0.52556499999999995 -0.061629999999999997 0.087995000000000004 -0.13927999999999999 -0.0087049999999999992 -0.0094449999999999968 0.16158000000000003 -0.47860499999999995 0.11910500000000002 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 7 12 10 -4 15 11 14 -3 19 -1 23 27 24 -2 20 -12 -21 -16 -7 -8 26 -14 -6 -5 -10
right_child=1 4 8 28 16 9 17 -9 29 -11 13 -13 25 -15 22 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010936313034857021 0.00075256367966704198 0.00097081444280989028 0.0010524661590655645 0.00068969485887299489 0.0002391913208693966 0.0011765177431766706 0.0004140659324897855 0.0013665157863322426 0.00072753864164207401 0.00074798593586970948 0.0014483997050453634 0.0012675778087781592 0.0007197941330206745 0.001001111557192556 0.00092996589994141798 0.00079147001034488864 0.0004241861243202698 0.00032650887033049288 0.0010497473489376621 0.0011179686060701346 0.0011618229136697786 0.00092289896280157795 0.00066621570446181533 0.0010312576968973151 0.00065803961067302042 0.00048756836700478411 0.00049765719597108635 -2.7746112113270688e-05 0.00048016893653229676 0.00047620299034843261
leaf_weight=42 23 20 28 47 33 62 35 76 49 39 20 35 90 110 34 30 34 87 121 409 1082 34 32 346 37 51 34 24 37 20
leaf_count=42 23 20 28 47 33 62 35 76 49 39 20 35 90 110 34 30 34 87 121 409 1082 34 32 346 37 51 34 24 37 20
internal_value=0 0.000608306 0.00109854 0.000853115 0.000482876 0.00111211 0.000545848 0.00113762 0.00076951 0.0010119 0.00112795 0.00100165 0.000646072 0.00113886 0.000915465 0.0010354 0.000237909 0.000422931 0.00100228 0.00114867 0.00116702 0.001103 0.000802087 0.00105333 0.000539441 0.000608959 0.000658886 0.000126797 0.000597404 0.000654688
internal_weight=0 673 2448 228 445 2351 354 1874 97 477 1798 143 195 1655 108 438 91 159 144 1545 1102 443 66 408 72 175 124 57 84 69
internal_count=3121 673 2448 228 445 2351 354 1874 97 477 1798 143 195 1655 108 438 91 159 144 1545 1102 443 66 408 72 175 124 57 84 69
is_linear=0
shrinkage=0.00196078


Tree=5101
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 0 49 4 150 4 1 2 1 4 0 3 40 1 0 4 1 475 1 157
split_gain=52.1311 8.50334 4.14201 3.95948 3.01122 2.66695 1.9104 1.57953 1.49063 1.43819 1.22153 0.871921 1.23131 0.871181 0.730824 0.696684 0.654786 0.650376 0.6138 0.509529 0.663014 0.525639 0.473147 0.466493 0.442845 0.383337 0.379188 0.336929 0.328478 0.272019
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.14122000000000004 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 1.0000000180025095e-35 -0.15289999999999995 0.085345000000000018 0.11704500000000001 0.16175000000000003 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.077714999999999992 0.13075500000000004 -0.14454499999999995 0.063160000000000008 0.12958500000000003 -0.07550999999999998 0.11654500000000001 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 22 11 -4 26 14 12 16 19 27 -11 24 -2 -6 -13 -21 -22 -3 -5 -1 -12 -8 -7 -17 -23
right_child=1 4 8 23 18 10 9 -9 -10 15 25 13 -14 -15 -16 28 -18 -19 -20 20 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013662302026561661 0.0011381652277754708 0.00042522267469436006 0.0011299632829125227 0.0006419906626437225 0.00021285682374320839 0.0012769417480465873 0.0010167593258887425 0.0015156586950131226 0.00062052501516849713 0.0008723064292879665 0.00055819076723327818 0.0015463137464043631 0.0014036524286067562 0.001071332327650683 0.00079646245099620366 0.00055946095663019998 0.00084470172569616256 0.00075712800537254294 -0.0001594267528152822 0.0012709263082482012 0.00090992081863414337 0.0013562779542759078 0.00014967333894296019 0.00031853806009832648 0.00099978515713968689 0.00093749501611115657 0.00067650822082570953 0.0011067302592684446 0.00038170739128374771 0.0011672286731717076
leaf_weight=21 124 46 34 60 90 52 34 79 63 20 20 23 36 104 27 95 59 20 21 1286 28 34 50 24 32 21 20 319 69 210
leaf_count=21 124 46 34 60 90 52 34 79 63 20 20 23 36 104 27 95 59 20 21 1286 28 34 50 24 32 21 20 319 69 210
internal_value=0 0.000579978 0.00119616 0.000887892 0.000422215 0.00121255 0.000515199 0.00124419 0.000799091 0.000609381 0.00107472 0.00123249 0.00108819 0.00124517 0.00110792 0.000526808 0.000986798 0.00108524 0.000142425 0.0012566 0.00125232 0.00116437 0.000281707 0.000549576 0.00114498 0.000752469 0.00089074 0.00113059 0.000484674 0.00119357
internal_weight=0 673 2448 228 445 2351 334 1912 97 238 439 1833 148 1685 398 184 112 144 111 1581 1558 272 96 84 53 41 54 371 164 244
internal_count=3121 673 2448 228 445 2351 334 1912 97 238 439 1833 148 1685 398 184 112 144 111 1581 1558 272 96 84 53 41 54 371 164 244
is_linear=0
shrinkage=0.00196078


Tree=5102
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 4 14 4 123 2 4 42 474 16 52 3 0 43 160 0 12 2 0 15 3 132 14 133 1429 13
split_gain=2.20036 0.496054 0.274067 0.206081 0.184024 0.136725 0.1295 0.11939 0.110147 0.0947663 0.0946098 0.11407 0.115578 0.119778 0.0993794 0.150076 0.0941997 0.102958 0.18455 0.0946753 0.151939 0.115511 0.091278 0.123902 0.0854976 0.0803586 0.0844659 0.0913417 0.0778995 0.0765419
threshold=0.10312500000000001 -0.40967499999999996 0.13559000000000002 0.088105000000000003 0.095545000000000005 0.27044500000000005 0.062655000000000016 0.40473500000000007 0.084025000000000016 0.14960000000000004 -0.011209999999999999 -0.085874999999999993 0.088585000000000011 -0.07550999999999998 -0.56368999999999991 -0.097174999999999984 -0.076579999999999995 -0.061959999999999994 -0.072114999999999985 -0.071719999999999992 0.094835000000000017 0.089605000000000018 -0.060129999999999996 -0.040804999999999994 -0.082879999999999995 0.090440000000000006 -0.46413499999999996 0.089200000000000015 0.087865000000000013 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 25 5 6 16 -5 9 10 11 -6 13 -13 -15 -16 28 18 -18 20 -19 -21 23 -12 -20 26 -3 -28 -1 -4
right_child=1 2 29 7 8 -7 -8 -9 -10 -11 22 12 -14 14 15 -17 17 19 24 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.015579697283467401 0.015402564484522575 0.013942914278734298 0.002442549151107054 0.014051401393828534 0.020421784945896693 0.0072183134832552497 0.019429515425518559 0.0075739700517549026 0.0076112544605028672 0.0076497888479095241 0.012173751746897825 0.020070913383880489 0.021100737640391228 0.01907104350950407 0.0064047003869672076 0.013525185727426229 0.0021491183340549467 0.0046671253716522188 0.016410224729528033 0.019577867217298789 0.0152171881891094 0.012326573780072589 0.0069432972378476905 0.018866511556552723 0.0092457860437852712 0.0014277042288865364 0.0080860727031392115 0.002875585474360448 0.010803480544127525 0.0066335444621792115
leaf_weight=1403 90 21 106 93 35 21 74 41 33 26 204 26 23 23 37 148 20 20 36 59 43 35 27 32 31 21 245 39 35 74
leaf_count=1403 90 21 106 93 35 21 74 41 33 26 204 26 23 23 37 148 20 20 36 59 43 35 27 32 31 21 245 39 35 74
internal_value=0 0.00845117 0.00747363 0.00876811 0.0147237 0.0152394 0.0153353 0.0120695 0.0132312 0.0135504 0.0138268 0.015066 0.0143366 0.0136717 0.0128718 0.0121011 0.0151552 0.0133384 0.010579 0.0148676 0.011868 0.0168779 0.0124511 0.0130812 0.0130953 0.0074111 0.00782307 0.00737055 0.0154634 0.00416551
internal_weight=0 730 640 460 2391 1777 1756 134 614 581 555 292 257 234 208 185 1682 244 87 157 63 94 263 236 67 326 305 284 1438 180
internal_count=3121 730 640 460 2391 1777 1756 134 614 581 555 292 257 234 208 185 1682 244 87 157 63 94 263 236 67 326 305 284 1438 180
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=31
num_cat=0
split_feature=1 4 123 150 44 4 2 2 40 3 2 4 1 4 4 0 1 0 1210 0 42 3 16 13 483 160 4 4 42 39
split_gain=1.78451 0.273919 0.239229 0.171084 0.144401 0.158992 0.127938 0.117364 0.115714 0.110587 0.0874602 0.0943127 0.123087 0.424341 0.179166 0.151549 0.0886693 0.0984285 0.0961965 0.0833894 0.136555 0.402733 0.0954121 0.1093 0.0914692 0.0816133 0.0804874 0.0798448 0.0791658 0.0838433
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.084680000000000019 1.0000000180025095e-35 0.36766000000000004 0.25063000000000007 0.14285500000000004 0.0046150000000000002 0.10893000000000001 0.088850000000000012 -0.49405499999999997 0.08864000000000001 -0.14098499999999997 0.0012600000000000003 -0.019414999999999998 0.091535000000000019 -0.073309999999999986 -0.15347999999999998 -0.085669999999999982 0.083995000000000014 -0.086869999999999989 -0.077589999999999978 -0.017449999999999997 0.097880000000000009 -0.14580499999999996 -0.011559999999999999 -0.074729999999999977 -0.0060199999999999993 0.084780000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 8 -3 -2 9 10 16 -12 15 -14 -15 -13 18 -18 -1 24 22 -22 23 -21 -20 -23 -24 -19 -4 -30
right_child=1 6 28 -5 -6 -7 -8 -9 -10 -11 11 12 13 14 -16 -17 17 27 19 20 21 25 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.02076955006822296 0.011561664274811527 0.0052109653900787459 0.014103418288075112 0.0051531024958665784 0.020037170163085385 0.007698830928375873 -0.0024313408667997766 0.0044643571255383666 0.0067797740783404423 0.0080836482441578161 0.015685983815917164 0.013119165216525128 0.017445454373955727 -0.0042093327946283602 0.0087040966110570103 0.007386899058593019 0.013197868724058604 0.0032371817529201507 0.014821774936236796 0.0063436204660683865 -0.0012091642893526865 0.01843183554061081 0.018705050078789136 0.014117480361083937 0.021403505128215664 0.012022936130293378 0.0121745152361691 0.01196732751347802 0.0021835787383758503 0.0090852247513830663
leaf_weight=23 170 251 22 82 31 52 24 27 27 39 99 785 31 22 21 49 176 20 525 20 23 23 77 189 22 146 25 22 23 75
leaf_count=23 170 251 22 82 31 52 24 27 27 39 99 785 31 22 21 49 176 20 525 20 23 23 77 189 22 146 25 22 23 75
internal_value=0 0.00678371 0.0130417 0.00899131 0.0132555 0.0131685 0.004544 0.0105889 0.0132888 0.013364 0.0134536 0.0127551 0.0124356 0.00852689 0.00209723 0.0127824 0.0139985 0.0121599 0.014372 0.0142319 0.0133026 0.0112056 0.0145972 0.0133736 0.0150865 0.0128952 0.0171044 0.00781012 0.00868241 0.00746545
internal_weight=0 554 2567 279 2447 2416 275 197 2364 2337 2298 1007 908 74 43 834 1291 218 1073 1050 503 192 311 209 547 169 102 42 120 98
internal_count=3121 554 2567 279 2447 2416 275 197 2364 2337 2298 1007 908 74 43 834 1291 218 1073 1050 503 192 311 209 547 169 102 42 120 98
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 3 2 14 47 2 1 3 132 150 1 2 2 3 1 13 12 4 3 1 2 3 0 48 131 4
split_gain=26.139 4.29253 2.80153 2.21667 1.79142 1.53071 1.3816 0.744379 0.739441 0.715618 0.646054 0.466059 0.652307 0.459851 0.448264 0.809663 0.311155 0.400519 0.333887 0.274258 0.267526 0.257944 0.357566 0.227252 0.225794 0.220648 0.208426 0.207716 0.205525 0.204694
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.022174999999999997 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.077845000000000011 0.31370500000000007 0.10365500000000001 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.14753000000000002 0.076840000000000006 0.13146500000000003 -0.47860499999999995 0.087695000000000009 -0.49013999999999996 0.090900000000000009 0.11507500000000002 -0.0091949999999999983 -0.13927999999999999 -0.036484999999999997 0.091840000000000019 0.09031500000000002 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 6 5 23 7 14 11 13 -5 16 19 25 20 24 17 18 -4 -13 21 -1 -23 -3 -16 -8 -20 -22 -2 -11
right_child=1 2 8 10 -6 -7 9 -9 -10 29 -12 12 -14 -15 15 -17 -18 -19 26 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012294942920777808 0.0010863902098706074 0.0010886988058394077 0.00057058094871502993 0.00096409627045987369 0.00052522402559537177 0.00051010056839419595 0.0010694136764149661 0.0012294163506466537 0.00063659485554131399 0.00053151306495362641 0.00061095657086983834 0.00022574377354464027 0.00046434627458183473 0.00071017279271401608 0.00080554887195072517 0.00060983849336049387 0.00024526722774424362 0.00068039200177379686 0.00019445854617938975 -4.8694877913978255e-05 0.0010272474616798229 0.001069454571189582 0.00082631768427448335 0.0008783526535067743 0.0010079912103239401 0.0009423364138989159 0.00041379500809480684 0.00090450626307439768 0.00086791085261924599 0.00080868508823278573
leaf_weight=37 49 40 27 28 207 39 62 76 34 20 69 28 26 30 23 23 42 22 31 28 616 749 24 39 268 344 36 58 25 21
leaf_count=37 49 40 27 28 207 39 62 76 34 20 69 28 26 30 23 23 42 22 31 28 616 749 24 39 268 344 36 58 25 21
internal_value=0 0.00056705 0.00051201 0.00100337 0.000635135 0.000827946 0.00101536 0.00103934 0.000365967 0.000921143 0.000712894 0.000327628 0.000207687 0.000944432 0.0010313 0.000963999 0.000389876 0.000442234 0.000386495 8.85244e-05 0.00104555 0.00106956 0.00106191 0.000984857 0.000991991 0.000961742 0.000312311 0.00101669 0.00101258 0.000673479
internal_weight=0 673 599 2448 325 118 2351 1874 274 477 97 240 82 436 1798 314 158 116 94 56 1484 810 773 79 291 406 67 674 74 41
internal_count=3121 673 599 2448 325 118 2351 1874 274 477 97 240 82 436 1798 314 158 116 94 56 1484 810 773 79 291 406 67 674 74 41
is_linear=0
shrinkage=0.00196078


Tree=5105
num_leaves=31
num_cat=0
split_feature=1 3 1 2 0 4 14 4 2 1 15 0 15 16 15 14 150 1 16 11 51 3 15 16 12 124 0 3 124 481
split_gain=1.62254 0.392889 0.166241 0.152569 0.144047 0.122467 0.116661 0.113467 0.128357 0.114569 0.140363 0.112689 0.144983 0.147859 0.0974629 0.089218 0.0874787 0.0964391 0.0820285 0.0818832 0.166482 0.0935483 0.0787624 0.119132 0.0762677 0.0720878 0.090786 0.069219 0.0685073 0.0656692
threshold=0.10124500000000002 -0.053259999999999995 0.11669000000000002 0.11474000000000002 0.22582000000000002 -0.064804999999999988 0.062655000000000016 0.033845000000000007 0.13913500000000004 0.083345000000000016 -0.093244999999999981 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 -0.41942499999999994 -0.10708499999999999 0.116995 0.16773500000000005 -0.44310499999999992 0.084110000000000004 -0.047599999999999996 -0.088494999999999976 0.024640000000000006 -1.0000000180025095e-35 -0.086254999999999984 -0.076779999999999987 -0.097734999999999989 -0.14477499999999996 -0.087144999999999986 0.11290000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 15 14 6 -4 7 8 11 18 -11 12 -1 -14 -2 -3 17 -7 -9 21 -21 -16 23 24 28 -13 -27 -5 -17 -28
right_child=1 2 5 27 -6 16 -8 9 -10 10 -12 25 13 -15 19 22 -18 -19 -20 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.015328649219510885 0.0055775251209168979 0.013991653114291175 0.010358369768073318 0.0086090821521356709 0.0042034162045456475 0.0045494486824446904 0.016277081366586552 0.014507750874119147 0.0049078373488737267 0.010514306277036667 0.00056984697743742304 0.0085720533559865818 0.00263739647246742 0.012648162841796876 0.0055906925648450852 0.0090698414570873683 -0.0029576665541389958 -0.0027103767509106549 0.010617316618200413 0.011506680121076191 0.022710333392024041 0.012403498822207509 0.01258966847444358 -0.00016650909674353898 0.0093807503834916622 0.018055771457913674 0.01319629435084194 0.0021645977972075347 0.0018054267145035899 0.0084766665341643004
leaf_weight=29 23 21 28 50 20 215 89 77 20 40 22 34 36 25 25 21 20 20 183 36 21 104 23 24 83 38 1705 25 34 30
leaf_count=29 23 21 28 50 20 215 89 77 20 40 22 34 36 25 25 21 20 20 183 36 21 104 23 24 83 38 1705 25 34 30
internal_value=0 0.00737179 0.00565368 0.0103301 0.0126539 0.00408058 0.0127265 0.0125853 0.0128771 0.0108484 0.00698563 0.0129611 0.00950757 0.00674017 0.0117185 0.00781478 0.00339126 0.00393159 0.0117695 0.0124779 0.0156343 0.0110832 0.00711362 0.00633616 0.00746705 0.0131331 0.0132206 0.00646092 0.00457911 0.0131147
internal_weight=0 773 489 284 2348 283 2328 2239 1917 322 62 1897 90 61 209 206 255 235 260 186 57 129 185 162 138 1807 1773 75 55 1735
internal_count=3121 773 489 284 2348 283 2328 2239 1917 322 62 1897 90 61 209 206 255 235 260 186 57 129 185 162 138 1807 1773 75 55 1735
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 4 2 4 14 2 1 49 123 52 1 2 40 1 14 50 15 1 2 15 4 43 16 15
split_gain=22.7582 3.97405 1.92007 1.81073 1.57273 1.07329 0.977596 0.894669 0.884303 0.892861 0.807092 0.586529 0.547837 0.391934 0.38614 0.297671 0.314937 0.347701 0.268429 0.24131 0.23198 0.219118 0.242584 0.22083 0.182437 0.179787 0.166784 0.197094 0.18476 0.163482
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.089775000000000008 0.077845000000000011 -0.054984999999999992 0.10695000000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.077714999999999992 0.091195000000000012 -0.23083499999999998 0.041865000000000006 -0.089964999999999976 0.14699000000000004 0.11411 0.094035000000000007 0.0052350000000000009 0.064745000000000011 -0.12029499999999999 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 7 18 10 -8 -10 11 19 -5 -2 20 -13 26 -18 -3 -1 -11 22 23 -6 -4 -12 27 -17 -28 -26
right_child=1 4 24 12 21 -7 8 -9 9 14 25 15 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 29 -27 28 -29 -30 -31
leaf_value=0.00089275151826645038 0.00054777089485082944 0.00033011149838846527 0.00052903824751509817 0.0008066512049496674 0.00028070899493554059 0.00056230348886410686 0.00077100869170785723 0.00046506122023584373 0.00072261378956059723 0.00054020760224736267 0.0011239597487225068 0.00097424012175228189 0.00048006273640381305 0.0008209939748140807 0.00011340092170207886 0.0008557247329007352 0.0004815799497760267 0.00078413813338414117 0.00012371779067040073 0.00082109946493443562 0.00036013641194371942 0.00027871192889470682 -0.00011887842598853826 2.5515767629258334e-05 0.00044048818293014358 0.00093821929457840367 0.00083924923267434618 0.00075558511278681767 0.00072856572411401802 0.00022412050157493235
leaf_weight=1106 24 47 31 28 22 48 30 22 31 34 51 43 67 127 21 423 23 40 50 216 144 23 21 32 29 33 100 92 138 25
leaf_count=1106 24 47 31 28 22 48 30 22 31 34 51 43 67 127 21 423 23 40 50 216 144 23 21 32 29 33 100 92 138 25
internal_value=0 0.000438403 0.000644873 0.00084168 0.000331311 0.000852476 0.00039171 0.000858567 0.000454382 0.000413083 0.000862389 0.000855125 0.00057632 0.000777568 0.000364865 0.000815235 0.000806856 0.00067368 0.000223723 0.000881044 0.000394532 0.000111286 5.99421e-05 0.000129483 0.000409145 0.00105099 0.000817998 0.000837836 0.000775071 0.000340318
internal_weight=0 691 236 2430 455 2335 357 2287 260 230 2265 2181 95 151 199 859 816 63 97 1322 178 98 75 54 85 84 753 515 238 54
internal_count=3121 691 236 2430 455 2335 357 2287 260 230 2265 2181 95 151 199 859 816 63 97 1322 178 98 75 54 85 84 753 515 238 54
is_linear=0
shrinkage=0.00196078


Tree=5107
num_leaves=31
num_cat=0
split_feature=1 1 457 2 43 9 0 14 45 0 1 4 3 2 10 34 2 4 15 0 0 12 0 12 159 3 3 52 48 52
split_gain=1.45832 0.355544 0.27262 0.19805 0.142704 0.133592 0.120159 0.101609 0.102123 0.139053 0.183489 0.121547 0.114227 0.0952163 0.0949507 0.120519 0.125762 0.118317 0.0979147 0.112172 0.0935799 0.135531 0.0851054 0.101935 0.0844954 0.0830385 0.0824625 0.0773478 0.0720403 0.0984378
threshold=0.10124500000000002 0.12408500000000001 0.079590000000000008 0.10672500000000001 -0.070064999999999975 -1.0000000180025095e-35 0.22582000000000002 0.062655000000000016 0.081955000000000014 -0.10607499999999999 0.083135000000000014 0.022185000000000003 -0.020429999999999997 0.13093500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12358500000000001 -0.059649999999999988 -0.41942499999999994 -0.075684999999999988 -0.019414999999999998 -0.081419999999999979 -0.23091999999999999 -0.089199999999999988 0.089030000000000012 0.11924500000000002 0.0022600000000000003 0.11808500000000001 0.090720000000000009 0.13140000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 7 8 9 10 27 13 -12 28 20 -16 -17 -18 19 -19 21 -3 -4 -24 25 26 -6 -1 -11 -30
right_child=1 14 22 4 24 -7 -8 -9 -10 11 12 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.013673380350823369 0.0050886604057338372 0.0087958382384385921 0.0085503969385865193 0.0031418499056854402 0.010160112285834308 0.012756979492260144 0.004210253604687751 0.015308227707119135 0.018642494057051161 0.012584784333809763 -0.00028615207305516713 0.0097716118143407974 0.0079745661161307792 0.0054462203846378544 -0.0016666274538020725 0.0098901690032076224 0.010877342246796776 0.0021781329426448794 0.00064797291660384428 0.012225775048136711 -0.0042756335080965709 -0.0018316036711136501 0.0065935421912443077 -0.0022192271474549283 0.0048577272249127022 0.0063611226348096843 0.017463613187216901 0.007385293967448749 0.011548674435162509 0.0052028098950783414
leaf_weight=79 26 24 21 57 52 180 20 89 22 1627 22 211 70 20 23 58 23 25 69 20 23 24 21 35 36 34 22 26 132 30
leaf_count=79 26 24 21 57 52 180 20 89 22 1627 22 211 70 20 23 58 23 25 69 20 23 24 21 35 36 34 22 26 132 30
internal_value=0 0.00692062 0.00857785 0.00961014 0.00737695 0.0117891 0.0119283 0.0119946 0.0118629 0.0117956 0.00925959 0.0120429 0.00599918 0.0123078 0.00414518 0.00517961 0.00598712 0.00433473 0.00301473 0.00664375 0.000969043 0.00348212 0.00312143 0.00108556 0.00905334 0.0104519 0.0123314 0.0121163 0.0123845 0.0103735
internal_weight=0 773 484 407 201 206 2348 2328 2239 2217 197 2020 92 1809 289 218 195 137 114 45 71 48 77 56 144 108 74 105 1789 162
internal_count=3121 773 484 407 201 206 2348 2328 2239 2217 197 2020 92 1809 289 218 195 137 114 45 71 48 77 56 144 108 74 105 1789 162
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 4 132 10 14 16 14 0 3 40 11 16 3 43 3 160 43 400 49 16 0 474 16 16 0 151
split_gain=1.18124 0.294366 0.214667 0.159398 0.24939 0.127676 0.121257 0.114897 0.104458 0.12737 0.109121 0.0982519 0.0909124 0.0889696 0.0860344 0.127028 0.177816 0.124905 0.108159 0.0883804 0.0845333 0.0788856 0.0784061 0.073596 0.0723848 0.0837998 0.0671848 0.0653929 0.062072 0.0687495
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 -0.050494999999999991 0.10613500000000002 0.069930000000000006 -0.47013499999999991 -1.0000000180025095e-35 -0.10708499999999999 0.18019500000000002 0.42240500000000009 -0.077474999999999988 1.0000000180025095e-35 0.013515000000000001 -0.11171999999999999 -0.15879999999999997 0.092670000000000016 0.05259500000000001 0.0061450000000000003 -0.064794999999999978 0.12497000000000001 -0.016164999999999995 -0.084384999999999988 0.081755000000000008 0.10246000000000001 0.51222500000000004 -0.10011499999999998 -0.033849999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 13 -5 12 -6 -7 10 -10 14 -4 -2 15 18 -17 -16 20 -20 -1 -22 24 -19 26 -26 -18 -24 29 -12
right_child=1 -3 6 5 7 8 -8 -9 9 -11 28 -13 -14 -15 17 16 22 23 19 -21 21 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011517047445490987 0.0056986644891800272 0.012615475975061683 0.0015231070620107599 0.010359902294677389 0.010991711180429862 0.011004710898158097 0.0073173504967529047 0.0045375386126000781 0.011257266034574612 -0.00071893703977177626 0.0027723542895534488 0.0048472001766120751 -0.0061921997228637339 -0.0018359932489693165 0.0077694857320360217 0.00015673247121629261 0.0026916710700353851 0.012284741442547077 0.0020680257293861359 0.010650001922234273 0.015030741711738162 0.0092940011300910296 0.0032565731230671659 0.017913878583931366 0.0098237087146731336 0.013751874681444129 0.0096491463402552276 0.01029504687229002 0.0015282284249598674 0.0073351333957462992
leaf_weight=1380 42 66 56 38 168 21 26 33 23 53 61 28 21 25 30 21 23 45 24 24 26 307 33 48 231 71 35 22 68 72
leaf_count=1380 42 66 56 38 168 21 26 33 23 53 61 28 21 25 30 21 23 45 24 24 26 307 33 48 231 71 35 22 68 72
internal_value=0 0.00622855 0.00563232 0.00635189 0.00817086 0.00490105 0.00141271 0.00993207 0.00420495 0.00368944 0.0047325 0.0107355 -0.000581068 0.00288723 0.0108065 0.0106624 0.00913426 0.0133802 0.0110408 0.00635901 0.011172 0.00974191 0.00958855 0.0151901 0.0101258 0.0107472 0.00689015 0.00607196 0.00398588 0.00524243
internal_weight=0 773 707 604 268 336 103 201 298 277 224 2348 77 67 2320 2197 436 123 1761 48 1713 333 415 93 360 302 58 55 201 133
internal_count=3121 773 707 604 268 336 103 201 298 277 224 2348 77 67 2320 2197 436 123 1761 48 1713 333 415 93 360 302 58 55 201 133
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 39 4 4 1 0 15 0 4 4 49 52 4 12 16 49 3 49 16 1 50 16 13 157
split_gain=24.9414 4.27746 2.09128 1.70728 1.43396 1.23337 0.883278 0.871641 0.83176 0.692311 0.642989 0.4217 0.531607 0.517172 0.408356 0.393656 0.388102 0.364284 0.342314 0.356045 0.297333 0.398402 0.283491 0.276637 0.266482 0.238638 0.225915 0.207356 0.204072 0.196122
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.062655000000000016 0.087735000000000021 0.033845000000000007 -0.17966999999999997 0.077845000000000011 -0.11173999999999999 -0.098289999999999975 -0.079119999999999982 0.41379000000000005 0.27834500000000006 -0.054984999999999992 0.048770000000000008 -0.49013999999999996 0.08401500000000002 -0.018494999999999998 -0.052259999999999994 0.11658 -0.0087049999999999992 -0.10850999999999998 0.13075500000000004 0.083640000000000006 -0.039889999999999988 -0.47860499999999995 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 8 9 11 -3 -4 12 -1 29 23 24 -2 28 26 -20 22 -22 -11 -9 -10 -5 -15 -14 -6 -13
right_child=1 4 10 25 17 -7 -8 14 15 20 -12 13 27 18 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010965731267198096 0.00063360105819347328 0.00088001227076040867 0.00090947247394660606 0.00058003125732632274 0.00019592138692632591 0.00064565824661282144 0.0011605863700282562 0.00034218844902866023 0.00093382245491234646 0.00067312745627667826 0.00055565675796888044 0.00083575037483209799 0.0006485847572914005 0.00098675025641119761 0.0002675245251319337 0.00060572631477831518 0.00090548516467837102 0.00035231243961328487 0.00072166834996449138 0.00092383233853035899 0.0006062413153276778 0.00027304171526801606 0.00048403932444271252 0.00058536212506373852 0.00080938105446725847 0.000349229795963266 0.00121026789607788 0.00087974488486846291 -4.1705787066199813e-05 0.0010047924224609284
leaf_weight=22 24 22 28 61 33 48 84 35 149 54 67 27 37 101 87 22 127 34 36 481 22 37 70 37 119 24 21 25 24 1163
leaf_count=22 24 22 28 61 33 48 84 35 149 54 67 27 37 101 87 22 127 34 36 481 22 37 70 37 119 24 21 25 24 1163
internal_value=0 0.000522939 0.000945116 0.000737146 0.000411834 0.000956719 0.000963247 0.000466872 0.000955723 0.000551374 0.000659939 0.000970557 0.000834713 0.000976796 0.000357922 0.000857869 0.000862272 0.000191682 0.000931801 0.000909755 0.000511866 0.000397286 0.000566384 0.000467153 0.000878567 0.000514864 0.00102522 0.000741794 9.58678e-05 0.00100096
internal_weight=0 691 2430 236 455 2335 2287 364 2203 205 95 1913 84 1829 159 290 151 91 639 517 183 59 124 72 268 85 122 62 57 1190
internal_count=3121 691 2430 236 455 2335 2287 364 2203 205 95 1913 84 1829 159 290 151 91 639 517 183 59 124 72 268 85 122 62 57 1190
is_linear=0
shrinkage=0.00196078


Tree=5110
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 47 1 2 2 4 52 1 457 43 0 0 3 16 15 14 49 475 1420 12 47 14
split_gain=61.6459 9.2682 6.27419 5.25503 3.57871 3.0955 2.69776 1.90261 1.81169 1.77026 1.71909 1.49704 1.04608 0.814603 0.797041 0.720717 0.53317 0.584371 0.503301 0.492501 0.411618 0.81934 0.398406 0.380298 0.354051 0.35203 0.358545 0.348303 0.332781 0.409762
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.090425000000000019 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.091195000000000012 0.080930000000000016 -0.018859999999999998 -0.026509999999999995 0.18019500000000002 0.090900000000000009 0.083160000000000026 -0.41942499999999994 -0.41790499999999997 -0.054319999999999993 -0.088274999999999978 -0.083604999999999985 0.095780000000000018 0.090100000000000013 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 8 -6 11 12 -5 15 13 -4 -13 20 19 -18 -7 27 25 -22 -14 -15 -12 -1 -27 -16 29 -3
right_child=1 2 9 10 7 18 -8 -9 -10 -11 24 14 22 23 16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014600324216947774 0.0015650403299735467 0.0010487470174626887 0.00086642117677804297 0.001471555299171802 0.0014731488975824093 0.0013008849439667719 0.00095766892665112178 0.00088420342775731304 0.0018737388279765946 0.00098910039862312835 0.0010656088779679356 0.0017664302569216171 0.00053061969948055992 0.000759874275136812 0.0015574123001112234 0.0015186458774933628 0.0015173170817833321 0.001043321493209577 0.00089792099670362336 0.0012093103779297247 0.0011650256432738958 0.0017262826421681574 0.00025545273725907923 0.00048175552770853252 0.00077587529960348219 0.0019146319171961617 0.0016496296527283229 0.0014693718049322466 0.0010339156545773902 0.00078345957717906682
leaf_weight=37 69 26 40 34 71 22 26 30 85 37 34 46 32 24 421 220 20 20 26 20 20 20 55 89 31 20 1059 293 33 161
leaf_count=37 69 26 40 34 71 22 26 30 85 37 34 46 32 24 421 220 20 20 26 20 20 20 55 89 31 20 1059 293 33 161
internal_value=0 0.000884599 0.000806087 0.00155685 0.000992658 0.00157545 0.0015857 0.00129821 0.00159286 0.000589879 0.0011143 0.00158199 0.000528333 0.000625948 0.00151567 0.00162151 0.00150077 0.00128032 0.00108261 0.00151278 0.00164109 0.00144565 0.000356664 0.000540825 0.000927428 0.00164809 0.00165454 0.00152128 0.00085238 0.000820344
internal_weight=0 667 598 2454 321 2355 2307 101 2281 277 99 2196 240 153 820 1376 774 40 48 734 1156 40 87 113 65 1116 1079 714 220 187
internal_count=3121 667 598 2454 321 2355 2307 101 2281 277 99 2196 240 153 820 1376 774 40 48 734 1156 40 87 113 65 1116 1079 714 220 187
is_linear=0
shrinkage=0.00196078


Tree=5111
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 4 1 2 12 4 475 131 2 157 150 160 2 16 52 2 49 4 3
split_gain=32.0922 5.22945 3.11224 2.68556 1.863 1.54178 1.06219 1.03849 0.884047 0.796724 0.736908 0.690691 0.491637 0.479074 0.58006 0.38483 0.446042 0.346633 0.316492 0.399623 0.309079 0.30547 0.270535 0.259854 0.255914 0.249243 0.300624 0.372446 0.244836 0.237223
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.077845000000000011 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.090425000000000019 0.090285000000000018 -0.51843499999999987 -0.066784999999999983 0.082750000000000004 0.31358000000000003 -0.08107499999999998 1.0000000180025095e-35 -0.067824999999999983 -0.0091949999999999983 0.19444000000000003 -0.024714999999999997 0.11144000000000001 -0.007794999999999999 -0.0070899999999999991 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 11 13 28 -5 17 12 -4 15 23 16 -1 -7 19 -13 -17 -19 -14 -15 -22 -3 -27 -28 -6 -24
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 18 22 14 -16 20 -18 21 -20 -21 24 -23 29 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014839411395437577 0.0011388874690599117 0.00055324903523790213 0.00066732217456120949 0.0010871442269627786 0.0012059390355927356 0.0012168766697517527 0.00074885143761715066 0.0013896349409757401 0.0006062866861207617 0.00069329576757399896 0.00081029881638006054 0.00029181686058069739 0.00059563384120624901 0.00090838514692754418 0.00083603793065959635 0.00089187392500602236 0.0011884133774918561 0.0010598238156187038 0.00048674298012081315 -2.8904389188277955e-05 0.0011521560077674842 0.00080972941373200972 0.00046281241687729229 0.0011349462245121547 0.00098082055221743593 0.00079962156391611284 0.00038887406389644856 0.00069236285430477403 0.00096686506358008685 0.0002479008948841297
leaf_weight=20 76 108 39 28 23 52 37 79 24 67 48 59 23 21 31 21 1077 307 20 20 356 20 39 266 37 50 22 53 58 40
leaf_count=20 76 108 39 28 23 52 37 79 24 67 48 59 23 21 31 21 1077 307 20 20 356 20 39 266 37 50 22 53 58 40
internal_value=0 0.000653655 0.000593692 0.00113254 0.000719965 0.00114569 0.000439611 0.00116953 0.000936816 0.000809377 0.00103919 0.000391937 0.000480077 0.00116002 0.00109085 0.00117458 0.0011938 0.00106817 0.000266404 0.000210622 0.00112364 0.00104453 0.000408483 0.00111837 0.00113603 0.000622242 0.000681852 0.000603339 0.00103475 0.000353996
internal_weight=0 691 615 2430 338 2335 277 1908 105 95 427 240 141 1829 318 1511 1097 379 99 79 414 327 102 287 393 233 125 75 81 79
internal_count=3121 691 615 2430 338 2335 277 1908 105 95 427 240 141 1829 318 1511 1097 379 99 79 414 327 102 287 393 233 125 75 81 79
is_linear=0
shrinkage=0.00196078


Tree=5112
num_leaves=31
num_cat=0
split_feature=1 1 457 16 2 3 2 150 3 3 1 123 14 11 52 11 0 16 1 484 160 0 1456 51 51 51 12 0 12 160
split_gain=1.53548 0.363635 0.246828 0.185752 0.19077 0.122785 0.118958 0.100571 0.0988628 0.144229 0.0948348 0.12115 0.113608 0.0911053 0.0885949 0.0894105 0.0798265 0.103608 0.0790584 0.108282 0.210677 0.086139 0.079039 0.0774767 0.0824855 0.0761697 0.0800641 0.0758705 0.0821536 0.0753269
threshold=0.10124500000000002 0.12408500000000001 0.079590000000000008 0.40020000000000006 0.10252500000000002 -0.014944999999999998 0.093320000000000014 0.11156000000000001 0.0022600000000000003 0.11658 0.14860500000000001 0.11679000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 -0.019414999999999998 -0.25582999999999995 0.080270000000000022 0.062030000000000009 -0.082299999999999984 -0.14454499999999995 -1.0000000180025095e-35 0.078435000000000019 0.089355000000000004 -0.031924999999999995 -0.10022999999999999 -0.23091999999999999 -0.089199999999999988 0.0030550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 13 -6 -10 11 12 -3 18 15 -15 17 -12 21 22 -21 -1 -20 -24 -25 -14 -27 -4 -29 -8
right_child=1 10 27 -5 8 -7 29 -9 9 -11 16 -13 25 14 -16 -17 -18 -19 19 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.019610499466458958 0.013283493981829712 0.010533742176915479 0.0088097368078749808 0.013576443772993541 0.0044688606642804447 0.0057747831235506709 0.010674694106577322 0.0082421276148686076 0.015291905732682118 0.0061987467905295635 -0.00091269670731642044 -0.0016440643442117355 0.010310696183957836 0.023773280866444112 0.010676565268076957 0.015346985721193694 -0.0032275355707567471 0.0090320809278637178 0.016870178356218866 0.012970545155734854 -6.7107972096313137e-06 0.013139424892122886 0.012330816666541667 0.0031503141112625603 0.011766401413828134 0.0091716726407563946 0.0027808441026527957 0.0067062797734425183 -0.0012053099753601211 0.013134885304118793
leaf_weight=21 98 46 21 101 101 28 537 47 26 53 22 22 22 20 20 34 26 20 34 29 22 1006 371 20 25 24 107 21 35 162
leaf_count=21 98 46 21 101 101 28 537 47 26 53 22 22 22 20 20 34 26 20 34 29 22 1006 371 20 25 24 107 21 35 162
internal_value=0 0.00719969 0.00887567 0.00985792 0.00863057 0.0116149 0.0123381 0.0128015 0.00654154 0.00919143 0.00439285 0.00539769 0.00617617 0.0129353 0.0163621 0.0184678 0.00112715 0.00382291 0.0127693 0.0117395 0.00737251 0.0132717 0.0122344 0.0118555 0.00793703 0.00486605 0.00395168 0.00368377 0.00176154 0.0112449
internal_weight=0 773 484 407 306 126 2348 1649 180 79 289 221 199 1602 74 54 68 42 1528 501 51 1027 450 416 45 153 131 77 56 699
internal_count=3121 773 484 407 306 126 2348 1649 180 79 289 221 199 1602 74 54 68 42 1528 501 51 1027 450 416 45 153 131 77 56 699
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=31
num_cat=0
split_feature=1 3 3 3 132 1 4 16 12 4 1 15 2 16 0 2 1 47 3 0 2 0 132 51 40 0 4 13 16 1455
split_gain=1.24374 0.300768 0.141359 0.153025 0.13091 0.135204 0.114229 0.123383 0.105902 0.105418 0.11178 0.126059 0.11952 0.105331 0.149961 0.104014 0.0869254 0.0890836 0.0840304 0.0920274 0.0837225 0.0813489 0.0728345 0.069904 0.089692 0.0878659 0.0802261 0.069481 0.0647099 0.0690995
threshold=0.10124500000000002 -0.053259999999999995 0.31370500000000007 0.076840000000000006 -1.0000000180025095e-35 0.13075500000000004 -0.029144999999999997 -0.008904999999999998 -0.42850999999999995 0.042705000000000007 0.083345000000000016 -0.093244999999999981 0.087955000000000019 -0.51370499999999997 -0.14226499999999997 0.13913500000000004 0.13146500000000003 0.10648500000000001 0.10299500000000002 -0.019414999999999998 0.15950500000000004 -0.057069999999999989 0.078465000000000021 -0.13782999999999998 -0.083394999999999983 -0.089604999999999976 -0.043364999999999994 -0.0072999999999999992 -0.44310499999999992 0.068185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 16 -2 22 -5 13 -4 15 12 -12 -11 -8 -15 18 17 27 23 -20 -10 -18 -6 25 -25 -1 -27 -3 -14 -30
right_child=1 2 8 6 5 -7 7 -9 20 10 11 -13 28 14 -16 -17 21 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.018218888268422554 0.0014701181623552528 0.0060205277942418671 0.0061545140262959262 0.013312086504759332 0.011361195805390405 0.0043212190861231644 0.0050712810065467948 0.00086824338607214126 0.0018112188594861202 0.017778303362429144 0.0091235821205191327 -4.3723332540442544e-05 0.01224043320075402 0.017632989812156427 0.0064443905688822273 0.0041965398169122635 -0.0021084375030477535 0.011446093149821868 0.0027521815454668325 0.01190829784387634 -0.0056891983491368595 0.0045736375191297975 0.0061373586435952499 0.0051903083171371536 0.011474190268459805 0.0154945464235627 0.0089481106995103459 0.0010226652587358004 0.0076925151563337901 0.012920702062547208
leaf_weight=34 21 97 35 35 192 40 45 27 46 20 40 24 72 23 25 20 35 22 23 21 22 38 31 23 1828 36 39 39 137 31
leaf_count=34 21 97 35 35 192 40 45 27 46 20 40 24 72 23 25 20 35 22 23 21 22 38 31 23 1828 36 39 39 137 31
internal_value=0 0.00647972 0.00497647 0.00585475 0.00906806 0.00967474 0.00828543 0.00681932 0.00168506 0.0111043 0.00942959 0.00568584 0.0103511 0.00854706 0.0118056 0.0113724 0.00422378 0.00554234 0.011444 0.00712215 -0.000615387 0.0013699 0.010635 0.011541 0.0113961 0.014002 0.0120904 0.00458732 0.0097322 0.00865724
internal_weight=0 773 489 386 284 263 155 120 103 2348 324 64 260 93 48 2024 231 158 2004 44 68 73 223 1960 1851 109 75 136 240 168
internal_count=3121 773 489 386 284 263 155 120 103 2348 324 64 260 93 48 2024 231 158 2004 44 68 73 223 1960 1851 109 75 136 240 168
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 2 1 47 1 49 14 4 1 1 3 13 4 1 47 12 3 13 13 1 48 12 4 52
split_gain=23.5321 3.75094 1.89132 1.71299 1.32729 1.27753 0.801907 0.677198 0.588666 0.530585 0.512587 0.393324 0.358423 0.309638 0.507834 0.327227 0.357073 0.307018 0.305679 0.290516 0.286354 0.270108 0.497261 0.221828 0.215848 0.208979 0.191885 0.1913 0.296452 0.184168
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.092235000000000025 0.14122000000000004 0.17025000000000004 0.077845000000000011 0.13082500000000002 0.086920000000000011 -0.054984999999999992 0.062655000000000016 -0.013125 0.093100000000000002 0.075045000000000014 -0.097174999999999984 -0.078279999999999975 0.0067750000000000006 0.13265500000000002 0.10648500000000001 -0.010834999999999999 0.11658 -0.0087749999999999981 0.17001000000000002 0.11910500000000002 0.083685000000000009 0.08401500000000002 -0.0019149999999999998 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 20 10 13 9 -4 19 12 -2 29 15 17 16 24 -15 27 -6 21 23 -23 -3 -7 -5 -10 28 -12 -1
right_child=1 4 8 25 7 6 -8 -9 26 -11 18 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010024759303321439 0.00062551341294250122 0.00051570202399423156 0.00090742694834868107 0.00059308838281853531 0.00043949812302575899 0.00062839827875341224 0.00061848094343465671 0.00013613197740678694 0.00042843066241129551 0.00061017055680104 0.00067996590146247079 0.00089922050025353776 0.0011591107248197477 0.00097178339277442501 0.00061329174409407419 0.0010334028086493631 0.00093471210562544912 0.00083830433212048021 0.0007794185047771703 0.00028643823005656762 0.00078215060792132917 0.00079421531132339938 0.00048648309212621883 0.00027248904275960944 0.00089567195968467646 0.00039699226252588572 0.00064728156826129749 0.00096109448486647998 0.00098192751057007738 0.00088063416118715318
leaf_weight=1035 24 46 28 48 80 26 41 50 24 35 25 127 55 97 30 102 240 209 49 118 20 33 52 21 21 37 43 330 25 50
leaf_count=1035 24 46 28 48 80 26 41 50 24 35 25 127 55 97 30 102 240 209 49 118 20 33 52 21 21 37 43 330 25 50
internal_value=0 0.000529792 0.000939868 0.000730383 0.000425749 0.000950902 0.000885262 0.000343188 0.000668667 0.00038762 0.000982948 0.000855717 0.00100469 0.000900349 0.000856748 0.000938009 0.000904106 0.000880616 0.000925175 0.000348281 0.000561592 0.000532571 0.000605956 0.000439471 0.000747818 0.000507729 0.000568887 0.00094397 0.000830947 0.000996861
internal_weight=0 691 2430 236 455 2335 766 283 95 233 1569 151 1140 725 336 389 287 306 429 198 172 152 85 67 47 85 67 380 50 1085
internal_count=3121 691 2430 236 455 2335 766 283 95 233 1569 151 1140 725 336 389 287 306 429 198 172 152 85 67 47 85 67 380 50 1085
is_linear=0
shrinkage=0.00196078


Tree=5115
num_leaves=31
num_cat=0
split_feature=1 4 457 3 2 14 123 45 0 4 49 403 49 4 15 3 0 0 157 150 159 4 52 4 394 4 16 42 124 15
split_gain=1.14272 0.280724 0.194077 0.162447 0.116428 0.0995618 0.110378 0.0974686 0.101868 0.138163 0.165857 0.120931 0.130043 0.112549 0.105797 0.0910397 0.0907349 0.0903519 0.095991 0.0900897 0.106334 0.0969249 0.0884733 0.0836483 0.0794859 0.0818318 0.0804341 0.0784691 0.0775079 0.0826286
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.07793499999999999 0.25063000000000007 0.062655000000000016 1.0000000180025095e-35 0.081955000000000014 -0.10836499999999999 0.0033150000000000007 -0.007794999999999999 -0.0076149999999999994 0.09055500000000001 0.022185000000000003 -0.008624999999999999 -0.13309499999999996 -0.019414999999999998 -0.079119999999999982 -0.23976499999999998 -0.09547499999999999 0.076905000000000015 -0.0039549999999999993 0.12354000000000001 -0.0083799999999999986 -0.079154999999999989 -0.51843499999999987 0.23311500000000004 0.092620000000000022 -0.076779999999999987 -0.08730499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 15 6 7 8 9 14 -11 -12 -13 17 -1 -3 19 18 -10 -5 27 -22 -17 -4 -19 26 -26 -21 29 -8
right_child=1 4 23 16 -6 -7 28 -9 13 10 11 12 -14 -15 -16 22 -18 24 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.007401896501625223 0.011578903212739534 0.0076850460626292916 0.0054417903436115014 0.0015709851449355484 -0.00273922827327624 0.013929991100507978 0.0084620283531915887 0.01726492537947541 0.0055335596597825103 0.0049961136445697205 0.0073904637652246856 0.022293617352843284 0.01137546494913598 0.0086063060995602847 -0.0017154794838279486 0.0026508921200997736 0.0025671343332053058 0.0038480170723050838 0.011678012559875599 0.011297044994509113 0.0005460965278972354 0.0091871674954891215 0.0078798459708475724 -0.0021266243582510431 0.018139113888144494 0.0099234802000943683 0.0096308423858135952 0.0061372550245141618 0.011555770518524307 -1.4463689623643523e-05
leaf_weight=35 128 69 40 20 24 89 23 22 26 38 23 20 24 215 20 190 36 20 1150 112 27 25 39 23 25 554 20 40 21 23
leaf_count=35 128 69 40 20 24 89 23 22 26 38 23 20 24 215 20 190 36 20 1150 112 27 25 39 23 25 554 20 40 21 23
internal_value=0 0.00621654 0.00782678 0.00866268 0.00396121 0.0106493 0.0105201 0.0106423 0.0105752 0.00814671 0.0102735 0.0132666 0.0163383 0.0107685 0.00408649 0.00450084 0.007227 0.0110274 0.0115422 0.00797591 0.00860384 0.00470046 0.00354141 0.00267872 0.0100495 0.0102566 0.0143577 0.00993921 0.00652187 0.00422378
internal_weight=0 773 451 388 322 2348 2259 2192 2170 160 105 67 44 2010 55 298 260 1795 1176 224 204 52 229 63 619 599 45 152 67 46
internal_count=3121 773 451 388 322 2348 2259 2192 2170 160 105 67 44 2010 55 298 260 1795 1176 224 204 52 229 63 619 599 45 152 67 46
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=31
num_cat=0
split_feature=1 1 16 3 12 2 376 2 0 14 1 52 3 124 34 2 4 43 133 1212 11 474 47 1 0 42 12 4 16 2
split_gain=0.934206 0.236955 0.162887 0.109231 0.117239 0.0987295 0.108836 0.0892298 0.0822294 0.0813178 0.079098 0.0789482 0.0678257 0.0675045 0.0913312 0.119527 0.0665934 0.113017 0.17855 0.115743 0.0937125 0.0935213 0.088791 0.0921856 0.0944153 0.0853595 0.0783379 0.0682576 0.0701745 0.126356
threshold=0.11829500000000003 0.094385000000000011 0.40020000000000006 0.31370500000000007 -0.42850999999999995 0.096015000000000017 0.083785000000000012 0.14960000000000004 -0.060129999999999996 0.062655000000000016 0.10984500000000001 0.090245000000000006 0.10299500000000002 0.0049200000000000008 -0.038779999999999995 0.11870500000000002 0.0052350000000000009 0.060960000000000007 -0.44023999999999991 0.058525000000000008 0.079300000000000009 0.079590000000000008 0.09585500000000001 0.08592000000000001 -0.13027499999999997 0.09858500000000002 0.091475000000000015 -0.51253999999999988 0.042200000000000008 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 13 -5 6 8 9 10 12 -3 -7 16 14 -2 -16 17 20 19 26 27 22 23 24 -18 -20 -19 -1 -29 -30
right_child=3 2 -4 4 -6 11 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 21 18 25 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.014677675540507255 0.00062681231647729882 0.0088579321765396551 0.010776180434964019 0.0054502866655478585 -0.0019940282882998871 0.0044335467391362062 0.0024611039242396753 0.0038804018305829513 0.0042874152433796551 0.012823993822426669 0.014776319266227937 0.0098499265649626341 0.004847947451896195 0.00017845915031752417 0.0091008825636386785 0.0042360497862389389 0.014027998156168245 0.0055850105562058163 0.0032637437620462897 0.017416314171119173 0.0049885709470166182 0.0030035469488337123 0.01538681235164404 0.0024236080418948251 0.0083097855677400825 0.0095404226860652374 0.012974904430134652 0.010560580621169498 0.002205536024713958 0.0095212381331216331
leaf_weight=36 35 138 116 34 56 204 30 26 32 84 27 31 29 28 83 129 33 32 78 22 33 29 20 23 231 30 26 1231 27 188
leaf_count=36 35 138 116 34 56 204 30 26 32 84 27 31 29 28 83 129 33 32 78 22 33 29 20 23 231 30 26 1231 27 188
internal_value=0 0.00922592 0.00742598 0.0038422 0.000818268 0.0065848 0.00807218 0.00970359 0.00892666 0.00977394 0.0098264 0.00514805 0.00965005 0.00483185 0.00535936 0.00614068 0.00971835 0.00997219 0.00765964 0.0112403 0.0102592 0.00843175 0.00894451 0.00849557 0.00902456 0.00500727 0.00889772 0.0103765 0.0102694 0.00860252
internal_weight=0 2756 578 365 90 462 227 2178 197 2152 165 235 2068 275 247 212 2039 1703 188 80 1515 336 307 287 264 108 58 1482 1446 215
internal_count=3121 2756 578 365 90 462 227 2178 197 2152 165 235 2068 275 247 212 2039 1703 188 80 1515 336 307 287 264 108 58 1482 1446 215
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 0 4 47 14 2 1 4 15 43 15 3 160 150 0 13 0 4 2 4 0 49
split_gain=24.9106 2.93761 2.84086 2.16856 1.56091 1.36815 1.08079 0.766175 0.744941 0.551233 0.495404 0.478668 0.396281 0.37676 0.373457 0.356431 0.549776 0.346902 0.340803 0.336895 0.33627 0.660468 0.334931 0.280349 0.276832 0.349561 0.231555 0.22337 0.215697 0.201849
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.088105000000000003 0.090285000000000018 0.40473500000000007 -0.27825499999999997 -0.23194499999999998 0.033845000000000007 0.081320000000000017 0.076175000000000007 0.17025000000000004 0.10124500000000002 -0.059649999999999988 -0.03241999999999999 -0.025214999999999998 0.13592500000000005 0.30112000000000005 -0.011159999999999998 0.084335000000000007 -0.13027499999999997 -0.004174999999999999 -0.22491999999999998 0.50644500000000015 0.099185000000000009 -0.036839999999999991 -0.092404999999999973 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 5 9 17 12 -7 -6 -1 18 14 22 23 20 26 -17 -3 28 24 -10 -22 -4 -5 -19 -26 -11 -2 -8 -23
right_child=1 3 6 13 8 7 10 -9 11 15 -12 -13 -14 -15 -16 16 -18 19 -20 -21 21 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011991480880030124 0.0010381062603867322 0.0003674270352995437 0.00077313086185022673 0.00024935104639426243 0.00095523282155102369 0.00082839731536433873 0.0010519643196789156 0.00047308888257655945 0.00043864321739723282 0.0010422810223029359 0.00081145810776023523 0.00083104438863887712 0.001174583428960932 0.00010862356840389498 0.00047183762886014903 0.00087917806893986932 0.00054886238143791977 0.00042079495649565666 0.00069255726086412447 0.00037745147558489167 0.00099008083221764349 0.00070475833088743918 0.00099426059411690786 0.00045194702537228632 0.00076026610285400028 0.00045825329316241664 0.00079467236849607205 0.00077935589726725292 0.00092561704818918485 0.00044047829950703122
leaf_weight=22 29 120 27 85 30 70 56 35 20 53 171 35 46 49 71 76 26 29 23 48 24 25 1068 38 41 23 20 23 718 20
leaf_count=22 29 120 27 85 30 70 56 35 20 53 171 35 46 49 71 76 26 29 23 48 24 25 1068 38 41 23 20 23 718 20
internal_value=0 0.000478628 0.000926028 0.000435613 0.000779173 0.000520953 0.000955413 0.000709961 0.000667588 0.000906617 0.000907222 0.000623335 0.000996298 0.00025402 0.000577899 0.000869842 0.00079498 0.000444915 0.000927769 0.000510861 0.000662509 0.000727398 0.000988808 0.000311942 0.000579718 0.00065173 0.000974443 0.000923659 0.000934758 0.000587301
internal_weight=0 590 2531 538 422 366 2109 105 225 197 968 195 1141 172 160 175 102 261 797 141 89 69 1095 123 93 64 73 52 774 45
internal_count=3121 590 2531 538 422 366 2109 105 225 197 968 195 1141 172 160 175 102 261 797 141 89 69 1095 123 93 64 73 52 774 45
is_linear=0
shrinkage=0.00196078


Tree=5118
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 2 1 2 4 52 1 2 12 15 160 47 1 0 3 1 3 457 13 13 15
split_gain=22.649 3.63714 2.41866 1.83085 1.37032 1.19335 0.781929 0.780806 0.725728 0.583136 0.527765 0.511525 0.394836 0.407143 0.308893 0.283384 0.435107 0.277318 0.238142 0.235563 0.233812 0.222148 0.221217 0.208233 0.199877 0.197263 0.20648 0.236497 0.19644 0.179988
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.090425000000000019 0.11474000000000002 0.09253500000000002 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.096990000000000007 -0.41942499999999994 -0.067824999999999983 0.090100000000000013 0.091195000000000012 -0.026509999999999995 -0.0025099999999999996 0.082005000000000008 1.0000000180025095e-35 0.094310000000000019 -1.0000000180025095e-35 0.0061450000000000003 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 12 9 21 -6 -5 13 -4 -11 17 -17 24 -14 -15 25 -1 -7 -21 28 -3 27 -27 -16 -10
right_child=1 2 7 11 10 22 -8 -9 29 14 -12 -13 18 19 15 16 -18 -19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00085116005395775103 0.00080415407004424966 0.00028938194347874209 0.00040980769094695936 0.00072768249043028254 0.00072225319436692464 0.00065138356655557205 0.00045119254184146406 0.00047877934757890563 0.0010820170109924496 0.00093571321908817731 0.00040117355406306805 0.00042754462122323233 0.00020234447454310121 0.00034889466965289985 0.00081156199207251738 0.00039941661607693218 0.00075362467800504441 0.00072423733903867829 3.5663138736913583e-06 0.00022536600802267927 0.00053138591362820824 0.00078265508010793422 0.00038422938368843691 2.4014150760337419e-05 0.00099192729183271823 0.00038064159176967762 0.00026662219275186785 0.00061276601350168951 0.00068302412979518302 0.00089918949079137661
leaf_weight=1156 76 100 39 34 81 22 22 37 47 43 26 61 37 23 378 20 40 255 62 39 32 216 26 40 21 45 27 27 52 37
leaf_count=1156 76 100 39 34 81 22 22 37 47 43 26 61 37 23 378 20 40 255 62 39 32 216 26 40 21 45 27 27 52 37
internal_value=0 0.000399484 0.000349476 0.000801792 0.000460793 0.000812648 0.00081907 0.000213645 0.000822643 0.000815755 0.000644234 0.000534962 0.00017277 0.000239411 0.000774002 0.000764924 0.000635555 0.000775919 7.78571e-05 0.000174259 0.000375822 0.000840375 0.000506675 0.000123416 0.00080514 0.000350807 0.000412852 0.000467688 0.000796018 0.00100149
internal_weight=0 691 615 2430 338 2335 2287 277 2265 2181 107 95 240 141 809 766 60 706 99 102 231 1372 48 79 451 199 99 72 430 84
internal_count=3121 691 615 2430 338 2335 2287 277 2265 2181 107 95 240 141 809 766 60 706 99 102 231 1372 48 79 451 199 99 72 430 84
is_linear=0
shrinkage=0.00196078


Tree=5119
num_leaves=31
num_cat=0
split_feature=1 4 123 44 155 3 4 15 149 15 10 0 150 13 394 1 132 0 12 12 43 1419 34 4 43 16 49 133 4 3
split_gain=1.01299 0.17046 0.137195 0.112249 0.106412 0.0970235 0.199885 0.146486 0.0965727 0.10221 0.12459 0.092093 0.106746 0.088531 0.173642 0.103959 0.0945979 0.105415 0.0933526 0.0847047 0.0817148 0.0707165 0.0661721 0.0822332 0.0656223 0.12742 0.0764194 0.102465 0.0721573 0.0660927
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.10158500000000002 0.090900000000000009 -0.059649999999999988 -0.03241999999999999 0.07770500000000001 -0.43375999999999998 -1.0000000180025095e-35 -0.019414999999999998 0.091355000000000006 0.0015850000000000003 -0.08151499999999999 0.098700000000000024 0.10240500000000001 0.13134000000000004 0.087215000000000015 0.11734000000000001 -0.14035499999999998 0.083440000000000014 -0.010024999999999997 0.51303500000000013 -0.17390999999999998 0.15891500000000003 0.09567500000000001 -0.093189999999999981 -0.50262499999999988 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 11 13 -7 -8 9 22 -11 12 -2 15 -15 19 17 21 -17 20 -1 24 -3 -24 25 -16 27 -26 -29 -30
right_child=1 8 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 16 18 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=0.014159571597802229 0.0081106108492825842 0.00055442316542294895 0.0063558113298495299 0.015798155038106828 0.013358539097349754 0.010838529902302024 0.0064777821591123948 -0.0033141463201239031 0.0092355325041959691 -0.0067723123123869305 0.00191155873018464 0.0014219733369019297 0.0029633108179418829 0.0008872639594806565 0.012189500644035435 0.00063268652884289627 0.0027624729814388874 0.016227467087182132 0.0087898051420702266 0.0055688630099110827 0.010340473631917575 0.01369618005081711 0.010006129789736964 0.0038459242631991709 0.014199733565328644 0.0034155016927979887 0.0038498211703149651 0.01318321890874012 0.0057073870752407073 0.010431874587666243
leaf_weight=58 168 33 120 31 22 76 50 22 24 20 95 36 53 27 96 20 22 22 47 36 1645 31 31 72 28 20 41 21 114 40
leaf_count=58 168 33 120 31 22 76 50 22 24 20 95 36 53 27 96 20 22 22 47 36 1645 31 31 72 28 20 41 21 114 40
internal_value=0 0.00494208 0.00965709 0.00981898 0.00668357 0.00974227 0.00726153 0.0034858 0.00317526 0.00259579 0.00040132 0.00611218 0.00687619 0.00990415 0.00866887 0.0102201 0.00915187 0.00949222 0.00635484 0.0103691 0.0104705 0.00911326 0.00445142 0.00569997 0.00871862 0.0106767 0.0077877 0.00858304 0.00768437 0.00693453
internal_weight=0 554 2567 2447 279 2416 148 72 275 251 115 257 221 2268 462 1806 435 413 67 1739 1703 391 136 103 360 116 244 203 175 154
internal_count=3121 554 2567 2447 279 2416 148 72 275 251 115 257 221 2268 462 1806 435 413 67 1739 1703 391 136 103 360 116 244 203 175 154
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 14 2 1 150 4 0 1 150 0 4 2 2 150 1 0 15 0 43 16 4 13 39
split_gain=25.1912 4.07646 2.52161 2.17916 1.45862 1.07995 1.001 0.946937 0.822872 0.790913 0.669815 0.572692 0.478076 0.525102 0.472246 0.457027 0.313005 0.347611 0.293487 0.360329 0.324943 0.293466 0.277292 0.242885 0.207797 0.202777 0.200665 0.330938 0.199356 0.374598
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.099185000000000009 0.42051500000000003 0.40473500000000007 0.14285500000000004 0.062655000000000016 0.14122000000000004 0.077845000000000011 1.0000000180025095e-35 0.00063500000000000004 -0.11173999999999999 0.15471500000000002 0.09487000000000001 -0.084044999999999995 -0.55119499999999988 0.10855000000000002 -1.0000000180025095e-35 0.076925000000000007 0.076935000000000017 -0.15202999999999997 -0.03241999999999999 -0.030209999999999997 -0.080324999999999994 -0.16075999999999999 0.033845000000000007 -0.072819999999999982 0.087735000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 8 7 -4 28 12 11 -5 21 13 23 -7 22 -15 -18 19 -2 -21 24 -14 -1 -6 -12 -24 -28 -3 -30
right_child=1 5 6 10 9 14 -8 -9 -10 -11 25 -13 15 16 -16 -17 17 -19 -20 20 -22 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.00091827631215838821 0.00048123906540008737 0.00046339895714339163 0.00093105678925688292 0.00092127329724676465 0.00089873095873197167 0.00029207688304275871 0.0005417565016222058 0.00026854376843175892 0.0011895737158071147 0.00060718517250767567 0.00062960787754909851 0.00062127467649219256 0.001153669481476148 0.0010343182299785499 2.8236062752540549e-05 0.0006636493116314202 0.0012200271142995293 0.0009702958968589914 0.00047239347425006336 0.00088673996516302523 0.00055588870826694698 0.0010084957833943144 0.0010171817733311704 0.00064296436872924288 0.00072428102355054944 0.00039531971346221714 0.00095797234090858204 0.00078561991549627513 0.00077382919831363436 0.00044377063665831202
leaf_weight=28 40 29 123 28 277 112 32 55 76 41 49 28 20 636 34 27 22 826 143 25 21 92 54 22 29 20 95 78 39 20
leaf_count=28 40 29 123 28 277 112 32 55 76 41 49 28 20 636 34 27 22 826 143 25 21 92 54 22 29 20 95 78 39 20
internal_value=0 0.000525165 0.000657553 0.000953504 0.000965387 0.000349259 0.000850685 0.000470372 0.000989704 0.00086729 0.000665493 0.000892324 0.000981302 0.000994777 0.000230635 0.000905859 0.00100144 0.000976775 0.00052683 0.000617346 0.000735699 0.000911393 0.000932336 0.000797139 0.000882198 0.000561698 0.000912835 0.000880264 0.000596515 0.000661945
internal_weight=0 673 384 2448 2351 289 155 143 1884 467 97 426 1808 1534 146 274 1484 848 229 86 46 398 247 50 306 69 227 173 88 59
internal_count=3121 673 384 2448 2351 289 155 143 1884 467 97 426 1808 1534 146 274 1484 848 229 86 46 398 247 50 306 69 227 173 88 59
is_linear=0
shrinkage=0.00196078


Tree=5121
num_leaves=31
num_cat=0
split_feature=1 1 4 1 4 14 15 51 2 1 0 2 150 159 43 51 0 0 484 49 0 16 15 483 1453 4 15 42 3 1446
split_gain=0.952487 0.165616 0.138518 0.133483 0.118316 0.0912082 0.0887262 0.111725 0.085965 0.118758 0.104952 0.123921 0.108525 0.0854989 0.0768805 0.0800541 0.0762835 0.0794831 0.0759075 0.0726265 0.0941619 0.0928877 0.0778144 0.071716 0.073256 0.0732129 0.0642483 0.0635253 0.228039 0.0861955
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 0.094385000000000011 -0.17966999999999997 0.062655000000000016 0.093115000000000017 0.10614000000000001 0.092235000000000025 0.08864000000000001 0.062580000000000011 0.10672500000000001 0.083250000000000005 0.04105000000000001 0.084740000000000024 -0.24107999999999999 -0.068944999999999992 -0.094299999999999981 -0.063689999999999983 -0.032624999999999994 -0.040504999999999992 -0.061854999999999993 -0.30407999999999996 -0.070084999999999981 -1.0000000180025095e-35 -0.0083799999999999986 -0.011389999999999999 0.084635000000000016 -0.10115999999999999 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 -5 8 7 16 23 10 12 -12 -10 -2 15 -4 17 -6 -17 -3 22 -22 -21 25 -25 26 -1 -26 -29 -30
right_child=1 19 14 4 6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 18 -18 -19 -20 20 21 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=0.0071417657211422922 0.010788543589449929 -0.0025070819968407575 0.0093741572369321225 0.010936331679654677 0.0047131454759848221 0.012904821251452502 0.0096653092177448694 0.012870558202266694 0.0089956646500847157 0.0019995813347542519 0.0084837425178832474 -0.00086347972771719749 0.015482468447751469 0.0045571597923915238 0.0098346241887796813 -0.0017040883016306908 0.0011218422843376175 0.009746481604608042 0.0042398956578392419 0.0031212066837514821 -0.0029807113991999947 0.00534617296819176 0.0098214242907348464 0.0048389430639558832 0.010534512853845841 0.017916450272535994 0.013573690790047006 -0.00086068413220345978 0.0091340754054256307 0.013617617515178319
leaf_weight=25 76 28 27 86 124 84 77 20 576 26 37 23 27 31 27 24 40 42 205 52 37 21 26 29 731 21 41 22 489 47
leaf_count=25 76 28 27 86 124 84 77 20 576 26 37 23 27 31 27 24 40 42 205 52 37 21 26 29 731 21 41 22 489 47
internal_value=0 0.00479705 0.00591825 0.00936907 0.00766278 0.00967382 0.00673365 0.00573481 0.00954421 0.00862926 0.00888924 0.00490064 0.00928612 0.00898319 0.00475943 0.00422415 0.00504202 0.00598664 0.00361695 0.00213076 0.00308561 3.4195e-05 0.00535461 0.0099929 0.00980934 0.0127737 0.0111374 0.00992117 0.00911766 0.00952722
internal_weight=0 554 390 2567 389 2178 303 226 2094 689 663 60 603 107 283 256 206 166 229 164 136 58 78 1405 1318 87 66 1289 558 536
internal_count=3121 554 390 2567 389 2178 303 226 2094 689 663 60 603 107 283 256 206 166 229 164 136 58 78 1405 1318 87 66 1289 558 536
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=31
num_cat=0
split_feature=1 12 1375 10 16 14 0 13 1 3 132 12 41 4 15 4 3 42 16 399 3 2 4 129 51 14 3 1 12 133
split_gain=0.779746 0.219815 0.145867 0.138103 0.105907 0.13633 0.12286 0.107142 0.0958148 0.0896992 0.101187 0.0881274 0.101349 0.0963054 0.0874684 0.127987 0.0872892 0.0818239 0.0888406 0.112923 0.0784174 0.077609 0.0740465 0.0713759 0.0672377 0.079701 0.0840839 0.0662648 0.0617162 0.0784581
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 -0.088499999999999981 0.15273500000000004 0.08104500000000002 0.041630000000000007 -0.086254999999999984 0.09697500000000002 0.30112000000000005 0.10365500000000001 0.092550000000000007 0.077565000000000009 -0.51253999999999988 -0.41396999999999995 0.27834500000000006 0.12745000000000004 -0.14609499999999997 -0.066924999999999985 0.088080000000000006 0.084940000000000015 -1.0000000180025095e-35 0.0067750000000000006 0.097370000000000026 -0.40274499999999996 -0.46166999999999997 -0.0025099999999999996 0.10234000000000001 0.092355000000000007 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 20 16 14 13 17 -3 -11 -16 24 -13 19 -19 22 -10 -9 -20 -2 -26 -27 -8 29 -15
right_child=9 11 3 4 -6 -7 27 8 21 10 -12 12 -14 28 15 -17 -18 18 23 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012892759850491649 0.0084262033509414479 0.015908994982462555 -0.001117353274353913 0.0032674094084777861 0.010139480575717525 0.013815069051148991 -0.0019583646104567583 0.013877277274150402 2.5144862011075023e-05 0.0035942880875981329 0.0055850126780569555 0.013023363595129922 0.0013360180892050266 0.0092132441827687539 0.00067043881554855033 -0.010062130040023477 0.0085643591163189793 0.0085599712305856456 0.0072059508908122044 0.015428083876255327 0.0061472986512718375 0.0067031831785718523 0.0081635677526423409 0.0010897554457187653 0.0086281836591660978 0.0032934300104105392 -0.0019691668927851245 0.0054350696736946702 0.01433903433803194 0.0062748601315638086
leaf_weight=23 23 21 21 73 97 24 27 48 20 22 28 32 23 1249 25 20 38 302 415 26 47 134 43 20 20 117 41 22 22 98
leaf_count=23 23 21 21 73 97 24 27 48 20 22 28 32 23 1249 25 20 38 302 415 26 47 134 43 20 20 117 41 22 22 98
internal_value=0 0.00824894 0.00651466 0.00683748 0.00714973 0.00648761 0.00606283 0.00669402 0.00755067 0.00313587 0.000536559 0.00870372 0.00788017 0.00918836 -0.00157324 -0.00409959 0.00416907 0.0080695 0.00786174 0.00910439 0.00946424 0.00583591 0.0111774 0.00692475 0.00333812 0.00268067 0.00192782 0.00136114 0.00908527 0.00899946
internal_weight=0 2787 579 556 535 438 414 365 292 334 95 2208 818 1390 67 45 239 795 763 328 138 154 91 435 201 178 158 49 1369 1347
internal_count=3121 2787 579 556 535 438 414 365 292 334 95 2208 818 1390 67 45 239 795 763 328 138 154 91 435 201 178 158 49 1369 1347
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=31
num_cat=0
split_feature=4 3 2 2 44 106 48 4 0 130 43 2 16 3 3 133 159 3 3 4 483 149 1 49 0 48 48 1447 484 2
split_gain=0.636111 0.253189 0.185779 0.100903 0.095695 0.107651 0.0907825 0.0758943 0.0945012 0.086838 0.0944592 0.104182 0.0975157 0.181186 0.13226 0.0908817 0.116055 0.110177 0.0908427 0.076395 0.0750935 0.0696273 0.0821506 0.0741143 0.0682733 0.0675297 0.103746 0.0909661 0.0892834 0.191042
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 1.0000000180025095e-35 0.086340000000000014 0.14505500000000002 -0.073934999999999987 -0.089269999999999988 -0.082104999999999984 -0.081289999999999987 -0.0050599999999999994 -0.062804999999999986 0.092670000000000016 -0.10217499999999997 0.088525000000000006 0.11058000000000003 -0.081459999999999991 -0.0063699999999999989 -0.013125 0.086625000000000021 0.091325000000000003 0.11910500000000002 -0.0060549999999999988 -0.10324499999999999 0.092475000000000016 0.016865000000000002 -0.086059999999999984 0.062030000000000009 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 5 6 7 8 -1 -9 11 -11 20 14 -14 16 24 19 -16 -17 -12 22 23 -2 -13 26 27 -10 -29 -30
right_child=3 -3 -4 -5 -6 -7 -8 9 25 10 12 15 13 -15 18 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.011180472161637945 0.0016131205484271049 0.0016610553047591058 -0.0013177976730967995 -0.0031276831510088721 0.012280666535112283 0.0010990140908397736 0.0012968083166263321 0.001865379236124713 0.014137164309310416 0.0013230997417122128 0.0075526678925319406 0.0056808169310291617 -0.001311936544847082 -0.0029997693882747134 0.0061607077701857594 0.0086231431074659613 0.0021897945863505203 0.011273006712352592 0.010744799658035238 0.0028032310490336606 0.012491269952014966 0.0090196190867573023 0.0016442495529104533 0.0060918213134382466 0.010256626683918524 0.003234422309989376 0.015343212649459021 0.0081508442519703881 -0.0034931963847373571 0.0087816940475022431
leaf_weight=109 53 73 23 24 45 25 22 29 24 20 326 36 22 22 435 34 21 35 48 67 34 22 169 122 346 28 20 834 21 32
leaf_count=109 53 73 23 24 45 25 22 29 24 20 326 36 22 22 435 34 21 35 48 67 34 22 169 122 346 28 20 834 21 32
internal_value=0 0.00747108 0.00763065 0.0031537 0.00770875 0.00762932 0.00769297 0.0077483 0.00839031 0.00728344 0.0073921 0.00841021 0.00675048 0.00588387 0.00627088 0.00867318 0.00942751 0.00643793 0.00661627 0.00476241 0.00801909 0.00356559 0.00321679 0.00473541 0.0098254 0.00807318 0.00821871 0.0080623 0.00789793 0.00391806
internal_weight=0 2731 2658 390 2635 2590 2565 2543 1068 1475 1446 559 887 527 505 539 403 136 483 101 360 366 344 175 382 959 931 911 887 53
internal_count=3121 2731 2658 390 2635 2590 2565 2543 1068 1475 1446 559 887 527 505 539 403 136 483 101 360 366 344 175 382 959 931 911 887 53
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=31
num_cat=0
split_feature=4 3 2 457 0 4 1 52 14 16 149 15 1 0 3 4 106 42 1208 1 156 51 52 4 43 52 130 13 52 43
split_gain=0.51525 0.205083 0.150481 0.0839792 0.0983887 0.086125 0.0831779 0.0829519 0.0965477 0.118761 0.15522 0.0829176 0.0800413 0.0796114 0.147834 0.128935 0.0756094 0.0719799 0.0774002 0.0678666 0.0778665 0.121611 0.067752 0.0587801 0.0580232 0.0673575 0.0567994 0.0691159 0.0809315 0.0998961
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.26807500000000006 -0.14920999999999998 0.076415000000000025 0.14699000000000004 0.039215000000000007 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 -0.41396999999999995 0.11249000000000002 -0.10836499999999999 -0.12711499999999995 -0.012889999999999999 0.086340000000000014 0.11457500000000002 0.099975000000000008 0.078340000000000007 0.086635000000000004 0.09364500000000002 -0.081429999999999989 0.50500500000000004 -0.040344999999999992 0.024145000000000003 -0.072444999999999982 0.0049450000000000006 -0.14488499999999996 -0.24021999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 19 7 8 -2 10 -10 -8 -11 14 -6 -16 17 26 24 -1 21 -21 -17 -9 25 -19 -15 -28 29 -29
right_child=6 -3 -4 -5 13 -7 11 23 9 12 -12 -13 -14 16 15 22 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.013482624361210544 0.0083254963085055353 0.0014949497234993782 -0.0011860178130597848 0.0020001603016520249 0.011317157731563957 0.015580863219511229 0.0024093609329845223 0.008406772814729872 0.002107321351378864 -0.0068813839601352816 0.011634333951515146 -0.0053199268651002536 0.00052422846158690472 0.0098487447108778683 -0.0036052863882935562 -6.413471925517787e-05 0.0018296428847991463 -0.0019574478401669436 0.0091956054869418349 0.0035504335221110336 0.01206270681494581 0.012122851504650697 0.0061210362576311099 0.0034316091639722914 0.0057092117855385765 0.0050427979617207143 0.0073909284814353965 0.014144572243094445 0.0047278788649798478 0.0066491526234162381
leaf_weight=23 25 73 23 34 27 20 35 48 118 20 20 23 54 79 23 23 28 28 36 59 28 23 77 47 79 27 1654 21 230 116
leaf_count=23 25 73 23 34 27 20 35 48 118 20 20 23 54 79 23 23 28 28 36 59 28 23 77 47 79 27 1654 21 230 116
internal_value=0 0.00672397 0.00686758 0.00693788 0.00700242 0.00946258 0.00283833 0.00344873 0.00244797 0.00175486 0.00348805 -0.000655701 -0.00147729 0.00684866 0.00461658 0.00314572 0.00699436 0.00705807 0.00507892 0.00854254 0.00750961 0.00595489 0.00469845 0.00594538 0.00397295 0.00147904 0.00721828 0.00711546 0.00587398 0.00779809
internal_weight=0 2731 2658 2635 2601 153 390 332 237 212 138 58 74 2448 150 123 2298 2270 170 133 110 82 100 95 134 55 2100 2021 367 137
internal_count=3121 2731 2658 2635 2601 153 390 332 237 212 138 58 74 2448 150 123 2298 2270 170 133 110 82 100 95 134 55 2100 2021 367 137
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 9 14 16 475 15 4 3 13 3 4 150 16 2 12 41 0 475 12 150 12 1 133 1210 483 1429 402
split_gain=0.426613 0.119573 0.105454 0.108474 0.0831331 0.0798183 0.0838069 0.0804932 0.0636651 0.0636157 0.05625 0.0898833 0.061875 0.0578407 0.0554967 0.0563651 0.073757 0.0533738 0.0746624 0.0718872 0.0746015 0.139548 0.0812389 0.0700635 0.130419 0.0959046 0.07709 0.0698982 0.0623145 0.0657791
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.081890000000000004 0.081185000000000021 0.15273500000000004 -0.081364999999999979 0.035560000000000008 0.40124500000000002 0.30112000000000005 -0.47860499999999995 0.12745000000000004 0.53859500000000016 0.094365000000000018 -0.27167499999999994 0.13501500000000002 0.086700000000000013 0.077565000000000009 -0.14920999999999998 -0.085684999999999997 0.083875000000000019 0.10389500000000002 0.086565000000000017 0.085760000000000017 0.11269500000000002 -0.087769999999999973 0.089245000000000005 0.084485000000000018 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 6 7 -4 -9 17 12 13 14 -12 15 -2 -17 19 -19 -3 21 -21 23 24 25 26 -22 28 29 -28
right_child=10 4 3 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018951665529090425 -0.00045174041014563827 0.011678726851206387 -0.00083980626508559076 -0.0014225928522646428 0.011582980252181491 0.010721113396665226 0.0078058575580103526 0.0044637443901934326 0.0095867584280383139 0.001856910982678528 0.00035042908889914139 -0.0035069328458167807 0.006756030918366282 0.0070576769311446706 0.0069784395710524652 0.0050007336383864082 -0.00058291440047469228 0.0061273974991301701 0.00082194124244981334 0.0055738046878215045 0.0021338049875878457 0.014917383241587348 0.00079853809050594779 0.012554067336022854 0.00024204159515999981 0.00066740701516644792 0.01328339912230149 0.0031822141405427832 0.013216363494707782 0.0073691969467114503
leaf_weight=23 70 33 27 25 30 26 90 362 26 32 36 39 38 20 23 73 35 1508 27 33 27 31 24 20 31 23 20 32 22 315
leaf_count=23 70 33 27 25 30 26 90 362 26 32 36 39 38 20 23 73 35 1508 27 33 27 31 24 20 31 23 20 32 22 315
internal_value=0 0.00601932 0.00474021 0.00501469 0.00635474 0.00531776 0.00503957 0.00443965 0.00480704 0.00628272 0.00223731 0.000178933 0.00305549 0.00274587 0.00235589 0.00175859 0.00319122 0.00634872 0.00603408 0.00713918 0.00688001 0.0100996 0.00647912 0.00675735 0.00651069 0.00695335 0.00730089 0.00765953 0.00806085 0.00772228
internal_weight=0 2787 579 556 2208 531 505 415 388 2178 334 95 239 56 201 178 108 2146 1535 611 578 64 514 490 470 439 416 389 357 335
internal_count=3121 2787 579 556 2208 531 505 415 388 2178 334 95 239 56 201 178 108 2146 1535 611 578 64 514 490 470 439 416 389 357 335
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=31
num_cat=0
split_feature=4 3 2 15 39 2 13 3 49 13 1375 151 48 12 16 14 15 4 149 49 1 2 157 157 4 157 51 1 1451 16
split_gain=0.348912 0.138422 0.111659 0.078772 0.0848505 0.0983482 0.0911596 0.0708529 0.0645582 0.0656869 0.06392 0.127005 0.0587688 0.0623767 0.0890264 0.117572 0.132984 0.0898403 0.072741 0.0803149 0.0782162 0.0584826 0.053805 0.0581914 0.0574483 0.09184 0.0654881 0.0707188 0.0641902 0.0629469
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 -0.14809499999999998 0.085425000000000015 -0.033169999999999991 0.24394000000000002 0.63141500000000017 0.09567500000000001 -0.0057949999999999989 -0.16449999999999998 -0.044604999999999992 0.12118000000000002 -0.10022999999999999 -0.44310499999999992 -0.41076499999999994 -0.42198999999999992 0.51303500000000013 0.07770500000000001 -0.045154999999999994 0.12082500000000002 0.094095000000000012 -0.48214999999999997 -0.28320499999999993 0.042705000000000007 0.10891500000000003 -0.22411499999999998 0.088340000000000016 0.089825000000000002 -0.0068949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 10 -6 -7 12 9 -1 11 -5 13 -2 18 17 -17 -16 19 -15 -21 -10 -12 -24 26 -26 27 -25 29 -28
right_child=7 -3 -4 4 5 6 -8 -9 21 -11 22 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=0.0077035807425508626 0.0064311670107682324 0.001156738815089203 -0.0013667249482038999 0.0070432825479656465 -0.0022433643755330533 0.0055905428575906196 -0.0017757109063677491 -0.0035422138031572107 0.0013876912277191878 0.014338936168700456 0.0094683870869247538 -0.0039672486018389463 -0.0020156733834972747 -0.00046831045115669804 0.006052367744202705 -0.009379323321336416 0.00045508105487732049 -0.0014545853807358072 0.009594809600093868 0.0067077876699379469 0.00097947258256828886 0.0088592587716200145 0.0016856647788598721 0.0068543082681329307 0.0049098731975123775 -0.0021112705580890179 0.0061622548562511072 0.014000964080914856 0.011195824407464403 0.0049264100375200079
leaf_weight=37 44 73 23 22 27 105 20 20 20 25 38 20 26 43 44 20 44 25 20 67 37 22 36 45 272 20 1275 20 22 609
leaf_count=37 44 73 23 22 27 105 20 20 20 25 38 20 26 43 44 20 44 25 20 67 37 22 36 45 272 20 1275 20 22 609
internal_value=0 0.00545268 0.00557067 0.00563122 0.00552039 0.00322975 0.00441194 0.00225517 0.00832849 0.0103791 0.00566674 0.00180017 0.00256854 0.00291503 0.00239933 0.000468997 -0.00261817 0.00333246 0.00393665 0.00316684 0.00466983 0.00530137 0.00573623 0.00567454 0.005738 0.00442897 0.00593193 0.00905328 0.00582548 0.00576277
internal_weight=0 2731 2658 2635 2531 152 125 390 104 62 2379 42 370 344 300 133 64 69 167 147 104 42 2337 2299 2263 292 1971 65 1906 1884
internal_count=3121 2731 2658 2635 2531 152 125 390 104 62 2379 42 370 344 300 133 64 69 167 147 104 42 2337 2299 2263 292 1971 65 1906 1884
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 48 40 13 2 4 0 51 151 1447 42 0 403 15 160 1429 157 96 52 48 4 42 42 133 52 1212
split_gain=0.282619 0.112122 0.0962099 0.1068 0.0888933 0.0879773 0.0718677 0.0758625 0.0647168 0.0613375 0.075351 0.0728825 0.0722751 0.0671242 0.0784288 0.157615 0.115709 0.0701237 0.0639889 0.0644624 0.0826025 0.0611753 0.0720515 0.0683495 0.0562892 0.0547502 0.103549 0.0802634 0.0637319 0.057716
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 1.0000000180025095e-35 0.14871000000000004 0.051255000000000002 0.40528500000000006 0.25063000000000007 -0.082249999999999976 -0.033209999999999996 -0.18912999999999996 0.26900000000000007 -0.085804999999999979 0.085730000000000015 -0.084044999999999995 -0.0076149999999999994 0.091295000000000015 -0.54913999999999985 -0.092414999999999983 -0.24909499999999998 0.086715000000000014 -0.075329999999999994 0.12118000000000002 -0.51843499999999987 -0.015274999999999999 -0.021469999999999996 0.0068000000000000014 0.088185000000000013 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 21 11 12 -4 18 -13 17 16 -16 24 -11 -20 -21 22 -2 -24 -15 26 29 28 -27 -26
right_child=8 -3 4 -5 -6 -7 -8 -9 -10 10 -12 13 -14 14 15 -17 -18 -19 19 20 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0045521656516939405 -0.0029487809121963525 0.0010410649204397038 0.011686077897459091 0.0050011400729417805 0.0097139340220587095 -0.0015859150490723551 0.00028690675507307115 0.010505035698028783 -0.0030008447259509317 0.0089366976028451544 -3.7455312849488109e-05 0.0011593251819572142 -0.00071099385943101804 0.010332791018299758 0.015832925283096055 0.0047265169923775829 0.0070057744332761678 0.0013534027873538437 0.0095152649265746111 -0.00027207330931560135 0.0048573402367616059 -0.0022215317874388013 0.0035365012518213169 -0.0018141060386999296 0.0010673451520826507 0.0057464111682125618 0.012861304730176926 -0.0011857539919825893 0.00029795741848647595 0.0063712703052442518
leaf_weight=22 21 73 21 25 41 20 31 26 24 39 32 31 23 25 33 64 27 40 29 32 1660 27 292 26 23 152 23 24 25 190
leaf_count=22 21 73 21 25 41 20 31 26 24 39 32 31 23 25 33 64 27 40 29 32 1660 27 292 26 23 152 23 24 25 190
internal_value=0 0.00490741 0.0050136 0.00052938 0.00509432 0.00502062 0.00507244 0.00513133 0.00202966 0.00507529 0.00477212 0.00588686 0.00485844 0.00570149 0.00592642 0.00817854 0.0118607 0.00537012 0.00493122 0.00484045 0.00476033 0.00235952 0.00272439 0.00309903 0.00571789 0.00545388 0.00648687 0.00424102 0.00497686 0.00579855
internal_weight=0 2731 2658 47 2611 2570 2550 2519 390 2493 1815 678 1783 657 626 124 60 502 1760 1721 1692 366 339 318 462 437 236 201 177 213
internal_count=3121 2731 2658 47 2611 2570 2550 2519 390 2493 1815 678 1783 657 626 124 60 502 1760 1721 1692 366 339 318 462 437 236 201 177 213
is_linear=0
shrinkage=0.1


Tree=5128
num_leaves=31
num_cat=0
split_feature=1 97 33 1 4 483 160 454 51 48 47 13 393 393 157 51 16 52 4 2 0 16 3 14 159 483 474 43 131 474
split_gain=0.233314 0.0780264 0.11455 0.0673563 0.0878664 0.0727377 0.0578546 0.0614708 0.0900216 0.0680338 0.0518981 0.084445 0.0518555 0.0589982 0.0484908 0.078267 0.0553957 0.151954 0.109123 0.0863057 0.0793683 0.0970738 0.108497 0.080893 0.0844701 0.109054 0.0782569 0.0713833 0.128679 0.0953911
threshold=0.12000500000000001 -0.0047149999999999996 0.083840000000000012 0.096325000000000008 -0.16363499999999997 0.13027000000000002 -0.24213499999999996 -1.0000000180025095e-35 0.11917000000000001 -0.081134999999999999 0.10648500000000001 0.11596500000000001 0.12765500000000005 0.10938000000000002 -0.48214999999999997 0.13995500000000002 0.19444000000000003 0.029970000000000007 -0.42529999999999996 0.12595500000000001 -0.062764999999999974 -0.032969999999999992 -0.10217499999999997 0.091685000000000016 0.11389500000000001 -0.17649999999999996 0.081755000000000008 -0.00045499999999999995 0.023795 0.079590000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 12 -6 -8 9 -9 11 -11 13 14 -3 16 18 19 -16 26 23 -22 -23 24 27 -26 -18 -20 29 -29
right_child=-2 2 -4 4 6 -7 7 8 -10 10 -12 -13 -14 -15 15 -17 17 -19 20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=7.5243428000248972e-06 0.0015954508197293087 0.0094858558475971223 0.011996621536090971 0.0062297891347208693 0.00670575182474054 0.010641278062248603 -0.0029957618378102782 0.0079181402781978247 0.008368413852384458 0.0018843110004766288 0.0049713190402241149 -0.0047189668707904369 0.009306680650004874 -0.00074137547718627125 0.010502087547810693 -0.00022066372227581111 0.0020587827134455785 -0.0031073192473162307 0.0053169057807795003 0.010115595094182275 0.0047056377123765375 -0.0070351081248372794 0.0031415733836845242 0.010880406004038048 0.0059100059132712584 -0.0031338064337614923 0.0063251018857296837 0.0038681625910352785 0.011703367661684753 -0.0023736411795163385
leaf_weight=40 334 20 20 88 34 20 20 20 26 249 47 21 23 21 33 34 127 33 1186 22 54 20 22 22 24 30 65 420 20 26
leaf_count=40 334 20 20 88 34 20 20 20 26 249 47 21 23 21 33 34 127 33 1186 22 54 20 22 22 24 30 65 420 20 26
internal_value=0 0.00439234 0.00445619 0.00440089 0.0033584 0.00463782 0.00275244 0.0024015 0.00269887 0.00226145 0.00190457 0.00137072 0.00458329 0.00453344 0.00458477 0.00453892 0.00461583 0.0032089 0.00480297 0.0041829 0.00469986 0.00190122 -0.00170447 0.00485534 0.00477764 0.000885666 0.00350311 0.00490486 0.00385618 0.00350429
internal_weight=0 2787 2747 2727 505 2222 417 383 363 337 317 270 2202 2179 2158 2138 2104 247 1857 214 1824 96 42 1728 1706 54 192 1652 466 446
internal_count=3121 2787 2747 2727 505 2222 417 383 363 337 317 270 2202 2179 2158 2138 2104 247 1857 214 1824 96 42 1728 1706 54 192 1652 466 446
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 159 15 1 2 14 4 47 47 1 0 2 43 150 13 48 3 1 0 43 16 3 4 2 4
split_gain=24.5442 3.12132 2.82428 2.26738 1.57708 1.09208 0.966973 0.893079 0.839963 0.551124 0.537832 0.51452 0.491588 0.416762 0.411077 0.366923 0.327535 0.291949 0.282288 0.27511 0.314522 0.317032 0.268976 0.257752 0.206749 0.198781 0.280802 0.19441 0.192218 0.226436
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.091325000000000003 0.082585000000000006 0.024640000000000006 0.15471500000000002 0.13501500000000002 0.076175000000000007 0.033845000000000007 0.081320000000000017 0.077555000000000013 0.12000500000000001 -0.13027499999999997 0.14285500000000004 -0.00045499999999999995 1.0000000180025095e-35 -0.00051499999999999994 -1.0000000180025095e-35 0.084940000000000015 0.122715 -0.08867499999999999 -0.080324999999999994 -0.066924999999999985 -0.20241999999999996 -0.15289999999999995 0.113445 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 13 10 16 12 14 11 15 23 19 28 17 -4 18 -3 -5 24 -21 -22 -2 -7 -6 -25 -27 -28 29 -1
right_child=1 8 5 6 7 9 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0010194157987341421 0.00093397535163686543 0.00039314273327422072 0.00080640062641084591 0.00073259129535918144 0.00059431612772761647 0.0010820862645521509 0.00031481580739492015 0.0010881793209595952 8.5181293576037527e-05 0.00070039815754347639 0.0012365761029598354 0.00084061602942513863 0.00085543814132596702 0.0011604867185427579 0.00034859793840109486 0.0010260353192430118 0.00039815349544194289 0.00061489465511312678 0.00052927376298008495 0.00051801462960364268 0.00057545536998607194 0.00087427914989180388 0.00071461547236635202 0.00099827198276270803 0.00036819907114467516 0.0010741916506712237 0.00075953666127836453 0.00092304112744015596 0.00072552676313196072 0.00086430074769526608
leaf_weight=63 83 42 30 73 53 71 58 21 35 36 46 142 41 29 157 1160 22 50 41 28 21 39 29 264 22 44 31 285 20 85
leaf_count=63 83 42 30 73 53 71 58 21 35 36 46 142 41 29 157 1160 22 50 41 28 21 39 29 264 22 44 31 285 20 85
internal_value=0 0.000517644 0.000961742 0.000655039 0.000815315 0.000991041 0.000526794 0.000703154 0.000369605 0.00093795 0.00102854 0.000948167 0.000663519 0.000943418 0.000409585 0.0010205 0.000617197 0.00051366 0.000659468 0.000615245 0.000689612 0.000769691 0.000877177 0.000970142 0.000527988 0.000957405 0.000927436 0.000907001 0.000905948 0.000930329
internal_weight=0 590 2531 306 422 2109 194 225 284 873 1236 837 204 197 249 1190 136 92 114 163 88 60 112 695 75 624 360 316 168 148
internal_count=3121 590 2531 306 422 2109 194 225 284 873 1236 837 204 197 249 1190 136 92 114 163 88 60 112 695 75 624 360 316 168 148
is_linear=0
shrinkage=0.00196078


Tree=5130
num_leaves=31
num_cat=0
split_feature=4 2 123 15 11 48 0 455 15 49 3 3 50 41 41 13 16 128 133 43 400 4 4 50 50 14 4 158 52 39
split_gain=0.26077 0.104942 0.0902416 0.0676577 0.0857623 0.0745904 0.0847754 0.0709657 0.0826657 0.100375 0.0743602 0.115887 0.0610768 0.0602811 0.0859428 0.0700483 0.0713755 0.0834003 0.0952288 0.0806714 0.114707 0.0834348 0.130321 0.140295 0.0707895 0.080176 0.0680336 0.0673618 0.0662616 0.0661465
threshold=0.26450500000000005 0.17025000000000004 0.11021500000000002 -0.11713499999999999 1.0000000180025095e-35 0.093015000000000014 0.041630000000000007 0.092985000000000012 -0.094329999999999983 -0.0087849999999999977 0.10732000000000001 0.13524500000000003 0.077805000000000013 0.075585000000000013 0.079300000000000009 -0.117405 -0.097644999999999996 0.11170500000000001 -1.0000000180025095e-35 0.064745000000000011 -0.059294999999999994 0.066685000000000008 0.0061450000000000003 -0.099524999999999988 -1.0000000180025095e-35 0.018475000000000002 0.063160000000000008 0.11245500000000001 0.091275000000000009 0.085220000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 -5 13 -12 -11 15 -15 -10 26 19 -19 21 -21 22 24 27 -18 29 28 -24 -17 -26
right_child=-2 -3 -4 5 -6 6 -8 -9 10 12 11 -13 -14 14 -16 16 17 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0059731605707129803 0.0019826486744139588 -0.00085809189745994063 -0.00093676007387262809 -0.0026538785589703671 0.012916360469534994 0.0035472121414510008 -0.0033535670848505103 0.010822514970786871 -0.00090130293741822246 0.002641125666663616 -0.0042424845234067601 0.0046808904510662825 0.0084571518084925155 0.01327570707404188 0.0058427439897786836 0.010991760574896555 0.010902728535637091 0.0052267085830681034 -0.0045318171798135153 0.0088866592606618288 0.0006235980152961843 0.010867453674087301 0.0068907078934716997 -0.0032440141719569898 0.005417043066373025 -0.00031608135524528248 0.0047810728540705321 -0.00021713026217184961 0.005581611840936699 0.0019438069753896184
leaf_weight=161 390 33 27 30 20 162 20 20 20 84 22 43 23 21 60 56 22 20 20 21 84 25 40 38 1442 26 76 20 38 57
leaf_count=161 390 33 27 30 20 162 20 20 20 84 22 43 23 21 60 56 22 20 20 21 84 25 40 38 1442 26 76 20 38 57
internal_value=0 0.00474693 0.00481549 0.00487363 0.00674036 0.00473794 0.00278888 0.00489163 0.00483979 0.00245805 0.00499149 0.00166067 0.0038913 0.00509528 0.00776981 0.00498723 0.00504656 0.00486304 0.000347446 0.0049648 0.00227621 0.00513384 0.0050467 0.00151034 0.00527073 0.00518948 0.00700589 0.00452143 0.00880468 0.00528497
internal_weight=0 2731 2698 2671 181 2490 182 2308 2288 137 2151 65 107 2086 81 2005 1985 1815 40 1775 105 1670 1645 98 1547 1525 170 60 94 1499
internal_count=3121 2731 2698 2671 181 2490 182 2308 2288 137 2151 65 107 2086 81 2005 1985 1815 40 1775 105 1670 1645 98 1547 1525 170 60 94 1499
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=31
num_cat=0
split_feature=1 97 33 44 1 1456 1186 11 11 0 52 151 457 1443 4 3 0 16 1 10 4 2 10 1213 48 14 4 3 40 3
split_gain=0.219099 0.0708363 0.0910776 0.0588621 0.0667146 0.126767 0.10558 0.0708185 0.0827906 0.06441 0.0697315 0.0657192 0.0678984 0.0636989 0.0994412 0.0889332 0.0790191 0.0601566 0.0497078 0.048396 0.0618665 0.0596672 0.0718479 0.046347 0.0460832 0.0437755 0.0977567 0.0730269 0.0435688 0.0488591
threshold=0.12000500000000001 -0.0047149999999999996 0.083840000000000012 1.0000000180025095e-35 0.089770000000000016 -0.082809999999999981 0.060550000000000007 0.086080000000000018 0.080705000000000013 -0.10607499999999999 0.008405000000000001 0.095500000000000015 -0.052389999999999992 0.090450000000000016 -0.46376499999999993 0.099930000000000005 0.062580000000000011 0.19444000000000003 0.16773500000000005 1.0000000180025095e-35 0.51164000000000009 0.116525 -1.0000000180025095e-35 -0.077179999999999985 0.097500000000000017 -1.0000000180025095e-35 0.51164000000000009 0.149315 -0.041534999999999996 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 9 8 13 10 11 12 -7 14 17 16 -16 -3 19 21 -21 22 -2 -11 -25 26 27 -23 -27 -30
right_child=18 2 -4 -5 5 6 -8 -9 -10 23 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 25 -24 24 -26 28 -28 -29 29 -31
leaf_value=7.3501545703038584e-05 0.00082022734277416027 0.012366692419163883 0.01103587780147791 0.0086680265547086806 0.010276670660823585 -0.0023034636868396775 -0.00399469961063005 -0.0012519307866958637 0.010550518605210212 0.0081157360512476694 -0.0033987555906853893 -0.002744097291447577 0.0038899335536618975 -0.00021972482375401471 0.0046171124381393733 -0.002025707282258996 -5.2935932133648846e-05 0.006142768296095627 -0.0029449003505641999 -0.0053091036574915056 0.0022956164847330557 0.010733854635618628 0.0068209495861083274 0.0035662017325187897 0.0084730532113462681 0.0024343060414629201 -0.0018379727653651077 0.0021882741083391012 -0.0055639863683609294 0.00030123299998658883
leaf_weight=40 32 24 20 30 26 20 20 21 23 26 22 21 154 28 1745 21 37 44 23 20 23 20 53 445 20 52 22 20 20 49
leaf_count=40 32 24 20 30 26 20 20 21 23 26 22 21 154 28 1745 21 37 44 23 20 23 20 53 445 20 52 22 20 20 49
internal_value=0 0.00425141 0.00431224 0.00426293 0.00421393 0.00341553 0.00317049 0.00452376 0.00458687 0.0033729 0.00193817 0.00254028 0.00317805 0.00451464 0.00458549 0.00444391 0.00452015 0.00833945 0.00154106 0.00187282 -0.00124146 0.0023725 0.00456185 0.00400699 0.00377725 0.00135558 0.00351624 0.00646106 0.000248468 -0.00139883
internal_weight=0 2787 2747 2727 2697 754 728 1943 1922 708 217 195 174 1899 1871 1803 1782 68 334 311 43 268 85 491 465 183 62 40 121 69
internal_count=3121 2787 2747 2727 2697 754 728 1943 1922 708 217 195 174 1899 1871 1803 1782 68 334 311 43 268 85 491 465 183 62 40 121 69
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=31
num_cat=0
split_feature=2 30 3 121 0 39 34 131 15 482 3 49 2 157 1424 483 1447 13 481 2 13 133 42 1211 1213 1213 12 43 403 3
split_gain=0.180811 0.107617 0.0929777 0.108041 0.0891649 0.0787394 0.0778576 0.0577018 0.0529406 0.0704498 0.0651305 0.063444 0.0875771 0.0801665 0.0572896 0.0527808 0.0537375 0.108237 0.052018 0.158668 0.057344 0.0549118 0.0818208 0.0637839 0.071829 0.0909141 0.0651085 0.0736084 0.0658805 0.118191
threshold=0.13404500000000005 0.086430000000000021 0.31299000000000005 -0.080284999999999981 0.034820000000000011 -1.0000000180025095e-35 -0.082914999999999989 0.090030000000000013 0.083195000000000005 0.11816500000000001 -0.15447499999999995 -0.094719999999999985 0.085785000000000014 -0.010609999999999998 1.0000000180025095e-35 0.11494000000000001 -0.085684999999999997 -0.082574999999999982 -0.085629999999999984 0.084145000000000011 0.0036400000000000004 0.41553500000000004 0.11934000000000002 0.11789500000000001 0.26124500000000006 0.11146500000000001 0.094225000000000017 0.0068900000000000012 -0.52800499999999995 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -3 -7 9 11 -10 12 -5 -14 -13 16 17 -12 19 -18 21 23 -23 24 25 26 27 28 29 -20
right_child=4 6 -4 8 -6 7 -8 -9 10 -11 15 14 13 -15 -16 -17 18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011106009082868696 -0.0043869445240125064 0.0025556038523655992 -0.00034842101637931437 0.010988037750268213 -0.0047152900676446742 0.0014167486253538937 -0.004295860499971443 0.0059456659073475748 0.0091335293531803231 0.0093123873340941604 0.01283960290337828 0.0032549404306081425 0.0090854955743998305 0.0012273879709175312 0.007529782537312713 4.5928585210016796e-05 -0.0041429529020975816 0.0030284777445637664 0.0057147738715035042 0.0077044322970323265 0.0026821024068483801 0.0042222362604330882 -0.0028196642302315347 0.010414087812585588 -0.00096070041880011556 0.011162844375940041 0.0074525248974232992 0.0018667549752798447 0.0054521649945136214 -0.0043503445514943449
leaf_weight=21 20 43 51 26 25 163 27 34 29 21 22 1543 20 37 32 28 26 23 28 20 152 66 22 22 20 24 85 90 381 20
leaf_count=21 20 43 51 26 25 163 27 34 29 21 22 1543 20 37 32 28 26 23 28 20 152 66 22 22 20 24 85 90 381 20
internal_value=0 0.00378589 0.00388241 0.00396064 0.000939924 0.00159145 -8.71038e-05 0.00219839 0.00390582 0.0035567 0.00445986 0.0034838 0.00617846 0.00398462 0.00334179 0.00432814 0.00444792 0.00782503 0.00428896 0.00100808 0.00445481 0.00481028 0.00246176 0.00511874 0.00493896 0.00512685 0.00488701 0.00446684 0.00501231 0.00152097
internal_weight=0 2879 2809 2758 242 217 70 197 2737 1679 1058 1658 83 57 1575 1029 1001 45 956 46 910 758 88 670 648 628 604 519 429 48
internal_count=3121 2879 2809 2758 242 217 70 197 2737 1679 1058 1658 83 57 1575 1029 1001 45 956 46 910 758 88 670 648 628 604 519 429 48
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=31
num_cat=0
split_feature=1 34 97 44 48 447 148 49 472 473 1451 49 0 52 156 0 131 131 3 124 3 1 1186 393 11 1456 1185 1429 1208 1210
split_gain=0.149745 0.0589308 0.0777785 0.0563695 0.052592 0.0512128 0.0580501 0.0494855 0.0528084 0.0570043 0.0617236 0.0475227 0.0669209 0.0606026 0.0472592 0.0854394 0.062687 0.0927255 0.0680354 0.059572 0.0523628 0.0441688 0.121683 0.115078 0.0736123 0.0710111 0.0658075 0.0629754 0.0604345 0.0902303
threshold=0.12000500000000001 -0.08786999999999999 -0.0047149999999999996 1.0000000180025095e-35 0.13765500000000006 0.09227500000000001 -0.087904999999999983 0.12497000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.089825000000000002 0.29540500000000008 -0.080499999999999988 -0.28430999999999995 0.10339000000000002 0.024095000000000002 0.096070000000000016 0.10548500000000001 -0.116045 -0.062639999999999987 0.31370500000000007 0.086920000000000011 0.060550000000000007 0.086525000000000005 0.082485000000000017 -0.071109999999999993 0.085905000000000009 -0.066319999999999976 0.10233500000000001 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 10 21 12 -9 -14 15 16 18 -18 -2 -20 -21 24 23 25 26 -23 27 -8 29 -27
right_child=14 2 3 -5 -6 -7 7 11 -10 -11 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0082817959086969508 0.0063367330795153975 -0.0012793647604329246 0.0088711712928488864 0.007637238113511558 -0.0015695282878975076 -0.00040183804984040119 0.0077125115634722498 -0.0038561973013981642 0.0082136142184026546 0.0079082715036026367 0.0081173191113131388 0.005457879051100463 0.0062537891258086483 -0.0013433671439997852 0.0049943746098627647 -0.0037400009530958616 0.00949000029570677 0.00030871876356699927 0.0029693156483852744 0.0002555429537526586 -0.0040932930298023728 0.0069309943773521072 -0.0039506296018281808 0.0096786551177501685 -0.0021965838924405119 -0.003770967813856576 0.0069311613943003952 0.0035378275278412801 0.0079626062547322376 0.0026023129002759773
leaf_weight=25 20 35 20 32 21 34 37 28 24 29 28 20 21 21 30 36 22 22 57 110 37 39 26 25 21 23 63 1545 20 650
leaf_count=25 20 35 20 32 21 34 37 28 24 29 28 20 21 21 30 36 22 22 57 110 37 39 26 25 21 23 63 1545 20 650
internal_value=0 0.00344849 0.00340474 0.00346486 0.00341532 0.00345446 0.00350413 0.00346316 0.00354513 0.00350042 0.00344881 0.00115892 -6.93523e-05 0.00245521 0.0012078 0.000834129 0.00144856 0.00489936 0.00077073 0.000225044 -0.000839062 0.00339544 0.00277597 0.003007 0.00368658 0.00277914 0.00376168 0.00363547 0.00254549 0.0023845
internal_weight=0 2787 2762 2727 2695 2674 2640 2620 2530 2506 2477 90 70 42 334 304 268 44 224 204 147 2449 783 757 1666 732 1645 1582 693 673
internal_count=3121 2787 2762 2727 2695 2674 2640 2620 2530 2506 2477 90 70 42 334 304 268 44 224 204 147 2449 783 757 1666 732 1645 1582 693 673
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 2 4 14 4 47 3 47 47 0 15 15 4 3 1 0 15 49 39 1429 151 151 50 3
split_gain=39.1247 4.63411 4.28704 3.25584 2.35043 1.60397 1.44655 1.32151 1.30641 1.05762 0.871529 0.693192 0.667468 0.580318 0.558986 0.488525 0.488293 0.48348 0.469141 0.645576 0.444619 0.419383 0.435991 0.412878 0.307999 0.303483 0.276997 0.261695 0.26004 0.253319
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092390000000000014 0.090285000000000018 0.13075500000000004 0.14285500000000004 -0.16363499999999997 0.076175000000000007 0.033845000000000007 0.10019500000000002 -0.11171999999999999 0.091680000000000011 0.077555000000000013 -0.062294999999999996 0.13592500000000005 0.035560000000000008 -0.064054999999999987 0.092670000000000016 0.16175000000000003 -0.11242999999999999 -0.095244999999999982 -0.063424999999999981 0.088025000000000006 -0.015219999999999999 -0.082829999999999973 -0.084129999999999996 0.041865000000000006 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 12 9 24 11 -6 21 16 17 -1 23 18 -13 29 -5 -14 -20 -8 22 -4 27 -3 -2 -25 -10 -9 -7
right_child=1 6 5 7 8 10 20 28 13 -11 -12 15 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0007777279620740119 0.0012217010007822577 0.00058867653736485834 0.0012142201615314859 0.00049893417245529834 0.0011473434567828484 0.0012452733128962847 0.000298145566128181 0.00015163044388150321 0.0006528606432137196 0.0015003285190536746 0.0009735367884638386 0.0010142224110959829 0.001215798937890376 0.00094720680626836156 0.0013493363654204444 0.00062115916532182419 0.00084626190777223331 0.00078568972975892181 0.001066593496518738 0.0006949130893948881 1.1888052610790028e-05 0.0012044965399811527 0.00081421371838901737 0.0007030069222031249 0.00037630665164074633 0.00096130601360887237 0.00044961045532263525 0.0009224920600068335 0.00045040290644888034 0.0011246395456012475
leaf_weight=26 22 97 20 77 31 74 126 24 31 46 171 31 56 31 32 20 23 32 98 22 25 1053 22 27 36 79 43 25 21 700
leaf_count=26 22 97 20 77 31 74 126 24 31 46 171 31 56 31 32 20 23 32 98 22 25 1053 22 27 36 79 43 25 21 700
internal_value=0 0.000562465 0.00112316 0.000729877 0.000942761 0.00115926 0.000382085 0.000587911 0.000779503 0.00120907 0.00110055 0.000671401 0.00107393 0.000706872 0.00111095 0.00086008 0.00112781 0.000583119 0.00106761 0.000998452 0.000250752 0.00119683 0.00100469 0.000647741 0.000531193 0.00101803 0.000547349 0.000773232 0.000291058 0.00113617
internal_weight=0 590 2531 306 422 2109 284 205 188 1141 968 160 234 157 208 51 797 109 176 120 151 1095 42 126 133 101 70 56 45 774
internal_count=3121 590 2531 306 422 2109 284 205 188 1141 968 160 234 157 208 51 797 109 176 120 151 1095 42 126 133 101 70 56 45 774
is_linear=0
shrinkage=0.00196078


Tree=5135
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 1 4 2 4 1 2 2 10 475 150 43 3 12 4 1 16 157 47 0 4 52 16 13
split_gain=22.8226 2.80914 2.53498 2.03149 1.76547 1.19446 0.748973 0.683403 0.652655 0.691117 0.580466 0.414338 0.501778 0.422081 0.412327 0.328797 0.31034 0.290487 0.333473 0.254629 0.261844 0.243281 0.235407 0.216779 0.205553 0.196216 0.298335 0.192764 0.284621 0.197766
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13604000000000002 0.098630000000000009 0.088105000000000003 0.076975000000000002 0.09253500000000002 0.36766000000000004 0.14122000000000004 0.40473500000000007 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.014199999999999999 -0.066784999999999983 0.081835000000000019 -0.04890499999999999 0.30112000000000005 0.090285000000000018 -0.51253999999999988 0.14804000000000003 0.19444000000000003 -0.061169999999999995 0.090280000000000013 -0.22491999999999998 0.50644500000000015 -0.066844999999999988 -0.27167499999999994 -0.070304999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 5 6 17 11 -4 9 15 -7 19 13 -13 21 -6 -17 -3 25 20 -1 -5 23 -21 -2 -19 -27 -16 29 -29
right_child=1 3 7 14 8 10 -8 -9 -10 -11 -12 12 -14 -15 27 16 -18 18 -20 22 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011855800000448076 0.00104597741433608 0.00037398140915581969 0.0008476568759776729 0.00023952715929743707 0.00097651402009468454 0.00079785701043966434 0.001143184166669456 0.00051388860903566489 0.00055582115379395236 0.00059302033761196419 0.00048859261873723412 0.00066431076093404384 0.00060984624498615077 0.00092085761225658101 0.00015869846786646281 0.00084847159116406979 0.0005974170771043967 0.0004367311649462756 0.00037195301748617414 0.00072744949629493789 0.00096449764304512825 -4.8886160631855012e-05 0.00075946362153474808 0.00093753993601317488 0.00079868617011051547 0.00072528311066369323 0.00045351112395330192 0.00017781427568002399 0.00047558160928514142 0.00040934932912808653
leaf_weight=21 24 116 34 23 76 70 72 77 34 41 35 27 25 284 24 354 20 29 48 20 1072 22 36 338 28 44 24 37 43 23
leaf_count=21 24 116 34 23 76 70 72 77 34 41 35 27 25 284 24 354 20 29 48 20 1072 22 36 338 28 44 24 37 43 23
internal_value=0 0.00047763 0.00090587 0.000435567 0.00091916 0.000518165 0.000947035 0.000616124 0.000818541 0.000836734 0.000694769 0.000939289 0.000877102 0.000898585 0.000259806 0.000858939 0.000835046 0.000447117 0.000505625 0.00095334 0.000968745 9.85251e-05 0.000910605 0.000925803 0.000912821 0.000571772 0.000629364 0.000316952 0.000353827 0.000266569
internal_weight=0 590 2531 538 2420 366 1895 111 525 491 105 1823 336 311 172 450 374 261 145 1487 1093 45 394 358 52 97 68 127 103 60
internal_count=3121 590 2531 538 2420 366 1895 111 525 491 105 1823 336 311 172 450 374 261 145 1487 1093 45 394 358 52 97 68 127 103 60
is_linear=0
shrinkage=0.00196078


Tree=5136
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 15 4 43 3 49 0 14 0 0 12 1 2 43 2 4 12 4 3 160 13 2 14
split_gain=28.5175 3.65073 2.98095 2.86105 1.90075 1.33735 1.0977 0.737682 0.699056 0.572369 0.507237 0.624821 0.664259 0.485995 0.462605 0.449664 0.435091 0.393064 0.392029 0.327132 0.300923 0.432717 0.283132 0.252419 0.229164 0.215904 0.291756 0.208256 0.201574 0.200148
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.40124500000000002 0.13082500000000002 0.024640000000000006 0.053180000000000012 -0.04890499999999999 0.11924500000000002 -0.0087849999999999977 -0.23194499999999998 0.076175000000000007 -0.13027499999999997 -0.072894999999999988 0.13597000000000004 0.15964000000000003 0.11389000000000002 -0.04890499999999999 0.11177500000000001 -0.073934999999999987 0.093965000000000007 -0.064054999999999987 -0.20241999999999996 -0.081069999999999989 -0.010739999999999998 0.10252500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 13 14 23 18 10 16 28 12 -12 -1 15 -4 22 25 -3 24 27 -22 -7 -5 -15 -18 -27 -2 -6 -23
right_child=1 7 5 6 8 9 -8 -9 -10 -11 11 -13 -14 19 -16 -17 17 -19 -20 -21 21 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012986861076371978 0.00052126755596724149 0.0003238910714042731 0.00085139320669567228 0.001155399377731716 0.00067990669844024149 0.0011200162836157706 0.00058292026868930053 0.00063205322638423735 0.0011008845059588955 0.0008989597507356818 0.00065717551997235789 0.00049060311351044512 0.00099010891510403656 0.0011047365085141638 0.0013020163378142334 0.0011076135348164493 0.0011177543519888568 0.00072103754456242987 7.7947891028073675e-05 0.0007599052905046793 0.00080014102486098283 0.00067220879901273573 0.0010259455736562945 0.00092768589217288812 0.00095263650964176431 0.00076926788687705998 0.00099254716208817392 0.000343789726349653 0.00047944589572794299 0.00049056421830100149
leaf_weight=22 73 127 27 24 54 217 36 26 21 150 36 20 64 69 46 1068 45 22 31 21 31 32 284 85 85 25 225 39 30 86
leaf_count=22 73 127 27 24 54 217 36 26 21 150 36 20 64 69 46 1068 45 22 31 21 31 32 284 85 85 25 225 39 30 86
internal_value=0 0.000555112 0.00103381 0.000658946 0.000883375 0.00106391 0.000879779 0.000326 0.000760241 0.0010103 0.000725175 0.000806978 0.000870253 0.00102401 0.00110939 0.0011013 0.00103072 0.000973869 0.000275636 0.00098948 0.00053626 0.000593984 0.00106669 0.000977825 0.00102079 0.000992725 0.000970219 0.000459467 0.000608314 0.000539824
internal_weight=0 590 2531 406 422 2109 145 184 225 968 204 120 100 197 1141 1095 818 317 158 175 261 149 501 109 154 295 250 112 84 118
internal_count=3121 590 2531 406 422 2109 145 184 225 968 204 120 100 197 1141 1095 818 317 158 175 261 149 501 109 154 295 250 112 84 118
is_linear=0
shrinkage=0.00196078


Tree=5137
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 1 2 150 13 132 2 4 2 3 13 160 16 3 1 40 16 131 48 12
split_gain=25.1375 4.02472 2.47702 2.12937 1.904 1.34664 1.08872 0.977751 0.666184 0.64638 0.549665 0.417176 0.492175 0.398998 0.334137 0.325233 0.321468 0.294005 0.328157 0.263302 0.225569 0.222164 0.255024 0.214245 0.200106 0.196906 0.193101 0.177013 0.176291 0.158017
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.077845000000000011 0.17025000000000004 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.004174999999999999 0.091050000000000006 -0.0091949999999999983 -0.55119499999999988 0.088850000000000012 -0.13309499999999996 -0.0044799999999999987 -1.0000000180025095e-35 -0.016164999999999995 -0.096099999999999977 0.11453000000000001 -0.055059999999999991 -0.11118499999999999 0.091440000000000007 0.081805000000000017 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 15 6 11 24 13 -5 14 17 16 19 -4 20 -13 -1 -19 -7 25 -22 -23 -21 -6 -3 -12 -2 -11 -25
right_child=1 2 10 9 7 8 -8 -9 -10 28 26 12 -14 -15 -16 -17 -18 18 -20 23 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0012873890618801966 0.0010860879025601266 0.00057691462976244097 0.00034598233609008062 0.00099076382628008079 0.0010700056959381875 0.0010993961306724012 0.0012838106496099149 0.00057232394335017002 0.0007000285025734129 0.00050182232870629024 0.00027533354223327559 0.00078719893386246091 0.00074977044948034463 0.0007323933371661275 0.00056716113541586662 0.00029808659069970538 0.0010287526671147536 0.0010811031478570774 0.0010206286194094796 0.00076023046584690313 0.00074820832744690877 0.00063200675560196756 0.00038464888515292851 0.0010223615748782859 0.00087293486516827189 0.00044184227172055493 2.6601806794311485e-05 0.00087014615535736079 0.00070991514749776312 0.00093026697009048539
leaf_weight=22 54 84 85 28 32 59 79 39 41 24 28 23 31 27 38 20 268 946 543 20 37 59 22 126 52 82 21 20 45 166
leaf_count=22 54 84 85 28 32 59 79 39 41 24 28 23 31 27 38 20 268 946 543 20 37 59 22 126 52 82 21 20 45 166
internal_value=0 0.000596318 0.000543022 0.0010242 0.000623048 0.00103595 0.00105843 0.00082889 0.000938011 0.000739498 0.000344352 0.00104872 0.00098464 0.000962526 0.000414314 0.000539763 0.00100966 0.00106237 0.00105905 0.000979275 0.000556783 0.000622325 0.000564823 0.000956559 0.000948009 0.000510192 0.000168734 0.00102773 0.000637535 0.000970006
internal_weight=0 673 599 2448 427 2351 1912 123 439 97 172 1833 322 398 123 304 291 1511 1489 371 284 118 81 312 84 166 49 74 69 292
internal_count=3121 673 599 2448 427 2351 1912 123 439 97 172 1833 322 398 123 304 291 1511 1489 371 284 118 81 312 84 166 49 74 69 292
is_linear=0
shrinkage=0.00196078


Tree=5138
num_leaves=31
num_cat=0
split_feature=1 124 4 2 1 151 457 16 42 13 3 15 96 2 158 4 52 12 133 16 16 3 160 15 1 1429 1446 1443 11 11
split_gain=0.443513 0.108967 0.088297 0.0728134 0.0920269 0.0782232 0.106345 0.0717185 0.0682702 0.0848968 0.0704755 0.0666158 0.0639037 0.0619648 0.0568123 0.0693618 0.0591611 0.0572386 0.0618756 0.0544442 0.154029 0.129915 0.0967031 0.0709974 0.0748374 0.0617605 0.051057 0.0693422 0.0559708 0.0844633
threshold=0.11374000000000002 -0.076779999999999987 -0.036839999999999991 0.10045500000000002 0.10956 -0.098364999999999994 0.080930000000000016 -0.29154999999999992 -0.0060199999999999993 -0.0093149999999999986 -0.0025099999999999996 0.024640000000000006 0.087655000000000025 0.11982500000000001 0.07968500000000002 0.24564500000000003 0.11639500000000001 0.083535000000000012 0.084760000000000016 0.40020000000000006 -0.0048099999999999992 -0.10831999999999999 -0.15400999999999995 -0.074054999999999996 0.097525000000000014 -1.0000000180025095e-35 0.11581000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 13 4 14 -5 19 -8 -1 10 -10 12 -4 -2 15 26 17 -16 -19 20 22 -22 -7 -21 -25 -26 27 28 -3 -30
right_child=2 3 11 5 -6 6 7 -9 9 -11 -12 -13 -14 -15 16 -17 -18 18 -20 23 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.007051146102299833 0.010111067426839362 0.0065659354963515841 0.0030960611790122904 0.011399148997258057 0.013436443097002449 0.011449639363597859 0.0045027717704042083 -0.0038644814537838103 0.0057585703562105413 -0.0024053177227162654 -0.0010818337358068674 -0.003017472251806231 -0.0025843126594000277 0.0038104975797437334 0.01288373492688181 0.001018613940951499 0.0033673723272624467 0.0070836611732374884 0.012117580084070084 0.012487561729821293 -0.0047085585761005473 0.0037034088599874264 0.0056320383477996387 0.0042912017122711038 0.0055155244459456302 0.011659016874101428 0.01115560121217277 0.0015760065309694728 0.014427120910714504 0.0069491969551150265
leaf_weight=46 27 1597 348 22 21 34 21 20 61 27 20 21 21 37 31 22 21 115 31 22 23 91 179 78 30 36 25 27 23 44
leaf_count=46 27 1597 348 22 21 34 21 20 61 27 20 21 21 37 31 22 21 115 31 22 23 91 179 78 30 36 25 27 23 44
internal_value=0 0.00640707 0.00302595 0.0065653 0.00685221 0.00555542 0.00531467 0.000421185 0.00382497 0.00245086 0.00406958 0.002461 0.00277279 0.00646855 0.00678079 0.00659795 0.00838574 0.00898114 0.00815251 0.00572164 0.00497289 0.00200626 0.00656067 0.00719657 0.00638822 0.00886652 0.00666948 0.00660316 0.00668473 0.00951625
internal_weight=0 2667 454 2513 1957 556 534 41 154 108 81 390 369 64 1936 1738 198 177 146 493 327 114 213 166 144 66 1716 1691 1664 67
internal_count=3121 2667 454 2513 1957 556 534 41 154 108 81 390 369 64 1936 1738 198 177 146 493 327 114 213 166 144 66 1716 1691 1664 67
is_linear=0
shrinkage=0.1


Tree=5139
num_leaves=31
num_cat=0
split_feature=4 3 2 2 12 2 2 457 12 42 133 52 1452 43 3 1 1 482 16 1213 2 1 16 42 42 16 483 159 1429 157
split_gain=0.370257 0.130877 0.0967032 0.0781831 0.0626668 0.0714127 0.144413 0.0659783 0.0664886 0.0871575 0.0935186 0.086138 0.108458 0.0626734 0.07128 0.0801926 0.0956771 0.0872301 0.0795707 0.0704832 0.0638219 0.0576373 0.0541801 0.0770019 0.070206 0.0531037 0.0571737 0.0576578 0.126869 0.0509345
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 -0.010834999999999999 -0.0091949999999999983 0.09358000000000001 0.26807500000000006 0.086700000000000013 0.090835000000000013 0.11269500000000002 0.5140450000000002 0.091225000000000014 -0.11720999999999999 -0.14989499999999997 0.093400000000000025 0.089770000000000016 0.089925000000000019 -0.015314999999999997 0.039620000000000009 0.091185000000000002 0.08592000000000001 -0.066924999999999985 0.11688500000000002 0.11066000000000001 -0.16927999999999996 -0.095084999999999989 0.03981500000000001 0.057970000000000008 -0.087084999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 5 -1 -7 8 9 10 11 12 13 -6 18 16 17 19 -15 20 25 -2 -10 24 -24 -16 -27 29 -29 -28
right_child=3 -3 -4 -5 7 6 -8 -9 22 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0012675689633710888 0.0076696434566243133 0.0015714521220935561 -0.00062178704766151704 -0.0031859642282749214 0.010568244776563583 0.0098335406072437778 0.0033961209373007044 0.0012110171906117883 0.0063007178687764665 0.011622509934629004 0.00057289477973245081 0.00061694078083912086 0.014230652849655599 -0.0020014098618412394 0.011350660831667483 0.0099863988603137339 0.0002443871519062668 0.00020701280795037749 0.0063884307379619438 0.011084832975297776 0.010736713591530653 0.0023776154064175203 0.0052217800062021105 0.0015143906408709221 0.010957566951401532 0.010831777550629341 0.0096219291112252664 0.0057796945050358779 -0.0035209421833860689 0.0059081998651141906
leaf_weight=58 22 74 23 24 41 50 115 28 775 36 25 22 20 20 20 71 24 20 26 38 35 319 711 55 22 24 42 55 20 306
leaf_count=58 22 74 23 24 41 50 115 28 775 36 25 22 20 20 20 71 24 20 26 38 35 319 711 55 22 24 42 55 20 306
internal_value=0 0.00572008 0.00583455 0.00233076 0.0058904 0.00428587 0.00534685 0.00603728 0.0060934 0.00680805 0.00659381 0.00678581 0.00696391 0.00676804 0.00654578 0.00681301 0.0064272 0.00669218 0.00274067 0.00693237 0.00661804 0.00271904 0.00570704 0.00512315 0.00539393 0.00630936 0.0060838 0.00581441 0.00329952 0.00635641
internal_weight=0 2756 2682 365 2659 223 165 2436 2408 845 809 784 762 742 701 655 584 560 46 540 502 341 1563 788 733 467 447 423 75 348
internal_count=3121 2756 2682 365 2659 223 165 2436 2408 845 809 784 762 742 701 655 584 560 46 540 502 341 1563 788 733 467 447 423 75 348
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 2 12 4 2 2 15 2 4 14 15 0 39 1 50 47 3 16 0 2 40 15 151 3 3 3
split_gain=18.0001 2.4177 1.79299 1.16239 1.11717 1.10241 0.8546 0.71324 0.608519 0.70299 0.487859 0.428927 0.355194 0.32352 0.288018 0.280541 0.279755 0.260565 0.247321 0.230935 0.224252 0.21786 0.214896 0.304499 0.20175 0.184674 0.220983 0.182756 0.33302 0.180544
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.11474000000000002 0.092390000000000014 0.14753000000000002 0.091545000000000015 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 -0.088749999999999982 0.11389000000000002 0.053180000000000012 0.076175000000000007 0.13592500000000005 -0.13027499999999997 0.096625000000000016 0.12958500000000003 0.041865000000000006 0.077555000000000013 -0.14477499999999996 -0.066924999999999985 -0.067094999999999988 0.10252500000000002 -0.077474999999999988 -0.41942499999999994 -1.0000000180025095e-35 -0.017889999999999996 0.149315 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 11 8 13 -6 24 17 -2 19 14 15 21 -4 27 -10 25 -1 -5 -8 23 -9 -3 -7 -27 -11 -29 -23
right_child=1 5 6 20 7 18 12 22 9 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00092527000853800609 0.00064240083985771929 0.00050568584892742279 0.00081751888363394156 0.00063753186744118311 0.00099482380235443976 0.00036787102357852772 0.00099181431930368542 0.00080856259615035204 0.00098324413337404757 0.00041751115418532317 0.0009425349676436942 0.00066541620835648598 0.00083578698248037953 0.001169171263062842 0.00072409138880311487 0.0010064602036279513 0.00037643414866685826 0.00067052473697592238 0.00047956140122780509 0.0011037787988082469 0.00040768127070338117 0.0010162296583967319 0.00051365752446175619 0.00061706013371049125 0.00031867881842085011 0.00031854829120942776 3.9476845558014475e-05 0.00069520441765726624 0.00048493511162186955 0.00090214633300681325
leaf_weight=179 27 42 31 47 31 29 298 58 21 22 91 22 137 46 22 1191 31 20 23 33 25 64 28 71 47 20 24 73 48 320
leaf_count=179 27 42 31 47 31 29 298 58 21 22 91 22 137 46 22 1191 31 20 23 33 25 64 28 71 47 20 24 73 48 320
internal_value=0 0.000571941 0.000952254 0.000754061 0.000835585 0.000485434 0.000975599 0.000723031 0.000543279 0.000599722 0.00087386 0.000926014 0.000927133 0.00100774 0.000944909 0.00100167 0.000545296 0.000830698 0.000302256 0.000953057 0.000557723 0.000952033 0.000669365 0.000703162 0.000406929 0.000246393 0.000166328 0.000581902 0.000611792 0.00092116
internal_weight=0 590 2531 190 422 400 2109 188 304 215 118 234 841 1268 704 1222 174 41 96 212 72 682 157 129 89 73 44 143 121 384
internal_count=3121 590 2531 190 422 400 2109 188 304 215 118 234 841 1268 704 1222 174 41 96 212 72 682 157 129 89 73 44 143 121 384
is_linear=0
shrinkage=0.00196078


Tree=5141
num_leaves=31
num_cat=0
split_feature=1 2 48 123 0 11 41 1454 43 15 3 4 48 400 132 13 3 13 1 4 12 12 40 2 0 16 3 0 52 1
split_gain=0.375496 0.110905 0.078913 0.0705751 0.0627274 0.0989002 0.100637 0.0795448 0.0709739 0.107221 0.107829 0.0699376 0.0620617 0.0619346 0.059314 0.0774977 0.0684321 0.0769364 0.0580714 0.0675509 0.0829729 0.0972029 0.0607846 0.071338 0.0587393 0.0573348 0.0552247 0.0590622 0.0523585 0.0566603
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085290000000000019 -0.075934999999999989 0.078065000000000009 0.079300000000000009 0.077440000000000023 -0.080419999999999978 1.0000000180025095e-35 -0.116045 -0.015039999999999998 0.081805000000000017 -0.065244999999999984 0.019705000000000004 -0.017449999999999997 -0.24190499999999995 0.096675000000000011 0.14860500000000001 -0.031404999999999995 -0.10022999999999999 0.11586 -0.068949999999999997 -1.0000000180025095e-35 -0.019414999999999998 -0.25582999999999995 -0.034684999999999994 -0.10474999999999998 0.10024500000000001 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 5 -1 -7 8 9 10 -6 -12 -5 -3 16 -16 17 -15 19 -2 -21 22 -22 -24 25 -20 -25 -28 29 -10
right_child=18 2 -4 12 7 6 -8 -9 28 -11 11 -13 -14 14 15 -17 -18 -19 24 20 21 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0063410869036488295 0.0067210521003822007 -0.0002044383645989001 -0.0014594264246989043 -0.0012501243851147593 -0.0054364873841404914 0.01417844875743895 0.0059462396229651793 0.011279999702237547 0.0083101653957176804 0.0071067806279156796 0.0047742781701568026 -0.0020447669195986931 0.0052825977434762398 0.0055948367012509459 0.006471132728319358 -0.00047512256747318641 0.0054563304250540134 0.013781895895954223 -0.0014970445476303047 0.0066363284943272947 0.0037657754038486427 0.0077017560855231499 -0.0059955045953392983 0.0035522998053286424 -0.0040221837743257098 0.0059008403506595648 0.001739065853325883 -0.0043854165161798346 0.0032033421446523466 0.0049712368922310247
leaf_weight=1656 41 20 20 33 20 33 27 20 96 43 53 21 26 24 29 36 439 22 22 37 45 22 20 38 26 20 32 31 61 108
leaf_count=1656 41 20 20 33 20 33 27 20 96 43 53 21 26 24 29 36 439 22 22 37 45 22 20 38 26 20 32 31 61 108
internal_value=0 0.00586943 0.00472447 0.0049211 0.00621698 0.00648559 0.010474 0.00512472 0.00481849 0.0029705 0.00107837 0.00283914 0.0016287 0.00526189 0.00546066 0.00262398 0.00584084 0.00951039 0.00232123 0.00298791 0.00230765 0.00145573 0.000627948 -0.000539012 -0.00028669 0.00202576 0.000541481 -0.00127457 0.00577386 0.0065425
internal_weight=0 2787 649 629 2138 1716 60 422 402 137 94 74 59 570 550 65 485 46 334 266 225 188 166 121 68 42 101 63 265 204
internal_count=3121 2787 649 629 2138 1716 60 422 402 137 94 74 59 570 550 65 485 46 334 266 225 188 166 121 68 42 101 63 265 204
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 2 2 1 1 1429 160 12 14 1 52 50 50 16 0 4 1 15 13 16
split_gain=37.7997 6.03992 4.14668 3.13704 2.32236 1.92908 1.53869 1.1373 1.07037 1.0478 0.925011 0.914652 0.771127 0.570013 0.421735 0.521572 0.348718 0.345703 0.311794 0.300533 0.28097 0.26871 0.255089 0.323479 0.253114 0.324667 0.520369 0.262259 0.321949 0.247179
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.27287000000000006 0.062655000000000016 0.092845000000000025 0.14285500000000004 0.11474000000000002 0.091265000000000013 0.16175000000000003 0.080270000000000022 0.084690000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096015000000000017 0.11588000000000001 0.31359500000000001 0.08461500000000001 0.083640000000000006 -0.039889999999999988 0.18019500000000002 -0.013514999999999998 0.086920000000000011 -0.11345499999999999 -0.078279999999999975 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 8 10 12 -5 17 19 14 16 20 22 -9 -4 -10 -6 -1 -12 23 -16 25 -14 27 -27 -29 -7
right_child=1 2 7 9 11 29 -8 13 18 -11 21 -13 24 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013062924661970156 0.0012329251576998781 0.00067604346152456204 0.00058764647675050294 0.0011430844698134843 0.0012457384553998577 0.00072490997151731542 0.00075761562584613273 0.00057098092384872388 0.001547080140449502 0.00072353962939719553 0.00025695609725653168 0.00071430389332510585 0.0012414781281241995 9.1721469518162466e-05 0.001093045269787266 0.00093465249142119801 0.00035519072119853792 0.00090262784795844492 0.0012832630276558251 0.00099820289063581153 0.0011164117602137807 0.00057098543125332578 0.0012873254870959356 0.0012462356879086919 0.00097970721549263179 0.0013229742503524967 0.00089206711921509393 0.0012518794221036574 0.0011086058344493728 0.0010073057032205202
leaf_weight=894 74 222 21 37 44 26 24 39 61 60 22 26 394 25 77 22 110 37 24 33 31 20 250 170 20 43 26 92 175 22
leaf_count=894 74 222 21 37 44 26 24 39 61 60 22 26 394 25 77 22 110 37 24 33 31 20 250 170 20 43 26 92 175 22
internal_value=0 0.000704437 0.000639148 0.00122913 0.000788944 0.00124339 0.0012515 0.00046147 0.0012567 0.000883572 0.000628105 0.00103228 0.00124834 0.000365703 0.00127483 0.00123009 0.000411673 0.000788583 0.00147259 0.00113965 0.00129993 0.000406494 0.00124317 0.00119848 0.00119733 0.00120329 0.00115851 0.00118086 0.00115797 0.000854341
internal_weight=0 673 599 2448 325 2351 2303 274 2279 97 100 103 2194 174 1444 519 149 58 85 77 925 42 497 247 750 730 336 310 267 48
internal_count=3121 673 599 2448 325 2351 2303 274 2279 97 100 103 2194 174 1444 519 149 58 85 77 925 42 497 247 750 730 336 310 267 48
is_linear=0
shrinkage=0.00196078


Tree=5143
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 43 0 49 3 49 40 40 3 12 9 4 3 3 147 130 3 1 13 43 12 0 15 484 484 41
split_gain=0.413055 0.123086 0.0898561 0.0818881 0.0711676 0.0699815 0.0929795 0.0798689 0.072657 0.073828 0.0620215 0.0613473 0.0553625 0.0771469 0.0539788 0.0559061 0.0527616 0.0536242 0.0509918 0.0504412 0.0482664 0.0915277 0.0466208 0.0670505 0.0479847 0.0459974 0.0520162 0.0458429 0.0957555 0.0771063
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.092395000000000019 0.081185000000000021 -0.078654999999999989 -0.062764999999999974 -0.08130999999999998 0.11924500000000002 -0.026779999999999995 -0.08440499999999998 -0.080519999999999994 0.30112000000000005 -0.42850999999999995 0.081890000000000004 0.40124500000000002 0.12745000000000004 -0.0025099999999999996 0.091170000000000015 -0.0060099999999999989 -0.0063699999999999989 0.095950000000000021 -0.072819999999999982 -0.03898999999999999 -0.07983999999999998 -0.14920999999999998 0.13592500000000005 0.087020000000000014 0.085595000000000018 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 18 -10 -8 -9 16 -14 15 25 17 19 20 -2 21 -7 24 -24 -21 -3 27 28 29 -27
right_child=12 14 3 -5 -6 8 10 11 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011762822168352813 -8.7079200251349083e-05 0.0093684691614631943 0.0058716085675204624 -0.00039095501438714568 0.010567590390117123 0.0076085198049743973 0.0027029252013839461 -0.0038683273436116248 0.0069939647456286128 0.00019147040819426854 0.0095108315637105548 0.0022745208380542492 0.0043000143213088029 -0.0016445024839323776 0.010799709204584361 0.0023798143782187255 0.0067539559545605841 -7.4108475102828094e-05 0.0019063874081309354 0.0051627455700543673 0.0078059818578185523 5.899826109480972e-05 0.0038214924042632432 0.0099119595459861952 -0.0016813876340165735 0.0066120861937356045 0.0030714504063389329 0.0081633443940023094 0.00083947251706073696 0.0011275678228300351
leaf_weight=23 29 58 29 25 26 42 23 29 27 39 32 37 34 61 30 32 38 52 21 21 200 26 51 28 20 1820 43 169 30 26
leaf_count=23 29 58 29 25 26 42 23 29 27 39 32 37 34 61 30 32 38 52 21 21 200 26 51 28 20 1820 43 169 30 26
internal_value=0 0.00624651 0.00494874 0.00520212 0.00546544 0.00520276 0.00339178 0.00149739 0.00596796 0.00297431 0.00666389 -0.000424609 0.00252508 0.000483009 0.00658682 0.00652879 0.00333679 0.00269076 0.00665163 0.00365568 0.00702346 0.00472194 0.00456017 0.00598014 0.00182414 0.00659066 0.00651349 0.00658587 0.00644376 0.00653484
internal_weight=0 2787 579 556 531 505 150 95 355 66 55 66 334 95 2208 2178 239 201 289 149 268 68 120 79 41 2146 2088 2045 1876 1846
internal_count=3121 2787 579 556 531 505 150 95 355 66 55 66 334 95 2208 2178 239 201 289 149 268 68 120 79 41 2146 2088 2045 1876 1846
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 14 2 1 2 3 2 1 0 49 4 12 1 2 40 50 15 1 47 3 15 157 16 1 0
split_gain=44.4546 7.53445 4.15144 3.5957 2.50079 2.43203 1.92816 1.62891 1.60559 1.39621 1.10037 0.948746 0.810996 0.82092 0.68148 0.575963 0.566354 0.52599 0.520296 0.504577 0.412781 0.410759 0.383679 0.375816 0.369718 0.36244 0.36061 0.359685 0.32763 0.291804
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.10188000000000001 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.11658 0.13501500000000002 0.089770000000000016 -0.10836499999999999 -0.054984999999999992 -0.15289999999999995 0.091325000000000003 0.13075500000000004 0.094835000000000017 -0.077714999999999992 0.041865000000000006 -0.040439999999999997 0.12408500000000001 0.11518500000000002 -0.10831999999999999 -0.089964999999999976 -0.069619999999999987 0.19444000000000003 0.14699000000000004 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 12 19 18 -9 11 21 16 -14 -2 -11 29 -5 -4 -3 25 -7 -17 -16 -15 28 -18 -28 -6 -1
right_child=1 4 8 17 20 10 -8 9 -10 15 -12 -13 13 24 23 22 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013407865771453134 0.00097954816296887213 0.00067986324429512022 0.0014882703378699183 0.00087660023431275404 0.00056074294252798267 0.0012563959613020384 0.0017201802690007179 0.0011114516072976218 0.00082609860389202877 0.0010670114016416027 0.00085949866926553198 0.00098741582748304948 0.0010368934562891687 0.001102069365043266 0.0014202704717492969 0.00077020655820527601 0.0011293534410185318 0.00053313967765741105 0.0011278969824748989 0.0003953088929547983 0.00062374615666722011 0.0013968965461708944 0.00055292088087964672 0.0011830951874383746 0.0013785040750495456 0.00012474800634352281 0.0014043349656378179 0.0011999359878523362 0.00027790592638684397 0.0014635471799166943
leaf_weight=80 23 46 24 60 31 180 83 54 66 20 25 37 34 20 84 122 23 24 43 50 26 144 42 37 266 22 314 37 32 1072
leaf_count=80 23 46 24 60 31 180 83 54 66 20 25 37 34 20 84 122 23 24 43 50 26 144 42 37 266 22 314 37 32 1072
internal_value=0 0.000811028 0.00138004 0.00110087 0.000662525 0.00139939 0.00142782 0.000747262 0.00104316 0.000834229 0.00125732 0.00128487 0.00141468 0.00132493 0.00128894 0.00075287 0.0014335 0.000778469 0.00125699 0.000531658 0.000407548 0.00131884 0.00071456 0.00134775 0.00135917 0.000341417 0.0013672 0.00138279 0.00041708 0.00145502
internal_weight=0 673 2448 228 445 2315 1929 334 133 238 386 361 1846 320 144 184 1526 84 67 96 111 324 164 121 286 85 374 351 63 1152
internal_count=3121 673 2448 228 445 2315 1929 334 133 238 386 361 1846 320 144 184 1526 84 67 96 111 324 164 121 286 85 374 351 63 1152
is_linear=0
shrinkage=0.00196078


Tree=5145
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 150 2 4 2 14 12 16 43 2 4 0 3 160 43 2 15 0 16 3 43 3 15
split_gain=22.2929 2.78714 2.58069 1.781 1.38958 0.865579 0.828061 0.825949 0.59733 0.555648 0.497907 0.477722 0.451371 0.427945 0.426353 0.417358 0.420013 0.402094 0.315838 0.399062 0.315492 0.314139 0.414827 0.262707 0.259687 0.412649 0.242245 0.356928 0.230169 0.228954
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.085505000000000012 0.40124500000000002 0.091475000000000015 0.09487000000000001 0.10803500000000001 0.033845000000000007 0.13754500000000003 0.076175000000000007 -0.042789999999999988 -0.034884999999999992 -0.066504999999999995 0.087470000000000006 0.49041500000000005 -0.066089999999999996 -0.15713499999999997 -0.063384999999999983 -0.04890499999999999 0.11177500000000001 -0.15026499999999995 -0.11173999999999999 -0.43320999999999993 0.095270000000000007 -0.083134999999999987 0.10299500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 8 11 -5 12 9 15 18 17 24 -11 -7 16 -1 -3 -9 -20 -21 -2 -23 -17 25 -4 27 -6 29 -25
right_child=1 5 7 6 26 14 -8 10 -10 13 -12 -13 -14 -15 -16 23 -18 -19 19 20 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00054572679651996778 0.00042243137913451325 0.00058890441146502699 0.00098402252801660069 0.00091736062677274925 0.00061679951950949447 0.00043487021350641769 0.00053688048223251422 0.00096057909292377494 0.00056644827837713037 0.00084363898180908386 0.00081208303735566653 0.00020870021285620828 0.0011819309470039703 0.00046213347647412149 0.00073719470206952886 0.0011579292794812383 0.00088816835234562549 0.0003236057669269959 0.0010289432803140487 0.0006123067780696099 0.00085791261091470192 0.00082673285548274741 0.00052351011600236693 0.00088846218419361177 0.00099036577700773961 0.0006363499085275399 0.00069942115700689911 0.00028843762499152441 0.00073263063953787671 0.0010411082349090291
leaf_weight=21 77 30 35 91 35 47 29 502 26 26 156 101 46 20 29 22 40 82 45 24 124 22 82 85 1156 21 39 20 20 68
leaf_count=21 77 30 35 91 35 47 29 502 26 26 156 101 46 20 29 22 40 82 45 24 124 22 82 85 1156 21 39 20 20 68
internal_value=0 0.000508121 0.000931362 0.000640174 0.000791393 0.000370585 0.000825411 0.00095937 0.000851627 0.000876179 0.000912191 0.000306486 0.000991284 0.000677767 0.000550231 0.000911831 0.000770279 0.000394668 0.000934661 0.000867249 0.000818085 0.000517366 0.000587653 0.000956111 0.000984049 0.000853645 0.000581214 0.000497395 0.000930447 0.000956305
internal_weight=0 590 2531 301 422 289 120 2109 328 302 851 213 1258 46 76 256 61 112 695 193 148 181 104 195 1212 56 94 55 173 153
internal_count=3121 590 2531 301 422 289 120 2109 328 302 851 213 1258 46 76 256 61 112 695 193 148 181 104 195 1212 56 94 55 173 153
is_linear=0
shrinkage=0.00196078


Tree=5146
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 14 2 0 4 47 4 457 12 50 15 0 49 14 2 16 1 4 52 3 4
split_gain=21.0886 2.66894 2.30084 1.49104 1.34064 1.04129 0.971345 0.902363 0.830813 0.689151 0.50803 0.445272 0.491538 0.444297 0.430397 0.350936 0.289926 0.273095 0.262589 0.270924 0.261818 0.260909 0.242448 0.236251 0.228496 0.248216 0.226337 0.218308 0.209577 0.249103
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.076175000000000007 0.10444500000000002 -0.074479999999999977 0.033845000000000007 0.077555000000000013 -0.033174999999999989 0.045365000000000009 0.13597000000000004 0.041865000000000006 -0.089964999999999976 -0.13027499999999997 -0.012034999999999999 -0.46413499999999996 0.113445 -0.06421499999999998 0.11414000000000001 -0.059649999999999988 -1.0000000180025095e-35 -0.14186499999999996 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 21 7 10 -3 -9 -5 20 12 16 17 23 -10 -11 28 19 -7 -4 -2 -17 26 25 -24 -1 -13 -8 -30
right_child=1 5 6 9 -6 18 13 8 15 11 -12 27 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00080881920590649781 0.00045467057740133178 0.00013633899513707133 0.00061482754002863051 0.00076986904003333999 0.00031753824801674329 8.942998387441247e-05 0.00084536521520768224 0.00061781181867758765 0.00053238355795212113 0.00068473993224871298 0.0010026280662618126 0.00017502359658619693 0.00032823494552332332 0.00061921005978941282 0.0009526109256157608 0.00047040403546655878 0.00045801676196080088 0.00054951848901752844 0.00024919566548419592 -0.0001633142723756678 0.00079735498328846032 0.00070177161715168882 0.00041019343948847127 0.00049392013080125938 0.000106716818584044 0.00019385495369194768 0.00065404138743901756 0.00040944983098346372 0.00054423598415284321 0.00074055064362348033
leaf_weight=64 20 90 31 31 74 63 70 42 23 57 46 24 36 154 29 20 35 29 26 22 1191 92 38 20 36 44 84 42 26 562
leaf_count=64 20 90 31 31 74 63 70 42 23 57 46 24 36 154 29 20 35 29 26 22 1191 92 38 20 36 44 84 42 26 562
internal_value=0 0.000327974 0.000739624 0.000607461 0.000522335 0.000238491 0.000766069 0.000299762 0.000372216 0.000498403 0.000800339 0.000455024 0.000522478 0.000714399 0.00073202 0.000308147 0.000598487 0.000735737 7.67591e-05 2.40138e-05 0.000792725 0.000657646 0.000270774 0.000693942 0.000236939 0.000294109 0.000720972 0.000324204 0.000743944 0.00073187
internal_weight=0 590 2531 422 186 404 2109 293 203 225 1268 194 128 841 197 161 92 687 111 85 1222 112 138 168 118 82 148 66 658 588
internal_count=3121 590 2531 422 186 404 2109 293 203 225 1268 194 128 841 197 161 92 687 111 85 1222 112 138 168 118 82 148 66 658 588
is_linear=0
shrinkage=0.00196078


Tree=5147
num_leaves=31
num_cat=0
split_feature=1 3 4 0 2 12 3 3 15 13 3 2 133 150 160 52 16 150 42 2 133 13 52 16 15 0 48 16 15 15
split_gain=0.656082 0.1844 0.100127 0.0950742 0.0947295 0.0787009 0.0865566 0.103094 0.119741 0.0853974 0.0763796 0.0730571 0.0656305 0.13253 0.102714 0.0942412 0.100763 0.0657663 0.0626099 0.0903313 0.0621089 0.105067 0.0728438 0.0803637 0.0706784 0.0607432 0.0601749 0.0937165 0.089402 0.0576861
threshold=0.10337500000000001 -0.034684999999999994 0.40124500000000002 0.089620000000000019 0.11474000000000002 0.051320000000000005 0.076840000000000006 0.11658 -0.0088349999999999974 -0.0021749999999999994 -0.0025099999999999996 0.092235000000000025 0.017095000000000003 0.083555000000000004 0.030480000000000004 -0.51296999999999993 -0.06421499999999998 0.083250000000000005 0.093175000000000022 0.10855000000000002 0.089595000000000022 0.016935000000000002 -0.04127999999999999 0.40020000000000006 -0.040804999999999994 0.041630000000000007 0.091840000000000019 -0.072359999999999994 -0.30407999999999996 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 5 29 6 9 -8 26 10 -3 -1 13 14 15 -13 -17 20 19 25 21 24 23 -22 -14 -18 28 -28 -9 -2
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 -12 12 17 -15 -16 16 18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0086396065225814462 0.0031294132455844774 0.0050342816074661328 0.0014715251851488244 -0.0033021222893148666 0.0040739100397018694 -0.0023593281133798883 0.0098739898684093875 0.0047307776869274683 -0.0014514947121885297 -0.0030632911082357169 0.00011801876778695354 0.010024783933027226 0.010232934124013854 -0.00016324344722778297 0.010254201318430543 0.007599902349465993 0.0022474795434391129 0.013192989131763439 0.0078906553334880825 -0.0024375202841366884 0.00037630975712090733 0.0047702512068402338 0.0083131829883220498 0.0073262896920446453 0.017455633357167245 0.0078237442811951042 0.00048900626266417519 0.0084826065719508653 0.011271121680902345 0.0085659039253907308
leaf_weight=1590 22 89 22 20 93 20 41 57 30 25 49 55 42 27 81 120 56 27 28 27 28 24 185 41 20 30 44 22 33 173
leaf_count=1590 22 89 22 20 93 20 41 57 30 25 49 55 42 27 81 120 56 27 28 27 28 24 185 41 20 30 44 22 33 173
internal_value=0 0.00474188 0.00818686 0.00343034 0.00670008 0.00375875 0.0040725 0.00533491 0.00433436 0.00231443 0.00328865 0.00824891 0.00746356 0.00661611 0.00707717 0.00626281 0.00547006 0.00844263 0.00365742 0.00260848 0.0080654 0.0103882 0.00727895 0.00450601 0.0125628 0.00419269 0.00544702 0.00315354 0.0071289 0.00795256
internal_weight=0 718 2403 430 288 410 390 227 186 163 138 2381 791 424 397 316 261 367 141 113 340 86 254 69 62 86 156 66 90 195
internal_count=3121 718 2403 430 288 410 390 227 186 163 138 2381 791 424 397 316 261 367 141 113 340 86 254 69 62 86 156 66 90 195
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=31
num_cat=0
split_feature=1 12 1 475 39 47 402 10 10 52 14 1 4 15 43 12 12 1446 42 49 403 1213 12 1213 12 16 130 43 403 42
split_gain=0.536849 0.166753 0.0850511 0.0762121 0.0726083 0.0701218 0.0750068 0.0702333 0.110936 0.0762405 0.130634 0.0693242 0.0775652 0.067374 0.0670023 0.0638143 0.0849461 0.0806847 0.0715789 0.0691409 0.0687924 0.124832 0.110894 0.139501 0.107978 0.0960521 0.0802497 0.0743121 0.0972707 0.11196
threshold=0.12000500000000001 0.051320000000000005 0.08864000000000001 -0.029109999999999997 0.10076500000000001 0.085505000000000012 0.09388500000000001 -0.062879999999999978 -0.39453499999999991 -0.065544999999999978 -0.10708499999999999 0.14262000000000002 0.022185000000000003 0.035560000000000008 -0.020444999999999994 0.092550000000000007 0.092355000000000007 0.10573500000000001 -0.14609499999999997 0.12595000000000003 -0.085164999999999977 0.086260000000000017 0.083785000000000012 -0.085929999999999992 0.091085000000000013 -0.091744999999999979 0.095135000000000011 -0.023869999999999995 -0.121015 0.090835000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 6 7 8 -2 -9 -11 12 -7 -4 -5 16 20 18 -17 -20 22 26 -3 -24 25 -25 -22 -27 29 -29
right_child=5 15 13 4 -6 11 -8 9 -10 10 -12 -13 -14 -15 -16 17 -18 -19 19 -21 21 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=0.0022419329947577075 0.0039566524466499685 0.011753349581404645 0.0042996499058672744 0.013056467830028852 0.0037584145378787071 0.011090587696991861 -0.0039317322894930843 -0.00049964627862209455 -0.0065759661886841056 0.010840256753950738 0.0029517591208937247 0.00014810851849192245 0.004312502583847023 0.0088452203121657177 0.0078410949094534343 0.011462284399963477 0.01394420618839238 0.00096523113872693943 0.0070058580109707948 0.0028776318858226026 0.0081090044856600221 0.013390769394622607 -0.0023448318941518666 0.01307324958809962 4.0342845022678378e-05 0.0086991082086072622 0.0030228790821638543 -0.0037720356865421586 0.0074462470266845014 0.0060949189487196839
leaf_weight=26 20 34 346 32 32 25 20 40 20 26 109 22 52 36 107 34 23 23 718 43 1015 44 20 24 24 75 32 23 53 23
leaf_count=26 20 34 346 32 32 25 20 40 20 26 109 22 52 36 107 34 23 23 718 43 1015 44 20 24 24 75 32 23 53 23
internal_value=0 0.00710892 0.00559839 0.00728611 0.00805306 0.00286633 0.00192588 0.00247077 -0.00130966 0.00333487 0.00447103 0.00509872 0.00651318 0.00472803 0.00904176 0.00750503 0.00791744 0.00680423 0.00697316 0.00677259 0.00781603 0.00817284 0.00640563 0.0056543 0.00637494 0.00714277 0.00795355 0.00632477 0.00452603 0.00116144
internal_weight=0 2787 579 197 171 334 235 215 40 175 135 99 77 382 139 2208 1390 818 795 761 1367 1091 276 242 222 198 1047 174 99 46
internal_count=3121 2787 579 197 171 334 235 215 40 175 135 99 77 382 139 2208 1390 818 795 761 1367 1091 276 242 222 198 1047 174 99 46
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=31
num_cat=0
split_feature=4 3 9 160 2 40 11 15 15 41 14 0 3 2 3 15 42 1 133 16 2 1 15 402 1455 52 40 43 3 12
split_gain=0.444412 0.15342 0.119961 0.0872573 0.0831811 0.0733113 0.0717548 0.093219 0.110005 0.188344 0.122652 0.0897966 0.0981134 0.140575 0.106421 0.0736159 0.0673051 0.0656458 0.0911464 0.0724009 0.0656351 0.0580889 0.0554492 0.0911211 0.0554278 0.0755088 0.0562948 0.0547681 0.117238 0.0797927
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.25063000000000007 0.051255000000000002 1.0000000180025095e-35 -0.097454999999999986 0.040760000000000005 0.07677500000000001 0.078235000000000013 -0.10836499999999999 0.11296500000000002 0.08622500000000001 -0.080934999999999993 -1.0000000180025095e-35 0.11457500000000002 0.091785000000000019 0.40304500000000004 -0.080509999999999984 -0.090999999999999984 0.08592000000000001 -0.56368999999999991 0.089785000000000018 0.10752500000000002 0.5116750000000001 -0.082294999999999993 -0.05647499999999999 -0.0025099999999999996 -0.07415999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 21 6 11 -8 9 -9 -10 12 13 -4 -15 -16 20 19 -19 -18 -13 -2 -23 27 26 -26 -22 28 -24 -29
right_child=4 -3 5 -5 -6 -7 7 8 10 -11 -12 16 -14 14 15 -17 17 18 -20 -21 24 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0018593393852291949 0.0080808795099569994 0.0019319221661823355 0.0095394180583146717 0.0067265403484634591 -0.002979909679076324 0.0018815948496921919 0.014865165622904897 0.0079543842584826052 0.017351357833970162 -0.0026465417595491524 0.0079137165693100552 0.0017278433738586803 -0.0014664680474316297 -0.0018521669631203015 0.0039096138567210328 0.0098063366523442365 0.0099622407139071997 -0.002597074257209897 0.0055552829377120364 0.0046208876577005613 0.012060817996306081 0.0072893781000748286 0.0033947480654451141 -0.0039638727809125111 0.015024912226945162 0.0064394036618371803 0.0068547483928612339 0.0089078884882231556 -0.0041171164537269263 0.0030085343103181867
leaf_weight=29 22 74 60 20 24 32 21 83 21 21 40 24 23 27 114 26 36 24 32 86 21 25 63 21 20 21 1901 27 31 152
leaf_count=29 22 74 60 20 24 32 21 83 21 21 40 24 23 27 114 26 36 24 32 86 21 25 63 21 20 21 1901 27 31 152
internal_value=0 0.00642367 0.0065476 0.0016451 0.00271042 0.00663884 0.00669736 0.00858996 0.0077913 0.00581381 0.0111627 0.0065516 0.00475715 0.00538774 0.00389612 0.00500472 0.00675881 0.00489593 0.00206142 0.00619702 0.00692569 0.00311091 0.00276816 0.0023837 0.00698924 0.0106275 0.00691163 0.00287197 0.000917431 0.00389838
internal_weight=0 2756 2682 49 365 2633 2601 186 165 104 61 2415 250 227 167 140 2165 178 56 122 1987 341 319 294 1963 41 1922 273 94 179
internal_count=3121 2756 2682 49 365 2633 2601 186 165 104 61 2415 250 227 167 140 2165 178 56 122 1987 341 319 294 1963 41 1922 273 94 179
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 2 1 4 0 15 1 123 150 158 132 1 12 4 1 1 40 3 43 52 1
split_gain=28.5546 4.81588 2.50358 2.06092 1.60974 1.47112 1.04222 0.934173 0.898992 0.887607 0.754078 0.681635 0.482924 0.456859 0.539469 0.4449 0.415352 0.402519 0.399982 0.385621 0.437142 0.318215 0.326848 0.290021 0.272864 0.256535 0.253213 0.394822 0.232103 0.231702
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.14122000000000004 0.077845000000000011 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.122715 0.10695000000000002 1.0000000180025095e-35 0.085030000000000008 0.088890000000000011 0.15799000000000005 0.088245000000000004 -0.52556499999999995 0.13075500000000004 0.083345000000000016 -0.077714999999999992 0.30112000000000005 -0.078139999999999973 -0.56176499999999996 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 25 -8 -9 12 17 -4 13 14 -1 -2 26 28 24 20 -6 22 -15 -5 -14 -3 27 -10 -7 -24
right_child=1 4 11 23 19 10 7 8 16 -11 -12 -13 18 21 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001141013414658549 0.00097433073809791203 0.00042135719430632095 0.00095085375198797014 0.00060600542420752681 0.00022701399809217708 0.0011201604752758749 0.00088056746237223443 0.00083360777332864959 0.00037451249163816954 0.0012412719127113455 0.00065871221683687831 0.0005881198758376394 0.00094220567105959764 0.0013144143544881841 0.00078141472230538252 0.00070256525581353728 0.00020298102714493523 0.00070684408162332961 0.0011173841716700626 0.00042696468645622612 -0.0001114991562002722 0.0010176337264174848 0.0010732173942862801 0.00035096862763501216 0.00075038785759007657 0.00021846058438805972 0.00035863515993981969 0.00060824316084879377 0.00094026545016927775 0.00089754745565062645
leaf_weight=23 115 46 28 60 55 30 30 29 40 79 41 69 81 21 53 29 21 27 33 23 20 784 764 24 44 50 40 91 341 30
leaf_count=23 115 46 28 60 55 30 30 29 40 79 41 69 81 21 53 29 21 27 33 23 20 784 764 24 44 50 40 91 341 30
internal_value=0 0.000545494 0.00100153 0.000777219 0.000426768 0.00101427 0.00048944 0.000555898 0.000511825 0.00103777 0.000911907 0.000692827 0.001029 0.00103878 0.000890241 0.0009196 0.000463222 0.00093799 0.000925376 0.000204857 0.000136744 0.00104584 0.00107297 0.000533138 0.000874686 0.000315682 0.000495181 0.000536875 0.000954812 0.00106658
internal_weight=0 673 2448 228 445 2351 347 251 221 1912 439 97 1833 1675 76 144 192 398 158 98 75 1599 815 84 125 96 171 131 371 794
internal_count=3121 673 2448 228 445 2351 347 251 221 1912 439 97 1833 1675 76 144 192 398 158 98 75 1599 815 84 125 96 171 131 371 794
is_linear=0
shrinkage=0.00196078


Tree=5151
num_leaves=31
num_cat=0
split_feature=1 155 3 399 148 123 51 3 4 0 43 2 43 12 43 43 160 0 48 129 43 10 159 13 13 132 3 40 4 16
split_gain=0.453161 0.168872 0.125432 0.0982728 0.0935761 0.0926219 0.0839216 0.0872605 0.0953672 0.072783 0.0847466 0.156522 0.131358 0.0759842 0.081386 0.0731618 0.071933 0.0804593 0.0966556 0.0781918 0.0749731 0.07331 0.0793478 0.106075 0.086166 0.0690444 0.0875124 0.0687443 0.0663876 0.0631141
threshold=0.096325000000000008 0.11245500000000001 0.31299000000000005 1.0000000180025095e-35 -0.095079999999999984 0.085740000000000011 0.088210000000000011 0.13524500000000003 -0.011559999999999999 -0.072269999999999987 -0.082389999999999977 0.087245000000000003 -0.095589999999999994 0.093765000000000015 -0.064334999999999989 0.016310000000000002 -0.42113499999999993 -0.22491999999999998 -0.081134999999999999 0.08326500000000002 -0.24021999999999996 -1.0000000180025095e-35 0.10395500000000001 -0.070999999999999994 0.054800000000000008 0.10613500000000002 0.42240500000000009 -0.063404999999999989 -0.081374999999999989 -0.074929999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 6 16 8 -8 -1 11 -11 -13 15 -15 28 -6 -18 -19 20 -20 -22 24 -24 -23 26 -4 -7 -12 -10
right_child=1 -3 25 -5 5 27 7 -9 29 10 13 12 -14 14 -16 -17 17 18 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071346403427801509 -0.0019375156981616536 0.0087184245120685479 0.0011300815246067942 -0.0026369035732932387 0.010566601437749342 0.0033671244385788733 0.01423509791909185 0.0022062564679117716 0.0026207256561610846 -0.0046311204764060681 0.0079154712073172314 0.0070887173843485396 -0.0012541083227843048 0.0096666782896852859 0.0041572558700253169 0.0043087285778978298 0.00010652301897584365 0.01164427417330444 0.01080759022384882 -0.001419625261249686 0.0006629075124036781 0.0051257463411111233 0.0042980627197286353 0.014128187196772723 -0.00074119028828010473 0.005274730369162102 -0.0062302417683808712 -0.0027298936874351719 0.013356189023364674 0.010226944451763606
leaf_weight=1803 22 75 70 20 20 116 28 20 20 20 70 77 25 33 143 34 39 20 20 21 43 183 23 21 29 26 21 22 33 24
leaf_count=1803 22 75 70 20 20 116 28 20 20 20 70 77 25 33 143 34 39 20 20 21 43 183 23 21 29 26 21 22 33 24
internal_value=0 0.00417929 0.00375796 0.00427064 0.00447653 0.00469396 0.00531478 0.00804966 0.00967283 0.00685453 0.00569351 0.00345784 0.00504391 0.00656493 0.00519027 0.00833091 0.00471427 0.00442092 0.00488832 0.00449091 0.00488 0.00448351 0.00512525 0.00898971 0.00432319 0.000730031 -0.000568455 0.00239514 0.00965861 0.00676957
internal_weight=0 883 808 691 671 649 511 92 72 2238 435 122 102 313 176 137 419 399 360 340 319 299 256 44 212 117 91 138 103 44
internal_count=3121 883 808 691 671 649 511 92 72 2238 435 122 102 313 176 137 419 399 360 340 319 299 256 44 212 117 91 138 103 44
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 47 1 14 2 15 0 1 48 52 0 159 1 15 1 0 0 1 15 10 16 133 3
split_gain=22.7767 3.65453 2.31643 1.97677 1.3052 1.19272 0.987103 0.791843 0.723574 0.565534 0.523369 0.510031 0.409631 0.398646 0.29482 0.311519 0.286428 0.216221 0.211446 0.303305 0.277577 0.224839 0.284244 0.212986 0.186468 0.171225 0.198396 0.170235 0.161418 0.229591
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.089775000000000008 -0.022174999999999997 0.14122000000000004 0.13082500000000002 0.077845000000000011 0.062655000000000016 0.14838000000000004 1.0000000180025095e-35 -0.23091999999999999 0.085345000000000018 -0.055254999999999992 -0.56176499999999996 -0.062294999999999996 0.082585000000000006 0.086920000000000011 -0.0040799999999999994 0.085110000000000005 -0.070154999999999981 -0.13455999999999999 0.11588000000000001 -0.41942499999999994 -0.38124499999999995 0.19444000000000003 0.047850000000000011 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 10 17 13 11 -5 14 12 -4 -7 -1 -16 -15 24 19 23 -21 22 -20 -18 -3 -13 -27 28 29 -25
right_child=1 2 8 9 -6 7 -8 -9 -10 -11 -12 25 -14 16 15 -17 18 -19 21 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.00087151575661807061 0.00081268322516628712 0.00089259334100781325 0.00020707628585749761 0.00076724910685996045 0.00037369762196210225 0.0005408635576498635 0.00037392335140383709 0.00050154545935452528 0.00047922219086779457 0.00043542751089013174 0.0010390500569311871 0.00017721254409778012 0.00048097045734232547 0.00094328892187500344 0.00057078627454043899 0.00082101167160800518 0.00097678910575661011 0.00057693229489077158 0.00087330848427296358 0.00046163287969704678 0.00074403258495651383 0.0010429065309318841 0.00064204036161444203 0.00057314188000472143 0.0006718283689586944 0.00012071553884329748 -0.00011960206630297987 0.00071095849549416082 0.00082182248244941543 0.00077222770451281972
leaf_weight=871 76 38 131 28 215 26 40 41 37 67 59 31 25 43 20 439 20 21 84 23 32 20 27 25 24 25 28 140 261 204
leaf_count=871 76 38 131 28 215 26 40 41 37 67 59 31 25 43 20 439 20 21 84 23 32 20 27 25 24 25 28 140 261 204
internal_value=0 0.000407046 0.000356919 0.000810487 0.000465858 0.000821768 0.000626951 0.000768069 0.00022399 0.000533228 0.00085834 0.000184641 0.00025097 0.000780144 0.000850323 0.000810109 0.000787222 0.000748892 0.000779194 0.000765752 0.000625938 0.000851535 0.000817054 0.000777583 0.000807136 6.14598e-05 -6.24471e-06 0.000771259 0.000788487 0.000750493
internal_weight=0 691 615 2430 338 2335 123 946 277 95 1389 240 156 905 1330 459 879 83 836 705 55 131 111 650 62 84 53 630 490 229
internal_count=3121 691 615 2430 338 2335 123 946 277 95 1389 240 156 905 1330 459 879 83 836 705 55 131 111 650 62 84 53 630 490 229
is_linear=0
shrinkage=0.00196078


Tree=5153
num_leaves=31
num_cat=0
split_feature=1 2 133 10 2 454 2 4 12 2 51 51 133 13 2 1447 1455 160 11 50 3 400 3 3 159 2 4 133 13 16
split_gain=0.459503 0.130929 0.105789 0.128801 0.132221 0.104356 0.0803004 0.0730557 0.0727006 0.104529 0.0661999 0.101789 0.0674143 0.066504 0.065787 0.0738976 0.0658664 0.099755 0.0749228 0.0671019 0.0647144 0.0620966 0.0623647 0.168555 0.0746977 0.0727891 0.072438 0.0664235 0.0849862 0.0612657
threshold=0.10337500000000001 0.13622000000000004 0.089200000000000015 0.094860000000000014 -0.13033999999999998 -0.037229999999999992 -0.0050599999999999994 0.40124500000000002 -0.42850999999999995 0.31358000000000003 0.11917000000000001 0.092790000000000011 -0.038089999999999992 -0.0021749999999999994 0.090425000000000019 -0.082954999999999987 -0.22060499999999997 -0.55323499999999981 1.0000000180025095e-35 0.10803500000000001 -0.0063699999999999989 -0.081749999999999975 -0.14186499999999996 -0.10831999999999999 0.083870000000000014 0.10855000000000002 -0.16363499999999997 0.017095000000000003 -0.117405 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -7 14 -3 -10 11 12 13 -8 16 -16 -1 -18 19 -19 -4 -17 25 -24 27 26 -23 28 -25 -14
right_child=1 8 20 -5 5 6 10 -9 9 -11 -12 -13 29 -15 15 21 17 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.012594732151112772 0.012343953680936937 0.0071269718557596205 0.0029865400278182748 -0.00065717928163293348 -0.0019253428705269472 0.00059394539228730628 0.005653677348995449 0.00095645599913868047 0.0019012573929816986 -0.0049365066819720797 0.010166816563684155 -0.00094719428853631653 0.0026970669633841942 -0.0018963858054485173 0.010290328685659916 0.00087891586590558299 0.00023969650889436403 0.0072425626556914431 0.010498992331469288 0.0047556353637072096 -0.0037859245646922365 0.015034350584028289 -0.0012098345750321945 -0.0017383124842308463 0.008391432451209475 0.0043659294874447844 0.0069921632341685752 0.0065974098625022522 0.0050149203516924997 0.0071959063639431935
leaf_weight=22 27 20 43 36 20 31 28 22 130 27 33 23 35 20 40 24 21 1229 65 119 21 24 33 20 119 23 21 348 273 224
leaf_count=22 27 20 43 36 20 31 28 22 130 27 33 23 35 20 40 24 21 1229 65 119 21 24 33 20 119 23 21 348 273 224
internal_value=0 0.00380953 0.00458193 0.00509415 0.00556364 0.00512145 0.00547916 0.00669258 0.00144868 0.000725336 0.00589635 0.0054693 0.00595002 0.00250782 0.00674558 0.0060861 0.00716455 0.00708124 0.00718292 0.00702302 0.000764325 0.00589608 0.00603593 0.00578671 0.00609051 0.0089423 0.0112813 0.00566335 0.00455395 0.00658796
internal_weight=0 718 541 477 441 414 394 2403 177 157 363 330 307 48 2381 925 1456 1434 1413 1348 64 885 861 793 760 68 45 641 293 259
internal_count=3121 718 541 477 441 414 394 2403 177 157 363 330 307 48 2381 925 1456 1434 1413 1348 64 885 861 793 760 68 45 641 293 259
is_linear=0
shrinkage=0.1


Tree=5154
num_leaves=31
num_cat=0
split_feature=1 3 4 2 30 41 43 0 401 4 155 3 474 475 1 16 15 43 52 155 42 1452 2 159 1 1212 1212 403 403 13
split_gain=0.375609 0.1411 0.112097 0.0878359 0.0932337 0.0734735 0.0949655 0.0607977 0.0781494 0.122335 0.0612886 0.064782 0.0608443 0.11201 0.0594281 0.100399 0.0589656 0.0576783 0.0575109 0.0572675 0.0782278 0.0652994 0.0599155 0.113872 0.0916377 0.0818022 0.0801578 0.0643935 0.0795957 0.070104
threshold=0.096325000000000008 0.31299000000000005 -0.17966999999999997 0.092235000000000025 0.086430000000000021 0.082735000000000017 0.0041500000000000009 -0.072269999999999987 0.080710000000000018 -0.55119499999999988 0.10022500000000002 0.092670000000000016 0.088335000000000011 -0.084049999999999986 0.091785000000000019 -0.080509999999999984 -0.085834999999999981 -0.079914999999999986 0.056145000000000007 0.083440000000000014 0.084050000000000014 0.087755000000000014 0.085730000000000015 0.10904500000000002 0.085605000000000014 0.11387000000000001 -0.42062999999999995 0.090990000000000015 0.24690500000000001 0.061215000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -5 10 9 -9 11 19 13 -11 15 -15 -13 -6 -3 21 -21 22 23 25 -24 26 -1 29 -29 -28
right_child=1 18 3 5 17 -7 -8 8 -10 12 -12 16 -14 14 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014433416282935512 0.0070669526003544706 -0.00091493944110184475 0.0056091530745134019 0.0025415304622622911 0.0040453526020670936 0.0073245380523389789 -0.0044316632007913928 0.012383955996483564 0.00065833413973450663 -0.0026786313159391285 0.0020341152398032137 0.0063215154815803882 0.0087045739009045074 0.010155755962030246 0.00025750817731022834 0.0047020025375768531 -0.0010000342079861597 -0.0024582967962487601 0.0040588044328615071 0.014127444394904634 0.005576072863768787 0.0097223930343022669 0.0060158863426729992 0.00011294648486553975 0.0010628782976896335 0.0024871317067128775 0.0076539543640063608 0.01434545960998343 0.0067616403251886366 0.0024325867321480206
leaf_weight=21 114 85 268 279 30 29 21 24 37 20 32 22 40 39 24 251 22 25 32 23 20 59 885 23 39 34 540 31 25 27
leaf_count=21 114 85 268 279 30 29 21 24 37 20 32 22 40 39 24 251 22 25 32 23 20 59 885 23 39 34 540 31 25 27
internal_value=0 0.00367988 0.00417392 0.00366808 0.00483949 0.00251804 0.00205341 0.00611547 0.00505435 0.00546302 0.00637148 0.00644986 0.0050189 0.0045775 0.00503967 0.00543544 0.00266074 0.00108915 0.000445401 0.00654639 0.0101501 0.00645438 0.00633572 0.00703286 0.00580683 0.00726761 0.00751999 0.00772482 0.0109598 0.00740532
internal_weight=0 883 766 652 323 329 300 2238 435 398 1803 1771 374 334 314 290 44 55 117 1727 43 1684 1625 701 924 678 644 623 56 567
internal_count=3121 883 766 652 323 329 300 2238 435 398 1803 1771 374 334 314 290 44 55 117 1727 43 1684 1625 701 924 678 644 623 56 567
is_linear=0
shrinkage=0.1


Tree=5155
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 15 11 1 3 14 13 4 3 4 3 1 12 15 15 13 4 0 1 43 475 15 12 43
split_gain=13.9198 1.67012 1.61796 1.20648 0.975753 0.828063 0.737222 0.498542 0.483685 0.455858 0.346734 0.33483 0.340117 0.3501 0.564616 0.440393 0.319696 0.313462 0.28453 0.282902 0.209331 0.2025 0.196106 0.188935 0.175212 0.166109 0.16176 0.150812 0.150217 0.150008
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.40124500000000002 0.024640000000000006 1.0000000180025095e-35 0.09253500000000002 0.31370500000000007 -0.10708499999999999 -0.077799999999999994 -0.27825499999999997 0.092670000000000016 -0.086254999999999984 0.076840000000000006 0.10124500000000002 -0.42850999999999995 -1.0000000180025095e-35 -0.12255999999999999 -0.0030199999999999997 0.024790000000000003 -0.057069999999999989 0.080000000000000016 -0.081154999999999991 -0.084049999999999986 -0.040439999999999997 0.093965000000000007 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 5 7 28 11 29 -4 16 -1 19 24 15 -15 23 20 -12 25 -17 -2 -23 -3 -14 -13 -22 -24 -5 -9
right_child=1 10 9 6 -6 -7 -8 8 -10 -11 18 12 13 14 -16 17 -18 -19 -20 -21 26 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093131530475339423 0.0003336022571633071 0.00010634993684135053 0.00067919953334152764 0.00081811049113086627 0.00044616457505033947 0.00046137709763847089 0.0003574934195572904 0.00077458517769823639 0.00093295743518144827 0.00040660229443850173 0.00026001385360540058 0.00078730657016508007 0.00065158264434972066 0.00040104505556192306 0.00037581893133609184 0.00079892983865608835 0.00047361541785957185 0.00049084760078222918 1.263014790534134e-05 0.00058543743165804542 0.00079626047859945577 0.00058201398849084293 0.00044565436930091984 0.00030483000077082001 0.00081342012547899723 0.0007151071359527459 0.00066580152766036434 0.0002463339890042941 0.00064244451347175626 0.00071706866525999343
leaf_weight=27 158 28 34 24 45 41 36 812 68 77 33 309 35 22 26 67 30 30 39 39 41 29 54 54 97 203 336 20 85 222
leaf_count=27 158 28 34 24 45 41 36 812 68 77 33 309 35 22 26 67 30 30 39 39 41 29 54 54 97 203 336 20 85 222
internal_value=0 0.000387139 0.000721581 0.000457369 0.000732199 0.000737618 0.000600774 0.000742471 0.000772771 0.000490101 0.000232175 0.000715368 0.000710529 0.000680292 0.000657479 0.000672243 0.00030042 0.000684831 0.000126014 0.000746418 0.000697938 0.0003777 0.000445344 0.000237056 0.000770509 0.000758681 0.000679989 0.000391784 0.000681123 0.000762236
internal_weight=0 590 2531 406 2420 2375 145 2334 1102 111 184 1232 1205 654 522 496 112 474 72 551 444 261 103 82 132 512 377 74 109 1034
internal_count=3121 590 2531 406 2420 2375 145 2334 1102 111 184 1232 1205 654 522 496 112 474 72 551 444 261 103 82 132 512 377 74 109 1034
is_linear=0
shrinkage=0.00196078


Tree=5156
num_leaves=31
num_cat=0
split_feature=1 123 44 2 40 4 16 4 401 42 12 4 4 3 447 11 11 52 133 52 48 16 3 12 3 52 15 13 52 401
split_gain=0.370617 0.110136 0.0875713 0.0737305 0.0615284 0.0717263 0.0820117 0.0755361 0.06986 0.0696717 0.0832011 0.0638155 0.064761 0.0651871 0.0612327 0.105517 0.106292 0.0600766 0.0917186 0.0767136 0.073172 0.0672845 0.0582187 0.0704154 0.0552007 0.0539503 0.052862 0.0501791 0.0479991 0.0474666
threshold=0.12000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.097070000000000004 0.0046150000000000002 -0.013125 -0.080509999999999984 -0.0043399999999999992 0.080710000000000018 -0.085874999999999993 0.11734000000000001 -0.036839999999999991 -0.42529999999999996 -0.081924999999999984 0.084065000000000015 0.079915000000000014 0.085155000000000022 -0.075329999999999994 0.093255000000000018 -0.04127999999999999 0.12370000000000002 0.31475000000000003 0.30112000000000005 -0.42850999999999995 0.099930000000000005 -0.12005499999999998 -0.24436499999999997 -0.06977499999999999 0.10347000000000002 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 6 -5 -7 9 -8 11 12 25 -14 15 24 -17 18 21 -19 -21 -9 -2 -24 29 -11 -3 -15 -29 -1
right_child=22 26 -4 4 -6 7 8 17 -10 10 -12 -13 13 27 -16 16 -18 19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0060348698929198197 0.0030650627925245789 -0.0010636362538207322 0.011116659894469194 0.011614638161755956 -0.00035512611890832583 -0.0005469251701968813 0.011608142584207766 0.014068577897123761 0.00058490340209876499 0.0061796167590707713 -0.00044785700738430028 0.011046146735548974 -0.00041814722396709303 0.0014634919796316396 0.0029208335517198845 0.014467512503747018 0.0057975099207117006 -0.0010556893148662182 0.0021574687184765934 0.0051032466204362376 -0.00084958999296245368 0.0065805581398308277 0.0037852735861259347 -0.0018939798043231617 0.0012745175055106697 0.011612709976084856 0.0040030661416400612 0.010673588857224043 0.0039047379931434994 0.0077933876977904762
leaf_weight=1581 239 24 32 26 21 31 22 20 24 89 20 25 27 21 56 31 26 28 25 202 23 30 34 61 23 23 145 22 20 170
leaf_count=1581 239 24 32 26 21 31 22 20 24 89 20 25 27 21 56 31 26 28 25 202 23 30 34 61 23 23 145 22 20 170
internal_value=0 0.00575775 0.00591747 0.00585314 0.00497582 0.00514094 0.00623207 0.00417138 0.00575443 0.00621565 0.00573535 0.00628013 0.00569027 0.00369286 0.00617812 0.00627774 0.0105128 0.00461732 0.007103 0.00388046 0.00449473 0.00957577 0.00223268 0.000138595 0.00614167 0.00729534 0.00328353 0.00545472 0.00745033 0.0062056
internal_weight=0 2787 2618 2586 699 678 319 359 293 269 247 227 202 90 1887 1831 57 328 75 253 225 50 334 95 1774 112 169 63 42 1751
internal_count=3121 2787 2618 2586 699 678 319 359 293 269 247 227 202 90 1887 1831 57 328 75 253 225 50 334 95 1774 112 169 63 42 1751
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=31
num_cat=0
split_feature=1 155 11 105 1 399 4 52 13 483 457 2 15 40 3 15 160 13 13 1 52 13 42 1 124 42 12 401 133 43
split_gain=0.304063 0.11961 0.0942795 0.0869967 0.0887878 0.0770824 0.0696727 0.0636216 0.0637941 0.0590529 0.0551661 0.0637375 0.0857036 0.0679384 0.0611456 0.0578802 0.0730667 0.0491593 0.067593 0.0844361 0.0730032 0.065961 0.0614436 0.18643 0.0699771 0.0581849 0.0561857 0.0628333 0.0609232 0.0552242
threshold=0.096325000000000008 0.11245500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.14173500000000003 1.0000000180025095e-35 -0.0086549999999999978 -0.080114999999999978 -0.069964999999999986 0.13027000000000002 0.094310000000000019 0.12043500000000001 -0.41942499999999994 -0.045684999999999996 -0.020429999999999997 -0.077219999999999983 -0.24143499999999998 0.038215000000000006 0.14871000000000004 0.086105000000000015 0.10347000000000002 0.097995000000000013 -0.078304999999999986 0.088340000000000016 -0.027784999999999997 -0.065479999999999997 0.096990000000000007 -0.06959499999999999 -0.14169499999999999 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 6 7 -4 -9 17 11 15 14 -14 -13 16 -8 22 19 20 21 25 23 -1 -24 -19 -26 -28 -29 -30
right_child=1 -3 3 -5 -6 -7 10 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 26 -27 27 28 29 -31
leaf_value=0.0060401980304200069 -0.0038638590718619529 0.0070911998739466081 0.0033843014890903504 0.0092885623347352866 9.9648941042167793e-05 -0.0027916456102684609 0.0082199167148365119 0.0042195553747553603 0.0091738750710029082 0.010871944212703967 -0.00088396459928174553 0.0080412695586742113 0.002703547805476074 -0.0038957151312691476 0.0011880278292422494 0.0061222236651434182 0.0021848482534620808 0.0042505952152645304 0.005902817276572543 -0.0020798537286062695 -0.00014598731120879 0.00022562074474990367 0.00029533760346196319 0.01397967138186549 0.0056500725226277318 0.0099106618145015091 0.0085072489939630024 0.0068460257131872431 0.0037132759360247293 -0.00051100618480372109
leaf_weight=285 20 75 123 22 98 20 23 51 53 20 38 23 26 39 30 85 157 42 126 29 33 20 27 33 1398 32 25 35 84 49
leaf_count=285 20 75 123 22 98 20 23 51 53 20 38 23 26 39 30 85 157 42 126 29 33 20 27 33 1398 32 25 35 84 49
internal_value=0 0.00327107 0.00291648 0.00308857 0.0029105 0.00332287 0.00351159 0.00492371 0.00674435 0.00546245 0.00275018 0.00311075 0.00117754 -0.00125601 0.00416208 0.00397158 0.002956 0.00541367 0.00418014 0.00278875 0.00390048 0.00532105 0.00559335 0.00686411 0.0053436 0.00669819 0.00542927 0.00382989 0.00313385 0.00215696
internal_weight=0 883 808 788 766 668 648 227 104 2238 421 383 118 65 53 265 180 2218 282 156 127 94 1936 318 1618 74 1591 193 168 133
internal_count=3121 883 808 788 766 668 648 227 104 2238 421 383 118 65 53 265 180 2218 282 156 127 94 1936 318 1618 74 1591 193 168 133
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=31
num_cat=0
split_feature=1 155 11 1348 1456 48 105 160 106 2 132 482 16 0 50 160 16 4 43 16 133 14 16 3 151 1 16 1429 42 4
split_gain=0.246291 0.0968841 0.0763664 0.0745414 0.0721328 0.0923945 0.0673209 0.0694204 0.0747682 0.0739725 0.0802481 0.0497296 0.0490169 0.105909 0.0903053 0.105954 0.169653 0.0816196 0.0765087 0.0754357 0.0678863 0.065525 0.0600196 0.0700809 0.0658313 0.0832329 0.0625972 0.0593524 0.0712695 0.057488
threshold=0.096325000000000008 0.11245500000000001 -1.0000000180025095e-35 0.092395000000000019 -0.049894999999999995 0.15372000000000002 1.0000000180025095e-35 0.097500000000000017 0.087690000000000004 0.099515000000000006 0.092880000000000004 0.11816500000000001 0.0057500000000000008 0.062580000000000011 1.0000000180025095e-35 -0.080719999999999986 0.066275000000000014 -0.016959999999999999 -0.088909999999999989 0.51222500000000004 0.092470000000000011 0.091685000000000016 -0.0007049999999999999 -0.14989499999999997 1.0000000180025095e-35 0.085760000000000017 -0.54656499999999986 0.083810000000000009 0.085505000000000012 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 -4 6 7 8 9 -6 -11 12 13 21 15 16 -14 18 -17 20 -19 22 23 -1 26 -26 -25 28 -16 -28
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 14 -15 27 17 -18 19 -20 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.00070370965361173543 -0.0034774730564095082 0.0063820798252709216 0.0069735325113426715 -0.0029593234098601075 0.0040164502854727639 -0.0035258017399388813 0.0083597060377624908 0.0064899065577344083 -0.0030082278527809574 0.0021596571927131936 -0.0039442480076104401 0.0091040904729327715 -0.0058902444054062175 -0.0012279830801372347 0.011620250112472979 0.0077344670373184436 0.0041123532057286078 0.0019574983123815263 0.0037789910081287487 0.0049055099985950319 -0.0050947041006847507 0.01089289402589202 0.007863301993650082 0.010664620835866247 0.0044819203265354232 -0.002996531196615913 0.0054054713211460978 0.0025540837848728355 0.0045868010632693764 0.0035560958629408898
leaf_weight=37 20 75 42 22 247 23 22 46 24 339 23 28 30 26 34 77 39 39 134 45 21 20 77 21 46 22 1302 22 25 193
leaf_count=37 20 75 42 22 247 23 22 46 24 339 23 28 30 26 34 77 39 39 134 45 21 20 77 21 46 22 1302 22 25 193
internal_value=0 0.00294396 0.00262483 0.00277971 0.00294454 0.00271081 0.00291544 0.00273904 0.00246646 0.00268222 0.00177184 0.00491621 0.00486315 0.00510659 0.00395207 0.00331354 -0.000236602 0.00408874 0.00522246 0.00181049 -0.000510773 0.00520246 0.00513543 0.00500585 0.00510635 0.00206242 0.00524288 0.00698702 0.00863998 0.00516672
internal_weight=0 883 808 788 766 724 701 679 633 609 362 2238 2210 1744 466 385 69 316 211 105 60 1718 1698 1621 1584 68 1516 81 59 1495
internal_count=3121 883 808 788 766 724 701 679 633 609 362 2238 2210 1744 466 385 69 316 211 105 60 1718 1698 1621 1584 68 1516 81 59 1495
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 0 15 0 13 4 16 14 49 1 15 16 52 4 48 40 4 1 16 40
split_gain=21.9603 3.61028 2.11254 1.66393 1.51181 1.11769 0.78881 0.880318 0.731981 0.734051 0.669043 0.627977 0.469305 0.43231 0.363596 0.341526 0.342275 0.27902 0.263643 0.263296 0.258536 0.411459 0.509247 0.269047 0.266627 0.236187 0.21826 0.216035 0.213648 0.212795
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.033845000000000007 0.077845000000000011 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 -1.0000000180025095e-35 0.27834500000000006 -0.10850999999999998 -1.0000000180025095e-35 -0.054984999999999992 0.16175000000000003 0.024640000000000006 0.083160000000000026 -0.046924999999999988 -0.49013999999999996 0.092475000000000016 -0.063404999999999989 -0.42529999999999996 0.11910500000000002 -0.039889999999999988 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 29 -8 9 11 -4 12 -1 -13 25 16 -11 -16 -2 -6 21 22 -15 -22 26 -9 -23 -5 -14 -3
right_child=1 4 10 27 19 -7 7 14 -10 15 -12 13 28 20 17 -17 -18 -19 -20 -21 23 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010047978469554116 0.00061913665651885518 0.00038632458013868921 0.00085134775030846685 0.00055142721706039565 0.00022256932490520871 0.00059897889097044663 0.00071604325047443934 0.00049417140269873065 0.0010809527406595947 0.00088443264849547693 0.0004904348698665708 0.00093844389032499522 0.00056998781174376356 0.00044639262480332571 0.00073871924888853932 0.00056767657610011708 0.00074340055272668166 0.00047525642283965491 0.00084322479973241327 -2.5121332950590928e-05 0.0011260380111043416 0.00097058283633926293 0.00080061060981143409 0.00089732781841215853 0.00069640113060470796 0.00030525509919757782 0.00083108168425712471 0.0003520481796539376 0.00080219019481948773 0.00020263782102747314
leaf_weight=20 24 48 28 48 77 48 57 38 84 149 67 1177 39 20 20 22 119 68 127 21 21 98 71 339 26 77 77 37 25 49
leaf_count=20 24 48 28 48 77 48 57 38 84 149 67 1177 39 20 20 22 119 68 127 21 21 98 71 339 26 77 77 37 25 49
internal_value=0 0.000487288 0.000883432 0.000684081 0.000385214 0.000895093 0.000444432 0.000500729 0.000901308 0.000894458 0.000596809 0.000908394 0.000742622 0.000916007 0.000440271 0.000802531 0.00082181 0.000535134 0.000807608 0.000169493 0.000875505 0.000832151 0.000722761 0.000910669 0.000881676 0.00036768 0.000909202 0.000464639 0.000660692 0.000293534
internal_weight=0 691 2430 236 455 2335 357 260 2287 2203 95 1913 84 1829 203 290 268 88 151 98 652 292 91 360 201 115 175 85 64 97
internal_count=3121 691 2430 236 455 2335 357 260 2287 2203 95 1913 84 1829 203 290 268 88 151 98 652 292 91 360 201 115 175 85 64 97
is_linear=0
shrinkage=0.00196078


Tree=5160
num_leaves=31
num_cat=0
split_feature=1 124 2 1375 151 48 42 13 376 1 483 4 46 447 47 148 473 1420 15 11 43 1209 4 15 483 160 160 400 2 147
split_gain=0.269106 0.0890212 0.0794669 0.0715206 0.1153 0.0638342 0.063042 0.0761153 0.0688047 0.0592026 0.0521594 0.0497357 0.0495052 0.0462342 0.0448178 0.0524971 0.0497111 0.0499141 0.0512083 0.112773 0.0658861 0.0579079 0.0502815 0.0485109 0.0470203 0.0548183 0.0768183 0.0444616 0.0969417 0.0505344
threshold=0.12000500000000001 -0.027784999999999997 0.15361500000000003 -0.16449999999999998 -0.029339999999999995 -0.14001 -0.0060199999999999993 -0.0093149999999999986 0.049360000000000008 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.084955000000000017 0.092655000000000015 0.11114000000000002 -0.087904999999999983 -1.0000000180025095e-35 -0.086449999999999985 0.040760000000000005 0.078065000000000009 -0.51144999999999985 0.091045000000000001 -0.51843499999999987 0.13592500000000005 0.11494000000000001 -0.54913999999999985 -0.53327999999999987 -0.077004999999999976 0.091265000000000013 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 -1 8 -8 10 11 -2 13 14 15 -7 -17 -18 20 23 -19 22 -22 24 25 -20 -27 28 -24 -29
right_child=9 2 -4 5 -6 12 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 19 -21 21 -23 27 -25 -26 26 -28 29 -30 -31
leaf_value=0.0055535486372272408 0.0049585403833124382 0.005324426453945966 -0.0012476250529289247 0.010780417015193963 -0.0045451723027508705 0.010049047491470861 -0.00061611601692699908 -0.0032103880481035626 0.0048497176173068661 -0.0030163644063893871 0.0071812736836727705 0.0013427197826009745 0.0097266605022646811 0.00078710384666919703 0.0027658032301369072 0.0099852837139873633 0.0098390365823764689 -0.0008166711967946454 0.0094446298842538259 0.010899078357952501 0.0087770966715329593 -0.00026337931175594745 0.0059440367650240664 0.0022141398120166223 0.0014584928792568722 -0.00051172579350393453 0.0056038275024643189 0.0049634864518093352 -0.0031576702002150178 0.0015043747404971247
leaf_weight=55 45 29 20 20 20 22 37 27 61 23 20 246 23 25 79 21 22 22 36 38 31 23 25 47 28 21 937 1052 22 44
leaf_count=55 45 29 20 20 20 22 37 27 61 23 20 246 23 25 79 21 22 22 36 38 31 23 25 47 28 21 937 1052 22 44
internal_value=0 0.00488309 0.0050316 0.00508014 0.00129602 0.0051532 0.00273223 0.00149085 0.00278609 0.00187932 0.00224138 0.00190187 0.0051085 0.00506593 0.00510924 0.00518667 0.00514151 0.00509819 0.00505335 0.00554572 0.00460622 0.00470589 0.00480324 0.00535542 0.00549989 0.00561373 0.00546977 0.00469546 0.00168366 0.00482462
internal_weight=0 2787 2607 2587 49 2538 180 125 98 334 311 291 2518 2495 2470 2391 2369 2348 2326 1107 1219 1197 1174 1069 1022 994 958 1143 47 1096
internal_count=3121 2787 2607 2587 49 2538 180 125 98 334 311 291 2518 2495 2470 2391 2369 2348 2326 1107 1219 1197 1174 1069 1022 994 958 1143 47 1096
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 47 4 1 4 1 133 47 16 1 0 15 2 1 3 0 47 48 4 159 12
split_gain=36.6177 5.80316 3.90107 3.17975 2.3452 1.73807 1.14352 1.14247 1.01791 1.00445 0.717332 0.537652 0.514411 0.494463 0.471373 0.445149 0.46701 0.807241 0.400334 0.385845 0.510871 0.362946 0.338636 0.352071 0.335645 0.31249 0.294773 0.363728 0.294316 0.274907
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.033845000000000007 0.083345000000000016 -0.013125 0.093100000000000002 0.089200000000000015 0.10019500000000002 -0.29154999999999992 0.11669000000000002 -0.11173999999999999 -0.097454999999999986 0.17025000000000004 0.075045000000000014 -0.097174999999999984 -0.079119999999999982 0.09550500000000002 0.089965000000000017 -0.50690499999999983 0.076905000000000015 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 7 29 11 -5 13 21 19 -13 22 -15 16 18 -18 -3 20 -1 -4 23 -7 -21 -14 27 -26 -20 -6
right_child=1 2 10 8 6 9 -8 -9 -10 -11 -12 12 25 14 -16 -17 17 -19 28 24 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0013581347460433751 0.0012192800310435556 0.00070628430749971889 0.00041406370295738685 0.001139880408937887 0.0012505081787005199 0.00099635023446310129 0.00068691840935479248 0.0015105311142630271 0.00071648989736133363 0.00084600756679751091 0.00073728821393411977 0.0012254882713451105 0.00079636718287612448 0.0011317411743663631 0.00086659260643262006 0.00047271433188127566 0.00062020065108884224 0.0011588258573821946 0.00041294931314694579 0.0012875157019562374 0.00099890701497107543 0.00020734952484142126 0.0013198212392157461 0.0012129785951773896 0.0014173032379098448 0.0011232400006548726 0.00098628706207462384 0.001208009705426149 0.00065707329825498656 0.0010166949020135718
leaf_weight=23 76 151 107 34 29 35 38 70 61 41 21 80 22 232 29 45 23 20 39 1143 45 47 90 164 36 23 20 282 37 58
leaf_count=23 76 151 107 34 29 35 38 70 61 41 21 80 22 232 29 45 23 20 39 1143 45 47 90 164 36 23 20 282 37 58
internal_value=0 0.000708124 0.000644956 0.00121966 0.000743443 0.00123397 0.000970688 0.00126511 0.000868019 0.00114207 0.000397333 0.00125485 0.00113115 0.00116415 0.00110228 0.000653266 0.000683359 0.000870724 0.000647866 0.00126483 0.00112041 0.000350976 0.00122002 0.00117488 0.00127146 0.000963436 0.00121718 0.0012317 0.000531799 0.00109463
internal_weight=0 691 615 2430 440 2335 125 1744 95 591 175 1674 125 550 261 315 270 43 227 1549 68 154 289 199 1481 45 338 318 76 87
internal_count=3121 691 615 2430 440 2335 125 1744 95 591 175 1674 125 550 261 315 270 43 227 1549 68 154 289 199 1481 45 338 318 76 87
is_linear=0
shrinkage=0.00196078


Tree=5162
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 14 2 2 1 16 2 4 49 3 3 50 0 49 40 2 11 159 4 1 15 151 47 0
split_gain=22.931 3.98086 1.91397 1.56611 1.55736 1.15175 0.87596 0.738636 0.735595 0.672031 0.573379 0.511001 0.434599 0.373368 0.317415 0.314504 0.354654 0.297934 0.278348 0.498865 0.268757 0.257682 0.306356 0.256935 0.251523 0.247373 0.231881 0.337766 0.227045 0.217901
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.14753000000000002 0.27834500000000006 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.077845000000000011 -0.52595999999999987 -0.090999999999999984 -0.15464999999999998 -0.054984999999999992 -0.13927999999999999 -0.10217499999999997 0.041865000000000006 -0.11173999999999999 0.082865000000000008 -0.077474999999999988 0.10060500000000001 0.08326500000000002 0.082585000000000006 0.0061450000000000003 0.13436000000000001 -0.41942499999999994 -1.0000000180025095e-35 0.11043500000000002 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 14 7 20 12 -8 11 -4 -7 -1 -10 -2 21 -17 26 19 -14 -3 -13 -23 -18 29 -15 -5 -28 -16 -20
right_child=1 3 10 17 -6 9 8 -9 13 -11 -12 15 18 25 28 16 23 -19 24 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00070893639506051671 0.00066894730132228779 0.0004461542727689122 0.00092105319154780119 0.00029626325858433234 0.00054415022604011813 0.00060914737531888349 0.00076319138993243311 0.001188288616533039 0.00075881583433525229 0.00064921453915846392 0.00058836836519228454 0.0012284378444447235 0.0008138876794273989 0.00050727808989700098 0.0009799202310277139 0.00066426281022497044 0.00089451397289178319 0.00041404900094216333 0.0010157498460147002 0.0011170195264308728 0.00023861605479863105 0.00077423656395837369 0.0010754433838096823 0.001028883258136464 0.00089902956402505732 0.00030340241483353843 0.00024787342065755183 -8.8482874398442362e-05 0.00079936667838517359 0.00096345332216667373
leaf_weight=22 23 47 28 29 84 21 54 70 20 41 69 20 82 150 81 23 377 23 1003 28 49 20 37 64 102 27 22 24 40 441
leaf_count=22 23 47 28 29 84 21 54 70 20 41 69 20 82 150 81 23 377 23 1003 28 49 20 37 64 102 27 22 24 40 441
internal_value=0 0.000545647 0.000954319 0.000437703 0.000756327 0.000965456 0.000499521 0.000990946 0.000560447 0.000891564 0.000684401 0.000909244 0.000982713 0.000504873 0.000880097 0.000920893 0.000901634 0.00021882 0.00098635 0.000891049 0.000340223 0.00103695 0.000969757 0.000914014 0.000993131 0.000476178 0.00015895 7.23832e-05 0.000920233 0.000999778
internal_weight=0 673 2448 445 228 2351 347 1748 251 603 97 562 1678 197 144 541 464 98 1656 110 96 77 57 441 1546 177 75 46 121 1444
internal_count=3121 673 2448 445 228 2351 347 1748 251 603 97 562 1678 197 144 541 464 98 1656 110 96 77 57 441 1546 177 75 46 121 1444
is_linear=0
shrinkage=0.00196078


Tree=5163
num_leaves=31
num_cat=0
split_feature=1 1 0 12 155 160 47 48 14 12 16 4 15 2 48 51 48 52 43 3 13 12 0 1 49 0 13 16 3 157
split_gain=0.40089 0.124731 0.0811797 0.0776203 0.0859956 0.0812078 0.0821135 0.0948087 0.103103 0.107761 0.0883827 0.183104 0.0843083 0.0687833 0.0565635 0.0542273 0.0491131 0.120293 0.0749837 0.0635901 0.0621054 0.0739285 0.0491099 0.05644 0.0488958 0.0637957 0.0738575 0.0632969 0.0470703 0.0445405
threshold=0.10124500000000002 0.13707500000000003 0.22582000000000002 0.11903500000000002 0.11245500000000001 -0.4136149999999999 0.078345000000000012 -0.081134999999999999 -0.47013499999999991 0.09364500000000002 -0.40995499999999996 0.024790000000000003 0.013270000000000002 1.0000000180025095e-35 0.085700000000000012 -1.0000000180025095e-35 0.093265000000000015 0.13140000000000004 -0.53814999999999991 -0.0087149999999999988 0.038215000000000006 0.083815000000000014 -0.078704999999999983 0.087695000000000009 -1.0000000180025095e-35 -0.040504999999999992 -0.070999999999999994 -0.27167499999999994 0.10732000000000001 0.27799000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 16 4 5 -2 7 -7 -9 10 -10 12 14 -8 15 -12 18 19 -1 -18 28 -22 23 -23 -3 27 -27 -26 -20 -6
right_child=1 24 -4 -5 29 6 13 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.011778576710019951 0.0099219409213401385 -0.0022977438473683453 8.3351694047451017e-06 0.0091024393215775497 0.0094120566879377469 0.0086539991064152385 0.0073564014753993642 0.0084456357348244634 0.0047907363215927042 -0.0039485894328062125 0.0025577194026845974 -0.0051806706207571558 0.0086623039445839819 0.0029308125481850682 0.003298780632050087 -0.0045620221138486404 0.0068865494019029515 -0.00062790149822831163 0.0067380757215523739 0.0011822175760955915 0.0003858833303374629 0.0053109942553460267 0.0073509505832219839 -0.00045249060328517643 0.001678496414957487 -0.0047931472902469664 0.0025440679205691115 0.0075826633398537527 0.003227440366306557 0.0039601118445558399
leaf_weight=27 20 31 20 33 43 24 81 24 92 31 20 38 20 62 75 23 130 33 1844 23 31 89 91 21 46 23 34 30 39 23
leaf_count=27 20 31 20 33 43 24 81 24 92 31 20 38 20 62 75 23 130 33 1844 23 31 89 91 21 46 23 34 30 39 23
internal_value=0 0.0037266 0.00635216 0.00438579 0.00411557 0.00367601 0.00342108 0.00259006 0.00213949 0.00163331 0.00227897 0.000966006 0.00265857 0.00543761 0.00164099 -0.00125051 0.00640666 0.00484797 0.00654201 0.00602904 0.00647516 0.00493136 0.0056324 0.00421069 0.00127876 0.00211238 -0.000416563 0.00400909 0.00666536 0.00751214
internal_weight=0 773 2348 609 576 510 490 347 323 299 268 176 138 143 118 43 2328 186 2142 153 2115 232 201 110 164 133 57 76 1883 66
internal_count=3121 773 2348 609 576 510 490 347 323 299 268 176 138 143 118 43 2328 186 2142 153 2115 232 201 110 164 133 57 76 1883 66
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=31
num_cat=0
split_feature=1 3 123 4 148 132 149 147 457 40 43 13 159 16 0 3 15 0 51 42 52 52 2 16 4 130 1 13 47 390
split_gain=0.325757 0.101182 0.0773357 0.0684041 0.0629794 0.0639052 0.0808866 0.0644714 0.0555513 0.049769 0.0691326 0.0488867 0.0556512 0.0486381 0.0787205 0.0658779 0.0569759 0.0523336 0.0525355 0.0555277 0.0547039 0.0473715 0.0443698 0.0439474 0.0915672 0.0583293 0.0609671 0.0792114 0.0784369 0.0441611
threshold=0.10293500000000001 0.31299000000000005 0.083805000000000004 0.40124500000000002 -0.084924999999999987 0.078465000000000021 0.07770500000000001 0.097985000000000017 -0.06290999999999998 -0.063404999999999989 -0.070064999999999975 -0.0075049999999999987 0.087225000000000011 -0.39185999999999993 -0.087414999999999979 -0.24190499999999995 -0.14147499999999996 -0.073309999999999986 0.10532000000000001 0.094165000000000013 -0.22660999999999995 0.056145000000000007 0.14122000000000004 -0.44310499999999992 0.042705000000000007 0.09721500000000001 0.083345000000000016 -0.0057949999999999989 0.096300000000000011 0.087070000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 22 -2 6 7 8 -6 10 11 12 -4 14 16 -15 -10 -17 19 20 -19 -3 23 -1 29 26 27 -26 -28 -25
right_child=1 21 9 -5 5 -7 -8 -9 13 -11 -12 -13 -14 15 -16 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0078380803579884573 -0.00078184984740801164 -0.00069228429501562059 0.0013125249013371235 0.00014890727417712864 0.0094616818414242181 0.0012127575531423569 0.011309560618537945 -0.00060073729781877437 0.0084143432424120292 -0.0027933001087512826 0.0079782512318342918 -0.0024066010363943255 0.0071819992381192384 0.010159114719583438 -0.0020875902585685254 0.0066506449990954841 0.0014492804310672607 0.0034697447339638921 0.0081910934232707535 0.0063690008159967204 -0.0017555031445667599 0.0038366227963706478 0.0024898911567927317 0.0059721575278133907 0.0042237082988894718 -0.00074770434204345711 -0.0035180237493477764 0.010575016586032387 0.0052323684584172003 0.0019729827647097411
leaf_weight=102 22 83 70 22 27 47 20 21 23 20 20 24 21 26 25 95 24 51 21 31 33 32 41 1993 108 26 20 24 21 28
leaf_count=102 22 83 70 22 27 47 20 21 23 20 20 24 21 26 25 95 24 51 21 31 33 32 41 1993 108 26 20 24 21 28
internal_value=0 0.00329258 0.00379715 0.00569922 0.00444075 0.00469953 0.00511232 0.00478355 0.00510116 0.00186219 0.00255189 0.00160818 0.00266702 0.00474331 0.00244615 0.00538687 0.00485772 0.00484973 0.00359175 0.00275186 0.00141697 0.000567933 0.00575089 0.00580847 0.00571522 0.00366854 0.00433226 0.00537849 0.000963884 0.00591675
internal_weight=0 736 621 2385 466 444 397 377 356 155 135 115 91 329 72 257 47 231 136 115 84 115 2363 2322 2220 199 173 132 41 2021
internal_count=3121 736 621 2385 466 444 397 377 356 155 135 115 91 329 72 257 47 231 136 115 84 115 2363 2322 2220 199 173 132 41 2021
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=31
num_cat=0
split_feature=1 3 52 1419 157 1456 2 3 15 14 374 3 40 40 0 15 12 14 11 43 393 39 1204 402 1211 1210 52 1212 1446 43
split_gain=0.265734 0.100654 0.0806709 0.0630716 0.07491 0.0614655 0.0625448 0.0670113 0.0611676 0.0634925 0.0857622 0.0506424 0.0474578 0.0561032 0.0460239 0.0695355 0.0546717 0.0448656 0.0500242 0.103467 0.0462825 0.0506729 0.0439004 0.0462269 0.0899043 0.0741219 0.0708532 0.0774207 0.107875 0.0721059
threshold=0.096325000000000008 0.31299000000000005 -0.56176499999999996 1.0000000180025095e-35 -0.097649999999999987 -0.049894999999999995 0.14753000000000002 -0.026224999999999995 -0.077219999999999983 -0.47071999999999997 0.086450000000000013 0.10732000000000001 -0.067184999999999981 -0.083564999999999987 -0.10836499999999999 -0.40580499999999992 -1.0000000180025095e-35 0.062655000000000016 0.079300000000000009 -0.0098449999999999979 0.11333500000000001 -0.046074999999999991 -0.11413499999999999 0.012085000000000002 1.0000000180025095e-35 -0.062539999999999984 0.093665000000000012 0.041590000000000009 0.083715000000000026 -0.0011349999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 4 -4 -6 8 -8 9 -7 11 12 13 -11 16 -16 -3 18 20 -20 21 -1 -23 -24 25 -25 27 28 29 -27
right_child=1 14 3 -5 5 6 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00055292953232613702 0.0079975328396241635 0.0047587573767587966 -0.0014147415784571101 0.008601777234368703 0.0071483137185412758 0.0072729873157536184 0.0040355977118015285 -0.0027430922192122256 0.0046229581093825802 0.0014756985590793194 -0.0040400840372534557 0.005877857891173335 0.00092116367805930273 0.0066849354773950891 0.0022770593741110396 -0.005459644104569005 -0.00083288951872793199 0.0074654168282341704 -0.0035272566741332413 0.0063073473527291077 0.0090139135417918997 0.0098368999874219303 0.0049185128509352709 0.0020372633253120712 0.012707896665669977 0.0067207610878888191 0.01030514891841449 0.00081728066184691027 0.0130374213331379 0.0019365471694050584
leaf_weight=24 39 36 34 22 41 26 25 35 256 44 21 40 144 39 21 26 34 84 20 23 31 20 1704 45 20 136 40 28 22 41
leaf_count=24 39 36 34 22 41 26 25 35 256 44 21 40 144 39 21 26 34 84 20 23 31 20 1704 45 20 136 40 28 22 41
internal_value=0 0.0031495 0.00356677 0.00332908 0.00316454 0.00339657 0.00315241 8.13619e-05 0.00347568 0.00254032 0.00211307 0.00259702 0.0020189 0.00392341 0.000417645 -0.00200282 0.00204281 0.00519811 0.00510969 0.00173311 0.00517847 0.00512131 0.00517464 0.00512884 0.00620834 0.0057917 0.00642448 0.00574066 0.00643339 0.00561255
internal_weight=0 883 766 727 705 671 630 60 570 314 288 267 227 83 117 47 70 2238 2154 43 2111 2080 2056 2036 332 312 267 227 199 177
internal_count=3121 883 766 727 705 671 630 60 570 314 288 267 227 83 117 47 70 2238 2154 43 2111 2080 2056 2036 332 312 267 227 199 177
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=31
num_cat=0
split_feature=4 2 3 10 15 12 4 13 43 52 13 12 2 4 16 15 52 15 15 50 12 1444 52 157 12 457 3 151 12 2
split_gain=0.229399 0.0911305 0.0778004 0.0649807 0.0625565 0.0810708 0.0671776 0.0635748 0.121116 0.121224 0.0631679 0.0605504 0.0648895 0.0568068 0.0616552 0.122841 0.0832326 0.051716 0.0647874 0.0493275 0.0582646 0.0481322 0.0664891 0.0612151 0.0711126 0.0556753 0.106738 0.0557242 0.112082 0.0512193
threshold=0.26790000000000008 0.17025000000000004 0.63141500000000017 -0.15282499999999996 -0.14809499999999998 -0.010834999999999999 0.09173000000000002 -0.16152999999999998 0.08845500000000002 -1.0000000180025095e-35 -0.13710499999999998 -0.054684999999999991 -0.090999999999999984 0.0033150000000000007 -0.054549999999999994 -0.013969999999999998 -0.069804999999999992 -0.088749999999999982 -0.07490999999999999 -1.0000000180025095e-35 0.14472000000000004 -0.083894999999999983 -0.56176499999999996 -0.28320499999999993 0.092995000000000008 0.062030000000000009 -0.091354999999999978 -0.085134999999999975 0.083985000000000018 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 11 8 9 -7 -9 12 -6 19 16 17 -15 -16 -19 -12 21 -21 -23 24 -24 27 -27 28 -25 -28
right_child=2 -3 -4 -5 5 7 -8 10 -10 -11 13 -13 -14 14 15 -17 -18 18 -20 20 -22 22 23 25 -26 26 29 -29 -30 -31
leaf_value=0.0069077601502230612 -0.0022705070581287147 -0.00074888744363279061 -0.0042256176937371494 0.0025923534891701986 -0.0026221855144415583 0.0030974397572743543 0.006621356813702732 0.0085013869998240201 0.0082600166278314745 -0.0064291648501900714 0.0095705264904112977 -0.0027329840529710056 0.0033417122016021006 0.010823381897062063 -0.00056477405333651173 -0.005215492895804346 0.0040543375365116232 0.008925818296318706 0.0029625270268572321 0.00059715910241580922 -0.00030824110673909836 0.0080960454219166419 0.0051517810407941322 0.013539651220502415 -0.0028886054938828403 -0.0015532793050193792 0.0087695169107367601 0.0049334001246046262 0.0050203561716579258 0.003111598339940732
leaf_weight=107 30 33 20 327 21 34 35 43 21 22 22 25 139 20 31 20 198 22 106 26 22 64 22 23 22 38 24 1509 47 48
leaf_count=107 30 33 20 327 21 34 35 43 21 22 22 25 139 20 31 20 198 22 106 26 22 64 22 23 22 38 24 1509 47 48
internal_value=0 0.00447444 0.00184369 0.00218371 0.00453802 0.00444065 0.00260389 0.00461015 0.00178353 -0.000645155 0.00470449 0.00184382 0.00255895 0.00463238 0.00354611 0.00217083 0.00467535 0.00309992 0.00398747 0.00486337 0.00480724 0.00486897 0.00493078 0.00481388 0.00113159 0.00490981 0.00273455 0.00506135 0.00781955 0.00499757
internal_weight=0 2744 377 357 2711 2604 220 2384 77 56 2307 185 160 2264 397 179 218 159 128 1867 1845 1823 1797 1733 44 1689 110 1579 70 72
internal_count=3121 2744 377 357 2711 2604 220 2384 77 56 2307 185 160 2264 397 179 218 159 128 1867 1845 1823 1797 1733 44 1689 110 1579 70 72
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=31
num_cat=0
split_feature=1 1 39 12 2 47 14 4 3 1 2 44 0 1 3 4 0 15 2 50 2 1 2 48 4 0 14 3 157 43
split_gain=18.5552 2.36981 2.09291 1.73642 1.29112 0.891668 0.838494 0.801881 0.747514 0.673778 0.415154 0.353609 0.588604 0.549889 0.36028 0.341164 0.28256 0.278175 0.261699 0.258832 0.244368 0.240199 0.23848 0.192404 0.242447 0.50521 0.189967 0.184177 0.174346 0.165076
threshold=0.10752500000000002 0.13210500000000003 0.056590000000000008 0.085055000000000006 0.10252500000000002 0.13082500000000002 0.076175000000000007 0.40124500000000002 0.11658 0.093575000000000019 0.13501500000000002 1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 -0.077564999999999981 0.033845000000000007 -0.079119999999999982 -0.013969999999999998 0.14019000000000004 0.089465000000000017 0.17025000000000004 0.095695000000000016 0.094835000000000017 0.093265000000000015 -0.17966999999999997 -0.060129999999999996 -0.42495999999999995 -0.089089999999999989 -0.23976499999999998 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 20 11 -5 10 22 17 12 13 -1 -15 16 28 21 26 23 -3 -6 -4 24 -18 -26 -2 -21 -14 -28
right_child=1 5 9 7 8 -7 -8 -9 -10 -11 -12 -13 15 14 -16 -17 19 -19 -20 27 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00087506553390632341 0.0006226182981388564 0.00028889087459219205 0.00090410863154161299 0.00081509013223387357 0.00078355912360419705 0.00057600834805775973 0.0010743921245235245 0.00046428052752568711 0.00048867337456914492 0.00049661735508718761 0.00058703340489316624 0.001129984805981318 0.00072768682916109142 0.00040013990438013684 0.00071152560529755607 0.00076751919761901635 0.00093088025931550671 0.00086857205355502908 0.00027656042683892268 0.0010950476544744829 0.00012934904778547418 0.00058078927382669468 0.00067002177321469933 0.00064316235184161354 0.00083021647098881278 0.00054159732184304006 0.00037909270994593096 0.00088783246952640936 0.00090390328458768866 0.00050407104586300093
leaf_weight=63 29 141 27 104 165 38 81 33 36 80 37 20 22 20 50 102 70 151 29 20 50 26 44 23 226 26 71 94 1148 95
leaf_count=63 29 141 27 104 165 38 81 33 36 80 37 20 22 20 50 102 70 151 29 20 50 26 44 23 226 26 71 94 1148 95
internal_value=0 0.000457726 0.00084386 0.000556701 0.000858062 0.0003017 0.00087905 0.000730589 0.000758686 0.000620008 0.000784333 0.000870651 0.000867869 0.000742167 0.000622558 0.000877527 0.000884415 0.000805679 0.000450351 0.000843185 0.000247126 0.000755957 0.000759041 0.00081642 0.000828795 0.000800438 0.000476196 0.000924186 0.00090059 0.000450616
internal_weight=0 590 2531 361 2380 229 1965 137 415 151 379 1884 1864 133 70 1731 1629 342 224 459 191 191 71 345 322 252 195 114 1170 166
internal_count=3121 590 2531 361 2380 229 1965 137 415 151 379 1884 1864 133 70 1731 1629 342 224 459 191 191 71 345 322 252 195 114 1170 166
is_linear=0
shrinkage=0.00196078


Tree=5168
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 1 2 16 2 1 49 0 49 1 4 52 4 1 0 16 3 0 160 4 133 3 3
split_gain=39.2457 6.19765 3.37638 2.92439 1.99647 1.82038 1.28897 1.1501 0.926854 0.861094 0.66626 0.660536 0.652428 0.580048 0.538759 0.666925 0.43499 0.425488 0.388713 0.381734 0.311109 0.30187 0.291249 0.265538 0.264899 0.262785 0.258347 0.256613 0.242503 0.230938
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.095545000000000005 -0.025214999999999998 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.52595999999999987 0.11177500000000001 0.12656000000000003 -0.054984999999999992 -0.10607499999999999 0.082865000000000008 0.083345000000000016 -0.029144999999999997 0.048770000000000008 0.0082450000000000006 0.13075500000000004 -0.079119999999999982 -0.059624999999999991 -0.14847999999999997 -0.14116499999999996 -0.081069999999999989 0.27044500000000005 -1.0000000180025095e-35 -0.10831999999999999 -0.24462999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 12 14 -4 10 -7 26 -3 -2 15 16 -1 -13 -6 21 27 -16 24 29 -19 -23 -8 -5 -25 -12
right_child=1 4 8 20 18 9 11 -9 -10 -11 23 17 -14 -15 19 -17 -18 22 -20 -21 -22 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00086855788852623495 0.00048306018815956253 0.00025957327695427779 0.0007730577351587729 0.00021508219709981782 -0.00015668111654190076 0.00047175773601182479 0.00064984109531760273 0.0011637411986579413 0.00037134860519353393 0.00054059568244744745 0.00076150569428248902 0.00056166645151439721 2.2538370260855674e-05 0.00082275311837917285 0.00094008379569672171 0.0010353194638040531 0.00059956695776755878 0.00045005065453186357 0.0001082227294383766 0.00078876619379407431 0.00011946462164024268 0.00072189875316041512 7.9061705012563148e-05 0.00060927054866378105 0.00020277834185936807 0.00089302658541248357 0.00037574031157419088 0.0004811800975963796 0.00082025125054185823 0.0010038327907273626
leaf_weight=38 23 98 34 22 57 21 39 70 63 48 21 20 82 121 1128 31 59 31 34 84 24 39 28 22 36 299 20 38 437 54
leaf_count=38 23 98 34 22 57 21 39 70 63 48 21 20 82 121 1128 31 59 31 34 84 24 39 28 22 36 299 20 38 437 54
internal_value=0 0.000336017 0.000870655 0.000598892 0.000201331 0.000885446 0.00026792 0.000917492 0.000512154 0.00079255 0.000814341 0.00038826 0.000151591 0.000768497 0.00090722 0.000784957 0.000704945 0.000301727 -5.77061e-05 0.000917316 0.000308141 0.000924682 0.000247003 0.000827813 0.000317188 0.000873281 0.000556926 0.000383611 0.000810139 0.000935981
internal_weight=0 673 2448 228 445 2351 354 1748 97 603 555 174 180 144 1678 128 97 115 91 1550 84 1466 95 534 67 338 59 60 459 75
internal_count=3121 673 2448 228 445 2351 354 1748 97 603 555 174 180 144 1678 128 97 115 91 1550 84 1466 95 534 67 338 59 60 459 75
is_linear=0
shrinkage=0.00196078


Tree=5169
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 14 2 42 49 132 2 1 2 123 14 2 124 1 39 2 475 4 2 47 156 52
split_gain=18.8824 3.44829 1.41853 1.34588 1.12908 0.934472 0.925969 0.724364 0.627128 0.621479 0.512475 0.382257 0.298312 0.275327 0.425106 0.273616 0.564894 0.271782 0.263657 0.237025 0.233017 0.217537 0.200196 0.20021 0.199239 0.190183 0.199277 0.175688 0.167189 0.165809
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.14960000000000004 -0.0060199999999999993 -0.054984999999999992 0.088890000000000011 0.25063000000000007 0.089770000000000016 0.090425000000000019 0.10695000000000002 -0.23083499999999998 -0.0091949999999999983 -0.081949999999999981 0.13075500000000004 0.08456000000000001 -0.0091949999999999983 -0.082014999999999991 -0.55119499999999988 0.092365000000000017 0.11518500000000002 0.083310000000000009 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 9 20 -8 -9 15 24 -5 -2 14 -6 25 19 18 -10 -17 -3 -4 -13 -24 -7 -1 -27 -14 -28 -26
right_child=1 4 21 11 13 10 7 8 17 -11 -12 22 27 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 29 26 28 -29 -30 -31
leaf_value=0.0010580338544649681 0.00057874959916351181 0.00035989825086552349 0.00052478034450420801 0.00083797348201699858 0.00024632188797795801 0.0009168174536475606 0.00077182771138895566 0.00075504360791972232 0.00059371756555162366 0.001042721883688887 0.00050335267086711413 0.00037597153153197437 0.00086387702980137598 0.00037434026081859743 -5.6809831304857259e-05 0.00063185978752154811 0.00051304073996352826 0.00020230714740489465 0.00040271253581858628 0.00084823978844863666 0.00016759976749217102 0.00030441892830186277 0.000451401695791705 0.00070002337102017371 0.00073817008320842758 0.0008805911807750745 0.00080107621766489963 0.00070337499884240006 0.00095267637139734101 0.00081890496432402901
leaf_weight=21 24 47 61 22 46 41 30 23 34 76 26 20 90 23 29 21 23 21 152 266 50 24 20 33 225 1209 222 37 32 173
leaf_count=21 24 47 61 22 46 41 30 23 34 76 26 20 90 23 29 21 23 21 152 266 50 24 20 33 225 1209 222 37 32 173
internal_value=0 0.000472848 0.000665176 0.000840183 0.000373091 0.000849491 0.000424267 0.000485261 0.000447883 0.000869051 0.000770829 0.000611407 0.00077923 0.000186665 0.000129111 0.000861694 0.000808712 0.000413754 0.000437627 0.000832407 0.000260775 0.000462561 0.000543127 0.000606204 0.00078667 0.000872761 0.000870102 0.000817117 0.000820175 0.000773263
internal_weight=0 691 236 2430 455 2335 357 260 230 1870 465 95 151 98 75 1794 310 207 186 287 97 85 73 53 439 1484 1463 127 254 398
internal_count=3121 691 236 2430 455 2335 357 260 230 1870 465 95 151 98 75 1794 310 207 186 287 97 85 73 53 439 1484 1463 127 254 398
is_linear=0
shrinkage=0.00196078


Tree=5170
num_leaves=31
num_cat=0
split_feature=4 2 1 2 0 2 16 49 151 15 48 52 1446 3 4 3 3 96 52 0 1 1 43 49 4 12 2 52 3 43
split_gain=0.411832 0.130112 0.102521 0.100906 0.0929834 0.0865922 0.085054 0.0755702 0.08466 0.0622394 0.0666039 0.138162 0.0689056 0.0848906 0.204745 0.0875268 0.0691663 0.0550789 0.0654435 0.0633222 0.0736203 0.0722533 0.0704016 0.0791973 0.0828074 0.0666347 0.064576 0.0513383 0.0487927 0.0471551
threshold=0.27044500000000005 0.17025000000000004 0.094385000000000011 -0.0091949999999999983 -0.094299999999999981 0.25063000000000007 -0.089669999999999986 -0.088694999999999982 1.0000000180025095e-35 -0.15914499999999995 0.088735000000000022 0.31359500000000001 0.083715000000000026 -0.086049999999999988 -0.083644999999999983 -0.085274999999999976 0.10732000000000001 0.086715000000000014 -0.075329999999999994 -0.036484999999999997 0.13534000000000004 0.13604000000000002 0.0047850000000000011 -0.0072499999999999986 0.41257000000000005 -0.090609999999999982 0.11510000000000002 -0.081934999999999994 0.076840000000000006 -0.081154999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 27 6 17 -5 -8 -9 -1 12 -12 16 14 -14 -15 -11 18 -2 20 22 -21 23 24 -20 -25 -27 -4 -22 -6
right_child=5 -3 3 4 29 -7 7 8 -10 10 11 -13 13 15 -16 -17 -18 -19 19 21 28 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0093776365883196863 -0.0022426338112425236 -0.00028189327964686195 0.0034702333832486859 0.0064039884738293406 0.0092476110691980772 -0.0034208063191423811 0.0075018525966221387 0.0023174036987863174 -0.0049219722812995324 0.0063169648557393106 0.005403031136341746 -0.0033284937217831615 0.016560341618164925 0.0012668407805587936 0.0042695525891916905 0.0080101824516008238 0.00079491405036685107 -0.0017247944029513747 -0.00429949676245451 0.0039416473928011132 -0.004316123860189691 0.010934405697678978 0.0092209748790732446 -0.00028673569375479768 0.0042184304046843741 0.0091491272473441711 0.0034219527868036594 -0.0023281039544739402 0.0017590121175043096 0.0058507420999614878
leaf_weight=66 21 33 37 69 48 24 21 84 20 1644 193 20 33 23 23 118 23 25 25 45 20 22 21 22 21 35 45 26 39 275
leaf_count=66 21 33 37 69 48 24 21 84 20 1644 193 20 33 23 23 118 23 25 25 45 20 22 21 22 21 35 45 26 39 275
internal_value=0 0.00595957 0.00603521 0.00485577 0.0053162 0.00238503 0.00358576 0.00203009 0.000925216 0.00635443 0.00625836 0.00458317 0.00644979 0.00821843 0.0115123 0.0069102 0.00624078 0.00279365 0.00315112 0.00353508 0.00274087 0.00623778 0.0038026 0.00303378 -0.000410878 0.00458725 0.00592759 0.00107727 -0.000300356 0.00635554
internal_weight=0 2756 2723 580 517 365 194 125 104 2143 2077 213 1864 197 56 141 1667 341 316 295 228 67 169 148 46 102 80 63 59 323
internal_count=3121 2756 2723 580 517 365 194 125 104 2143 2077 213 1864 197 56 141 1667 341 316 295 228 67 169 148 46 102 80 63 59 323
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 2 1 2 1 47 4 16 52 1 2 1 1 12 131 2 4 16 0 12 51 16
split_gain=24.6737 4.06565 2.70155 2.04732 1.49598 1.29403 0.939829 0.884759 0.788168 0.706643 0.657288 0.503251 0.341504 0.340985 0.325601 0.313212 0.312819 0.316386 0.491982 0.258077 0.23889 0.225214 0.181562 0.179544 0.176529 0.225172 0.209537 0.193762 0.172874 0.171345
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.077845000000000011 0.17025000000000004 0.091195000000000012 0.13011000000000003 -0.17966999999999997 0.13751500000000003 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.11669000000000002 0.15799000000000005 0.096475000000000019 0.09031500000000002 0.14530500000000005 0.042705000000000007 -0.12029499999999999 0.18019500000000002 0.090285000000000018 -0.071649999999999978 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 14 6 7 9 21 12 -5 13 29 -4 -3 -7 -11 24 -19 28 -13 -6 -2 -21 26 -26 27 -18 -16 -1
right_child=1 2 11 10 8 15 -8 -9 -10 16 -12 20 -14 -15 19 -17 17 18 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011644109372186131 0.0010999687538562316 0.00079909446540555587 0.00036934157142631336 0.00099704911520167227 0.0010614139847129967 0.0005800945852046525 0.0006417727566020374 0.0012464726856804473 0.00058778238866259063 0.0011600942466012214 0.00063932109025887816 0.00029803070321898252 0.0009981804625411872 0.00064847688866304413 0.00042613708068886042 0.00089937926563116903 0.0010891416272014575 0.00061835790527801882 0.00098341362587377147 0.00051155604915317841 2.1375959389516955e-05 0.00084978535631577098 0.00089379113678838694 0.00030900573339678493 0.0010159754763460821 0.00088202504232926437 0.00082056160176209375 0.0010030944694594552 0.00062051939391167079 0.0010760752978377908
leaf_weight=92 52 21 106 28 29 27 22 84 40 43 67 28 216 20 20 21 135 22 40 106 21 58 24 20 96 97 20 395 146 1025
leaf_count=92 52 21 106 28 29 27 22 84 40 43 67 28 216 20 20 21 135 22 40 106 21 58 24 20 96 97 20 395 146 1025
internal_value=0 0.000607015 0.000554143 0.00102692 0.000636101 0.0010384 0.00104509 0.001049 0.000815589 0.0010414 0.000744757 0.000348077 0.00106955 0.000413649 0.000563274 0.000719782 0.000997149 0.000988445 0.000853878 0.000546314 0.000179464 0.000920328 0.00103486 0.000479405 0.000999674 0.000948653 0.00101758 0.00102501 0.0005971 0.00108335
internal_weight=0 691 615 2430 440 2335 2287 2265 127 2181 95 175 1333 126 313 48 848 805 62 292 49 87 76 126 743 193 550 530 166 1117
internal_count=3121 691 615 2430 440 2335 2287 2265 127 2181 95 175 1333 126 313 48 848 805 62 292 49 87 76 126 743 193 550 530 166 1117
is_linear=0
shrinkage=0.00196078


Tree=5172
num_leaves=31
num_cat=0
split_feature=1 3 0 12 0 96 12 0 39 10 456 150 402 12 12 43 1 16 3 4 4 49 133 475 40 42 12 484 484 151
split_gain=0.422932 0.119428 0.102169 0.0894751 0.0676581 0.0632318 0.0783646 0.0646085 0.0595959 0.0557876 0.0543471 0.0520658 0.0457494 0.0450901 0.144054 0.053794 0.0655794 0.0449668 0.0493904 0.0671772 0.0698372 0.0442746 0.0649471 0.0551157 0.0419906 0.04182 0.0701831 0.0415798 0.121165 0.0791467
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 0.097825000000000009 0.22582000000000002 0.088850000000000026 -0.12529499999999996 -0.13027499999999997 0.096625000000000016 -0.086389999999999981 0.090345000000000009 0.12314500000000002 0.086055000000000006 0.10673000000000001 0.11650500000000001 -0.073404999999999984 0.10727500000000002 -0.55248999999999981 0.090900000000000009 -0.031404999999999995 0.0049200000000000008 0.11560500000000001 0.084655000000000022 0.068270000000000011 -0.063404999999999989 0.087885000000000019 0.096990000000000007 0.088375000000000009 0.091880000000000003 -0.086944999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 3 5 9 6 7 -3 10 -1 11 -8 13 15 -15 -2 -17 -11 21 -20 -21 23 -23 27 -10 -24 -27 29 -29 -19
right_child=1 2 -4 -5 -6 -7 8 -9 24 17 -12 -13 -14 14 -16 16 -18 18 19 20 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011570453876629473 0.0047410661329106403 0.0026800415522995453 -0.0041870743502624378 -0.0026215434833257289 0.00071521239089114336 -0.0021615322027355435 0.0045320264233803175 0.0096961332538298209 0.0035817879651273998 0.01067938531935215 -0.00055357646779157226 -0.00067151285530555813 0.00094335350969975643 -0.0012195243105066547 0.0079274834004334268 0.0055083729402530335 0.010969529216074282 0.003880895952234638 0.0065080921036294766 -0.002847390212118626 0.0045601817167231018 0.0082540809454180169 -0.00030117153096944098 0.010817381282967907 -0.0020744323025324515 0.0079521408149351679 0.00099083773342759497 0.015441242204979062 0.007029067611853991 0.0066088347935685443
leaf_weight=20 82 21 21 27 21 20 228 35 21 25 28 21 22 33 36 43 45 113 72 20 35 35 25 31 35 30 28 20 119 1809
leaf_count=20 82 21 21 27 21 20 228 35 21 25 28 21 22 33 36 43 45 113 72 20 35 35 25 31 35 30 28 20 119 1809
internal_value=0 0.00360052 0.00262586 0.002954 0.00636646 0.00332207 0.00360401 0.0070651 0.00302196 0.00641628 0.00362347 0.00409317 0.00530711 0.00570879 0.00355283 0.00658386 0.00830101 0.00646081 0.00641569 0.00449796 0.00186652 0.00652589 0.00464128 0.00663219 4.66503e-05 0.00311781 0.00459151 0.00656924 0.00823945 0.00644845
internal_weight=0 718 457 436 2403 409 389 56 333 2382 277 249 261 239 69 170 88 2362 2337 127 55 2210 118 2092 56 83 58 2061 139 1922
internal_count=3121 718 457 436 2403 409 389 56 333 2382 277 249 261 239 69 170 88 2362 2337 127 55 2210 118 2092 56 83 58 2061 139 1922
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 14 0 43 11 1 150 3 49 50 1 4 15 43 1 52 3 12 1 15
split_gain=17.7963 2.34001 1.89374 1.19283 1.1442 0.930559 0.847306 0.645122 0.679261 0.599078 0.55282 0.371367 0.29467 0.396252 0.276959 0.385106 0.689446 0.279572 0.270872 0.267277 0.255649 0.255602 0.254509 0.231827 0.226258 0.222357 0.207432 0.206795 0.194402 0.177505
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.077845000000000011 0.089885000000000007 0.076175000000000007 -0.073309999999999986 -0.077319999999999986 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 -0.11171999999999999 -0.012034999999999999 0.041865000000000006 0.090540000000000023 -0.04890499999999999 0.040760000000000005 0.016310000000000002 0.13436000000000001 -0.07167999999999998 0.086245000000000016 0.095780000000000018 0.12958500000000003 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 18 7 10 -3 28 -4 11 12 26 -14 15 17 -17 23 -2 29 -15 -10 25 -12 -23 -16 -1 -19 -9 -7
right_child=1 5 9 -5 -6 19 -8 8 21 -11 14 -13 13 20 22 16 -18 27 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087828019933349258 0.00054747269196691467 0.00027728501154406074 0.00082302450747633515 0.00052067831219508749 0.0004400824695118818 0.00026065009363383519 0.00056349319089177351 0.00082587205444640231 0.00062938910984324621 0.0004913478723412325 0.00079055142709978611 0.0010258412760625103 0.00057149965484816121 0.00096157853753348576 0.00091642646777580846 0.00077790652366882974 0.0003527838924863175 0.00085041620119616975 0.00079924743193799579 0.00038212885546600421 0.00073877649544447713 0.00042764249676966918 0.0011051289258780432 0.00051939720935362547 0.00022701039811284427 0.00067865976333325985 0.00071834567660356268 0.00078172187184787816 0.00055876895422389842 6.4771132442849325e-05
leaf_weight=1214 20 90 28 45 74 29 41 22 20 83 27 58 29 36 62 55 20 408 92 23 44 128 20 22 26 20 32 287 20 46
leaf_count=1214 20 90 28 45 74 29 41 22 20 83 27 58 29 36 62 55 20 408 92 23 44 128 20 22 26 20 32 287 20 46
internal_value=0 0.000447292 0.000825447 0.000836933 0.000629281 0.000363504 0.000842926 0.00041676 0.000474874 0.000575014 0.000847834 0.000872197 0.00086562 0.000767858 0.000810456 0.000798457 0.00066454 0.000811956 0.000754288 0.000197217 0.000839037 0.000420852 0.000906806 0.000668809 0.00039377 0.000858435 0.000874173 0.000822049 0.00069868 0.000140511
internal_weight=0 590 2531 2420 186 404 2375 306 216 111 2334 1413 1355 109 921 819 75 744 112 98 80 174 102 49 154 82 1246 695 42 75
internal_count=3121 590 2531 2420 186 404 2375 306 216 111 2334 1413 1355 109 921 819 75 744 112 98 80 174 102 49 154 82 1246 695 42 75
is_linear=0
shrinkage=0.00196078


Tree=5174
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 51 12 4 43 1 150 14 0 4 4 0 43 3 0 123 16 2 43 43 2 0 2 4 3 2
split_gain=18.838 2.49682 2.11151 1.39639 1.16141 0.864531 0.767922 0.694671 0.579156 0.554317 0.544081 0.531877 0.478284 0.447994 0.394329 0.361767 0.436926 0.353723 0.316542 0.282964 0.287274 0.394978 0.219156 0.21814 0.394955 0.246295 0.194121 0.228216 0.25121 0.181372
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 -0.24460499999999999 0.091475000000000015 0.40124500000000002 -0.04890499999999999 0.15022500000000003 1.0000000180025095e-35 0.076175000000000007 -0.23194499999999998 -0.15464999999999998 0.00063500000000000004 -0.060129999999999996 -0.11720999999999999 -0.059315 -0.13027499999999997 0.10695000000000002 -0.39185999999999993 0.13754500000000003 -0.090299999999999991 -0.04890499999999999 0.11177500000000001 -0.081894999999999982 0.11389000000000002 -0.059649999999999988 0.013900000000000001 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 12 -3 11 -5 22 13 29 18 -1 -7 15 -8 -17 -18 -4 20 -15 -22 -6 25 -25 -2 27 -14 -29 -10
right_child=1 5 6 7 8 9 14 -9 10 -11 -12 -13 26 19 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.001110622767564872 0.00026126022323427002 0.00072112846997828266 0.00070747759365190972 0.00084415583338446492 0.00068825582955397817 0.00061146390782343657 0.00088566023626128129 0.00049472088170533161 0.00084343868990536283 0.0001323649406917858 0.00053203502589415058 0.0011178691845263361 0.00091068085105646226 0.00028103840003422629 0.00076273088094653207 0.00053304664279315986 0.00087402926136326774 0.00061757152515209285 0.00090819761980761552 0.00013970716221190215 0.00057965544344565096 0.00029051710025438521 0.00045476029339679348 0.00077476915164639815 0.0004785122987310373 0.0004919933938029883 0.00062703185042594224 0.00082296325408680998 0.00057908090133611744 0.00063633863735043151
leaf_weight=22 29 21 31 89 20 23 482 29 72 55 44 46 70 94 218 24 101 26 1181 28 39 34 68 22 81 46 21 62 22 21
leaf_count=22 29 21 31 89 20 23 482 29 72 55 44 46 70 94 218 24 101 26 1181 28 39 34 68 22 81 46 21 62 22 21
internal_value=0 0.000465746 0.000854811 0.00059287 0.000728203 0.000337758 0.000880145 0.000758278 0.000631951 0.000308268 0.000711681 0.000910918 0.000838135 0.000352648 0.000834654 0.000859424 0.000775675 0.000821526 0.000903064 0.000322121 0.000352705 0.000444988 0.000507827 0.000483217 0.00054179 0.000402777 0.000803879 0.000827995 0.000759089 0.000796674
internal_weight=0 590 2531 296 422 294 2109 118 225 273 137 1258 197 218 851 633 151 127 1212 195 167 73 88 178 103 75 175 154 84 93
internal_count=3121 590 2531 296 422 294 2109 118 225 273 137 1258 197 218 851 633 151 127 1212 195 167 73 88 178 103 75 175 154 84 93
is_linear=0
shrinkage=0.00196078


Tree=5175
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 43 39 49 3 13 39 3 147 43 4 52 13 3 42 484 484 15 133 13 0 0 52 1213 1454 13 15
split_gain=0.512295 0.134522 0.0998443 0.108773 0.0924977 0.0938564 0.0890367 0.0780553 0.0781395 0.0735574 0.0726676 0.0659337 0.0656241 0.0555112 0.0554955 0.0550013 0.0676035 0.0642249 0.0700694 0.129166 0.0759249 0.0662604 0.14716 0.0660681 0.0830749 0.0890679 0.0635697 0.063327 0.0969388 0.0845455
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.078139999999999973 -0.095049999999999982 0.089130000000000015 -0.08130999999999998 0.31370500000000007 -0.47860499999999995 0.084780000000000008 0.11924500000000002 0.091170000000000015 0.016310000000000002 0.053180000000000012 0.056145000000000007 -0.083764999999999992 -0.15447499999999995 -0.0041849999999999986 0.087410000000000002 0.062030000000000009 0.093115000000000017 -0.025314999999999994 -0.064619999999999983 -0.092404999999999973 -0.082844999999999988 0.092965000000000006 -0.09280999999999999 0.090210000000000026 -0.084419999999999981 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -2 -9 -8 11 12 14 15 -5 16 -3 26 19 21 -20 22 -19 -23 25 -25 -17 28 -18 -30
right_child=7 13 3 10 6 -7 9 8 -10 -11 -12 -13 -14 -15 -16 17 27 18 20 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00041354834434709377 0.0036413333103992047 0.013580076845193452 0.010116079997803486 0.0075661254039426397 0.0057008347139344551 0.0018927459078638452 -0.0041870537272188811 0.0025444531528462126 -0.0035330187885419411 0.0023990582140043463 0.0036340027436381206 0.001945607869752816 0.0037749932458003366 0.0058366927771466865 0.011281268840984387 0.011139307517558338 0.0077700143220572797 0.0085216713626869028 0.011145538103512743 -0.0012170540915879733 0.0040773539826096522 0.011918533261103387 -0.0034639899430441712 0.0055629594837698871 0.0069695998935206272 -0.00085511178416521137 0.0074210685673348894 0.0033782709875657896 0.0085639932774938653 0.017252319802840553
leaf_weight=28 275 22 35 190 40 23 28 56 34 43 64 21 36 283 51 50 493 20 55 24 21 22 21 85 426 29 572 29 24 21
leaf_count=28 275 22 35 190 40 23 28 56 34 43 64 21 36 283 51 50 493 20 55 24 21 22 21 85 426 29 572 29 24 21
internal_value=0 0.00679152 0.00540647 0.00571336 0.00361865 0.0068551 0.00192753 0.00280475 0.000248519 -0.000198282 0.00669128 0.00734787 0.00775743 0.00714393 0.00835232 0.00733721 0.00814123 0.0069798 0.00632492 0.00597734 0.00919249 0.00626368 0.00238267 0.00654682 0.00632797 0.00393029 0.00771996 0.0079302 0.00817556 0.0126185
internal_weight=0 2756 559 531 169 58 111 365 90 71 362 298 277 2197 241 1914 589 1325 703 627 76 603 41 562 540 114 622 567 538 45
internal_count=3121 2756 559 531 169 58 111 365 90 71 362 298 277 2197 241 1914 589 1325 703 627 76 603 41 562 540 114 622 567 538 45
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=31
num_cat=0
split_feature=4 2 2 12 2 2 457 34 14 484 160 43 52 4 147 1 13 13 42 0 15 15 133 15 1 2 152 473 4 14
split_gain=0.434083 0.134658 0.0870696 0.0834715 0.0862398 0.147324 0.0717573 0.0670665 0.0647317 0.0611214 0.0983207 0.0707675 0.0660778 0.0588429 0.056567 0.0729413 0.0748335 0.0600166 0.0739217 0.0765984 0.0614421 0.0532798 0.0584774 0.0519332 0.0778523 0.0468757 0.0442835 0.0477266 0.044259 0.0420187
threshold=0.27044500000000005 0.14285500000000004 0.25063000000000007 -0.010834999999999999 -0.0091949999999999983 0.094835000000000017 0.31508000000000008 -0.072169999999999984 0.019675000000000002 0.096415000000000015 -0.076689999999999994 -1.0000000180025095e-35 0.039215000000000007 0.0016150000000000003 0.096265000000000003 0.10374500000000002 1.0000000180025095e-35 -0.41572999999999993 0.092145000000000019 -0.22491999999999998 -0.41942499999999994 -0.079929999999999987 0.017095000000000003 0.094035000000000007 0.081315000000000012 0.11704500000000001 0.093230000000000021 -1.0000000180025095e-35 -0.019614999999999997 -0.23960999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 7 13 8 -1 26 10 11 -2 14 -6 15 -12 17 -17 19 -19 -21 -3 -23 24 -10 28 27 -5 -7 -29
right_child=2 21 -4 6 5 25 -8 -9 23 -11 12 -13 -14 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0035350695718079808 0.0040672751143574718 0.0060031706100778176 -0.0033697315588748704 0.011277331681922079 0.01386969362696012 -0.0016689852999878072 0.00098090724010641375 -0.0035571729938965293 0.0080092197763068345 -0.0017038150970755076 -0.0040260385838337244 0.011534285147420387 0.0062073985417373488 0.0072738293239748789 0.0056121151527446338 -0.0020106980931900798 -0.0025534877639016018 0.001268774333452298 0.00088779079292458966 0.004727875443530225 0.012377466900008065 -0.0021061277948319912 0.0040650995182139535 0.006045487356771316 0.015600723036649554 0.0071677628331459492 0.0016876930510625243 0.01093439381569624 0.0036116188376819573 0.0063305609158104533
leaf_weight=40 30 27 24 20 21 21 24 20 35 27 24 22 40 38 33 21 31 22 49 21 21 34 28 35 22 26 20 20 65 2260
leaf_count=40 30 27 24 20 21 21 24 20 35 27 24 22 40 38 33 21 31 22 49 21 21 34 28 35 22 26 20 20 65 2260
internal_value=0 0.00612192 0.00245208 0.00624962 0.00443289 0.00557741 0.00642189 0.00117099 0.00647603 0.00286183 0.00325442 0.00722639 0.00246609 0.00962151 0.00179198 0.00112497 0.00187421 0.00289852 0.00381086 0.00604883 0.00855267 0.00229551 0.000680878 0.00907751 0.0109393 0.00344704 0.00637287 0.00641361 0.00232217 0.00637095
internal_weight=0 2756 365 2667 231 171 2436 60 2412 341 314 52 262 59 222 189 165 134 113 64 42 89 62 92 57 112 2320 2300 86 2280
internal_count=3121 2756 365 2667 231 171 2436 60 2412 341 314 52 262 59 222 189 165 134 113 64 42 89 62 92 57 112 2320 2300 86 2280
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=31
num_cat=0
split_feature=1 2 39 4 2 12 14 3 1 2 1 50 0 150 15 12 4 13 4 15 1 3 484 16 12 15 0 0 4 159
split_gain=21.4388 2.52996 2.24706 1.96927 1.5661 1.264 0.909658 0.890536 0.79525 0.568319 0.469535 0.411935 0.370932 0.580156 0.389638 0.380941 0.388349 0.342241 0.311214 0.297715 0.361407 0.296444 0.277999 0.401903 0.273874 0.247029 0.245966 0.359638 0.217376 0.211611
threshold=0.10752500000000002 0.14285500000000004 0.056590000000000008 0.27287000000000006 0.10188000000000001 0.085055000000000006 0.076175000000000007 0.11658 0.09253500000000002 0.13501500000000002 0.13075500000000004 0.086295000000000011 -0.10096999999999999 0.089910000000000018 -0.12255999999999999 0.090285000000000018 -0.52556499999999995 -1.0000000180025095e-35 0.024790000000000003 -0.013969999999999998 0.095695000000000016 -0.13927999999999999 0.073690000000000019 -0.042349999999999992 0.093965000000000007 -0.088749999999999982 -0.061629999999999997 0.11070500000000001 -0.0016099999999999997 0.084250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 17 12 9 25 19 -5 -3 13 14 -1 16 -14 29 -19 20 -6 -18 23 28 -7 -4 -17 -28 -16 -2
right_child=1 11 8 10 7 24 -8 -9 -10 -11 -12 -13 15 -15 22 26 21 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010891227762238316 0.00055051077974835783 0.00019608977100033225 0.0009908841077019186 0.00049737431486350254 0.00085129779574537291 0.0010157978028253792 0.0011510423574658867 0.00053054893493144882 0.00055015136121035701 0.00061347409135207459 0.00030623554527174976 0.0004681814271894459 0.0012282233187221588 0.00062427279650047857 0.00066337751782908824 0.00092051597641198881 0.00075403526717541267 0.00081992705329125674 0.00050828658565613247 0.00093199193058081799 0.0006072872795148353 0.00097015477555564486 0.0006490027354586692 0.0011454772364859487 0.00078033220044589459 0.00074470763318205859 0.00062463197021183107 0.00096676245811773605 0.0008973029632570028 0.00035248642842120986
leaf_weight=35 59 103 25 120 172 24 81 38 84 37 84 27 22 34 21 565 25 28 22 159 27 1019 21 20 91 42 27 21 56 32
leaf_count=35 59 103 25 120 172 24 81 38 84 37 84 27 22 34 21 565 25 28 22 159 27 1019 21 20 91 42 27 21 56 32
internal_value=0 0.000494129 0.000909184 0.000562387 0.0009239 0.000676911 0.00094762 0.000817243 0.000677235 0.000844823 0.00041867 0.000252601 0.000938789 0.000855952 0.000907437 0.000948016 0.000970412 0.000552482 0.000682805 0.000868734 0.000818191 0.000964979 0.000853547 0.000897829 0.000829473 0.000836565 0.000909068 0.000774314 0.000833505 0.000480876
internal_weight=0 590 2531 460 2380 256 1947 433 151 395 204 130 1866 187 153 1679 1066 141 50 358 199 1044 118 97 115 67 613 48 77 91
internal_count=3121 590 2531 460 2380 256 1947 433 151 395 204 130 1866 187 153 1679 1066 141 50 358 199 1044 118 97 115 67 613 48 77 91
is_linear=0
shrinkage=0.00196078


Tree=5178
num_leaves=31
num_cat=0
split_feature=1 3 1 46 0 42 0 483 2 11 124 12 13 394 49 15 42 4 133 3 3 129 15 13 16 1 13 42 3 402
split_gain=0.442753 0.119206 0.0755713 0.109244 0.0714435 0.0662639 0.0616934 0.0497999 0.0483014 0.0480289 0.0477842 0.0584667 0.0612897 0.111615 0.0893095 0.110192 0.0621172 0.0589593 0.054062 0.0478839 0.19437 0.046734 0.045374 0.044867 0.0427116 0.0469995 0.0426294 0.0424176 0.0579226 0.0655432
threshold=0.10293500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 1.0000000180025095e-35 0.11066000000000001 0.22582000000000002 0.086010000000000017 0.11018500000000002 0.090070000000000025 -0.076779999999999987 -0.064509999999999984 0.0015850000000000003 -0.082159999999999997 0.0034800000000000005 -0.069954999999999989 -0.093284999999999993 -0.42529999999999996 1.0000000180025095e-35 -0.14477499999999996 -0.10831999999999999 0.095170000000000018 -0.41942499999999994 -0.07965499999999999 -0.43320999999999993 0.15022500000000003 -0.061684999999999997 0.11457500000000002 -0.081054999999999974 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 5 24 7 10 -3 -2 22 -1 26 16 -14 17 18 -13 -15 -16 -18 -21 27 -10 -9 -4 -26 -12 -22 -29 -30
right_child=1 2 4 -5 -6 -7 -8 23 9 -11 11 12 13 14 15 -17 19 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0041801746149852485 0.0062899832431659369 0.0027943771538373671 -0.0015981728099286555 0.010318747995257754 -0.0045587069393756485 -0.0020679581686854367 0.0010360891709015484 0.0034330561686226214 0.005048988440207073 0.0061023463769696463 0.0069978188368536171 0.0091093488642050389 -0.0019303326774388553 0.011052282960843984 0.0031497800639564439 -0.0020981191368452438 0.0094708337627318027 0.0061324627793919537 0.0096672426772420311 -0.0019180103731169192 0.0068459090474172132 0.0021585921721492449 -0.00097126179344711775 0.0099092339910566811 -0.00015651148278266193 0.0062393438277973078 0.01329676537266509 0.0088918153132344115 0.0061315718890876851 0.00098549465571219717
leaf_weight=87 175 285 25 21 24 25 21 23 21 39 21 104 20 27 35 29 56 249 20 27 1515 23 31 20 20 27 22 29 55 45
leaf_count=87 175 285 25 21 24 25 21 23 21 39 21 104 20 27 35 29 56 249 20 27 1515 23 31 20 20 27 22 29 55 45
internal_value=0 0.00362658 0.00266916 0.0033116 0.000166341 0.00289474 0.0064323 0.003273 0.00531826 0.00344957 0.00648024 0.00656812 0.00649782 0.00534087 0.00574482 0.00288978 0.00673495 0.00661375 0.00551977 0.00659384 0.00649874 0.00663506 0.00145999 0.00644523 0.00174136 0.0035177 0.0102205 0.00669769 0.00495695 0.00381584
internal_weight=0 736 470 374 96 353 2385 328 266 91 2364 2277 2234 380 360 84 1854 276 55 1750 1694 1667 52 43 72 47 43 1644 129 100
internal_count=3121 736 470 374 96 353 2385 328 266 91 2364 2277 2234 380 360 84 1854 276 55 1750 1694 1667 52 43 72 47 43 1644 129 100
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 16 13 49 2 0 47 1 3 50 2 3 43 124 4 1 12 0 2 1
split_gain=36.6063 6.16092 2.70813 2.70125 1.84117 1.66689 1.12492 0.996947 0.841202 0.787857 0.736329 0.665376 0.611512 0.552073 0.509958 0.378673 0.592736 0.427861 0.35417 0.346772 0.336529 0.322532 0.289114 0.283888 0.283232 0.275571 0.265232 0.251235 0.228536 0.223758
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 -0.52595999999999987 -1.0000000180025095e-35 -0.054984999999999992 -0.090999999999999984 -0.11173999999999999 0.078875000000000015 0.083135000000000014 -0.14847999999999997 0.041865000000000006 0.10060500000000001 0.12745000000000004 -0.00045499999999999995 -0.081214999999999982 0.0061450000000000003 0.12408500000000001 0.086345000000000019 -0.080689999999999984 0.31358000000000003 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 23 29 14 11 -4 -7 25 -2 -1 16 17 -16 20 28 -13 -14 -5 -3 27 -9 -22 -17 -6 -8
right_child=1 4 10 22 19 9 7 12 -10 -11 -12 18 21 -15 15 24 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079038948269516114 0.00068211283964301063 0.00039432693510225005 0.00096330519522848553 0.00038530724159896391 0.0001735256879201237 0.0006528849646111691 0.00087009822088266874 0.00045176320858585989 0.0013063389505324912 0.00071377712201695868 0.00060525655762692161 0.0013514812904245712 0.00051338770409901241 0.0010135129400791719 0.0010541544322125768 0.0011230067049433875 0.0012676048857855498 0.00078007184193595088 0.00098849056299729122 0.00037448932873267751 0.00087434083844224611 0.00077271440466839805 0.00061775883142318989 0.00018107261154131073 0.00099894620137276993 0.00025136791978482139 0.0011573986396068285 0.0010668522783783541 -5.8506044454178679e-05 0.00060872486527716995
leaf_weight=22 23 48 34 36 51 21 34 74 70 41 63 20 54 121 41 1003 22 47 466 23 20 28 48 48 102 41 35 441 24 20
leaf_count=22 23 48 34 36 51 21 34 74 70 41 63 20 54 121 41 1003 22 47 466 23 20 28 48 48 102 41 35 441 24 20
internal_value=0 0.000535481 0.00105183 0.000797575 0.000401194 0.00106507 0.000468221 0.000537264 0.00109574 0.000976181 0.000730758 0.000995325 0.000472566 0.000960581 0.00108695 0.00109089 0.000979737 0.000907769 0.00100862 0.000163867 0.00113367 0.000601938 0.000518137 0.0002877 0.0010988 0.000380318 0.00105447 0.00110586 9.92755e-05 0.000773293
internal_weight=0 673 2448 228 445 2351 347 251 1748 603 97 562 197 144 1678 1656 110 88 541 98 75 82 84 96 1546 115 55 1444 75 54
internal_count=3121 673 2448 228 445 2351 347 251 1748 603 97 562 197 144 1678 1656 110 88 541 98 75 82 84 96 1546 115 55 1444 75 54
is_linear=0
shrinkage=0.00196078


Tree=5180
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 123 14 2 15 0 4 1 52 3 15 3 159 42 1 3 0 12 447 48 47 2
split_gain=22.5723 3.77285 2.53737 1.73331 1.16392 0.908844 0.639485 0.635782 0.549082 0.523944 0.441964 0.437069 0.400183 0.361759 0.3581 0.297345 0.275272 0.251194 0.228898 0.257795 0.21153 0.28602 0.254856 0.238071 0.222796 0.220939 0.187765 0.186801 0.178457 0.172912
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.089885000000000007 0.085505000000000012 0.40473500000000007 0.13501500000000002 0.077845000000000011 0.088205000000000019 0.062655000000000016 0.14960000000000004 1.0000000180025095e-35 -0.23091999999999999 -0.17966999999999997 0.091195000000000012 -0.56176499999999996 0.149315 -0.41942499999999994 0.12178000000000001 0.082585000000000006 0.079510000000000011 0.085110000000000005 -0.10831999999999999 -0.070154999999999981 0.087215000000000015 0.081385000000000013 0.083685000000000009 0.10350500000000001 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 10 11 28 13 -5 17 15 12 -3 -6 -2 26 -15 -7 -13 -20 21 23 24 25 -22 -18 -1 -10 -4 -17
right_child=1 5 6 8 7 9 -8 -9 27 -11 -12 18 -14 16 -16 29 20 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095962817094501652 0.00074826750831276769 0.00027916999168646321 0.00093593922780350024 0.00087479907987999313 0.0006402001301484073 0.00072834778339693354 0.00057108837876533082 0.00064103075004870599 0.00040925631293527826 0.00025193295385045051 0.0011162621356316602 0.00027800030095598277 0.00054831590761920805 0.0010323844989358264 0.00047422917265073128 0.00070801209258376492 0.0005381426893098126 0.00045970383767937357 0.00020558753613483449 -9.8137521150118529e-05 0.00095674452988429111 0.00089453250342450257 0.0011473970261274601 0.00083846817124841344 0.00075199494845813481 0.00079697533590518226 0.00078430491784173577 0.00062518834157235747 0.00078677675647031617 0.00089499926278677438
leaf_weight=1095 20 116 78 28 25 32 33 48 24 21 59 28 26 43 220 21 21 23 21 22 84 372 20 263 27 32 24 43 51 201
leaf_count=1095 20 116 78 28 25 32 33 48 24 21 59 28 26 43 220 21 21 23 21 22 84 372 20 263 27 32 24 43 51 201
internal_value=0 0.000502205 0.000625051 0.000903832 0.000914395 0.000331326 0.000814659 0.000860827 0.000644207 0.000515407 0.000950171 0.000265644 0.00032845 0.000872721 0.000497066 0.000942863 0.000879464 0.000616006 0.000140033 5.01933e-05 0.000871436 0.000857685 0.000943651 0.000814308 0.000906941 0.000694419 0.000955868 0.00054784 0.000876968 0.000877311
internal_weight=0 691 402 2430 2335 289 162 935 95 76 1400 213 142 887 240 1341 862 55 71 43 819 688 131 316 111 53 1119 67 129 222
internal_count=3121 691 402 2430 2335 289 162 935 95 76 1400 213 142 887 240 1341 862 55 71 43 819 688 131 316 111 53 1119 67 129 222
is_linear=0
shrinkage=0.00196078


Tree=5181
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 4 4 2 2 1 1 39 0 52 1 150 159 2 4 50 49 3 16 159 13 48 3 0
split_gain=39.4416 6.61363 3.89931 3.45955 2.20821 1.56423 1.49514 1.28427 1.20833 1.1085 1.05616 0.964312 0.557462 0.487094 0.468415 0.41831 0.3529 0.321718 0.474362 0.373019 0.268449 0.239078 0.237778 0.253748 0.491165 0.271458 0.228996 0.227046 0.222257 0.2629
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.062655000000000016 0.27834500000000006 0.27834500000000006 0.089885000000000007 0.14285500000000004 0.077845000000000011 0.16175000000000003 0.087690000000000004 -0.22491999999999998 -0.56176499999999996 0.091195000000000012 0.083555000000000004 0.076905000000000015 0.11474000000000002 -0.03898999999999999 0.08461500000000001 0.10084500000000002 -0.11171999999999999 0.15273500000000004 0.0089800000000000019 -1.0000000180025095e-35 0.083685000000000009 0.090900000000000009 -0.070499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 6 10 7 9 20 16 13 -5 26 -3 -11 -16 28 18 19 -2 -4 -12 23 24 -17 -25 -7 -13 29 -1
right_child=1 5 8 11 -6 12 -8 -9 -10 14 21 27 -14 -15 15 22 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012870903254303008 0.00093686180605607864 0.00089731451018443557 0.0012673074168856866 0.0011469384347524297 0.00080684794940882258 0.00033818602315429037 0.0014885469582401403 0.00075063454435470901 0.0007522481879166658 0.00091222522325173222 0.00023965763472644829 0.00056085906636724669 6.277655503329108e-05 0.00056792300439724062 0.0013678069004336288 0.00094325926224499374 0.0011894721940251779 0.00058735637893409605 0.00059472032884137142 0.00067913492313048912 0.0010854280362249378 0.00053586636779501154 0.0010987055065961617 0.0011817355836714119 0.0012734587249510429 0.0013026755070096416 0.00052330506256096992 0.00079891783798116016 0.0011286683824639941 0.0011210480810626496
leaf_weight=1041 50 45 52 28 48 116 84 22 36 26 22 24 25 28 43 43 216 92 56 38 78 20 149 474 29 84 33 43 38 38
leaf_count=1041 50 45 52 28 48 116 84 22 36 26 22 24 25 28 43 43 216 92 56 38 78 20 149 474 29 84 33 43 38 38
internal_value=0 0.000677242 0.00083989 0.00120814 0.00122306 0.000450999 0.0012318 0.00122201 0.00107015 0.00122677 0.000628442 0.000841351 0.000333724 0.000770973 0.00117134 0.00117954 0.00126202 0.000677929 0.000735796 0.000825571 0.00115818 0.000380709 0.00116915 0.00118581 0.00107626 0.00119994 0.000379186 0.000713643 0.00127605 0.00128124
internal_weight=0 691 402 2430 2335 289 2287 2203 166 2181 115 95 174 73 848 822 1333 236 144 88 130 42 779 630 72 558 149 67 1117 1079
internal_count=3121 691 402 2430 2335 289 2287 2203 166 2181 115 95 174 73 848 822 1333 236 144 88 130 42 779 630 72 558 149 67 1117 1079
is_linear=0
shrinkage=0.00196078


Tree=5182
num_leaves=31
num_cat=0
split_feature=1 3 1 45 0 132 16 1 0 454 2 133 15 2 2 14 3 4 15 49 13 3 132 15 132 51 132 15 1 151
split_gain=0.738876 0.18548 0.0949759 0.128391 0.100723 0.0791164 0.0786581 0.0780345 0.0728563 0.0699404 0.0777725 0.0858669 0.0730189 0.0716509 0.106009 0.0565672 0.0626393 0.071798 0.0760114 0.0554999 0.05529 0.0549632 0.0538929 0.0530008 0.051668 0.0553226 0.0513995 0.0506997 0.0501219 0.123832
threshold=0.10124500000000002 -0.053259999999999995 0.14699000000000004 0.10526500000000001 -0.0058249999999999994 -1.0000000180025095e-35 -0.25582999999999995 0.13075500000000004 0.22582000000000002 -0.037229999999999992 0.13754500000000003 0.089200000000000015 -0.084564999999999987 -0.0091949999999999983 1.0000000180025095e-35 0.062655000000000016 0.090900000000000009 -0.46376499999999993 -0.03241999999999999 0.11560500000000001 -0.059629999999999996 -0.076514999999999986 0.13958500000000004 -0.0040799999999999994 0.078465000000000021 0.10614000000000001 0.11942500000000002 0.094035000000000007 0.080270000000000022 -0.083694999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 9 6 -2 -4 24 15 -3 11 13 -12 -11 -15 16 19 -18 -19 22 -13 -21 26 -16 25 -7 28 -17 -1 -30
right_child=1 2 4 -5 -6 7 -8 -9 -10 10 12 20 -14 14 23 27 17 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0088083323908229941 0.00085249987563916626 -0.0020330330729484559 -0.0016196164241991937 0.011753268160654921 -0.0058165078063029804 0.0079931291622965233 0.0060345777760035003 0.003163670906214975 0.002281201562145725 0.0024193418243805232 0.0033094027959741654 0.0043983821270310065 -0.0034009116599918346 0.012476660210639239 0.0046034281719820923 0.012691642987457188 0.0089371613781661433 0.0067360915735327201 -0.00013048726998801744 0.0082665438735170568 -0.0025420303689315917 0.0038641822200382726 0.0045403980841750612 0.0089702429143445842 0.0041721701081241331 0.013549902136437595 0.01336239904472181 0.0077794350711080963 0.0025240577578674573 0.0081247029450533161
leaf_weight=1431 21 20 25 21 20 172 29 40 20 59 50 22 24 25 135 55 47 38 28 61 24 53 34 35 31 20 22 34 43 482
leaf_count=1431 21 20 25 21 20 172 29 40 20 59 50 22 24 25 135 55 47 38 28 61 24 53 34 35 31 20 22 34 43 482
internal_value=0 0.00472655 0.00354606 0.00413456 0.000245705 0.00675917 0.00249097 0.0072308 0.00829101 0.00372848 0.00403659 0.00475278 0.00113308 0.00547275 0.0063966 0.00834265 0.00824437 0.00595013 0.003823 0.00836631 0.000777297 0.00621983 0.00848793 0.00550248 0.00796033 0.00857196 0.00855578 0.0108151 0.00850172 0.00766598
internal_weight=0 773 489 415 74 284 54 263 2348 394 374 300 74 254 195 2328 2239 113 66 2126 46 114 2012 170 223 192 1978 89 1956 525
internal_count=3121 773 489 415 74 284 54 263 2348 394 374 300 74 254 195 2328 2239 113 66 2126 46 114 2012 170 223 192 1978 89 1956 525
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 14 2 0 4 47 1 2 1 0 13 3 4 160 1 51 150 1 1 50 4
split_gain=48.435 5.61223 5.26747 3.09484 2.83872 2.43263 1.8826 1.4506 1.18325 1.21783 0.846837 0.834657 0.741982 0.731834 0.707281 0.614236 0.56826 0.559222 0.450216 0.391992 0.392949 0.391415 0.528372 0.379547 0.368405 0.36756 0.352937 0.337487 0.263035 0.253897
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.13501500000000002 -0.23194499999999998 0.0052350000000000009 0.081320000000000017 0.16175000000000003 0.11411 0.10124500000000002 -0.14001499999999997 -1.0000000180025095e-35 0.12745000000000004 0.0067750000000000006 -0.011159999999999998 0.12000500000000001 -0.096089999999999981 0.084680000000000019 0.13075500000000004 0.12958500000000003 0.041865000000000006 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 12 8 10 -6 23 27 18 13 -1 -8 17 28 -2 21 -4 -11 -21 22 -9 -3 -14 -24 -5 -10 -7 -20
right_child=1 5 6 26 7 15 11 14 9 19 -12 -13 24 -15 -16 -17 -18 -19 29 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012944537847437323 0.00091186051764299196 0.00034722077380257104 0.00079515188817525265 0.00042380791179397523 0.0010265664213409461 -1.2932837369913576e-05 0.00099501206322452781 0.00042811682813015639 0.00087109974547290971 0.00024691640899054674 0.0013320609685811649 0.00065914471238072393 0.0010676283113751394 0.00085047100330079832 0.00082212236425539353 -0.00031960879484701111 0.00054718747114141774 0.00038477348858679367 0.0010745199862488525 0.00032361905421885302 0.00063176504244991376 0.00039218428997910595 0.0010097077649598028 5.9278114531156e-05 0.00086025665754633845 0.00065614102383005127 0.00013453753363018478 0.00051916930221897716 0.00022373059665893805 0.00096622804378632111
leaf_weight=22 92 24 24 50 31 65 634 20 22 94 46 36 44 171 35 21 20 71 1108 41 26 22 20 66 131 26 24 20 25 90
leaf_count=22 92 24 24 50 31 65 634 20 22 94 46 36 44 171 35 21 20 71 1108 41 26 22 20 66 131 26 24 20 25 90
internal_value=0 0.00035931 0.000983166 0.000641152 0.000783195 0.000229551 0.00102318 0.000632715 0.0003232 0.000406167 0.00107089 0.000951245 0.000955062 0.000964308 0.00056978 -1.765e-05 0.00084674 0.000514234 0.00106106 0.000328599 0.000443198 0.000618684 0.000694184 0.000136063 0.000912396 0.000809866 0.00032999 0.000703514 5.2807e-05 0.00106638
internal_weight=0 590 2531 186 422 404 2109 225 293 203 1268 841 197 805 194 111 112 159 1222 161 67 88 66 90 175 46 74 42 90 1198
internal_count=3121 590 2531 186 422 404 2109 225 293 203 1268 841 197 805 194 111 112 159 1222 161 67 88 66 90 175 46 74 42 90 1198
is_linear=0
shrinkage=0.00196078


Tree=5184
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 4 1 16 0 150 1447 15 4 13 133 2 10 484 16 13 2 133 133 43 156 133 4 13 49 159
split_gain=0.776702 0.179359 0.11217 0.0853839 0.0857561 0.0700289 0.0699004 0.143054 0.118122 0.104096 0.0745523 0.0686788 0.0673537 0.0664491 0.066099 0.0857919 0.0782701 0.0759934 0.0712211 0.0670626 0.0623049 0.0570501 0.0790674 0.161629 0.112695 0.0778105 0.0767067 0.0759688 0.058598 0.057846
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 0.40124500000000002 0.089885000000000007 -0.17966999999999997 0.08864000000000001 0.38525000000000004 -0.14226499999999997 0.084335000000000007 -0.082954999999999987 -0.13578499999999996 0.42642000000000008 -0.10278499999999999 0.089200000000000015 0.13754500000000003 0.09820000000000001 0.093095000000000025 -0.046599999999999996 -0.079299999999999995 0.12043500000000001 0.017095000000000003 -0.0077049999999999992 0.016310000000000002 0.083310000000000009 0.088035000000000016 -0.077999999999999986 0.016935000000000002 0.10347500000000003 0.091235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 5 4 13 -3 10 8 9 -8 -6 -12 20 -1 15 16 17 -7 -17 -16 -2 22 26 24 29 27 -13 -23 -27 -24
right_child=1 2 -4 -5 6 14 7 -9 -10 -11 11 21 -14 -15 19 18 -18 -19 -20 -21 -22 25 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.01210703735190951 0.0080813096381191687 0.007476293616041187 -0.0035705931646668396 0.0019763973605057055 0.012291956216924721 0.0045808955646684489 0.0094572957188850549 0.010364132785262208 -0.0017582925338501809 0.00069355021392845592 0.011481650580522414 0.012480878117494286 0.0034816901414990095 0.0085920384373262878 0.0038930733701608221 0.0030345746111124757 -0.0012426161916837806 0.011025372985750438 -0.0033389977166532643 -0.002897749674704039 0.0030768405634042776 0.013521405180411726 0.0033618961632087387 -0.0035717456252314151 0.011711422580161265 0.0083712736210566456 0.0070033946659986595 0.0067232899032533171 0.0053057638357997695 0.0088339883412700149
leaf_weight=56 175 42 23 22 36 215 33 39 32 23 44 30 57 1358 26 50 21 20 27 33 29 48 85 20 28 242 173 25 84 25
leaf_count=56 175 42 23 22 36 215 33 39 32 23 44 30 57 1358 26 50 21 20 27 33 29 48 85 20 28 242 173 25 84 25
internal_value=0 0.00442934 0.00323491 0.00817765 0.00823495 0.00359557 0.00750924 0.00532266 0.00308838 0.0058579 0.00783983 0.00764048 0.00652074 0.00873125 0.00317978 0.00372637 0.00460666 0.00512936 0.000799686 9.48164e-05 0.00736989 0.00741809 0.00650723 0.00482972 0.00604732 0.00824221 0.00781287 0.0111933 0.00758139 0.00460555
internal_weight=0 718 457 2403 2381 434 967 127 88 56 840 804 261 1414 392 333 256 235 77 59 204 760 361 158 138 399 203 73 326 110
internal_count=3121 718 457 2403 2381 434 967 127 88 56 840 804 261 1414 392 333 256 235 77 59 204 760 361 158 138 399 203 73 326 110
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 1 2 150 50 52 2 2 1 40 49 1 4 15 1 0 48 481 52
split_gain=56.3632 8.89298 4.81688 4.3632 3.16087 2.84227 2.24573 2.07068 1.95939 1.47511 1.41495 1.21017 0.947388 1.41702 0.769594 0.719587 0.67023 0.642493 0.597373 0.586865 0.49627 0.478657 0.453673 0.366306 0.327475 0.320165 0.425441 0.314537 0.305 0.27898
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14530500000000005 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.041865000000000006 -0.52606999999999993 -0.0091949999999999983 0.088850000000000012 0.13436000000000001 -0.077714999999999992 -0.054984999999999992 0.13075500000000004 0.053180000000000012 -0.41396999999999995 0.076935000000000017 -0.030209999999999997 0.087310000000000013 -0.00058999999999999992 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 7 6 20 12 -8 -10 -4 14 18 17 23 24 -2 -14 29 -11 -3 -18 -5 25 -7 26 -6 -26 -20 -1
right_child=1 5 10 22 11 15 8 -9 9 19 -12 -13 13 -15 -16 -17 21 -19 28 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0016052311929359781 0.0015894215000480869 0.00068486820964360233 0.0014038215880094241 0.00091983021900447358 0.0014689849481566112 0.0004808650543803678 0.0013609137566261043 0.0018806208943865494 0.0013204493692943028 0.00081733860713428135 0.00090748433926897258 0.0010627538001406198 0.0011748823630230506 0.00098382276264539375 0.0011120527348438508 0.00072319661691873783 0.0010380578965616494 0.0015163731868050388 0.0016447636536231227 0.00051085327592800974 0.00040266597828389527 0.0013715632962200616 0.00060085282696021442 0.0013443762488144326 8.03670485617753e-05 0.0015794011415912349 0.0012092655206344374 0.00040743897157702959 0.001500351248477903 0.0013818457868753696
leaf_weight=935 45 46 34 60 181 32 30 76 21 169 63 41 23 23 30 23 21 268 64 28 50 78 24 116 26 81 28 20 463 22
leaf_count=935 45 46 34 60 181 32 30 76 21 169 63 41 23 23 30 23 21 268 64 28 50 78 24 116 26 81 28 20 463 22
internal_value=0 0.00086895 0.00150966 0.00118384 0.00152733 0.000707613 0.000792524 0.0015636 0.000891093 0.000826438 0.00108146 0.00138482 0.0015502 0.00145235 0.00141511 0.000418411 0.00139101 0.00148938 0.0015709 0.000773777 0.000537888 0.00130082 0.000828694 0.0014375 0.000328539 0.00147475 0.00143419 0.000222572 0.00151789 0.0016001
internal_weight=0 673 2448 228 2351 445 344 1874 248 218 97 477 1798 314 436 101 144 291 1484 197 96 99 84 406 78 290 209 46 527 957
internal_count=3121 673 2448 228 2351 445 344 1874 248 218 97 477 1798 314 436 101 144 291 1484 197 96 99 84 406 78 290 209 46 527 957
is_linear=0
shrinkage=0.00196078


Tree=5186
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 2 9 0 0 3 391 2 40 16 51 11 52 42 39 3 14 481 3 3 1 49 52 2 1455 1456
split_gain=0.827397 0.185661 0.12304 0.0831252 0.085081 0.0799843 0.138007 0.0976476 0.100327 0.0745161 0.0674662 0.0658595 0.064024 0.0603601 0.0729361 0.0772587 0.0600042 0.0596838 0.0610504 0.0690595 0.0857297 0.0578411 0.0602425 0.11695 0.0805821 0.0908865 0.104823 0.0641411 0.0545145 0.0901798
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.089885000000000007 0.11682500000000001 -1.0000000180025095e-35 -0.14001499999999997 -0.07384499999999998 0.0022600000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077474999999999988 -0.097644999999999996 0.11144500000000002 0.078065000000000009 0.056145000000000007 -0.019989999999999997 0.096625000000000016 0.16158000000000003 -0.072219999999999993 -0.091784999999999992 -0.14186499999999996 -0.11171999999999999 0.088975000000000012 -0.061079999999999988 -0.061194999999999992 0.10855000000000002 -0.22060499999999997 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 13 6 12 9 -9 -8 -6 -10 -3 -1 15 28 -4 -7 19 20 -19 -12 27 -24 -25 -26 -27 -23 -15 -30
right_child=1 2 16 -5 10 17 7 8 11 -11 21 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=0.011048081974209078 0.0090410288953190233 0.0041520874923429429 -0.00066871094326748971 0.0024603884751823817 0.0021651116386055946 -0.0018100213924688953 0.00055667294921087367 0.011565839451879769 0.0034085739531207744 0.0065484455384898421 0.012354971791307132 0.0085543288486236227 -0.0023306576348841191 0.013841927034611052 0.0035596151724457746 0.014888333350179231 0.0045469027714261758 0.01016331713751697 0.00065703488083833708 -0.00038194953760301524 0.0041787791677971231 0.012405463487587191 0.001618052219911929 0.0082170661940756864 0.0095968874603776008 0.0060993483618778342 -0.0027594031183980406 0.0061166270980206527 0.0033100314193469441 0.0089551968962694965
leaf_weight=147 87 39 71 22 20 21 35 59 43 51 30 59 25 22 25 22 32 32 47 22 95 55 31 724 28 34 22 23 29 1169
leaf_count=147 87 39 71 22 20 21 35 59 43 51 30 59 25 22 25 22 32 32 47 22 95 55 31 724 28 34 22 23 29 1169
internal_value=0 0.00471037 0.00411328 0.00857907 0.0086356 0.00473003 0.00575813 0.00683042 0.00828359 0.00410993 0.00791275 0.00638504 0.00161977 0.00912994 0.0089074 0.00901504 0.000951674 0.00325658 0.00379943 0.00479065 0.00568669 0.00803414 0.00789278 0.00764565 0.00787691 0.00494505 0.00261912 0.0105511 0.00890913 0.00881854
internal_weight=0 718 631 2403 2381 528 311 247 161 86 967 102 64 1414 1267 1242 103 217 196 149 127 947 917 839 808 84 56 78 1220 1198
internal_count=3121 718 631 2403 2381 528 311 247 161 86 967 102 64 1414 1267 1242 103 217 196 149 127 947 917 839 808 84 56 78 1220 1198
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 2 1 16 2 49 1 2 15 47 2 12 4 15 52 475 150 4 15 1 4 4 3
split_gain=30.4212 4.86723 2.51362 2.42051 1.90789 1.39055 0.875471 0.77907 0.773952 0.641601 0.538067 0.529683 0.460886 0.457987 0.772366 0.337864 0.324222 0.304418 0.287744 0.4425 0.287236 0.271653 0.250238 0.259708 0.248314 0.241893 0.231316 0.227351 0.213167 0.186112
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.085505000000000012 0.14122000000000004 0.09253500000000002 -0.061854999999999993 0.14960000000000004 -0.054984999999999992 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.10648500000000001 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.024640000000000006 0.12418000000000001 -0.066784999999999983 1.0000000180025095e-35 -0.15289999999999995 -0.40580499999999992 0.13075500000000004 0.42642000000000008 -0.011884999999999998 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 16 6 13 11 22 -4 -9 15 -2 18 17 21 20 -15 19 -1 27 -6 -7 29 -20 -13 -5 -3 -26 -24
right_child=1 4 9 26 7 8 -8 10 -10 -11 -12 25 -14 14 -16 -17 -18 -19 24 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0013173775456977936 0.00064069951459875 0.00045306234905011206 0.00088184944675180458 0.00054039404392529822 0.0002129963053020594 0.0010376282153176325 0.0012213697770400928 0.0003366073651121592 0.0006381779663275441 0.00054570981033436169 0.00068280501891167559 0.00022524610776366051 0.00093698314407899901 0.00073839479119949098 0.00059223444171675429 0.00051388076256984969 0.00079144544607284023 0.00098361449221954513 0.00077748445221801211 0.001030131291468324 0.000738764920182366 0.00045024878412917038 0.00092599763797276274 0.00069929439497465318 0.0010147712664601303 -1.2540827184277362e-05 0.00031316079479367151 0.00066422477541065294 0.00089479609968292576 0.00073104596532442981
leaf_weight=21 24 107 34 61 96 60 76 45 41 61 28 29 127 21 23 24 20 266 24 1136 21 23 321 23 227 38 24 24 76 20
leaf_count=21 24 107 34 61 96 60 76 45 41 61 28 29 127 21 23 24 20 266 24 1136 21 23 321 23 227 38 24 24 76 20
internal_value=0 0.000512407 0.000978662 0.000740905 0.00039389 0.000991382 0.00101524 0.000294904 0.000895426 0.000666012 0.000469396 0.000234248 0.000889892 0.00100651 0.000937965 0.000301654 0.000556756 0.000965672 0.00102083 0.00103534 0.000525876 0.000258852 0.000920301 0.000900961 0.000969472 9.03819e-05 0.000476234 0.000491749 0.000984678 0.000914564
internal_weight=0 691 2430 236 455 2335 1870 283 465 95 73 210 151 1794 310 143 172 287 1484 1157 152 119 424 364 327 67 85 131 303 341
internal_count=3121 691 2430 236 455 2335 1870 283 465 95 73 210 151 1794 310 143 172 287 1484 1157 152 119 424 364 327 67 85 131 303 341
is_linear=0
shrinkage=0.00196078


Tree=5188
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 4 14 2 2 1 4 1 52 1 1 2 50 0 4 47 0 151 16 12 48 0 4 402
split_gain=33.1598 5.34455 3.41508 2.55105 1.68031 1.66725 1.00017 0.991146 0.937051 0.928318 0.7805 0.74781 0.687305 0.55126 0.425675 0.405058 0.372836 0.518664 0.245724 0.217395 0.240444 0.215396 0.232846 0.214749 0.214249 0.20719 0.225979 0.20555 0.194916 0.177894
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.27834500000000006 0.42051500000000003 0.062655000000000016 0.14285500000000004 0.089775000000000008 0.09253500000000002 0.40473500000000007 0.15964000000000003 -0.56176499999999996 0.091195000000000012 0.089770000000000016 0.097845000000000015 0.086295000000000011 0.18019500000000002 0.042705000000000007 0.078345000000000012 -0.12333499999999999 -0.014594999999999999 0.11346000000000002 0.095110000000000014 0.09111000000000001 -0.23091999999999999 -0.0070899999999999991 0.085720000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 8 9 10 23 15 -5 28 -9 -12 29 19 -18 -11 20 25 27 -23 -4 -6 26 -16 -3 -7 -1
right_child=1 2 7 11 24 12 -8 13 -10 18 14 -13 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001276973106357666 0.0012298653369348486 0.00084624790406527637 0.00062331758115602572 0.0011441595259422249 0.00075535065245844123 0.0012686463044710196 0.00083048615783931103 0.0004661826868542319 0.0014538064237290961 0.00034801958467946996 0.0013868883163810483 0.00078126284273174259 0.00077101728259800807 0.00016419259106212667 0.0012840259847504687 0.0011949952142603949 0.00080720153362815762 0.0011767312305449853 0.00062046916639505356 0.00099715299173897378 0.0011451566041009893 0.00069612743077324883 0.00099174558566787556 0.00085019970549076872 0.0010182636784997216 0.0011832272688769008 0.0011357874371356949 0.00066447134661060212 0.0010512159666800581 0.0013447987387817048
leaf_weight=929 76 28 23 34 26 23 22 117 84 35 43 61 31 29 249 216 23 40 20 20 194 20 21 53 22 243 47 164 51 177
leaf_count=929 76 28 23 34 26 23 22 117 84 35 43 61 31 29 249 216 23 40 20 20 194 20 21 53 22 243 47 164 51 177
internal_value=0 0.000739322 0.000678702 0.00122611 0.00123893 0.000810976 0.00124655 0.000517299 0.00125059 0.000641122 0.00124276 0.000911142 0.00101612 0.000406198 0.00119674 0.00127266 0.00118672 0.00104182 0.000447092 0.00119885 0.00120435 0.00071853 0.000847542 0.000781538 0.000875852 0.00122566 0.00126049 0.00069098 0.0011188 0.00128783
internal_weight=0 691 615 2430 2335 338 2287 277 2265 131 2181 95 105 146 859 1322 816 63 55 753 733 233 41 76 48 539 296 192 74 1106
internal_count=3121 691 615 2430 2335 338 2287 277 2265 131 2181 95 105 146 859 1322 816 63 55 753 733 233 41 76 48 539 296 192 74 1106
is_linear=0
shrinkage=0.00196078


Tree=5189
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 3 1 0 4 132 1 0 49 15 457 158 0 3 3 39 3 3 4 15 16 52
split_gain=23.1223 2.99767 2.51562 1.46156 1.2909 1.12898 0.813388 0.721084 0.945885 0.693293 0.575517 0.534548 0.413041 0.374337 0.444013 0.355302 0.342728 0.334207 0.330622 0.32064 0.306996 0.301541 0.314608 0.2694 0.254 0.382034 0.253739 0.248799 0.396151 0.458435
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.11658 0.09253500000000002 0.14486500000000005 0.033845000000000007 0.088890000000000011 0.15799000000000005 -0.11173999999999999 -0.012034999999999999 -0.097454999999999986 0.080930000000000016 0.085030000000000008 -0.07929499999999999 -0.23446499999999998 -0.10831999999999999 0.096625000000000016 0.20828500000000003 -0.017889999999999996 -0.020529999999999996 0.024640000000000006 0.083160000000000026 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 12 -3 -9 11 -4 18 15 14 -7 17 -2 -1 21 -14 -17 -5 -23 24 25 -10 -19 28 29 -22
right_child=1 5 10 9 -6 13 -8 8 23 -11 -12 -13 19 -15 -16 20 -18 26 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010575316115921619 0.0006248890895250381 0.00033513089905701948 0.00087364079621905137 0.0010543195612775455 0.00052378397453704643 0.00026463804153954598 0.0011847037360022807 0.00080813166314090776 0.00034219165309373815 0.00060117871696207701 0.00056734886414105577 0.00061468618032051918 0.00084455092050856988 0.00045960443727560945 -7.6525075333740782e-05 0.0010113346704604051 0.00090809637920427611 0.00094551832304726571 0.00065817213233779453 0.0010600055762153258 0.00061276376283928458 0.00068367724091398943 0.00091186651350045776 0.00031457339149265352 0.00039018162687993243 0.00063475653189227414 0.00067138896850630584 0.00098462527564220788 0.00096297030265973349 0.00097119250515029655
leaf_weight=23 20 90 34 53 74 55 77 42 22 35 77 26 136 23 20 1163 92 21 20 33 34 25 328 31 43 78 34 291 98 23
leaf_count=23 20 90 34 53 74 55 77 42 22 35 77 26 136 23 20 1163 92 21 20 33 34 25 328 31 43 78 34 291 98 23
internal_value=0 0.000518763 0.000949805 0.000963045 0.000724745 0.00042393 0.000987231 0.000482589 0.000544029 0.000867042 0.000661168 0.000887629 0.000979039 0.00024077 0.000173661 0.000988297 0.000857524 0.000859056 0.000904288 0.000886622 0.000994562 0.000916412 0.000895706 0.000480281 0.000516203 0.000570392 0.000776057 0.000950826 0.000887371 0.000757393
internal_weight=0 590 2531 2420 186 404 1933 306 216 487 111 452 1856 98 75 1687 112 78 426 169 1609 406 353 174 143 100 55 446 155 57
internal_count=3121 590 2531 2420 186 404 1933 306 216 487 111 452 1856 98 75 1687 112 78 426 169 1609 406 353 174 143 100 55 446 155 57
is_linear=0
shrinkage=0.00196078


Tree=5190
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 12 16 42 11 4 11 15 11 1209 12 133 151 160 0 160 2 2 0 159 156 15 52 3 51 12
split_gain=1.09929 0.238292 0.14528 0.104456 0.100805 0.0924975 0.0883822 0.0739723 0.0720103 0.0658069 0.0656167 0.0625824 0.154721 0.0778132 0.0721237 0.0718565 0.125811 0.0840114 0.0809199 0.0953073 0.073097 0.127844 0.171232 0.111928 0.0882665 0.0791129 0.0732913 0.158613 0.0797428 0.0870088
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 -0.076779999999999987 0.13404500000000005 0.088105000000000003 0.13751500000000003 -0.0060199999999999993 0.095720000000000013 -0.011559999999999999 0.093970000000000012 0.040760000000000005 0.075910000000000019 0.091045000000000001 0.078300000000000008 0.047850000000000011 0.032230000000000009 0.11205000000000002 -0.04917499999999999 0.060610000000000004 0.085730000000000015 0.079055000000000014 -0.10224499999999999 0.086495000000000016 0.085835000000000009 -0.10469999999999999 -0.40967499999999996 -0.14847999999999997 -0.088494999999999976 0.092995000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 8 -3 -6 -1 11 -7 -11 13 14 15 -13 16 20 18 19 -17 21 22 -5 25 -25 -22 -27 -28 -29 -30
right_child=1 2 -4 4 6 9 -8 -9 -10 10 -12 12 -14 -15 -16 17 -18 -19 -20 -21 23 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.010196249285572542 0.010519395950089756 0.0049235768586834254 0.0023333277041092514 0.0012350691040046513 0.001886017770609922 0.012148301141957443 0.010424626449292358 0.0045442716788353498 0.0043305094313109294 0.0081803201579948859 0.0022434915852500128 0.014986425686023526 0.016519181413496745 0.0039593790573152626 0.010489521346559389 0.010289120540746759 0.003518681460991502 0.0068344592968834208 0.016926699161801177 0.014253715625071058 0.010927076125836434 0.016149335486314646 0.011135793743196174 0.0098602637684402569 0.016996297526818055 0.010122218421565778 -0.0019870329653799887 0.0022405988985189688 0.0098104918278598546 0.0044660087016051295
leaf_weight=39 87 334 160 20 27 30 22 57 20 83 24 37 47 22 989 358 36 47 24 73 73 41 138 52 26 64 21 27 99 44
leaf_count=39 87 334 160 20 27 30 22 57 20 83 24 37 47 22 989 358 36 47 24 73 73 41 138 52 26 64 21 27 99 44
internal_value=0 0.00561317 0.00493671 0.0100724 0.0102069 0.00582109 0.00571968 0.00684039 0.0103043 0.00800919 0.0068487 0.0103577 0.0109087 0.00985019 0.0106517 0.00996358 0.00926191 0.0108595 0.0112753 0.0109606 0.00960365 0.0111737 0.00988254 0.00883411 0.0122389 0.00802442 0.00719346 0.0062121 0.00722494 0.00816604
internal_weight=0 718 631 2403 2307 471 49 96 2258 137 107 2238 1073 1165 1026 1143 641 502 455 431 605 199 158 406 78 328 255 191 170 143
internal_count=3121 718 631 2403 2307 471 49 96 2258 137 107 2238 1073 1165 1026 1143 641 502 455 431 605 199 158 406 78 328 255 191 170 143
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 0 2 43 2 16 15 45 124 10 39 47 16 475 14 11 4 4 3 52 12 1 43 400 1212
split_gain=0.892313 0.206423 0.136406 0.111427 0.0961765 0.175032 0.0831948 0.0786511 0.072255 0.0773215 0.0715895 0.0694276 0.0683868 0.0843696 0.0681687 0.0610125 0.0640962 0.0559366 0.0831335 0.0791964 0.142933 0.116135 0.0918039 0.0853077 0.0657254 0.0683524 0.062526 0.0597089 0.0794399 0.0707494
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 0.024095000000000002 0.13404500000000005 -0.0065949999999999993 0.14838000000000004 0.13751500000000003 -0.14712999999999996 0.081955000000000014 -0.076779999999999987 -0.0087699999999999983 0.08456000000000001 0.094825000000000007 0.19444000000000003 -0.008964999999999999 0.062655000000000016 0.080150000000000013 -0.42529999999999996 -0.14098499999999997 0.090900000000000009 0.092650000000000024 0.10227500000000002 0.082005000000000008 0.0061450000000000003 -0.0064499999999999991 -0.017094999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 14 11 12 -6 -10 -9 -7 13 -1 -5 16 -13 19 -19 20 21 -15 -23 27 25 -20 -21 29 -29 -24
right_child=1 2 -4 4 8 6 -8 10 9 -11 -12 15 -14 17 -16 -17 -18 18 24 26 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0059321810957044365 0.009386286066879336 0.011353740669853453 0.0014227904116674123 0.0052858280443719464 0.002140843735763892 0.014762380623724312 0.0026932999639856549 0.0016974160068288998 0.0060128378241414114 -0.00062552607152611018 0.0093821639110418884 0.012540621351217852 0.014745223206806591 0.015693713692498619 -0.0011000558763043955 0.0040159929431974892 0.0070096770063338976 0.010253705262427325 0.0082574651090292564 0.010481826974345106 0.0014832296055670748 0.0036334016218420731 0.012078538000000626 0.004779278792631932 0.0012053408482461236 0.0026297233228643356 0.016475006606843739 0.012497792175660532 0.0076794394729642265 0.0095686407601156265
leaf_weight=79 102 28 115 35 147 20 22 27 143 20 22 40 22 29 32 25 44 97 127 49 23 28 123 39 20 26 27 39 279 1292
leaf_count=79 102 28 115 35 147 20 22 27 143 20 22 40 22 29 32 25 44 97 127 49 23 28 123 39 20 26 27 39 279 1292
internal_value=0 0.00519497 0.00455784 0.00520627 0.00488027 0.00648969 0.00837716 0.00911209 0.00374848 0.00519831 0.00514771 0.0093465 0.00919658 0.00914297 0.00223585 0.00835276 0.00964346 0.00925837 0.00791032 0.00944716 0.00931732 0.00941584 0.00931469 0.00940447 0.0065964 0.00730112 0.012611 0.00950855 0.00827037 0.00978682
internal_weight=0 773 671 556 528 218 151 2348 310 163 49 129 2299 2277 67 109 84 2198 270 1928 1852 1829 1800 1772 173 153 76 1733 318 1415
internal_count=3121 773 671 556 528 218 151 2348 310 163 49 129 2299 2277 67 109 84 2198 270 1928 1852 1829 1800 1772 173 153 76 1733 318 1415
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 13 45 4 1 1 2 2 0 2 16 51 3 4 47 48 16 52 48 14 4 1 16 3 1 16
split_gain=0.722774 0.17686 0.132442 0.088878 0.0715929 0.0560898 0.0559395 0.058034 0.0701134 0.116114 0.0623633 0.0562644 0.0542514 0.108081 0.0910405 0.0515304 0.0496636 0.0702958 0.0488609 0.0989591 0.0632497 0.187885 0.0883994 0.0558734 0.0994413 0.0476064 0.0819347 0.0470564 0.0470338 0.0457547
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 -0.14819499999999997 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.13913500000000004 0.090175000000000019 -0.10474999999999998 0.25063000000000007 -0.43320999999999993 -0.047599999999999996 0.090900000000000009 -0.062539999999999984 0.080455000000000013 0.11280000000000003 -0.29154999999999992 -1.0000000180025095e-35 0.10142000000000002 -0.46413499999999996 1.0000000180025095e-35 0.11551000000000002 -0.53943499999999989 0.10732000000000001 0.10638500000000002 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 15 3 18 6 -5 7 10 11 -10 16 -9 14 -14 -4 28 -1 -18 20 -20 25 22 23 -22 27 26 -3 -25 -2 -13
right_child=1 2 12 5 -6 -7 -8 8 9 -11 -12 29 13 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0085755321232110684 0.010108295894072701 0.0041127921047585982 0.00049561097160524998 0.0022259644543131192 0.0022433994361199436 0.0074166631378725784 0.013270700943592768 0.011883154300241066 -0.0019211131317371675 0.0073002024902962155 0.002847785007907078 0.009332283683913525 0.0020323738668787668 -0.0056154750611471099 0.0096309145714621996 0.012272278412274318 0.0082916277564234198 0.0027522523706364965 0.010716079718743762 0.0032677855940578 0.0074056123383343221 -0.0052713948385124769 0.0098458363790996373 0.0020110729974923565 -0.0039019031430749841 0.0034073416592978072 0.012557524745352567 0.0074994206162435672 0.0037070101952518929 0.0062252886977081229
leaf_weight=1872 24 27 24 24 20 157 22 28 22 36 20 67 94 23 20 32 63 36 30 44 21 28 20 61 24 57 20 21 22 162
leaf_count=1872 24 27 24 24 20 157 22 28 22 36 20 67 94 23 20 32 63 36 30 44 21 28 20 61 24 57 20 21 22 162
internal_value=0 0.00467547 0.00416874 0.00492673 0.00820088 0.00672839 0.00825206 0.00820418 0.00694296 0.00380246 0.00840372 0.0076517 0.00165466 0.000528951 0.00464802 0.00919059 0.0084601 0.00627731 0.00400292 0.00628736 0.00339702 0.0022363 0.00366634 0.00269319 0.0017596 0.00535014 0.0077063 0.00341663 0.00704681 0.00713432
internal_weight=0 773 695 534 2348 181 2328 2306 315 58 1991 257 161 117 44 78 1971 99 353 74 279 175 147 127 106 104 47 82 46 229
internal_count=3121 773 695 534 2348 181 2328 2306 315 58 1991 257 161 117 44 78 1971 99 353 74 279 175 147 127 106 104 47 82 46 229
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=31
num_cat=0
split_feature=1 155 3 148 51 47 47 48 12 12 160 4 12 2 12 40 133 3 48 52 4 3 1373 1373 159 13 1455 0 52 1429
split_gain=0.585447 0.14634 0.109619 0.0832026 0.0785701 0.107163 0.100085 0.0920646 0.0875958 0.104466 0.0742924 0.066185 0.0656259 0.0738358 0.0649359 0.0593479 0.054697 0.0494614 0.0490124 0.0897509 0.0625793 0.0583781 0.0424025 0.0787002 0.045949 0.0979064 0.116901 0.0825529 0.0756479 0.0604592
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 -0.10069499999999999 0.10532000000000001 0.078345000000000012 0.11370000000000001 -0.081134999999999999 0.11734000000000001 0.10832500000000002 -0.076689999999999994 0.40945500000000007 -0.42850999999999995 0.15950500000000004 -0.040564999999999997 0.051255000000000002 -1.0000000180025095e-35 0.10732000000000001 0.093265000000000015 0.13140000000000004 -0.52556499999999995 -0.0087149999999999988 0.086880000000000013 0.075690000000000021 -0.016814999999999997 -0.085384999999999975 -0.088874999999999982 -0.086409999999999987 0.23074000000000003 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 5 7 -6 -5 9 10 -9 14 -4 -14 -7 17 -12 18 20 21 -1 -20 23 24 25 27 -27 -22 29 -26
right_child=1 -3 12 4 6 11 -8 8 -10 -11 16 -13 13 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.012409295203785102 -0.0020404883567243814 0.0087112159087237989 0.0042905617254187485 0.009335398813709617 0.010250028824714033 0.012013486228883267 0.0030596119424444626 0.0053888997037170663 0.0080711167562624499 -0.0046661597024649382 -0.0030044182669371369 0.0012847039918415248 0.0012401180673370382 -0.005803529670282098 0.0061916861793511867 0.0019566612038761379 0.0023578535231455039 0.0039412887347862122 0.0077100716422739109 0.0012025271020265241 0.0098081330132163778 0.0019153880327939987 0.003698618630213397 0.013706946532641137 0.0076279735263665577 0.0014525142880821868 0.0083218429066906803 0.017000223849900069 0.0039668434474151582 0.005077584503592472
leaf_weight=27 20 66 35 23 49 25 32 81 29 20 21 20 46 22 82 20 202 40 133 33 79 20 28 21 1521 28 215 20 64 99
leaf_count=27 20 66 35 23 49 25 32 81 29 20 21 20 46 22 82 20 202 40 133 33 79 20 28 21 1521 28 215 20 64 99
internal_value=0 0.00420792 0.00378753 0.00430173 0.00451893 0.00405347 0.00740937 0.00320518 0.00280576 0.00233448 0.00279505 0.00656496 0.000772208 -0.00103871 0.00755192 0.00738079 0.00185289 0.00742739 0.00748833 0.00593242 0.00762601 0.0069526 0.00756377 0.00761664 0.00755351 0.00861027 0.00753032 0.0112611 0.0073389 0.00747212
internal_weight=0 773 707 604 584 503 81 376 353 324 304 127 103 68 107 2348 223 2328 2288 186 2102 153 2075 2047 2026 342 243 99 1684 1620
internal_count=3121 773 707 604 584 503 81 376 353 324 304 127 103 68 107 2348 223 2328 2288 186 2102 153 2075 2047 2026 342 243 99 1684 1620
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 4 2 1 4 14 0 0 15 52 16 49 1 1 52 11 16 48 1447 3 160 40 1
split_gain=39.9835 6.22234 3.64925 3.05146 2.28166 2.02935 1.46251 1.26102 1.11121 1.31596 1.04044 0.982733 0.824358 0.691178 0.687276 0.585085 0.548795 0.542874 0.461 0.410323 0.39165 0.354937 0.324287 0.300872 0.292162 0.301738 0.277799 0.506025 0.275407 0.253019
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 0.13913500000000004 -0.17966999999999997 1.0000000180025095e-35 0.09253500000000002 0.40124500000000002 0.062655000000000016 -0.11173999999999999 -0.07929499999999999 -0.10469999999999999 -0.52606999999999993 -0.44310499999999992 -0.054984999999999992 0.16175000000000003 0.11669000000000002 -0.56176499999999996 1.0000000180025095e-35 -0.039889999999999988 0.093265000000000015 -0.054404999999999988 -0.097174999999999984 -0.081069999999999989 -0.077714999999999992 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 28 12 -8 -10 -4 17 13 15 -15 -1 -2 -7 -18 -6 -11 -16 -14 -17 25 -23 27 -27 -3 -5
right_child=1 4 10 29 19 11 8 -9 9 20 -12 -13 22 14 21 23 18 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012134503792313968 0.0011425542840933724 0.00037034033869688671 0.00096835421232856819 0.00055418695740133911 0.00019663816632414826 0.0010962723004776713 0.00098857666201451256 0.00060790414903678144 0.00088655538905679787 0.00051714248853508657 0.0005450434259632054 0.00057306358849084629 0.0011029949014766645 0.0011310585940382527 0.0012224894222834955 0.00072159700127493625 0.0006193906810120736 0.00091117016114957024 0.00094668692049966984 -0.0001077467566103884 0.00033331506766643419 0.0012370387347889881 0.0013795299494654691 0.0009971522411295012 0.00088623675771734925 0.00067008841490628674 0.0010628112956737751 0.0010163500782729173 0.00015763921155502984 0.00031597420373121946
leaf_weight=20 43 44 34 60 90 85 20 20 30 112 65 27 23 1178 44 39 21 215 78 21 74 32 56 25 44 20 441 86 50 24
leaf_count=20 43 44 34 60 90 85 20 20 30 112 65 27 23 1178 44 39 21 215 78 21 74 32 56 25 44 20 441 86 50 24
internal_value=0 0.000517809 0.00105921 0.000782359 0.000382234 0.00107471 0.000464032 0.00109782 0.000546413 0.000505472 0.000690423 0.000931368 0.0011027 0.00109466 0.00110258 0.000920715 0.000957596 0.000963616 0.00087726 0.000139052 0.000444007 0.00105229 0.00129902 0.000829236 0.00104027 0.00105197 0.00104115 0.000951018 0.000257201 0.000486126
internal_weight=0 667 2454 226 441 2355 330 2028 236 216 99 327 2008 1929 1845 84 142 300 99 111 186 667 79 64 623 579 547 106 94 84
internal_count=3121 667 2454 226 441 2355 330 2028 236 216 99 327 2008 1929 1845 84 142 300 99 111 186 667 79 64 623 579 547 106 94 84
is_linear=0
shrinkage=0.00196078


Tree=5195
num_leaves=31
num_cat=0
split_feature=1 52 1456 2 132 15 48 160 4 0 43 160 4 13 11 2 157 12 484 9 1 15 52 151 0 43 150 157 16 1453
split_gain=0.617907 0.14737 0.114015 0.0892483 0.104856 0.121242 0.147443 0.0706454 0.0705193 0.0643073 0.0822108 0.183456 0.072221 0.0851393 0.06653 0.0681993 0.0634117 0.0697169 0.0772867 0.064946 0.0729087 0.07268 0.0605915 0.0575835 0.0586041 0.0551601 0.054021 0.0506353 0.0504565 0.098144
threshold=0.102705 -0.40967499999999996 -0.049894999999999995 0.14753000000000002 0.08764000000000001 -0.41942499999999994 0.085790000000000019 -0.26568499999999995 0.40124500000000002 -0.074479999999999977 -0.084004999999999982 -0.080719999999999986 -0.42529999999999996 0.054800000000000008 0.075910000000000019 0.10803500000000001 -0.080799999999999983 0.11903500000000002 -0.077774999999999983 0.099965000000000012 0.10658000000000002 -0.24436499999999997 0.039215000000000007 0.009020000000000002 -0.11242999999999999 -0.095589999999999994 0.083770000000000011 -0.24909499999999998 0.0047850000000000011 -0.044999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 7 5 -5 -7 -4 9 14 11 -11 -12 -14 15 23 -9 18 -18 20 26 -22 -17 27 -25 -13 -20 -1 -29 -30
right_child=1 2 3 4 -6 6 -8 16 -10 10 12 25 13 -15 -16 22 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0036811550447185129 0.0078489595583263547 0.0099734593700203638 0.0095740720540994709 0.0046395563565266246 0.0060574237140826881 -0.01001571365790865 0.00043157988294426883 -0.0017250249384059794 0.0018186282239515674 -0.0029640555399021618 0.0096259241422391225 0.0074581856317593748 0.0070248574742667359 0.0012581971133061285 0.010692769922254805 0.00054565682448446751 0.0087552581499848094 0.0085556183118994031 -0.0029168336361180994 -0.0016051439066918996 0.0023196776686015327 0.0053156440398500621 0.0079302578722126784 0.00055976010681617827 0.0068365175409388608 0.0018262592969800939 0.0037049670280380684 0.0081809235591392051 -2.1936543773682343e-06 0.007244076747926609
leaf_weight=28 94 27 21 26 28 22 35 21 22 27 98 83 299 28 76 25 27 30 28 26 137 198 20 21 51 22 22 1388 21 170
leaf_count=28 94 27 21 26 28 22 35 21 22 27 98 83 299 28 76 25 27 30 28 26 137 198 20 21 51 22 22 1388 21 170
internal_value=0 0.00414875 0.00361199 0.0033354 0.000765729 -0.00101942 -0.00360071 0.00389468 0.00745403 0.00750663 0.00656765 0.00438771 0.00724471 0.00653108 0.0077972 0.00766955 0.00365078 0.003892 0.00357258 0.00323211 0.00355878 0.00409043 0.0038277 0.00777252 0.0050058 0.00627816 -3.24134e-06 0.00789648 0.00797123 0.00644737
internal_weight=0 742 648 621 111 83 57 510 2379 2357 557 132 425 327 1800 1724 489 468 438 411 385 335 45 1679 72 105 50 1607 1579 191
internal_count=3121 742 648 621 111 83 57 510 2379 2357 557 132 425 327 1800 1724 489 468 438 411 385 335 45 1679 72 105 50 1607 1579 191
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=31
num_cat=0
split_feature=1 52 1 16 148 9 123 44 123 51 42 3 13 12 12 43 4 133 42 12 130 39 3 156 149 1443 41 13 16 128
split_gain=0.504614 0.0964422 0.106722 0.119397 0.082024 0.0770602 0.0732112 0.0676329 0.065071 0.0710933 0.0635889 0.0631824 0.0878954 0.0576936 0.126484 0.0897889 0.0525931 0.0499847 0.0491854 0.0564142 0.0497036 0.0488855 0.0480491 0.0475568 0.0468173 0.0719848 0.0627753 0.0781364 0.0716874 0.0724183
threshold=0.10920500000000001 -0.23798499999999997 0.15471500000000002 -0.11118499999999999 -0.043434999999999994 -1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 0.11679000000000002 0.14122000000000004 0.090545000000000014 0.10893000000000001 -0.28558999999999996 0.11734000000000001 0.10711000000000002 0.084740000000000024 0.042705000000000007 -0.030254999999999994 -0.12099999999999998 0.13597000000000004 0.098975000000000021 0.085815000000000016 -0.0063699999999999989 0.10499000000000001 0.079000000000000015 0.090755000000000016 0.07677500000000001 -0.14179999999999995 -0.097644999999999996 0.11170500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 4 -4 -3 -1 7 11 9 13 -2 16 -13 14 15 23 18 -8 20 21 -7 24 -19 -6 25 26 27 -20 -29 -30
right_child=1 2 3 -5 8 6 17 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0015536018158309162 0.0099832444409416483 -0.00087659033556836987 0.0029921970069408418 -0.0071087899448519405 0.0028521866182239161 0.0080136138926181627 0.0079738770700281576 0.011392362608063606 -0.0015690338469787756 0.0090717733479463141 0.0035647891469877853 0.0088491737543517964 0.00069534073558409149 0.0081883583629790407 -0.0038563807130507798 0.0086778899316200028 0.005603489795192553 0.0045803897971238355 0.00080511996167756264 0.0016943662338668392 0.013567010122351349 0.0019878726080060009 -0.0010644436795264483 0.007919051370117813 0.011346487021849802 0.0014601716461280982 0.01026919095311314 0.009488002407194402 0.0068580976453016564 0.0010823055212809281
leaf_weight=30 33 43 25 22 251 83 21 31 22 26 29 20 39 26 23 34 331 38 21 21 20 20 25 20 24 24 56 104 1637 22
leaf_count=30 33 43 25 22 251 83 21 31 22 26 29 20 39 26 23 34 331 38 21 21 20 20 25 20 24 24 56 104 1637 22
internal_value=0 0.0032643 0.00279592 -0.00173592 0.00327457 0.00659211 0.00665169 0.0067511 0.0037186 0.00402472 0.00698106 0.00669169 0.00345935 0.00365404 0.00329461 0.00383386 0.0067724 0.00374875 0.00696281 0.00684912 0.00909194 0.00690585 0.00234038 0.00322612 0.00695795 0.00690145 0.00697242 0.00686893 0.00694116 0.0067815
internal_weight=0 554 492 47 445 2567 2537 2453 402 380 62 2422 59 354 328 305 2363 84 2032 1929 103 1908 63 271 1888 1864 1840 1784 1763 1659
internal_count=3121 554 492 47 445 2567 2537 2453 402 380 62 2422 59 354 328 305 2363 84 2032 1929 103 1908 63 271 1888 1864 1840 1784 1763 1659
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=31
num_cat=0
split_feature=1 1 16 10 34 2 10 13 40 457 16 132 3 47 16 133 0 0 1208 1210 132 3 16 147 11 483 16 43 2 41
split_gain=0.420602 0.104279 0.0808667 0.0675768 0.0750139 0.0692206 0.0771045 0.0661038 0.123583 0.0657766 0.0589004 0.0572707 0.059355 0.056167 0.0533249 0.0526805 0.0623888 0.0512532 0.06748 0.149724 0.0849788 0.102452 0.0785948 0.0619551 0.0598834 0.0624613 0.0616451 0.0869588 0.0713756 0.06124
threshold=0.11829500000000003 0.094385000000000011 0.5136400000000001 -1.0000000180025095e-35 -0.028109999999999996 0.11870500000000002 0.094860000000000014 -0.39067499999999994 -0.077714999999999992 0.079590000000000008 -0.0094449999999999968 0.078465000000000021 -0.14186499999999996 0.12033500000000001 -0.39185999999999993 -1.0000000180025095e-35 -0.036484999999999997 -0.07403499999999999 0.099975000000000008 -0.065959999999999977 0.082150000000000015 -0.15713499999999997 0.064860000000000015 0.089365000000000014 0.075910000000000019 -0.095084999999999989 0.0047850000000000011 -0.083684999999999996 0.083795000000000022 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 9 7 -5 6 13 -2 -9 11 -11 12 14 -6 -3 -7 -17 23 19 -19 21 -21 -22 24 25 -1 -27 -28 -29 -26
right_child=3 2 -4 4 5 15 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 20 22 -23 -24 -25 29 26 27 28 -30 -31
leaf_value=0.0094055244344417588 0.0043417703190987761 0.0050533822318539028 0.0074396485465460993 -0.0029667229286860675 0.0093774401220596496 -0.0020660624266602102 0.00090398816391825678 0.001321352397606365 -0.0082374679456864077 0.0031417093037263209 -0.0028004434742880139 0.00099067320261383442 0.0046202059611855284 0.0033870744417072276 0.01235576889012009 0.0020709788768492159 0.0080897641973569998 -0.0029735315996019737 0.0096359247894724845 0.011688867304474116 -0.0021898953037129509 0.0053847007269147221 0.0054402018742014972 0.0017269334073976746 0.011827417161236177 0.0064365745924219037 0.007334627764701885 -0.0022895616560202579 0.0040227000134131861 0.0059374745546994104
leaf_weight=64 22 20 87 20 45 25 26 38 21 69 22 38 322 24 20 124 20 23 32 28 27 325 27 28 41 1385 63 23 81 31
leaf_count=64 22 20 87 20 45 25 26 38 21 69 22 38 322 24 20 124 20 23 32 28 27 325 27 28 41 1385 63 23 81 31
internal_value=0 0.00582373 0.00462968 0.00221132 0.00293799 0.00338532 0.00554503 -0.0003365 -0.00208094 0.00413178 0.00170514 0.00468384 0.00507152 0.00729383 0.00870458 0.00217127 0.00290692 0.00614061 0.0052057 0.00487601 0.00531959 0.00588475 0.00162515 0.00639231 0.0064697 0.00634398 0.00621773 0.00440276 0.00262672 0.00929147
internal_weight=0 2756 578 365 284 264 95 81 59 491 91 400 362 69 40 169 144 2178 462 430 407 353 54 1716 1688 1616 1552 167 104 72
internal_count=3121 2756 578 365 284 264 95 81 59 491 91 400 362 69 40 169 144 2178 462 430 407 353 54 1716 1688 1616 1552 167 104 72
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 14 0 0 2 4 0 12 13 4 12 4 15 2 52 2 2 16 12 40 0 12
split_gain=13.2549 1.68285 1.37955 1.29292 0.816205 0.616951 0.556629 0.462297 0.445145 0.298923 0.292727 0.273248 0.410671 0.271577 0.258642 0.206061 0.205515 0.316266 0.19477 0.187511 0.365076 0.169623 0.15981 0.180606 0.156671 0.145611 0.138808 0.164501 0.13312 0.118097
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.091545000000000015 -0.17966999999999997 0.13082500000000002 0.076175000000000007 -0.23194499999999998 -0.067094999999999988 0.092235000000000025 -0.0096849999999999974 -0.13027499999999997 0.13597000000000004 -1.0000000180025095e-35 0.024790000000000003 0.093965000000000007 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 1.0000000180025095e-35 0.10381000000000001 0.25063000000000007 -0.078464999999999993 -0.10022999999999999 -0.064864999999999992 -0.036484999999999997 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 18 9 -6 24 14 -1 12 29 15 -4 25 26 -18 -5 21 -21 -12 23 -14 28 -8 -2 -28 -3 -9
right_child=1 8 6 5 7 -7 13 11 -10 -11 19 -13 22 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0008902302745616797 0.00044436264064869069 0.00015022736468437993 0.00055099906026374532 0.00080931670355056625 0.00072654950786511547 0.00035727590409742594 0.0007532702170393006 0.0005010276338925549 0.00044307055245546928 0.00088882462136631623 0.0007860463593003437 0.00030613882462723722 0.0005085835770732548 0.00061488169598953462 0.00073241620441831751 0.00052439441462098129 0.00061571038620290798 0.00035624777673804451 0.00060928976676730823 0.00066617274766459184 0.00040074190190474493 0.00057356482061247027 0.00057896502900357338 0.00031189497815919856 5.2537132573997789e-05 0.00068111326406761826 0.00034735890607175216 0.00021281027943599083 0.00028446680198632553 0.00068340466697086664
leaf_weight=22 24 77 31 24 31 36 145 20 26 46 52 33 28 253 1191 27 24 73 85 76 27 20 20 50 36 416 73 67 45 43
leaf_count=22 24 77 31 24 31 36 145 20 26 46 52 33 28 253 1191 27 24 73 85 76 27 20 20 50 36 416 73 67 45 43
internal_value=0 0.000360878 0.000687235 0.000431376 0.000584898 0.000579829 0.000707712 0.000504209 0.000205324 0.000733655 0.000677055 0.00046868 0.000501996 0.000668598 0.000727814 0.000691711 0.000348902 0.000420445 0.000653332 0.000650256 0.000596594 0.000727024 0.000422596 0.000382501 0.000166202 0.000699763 0.000306587 0.000282968 0.000199742 0.000625507
internal_weight=0 590 2531 406 422 145 2109 225 184 1268 197 194 161 841 1222 588 261 97 109 175 103 72 98 78 158 561 164 140 122 63
internal_count=3121 590 2531 406 422 145 2109 225 184 1268 197 194 161 841 1222 588 261 97 109 175 103 72 98 78 158 561 164 140 122 63
is_linear=0
shrinkage=0.00196078


Tree=5199
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 4 4 1 13 2 4 3 15 15 14 48 131 48 4 13 16 47 51 151 12 15 0 50
split_gain=17.8401 2.91526 1.90161 1.39803 1.11003 1.02287 0.714585 0.612664 0.556436 0.484563 0.468294 0.433858 0.39686 0.346661 0.301146 0.274725 0.271186 0.296633 0.181641 0.170246 0.169656 0.219606 0.166325 0.159189 0.158168 0.162406 0.155983 0.1508 0.145242 0.141264
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.27834500000000006 0.42051500000000003 -0.073934999999999987 0.077845000000000011 -0.078279999999999975 0.14285500000000004 0.40473500000000007 0.092670000000000016 -0.41396999999999995 -0.11713499999999999 0.062655000000000016 0.092475000000000016 0.09031500000000002 0.083685000000000009 -0.51843499999999987 -0.117405 0.11346000000000002 0.10648500000000001 -0.085989999999999997 -0.088419999999999985 0.096475000000000019 0.089295000000000013 -0.14116499999999996 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 5 4 6 23 8 11 16 -5 28 -4 26 15 -9 -12 17 20 -2 -11 -1 -22 -6 24 -3 -26 -7 -18 -10 -13
right_child=1 2 7 9 22 12 -8 14 10 19 13 29 -14 -15 -16 -17 27 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010435727123362585 0.00093266560498001352 0.00032236439988528396 0.00053338330910397919 0.00084575776073361644 0.00047051878266744486 0.00091279972584641612 0.00052630433388578968 0.00030081273712193241 0.0010396191518680722 0.00040630792979808413 0.00093443616743665858 0.00022962581204558286 0.00053885008694866334 0.00063334310567475342 8.790134194966094e-05 0.00081258485747716369 0.0011400935479842131 0.00068310776761933872 0.00072644285955070665 0.00061244961507941182 0.00070492313626934508 0.00091274135388074438 0.000702168467436351 0.00064056252414409869 0.00063217734049887675 0.00046486830535056673 0.00072717891540775316 0.0009330672332545243 0.00088698954558839979 0.00043620082321485466
leaf_weight=37 52 25 76 28 26 28 22 113 25 24 82 35 33 37 33 537 31 22 24 43 20 868 22 23 26 157 46 24 582 20
leaf_count=37 52 25 76 28 26 28 22 113 25 24 82 35 33 37 33 537 31 22 24 43 20 868 22 23 26 157 46 24 582 20
internal_value=0 0.00050525 0.000460479 0.000862303 0.00087179 0.000559182 0.000877983 0.000340038 0.000881399 0.000629136 0.000854025 0.00043739 0.00071767 0.000817707 0.000252689 0.000828727 0.000915903 0.000908129 0.000867543 0.000538608 0.000913481 0.000908061 0.000576692 0.00048577 0.000468654 0.000488639 0.000797414 0.00104975 0.000893276 0.000304744
internal_weight=0 691 615 2430 2335 338 2287 277 2265 95 1263 131 107 656 146 619 1002 947 76 67 925 888 48 231 208 183 74 55 607 55
internal_count=3121 691 615 2430 2335 338 2287 277 2265 95 1263 131 107 656 146 619 1002 947 76 67 925 888 48 231 208 183 74 55 607 55
is_linear=0
shrinkage=0.00196078


Tree=5200
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 4 2 14 2 1 49 1 1 40 1 0 52 47 50 15 1 43 3 12 391 4 16
split_gain=39.9353 6.364 3.27958 3.05851 2.54554 1.89948 1.58948 1.27373 1.12474 1.30883 1.10239 0.969405 0.922814 0.57044 0.442248 0.42037 0.344936 0.328999 0.311277 0.272221 0.246008 0.245621 0.264375 0.231164 0.209298 0.284513 0.179683 0.166399 0.199626 0.205357
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 -0.35136499999999998 1.0000000180025095e-35 0.062655000000000016 0.089775000000000008 0.077845000000000011 -0.054984999999999992 0.090540000000000023 0.16175000000000003 -0.077714999999999992 0.11669000000000002 -0.22491999999999998 -0.56176499999999996 0.090280000000000013 0.041865000000000006 -0.090344999999999995 0.13075500000000004 -0.078139999999999973 0.11658 0.085885000000000017 -1.0000000180025095e-35 0.038415000000000012 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 10 -8 -10 11 14 -4 -2 -1 21 -3 24 -13 -20 -15 22 -6 -5 -11 -26 -16 -21 -29 -30
right_child=1 4 12 23 15 -7 8 -9 9 17 -12 18 -14 20 26 -17 -18 -19 19 27 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0011963623147572035 0.00074471538409733766 0.00044889493602956264 0.0010692209861024753 0.00062109698837533786 0.00027761353808302991 0.00075590811682000659 0.0010702707311686347 0.0006805118199922609 0.00096676324902017139 0.00044860571062837551 0.0013750166890500975 0.00088762513868451208 0.00064535130982968346 0.0011599586491345191 0.00096905933990764671 -5.0315786723524023e-05 0.0002149298278724446 0.00042602399405441846 0.0012534739421591386 0.00091669855538901741 0.00098735672215082698 0.00042294201284062628 6.6718881876737462e-06 0.00039393840375922471 0.00077941606235889139 0.00055278242207835494 0.0011248003579058079 0.0011157673587260766 0.0011020851896656667 0.00097170973352058484
leaf_weight=1081 24 47 28 61 45 48 20 22 30 30 84 27 67 64 33 21 50 76 43 20 63 25 20 24 34 57 208 582 101 86
leaf_count=1081 24 47 28 61 45 48 20 22 30 30 84 27 67 64 33 21 50 76 43 20 63 25 20 24 34 57 208 582 101 86
internal_value=0 0.000593192 0.0011274 0.000854472 0.000457672 0.00114193 0.000540981 0.00115004 0.000624506 0.000585232 0.0011546 0.00114611 0.000770281 0.00102195 0.00117943 0.000199486 0.000328294 0.000527131 0.00109482 0.00110155 0.00107434 0.000257773 0.000194247 0.000556958 0.000590636 0.000637459 0.00110347 0.00109327 0.00109786 0.00104213
internal_weight=0 691 2430 236 455 2335 344 2287 247 227 2265 2181 95 151 1322 111 97 197 859 832 127 90 65 85 121 91 241 789 769 187
internal_count=3121 691 2430 236 455 2335 344 2287 247 227 2265 2181 95 151 1322 111 97 197 859 832 127 90 65 85 121 91 241 789 769 187
is_linear=0
shrinkage=0.00196078


Tree=5201
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 16 4 2 157 42 15 51 43 3 1209 4 15 479 159 456 457 456 160 4 3 41 0 483 457 1
split_gain=0.624 0.144299 0.104653 0.120923 0.0844648 0.0755499 0.0667281 0.064198 0.0598716 0.0636146 0.0592828 0.093978 0.0823647 0.0619862 0.0666813 0.0660385 0.134903 0.0653741 0.0707389 0.0781629 0.0860902 0.0645069 0.0604271 0.0569232 0.0568742 0.0579326 0.0798811 0.0559952 0.0556878 0.0532978
threshold=0.10337500000000001 -0.07793499999999999 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.51524500000000006 0.40124500000000002 0.14122000000000004 -0.079594999999999985 -1.0000000180025095e-35 0.040760000000000005 0.10501000000000001 -0.51144999999999985 0.090900000000000009 0.091045000000000001 -0.46376499999999993 -0.085834999999999981 0.088785000000000017 -0.0060149999999999986 0.087225000000000011 -0.084984999999999991 0.041000000000000002 -0.40957499999999997 0.23246000000000003 -0.047929999999999993 0.07677500000000001 -0.11013499999999998 -1.0000000180025095e-35 0.064110000000000014 0.092845000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 23 3 5 -4 8 7 10 -3 -10 12 24 -1 14 17 -15 -17 18 27 21 -21 22 -20 -2 25 26 -12 -14 -22 -24
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 11 -13 13 15 -16 16 -18 -19 19 20 28 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014634567273315042 0.0080066940154592033 -0.0020878190919756891 -0.0051139081463175409 0.011535916992324929 0.0018826037978578827 0.0093994564018517173 0.0020120246674526824 0.0036219537303578565 0.0082008013122335643 0.0031486366787080271 0.0017770294840870936 0.013981073956798623 0.013685393959490789 0.0078705838315987174 0.0021417207206073014 0.0066460309728213103 -0.0032701476625136465 0.0024193398605954525 0.002839682966230377 0.014594862452740298 0.0055869458335157688 0.0017935468126898228 0.0076795930400772846 0.0046643767383001333 0.011912925722491412 0.012125561093430846 0.007870863813622243 0.0087576210019241329 0.011593034095578613 0.0052312249283857862
leaf_weight=25 105 20 22 20 80 21 22 41 27 324 22 27 27 42 23 34 23 24 31 29 38 23 650 99 36 31 968 158 26 103
leaf_count=25 105 20 22 20 80 21 22 41 27 324 22 27 27 42 23 34 23 24 31 29 38 23 650 99 36 31 968 158 26 103
internal_value=0 0.00413441 0.00324131 0.00395129 0.000373552 0.00356432 0.00749411 0.00754476 0.00323403 0.00353726 0.0076135 0.00815529 0.00714589 0.0072613 0.00747115 0.00486178 0.00264477 0.00758168 0.00769587 0.00732979 0.010075 0.00701342 0.00716656 0.00638469 0.00800648 0.00786874 0.00773545 0.00947681 0.00802692 0.00734469
internal_weight=0 718 514 412 102 392 2403 2381 371 351 2340 1084 1256 1231 1132 99 57 1109 1085 900 93 807 784 204 1057 1021 990 185 64 753
internal_count=3121 718 514 412 102 392 2403 2381 371 351 2340 1084 1256 1231 1132 99 57 1109 1085 900 93 807 784 204 1057 1021 990 185 64 753
is_linear=0
shrinkage=0.1


Tree=5202
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 2 1 4 1 2 16 49 2 47 49 3 3 12 4 16 48 475 1 399 49 12 2
split_gain=18.6882 3.01853 1.6399 1.48688 1.01523 0.977647 0.721583 0.579718 0.537936 0.531013 0.438691 0.386086 0.637217 0.378805 0.330538 0.30212 0.268277 0.229653 0.210808 0.257137 0.198761 0.270923 0.214133 0.187695 0.170508 0.145103 0.14399 0.143926 0.140143 0.141576
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.14122000000000004 0.077845000000000011 0.40945500000000007 0.089625000000000024 0.090425000000000019 -0.52595999999999987 -0.054984999999999992 -0.0091949999999999983 0.10648500000000001 -0.049039999999999993 0.0041950000000000008 0.11658 0.09141500000000001 -0.51843499999999987 0.19444000000000003 0.083685000000000009 -0.082014999999999991 0.13534000000000004 0.088080000000000006 0.14321000000000003 0.092255000000000018 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 16 6 11 10 13 -4 17 20 15 -7 -2 -13 18 -6 23 -20 21 -1 26 -3 -15 -12 28 -19 -22 -30
right_child=1 4 9 -5 7 8 -8 -9 -10 -11 25 12 -14 24 -16 -17 -18 27 19 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010822908384125439 0.00053469717720140784 0.00023539738936556709 0.00079488676218759447 0.00042077076489177128 0.00029535974040473701 0.00050133761511567761 0.0010312076625332497 8.699826454497216e-05 0.00053015558351339465 0.00047603266859451269 0.00032012951570101271 0.00058290169725967896 0.00045998089899962412 0.00089018859813991811 0.00079146878114640768 0.00081687072315696522 0.00068701275277371497 0.00055048459096614154 0.00065757357002191243 0.000424623568238569 0.00069706576241257401 0.00085752117241288776 0.00065703792159959662 0.00045583857626245265 0.00076368244926512468 0.00018821900060363844 0.00097257287478914444 0.00034987660060983665 0.00088839799574419909 0.0007896575263992788
leaf_weight=21 23 27 28 84 38 20 76 50 41 71 56 23 23 46 119 274 20 44 29 49 36 1131 33 33 374 75 23 20 92 142
leaf_count=21 23 27 28 84 38 20 76 50 41 71 56 23 23 46 119 274 20 44 29 49 36 1131 33 33 374 75 23 20 92 142
internal_value=0 0.000443296 0.000813431 0.000627556 0.000348868 0.000823823 0.000844063 0.000278573 0.000744967 0.000566214 0.000319683 0.000836153 0.000774403 0.000764983 0.000749879 0.000798752 0.000474778 0.000416103 0.000444019 0.000511233 0.000849523 0.000861619 0.000806778 0.00035664 0.000777538 0.000244608 0.000823643 0.000487795 0.000810957 0.000828479
internal_weight=0 667 2454 226 441 2355 1874 283 481 99 233 1798 320 440 142 297 158 102 138 78 1478 1152 326 60 420 131 293 64 270 234
internal_count=3121 667 2454 226 441 2355 1874 283 481 99 233 1798 320 440 142 297 158 102 138 78 1478 1152 326 60 420 131 293 64 270 234
is_linear=0
shrinkage=0.00196078


Tree=5203
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 13 48 3 52 52 47 376 149 14 3 12 1446 1209 4 1209 399 394 394 1212 403 1213 12 12 3 1213 13
split_gain=0.60283 0.152137 0.107215 0.10631 0.0885432 0.091768 0.0859864 0.0804423 0.0727369 0.071068 0.0908245 0.0776822 0.0647907 0.0638252 0.0569002 0.077305 0.0730466 0.0708626 0.0593933 0.0567599 0.0557967 0.0635 0.069824 0.0754096 0.111681 0.0941517 0.134686 0.122047 0.0746389 0.0639357
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.078139999999999973 0.23855500000000004 0.083685000000000009 0.11924500000000002 -0.085264999999999994 0.048520000000000008 0.085505000000000012 0.080200000000000007 0.081720000000000015 -0.46166999999999997 -0.11171999999999999 0.092550000000000007 0.10573500000000001 -0.064814999999999984 -0.51253999999999988 -0.090889999999999985 0.09747500000000002 -0.15150999999999998 -0.084129999999999996 -0.16927999999999996 -0.085284999999999986 0.086260000000000017 0.083785000000000012 0.084290000000000018 -0.094874999999999987 0.104315 -0.075129999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 13 -7 -4 11 -11 12 -2 -5 17 16 -16 -3 -19 -18 -20 -22 -23 25 -25 -24 -27 -28 29 -29
right_child=9 14 3 6 -6 7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 19 18 20 -21 21 22 23 24 -26 26 27 28 -30 -31
leaf_value=-0.00040682023224819985 0.0057245511158059044 0.013625293597579004 -0.0022573502183976502 0.0027870838716626167 0.0087007525947786143 0.010274049307389017 0.0035833256035402885 0.0030395686484909821 0.0048958127763831898 0.0064085258335313386 -0.00093552014746126674 0.0078665401460602889 0.00075495186497239537 0.0080660994039275322 0.0018612764706766164 0.0010908320677750136 0.0069642206885054698 0.012099076242696856 0.0026770242786204271 0.011087458774979625 0.010663769392437683 0.0035308071718801086 0.010905784258947653 0.0078958881166986163 0.013570875503743689 -0.0025700902508106085 -0.00049121209497873981 0.012053097820502115 0.0025773339089937512 0.0068494881302143193
leaf_weight=28 30 21 44 25 31 22 64 51 21 85 21 20 209 273 27 23 724 31 22 35 71 41 34 944 36 20 24 33 28 83
leaf_count=28 30 21 44 25 31 22 64 51 21 85 21 20 209 273 27 23 724 31 22 35 71 41 34 944 36 20 24 33 28 83
internal_value=0 0.00709714 0.00562419 0.00594221 0.00387136 0.00278649 0.00690899 0.00521982 5.36717e-05 0.00277241 0.00495357 0.00187974 0.00137875 0.00762323 0.00747191 0.00680532 0.00697253 0.00786044 0.00777188 0.00715436 0.00767147 0.00775509 0.00758895 0.00772737 0.00810436 0.0060632 0.00518742 0.00611093 0.00721129 0.00832983
internal_weight=0 2756 559 531 169 138 362 73 65 365 106 259 239 298 2197 809 786 1388 1367 759 1336 1314 1243 1202 980 222 188 168 144 116
internal_count=3121 2756 559 531 169 138 362 73 65 365 106 259 239 298 2197 809 786 1388 1367 759 1336 1314 1243 1202 980 222 188 168 144 116
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=31
num_cat=0
split_feature=4 3 9 2 44 39 123 4 4 1 457 484 43 1209 48 48 1 42 2 16 2 402 42 3 3 484 52 475 16 149
split_gain=0.491981 0.157189 0.142235 0.0835344 0.0788236 0.0851916 0.0782715 0.0771197 0.0747657 0.0827049 0.096204 0.0750197 0.147337 0.0724451 0.0681251 0.120664 0.0676365 0.116747 0.0704943 0.0637268 0.0624987 0.121932 0.18402 0.0543588 0.0822132 0.0537793 0.0878114 0.056057 0.0514145 0.100077
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 1.0000000180025095e-35 0.10076500000000001 0.083965000000000012 -0.0060199999999999993 -0.082249999999999976 0.091195000000000012 0.083415000000000017 0.085595000000000018 -0.011244999999999998 -0.090889999999999985 0.092680000000000026 0.078735000000000013 0.09253500000000002 0.089245000000000005 0.12198500000000001 -0.0092699999999999987 0.085155000000000022 0.11174500000000002 0.088060000000000013 0.095270000000000007 -0.083784999999999984 0.096415000000000015 0.047850000000000011 -0.072374999999999981 -0.4714549999999999 0.077335000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 25 5 8 -1 -7 11 13 16 14 -13 -10 15 20 17 -11 -18 -12 21 22 -4 24 -22 26 27 -2 29 -29
right_child=3 -3 4 -5 -6 7 -8 -9 9 10 19 12 -14 -15 -16 -17 18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0032513464282436129 0.0071894054925492543 0.0018425628105359392 0.0086171583762876224 -0.0032201847333150607 0.010964322586191774 -0.00204509357655687 0.0047840381092909313 0.0054069781267061471 0.011535321399569512 0.0069181233765962333 0.0037080523401719374 -0.0025805370172574411 0.0085001005857650719 0.0065679793367496402 0.0031583949923515322 0.015144774350135224 0.0065953793938149556 -0.0033946394986872166 0.0011709471018268513 -0.0032657282892614606 0.0069740072106851004 0.0022327581271529198 0.01751762124387404 0.010418464773259051 0.0017304023344288854 -0.0013991008231338735 0.0064325193253941572 0.0020210427972067028 0.0003571897214384411 0.0098110832070233307
leaf_weight=22 22 74 218 24 41 21 27 41 30 23 38 21 28 1377 30 23 305 21 26 20 248 25 26 37 34 27 68 94 110 20
leaf_count=22 22 74 218 24 41 21 27 41 30 23 38 21 28 1377 30 23 305 21 26 20 248 25 26 37 34 27 68 94 110 20
internal_value=0 0.00638914 0.00651459 0.00248222 0.00661393 0.00654512 0.00117631 0.00288289 0.00663486 0.00630197 0.00509343 0.00752258 0.00375126 0.00667389 0.00781087 0.00803931 0.00567964 0.00199612 0.00616929 0.0013033 0.00776137 0.00888408 0.00956557 0.00681464 0.0063418 0.00288356 0.00325181 0.00237259 0.00189951 0.00338772
internal_weight=0 2756 2682 365 2633 2592 49 62 2530 1840 433 690 49 1407 641 611 375 44 331 58 588 269 244 319 282 341 314 246 224 114
internal_count=3121 2756 2682 365 2633 2592 49 62 2530 1840 433 690 49 1407 641 611 375 44 331 58 588 269 244 319 282 341 314 246 224 114
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 47 4 2 4 2 2 14 4 47 3 15 47 4 4 2 1 14 4 16 1 49 160 3
split_gain=34.0558 3.9494 3.19262 2.89016 2.06565 1.49875 1.28618 1.03869 0.984375 0.703579 0.669685 0.644247 0.643054 0.55573 0.537416 0.51106 0.412565 0.406541 0.375263 0.348321 0.344541 0.320568 0.543613 0.301438 0.276865 0.265192 0.244579 0.280376 0.228411 0.220881
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.088105000000000003 0.092550000000000007 0.13082500000000002 -0.17966999999999997 0.11474000000000002 0.053180000000000012 0.11389000000000002 0.14285500000000004 0.076175000000000007 0.27834500000000006 0.091680000000000011 -0.065819999999999976 -0.41942499999999994 0.077555000000000013 -0.064804999999999988 -0.51253999999999988 0.089005000000000015 0.083345000000000016 0.062655000000000016 -0.036839999999999991 -0.16075999999999999 0.10124500000000002 -0.065034999999999996 -0.067824999999999983 -0.022174999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 5 11 -3 13 12 -6 -7 16 18 14 20 -5 26 -8 -14 23 -18 -4 -22 -23 -1 -2 -19 27 -10 -16 -30
right_child=1 3 6 7 8 9 10 -9 15 -11 -12 -13 17 -15 28 -17 19 25 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010108091507714807 0.001194653932592045 0.00054595547434734622 0.0013829488268976007 0.0005956596646658315 0.0011047786670405658 0.0009773060849873848 0.0010889488748043847 0.00068103253058315763 0.00087835310331357071 0.00058578942219416306 0.00090904941886079066 0.00072224705136396026 0.00035636994418173349 0.0013507887689978766 0.00049700257920192435 0.0009323166682138087 0.00074617705411381195 0.00024754781174848525 0.0012668996553511684 0.0010159006028383651 0.0011477555872426309 0.0011002464174244585 0.00080480952230935318 0.0012662214449807711 0.00090658105496961843 -1.2329249583947632e-05 0.00057596937983554492 0.00060293308064238735 0.00042300164196668348 0.00020235479610193074
leaf_weight=159 29 179 21 39 28 60 517 34 30 25 125 22 37 47 23 31 24 26 33 79 967 303 26 20 23 36 72 27 26 53
leaf_count=159 29 179 21 39 28 60 517 34 30 25 125 22 37 47 23 31 24 26 33 79 967 303 26 20 23 36 72 27 26 53
internal_value=0 0.000551226 0.00107434 0.000501351 0.000918662 0.000647762 0.0011055 0.000360284 0.000765613 0.000862154 0.00103998 0.00104162 0.000314845 0.00114128 0.000399891 0.000706259 0.00106637 0.000193718 0.00107477 0.000953052 0.00113381 0.00112977 0.0010769 0.00103935 0.00106724 9.66515e-05 0.000651935 0.000747891 0.000325038 0.000274973
internal_weight=0 590 2531 538 422 264 2109 274 188 85 745 234 240 1364 141 160 620 99 212 103 1317 1296 329 179 52 62 129 57 102 79
internal_count=3121 590 2531 538 422 264 2109 274 188 85 745 234 240 1364 141 160 620 99 212 103 1317 1296 329 179 52 62 129 57 102 79
is_linear=0
shrinkage=0.00196078


Tree=5206
num_leaves=31
num_cat=0
split_feature=1 2 0 4 106 3 12 2 13 403 34 2 4 4 14 481 42 42 51 1456 160 42 1447 480 3 11 52 48 48 42
split_gain=0.510457 0.136152 0.0812915 0.0905136 0.0732758 0.0687714 0.0787768 0.0640678 0.0722827 0.0575552 0.0565565 0.0825201 0.0638768 0.057412 0.0557302 0.0577874 0.101415 0.0943217 0.0830619 0.0935474 0.0768305 0.0653428 0.082252 0.0586961 0.0601004 0.0561593 0.0661259 0.0551629 0.11352 0.0521929
threshold=0.11829500000000003 0.10188000000000001 -0.13027499999999997 0.42642000000000008 0.086340000000000014 0.31370500000000007 -0.42850999999999995 0.15361500000000003 -0.14179999999999995 -0.054954999999999997 -0.038779999999999995 0.11870500000000002 -0.04890499999999999 0.053180000000000012 0.076975000000000002 -0.0015899999999999998 0.091735000000000025 0.088295000000000012 0.10736500000000002 -0.089834999999999984 -0.13024499999999997 0.089245000000000005 -0.082659999999999997 0.086995000000000017 -0.085709999999999995 0.075910000000000019 0.016565000000000003 -0.065739999999999979 0.078735000000000013 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 27 14 10 -7 8 -4 -10 -2 -12 -13 -14 15 16 17 18 19 -1 -21 -19 -23 24 -22 -16 -27 -3 -29 -17
right_child=5 2 7 -5 -6 6 -8 -9 9 -11 11 12 13 -15 25 29 -18 21 -20 20 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0043528502692844577 -0.00025387233299379414 0.0065252111293375497 0.0012033170494423421 0.0094914434699430363 0.0015782801043242216 0.0039955577590530195 -0.0021066494518371267 0.00068975912237709226 0.0037821894616172358 0.0070408468394128195 0.0063153530060375057 0.0075897660505558767 -0.0031404464195171991 0.0025872810989607219 0.0058447901159524923 0.0069851333339798431 0.013887821859680117 -0.00031552026397548618 0.0028909437824040651 0.016309169916944071 0.015897191091525285 0.011181553967651867 0.0028370152637190015 0.0067768921233856902 0.0091495542166133721 0.014578789478788774 0.0076151473261415956 -0.0043104338495490646 0.0032006779244807917 0.0056163764440639733
leaf_weight=26 37 27 27 21 25 34 56 22 64 354 91 21 21 105 27 1413 29 20 20 22 22 21 27 39 33 30 25 26 89 347
leaf_count=26 37 27 27 21 25 34 56 22 64 354 91 21 21 105 27 1413 29 20 20 22 22 21 27 39 33 30 25 26 89 347
internal_value=0 0.00657764 0.00528647 0.00336374 0.00696025 0.00259803 0.000198629 0.00595757 0.006218 0.00654191 0.00338329 0.00394873 0.00248368 0.00163266 0.00702429 0.0069205 0.00831512 0.00761247 0.00892449 0.00977428 0.0109894 0.00448679 0.00648775 0.00974439 0.0118486 0.0095799 0.0114135 0.00245753 0.00150251 0.00671527
internal_weight=0 2756 630 163 2126 365 90 467 445 418 275 238 147 126 2101 2019 259 230 162 142 116 68 48 94 55 82 55 142 115 1760
internal_count=3121 2756 630 163 2126 365 90 467 445 418 275 238 147 126 2101 2019 259 230 162 142 116 68 48 94 55 82 55 142 115 1760
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 2 1 16 0 1 3 47 4 3 39 0 15 0 15 47 49 11 1 3 4
split_gain=62.8207 9.48493 6.41698 4.9575 3.49522 3.42054 2.21643 1.8962 1.70028 1.5673 1.52537 1.44536 1.41188 0.897112 0.939324 0.755511 0.577115 0.551795 0.520484 0.459912 0.436573 0.39526 0.38933 0.359146 0.350336 0.344865 0.336005 0.321359 0.320105 0.327704
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.09580000000000001 0.062655000000000016 0.13501500000000002 0.17025000000000004 0.40945500000000007 0.10672500000000001 0.09253500000000002 -0.5315899999999999 -0.10607499999999999 0.085345000000000018 0.30112000000000005 0.090100000000000013 0.0082450000000000006 -0.13927999999999999 0.087690000000000004 -0.080689999999999984 -0.095869999999999983 -0.15202999999999997 -0.03241999999999999 0.10350500000000001 -0.054319999999999993 0.075910000000000019 0.11588000000000001 -0.097174999999999984 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 16 6 13 12 9 15 27 -5 -7 14 22 19 -3 20 26 -4 -15 -16 -1 -24 -2 -13 -14 -6 -20 -30
right_child=1 2 8 11 10 7 -8 -9 -10 -11 -12 25 18 17 21 -17 -18 -19 28 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015599093707062558 0.001375510912055803 0.00055774947725517122 0.00085290040718958595 0.0011989521354677491 0.0013058839131183191 0.00071827932753983667 0.0017082823776336242 0.00082308436147381667 1.6520510122623665e-05 0.00026968225234755896 0.00064940121356157866 0.00083563061551685067 0.0011826687532604911 0.0013992621204237533 0.0012151206936600273 0.00029282468552045433 0.00083855857239262515 0.0012131760249924817 0.0010246206591305014 0.00052171714819285555 0.0013263230012674422 0.00087298079508742383 0.0013830496326965444 0.00105760594607462 0.0010717188260134527 0.00054515682119766573 0.0014794501526789231 0.0010444874980941245 0.0012964958015430387 0.0011867872669287032
leaf_weight=22 54 191 38 34 40 20 71 48 54 132 28 33 20 1014 21 22 33 84 29 28 458 34 32 22 20 30 55 33 195 226
leaf_count=22 54 191 38 34 40 20 71 48 54 132 28 33 20 1014 21 22 33 84 29 28 458 34 32 22 20 30 55 33 195 226
internal_value=0 0.000631132 0.000549315 0.00130755 0.000735659 0.00132547 0.00136891 0.0011967 0.000328287 0.000404811 0.00103848 0.000873143 0.0012296 0.00135463 0.00119879 0.000607505 0.000599119 0.00136775 0.00124908 0.000712398 0.00137657 0.00100362 0.00134004 0.00125046 0.0012934 0.00069731 0.00140031 0.00118772 0.00122388 0.0012376
internal_weight=0 673 599 2448 325 2351 1758 593 274 220 101 97 545 1687 131 88 224 1556 525 66 1472 55 76 54 74 63 75 73 450 421
internal_count=3121 673 599 2448 325 2351 1758 593 274 220 101 97 545 1687 131 88 224 1556 525 66 1472 55 76 54 74 63 75 73 450 421
is_linear=0
shrinkage=0.00196078


Tree=5208
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 14 4 47 47 14 2 2 13 0 1 2 49 1 16 1 1 3 50 3 16
split_gain=53.9382 6.43891 6.03971 3.41581 3.15904 2.47378 2.01862 1.86082 1.83887 1.84145 1.23537 1.14548 0.930018 0.847815 0.82706 0.735188 0.62495 0.592283 0.564395 0.555337 0.552865 0.47729 0.437594 0.404441 0.375818 0.373326 0.365338 0.332846 0.332778 0.29803
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.0052350000000000009 0.091680000000000011 0.077555000000000013 0.062655000000000016 0.12358500000000001 0.11411 -1.0000000180025095e-35 -0.13027499999999997 0.16175000000000003 0.11389000000000002 -0.085174999999999987 0.12958500000000003 0.10994000000000002 0.13075500000000004 0.12000500000000001 0.12745000000000004 0.086295000000000011 0.092670000000000016 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 8 10 -6 25 22 18 15 21 14 20 -8 -2 -11 -4 27 23 -9 -10 28 -5 -3 -19 -7 -1 -23
right_child=1 5 6 24 7 19 11 12 9 17 -12 -13 -14 -15 -16 -17 -18 26 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010975024479181589 0.0011460942764947538 0.00049150922545688406 0.0010374561158361727 0.00063172846088441561 0.0012811957808936676 0.00017082908487296797 0.001239320364183254 0.00093046327988529297 0.0011752762551188681 0.00042302148987010313 0.0016259698586289129 0.0010531378172038946 0.0010382209767238163 0.0014376345201700675 0.0014848776541504204 0.00090280361192618375 0.00076366379528361211 0.00054899166489134898 0.001305447070743166 -0.00011545674758854589 0.00075720433652510535 0.00073403494812232203 0.00077453527599573128 0.0012795712141429676 0.00033322897622912659 0.00020593604110557623 0.00084611460240628027 0.00044829337782958614 0.00083542913023798462 0.00052361797237962624
leaf_weight=98 92 24 31 50 28 68 624 21 22 94 46 191 31 35 20 26 20 41 1191 21 20 43 20 38 24 66 26 22 23 65
leaf_count=98 92 24 31 50 28 68 624 21 22 94 46 191 31 35 20 26 20 41 1191 21 20 43 20 38 24 66 26 22 23 65
internal_value=0 0.00055993 0.00121827 0.000861816 0.00100415 0.000420942 0.00126112 0.000814876 0.00051538 0.00061881 0.00131052 0.00118663 0.00073327 0.00115621 0.00110671 0.00122586 0.0010778 0.000523426 0.00129865 0.00017166 0.00106446 0.000659988 0.000984447 0.00110311 0.000534918 0.000282089 0.000664293 0.000238654 0.00104769 0.000607395
internal_weight=0 590 2531 186 422 404 2109 188 293 203 1268 841 160 234 199 650 112 161 1222 111 179 129 42 159 74 90 67 90 121 108
internal_count=3121 590 2531 186 422 404 2109 188 293 203 1268 841 160 234 199 650 112 161 1222 111 179 129 42 159 74 90 67 90 121 108
is_linear=0
shrinkage=0.00196078


Tree=5209
num_leaves=31
num_cat=0
split_feature=1 4 155 150 0 2 4 2 393 43 52 4 15 51 159 50 0 43 13 3 401 160 0 0 42 4 1447 157 12 159
split_gain=0.783038 0.182449 0.106265 0.0844802 0.09868 0.0839659 0.082732 0.0817455 0.0817143 0.0608354 0.0637418 0.074683 0.0810446 0.064309 0.0576785 0.0577781 0.0735127 0.261447 0.0678136 0.0573614 0.0694253 0.0800785 0.0550936 0.054063 0.160977 0.0513319 0.0479831 0.0536093 0.0467727 0.0467336
threshold=0.10337500000000001 0.27044500000000005 0.10158500000000002 0.091355000000000006 -0.026509999999999995 0.25063000000000007 0.40124500000000002 0.089005000000000015 0.086855000000000016 -0.23229999999999998 -0.034054999999999995 -0.013514999999999998 -0.064294999999999977 -0.12794499999999998 0.13610000000000003 0.10803500000000001 -0.067094999999999988 -0.081454999999999986 -0.10278499999999999 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 -0.23091999999999999 -0.071719999999999992 0.10755000000000002 0.41257000000000005 -0.082954999999999987 -0.41966499999999995 0.094070000000000015 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 19 7 14 22 -2 13 -12 -13 -11 15 16 18 -18 -1 -3 21 -21 -9 24 -20 -23 -24 -28 -4 -29
right_child=1 5 28 -5 -6 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 17 -19 23 20 -22 25 26 -25 -26 -27 27 29 -30 -31
leaf_value=0.013305860940510264 0.011997262081131339 0.0056466097682853472 0.013627484077587723 0.0019184272828032122 0.0015081583707035671 -0.0030760126945097001 0.0020584823200558524 0.0027662546389778568 0.0025841711554676298 0.008306796206394915 0.011583112202886795 0.008468449217163854 0.0011714162527705018 0.0028813701661026762 0.0034102535655256361 0.0066277999554718433 -0.0017572131365779097 0.01118472925815228 0.0091411210786095289 0.008423401237181995 -0.0033095184911508114 -0.0024884823221890703 0.010979755315929651 0.014087566564835253 0.00049829512665217578 0.0027644178137509762 0.01279543443117291 0.007240043253768912 0.0077288110081742455 0.0091180728266681398
leaf_weight=39 20 67 20 66 43 24 22 22 32 31 37 45 23 74 20 110 27 37 1054 23 20 21 46 21 22 163 20 771 41 160
leaf_count=39 20 67 20 66 43 24 22 22 32 31 37 45 23 74 20 110 27 37 1054 23 20 21 46 21 22 163 20 771 41 160
internal_value=0 0.00439911 0.00582043 0.00512903 0.00590522 0.00261128 0.00816267 0.00821908 0.00755994 0.00672728 0.00622538 0.0079676 0.00600034 0.00448316 0.00873994 0.00882131 0.00902238 0.00572485 0.00920816 0.00307555 0.0023167 0.00286029 0.00771619 0.00906248 0.00896441 0.0021649 0.00782542 0.00767284 0.0096628 0.0075628
internal_weight=0 718 400 339 273 318 2403 2381 1051 230 210 105 68 105 1330 1310 1200 64 1136 294 227 207 1019 1097 1076 184 997 951 61 931
internal_count=3121 718 400 339 273 318 2403 2381 1051 230 210 105 68 105 1330 1310 1200 64 1136 294 227 207 1019 1097 1076 184 997 951 61 931
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 4 0 1 47 4 0 131 2 0 475 48 12 156 3 12 160 50 52
split_gain=22.9464 3.9545 2.42271 1.95527 1.46351 1.15939 0.848451 0.739414 0.538155 0.532962 0.469954 0.447916 0.484592 0.422031 0.524119 0.443397 0.277847 0.262484 0.262341 0.504557 0.248041 0.247676 0.261717 0.291809 0.237463 0.239933 0.226856 0.201576 0.178795 0.176661
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14122000000000004 0.40473500000000007 0.14285500000000004 0.27834500000000006 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.0061450000000000003 -0.15202999999999997 0.082750000000000004 0.31358000000000003 -0.079119999999999982 -0.066784999999999983 0.082620000000000013 0.09141500000000001 -1.0000000180025095e-35 -0.12711499999999995 0.084100000000000022 0.085130000000000011 0.10883000000000001 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 6 13 11 -5 21 -6 12 -4 14 17 27 20 -1 19 -13 28 -7 -23 -24 -22 -26 -19 -16 -15 -3
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 18 -14 16 15 -17 -18 26 -20 -21 24 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010252584886672857 0.00083724946817777225 0.00032887952233994069 0.00044430545098094436 0.00077277324801566555 0.00075091230226498025 0.00088754943255925074 0.0010510738019050868 0.00048521558889748047 0.0004490833824900008 0.00052654240903943878 0.00046954322041887223 0.00012678464444557835 0.00018732793360532493 0.00088337254841770589 0.00039748758294930062 0.0008509428160168224 0.00074895085274255362 0.00063586002370261141 0.00028694205552193464 -0.00023359268036324022 0.0010128084452662423 0.00076775826782753782 0.00045134425401458959 0.00073259244631002616 0.00066184460992239837 0.00082382245466238596 0.00085164544341296937 0.00064648461078896239 0.00080241244020964691 0.00043755746698940834
leaf_weight=23 76 108 39 28 74 52 79 37 67 41 33 59 102 1012 25 23 92 26 20 20 23 274 23 37 39 357 67 25 117 123
leaf_count=23 76 108 39 28 74 52 79 37 67 41 33 59 102 1012 25 23 92 26 20 20 23 274 23 37 39 357 67 25 117 123
internal_value=0 0.000415293 0.000363149 0.000820234 0.000474559 0.000831453 0.000852122 0.000227204 0.000544487 0.000739095 0.000664135 0.000187428 0.000258407 0.000843529 0.000755791 0.00062563 0.00085364 0.000837703 8.63362e-05 3.55499e-05 0.000859862 0.000761671 0.000742074 0.000624781 0.00081912 0.00080787 0.000791318 0.000521986 0.000874983 0.000386747
internal_weight=0 691 615 2430 338 2335 1908 277 95 427 107 240 141 1829 189 73 1640 116 99 79 1548 386 334 60 419 396 93 50 1129 231
internal_count=3121 691 615 2430 338 2335 1908 277 95 427 107 240 141 1829 189 73 1640 116 99 79 1548 386 334 60 419 396 93 50 1129 231
is_linear=0
shrinkage=0.00196078


Tree=5211
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 2 4 2 0 0 12 52 2 11 0 4 49 4 15 12 13 50 457 15 3 2 1 1
split_gain=26.4656 3.18547 2.7915 1.77552 1.44896 1.2133 1.02373 0.776534 0.712331 0.710164 0.656169 0.598838 0.526506 0.493601 0.632344 0.424496 0.416026 0.410042 0.351872 0.326248 0.508873 0.309896 0.300449 0.296189 0.291021 0.273376 0.264866 0.238333 0.226281 0.221693
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 -0.23194499999999998 -0.079119999999999982 0.13597000000000004 0.08257500000000001 0.10444500000000002 1.0000000180025095e-35 -0.07384499999999998 0.27834500000000006 -0.012034999999999999 -0.059649999999999988 -0.03241999999999999 0.090285000000000018 -1.0000000180025095e-35 0.041865000000000006 0.045365000000000009 -0.089964999999999976 0.12745000000000004 0.099185000000000009 0.12000500000000001 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 7 11 28 -6 29 -1 15 -13 14 16 -4 24 21 -2 27 -21 -8 -11 25 -10 -7 -24 -12 -3 -9
right_child=1 5 6 -5 8 23 17 9 13 22 19 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011240953748876397 0.00049890227332784263 0.00034638356540680809 0.00088894301999709144 0.00034321695312000829 0.00085062825231141934 0.00010391762683766905 0.00085476687343771459 0.00076504675754463815 0.00075523179960054407 0.00027140975068896408 0.00093370724581057966 0.00083407499725459712 0.00053768729961483307 0.00080707963695500625 0.00032628927736100684 0.0010493863534802648 0.00039683040768561203 0.00047895049799779774 0.00078586291979112284 0.00077419263513526181 0.0004564020630298112 0.00070936000907411638 0.00034507590705472736 0.00027736137429998343 0.00051708436296841087 -0.00014996777089194805 0.00059806490647093828 0.0006825012569407037 0.00012405377641692094 0.00047981087666224031
leaf_weight=22 20 24 1180 74 31 63 91 22 47 94 53 578 24 22 57 67 34 21 92 76 26 148 41 26 34 22 26 20 66 20
leaf_count=22 20 24 1180 74 31 63 91 22 47 94 53 578 24 22 57 67 34 21 92 76 26 148 41 26 34 22 26 20 66 20
internal_value=0 0.000366564 0.000827717 0.0005789 0.000682143 0.000268805 0.000856846 0.000334943 0.000574634 0.000402155 0.000804932 0.000873046 0.000822259 0.000530532 0.00049516 0.000897563 0.000578861 0.000741642 0.00073462 0.000764809 0.000693187 0.000764724 0.000342921 9.42245e-05 0.000655269 3.82061e-05 0.000443251 0.000864884 0.000183342 0.00062922
internal_weight=0 590 2531 186 422 404 2109 293 225 203 197 1849 602 194 172 1247 115 260 112 175 102 239 161 111 81 85 67 73 90 42
internal_count=3121 590 2531 186 422 404 2109 293 225 203 197 1849 602 194 172 1247 115 260 112 175 102 239 161 111 81 85 67 73 90 42
is_linear=0
shrinkage=0.00196078


Tree=5212
num_leaves=31
num_cat=0
split_feature=1 3 4 12 4 2 2 2 2 1 2 14 11 1 4 49 4 1 1 2 50 15 43 14 42 15 1 16 15 3
split_gain=31.78 3.89638 3.24156 2.46121 1.90003 1.64193 1.44638 1.08207 1.13738 0.863843 0.853678 0.658644 0.618185 0.648039 0.849874 0.45186 0.411278 0.352441 0.347895 0.319801 0.317433 0.382572 0.282016 0.280179 0.26095 0.254375 0.246432 0.244606 0.244555 0.235156
threshold=0.10752500000000002 -0.059315 0.27834500000000006 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.13712500000000002 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.089775000000000008 0.076175000000000007 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 -0.012034999999999999 -0.046564999999999988 0.091195000000000012 0.12000500000000001 0.094835000000000017 0.041865000000000006 -0.41396999999999995 -0.0064299999999999991 -0.46166999999999997 0.09112000000000002 0.040760000000000005 0.12958500000000003 0.27776000000000006 -0.053579999999999996 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 15 7 10 18 26 19 11 17 13 27 -15 -2 -10 -5 -3 -1 21 -7 -6 -18 -25 -14 -9 29 -21 -12
right_child=1 5 -4 6 22 20 -8 8 16 -11 12 -13 25 14 -16 -17 23 -19 -20 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012285271561163762 0.00075346019940779481 0.00061667624796707236 0.00067577786893290102 0.0011991326244371917 0.00046489838488082615 0.00040892086251515056 0.00077749775151719248 0.0011033761642089714 0.00086098529909755671 0.00076022632109622157 0.00099305313897324115 0.0013963815162807019 0.0012119842333070513 0.0011420752262534882 0.00071858554507602847 0.0010786462646654195 0.00075351170401524118 0.0011141244439062674 0.00034100109795955096 0.0010771146974827971 0.00050303383981794973 0.00014269713054494219 0.00071285590285958807 0.00056424919066736109 0.00032295004075982657 0.0014595305101544249 0.00080264626326514228 0.0010317484418820035 0.00079927491932849971 0.001141893945052341
leaf_weight=26 20 24 59 1101 29 36 38 22 20 80 44 59 79 35 38 92 24 226 66 29 26 49 45 96 21 20 20 113 21 563
leaf_count=26 20 24 59 1101 29 36 38 22 20 80 44 59 79 35 38 92 24 226 66 29 26 49 45 96 21 20 20 113 21 563
internal_value=0 0.000624652 0.00112999 0.00114083 0.00085949 0.000516534 0.00115689 0.000593472 0.000672813 0.000902442 0.00116322 0.00119367 0.0011159 0.00109766 0.000921629 0.00102058 0.00059785 0.00118465 0.000414514 0.00105214 0.000313443 0.000255451 0.000615683 0.000560526 0.000520939 0.00126199 0.000960171 0.00111551 0.000960422 0.0011311
internal_weight=0 590 2531 2472 186 404 2316 293 203 156 2278 1386 892 793 73 112 161 1327 90 76 111 85 74 141 117 99 42 720 50 607
internal_count=3121 590 2531 2472 186 404 2316 293 203 156 2278 1386 892 793 73 112 161 1327 90 76 111 85 74 141 117 99 42 720 50 607
is_linear=0
shrinkage=0.00196078


Tree=5213
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 14 2 1 12 0 14 1 4 4 12 1 12 50 1 15 15 1 15 1 1 47 4 0
split_gain=35.5873 5.64211 2.94839 2.52649 2.14059 1.87695 1.45328 1.20346 1.06398 0.919207 0.849277 0.831952 1.51425 1.19952 0.841161 0.548092 0.540382 0.463411 0.427281 0.38907 0.356261 0.333362 0.331437 0.302371 0.285955 0.278745 0.272204 0.231979 0.225736 0.227048
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.11362000000000001 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.089410000000000003 -0.10607499999999999 -1.0000000180025095e-35 0.083135000000000014 0.022185000000000003 -0.15289999999999995 0.13597000000000004 0.122715 0.091475000000000015 0.041865000000000006 0.12000500000000001 -0.095869999999999983 -0.037864999999999989 0.12408500000000001 -0.089964999999999976 0.13075500000000004 0.14754500000000001 0.10350500000000001 -0.51843499999999987 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 20 11 -8 22 -7 12 -1 -14 18 -10 -12 27 28 24 -3 -15 -4 -17 26 -5 -6 -2 -13 -30
right_child=1 4 9 25 19 10 8 -9 15 -11 16 14 13 21 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015448968503989425 0.0012195476743520476 0.00061432506231700679 0.0011743381418174127 0.00074292041994387806 0.00045239840111335815 0.00063347593826406149 0.00096495275804333355 0.0014602122370759507 0.00095837330409124784 0.00075188471636315995 0.0011263376680993233 0.001422350113006199 0.0011867005219743923 0.0010484389006201703 0.0010847050429506891 0.00066395498284119875 0.00082178944800080363 0.00087787220059334231 0.0012019648710737743 0.00053640368421243147 0.00035662371015028979 0.00076131486718770622 0.00088067465399692011 0.00047106169557449323 6.9849237784288436e-05 0.00049289068377582855 0.00019433281950506509 0.00103464524389482 0.0012676103585440798 0.0011134641788999853
leaf_weight=25 75 30 45 60 33 20 54 85 20 66 112 35 84 22 134 122 28 29 573 26 66 53 22 42 22 24 30 40 1106 38
leaf_count=25 75 30 45 60 33 20 54 85 20 66 112 35 84 22 134 122 28 29 573 26 66 53 22 42 22 24 30 40 1106 38
internal_value=0 0.000690915 0.00120002 0.000941731 0.000562407 0.00121633 0.000640805 0.00123155 0.00072295 0.000916124 0.00101143 0.00122216 0.00109631 0.00102577 0.00123444 0.000651927 0.00106543 0.00109938 0.00124589 0.000326507 0.000437155 0.000845538 0.00107791 0.000614555 0.000262304 0.000671483 0.00032951 0.00115523 0.00126724 0.00126249
internal_weight=0 673 2448 228 445 2315 334 2155 238 133 160 2070 184 159 1886 184 140 144 1752 111 96 75 67 164 85 84 63 115 1179 1144
internal_count=3121 673 2448 228 445 2315 334 2155 238 133 160 2070 184 159 1886 184 140 144 1752 111 96 75 67 164 85 84 63 115 1179 1144
is_linear=0
shrinkage=0.00196078


Tree=5214
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 1 2 16 2 50 1 2 3 2 4 49 1 3 3 15 14 51 1 51 11 1 4
split_gain=35.6542 5.66233 3.30313 3.15887 2.47628 1.70148 1.41734 1.25639 0.915282 0.760334 0.707988 0.639274 0.596096 0.585479 1.00825 0.678077 0.497243 0.528169 0.32551 0.320614 0.309397 0.322242 0.304683 0.302854 0.352244 0.286837 0.261367 0.254863 0.235068 0.225176
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13501500000000002 -0.52595999999999987 -1.0000000180025095e-35 0.086295000000000011 0.080270000000000022 0.089775000000000008 -0.12711499999999995 0.10045500000000002 -0.033174999999999989 -0.017229999999999999 0.14754500000000001 -0.13927999999999999 -0.097174999999999984 -0.089964999999999976 -0.46166999999999997 -0.065634999999999985 0.12873500000000002 0.11144500000000002 0.075910000000000019 0.11910500000000002 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 13 18 -5 10 -7 25 19 26 15 -15 -13 -18 -6 22 27 -22 -4 -19 -25 -3 -1 -12 -9 -23
right_child=1 2 12 8 7 9 -8 28 -10 -11 20 16 -14 14 -16 -17 17 23 -20 -21 21 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012256875319387195 0.001162839006922772 0.0005581068667406113 0.0004309385186502205 0.0010732325131230425 0.00082287265946105964 0.00075254753565921827 0.00147937793775099 0.00076661041018620036 0.00067403903036818038 0.00084846486094760786 0.0010441248542537875 0.00089878070448202627 0.00057068844944693168 0.0008462928399151446 0.00077908006428247867 0.0011774175932908497 0.00085750042461535164 0.00074464280398720808 0.0011042065277590653 0.00011153986414913592 0.00090719753055162325 0.0011621770186751497 0.00013574167592998813 0.00029328070367042091 0.00056612958036243754 0.00034740353742047616 0.0010698479805371015 0.0013013873121143411 0.00048601012623000647 0.0010718482657227101
leaf_weight=1096 74 46 41 34 21 21 70 24 63 48 20 24 27 25 28 486 27 30 64 42 31 200 20 21 136 54 43 57 22 226
leaf_count=1096 74 46 41 34 21 21 70 24 63 48 20 24 27 25 28 486 27 30 64 42 31 200 20 21 136 54 43 57 22 226
internal_value=0 0.000651136 0.000587921 0.00116072 0.00066458 0.00117503 0.00120601 0.000893438 0.000813963 0.00108522 0.0011057 0.000575881 0.000311358 0.00119461 0.00114137 0.00116122 0.000631156 0.000601142 0.0010347 0.000243379 0.00111958 0.00110021 0.000334153 0.000564127 0.000529634 0.000444327 0.0012198 0.00123457 0.00063241 0.00111426
internal_weight=0 673 599 2448 469 2351 1748 131 97 603 555 338 130 1678 539 511 238 214 85 103 534 457 61 187 157 100 1139 77 46 426
internal_count=3121 673 599 2448 469 2351 1748 131 97 603 555 338 130 1678 539 511 238 214 85 103 534 457 61 187 157 100 1139 77 46 426
is_linear=0
shrinkage=0.00196078


Tree=5215
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 4 2 1 1 47 150 0 49 1 4 1 50 12 4 2 1 13 4 12 157 0 2 4
split_gain=50.5874 7.83634 3.8181 3.54526 2.75221 2.7161 1.83334 1.72331 1.27152 1.13029 0.926254 0.739303 0.713658 0.687703 0.924743 0.743638 0.716513 0.684939 0.61203 0.479449 0.461757 0.422146 0.414426 0.414414 0.375082 0.351379 0.343772 0.340642 0.329983 0.320134
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 0.062655000000000016 0.27287000000000006 0.14122000000000004 0.09253500000000002 0.12000500000000001 0.10019500000000002 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0082450000000000006 0.12337000000000002 0.041865000000000006 0.09141500000000001 -0.52556499999999995 0.31358000000000003 0.13075500000000004 -1.0000000180025095e-35 0.061775000000000004 0.095780000000000018 -0.08107499999999998 -0.07929499999999999 0.087995000000000004 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 13 11 12 -4 -9 23 25 14 15 -1 19 29 21 20 -15 -6 -5 -3 -13 -7 -21 -22 -17 -2
right_child=1 4 9 22 18 8 -8 10 -10 -11 -12 24 -14 16 -16 28 -18 -19 -20 26 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013598858679307762 0.0014012568125537797 0.00065522544421033274 0.0012491121750664409 0.00079779627150095077 0.00032244478843325457 0.0013372960008177623 0.0016823558083655194 0.00070948205045261246 0.00089008422619215558 0.00080550268624027753 0.00039921774951260091 0.0011990407226132411 0.00094495831732418372 0.0016957451772811772 0.0015225153570601103 0.0011693326479217173 0.0012308918254317922 0.00093606093069220598 0.00057955085908148441 0.0011005266902604802 0.0014275703706300594 1.547194460370377e-05 0.00049292840310098489 0.00089863240084504196 0.00085413732830389041 0.0012165558483796177 0.0013573308590082598 0.0013199513019108231 0.00089615128242605138 0.0011939247476494656
leaf_weight=44 50 92 34 60 61 180 79 61 41 63 94 22 27 23 36 34 104 27 26 21 970 24 24 38 27 191 439 128 34 67
leaf_count=44 50 92 34 60 61 180 79 61 41 63 94 22 27 23 36 34 104 27 26 21 970 24 24 38 27 191 439 128 34 67
internal_value=0 0.000735231 0.00134223 0.00103082 0.000583782 0.00135795 0.00138989 0.000672677 0.00121887 0.000960995 0.000521322 0.00080374 0.00125274 0.00137728 0.00124914 0.00116126 0.00138854 0.00121757 0.000316295 0.00139891 0.00142078 0.00023577 0.000710691 0.000726375 0.00100899 0.00127514 0.00134561 0.00141502 0.00103274 0.00128253
internal_weight=0 673 2448 228 445 2351 1912 334 439 97 155 179 398 1833 148 112 1685 144 111 1581 1121 85 84 130 49 371 460 1098 68 117
internal_count=3121 673 2448 228 445 2351 1912 334 439 97 155 179 398 1833 148 112 1685 144 111 1581 1121 85 84 130 49 371 460 1098 68 117
is_linear=0
shrinkage=0.00196078


Tree=5216
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 47 3 16 0 4 4 133 1 0 0 1 1 160 12 0 4 13 15 14 151 15 3 49 2 160
split_gain=1.66469 0.239374 0.212126 0.149346 0.169941 0.148183 0.143115 0.130308 0.18667 0.107114 0.105035 0.103337 0.100386 0.0966868 0.0733709 0.0920928 0.260868 0.140522 0.0848597 0.0793864 0.075685 0.0585767 0.0803065 0.0550611 0.0638015 0.0622596 0.0549598 0.057209 0.0961178 0.0534183
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.050935000000000008 0.11924500000000002 0.077555000000000013 -0.059315 0.15273500000000004 -0.071924999999999989 0.10528000000000001 0.053180000000000012 0.085355000000000014 0.16175000000000003 -0.13027499999999997 -0.074479999999999977 0.081670000000000006 0.090540000000000023 -0.081069999999999989 0.09474500000000001 -0.071719999999999992 -0.078439999999999996 -0.004174999999999999 -0.033689999999999991 -0.46166999999999997 0.050660000000000004 -0.56368999999999991 -0.059315 -0.014989999999999998 0.089885000000000007 -0.077459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 7 -2 8 13 21 14 -10 23 -1 26 17 -17 -16 -19 -18 -20 -8 -23 -3 25 -25 27 28 29 -4
right_child=1 12 10 -5 -6 -7 9 -9 11 -11 -12 -13 -14 -15 15 16 19 18 20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0079007331997947034 0.010910815912827205 0.0072808243743943514 0.0097996792611148627 0.015649817419415787 0.0015642890185028173 0.014188645007227786 0.0036478336698011213 0.013028317087446339 -0.00053186712457853206 0.01228699378669262 0.01043259287300154 0.0079373782761394986 -0.0022264088653028012 0.012698717700091256 0.0045577940738035574 0.02380730468957197 0.0071710659407785747 0.013770591487111742 0.0053389762900769716 0.013171362221170137 0.010949973418754488 0.010509027575529684 0.002766569517552853 0.0077429410205998766 0.0087254967032508422 0.0022598147350640983 0.017920735412785275 0.013067111102483051 0.0049477362438388496 0.014728531156948142
leaf_weight=126 104 53 45 42 26 67 92 64 34 25 247 25 25 63 36 21 29 86 30 92 121 37 21 24 22 151 22 1325 23 43
leaf_count=126 104 53 45 42 26 67 92 64 34 25 247 25 25 63 36 21 29 86 30 92 121 37 21 24 22 151 22 1325 23 43
internal_value=0 0.00590917 0.0119535 0.00997378 0.00938515 0.00992167 0.00797288 0.00900537 0.00796719 0.0062269 0.0123709 0.0030568 0.00381544 0.00950006 0.0126265 0.0114534 0.0135189 0.010379 0.0112632 0.0117333 0.00983521 0.00521688 0.00770572 0.00441963 0.00364987 0.00301179 0.0129604 0.0128844 0.0107037 0.0122081
internal_weight=0 554 2567 447 405 379 279 312 248 175 2120 59 275 189 1873 415 142 273 237 121 151 150 58 250 197 175 1458 1436 111 88
internal_count=3121 554 2567 447 405 379 279 312 248 175 2120 59 275 189 1873 415 142 273 237 121 151 150 58 250 197 175 1458 1436 111 88
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 2 1 14 4 1 13 39 3 1 0 132 1 43 3 0 13 15 1 1 0
split_gain=22.7464 2.82453 2.55268 1.40548 1.33015 1.11331 1.09171 0.763873 0.715557 0.765237 0.659613 0.641462 0.454879 0.364402 0.757731 0.431418 0.351221 0.341019 0.322677 0.279405 0.266704 0.327719 0.25507 0.251081 0.214578 0.193 0.185328 0.180622 0.17747 0.176184
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.12358500000000001 0.14122000000000004 0.14753000000000002 0.09173000000000002 -1.0000000180025095e-35 0.10803500000000001 0.089775000000000008 0.09253500000000002 0.076175000000000007 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 0.098220000000000016 0.149315 0.090540000000000023 -0.066089999999999996 0.088890000000000011 0.15799000000000005 0.05259500000000001 -0.017889999999999996 -0.014954999999999998 -0.078279999999999975 -0.41942499999999994 0.12000500000000001 0.12958500000000003 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 7 10 8 -2 27 28 12 -4 18 15 25 -12 17 23 -1 -20 21 -8 -17 -11 -9 -15 -6 -3 -10 -25
right_child=1 6 11 -5 26 -7 20 24 9 16 13 -13 -14 14 -16 22 -18 -19 19 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00098444781892334044 0.0009155714248188239 0.00046137161248552256 0.00085805176403867605 0.0005945381244608001 0.00054343338607072157 0.00062402657476810103 0.00024631650421150865 0.00071677213782253872 0.00088287533365468925 0.00038855828331541036 0.00066899333695292357 0.00053468756216429011 0.001146850397431262 0.00094643786715948241 0.00056610923942202829 0.00097714066217953412 0.00026947811582491576 0.00037068245959851669 0.00092665745743596812 0.00069083829212979002 0.00040951545468554572 -4.6782964183127179e-05 0.00086274329907969852 0.00056947158908541185 0.00047431574484932046 0.00085570828610436053 0.00029357184623094167 0.00026273497005961107 0.00062766969788308235 0.00078437721174137265
leaf_weight=1082 81 24 34 45 21 41 55 36 22 22 21 77 58 144 30 404 29 48 241 21 23 20 92 55 23 241 25 66 20 20
leaf_count=1082 81 24 34 45 21 41 55 36 22 22 21 77 58 144 30 404 29 48 241 21 23 20 92 55 23 241 25 66 20 20
internal_value=0 0.000496967 0.000924492 0.000937828 0.000696913 0.000944332 0.000404914 0.00079196 0.000462596 0.000523801 0.000949959 0.000633736 0.000976834 0.00090953 0.000866255 0.000944267 0.000466462 0.000505859 0.000969497 0.000907756 0.000224802 0.000168157 0.000955922 0.00057275 0.000622255 0.000889644 0.000407639 0.000315705 0.000761349 0.00062678
internal_weight=0 590 2531 2420 186 2375 404 140 306 216 2334 111 1402 932 415 517 174 145 1344 262 98 75 496 97 59 385 46 90 42 75
internal_count=3121 590 2531 2420 186 2375 404 140 306 216 2334 111 1402 932 415 517 174 145 1344 262 98 75 496 97 59 385 46 90 42 75
is_linear=0
shrinkage=0.00196078


Tree=5218
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 1 14 2 4 0 16 0 12 2 150 131 2 2 11 0 4 4 15 43 2
split_gain=29.557 3.46839 3.20769 2.30548 1.89869 1.22963 1.15107 0.929577 0.779885 0.680741 0.626989 0.575273 0.547441 0.789671 0.546872 0.41924 0.418619 0.34797 0.337728 0.341646 0.320278 0.362515 0.308858 0.288475 0.298569 0.27457 0.259237 0.250589 0.230436 0.453556
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.091545000000000015 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.10124500000000002 0.076175000000000007 0.14285500000000004 0.27834500000000006 -0.23194499999999998 -0.037154999999999994 -0.13027499999999997 0.13597000000000004 0.10402500000000002 0.084335000000000007 0.082750000000000004 0.31358000000000003 0.11389000000000002 0.080455000000000013 -0.062764999999999974 -0.0070899999999999991 -0.059649999999999988 -0.03241999999999999 -0.04890499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 14 12 11 25 -6 17 18 16 13 -3 -1 -7 -4 23 19 -10 21 -14 26 24 -8 -5 -16 -28 -2 -30
right_child=1 5 6 7 8 15 9 -9 10 -11 -12 -13 20 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013052023216789843 0.00046825292013298131 0.00063132385677002747 0.00086480243995097671 0.0011039924851514698 0.0010389888855869599 0.00049748182756327141 0.0010453567458572339 0.00059433630198502238 0.00096480816091392557 0.00088647201207642159 0.0005778284772216518 0.0013131119876159934 0.00024043570923300842 0.00031451111218452692 0.0010957465598396227 0.00086794105332220917 0.0010956037278314849 0.00082050827989874856 0.00057906985255071317 0.00071886813097978518 0.00043923764772640136 -6.6385721130406158e-05 0.00075413112978196166 0.001163980024522606 0.00092436579833069909 0.00088856965692993858 0.0009940488953325971 0.000742602383754417 0.00085975218584193264 0.00054269048003617918
leaf_weight=22 77 43 31 46 31 24 500 29 49 154 85 46 57 102 70 23 1191 29 21 39 20 20 21 65 93 45 64 20 22 82
leaf_count=22 77 43 31 46 31 24 500 29 49 154 85 46 57 102 70 23 1191 29 21 39 20 20 21 65 93 45 64 20 22 82
internal_value=0 0.000541978 0.00102932 0.000689288 0.000873272 0.000388551 0.00106055 0.000900042 0.000750204 0.0010043 0.000704058 0.00109785 0.000332186 0.000408462 0.00101383 0.00067877 0.00108975 0.00103071 0.000802495 0.000855812 0.000218164 0.000160742 0.000977201 0.00103997 0.00102638 0.000997465 0.00100762 0.000934181 0.000549562 0.000609761
internal_weight=0 590 2531 301 422 289 2109 120 225 841 194 1268 242 145 197 47 1222 687 109 88 97 77 175 658 593 91 154 84 181 104
internal_count=3121 590 2531 301 422 289 2109 120 225 841 194 1268 242 145 197 47 1222 687 109 88 97 77 175 658 593 91 154 84 181 104
is_linear=0
shrinkage=0.00196078


Tree=5219
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 14 1 2 2 2 4 2 47 52 457 12 39 1 3 0 15 130 4 16 12 133 160
split_gain=55.0041 8.84806 5.0842 4.11328 3.01532 2.65091 2.38107 1.9429 1.81059 1.68354 1.38298 1.06808 1.00533 0.897891 0.560677 0.47987 0.433676 0.425204 0.528858 0.377051 0.34605 0.31647 0.301703 0.301522 0.294257 0.287324 0.286212 0.284308 0.270312 0.407399
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.10672500000000001 0.14753000000000002 0.27834500000000006 0.094835000000000017 0.090100000000000013 -0.56176499999999996 0.080930000000000016 0.086915000000000006 0.087880000000000014 0.087135000000000004 -0.010424999999999999 -0.095504999999999993 0.090455000000000021 0.012250000000000002 0.033845000000000007 -0.16075999999999999 0.096475000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 15 6 8 12 10 14 20 27 13 -4 -1 19 -12 25 -19 28 -5 -15 -22 -10 -16 -18 -14 -6 -3 -30
right_child=1 2 7 5 11 -7 -8 -9 23 -11 16 -13 26 21 24 -17 17 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016018989915941276 0.0015142149608140143 0.00065512097243106723 0.00089179887564158904 0.0015934338730776629 0.0015237124153861293 0.00081951321778344179 0.0010498254460939067 0.0010263479602482183 0.0019246648268110038 0.00095153495295009771 0.0016621057431664141 0.00091437576886485605 0.00048399380904831364 0.00068747167429200401 0.0011211885822837761 0.0010611814398604068 0.0014939807275791653 0.0010669239113093032 0.0014921600593390098 0.00066045140829660578 0.0013689366924779034 0.00047165885314544206 0.0015430585055376735 0.0016901667274743966 0.0014170649077962427 0.0014050830557843701 0.00025893147477408805 0.0012740212445165595 0.0010859710375844944 0.00082743241648749739
leaf_weight=28 76 22 40 931 27 20 38 37 49 64 43 28 45 41 28 33 545 23 22 51 43 72 347 37 24 188 42 50 31 96
leaf_count=28 76 22 40 931 27 20 38 37 49 64 43 28 45 41 28 33 545 23 22 51 43 72 347 37 24 188 42 50 31 96
internal_value=0 0.000883046 0.000805048 0.00150999 0.000966441 0.00153024 0.00153652 0.000608114 0.00154482 0.00118857 0.00153362 0.00124232 0.000543636 0.000639332 0.0013782 0.000842117 0.00147042 0.00145982 0.00127482 0.000805971 0.00157289 0.000549963 0.00152386 0.00182378 0.00125775 0.00147118 0.000375343 0.00136158 0.00085578 0.00089054
internal_weight=0 691 615 2430 338 2286 2266 277 2228 144 2142 105 240 153 80 233 821 778 45 200 1321 113 390 86 52 733 87 77 149 127
internal_count=3121 691 615 2430 338 2286 2266 277 2228 144 2142 105 240 153 80 233 821 778 45 200 1321 113 390 86 52 733 87 77 149 127
is_linear=0
shrinkage=0.00196078


Tree=5220
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 14 2 2 123 133 41 4 51 12 1 151 4 4 474 131 13 12 10 16 43 1 2 3 16 40
split_gain=1.9586 0.42974 0.246206 0.163144 0.15631 0.136935 0.144064 0.0921103 0.0993015 0.0799866 0.0789987 0.0892343 0.108047 0.102477 0.0977368 0.132914 0.0844731 0.0773077 0.0733706 0.0668946 0.0668415 0.0781194 0.126705 0.080653 0.0716072 0.0664566 0.205556 0.082147 0.0653325 0.132751
threshold=0.10312500000000001 -0.40967499999999996 0.13559000000000002 0.095545000000000005 0.088105000000000003 0.076975000000000002 -0.13033999999999998 0.14122000000000004 0.084025000000000016 0.089200000000000015 0.083975000000000008 -0.011209999999999999 0.045645000000000005 0.091325000000000003 0.095950000000000021 -0.0060399999999999994 -0.036839999999999991 0.40473500000000007 0.09419000000000001 0.091440000000000007 -0.059629999999999996 -0.54415499999999983 -0.062879999999999978 -0.39185999999999993 -0.050459999999999998 0.077565000000000009 0.089775000000000008 -0.11171999999999999 -0.0094449999999999968 -0.0036699999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 9 6 -1 8 10 18 11 12 16 -14 15 -13 -5 -6 28 -2 21 -4 -23 -24 -22 -8 27 -27 -3 -30
right_child=1 2 20 7 17 -7 25 -9 -10 -11 -12 14 13 -15 -16 -17 -18 -19 -20 -21 24 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0052719212742522361 0.015412158488761636 0.00777493181003197 0.0069864485291359218 0.012459565880009904 0.012271895318702666 0.018191302942872887 0.0142449461515326 0.0074186248818366995 0.0069998369382863693 0.0027554709137842547 0.0064831589441746475 0.018667194692211019 0.023973835948854688 0.013850733106955887 0.0049559700701917921 0.011173857726559315 0.017493643070047256 0.007059584505765177 0.012666012931858067 0.0088544389209710053 0.0027989361459055009 -0.0065341432485729461 -0.0010334948092819221 0.0061234018430695869 0.0090295088178079051 0.007593226586670979 0.0058092874615747287 0.013709015472604677 0.0089343036837156182 0.00036601321306079632
leaf_weight=20 70 184 23 200 93 71 1138 41 33 46 20 27 20 20 21 192 40 41 23 20 39 20 31 32 35 23 38 487 33 40
leaf_count=20 70 184 23 200 93 71 1138 41 33 46 20 27 20 20 21 192 40 41 23 20 39 20 31 32 35 23 38 487 33 40
internal_value=0 0.0074848 0.00657495 0.0134027 0.00780187 0.0138883 0.0137092 0.0119975 0.0123251 0.00662003 0.0126505 0.0128877 0.0141005 0.0189123 0.0114728 0.0120977 0.0132986 0.0106771 0.00725492 0.0139549 0.00343948 0.0018294 0.000400333 0.00260175 0.00574583 0.0138093 0.0129045 0.0134332 0.00677066 0.00423935
internal_weight=0 730 640 2391 460 1777 1706 614 573 326 540 520 280 40 240 219 240 134 280 90 180 106 83 63 74 1686 548 510 257 73
internal_count=3121 730 640 2391 460 1777 1706 614 573 326 540 520 280 40 240 219 240 134 280 90 180 106 83 63 74 1686 548 510 257 73
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=31
num_cat=0
split_feature=1 4 123 150 44 4 2 15 11 3 4 2 1 0 1176 47 12 1 12 42 14 43 52 13 157 475 15 13 4 43
split_gain=1.59179 0.230023 0.208123 0.149572 0.125933 0.148401 0.122724 0.100667 0.117202 0.0957455 0.150153 0.0940045 0.0938517 0.0857275 0.0849109 0.0805681 0.076647 0.0856401 0.100962 0.0745448 0.0718214 0.0712529 0.0700884 0.0850952 0.104885 0.114802 0.0850986 0.096698 0.0817639 0.0683158
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.084680000000000019 1.0000000180025095e-35 0.36766000000000004 0.14122000000000004 0.024640000000000006 0.075910000000000019 0.090900000000000009 -0.059649999999999988 1.0000000180025095e-35 0.13075500000000004 0.024095000000000002 0.085295000000000024 0.11518500000000002 0.091625000000000012 0.09697500000000002 0.085635000000000003 -0.0060199999999999993 0.078235000000000013 -0.078844999999999985 0.42957000000000006 0.084330000000000016 -0.08107499999999998 -0.06562999999999998 -0.079249999999999987 -0.014169999999999999 -0.036839999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 6 7 9 -9 14 -11 15 -3 -14 16 -2 17 -1 -19 -4 -10 -21 23 24 -18 -26 27 -27 -28 -13
right_child=1 12 19 -5 -6 -7 -8 8 20 10 -12 29 13 -15 -16 -17 22 18 -20 21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.012823629513030593 0.013655862032364194 0.005941530269657022 0.013060174945911225 0.0043895452306037998 0.018398370311385203 0.0066996067077315482 0.0066767623625332258 0.012631689216527754 0.020962152795659175 0.011751341663018269 0.0035418916443312495 0.0026940521228915222 0.0033155284106032926 -0.0029955970624891614 0.0058102504593198715 0.0082210441506368678 0.0026862434821114654 0.0030260191566776487 0.012740847849003648 0.0080270183098792736 0.014178959058748709 0.001455596005793528 0.015269803639966995 0.013061461173294282 0.015840682964771986 0.013694339889722566 0.0019447376577021635 0.0073584713447743507 0.0087007579750116963 0.0088466328726607875
leaf_weight=682 65 124 22 82 31 52 41 1041 27 56 37 26 125 26 23 47 21 20 23 77 37 21 32 88 30 63 23 39 81 59
leaf_count=682 65 124 22 82 31 52 41 1041 27 56 37 26 125 26 23 47 21 20 23 77 37 21 32 88 30 63 23 39 81 59
internal_value=0 0.00595535 0.0118658 0.00797835 0.0120652 0.011984 0.0121002 0.0121959 0.012887 0.0115689 0.00848522 0.00947217 0.00390293 0.00222884 0.0118238 0.0113752 0.0119493 0.0125507 0.00822232 0.00779976 0.0170406 0.00661886 0.0107928 0.0103775 0.00945854 0.0100612 0.00921949 0.0112718 0.00720664 0.00696467
internal_weight=0 554 2567 279 2447 2416 2364 2323 1105 1218 93 197 275 151 1125 112 1102 725 43 120 64 98 377 345 257 236 206 102 104 85
internal_count=3121 554 2567 279 2447 2416 2364 2323 1105 1218 93 197 275 151 1125 112 1102 725 43 120 64 98 377 345 257 236 206 102 104 85
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 4 2 4 132 15 1 4 123 14 2 40 11 51 1 2 49 133 133 4 12 0 0 13 1454 483
split_gain=1.2914 0.28993 0.147501 0.132568 0.147728 0.120699 0.110234 0.102515 0.100685 0.115852 0.165436 0.0895482 0.0877049 0.0768042 0.0668487 0.0660243 0.064866 0.0782973 0.0684145 0.153233 0.0704749 0.068562 0.194683 0.0904385 0.101977 0.0610574 0.0720664 0.0599602 0.0593666 0.0816937
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 0.092365000000000017 0.41257000000000005 0.088890000000000011 -0.41942499999999994 0.14173500000000003 -0.062539999999999984 0.10695000000000002 -0.23083499999999998 0.14122000000000004 -0.077474999999999988 1.0000000180025095e-35 0.084305000000000019 0.080270000000000022 0.089885000000000007 0.11560500000000001 0.024320000000000005 0.09635500000000001 -0.080584999999999976 0.096295000000000019 -0.14454499999999995 -0.11173999999999999 -0.085804999999999979 0.083100000000000021 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 15 -5 6 16 -2 9 -4 -11 -6 13 -13 -8 -3 18 -18 20 21 25 -20 -23 -24 -25 -1 -27 -17 29 -28
right_child=1 2 8 4 11 -7 14 -9 -10 10 -12 12 -14 -15 -16 27 17 -19 19 -21 -22 22 23 24 -26 26 28 -29 -30 -31
leaf_value=0.017351801060140132 0.010051320460085191 0.0049138306221221673 0.0051347959963701818 0.012406810539725581 0.010610376374097542 0.0034739250544754958 0.010157625161032956 0.0053881546977208932 0.0069392429806454025 0.0023757910155556882 -0.0089050854556262504 0.0097637706565567202 -0.0012000853384268426 0.0046136281910130984 0.0060090861453606587 0.0027468904563835985 0.016423940359998276 0.0090414555184543145 0.011297459726899826 0.0017504855990409852 0.0067949518681936234 0.0014381439071790925 0.014647103449317148 0.003030676394701004 0.012128680382323053 0.0058294217847287659 0.017095936714641512 -0.0042694083015833587 0.0077948742224287024 0.011871261904255026
leaf_weight=20 179 51 24 38 32 22 738 64 23 26 26 36 21 148 41 29 51 20 397 20 28 29 37 22 28 20 31 21 34 865
leaf_count=20 179 51 24 38 32 22 738 64 23 26 26 36 21 148 41 29 51 20 397 20 28 29 37 22 28 20 31 21 34 865
internal_value=0 0.00601367 0.00457639 0.00548061 0.00661855 0.0108469 0.010915 0.00882316 0.00114218 -0.000612191 -0.00326465 0.00569048 0.00492249 0.00562126 0.00993928 0.00238225 0.0113895 0.0143444 0.0112525 0.0103378 0.011741 0.0106726 0.00853385 0.0108991 0.00812556 0.0118838 0.0117687 -0.000199955 0.0118964 0.012052
internal_weight=0 718 475 376 275 2403 2381 243 99 76 52 237 205 184 779 101 1602 71 1531 533 998 513 116 87 50 970 950 50 930 896
internal_count=3121 718 475 376 275 2403 2381 243 99 76 52 237 205 184 779 101 1602 71 1531 533 998 513 116 87 50 970 950 50 930 896
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 14 1 47 2 2 2 2 2 47 13 1 0 12 52 1 2 39 12 52 40 14 0 16 4
split_gain=36.9888 6.27072 3.84205 2.95507 2.22364 1.72272 1.41079 1.28247 1.25471 1.20361 0.86472 0.794818 0.695734 0.403453 0.364748 0.359375 0.351207 0.315542 0.303849 0.297328 0.414207 0.493805 0.266814 0.227154 0.221666 0.232035 0.219013 0.21204 0.19693 0.533124
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.13754500000000003 0.10672500000000001 0.089885000000000007 0.17025000000000004 0.094835000000000017 0.090100000000000013 -0.0021749999999999994 0.086920000000000011 -0.23091999999999999 0.10061500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.10166000000000001 0.095780000000000018 0.12354000000000001 -0.063404999999999989 -0.46166999999999997 -0.095504999999999993 -0.42170999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 14 6 9 13 12 11 18 16 15 -1 17 24 -5 -3 -6 -13 23 -22 -15 -21 25 -4 -19 -18 -28 -30
right_child=1 2 8 5 10 -7 -8 -9 -10 -11 -12 19 -14 22 -16 -17 27 26 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0012300020676572578 0.0011482712642603983 0.00074502653246667197 0.0004210452388263311 0.0012002333960345328 0.0011537247770191993 0.00057526278373438349 0.0013995918525553596 0.0006602379725905304 0.00071616142230117254 0.00079291371513152162 0.00064283916227568202 0.0012604571073717358 0.00012751351827302551 0.0010635911847533051 0.00077761731466607139 0.00051708288220174057 0.0010003897210696055 0.00068619490389011206 0.00090719272313954404 0.0011362963867613107 0.00070356185591170383 0.001067707157060896 0.00077945170406666067 0.0010656076095844483 0.00051350625276210763 0.00023129414023186255 0.00060989475107151036 0.0011462708640984933 0.00052013435565373477 0.00018277413236375862
leaf_weight=26 76 28 37 927 40 20 86 67 37 37 30 43 52 27 32 55 43 26 37 413 22 41 24 303 21 75 39 351 83 23
leaf_count=26 76 28 37 927 40 20 86 67 37 37 30 43 52 27 32 55 43 26 37 413 22 41 24 303 21 75 39 351 83 23
internal_value=0 0.000616922 0.000551259 0.00113105 0.000691558 0.00114821 0.00115327 0.00085861 0.000380064 0.00114355 0.000925236 0.0011496 0.000328248 0.00103122 0.000583318 0.000383771 0.00117939 0.000552074 0.00103526 0.00110173 0.00109297 0.000940545 0.000929878 0.00110638 0.000328642 0.00029398 0.000520479 0.00113035 0.000490764 0.000446934
internal_weight=0 691 615 2430 338 2286 2266 144 277 2180 107 2143 240 77 231 188 1321 199 77 822 779 63 51 716 133 112 171 394 145 106
internal_count=3121 691 615 2430 338 2286 2266 144 277 2180 107 2143 240 77 231 188 1321 199 77 822 779 63 51 716 133 112 171 394 145 106
is_linear=0
shrinkage=0.00196078


Tree=5224
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 4 4 0 15 3 150 1 12 39 4 1 47 0 47 157 0 16 10 0
split_gain=42.0089 7.11125 4.40354 3.82931 2.97072 1.92672 1.24509 1.16897 1.12756 0.962414 0.955318 0.885481 0.602729 0.796638 0.779554 0.543784 0.488094 0.452308 0.433489 0.409581 0.362865 0.361766 0.354692 0.337982 0.327327 0.315661 0.283226 0.266071 0.264364 0.253532
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.14960000000000004 0.40945500000000007 0.40473500000000007 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.30112000000000005 1.0000000180025095e-35 0.076935000000000017 0.09141500000000001 0.087735000000000021 -0.52556499999999995 0.083345000000000016 0.090100000000000013 -0.030209999999999997 0.093140000000000014 -0.08107499999999998 -0.07929499999999999 -0.039889999999999988 -0.38124499999999995 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 -5 10 16 15 -6 13 14 -1 19 17 23 20 -4 -15 -14 29 -7 -23 -20 -22 -16 -10 -3
right_child=1 2 8 7 11 9 -8 -9 28 -11 -12 -13 21 18 27 -17 -18 -19 25 -21 26 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001211791745333822 0.0010845659852470112 0.00062778974992031738 0.00069525580766131791 0.00097547459470875126 0.00099191284231539079 0.00099617765739086592 0.0013541590645371085 0.00052433761408905569 0.00010851500166479107 0.00060193051821460911 0.00021399731928654472 0.00059905627584906618 0.0010453575839498629 0.001400510046411963 0.0006673793342676671 0.0002107740659546854 0.00074825490563133952 0.0011286542950180588 0.00082614426227176887 0.00038109106324834933 0.0011450609104523733 0.00064634517967408777 0.00065792819357239727 0.00080175671057823377 0.00097477846265006131 0.0010780781081648648 0.0010445103124134198 0.0009556764413776132 -0.00017558639996922482 0.00040820550321797827
leaf_weight=23 74 23 39 34 71 290 76 63 34 26 132 32 99 20 32 22 30 92 20 27 980 20 32 39 28 435 121 20 20 167
leaf_count=23 74 23 39 34 71 290 76 63 34 26 132 32 99 20 32 22 30 92 20 27 980 20 32 39 28 435 121 20 20 167
internal_value=0 0.00051112 0.000440277 0.00106426 0.000594642 0.00108001 0.00110833 0.000682468 0.000257178 0.000968751 0.000319496 0.00086986 0.00109794 0.00110865 0.000911212 0.000477744 0.000989898 0.00100712 0.00111805 0.000566734 0.00113877 0.000977627 0.000466951 0.000973131 0.000837931 0.001067 0.00113401 0.000778263 3.29226e-06 0.000434787
internal_weight=0 673 599 2448 325 2351 1874 97 274 477 220 103 1798 1651 75 88 451 421 1576 66 1121 147 222 329 48 455 1101 52 54 190
internal_count=3121 673 599 2448 325 2351 1874 97 274 477 220 103 1798 1651 75 88 451 421 1576 66 1121 147 222 329 48 455 1101 52 54 190
is_linear=0
shrinkage=0.00196078


Tree=5225
num_leaves=31
num_cat=0
split_feature=1 3 123 39 4 2 2 132 2 42 4 14 1 158 1446 159 457 2 48 3 52 4 52 16 160 16 52 52 4 11
split_gain=1.45096 0.219796 0.19157 0.189522 0.143824 0.116436 0.111191 0.0940719 0.0882812 0.0813321 0.0792775 0.0755223 0.069936 0.0642986 0.0749554 0.0686467 0.0637847 0.0677501 0.0636152 0.0626353 0.116445 0.0594781 0.0667255 0.0609584 0.0665962 0.0634025 0.0675975 0.0663819 0.125888 0.0583944
threshold=0.10920500000000001 0.31534000000000006 1.0000000180025095e-35 0.087735000000000021 -0.033174999999999989 1.0000000180025095e-35 0.10045500000000002 0.10365500000000001 0.15950500000000004 -0.019989999999999997 0.066685000000000008 0.076975000000000002 0.077845000000000011 0.11817500000000002 0.11581000000000001 0.11389500000000001 0.080930000000000016 0.14122000000000004 0.083685000000000009 -0.15327499999999997 -1.0000000180025095e-35 0.057560000000000007 0.039215000000000007 -0.080509999999999984 0.096485000000000015 0.40020000000000006 0.024145000000000003 0.10347000000000002 -0.052259999999999994 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 -6 11 8 -3 -7 -11 13 -4 14 15 19 17 21 -14 20 -1 23 -23 -8 25 26 -25 -28 -29 -13
right_child=1 7 12 -5 5 9 16 -9 -10 10 -12 29 18 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.012993654562160374 0.012440967928185795 0.0016346765880007295 0.011645940332008262 0.0035865136842646752 0.0095908276879498253 -0.00080671938107116151 0.015364267269947699 0.0057363204746346541 -0.006251901161687618 0.0022917722718921139 0.0075987857773802004 0.010717101385428881 0.0020623822535934121 0.015497566532434488 0.01716569036083377 0.0071577984512456371 0.0061045187876228937 0.0064802560932570837 0.0077222325430262757 0.011600995411437304 0.002202700162306428 0.0066806676921148146 0.01168999444693327 0.0063409792550373828 0.015571517082363635 0.012247874336952175 0.015401407108520684 0.0057230696987883162 0.014618157368833914 0.016680382036317425
leaf_weight=20 56 40 28 157 95 20 35 29 22 40 95 24 29 41 23 37 38 41 63 1722 20 65 45 56 28 110 23 41 26 52
leaf_count=20 56 40 28 157 95 20 35 29 22 40 95 24 29 41 23 37 38 41 63 1722 20 65 45 56 28 110 23 41 26 52
internal_value=0 0.00552802 0.011171 0.00641107 0.00786027 0.0068342 0.0113623 0.00103515 -0.00116379 0.00514465 0.00602634 0.0117073 0.00726997 0.0115813 0.0114931 0.0114206 0.0100453 0.0103639 0.00593815 0.0115101 0.00759818 0.0107351 0.00872994 0.0114265 0.0109412 0.0104348 0.0090688 0.0107661 0.00917489 0.0147972
internal_weight=0 554 2567 463 306 250 2447 91 62 155 135 1939 120 1863 1822 1799 508 470 92 1762 40 429 110 319 284 256 146 90 67 76
internal_count=3121 554 2567 463 306 250 2447 91 62 155 135 1939 120 1863 1822 1799 508 470 92 1762 40 429 110 319 284 256 146 90 67 76
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 14 47 12 1 13 1 1 4 160 0 1 2 4 12 0 150 40 1
split_gain=36.3083 4.38294 3.85776 2.48415 2.18302 1.48465 1.37239 1.14287 1.1116 0.995618 0.773072 0.715933 0.704897 0.592728 0.557826 0.43315 0.428337 0.420328 0.417144 0.414223 0.582784 0.407902 0.368839 0.347939 0.331677 0.393372 0.32196 0.259522 0.231841 0.226043
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14530500000000005 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.081320000000000017 0.13597000000000004 0.16175000000000003 -1.0000000180025095e-35 0.10124500000000002 0.122715 0.0067750000000000006 -0.011159999999999998 -0.13027499999999997 0.12958500000000003 0.11389000000000002 -0.059649999999999988 -1.0000000180025095e-35 -0.092404999999999973 0.084680000000000019 -0.063404999999999989 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 7 12 -3 22 -6 14 -1 21 17 26 -7 28 19 -2 20 -11 -4 -9 24 -13 -26 -8 -22 -10 -5
right_child=1 5 6 29 9 15 10 8 16 13 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014099459862751543 0.0010608342515571782 0.00032553824598136033 0.00092929130233756617 0.00060221456194880835 0.0011201792403084806 0.00030207945170510428 0.0012586500979932913 0.0010500866727182997 0.00057462296529993439 0.00057969098892428122 0.00095729203205933717 0.001166622460055418 0.0014150768924958668 0.00097275407478755933 0.00083563582489343811 -1.4333936179719385e-05 0.00063965087144226358 0.00057866153294656259 0.00078765736909191543 0.00054844859589070559 0.0011485374470551809 0.0011733235962473275 0.00068217241369626094 0.00079789171943199283 0.0010737107261924665 0.00078346186386334224 0.0011016263732349138 0.0008514432773151368 0.00037526302705505858 0.00037071471455586111
leaf_weight=22 83 90 27 50 31 80 54 22 33 20 171 70 46 35 29 21 68 71 29 22 20 1068 20 21 58 26 714 26 70 24
leaf_count=22 83 90 27 50 31 80 54 22 33 20 171 70 46 35 29 21 68 71 29 22 20 1068 20 21 58 26 714 26 70 24
internal_value=0 0.00055684 0.00109698 0.00080591 0.000925849 0.000442169 0.00113122 0.000510795 0.000589073 0.000793888 0.00107692 0.00107657 0.0011773 0.000741749 0.00110259 0.000236291 0.000518873 0.000690899 0.000990101 0.000781454 0.000859123 0.00116731 0.000874889 0.00103465 0.00106694 0.000983872 0.00111267 0.000980615 0.000439136 0.000527134
internal_weight=0 590 2531 186 422 404 2109 303 213 225 968 197 1141 194 797 101 171 159 112 88 66 1095 42 175 154 84 768 46 103 74
internal_count=3121 590 2531 186 422 404 2109 303 213 225 968 197 1141 194 797 101 171 159 112 88 66 1095 42 175 154 84 768 46 103 74
is_linear=0
shrinkage=0.00196078


Tree=5227
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 2 47 2 4 16 1 14 2 34 1 52 457 1 14 0 2 2 4 13 1 15 43 49 15 0
split_gain=36.9568 4.36171 3.78999 2.77892 2.69896 1.68744 1.44718 1.14274 1.13943 1.11333 0.959743 0.843367 0.761712 0.545847 0.538547 0.521361 0.582772 1.51535 0.386328 0.383631 0.33229 0.532384 0.285026 0.274221 0.25258 0.238078 0.30847 0.237936 0.233555 0.377545
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.14122000000000004 0.085505000000000012 0.089775000000000008 0.40124500000000002 -0.034884999999999992 0.09253500000000002 0.076175000000000007 0.13754500000000003 -1.0000000180025095e-35 0.091195000000000012 -0.56176499999999996 0.080930000000000016 0.084525000000000003 0.062655000000000016 -0.066089999999999996 0.10981000000000002 -1.0000000180025095e-35 -0.0070899999999999991 -1.0000000180025095e-35 0.16175000000000003 0.035560000000000008 -0.11278499999999998 -0.054319999999999993 -0.15914499999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 20 7 12 11 22 -8 -4 14 13 -3 25 -9 18 -18 -17 -16 21 -2 -6 -15 -14 26 -1 -12 -28 -30
right_child=1 6 10 -5 8 -7 9 15 -10 -11 27 -13 24 23 19 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0010365165738748902 0.00063267647140588111 0.00032275045007540317 0.0011135622128552081 0.00072700492631895606 0.0012637685228517089 0.00082452146560024948 0.00052417081364450238 0.0013614380278059873 0.00070895761644380808 0.0010037896757811502 0.00082285795433848505 0.0014926615802721046 0.00032280878352911665 0.00050735003138670243 0.0011909411373340572 0.001166364669657358 0.0012244657357679861 0.00053644998528647658 0.0014138807771252651 0.00091333794229282164 0.00060967087038116426 0.0010370229250020117 0.0010417167489734133 0.00075160700590441037 8.1497825417810242e-05 0.0012942619409755873 0.0014074201429449796 0.00060469847059970057 0.001038061296126903 0.001253728037998454
leaf_weight=28 31 40 34 45 46 41 49 53 29 30 40 58 81 43 216 802 32 20 25 21 126 21 43 30 21 632 33 37 34 380
leaf_count=28 31 40 34 45 46 41 49 53 29 30 40 58 81 43 216 802 32 20 25 21 126 21 43 30 21 632 33 37 34 380
internal_value=0 0.000648521 0.00119346 0.00120971 0.00081654 0.00121886 0.000479358 0.00122579 0.0010465 0.000706305 0.000839183 0.00126116 0.000395969 0.000506852 0.00125117 0.00117257 0.00116119 0.000959844 0.00117385 0.00116634 0.000664095 0.00079597 0.00115649 0.00060773 0.000273127 0.00126933 0.00123616 0.000718028 0.00124867 0.00123602
internal_weight=0 590 2531 2420 296 2375 294 2334 118 79 111 1402 215 113 1344 932 879 52 827 237 178 52 89 73 102 1107 475 77 447 414
internal_count=3121 590 2531 2420 296 2375 294 2334 118 79 111 1402 215 113 1344 932 879 52 827 237 178 52 89 73 102 1107 475 77 447 414
is_linear=0
shrinkage=0.00196078


Tree=5228
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 1 2 4 16 0 49 3 4 1 11 0 47 160 457 1 11 12 4 2 40 3
split_gain=86.3134 13.3659 8.08313 6.79609 5.06612 4.25491 2.42821 2.15738 2.03667 2.00955 2.00145 1.85854 1.30423 1.183 1.52174 1.11517 0.852799 0.802362 0.646976 0.63294 0.611087 0.510412 0.484896 0.434863 0.40566 0.384372 0.373094 0.356296 0.353395 0.338854
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.17025000000000004 0.40945500000000007 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.40473500000000007 -0.5315899999999999 -0.10607499999999999 0.082865000000000008 0.30112000000000005 0.0082450000000000006 0.083345000000000016 1.0000000180025095e-35 -0.076579999999999995 0.090100000000000013 -0.081069999999999989 0.080930000000000016 0.15799000000000005 0.08776500000000001 0.09202500000000001 -0.46376499999999993 0.087995000000000004 -1.0000000180025095e-35 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 7 15 13 -5 12 -6 -7 14 17 28 19 -1 22 -15 -3 -21 25 -8 -20 -14 -23 -19 -4 -9
right_child=1 2 6 9 11 10 23 29 -10 -11 -12 -13 18 16 -16 -17 -18 27 24 21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013025215366553472 0.0013377825912932802 0.00044107161766915716 0.00045688237666909553 0.0012015850993244981 0.0011854998647006169 0.00074660692583112154 -4.0541336355942282e-05 0.00027303518504863058 0.0017237061863185979 0.00061008488504900728 0.00082087494627712597 0.00060341415902465773 0.0013301124805016138 0.0014256624651984822 0.0015793552133269433 0.00013037006654602321 0.0012051664797170045 0.0010724438977468176 0.0015920850105774027 0.0010745324876183778 0.0007300275589870118 0.0015326390730566672 0.00096531904094359462 -0.00040148250796909538 0.0012846390264627838 0.0012064182966146481 0.0013091470748551337 0.00076552918644377549 0.00074645911750663538 5.6863249406369974e-05
leaf_weight=38 71 191 26 34 71 20 33 40 70 63 48 30 142 1241 31 22 84 33 33 30 33 35 25 21 33 302 160 26 43 92
leaf_count=38 71 191 26 34 71 20 33 40 70 63 48 30 142 1241 31 22 84 33 33 30 33 35 25 21 33 302 160 26 43 92
internal_value=0 0.000533165 0.000438268 0.00132604 0.000648026 0.00134702 0.000192161 0.000282501 0.00139601 0.000817415 0.001205 0.0010126 0.00123822 0.00138234 0.00120117 0.000514778 0.00139731 0.00108031 0.0012566 0.00140831 0.000483641 0.00131263 0.00123102 -0.000180907 0.00143836 0.00124598 0.00134926 0.000937193 0.000637343 0.00012237
internal_weight=0 673 602 2448 325 2351 277 223 1748 97 603 101 555 1678 128 91 1550 97 535 1466 224 225 469 54 66 444 195 59 69 132
internal_count=3121 673 602 2448 325 2351 277 223 1748 97 603 101 555 1678 128 91 1550 97 535 1466 224 225 469 54 66 444 195 59 69 132
is_linear=0
shrinkage=0.00196078


Tree=5229
num_leaves=31
num_cat=0
split_feature=1 52 3 39 2 52 4 14 47 48 51 123 39 131 52 2 12 15 1 51 2 12 12 11 0 2 160 1429 0 12
split_gain=1.93188 0.432466 0.248056 0.168343 0.155952 0.140352 0.133911 0.120136 0.106314 0.100927 0.11144 0.0867339 0.0896985 0.0795573 0.0739067 0.0694933 0.0841872 0.0707249 0.0916875 0.0781693 0.070309 0.0692396 0.0923899 0.0754046 0.0692166 0.106611 0.0844284 0.0698071 0.065052 0.0789737
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.087735000000000021 0.095545000000000005 0.19022000000000003 0.27044500000000005 0.062655000000000016 0.078345000000000012 0.14174500000000004 0.11381000000000001 0.084025000000000016 0.10076500000000001 0.094300000000000009 0.048770000000000008 0.14960000000000004 0.095565000000000011 -0.067579999999999987 0.093100000000000002 0.045645000000000005 0.10097500000000002 0.11586 0.10806000000000002 0.084110000000000004 -0.076579999999999995 -0.0050599999999999994 -0.081399999999999986 0.087865000000000013 -0.071719999999999992 0.096295000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 9 7 24 -5 10 13 12 15 21 -4 16 17 18 -6 20 -19 22 23 -3 27 -26 -27 -1 29 -28
right_child=1 2 14 8 11 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.013632009567015782 0.013474717358282456 0.0062089909063183894 -0.0003041927518822469 0.0031581444408428591 0.013057639964279675 0.012715400618974838 0.0053981733951895018 0.017374619057502701 0.0093921250403475251 0.00044310991361271593 0.01498992248263676 0.0065005925367283158 0.0056507810869294668 0.012741415637234847 0.0053921557702671964 0.0065147332931784069 0.011032833807268248 0.011193293012593959 0.0058056513736532492 0.019907719032982222 0.015927721516624704 0.012340645352378488 4.6548523559150368e-05 0.012542985222258031 0.0052209554921909748 0.0070219610316249043 0.0082739586089836791 0.0091106781656188629 0.014727745939011654 0.014319315383909272
leaf_weight=1403 90 179 69 140 84 57 21 74 34 20 20 33 23 24 34 22 276 55 22 26 73 20 22 21 23 26 47 35 108 40
leaf_count=1403 90 179 69 140 84 57 21 74 34 20 20 33 23 24 34 22 276 55 22 26 73 20 22 21 23 26 47 35 108 40
internal_value=0 0.00698414 0.0060714 0.00693362 0.0128615 0.00815945 0.0133363 0.0134312 0.00437628 0.0073108 0.00779105 0.0114876 0.0117709 0.00724979 0.00157616 0.0120231 0.0122492 0.0135405 0.0115525 0.0149088 0.0138934 0.00670516 0.00619746 0.00687406 0.0132577 0.0117004 0.0123747 0.013522 0.0130884 0.0110534
internal_weight=0 730 640 537 2391 363 1777 1756 174 306 286 614 581 266 103 558 536 260 106 154 128 242 222 200 1682 244 221 1438 195 87
internal_count=3121 730 640 537 2391 363 1777 1756 174 306 286 614 581 266 103 558 536 260 106 154 128 242 222 200 1682 244 221 1438 195 87
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 14 1 2 49 2 1 1 40 2 47 4 1 0 2 475 12 52 51 51 16
split_gain=24.7228 4.11405 2.21178 1.65213 1.58266 1.22813 1.13105 0.869492 0.803846 0.765236 0.728496 0.70756 0.647152 0.427539 0.327717 0.3064 0.300236 0.230701 0.230013 0.224701 0.223558 0.483903 0.287761 0.218569 0.215399 0.201906 0.18872 0.182698 0.175216 0.158918
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.077845000000000011 0.091265000000000013 -0.054984999999999992 0.31358000000000003 0.086920000000000011 0.11669000000000002 -0.077714999999999992 0.087675000000000017 0.090280000000000013 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.11411 -0.088274999999999978 0.092550000000000007 0.26521500000000003 0.086310000000000012 0.11144500000000002 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 10 -8 -10 12 -4 15 -2 27 24 -11 -3 -17 -15 22 25 -14 -5 -1 -22 -26 -6 -28 -7
right_child=1 4 11 23 14 29 8 -9 9 16 -12 -13 20 19 -16 18 -18 -19 -20 -21 21 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.00081464982190896621 0.0005832973535909177 0.00036608519970525243 0.00087894974824260261 0.00061278403309573861 0.00016984408826160752 0.00051249708809883768 0.00081816850534451556 0.00054098276604870046 0.00082239646816529904 0.00049679441230525228 0.0011118630868192313 0.00050779343826627048 0.00092128551349929418 0.0009504907383291306 -1.0321735889368847e-05 0.00091609350925350784 0.00033824316092194797 0.00017474491636990114 0.00071429606822445571 0.00078553265123548364 0.0009191220282382869 0.00057863914659794639 0.0006801033323155898 0.00040621926387742884 0.00097896772996763871 0.00081794308309556126 0.00097445356787419788 0.00036068801305506355 0.00071801495095706223 0.00073992621473599322
leaf_weight=34 24 47 28 31 54 27 30 22 22 121 84 67 388 64 27 389 74 50 23 63 135 25 20 54 953 173 20 30 21 21
leaf_count=34 24 47 28 31 54 27 30 22 22 121 84 67 388 64 27 389 74 50 23 63 135 25 20 54 953 173 20 30 21 21
internal_value=0 0.000490142 0.000910465 0.000700217 0.00038118 0.000922397 0.00044687 0.000928912 0.000517328 0.000475737 0.00093268 0.000617187 0.000925779 0.000823305 0.000177599 0.000950008 0.000436626 0.000267456 0.000904828 0.000868661 0.000878694 0.000840996 0.000909463 0.000481555 0.000968115 0.000862291 0.000973364 0.000238003 0.000843107 0.000611997
internal_weight=0 691 2430 236 455 2335 344 2287 247 217 2265 95 2181 151 111 1440 195 97 412 127 741 333 408 85 1028 308 994 84 41 48
internal_count=3121 691 2430 236 455 2335 344 2287 247 217 2265 95 2181 151 111 1440 195 97 412 127 741 333 408 85 1028 308 994 84 41 48
is_linear=0
shrinkage=0.00196078


Tree=5231
num_leaves=31
num_cat=0
split_feature=1 2 1 12 4 15 52 2 0 50 14 4 34 42 3 41 14 15 40 0 52 0 4 16 150 160 4 4 0 16
split_gain=1.73513 0.251757 0.227142 0.188265 0.17035 0.132798 0.135889 0.129298 0.207827 0.120176 0.113388 0.111325 0.10483 0.0830018 0.0817044 0.0791684 0.0758879 0.0826109 0.0875183 0.0707188 0.0741865 0.0632927 0.201274 0.130571 0.0834384 0.123125 0.102258 0.0770289 0.0873667 0.0759733
threshold=0.10920500000000001 0.13754500000000003 0.094385000000000011 1.0000000180025095e-35 -0.17966999999999997 0.093115000000000017 1.0000000180025095e-35 0.10644500000000001 0.034820000000000011 0.086295000000000011 0.062655000000000016 -0.036839999999999991 -0.021334999999999996 -0.044809999999999996 -0.15121499999999996 0.081560000000000007 -0.46166999999999997 -0.24436499999999997 -0.0061149999999999998 -0.076899999999999982 0.039215000000000007 -0.11173999999999999 -0.0016099999999999997 -0.039889999999999988 0.087675000000000017 -0.046074999999999991 0.19806500000000002 0.022185000000000003 -0.097734999999999989 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 -4 6 13 10 19 -3 15 -5 -2 -6 -13 21 -14 -18 -19 20 -9 22 23 -1 25 -24 -27 28 -23 -29
right_child=1 9 4 11 5 -7 -8 8 -10 -11 -12 14 16 -15 -16 -17 17 18 -20 -21 -22 27 24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.001128766076581087 0.0019441348670553122 0.00092161688137776601 0.01366862501884096 0.015785349205705439 0.011353826953995007 0.012212383372152781 0.012536207756160626 0.0037681212648749355 0.0024351512951155505 0.0074278165636634504 0.016261204809836862 0.003012883318782163 0.011912830714815453 0.0053514817188668904 0.009880183446806072 0.0080824119341559707 0.0027833562864023925 0.013491182421676058 0.0061389419570503593 0.012156766580539893 0.01198894392166819 0.017477980687669138 0.008135243123397232 0.010161139687434548 0.0077062940098006618 0.022318806564030444 0.013245055886606375 0.011473795395378569 0.012800016947868108 0.0047326685461614821
leaf_weight=20 63 122 86 27 27 77 42 23 30 37 83 21 24 157 99 40 56 20 85 183 21 41 20 21 22 23 27 82 1521 21
leaf_count=20 63 122 86 27 27 77 42 23 30 37 83 21 24 157 99 40 56 20 85 183 21 41 20 21 22 23 27 82 1521 21
internal_value=0 0.00579561 0.0119665 0.00714811 0.00974065 0.00862578 0.00740379 0.012364 0.0102575 0.00243564 0.0126458 0.00998376 0.0054673 0.00623226 0.00867841 0.0124826 0.00666708 0.0058851 0.00753937 0.0112913 0.0076917 0.0125805 0.0104812 0.00465387 0.0130782 0.0147665 0.017419 0.0127481 0.0129228 0.0100994
internal_weight=0 554 2567 395 389 303 226 2178 257 159 1921 147 248 184 120 1838 185 161 105 227 44 1798 133 41 92 70 50 1665 1562 103
internal_count=3121 554 2567 395 389 303 226 2178 257 159 1921 147 248 184 120 1838 185 161 105 227 44 1798 133 41 92 70 50 1665 1562 103
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=31
num_cat=0
split_feature=1 1 51 12 4 1 2 0 4 14 42 13 49 147 2 49 3 150 13 13 15 11 4 0 13 16 0 4 3 4
split_gain=1.40771 0.31579 0.154839 0.154343 0.162362 0.143405 0.104731 0.16834 0.0960772 0.0918442 0.0844512 0.103348 0.0810843 0.0750648 0.0747021 0.0836332 0.0708492 0.104766 0.0793892 0.0758594 0.0705107 0.12173 0.0929724 0.233691 0.0799679 0.0739969 0.0645359 0.14969 0.0615994 0.059495
threshold=0.11690500000000002 0.094385000000000011 -0.40274499999999996 -1.0000000180025095e-35 -0.013125 0.16773500000000005 0.10644500000000001 0.034820000000000011 -0.15464999999999998 0.062655000000000016 -0.0060199999999999993 -0.0065549999999999992 -0.090734999999999982 0.089365000000000014 0.10252500000000002 -0.058769999999999996 -0.059315 0.11656000000000001 0.10935500000000002 -0.070999999999999994 -0.17952999999999997 0.079300000000000009 -0.39518999999999993 -0.06563999999999999 -0.013304999999999999 0.19444000000000003 -0.11173999999999999 0.0033150000000000007 -0.0087149999999999988 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 10 12 8 9 28 -4 13 -3 -12 -5 20 -6 -16 18 -18 19 -10 24 22 25 26 -1 -22 27 -24 -8 -28
right_child=2 3 5 4 14 -7 7 -9 16 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.019906040783971551 0.011461011906740842 0.011510590912075715 0.0095092396003504595 0.017259828191960144 0.0095189919006673906 -0.0044095474650107684 0.010701808235096949 0.0021916362519065541 0.0033866181078812349 0.014635084314041783 0.0058455346661962964 -0.0020634878147393464 0.010709884363502542 0.0062731422049303849 1.3099999965301583e-05 0.0069932497235292452 0.0033463830604540863 -0.0042280334723182027 0.00065931856050156063 0.010662971661230059 0.018387155240634456 0.0049983375615650612 0.0046641515855773592 0.0041336731840483087 0.011845401250320721 0.012125340031216974 0.011771969383146383 0.012050263390547652 0.0051336322233758195 0.0098233996635826784
leaf_weight=20 27 20 30 21 94 21 205 30 23 83 95 20 189 30 21 94 210 20 20 38 32 31 46 46 32 46 1309 68 22 178
leaf_count=20 27 20 30 21 94 21 205 30 23 83 95 20 189 30 21 94 210 20 20 38 32 31 46 46 32 46 1309 68 22 178
internal_value=0 0.0105854 0.00415572 0.00845364 0.00940107 0.00361085 0.0111276 0.00923175 0.00410478 0.0113812 0.0055131 0.00447005 0.0113649 0.0112343 0.00742787 0.00571861 0.00358344 0.00268774 0.00612681 0.00791943 0.0113166 0.0112092 0.0113208 0.011161 0.0149456 0.0146943 0.0113629 0.0090699 0.0101622 0.0115387
internal_weight=0 2732 389 554 419 362 2178 257 341 1921 135 115 210 1838 209 115 311 230 81 61 1808 1756 1725 1647 52 78 1601 114 227 1487
internal_count=3121 2732 389 554 419 362 2178 257 341 1921 135 115 210 1838 209 115 311 230 81 61 1808 1756 1725 1647 52 78 1601 114 227 1487
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=31
num_cat=0
split_feature=1 12 1 2 1375 484 43 4 0 16 4 48 3 0 2 3 3 0 49 147 376 3 43 52 475 156 52 3 158 151
split_gain=1.14067 0.279692 0.172847 0.11863 0.117932 0.13498 0.112997 0.0986616 0.0901014 0.0880268 0.0868629 0.077558 0.0692679 0.10691 0.105428 0.0662128 0.0838068 0.0995523 0.0694321 0.0654855 0.0894772 0.0712529 0.0665428 0.0652238 0.0823792 0.0771814 0.0640353 0.0638732 0.0613474 0.0760155
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.25063000000000007 -0.096099999999999977 -0.011244999999999998 -0.078654999999999989 0.40945500000000007 -0.23194499999999998 -0.16075999999999999 0.042705000000000007 0.083685000000000009 -0.14186499999999996 -0.064754999999999993 0.081685000000000021 0.13524500000000003 -0.0063699999999999989 -0.23091999999999999 -0.006494999999999999 1.0000000180025095e-35 0.080200000000000007 0.14121000000000003 -0.03898999999999999 0.10744000000000002 -0.029109999999999997 0.083310000000000009 -0.021869999999999997 -0.10831999999999999 0.080695000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 -4 -6 11 19 -1 -5 12 26 14 -14 -3 16 -8 18 -18 20 21 22 -2 24 -10 -26 -7 -15 29 -12
right_child=3 10 4 9 5 6 15 -9 23 -11 28 -13 13 27 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.015919551888311453 0.0080113201765552502 0.018053734187896436 -0.00088862485506317832 0.0027660456990512713 0.013590371426051627 -0.0037773850245866923 0.0039567986126605647 0.0026084096498129056 0.0045659698583185677 -0.0062167817339650357 0.0069595744183120886 0.0057786298944847662 0.010331582842134066 0.002658124282871458 0.011127428920500138 0.0034677164516214165 0.0022165553681552409 0.011546650432625457 0.010121546983718872 0.0016775832287277337 0.0018053511986508967 0.0047752914117705648 0.014793201001441998 0.0037551111541688446 0.0097043449944483606 0.016089510107817857 0.0036312181735411288 0.0084355267778444456 0.010753991463816309 0.013285533121476571
leaf_weight=22 39 26 22 24 26 20 34 174 25 20 199 69 1557 22 142 33 25 85 20 27 25 33 23 20 107 23 28 147 83 21
leaf_count=22 39 26 22 24 26 20 34 174 25 20 199 69 1557 22 142 33 25 85 20 27 25 33 23 20 107 23 28 147 83 21
internal_value=0 0.00950132 0.00750417 0.00355236 0.00620698 0.00666611 0.00609276 0.00421982 0.00988784 -0.00131706 0.0100095 0.00363121 0.010261 0.0100723 0.0121994 0.0075547 0.00837708 0.00953315 0.00572988 0.0061272 0.00712836 0.00852916 0.0105272 0.00912957 0.00982305 0.010834 0.0005443 0.00768344 0.0084374 0.00756342
internal_weight=0 2756 559 365 362 340 314 321 197 44 2197 117 1894 1726 168 197 164 130 45 147 120 95 62 175 155 130 48 169 303 220
internal_count=3121 2756 559 365 362 340 314 321 197 44 2197 117 1894 1726 168 197 164 130 45 147 120 95 62 175 155 130 48 169 303 220
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=31
num_cat=0
split_feature=1 12 4 43 3 15 150 2 43 15 48 0 49 12 475 12 1 475 147 3 0 48 1213 1212 2 42 13 2 1 133
split_gain=0.929959 0.177318 0.144519 0.117151 0.173863 0.175316 0.120752 0.101683 0.100364 0.0932836 0.0827184 0.0805649 0.0777488 0.0709045 0.0718674 0.129196 0.10655 0.0801111 0.0701379 0.0650149 0.0628273 0.0790004 0.0613662 0.0872507 0.103457 0.0852234 0.103592 0.0610611 0.0603163 0.0593243
threshold=0.11374000000000002 0.051320000000000005 0.40945500000000007 -0.077604999999999993 0.11658 -0.0058549999999999991 0.10980500000000001 0.14285500000000004 -0.11720999999999999 -0.41396999999999995 0.016865000000000002 -0.094299999999999981 -0.08130999999999998 0.086305000000000007 -0.085684999999999997 0.083875000000000019 0.085760000000000017 -0.084894999999999984 0.084575000000000025 -0.0049599999999999991 -0.026509999999999995 0.086125000000000021 -0.081599999999999992 -0.070754999999999985 0.087415000000000007 0.086665000000000006 -0.0072999999999999992 0.09358000000000001 0.093400000000000025 0.085895000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 6 -6 18 10 -1 -4 -2 -11 29 14 15 -3 17 -16 19 27 21 -14 25 24 -24 26 -15 -5 -21 -10
right_child=2 13 9 4 5 -7 -8 -9 12 11 -12 -13 20 22 16 -17 -18 -19 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0086458830048843308 0.0081366483083468305 0.0087571149075622943 0.00319110266886404 0.011199033361944286 0.0072970809852926149 -0.0034169328884066396 0.0017987623766419433 0.0015713553026636456 0.010720112640410662 0.001885282060624484 0.0036554607839900111 -0.0053582468203135902 -0.0044252194034365509 0.015813896103583754 0.0038136348314583308 0.017540573951731805 0.0042746024199628403 0.010287096084880064 0.003984341998584569 0.0098063956255313427 0.0056234087944030762 0.0031659774032646217 -0.0012298766337335112 0.0086037484175286397 0.0087076459672640674 0.0082523544777579842 0.0093932626799128408 0.0043976793242054002 0.013644155454385326 0.0031101296700182419
leaf_weight=49 119 34 158 22 42 24 21 52 20 34 63 28 26 47 20 33 35 433 20 129 25 29 20 1349 22 99 54 33 60 21
leaf_count=49 119 34 158 22 42 24 21 52 20 34 63 28 26 47 20 33 35 433 20 129 25 29 20 1349 22 99 54 33 60 21
internal_value=0 0.00863723 0.00374125 0.00698237 0.00802595 0.00340108 0.00909697 0.00547122 0.00482768 0.0019012 0.00658547 -0.00138599 0.00328147 0.00903899 0.0100122 0.0130833 0.00959057 0.0100013 0.00967751 0.0101442 0.00146679 -0.000422588 0.0086995 0.008464 0.00397549 0.0103374 0.0123811 0.00711822 0.0110247 0.00682232
internal_weight=0 2667 454 521 351 66 285 234 170 220 182 62 121 2146 555 67 488 453 264 244 80 55 1591 1391 42 200 101 55 189 41
internal_count=3121 2667 454 521 351 66 285 234 170 220 182 62 121 2146 555 67 488 453 264 244 80 55 1591 1391 42 200 101 55 189 41
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=31
num_cat=0
split_feature=1 1 3 15 39 457 132 2 12 49 13 15 4 16 15 11 48 4 3 3 0 0 16 2 51 52 43 13 15 13
split_gain=0.754252 0.174828 0.103476 0.0978687 0.0885652 0.0825604 0.0802252 0.0729085 0.0682399 0.0986528 0.0636555 0.060538 0.133153 0.0596877 0.0580771 0.0964406 0.0866938 0.128892 0.104024 0.102499 0.101127 0.146467 0.110579 0.119223 0.0725386 0.106937 0.064614 0.0616084 0.0815442 0.0765221
threshold=0.11690500000000002 0.094385000000000011 0.30112000000000005 -0.085319999999999993 0.088025000000000006 0.094310000000000019 0.10365500000000001 0.13404500000000005 -1.0000000180025095e-35 -0.080604999999999982 -0.086134999999999975 -0.41396999999999995 0.27834500000000006 0.13751500000000003 -0.11033999999999998 0.085630000000000026 0.090720000000000009 -0.49013999999999996 -0.10519499999999998 0.086245000000000016 -0.14832499999999996 -0.11437499999999999 0.013515000000000001 0.084655000000000022 0.11794000000000002 0.091820000000000013 0.060960000000000007 0.016935000000000002 -0.099734999999999976 0.15641500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -3 -2 8 11 14 -5 -10 -6 -4 -13 -9 -1 16 17 18 -16 20 -19 -22 27 -24 25 -18 -25 28 -23 -29
right_child=2 3 6 5 10 -7 -8 13 9 -11 -12 12 -14 -15 15 -17 24 19 -20 -21 21 22 23 26 -26 -27 -28 29 -30 -31
leaf_value=0.0099556087934012938 0.0055916623796864046 0.0044953214422672645 0.0028977118856511716 0.0041161624269317031 0.0072688532422762369 0.0018004167072761517 0.004809307534430575 0.0011583942199919236 0.014138400265409684 0.0076481326822292854 0.0011442062143552382 0.00072592646296646812 -0.0097396742401178946 0.0081753243755718526 0.018648846652358771 0.0014705092879012229 0.0060338302006669071 0.012575068273845148 0.010038109947035606 0.0038501516044898718 0.0010932502914862386 0.0033295702045926683 0.00042662012080351515 0.0077044902089635717 0.010639545321464539 -0.0021313627250492575 0.0019961946643888952 0.0048543672735751088 0.0089918411776031704 0.0092991054934613848
leaf_weight=175 156 220 22 46 20 26 28 27 26 236 112 31 20 22 20 22 81 53 47 54 29 26 30 201 23 20 22 90 1168 68
leaf_count=175 156 220 22 46 20 26 28 27 26 236 112 31 20 22 20 22 81 53 47 54 29 26 30 201 23 20 22 90 1168 68
internal_value=0 0.00771913 0.00301272 0.006133 0.00397857 0.00721171 0.000258619 0.00812258 0.00766851 0.00829221 0.00207218 -0.00148685 -0.00337823 0.00430885 0.00821036 0.00805405 0.00812902 0.00830445 0.0126085 0.00813882 0.00827609 0.00813665 0.00826392 0.00634513 0.00557115 0.00441696 0.00714134 0.00862298 0.00886854 0.00676729
internal_weight=0 2732 389 554 288 334 101 2178 308 262 132 73 51 49 2129 1954 1932 1808 67 1741 1687 1634 1605 253 124 101 223 1352 1194 158
internal_count=3121 2732 389 554 288 334 101 2178 308 262 132 73 51 49 2129 1954 1932 1808 67 1741 1687 1634 1605 253 124 101 223 1352 1194 158
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 15 2 4 0 14 47 13 0 3 4 3 4 16 3 4 4 1 1 4 43 42 16
split_gain=30.5136 3.71666 2.91222 1.91992 1.87574 1.46575 1.44836 1.01745 0.788649 0.766885 0.70123 0.645761 0.632816 0.574702 0.474184 0.461193 0.40827 0.440564 0.456814 0.374133 0.350997 0.420155 0.423887 0.409935 0.338973 0.318756 0.329639 0.48246 0.312149 0.282876
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.091325000000000003 -0.025214999999999998 0.024640000000000006 0.11177500000000001 0.0052350000000000009 -0.23194499999999998 0.076175000000000007 0.081320000000000017 -0.47860499999999995 -0.13027499999999997 -0.11171999999999999 -0.046564999999999988 0.013900000000000001 -0.011209999999999999 -0.073404999999999984 -0.13309499999999996 -0.10429499999999998 -0.42529999999999996 0.122185 0.10089500000000001 0.0067750000000000006 -0.081374999999999989 0.11066000000000001 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 24 7 12 28 13 -9 20 -1 15 25 -7 -4 -13 -18 -19 -11 -8 -22 23 -23 -2 26 27 -5 -3 -21
right_child=1 5 6 8 -6 14 10 9 -10 19 -12 16 -14 -15 -16 -17 17 18 -20 29 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014164210109574697 0.0010696149964396862 0.00050232587236656774 0.00093132869267434468 0.00063742870574488354 0.00059909338203604785 0.00039410897462293152 0.0011663930994439472 0.00092265995087307141 0.0011965182036801436 0.00083261692494738333 0.00097381663110618496 0.00081652770738315091 0.001405741713896635 0.001004967657873244 9.9698696517901833e-05 0.0011775667829901242 0.0012350511087589906 0.0010986442717851378 0.00079427609019273632 0.00061554539662141063 0.0012143601548472351 0.0010421649002663011 0.0010708714712605425 0.00065833179827998667 0.00083083322683438277 0.00065133867276455056 0.00061095537605628468 0.0010010372220803151 0.00027781174139719785 0.00037011854029169269
leaf_weight=22 80 133 30 20 74 58 239 39 21 22 200 23 46 41 33 1160 56 70 26 65 68 23 323 20 32 75 21 47 29 25
leaf_count=22 80 133 30 20 74 58 239 39 21 22 200 23 46 41 33 1160 56 70 26 65 68 23 323 20 32 75 21 47 29 25
internal_value=0 0.000611979 0.00110715 0.000958457 0.000841337 0.000506384 0.0011369 0.000570066 0.000834704 0.000685859 0.00107576 0.0010998 0.00118008 0.000797458 0.000287345 0.00117136 0.00106 0.00109684 0.00101621 0.000603402 0.00110605 0.00107282 0.00104652 0.000863638 0.00100139 0.000745262 0.000825311 0.000892497 0.000462135 0.000547371
internal_weight=0 590 2531 422 186 404 2109 313 225 151 873 197 1236 204 91 1190 175 152 96 112 673 434 366 43 112 163 88 67 162 90
internal_count=3121 590 2531 422 186 404 2109 313 225 151 873 197 1236 204 91 1190 175 152 96 112 673 434 366 43 112 163 88 67 162 90
is_linear=0
shrinkage=0.00196078


Tree=5237
num_leaves=31
num_cat=0
split_feature=1 4 44 12 3 2 155 484 1 13 3 401 12 157 457 13 376 4 1 42 475 13 48 4 0 1213 3 151 151 50
split_gain=0.744618 0.130212 0.110815 0.13208 0.113841 0.0992338 0.0941609 0.0934231 0.100527 0.0802748 0.0915381 0.0805705 0.0771305 0.0764325 0.0766304 0.0807623 0.0675592 0.0616707 0.060027 0.0580186 0.0570726 0.0792048 0.0562156 0.0523183 0.0519399 0.08937 0.0853381 0.0757091 0.101719 0.0939038
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.078300000000000008 0.12178000000000001 0.25063000000000007 0.10158500000000002 -0.011244999999999998 0.08864000000000001 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.12529499999999996 -0.07797999999999998 -0.082284999999999983 -0.28558999999999996 0.080200000000000007 0.053180000000000012 0.13534000000000004 0.09112000000000002 -0.025744999999999997 0.086705000000000018 0.10990500000000002 0.056795000000000005 -0.084044999999999995 0.104315 -0.045649999999999989 -0.088054999999999981 -0.095084999999999989 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 7 9 13 -1 20 10 -3 12 -12 -2 -15 -16 22 24 -14 -10 -9 -22 -17 -19 25 27 -26 28 -5 -29
right_child=1 5 -4 17 -6 -7 -8 8 19 -11 11 -13 18 14 15 16 -18 23 -20 -21 21 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.011400502144887642 -0.00038820041157305244 0.0083344083361546785 0.01377105756846504 0.0084122217967566998 -0.0011183878546580674 -0.0038067163142841312 0.011681740887632425 0.0029869977291673423 0.00521854915265415 -0.0021230355279320584 0.0084186844480707533 -0.0033036017703125253 0.0041413581301859613 -0.00032949330994770643 0.002247132908863326 0.0069227336840001199 0.0028134368600383885 0.0021331538243786149 -5.6113748749859433e-05 -0.00044673162512481212 0.010080728854738036 0.0047068241304038354 0.011891441406071956 0.007147834644414733 0.0080376778404299513 0.0043133423938296542 0.0014436651847790926 0.010095108200653319 0.00058953484350984754 0.006797955851253196
leaf_weight=37 25 34 32 68 20 24 22 20 188 28 26 20 87 21 45 106 31 23 56 20 106 37 29 218 1051 39 20 564 22 102
leaf_count=37 25 34 32 68 20 24 22 20 188 28 26 20 87 21 45 106 31 23 56 20 106 37 29 218 1051 39 20 564 22 102
internal_value=0 0.0038807 0.00792316 0.00784934 0.00624779 0.00233648 0.00540277 0.00660887 0.006131 0.00292388 0.00355758 0.00269825 0.00340853 0.00486527 0.00543138 0.00600474 0.00702336 0.00817466 0.00249759 0.00467381 0.00799049 0.00869028 0.00799009 0.00666926 0.00836909 0.00898145 0.00791454 0.00922227 0.00650001 0.00959014
internal_weight=0 554 2567 2535 428 275 279 408 371 251 223 189 169 257 232 211 166 2107 143 208 163 143 135 241 1866 795 1071 756 90 666
internal_count=3121 554 2567 2535 428 275 279 408 371 251 223 189 169 257 232 211 166 2107 143 208 163 143 135 241 1866 795 1071 756 90 666
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=31
num_cat=0
split_feature=1 4 3 3 1 4 1 159 2 14 12 124 42 12 12 3 2 0 1375 4 2 150 49 47 147 43 43 15 15 16
split_gain=25.6504 3.21263 2.65441 2.3098 1.23735 1.17094 1.11743 0.791539 0.703715 0.699282 0.697912 0.497221 0.440423 0.410243 0.380508 0.52156 0.369256 0.358519 0.3476 0.346474 0.328676 0.364438 0.318271 0.305891 0.232975 0.210044 0.202801 0.186376 0.183342 0.270167
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 -0.059315 0.10089500000000001 0.36766000000000004 0.13075500000000004 0.082585000000000006 0.13093500000000002 0.076175000000000007 0.051320000000000005 -0.076779999999999987 -0.0041849999999999986 0.090285000000000018 -1.0000000180025095e-35 0.11658 0.25063000000000007 -0.13027499999999997 -1.0000000180025095e-35 0.033845000000000007 0.14285500000000004 1.0000000180025095e-35 -0.012034999999999999 0.077555000000000013 0.088610000000000008 -0.084359999999999991 -0.013199999999999998 0.090455000000000021 0.079055000000000014 -0.0034149999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 22 8 9 24 20 11 10 -1 12 -4 17 25 -16 -8 -12 -13 -15 21 26 -2 28 -3 -6 -5 -11 29 -20
right_child=1 6 4 7 14 -7 16 -9 -10 27 13 18 -14 19 15 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075489339394557329 0.00070113497179038098 0.00057811774055020878 0.00097820310866465429 0.00062153804947666944 0.00069166632484346849 0.00061777476343064528 0.00033507210506459202 0.00037988260734668586 0.00069299900177411918 0.0013365110360524233 0.00084427875893957477 0.00074706065888498338 0.00067522286696386675 0.0010353044318131414 0.0010055480926644568 0.00060019867918680394 5.4851172789305197e-05 0.0010818437852978882 0.00087776583962321023 0.00092255203777913571 0.00043403741130821152 0.00054787633497854109 0.00097405049991170661 0.0011573862658777073 0.00035306110236372877 0.00043442995562984306 0.00084676970468145841 0.0011206963529773787 0.0010737621233865883 0.0010301208137927483
leaf_weight=31 20 112 35 22 26 24 130 58 41 40 25 20 39 676 26 23 21 1059 90 124 22 41 92 48 21 23 51 25 67 89
leaf_count=31 20 112 35 22 26 24 130 58 41 40 25 20 39 676 26 23 21 1059 90 124 22 41 92 48 21 23 51 25 67 89
internal_value=0 0.000561719 0.00101571 0.000701109 0.000891889 0.00104828 0.000411531 0.00057167 0.000937299 0.0010535 0.00104671 0.000963114 0.000818524 0.00105151 0.000693102 0.000815282 0.000296101 0.00107636 0.000997189 0.00101783 0.000653462 0.000695807 0.000925316 0.00101421 0.000542582 0.000570923 0.000778892 0.00125351 0.000986267 0.000953518
internal_weight=0 590 2531 306 527 2004 284 194 429 1980 1915 388 74 1884 98 49 151 1084 314 800 136 114 112 294 133 49 73 65 246 179
internal_count=3121 590 2531 306 527 2004 284 194 429 1980 1915 388 74 1884 98 49 151 1084 314 800 136 114 112 294 133 49 73 65 246 179
is_linear=0
shrinkage=0.00196078


Tree=5239
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 14 1 2 2 34 0 15 0 0 11 3 4 12 12 43 42 0 47 14 4 1 49
split_gain=31.809 5.39423 3.35309 2.54536 1.74204 1.56461 0.944445 0.893503 0.784537 0.701502 0.692481 0.620384 0.614139 0.563026 0.802765 0.438452 0.424576 0.346901 0.409819 0.305713 0.298419 0.286972 0.28665 0.264786 0.451617 0.239601 0.268115 0.22324 0.218287 0.202165
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.10672500000000001 0.13754500000000003 -1.0000000180025095e-35 -0.10607499999999999 -0.10653 -0.14226499999999997 -0.23091999999999999 1.0000000180025095e-35 -0.11171999999999999 0.0082450000000000006 0.10345000000000001 0.10124000000000001 -0.14792499999999997 0.084835000000000008 -0.064339999999999994 0.090100000000000013 -0.23083499999999998 -0.07712999999999999 0.15964000000000003 -0.087004999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 8 16 11 13 -5 21 12 -4 14 -1 -16 -7 18 27 23 -14 -6 -19 -15 -25 26 -3 -18 -13 -28
right_child=1 2 7 9 10 6 -8 -9 -10 -11 -12 28 20 19 15 -17 17 22 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.001285403299760195 0.0011581902744938592 0.00077583321319827704 0.0003119801396548683 0.0010532138312736047 0.0011501026363307687 0.00082540824891082828 0.00081601809294440852 0.00072816442036887741 0.0014065735791394559 0.00070173298303613854 0.00068965778436536106 0.00034148325705506838 0.00052499792505465454 0.0012237999546910426 0.0010406392463667472 0.0007233051595813279 0.0010401459231350223 0.0010319209917831946 0.0011068161528205458 0.0010574989675872315 0.00079257474305795468 0.0009097017836170036 0.0013053869353789908 0.0011781682652305273 0.00087860340873400372 0.00079721308988975543 0.00074876592041060231 0.00075689539751585795 0.00013412042522766427 0.0005541908353473503
leaf_weight=36 76 33 45 34 42 21 48 37 62 61 30 89 59 722 47 26 23 20 578 62 22 35 56 594 20 32 24 20 25 142
leaf_count=36 76 33 45 34 42 21 48 37 62 61 30 89 59 722 47 26 23 20 578 62 22 35 56 594 20 32 24 20 25 142
internal_value=0 0.000665373 0.000604472 0.00114214 0.00073554 0.00115494 0.0010823 0.000444541 0.00119041 0.000827526 0.00094237 0.000400815 0.00049564 0.00118151 0.00104578 0.000927616 0.0011001 0.00110838 0.00109308 0.0011921 0.000597673 0.00104083 0.00123342 0.00119834 0.00116841 0.000639735 0.000614412 0.000908401 0.000296009 0.000582322
internal_weight=0 691 615 2430 338 2335 766 277 1569 95 107 240 126 1507 109 73 718 697 621 1398 81 77 76 1336 614 231 199 43 114 166
internal_count=3121 691 615 2430 338 2335 766 277 1569 95 107 240 126 1507 109 73 718 697 621 1398 81 77 76 1336 614 231 199 43 114 166
is_linear=0
shrinkage=0.00196078


Tree=5240
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 49 1 2 50 52 2 4 40 15 475 150 2 39 0 42 4 2 4 16
split_gain=25.2931 4.24946 1.95901 1.88305 1.7447 1.23019 0.830761 0.825625 1.02807 0.627415 0.60978 0.52543 0.433449 0.741732 0.30055 0.296139 0.289353 0.287674 0.264637 0.26331 0.251059 0.298397 0.24874 0.244214 0.239803 0.229935 0.240279 0.214968 0.211189 0.210415
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.10731 0.13501500000000002 0.09253500000000002 -0.054984999999999992 0.089770000000000016 0.090425000000000019 0.041865000000000006 0.12418000000000001 -0.0091949999999999983 -0.55119499999999988 -0.077714999999999992 -0.41942499999999994 -0.066784999999999983 1.0000000180025095e-35 0.11411 0.08733500000000001 -0.14649999999999996 0.09858500000000002 -0.029144999999999997 0.088850000000000012 0.071150000000000005 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 7 6 12 18 24 20 -4 -2 17 16 19 25 -14 -1 -3 -6 -7 -22 -5 -21 -9 26 -10 -19 -26 -11
right_child=1 4 10 22 14 9 -8 8 15 29 -12 -13 13 -15 -16 -17 -18 27 -20 23 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0012934727133377816 0.0006802135883690484 0.00050549928703480182 0.00096091806132350688 0.0007214228580791237 0.00034507661267606249 0.0010892813920585157 0.001260979578160403 0.00067832297445988429 0.00073435328681679328 0.00062070693266114726 0.00063322010000719207 0.0009965638080386076 0.00079056439063851795 0.00064618969042384519 0.0004549697048657233 0.00072184396483271091 0.0010296394480341533 0.0010799089803085944 0.00030056855325386218 -3.6361902787049205e-05 0.00096672785990343547 0.00073099114522072288 0.0005010619955360565 0.00024937479236724529 0.0010599537135339251 0.00031530669465118429 0.00050262000862563651 0.0010301870647307101 0.00077500582398737177 0.00088240300713021767
leaf_weight=21 24 47 34 31 29 60 76 27 20 27 61 127 21 23 23 29 266 946 50 23 335 22 54 23 20 21 123 517 20 21
leaf_count=21 24 47 34 31 29 60 76 27 20 27 61 127 21 23 23 29 266 946 50 23 335 22 54 23 20 21 123 517 20 21
internal_value=0 0.000601369 0.00102651 0.000814874 0.000490628 0.00103774 0.00106019 0.000554244 0.000611839 0.000947488 0.000750501 0.000946283 0.00105168 0.000984995 0.000258886 0.000539193 0.00101215 0.00106561 0.000399865 0.000198754 0.000971925 0.000952201 0.000581429 0.000106506 0.000821103 0.000506895 0.00053503 0.00106234 0.00091748 0.000735199
internal_weight=0 691 2430 236 455 2335 1870 357 260 465 95 151 1794 310 98 193 287 1484 97 75 417 357 85 46 67 164 143 1463 40 48
internal_count=3121 691 2430 236 455 2335 1870 357 260 465 95 151 1794 310 98 193 287 1484 97 75 417 357 85 46 67 164 143 1463 40 48
is_linear=0
shrinkage=0.00196078


Tree=5241
num_leaves=31
num_cat=0
split_feature=1 2 96 1 4 133 10 2 133 2 52 15 47 42 13 4 15 0 15 1 14 43 4 16 2 51 13 49 49 2
split_gain=1.00568 0.157636 0.127571 0.127459 0.124 0.106579 0.130874 0.167655 0.0931192 0.0905909 0.085011 0.0946052 0.0819779 0.0856176 0.0777491 0.077061 0.146188 0.0834411 0.0820989 0.178651 0.0764197 0.0710683 0.105158 0.0695027 0.112461 0.0779615 0.0862502 0.0811885 0.107541 0.0668557
threshold=0.10920500000000001 0.13622000000000004 0.084000000000000019 0.094385000000000011 -0.17966999999999997 0.089980000000000018 0.094860000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.13404500000000005 1.0000000180025095e-35 0.035560000000000008 0.11170500000000001 0.090545000000000014 -0.088319999999999996 -0.15764999999999998 -0.079929999999999987 -0.10474999999999998 -0.41942499999999994 0.13869000000000004 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 0.013515000000000001 0.084655000000000022 0.11548000000000001 -0.0021749999999999994 -0.014989999999999998 -0.052259999999999994 0.10252500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 -5 6 7 12 -9 20 11 29 13 -2 -10 -3 17 -17 -19 -20 21 -1 -23 25 -25 27 -27 28 -24 -6
right_child=1 15 -4 4 10 -7 -8 8 14 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0041243218054825611 0.014930229268822016 0.0078817172314633015 0.00038467263110686801 0.011187004633004193 0.0066545404144562788 0.001341262741812638 0.00089587934198789301 2.6399755850434301e-05 0.0037078367117061918 0.0055497741307683141 0.0099405094422400017 0.0098214328861795375 0.0070200705034441733 0.0082664193225003065 0.0087824349566929145 0.0075857820154558268 -0.0045849373770667423 0.0046636776236118746 0.0043301072670146826 -0.0079139476832510401 0.012854852257961675 0.014981130395944304 0.0092526991075525689 0.0029954720973311105 0.0090472712419847803 0.0096770762559026478 0.0024406286089548044 0.010413337749702075 0.0026828586341192326 0.0028152078017031393
leaf_weight=22 51 22 37 86 100 35 30 25 51 49 70 50 43 31 74 31 31 45 26 22 84 39 147 34 317 40 28 1388 30 83
leaf_count=22 51 22 37 86 100 35 30 25 51 49 70 50 43 31 74 31 31 45 26 22 84 39 147 34 317 40 28 1388 30 83
internal_value=0 0.00480513 0.00596095 0.0095031 0.00783575 0.00656778 0.00716754 0.00785172 0.00559773 0.00980089 0.00688457 0.00596647 0.0105565 0.012411 0.006712 0.00234331 0.00155721 0.00309275 0.00159507 -0.00128175 0.00989873 0.00977731 0.00983878 0.0097377 0.00846106 0.0100121 0.00669736 0.0101561 0.00813917 0.0049132
internal_weight=0 554 377 2567 389 340 305 275 150 2178 303 233 125 82 125 177 155 124 93 48 2129 2045 2023 1984 351 1633 68 1565 177 183
internal_count=3121 554 377 2567 389 340 305 275 150 2178 303 233 125 82 125 177 155 124 93 48 2129 2045 2023 1984 351 1633 68 1565 177 183
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 0 2 14 4 1 2 47 1 0 47 1 0 12 150 13 0 1 475 49 4 4 2 0 4 4
split_gain=21.4603 2.70979 2.17629 1.46796 1.23897 1.18266 1.09513 0.790423 0.700548 0.603608 0.477109 0.437713 0.434691 0.413574 0.545384 0.581453 0.412812 0.376578 0.368511 0.338931 0.327114 0.287469 0.261288 0.255183 0.244617 0.233524 0.217659 0.187946 0.19422 0.184903
threshold=0.10752500000000002 -0.059315 0.099515000000000006 0.27834500000000006 -1.0000000180025095e-35 -0.13027499999999997 0.14753000000000002 0.062655000000000016 0.40945500000000007 0.094090000000000021 0.15109000000000003 0.10019500000000002 0.12656000000000003 -0.10836499999999999 0.078875000000000015 0.083135000000000014 -0.062294999999999996 0.091200000000000017 1.0000000180025095e-35 -0.14179999999999995 -0.15350499999999997 0.122715 -0.066784999999999983 -0.054319999999999993 -0.52556499999999995 0.42642000000000008 0.31358000000000003 -0.060129999999999996 0.0061450000000000003 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 9 18 8 13 11 -1 19 20 25 14 15 -6 -13 24 -4 -7 -3 29 -21 -17 -15 -10 -8 28 -19 -2
right_child=1 6 5 -5 7 10 26 -9 12 -11 -12 16 -14 17 -16 23 -18 27 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086126473301712143 0.0009848724081625345 0.00067441629291095542 0.00068610706495948954 0.00044725173224300686 0.00089829468136601407 0.00058312981200763609 0.00025213730636725881 0.0011150243179380982 0.00028479209315835258 0.00052731873309565269 0.00052375343900406949 0.00081941467582010753 0.0002399120596404504 0.0011517567210504653 0.0010552231204759598 0.00072733261792762099 0.00045573799377855132 0.00090212876993531091 0.00043617576518683362 0.00094682412050732317 0.00040320064159670333 0.00063508702939510983 0.00081636721314731937 0.00047089540038038698 0.00093817105756763633 0.00054322826920592967 4.5304364181876447e-05 0.00074175845604381797 0.00077418389456953196 0.00079223426169834003
leaf_weight=38 30 21 48 74 57 21 71 78 20 46 21 30 82 21 29 37 20 432 43 71 92 29 350 25 1127 41 27 36 51 53
leaf_count=38 30 21 48 74 57 21 71 78 20 46 21 30 82 21 29 37 20 432 43 71 92 29 350 25 1127 41 27 36 51 53
internal_value=0 0.00046571 0.000880973 0.000661552 0.000911409 0.000772358 0.000375545 0.00092175 0.000433318 0.00067839 0.000812522 0.000521193 0.000333154 0.000913443 0.000814108 0.000755349 0.000673944 0.000922263 0.000568008 0.000826242 0.000453604 0.000803144 0.000838368 0.000623931 0.000942078 0.000458495 0.000195153 0.000878432 0.000888619 0.000861863
internal_weight=0 590 2531 186 1977 554 404 1893 306 84 463 163 143 1815 148 119 50 1667 91 442 113 112 421 62 1148 61 98 519 483 83
internal_count=3121 590 2531 186 1977 554 404 1893 306 84 463 163 143 1815 148 119 50 1667 91 442 113 112 421 62 1148 61 98 519 483 83
is_linear=0
shrinkage=0.00196078


Tree=5243
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 47 1 2 2 4 2 131 2 0 475 156 15 1 1 160 133 15 12 157 12 1 1429
split_gain=18.1589 3.20607 1.86639 1.38831 1.04488 0.974302 0.567534 0.52217 0.505737 0.469492 0.451461 0.308097 0.322895 0.277884 0.265153 0.44525 0.231477 0.201816 0.221225 0.258328 0.302492 0.285858 0.242628 0.253027 0.259997 0.229495 0.202031 0.17997 0.174007 0.345706
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.10699500000000002 0.14285500000000004 0.42051500000000003 -0.090999999999999984 0.082750000000000004 0.31358000000000003 -0.23091999999999999 -0.08230999999999998 1.0000000180025095e-35 0.040760000000000005 0.093100000000000002 1.0000000180025095e-35 0.0065900000000000012 0.057185000000000007 -1.0000000180025095e-35 0.095935000000000006 0.10891500000000003 0.096475000000000019 0.080270000000000022 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 7 16 13 11 -5 27 12 -4 -1 15 -13 -7 -18 19 20 22 -21 23 24 -19 -25 -20 -6 -15 -30
right_child=1 2 8 9 10 6 -8 -9 -10 -11 -12 14 -14 28 -16 -17 17 18 26 21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00063483113651255179 0.00085393730368392136 0.00045064007791464195 0.00045646035032459919 0.00078651133598168956 0.00089212763045434947 0.00059733527541216242 0.00057994306195539489 0.0010480264681264767 0.00052111432880210581 0.00049896920426161645 0.00047614230041375142 0.00022564215516568162 0.00026198103188841346 0.00088273845651535632 0.00039267290073136487 -0.00011289345776187438 0.00092257894809890848 0.00072441169523384445 0.00095984288662300172 0.00081295369342620539 0.00052270942239784728 0.0010494466258442021 0.00084798939334808853 0.00090449529423731589 0.00052266058111391782 0.00072344748185610721 0.00075008730104875773 0.00069415263548029335 0.00084836833741450341 0.00058532630851236621
leaf_weight=20 76 231 52 34 27 21 48 62 37 61 29 59 89 981 20 20 53 96 55 184 21 22 97 47 33 63 26 51 486 20
leaf_count=20 76 231 52 34 27 21 48 62 37 61 29 59 89 981 20 20 53 96 55 184 21 22 97 47 33 63 26 51 486 20
internal_value=0 0.000474003 0.000427052 0.000834233 0.000524838 0.000843687 0.000786364 0.000871673 0.000307733 0.000601879 0.000685022 0.000274836 0.000333704 0.000864417 0.000190995 0.000139937 0.000800163 0.000806274 0.000796703 0.000782918 0.000751013 0.00083821 0.000765282 0.000731715 0.000672801 0.000800804 0.000892514 0.000762682 0.000867505 0.000837971
internal_weight=0 691 615 2430 338 2335 766 1569 277 95 107 240 141 1507 99 79 718 697 644 563 357 206 336 239 129 110 81 78 1487 506
internal_count=3121 691 615 2430 338 2335 766 1569 277 95 107 240 141 1507 99 79 718 697 644 563 357 206 336 239 129 110 81 78 1487 506
is_linear=0
shrinkage=0.00196078


Tree=5244
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 2 4 150 43 2 34 4 2 1 4 11 0 11 131 2 47 0 12 160 150 3 2 43
split_gain=16.6764 2.14209 1.66834 1.3582 1.04797 0.67447 0.640265 0.574459 0.529994 0.482231 0.45272 0.401295 0.534203 0.371938 0.343869 0.267444 0.26329 0.260166 0.269733 0.257591 0.254873 0.384235 0.194616 0.186777 0.266707 0.172297 0.215168 0.168909 0.219172 0.168481
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.091545000000000015 0.12958500000000003 0.11362000000000001 0.40124500000000002 0.09487000000000001 -0.066504999999999995 0.13754500000000003 -1.0000000180025095e-35 0.033845000000000007 0.087470000000000006 0.14089500000000002 0.27834500000000006 1.0000000180025095e-35 -0.13027499999999997 0.080150000000000013 0.08844500000000001 0.31358000000000003 0.10350500000000001 -0.088774999999999979 0.13597000000000004 0.083670000000000008 1.0000000180025095e-35 0.10299500000000002 0.085730000000000015 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 7 17 11 9 22 10 14 12 -3 23 -1 -8 -14 18 -4 -19 21 -13 -5 -7 -25 26 -6 28 -12 -2
right_child=1 6 5 8 25 13 15 -9 -10 -11 27 20 16 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00040922057245319744 0.00031102424157278778 0.00014080544020615371 0.00058996733469344207 0.00084346058062218887 0.00063220477780374159 0.00086490967672316001 0.00061683522803829304 0.00045252911390702532 0.00044738732573045437 0.00046655793150801676 0.00092265363952662594 0.00017659183344348488 0.00056071167430874348 0.00065912159222863791 0.00071102274542159225 0.00031767880437923049 0.00032852356420464025 0.0010453370011351889 0.00081419200182572342 0.00082952832240684358 0.00035403231633644478 -0.00013062213794054353 0.00066209506475305515 0.00076352055994042482 0.00055679251925618034 0.0003460086025725836 0.00040590687587954639 0.00065142196183111151 0.00077624559930544582 0.00044565975172993015
leaf_weight=21 49 45 21 45 35 66 27 31 29 24 58 72 28 154 47 20 57 37 1160 50 20 20 46 596 25 29 30 25 122 132
leaf_count=21 49 45 21 45 35 66 27 31 29 24 58 72 28 154 47 20 57 37 1160 50 20 20 46 596 25 29 30 25 122 132
internal_value=0 0.000400689 0.000766752 0.000516457 0.000654212 0.000789271 0.000280114 0.000706521 0.000678219 0.000733032 0.000756458 0.000239441 0.000313554 0.000746215 0.000617819 0.000489535 0.000405009 0.000817828 0.000810205 0.000921309 0.000153418 0.000109806 0.000751781 0.000765738 0.000755198 0.000471687 0.00052776 0.000802446 0.000823422 0.000409211
internal_weight=0 590 2531 301 422 2109 289 328 120 297 273 242 130 841 68 47 85 1268 1181 87 112 92 91 687 621 94 65 205 180 181
internal_count=3121 590 2531 301 422 2109 289 328 120 297 273 242 130 841 68 47 85 1268 1181 87 112 92 91 687 621 94 65 205 180 181
is_linear=0
shrinkage=0.00196078


Tree=5245
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 2 4 4 14 2 3 0 49 47 1447 1 3 52 159 1 4 1 0 2 10 49 3
split_gain=35.122 5.62967 3.66721 2.91751 2.27377 1.78636 1.06959 0.928912 0.887511 0.844852 0.821127 0.71139 0.420683 0.412659 0.387917 0.312172 0.284952 0.252075 0.22675 0.216459 0.194078 0.230656 0.338302 0.504314 0.281027 0.218427 0.180214 0.177506 0.16728 0.165597
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.089885000000000007 0.09253500000000002 0.17025000000000004 0.40473500000000007 0.40945500000000007 0.062655000000000016 -0.090999999999999984 0.30112000000000005 -0.22491999999999998 -0.009244999999999998 0.090100000000000013 -0.082869999999999985 0.090540000000000023 -0.016324999999999996 -0.56176499999999996 0.082585000000000006 0.083345000000000016 -0.111605 0.085110000000000005 -0.070154999999999981 0.095545000000000005 -0.38124499999999995 -0.054319999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 11 -5 10 -6 13 12 -1 -4 15 -8 29 -16 -14 -12 -19 22 26 -24 25 -23 -22 -10 -9 -3
right_child=1 2 8 7 9 -7 14 28 27 -11 19 -13 18 -15 17 -17 -18 20 -20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061103378566988004 0.00083828155083604504 0.00020926488531065272 0.00037745663779511032 0.00076176945481023985 0.00076589302417817814 0.00047319441869416655 0.00044092747693260509 0.00045594991579324238 -4.1089808426565361e-05 0.00038215519937997061 0.00017583183865473769 0.0010999271504385363 0.00089635044664064349 6.7369514701094433e-05 0.00096345950064121507 0.00078321751015805177 0.00046535652911509662 0.00094087827101088412 0.00082918675621823071 3.0567312266464042e-06 0.00083832406445598503 0.00088319089663685423 0.00079769566929077402 0.00042169062737253756 0.001086378389713811 0.00068045853432227327 0.00076838876642386475 -0.00027388778483202939 0.00025364576875433036 0.00032509613063330119
leaf_weight=22 74 98 66 34 71 48 20 33 34 32 40 59 1088 22 40 21 32 38 235 92 234 84 32 24 20 27 359 20 30 92
leaf_count=22 74 98 66 34 71 48 20 33 34 32 40 59 1088 22 40 21 32 38 235 92 234 84 32 24 20 27 359 20 30 92
internal_value=0 0.000328057 0.000265024 0.000833827 0.000405894 0.000847576 0.000855379 0.000500576 9.79341e-05 0.000646674 0.000153222 0.000889193 0.000879949 0.000299935 0.000802572 0.000616247 0.000294181 0.000811475 0.00088442 5.54128e-05 0.000804044 0.000797377 0.000782228 0.000636551 0.000872427 0.000833878 0.000795985 -0.000127311 0.000359615 0.000265352
internal_weight=0 673 599 2448 325 2351 2303 97 274 103 220 1404 1345 88 899 41 222 858 1323 132 818 780 649 56 131 111 593 54 63 190
internal_count=3121 673 599 2448 325 2351 2303 97 274 103 220 1404 1345 88 899 41 222 858 1323 132 818 780 649 56 131 111 593 54 63 190
is_linear=0
shrinkage=0.00196078


Tree=5246
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 43 2 4 2 14 150 4 1 12 0 43 50 1 3 43 3 1 1 15 4 4 43
split_gain=35.3741 4.40394 3.49216 2.09864 2.01018 1.54192 1.33616 1.1334 1.08862 1.04807 0.713094 0.680005 0.66909 0.545686 0.527596 0.519758 0.413557 0.404349 0.394322 0.378178 0.358915 0.347775 0.400539 0.346932 0.345387 0.333269 0.295353 0.287126 0.285498 0.281843
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 -0.073404999999999984 0.10803500000000001 0.033845000000000007 0.10803500000000001 0.076175000000000007 0.093200000000000019 -0.04890499999999999 0.122715 0.13597000000000004 -0.13027499999999997 -0.095049999999999982 0.041865000000000006 0.12408500000000001 0.095270000000000007 -0.083134999999999987 -0.14186499999999996 0.12958500000000003 0.12000500000000001 -0.15026499999999995 -0.50262499999999988 -0.036839999999999991 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 8 7 12 25 18 24 16 13 17 26 -11 28 23 -4 -1 -7 -16 22 -6 -8 -9 -3 -10 -19 -2 -5
right_child=1 5 6 29 21 19 10 9 11 14 -12 -13 -14 -15 20 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010526915911971461 0.0013076936438971873 0.00062352818546488004 0.0010333790690658742 0.00049961845915036634 0.00080051555520012265 0.00026047597022641915 0.0013301011961715228 0.0011350992117442336 0.0014504537437901352 0.00092006323603438392 0.0010428423488062191 0.00088890293820036788 0.0014953595737768664 0.0009037891597627035 0.00064815570029977745 0.00084991136268587261 0.00096032148966360446 0.0014874640041762262 0.00078142515552069895 0.0005478823798861853 0.00044702306324104045 0.00091609026189723051 0.00045267163611510225 0.0011841805160324077 0.00077907347357740583 0.00035371021660895872 0.0012091711326597816 0.0012561233122326953 0.0010683226780542126 0.00074750001166900518
leaf_weight=38 30 24 31 29 35 75 70 22 22 20 156 30 46 21 103 29 29 21 45 23 51 39 20 596 20 66 172 1160 53 45
leaf_count=38 30 24 31 29 35 75 70 22 22 20 156 30 46 21 103 29 29 21 45 23 51 39 20 596 20 66 172 1160 53 45
internal_value=0 0.000656924 0.00119007 0.00090659 0.00102725 0.000541979 0.00122265 0.000610532 0.0010997 0.000687561 0.00116265 0.00116545 0.00126324 0.00120403 0.000620457 0.00107589 0.00118954 0.00125443 0.000905619 0.000327928 0.000581547 0.000774457 0.000674027 0.00119952 0.000965563 0.000425662 0.00123653 0.00126024 0.00115484 0.000650357
internal_weight=0 590 2531 186 422 404 2109 306 328 216 851 245 1258 215 174 112 695 1212 83 98 154 94 55 666 42 90 194 1181 83 74
internal_count=3121 590 2531 186 422 404 2109 306 328 216 851 245 1258 215 174 112 695 1212 83 98 154 94 55 666 42 90 194 1181 83 74
is_linear=0
shrinkage=0.00196078


Tree=5247
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 2 150 4 0 15 1 12 4 47 1 0 0 0 4 0 49 1 1 4
split_gain=80.1187 12.9023 8.24564 6.37774 4.69107 3.53389 2.47952 2.04702 1.74605 1.70459 1.67602 1.23003 1.22748 1.08594 0.971916 1.43971 0.872114 0.807222 0.707816 0.707061 0.560764 0.426097 0.39076 0.377328 0.416333 0.355308 0.344669 0.32268 0.322593 0.315295
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.27834500000000006 0.14122000000000004 0.14753000000000002 1.0000000180025095e-35 0.40945500000000007 -0.10607499999999999 -0.10653 0.085345000000000018 0.09141500000000001 -0.52556499999999995 0.090100000000000013 0.076935000000000017 -0.060129999999999996 -0.13843999999999998 -0.075934999999999989 -0.17966999999999997 -0.030209999999999997 -0.053364999999999996 0.16175000000000003 0.11669000000000002 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 14 -5 -6 12 13 20 -4 15 -1 22 18 -16 28 25 29 -17 -20 -25 -7 -10 -13 -3 -19
right_child=1 2 6 8 9 10 -8 -9 26 -11 -12 27 -14 -15 17 16 -18 21 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015174962765098932 0.0013764943430615341 0.00054403320494071877 0.00053715882889275666 0.0012152224607258656 0.0012288664522945763 0.00126310088747228 0.00071662161432633055 0.0017232594213864628 0.00079780695347637454 0.00068134472445201342 0.0008388424287752806 5.251326314901321e-05 0.00085709990153522207 0.0001722038566548847 0.0017929020660375457 0.0014936188021961714 0.00092233677281468513 0.0013782641698080896 0.0014386906728456872 0.00081141767309523725 0.0014160670613185627 0.0011392141575369812 0.0011308046222901812 0.0014249577975980357 0.0011205285496580912 0.0010349855723616398 0.00050682717854908942 -0.00022654420123144247 0.00035109924719653213 0.001226800793200511
leaf_weight=48 71 148 44 34 69 277 37 76 34 32 41 66 28 109 21 21 50 395 1080 33 92 37 25 39 31 29 29 21 43 61
leaf_count=48 71 148 44 34 69 277 37 76 34 32 41 66 28 109 21 21 50 395 1080 33 92 37 25 39 31 29 29 21 43 61
internal_value=0 0.000585952 0.000492715 0.00134984 0.000704572 0.00137017 0.000244147 0.00140802 0.000857124 0.00105539 0.00121748 0.000171307 0.00125392 0.000277158 0.00139477 0.00124023 0.00110159 0.00140814 0.00143616 0.000546388 0.00128184 0.00134158 0.00129644 0.00142965 0.00129014 0.00124148 0.000663864 -1.48454e-05 0.000500598 0.001358
internal_weight=0 673 602 2448 325 2351 277 1884 97 101 467 240 426 153 1808 144 96 1664 1171 224 398 493 46 1150 70 306 63 87 191 456
internal_count=3121 673 602 2448 325 2351 277 1884 97 101 467 240 426 153 1808 144 96 1664 1171 224 398 493 46 1150 70 306 63 87 191 456
is_linear=0
shrinkage=0.00196078


Tree=5248
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 49 4 150 1 52 4 49 2 1 12 4 157 40 1 1 1 1 11
split_gain=28.3452 4.54586 2.30688 2.10507 1.72343 1.53317 1.05848 0.940228 0.858054 0.701449 0.669851 0.500776 0.824016 0.532031 0.49371 0.441106 0.40352 0.371718 0.353986 0.309186 0.299264 0.289887 0.337607 0.259543 0.250859 0.247202 0.22486 0.215737 0.206582 0.199663
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083135000000000014 -0.52606999999999993 -0.15289999999999995 -0.054984999999999992 0.087995000000000004 0.16175000000000003 0.09141500000000001 -0.52556499999999995 -0.07686999999999998 -0.077474999999999988 0.12408500000000001 0.12958500000000003 0.076935000000000017 0.11910500000000002 0.084110000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 24 11 26 -4 14 12 15 21 27 -1 -2 -10 -18 -17 -6 22 -13 -23 -3 -19 -8 -7 29 -5
right_child=1 4 9 28 20 10 8 -9 17 -11 -12 13 -14 -15 -16 19 18 25 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011263711015362533 0.0012055071272881203 0.00056605724523424428 0.0010675243642331543 0.00062213927215220882 0.00040467918836278334 0.0010674621437436484 0.0010219878073450877 0.001387995467651001 0.00089620718330729241 0.00071805903819669933 0.00083019237270467658 0.0014538018697617099 0.0013154795707440844 0.0010432057964504297 0.00082739869584760775 0.00099951962595579949 0.00075560716762582234 0.0006577284634233057 0.0010424101333774891 0.00073098670942343621 0.00014473040989077503 0.00093436334647384344 0.001196704509450234 0.0011528295678743332 0.00036554868663234467 0.00048331768155431882 0.00075997126964377423 0.0011756686469935394 0.00055137907281206059 0.00087779640567068956
leaf_weight=42 45 47 34 24 90 308 34 76 20 63 48 20 35 110 29 34 21 122 78 32 21 22 1082 421 49 42 20 92 37 23
leaf_count=42 45 47 34 24 90 308 34 76 20 63 48 20 35 110 29 34 21 122 78 32 21 22 1082 421 49 42 20 92 37 23
internal_value=0 0.00068252 0.00113688 0.000907655 0.000567169 0.00114911 0.000637515 0.00117437 0.000707619 0.000840552 0.00104986 0.00116534 0.00105402 0.00117496 0.00107444 0.000969285 0.00105155 0.000643839 0.000981573 0.000869322 0.0003555 0.00118434 0.00120137 0.00114198 0.000463714 0.000613062 0.000924945 0.00109235 0.000660972 0.000747248
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 143 1655 429 108 144 184 99 66 111 1545 1102 443 96 164 54 400 84 47
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 143 1655 429 108 144 184 99 66 111 1545 1102 443 96 164 54 400 84 47
is_linear=0
shrinkage=0.00196078


Tree=5249
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 15 2 12 47 0 0 4 0 47 3 43 39 3 48 13 150 133 49 4 15 2 12 41 51 160
split_gain=2.06067 0.295971 0.250609 0.169897 0.166589 0.149935 0.148467 0.118702 0.110089 0.109533 0.107775 0.107745 0.118218 0.106056 0.0840504 0.106516 0.0858108 0.0799047 0.0924544 0.136651 0.0896476 0.0761658 0.0791063 0.0761401 0.221779 0.0875928 0.0716991 0.0706102 0.0700987 0.0748117
threshold=0.10920500000000001 -0.059315 0.051320000000000005 0.08864000000000001 0.11411 0.050935000000000008 0.31358000000000003 0.090285000000000018 0.078345000000000012 -0.036484999999999997 -0.23194499999999998 0.033845000000000007 -0.092404999999999973 0.090280000000000013 0.31534000000000006 -0.025214999999999998 0.096625000000000016 -0.013929999999999998 -0.035774999999999994 -0.0044799999999999987 0.083770000000000011 0.55672500000000014 0.12595000000000003 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.10312500000000001 0.08690500000000001 0.11144500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 9 8 14 -4 17 13 -1 12 26 -2 15 16 -3 20 -19 -20 -5 22 28 25 -25 -12 -9 -6 -14 -30
right_child=1 6 7 5 27 -7 -8 11 -10 -11 23 -13 21 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.020001263146034697 0.019098072865357002 0.0065128597379775673 0.014505536177622159 -0.00054577819537371397 0.0040552787661076858 0.017564655962355791 -0.0020701335484368936 0.021012540434458063 0.013169616458989267 0.0069325853534302527 0.017233093433941787 0.010756262305458742 0.01349050913182831 0.01154848715119368 0.0027243136240241049 0.0083922908135535702 0.0014073054871352559 0.0037914179174029939 0.0066386453368050867 0.013786303969445052 0.0080537411108337065 0.01924356329254806 0.0073425677455816185 0.013596963980480246 0.0030460529749419679 0.0094458505231887115 0.013942704879893707 0.011030043215890017 0.0071219796497324437 0.014290723313267032
leaf_weight=22 30 82 1143 22 47 21 27 32 45 26 52 175 639 49 78 139 55 28 53 54 27 20 24 76 27 20 26 21 37 24
leaf_count=22 30 82 1143 22 47 21 27 32 45 26 52 175 639 49 78 139 55 28 53 54 27 20 24 76 27 20 26 21 37 24
internal_value=0 0.00663517 0.01336 0.0112082 0.0100653 0.00947761 0.00507766 0.0138137 0.008736 0.0125625 0.0134045 0.0130044 0.0134949 0.0144154 0.00562283 0.00644197 0.00446318 0.0076517 0.00890717 0.0102459 0.00419273 0.0131559 0.0129878 0.0125751 0.0108312 0.01507 0.0178433 0.00620925 0.0131813 0.00994247
internal_weight=0 554 2567 447 173 250 381 2120 229 105 197 977 802 79 354 276 137 184 135 107 49 744 724 175 103 72 58 68 700 61
internal_count=3121 554 2567 447 173 250 381 2120 229 105 197 977 802 79 354 276 137 184 135 107 49 744 724 175 103 72 58 68 700 61
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 49 0 2 1 52 1 40 1 159 1 1 0 4 0 4 4 49 50
split_gain=25.905 4.08079 2.01426 1.81596 1.54937 1.28889 1.06901 0.833564 0.935029 0.820963 0.582736 0.486329 0.445991 0.382488 0.357169 0.315958 0.299134 0.288528 0.261254 0.244568 0.23309 0.345758 0.301184 0.293096 0.240218 0.238787 0.226315 0.214193 0.30766 0.207229
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089775000000000008 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.14122000000000004 0.077845000000000011 0.062655000000000016 -0.054984999999999992 -0.23091999999999999 -0.090999999999999984 0.16175000000000003 -0.56176499999999996 0.11654500000000001 -0.077714999999999992 0.11910500000000002 0.082585000000000006 0.089770000000000016 0.085110000000000005 -0.070154999999999981 0.052250000000000012 -0.097734999999999989 -0.111605 0.42642000000000008 -0.054984999999999992 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 18 -8 -9 13 -4 14 -2 -7 -1 29 -15 27 -3 -5 21 24 23 -22 25 -18 -23 28 -10 -6
right_child=1 4 10 19 15 9 7 8 17 -11 -12 -13 -14 16 -16 -17 20 -19 -20 -21 22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075343081152395288 0.00063469010942426873 0.00042855973399376736 0.00092948397376290228 0.00061386951756681879 0.00022378377220277332 0.00070528546179648977 0.00095027408617384299 0.00085519268646154522 0.00065519553636047125 0.00065599161737818056 0.00059265359238069209 0.0011954093017067851 0.00092614668641300942 0.0011060905141260762 0.0010174537210567308 1.5033873530273455e-05 0.0011436432202657065 0.00038992709651336109 0.00022494302573157292 0.00040173212220649484 0.0010315645026976988 0.00090483490509145391 0.0012358405660180484 0.00079672315151862853 0.00086676231136365901 0.00094709549352662127 0.00064593212477478674 0.00071855585311610863 0.000424388646577284 0.00043384670006001695
leaf_weight=20 24 47 28 48 65 26 20 30 34 41 67 59 127 43 1310 21 25 77 50 37 84 25 20 27 147 481 27 22 64 25
leaf_count=20 24 47 28 48 65 26 20 30 34 41 67 59 127 43 1310 21 25 77 50 37 84 25 20 27 147 481 27 22 64 25
internal_value=0 0.000541551 0.000971806 0.000750775 0.00043303 0.000983193 0.000498026 0.000566524 0.000532713 0.000927372 0.00069193 0.00102121 0.000879822 0.000939666 0.00101348 0.000231602 0.000946599 0.000483605 0.000323603 0.000521527 0.000938396 0.000924282 0.00101435 0.000974441 0.000936536 0.000956806 0.000770405 0.000543715 0.000504465 0.000282135
internal_weight=0 691 2430 236 455 2335 344 247 227 946 95 1389 151 905 1330 111 879 197 97 85 836 705 131 111 653 506 52 120 98 90
internal_count=3121 691 2430 236 455 2335 344 247 227 946 95 1389 151 905 1330 111 879 197 97 85 836 705 131 111 653 506 52 120 98 90
is_linear=0
shrinkage=0.00196078


Tree=5251
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 0 2 4 1 14 49 50 52 12 0 150 2 1 0 16 51 1 13 4 47 52
split_gain=48.2648 5.45756 4.9225 3.0722 3.01241 2.15504 1.55892 1.42188 1.34334 0.98921 0.97021 0.910008 0.84215 0.694296 0.69177 0.620714 0.617622 0.589248 0.582612 0.601858 0.562838 0.54282 0.525215 0.571385 0.479548 0.364856 0.326892 0.280871 0.274439 0.257569
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.091545000000000015 -0.025214999999999998 -0.17966999999999997 -0.23194499999999998 0.11177500000000001 0.0052350000000000009 0.10124500000000002 0.076175000000000007 -0.012034999999999999 0.11266000000000001 0.048770000000000008 0.13597000000000004 -0.071339999999999987 0.091105000000000005 0.11389000000000002 0.12656000000000003 -0.11173999999999999 -0.43320999999999993 -0.096089999999999981 0.13075500000000004 -0.47860499999999995 -0.50262499999999988 0.11043500000000002 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 14 7 13 21 -5 -1 -9 17 18 22 -2 -12 26 -8 19 -10 24 -3 23 -4 -11 -6 -7 -24 -16 -26
right_child=1 5 6 8 25 16 11 10 12 20 15 -13 -14 -15 28 -17 -18 -19 -20 -21 -22 -23 27 -25 29 -27 -28 -29 -30 -31
leaf_value=0.001737138613022585 0.00088727699592709534 0.00067359949117435107 0.0014009020659102112 0.0013889334214630946 0.00080335004515398069 0.00034534042292737706 0.0013802553204891608 0.0010895140416631753 0.001218207392224401 0.0015465792629312208 0.00066029637505353922 0.0012140160373147906 0.00080306407751680941 0.0016783577897359649 0.0013835594485068574 0.0010342815503074562 0.00055262266416285255 0.0010843794979560869 0.00076103796534167194 0.00083190064238128705 0.00099486890566351824 0.00044657980470010842 0.0016613320014215408 0.00099178794371425046 0.0012103081244487081 0.0005092358527084192 4.4589488937525574e-05 0.0014376616054229223 0.0011675289653095544 0.0013974869121393607
leaf_weight=22 20 80 35 31 50 33 623 39 69 33 91 191 85 46 52 21 34 27 20 20 21 82 22 21 76 24 24 1144 40 45
leaf_count=22 20 80 35 31 50 33 623 39 69 33 91 191 85 46 52 21 34 27 20 20 21 82 22 21 76 24 24 1144 40 45
internal_value=0 0.00073702 0.00135978 0.00116647 0.00101495 0.000609062 0.00139846 0.000686279 0.00100992 0.00134526 0.000823165 0.001333 0.000949358 0.00144188 0.00121778 0.000730419 0.000343468 0.00136797 0.00106344 0.0011314 0.001296 0.000558688 0.00143297 0.00124748 0.00133706 0.000707962 0.000218708 0.00144188 0.00128963 0.00127992
internal_weight=0 590 2531 422 186 404 2109 313 225 197 151 841 194 1268 112 112 91 650 109 89 175 162 1222 56 154 74 57 1166 92 121
internal_count=3121 590 2531 422 186 404 2109 313 225 197 151 841 194 1268 112 112 91 650 109 89 175 162 1222 56 154 74 57 1166 92 121
is_linear=0
shrinkage=0.00196078


Tree=5252
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 15 4 12 11 16 0 47 0 0 15 51 2 52 52 4 51 47 158 4 51 131 43 1 12
split_gain=2.10631 0.292636 0.256878 0.16949 0.162727 0.151953 0.139225 0.118845 0.11178 0.122561 0.108885 0.102752 0.102134 0.100536 0.0995669 0.0919345 0.163799 0.0881341 0.0845023 0.146663 0.0800317 0.0796457 0.075765 0.0722884 0.0977738 0.0715239 0.082236 0.0704398 0.0690716 0.0698809
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.11411 0.31358000000000003 0.050935000000000008 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 0.0057500000000000008 -0.13027499999999997 0.078345000000000012 -0.036484999999999997 -0.23194499999999998 0.040760000000000005 0.10411500000000001 0.085345000000000018 -0.23798499999999997 -0.16675999999999999 -0.033174999999999989 -0.047599999999999996 0.090280000000000013 0.07968500000000002 0.042705000000000007 -0.091704999999999995 0.083410000000000026 -0.0040649999999999983 0.12000500000000001 -0.10022999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 13 18 12 8 9 10 11 -4 25 22 -1 16 21 -17 -3 -20 -21 -11 -2 24 -16 -5 -27 -12 -22 -30
right_child=1 5 7 6 -6 -7 -8 -9 -10 15 27 -13 -14 -15 23 17 -18 -19 19 20 28 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.01997830337336795 0.018251178092173033 0.011946050077676774 0.0083352310238061136 0.0024636253093679745 0.0064291733869634177 -0.0021276080322702633 0.017508380433234074 0.0065965060632498492 0.010647483804278563 0.014696346875280143 0.013026391926679476 0.014560045118899138 0.013271326024809647 0.0072200271762155287 0.013278349717350112 0.016300853383209971 0.0071248785918578503 0.024380738771072143 -0.0026828351297548841 0.010385287877741373 0.0074946210603229705 0.021110666170716288 0.011958856113255025 0.01740086223801662 0.0069504731184532572 0.0095041945062870059 0.002658119408879429 0.0087427922185849063 0.0073383247661695352 0.0029149047689512372
leaf_weight=22 31 21 27 21 70 26 21 21 87 49 301 1485 45 26 115 27 20 27 21 36 98 32 50 29 31 143 20 44 50 125
leaf_count=22 31 21 27 21 70 26 21 21 87 49 301 1485 45 26 115 27 20 27 21 36 98 32 50 29 31 143 20 44 50 125
internal_value=0 0.00682369 0.0136226 0.0114441 0.0101779 0.00524889 0.00971554 0.014082 0.0141569 0.0143086 0.0140831 0.0144489 0.00900091 0.0126304 0.0136377 0.0170101 0.0152293 0.0203408 0.0057953 0.00540389 0.00595347 0.0172304 0.014367 0.0128406 0.0119348 0.00795651 0.00866419 0.0124801 0.00536906 0.00417874
internal_weight=0 554 2567 447 177 377 250 2120 2099 2012 1857 1512 229 107 197 155 101 54 351 330 309 81 81 175 146 184 163 345 273 175
internal_count=3121 554 2567 447 177 377 250 2120 2099 2012 1857 1512 229 107 197 155 101 54 351 330 309 81 81 175 146 184 163 345 273 175
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 11 4 2 1 47 0 1 49 12 2 1 0 43 475 50 15 1 1 1 15 3 151 49
split_gain=33.9105 3.9733 3.43532 2.33844 2.2838 1.70109 1.6375 1.07608 0.985916 0.892411 0.829147 0.648896 0.646491 0.596444 0.498557 0.425894 0.42314 0.450496 0.394731 0.456961 0.374126 0.345553 0.292998 0.284054 0.270542 0.269032 0.266121 0.262173 0.254984 0.252677
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14530500000000005 0.10045500000000002 1.0000000180025095e-35 0.40945500000000007 0.14122000000000004 0.09253500000000002 0.090100000000000013 -0.062294999999999996 0.12656000000000003 -0.012034999999999999 0.09320500000000001 0.089775000000000008 0.088975000000000012 -0.073309999999999986 -0.077319999999999986 -0.066784999999999983 0.041865000000000006 0.013270000000000002 0.090540000000000023 0.104035 0.13075500000000004 -0.41396999999999995 0.090900000000000009 -1.0000000180025095e-35 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 14 8 7 16 11 20 -4 22 -13 -10 -2 -9 18 -18 27 -20 -8 26 -3 -21 -22 -6 -7 -1 -28 -12
right_child=1 5 10 -5 25 21 9 15 13 -11 29 12 -14 -15 -16 -17 17 -19 19 23 24 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.001188163901260169 0.00072997039275280395 0.00050520862334112941 0.0010365314770923904 0.00069146821944931754 0.00064855565466717181 0.00034228071556700505 0.0011970734616876886 0.0014395298361778259 0.00058817139485838759 0.00076084400931153212 0.00077692040114426153 0.0010052118334390712 0.00057383739603633546 0.00032955390994674432 0.0010715464708051514 0.0011394324998547827 0.0011225309122157232 0.00087442398582603413 0.00082648149833959681 0.0012761783422660707 0.0010522742452846086 0.00047845012029570997 0.0007255790294325269 0.0010299537492244146 0.00082755285828190058 0.00039600021482804433 0.00025542287262377326 0.00097219090893824786 -3.6546709619379912e-05 0.00055210428175399956
leaf_weight=1218 20 73 34 45 50 32 68 75 60 41 40 34 22 80 92 24 453 30 25 31 323 23 34 43 22 24 23 22 23 37
leaf_count=1218 20 73 34 45 50 32 68 75 60 41 40 34 22 80 92 24 453 30 25 31 323 23 34 43 22 24 23 22 23 37
internal_value=0 0.000596798 0.0011188 0.00113427 0.000833943 0.000487618 0.00114266 0.00116769 0.000561076 0.00103675 0.000781502 0.000664733 0.000835743 0.00044039 0.00101055 0.00136678 0.00115687 0.00110712 0.00117482 0.00105567 0.00106414 0.000267242 0.000575233 0.0011331 0.00103794 0.000566646 0.000204963 0.00118433 0.000109438 0.000668892
internal_weight=0 590 2531 2420 186 404 2375 1921 303 454 111 163 56 140 112 99 1822 483 1339 99 413 101 107 74 345 74 78 1240 46 77
internal_count=3121 590 2531 2420 186 404 2375 1921 303 454 111 163 56 140 112 99 1822 483 1339 99 413 101 107 74 345 74 78 1240 46 77
is_linear=0
shrinkage=0.00196078


Tree=5254
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 3 4 14 47 52 1 124 43 4 2 12 0 1 4 3 4 3 4 43 147 13
split_gain=32.7888 3.87239 3.2562 3.20814 2.13902 1.31795 1.21594 1.14377 0.733004 0.732647 0.61068 0.599334 0.490746 0.413278 0.575568 0.474686 0.410999 0.494555 0.390886 0.376843 0.372997 0.372231 0.284394 0.615657 0.266713 0.254053 0.310458 0.244876 0.215747 0.278896
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.091545000000000015 -0.17966999999999997 0.13082500000000002 -0.11171999999999999 0.0052350000000000009 0.076175000000000007 0.077555000000000013 0.0046550000000000003 0.10124500000000002 -0.072314999999999977 -0.025214999999999998 -0.026489999999999996 0.11177500000000001 0.13597000000000004 -0.13027499999999997 0.15799000000000005 -0.064054999999999987 0.092670000000000016 -0.036839999999999991 -0.13927999999999999 -0.14098499999999997 -0.081289999999999987 1.0000000180025095e-35 -0.0075049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 24 11 -6 21 -1 19 20 22 14 15 -9 -2 -18 -19 25 -4 -3 -11 -24 -5 -8 -27 -16 29 -20
right_child=1 8 6 5 7 -7 10 13 -10 12 -12 -13 -14 -15 27 -17 17 18 28 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00073512166873362277 0.00045427954004169694 0.00032884702858931972 0.0009267396933901619 0.0011596581842739245 0.0011301694703953606 0.00057975328354923814 0.0012009535366747559 0.00061719888370800641 0.000633364042820659 0.0011590040541913996 0.00095372013319365947 0.0013670613025358774 0.001307596739235462 0.00095018049612402285 0.000668767176953654 0.00095559312105866312 0.00089714861164490373 0.00078999589994744538 0.00043531018000828503 0.00085304797712927203 0.0011446015319036477 9.9666408687149732e-05 0.0010563239349382504 0.00069335844523793022 0.0009485518405794466 0.0008664105306653415 0.0010858938830066137 0.00044184856522972647 0.00033988348754544523 0.00066878444486472455
leaf_weight=26 116 123 31 33 28 36 70 30 26 56 191 46 32 22 33 34 20 24 37 27 1191 35 98 22 76 26 527 41 22 42
leaf_count=26 116 123 31 33 28 36 70 30 26 56 191 46 32 22 33 34 20 24 37 27 1191 35 98 22 76 26 527 41 22 42
internal_value=0 0.000564247 0.00107754 0.000671187 0.000920318 0.000905033 0.001109 0.000764574 0.000328282 0.00104544 0.00105119 0.00114735 0.00108424 0.000700595 0.000660806 0.000796971 0.000541273 0.000610867 0.000565062 0.00107983 0.00113907 0.000278079 0.00104362 0.00098978 0.00101246 0.00108966 0.00107557 0.000543042 0.000511612 0.000559436
internal_weight=0 590 2531 406 422 145 2109 188 184 234 841 1268 208 160 138 64 261 145 125 650 1222 158 176 120 109 623 553 74 101 79
internal_count=3121 590 2531 406 422 145 2109 188 184 234 841 1268 208 160 138 64 261 145 125 650 1222 158 176 120 109 623 553 74 101 79
is_linear=0
shrinkage=0.00196078


Tree=5255
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 12 4 2 4 2 4 14 13 47 52 3 47 0 39 4 3 16 0 49 1 3 151 0
split_gain=27.817 3.58042 3.02377 1.7473 1.62247 1.54606 1.04132 1.00074 0.885093 0.582703 0.58044 0.566923 0.564129 0.488418 0.429121 0.400137 0.385043 0.373851 0.344939 0.325703 0.278148 0.278143 0.371443 0.264027 0.257267 0.237771 0.26208 0.232722 0.203684 0.194551
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 -0.025214999999999998 0.091545000000000015 -0.17966999999999997 0.11389000000000002 -0.029144999999999997 0.11177500000000001 0.033845000000000007 0.076175000000000007 -0.47860499999999995 0.091680000000000011 -0.52606999999999993 -0.065819999999999976 0.077555000000000013 -0.13027499999999997 0.096625000000000016 -0.062539999999999984 0.090900000000000009 -0.059624999999999991 -0.047369999999999995 -0.063424999999999981 0.10089500000000001 -0.10115999999999999 -0.082829999999999973 -0.050684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 6 20 13 -6 18 -8 -12 17 19 -7 25 -2 -9 21 -4 -3 -1 -23 -13 -19 26 -10 -14 -27 -18
right_child=1 5 7 -5 8 14 10 12 15 -11 11 23 27 -15 -16 -17 29 24 -20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00096355034982790794 0.0010180143195958364 0.00035667707394697117 0.00077129062536130744 0.00043060457328277445 0.00094653033815762571 0.00021225581860317925 0.000804985276179647 0.00093319649044389271 0.00074156173255318907 0.00056579982798169706 0.00068364093087413787 0.00045587008778034613 0.00058538362420364925 0.0011755201403442245 -6.781615028008421e-05 0.00076866820737351953 0.00080698918599903197 0.00087537636643118778 0.0010852656935342209 0.00097487264558540675 0.00019001485878434129 0.00086922362669439931 0.00060064987662960504 0.0002286394579901493 0.00066848054465626469 0.00058203250786577701 0.00047259824308334974 0.00081213076784552663 0.00036749199720755385 0.00058906460120007891
leaf_weight=70 28 99 31 74 28 58 23 584 30 22 34 66 20 46 33 31 63 68 33 1191 63 83 26 28 35 27 26 134 46 21
leaf_count=70 28 99 31 74 28 58 23 584 30 22 34 66 20 46 33 31 63 68 33 1191 63 83 26 28 35 27 26 134 46 21
internal_value=0 0.000439292 0.000912073 0.000664408 0.000760564 0.00033565 0.000401054 0.00094239 0.000624923 0.00086954 0.000518197 0.000466665 0.000889943 0.000977174 0.000110691 0.000568641 0.000818885 0.000913987 0.00090106 0.000969708 0.000291864 0.0008671 0.00080516 0.000388184 0.000805072 0.000520573 0.000616686 0.000782683 0.000446843 0.000752508
internal_weight=0 590 2531 186 422 404 313 2109 188 234 151 128 841 1268 91 160 112 687 212 1222 162 179 109 94 103 129 56 154 73 84
internal_count=3121 590 2531 186 422 404 313 2109 188 234 151 128 841 1268 91 160 112 687 212 1222 162 179 109 94 103 129 56 154 73 84
is_linear=0
shrinkage=0.00196078


Tree=5256
num_leaves=31
num_cat=0
split_feature=1 52 3 4 39 2 52 47 2 11 48 51 47 16 159 40 12 3 3 15 12 1 12 40 401 51 50 42 3 1
split_gain=2.3139 0.507014 0.29827 0.219356 0.188938 0.188343 0.152761 0.109686 0.0978381 0.0959447 0.0955125 0.100331 0.113695 0.0960912 0.150991 0.099398 0.105551 0.081561 0.166059 0.0890633 0.134334 0.0831024 0.0830511 0.0944015 0.0765204 0.101743 0.140648 0.104518 0.0754075 0.0746231
threshold=0.10337500000000001 -0.40967499999999996 0.30112000000000005 0.40124500000000002 0.087735000000000021 0.092120000000000021 0.19022000000000003 0.078345000000000012 0.15109000000000003 0.080705000000000013 0.14093000000000003 0.090230000000000019 0.10648500000000001 -0.42170999999999997 0.10323000000000002 -0.081029999999999977 0.10866500000000003 -0.14186499999999996 -0.10831999999999999 0.040760000000000005 0.089410000000000003 0.089770000000000016 0.090285000000000018 -0.0061149999999999998 0.089695000000000011 0.078435000000000019 0.083090000000000011 1.0000000180025095e-35 -0.091054999999999983 0.15964000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 9 10 -6 17 24 11 12 13 -3 15 -15 -17 19 -19 20 -7 22 23 -20 25 -1 27 -27 -26 -4
right_child=1 2 29 -5 7 8 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 21 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.01519525039852683 0.015192991315558469 0.0098946299096017987 0.0038281486604717519 0.0045665529101494356 0.0042176380399246071 0.010314436611952261 0.014353318092497914 0.010554171413840617 0.0066132184628042434 0.020566631368163862 0.0020994786904858695 0.014763564006092826 0.012576542834194342 0.0090452206425834444 0.012092103820759804 -0.0024034330375596056 0.0066571997958817519 0.0055013880340589426 0.012246519829347439 0.022361431755125522 0.020097722781123595 0.01031225886616907 0.013170357109780029 0.017436780987606783 0.02229583249986172 0.011990102644943233 0.015539433214610491 0.0042138011334463951 0.016263004961954663 -0.0025770498587834568
leaf_weight=1242 87 76 105 22 139 32 55 34 21 33 21 28 51 20 24 36 20 27 51 20 25 73 440 112 25 56 78 25 121 22
leaf_count=1242 87 76 105 22 139 32 55 34 21 33 21 28 51 20 24 36 20 27 51 20 25 73 440 112 25 56 78 25 121 22
internal_value=0 0.00803646 0.00704974 0.0145061 0.00814112 0.0145979 0.00954088 0.00546297 0.0133488 0.0152312 0.00858188 0.00911573 0.00841908 0.00721436 0.00517735 0.00299375 0.000832507 0.0135301 0.0131917 0.0166199 0.0146054 0.0134989 0.0138847 0.0158128 0.0151174 0.0148903 0.0125086 0.00959001 0.017296 0.00271859
internal_weight=0 718 631 2403 504 2381 331 173 801 1580 276 255 227 176 100 76 56 780 703 77 57 676 603 163 1547 1401 159 81 146 127
internal_count=3121 718 631 2403 504 2381 331 173 801 1580 276 255 227 176 100 76 56 780 703 77 57 676 603 163 1547 1401 159 81 146 127
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 0 4 1 150 50 1 47 2 1 1 2 1 40 52 0 0 4 481
split_gain=43.342 6.72101 3.52572 3.38431 2.33937 2.19567 1.58537 1.32957 1.21744 1.12373 1.1149 0.643286 0.691363 0.640019 0.58918 0.586709 0.461364 0.438564 0.39431 0.373213 0.315796 0.297607 0.297279 0.296114 0.290966 0.271454 0.258908 0.227125 0.224906 0.179738
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 0.089770000000000016 -0.095504999999999993 -0.15289999999999995 0.12337000000000002 1.0000000180025095e-35 0.041865000000000006 0.13075500000000004 0.08265500000000002 0.089525000000000007 0.076935000000000017 0.13265500000000002 0.31358000000000003 0.12958500000000003 -0.077714999999999992 -0.088204999999999992 -0.066689999999999985 -0.030209999999999997 0.015030000000000002 -0.00080999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 24 11 23 15 -4 19 18 -10 25 20 22 -5 -13 -1 27 -15 -6 -8 -3 -2 -14 28 -7 -21
right_child=1 4 10 17 16 9 8 -9 13 -11 -12 12 26 21 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045976728066590205 0.0045734718773760398 0.0038049145580252722 0.0044450267994692585 0.0040139495157728005 0.0035793275052962369 0.0045086616100399306 0.0043610999397203035 0.0048242309637237012 0.004246048132578532 0.0041099414478814635 0.0040044484018277723 0.0041337481486050862 0.004543612072336463 0.0039082497437065589 0.0041584927618460287 0.004175473294672178 0.0038050737226350993 0.0037003286718543058 0.0044647206512151982 0.0046333213203899595 0.0045698499156182782 0.0036677026687680606 0.0033217243655444748 0.0040604220184625364 0.003588830513112685 0.0043845722045021494 0.0043470571297419243 0.0042737368799045817 0.004396707526159502 0.0045168073760797891
leaf_weight=1018 59 46 34 60 61 147 34 76 20 41 63 31 231 141 27 28 26 24 25 58 92 23 24 20 50 58 29 29 130 416
leaf_count=1018 59 46 34 60 61 147 34 76 20 41 63 31 231 141 27 28 26 24 25 58 92 23 24 20 50 58 29 29 130 416
internal_value=0 0.00396337 0.00452522 0.00423712 0.00382312 0.00454034 0.00390507 0.00457017 0.00399087 0.00441998 0.00415888 0.00455949 0.00447912 0.0039149 0.00441958 0.00444982 0.00357651 0.00392434 0.0042815 0.00457651 0.00446912 0.00387451 0.00350659 0.00424974 0.00369237 0.00447983 0.00452169 0.00443884 0.00445612 0.00453106
internal_weight=0 673 2448 228 445 2351 334 1884 238 467 97 1808 316 184 144 426 111 84 56 1492 398 164 85 54 96 117 260 306 277 474
internal_count=3121 673 2448 228 445 2351 334 1884 238 467 97 1808 316 184 144 426 111 84 56 1492 398 164 85 54 96 117 260 306 277 474
is_linear=0
shrinkage=0.00196078


Tree=5258
num_leaves=31
num_cat=0
split_feature=1 4 1 150 4 2 50 2 15 2 2 1 1 0 0 1 41 1 151 13 475 475 52 16 49 1420 447 11 16 41
split_gain=2.12799 0.300398 0.260162 0.222233 0.201365 0.151861 0.139267 0.132385 0.131332 0.129815 0.100996 0.0979694 0.0947719 0.0892733 0.124467 0.0868683 0.0844208 0.0803304 0.0824706 0.0976462 0.0800995 0.148489 0.0855662 0.18648 0.0874452 0.0798781 0.0757358 0.100612 0.0639702 0.0634742
threshold=0.10920500000000001 0.27287000000000006 0.094385000000000011 0.084680000000000019 -0.17966999999999997 0.090425000000000019 0.088895000000000016 0.25063000000000007 0.11601500000000002 0.14285500000000004 0.13404500000000005 0.089770000000000016 0.085345000000000018 -0.067094999999999988 -0.13027499999999997 0.13075500000000004 0.083975000000000008 1.0000000180025095e-35 -0.083294999999999994 -0.080759999999999985 -0.088274999999999978 -0.10137499999999998 0.4002400000000001 -0.059624999999999991 0.11560500000000001 -0.083604999999999985 0.084065000000000015 0.075910000000000019 0.13751500000000003 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 -4 20 8 15 13 -2 11 12 16 14 -6 -3 17 18 19 -7 21 -1 24 -24 25 -22 27 -27 -12 -29
right_child=1 7 4 -5 6 10 -8 -9 -10 -11 28 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.019089878746308388 0.014984842224709128 0.010090397977200915 0.01855143124540878 0.0077664615096603856 0.0093508725821844895 0.025256116451187569 0.017016791665683623 0.0003881211237361034 0.017284906591827933 0.0075205363609172687 0.0083682979851598949 0.01113568399367588 0.023014603834599259 0.0063621262101353051 0.014957208686812213 0.0063673106219189679 0.010865686447532089 0.022018422709348111 0.016059278840876007 0.016032745347668728 0.024434205256402493 0.0077159731733528053 0.020494705349916504 0.0075912154667700342 0.011942640760832507 0.017987564832161792 0.013013765421406975 0.025478933105866117 0.015632594453001563 0.018407160856507041
leaf_weight=24 170 121 86 82 88 22 69 24 38 27 27 35 22 36 72 130 27 26 636 24 20 22 21 24 23 1122 29 30 22 22
leaf_count=24 170 121 86 82 88 22 69 24 38 27 27 35 22 36 72 130 27 26 636 24 20 22 21 24 23 1122 29 30 22 22
internal_value=0 0.00982912 0.0166629 0.012141 0.0142808 0.0170884 0.0130687 0.00748365 0.0119045 0.0139618 0.0160356 0.0163081 0.0165473 0.0108614 0.0118737 0.00816211 0.0163537 0.016563 0.016355 0.0204439 0.0177507 0.0136502 0.0178968 0.0136128 0.0180515 0.0181664 0.0180622 0.0181869 0.0116298 0.022487
internal_weight=0 554 2567 279 389 2178 303 275 234 197 841 792 757 196 160 251 735 708 682 46 1337 46 1291 45 1246 1223 1203 1174 49 52
internal_count=3121 554 2567 279 389 2178 303 275 234 197 841 792 757 196 160 251 735 708 682 46 1337 46 1291 45 1246 1223 1203 1174 49 52
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 150 1 4 43 49 0 16 150 39 12 399 43 2 16 13 12 4 0 51 2 4 4 12 43 52
split_gain=1.72367 0.255724 0.211908 0.172114 0.185743 0.149209 0.144594 0.136503 0.121512 0.119578 0.114045 0.121762 0.0951679 0.0950822 0.0943522 0.0871115 0.0820407 0.141185 0.0836354 0.0794453 0.077981 0.0825367 0.0787489 0.0733829 0.0706509 0.0737654 0.0640587 0.0631644 0.103269 0.0631517
threshold=0.10920500000000001 -0.063814999999999997 0.051320000000000005 0.11924500000000002 -0.04890499999999999 0.10980500000000001 0.14699000000000004 0.09173000000000002 -0.095049999999999982 -1.0000000180025095e-35 -0.0058249999999999994 -0.40995499999999996 0.11648500000000002 0.085970000000000005 0.091545000000000015 0.091580000000000009 -0.04890499999999999 0.11362000000000001 0.051380000000000002 -0.061684999999999997 0.091715000000000005 0.00063500000000000004 -0.088774999999999979 0.14431500000000003 0.090790000000000023 -0.081609999999999988 0.0033150000000000007 0.10711000000000002 -0.0064299999999999991 -0.13993999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 8 24 12 -2 -1 -10 11 -8 16 -11 -4 20 -3 -18 19 -19 -16 22 -22 -24 -6 29 -27 28 -9 -26
right_child=1 6 14 -5 5 -7 10 27 9 13 -12 -13 -14 -15 15 -17 17 18 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.014570053148334131 0.01506842293397144 0.0069655338738318848 0.015959627256138843 0.0057021595692882936 0.017530273529211795 0.0067902381462045013 -0.00041147084441035987 0.0071701120855286729 0.011783106898656116 6.1135827987031507e-05 -0.0029524981242639117 0.0093201027497545729 0.0031354384016125435 0.0094683894488428316 0.0082067603245377548 0.019153943173587325 0.014788969992386068 0.0071949237201995447 0.0025806836746050978 0.013141375531537193 0.019068535024973941 0.012830855413838955 0.015064290951589799 0.0096171292780826874 0.013256869424896484 0.0075662608776751548 0.013969817568288476 0.006151236505765054 0.01635360796159754 0.020474543339676327
leaf_weight=52 81 118 1270 30 119 20 20 25 52 22 20 36 31 21 20 40 51 53 20 39 47 210 507 26 22 21 61 36 24 27
leaf_count=52 81 118 1270 30 119 20 20 25 52 22 20 36 31 21 20 40 51 53 20 39 47 210 507 26 22 21 61 36 24 27
internal_value=0 0.00884621 0.0149966 0.013018 0.0135443 0.0151016 0.00744091 0.0121309 0.010684 0.00855687 0.00352953 0.00584454 0.00839368 0.00465538 0.0154138 0.0145984 0.00897377 0.0104276 0.00844159 0.0097157 0.0143734 0.0145295 0.0151446 0.0147986 0.0157665 0.0141642 0.0123299 0.00933158 0.0116682 0.017234
internal_weight=0 554 2567 447 417 270 388 166 147 95 76 56 312 43 2120 850 281 163 112 92 810 790 580 533 250 131 82 85 49 49
internal_count=3121 554 2567 447 417 270 388 166 147 95 76 56 312 43 2120 850 281 163 112 92 810 790 580 533 250 131 82 85 49 49
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 1 4 150 2 2 1 34 12 4 1 47 4 2 1 4 132 2 2 481 13 131 2 475
split_gain=59.4175 7.04817 6.63424 4.78973 4.30398 2.49178 1.85988 1.85531 1.78775 1.72721 1.65006 1.27165 1.05298 1.03253 0.926663 0.845132 0.786125 0.689987 0.64197 0.605708 0.574076 0.5645 0.473163 0.451803 0.97854 0.388586 0.374852 0.373394 0.581537 0.371112
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.099185000000000009 0.12958500000000003 0.076175000000000007 0.09253500000000002 0.40124500000000002 1.0000000180025095e-35 0.14960000000000004 0.14285500000000004 0.089770000000000016 -0.038779999999999995 0.087145000000000014 0.27834500000000006 0.10124500000000002 0.08265500000000002 0.060330000000000002 0.088850000000000012 0.14089500000000002 -0.0070899999999999991 0.08696000000000001 0.11144000000000001 -1.0000000180025095e-35 -0.00080999999999999985 -1.0000000180025095e-35 0.082750000000000004 0.31358000000000003 -0.076304999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 6 11 12 -4 21 10 18 13 19 -3 17 -15 -11 -14 29 -1 -7 -5 23 24 -2 -21 -17 28 -13 -6
right_child=1 5 7 8 9 20 -8 -9 -10 16 -12 27 14 15 -16 26 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016735400363651445 0.00084323958098109252 0.00042302076582590375 0.0014822318127342298 0.0016801202795186413 0.0016631986351980678 0.001259433958049087 0.0019387263214392324 0.00093229295819170571 0.00096832070099170983 0.0013475214353963442 0.0009865099979988769 0.00044470433290569816 0.0011816566101793843 0.0010403068870111229 0.0015743513313070017 0.00057347016161752044 0.00082116339879195678 0.0016038528738174845 0.0013554686082427065 0.001735820020428707 0.00082113887165106969 0.0013712348151051141 0.0006103751272220516 0.00085111956369772978 0.0013876781345688721 0.0015718709418705509 0.00088255445766735846 0.00064447125584325368 5.6096554971208758e-05 0.0015024838598744752
leaf_weight=958 30 39 34 46 69 27 74 77 29 20 26 57 46 36 270 48 24 22 99 63 20 45 21 108 22 472 22 20 20 277
leaf_count=958 30 39 34 46 69 27 74 77 29 20 26 57 46 36 270 48 24 22 99 63 20 45 21 108 22 472 22 20 20 277
internal_value=0 0.000878502 0.00156948 0.0010885 0.00159098 0.000659788 0.00163397 0.00110074 0.00139227 0.00143194 0.00146664 0.00057955 0.00162165 0.000695804 0.00152283 0.000796168 0.00106042 0.00131825 0.0014947 0.00164403 0.00107293 0.00152737 0.000887099 0.000923419 0.00107358 0.00159118 0.000670611 0.000405768 0.000343767 0.00153453
internal_weight=0 590 2531 301 2420 289 1905 111 120 515 471 242 1831 145 338 106 44 68 445 1493 47 91 181 160 52 535 70 97 77 346
internal_count=3121 590 2531 301 2420 289 1905 111 120 515 471 242 1831 145 338 106 44 68 445 1493 47 91 181 160 52 535 70 97 77 346
is_linear=0
shrinkage=0.00196078


Tree=5261
num_leaves=31
num_cat=0
split_feature=1 3 4 12 376 130 44 3 1 2 4 12 11 16 4 0 0 49 48 14 0 132 3 15 51 39 484 16 133 51
split_gain=1.67263 0.244771 0.224057 0.208102 0.190655 0.179276 0.161518 0.160547 0.149956 0.113199 0.0994427 0.0938809 0.0983615 0.096349 0.0928438 0.165285 0.101283 0.144698 0.112881 0.0893184 0.0843555 0.0779605 0.121846 0.0778051 0.126583 0.0767452 0.09054 0.0752654 0.0703326 0.0680176
threshold=0.10920500000000001 0.30112000000000005 0.41257000000000005 0.051320000000000005 0.083705000000000016 -0.054924999999999995 1.0000000180025095e-35 0.11924500000000002 0.08864000000000001 0.14838000000000004 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 0.0057500000000000008 -0.15464999999999998 -0.014954999999999998 -0.14454499999999995 -0.063424999999999981 0.085700000000000012 -0.46166999999999997 -0.13027499999999997 0.10613500000000002 0.42240500000000009 0.040760000000000005 0.10411500000000001 0.10076500000000001 0.086925000000000016 -0.10850999999999998 -0.082724999999999979 -0.047599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 7 8 25 -7 11 12 13 20 -10 16 17 -16 -18 -4 -5 22 -3 24 29 26 28 -25 -1 -14
right_child=1 21 19 10 -6 9 -8 -9 14 -11 -12 -13 23 -15 15 -17 18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.012589118398469072 0.0042178352469239731 0.0052056883020620594 0.011159989261068405 0.0098631469739807985 0.0043724835212830635 0.014583272150205721 0.020175837973753611 0.0050176310497496669 0.015612671963338341 0.0066322037391364583 0.0082056638391111939 0.011905248626804345 0.015459733571363043 0.013550527312563383 0.013528191594359203 0.0016482702145973844 0.01796954025580947 0.0054365786933796671 0.0095329417814982356 0.005922988803679894 0.015503256559679254 0.0095088406125656694 -0.0033998037001029368 0.01714712925521391 0.0089178671780973679 0.010309044055400356 0.010409291384992405 0.024618993599254353 0.018215489629656075 0.021387351676821709
leaf_weight=29 22 76 42 27 31 171 27 29 35 20 21 87 49 345 39 21 35 51 29 145 1485 26 21 28 20 31 26 26 95 32
leaf_count=29 22 76 42 27 31 171 27 29 35 20 21 87 49 345 39 21 35 51 29 145 1485 26 21 28 20 31 26 26 95 32
internal_value=0 0.00858076 0.00970366 0.0146395 0.0116997 0.0127661 0.0126786 0.0121967 0.0127291 0.0137507 0.0150529 0.0151214 0.0152605 0.0150585 0.010911 0.00997067 0.0111055 0.00894294 0.0141467 0.00709921 0.0154025 0.00464607 0.00334264 0.0176806 0.0160424 0.0148386 0.0157747 0.0207447 0.0168996 0.0178015
internal_weight=0 554 431 2567 244 213 447 420 391 191 2120 2099 2012 1857 210 175 154 90 64 187 1512 123 97 155 101 181 150 54 124 81
internal_count=3121 554 431 2567 244 213 447 420 391 191 2120 2099 2012 1857 210 175 154 90 64 187 1512 123 97 155 101 181 150 54 124 81
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=31
num_cat=0
split_feature=1 1 123 2 44 4 457 158 2 3 4 43 13 13 2 131 160 34 16 1 3 4 16 42 3 151 52 3 2 52
split_gain=1.35483 0.207261 0.168818 0.160634 0.141927 0.119495 0.10433 0.102924 0.101934 0.0990521 0.0889049 0.0872112 0.0842701 0.0984734 0.0787873 0.160779 0.181358 0.152997 0.0953818 0.0775003 0.0738949 0.089349 0.115993 0.067428 0.0728558 0.183323 0.121544 0.137293 0.146809 0.148625
threshold=0.10920500000000001 0.12337000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.081805000000000017 0.042705000000000007 0.26807500000000006 0.080695000000000003 0.13913500000000004 -0.022174999999999997 -0.15464999999999998 -0.083134999999999987 -0.16152999999999998 -0.14819499999999997 0.13754500000000003 0.090030000000000013 -1.0000000180025095e-35 -0.038779999999999995 -0.11118499999999999 0.11392000000000001 -0.14186499999999996 0.056795000000000005 -0.050529999999999999 -0.12099999999999998 -0.094874999999999987 -0.087699999999999986 0.10744000000000002 -0.14186499999999996 0.084145000000000011 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 6 8 20 12 19 -3 -5 -1 -14 17 16 -16 -12 -18 -2 -7 22 -22 -15 25 -25 27 -27 -29 -30
right_child=1 10 -4 11 -6 7 -8 -9 -10 -11 14 -13 13 23 15 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0087018581728140528 0.019877582545159384 0.011372185324284214 0.0095134698254514677 0.0018749212422831494 0.020433802649910963 0.0056346459021032963 0.0071438433695584537 0.014522119317716513 0.006539357637520879 0.0073814693086135851 0.0014027779456228019 0.008679241705410368 0.019482850705583893 0.016212987586600232 0.0072764980065560831 0.011591405081562698 0.0016978027289345238 0.0087543572382003786 -0.0063425763323903088 0.012704359539631817 0.012438097020441836 0.012097675990187528 0.00238551808676372 0.0049901080870768059 0.01384698463192096 0.016240948085656525 0.0062107044349734991 0.016709523189714866 0.0071735775112756533 0.016734751917067029
leaf_weight=33 20 27 120 22 28 27 25 89 20 26 38 131 30 102 37 20 36 111 25 61 22 193 24 32 1555 112 24 38 72 21
leaf_count=33 20 27 120 22 28 27 25 89 20 26 38 131 30 102 37 20 36 111 25 61 22 193 24 32 1555 112 24 38 72 21
internal_value=0 0.00772269 0.0131755 0.00977948 0.0133551 0.0132732 0.0135646 0.0115784 0.0136434 0.0127517 0.00590375 0.00770084 0.0137137 0.013797 0.00535076 0.00342047 0.00175293 0.00687946 -0.00159743 0.0144755 0.0105935 0.0111537 0.00719327 0.0137098 0.0135721 0.0121425 0.0129997 0.0136703 0.0114724 0.00933255
internal_weight=0 554 2567 260 2447 2419 2064 355 2039 107 294 153 2019 1986 267 118 98 149 61 81 266 239 46 1956 1854 299 267 243 131 93
internal_count=3121 554 2567 260 2447 2419 2064 355 2039 107 294 153 2019 1986 267 118 98 149 61 81 266 239 46 1956 1854 299 267 243 131 93
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 49 150 4 0 15 4 50 12 158 1 1 1 0 40 1 1 1 15 2
split_gain=56.1694 8.92275 4.8545 4.06812 2.88781 2.72022 1.684 1.52647 1.47488 1.19616 1.0921 0.993255 0.893945 0.807685 0.773393 0.744486 0.733867 0.594754 0.561193 0.457002 0.456734 0.448275 0.444852 0.438277 0.403392 0.375234 0.343697 0.310809 0.316785 0.29774
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099515000000000006 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14960000000000004 -0.054984999999999992 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.15289999999999995 0.041865000000000006 0.088245000000000004 0.080695000000000003 0.076935000000000017 0.13075500000000004 0.12408500000000001 -0.030209999999999997 -0.078554999999999986 0.089770000000000016 0.12040000000000002 0.083345000000000016 -0.10091499999999999 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 7 24 13 -8 -4 12 -2 20 14 15 -1 -10 -6 25 27 23 29 -18 -7 -3 -16 -13 -15 -29 -5
right_child=1 4 9 21 17 10 8 -9 16 -11 -12 26 -14 19 18 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001481026545713218 0.00083255101827378977 0.00053615346802540591 0.0011967401075012544 0.00094192421514224388 0.00017562488620123808 0.0012516955369153372 0.00099341169475816509 0.0016530094793214395 0.0009794648166965036 0.000740387548866151 0.00082206950195003398 0.0013383959685016043 0.00089703602403277103 0.0012501510643590323 0.0014356353445762423 0.0010573611177537776 0.0006415413162718629 0.00051451894857809731 0.0013534064478227716 0.0014187688336652867 0.0013851732754454785 0.00043661750102068716 0.00040757416722075153 0.001027234948948564 0.00028144821169421289 0.0012189964887083452 0.0010990047081598068 0.0011958543662194602 0.00085843714428882967 0.00065233508071568574
leaf_weight=23 23 45 34 21 85 279 54 76 20 63 26 90 28 71 780 52 122 26 778 38 87 24 42 38 51 32 31 23 20 39
leaf_count=23 23 45 34 21 85 279 54 76 20 63 26 90 28 71 780 52 122 26 778 38 87 24 42 38 51 32 31 23 20 39
internal_value=0 0.000690609 0.00133022 0.00100603 0.000529002 0.00134795 0.000620061 0.00138076 0.000708486 0.000900346 0.00121236 0.00120607 0.00123585 0.00136937 0.00138186 0.00118729 0.000624867 0.000255005 0.00139104 0.00123255 0.00125933 0.000663099 0.000581623 0.00122479 0.000400841 0.0014271 0.00127706 0.00117047 0.00103892 0.000753691
internal_weight=0 673 2448 228 445 2351 334 1893 238 97 458 144 432 1817 1665 75 184 111 1590 152 404 84 164 317 96 812 121 114 43 60
internal_count=3121 673 2448 228 445 2351 334 1893 238 97 458 144 432 1817 1665 75 184 111 1590 152 404 84 164 317 96 812 121 114 43 60
is_linear=0
shrinkage=0.00196078


Tree=5264
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 47 1 2 0 15 4 1 150 4 4 0 3 1 47 131 0 49 13 15 10 1
split_gain=30.1911 5.08237 3.11579 2.36984 1.93597 1.4981 0.95976 0.777834 0.747041 0.744347 0.687795 0.58005 0.446383 0.76012 0.553391 0.54759 0.423033 0.377524 0.375624 0.460499 0.336053 0.308831 0.249099 0.23556 0.222676 0.213337 0.209828 0.186454 0.263222 0.182776
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.11474000000000002 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.14753000000000002 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 0.083135000000000014 1.0000000180025095e-35 0.27834500000000006 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.076935000000000017 0.090100000000000013 0.091440000000000007 -0.030209999999999997 -0.070909999999999987 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 22 6 12 29 16 11 -5 17 13 -1 18 -15 21 -4 -14 -20 -21 24 -3 -2 -7 -17 -19 -13 -29 -6
right_child=1 2 9 10 7 8 -8 -9 -10 -11 -12 27 14 15 -16 25 -18 26 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010006254021134207 0.00096848833204917319 0.00035753238492608702 0.00040039615376907231 0.00080970197987464509 0.00089050154874031559 0.0008260153713895357 0.0011379127443544145 0.00040348866570960075 0.00054451324079508184 0.00047399046344224967 0.0004636547246752518 0.00015517144433140536 0.0011860613702877744 0.00087980013612288805 0.00079014583903748968 0.00072938596097583746 0.00058911351920092482 0.00013139749426144989 0.00094795120359522829 0.00068388116871454722 0.00088781585726148415 0.00094158242865708427 0.00054201948137171411 0.0007193823144132016 0.00064243946487934484 0.00047657652246194159 0.00032953657154075007 0.00011552228165251732 -0.00015689948735016039 0.00069745952928625826
leaf_weight=51 54 191 40 34 44 274 76 24 41 34 63 32 22 39 114 21 28 86 1143 34 360 87 33 20 28 33 27 25 30 33
leaf_count=51 54 191 40 34 44 274 76 24 41 34 63 32 22 39 114 21 28 86 1143 34 360 87 33 20 28 33 27 25 30 33
internal_value=0 0.000416373 0.000356483 0.000885297 0.00048633 0.000897689 0.000922036 0.000711703 0.000797062 0.000202466 0.00058495 0.000164 0.000913006 0.000808252 0.000922023 0.000702756 0.000821893 0.00023669 0.000931666 0.000928025 0.000870217 0.000838648 0.000384711 0.000901162 0.000808995 0.000574891 0.00017874 3.61673e-05 -3.30714e-05 0.000807769
internal_weight=0 673 599 2448 325 2351 1893 101 458 274 97 240 1817 144 1673 93 417 153 1559 1537 394 389 224 74 302 54 113 87 55 77
internal_count=3121 673 599 2448 325 2351 1893 101 458 274 97 240 1817 144 1673 93 417 153 1559 1537 394 389 224 74 302 54 113 87 55 77
is_linear=0
shrinkage=0.00196078


Tree=5265
num_leaves=31
num_cat=0
split_feature=1 52 3 0 47 50 48 4 4 0 2 11 0 14 4 12 2 12 41 16 3 13 49 48 158 151 4 149 150 1
split_gain=1.53035 0.39393 0.222048 0.162471 0.136036 0.172415 0.142574 0.126036 0.118205 0.155804 0.114991 0.147909 0.102315 0.0972521 0.0958166 0.0847397 0.0915797 0.0785489 0.131253 0.0977277 0.073876 0.0844105 0.0776177 0.0824311 0.0765317 0.0728303 0.0749917 0.0719362 0.0714694 0.0704832
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.22582000000000002 0.078345000000000012 0.10616500000000001 -0.081134999999999999 0.40124500000000002 0.40945500000000007 -0.062294999999999996 0.10188000000000001 1.0000000180025095e-35 -0.23091999999999999 -0.47013499999999991 -0.0070899999999999991 -0.42850999999999995 0.15950500000000004 0.085785000000000014 0.077565000000000009 -0.034884999999999992 -0.10831999999999999 -0.10278499999999999 0.13173000000000004 0.10096000000000001 0.11245500000000001 0.009020000000000002 -0.0070899999999999991 0.07770500000000001 0.11740500000000002 0.11866500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 6 -3 10 9 14 11 25 -8 -14 -6 -4 -17 19 -19 -13 -12 -22 23 24 -23 -1 -27 28 29 -15
right_child=1 2 15 -5 8 -7 12 -9 -10 -11 20 17 13 27 -16 16 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.01392589580505094 0.014415074230759451 0.014906947459094228 0.0071950456167438198 0.0047910437165271675 0.020093420773212398 0.014466358031777125 0.012666055746376515 0.00591330494110783 0.0043241226964670677 0.0057534515520493539 0.0077096330800226756 0.016637513793718358 0.012179839437488807 0.0068680458714310017 0.012404322042785796 0.0036771345768457928 -0.0041673383231020785 0.019487240936221749 0.0092441890727389935 0.025809459547911376 0.0065479723863642331 0.014656435583035017 0.0080252791514042118 0.0089083265300307964 0.0087184531968280982 0.012964536781267575 0.0061183838527843672 0.010542883980087937 -0.00092217582510784274 0.0035458108567047613
leaf_weight=1801 93 20 35 21 21 31 23 21 23 29 35 26 22 134 71 46 22 29 22 21 22 227 29 35 24 48 24 24 20 122
leaf_count=1801 93 20 35 21 21 31 23 21 23 29 35 26 22 134 71 46 22 29 22 21 22 227 29 35 24 48 24 24 20 122
internal_value=0 0.00833184 0.00745199 0.0135481 0.00826359 0.00730648 0.00669838 0.0136259 0.0108957 0.0121448 0.013695 0.0139994 0.00622252 0.00576226 0.0141594 0.00319702 0.00113922 0.0177865 0.0150687 0.0207356 0.0120824 0.0125366 0.0129549 0.0134547 0.0140887 0.0138012 0.0106825 0.00529164 0.00483501 0.00528479
internal_weight=0 736 643 2385 540 396 365 2364 144 121 2343 1971 345 322 92 103 68 98 51 47 372 337 315 286 251 1873 72 300 276 256
internal_count=3121 736 643 2385 540 396 365 2364 144 121 2343 1971 345 322 92 103 68 98 51 47 372 337 315 286 251 1873 72 300 276 256
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=31
num_cat=0
split_feature=1 52 3 4 123 2 0 42 14 2 133 16 16 150 39 40 43 132 2 4 39 12 11 3 159 12 43 11 1 0
split_gain=1.23958 0.319083 0.179859 0.134141 0.114616 0.136533 0.161172 0.116865 0.128246 0.114578 0.105845 0.103628 0.074567 0.100179 0.0870249 0.0730224 0.0873586 0.0701236 0.0871813 0.067996 0.0692287 0.0717087 0.0873501 0.0673848 0.102768 0.0666011 0.0647736 0.0628457 0.0665894 0.134438
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.083805000000000004 0.10276500000000001 -0.019414999999999998 -0.019989999999999997 -1.0000000180025095e-35 0.092120000000000021 0.0068000000000000014 -0.015314999999999997 -0.45661999999999997 0.089910000000000018 0.10166000000000001 -0.063404999999999989 -0.070064999999999975 0.10365500000000001 0.15950500000000004 -0.52556499999999995 -0.020804999999999994 0.11734000000000001 1.0000000180025095e-35 -0.11171999999999999 0.091530000000000014 0.09364500000000002 0.016310000000000002 0.080705000000000013 0.080270000000000022 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 5 6 10 -7 -9 27 -3 25 -11 14 19 16 -6 18 -4 -14 -21 22 23 -22 -25 -10 -23 28 29 -1
right_child=1 2 17 -5 15 7 -8 8 11 12 -12 -13 13 -15 -16 -17 -18 -19 -20 20 21 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.021264436282217504 0.012973566829497296 0.013743377937888258 0.0035489247372264376 0.0044208684174174614 0.0049157169109979729 3.9868600636153768e-05 0.0042985110820154661 0.011793024229975243 0.0087908529193565284 0.014556372122024187 0.0065739230300935637 0.0013933465376289355 0.017171349599957468 0.0049006465482167331 0.0051725787151118982 -0.00049802482593804594 0.012076420912053437 0.007045345493303292 -0.0038672249733834813 0.0054593262076377868 0.0072329560880150124 0.0051862990935191968 0.016498883582047513 0.011297771828846082 0.016120824438272691 0.0029633954372256994 0.011361659910596376 0.017077512474674168 0.011767201266949127 0.012982729374888089
leaf_weight=20 93 99 51 22 115 23 32 53 91 64 26 36 20 26 23 20 20 29 23 20 35 33 37 449 49 25 35 33 536 983
leaf_count=20 93 99 51 22 115 23 32 53 91 64 26 36 20 26 23 20 20 29 23 20 35 33 37 449 49 25 35 33 536 983
internal_value=0 0.00749866 0.00670679 0.0121933 0.00743723 0.00836163 0.010631 0.00679895 0.00755728 0.0122657 0.0122521 0.00608035 0.011284 0.0109959 0.011222 0.00514113 0.00597656 0.00287732 0.00124391 0.0114272 0.0112526 0.0114342 0.0118004 0.0114742 0.0117723 0.00753494 0.00836479 0.0127596 0.012667 0.0131479
internal_weight=0 736 643 2385 540 385 157 228 205 2363 125 152 791 727 701 155 135 103 74 678 658 638 570 533 498 116 68 1572 1539 1003
internal_count=3121 736 643 2385 540 385 157 228 205 2363 125 152 791 727 701 155 135 103 74 678 658 638 570 533 498 116 68 1572 1539 1003
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=31
num_cat=0
split_feature=1 3 1 44 0 10 45 124 4 2 3 2 1429 2 1 4 160 50 159 1204 1204 42 1211 133 12 133 1429 0 4 12
split_gain=1.00406 0.260787 0.133774 0.169159 0.118439 0.118011 0.0940287 0.093002 0.0900261 0.0886003 0.108406 0.077024 0.177291 0.151008 0.141186 0.248827 0.130718 0.0892507 0.0903473 0.0884868 0.130949 0.086428 0.0884746 0.0792432 0.134241 0.0937361 0.116111 0.0770309 0.11983 0.0763132
threshold=0.10293500000000001 -0.063814999999999997 0.14262000000000002 0.086360000000000006 0.22582000000000002 -0.062879999999999978 0.081955000000000014 -0.076779999999999987 -0.036839999999999991 0.10276500000000001 -0.14847999999999997 0.08647500000000001 0.084770000000000012 0.086675000000000016 0.08864000000000001 -0.14098499999999997 0.08443500000000001 0.11875500000000001 0.11361500000000001 -0.082759999999999986 -0.079429999999999987 0.11551500000000002 0.086285000000000014 1.0000000180025095e-35 0.083715000000000026 0.08784500000000002 0.085090000000000013 -0.11991499999999998 0.022185000000000003 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 6 -4 7 -1 -2 -10 -11 12 17 -13 19 -16 -17 18 27 -15 -21 22 23 -22 -25 26 -26 -9 -29 -27
right_child=1 2 5 -5 -6 -7 -8 11 9 10 -12 13 -14 14 15 16 -18 -19 -20 20 21 -23 -24 24 25 29 -28 28 -30 -31
leaf_value=0.0077267759497387017 0.012272020623713617 0.0057457573125920258 -0.0045473071968271618 0.015189078848343343 0.0034971378921043309 0.003909753698854883 0.017020941697634184 0.015779182351514941 0.010012275464071281 0.0081835579355053305 -4.77272163455685e-05 0.0019747723281034269 0.0037938300882362657 0.016804271382996099 0.012066743165254593 -0.0022498266996237738 0.0082589460265990056 0.0062389603601052217 0.0062550064027309428 0.0028838766063563528 0.01016108581288388 0.0083128501365094306 0.015935240212711504 0.018827901599730398 0.012553438544408503 0.0070196298008062402 0.020527441453720846 0.01233669929886207 0.005997044638159775 0.011272207598468462
leaf_weight=85 75 368 21 20 21 77 26 61 103 48 24 20 27 26 50 29 20 26 25 20 452 105 40 27 140 49 21 780 31 304
leaf_count=85 75 368 21 20 21 77 26 61 103 48 24 20 27 26 50 29 20 26 25 20 452 105 40 27 140 49 21 780 31 304
internal_value=0 0.00674879 0.00539872 0.00623253 0.010974 0.00209753 0.0110404 0.0109739 0.00937332 0.00813103 0.0054398 0.0110964 0.0117811 0.0105971 0.0107315 0.00710375 0.00203947 0.0120148 0.0121822 0.0110349 0.0109053 0.0110463 0.0113241 0.0111384 0.0119549 0.0115939 0.0135935 0.0123521 0.0120944 0.0106819
internal_weight=0 736 486 388 2385 98 2364 2338 250 175 72 2253 950 1303 1283 99 49 923 897 1184 1158 1138 1033 993 541 514 161 872 811 353
internal_count=3121 736 486 388 2385 98 2364 2338 250 175 72 2253 950 1303 1283 99 49 923 897 1184 1158 1138 1033 993 541 514 161 872 811 353
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 43 3 13 4 12 147 123 43 34 2 4 15 4 42 1208 49 1 39 16 150 13 16 149 49 2
split_gain=0.826533 0.223936 0.170024 0.152774 0.117711 0.117708 0.0954961 0.0886695 0.0878276 0.085129 0.0843666 0.0826721 0.0782317 0.0736505 0.116066 0.0984837 0.0729336 0.0723331 0.0647726 0.072332 0.0618057 0.0761813 0.0584891 0.0582103 0.0779892 0.0650434 0.0548617 0.0528008 0.0900082 0.209812
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.078139999999999973 0.11924500000000002 -0.11720999999999999 0.31370500000000007 0.043850000000000007 1.0000000180025095e-35 -0.42850999999999995 0.089365000000000014 0.085215000000000013 -0.085594999999999991 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 -0.089964999999999976 0.053180000000000012 0.11457500000000002 0.099975000000000008 -0.026779999999999995 0.11039500000000001 0.092440000000000008 -0.44310499999999992 0.088985000000000009 -0.08645499999999999 -0.16075999999999999 0.079625000000000015 -0.081404999999999991 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 22 13 10 11 -8 26 12 -7 -2 -15 -16 -17 18 27 -20 -6 -22 -4 24 -19 -25 -5 28 29 -3
right_child=6 17 3 4 20 8 9 -9 -10 -11 -12 -13 -14 14 15 16 -18 23 19 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019019727395581349 0.0016321235693731282 0.013576064309613271 0.012702182081431666 0.014135985873639585 0.0096024315318335666 0.0078011644913608003 0.0056276952327393437 0.0037490120623260739 -0.00056736130220909418 -0.00071577139892074889 0.0048422501803345418 0.010489690716378392 0.00072173022891621342 0.0090793861706248112 0.010777288027817295 0.0046959570133770561 -0.0010196732960296151 0.012310869841282998 0.0070269087674116829 0.012412519476492891 -0.0012911855103448033 0.0073324726362313554 0.0056727280467748645 0.0039930120675552008 0.0058844706473442226 0.0084973388225581432 0.010441594532259353 0.015174003056776915 0.010475756201636308 0.00062545247632881697
leaf_weight=28 43 22 29 50 23 27 34 20 31 56 23 25 37 85 21 97 29 69 113 32 20 21 20 41 26 147 205 23 1695 29
leaf_count=28 43 22 29 50 23 27 34 20 31 56 23 25 37 85 21 97 29 69 113 32 20 21 20 41 26 147 205 23 1695 29
internal_value=0 0.00957204 0.00778502 0.0081855 0.00934445 0.005703 0.00450808 0.0101801 0.00401658 0.00168065 0.0106428 0.00561323 0.00370837 0.00543342 0.00613797 0.00443715 0.00338045 0.0100267 0.0102474 0.00821546 0.00545335 0.00312581 0.00983302 0.00853452 0.0105521 0.00751501 0.011166 0.0104139 0.0103512 0.00621199
internal_weight=0 2756 559 531 362 169 365 298 120 90 278 89 64 275 232 147 126 2197 1914 145 64 41 49 283 95 188 255 1769 1746 51
internal_count=3121 2756 559 531 362 169 365 298 120 90 278 89 64 275 232 147 126 2197 1914 145 64 41 49 283 95 188 255 1769 1746 51
is_linear=0
shrinkage=0.1


Tree=5269
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 15 4 11 0 1 47 39 0 12 0 4 3 49 2 0 132 1 3 43 1 1
split_gain=19.1793 2.54186 2.0529 1.28408 1.13225 1.0231 0.793101 0.77166 0.7821 0.555508 0.461989 0.423171 0.385212 0.384355 0.365972 0.286659 0.280288 0.399241 0.278071 0.334313 0.420963 0.270068 0.265554 0.423726 0.233103 0.306427 0.221279 0.33296 0.213828 0.191621
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.092550000000000007 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.053180000000000012 1.0000000180025095e-35 -0.23194499999999998 0.086105000000000015 0.081320000000000017 0.10226500000000001 -0.10011499999999998 0.13597000000000004 0.11070500000000001 -0.064054999999999987 0.013900000000000001 -0.012034999999999999 0.089005000000000015 -0.11437499999999999 0.088890000000000011 0.15799000000000005 0.20828500000000003 -0.078654999999999989 0.10089500000000001 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 12 7 11 -3 29 14 16 22 -1 -13 28 26 -8 -18 19 -14 -21 -2 -4 -24 25 -7 27 -10 -6 -9
right_child=1 5 6 -5 9 24 10 8 15 -11 -12 13 18 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011908739698974417 0.00068565010038368845 0.00038602697997798329 0.0010224682584422694 0.00055930028152792748 0.00073540428841782071 0.00033098862724338863 0.0011534619045673114 0.00096855705965861495 0.00041890327082155576 0.0010464139310530031 0.00082741218472228339 0.0012279559287479986 0.0010789299613120508 0.00095251965615637487 0.00087708603984456722 0.00034023850159012954 0.00095985906506746842 0.00070667843023935952 0.00072847961884997731 0.00095853935982186469 0.00066798894496165428 0.00093705066101020559 0.00071167825746770003 0.00097794826560440519 0.00048105375319624035 4.7570381875095117e-05 0.00045626385473360414 0.00068077731520601876 0.00059291442812974351 0.00070337128989836752
leaf_weight=22 20 90 963 74 88 55 27 22 24 21 125 64 50 28 41 23 568 25 26 73 26 92 25 284 23 20 43 84 75 20
leaf_count=22 20 90 963 74 88 55 27 22 24 21 125 64 50 28 41 23 568 25 26 73 26 92 25 284 23 20 43 84 75 20
internal_value=0 0.000570054 0.000962627 0.000759731 0.000837788 0.000482728 0.000987607 0.000538568 0.000602127 0.000742753 0.000936157 0.00101571 0.000946331 0.00114413 0.000711494 0.00054416 0.000958081 0.000949185 0.000915589 0.000948239 0.000882233 0.000892158 0.00100642 0.000956405 0.000308368 0.00025541 0.000575221 0.000622583 0.000669841 0.000842278
internal_weight=0 590 2531 186 422 404 2109 306 216 225 745 1364 197 92 204 174 620 593 175 149 99 112 1272 309 98 75 151 108 163 42
internal_count=3121 590 2531 186 422 404 2109 306 216 225 745 1364 197 92 204 174 620 593 175 149 99 112 1272 309 98 75 151 108 163 42
is_linear=0
shrinkage=0.00196078


Tree=5270
num_leaves=31
num_cat=0
split_feature=1 4 9 44 3 155 0 2 2 2 0 14 1 2 48 1429 474 51 4 2 12 12 159 0 150 0 0 3 49 159
split_gain=0.771116 0.140669 0.125201 0.104359 0.118669 0.102728 0.0959072 0.0944372 0.106807 0.116525 0.108004 0.168366 0.152955 0.122563 0.194702 0.0997651 0.0868104 0.125991 0.13257 0.0793722 0.0788158 0.105393 0.0799971 0.0824044 0.0766486 0.0993406 0.104744 0.0752671 0.0714608 0.0732942
threshold=0.10920500000000001 0.26450500000000005 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 0.10158500000000002 -0.10836499999999999 -0.13033999999999998 0.08647500000000001 0.086675000000000016 -0.13027499999999997 0.062655000000000016 0.081670000000000006 0.11093500000000002 0.084170000000000009 0.084545000000000009 0.083685000000000023 -0.085534999999999986 -0.0092149999999999992 0.25063000000000007 0.093965000000000007 0.09474500000000001 0.11361500000000001 -0.15931499999999996 0.084680000000000019 -0.019414999999999998 -0.13843999999999998 -0.097604999999999983 0.10463500000000002 0.14438000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 7 24 -6 -4 15 -10 11 12 -11 14 -14 20 28 18 -18 -3 22 -22 23 -9 25 26 -2 -25 29 -12
right_child=1 19 3 -5 6 -7 -8 8 9 10 16 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0030308651124748092 0.0028757541181726591 0.004278611141771904 0.0042593264472529742 0.015600324689876289 0.00095781935258479475 0.013503503575074403 0.0087342909266174378 0.017198932340199296 0.0015205258317291738 0.012061293196613686 0.0093547240905916419 0.012808230589773205 -0.0053904828570711504 0.010359057043457316 0.0049698193788450841 0.0040911056111023452 0.011878662629098428 0.0097360944385821036 0.021649161797194255 -0.0017357249394990505 0.0016884917579591274 0.009548652921562437 0.005181782781753852 0.014520186261922523 0.0038208759410190401 0.0014506672549506894 0.0097590471768644882 0.010711623059718737 0.0070474801325252747 0.015475301863625647
leaf_weight=30 27 256 33 28 29 22 35 22 20 26 900 37 26 21 60 24 41 134 21 24 20 116 23 56 80 23 122 707 138 20
leaf_count=30 27 256 33 28 29 22 35 22 20 26 900 37 26 21 60 24 41 134 21 24 20 116 23 56 80 23 122 707 138 20
internal_value=0 0.0053394 0.00945316 0.0095291 0.00946135 0.00695022 0.00521058 0.00957262 0.00964531 0.00910048 0.00920694 0.00684162 0.00518173 0.00351006 0.00183763 0.0104581 0.0095276 0.0114607 0.015188 0.0037631 0.0106199 0.00839275 0.0109948 0.0111651 0.00637811 0.00756753 0.00851174 0.0109912 0.00916948 0.00948778
internal_weight=0 554 2567 2537 2509 274 64 2445 2412 1444 1424 170 133 107 86 968 1254 196 62 280 944 136 808 785 252 172 149 763 1058 920
internal_count=3121 554 2567 2537 2509 274 64 2445 2412 1444 1424 170 133 107 86 968 1254 196 62 280 944 136 808 785 252 172 149 763 1058 920
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 43 3 3 3 49 132 15 4 12 42 48 4 149 49 13 3 42 3 403 2 52 133 3
split_gain=0.645947 0.181197 0.133334 0.134754 0.10865 0.113557 0.11162 0.0852389 0.0834086 0.0726511 0.0819532 0.0723276 0.0714438 0.0804121 0.110112 0.0640016 0.0659037 0.0616705 0.0615082 0.0583146 0.0629452 0.170557 0.116106 0.0932337 0.0675583 0.0936761 0.127117 0.130339 0.109058 0.121238
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 0.12178000000000001 -0.11720999999999999 -0.11171999999999999 0.30112000000000005 0.12745000000000004 -0.026779999999999995 0.10365500000000001 -0.41396999999999995 0.27834500000000006 0.099815000000000015 -0.069529999999999995 -0.024949999999999996 1.0000000180025095e-35 0.079625000000000015 -0.014169999999999999 -0.075129999999999988 -0.082039999999999988 0.088295000000000012 -0.082234999999999989 -0.085164999999999977 0.084055000000000005 -0.0080349999999999987 0.08784500000000002 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -5 -7 10 -2 -8 13 -11 -15 19 -17 -10 -9 20 21 22 23 -3 25 26 -22 -28 29 -27
right_child=9 15 -4 4 -6 6 11 18 17 12 -12 -13 -14 14 -16 16 -18 -19 -20 -21 24 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00042642873266468881 0.0038196143481662656 0.0083436380855874317 -0.0010482730166543098 0.0085416002874262632 0.013454745922769821 0.0031072671889610915 0.0086500967768105598 0.0048751052122608558 0.0055982837135702176 0.0045375243530460544 0.0088835963594982269 0.0014096417849744998 0.005597703933848867 0.0015849388018250466 -0.0083700178517028684 0.0096064915813176346 0.0066974861901949283 0.0099997104862970393 -0.00023760763843628494 0.012989001772883866 0.010621136335198414 -0.00098901937320909432 0.013452963411779793 0.00049159756861627101 0.0083303526902582924 0.010548394539269479 -0.00086446963250637061 0.0074035291323907215 0.0075826966992324401 0.018289752730301447
leaf_weight=23 201 62 21 45 28 23 22 82 37 22 38 37 28 25 20 111 261 228 33 36 116 23 33 20 682 552 22 143 126 21
leaf_count=23 201 62 21 45 28 23 22 82 37 22 38 37 28 25 20 111 261 228 33 36 116 23 33 20 682 552 22 143 126 21
internal_value=0 0.00834868 0.00677409 0.00706848 0.00739069 0.00705579 0.00807204 0.00485181 0.00888381 0.00369492 0.00462477 0.00410947 0.00135562 -0.000417184 -0.00283949 0.00876158 0.0075655 0.00938517 0.00340798 0.00900392 0.00892422 0.00687201 0.00844422 0.00642851 0.00909462 0.00962649 0.00808448 0.00630113 0.0102464 0.0108321
internal_weight=0 2787 579 558 535 507 347 160 288 334 239 59 95 67 45 2208 372 265 115 1836 1800 138 115 82 1662 980 281 165 699 573
internal_count=3121 2787 579 558 535 507 347 160 288 334 239 59 95 67 45 2208 372 265 115 1836 1800 138 115 82 1662 980 281 165 699 573
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 14 43 43 2 4 4 3 13 14 3 0 4 16 1 3 43 49 150 0 4 16 39 16
split_gain=15.7035 1.96436 1.73363 1.08624 0.980186 0.84099 0.647309 0.538387 0.598608 0.533613 0.34782 0.318222 0.30043 0.291678 0.287628 0.267492 0.261109 0.272263 0.259787 0.267378 0.247016 0.234485 0.243369 0.230024 0.224163 0.220437 0.246339 0.22704 0.216268 0.201935
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 0.095330000000000012 0.062655000000000016 -0.073404999999999984 -0.025214999999999998 0.11177500000000001 -0.49405499999999997 0.23246000000000003 0.10299500000000002 -0.47860499999999995 0.076175000000000007 -0.11255999999999998 -0.030209999999999997 -0.019614999999999997 -0.008904999999999998 0.081315000000000012 0.095270000000000007 -0.083134999999999987 -0.012034999999999999 0.090480000000000019 -0.14001499999999997 0.033845000000000007 -0.12029499999999999 0.096625000000000016 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 7 9 15 8 20 28 -11 -10 16 24 -7 25 -8 -18 -12 -20 -1 22 -6 -2 29 -4 -27 -28 -3 -13
right_child=1 5 6 -5 21 14 12 -9 11 10 18 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00065702578673760095 0.00052095419709004612 0.00037345298310266988 0.00065034643570387283 0.00040539518891027763 0.00050310760945165194 0.00026346393336063067 0.00086211303384946183 0.00098483133808250343 0.00088160117717684154 0.00063779855450421432 0.00062532952100132107 0.00079389256413988859 0.00053251801416570068 0.00049174890974652743 3.4168784673183501e-05 0.00096694863757641552 0.00074994925475592997 0.00057833778380208904 0.00044510634005580493 0.00021034422531431796 0.0004347424536906913 0.00060327509441541745 0.00023196681146966475 0.00075296967084704559 0.00053947209398828302 0.0008279681141206733 0.00079652003141246887 0.00062433887810949343 0.00022649403334019309 0.00058028299069287734
leaf_weight=37 20 99 30 74 35 58 72 26 49 39 20 114 25 22 33 47 401 39 66 26 40 39 20 92 20 1362 89 44 63 20
leaf_count=37 20 99 30 74 35 58 72 26 49 39 20 114 25 22 33 47 401 39 66 26 40 39 20 92 20 1362 89 44 63 20
internal_value=0 0.000422996 0.000778221 0.000589739 0.0006635 0.000346228 0.000801176 0.000714089 0.00069078 0.000394465 0.000478323 0.000741848 0.000742402 0.000702939 0.000180313 0.000821254 0.00075265 0.000734738 0.000422791 0.000378761 0.000541554 0.000486977 0.000404511 0.000711538 0.000733109 0.000816763 0.000820103 0.000739558 0.000316302 0.000762011
internal_weight=0 590 2531 186 422 404 2109 328 302 313 151 225 537 176 91 1572 512 440 112 92 77 94 55 112 154 1525 1495 133 162 134
internal_count=3121 590 2531 186 422 404 2109 328 302 313 151 225 537 176 91 1572 512 440 112 92 77 94 55 112 154 1525 1495 133 162 134
is_linear=0
shrinkage=0.00196078


Tree=5273
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 12 4 4 0 2 2 4 49 11 0 15 11 1 50 15 1 48 1 1 15 47 14
split_gain=28.3185 3.40529 3.09848 1.71658 1.68974 1.29462 1.02941 1.05692 0.923651 0.826818 0.630115 0.472231 0.617242 0.453956 0.453707 0.448055 0.436787 0.409024 0.407842 0.38803 0.335095 0.312784 0.305382 0.269432 0.262325 0.257746 0.244587 0.237623 0.220423 0.204763
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14530500000000005 -1.0000000180025095e-35 0.10803500000000001 0.090285000000000018 -0.27825499999999997 0.033845000000000007 -0.075934999999999989 0.092235000000000025 0.098035000000000011 -0.04890499999999999 -0.012034999999999999 1.0000000180025095e-35 -0.11242999999999999 0.13592500000000005 0.080150000000000013 0.13436000000000001 0.041865000000000006 -0.41396999999999995 0.12000500000000001 0.087310000000000013 0.12958500000000003 0.13075500000000004 -0.037864999999999989 0.077555000000000013 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 15 6 23 25 16 -5 18 12 -11 28 -9 -2 17 -4 -10 -18 29 22 -7 -3 -24 -8 -6 -15 -1 -16
right_child=1 5 8 9 26 21 7 14 10 11 -12 -13 -14 27 20 -17 19 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011015331399844505 0.00072230095755966269 0.00058193562367437951 0.00093666917455741789 0.0011265156549565931 0.00068455981134491807 0.00041135729441200107 0.0010792916856453805 0.00086320526824862354 0.0011108188844432796 0.0010037270977216609 0.00097199809525950944 0.00060799355067775332 0.00073798969186173499 0.0010592157670322058 0.00076108590273083637 0.0010461150462924163 0.0014486345369220726 0.0011584555323697356 0.00084586494744382954 0.0011801912469892736 0.00033644667185167326 0.00052445523475772385 3.2062382378642129e-05 0.00033933135201635455 0.00033075653477663208 0.00077173564363928397 0.00044375119146470931 0.0008183424689752214 0.0013089333338285583 0.00055304376896293383
leaf_weight=110 20 24 33 30 50 32 22 20 774 52 171 48 95 31 22 92 37 1024 23 47 24 23 26 66 20 20 24 32 24 105
leaf_count=110 20 24 33 30 50 32 22 20 774 52 171 48 95 31 22 92 37 1024 23 47 24 23 26 66 20 20 24 32 24 105
internal_value=0 0.000616839 0.00109386 0.000940492 0.00083638 0.000515763 0.000579847 0.000654138 0.00112455 0.000823476 0.00108 0.000776854 0.000831992 0.00107414 0.000585686 0.000988291 0.00116235 0.00115153 0.00110317 0.00129843 0.000548929 0.000323511 0.000264259 0.000404026 0.000161929 0.000932836 0.00060646 0.000936867 0.00113868 0.000589083
internal_weight=0 590 2531 422 186 404 303 213 2109 225 968 195 147 197 171 112 1141 1057 797 84 151 101 78 90 46 42 74 63 134 127
internal_count=3121 590 2531 422 186 404 303 213 2109 225 968 195 147 197 171 112 1141 1057 797 84 151 101 78 90 46 42 74 63 134 127
is_linear=0
shrinkage=0.00196078


Tree=5274
num_leaves=31
num_cat=0
split_feature=1 12 132 1 474 157 151 47 0 149 4 457 402 52 156 0 131 3 124 12 15 48 4 402 133 42 48 49 4 160
split_gain=0.717928 0.208701 0.121953 0.132663 0.0851104 0.0881861 0.0809357 0.0809305 0.105067 0.0993948 0.0800929 0.0742344 0.0706081 0.0670404 0.0660657 0.119221 0.108103 0.0836278 0.0737115 0.0639135 0.0580056 0.0586911 0.101171 0.0986483 0.0701197 0.0571053 0.0538313 0.0506317 0.0655125 0.0624281
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 0.10124500000000002 0.086280000000000009 -0.0048549999999999991 0.050660000000000004 0.085505000000000012 -0.040504999999999992 0.081720000000000015 0.022185000000000003 -0.079829999999999984 0.091530000000000014 0.12354000000000001 0.10093000000000001 0.024095000000000002 0.091885000000000008 -0.0087149999999999988 -1.0000000180025095e-35 0.099815000000000015 -0.21699999999999997 0.090720000000000009 -0.50940999999999981 0.081585000000000019 0.091250000000000012 -0.14148999999999998 0.12118000000000002 0.092560000000000017 -0.00099499999999999979 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 27 9 10 12 -9 -5 14 -13 15 16 17 -2 -19 20 -3 22 -22 24 -23 -21 -12 28 29 -7
right_child=7 19 -4 11 -6 6 -8 8 -10 -11 26 13 -14 -15 -16 -17 -18 18 -20 25 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013587964804258286 0.0050698913697322665 0.01431626457720995 0.00032520949095487595 0.010979266682018837 0.0043195485238086539 0.0064375088929439026 0.0025768638751469553 0.013486354234628378 6.0602510347962384e-05 0.0096734333550557508 0.0084428727828167582 0.0044697143997694125 -0.0032048707207043971 0.0098821737731878585 0.0079312057031885441 -0.0043121377671013761 0.0097535829229111037 0.0039543045020696745 -0.0027122371024614592 0.012710822352208198 0.015829202348294741 0.0097172918165564 0.0095417102279753627 0.0015618097887414955 0.0036411219625733793 0.0077623059348101257 0.0021038704662628117 0.0062926011878754132 0.012180743135463495 0.012126514739273783
leaf_weight=43 55 25 25 24 37 62 20 20 21 20 37 191 21 26 23 24 22 27 43 25 26 109 1630 23 23 347 21 46 77 28
leaf_count=43 55 25 25 24 37 62 20 20 21 20 37 191 21 26 23 24 22 27 43 25 26 109 1630 23 23 347 21 46 77 28
internal_value=0 0.00884699 0.00715712 0.00746542 0.00882328 0.00942705 0.00865915 0.00394079 0.00633906 0.00293045 0.00802942 0.00570189 0.0023032 0.00511821 0.00289943 0.00222264 0.00328954 0.00215187 -0.000140857 0.00929013 0.0095323 0.00946626 0.00964043 0.0076055 0.00865857 0.00809487 0.00614772 0.00923026 0.0100394 0.00820742
internal_weight=0 2787 579 554 313 276 233 334 99 235 78 241 215 217 194 171 147 125 70 2208 1836 1811 1656 155 132 372 58 213 167 90
internal_count=3121 2787 579 554 313 276 233 334 99 235 78 241 215 217 194 171 147 125 70 2208 1836 1811 1656 155 132 372 58 213 167 90
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 16 475 15 0 16 159 16 4 2 52 0 0 1427 48 1447 52 2 2 3 4 403 1208 1210 12 13
split_gain=0.581522 0.169048 0.112298 0.113459 0.0972156 0.113406 0.117517 0.0799521 0.0729017 0.094101 0.0857447 0.0735427 0.0704029 0.069717 0.0686843 0.0611676 0.0589632 0.0952023 0.101036 0.13458 0.0937519 0.0637452 0.0836063 0.0804872 0.0718774 0.0770233 0.0636226 0.166975 0.0604868 0.0786851
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.08104500000000002 0.15273500000000004 -0.081364999999999979 0.035560000000000008 1.0000000180025095e-35 -0.0013749999999999997 0.083870000000000014 -0.082779999999999979 0.40945500000000007 0.14285500000000004 0.047850000000000011 0.024095000000000002 -0.074479999999999977 0.083935000000000023 0.092475000000000016 -0.065079999999999985 -0.037344999999999996 0.10559 0.11474000000000002 -0.049509999999999992 -0.085594999999999991 -0.53101999999999994 0.099975000000000008 -0.065959999999999977 0.083715000000000026 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 14 -11 -10 13 -2 -8 -14 21 18 19 -18 -20 23 -23 24 28 -26 27 -21 -3 -30
right_child=12 16 -4 4 -6 -7 7 -9 11 10 -12 -13 15 -15 -16 -17 17 -19 20 26 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00016569322299050249 0.0065281416224228731 0.0062132127990480518 -0.00073743540838006006 -2.5520271932085356e-05 0.012743329922003405 0.00995392140427033 0.0050121532563358719 0.012061018294965227 0.0069089757988140699 0.014791327148675919 0.0061236439583202207 -0.0009814224240404588 0.0029884480107890948 0.0019736306886758885 0.0086665283021368621 -0.002103055875548827 0.014879790872024993 0.013480706714093686 0.0075283486132684627 -0.0018495201510155485 -0.0018331498272069124 0.0025710228567109687 0.0099302314651700183 0.014929277644980522 0.0034817554928820525 0.008525209315182504 0.011166131133968766 0.0073037621932719957 0.01626984931062907 0.010193106645571166
leaf_weight=23 107 32 21 30 28 88 202 24 21 25 21 27 150 49 69 28 24 25 20 21 23 38 26 21 31 1305 37 391 24 190
leaf_count=23 107 32 21 30 28 88 202 24 21 25 21 27 150 49 69 28 24 25 20 21 23 38 26 21 31 1305 37 391 24 190
internal_value=0 0.00796229 0.00644141 0.00671158 0.00700724 0.00669045 0.00600505 0.00647013 0.00610251 0.00665245 0.0108343 0.00247063 0.00354671 0.00509756 0.0059426 0.00218754 0.00836111 0.007454 0.00716201 0.00758392 0.00252104 0.0086555 0.0055607 0.00877906 0.00869742 0.00840818 0.00719394 0.00683721 0.0102682 0.0108746
internal_weight=0 2787 579 558 535 507 419 389 365 317 46 48 334 156 271 178 2208 541 516 473 43 1667 64 1603 1582 1336 449 412 246 214
internal_count=3121 2787 579 558 535 507 419 389 365 317 46 48 334 156 271 178 2208 541 516 473 43 1667 64 1603 1582 1336 449 412 246 214
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 14 1 10 4 0 2 150 160 0 2 48 2 51 43 13 16 0 131 4 0 4
split_gain=24.2526 2.81647 2.36025 1.98284 1.36836 1.29702 0.969426 0.659683 0.600673 0.514009 0.504566 0.479615 0.455732 0.399061 0.398795 0.305889 0.43285 0.305575 0.292198 0.284258 0.278091 0.263978 0.256199 0.271361 0.391795 0.229007 0.225267 0.221768 0.215052 0.211423
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.088105000000000003 0.091325000000000003 -0.17966999999999997 0.40473500000000007 0.076175000000000007 0.10124500000000002 -0.014199999999999999 0.0052350000000000009 -0.13027499999999997 0.11389000000000002 0.091105000000000005 -0.078564999999999982 -0.23194499999999998 0.12358500000000001 0.084485000000000018 0.14530500000000005 0.13705500000000001 -0.04890499999999999 -0.020934999999999999 -0.50690499999999983 -0.088774999999999979 0.094655000000000017 -0.036839999999999991 -0.059114999999999994 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 5 14 20 9 -6 -7 13 15 28 18 -4 17 16 -9 -1 25 -18 22 26 -3 -24 -25 -8 -13 -2 -5 -19
right_child=1 3 6 11 7 8 12 10 -10 -11 -12 21 -14 -15 -16 -17 19 29 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011936568055773374 0.0010698954848682178 0.00043296997018574013 0.00079252879481703296 0.00026296530036416094 0.00098881755804125829 0.00084848316631564238 0.0010863127698208771 0.00057612683477939344 0.00053388198208277756 0.0012270438949317883 0.00056753975262966393 0.00037309482830228557 0.00085613572900640022 0.001021580320241892 0.000691621386759978 0.00056252229573626781 0.0010280115332894925 0.0010272495596796384 0.00075892812683391714 0.00077064988677585261 0.00028890349065848424 0.00057274337784916744 0.00046701258994705973 0.00047841525997714408 0.00077052939111310744 0.00095913494073928914 0.00015048205824701676 0.00081207439976681631 -8.1989468438899447e-06 0.00088115549692508116
leaf_weight=22 29 103 30 23 31 70 60 21 35 46 85 85 200 1160 21 22 33 69 26 33 25 20 61 31 41 587 22 23 22 85
leaf_count=22 29 103 30 23 31 70 60 21 35 46 85 85 200 1160 21 22 33 69 26 33 25 20 61 31 41 587 22 23 22 85
internal_value=0 0.000520101 0.000961553 0.000477983 0.000827695 0.000559586 0.000988337 0.000723219 0.000743616 0.00102367 0.000680778 0.000304339 0.000938316 0.00101581 0.00094702 0.000769082 0.000821316 0.000977494 0.000962739 0.000899331 0.000485551 0.000365973 0.000506382 0.000563236 0.000644758 0.000970929 0.000327324 0.000955859 0.000130396 0.000946613
internal_weight=0 590 2531 538 422 366 2109 225 105 1236 194 172 873 1190 197 109 87 176 673 66 261 127 236 133 72 647 107 52 45 154
internal_count=3121 590 2531 538 422 366 2109 225 105 1236 194 172 873 1190 197 109 87 176 673 66 261 127 236 133 72 647 107 52 45 154
is_linear=0
shrinkage=0.00196078


Tree=5277
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 0 1 0 4 0 2 156 14 16 48 2 10 4 3 160 14 159 151 15 16
split_gain=23.4031 4.01493 2.35403 1.86538 1.60674 1.05534 0.799277 0.755744 0.717347 0.687951 0.843744 0.617128 0.480549 0.425827 0.318161 0.309415 0.306348 0.29108 0.248067 0.248005 0.232714 0.26867 0.227932 0.360045 0.297145 0.210697 0.199779 0.172495 0.168057 0.166774
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.077845000000000011 -0.079119999999999982 0.27834500000000006 -0.15599999999999997 0.14122000000000004 -0.0011799999999999998 -1.0000000180025095e-35 -0.12029499999999999 0.092680000000000026 0.17025000000000004 -0.38851999999999992 -0.49013999999999996 -0.11171999999999999 -0.016279999999999996 -0.42495999999999995 0.083335000000000006 -0.088784999999999989 0.090455000000000021 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 8 -6 20 9 10 14 -5 -12 17 -1 25 -14 -11 -19 22 -4 -22 -18 24 -24 -3 27 -27 -10 -29
right_child=1 2 7 11 6 -7 -8 -9 28 13 12 -13 16 -15 -16 -17 19 18 -20 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.00068959038054024408 0.00080523223148118721 0.00050569623661599224 0.00015054801807534373 0.00076414416478920715 0.00070497089805728139 0.0004881649415286205 0.00036288923583924768 0.00046304893078701081 0.0010612127168704731 0.00096202336328258923 0.00084568813690418876 0.00041751688259594055 0.00093207607603134094 0.00046275180350839834 0.00039514881279580397 0.00014369116934758968 0.00086697540901507742 0.00078896759216249234 0.00067819082416344361 0.00060821600169073259 0.00011912045132300977 -0.00017043680663149201 0.00042018467341275778 0.0007794988709572319 0.00071682871211266861 0.00049622113241211451 0.00023155225442816354 0.00037397007732488434 0.00088454854379002861 0.00021701430152100537
leaf_weight=43 76 31 122 28 85 41 38 26 47 21 1160 67 46 23 21 30 89 132 189 36 28 22 20 393 37 32 56 111 37 34
leaf_count=43 76 31 122 28 85 41 38 26 47 21 1160 67 46 23 21 30 89 132 189 36 28 22 20 393 37 32 56 111 37 34
internal_value=0 0.000380064 0.000327523 0.000789015 0.000411115 0.000799973 0.000599287 0.000151474 0.000805546 0.000798786 0.000814174 0.000519681 0.000822122 0.000721007 0.000592977 0.000332389 0.000778102 0.000738375 0.000723744 0.000765784 0.000104376 -8.28474e-06 0.000776308 0.000758376 0.000612743 0.000353832 0.000333627 0.000365922 0.000983396 0.000337167
internal_weight=0 691 615 2430 417 2335 123 198 2294 2210 1845 95 1781 365 64 294 621 342 321 575 172 50 539 450 57 264 233 177 84 145
internal_count=3121 691 615 2430 417 2335 123 198 2294 2210 1845 95 1781 365 64 294 621 342 321 575 172 50 539 450 57 264 233 177 84 145
is_linear=0
shrinkage=0.00196078


Tree=5278
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 4 14 49 1 0 40 1 1 52 1 4 16 1 16 1 0 4 447 16 2
split_gain=20.6247 3.36365 1.67908 1.53896 1.35514 1.04594 0.92775 0.679823 0.617365 0.563969 0.451795 0.394482 0.326432 0.294246 0.278904 0.258656 0.239287 0.198568 0.195753 0.18262 0.183019 0.201276 0.171114 0.260102 0.190371 0.186191 0.183223 0.168021 0.162885 0.160764
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089885000000000007 0.09253500000000002 -0.15464999999999998 0.062655000000000016 -0.054984999999999992 0.091195000000000012 -0.23091999999999999 -0.077714999999999992 0.16175000000000003 0.13075500000000004 -0.56176499999999996 0.11654500000000001 0.42642000000000008 -0.0048099999999999992 0.089875000000000024 -0.016164999999999995 0.085345000000000018 0.041630000000000007 -0.097604999999999983 0.081385000000000013 0.15273500000000004 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 15 -8 11 -4 -9 13 -2 27 -10 -3 -6 -5 -16 20 21 -12 24 -24 25 26 -20 -1 -27 -15
right_child=1 4 9 17 16 -7 7 10 14 -11 19 -13 -14 29 18 -17 -18 -19 22 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00092604645148415966 0.00058952936312195914 0.00039469897055444391 0.00082123220351448388 0.00052885232006514887 0.00024756755856117374 0.00059834862937481177 0.00070437808595738712 0.00073898699572857692 0.00064617624046171406 0.00050608405106342016 0.00049412448160986687 0.0010733724487267606 0.00083887807637227617 0.00068109931226864975 0.00098521611595936572 0.00019209748078206115 1.5122602549385902e-05 0.0003183179761715282 0.0010462690071732391 0.00034967691384300348 0.00063871619044246952 0.00026651107176553967 0.00059601006613058203 0.00086293799492220087 0.0010460153075994229 0.00060821038329092057 0.00085578069757736588 0.00076019702154155402 0.00082240294779347919 0.00086139843809803504
leaf_weight=1095 24 47 34 61 90 48 57 20 25 61 59 59 127 21 43 50 21 24 20 69 22 20 25 32 20 21 662 24 39 201
leaf_count=1095 24 47 34 61 90 48 57 20 25 61 59 59 127 21 43 50 21 24 20 69 22 20 25 32 20 21 662 24 39 201
internal_value=0 0.000490496 0.000874405 0.000680448 0.000391971 0.000884801 0.000452756 0.000516568 0.000890813 0.000618874 0.000460225 0.000916456 0.000799246 0.000909552 0.00085034 0.000290265 0.000203591 0.000469407 0.000856261 0.00042743 0.000480548 0.000436501 0.000849491 0.000745864 0.000857242 0.000852154 0.000861367 0.000922489 0.000747436 0.000844343
internal_weight=0 691 2430 236 455 2335 344 247 2287 95 190 1400 151 1341 887 97 111 85 862 170 101 79 819 57 762 742 682 1119 60 222
internal_count=3121 691 2430 236 455 2335 344 247 2287 95 190 1400 151 1341 887 97 111 85 862 170 101 79 819 57 762 742 682 1119 60 222
is_linear=0
shrinkage=0.00196078


Tree=5279
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 402 0 45 10 13 43 157 48 0 4 3 1 12 12 43 123 124 16 160 52 1 1453 13 0 13
split_gain=0.803884 0.194911 0.107381 0.139749 0.101058 0.0940387 0.0919764 0.0784686 0.077346 0.0744912 0.185396 0.0734614 0.0733982 0.182739 0.098912 0.080071 0.127922 0.0699755 0.171175 0.0769828 0.0684808 0.0747163 0.0660283 0.108188 0.0827968 0.0834854 0.0667078 0.134497 0.0736207 0.179634
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.086055000000000006 0.22582000000000002 0.081955000000000014 -0.0026549999999999994 -0.16152999999999998 0.08845500000000002 -0.49695999999999996 0.093265000000000015 -0.061629999999999997 -0.50052499999999989 0.092670000000000016 0.089875000000000024 0.10673000000000001 0.11734000000000001 -0.073404999999999984 0.11679000000000002 -0.087394999999999987 0.042200000000000008 -0.081639999999999976 -0.14488499999999996 0.098700000000000024 -0.044999999999999991 -0.08645499999999999 -0.080499999999999988 -0.075129999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 20 -4 17 7 8 -1 10 -10 -11 14 -14 -13 22 -17 19 -19 -2 21 -3 24 -24 -16 -26 -25 -28 29 -29
right_child=1 2 4 -5 -6 -7 -8 -9 9 11 -12 12 13 -15 15 16 -18 18 -20 -21 -22 -23 23 26 25 -27 27 28 -30 -31
leaf_value=0.0048383867698966673 0.0072438125918823778 0.0095690469359396967 -0.0047742227724354184 0.013224782422184944 0.0030518492296725125 0.001409729483670422 0.0027265796083069983 0.014837304209448541 -0.001151847584300082 0.015087601405305221 0.01198416090614739 0.013383706530668971 0.0086303860785893402 -0.0013022804499736853 0.013285486401918418 -0.00037565303168126513 0.010799138303846122 0.00076218112795190386 0.012149799505079335 0.011538570068009638 -0.0010505441538407468 0.0044898199540759501 0.0028646469486000785 0.0043258106038937798 0.0097478553117393858 0.0045882740851084236 0.015548616641711805 0.011245495546609164 0.00946559789013399 -0.0015335362383418463
leaf_weight=38 82 32 21 20 77 21 21 26 22 23 21 66 157 21 65 21 20 33 22 85 20 305 34 29 1569 32 31 22 163 22
leaf_count=38 82 32 21 20 77 21 21 26 22 23 21 66 157 21 65 21 20 33 22 85 20 305 34 29 1569 32 31 22 163 22
internal_value=0 0.00550229 0.00432384 0.00509042 0.00137483 0.00780586 0.00931562 0.00937371 0.00931342 0.00938678 0.00526341 0.00946472 0.00940729 0.00745855 0.00957454 0.00944934 0.00507546 0.00841089 0.00531723 0.00942977 0.00463472 0.00497212 0.00954051 0.00817744 0.00978677 0.00964473 0.00885397 0.00940573 0.00848578 0.00485598
internal_weight=0 718 475 377 98 243 2403 2382 2356 2318 43 2275 2252 178 2074 2008 41 222 55 167 357 337 1967 301 1666 1601 267 238 207 44
internal_count=3121 718 475 377 98 243 2403 2382 2356 2318 43 2275 2252 178 2074 2008 41 222 55 167 357 337 1967 301 1666 1601 267 238 207 44
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 1 2 2 1 1 50 4 1 0 1 1 52 1 2 52 2 1 52 2 475 0
split_gain=40.2188 6.07701 3.38243 2.85946 1.96157 1.95891 1.34838 1.33351 1.17607 0.947431 0.893202 0.890321 0.580781 0.475424 0.424938 0.419047 0.39653 0.318887 0.311865 0.288755 0.286082 0.272638 0.261218 0.241344 0.223455 0.208062 0.203693 0.174557 0.218833 0.247863
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.092845000000000025 0.10613000000000002 0.089775000000000008 0.12337000000000002 0.091195000000000012 0.041865000000000006 -0.15289999999999995 0.13075500000000004 -0.22491999999999998 0.12958500000000003 0.12408500000000001 -0.088204999999999992 0.12000500000000001 0.11411 -0.56176499999999996 -1.0000000180025095e-35 0.16175000000000003 -0.16675999999999999 0.099185000000000009 -0.082014999999999991 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 7 8 21 11 -4 18 13 20 -1 25 -12 22 -13 -9 -17 -2 -3 -5 -19 -15 -7 -10 -25 -29 -30
right_child=1 5 9 16 -6 14 -8 10 26 -11 15 17 -14 24 -16 19 -18 23 -20 -21 -22 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.0043323609931069191 0.0043119325767401618 0.0036278809319023326 0.0041576887604794811 0.0039576380526652188 0.0038870394132495705 0.003348847899142074 0.0038435162192556114 0.0040831597943569459 0.0043458430439818141 0.0037612059084695024 0.0039448641912609925 0.0040292238905316304 0.0038937235190198314 0.0040401889719103787 0.0035814924117846367 0.0036927553267131997 0.0034831146788752935 0.004380018682634333 0.0037728617354935291 0.0035040556883611596 0.0041163310539569301 0.0033969746978950162 0.0036863911745235391 0.0042596029153899066 0.0042528557852578638 0.0031201488042578978 0.0045721282354846803 0.0043706433532371327 0.0042076474456874957 0.0040444481663587618
leaf_weight=1106 57 28 37 21 48 65 26 33 20 62 20 28 27 21 26 121 24 46 20 42 58 66 39 447 199 20 65 27 281 41
leaf_count=1106 57 28 37 21 48 65 26 33 20 62 20 28 27 21 26 121 24 46 20 42 58 66 39 447 199 20 65 27 281 41
internal_value=0 0.00372144 0.00426443 0.00398289 0.00427936 0.00358746 0.00428752 0.00366325 0.00429258 0.00390939 0.00374192 0.00428382 0.00415252 0.0043158 0.00336213 0.003677 0.00369612 0.00423508 0.00396607 0.00364413 0.00421328 0.00346576 0.00378133 0.00424193 0.00423256 0.00329504 0.00451888 0.00423395 0.00420109 0.00418687
internal_weight=0 667 2454 226 2355 441 2307 330 2281 99 236 2196 142 1326 111 183 84 870 53 163 115 94 60 842 220 85 85 796 349 322
internal_count=3121 667 2454 226 2355 441 2307 330 2281 99 236 2196 142 1326 111 183 84 870 53 163 115 94 60 842 220 85 85 796 349 322
is_linear=0
shrinkage=0.00196078


Tree=5281
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 4 2 1 52 50 1 2 15 47 16 52 16 12 131 160 2 1 3 16
split_gain=25.5685 4.11399 2.71488 2.32841 1.5818 1.12949 0.92164 0.744431 0.737646 0.697988 0.672657 0.782247 0.596408 0.436786 0.331799 0.30116 0.278272 0.570589 0.230084 0.222731 0.222132 0.196394 0.186375 0.17833 0.175985 0.17147 0.166856 0.166144 0.164083 0.150621
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.089885000000000007 0.091195000000000012 -0.56176499999999996 0.086295000000000011 0.089770000000000016 0.10644500000000001 -0.41942499999999994 0.090100000000000013 -0.016164999999999995 -0.16675999999999999 -0.11118499999999999 0.096990000000000007 0.09031500000000002 -0.067824999999999983 -1.0000000180025095e-35 0.11588000000000001 -0.0025099999999999996 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 6 7 12 -5 27 11 -4 13 29 -14 18 23 20 -12 -3 -18 -9 -20 -16 -2 -13 -15 -6 -27 -1
right_child=1 2 10 8 9 -7 -8 21 -10 -11 15 25 14 26 16 -17 17 -19 22 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0010724882253208706 0.0010674406214460611 0.00050225205831738251 0.00060871373693727724 0.00092644280997870832 0.00099577798363677944 0.00067678270571999211 0.00064495276759825673 0.0010194951668381692 0.00057001190481996823 0.00054532983263063935 0.00031429968316483648 0.00048188553922170519 0.0011243224550492727 0.00078227142485973438 0.00098623829612065964 0.00044594037914300028 0.00059443082924522063 0.001111323514989778 0.00023147971127013679 0.00067935139123423427 0.00086213652087697577 0.0012416888861095205 2.857033807804469e-06 0.00092289882154439123 0.00086382319179235717 0.00037729918060034235 0.00096604174208742065 0.0008117284809487672 0.00019625564760871722 0.0010258325997666447
leaf_weight=437 47 186 63 34 44 41 27 20 65 26 35 22 46 21 488 22 26 20 26 32 22 65 29 263 25 38 199 33 39 680
leaf_count=437 47 186 63 34 44 41 27 20 65 26 35 22 46 21 488 22 26 20 26 32 22 65 29 263 25 38 199 33 39 680
internal_value=0 0.000554059 0.000500491 0.000987 0.00062286 0.000999384 0.0010051 0.00100935 0.000692423 0.000823105 0.000357132 0.000437912 0.0010024 0.00102836 0.000962282 0.00024029 0.000953181 0.000833069 0.00019002 0.000528248 0.000717129 0.00118941 0.000110933 0.000964057 0.00099674 0.00032922 0.0009485 0.0009169 0.000285602 0.00104409
internal_weight=0 667 595 2454 321 2355 2314 2287 99 103 274 162 2202 1337 865 112 819 68 90 218 48 85 55 751 72 99 220 77 77 1117
internal_count=3121 667 595 2454 321 2355 2314 2287 99 103 274 162 2202 1337 865 112 819 68 90 218 48 85 55 751 72 99 220 77 77 1117
is_linear=0
shrinkage=0.00196078


Tree=5282
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 4 2 4 0 15 1 123 0 4 49 4 3 43 4 40 0 1 16 16 50 43 150
split_gain=18.6818 3.12798 1.55898 1.32008 1.23254 0.943342 0.850834 0.765631 0.643576 0.694969 0.610931 0.744917 0.552191 0.493275 0.368631 0.349311 0.344974 0.304162 0.252899 0.307453 0.291913 0.425117 0.23806 0.237709 0.237409 0.226 0.216971 0.205605 0.217804 0.203941
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.062655000000000016 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.10469999999999999 0.077845000000000011 0.10695000000000002 -0.07929499999999999 0.27834500000000006 -0.054984999999999992 -0.49013999999999996 -0.11171999999999999 -0.15582499999999996 -0.16363499999999997 -0.077714999999999992 -0.14832499999999996 0.16175000000000003 -0.10850999999999998 -0.039889999999999988 0.083640000000000006 -0.018859999999999998 0.082565000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 10 22 -9 -10 11 12 -1 -4 -11 -13 23 -2 27 20 -20 -22 -3 -12 -6 -25 -14 28 -17 -5
right_child=1 4 13 29 24 -7 -8 8 9 14 16 15 26 -15 -16 18 -18 -19 19 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010634288001878588 0.00066426127709241377 0.00048347897881049074 0.00091121179894322439 0.00050793939632494249 0.00033410334049410756 0.00065409333789422715 0.0011478531644805695 0.00090056728739974236 0.00083593565142816965 0.00054440795207746548 0.0010836339840034142 0.00098806554287280313 0.00059876409778348042 0.00060131299607335802 0.00027034848591053632 0.00079211478358974638 0.00063315094508173517 0.00090495430408150609 0.00097693652331996036 0.00093066667307432731 0.00087189616124127428 0.00048482610570157271 0.00028911093918277937 0.00092144621100591784 9.890383224235195e-05 0.00080350241401406489 0.00083276543379122133 0.0011885925167414988 0.0010206042392811975 0.00073436191926399858
leaf_weight=20 24 47 28 65 77 41 84 23 30 186 21 1177 39 67 21 20 23 127 21 467 24 20 50 134 21 117 25 21 81 20
leaf_count=20 24 47 28 65 77 41 84 23 30 186 21 1177 39 67 21 20 23 127 21 467 24 20 50 134 21 117 25 21 81 20
internal_value=0 0.000573495 0.000938875 0.000756673 0.000478484 0.000948892 0.000954161 0.000531953 0.000587417 0.000557026 0.000946799 0.000959594 0.000779042 0.000692652 0.000516605 0.000967878 0.000863737 0.000866698 0.000931545 0.000913081 0.000786734 0.000695955 0.000383289 0.000883235 0.000283703 0.000866468 0.000690171 0.00101206 0.000975359 0.000561215
internal_weight=0 691 2430 236 455 2335 2294 357 260 237 2210 1915 84 95 207 1831 295 151 654 532 65 44 97 272 98 251 64 122 101 85
internal_count=3121 691 2430 236 455 2335 2294 357 260 237 2210 1915 84 95 207 1831 295 151 654 532 65 44 97 272 98 251 64 122 101 85
is_linear=0
shrinkage=0.00196078


Tree=5283
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 47 4 1 0 0 2 2 4 4 15 4 3 160 16 3 43 151 47 16 15 3
split_gain=24.9817 3.98919 2.29883 1.95549 1.51445 1.32274 0.841267 0.858345 0.848388 0.675496 0.608406 0.581781 0.468511 0.463754 0.450065 0.43752 0.383732 0.350024 0.278079 0.272336 0.395026 0.383827 0.26469 0.201022 0.198747 0.189473 0.189794 0.186907 0.185876 0.174055
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.13082500000000002 0.40473500000000007 0.077845000000000011 -0.15599999999999997 -0.079119999999999982 0.13754500000000003 -1.0000000180025095e-35 0.27834500000000006 0.50822500000000004 -0.12255999999999999 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 -0.12029499999999999 -0.042499999999999989 -0.080324999999999994 -0.088784999999999989 0.090100000000000013 0.13751500000000003 0.090455000000000021 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 7 8 12 14 -6 -5 -1 -10 15 -4 18 -17 -9 -15 21 -21 -20 -22 -13 -3 29 -7 -8 -27
right_child=1 2 9 11 10 27 28 16 13 -11 -12 24 -14 19 -16 17 -18 -19 22 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00093440781782750282 0.0010125406793827121 0.00067827344269436941 0.00034499575752529343 0.0009728519752079032 0.00093647340341225841 0.00059243445822356312 0.0013036633350971493 0.0010715767035102534 0.0010700837975875441 0.00065054989458867717 0.00061632913232416312 0.00070596189860955446 0.00057710555567293948 0.0010866820155270218 0.00027665602839636763 0.00069621139229470938 0.00068327595053137736 0.00037104094948838738 0.001003120591952282 0.00061428030916288782 0.0010142727298479454 0.00094188226888258406 0.00087770679694845353 0.00082190288247377895 0.00047258754758456461 0.0004461330335121814 0.00070572437859382948 0.00083907915124483584 0.0011178695451158282 0.00057162288280706555
leaf_weight=43 76 40 71 28 74 27 47 60 1160 37 33 47 21 122 114 35 22 20 103 20 412 44 174 22 20 86 21 21 37 84
leaf_count=43 76 40 71 28 74 27 47 60 1160 37 33 47 21 122 114 35 22 20 103 20 412 44 174 22 20 86 21 21 37 84
internal_value=0 0.000588738 0.000536366 0.00101126 0.00064489 0.00102248 0.00102924 0.00102189 0.00103897 0.000403942 0.000837737 0.000735493 0.000817168 0.00104695 0.000365924 0.00044669 0.000934176 0.000577968 0.000950555 0.00100365 0.000983315 0.000839507 0.000924341 0.00100452 0.000636298 0.000555562 0.000529864 0.000700342 0.00122183 0.00050814
internal_weight=0 691 615 2430 338 2335 2287 2203 1844 277 107 95 64 1780 240 126 359 55 337 620 498 64 277 434 67 231 191 48 84 170
internal_count=3121 691 615 2430 338 2335 2287 2203 1844 277 107 95 64 1780 240 126 359 55 337 620 498 64 277 434 67 231 191 48 84 170
is_linear=0
shrinkage=0.00196078


Tree=5284
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 47 1 11 2 4 52 1 1 2 3 4 131 52 47 12 15 10 1 0 4 1
split_gain=20.8205 3.48939 1.99309 1.56502 1.25164 1.00992 0.657384 0.640076 0.62429 0.566992 0.498042 0.422035 0.41328 0.3563 0.30029 0.240632 0.213785 0.298421 0.187765 0.185032 0.184884 0.183158 0.212041 0.181677 0.181321 0.231349 0.168617 0.181226 0.212117 0.159646
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.11474000000000002 0.089775000000000008 0.13082500000000002 0.09253500000000002 1.0000000180025095e-35 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.091195000000000012 0.089770000000000016 0.09678500000000001 -0.010424999999999999 -0.0070899999999999991 0.09031500000000002 0.12492500000000002 0.090100000000000013 0.10124000000000001 -0.41942499999999994 -0.38124499999999995 0.085345000000000018 0.041630000000000007 -0.097604999999999983 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 21 6 8 19 11 12 -5 15 13 -4 -10 -1 26 -18 -15 -6 -2 22 29 -21 -14 -26 27 28 -16 -3
right_child=1 2 9 10 7 -7 -8 -9 14 -11 -12 -13 24 18 16 -17 17 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010017716520638994 0.0010285906249244288 0.00052611186954073868 0.0005798011632891846 0.00089571424120781472 0.0010348135456044406 0.00068081033833057071 0.0006308850091873749 0.00051054601213765369 0.0010906063159524279 0.00062017323943787807 0.00059955833454016741 0.0011556164204254323 0.00036885883841665312 0.00047038520068564462 0.001135262405755473 0.00093007068559561366 0.00062975393999998794 0.00090553297089059764 0.00030415169231338778 0.00092603967281778274 0.00082053550050344333 0.00071907606633270487 0.00067292163213320281 0.00070603550476013282 0.00032253170203344497 6.7135781974963894e-05 0.0011097198447176054 0.00082393253015147316 0.00093034430947503658 0.00038052026995544956
leaf_weight=1104 52 148 40 34 22 48 22 23 43 37 61 62 32 41 20 215 22 48 72 31 24 20 31 27 25 30 20 60 671 36
leaf_count=1104 52 148 40 34 22 48 22 23 43 37 61 62 32 41 20 215 22 48 72 31 24 20 31 27 25 30 20 60 671 36
internal_value=0 0.000566523 0.000517542 0.00095225 0.000618592 0.000962287 0.000968195 0.000798822 0.000971471 0.000394238 0.000705551 0.000997516 0.000359407 0.000420763 0.000930784 0.000990084 0.000922612 0.00081886 0.000364467 0.000881701 0.000962889 0.000539597 0.000522902 0.000823624 0.000251504 0.000183225 0.000932032 0.0009273 0.000936275 0.000497627
internal_weight=0 691 615 2430 338 2335 2287 103 2265 277 95 1381 240 153 884 1319 841 70 113 80 76 235 215 58 87 55 771 751 691 184
internal_count=3121 691 615 2430 338 2335 2287 103 2265 277 95 1381 240 153 884 1319 841 70 113 80 76 235 215 58 87 55 771 751 691 184
is_linear=0
shrinkage=0.00196078


Tree=5285
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 14 1 4 2 2 0 15 1 43 0 47 52 457 3 49 4 0 4 11 475 15 156 1
split_gain=63.0766 7.70385 7.06465 5.27339 4.74568 3.5059 3.2878 2.10559 1.87504 1.57826 1.5242 1.0519 0.816498 1.42832 0.714251 0.651232 0.629662 0.627018 0.566034 0.605169 0.562282 0.513765 0.492004 0.44201 0.710466 0.409547 0.350416 0.399261 0.367273 0.341545
threshold=0.10752500000000002 -0.40967499999999996 1.0000000180025095e-35 0.13604000000000002 0.36766000000000004 0.088105000000000003 0.14122000000000004 0.076175000000000007 0.09253500000000002 0.40473500000000007 0.092235000000000025 0.17025000000000004 -0.10836499999999999 -0.12255999999999999 0.091195000000000012 -0.04890499999999999 -0.066089999999999996 0.13011000000000003 -0.56176499999999996 0.080930000000000016 0.30112000000000005 -0.054319999999999993 0.076415000000000025 -0.22491999999999998 0.50644500000000015 1.0000000180025095e-35 -0.08230999999999998 0.024640000000000006 1.0000000180025095e-35 0.12656000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 15 7 10 -4 -7 12 17 13 -1 -14 29 -16 -5 -12 26 23 -10 -15 -17 -25 -9 -20 28 -28 -3
right_child=1 3 8 11 -6 9 -8 25 21 -11 18 -13 14 22 16 20 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0019570930825818897 0.0016885356981308759 0.00084633960646238139 0.0015557925198592391 0.00063137318065532627 0.0010473576480267094 0.0014830234125047838 0.0011396779950898779 0.0017840262800963233 0.0011569779351645825 0.00097306978545922535 0.0018229664764555483 0.00035288151116574372 0.0017552629495651785 0.0013363446868230591 0.0016678905847706152 0.00085957105182730878 0.0013110678889079977 0.0010098918688063528 0.001782613405675599 0.0013414713850137525 0.00080278487815186868 0.00083640526306963999 0.0016858257109822789 0.0012967132921737358 0.00087731747394975495 0.0020917641522448047 0.001539686386164221 0.0016747341665422552 0.001693010932970777 0.00061051621324804939
leaf_weight=26 49 83 34 106 45 70 41 23 40 35 47 49 1193 59 201 29 21 20 44 33 48 37 21 44 24 60 339 194 73 33
leaf_count=26 49 83 34 106 45 70 41 23 40 35 47 49 1193 59 201 29 21 20 44 33 48 37 21 44 24 60 339 194 73 33
internal_value=0 0.000944046 0.00165598 0.000876616 0.00167817 0.00101048 0.00169012 0.00169979 0.00117228 0.00131304 0.00168848 0.000596655 0.00172383 0.00155784 0.00173626 0.000888757 0.00163414 0.000691456 0.00161483 0.00160051 0.00097636 0.00100294 0.00142808 0.00106225 0.00114869 0.00200649 0.00161366 0.00160139 0.00156685 0.000779252
internal_weight=0 590 2531 541 2420 366 2375 2334 111 105 2251 175 1521 106 1415 261 222 126 730 683 145 77 80 97 68 83 650 606 412 116
internal_count=3121 590 2531 541 2420 366 2375 2334 111 105 2251 175 1521 106 1415 261 222 126 730 683 145 77 80 97 68 83 650 606 412 116
is_linear=0
shrinkage=0.00196078


Tree=5286
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 0 49 4 150 1 52 49 1 0 40 1 1 4 1 0 48 49 2
split_gain=42.6057 6.69857 3.35216 3.20508 2.5236 2.20575 1.56061 1.49459 1.28105 1.08196 0.979255 0.75781 0.692657 1.103 0.746463 0.683946 0.627712 0.615809 0.547312 0.466181 0.445842 0.44087 0.434896 0.433799 0.417323 0.360767 0.359637 0.315457 0.296507 0.346499
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 -0.15289999999999995 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083135000000000014 -0.52606999999999993 -0.054984999999999992 0.076935000000000017 -0.084044999999999995 -0.077714999999999992 0.16175000000000003 0.13075500000000004 -0.55119499999999988 0.12408500000000001 -0.030209999999999997 0.093675000000000022 -0.072814999999999977 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 21 12 -8 15 -4 -10 13 16 20 19 -1 -2 -19 26 -14 -3 -6 -5 -22 -13 -7 -26 -18 -30
right_child=1 4 10 23 22 9 8 -9 11 -11 -12 25 14 -15 -16 -17 28 18 -20 -21 24 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0014743884324498759 0.0015648237318774453 0.00079638409251243968 0.0013918050931124265 0.00098181063151047895 0.00058691188153325857 0.0014100187484006462 0.0012195543747884948 0.0017948463090125498 0.0012364148129435147 0.0010707241911058049 0.00097889648538826033 0.00088609438287755836 0.0015735078043368626 0.001686536561207277 0.0013708530111285319 0.0011080164937119859 0.0013616962857495726 0.0010072119017483807 0.001363833717039148 0.0015474506446620081 0.0017732436697325818 0.00053039939526249383 0.00027354491855444802 0.00066989833631060462 0.0015066193907869352 0.00067539624887215095 0.0011805181379572936 0.0012911648954181628 0.0012297641581449754 0.00088647654389633853
leaf_weight=42 45 46 34 60 90 277 54 76 20 41 63 122 695 35 112 28 21 21 78 92 22 50 21 24 808 42 29 27 26 20
leaf_count=42 45 46 34 60 90 277 54 76 20 41 63 122 695 35 112 28 21 21 78 92 22 50 21 24 808 42 29 27 26 20
internal_value=0 0.000923786 0.00148084 0.00119708 0.000783763 0.00149558 0.000868886 0.00152548 0.00095401 0.00137495 0.00112363 0.000876079 0.00151416 0.0013837 0.00152545 0.00140423 0.00128645 0.00137464 0.00128819 0.00142506 0.0015366 0.00065785 0.000527626 0.000892693 0.00150668 0.000832135 0.00138827 0.00149965 0.00116864 0.00108051
internal_weight=0 673 2448 228 445 2351 334 1884 238 467 97 184 1808 144 1664 426 109 144 99 398 1552 96 111 84 857 164 306 835 67 46
internal_count=3121 673 2448 228 445 2351 334 1884 238 467 97 184 1808 144 1664 426 109 144 99 398 1552 96 111 84 857 164 306 835 67 46
is_linear=0
shrinkage=0.00196078


Tree=5287
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 14 2 123 2 1 2 43 0 3 51 49 15 160 12 4 47 51 1 1 16 52 50 16 3
split_gain=1.85821 0.409175 0.229476 0.18199 0.153699 0.150505 0.134738 0.115417 0.0977762 0.0993221 0.0826544 0.164138 0.0990153 0.254026 0.115185 0.0926352 0.0804922 0.0999607 0.100598 0.130329 0.0801015 0.0784956 0.0745322 0.0717988 0.0844125 0.0714753 0.0775409 0.125469 0.108985 0.0997075
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 0.088105000000000003 0.40124500000000002 0.095545000000000005 0.076975000000000002 0.11474000000000002 0.084025000000000016 0.14122000000000004 0.077565000000000009 0.089605000000000018 -0.08231999999999999 -0.067094999999999988 -0.081234999999999988 0.086685000000000012 -1.0000000180025095e-35 -0.30407999999999996 -1.0000000180025095e-35 -0.07415999999999999 -0.17966999999999997 0.081320000000000017 0.11984500000000002 0.11588000000000001 0.11039500000000001 -0.0024749999999999993 0.008405000000000001 0.083090000000000011 -0.084119999999999986 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 20 5 6 10 23 9 21 22 12 13 14 -12 -13 -4 18 -18 -20 -3 -7 -1 24 -5 26 27 29 -29 -14
right_child=1 2 16 7 -6 8 -8 -9 -10 -11 11 15 25 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.01776679312672717 0.017429661290484601 0.015532472434764109 0.0022668322075098273 0.015387035126332195 0.0084782237266402011 0.015868418630435654 0.021608440185778996 0.0096938502025575597 0.010045158157065031 0.011066941414369135 0.018133878539005915 0.0056811462410471664 0.0078717745275103633 0.004410738248208707 0.0095927899423986687 0.01508457700489089 0.010069571923170435 0.012249503862020854 -0.0017257102120381137 0.0081937870493641613 0.0095358462870541606 0.020976298052119091 0.011889196652919055 0.013188397077222667 0.023546405952601209 0.019954622731825643 0.019981409580904552 0.020711010707219923 0.015588124842261492 0.015248938454842232
leaf_weight=1116 87 24 31 32 22 503 71 39 31 41 75 22 28 22 20 20 38 38 26 27 310 32 22 45 21 86 59 65 115 53
leaf_count=1116 87 24 31 32 22 503 71 39 31 41 75 22 28 22 20 20 38 38 26 27 310 32 22 45 21 86 59 65 115 53
internal_value=0 0.0110006 0.0101142 0.0112257 0.0167983 0.0168752 0.0173402 0.0142949 0.015516 0.0158104 0.0171623 0.0161736 0.0166566 0.0140934 0.0163358 0.010159 0.00684225 0.00794177 0.00614294 0.00332762 0.00996674 0.0161739 0.0176532 0.0161259 0.01862 0.0173952 0.0167074 0.0159673 0.0174381 0.0126988
internal_weight=0 718 631 471 2403 2381 1774 137 607 576 1703 565 523 117 95 42 160 129 91 53 334 535 1138 98 53 406 320 261 180 81
internal_count=3121 718 631 471 2403 2381 1774 137 607 576 1703 565 523 117 95 42 160 129 91 53 334 535 1138 98 53 406 320 261 180 81
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=31
num_cat=0
split_feature=1 52 2 12 4 2 11 12 133 0 51 14 376 15 16 15 0 15 131 2 123 131 51 0 42 13 43 52 42 15
split_gain=1.50515 0.331432 0.188419 0.157477 0.124496 0.123619 0.103117 0.146488 0.0979765 0.0938003 0.0935656 0.0933721 0.0913766 0.0898642 0.0796692 0.0742577 0.10062 0.0940697 0.0695188 0.0684018 0.0748179 0.0662312 0.0869199 0.0655809 0.0647032 0.0808862 0.102474 0.106022 0.0758142 0.0723768
threshold=0.10337500000000001 -0.40967499999999996 0.13622000000000004 1.0000000180025095e-35 0.40124500000000002 0.10005000000000001 1.0000000180025095e-35 0.09320500000000001 0.089200000000000015 -0.11991499999999998 0.088785000000000017 -0.46413499999999996 0.088055000000000008 -0.41942499999999994 0.037555000000000005 -0.045854999999999993 -0.10324499999999999 -0.41942499999999994 0.091440000000000007 0.15109000000000003 0.084025000000000016 0.088610000000000008 -0.065634999999999985 -0.061629999999999997 -0.08298999999999998 -0.064619999999999983 -0.012164999999999999 0.024145000000000003 0.079510000000000011 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 3 8 5 6 -1 14 11 -5 15 -3 -10 -11 -8 16 -4 -18 -2 20 24 22 -13 -12 -7 28 27 -27 -26 -30
right_child=1 2 10 9 -6 19 7 -9 12 13 23 21 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.015365488370752613 0.017231128147956153 0.016241387827321888 0.011374208044260741 0.0073823118470609187 0.0076304013608023526 0.017343657070541977 0.018280756760699055 0.01131799506644408 0.00058116771932691341 0.0085277024858995618 0.013310083483632369 0.0054374589921759543 0.0094177662606605081 0.015501323678689276 0.024992765033883708 -0.00028572090741363354 0.0073141376827717645 -0.00022116804340233405 0.010512844403274359 0.0081138120720251686 0.0085375937982462343 0.0048933264202787544 0.010713869263284973 0.0066797866672277453 0.0099498510981599498 0.00557758955595394 0.014166141518765725 0.013306905562058092 0.014637102816759805 0.019603941338541715
leaf_weight=1839 67 20 25 25 22 59 48 21 25 23 26 38 22 94 28 24 37 30 20 21 24 32 175 35 21 36 122 35 81 46
leaf_count=1839 67 20 25 25 22 59 48 21 25 23 26 38 22 94 28 24 37 30 20 21 24 32 175 35 21 36 122 35 81 46
internal_value=0 0.00990054 0.00910277 0.0101817 0.0151185 0.0151876 0.0155331 0.0187108 0.00892527 0.0129424 0.00633526 0.00967157 0.00471745 0.0141304 0.0207536 0.00466798 0.00596025 0.00394012 0.0156867 0.0136847 0.0139607 0.00913525 0.00977254 0.00950581 0.014286 0.013757 0.0124083 0.00938782 0.0155158 0.0164361
internal_weight=0 718 631 454 2403 2381 1936 97 312 142 177 265 47 117 76 116 92 67 87 445 424 245 213 61 400 341 193 71 148 127
internal_count=3121 718 631 454 2403 2381 1936 97 312 142 177 265 47 117 76 116 92 67 87 445 424 245 213 61 400 341 193 71 148 127
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 4 4 0 2 0 1 14 0 16 457 2 150 52 2 0 4 3 52 0 147 43 4
split_gain=23.3274 2.96686 2.50336 1.9117 1.36195 0.977172 0.963744 0.774451 0.712228 0.500566 0.438899 0.41077 0.478902 0.399506 0.379572 0.40648 0.489125 0.367421 0.361695 0.335945 0.265047 0.255672 0.248609 0.414603 0.390204 0.237437 0.222771 0.21509 0.204837 0.173738
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.091545000000000015 0.13075500000000004 0.082585000000000006 -0.17966999999999997 0.00063500000000000004 -0.23194499999999998 0.10444500000000002 -0.068189999999999987 0.15964000000000003 0.076175000000000007 -0.11173999999999999 -0.43320999999999993 0.045365000000000009 0.14285500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.12358500000000001 0.11070500000000001 -0.064054999999999987 0.013900000000000001 -0.52606999999999993 -0.093584999999999988 0.088610000000000008 -0.040344999999999992 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 14 27 18 -6 21 -1 12 17 -8 15 16 -4 -10 19 28 -13 26 23 -12 -25 -2 -7 -3 -5 -17
right_child=1 6 5 7 8 9 13 -9 11 -11 22 20 -14 -15 -16 29 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012607115926802051 0.0010938009774150634 0.00059706620449403753 0.0010526346859811733 0.00065623995910088224 0.0010523815629302816 0.0011824317105344029 0.00038318951722421293 0.00042113022926430955 0.00096093692575619785 0.00091288222261070771 0.0011432817239387363 0.00044228305912339218 0.00056512934440797961 0.00012715356640909383 0.001255305466470003 0.0010874752333354392 0.00067411372446768978 0.00072175711818036009 0.00046728728156463769 0.00058599034117624718 0.00070058827946722566 0.00083202409865629613 0.00078994959261307707 0.00099770067489310475 0.00071796672404666475 0.00088141591033242639 0.0010212191710428093 0.00038082054411830692 0.00086969820774715988 0.00098238911379274776
leaf_weight=22 28 112 35 25 31 35 122 59 58 216 50 24 27 29 46 1102 21 43 24 41 42 26 26 73 26 73 564 21 56 64
leaf_count=22 28 112 35 25 31 35 122 59 58 216 50 24 27 29 46 1102 21 43 24 41 42 26 26 73 26 73 564 21 56 64
internal_value=0 0.000585545 0.00101849 0.000719497 0.000880638 0.00104608 0.000441216 0.000610714 0.000776408 0.000994254 0.000999684 0.000732309 0.000797097 0.000334017 0.00108045 0.00107387 0.000910689 0.000859108 0.000687326 0.000730612 0.000606659 0.00102238 0.000966869 0.000997741 0.000924235 0.000940295 0.00103064 0.000562922 0.000803816 0.00108171
internal_weight=0 590 2531 306 422 2109 284 205 225 841 197 194 128 151 1268 1222 56 101 146 122 66 625 175 149 99 101 599 133 81 1166
internal_count=3121 590 2531 306 422 2109 284 205 225 841 197 194 128 151 1268 1222 56 101 146 122 66 625 175 149 99 101 599 133 81 1166
is_linear=0
shrinkage=0.00196078


Tree=5290
num_leaves=31
num_cat=0
split_feature=1 4 9 150 2 123 2 150 2 2 13 3 401 160 475 16 1 0 151 52 52 12 14 47 16 15 1446 3 2 42
split_gain=1.3624 0.215521 0.173946 0.151113 0.150181 0.121654 0.121128 0.111205 0.105855 0.0923764 0.0782801 0.10359 0.0822945 0.076067 0.0722597 0.0717321 0.123567 0.117584 0.0992903 0.0776413 0.0718295 0.0703075 0.0663934 0.0643439 0.0634731 0.0620955 0.0620809 0.0786234 0.0622202 0.0886214
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.084680000000000019 0.099515000000000006 0.08592000000000001 -0.090999999999999984 0.083770000000000011 0.25063000000000007 0.14285500000000004 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.23686999999999997 -0.074304999999999982 0.52822500000000006 0.099400000000000002 -0.033209999999999996 -0.0062849999999999989 0.10744000000000002 -0.014264999999999998 0.11734000000000001 0.062655000000000016 0.13439000000000004 -0.53943499999999989 0.094035000000000007 0.11581000000000001 -0.15327499999999997 0.089005000000000015 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 6 14 7 -4 10 23 11 -3 13 -13 -6 16 17 18 -16 -19 -18 -20 26 -2 -22 -24 27 -8 29 -29
right_child=1 8 4 -5 5 -7 22 -9 -10 -11 -12 12 -14 -15 15 -17 20 19 21 -21 24 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0065242619626224053 0.013756688476524091 0.012953537475315149 0.014557856622905957 0.0069771501616498165 0.016066030163029342 0.0062135049771448528 0.0090724180183874882 0.0043842609218700092 0.000294693885371089 0.0066522492354528775 0.0022623888549527954 0.013466397030279041 0.00089210721431300056 0.006898392662726305 0.020554516304816521 0.016315407431223627 0.0055223780885540153 0.011972352145931911 0.01412998342929235 0.0046692926009806492 0.008110716537555197 0.0097104898735144458 0.019521736269289592 0.0082635054474230873 0.015346733908253639 0.01355524745125037 0.019760123877178716 0.015613117198503746 0.013730917785976061 0.01382253718794698
leaf_weight=30 145 34 21 82 71 27 26 22 24 27 28 20 20 149 21 48 37 37 221 24 27 43 53 25 22 26 23 816 554 418
leaf_count=30 145 34 21 82 71 27 26 22 24 27 28 20 20 149 21 48 37 37 221 24 27 43 53 25 22 26 23 816 554 418
internal_value=0 0.0086262 0.0140942 0.0105844 0.0141838 0.0127673 0.0146017 0.00935276 0.00663953 0.0120859 0.00724621 0.00787198 0.00695783 0.00767567 0.0130884 0.012648 0.0122405 0.0130837 0.0139366 0.00909902 0.0088482 0.0134101 0.0147195 0.0129489 0.0113595 0.0175581 0.0145974 0.0145319 0.0146113 0.0150066
internal_weight=0 554 2567 279 2537 578 1959 43 275 197 251 223 189 169 551 480 432 346 285 61 86 264 1916 170 49 79 1837 1814 1788 1234
internal_count=3121 554 2567 279 2537 578 1959 43 275 197 251 223 189 169 551 480 432 346 285 61 86 264 1916 170 49 79 1837 1814 1788 1234
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 11 11 1 12 457 1 49 4 1 1 3 50 13 4 15 1 47 0 14
split_gain=66.7431 8.01998 6.84141 4.63746 4.37879 3.02723 2.98862 2.01864 1.9599 1.75604 1.4156 1.17466 0.965107 0.86344 0.841071 0.83812 1.1725 0.835807 0.61555 0.517494 0.498346 0.48997 0.483358 0.465376 0.4781 0.441787 0.430295 0.425521 0.403061 0.396966
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.091265000000000013 0.14285500000000004 0.14960000000000004 -1.0000000180025095e-35 0.09253500000000002 0.10803500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.086920000000000011 0.08401500000000002 0.080930000000000016 0.089875000000000024 -0.012034999999999999 -0.033174999999999989 0.13265500000000002 0.12958500000000003 -0.12018999999999998 0.041865000000000006 -0.117405 -0.0073899999999999999 -0.089964999999999976 0.13075500000000004 0.090280000000000013 -0.23194499999999998 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 11 8 12 19 -4 20 13 15 21 -15 23 -17 -2 -12 -3 -10 -1 25 -7 -25 -8 -5 -19 -23 -20
right_child=1 6 9 26 -6 7 22 -9 10 -11 18 -13 -14 14 -16 16 -18 27 29 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013623576331991086 0.00098187144334409759 0.0006198628269207298 0.001384059100861918 0.00081619135325080628 0.00090481053575191628 0.0011806632800878982 0.00033943870442826963 0.00089067952738313479 0.0013362718085341702 0.00084903412523435395 0.001025391136949528 0.0018264750820061464 0.0016293039206172182 0.0012890589018508087 0.0015266756713209248 0.00145098350309079 0.00080815967373257757 0.0015983056900066763 0.00093435923660210526 0.00032220275561306989 0.00090861667897187027 0.0018772782531439088 0.00056141670835436195 0.001494077436129252 0.0013874283049629065 1.6690440950732604e-05 0.00049678893832891594 0.0013220376505732455 0.001596067482845608 0.00063562151123532811
leaf_weight=34 20 43 34 50 45 26 63 26 22 77 23 68 97 68 363 24 20 34 20 47 20 20 26 375 284 22 24 58 970 118
leaf_count=34 20 43 34 50 45 26 63 26 22 77 23 68 97 68 363 24 20 34 20 47 20 20 26 375 284 22 24 58 970 118
internal_value=0 0.000756579 0.00148891 0.0010935 0.00151074 0.00152222 0.000601463 0.00142863 0.000705264 0.00101292 0.000812044 0.00157458 0.00144556 0.00156281 0.00148919 0.00142111 0.00115879 0.00134516 0.000728413 0.000464418 0.00113263 0.0015938 0.000327465 0.00143796 0.00144812 0.000255904 0.000712601 0.00142414 0.00160175 0.000678917
internal_weight=0 590 2531 186 2420 2375 404 852 293 111 203 1523 826 1455 431 729 44 112 161 90 42 1024 111 685 659 85 74 92 990 138
internal_count=3121 590 2531 186 2420 2375 404 852 293 111 203 1523 826 1455 431 729 44 112 161 90 42 1024 111 685 659 85 74 92 990 138
is_linear=0
shrinkage=0.00196078


Tree=5292
num_leaves=31
num_cat=0
split_feature=1 4 1 4 155 2 376 2 4 14 15 51 2 43 4 0 2 147 51 0 157 2 0 12 402 43 149 43 156 1
split_gain=1.37558 0.206049 0.172612 0.151741 0.136859 0.118149 0.146965 0.112328 0.188191 0.111483 0.108724 0.130185 0.0949899 0.0866218 0.132947 0.0852171 0.102048 0.073368 0.0735134 0.0713881 0.114983 0.0887799 0.0812979 0.0950591 0.0963637 0.0710807 0.0710495 0.0665437 0.065965 0.0654075
threshold=0.10920500000000001 0.26450500000000005 0.094385000000000011 -0.17966999999999997 0.10158500000000002 1.0000000180025095e-35 0.082945000000000019 0.11362000000000001 -0.064804999999999988 0.062655000000000016 0.093115000000000017 0.10614000000000001 0.25063000000000007 -0.52440999999999993 -0.51843499999999987 -0.068944999999999992 0.10252500000000002 0.089365000000000014 0.11548000000000001 -0.073574999999999988 -0.080299999999999996 0.11144000000000001 -0.071719999999999992 0.099815000000000015 0.0043800000000000011 -1.0000000180025095e-35 0.07770500000000001 -0.081779999999999978 0.091015000000000013 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 5 6 -2 9 -9 13 11 15 26 -1 -15 16 -5 18 19 28 -21 22 -22 24 -24 -20 29 -17 -16 -3
right_child=1 12 3 10 -6 -7 -8 8 -10 -11 -12 -13 -14 14 17 27 -18 -19 25 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0077801428380466636 0.013568754377836166 0.0090608584201428179 0.015537275258061846 0.012372429504258825 0.017789485686543312 0.0075813410139598473 0.0041373014124110345 0.0027606198785915265 0.012898418339216837 0.017910482745662513 0.014023108309582361 0.017374893333471846 0.00035265518818050623 0.020016513733814162 0.01472598860296389 0.0088596541690640161 0.007413245672530426 0.0092119040091832496 0.013117975008329572 0.0058378383792428816 0.0079398993045712504 0.019299294953436956 0.013568270511002215 0.0088629153535721879 0.020674688466217207 0.0061425596298206424 0.012365359766408802 0.00070222008391283451 0.011703753750005395 0.0053623535171740911
leaf_weight=21 95 67 86 84 22 137 20 21 143 83 77 20 24 39 1452 20 82 30 48 22 30 23 112 34 23 21 22 20 76 167
leaf_count=21 95 67 86 84 22 137 20 21 143 83 77 20 24 39 1452 20 82 30 48 22 30 23 112 34 23 21 22 20 76 167
internal_value=0 0.00827596 0.0137704 0.0118301 0.0102255 0.00956516 0.0119285 0.0141169 0.0116003 0.0143219 0.0107778 0.00967215 0.00636819 0.0141676 0.0142379 0.00892431 0.00992271 0.0141174 0.0141973 0.014322 0.0127337 0.013417 0.0127372 0.0135888 0.014779 0.010995 0.00693214 0.00478094 0.0145757 0.00642133
internal_weight=0 554 2567 389 274 252 115 2178 164 2014 303 226 280 1931 1910 206 166 1871 1841 1772 244 222 199 169 135 69 256 40 1528 234
internal_count=3121 554 2567 389 274 252 115 2178 164 2014 303 226 280 1931 1910 206 166 1871 1841 1772 244 222 199 169 135 69 256 40 1528 234
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 1 14 0 52 4 15 0 2 16 4 12 159 150 49 2 16 157 52 15 43 43 16
split_gain=20.2967 3.44071 1.83658 1.43123 1.25856 1.0903 0.836663 0.753411 0.54597 0.537647 0.582696 0.49555 0.512422 0.465944 0.413135 0.392912 0.388128 0.355381 0.356708 0.334016 0.333576 0.330275 0.279266 0.245079 0.239357 0.236802 0.23592 0.219821 0.204993 0.199737
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.042705000000000007 0.085505000000000012 0.077845000000000011 0.062655000000000016 -0.11173999999999999 1.0000000180025095e-35 0.27044500000000005 -0.10469999999999999 -0.07929499999999999 0.31358000000000003 -0.061854999999999993 -0.49013999999999996 0.08401500000000002 0.082585000000000006 1.0000000180025095e-35 -0.054984999999999992 0.11474000000000002 -0.039889999999999988 -0.0048549999999999991 0.12418000000000001 1.0000000180025095e-35 -0.018859999999999998 -0.080324999999999994 -0.14771999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 21 19 6 9 15 -4 10 13 12 29 -1 -12 25 -9 24 -19 20 22 -2 -3 -15 -16 26 -6 -26 -10 -8
right_child=1 4 8 -5 7 -7 11 16 28 -11 14 -13 -14 23 17 -17 -18 18 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0011056714271213495 0.00069420287945593884 0.00084361438758862321 0.00094200531725122149 0.00058706669174478463 0.00032462900009836446 0.00069772385766887974 0.00099046748044216031 0.00047724207952488744 0.00068672408610520185 0.0011701979885573599 0.0010334135296912285 0.0010015955237993794 0.00054667807065896575 0.00066565290999927979 0.0011634013827046821 0.00012266610572540682 0.00077127313778764387 0.00076716580534867088 0.00096426888654846908 0.00046884215634385406 0.00057009375444306545 0.0009450151678936816 0.00057570425416129858 0.00091434969650764091 0.00081668262461236877 0.00055543852907068061 0.00052305108056265438 0.0010621182381186727 0.00044971088933594086 0.0008316036602547197
leaf_weight=20 24 52 28 85 130 48 41 45 47 78 1178 110 21 39 55 24 28 38 497 38 61 127 21 25 20 28 28 47 20 118
leaf_count=20 24 52 28 85 130 48 41 45 47 78 1178 110 21 39 55 24 28 38 497 38 61 127 21 25 20 28 28 47 20 118
internal_value=0 0.00059847 0.000979315 0.000790587 0.000498823 0.000990188 0.000996326 0.000418428 0.000712067 0.00101062 0.00100413 0.000897911 0.000834548 0.000844436 0.00101144 0.000358778 0.000590021 0.000972046 0.000950269 0.000631102 0.000677115 0.000905151 0.000766544 0.0007628 0.00106754 0.000389245 0.000359792 0.000988854 0.000615974 0.000872569
internal_weight=0 691 2430 236 455 2335 2287 283 95 1997 1919 290 180 84 1835 210 73 657 535 172 134 151 73 64 122 186 158 67 67 159
internal_count=3121 691 2430 236 455 2335 2287 283 95 1997 1919 290 180 84 1835 210 73 657 535 172 134 151 73 64 122 186 158 67 67 159
is_linear=0
shrinkage=0.00196078


Tree=5294
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 34 0 15 150 4 1 4 0 3 1 131 2 4 47 0 13 49 4
split_gain=44.5356 7.4144 4.6945 3.62976 2.72064 2.28504 1.49123 1.45805 1.27619 0.96692 0.900397 0.893651 0.752169 0.750233 0.970922 0.725712 0.617476 0.607332 0.497136 0.656184 0.550835 0.433245 0.425749 0.462492 0.411965 0.373476 0.352951 0.330513 0.296598 0.27893
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.14960000000000004 0.14285500000000004 -1.0000000180025095e-35 -0.10607499999999999 -0.10653 1.0000000180025095e-35 0.0082450000000000006 0.083135000000000014 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.076935000000000017 0.082750000000000004 0.31358000000000003 0.27834500000000006 0.090100000000000013 -0.030209999999999997 -1.0000000180025095e-35 -0.070909999999999987 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 25 6 13 11 -6 -5 15 12 -4 14 -1 21 18 -16 -15 -20 -21 26 23 -13 -14 -3 -7 -26 -19 -2
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 22 24 16 17 -17 -18 28 19 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0014413261092937509 0.0014243420491031572 0.00068084574269623981 0.00032240820951224153 0.0012097194417022093 0.0012248112579847006 0.0012392968688475672 0.0016297794048077551 0.00084949135701367011 0.00070696905304014292 0.00079941965963945384 0.00085291489115937261 0.00031118479141776395 0.00081128393831735881 0.0016633286859687425 0.0012883256198421623 0.00092292139280576995 0.0012109793727056511 0.001155968565566867 0.0013847699549007341 0.0010002557448312349 0.001306273916550859 0.0013677424809181678 0.00054409085453360111 -3.3843298351355632e-05 0.00044033511168490354 0.00090674318138574172 0.0010402832537994367 0.00074043790064143398 0.00086275046017408484 0.0011550573713861815
leaf_weight=48 50 191 45 34 77 282 76 37 24 63 26 59 32 22 39 28 99 21 1281 25 237 92 20 20 43 33 39 21 36 21
leaf_count=48 50 191 45 34 77 282 76 37 24 63 26 59 32 22 39 28 99 21 1281 25 237 92 20 20 43 33 39 21 36 21
internal_value=0 0.000745415 0.000674736 0.00131495 0.00083459 0.00133028 0.00136072 0.000487181 0.00110176 0.000943236 0.0012075 0.000431325 0.000531582 0.00134941 0.00121363 0.00122841 0.00136116 0.00109978 0.00137066 0.00136648 0.00127707 0.00124912 0.000288534 0.000223836 0.000629632 0.000714125 0.00121512 0.000538806 0.000970778 0.00134469
internal_weight=0 673 602 2448 325 2351 1884 277 101 97 467 240 141 1808 144 441 1664 96 1565 1543 262 413 99 79 96 224 321 64 57 71
internal_count=3121 673 602 2448 325 2351 1884 277 101 97 467 240 141 1808 144 441 1664 96 1565 1543 262 413 99 79 96 224 321 64 57 71
is_linear=0
shrinkage=0.00196078


Tree=5295
num_leaves=31
num_cat=0
split_feature=1 3 4 123 376 2 44 4 4 16 457 158 132 2 14 2 39 13 13 1 43 52 49 3 16 474 474 0 52 16
split_gain=1.46209 0.220163 0.191803 0.185712 0.156448 0.165576 0.140147 0.149528 0.119045 0.199472 0.0961626 0.0897338 0.083523 0.111613 0.0832842 0.0811734 0.0778624 0.0756091 0.108777 0.0720871 0.0798653 0.0612751 0.0810254 0.159188 0.0850687 0.119124 0.196572 0.0918382 0.083554 0.081225
threshold=0.10920500000000001 0.31299000000000005 0.41257000000000005 1.0000000180025095e-35 0.080200000000000007 0.10981000000000002 0.081805000000000017 0.042705000000000007 -0.04890499999999999 -0.059624999999999991 0.26807500000000006 0.080695000000000003 0.10365500000000001 0.15950500000000004 -0.47013499999999991 0.13913500000000004 0.10076500000000001 -0.16152999999999998 -0.14819499999999997 0.077845000000000011 -0.079914999999999986 -0.56176499999999996 -0.081404999999999991 -0.089089999999999989 -0.0068949999999999992 0.088335000000000011 0.085295000000000024 -0.092404999999999973 -0.088614999999999985 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 7 10 -7 -10 15 -9 13 -3 -4 17 -16 -1 -19 -5 -21 -20 23 -23 29 26 27 -26 -27 -24
right_child=1 12 14 19 -6 8 -8 11 9 -11 -12 -13 -14 -15 16 -17 -18 18 21 20 -22 22 24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0097605619269112761 0.014532066315133887 0.0049815728314100737 0.012637687819501895 0.014538396775190318 0.0049764349293481142 0.014440075723853495 0.021159080788493156 0.011228068891030394 0.011158677604980767 3.4531048947462333e-05 0.0082051919996738425 0.014896297385769613 0.0089895923365035969 -0.0031749754941657834 0.0072758344133321733 0.0081056674379942715 0.0021162783653524363 0.020562698071201646 0.017563194045353503 0.010395251773963018 0.0034878836531954055 0.0035695763397961856 0.014854563737483478 0.013790496404908481 0.017482417313537248 0.015051708687943491 0.0049867915847183518 0.012829559912366079 0.022167801721529528 0.020207969568155962
leaf_weight=33 122 62 22 28 36 28 28 266 40 27 25 89 29 23 127 20 38 30 63 70 22 20 1249 64 48 66 30 365 22 29
leaf_count=33 122 62 22 28 36 28 28 266 40 27 25 89 29 23 127 20 38 30 63 70 22 20 1249 64 48 66 30 365 22 29
internal_value=0 0.00827198 0.00928669 0.0139365 0.0110817 0.0120945 0.0141249 0.0140435 0.00896423 0.00667581 0.0143695 0.0121477 0.00435554 0.00277451 0.00685817 0.0144451 0.00608757 0.0145079 0.0145868 0.0100956 0.00874349 0.0144951 0.014393 0.0113569 0.014534 0.0134702 0.0128026 0.0133703 0.0168307 0.014976
internal_weight=0 554 440 2567 253 217 2447 2419 95 67 2064 355 114 85 187 2039 165 2019 1986 120 92 1956 1893 84 1809 531 443 413 88 1278
internal_count=3121 554 440 2567 253 217 2447 2419 95 67 2064 355 114 85 187 2039 165 2019 1986 120 92 1956 1893 84 1809 531 443 413 88 1278
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=31
num_cat=0
split_feature=1 52 3 9 2 4 0 4 2 2 10 14 16 3 16 132 2 11 1 2 0 51 156 133 133 4 12 1454 1446 12
split_gain=1.19832 0.275421 0.172326 0.120776 0.247922 0.140888 0.112431 0.105378 0.105673 0.095346 0.0854128 0.0828254 0.146278 0.0980428 0.141299 0.0691751 0.0882057 0.0638751 0.0674545 0.114464 0.114247 0.128719 0.101286 0.0806262 0.167484 0.0863474 0.0885723 0.0792965 0.0919391 0.152424
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 -1.0000000180025095e-35 0.10276500000000001 -0.16363499999999997 -0.07384499999999998 0.40124500000000002 0.092120000000000021 -1.0000000180025095e-35 -0.0026549999999999994 -0.47013499999999991 -0.008904999999999998 0.088060000000000013 -0.51370499999999997 0.10365500000000001 0.15950500000000004 0.080455000000000013 0.080270000000000022 0.089605000000000018 -0.15350499999999997 0.11144500000000002 0.090500000000000011 0.024320000000000005 0.09635500000000001 -0.080584999999999976 0.096295000000000019 0.083100000000000021 0.083715000000000026 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 10 6 -6 -5 8 17 -8 -3 -7 13 -13 -15 16 -4 18 20 23 -1 22 27 -20 -25 -26 -27 28 -22 -30
right_child=1 2 15 4 5 11 9 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.021136124636977911 0.013197165117999642 0.0065190706823745536 0.0043779344493818902 0.015222192050090858 0.015180070670321583 0.012547326788661026 0.0064488200367324895 0.0058375187817463568 0.011847851695619619 0.01288888069226387 -0.0013350393751170486 0.0058400004736568712 0.0021358907068620473 0.0066007415919509529 0.015962783740334479 0.0080906334525809222 -0.0028574776926847257 0.017552192032556323 0.013248804643291569 0.0053621455095708374 0.013718389994098433 0.0069383425060017354 0.0087102159260748283 0.0035148911456677266 0.016069090564505551 0.0049485303969545799 0.013427509327552149 0.0086742393439635645 0.024292376383461739 0.014854209317996579
leaf_weight=20 93 45 63 63 20 21 45 22 791 47 20 130 71 38 28 29 23 34 397 23 788 29 39 28 37 22 28 28 22 77
leaf_count=20 93 45 63 63 20 21 45 22 791 47 20 130 71 38 28 29 23 34 397 23 788 29 39 28 37 22 28 28 22 77
internal_value=0 0.00811061 0.00737492 0.00813894 0.00870562 0.00706406 0.0119676 0.0127264 0.0127906 0.00973885 0.00410242 0.00650045 0.00602485 0.0074336 0.0105725 0.0038671 0.00244288 0.0132649 0.0131702 0.0122634 0.0136538 0.0135016 0.0137011 0.0125734 0.0102418 0.0124068 0.00969676 0.0139139 0.0140793 0.0169516
internal_weight=0 736 643 528 463 308 155 2385 2363 92 65 288 267 196 66 115 86 1572 1538 535 1003 983 954 512 115 87 50 915 887 99
internal_count=3121 736 643 528 463 308 155 2385 2363 92 65 288 267 196 66 115 86 1572 1538 535 1003 983 954 512 115 87 50 915 887 99
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 14 4 3 16 47 47 16 39 0 3 160 51 1 13 0 16 124 4 0 51
split_gain=30.0394 3.70039 3.26965 2.11821 1.74456 1.10106 1.06321 0.88118 0.854977 0.67848 0.605586 0.573043 0.522995 0.439196 0.434873 0.397 0.362734 0.37328 0.350864 0.429574 0.404865 0.349887 0.302501 0.299449 0.293888 0.422789 0.268946 0.228363 0.222828 0.211394
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.09253500000000002 0.12958500000000003 0.091545000000000015 -0.17966999999999997 0.40124500000000002 0.11389000000000002 0.076175000000000007 0.053180000000000012 0.31370500000000007 -0.040964999999999994 0.091680000000000011 0.077555000000000013 -0.39185999999999993 0.087735000000000021 -0.064339999999999994 -0.15713499999999997 -0.063384999999999983 -0.10056999999999998 0.10124500000000002 -0.47860499999999995 -0.11173999999999999 -0.43320999999999993 -0.072314999999999977 -0.036839999999999991 -0.10011499999999998 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 12 10 -6 27 15 24 18 16 -7 22 21 -3 -18 28 -20 -21 -1 26 -14 25 -4 -9 -5 -8 -23
right_child=1 5 6 8 7 13 11 14 -10 -11 -12 -13 23 -15 -16 -17 17 -19 19 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097528537529167837 0.00036169405697609644 0.00010381653734476737 0.00088705420076680115 0.00093469164756764585 0.00085496955319028602 0.00026599941918116699 0.0010272660792035133 0.00042047186534367866 0.00040445610946340284 0.00046064004288743948 0.0011230100622719816 0.00069621371858955472 0.0001019964285470314 0.00064517337961268479 0.00068970649533606817 0.0010165721728039997 0.00043077121043752714 0.00016256083624983548 0.00092472612760425394 0.00046006590725585102 0.00075144883529938841 0.00057348983754536471 0.00034358652835115303 -0.00014064009320732389 0.00090050122994588823 0.00053513584628937729 0.00069844601556773073 0.00072389272224820164 0.00085045630850806662 0.00077778378244726973
leaf_weight=31 181 81 35 29 28 23 29 32 29 22 46 137 48 24 30 34 38 42 45 22 110 23 72 33 1166 21 23 62 498 127
leaf_count=31 181 81 35 29 28 23 29 32 29 22 46 137 48 24 30 34 38 42 45 22 110 23 72 33 1166 21 23 62 498 127
internal_value=0 0.000343468 0.000834772 0.000495625 0.000677223 0.000184993 0.000866297 0.000534529 0.000697639 0.000788608 0.000902151 0.000812239 0.000131656 0.00045962 0.000477381 0.000822168 0.000196311 0.000289961 0.000834817 0.000759285 0.000702885 0.00078565 0.000427225 3.14451e-06 0.000893837 0.000755085 0.000536716 0.00079107 0.000860186 0.000746459
internal_weight=0 590 2531 301 422 289 2109 185 120 237 1268 841 242 47 157 215 161 80 704 177 132 181 127 81 1222 56 55 91 527 150
internal_count=3121 590 2531 301 422 289 2109 185 120 237 1268 841 242 47 157 215 161 80 704 177 132 181 127 81 1222 56 55 91 527 150
is_linear=0
shrinkage=0.00196078


Tree=5298
num_leaves=31
num_cat=0
split_feature=1 1 16 40 160 34 2 31 3 45 131 2 4 1 1 0 133 43 16 16 51 40 51 15 475 42 43 4 1209 43
split_gain=1.12799 0.259417 0.159051 0.105398 0.0948735 0.0902434 0.109984 0.0984777 0.0868233 0.108012 0.0852824 0.173073 0.0849666 0.0984237 0.101981 0.0894896 0.0836915 0.0823929 0.0809555 0.105725 0.0797715 0.100501 0.0946133 0.172323 0.0962356 0.172816 0.0821483 0.106804 0.0789357 0.0836323
threshold=0.10293500000000001 0.12337000000000002 0.15891500000000003 0.051255000000000002 -0.24438999999999997 -0.038779999999999995 0.13754500000000003 -0.081689999999999985 0.10299500000000002 0.081955000000000014 0.090030000000000013 0.31358000000000003 0.042705000000000007 0.083345000000000016 0.093400000000000025 -0.11991499999999998 -0.010614999999999998 0.084740000000000024 0.31475000000000003 -0.071359999999999993 -0.13782999999999998 -0.083394999999999983 -0.090529999999999985 -0.0079099999999999986 -0.085684999999999997 0.083795000000000022 -0.085154999999999995 -0.043364999999999994 0.083050000000000013 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 7 -7 -3 9 12 11 -8 20 15 -15 16 -14 -6 19 -10 26 -22 23 -23 25 -24 -1 -28 29 -26
right_child=1 5 -4 -5 17 6 10 -9 18 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 22 24 -25 28 -27 27 -29 -30 -31
leaf_value=0.020147950082900934 0.014630250493064524 0.0057591624744236479 0.01234095560937104 0.0051029939839447088 0.0070253114074288886 0.0081064456153156546 0.0047086503029836781 -0.0041644323862419699 0.010845063775777817 0.019293522320332983 0.0096304734777235852 -0.0053628417075656 0.011569070875644684 0.0012455458863682692 0.010014249239530829 0.010490642402786762 0.020247915759682655 0.012805178206138038 0.013496014215052128 0.00056279071141034369 0.0062307511639249115 0.012594112405634445 0.020568971450512227 0.0027511705997689019 0.012374083927563248 0.011270469477082171 0.017546664250807632 0.010239004777330493 0.014353150966215051 0.010434691654000846
leaf_weight=24 20 20 110 22 285 120 91 20 20 21 22 21 25 21 36 200 20 27 20 20 28 46 39 29 1260 41 36 45 162 270
leaf_count=24 20 20 110 22 285 120 91 20 20 21 22 21 25 21 36 200 20 27 20 20 28 46 39 29 1260 41 36 45 162 270
internal_value=0 0.00751423 0.00904539 0.0119926 0.00795349 0.00521227 0.00590753 0.000797365 0.0120567 0.0121545 0.00393834 0.00282025 0.0120888 0.0105264 0.00678367 0.0113972 0.0154263 0.00752549 0.00830129 0.00570393 0.0123272 0.0121769 0.0122671 0.00878817 0.0124143 0.0158035 0.0150094 0.0134869 0.0122541 0.0120318
internal_weight=0 736 442 2385 332 294 254 40 2363 2303 134 112 2282 302 57 245 45 312 60 40 1980 1875 1847 75 1772 80 105 81 1692 1530
internal_count=3121 736 442 2385 332 294 254 40 2363 2303 134 112 2282 302 57 245 45 312 60 40 1980 1875 1847 75 1772 80 105 81 1692 1530
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 14 0 15 1 2 4 0 4 12 4 16 15 10 16 15 47 0 43 15 15 150
split_gain=24.5967 3.8942 2.43595 1.94876 1.47443 1.24765 0.870381 0.820405 0.599504 0.573436 0.651956 0.617344 0.542623 0.493409 0.46182 0.456254 0.398647 0.393752 0.389951 0.350217 0.233185 0.283475 0.230927 0.220175 0.207635 0.222166 0.204718 0.194456 0.223157 0.191666
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.13082500000000002 0.27834500000000006 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 0.077845000000000011 0.14753000000000002 0.27834500000000006 -0.07929499999999999 -0.49013999999999996 0.08401500000000002 0.27834500000000006 -0.44310499999999992 -0.41942499999999994 -0.38124499999999995 -0.039889999999999988 0.024640000000000006 0.090100000000000013 -0.23091999999999999 -0.013024999999999998 0.050935000000000008 -0.0040799999999999994 0.11648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 9 13 -6 10 11 -1 -5 18 19 -12 23 -18 -4 -8 -15 -22 -13 26 25 -3 -17 28 -19 -27
right_child=1 2 7 12 8 -7 14 -9 -10 -11 15 22 -14 20 -16 16 17 27 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00097703155057103034 0.00083759629578013413 0.00052903103811734187 0.00042233026809602352 0.00079206293318368468 0.00077144995266835404 0.00053646282537907263 0.00088855204771307018 0.00050258326771603448 0.000458613490732778 0.0010352682147757794 0.00089458588289438991 0.00049634760553653938 0.00046703244325341556 0.0002040943159383959 0.00048240555131578831 0.00071560279119248487 0.0006146548593645555 0.00080547465173138873 0.00019705612541283201 0.00073251004771966678 0.00014778344183429782 -0.00013492431751835872 0.00074029253481649885 0.0011139164938757512 0.00053729626929898766 0.00036450565762749168 0.00093712159108953991 0.00084920606079542948 0.00063273428554810039 0.00016023924428166129
leaf_weight=22 76 28 40 28 72 48 78 37 35 78 1178 37 67 32 22 20 38 129 113 190 25 30 25 21 32 151 81 331 37 20
leaf_count=22 76 28 40 28 72 48 78 37 35 78 1178 37 67 32 22 20 38 129 113 190 25 30 25 21 32 151 81 331 37 20
internal_value=0 0.000418869 0.000367124 0.000838119 0.000478838 0.000849319 0.000855885 0.000230809 0.00066912 0.000870462 0.000863763 0.000694844 0.000562831 0.00018891 0.000755507 0.000871496 0.000830095 0.000807031 0.000255951 0.000777925 7.10101e-05 -6.42079e-06 0.000594712 0.000931239 0.000390699 0.000367126 0.000893256 0.00082174 0.000766972 0.000340615
internal_weight=0 691 615 2430 338 2335 2287 277 107 1997 1919 84 95 240 290 1835 657 535 153 268 87 55 62 122 231 199 101 497 166 171
internal_count=3121 691 615 2430 338 2335 2287 277 107 1997 1919 84 95 240 290 1835 657 535 153 268 87 55 62 122 231 199 101 497 166 171
is_linear=0
shrinkage=0.00196078


Tree=5300
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 2 2 4 52 1 2 15 10 1 47 14 1 4 16 48 47 131 1 51
split_gain=22.3512 3.75681 2.40154 2.06616 1.30471 1.25443 0.701558 0.691109 0.681329 0.658898 0.569261 0.55487 0.379179 0.453888 0.314642 0.310403 0.518022 0.260225 0.322641 0.260015 0.222213 0.20079 0.198242 0.169688 0.184085 0.169953 0.18593 0.161008 0.156795 0.21353
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.27834500000000006 0.10672500000000001 0.089775000000000008 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.41942499999999994 -0.38124499999999995 0.091195000000000012 0.090100000000000013 -0.23083499999999998 0.11588000000000001 0.038415000000000012 -0.10850999999999998 0.091545000000000015 1.0000000180025095e-35 0.09031500000000002 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 20 7 12 9 -5 11 22 19 13 -4 -13 23 -17 -14 -19 -1 21 -3 -6 25 -25 26 -16 -2 29 -23
right_child=1 2 6 8 10 -7 -8 -9 -10 -11 -12 14 17 -15 15 16 -18 18 -20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010336290050617597 0.0010543312877416612 0.0006742365177957628 0.00059509829891955151 0.00095480572463584555 0.00099627111711391575 0.00067922680416552259 0.00064689107199762631 0.0011740734158944683 0.00059059424697044545 0.00065522485229214933 0.00059171074300203963 0.0011209430145010576 0.00039405982756494159 0.00035205660118803361 0.00098311625667076453 0.00058216319625080902 0.00095146406113224874 0.00033618648185887754 3.4580139163272829e-05 0.00095925169298359265 0.00071058766185945151 0.0003472696891164078 0.00079522765575245746 0.00096543642443266682 0.00084511047841936417 0.00089193299462056387 0.0011762468779788298 0.00086017419383221981 0.00037579524720302059 0.00056650535855457885
leaf_weight=1106 52 33 40 28 44 48 37 84 67 22 30 43 32 113 459 23 40 25 30 216 32 20 33 107 90 77 20 24 29 117
leaf_count=1106 52 33 40 28 44 48 37 84 67 22 30 43 32 113 459 23 40 25 30 216 32 20 33 107 90 77 20 24 29 117
internal_value=0 0.000581745 0.000530921 0.0009814 0.000641843 0.000992932 0.000395571 0.000999516 0.000697941 0.00099286 0.000820839 0.000996266 0.000356826 0.000415597 0.000957468 0.000948853 0.00081664 0.000253471 0.000171674 0.00102148 0.000558932 0.000534545 0.00091011 0.000959915 0.000910465 0.000977436 0.00099118 0.000993019 0.000506775 0.0005345
internal_weight=0 691 615 2430 338 2335 277 2287 95 2203 107 2181 240 153 859 816 63 87 55 1322 231 199 77 753 197 556 479 76 166 137
internal_count=3121 691 615 2430 338 2335 277 2287 95 2203 107 2181 240 153 859 816 63 87 55 1322 231 199 77 753 197 556 479 76 166 137
is_linear=0
shrinkage=0.00196078


Tree=5301
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 2 11 4 11 1 3 15 10 52 457 11 47 3 1 51 48 3 0 457
split_gain=30.7057 5.0303 3.07317 2.4757 2.05294 1.53711 1.35058 1.00538 0.847909 0.797526 0.771931 0.580369 0.554949 0.463838 0.405076 0.401206 0.363156 0.338137 0.412288 0.332154 0.297046 0.25925 0.252608 0.307228 0.239913 0.239417 0.223498 0.216828 0.216301 0.213275
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.089885000000000007 0.077845000000000011 0.11474000000000002 0.14753000000000002 1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 0.091195000000000012 -0.11171999999999999 -0.41942499999999994 -0.38124499999999995 -0.034054999999999995 0.097135000000000013 0.082485000000000017 0.10648500000000001 1.0000000180025095e-35 0.11588000000000001 -0.092264999999999986 0.083685000000000009 0.30112000000000005 -0.026509999999999995 0.096470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 8 11 12 -5 24 13 15 -4 16 -1 19 -13 -19 -10 -18 -16 23 -3 -6 -23 -11 29 -7 -25
right_child=1 2 7 9 10 28 -8 -9 14 26 -12 17 -14 -15 21 -17 20 18 -20 -21 -22 25 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0010865428399533404 0.0010345396007819345 0.00041632092254711132 0.00054916033206288428 0.00099726344878767041 0.0010438248405561727 0.00083361905094720887 0.00058233809027382559 0.00065526104480621101 0.0006330570337526938 0.00045685672679660365 0.00055828347147567428 0.0003273837700915322 0.0012598288867830155 0.00030346931347573528 0.0012996645750952703 0.00099456928692855909 0.0010065727018617541 0.00025985164195299149 -8.109075076622413e-05 0.00095150758552063153 0.00076434292392257386 0.0012107473134604933 0.00071001754468664178 0.00071436991407112637 0.0008226588572056181 0.00095496178274886144 0.00068902096573309889 0.00044353095773766471 0.0005694501349199592 0.00047419887491746221
leaf_weight=1115 74 100 40 28 44 22 24 34 20 25 26 32 63 113 25 218 726 25 30 34 20 24 23 44 33 34 44 34 26 21
leaf_count=1115 74 100 40 28 44 22 24 34 20 25 26 32 63 113 25 218 726 25 30 34 20 24 23 44 33 34 44 34 26 21
internal_value=0 0.00055224 0.000492657 0.00102514 0.000621614 0.00103781 0.00104505 0.000339698 0.00104992 0.000718162 0.000850402 0.000294993 0.00108 0.000367702 0.00100237 0.0010715 0.000988839 0.000167125 7.38831e-05 0.000833563 0.00100008 0.00113275 0.000515464 0.000492978 0.000949039 0.0010608 0.000604903 0.000570409 0.000690528 0.000636776
internal_weight=0 673 599 2448 325 2351 2303 274 2279 97 103 240 1396 153 883 1333 800 87 55 54 746 83 222 199 77 58 69 99 48 65
internal_count=3121 673 599 2448 325 2351 2303 274 2279 97 103 240 1396 153 883 1333 800 87 55 54 746 83 222 199 77 58 69 99 48 65
is_linear=0
shrinkage=0.00196078


Tree=5302
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 0 10 124 3 42 3 1 131 2 12 4 3 4 1453 159 48 48 480 481 15 13 1 42
split_gain=1.35274 0.304192 0.187935 0.212766 0.149135 0.173319 0.183855 0.113476 0.104586 0.0988507 0.0959408 0.0956372 0.0948844 0.100673 0.0925994 0.0863266 0.0826663 0.0774518 0.09881 0.0970707 0.0881412 0.0871004 0.0899241 0.159617 0.0931701 0.110637 0.0770556 0.0694674 0.0946651 0.0661312
threshold=0.10312500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.11362000000000001 -1.0000000180025095e-35 -0.14051499999999997 0.22582000000000002 -0.074314999999999978 -0.076779999999999987 0.0022600000000000003 -0.0060199999999999993 -0.014944999999999998 0.11507500000000002 0.093840000000000021 0.13404500000000005 0.096475000000000019 -0.082769999999999982 0.092670000000000016 0.0045450000000000013 -0.092059999999999989 -0.085489999999999997 0.092475000000000016 0.078735000000000013 0.086850000000000024 -0.082049999999999984 -0.18895499999999996 0.0061450000000000003 0.086105000000000015 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 29 3 4 5 12 10 9 -4 11 -7 -1 13 -3 -10 17 -8 21 20 -20 -19 -11 23 24 25 -23 -14 -22 -29 -2
right_child=1 2 8 -5 -6 6 16 -9 14 15 -12 -13 26 -15 -16 -17 -18 18 19 -21 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.013335395946695999 0.014848894514778461 0.012912584405525455 -0.0029506800272925335 0.017406069962519474 0.0054974621077442387 0.0028339037075056695 0.016226234245200265 0.0053703355913360916 0.0065822342721124491 0.019230711013078688 0.010462756374138682 0.0066570524061235654 0.0059862053952487518 0.0036232872307300568 -0.0011850004526786507 0.0086845770484311902 0.010612177240717061 0.0061688263341784476 0.0028645327454432847 0.01180032879835175 0.013086458643064578 0.021136970818042757 0.0071144004771485931 0.022282059016552839 0.0068903636559844023 0.013535138301592401 -0.0014648573928950457 0.011981441286262008 0.0056696597287165269 0.0087190884689334787
leaf_weight=37 66 28 22 22 233 32 54 21 66 30 34 51 35 20 20 48 51 20 20 31 1418 20 20 22 20 448 23 157 28 24
leaf_count=37 66 28 22 22 233 32 54 21 66 30 34 51 35 20 20 48 51 20 20 31 1418 20 20 22 20 448 23 157 28 24
internal_value=0 0.00777074 0.00700524 0.00777733 0.00736198 0.00893032 0.0108997 0.0126889 0.00320197 0.0127538 0.00676392 0.00946499 0.00575324 0.00904204 0.0047759 0.0128806 0.0134994 0.0129707 0.0126302 0.0082961 0.0127664 0.0139888 0.013692 0.01395 0.0135744 0.01386 0.00303147 0.0128487 0.0110261 0.0132143
internal_weight=0 730 640 532 510 277 171 2391 108 2370 66 88 106 48 86 2282 105 2234 1674 51 1623 560 530 510 488 468 58 1603 185 90
internal_count=3121 730 640 532 510 277 171 2391 108 2370 66 88 106 48 86 2282 105 2234 1674 51 1623 560 530 510 488 468 58 1603 185 90
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=31
num_cat=0
split_feature=1 52 3 148 123 51 132 4 2 14 149 160 12 475 12 2 2 47 160 1 133 47 40 52 43 374 1428 3 160 3
split_gain=1.09572 0.247608 0.16266 0.106671 0.124374 0.111129 0.123587 0.101359 0.103496 0.0943405 0.0929869 0.109315 0.136852 0.0960835 0.130233 0.0955573 0.142583 0.0748694 0.0771774 0.0869736 0.142217 0.0730687 0.0705505 0.0687312 0.0678186 0.0992488 0.0677479 0.111367 0.13096 0.142312
threshold=0.10312500000000001 -0.42635499999999998 0.31299000000000005 -0.098399999999999974 0.085290000000000019 0.11144500000000002 -1.0000000180025095e-35 0.40124500000000002 0.095545000000000005 0.076975000000000002 0.077335000000000015 -1.0000000180025095e-35 0.11734000000000001 -0.072689999999999991 0.096475000000000019 -1.0000000180025095e-35 0.11237500000000002 0.081320000000000017 0.0030550000000000004 0.093575000000000019 0.089405000000000012 0.11370000000000001 -0.063404999999999989 0.0060650000000000009 -0.072864999999999985 0.086450000000000013 0.087980000000000017 -0.091869999999999993 -1.0000000180025095e-35 -0.15447499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 6 -5 8 9 -1 11 13 15 -8 -15 -13 -17 18 26 20 -20 -7 24 -4 25 -6 27 28 -10 -30
right_child=1 2 23 4 22 21 10 -9 17 -11 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011718710441849835 0.012066977865555708 -9.9195630755275499e-05 0.0012655982081601514 -3.9205248140206098e-05 0.0064253507427369759 0.016024590396721449 0.0054434988026817645 0.0046636583706872034 -0.0011402416447665366 0.015439372195232608 0.013918890196830035 0.00096074669621884826 0.013453820963268696 0.016384893182564426 0.0071497503005398012 0.0096638985629449933 0.0030277473890207344 0.014706759280651002 0.015908625559906846 0.0065049320950334808 0.0086050015541591831 0.0085051967917631078 -0.00078753254958428452 0.0065374252491917813 0.010635178758424116 -0.0012179917615392933 0.015079295001924037 0.0098603996153047435 0.013303794998389025 0.0022356838431386722
leaf_weight=1697 85 20 79 20 65 28 27 22 21 71 25 40 23 37 26 69 61 37 73 23 42 24 20 36 22 23 20 338 26 21
leaf_count=1697 85 20 79 20 65 28 27 22 21 71 25 40 23 37 26 69 61 37 73 23 42 24 20 36 22 23 20 338 26 21
internal_value=0 0.00699367 0.00632509 0.00706482 0.00734576 0.00825916 0.00757825 0.01142 0.0114828 0.0118681 0.00807289 0.00755646 0.00621435 0.0104345 0.0125736 0.00523489 0.00655001 0.0103491 0.0100632 0.0121185 0.0132412 0.0125541 0.00467583 0.00291591 0.00566916 0.00442766 0.00939743 0.00911753 0.00542504 0.00835847
internal_weight=0 730 645 530 510 380 328 2391 2369 1768 308 283 193 90 63 170 130 601 564 138 115 52 130 115 110 88 426 406 68 47
internal_count=3121 730 645 530 510 380 328 2391 2369 1768 308 283 193 90 63 170 130 601 564 138 115 52 130 115 110 88 426 406 68 47
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=31
num_cat=0
split_feature=1 1 12 2 47 2 123 2 4 11 43 2 34 4 2 1 1 12 41 131 15 4 475 13 150 159 2 150 12 43
split_gain=22.1829 3.85761 2.25606 1.69336 0.901407 0.835243 0.657093 0.665686 0.617515 0.612983 0.592802 0.444824 0.439681 0.398877 0.39533 0.497044 0.367568 0.270543 0.323344 0.255184 0.315391 0.34129 0.227915 0.223366 0.223124 0.384084 0.29538 0.217712 0.210109 0.202516
threshold=0.104035 0.12408500000000001 0.085055000000000006 0.099185000000000009 0.12958500000000003 -1.0000000180025095e-35 0.084025000000000016 0.14960000000000004 0.27834500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.089775000000000008 0.088975000000000012 0.14089500000000002 0.085785000000000014 0.077565000000000009 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.066784999999999983 -1.0000000180025095e-35 0.083555000000000004 0.076905000000000015 0.11474000000000002 1.0000000180025095e-35 0.11734000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 5 11 10 7 22 -4 14 -1 12 -3 -14 -7 -16 -6 29 -19 20 -13 -22 -5 -15 25 26 -2 28 -24 -11
right_child=1 4 8 6 16 9 -8 -9 -10 17 -12 19 13 23 15 -17 -18 18 -20 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055587980745847932 0.00075596819116788749 0.0002136906884125716 0.00088923235576976304 0.00097184041709985473 0.00075187370726891467 0.00096900925855302128 0.00053614756700716935 0.00053555336025814626 0.00059904084816850994 0.0013671888412436406 0.00091226509989934161 0.00031330031468743927 0.00061219304866991404 0.00027324880169245051 0.00091999260838637883 0.00066704317178650232 0.00040116141481763302 0.0011734480026111104 0.0008481049419516493 0.00040044235348628434 0.00022668820708189778 -0.00010427412697497536 0.00087154776847991227 0.00051995744853933538 0.00045253345649530643 0.00044920892958171899 0.00052662565554535419 0.00066398849033330587 0.00072814150200040768 0.0010979904429638449
leaf_weight=34 50 45 130 59 27 1295 29 26 36 21 38 29 36 43 448 32 20 24 23 20 23 25 309 21 92 56 38 25 45 22
leaf_count=34 50 45 130 59 27 1295 29 26 36 21 38 29 36 43 448 32 20 24 23 20 23 25 309 21 92 56 38 25 45 22
internal_value=0 0.000526938 0.000651156 0.000925085 0.000354149 0.000951198 0.000822486 0.000840382 0.000826299 0.000959198 0.000743972 0.00030589 0.000374647 0.000447078 0.000951194 0.000903129 0.000602634 0.00111707 0.00101424 0.000203109 0.000151853 5.4312e-05 0.000858477 0.0003542 0.000527962 0.000576152 0.000656934 0.000840829 0.000853318 0.00122946
internal_weight=0 691 402 2430 289 1937 493 464 166 1865 72 242 145 100 1775 480 47 90 47 97 77 48 438 64 236 144 88 379 354 43
internal_count=3121 691 402 2430 289 1937 493 464 166 1865 72 242 145 100 1775 480 47 90 47 97 77 48 438 64 236 144 88 379 354 43
is_linear=0
shrinkage=0.00196078


Tree=5305
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 43 1 4 14 2 12 1 2 1 1 52 457 43 1 0 4 52 4 13 11 2 0 159
split_gain=36.9458 6.23792 3.28482 2.30448 2.1065 1.91091 1.48687 1.25168 0.953101 0.946957 0.913207 0.766539 0.671375 0.634983 0.634813 0.535775 0.425397 0.380826 0.328341 0.502335 0.325058 0.320915 0.294981 0.291123 0.284484 0.268733 0.262133 0.255245 0.254724 0.271353
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 -0.025214999999999998 0.077845000000000011 -0.16363499999999997 0.062655000000000016 0.089775000000000008 -0.42850999999999995 0.12656000000000003 0.11682500000000001 0.122715 0.091195000000000012 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.13075500000000004 -0.22491999999999998 0.042705000000000007 1.0000000180025095e-35 -0.036839999999999991 -0.28558999999999996 1.0000000180025095e-35 0.15950500000000004 0.18019500000000002 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 10 13 -4 -9 11 16 -6 -3 21 24 -1 -13 22 -20 -5 -11 28 -24 -2 -23 -12 -14 29 -19
right_child=1 4 8 20 12 -7 -8 9 -10 14 26 17 27 -15 -16 -17 -18 18 19 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013036315503320976 0.0013050732367178974 0.00064470356964014641 0.0011897731520214669 0.00080230197467494237 0.00053136497381187618 0.00086564470373179305 0.000775431732653208 0.0011727840730956956 0.00076084782341116698 0.00062236371550128129 0.0012967636735708105 0.0013886573579576281 0.00028772166862311651 0.00041085911651031926 0.00057954030118313119 0.00089564693737787676 0.0012092232916656874 0.0012292371751355077 0.0012305565639139121 0.00082797945614857676 0.00053229887841963299 0.00071989171673047224 0.0010839829263289262 0.0012348061282233566 0.0011083451878464868 0.00099049713674931013 0.0015357397438264359 1.4283929374955949e-05 0.0010184013098478316 0.0013743548756614725
leaf_weight=1106 50 98 28 60 35 48 24 20 69 21 25 45 35 82 69 29 220 499 26 22 24 21 115 86 65 43 60 21 20 55
leaf_count=1106 50 98 28 60 35 48 24 20 69 21 25 45 35 82 69 29 220 499 26 22 24 21 115 86 65 43 60 21 20 55
internal_value=0 0.000719532 0.00123827 0.000983259 0.000584409 0.00125286 0.00126093 0.000652808 0.000884661 0.000771395 0.00126604 0.00125832 0.00031833 0.000538174 0.000719266 0.00113382 0.00128797 0.00121302 0.00120341 0.00104604 0.000725158 0.000832691 0.00121316 0.00114851 0.00119388 0.000901705 0.00146545 0.000185183 0.0012358 0.00124364
internal_weight=0 673 2448 228 445 2351 2303 354 97 174 2279 2194 91 180 154 144 1326 868 823 48 84 85 775 201 115 64 85 56 574 554
internal_count=3121 673 2448 228 445 2351 2303 354 97 174 2279 2194 91 180 154 144 1326 868 823 48 84 85 775 201 115 64 85 56 574 554
is_linear=0
shrinkage=0.00196078


Tree=5306
num_leaves=31
num_cat=0
split_feature=1 1 11 4 52 16 158 2 1 3 16 51 12 0 2 159 4 2 13 457 403 0 149 49 2 16 0 133 1209 1203
split_gain=1.19616 0.277321 0.163506 0.111087 0.101977 0.110859 0.0913966 0.0856884 0.0772009 0.076592 0.0924713 0.0765628 0.107437 0.0773922 0.0760685 0.0717701 0.0691326 0.0679397 0.0668907 0.0666528 0.0632731 0.0611182 0.0605559 0.0841965 0.158722 0.0705356 0.108819 0.15229 0.145455 0.0853755
threshold=0.10293500000000001 0.12337000000000002 0.084110000000000004 0.042705000000000007 0.12492500000000002 0.15891500000000003 0.07968500000000002 0.13913500000000004 0.16773500000000005 0.10299500000000002 0.27776000000000006 -0.13782999999999998 -0.089839999999999989 -0.089604999999999976 0.10699500000000002 -1.0000000180025095e-35 -0.043364999999999994 0.090175000000000019 0.086705000000000018 -0.079829999999999984 -0.069569999999999979 -0.07929499999999999 0.079000000000000015 -0.048674999999999989 0.091185000000000002 -0.08231999999999999 -0.071339999999999987 0.0068000000000000014 -0.025744999999999997 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 19 18 9 15 11 -11 13 21 -1 -4 -3 -15 -8 20 -2 -5 -13 23 24 -14 26 27 29 -29 -25
right_child=1 8 14 6 -6 -7 17 -9 -10 10 -12 12 22 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.018789649352787392 0.011299408815355729 0.010524117055077416 0.016117072974432361 0.0060153096891008319 0.011888158319623403 0.010980167721087735 0.017634125705808402 0.0055844337842427191 -0.00073102824389934548 0.0041957159759476786 0.01324013413861394 0.010887770310509951 0.011508217444090406 0.016198041662573815 0.010136038479977287 0.0047961273746940161 0.010121053719940858 0.011284498138249749 0.0036997624628600624 0.0056405245757036628 0.010416780418998907 0.0030699586868286133 0.017432520665567032 0.013475089117288572 0.0028677251396907705 0.011897828521621402 0.020340865140869507 0.0021408860385417942 0.011445727444009944 0.018404197352580153
leaf_weight=34 23 24 37 40 53 60 22 20 23 26 20 20 100 36 50 247 39 72 21 219 178 20 22 355 27 1148 21 20 105 39
leaf_count=34 23 24 37 40 53 60 22 20 23 26 20 20 100 36 50 247 39 72 21 219 178 20 22 355 27 1148 21 20 105 39
internal_value=0 0.00721139 0.00879452 0.0118231 0.00784238 0.00713236 0.0101289 0.012098 0.00483132 0.0121621 0.00812807 0.0122556 0.0121059 0.0148321 0.0126797 0.0053034 0.013038 0.0127706 0.00908993 0.00617835 0.00960917 0.00697886 0.0122176 0.0121544 0.00967126 0.0123412 0.0132837 0.0129981 0.00995695 0.013963
internal_weight=0 736 442 2385 355 302 333 2052 294 2032 46 1986 1877 109 87 271 75 94 239 242 218 40 1837 1815 127 1688 540 519 125 394
internal_count=3121 736 442 2385 355 302 333 2052 294 2032 46 1986 1877 109 87 271 75 94 239 242 218 40 1837 1815 127 1688 540 519 125 394
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 14 47 4 0 1 150 2 43 2 0 16 43 0 2 4 0 1 15 13 16 4 4
split_gain=33.9419 4.18295 3.70198 3.18842 2.08048 1.37597 1.17539 0.996381 0.835165 0.785158 0.782134 0.67062 0.59314 0.474298 0.463376 0.430761 0.464959 0.400069 0.455012 0.386739 0.34592 0.34277 0.32419 0.356736 0.314388 0.311563 0.326569 0.45349 0.276447 0.263176
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.092550000000000007 0.40124500000000002 -0.17966999999999997 0.076175000000000007 0.13082500000000002 0.053925000000000008 -0.23194499999999998 0.10124500000000002 0.091105000000000005 0.13093500000000002 -0.025214999999999998 0.11177500000000001 -0.11173999999999999 -0.43320999999999993 -0.081374999999999989 -0.10011499999999998 0.11389000000000002 -0.51253999999999988 -0.065229999999999996 0.15799000000000005 -0.0088349999999999974 -0.0075049999999999987 -0.50690499999999983 -0.036839999999999991 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 11 8 28 -6 17 24 14 -1 13 19 20 -2 -17 18 -4 -9 -7 29 -19 -24 -3 26 -18 -28 -5 -13
right_child=1 9 5 6 7 10 -8 12 -10 -11 -12 21 -14 -15 -16 16 25 22 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0015073100725809733 0.00057548780732254797 0.00043237077417964119 0.0012495495533177015 0.0012784987139121027 0.0012351099088326201 0.0014259938851334344 0.00072000408606007205 0.00079924443265056366 0.0015325526533198446 0.0007534208942097956 0.0010287599530893364 0.0012661002269350827 0.0007337592602326108 0.00069506536362403857 0.00090571429069135701 0.00094871989049012716 0.00059931320272049726 0.0015155997245557724 0.00090100369735748745 0.00109568963662776 0.0011988939948381519 0.0009090919934187508 0.0012763897541537091 0.0010985410745886677 0.00022174819114328432 0.00045566735880485935 0.00060110526433324117 0.00097981172034741944 0.0010635746585280165 0.0011031032627558007
leaf_weight=22 116 123 36 33 31 27 36 23 47 26 124 69 85 22 20 31 43 21 24 64 574 21 1191 45 35 20 20 31 76 85
leaf_count=22 116 123 36 33 31 27 36 23 47 26 124 69 85 22 20 31 43 21 24 64 574 21 1191 45 35 20 20 31 76 85
internal_value=0 0.000682917 0.00120516 0.000794062 0.00103752 0.0012387 0.00102719 0.000908694 0.00127572 0.000437672 0.00117094 0.00118465 0.000856535 0.000952277 0.00119933 0.000664548 0.000735796 0.00126655 0.00111013 0.00101732 0.0012091 0.00114409 0.00127402 0.00126991 0.000385714 0.000677895 0.000725178 0.000831299 0.00112864 0.00117613
internal_weight=0 590 2531 406 422 2109 145 225 1364 184 745 197 194 109 621 261 145 1317 60 87 601 175 1257 1236 158 114 94 51 109 154
internal_count=3121 590 2531 406 422 2109 145 225 1364 184 745 197 194 109 621 261 145 1317 60 87 601 175 1257 1236 158 114 94 51 109 154
is_linear=0
shrinkage=0.00196078


Tree=5308
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 11 4 0 52 2 0 0 15 2 3 4 1 16 1 16 12 457 43 3 51 52
split_gain=28.3247 3.45758 3.18537 2.52215 1.771 1.29574 1.10905 0.917761 0.783015 0.598362 0.523249 0.497664 0.497253 0.657077 0.537839 0.416749 0.410583 0.346983 0.328628 0.508366 0.304972 0.295049 0.287392 0.277648 0.270508 0.249112 0.23802 0.253048 0.211143 0.204804
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.091545000000000015 0.40124500000000002 -0.17966999999999997 1.0000000180025095e-35 0.053180000000000012 -0.23194499999999998 0.08257500000000001 0.10402500000000002 -0.078904999999999989 -0.13027499999999997 1.0000000180025095e-35 0.11389000000000002 -0.13309499999999996 -0.14098499999999997 0.16540500000000002 -0.066924999999999985 0.11669000000000002 0.15273500000000004 0.093965000000000007 0.045365000000000009 -0.078654999999999989 0.11658 -0.096089999999999981 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 20 9 24 -6 15 18 -1 13 14 25 -4 -11 28 -8 23 -3 -21 26 -20 -5 -10 -2 -28 -13 -30
right_child=1 5 6 7 8 -7 10 -9 12 16 -12 17 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013778592840023008 0.00057595327529572744 0.00042384374360535451 0.00090207979709160417 0.0012508872394249135 0.0011346612632236928 0.00078762345064699259 0.0012407493290442543 0.00068824677454198111 0.0010376714517348214 0.001180142764450789 0.00098469540545045343 0.0012362293115486648 0.0010766280898010878 0.0005958355407346004 0.00065328871764340035 0.0011807904799989576 0.0014548398667404241 0.0008285255040051668 0.00072534453050762996 0.0011620251186803786 0.0001791327251304014 0.0010743042637219508 0.00055186766642200996 0.0010520653455865149 0.0010128380675496259 0.00081136809703642862 0.00086694937796184509 0.00065164914345339014 0.00099721477497695821 0.0011641233958190301
leaf_weight=22 42 178 21 24 31 39 74 32 45 35 137 33 22 59 36 1160 52 21 20 288 22 302 91 20 78 32 41 43 76 45
leaf_count=22 42 178 21 24 31 39 74 32 45 35 137 33 22 59 36 1160 52 21 20 288 22 302 91 20 78 32 41 43 76 45
internal_value=0 0.000642584 0.00111966 0.000766446 0.000964155 0.00046068 0.00115078 0.000977959 0.000845298 0.0011874 0.00109556 0.00109991 0.000799059 0.000763556 0.000851127 0.00117583 0.00134433 0.00106496 0.00111714 0.00110262 0.000396926 0.00111712 0.000635833 0.000888705 0.00106885 0.000943623 0.000696475 0.000756736 0.0010972 0.00105929
internal_weight=0 590 2531 351 422 239 2109 134 225 1268 841 197 194 172 113 1181 87 175 704 630 200 590 217 40 102 77 126 84 154 121
internal_count=3121 590 2531 351 422 239 2109 134 225 1268 841 197 194 172 113 1181 87 175 704 630 200 590 217 40 102 77 126 84 154 121
is_linear=0
shrinkage=0.00196078


Tree=5309
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 11 12 4 16 12 49 0 15 13 132 4 123 14 47 0 16 48 1 52 0 1 3 151 2
split_gain=1.29737 0.296253 0.188638 0.117094 0.114863 0.11613 0.125035 0.106647 0.0861705 0.0819065 0.0816483 0.0807871 0.0978114 0.114351 0.0922546 0.079203 0.0779806 0.0730308 0.11733 0.0829068 0.16811 0.0908831 0.181044 0.117931 0.0813686 0.0770302 0.073028 0.1824 0.0992842 0.0704545
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.088105000000000003 0.40124500000000002 0.10045500000000002 1.0000000180025095e-35 0.09320500000000001 -0.011559999999999999 0.061255000000000011 0.10016000000000001 -1.0000000180025095e-35 -0.040504999999999992 -0.30407999999999996 -0.070999999999999994 0.090440000000000006 -0.17966999999999997 0.10695000000000002 -0.22253999999999999 0.080455000000000013 -0.14649999999999996 -0.50339499999999993 0.085130000000000025 0.11249000000000002 -0.077024999999999996 -0.14051499999999997 0.080270000000000022 -0.11171999999999999 0.057610000000000008 0.15109000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 5 6 26 9 -5 -8 -10 -4 13 -13 -14 16 -3 18 -18 21 -21 -20 23 -23 25 -24 -1 -28 -29 -7
right_child=1 2 11 8 -6 29 7 -9 10 -11 -12 12 14 -15 -16 -17 17 -19 19 20 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.012946192669449009 0.012871739664115013 0.012606380212431155 -0.00081315560026034228 0.014821559706732872 0.0051238003017550172 0.011184804228347882 0.015884338077847605 0.010207932175177596 0.012237172937128954 0.023122993331741205 0.0066372678100103241 0.0046786871005315336 -0.0031139903539872688 0.013330175253477964 0.005086278608616661 0.00078459639723102252 0.012212924814472597 0.0012680612661389878 0.0087467001391607416 0.0039826788008213041 0.016635939680106408 -0.0044859526453850168 0.014151468509364697 0.0042412325071836676 0.001969723850488663 0.0063073958645785055 0.0024364282776202476 0.012203384365925255 0.0051913006319886171 0.0052453931642784963
leaf_weight=1274 90 24 31 31 22 408 54 23 43 22 66 50 23 22 34 21 39 23 57 21 21 30 21 32 20 31 21 525 21 21
leaf_count=1274 90 24 31 31 22 408 54 23 43 22 66 50 23 22 34 21 39 23 57 21 21 30 21 32 20 31 21 525 21 21
internal_value=0 0.0074997 0.00674426 0.00773547 0.0123162 0.0123829 0.0127122 0.0161742 0.0101695 0.0179797 0.0088464 0.00377064 0.00487217 0.0073222 0.0017774 0.00673323 0.00712483 0.00667887 0.00713641 0.00628669 0.0103093 0.00540213 0.00397944 1.8401e-05 0.00739034 0.00947519 0.012526 0.0115819 0.0119337 0.0108941
internal_weight=0 730 640 480 2391 2369 1940 99 140 76 109 160 129 72 57 340 319 295 272 233 42 191 134 62 72 52 1841 567 546 429
internal_count=3121 730 640 480 2391 2369 1940 99 140 76 109 160 129 72 57 340 319 295 272 233 42 191 134 62 72 52 1841 567 546 429
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 43 10 34 2 2 4 3 133 0 15 0 13 12 0 3 1420 48 1454 1447 15 47 475 4 131 42
split_gain=1.06436 0.291068 0.201555 0.165579 0.122823 0.119528 0.111551 0.123626 0.146704 0.138913 0.103143 0.0988296 0.0880003 0.0844579 0.126509 0.0811025 0.0941914 0.101305 0.0778268 0.0814168 0.0821535 0.0886084 0.0971307 0.0969752 0.0911251 0.0712462 0.0708703 0.0901776 0.0707934 0.0683493
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.066504999999999995 0.11924500000000002 -0.11720999999999999 -1.0000000180025095e-35 -0.021334999999999996 0.11870500000000002 -0.18970999999999996 0.042705000000000007 -0.11171999999999999 -1.0000000180025095e-35 0.0059850000000000016 -0.24436499999999997 -0.081894999999999982 -0.071554999999999994 -0.082514999999999991 -0.085669999999999982 -0.045649999999999989 -0.080064999999999983 0.093265000000000015 0.097395000000000023 -0.065079999999999985 -0.079929999999999987 0.11518500000000002 -0.07409499999999998 0.27287000000000006 0.095205000000000026 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 -4 13 -8 9 -9 18 -5 -10 14 -2 -14 17 -17 28 20 -20 22 23 -22 -23 -11 -7 -28 -3 -25
right_child=6 10 3 4 -6 26 7 8 12 25 -12 -13 15 -15 -16 16 -18 -19 19 -21 21 24 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0004362206872818726 0.0079283020633738495 0.012236206943753207 0.010918156256215001 0.0053002122975885878 0.0064578055047604726 -0.00034638544078916314 -0.0010985536981973818 0.0034011532161384822 -0.00067669337801635272 0.014899109079478643 0.0095480054393606642 0.011882989979080426 0.003442512044204852 -0.0037354196377453355 -0.0012758096081337759 0.010046503734774889 0.012426469565058749 -1.854273956269026e-05 0.015824704492980665 0.0049044728855646797 0.014899440388488647 0.012416755620638882 0.0050734116211533543 0.011636187068292845 0.004329678421153834 0.0082875027288017537 0.0074613620625788597 0.00019888221286237242 0.018009416500783779 0.009834382389934334
leaf_weight=28 32 615 49 25 64 20 23 25 25 39 303 260 74 21 28 20 30 20 37 21 73 22 25 748 38 28 92 21 22 293
leaf_count=28 32 615 49 25 64 20 23 25 25 39 303 260 74 21 28 20 30 20 37 21 73 22 25 748 38 28 92 21 22 293
internal_value=0 0.0107427 0.00870533 0.00914137 0.0104166 0.00669606 0.00499616 0.00592979 0.00654914 0.00976244 0.0112611 0.0113056 0.00479989 0.00172271 0.00363305 0.00575069 0.00819076 0.00501398 0.0115351 0.0110788 0.0111837 0.0110405 0.0112378 0.0113761 0.00729494 0.012136 0.00514056 0.0061117 0.0124356 0.0111291
internal_weight=0 2756 559 531 349 182 365 284 261 92 2197 285 169 81 60 144 70 40 1894 1257 1236 1199 1139 1114 60 67 133 113 637 1041
internal_count=3121 2756 559 531 349 182 365 284 261 92 2197 285 169 81 60 144 70 40 1894 1257 1236 1199 1139 1114 60 67 133 113 637 1041
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 43 13 3 2 2 3 132 15 4 4 31 4 2 34 47 15 0 3 2 0 3 132 1 0 47 2
split_gain=0.862132 0.235765 0.163259 0.141852 0.115679 0.120492 0.10314 0.0989 0.110338 0.0942912 0.108051 0.0905836 0.103548 0.0840608 0.0796761 0.0736876 0.0832901 0.0945848 0.0723871 0.0867164 0.0775701 0.0716718 0.125869 0.111117 0.082953 0.0818304 0.128376 0.069849 0.0670539 0.0642192
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 -0.078139999999999973 0.23855500000000004 0.11924500000000002 0.10672500000000001 0.081135000000000013 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.27834500000000006 0.053180000000000012 -0.08076499999999999 -0.034939999999999992 0.14753000000000002 -0.021334999999999996 0.077555000000000013 -0.0040799999999999994 -0.15350499999999997 -0.14186499999999996 0.081685000000000021 -0.064754999999999993 -0.10831999999999999 0.079970000000000013 0.081670000000000006 -0.068189999999999987 0.092710000000000015 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 18 8 14 15 11 -11 -13 21 -5 -2 17 -17 19 27 -21 22 -3 -23 -25 26 -24 -6 -20 -22
right_child=9 13 3 4 6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 28 20 29 23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00039259875858468674 0.0095040494159452232 0.01873941348077586 0.01502744665626308 0.0067110350960865629 0.0083313935218611735 0.011296965088695288 0.005218194930949399 0.00035604547509657486 0.01025567014540474 0.0045125430682674056 0.0068429858506923284 0.001611706246621907 -0.008564134496264161 0.0085263164946629451 -0.0010192371458591274 0.0012765324089406549 0.0011351446229964496 0.006865693239460781 0.017672248715534807 0.016242997749182194 0.005054840318519961 0.010445392871742573 0.0041993885799976333 0.0020294479157944973 0.0086076879589279311 0.016639527565111285 0.011932594834259996 0.0022195982736656849 0.010145697503447019 0.011415426802347627
leaf_weight=28 38 26 29 30 100 31 62 42 39 22 28 20 20 283 24 38 50 149 20 23 22 1574 28 22 149 23 92 23 29 57
leaf_count=28 38 26 29 30 100 31 62 42 39 22 28 20 20 283 24 38 50 149 20 23 22 1574 28 22 149 23 92 23 29 57
internal_value=0 0.00966842 0.0078348 0.00822723 0.00783439 0.0056747 0.00890138 0.00438366 0.00620259 0.00449654 0.00168701 -0.000641494 -0.00347621 0.010135 0.00327536 0.00541603 0.00476056 0.00572993 0.0097348 0.00897629 0.0111321 0.0103728 0.0123391 0.0101824 0.00776136 0.0111755 0.0101282 0.00718854 0.0132178 0.00964412
internal_weight=0 2756 559 531 502 166 336 135 93 365 90 62 40 2197 54 275 237 187 274 225 102 1914 169 1745 171 143 120 123 49 79
internal_count=3121 2756 559 531 502 166 336 135 93 365 90 62 40 2197 54 275 237 187 274 225 102 1914 169 1745 171 143 120 123 49 79
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 4 2 2 2 4 1 2 14 11 49 50 40 2 1 4 1 1 1 16 15 43 3 15 1 133
split_gain=43.7202 7.38368 3.28472 2.97424 2.72922 1.97606 1.79917 1.64682 1.4476 1.69039 1.29834 1.06447 1.01328 0.815685 0.653264 0.543867 0.537159 0.49813 0.472931 0.926043 0.457764 0.42322 0.371781 0.367029 0.348036 0.34272 0.438019 0.336189 0.37597 0.320423
threshold=0.104035 -0.059315 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.36766000000000004 0.089775000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.35136499999999998 0.09253500000000002 0.13712500000000002 0.062655000000000016 1.0000000180025095e-35 -0.054984999999999992 0.041865000000000006 -0.077714999999999992 0.094835000000000017 0.088975000000000012 -0.087894999999999987 0.11551000000000002 0.086920000000000011 0.13075500000000004 0.27776000000000006 0.024640000000000006 0.05259500000000001 -0.098469999999999988 -0.086254999999999984 0.14699000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 10 7 6 12 16 -9 -10 17 13 21 18 -2 27 -3 -1 23 -20 -11 -5 29 25 -15 -8 -27 28 -6 -4
right_child=1 4 22 5 15 -7 11 8 9 20 -12 -13 -14 24 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015099427818712607 0.00098807302583617728 0.00070405411170729507 0.00069499910184897735 0.00146768430753243 0.00055578487548386133 0.00079229663253999223 0.0013975428374306163 0.0012587780627160291 0.0013423896975377026 0.00082392248919730695 0.00091579419315157833 0.0010218831323187171 0.001705194069863924 0.0014583857671033203 0.0013408134745625741 0.00066460671597251704 0.00041208754121965053 0.0011764591211014094 0.0014495650163063635 0.00095798418005324699 0.00063217583449583247 0.0013907769750033298 0.00059613102827878563 0.0012495644658198895 0.001739909741224027 0.001019100070584054 0.0013312892858051159 0.00011822730325637202 0.00025749997082896822 0.00099094534801322048
leaf_weight=26 24 47 22 917 33 20 461 30 20 115 67 38 60 52 127 26 50 51 26 34 82 393 24 113 25 20 127 20 32 39
leaf_count=26 24 47 22 917 33 20 461 30 20 115 67 38 60 52 127 26 50 51 26 34 82 393 24 113 25 20 127 20 32 39
internal_value=0 0.000829757 0.00111119 0.00138871 0.000683782 0.00140593 0.00141134 0.000770045 0.000855063 0.00079925 0.00111539 0.00134302 0.00145602 0.00135725 0.00128475 0.000416443 0.000553556 0.00128906 0.00133826 0.001171 0.000744109 0.00144461 0.000802871 0.00135218 0.00154979 0.00137125 0.00128881 0.000340535 0.000408937 0.000884211
internal_weight=0 691 236 2430 455 2286 2266 344 247 217 144 896 1370 858 151 111 97 77 781 60 197 1310 85 721 77 608 147 85 65 61
internal_count=3121 691 236 2430 455 2286 2266 344 247 217 144 896 1370 858 151 111 97 77 781 60 197 1310 85 721 77 608 147 85 65 61
is_linear=0
shrinkage=0.00196078


Tree=5313
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 4 47 1 2 16 2 14 49 15 47 12 3 11 1 457 1 52 13 15 1 1 47 12 43
split_gain=42.6638 7.01453 3.48328 3.44216 2.3074 2.23531 1.96569 1.4775 1.16808 1.12346 0.846185 0.731063 0.715725 0.635153 0.491384 0.48539 0.487884 0.742282 0.476203 0.505706 0.886995 0.467968 0.385838 0.375475 0.365437 0.328413 0.321657 0.292006 0.286001 0.285685
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.09253500000000002 0.089775000000000008 -0.061854999999999993 0.14960000000000004 0.062655000000000016 -0.054984999999999992 1.0000000180025095e-35 0.10648500000000001 -0.010834999999999999 0.11658 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.090540000000000023 0.12418000000000001 -0.0087749999999999981 -0.41942499999999994 0.098420000000000021 0.13075500000000004 0.090280000000000013 0.095780000000000018 -0.14792499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 15 6 9 11 -5 12 -9 14 21 -2 22 16 23 -18 19 28 25 -1 -6 -3 -13 -21 -4 -15 -11 -20
right_child=1 4 26 8 7 -7 -8 10 -10 18 -12 24 -14 27 -16 -17 17 -19 29 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014017204778633719 0.000937713170701992 0.00075254369005826492 0.00081071521125100794 0.0012599854716105168 0.00041091033246891655 0.00092521036634209499 0.00079450990055121627 0.00059529553076215821 0.00080902167858826646 0.0013355307421889626 0.0010294444827722903 0.00044522985610394002 0.0016048983289142431 0.001393565423081379 0.00077311947174808554 0.0011009488342439426 0.0011349554071907236 0.0007347504219257174 0.0012482206517157434 0.0011118381130782997 0.00080361781353811574 0.0013068100889356863 0.00069366253734600412 0.00043387375263293746 0.00014999913784456164 0.0014629193269460699 0.00054212827113718769 0.0012007532630276911 0.0012573023328399347 0.0015128310465835303
leaf_weight=1081 23 44 60 34 96 48 24 45 63 448 28 27 59 58 24 20 28 49 21 20 22 245 23 21 40 21 24 63 300 62
leaf_count=1081 23 44 60 34 96 48 24 45 63 448 28 27 59 58 24 20 28 49 21 20 22 245 23 21 40 21 24 63 300 62
internal_value=0 0.000771634 0.0010513 0.00132907 0.000628346 0.001344 0.00135273 0.000521521 0.000967091 0.00135861 0.000761818 0.000437989 0.00139359 0.0012364 0.000517178 0.000814962 0.000774682 0.00088028 0.00130442 0.00128995 0.00112123 0.00138418 0.00046556 0.000649589 0.000268973 0.00129166 0.000733976 0.00129318 0.00130416 0.00144588
internal_weight=0 673 228 2448 445 2351 2303 283 97 2279 73 210 1385 144 143 162 142 77 894 811 63 1326 119 65 67 41 84 121 748 83
internal_count=3121 673 228 2448 445 2351 2303 283 97 2279 73 210 1385 144 143 162 142 77 894 811 63 1326 119 65 67 41 84 121 748 83
is_linear=0
shrinkage=0.00196078


Tree=5314
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 14 1 2 52 49 1 2 4 40 1 150 11 50 15 0 1 11 43 14 16 1
split_gain=21.7255 2.80372 2.14902 1.45253 1.34265 1.19584 1.00617 0.865213 0.944076 0.730098 0.636373 0.538042 0.354974 0.331373 0.322621 0.30771 0.296791 0.285277 0.276354 0.632896 0.268421 0.224889 0.228914 0.22087 0.2136 0.195664 0.19159 0.183923 0.280845 0.290576
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.09253500000000002 0.089775000000000008 -0.56176499999999996 -0.012034999999999999 0.090540000000000023 -1.0000000180025095e-35 -0.033174999999999989 -0.077714999999999992 0.089770000000000016 0.076925000000000007 1.0000000180025095e-35 0.041865000000000006 -0.089964999999999976 -0.094654999999999975 0.12958500000000003 0.086595000000000019 -0.080084999999999976 -0.46413499999999996 -0.06421499999999998 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 13 7 9 17 24 11 -4 14 -13 -2 -1 -16 -10 -3 -14 25 -11 22 23 -7 -9 -20 -12 -18 29 -29
right_child=1 5 10 -5 -6 21 -8 8 16 20 26 12 18 -15 15 -17 27 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010589418149301126 0.00068960224588712055 0.00051566753796250476 0.00095819682634791146 0.000664799934768469 0.00057798765252270771 0.00047315130748000798 0.00071589589503779467 0.0010237492182675529 0.00076654027553572164 0.0010262503441921789 0.00069405390433441706 0.0011378975662971664 0.00098485502440489366 0.00096807862550198065 0.00076564351336527161 0.0010031022006135859 0.0006998312791955529 0.00029438916369138915 0.000878519101031855 0.00056259587836250961 0.001275387078134063 0.00047827531424874992 9.7691316318195213e-05 0.00023584640289943233 0.00074376826631087874 0.0010887933885523088 0.00047100039103123198 0.00068546867015376544 0.00035211700816234991 0.00045139704808740545
leaf_weight=1082 20 42 34 45 74 25 41 22 23 23 57 53 761 92 23 239 20 48 46 20 60 26 22 38 20 27 20 38 36 44
leaf_count=1082 20 42 34 45 74 25 41 22 23 23 57 53 761 92 23 239 20 48 46 20 60 26 22 38 20 27 20 38 36 44
internal_value=0 0.00058373 0.00100155 0.00101379 0.000782937 0.000492016 0.0010204 0.000557676 0.000628623 0.00102575 0.000734773 0.00101909 0.000982188 0.000918351 0.00104399 0.000982257 0.000560326 0.000397652 0.000972524 0.000871626 0.00120635 0.000318697 0.000269884 0.000330015 0.000890425 0.000956292 0.000636118 0.000525957 0.000496487 0.000559869
internal_weight=0 590 2531 2420 186 404 2375 293 203 2334 111 2251 907 112 1344 262 161 90 854 93 83 111 85 63 42 73 77 138 118 82
internal_count=3121 590 2531 2420 186 404 2375 293 203 2334 111 2251 907 112 1344 262 161 90 854 93 83 111 85 63 42 73 77 138 118 82
is_linear=0
shrinkage=0.00196078


Tree=5315
num_leaves=31
num_cat=0
split_feature=1 4 150 2 40 11 0 472 45 3 48 3 52 43 43 123 49 150 1213 160 50 157 12 13 43 151 16 3 16 157
split_gain=1.19393 0.268695 0.163551 0.11577 0.113482 0.101729 0.127957 0.109214 0.099135 0.103801 0.0935178 0.0816707 0.0974249 0.0870299 0.0985713 0.110405 0.0731931 0.0708623 0.0684019 0.0718504 0.079545 0.0720712 0.0674428 0.0898616 0.0666894 0.076335 0.0732542 0.11736 0.0759231 0.0625209
threshold=0.10293500000000001 0.27044500000000005 1.0000000180025095e-35 0.25063000000000007 0.051255000000000002 0.084680000000000019 -0.026509999999999995 -1.0000000180025095e-35 0.081955000000000014 -0.07359499999999998 0.10168500000000001 -0.13309499999999996 0.12418000000000001 0.055925000000000009 -0.072864999999999985 0.086935000000000026 -0.066019999999999981 -0.050224999999999992 -0.077519999999999992 -0.089974999999999986 -0.099524999999999988 -0.080299999999999996 -0.07983999999999998 -0.071554999999999994 -0.070064999999999975 -0.080384999999999984 -0.024819999999999998 0.088060000000000013 0.058835000000000005 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 11 8 6 17 -7 9 -1 18 -3 13 14 15 -13 -4 -2 -11 -20 -21 -22 -16 -24 -23 -26 27 -27 -28 -30
right_child=1 3 16 -5 -6 7 -8 -9 -10 10 -12 12 -14 -15 22 -17 -18 -19 19 20 21 24 23 -25 25 26 28 -29 29 -31
leaf_value=0.012137252547236008 0.0056081737465380381 0.0085794761575369253 0.0070959670276432817 -0.0017116109724156559 0.0046155421825295152 0.0088610356754582863 0.0034210940695519445 0.018020112004984792 0.01797179563973959 0.01552703234056632 0.0052383431023167032 -0.0043206253194842835 0.0098153076585262063 -0.0012744502614027468 0.010906112445518375 0.004942120063389021 0.0013191559677140723 0.010851553294812763 0.013038761105046285 0.016166658001020552 0.0052302391804528968 0.0071158633817399496 0.00033771121774667077 0.0071805796208104407 0.016155289641271036 0.010260930981166894 0.016955214849224798 0.0034427658667893061 0.015278070721597897 0.0087564750812111469
leaf_weight=1776 30 67 90 24 22 23 33 30 26 30 31 22 31 29 25 31 29 183 98 20 33 61 28 61 24 136 27 31 21 49
leaf_count=1776 30 67 90 24 22 23 33 30 26 30 31 22 31 29 25 31 29 183 98 20 33 61 28 61 24 136 27 31 21 49
internal_value=0 0.00715708 0.00882363 0.00496647 0.0117644 0.0100715 0.00921535 0.0140454 0.011831 0.0117627 0.0105769 0.00551162 0.00460613 0.00378223 0.00466034 0.00109721 0.00568817 0.010113 0.0108891 0.0106109 0.010019 0.00969713 0.00631688 0.00502777 0.0101195 0.0107557 0.0102648 0.00899528 0.0124505 0.010713
internal_weight=0 736 418 318 2385 299 246 53 2363 2337 561 294 227 196 167 53 119 213 530 500 402 382 114 89 349 288 264 167 97 70
internal_count=3121 736 418 318 2385 299 246 53 2363 2337 561 294 227 196 167 53 119 213 530 500 402 382 114 89 349 288 264 167 97 70
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 14 45 0 156 49 4 52 160 12 2 2 3 0 42 13 483 1456 9 15 133 14 457 130 4 124
split_gain=0.969612 0.238323 0.183717 0.139197 0.117216 0.0955933 0.0925752 0.163816 0.214276 0.186081 0.0981831 0.0942735 0.0834419 0.0783959 0.121326 0.0733058 0.073056 0.0821571 0.0665656 0.221749 0.0862654 0.0689099 0.0655259 0.0652651 0.0632369 0.0850828 0.0743502 0.073579 0.0603378 0.0577525
threshold=0.10124500000000002 -0.39518999999999993 0.13622000000000004 0.088105000000000003 0.22582000000000002 0.062655000000000016 0.081955000000000014 -0.13027499999999997 0.013700000000000002 -0.023059999999999997 0.022185000000000003 0.039215000000000007 0.08443500000000001 -0.42850999999999995 0.31358000000000003 0.13093500000000002 0.10299500000000002 -0.097734999999999989 0.084835000000000008 -0.01163 -1.0000000180025095e-35 0.056265000000000009 0.092235000000000011 0.090455000000000021 0.089980000000000018 -0.23083499999999998 -0.079829999999999984 -1.0000000180025095e-35 0.51164000000000009 -0.087394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 24 5 6 7 8 9 12 15 -11 -1 -4 -15 16 17 -9 21 20 -20 -19 -5 -7 25 28 -27 -28 -3 -29
right_child=1 2 13 22 -6 23 -8 10 -10 11 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=2.0976859906857665e-05 0.011779494911360627 0.014014952817127446 0.0090135952178388833 0.0098302631865917426 0.0029985673364717517 0.016238520444169933 0.017014129722321577 0.015343963661127622 -0.0025313355866819621 0.017750825406983497 0.0089377344313505049 0.0088873489100175611 0.0080212121854856388 0.0036596781725714367 -0.0037270985957649026 0.004947300513740629 0.0065754266607756214 0.011325003809145948 0.01422877012003885 -4.5714860316365961e-05 0.010312983937492692 0.014346699136258835 0.0038868695153810441 0.010763840246823078 0.0022079081590183906 0.011243593887913794 -0.00047246300250249491 0.010581021362339103 0.0064258061989676211 0.0050560872751460005
leaf_weight=22 78 22 20 159 20 51 22 45 20 24 274 24 32 126 27 20 36 832 61 20 724 83 21 38 45 21 22 21 20 191
leaf_count=22 78 22 20 159 20 51 22 45 20 24 274 24 32 126 27 20 36 832 61 20 724 83 21 38 45 21 22 21 20 191
internal_value=0 0.00653821 0.00594997 0.00688596 0.0106215 0.010687 0.0105592 0.0104951 0.00693303 0.00878879 0.0107026 0.0133191 0.00476186 0.00312578 0.00235613 0.0109681 0.011035 0.0111259 0.0110156 0.0103523 0.0106173 0.0115991 0.00913687 0.013901 0.00570128 0.00623057 0.00554367 0.00503214 0.0104011 0.00560337
internal_weight=0 773 695 522 2348 2328 2239 2217 122 102 2095 48 54 173 153 1821 1801 1765 1720 805 785 915 180 89 342 297 255 234 42 212
internal_count=3121 773 695 522 2348 2328 2239 2217 122 102 2095 48 54 173 153 1821 1801 1765 1720 805 785 915 180 89 342 297 255 234 42 212
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 14 4 47 1 2 3 52 2 4 1 1 2 15 10 3 0 48 131 12 16 160 16 1212
split_gain=17.0037 2.85289 1.76256 1.37995 1.05659 0.922658 0.839093 0.725419 0.605271 0.604285 0.459336 0.457577 0.411572 0.325297 0.287676 0.308921 0.282477 0.221259 0.33521 0.205168 0.212361 0.176772 0.174304 0.167012 0.166941 0.163051 0.151897 0.146897 0.143038 0.179092
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.077845000000000011 0.089775000000000008 -0.014944999999999998 -0.56176499999999996 0.14753000000000002 0.27834500000000006 0.091195000000000012 0.089770000000000016 0.097845000000000015 -0.41942499999999994 -0.38124499999999995 -0.010424999999999999 0.18019500000000002 0.083685000000000009 0.09031500000000002 0.096475000000000019 0.11346000000000002 -0.067824999999999983 -0.08231999999999999 0.090080000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 6 7 12 8 11 14 -5 16 -3 -13 15 -4 28 22 -19 -16 -21 -17 -15 -12 -2 -8 -7 -23 -1 -30
right_child=1 2 9 10 -6 26 25 -9 -10 -11 23 13 -14 17 19 21 -18 18 -20 20 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00088797202295606305 0.00088544629456624273 0.00061916450549866643 0.0004676930233836174 0.00079245344534808516 0.00043243434609708533 0.00045212075327766071 0.00090605788681583077 0.0010071097307488058 0.00049784911676922588 0.00053762115839677297 0.00036236824706695924 0.0009557042894328614 0.00027077642656238532 0.00079499182343123031 0.00030322434017137972 0.00036995705302416321 0.00078275405745442683 0.00048048125114688887 0.00077755518170877127 0.0002392278918768188 -5.4628226078218879e-06 0.00035147288859840116 0.00060946167300583102 0.00056654284183722456 0.00068774417383608475 0.00071492316818262572 0.00067349497076130594 0.00015373681875600353 0.00085160803491022338 0.00073180102587285629
leaf_weight=435 52 32 40 28 215 26 32 84 22 37 24 43 22 733 32 41 216 23 40 25 30 20 20 43 24 37 22 52 619 52
leaf_count=435 52 32 40 28 215 26 32 84 22 37 24 43 22 733 32 41 216 23 40 25 30 20 20 43 24 37 22 52 619 52
internal_value=0 0.000464617 0.000420328 0.000813201 0.000515354 0.000822625 0.000660296 0.000828272 0.000821453 0.000304374 0.000581546 0.000824717 0.000477229 0.000789484 0.000268416 0.000319606 0.000847611 0.000780725 0.0006691 0.000178391 0.00010576 0.000267186 0.000790064 0.000493406 0.000823014 0.000803565 0.000553584 0.000208664 0.000860277 0.000842323
internal_weight=0 691 615 2430 338 2335 123 2287 2203 277 95 2181 54 859 240 153 1322 816 63 87 55 113 753 67 76 69 48 72 1106 671
internal_count=3121 691 615 2430 338 2335 123 2287 2203 277 95 2181 54 859 240 153 1322 816 63 87 55 113 753 67 76 69 48 72 1106 671
is_linear=0
shrinkage=0.00196078


Tree=5318
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 0 3 2 1 4 2 4 0 13 14 0 4 12 1 50 14 0 12 4 16 40 52
split_gain=32.4114 5.36762 3.35996 2.80336 1.68906 1.67831 1.13446 1.14715 0.978627 0.923014 0.872059 0.827184 0.817651 0.680545 0.664753 0.564261 0.442996 0.392035 0.382221 0.334475 0.499445 0.282135 0.268351 0.260239 0.254836 0.23295 0.230359 0.226604 0.221927 0.215616
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.31370500000000007 0.10672500000000001 0.077845000000000011 0.42051500000000003 0.14753000000000002 0.27834500000000006 -0.079119999999999982 -0.47860499999999995 -1.0000000180025095e-35 -0.15599999999999997 -0.49013999999999996 0.08401500000000002 0.083345000000000016 0.10883000000000001 -0.41790499999999997 -0.11991499999999998 0.10124000000000001 -0.14098499999999997 0.13751500000000003 -0.065259999999999999 0.12492500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 29 7 8 18 12 25 -5 13 28 17 22 -11 -9 -1 -17 -21 24 -10 -14 -19 -7 -22 -6 -4 -3
right_child=1 2 9 11 27 10 -8 14 15 16 -12 -13 23 -15 -16 19 -18 21 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010392442189337072 0.001149618517226848 0.00061888153173413334 0.00058358082734961427 0.0010921308254243946 0.00066988310853077521 0.001145005648014136 0.0013840002892147594 0.0013314032254098844 0.0012162069074804379 0.00038168634830439054 0.00063447160761297486 0.00069082432843794908 0.00058320368439251306 0.00039841044353309017 0.00072019077014051863 0.0012243962037813833 9.5970202758349692e-05 0.0012278126180921146 0.00071651896015748756 0.00088739322664820812 0.00097183127991743422 0.00092710825556527278 0.0011213462797097884 0.0003311174803857149 0.0010559536966780979 0.00092721364411319331 0.0011395154766969152 0.00094146015040792112 0.00083182016002067037 0.00083172983836893939
leaf_weight=43 76 215 20 28 27 41 84 21 1031 54 27 67 20 30 22 122 34 39 21 36 34 55 129 74 222 35 428 21 45 20
leaf_count=43 76 215 20 28 27 41 84 21 1031 54 27 67 20 30 22 122 34 39 21 36 34 55 129 74 222 35 428 21 45 20
internal_value=0 0.000658018 0.000597267 0.00113928 0.00115271 0.000728469 0.00116035 0.00115183 0.00117157 0.000437172 0.000937169 0.000809104 0.000514405 0.000642693 0.00105042 0.00118014 0.000271296 0.00107198 0.00093335 0.00113238 0.00110984 0.00105474 0.00120566 0.000384753 0.00108163 0.00104471 0.00112718 0.000788698 0.000755439 0.000636996
internal_weight=0 691 615 2430 2335 338 2287 2203 1844 277 103 95 189 95 359 1780 88 337 64 620 498 316 1160 94 261 76 462 48 65 235
internal_count=3121 691 615 2430 2335 338 2287 2203 1844 277 103 95 189 95 359 1780 88 337 64 620 498 316 1160 94 261 76 462 48 65 235
is_linear=0
shrinkage=0.00196078


Tree=5319
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 4 2 4 14 0 52 1 49 0 39 0 150 2 4 3 160 16 4 51 43 13
split_gain=29.1605 3.45493 3.19825 1.85475 1.85287 1.32645 1.20539 0.910477 0.795222 0.657759 0.666376 0.64787 0.604375 0.486865 0.476517 0.441513 0.435631 0.402133 0.358648 0.354674 0.362184 0.352895 0.348897 0.520192 0.578574 0.253254 0.248011 0.243878 0.193009 0.183191
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.092550000000000007 -0.025214999999999998 -0.17966999999999997 -0.029144999999999997 0.11177500000000001 0.053180000000000012 0.076175000000000007 -0.23194499999999998 0.048770000000000008 0.10124500000000002 -0.012034999999999999 0.14486500000000005 0.095830000000000012 -0.071339999999999987 0.091105000000000005 0.11389000000000002 -0.51253999999999988 -0.10217499999999997 -0.071139999999999995 -0.008904999999999998 -0.068329999999999988 -0.10386999999999998 -0.0064299999999999991 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 7 12 18 -6 -9 -11 17 22 -1 29 19 -2 26 -3 20 -10 27 -4 24 -24 -12 -8 -15 -5 -7
right_child=1 5 6 28 8 14 11 9 15 10 25 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011934056426539566 0.00056940271172161198 0.00038553833141173279 0.0012441905836264291 0.00030689720153188969 0.00094966840453723951 0.00012641949075552515 0.00097994828331149581 0.00082498844760610617 0.00081442794544211029 0.00070007775954240468 0.00044436096645758657 0.00077442501803823543 0.0012197577193671582 0.0010687938873089997 0.00032492333906568424 0.00050553429519463293 0.00088869574537718283 0.00069047920181111158 0.00019820195818709671 0.00045811860621267672 0.0005147533393099758 0.0006454797218145888 0.00054785802946699896 0.00099955701643677261 0.00093215921290796004 0.00021942830964119411 0.00089981517222476591 0.00087647509298037962 0.00051202708729471776 -9.8722433105257205e-05
leaf_weight=22 20 95 21 29 31 33 295 23 69 34 67 125 47 32 34 85 92 26 67 20 20 21 20 1215 61 27 299 122 45 24
leaf_count=22 20 95 21 29 31 33 295 23 69 34 67 125 47 32 34 85 92 26 67 20 20 21 20 1215 61 27 299 122 45 24
internal_value=0 0.000451388 0.000935451 0.000672523 0.000779631 0.000349578 0.00096663 0.000410159 0.000658058 0.000519696 0.000464839 0.000903201 0.00100127 0.000918484 0.000141208 0.000611461 0.000831679 0.000929164 0.00030806 0.000694064 0.000747085 0.000883923 0.000993477 0.000989414 0.00083727 0.000379753 0.000939612 0.000916437 0.000431638 3.16229e-05
internal_weight=0 590 2531 186 422 404 2109 313 225 151 128 745 1364 197 91 194 112 620 162 109 89 175 1317 1296 81 94 594 154 74 57
internal_count=3121 590 2531 186 422 404 2109 313 225 151 128 745 1364 197 91 194 112 620 162 109 89 175 1317 1296 81 94 594 154 74 57
is_linear=0
shrinkage=0.00196078


Tree=5320
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 3 3 2 1 14 0 1 4 150 12 4 2 2 132 3 1 2 0 0 43 0 43
split_gain=66.039 10.3959 6.49094 5.23915 4.15788 3.40232 2.66382 2.02697 2.01035 1.99262 1.47479 1.41772 1.08537 1.94269 1.53325 0.95013 0.85623 0.808647 0.756055 0.741632 1.10019 0.679837 0.647816 0.615669 0.585851 0.436542 0.388602 0.622216 0.368233 0.363288
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.10045500000000002 -0.022174999999999997 0.062655000000000016 0.30112000000000005 0.12745000000000004 0.14960000000000004 0.09253500000000002 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 1.0000000180025095e-35 0.087695000000000009 -0.52556499999999995 0.13404500000000005 -1.0000000180025095e-35 0.10365500000000001 -0.13927999999999999 0.076935000000000017 0.15950500000000004 -0.030209999999999997 -0.065229999999999996 -0.065269999999999981 -0.071719999999999992 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 28 12 9 19 16 -5 -1 14 -14 17 23 18 -15 20 -4 24 -20 25 -10 -7 -19 -28 -3 -6
right_child=1 2 8 11 29 10 -8 -9 21 -11 -12 -13 13 15 -16 -17 -18 26 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020771022492986659 0.0016090659476617067 0.0016435193234306861 0.00055528192765515194 0.0014690835952690039 0.00064766048026269505 0.0014954934872097579 0.00087817408755054538 0.0019546706879455538 0.00039217315833358203 0.0011200098905694597 0.0010027860358728274 0.00097226053916921944 0.0016060974288656588 0.0020733214726968972 0.0011817278071105772 0.0014754557041319098 0.0011466830227586265 0.0016282038682552851 0.0013479311325970817 0.00045442306553189211 0.0010190955535554346 0.00061317578777253458 0.0017058565793747864 0.0016598194902498998 4.6677199219736982e-06 0.0012708751609696938 0.0012028597049587762 0.0016401553452216426 0.0013755893633161534 0.00087205327804369735
leaf_weight=21 71 38 51 34 33 267 39 79 40 37 26 63 67 21 64 116 27 777 20 65 32 28 696 81 24 38 22 29 41 174
leaf_count=21 71 38 51 34 33 267 39 79 40 37 26 63 67 21 64 116 27 777 20 65 32 28 696 81 24 38 22 29 41 174
internal_value=0 0.000899453 0.000815761 0.00159298 0.00100373 0.00161141 0.00129747 0.00164715 0.000595221 0.000713018 0.00145574 0.0011464 0.00163389 0.00162876 0.00139877 0.00164668 0.00148425 0.00165937 0.00170661 0.00061127 0.000734102 0.000358346 0.00169586 0.00150786 0.000246859 0.00146751 0.00161732 0.00145152 0.00150447 0.000836281
internal_weight=0 673 602 2448 325 2351 118 1912 277 185 439 97 1833 1812 131 1681 413 1565 737 148 83 92 716 386 64 305 828 51 79 207
internal_count=3121 673 602 2448 325 2351 118 1912 277 185 439 97 1833 1812 131 1681 413 1565 737 148 83 92 716 386 64 305 828 51 79 207
is_linear=0
shrinkage=0.00196078


Tree=5321
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 16 14 0 1 2 49 4 15 47 0 4 3 4 1 4 1 1 0 52 3
split_gain=49.1461 8.09324 4.22485 3.70321 2.78749 2.40831 1.71063 1.40465 1.33846 1.29241 0.957458 0.945836 1.54619 1.35215 0.940848 0.782767 0.675031 0.542489 0.58351 0.4632 0.593254 0.532127 0.453312 0.447171 0.444391 0.572871 0.436473 0.550368 0.401258 0.375262
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.14122000000000004 -0.061854999999999993 -1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.31358000000000003 -0.054984999999999992 0.0067750000000000006 0.024640000000000006 0.10648500000000001 -0.080689999999999984 -0.55119499999999988 -0.12711499999999995 0.42642000000000008 0.13075500000000004 -0.013125 0.095025000000000012 0.086560000000000012 -0.010949999999999998 0.12418000000000001 0.31370500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 17 6 11 14 -4 24 -9 -1 13 -13 28 -2 19 18 22 -14 -21 -22 -3 -5 26 -26 27 -7 29 -6
right_child=1 4 8 23 7 9 -8 10 -10 -11 -12 12 16 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018968703933790617 0.00099905670979638498 0.00074559542855129411 0.0013439126561944736 0.00090136196002081549 0.00056573782305272262 0.0014278851817419501 0.0017731391723864588 0.00062957068836247475 0.00085841142424277189 0.00099392265102784638 0.001091383253576375 0.0014634931888437108 0.0015183907321249172 0.0010588391259422198 0.00012559156417481454 0.001385181029789496 0.0013287255415012017 0.0011841984008318011 0.00115979917493521 0.0017621481615166825 0.0011999762938970943 0.0014505689952919998 0.0010437671740362846 0.00058542142669347659 0.0013325912455966387 0.0010108981269344786 0.0015585314592017846 0.0011276762567314447 0.00075444298736354555 0.00036135294632835802
leaf_weight=20 24 107 34 61 107 108 76 45 61 41 28 63 1028 64 24 127 101 21 20 22 35 471 24 24 188 24 64 30 28 51
leaf_count=20 24 107 34 61 107 108 76 45 61 41 28 63 1028 64 24 127 101 21 20 22 35 471 24 24 188 24 64 30 28 51
internal_value=0 0.000844881 0.0014375 0.00113953 0.000692053 0.001454 0.00148498 0.000572406 0.00103217 0.00132599 0.000806704 0.00147284 0.00146808 0.00125957 0.00049096 0.00132381 0.00148406 0.000888914 0.000847848 0.00149415 0.00144694 0.00143324 0.000800222 0.000812155 0.00135888 0.00129617 0.00142469 0.00136262 0.000538104 0.000499765
internal_weight=0 691 2430 236 455 2335 1880 283 95 455 73 1804 1784 127 210 151 1657 172 151 1556 528 506 131 85 414 212 202 138 186 158
internal_count=3121 691 2430 236 455 2335 1880 283 95 455 73 1804 1784 127 210 151 1657 172 151 1556 528 506 131 85 414 212 202 138 186 158
is_linear=0
shrinkage=0.00196078


Tree=5322
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 1 2 4 2 150 12 4 15 3 47 15 0 16 42 43 0 160 3
split_gain=35.4561 5.44512 3.42322 2.98389 2.03995 1.70234 1.152 0.935421 0.915768 0.911166 0.823494 0.712699 0.61353 0.779404 0.51404 0.485847 0.465713 0.341475 0.435824 0.304274 0.299612 0.298647 0.24453 0.450077 0.43908 0.243192 0.451617 0.23844 0.228789 0.246941
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.14285500000000004 0.089770000000000016 0.090425000000000019 0.26450500000000005 -0.0091949999999999983 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.079055000000000014 -0.13927999999999999 0.090100000000000013 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 -0.069529999999999995 -0.084154999999999994 -0.081304999999999975 -0.067824999999999983 -0.022174999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 11 -5 -6 16 14 17 15 -4 -14 20 18 -1 25 -7 -3 -20 24 -24 27 -27 -19 -16 -30
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 -13 13 -15 28 -17 -18 19 22 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013843562005280781 0.001035077837120621 0.00047207072804181217 0.00055846235717896351 0.00096377455199732429 0.00095927179460530781 0.0011186504294738824 0.0013184418038717858 0.0006142448348309006 0.0005644750259318085 0.00056075824073095824 0.00068510438283056463 0.00013922056997411439 0.00074722089718166614 0.0006457646535383974 0.00045976931513473711 0.0010441788658390695 0.000740015479565592 0.0011830443436024237 0.0012710392079271901 0.0010841285543726864 0.00097057014708846763 0.000676825279187338 0.0011115289439319396 0.0011047578581962676 0.00079979517999786585 0.00064169385415666243 0.00097688049370167293 0.00091062755533515797 0.00039639076791130577 0.00016515627728399483
leaf_weight=21 74 190 36 34 71 62 76 34 63 32 41 99 23 23 23 268 30 30 31 188 344 32 32 1035 38 20 68 21 26 56
leaf_count=21 74 190 36 34 71 62 76 34 63 32 41 99 23 23 23 268 30 30 31 188 344 32 32 1035 38 20 68 21 26 56
internal_value=0 0.000533286 0.000471295 0.00104146 0.000607398 0.00105536 0.00108198 0.000309859 0.000704436 0.000835462 0.00095078 0.000266738 0.00107199 0.000993244 0.000356271 0.00102071 0.000975764 0.00108865 0.00110446 0.0010327 0.000993183 0.000501585 0.00109928 0.00109447 0.000942302 0.000963139 0.000900702 0.00107087 0.000286949 0.000238475
internal_weight=0 673 599 2448 325 2351 1874 274 97 103 477 240 1798 314 141 291 436 1484 1157 327 406 222 1136 1105 70 139 88 51 105 82
internal_count=3121 673 599 2448 325 2351 1874 274 97 103 477 240 1798 314 141 291 436 1484 1157 327 406 222 1136 1105 70 139 88 51 105 82
is_linear=0
shrinkage=0.00196078


Tree=5323
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 14 10 123 2 2 15 42 1 2 484 160 40 4 16 42 156 0 15 1446 51 16 133 3
split_gain=1.9433 0.394444 0.204524 0.190689 0.162965 0.159843 0.151385 0.134825 0.119071 0.115724 0.109672 0.106517 0.125146 0.108852 0.0914822 0.210926 0.120113 0.11098 0.0986272 0.0869856 0.0946496 0.093714 0.0978084 0.0907758 0.0933745 0.0867853 0.0759074 0.0878898 0.0737 0.0665277
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.095545000000000005 0.098655000000000007 0.062655000000000016 -0.062879999999999978 0.084025000000000016 0.14960000000000004 0.13712500000000002 0.013270000000000002 -1.0000000180025095e-35 0.080270000000000022 0.089775000000000008 0.062030000000000009 -0.085579999999999976 -0.081174999999999983 -0.011209999999999999 -0.080509999999999984 -0.085874999999999993 -0.0011799999999999998 -0.06563999999999999 -0.040804999999999994 0.095780000000000018 0.11144500000000002 -0.079109999999999986 0.091250000000000012 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 11 5 7 -2 14 -4 10 19 12 13 -3 26 16 18 -18 -16 20 -7 -22 -23 24 -21 -20 -1 -28 -15 -24
right_child=1 2 8 -5 -6 9 -8 -9 -10 -11 -12 -13 -14 28 15 -17 17 -19 25 23 21 22 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.015502745717428105 0.014057640441512663 0.013598555236911544 -0.0038913894799493609 0.017412986576091499 0.0058912946546280931 0.020809700477868318 0.0090390902434992655 0.019195390860172544 0.0046035490957294393 0.0071851320444576211 0.0071107868266363566 0.0039119347288850441 0.013934275477795917 0.0073885363508128261 0.0078508358076214788 0.0060210864426511711 0.014044202728704972 0.0037517238873988391 0.014713831504011688 0.012405666958968808 0.019553303039602697 0.020065543817525563 0.0097818907185380048 0.0081523867113338349 0.01851308250735546 0.021152887527238241 0.015347490224909659 0.006371651184745134 0.0015270668431185187 0.013997733268770391
leaf_weight=1108 134 26 21 20 22 25 109 74 77 31 26 71 34 202 20 33 22 20 431 183 31 22 48 42 29 22 24 20 24 170
leaf_count=1108 134 26 21 20 22 25 109 74 77 31 26 71 34 202 20 33 22 20 431 183 31 22 48 42 29 22 24 20 24 170
internal_value=0 0.00852954 0.0068531 0.00791106 0.0144585 0.0145376 0.0118065 0.0150169 0.00278321 0.0131369 0.0134573 0.00737874 0.00823938 0.00747102 0.014835 0.0137714 0.0142681 0.00914302 0.0147231 0.0137573 0.0149222 0.0143791 0.0137108 0.0123997 0.0132411 0.0150265 0.015341 0.0112676 0.00676608 0.0130695
internal_weight=0 718 475 377 2403 2381 243 1774 98 607 576 357 286 252 1700 548 515 42 473 550 296 271 240 254 212 453 1152 44 226 218
internal_count=3121 718 475 377 2403 2381 243 1774 98 607 576 357 286 252 1700 548 515 42 473 550 296 271 240 254 212 453 1152 44 226 218
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 4 2 9 2 0 4 130 14 4 2 3 3 15 12 1 15 12 16 42 132 1 10 124 4 52
split_gain=1.57666 0.354605 0.228778 0.135933 0.140951 0.132499 0.132834 0.132191 0.206865 0.129563 0.116188 0.104391 0.086776 0.165308 0.0856641 0.0965064 0.126575 0.0947238 0.103339 0.0876752 0.0850872 0.0836457 0.080349 0.0920091 0.0797149 0.0980956 0.0775417 0.0770251 0.0731217 0.0716165
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.14753000000000002 0.40124500000000002 0.092120000000000021 -1.0000000180025095e-35 0.10276500000000001 0.024095000000000002 -0.050494999999999991 -0.076894999999999977 -0.22253999999999999 0.51164000000000009 0.14960000000000004 -0.14186499999999996 -0.10217499999999997 0.040760000000000005 0.089410000000000003 0.089770000000000016 -0.089964999999999976 0.090285000000000018 -0.008904999999999998 0.09112000000000002 0.10365500000000001 0.14754500000000001 -0.0026549999999999994 -1.0000000180025095e-35 -0.011559999999999999 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 7 6 -1 26 9 29 -10 -12 13 -13 15 17 -17 18 -8 21 -6 27 23 -14 25 -4 -5 -18 -21 -9
right_child=1 2 24 4 20 -7 14 8 10 -11 11 12 22 -15 -16 16 19 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013630888420403798 0.01359466131446728 0.014971833344548942 0.0031814502802621006 0.0062013639303834436 0.0055925468858774932 0.0053021650846031589 0.0097887089490541271 0.0094219924553352249 0.014114445901941509 0.0047059391536528154 -4.5560636436161792e-05 0.015235414061575168 0.0085411096837414418 0.0039011646543671802 0.0063997079152613885 0.0058209953095876808 0.010090474016033114 0.021526208892464638 0.018469208269380033 0.012002527990511486 -0.0022033837901073556 0.011826805988499965 0.00076447404974784995 0.0020370327530364538 0.0073850451727750996 -0.0048129713768139482 -0.0013082289323210717 0.015563145152716153 0.005491130351198509 0.01491098752852435
leaf_weight=1574 90 25 66 44 42 22 32 34 21 21 23 31 87 22 26 33 32 20 24 35 21 428 26 29 29 20 20 131 34 79
leaf_count=1574 90 25 66 44 42 22 32 34 21 21 23 31 87 22 26 33 32 20 24 35 21 428 26 29 29 20 20 131 34 79
internal_value=0 0.00771734 0.00689084 0.00777572 0.00741592 0.013027 0.0130987 0.00805341 0.00877385 0.011919 0.00701048 0.00632616 0.00707769 0.0105306 0.0120451 0.0122359 0.011865 0.0156187 0.0135089 0.0121672 0.0029939 0.012561 0.00578892 0.00691509 0.00285115 0.00132228 0.00385462 0.0144888 0.00879401 0.0132594
internal_weight=0 730 640 525 500 2391 2369 437 373 134 239 218 195 53 795 769 693 76 56 660 63 591 142 116 115 86 64 163 69 113
internal_count=3121 730 640 525 500 2391 2369 437 373 134 239 218 195 53 795 769 693 76 56 660 63 591 142 116 115 86 64 163 69 113
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 0 44 10 14 0 157 4 150 4 13 4 0 160 4 4 52 50 1213 16 42 42 14 4 16
split_gain=1.2797 0.304397 0.195891 0.15507 0.128355 0.22201 0.116392 0.111331 0.103949 0.102312 0.168083 0.216256 0.161675 0.223214 0.120063 0.0943388 0.0885039 0.0872403 0.117051 0.101179 0.172391 0.160787 0.0944785 0.093958 0.092357 0.0860585 0.0999291 0.0971847 0.129088 0.182412
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 0.18019500000000002 0.081805000000000017 0.069930000000000006 0.062655000000000016 -0.10836499999999999 -0.025309999999999996 0.0033150000000000007 0.091105000000000005 0.022185000000000003 -0.47860499999999995 0.19806500000000002 -0.085669999999999982 -0.55045999999999984 -0.49013999999999996 -0.111605 -0.081934999999999994 0.10861000000000003 0.104315 0.013515000000000001 -0.019989999999999997 0.10755000000000002 -0.22253999999999999 -0.031404999999999995 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -5 7 9 -7 10 11 -1 -13 16 17 -4 -14 22 -19 -20 21 -21 23 24 -12 -6 27 -27 -29 -30
right_child=1 2 15 4 25 8 -8 -9 -10 -11 14 12 13 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0010546883381903174 0.012167125192069103 0.014240578729991935 0.0044188088962230192 0.003696937492179077 0.00052858226735031971 0.01198359750046888 0.0053595741711823007 0.019093847966619903 0.005640507478154067 0.015103789074660352 0.014464043410424614 0.0051299901623326379 0.018761715211439878 0.0046969710353521573 0.0097045355669582601 -0.0022784157218693787 0.012124916683468554 0.0043026844571743697 0.015098190233534712 -0.00036146498539231043 0.011886804283247357 0.010108862110196655 0.010142616950906813 0.008410614728927613 0.0085359310714661005 0.010917250465394723 0.0017270028261312594 0.011976556300089279 0.0061940465791116943 -0.002474470679038044
leaf_weight=20 102 28 58 67 33 119 28 21 33 89 428 49 32 31 220 33 54 21 88 22 1056 44 86 31 28 45 48 29 149 29
leaf_count=20 102 28 58 67 33 119 28 21 33 89 428 49 32 31 220 33 54 21 88 22 1056 44 86 31 28 45 48 29 149 29
internal_value=0 0.00707743 0.00630374 0.00698053 0.00661226 0.0084926 0.0117684 0.0118457 0.0106065 0.0117795 0.0116457 0.00876883 0.00995239 0.011972 0.01191 0.00199015 0.0145944 0.012179 0.0117045 0.011833 0.0115769 0.00661875 0.0131983 0.0137379 0.0141 0.00537564 0.00590882 0.00670536 0.00578973 0.00478176
internal_weight=0 773 671 580 552 219 2348 2320 152 2299 2210 186 166 117 2024 91 86 1804 1231 1210 1122 66 573 487 456 333 300 252 207 178
internal_count=3121 773 671 580 552 219 2348 2320 152 2299 2210 186 166 117 2024 91 86 1804 1231 1210 1122 66 573 487 456 333 300 252 207 178
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 2 4 2 14 4 1 2 0 49 1 4 1 1 2 0 160 40 12 4 4 12 43 2 49 1
split_gain=34.116 4.25886 3.89732 2.49124 2.3637 1.54608 1.2636 1.39693 1.00761 1.00444 0.975203 0.974519 0.460465 0.696481 0.4505 0.439149 0.429746 0.404753 0.471638 0.365298 0.37696 0.355554 0.317568 0.299781 0.29546 0.311832 0.291943 0.656708 0.291136 0.259193
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.09580000000000001 0.40945500000000007 0.14285500000000004 0.076175000000000007 0.40124500000000002 0.09253500000000002 0.14122000000000004 -0.10836499999999999 0.082865000000000008 0.16175000000000003 -0.013514999999999998 0.093100000000000002 0.083135000000000014 0.087995000000000004 -0.076579999999999995 -0.079874999999999988 -0.065969999999999987 0.090285000000000018 -0.041644999999999995 -0.46376499999999993 0.089005000000000015 -0.04890499999999999 0.11177500000000001 -0.054319999999999993 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 26 8 7 21 12 23 -4 15 13 17 -8 29 22 -1 -19 -14 -21 -3 -17 -6 -22 -26 -2 -28 -12 -7
right_child=1 6 10 -5 9 11 14 -9 -10 -11 28 -13 19 -15 -16 16 -18 18 -20 20 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0010895733058721097 0.00048612154085262148 0.00046425371531251015 0.00099671458530872455 0.00063883461150460446 0.001251683945164961 0.0010460905359475474 0.0003177947833643939 0.00027171100277182352 0.0013643937246973108 0.00062012848563295828 0.0007139662211286086 0.00072724580010270052 0.0011461427635083841 0.0012710733331885993 3.1889880989112105e-05 0.0011206010642279942 0.00075095054192640697 0.00098900869557195722 0.00063712173205791563 0.0008748954601314555 0.0012563523432657867 0.00076551616887287461 0.0009606447748328541 0.0009790452845599984 0.00083080753282296894 0.0010916624261657587 0.00094736116189582669 0.00056534590962954104 0.00047264670253305377 0.0011632541312941271
leaf_weight=37 75 20 34 45 20 194 139 49 70 29 40 41 1333 30 25 68 28 32 27 35 36 61 160 69 20 148 22 81 37 116
leaf_count=37 75 20 34 45 20 194 139 49 70 29 40 41 1333 30 25 68 28 32 27 35 36 61 160 69 20 148 22 81 37 116
internal_value=0 0.000555816 0.0010794 0.00109588 0.000721843 0.00110454 0.00038866 0.000533042 0.00113385 0.000937047 0.000720134 0.00101915 0.00112434 0.00101029 0.000274212 0.0010403 0.000980198 0.0009288 0.000827976 0.00113349 0.0010629 0.00069113 0.00100835 0.00104031 0.00109515 0.00106061 0.00057918 0.000646941 0.000598007 0.00108993
internal_weight=0 590 2531 2420 296 2375 294 130 1768 118 111 607 1698 126 164 566 256 96 59 1572 239 81 228 89 204 168 178 103 77 310
internal_count=3121 590 2531 2420 296 2375 294 130 1768 118 111 607 1698 126 164 566 256 96 59 1572 239 81 228 89 204 168 178 103 77 310
is_linear=0
shrinkage=0.00196078


Tree=5327
num_leaves=31
num_cat=0
split_feature=1 1 457 2 43 9 40 44 14 0 157 4 49 4 49 49 1 0 12 52 48 4 0 1213 394 393 52 13 133 13
split_gain=1.21083 0.289131 0.24355 0.153605 0.131325 0.112328 0.111676 0.0972996 0.0921943 0.158307 0.174061 0.152137 0.216204 0.0927639 0.0879619 0.086777 0.0795258 0.0781549 0.0844232 0.0769507 0.0749426 0.104448 0.0930014 0.102324 0.0873057 0.0887249 0.082362 0.0772836 0.150109 0.0852207
threshold=0.10124500000000002 0.12337000000000002 0.079590000000000008 0.10672500000000001 -0.070064999999999975 -0.085744999999999988 0.051255000000000002 0.081805000000000017 0.062655000000000016 -0.10836499999999999 -0.025309999999999996 0.0033150000000000007 -0.023059999999999997 0.022185000000000003 0.093350000000000002 -0.0069299999999999995 0.16773500000000005 -0.23091999999999999 -0.089199999999999988 0.048770000000000008 0.093265000000000015 -0.52556499999999995 -0.084044999999999995 0.104315 -0.083559999999999982 0.087465000000000015 0.13140000000000004 -0.088854999999999976 -0.062749999999999986 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 7 8 9 10 -1 -12 19 20 -14 -7 -3 -4 -19 -13 21 -11 23 -23 -24 27 -22 28 -26 -29
right_child=1 16 17 4 -6 15 -8 -9 -10 13 11 12 14 -15 -16 -17 -18 18 -20 -21 26 22 24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00037489473819732669 0.0041020330176252178 0.0048187894944266528 0.0083207049642667359 0.0031634520739316943 0.0089133155616032862 0.016639169929266878 0.0039306433405727152 0.018211239576339723 0.014529317591713449 0.017864785966431273 0.0047810970514547083 0.0022573448407153291 0.018248810923021091 0.0095307012203924152 0.011070883220001576 0.01098186732798288 -0.0013058284783492918 0.0061346328506867095 -0.0019296034896636709 0.01044516169296747 0.010723876167850739 0.013056601964320522 0.0062255143571425886 0.0077739689451379662 0.014532638660499029 0.016117350926230612 0.0046491388564131094 0.015995549878630885 0.0040459985047793731 0.01121256158342002
leaf_weight=20 20 271 21 55 143 33 20 21 89 29 48 24 38 214 31 152 23 21 34 22 110 613 34 39 21 38 28 39 39 831
leaf_count=20 20 271 21 55 143 33 20 21 89 29 48 24 38 214 31 152 23 21 34 22 110 613 34 39 21 38 28 39 39 831
internal_value=0 0.00680826 0.00832344 0.00930266 0.00731613 0.0112214 0.0113712 0.0114352 0.0113735 0.0112469 0.0084296 0.00950991 0.0114837 0.0115002 0.0150239 0.011991 0.00433965 0.00313099 0.00114947 0.00617326 0.0117316 0.0119153 0.011811 0.0127406 0.0112062 0.0113811 0.00949132 0.0111876 0.00771632 0.011427
internal_weight=0 773 479 403 198 205 2348 2328 2307 2218 183 163 115 2035 69 185 294 76 55 46 1821 1683 1654 652 1002 968 138 930 60 870
internal_count=3121 773 479 403 198 205 2348 2328 2307 2218 183 163 115 2035 69 185 294 76 55 46 1821 1683 1654 652 1002 968 138 930 60 870
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 15 11 4 2 4 1 13 49 15 4 3 4 1 1 1 0 40 43 1213 47 4 49 16
split_gain=25.2456 4.13455 2.23777 1.66379 1.60297 1.36444 1.13409 0.910434 0.801289 0.80017 0.874768 0.66203 0.661084 0.505144 0.39099 0.385041 0.556615 0.599766 0.448839 0.353348 0.336413 0.2968 0.273409 0.257324 0.25654 0.249179 0.237163 0.232695 0.229406 0.277772
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.024640000000000006 1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.27834500000000006 0.09253500000000002 -0.077799999999999994 -0.054984999999999992 -0.11713499999999999 -0.27825499999999997 0.090900000000000009 -0.086254999999999984 0.079415000000000013 0.16175000000000003 0.11654500000000001 -0.065229999999999996 -0.077714999999999992 0.0051600000000000005 -1.0000000180025095e-35 0.090280000000000013 0.42642000000000008 -0.054984999999999992 -0.007794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 23 11 24 -8 -11 13 -4 22 -2 -15 19 18 -18 -17 -6 27 25 -3 -9 -1 -16 28 -12 -30
right_child=1 4 12 -5 20 -7 9 8 -10 10 21 -13 -14 15 26 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00088327037708838571 0.00071962289725205093 0.00049640955621027723 0.00096386038137528929 0.00060618756154193318 0.0003530491534103122 0.00072459670078934603 0.0010184368871006312 0.0011033080782488203 0.001310716768555332 0.00092124022226902397 0.00071203854051015781 0.00068427343701747852 0.00062265513106768671 0.0011048250509304899 0.001076584807186223 0.00092858680005098294 0.0006713979479436781 0.00067006965940879062 0.00097284699383381763 0.0011695629459580565 7.7437809959791386e-05 0.00046681485516864637 0.0009011071175336838 0.0002943302760740706 0.0010299589919837587 0.0010921239887852837 0.00090711390048293277 0.0008050274057396805 0.00059982570960666185 0.00032113470064074382
leaf_weight=23 24 47 34 85 90 48 20 787 65 30 34 22 61 95 64 34 20 30 376 75 21 77 34 50 239 487 63 22 44 20
leaf_count=23 24 47 34 85 90 48 20 787 65 30 34 22 61 95 64 34 20 30 376 75 21 77 34 50 239 487 63 22 44 20
internal_value=0 0.000615022 0.00103977 0.000825621 0.000505789 0.00105177 0.000571899 0.00105864 0.0010996 0.000642452 0.000609326 0.00102127 0.000744771 0.00102759 0.000949143 0.000989791 0.000969364 0.000937372 0.000957622 0.0010944 0.000300906 0.000561826 0.00107136 0.000392245 0.00108622 0.00108271 0.000992517 0.000622791 0.000581881 0.000512735
internal_weight=0 691 2430 236 455 2335 344 2287 1091 247 227 1196 95 1174 151 630 535 426 396 109 111 197 544 97 1026 510 127 120 98 64
internal_count=3121 691 2430 236 455 2335 344 2287 1091 247 227 1196 95 1174 151 630 535 426 396 109 111 197 544 97 1026 510 127 120 98 64
is_linear=0
shrinkage=0.00196078


Tree=5329
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 48 0 3 484 147 3 0 2 45 3 49 15 151 1 4 48 0 15 402 402 1443 4 1446 42 129 401
split_gain=1.12118 0.28431 0.180747 0.130146 0.129585 0.108637 0.106971 0.14476 0.144267 0.12764 0.0908106 0.0999906 0.0830632 0.0851846 0.138948 0.0748605 0.0746414 0.0715669 0.0700607 0.105379 0.0682089 0.0675137 0.065945 0.0797933 0.0705712 0.106294 0.0907003 0.06772 0.103112 0.0995004
threshold=0.10124500000000002 -0.40967499999999996 0.30112000000000005 -0.049894999999999995 0.15372000000000002 0.22582000000000002 0.076840000000000006 -0.077774999999999983 1.0000000180025095e-35 -0.0087149999999999988 -0.068944999999999992 0.10222000000000002 0.081955000000000014 -0.07359499999999998 0.14705000000000004 -0.091184999999999988 0.050660000000000004 0.10638500000000002 0.42051500000000003 0.085130000000000025 -0.036484999999999997 -0.43375999999999998 0.090075000000000002 0.10052500000000002 0.090755000000000016 -0.50262499999999988 0.11018500000000002 -0.14609499999999997 0.085885000000000017 0.080710000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 12 7 -5 -8 10 11 17 13 22 16 20 -15 -9 19 -13 -12 -22 24 -24 25 -1 27 -27 29 -29
right_child=1 2 -4 4 -6 -7 8 9 -10 -11 15 18 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.018422091919928791 0.011502995355940406 0.013269267421648174 0.0024395547622968776 0.012511523563880474 -0.0016227710759267211 0.0036362595343962315 0.012199218060174931 0.0069685678137466319 0.0043502308640098715 0.0018925367160238023 -0.0012497740259779424 -0.0017419145815074444 0.017153459855101326 0.010460340746783592 0.0019271482189651579 0.0071561825970785503 0.0045131665432233022 0.014594056460191497 0.010698824684897607 0.0074571304298429331 0.0079420491106187308 0.00090571237169206138 0.017025355766527358 0.012034921502254858 0.0052008678484708071 0.013837684228238237 0.017457304581661115 0.010849156086906276 0.007573395627320509 0.014750545502275877
leaf_weight=20 102 28 127 30 20 20 67 20 36 85 29 20 22 518 21 67 22 32 22 33 30 25 40 161 20 79 22 1243 91 69
leaf_count=20 102 28 127 30 20 20 67 20 36 85 29 20 22 518 21 67 22 32 22 33 30 25 40 161 20 79 22 1243 91 69
internal_value=0 0.0065841 0.00583637 0.00662937 0.00626907 0.0109749 0.00658729 0.00583547 0.00945588 0.00528373 0.0063206 0.00829136 0.011038 0.0109796 0.00990769 0.00466308 0.010218 0.0116612 0.00595495 0.00398579 0.00267453 0.00474371 0.0113242 0.013028 0.0111024 0.0111799 0.0110836 0.010989 0.0108286 0.0110543
internal_weight=0 773 671 544 516 2348 496 393 103 363 278 127 2328 2306 561 151 540 52 75 53 84 55 1745 201 1544 1524 1504 1482 1403 1312
internal_count=3121 773 671 544 516 2348 496 393 103 363 278 127 2328 2306 561 151 540 52 75 53 84 55 1745 201 1544 1524 1504 1482 1403 1312
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=31
num_cat=0
split_feature=1 1 52 3 15 52 48 132 2 39 14 16 160 16 48 4 147 2 15 4 48 15 11 13 3 4 4 16 16 4
split_gain=0.920681 0.227158 0.134923 0.122829 0.102063 0.102252 0.0969004 0.0958991 0.0930705 0.0875992 0.083873 0.0828463 0.0814699 0.121691 0.0776972 0.0740108 0.0732508 0.0730176 0.0722545 0.113509 0.0670826 0.066671 0.124664 0.0978916 0.0759708 0.0787126 0.111192 0.16964 0.103732 0.081945
threshold=0.11690500000000002 0.094385000000000011 -0.089199999999999988 0.30112000000000005 0.035560000000000008 -0.080114999999999978 0.086035000000000014 0.10365500000000001 0.13501500000000002 0.088025000000000006 0.062655000000000016 0.13751500000000003 -0.078059999999999977 -0.046599999999999996 0.091220000000000009 -0.033174999999999989 0.089365000000000014 0.14122000000000004 -0.41396999999999995 0.27834500000000006 0.096030000000000018 -0.17952999999999997 0.081790000000000015 -0.013304999999999999 0.10299500000000002 -0.49013999999999996 -0.14098499999999997 0.062650000000000025 0.19444000000000003 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 14 9 5 6 -4 18 10 15 16 -10 -7 20 -3 -2 21 -17 -5 -20 -14 23 24 -1 25 28 27 -27 -23 -28
right_child=3 2 4 7 -6 12 -8 -9 11 -11 -12 -13 13 -15 -16 17 -18 -19 19 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.018852824806457474 0.011377358040021312 0.0092647457902389416 -0.0034198708876612641 0.0042280818102881316 0.0099092580130488821 0.0099528842542509922 0.0054369441450883953 0.0063217710104904005 0.0019881813209158957 0.0035033194064233229 0.013201743793546312 0.010362809416117325 0.0082964447573423052 0.00079357805021572868 0.01563675105571747 0.0070665345947239916 0.0052307662460862048 0.00082911959970774864 0.0011610029760988491 -0.0085018135700374847 0.0037192474031406972 0.018413528671058325 0.0021011424297466877 0.010216619026448047 0.0047694399840784848 0.011428865857888014 0.011965925709729342 -0.0014397472852752322 0.010412251381853293 0.0098598533186855589
leaf_weight=21 31 147 21 22 79 59 30 28 27 132 84 21 111 40 22 102 32 23 31 20 45 26 20 35 27 20 209 21 43 1592
leaf_count=21 31 147 21 22 79 59 30 28 27 132 84 21 111 40 22 102 32 23 31 20 45 26 20 35 27 20 209 21 43 1592
internal_value=0 0.00954677 0.00773878 0.00434698 0.00670482 0.00587754 0.00179002 0.00134636 0.0100067 0.00539928 0.0101048 0.00565208 0.00669504 0.00571436 0.0100942 0.00700355 0.00997764 0.00591885 -0.000562019 -0.00262834 0.0069761 0.0100531 0.00995576 0.0134552 0.0100368 0.0101112 0.00998703 0.00483762 0.0134272 0.0101043
internal_weight=0 2732 554 389 385 306 51 101 2178 288 2130 48 255 196 169 156 2046 125 73 51 156 2014 1958 56 1938 1911 1842 41 69 1801
internal_count=3121 2732 554 389 385 306 51 101 2178 288 2130 48 255 196 169 156 2046 125 73 51 156 2014 1958 56 1938 1911 1842 41 69 1801
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 1 2 2 4 1 2 1 475 2 12 150 159 2 4 160 3 131 15 4 3 47 49
split_gain=24.8643 4.20923 2.70807 2.0382 1.28945 1.03054 0.886285 0.827986 0.753271 0.726583 0.517139 0.43118 0.392674 0.636381 0.31277 0.288314 0.277281 0.270033 0.239216 0.397336 0.268845 0.236069 0.208343 0.20019 0.198674 0.24496 0.233845 0.176332 0.169678 0.1669
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.062655000000000016 0.23246000000000003 0.09253500000000002 0.14960000000000004 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.090425000000000019 0.14089500000000002 -0.082014999999999991 -0.0091949999999999983 0.087695000000000009 0.083555000000000004 0.076905000000000015 0.11474000000000002 -0.50940999999999981 -0.067824999999999983 0.090900000000000009 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.0069549999999999994 0.10350500000000001 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 10 12 28 -5 15 11 -3 17 16 -7 -6 -14 21 19 20 27 -1 -13 -23 25 -12 -27 -2 -4 -10
right_child=1 5 7 8 9 14 -8 -9 29 -11 24 22 13 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010785429882169888 0.00048267055201986812 0.00040490357277467271 0.00087286499602829705 0.00077203665929819615 0.00091417833613984499 0.00062104206148077808 0.0010615311885950366 0.0005203902235115319 0.00049921532173349923 0.0004202691048698368 0.00015232392144090345 0.00033503575491673694 0.0005901181650801061 0.00046805601236739932 0.0002975268216401923 0.00074149061057211796 0.0008241530145324474 0.00082961215868111293 0.0003148623235203236 0.00031374666043518094 0.00040070726694798692 0.00088355509207556891 0.00012298413280451204 0.00072752952540267881 0.00022938488690438225 6.6763438000157164e-05 -0.00020719231811224244 0.00071859431174093192 0.00071358711257869117 0.00029272388683100414
leaf_weight=23 21 43 72 34 41 27 76 54 34 26 29 23 21 23 20 398 266 674 92 56 38 754 79 33 20 23 25 29 40 27
leaf_count=23 21 43 72 34 41 27 76 54 34 26 29 23 21 23 20 398 266 674 92 56 38 754 79 33 20 23 25 29 40 27
internal_value=0 0.00039818 0.000527936 0.000819704 0.000831158 0.000217688 0.000854135 0.000719824 0.00053817 0.000738756 0.000166088 0.000240224 0.000845349 0.000781879 0.000483376 0.000757619 0.000807029 0.000858608 0.000392963 0.000442861 0.000525025 0.000882735 0.0001708 0.000877013 5.52664e-05 1.00408e-05 -7.59219e-05 0.000619506 0.00081598 0.000407817
internal_weight=0 691 402 2430 2335 289 1870 166 95 465 242 145 1794 310 47 439 287 1484 236 144 88 810 102 787 97 77 48 50 112 61
internal_count=3121 691 402 2430 2335 289 1870 166 95 465 242 145 1794 310 47 439 287 1484 236 144 88 810 102 787 97 77 48 50 112 61
is_linear=0
shrinkage=0.00196078


Tree=5332
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 124 2 2 1 1429 49 50 50 51 52 15 47 52 475 1 0 16 133 156 51
split_gain=28.9037 4.80857 3.06331 2.45928 1.54599 1.32629 1.02883 0.879486 0.830726 0.965369 0.740188 0.71661 0.563938 0.470329 0.606372 0.345114 0.286961 0.26608 0.52896 0.254652 0.253298 0.237207 0.235512 0.25761 0.352975 0.247652 0.234631 0.228874 0.227385 0.228631
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.14285500000000004 0.40945500000000007 -0.080389999999999989 0.092235000000000025 0.11474000000000002 0.080270000000000022 0.084690000000000015 -0.08130999999999998 0.086295000000000011 0.083090000000000011 0.0053700000000000006 -0.56176499999999996 0.090455000000000021 0.090100000000000013 0.039215000000000007 -0.08230999999999998 0.093100000000000002 0.062580000000000011 0.11346000000000002 0.084990000000000024 0.090500000000000011 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 7 11 9 -4 15 13 -6 28 17 -5 -10 18 -15 -13 -8 -3 23 -21 25 -25 -7 -17 29 -1
right_child=1 2 8 10 12 26 20 -9 16 -11 -12 19 -14 14 -16 27 -18 -19 -20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011810854202902647 0.0011158259341375993 0.00060285741751629068 0.00071232125281499607 0.00086058419742825155 0.00099379989092876942 0.00066891960563702818 0.001432871491549957 0.00072615771934575999 0.00026076254977647835 0.00040617496372678477 0.0010634846338370934 0.0012256734779920917 0.00066189909379137048 0.0010997647429784314 0.00077780901475970547 0.0004288336915163155 0.00051057718805437525 0.0011549859593029004 0.00082922680349107464 0.0011904986374372361 0.0012159834297548607 0.00078474290431568435 0.0010980870738823518 0.0010399967022860768 0.00075376835953005973 0.00082791915126875337 0.0009440543312652438 0.00072191962424446548 0.0010245935702879055 0.0010071163395651026
leaf_weight=911 76 199 66 26 81 26 47 22 90 99 28 37 26 211 22 21 22 253 32 32 37 32 304 266 20 23 22 20 40 30
leaf_count=911 76 199 66 26 81 26 47 22 90 99 28 37 26 211 22 21 22 253 32 32 37 32 304 266 20 23 22 20 40 30
internal_value=0 0.00065053 0.00059303 0.00110501 0.000718306 0.00111759 0.00112436 0.00111624 0.000440166 0.000528633 0.000795754 0.00112017 0.000913151 0.00114415 0.00109635 0.000683867 0.000309833 0.00111048 0.00106414 0.00106748 0.00133734 0.000628054 0.0010584 0.00102303 0.00100568 0.00102312 0.000795023 0.000571802 0.00116938 0.00117554
internal_weight=0 691 615 2430 338 2335 2287 2203 277 165 95 2181 107 1499 518 67 112 496 243 682 84 231 645 341 309 289 48 41 981 941
internal_count=3121 691 615 2430 338 2335 2287 2203 277 165 95 2181 107 1499 518 67 112 496 243 682 84 231 645 341 309 289 48 41 981 941
is_linear=0
shrinkage=0.00196078


Tree=5333
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 44 1 2 14 4 2 4 4 0 15 475 457 158 0 4 3 47 16 131 1 15 11 15 10
split_gain=26.8065 4.30451 2.82913 2.57548 1.53228 1.48364 0.811909 0.810009 0.802955 0.786217 0.666336 0.601138 0.452371 0.432766 0.440948 0.462957 0.414665 0.407147 0.32975 0.315761 0.414431 0.314595 0.24012 0.225176 0.222274 0.183862 0.214754 0.172778 0.169106 0.216706
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.094585000000000016 0.09253500000000002 0.14960000000000004 0.062655000000000016 0.40473500000000007 0.14960000000000004 0.42051500000000003 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.066784999999999983 0.080930000000000016 0.080150000000000013 -0.07929499999999999 -0.55119499999999988 -0.12711499999999995 0.10648500000000001 -0.039889999999999988 0.091440000000000007 0.083345000000000016 -0.10091499999999999 0.075910000000000019 -0.40580499999999992 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 22 9 11 -5 16 13 -6 12 -4 14 15 -1 -7 -18 25 -16 -21 -22 -3 -17 -2 -15 -27 -11 -13 -30
right_child=1 2 6 7 10 8 -8 -9 -10 27 -12 28 -14 18 19 23 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0010854506253789656 0.0010384358566810643 0.00047372024815280631 0.00047172113410418943 0.00089677247984685008 0.00089164282061783063 0.0010483690490417558 0.00067815853921122146 0.00052326766996002485 0.00053781992622382857 0.0010548248852000517 0.00054310700740494756 0.000262781332528434 0.00026743799497989284 0.00089924622723900835 0.001022927223184554 0.00065282998618736772 0.00088436817677289836 0.00059649424189153841 0.0010455698592990051 0.0012173426120787325 0.00076905861395184236 0.00096332776301585605 0.00068150864354048679 0.00091649789246730509 0.00079520210623741151 0.00086423914173459687 0.00058912917140725198 0.0012519858950666525 0.00020893042757985444 -4.9448982344695881e-05
leaf_weight=23 52 196 70 34 71 57 22 65 26 25 30 29 103 74 1161 33 340 20 40 23 35 380 24 20 20 24 20 54 24 26
leaf_count=23 52 196 70 34 71 57 22 65 26 25 30 29 103 74 1161 33 340 20 40 23 35 380 24 20 20 24 20 54 24 26
internal_value=0 0.000518056 0.000463262 0.000961355 0.000588178 0.000974379 0.000316918 0.000651542 0.000872134 0.000998068 0.000788117 0.000285381 0.000350096 0.000989814 0.000999067 0.000853141 0.000892979 0.000868375 0.000891717 0.001006 0.000961143 0.000946944 0.000496388 0.000752327 0.000970871 0.000839564 0.000739189 0.00118959 0.000143662 7.45731e-05
internal_weight=0 667 595 2454 321 2355 274 99 443 1912 101 252 173 1833 1675 76 417 360 158 1599 438 415 220 53 72 118 44 79 79 50
internal_count=3121 667 595 2454 321 2355 274 99 443 1912 101 252 173 1833 1675 76 417 360 158 1599 438 415 220 53 72 118 44 79 79 50
is_linear=0
shrinkage=0.00196078


Tree=5334
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 4 4 1 2 2 1 1 1 1 1 11 50 3 49 481 52 3
split_gain=48.4807 7.28967 4.20839 3.77342 2.52579 2.39252 1.84819 1.54788 1.38505 1.36139 1.16988 0.81309 0.752162 0.628771 0.616373 0.603514 0.497594 0.473649 0.469472 0.397081 0.391079 0.386162 0.380859 0.348025 0.266787 0.244258 0.230774 0.226513 0.208384 0.199469
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 -0.15289999999999995 0.27287000000000006 0.12337000000000002 -0.0091949999999999983 0.089525000000000007 0.16175000000000003 0.13075500000000004 0.12000500000000001 0.13288500000000003 0.12958500000000003 0.081790000000000015 0.041865000000000006 -0.11171999999999999 -0.054319999999999993 -0.0066299999999999996 -0.53964499999999982 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 20 11 22 14 -4 17 16 -10 23 28 -13 -1 24 -5 -3 -15 -8 25 -6 -7 -12 -19 -2 -30
right_child=1 4 10 19 18 9 8 -9 13 -11 26 12 -14 21 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0045490949836257261 0.00452716140756192 0.003770822146359612 0.0043628651928049192 0.003915851182407803 0.0034688372633575851 0.004221745783986609 0.0043098993298641679 0.0047917683488690318 0.0041546839592503564 0.0040196122363786958 0.0040247034474065174 0.0041670326280065411 0.0040893908481971887 0.0038238802376915427 0.0040815063348105087 0.0040892755543744125 0.0044675591032442936 0.0045899932311497318 0.0032094586073628771 0.0036174313110463761 0.0035008213807625637 0.0035447024406596301 0.0039688992617177028 0.0045740502955866798 0.0037071827907188266 0.0044065865651948888 0.003787087085200291 0.0044582099346054706 0.0042012307040221854 0.0044198924772747344
leaf_weight=1018 41 30 34 60 65 30 34 76 20 41 33 23 25 142 23 27 268 57 21 24 66 22 20 45 25 328 30 417 23 53
leaf_count=1018 41 30 34 60 65 30 34 76 20 41 33 23 25 142 23 27 268 57 21 24 66 22 20 45 25 328 30 417 23 53
internal_value=0 0.00387577 0.00446999 0.00416086 0.00372969 0.0044865 0.00381485 0.00451764 0.00390749 0.00436086 0.00406974 0.00450612 0.00441577 0.00382646 0.00439371 0.00435352 0.00444381 0.00452526 0.00347345 0.00383059 0.0035852 0.00378643 0.0041836 0.00441153 0.00353504 0.0043911 0.00391155 0.00447406 0.0044145 0.00435372
internal_weight=0 673 2448 228 445 2351 334 1884 238 467 97 1808 316 184 426 144 291 1492 111 84 96 164 54 403 90 358 63 474 117 76
internal_count=3121 673 2448 228 445 2351 334 1884 238 467 97 1808 316 184 426 144 291 1492 111 84 96 164 54 403 90 358 63 474 117 76
is_linear=0
shrinkage=0.00196078


Tree=5335
num_leaves=31
num_cat=0
split_feature=1 52 1 124 42 2 12 4 12 12 158 4 1454 12 403 43 13 3 0 0 42 1 42 12 3 42 13 43 131 130
split_gain=1.38169 0.321614 0.202276 0.136083 0.126985 0.115239 0.102455 0.0855837 0.0867367 0.0823149 0.0822185 0.133181 0.0934371 0.0929674 0.0810843 0.0730537 0.072053 0.104513 0.0896594 0.111935 0.0941057 0.0814247 0.0767491 0.13484 0.0940564 0.0945897 0.0870433 0.0736131 0.071985 0.0711064
threshold=0.10312500000000001 -0.40967499999999996 0.13686500000000004 -0.076779999999999987 -0.0060199999999999993 0.14122000000000004 0.088105000000000003 0.0049200000000000008 0.10016000000000001 0.11472500000000001 0.07968500000000002 0.042705000000000007 0.088250000000000009 0.083535000000000012 -0.0038999999999999994 -0.080324999999999994 0.0049450000000000006 -0.14847999999999997 -0.11173999999999999 -0.16360999999999995 0.084835000000000008 0.085345000000000018 0.088575000000000015 0.082095000000000015 -0.16726499999999997 -0.031659999999999994 0.17001000000000002 -0.10603999999999998 0.09031500000000002 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 6 4 -1 10 -3 -8 -9 -10 11 16 13 -12 -13 -6 17 -5 19 21 -20 -19 23 -18 -25 26 -26 -22 -2 -16
right_child=1 2 -4 5 15 -7 7 8 9 -11 12 14 -14 -15 29 -17 22 18 20 -21 27 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.015278420134041555 0.01709938189158073 0.0090642564285514839 0.0059446972508378562 0.020342128979973496 0.010768055068911054 0.0096154865277817535 0.016489434945914479 0.014322529147778238 0.0055594881016172862 0.01313912622306658 0.021840754318002024 0.0084110736641811127 0.010509047221223061 0.016394763141766442 0.014167432901416 0.0031774867725159438 0.0061572258506203074 0.01881658431628476 0.016199123501954068 0.0054742489382624627 0.008729533780188788 0.011445151182801226 0.018249169412639835 0.01897606916279377 0.012347382518250174 0.0064463980903383348 0.017384610705553218 0.014737328594905409 0.010785220351070166 0.007924373891381991
leaf_weight=39 65 336 165 40 32 41 36 42 38 23 38 42 22 179 139 21 26 23 681 20 21 43 31 30 127 20 47 708 25 21
leaf_count=39 65 336 165 40 32 41 36 42 38 23 38 42 22 179 139 21 26 23 681 20 21 43 31 30 127 20 47 708 25 21
internal_value=0 0.00974819 0.00896108 0.0147187 0.0109474 0.0148696 0.0100089 0.0122923 0.0108253 0.00841738 0.014965 0.0147574 0.0167189 0.0173484 0.0123215 0.00776047 0.0150282 0.0152976 0.0151627 0.012028 0.0153539 0.014014 0.0135559 0.012974 0.0137652 0.0129594 0.013708 0.0145643 0.0153454 0.013348
internal_weight=0 730 640 2391 92 2299 475 139 103 61 2258 2019 239 217 202 53 1817 1536 1496 86 1410 66 281 250 224 194 174 729 90 160
internal_count=3121 730 640 2391 92 2299 475 139 103 61 2258 2019 239 217 202 53 1817 1536 1496 86 1410 66 281 250 224 194 174 729 90 160
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=31
num_cat=0
split_feature=4 3 9 2 149 44 4 1 457 147 10 123 12 12 0 1 15 159 52 15 394 132 3 3 1212 42 393 4 403 50
split_gain=1.13348 0.409812 0.289976 0.177389 0.174008 0.137666 0.13848 0.190047 0.211628 0.152294 0.119191 0.114015 0.101555 0.093431 0.114911 0.0852103 0.0730867 0.0730075 0.0743378 0.103714 0.0855511 0.0744928 0.0788267 0.169779 0.0981081 0.097897 0.0864703 0.0959822 0.0861922 0.111638
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.17025000000000004 0.07770500000000001 0.081805000000000017 -0.073934999999999987 0.088305000000000008 0.045365000000000009 1.0000000180025095e-35 -0.079859999999999987 0.083965000000000012 0.090285000000000018 0.11650500000000001 -0.089269999999999988 0.11910500000000002 -0.089549999999999991 -0.085489999999999997 0.11277500000000001 0.089165000000000008 -0.15150999999999998 -0.083284999999999984 -0.080104999999999996 -0.081234999999999988 0.11473500000000002 0.090690000000000007 0.11146500000000002 -0.51253999999999988 -0.071919999999999984 0.098445000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 10 6 13 12 9 -9 -2 -1 -8 14 -4 -12 -3 -16 20 -20 -19 -22 23 24 26 -25 27 -23 -24 -30
right_child=4 16 3 -5 -6 -7 7 8 -10 -11 15 -13 -14 -15 17 -17 -18 18 19 -21 21 22 28 25 -26 -27 -28 -29 29 -31
leaf_value=0.00011660659008405427 0.0010169739120054798 0.010594585344993643 0.017333756448736169 0.0042820842513306579 0.014418694174050221 0.019274359848350287 0.014187878307882575 0.012380117163268207 0.0062746690525845791 0.0038135883991013871 0.0087729455735604985 0.0098146933243023586 0.012193829946986893 0.007312302063219249 0.018986116065988663 0.0053052904837980891 0.0036420497676806045 0.0074645486474037171 0.0050243651805668265 0.014087131542951934 0.017112476919223931 0.020206011946384723 0.020779969995575295 0.011590843432797836 0.0076249434910714625 0.002410956347982089 0.0075838182494044311 0.013970058893616834 0.015966825473891652 0.0083349402904707905
leaf_weight=22 39 21 106 22 28 38 605 366 81 22 132 27 442 20 27 153 54 20 23 28 74 26 28 26 25 21 20 487 115 23
leaf_count=22 39 21 106 22 28 38 605 366 81 22 132 27 442 20 27 153 54 20 23 28 74 26 28 26 25 21 20 487 115 23
internal_value=0 0.01288 0.0130829 0.0132242 0.00685546 0.0132992 0.0132113 0.0125967 0.0109238 0.0118944 0.00620185 0.00546045 0.0133461 0.0140829 0.014212 0.00691136 0.00558876 0.0138611 0.0137101 0.01 0.0139288 0.0140818 0.0137909 0.0132613 0.0137474 0.00748919 0.0140346 0.0142861 0.0157213 0.0146948
internal_weight=0 2769 2694 2645 352 2623 2585 1516 469 388 324 49 1047 1069 1049 285 75 943 916 51 865 845 771 605 558 47 533 513 166 138
internal_count=3121 2769 2694 2645 352 2623 2585 1516 469 388 324 49 1047 1069 1049 285 75 943 916 51 865 845 771 605 558 47 533 513 166 138
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=31
num_cat=0
split_feature=4 3 2 9 149 44 4 1 2 2 2 48 43 16 2 3 483 51 12 159 96 48 48 43 43 16 1212 12 43 133
split_gain=0.918118 0.331948 0.238241 0.168127 0.140947 0.111509 0.112169 0.153938 0.179377 0.154508 0.100889 0.0885706 0.086867 0.105776 0.120041 0.11497 0.100649 0.0848579 0.0805821 0.0783154 0.0768722 0.0764229 0.142764 0.0898323 0.245799 0.0821795 0.160969 0.106604 0.0800583 0.143803
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 -0.073934999999999987 0.088305000000000008 0.091265000000000013 -0.090999999999999984 0.25063000000000007 0.084170000000000009 -0.081779999999999978 -0.062804999999999986 0.085855000000000015 -0.097604999999999983 -0.06916499999999999 -0.20636999999999997 -0.029094999999999999 -0.085489999999999997 0.086715000000000014 0.092475000000000016 0.078735000000000013 0.10915000000000001 0.064745000000000011 -0.013324999999999998 0.041590000000000009 0.097145000000000023 -0.080884999999999985 0.0068000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 17 12 9 -9 20 -10 -8 14 -14 -15 -17 -5 -11 -19 -2 22 23 24 25 -21 27 28 29 -27
right_child=4 -3 -4 5 -6 -7 7 8 11 18 -12 -13 13 15 -16 16 -18 19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.005997020470385906 0.0064940928464740505 0.0050298838037997487 0.0016406149846380173 0.018683048564454782 0.012976824598652976 0.017346923756658247 0.013135524062181722 0.0035185124984799098 0.0019183756463462488 0.017677717674523592 -0.00095626999708739186 0.0081215700357527721 0.017488951470956884 0.0029136722375239649 0.011817827657630812 0.0050361085062225665 0.011119563370395798 0.016939361531956073 0.0111279953538077 0.012976635637428345 0.00022181262639129446 0.007313208291628237 0.020307591589896576 0.01601557194315378 0.003473399896756746 0.0029188868380151689 0.0024138786874356726 0.007195333706426197 0.014283074918129642 0.014021144128803696
leaf_weight=48 281 75 23 23 28 38 415 26 32 20 22 82 44 21 246 30 291 39 309 638 21 29 23 62 32 20 21 43 111 28
leaf_count=48 281 75 23 23 28 38 415 26 32 20 22 82 44 21 246 30 291 39 309 638 21 29 23 62 32 20 21 43 111 28
internal_value=0 0.011592 0.0117747 0.0118619 0.00616992 0.0119692 0.0118902 0.011337 0.00983143 0.0109397 0.00558167 0.00638032 0.0120115 0.0112734 0.0126783 0.0100821 0.010551 0.0126746 0.0115262 0.0125425 0.00605794 0.0123722 0.0125223 0.0123348 0.0120792 0.012399 0.0107466 0.0116128 0.0128075 0.0093952
internal_weight=0 2769 2694 2671 352 2623 2585 1516 469 355 324 114 1047 632 290 342 321 1069 329 1046 302 1007 978 955 893 861 223 202 159 48
internal_count=3121 2769 2694 2671 352 2623 2585 1516 469 355 324 114 1047 632 290 342 321 1069 329 1046 302 1007 978 955 893 861 223 202 159 48
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=31
num_cat=0
split_feature=1 12 1375 97 15 1 3 12 474 9 4 34 2 4 15 15 52 15 39 52 41 49 0 0 150 49 14 151 15 16
split_gain=0.763263 0.190393 0.120316 0.118324 0.113251 0.101645 0.0863125 0.102262 0.0847577 0.0837022 0.0952353 0.0723573 0.122374 0.0805021 0.0605943 0.0605277 0.0971634 0.0652156 0.0641154 0.142344 0.0583849 0.114577 0.072514 0.0779842 0.0647613 0.0682489 0.0623787 0.0602755 0.0580938 0.089917
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 -0.0047149999999999996 0.024640000000000006 0.095950000000000021 0.31370500000000007 -0.42850999999999995 0.086515000000000009 0.081890000000000004 0.40124500000000002 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 0.13592500000000005 -0.11713499999999999 0.10744000000000002 -0.099734999999999976 0.088090000000000016 -1.0000000180025095e-35 0.085095000000000018 -0.14917999999999998 -0.14920999999999998 -0.14001499999999997 -0.091259999999999994 0.12497000000000001 0.07913000000000002 -0.29526499999999994 -0.45963999999999994 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 11 -8 15 10 14 -2 -13 -14 20 -5 17 -17 19 -19 21 -3 26 -24 -25 -26 -23 -27 -15 -30
right_child=6 9 3 4 -6 -7 7 -9 -10 -11 -12 12 13 28 -16 16 -18 18 -20 -21 -22 22 23 24 25 27 -28 -29 29 -31
leaf_value=0.0021612274764965362 0.0026971712307787914 0.018544485159218312 0.0035075416317808306 0.015124622091763851 0.013892433095617957 0.0074321117782508344 0.0072232167592600873 0.00027066004383544042 0.0055916110684554425 0.016207603639762463 0.0048974229747222528 0.010183578884667335 0.011149039385574204 0.0083025739138247439 0.0072011499485762969 0.0065592246362939479 0.0038984328915830702 0.010824463680619375 0.0089072262128003146 0.019482686858752679 0.0064150830680903582 0.018904908008075188 0.0056121638942775989 0.016588392313569785 0.01097119600683673 0.01156107806177302 0.011197231355167571 0.0048812950123101476 0.0049298522408010997 -0.0023517902099146424
leaf_weight=26 43 20 35 33 53 214 34 56 31 29 27 85 21 30 44 24 20 55 39 29 28 21 28 20 1902 22 21 35 74 22
leaf_count=26 43 20 35 33 53 214 34 56 31 29 27 85 21 30 44 24 20 55 39 29 28 21 28 20 1902 22 21 35 74 22
internal_value=0 0.0104515 0.00880375 0.00912777 0.00952277 0.00900234 0.00558522 0.00289718 0.010457 0.0108708 0.0107994 0.00646494 0.00716328 0.00541685 0.0108738 0.0112111 0.0104378 0.0113275 0.0122579 0.0138136 0.0109509 0.0110123 0.0109387 0.0108527 0.0109268 0.010869 0.0150511 0.00745946 0.00446148 0.00326114
internal_weight=0 2756 559 533 498 445 365 90 231 2197 2168 275 232 147 2141 200 167 147 123 84 2097 2069 2049 2007 1979 1959 42 57 126 96
internal_count=3121 2756 559 533 498 445 365 90 231 2197 2168 275 232 147 2141 200 167 147 123 84 2097 2069 2049 2007 1979 1959 42 57 126 96
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=31
num_cat=0
split_feature=1 2 12 150 11 2 11 132 13 1 123 156 47 43 12 4 12 52 0 1424 16 150 158 4 1446 159 475 15 402 133
split_gain=0.618243 0.157098 0.104342 0.103167 0.10022 0.139704 0.104589 0.0985725 0.109986 0.0766183 0.0787248 0.0795154 0.0823856 0.0743989 0.0735682 0.0909705 0.071884 0.0704867 0.06346 0.063286 0.0631694 0.0649843 0.060803 0.0632226 0.106232 0.130344 0.0812876 0.0769565 0.0991983 0.172604
threshold=0.11829500000000003 0.10045500000000002 0.087505000000000013 1.0000000180025095e-35 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 0.084605000000000014 -0.08971999999999998 0.14860500000000001 0.11679000000000002 0.10339000000000002 0.085505000000000012 -0.080419999999999978 -0.086254999999999984 0.024790000000000003 0.095780000000000018 -0.49577999999999994 -0.019414999999999998 1.0000000180025095e-35 -0.010699999999999999 0.10801000000000001 0.080150000000000013 -0.082249999999999976 0.08393500000000001 -0.085179999999999992 -0.028204999999999997 0.084050000000000014 0.042685000000000008 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 13 -6 8 -3 10 11 12 -2 -1 -10 17 -4 -16 -11 22 21 -5 23 24 25 -7 -27 -28 -29 -30
right_child=9 2 16 20 6 19 -8 -9 14 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.002940089430453049 0.0044576606551993475 0.0037738366039922915 0.011235572754180637 0.0017196225002408029 0.01830291159650577 0.018534619445827873 0.010292244866156043 0.0012332495735608972 0.0058296246803365651 0.0044023595317932108 0.00010057229095685255 0.011567914333514638 0.0084224497055013971 0.0089493936846817019 0.0096254011532957012 0.0083470957484678369 0.0082557849654208513 0.01708141599665396 -0.0018839136625711736 0.015477157349232586 -0.0010009915789677985 0.0080052796895248145 0.011436803657180953 0.0092581456180097308 0.0048821129700324191 0.0045728396535629316 0.01319583577064226 0.010976600519315653 0.010953203683214573 -0.0008674112902510734
leaf_weight=45 174 37 116 29 28 22 39 20 34 42 23 25 75 38 21 56 268 32 26 20 21 38 208 1250 30 21 110 222 30 21
leaf_count=45 174 37 116 29 28 22 39 20 34 42 23 25 75 38 21 56 268 32 26 20 21 38 208 1250 30 21 110 222 30 21
internal_value=0 0.00940636 0.00807679 0.00663795 0.00983509 0.0097087 0.01364 0.0078934 0.00863342 0.0050267 0.00571996 0.00619166 0.00565187 0.00569134 0.00989079 0.0111576 0.00915593 0.0141271 0.00199878 0.00988111 0.00378465 0.00528462 0.00982263 0.00962583 0.0106337 0.0110388 0.0106306 0.0109627 0.010063 0.00608589
internal_weight=0 2756 672 288 2084 2017 67 200 180 365 297 274 249 83 143 109 384 53 68 1934 88 67 1914 1706 456 426 404 383 273 51
internal_count=3121 2756 672 288 2084 2017 67 200 180 365 297 274 249 83 143 109 384 53 68 1934 88 67 1914 1706 456 426 404 383 273 51
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=31
num_cat=0
split_feature=4 3 2 30 52 159 33 2 14 16 4 12 1 2 457 1 42 3 13 158 52 48 151 1427 16 483 16 128 2 49
split_gain=0.52653 0.186766 0.150674 0.0980016 0.0903881 0.113725 0.0868997 0.112105 0.0845571 0.134904 0.140687 0.122632 0.0886242 0.0842445 0.0793181 0.0722891 0.0684413 0.072356 0.0680014 0.0675934 0.0815824 0.0655342 0.0805269 0.0898821 0.0771606 0.0841724 0.0746062 0.0692484 0.0680489 0.0744134
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.088065000000000018 0.039215000000000007 0.10620500000000001 0.082285000000000011 -0.0091949999999999983 -0.45687499999999998 -0.23935499999999996 0.50996500000000011 0.10016000000000001 0.10508500000000001 0.11144000000000001 0.31508000000000008 0.094090000000000021 0.11457500000000002 -0.081054999999999974 -0.0075049999999999987 0.07968500000000002 0.11639500000000001 -0.14001 0.26900000000000007 0.086130000000000012 -0.069894999999999985 0.083960000000000021 -0.12029499999999999 0.11170500000000001 0.11144000000000001 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 -6 7 15 18 10 11 12 -10 -14 16 -1 19 -18 -2 21 -21 -9 23 24 25 28 -27 -26 29 -23
right_child=4 -3 -4 -5 5 -7 -8 14 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.008948124488815665 0.0042502325886744075 0.0035215236228100981 0.00055509535190851798 0.0020372547484426339 0.0094538511493458197 0.0021713246205763426 0.01499795155726712 0.014354310550871083 -0.002260144076056101 -0.0039946253423328963 0.0090918595238739779 -0.0040369908343284178 0.0087221093382686393 0.0026988857110246908 0.0029356941517503206 0.0013714460856349702 0.0101037900003095 0.005729593363216599 0.011683343136683108 0.011101832316925807 0.0047239929945631469 0.0047877389574196285 0.0025787881076602 0.012867514701243841 0.0082277977756246446 0.010341238371534821 0.018038385454565289 0.0022880008927313612 0.013382678678155775 0.0091552483843677698
leaf_weight=20 32 74 23 22 65 32 22 21 22 27 37 26 35 69 23 34 53 132 20 227 22 41 21 53 1054 34 20 20 36 804
leaf_count=20 32 74 23 22 65 32 22 21 22 27 37 26 35 69 23 34 53 132 20 227 22 41 21 53 1054 34 20 20 36 804
internal_value=0 0.00847743 0.00861417 0.00868388 0.00443565 0.00705137 0.00873933 0.00868668 0.00348892 0.00261739 0.00356196 0.00221587 0.00350614 0.00472593 0.00878175 0.00417762 0.00883473 0.00698274 0.00710912 0.00898034 0.0105383 0.00879596 0.00873992 0.00880267 0.00869543 0.00935964 0.013192 0.00811719 0.00912474 0.00894333
internal_weight=0 2756 2682 2659 365 97 2637 2615 268 216 189 152 126 104 2561 54 2538 185 52 2353 249 2104 2083 2062 2009 935 54 1074 881 845
internal_count=3121 2756 2682 2659 365 97 2637 2615 268 216 189 152 126 104 2561 54 2538 185 52 2353 249 2104 2083 2062 2009 935 54 1074 881 845
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=31
num_cat=0
split_feature=4 3 2 30 52 159 33 2 14 147 13 10 1 13 39 0 3 16 4 39 13 157 157 0 52 3 50 402 484 12
split_gain=0.426489 0.151281 0.122046 0.0793813 0.0732143 0.0921172 0.0703888 0.0908054 0.0703793 0.0815574 0.0813093 0.215077 0.086394 0.100626 0.110659 0.0739825 0.0665854 0.0654355 0.0767435 0.0896529 0.0998339 0.0822022 0.0760959 0.0699801 0.0706202 0.0682818 0.0614108 0.0623539 0.0664766 0.11723
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.088065000000000018 0.039215000000000007 0.10620500000000001 0.082285000000000011 -0.0091949999999999983 -0.47013499999999991 0.096265000000000003 -0.15714499999999998 -1.0000000180025095e-35 0.11181500000000001 1.0000000180025095e-35 0.098905000000000007 -0.12333499999999999 -0.014944999999999998 -0.50992999999999988 0.024790000000000003 0.10166000000000001 0.27266500000000005 0.10645500000000001 -0.029304999999999998 -0.14226499999999997 -1.0000000180025095e-35 0.12745000000000004 -0.23848499999999997 0.090075000000000002 -0.081614999999999979 0.084595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 -6 7 16 -2 10 15 -12 -13 14 -14 -10 -1 -9 19 20 25 22 -20 -24 -25 26 -19 -28 -29 -30
right_child=4 -3 -4 -5 5 -7 -8 17 9 -11 11 12 13 -15 -16 -17 -18 18 21 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=0.0067845141522646438 0.0077044177621913464 0.0031693712312640069 0.00049958578918291182 0.001833529129031707 0.0085084659312045768 0.0019541920715710147 0.0134981563992121 0.011195270615329935 0.0021877133535842101 0.0071785316252234305 -0.0089871031930670153 -0.0017058186260727804 0.0082043788409791891 -0.0021236405960363219 -0.00030629238621755083 0.010039597349241376 -0.00031684546771904698 0.013485573106445374 0.0017944892661439047 0.0015477512486367709 0.014526950326398946 0.00092872962728142742 0.012766338783231648 0.008981989593486962 0.0056782095763971497 0.012699256432918651 0.007734562320987271 0.0051422424229054624 0.016651335664093495 0.0092549070810588711
leaf_weight=31 30 74 23 22 65 32 22 59 30 33 20 41 50 22 22 20 23 20 27 21 24 25 22 103 174 31 1851 29 25 150
leaf_count=31 30 74 23 22 65 32 22 59 30 33 20 41 50 22 22 20 23 20 27 21 24 25 22 103 174 31 1851 29 25 150
internal_value=0 0.00762969 0.00775275 0.00781549 0.00399209 0.00634623 0.0078654 0.00781801 0.00314003 0.00256468 0.00182197 0.000690837 0.00212461 0.00379532 0.0056039 0.00532847 0.00375986 0.00790358 0.00782596 0.00804968 0.00811378 0.00645494 0.00687872 0.00733784 0.00690669 0.0080407 0.0079711 0.00791743 0.00957669 0.0103115
internal_weight=0 2756 2682 2659 365 97 2637 2615 268 238 205 155 135 94 72 50 54 2561 2502 2151 2130 351 326 299 277 2106 2075 2055 204 175
internal_count=3121 2756 2682 2659 365 97 2637 2615 268 238 205 155 135 94 72 50 54 2561 2502 2151 2130 351 326 299 277 2106 2075 2055 204 175
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=31
num_cat=0
split_feature=1 2 40 13 48 11 43 52 15 151 151 4 401 49 0 133 10 2 10 2 0 1 131 2 52 14 1 16 15 49
split_gain=0.354099 0.103927 0.0740607 0.077398 0.0772922 0.0708844 0.119875 0.137 0.126645 0.0678562 0.0926959 0.0679533 0.0945097 0.115046 0.0700681 0.102444 0.0654419 0.080906 0.0798232 0.0645399 0.0721653 0.0673886 0.0625356 0.122783 0.0679703 0.0932601 0.0906958 0.0638867 0.0613062 0.0572532
threshold=0.12000500000000001 0.10045500000000002 0.051255000000000002 -0.23438999999999996 0.13438000000000003 1.0000000180025095e-35 0.035560000000000008 -0.0080349999999999987 0.024640000000000006 -0.15340499999999999 -0.086654999999999982 0.24564500000000003 1.0000000180025095e-35 -0.088694999999999982 -0.04917499999999999 0.081415000000000015 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.0091949999999999983 -0.07384499999999998 0.10871500000000002 0.090030000000000013 0.31358000000000003 -0.065544999999999978 -0.10708499999999999 0.13021500000000003 -0.072359999999999994 -1.0000000180025095e-35 0.10347500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 28 9 19 7 -7 -9 -5 -11 12 13 -12 29 -16 17 18 -2 20 -1 -22 23 24 -19 -26 -27 -28 -3 -15
right_child=16 2 -4 4 -6 6 -8 8 -10 10 11 -13 -14 14 15 -17 -18 22 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0086374815051945362 0.0024379069888682079 0.005300278168243285 -0.00020750088850036267 0.011921689212745563 0.00029871219414330671 0.012372455355070998 0.015727918910793958 -0.00056484112329781061 0.0091474504996861879 0.0011165508097319894 0.014489272900897524 0.0044929211091853253 0.0023401336245729614 0.007224395062462044 0.0077955567800136894 0.015288203840397977 -0.00014033285176588432 -0.0010694800098727069 0.0085610371573905785 0.0071786250805590439 -0.00061404677672368107 0.0065310193765485153 0.0070085111718314391 -0.0050990043208003046 0.010412203846499324 -0.0022682686783373359 0.0025396696140524001 0.0089284508799513176 -0.0019642092365150651 0.0038703836378723233
leaf_weight=26 33 26 20 22 21 40 25 25 29 33 23 122 37 163 107 22 45 31 60 1896 33 22 30 21 20 25 45 24 21 74
leaf_count=26 33 26 20 22 21 40 25 25 29 33 23 122 37 163 107 22 45 31 60 1896 33 22 30 21 20 25 45 24 21 74
internal_value=0 0.00685258 0.00578904 0.00596778 0.00626253 0.00720321 0.00957354 0.00793674 0.00465102 0.00647023 0.0062638 0.00657377 0.00716969 0.00762906 0.00719795 0.00907337 0.00340696 0.00395931 0.00638831 0.00706053 0.00429621 0.00224398 0.00280677 0.00204742 0.00308242 0.00421145 0.00289214 0.00476185 0.00205444 0.00617715
internal_weight=0 2787 691 671 624 2096 119 94 54 603 581 548 426 389 366 129 334 289 93 1977 81 55 196 166 145 114 94 69 47 237
internal_count=3121 2787 691 671 624 2096 119 94 54 603 581 548 426 389 366 129 334 289 93 1977 81 55 196 166 145 114 94 69 47 237
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=31
num_cat=0
split_feature=1 2 3 15 15 4 44 13 2 157 0 1452 159 159 147 2 1212 1212 2 403 484 51 13 11 1456 12 457 13 48 4
split_gain=0.28682 0.0910518 0.080265 0.153868 0.0977575 0.101326 0.09462 0.0808915 0.0733849 0.0630584 0.0631202 0.0768676 0.0751648 0.0784786 0.0840105 0.0714524 0.10633 0.0826039 0.0764131 0.0743532 0.0710772 0.0942231 0.0695631 0.0629824 0.0624815 0.0611163 0.0658386 0.0983955 0.0945922 0.103612
threshold=0.12000500000000001 0.15609500000000001 0.11296500000000002 -0.0058549999999999991 -0.26481999999999994 0.50500500000000004 0.081805000000000017 -0.17933499999999997 0.11548000000000001 -0.48214999999999997 -0.074479999999999977 0.087755000000000014 0.11389500000000001 0.091005000000000016 0.089365000000000014 0.085730000000000015 0.11387000000000001 -0.42670499999999995 0.085485000000000019 0.090990000000000015 -0.084899999999999989 -0.025069999999999999 -0.083764999999999992 0.077290000000000011 -0.085589999999999986 -0.091274999999999981 0.079590000000000008 0.19762500000000002 0.093265000000000015 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 7 -6 -4 -9 11 12 13 14 15 16 17 -11 19 23 21 -17 -15 -19 -13 -12 27 28 29 -27
right_child=-2 -3 3 -5 6 -7 -8 9 -10 10 25 24 -14 22 -16 20 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0028220999014118443 0.003066267328135374 -0.000240522457964041 0.0089375351888647449 -0.0014749883282955778 3.7364132003858687e-05 0.005368355802387338 0.013277206586208196 0.01063732588131513 0.0023591503534199938 0.001217908422695473 0.00044303056682743456 0.014480804297186079 0.0027072712854715065 0.013488643383607269 4.8126676119863987e-05 0.014318117317136215 0.00091261638514697561 0.0070141832276274258 0.013280413559793184 0.011086984711733682 0.0057509641961932855 0.0064199600307884713 0.0074626310807564909 0.012590093314204187 0.0079409190589406833 0.0082914461374209974 0.0012025241469663958 0.012201785069191829 0.0012662965925927792 0.0051507506597734598
leaf_weight=23 334 22 43 39 20 44 20 35 28 20 23 21 50 30 20 23 25 573 24 54 869 44 53 21 48 147 31 24 45 368
leaf_count=23 334 22 43 39 20 44 20 35 28 20 23 21 50 30 20 23 25 573 24 54 869 44 53 21 48 147 31 24 45 368
internal_value=0 0.00616732 0.00621831 0.00357132 0.00632798 0.00255671 0.00642561 0.00637225 0.00634324 0.00642197 0.00636326 0.00665561 0.00653046 0.00663932 0.00649042 0.00656836 0.00731955 0.00755102 0.0077395 0.00753428 0.00599293 0.00913127 0.00964071 0.00721131 0.00993132 0.0055041 0.00569337 0.00593176 0.00566304 0.00604722
internal_weight=0 2787 2765 110 2655 67 2588 2568 71 2548 2513 1875 1806 1756 1673 1653 717 692 672 648 936 67 83 594 69 638 615 584 560 515
internal_count=3121 2787 2765 110 2655 67 2588 2568 71 2548 2513 1875 1806 1756 1673 1653 717 692 672 648 936 67 83 594 69 638 615 584 560 515
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=31
num_cat=0
split_feature=4 457 123 40 149 48 0 48 3 160 124 14 1 39 3 1455 1453 52 0 16 483 130 1212 402 43 49 13 48 43 16
split_gain=0.235219 0.0915009 0.0778518 0.0722155 0.0676267 0.0720559 0.0789029 0.0846326 0.0826442 0.072293 0.0804795 0.0664367 0.0757423 0.0621044 0.0574084 0.0565703 0.0887959 0.0801244 0.0612569 0.0572989 0.0926928 0.0816631 0.0634128 0.0801785 0.0534103 0.052383 0.0513439 0.0639359 0.0811587 0.0935178
threshold=0.27044500000000005 0.31508000000000008 0.11021500000000002 0.051255000000000002 0.07770500000000001 -0.074214999999999989 -0.10474999999999998 0.12118000000000002 -0.010424999999999999 -0.067824999999999983 -1.0000000180025095e-35 -0.24175999999999997 0.14173500000000003 0.085855000000000015 -0.14989499999999997 -0.23681499999999997 -0.13306499999999996 -0.56176499999999996 -0.082184999999999994 -0.071854999999999988 0.083960000000000021 -0.082104999999999984 0.13613500000000003 -0.45015499999999992 -0.04890499999999999 -0.23803499999999997 0.0036400000000000004 0.08955500000000001 -0.071629999999999985 -0.096824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -2 7 24 13 -10 -11 -1 15 14 -8 18 -17 -18 -13 20 26 -21 23 -23 -7 -25 -19 28 -28 -30
right_child=4 -3 -4 -5 -6 6 8 -9 9 10 -12 12 -14 -15 -16 16 17 19 -20 21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.010871672566980123 -0.0015747032952136719 7.5278362104048331e-05 0.00018243013809506709 0.0012318689292038067 0.0074996204468710664 0.0015801196382381024 0.0047199404122488155 -0.00041037604047839223 0.0036446365508406111 0.00058935649493443119 -0.0073939872257735425 0.013387259570881724 -0.00015080592552707954 0.0069067124250744077 -0.001318183275361662 -0.00095526119810529053 0.0091464616975976409 0.0062557558930715134 0.005740530260134785 -0.00045726502500474458 0.009748358730062405 0.00035734325365135164 0.010763093926722096 0.0098821454364806417 0.0073577853225287983 0.0052593822033374362 0.0054016089119556313 0.008799425768665969 0.00598437429538795 -0.0023707066231558253
leaf_weight=25 39 30 26 36 29 20 31 24 24 28 23 20 22 35 32 20 67 878 22 25 68 33 21 25 80 1257 95 28 21 37
leaf_count=25 39 30 26 36 29 20 31 24 24 28 23 20 22 35 32 20 67 878 22 25 68 33 21 25 80 1257 95 28 21 37
internal_value=0 0.00556785 0.00562829 0.00568073 0.0028664 0.0024665 0.00299717 0.00492239 0.00161724 -0.000881179 -0.00301097 0.00574085 0.00569225 0.0035293 0.00165296 0.00574137 0.00568199 0.00573395 0.00938183 0.00564205 0.00616942 0.00520535 0.00531131 0.00522425 0.00620225 0.00534953 0.00593961 0.00440604 0.00360202 0.000654409
internal_weight=0 2756 2726 2700 365 336 297 124 173 75 51 2664 2639 98 63 2617 2575 2555 42 2488 1127 1361 1336 1315 100 1282 1059 181 153 58
internal_count=3121 2756 2726 2700 365 336 297 124 173 75 51 2664 2639 98 63 2617 2575 2555 42 2488 1127 1361 1336 1315 100 1282 1059 181 153 58
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 15 47 47 41 4 0 43 3 41 4 0 16 10 0 1 42 0 156 131 3 48 160
split_gain=12.2209 1.64094 1.53558 1.28157 0.839589 0.548204 0.512503 0.412213 0.402967 0.298192 0.297629 0.234305 0.225873 0.288884 0.348093 0.214811 0.194038 0.188713 0.182767 0.345187 0.227338 0.179828 0.294179 0.175087 0.168699 0.159376 0.155974 0.170379 0.383229 0.185915
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091545000000000015 0.13082500000000002 0.40124500000000002 0.024640000000000006 0.081320000000000017 0.077555000000000013 0.075585000000000013 -0.0096849999999999974 -0.060129999999999996 -0.082389999999999977 -0.059315 0.083525000000000016 -0.036839999999999991 -0.10474999999999998 -0.39185999999999993 -0.062879999999999978 -0.11173999999999999 0.07635500000000002 -0.14609499999999997 -0.071924999999999989 0.093155000000000002 0.080385000000000012 -0.0037349999999999996 -0.035774999999999994 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 11 18 17 9 26 25 21 13 23 -15 -16 -13 -5 19 -3 -20 22 -4 -7 -22 -1 27 -6 -29 -30
right_child=1 6 5 7 8 12 -8 -9 -10 -11 -12 16 -14 14 15 -17 -18 -19 20 -21 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00063389317131041882 0.00038174085385502129 0.0001978056340686082 0.00073878419065561579 0.00081127162420136087 0.00040145061878923087 0.00090677494984937532 0.00046981892931519022 0.00043145684738228021 0.00077170905466674084 0.00063592905168867399 0.00087182266616273203 0.0009581065072890747 0.00063668431899297612 0.00045093195581370418 0.00072551120044020434 0.00052054253337430016 0.00074389371060671196 0.00062950796450303046 5.3422592305385536e-05 0.00052617939910394888 0.0001067268515912682 0.00074938981297287884 0.00044499019160866739 0.00072329392013467154 0.00027856839657226681 0.00081650433169693512 0.00028667106676627605 0.00030503665845768124 0.00071816547435945741 0.00048401338245832558
leaf_weight=147 217 32 38 32 69 21 39 32 21 41 29 37 253 32 92 25 29 70 36 20 30 1144 20 418 82 21 20 20 32 22
leaf_count=147 217 32 38 32 69 21 39 32 21 41 29 37 253 32 92 25 29 70 36 20 30 1144 20 418 82 21 20 20 32 22
internal_value=0 0.000389516 0.000702886 0.000474845 0.000594916 0.00072449 0.000264201 0.000625618 0.000513079 0.000486456 0.000688384 0.000750235 0.000685673 0.000706751 0.00063215 0.000681714 0.000863983 0.000686532 0.000224105 0.000324103 0.00018897 0.00074399 0.000637476 0.000732071 0.000232539 0.00065672 0.000448858 0.000471541 0.000536896 0.00062277
internal_weight=0 590 2531 351 422 2109 239 134 225 204 197 1268 841 588 149 117 66 102 200 52 148 1202 58 439 112 168 163 143 74 54
internal_count=3121 590 2531 351 422 2109 239 134 225 204 197 1268 841 588 149 117 66 102 200 52 148 1202 58 439 112 168 163 143 74 54
is_linear=0
shrinkage=0.00196078


Tree=5346
num_leaves=31
num_cat=0
split_feature=1 2 11 11 13 374 15 4 401 2 43 1 1429 0 1444 457 42 13 13 128 1 1 1 42 483 474 0 1429 157 0
split_gain=0.241443 0.0772786 0.0823839 0.0744373 0.0644928 0.0655731 0.0819777 0.0769978 0.0695959 0.0687046 0.0624499 0.058935 0.123929 0.0871754 0.0984439 0.0707244 0.0632121 0.115077 0.0881946 0.0715554 0.0665517 0.0882664 0.100197 0.0654194 0.0566404 0.0726189 0.0718436 0.0609837 0.0885884 0.123123
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 0.085155000000000022 0.10935500000000002 0.083845000000000017 -0.47006499999999996 0.40124500000000002 0.080710000000000018 0.097605000000000011 0.41889000000000004 0.080270000000000022 0.084690000000000015 -0.15350499999999997 -0.083894999999999983 0.085360000000000005 -0.021469999999999996 -0.066634999999999986 -0.051094999999999995 0.091340000000000018 0.094090000000000021 0.089935000000000015 0.088135000000000005 -0.089234999999999995 -0.095084999999999989 0.090025000000000008 -0.082724999999999979 -0.050194999999999997 -0.087424999999999989 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 6 -3 8 9 -8 -11 13 15 -1 -15 16 19 -18 -19 23 21 22 -20 -13 26 27 -16 -26 29 -29
right_child=-2 4 3 -5 -6 -7 7 -9 -10 10 -12 12 -14 14 24 -17 17 18 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.012393865565007385 0.0026726098367732616 0.011283055870305925 0.013523080421146007 0.0064592638319092141 0.0017420691204974633 -0.00041523238601671032 0.00043974708020687108 0.0019158906902497015 0.00091280334831133269 0.0055636617879419635 0.010583593800234107 0.0061588314268738037 -0.0013944088385022921 -0.00091555871505988773 0.012957877796833162 0.0093068963975117477 0.0057569270796193452 -0.0031488741626558101 0.0051148563320309211 0.0052943839125312222 0.00093008111953846563 0.0086834812024608257 -0.0031919962121173743 0.01397886500572381 0.010946905578916463 0.0017149376450010766 0.0054383313564661277 0.0068265893020328476 0.006231786435959427 -0.0038782987017406245
leaf_weight=22 334 21 26 35 68 22 25 75 34 529 26 20 29 20 27 41 304 23 53 81 67 40 20 23 26 38 24 22 1025 21
leaf_count=22 334 21 26 35 68 22 25 75 34 529 26 20 29 20 27 41 304 23 53 81 67 40 20 23 26 38 24 22 1025 21
internal_value=0 0.00551781 0.00585193 0.00947007 0.00468793 0.00496159 0.00512819 0.0049406 0.00531006 0.00556783 0.00579883 0.00573734 0.00500608 0.00615579 0.00604171 0.0052823 0.00502079 0.00452581 0.00268216 0.00704464 0.00342723 0.00490785 0.00283901 0.0103416 0.00615933 0.00601246 0.00941927 0.00616174 0.00604525 0.00159862
internal_weight=0 2787 1987 61 800 732 710 689 614 580 555 1926 701 1225 1203 672 631 507 203 124 180 113 73 43 1183 1132 51 1094 1068 43
internal_count=3121 2787 1987 61 800 732 710 689 614 580 555 1926 701 1225 1203 672 631 507 203 124 180 113 73 43 1183 1132 51 1094 1068 43
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=31
num_cat=0
split_feature=3 96 4 13 13 132 2 457 40 39 12 482 3 13 16 1416 15 14 0 15 0 12 2 403 1209 1446 1447 1447 151 51
split_gain=0.203222 0.150088 0.0936573 0.0594149 0.0561036 0.0534775 0.0611955 0.0519255 0.0501417 0.0571123 0.079069 0.0499083 0.0487911 0.125662 0.0703342 0.0479251 0.0517947 0.0649352 0.0614888 0.164576 0.249795 0.069725 0.0639144 0.0628011 0.0619489 0.0580864 0.0564523 0.100663 0.0514755 0.0502301
threshold=0.30112000000000005 0.087655000000000025 0.27044500000000005 -0.15714499999999998 -0.099939999999999987 0.10365500000000001 0.15950500000000004 0.31508000000000008 0.051255000000000002 -0.0091949999999999983 0.15120000000000003 0.11816500000000001 -0.0096849999999999974 0.05868000000000001 -0.40995499999999996 1.0000000180025095e-35 0.083195000000000005 0.080160000000000023 -0.10836499999999999 -0.03241999999999999 -0.14832499999999996 0.091545000000000015 0.12992500000000004 0.092070000000000013 0.091045000000000001 0.10573500000000001 -0.086059999999999984 -0.085024999999999989 -0.087374999999999994 0.095050000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -2 8 9 -1 11 15 13 -6 -14 16 17 18 19 28 -21 23 24 -20 25 -23 -18 -28 -11 -29
right_child=5 -3 3 4 12 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17 26 -19 21 20 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0095398695797969911 0.0011276033934636066 -0.0028541998611763121 0.0076706306963589882 -0.0022136044998963674 0.007511462184078427 0.0046454460617026379 -0.0046381928084883841 0.00047982036097285647 0.0013366407454561662 0.0013329132562314439 -0.00044514891877770428 0.0089031720724758786 0.0032139317439092946 0.0008652623826637864 -0.0022444869347964416 0.0088824932379579623 0.0093655625764185041 0.0095676651741895408 0.0052997243032645996 0.0044956470131874088 -0.010298526723203222 0.0041534673477154225 0.0090204055598208117 0.01049739692825824 -0.0018248541190405377 -0.0013753465941408649 -0.0012020490894263441 0.0054721449900601501 0.0056256625885317477 0.0086935144232805159
leaf_weight=30 79 25 27 21 66 29 24 24 34 37 25 36 90 50 32 34 39 27 740 25 21 381 23 24 20 20 22 951 114 51
leaf_count=30 79 25 27 21 66 29 24 24 34 37 25 36 90 50 32 34 39 27 740 25 21 381 23 24 20 20 22 951 114 51
internal_value=0 0.00486156 0.00492664 0.00320654 0.00274117 0.000852136 -0.000215883 0.00511034 0.00515222 0.00520173 0.00515148 0.00520603 0.00317836 0.00464672 0.00178222 0.0051534 0.00510259 0.00471003 0.00461668 0.0029785 -0.00225821 0.00488383 0.00388724 0.005463 0.00360681 0.00387772 0.00563141 0.00548919 0.0045738 0.00563611
internal_weight=0 2989 2964 286 259 132 103 2678 2654 2620 2590 2565 238 116 122 2529 2495 1432 1405 197 46 1208 444 764 421 401 1063 1024 151 1002
internal_count=3121 2989 2964 286 259 132 103 2678 2654 2620 2590 2565 238 116 122 2529 2495 1432 1405 197 46 1208 444 764 421 401 1063 1024 151 1002
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=31
num_cat=0
split_feature=2 30 0 39 121 33 34 447 1 15 157 400 2 131 1210 3 132 457 153 43 131 49 3 15 1453 483 158 1213 4 2
split_gain=0.167458 0.0956016 0.0945999 0.0975039 0.0773765 0.0799923 0.0665249 0.0608999 0.0547595 0.0517532 0.0844671 0.0647053 0.0720422 0.0596761 0.0692468 0.0646402 0.113375 0.0679773 0.0697726 0.0611419 0.0634844 0.0558877 0.0555478 0.0550651 0.0535408 0.0760686 0.0775212 0.0523768 0.06303 0.0744487
threshold=0.13404500000000005 0.086065000000000016 0.034820000000000011 -1.0000000180025095e-35 -0.082399999999999987 -0.012019999999999998 -0.082914999999999989 0.092655000000000015 0.10937500000000001 0.024640000000000006 -0.0091799999999999989 -0.077004999999999976 0.091265000000000013 0.097570000000000004 -0.0084249999999999985 -0.080289999999999986 0.082150000000000015 0.29113500000000009 1.0000000180025095e-35 -0.077319999999999986 0.11029000000000001 -0.090734999999999982 -0.047929999999999993 -0.03241999999999999 -0.077764999999999987 -0.059844999999999995 0.086290000000000019 0.11830500000000001 -0.076779999999999987 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6 -3 9 -5 11 -11 12 -7 14 -13 16 21 18 24 -15 -21 23 27 -16 -17 -26 -27 -12 29 -29
right_child=2 6 -4 8 5 7 -8 -9 -10 10 22 13 -14 19 15 17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.010725887543521821 -0.0042853400064632305 0.0032437206659879955 -0.0041287295175716282 0.0069764165106850368 -0.0015224683225493541 0.0039898240537350549 -0.0029645148248943903 0.00050164298028559299 0.0023361405348133377 0.010739466225585113 0.0046149270117066378 -0.0010188738810829817 -0.0035988912647801708 0.0034945978650024962 0.011995560078260799 0.0085175303007708879 0.00047300625308078175 -0.0017163508733653505 -0.0020170979644171896 0.013270702579228039 0.0056737882741303607 0.0050652397409509048 0.0084539168059233252 0.0052215236316745482 -0.00080441014074227393 0.0037254391523984065 0.0077897511815250512 0.013328490645179283 0.0026640769060063381 0.0062507176328273047
leaf_weight=20 20 45 25 30 22 29 28 37 167 26 967 25 22 28 24 25 52 23 20 22 22 613 44 24 34 588 51 23 23 42
leaf_count=20 20 45 25 30 22 29 28 37 167 26 967 25 22 28 24 25 52 23 20 22 22 613 44 24 34 588 51 23 23 42
internal_value=0 0.00443516 0.00169629 0.00236738 0.00452811 0.00448361 0.00086248 0.00453142 0.00304278 0.0045861 0.00510595 0.00422103 0.000716261 0.00433627 0.00419941 0.00428914 0.00496886 0.0036351 0.00380652 0.0071476 0.00947225 0.00532254 0.00497267 0.00860854 0.00397339 0.00380458 0.00404982 0.00482748 0.00716317 0.00875516
internal_weight=0 2879 242 217 2806 2786 73 2764 197 2727 1125 1602 51 1551 1479 1454 713 741 718 72 44 661 1099 48 698 673 639 1055 88 65
internal_count=3121 2879 242 217 2806 2786 73 2764 197 2727 1125 1602 51 1551 1479 1454 713 741 718 72 44 661 1099 48 698 673 639 1055 88 65
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=31
num_cat=0
split_feature=96 3 52 48 15 33 3 14 4 121 2 3 3 484 15 11 49 12 15 3 0 1213 43 16 1429 52 473 2 133 1213
split_gain=0.145767 0.125994 0.0889558 0.0732065 0.0661853 0.0858402 0.0836014 0.0937724 0.0785952 0.0756577 0.0835964 0.0616855 0.0529684 0.0821811 0.0489379 0.0633104 0.0611377 0.0695633 0.0587249 0.0891131 0.0571384 0.0554014 0.0598881 0.0679657 0.0501114 0.0837172 0.0564117 0.0570699 0.0491571 0.173587
threshold=0.090365000000000015 0.31299000000000005 0.056145000000000007 0.14174500000000004 -0.26481999999999994 0.083840000000000012 0.10732000000000001 -0.47071999999999997 0.50644500000000015 -0.080284999999999981 -0.0091949999999999983 -0.014944999999999998 -0.0025099999999999996 0.090535000000000018 -0.11033999999999998 0.10334500000000001 0.12011500000000001 -0.040564999999999997 -0.094329999999999983 -0.083154999999999993 -0.092089999999999991 0.12389500000000002 -0.011919999999999998 -0.082179999999999989 -0.092414999999999983 -0.54533999999999982 0.047060000000000005 0.14960000000000004 0.11269500000000002 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 9 7 -1 -9 -6 11 -11 13 -10 16 18 17 -12 19 -16 -21 24 -23 -24 25 -20 27 28 -26 -30
right_child=-2 2 -4 -5 5 -7 -8 8 12 10 14 -13 -14 -15 15 -17 -18 -19 21 20 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0076057118413570745 -0.0045028549530321642 -0.001006312970867987 0.0053982262612031449 -6.6883097381585031e-05 0.0096977292288405199 0.0096730342933109836 0.0078305908357319629 -0.0031750806601762421 0.0064478902157861749 0.0030433454464756601 0.011287629726575689 -0.0028456888121456423 -0.0010210215699367432 -0.0014029600936919452 -0.0041089785844087602 -0.0015841770358383655 0.001760784480979459 0.0055363984668271296 0.0026212299774800028 0.0019110156921669842 0.0071494619551770115 0.0099330775330171879 0.0078032913090040294 0.0007434391723945737 0.0042204303717864981 0.01111029839823739 0.0084744740064447138 -4.8095250635274822e-05 0.0035378112470910148 -0.0055272256894765993
leaf_weight=21 21 86 29 44 24 28 23 42 40 46 24 29 36 20 20 20 36 170 21 91 27 34 30 25 1763 26 28 35 259 23
leaf_count=21 21 86 29 44 24 28 23 42 40 46 24 29 36 20 20 20 36 170 21 91 27 34 30 25 1763 26 28 35 259 23
internal_value=0 0.00385676 0.000608745 0.00398189 0.00404247 0.00416431 0.00219544 0.00138029 0.000432944 0.00410783 0.00405827 0.000766252 0.00201145 0.00383094 0.00415208 0.00401865 0.00554556 0.00624789 0.00406569 0.00206347 0.00310964 0.00418882 0.00663381 0.00459427 0.00408784 0.00731731 0.00401584 0.00395582 0.00402435 0.00279846
internal_weight=0 3100 115 2985 2941 2759 182 159 138 2731 2707 75 96 60 2632 2402 230 194 2382 138 118 2244 89 55 2155 47 2108 2080 2045 282
internal_count=3121 3100 115 2985 2941 2759 182 159 138 2731 2707 75 96 60 2632 2402 230 194 2382 138 118 2244 89 55 2155 47 2108 2080 2045 282
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=31
num_cat=0
split_feature=4 3 1375 12 10 124 14 3 13 132 52 150 42 2 42 3 401 484 484 49 43 43 16 4 4 474 474 484 3 1455
split_gain=0.124186 0.0695348 0.0621338 0.062077 0.061939 0.0582045 0.0550704 0.073927 0.0493419 0.116636 0.0898094 0.0564514 0.0505928 0.0685836 0.0753736 0.0726933 0.0635231 0.0599504 0.126393 0.0873115 0.0871292 0.136997 0.051295 0.0642814 0.102648 0.0792238 0.109982 0.123273 0.0788645 0.0716845
threshold=0.26450500000000005 0.63141500000000017 -0.27302499999999996 -0.10022999999999999 -0.15282499999999996 -0.085309999999999983 -0.24175999999999997 0.32202000000000003 0.038215000000000006 0.090650000000000022 0.40674500000000008 0.13361500000000004 -0.079539999999999986 0.083995000000000014 -0.090684999999999988 -0.090569999999999984 0.021890000000000003 0.087235000000000021 0.085595000000000018 0.11560500000000001 -0.083434999999999995 -0.08756499999999999 -0.5224049999999999 -0.021294999999999998 -0.017809999999999996 0.090685000000000016 0.081755000000000008 -0.081614999999999979 -0.092174999999999993 0.10582500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 -4 8 11 10 -10 12 13 14 15 -8 -15 18 22 20 21 -19 -14 29 -25 26 28 -28 -26 -24
right_child=1 -3 6 4 5 -7 7 -9 9 -11 -12 -13 17 16 -16 -17 -18 19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.00072172519867308438 0.0054992875214615513 -0.0039919875049963596 0.0082908275734203379 -0.0033147674364348255 -0.002986731386044994 0.0023565147446448376 0.0086570864223176613 -0.0023907524137757718 0.0035482067169255714 -0.0045639303047209983 -0.0020675533330969274 0.0091832629661075787 0.0072770332703618592 0.004665492959611584 0.012086402171291411 0.0014602822421584279 -0.0011003963965257365 0.0052063244053473078 -0.0026540675887541843 -0.00033218539446470854 0.0045637130554037003 0.015595616451041265 0.003895422892452087 -0.0039342895749458961 -0.0030194334516471084 -0.0012573220471783384 0.013752830881858245 0.0041766643265784692 0.0030839098433548266 0.0090305100827078738
leaf_weight=32 46 20 26 24 22 278 32 20 350 21 31 20 37 212 25 25 21 30 33 23 101 22 934 22 22 41 20 41 562 28
leaf_count=32 46 20 26 24 22 278 32 20 350 21 31 20 37 212 25 25 21 30 33 23 101 22 934 22 22 41 20 41 562 28
internal_value=0 0.00175122 0.00365884 0.00206166 0.00157361 0.00196468 0.00371077 0.00366622 0.00371188 0.00269138 0.00309128 0.00389413 0.00384672 0.00502117 0.00750846 0.00550059 0.00414582 0.00365363 0.00347573 0.00541243 0.006276 0.00960179 0.00359423 0.00351264 0.00278944 0.00300507 0.00327601 0.00731639 0.00285399 0.00404488
internal_weight=0 390 2731 370 324 300 2699 2673 2653 402 381 2251 2231 315 82 57 233 1916 1740 176 153 52 1707 1670 708 686 645 61 584 962
internal_count=3121 390 2731 370 324 300 2699 2673 2653 402 381 2251 2231 315 82 57 233 1916 1740 176 153 52 1707 1670 708 686 645 61 584 962
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=31
num_cat=0
split_feature=96 3 132 48 48 4 15 4 50 3 3 150 147 13 148 3 157 43 3 132 15 1416 12 133 0 16 456 151 159 159
split_gain=0.112135 0.0892408 0.0754524 0.0627541 0.0606168 0.0503862 0.0772525 0.0473774 0.0673971 0.0625224 0.0693151 0.0605301 0.0878956 0.0993639 0.0788585 0.0623014 0.0626524 0.0543099 0.0528971 0.0724578 0.0625795 0.0505867 0.0502791 0.0488652 0.0483307 0.0475036 0.0906294 0.0882093 0.061547 0.064796
threshold=0.090365000000000015 0.30112000000000005 0.10613500000000002 0.14174500000000004 -0.22597999999999999 0.0033150000000000007 -0.41942499999999994 0.042705000000000007 -0.23848499999999997 0.12745000000000004 0.10732000000000001 0.12083000000000001 1.0000000180025095e-35 0.10935500000000002 -0.07990499999999999 0.076840000000000006 -0.077234999999999984 -0.24021999999999996 -0.094874999999999987 0.078465000000000021 -0.21699999999999997 1.0000000180025095e-35 0.090695000000000012 0.086085000000000009 -0.081894999999999982 -0.0073349999999999986 0.087225000000000011 -0.085604999999999987 0.13810000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -7 8 -6 10 21 12 13 15 -14 16 -9 -15 19 22 23 25 -18 -20 -25 28 -27 -28 29 -10
right_child=-2 2 -4 -5 7 6 -8 11 9 -11 -12 -13 14 17 -16 -17 18 -19 20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0085236616369167521 -0.0042043230851136508 0.0019058803441779069 0.0057148717100853515 -0.00055383676663041121 0.0086360780820250501 0.0021559184861623427 -0.0053269847308763784 -0.0026930817292027532 0.0035857002592726648 0.0081976550174187174 -0.0022288588193160566 0.0064941646899872767 0.0024038576055318119 0.0023717002516301972 -0.0062722038731656288 0.0060689488893452409 0.010884922719560564 -0.0038045617502315771 -0.0033667269517599348 0.00074197200751355426 0.0030819343950448407 0.0074905027234247737 0.004266481008380652 -0.0010960570676252248 0.0054113908271704409 0.0023469823559907339 0.011848033303394914 0.0036433016313056122 -0.0015631539051272824 0.0062895439327449384
leaf_weight=22 21 45 23 43 25 22 37 21 1322 27 22 36 20 24 22 60 24 35 29 22 296 30 22 25 21 650 20 38 22 95
leaf_count=22 21 45 23 43 25 22 37 21 1322 27 22 36 20 24 22 60 24 35 29 22 296 30 22 25 21 650 20 38 22 95
internal_value=0 0.00312775 0.000531799 0.00323864 0.0032943 -0.000614458 -0.00253675 0.00325474 0.0034728 0.00341481 0.00335609 0.00250761 0.00227651 0.00259693 -0.00214075 0.0030382 0.00264288 -0.00129218 0.00289813 0.00546212 0.00242818 0.00341253 0.00771958 -0.000151964 0.00187473 0.00335555 0.00268495 0.00647252 0.00368549 0.00376697
internal_weight=0 3100 127 2973 2930 104 59 2908 2251 2226 2199 657 621 579 42 520 460 59 439 68 371 2177 46 75 46 2147 708 58 1439 1417
internal_count=3121 3100 127 2973 2930 104 59 2908 2251 2226 2199 657 621 579 42 520 460 59 439 68 371 2177 46 75 46 2147 708 58 1439 1417
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=31
num_cat=0
split_feature=96 3 52 47 46 146 48 150 0 473 11 12 4 393 403 15 15 15 1455 1455 2 158 0 48 48 475 157 475 16 1209
split_gain=0.0908292 0.0749213 0.0743416 0.0531284 0.0534053 0.0625567 0.0497551 0.0449808 0.0892171 0.0485209 0.0457381 0.0659401 0.0587011 0.0472434 0.0846703 0.0449315 0.0599998 0.0446093 0.0422118 0.0640692 0.101766 0.0677816 0.0458181 0.0425261 0.0463716 0.0439477 0.115911 0.0923516 0.0786292 0.0664835
threshold=0.090365000000000015 0.31370500000000007 0.056145000000000007 0.14174500000000004 0.084955000000000017 0.085195000000000007 0.15068000000000001 -0.099594999999999975 -0.14723999999999998 -1.0000000180025095e-35 0.106895 -0.12529499999999996 0.40124500000000002 0.10358500000000001 -0.084674999999999986 -0.079929999999999987 -0.30407999999999996 -0.46471999999999997 -0.23681499999999997 -0.088874999999999982 0.084055000000000005 -0.4686749999999999 -0.082184999999999994 0.11714000000000001 0.10168500000000001 -0.088274999999999978 -0.072409999999999988 -0.085684999999999997 -0.010264999999999998 0.083050000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 5 6 7 8 -1 -9 11 -11 13 18 -15 16 -3 -14 22 20 -20 -21 -13 24 25 26 -23 28 -27 -29
right_child=-2 2 -4 -5 -6 -7 -8 9 -10 10 -12 12 17 14 -16 -17 -18 -19 19 21 -22 23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.0048094280445101587 -0.0037838907790414635 -0.003227271218425953 0.0044546908442059472 -0.0015097593803484752 0.0068294052841208347 0.007691192592028529 -0.0017771977931261063 0.0072427716491242442 0.0040068647130889678 0.0076806479470868565 -0.001862217616289854 0.0095523677906021488 0.0030588054723921232 0.0019822483547172992 0.0090426447269107615 -0.005187964159995318 0.0036339816988911477 5.1458229256026885e-06 -0.0061763609596528117 0.0073325057653710257 0.0030959090892353964 -0.0059199527255259458 0.0029390921850625256 0.0060920690457129329 0.00064295018832047433 0.011853627210837745 0.002570681720148636 0.0027459777106683 0.0041924519758558257 0.004751865662510883
leaf_weight=22 21 26 29 27 35 27 23 26 24 29 20 20 80 33 35 23 25 119 20 35 29 20 22 41 92 21 82 1897 37 181
leaf_count=22 21 26 29 27 35 27 23 26 24 29 20 20 80 33 35 23 25 119 20 35 29 20 22 41 92 21 82 1897 37 181
internal_value=0 0.00281497 0.000163139 0.00290611 0.00294626 0.00289995 0.00285546 0.0028924 -0.000209623 0.00294266 0.00290291 0.00293704 0.00288726 0.00301563 0.00561628 -0.00151868 0.000136088 0.00123275 0.0029448 0.00289103 -0.000688691 0.00296393 0.00608827 0.00289944 0.00284326 0.00293371 0.000905851 0.00303055 0.00696633 0.0029207
internal_weight=0 3100 103 2997 2970 2935 2908 2885 46 2839 2813 2793 2764 2565 68 74 51 199 2497 2455 49 2406 42 2371 2330 2238 102 2136 58 2078
internal_count=3121 3100 103 2997 2970 2935 2908 2885 46 2839 2813 2793 2764 2565 68 74 51 199 2497 2455 49 2406 42 2371 2330 2238 102 2136 58 2078
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=31
num_cat=0
split_feature=0 11 9 34 1 1186 1348 1456 401 1213 394 403 4 3 3 131 131 15 12 3 1177 2 12 43 1212 2 402 3 403 42
split_gain=0.0812174 0.0668877 0.0780928 0.0756095 0.0735303 0.142327 0.0664776 0.0666091 0.0666455 0.0733841 0.0659002 0.0675115 0.0989777 0.0823492 0.0603299 0.053441 0.0713776 0.0658885 0.0661497 0.0642143 0.0544565 0.0530373 0.061993 0.056043 0.0687379 0.0804816 0.0753971 0.0843291 0.0637522 0.0689219
threshold=0.18019500000000002 0.10553000000000001 0.10860500000000002 -0.112215 0.086920000000000011 0.060550000000000007 0.091105000000000005 -0.00059999999999999995 0.11061500000000002 0.0036000000000000003 -0.083324999999999982 -0.062634999999999982 -0.081114999999999979 -0.080734999999999987 -0.24190499999999995 1.0000000180025095e-35 0.086090000000000014 0.084050000000000014 0.089735000000000023 0.10732000000000001 -0.047249999999999993 0.082275000000000015 0.085325000000000012 0.0016850000000000001 0.090240000000000015 0.086100000000000024 -0.085859999999999978 -0.082284999999999983 -0.5492149999999999 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 6 7 -6 9 10 -9 12 -12 -14 -13 19 -17 18 -18 20 -5 22 -22 24 26 -26 27 -23 -28 -30
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 11 14 13 -15 -16 16 17 -19 -20 -21 21 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0085279776803439573 -0.0022287897409922963 0.0078072405265023313 -0.003720874758437276 0.0073374223116283808 0.0051070521363975763 -0.0048941973883969087 -0.0033663688693195584 -0.0035486809887169376 0.0069901598962202952 -0.0033816305389896468 0.0097144322728531241 0.0055324491562454836 -0.00067619828286727803 0.0056788445142790973 0.0016524308508280555 0.0098530834540724761 0.0090839158795360062 0.0019912846735678615 0.0032094828790144589 -0.0027677072544715236 0.0073770381110793391 0.011912977732717992 0.0021183556551113724 0.0013736094672649832 -0.005286308540304336 0.002009482941691574 0.0080058813327923417 0.0035842632814761135 0.0029563755960028311 -0.0013308890223598633
leaf_weight=21 36 24 20 26 73 30 22 21 26 26 27 42 38 44 874 22 36 92 41 21 51 20 40 306 21 54 24 31 973 39
leaf_count=21 36 24 20 26 73 30 22 21 26 26 27 42 38 44 874 22 36 92 41 21 51 20 40 306 21 54 24 31 973 39
internal_value=0 0.00254862 0.00250739 0.00254835 0.00250677 0.00190865 0.00207972 0.00218204 0.00198757 0.00186624 0.00199668 0.00211029 0.00446297 0.00273382 0.00183034 0.00291384 0.00449516 0.00379768 0.00595597 0.00272578 0.00279856 0.00272287 0.00506553 0.00257765 0.00289472 -3.33387e-05 0.00309674 0.00685043 0.00291196 0.00279115
internal_weight=0 3085 3061 3041 3020 1223 1193 1171 1098 1072 1046 1025 109 82 916 1797 191 169 77 1606 1585 1559 91 1468 1162 75 1087 51 1036 1012
internal_count=3121 3085 3061 3041 3020 1223 1193 1171 1098 1072 1046 1025 109 82 916 1797 191 169 77 1606 1585 1559 91 1468 1162 75 1087 51 1036 1012
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=31
num_cat=0
split_feature=2 16 146 1 399 148 1 11 4 158 3 2 151 51 133 12 16 4 4 1 51 1 15 11 1429 474 1429 160 15 1348
split_gain=0.071242 0.11665 0.0461632 0.0570351 0.107018 0.0593388 0.0534923 0.089522 0.0549142 0.0631352 0.0478598 0.0738737 0.0609942 0.0585162 0.046947 0.0566677 0.0661603 0.0579585 0.0689216 0.0607338 0.0446911 0.0497399 0.0399529 0.0806753 0.0404111 0.0459448 0.0663064 0.129597 0.150247 0.0561012
threshold=0.17025000000000004 -0.11118499999999999 0.085195000000000007 0.095695000000000016 1.0000000180025095e-35 -0.085409999999999986 0.096575000000000008 0.099410000000000012 -0.0086549999999999978 -1.0000000180025095e-35 0.14121000000000003 0.11293500000000002 -0.08718999999999999 0.10681500000000001 0.094195000000000015 0.096475000000000019 -0.25582999999999995 0.0052350000000000009 0.26790000000000008 0.111945 -0.16666999999999996 0.10557500000000002 -0.11033999999999998 0.086080000000000018 -0.092414999999999983 0.10451000000000001 0.084770000000000012 -0.063384999999999983 -0.0072999999999999992 0.08388000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 22 5 -5 -7 8 10 -10 11 12 -8 20 15 17 -17 -11 -19 -20 -14 -22 -1 24 -24 26 29 28 -28 -26
right_child=1 -3 -4 4 -6 6 7 -9 9 14 -12 -13 13 -15 -16 16 -18 18 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00397350885374989 0.0034124599526297646 -0.0047652917234478776 0.0063582588619153424 -0.0036059693875722591 -0.0048708491846919067 -0.0020942207775078714 0.0076282123504206548 0.0079641594067215923 -0.0041472622941087353 -0.0012034291191957893 -0.00038986026423420603 0.0093388203161885036 0.0057339590392075481 0.0072234747095287532 -0.0017112063598774729 -0.0050359168824797964 0.0014655484605140779 0.00516823451464742 -0.0012364303436586442 0.0028322923945841919 0.0025773185174831929 -0.0012231463688964907 0.006650898581289727 -0.0037472070460872991 0.0024265376457989858 0.0052581659534813039 0.0011964840986322435 0.0042334473443528019 -0.0081620572728971982 0.006651379598770291
leaf_weight=180 33 37 28 20 25 32 25 25 21 40 36 20 24 22 42 24 45 89 49 146 87 57 23 21 1766 56 42 45 29 32
leaf_count=180 33 37 28 20 25 32 25 25 21 40 36 20 24 22 42 24 45 89 49 146 87 57 23 21 1766 56 42 45 29 32
internal_value=0 -0.000910066 0.00231653 0.0022791 0.00157247 0.00177282 0.00191003 0.00208042 0.0018781 0.00120809 0.00300548 0.00352562 0.00298486 0.00237389 0.00146663 0.00180624 -0.000795831 0.00236039 0.00286233 0.0018099 0.00173882 0.00107297 0.0025461 0.00241852 0.00248349 0.00243483 0.00235223 3.4981e-05 -0.00262602 0.00250173
internal_weight=0 70 3051 3023 829 804 784 752 727 456 271 235 215 190 435 393 69 324 284 195 168 144 2194 2014 1993 1970 1914 116 71 1798
internal_count=3121 70 3051 3023 829 804 784 752 727 456 271 235 215 190 435 393 69 324 284 195 168 144 2194 2014 1993 1970 1914 116 71 1798
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 14 1 4 0 150 52 40 12 1 49 0 475 0 4 1 16 1 43 1 150
split_gain=27.0198 4.56956 2.21229 1.89602 1.75519 1.2898 1.13733 0.87798 1.06586 0.69191 0.591754 0.588848 0.449633 0.54705 0.447433 0.362645 0.349523 0.339431 0.308686 0.308335 0.303689 0.297235 0.276706 0.27614 0.275672 0.272588 0.271125 0.246183 0.218106 0.207519
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099515000000000006 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.09253500000000002 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.52606999999999993 -0.077714999999999992 0.087695000000000009 0.16175000000000003 -0.054984999999999992 -0.14832499999999996 -0.066784999999999983 -0.061629999999999997 -0.52556499999999995 0.089770000000000016 -0.052894999999999991 0.13436000000000001 -0.065269999999999981 0.11910500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 10 16 -8 -9 21 12 -4 13 -1 20 -2 -3 23 -6 -17 -14 -7 -19 -15 -25 -22 -10 -24 -5 -23
right_child=1 4 11 28 18 9 7 8 26 -11 -12 -13 14 17 -16 19 -18 22 -20 -21 25 29 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00085903625550282753 0.0010589449715261319 0.00046287625016894039 0.00091992341338591307 0.00064140151443532083 0.00028776743419849858 0.0010856189033910685 0.00098588223550833895 0.00090164202880236059 0.00053200261892416664 0.00070116734832184374 0.0012102897921951932 0.00059789900505709921 0.0011990876452706886 0.0013091948745297451 0.00068118101560283261 0.00064812849662573791 0.00022736062648176563 0.0010322424522281846 2.3758550258014215e-05 0.00091023925582275672 0.00099233971724203341 0.00094142358274973783 0.00071130135334005536 0.0010829128855511093 0.00087332679320345909 0.00079288747776063394 0.00030961054209102358 0.0010152679100201355 0.00044106882296637823 0.00074027053173544475
leaf_weight=59 49 47 34 48 90 54 20 30 173 48 76 61 21 20 22 22 50 782 21 80 117 323 20 692 25 34 24 21 37 21
leaf_count=59 49 47 34 48 90 54 20 30 173 48 76 61 21 20 22 22 50 782 21 80 117 323 20 692 25 34 24 21 37 21
internal_value=0 0.000567045 0.00100646 0.000788445 0.000452209 0.00101839 0.000521387 0.000592041 0.000557341 0.000923554 0.00104079 0.00071315 0.00103368 0.00104437 0.000944478 0.000920306 0.000341476 0.00105138 0.00023782 0.000853706 0.000978156 0.000950374 0.00102401 0.00108194 0.00107561 0.00094743 0.000504909 0.000866992 0.000554198 0.000929144
internal_weight=0 691 2430 236 455 2335 344 247 227 446 1889 95 1813 1619 194 151 97 1560 111 102 172 398 823 737 717 151 197 41 85 344
internal_count=3121 691 2430 236 455 2335 344 247 227 446 1889 95 1813 1619 194 151 97 1560 111 102 172 398 823 737 717 151 197 41 85 344
is_linear=0
shrinkage=0.00196078


Tree=5356
num_leaves=31
num_cat=0
split_feature=2 0 39 30 121 33 34 33 15 151 1375 43 4 15 0 42 133 474 13 399 52 4 12 129 0 39 457 42 15 123
split_gain=0.091447 0.0686695 0.061673 0.0511462 0.0542207 0.0567809 0.0449326 0.0445707 0.0397695 0.0488385 0.0993021 0.101365 0.0785203 0.15778 0.221237 0.148388 0.126451 0.0972771 0.127734 0.0773942 0.065763 0.0577812 0.0573266 0.0550468 0.0534982 0.0508277 0.0500561 0.0610843 0.0827723 0.0496995
threshold=0.13404500000000005 0.034820000000000011 -1.0000000180025095e-35 0.086065000000000016 -0.081149999999999986 -0.012019999999999998 -0.082914999999999989 0.082285000000000011 0.083195000000000005 -0.089594999999999994 -0.27302499999999996 -0.52440999999999993 -0.42529999999999996 -0.0063699999999999989 -0.14832499999999996 -0.010544999999999997 0.085265000000000021 0.087265000000000023 -0.06884499999999999 0.086815000000000017 0.093665000000000012 -0.031404999999999995 -0.12529499999999996 0.096450000000000022 -0.23811499999999999 0.087015000000000009 0.032140000000000009 0.083715000000000026 -0.036009999999999993 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -5 8 9 21 -11 -12 20 19 -15 -16 17 18 -17 22 -13 -7 -14 24 -24 -26 -23 28 -28 -27
right_child=1 -3 -4 6 5 7 -8 -9 -10 10 11 12 13 14 15 16 -18 -19 -20 -21 -22 26 23 -25 25 29 27 -29 -30 -31
leaf_value=0.0078587107674178217 -0.0037878419063054024 -0.004031512515619398 0.0020402871063280484 0.0022991690160577291 -0.0020768279040401633 0.0091311146549525723 -0.0028030236085344641 0.0065695306405957263 0.0034588528855569152 -0.0045175887411460286 -0.0043206687794909594 0.003924868371475234 0.0072138620668181011 0.0092673014011234039 0.0048083000628349297 -0.0038232421904103829 0.002518102557111818 0.00064739516004920007 -0.012935179676860571 -0.0018698024248485182 0.0096860683953349028 0.0016655020688439868 -0.00074987984325334026 -0.0011074737412855029 0.0033231909558225936 -0.0015213315785248679 0.0065782182707240988 0.008349932427275537 -0.0010726788188689031 0.0039932428321872767
leaf_weight=23 20 25 197 45 22 21 28 35 1055 20 21 143 31 20 26 40 26 20 25 34 23 76 37 34 911 44 31 36 26 26
leaf_count=23 20 25 197 45 22 21 28 35 1055 20 21 143 31 20 26 40 26 20 25 34 23 76 37 34 911 44 31 36 26 26
internal_value=0 0.000931372 0.00150313 0.00295534 0.00302332 0.00298336 0.000342164 0.00302368 0.00297815 0.00267466 0.00248102 0.00257683 0.00267741 0.00241086 -0.000557508 -0.00199179 -0.0035846 -0.00545131 -0.00732783 0.00282808 0.00472311 0.00418402 0.00297557 0.00285068 0.00298288 0.00312366 0.00356929 0.00512508 0.00308834 0.000526939
internal_weight=0 242 217 2879 2806 2783 73 2761 2726 1671 1481 1461 1440 1274 157 137 111 85 65 1117 166 190 1083 1052 1018 981 169 93 57 70
internal_count=3121 242 217 2879 2806 2783 73 2761 2726 1671 1481 1461 1440 1274 157 137 111 85 65 1117 166 190 1083 1052 1018 981 169 93 57 70
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=31
num_cat=0
split_feature=96 3 132 1212 1212 1213 47 46 39 13 42 15 0 13 1 13 48 48 4 151 151 483 4 483 1454 133 51 149 149 1443
split_gain=0.0763775 0.0665625 0.0652874 0.0410631 0.0730444 0.0508664 0.0430063 0.044141 0.0477702 0.0736474 0.0547384 0.0541218 0.0408019 0.0508302 0.0859001 0.0610746 0.0559525 0.0587524 0.0627021 0.0720016 0.0617913 0.0496418 0.0489948 0.0456961 0.0586123 0.0698643 0.0468596 0.0447393 0.0840186 0.0473001
threshold=0.090365000000000015 0.31370500000000007 0.10613500000000002 0.12218000000000002 0.11387000000000001 0.099360000000000018 0.14174500000000004 0.084955000000000017 0.10076500000000001 0.27020000000000005 -0.079539999999999986 -0.089964999999999976 0.16094000000000003 0.10820000000000002 0.095950000000000021 0.14871000000000004 -0.22597999999999999 -0.031249999999999997 -0.0029599999999999995 -0.086824999999999986 -0.079914999999999986 0.13667500000000002 0.36766000000000004 -0.095084999999999989 0.083800000000000013 0.088525000000000006 -0.0064149999999999997 0.07770500000000001 0.089830000000000007 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 8 9 12 -10 -12 13 16 15 -15 -1 18 19 -18 -20 23 -16 24 25 26 -19 29 -29 -25
right_child=-2 2 -4 5 -6 -7 -8 -9 10 -11 11 -13 -14 14 22 -17 17 21 20 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.007843503638702844 -0.0034918886055016803 -0.0012901968703988586 0.0047551952464425055 0.0023430753332961884 -0.0027942735068500046 0.0077344114216144335 -0.00141448345821118 0.0062005288925554075 0.0042132629555296794 0.0070790603070666914 0.00082796195616400897 -0.0050722458288708534 0.005856854210679348 -0.0019950545190469079 -0.0060134667827261854 0.0039143077117767293 -0.001009335000097992 0.010974756887970637 0.00088410726474488484 0.0054473114014865877 -0.0057431301955754559 0.0075009641195224091 0.0003818460365291685 0.0026146576358850229 0.0001244401614669533 0.00096063916804268968 0.0052982433487407188 0.010428617724738572 0.0025092365744844632 -0.0015969362817014809
leaf_weight=21 21 80 23 35 25 35 26 35 29 38 53 22 39 23 23 73 31 26 34 39 24 22 25 2160 21 20 33 21 37 27
leaf_count=21 21 80 23 35 25 35 26 35 29 38 53 22 39 23 23 73 31 26 34 39 24 22 25 2160 21 20 33 21 37 27
internal_value=0 0.00255928 5.97451e-05 0.00264518 0.00258794 0.00503874 0.0026343 0.00267091 0.00262742 0.00270735 0.000523819 -0.000902766 0.0026458 0.00259872 0.00077149 0.00249852 0.0027033 0.00266004 0.000573283 0.00258794 -0.0018582 0.00277289 -0.00268257 0.00272853 0.00482012 0.00606834 0.00779976 0.00263536 0.0053766 0.00256266
internal_weight=0 3100 103 2997 2927 70 2902 2876 2841 2737 104 75 2699 2660 144 96 2516 2495 128 70 58 2367 48 2345 100 79 59 2245 58 2187
internal_count=3121 3100 103 2997 2927 70 2902 2876 2841 2737 104 75 2699 2660 144 96 2516 2495 128 70 58 2367 48 2345 100 79 59 2245 58 2187
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=31
num_cat=0
split_feature=0 31 160 12 105 14 11 16 4 0 52 1 43 1 151 151 1 1443 43 51 157 48 0 131 159 403 42 156 160 484
split_gain=0.0676539 0.0634682 0.0924349 0.111572 0.0449337 0.049718 0.0785918 0.054094 0.0586206 0.0518449 0.0409206 0.051677 0.0447953 0.0336449 0.0427716 0.042242 0.062045 0.0395198 0.0489356 0.0427428 0.108997 0.0557079 0.0746458 0.0439402 0.0604373 0.0645134 0.0711537 0.0519586 0.0477768 0.09455
threshold=0.18019500000000002 -0.018414999999999997 0.08325500000000001 -0.082514999999999991 0.080965000000000023 0.10189000000000002 0.10553000000000001 -0.56967999999999985 0.2623950000000001 0.030935000000000004 0.039215000000000007 0.10374500000000002 0.0061450000000000003 0.14173500000000003 0.26900000000000007 0.084350000000000008 0.07863500000000001 0.090755000000000016 -0.53814999999999991 0.24916000000000002 -0.41266499999999995 0.11619500000000001 -0.070154999999999981 1.0000000180025095e-35 0.11361500000000001 -0.50388999999999984 0.090835000000000013 0.084715000000000013 -0.089744999999999978 -0.073334999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3 13 10 11 -10 -13 14 15 17 -17 18 -9 21 -21 23 -23 28 25 -25 27 -27 29 -20
right_child=-2 4 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00082906765086148435 -0.0020432819276013309 0.0072935220594941216 0.0049495424548892872 -0.0081636401528323247 0.0071160592144588006 -0.002172841306310147 0.0084928684612913512 0.0070346844853096018 -0.0039807549842376388 0.0051936084745518333 0.0024653977079256238 0.0012191876400662941 -0.0030565332797966131 -0.00079655929829084099 -0.0016837988262219977 0.0026334267016500236 0.0094105531906031759 -0.00099578089721035217 0.0082747006607759334 0.0038385783107234882 -0.005847784402292399 0.0081116106835543191 0.001057260799764966 -0.0013068291966034018 -0.0010138049448089857 0.0045155158486877593 0.0012901726849068999 0.0098197852075099946 0.0020756693738730662 0.0027818962658153201
leaf_weight=37 36 22 23 22 20 24 21 24 29 28 92 158 29 31 24 35 22 32 36 26 21 40 24 23 28 241 68 20 1643 242
leaf_count=37 36 22 23 22 20 24 21 24 29 28 92 158 29 31 24 35 22 32 36 26 21 40 24 23 28 241 68 20 1643 242
internal_value=0 0.002317 -0.000427867 -0.00252415 0.00239195 0.00236028 0.00239704 0.00235347 0.0023162 0.00107377 0.000699243 -5.30079e-05 0.000556108 0.00247801 0.00251783 0.00255777 0.00524916 0.00249561 0.00254147 0.00249676 -0.000489371 0.00255611 0.00546623 0.00247517 0.00345769 0.00381338 0.00417133 0.00492197 0.00228081 0.00349319
internal_weight=0 3085 82 59 3003 2983 2959 2938 2916 336 308 216 187 2580 2549 2525 57 2468 2436 2412 47 2365 64 2301 380 352 329 261 1921 278
internal_count=3121 3085 82 59 3003 2983 2959 2938 2916 336 308 216 187 2580 2549 2525 57 2468 2436 2412 47 2365 64 2301 380 352 329 261 1921 278
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 15 14 2 0 2 48 1429 4 52 1 1 4 4 0 15 16 3 0 4 40
split_gain=18.8005 2.34083 2.0327 1.26787 1.14446 0.950557 0.74686 0.622509 0.762764 0.511246 0.474687 0.435693 0.405346 0.382531 0.336376 0.290289 0.277254 0.265439 0.247089 0.24521 0.226526 0.219929 0.213672 0.274212 0.234958 0.255019 0.210674 0.206743 0.194991 0.193463
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.095330000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.16363499999999997 0.13592500000000005 0.076175000000000007 0.10402500000000002 -0.068189999999999987 0.098035000000000011 0.084855000000000014 -0.015219999999999999 0.24564500000000003 -1.0000000180025095e-35 0.12958500000000003 0.16175000000000003 -0.082769999999999982 -0.17966999999999997 -0.23194499999999998 -1.0000000180025095e-35 -0.034884999999999992 -0.14847999999999997 -0.14001499999999997 -0.04890499999999999 -0.077714999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 16 7 11 29 19 -5 17 21 13 15 22 -11 -2 26 -14 -9 -7 -4 -1 -24 25 -25 -8 -23 -10 -3
right_child=1 5 6 9 -6 20 10 8 28 12 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010817188937384803 0.0010244341909141676 0.00045027285366450425 0.00099046001190904978 0.0009017299796018947 0.00051287435435418041 0.00031743753422164316 0.001023799480468619 0.00092719492507490882 0.00067207706690418953 0.00087708172605566843 0.00063081788471321663 0.0011411159298148413 0.00036175006519686552 0.00049418975924159963 0.00078122195945122216 0.00066347043704913233 0.0007788812519661871 0.00067884558994396062 0.00061009415364631002 0.00062721182537429465 8.7691892032362836e-05 0.00077247433251045785 0.0011049134947227386 0.00079987101795868419 0.00068628608875567353 0.0010731142793410744 0.00088149951032152039 0.00094016442912513425 0.00046628108463929089 0.0002680491242143843
leaf_weight=37 22 42 378 35 74 77 44 22 20 47 30 47 24 25 63 51 90 23 43 20 21 29 21 29 23 24 440 1118 154 48
leaf_count=37 22 42 378 35 74 77 44 22 20 47 30 47 24 25 63 51 90 23 43 20 21 29 21 29 23 24 440 1118 154 48
internal_value=0 0.000520073 0.00090875 0.000784527 0.000702094 0.000436271 0.000933607 0.000490095 0.000547182 0.000683961 0.000870475 0.000955173 0.000643845 0.000710688 0.000899388 0.000765917 0.000827115 0.000884656 0.000521135 0.000784346 0.000268206 0.000949442 0.000954943 0.000906585 0.000851784 0.000923604 0.000894436 0.000935925 0.000489936 0.000353087
internal_weight=0 590 2531 422 186 404 2109 306 216 225 537 1572 190 123 197 98 112 507 67 42 98 1525 134 97 76 53 484 1147 174 90
internal_count=3121 590 2531 422 186 404 2109 306 216 225 537 1572 190 123 197 98 112 507 67 42 98 1525 134 97 76 53 484 1147 174 90
is_linear=0
shrinkage=0.00196078


Tree=5360
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 1 2 0 49 4 1 49 1 150 4 0 40 1 1 3 0 160 4 11 50
split_gain=24.5081 3.8765 2.02314 1.65646 1.47734 1.23816 0.841592 0.716241 0.608464 0.673453 0.597035 0.584877 0.525201 0.701253 0.515621 0.375131 0.370823 0.352441 0.338845 0.253344 0.325588 0.247385 0.246155 0.228908 0.225421 0.22239 0.217947 0.207128 0.165321 0.154853
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 1.0000000180025095e-35 0.092845000000000025 0.14122000000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.16175000000000003 -0.054984999999999992 0.085345000000000018 1.0000000180025095e-35 -0.55119499999999988 -0.079119999999999982 -0.077714999999999992 0.13075500000000004 0.11669000000000002 -0.12711499999999995 -0.14454499999999995 0.085130000000000011 0.053925000000000008 0.084680000000000019 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 21 12 -8 -10 -4 18 13 17 19 -6 -2 25 27 -14 29 -3 -5 -11 -22 -1 -19 -7 -18 -21
right_child=1 4 10 22 15 11 8 -9 9 23 -12 -13 14 -15 -16 -17 28 26 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010336381686724423 0.000611196917728644 0.00041128223172793096 0.00084474882132916157 0.00056008086509369548 0.00025643912898295422 0.00091237961788092671 0.00079650598570328796 0.0011469673119308534 0.00076077997903613477 0.00050188428417393956 0.00052805536877047394 0.00062472460580351023 0.0011856180251368178 0.0010798296624538945 0.00083277953420093356 -3.4600466030652451e-05 0.00083749324943075201 0.00054347270393978562 0.00066859011343540315 0.00099302634219194572 0.00076176171355387746 0.00021203686227547186 0.00032512175719698078 0.00035977338728947526 0.000933670401200673 0.00077054936317057384 0.00078690339155146794 0.00081408792978052591 0.00099873847554780479 0.0009171492920812133
leaf_weight=21 23 46 37 60 90 291 28 76 30 106 60 41 21 35 110 21 87 31 30 1026 32 50 24 74 351 30 26 115 34 115
leaf_count=21 23 46 37 60 90 291 28 76 30 106 60 41 21 35 110 21 87 31 30 1026 32 50 24 74 351 30 26 115 34 115
internal_value=0 0.000503873 0.000926365 0.000711773 0.000397353 0.000937815 0.000462483 0.000960517 0.000524994 0.000488792 0.000648856 0.000848625 0.000952636 0.00083863 0.000962487 0.000201378 0.00083942 0.000760463 0.00086968 0.000971722 0.000968774 0.000307509 0.00049295 0.000443461 0.000919307 0.00087888 0.000654511 0.000884538 0.000882802 0.000985379
internal_weight=0 673 2448 228 445 2351 334 1874 238 210 97 477 1798 143 1655 111 144 108 436 1545 1524 96 84 180 383 51 57 406 121 1141
internal_count=3121 673 2448 228 445 2351 334 1874 238 210 97 477 1798 143 1655 111 144 108 436 1545 1524 96 84 180 383 51 57 406 121 1141
is_linear=0
shrinkage=0.00196078


Tree=5361
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 43 2 1 2 1 2 1 49 150 4 2 52 1 16 2 0 16 475 2 13 47 47 47
split_gain=31.0344 4.98076 2.92356 2.28865 1.64668 1.63912 1.14684 0.937834 0.774257 0.755069 0.555737 0.527382 0.60468 0.458128 0.448124 0.433138 0.40204 0.40073 0.334284 0.284105 0.259578 0.248331 0.236072 0.232033 0.231053 0.180023 0.174429 0.169337 0.169124 0.168389
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 -0.025214999999999998 0.14122000000000004 0.09253500000000002 0.10613000000000002 0.089770000000000016 0.090425000000000019 0.12656000000000003 -0.054984999999999992 1.0000000180025095e-35 -0.029144999999999997 -0.0091949999999999983 0.048770000000000008 0.13075500000000004 -0.059624999999999991 0.088850000000000012 -0.14116499999999996 -0.082179999999999989 -0.081364999999999979 0.11411 -0.47860499999999995 0.10019500000000002 0.10350500000000001 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 11 13 15 -4 27 21 17 29 -2 24 -12 -13 26 25 22 -1 -18 -15 -7 -5 -6 -9 -16 -3
right_child=1 4 9 19 18 8 -8 10 -10 -11 16 12 -14 23 28 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099741442040791493 0.00059505251759483786 0.00034565754049743704 0.00084081150563444513 0.00065577882650742227 0.00010159346750238495 0.0010181065748400867 0.0012042206684097401 0.00057645163691866133 0.00058385649440335289 0.00048019576786847312 0.00066720816653733164 0.00067024382318783696 0.0006305548313540948 0.00011031975081895631 0.00096140324215363948 0.0006358888029215947 0.00055452687689231945 0.00093993769022659285 0.00025475005325974068 0.00025699068109270526 0.00023518830177284055 0.00094525092704969332 0.00033588894106404262 0.00032686536949054864 0.0008668145731555967 0.00043060026057120719 -0.00011809821502348177 0.00082855201308049402 0.00081292846731803689 0.00054430484138672647
leaf_weight=957 23 75 34 21 33 44 79 21 41 65 24 23 31 52 65 29 39 268 34 24 31 554 37 30 329 39 24 20 54 21
leaf_count=957 23 75 34 21 33 44 79 21 41 65 24 23 31 52 65 29 39 268 34 24 31 554 37 30 329 39 24 20 54 21
internal_value=0 0.000457151 0.000934129 0.000693841 0.000335854 0.000948005 0.000972905 0.000396949 0.000840536 0.000604044 0.000500202 0.000962935 0.000890889 0.000297176 0.000845603 0.000866715 0.000437849 0.000918622 0.000100876 0.000437292 0.000386404 0.000978289 0.000448085 0.000189544 0.000884661 0.000509413 9.09171e-06 0.000699427 0.000894028 0.000389112
internal_weight=0 667 2454 226 441 2355 1912 350 443 99 172 1833 322 178 142 402 131 291 91 84 107 1511 76 82 373 60 57 41 119 96
internal_count=3121 667 2454 226 441 2355 1912 350 443 99 172 1833 322 178 142 402 131 291 91 84 107 1511 76 82 373 60 57 41 119 96
is_linear=0
shrinkage=0.00196078


Tree=5362
num_leaves=31
num_cat=0
split_feature=1 124 33 10 2 10 42 13 376 1375 151 47 4 47 151 12 12 2 402 402 1 0 42 42 3 403 402 48 151 151
split_gain=0.206867 0.0751503 0.0708054 0.0528676 0.083752 0.0524688 0.0515453 0.0724301 0.0537435 0.0506764 0.0864663 0.0483301 0.0467146 0.0453818 0.0726239 0.100123 0.0450143 0.0782609 0.044435 0.0625948 0.0769763 0.0546562 0.0668977 0.0939957 0.0919742 0.0580384 0.0515592 0.047494 0.046574 0.0937661
threshold=0.11846000000000002 -0.027784999999999997 0.082285000000000011 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.0060199999999999993 -0.0093149999999999986 0.049360000000000008 -0.16449999999999998 -0.029339999999999995 0.11518500000000002 0.50996500000000011 0.11227500000000001 -0.14575499999999997 0.083715000000000026 -0.42850999999999995 0.31358000000000003 0.08865000000000002 0.10126500000000001 0.090965000000000004 -0.08867499999999999 0.091205000000000008 0.086665000000000006 -0.086424999999999988 0.13075000000000003 0.095250000000000015 0.10990500000000002 -0.086824999999999986 -0.088484999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 4 5 -2 -1 8 -8 10 -3 -7 -5 14 15 -11 -6 -18 27 26 21 -21 23 24 -23 -26 -20 28 29 -16
right_child=3 2 -4 12 16 11 7 -9 -10 13 -12 -13 -14 -15 18 -17 17 -19 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0049490873007690186 0.001619638078328636 0.004877850087359548 0.01020689482366751 -0.0047647995974070267 0.0057065829518251126 0.0086885010014827319 -0.00041609880960701657 -0.0033286347122931923 0.0045720119091802866 0.013853906570002437 -0.0037310961749790297 0.003213173713135932 0.001576507340024154 0.0021804510346650112 0.0038296372250942383 0.0052236076739684842 0.0014937898364609503 -0.0046178213708723582 0.0064558654402693113 0.0022894309282204825 -0.00052781925010292427 0.0028892270671868965 0.010416739687720753 0.00060237284439305472 0.014179644015384837 0.006652590969488734 0.012431816483678465 0.0075867788911716128 0.0044394360263714568 -0.0039221066096797588
leaf_weight=54 36 28 22 21 20 38 36 27 54 20 20 28 26 77 71 41 165 24 42 38 23 28 34 30 20 21 22 46 1989 20
leaf_count=54 36 28 22 21 20 38 36 27 54 20 20 28 26 77 71 41 165 24 42 38 23 28 34 30 20 21 22 46 1989 20
internal_value=0 0.00442395 0.0045579 0.00186912 0.00234154 0.00469058 0.00239349 0.00121398 0.00257677 0.00450955 0.00129079 0.00636563 -0.00125684 0.00457081 0.00464609 0.00805321 0.00119512 0.000717712 0.00455891 0.00579822 0.00490358 0.00563412 0.00658974 0.00527542 0.00730718 0.0103243 0.0085101 0.00440851 0.00433822 0.00212596
internal_weight=0 2763 2592 358 311 102 171 117 90 2570 48 66 47 2522 2445 61 209 189 2384 258 194 171 133 99 69 41 64 2126 2080 91
internal_count=3121 2763 2592 358 311 102 171 117 90 2570 48 66 47 2522 2445 61 209 189 2384 258 194 171 133 99 69 41 64 2126 2080 91
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 14 1 47 4 2 2 2 4 0 150 15 1 52 2 160 51 160 1 1 41 1447 2 131 0
split_gain=15.96 2.70794 1.71698 1.44928 0.936737 0.891831 0.636332 0.550165 0.52805 0.498231 0.425072 0.391015 0.352508 0.284933 0.201524 0.318757 0.181066 0.184337 0.175018 0.182645 0.288075 0.176483 0.17221 0.157801 0.15573 0.14359 0.192598 0.14202 0.133405 0.124523
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.27834500000000006 0.089775000000000008 0.11474000000000002 0.14285500000000004 0.42051500000000003 -0.13027499999999997 0.081835000000000019 -0.41942499999999994 0.14754500000000001 -0.024714999999999997 0.11682500000000001 -1.0000000180025095e-35 -0.086719999999999978 -0.067824999999999983 0.11588000000000001 0.090540000000000023 0.081560000000000007 -0.082869999999999985 0.09358000000000001 0.09031500000000002 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 18 6 9 27 12 10 24 23 13 -4 15 -12 -14 -18 21 20 -20 -3 -15 -6 -5 26 -16 -1 -2 -7
right_child=1 2 8 5 11 29 -8 -9 -10 -11 14 -13 16 22 25 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082645400482065539 0.00083966916441063357 0.00019762898524866606 0.00042175978167912449 0.00081667441815875858 0.00077899168954573923 0.0006265462688874883 0.00095450618662017432 0.00041351173441049691 0.00049512968588646088 0.00048800491082105193 0.00074710893843855171 0.00041592886587263475 0.00026234525773959517 0.0003895885204819966 0.00090990983706744594 0.00045994658893306137 0.00017987793759891279 -3.6789854365291401e-05 0.00070138002552238166 0.00038125463428121867 0.00044086654909486614 0.00039790245480390455 0.00018964590198685544 0.00060209337349668968 0.00076154489288402525 0.00059507867138759761 0.00075678388595059297 0.00060845360825394223 0.000662937139471372 0.00042610994089243095
leaf_weight=20 52 21 52 1079 47 22 85 56 37 22 42 23 37 22 33 23 36 26 25 55 47 87 67 33 241 20 734 27 24 26
leaf_count=20 52 21 52 1079 47 22 85 56 37 22 42 23 37 22 33 23 36 26 25 55 47 87 67 33 241 20 734 27 24 26
internal_value=0 0.000434685 0.000391536 0.000772401 0.000485325 0.000782476 0.000788047 0.000544796 0.000277092 0.000781598 0.000784572 0.000641243 0.000243477 0.000306445 0.000750429 0.000645498 0.000153796 8.90173e-05 0.000416987 0.000466333 0.000531323 0.00035896 0.00023907 0.000706021 0.000806609 0.000759095 0.000763372 0.00070122 0.000783859 0.000517977
internal_weight=0 691 615 2430 338 2327 2279 103 277 2194 2172 103 240 141 852 65 99 62 235 127 72 108 89 80 1320 787 767 47 76 48
internal_count=3121 691 615 2430 338 2327 2279 103 277 2194 2172 103 240 141 852 65 99 62 235 127 72 108 89 80 1320 787 767 47 76 48
is_linear=0
shrinkage=0.00196078


Tree=5364
num_leaves=31
num_cat=0
split_feature=1 133 3 124 2 16 13 16 52 1375 11 47 149 40 1 474 474 51 43 160 2 1213 1375 4 0 16 13 1455 4 484
split_gain=0.221176 0.0895652 0.143862 0.0667942 0.0557395 0.054783 0.0532319 0.0472557 0.0665287 0.067927 0.068195 0.0652427 0.0651306 0.0673856 0.073215 0.0752237 0.142845 0.101584 0.0672734 0.16489 0.0976494 0.0819849 0.0686608 0.0601879 0.137933 0.0974679 0.0537233 0.069719 0.0523981 0.0510114
threshold=0.11374000000000002 -0.24227499999999996 0.63141500000000017 -0.027784999999999997 -0.15339499999999998 0.058835000000000005 0.05868000000000001 -0.0073349999999999986 -0.10925999999999998 0.084145000000000011 0.082485000000000017 0.11170500000000001 0.079000000000000015 -0.0036699999999999992 0.10937500000000001 0.088435000000000014 0.085860000000000006 -0.016074999999999996 -0.12152999999999999 -0.00363 0.10097500000000002 0.084705000000000016 0.083945000000000006 -0.42529999999999996 -0.033209999999999996 0.19444000000000003 0.0015850000000000003 -0.088559999999999986 -0.15464999999999998 -0.12700499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 -5 -3 -7 8 -6 10 11 28 13 -9 15 16 18 -17 19 -15 -21 22 23 25 26 -20 27 -25 -10 -30
right_child=1 2 -4 4 7 6 -8 12 9 -11 -12 -13 -14 14 -16 17 -18 -19 21 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0026456973798896955 0.0084564564315686847 0.001595653057370942 -0.006367096155881883 0.0098772659692691559 0.0084255115785212675 0.0053963181655720185 0.00044915139000734376 0.0095129571078966073 0.0097795077036911 0.00096759742016221811 -0.00080660175168304708 -0.00060495002195239079 0.0095682317302340572 -0.0064634392924961597 -0.001785453153855127 0.0079451056622803738 -0.003337036421650957 0.00071253416221588853 0.011701081646606326 0.0070634715695632629 -0.0015170022069166105 0.01038176740874492 0.0088138680006782776 -0.0016579593764618041 -0.004590371718884192 0.0042839161362140795 9.4840065456735796e-05 0.0044564138326885104 0.0082443272666435467 0.0049644998571969643
leaf_weight=161 22 296 20 21 55 87 29 21 24 43 20 20 21 21 23 87 29 25 22 36 21 21 28 20 22 91 39 276 49 1471
leaf_count=161 22 296 20 21 55 87 29 21 24 43 20 20 21 21 23 87 29 25 22 36 21 21 28 20 22 91 39 276 49 1471
internal_value=0 0.00223242 0.00191545 0.0046201 0.00474695 0.00231752 0.00415953 0.00470359 0.0050049 0.00488927 0.00499573 0.00506992 0.00407246 0.00392488 0.00377067 0.00394383 0.00351679 0.00633069 0.00384972 0.00111148 0.00390224 0.00426125 0.00400315 0.00371656 0.00307989 0.00572797 0.00358361 0.00404328 0.00514343 0.00507023
internal_weight=0 454 432 2667 2506 412 116 2485 1682 1627 1584 1564 803 782 761 738 626 112 597 78 57 519 498 470 357 113 335 296 1544 1520
internal_count=3121 454 432 2667 2506 412 116 2485 1682 1627 1584 1564 803 782 761 738 626 112 597 78 57 519 498 470 357 113 335 296 1544 1520
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=31
num_cat=0
split_feature=1 399 3 0 9 484 160 0 0 45 2 42 4 483 48 155 475 475 475 16 0 2 16 0 1 1372 131 131 131 132
split_gain=0.17944 0.0907918 0.0904278 0.122829 0.0670173 0.0553054 0.06091 0.0519536 0.0622215 0.0559629 0.0693729 0.0586273 0.0559498 0.0467043 0.0460269 0.043052 0.0445566 0.0982018 0.0765129 0.0749415 0.0523872 0.102156 0.0872212 0.0898545 0.121931 0.0554614 0.0444955 0.0853531 0.0724088 0.0637838
threshold=0.096325000000000008 1.0000000180025095e-35 -0.13309499999999996 0.10455500000000001 0.082870000000000013 -0.11153499999999998 0.10580000000000002 0.030935000000000004 -0.0058249999999999994 0.10526500000000001 1.0000000180025095e-35 0.090835000000000013 0.010840000000000001 0.13027000000000002 -0.086869999999999989 0.12016500000000001 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 -0.010264999999999998 0.034820000000000011 0.10672500000000001 0.042200000000000008 0.11070500000000001 0.083835000000000007 -0.065504999999999994 0.090030000000000013 0.088610000000000008 1.0000000180025095e-35 0.31127000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 4 5 -4 7 8 9 10 11 12 -7 15 -12 16 17 -1 19 -18 25 22 -22 24 -24 -20 27 28 -27 -28
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 14 -13 -14 -15 -16 -17 18 -19 20 -21 21 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.0054527045118019863 0.005029518164413679 -0.0034281013533473017 -0.0022448666493541428 -0.0051995862364059408 -0.0015174585483404563 0.0085572127741193639 0.0074479688360387904 0.0077663231547921907 -0.0024027783035611115 0.0077404731929577378 0.0057786521334201105 0.0023622414399442531 0.0038255701476373363 0.0091325424652313816 0.001309164731392972 -0.00034025028788164496 0.012735692824104004 -0.002329382833634173 -0.00056914413580670957 0.0053260898832470562 -0.0015009705787119658 -0.0030128580750897528 -0.0031081720557995141 0.0095223149313824265 0.0079340587486512962 0.0042864363508255754 0.0064030510609244598 -0.0014901017253287137 0.0083091261619499517 0.0006012376505948071
leaf_weight=34 151 24 21 21 38 41 29 20 24 22 25 109 64 20 294 20 21 31 22 39 23 28 20 32 20 1642 194 25 46 21
leaf_count=34 151 24 21 21 38 41 29 20 24 22 25 109 64 20 294 20 21 31 22 39 23 28 20 32 20 1642 194 25 46 21
internal_value=0 0.00263834 0.00280783 0.002334 0.00256428 0.00280328 0.00297208 0.00275539 0.0025823 0.00279787 0.00259386 0.00398676 0.00567316 0.00432178 0.00165944 0.0042784 0.00432042 0.00174125 0.00439902 0.00791945 0.00429713 0.00229552 0.0038601 0.00557266 0.00241294 0.00442338 0.00448035 0.00431016 0.00439606 0.00583636
internal_weight=0 883 859 708 687 649 628 599 579 555 533 214 105 2238 319 2218 2198 65 2133 60 2073 123 95 72 40 1950 1928 1713 1688 215
internal_count=3121 883 859 708 687 649 628 599 579 555 533 214 105 2238 319 2218 2198 65 2133 60 2073 123 95 72 40 1950 1928 1713 1688 215
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 12 14 2 2 4 0 47 47 49 13 151 14 16 43 3 2 3 3 16 11 3
split_gain=21.574 2.49031 2.3251 1.87019 1.45566 1.22845 0.884757 0.742368 0.606527 0.505188 0.475667 0.426837 0.34976 0.34792 0.297615 0.29735 0.252266 0.243028 0.240383 0.206627 0.205692 0.207481 0.205457 0.250374 0.201832 0.194794 0.180313 0.171815 0.167929 0.154811
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13559000000000002 0.092390000000000014 0.088105000000000003 0.090285000000000018 -0.15464999999999998 0.40473500000000007 0.13597000000000004 0.076175000000000007 0.11389000000000002 0.17025000000000004 0.033845000000000007 -0.13027499999999997 0.091680000000000011 0.077555000000000013 -0.063424999999999981 -0.004174999999999999 -0.08212499999999999 0.062655000000000016 0.10994000000000002 -0.04890499999999999 0.30112000000000005 0.11237500000000002 -0.013929999999999998 -0.13309499999999996 -0.073404999999999984 0.080705000000000013 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 22 10 -6 -7 13 14 16 18 27 -4 17 20 25 -5 -19 21 29 -3 24 -24 -9 -15 -8 -29 -1
right_child=1 3 6 12 7 8 9 15 -10 -11 -12 -13 -14 26 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00081553272093973553 0.00086540619015334065 0.00036165437572390884 0.0007240779687073582 0.00024885114373883265 0.00086829473282776628 0.00078345378672925881 0.00091818005484498402 0.00046466013253090833 0.00046656061490835929 0.00063637589474848733 0.0011309203392455237 0.00058241892081424725 0.00011203692458551742 0.00061187202634375082 0.00093252560536354501 0.00072322891357105639 0.0010268869645455303 0.0005514854606822829 0.0004337822542469171 0.00033043302582289627 0.0010277273754278819 0.00094313514490983804 0.00068688524485218761 0.0003577232144368216 0.00047925606349745383 0.00069972640185645134 0.00080671391802049483 0.00084341941782368264 0.00095224178935596215 0.00064922839100537842
leaf_weight=93 52 113 27 88 35 69 300 23 35 39 46 22 50 21 1068 31 33 29 39 37 20 38 24 48 72 33 140 405 63 28
leaf_count=93 52 113 27 88 35 69 300 23 35 39 46 22 50 21 1068 31 33 29 39 37 20 38 24 48 72 33 140 405 63 28
internal_value=0 0.000455655 0.000872016 0.000416051 0.000739158 0.000497001 0.0008986 0.000610679 0.000676807 0.000854998 0.000935591 0.000842381 0.000250951 0.000864176 0.000927386 0.000551747 0.000869358 0.000508174 0.000305641 0.000427562 0.000840316 0.000816743 0.000424239 0.00047335 0.000531163 0.000603181 0.0007813 0.00088155 0.000858069 0.000777049
internal_weight=0 590 2531 538 422 361 2109 188 104 968 1141 234 177 929 1095 153 212 122 127 66 179 159 257 144 96 56 161 768 468 121
internal_count=3121 590 2531 538 422 361 2109 188 104 968 1141 234 177 929 1095 153 212 122 127 66 179 159 257 144 96 56 161 768 468 121
is_linear=0
shrinkage=0.00196078


Tree=5367
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 0 1 14 2 1 2 2 50 49 1429 1 4 4 1 475 4 11 15 48 40 0 12
split_gain=17.802 2.24647 1.88378 1.24785 1.17529 0.971282 0.629516 0.738894 0.53291 0.498315 0.467138 0.430786 0.273476 0.281832 0.320966 0.248366 0.223645 0.217437 0.2094 0.208845 0.182013 0.216695 0.175166 0.154806 0.149215 0.144842 0.230314 0.144478 0.134937 0.195084
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14530500000000005 -1.0000000180025095e-35 0.10803500000000001 -0.13027499999999997 0.09253500000000002 0.076175000000000007 0.13501500000000002 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.041865000000000006 -0.043469999999999995 -0.015219999999999999 0.12958500000000003 -0.078439999999999996 -0.04890499999999999 0.13436000000000001 -0.066784999999999983 -0.55119499999999988 0.074925000000000005 -0.41396999999999995 0.087310000000000013 -0.077714999999999992 -0.076579999999999995 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 17 6 27 18 16 -4 12 22 19 14 -14 25 -5 -2 -8 23 -9 -22 -10 -1 -12 -7 -27 -3 -25 -30
right_child=1 5 9 8 -6 15 7 20 11 -11 24 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.0010666873498608933 0.00094189499629372577 0.00038204937371104456 0.00078829587915226938 0.0004347411331300642 0.00044870887826002886 0.00026203259807445253 0.00085868529324650551 0.00061219224414112529 0.00089845498454474524 0.00050328706941601281 0.00087809815491531409 0.00060930058086569919 0.00063204463454979271 0.00064576355827860514 0.00085576128011923805 0.00039258694700191699 0.00068661441226322171 0.00072443826288423119 0.00058147045345429121 0.00085855947210606209 0.00044542634576056955 0.00024226778255337302 0.00078875088174179011 0.00091176469145930379 0.0010749455053124756 -3.1432155505676796e-05 0.00024844490886465005 0.00022457598632148672 0.0009718780585283198 0.00078284876868974559
leaf_weight=22 22 42 34 23 74 32 22 20 68 77 20 47 27 33 284 23 33 90 20 835 127 24 316 550 57 26 20 48 29 76
leaf_count=22 22 42 34 23 74 32 22 20 68 77 20 47 27 33 284 23 33 90 20 835 127 24 316 550 57 26 20 48 29 76
internal_value=0 0.000462145 0.00084036 0.000851817 0.00064046 0.000380049 0.000435557 0.000493652 0.00076311 0.000590587 0.000874165 0.00078649 0.000867957 0.000818057 0.000836339 0.000213527 0.000583166 0.000767153 0.000726678 0.000879309 0.000436418 0.000413136 0.000808178 0.000904902 0.00102382 0.000160727 9.02535e-05 0.000298064 0.000899468 0.000835057
internal_weight=0 590 2531 2420 186 404 303 213 487 111 1933 431 1856 344 311 101 56 112 42 1512 171 151 384 677 77 78 46 90 655 105
internal_count=3121 590 2531 2420 186 404 303 213 487 111 1933 431 1856 344 311 101 56 112 42 1512 171 151 384 677 77 78 46 90 655 105
is_linear=0
shrinkage=0.00196078


Tree=5368
num_leaves=31
num_cat=0
split_feature=1 2 0 4 11 106 48 48 11 2 40 1 13 2 1446 2 10 2 10 16 43 3 4 3 16 43 133 0 13 1
split_gain=0.26812 0.0851258 0.0688597 0.0790071 0.066845 0.0628666 0.0618608 0.0824018 0.060294 0.0531085 0.0530896 0.0506565 0.050606 0.0577754 0.0576193 0.050259 0.0454061 0.0717558 0.0633246 0.0494595 0.0451658 0.0933567 0.0569512 0.076709 0.049258 0.0452145 0.0438573 0.0525032 0.0470853 0.0584399
threshold=0.11846000000000002 0.10045500000000002 -0.13027499999999997 0.42642000000000008 0.080455000000000013 0.086340000000000014 -0.065739999999999979 0.078735000000000013 0.085155000000000022 -0.090999999999999984 -0.078554999999999986 0.16773500000000005 -0.28558999999999996 0.15361500000000003 0.10734500000000001 0.090050000000000005 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.44310499999999992 -0.073404999999999984 -0.081924999999999984 -0.059649999999999988 -0.11171999999999999 -0.0034149999999999996 -0.029804999999999995 -1.0000000180025095e-35 -0.036484999999999997 -0.015874999999999997 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 9 -3 -8 -6 -1 15 16 -4 14 20 -11 17 18 -2 -18 21 -14 -22 -24 -23 -25 -19 28 29 -28
right_child=11 2 12 -5 8 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17 19 26 -20 -21 22 24 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0014656334423593113 0.0018153833833223741 0.0057013824533928064 -0.00026292938855476677 0.0080962776605572034 0.012010889126187457 0.00028067728690803049 -0.004198716975120728 0.0019815220609010059 0.0059605138096958405 0.012532294271513819 0.0053167298371712794 -0.0023962071548853797 0.0042798025223116081 -2.1269763617411903e-05 -0.00013554617180489004 0.0057447509985649962 0.0027421764219584671 -0.0022780145629835518 0.0071843442134164525 -0.003889996343588626 0.0061555067724666087 0.012212795941459556 -0.0023291964350002155 0.00076502773192866399 0.0071392084080725907 0.0051813963561373536 0.0028769279699506871 0.0069339579574509771 0.0039726607162472718 -0.0021109864295188649
leaf_weight=35 35 29 20 21 28 25 28 94 40 20 1915 23 81 23 20 24 23 23 59 22 126 31 21 30 50 102 46 22 57 48
leaf_count=35 35 29 20 21 28 25 28 94 40 20 1915 23 81 23 20 24 23 23 59 22 126 31 21 30 50 102 46 22 57 48
internal_value=0 0.00505214 0.00407686 0.00234919 0.00536804 0.00526418 0.00154993 0.000563107 0.00845184 0.00532666 0.00539564 0.00214357 0.00466646 0.00487015 0.0051142 0.00883 0.00245526 0.00291386 0.00518526 -0.000500219 0.00535228 0.00668038 0.00458113 0.00328458 0.00908095 0.00417768 0.00182452 0.00236994 0.00170499 0.000329908
internal_weight=0 2763 676 172 2087 2019 151 122 68 1994 1959 358 504 484 461 44 335 290 94 45 441 162 279 153 81 132 196 173 151 94
internal_count=3121 2763 676 172 2087 2019 151 122 68 1994 1959 358 504 484 461 44 335 290 94 45 441 162 279 153 81 132 196 173 151 94
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 47 14 47 15 2 49 0 16 1 50 49 51 1 1 3 4 1 16 14
split_gain=42.8315 4.96429 4.61899 2.88139 2.67876 2.08729 1.52527 1.38468 1.37771 1.06214 0.932236 0.722234 0.688021 0.593589 0.550039 0.507554 0.496487 0.454412 0.441667 0.439498 0.398331 0.378944 0.37355 0.321992 0.32164 0.304692 0.387588 0.266362 0.258293 0.258061
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.09253500000000002 0.14285500000000004 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.053180000000000012 0.077555000000000013 0.076175000000000007 0.091680000000000011 0.13592500000000005 0.11389000000000002 -0.085174999999999987 -0.11173999999999999 -0.43320999999999993 0.16175000000000003 0.11219500000000002 -0.012034999999999999 -0.10056999999999998 0.12958500000000003 0.13075500000000004 -0.13309499999999996 -0.14098499999999997 0.13436000000000001 -0.066924999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 11 8 12 -6 -3 23 14 15 17 16 25 22 -9 18 -4 29 27 -2 -1 -10 -5 -8 -27 -11 -28 -7
right_child=1 5 6 24 7 19 10 13 9 20 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0012690670104964785 0.0007675834102373498 0.00031153363866066002 0.0011693157101211763 0.00060315053647055352 0.0011730268503687962 0.00043653363111061311 0.0012683569800619986 0.00092467015280443072 0.001044372749413611 0.00052795737612548071 0.00096014940060053461 0.0013419451829135287 0.001451239337904882 0.00094776326461749915 0.00083177859584490459 0.00074395823712442434 0.00058809755419855249 0.001215252433203606 0.00080962642874259126 -5.7689233202170705e-05 0.00077570008924114718 0.001065378506387642 0.0010326292251839357 0.00070061650784576635 0.00032700349278504549 0.00091903694610215682 0.0011857315927362455 0.00028828222975900084 0.001102973133267541 0.00019581413193872125
leaf_weight=31 20 90 35 50 28 23 71 20 22 118 137 36 46 30 22 20 107 1166 21 21 22 92 150 20 24 31 288 21 292 67
leaf_count=31 20 90 35 50 28 23 71 20 22 118 137 36 46 30 22 20 107 1166 21 21 22 92 150 20 24 31 288 21 292 67
internal_value=0 0.000548755 0.00113541 0.000813829 0.000948157 0.000426716 0.00117288 0.000771338 0.000513464 0.000602989 0.00110814 0.00108618 0.00121583 0.000699699 0.00113693 0.00104037 0.000641101 0.00120697 0.00103443 0.000197733 0.000530548 0.0010122 0.00107312 0.000880679 0.000513589 0.00114678 0.00113265 0.000491747 0.00114407 0.000257331
internal_weight=0 590 2531 186 422 404 2109 185 293 203 841 237 1268 157 704 201 127 1222 56 111 161 112 181 42 74 682 611 139 580 90
internal_count=3121 590 2531 186 422 404 2109 185 293 203 841 237 1268 157 704 201 127 1222 56 111 161 112 181 42 74 682 611 139 580 90
is_linear=0
shrinkage=0.00196078


Tree=5370
num_leaves=31
num_cat=0
split_feature=1 4 105 2 402 12 10 123 13 12 9 40 454 13 51 51 43 13 1 2 2 130 0 1186 3 4 47 12 1455 1453
split_gain=0.323064 0.0848623 0.0884143 0.127856 0.0765417 0.0703171 0.0649353 0.0632215 0.063735 0.0705222 0.0625505 0.0701081 0.0685125 0.0581232 0.0544053 0.0539101 0.0485099 0.070302 0.0601365 0.0560648 0.0526779 0.0459487 0.0859813 0.0696793 0.0446395 0.0462511 0.0439913 0.0439575 0.0401873 0.0673015
threshold=0.102705 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 0.093135000000000009 -0.12529499999999996 -0.086389999999999981 0.12630500000000003 -0.11122999999999998 0.09364500000000002 -1.0000000180025095e-35 -0.077474999999999988 -0.037229999999999992 -0.42195999999999995 0.10532000000000001 -0.047599999999999996 -0.24021999999999996 0.054800000000000008 0.10956 0.13754500000000003 0.12669500000000003 -0.072444999999999982 0.18019500000000002 0.085175000000000015 0.10299500000000002 -0.059649999999999988 0.11370000000000001 0.095565000000000011 -0.23681499999999997 -0.13306499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 15 3 4 5 -3 -1 8 9 13 11 -10 -12 -7 16 27 -14 18 -18 20 -20 23 24 -8 28 -26 -16 -2 -23 -30
right_child=1 2 -4 -5 -6 7 21 -9 10 -11 12 -13 14 -15 26 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.038909122347832e-05 0.0077043485676404101 0.0074967322638258343 0.0094676762772724042 -0.0038931188439684256 -0.001672720991179879 0.0061546223999287657 0.0090686082249371008 -0.0023877673677080088 0.0035509146398849667 -0.0039764564302142555 -0.0015495434473268687 -0.0038303327154029505 0.0086549021163955329 0.00019099141341443599 0.0090102875045323296 0.0099760599151652845 0.0018248130101031471 -0.00044262139953819943 0.0052753315730795208 0.0013066868980725606 0.010822012926219031 0.0088493725681207547 -0.0001094804252856053 0.0024855156848207116 0.0053613891222459437 -0.00030462155304849148 0.0035696254688841497 0.0012267376074305504 -8.5022114508319656e-05 0.0057433203087151677
leaf_weight=20 20 37 20 28 33 26 82 21 31 23 20 22 20 44 42 28 75 38 119 30 20 41 26 20 34 25 23 22 20 2111
leaf_count=20 20 37 20 28 33 26 82 21 31 23 20 22 20 44 42 28 75 38 119 30 20 41 26 20 34 25 23 22 20 2111
internal_value=0 0.00326368 0.00291852 0.00271763 0.00301426 0.00327597 0.00565365 0.00299408 0.00320612 0.000827584 0.00370886 0.000487001 0.0041501 0.00240605 0.0044607 0.00657721 0.00389584 0.00355832 0.00418142 0.00522725 0.00607342 0.00570175 0.00560793 0.00777781 0.00567456 0.00296054 0.00708513 0.00431131 0.00574828 0.00568862
internal_weight=0 742 672 652 624 591 2379 554 533 93 440 53 387 70 367 70 302 282 244 169 139 2359 2257 102 2231 59 65 42 2172 2131
internal_count=3121 742 672 652 624 591 2379 554 533 93 440 53 387 70 367 70 302 282 244 169 139 2359 2257 102 2231 59 65 42 2172 2131
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 3 14 2 4 4 0 47 47 0 12 1 4 43 2 0 4 3 131 2 49 3
split_gain=16.8512 2.14031 2.01542 1.34711 1.10079 0.728339 0.644035 0.55797 0.556774 0.391659 0.351493 0.326551 0.386172 0.321536 0.26499 0.261457 0.252733 0.222986 0.317652 0.214514 0.198795 0.194424 0.321459 0.191343 0.179037 0.282399 0.17099 0.251039 0.169091 0.189239
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.091475000000000015 0.40124500000000002 -0.16363499999999997 -0.11171999999999999 0.076175000000000007 0.13754500000000003 0.42051500000000003 0.033845000000000007 -0.13027499999999997 0.077555000000000013 0.091680000000000011 -0.08867499999999999 0.13597000000000004 0.14089500000000002 -0.03898999999999999 -0.04890499999999999 0.11177500000000001 -0.074824999999999989 -0.064054999999999987 0.092670000000000016 0.08844500000000001 0.31358000000000003 -0.063424999999999981 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 9 11 10 20 -6 -1 14 12 -3 17 -4 24 28 -8 -19 -7 -5 23 -23 -2 -11 -26 27 -13 29 -10
right_child=1 5 6 7 8 19 13 -9 16 15 -12 26 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00050081864105071163 0.00020882636738692485 0.0004410297947301381 0.00062923714074386886 0.00088706204617638128 0.0007663594250161387 0.00061051093986069891 0.00086857832007006372 0.0004336396644069505 0.00038356125253139145 0.00081797692486468483 0.00098281132830632407 0.00017042233223497029 0.00021753188439063991 0.00066428562397274947 0.00081288685636573773 0.0009191076700374776 0.00063741090250950228 0.00076013784889881943 0.00053456582567271062 0.00034258800303088686 0.00068643881126726955 0.00066833530756878982 0.00040140902785658269 0.00040813274868150244 0.00072877682408555695 0.00048295101731909361 0.00031647895677380409 -7.789839406077768e-05 0.00037553831386929039 0.00061525172413953765
leaf_weight=26 31 46 31 27 31 27 69 29 23 56 46 72 84 156 1181 32 31 601 25 20 64 22 82 46 98 22 20 20 70 33
leaf_count=26 31 46 31 27 31 27 69 29 23 56 46 72 84 156 1181 32 31 601 25 20 64 22 82 46 98 22 20 20 70 33
internal_value=0 0.000393665 0.000761642 0.000509385 0.000637948 0.000273141 0.000786393 0.000670486 0.000526222 0.000727711 0.000814575 0.000229761 0.000296616 0.000744733 0.00080819 0.000756073 0.000478807 0.00076279 0.000751129 0.000496501 0.000745964 0.000402578 0.000457874 0.000327893 0.00072643 0.000683709 0.000152161 0.00011644 0.000439785 0.000520093
internal_weight=0 590 2531 301 422 289 2109 120 188 234 1258 242 130 851 1212 208 157 695 626 47 91 181 104 77 176 120 112 92 126 56
internal_count=3121 590 2531 301 422 289 2109 120 188 234 1258 242 130 851 1212 208 157 695 626 47 91 181 104 77 176 120 112 92 126 56
is_linear=0
shrinkage=0.00196078


Tree=5372
num_leaves=31
num_cat=0
split_feature=1 0 133 15 393 41 41 2 10 484 160 3 1213 15 43 4 15 43 133 13 12 1 1447 1447 4 15 3 0 42 52
split_gain=0.33128 0.075832 0.100612 0.069289 0.0856911 0.076547 0.0680416 0.0622393 0.0784759 0.0691958 0.0572223 0.0571043 0.0598053 0.0582816 0.0569919 0.0771306 0.107863 0.0796519 0.0762526 0.0834414 0.0855601 0.0720004 0.0610068 0.0848761 0.0534414 0.122889 0.113283 0.0686434 0.0648593 0.0532278
threshold=0.11146500000000002 0.10455500000000001 -0.24227499999999996 0.024640000000000006 0.086855000000000016 0.075585000000000013 0.079395000000000007 0.11144000000000001 1.0000000180025095e-35 -0.076559999999999975 0.022560000000000004 -0.066704999999999987 -0.080279999999999976 -0.09095499999999998 0.0051600000000000005 -0.080584999999999976 0.09006500000000002 0.10915000000000001 -0.071719999999999992 -0.089109999999999981 0.085635000000000003 0.087695000000000009 -0.086059999999999984 -0.085024999999999989 -0.37944499999999992 -0.036009999999999993 0.11296500000000002 -0.084804999999999978 0.092395000000000019 -0.088614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 11 14 -7 8 -4 -9 -11 12 13 -1 18 17 -17 -16 21 20 -20 -5 -21 -24 -13 28 27 -27 29 -26
right_child=1 -3 7 5 -6 6 -8 9 -10 10 -12 24 -14 -15 15 16 -18 -19 19 22 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0055973980697276802 0.00982292012648984 -0.0027058860413793203 0.0054014546067371744 0.0076049855033831926 -0.0006937293447554112 0.01451272008009255 0.0068758787121623761 -0.0038527604751288896 0.00066148909997749842 0.0018256198295771523 0.0073903257284837313 0.0068927823373033147 0.0058093907618888682 -0.0016020120597783139 -0.00073775184891101996 0.01182284594140947 0.0047685916406999523 0.0065240643705929751 0.0060628625588089397 0.010195810249629053 -0.0028609202542741385 0.014146597958169877 -0.00039243816398084165 0.0062270906410602164 0.0080572029043667094 0.0055876033505862302 -0.005978512473493105 -0.0013592228349298241 0.0013558964361436666 0.0046007009773258653
leaf_weight=23 21 24 136 106 25 20 28 20 47 243 20 67 941 22 44 25 163 23 22 37 21 20 20 615 57 33 21 25 48 204
leaf_count=23 21 24 136 106 25 20 28 20 47 243 20 67 941 22 44 25 163 23 22 37 21 20 20 615 57 33 21 25 48 204
internal_value=0 0.00278161 0.00305205 0.0055659 0.00511075 0.00614916 0.0100579 0.00274692 0.00418409 0.00181759 0.00224879 0.00521145 0.00563908 0.00207769 0.00597798 0.00466841 0.00570666 0.00175511 0.00637505 0.00597533 0.00170474 0.00864334 0.0062486 0.0060186 0.00428476 0.0038344 0.000314704 0.00259328 0.00473426 0.00535557
internal_weight=0 511 487 2610 1466 1144 48 466 183 283 263 1441 986 45 1096 255 188 67 841 715 43 126 672 635 455 388 79 58 309 261
internal_count=3121 511 487 2610 1466 1144 48 466 183 283 263 1441 986 45 1096 255 188 67 841 715 43 126 672 635 455 388 79 58 309 261
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 2 1 4 0 49 12 3 4 1 52 156 4 4 3 0 43 40 3 10 0 47
split_gain=18.1979 2.99205 1.82429 1.50657 1.03844 0.840365 0.623764 0.602767 0.464536 0.459936 0.449037 0.41462 0.353117 0.523043 0.324718 0.303999 0.274122 0.261499 0.194181 0.177079 0.198211 0.176715 0.170939 0.164491 0.189003 0.162797 0.155196 0.154791 0.138969 0.134421
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.14122000000000004 0.092845000000000025 0.40473500000000007 -0.10836499999999999 0.082865000000000008 0.087695000000000009 0.30112000000000005 -0.51843499999999987 0.08864000000000001 -0.56176499999999996 0.013700000000000002 0.0049200000000000008 0.033845000000000007 -0.010424999999999999 -0.065229999999999996 -0.065269999999999981 -1.0000000180025095e-35 -0.13927999999999999 -0.38124499999999995 -0.075684999999999988 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 6 12 8 15 18 -5 -6 13 17 16 25 -14 19 -7 20 -1 23 -10 -16 -25 -4 -18 -9 -27 -3
right_child=1 2 7 10 11 9 -8 27 22 -11 -12 -13 14 -15 21 -17 26 -19 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.00068777544745999436 0.00081785359084452392 0.00041400610359714309 0.00038180006330841267 0.00073816732369722611 0.00074605377225378912 0.00090797938827549851 0.0010138222369124154 0.00018213759871803153 0.0003579888099376212 0.00054837802219254042 0.00046171653241881285 0.00047224234375688764 0.0010908269025141895 0.00094638185483224106 0.00082864877583168229 0.00023958512088831732 0.00070143276958356147 0.00053674993946210272 0.00075347393891849509 0.00059568682680276937 0.00095748254189304276 0.000706151496286226 0.00020830676943410699 0.00057667132447110131 0.00082360895780416636 0.00046425016716915686 0.00086860275751579272 -3.5255443665436374e-05 0.00068724876960304547 0.00056610212255926685
leaf_weight=22 76 210 26 37 73 34 76 34 44 41 58 30 21 34 790 22 22 38 390 21 20 54 88 22 26 21 724 20 22 25
leaf_count=22 76 210 26 37 73 34 76 34 44 41 58 30 21 34 790 22 22 38 390 21 20 54 88 22 26 21 724 20 22 25
internal_value=0 0.00045082 0.000405463 0.000811435 0.000502139 0.000821283 0.000839832 0.000287496 0.000332506 0.000746687 0.000569387 0.000666303 0.000832462 0.000736027 0.000840309 0.00044029 0.000869892 0.000665214 0.000765864 0.000742701 0.000816207 0.000814871 0.000258201 0.000821877 0.000710429 0.000504283 0.000863673 0.000101622 0.000578342 0.000430187
internal_weight=0 691 615 2430 338 2335 1870 277 223 465 95 103 1794 135 1659 91 767 101 424 63 42 892 132 838 48 69 746 54 43 235
internal_count=3121 691 615 2430 338 2335 1870 277 223 465 95 103 1794 135 1659 91 767 101 424 63 42 892 132 838 48 69 746 54 43 235
is_linear=0
shrinkage=0.00196078


Tree=5374
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 124 15 1 3 47 15 1 16 376 2 483 4 1 151 15 52 0 1427 160 159 15 156 3 483 0 0
split_gain=0.345929 0.113544 0.0692097 0.0706382 0.0664094 0.0549642 0.0534453 0.0481643 0.0725675 0.053134 0.0644091 0.0455509 0.0581047 0.0447528 0.0435869 0.0470258 0.0428718 0.052035 0.040633 0.0442379 0.0395743 0.0789993 0.0632245 0.128565 0.0557092 0.0555794 0.0532452 0.0607081 0.0506665 0.0669787
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 -0.0037749999999999993 -0.24436499999999997 0.16773500000000005 0.11296500000000002 0.096770000000000009 -0.0040799999999999994 0.088485000000000022 -0.090764999999999985 0.084545000000000009 0.079055000000000014 0.098395000000000024 -0.034939999999999992 0.10871500000000002 -0.0077149999999999988 -0.14147499999999996 -1.0000000180025095e-35 -0.074479999999999977 0.083935000000000023 -0.061284999999999992 -0.032739999999999991 0.040760000000000005 0.10788500000000002 -0.047929999999999993 -0.087689999999999976 -0.071719999999999992 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 14 8 9 10 -6 -7 -13 -11 15 -2 17 -12 -9 -20 25 22 23 24 -22 -3 27 -24 29 -29
right_child=6 20 -4 4 7 11 -8 18 -10 13 16 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00090805634289332069 0.0051319839805364607 0.0061634066513713871 -0.00086140517890453342 -0.0015308792790165171 0.0068251330224748316 0.0067113132689337364 -0.0025254477653146278 0.0071411125095827248 0.011527405180158498 0.0030097768828272822 0.0038610878068505335 0.0012985650176116721 0.0063589033417883918 0.0082290522938938404 0.0069858531965292063 0.0016160484531529227 0.0055642827320843934 -0.0024702799487859011 0.0043670233270591673 -0.001174304947257042 0.0028454681529246017 0.010605394130107016 0.0014442337167565713 -0.0022897958595837864 0.0097058384100091651 0.00085990271240007129 0.0010378131267821623 0.0058567691684907512 0.0064778208752682941 -0.0012495510568398807
leaf_weight=23 45 1647 25 22 62 40 23 21 23 20 27 78 32 92 20 246 30 25 34 25 29 25 32 35 20 20 27 36 316 21
leaf_count=23 45 1647 25 22 62 40 23 21 23 20 27 78 32 92 20 246 30 25 34 25 29 25 32 35 20 20 27 36 316 21
internal_value=0 0.00553175 0.0042853 0.00451755 0.00475256 0.0031369 0.0021261 0.00552664 0.00614687 0.00566347 0.00439291 0.0038215 0.00277066 0.00729704 0.00247011 0.00215975 0.00255391 0.000817161 0.00336356 0.002019 0.0058586 0.00511545 0.00484946 0.0023392 0.00564562 0.00609978 0.00533757 0.00562422 0.00598283 0.00323865
internal_weight=0 2787 579 554 531 172 334 359 279 256 144 150 110 112 311 291 82 52 80 59 2208 541 516 84 49 1667 432 405 373 57
internal_count=3121 2787 579 554 531 172 334 359 279 256 144 150 110 112 311 291 82 52 80 59 2208 541 516 84 49 1667 432 405 373 57
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=31
num_cat=0
split_feature=1 155 11 105 2 132 2 12 4 13 0 401 4 474 475 484 15 43 12 3 15 159 50 16 52 14 483 1429 2 1
split_gain=0.28213 0.105645 0.0717299 0.0748315 0.0739425 0.0743321 0.0737367 0.0593509 0.0565772 0.0667428 0.0519077 0.0915867 0.104986 0.0570416 0.0591521 0.0472443 0.0604877 0.0742836 0.0593695 0.0453779 0.0569178 0.0417083 0.0637416 0.0655359 0.141669 0.0556381 0.0511745 0.0553143 0.0547093 0.148546
threshold=0.096325000000000008 0.11245500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.088125000000000023 0.092880000000000004 -1.0000000180025095e-35 0.089795000000000014 -0.15764999999999998 0.17001000000000002 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 0.088335000000000011 -0.075854999999999992 -0.076559999999999975 -0.46471999999999997 0.0041500000000000009 0.09364500000000002 0.092670000000000016 -0.085834999999999981 0.11484000000000001 -0.13200999999999999 0.27776000000000006 -0.53964499999999982 0.062655000000000016 -0.090599999999999986 0.083420000000000008 0.084885000000000002 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 6 8 -4 -8 -6 15 19 12 -12 14 -14 -10 -17 18 -18 21 -21 22 -1 25 -25 26 27 -24 -28 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 11 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=0.010043608440901153 -0.0031105019850656392 0.0067271112709616629 0.002131845968092834 0.0087039435769177293 0.0054692251693305317 -0.0032341935546495596 0.0086321851331740609 0.0042938661069169539 -0.0018944556489586832 -0.0023019554773678207 0.010984392002380144 -0.0011551592444690565 -0.0015066714469520819 0.0077785904192038489 0.0040307949938151186 0.0061531319805432022 0.0030724284109777474 -0.0032368503360582206 -0.0024893605846002522 0.0059536888137121102 -0.0011609883978962899 0.0030026651331267898 0.0061364037563907924 0.0067845997691620141 -0.0038074281944832562 0.0085620742187731812 0.0061973490663303757 0.012379112657667562 0.0052067057473879561 -0.0014256064939711776
leaf_weight=32 20 75 132 22 49 26 40 149 25 35 24 30 21 37 237 42 223 24 21 22 23 63 40 28 23 63 577 22 961 35
leaf_count=32 20 75 132 22 49 26 40 149 25 35 24 30 21 37 237 42 223 24 21 22 23 63 40 28 23 63 577 22 961 35
internal_value=0 0.0031369 0.00280365 0.00295376 0.00278861 0.00195415 0.00394541 0.00521203 0.0022761 0.00185322 0.00524777 0.00412733 0.00462411 0.00410666 0.00358007 0.00228735 0.00262459 0.00207161 0.00259375 0.00545477 0.0023173 0.00553134 0.00562079 0.00553986 0.0020078 0.00564595 0.00553359 0.00835156 0.00542252 0.00497364
internal_weight=0 883 808 788 766 445 321 189 419 370 2238 349 319 295 258 335 310 268 244 1889 45 1844 1781 1749 51 1698 1635 62 1573 996
internal_count=3121 883 808 788 766 445 321 189 419 370 2238 349 319 295 258 335 310 268 244 1889 45 1844 1781 1749 51 1698 1635 62 1573 996
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=31
num_cat=0
split_feature=1 124 33 13 12 0 0 1 34 1 1186 393 11 0 150 51 1185 159 15 1212 1212 12 1211 402 42 483 2 4 43 2
split_gain=0.23529 0.075035 0.0528482 0.0506217 0.12546 0.0749673 0.0884255 0.0588204 0.0575269 0.0497349 0.100923 0.0822847 0.0554529 0.0646725 0.0544746 0.0770194 0.0530745 0.0528909 0.0624613 0.0489303 0.0724365 0.0566039 0.104054 0.0763619 0.0855252 0.0885823 0.06951 0.0659984 0.103087 0.0589577
threshold=0.12000500000000001 -0.027784999999999997 0.082285000000000011 -0.072819999999999982 0.096990000000000007 -0.10324499999999999 -0.13455999999999999 0.14262000000000002 -0.028109999999999996 0.086920000000000011 0.060550000000000007 0.088965000000000002 0.082485000000000017 -0.14832499999999996 0.12314500000000002 -0.17684999999999998 0.089300000000000004 0.15326500000000001 0.13592500000000005 0.12218000000000002 0.11006000000000002 0.087695000000000009 0.087635000000000005 -0.095664999999999986 0.087550000000000017 0.096460000000000018 1.0000000180025095e-35 -0.082109999999999975 -0.011244999999999998 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 -2 -7 -5 12 11 14 13 -3 15 -11 17 18 19 20 21 22 23 -15 25 26 -25 28 -26 -23
right_child=3 2 -4 8 -6 7 -8 -9 -10 10 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 29 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0025113952778418832 0.00094217237663166283 0.0076614460919097252 0.0095029130959036687 -0.001461571759472673 -0.0066113333217799669 0.0015475747477952002 0.0093496085440909326 -0.0039375225017810695 0.0036439075462710692 0.0079179087537049782 -0.0025978753869624243 0.010297957736821402 -0.00035864815581589939 0.00013190577316483289 -8.5743975432706065e-05 0.0038522117973701165 0.0089698320425425967 0.0097118383611034791 0.00054199489790739293 0.0081640279868890244 -0.0011691766868655881 0.0040168830306891124 0.011852343449330269 0.00020515777136164684 0.0063798252288252118 -0.0009338635478634387 0.0054086239360160489 0.0057689646092088272 0.015765577277422629 0.0095164745836518721
leaf_weight=180 29 83 22 26 22 60 22 29 146 50 23 21 20 29 32 684 30 21 36 41 21 769 24 27 25 25 522 60 22 20
leaf_count=180 29 83 22 26 22 60 22 29 146 50 23 21 20 29 32 684 30 21 36 41 21 769 24 27 25 25 522 60 22 20
internal_value=0 0.00448608 0.00462242 0.00167737 0.000408836 0.00151201 0.00456891 -0.000239704 0.00287215 0.00458089 0.00393157 0.00412239 0.00487719 0.00493686 0.00395309 0.00412917 0.00480161 0.00472546 0.00466086 0.00475441 0.00466387 0.0047443 0.00537637 0.00515746 0.00537147 0.00488762 0.00515272 0.00796707 0.0107732 0.00415629
internal_weight=0 2787 2607 334 162 140 51 89 172 2585 810 787 1775 1755 766 734 1672 1642 1621 1585 1544 1523 734 710 681 574 549 107 47 789
internal_count=3121 2787 2607 334 162 140 51 89 172 2585 810 787 1775 1755 766 734 1672 1642 1621 1585 1544 1523 734 710 681 574 549 107 47 789
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=31
num_cat=0
split_feature=4 3 3 9 123 10 484 484 15 39 3 52 1375 49 4 3 0 160 479 0 159 1447 4 16 42 1212 50 160 1212 159
split_gain=0.198207 0.074574 0.0642366 0.0632407 0.0938602 0.0520095 0.0521106 0.083201 0.0514513 0.0630977 0.0889418 0.0605232 0.0481842 0.0678335 0.0455486 0.0963406 0.0519095 0.0634855 0.0602308 0.0903282 0.0492789 0.0969179 0.0614038 0.0499772 0.101683 0.0576903 0.0553889 0.0553088 0.0515003 0.0453767
threshold=0.26450500000000005 0.20828500000000003 0.63141500000000017 -1.0000000180025095e-35 0.083965000000000012 -0.15282499999999996 0.096415000000000015 0.093765000000000015 -0.14601999999999996 0.08568000000000002 -0.03694999999999999 -0.085984999999999992 0.083895000000000011 0.089420000000000013 -0.082249999999999976 0.11296500000000002 -0.033209999999999996 -0.54913999999999985 0.098035000000000011 -0.079984999999999987 -0.085489999999999997 -0.085804999999999979 -0.51843499999999987 -0.088704999999999992 0.083795000000000022 0.088215000000000016 0.097510000000000013 -0.088854999999999976 0.092815000000000022 -0.073364999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 7 -7 12 14 -11 -12 13 -5 20 16 17 -16 29 -20 -10 -22 -23 24 -24 26 27 -25 -27 -19
right_child=2 -3 -4 8 -6 6 -8 -9 9 10 11 -13 -14 -15 15 -17 -18 18 19 -21 21 22 23 25 -26 28 -28 -29 -30 -31
leaf_value=-0.0042446599521843553 -0.0020348389912396669 0.00091491922024918146 -0.003861948875710368 0.0095988936184977121 0.0047112220395356423 0.0022217461214859824 -0.0022874144938490964 0.0088852198654785757 0.0083788814763419133 -0.0041390201303875074 0.0064171539415838197 0.0015062478348670247 0.0016334216203540567 0.0046448935667778987 0.0081627080966044513 -0.0022040102891623978 -0.00029748888531078897 0.0055274989307105386 -0.0037576121239302064 0.0053418855089694267 -0.0021341227367520331 0.0090700866057030743 0.0046977540144596151 0.0092568530692785454 0.011599602305019895 -0.0020371413808315995 -0.00042148111155256626 0.0046468612705438611 0.0036704790177430179 0.0039186735325730119
leaf_weight=22 30 73 20 52 25 297 23 20 39 20 37 78 20 59 38 25 27 202 24 20 20 34 74 28 30 25 20 369 43 1327
leaf_count=22 30 73 20 52 25 297 23 20 39 20 37 78 20 59 38 25 27 202 24 20 20 34 74 28 30 25 20 369 43 1327
internal_value=0 0.0040681 0.00165812 0.0041547 0.000519107 0.00195651 0.00230868 0.00264215 0.00422014 0.00411812 0.00201586 0.00308628 0.0061516 0.00696569 0.00423914 0.00395691 0.00405094 0.00412382 0.00402625 0.000378523 0.00492735 0.00471801 0.00493798 0.00469945 0.00668867 0.0042729 0.00471332 0.004972 0.00157209 0.00413122
internal_weight=0 2731 390 2658 47 370 340 317 2611 2480 135 115 131 111 2345 1663 1638 1611 1573 44 682 643 623 589 104 485 417 397 68 1529
internal_count=3121 2731 390 2658 47 370 340 317 2611 2480 135 115 131 111 2345 1663 1638 1611 1573 44 682 643 623 589 104 485 417 397 68 1529
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 4 47 0 15 2 15 3 3 12 16 3 1 2 4 3 11 3 131 43 132 133 0
split_gain=13.7857 2.26447 1.36785 1.10888 0.996741 0.742334 0.571316 0.487244 0.452973 0.306212 0.30365 0.351821 0.273024 0.268907 0.350127 0.265848 0.235079 0.23662 0.206549 0.196629 0.187213 0.172907 0.255459 0.17131 0.271527 0.163625 0.152895 0.142058 0.149754 0.141344
threshold=0.104035 -0.40967499999999996 0.13559000000000002 0.056590000000000008 0.088105000000000003 0.10188000000000001 0.062655000000000016 0.093575000000000019 0.40473500000000007 0.13082500000000002 -0.10096999999999999 -0.11033999999999998 0.13501500000000002 0.083195000000000005 -0.080934999999999993 0.11658 0.091475000000000015 -0.066924999999999985 0.090900000000000009 0.16540500000000002 0.094835000000000017 -0.52556499999999995 -0.14989499999999997 0.082245000000000013 -0.10831999999999999 0.09055500000000001 0.0068900000000000012 0.091050000000000006 0.089200000000000015 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 27 6 10 20 -6 19 11 -1 15 14 -13 23 21 -18 -16 -4 -5 -12 -23 24 -7 -2 -24 28 -3 -19
right_child=1 2 9 7 8 12 -8 -9 -10 -11 16 13 -14 -15 18 -17 17 29 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080292787217446572 0.00078856795305925912 0.00039997176849739809 0.00022562219949933025 0.00078805369705762564 0.00065838120618966851 0.00047965954281704013 0.00090972293505368993 0.00041950867730466761 0.00040581675199563523 0.00044471083130893327 0.00093534070512522817 0.00034885112421982216 0.00049985580409929919 0.00079875367456207083 0.00070021926110821922 0.00045398861635476351 0.00075562083757548068 0.00069028612065326507 0.0004943882085589479 2.5819557131253144e-05 0.00058064901480806485 0.00054397490706440863 0.00077461902775677999 0.00081245826658949251 0.00069012063217151957 0.00058795742079642153 0.00069315814600825576 0.0002114679658438499 0.00026933473833148778 0.00055338677745033166
leaf_weight=52 54 250 136 27 86 26 83 60 40 22 23 22 39 24 53 20 270 197 29 22 44 20 1021 37 252 22 97 20 39 34
leaf_count=52 54 250 136 27 86 26 83 60 40 22 23 22 39 24 53 20 270 197 29 22 44 20 1021 37 252 22 97 20 39 34
internal_value=0 0.000411192 0.000371733 0.000725062 0.000431218 0.00073506 0.000750591 0.000549592 0.000578202 0.000227979 0.00074342 0.000666922 0.000655125 0.000611669 0.000568496 0.000673201 0.000751705 0.000716206 0.000627425 0.000197802 0.000659521 0.000767024 0.000763622 0.000687119 0.000670437 0.000730496 0.000767551 0.000371283 0.000382343 0.000670136
internal_weight=0 691 615 2430 435 2299 1925 131 126 180 1842 180 374 128 104 335 1662 501 82 158 71 1161 1138 315 278 76 1118 309 289 231
internal_count=3121 691 615 2430 435 2299 1925 131 126 180 1842 180 374 128 104 335 1662 501 82 158 71 1161 1138 315 278 76 1118 309 289 231
is_linear=0
shrinkage=0.00196078


Tree=5379
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 14 2 4 2 2 1 1 49 40 1 1 1 2 4 1 12 47 43 15 40 0 43 3
split_gain=28.539 4.65896 2.29442 2.28369 1.61351 1.4608 0.977985 0.938871 0.914188 0.866154 0.941202 0.687884 0.60154 0.416941 0.384664 0.329792 0.322697 0.252243 0.244669 0.242646 0.229128 0.394897 0.204191 0.192678 0.178046 0.17318 0.171312 0.166668 0.16496 0.276943
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.13501500000000002 0.27834500000000006 0.062655000000000016 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.092235000000000025 0.09253500000000002 0.16175000000000003 -0.054984999999999992 -0.077714999999999992 0.11669000000000002 0.087135000000000004 0.11910500000000002 0.087675000000000017 -0.013125 0.089770000000000016 0.090285000000000018 0.10350500000000001 0.057265000000000003 -0.089964999999999976 -0.0061149999999999998 -0.026509999999999995 -0.078139999999999973 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 8 6 7 11 15 -10 -11 17 -5 25 -2 -3 28 -1 -4 -19 24 22 26 -16 -13 -6 -22 -7 -12 -30
right_child=1 4 18 12 13 27 -8 -9 9 10 16 20 -14 -15 23 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001168857245253385 0.0008036986833401755 0.00056974255380989631 0.00072097639595858408 0.0010253272151452034 0.00045858944692280429 0.00091354758370793866 0.00072215406088002435 0.0013409872129768216 0.0010676421283506881 0.00096553875340355769 0.00052952842190374732 0.001132981864417714 0.00069985071760555898 9.2454509501781117e-05 0.001140062833165341 0.0003409710934787404 0.00049259267431194637 0.0011239649400373885 0.00050879483494688487 0.00092463432982856151 0.00099418201507666185 0.0007916970827949423 0.0010210292328867996 0.00098557672209729314 0.0010265144366690248 0.00027453960788494791 0.0011795324477783108 0.00068165958489587765 0.00083724501206525605 0.00061364671491576008
leaf_weight=1088 24 47 48 34 61 22 22 84 20 30 30 294 61 21 73 50 76 386 37 25 26 23 190 54 76 29 73 26 34 57
leaf_count=1088 24 47 48 34 61 22 22 84 20 30 30 294 61 21 73 50 76 386 37 25 26 23 190 54 76 29 73 26 34 57
internal_value=0 0.000662745 0.0008863 0.00111434 0.000546791 0.00112647 0.00113357 0.00113757 0.000613118 0.000676462 0.000641997 0.00112974 0.000816337 0.000341236 0.00103135 0.000451819 0.000592726 0.00115322 0.000628615 0.00111184 0.00107811 0.00103897 0.00105865 0.00107438 0.00111111 0.000399284 0.00113085 0.000787942 0.00065562 0.000697189
internal_weight=0 691 236 2430 455 2335 2287 2265 344 247 227 2181 95 111 151 97 197 1499 85 411 682 312 289 127 370 90 99 48 121 91
internal_count=3121 691 236 2430 455 2335 2287 2265 344 247 227 2181 95 111 151 97 197 1499 85 411 682 312 289 127 370 90 99 48 121 91
is_linear=0
shrinkage=0.00196078


Tree=5380
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 4 15 1 4 13 49 1 4 15 484 49 1 40 0 15 1 15 1 47 1213 475
split_gain=23.0304 3.79337 1.93727 1.62723 1.57925 1.08008 0.948726 0.853152 0.744118 0.93052 0.699623 0.611614 0.565165 0.460008 0.362001 0.317277 0.317168 0.503057 0.656815 0.347145 0.328596 0.290146 0.280502 0.265263 0.254357 0.242068 0.235551 0.203812 0.19495 0.193127
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.024640000000000006 0.077845000000000011 0.27834500000000006 -0.077799999999999994 -0.054984999999999992 0.16175000000000003 -0.27825499999999997 -0.0072999999999999992 0.084040000000000017 -0.016249999999999997 0.085760000000000017 -0.077714999999999992 -0.065229999999999996 -0.12255999999999999 0.079415000000000013 0.087685000000000013 0.13436000000000001 0.090280000000000013 -1.0000000180025095e-35 -0.083389999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 10 21 -9 -10 12 -4 13 22 -2 -6 24 19 -19 20 -18 -3 28 -21 -15 -12 -11 -16 -1 -25
right_child=1 4 11 -5 15 -7 -8 8 9 26 25 -13 -14 16 27 -17 17 18 -20 23 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00084118337226747348 0.00067836095037218788 0.00049110641385866484 0.00094990445827903528 0.00056004223780064166 0.00031797672490526421 0.00070108860293901652 0.0012028073304159745 0.00088696079803448095 0.00093976493240890231 0.00053867043645054551 0.0010671840053363111 0.00060482921823150576 0.00064654384412655009 0.00088270934773426431 0.0010188768343890415 5.031923400838168e-05 0.00099072839991719112 0.00089214775271054356 0.00045798281094635012 0.0010475089350918761 0.00068022365402141969 0.00027652603292874261 0.00083349035943255706 0.0010728040493391698 0.0010871631491417978 0.001004815736628021 0.00032326583343818651 0.00086177325614174695 0.0010259876496852888 0.00090726815229307868
leaf_weight=23 24 47 28 85 90 48 84 30 22 173 380 67 22 34 64 21 20 37 21 84 38 50 34 30 75 646 22 63 479 280
leaf_count=23 24 47 28 85 90 48 84 30 22 173 380 67 22 34 64 21 20 37 21 84 38 50 34 30 75 646 22 63 479 280
internal_value=0 0.000575329 0.000981011 0.000777051 0.0004707 0.000992178 0.000998288 0.000536319 0.000597512 0.000557496 0.000990489 0.000706536 0.000957865 0.000963795 0.000899209 0.000267339 0.000927382 0.000906863 0.00073495 0.000928923 0.000787294 0.000380498 0.00100585 0.000949771 0.00102339 0.00102792 0.000514368 0.000940944 0.00101752 0.000923288
internal_weight=0 691 2430 236 455 2335 2287 344 247 217 2203 95 1177 1155 151 111 619 510 58 452 58 97 536 394 109 1026 195 127 502 310
internal_count=3121 691 2430 236 455 2335 2287 344 247 217 2203 95 1177 1155 151 111 619 510 58 452 58 97 536 394 109 1026 195 127 502 310
is_linear=0
shrinkage=0.00196078


Tree=5381
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 2 4 47 4 16 0 2 2 4 47 2 4 160 51 47 43 2 51 4 15 3 4 3 12 160
split_gain=36.0104 4.59443 3.86652 3.06801 2.12463 1.22169 1.21442 1.15926 1.09727 0.912365 0.665977 0.603143 0.547658 0.524809 0.524689 0.494954 0.373878 0.341043 0.340726 0.339747 0.289966 0.53692 0.282787 0.268764 0.268213 0.34548 0.266806 0.263424 0.255001 0.25474
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.09253500000000002 0.097070000000000004 -0.17966999999999997 0.085505000000000012 0.40124500000000002 -0.034884999999999992 -0.14832499999999996 0.11389000000000002 0.13754500000000003 0.49041500000000005 0.091680000000000011 0.13501500000000002 0.0061450000000000003 0.092070000000000013 -0.10056999999999998 0.077555000000000013 -0.079734999999999986 0.11177500000000001 -0.033649999999999992 -0.036839999999999991 -0.41942499999999994 0.31534000000000006 -0.013514999999999998 -0.10023499999999998 0.088245000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 10 -6 12 23 -9 -4 18 13 -3 17 26 28 -8 -1 22 -2 -22 -20 -5 -14 -26 -7 -18 -12 -15
right_child=1 7 5 8 6 15 14 9 -10 -11 16 -13 24 29 -16 -17 27 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013365154133902655 0.00054496982375926834 0.00072919866374505113 0.0014833476718734292 0.001337963745673014 0.0012489472899366828 0.0012114428048542742 0.00070665310250807864 0.00052620210281923308 0.00074417251410961466 0.0009684573131046076 0.0012882354234567219 0.00084393353113463004 0.00043295794417716417 0.00060114697581006241 0.0010388982218075421 0.00092818462776013259 0.00095901353859115203 0.00098560501547420706 0.0009125756072031313 0.0013846958823063795 0.00096125024310847961 0.0006550380744872582 0.0011488623240143315 0.0011092767740142103 0.00033718487844826322 2.9884806544471818e-05 0.0011117980473778189 0.0011931975001670922 0.0012365821058109784 0.00035787328544430912
leaf_weight=45 50 30 50 29 28 221 107 47 29 29 743 22 40 23 30 37 22 20 23 20 28 103 127 62 39 22 194 115 727 59
leaf_count=45 50 30 50 29 28 221 107 47 29 29 743 22 40 23 30 37 22 20 23 20 28 103 127 62 39 22 194 115 727 59
internal_value=0 0.000663643 0.00120156 0.000833188 0.00103024 0.00123585 0.000872765 0.000487058 0.00107631 0.000694957 0.00126049 0.00115316 0.000412877 0.000507293 0.000805675 0.00114549 0.00125356 0.000750583 0.0011848 0.00114464 0.000672002 0.000720488 0.00111263 0.00118216 0.000308178 0.000226355 0.00116486 0.00115559 0.00126269 0.000426109
internal_weight=0 590 2531 301 422 2109 185 289 120 76 1657 237 213 112 157 452 1607 127 215 170 181 131 150 91 101 61 415 137 1470 82
internal_count=3121 590 2531 301 422 2109 185 289 120 76 1657 237 213 112 157 452 1607 127 215 170 181 131 150 91 101 61 415 137 1470 82
is_linear=0
shrinkage=0.00196078


Tree=5382
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 47 4 16 0 49 2 1 4 4 52 457 1 0 4 15 47 0 3 43 15 15
split_gain=36.4263 6.11236 3.70208 2.81251 2.15905 1.77475 1.14122 0.907895 0.84473 0.836788 0.797216 0.720422 0.689405 0.887448 0.623286 0.530671 0.530662 0.494882 0.370537 0.31995 0.456498 0.297884 0.450613 0.624564 0.268784 0.266862 0.243537 0.242662 0.242209 0.231131
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.13082500000000002 0.40473500000000007 -0.52595999999999987 -0.10607499999999999 0.082865000000000008 0.14285500000000004 0.085345000000000018 0.27834500000000006 0.0061450000000000003 -0.56176499999999996 0.080930000000000016 0.075045000000000014 -0.076579999999999995 -0.49013999999999996 0.085550000000000015 0.090100000000000013 -0.019414999999999998 -0.017889999999999996 -0.080324999999999994 -0.0040799999999999994 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 12 11 -5 14 -6 -7 13 15 16 -1 -4 21 -13 20 25 -14 -23 28 -3 -20 -18 -10 -24 -16
right_child=1 2 9 8 10 7 -8 -9 27 -11 -12 18 17 -15 29 -17 26 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011389592877221561 0.0011985157800529389 0.0006071797888827341 0.0006707846303646021 0.0011419868352366429 0.0010939664170619239 0.00076985786608955108 0.0014723812498632265 0.00084500788875362456 0.00081247111865166135 0.0007211967417594334 0.00071273506759038938 0.0013267083495270972 0.0012492840515549227 0.001367351542840194 0.00039591171660780845 0.00084851393293516311 0.00054041049396148831 0.0010919210202748478 0.0011264514861457809 0.00088285592439420082 0.0012786861404020108 0.0013424488159831385 0.0010613546394556066 0.0011901318611070905 0.00079881792807253219 0.00095379324043621345 0.00033560996256137767 0.00055617486181504586 0.00075985132625289989 0.00020008128675065784
leaf_weight=46 74 191 39 28 71 21 70 48 49 34 30 38 1229 31 37 51 33 96 365 20 73 47 21 137 33 38 69 20 20 62
leaf_count=46 74 191 39 28 71 21 70 48 49 34 30 38 1229 31 37 51 33 96 365 20 73 47 21 137 33 38 69 20 20 62
internal_value=0 0.000666868 0.000601188 0.00118194 0.000742726 0.00119544 0.00122708 0.00110372 0.000854744 0.000433305 0.000980729 0.00112609 0.00121685 0.00107855 0.000392521 0.000986251 0.00047625 0.00122827 0.0011401 0.00112581 0.00113601 0.00123728 0.00117168 0.00112659 0.000635412 0.00111017 0.000401869 0.000738182 0.00091428 0.00027327
internal_weight=0 673 599 2448 325 2351 1748 603 97 274 101 555 1678 128 240 97 141 1550 534 496 476 1454 225 178 224 403 102 69 41 99
internal_count=3121 673 599 2448 325 2351 1748 603 97 274 101 555 1678 128 240 97 141 1550 534 496 476 1454 225 178 224 403 102 69 41 99
is_linear=0
shrinkage=0.00196078


Tree=5383
num_leaves=31
num_cat=0
split_feature=1 3 0 10 4 14 16 15 4 15 42 1 15 0 49 16 43 151 15 3 11 3 15 2 1 1 4 483 1429 1429
split_gain=0.620799 0.167793 0.0779308 0.0710056 0.0647569 0.0679196 0.124709 0.0976294 0.0602805 0.0647762 0.0597449 0.062512 0.0664656 0.0567249 0.0489232 0.147115 0.0609935 0.0834277 0.0955177 0.0492208 0.0485754 0.0800171 0.0824052 0.0612906 0.0948019 0.0844963 0.0594038 0.0535126 0.0730021 0.100404
threshold=0.102705 -0.053259999999999995 0.089620000000000019 -0.086389999999999981 -0.37944499999999992 -0.23083499999999998 -0.046599999999999996 -0.46471999999999997 -0.03898999999999999 -0.0079099999999999986 -1.0000000180025095e-35 0.13869000000000004 -0.54354999999999987 0.22582000000000002 -0.054984999999999992 -1.0000000180025095e-35 -0.04890499999999999 -0.030624999999999996 -0.13578499999999996 -0.0069549999999999994 1.0000000180025095e-35 -0.14989499999999997 -1.0000000180025095e-35 0.089005000000000015 0.08864000000000001 0.091345000000000023 -0.010655 -0.095084999999999989 0.084770000000000012 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 4 -1 -3 6 -6 -8 -2 -10 -7 14 -13 20 -12 16 19 -18 -19 -16 23 22 -22 27 -25 -26 -27 -5 -29 -30
right_child=1 2 -4 13 5 10 7 -9 9 -11 11 12 -14 -15 15 -17 17 18 -20 -21 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.0020355260046198967 0.0090177936636685555 0.0093708692304790026 -0.0022868728603829039 0.011928202089897935 0.010890945227760258 0.0070136294036990763 0.0077769483750065168 -0.0015594889841546926 0.0063332861167690532 0.00031862182077020408 0.0054105535674975015 0.0043848967756671105 -0.0021314282635492938 0.0028450461902788712 0.0039212136622518304 -0.0052731233818287199 0.0017177903591396497 0.0039687350764870642 0.013117049534117714 -0.0014210523957016823 0.0031998103750603538 0.015311608726725632 0.010229324195232174 0.0076801775264765566 -0.0014452818129211667 0.0090246810415533906 0.0032598809886855099 0.0084717940269999781 0.0010853080995730125 0.0094515073005683164
leaf_weight=20 77 20 22 42 33 33 21 24 171 20 76 23 49 21 35 22 36 25 21 34 21 23 81 871 20 33 39 1150 32 26
leaf_count=20 77 20 22 42 33 33 21 24 171 20 76 23 49 21 35 22 36 25 21 34 21 23 81 871 20 33 39 1150 32 26
internal_value=0 0.00465583 0.00352509 0.00796885 0.00380798 0.00355044 0.00622166 0.00279752 0.00665573 0.00570348 0.00296186 0.00254533 -4.98244e-05 0.00801915 0.00329573 0.00236668 0.00347976 0.00532338 0.00814514 0.00128879 0.00806563 0.00998351 0.00878207 0.0079573 0.00735771 0.00430483 0.00590208 0.00841921 0.00829721 0.00483567
internal_weight=0 742 474 2379 452 432 78 45 268 191 354 321 72 2359 249 173 151 82 46 69 2338 125 102 2213 963 92 72 1250 1208 58
internal_count=3121 742 474 2379 452 432 78 45 268 191 354 321 72 2359 249 173 151 82 46 69 2338 125 102 2213 963 92 72 1250 1208 58
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 1 14 2 2 13 1 2 2 475 0 150 4 39 0 16 4 2 51 43 3 3 3
split_gain=25.3314 3.17453 2.59348 1.72775 1.64261 1.27626 1.14296 0.763656 0.715781 0.643757 0.546478 0.491163 0.434558 0.377313 0.406336 0.357919 0.342009 0.33511 0.3209 0.279025 0.268202 0.231122 0.214792 0.190714 0.200408 0.182953 0.175651 0.163455 0.156514 0.155656
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.098630000000000009 -0.025214999999999998 0.09253500000000002 0.076175000000000007 0.11177500000000001 0.14960000000000004 -0.47860499999999995 0.089770000000000016 0.090425000000000019 0.11704500000000001 -0.066784999999999983 -0.066089999999999996 0.081835000000000019 -0.011209999999999999 0.096625000000000016 -0.079119999999999982 -0.008904999999999998 -0.55119499999999988 0.088850000000000012 0.024995000000000003 -0.0065949999999999993 0.14121000000000003 0.51139500000000016 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 15 7 9 20 -4 13 -9 16 28 23 17 -2 -8 -15 25 -12 21 -3 27 -1 -25 -18 -6 -21 -7 -27
right_child=1 5 8 -5 26 12 11 10 -10 -11 19 -13 -14 14 -16 -17 18 -19 -20 22 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.0012460733467346034 0.00096691169159946301 0.00039014303243750512 0.00095584907986851029 0.00064479092635165631 0.00042422287880195561 0.00026797468319772651 0.0010833320672113459 0.00082532051869959287 0.00061426571989396401 0.0012338342797554038 0.00075114862877151758 0.00068609509771608301 7.7947126994760564e-05 0.0010251558590836886 0.00074672788323140607 0.00067831314643662351 0.00093263187948931683 0.00077383020251936237 0.00069761935849765356 0.00066104455321442843 0.00032365818722919238 0.00057986498984886079 0.00035035689116693009 0.0010748584513233738 0.0010268409516224796 0.0011727815457418854 0.00061907624843302489 0.00046436757935831944 0.00047278799702463246 0.0009730405849861164
leaf_weight=21 95 47 34 45 29 32 76 38 77 74 22 26 33 280 25 20 305 22 20 33 60 52 25 945 517 24 46 32 26 40
leaf_count=21 95 47 34 45 29 32 76 38 77 74 22 26 33 280 25 20 305 22 20 33 60 52 25 945 517 24 46 32 26 40
internal_value=0 0.000560801 0.00101197 0.00102541 0.000769489 0.000461674 0.00103262 0.000521779 0.000718895 0.00105458 0.000622137 0.000948361 0.000257582 0.00104725 0.000986961 0.000916721 0.000963025 0.00100685 0.000939521 0.0005532 0.000427102 0.000489795 0.000504813 0.00106054 0.00105788 0.000952632 0.000543733 0.000564219 0.000359788 0.00104794
internal_weight=0 590 2531 2420 190 400 2375 309 111 1884 150 491 91 1810 327 115 465 302 389 112 159 99 90 1483 1462 369 75 65 58 64
internal_count=3121 590 2531 2420 190 400 2375 309 111 1884 150 491 91 1810 327 115 465 302 389 112 159 99 90 1483 1462 369 75 65 58 64
is_linear=0
shrinkage=0.00196078


Tree=5385
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 14 2 4 12 1 4 2 12 49 40 2 50 0 1 52 1 15 0 47 1 12 4 4
split_gain=36.5892 6.18068 3.33185 2.66088 2.03482 2.02428 1.4342 1.29192 1.28869 1.14803 1.0022 0.923927 0.890376 0.653161 0.550152 0.547839 0.447207 0.409013 0.406646 0.38433 0.324043 0.297388 0.2955 0.282479 0.269932 0.239968 0.223486 0.317243 0.304626 0.245528
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.11362000000000001 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.089410000000000003 0.09253500000000002 0.27287000000000006 0.089775000000000008 0.13597000000000004 -0.054984999999999992 -0.077714999999999992 0.094835000000000017 0.041865000000000006 -0.22491999999999998 0.13075500000000004 -0.56176499999999996 0.12408500000000001 -0.089964999999999976 -0.059114999999999994 0.10350500000000001 0.089875000000000024 0.094835000000000017 -0.27825499999999997 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 16 12 -8 -10 -7 17 13 -1 -12 -2 -3 -4 23 -15 -5 -21 -11 24 -6 -17 27 29 -28 -23
right_child=1 4 11 20 18 10 8 -9 9 22 14 -13 -14 19 -16 25 -18 -19 -20 21 -22 26 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012898831411030773 0.00086654175584222753 0.00059879432725475968 0.0013013370262057174 0.00078183698741828695 0.00044705666398175628 0.00062983864954873627 0.0011230950817173603 0.0015059252769064324 0.0010577293399836169 0.00067747948251889228 0.0011605283193269365 0.00076941046963401017 0.00089148088237818543 0.00097782590167195182 0.00085323927532724971 0.0012750609914690717 0.00033090485639724075 0.00098181864806453864 0.00056972770669341626 0.0013813028334508817 0.00051225598207583611 0.0012883145521185031 0.00049533596832403647 9.822345358683145e-05 0.00017479107403009435 0.0010994041093727255 0.0012395609118023506 0.0011680947609819744 0.00090143318561946651 0.0011740535533811339
leaf_weight=1315 23 46 24 60 42 20 30 85 28 134 112 66 25 25 28 67 50 43 26 44 24 284 46 22 21 54 21 239 20 97
leaf_count=1315 23 46 24 60 42 20 30 85 28 134 112 66 25 25 28 67 50 43 26 44 24 284 46 22 21 54 21 239 20 97
internal_value=0 0.000719642 0.00123587 0.000982157 0.000585141 0.00125321 0.000661577 0.00126901 0.000743181 0.000688385 0.00104042 0.000934071 0.00125928 0.00126377 0.00109907 0.00114394 0.000459269 0.00109627 0.000355143 0.00121674 0.000704814 0.00122521 0.000630932 0.000289505 0.000356301 0.00119667 0.00121482 0.0012241 0.00107462 0.00125922
internal_weight=0 673 2448 228 445 2315 334 2155 238 208 160 133 2070 2045 140 144 96 67 111 730 84 705 180 85 63 121 661 620 41 381
internal_count=3121 673 2448 228 445 2315 334 2155 238 208 160 133 2070 2045 140 144 96 67 111 730 84 705 180 85 63 121 661 620 41 381
is_linear=0
shrinkage=0.00196078


Tree=5386
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 3 13 133 4 4 0 15 11 12 16 13 12 4 49 401 133 13 2 160 47 3 401 1446 12 1456
split_gain=0.763133 0.195537 0.0894455 0.0783523 0.0777041 0.0729821 0.0908597 0.0705868 0.0654439 0.0651415 0.0604697 0.0769384 0.0572179 0.093914 0.0783611 0.0569884 0.0548472 0.0533551 0.0648267 0.0525762 0.0604984 0.0666085 0.0649757 0.0748601 0.0579736 0.0516932 0.0482728 0.0540693 0.0811625 0.0930463
threshold=0.102705 -0.053259999999999995 0.31358000000000003 0.40124500000000002 0.10005000000000001 -0.0069549999999999994 0.0015850000000000003 0.09389500000000002 0.42642000000000008 -0.17966999999999997 -0.064754999999999993 -0.040804999999999994 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 -0.004174999999999999 0.085785000000000014 -0.42529999999999996 0.082865000000000008 0.088220000000000007 0.089405000000000012 -0.079299999999999995 0.11682500000000001 -1.0000000180025095e-35 0.10648500000000001 -0.14989499999999997 0.080710000000000018 0.083715000000000026 0.083785000000000012 -0.089834999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 9 4 12 6 7 10 -2 15 11 -6 26 14 -14 -3 -16 -7 -19 20 22 -22 23 -11 -25 -10 27 -1 -29 -30
right_child=1 2 -4 -5 5 17 -8 -9 25 19 -12 -13 13 -15 16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0087380769407380803 0.0081858097718132093 0.0042397301743871399 -0.0016809243959589647 0.0029750025365501646 0.010212390034622144 0.0090189557256443158 0.0061365648676010394 0.0072519147360509033 0.0072714476663220153 0.0097016377989867977 0.0080280346385038955 0.016115047552568072 0.0097692389466932858 0.0056896085917417499 0.019780756320272173 0.011444928594257522 0.012463565730722622 -0.00015565494208463602 0.0071943295099550775 -0.0010444136103615164 0.0052916505301836879 -0.0014274092682171613 0.0031282418274752827 0.0039167947552936231 0.0090658603374052932 0.0010792044000341916 0.010591167241364019 0.015640517628182554 0.0033354235440492632 0.010669753135516657
leaf_weight=1456 214 21 26 22 63 21 124 89 28 42 51 34 35 21 21 23 20 28 21 20 25 36 139 115 27 26 198 27 20 128
leaf_count=1456 214 21 26 22 63 21 124 89 28 42 51 34 35 21 21 23 20 28 21 20 25 36 139 115 27 26 198 27 20 128
internal_value=0 0.00524192 0.00402127 0.00891515 0.00897059 0.00775684 0.00832985 0.00947739 0.00740083 0.00435221 0.0108157 0.0122814 0.00924221 0.011609 0.0132446 0.00800608 0.0162114 0.00480172 0.00299434 0.00395426 0.00421461 0.0013263 0.00476007 0.00599282 0.00489584 0.00429 0.00911669 0.00893769 0.0105985 0.00967863
internal_weight=0 742 474 2379 2357 431 361 237 268 448 148 97 1926 97 76 44 41 70 49 404 384 61 323 184 142 54 1829 1631 175 148
internal_count=3121 742 474 2379 2357 431 361 237 268 448 148 97 1926 97 76 44 41 70 49 404 384 61 323 184 142 54 1829 1631 175 148
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 4 14 2 1 159 2 2 4 0 49 3 1 132 2 0 1 52 159 52 12 12 14 131 3
split_gain=27.2181 4.57201 2.83307 2.55491 1.61357 1.4165 1.2119 1.15012 1.02156 0.85947 0.799994 0.61272 0.553019 0.574447 0.450781 0.599004 0.439019 0.28208 0.267652 0.25865 0.245245 0.418428 0.229731 0.250087 0.34642 0.258434 0.22427 0.202239 0.20177 0.180746
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 -1.0000000180025095e-35 0.092365000000000017 0.14285500000000004 0.40945500000000007 -0.11173999999999999 0.0065400000000000015 -0.014944999999999998 0.091195000000000012 0.08764000000000001 0.31358000000000003 -0.14226499999999997 0.085345000000000018 -0.56176499999999996 0.0089800000000000019 0.086450000000000013 0.051320000000000005 0.095330000000000012 0.096015000000000017 0.091440000000000007 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 8 6 7 11 16 -5 -4 14 13 29 15 20 -3 -16 19 -14 21 -1 -13 24 25 -24 -27 -9 -2 -12
right_child=1 2 10 9 -6 -7 -8 27 -10 -11 12 22 18 -15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011445818227880139 0.0011034058400185625 0.00076524404565395869 0.0007048419926759435 0.0009659146028543976 0.00054049339244231483 0.00070601718734608946 0.00060803332469529583 0.0013347404154885126 0.0009757504045703572 0.00057908366093689732 0.00045104634162842057 0.0011394482482432599 0.00024538860415685202 0.00033306446436300518 0.0010846607563475088 0.0012124361564029716 0.00039559793636271504 0.001006796595429172 0.00042640715057226214 -1.1049102918774474e-05 0.0006647867402609657 0.00078905474989354111 0.00078869132398098126 0.0010719328350713606 0.0010195530503014335 0.0010143834535667441 0.0008917983250427699 0.0011222686705307341 0.00087285764807579561 0.00069334361578783036
leaf_weight=20 54 30 26 34 202 48 24 61 72 63 20 39 62 95 1207 23 21 210 22 20 20 35 48 105 255 104 128 24 20 29
leaf_count=20 54 30 26 34 202 48 24 61 72 63 20 39 62 95 1207 23 21 210 22 20 20 35 48 105 255 104 128 24 20 29
internal_value=0 0.000581291 0.000524487 0.00102653 0.000648303 0.0010394 0.00104634 0.00105096 0.000825357 0.000714674 0.000377624 0.00104229 0.000343319 0.000422007 0.00106423 0.000935616 0.000613037 0.00107312 0.000234366 0.000182843 0.000850724 0.000918337 0.000993344 0.000984441 0.00096727 0.000919654 0.00094675 0.00127475 0.0010411 0.000594447
internal_weight=0 673 599 2448 325 2351 2303 2279 123 97 274 2194 248 144 1515 98 51 1417 104 82 75 55 679 640 535 280 232 85 74 49
internal_count=3121 673 599 2448 325 2351 2303 2279 123 97 274 2194 248 144 1515 98 51 1417 104 82 75 55 679 640 535 280 232 85 74 49
is_linear=0
shrinkage=0.00196078


Tree=5388
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 0 15 2 150 1 4 4 12 160 3 47 1 14 49 1 4 3 0 4
split_gain=32.0228 5.22455 3.15183 2.78941 1.92384 1.63192 1.15819 0.854245 0.837766 0.81502 0.801143 0.649735 0.886538 0.596286 0.564972 0.558233 0.476473 0.470677 0.299389 0.292104 0.277077 0.265464 0.264923 0.218258 0.201057 0.189581 0.185621 0.170291 0.169465 0.159894
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.099515000000000006 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.14122000000000004 0.09253500000000002 -0.10607499999999999 -0.10469999999999999 0.14753000000000002 1.0000000180025095e-35 0.083135000000000014 0.27834500000000006 0.0061450000000000003 0.088245000000000004 0.085130000000000011 -0.13309499999999996 0.090100000000000013 0.089770000000000016 -0.41790499999999997 -0.054319999999999993 0.16175000000000003 -0.036839999999999991 -0.096099999999999977 -0.060129999999999996 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 6 11 -6 13 14 -5 12 -1 16 20 -14 -4 18 22 -17 -7 -3 29 -18 -12 -15 -2 -22 -20 -13
right_child=1 2 8 10 7 9 -8 -9 -10 -11 24 17 15 25 -16 19 23 -19 28 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011400797002959922 0.0011063918027223324 0.00048857853285238996 0.00054800822360751532 0.00094648414863984613 0.00096187263977627786 0.0011036693790643596 0.0013057712523191706 0.00056166004633847089 0.00061926328326815004 0.00067440012424457363 0.00067862388249032913 0.001273088468411796 0.00099714901981909961 0.00021241616288715208 0.00069511403728808672 0.00055539388495464022 0.0004649387407755735 0.00094796181773356151 0.0010572938212400748 0.00084461250842786297 0.00078539302097816095 0.00067655207565636504 0.00092998748398659859 0.00025424386199631864 0.00045683391813000087 -1.4809403745901016e-06 0.00089660970603718481 0.00097212331464572785 0.0009245681472014038 0.0011071106365329465
leaf_weight=51 50 192 40 34 70 62 76 29 34 41 33 23 39 66 28 29 24 114 716 25 20 34 32 89 30 21 24 307 39 749
leaf_count=51 50 192 40 34 70 62 76 29 34 41 33 23 39 66 28 29 24 114 716 25 20 34 32 89 30 21 24 307 39 749
internal_value=0 0.000546831 0.000486108 0.00102977 0.000616705 0.00104322 0.00106863 0.000844639 0.000331204 0.00093819 0.000703918 0.00105871 0.000932324 0.000290396 0.000964126 0.000818393 0.000364095 0.00106958 0.00107848 0.000689291 0.000983489 0.000516858 0.00110481 0.000298993 0.00057301 0.000160786 0.00103835 0.000960703 0.00105044 0.00111206
internal_weight=0 673 599 2448 325 2351 1893 99 274 458 97 1817 144 240 417 93 153 1673 1559 54 389 226 804 113 63 87 74 327 755 772
internal_count=3121 673 599 2448 325 2351 1893 99 274 458 97 1817 144 240 417 93 153 1673 1559 54 389 226 804 113 63 87 74 327 755 772
is_linear=0
shrinkage=0.00196078


Tree=5389
num_leaves=31
num_cat=0
split_feature=1 3 3 3 3 4 2 4 2 3 15 123 14 12 16 3 2 160 2 47 13 12 0 42 484 2 52 52 12 43
split_gain=0.892389 0.216529 0.0999636 0.0943753 0.0868103 0.0827063 0.0848273 0.0788327 0.0816688 0.0888778 0.0697536 0.0637972 0.063221 0.0597724 0.0586683 0.0645002 0.0574904 0.0567141 0.0859408 0.06607 0.0638681 0.114415 0.0846591 0.0647858 0.0653303 0.0617191 0.0612972 0.0614863 0.0572125 0.0673285
threshold=0.102705 -0.053259999999999995 0.31370500000000007 0.076840000000000006 0.11658 0.40124500000000002 0.095545000000000005 -0.03898999999999999 0.10276500000000001 -0.13927999999999999 -0.0088349999999999974 0.084025000000000016 0.076975000000000002 -0.42850999999999995 -0.51370499999999997 0.14121000000000003 0.15950500000000004 0.0030550000000000004 0.10252500000000002 0.081320000000000017 0.038215000000000006 0.085635000000000003 -0.073309999999999986 0.11934000000000002 0.091180000000000011 0.11237500000000002 0.024145000000000003 0.11125500000000001 0.095780000000000018 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -5 6 12 -2 -9 -10 14 17 -1 -4 -6 -16 -15 19 -19 20 23 -22 -23 24 25 26 -8 -28 -27 -30
right_child=1 2 13 4 10 -7 11 8 9 -11 -12 -13 -14 16 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.0098372922099906144 0.010555999054779094 0.0037642998457990684 0.0049000988967184515 0.010744860245077606 0.0029118391174751406 0.0034521355240775108 0.0056485434172264789 0.008446835572122717 0.0064049531475002712 -0.0011354611239353704 0.00058600771514212959 0.0040840543942370763 0.012883238720012383 0.0018248841992159295 0.013206741418689489 0.0060878438643911592 -0.0043904135554012928 0.014121154171374183 0.0087552007546593605 0.012961662015212434 0.00013611821578470644 0.0033292613748926673 0.010955234684956235 0.0044783995177781703 0.014608168005943299 0.015549115790054203 0.013737742734277468 0.0078389000580256236 0.013697585188492668 0.0070861310955288625
leaf_weight=1693 77 223 35 44 26 22 84 115 54 22 23 30 71 46 20 35 22 46 85 28 27 24 37 34 20 20 24 67 24 43
leaf_count=1693 77 223 35 44 26 22 84 115 54 22 23 30 71 46 20 35 22 46 85 28 27 24 37 34 20 20 24 67 24 43
internal_value=0 0.00558295 0.00429845 0.00506363 0.00702141 0.0095551 0.00961206 0.0078548 0.00676583 0.0042222 0.00544611 0.00857737 0.00995989 0.00154232 0.00682614 0.00867653 -0.000185947 0.0088168 0.0106394 0.00826411 0.00793853 0.00555592 0.00795485 0.00860205 0.00909922 0.00867869 0.00759651 0.00939464 0.0108555 0.00945441
internal_weight=0 742 474 371 148 2379 2357 268 191 76 104 593 1764 103 81 55 68 563 131 432 404 88 61 316 282 262 175 91 87 67
internal_count=3121 742 474 371 148 2379 2357 268 191 76 104 593 1764 103 81 55 68 563 131 432 404 88 61 316 282 262 175 91 87 67
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 47 4 14 2 2 47 1 4 3 13 50 1 1 49 4 2 1 4 15 1
split_gain=42.5614 5.20278 4.26035 2.9058 2.66931 1.9461 1.47134 1.31048 1.25501 0.847396 0.812725 0.805164 0.678165 0.637412 0.627883 0.560307 0.550397 0.464445 0.553077 0.411338 0.407641 0.394419 0.383242 0.371565 0.360965 0.386452 0.555222 0.325034 0.311418 0.29822
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 -0.16363499999999997 0.10803500000000001 0.077555000000000013 0.053180000000000012 0.076175000000000007 0.11389000000000002 0.13093500000000002 0.091680000000000011 0.122715 -0.059649999999999988 0.090900000000000009 -1.0000000180025095e-35 0.041865000000000006 0.12958500000000003 0.12000500000000001 -0.085174999999999987 -0.51253999999999988 0.089005000000000015 0.081315000000000012 -0.008819999999999998 -0.086254999999999984 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 16 7 12 22 -5 21 13 14 24 17 -8 23 27 -1 -19 -11 28 -9 -3 -10 -4 -26 -27 -2 29 -7
right_child=1 5 6 8 -6 20 11 9 15 19 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013402551762374912 0.0013285692747018712 0.00065170145590540043 0.0015834545850558998 0.0012616068709130381 0.00066002043407429136 0.00045467138110401751 0.0012686840341566434 0.0011529792505258331 0.0010098783603680679 0.00057539496301569617 0.0015039806606388893 0.0010847876789523106 0.00156813849247044 0.00084798780735582111 0.00091552179379790434 0.0010660419823775027 0.0009073910654155365 0.0012130987445654218 0.00088041963545130747 0.00077646189000766055 0.0005464414058767293 0.00077252118976092808 0.00036236025117776527 0.00072416649437418172 0.0013440589137099039 0.0012903457097520521 0.00099686753199575758 0.0010809793224261996 5.1915298453440849e-05 0.00018825540976489291
leaf_weight=71 47 24 21 31 74 35 600 22 21 94 35 125 47 20 20 31 29 83 25 67 26 20 66 105 967 302 27 36 20 30
leaf_count=71 47 24 21 31 74 35 600 22 21 94 35 125 47 20 20 31 29 83 25 67 26 20 66 105 967 302 27 36 20 30
internal_value=0 0.000677633 0.00126244 0.0010826 0.000948999 0.000552697 0.00129843 0.00063646 0.000901075 0.000723774 0.00122844 0.00122835 0.0013367 0.00117998 0.00125729 0.000829887 0.00113993 0.00121707 0.00113609 0.000659069 0.000331594 0.000971809 0.000439518 0.000771785 0.00132844 0.00132431 0.00126626 0.00122118 0.000265876 0.00033171
internal_weight=0 590 2531 422 186 404 2109 293 188 203 234 745 1364 199 620 157 112 179 108 161 111 42 90 126 1317 1296 329 83 85 65
internal_count=3121 590 2531 422 186 404 2109 293 188 203 234 745 1364 199 620 157 112 179 108 161 111 42 90 126 1317 1296 329 83 85 65
is_linear=0
shrinkage=0.00196078


Tree=5391
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 47 1 2 2 4 4 0 0 156 48 4 15 157 42 3 14 16 47 15 10 4
split_gain=22.0589 3.63744 1.99156 1.82952 1.31897 0.969368 0.737665 0.680498 0.694333 0.680144 0.561329 0.542546 0.422981 0.431453 0.375047 0.336119 0.329483 0.275001 0.25434 0.225565 0.377493 0.238467 0.254837 0.239019 0.194403 0.185826 0.18582 0.182153 0.287933 0.165422
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.13082500000000002 0.077845000000000011 0.11474000000000002 0.14753000000000002 0.27834500000000006 0.27834500000000006 -0.15599999999999997 -0.079119999999999982 -0.0011799999999999998 0.093265000000000015 -0.49013999999999996 0.050935000000000008 0.065625000000000003 0.087505000000000013 -0.11171999999999999 -1.0000000180025095e-35 -0.12029499999999999 0.090100000000000013 -0.41942499999999994 -0.38124499999999995 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 8 15 12 -5 29 13 -4 24 -1 -10 -18 19 -19 21 22 23 -21 -9 -26 -3 -14 -29 -6
right_child=1 2 9 10 11 -7 -8 14 16 -11 -12 -13 27 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00085029215193058443 0.00093433079439512339 0.00047592698073690282 0.00055530992359397748 0.00089309351096133224 0.00090778908996296036 0.00066176118641890882 0.001123657423644618 0.0010572139177224438 0.00097836359178989324 0.00060383222669473579 0.00056250784584294642 0.00050417186442786954 0.00032669065860282704 0.00031835094317835054 0.00061029274134486648 0.000547654906950411 0.001068245020567202 0.0010113933487436429 0.00074870803442989747 0.00054836944503115835 0.00093877497587927428 0.00096161940254643329 0.0008935732048710967 0.00079887392519808868 0.00091889483254481495 0.00082237747547704825 0.00063473850940213054 0.00029604323520142513 1.1121107613838284e-05 0.0007242943736073239
leaf_weight=43 76 200 40 28 51 48 84 21 1160 37 67 24 32 113 22 21 46 89 35 27 324 31 36 32 131 185 33 25 30 30
leaf_count=43 76 200 40 28 51 48 84 21 1160 37 67 24 32 113 22 21 46 89 35 27 324 31 36 32 131 185 33 25 30 30
internal_value=0 0.000529644 0.000479634 0.000926677 0.000580645 0.000937529 0.000943317 0.00093644 0.000951646 0.000356378 0.000659944 0.000763107 0.000318229 0.000380301 0.000858337 0.000750989 0.000958861 0.000922371 0.000910681 0.000921198 0.00090336 0.000812292 0.000763564 0.000684236 0.00087453 0.000862389 0.00049842 0.000209067 0.000140631 0.000839828
internal_weight=0 691 615 2430 338 2335 2287 2203 1844 277 95 105 240 153 359 64 1780 620 574 539 450 126 95 59 337 316 233 87 55 81
internal_count=3121 691 615 2430 338 2335 2287 2203 1844 277 95 105 240 153 359 64 1780 620 574 539 450 126 95 59 337 316 233 87 55 81
is_linear=0
shrinkage=0.00196078


Tree=5392
num_leaves=31
num_cat=0
split_feature=1 3 1 45 10 124 4 2 42 376 15 41 43 4 15 484 52 12 475 1213 13 3 0 16 160 160 4 16 484 49
split_gain=1.02274 0.239263 0.104936 0.146421 0.0945793 0.0889569 0.0879053 0.0822222 0.0780648 0.0611833 0.0609406 0.114309 0.109815 0.0696184 0.188385 0.219815 0.194187 0.0707129 0.0661643 0.0948141 0.0613378 0.0576574 0.064337 0.0557984 0.0545872 0.123658 0.0757847 0.0858529 0.0698386 0.0589484
threshold=0.102705 -0.053259999999999995 0.14262000000000002 0.10041000000000001 -0.062879999999999978 -0.076779999999999987 0.098655000000000007 0.13404500000000005 0.11066000000000001 0.084985000000000019 0.040760000000000005 0.075585000000000013 -0.51144999999999985 -0.42529999999999996 -0.0063699999999999989 0.073690000000000019 0.077655000000000016 0.085325000000000012 -0.084144999999999984 0.085640000000000008 0.016935000000000002 -0.047929999999999993 -0.11013499999999998 0.13751500000000003 0.10455000000000002 0.08443500000000001 0.24564500000000003 -0.069144999999999984 -0.0082299999999999995 0.097685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 8 -4 9 -2 10 -3 -1 12 21 -7 20 18 16 17 -16 -15 24 -14 22 -12 -9 25 26 27 28 -20 -27
right_child=1 2 4 -5 -6 7 -8 23 -10 -11 11 -13 13 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0056721129506032038 0.0098895742666943211 0.0053176121136884859 -0.0044427158299367876 0.013705064123496414 0.0032860823557712138 0.0027722724491641634 0.0062128288483641507 0.0032531636094467508 -0.00047636858932673934 0.011847260244013299 0.005403921935383393 0.016160563000182555 0.011026384735479951 0.012194241368350657 0.015626674808057336 -0.0021862445076784262 0.00024753029325178693 0.0084460402169497691 0.01502085120494788 0.0037135798096035923 0.01644204087908669 0.014600242535877779 0.010754789361046697 0.010037626925093884 0.0075546130747840695 0.012454792144866188 0.0052311650124576064 0.0092578899734113828 0.010737190679414199 0.018624227972967283
leaf_weight=68 157 333 20 20 76 21 111 27 25 21 23 41 75 150 24 26 21 32 51 24 29 38 976 22 76 59 33 371 150 21
leaf_count=68 157 333 20 20 76 21 111 27 25 21 23 41 75 150 24 26 21 32 51 24 29 38 976 22 76 59 33 371 150 21
internal_value=0 0.00597861 0.00462836 0.00537819 0.00167592 0.010231 0.00836674 0.0103515 0.004913 0.00712917 0.0104401 0.0109818 0.00993808 0.0100699 0.00982271 0.00576378 0.0084482 0.0115235 0.0102698 0.00990212 0.0125365 0.010777 0.0106316 0.00629925 0.0100973 0.0103794 0.00989082 0.0101596 0.0118241 0.0140743
internal_weight=0 742 474 378 96 2379 268 2290 358 89 2241 1078 1163 1142 1038 103 77 56 935 785 104 1037 999 49 761 685 605 572 201 80
internal_count=3121 742 474 378 96 2379 268 2290 358 89 2241 1078 1163 1142 1038 103 77 56 935 785 104 1037 999 49 761 685 605 572 201 80
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 1 2 1 14 4 52 0 15 47 49 0 4 4 50 475 3 1 150 47 1 4 1 2
split_gain=48.1857 7.98036 3.68012 3.48097 2.75198 2.16348 1.57388 1.21802 1.20781 1.03652 0.917052 0.774919 0.686924 0.613562 0.619169 0.564326 0.562657 0.538305 0.538234 0.510999 0.454271 0.430882 0.43032 0.420262 0.412895 0.368788 0.367643 0.317698 0.295274 0.269653
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.099515000000000006 -0.35136499999999998 0.12337000000000002 0.14960000000000004 0.092845000000000025 0.062655000000000016 0.033845000000000007 -0.53964499999999982 -0.11173999999999999 -0.097454999999999986 0.10648500000000001 -0.054984999999999992 -0.079119999999999982 0.40945500000000007 -0.55119499999999988 0.041865000000000006 -0.066784999999999983 -0.12711499999999995 0.083345000000000016 1.0000000180025095e-35 0.09550500000000002 0.13075500000000004 0.42642000000000008 0.076935000000000017 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 10 -3 15 21 -5 11 13 -2 14 -1 27 -14 -15 -9 -19 29 -7 -21 -13 28 -25 -4 -8 -23 -6
right_child=1 4 26 9 20 8 7 18 -10 -11 -12 23 16 17 -16 -17 -18 19 -20 22 -22 24 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016359004675579802 0.0015864856297673742 0.0012711649811735339 0.00095433960367881452 0.0013825307100237395 0.00048690806380980497 0.001575052435188598 0.00080949241508406356 0.00082385162057959694 0.00097605176888080378 0.00096251449577303811 0.0017490039292196247 0.0014642808202695965 0.0010181989974828698 0.0015710864534521343 0.0012495340329916589 0.0011633937027286428 0.0013704511228284472 0.0017799726994492367 0.0005563959588448438 0.0012620432671877064 0.00071381304011333224 0.0013803894205345094 0.0014927601376969123 0.0010631047544932631 0.001127003426804687 0.0014105590194268944 0.00066786767592276225 0.0010165247910226155 0.0015433801307397732 0.0002415664061855257
leaf_weight=23 45 30 61 37 61 54 124 45 26 58 76 103 22 1170 52 27 84 22 81 34 26 294 362 23 22 24 24 37 50 24
leaf_count=23 45 30 61 37 61 54 124 45 26 58 76 103 22 1170 52 27 84 22 81 34 26 294 362 23 22 24 24 37 50 24
internal_value=0 0.000907219 0.0011998 0.00149402 0.000755461 0.00150899 0.000842083 0.000801088 0.00138616 0.0011261 0.00153799 0.00152915 0.00138351 0.00154132 0.00136802 0.000901064 0.00129734 0.00154951 0.000651916 0.00148911 0.00048701 0.00141155 0.00147295 0.00139417 0.00138743 0.00124053 0.000873453 0.000857071 0.00140408 0.000417635
internal_weight=0 691 236 2430 455 2335 344 314 446 95 1889 1813 151 1663 75 188 106 1588 126 418 111 420 396 150 366 47 85 161 344 85
internal_count=3121 691 236 2430 455 2335 344 314 446 95 1889 1813 151 1663 75 188 106 1588 126 418 111 420 396 150 366 47 85 161 344 85
is_linear=0
shrinkage=0.00196078


Tree=5394
num_leaves=31
num_cat=0
split_feature=1 4 1 155 457 12 2 0 2 4 2 4 14 147 49 49 13 3 401 0 484 13 13 484 1429 133 11 4 0 48
split_gain=1.03683 0.169151 0.148182 0.113172 0.099082 0.113248 0.0935526 0.106968 0.0870155 0.127314 0.0813376 0.0811509 0.0722372 0.0668483 0.0607238 0.0602413 0.0540356 0.0761373 0.0533826 0.0571078 0.0492636 0.0852198 0.144473 0.0571464 0.154364 0.228142 0.0670325 0.0756505 0.111107 0.0910467
threshold=0.10920500000000001 0.27287000000000006 0.094385000000000011 0.10158500000000002 0.080930000000000016 -0.010834999999999999 1.0000000180025095e-35 -0.019414999999999998 0.10644500000000001 -0.069389999999999993 0.25063000000000007 0.10637500000000001 0.062655000000000016 0.089365000000000014 0.0093850000000000027 -1.0000000180025095e-35 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.036484999999999997 0.091180000000000011 -0.085384999999999975 -0.081829999999999986 0.085595000000000018 0.032755000000000006 0.085815000000000016 0.081365000000000007 -0.082249999999999976 -0.06563999999999999 0.08832000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 6 5 14 7 -2 12 -10 16 15 13 20 -4 -7 17 -3 19 -19 23 -22 -23 26 -25 -26 27 29 -29 -1
right_child=1 10 4 -5 -6 11 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.012164303081520243 0.0099588966772425919 0.0090877588427461242 0.007697182508357066 0.01405807267451151 0.005119163279006308 0.015518948793411256 0.0047994553822519291 0.0019476100837346169 0.0025619255346727783 0.0095965187426292949 -0.0018821914990743002 0.0061441683123797872 0.013647709648315626 0.0059499216265976431 0.001095542355588722 0.010292288134955269 7.0618178662178782e-05 0.0036201927349526052 -0.00093782031573937281 0.0082574854802453159 0.016990270002773315 0.0052452451324668421 0.013841580816466983 0.015451447665691377 -0.00075993172785577677 0.011289179923407959 0.004949213322252035 0.010471892722074272 0.0031293039054920281 0.0052641900232993071
leaf_weight=436 100 34 38 22 74 25 137 20 29 228 24 43 83 30 22 187 28 136 20 33 33 29 60 21 30 33 20 1105 21 20
leaf_count=436 100 34 38 22 74 25 137 20 29 228 24 43 83 30 22 187 28 136 20 33 33 29 60 21 30 33 20 1105 21 20
internal_value=0 0.00543957 0.0102097 0.00717435 0.00841194 0.00918548 0.00658509 0.00862368 0.0105308 0.00880273 0.00367955 0.0101052 0.010762 0.0106317 0.00527658 0.0109086 0.00421135 0.00473126 0.00394755 0.0045257 0.0107094 0.0126499 0.0110405 0.010569 0.00802649 0.00555151 0.0107023 0.010775 0.010335 0.0118617
internal_weight=0 554 2567 279 389 315 257 120 2178 257 275 255 1921 1838 60 212 251 223 189 169 1808 122 89 1686 84 63 1602 1582 1126 456
internal_count=3121 554 2567 279 389 315 257 120 2178 257 275 255 1921 1838 60 212 251 223 189 169 1808 122 89 1686 84 63 1602 1582 1126 456
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 4 150 1 50 2 40 1 2 1 4 2 4 12 1 1 52 0
split_gain=35.7545 5.67164 2.98971 2.76367 1.88765 1.76112 1.23781 1.00751 0.982977 0.898205 0.84926 0.558425 0.819221 0.532038 0.436305 0.401918 0.387069 0.359145 0.302987 0.290126 0.27834 0.275946 0.27132 0.210343 0.207785 0.215139 0.191798 0.169931 0.168547 0.150652
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 -0.15289999999999995 1.0000000180025095e-35 0.122715 0.041865000000000006 -0.0091949999999999983 -0.077714999999999992 0.12408500000000001 0.089525000000000007 0.11910500000000002 0.057560000000000007 0.31358000000000003 -0.0057249999999999992 0.084735000000000019 0.076935000000000017 0.12958500000000003 -0.53964499999999982 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 18 27 11 14 -4 20 17 -9 22 28 23 -13 -3 -15 -1 -5 26 -6 25 -22 29 -8 -2 -7
right_child=1 4 10 21 16 9 7 13 -10 -11 -12 12 -14 19 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013111494928945691 0.0013042386697844875 0.00060669509471669627 0.0011577198885578874 0.00080355753874251576 0.00038179626487936719 0.0012139664940974291 0.0010754634378071887 0.00098842113333589892 0.0015047447408008377 0.00087540631250637333 0.00077319331362801769 0.00099498290641635077 0.00084571898879145114 0.00069806489701901015 0.00095078080819517964 0.00094508662784599301 0.00059400840639944441 0.0012502998872427065 0.00038619270161086434 0.0005091176688193711 0.0014180569777002042 0.00057718082028576851 0.0011053557640040598 0.00016510912880691049 0.001192898783013607 0.0012625447458786358 0.0013061840611114769 0.00084768689876677937 0.0011475160918837668 0.0010604022211637817
leaf_weight=1018 41 46 34 47 61 200 34 20 76 41 63 23 23 122 30 29 26 268 50 42 39 37 97 24 149 278 81 20 74 28
leaf_count=1018 41 46 34 47 61 200 34 20 76 41 63 23 23 122 30 29 26 268 50 42 39 37 97 24 149 278 81 20 74 28
internal_value=0 0.000735021 0.00124532 0.000986493 0.000606177 0.00125924 0.000679798 0.000755608 0.00128632 0.00115287 0.000907976 0.00127709 0.00120196 0.000686496 0.00117896 0.00115137 0.000384652 0.00123012 0.00049185 0.000649676 0.00129298 0.000703844 0.00119583 0.000320614 0.00125329 0.00128168 0.00122422 0.000991102 0.00120339 0.00119511
internal_weight=0 673 2448 228 445 2351 334 238 1874 477 97 1798 314 184 436 144 111 291 96 164 1484 84 406 85 466 317 309 54 115 228
internal_count=3121 673 2448 228 445 2351 334 238 1874 477 97 1798 314 184 436 144 111 291 96 164 1484 84 406 85 466 317 309 54 115 228
is_linear=0
shrinkage=0.00196078


Tree=5396
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 4 0 49 1 4 2 4 150 12 131 2 0 3 47 4 1 3 2 131 43
split_gain=24.4315 4.02439 2.59156 2.21102 1.5164 1.32797 0.929153 0.667637 0.662051 0.648898 0.569059 0.485119 0.759226 0.502796 0.493305 0.473149 0.614138 0.407467 0.307409 0.304081 0.293631 0.256052 0.248719 0.239291 0.233662 0.205907 0.203995 0.202798 0.199847 0.181947
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.14122000000000004 0.09253500000000002 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.14285500000000004 0.40945500000000007 1.0000000180025095e-35 0.087765000000000024 0.086835000000000009 0.31358000000000003 -0.061629999999999997 -0.13309499999999996 0.090100000000000013 -0.51843499999999987 0.089875000000000024 0.0068900000000000012 0.087995000000000004 0.091440000000000007 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 11 -4 17 -5 -6 12 13 -1 18 16 26 22 24 20 -17 -20 -7 29 -13 -26 -9 -15 -2 -3
right_child=1 2 7 9 10 8 -8 15 -10 -11 -12 14 -14 27 -16 19 -18 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010053036087492599 0.0010735631903488736 0.00036413915191744502 0.00068532969454250005 0.00093018715468588722 0.00093976392770004486 0.0010724754344361525 0.0012498341581492968 0.00045380254531753999 0.00068337877937078135 0.00059406738861620778 0.00062482748911076903 0.0012797178479692403 0.0011698982194692147 0.0008363123128089662 0.00091109388851545715 0.00026600962545390486 0.00033588507092558812 0.00072348041131215933 0.0010283685337431887 0.00045897938965183953 -7.2192375128175697e-06 0.00086549707562435564 0.0009392937884741099 0.00071092082242317056 0.0010757838406886919 0.00088311928073724543 0.00071121135473432688 0.00061883261329129192 0.00084411588223541481 0.00055015776160273607
leaf_weight=42 54 23 26 34 71 64 76 20 41 63 32 21 35 34 110 62 95 30 766 22 20 39 342 32 697 22 29 32 20 167
leaf_count=42 54 23 26 34 71 64 76 20 41 63 32 21 35 34 110 62 95 30 766 22 20 39 342 32 697 22 29 32 20 167
internal_value=0 0.000580161 0.000526867 0.00100199 0.000645288 0.00101396 0.00103747 0.000386404 0.000921593 0.000711883 0.00084192 0.0010285 0.000918926 0.000837593 0.00103796 0.000355065 0.000427849 0.000943994 0.001047 0.000254286 0.000199368 0.00102048 0.000960288 0.000554059 0.00107584 0.00106989 0.000606147 0.000730868 0.00101155 0.00052764
internal_weight=0 673 599 2448 325 2351 1874 274 477 97 103 1798 143 108 1655 248 144 436 1545 104 82 805 406 222 740 719 49 66 74 190
internal_count=3121 673 599 2448 325 2351 1874 274 477 97 103 1798 143 108 1655 248 144 436 1545 104 82 805 406 222 740 719 49 66 74 190
is_linear=0
shrinkage=0.00196078


Tree=5397
num_leaves=31
num_cat=0
split_feature=1 1 1 12 150 12 4 2 4 14 150 43 4 3 4 479 156 4 49 49 0 49 51 484 4 0 0 51 0 131
split_gain=1.14473 0.177099 0.157371 0.148187 0.109545 0.125922 0.0949775 0.0903948 0.133105 0.0751243 0.0664362 0.0624918 0.0871798 0.0618364 0.06864 0.0626078 0.0609783 0.0593763 0.0593219 0.0572948 0.0566764 0.0750352 0.0645904 0.0547809 0.0659785 0.110415 0.108375 0.0904512 0.0877375 0.0642891
threshold=0.10920500000000001 0.13559000000000002 0.094385000000000011 0.085055000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.036839999999999991 0.11362000000000001 -0.064804999999999988 0.062655000000000016 0.084555000000000019 -0.52440999999999993 -0.52556499999999995 0.090900000000000009 -0.059649999999999988 0.098035000000000011 0.096630000000000008 0.010840000000000001 -0.050619999999999991 0.0093850000000000027 0.024095000000000002 -0.032624999999999994 0.10614000000000001 0.091180000000000011 0.0052350000000000009 -0.14649999999999996 -0.11991499999999998 -0.047599999999999996 -0.086074999999999985 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 16 5 19 -5 9 -9 11 -6 -1 -13 15 -15 23 -2 -12 -19 -4 21 -3 -23 24 26 -26 -14 -27 29 -28
right_child=1 20 4 6 10 -7 -8 8 -10 -11 17 12 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 27 28 -29 -30 -31
leaf_value=0.0057735996498238483 0.0049263668065981535 -0.00049433786902696852 0.0082594279387894157 0.014895348207625961 0.0011309671880943436 0.010873674042015703 0.0083470137877706095 0.0014499187890795015 0.0099758418439470243 0.014271427435991186 0.010395222622271931 0.016699692944128968 0.0055359377153217796 0.011594628871628834 0.0051329448286976135 0.0075137639916393649 0.0096850401203658794 0.00093766636564396322 0.0083118370656544965 0.0011401681565621402 -0.001380246938408717 0.0040303207824895666 0.010208269124850631 0.013411357525898886 0.016784276962280274 0.0034858786465170296 0.012454876716459833 0.0097747183746871181 0.011057108207460885 0.017487474553356017
leaf_weight=21 205 31 26 28 21 241 106 21 143 83 37 29 30 31 35 43 31 20 24 20 23 110 20 123 20 26 424 190 932 27
leaf_count=21 205 31 26 28 21 241 106 21 143 83 37 29 30 31 35 43 31 20 24 20 23 110 20 123 20 26 424 190 932 27
internal_value=0 0.0057986 0.0108108 0.00705945 0.00895814 0.00995855 0.00971532 0.0111417 0.00888411 0.0113256 0.00614324 0.0111989 0.0112586 0.0111747 0.00816798 0.011284 0.00555145 0.00744272 0.00495994 0.0051641 0.00326321 0.00392656 0.00498077 0.0113755 0.0112237 0.00967591 0.0114822 0.00901773 0.0116112 0.0127562
internal_weight=0 554 2567 370 389 287 134 2178 164 2014 102 1931 1910 1881 66 1815 236 81 44 46 184 161 130 1772 1649 236 1413 216 1383 451
internal_count=3121 554 2567 370 389 287 134 2178 164 2014 102 1931 1910 1881 66 1815 236 81 44 46 184 161 130 1772 1649 236 1413 216 1383 451
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 2 4 124 47 48 14 0 15 4 1 0 4 15 1 2 47 4 50 14 1 16 48 49 1
split_gain=40.8085 6.49639 4.02298 3.89874 2.96004 1.92007 1.28962 1.18177 1.06912 0.734315 0.721096 0.688259 0.63471 1.07425 0.48706 0.458947 0.439953 0.426092 0.393082 0.793677 0.381542 0.341491 0.433704 0.4704 0.31433 0.348531 0.389835 0.367005 0.312525 0.279814
threshold=0.10508500000000001 -0.40967499999999996 1.0000000180025095e-35 0.13559000000000002 0.088725000000000012 0.092235000000000025 0.14122000000000004 0.40473500000000007 -0.080389999999999989 0.13082500000000002 -0.015314999999999997 0.062655000000000016 -0.10607499999999999 -0.10653 -0.013514999999999998 0.075045000000000014 -0.14226499999999997 0.0082450000000000006 -0.23060499999999998 0.086455000000000018 0.25063000000000007 0.078345000000000012 0.41555500000000006 0.081075000000000022 -0.46413499999999996 0.11669000000000002 -0.29154999999999992 0.085700000000000012 -0.08130999999999998 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 21 11 10 -6 28 20 -7 12 13 -1 15 -12 -15 29 -16 -20 -5 24 23 -23 -3 26 -26 -28 -4 -14
right_child=1 3 8 9 7 6 -8 -9 -10 -11 14 -13 17 16 18 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014772848009024311 0.0013127504108492692 0.00085781056243999332 0.00094422188055101738 0.0004496367868725767 0.0011791274840830207 0.00095452883993001547 0.00089497899575161619 0.00075777397013778217 0.0012287977655060817 0.00077965104061804725 0.0012721543775254358 0.0015550068554284074 0.0013740814864355902 0.0011766129009764443 0.0014449525837804756 0.0014271205295947878 0.0008587362719517128 0.0011991308942692828 0.0012161209328014166 0.00081171052128660914 0.00021991692393387145 0.0011431025910903427 0.00058303812266378898 0.00073965735879598881 0.00084062128905775988 0.00052339986210926345 0.00045717486010796551 0.00071688541077740418 0.00067190411281922724 0.0012909813307647742
leaf_weight=36 71 25 26 122 83 30 41 37 28 22 285 62 1158 47 25 99 26 64 278 20 36 20 22 25 43 80 35 52 43 180
leaf_count=36 71 25 26 122 83 30 41 37 28 22 285 62 1158 47 25 99 26 64 278 20 36 20 22 25 43 80 35 52 43 180
internal_value=0 0.000751796 0.00129697 0.000685637 0.000788694 0.00131312 0.00123344 0.00104921 0.000905649 0.000444028 0.00125227 0.00135253 0.00134422 0.00120009 0.00126491 0.00131211 0.0010634 0.00135543 0.00120879 0.00118898 0.000397296 0.000685177 0.000808662 0.000918966 0.000649971 0.000625228 0.000687891 0.000612404 0.000774517 0.0013629
internal_weight=0 673 2448 602 422 2351 778 120 97 180 737 1573 1511 109 707 384 73 1402 323 298 158 302 67 45 235 210 130 87 69 1338
internal_count=3121 673 2448 602 422 2351 778 120 97 180 737 1573 1511 109 707 384 73 1402 323 298 158 302 67 45 235 210 130 87 69 1338
is_linear=0
shrinkage=0.00196078


Tree=5399
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 159 1 2 1 14 1 1 4 1 457 49 2 2 13 0 14 39 12 52 0 2 1429 15 13
split_gain=29.1921 3.39903 3.20336 2.63385 1.82962 1.26536 0.981263 0.931786 0.833265 0.82241 0.575592 0.407661 0.384343 0.375001 0.967328 0.604981 0.345876 0.317345 0.498837 0.311027 0.255824 0.23138 0.23434 0.201043 0.180179 0.182717 0.160229 0.15635 0.155591 0.353586
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.13754500000000003 0.082585000000000006 0.13075500000000004 0.089775000000000008 0.09253500000000002 0.076175000000000007 0.091195000000000012 0.16175000000000003 -0.013514999999999998 0.088975000000000012 0.032140000000000009 -0.012034999999999999 0.11177500000000001 -1.0000000180025095e-35 -0.16152999999999998 -0.066089999999999996 -0.44847999999999993 0.088025000000000006 0.090285000000000018 -0.56176499999999996 -0.093584999999999988 0.14753000000000002 -0.015219999999999999 -0.037864999999999989 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 8 17 21 10 -4 11 -1 -9 19 23 -16 -2 18 -5 -10 -13 -3 -23 -15 -21 -26 -8 -18 29 -19
right_child=1 7 9 6 -6 -7 26 12 13 -11 -12 20 -14 14 15 -17 27 28 -20 24 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011969850232055072 0.00079532716350228178 0.00073393008487752497 0.0010588375488435795 0.00061449712732794624 0.0007538200914859772 0.00083087795451346972 0.00051549209558681862 0.00043040707204786556 0.00091514471365290197 0.00069269456836386183 0.0013806862493396369 0.0011274670328493125 0.00016425961372899074 0.0011544625423007225 0.0010118994775515401 0.00054070628321200025 0.0012284614319672215 0.00057084045845086492 0.00096886207590472686 0.0012691592743927496 0.0009007739377956764 0.00061893602459626713 0.00039915598052389482 0.0010619677016808413 0.0012820757971424349 0.0011344659762586762 0.00030105337022301974 0.0010358716571357363 0.00051393982657163323 0.00091219351279969306
leaf_weight=1107 20 41 34 24 45 46 37 126 21 77 58 216 25 158 22 20 21 28 42 51 21 66 26 211 35 409 21 71 22 20
leaf_count=1107 20 41 34 24 45 46 37 126 21 77 58 216 25 158 22 20 21 28 42 51 21 66 26 211 35 409 21 71 22 20
internal_value=0 0.000646233 0.00113056 0.00078961 0.0011455 0.00115292 0.000651389 0.000491749 0.00115928 0.000804846 0.00118944 0.00118118 0.000386343 0.00111367 0.00106948 0.000787522 0.00102903 0.000742457 0.000840002 0.00114887 0.00110738 0.000611421 0.000556824 0.00110157 0.00115878 0.0011461 0.00043785 0.00107983 0.000650487 0.000713071
internal_weight=0 590 2531 306 2420 2375 194 284 2329 111 1402 1344 151 927 411 42 112 136 66 516 237 133 92 369 495 444 58 92 70 48
internal_count=3121 590 2531 306 2420 2375 194 284 2329 111 1402 1344 151 927 411 42 112 136 66 516 237 133 92 369 495 444 58 92 70 48
is_linear=0
shrinkage=0.00196078


Tree=5400
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 457 2 1 2 2 50 49 52 40 4 2 1 39 14 475 52 16 16 47 16
split_gain=21.0913 2.63974 2.22213 1.41704 1.38779 1.04923 0.649579 0.724574 0.574342 0.548046 0.530794 0.579251 0.342655 0.291207 0.344375 0.252015 0.250869 0.22419 0.221924 0.209154 0.24005 0.204186 0.189579 0.184823 0.177397 0.247418 0.218993 0.167145 0.15405 0.148639
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.09253500000000002 0.080930000000000016 0.13501500000000002 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.041865000000000006 -0.012034999999999999 -0.56176499999999996 -0.077714999999999992 -0.55119499999999988 0.092365000000000017 0.12958500000000003 0.098220000000000016 -1.0000000180025095e-35 -0.07550999999999998 0.039215000000000007 -0.25582999999999995 -0.11118499999999999 0.090280000000000013 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 6 18 21 12 -4 11 17 19 14 -14 27 -2 -6 -3 -1 -21 -8 23 -9 -19 26 -26 -7 -18 -27
right_child=1 5 9 -5 10 15 7 22 -10 -11 -12 -13 13 -15 -16 -17 28 24 -20 20 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0010863789342303964 0.00057645461266385564 0.00038102412823305909 0.00079081761827982412 0.00042582161210476857 0.00096551844552785415 0.00021281366777040211 0.00083677359589387176 0.00058017143217409663 0.0010567038344432296 0.00049192515425507371 0.00053736444902654644 0.00058771772081872412 0.00063499777362064421 0.00065289174034456653 0.00086672900121651832 0.00036066806071675288 0.00092354987886537725 0.00091671620968380269 0.00018585644868960349 0.00090576065125375776 0.00084205149942930761 0.00056303211574570511 0.00026733815810692506 0.00040748396462161792 0.00055211578680902933 0.00086815909742410011 0.00076142429137242989 3.6142101453966783e-05 0.00075732282362248624 0.00069037074454469623
leaf_weight=22 20 42 34 74 35 50 22 31 77 77 34 48 27 33 284 26 34 45 48 1210 280 20 27 103 22 130 152 35 58 21
leaf_count=22 20 42 34 74 35 50 22 31 77 77 34 48 27 33 284 26 34 45 48 1210 280 20 27 103 22 130 152 35 58 21
internal_value=0 0.000443079 0.000854756 0.000636373 0.000867199 0.000354087 0.000415591 0.000477064 0.000890767 0.000583478 0.00077365 0.000791385 0.000883883 0.000828027 0.000846611 0.000191739 0.000775487 0.000815523 0.000276935 0.000896591 0.000893788 0.000706421 0.000417232 0.000447434 0.000801334 0.000785358 0.00073496 0.000140067 0.000818755 0.000843434
internal_weight=0 590 2531 186 2420 404 293 203 1933 111 487 453 1856 344 311 111 112 405 90 1512 1490 42 161 134 370 325 174 85 92 151
internal_count=3121 590 2531 186 2420 404 293 203 1933 111 487 453 1856 344 311 111 112 405 90 1512 1490 42 161 134 370 325 174 85 92 151
is_linear=0
shrinkage=0.00196078


Tree=5401
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 2 4 4 14 15 49 47 47 0 16 51 1 1 1 1 0 1 124 4 4
split_gain=70.7047 8.14083 6.70568 4.72375 4.04429 3.00904 2.87979 2.18245 2.02479 1.74101 1.37455 1.3488 1.26919 1.14706 1.00536 0.763725 0.757625 0.732668 0.704631 0.666075 0.665062 0.655532 0.642058 0.570431 0.560842 0.471505 0.466561 0.476986 0.453025 0.41979
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092845000000000025 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.11389000000000002 0.018150000000000003 -0.062539999999999984 0.076175000000000007 0.13592500000000005 -0.012034999999999999 0.077555000000000013 0.091680000000000011 -0.11173999999999999 -0.43320999999999993 -0.10056999999999998 0.16175000000000003 0.12000500000000001 0.13075500000000004 0.11654500000000001 -0.10011499999999998 0.10124500000000002 -0.072314999999999977 0.27044500000000005 -0.50262499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 7 13 22 -6 -9 16 14 -11 18 25 -2 20 26 19 -4 -1 -7 -3 -5 -14 -8 27 -10 -13 -20
right_child=1 5 6 23 8 21 11 9 17 12 -12 28 24 -15 -16 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016562730582886901 0.00094928911430578605 0.00067147939843338687 0.001500378367947597 0.00077741330032985584 0.0014932127299011589 0.00034469294402857912 0.001724757977830159 0.0012176362228911129 0.00083815295322268611 0.0011432314272465602 0.00094079786763929044 0.0012943452744882704 0.0007446685224793691 0.0018649868165338944 0.0010197132767415513 0.0013720534818099281 0.00170911276039957 0.0011997788242789197 0.001828187502880785 0.0010586637902716184 0.0013413219113276699 -4.0038312790979721e-05 0.00029697189604463989 0.00040966002377103164 0.00050793137737348965 0.0014552630090083065 0.00075168155959537473 0.0012234516595303316 0.00098030484774533442 0.0015547421405455559
leaf_weight=31 20 24 35 50 28 90 26 28 30 21 23 151 79 46 20 92 35 29 22 21 153 21 66 24 75 624 72 21 20 1144
leaf_count=31 20 24 35 50 28 90 26 28 30 21 23 151 79 46 20 92 35 29 22 21 153 21 66 24 75 624 72 21 20 1144
internal_value=0 0.000703118 0.00145687 0.00104257 0.00123125 0.000546838 0.00150202 0.000650993 0.00100868 0.000763672 0.00139679 0.00141305 0.000691037 0.00156103 0.00145272 0.00129656 0.00144468 0.000919419 0.00154958 0.00133474 0.00139438 0.000271906 0.000396841 0.000658142 0.000629374 0.00146604 0.000853318 0.000996805 0.00125762 0.0015599
internal_weight=0 590 2531 186 422 404 2109 293 180 203 242 841 175 1268 670 112 219 152 1222 56 184 111 90 74 154 650 123 51 171 1166
internal_count=3121 590 2531 186 422 404 2109 293 180 203 242 841 175 1268 670 112 219 152 1222 56 184 111 90 74 154 650 123 51 171 1166
is_linear=0
shrinkage=0.00196078


Tree=5402
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 1 14 4 47 0 2 1 49 1 1429 1 14 1 47 47 52 51 50 3 16 12 42 15
split_gain=57.3368 9.01098 4.48253 4.34498 2.94448 2.87352 1.63265 1.19881 1.02402 0.982365 0.965025 0.85839 0.832646 0.801145 0.749011 0.536153 0.658183 0.532032 0.500249 0.4687 0.465861 0.455099 0.386314 0.341903 0.910312 0.31624 0.53719 0.33526 0.284288 0.272458
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.092235000000000025 0.14122000000000004 0.09253500000000002 0.062655000000000016 -0.17966999999999997 0.13082500000000002 -0.22491999999999998 -0.090999999999999984 0.11654500000000001 -0.054984999999999992 0.080270000000000022 0.084690000000000015 0.13075500000000004 0.076175000000000007 0.16540500000000002 0.10350500000000001 0.10589000000000001 -0.56176499999999996 0.0038750000000000004 0.081075000000000022 -0.11171999999999999 0.062650000000000025 0.095780000000000018 0.086555000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 9 8 11 -4 12 -3 19 -7 -1 21 -2 28 23 -5 22 -6 -16 -11 -13 -17 -25 26 -24 -27 -14 -30
right_child=1 4 7 17 10 6 -8 -9 -10 13 -12 18 15 -15 20 16 -18 -19 -20 -21 -22 -23 25 24 -26 27 -28 -29 29 -31
leaf_value=0.0012113373414505398 0.0010880230085166824 0.0012228026566113912 0.0014185412377634675 0.00094993329479121686 0.00049542592219126711 0.0011615539768564643 0.0010736331853183588 0.00096168255290249001 0.0018471210686033998 0.00086337212932041034 0.00089892090953030837 0.001670256096732982 0.001644215234342522 0.00069168580672636316 0.0015832588111478611 0.0015778047884517001 0.0011952689494572435 0.00060450575779362578 0.0017879928944825459 0.00016999255299714265 0.0013385124023010874 0.0011821132051009757 0.0011776751010782187 0.001177382860697952 0.001656507416513432 0.0015308084238429413 0.0015188191597368204 0.001436004988870033 0.0014822023913691306 0.0016113197864020237
leaf_weight=22 23 24 34 60 114 32 41 63 62 124 21 39 687 122 67 427 20 24 21 20 54 20 36 30 31 294 35 280 91 203
leaf_count=22 23 24 34 60 114 32 41 63 62 124 21 39 687 122 67 427 20 24 21 20 54 20 36 30 31 294 35 280 91 203
internal_value=0 0.000888671 0.00153489 0.00120564 0.000726268 0.00155193 0.00145446 0.00112182 0.00160014 0.000842874 0.000508102 0.00147565 0.00159001 0.000808594 0.00141238 0.0015956 0.0015439 0.00085124 0.0014899 0.000446854 0.00147403 0.000907642 0.00148075 0.00155819 0.00142087 0.00146929 0.00134584 0.00148456 0.00162238 0.00157135
internal_weight=0 673 2448 228 445 2351 778 97 1573 290 155 737 1511 266 144 1489 508 84 705 134 121 144 684 488 61 645 71 574 981 294
internal_count=3121 673 2448 228 445 2351 778 97 1573 290 155 737 1511 266 144 1489 508 84 705 134 121 144 684 488 61 645 71 574 981 294
is_linear=0
shrinkage=0.00196078


Tree=5403
num_leaves=31
num_cat=0
split_feature=1 4 12 3 3 43 150 43 159 1 4 12 0 0 49 52 160 376 1 2 4 4 4 0 483 52 41 16 0 50
split_gain=2.01268 0.291543 0.255211 0.182938 0.164182 0.156051 0.155968 0.134311 0.122181 0.105849 0.102072 0.0960281 0.0927499 0.0915823 0.0877891 0.0867753 0.112806 0.0839973 0.0784792 0.078014 0.0697767 0.0647887 0.0830726 0.0641429 0.0744929 0.0604665 0.0602226 0.0593862 0.143176 0.107677
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.11924500000000002 -0.073404999999999984 0.10980500000000001 -0.085594999999999991 0.082585000000000006 0.13075500000000004 0.40124500000000002 0.11734000000000001 0.024095000000000002 -0.14832499999999996 -0.015259999999999998 0.092650000000000024 0.085755000000000012 0.083785000000000012 0.12765500000000005 0.090790000000000023 -0.062539999999999984 -0.00027999999999999998 -0.17966999999999997 -0.036484999999999997 0.093585000000000015 -0.13993999999999998 0.079395000000000007 0.0057500000000000008 -0.13843999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 7 19 -1 15 14 11 13 23 26 -3 16 18 -9 -5 21 25 22 -7 24 -11 -21 -4 28 -15 -29
right_child=1 9 10 8 -6 6 -8 17 -10 12 -12 -13 -14 27 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.012815307622312921 0.013070127470591279 0.0013573683425784112 0.021711854729801416 0.017781456755116009 0.0048999550954128314 0.019040010290463334 0.0056668562892203539 0.0020494784675538541 0.003824585008232872 0.0023316897790166824 0.0077373167366853778 0.011491162568095258 -0.0019521785111954579 0.0068637801245564518 0.008591719346609003 0.00525228066694443 0.0056504821572452785 0.0093387298448401133 0.010483069793211626 0.011992129302867083 0.011127246157438667 0.018883121268952203 0.011497684898786248 0.0098027257202193147 0.0091147788264788684 0.018858008382135426 0.015085215606571487 0.013089183512217731 0.015178314756229123 0.01759223569064371
leaf_weight=74 108 20 32 26 30 23 21 25 53 85 21 87 26 21 104 33 25 43 34 23 81 58 40 20 20 29 24 370 1503 62
leaf_count=74 108 20 32 26 30 23 21 25 53 85 21 87 26 21 104 33 25 43 34 23 81 58 40 20 20 29 24 370 1503 62
internal_value=0 0.00757054 0.0142166 0.00984805 0.0120452 0.0125592 0.0139493 0.00986715 0.00781306 0.0052599 0.0146745 0.0147439 0.00348203 0.0148845 0.00742489 0.00960449 0.0112942 0.00665886 0.0136457 0.0146341 0.0129625 0.0164715 0.0142512 0.00461235 0.00362371 0.0158212 0.0188719 0.0147704 0.0150637 0.0137355
internal_weight=0 554 2567 279 447 417 275 142 171 275 2120 2099 151 2012 124 118 85 68 60 254 133 121 63 125 105 52 56 1956 1524 432
internal_count=3121 554 2567 279 447 417 275 142 171 275 2120 2099 151 2012 124 118 85 68 60 254 133 121 63 125 105 52 56 1956 1524 432
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=31
num_cat=0
split_feature=1 4 12 150 1 15 2 1 47 12 1 43 47 475 3 475 133 150 4 48 13 0 16 155 474 1212 403 1429 2 133
split_gain=1.63027 0.23615 0.206721 0.159484 0.13356 0.126289 0.124454 0.0992826 0.0895856 0.0895226 0.12099 0.100415 0.0782769 0.075227 0.0741597 0.0717714 0.142027 0.0751185 0.0709261 0.0703367 0.128253 0.0677146 0.081303 0.0918472 0.0803015 0.0602654 0.147544 0.0669039 0.0595616 0.059055
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 0.08864000000000001 0.035560000000000008 0.14285500000000004 0.15471500000000002 0.077555000000000013 0.087830000000000005 0.089875000000000024 0.093175000000000022 0.080455000000000013 -0.089569999999999997 -0.020429999999999997 -0.085684999999999997 0.08622500000000001 0.10699000000000002 0.033845000000000007 -0.035774999999999994 -0.0044799999999999987 -0.097024999999999986 -0.0013749999999999997 0.10772000000000002 0.10674500000000002 -0.04353499999999999 -0.0051499999999999992 -0.060529999999999994 0.094835000000000017 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 8 12 -2 -3 -1 10 11 13 14 -4 -6 16 -15 25 21 -16 -21 29 -23 24 -24 26 -17 -27 -14 -11
right_child=1 7 9 -5 5 -7 -8 -9 -10 18 -12 -13 28 15 19 17 -18 -19 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.011901913126625698 0.01140744272085345 0.0054595148403253314 0.0080016132973833014 0.0051574446692517623 0.0031953387383011084 0.01604893196374178 0.0040988878536693477 -0.00024164625094272196 0.017920556096038941 0.012936045362665835 0.0070508399066360047 0.020494724228978158 0.015864916461641374 0.02414334643454779 0.0039398337024505493 0.024165214970707893 0.013420747226725023 0.0080585150314228873 0.011062827336559581 0.0065081185202759051 0.012947768980037359 0.013430036105745441 0.010087262206538784 0.014805077144584218 0.016411188007755716 0.019210933673788202 0.014031015719999285 0.013589804066098025 0.0084032060555182392 0.019333092820259832
leaf_weight=168 170 240 20 82 31 25 27 35 29 27 24 25 23 21 27 20 30 21 220 65 59 725 230 67 22 22 51 564 20 31
leaf_count=168 170 240 20 82 31 25 27 35 29 27 24 25 23 21 27 20 30 21 220 65 59 725 230 67 22 22 51 564 20 31
internal_value=0 0.00681349 0.012795 0.00886325 0.0108407 0.00930623 0.0104058 0.00473391 0.0127879 0.013207 0.0140434 0.0142603 0.00855704 0.0140522 0.00765042 0.0142182 0.0178359 0.013946 0.0127022 0.00856504 0.00957215 0.0130294 0.0128447 0.0115143 0.0106394 0.0141342 0.0168857 0.0138008 0.0123944 0.0163552
internal_weight=0 554 2567 279 447 250 197 275 197 2120 798 774 225 749 182 729 51 678 1322 151 124 1102 1044 319 252 657 71 586 43 58
internal_count=3121 554 2567 279 447 250 197 275 197 2120 798 774 225 749 182 729 51 678 1322 151 124 1102 1044 319 252 657 71 586 43 58
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 1 14 2 4 2 4 457 14 0 4 1 16 0 156 48 4 0 475 14 43 2 48 4
split_gain=36.4902 4.73055 4.33396 3.01551 2.41617 1.30103 1.23073 1.14308 1.1162 0.986256 1.15602 0.675396 0.69709 0.583317 0.51401 0.599291 0.556066 0.532248 0.419207 0.396253 0.485966 0.375498 0.393857 1.13439 0.365206 0.339089 0.329547 0.593286 0.32868 0.30643
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.40124500000000002 0.09253500000000002 0.076175000000000007 0.14122000000000004 0.36766000000000004 0.14960000000000004 0.27834500000000006 0.26807500000000006 -1.0000000180025095e-35 -0.10607499999999999 0.0061450000000000003 0.083135000000000014 -0.040964999999999994 -0.079119999999999982 -1.0000000180025095e-35 0.092065000000000022 -0.17966999999999997 -0.060129999999999996 -0.066784999999999983 -0.41790499999999997 -0.081289999999999987 0.11177500000000001 0.016865000000000002 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 8 11 29 -4 13 10 24 12 28 14 -1 17 19 -16 -7 -17 -21 22 -22 -24 -6 -14 -2 -28 -3 -5
right_child=1 5 7 6 9 18 -8 -9 -10 -11 -12 -13 25 -15 15 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001613375507361536 0.00058892162473064358 0.00091567786345834285 0.001193368254119859 0.001431636400818392 0.0013530298508918548 0.00066146943702315641 0.00079260286928593425 0.00076170573829238513 0.0015525848341255294 0.00087569498428954624 0.00084032377917640485 0.00034392566460874464 0.00068347048109922658 0.00099427783994565254 0.0012998936278105027 0.0013505516956020852 0.0011929152090272871 0.001043332715161734 0.0010319142060634357 0.0015517215810570062 0.0014186196695721031 0.0010026068503365799 0.0012825462762729668 0.00083059507365777568 0.0011958091073510963 0.00042987168811814256 0.0010281511268458888 0.00072073130214154275 0.00058133380871046997 0.0011825533083003178
leaf_weight=22 41 26 34 27 68 23 29 77 77 41 33 78 26 22 67 1138 120 58 24 24 64 20 298 23 345 92 31 109 20 64
leaf_count=22 41 26 34 27 68 23 29 77 77 41 33 78 26 22 67 1138 120 58 24 24 64 20 298 23 345 92 31 109 20 64
internal_value=0 0.000731288 0.00127278 0.000903326 0.00129016 0.000552106 0.00114436 0.000893927 0.00132126 0.00116672 0.00119348 0.000494128 0.000565565 0.00131166 0.00131547 0.00131185 0.00132156 0.00118085 0.000850633 0.00133141 0.00128062 0.00126456 0.00127817 0.00125016 0.0012217 0.000485749 0.000743526 0.000788803 0.000770311 0.00125646
internal_weight=0 590 2531 301 2420 289 120 111 1933 487 446 242 164 1856 1834 1812 1687 125 47 1567 429 405 385 321 413 118 181 140 46 91
internal_count=3121 590 2531 301 2420 289 120 111 1933 487 446 242 164 1856 1834 1812 1687 125 47 1567 429 405 385 321 413 118 181 140 46 91
is_linear=0
shrinkage=0.00196078


Tree=5406
num_leaves=31
num_cat=0
split_feature=1 3 12 2 3 2 1 3 0 2 457 1 12 34 2 150 39 3 3 31 39 43 52 0 47 41 484 16 42 52
split_gain=1.51942 0.234141 0.193616 0.138948 0.133338 0.129105 0.122186 0.10383 0.113889 0.132064 0.0945527 0.111182 0.0837348 0.0715994 0.0875472 0.109355 0.0801975 0.0684336 0.129969 0.0684309 0.0663818 0.0860107 0.0736422 0.0618714 0.086128 0.0591765 0.0582065 0.0803299 0.0566076 0.0482172
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.11411 0.11924500000000002 0.31358000000000003 0.08864000000000001 -1.0000000180025095e-35 -0.067094999999999988 0.096540000000000015 0.089030000000000012 0.093400000000000025 0.099815000000000015 -0.038779999999999995 0.11682500000000001 0.085395000000000013 0.11683000000000002 0.149315 0.12745000000000004 -0.08076499999999999 0.10076500000000001 0.016310000000000002 0.048770000000000008 -0.036484999999999997 0.090280000000000013 0.08690500000000001 0.087020000000000014 -0.0087049999999999992 -0.069529999999999995 -0.054584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 6 13 20 8 9 -8 11 -9 -4 19 15 -15 17 18 -16 -3 21 22 26 24 -2 -5 27 -1 -14 -19
right_child=1 5 12 25 -6 -7 7 10 -10 -11 -12 -13 28 14 16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010887836918441786 0.017390462885340376 0.0051320856610046969 0.013102768584701352 0.0044284887334260234 0.0041007060446281683 -0.0020329046933709283 0.014240732586339995 0.0080461423102490322 0.0028659771355849348 0.0060217426117995521 0.0061652123210175587 0.015881523537788201 0.013334088720544016 0.010101989032327868 0.0054639988099697279 0.0022283562332053078 -0.00099452287890017038 -0.00023226120950615346 0.014448779202731594 -0.0020885662530504522 0.0086076749293434052 0.0078459144591099834 0.018135835051468416 0.0076351696705947132 0.010706819033286736 0.010718112979971228 0.0084228739319812691 0.017325228432794878 0.010518880368190639 0.005238636191316634
leaf_weight=36 31 35 1784 52 30 23 34 27 38 46 24 55 103 89 69 22 20 24 21 21 31 22 41 26 51 21 21 42 233 49
leaf_count=36 31 35 1784 52 30 23 34 27 38 46 24 55 103 89 69 22 20 24 21 21 31 22 41 26 51 21 21 42 233 49
internal_value=0 0.00665669 0.0124312 0.00960789 0.0105399 0.0052246 0.0110031 0.00941423 0.00737366 0.00951481 0.0116858 0.0133016 0.01283 0.00570152 0.00632575 0.00854145 0.0049818 0.00571509 0.00756045 0.00242434 0.0128473 0.0136585 0.0145719 0.0118858 0.0132336 0.00623783 0.013096 0.0143541 0.0113819 0.00343998
internal_weight=0 554 2567 181 447 373 417 224 118 80 106 82 2120 350 294 111 183 163 90 56 193 162 140 108 82 73 99 78 336 73
internal_count=3121 554 2567 181 447 373 417 224 118 80 106 82 2120 350 294 111 183 163 90 56 193 162 140 108 82 73 99 78 336 73
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 159 4 2 1 2 1 4 4 2 2 457 131 2 475 43 2 2 0 4 481 3 1 43
split_gain=36.7255 4.3897 3.62105 3.26922 2.56583 1.59892 1.14941 0.959909 0.898227 1.0171 0.895498 0.698986 0.667208 0.65944 0.552761 0.517582 0.514878 0.402652 0.359693 0.324687 0.290395 0.273486 0.345316 0.269624 0.245278 0.223934 0.202583 0.170769 0.164882 0.15489
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.099185000000000009 0.088725000000000012 0.076175000000000007 -1.0000000180025095e-35 0.36766000000000004 0.14122000000000004 0.09253500000000002 0.14285500000000004 0.089770000000000016 0.40473500000000007 0.40945500000000007 0.090425000000000019 -0.0091949999999999983 0.080930000000000016 0.086835000000000009 0.089005000000000015 -0.069854999999999987 -0.079914999999999986 0.11177500000000001 0.31358000000000003 -0.072269999999999987 -0.036839999999999991 -0.00080999999999999985 0.0068900000000000012 0.11588000000000001 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 5 6 21 12 -5 9 17 -4 14 19 28 27 16 -14 20 23 -1 -6 24 -23 -13 -3 -2 -21 -9 -7 -12
right_child=1 3 10 7 8 13 -8 11 -10 -11 29 18 15 -15 -16 -17 -18 -19 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010748658164243196 0.0011120155846613175 0.00016845546564544671 0.00091538606265252566 0.00060922790109425732 0.0010692776667411766 0.0010192371057529076 0.0012853036059642128 0.00033144904227525577 0.00058173289241359458 0.00061613011166332214 0.00058717284813335463 9.4855991725272052e-05 0.00072123525054150072 0.00052310662344273685 0.00021443438674243967 0.00069696534000277606 0.0010045838504988526 0.00066721101218432778 0.00031335123908231218 0.0011201712315736265 0.00092931150265972661 0.00070759136770285811 0.000451407840515408 -0.0001669653874420214 0.0004467055016399397 0.00085293868364478816 0.00099983813099449137 0.00056696412952628151 0.00080671277463290037 0.0003897109455894244
leaf_weight=977 29 21 34 26 68 25 74 20 34 41 56 62 27 26 95 27 284 20 22 61 352 25 106 20 29 23 455 29 32 21
leaf_count=977 29 21 34 26 68 25 74 20 34 41 56 62 27 26 95 27 284 20 22 61 352 25 106 20 29 23 455 29 32 21
internal_value=0 0.000453409 0.000996645 0.000400827 0.00101253 0.000556544 0.00104573 0.000250794 0.000889734 0.000911505 0.000650349 0.000213217 0.00103604 0.000781886 0.000301682 0.000957376 0.000979984 0.000939029 9.07259e-05 0.00105385 0.000951973 0.00045321 0.000500298 3.09971e-05 0.00032984 0.000997424 0.00101406 0.000470836 0.000899925 0.00053332
internal_weight=0 590 2531 538 2420 264 1905 274 515 481 111 248 1831 83 144 338 311 440 104 1493 420 181 131 82 50 52 516 49 57 77
internal_count=3121 590 2531 538 2420 264 1905 274 515 481 111 248 1831 83 144 338 311 440 104 1493 420 181 131 82 50 52 516 49 57 77
is_linear=0
shrinkage=0.00196078


Tree=5408
num_leaves=31
num_cat=0
split_feature=1 12 1 47 2 0 4 149 52 14 43 3 0 2 2 52 15 3 160 2 10 15 151 16 15 158 43 52 16 16
split_gain=1.42908 0.385699 0.202805 0.132202 0.132022 0.126493 0.113172 0.100136 0.0960234 0.0886032 0.102465 0.0869806 0.114034 0.11033 0.0836447 0.0843089 0.0815034 0.0807246 0.0705633 0.0656727 0.112293 0.100001 0.0781182 0.077054 0.0736327 0.0604027 0.0755978 0.0699596 0.0685349 0.0635165
threshold=0.11846000000000002 0.051320000000000005 0.093575000000000019 0.085505000000000012 0.11362000000000001 -0.040504999999999992 0.042705000000000007 0.081720000000000015 -0.40967499999999996 -0.10708499999999999 -0.11720999999999999 -0.14186499999999996 -0.062764999999999974 0.081685000000000021 0.079055000000000014 0.048770000000000008 -0.10324499999999999 -0.017889999999999996 -1.0000000180025095e-35 0.13754500000000003 1.0000000180025095e-35 -0.41942499999999994 -1.0000000180025095e-35 -0.12029499999999999 1.0000000180025095e-35 0.080695000000000003 0.054355000000000007 0.0031350000000000002 0.41553500000000004 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 14 16 11 19 -4 -10 -11 13 -13 -3 -1 -16 -5 -12 -14 20 24 -21 -23 -24 -2 26 27 28 -8 -28
right_child=3 6 8 5 -6 -7 25 -9 9 10 17 12 18 -15 15 -17 -18 -19 -20 21 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0071848002398900435 0.0049601627550884221 0.020686412925043932 0.013985078849575736 0.0062411700058967257 0.0045372750461101534 0.00093719805535372527 0.0059265239594074402 0.010467116866493598 0.011932611390297741 0.013196632745010511 0.0013989656026858618 0.012563772855569255 0.0052427925221654112 0.013600922772774807 0.011725264522629751 0.016483033097349106 0.012455380797062231 0.0066638592291127872 0.010739376907392094 0.0050413248600529106 0.00011396177907068378 0.0034621092617850412 0.00043238098965957765 -0.0083456599328201268 0.011722898370187198 0.012732380367032465 0.016304724449636761 0.011570358978669076 0.011584090594468374 0.0088694808073341846
leaf_weight=29 69 26 22 39 25 21 91 20 34 21 34 1577 29 142 146 50 46 203 120 41 39 22 20 20 21 84 27 55 28 20
leaf_count=29 69 26 22 39 25 21 91 20 34 21 34 1577 29 142 146 50 46 203 120 41 39 22 20 20 21 84 27 55 28 20
internal_value=0 0.0116391 0.00930615 0.00492416 0.0114313 0.00788712 0.0122375 0.00367783 0.00761413 0.00713413 0.00650177 0.0125254 0.0123139 0.0146975 0.0121973 0.012939 0.00960415 0.00590856 0.00966957 0.00309255 0.00459594 0.00120966 -0.00132418 -0.00395664 0.00653813 0.0104498 0.00958215 0.00862091 0.00725772 0.0131408
internal_weight=0 2763 564 358 250 106 2199 252 314 292 258 1894 1726 168 225 196 85 237 149 232 129 103 62 40 90 305 221 174 119 47
internal_count=3121 2763 564 358 250 106 2199 252 314 292 258 1894 1726 168 225 196 85 237 149 232 129 103 62 40 90 305 221 174 119 47
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 45 14 2 42 2 2 4 0 15 150 12 16 123 16 158 4 0 43 12 1 52 3 47 1
split_gain=21.424 3.49263 2.35027 1.76008 1.30347 1.1383 0.638456 0.589025 0.574139 0.564408 0.493577 0.492815 0.418548 0.469428 0.44813 0.335628 0.288384 0.276246 0.273452 0.261823 0.255979 0.244023 0.222799 0.382777 0.218385 0.214152 0.21052 0.209782 0.204074 0.176459
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.10783500000000001 0.062655000000000016 0.14122000000000004 -0.076394999999999977 0.15950500000000004 0.11474000000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.088305000000000008 -0.39185999999999993 0.10695000000000002 -0.039889999999999988 0.085030000000000008 -0.52556499999999995 -0.060129999999999996 -0.065269999999999981 0.095780000000000018 0.11588000000000001 -0.049749999999999996 -0.13927999999999999 0.10648500000000001 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 7 10 12 15 -5 17 25 13 14 -1 24 21 -4 26 -16 29 -15 -18 -24 -7 -6 -19 -23 -3 -14
right_child=1 2 6 9 11 8 -8 -9 -10 -11 -12 -13 20 16 19 -17 22 18 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001024495381528459 0.00092005706399631796 0.00047650997682852347 0.00028792061752395081 0.00093888931887713015 0.00093197254148609065 0.00092095452277618809 0.00066329185371778471 0.0011103213974384494 0.00061289970471293425 0.00057573100733133444 0.00015866693333116606 0.00053020200550241527 0.00085467569578706831 0.0011878216717423511 0.00058946129968317931 0.00064552135457140688 0.00093423740777786191 0.0004005428492999852 0.00023665910778457625 0.00087377643395288311 0.0009945330029077922 0.00078031271626524126 0.00059215458000407505 0.00097577593344099389 0.00082576798884904229 0.000723017343119079 0.00062026731691207555 0.00097890001272624236 0.00067158873936912493 0.00070042134040166455
leaf_weight=23 74 199 101 21 44 180 21 79 41 76 64 26 81 21 33 27 734 38 20 20 33 21 20 20 191 33 30 783 23 44
leaf_count=23 74 199 101 21 44 180 21 79 41 76 64 26 81 21 33 27 734 38 20 20 33 21 20 20 191 33 30 783 23 44
internal_value=0 0.000518178 0.00046853 0.000913193 0.000581304 0.000923872 0.000334765 0.000944546 0.00083383 0.000654353 0.000307496 0.000763608 0.000937401 0.000946501 0.000795936 0.000856589 0.000953658 0.000357893 0.000438203 0.00069675 0.000840929 0.000979163 0.000926471 0.000783965 0.00087195 0.00084242 0.00049748 0.000973713 0.000496721 0.000800378
internal_weight=0 673 599 2448 325 2351 274 1912 439 97 253 103 1833 1675 76 398 1599 189 88 53 158 825 774 40 371 77 68 804 222 125
internal_count=3121 673 599 2448 325 2351 274 1912 439 97 253 103 1833 1675 76 398 1599 189 88 53 158 825 774 40 371 77 68 804 222 125
is_linear=0
shrinkage=0.00196078


Tree=5410
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 159 4 0 15 2 4 150 1 12 4 3 47 132 15 48 47 43 4 1 131
split_gain=51.755 8.56104 5.52296 4.06003 3.3604 2.73522 1.68991 1.44782 1.35241 1.34127 1.32567 0.90056 0.984726 0.831837 0.726174 0.892965 0.717804 0.550872 0.517396 0.38302 0.365064 0.363526 0.337978 0.293648 0.302035 0.284502 0.280619 0.279333 0.269902 0.267882
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.14122000000000004 0.27834500000000006 0.09253500000000002 -1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 0.083345000000000016 0.087765000000000024 -0.52556499999999995 -0.13927999999999999 0.090100000000000013 0.08764000000000001 -0.41942499999999994 0.090085000000000012 0.093140000000000014 -0.086909999999999987 0.053180000000000012 0.11453000000000001 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 11 16 28 -5 -4 12 13 -1 15 -12 27 -13 19 -14 -21 26 23 -16 -25 -19 -3 -7 -6 -2
right_child=1 2 10 9 8 7 -8 -9 -10 -11 14 17 18 -15 22 -17 -18 25 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015316531659188882 0.0014758413372129829 0.0004949777737366112 0.00091329173123124037 0.0013095468411602365 0.0014612639374008364 0.0013583141574398153 0.0017178716827308785 0.00091461944863706151 0.0008337489639719327 0.00082630466494722004 0.00073881757826309757 0.0013622454687487672 0.0017470815936390424 0.0010851197782662722 0.00042463553226207526 0.00042462170124923541 0.00099292630798940209 0.00093216233448508909 0.00141533104170442 0.0012237111198690649 0.0014860169681086876 0.00092615286597735251 0.00052671210647297175 -2.0646326664320423e-05 0.00029551691002020015 0.0012340751309799993 0.0007304015817941454 0.0012395502676866813 0.001213883970058282 0.0012101939583525937
leaf_weight=23 54 22 26 34 30 264 79 41 32 63 52 108 21 53 23 105 27 20 844 21 713 33 21 21 26 30 169 107 39 20
leaf_count=23 54 22 26 34 30 264 79 41 32 63 52 108 21 53 23 105 27 20 844 21 713 33 21 21 26 30 169 107 39 20
internal_value=0 0.000774853 0.000697123 0.00138881 0.000869999 0.00140503 0.00143708 0.00126546 0.00116692 0.000995689 0.000492069 0.00142498 0.00143833 0.00122025 0.000447908 0.000528687 0.0013016 0.00128347 0.00144869 0.00148598 0.00147851 0.000736118 0.000308543 0.000243093 0.000154252 0.00111331 0.000703285 0.00132406 0.00132144 0.00140404
internal_weight=0 673 599 2448 325 2351 1912 439 101 97 274 1833 1675 76 248 157 398 158 1599 755 734 224 91 70 47 50 191 371 69 74
internal_count=3121 673 599 2448 325 2351 1912 439 101 97 274 1833 1675 76 248 157 398 158 1599 755 734 224 91 70 47 50 191 371 69 74
is_linear=0
shrinkage=0.00196078


Tree=5411
num_leaves=31
num_cat=0
split_feature=1 3 12 2 15 3 43 1 150 43 4 12 11 16 0 15 51 14 13 4 49 40 43 13 1 51 1453 457 482 157
split_gain=1.53412 0.227124 0.191796 0.134353 0.128561 0.153597 0.128946 0.120931 0.113137 0.0947026 0.0894075 0.0878016 0.0872477 0.0948989 0.0899203 0.0790119 0.138068 0.0771745 0.0768958 0.0813694 0.0742348 0.0645024 0.10412 0.0928352 0.0626305 0.0592768 0.0582849 0.0844674 0.0621186 0.0985463
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.11411 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.16540500000000002 0.10980500000000001 -0.086909999999999987 0.40124500000000002 0.11734000000000001 1.0000000180025095e-35 0.0057500000000000008 -0.13027499999999997 0.040760000000000005 0.10411500000000001 0.078320000000000015 -0.004174999999999999 -0.010655 -1.0000000180025095e-35 -0.063404999999999989 -0.064334999999999989 -0.079299999999999995 0.13075500000000004 -0.047599999999999996 -0.07303999999999998 -0.081674999999999984 0.11816500000000001 -0.065669999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 5 6 9 18 -8 -1 11 12 13 14 -4 16 25 -17 21 -20 -11 22 -3 -23 -2 -14 -15 -28 29 -29
right_child=1 7 10 -5 -6 -7 8 -9 -10 20 -12 -13 15 26 -16 17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.010540393069942497 0.012785672898594801 0.0049267411528816389 0.0073218705201590507 0.0060838389101961297 0.01530056517221965 0.002391375303984835 0.012401540368745198 -0.001637301253620535 0.0045428937108954416 0.0079243399180108452 0.0061978300079880734 0.0096450622667205235 0.013169325881504587 0.0062227006154981536 0.013145041445220499 0.022995911101489106 0.0060775733739137656 0.015241171687728528 0.012448404208823507 0.0061422953054333408 0.0011715298239357286 0.0043790857842932532 0.01301431205123663 -0.0024246448670358707 0.0065862900577485567 0.018702980293892325 0.016418824874563143 0.0052847991517234235 0.016114914493465967 0.011278939052306883
leaf_weight=67 88 78 27 73 48 26 218 25 20 41 21 87 49 22 1485 21 20 33 28 76 27 122 20 24 20 32 32 31 22 238
leaf_count=67 88 78 27 73 48 26 218 25 20 41 21 87 49 22 1485 21 20 33 28 76 27 122 20 24 20 32 32 31 22 238
internal_value=0 0.00649107 0.0122935 0.00939771 0.010411 0.00982282 0.0103408 0.00508061 0.0117411 0.00787212 0.0126904 0.0127553 0.0128898 0.0126996 0.0130411 0.0151691 0.0135183 0.0182569 0.00556321 0.00784009 0.00524308 0.00459274 0.00657727 0.00326066 0.0116376 0.0153555 0.011203 0.0115423 0.011006 0.0105882
internal_weight=0 554 2567 181 447 399 373 373 238 135 2120 2099 2012 1857 1512 155 101 54 348 104 68 244 98 146 108 81 345 323 291 269
internal_count=3121 554 2567 181 447 399 373 373 238 135 2120 2099 2012 1857 1512 155 101 54 348 104 68 244 98 146 108 81 345 323 291 269
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 2 4 47 14 52 123 150 14 51 52 2 3 4 16 2 160 43 1447 51 133 52 15 52 2 159
split_gain=1.25179 0.324618 0.17295 0.12236 0.123003 0.113952 0.0999708 0.0896524 0.0888679 0.079369 0.0785066 0.0745408 0.0698987 0.084544 0.0818139 0.0698138 0.0685088 0.0998675 0.102166 0.0887103 0.0631373 0.0750514 0.0663219 0.0623305 0.080859 0.0620359 0.0594104 0.129435 0.0582781 0.0950708
threshold=0.11829500000000003 0.051320000000000005 0.093575000000000019 0.31370500000000007 -0.42850999999999995 0.11362000000000001 0.033845000000000007 0.087885000000000019 -0.46166999999999997 -0.40967499999999996 0.08128500000000001 0.10375000000000002 -0.10708499999999999 -0.085989999999999997 -0.089199999999999988 1.0000000180025095e-35 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 0.081685000000000021 0.066685000000000008 -0.067199999999999996 -0.081699999999999981 0.092545000000000016 0.087435000000000013 0.048770000000000008 0.040760000000000005 -0.082554999999999976 0.085730000000000015 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 15 16 8 -2 -4 -9 -10 -11 -14 -15 -1 19 18 -18 -3 22 -22 -8 24 -16 28 27 -21 -17 -30
right_child=3 6 9 4 -6 -7 20 10 11 12 -12 -13 13 14 23 25 17 -19 -20 26 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0062839259994992361 0.010029828362166883 0.019278999185189605 0.012920903431420978 0.0061779956640213435 -0.0014471122190505932 0.0042650506962090733 0.014100319608722045 0.010066703809783436 0.0027126806957142391 0.011018199767127182 0.0029021229979116474 0.0085463901793655875 0.00094280944031197586 0.011727190402673622 0.007834930033833884 0.015373385488986969 0.0022251338657477628 0.011644528070025029 0.011021546664978227 0.013345993030187046 0.0097983007521732987 0.016294092055538608 0.0084567197651697588 0.0014764737149772164 0.0024453012884727548 0.015003167204193625 0.015972288511693477 0.0046095668761567633 0.0079799602609098279 0.013698513202531182
leaf_weight=24 25 24 22 34 56 25 23 65 139 33 20 26 28 29 136 25 23 1666 31 74 46 29 220 26 35 51 39 22 79 46
leaf_count=24 25 24 22 34 56 25 23 65 139 33 20 26 28 29 136 25 23 1666 31 74 46 29 220 26 35 51 39 22 79 46
internal_value=0 0.010866 0.00871441 0.00463399 0.00143348 0.0106699 0.0114134 0.00568143 0.00447376 0.00713227 0.00838092 0.00363193 0.00668854 0.00612603 0.0067682 0.0113816 0.0116909 0.0115073 0.00727493 0.0136769 0.0097737 0.01231 0.00899089 0.00603819 0.00673179 0.0119903 0.012681 0.0113439 0.0109659 0.0100844
internal_weight=0 2756 559 365 90 250 2197 275 190 309 85 165 287 254 226 225 1879 1720 54 159 318 75 243 197 171 201 135 96 150 125
internal_count=3121 2756 559 365 90 250 2197 275 190 309 85 165 287 254 226 225 1879 1720 54 159 318 75 243 197 171 201 135 96 150 125
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 2 4 3 0 14 132 14 2 457 16 16 2 0 15 0 47 16 3 2 4 4
split_gain=29.2921 3.36288 3.11393 2.17329 1.73912 1.12946 1.04683 1.02158 0.933138 0.718369 0.601125 0.54648 0.481141 0.433456 0.432809 0.415995 0.415533 0.438078 0.392489 0.382797 0.411098 0.372931 0.483577 0.348503 0.302424 0.308409 0.30658 0.289924 0.254136 0.23945
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.091325000000000003 -0.16363499999999997 0.12958500000000003 0.40124500000000002 0.11389000000000002 0.053180000000000012 0.30112000000000005 -0.068189999999999987 0.076175000000000007 0.10365500000000001 0.062655000000000016 0.10444500000000002 0.045365000000000009 -0.040964999999999994 -0.39185999999999993 0.13247500000000004 -0.11991499999999998 0.13592500000000005 -0.13027499999999997 0.077555000000000013 0.10994000000000002 0.090900000000000009 0.15950500000000004 -0.041644999999999995 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 13 -6 11 28 15 21 19 16 23 27 24 17 -8 -9 -3 -21 -7 -23 -4 25 26 29 -13 -5 -1
right_child=1 7 5 8 6 10 12 18 -10 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085566578542484954 0.00061868114816433502 0.00038161478867685349 0.00094747094547047324 0.0012518093866460463 0.0011225670868275212 0.001357956544733515 0.0010514657844004093 0.00053970922572254025 0.00065267519613550348 0.00071960122174466663 0.00095447764743003224 0.00030114346969069218 0.00049988118638212087 0.0013501063726035734 0.00049097482599655157 0.0013395980425484465 0.00065796093921325781 0.00072701733465781247 0.00089815473123118765 0.00071216245802740259 0.00042334201731485734 0.001095387968540395 0.00079334882461056324 0.0011615216951931248 0.0012265802864084906 0.0011756862111012877 0.00079321019809521246 2.1336534215758243e-05 0.0010015794171446828 0.0010810528047260431
leaf_weight=24 181 81 30 20 31 20 32 23 29 23 142 35 29 46 26 22 56 32 24 40 36 690 21 1160 33 38 28 24 71 74
leaf_count=24 181 81 30 20 31 20 32 23 29 23 142 35 29 46 26 22 56 32 24 40 36 690 21 1160 33 38 28 24 71 74
internal_value=0 0.00060929 0.00109444 0.000754343 0.000940693 0.00112521 0.000794741 0.000458215 0.000958966 0.00104925 0.00107122 0.000406839 0.000726536 0.00116334 0.000280205 0.00108387 0.000781311 0.000889242 0.000722745 0.000475399 0.000575353 0.00109389 0.00108647 0.00115613 0.00105531 0.00102085 0.000974157 0.000187324 0.00105658 0.00102586
internal_weight=0 590 2531 301 422 2109 180 289 120 242 873 242 149 1236 85 219 120 64 47 157 76 731 711 1190 197 164 126 59 91 98
internal_count=3121 590 2531 301 422 2109 180 289 120 242 873 242 149 1236 85 219 120 64 47 157 76 731 711 1190 197 164 126 59 91 98
is_linear=0
shrinkage=0.00196078


Tree=5414
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 1 0 2 1 4 1 1447 2 49 0 11 3 1 47 13 1 4 16 0 14 16
split_gain=28.5048 4.46778 3.00254 2.43957 2.09437 1.43775 0.898093 0.817607 0.629576 0.627363 0.549573 0.537817 0.460979 0.381451 0.316983 0.299518 0.284187 0.277846 0.271835 0.334364 0.36342 0.266184 0.250226 0.231759 0.21439 0.204233 0.184735 0.183521 0.185526 0.214094
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.089775000000000008 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 -0.22491999999999998 0.17025000000000004 0.091195000000000012 -0.17966999999999997 0.12337000000000002 -0.082869999999999985 -0.0091949999999999983 -0.0060549999999999988 0.18019500000000002 0.077290000000000011 -0.11171999999999999 0.093100000000000002 0.090100000000000013 -0.004174999999999999 0.11453000000000001 -0.036839999999999991 0.13751500000000003 -0.23091999999999999 -0.23083499999999998 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 13 8 10 24 12 -5 17 23 -1 -3 22 -12 -14 -7 19 20 -17 -21 27 -4 -6 -2 -8 -15 -29 -30
right_child=1 2 11 9 7 6 26 -9 -10 -11 15 -13 16 14 -16 18 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011737190048782091 0.0011834989575778736 0.00086393568518699387 0.00039500970324671118 0.0010231564652857896 0.0011406440972624456 0.00071001413316464253 0.00069866165973262329 0.00067082429993026757 0.0013642359073077297 0.00069266097464184509 0.0012574459391408691 0.00020899976276289096 0.00086998330256111685 0.00075889172354825824 0.00047540087839136795 0.00090254905611969699 0.0010999550069402085 0.0010293370212756973 0.0008579058740653243 0.0014057965060464697 0.0010882633087441783 0.0011374837023317283 0.00078902763576289402 0.00057921381285212261 0.0009366604288812406 0.00096345052512642599 0.00094386933703605094 0.00070966791483311874 0.00057337914754390499 0.00035203020412511392
leaf_weight=1108 50 20 85 34 32 22 27 39 59 63 40 49 23 23 76 43 203 20 20 21 700 44 30 38 52 24 21 30 105 20
leaf_count=1108 50 20 85 34 32 22 27 39 59 63 40 49 23 23 76 43 203 20 20 21 700 44 30 38 52 24 21 30 105 20
internal_value=0 0.000657598 0.000601446 0.00111324 0.000689553 0.00112581 0.00106734 0.00090544 0.00116602 0.000808505 0.00108113 0.000382715 0.00115726 0.000602204 0.000583772 0.00109173 0.00107655 0.000862073 0.00108372 0.00108931 0.00107752 0.00122417 0.000623369 0.000451918 0.00101437 0.00111213 0.00080594 0.000595449 0.000571196 0.000537963
internal_weight=0 673 599 2448 427 2351 958 123 1393 97 910 172 1334 304 284 868 226 42 828 808 743 65 208 123 84 74 48 178 155 125
internal_count=3121 673 599 2448 427 2351 958 123 1393 97 910 172 1334 304 284 868 226 42 828 808 743 65 208 123 84 74 48 178 155 125
is_linear=0
shrinkage=0.00196078


Tree=5415
num_leaves=31
num_cat=0
split_feature=1 52 1 2 43 2 1 131 0 12 131 2 0 2 16 483 12 13 11 12 41 43 483 0 4 15 0 159 150 133
split_gain=1.33319 0.232646 0.170736 0.161687 0.126164 0.111515 0.110395 0.105193 0.0997684 0.0977628 0.0955929 0.0767818 0.0752948 0.11096 0.104098 0.0696008 0.0918687 0.0699297 0.0634001 0.0901643 0.197671 0.0758849 0.0599275 0.0912948 0.10115 0.127941 0.0791131 0.0778172 0.0658484 0.0928349
threshold=0.10752500000000002 -0.40306999999999998 0.13707500000000003 0.10045500000000002 0.070450000000000013 -0.0091949999999999983 0.094090000000000021 0.09031500000000002 -0.13027499999999997 0.11734000000000001 0.095715000000000008 0.15109000000000003 -0.10474999999999998 0.25063000000000007 -0.43320999999999993 0.087440000000000004 0.092255000000000018 0.00084500000000000016 1.0000000180025095e-35 0.085785000000000014 0.077565000000000009 -1.0000000180025095e-35 -0.070084999999999981 -0.11173999999999999 0.0033150000000000007 -0.0072999999999999992 -0.082724999999999979 -0.0060149999999999986 0.076925000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 5 9 6 -1 -2 -5 10 15 -10 14 -14 -4 16 17 -3 22 21 -21 -20 26 24 25 -24 27 -7 29 -26
right_child=1 2 12 8 -6 18 -8 -9 11 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.012194254654729906 0.016837970899151906 0.0058269076635322284 0.0019634795336363215 0.0068999292412881066 0.012927346149339311 0.021539729347984708 0.0044101253458249728 0.0078157969347860973 0.010908849568442803 0.012886487080582551 0.011134036101641195 0.0047152288745911349 0.0031978750598765067 -0.004351508878171444 0.011731944074854256 0.0089229979293627883 -0.0012314495397731662 -0.0002279972876532979 0.022304643797022957 0.017554863293965658 0.0049391919261087547 0.013990255005900627 0.0099000541459203575 0.012056312488577671 0.0087742374278604995 0.00016818590970201928 0.011326220480479161 0.014113235900308505 0.0067911558772902935 0.017001757223624736
leaf_weight=35 28 208 24 86 31 21 38 24 427 21 31 21 88 25 20 45 24 21 21 27 23 23 35 1580 24 22 53 43 20 32
leaf_count=35 28 208 24 86 31 21 38 24 427 21 31 21 88 25 20 45 24 21 21 27 23 23 35 1580 24 22 53 43 20 32
internal_value=0 0.00628667 0.00566932 0.0115653 0.00681288 0.0119786 0.00814224 0.0126739 0.0100196 0.00627132 0.00584907 0.0106185 0.00289419 0.00152766 0.00640369 0.00529929 0.00465476 0.00527165 0.0121242 0.014657 0.0117517 0.0179585 0.0119941 0.0118445 0.00932829 0.00614389 0.0141837 0.0165501 0.0117166 0.0134757
internal_weight=0 590 538 2531 381 1997 73 52 534 350 329 448 157 113 44 298 253 229 1924 94 50 44 1830 1713 133 57 117 64 76 56
internal_count=3121 590 538 2531 381 1997 73 52 534 350 329 448 157 113 44 298 253 229 1924 94 50 44 1830 1713 133 57 117 64 76 56
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=31
num_cat=0
split_feature=1 2 0 51 30 1 44 52 2 13 4 4 3 0 48 3 150 2 160 14 2 150 400 12 2 42 12 15 1 401
split_gain=1.08775 0.257404 0.160417 0.136294 0.12828 0.119087 0.108997 0.103852 0.0994295 0.0912977 0.0827095 0.0730078 0.114729 0.0864358 0.0673541 0.0664529 0.0797571 0.0662251 0.0993185 0.0771837 0.0750507 0.0940574 0.0657709 0.064965 0.0833254 0.0634907 0.0622829 0.0549039 0.0701213 0.0533932
threshold=0.11690500000000002 0.10045500000000002 -0.13027499999999997 -0.40274499999999996 0.085185000000000025 0.16773500000000005 1.0000000180025095e-35 0.090245000000000006 0.15361500000000003 -0.14179999999999995 -0.111605 -0.082249999999999976 0.092670000000000016 -0.087084999999999982 -0.065739999999999979 -0.049509999999999992 0.11656000000000001 0.095545000000000005 0.0030550000000000004 0.078400000000000011 -0.090999999999999984 0.083770000000000011 0.091560000000000016 0.097325000000000009 0.097070000000000004 0.11159000000000001 -0.064509999999999984 -0.43375999999999998 0.12765500000000005 0.084055000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -2 6 10 11 14 9 -4 -5 13 17 -1 -3 27 25 19 23 20 21 -13 26 24 -19 -17 -22 -12 -29 -28
right_child=3 2 8 5 -6 -7 -8 -9 -10 -11 15 12 -14 -15 -16 16 -18 18 -20 -21 22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.01415607268558111 0.011417089340587458 0.0093758937730281447 0.0039454964044405363 0.0094270404428243651 0.0048433810588903725 -0.0032567885903907676 0.018211208758875729 0.012387792810442902 0.0026706590893722719 0.010043041868534622 0.010817826353013517 0.011465365798212588 0.004923505350204839 0.011117580760136143 0.0038436291976088363 0.0043374256974251088 -0.0029240237655176315 0.0091857460290405216 0.013341860646574661 0.016269802562892437 0.015060663473559544 0.0019900286104530098 0.016488397540524603 0.010079956219785594 0.0011910987661394757 -0.0011381326786552867 0.010340490137006095 0.0078842976453921045 0.0012768829636303869 0.012388226913432752
leaf_weight=119 27 27 26 31 36 21 20 21 21 442 21 20 37 439 119 180 20 22 29 25 32 22 20 33 32 24 1045 36 29 145
leaf_count=119 27 27 26 31 36 21 20 21 21 442 21 20 37 439 119 180 20 22 29 25 32 22 20 33 32 24 1045 36 29 145
internal_value=0 0.0102151 0.00848838 0.00456321 0.0107608 0.004052 0.0108652 0.00581248 0.00940223 0.00970429 0.00450211 0.0107925 0.010421 0.0117656 0.00486672 0.00400961 0.00310242 0.0105638 0.00827374 0.0107667 0.0106596 0.00650209 0.0108002 0.00658437 0.00444818 0.00369324 0.0107071 0.00637254 0.00493637 0.01059
internal_weight=0 2732 656 389 2076 362 2040 167 489 468 341 2020 1462 558 146 310 224 1425 116 1309 1284 42 1242 87 54 204 1222 86 65 1190
internal_count=3121 2732 656 389 2076 362 2040 167 489 468 341 2020 1462 558 146 310 224 1425 116 1309 1284 42 1242 87 54 204 1222 86 65 1190
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=31
num_cat=0
split_feature=1 12 44 1456 51 1 1 4 157 151 12 4 0 4 52 475 13 0 49 15 34 2 10 41 0 3 16 3 13 40
split_gain=0.881077 0.212801 0.110671 0.114895 0.110399 0.101808 0.0964605 0.0887811 0.0838002 0.0756577 0.0687467 0.0669947 0.0642569 0.0895726 0.0631742 0.0641005 0.0621752 0.0655124 0.0697572 0.0616733 0.0568404 0.106126 0.10094 0.0888282 0.0549813 0.0548243 0.0745994 0.067669 0.0530074 0.0756068
threshold=0.11690500000000002 0.051320000000000005 1.0000000180025095e-35 -0.077604999999999993 -0.40274499999999996 0.08864000000000001 0.16773500000000005 0.40124500000000002 -0.078969999999999985 0.095500000000000015 0.095565000000000011 -0.111605 0.10455500000000001 -0.15764999999999998 0.096795000000000006 -0.060699999999999997 -0.00051499999999999994 -0.26343999999999995 -0.047584999999999995 0.13592500000000005 -0.038779999999999995 0.11510000000000002 0.094860000000000014 0.079395000000000007 -0.033209999999999996 -0.11255999999999998 -0.062804999999999986 -0.091054999999999983 -0.0093149999999999986 -0.081564999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 14 11 10 -7 16 12 -6 13 -3 15 -5 28 -18 -19 25 -13 22 -22 -23 -20 -12 -27 -28 29 -10
right_child=4 7 -4 5 6 8 -8 -9 9 -11 19 20 -14 -15 -16 -17 17 18 24 -21 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.014353616198613531 0.010275380230612224 0.0048701720668331665 0.01356051652027028 0.0042982866754755376 0.0084843363793146217 0.00091434660862432793 -0.002931109537547898 0.0046407986179526368 0.010613091715744564 0.00051254552922078546 0.011443990324859661 0.00014022710994340297 0.013957174917364992 0.010059837807104935 0.0040268355204413336 0.010389058826689236 0.0035929364080612477 0.005949391890317202 0.012960674289651974 0.004560682170488166 0.010085975258213392 0.0021614422971205087 0.0025309131048353657 0.0092005237372359255 0.0074057804520374958 0.0098829761582860508 0.002941303882717846 0.0079877717860771576 0.0012010858549426 0.0045234832072940968
leaf_weight=21 27 34 28 20 31 32 21 35 28 21 79 41 41 1524 24 127 26 44 49 33 48 173 28 20 28 219 31 186 27 75
leaf_count=21 27 34 28 20 31 32 21 35 28 21 79 41 41 1524 24 127 26 44 49 33 48 173 28 20 28 219 31 186 27 75
internal_value=0 0.00919361 0.00743572 0.00710718 0.00410688 0.00680344 0.0036468 0.00963671 0.00577729 0.00629948 0.00971815 0.00405189 0.0100494 0.00994658 0.00878374 0.00956038 0.0067382 0.00814711 0.00912569 0.00875156 0.00360865 0.0041373 0.00730253 0.00289088 0.0109407 0.0090201 0.00858091 0.00726685 0.00514505 0.00617891
internal_weight=0 2732 550 522 389 501 362 2182 330 298 2147 341 1599 1558 171 147 277 147 121 548 310 269 76 193 77 515 436 217 130 103
internal_count=3121 2732 550 522 389 501 362 2182 330 298 2147 341 1599 1558 171 147 277 147 121 548 310 269 76 193 77 515 436 217 130 103
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=31
num_cat=0
split_feature=1 12 2 132 14 47 2 15 34 3 132 16 150 159 12 41 4 2 1 475 0 133 159 133 483 42 42 481 2 52
split_gain=0.714802 0.209035 0.115508 0.115953 0.0832514 0.0918765 0.113362 0.119279 0.0946069 0.0800939 0.106621 0.0793237 0.077533 0.0740724 0.0679998 0.0892093 0.0751592 0.0726715 0.13982 0.0922126 0.0956519 0.0831527 0.0962342 0.0818273 0.0855855 0.0801963 0.151151 0.0764821 0.0795518 0.0809545
threshold=0.12000500000000001 0.051320000000000005 0.10855000000000002 0.08696000000000001 0.081185000000000021 0.096770000000000009 0.079055000000000014 -0.0040799999999999994 -0.0011599999999999998 0.30112000000000005 0.10365500000000001 -0.39185999999999993 0.08926000000000002 0.078675000000000009 0.092550000000000007 0.077565000000000009 -0.51253999999999988 0.088930000000000023 0.083345000000000016 -0.088274999999999978 -0.072594999999999979 0.11269500000000002 0.11361500000000001 0.10275500000000001 -0.095084999999999989 -0.078304999999999986 0.090990000000000015 -0.00080999999999999985 0.093175000000000022 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 8 13 -1 11 -11 -2 -4 -8 16 -16 -3 19 27 -18 21 22 23 24 -21 -23 -27 -19 29 -29
right_child=9 14 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 17 18 -20 20 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0061325854388996964 0.0020054905654077354 0.015033872780345736 0.006602606529343232 -0.0025386404068697068 0.01296282044540231 0.012617160053923727 0.0052106477919646281 0.010742017607712611 -0.00040945931736912044 -0.0012898829887245796 0.0060580912730074489 0.0057495944988343638 0.0014805546791579289 0.011043070940873943 0.0081252512746086396 0.0018079133107043481 0.0041549727109213563 0.01233177247314333 0.0020436584140713279 0.015889215088364755 0.015594410016022337 0.010444777031187659 0.0037177281615395959 0.015913075128231535 0.0095683020540439871 -0.0028987988922744993 0.0088721466711528304 0.0076414326824144358 0.010035746418125024 0.0023043942948182423
leaf_weight=60 92 21 122 21 26 28 134 88 35 67 28 147 39 26 795 23 32 44 38 22 26 27 26 22 814 20 24 135 103 36
leaf_count=60 92 21 122 21 26 28 134 88 35 67 28 147 39 26 795 23 32 44 38 22 26 27 26 22 814 20 24 135 103 36
internal_value=0 0.00822755 0.00653632 0.00445026 0.00749265 0.0071093 0.00665967 0.00778486 0.00372236 0.00333204 0.000875836 0.00430835 0.00536186 0.00615842 0.00867104 0.00794762 0.00909675 0.00900568 0.00777666 0.0094376 0.00960992 0.00944699 0.00971144 0.00989306 0.00973464 0.00615443 0.00352172 0.00846173 0.00784027 0.00651785
internal_weight=0 2787 579 182 397 371 343 248 95 334 95 239 161 160 2208 818 1390 1369 356 1013 981 955 884 858 836 71 44 318 274 171
internal_count=3121 2787 579 182 397 371 343 248 95 334 95 239 161 160 2208 818 1390 1369 356 1013 981 955 884 858 836 71 44 318 274 171
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 10 48 147 4 0 4 15 3 42 0 52 1447 402 484 484 160 13 0 394 394 15 160 475 157
split_gain=0.584703 0.196433 0.157531 0.11617 0.0962944 0.104392 0.0913609 0.0807041 0.0764865 0.0631285 0.0685153 0.225932 0.116692 0.0902749 0.0853985 0.0662809 0.0693578 0.0962138 0.0696952 0.0673621 0.0626608 0.088248 0.0564473 0.0560453 0.0552305 0.0738902 0.0550451 0.0547043 0.0508541 0.0733203
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.079859999999999987 0.14505500000000002 0.090635000000000007 -0.082249999999999976 -0.10836499999999999 0.0033150000000000007 -0.015744999999999999 -0.022174999999999997 1.0000000180025095e-35 -0.087084999999999982 0.11277500000000001 -0.085684999999999997 0.10842 0.085595000000000018 0.096415000000000015 -1.0000000180025095e-35 -0.082574999999999982 -0.019414999999999998 -0.0065099999999999993 -0.085984999999999992 -1.0000000180025095e-35 -0.54913999999999985 -0.082549999999999998 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 7 -2 8 9 15 11 12 13 -11 26 22 17 -17 19 -19 21 -8 -6 24 25 -12 -13 -26 29 -29
right_child=3 -3 -4 -5 5 -7 20 -9 -10 10 23 14 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0031942246845574119 -0.0019790993860134714 0.002373351697615969 -0.00067874109777419462 0.0092740703156258472 0.014219644423009773 0.012917241733368046 0.006791769045009984 0.0016066441968591375 0.0032362429063620144 -0.0014520542907782577 0.0083022765562302397 0.0089409730792976913 -0.0043500211799428574 0.0060536005366514682 0.0056952492294546509 0.014890094507824293 0.0039927265418411573 0.0087122631706181251 0.0029866867661476138 0.0037367426083776464 -0.0017083129423554055 0.0025613496474062025 0.0093846497798545508 0.0033383054305510273 0.011804682797481938 0.015324225606904787 0.014694828426708346 0.0039958640292752532 0.0073404515718294913 0.0099356001379689377
leaf_weight=48 39 75 23 28 33 38 66 22 38 22 47 60 21 59 65 22 38 441 25 29 24 195 90 29 31 22 23 24 1289 155
leaf_count=48 39 75 23 28 33 38 66 22 38 22 47 60 21 59 65 22 38 441 25 29 24 195 90 29 31 22 23 24 1289 155
internal_value=0 0.00742129 0.00756183 0.00309435 0.00763279 0.00771401 0.00256029 0.00763752 0.00768929 0.0077563 0.00745336 0.00591399 0.00229281 0.00401503 0.00840967 0.00858158 0.00811612 0.00841919 0.0081316 0.00840526 0.00318148 0.00363111 0.0106818 0.00769434 0.0077749 0.0105412 0.0105354 0.00764757 0.00755978 0.00913921
internal_weight=0 2769 2694 352 2671 2623 324 2585 2563 2525 1847 250 102 81 148 678 555 517 495 470 285 261 123 1597 1568 69 83 1499 1468 179
internal_count=3121 2769 2694 352 2671 2623 324 2585 2563 2525 1847 250 102 81 148 678 555 517 495 470 285 261 123 1597 1568 69 83 1499 1468 179
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=31
num_cat=0
split_feature=1 3 3 2 4 1 4 2 2 2 0 12 123 12 42 1375 12 3 1 1 4 4 0 15 0 1 1 4 15 15
split_gain=27.8472 3.67146 2.99481 1.72285 1.68791 1.36306 1.3602 1.05966 0.940749 0.853113 0.720444 0.90982 0.568966 0.561115 0.442205 0.432179 0.401919 0.534232 0.396228 0.460394 0.384507 0.35255 0.322845 0.308331 0.295503 0.291229 0.290705 0.222096 0.218401 0.248883
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.14285500000000004 0.27834500000000006 0.10089500000000001 0.36766000000000004 -1.0000000180025095e-35 0.10803500000000001 0.13093500000000002 -0.14832499999999996 0.051320000000000005 1.0000000180025095e-35 0.090285000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11658 1.0000000180025095e-35 0.086720000000000005 -0.033174999999999989 0.033845000000000007 -0.13027499999999997 -0.069954999999999989 -0.059114999999999994 0.12000500000000001 0.122715 -0.49013999999999996 -0.088749999999999982 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 26 9 10 25 -9 12 -1 -12 15 22 -14 -4 -7 -18 28 -20 -10 -15 -13 24 -5 -3 -2 -24 -17 -30
right_child=1 3 5 23 -6 16 -8 8 20 -11 11 13 14 21 -16 18 17 -19 19 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013028331374270038 0.0010203908672153652 0.00056328541927155276 0.0007543428182615054 0.00040129705951212228 0.00057971785091767887 0.00058885497384283155 0.00062518909427465173 0.00089526962068011892 0.00080047001314285156 0.00070174120434273498 0.00076022559991471611 0.00088198042859912026 0.0010789948877166298 0.001071902608503348 0.00073088609353547107 0.001087059803745326 0.0010325585015758668 0.00062231468822797537 0.0012484706098250314 0.0010314254911744473 0.00052663356345093964 0.00095819173926213052 0.0013271330340124533 4.8131676317722187e-05 0.00016888396258881526 0.00031105904046952972 0.00079234248232486844 0.0011234647981470725 0.00084356415948809774 0.0010446107679722356
leaf_weight=62 83 24 20 58 74 49 24 42 23 41 32 21 20 678 47 48 26 23 64 91 138 124 21 20 33 66 29 1042 58 40
leaf_count=62 83 24 20 58 74 49 24 42 23 41 32 21 20 678 47 48 26 23 64 91 138 124 21 20 33 66 29 1042 58 40
internal_value=0 0.000581554 0.00105459 0.000476602 0.000809513 0.000923065 0.00108918 0.000555414 0.000633929 0.000970726 0.0010948 0.00108808 0.00099915 0.00109364 0.000834799 0.00103345 0.000714425 0.000839995 0.001052 0.00112104 0.000565753 0.00105432 0.00112273 0.000268568 0.000317015 0.000378319 0.000961343 0.00112749 0.000978699 0.000925624
internal_weight=0 590 2531 404 186 527 2004 293 203 429 1980 1918 388 1886 67 321 98 49 301 155 161 802 1084 111 91 90 112 1063 146 98
internal_count=3121 590 2531 404 186 527 2004 293 203 429 1980 1918 388 1886 67 321 98 49 301 155 161 802 1084 111 91 90 112 1063 146 98
is_linear=0
shrinkage=0.00196078


Tree=5421
num_leaves=31
num_cat=0
split_feature=1 2 12 97 150 132 0 151 13 11 48 11 12 2 47 0 149 4 2 49 3 3 455 1375 12 157 3 474 157 43
split_gain=0.591842 0.176817 0.0985398 0.0924292 0.0863637 0.0860183 0.0849869 0.0966515 0.0788748 0.0770913 0.0804048 0.076379 0.0696736 0.0751837 0.0674785 0.0775404 0.0763298 0.0702072 0.0603116 0.0577468 0.0632094 0.0561484 0.0527662 0.0524919 0.0545018 0.07472 0.0700551 0.0724368 0.0685231 0.0704685
threshold=0.12000500000000001 0.10045500000000002 0.087505000000000013 -0.083924999999999986 1.0000000180025095e-35 0.084605000000000014 -0.23091999999999999 -0.0093999999999999986 -0.08971999999999998 0.080455000000000013 0.081805000000000017 0.085155000000000022 -0.087484999999999993 0.11510000000000002 0.085505000000000012 -0.040504999999999992 0.081720000000000015 0.022185000000000003 -0.090999999999999984 0.12497000000000001 -0.03694999999999999 -0.012304999999999998 0.088555000000000009 -0.16449999999999998 0.087695000000000009 -0.077849999999999989 -0.083654999999999993 0.023345000000000001 -0.089089999999999989 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 8 -6 -8 -3 18 11 -11 -10 21 16 17 -2 -16 -5 20 -4 -14 23 -20 28 26 -26 -28 -25 -30
right_child=14 2 19 9 6 -7 7 -9 12 10 -12 -13 13 -15 15 -17 -18 -19 22 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0026697943085861025 0.0015361399970797085 0.002405623969546444 0.0078569814520065041 0.0038908324924901735 0.0071273608025736544 -0.00035914246691390875 0.0027820631079375747 -0.0054432665963395268 0.0037255837139026776 0.013483389236286961 0.016633647521957756 0.0055457433944361076 0.014797184154899282 0.0049917988608487781 0.011759500824846329 -0.00019538127151983125 0.0079948644805699597 0.0048886736844875045 0.0041187285639656089 0.0033735075751571242 0.0020678229536861179 0.0088349264123410518 0.012127823450136931 0.012090244367444779 -0.00020762218324386556 0.0076989773035438906 0.0019081160495989025 0.0097877530830114013 0.0081494866448920487 0.013163908111214526
leaf_weight=33 215 37 331 37 26 20 50 20 36 22 20 27 22 36 20 21 20 58 36 37 20 56 30 51 23 906 20 28 834 29
leaf_count=33 215 37 331 37 26 20 50 20 36 22 20 27 22 36 20 21 20 58 36 37 20 56 30 51 23 906 20 28 834 29
internal_value=0 0.00746297 0.00607573 0.00792031 0.0047244 0.00587413 0.0022453 0.000431969 0.00654079 0.00800429 0.0112905 0.00910958 0.0075608 0.00877192 0.00300838 0.00519828 0.00208582 0.00665042 0.00789058 0.00713102 0.00752711 0.0105166 0.0079662 0.00790141 0.00797342 0.00745416 0.0043302 0.00650457 0.00852848 0.00831799
internal_weight=0 2787 691 2096 303 207 96 70 187 2063 69 49 150 114 334 99 235 78 1994 388 351 78 1957 1927 1891 977 71 48 914 863
internal_count=3121 2787 691 2096 303 207 96 70 187 2063 69 49 150 114 334 99 235 78 1994 388 351 78 1957 1927 1891 977 71 48 914 863
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 47 12 4 43 16 4 2 2 43 2 4 14 0 16 4 3 3 43 12 47 2 133 43 15 11
split_gain=20.2362 2.59163 2.05839 1.30879 1.27705 0.905191 0.831752 0.70984 0.550815 0.518777 0.429408 0.326831 0.317009 0.297976 0.277775 0.296235 0.264716 0.291747 0.262333 0.259771 0.323931 0.234721 0.302456 0.203086 0.191435 0.166341 0.337811 0.165832 0.159096 0.15472
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.10124500000000002 0.085055000000000006 0.085505000000000012 0.091545000000000015 0.40124500000000002 -0.073404999999999984 -0.061854999999999993 -0.0096849999999999974 0.13754500000000003 0.10803500000000001 -0.086909999999999987 -1.0000000180025095e-35 0.50822500000000004 0.076175000000000007 -0.14001499999999997 -0.078464999999999993 -0.059649999999999988 0.092670000000000016 0.095270000000000007 -0.083134999999999987 0.12757000000000002 0.091680000000000011 0.10855000000000002 0.085635000000000003 -0.079914999999999986 -0.13578499999999996 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 25 11 16 24 13 -7 18 14 19 -1 -3 -16 17 -4 -8 -10 28 22 -5 29 -6 26 -2 -27 -21 -20
right_child=1 5 6 21 7 9 10 -9 12 -11 -12 -13 -14 -15 15 -17 -18 -19 23 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00079450769445177502 0.00081249061279715386 0.00029554612192902633 0.00074322154681545258 0.00060447111767547134 0.00097350683324143328 0.00039892189075750763 0.0009846990377698258 0.00052407852275154732 0.0010057311607342141 0.00071693872888759923 0.00081569970620268164 0.00022598880186307458 0.00069744834225941323 0.00055312876219806427 0.00062240184055176932 0.0003099561522842622 0.001108792314317017 0.00096156218789217654 0.00088427155448632551 0.0010727982281469831 0.00069289168866436463 0.00069341912435797544 0.00030220212305293362 0.00072998932340485249 0.00079134326205931957 0.00033188259267543003 0.00047812669946732021 0.00052203164105560904 0.00087885426782224397 0.00099270481278271165
leaf_weight=51 21 65 24 35 42 41 145 29 75 38 253 102 30 32 28 20 46 1198 355 20 33 39 20 29 47 21 26 110 87 59
leaf_count=51 21 65 24 35 42 41 145 29 75 38 253 102 30 32 28 20 46 1198 355 20 33 39 20 29 47 21 26 110 87 59
internal_value=0 0.000502801 0.000906046 0.00078104 0.000632315 0.000372405 0.000931058 0.000790497 0.000839497 0.000551892 0.000883245 0.000306455 0.000886265 0.000701446 0.000379087 0.000492216 0.000962771 0.000957274 0.000912308 0.000912612 0.000862727 0.000577063 0.000494555 0.000888613 0.000877308 0.000527453 0.000627523 0.00049155 0.000915105 0.000899725
internal_weight=0 590 2531 422 296 294 2109 118 328 79 841 215 245 83 113 48 1268 1222 588 215 140 94 55 443 89 178 47 131 107 414
internal_count=3121 590 2531 422 296 294 2109 118 328 79 841 215 245 83 113 48 1268 1222 588 215 140 94 55 443 89 178 47 131 107 414
is_linear=0
shrinkage=0.00196078


Tree=5423
num_leaves=31
num_cat=0
split_feature=4 2 12 149 457 15 10 15 133 38 40 4 14 1 0 4 0 1 160 4 4 48 13 1446 1374 13 0 1373 484 484
split_gain=0.575326 0.183849 0.0988794 0.0913216 0.0911624 0.0844459 0.0823749 0.0629992 0.0760081 0.0626667 0.132786 0.0829551 0.0575189 0.0604666 0.05702 0.143141 0.119698 0.127086 0.0942213 0.11748 0.0828328 0.0598695 0.0941555 0.0779418 0.0562179 0.0556326 0.055404 0.0514199 0.0510486 0.083012
threshold=0.27287000000000006 0.14285500000000004 -0.010834999999999999 0.07770500000000001 0.31508000000000008 -0.14601999999999996 -0.079859999999999987 -0.079929999999999987 0.017095000000000003 0.091770000000000004 -0.055059999999999991 -0.0065699999999999986 0.019675000000000002 0.082005000000000008 -0.11013499999999998 0.0045450000000000013 -0.15599999999999997 0.10920500000000001 -0.046074999999999991 0.08184000000000001 0.0033150000000000007 0.093265000000000015 0.038215000000000006 0.11018500000000002 0.086000000000000007 0.0015850000000000003 -0.097734999999999989 0.081220000000000014 0.096415000000000015 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 12 -1 -2 -3 -9 10 -7 -12 14 25 15 16 -4 -18 -17 -20 21 23 -23 24 26 -14 -16 -28 29 -8
right_child=3 7 4 -5 -6 9 28 8 -10 -11 11 -13 13 -15 20 18 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011078571747988463 -0.0016807339989986176 0.0069555551139206659 0.0070364254630274244 0.0085822409567689259 0.0015992382153247793 0.005809573026264267 0.0031115662593479538 -0.0020092741613659789 0.0050264269945078663 0.0095259135141252324 -0.0042805560212582352 0.0043600244121626023 0.010556448463295752 0.013301407848484815 0.012590510587863349 0.0042310657011143662 -0.0058488506904762726 0.0050505919707939037 0.016537224450571972 0.00781985184220013 0.0063652062540771222 0.007304853676451427 0.00020218908219881679 0.013147868911619299 0.013186857104301453 0.0039097308320924637 0.0080936737878198935 0.0035229450566694139 -0.0011940266277330617 0.0098160791490226988
leaf_weight=25 39 27 36 28 24 139 241 34 28 26 25 20 34 38 27 37 23 20 22 52 322 99 23 32 22 20 1589 25 24 20
leaf_count=25 39 27 36 28 24 139 241 34 28 26 25 20 34 38 27 37 23 20 22 52 322 99 23 32 22 20 1589 25 24 20
internal_value=0 0.00739526 0.00754375 0.00310314 0.00773206 0.00558449 0.00262964 0.00292387 0.00116814 0.00493043 0.00428107 -0.000440298 0.00779286 0.0102453 0.00769598 0.00603579 0.00278227 -0.000779342 0.00835136 0.0104115 0.00784345 0.00810541 0.00596583 0.00825941 0.00816535 0.0080947 0.00809803 0.00802288 0.00321948 0.00362532
internal_weight=0 2769 2680 352 2445 235 324 89 62 210 184 45 2421 92 2329 190 79 43 111 74 2139 1817 122 1695 1663 54 1641 1614 285 261
internal_count=3121 2769 2680 352 2445 235 324 89 62 210 184 45 2421 92 2329 190 79 43 111 74 2139 1817 122 1695 1663 54 1641 1614 285 261
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 11 4 3 13 1 1 4 47 4 3 47 2 49 0 0 1 39 1 4 0 16
split_gain=25.6188 3.31288 2.73701 2.38168 1.61588 1.09699 1.01459 0.948889 0.879811 0.558674 0.499817 0.48322 0.420128 0.403224 0.398247 0.380671 0.346485 0.406371 0.606505 0.334191 0.331013 0.317813 0.30207 0.296775 0.287205 0.266228 0.250075 0.220971 0.20765 0.214082
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.092550000000000007 0.14285500000000004 -0.16363499999999997 1.0000000180025095e-35 0.053180000000000012 -0.11171999999999999 -1.0000000180025095e-35 0.086105000000000015 0.16175000000000003 0.0061450000000000003 0.077555000000000013 -0.046564999999999988 0.092670000000000016 0.091680000000000011 0.13093500000000002 -0.063424999999999981 -0.065229999999999996 -0.13027499999999997 0.122715 0.088025000000000006 0.10089500000000001 0.024790000000000003 -0.10011499999999998 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 11 25 9 12 -6 22 20 -1 15 -11 -7 -5 17 -13 -19 21 28 26 23 -4 -2 -3 -10 -14 -8 -30
right_child=1 5 6 7 8 14 10 -9 19 13 -12 16 27 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00073386565508211355 0.00099547252995365763 0.00059834188213109729 0.00086507668547040103 0.0004913361975139583 0.0010436341420975309 0.00034553573365458614 0.0011910475655232294 0.00032070039848364272 0.00086937372785767691 0.001315322193298854 0.00087882113106110523 0.0011176555562938204 0.00089286355456958213 0.0010332060899554182 7.4616881306557102e-05 0.00076024416441184751 0.0012050727875355411 0.00098450668795289952 0.00062356162417859316 0.00086454570536124108 0.00076658317271400894 0.00054921235205704756 0.0008990453592702454 0.0010809095482063405 0.00076880118733447015 0.0004008973232411611 0.00060664275562781185 0.00064089849110111549 0.0010577125040438806 0.00098138835541356135
leaf_weight=26 83 97 25 67 31 126 27 43 30 64 125 58 32 28 25 29 32 96 22 31 20 70 38 1209 29 36 26 23 253 320
leaf_count=26 83 97 25 67 31 126 27 43 30 64 125 58 32 28 25 29 32 96 22 31 20 70 38 1209 29 36 26 23 253 320
internal_value=0 0.000567564 0.00102128 0.000709113 0.000877133 0.000415051 0.00105012 0.000577675 0.000741768 0.00108191 0.00099193 0.000985888 0.000650854 0.00122946 0.000300682 0.000572569 0.00101739 0.000983267 0.000917212 0.000682164 0.00101473 0.000637292 0.00107123 0.00107654 0.000936781 0.000544898 0.000747391 0.000787496 0.00102301 0.00101509
internal_weight=0 590 2531 306 422 284 2109 194 188 1364 745 234 151 92 151 96 208 176 118 157 620 126 1272 1234 112 133 56 55 600 573
internal_count=3121 590 2531 306 422 284 2109 194 188 1364 745 234 151 92 151 96 208 176 118 157 620 126 1272 1234 112 133 56 55 600 573
is_linear=0
shrinkage=0.00196078


Tree=5425
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 48 3 43 3 47 0 133 4 2 34 133 15 13 4 49 12 1446 1209 4 2 1 475 13 2 1210
split_gain=0.581128 0.155666 0.0996063 0.0961403 0.118188 0.0997542 0.0899583 0.0822517 0.0773514 0.0740793 0.0677936 0.0599639 0.0598603 0.0591873 0.104383 0.0873694 0.0838246 0.0673057 0.0605563 0.0580218 0.0557936 0.0835692 0.0710531 0.0688123 0.0697736 0.272865 0.0925848 0.0757916 0.0821744 0.0741405
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.083685000000000009 0.12178000000000001 -0.11720999999999999 -0.11171999999999999 0.085505000000000012 -0.040504999999999992 0.087170000000000011 0.057560000000000007 0.13754500000000003 -0.038779999999999995 0.085265000000000021 -0.41942499999999994 -1.0000000180025095e-35 0.015030000000000002 -0.026779999999999995 0.092550000000000007 0.10916500000000003 -0.064814999999999984 -0.39518999999999993 0.089005000000000015 0.083345000000000016 -0.088274999999999978 -0.078279999999999975 0.093175000000000022 -0.15347999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 -4 -6 13 12 -9 -11 14 -2 16 -15 -16 -18 -8 23 22 -22 -3 26 27 -25 -26 -29 -28
right_child=9 20 3 -5 6 -7 19 11 -10 10 -12 -13 -14 15 17 -17 18 -19 -20 -21 21 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=-0.00049511872076318081 -0.0011174060488378422 0.012276280537480489 0.0052157673710847606 0.011930420582315752 0.002086611703524123 0.0062853033759754998 0.0075981674871097018 -0.0038107313535874713 0.0081251896616760574 0.010391565039753914 0.00027553281258969078 0.0030662581568495148 0.0046755285021510716 0.0026917282157228328 0.0031065693241544069 0.0063270723493769766 0.00034551648423075676 0.0084087986499071128 -0.0066119998673394575 0.0010484856675918165 0.0022691992180490935 0.00091972325961770765 0.0074887347128119609 0.003182155806280207 0.0087408734562245075 -0.0032412510793656114 0.014525801921263338 0.0033566718705610107 0.0093927118160268847 0.0085198303966210181
leaf_weight=23 36 40 34 28 23 79 21 32 273 28 21 21 53 36 62 20 22 39 29 38 27 21 766 32 203 25 21 67 34 967
leaf_count=23 36 40 34 28 23 79 21 32 273 28 21 21 53 36 62 20 22 39 29 38 27 21 766 32 203 25 21 67 34 967
internal_value=0 0.00742188 0.00595203 0.00622213 0.00591535 0.00371279 0.00694528 0.00137683 0.00765598 0.00307565 0.00533876 -0.00108589 0.00665144 0.00212959 0.00350601 0.000367262 -0.00100281 0.00515396 -0.00361072 0.00337973 0.00780353 0.00714613 0.00731102 0.00818878 0.00806758 0.00680126 0.00847603 0.00762713 0.00538861 0.00864749
internal_weight=0 2775 572 549 521 166 355 87 296 346 102 53 81 244 137 107 87 101 51 59 2203 814 793 1389 1349 329 1020 304 101 988
internal_count=3121 2775 572 549 521 166 355 87 296 346 102 53 81 244 137 107 87 101 51 59 2203 814 793 1389 1349 329 1020 304 101 988
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=31
num_cat=0
split_feature=1 2 12 150 97 44 16 150 4 2 132 13 48 1429 48 15 3 34 12 12 43 147 11 11 51 51 0 50 43 13
split_gain=0.470714 0.131068 0.0794351 0.0806946 0.0751571 0.0752725 0.0689225 0.0635168 0.062883 0.0821475 0.0594615 0.0642395 0.0588715 0.0582727 0.0539918 0.0537538 0.0557975 0.0516143 0.0515854 0.0497744 0.0643359 0.0491111 0.0627177 0.0816266 0.054609 0.0810087 0.0788741 0.0584904 0.0504878 0.0722224
threshold=0.11910500000000002 0.10045500000000002 0.087505000000000013 1.0000000180025095e-35 -0.0047149999999999996 1.0000000180025095e-35 -0.010699999999999999 0.10801000000000001 0.40945500000000007 0.14285500000000004 0.084605000000000014 -0.08971999999999998 0.016865000000000002 -0.092414999999999983 -0.074214999999999989 -0.41396999999999995 0.32202000000000003 -0.038779999999999995 0.095780000000000018 -0.086254999999999984 -0.0092949999999999994 0.089365000000000014 0.080455000000000013 0.085155000000000022 0.080335000000000018 0.086310000000000012 -0.067624999999999977 0.11690000000000002 -0.14386499999999997 0.06370000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 -1 13 7 -5 9 12 11 -3 -2 -6 -9 17 -17 -10 -4 -13 -21 22 24 -24 28 -26 27 -27 29 -15
right_child=8 2 18 6 5 -7 -8 14 15 -11 -12 19 -14 21 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0027232116865865789 0.0074896121022175067 0.0022126553986045357 0.0081755360454105995 -0.00019284776722391448 0.011798381844822032 0.013259469936601818 -0.0030739074943333189 0.0020712972858746071 -0.0011397056217337478 0.00081125170429598322 0.0001916185603477061 0.0035894633950998207 0.0027179105850358969 0.012575245146616933 0.0092502706752963029 0.0014532103478813953 -0.0051805655726292615 0.0036311400969190385 0.0056588244767240142 0.012756707603958521 0.006717475169871966 0.0034728233714735042 0.01450395999619594 0.0070119502333303293 -0.00031080964420522963 0.0075798787400929799 0.00061447651368444381 0.0032882571696506769 0.0070507453293555608 0.0075116573936409416
leaf_weight=39 70 37 117 30 26 20 22 20 29 49 20 35 41 41 22 32 21 104 268 22 89 38 26 33 21 171 23 39 1526 90
leaf_count=39 70 37 117 30 26 20 22 20 29 49 20 35 41 41 22 32 21 104 268 22 89 38 26 33 21 171 23 39 1526 90
internal_value=0 0.0066797 0.00547574 0.00424699 0.007072 0.00715457 0.00182469 0.00332148 0.00276808 0.00422162 0.00536864 0.00593444 0.00572709 0.00709454 0.00583171 0.00151773 -0.00117527 0.00259088 0.00642364 0.00687763 0.00791444 0.00703364 0.00710232 0.0103135 0.00700318 0.00563782 0.00617397 0.00678286 0.00721248 0.00909644
internal_weight=0 2775 682 297 2093 2054 94 72 346 160 203 183 111 2034 42 186 53 133 385 146 111 2008 1970 59 1911 254 233 210 1657 131
internal_count=3121 2775 682 297 2093 2054 94 72 346 160 203 183 111 2034 42 186 53 133 385 146 111 2008 1970 59 1911 254 233 210 1657 131
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 2 11 11 2 15 2 13 0 0 2 16 130 13 160 3 3 11 42 1 4 13
split_gain=21.8101 3.53454 2.38042 1.73075 1.61097 0.991158 0.891757 0.644447 0.639389 0.588325 0.470199 0.393108 0.332984 0.297645 0.26628 0.255908 0.24205 0.357099 0.314961 0.239888 0.220176 0.33889 0.357401 0.219014 0.217031 0.185736 0.178973 0.177719 0.17269 0.184654
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.092235000000000025 0.09253500000000002 0.40473500000000007 0.13754500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.17025000000000004 -0.086849999999999997 0.14530500000000005 -0.004174999999999999 -0.11173999999999999 -0.14226499999999997 0.085730000000000015 -0.16075999999999999 -0.076894999999999977 -0.0034749999999999994 -1.0000000180025095e-35 -0.11171999999999999 -0.12711499999999995 0.082485000000000017 0.088295000000000012 0.11588000000000001 -0.0073899999999999999 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 14 6 10 13 27 11 16 23 15 -1 20 -4 17 18 -5 -14 -3 -22 -23 -8 -18 -13 -26 -6 -25 -30
right_child=1 2 12 5 8 -7 9 -9 -10 -11 -12 25 19 -15 -16 -17 24 -19 -20 -21 21 22 -24 28 26 -27 -28 -29 29 -31
leaf_value=0.00095804034365028603 0.00091737065016117808 0.00029858734445981457 0.00026303774055798194 0.0010934958697983582 0.00092413979013581077 0.00054410630483710568 0.00073231784148571305 0.00056700762700047055 0.00052345668285515756 0.00063144886954063205 0.0011126694417133386 0.0011763264631189886 0.00026073287845888426 0.00071370787642422275 0.0002711212053009327 0.00045660117656589358 0.00078408607654795257 0.00063443183301285626 0.00082918380360437916 -1.417117372777659e-05 0.00044127712153919761 0.00079061211032025955 0.00052034589476399008 0.00090954909687273645 0.00097259659569129365 0.00095843176405340761 0.00092246468768415637 0.00074329835141568657 0.00088145403903635113 0.00077195715281178317
leaf_weight=36 74 23 85 26 39 26 42 69 39 37 70 21 26 41 25 38 28 22 52 23 155 25 76 317 973 53 381 45 160 94
leaf_count=36 74 23 85 26 39 26 42 69 39 37 70 21 26 41 25 38 28 22 52 23 155 25 76 317 973 53 381 45 160 94
internal_value=0 0.000513087 0.000463142 0.000911646 0.000541592 0.000924776 0.000929124 0.000704623 0.000730932 0.000872299 0.000955633 0.00088527 0.000268385 0.000827941 0.000464984 0.000322838 0.000948216 0.00085506 0.000917288 0.000131696 0.000482355 0.000498865 0.000587243 0.000868974 0.000954957 0.00102027 0.00095849 0.00082726 0.000879026 0.000840932
internal_weight=0 673 599 2448 427 2302 2276 146 123 724 1552 687 172 77 304 123 1482 100 78 49 279 256 101 613 1382 74 1354 84 571 254
internal_count=3121 673 599 2448 427 2302 2276 146 123 724 1552 687 172 77 304 123 1482 100 78 49 279 256 101 613 1382 74 1354 84 571 254
is_linear=0
shrinkage=0.00196078


Tree=5428
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 4 0 1 150 160 48 14 16 0 0 4 3 160 131 15 3 2 48 47
split_gain=32.4565 4.14828 3.64492 2.44963 1.92173 1.69685 1.24749 1.04408 0.822602 0.73027 0.859063 0.650872 0.578221 0.56632 0.594718 0.519399 0.623743 0.497202 0.446537 0.379072 0.341793 0.601032 0.547526 0.340485 0.331755 0.35972 0.356731 0.327649 0.314627 0.282557
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.091545000000000015 0.40124500000000002 -0.17966999999999997 0.14285500000000004 0.27834500000000006 0.0052350000000000009 -0.23194499999999998 0.10124500000000002 0.091105000000000005 -0.078564999999999982 0.084485000000000018 0.076175000000000007 -0.040964999999999994 -0.13027499999999997 0.11070500000000001 -0.064054999999999987 0.013900000000000001 -0.067824999999999983 0.082750000000000004 -0.41942499999999994 0.31534000000000006 0.12358500000000001 0.016865000000000002 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 9 17 29 -6 10 28 27 -1 14 15 -10 -17 19 -7 -4 21 -14 -23 -12 25 -11 -27 -8 -3 -5
right_child=1 5 6 7 8 18 11 -9 13 24 23 -13 20 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014153815155148295 0.00064864715093044644 0.0008581555740652131 0.00099124220646988506 0.0012274898957128357 0.0011471417557582457 0.00061474357136324335 0.0011539946086646495 0.00068984927006312689 0.00070095985265227812 0.00037798623925720164 0.00059623379992338593 0.0010148111038225875 0.001289542068453396 0.00068319325757480406 0.00060869496375481717 0.0012456215346985748 0.00086438834791160806 0.0014129540283560041 0.00098918234454650495 0.0012108711410465391 0.00087066704372567758 0.0011128304283560652 0.0007814693530153366 0.00032515117012856117 0.00049262119530170563 0.00024714576545450576 -9.5722235045304484e-05 0.00092934165515151678 0.00052820471802488998 0.0010065138645456862
leaf_weight=22 178 25 31 45 31 25 624 29 21 30 23 191 50 85 22 33 33 46 24 1191 26 73 26 79 20 28 20 26 20 44
leaf_count=22 178 25 31 45 31 25 624 29 21 30 23 191 50 85 22 33 33 46 24 1191 26 73 26 79 20 28 20 26 20 44
internal_value=0 0.000630023 0.00114071 0.00079388 0.000974366 0.000465051 0.001174 0.00101296 0.000850554 0.000398432 0.000485839 0.00111544 0.00111577 0.000803161 0.000896714 0.000969546 0.001055 0.00121283 0.000798142 0.0012053 0.00107811 0.00111431 0.00102581 0.000386278 0.000267323 0.000209554 0.000104284 0.00114501 0.000711511 0.00111824
internal_weight=0 590 2531 296 422 294 2109 118 225 245 147 841 197 194 109 87 66 1268 49 1222 175 149 99 102 98 78 48 650 45 89
internal_count=3121 590 2531 296 422 294 2109 118 225 245 147 841 197 194 109 87 66 1268 49 1222 175 149 99 102 98 78 48 650 45 89
is_linear=0
shrinkage=0.00196078


Tree=5429
num_leaves=31
num_cat=0
split_feature=4 2 3 12 1 2 40 376 149 457 13 42 3 52 43 41 2 10 16 43 2 16 0 11 43 3 13 52 481 4
split_gain=0.590687 0.185644 0.144465 0.0951808 0.0817191 0.0811518 0.0732589 0.0755873 0.0709971 0.0705435 0.0671805 0.0645278 0.0718476 0.0553778 0.0547755 0.0626077 0.0707294 0.0966987 0.07517 0.0666681 0.054017 0.051913 0.0505839 0.0494073 0.0816297 0.0749932 0.200976 0.120237 0.0694492 0.0541135
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -0.010834999999999999 0.093575000000000019 0.25063000000000007 -0.0036699999999999992 0.080200000000000007 0.07770500000000001 0.31508000000000008 -0.0093149999999999986 0.11649000000000002 -0.077644999999999978 0.12492500000000002 -0.072864999999999985 0.08178500000000001 0.11704500000000001 0.094860000000000014 -0.52595999999999987 0.0047850000000000011 0.090790000000000023 -0.50339499999999993 -0.055064999999999996 1.0000000180025095e-35 0.035560000000000008 -0.11255999999999998 0.14871000000000004 -0.034054999999999995 -0.050449999999999995 -0.085409999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 20 8 7 -6 13 11 -9 23 -13 14 21 16 17 18 -16 -18 -1 -2 -14 25 28 26 27 -5 -25 -27
right_child=5 -3 -4 9 6 -7 -8 10 -10 -11 -12 12 22 -15 15 -17 19 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.012588221229435433 0.0037688111915485933 0.00010640612881891712 0.0029938448960176458 -0.0048739192732186482 0.0091358051913428221 -0.0024002464876199765 -0.00062582639511674651 0.0058440069034380341 0.0086378398817032586 0.0020325272937770935 -0.00031951125628048823 0.0081336333934417145 0.0018564504979300029 0.0076994564426131548 0.0032650134079308525 0.0085658884931193759 0.0025093055649527481 -0.0010489296913146974 0.0099828197155147798 -0.0040373014681972562 0.0067959042738421245 -0.0015556265570302594 0.0072047193692664482 0.0035634936653964576 0.015294575931139941 0.0093322486997423106 0.0094608960880173589 0.0053609406575560571 0.0097548074024609507 0.0079038315101047831
leaf_weight=21 30 33 65 22 36 24 25 48 26 20 28 79 48 25 31 23 70 20 36 20 69 47 28 21 23 315 54 24 132 1678
leaf_count=21 30 33 65 22 36 24 25 48 26 20 28 79 48 25 31 23 70 20 36 20 69 47 28 21 23 315 54 24 132 1678
internal_value=0 0.00756197 0.00765189 0.00776525 0.00580652 0.00321294 0.00426868 0.00536121 0.00362366 0.00794718 0.00357324 0.00799598 0.00602193 0.00319197 0.00278516 0.0036577 0.00301991 0.00505308 0.00687458 0.0010545 0.00814744 0.00051883 0.00382687 0.00813083 0.00974002 0.00799551 0.00532325 0.000466008 0.00890502 0.0081296
internal_weight=0 2769 2736 2671 227 352 137 112 328 2444 76 2424 155 302 277 200 177 87 67 90 90 77 76 2269 176 2093 100 46 153 1993
internal_count=3121 2769 2736 2671 227 352 137 112 328 2444 76 2424 155 302 277 200 177 87 67 90 90 77 76 2269 176 2093 100 46 153 1993
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=31
num_cat=0
split_feature=1 2 133 3 106 1 4 52 394 150 12 51 0 160 16 151 49 14 3 34 3 124 2 16 49 151 49 0 43 50
split_gain=0.481545 0.107511 0.0881256 0.106814 0.0745702 0.126364 0.0731459 0.0698204 0.063177 0.0608161 0.0623403 0.0604339 0.0590972 0.104557 0.0628643 0.0560649 0.06073 0.0517557 0.049834 0.0494755 0.047954 0.0422953 0.0525351 0.0494569 0.0433238 0.0421771 0.0641947 0.0656871 0.088385 0.109469
threshold=0.11374000000000002 0.10045500000000002 -0.24227499999999996 0.31370500000000007 0.086340000000000014 0.10984500000000001 -0.036839999999999991 0.056145000000000007 -0.081744999999999984 0.11156000000000001 0.087925000000000017 -0.40274499999999996 -0.089019999999999974 -0.082299999999999984 -0.0087049999999999992 -0.082774999999999987 0.13173000000000004 -0.46413499999999996 -0.023499999999999997 -0.038779999999999995 0.42240500000000009 0.05852000000000001 0.11548000000000001 -0.059624999999999991 0.055245000000000009 0.095500000000000015 -0.090734999999999982 -0.076234999999999983 -0.03898999999999999 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 9 -4 20 -3 25 -11 -8 13 -10 18 -14 -17 -13 -15 -19 -5 22 -21 24 -24 26 -1 -28 29 -29
right_child=2 8 3 7 -6 -7 11 -9 12 10 -12 17 15 14 -16 16 -18 19 -20 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.010829604664692082 0.0095275229599792524 0.00080062320735305561 0.0072995979634400176 0.00039037645269089785 0.001685649423355547 0.01500952750932248 0.0073256486128229882 0.0043439794788495282 0.01011821101752243 0.00095851085329007725 0.0074088179763278058 0.0066228593451281396 0.011774439746513963 0.0015951925960724198 -0.00063174060856302592 0.0066946320744195034 0.001859250838762299 -0.0019931440223008396 0.0057668030236123343 0.0054911870222825281 -0.0052201073002070197 -0.0015279153731950958 0.0017484787341814037 -0.0018082891142478697 0.0067099070186183484 0.0033839663801093901 0.0075359759196808795 0.0029541150853037833 0.0075842201577522505 0.009773606306006169
leaf_weight=52 22 25 52 39 24 21 32 26 28 31 29 30 20 42 30 359 28 25 90 65 25 21 66 27 24 27 1545 125 162 29
leaf_count=52 22 25 52 39 24 21 32 26 28 31 29 30 20 42 30 359 28 25 90 65 25 21 66 27 24 27 1545 125 162 29
internal_value=0 0.00687681 0.00335371 0.0030393 0.00722697 0.00729278 0.00384594 -2.59393e-05 0.00572557 0.00721175 0.00407616 0.00322666 0.00593181 0.00447562 0.00350036 0.0066116 0.00634479 0.00271826 0.00443947 0.0022045 -0.00180122 0.00272145 0.00321176 0.00194542 0.00307153 0.00730873 0.00736412 0.00726729 0.00595362 0.0042383
internal_weight=0 2667 454 432 2045 2021 342 90 622 2000 60 290 597 190 162 407 387 258 132 228 64 203 182 117 90 1940 1913 1861 316 154
internal_count=3121 2667 454 432 2045 2021 342 90 622 2000 60 290 597 190 162 407 387 258 132 228 64 203 182 117 90 1940 1913 1861 316 154
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 47 2 2 1 14 2 1 1429 4 11 4 11 160 0 3 4 51 47 3 15 0 160 150
split_gain=37.5599 6.25072 3.85412 2.64501 2.51023 1.89984 1.6314 1.09583 1.04662 0.992897 0.718655 0.708362 0.67879 0.48618 0.541827 0.472067 0.425802 0.339477 0.330627 0.319719 0.295215 0.310573 0.26463 0.260476 0.248216 0.250166 0.231156 0.243733 0.228317 0.325667
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.092235000000000025 0.13082500000000002 0.14122000000000004 0.11474000000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.080270000000000022 0.084690000000000015 0.27834500000000006 1.0000000180025095e-35 -0.0070899999999999991 0.082485000000000017 -1.0000000180025095e-35 -0.22491999999999998 -0.11171999999999999 -0.036839999999999991 0.11144500000000002 0.090100000000000013 1.0000000180025095e-35 -0.081924999999999984 -0.094654999999999975 0.081905000000000019 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 24 6 11 12 16 17 -5 13 15 23 28 -4 20 -6 -18 -17 -8 -22 -2 -1 25 -3 27 -14 -15 -30
right_child=1 2 7 10 9 -7 8 -9 -10 -11 -12 -13 26 14 -16 19 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012966089518901881 0.0013144403707747365 0.00056231712507794909 0.00067287905397368406 0.0011310337938480036 0.001351341547098369 0.00069404590977173225 0.00093531440960871177 0.0007873100964427681 0.00085827858182358884 0.00068197247809639167 0.00077730844796186215 0.0014790742986191684 0.00050067869728885985 0.0012436122098539431 0.00091570409914601511 0.00060252520376016675 0.0015284572182750168 0.001059009248510796 0.0012392464306690263 0.00036373599690022547 0.0010088535827470649 0.0011834531426550444 0.0010639593808674346 0.0011110435367799273 0.00081488447074584149 0.00070433703541774738 0.00010430249459970065 0.00024591308994954375 0.0012405105665618298 0.0009103929521784177
leaf_weight=951 50 99 40 34 21 25 21 34 41 24 63 62 22 453 22 29 21 56 55 84 42 581 24 30 33 92 23 42 27 20
leaf_count=951 50 99 40 34 21 25 21 34 41 24 63 62 22 453 22 29 21 56 55 84 42 581 24 30 33 92 23 42 27 20
internal_value=0 0.000695572 0.000629153 0.0012186 0.000773568 0.00123169 0.00123747 0.000457858 0.001163 0.0010302 0.000901295 0.00127368 0.000411185 0.00126521 0.00121686 0.000489818 0.00118036 0.00113874 0.00131916 0.000425018 0.00116397 0.00117168 0.0012332 0.00129093 0.000657855 0.000630725 0.000272899 0.000333489 0.00123012 0.00110003
internal_weight=0 673 599 2448 325 2351 2326 274 761 101 97 1565 240 1503 522 153 720 77 76 113 644 623 74 981 224 191 87 64 500 47
internal_count=3121 673 599 2448 325 2351 2326 274 761 101 97 1565 240 1503 522 153 720 77 76 113 644 623 74 981 224 191 87 64 500 47
is_linear=0
shrinkage=0.00196078


Tree=5432
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 12 14 47 4 42 2 4 1 52 1 2 43 12 0 52 1 12 4 43 0 15 16 1420 51 3
split_gain=19.6614 3.09905 2.028 1.50457 1.02359 1.01216 0.797862 0.726429 0.651244 0.612048 0.553826 0.539505 0.356031 0.322491 0.343148 0.386019 0.23036 0.215744 0.208033 0.194178 0.19105 0.18113 0.188262 0.176591 0.146653 0.142675 0.141938 0.196495 0.152348 0.145256
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.13082500000000002 0.27834500000000006 -0.0060199999999999993 0.089885000000000007 0.40473500000000007 0.15022500000000003 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.080324999999999994 0.11472500000000001 0.18019500000000002 0.056145000000000007 0.091195000000000012 0.090285000000000018 -0.011884999999999998 0.05259500000000001 -0.026509999999999995 0.090455000000000021 -0.08231999999999999 -0.083604999999999985 0.089355000000000004 -0.071329999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 9 6 -3 8 12 10 -1 20 -7 17 -12 18 -16 -11 19 21 -4 26 23 -23 -15 -6 -8 29 -28 -29 -5
right_child=1 2 7 4 24 11 25 -9 -10 16 13 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00086152161635896741 0.00090244045986633437 0.00051164506620466363 0.00029766821098339114 0.00098750308035808502 0.00074846015814791387 0.00083530494537565779 0.0011768940440531261 0.00061409760238903815 0.00057708778059186415 0.00063824626973004849 0.001042168604093657 0.00053383319755430673 0.00017707903000835882 0.00095701380384122031 0.00052683286635619596 0.00084420478658234883 0.00038953221265273082 0.00054639189231907737 0.0006826192301278021 0.00045447624516764692 0.00088766423333368617 0.00089638631433985828 0.00081896256719503867 0.00079900175698247608 0.00053094092189007039 0.0010148656639903705 0.0011251563593453052 0.00093403340457668641 0.00078363740193125293 0.00082738896909678782
leaf_weight=40 76 231 126 412 22 74 48 37 22 41 43 33 53 181 23 41 22 21 20 40 216 298 203 32 26 37 20 633 27 23
leaf_count=40 76 231 126 412 22 74 48 37 22 41 43 33 53 181 23 41 22 21 20 40 216 298 203 32 26 37 20 633 27 23
internal_value=0 0.000528901 0.00048274 0.000903738 0.000914003 0.000584672 0.000919971 0.000358362 0.000912749 0.000671832 0.000916149 0.000742328 0.000318936 0.00087676 0.000867847 0.000730149 0.000551394 0.000359142 0.000879853 0.000335453 0.000941038 0.000885378 0.000865015 0.000933275 0.000630637 0.00110636 0.000951377 0.000933683 0.000927881 0.000979037
internal_weight=0 691 615 2430 2327 338 2279 277 2194 103 2172 107 240 841 798 64 63 187 734 166 1331 714 501 213 48 85 1115 680 660 435
internal_count=3121 691 615 2430 2327 338 2279 277 2194 103 2172 107 240 841 798 64 63 187 734 166 1331 714 501 213 48 85 1115 680 660 435
is_linear=0
shrinkage=0.00196078


Tree=5433
num_leaves=31
num_cat=0
split_feature=1 4 148 1 12 4 2 2 0 131 10 39 15 0 4 1 4 147 49 16 52 48 3 3 12 151 43 43 2 400
split_gain=0.615285 0.102268 0.101483 0.112885 0.0778629 0.0867161 0.077212 0.0673216 0.0628149 0.06042 0.124967 0.18465 0.0998708 0.0569834 0.0576788 0.0558918 0.0656004 0.0543572 0.0526695 0.0703958 0.0695448 0.0518888 0.0648823 0.0574733 0.0524785 0.0782728 0.0729547 0.15323 0.151211 0.0926877
threshold=0.11146500000000002 0.27834500000000006 -0.043434999999999994 0.12337000000000002 -0.010834999999999999 -0.095774999999999985 1.0000000180025095e-35 0.13754500000000003 -0.18113999999999997 0.096070000000000016 -0.062879999999999978 0.090455000000000021 -0.40580499999999992 0.010870000000000003 0.50996500000000011 0.09253500000000002 0.0016150000000000003 0.093875000000000014 0.14233500000000002 -0.39185999999999993 -0.046924999999999988 0.11619500000000001 0.10732000000000001 0.14121000000000003 0.087830000000000005 0.095500000000000015 0.10915000000000001 0.016310000000000002 0.08647500000000001 -0.0086949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 -1 -4 21 -8 10 11 -5 -11 14 18 16 -7 -3 19 -12 -21 22 24 -24 25 26 27 29 -29 -6
right_child=2 17 3 9 7 15 8 -9 -10 12 13 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00099432782815962024 -0.00033015141962096096 0.0026770594023298802 0.0085981974769931517 -0.0090244299909543434 0.0054180304849377053 0.013350721744253584 0.0094914872994801662 0.003937047059451671 0.0034046253994430039 0.0018920305947263149 0.0019482802642854834 0.0040851149200038473 0.011765881842002272 0.0076567953297247485 0.00033053529706584026 0.0052093989640060404 0.0070075170199353515 0.008736348561942579 0.00015343725276382073 0.00429636850224241 0.012160727313973687 0.012459315219894053 0.00087190782524766805 0.0081076957329752897 0.0077703383684298221 0.0025560148037038748 0.014208010361529889 0.0077339003280298239 -0.0030586393572212683 0.0093410379006832606
leaf_weight=29 48 57 85 21 65 23 21 38 88 21 31 22 20 30 56 90 56 20 23 23 22 28 23 21 1240 20 25 34 21 820
leaf_count=29 48 57 85 21 65 23 21 38 88 21 31 22 20 30 56 90 56 20 23 23 22 28 23 21 1240 20 25 34 21 820
internal_value=0 0.00784113 0.00404663 0.00450038 0.00795027 0.00604631 0.00633905 0.00811172 0.00457732 0.00317436 0.00253882 -0.00231722 0.00670854 0.00366752 0.00289541 0.00691322 0.00885427 0.0042509 0.00434624 0.00561512 0.00814117 0.00818078 0.00812799 0.00432535 0.00820318 0.00874809 0.00887642 0.00873462 0.00361311 0.00905291
internal_weight=0 2610 511 463 2533 198 194 2335 109 269 228 43 41 185 155 169 79 77 99 76 45 2297 2269 44 2225 985 965 940 55 885
internal_count=3121 2610 511 463 2533 198 194 2335 109 269 228 43 41 185 155 169 79 77 99 76 45 2297 2269 44 2225 985 965 940 55 885
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=31
num_cat=0
split_feature=1 12 15 148 4 46 4 474 1 3 15 31 2 15 10 15 0 4 484 16 0 15 150 151 15 4 0 52 4 48
split_gain=0.498381 0.0861078 0.105244 0.0822009 0.101296 0.0780635 0.0904511 0.14954 0.0884776 0.0741083 0.0681862 0.0596448 0.075796 0.104148 0.0812345 0.113383 0.202156 0.0857699 0.0604347 0.0589093 0.0830522 0.0674954 0.0729511 0.0552786 0.101893 0.053706 0.0525312 0.0488688 0.0483418 0.0461275
threshold=0.11146500000000002 0.078300000000000008 0.035560000000000008 -0.043434999999999994 -0.010655 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.14121000000000003 -0.015039999999999998 -0.018414999999999997 0.11362000000000001 -0.41942499999999994 -0.39453499999999991 -0.41942499999999994 -0.057069999999999989 0.51164000000000009 0.090535000000000018 -0.034884999999999992 -0.084804999999999978 -0.089024999999999979 0.084335000000000007 -0.039414999999999999 -0.094329999999999983 0.053180000000000012 0.056435000000000006 -0.078224999999999975 0.2623950000000001 0.097945000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 9 6 26 8 19 27 23 -6 13 -13 -14 17 29 -16 -19 21 -21 22 -8 24 -10 -3 -1 -5 -15 -17
right_child=3 25 -4 4 11 -7 7 -9 10 -11 -12 12 14 28 15 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010290617683052046 -0.00029713629919569939 0.007513365299258801 0.010064470416532374 0.0069438570709344062 -0.00036347909854390686 0.01129167976434387 0.0083482611216604708 -0.0036174784583801571 -0.0032987609467691869 0.0022567510361904681 -0.0022851850942242893 0.0015483368460724994 0.0083505127578973777 0.0063679355848018371 0.0083059228989960897 -0.0013167899617526149 -0.0094478877610526986 0.0046156575230674613 -0.0019466093933695684 0.01136696045657366 0.004609260756537439 -0.00018254912325314115 0.0013248101209423371 0.0064756642082565517 0.0046276006371375519 0.0059363779338023276 0.0047340158200650309 0.012829065468048656 0.011980011854320766 0.0038312007880291358
leaf_weight=46 48 1879 53 43 39 21 50 22 23 23 20 41 22 66 35 28 20 36 23 44 31 21 21 53 55 244 27 21 20 46
leaf_count=46 48 1879 53 43 39 21 50 22 23 23 20 41 22 66 35 28 20 36 23 44 31 21 21 53 55 244 27 21 20 46
internal_value=0 0.00705702 0.00585776 0.00364197 0.00405034 0.00534404 0.00504162 0.00435589 0.00490751 0.0071253 0.00315333 0.00333885 0.00376731 0.00569579 0.00260104 0.00192823 -0.000527581 0.00438403 0.00205749 0.00649362 0.00857378 0.00479783 0.0062709 0.00398364 0.00229034 0.00733212 0.00823544 0.00887494 0.00767307 0.00188331
internal_weight=0 2610 487 511 463 434 413 340 318 87 151 376 337 127 210 188 94 94 59 167 75 92 71 131 78 2123 73 64 86 74
internal_count=3121 2610 487 511 463 434 413 340 318 87 151 376 337 127 210 188 94 94 59 167 75 92 71 131 78 2123 73 64 86 74
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=31
num_cat=0
split_feature=1 12 15 133 1 148 4 47 4 15 2 2 52 3 48 13 15 12 1 402 13 1212 403 42 1447 1213 483 42 13 16
split_gain=0.403689 0.0697473 0.085248 0.0673115 0.102052 0.0693036 0.0681617 0.0663895 0.0737316 0.112418 0.0971332 0.129436 0.0699914 0.0687078 0.0606392 0.0531416 0.0492109 0.0458859 0.0809638 0.062406 0.0546532 0.0530486 0.117933 0.0733196 0.0829481 0.129494 0.104152 0.0800046 0.100133 0.0584347
threshold=0.11146500000000002 0.078300000000000008 0.035560000000000008 -0.24227499999999996 0.16773500000000005 -0.043434999999999994 -0.010655 0.077555000000000013 -0.17966999999999997 -0.03241999999999999 0.09358000000000001 0.079055000000000014 -0.088614999999999985 0.097915000000000016 0.10327000000000001 -0.071554999999999994 -0.070929999999999979 0.087830000000000005 0.089875000000000024 0.2506000000000001 -0.11122999999999998 -0.04353499999999999 -0.0044549999999999998 0.086135000000000003 -0.086059999999999984 0.085435000000000025 0.032770000000000007 0.085730000000000015 -0.091904999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 5 -5 15 8 -1 12 11 -11 -10 -14 -9 -7 -17 18 20 -19 -3 22 -22 27 -25 26 29 28 -23 -26
right_child=3 17 -4 4 -6 6 -8 14 9 10 -12 -13 13 -15 -16 16 -18 19 -20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0075052095865095524 0.0086887689307332035 0.010937667247575208 0.0090580233346389729 -0.00026742267073132098 -0.0039613122562877833 0.0025063527027668897 0.0031031316605939149 0.0090700514662924014 0.0082982650923077023 -0.0010659889285711366 -0.0034521499939728531 0.0095480207633227114 0.003023795964574064 0.0088059233511254813 0.0030167319353811609 0.01087020553712701 0.0050932750773305703 0.0063316686014433304 0.0016027508322149515 0.0010772019057818081 0.016070950785208316 0.0016809715033741669 0.0071140188833090428 0.01083844240916812 0.0058319346381126552 -0.002711222622416575 0.00042719866990322068 0.013073807382956149 0.0076639667309211582 0.011600630764256825
leaf_weight=57 22 41 53 48 20 26 336 59 45 27 36 20 143 24 23 29 30 1310 25 23 21 30 49 23 87 22 31 25 414 22
leaf_count=57 22 41 53 48 20 26 336 59 45 27 36 20 143 24 23 29 30 1310 25 23 21 30 49 23 87 22 31 25 414 22
internal_value=0 0.00635132 0.00527199 0.00327777 0.00303433 0.00333266 0.00374312 0.00480964 0.00421269 0.0035765 0.000456642 0.00345061 0.00479796 0.00385476 0.00737217 0.00627293 0.00793278 0.00659891 0.00720281 0.00624101 0.00738582 0.00718468 0.0098011 0.00690463 0.00521877 0.00442092 0.00554168 0.00756963 0.00725971 0.00699626
internal_weight=0 2610 487 511 489 469 421 434 352 295 83 47 212 167 82 85 59 2123 790 1333 765 724 70 654 185 162 140 469 444 109
internal_count=3121 2610 487 511 489 469 421 434 352 295 83 47 212 167 82 85 59 2123 790 1333 765 724 70 654 185 162 140 469 444 109
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=31
num_cat=0
split_feature=1 2 16 52 13 15 0 15 11 16 157 160 30 33 2 1424 393 403 160 0 131 13 16 131 12 1451 400 1 1456 2
split_gain=0.334578 0.103344 0.0694847 0.120007 0.111204 0.0722447 0.071897 0.0679841 0.0776686 0.0890172 0.0621709 0.0582181 0.0541153 0.064557 0.0526888 0.0480271 0.0454895 0.0831854 0.0448739 0.044421 0.0748289 0.0710622 0.0667494 0.0633523 0.0599157 0.0433282 0.0444371 0.0416921 0.0764683 0.0768058
threshold=0.12000500000000001 0.10005000000000001 0.40020000000000006 0.039215000000000007 0.11596500000000001 -0.46743999999999997 -0.062294999999999996 -0.07490999999999999 0.090070000000000025 0.51222500000000004 -0.077664999999999998 -1.0000000180025095e-35 0.086065000000000016 0.083840000000000012 0.11018500000000002 1.0000000180025095e-35 0.094880000000000006 -0.084674999999999986 0.089640000000000011 0.024095000000000002 0.096070000000000016 -0.0025349999999999995 0.052820000000000013 0.10548500000000001 -1.0000000180025095e-35 0.088880000000000015 1.0000000180025095e-35 0.08844500000000001 -0.071109999999999993 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 -3 -5 -4 9 -9 -7 -8 13 15 -11 16 25 -18 -12 20 21 24 -23 -22 -2 26 27 -1 -29 -30
right_child=19 2 7 6 -6 10 11 8 -10 14 18 -13 -14 -15 -16 -17 17 -19 -20 -21 23 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0059821170318141957 0.0021009872188397613 0.0091333526896778504 0.011346905852627496 0.007244758470958697 -0.0037470472200463213 -0.0010302088347712666 -0.0013030028995126485 -0.00053926231921650467 0.0095247355478538867 0.008598365050812181 0.0029892798830499692 0.00520395139888437 0.0016850681301077892 0.011191242940306741 0.0037156294127378394 0.010850516967584553 0.0052713829336341386 0.011738840067708815 0.0072430213813536939 -0.00085413311724551015 0.010120213985615209 0.0062886866072497886 0.00075878758116492209 0.0026141528389416638 -0.0020563398049629404 0.010459494699025526 0.0089219411092926748 0.0091384859618324887 0.0049619907135134353 0.00055515423353592105
leaf_weight=1395 104 20 23 134 24 35 20 29 37 39 217 44 29 24 51 20 43 37 28 40 23 58 35 22 52 20 44 39 391 44
leaf_count=1395 104 20 23 134 24 35 20 29 37 39 217 44 29 24 51 20 43 37 28 40 23 58 35 22 52 20 44 39 391 44
internal_value=0 0.00562171 0.00457127 0.00398826 0.00280296 0.00332696 0.00592784 0.00627145 0.00552314 0.00427895 0.00291222 0.00317053 0.00597471 0.00603519 0.00583148 0.00597432 0.00592587 0.00826258 0.00347542 0.00227241 0.00269779 0.00201958 0.00420754 0.00645058 0.000715212 0.00582916 0.00578076 0.00570681 0.00489655 0.00451624
internal_weight=0 2787 701 522 324 300 198 179 156 119 280 64 2086 2057 90 2033 2013 80 245 334 294 249 93 45 156 1933 1913 1869 474 435
internal_count=3121 2787 701 522 324 300 198 179 156 119 280 64 2086 2057 90 2033 2013 80 245 334 294 249 93 45 156 1933 1913 1869 474 435
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=31
num_cat=0
split_feature=4 2 1 3 1375 49 15 2 48 2 0 34 1416 1444 11 4 1 12 1 43 0 151 12 12 403 42 42 3 128 43
split_gain=0.289619 0.109185 0.0710904 0.0630386 0.0873696 0.0811265 0.0627425 0.0591931 0.063263 0.0579594 0.0526443 0.066725 0.0494175 0.0463385 0.0459566 0.0959919 0.0545542 0.122202 0.122919 0.085544 0.0656148 0.0644551 0.0956744 0.0810489 0.0957105 0.0620716 0.060308 0.0844118 0.0737869 0.0601063
threshold=0.27044500000000005 0.17025000000000004 0.08592000000000001 -0.07359499999999998 -0.27302499999999996 0.14321000000000003 -0.15914499999999995 -0.0091949999999999983 -0.089099999999999999 0.25063000000000007 -0.070154999999999981 -0.085489999999999997 1.0000000180025095e-35 -0.083894999999999983 0.10334500000000001 -0.51253999999999988 0.078340000000000007 0.083815000000000014 0.084525000000000003 -1.0000000180025095e-35 -0.13027499999999997 -0.083694999999999978 0.093965000000000007 0.095110000000000014 -0.072624999999999981 0.096450000000000022 0.088060000000000013 -0.078244999999999995 0.09585500000000001 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 7 -1 10 -9 -4 -6 -12 13 -8 15 -15 20 19 -19 -18 -17 -20 25 -24 -25 26 28 -28 29 -23
right_child=2 -3 9 4 5 -7 12 8 -10 -11 11 -13 -14 14 -16 16 17 18 21 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0093915666503016845 0.0076004633227553728 -0.00063001012260263623 0.0020930239745109379 -0.0016519267881370111 0.0062998566887385787 0.00047510464986165365 0.00076676981565965846 0.0096221537096425891 0.0049255651292350773 -0.0030027246129369209 0.0048075788369169462 -0.0026492398379681014 0.0098048059567809112 0.011469070689278082 0.00061685404740273962 0.010499227478534781 0.0038121747225522994 -0.002744945424201433 0.00069041524788942838 -0.0054368225717917086 0.0056025457363347358 0.011832812790359771 -0.0017389677232131362 0.0096645576718809283 0.0032066497146099045 0.010892424419251902 0.0023522101244399917 0.0092373505782840475 0.0023542018588632346 0.0070051297765196668
leaf_weight=40 22 33 319 23 21 45 22 30 652 24 20 30 25 26 20 28 20 20 29 20 1207 35 24 29 110 31 69 24 25 98
leaf_count=40 22 33 319 23 21 45 22 30 652 24 20 30 25 26 20 28 20 20 29 20 1207 35 24 29 110 31 69 24 25 98
internal_value=0 0.00508752 0.00208992 0.00515681 0.00442447 0.0045996 0.00547293 0.00484609 0.00513216 0.00173647 0.00209819 0.000333488 0.00538874 0.00532865 0.00538394 0.00543706 0.0053484 0.00450387 0.00493434 -0.000812324 0.00571356 0.00525836 0.00555604 0.00362741 0.00455398 0.00667082 0.00614942 0.00412902 0.00733865 0.00827557
internal_weight=0 2756 365 2723 821 798 1902 753 682 343 71 50 1862 1837 1815 1795 1769 534 494 40 1235 474 445 163 139 282 251 93 158 133
internal_count=3121 2756 365 2723 821 798 1902 753 682 343 71 50 1862 1837 1815 1795 1769 534 494 40 1235 474 445 163 139 282 251 93 158 133
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 14 4 2 1 4 48 0 15 11 47 2 2 43 3 4 52 4 3 3 4 52
split_gain=50.7403 8.20396 4.84298 4.26863 3.07177 2.37448 1.53867 1.43611 1.19134 1.17607 1.11974 0.945055 0.83904 0.835284 0.740051 0.671988 0.472719 0.4221 0.413927 0.385252 0.347016 0.324389 0.285185 0.315403 0.368922 0.272762 0.262564 0.262172 0.252327 0.243614
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14753000000000002 0.086920000000000011 0.40945500000000007 -0.015314999999999997 -0.095504999999999993 -0.095869999999999983 1.0000000180025095e-35 1.0000000180025095e-35 0.10882500000000002 -1.0000000180025095e-35 -0.14792499999999997 -0.11171999999999999 -0.0073899999999999999 0.039215000000000007 -0.036839999999999991 1.0000000180025095e-35 0.31299000000000005 0.063160000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 18 9 14 11 -5 12 -6 13 -1 29 -7 16 -14 22 26 -20 -17 -19 -16 -24 -25 -2 -3 -28 -8 -4
right_child=1 2 7 8 10 6 28 -9 -10 -11 -12 -13 15 -15 17 20 -18 21 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014844849365515536 0.0014964330044447208 0.00063841981226438833 0.0006578876202622745 0.0012986379322158699 0.001301909992211565 0.0010528993059643636 0.00080663841509935911 0.00090706978109262389 0.00084320532892524281 0.0017310715622723969 0.00085009549519205407 0.00031331956195767825 0.001381765562696617 0.00047722366072383581 0.0011856919533204983 0.0011860637882955712 0.001037725717723026 0.0012866059252444435 0.0011272856563914056 0.00075881055562324767 0.0014300189404871911 0.0015755643085729803 0.0014038805154103304 0.0012493027523301358 0.0013927930290943305 0.001242132762483522 0.00085297867944060122 0.00061720150475408516 0.0011143747303220962 0.00094998891627977766
leaf_weight=1085 50 89 23 34 71 30 20 34 63 62 30 87 28 109 38 24 34 20 20 24 340 59 311 155 124 24 66 25 21 21
leaf_count=1085 50 89 23 34 71 30 20 34 63 62 30 87 28 109 38 24 34 20 20 24 340 59 311 155 124 24 66 25 21 21
internal_value=0 0.000798027 0.000721936 0.00140594 0.00088382 0.00142257 0.00133396 0.000529919 0.00100284 0.00146639 0.00116771 0.000476489 0.00145553 0.000569272 0.00135453 0.00138179 0.0011931 0.00136733 0.000755818 0.000926299 0.00141393 0.00150241 0.00135034 0.00136094 0.00131308 0.00141396 0.000714144 0.000788205 0.000964259 0.0007973
internal_weight=0 673 599 2448 325 2351 778 274 97 1573 101 240 1511 153 737 426 62 707 224 44 364 79 628 590 279 74 180 91 41 44
internal_count=3121 673 599 2448 325 2351 778 274 97 1573 101 240 1511 153 737 426 62 707 224 44 364 79 628 590 279 74 180 91 41 44
is_linear=0
shrinkage=0.00196078


Tree=5439
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 11 43 0 16 49 2 0 2 9 12 43 402 1213 13 157 4 150 14 16 4 12 13 43 43 43
split_gain=0.346039 0.115943 0.0829021 0.0732607 0.0736768 0.0600976 0.114976 0.085883 0.126007 0.104177 0.0757278 0.109233 0.0718586 0.0639903 0.0633866 0.0631898 0.0612608 0.077019 0.0614626 0.057578 0.0855305 0.0518285 0.0635978 0.0817269 0.0749556 0.105468 0.0680002 0.0490569 0.106179 0.0797941
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 1.0000000180025095e-35 -0.23714499999999997 -0.10836499999999999 -0.0092699999999999987 -0.052259999999999994 -0.0091949999999999983 -0.07384499999999998 0.11144000000000001 -0.08477999999999998 0.087695000000000009 -0.11720999999999999 0.11522000000000002 0.11395000000000001 0.0036400000000000004 -0.077849999999999989 -0.040589999999999994 0.12068000000000002 -0.45687499999999998 -0.23935499999999996 0.50996500000000011 0.10016000000000001 -0.15714499999999998 -0.072269999999999987 -0.070064999999999975 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 21 -5 7 -7 8 12 -10 11 -9 -1 -13 15 -12 17 18 -17 20 -16 22 -2 24 25 26 -24 29 -29 -21
right_child=3 -3 -4 4 -6 6 -8 10 9 -11 14 13 -14 -15 19 16 -18 -19 -20 27 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0045769182359327787 0.0042473917562836925 -0.00018159093178286585 0.0022250853997320521 0.006767518715696497 0.00095044806260954256 0.0018079616346171703 0.0086580588902299641 0.0082798942063863467 0.0057549311500042681 -0.0031615218896676152 0.0099606341345601576 0.0036436352973145529 0.01088671473786235 -0.0031884388111603373 -0.0023786005253593132 0.0067195974000838904 0.011818374986926627 0.00051210861737755213 0.0026450913106927125 0.0062489834638069118 0.0048112718513062327 0.0060154044049947212 0.0057465125806629661 -0.0047952920055481458 0.0052472429749156752 -0.0064555679647518059 -0.00011409344305901464 -0.0017132921632201899 0.0055027859516627795 0.011363193051974205
leaf_weight=185 52 33 64 64 33 29 158 26 20 38 56 29 20 26 21 730 21 22 39 404 78 24 26 27 35 21 83 21 703 33
leaf_count=185 52 33 64 64 33 29 158 26 20 38 56 29 20 26 21 730 21 22 39 404 78 24 26 27 35 21 83 21 703 33
internal_value=0 0.00571023 0.00578163 0.00243363 0.00478852 0.00586723 0.00759574 0.00573647 0.00402823 -8.68829e-05 0.00593985 0.00293881 0.00519251 0.000413928 0.00605409 0.00671165 0.00648758 0.00634606 0.00651296 0.0056011 0.00328615 0.0015813 0.00114515 0.000304965 0.00113955 3.36357e-05 0.00128385 0.0057985 0.00529348 0.00663518
internal_weight=0 2756 2723 365 97 2659 187 2472 263 58 2209 81 205 55 2128 868 812 791 769 1260 99 268 244 192 165 130 109 1161 724 437
internal_count=3121 2756 2723 365 97 2659 187 2472 263 58 2209 81 205 55 2128 868 812 791 769 1260 99 268 244 192 165 130 109 1161 724 437
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=31
num_cat=0
split_feature=4 2 1 15 121 1186 403 3 1209 457 0 14 16 16 16 3 475 156 52 2 52 151 1419 15 133 42 148 3 130 0
split_gain=0.280292 0.0965384 0.0630742 0.0542266 0.0752853 0.0721003 0.0888683 0.077328 0.0906836 0.072171 0.0652287 0.12942 0.0532303 0.0598592 0.0708449 0.1613 0.0598518 0.0649737 0.0928198 0.0873216 0.0635898 0.0554213 0.0539911 0.05265 0.0522047 0.0759611 0.0516062 0.0513997 0.0522238 0.0824631
threshold=0.27044500000000005 0.14285500000000004 0.08592000000000001 0.013270000000000002 -0.081149999999999986 0.021560000000000003 0.085515000000000022 -0.076514999999999986 0.086895000000000014 0.29113500000000009 -0.14226499999999997 0.077685000000000018 -0.070454999999999976 -0.040964999999999994 -0.014754999999999999 -0.082879999999999995 -0.084169999999999981 0.087575000000000014 -0.16675999999999999 0.091185000000000002 -0.45478499999999994 -0.04886999999999999 0.086325000000000013 -0.079929999999999987 0.111585 0.11159000000000001 -1.0000000180025095e-35 -0.091354999999999978 0.085870000000000016 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 -7 8 12 24 11 -5 21 -14 15 -15 17 18 19 -16 22 -6 -18 -3 -9 -26 -12 28 29 -22
right_child=2 23 -4 10 5 6 -8 9 -10 -11 26 -13 13 14 16 -17 20 -19 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010947206328855827 0.0073808332831090829 0.0055850217289170603 0.0018573400639330169 0.014484671692945995 0.011479203507304192 -0.0039208705980508102 0.0047527921472296673 0.0045720704668942118 -0.0011528113641543316 -0.0010390653412927079 0.0005268558021634817 0.0057821021613630435 0.0014654588676648928 0.015659655326245619 0.0016115611549466849 0.0035377710268063392 0.0053706831532508662 0.0041522893170123079 0.012172134779248153 0.010476631330093369 -0.0041409584866077811 0.0064510755893709588 0.010465508711058648 0.00029428124074794114 -0.0024504232047884555 0.0050507398218744334 0.0056543158311558039 0.0045743270219748685 0.0049303291458636525 0.0038294322714209558
leaf_weight=20 22 27 343 25 25 21 27 503 20 27 20 54 40 21 25 23 104 51 40 20 27 178 26 62 27 27 1058 203 30 25
leaf_count=20 22 27 343 25 25 21 27 503 20 27 20 54 40 21 25 23 104 51 40 20 27 178 26 62 27 27 1058 203 30 25
internal_value=0 0.0051392 0.00219026 0.00524732 0.00485261 0.00477081 0.000958065 0.00489772 0.00550188 0.00401011 0.00576245 0.00853608 0.0056607 0.00521007 0.00546181 0.00932322 0.00515346 0.00697407 0.00866714 0.00555159 0.00455683 0.0070703 0.00638965 0.00189934 0.00425487 0.00130016 0.00555919 0.0037208 0.0016078 -0.00030904
internal_weight=0 2756 365 2667 1510 1490 48 1442 858 584 1157 79 838 635 595 44 551 136 85 45 415 203 130 89 557 54 1078 285 82 52
internal_count=3121 2756 365 2667 1510 1490 48 1442 858 584 1157 79 838 635 595 44 551 136 85 45 415 203 130 89 557 54 1078 285 82 52
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 124 48 49 40 14 50 4 457 156 475 15 1 15 1 2 1 16 1 51
split_gain=27.9793 4.61825 2.25822 2.21733 1.51467 1.31214 0.900257 0.837164 1.03772 0.673282 0.563383 0.517878 0.407306 0.395226 0.340572 0.337994 0.303767 0.301923 0.278938 0.278339 0.263366 0.359327 0.299694 0.282649 0.650056 0.254708 0.24053 0.226326 0.219405 0.197331
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.13501500000000002 0.086920000000000011 -0.080389999999999989 -0.015314999999999997 -0.054984999999999992 -0.077714999999999992 0.062655000000000016 0.041865000000000006 0.0067750000000000006 0.048635000000000005 1.0000000180025095e-35 -0.08230999999999998 1.0000000180025095e-35 0.082005000000000008 -0.21699999999999997 0.093100000000000002 0.31358000000000003 0.12408500000000001 -0.45661999999999997 0.13075500000000004 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 14 -8 -9 12 15 18 -7 -2 -3 29 25 -12 -4 20 -14 23 -23 -22 27 -6 -10 -25 -5 -1
right_child=1 4 11 28 16 9 7 8 26 -11 17 -13 19 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011541320413639606 0.00077665398438847783 0.00054881969611307341 0.00059202522639150595 0.000674787341720528 0.00033355646855633418 0.00082637770704048518 0.00095820616078532599 0.00095898561513557484 0.00059520451781002793 0.00081036663545733863 0.0010924654630447925 0.0010208015452746917 0.001228904183588776 0.0010570534927071137 0.0003150403355704803 0.0013065840141870972 0.00050842565334041016 0.00093184340600553086 0.00084265659856012085 0.0011527671978698501 0.0012110448457340506 0.0010734109010157825 0.0013201275835184156 0.0011576210060646613 0.00064765647206765041 9.5110546633543364e-05 0.00043087341905653298 0.00098587054029340422 0.00045296196381445803 0.001012081205994715
leaf_weight=1046 23 46 38 60 61 30 30 28 134 48 382 28 28 121 50 55 26 51 31 105 22 192 21 33 21 24 46 278 24 39
leaf_count=1046 23 46 38 60 61 30 30 28 134 48 382 28 28 121 50 55 26 51 31 105 22 192 21 33 21 24 46 278 24 39
internal_value=0 0.000637662 0.00108908 0.000864583 0.000521397 0.00110118 0.000587345 0.000651997 0.000607833 0.00103531 0.00113376 0.000795894 0.0010501 0.00101227 0.00042706 0.00115663 0.000322961 0.00107355 0.000704628 0.00105969 0.00104327 0.0010341 0.00109774 0.000995812 0.000981549 0.000266231 0.000553209 0.00100409 0.000611409 0.00114903
internal_weight=0 673 2448 228 445 2351 334 238 208 778 1573 97 730 144 96 1140 111 433 69 700 595 567 213 354 332 85 180 311 84 1085
internal_count=3121 673 2448 228 445 2351 334 238 208 778 1573 97 730 144 96 1140 111 433 69 700 595 567 213 354 332 85 180 311 84 1085
is_linear=0
shrinkage=0.00196078


Tree=5442
num_leaves=31
num_cat=0
split_feature=1 2 48 11 124 40 123 48 40 11 13 3 132 130 4 34 2 3 1420 401 401 42 43 475 475 16 49 4 1 0
split_gain=0.313783 0.0968175 0.0635445 0.0634366 0.065641 0.0626873 0.0597895 0.0793054 0.0619063 0.0590921 0.0482208 0.0459632 0.0906964 0.0603625 0.0675443 0.0560623 0.0646959 0.0493068 0.044695 0.0416594 0.0553741 0.0665246 0.0595697 0.0444517 0.103361 0.0647038 0.0701597 0.0586878 0.0613281 0.0584411
threshold=0.11910500000000002 0.10045500000000002 0.13400000000000004 0.080455000000000013 -0.083859999999999976 -0.078554999999999986 0.084995000000000015 0.085700000000000012 0.0046150000000000002 0.085155000000000022 -0.23438999999999996 0.30112000000000005 0.10613500000000002 -0.0060099999999999989 -0.031404999999999995 -0.038779999999999995 0.13501500000000002 0.42240500000000009 -0.085924999999999987 0.086810000000000012 0.094270000000000007 0.086135000000000003 -0.0057949999999999989 -0.10344499999999998 -0.088274999999999978 0.25084500000000004 0.082865000000000008 -0.17966999999999997 1.0000000180025095e-35 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 8 -8 10 -5 -3 13 17 -2 -15 -16 -17 -13 -7 23 -21 -22 -23 -20 -25 27 -27 28 -26 -29
right_child=11 2 -4 9 5 18 7 -9 -10 -11 -12 12 -14 14 15 16 -18 -19 19 20 21 22 -24 24 25 26 -28 29 -30 -31
leaf_value=0.00280936486646533 -0.0011325956295965421 0.0017034983528085438 -0.00097333442951951703 0.012337019790097006 0.010213696942082608 0.010232254570126482 -0.0016780465876570707 0.0057066669573452187 -0.00055840992368757733 0.0063774057554660318 0.0053438752440158558 0.00022857073949126064 0.0054666577157779384 0.0080772787348592067 -0.0012358238230392869 0.0051427869210658858 0.0010045051211879279 -0.0056463554606307302 0.0088005432234395577 0.010596213424326602 0.0038632801246421878 0.011198330501469577 0.0056548279699026836 -0.00078817307590865185 0.0059780332738300791 0.0047897475244587729 -0.0011708421033940146 0.0056891114977260975 0.013407383812591434 0.00037668630081628051
leaf_weight=75 31 39 21 28 32 22 33 26 20 41 543 50 26 29 28 102 60 20 41 37 64 36 42 26 25 67 28 1488 20 21
leaf_count=75 31 39 21 28 32 22 33 26 20 41 543 50 26 29 28 102 60 20 41 37 64 36 42 26 25 67 28 1488 20 21
internal_value=0 0.00547691 0.00444216 0.00581408 0.00571244 0.00582415 0.00461421 0.00157623 0.00491195 0.0087958 0.00509993 0.00228323 0.000423276 0.00299745 0.00358207 0.00289596 0.00361009 -0.00144998 0.00575088 0.00569885 0.00715057 0.00625276 0.00821337 0.00554742 0.00546779 0.00556643 0.00303294 0.0057213 0.00927997 0.00561518
internal_weight=0 2775 682 2093 2024 1949 661 59 602 69 582 346 96 250 219 190 162 70 1917 1895 179 142 78 1716 1675 1649 95 1554 45 1509
internal_count=3121 2775 682 2093 2024 1949 661 59 602 69 582 346 96 250 219 190 162 70 1917 1895 179 142 78 1716 1675 1649 95 1554 45 1509
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=31
num_cat=0
split_feature=1 2 457 14 456 11 1 3 2 49 12 12 52 13 4 4 13 133 16 403 0 43 133 49 43 133 2 42 42 16
split_gain=0.254164 0.0806393 0.0725177 0.0650527 0.0664129 0.0498861 0.0559196 0.105167 0.119217 0.0705183 0.0719246 0.0847275 0.068188 0.108889 0.0899531 0.142489 0.0582717 0.0504376 0.148352 0.101667 0.108583 0.0518454 0.0813389 0.0497216 0.14279 0.0832774 0.0755178 0.0894065 0.0885095 0.104858
threshold=0.11910500000000002 0.092120000000000021 0.10487 0.062655000000000016 0.092050000000000007 0.080705000000000013 0.076935000000000017 -0.092644999999999991 0.084145000000000011 0.11560500000000001 0.093535000000000021 0.10016000000000001 0.088555000000000009 -0.013024999999999998 -0.082769999999999982 -0.081839999999999982 -0.088464999999999988 0.076280000000000014 -0.082404999999999992 -0.072624999999999981 -0.070154999999999981 0.062770000000000006 -0.42671999999999993 0.085970000000000005 -0.082144999999999982 0.085265000000000021 0.084885000000000002 0.088465000000000002 0.086035000000000014 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 9 8 -8 10 12 -12 23 14 -14 -16 -17 21 -19 20 -20 -9 -23 26 -25 -26 27 28 29 -1
right_child=-2 2 -4 -5 -6 -7 7 17 -10 -11 11 -13 13 -15 15 16 -18 18 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.014046390862627465 0.002054904605887125 0.0043575655065472415 -0.00078160450128572341 0.0090453175859975411 -0.0014637426391709597 0.0084954826797985911 0.0033914088261435219 0.0058589147049082791 -0.0052137077697330999 0.00050321685522794729 0.013845289192007235 0.0060849421096089134 0.010465287744742015 0.00023793924505029012 -0.0034683461138047284 0.0028536386747399101 0.0073860009444713902 -0.0039900105730023075 0.012800999758765103 0.001910456439310854 0.0034808034263551241 0.0063535244708570349 -0.0020645201163874429 0.013849530969896624 0.0089762409741524617 0.0015085672377608717 0.0049987060586549519 0.013741230848245323 0.0016335418608424994 0.006577049874675338
leaf_weight=22 346 975 28 29 20 49 69 432 21 25 24 34 29 54 20 46 74 23 25 55 25 24 22 31 32 28 381 20 29 129
leaf_count=22 346 975 28 29 20 49 69 432 21 25 24 34 29 54 20 46 74 23 25 55 25 24 22 31 32 28 381 20 29 129
internal_value=0 0.00492922 0.00423934 0.00437663 0.00424055 0.00535044 0.00525838 0.00457326 0.00138355 0.00574595 0.00588348 0.00929612 0.00566233 0.00414711 0.0053962 0.00434618 0.0056486 0.00504697 0.00328398 0.00487734 0.0081409 0.00551907 0.0023275 0.00616515 0.00833863 0.00549133 0.00582472 0.00739829 0.00669352 0.0076653
internal_weight=0 2775 1052 1024 995 1723 1674 696 90 978 953 58 895 223 169 140 120 606 128 105 50 478 46 672 91 60 581 200 180 151
internal_count=3121 2775 1052 1024 995 1723 1674 696 90 978 953 58 895 223 169 140 120 606 128 105 50 478 46 672 91 60 581 200 180 151
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=31
num_cat=0
split_feature=4 2 52 159 123 3 10 4 43 15 48 0 455 15 151 3 3 3 4 0 2 52 13 11 151 474 42 50 3 51
split_gain=0.217063 0.0863799 0.0563874 0.0556782 0.0554445 0.0464915 0.0504695 0.0523426 0.0571399 0.0460997 0.0784367 0.0745981 0.0611235 0.0767803 0.0905933 0.0670967 0.10376 0.0565788 0.0760131 0.0756544 0.0668455 0.0610127 0.0736947 0.0563609 0.0513519 0.0718488 0.0684224 0.050617 0.050046 0.055156
threshold=0.27044500000000005 0.17025000000000004 0.039215000000000007 0.10600500000000002 0.11021500000000002 -0.13309499999999996 -0.062879999999999978 0.41257000000000005 0.0061450000000000003 -0.11713499999999999 0.093015000000000014 0.041630000000000007 0.092985000000000012 -0.094329999999999983 -0.0064299999999999991 0.10732000000000001 0.13524500000000003 -0.14186499999999996 -0.50940999999999981 0.089620000000000019 0.095195000000000016 0.089325000000000015 0.043850000000000007 1.0000000180025095e-35 -0.091874999999999984 0.083855000000000013 0.083715000000000026 0.077805000000000013 -0.24210499999999999 -0.047599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 9 -2 -7 -8 -9 23 12 -12 13 14 -11 17 -17 18 -15 24 -21 22 -20 -1 25 26 -19 -16 -24 -30
right_child=2 -3 3 -5 -6 6 7 8 -10 10 11 -13 -14 15 27 16 -18 19 21 20 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0054708154483780486 0.0033469164183032637 -0.00063249188983304937 0.0056442656387844185 0.00058739691634069789 5.6046682099501296e-06 -0.004429719272011425 -0.0034788081432149433 0.0023412505928497537 -0.0030598818607952285 -0.0023737379171507203 0.0031616575759161186 -0.0033073231950402262 0.0099740079892355771 0.01201936011625962 0.0025787198537891324 -0.0040461704473603857 0.0043973816374620039 0.0063249198778066789 0.010906131781878011 0.0044042893564673492 -0.0026997496634766534 0.0015136026897900074 0.0095856696810750746 0.011082926061935724 0.004641821292030726 0.0037520979640469181 0.014244547728449106 0.0078412954695522789 0.0016176919410255078 0.007157451639432111
leaf_weight=170 69 33 64 33 27 20 24 132 23 32 164 20 21 22 89 22 43 24 31 27 26 28 21 20 1787 33 20 23 41 32
leaf_count=170 69 33 64 33 27 20 24 132 23 32 164 20 21 22 89 22 43 24 31 27 26 28 21 20 1787 33 20 23 41 32
internal_value=0 0.00445301 0.00185791 0.00392389 0.00451464 0.00111015 0.000334583 0.000866907 0.00153979 0.0045598 0.00444593 0.00245851 0.00460342 0.00455441 0.00231872 0.00470366 0.00153956 0.00480197 0.0065232 0.00464484 0.000919289 0.0057329 0.00667802 0.00606156 0.00475077 0.00727933 0.00992475 0.00365943 0.00528365 0.00404608
internal_weight=0 2756 365 97 2723 268 199 179 155 2696 2506 184 2322 2301 144 2157 65 2092 175 1917 53 153 125 190 1864 77 44 112 94 73
internal_count=3121 2756 365 97 2723 268 199 179 155 2696 2506 184 2322 2301 144 2157 65 2092 175 1917 53 153 125 190 1864 77 44 112 94 73
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=31
num_cat=0
split_feature=4 2 41 3 44 48 2 16 2 15 30 150 15 15 39 12 51 52 16 1211 16 4 16 133 16 1210 1212 2 1212 52
split_gain=0.175821 0.0699677 0.0516907 0.050178 0.0487294 0.0567727 0.0479588 0.0708331 0.0967696 0.0533357 0.0524083 0.0568683 0.0642803 0.0725164 0.0512514 0.0547961 0.0452232 0.0381979 0.0424808 0.0805083 0.104743 0.070821 0.119358 0.134152 0.102934 0.0892429 0.0574686 0.0625209 0.0522982 0.0497619
threshold=0.27044500000000005 0.17025000000000004 0.093020000000000019 0.20828500000000003 0.081805000000000017 0.14093000000000003 0.11682500000000001 -0.11118499999999999 0.14019000000000004 -0.12563999999999997 0.086430000000000021 0.090480000000000019 -0.41942499999999994 -0.46743999999999997 0.095830000000000012 -1.0000000180025095e-35 0.078435000000000019 -0.56176499999999996 -0.08231999999999999 0.087635000000000005 -0.088704999999999992 -0.081114999999999979 -0.086989999999999984 -0.029034999999999995 -0.083134999999999987 -0.08453999999999999 0.055770000000000007 0.08647500000000001 -0.009474999999999999 0.5140450000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 17 10 9 -9 14 11 12 13 -2 15 -8 -6 -1 19 21 -21 24 26 -24 25 -19 27 -23 -27 -20
right_child=2 -3 -4 -5 16 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 29 20 -22 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0064273005829142806 0.0050961739345974123 -0.00056924277380334613 0.0066147034388268373 0.0012962195216800866 0.010950504401698709 -0.00048625711437866645 0.0072797888054929932 0.0012060284297066657 -0.0084049557661637665 -0.0021825985546456649 -0.00072883332169639253 -7.0029270650325898e-05 0.0073150515449621409 -0.0024924085522070529 -0.0011756559109522237 0.0015999891474366007 0.0043803013924678625 -0.0012175690417643636 0.0038690291216743646 0.0053579282294958829 0.014055515313521028 0.0060695238346834823 0.0048753922968171534 -0.0061126283891499052 0.012644513003178873 0.010639849298167975 -5.7678472561140852e-05 0.0035446045918018235 0.0052481160147633283 0.00056974818939937554
leaf_weight=70 34 33 20 64 20 27 29 22 20 32 38 34 48 20 27 41 22 20 1672 45 20 155 20 25 20 20 30 267 179 47
leaf_count=70 34 33 20 64 20 27 29 22 20 32 38 34 48 20 27 41 22 20 1672 45 20 155 20 25 20 20 30 267 179 47
internal_value=0 0.00400771 0.00167212 0.00406317 0.00412977 0.00407554 0.00138559 0.000196264 -0.00337063 0.00135758 0.00255441 0.00347179 0.00465239 0.00228559 0.00252547 0.00395305 0.00750897 0.0041231 0.00405909 0.00466057 0.00803411 0.00436263 0.00368239 -0.00122906 0.00577719 0.00515004 0.00417136 0.004472 0.00579 0.00377882
internal_weight=0 2756 365 2723 2659 2617 345 171 42 129 174 136 102 54 97 70 42 2590 2520 801 65 736 497 45 239 219 452 422 199 1719
internal_count=3121 2756 365 2723 2659 2617 345 171 42 129 174 136 102 54 97 70 42 2590 2520 801 65 736 497 45 239 219 452 422 199 1719
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=31
num_cat=0
split_feature=4 2 2 48 41 42 42 13 401 147 51 133 3 106 14 13 43 52 1416 51 13 13 1455 52 160 158 51 15 157 16
split_gain=0.142415 0.0566739 0.0464264 0.0454109 0.0449126 0.0432007 0.0877335 0.0655052 0.0489092 0.0588562 0.0531257 0.0461649 0.043444 0.0423248 0.0512774 0.0510448 0.0889319 0.0800507 0.0407482 0.0487722 0.106469 0.0411393 0.0389565 0.0410456 0.103807 0.066462 0.0449661 0.0774524 0.068405 0.0637435
threshold=0.27044500000000005 0.17025000000000004 0.25063000000000007 0.12118000000000002 0.092100000000000015 0.09112000000000002 0.09858500000000002 1.0000000180025095e-35 0.085900000000000018 0.08789000000000001 -0.065634999999999985 0.083950000000000011 -0.0025099999999999996 0.085655000000000009 -0.24175999999999997 -0.16152999999999998 0.08845500000000002 0.0060650000000000009 1.0000000180025095e-35 0.22234000000000001 -0.061684999999999997 -0.15078499999999997 0.11922500000000001 0.51307000000000014 -0.26568499999999995 -0.4686749999999999 -0.13782999999999998 -0.076244999999999993 -0.037734999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 7 -7 8 9 10 -2 -12 -8 14 -1 16 17 -16 19 21 -21 -17 23 25 -25 -23 27 -27 -29 -28
right_child=2 -3 -4 -5 -6 6 12 -9 -10 -11 11 -13 -14 -15 15 18 -18 -19 -20 20 -22 22 -24 24 -26 26 29 28 -30 -31
leaf_value=0.0085079000712457026 0.00067951132070794267 -0.00051231854313024976 -0.0027462544419298261 -0.0022126119404744645 0.0067215483053587382 -0.0055674499662762347 0.0045188797316674531 -0.00059564912970437535 -0.0011894990853033962 0.00066846206356881589 0.0074344039549436684 0.0020035452247248032 -0.0014534131396517513 4.1464184687356467e-05 0.0016919967731295262 0.0080625301819633368 0.0065468399929231973 -0.0057524467795155949 0.00734877537864621 0.0052531844925224076 -0.0049416121188551191 0.0093623518522474025 0.0080078299445587968 0.0043236490332573237 -0.0026679669443650973 0.0093755237605156645 0.0038200268772895355 0.0096467152858773879 0.0035990613054862649 0.0023738227038689005
leaf_weight=22 21 33 24 26 20 22 29 52 20 38 72 20 21 32 52 22 25 20 31 21 20 21 21 54 35 35 1751 21 171 369
leaf_count=22 21 33 24 26 20 22 29 52 20 38 72 20 21 32 52 22 25 20 31 21 20 21 21 54 35 35 1751 21 171 369
internal_value=0 0.00360694 0.00150491 0.00180411 0.00213565 0.00182474 -0.000304973 0.00251236 0.00345748 0.00407298 0.00521786 0.00625378 0.00201052 0.00365686 0.00369985 0.00366022 0.00140831 -0.000375904 0.00374515 0.00370118 0.000280113 0.00375729 0.00371907 0.00368241 0.00157414 0.00376165 0.00371153 0.00504918 0.00426052 0.00356831
internal_weight=0 2756 365 341 315 295 72 223 171 151 113 92 50 2723 2691 2669 97 72 2572 2541 41 2500 2478 2457 89 2368 2347 227 192 2120
internal_count=3121 2756 365 341 315 295 72 223 171 151 113 92 50 2723 2691 2669 97 72 2572 2541 41 2500 2478 2457 89 2368 2347 227 192 2120
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 2 1 14 1 3 1 48 2 4 1 2 47 14 3 3 2 52 51 52 52 1 0 47
split_gain=29.3523 4.90567 2.30887 2.22267 1.65119 1.44102 1.01986 0.910205 0.666073 0.623965 0.507156 0.549203 0.430041 0.346625 0.300644 0.310373 0.283909 0.272489 0.267247 0.255726 0.237458 0.443306 0.227485 0.211288 0.211061 0.208766 0.20098 0.298214 0.221475 0.209273
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.12337000000000002 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.062655000000000016 0.080270000000000022 -0.12018999999999998 0.122715 -0.015314999999999997 0.14960000000000004 0.27834500000000006 0.13075500000000004 0.087675000000000017 0.10648500000000001 0.062655000000000016 0.0068900000000000012 0.11658 0.11411 -0.56176499999999996 0.11144500000000002 -0.088204999999999992 0.0031350000000000002 0.093100000000000002 0.062580000000000011 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 18 9 14 13 -4 10 24 -12 25 -7 15 -6 22 -13 20 23 -3 -22 -5 -15 -1 -2 27 28 -25 -28
right_child=1 4 8 16 6 7 -8 -9 -10 -11 11 17 -14 19 -16 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.00090473395639994829 0.0008786794810401959 0.00028387092151433341 0.00074090758668259775 0.00058328388275415925 0.00029887368033428355 0.00057268399649705636 0.00045434878264809502 0.00051605662321854457 0.00040421191925035593 0.0010739964969658836 0.00055696186899789287 0.00085140546466098814 0.00053454504887988385 0.00095194243442486316 -1.3223765865532016e-05 8.7798317158336813e-05 0.00017211294776358295 0.00066701607890449241 0.00056049681819077973 0.0010113089433381477 0.00060752079429506674 0.00032773826628816133 0.00033392330389067182 0.00079008659668808095 0.00073769529076183542 0.00071637003836381389 0.00080908938585366958 0.00057690902809549914 0.00058513551870769363 0.0010031157289929402
leaf_weight=951 63 92 37 22 37 26 35 48 58 62 28 465 29 32 69 97 24 33 28 22 33 64 39 258 30 59 302 33 22 23
leaf_count=951 63 92 37 22 37 26 35 48 58 62 28 465 29 32 69 97 24 33 28 22 33 64 39 258 30 59 302 33 22 23
internal_value=0 0.000377002 0.000834992 0.0006064 0.000258018 0.000847183 0.000145229 0.000777469 0.000535346 0.000881218 0.000873287 0.000824164 0.000749169 0.000794945 9.19326e-05 0.00014608 0.000352776 0.000839187 0.000381721 0.000803296 0.000355236 0.000422922 0.000423857 0.000796466 0.000899626 0.000800186 0.000788668 0.000753205 0.000773983 0.00082282
internal_weight=0 691 2430 236 455 2335 238 766 95 1569 1507 526 151 718 203 134 85 498 217 692 189 97 61 670 981 122 638 313 280 325
internal_count=3121 691 2430 236 455 2335 238 766 95 1569 1507 526 151 718 203 134 85 498 217 692 189 97 61 670 981 122 638 313 280 325
is_linear=0
shrinkage=0.00196078


Tree=5448
num_leaves=31
num_cat=0
split_feature=1 3 4 3 1 12 4 124 1 4 3 2 457 52 158 49 2 2 2 4 150 3 1 2 49 15 52 15 0 3
split_gain=22.2701 3.63313 1.65861 1.61405 1.24495 0.896136 0.831661 0.681532 0.637679 0.605769 0.478908 0.473718 0.395135 0.375329 0.333279 0.321951 0.302309 0.271507 0.320033 0.305686 0.26952 0.261774 0.258012 0.244464 0.242469 0.233463 0.29169 0.222413 0.266403 0.22207
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.065819999999999976 0.12337000000000002 0.051320000000000005 -0.064804999999999988 -0.080389999999999989 0.077845000000000011 0.042705000000000007 -0.14847999999999997 0.13501500000000002 0.094310000000000019 -0.53964499999999982 0.080695000000000003 -0.054984999999999992 0.090425000000000019 0.13754500000000003 -1.0000000180025095e-35 0.41555500000000006 0.091355000000000006 0.10732000000000001 0.083345000000000016 0.08622500000000001 -0.052259999999999994 0.040760000000000005 -0.14715499999999998 -0.084564999999999987 -0.10474999999999998 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 20 -1 -6 8 -5 10 23 12 21 -2 22 -15 -12 18 -8 -20 -3 29 -11 -7 -22 26 -25 28 -19 -9
right_child=1 4 -4 7 6 9 17 11 -10 14 16 -13 -14 15 -16 -17 -18 27 19 -21 24 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067214715108083187 0.0010301920335467269 0.00059106758473297723 0.00052483131520773591 0.00092518132301717016 0.00067366116060727855 0.0012290176686517705 0.00027311737393675788 0.00085968302605707021 0.00057602002414446941 0.00086707605887771134 0.00099482310352602384 0.00067419501751017012 0.00064729553034758192 0.00059174662525482977 0.00099773254186844213 0.00086384560576128306 0.00093267472466847311 0.00044319943908382867 0.00062142015038272073 0.00031255957223939813 0.00054940566556209945 0.00077385180886316589 0.00066307300957394583 0.0010750170081269507 0.00027769922659131365 0.0012038741707801818 0.00078500130962507397 4.382753123839696e-05 0.00020042708557513024 0.00097608423399209393
leaf_weight=38 41 156 84 30 26 41 60 92 61 116 1188 39 22 21 61 82 403 25 28 22 28 42 30 40 23 25 20 20 57 200
leaf_count=38 41 156 84 30 26 41 60 92 61 116 1188 39 22 21 61 82 403 25 28 22 28 42 30 40 23 25 20 20 57 200
internal_value=0 0.000542529 0.000743797 0.000945269 0.000439407 0.000970327 0.000342686 0.000844107 0.000691128 0.000976216 0.000988296 0.000879351 0.000901826 0.000871527 0.000876013 0.000808369 0.000979081 0.000302094 0.000369665 0.000485521 0.000550613 0.000918591 0.000825158 0.00110466 0.000426871 0.00104468 0.000978345 0.000229224 0.000274443 0.00093941
internal_weight=0 673 228 2448 445 1962 238 486 91 1924 1717 395 356 144 207 103 1591 212 110 50 207 334 146 126 51 85 60 102 82 292
internal_count=3121 673 228 2448 445 1962 238 486 91 1924 1717 395 356 144 207 103 1591 212 110 50 207 334 146 126 51 85 60 102 82 292
is_linear=0
shrinkage=0.00196078


Tree=5449
num_leaves=31
num_cat=0
split_feature=4 2 130 11 12 16 2 0 123 457 43 41 2 49 455 1424 13 48 96 42 2 43 48 42 13 3 393 403 483 484
split_gain=0.237904 0.0817826 0.0881747 0.0600081 0.0743719 0.0971044 0.0718062 0.0964916 0.0654531 0.0587604 0.0907589 0.0526923 0.048925 0.0482741 0.0455357 0.0408495 0.0408443 0.0480827 0.0471475 0.0438025 0.0581274 0.0629537 0.0729861 0.0553371 0.0557662 0.0408512 0.0397949 0.085809 0.0427124 0.0514008
threshold=0.27044500000000005 0.10060500000000001 -0.011264999999999999 1.0000000180025095e-35 0.09320500000000001 0.062650000000000025 -0.0091949999999999983 -0.07384499999999998 0.083855000000000013 0.045365000000000009 -0.016814999999999997 0.079300000000000009 0.25063000000000007 0.14321000000000003 0.08729000000000002 1.0000000180025095e-35 0.15641500000000003 0.12118000000000002 0.086715000000000014 0.09112000000000002 0.13622000000000004 0.0047850000000000011 -0.032929999999999994 0.09858500000000002 -0.07965499999999999 1.0000000180025095e-35 0.098330000000000015 -0.084674999999999986 -0.070084999999999981 -0.086964999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 11 7 -1 -9 13 -11 -5 16 -4 15 26 17 18 19 20 21 22 -2 -21 -25 -24 28 -28 29 -8
right_child=12 2 9 4 -6 -7 14 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0070197624329011894 0.00036290936857565412 -0.0014697612437885256 0.0044811848426025954 0.0096083753592064308 0.0027300207944655863 0.014831107924692333 0.0049033911548012612 -0.00494208465970587 0.0021255201907479206 0.0050476732878014449 -0.0033140247653203983 0.0036237112537492069 -0.0024357530889877431 0.00078605476423705884 0.0085715026313932068 0.0092653531492466034 -0.0021491057926323266 -0.0018967758297272351 -0.0014013708767909826 -0.003327157092280686 0.0010660757079313044 0.010082250660551448 0.0040694566139248779 0.0060835624579340221 -0.00018085255365197857 0.0084905459903618051 0.0040904827627478305 0.011000211641658098 0.00460319787441973 0.009000537279760466
leaf_weight=26 36 32 508 31 27 20 79 20 38 25 27 28 24 38 34 21 20 23 24 20 50 21 57 27 30 33 41 32 1679 50
leaf_count=26 36 32 508 31 27 20 79 20 38 25 27 28 24 38 34 21 20 23 24 20 50 21 57 27 30 33 41 32 1679 50
internal_value=0 0.00464513 0.00364443 0.00494167 0.00726091 0.00880944 0.00481996 0.00195764 -0.000311585 0.0039181 0.000706022 0.0067682 0.00192831 0.00422401 0.00494415 0.00487931 0.00223545 0.00250863 0.00284865 0.00322091 0.00401138 0.00501319 0.00416835 0.00119854 0.0027865 0.00569052 0.00483035 0.00711941 0.00473792 0.00649143
internal_weight=0 2756 630 2126 106 79 2020 84 58 598 52 59 365 546 1936 1902 341 321 298 274 197 147 126 77 57 90 1881 73 1808 129
internal_count=3121 2756 630 2126 106 79 2020 84 58 598 52 59 365 546 1936 1902 341 321 298 274 197 147 126 77 57 90 1881 73 1808 129
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 2 4 14 4 1 124 1 3 457 0 16 52 160 4 12 15 10 0 4 47 14 3
split_gain=12.2366 1.95464 1.16785 1.13057 0.712376 0.501538 0.471383 0.458548 0.287957 0.302477 0.270633 0.261579 0.416239 0.254439 0.224311 0.319414 0.200831 0.198379 0.192681 0.190762 0.178338 0.15451 0.153472 0.150498 0.237306 0.125583 0.12326 0.121877 0.144203 0.131488
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.091265000000000013 0.12958500000000003 0.40473500000000007 0.13501500000000002 0.14753000000000002 0.27834500000000006 0.062655000000000016 -0.013514999999999998 0.086920000000000011 -0.080389999999999989 0.080270000000000022 -0.12018999999999998 0.048635000000000005 -0.097274999999999986 -0.037154999999999994 0.31359500000000001 -1.0000000180025095e-35 -0.17966999999999997 0.090285000000000018 -0.41942499999999994 -0.38124499999999995 0.18019500000000002 0.04735000000000001 0.10648500000000001 -0.10708499999999999 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 10 8 -4 11 9 -3 14 17 22 16 19 -16 -5 -6 -7 -1 -11 -2 26 -10 -25 -19 -13 28 -23 -30
right_child=1 5 6 13 7 18 -8 -9 23 20 -12 12 -14 -15 15 -17 -18 25 -20 -21 -22 27 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00074439678211871423 0.00056327798732501617 0.00042537768710065974 0.00066723195180844164 0.00031749081515356056 0.00086469623946049568 0.00033613168954045749 0.00040461519087426278 0.0004685969435491179 0.00025194459275214694 0.00036632135004167866 0.00085309305658904451 0.00079127345981996379 0.00042973693724767076 0.00063967902202900046 0.00048460549204049406 0.00069987176598567476 0.00053279398740808243 0.00069591402971945992 0.00058727916377737091 0.00058793896440461344 0.00018798009207451335 0.00048013955105120454 0.00061666522074499224 0.00022050635911086028 -4.23224937335095e-05 0.00053650276589335179 0.00065795099970604703 0.00052172447506623895 0.00028425174185909901 0.00039611180097019386
leaf_weight=894 20 44 129 36 26 24 33 48 32 29 62 42 37 28 28 495 31 380 23 31 84 36 199 25 28 20 73 22 77 85
leaf_count=894 20 44 129 36 26 24 33 48 32 29 62 42 37 28 28 495 31 380 23 31 84 36 199 25 28 20 73 22 77 85
internal_value=0 0.000396679 0.000485101 0.000692389 0.000700919 0.000273684 0.000613736 0.000654585 0.000237686 0.000287454 0.000726234 0.000666075 0.00062644 0.000482708 0.000720803 0.000688347 0.000417109 0.000698731 0.000459034 0.000739153 0.000233749 0.000398273 0.000649619 0.000145763 8.16534e-05 0.000687943 0.000706643 0.000383272 0.000367888 0.000342944
internal_weight=0 691 402 2430 2335 289 162 825 242 157 1510 777 351 95 1448 523 67 426 47 925 113 240 314 85 53 400 115 220 198 162
internal_count=3121 691 402 2430 2335 289 162 825 242 157 1510 777 351 95 1448 523 67 426 47 925 113 240 314 85 53 400 115 220 198 162
is_linear=0
shrinkage=0.00196078


Tree=5451
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 4 124 2 14 34 4 1 3 4 0 1 457 47 131 43 31 15 10 12 4 3
split_gain=27.9519 4.58795 2.91325 2.17774 1.57498 1.35776 1.10159 0.815625 0.807586 0.6852 0.617943 0.559703 0.510383 0.451423 0.37017 0.411338 0.344036 0.318257 0.311075 0.304067 0.276533 0.255747 0.248679 0.235527 0.216833 0.186581 0.271693 0.184603 0.219747 0.17368
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089775000000000008 0.13082500000000002 0.40473500000000007 -0.080389999999999989 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 -0.013514999999999998 0.086920000000000011 0.30112000000000005 0.49041500000000005 0.18019500000000002 0.090540000000000023 0.048635000000000005 0.090100000000000013 0.091440000000000007 0.05259500000000001 -0.08076499999999999 -0.41942499999999994 -0.38124499999999995 0.090285000000000018 0.04735000000000001 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 21 6 7 12 11 -6 20 13 19 24 18 27 17 -15 23 -1 -5 29 -2 -9 -4 -13 -27 28 -16 -3
right_child=1 2 8 10 9 -7 -8 14 -10 -11 -12 25 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001104197476462567 0.0011236980081297128 0.00049478127190213375 0.00039993154369146817 0.00054538848956948831 0.0009708288366690553 0.00073060216026432396 0.00064591049031031869 0.00109052082374205 0.00067091114142847348 0.00061739386053256734 0.0010028759763688266 0.0003414949787981516 0.0012764443602225994 0.00070216067600718617 0.0011320425513293916 0.00077478731494574318 0.00030551777373019547 0.00044981452266432386 0.00081857832769552863 0.0010276923460417055 0.00079493724907748987 0.00073030789604657334 0.00086774918378568168 0.00098212320822186976 0.00012710709364482147 0.00030415367335081097 2.7383043296829936e-05 0.00095923533181405086 0.00098399812231297055 0.00061531913698455718
leaf_weight=1081 54 114 21 38 71 48 24 375 34 30 28 32 59 33 68 35 29 46 20 245 31 33 20 97 24 25 30 210 89 77
leaf_count=1081 54 114 21 38 71 48 24 375 34 30 28 32 59 33 68 35 29 46 20 245 31 33 20 97 24 25 30 210 89 77
internal_value=0 0.000593917 0.000537014 0.00104512 0.000662571 0.001057 0.0010638 0.0010682 0.000388088 0.000865848 0.000757199 0.000348021 0.001098 0.000419424 0.00102203 0.00097789 0.000488174 0.000555225 0.0010581 0.00109006 0.000657505 0.000570914 0.00105452 0.00106824 0.000254425 0.00022245 0.000153188 0.000997259 0.00104812 0.000543375
internal_weight=0 673 599 2448 325 2351 2303 2279 274 101 97 240 1385 153 894 402 108 79 492 1326 69 224 74 472 45 87 55 367 157 191
internal_count=3121 673 599 2448 325 2351 2303 2279 274 101 97 240 1385 153 894 402 108 79 492 1326 69 224 74 472 45 87 55 367 157 191
is_linear=0
shrinkage=0.00196078


Tree=5452
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 1 14 4 1 123 49 0 40 0 132 1 12 3 15 2 3 43 13 3
split_gain=24.0501 4.07037 1.89267 1.6959 1.19368 1.16042 0.928851 0.638344 0.682431 0.609852 0.478601 0.467687 0.370061 0.319286 0.553791 0.296788 0.292761 0.281091 0.237357 0.235552 0.23343 0.232361 0.195988 0.184051 0.174938 0.167851 0.160257 0.249379 0.150186 0.143936
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.092235000000000025 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.35136499999999998 0.13501500000000002 0.086920000000000011 0.077845000000000011 0.062655000000000016 -0.013514999999999998 0.093100000000000002 0.10695000000000002 -0.054984999999999992 -0.095504999999999993 -0.077714999999999992 0.18019500000000002 0.088890000000000011 0.15799000000000005 0.090285000000000018 -0.14186499999999996 -0.095869999999999983 0.11411 0.31299000000000005 -0.078139999999999973 0.049530000000000012 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 6 18 -8 -9 13 12 -4 -1 19 22 26 -2 24 -3 23 21 -7 -15 -6 -12 -5 27 -10 -19 -29
right_child=1 5 11 25 9 20 7 8 15 -11 17 -13 -14 14 -16 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00094851412629035254 0.00061393853693932684 0.00035867543954112364 0.00083496400079473385 0.00058129720206052569 0.0010013283773853219 0.00019432094170580787 0.00075248234193114676 0.00078532524079947023 0.00033899552947322696 0.00062705607296521554 0.00088285975085169663 0.00053321014937664246 0.0011133769643285483 0.00090283464083073357 0.00055658416320368944 0.00020440221467997818 0.00085007745829540691 0.00091553638962228138 0.00016459458351007425 0.00068635696581765713 0.0003543088877059913 -5.2479633801233241e-05 0.00079852204043563875 0.00088488227623861795 0.00068078280782655749 0.00040027871721179999 0.00032500967326133293 0.0005915332201053776 0.00078812270918313197 0.00044834495414174602
leaf_weight=1085 24 47 28 31 63 55 30 21 41 48 28 67 55 108 30 23 127 321 50 20 23 20 193 304 40 54 37 53 40 55
leaf_count=1085 24 47 28 31 63 55 30 21 41 48 28 67 55 108 30 23 127 321 50 20 23 20 193 304 40 54 37 53 40 55
internal_value=0 0.00047888 0.000893446 0.000687837 0.000904484 0.000370498 0.000422379 0.000483469 0.00044838 0.000841034 0.00093546 0.000622148 0.000956468 0.000855339 0.00081063 0.000414525 0.000812545 0.000879635 0.000258634 0.000893579 0.000181502 0.000128507 0.00083595 0.000904872 0.000763991 0.000466297 0.000440508 0.000469188 0.000901419 0.000518613
internal_weight=0 691 2430 236 2335 455 357 260 230 766 1569 95 1140 718 331 209 151 429 97 387 98 75 301 367 68 85 186 149 361 108
internal_count=3121 691 2430 236 2335 455 357 260 230 766 1569 95 1140 718 331 209 151 429 97 387 98 75 301 367 68 85 186 149 361 108
is_linear=0
shrinkage=0.00196078


Tree=5453
num_leaves=31
num_cat=0
split_feature=1 4 3 48 1456 48 51 47 12 12 16 52 13 0 133 15 10 47 2 1 3 4 4 51 43 131 1212 1212 403 4
split_gain=0.41306 0.133231 0.0980168 0.0930884 0.0811211 0.076601 0.0822849 0.0792702 0.0802506 0.0741236 0.0684492 0.1215 0.143987 0.0677425 0.0655071 0.0654706 0.056718 0.0548624 0.0543855 0.0510881 0.0492033 0.0725209 0.0846023 0.0482912 0.0408505 0.0703406 0.064615 0.113052 0.0639207 0.0591596
threshold=0.102705 -0.39518999999999993 0.31370500000000007 -0.086869999999999989 -0.049894999999999995 0.14093000000000003 0.10876000000000001 0.10621500000000002 0.11903500000000002 -0.42850999999999995 -0.42170999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.22582000000000002 0.088385000000000005 -0.40580499999999992 -0.086389999999999981 0.11370000000000001 0.15950500000000004 0.12873500000000002 0.090900000000000009 -0.031404999999999995 0.0049200000000000008 -0.047599999999999996 0.0016850000000000001 0.023795 -0.017094999999999996 -0.082209999999999991 0.51370000000000016 -0.081839999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 23 3 -3 -5 6 7 8 10 -4 -6 14 15 16 19 -13 -1 -9 -11 -12 24 -22 -23 -2 26 -26 27 28 29 -18
right_child=1 2 9 4 5 -7 -8 17 -10 18 11 12 -14 -15 -16 -17 20 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011603090167045594 0.0057174350401120524 0.010487443481106312 0.004126237009518913 0.0088877352903148649 0.0041511516474786606 -0.0010569509504804095 0.0078357245373938764 0.010493211855091864 0.0073027052733144072 0.00032615013086520462 0.0026084482266932082 -0.0031258548499040664 -0.0088524871485550771 0.00075811499596706463 -0.0026927778217941522 0.0045969656081465277 0.0045224231699566271 0.0044848891364579853 -0.0059201041702181103 0.0079722271189980581 0.0067320349431663224 -0.0033107870415551594 0.004801044054329396 0.01107884810439178 0.0054566768860577711 0.01091625718213618 0.0066668585887982761 0.015717988470125767 0.0028877753931076523 0.010584653510789698
leaf_weight=20 42 20 35 27 112 38 42 21 33 46 115 21 23 21 20 23 22 55 20 21 70 20 36 28 421 25 1641 21 22 60
leaf_count=20 42 20 35 27 112 38 42 21 33 46 115 21 23 21 20 23 22 55 20 21 70 20 36 28 421 25 1641 21 22 60
internal_value=0 0.0037102 0.00327772 0.00378566 0.0035424 0.00326697 0.00360506 0.00320486 0.00259764 0.00040613 0.00213415 0.00112113 -0.0024406 0.00641263 0.00265085 0.000911074 0.00646299 0.00614508 -0.00156665 0.00343668 0.00650835 0.00458622 0.00190396 0.007862 0.00661784 0.00576271 0.0068338 0.00902545 0.00767407 0.0089582
internal_weight=0 742 672 571 551 524 486 444 368 101 335 223 67 2379 156 44 2358 76 66 136 2338 126 56 70 2212 446 1766 125 104 82
internal_count=3121 742 672 571 551 524 486 444 368 101 335 223 67 2379 156 44 2358 76 66 136 2338 126 56 70 2212 446 1766 125 104 82
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=31
num_cat=0
split_feature=1 4 105 2 1456 402 12 123 4 16 4 3 13 39 40 3 13 394 13 49 4 4 42 41 3 41 484 48 15 13
split_gain=0.334579 0.107917 0.092261 0.123995 0.0744289 0.0572339 0.0606988 0.0700155 0.0565017 0.062389 0.0646539 0.0553006 0.0547112 0.0499194 0.0595936 0.0498456 0.0553381 0.110971 0.0804413 0.0591911 0.0977079 0.0837366 0.0570318 0.0545227 0.128562 0.0590025 0.0483631 0.052155 0.0539926 0.0773101
threshold=0.102705 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 -0.049894999999999995 0.09388500000000001 -0.12529499999999996 0.12630500000000003 0.042705000000000007 -0.44310499999999992 0.40124500000000002 -0.028564999999999997 -0.11122999999999998 -1.0000000180025095e-35 -0.083709999999999993 0.10299500000000002 0.0061450000000000003 -0.079154999999999989 0.17001000000000002 0.0034800000000000005 -0.0052149999999999992 -0.42529999999999996 -0.16797499999999996 0.075585000000000013 -0.10831999999999999 0.079300000000000009 0.094965000000000008 -0.075804999999999984 -0.033689999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 6 -6 11 13 10 -10 12 -8 -1 -15 16 22 -18 19 21 -21 -19 -16 24 -24 -25 27 -13 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 26 -14 14 15 -17 17 18 -20 20 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.01081779475456902 0.0070758002347845062 0.0080756034394393536 0.0096400605048984293 -0.0037654378684237599 0.0068932395949224505 -0.0013138986229023432 -8.6747482419013985e-05 -0.0029029815380151075 0.0075991650534611519 0.003577332674105334 0.0013258455507457257 0.0062754512512280302 0.004916132326591118 0.0011602937277460184 0.011336773570457643 0.00243881567238042 -0.0023813498346135021 0.010330004065819218 0.0079282530838446254 -0.0034888382940350669 0.0060681296617258341 0.0041398082523314405 -0.0014955198412446241 0.01342336291314236 0.0062031317566434629 0.0069314715112947555 0.0069001611182466149 0.002058658901479177 0.002306317144235515 -0.0059854875789658937
leaf_weight=21 70 28 20 28 38 32 25 21 92 219 20 24 174 26 22 39 20 26 84 23 20 137 22 21 1545 42 20 217 23 22
leaf_count=21 70 28 20 28 38 32 25 21 92 219 20 24 174 26 22 39 20 26 84 23 20 137 22 21 1545 42 20 217 23 22
internal_value=0 0.00333918 0.00294995 0.00274473 0.00303686 0.00280014 0.00303356 0.00275472 0.00577137 0.00455914 0.00647893 0.00298999 0.00428763 0.00596729 0.00591704 0.00597885 0.00604921 0.00482322 0.00532009 0.00425657 0.000956263 0.0051272 0.00627927 0.00621101 0.00609505 0.00909544 0.0021461 0.00181365 0.00140494 -0.00174745
internal_weight=0 742 672 652 624 596 564 526 2379 331 112 505 199 2048 2027 2001 1962 310 290 206 43 163 1652 1630 1567 63 306 286 262 45
internal_count=3121 742 672 652 624 596 564 526 2379 331 112 505 199 2048 2027 2001 1962 310 290 206 43 163 1652 1630 1567 63 306 286 262 45
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=31
num_cat=0
split_feature=4 2 40 150 16 1 52 106 3 13 12 0 12 11 12 41 13 13 11 4 2 49 14 43 52 52 133 48 151 51
split_gain=0.279512 0.0901441 0.0821807 0.0779606 0.106972 0.0906027 0.0752949 0.0646401 0.0596966 0.0823624 0.0545381 0.0663661 0.0632641 0.0542052 0.0644894 0.148032 0.0488883 0.0465206 0.0438519 0.0431207 0.0417828 0.0408385 0.0482869 0.0458019 0.0452689 0.113613 0.0756138 0.0496779 0.0402455 0.0592029
threshold=0.27044500000000005 0.10060500000000001 0.051255000000000002 0.081835000000000019 -0.087874999999999981 0.10708500000000001 -0.075329999999999994 0.085655000000000009 0.31370500000000007 -0.47860499999999995 0.11734000000000001 -0.055064999999999996 0.10911500000000002 1.0000000180025095e-35 0.085250000000000006 0.076195000000000013 -0.15714499999999998 0.17001000000000002 0.091795000000000015 0.53859500000000016 -0.090999999999999984 0.14233500000000002 -0.073114999999999986 0.093175000000000022 -0.067494999999999986 -0.42635499999999998 0.099660000000000012 0.084670000000000009 -0.085164999999999977 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 10 -5 -6 -7 13 16 19 12 -12 17 20 -15 -16 -2 18 21 -10 -1 22 -3 24 25 -24 -26 -27 29 -22
right_child=8 2 -4 4 5 6 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 28 -23 23 -25 26 27 -28 -29 -30 -31
leaf_value=0.0013737595685395518 0.0067327628619279021 0.0091759320348501205 -0.0021829364843489159 0.0080460744211450219 -0.0059486844235652828 0.0056788890001674497 -0.0017223291825627842 0.00086905176503933041 -0.0010550344983736675 -0.0051725600091740492 -0.0013861289255381111 0.0049260380095802253 0.0088597407995257543 0.010587954075213761 0.010279368796545896 0.00050163048086687928 0.0022713562488367164 0.0093948569559142922 0.0079353604772636165 0.0054329560603946451 0.011852096375077963 0.00014114016278957326 0.0056302999393046003 0.00090215631689016633 0.007399628452757108 -0.0029092439546667299 0.001190381736814743 0.0028051811781097061 0.0051841203272136142 0.0061088875810549198
leaf_weight=27 27 20 21 20 20 27 28 32 21 25 31 36 40 43 32 30 272 20 33 20 20 24 94 39 91 29 25 32 1767 175
leaf_count=27 27 20 21 20 20 27 28 32 21 25 31 36 40 43 32 30 272 20 33 20 20 24 94 39 91 29 25 32 1767 175
internal_value=0 0.00501822 0.00396761 0.0041797 0.00154792 -0.000184919 0.001911 0.00532954 0.00207338 -0.000648646 0.00466611 0.00200548 0.00506491 0.00539771 0.0076121 0.00554821 0.00267423 0.00469196 0.00444891 0.00210984 0.00528081 0.0041239 0.00441356 0.00410631 0.00456742 0.00344933 0.00606143 8.84873e-05 0.00533458 0.00669793
internal_weight=0 2756 630 609 95 75 55 2126 365 66 514 67 447 2094 105 62 299 407 387 41 1989 354 330 310 271 155 116 61 1962 195
internal_count=3121 2756 630 609 95 75 55 2126 365 66 514 67 447 2094 105 62 299 407 387 41 1989 354 330 310 271 155 116 61 1962 195
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=31
num_cat=0
split_feature=1 2 48 123 0 10 10 2 0 15 133 0 15 4 0 11 1429 11 12 2 51 0 1208 1210 2 50 15 3 50 51
split_gain=0.23181 0.0776557 0.0587201 0.0603907 0.0550693 0.0514516 0.055631 0.0767281 0.0750609 0.0683335 0.061169 0.0599816 0.0655982 0.0470783 0.0454504 0.0626416 0.0728197 0.0612757 0.0842632 0.0565256 0.0704345 0.0523127 0.0579274 0.112522 0.0613918 0.0500045 0.0761324 0.107518 0.0555529 0.0672895
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.14723999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.11510000000000002 0.0059850000000000016 -0.24436499999999997 -1.0000000180025095e-35 -0.081894999999999982 -0.41942499999999994 -0.50427999999999995 -0.075934999999999989 0.079300000000000009 0.086825000000000013 0.078065000000000009 0.089300000000000004 -0.0091949999999999983 0.045645000000000005 0.12500000000000003 0.099975000000000008 -1.0000000180025095e-35 0.093840000000000021 0.10883000000000001 -0.010414999999999999 -0.082879999999999995 0.11375500000000001 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 13 -5 6 8 -8 9 -2 -9 -12 -13 -3 17 16 19 25 -19 -16 21 22 23 -21 -25 -1 28 -28 -27 -30
right_child=5 2 -4 4 -6 -7 7 10 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0050776148285644378 0.0050828959126475049 0.0079440146588302899 -0.0018045941554009914 -0.0036244465224444869 0.0028884820212182159 -0.0014284274639147852 0.0060924569502970108 -0.0029028641221963843 -0.005391487131710164 -0.0020512964203953745 0.00060605311506044344 0.0092957576482810764 0.0025821347172686093 0.0038046823998399652 0.00095041737586143427 -0.00053650590940378616 0.0099332373057092957 0.0050989121347407088 0.012748494364010791 -0.0038889840751918123 0.0083768779556684866 0.0079502854288356125 0.0080763812836570047 0.0048539149974013863 0.0012562325473279797 0.00089750733098079417 0.0043894474637573176 -0.0055073304611834746 0.0079412434186519106 0.0013802083177407358
leaf_weight=1518 29 29 20 20 37 45 59 23 20 25 68 22 43 523 56 30 21 36 24 22 39 28 24 139 72 29 23 21 54 22
leaf_count=1518 29 29 20 20 37 45 59 23 20 25 68 22 43 523 56 30 21 36 24 22 39 28 24 139 72 29 23 21 54 22
internal_value=0 0.00450479 0.00352706 0.00370215 0.000603244 0.00171692 0.00220668 0.00302065 -0.000158219 0.00178003 0.00185887 0.00268233 0.00485444 0.00402215 0.00478977 0.00387112 0.00420086 0.00501903 0.00815875 0.00388407 0.00439113 0.00384571 0.00339852 0.00291668 0.00362627 0.00490602 0.00315787 -0.000334015 0.00462114 0.006042
internal_weight=0 2787 629 609 57 334 289 215 74 54 156 133 65 552 2158 431 401 1727 60 380 324 285 257 233 211 1667 149 44 105 76
internal_count=3121 2787 629 609 57 334 289 215 74 54 156 133 65 552 2158 431 401 1727 60 380 324 285 257 233 211 1667 149 44 105 76
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=31
num_cat=0
split_feature=4 2 3 2 3 3 47 15 48 159 49 15 1 43 2 43 11 457 133 52 128 43 400 42 1 4 4 12 12 51
split_gain=0.189837 0.0696109 0.058224 0.0497405 0.0454063 0.106731 0.0487788 0.0644601 0.070781 0.0723348 0.0553355 0.0525911 0.0670249 0.0524265 0.0523489 0.0517935 0.0423047 0.0402303 0.0384761 0.0767614 0.0581541 0.0695994 0.0753752 0.0947818 0.161265 0.0609033 0.0596808 0.0433776 0.0512343 0.0579143
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.12745000000000004 0.10893000000000001 0.11043500000000002 -0.11713499999999999 0.084855000000000014 0.085035000000000013 0.036705000000000008 -0.085319999999999993 0.081670000000000006 -0.10603999999999998 0.096015000000000017 -0.077044999999999988 0.10334500000000001 -0.0056599999999999992 0.11524500000000001 -0.0087299999999999982 0.11876500000000001 0.016310000000000002 -0.064794999999999978 0.096235000000000015 0.080585000000000004 0.010840000000000001 -0.074729999999999977 0.10645 0.095780000000000018 0.0053700000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 13 16 10 11 14 -13 -1 17 -15 18 -10 20 -20 21 27 -23 24 25 -24 -25 28 -9 -30
right_child=3 -3 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 15 -16 -17 -18 -19 19 -21 -22 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.010949254514915603 0.002011163770359536 -0.00048449365422129634 0.001132004521232808 -0.0026882239146895398 0.0074311137979113781 -0.0020997494735099649 0.0021304333012411806 0.0049003428528086278 -0.0014149376796558501 0.0076023070894599967 -0.0027587651308359847 0.0022915753433153442 0.0078221047950339413 0.0027737503289245072 -0.0017340751782728312 0.0069920153626468213 -0.00019089003559201955 0.0036057807166200088 -0.0014064519693298887 0.0039206897150725123 0.0095039605395868428 0.0078886377883868094 0.00098706848050854855 0.010099720677715682 -0.0065016554047664004 0.0057261927280192956 0.0030997909637617655 0.0076963690144475549 0.0020295289549974141 0.0077255796729808757
leaf_weight=21 366 33 63 24 43 27 107 1261 20 27 21 56 36 44 39 86 20 79 30 275 24 27 89 21 24 39 29 50 119 21
leaf_count=21 366 33 63 24 43 27 107 1261 20 27 21 56 36 44 39 86 20 79 30 275 24 27 89 21 24 39 29 50 119 21
internal_value=0 0.00408052 0.00413635 0.00172197 0.00420818 0.00415472 0.00422055 0.00431154 0.00418052 0.00268411 0.00215506 0.00260371 0.0044557 0.0063132 0.00136905 0.00556429 0.00438555 0.00259149 0.00443111 0.00339671 0.00461626 0.00454644 0.00292625 0.00226297 0.0010206 0.00243102 0.00603976 0.00480214 0.00469885 0.00288394
internal_weight=0 2731 2698 390 2635 2592 2565 2458 2307 278 251 230 92 151 138 130 2029 99 2009 305 1704 1680 229 202 152 128 50 1451 1401 140
internal_count=3121 2731 2698 390 2635 2592 2565 2458 2307 278 251 230 92 151 138 130 2029 99 2009 305 1704 1680 229 202 152 128 50 1451 1401 140
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=31
num_cat=0
split_feature=1 124 44 48 15 147 148 9 3 48 10 131 10 1 0 4 1455 1453 13 133 133 16 1453 1212 1212 4 1455 1455 12 160
split_gain=0.161444 0.0575013 0.0546034 0.047308 0.0469005 0.0436476 0.0761887 0.0560838 0.0500586 0.0477998 0.0420652 0.0473309 0.112605 0.131791 0.0516986 0.0442444 0.0382666 0.0635841 0.0406951 0.0731724 0.140169 0.0710626 0.0469412 0.0430508 0.0628996 0.0430655 0.0496585 0.0462221 0.043587 0.0440748
threshold=0.12000500000000001 -0.076779999999999987 0.081805000000000017 0.13765500000000006 -0.24436499999999997 0.089365000000000014 -0.08224999999999999 0.081890000000000004 -0.083784999999999984 -0.089099999999999999 1.0000000180025095e-35 0.090030000000000013 -0.074314999999999978 0.14000500000000002 0.010870000000000003 0.50996500000000011 -0.23681499999999997 -0.13306499999999996 0.038215000000000006 -0.0081349999999999981 -0.081654999999999991 -0.073404999999999984 -0.084064999999999987 0.12218000000000002 0.11387000000000001 -0.082249999999999976 -0.088559999999999986 -1.0000000180025095e-35 -0.094384999999999983 0.3961050000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 7 -7 16 -9 -8 11 12 13 -2 15 -14 -3 -18 22 20 21 -20 -19 24 25 -24 -27 -28 -29 -30
right_child=10 2 -4 -5 -6 6 9 8 -10 -11 -12 -13 14 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.002426700205118819 0.0017839734823527663 0.0067655734624990837 0.0081650000963626162 -0.0010018728939550263 0.0025174979804044903 0.0054491823023584277 0.0022895071250830022 0.011082870080426802 0.0040923928043672016 -0.0042433651629835371 -0.0015143824099666543 0.0042992074899395171 0.0024604232563294618 -0.0094321247478364977 0.0069763072422938423 -0.0014556173927377206 -0.0018940724839922041 0.0087629496515728537 0.0069284402866564374 0.0034873434047418815 -0.006722299636087635 -0.00077362823113799096 0.0047158766236220229 0.0064669922304650147 -0.0012768067807580035 -0.00011323221027851106 0.0073423155090388131 0.0080261191945861701 0.0034474001827730161 0.0070423201351825686
leaf_weight=22 22 42 28 21 150 28 21 20 21 24 45 59 131 20 20 37 20 20 23 292 22 25 462 63 24 35 34 22 1333 35
leaf_count=22 22 42 28 21 150 28 21 20 21 24 45 59 131 20 20 37 20 20 23 292 22 25 462 63 24 35 34 22 1333 35
internal_value=0 0.0036562 0.00377269 0.00372515 0.0018851 0.00376383 0.00135364 0.00383441 0.00750238 -0.00119469 0.00132962 0.00177246 0.0011243 -0.00355703 0.00217013 0.00159796 0.00377308 0.00372093 0.00376791 0.00279124 -0.000112531 0.00291695 0.00394225 0.00389424 0.0038109 0.00387447 0.00360803 0.00369949 0.00361039 0.00353938
internal_weight=0 2787 2615 2587 172 2566 73 2493 41 45 334 289 230 42 188 168 2452 2410 2390 362 70 48 2028 2008 1945 1921 1459 1424 1390 1368
internal_count=3121 2787 2615 2587 172 2566 73 2493 41 45 334 289 230 42 188 168 2452 2410 2390 362 70 48 2028 2008 1945 1921 1459 1424 1390 1368
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=31
num_cat=0
split_feature=3 96 4 50 12 16 151 132 49 1 13 133 124 132 15 150 12 13 13 13 0 13 3 3 39 15 13 150 1429 1429
split_gain=0.137835 0.0999964 0.0707857 0.062638 0.0589893 0.0570529 0.0781097 0.0556436 0.0555916 0.0528738 0.0458291 0.076664 0.0588134 0.0569356 0.0653246 0.0457853 0.0858767 0.0449405 0.105293 0.0613942 0.0438103 0.0428174 0.0813138 0.0425655 0.041522 0.0630106 0.0414453 0.0397362 0.0521498 0.0397759
threshold=0.31370500000000007 0.087655000000000025 0.042705000000000007 -0.24165499999999998 -0.10022999999999999 -0.44310499999999992 0.043560000000000008 0.10613500000000002 0.15266500000000002 0.095950000000000021 -0.084419999999999981 -0.095184999999999978 -0.078224999999999989 0.082230000000000011 -0.018314999999999994 0.11989500000000002 0.087075000000000014 -0.16152999999999998 -0.42195999999999995 -0.097224999999999992 -0.13027499999999997 0.10935500000000002 -0.094874999999999987 0.42240500000000009 0.091820000000000013 -0.077844999999999984 0.26746000000000009 0.10348 0.083985000000000018 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 9 23 10 20 11 -7 -12 14 21 17 -17 18 -5 -19 -6 22 -14 -2 26 -26 27 29 -29 -21
right_child=7 -3 4 15 5 8 -8 -9 -10 -11 12 -13 13 -15 -16 16 -18 19 -20 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0085908199350039176 -0.00038494651327978396 -0.0031058376636356119 0.0064061247113653842 0.0046993761331707781 0.0078145208118561033 0.0049759080371586609 0.008762789603012305 0.0035874163225973741 -0.0034832752606069502 0.0015578788282208649 -0.0028418878359454023 -0.0021442851979255437 0.0081636757764499638 -0.00089625367560447792 0.0086953063530381767 -0.0043226219092806183 0.0048333633141010067 0.0061718484204241336 -0.0044321207957261285 0.0035227837722066335 0.002980735701567028 -0.0016856691383873115 0.0023502580188362217 -0.00560483350861995 0.0038178341034799815 -0.0037127419211901731 0.0066891313516307714 0.00379820085331999 0.010037416592240334 0.0017316541314139067
leaf_weight=24 61 25 34 28 30 20 24 26 22 137 21 62 28 39 20 21 20 88 23 1829 50 20 171 21 25 20 41 37 21 133
leaf_count=24 61 25 34 28 30 20 24 26 22 137 21 62 28 39 20 21 20 88 23 1829 50 20 171 21 25 20 41 37 21 133
internal_value=0 0.00319231 0.00324501 0.00350869 0.0023466 0.00213228 0.00334941 -0.000443615 0.00140441 0.0027507 0.00168664 -0.000407653 0.00226099 0.00264646 0.00322456 0.00345534 0.000143712 0.00351582 0.00058125 0.00358403 0.00479341 0.00272495 0.00316823 -0.00172175 0.0034759 0.000470911 0.00354151 0.00347762 0.00605723 0.00340137
internal_weight=0 3013 2988 2310 678 644 241 108 403 217 381 82 299 278 239 2286 41 2245 51 2194 80 219 199 82 2106 45 2061 2020 58 1962
internal_count=3121 3013 2988 2310 678 644 241 108 403 217 381 82 299 278 239 2286 41 2245 51 2194 80 219 199 82 2106 45 2061 2020 58 1962
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=31
num_cat=0
split_feature=3 96 4 13 2 50 12 150 147 13 13 157 47 12 4 40 393 403 1451 1451 52 51 13 42 13 13 457 48 3 1456
split_gain=0.111646 0.0809971 0.0573364 0.0508537 0.0661902 0.0507368 0.0478554 0.0469459 0.0670825 0.054767 0.0560763 0.0628345 0.0561982 0.0610149 0.04324 0.0415105 0.0416033 0.0820608 0.0412894 0.0452334 0.0432397 0.054132 0.05801 0.0418356 0.0680576 0.0661182 0.0710718 0.0712534 0.056957 0.052912
threshold=0.31370500000000007 0.087655000000000025 0.042705000000000007 -0.15714499999999998 0.11474000000000002 -0.24165499999999998 -0.42850999999999995 0.12083000000000001 0.090425000000000019 0.054800000000000008 -0.004174999999999999 -0.066144999999999995 0.09364500000000002 0.090695000000000012 0.09173000000000002 1.0000000180025095e-35 0.098330000000000015 -0.084674999999999986 0.089825000000000002 0.081365000000000007 -0.56176499999999996 0.24916000000000002 -0.061684999999999997 -0.087299999999999975 -0.011914999999999999 -0.07743499999999999 0.079590000000000008 0.085485000000000019 -0.15447499999999995 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -2 8 9 10 11 -5 13 -12 -14 16 18 -18 19 20 -7 23 -23 24 -22 28 29 -28 -25 -27
right_child=6 -3 3 7 -6 15 -8 -9 -10 -11 12 -13 14 -15 -16 -17 17 -19 -20 -21 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0077317379589658232 0.0026407999272591303 -0.0027952537313103674 0.0091210549636541512 -0.0037970322827459314 0.0016877227746881546 0.0056339139910051017 -0.0018568133335713655 0.0052800848026220738 -0.0031233614381952586 -0.00051494576022557829 0.0074122387462231369 0.0019729705208498959 0.0040161932840128431 0.0015024369936436415 -0.002222078959457576 -0.001315725460604188 0.002410654069330448 0.0091862095435234631 0.0072878721575050254 -0.0015900674619756285 0.0077779749561820866 0.0029848129784857684 -0.0044564997870475053 0.0087872327398508792 0.0035356114130855806 0.0062007033858926183 -0.0037038597008703573 0.0022724277596266585 0.0033857033227154632 0.0023789137451016942
leaf_weight=24 35 25 23 20 25 64 73 38 28 81 58 335 25 25 20 21 39 33 23 21 44 22 20 20 269 38 38 42 816 776
leaf_count=24 35 25 23 20 25 64 73 38 28 81 58 335 25 25 20 21 39 33 23 21 44 22 20 20 269 38 38 42 816 776
internal_value=0 0.00287308 0.00292051 0.00211194 0.00524953 0.00315783 -0.000399253 0.00187288 0.00165418 0.00189136 0.0022949 0.0016479 0.00408933 0.00563218 0.00124363 0.00310981 0.00315084 0.00551612 0.00307318 0.00302851 0.00307364 0.00299505 -0.000558669 0.00306811 0.00413198 0.00287563 0.00227781 -0.000566309 0.00351493 0.00255733
internal_weight=0 3013 2988 678 48 2310 108 630 592 564 483 355 128 83 45 2286 2265 72 2193 2170 2149 2085 42 2043 313 1730 894 80 836 814
internal_count=3121 3013 2988 678 48 2310 108 630 592 564 483 355 128 83 45 2286 2265 72 2193 2170 2149 2085 42 2043 313 1730 894 80 836 814
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=31
num_cat=0
split_feature=3 9 13 2 393 148 400 1427 1452 158 160 160 133 156 11 39 402 0 157 2 12 159 48 1209 1203 133 3 43 133 13
split_gain=0.0904335 0.0697757 0.0670217 0.0497987 0.0523044 0.0505395 0.0495349 0.0490787 0.0473407 0.0605303 0.0573958 0.0562989 0.0511738 0.0709334 0.05104 0.0485563 0.0493467 0.0481558 0.0412331 0.0409919 0.0387629 0.0398481 0.0378758 0.0371495 0.0368811 0.0367535 0.0589976 0.0353194 0.0384495 0.0481342
threshold=0.31370500000000007 -1.0000000180025095e-35 -0.010739999999999998 0.092120000000000021 0.092975000000000016 0.087555000000000008 -0.07520499999999998 0.083935000000000023 0.10893000000000001 0.11245500000000001 0.31396500000000005 0.0030550000000000004 0.017095000000000003 0.090500000000000011 0.08765000000000002 0.088025000000000006 -0.43418999999999991 -0.04917499999999999 -0.078254999999999977 0.11982500000000001 -0.42850999999999995 0.088800000000000004 0.081805000000000017 0.10183000000000002 -1.0000000180025095e-35 0.089595000000000022 -0.080884999999999985 -0.03898999999999999 0.099660000000000012 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 24 -5 8 9 10 11 12 13 14 -8 16 -14 23 -15 -20 -2 22 -22 27 -3 26 -13 28 29 -18
right_child=20 3 -4 4 -6 -7 7 -9 -10 -11 -12 25 15 18 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001645742353100918 0.0023767201203528593 0.0071119909041694228 -0.0044809020124375824 -0.0016836827230309289 -0.0024571878040054191 0.0080024954986583907 0.00064087159922484108 0.0064288662469560477 0.0069628494237327868 -0.0018056519996576216 -0.002522429342692097 0.0084172206388653387 -0.0002476388909693422 0.0076482645332124899 0.0042639805699785259 -0.00023310890018537242 0.00055186101678936261 0.0075451749789395509 0.0013638179656118156 0.0064712363379922783 -0.0062462322617648173 0.0012067286691082449 -0.00035390964709222319 7.3775919844154965e-05 0.0028956247566842997 0.0013392398643584267 0.0036005539956041966 0.007621697349046979 0.0013685873897716025 0.0060196797387924161
leaf_weight=57 35 21 26 31 24 20 406 29 21 37 24 35 29 23 43 37 21 35 55 22 24 29 20 27 1713 37 93 24 54 69
leaf_count=57 35 21 26 31 24 20 406 29 21 37 24 35 29 23 43 37 21 35 55 22 24 29 20 27 1713 37 93 24 54 69
internal_value=0 0.00258577 -0.000273447 0.00266677 0.00216328 0.00300434 0.00225954 0.00236859 0.00226076 0.00216856 0.00231077 0.00242562 0.0020957 0.00152428 0.000987851 0.00315553 0.00363963 0.00412976 0.00393287 0.00282308 -0.000359328 -0.00167113 -0.0035679 0.00351674 0.00294669 0.00411519 0.00491761 0.00407007 0.00347813 0.00474386
internal_weight=0 3013 83 2930 1176 1754 1152 1121 1092 1071 1034 1010 845 549 449 296 259 230 100 77 108 73 44 195 1734 165 128 168 144 90
internal_count=3121 3013 83 2930 1176 1754 1152 1121 1092 1071 1034 1010 845 549 449 296 259 230 100 77 108 73 44 195 1734 165 128 168 144 90
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=31
num_cat=0
split_feature=1 1213 1213 11 96 105 0 160 1 11 13 1213 1 15 51 1374 401 1 1446 15 12 124 1185 43 159 13 13 1 3 2
split_gain=0.0780684 0.108047 0.104338 0.0708206 0.0666941 0.0809038 0.0701904 0.0710389 0.0758477 0.0655633 0.0583411 0.0603689 0.0768738 0.0542373 0.0521197 0.079992 0.0602643 0.0625218 0.0534344 0.0799331 0.050836 0.0491333 0.0444856 0.0440591 0.0552524 0.0515277 0.0734548 0.0665001 0.0421624 0.0422228
threshold=0.086920000000000011 0.0036000000000000003 0.10050000000000002 -0.072629999999999986 0.090365000000000015 1.0000000180025095e-35 -0.082394999999999982 0.11655500000000001 0.14699000000000004 0.083010000000000014 -0.08971999999999998 -0.021674999999999996 0.094220000000000012 0.13592500000000005 -0.092264999999999986 -0.064634999999999984 0.078085000000000016 0.089935000000000015 0.037915000000000011 0.096455000000000013 -1.0000000180025095e-35 0.0026500000000000004 0.089300000000000004 -0.035139999999999991 0.087995000000000004 0.24394000000000002 -0.066634999999999986 0.091785000000000019 0.10732000000000001 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 5 6 7 8 14 13 20 12 -12 22 -5 -16 17 -17 19 -19 -8 23 28 25 -25 26 -13 -28 29 -1
right_child=1 2 -4 4 -6 -7 10 -9 -10 -11 11 21 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0040916899816930054 -0.004097716482356191 -0.0085811115312390031 0.0016334759024903178 0.0062868486095050526 -0.0038270450686104596 0.0074078241570128336 0.0033550280723315868 -0.0046582982398658285 -0.0043450525769477954 -0.0030365367073682138 0.0099658444452171147 0.0031647843289766054 0.0018311423327152928 -0.00083079897421633922 0.0068197449045255785 -0.0022281148365788884 0.0053455101830574376 0.001299202033683864 0.0058712290822649782 -0.0048022933749724992 -0.0026015210094077414 -0.0017355593871325255 0.0066231990233063705 0.0032619166436974804 0.0080138690561787889 0.00651834128100587 0.004407660389319063 -0.0013703812215458222 -0.0016106521626087754 0.0026046272877034583
leaf_weight=219 20 20 20 22 20 27 23 21 23 20 26 138 21 42 25 62 30 323 23 23 38 25 30 194 28 23 25 98 22 1490
leaf_count=219 20 20 20 22 20 27 23 21 23 20 26 138 21 42 25 62 30 323 23 23 38 25 30 194 28 23 25 98 22 1490
internal_value=0 0.00164276 -0.00347382 0.00180545 0.00190081 0.00199487 0.00187215 0.00104618 0.00127179 0.00265749 0.00258567 0.00289608 0.00633119 0.00272066 0.00152609 0.00131058 0.00101182 0.000710173 0.00120387 0.000893611 -0.000355609 0.00259203 0.00280536 0.00280584 0.00386126 0.00198083 0.00158097 -0.000195983 0.00273919 0.00279519
internal_weight=0 1298 40 1258 1238 1218 1191 552 531 1823 639 578 47 1803 508 486 461 431 369 346 61 531 1761 506 222 284 261 123 1731 1709
internal_count=3121 1298 40 1258 1238 1218 1191 552 531 1823 639 578 47 1803 508 486 461 431 369 346 61 531 1761 506 222 284 261 123 1731 1709
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=31
num_cat=0
split_feature=0 1 1213 3 1375 10 11 1456 484 12 2 147 15 12 15 40 1177 1212 457 457 3 1213 15 16 1208 403 13 13 16 0
split_gain=0.0706611 0.0605611 0.0898712 0.0955886 0.0535556 0.0503403 0.0506001 0.0491093 0.0563285 0.0475331 0.0486034 0.0836038 0.0677629 0.0485815 0.0607092 0.0452434 0.0448676 0.0432199 0.0433937 0.0713406 0.0511013 0.0415799 0.0403753 0.0402958 0.0398079 0.0702568 0.0386128 0.0921728 0.0680083 0.0619257
threshold=0.18019500000000002 0.086920000000000011 0.0036000000000000003 -0.080409999999999995 -0.27302499999999996 0.058500000000000003 0.10553000000000001 -0.00059999999999999995 -0.020124999999999994 -0.12529499999999996 0.13622000000000004 0.097985000000000017 -1.0000000180025095e-35 -0.086254999999999984 -0.18895499999999996 -1.0000000180025095e-35 -0.047249999999999993 0.11796000000000001 0.041220000000000007 0.083415000000000017 0.10732000000000001 0.30994000000000005 0.13592500000000005 -0.29154999999999992 0.10233500000000001 -0.44023999999999991 -0.081029999999999977 -0.079299999999999995 -0.081779999999999978 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 -4 -3 6 7 8 -6 23 11 13 -12 14 -11 -7 -1 18 20 -20 21 22 -18 -9 25 -15 28 -28 -27 -30
right_child=-2 2 3 -5 5 15 -8 9 -10 10 12 -13 -14 24 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0065619307082110589 -0.0023928069454591931 -0.0030916438964398011 -0.0080149072222411629 0.0017620353610254824 0.0076725351872543495 0.0022631089167239574 0.0066798372532833709 0.0016199637611862272 0.0020266674325305988 -0.005459965715417639 0.00083364874215247032 0.007869739126181231 -0.0048379820807335468 -0.0035627392190993611 0.00084038823525098944 -0.0031505253239485775 0.002353659568885275 0.0053060434872108722 0.0092610951132056397 0.0029824229913727181 -0.0028685209644027055 -0.0022019085718230124 -0.0011305670829161126 0.0069986546908815707 0.0062807447928935299 0.002629211265087614 0.0088629247576353098 0.0021035943290516885 0.0014829908828768465 -0.0036550191782262864
leaf_weight=26 36 23 20 20 30 26 22 26 43 20 111 22 26 24 65 38 1525 49 22 102 20 21 34 30 20 92 21 513 45 49
leaf_count=26 36 23 20 20 30 26 22 26 43 20 111 22 26 24 65 38 1525 49 22 102 20 21 34 30 20 92 21 513 45 49
internal_value=0 0.00206333 0.00153929 -0.00312644 0.00168907 0.00177898 0.00192974 0.00183783 0.00434689 0.00166568 0.00150814 0.00178354 -0.000242719 0.00162583 -0.000642048 -0.000951236 0.00243793 0.00237746 0.00229422 0.00409638 0.00215455 0.00221813 0.00227767 0.00450141 0.00187814 0.00175979 0.00193721 0.00236941 0.000696377 -0.00119533
internal_weight=0 3085 1286 40 1246 1223 1159 1137 73 1064 1008 871 137 849 85 64 1799 1773 1724 124 1600 1580 1559 56 764 744 720 534 186 94
internal_count=3121 3085 1286 40 1246 1223 1159 1137 73 1064 1008 871 137 849 85 64 1799 1773 1724 124 1600 1580 1559 56 764 744 720 534 186 94
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=31
num_cat=0
split_feature=11 96 105 4 10 16 147 454 1374 1372 1213 1213 43 16 124 475 52 15 457 52 402 9 40 16 1427 3 1213 147 52 16
split_gain=0.0637923 0.0583207 0.0433279 0.0500182 0.0641147 0.0515804 0.0476987 0.0475261 0.0477039 0.0529798 0.0411375 0.0624439 0.0463303 0.0619124 0.0405318 0.0421107 0.0490508 0.0779429 0.0549067 0.0587399 0.0411916 0.0600679 0.0456109 0.0403075 0.0392765 0.0516222 0.0395525 0.0528065 0.0408311 0.082003
threshold=-0.072629999999999986 0.090365000000000015 0.080965000000000023 0.00063500000000000004 -0.089679999999999982 -0.55248999999999981 0.10100500000000003 0.085470000000000004 0.088460000000000011 -0.065504999999999994 0.11830500000000001 0.104315 -0.011919999999999998 -0.082179999999999989 0.096090000000000023 -0.079669999999999977 -0.075329999999999994 -0.043924999999999992 0.10021000000000001 -0.068719999999999989 0.10913500000000002 0.092235000000000011 -0.080519999999999994 -0.066924999999999985 0.083935000000000023 -0.083154999999999993 0.089630000000000015 0.094705000000000011 -0.069804999999999992 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 14 8 9 -2 11 24 -12 -14 15 -7 17 23 19 -18 21 22 -21 -17 26 -26 27 28 -11 -30
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 12 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0036822540707708825 -0.002990856079850346 -0.0035346391424536704 0.0063048643663271581 -0.0030146927216692884 0.0051177466770039046 -0.0018026192383085553 -0.0032381432049948238 -0.0019694254509106811 0.0070384267950430518 0.0012492485522741235 0.007253272813095739 -0.0033389247388445906 0.0054580633113801014 -0.0011836696974933149 -0.0025910919066518545 0.0065297052520327283 -0.0035036587966201099 0.0090638849511742586 -0.0031535185149146453 -0.001884911772670291 -0.0028131503064651045 0.0071873591421172034 0.001845684338370067 0.0016718416098897291 0.0081327040828764446 0.0021830778568983078 0.0060136135201901203 0.006995055842257682 0.002381589104952789 -0.0036450790221114523
leaf_weight=21 20 20 22 34 36 37 23 28 20 569 33 21 32 25 25 20 23 20 27 35 20 20 515 117 25 35 25 21 1229 23
leaf_count=21 20 20 22 34 36 37 23 28 20 569 33 21 32 25 25 20 23 20 27 35 20 20 515 117 25 35 25 21 1229 23
internal_value=0 0.00184794 0.0018829 0.00185108 0.00124955 0.00140749 0.00125605 0.002123 0.00217814 0.00213091 0.00218117 0.0020846 0.00427138 0.00254502 0.00137638 0.00149531 0.00164842 0.00323234 0.00125986 0.00145425 0.00164752 0.00180404 0.00160828 0.00238102 0.00214371 0.00466209 0.00206277 0.00200915 0.00195165 0.00227088
internal_weight=0 3100 3080 3058 952 918 882 2106 2078 2058 2038 1948 90 57 859 834 797 157 640 613 590 570 550 137 1927 60 1867 1842 1821 1252
internal_count=3121 3100 3080 3058 952 918 882 2106 2078 2058 2038 1948 90 57 859 834 797 157 640 613 590 570 550 137 1927 60 1867 1842 1821 1252
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=31
num_cat=0
split_feature=3 96 48 367 52 16 41 4 3 0 16 159 52 160 15 484 14 11 12 133 52 1456 52 475 43 482 1429 1 1186 50
split_gain=0.0610632 0.0381488 0.0349819 0.0334789 0.0330647 0.0500632 0.0769385 0.0795559 0.107905 0.0673332 0.0662591 0.0752448 0.0648814 0.0619964 0.0516876 0.048164 0.0539553 0.0684835 0.107257 0.0712808 0.0518664 0.0649849 0.133938 0.0488194 0.0450187 0.0450059 0.0445877 0.0431882 0.0735971 0.0526461
threshold=0.31370500000000007 0.087655000000000025 -0.22597999999999999 -0.0098099999999999975 -0.53964499999999982 0.0047850000000000011 0.07831500000000001 -0.37944499999999992 -0.10831999999999999 -0.084384999999999988 0.19444000000000003 0.088450000000000015 -0.10925999999999998 0.043720000000000009 -0.088429999999999995 -0.084724999999999981 0.086645000000000014 0.076270000000000018 0.089085000000000011 -1.0000000180025095e-35 -0.015069999999999998 0.084020000000000011 0.024145000000000003 -0.085774999999999976 -0.065269999999999981 0.11816500000000001 0.083715000000000026 0.085110000000000005 0.060550000000000007 0.12170000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 12 7 10 -9 13 24 -12 14 -10 -6 20 17 23 -19 -20 -14 22 -22 26 -7 -11 -17 29 -29 -25
right_child=-2 -3 3 4 5 6 -8 8 9 25 11 -13 15 -15 -16 16 -18 18 19 -21 21 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0057188335097056228 -0.00070665039308584747 -0.0021767010763287546 0.005794050511904061 0.0030342128085172845 0.0080356302188842425 0.0023766237128849911 0.0055654027208220215 -0.005311243071789957 -0.0004795897067875587 0.00071287451933453529 -0.0033509102529093908 0.003795495294102961 0.0015068921861610661 -0.0065455330525646394 0.0028323194325397105 0.0013464837985035652 0.0066236524110926051 -0.006185939765519238 0.0060921900975517938 -0.0013915484904178552 0.013828780506737533 0.0022674822830595076 0.002255641946103424 0.0022578092644856031 0.0083971665586836438 0.0052077919923855616 -0.0049630686086380767 0.0013189805343753888 -0.0044312684667681393 -0.0019239247243310654
leaf_weight=22 108 25 20 172 28 23 32 36 63 310 26 34 72 23 60 24 21 29 20 35 20 38 20 1044 27 24 21 690 23 31
leaf_count=22 108 25 20 172 28 23 32 36 63 310 26 34 72 23 60 24 21 29 20 35 20 38 20 1044 27 24 21 690 23 31
internal_value=0 0.0017134 0.00174595 0.00171648 0.0016888 0.00160538 0.000795006 0.000525302 -5.69913e-05 0.000393373 0.00293917 0.00069872 0.00182808 -0.00210188 0.00448792 0.00171598 0.00158237 0.00152714 -0.00126491 0.00132981 0.00344233 0.00522888 0.00804221 0.00165509 0.00562772 0.00103586 -0.00159797 0.00173696 0.00113349 0.00213722
internal_weight=0 3013 2988 2966 2946 2774 598 566 456 420 110 60 2176 86 88 2088 1938 1917 84 55 150 78 40 1833 50 334 45 1788 713 1075
internal_count=3121 3013 2988 2966 2946 2774 598 566 456 420 110 60 2176 86 88 2088 1938 1917 84 55 150 78 40 1833 50 334 45 1788 713 1075
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=31
num_cat=0
split_feature=0 10 105 11 1 1186 1456 484 151 160 481 1213 403 147 48 0 393 1208 1210 1185 41 43 15 2 129 42 13 130 1211 1212
split_gain=0.0526589 0.0371897 0.0520196 0.0418209 0.0416838 0.0819547 0.0433789 0.0459603 0.040361 0.0380282 0.0437393 0.0406806 0.0399232 0.0378287 0.0590722 0.0432989 0.0373196 0.0378681 0.0655234 0.0362453 0.0354873 0.0351074 0.0332324 0.0458926 0.0411402 0.0349303 0.0388509 0.0367291 0.0387335 0.059378
threshold=0.18019500000000002 0.058500000000000003 1.0000000180025095e-35 0.10553000000000001 0.086920000000000011 0.060550000000000007 -0.00059999999999999995 -0.020124999999999994 0.10365500000000001 -0.54200499999999985 -0.079279999999999975 -0.077519999999999992 0.099885000000000015 0.096265000000000003 0.15068000000000001 -0.14920999999999998 0.092975000000000016 0.10233500000000001 -0.052634999999999994 0.085905000000000009 0.093890000000000015 -0.072534999999999988 0.13592500000000005 0.12992500000000004 0.093420000000000017 0.11934000000000002 -0.055129999999999992 -0.082549999999999985 0.085535000000000014 0.055770000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 19 6 7 -6 9 -8 -11 -12 13 14 16 -15 17 18 -13 22 -20 -9 23 24 25 27 -27 -1 29 -29
right_child=-2 -3 -4 -5 5 -7 8 21 -10 10 11 12 -14 15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0046266457483094808 -0.0023357725663421054 -0.00078442154669007167 0.0066466232854872943 0.0057774038580448734 0.0065209622976059719 -0.0046296217627823351 0.0054334216215647761 0.0040856085575955072 -0.0022029573526723607 -0.0029409310125090458 0.0039783404237823559 -0.0047750576143153018 -0.0033172615770516653 0.0073902823310345415 -0.0040453990354486135 0.00081009299028664836 0.0051554019435901544 0.0052826133329290318 0.00091327657560086057 0.0041564343866729546 0.0051791233250696681 -0.0016430727019906045 -0.0010639895435555706 0.005420452985666035 -0.00038241916218395821 0.0020272455038502814 -0.0042058007232844826 0.0019212792537997661 0.0038882738607422009 -0.00014905884924631279
leaf_weight=48 36 69 20 23 30 25 20 23 38 27 48 20 21 20 23 20 22 20 782 63 20 20 42 34 89 20 20 1237 85 156
leaf_count=48 36 69 20 23 30 25 20 23 38 27 48 20 21 20 23 20 22 20 782 63 20 20 42 34 89 20 20 1237 85 156
internal_value=0 0.00151107 0.00156358 0.00152965 0.00149679 0.0010349 0.00115761 0.00351694 0.000998286 0.00111492 0.00103049 0.00113815 0.000994341 0.00109202 0.000956359 0.00410019 0.00108951 0.000983273 0.000878666 0.00180034 0.00101966 0.00142111 0.00171459 0.00178368 0.00170897 0.00182783 -0.00108928 0.00190429 0.00181588 0.00168943
internal_weight=0 3085 3016 2996 2973 1179 1154 73 1081 1043 1023 996 948 927 887 40 864 842 822 1794 802 43 1731 1689 1655 1566 40 1526 1478 1393
internal_count=3121 3085 3016 2996 2973 1179 1154 73 1081 1043 1023 996 948 927 887 40 864 842 822 1794 802 43 1731 1689 1655 1566 40 1526 1478 1393
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=31
num_cat=0
split_feature=1 3 4 39 2 2 2 4 2 14 0 14 1 12 12 133 52 12 4 3 1 49 15 160 40 15 3 4 0 132
split_gain=17.9948 3.17922 1.2487 1.17509 1.16489 0.911096 0.629868 0.592844 0.631573 0.505907 0.423904 0.501002 0.503759 0.410633 0.396374 0.340212 0.252288 0.250012 0.234904 0.237328 0.214901 0.20569 0.19621 0.194724 0.185816 0.180541 0.177047 0.229186 0.196087 0.167154
threshold=0.104035 -0.059315 0.27834500000000006 0.056590000000000008 0.14753000000000002 0.11362000000000001 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.062655000000000016 -0.10607499999999999 -1.0000000180025095e-35 0.085605000000000014 0.091715000000000005 0.091475000000000015 -1.0000000180025095e-35 -0.53964499999999982 0.13597000000000004 -0.51843499999999987 -0.14989499999999997 0.12408500000000001 -0.054984999999999992 0.050935000000000008 0.085130000000000011 -0.077714999999999992 0.09006500000000002 -0.23446499999999998 -0.046564999999999988 0.13134000000000004 0.088890000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 6 9 24 -8 -9 10 11 -1 -13 -7 18 -5 -2 -15 -12 -20 -10 -18 26 -14 -3 -24 -16 28 -28 -6
right_child=1 4 -4 15 29 13 7 8 20 -11 14 12 23 17 22 -17 21 -19 19 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010433345729229497 0.00091726776983483427 0.00041244790839201518 0.00049714952438743192 0.00083686424451961852 0.00017258714089547498 0.0004644630548051175 0.00082494446905164603 0.0007473698438577402 0.00048210387171493185 0.0010302402514796769 0.001063361251805009 0.0008354043158320621 0.00051742517831081356 0.00080817811212724933 0.00096228165639112076 0.00061666934519076229 0.00057326189346890394 0.00060026163459658952 0.00073380595958773406 0.00090495090090238802 0.00034168700705317182 0.00078624169038735625 0.00097072634106392373 0.00073884782601895196 0.0002407268312412734 0.00085509886426615419 0.00052642804073964626 0.00081814862674909738 0.00078849169248611836 0.00036366321412466929
leaf_weight=25 45 47 85 38 75 20 21 30 151 85 35 94 37 108 26 93 22 28 32 1175 58 84 64 26 50 275 21 225 23 23
leaf_count=25 45 47 85 38 75 20 21 30 151 85 35 94 37 108 26 93 22 28 32 1175 58 84 64 26 50 275 21 225 23 23
internal_value=0 0.000502577 0.000687249 0.000861175 0.000406792 0.000871468 0.000458773 0.000509079 0.000481325 0.000882 0.000875877 0.000785528 0.000744476 0.000726794 0.000884642 0.000680543 0.000794259 0.000765372 0.000905005 0.000900414 0.000443137 0.000742038 0.00084475 0.000608806 0.000323932 0.000876928 0.000807773 0.000792839 0.000663416 0.000217432
internal_weight=0 691 236 2430 455 2299 357 260 239 2143 2058 182 157 156 1876 131 151 136 1242 1207 209 106 634 63 97 339 295 269 44 98
internal_count=3121 691 236 2430 455 2299 357 260 239 2143 2058 182 157 156 1876 131 151 136 1242 1207 209 106 634 63 97 339 295 269 44 98
is_linear=0
shrinkage=0.00196078


Tree=5468
num_leaves=31
num_cat=0
split_feature=3 97 40 123 158 1456 124 376 40 42 48 123 34 1444 52 160 160 52 1452 48 4 13 13 133 51 52 131 1204 4 1447
split_gain=0.0686479 0.0401241 0.0838591 0.0361521 0.0325806 0.082427 0.0415848 0.0393932 0.046596 0.0418208 0.046389 0.0570998 0.0383333 0.0374408 0.0475438 0.0412585 0.0579201 0.0554051 0.0736424 0.0565181 0.0514921 0.0625967 0.0787093 0.0943486 0.047772 0.0446726 0.0647963 0.0663221 0.0704897 0.0548676
threshold=0.31370500000000007 -0.0047149999999999996 -0.07632499999999999 0.12294500000000001 0.07968500000000002 0.11027500000000001 0.10281000000000001 0.087615000000000012 -0.073884999999999992 -0.011544999999999998 0.086125000000000021 0.084995000000000015 -1.0000000180025095e-35 -0.083144999999999983 -0.56176499999999996 -0.089744999999999978 -0.088079999999999978 0.5140450000000002 0.09921000000000002 0.14174500000000004 -0.39518999999999993 -0.083894999999999983 -0.081029999999999977 0.087985000000000022 0.161415 0.081010000000000013 0.093260000000000023 -0.064464999999999981 -0.031404999999999995 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 -3 11 -11 -10 -14 -15 20 -17 18 19 24 -16 -22 23 -23 25 26 27 28 -18 -29
right_child=-2 3 -4 -5 5 -7 -8 -9 12 10 -12 -13 13 14 15 16 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0020323571055493456 -0.00047941826546944125 0.0037971866768784822 -0.0055686489146734991 -0.0020951429381966592 0.0035111523141427431 -0.0031131260702386499 -0.0023797913055334774 0.0056315258580950968 0.0059606437499706566 -0.00015742312651127578 0.0014356147235957907 -0.0070554774720221758 -0.0022084833867847919 0.0047424654243513947 0.0079941488197073345 -0.0032196225228042089 0.00077130713325459512 -0.0026448296400933312 0.0070934472455909219 -0.0029997216593271691 0.0045661891047642685 -0.0071388708101585516 0.0026681539456612155 0.0025744503838359377 0.0066202007488093588 0.0026428575762901859 0.0037315000671303035 0.0051995357056745352 -0.0067965776994242336 0.0013780980555475786
leaf_weight=47 108 25 21 20 309 20 21 31 26 30 48 20 20 68 20 22 32 26 28 23 121 20 163 20 22 598 127 39 20 1026
leaf_count=47 108 25 21 20 309 20 21 31 26 30 48 20 20 68 20 22 32 26 28 23 121 20 163 20 22 598 127 39 20 1026
internal_value=0 0.00208654 -0.000315012 0.00214199 0.00217096 0.00310846 0.00205215 0.00208829 0.00204512 0.000146398 -0.000784926 -0.00291664 0.00214158 0.00210012 0.0021364 0.00205959 0.00188256 0.00194039 0.00200264 0.0019271 0.0030698 0.00276583 0.00169271 -0.00228221 0.00198789 0.00193257 0.00159113 0.00134777 -0.00213942 0.00151804
internal_weight=0 3013 68 2945 2925 329 2596 2575 2544 123 98 50 2421 2395 2375 2307 1963 1941 1915 1887 344 324 203 40 1864 1842 1244 1117 52 1065
internal_count=3121 3013 68 2945 2925 329 2596 2575 2544 123 98 50 2421 2395 2375 2307 1963 1941 1915 1887 344 324 203 40 1864 1842 1244 1117 52 1065
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 14 47 2 0 1 16 2 4 43 0 160 475 3 3 2 12 2 2 14 15 47 16
split_gain=17.6793 3.23362 1.98886 1.43516 1.21612 0.872414 0.682384 0.626459 0.605022 0.525194 0.438299 0.393479 0.578408 0.361111 0.200059 0.200057 0.160108 0.157935 0.171403 0.201754 0.154524 0.202667 0.147457 0.153064 0.147398 0.145366 0.1573 0.197601 0.163289 0.159356
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 -0.076779999999999987 0.088105000000000003 0.095545000000000005 -0.0060199999999999993 0.40473500000000007 0.076975000000000002 0.13082500000000002 0.13501500000000002 -0.10607499999999999 0.085345000000000018 -0.52595999999999987 0.08622500000000001 0.0082450000000000006 -0.080324999999999994 -0.076579999999999995 -0.081069999999999989 -0.034084999999999997 -0.13927999999999999 -0.10831999999999999 0.10060500000000001 0.086345000000000019 0.25063000000000007 0.14019000000000004 -0.41790499999999997 -0.24436499999999997 0.090100000000000013 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 25 8 -1 -6 11 24 13 12 -5 -7 -14 17 -8 -13 -19 -20 22 -22 -15 -24 -4 26 -3 -28 29 -29
right_child=1 2 9 5 7 10 16 -9 -10 -11 -12 15 14 20 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00082486152721970689 0.00087548329277239469 0.00059898441133935461 0.0002717496248004431 0.00087879562806459808 0.00078133848090025865 0.00055656208935864161 0.00056896807088245278 0.00047946171427699056 0.0010611414204694271 0.00055666794843228578 0.00061335559033490476 0.00089502442955979129 0.00075990583166744418 0.0010450775965171702 0.00051360732021410015 0.00078562229853488652 0.00036330946194881208 0.00070335086621226277 0.0010371804848286769 0.00083795535380766842 0.00061203695687593194 0.00081392557454954082 0.0007114067870904418 0.00092534767889898583 0.00013339439461294129 0.00033087893975807317 0.00033339642163744004 0.00049811620269542192 0.0005934775617935067 0.00035861248431690767
leaf_weight=40 74 30 134 75 82 21 43 39 68 23 48 1241 21 20 32 80 22 31 22 175 20 433 20 36 38 35 46 85 37 50
leaf_count=40 74 30 134 75 82 21 43 39 68 23 48 1241 21 20 32 80 22 31 22 175 20 433 20 36 38 35 46 85 37 50
internal_value=0 0.000488792 0.00044102 0.000847628 0.000519516 0.000857679 0.000623361 0.000684039 0.000879828 0.000278394 0.000793046 0.000872476 0.000767993 0.000808728 0.000611197 0.00088111 0.000499361 0.00088631 0.000838877 0.000860204 0.000818739 0.000805012 0.000900555 0.00084894 0.000241183 0.000449172 0.000465867 0.000447548 0.000478077 0.000446448
internal_weight=0 673 599 2448 404 2343 105 121 1745 195 598 1677 128 550 53 1549 65 1469 228 197 529 453 76 56 172 283 248 218 172 135
internal_count=3121 673 599 2448 404 2343 105 121 1745 195 598 1677 128 550 53 1549 65 1469 228 197 529 453 76 56 172 283 248 218 172 135
is_linear=0
shrinkage=0.00196078


Tree=5470
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 2 4 124 2 4 2 48 0 15 4 1 0 49 1 1 132 1 1 0 47 16 0
split_gain=27.9721 4.63328 2.48116 2.21758 1.67345 1.43492 0.831833 0.822715 0.794617 0.629285 0.617493 0.546637 0.526274 0.499293 0.477272 0.350571 0.620589 0.317923 0.304512 0.335508 0.279689 0.274782 0.2672 0.265509 0.246598 0.23516 0.210149 0.202296 0.197281 0.19715
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.40473500000000007 -0.080389999999999989 0.14753000000000002 0.40945500000000007 -0.090999999999999984 -0.015314999999999997 -0.11173999999999999 -0.10653 -0.013514999999999998 0.075045000000000014 -0.038659999999999993 -0.08130999999999998 0.089770000000000016 0.091195000000000012 0.08764000000000001 0.093100000000000002 0.14754500000000001 -0.14832499999999996 0.10648500000000001 0.15891500000000003 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 7 -4 13 14 -6 20 12 -8 -1 -7 16 -15 18 19 -16 -5 -20 -17 25 -19 -13 -18 -3 -21 -10
right_child=1 2 6 10 9 8 11 -9 29 -11 -12 23 -14 15 17 22 26 24 21 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008444212722374582 0.0011105171609600826 0.00059036970626418221 0.00078668534800657502 0.00086935058146220701 0.0010157847535755054 0.00082618688660052913 0.00064943984985284134 0.0013682071352819336 0.00093750962041278571 0.00068460176333638972 0.0010540534948267522 0.00034955795620992159 0.00040823324351292367 0.0012632235175087339 0.0011042607728504179 0.0011615152991548267 0.00099485188033366224 0.0010414525833049202 0.001347035738909025 0.00079035030116796925 0.00061173546096124007 0.0011294941482184182 0.0010838233071799371 0.00049049221431396472 0.00084607421150654225 0.00012216889315565152 0.0007515604568629706 0.00078459675126063544 0.0010384734041717538 0.00068530611002741903
leaf_weight=22 74 199 26 26 71 32 52 62 22 32 28 36 105 28 268 1142 39 310 33 22 43 69 200 21 27 34 21 23 28 26
leaf_count=22 74 199 26 26 71 32 52 62 22 32 28 36 105 28 268 1142 39 310 33 22 43 69 200 21 27 34 21 23 28 26
internal_value=0 0.000647642 0.000590458 0.00109901 0.00070633 0.00111099 0.00045302 0.00114701 0.00104584 0.000912893 0.000808466 0.000418038 0.000488123 0.00113757 0.00106074 0.00114208 0.00102218 0.00107066 0.00110665 0.00107675 0.000708808 0.00119988 0.00114994 0.000297123 0.0010258 0.000239112 0.0009097 0.000610492 0.000929299 0.000800899
internal_weight=0 673 599 2448 325 2351 274 1514 837 103 97 248 157 1452 789 1430 88 757 420 318 69 102 1342 91 337 70 60 222 50 48
internal_count=3121 673 599 2448 325 2351 274 1514 837 103 97 248 157 1452 789 1430 88 757 420 318 69 102 1342 91 337 70 60 222 50 48
is_linear=0
shrinkage=0.00196078


Tree=5471
num_leaves=31
num_cat=0
split_feature=4 1 44 2 13 2 2 3 15 0 15 14 130 43 3 1 14 483 160 481 1456 479 483 1456 16 16 152 481 1209 51
split_gain=0.131221 0.0539767 0.0470574 0.0469105 0.0534416 0.0482308 0.0607105 0.0459723 0.0399407 0.0641988 0.0966657 0.0789812 0.0453882 0.055876 0.0450065 0.0604356 0.0566444 0.0433987 0.0573174 0.0491916 0.0854905 0.0423962 0.0556232 0.0399918 0.0526072 0.0575669 0.0394525 0.0476654 0.0401257 0.0531979
threshold=0.26790000000000008 0.14262000000000002 0.081805000000000017 0.13622000000000004 0.05868000000000001 0.12992500000000004 0.12358500000000001 0.63141500000000017 0.083195000000000005 -0.13027499999999997 -0.015039999999999998 0.08104500000000002 -0.054004999999999991 -0.51144999999999985 -0.12018999999999998 0.082005000000000008 0.078320000000000015 0.11494000000000001 -0.54913999999999985 -0.087424999999999989 0.089630000000000015 0.088785000000000017 0.11494000000000001 -0.084149999999999989 -0.021269999999999997 -0.0064149999999999997 0.084430000000000019 -0.050084999999999991 0.091045000000000001 -0.085534999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -2 9 10 11 -1 -11 -14 15 16 -10 18 -16 -20 23 22 26 -21 -25 -26 27 -15 29 -29
right_child=7 -3 -4 4 -6 -7 -8 -9 14 12 -12 -13 13 21 17 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0017954654683441991 0.0018213184586723195 -0.00059947545429871933 0.0067002975944584868 0.0027729773471275206 -0.0027487180486787111 0.0080810779531020668 -0.001910751792602241 -0.0031055347877554599 0.0082795837032608698 0.0068521657816017975 -0.0029482990377705156 0.0085492189833894366 -0.0018130054697394371 0.0056164983803523904 0.0083432042265000443 0.011067754908331805 0.00084347370069562692 4.7051813453435898e-05 4.9527421288075858e-05 0.0078348207864910365 0.010504316524602472 -0.00033144224351937219 0.0074763170944707885 0.0040610347138628454 -0.0031829954776912933 0.0028228668152108565 -0.00080978936027912879 0.0046784870176296766 -0.00086375034165526326 0.0030284246730317185
leaf_weight=129 357 31 48 65 24 24 20 20 20 40 38 20 20 103 30 21 21 28 32 25 20 28 36 756 20 79 21 263 22 760
leaf_count=129 357 31 48 65 24 24 20 20 20 40 38 20 20 103 30 21 21 28 32 25 20 28 36 756 20 79 21 263 22 760
internal_value=0 0.00354964 0.00359705 0.00354115 0.00128398 0.00361914 0.00357717 0.00155995 0.00362052 0.00328567 0.00155382 0.00270201 0.00353614 0.00343028 0.00409161 0.00670528 0.00447084 0.00392792 0.00404088 0.00390239 0.00403938 0.00351533 0.00360472 0.00389245 0.00377718 0.00160956 0.00348549 0.00356406 0.00336176 0.00345263
internal_weight=0 2744 2713 2665 89 2576 2552 377 2532 1480 187 149 1293 1253 1052 62 41 990 962 932 900 1233 1205 880 855 99 1169 1148 1045 1023
internal_count=3121 2744 2713 2665 89 2576 2552 377 2532 1480 187 149 1293 1253 1052 62 41 990 962 932 900 1233 1205 880 855 99 1169 1148 1045 1023
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 4 1 0 49 1 2 12 150 1 0 4 3 4 1 2 3 4 1 0 4 2 47
split_gain=39.3838 6.5612 4.36301 3.55472 2.39282 2.26303 1.38276 1.14459 0.951235 0.842415 0.760758 0.976764 0.664433 0.658576 0.616527 0.600468 0.525568 0.422359 0.335313 0.399255 0.314722 0.293238 0.278153 0.3297 0.27201 0.260652 0.268799 0.253425 0.244612 0.238116
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.077845000000000011 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.13501500000000002 0.09141500000000001 1.0000000180025095e-35 0.13436000000000001 -0.060129999999999996 -0.52556499999999995 -0.14847999999999997 0.057560000000000007 0.16175000000000003 -1.0000000180025095e-35 -0.0087149999999999988 0.00063500000000000004 0.076935000000000017 -0.010949999999999998 -0.036839999999999991 0.087995000000000004 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 5 4 6 29 10 16 -7 -5 11 12 -1 15 18 20 22 24 -12 -20 25 -18 -4 -24 -16 26 -6 -2 -14 -3
right_child=1 2 7 9 13 8 -8 -9 -10 -11 14 -13 28 -15 17 -17 21 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011179598269203241 0.0012135880495987687 0.00053243197835885279 0.00024986089491111073 0.0010378460318935352 0.0010751306057763296 0.0010421271800876307 0.0014246444330311412 0.0006696672670783812 0.00063311623194821029 0.00063459532177748633 0.0014425937100952745 0.0013020848643546009 0.00091828691505643322 0.00079222020329420564 0.0011431565158380042 0.00076195877057986931 0.00026250829427591836 0.00090643139541243898 0.00091189003421687613 0.0011913714578162718 0.00095422598045384502 3.9952700232617563e-05 0.00070719330724529632 0.00037233093809645461 0.0010003042655872246 0.0011798603136901327 0.00086663848001539666 0.00096846749287804749 0.00067943629075992195 0.00071280602359091749
leaf_weight=42 50 191 22 28 199 69 76 34 32 69 20 35 34 48 390 29 145 37 20 1129 93 27 20 26 59 81 27 24 32 33
leaf_count=42 50 191 22 28 199 69 76 34 32 69 20 35 34 48 390 29 145 37 20 1129 93 27 20 26 59 81 27 24 32 33
internal_value=0 0.000583267 0.000515219 0.00111884 0.00113402 0.000668873 0.00116558 0.000332965 0.00091254 0.000750998 0.00115463 0.00101742 0.000925167 0.00101003 0.00116649 0.0010344 0.000285266 0.00110779 0.00119089 0.00118651 0.00105415 0.000227572 0.000431197 0.000517923 0.00112439 0.00108443 0.00105022 0.00113409 0.000802481 0.000559005
internal_weight=0 673 599 2448 2351 325 1874 274 101 97 1798 143 108 477 1655 429 240 486 1169 1149 400 172 68 46 449 307 226 74 66 224
internal_count=3121 673 599 2448 2351 325 1874 274 101 97 1798 143 108 477 1655 429 240 486 1169 1149 400 172 68 46 449 307 226 74 66 224
is_linear=0
shrinkage=0.00196078


Tree=5473
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 0 49 2 1 4 49 4 150 12 50 4 157 1 40 1 2 1 1 2 3
split_gain=46.3106 7.01653 3.46443 3.29903 2.31442 2.09682 1.6404 1.37209 1.14479 1.1242 0.922205 1.30374 0.861108 0.820336 0.681125 0.591734 0.585358 0.513922 0.496287 0.456345 0.411678 0.407498 0.402644 0.355787 0.34735 0.313074 0.288532 0.28092 0.272569 0.267201
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14530500000000005 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 -0.10607499999999999 0.082865000000000008 0.14122000000000004 0.083135000000000014 0.0082450000000000006 -0.054984999999999992 -0.062539999999999984 1.0000000180025095e-35 0.09141500000000001 0.041865000000000006 -0.52556499999999995 -0.08107499999999998 0.13436000000000001 -0.077714999999999992 0.13075500000000004 0.31358000000000003 0.12958500000000003 0.122715 0.087995000000000004 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 23 10 -4 26 11 13 17 -1 18 -2 -11 -6 20 25 -12 -20 -18 -3 -5 -7 -8 -17 -15 -22
right_child=1 5 8 24 12 19 9 -9 -10 16 14 -13 -14 28 -16 27 22 -19 21 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012462011212234032 0.0008475421290314309 0.00051243992273053451 0.0011835790053439661 0.00072662859290740839 0.0011902365341895189 0.00029553498603747153 0.0010500138451483834 0.0015542411388490478 0.00073713346819546672 0.00091389115305914393 0.0015953445475221392 0.0014665256593222192 0.0008727885191233064 0.0010267410169526368 0.0011496500461889068 0.0012339348743724472 0.00062008247011084239 0.00091004756238032881 0.00099240476900344676 0.00052700542304140831 0.0011057183971884205 0.001271999984839197 0.00035077888226392223 0.00027349555276918644 0.00044752102820020095 2.6382622683972749e-05 0.00075321004086849742 0.00098447277655009367 0.00077846006585893064 0.0013344495715026949
leaf_weight=44 23 46 34 60 371 54 34 79 63 23 23 36 41 34 104 100 146 27 21 23 20 439 25 50 24 24 20 21 34 1078
leaf_count=44 23 46 34 60 371 54 34 79 63 23 23 36 41 34 104 100 146 27 21 23 20 439 25 50 24 24 20 21 34 1078
internal_value=0 0.000675996 0.00125676 0.000955698 0.00127175 0.000532687 0.000605618 0.00130123 0.00089362 0.000689862 0.00129032 0.00114192 0.00114336 0.00103759 0.00130336 0.00113584 0.000620211 0.00117123 0.00131347 0.000284289 0.00133572 0.00125924 0.000580711 0.00038799 0.000646884 0.000212719 0.000940087 0.00119064 0.000902601 0.00133028
internal_weight=0 673 2448 228 2351 445 344 1912 97 248 1833 148 439 112 1685 144 194 398 1581 101 1121 460 171 96 84 78 54 121 68 1098
internal_count=3121 673 2448 228 2351 445 344 1912 97 248 1833 148 439 112 1685 144 194 398 1581 101 1121 460 171 96 84 78 54 121 68 1098
is_linear=0
shrinkage=0.00196078


Tree=5474
num_leaves=31
num_cat=0
split_feature=1 11 4 3 43 43 15 39 52 151 16 0 10 12 48 3 15 48 16 3 0 2 48 160 43 13 12 43 160 1213
split_gain=0.288312 0.0802621 0.0716522 0.0605392 0.0546207 0.0514669 0.0522658 0.0638067 0.0633673 0.0555791 0.0427805 0.0425921 0.0427048 0.0400311 0.0389983 0.0607629 0.0437597 0.0383001 0.045372 0.0377011 0.0720542 0.0358117 0.0325777 0.0842859 0.0665793 0.0489419 0.0625231 0.0456574 0.0396639 0.0358159
threshold=0.102705 -1.0000000180025095e-35 -0.03898999999999999 0.149315 -0.081779999999999978 -0.24021999999999996 -0.0088349999999999974 0.087735000000000021 0.26391000000000003 0.050660000000000004 -0.040964999999999994 0.22582000000000002 -0.086389999999999981 0.092465000000000006 0.10168500000000001 -0.066704999999999987 -0.13578499999999996 0.08955500000000001 -0.36241499999999999 0.10732000000000001 -0.019414999999999998 0.14530500000000005 0.088735000000000022 -0.14835999999999996 -0.53814999999999991 0.061215000000000012 0.082095000000000015 -0.14035499999999998 -1.0000000180025095e-35 -0.5165749999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 -3 -4 7 8 9 21 -8 12 -1 -6 16 -16 17 18 -14 22 -21 -7 24 -24 -18 27 -27 -26 -28 -29
right_child=1 2 5 -5 13 6 10 -9 -10 -11 -12 -13 14 -15 15 -17 19 -19 -20 20 -22 -23 23 -25 25 26 28 29 -30 -31
leaf_value=0.00074187290389090784 -0.0032035466434899721 0.0022368223310030742 0.0070622026777038202 0.00035144960698248314 0.0095044826135216726 0.0022284244901692942 0.0021681406904525799 0.0010498978368839464 0.0075927448904673971 0.0071308794162882085 -0.0034766866751015191 0.00081954167967307435 0.0095410595725600924 0.0053881251096889312 0.0048555711196069063 -0.00056033804312055179 0.01056872670037242 0.010396936941469904 0.0039872336679285299 -0.0015330464547415349 0.0067602652590721853 0.0054891535940651713 -0.0017416481833523987 0.0050770655102593812 0.0083050014855783252 -0.00082310920115560295 0.0074263644813655468 0.0017849958972074092 0.0037769583404403265 0.0055984239083832644
leaf_weight=20 20 29 26 22 42 247 29 143 35 31 25 21 24 54 89 27 26 32 38 22 20 39 22 103 62 24 39 25 126 1659
leaf_count=20 20 29 26 22 42 247 29 143 35 31 25 21 24 54 89 27 26 32 38 22 20 39 22 103 62 24 39 25 126 1659
internal_value=0 0.0030454 0.0032185 0.00518875 0.00604012 0.0027148 0.00250892 0.00283118 0.00355483 0.00310901 -0.000445205 0.00530317 0.0053431 0.00718903 0.00538246 0.00359497 0.00547578 0.00758726 0.0061371 0.00538251 0.00241615 0.00267307 0.00544223 0.00387697 0.00554201 0.00547447 0.00394587 0.00563993 0.00463955 0.00554181
internal_weight=0 742 722 147 125 575 549 495 352 317 54 2379 2358 96 2338 116 2222 94 62 2128 42 286 2086 125 1961 1935 189 1746 165 1684
internal_count=3121 742 722 147 125 575 549 495 352 317 54 2379 2358 96 2338 116 2222 94 62 2128 42 286 2086 125 1961 1935 189 1746 165 1684
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 2 1 47 0 49 1 4 1 4 0 47 12 3 13 0 3 1 2 3 160 3 1
split_gain=19.341 3.17833 1.45112 1.36485 1.09613 0.931373 0.645306 0.537239 0.437928 0.436509 0.40305 0.371361 0.52653 0.357465 0.312615 0.232622 0.194042 0.248411 0.1904 0.222717 0.313916 0.256002 0.185802 0.18416 0.176606 0.171899 0.16636 0.224032 0.150431 0.227343
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.13501500000000002 0.09253500000000002 0.13082500000000002 -0.10607499999999999 0.082865000000000008 0.085345000000000018 0.0061450000000000003 0.122715 -0.55119499999999988 -0.079119999999999982 0.10648500000000001 -0.010834999999999999 0.11658 -0.0087749999999999981 -0.14454499999999995 0.31370500000000007 0.13075500000000004 0.08622500000000001 -0.097174999999999984 -0.054789999999999998 0.076840000000000006 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 18 6 11 10 -7 -4 23 12 13 22 16 -2 -13 -18 19 21 -21 -3 -1 28 -5 -15 27 -19 29 -6
right_child=1 4 9 24 7 8 -8 -9 -10 -11 -12 14 -14 25 -16 -17 17 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010125903828360008 0.00085444827137466444 0.00052176974348577799 0.00083264954379548106 0.000562367271464312 0.00046201280477334137 0.00084140616036838594 0.0010938714724611958 0.00016518117089335825 0.0006426115200536788 0.0005553917550400728 0.00058314699379607244 0.0011072120855531425 0.0010249938483072002 0.00078978325917718575 0.00082294518730028244 0.00065907518240227098 0.00094040327867212512 0.00062384132880206195 0.00072792846198175469 0.00074063182603158336 0.00049612711318578926 0.00026049309777118523 0.0007752302682538535 0.00026420197411556532 0.00036381678305736753 0.00056873328336951837 0.00090365830034971775 0.00086347033921020482 0.0004956532143485531 0.00027117492575315805
leaf_weight=21 122 46 34 61 42 379 79 50 48 61 35 23 36 21 116 29 1146 20 20 33 52 21 32 60 24 38 316 60 40 56
leaf_count=21 122 46 34 61 42 379 79 50 48 61 35 23 36 21 116 29 1146 20 20 33 52 21 32 60 24 38 316 60 40 56
internal_value=0 0.000520404 0.000892174 0.00070505 0.000424632 0.000901839 0.000920364 0.000349603 0.000819059 0.000654621 0.000389179 0.00091287 0.000818709 0.000752402 0.00092116 0.000816926 0.00092844 0.000925774 0.00054808 0.000524416 0.000591052 0.000439877 0.000869279 0.000354892 0.000506306 0.000647412 0.000883437 0.000803563 0.000394322 0.000352963
internal_weight=0 691 2430 236 455 2335 1908 283 427 95 233 1829 148 112 1681 151 1565 1542 172 152 85 67 53 198 85 59 396 80 138 98
internal_count=3121 691 2430 236 455 2335 1908 283 427 95 233 1829 148 112 1681 151 1565 1542 172 152 85 67 53 198 85 59 396 80 138 98
is_linear=0
shrinkage=0.00196078


Tree=5476
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 13 4 3 4 11 47 1 4 3 0 1 132 3 13 12 3 13 47 49 1 0 151
split_gain=25.9161 3.10789 2.5642 2.43803 1.61845 1.23126 1.03398 0.820071 0.601375 0.615296 0.574865 0.545176 0.429878 0.364924 0.343753 0.336824 0.54435 0.326357 0.310293 0.307602 0.418126 0.303579 0.286088 0.284036 0.483259 0.280534 0.265092 0.280186 0.199244 0.198397
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.092550000000000007 -0.16363499999999997 -1.0000000180025095e-35 0.024790000000000003 -0.11171999999999999 0.053925000000000008 1.0000000180025095e-35 0.077555000000000013 0.086105000000000015 -0.046564999999999988 0.092670000000000016 0.14486500000000005 0.12337000000000002 0.08764000000000001 0.20828500000000003 1.0000000180025095e-35 0.093965000000000007 -0.10217499999999997 -0.0082249999999999979 0.091680000000000011 -0.066019999999999981 0.10089500000000001 -0.22491999999999998 -0.082829999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 10 22 12 -6 18 -10 -1 17 23 15 -14 -12 -17 -8 -2 20 -3 28 -5 24 -4 26 27 -9 -11 -28
right_child=1 19 6 5 7 -7 11 25 9 21 13 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00068989061128185171 0.00052248790074570651 0.00032459793417574531 0.0006744166312654034 0.0011098704112121481 0.001011898478400021 0.00053350818721135929 0.00099772516536759796 0.00085679279178119008 0.00087807485651151802 0.00051682283543050289 0.0010864644356076984 0.00084592560011655527 0.0012641690101672259 0.0011917461440259336 0.001003686714322627 0.00096773066697946567 0.00062578049639435806 0.00077329729522155602 0.0003648031988171655 0.00044941482952140407 6.7690588063540393e-05 0.00039604360119296336 0.00086893241929624854 0.0010522668363730425 0.0010549127524336816 0.0008300160641612921 0.00067679390754921327 0.00057353544819588754 0.00076694108326645454 0.00046418810596036232
leaf_weight=26 98 60 21 24 31 44 595 29 28 25 58 124 64 32 28 96 22 26 94 29 41 33 90 1218 33 31 27 25 24 45
leaf_count=26 98 60 21 24 31 44 595 29 28 25 58 124 64 32 28 96 22 26 94 29 41 33 90 1218 33 31 27 25 24 45
internal_value=0 0.000539114 0.000995455 0.000614768 0.000855933 0.000812121 0.00102337 0.000720461 0.000511517 0.000627115 0.000964775 0.000964627 0.00105546 0.000999135 0.00118489 0.000964115 0.000903977 0.000988329 0.000445288 0.000271417 0.000220309 0.000541422 0.000919656 0.0010461 0.000906942 0.000662916 0.000621804 0.000725655 0.00063933 0.000543915
internal_weight=0 590 2531 460 422 158 2109 188 302 110 234 745 1364 208 92 176 118 621 192 130 101 82 114 1272 54 157 126 54 49 72
internal_count=3121 590 2531 460 422 158 2109 188 302 110 234 745 1364 208 92 176 118 621 192 130 101 82 114 1272 54 157 126 54 49 72
is_linear=0
shrinkage=0.00196078


Tree=5477
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 2 14 48 2 4 1 3 0 159 15 0 47 4 475 52 14 1 13 4 39 131
split_gain=35.3613 5.61164 3.16955 2.82922 2.04472 1.81021 1.22584 1.06607 0.92639 0.881005 0.849327 0.672858 0.570318 0.488808 0.470559 0.57868 0.506342 0.342072 0.329811 0.449085 0.323865 0.29141 0.251096 0.262891 0.244294 0.224133 0.209352 0.208692 0.208402 0.206429
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.090425000000000019 0.13501500000000002 0.13082500000000002 0.092845000000000025 0.10699500000000002 0.062655000000000016 -0.015314999999999997 0.14753000000000002 0.27834500000000006 0.085345000000000018 -0.11171999999999999 -0.23001499999999997 0.030370000000000005 -0.23060499999999998 -0.15931499999999996 0.090100000000000013 -0.013514999999999998 -0.087794999999999998 0.40674500000000008 -0.41790499999999997 0.11588000000000001 -0.075129999999999988 0.033845000000000007 0.088025000000000006 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 20 10 11 12 -5 25 14 -7 13 -4 22 -16 -17 18 -13 -20 27 -21 -1 -24 -15 -6 -23 -3 -29 -2
right_child=1 2 7 8 9 6 -8 -9 -10 -11 -12 17 -14 24 15 16 -18 -19 19 21 -22 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010858107326912278 0.0012608994131254475 0.00055859348128733661 0.00068251659618873226 0.0011118025029849047 0.0011955445503173748 0.00089165018527072011 0.0008359553534735383 0.00079514403347325565 0.00071731229623158777 0.00068494002446369928 0.0014830535454146288 0.0013782343248915829 0.00029740504847437728 0.0006058633890538628 0.00086586221906484343 0.00090184385431747803 0.0012210538467420464 0.0012637081436082428 0.00089164167406602141 0.0011875837378933583 0.00083143331964881514 0.0011683200326773279 0.0012795099888384663 0.0010521346389078625 0.00038295564198157373 0.0009784494695462291 0.0010541478143427086 0.00073906140696711057 0.00051671212606904226 0.0010277042114267164
leaf_weight=28 54 99 40 37 41 35 48 34 60 27 59 24 87 24 20 20 427 125 26 397 33 107 869 20 89 33 146 71 21 20
leaf_count=28 54 99 40 37 41 35 48 34 60 27 59 24 87 24 20 20 427 125 26 397 33 107 869 20 89 33 146 71 21 20
internal_value=0 0.000688467 0.000625535 0.00119596 0.000756498 0.0012095 0.00114091 0.000470196 0.000867788 0.000988114 0.00125266 0.00115793 0.000424161 0.000496238 0.00124284 0.00119217 0.00120677 0.00116922 0.00115235 0.00114433 0.000652064 0.00115444 0.00126864 0.00127439 0.000430299 0.00109873 0.00110243 0.000621074 0.000688308 0.00119787
internal_weight=0 673 599 2448 325 2351 908 274 97 101 1443 860 240 153 1384 467 447 825 700 676 224 650 917 889 113 74 253 191 92 74
internal_count=3121 673 599 2448 325 2351 908 274 97 101 1443 860 240 153 1384 467 447 825 700 676 224 650 917 889 113 74 253 191 92 74
is_linear=0
shrinkage=0.00196078


Tree=5478
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 124 2 1 2 12 2 2 49 43 3 15 16 3 4 150 4 131 1 2 0 10
split_gain=44.6794 7.06543 4.72151 3.40838 3.05355 2.22891 1.57425 1.14554 1.05439 0.989503 0.891303 0.759822 0.965407 0.525823 0.460642 0.42849 0.386917 0.369123 0.459015 0.475665 0.375489 0.362436 0.3505 0.33337 0.278964 0.271401 0.265686 0.253586 0.238906 0.234313
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.13082500000000002 0.062655000000000016 -0.080389999999999989 0.14122000000000004 0.089770000000000016 0.090425000000000019 0.088245000000000004 -0.0091949999999999983 0.17025000000000004 -0.08130999999999998 -0.025214999999999998 0.11658 -0.018314999999999994 -0.076669999999999988 -0.0049599999999999991 -0.50940999999999981 1.0000000180025095e-35 0.053180000000000012 0.09055500000000001 0.122185 0.088745000000000004 -0.060129999999999996 -0.38851999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 17 8 -6 15 11 16 23 13 14 22 -13 -4 -5 26 21 20 -20 -19 -1 24 -7 -2 -3 -24 -15 -17
right_child=1 2 7 9 6 10 -8 -9 -10 -11 -12 12 -14 28 -16 29 -18 18 19 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016257079615109209 0.0013762893013185406 0.0006516197057046877 0.00042074294268230493 0.00099621688888083771 0.0011926529314175609 0.0012694984365813279 0.00071256871655260437 0.00080644363164901727 0.0015737683249885453 0.0012480210335481733 0.00091979960536398085 0.0010010832351963726 0.00086315598637373757 0.0013215018849974795 0.0013027322827203337 0.0003234092163848782 0.00069044495757717306 0.00071676026341716827 0.00064378494812008396 0.00040176863053318864 0.00094535864770093703 0.0010120156791616746 0.00139633478985532 0.0010074444525337146 0.00115467420621225 0.0011179241665544356 0.00045071832106299397 0.0013091867691690114 0.0011567510007058873 5.2999059624850432e-05
leaf_weight=23 54 99 119 26 85 284 38 25 76 28 41 21 23 564 266 28 41 31 57 22 22 33 704 26 114 22 34 157 36 22
leaf_count=23 54 99 119 26 85 284 38 25 76 28 41 21 23 564 266 28 41 31 57 22 22 33 704 26 114 22 34 157 36 22
internal_value=0 0.000737484 0.000667784 0.00130254 0.00078441 0.00131735 0.00104433 0.000414696 0.00134756 0.000938468 0.00119586 0.00133797 0.00124968 0.00135642 0.00128066 0.000356745 0.000809103 0.000677126 0.000739083 0.000656758 0.000727767 0.000869001 0.00138682 0.00122256 0.00123661 0.0013015 0.000600261 0.00138044 0.00131162 0.000204429
internal_weight=0 691 615 2430 421 2335 123 194 1870 95 465 1794 310 1484 287 169 67 298 165 101 79 64 884 424 398 76 133 861 600 50
internal_count=3121 691 615 2430 421 2335 123 194 1870 95 465 1794 310 1484 287 169 67 298 165 101 79 64 884 424 398 76 133 861 600 50
is_linear=0
shrinkage=0.00196078


Tree=5479
num_leaves=31
num_cat=0
split_feature=1 52 3 2 52 454 2 43 43 13 2 1 0 3 133 150 150 160 156 3 0 3 3 0 13 13 15 16 15 42
split_gain=0.679754 0.162414 0.100901 0.0690205 0.0688118 0.0666751 0.0642087 0.0577836 0.0703372 0.0671424 0.0598964 0.0917761 0.0717801 0.0519048 0.0458336 0.0976474 0.0802978 0.0592774 0.075872 0.0760777 0.0625067 0.0829994 0.0825858 0.0616326 0.0831436 0.0683186 0.0532318 0.0686715 0.0640682 0.057048
threshold=0.102705 -0.40967499999999996 0.31370500000000007 0.092120000000000021 0.19022000000000003 -1.0000000180025095e-35 -0.13033999999999998 -0.035139999999999991 -0.24021999999999996 -0.0079349999999999993 0.11389000000000002 0.10871500000000002 -0.043914999999999989 -0.028564999999999997 0.017095000000000003 0.089910000000000018 0.083250000000000005 0.030480000000000004 0.11386000000000002 0.097915000000000016 -0.11242999999999999 -0.11171999999999999 -0.23446499999999998 -0.077084999999999987 -0.036034999999999991 -0.011914999999999999 -0.074054999999999996 -0.088909999999999989 -0.067579999999999987 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 -1 8 -7 -10 11 -9 -13 -11 15 17 26 18 19 20 -5 22 -22 25 -25 -23 27 -16 -28 -29
right_child=1 2 -4 14 -6 7 -8 10 9 13 -12 12 -14 -15 16 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.0032977684628514741 0.0086967175328569058 -0.0012678247143048794 0.0013783570031185627 0.011307393838293277 0.0078992609213668092 0.0085454977207029097 0.0087381890826992072 0.0036458196697554631 0.0041510441637113635 0.0026281086976814548 0.0043543078270259095 0.012741427877182632 0.0053401063312776388 -0.0031111912264560281 0.0066803680120134049 0.00075748408585786823 0.013699768771990563 0.0095108133327248025 0.011639469596384852 0.0014150789371811816 0.0065337729593738922 0.0070021335276708539 -0.0025538991671055556 0.004964047225146759 0.010634725616047426 0.0010223416017432665 0.0018825531981530646 0.016308523621410134 0.0076558580480147742 0.0097157130516799441
leaf_weight=22 94 20 103 26 63 26 1557 34 162 40 116 38 20 26 38 25 26 87 27 31 20 56 20 41 70 29 21 21 227 35
leaf_count=22 94 20 103 26 63 26 1557 34 162 40 116 38 20 26 38 25 26 87 27 31 20 56 20 41 70 29 21 21 227 35
internal_value=0 0.00481224 0.00424875 0.00827899 0.00479122 0.00438499 0.00866239 0.0046297 0.00361766 0.00305571 0.00586555 0.00777102 0.0101892 0.000367172 0.00752227 0.00682367 0.00834236 0.00719628 0.00656702 0.00609959 0.00665387 0.00614119 0.00198994 0.00698839 0.00854015 0.00496197 0.00793508 0.00996152 0.00716699 0.012188
internal_weight=0 742 648 2379 545 482 1579 462 254 228 208 92 58 66 800 432 368 407 320 293 262 236 40 196 111 85 342 94 248 56
internal_count=3121 742 648 2379 545 482 1579 462 254 228 208 92 58 66 800 432 368 407 320 293 262 236 40 196 111 85 342 94 248 56
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 47 14 457 42 2 0 49 4 1 43 3 4 4 0 3 4 1 3 157 12 12 1 39 1429
split_gain=26.1537 3.49493 3.01889 2.7002 1.73347 1.03206 0.833047 0.794763 0.715098 0.693119 0.6663 0.429753 0.644494 0.41212 0.366406 0.351847 0.415506 0.288749 0.273278 0.355618 0.39275 0.253572 0.243585 0.221063 0.198235 0.268807 0.194597 0.222189 0.189639 0.188831
threshold=0.10752500000000002 0.13471500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.13082500000000002 0.076975000000000002 0.080930000000000016 -0.0060199999999999993 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 -0.025214999999999998 0.11658 0.41379000000000005 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.27287000000000006 0.15471500000000002 0.42240500000000009 -0.0045449999999999996 0.089005000000000015 -1.0000000180025095e-35 0.083345000000000016 0.08456000000000001 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 29 22 11 10 -4 21 12 14 18 -1 -2 17 -17 -13 -20 -21 26 -3 -24 -22 -26 -6 -28 -11 -5
right_child=1 6 9 5 8 -7 -8 -9 -10 28 -12 13 -14 -15 -16 16 -18 -19 19 20 24 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0010312264222116056 0.00047530145447615438 0.00035469994424072574 0.0010286496656676241 0.0011654387648199118 0.00081727749326315909 0.00060983947853604438 0.00067039648822790219 0.0012719357901928472 0.00066889580704417885 0.00047185715251401358 0.00074530201730108362 0.0012958427981647385 0.0011976577374020953 0.00096671204987694231 0.00081006211608096403 0.00090814885735331975 0.00053994564626283514 0.00061864183753047115 0.0010943500643697097 0.00079667282862072228 0.001176180192198369 0.00077436335238755915 0.00031211294440759555 3.2991539668657029e-05 0.00080247895609514383 0.0010412853064696189 0.00098281267635421461 0.0010934995405739629 0.00068870176579438006 0.00095414668170482097
leaf_weight=48 109 126 22 20 21 36 29 75 34 20 48 23 36 125 72 26 86 27 1277 28 36 20 24 20 20 193 270 94 69 87
leaf_count=48 109 126 22 20 21 36 29 75 34 20 48 23 36 125 72 26 86 27 1277 28 36 20 24 20 20 193 270 94 69 87
internal_value=0 0.000574774 0.0010332 0.000682435 0.0010477 0.000897019 0.000363237 0.00107405 0.000943153 0.000717008 0.000963737 0.00106606 0.000967558 0.00107509 0.000898528 0.000558703 0.000624104 0.000760664 0.00108368 0.00108054 0.00101685 0.000989626 0.00031084 0.00018524 0.00104161 0.00101886 0.00100081 0.0010114 0.000639973 0.000993641
internal_weight=0 590 2531 391 2420 143 199 1933 487 111 453 1858 156 1702 120 248 139 53 1577 1554 277 405 170 44 249 213 385 364 89 107
internal_count=3121 590 2531 391 2420 143 199 1933 487 111 453 1858 156 1702 120 248 139 53 1577 1554 277 405 170 44 249 213 385 364 89 107
is_linear=0
shrinkage=0.00196078


Tree=5481
num_leaves=31
num_cat=0
split_feature=1 52 1 52 123 2 10 2 12 12 43 483 2 131 49 49 1429 49 1429 159 160 52 12 51 0 43 13 4 49 0
split_gain=0.668187 0.158109 0.0970855 0.0813074 0.0669445 0.0642462 0.0589623 0.0567242 0.0456973 0.0528949 0.0812907 0.0523986 0.0722846 0.0478865 0.0443913 0.0435275 0.0735828 0.0581387 0.0462007 0.0770759 0.0590279 0.0584659 0.0669868 0.0650074 0.0699683 0.0524168 0.0613967 0.0507936 0.051853 0.048842
threshold=0.102705 -0.42635499999999998 0.14860500000000001 0.19022000000000003 0.12067000000000001 0.092120000000000021 -0.062879999999999978 -0.13033999999999998 0.11903500000000002 0.10742000000000002 0.070450000000000013 0.085510000000000017 0.11448000000000001 0.095715000000000008 0.11560500000000001 0.085970000000000005 0.083985000000000018 0.09517500000000001 0.083985000000000018 0.03981500000000001 -0.085764999999999994 -0.19683499999999995 0.08401500000000002 0.081440000000000026 -0.14723999999999998 0.0034250000000000005 -0.085384999999999975 0.0082450000000000006 0.005085000000000001 -0.09595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 8 7 -4 -1 9 10 11 13 -13 -3 15 18 17 -17 21 20 -20 22 -9 24 -23 26 -25 28 29 -26
right_child=1 2 6 -5 -6 -7 -8 14 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.0035744301334489138 0.008763681531176128 0.0033444751094415465 -0.0038674470584373921 0.0080501650245423662 -0.0012578551164118663 0.0075167189097110169 0.0025951340561732651 0.016227217450399289 0.0081616015449981205 0.00011924803578134243 0.0090142348202297811 0.01176843088818714 0.0043066160507953246 0.0081662108862391586 0.0050018656442262005 0.010925466774762431 0.015117726857877441 0.006284398347900318 0.0038777325453702364 0.0022702007616559666 0.010406994217385848 0.012692006456200035 0.0089096034395283671 0.011017391770420706 0.012358308571572531 0.0019969363475129719 0.0060217564168851823 0.0056603891358603369 0.004275322559988126 0.0088311705583646715
leaf_weight=22 89 323 20 64 21 800 48 22 32 29 37 20 37 22 32 79 27 41 20 30 45 46 29 34 41 21 89 52 24 925
leaf_count=22 89 323 20 64 21 800 48 22 32 29 37 20 37 22 32 79 27 41 20 30 45 46 29 34 41 21 89 52 24 925
internal_value=0 0.00480967 0.00427076 0.00468647 0.00427328 0.0082468 0.000694375 0.0086167 0.00450558 0.0042556 0.00452884 0.00411601 0.0069248 0.00365195 0.00868794 0.00876529 0.010401 0.00933977 0.0085908 0.0064629 0.00839799 0.00874836 0.0120662 0.00861101 0.00887528 0.00661433 0.00740266 0.00870679 0.0088668 0.00898087
internal_weight=0 742 653 585 521 2379 68 1579 500 468 439 402 57 345 1557 1525 147 120 1378 95 65 1283 51 1232 1088 144 123 1042 990 966
internal_count=3121 742 653 585 521 2379 68 1579 500 468 439 402 57 345 1557 1525 147 120 1378 95 65 1283 51 1232 1088 144 123 1042 990 966
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 1 0 391 47 4 2 14 50 131 16 0 48 12 14 1 1447 52 1
split_gain=20.1031 3.14875 2.00147 1.7746 1.47947 1.18581 0.859553 0.660854 0.633853 0.543847 0.528865 0.438087 0.237744 0.206902 0.206396 0.187949 0.262485 0.217542 0.281926 0.212499 0.180927 0.162015 0.161833 0.159956 0.15985 0.159213 0.15846 0.150364 0.143472 0.143468
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.13082500000000002 0.090540000000000023 -0.22491999999999998 -1.0000000180025095e-35 0.078345000000000012 0.41555500000000006 0.14019000000000004 -0.46413499999999996 0.081075000000000022 0.09031500000000002 0.11346000000000002 -0.15350499999999997 0.081805000000000017 0.095780000000000018 -0.42495999999999995 0.15799000000000005 -0.082869999999999985 -0.16675999999999999 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 15 6 8 29 10 -5 12 25 -1 -12 -15 17 19 18 -3 -17 -2 -7 -20 -11 27 -4 -27 -16 -10 -6
right_child=1 2 11 9 7 21 -8 -9 28 23 13 -13 -14 14 24 16 -18 -19 22 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00096970009073516872 0.00099703271375579743 0.00069959455984535898 0.00043129630828274689 0.00088898276894533337 0.00093111400330947718 0.00051931996870544341 0.00056635589822761571 0.00053507472107972617 0.00096028698695020058 0.00043570603384009371 0.00072599885661963888 0.00057582824280130252 0.00090211422688343758 0.00070363863092828903 0.0010570449170236493 0.00081703799320202242 0.00040090846508240499 0.00029058312303295326 0.00056260498460232076 0.00054587578218357239 0.00078778737315944591 0.00074794820033398965 0.00042778072211736639 0.00063392408403176365 0.00087038070404073351 0.00029148391185807368 0.00013176426194268906 0.00091810765156791652 0.0011501985756879839 0.0007677760054880285
leaf_weight=1092 47 21 23 28 39 26 24 39 20 24 27 22 245 20 32 20 21 25 45 25 24 22 143 45 311 104 31 467 65 44
leaf_count=1092 47 21 23 28 39 26 24 39 20 24 27 22 245 20 32 20 21 25 45 25 24 22 143 45 311 104 31 467 65 44
internal_value=0 0.000535766 0.000489706 0.00091841 0.000563545 0.000929134 0.000935491 0.000745602 0.000939379 0.000658506 0.000932942 0.000316595 0.000957315 0.000894918 0.000900413 0.000489509 0.00058192 0.000463444 0.000484121 0.000666392 0.000926302 0.000624108 0.000460052 0.000564979 0.000905272 0.000280499 0.000254808 0.000927017 0.00110551 0.000844525
internal_weight=0 673 602 2448 422 2351 2303 122 2279 97 2194 180 1337 857 830 300 66 234 209 45 71 48 188 69 810 158 135 499 85 83
internal_count=3121 673 602 2448 422 2351 2303 122 2279 97 2194 180 1337 857 830 300 66 234 209 45 71 48 188 69 810 158 135 499 85 83
is_linear=0
shrinkage=0.00196078


Tree=5483
num_leaves=31
num_cat=0
split_feature=1 3 1 45 0 4 2 391 1447 16 4 2 2 2 4 3 15 13 52 159 11 1447 475 1429 49 49 475 1209 402 1212
split_gain=0.639455 0.153001 0.0863698 0.112262 0.0801662 0.0655304 0.0645667 0.0675843 0.0622737 0.0575672 0.056069 0.0481374 0.0573479 0.0752439 0.0685163 0.0611755 0.0465417 0.0460841 0.0456804 0.127519 0.0507494 0.0463571 0.0490584 0.125197 0.0657516 0.103493 0.156173 0.0535015 0.0507646 0.0671356
threshold=0.102705 -0.063814999999999997 0.14699000000000004 0.10526500000000001 -0.0058249999999999994 0.40124500000000002 0.090425000000000019 -1.0000000180025095e-35 -0.082954999999999987 -0.40995499999999996 0.41257000000000005 0.13404500000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.033174999999999989 -0.014944999999999998 -0.43375999999999998 -0.11122999999999998 0.4002400000000001 -0.46267499999999995 0.078065000000000009 0.022105000000000003 -0.085774999999999976 0.083725000000000008 0.11560500000000001 0.085970000000000005 -0.0034549999999999993 0.083050000000000013 -0.08738499999999999 0.087490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 11 9 6 17 -8 -9 -4 -2 12 15 -14 -15 -3 -12 -1 20 -20 21 22 23 -19 25 27 -27 -24 29 -29
right_child=1 2 4 -5 -6 -7 7 8 -10 -11 16 -13 13 14 -16 -17 -18 18 19 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.011587744834357684 0.0076175193559933213 0.006307357229317339 -0.0017442852041858713 0.011407568992304039 -0.004818217520423787 0.0026748616650531243 0.0017496405821293593 0.011483723679557443 0.0074463721173560985 0.0049470908700540248 0.006494315657009548 0.0020214357616790191 0.010017007722278997 0.010016674983004729 0.0039204221500225662 0.00066136999979432001 0.0010338643358813392 0.0099463673094539237 0.010155057592468488 0.0017952256176310283 0.012474329604513267 0.013162985643638032 0.0081733618511506401 0.0016032525950244497 0.003031981378305881 0.019057888659122196 0.0094699784862593978 0.0067239332802970205 0.01400065508981546 0.012508893249822515
leaf_weight=49 188 28 20 21 20 22 20 40 851 36 37 101 31 21 151 61 27 37 37 36 33 21 977 35 21 23 65 47 30 35
leaf_count=49 188 28 20 21 20 22 20 40 851 36 37 101 31 21 151 61 27 37 37 36 33 21 977 35 21 23 65 47 30 35
internal_value=0 0.00474485 0.00371506 0.0042839 0.000616384 0.00810727 0.00815798 0.00749858 0.00762762 0.00255731 0.00674721 0.00390325 0.00455415 0.00548207 0.00466473 0.00243764 0.00419069 0.00857341 0.00846768 0.0060324 0.00860195 0.00850297 0.00842591 0.00589069 0.00857828 0.00867724 0.0119759 0.00841068 0.0104809 0.00919312
internal_weight=0 742 490 414 76 2379 2357 911 891 56 252 393 292 203 172 89 64 1446 1397 73 1324 1291 1270 72 1198 1177 88 1089 112 82
internal_count=3121 742 490 414 76 2379 2357 911 891 56 252 393 292 203 172 89 64 1446 1397 73 1324 1291 1270 72 1198 1177 88 1089 112 82
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 14 1 2 1 0 150 4 4 14 15 10 15 131 47 13 3 4 12 475 12 0
split_gain=28.543 4.50618 2.90977 2.22971 1.53347 1.49003 0.97178 0.778029 0.766781 0.766256 0.649522 0.527432 0.475575 0.479447 0.4618 0.37758 0.270316 0.258678 0.251382 0.271098 0.216436 0.212918 0.210737 0.204606 0.193277 0.189585 0.188853 0.172594 0.163366 0.152348
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.062655000000000016 0.09253500000000002 0.14753000000000002 0.089770000000000016 -0.095504999999999993 1.0000000180025095e-35 0.27834500000000006 -0.075889999999999999 -0.41790499999999997 -0.41942499999999994 -0.38124499999999995 -0.095869999999999983 0.091440000000000007 0.090100000000000013 0.049530000000000012 0.090900000000000009 -0.55119499999999988 0.090020000000000017 -0.07675499999999999 0.096475000000000019 -0.076579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 22 9 11 28 14 12 -5 15 16 20 27 -4 25 -17 -13 -20 -14 -2 -3 -15 26 -1 -18 -7 -6 -27
right_child=1 2 6 10 7 8 -8 -9 -10 -11 -12 18 13 23 -16 17 24 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0013107295661049093 0.0011270106791064804 0.00056016846598806627 0.00059036986642133657 0.00098954288819600692 0.0011046110806303198 0.001126443595588565 0.00071153362811196086 0.00061143883887459258 0.00073758375954972519 0.0012872169515014908 0.00065326154083616451 0.00037361970108559393 0.00097305918538492494 0.0010792968189982145 0.00074769935302357684 0.00054935701477826985 0.0011048663408117533 0.0003199809239815127 0.00030584508049137453 2.9378016433660306e-05 0.00073107364158008783 0.0008901786833417181 0.00072985629966693902 0.00092550776992508257 0.0009127850564221991 0.0011390402602498213 0.0010364886770380161 0.0010013750492398423 0.00091215733301134021 0.0010634445219496848
leaf_weight=22 54 191 40 34 28 49 34 30 48 79 63 32 30 226 26 24 528 89 25 30 27 20 33 39 26 591 220 316 43 124
leaf_count=22 54 191 40 34 28 49 34 30 48 79 63 32 30 226 26 24 528 89 25 30 27 20 33 39 26 591 220 316 43 124
internal_value=0 0.00060652 0.000550126 0.00106247 0.000675608 0.00107449 0.000401289 0.000876189 0.000971468 0.00109814 0.000771133 0.000357337 0.00108999 0.00102157 0.00100018 0.000426651 0.00110457 0.000368698 0.00023544 0.000155045 0.000858434 0.001063 0.000585167 0.00105666 0.00107898 0.00113145 0.00108476 0.00101817 0.000988055 0.00112593
internal_weight=0 673 599 2448 325 2351 274 101 439 1912 97 240 1833 322 391 153 1511 113 87 55 57 74 224 265 774 737 748 365 71 715
internal_count=3121 673 599 2448 325 2351 274 101 439 1912 97 240 1833 322 391 153 1511 113 87 55 57 74 224 265 774 737 748 365 71 715
is_linear=0
shrinkage=0.00196078


Tree=5485
num_leaves=31
num_cat=0
split_feature=1 52 3 124 2 1456 160 456 11 12 16 376 157 484 15 14 1 15 14 0 49 15 0 1 51 4 0 133 1455 376
split_gain=0.638495 0.151819 0.0930587 0.068921 0.0716259 0.0688542 0.0629234 0.0595363 0.0590876 0.0581048 0.050879 0.0492803 0.0479203 0.0655195 0.0460198 0.0795782 0.0658042 0.0455097 0.0440561 0.0537331 0.120591 0.0862702 0.0882289 0.106611 0.0576034 0.0537393 0.0788746 0.0626029 0.0561033 0.0416556
threshold=0.102705 -0.40967499999999996 0.31534000000000006 -0.076779999999999987 0.13501500000000002 -0.049894999999999995 -0.24498999999999996 0.090345000000000009 0.095720000000000013 -0.42850999999999995 0.13751500000000003 0.084545000000000009 -0.081749999999999975 -0.077774999999999983 -0.24436499999999997 -0.47071999999999997 0.10587000000000001 -0.093244999999999981 0.062655000000000016 -0.10836499999999999 0.036705000000000008 0.083195000000000005 -0.14226499999999997 0.085475000000000009 0.0038750000000000004 0.022185000000000003 -0.099059999999999995 0.11524500000000001 0.086925000000000016 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 11 8 -3 -7 12 18 -4 -6 17 -8 -14 15 -15 -16 -1 19 20 21 22 23 -5 -25 26 -21 28 -27 -18
right_child=1 2 9 4 10 6 7 -9 -10 -11 -12 -13 13 14 16 -17 29 -19 -20 25 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0071275699553079901 0.0085103950811242883 0.0096203234788306349 0.0044414200899856437 0.011916241354774685 0.0015272710812967961 0.0094464695604983724 -0.0003075600840384141 -3.9932381121381643e-05 0.0028914748399984092 -0.00075254022459765634 0.008090207082707258 0.0089502038356537635 0.0093799089796708108 0.0089643776416778575 0.0014048104375176944 0.0022269313672514841 0.0064041800593558854 0.0016045429378848623 0.010701472439890874 0.014278565840989663 0.010567011021043141 0.010942758126184345 -0.00060507194866659124 -0.00056961155708201911 0.0060775254445616161 0.0067882866422318061 0.0085068836790347362 0.0021279742615297435 0.012463449835777282 0.0025100093320361339
leaf_weight=25 94 27 35 20 27 24 20 31 20 56 21 27 28 20 39 142 194 37 77 24 54 20 32 22 32 135 1761 25 20 32
leaf_count=25 94 27 35 20 27 24 20 31 20 56 21 27 28 20 39 142 194 37 77 24 54 20 32 22 32 135 1761 25 20 32
internal_value=0 0.00475475 0.00420995 0.00811466 0.00822077 0.00469433 0.00444339 0.00420608 0.0083026 0.00124514 0.00439856 0.00538441 0.00448319 0.00469378 0.00438649 0.00305871 0.00519818 0.00383157 0.0083513 0.00826694 0.00661325 0.00491879 0.00378219 0.00567938 0.00336943 0.00841842 0.00858449 0.00677159 0.00752057 0.00585279
internal_weight=0 742 648 2379 2290 557 530 506 2242 91 48 89 475 455 427 162 265 62 2222 2145 180 126 106 74 54 1965 1785 180 155 226
internal_count=3121 742 648 2379 2290 557 530 506 2242 91 48 89 475 455 427 162 265 62 2222 2145 180 126 106 74 54 1965 1785 180 155 226
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 14 42 2 42 454 1 4 475 150 0 43 52 1429 0 1 3 0 156 3 147 1 2
split_gain=26.3716 3.07967 3.0172 2.36629 1.7149 1.15182 1.01536 0.843219 0.773178 0.66462 0.60664 0.394831 0.386068 0.344809 0.322416 0.293073 0.292177 0.27395 0.234878 0.276291 0.234462 0.233122 0.217744 0.209635 0.202621 0.249726 0.189427 0.177147 0.16732 0.159054
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.076175000000000007 -0.076394999999999977 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.16175000000000003 0.00063500000000000004 -0.066784999999999983 0.089910000000000018 -0.14832499999999996 -0.078654999999999989 0.0031350000000000002 -0.015219999999999999 -0.11173999999999999 0.104035 0.14121000000000003 -0.079119999999999982 -1.0000000180025095e-35 -0.12711499999999995 0.08955500000000001 0.093575000000000019 0.14753000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 8 27 11 12 -4 15 -5 14 -8 21 -7 17 -16 -13 23 -2 -1 -17 -20 -23 -26 -27 -3 -11 -9
right_child=1 6 9 7 -6 10 13 29 -10 28 -12 18 -14 -15 16 22 -18 -19 19 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00081370345983796874 0.0010021005031684289 0.00045656641536708528 0.00090691228540671633 0.00078992060447384766 0.00054421836465662083 0.00098201429005175173 0.00023324211351828544 0.00033839448360905005 0.0011440991406711514 0.0006681601513582224 0.00061429575092766288 0.00035149806040968886 0.00067921497508619119 -1.8846033067972052e-05 0.0011161735178421312 0.00085402930323083147 0.00069931538938025194 0.00088723067879334263 0.00075709754470683604 0.0004201660626659206 0.00077471207956897391 0.00097607677250927322 0.00065242485832190549 0.00050736292040133796 0.0011287191308330935 0.00078049735731243388 0.00092779031678567707 0.00025636419131164895 0.00047143510405313663 0.00012576330607943064
leaf_weight=42 22 113 21 21 45 68 126 38 77 22 41 31 21 25 22 323 29 232 28 37 84 1077 22 24 22 37 362 20 68 21
leaf_count=42 22 113 21 21 45 68 126 38 77 22 41 31 21 25 22 323 29 232 28 37 84 1077 22 24 22 37 362 20 68 21
internal_value=0 0.000448585 0.000908919 0.00058506 0.000923418 0.000930603 0.000301537 0.000459532 0.000951595 0.000592813 0.00084178 0.000541889 0.000943556 0.000191506 0.000946601 0.000864363 0.000885772 0.00090706 0.000498484 0.000549681 0.000821906 0.00095778 0.000841173 0.000641835 0.000961819 0.000925345 0.000914132 0.000426461 0.000519523 0.000262712
internal_weight=0 590 2531 306 2420 2375 284 200 1921 111 454 141 1844 151 1823 413 283 254 120 89 106 1540 345 52 1498 421 399 133 90 59
internal_count=3121 590 2531 306 2420 2375 284 200 1921 111 454 141 1844 151 1823 413 283 254 120 89 106 1540 345 52 1498 421 399 133 90 59
is_linear=0
shrinkage=0.00196078


Tree=5487
num_leaves=31
num_cat=0
split_feature=1 3 0 124 2 16 150 14 16 15 1 4 133 42 16 11 49 0 12 1 51 4 0 484 16 157 3 16 43 4
split_gain=0.633535 0.142725 0.0905147 0.0760195 0.064983 0.0548444 0.055155 0.0541347 0.108666 0.0969888 0.0899581 0.0857227 0.0534508 0.0527211 0.0508676 0.0481737 0.0449754 0.0609656 0.0584601 0.0768053 0.0516639 0.0436464 0.0587789 0.0485106 0.0476871 0.0548656 0.0452295 0.042497 0.0416509 0.0614714
threshold=0.10337500000000001 -0.063814999999999997 0.089620000000000019 -0.076779999999999987 0.13501500000000002 -0.23935499999999996 0.082565000000000013 -0.23083499999999998 -0.074929999999999983 -0.46471999999999997 0.14173500000000003 -0.17966999999999997 0.089405000000000012 -0.0060199999999999993 -0.29154999999999992 0.095720000000000013 0.0093850000000000027 -0.15202999999999997 -0.094384999999999983 0.13604000000000002 0.10027500000000002 -0.50052499999999989 -0.060129999999999996 0.084750000000000006 0.19444000000000003 -0.0048549999999999991 0.092670000000000016 0.13751500000000003 -0.04652499999999999 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 13 15 6 -2 8 -3 -10 11 -9 16 -1 -14 21 18 -18 -13 20 -20 24 26 28 -5 -26 -23 -6 -24 -30
right_child=1 2 -4 4 27 -7 -8 10 9 -11 -12 12 14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0080495370860892129 0.0028296346525598509 0.011555849870469851 -0.0028384833441426355 0.014055914657190442 0.0018233297625556589 0.0076416425687057202 0.0085155427145461246 0.010143481732600115 0.007816928883011524 -0.00099870554889397076 0.00017938365722009519 0.0098095576829192316 0.003459820767434744 0.003278000741429104 -0.0032482505345251414 0.0032797083421610296 -0.0026830622204579418 0.0044936666104557184 0.0043865016164258124 -0.0011806151692078195 0.0097470032145446622 0.0083339275822441918 0.0096321825918398406 0.0015758480445947501 0.01161193485769783 0.0060035064123274591 0.0054000261455291404 0.0078213570794711511 0.0087221437806470539 0.0032050106947755681
leaf_weight=39 59 26 21 25 27 160 24 22 26 24 71 22 26 57 20 20 20 29 125 22 21 1950 38 20 37 33 54 21 36 46
leaf_count=39 59 26 21 25 27 160 24 22 26 24 71 22 26 57 20 20 20 29 125 22 21 1950 38 20 37 33 54 21 36 46
internal_value=0 0.0045884 0.00357998 0.00797367 0.00808841 0.00655961 0.00447375 0.00387687 0.00631215 0.00358542 0.00338723 0.00412912 0.00366485 0.00521644 0.000543268 0.00816577 0.00426566 0.00156439 0.0049623 0.00432754 0.00515753 0.00820942 0.00811648 0.00613548 0.0103069 0.00896796 0.00825487 0.00444747 0.00689542 0.00562717
internal_weight=0 718 475 2403 2307 243 83 454 76 50 378 307 285 96 46 2259 239 49 190 168 146 2239 2144 140 95 70 2004 48 120 82
internal_count=3121 718 475 2403 2307 243 83 454 76 50 378 307 285 96 46 2259 239 49 190 168 146 2239 2144 140 95 70 2004 48 120 82
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 0 2 15 4 1 0 4 49 16 15 47 4 3 3 1 394 16 2 15 4 15 15
split_gain=15.8729 2.74819 1.35515 1.24852 0.984706 0.849604 0.673525 0.601365 0.538401 0.477365 0.421069 0.397215 0.393179 0.348164 0.292767 0.286113 0.245189 0.184873 0.239497 0.186608 0.184523 0.265931 0.198743 0.169722 0.161648 0.136131 0.164773 0.131884 0.181556 0.169561
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.033845000000000007 -0.11173999999999999 0.17025000000000004 -0.098289999999999975 -0.062539999999999984 0.077845000000000011 -0.079119999999999982 0.27834500000000006 -0.054984999999999992 -0.10850999999999998 0.024640000000000006 0.10648500000000001 0.42642000000000008 0.30112000000000005 0.084940000000000015 0.13075500000000004 -0.079154999999999989 -0.039889999999999988 0.11411 -0.41942499999999994 -0.49013999999999996 0.050935000000000008 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 17 6 7 8 10 11 -1 -6 -4 -10 16 -2 -9 18 19 -3 21 22 -13 -15 -12 -5 -27 -25 29 -29
right_child=1 4 12 25 9 -7 -8 14 13 -11 24 20 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=0.00088632798981114083 0.00053153804539903709 0.00038759296021236668 0.00075153587881673955 0.00053435476858505781 0.0005598348561747402 0.00053713896731827772 0.0009730505998777686 0.00078180466636040759 0.00083364468463800127 0.00011516648045211447 0.00048828324629758872 0.00038807628926972124 0.0004748604547386111 0.00059912437171328302 0.00049350824416241547 0.00076498056883997476 0.00066243850692114092 0.00064950484632889203 0.00065300760535048495 0.00057890102376832676 0.00021624611850996848 0.00048472556350996198 0.00021331900464839341 0.00084131342596896962 0.00069238195013181843 0.00047190008008697696 0.00025467930617285709 0.00075556056975734 0.0007973179959486549 0.00062103302125968466
leaf_weight=22 24 107 28 31 25 48 84 149 1190 50 37 44 67 20 22 127 119 21 20 24 70 36 58 119 25 29 25 136 315 49
leaf_count=22 24 107 28 31 25 48 84 149 1190 50 37 44 67 20 22 127 119 21 20 24 70 36 58 119 25 29 25 136 315 49
internal_value=0 0.000449178 0.00078597 0.000620875 0.000360121 0.00079531 0.000800728 0.000794158 0.000806771 0.000289008 0.000653277 0.000326314 0.000556407 0.000813821 0.000710953 0.000727877 0.000728803 0.000477127 0.000453154 0.000422642 0.000298246 0.00033984 0.000288704 0.000776903 0.000570581 0.000430789 0.000371335 0.000782647 0.000768684 0.000719929
internal_weight=0 691 2430 236 455 2335 2287 2203 1913 283 84 233 95 1829 290 151 268 172 151 131 208 138 102 639 62 85 54 619 500 185
internal_count=3121 691 2430 236 455 2335 2287 2203 1913 283 84 233 95 1829 290 151 268 172 151 131 208 138 102 639 62 85 54 619 500 185
is_linear=0
shrinkage=0.00196078


Tree=5489
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 4 14 1 2 4 2 49 1 1 2 4 13 47 40 0 1 43 4 15 1 0 49 475
split_gain=46.1103 7.30941 3.69293 3.50508 2.45475 2.06395 1.53041 1.27224 1.19998 1.10173 1.06115 1.00079 1.19716 0.693505 0.470518 0.462709 0.398871 0.357523 0.459818 0.398422 0.330115 0.315748 0.311107 0.296101 0.281461 0.276181 0.272813 0.245252 0.223837 0.219377
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.090425000000000019 -0.35136499999999998 1.0000000180025095e-35 -0.054984999999999992 0.12408500000000001 0.090540000000000023 0.31358000000000003 -0.013514999999999998 -0.078279999999999975 0.089785000000000018 -0.077714999999999992 -0.14001499999999997 0.13075500000000004 0.064745000000000011 0.42642000000000008 0.090455000000000021 0.122715 -0.026509999999999995 -0.081604999999999997 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 7 20 8 10 -5 15 -8 -13 -2 24 29 -6 23 -19 21 -3 -20 -4 -12 28 -10 -15 -7 -14 -1
right_child=1 4 22 9 16 27 11 -9 25 -11 17 12 14 26 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010930669036506109 0.00075290503369924283 0.00043255632100599632 0.00062204518574563892 0.0010822055758231651 0.00025155898652653405 0.00093356458978219466 0.0010135714733411395 0.00072278582203885093 0.0015263188268226239 0.00064172748798382927 0.0011911319264595818 0.00093339976580703954 0.0007009902119458687 0.0011567973986633612 0.00036442437395894239 0.0011429404037743237 -2.8434609564815256e-05 0.0011808525983135474 0.00079507016891832739 0.0012685820378509221 0.00020367302238603359 0.0010339695763022967 0.00035851900922317129 0.0010553225918332925 0.00073227619290776856 0.001299845546910418 0.00091217190973342404 0.00065227188900405283 0.00048540908581855003 0.0012427295318634846
leaf_weight=39 24 47 61 34 71 22 21 22 47 61 372 30 23 106 58 241 27 127 24 25 50 187 24 74 33 37 21 26 95 1092
leaf_count=39 24 47 61 34 71 22 21 22 47 61 372 30 23 106 58 241 27 127 24 25 50 187 24 74 33 37 21 26 95 1092
internal_value=0 0.00059454 0.000874555 0.00116857 0.000449301 0.00118359 0.00052476 0.00119203 0.00119659 0.000799372 0.00118774 0.000603174 0.000567114 0.00105858 0.000514538 0.00122095 0.000174418 0.00113141 0.00108572 0.00103453 0.000314575 0.0010068 0.000547638 0.0011686 0.000572197 0.00142656 0.00111635 0.000781198 0.000527429 0.00123757
internal_weight=0 691 236 2430 455 2335 357 2287 2265 95 2181 260 239 151 209 1372 98 809 363 236 97 211 85 446 151 84 127 48 118 1131
internal_count=3121 691 236 2430 455 2335 357 2287 2265 95 2181 260 239 151 209 1372 98 809 363 236 97 211 85 446 151 84 127 48 118 1131
is_linear=0
shrinkage=0.00196078


Tree=5490
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 150 1 2 4 2 47 12 4 15 15 1 3 14 1 0 4 4 4
split_gain=40.9767 6.74902 4.06533 3.32009 2.3044 1.83007 1.35903 1.3142 1.09856 0.990382 0.989137 0.893793 0.76471 0.657936 0.808044 0.630861 0.456216 0.41561 0.324308 0.403608 0.298441 0.295092 0.315582 0.290734 0.229119 0.22847 0.279558 0.220998 0.209893 0.206463
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.14122000000000004 0.14285500000000004 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.27834500000000006 -0.0091949999999999983 0.090100000000000013 0.09141500000000001 -0.51843499999999987 0.013270000000000002 -0.41942499999999994 0.14754500000000001 0.086245000000000016 -0.41790499999999997 0.076935000000000017 -0.030209999999999997 -0.031404999999999995 -0.036839999999999991 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 17 6 13 11 29 -5 12 15 25 18 16 -4 -15 -3 19 -1 -20 -13 -23 -21 -17 26 -7 -25 -2 -6
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 21 -14 14 -16 24 -18 -19 20 23 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0015441947791422781 0.0012959381856170354 0.00059826869351970813 0.0006812577011778224 0.0011254362401046554 0.001270095818179523 0.0011593534487868917 0.0015097013483414093 0.00078078515294857642 0.00062383971134432009 0.00071018854085990216 0.0008240837596681117 0.00036465878414299101 0.0008302879354105192 0.00092681181781432205 0.00084307554920780509 0.00056526347423726012 0.0012145718597780552 0.00083656813761200577 0.0011390000941962795 0.0012765068014307459 0.0012567554529977736 0.00026226972364455317 -2.1224302734173889e-05 0.0012679968421046961 0.00033931759341309465 0.0012543225338095235 0.00095366268556992882 0.0010032509938531712 0.0010728617436161227 0.0010421181488938693
leaf_weight=21 50 191 39 34 21 274 76 34 24 63 41 37 28 23 28 22 268 33 146 1091 191 36 26 22 80 87 28 27 24 56
leaf_count=21 50 191 39 34 21 274 76 34 24 63 41 37 28 23 28 22 268 33 146 1091 191 36 26 22 80 87 28 27 24 56
internal_value=0 0.000664939 0.000595923 0.00121124 0.000744243 0.00122591 0.00125282 0.000419997 0.000990127 0.000855739 0.00111469 0.000368885 0.00114326 0.00124207 0.00116122 0.000469151 0.00119183 0.000633375 0.00125929 0.00127483 0.00120574 0.000226083 0.000143385 0.00126987 0.000388051 0.00116579 0.00114028 0.00112212 0.00122359 0.00110429
internal_weight=0 673 599 2448 325 2351 1893 274 101 97 458 240 417 1817 319 141 291 224 1498 1161 337 99 62 1140 102 389 302 49 74 77
internal_count=3121 673 599 2448 325 2351 1893 274 101 97 458 240 417 1817 319 141 291 224 1498 1161 337 99 62 1140 102 389 302 49 74 77
is_linear=0
shrinkage=0.00196078


Tree=5491
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 0 1 4 1 1 150 4 1 40 1 1 12 4 15 50 49 0 15 4
split_gain=55.8322 9.09201 5.1472 4.27673 3.00914 2.72667 2.12562 1.5248 1.47933 1.32241 1.21741 0.749719 0.852508 0.69453 0.68565 0.626401 0.549022 0.536896 0.458669 0.417533 0.36744 0.366178 0.365089 0.342097 0.314169 0.312291 0.306013 0.294984 0.326401 0.294067
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.085345000000000018 -0.15289999999999995 0.12337000000000002 0.16175000000000003 1.0000000180025095e-35 0.0061450000000000003 0.13075500000000004 -0.077714999999999992 0.13288500000000003 0.12958500000000003 0.09141500000000001 -0.52556499999999995 -0.097454999999999986 0.041865000000000006 -0.078034999999999979 -0.15202999999999997 -0.03241999999999999 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 19 21 11 -4 16 12 27 -9 -2 25 29 22 -5 -3 -15 -8 23 -13 -14 -6 -11 -1 -29 -7
right_child=1 4 9 18 15 10 7 13 -10 26 -12 17 24 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0048047211672237362 0.0045321826881273156 0.0037620314145230473 0.0044503759347856251 0.0040021087297427106 0.0035003813359532421 0.0045461343375474139 0.0043863974503029861 0.0042327927958731556 0.0049012807931201252 0.0041093861430902259 0.0041442488780265669 0.0049164054440517047 0.0045117307878008075 0.0038822919714684581 0.004185535557995522 0.0031959269115793493 0.0042416873476863685 0.0045014108119801402 0.0036813798293568729 0.0035031820605782903 0.0036099657655399749 0.004052034125608556 0.004595650829536709 0.0046576039394736618 0.0042119738475265029 0.0037582533219281365 0.003836039198087711 0.0046637032880168664 0.0043668157524532738 0.0044223826871825295
leaf_weight=23 117 46 34 60 65 309 34 20 76 31 41 20 20 142 27 21 30 110 24 50 22 20 443 1082 41 25 32 35 24 97
leaf_count=23 117 46 34 60 65 309 34 20 76 31 41 20 20 142 27 21 30 110 24 50 22 20 443 1082 41 25 32 35 24 97
internal_value=0 0.00394369 0.00458137 0.00426208 0.00378055 0.00459963 0.00387351 0.00397285 0.00463332 0.00413873 0.00446728 0.004622 0.00448579 0.00388783 0.00446719 0.00350086 0.00449765 0.00463377 0.00391047 0.00362721 0.00384576 0.00426256 0.00464319 0.0046623 0.00431025 0.00357201 0.00397054 0.00461636 0.00454294 0.00451657
internal_weight=0 673 2448 228 445 2351 334 238 1874 97 477 1798 143 184 144 111 436 1655 84 96 164 54 1545 1102 61 90 63 82 59 406
internal_count=3121 673 2448 228 445 2351 334 238 1874 97 477 1798 143 184 144 111 436 1655 84 96 164 54 1545 1102 61 90 63 82 59 406
is_linear=0
shrinkage=0.00196078


Tree=5492
num_leaves=31
num_cat=0
split_feature=1 3 2 124 2 2 2 2 40 4 14 42 0 4 49 0 4 15 132 2 133 43 123 3 4 0 394 3 475 50
split_gain=1.17507 0.243307 0.119888 0.110519 0.103033 0.103101 0.0993825 0.0913007 0.0756902 0.0755152 0.0737028 0.0725626 0.0691698 0.136243 0.0997125 0.0992999 0.0755715 0.0688115 0.0658929 0.0888013 0.0621025 0.0607449 0.0669735 0.0874937 0.0552824 0.0550712 0.0711259 0.0585799 0.0560337 0.0506672
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -0.076779999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.11474000000000002 0.13501500000000002 -0.077474999999999988 -0.050494999999999991 0.062655000000000016 -0.0060199999999999993 -0.10836499999999999 0.0033150000000000007 -0.007794999999999999 -0.15599999999999997 0.022185000000000003 -0.41942499999999994 0.088890000000000011 0.25063000000000007 0.11524500000000001 -0.078654999999999989 0.10695000000000002 0.11658 -0.15464999999999998 -0.079119999999999982 -0.079154999999999989 -0.059315 -0.091889999999999986 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 11 8 -6 17 10 -3 -7 12 -1 13 15 -15 -5 25 -2 19 -4 -18 -11 23 -23 -12 27 -27 29 -28 -14
right_child=1 2 18 7 5 9 -8 -9 -10 21 24 -13 16 14 -16 -17 20 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.013510653156882678 0.0073955209770550333 0.0083786466642848997 0.0058294865087626267 0.011305960965048718 0.014238331818610037 0.013065592916400144 0.0082954729398313377 0.0093340912096512817 0.0029033158264355737 0.0045704990073085526 0.021082292452809358 0.0079127899719312333 0.014529140650869117 0.0096514225495047887 0.01574143052055705 0.0032857470142726715 0.012614391264980243 0.01350243982178654 0.0091779522673712793 -0.0011637305654585363 0.0073379207845741456 0.012684368581765077 0.0033858697896357627 0.0075773495151986213 0.015169357034028509 0.0073711495101451878 0.017203072697628993 0.018918792276443649 0.013186760368415904 0.01245385979554315
leaf_weight=39 21 51 46 38 38 33 70 48 50 43 21 57 1019 40 82 26 157 152 23 30 26 55 20 86 64 20 37 28 568 133
leaf_count=39 21 51 46 38 38 33 70 48 50 43 21 57 1019 40 82 26 157 152 23 30 26 55 20 86 64 20 37 28 568 133
internal_value=0 0.00890103 0.00758437 0.0135114 0.00839957 0.00940277 0.0114747 0.0136498 0.00566809 0.00862745 0.0137415 0.0101869 0.0136285 0.0117845 0.0137447 0.00804775 0.0138011 0.0127611 0.00448826 0.00306901 0.0118647 0.00790952 0.0088013 0.00956945 0.0166302 0.0139974 0.0132384 0.0143994 0.0134324 0.0142895
internal_weight=0 718 475 2403 376 275 243 2307 101 237 2259 96 2174 186 122 64 1988 173 99 76 183 204 161 141 85 1805 625 1180 605 1152
internal_count=3121 718 475 2403 376 275 243 2307 101 237 2259 96 2174 186 122 64 1988 173 99 76 183 204 161 141 85 1805 625 1180 605 1152
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 4 12 4 4 2 2 4 14 47 47 1 2 0 12 4 3 49 3 4 13 47 12 0 0 16
split_gain=42.7631 4.96458 4.47782 3.01853 3.00221 1.76812 1.59741 1.32835 1.24498 1.20572 0.914367 0.754101 0.710146 0.686942 0.613347 0.57846 0.441624 0.423575 0.374168 0.342501 0.400182 0.306198 0.282311 0.280447 0.257861 0.230821 0.224113 0.212065 0.207256 0.200019
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.092390000000000014 0.085055000000000006 0.27287000000000006 0.091545000000000015 -0.17966999999999997 0.40124500000000002 0.14285500000000004 0.13501500000000002 0.00063500000000000004 0.076175000000000007 0.077555000000000013 0.091680000000000011 0.16175000000000003 0.11389000000000002 -0.14001499999999997 -1.0000000180025095e-35 -0.059649999999999988 0.090900000000000009 -0.085174999999999987 -0.13309499999999996 0.052250000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.093965000000000007 -0.093584999999999988 -0.074229999999999977 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 24 9 12 -5 26 18 11 27 17 16 21 -7 19 -4 -3 -1 -21 -9 -13 -19 25 -2 -6 -8 -20 -23
right_child=1 5 6 7 8 15 10 14 -10 -11 -12 22 -14 -15 -16 -17 -18 23 28 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001062505660350729 0.00033109531338163537 0.00038280789422638276 0.00082005101613307776 0.0010307393008086529 0.0011120125706143239 0.00015800604928561376 0.001172657452043699 0.00072492510567303582 0.00048289681602826061 0.00016034091757584354 0.00067103259541370251 0.00066389644281098653 0.0013261391759833412 0.0012237237297854169 0.00081544689336941257 -0.00016430695983124714 0.00064950836639778291 0.0010916866675419958 0.00053253703577623096 0.00095268506200325398 0.00066970148273542821 0.00056990776729132556 0.00090973541470918534 0.0009778735278608492 0.00052885580380971633 0.00055196722207205063 0.00089119145936145398 0.0010154464413359931 0.00079226154582432925 0.00039752791684856962
leaf_weight=71 87 25 24 28 24 149 35 21 29 42 36 20 46 35 31 25 20 1108 21 83 25 43 176 90 71 23 67 574 27 65
leaf_count=71 87 25 24 28 24 149 35 21 29 42 36 20 46 35 31 25 20 1108 21 83 25 43 176 90 71 23 67 574 27 65
internal_value=0 0.000419942 0.00100613 0.000821759 0.000596184 0.000236381 0.00104302 0.000636746 0.000836684 0.000425034 0.000976763 0.000990436 0.00108697 0.000970401 0.000567798 0.000111697 0.000925847 0.00107797 0.000577322 0.000956722 0.00088718 0.000508285 0.00088465 0.00108314 0.000436736 0.000377278 0.00094943 0.00102448 0.000678632 0.000466161
internal_weight=0 590 2531 422 301 289 2109 188 120 115 841 805 1268 234 160 174 199 1222 73 179 108 129 196 1198 181 110 91 609 48 108
internal_count=3121 590 2531 422 301 289 2109 188 120 115 841 805 1268 234 160 174 199 1222 73 179 108 129 196 1198 181 110 91 609 48 108
is_linear=0
shrinkage=0.00196078


Tree=5494
num_leaves=31
num_cat=0
split_feature=1 52 1 1 4 2 4 14 15 52 12 43 147 2 0 4 13 0 148 43 1 13 129 15 11 4 0 129 1452 48
split_gain=1.14969 0.160432 0.155769 0.119754 0.116486 0.0931857 0.126509 0.090794 0.0903486 0.0904236 0.0710182 0.076306 0.067742 0.0646553 0.062973 0.0608409 0.054513 0.0638216 0.0519863 0.0595874 0.0880161 0.0505361 0.0489101 0.0476364 0.0826825 0.0455213 0.108795 0.0917549 0.0884377 0.0786788
threshold=0.10920500000000001 -0.53964499999999982 0.094385000000000011 0.13559000000000002 -0.17966999999999997 0.10644500000000001 -0.07168999999999999 0.062655000000000016 0.093115000000000017 1.0000000180025095e-35 0.088105000000000003 -0.079914999999999986 0.089365000000000014 0.088125000000000023 -0.068944999999999992 0.2623950000000001 -0.059629999999999996 -0.10474999999999998 -0.068554999999999991 -0.078844999999999985 0.10587000000000001 1.0000000180025095e-35 0.11234000000000001 -0.23060499999999998 0.081365000000000007 -0.082769999999999982 -0.06563999999999999 0.096450000000000022 -1.0000000180025095e-35 0.091035000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 10 -4 7 -7 12 9 13 11 -3 22 14 -6 -12 17 -5 -15 -20 -21 -18 23 -1 25 29 27 28 -27 -25
right_child=1 3 4 16 8 6 -8 -9 -10 -11 15 -13 -14 18 -16 -17 21 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.017463504653424024 0.016233560975108828 0.0041957345882630238 0.014088309066083153 0.0071572893148137114 0.011987836412577467 0.0047487656361664896 0.011984489596772778 0.016487055314502803 0.012876604951301277 0.013097024116931217 0.01196509680957206 0.0084252708950522236 0.0083928110823035234 0.010821113036945463 0.0061620321124792104 0.0069153949892257942 0.01002120797509431 0.0020224613676379836 0.0083169499032117213 -0.001415191185757673 0.0072416693842767381 0.0048866504076413991 0.01810176014842 0.014292303878315833 0.0066743688471615319 0.0064924985240213577 0.0061693041585385803 0.0070861350301688972 0.013196376399359822 0.0078759868629276752
leaf_weight=25 21 56 86 37 55 27 230 83 77 42 80 179 30 20 28 34 36 70 34 24 23 41 20 430 20 20 24 26 1223 20
leaf_count=25 21 56 86 37 55 27 230 83 77 42 80 179 30 20 28 34 36 70 34 24 23 41 20 430 20 20 24 26 1223 20
internal_value=0 0.00766034 0.0126834 0.00732256 0.0108402 0.0130126 0.0112243 0.0132519 0.00991826 0.00891033 0.00841093 0.00741738 0.0131058 0.00795468 0.0100225 0.010459 0.0052582 0.00379806 0.00625537 0.00512803 0.00282114 0.00728722 0.013184 0.013129 0.0130675 0.0131409 0.0128394 0.0129655 0.0130885 0.0140071
internal_weight=0 554 2567 533 389 2178 257 1921 303 226 349 235 1838 184 83 114 184 107 101 81 47 77 1808 1788 1763 1743 1293 1269 1243 450
internal_count=3121 554 2567 533 389 2178 257 1921 303 226 349 235 1838 184 83 114 184 107 101 81 47 77 1808 1788 1763 1743 1293 1269 1243 450
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 42 0 49 2 4 1 16 0 4 15 15 4 1 16 49 4 2 47 3 14
split_gain=27.9487 4.66797 2.79138 2.47503 1.53072 1.39492 1.0051 0.822846 0.754992 0.694052 0.662857 0.607573 0.744168 0.484031 0.536499 0.4776 0.472179 0.387486 0.339654 0.516277 0.298076 0.292756 0.315882 0.274662 0.363542 0.268478 0.266433 0.25017 0.236443 0.231213
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.13501500000000002 -0.076394999999999977 -0.10607499999999999 0.082865000000000008 0.14285500000000004 0.27834500000000006 0.083135000000000014 -0.52595999999999987 -0.076579999999999995 -0.49013999999999996 0.085550000000000015 -1.0000000180025095e-35 -0.013514999999999998 0.076935000000000017 -0.45661999999999997 -0.009244999999999998 0.0061450000000000003 0.087995000000000004 0.090100000000000013 -0.097174999999999984 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 11 13 -6 16 -5 12 15 14 -4 -1 -7 25 -19 20 -20 22 28 -23 -25 -13 -17 -3 -18 -16
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 17 -14 -15 29 26 21 18 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010919218297572003 0.0011133873923057339 0.00059669121581965056 0.00067455094361976501 0.0011013711617440401 0.0010248858453867943 0.00076246406712563212 0.0013708763797076143 0.00073109042531066288 0.00065388766573924641 0.00080510202926139239 0.00070781263650632371 0.0011623297158000658 0.0012656974441864911 0.00030007627498447766 0.00058218096241806491 0.00092293126325981292 0.00091551342463701117 0.001216745646386829 0.00098567805161663136 0.0010913951389349733 0.00067226298299490235 0.0011777717958797106 0.0011967904775012264 0.00073389205095522549 0.0010119561573764808 0.0010508051309114932 0.00065925344665005217 0.00078157450532318222 0.0010911911327407193 0.00035520486118198902
leaf_weight=37 74 191 39 21 71 21 70 34 30 48 76 1229 31 99 22 34 36 47 28 137 20 33 95 20 188 89 26 33 162 80
leaf_count=37 74 191 39 21 71 21 70 34 30 48 76 1229 31 99 22 34 36 47 28 137 20 33 95 20 188 89 26 33 162 80
internal_value=0 0.000648783 0.000591386 0.00109996 0.000714288 0.00111262 0.00114067 0.000445608 0.000914688 0.0010313 0.000793016 0.00113107 0.00100123 0.000405164 0.000478949 0.000916715 0.00105087 0.00114179 0.0010679 0.00103008 0.000855088 0.00106221 0.00110384 0.00101159 0.000985219 0.0011548 0.000808671 0.000623928 0.00105925 0.00040416
internal_weight=0 673 599 2448 325 2351 1748 274 101 603 97 1678 128 240 141 97 555 1550 232 185 48 534 293 241 208 1318 60 224 198 102
internal_count=3121 673 599 2448 325 2351 1748 274 101 603 97 1678 128 240 141 97 555 1550 232 185 48 534 293 241 208 1318 60 224 198 102
is_linear=0
shrinkage=0.00196078


Tree=5496
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 0 49 4 2 1 4 4 150 12 157 160 4 2 47 48 3 131 0 3 3
split_gain=25.0471 4.14585 2.63465 2.21941 1.34678 1.14229 0.930217 0.695548 0.634354 0.579492 0.5717 0.68021 0.57076 0.492504 0.435288 0.434303 0.415707 0.387279 0.264465 0.304967 0.246983 0.244397 0.238561 0.23525 0.178788 0.166295 0.166185 0.160139 0.162793 0.146716
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.13501500000000002 -0.10474999999999998 0.082865000000000008 0.40473500000000007 0.14285500000000004 0.083345000000000016 0.0082450000000000006 0.42051500000000003 1.0000000180025095e-35 0.09141500000000001 -0.08107499999999998 -0.067824999999999983 -0.52556499999999995 0.087995000000000004 0.090100000000000013 0.081805000000000017 -0.13309499999999996 0.091440000000000007 -0.07929499999999999 -0.13309499999999996 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 10 13 -5 17 11 14 -6 16 -1 18 -4 25 21 -20 -18 -12 -16 -3 -10 -7 -2 -23 -29 -27
right_child=1 2 7 8 12 9 -8 -9 24 -11 15 -13 -14 -15 22 -17 20 -19 19 -21 -22 27 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.00099789151797393836 0.0010837556176109425 0.00054249393396171809 0.00057016721832513987 0.00097472621988849476 0.0009379635950011859 0.0010750055526054828 0.0012574970881232969 0.00065610950357240924 0.00048812805945845015 0.00073493652106977982 0.0012749181201289275 0.0011630441189980974 0.00062255679273649171 0.00025044943981976055 0.00086658435770536012 0.00092409336734481122 0.00052975881604042812 0.00073200779016021516 0.00078820122612847216 0.0010300776712435684 0.00029031157917653797 0.0010793048338579967 0.00063906496921350118 0.00072422084471612585 0.00069768966023438901 0.00079895489940456314 0.00087452266730514232 0.00085609978015668766 0.0010382348090326751 0.0009726673771238909
leaf_weight=49 54 190 52 28 71 59 79 34 24 48 23 36 32 99 37 98 22 26 21 439 67 968 34 32 45 20 20 23 105 286
leaf_count=49 54 190 52 28 71 59 79 34 24 48 23 36 32 99 37 98 22 26 21 439 67 968 34 32 45 20 20 23 105 286
internal_value=0 0.000589355 0.000535263 0.00101647 0.000654665 0.00102846 0.00104917 0.000393637 0.000725809 0.000938261 0.00104019 0.000926655 0.000839973 0.000356453 0.000855738 0.00105075 0.000430881 0.000963221 0.00105861 0.00101904 0.000349501 0.00107488 0.000757631 0.000568689 0.000624799 0.000979691 0.00102721 0.00107069 0.00100551 0.000961314
internal_weight=0 673 599 2448 325 2351 1912 274 97 439 1833 156 103 240 120 1677 141 391 1579 460 89 1119 71 222 69 365 74 1096 128 306
internal_count=3121 673 599 2448 325 2351 1912 274 97 439 1833 156 103 240 120 1677 141 391 1579 460 89 1119 71 222 69 365 74 1096 128 306
is_linear=0
shrinkage=0.00196078


Tree=5497
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 2 3 42 1 14 47 0 157 16 4 49 4 49 0 15 133 43 131 1455 52 484 402 43 4 484
split_gain=1.22569 0.275323 0.15013 0.108554 0.0907328 0.0861034 0.100382 0.0744716 0.070074 0.064931 0.0639811 0.0610203 0.137139 0.149073 0.220913 0.140162 0.072844 0.072536 0.0618631 0.0533784 0.0532252 0.0527382 0.0513819 0.0507427 0.0504623 0.0497473 0.0475815 0.123311 0.0713986 0.0615279
threshold=0.10312500000000001 -0.40967499999999996 0.12337000000000002 -0.076779999999999987 0.13404500000000005 1.0000000180025095e-35 -0.014944999999999998 -0.0060199999999999993 0.16773500000000005 0.062655000000000016 0.13082500000000002 -0.10836499999999999 -0.067349999999999979 -0.040964999999999994 -0.00099499999999999979 -0.007794999999999999 0.022185000000000003 -0.072814999999999977 -0.099059999999999995 0.090455000000000021 0.11524500000000001 -0.087324999999999986 0.091440000000000007 0.086925000000000016 0.056145000000000007 0.090535000000000018 0.090075000000000002 -0.51144999999999985 -0.51843499999999987 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 5 7 9 6 -3 -1 10 11 24 12 -5 14 -14 17 18 -16 -13 -11 23 -7 -2 -18 -4 -26 27 -20 -29 -28
right_child=1 2 8 4 -6 21 -8 -9 -10 19 -12 16 13 -15 15 -17 20 -19 26 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.012960565047195324 0.014786600521433036 0.012357492663622313 0.0049493898530437782 0.0035761274304240941 0.0088899129312675525 0.0036908313947736008 0.0057245453755403394 0.0072032637722825379 0.00058687217128665554 0.018150953579849253 0.010459565658432743 0.018427646711468695 0.0015248133867446865 0.018853491364881913 0.012074236999199328 0.015740497272748216 0.011389159430853196 0.0044011246074329722 0.0056279805089746206 0.013096541538834572 0.0071962906907384223 0.0083334086886689262 0.0090393223194405441 0.016786388754844669 0.011832415118503074 0.0055188087431465999 0.010770798772573472 0.017409456765190477 0.013229926942953593 0.015710787635489856
leaf_weight=39 70 107 176 20 49 28 29 53 23 48 33 25 21 29 28 65 135 22 21 37 26 194 20 20 24 26 30 42 1523 158
leaf_count=39 70 107 176 20 49 28 29 53 23 48 33 25 21 29 28 65 135 22 21 37 26 194 20 20 24 26 30 42 1523 158
internal_value=0 0.00833063 0.00760236 0.0130121 0.0131469 0.0089617 0.0109431 0.00964386 0.00587668 0.0132396 0.00634643 0.0131332 0.0113964 0.0123443 0.0109563 0.0126786 0.0132955 0.00869807 0.0134879 0.0159508 0.0113832 0.00774786 0.0135094 0.0120856 0.00574584 0.00854934 0.0134183 0.01324 0.0133421 0.0149225
internal_weight=0 730 640 2391 2299 358 136 92 282 2250 259 2165 185 165 136 115 1980 50 1799 85 181 222 90 155 226 50 1774 1586 1565 188
internal_count=3121 730 640 2391 2299 358 136 92 282 2250 259 2165 185 165 136 115 1980 50 1799 85 181 222 90 155 226 50 1774 1586 1565 188
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 14 1 1 3 2 52 4 1 151 1 13 15 0 4 13 124 4 2 133 12 156
split_gain=27.0942 4.46741 2.60931 2.43209 1.83044 1.15065 1.03923 0.808035 0.660164 0.659976 0.574044 0.468442 0.512205 0.34017 0.28672 0.272147 0.622108 0.42293 0.242416 0.23905 0.297767 0.178619 0.172279 0.153631 0.15359 0.151539 0.209141 0.154152 0.144901 0.143879
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.13082500000000002 0.13501500000000002 0.062655000000000016 0.092845000000000025 0.080270000000000022 -0.12018999999999998 0.17025000000000004 0.31359500000000001 -0.072334999999999997 0.089770000000000016 -1.0000000180025095e-35 0.075045000000000014 -1.0000000180025095e-35 -0.016799999999999995 -0.019414999999999998 0.27287000000000006 -0.004174999999999999 -0.087394999999999987 -0.081224999999999978 0.087675000000000017 0.0033250000000000003 0.096475000000000019 0.090500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 9 28 13 15 11 -5 14 -13 23 29 18 -17 -18 21 24 22 -7 -21 -4 -3 -14 27 -27 -6 -1
right_child=1 2 7 10 6 8 -8 -9 -10 -11 -12 12 25 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011205801106342075 0.0010550260293932768 0.00065662784660174174 0.00032964044529731955 0.00092985545323049192 0.0010729758541192294 0.0010688860728868548 0.00057041190172496591 0.00068794098481828091 0.00077702394592289628 0.0012893497491471002 0.00061728388544592691 0.00077785806057332943 0.0011199485604717727 0.0001808568342205356 0.00092389644097105601 0.0010087875696495852 0.00055319242562879532 0.00095643266706782232 0.0011431960799530442 0.00081606720927250532 0.00041446730244059521 0.00091656114007302662 0.00062320049392690922 0.00048483189333965 0.00048813594452821514 0.0010640064535049338 0.00085608361812393647 0.00096194656977967384 0.00090221768187708547 0.00098865170184516218
leaf_weight=861 76 24 88 37 29 83 38 26 48 62 58 28 97 50 31 508 20 20 100 24 21 46 69 34 156 304 24 70 56 33
leaf_count=861 76 24 88 37 29 83 38 26 48 62 58 28 97 50 31 508 20 20 100 24 21 46 69 34 156 304 24 70 56 33
internal_value=0 0.000606539 0.000551116 0.00104656 0.000639124 0.00105907 0.000839969 0.000365767 0.00100019 0.00109125 0.000739022 0.00108276 0.00103586 0.000317067 0.00110928 0.00101397 0.000990249 0.000754813 0.00107074 0.000555097 0.000625353 0.00101457 0.000672973 0.000372891 0.000510602 0.00105046 0.00103352 0.0010449 0.000960476 0.00111571
internal_weight=0 691 615 2430 417 2335 123 198 825 1510 95 1448 523 172 925 777 548 40 229 294 114 129 93 122 180 495 398 374 85 894
internal_count=3121 691 615 2430 417 2335 123 198 825 1510 95 1448 523 172 925 777 548 40 229 294 114 129 93 122 180 495 398 374 85 894
is_linear=0
shrinkage=0.00196078


Tree=5499
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 14 1 52 4 49 1 4 1 1 1 40 1 43 12 1 12 4 50 159 1428
split_gain=20.0056 3.27322 1.67159 1.3379 1.18878 0.981346 0.822651 0.707054 0.62396 0.572659 0.430884 0.418628 0.31504 0.292726 0.270621 0.238318 0.232237 0.376816 0.217628 0.203699 0.179589 0.177873 0.176649 0.184561 0.165572 0.155683 0.152494 0.13216 0.130209 0.119514
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089775000000000008 0.062655000000000016 0.092845000000000025 -0.53964499999999982 -0.15464999999999998 -0.054984999999999992 0.091195000000000012 -0.013514999999999998 0.086920000000000011 0.12408500000000001 0.16175000000000003 -0.077714999999999992 0.12958500000000003 0.05259500000000001 0.092855000000000007 0.13075500000000004 0.090285000000000018 0.04735000000000001 0.041865000000000006 0.0089800000000000019 -0.070379999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 20 21 10 15 -4 -2 -10 -14 29 22 25 -15 27 -3 -9 28 -24 -5 26 -18 -6 -11 -1
right_child=1 4 11 24 19 -7 -8 8 13 16 -12 -13 14 18 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011311632494966522 0.0010046653723899169 0.00045482106514764157 0.00084704316394412457 0.00060297954924940281 0.00026027040682241668 0.00066818040932583461 0.00059032506002052354 0.00083729643825841194 0.00073792778247711705 0.00094946217764844032 0.0011441819124659179 0.00058185554456477071 0.00060283288978784581 0.00053201283315817516 0.0008522996686965526 0.0009139903121480117 0.0010167605577696291 0.00068721104663710636 0.00038106827817570706 9.3784356125857396e-05 0.00028505876828350271 0.00060425834547655263 0.00071389932391265282 0.00091615381500528283 0.00041027953543888978 0.00086522426619694464 0.00089343396688668466 0.0004400881439772785 0.0010509268028612271 0.00098181747529042058
leaf_weight=21 41 46 37 60 55 48 24 34 20 331 59 60 21 125 82 220 68 35 52 21 50 20 22 82 24 210 89 22 57 1085
leaf_count=21 41 46 37 60 55 48 24 34 20 331 59 60 21 125 82 220 68 35 52 21 50 20 22 82 24 210 89 22 57 1085
internal_value=0 0.000553543 0.000935259 0.000744583 0.000455663 0.000945666 0.00095145 0.000509521 0.000564259 0.000955253 0.000980225 0.00068301 0.000859301 0.000513075 0.000801438 0.000972929 0.000916566 0.000881604 0.000487668 0.000264962 0.000366403 0.000750986 0.000945133 0.000873369 0.000547922 0.000900143 0.000946849 0.000311647 0.000964368 0.000984653
internal_weight=0 673 2448 228 445 2351 2303 347 251 2279 1385 97 144 197 103 1326 894 402 177 98 96 54 492 104 84 367 157 77 388 1106
internal_count=3121 673 2448 228 445 2351 2303 347 251 2279 1385 97 144 197 103 1326 894 402 177 98 96 54 492 104 84 367 157 77 388 1106
is_linear=0
shrinkage=0.00196078


Tree=5500
num_leaves=31
num_cat=0
split_feature=1 52 2 124 52 47 4 2 12 1 132 15 48 42 16 52 14 11 0 157 16 4 150 12 49 12 13 16 0 12
split_gain=1.26762 0.279607 0.160211 0.106009 0.10564 0.0987638 0.098553 0.0875287 0.0743182 0.0787932 0.0732247 0.0856064 0.164523 0.0718937 0.0709359 0.128985 0.0637211 0.0595493 0.0582388 0.118514 0.112607 0.192675 0.107425 0.0677821 0.0777519 0.0590849 0.0570195 0.0556352 0.066717 0.0507339
threshold=0.10312500000000001 -0.40967499999999996 0.14753000000000002 -0.076779999999999987 0.12492500000000002 0.078345000000000012 0.40473500000000007 0.13501500000000002 0.11734000000000001 0.11866500000000001 0.08764000000000001 -0.41942499999999994 0.085790000000000019 -0.0060199999999999993 -0.42170999999999997 -0.0092699999999999987 0.062655000000000016 0.08776500000000001 -0.10836499999999999 -0.067349999999999979 -0.040964999999999994 -0.00099499999999999979 0.090480000000000019 0.090455000000000021 0.10463500000000002 0.090840000000000018 -1.0000000180025095e-35 0.058835000000000005 -0.087414999999999979 0.091200000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 13 5 8 -7 16 9 14 11 -4 -13 -1 -3 26 17 18 19 -5 21 -21 -23 -20 25 -25 -16 28 -11 -27
right_child=1 2 10 7 -6 6 -8 -9 -10 27 -12 12 -14 -15 15 -17 -18 -19 23 20 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.012957883853083239 0.013485658708959819 0.010809581177481624 0.0073893288920561856 0.0042246247455477717 0.011468233899375815 0.012118076867549323 0.0051083597527058038 0.0089353981835301969 0.012563789888684238 0.006008780840784312 0.0085262668319046504 -0.0063291288615966394 0.0046473780672790276 0.007301106805614424 0.0064377852750918535 -0.0008892394468421116 0.015936751154196613 0.008192040007755471 0.013844929041147655 0.0024238673282698507 0.018412901303515986 0.014723492740283171 0.0078244964186582836 0.0084898469329345982 0.0098079370741521246 0.017129309673703488 0.01155873771038993 0.0085287611865039383 0.00096712424957121805 0.012988501196113739
leaf_weight=39 90 54 26 20 86 78 27 48 21 53 28 22 36 53 79 20 85 24 1166 21 26 83 31 28 86 31 30 28 52 650
leaf_count=39 90 54 26 20 86 78 27 48 21 53 28 22 36 53 79 20 85 24 1166 21 26 83 31 28 86 31 30 28 52 650
internal_value=0 0.00826673 0.00753282 0.0130276 0.00826152 0.00763759 0.0103156 0.0131608 0.00680321 0.00642038 0.00409752 0.00262128 0.000483875 0.00969909 0.00776656 0.00649273 0.013251 0.0131456 0.0132011 0.0114847 0.0123866 0.011226 0.0128474 0.0133595 0.0126475 0.0129919 0.00784722 0.00456813 0.00351196 0.013177
internal_weight=0 730 640 2391 528 442 105 2299 337 316 112 84 58 92 183 129 2251 2166 2142 181 161 135 114 1961 795 709 109 133 105 681
internal_count=3121 730 640 2391 528 442 105 2299 337 316 112 84 58 92 183 129 2251 2166 2142 181 161 135 114 1961 795 709 109 133 105 681
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=31
num_cat=0
split_feature=1 3 1 150 12 2 2 2 4 14 147 150 4 42 13 4 0 4 49 15 51 41 48 52 1446 1 3 43 457 1455
split_gain=1.02917 0.148043 0.13755 0.107331 0.098886 0.093108 0.0845544 0.0823033 0.113758 0.0745602 0.0618373 0.0560791 0.0668241 0.0554295 0.0536345 0.0873727 0.0484216 0.0487243 0.0460541 0.0446462 0.0442239 0.042006 0.0441253 0.0964658 0.0695485 0.0436605 0.156343 0.0831441 0.0778739 0.0577504
threshold=0.10920500000000001 -0.053259999999999995 0.094385000000000011 1.0000000180025095e-35 -0.010834999999999999 0.31358000000000003 0.11411 0.10644500000000001 -0.07168999999999999 0.062655000000000016 0.089365000000000014 0.084555000000000019 0.010840000000000001 0.11387000000000001 -0.004174999999999999 -0.0070899999999999991 -0.076899999999999982 0.25615500000000008 -0.050619999999999991 -0.41942499999999994 -0.18912999999999996 0.089785000000000018 0.090720000000000009 0.31299000000000005 0.11018500000000002 0.080270000000000022 -0.11171999999999999 0.062770000000000006 -0.0029299999999999994 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 -4 13 -2 9 -9 10 21 -5 -13 14 -3 -16 17 -10 -14 -8 -6 22 24 -24 25 29 -27 28 -28 -1
right_child=1 5 3 11 20 -7 19 8 16 -11 -12 12 18 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.012656029216807042 0.010967334198534802 0.0055748711703334647 0.0065198792196396321 0.0024428298608178186 0.016128697572275998 -8.0501743090840495e-05 0.0096843656842355384 0.0040544392183181586 0.0045985079666768965 0.015032201127923398 0.007465195475767056 0.011373967646835121 0.0020638296147808435 0.0014828053768724204 0.013617907220032067 0.0067578420588156069 0.011601633018321121 0.011418302529491484 0.0085612363633117642 0.0044960669746763222 0.011219113465356076 0.0081996466232729815 0.011440853270546844 0.0040473468881100415 0.016550471671429035 0.0032385017621614368 0.0070087869574005411 0.0060613781953482741 0.012611947687777889 0.0099802739859355255
leaf_weight=1107 107 221 45 21 20 26 27 27 22 83 30 37 20 24 24 82 188 20 24 43 222 28 150 20 37 23 27 24 305 87
leaf_count=1107 107 221 45 21 20 26 27 27 22 83 30 37 20 24 24 82 188 20 24 43 222 28 150 20 37 23 27 24 305 87
internal_value=0 0.00681377 0.0115663 0.00983418 0.0108244 0.00569367 0.00919951 0.0118756 0.010195 0.0121005 0.0119681 0.00704787 0.00824177 0.00612139 0.00646183 0.00831106 0.0109158 0.00784603 0.00560787 0.00649727 0.0116249 0.0120428 0.0121033 0.010571 0.012265 0.0121642 0.0112291 0.0117454 0.0121563 0.0124611
internal_weight=0 554 2567 389 287 377 177 2178 257 1921 1838 102 81 351 327 106 230 42 44 70 242 1808 1780 170 1610 1573 379 356 332 1194
internal_count=3121 554 2567 389 287 377 177 2178 257 1921 1838 102 81 351 327 106 230 42 44 70 242 1808 1780 170 1610 1573 379 356 332 1194
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=31
num_cat=0
split_feature=1 4 3 39 12 4 47 1 2 2 11 43 16 4 3 475 3 43 12 1213 13 12 11 4 1 42 403 12 12 401
split_gain=0.834515 0.134011 0.118294 0.11074 0.109288 0.0818278 0.0789717 0.0912637 0.0635194 0.0630467 0.0541967 0.0699243 0.0590207 0.0830286 0.0993903 0.0671195 0.0646929 0.0541349 0.0660488 0.056228 0.0540068 0.0520696 0.0493815 0.0481122 0.047833 0.0468745 0.0692696 0.0574285 0.0822935 0.0781128
threshold=0.11146500000000002 0.27834500000000006 0.31299000000000005 0.087735000000000021 -0.010834999999999999 -0.036839999999999991 0.078345000000000012 0.10557500000000002 0.13622000000000004 0.13712500000000002 1.0000000180025095e-35 -0.20207499999999998 0.013515000000000001 -0.49013999999999996 -0.11171999999999999 -0.086169999999999983 0.10542000000000001 0.0016850000000000001 0.083370000000000014 -0.13252999999999998 -0.095539999999999986 0.10227500000000002 0.082485000000000017 0.41816000000000003 0.15471500000000002 -0.050249999999999996 0.05728500000000001 0.092550000000000007 0.096990000000000007 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -2 7 -1 -7 10 12 -12 17 -14 -15 -16 21 -6 -19 -20 -21 -17 -13 -3 -4 26 -22 -27 -29 -30
right_child=2 23 24 -5 9 8 -8 -9 -10 -11 11 22 13 14 15 16 -18 18 19 20 25 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.008588660796153242 0.012025091849635681 0.0045820315069747429 0.0042434722260666262 0.0046310131205054379 0.011183197282295892 0.0081205648303666143 0.013620578912862889 0.0026770686585223303 0.003759306970806349 0.0067031877887739734 0.0072393329348415143 0.015650318190455436 0.01263904039020816 0.0029834437792977462 0.013683636402570164 0.0098556585700755803 0.0034368137910496446 0.0048543867804110054 0.013606652805936479 0.013590638531604783 0.012630533588669774 0.0057258057341511761 0.011846993969132504 0.0099787433980964135 -0.00059494916349649434 0.0061045852696730036 0.0065974210388958458 0.012758795226144851 0.011739027923481032 0.004046409481176824
leaf_weight=142 43 53 84 152 1331 163 24 32 42 39 22 55 73 26 33 239 20 25 42 32 71 35 90 24 27 72 26 49 22 33
leaf_count=142 43 53 84 152 1331 163 24 32 42 39 22 55 73 26 33 239 20 25 42 32 71 35 90 24 27 72 26 49 22 33
internal_value=0 0.0103739 0.00595484 0.00675634 0.0104989 0.00805896 0.00824318 0.00750147 0.00722704 0.0106901 0.0107579 0.0124926 0.0106218 0.00956906 0.0089342 0.00940735 0.00892735 0.0108851 0.00981866 0.0101763 0.00970394 0.00932812 0.0132896 0.00626412 0.00306656 0.00924836 0.0110134 0.00827558 0.00977857 0.00712346
internal_weight=0 2610 511 400 2533 248 198 174 205 2335 2296 167 2129 426 353 327 294 1703 372 347 305 274 145 77 111 273 97 176 104 55
internal_count=3121 2610 511 400 2533 248 198 174 205 2335 2296 167 2129 426 353 327 294 1703 372 347 305 274 145 77 111 273 97 176 104 55
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 47 2 14 1 2 3 48 4 1 13 156 475 15 1 1 0 15 0 2 16 15 4 10
split_gain=22.3972 3.7479 2.25034 2.04445 1.39832 0.991789 0.986407 0.662719 0.627511 0.626513 0.561471 0.432923 0.397337 0.389671 0.345312 0.328803 0.230296 0.230114 0.257052 0.240913 0.252025 0.243551 0.228676 0.619474 0.239135 0.219309 0.18264 0.177447 0.177311 0.175905
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.092235000000000025 0.13082500000000002 0.14960000000000004 0.062655000000000016 0.092845000000000025 0.14753000000000002 -0.014944999999999998 -0.015314999999999997 0.27834500000000006 0.091195000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.08230999999999998 1.0000000180025095e-35 0.082005000000000008 0.095950000000000021 -0.10607499999999999 -0.10469999999999999 -0.14226499999999997 -0.0091949999999999983 -0.45661999999999997 -0.41942499999999994 -0.03898999999999999 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 6 5 12 9 11 13 15 -5 14 -3 -8 -4 22 -16 18 -15 21 -21 26 23 -1 -25 -17 -20 -13 -2 -29
right_child=1 2 7 10 -6 -7 8 -9 -10 -11 -12 27 -14 17 16 25 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0010967497257333176 0.0010096899270280904 0.00069077295817288693 0.00052349175514845067 0.00083763285914646235 0.00048455718845053853 0.00090884719069045231 0.00067241959005983828 0.0005966265598846966 0.00058154817979619875 0.0011595691653801473 0.00053051651181543571 0.00030978431459516287 0.00033911204306420935 0.0010696033928908554 0.00026190491693987898 0.00070816037361807831 0.00046948282752854283 0.00098534026566673722 0.00099319704607421272 0.00090645268388576657 0.0011318889746562439 0.00065056428294200117 0.00097789165862556624 0.00084646107373284357 0.00058386855302195915 0.00091013291085146795 0.00084359740917600717 0.00024761714859336032 0.00080863882873212956 2.4917164476576194e-05
leaf_weight=32 48 30 40 37 207 67 30 34 26 62 60 32 21 28 86 23 27 105 35 207 21 23 1192 40 20 204 303 25 26 30
leaf_count=32 48 30 40 37 207 67 30 34 26 62 60 32 21 28 86 23 27 105 35 207 21 23 1192 40 20 204 303 25 26 30
internal_value=0 0.000522743 0.000471313 0.000926631 0.000581664 0.000752011 0.000938141 0.000340423 0.000881032 0.000966387 0.000647664 0.000304127 0.000545971 0.000891386 0.000366925 0.00095846 0.000311503 0.000900485 0.000886044 0.000877318 0.000927217 0.000845803 0.000970622 0.000876433 0.00075893 0.000889669 0.000859088 0.00019369 0.00093905 0.000126144
internal_weight=0 673 599 2448 325 118 2351 274 778 1573 97 240 51 752 153 1511 113 722 617 589 228 361 1284 92 60 227 338 87 74 55
internal_count=3121 673 599 2448 325 118 2351 274 778 1573 97 240 51 752 153 1511 113 722 617 589 228 361 1284 92 60 227 338 87 74 55
is_linear=0
shrinkage=0.00196078


Tree=5504
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 14 2 1 0 13 11 2 3 11 43 49 159 132 2 2 4 14 12 1 3
split_gain=40.9148 6.39406 4.24505 3.15703 2.61427 2.21364 1.65877 1.37522 1.14032 1.13057 0.83882 0.58188 0.57895 0.49744 0.443318 0.427734 0.333537 0.311598 0.310658 0.290938 0.288243 0.299442 0.280127 0.36226 0.432107 0.249503 0.247506 0.24703 0.242447 0.224725
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.27834500000000006 0.089885000000000007 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.091195000000000012 -0.22491999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.14530500000000005 -0.11171999999999999 0.082485000000000017 -0.016814999999999997 0.097940000000000013 0.0089800000000000019 0.08696000000000001 -1.0000000180025095e-35 0.10584500000000001 -0.036839999999999991 -0.46166999999999997 0.096395000000000022 0.15964000000000003 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 16 6 8 27 10 -5 12 14 29 -10 -4 17 22 19 -17 -15 21 -19 23 -3 -25 -2 -26 -6 -13 -1
right_child=1 2 11 9 7 -7 -8 -9 13 -11 -12 28 -14 15 -16 18 -18 20 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0014217366283668525 0.0014219885059431488 0.00064750057182524326 0.00047213898232610087 0.0012867281404608535 0.0013916163841883342 0.00094278009450123978 0.00085542972132660977 0.0007813947394213046 0.0010703141304201696 0.0008430629189497505 0.0016373088754820006 0.00040960351260853746 0.0013064703846320431 0.0013241695130572599 0.00072512844667776695 0.0016436547601924223 0.00052488592120946624 0.0013251752663149352 0.0013821822387733679 0.0010355284013121092 0.0012514423880065132 0.0014499295456417954 0.00055891442617851932 0.001074176643104098 0.00096799681233424766 0.001178772082807971 0.00075674863724872982 0.0011572028025045615 0.00013089656756789075 0.0012683175850209806
leaf_weight=1079 50 60 89 34 25 48 24 39 30 63 59 30 220 25 38 25 25 464 58 29 164 88 24 23 25 24 145 56 20 38
leaf_count=1079 50 60 89 34 25 48 24 39 30 63 59 30 220 25 38 25 25 464 58 29 164 88 24 23 25 24 145 56 20 38
internal_value=0 0.000799346 0.00073217 0.00134523 0.000839073 0.00135954 0.00136822 0.0010839 0.00137362 0.000998574 0.00140851 0.000477295 0.00139841 0.00131848 0.000547837 0.0013272 0.00074179 0.00131279 0.00146094 0.00116916 0.00132362 0.00134506 0.000761366 0.000780571 0.000821941 0.00134311 0.000787815 0.00122955 0.000298121 0.00141652
internal_weight=0 673 599 2448 422 2351 2303 120 2279 97 1396 177 1337 883 127 853 302 770 83 54 716 552 277 253 193 74 170 81 50 1117
internal_count=3121 673 599 2448 422 2351 2303 120 2279 97 1396 177 1337 883 127 853 302 770 83 54 716 552 277 253 193 74 170 81 50 1117
is_linear=0
shrinkage=0.00196078


Tree=5505
num_leaves=31
num_cat=0
split_feature=1 4 1 484 150 12 42 2 2 1 1 15 0 52 13 2 403 403 1208 16 4 1 2 11 43 49 14 16 43 43
split_gain=0.967031 0.141875 0.136404 0.139901 0.123642 0.102561 0.103881 0.0856583 0.0819945 0.138862 0.081149 0.0789182 0.0740004 0.068496 0.0837546 0.071742 0.0661139 0.0661432 0.065604 0.0655047 0.072638 0.0603248 0.0580388 0.0579289 0.0554697 0.0760352 0.051545 0.0719512 0.078563 0.0499104
threshold=0.10920500000000001 0.27287000000000006 0.090540000000000023 -0.020124999999999994 0.084680000000000019 0.089150000000000021 0.091295000000000015 0.25063000000000007 0.089005000000000015 0.088485000000000022 0.085345000000000018 0.035560000000000008 0.041630000000000007 0.11277500000000001 -0.085384999999999975 0.086675000000000016 -0.52336499999999997 -0.072624999999999981 1.0000000180025095e-35 0.023255000000000001 -0.46376499999999993 0.09697500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.092185000000000017 -0.42495999999999995 -0.50339499999999993 -0.076834999999999987 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 21 22 6 11 26 13 10 12 -5 23 18 -15 -16 -7 -18 -1 -14 -21 -4 -2 -10 -24 -26 -3 -28 -29 -19
right_child=1 7 3 5 -6 16 -8 -9 9 -11 -12 -13 19 14 15 -17 17 29 -20 20 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=0.012086376472458499 0.010846816230540365 0.0077376540383380481 0.01902967154979706 0.0077353491551951578 0.0047304250874908686 0.005282524520192634 0.0012819165090584884 -0.00091485763744761557 0.010902850238471616 0.0026697883182870493 0.017038795706771671 0.014174888585416956 0.0036112142130732537 0.013740256759855483 0.0037793543152210697 0.011150563305810742 0.015487604935107561 0.0098747804026789298 0.017274625636171551 0.012664517705493115 0.0052901429547504951 0.011724585552628224 0.0035330514029528089 0.016351990420371294 0.013263568807393312 0.0059987657128230615 0.0066215589337790502 -0.0021904890665318819 0.0042825507689267404 0.015014981584889548
leaf_weight=970 112 66 20 203 82 22 23 24 795 21 21 21 25 27 31 23 29 188 25 34 22 26 26 20 25 34 85 25 75 21
leaf_count=970 112 66 20 203 82 22 23 24 795 21 21 21 25 27 31 23 29 188 25 34 22 26 26 20 25 34 85 25 75 21
internal_value=0 0.00640458 0.0110114 0.00962024 0.00799335 0.00914115 0.00768191 0.00479269 0.0113933 0.01071 0.0108941 0.00833906 0.0107501 0.0119891 0.00919271 0.00691894 0.0105274 0.0110122 0.0122167 0.00786737 0.00976744 0.0149007 0.00935152 0.0110366 0.00738125 0.00907707 0.00533843 0.0044825 0.00266429 0.0103913
internal_weight=0 554 2567 553 279 507 247 275 2014 938 917 224 896 1076 81 54 260 238 995 81 56 46 197 815 85 59 251 185 100 209
internal_count=3121 554 2567 553 279 507 247 275 2014 938 917 224 896 1076 81 54 260 238 995 81 56 46 197 815 85 59 251 185 100 209
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 49 4 1 52 159 1 2 1 40 0 50 1 15 42 0 47 1 42
split_gain=17.0361 2.96046 1.48777 1.19293 0.965184 0.876499 0.700008 0.685208 0.623639 0.518073 0.360771 0.360198 0.283115 0.261578 0.235809 0.214666 0.230483 0.362926 0.285508 0.231418 0.205464 0.194555 0.183522 0.170061 0.167755 0.166372 0.158543 0.154439 0.148216 0.114448
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089885000000000007 0.092845000000000025 0.062655000000000016 -0.054984999999999992 -0.15289999999999995 0.091195000000000012 -0.56176499999999996 0.082585000000000006 0.086920000000000011 0.097845000000000015 0.085110000000000005 -0.077714999999999992 -0.070154999999999981 0.041865000000000006 0.11910500000000002 -0.089964999999999976 0.099210000000000007 -0.14001499999999997 0.090280000000000013 0.14699000000000004 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 20 9 -8 11 -4 14 -2 -10 -1 -11 17 26 -19 21 -3 -18 24 -5 28 -15 -17 -14 -6 -28
right_child=1 4 10 23 22 -7 8 -9 13 15 -12 -13 27 25 -16 16 19 18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00091245859451158406 0.00060359589256924232 0.00042579403795771939 0.00077955277688963171 0.00058726473125906154 0.00036551993505783018 0.0006128257047689331 0.00071484630057668018 0.00055095576179012946 0.00068689925851775151 0.00097876521756706152 0.00053337163371003533 0.0010574514285873915 0.00091392480950245908 0.00047395977547399446 0.00084222613609729604 0.0010123604010133182 0.00092578454901412976 0.00052407451606624965 0.00078440152000689844 0.0011037068874562154 0.00024421343540626705 0.00073445096514583412 0.00040566887928462312 0.00040955061197728038 7.0010523109260189e-05 0.00029071302986546102 0.00080402219105751589 0.00077370273206154574 0.00017528415905247789 0.00085808798835119776
leaf_weight=1117 23 46 37 47 31 48 54 24 20 45 60 59 58 142 220 20 84 25 46 21 50 27 26 37 22 22 263 63 32 352
leaf_count=1117 23 46 37 47 31 48 54 24 20 45 60 59 58 142 220 20 84 25 46 21 50 27 26 37 22 22 263 63 32 352
internal_value=0 0.000513003 0.000865251 0.000694686 0.000419916 0.00087507 0.000472559 0.000880536 0.00052957 0.000884006 0.000627276 0.000907518 0.000803011 0.000475195 0.000900902 0.000846834 0.00083975 0.000825689 0.000692737 0.000914954 0.000331221 0.000879244 0.000261512 0.000508986 0.000217417 0.000449378 0.000840554 0.000840917 0.000268892 0.000834967
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 1396 144 184 1337 883 838 706 71 132 96 111 111 84 85 164 635 121 63 615
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 1396 144 184 1337 883 838 706 71 132 96 111 111 84 85 164 635 121 63 615
is_linear=0
shrinkage=0.00196078


Tree=5507
num_leaves=31
num_cat=0
split_feature=1 3 1 39 4 4 52 2 15 15 12 2 4 14 2 147 0 15 11 13 4 0 16 1 0 4 151 150 16 52
split_gain=0.8836 0.137775 0.122706 0.110936 0.104951 0.094563 0.0847729 0.0838791 0.0858459 0.0766805 0.0693472 0.0686518 0.0912361 0.0692214 0.0593319 0.0548153 0.0479918 0.046314 0.0692544 0.0610589 0.0564175 0.167733 0.047596 0.046229 0.0460432 0.0850791 0.0580542 0.0551452 0.0498767 0.0713086
threshold=0.10920500000000001 0.31534000000000006 0.094385000000000011 0.087735000000000021 -0.17966999999999997 -0.033174999999999989 1.0000000180025095e-35 1.0000000180025095e-35 -0.040439999999999997 0.035560000000000008 -0.42850999999999995 0.10644500000000001 -0.069389999999999993 0.062655000000000016 0.10252500000000002 0.089365000000000014 -0.068944999999999992 -0.17952999999999997 0.079300000000000009 -0.013304999999999999 -0.39518999999999993 -0.062764999999999974 0.19444000000000003 0.10439500000000002 -0.11173999999999999 0.0033150000000000007 -0.0038099999999999996 -0.088479999999999989 0.042200000000000008 -0.45478499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 5 -4 -2 9 -7 -9 14 -3 13 -13 15 16 17 -6 19 20 -1 22 24 -19 -16 25 26 -22 -26 -29 -30
right_child=1 10 4 -5 6 7 -8 8 -10 -11 -12 12 -14 -15 23 -17 -18 18 -20 -21 21 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.018202331193024293 0.011605003108187314 0.0060175311427363865 0.01193357362969627 0.0046209555667985208 0.0091508272343354541 0.009398414509027805 0.011027035546222967 0.0067055621086865363 0.00050060654520402083 0.010529172316193582 0.00034329873991997112 0.003960599914064695 0.0099156244980612863 0.013808776217187386 0.00091344986496300529 0.0066168782363335288 0.0043229610655167753 0.016513460432179272 0.0061550180517858074 0.011158870438521262 0.0090927401518759634 0.0040485193235023564 0.011491436280472124 0.0058633935896472804 0.015493939497641156 0.011259850631604958 0.0019809511024504903 0.011205324201470596 0.011057601092372436 0.006496682156616692
leaf_weight=20 56 35 86 157 71 95 70 128 27 50 56 29 228 83 29 30 29 32 31 32 24 36 46 54 28 68 22 1326 86 57
leaf_count=20 56 35 86 157 71 95 70 128 27 50 56 29 228 83 29 30 29 32 31 32 24 36 46 54 28 68 22 1326 86 57
internal_value=0 0.00608283 0.0104864 0.00678196 0.00885045 0.00789071 0.00797538 0.00705871 0.0056247 0.00705857 0.0025257 0.0107786 0.00924366 0.010984 0.00611032 0.0108564 0.00775075 0.0109267 0.0108396 0.0138679 0.0109238 0.0107994 0.0135518 0.0041339 0.0109502 0.00901295 0.00569145 0.0110978 0.011014 0.00923961
internal_weight=0 554 2567 463 389 306 303 250 155 233 91 2178 257 1921 183 1838 100 1808 1756 52 1725 1647 78 83 1611 114 46 1497 1469 143
internal_count=3121 554 2567 463 389 306 303 250 155 233 91 2178 257 1921 183 1838 100 1808 1756 52 1725 1647 78 83 1611 114 46 1497 1469 143
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 2 14 42 2 16 49 4 4 1 1 159 150 0 15 47 15 15 2 39 15 52 0 4
split_gain=18.4691 3.19068 1.57676 1.35943 1.13885 0.97424 0.522638 0.493084 0.481668 0.421895 0.338213 0.296043 0.290254 0.280254 0.275494 0.424994 0.242338 0.215097 0.22212 0.213357 0.263363 0.187802 0.182613 0.175009 0.162688 0.158501 0.158221 0.15333 0.147638 0.23647
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.093320000000000014 0.085505000000000012 0.13501500000000002 0.062655000000000016 -0.076394999999999977 0.14960000000000004 -0.061854999999999993 -0.054984999999999992 0.033845000000000007 -0.013514999999999998 0.093100000000000002 0.083345000000000016 0.082585000000000006 1.0000000180025095e-35 -0.11173999999999999 -0.097454999999999986 0.09550500000000002 -0.40580499999999992 1.0000000180025095e-35 0.11474000000000002 0.084780000000000008 -0.12563999999999997 0.12418000000000001 -0.076579999999999995 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 17 8 10 14 13 -4 23 -8 -2 19 -7 26 -15 18 24 20 -1 -18 -12 27 -3 -11 -16 -6 -21 -30
right_child=1 4 9 -5 6 7 11 -9 -10 25 22 -13 -14 16 15 -17 21 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00097795601391121559 0.00061527203290656304 0.00071496505172274232 0.00087732741005725661 0.00050302342250685373 0.0002828593930994994 0.00087962962806128542 0.00038835512374757036 0.00063657046758320201 0.0010799605848707051 0.00043144941549090777 0.00029647246996813569 0.00064514844211376683 0.00085039769016207411 0.00089213571357635085 0.00097190982687707036 0.00057726329423828061 0.00057293844123747792 0.00041603134431798393 0.00049583532322678336 0.0009291511249769702 0.00071904250037144212 0.00082634083628146341 8.9866778634534707e-05 0.00050085773508922729 0.00051048187648548794 0.00062530163295713124 0.0008080624107327575 0.0004611041021111714 0.0010040836971180111 0.00083428858202732714
leaf_weight=23 24 52 21 85 96 352 45 48 66 24 29 28 127 61 25 30 22 38 61 1210 44 23 38 24 21 50 242 23 40 149
leaf_count=23 24 52 21 85 96 352 45 48 66 24 29 28 127 61 25 30 22 38 61 1210 44 23 38 24 21 50 242 23 40 149
internal_value=0 0.000516369 0.000879662 0.000701373 0.00042041 0.000889737 0.000343934 0.000828338 0.000915863 0.000632039 0.000294253 0.000486851 0.000813027 0.000908974 0.000842521 0.000798541 0.000811611 0.000546241 0.000583166 0.000916014 0.000807923 0.000702455 0.000179293 0.000348115 0.000656141 0.000562431 0.000823404 0.00031731 0.00092119 0.000870224
internal_weight=0 691 2430 236 455 2335 283 697 1638 95 210 73 151 1572 649 297 106 172 134 1466 67 45 67 143 73 74 267 119 1399 189
internal_count=3121 691 2430 236 455 2335 283 697 1638 95 210 73 151 1572 649 297 106 172 134 1466 67 45 67 143 73 74 267 119 1399 189
is_linear=0
shrinkage=0.00196078


Tree=5509
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 47 147 475 15 3 1 376 4 10 402 3 10 3 2 4 0 52 16 1 16 15 52 14 40 2
split_gain=0.824487 0.20121 0.122162 0.117768 0.124021 0.0909163 0.0884719 0.0862079 0.0846445 0.0825385 0.101838 0.0774607 0.0759345 0.0652235 0.0780647 0.0747248 0.0738089 0.0641057 0.0901672 0.077045 0.0658539 0.0512641 0.0747237 0.0637066 0.0607309 0.0487146 0.0897112 0.0622912 0.0460031 0.0457022
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.073404999999999984 0.11924500000000002 0.085505000000000012 0.089365000000000014 -0.073994999999999991 -0.23141499999999995 -0.0049599999999999991 0.091535000000000019 0.080200000000000007 0.053180000000000012 -0.079859999999999987 0.091530000000000014 -0.13309499999999996 -0.39453499999999991 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 0.14486500000000005 -0.065544999999999978 -0.39185999999999993 0.13075500000000004 -0.046599999999999996 0.040760000000000005 -0.081934999999999994 0.077685000000000018 -0.045684999999999996 0.085105000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 13 9 -4 -9 10 -5 -7 17 16 15 -15 -2 18 -3 20 -19 28 23 -23 -24 26 -20 -27 -17 -11
right_child=5 12 3 4 -6 11 -8 8 -10 29 -12 -13 -14 14 -16 21 -18 19 25 -21 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0017421909796861918 0.0040374116118376459 0.017807568996571578 0.00024324491154402496 0.01079477969557047 0.0055995229424297584 0.0086267850876731028 0.0045168993589670761 0.0011266397207509726 0.0080844964965233225 0.014769410722785526 0.0023242717100815341 0.0018445243216341453 0.0087759016754061277 0.010784336285931725 -0.0012672668888366648 0.0047198505001142628 -0.0041880446299910543 0.0020792112161871048 0.011731752685581645 0.010469511695823474 0.0093107920318074976 0.0077143753162370286 0.01241508855230429 0.0017573267671054807 0.0053371044462201776 0.018273359518498185 0.0043370840272733144 0.010910179576388112 -0.0020627053733915093 0.011157128230751127
leaf_weight=28 24 26 20 40 64 85 23 20 139 45 22 21 283 21 21 20 20 20 75 1691 34 26 22 58 27 20 21 27 20 158
leaf_count=28 24 26 20 40 64 85 23 20 139 45 22 21 283 21 21 20 20 20 75 1691 34 26 22 58 27 20 21 27 20 158
internal_value=0 0.00987381 0.00817989 0.00851935 0.00958134 0.00481612 0.0104662 0.00643096 0.00720929 0.0109825 0.00778912 0.00728313 0.0103048 0.00380645 0.00452434 0.00515127 0.000298568 0.0105309 0.0123905 0.0103508 0.00663243 0.00446749 0.00541152 0.00360118 0.00851497 0.0114056 0.0101142 0.0140434 0.00132857 0.0119579
internal_weight=0 2756 559 531 352 365 288 179 159 265 62 106 2197 259 215 194 44 1914 169 1745 54 173 133 84 49 143 96 47 40 203
internal_count=3121 2756 559 531 352 365 288 179 159 265 62 106 2197 259 215 194 44 1914 169 1745 54 173 133 84 49 143 96 47 40 203
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=31
num_cat=0
split_feature=1 1 457 132 49 9 47 4 2 1 2 14 3 40 2 0 3 39 43 1 14 0 12 157 2 1 1 151 43 158
split_gain=0.667835 0.1696 0.101865 0.0877602 0.0785534 0.0959278 0.0736422 0.0703618 0.0794866 0.0633034 0.0612014 0.0581958 0.0573535 0.0558229 0.0555798 0.0632964 0.0473006 0.0529782 0.046161 0.0449009 0.0436765 0.0432423 0.053241 0.0413575 0.0459294 0.107342 0.0628171 0.0624031 0.0632001 0.0532221
threshold=0.11829500000000003 0.094385000000000011 0.079590000000000008 0.081465000000000024 -0.15302999999999997 -1.0000000180025095e-35 0.085505000000000012 -0.16363499999999997 0.088125000000000023 0.14262000000000002 0.13404500000000005 -0.46166999999999997 0.11296500000000002 -0.0087249999999999984 0.10699500000000002 -0.071719999999999992 0.13524500000000003 0.084405000000000008 -0.081154999999999991 0.10060500000000001 0.062655000000000016 -0.23091999999999999 -1.0000000180025095e-35 -0.48214999999999997 0.090050000000000005 0.089770000000000016 0.083135000000000014 -0.083294999999999994 -0.084359999999999991 0.11817500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 -6 11 -7 18 13 12 -2 20 -8 -10 16 17 -16 -9 -4 23 -21 -23 -1 29 26 27 28 -26 -25
right_child=6 2 19 -5 5 7 9 8 14 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.013854909671936184 0.0074182039243169129 0.013673473264162357 0.008033600339666009 0.0032066822404481681 0.001250581571366638 0.010959039444974113 0.0031939652562141419 0.011960831709716116 0.0018903416672921077 0.0017796448601240464 0.0057964000893680721 0.0028630009820040658 0.0041707995037237799 0.0092465480436658264 0.011819032814879067 0.0017919830000028014 0.0048487039628408611 0.0054886916279792792 0.0081745789411639715 0.006913705400767781 0.011657141002416167 0.0042831298381347084 -0.0023283634246105238 0.0095666889510840417 0.016527866180986169 0.0025978707523401164 0.014433842478320004 0.0085015205532013704 0.0091677367620702308 0.014227899182587862
leaf_weight=20 32 26 25 36 20 82 20 42 28 22 49 227 21 64 39 20 31 20 138 21 84 29 21 1215 20 28 20 668 28 25
leaf_count=20 32 26 25 36 20 82 20 42 28 22 49 227 21 64 39 20 31 20 138 21 84 29 21 1215 20 28 20 668 28 25
internal_value=0 0.00888643 0.00736365 0.00795611 0.00833947 0.00800927 0.0043345 0.00834721 0.00767372 0.00655482 0.00929055 0.00342581 0.00937097 0.00780546 0.00586808 0.0068806 0.0080114 0.00967315 0.00905804 0.00438899 0.00942277 0.00310568 0.0015063 0.00933004 0.00928489 0.00867498 0.00890618 0.00875177 0.0122345 0.00966066
internal_weight=0 2756 578 482 446 420 365 400 318 106 2178 259 2129 84 138 110 90 59 180 96 2108 71 50 2024 2004 764 736 716 48 1240
internal_count=3121 2756 578 482 446 420 365 400 318 106 2178 259 2129 84 138 110 90 59 180 96 2108 71 50 2024 2004 764 736 716 48 1240
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=31
num_cat=0
split_feature=1 1 457 132 10 0 49 9 34 2 2 31 0 2 43 4 133 0 0 16 39 3 14 2 3 47 2 52 0 155
split_gain=0.540946 0.137376 0.0825109 0.0710858 0.0668631 0.0902616 0.0636282 0.0777015 0.0624444 0.0895763 0.0827528 0.0661257 0.0591474 0.100269 0.0636125 0.0604774 0.0550278 0.0544633 0.062617 0.0610325 0.0526599 0.0643321 0.0545862 0.0503194 0.0597152 0.0464713 0.0442445 0.0426435 0.0425441 0.0805576
threshold=0.11829500000000003 0.094385000000000011 0.079590000000000008 0.081465000000000024 -0.079859999999999987 -0.05208999999999999 -0.15302999999999997 -1.0000000180025095e-35 -0.021334999999999996 0.11870500000000002 -0.15339499999999998 -0.077289999999999984 -0.14723999999999998 0.11215000000000001 -0.081154999999999991 -0.17966999999999997 -1.0000000180025095e-35 -0.076234999999999983 -0.086074999999999985 -0.15012499999999998 0.10484500000000001 0.149315 -0.072219999999999993 0.15109000000000003 0.11296500000000002 0.11419000000000001 0.11411 -0.55252499999999982 -0.084044999999999995 0.099580000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 6 5 -2 -3 -8 11 10 -10 -6 13 -9 -14 27 -11 18 19 -17 21 22 -18 24 28 -12 -19 -16 29 -1
right_child=4 2 -4 -5 8 -7 7 12 9 16 25 -13 14 -15 15 17 20 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0090317384825337084 0.003788617897011778 0.012306125707422885 0.0039500902559666427 0.0028860139925705481 0.0043222380288202187 -0.004677688755327836 0.0011255234433338046 0.00037375357097861806 0.0029426918813475859 -0.00061234488431364305 0.011928917236057008 -0.003045965156828364 0.011331676775772199 0.0079476334059356956 0.008427031257125581 0.010549589254609916 0.011696563305502589 0.0059503132305047538 0.011674084843081587 0.0041676266330056061 0.00096300185841479986 0.0029016947095264114 0.0054374320800171091 0.0034900927539205269 0.003340759743814883 0.0065499525545325513 0.00067127125686965888 0.01368618740345396 0.0080182990495610007 0.0026246764976531269
leaf_weight=1044 34 26 96 36 29 20 20 29 27 25 36 21 51 44 58 23 22 77 34 43 33 51 38 21 23 29 20 21 1070 20
leaf_count=1044 34 26 96 36 29 20 20 29 27 25 36 21 51 44 58 23 22 77 34 43 33 51 38 21 23 29 20 21 1070 20
internal_value=0 0.00799779 0.00662728 0.0071605 0.00390105 0.000652949 0.00750553 0.00720835 0.00446503 0.00508523 0.00759611 0.00122759 0.00751249 0.00493883 0.00808703 0.00748748 0.00371836 0.00655009 0.00818767 0.00639164 0.00447022 0.00551291 0.00773245 0.0083615 0.00840892 0.00952907 0.00486185 0.00982503 0.00846355 0.0089113
internal_weight=0 2756 578 482 365 54 446 420 311 261 92 50 400 73 327 276 169 197 100 66 144 111 60 2178 2157 65 97 79 2134 1064
internal_count=3121 2756 578 482 365 54 446 420 311 261 92 50 400 73 327 276 169 197 100 66 144 111 60 2178 2157 65 97 79 2134 1064
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 47 1 14 2 4 1 11 1 4 47 4 160 3 4 12 16 11 1 3 3 0
split_gain=24.7323 3.9528 2.50427 2.05966 1.3496 1.32963 0.790949 0.659479 0.623258 0.614939 0.575573 0.522569 0.403815 0.339522 0.275321 0.262067 0.342016 0.496783 0.213657 0.200299 0.171769 0.164118 0.159081 0.153514 0.149896 0.148345 0.14548 0.125483 0.12249 0.119735
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089775000000000008 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 -0.036839999999999991 -0.067824999999999983 -0.022174999999999997 0.042705000000000007 0.094835000000000017 -0.10850999999999998 0.082485000000000017 0.16175000000000003 1.0000000180025095e-35 -0.10831999999999999 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 18 6 7 11 -6 12 -5 14 13 -4 -1 16 22 -18 27 -2 -15 -22 23 28 -24 -17 -14 -3 -9 -7
right_child=1 2 9 10 8 29 -8 15 -10 -11 -12 -13 26 20 -16 25 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001143618380057867 0.0011640320887752608 0.00057094718816021119 0.00066296094349576576 0.0010158375189172355 0.0010177075371117395 0.00088525934015365839 0.00075442607398905793 0.00099481385858619909 0.00068062624559293383 0.00072171997833210696 0.00069927749485751379 0.0013196116341194389 0.00038297727298789385 0.00059698589419261673 0.0010676675558143334 0.0013019382039121553 0.0011159200586524664 0.00076551510073265435 0.00079025522060360289 0.00094611323834244729 0.00053204281106703595 0.00034184902153572923 0.0010721400393537319 0.0010526517177437296 0.00096300107980865275 0.0011212535560171373 0.00019911522346606998 0.00067153098815948863 0.0011309446546908157 0.00068871417507068516
leaf_weight=1106 50 99 39 34 71 22 24 28 30 34 63 59 78 23 220 25 28 35 33 24 26 53 109 249 87 58 21 92 275 26
leaf_count=1106 50 99 39 34 71 22 24 28 30 34 63 59 78 23 220 25 28 35 33 24 26 53 109 249 87 58 21 92 275 26
internal_value=0 0.00066582 0.000613002 0.00109024 0.000729413 0.00110179 0.00110852 0.00111225 0.000917584 0.000474925 0.000810237 0.00113905 0.000439962 0.000507356 0.00113102 0.00107074 0.00106 0.000921251 0.000644567 0.00109336 0.000447861 0.000404444 0.00107168 0.00108872 0.0010237 0.00117568 0.000343976 0.000619396 0.00111836 0.000778797
internal_weight=0 673 599 2448 325 2351 2303 2279 101 274 97 1385 240 141 1326 894 811 63 224 74 102 79 748 552 196 83 99 191 303 48
internal_count=3121 673 599 2448 325 2351 2303 2279 101 274 97 1385 240 141 1326 894 811 63 224 74 102 79 748 552 196 83 99 191 303 48
is_linear=0
shrinkage=0.00196078


Tree=5513
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 14 0 1 4 4 1 150 1 0 156 40 48 157 48 1 1 1 15 50
split_gain=19.9123 3.4076 1.7726 1.4164 1.14306 1.03152 0.902002 0.773702 0.63853 0.554061 0.426831 0.336817 0.663029 0.53095 0.319463 0.314897 0.282099 0.279412 0.263722 0.212676 0.259018 0.211851 0.204563 0.210159 0.187271 0.176263 0.169037 0.152584 0.149212 0.131936
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.077845000000000011 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 -0.15289999999999995 0.122185 1.0000000180025095e-35 0.16175000000000003 -0.07929499999999999 -1.0000000180025095e-35 -0.077714999999999992 0.092065000000000022 -0.080299999999999996 0.081805000000000017 0.13075500000000004 0.12958500000000003 0.12408500000000001 -0.043924999999999992 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 6 21 26 11 17 -4 -1 13 -13 19 -9 -2 -6 29 -14 -21 -3 23 -22 -12 -5 -8 -17 -15 -7
right_child=1 5 10 25 9 18 7 15 -10 -11 24 12 14 28 -16 27 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012988785624392781 0.0010065083000652428 0.00053730643434149906 0.00097241036030424742 0.00069654346279361668 0.00098484754924649167 0.0003831435861360973 0.00095693648394278865 0.0008381461293673982 0.0012320223854534323 0.00073144136113393026 0.0005454963864454256 0.0010367660175159656 0.0010810872033778149 0.00085320261031443599 0.0009603060159814608 0.0006126310019530847 0.00079775748719625617 0.00077825019267281496 0.00018567787561596944 0.0012324705122885092 0.00083775315242432522 0.00035292538481892323 0.00082522838869515582 0.001039410308078648 0.00075997191252012394 0.00049771937671774888 0.0007297604574876673 0.0004756055068377715 0.00065156224928970201 0.00055075623679394818
leaf_weight=21 112 46 28 60 371 65 34 20 79 41 24 67 1132 43 116 122 32 27 21 23 21 50 20 369 45 24 20 42 21 25
leaf_count=21 112 46 28 60 371 65 34 20 79 41 24 67 1132 43 116 122 32 27 21 23 21 50 20 369 45 24 20 42 21 25
internal_value=0 0.000647162 0.00102799 0.000842084 0.0010387 0.000547293 0.000601715 0.00066643 0.00105942 0.000948474 0.000768228 0.00105198 0.00104912 0.000914762 0.00105959 0.000605866 0.000960119 0.000970832 0.000383536 0.00106695 0.00102999 0.000441275 0.00101863 0.00102855 0.000685372 0.000639737 0.000872797 0.000577539 0.000787039 0.000429703
internal_weight=0 673 2448 228 2351 445 334 238 1912 439 97 1833 1812 131 1681 184 144 398 111 1565 433 96 410 390 69 84 54 164 64 90
internal_count=3121 673 2448 228 2351 445 334 238 1912 439 97 1833 1812 131 1681 184 144 398 111 1565 433 96 410 390 69 84 54 164 64 90
is_linear=0
shrinkage=0.00196078


Tree=5514
num_leaves=31
num_cat=0
split_feature=1 4 155 2 4 45 150 0 2 12 0 1456 160 0 159 14 51 51 15 3 3 2 483 42 3 4 475 151 1447 160
split_gain=0.63717 0.142951 0.0972587 0.0799902 0.0786756 0.0752044 0.0692631 0.0809905 0.0639417 0.0631411 0.0559026 0.0504607 0.0706067 0.0731299 0.059089 0.0563552 0.0680853 0.126737 0.115895 0.0577747 0.0749756 0.0558874 0.0663765 0.0607493 0.0953652 0.0671336 0.0537032 0.0656192 0.0643548 0.0719943
threshold=0.10312500000000001 0.26790000000000008 0.10158500000000002 0.25063000000000007 0.40124500000000002 0.081955000000000014 0.091355000000000006 -0.019414999999999998 0.093320000000000014 0.093965000000000007 -0.15090499999999998 0.056265000000000009 -0.089974999999999986 -0.086409999999999987 0.11389500000000001 0.062655000000000016 -0.090529999999999985 -0.13782999999999998 -0.010414999999999999 0.086245000000000016 -0.0037349999999999996 0.090310000000000015 -0.091839999999999991 0.092145000000000019 -0.083154999999999993 -0.012889999999999999 -0.085734999999999992 -0.15340499999999999 -0.085804999999999979 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -3 5 8 7 -2 11 -4 -10 14 -13 -14 15 16 17 -1 -19 20 21 22 -18 24 -23 -26 -24 -28 -29 -30
right_child=1 3 9 -5 -6 -7 -8 -9 10 -11 -12 12 13 -15 -16 -17 19 18 -20 -21 -22 23 26 -25 25 -27 27 28 29 -31
leaf_value=0.011260360262046258 0.0076202274141365578 0.0045227617005891424 0.015148876913590356 -0.0014783637365326286 0.0030735217008358716 0.014429911113200853 0.0033208514466726534 0.0027585031965281816 0.0038450330818185262 0.0083478103272703504 0.0084051465910533127 0.014461626067747025 0.0074540152435287072 0.012494453634926172 0.0052889953440937556 0.012337723223428274 0.014888200929145452 0.0076164457520159594 -0.0025559401050919577 0.005481525679658119 0.014217721339082346 0.0094209510003301234 0.013428572284509289 0.010785187702344427 -0.00058416075316136294 0.0062277615070343018 0.0042696989309042692 0.0045467012633497901 0.014884817676618695 0.0094481683481563994
leaf_weight=30 239 298 20 24 22 26 66 40 28 43 674 44 63 53 38 58 23 24 21 38 32 55 33 43 23 39 25 26 25 948
leaf_count=30 239 298 20 24 22 26 66 40 28 43 674 44 63 53 38 58 23 24 21 38 32 55 33 43 23 39 25 26 25 948
internal_value=0 0.00565067 0.00689383 0.00407547 0.00902605 0.00908133 0.00623406 0.00692321 0.00902198 0.0105069 0.00822326 0.00936366 0.0110508 0.00975697 0.00918139 0.00928389 0.00915601 0.00622574 0.00286933 0.00932377 0.00943855 0.00931522 0.00957362 0.00757101 0.00638974 0.00370076 0.00945798 0.00933002 0.00945665 0.00958786
internal_weight=0 730 408 322 2391 2369 345 279 2343 63 702 1641 160 116 1481 1443 1385 75 45 1310 1272 1240 1080 160 117 62 1057 1024 999 973
internal_count=3121 730 408 322 2391 2369 345 279 2343 63 702 1641 160 116 1481 1443 1385 75 45 1310 1272 1240 1080 160 117 62 1057 1024 999 973
is_linear=0
shrinkage=0.1


Tree=5515
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 42 2 14 1 4 1 13 2 2 15 0 4 34 14 159 1 10 150 2 39 43 43
split_gain=34.3543 4.3866 3.96641 3.35941 2.27743 1.52263 1.38476 1.21208 1.00639 0.91426 0.643599 0.463699 0.456074 0.745432 0.39344 0.368221 0.334403 0.300203 0.283996 0.272473 0.269174 0.228489 0.259708 0.228654 0.222055 0.219798 0.285081 0.211397 0.284372 0.210648
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.13082500000000002 0.40124500000000002 -0.076394999999999977 0.089775000000000008 0.076175000000000007 0.091195000000000012 -0.013514999999999998 0.093100000000000002 -0.16152999999999998 0.14019000000000004 0.14753000000000002 -0.41942499999999994 -0.066089999999999996 -0.036839999999999991 -1.0000000180025095e-35 -0.46413499999999996 0.084250000000000005 0.12337000000000002 -0.38124499999999995 1.0000000180025095e-35 0.11237500000000002 0.090190000000000006 -0.080324999999999994 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 9 16 19 -4 10 11 -1 14 -14 -11 21 20 -18 -13 -5 -3 -2 23 25 -19 26 -23 28 -10 -16
right_child=1 6 8 7 -6 -7 -8 -9 27 12 -12 18 13 -15 29 -17 17 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001284426927243468 0.00089836272817143319 0.0003328708622437035 0.001237255812080857 0.0013187285293551052 0.00079281252129145439 0.00086349401607588804 0.00081733542867389313 0.00073688168851166196 0.00078855195478135561 0.00097304747538183686 0.0014785339364415491 0.0012100256292302278 0.0011718489447770332 0.00085095112388527472 0.0012663385482681066 0.00046835583851920182 0.00046347397733609335 0.00035945918928682549 0.00097117667633389668 0.001101274776890314 0.00054276317673804036 0.0010382009390132879 0.00056891842733746692 0.00055688820264833351 9.7279290661226602e-05 0.00067605899046639651 0.00074032952485520852 0.00093281267195188702 0.00051110180277450412 0.0011623788262953233
leaf_weight=1107 21 34 21 32 45 41 38 33 49 21 58 216 385 30 404 29 31 23 21 72 76 21 54 23 27 46 30 21 20 92
leaf_count=1107 21 34 21 32 45 41 38 33 49 21 58 216 385 30 404 29 31 23 21 72 76 21 54 23 27 46 30 21 20 92
internal_value=0 0.000687771 0.00121318 0.000822429 0.0012298 0.00123808 0.000475494 0.00106429 0.000850743 0.00124466 0.0012763 0.00126758 0.00119706 0.00114865 0.00123593 0.000674503 0.000407484 0.000311874 0.00118886 0.00116818 0.000477887 0.000705161 0.000681844 0.00073266 0.000217882 0.000774338 0.000862982 0.000760557 0.000708132 0.00124706
internal_weight=0 590 2531 361 2420 2375 229 137 111 2334 1402 1344 932 415 517 224 191 81 237 104 110 195 174 120 50 97 51 90 69 496
internal_count=3121 590 2531 361 2420 2375 229 137 111 2334 1402 1344 932 415 517 224 191 81 237 104 110 195 174 120 50 97 51 90 69 496
is_linear=0
shrinkage=0.00196078


Tree=5516
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 150 3 1 0 4 52 4 47 2 3 14 48 13 4 3 1 3 4 12
split_gain=27.672 4.36897 3.07746 2.19799 1.60255 1.48759 0.944936 0.86854 0.821048 0.769112 0.629455 0.532403 0.47996 0.460554 0.446547 0.395569 0.331121 0.316438 0.282782 0.25348 0.250439 0.224167 0.224054 0.206517 0.196489 0.181367 0.34871 0.176654 0.254335 0.16556
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.099515000000000006 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.40473500000000007 0.077845000000000011 1.0000000180025095e-35 0.30112000000000005 0.089770000000000016 -0.10607499999999999 -0.55119499999999988 0.056145000000000007 0.36766000000000004 0.090100000000000013 0.092365000000000017 -0.13309499999999996 -0.41790499999999997 0.016865000000000002 0.049530000000000012 -0.036839999999999991 -0.12018999999999998 0.075045000000000014 0.086245000000000016 -0.031404999999999995 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 18 6 13 12 11 -6 -5 20 17 15 -15 -1 -14 22 -3 25 -7 -19 -4 -16 -2 26 -17 -27 -29 -22
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 -13 16 14 23 19 -18 21 -20 -21 29 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0013776798096914139 0.0011468624610916462 0.00057104256463636903 0.00071280499755897936 0.0010313981408331574 0.0010120228863730817 0.0011381960350691396 0.0013192191869943134 0.00070370722539516675 0.00071604043558874176 0.00063227601021911101 0.00068424449947057458 0.00075498049116991706 0.00017581801999367393 0.00082891482698382239 0.0010767255950941876 0.0011304140878941995 0.00044706877658837565 0.00055709237269326755 0.00076536079127483307 0.0010521046950309849 0.001055382628092091 0.00033112336338718108 0.000441489940180498 0.00092297369823077029 0.00092957296646108817 0.0011288330912661755 0.00080229780326286952 0.0011571124435108614 0.00086523889091468474 0.00096613536186712114
leaf_weight=21 48 188 22 28 70 64 76 34 41 29 71 30 62 38 242 33 24 21 34 268 139 86 25 39 24 1110 20 22 24 188
leaf_count=21 48 188 22 28 70 64 76 34 41 29 71 30 62 38 242 33 24 21 34 268 139 86 25 39 24 1110 20 22 24 188
internal_value=0 0.00061824 0.000563037 0.00106864 0.00069332 0.00108067 0.00110502 0.000410405 0.000980916 0.000900784 0.000782429 0.00100671 0.000368854 0.00109606 0.00102841 0.00111046 0.000251516 0.00043438 0.000600803 0.00110666 0.00102603 0.000375472 0.000568488 0.00105539 0.00107443 0.00111876 0.0010066 0.0011239 0.00100483 0.00100407
internal_weight=0 667 595 2454 321 2355 1893 274 462 99 99 421 240 1817 319 1498 86 154 222 1477 391 107 47 281 72 1209 53 1156 46 327
internal_count=3121 667 595 2454 321 2355 1893 274 462 99 99 421 240 1817 319 1498 86 154 222 1477 391 107 47 281 72 1209 53 1156 46 327
is_linear=0
shrinkage=0.00196078


Tree=5517
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 4 1 2 2 4 1 2 15 47 10 11 0 157 475 52 159 457 47 16 1420 1429
split_gain=39.9437 6.28563 3.93189 3.41723 2.34071 1.94772 1.75279 1.23641 1.20182 1.19465 0.935193 0.835286 0.728204 0.61593 0.52435 0.439692 0.358648 0.355831 0.322682 0.308953 0.282611 0.269931 0.255324 0.292469 0.261512 0.287136 0.254013 0.271251 0.233957 0.276059
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.092235000000000025 0.14753000000000002 0.40945500000000007 0.087135000000000004 0.08647500000000001 -0.41942499999999994 0.090100000000000013 -0.38124499999999995 1.0000000180025095e-35 -0.026509999999999995 -0.41266499999999995 -0.08230999999999998 0.039215000000000007 0.014475000000000003 0.048635000000000005 0.081320000000000017 0.19444000000000003 -0.080064999999999983 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 11 12 -6 -5 14 13 -4 28 -16 -14 -3 -18 -9 -7 -13 -23 24 25 -24 27 -25 -1 -30
right_child=1 2 8 10 9 20 -8 19 -10 -11 -12 21 16 -15 15 -17 18 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0015269290945512206 0.0012847854873776498 0.00067935429699430617 0.00073441435614477921 0.0011864374880490968 0.001210981385421766 0.0010725428142755852 0.00078092831509565222 0.0013625023779915827 0.00085105272923030107 0.00075466606934901836 0.00078292539139755625 0.0014333514424898562 0.00047897560814139887 0.00045956068773262901 0.001288093931668752 0.0010293140379778268 0.00038242245414385609 0.00090285370254195203 8.079714767233121e-05 0.0016219440988855425 0.00077058471132457524 0.0013680062160134955 0.0011777594897087269 0.0012754521524315793 0.0012956745112431027 0.00094286700255783698 0.0014802285324848222 0.0010573350404407464 0.0013564469583581405 0.0012235920844307425
leaf_weight=29 74 190 44 34 71 22 24 25 34 32 63 29 32 109 388 27 25 32 30 60 26 55 221 253 66 22 21 24 995 64
leaf_count=29 74 190 44 34 71 22 24 25 34 32 63 29 32 109 388 27 25 32 30 60 26 55 221 253 66 22 21 24 995 64
internal_value=0 0.000745655 0.000679051 0.00128503 0.000824916 0.00129991 0.00130805 0.00131361 0.000506036 0.00106921 0.000924363 0.00130462 0.000457159 0.000538604 0.00133056 0.00127126 0.000313928 0.00071157 0.0002179 0.00154564 0.000908982 0.00124819 0.00124008 0.00122849 0.00118622 0.00115649 0.00127232 0.00125655 0.00135318 0.00134842
internal_weight=0 673 599 2448 325 2351 2303 2279 274 103 97 2194 240 153 1503 415 87 222 55 85 48 691 662 607 309 243 298 277 1088 1059
internal_count=3121 673 599 2448 325 2351 2303 2279 274 103 97 2194 240 153 1503 415 87 222 55 85 48 691 662 607 309 243 298 277 1088 1059
is_linear=0
shrinkage=0.00196078


Tree=5518
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 0 1 150 47 49 12 4 1 4 1 0 52 475 3 40 0 16 1 1
split_gain=45.2744 7.01974 4.25646 3.80857 2.53623 2.1279 1.54507 1.40888 1.28457 1.20891 1.05782 0.773425 0.703672 0.638219 0.618779 0.57465 0.534705 0.487138 0.473531 0.440595 0.418355 0.356745 0.351958 0.327845 0.315012 0.309499 0.3053 0.342654 0.289347 0.264803
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.14753000000000002 -0.10096999999999999 0.085345000000000018 1.0000000180025095e-35 0.078875000000000015 -0.054984999999999992 0.09141500000000001 -0.15289999999999995 0.16175000000000003 -0.52556499999999995 0.13075500000000004 -0.15202999999999997 -0.054584999999999995 -0.07550999999999998 -0.12018999999999998 -0.077714999999999992 -0.075934999999999989 0.083160000000000026 0.12958500000000003 0.13265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 11 25 -4 28 13 12 21 23 22 -2 19 -11 -6 -13 -5 -1 -14 -7 -18 -3 -21 -28 -9 -19
right_child=1 4 8 20 18 10 -8 9 -10 17 -12 16 14 -15 -16 -17 24 29 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0015343936762033318 0.00092129547209284402 0.00058963362148185621 0.001210946614629532 0.00076755741016111437 0.00039382551187519511 0.0013911806058200416 0.001619679257957892 0.0011229964276086087 0.00073803027484819887 0.00096815438393284292 0.00084442490334409514 0.0016449218871546726 0.001087564759414852 0.00093454010865787012 0.0013361802237316367 0.0012594039527615741 0.0010748499189801228 0.00067583955850277606 6.6835394635253925e-05 0.0013794268387984975 0.00046124763473308361 0.0012616639328881353 0.00075425244693885221 0.0012236720167733486 0.0013099282692026896 0.00036677398459584104 0.001092134057947686 0.0013600371008604959 0.00082577413349759344 0.00044893665971251908
leaf_weight=23 23 46 34 60 90 52 79 34 63 20 30 23 29 27 23 121 23 141 21 1057 24 93 21 330 465 50 31 45 20 23
leaf_count=23 23 46 34 60 90 52 79 34 63 20 30 23 29 27 23 121 23 141 21 1057 24 93 21 330 465 50 31 45 20 23
internal_value=0 0.00073208 0.00130632 0.00101185 0.000588739 0.00132292 0.00135119 0.000674075 0.000903795 0.000754955 0.00119981 0.00133962 0.00122083 0.00122588 0.00107001 0.0012054 0.00135327 0.00067925 0.000331963 0.00137625 0.00068004 0.00131574 0.000947574 0.00124647 0.00129885 0.000473561 0.0013708 0.00125076 0.00101291 0.000644018
internal_weight=0 673 2448 228 445 2351 1912 334 97 238 439 1833 189 409 73 144 1644 184 111 1156 84 116 50 382 488 96 1133 76 54 164
internal_count=3121 673 2448 228 445 2351 1912 334 97 238 439 1833 189 409 73 144 1644 184 111 1156 84 116 50 382 488 96 1133 76 54 164
is_linear=0
shrinkage=0.00196078


Tree=5519
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 12 1 2 1 47 4 0 52 150 12 0 12 15 47 4 0 52 13 10 3 16 42 42
split_gain=34.6884 5.62316 3.5157 2.77846 1.96731 1.71545 1.26316 0.932084 0.898319 0.882466 0.855868 0.832508 0.742491 0.944896 0.623846 0.767728 0.537718 0.418069 0.374295 0.35284 0.323044 0.299663 0.277743 0.274351 0.267085 0.226018 0.222138 0.209587 0.202937 0.199757
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.089410000000000003 0.15022500000000003 0.11474000000000002 0.09253500000000002 0.13082500000000002 0.0061450000000000003 -0.11173999999999999 1.0000000180025095e-35 0.09487000000000001 0.13597000000000004 -0.079119999999999982 0.11472500000000001 -0.086849999999999997 0.090100000000000013 -0.52556499999999995 -0.15599999999999997 0.056145000000000007 -0.091904999999999987 -1.0000000180025095e-35 0.31370500000000007 -0.27167499999999994 0.084755000000000011 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 20 6 12 -7 11 28 19 18 13 22 15 -14 -9 -15 23 -5 -3 -19 -1 26 -23 -10 27 -4 -6 -2
right_child=1 2 8 10 9 7 -8 16 25 -11 -12 -13 14 17 -16 -17 -18 21 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001096328503863756 0.001285574335677951 0.00064538858028395933 0.00038719550778900741 0.0012462418998768128 0.0009868061227710995 0.00063169273602611874 0.0014723466204386957 0.0011449726648023483 9.6241702855217701e-05 0.00069162967203249576 0.000773624988384567 0.00085976611641583962 0.0011076851885629573 0.0012733443074918851 0.001244064452601414 0.00069838474723784368 0.00084117601523880199 0.0013762905355639008 0.00073808179446517802 0.00096009144777650234 0.0008583423033283621 0.00098450436470980313 0.00081664160058340604 0.00060171894984794596 0.0012052323368576092 0.00035153046396433138 0.00026805350776104369 0.00057454031475957085 0.0011920623935422427 0.001067950642284225
leaf_weight=43 50 190 58 30 31 20 85 112 20 26 66 27 148 1157 120 20 28 38 21 37 32 22 20 40 502 40 30 38 46 24
leaf_count=43 50 190 58 30 31 20 85 112 20 26 66 27 148 1157 120 20 28 38 21 37 32 22 20 40 502 40 30 38 46 24
internal_value=0 0.000705064 0.000642068 0.0012077 0.000779997 0.00122354 0.00123808 0.00102765 0.000478466 0.00100396 0.000932104 0.000537914 0.00122846 0.00124339 0.00113609 0.00105896 0.00108421 0.00125203 0.000491444 0.00108822 0.000676085 0.00120816 0.00100754 0.000460242 0.00119597 0.000266434 0.000415329 0.000461353 0.00110943 0.00121499
internal_weight=0 673 599 2448 325 2315 2155 160 274 103 133 214 2070 1782 288 168 140 1719 187 67 222 562 63 166 524 60 126 96 77 74
internal_count=3121 673 599 2448 325 2315 2155 160 274 103 133 214 2070 1782 288 168 140 1719 187 67 222 562 63 166 524 60 126 96 77 74
is_linear=0
shrinkage=0.00196078


Tree=5520
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 4 2 10 11 12 123 16 2 15 13 14 52 3 42 133 15 1429 160 15 16 3 151 43 4 132
split_gain=1.34353 0.286471 0.139717 0.142389 0.119835 0.114617 0.105612 0.102485 0.0957076 0.111299 0.0774468 0.0753739 0.0727914 0.086789 0.0715066 0.0682634 0.0636864 0.0822961 0.0631402 0.0598625 0.0590461 0.0558262 0.141504 0.186441 0.0529598 0.0571147 0.0529985 0.115188 0.0812012 0.0529389
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.41257000000000005 0.10005000000000001 -0.062879999999999978 1.0000000180025095e-35 0.09320500000000001 0.084025000000000016 -0.034884999999999992 0.13712500000000002 0.013270000000000002 0.0015850000000000003 -0.46166999999999997 -0.51296999999999993 -0.10831999999999999 0.11688500000000002 0.089980000000000018 -0.43375999999999998 0.084770000000000012 -0.074254999999999988 -0.0072999999999999992 -1.0000000180025095e-35 0.31299000000000005 -0.030624999999999996 -0.04890499999999999 -0.0060199999999999993 0.078465000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 12 6 29 8 -4 21 11 14 -10 13 15 18 -3 -16 -18 -8 24 -7 -1 23 -23 25 26 28 -28 -17 -2
right_child=1 2 7 -5 -6 20 10 -9 9 -11 -12 -13 -14 -15 16 19 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.013020527591232751 0.012474300077588804 0.012419492793269456 -0.0032263300958133879 0.015410760032245891 0.0053086853755468675 0.0094759304616033949 0.013140764198939654 0.0046547976721610339 0.014475023214306153 0.0096588941202277248 0.0058001572579087224 0.020793195068836215 0.0038712977670283966 0.012112806175968478 0.013724543720794222 0.01080818714779945 0.0036339914139646755 0.010185768490988914 0.0089430167567029241 0.0023125107312807814 0.0033255360244462888 0.012066813785797702 0.014896491490938564 0.0011345937418249937 0.0034141450854284425 0.0040762588874037773 0.0068361586774699397 0.014817546672103081 0.0035556045749935471 0.0075219157189130789
leaf_weight=1721 158 20 21 20 22 37 244 77 35 21 24 41 71 35 30 26 26 73 42 32 27 39 47 26 35 35 40 33 38 25
leaf_count=1721 158 20 21 20 22 37 244 77 35 21 24 41 71 35 30 26 26 73 42 32 27 39 47 26 35 35 40 33 38 25
internal_value=0 0.00775368 0.00633706 0.00719515 0.0126551 0.0105238 0.0127233 0.00296598 0.0130417 0.0161029 0.0113233 0.0178835 0.00674498 0.00743896 0.0116427 0.00680736 0.00968823 0.0084651 0.0125243 0.00633772 0.00688123 0.0128797 0.0107164 0.00769393 0.00695998 0.00768151 0.00860256 0.0104442 0.00650197 0.0117977
internal_weight=0 730 483 385 2391 247 2369 98 1930 97 439 76 365 294 415 259 129 99 286 239 64 1833 112 65 207 172 137 73 64 183
internal_count=3121 730 483 385 2391 247 2369 98 1930 97 439 76 365 294 415 259 129 99 286 239 64 1833 112 65 207 172 137 73 64 183
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 159 14 4 47 14 1 4 2 1 47 3 43 49 12 11 3 3 16 1 49 0 1
split_gain=27.8837 3.29185 2.9258 2.59199 1.7901 1.10212 1.05864 1.02706 0.791644 0.641843 0.591961 0.50786 0.396237 0.367045 0.341836 0.380583 0.406719 0.339234 0.302328 0.373811 0.298303 0.297906 0.293391 0.293363 0.287157 0.302437 0.223642 0.243567 0.207177 0.203547
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.092550000000000007 0.13075500000000004 -0.17966999999999997 0.082585000000000006 0.076175000000000007 0.053925000000000008 0.077555000000000013 0.062655000000000016 0.16175000000000003 -0.51253999999999988 0.088930000000000023 0.081315000000000012 0.091680000000000011 0.31299000000000005 -0.013199999999999998 -0.012034999999999999 0.13597000000000004 0.080455000000000013 0.11658 -0.047929999999999993 -0.0007049999999999999 0.10124500000000002 -0.065034999999999996 -0.010949999999999998 0.11829500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 9 -3 -6 18 14 21 12 24 -8 -4 -16 -17 26 19 29 -2 22 28 -21 -1 -26 27 -9 -7 -5
right_child=1 6 5 8 7 10 13 17 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00073555402951636789 0.0007413185026277513 0.00055527629508011751 0.0013561709503965829 0.00072110873438221014 0.0011080246731764128 0.0010492940203116893 0.00035842700569454816 0.00087005102653908576 0.00039192704835552735 0.0013411967367443585 0.0008985754216748427 0.0012363416206936876 0.0012419716122688031 9.8337517612997227e-05 0.001123944256494774 0.0010674580631028522 0.00081657399649994909 0.00088513264506772532 0.00046581318693272037 0.000980732717788687 0.001005534482492612 0.00085292578932399119 0.0011829565404695476 0.00070238303176952083 0.0009021058629930408 0.0010745652252743914 0.00058405574417240869 0.00061334648082329033 0.00085055344328492969 0.00047216297750796919
leaf_weight=21 20 133 21 23 28 508 126 30 58 47 124 35 20 25 958 311 27 31 24 24 92 29 63 37 87 71 72 27 21 28
leaf_count=21 20 133 21 23 28 508 126 30 58 47 124 35 20 25 958 311 27 31 24 24 92 29 63 37 87 71 72 27 21 28
internal_value=0 0.000579747 0.00105309 0.000720845 0.000904059 0.00108292 0.000427718 0.000761584 0.000583727 0.00111604 0.00102227 0.00101853 0.000980218 0.000315366 0.00110801 0.00110399 0.00104742 0.000700956 0.000665525 0.00070832 0.000958353 0.00104696 0.00105647 0.000811898 0.000950972 0.000979603 0.000656697 0.000748454 0.0010414 0.000584433
internal_weight=0 590 2531 306 422 2109 284 188 194 1364 745 234 199 151 1317 1296 338 160 136 112 112 621 592 61 179 158 129 57 529 51
internal_count=3121 590 2531 306 422 2109 284 188 194 1364 745 234 199 151 1317 1296 338 160 136 112 112 621 592 61 179 158 129 57 529 51
is_linear=0
shrinkage=0.00196078


Tree=5522
num_leaves=31
num_cat=0
split_feature=1 52 3 124 47 50 2 48 42 48 52 15 4 1176 12 403 159 3 4 4 132 2 14 0 15 157 42 15 13 12
split_gain=1.24372 0.270879 0.172658 0.114342 0.109112 0.114651 0.0986202 0.097598 0.0854618 0.0797393 0.0789915 0.0637684 0.126853 0.0813857 0.091531 0.0984169 0.0853718 0.0749785 0.0977442 0.0729334 0.0691093 0.0670054 0.0637188 0.0733097 0.0572801 0.0558121 0.0477249 0.0459746 0.0517832 0.0450711
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 0.078345000000000012 0.10616500000000001 0.13404500000000005 -0.081134999999999999 -0.0060199999999999993 0.11553500000000001 0.056145000000000007 0.040760000000000005 -0.15464999999999998 0.085295000000000024 0.09320500000000001 -0.088144999999999987 0.083870000000000014 0.092670000000000016 -0.50940999999999981 -0.031404999999999995 0.082150000000000015 0.089005000000000015 -0.46413499999999996 -0.23091999999999999 -0.024814999999999997 -0.06457499999999998 0.090545000000000014 -0.11713499999999999 -0.01163 0.11903500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 8 5 7 11 -3 -1 27 -4 13 -13 14 15 -5 21 18 -17 -19 -20 -16 -9 -24 -22 -25 -2 -6 -29 -27
right_child=1 2 10 6 9 -7 -8 22 -10 -11 -12 12 -14 -15 16 17 -18 19 20 -21 24 -23 23 25 -26 29 -28 28 -30 -31
leaf_value=0.012221071978983207 0.013934587948306494 0.012839314849115907 0.0010772520715606885 0.0070516585605219012 0.015391192748211324 0.012384662960445689 0.007825101156509957 0.009901958268892487 0.0060535628761533861 0.0068288964290851642 0.0070614323849440552 0.018237064345631489 0.012693937519581533 0.0058245075824247166 0.0054619469948000085 0.01859780556211869 0.014013845700431954 0.012982432932725975 0.013040631116442518 0.0066944286274986387 0.01206605781576243 0.010309151713348305 0.010648620936452696 0.00053978227910452664 0.0052083602130767849 0.0047997891828671507 0.008727246010676027 0.012895672160255559 0.0071435738884811778 0.0091885421138543349
leaf_weight=39 66 20 71 32 24 31 49 32 53 56 32 43 1035 22 33 30 55 35 666 39 29 210 23 28 21 234 24 34 29 26
leaf_count=39 66 20 71 32 24 31 49 32 53 56 32 43 1035 22 33 30 55 35 666 39 29 210 23 28 21 234 24 34 29 26
internal_value=0 0.00740914 0.00668677 0.012125 0.00740611 0.00654736 0.0122633 0.00604885 0.00866805 0.00977219 0.00293641 0.01236 0.012915 0.0118494 0.0119646 0.0124923 0.0104561 0.0127046 0.0130057 0.00966848 0.0127714 0.00965089 0.00565291 0.00521571 0.00918582 0.00478183 0.012546 0.0116667 0.0102479 0.00523866
internal_weight=0 730 640 2391 537 394 2299 363 92 143 103 2250 1078 1172 1150 852 298 820 746 74 716 243 343 311 50 288 90 87 63 260
internal_count=3121 730 640 2391 537 394 2299 363 92 143 103 2250 1078 1172 1150 852 298 820 746 74 716 243 343 311 50 288 90 87 63 260
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 14 47 2 1 2 2 4 1 4 1 43 47 14 3 4 475 4 12 160 15 15 12 42
split_gain=27.7844 4.69431 2.81604 2.53044 1.44164 1.4397 1.07487 1.02055 1.01359 0.743345 0.737931 0.670073 0.477399 0.464658 0.339639 0.286436 0.370061 0.254844 0.227718 0.272189 0.222916 0.407449 0.231448 0.203009 0.215512 0.20265 0.186968 0.185446 0.17868 0.175546
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.10672500000000001 0.09253500000000002 0.090425000000000019 0.14285500000000004 0.40945500000000007 0.090540000000000023 -0.013514999999999998 0.085110000000000005 0.05259500000000001 0.090100000000000013 -0.23083499999999998 0.086245000000000016 -0.031404999999999995 -0.088274999999999978 -0.0070899999999999991 0.10124000000000001 -1.0000000180025095e-35 -0.41942499999999994 0.090455000000000021 0.092855000000000007 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 18 7 11 12 23 -5 14 13 -4 20 17 -17 -13 19 -3 22 -22 -1 -7 -25 -15 -14 -9 -19 -24
right_child=1 2 8 10 -6 9 -8 27 -10 -11 -12 15 26 25 -16 16 -18 28 -20 -21 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00098191542247999899 0.0010930742484097386 0.00074855874176898041 0.0006265968777624931 0.00099670813046180955 0.00075539164427740899 0.0011459450690663436 0.00066743106473363448 0.0013967625663138252 0.00073204430468700279 0.00061368224881485072 0.00063621654689829282 0.0011084967027265786 0.00038932904326685158 0.00053867501008105195 0.0010543302605968972 0.0010282476831948309 0.00080423642958383026 0.00083535704709568608 0.00076164113522567568 0.00055367988638699685 0.0011819233375242333 0.00081671072870416711 0.0011627379130345632 0.0010351266112982058 0.00078862669888664697 0.00033132969331600622 0.00021319869229161214 0.0012111835971387783 0.0010388478167035141 0.0011072092606605553
leaf_weight=34 76 33 43 34 48 22 22 47 37 28 61 346 37 24 241 332 31 21 33 167 24 23 739 30 25 74 62 37 79 311
leaf_count=34 76 33 43 34 48 22 22 47 37 28 61 346 37 24 241 332 31 21 33 167 24 23 739 30 25 74 62 37 79 311
internal_value=0 0.000633339 0.000576527 0.00107893 0.00109169 0.000696641 0.00109875 0.00110294 0.000429962 0.00088727 0.000765235 0.00109477 0.000383391 0.000456669 0.00112116 0.00105001 0.00100912 0.0010833 0.000610734 0.000585835 0.0011354 0.0010032 0.00114114 0.000986757 0.000923081 0.000382108 0.000279025 0.00131502 0.000996115 0.00114629
internal_weight=0 691 615 2430 2335 338 2287 2265 277 105 95 2181 240 141 1372 809 363 446 233 200 1131 47 1084 77 55 98 99 84 100 1050
internal_count=3121 691 615 2430 2335 338 2287 2265 277 105 95 2181 240 141 1372 809 363 446 233 200 1131 47 1084 77 55 98 99 84 100 1050
is_linear=0
shrinkage=0.00196078


Tree=5524
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 159 2 14 2 1 2 4 132 15 1 47 1 0 1 3 475 475 52 1420 52 3 0 52
split_gain=17.6412 2.83788 1.93328 1.45219 1.0081 0.887592 0.717175 0.500559 0.498882 0.489703 0.418883 0.412154 0.327667 0.380613 0.246015 0.227753 0.225618 0.182653 0.173498 0.159509 0.158572 0.152587 0.150893 0.185854 0.171952 0.174516 0.145799 0.138245 0.137678 0.119639
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10672500000000001 0.062655000000000016 0.092235000000000025 0.092845000000000025 0.14753000000000002 0.40945500000000007 0.08764000000000001 -0.41942499999999994 0.089875000000000024 0.090100000000000013 0.14262000000000002 -0.095504999999999993 0.11588000000000001 0.0068900000000000012 -0.088274999999999978 -0.10344499999999998 0.26391000000000003 -0.081459999999999991 -0.16675999999999999 1.0000000180025095e-35 -0.067624999999999977 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 9 -4 20 10 16 -5 13 21 15 -14 22 27 -17 -18 -6 -9 23 -1 25 -24 -11 -3 -21 -12
right_child=1 2 7 11 8 -7 -8 12 -10 26 29 -13 14 -15 -16 18 19 -19 -20 28 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088624487153622276 0.00083498614896967353 0.00038405674837150742 0.00056549031758009491 0.00075882561460421656 0.00086513688781262644 0.00057698064696749829 0.00050919893531743558 0.00034693693397682887 0.00046795720324804905 0.00084955743459217683 0.00090980664187786627 0.0004956963220900351 0.00028994538934817192 0.00026584147104348233 0.00037204023210608329 0.00018438211664814852 0.00070003767639027997 0.00059044457018169155 -5.524168142186391e-05 0.00084728683104020762 0.00068045679791938396 0.00056192690701363914 0.001060445730537037 0.00062213599462719517 0.00076471800360979189 0.00088000692141520674 0.0010410027853234322 0.00048937666434747029 0.00069098894125203673 0.00079800498910009875
leaf_weight=21 74 100 26 37 39 48 24 22 27 20 39 60 23 105 21 21 41 34 26 223 33 30 21 20 49 1104 65 92 24 652
leaf_count=21 74 100 26 37 39 48 24 22 27 20 39 60 23 105 21 21 41 34 26 223 33 30 21 20 49 1104 65 92 24 652
internal_value=0 0.000472729 0.000427976 0.000831178 0.000530258 0.000840879 0.000846379 0.000306656 0.000695255 0.00084993 0.000844273 0.000596065 0.000279521 0.000333782 0.000185905 0.000130064 0.000862643 0.00045798 5.18243e-05 0.000813299 0.000780492 0.00047097 0.000874339 0.000757411 0.000878423 0.000883375 0.000995957 0.000434523 0.0008321 0.000804315
internal_weight=0 673 599 2448 325 2351 2303 274 99 2279 2194 97 248 157 91 70 1503 226 47 288 72 52 1215 41 1174 1125 85 192 247 691
internal_count=3121 673 599 2448 325 2351 2303 274 99 2279 2194 97 248 157 91 70 1503 226 47 288 72 52 1215 41 1174 1125 85 192 247 691
is_linear=0
shrinkage=0.00196078


Tree=5525
num_leaves=31
num_cat=0
split_feature=1 3 2 123 4 2 45 2 2 16 484 51 4 158 1 40 52 2 12 49 13 160 159 4 0 157 403 0 402 16
split_gain=1.27658 0.278764 0.130699 0.11772 0.116551 0.0950069 0.0862789 0.073283 0.182371 0.0836625 0.0859479 0.0919731 0.0719072 0.0756676 0.0675976 0.0643293 0.061629 0.0579683 0.0564421 0.052526 0.0522165 0.0854874 0.0811579 0.0654764 0.160403 0.0758329 0.068766 0.0650968 0.065076 0.0914421
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 1.0000000180025095e-35 0.41257000000000005 0.13501500000000002 0.081955000000000014 -1.0000000180025095e-35 0.10613000000000002 0.23311500000000004 -0.067484999999999989 0.10532000000000001 0.042705000000000007 0.080695000000000003 0.083345000000000016 -0.077474999999999988 0.12354000000000001 0.12043500000000001 -0.11019 0.10390000000000001 -0.085384999999999975 -0.55248999999999981 -0.016814999999999997 -0.073934999999999987 -0.10474999999999998 -0.082259999999999986 0.4024950000000001 -0.087519999999999987 -1.0000000180025095e-35 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 17 6 12 15 -9 10 -10 16 20 14 -14 -3 -12 -2 -17 -15 22 -22 -1 25 -25 -23 27 -27 29 -24
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 11 -13 13 19 -16 18 -18 -19 -20 -21 21 23 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.016087180286841956 0.011877274999655235 0.0064398085759021341 -0.0014571496245005856 0.0086145912551973802 0.0064603466073015663 0.0079182020398244884 0.018141449328798517 0.01208667934085403 0.00011060848948545755 -0.00031082012690603739 0.0054167670441320412 0.01137504120094654 0.010804976466917308 0.015453226993582687 0.0064160646817586183 0.004864181296822305 0.010924679672588474 0.0064220846821130681 -0.0018608481730692664 0.010140202206869921 0.0057747544720768932 0.018540582635129491 0.021164339594542982 0.0068973654235378497 0.012141481971118822 0.015327617121618932 0.018466804070132122 0.012314888517823839 0.012253347189431328 0.012941959441492432
leaf_weight=95 170 50 23 89 69 48 26 58 20 20 174 39 148 49 46 24 23 22 26 30 20 24 21 64 658 81 21 626 319 38
leaf_count=95 170 50 23 89 69 48 26 58 20 20 174 39 148 49 46 24 23 22 26 30 20 24 21 64 658 81 21 626 319 38
internal_value=0 0.00737807 0.00588899 0.0121835 0.00998539 0.0123208 0.012414 0.0062783 0.00698933 0.00591814 0.00640478 0.00693819 0.0123475 0.0108267 0.00976431 0.00390349 0.00605982 0.0112522 0.00136717 0.0134356 0.0125586 0.0122687 0.0134743 0.0123568 0.0116766 0.0130099 0.0128276 0.0126601 0.0128176 0.0158686
internal_weight=0 718 457 2403 261 2314 2266 434 334 276 256 236 2240 273 194 100 197 192 50 79 1967 1494 473 1474 722 752 728 707 378 59
internal_count=3121 718 457 2403 261 2314 2266 434 334 276 256 236 2240 273 194 100 197 192 50 79 1967 1494 473 1474 722 752 728 707 378 59
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 1 14 49 1 159 1 4 1 50 0 3 1 1 40 12 4 15 1 47
split_gain=27.5785 4.4632 2.33507 2.17033 1.56539 1.40293 1.07972 1.03608 0.981509 0.858374 0.813989 0.662078 0.655283 0.368935 0.339212 0.317023 0.319765 0.279818 0.453129 0.277758 0.262766 0.247738 0.238798 0.23032 0.228302 0.223677 0.219916 0.203516 0.207471 0.191642
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 0.09253500000000002 0.062655000000000016 -0.054984999999999992 0.090540000000000023 0.030370000000000005 0.085110000000000005 -0.059649999999999988 0.086920000000000011 0.041865000000000006 -0.070154999999999981 -0.14186499999999996 0.11910500000000002 0.12408500000000001 -0.077714999999999992 0.091715000000000005 0.063160000000000008 -0.41396999999999995 0.14262000000000002 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 24 -9 -10 12 -4 14 -2 -1 17 20 21 25 27 -17 -12 -5 -11 -3 -19 -7 -6 -29 -15
right_child=1 4 11 22 19 26 -8 8 9 23 15 -13 -14 29 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011168454835389166 0.00075169867770039718 0.0004906357974723102 0.00098070186426414056 0.00067551197498900018 0.00035181062261539477 0.00056394691232080556 0.00067173140481406558 0.00096381318530226062 0.00090380394805212314 0.00057584924161660934 0.0011690492485435045 0.00064118551829504583 0.0013132039802975337 0.0011039393280832407 0.0010361151910033308 0.0011281186151553726 0.0013308036764361161 0.0010622133110083786 0.0007826797561806514 0.00047147031761087801 0.00091198308064657102 0.00103440093420912 0.00046492309808517866 0.00041504383699703269 0.00029922952072000968 0.00096851046575298046 0.0008512399972431244 0.00028264774192197651 2.74184503854295e-05 0.00094773833101648348
leaf_weight=1092 23 46 34 47 36 20 25 30 28 134 68 63 59 58 245 95 23 165 38 26 28 231 37 46 50 241 21 25 24 63
leaf_count=1092 23 46 34 47 36 20 25 30 28 134 68 63 59 58 245 95 23 165 38 26 28 231 37 46 50 241 21 25 24 63
internal_value=0 0.000610151 0.00105833 0.000833229 0.000495854 0.00107063 0.00107701 0.000562897 0.000632255 0.000584434 0.00108144 0.000760191 0.00111098 0.000979341 0.00110205 0.00103507 0.0011186 0.00101865 0.000987428 0.000294123 0.00107892 0.00106502 0.000582753 0.000534755 0.000390945 0.00100659 0.000711097 0.000239876 0.000157637 0.00102261
internal_weight=0 673 2448 228 445 2351 2310 334 238 208 2285 97 1396 144 1337 889 146 743 444 111 123 299 84 180 96 406 41 85 49 121
internal_count=3121 673 2448 228 445 2351 2310 334 238 208 2285 97 1396 144 1337 889 146 743 444 111 123 299 84 180 96 406 41 85 49 121
is_linear=0
shrinkage=0.00196078


Tree=5527
num_leaves=31
num_cat=0
split_feature=1 1 3 124 4 2 42 1 14 52 2 13 51 43 3 48 2 0 1447 159 42 43 158 15 12 12 52 52 4 3
split_gain=1.18638 0.256241 0.143004 0.109945 0.0966472 0.0869129 0.077855 0.0715577 0.0710576 0.0693675 0.0691833 0.0664324 0.0876158 0.0580848 0.107567 0.0761897 0.0558168 0.0800937 0.069625 0.0627456 0.0619247 0.232713 0.0589291 0.0566269 0.0538131 0.100527 0.0522555 0.0818919 0.121431 0.0948843
threshold=0.10337500000000001 0.12337000000000002 -0.034684999999999994 -0.076779999999999987 0.042705000000000007 0.15109000000000003 -0.0060199999999999993 0.16773500000000005 0.062655000000000016 0.11434500000000002 0.11411 -0.004174999999999999 -0.040379999999999992 -0.04890499999999999 0.11658 0.083685000000000009 0.089885000000000007 -0.23091999999999999 -0.082954999999999987 0.083870000000000014 0.084835000000000008 -0.11180499999999999 0.083705000000000016 -0.013969999999999998 0.083785000000000012 0.084100000000000022 0.086450000000000013 -0.45478499999999994 -0.080584999999999976 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 8 -1 11 16 13 -6 -3 -13 15 -15 -4 20 -18 -19 26 -5 -22 23 -21 -23 -26 27 -20 -29 -30
right_child=1 7 9 5 10 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 18 19 22 21 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.011832870294650397 0.012638376356723408 0.0041275228378611483 0.00032861592771951111 0.012787850983821054 0.010452169078052976 0.0054399955352502213 0.006034456384051673 -0.0005504584344832793 0.014739812356008984 0.011995328687455344 0.0052657405152743645 0.012939324676567179 0.0057167465760844804 0.011553222670891258 0.005198504359993552 0.0067415038435931565 0.0050690558783355218 0.015624201680637068 0.012226140464993259 0.019955793432891372 0.0013254340187731114 0.01616808204325261 0.011265151889349978 0.013172773446422072 0.0046373024268541486 0.011867666910267166 0.011746998097263643 0.0033668584020977673 0.0042518472574927194 0.010544460882244746
leaf_weight=39 105 178 32 764 64 21 57 23 85 23 43 22 71 43 70 44 21 36 116 20 22 27 65 32 20 499 306 33 27 213
leaf_count=39 105 178 32 764 64 21 57 23 85 23 43 22 71 43 70 44 21 36 116 20 22 27 65 32 20 499 306 33 27 213
internal_value=0 0.00707341 0.00864649 0.0117059 0.010483 0.0118439 0.00839006 0.00480474 0.0119028 0.00680999 0.0083679 0.00525924 0.00742531 0.00617897 0.00761667 0.00404134 0.0117932 0.0111697 0.0113208 0.01113 0.0121999 0.0114092 0.0132725 0.0157816 0.0118155 0.011589 0.0107693 0.0100003 0.00905449 0.00983654
internal_weight=0 718 424 2403 212 2307 96 294 2286 212 107 271 93 189 113 76 2201 869 848 812 1332 568 117 52 546 519 695 389 273 240
internal_count=3121 718 424 2403 212 2307 96 294 2286 212 107 271 93 189 113 76 2201 869 848 812 1332 568 117 52 546 519 695 389 273 240
is_linear=0
shrinkage=0.1


Tree=5528
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 4 14 2 4 11 1 4 1 2 160 12 3 15 131 47 3 15 10 4 14
split_gain=26.3487 4.27218 2.71289 1.85835 1.39773 1.22205 1.05745 0.804617 0.76349 0.666668 0.631741 0.605621 0.568568 0.525144 0.446838 0.334563 0.59511 0.313041 0.259059 0.252154 0.242842 0.252502 0.198981 0.193174 0.187445 0.182476 0.181551 0.191381 0.166582 0.160202
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.14960000000000004 0.27834500000000006 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.091195000000000012 0.094835000000000017 -0.067824999999999983 0.095780000000000018 -0.10831999999999999 -0.059484999999999989 0.091440000000000007 0.090100000000000013 -0.010424999999999999 -0.41942499999999994 -0.38124499999999995 0.0049200000000000008 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 24 6 11 18 12 14 28 17 13 -4 15 20 -17 -5 -1 -15 21 -8 -20 -2 29 -21 -14 -28 -6 -3
right_child=1 2 8 5 10 -7 9 -9 -10 -11 -12 -13 26 19 -16 16 -18 -19 22 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011074096751069232 0.0010922190334888672 0.00067100486212105478 0.0006226867748271766 0.0010816815498446355 0.0010858544004796818 0.00061576397075327634 0.00086619597177570119 0.00065655998798824571 0.00066314774534247188 0.00065354257025183199 0.00062305202166256608 0.001269889088237987 0.00034399525796432909 0.00053585382271319855 0.0011378490323883023 0.0010583471809448648 0.00067233064428354249 0.00099962226327014519 0.00097359146235197116 0.00041677698483873232 0.00095572912735691191 0.0010426067988049972 0.00072629934412538468 0.0008666348807951983 0.00070427513781788891 0.00022481169232428013 0.0003029651371944769 8.0887956577330964e-05 0.00088148061805368996 0.0005169196945579164
leaf_weight=26 54 31 39 1111 23 26 34 69 34 22 34 60 37 23 81 28 34 213 29 32 315 378 22 20 32 47 25 37 46 159
leaf_count=26 54 31 39 1111 23 26 34 69 34 22 34 60 37 23 81 28 34 213 29 32 315 378 22 20 32 47 25 37 46 159
internal_value=0 0.000586778 0.000531868 0.00102485 0.00065303 0.00103845 0.00104328 0.000810329 0.000388154 0.000990636 0.000841811 0.00107721 0.000349197 0.000429166 0.00099916 0.000984922 0.000846661 0.00106848 0.000948122 0.000355173 0.000996713 0.00102805 0.000866916 0.00103125 0.000565442 0.00030257 0.000235301 0.000170435 0.000949605 0.00054206
internal_weight=0 673 599 2448 325 2302 2276 146 274 892 103 1384 240 141 870 789 62 1324 77 102 727 412 51 74 222 79 99 62 69 190
internal_count=3121 673 599 2448 325 2302 2276 146 274 892 103 1384 240 141 870 789 62 1324 77 102 727 412 51 74 222 79 99 62 69 190
is_linear=0
shrinkage=0.00196078


Tree=5529
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 47 1 4 14 3 2 14 0 1 2 4 12 15 4 3 47 131 15 39 0 0 160 3 4
split_gain=37.721 6.08248 3.95348 3.20442 2.27613 1.67637 1.24197 1.08377 1.02755 0.950295 0.836355 0.653214 0.580751 1.02242 0.980374 0.525709 0.517445 0.504998 0.361772 0.354253 0.454333 0.339134 0.335777 0.400598 0.371887 0.304309 0.323981 0.282412 0.268835 0.264071
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.11658 0.14285500000000004 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.13501500000000002 0.27834500000000006 0.087695000000000009 -0.086849999999999997 -0.52556499999999995 -0.13927999999999999 0.090100000000000013 0.082750000000000004 -0.41396999999999995 0.093755000000000019 -0.061629999999999997 0.11070500000000001 -0.067824999999999983 -0.010424999999999999 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 9 11 18 -6 12 15 16 -1 14 -14 -7 -4 19 -5 -15 -21 -3 23 -13 -25 -19 -27 -18 -29 -2
right_child=1 2 6 7 8 10 -8 -9 -10 -11 -12 22 13 17 -16 -17 27 25 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0016080452697951587 0.0013386181955244026 0.00066464362834686925 0.00071623687079394507 0.0012909837330088896 0.0011802503188418211 0.0012017764088253237 0.00083884480425437018 0.00077696247884048567 0.00075704920032591209 0.0015009398647671721 0.00081571774974431653 0.00042373973409193157 0.0012798482221729503 0.0015812550995752813 0.00093110854806613787 0.0009562723453106802 0.00064190581142394227 0.0012697240285735683 0.001001233841866555 0.0010387117726629188 0.0013313070372185693 0.00088283640204691422 0.00054329789298422193 -1.4001490171790842e-05 0.00034164006292235617 0.0009417870986288872 0.0012786415583835818 0.00053364375349951396 0.00030064017196800941 0.0010884019747084263
leaf_weight=21 50 190 39 30 71 358 34 66 32 81 26 33 63 21 61 37 23 864 37 21 718 32 20 26 20 23 21 32 47 24
leaf_count=21 50 190 39 30 71 358 34 66 32 81 26 33 63 21 61 37 23 864 37 21 718 32 20 26 20 23 21 32 47 24
internal_value=0 0.00072712 0.000661601 0.00125127 0.000807866 0.00126827 0.000488112 0.000955298 0.00104877 0.00129315 0.00115636 0.000438425 0.00128387 0.00128007 0.00110829 0.00117878 0.00052414 0.00129284 0.00113097 0.00133013 0.00132299 0.000696095 0.000316345 0.000258888 0.000140625 0.00126162 0.00110256 0.000450691 0.000395021 0.00125747
internal_weight=0 673 599 2448 325 2315 274 133 103 1894 421 240 1813 1792 124 395 141 1668 67 760 739 222 99 79 46 908 44 102 79 74
internal_count=3121 673 599 2448 325 2315 274 133 103 1894 421 240 1813 1792 124 395 141 1668 67 760 739 222 99 79 46 908 44 102 79 74
is_linear=0
shrinkage=0.00196078


Tree=5530
num_leaves=31
num_cat=0
split_feature=1 4 3 4 124 1 2 1 47 42 0 14 44 0 1 3 4 4 3 0 15 0 394 156 483 15 133 157 0 51
split_gain=1.29566 0.283091 0.161214 0.117292 0.111692 0.100481 0.0883916 0.0817294 0.077139 0.0766866 0.0720925 0.0692955 0.065998 0.108545 0.149193 0.0892785 0.0890491 0.0644987 0.0886517 0.0630764 0.0858964 0.0623365 0.0728159 0.0653646 0.0578823 0.0823577 0.054506 0.0537472 0.0822881 0.0751625
threshold=0.10337500000000001 0.27287000000000006 -0.063814999999999997 0.09173000000000002 -0.076779999999999987 0.13075500000000004 0.13404500000000005 0.14262000000000002 0.10621500000000002 -0.0060199999999999993 0.024095000000000002 0.062655000000000016 1.0000000180025095e-35 -0.10836499999999999 0.083345000000000016 1.0000000180025095e-35 0.022185000000000003 0.42642000000000008 -0.028564999999999997 -0.14454499999999995 -0.03241999999999999 -0.079119999999999982 -0.079154999999999989 -0.080434999999999993 0.085330000000000017 -0.46471999999999997 0.11524500000000001 -0.087424999999999989 -0.08824499999999999 -0.085534999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 9 17 11 8 -4 -1 -7 12 13 14 19 -16 21 18 -3 -6 -21 27 -23 -24 25 -19 -18 28 -15 -29
right_child=1 5 3 -5 6 10 -8 -9 -10 -11 -12 -13 -14 16 15 -17 26 24 -20 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.01223818042005102 0.011587296819494546 0.0095200417009182279 0.006334049931927762 0.013335106236239276 0.017480493225157264 0.0042187378287082541 0.0081005965264476076 0.00057189734186977156 0.011463349549255025 0.0064834432745875239 -0.0015687733816985901 0.015194665940807145 0.017292122270625373 0.01402464473190216 0.00093345136514731827 0.0086176322699800419 0.011024965364068079 0.01352278469263443 0.0022506955591048683 0.013843526860832104 0.0064401427954435351 0.0058955753361806277 0.017257067816250998 0.011821767749165624 0.0050118754912788673 0.0060078779347240924 0.0060794801675141431 0.01650114534978769 0.0077805906149518225 0.013044142876511532
leaf_weight=39 157 25 158 30 20 125 49 20 36 57 26 85 26 39 21 54 156 35 51 42 25 20 23 582 30 25 26 67 46 1026
leaf_count=39 157 25 158 30 20 125 49 20 36 57 26 85 26 39 21 54 156 35 51 42 25 20 23 582 30 25 26 67 46 1026
internal_value=0 0.00732221 0.00908767 0.00747931 0.0121634 0.00508893 0.0123025 0.0066584 0.00728588 0.00882131 0.00322221 0.0123937 0.0122841 0.0122235 0.00973454 0.00646606 0.0124266 0.00678697 0.00464193 0.0125522 0.0110811 0.0126394 0.0118321 0.0120284 0.00859834 0.0103916 0.0103185 0.0130677 0.0106455 0.0132561
internal_weight=0 718 401 244 2403 317 2307 214 194 96 151 2258 2173 2147 162 75 1985 166 76 87 67 1803 625 605 90 60 182 1178 85 1093
internal_count=3121 718 401 244 2403 317 2307 214 194 96 151 2258 2173 2147 162 75 1985 166 76 87 67 1803 625 605 90 60 182 1178 85 1093
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 11 1 11 12 13 0 1 150 160 48 1 50 16 2 15 0 1 4
split_gain=24.217 3.00857 2.59178 1.55048 1.43391 1.39503 1.00708 0.857647 0.914639 0.636576 0.50025 0.434154 0.426528 0.415276 0.356036 0.315913 0.306908 0.299134 0.294264 0.293763 0.328668 0.299217 0.272294 0.262961 0.232016 0.230025 0.217292 0.235157 0.205342 0.205034
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 -0.0096849999999999974 -0.23194499999999998 1.0000000180025095e-35 0.10124500000000002 0.080150000000000013 0.13597000000000004 -1.0000000180025095e-35 -0.13027499999999997 0.122715 0.091105000000000005 -0.078564999999999982 0.084670000000000009 0.12000500000000001 0.041865000000000006 -0.078464999999999993 0.11389000000000002 -0.089964999999999976 -0.094654999999999975 0.12958500000000003 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 7 12 22 28 -6 15 -1 17 19 -14 24 -10 -4 -2 20 -11 -22 -3 26 -8 29 27 -7 -9 -13
right_child=1 5 6 -5 9 23 10 8 16 13 -12 25 14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012529256642396013 0.00098158689327986848 0.00056574759674654195 0.0008327045402925263 0.00055641988124530595 0.0010251199867833197 0.00044159558985163182 0.0010957689767676967 0.0010052637195417163 0.00047735444367791357 0.00064016808516560698 0.0009139837775245744 0.0010663352798724519 0.0013527078276661002 0.00061979228981384944 0.0010989902352585511 0.00081108821070358724 0.00065103277727854693 0.0010688332983123724 0.0007521465898033652 0.00060020965024324237 0.0010460535351301775 0.00078152058661398749 0.0003218583236269313 0.00046065905149660855 0.0010046855225557879 0.00076816764814095664 6.755263533828359e-05 0.00019673573471205952 0.00073074817292246165 0.00092246551612325462
leaf_weight=22 83 24 21 74 31 25 145 22 94 21 253 69 37 85 50 27 67 1160 29 22 35 31 66 26 416 21 22 38 20 85
leaf_count=22 83 24 21 74 31 25 145 22 94 21 253 69 37 85 50 27 67 1160 29 22 35 31 66 26 416 21 22 38 20 85
internal_value=0 0.000570305 0.00101143 0.000776661 0.000871163 0.0004753 0.0010395 0.000546218 0.000616854 0.000764214 0.000986888 0.000993313 0.0010744 0.000722523 0.00120689 0.00101826 0.000549631 0.00106463 0.000922178 0.000802634 0.000853822 0.000921803 0.000386895 0.0002881 0.00102823 0.000960676 0.000235318 0.000293902 0.000874542 0.000986927
internal_weight=0 590 2531 186 422 404 2109 293 203 225 841 197 1268 194 87 588 161 1181 112 109 87 66 90 111 561 175 85 63 42 154
internal_count=3121 590 2531 186 422 404 2109 293 203 225 841 197 1268 194 87 588 161 1181 112 109 87 66 90 111 561 175 85 63 42 154
is_linear=0
shrinkage=0.00196078


Tree=5532
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 457 1 0 34 4 13 12 4 47 15 475 1 3 15 0 16 2 4
split_gain=39.1306 6.58887 3.88244 3.46108 2.31357 1.69323 1.19313 1.11747 1.07237 0.995008 0.909154 0.777909 0.610373 0.585665 0.593633 0.526565 0.494073 0.369057 0.345344 0.385684 0.330488 0.310297 0.295371 0.29041 0.277595 0.268542 0.399237 0.360849 0.246446 0.229778
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.10672500000000001 0.14122000000000004 0.14753000000000002 0.080930000000000016 0.089770000000000016 -0.10607499999999999 -1.0000000180025095e-35 0.27834500000000006 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -0.41942499999999994 -0.079029999999999975 0.11588000000000001 -0.12711499999999995 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 -0.0091949999999999983 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 11 -5 23 12 15 22 18 -15 -4 -17 -18 19 -1 -3 -13 -7 -6 -20 -21 27 -27 -16 -28
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 21 -14 14 28 16 17 -19 24 25 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0015982258128609888 0.0012968446299331051 0.00067922185067943676 0.00036359162729290319 0.0011782827368080142 0.001300850760593426 0.0013774262237833386 0.0015548427736945588 0.00083743583844951 0.00075384781568073767 0.0007537455791059662 0.00090585961503198082 0.00046309768359231599 0.00087868913423781302 0.0010060242364579195 0.0010542404359462213 0.00081598041612329544 0.00043659892188157564 0.00073489089228867066 0.0010520339707811785 0.001516126560908492 0.00089172141685134516 0.00022025678489430279 0.0012097730978306038 0.0010523599834223979 0.0012846405538273792 0.0013411723369476842 0.0013469905529503597 0.0010585706811725047 0.0012800231252124198 0.0012052450980117762
leaf_weight=22 74 191 45 37 40 46 79 34 60 28 41 32 20 39 20 33 52 23 21 31 33 55 332 33 325 32 996 38 263 46
leaf_count=22 74 191 45 37 40 46 79 34 60 28 41 32 20 39 20 33 52 23 21 31 33 55 332 33 325 32 996 38 263 46
internal_value=0 0.000744862 0.000676671 0.00127872 0.000821615 0.00129369 0.00131891 0.000504747 0.000915746 0.00106799 0.00118387 0.000457616 0.00121251 0.00130874 0.00123281 0.000541795 0.000616046 0.000528075 0.00132492 0.00134107 0.000710528 0.000309578 0.00123018 0.00118852 0.00127052 0.00133612 0.0013311 0.00118776 0.00126407 0.00134073
internal_weight=0 673 599 2448 325 2351 1912 274 97 101 439 240 398 1833 322 153 108 75 1511 1165 224 87 378 73 346 1143 1112 70 283 1042
internal_count=3121 673 599 2448 325 2351 1912 274 97 101 439 240 398 1833 322 153 108 75 1511 1165 224 87 378 73 346 1143 1112 70 283 1042
is_linear=0
shrinkage=0.00196078


Tree=5533
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 2 47 1 2 4 1 2 47 1 3 10 12 16 3 131 15 3 1 43 4
split_gain=18.8566 3.11073 2.01824 1.63078 1.10266 0.89933 0.573978 0.568089 0.522581 0.501523 0.461572 0.391179 0.359041 0.410211 0.28468 0.297954 0.259313 0.208653 0.186138 0.198037 0.180995 0.178996 0.176779 0.169281 0.145776 0.145253 0.236373 0.305533 0.144753 0.133614
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.17025000000000004 0.14122000000000004 0.077845000000000011 0.11474000000000002 0.13082500000000002 0.089770000000000016 0.08647500000000001 -0.013514999999999998 0.093100000000000002 -0.0091949999999999983 0.090100000000000013 0.075045000000000014 -0.097174999999999984 -0.38124499999999995 0.090285000000000018 0.25084500000000004 -0.05647499999999999 0.091440000000000007 0.035560000000000008 -0.12018999999999998 0.077845000000000011 -0.080324999999999994 -0.017809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 17 6 12 11 14 -5 -6 23 25 16 18 21 -14 -3 19 -7 -9 -16 -20 -4 -2 26 27 -1 -11 -28
right_child=1 2 7 9 10 8 -8 20 -10 28 -12 -13 13 -15 15 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00081645546057035247 0.00084320160539343289 0.00036615098074693189 0.00038018593109240208 0.00075373323973403929 0.00071256335209063783 0.00061609060839092468 0.00098832275290616084 0.00014700994356828094 0.00051283261127189146 0.00049996879779133326 0.00041040378349845827 0.00048479333613524395 0.00056621346464706148 0.00048180607666655412 0.00080590725048190585 0.00052722486022974591 0.00078339194520008252 0.00053729708032572974 0.00099318368054173464 0.00077864849723944531 -8.8064806608884952e-05 0.00068636197441844656 0.00080384257184315468 0.00022362784296180537 0.00064723736807411789 0.00083943956067888427 0.0007489068910997267 0.00048933189386635829 0.00030201907287917882 0.00082356710562324614
leaf_weight=23 54 190 32 28 77 35 70 34 41 49 26 32 23 21 68 35 261 32 26 163 20 165 70 156 20 734 114 21 20 481
leaf_count=23 54 190 32 28 77 35 70 34 41 49 26 32 23 21 68 35 261 32 26 163 20 165 70 156 20 734 114 21 20 481
internal_value=0 0.000410966 0.000364111 0.000781557 0.000468616 0.000791837 0.000814361 0.000240154 0.000726542 0.000532406 0.00063629 0.000284388 0.000807104 0.00074625 0.000742133 0.000695912 0.000765804 0.000390821 0.000784267 0.000749914 5.99452e-05 0.000721251 0.000855122 0.000250276 0.000790238 0.000820622 0.000799007 0.000660328 0.000442592 0.000809262
internal_weight=0 673 599 2448 325 2351 1748 274 603 97 103 220 1678 305 562 268 284 222 294 198 54 233 96 188 74 1373 639 44 69 595
internal_count=3121 673 599 2448 325 2351 1748 274 603 97 103 220 1678 305 562 268 284 222 294 198 54 233 96 188 74 1373 639 44 69 595
is_linear=0
shrinkage=0.00196078


Tree=5534
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 2 1 2 13 1 13 10 0 475 15 4 1 156 1 4 475 475 475 11 51 1
split_gain=25.2259 4.17248 2.52507 2.17213 1.75576 1.43269 1.11735 0.904426 0.778535 0.608992 0.588599 0.427585 0.291548 0.278117 0.232799 0.229415 0.227112 0.214838 0.250145 0.212191 0.200434 0.199152 0.302215 0.190886 0.184406 0.3078 0.194127 0.180123 0.174872 0.192771
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.091265000000000013 0.09253500000000002 0.17025000000000004 -1.0000000180025095e-35 0.091195000000000012 -0.004174999999999999 -0.38124499999999995 -0.026509999999999995 -0.08230999999999998 0.040760000000000005 -0.036839999999999991 0.11588000000000001 1.0000000180025095e-35 0.089770000000000016 0.024790000000000003 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 1.0000000180025095e-35 0.0038750000000000004 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 12 6 8 20 9 13 -5 14 -3 24 -4 -13 -7 -11 21 -2 -6 22 -19 -14 25 -1 -26 -10 -28 -30
right_child=1 2 11 10 7 16 -8 -9 27 17 -12 15 23 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=0.001107770339200767 0.0011113052333102508 0.00049816439915906902 0.00034912260854025952 0.00094830865360530044 0.0010409558655449709 0.00085114834235844978 0.00062592518363707988 0.0005767471846726865 0.0010955127373191657 0.0011102942830686284 0.00062818647502294555 0.00030097965947009165 0.00076757656354876469 0.0010036195943908929 0.00053373968115285947 2.8003385089630003e-05 0.00058045842422124662 0.00096122507486300199 0.0010420130884853432 0.00088701079435208263 0.00084890473771978309 0.0010515520591106193 0.00076751757580722493 0.00057935541777601326 0.001203357834441989 0.00077517273671486801 0.0010875299420769282 0.0012936099572411549 0.0010509951586620218 0.00087076434116253908
leaf_weight=23 50 188 85 34 39 22 24 39 25 61 63 29 27 221 38 20 26 347 228 24 45 80 34 89 50 20 994 60 107 29
leaf_count=23 50 188 85 34 39 22 24 39 25 61 63 29 27 221 38 20 26 347 228 24 45 80 34 89 50 20 994 60 107 29
internal_value=0 0.000599306 0.00054504 0.00102794 0.000625839 0.0010398 0.00104679 0.000823505 0.00105122 0.00104409 0.000740394 0.000344454 0.000545862 0.00106763 0.000406159 0.000189561 0.000704525 0.000998762 0.000988888 0.00103856 0.000938071 0.000962614 0.000943939 0.000623166 0.0010792 0.000953074 0.0010838 0.00123535 0.00107851 0.00101256
internal_weight=0 673 599 2448 427 2351 2303 123 2279 2194 97 172 304 1444 123 49 48 750 689 74 84 461 381 116 1223 43 1180 85 1130 136
internal_count=3121 673 599 2448 427 2351 2303 123 2279 2194 97 172 304 1444 123 49 48 750 689 74 84 461 381 116 1223 43 1180 85 1130 136
is_linear=0
shrinkage=0.00196078


Tree=5535
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 3 14 4 47 47 2 4 3 2 4 1 1 0 16 1 49 3 157 16 48
split_gain=27.1281 3.39211 2.69011 1.8806 1.63826 1.44734 1.06857 0.997536 0.941779 0.901594 0.543713 0.533458 0.501276 0.469352 0.366667 0.323095 0.318824 0.50095 0.286939 0.267956 0.256215 0.256021 0.246592 0.330166 0.227114 0.201754 0.175773 0.23116 0.17479 0.179259
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 -0.11171999999999999 0.076175000000000007 0.0052350000000000009 0.077555000000000013 0.091680000000000011 0.12358500000000001 -0.046564999999999988 0.092670000000000016 0.11411 -0.033174999999999989 0.12958500000000003 0.16175000000000003 -0.11173999999999999 -0.43320999999999993 0.12000500000000001 -0.085174999999999987 -0.14186499999999996 -0.078064999999999982 -0.090344999999999995 -0.035774999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 7 11 24 -6 20 -1 22 15 16 25 26 -12 -18 -2 -11 -9 -7 23 -4 -3 -10 -8 -28 29 -27
right_child=1 5 6 -5 8 21 12 9 14 19 13 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.00055051808263741292 0.00081001214051058628 0.00034723381216643877 0.00089751087066506133 0.00036091924251619112 0.00090379230730256441 0.00013829275687397122 0.00095541095669101413 0.00083375999939739166 0.00064382836584394828 0.0005610948682084635 0.0009305865348312321 0.0011230800227791655 0.00073734154975327239 0.0010697055242809594 0.00070546843761850361 0.00063743847527655004 0.00081420135729964459 0.00048616561447660343 0.00055087784487827147 0.00033249738728239844 0.00052711869169976206 -0.00010214246545129575 0.00091409184439039182 0.00058652081406813537 0.00012449526357499353 0.00040707626643984071 0.00069484876067030666 0.00085945435866895993 0.00036962403914417795 0.0006603462146777733
leaf_weight=26 92 24 35 74 28 90 67 22 21 23 58 46 191 32 31 26 96 22 20 138 20 21 1166 21 66 22 35 522 65 21
leaf_count=26 92 24 35 74 28 90 67 22 21 23 58 46 191 32 31 26 96 22 20 138 20 21 1166 21 66 22 35 522 65 21
internal_value=0 0.000384361 0.000851251 0.000603477 0.000708345 0.000283482 0.000879846 0.000355717 0.000572046 0.000431896 0.000817851 0.000915791 0.000825652 0.000851267 0.00051399 0.000851601 0.000811551 0.000753042 0.000763738 0.000365154 0.00068774 9.2805e-05 0.000907988 0.00078089 0.000183892 0.000467976 0.000860525 0.000849111 0.000433783 0.000530766
internal_weight=0 590 2531 186 422 404 2109 293 188 203 234 1268 841 208 160 650 176 118 112 161 42 111 1222 56 90 129 624 557 108 43
internal_count=3121 590 2531 186 422 404 2109 293 188 203 234 1268 841 208 160 650 176 118 112 161 42 111 1222 56 90 129 624 557 108 43
is_linear=0
shrinkage=0.00196078


Tree=5536
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 14 2 1 2 4 52 49 1 2 1 1 1429 1 52 2 51 0 4 13 1 1 4
split_gain=27.911 4.59837 2.37701 1.99459 1.58923 1.3386 1.08175 1.00838 0.928253 0.924695 0.60984 0.542256 0.414254 0.375368 0.366251 0.347664 0.337851 0.296684 0.263293 0.245704 0.244264 0.202812 0.196457 0.196361 0.192003 0.255602 0.244316 0.233834 0.18422 0.169548
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.40124500000000002 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.092235000000000025 -0.15289999999999995 -0.53964499999999982 -0.054984999999999992 0.080270000000000022 0.089605000000000018 0.16175000000000003 0.12408500000000001 0.083420000000000008 0.12000500000000001 -0.16675999999999999 0.11411 0.11144500000000002 0.18019500000000002 -0.013514999999999998 -0.078279999999999975 0.086920000000000011 0.12958500000000003 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 8 11 28 -4 15 -11 -2 -15 23 19 -6 -14 -17 -3 -10 -5 -1 25 -13 -27 -28 -8 -7
right_child=1 4 10 22 17 29 9 -9 21 12 -12 24 18 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0011504580786018536 0.0011619586884148779 0.00055932103628840511 0.00099848429774468069 0.00075031483241545609 0.00036647446703141424 0.0006196676884942195 0.00097263407954707682 0.00071463747936136588 0.0011389737985297746 0.00085939603401165375 0.00067263712235191616 0.0010993810087412852 0.00060658643578398615 0.00070907816249115468 0.00099929429604954725 0.0011027248765008268 0.00085054497914952487 0.00010764891582599429 0.00042658882179966216 0.00088602291380101336 0.00034593675972863951 0.0013647687309288152 0.00055241483150722331 0.00098934126640456933 0.00086826757765283771 0.0011046807728513999 0.0010076922470303421 0.00079029654165735104 0.00073547420548457734 0.00087192501980606137
leaf_weight=951 41 30 34 30 90 20 34 25 20 20 63 356 122 21 82 478 23 21 42 21 66 65 54 30 20 98 202 21 20 21
leaf_count=951 41 30 34 30 90 20 34 25 20 20 63 356 122 21 82 478 23 21 42 21 66 65 54 30 20 98 202 21 20 21
internal_value=0 0.000636783 0.00108765 0.000863215 0.000520769 0.00110006 0.000588319 0.0011063 0.00111058 0.00065919 0.000786852 0.00110281 0.000592979 0.00100329 0.000940124 0.00112378 0.0010829 0.000317507 0.000560489 0.00109361 0.000412619 0.00131164 0.000623093 0.00114553 0.00105761 0.0010632 0.00102308 0.00098722 0.000884797 0.000748873
internal_weight=0 673 2448 228 445 2351 334 2310 2285 238 97 2200 184 144 103 1503 522 111 164 499 96 85 84 981 697 677 321 223 54 41
internal_count=3121 673 2448 228 445 2351 334 2310 2285 238 97 2200 184 144 103 1503 522 111 164 499 96 85 84 981 697 677 321 223 54 41
is_linear=0
shrinkage=0.00196078


Tree=5537
num_leaves=31
num_cat=0
split_feature=1 2 12 3 44 4 3 0 1 34 4 4 51 3 49 159 16 12 31 0 52 150 3 0 43 16 16 0 160 160
split_gain=2.04881 0.296088 0.256191 0.217375 0.175989 0.184424 0.195937 0.187907 0.162412 0.119347 0.113032 0.10889 0.104096 0.101125 0.0818765 0.0753276 0.0819688 0.0865463 0.0737107 0.0732706 0.0731568 0.0729085 0.069396 0.139408 0.0679416 0.066365 0.0884623 0.0661465 0.0665389 0.062858
threshold=0.10920500000000001 0.13404500000000005 0.051320000000000005 -0.03694999999999999 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.014954999999999998 0.095695000000000016 -0.021334999999999996 0.40124500000000002 0.41257000000000005 0.10532000000000001 -0.07359499999999998 0.12595000000000003 0.089270000000000016 -0.11118499999999999 -0.081419999999999979 -0.077289999999999984 0.056435000000000006 -0.037344999999999996 0.090480000000000019 -0.14186499999999996 -0.13027499999999997 0.035560000000000008 0.064860000000000015 -0.013324999999999998 -0.074479999999999977 -0.061284999999999992 -0.022194999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 19 7 8 21 18 13 -2 15 22 -15 16 17 -3 -5 -1 -14 29 24 -24 -4 26 -11 -25 -29 -7
right_child=1 12 10 9 -6 6 -8 -9 -10 25 -12 -13 20 14 -16 -17 -18 -19 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.01807100207389643 0.014012742608635671 0.0085561153902248901 0.016722963251035058 0.006513002082214666 0.020364036797373385 0.011806334750965619 0.0036371965927890306 0.0047609417812268743 0.0093237679384207909 0.0095543771471756581 0.0078724175403338103 0.0076614122664822003 0.0041136199098435189 0.014091045014022788 0.0085801245970651505 0.0062838324182458959 -0.0032507105702534317 0.00067483583391693077 -0.00079635410908270976 0.01194911514376772 0.011757933734371628 0.0088322084210813046 0.0074213243343613363 0.015710039256958488 0.022932750061154368 0.014461343227885665 0.0029293571393936876 0.009682378858087759 0.014565580101350513 0.016473275219795067
leaf_weight=60 118 22 148 37 27 39 33 34 94 104 21 35 21 266 30 56 25 38 22 29 31 20 22 1363 20 20 25 32 218 111
leaf_count=60 118 22 148 37 27 39 33 34 94 104 21 35 21 266 30 56 25 38 22 29 31 20 22 1363 20 20 25 32 218 111
internal_value=0 0.00800833 0.0147138 0.0096987 0.0125382 0.0120351 0.0109485 0.0117582 0.0126593 0.00759412 0.0151725 0.0125598 0.00484657 0.0152456 0.0135325 0.00343621 0.00156012 0.00356464 0.00378748 0.0160762 0.00867081 0.0145037 0.0155268 0.0153279 0.0174622 0.00910145 0.00827046 0.0154358 0.0139405 0.0152599
internal_weight=0 554 2567 361 447 420 331 298 264 208 2120 153 193 2099 296 141 85 60 59 89 52 170 1803 1635 168 149 129 1613 250 150
internal_count=3121 554 2567 361 447 420 331 298 264 208 2120 153 193 2099 296 141 85 60 59 89 52 170 1803 1635 168 149 129 1613 250 150
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 2 14 2 1 48 34 4 1 3 131 15 4 1 156 475 15 1 15 1 157 160 133
split_gain=18.8242 3.06688 1.94299 1.56076 1.05239 0.984847 0.603801 0.5465 0.491078 0.456218 0.431863 0.412031 0.389482 0.376712 0.324677 0.32268 0.461189 0.239677 0.255776 0.32175 0.208628 0.195592 0.238563 0.300274 0.25613 0.240854 0.479353 0.209096 0.207851 0.211961
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 0.13082500000000002 0.10672500000000001 0.062655000000000016 0.14285500000000004 0.092845000000000025 -0.015314999999999997 -1.0000000180025095e-35 0.27834500000000006 0.080270000000000022 -0.12018999999999998 0.082750000000000004 -0.41396999999999995 0.015030000000000002 0.11588000000000001 1.0000000180025095e-35 -0.08230999999999998 0.040760000000000005 1.0000000180025095e-35 -0.23060499999999998 0.094465000000000007 0.11779500000000001 0.0065900000000000012 0.057185000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 9 12 10 20 15 13 -5 -7 -4 -15 -1 -17 18 -12 -20 -6 22 -14 25 -25 -24 28 -23 29 -27
right_child=1 2 7 11 8 6 -8 -9 -10 -11 17 -13 21 14 -16 16 -18 -19 19 -21 -22 27 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00092473442325710035 0.00087847353749383867 0.00048189733970059438 0.0002224404997981614 0.00079114953264254508 0.00090370928686039128 0.00062038021953472126 0.0006121258414198273 0.00056639318894208203 0.00051050947772132032 0.0010752868833306618 0.00028469530975255744 0.00052805955424369152 0.0010114432737773874 0.00060112505427027554 0.00035923041927158098 0.00062855707393240888 0.00087885755984222188 0.00039325800614760202 0.00021547763996447125 -0.00011280732828652263 0.00069309360504292048 0.00098710586084117227 0.0010012293592387555 0.00086076322770650769 0.0010763348982626804 0.00071150622328249697 0.00048530326407475796 0.00080011126165296519 0.0008763196277085573 0.00083122700880639022
leaf_weight=981 74 222 45 37 40 30 48 34 30 62 33 60 28 32 64 30 500 20 24 22 33 71 20 181 24 124 20 34 93 105
leaf_count=981 74 222 45 37 40 30 48 34 30 62 33 60 28 32 64 30 500 20 24 22 33 71 20 181 24 124 20 34 93 105
internal_value=0 0.000501884 0.00045536 0.000872157 0.000557898 0.000882214 0.00082515 0.000333736 0.000721706 0.000910437 0.000300777 0.000628413 0.000839157 0.000370472 0.000439862 0.000903673 0.00086469 0.000201513 0.00015297 5.84718e-05 0.000808499 0.000848533 0.000834764 0.000826039 0.000886001 0.000792083 0.000779852 0.000926555 0.000798147 0.0007664
internal_weight=0 673 599 2448 325 2351 778 274 103 1573 240 97 730 141 96 1511 530 99 79 46 73 700 595 567 205 362 342 105 322 229
internal_count=3121 673 599 2448 325 2351 778 274 103 1573 240 97 730 141 96 1511 530 99 79 46 73 700 595 567 205 362 342 105 322 229
is_linear=0
shrinkage=0.00196078


Tree=5539
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 2 2 14 1 2 4 2 16 1 2 4 47 1 131 0 2 4 3 2 42 1 12 43
split_gain=46.0717 7.66183 4.44521 3.79493 2.75907 2.17857 1.29005 1.28822 1.2275 1.20179 1.06823 0.943155 0.893598 0.704831 0.687474 0.446132 0.613342 0.393026 0.390675 0.359867 0.312112 0.310023 0.291025 0.289298 0.232048 0.231371 0.22111 0.211559 0.229004 0.190038
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 -1.0000000180025095e-35 0.14122000000000004 0.11474000000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.40945500000000007 -0.090999999999999984 -0.52595999999999987 0.089770000000000016 0.08647500000000001 -0.013514999999999998 0.090100000000000013 0.075045000000000014 0.086835000000000009 -0.019414999999999998 0.31358000000000003 -0.036839999999999991 0.0068900000000000012 0.089005000000000015 1.0000000180025095e-35 0.093100000000000002 0.090285000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 18 9 -4 14 26 13 -5 12 24 -1 -7 25 -17 19 -3 21 22 29 -13 -2 -8 -15 -6 28 -19 -16
right_child=1 2 6 10 8 7 11 -9 -10 -11 -12 20 -14 15 17 16 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078677402156838441 0.0011960918248868455 0.00044213097093929169 0.00067394931476175515 0.00099521355132541197 0.00085569612535775876 0.00068564592998902668 0.00037021272833739845 0.00067370894321809247 0.0004793451487214542 0.0013976508821425986 0.00056395523498006404 8.3282429081076205e-05 0.0002066909438921802 0.0011711776027505251 0.0011401825458901757 0.001095350979690249 0.00074737209115389568 0.0011063741072647128 0.00067317135503656153 0.0011941984035622548 0.00027995439299835479 0.00088870410564268094 -0.00018873160376268276 0.00093419626842137257 0.00064475089777575871 0.0011149839115812848 0.0010711578684122701 0.00080132512903440109 0.00096783957612540461 0.0010018723435094711
leaf_weight=22 50 191 26 34 30 21 20 41 24 70 63 62 95 970 97 268 21 64 33 96 22 38 20 24 29 397 47 21 162 63
leaf_count=22 50 191 26 34 30 21 20 41 24 70 63 62 95 970 97 268 21 64 33 96 22 38 20 24 29 397 47 21 162 63
internal_value=0 0.000515921 0.000442386 0.00109519 0.000597481 0.00111087 0.000258424 0.00100925 0.000866531 0.00114593 0.000715118 0.000214861 0.000317623 0.00113543 0.00103373 0.00114006 0.00107007 0.00104724 0.000476168 0.00109568 7.25757e-05 0.00104791 1.69375e-05 0.00111115 0.000532695 0.00115486 0.000987212 0.000989578 0.00100707 0.00108572
internal_weight=0 673 599 2448 325 2351 274 603 101 1748 97 248 144 1678 562 1656 289 541 224 294 104 198 82 74 49 1367 77 247 226 160
internal_count=3121 673 599 2448 325 2351 274 603 101 1748 97 248 144 1678 562 1656 289 541 224 294 104 198 82 74 49 1367 77 247 226 160
is_linear=0
shrinkage=0.00196078


Tree=5540
num_leaves=31
num_cat=0
split_feature=1 2 12 12 15 3 1 4 12 34 43 48 50 47 14 39 4 16 42 43 4 15 40 3 15 3 4 43 15 1
split_gain=2.0487 0.292782 0.25873 0.226376 0.180042 0.181802 0.158716 0.116409 0.113284 0.104262 0.101038 0.1663 0.0978006 0.0958781 0.0831317 0.0829234 0.0812996 0.11872 0.0884105 0.102959 0.142938 0.0786759 0.0746314 0.0716137 0.0708496 0.0884952 0.108343 0.074415 0.0588836 0.060889
threshold=0.10920500000000001 0.13754500000000003 0.051320000000000005 1.0000000180025095e-35 0.050935000000000008 0.11924500000000002 0.08864000000000001 -0.03898999999999999 0.091545000000000015 -0.021334999999999996 -0.0098449999999999979 -1.0000000180025095e-35 0.086295000000000011 0.077555000000000013 -0.46242499999999992 0.084405000000000008 -0.0086549999999999978 -0.078464999999999993 -0.14148999999999998 -0.12152999999999999 -0.065794999999999979 -0.24436499999999997 -0.0061149999999999998 -0.15121499999999996 0.09006500000000002 -0.079724999999999976 -0.079764999999999989 -0.043144999999999996 -0.079929999999999987 0.13657000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 6 13 -5 -4 -2 15 -12 28 -1 -11 -8 17 24 -19 20 -20 -16 -23 -9 27 26 -26 -10 29 -3
right_child=1 12 8 7 -6 -7 10 23 16 14 11 -13 -14 -15 21 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.013409581538289786 0.0038576791628396941 0.0086689681238071494 0.015520181956003866 0.018540327161550522 0.018506910272740894 0.0035392882982985333 0.0032151100189926536 0.0057366065620001227 0.017367216500830143 0.0143378697081723 0.0045668416656553749 0.014528090363341743 0.0086359566008370071 0.019899780034191079 0.0048330121162821187 0.0097467924742248857 0.012530519557689633 0.019772514809543888 0.0037145569357865805 0.014087478706644209 0.01462855535404136 0.014918058477342129 0.0081286662729347457 0.01215472420479291 0.017028858941048382 0.018563312667078877 0.0066200778819620609 0.024650106634944678 -0.00084128089136246476 0.002605574355554531
leaf_weight=145 63 22 1270 25 42 26 26 21 47 22 21 83 37 27 58 77 254 24 24 379 24 20 85 101 20 38 20 20 33 67
leaf_count=145 63 22 1270 25 42 26 26 21 47 22 21 83 37 27 58 77 254 24 24 379 24 20 85 101 20 38 20 20 33 67
internal_value=0 0.00775585 0.0144612 0.00921439 0.0122748 0.0116285 0.0121834 0.0123238 0.0149222 0.00737129 0.010318 0.0125167 0.00413245 0.0144284 0.00856781 0.00809802 0.0140286 0.0146671 0.0138668 0.0135349 0.00917156 0.00778903 0.00942188 0.01105 0.0171562 0.0151075 0.0118245 0.0195412 0.00276663 0.00410439
internal_weight=0 554 2567 395 447 405 379 147 2120 248 207 104 159 172 185 103 850 596 451 427 48 163 105 122 145 78 40 67 122 89
internal_count=3121 554 2567 395 447 405 379 147 2120 248 207 104 159 172 185 103 850 596 451 427 48 163 105 122 145 78 40 67 122 89
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=31
num_cat=0
split_feature=1 2 12 4 15 3 43 150 150 4 0 43 3 131 2 376 0 43 13 42 44 3 15 133 16 13 12 1 2 16
split_gain=1.65945 0.240393 0.209572 0.192375 0.146152 0.145575 0.135008 0.124074 0.121008 0.102403 0.0929532 0.0877923 0.0866508 0.0739552 0.139138 0.0735871 0.0677394 0.0623982 0.0895448 0.0757248 0.0577693 0.0570181 0.0547782 0.0545811 0.0539888 0.0665393 0.05289 0.0511794 0.0505166 0.0496761
threshold=0.10920500000000001 0.14285500000000004 0.051320000000000005 0.26450500000000005 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.084680000000000019 0.10980500000000001 0.40124500000000002 -0.14920999999999998 -0.086909999999999987 -0.065819999999999976 0.086835000000000009 0.31358000000000003 0.084075000000000011 -0.13843999999999998 -0.070064999999999975 -0.39067499999999994 0.10194000000000002 1.0000000180025095e-35 -0.0049599999999999991 -1.0000000180025095e-35 0.048520000000000008 -0.50339499999999993 -0.061684999999999997 0.086095000000000019 0.095950000000000021 0.11474000000000002 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 6 11 16 20 10 26 22 -12 14 -3 -13 -2 24 -19 28 21 -8 27 -18 -5 -26 -4 -1 -20 -14
right_child=1 13 9 17 -6 -7 8 -9 -10 -11 12 15 29 -15 -16 -17 23 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.01609294922091067 0.0065005940769839558 0.0040434144254881755 0.02026526920737759 0.0075010728836059568 0.016260627264273353 0.0031853594092983539 0.0095295338625354439 0.0061648384206286029 0.0049128595585352748 0.006481544899621181 0.013566119663285206 0.0026727967230337009 0.011933144951927599 0.008230845337190356 -0.0046135001621829966 0.0092548921055188686 0.013268698172436822 0.002440226455379663 0.013731869076447632 0.0033530593244358899 0.01778021941528372 0.013471829146465719 0.0067355324913348476 0.008203348238021135 0.0052115659628595625 -0.0018863057629205288 0.014211328306959738 0.0094155161091211172 0.0082828603350840833 0.0072362178770293082
leaf_weight=24 23 82 31 25 48 26 49 58 20 21 1898 35 115 24 24 33 117 29 27 20 23 146 21 26 28 25 27 22 46 28
leaf_count=24 23 82 31 25 48 26 49 58 20 21 1898 35 115 24 24 33 117 29 27 20 23 146 21 26 28 25 27 22 46 28
internal_value=0 0.00698027 0.013015 0.00813371 0.0110473 0.0104201 0.0109244 0.0101464 0.0123573 0.0134299 0.0134995 0.00839835 0.0133873 0.00321828 0.00208336 0.00586705 0.0115376 0.00587946 0.0072918 0.00880466 0.0130403 0.0124812 0.0109674 0.0123477 0.00367042 0.00186351 0.0174471 0.0128994 0.0102982 0.0110135
internal_weight=0 554 2567 424 447 399 373 224 238 2120 2099 135 2041 130 106 68 166 200 122 93 218 195 67 143 78 53 58 46 73 143
internal_count=3121 554 2567 424 447 399 373 224 238 2120 2099 135 2041 130 106 68 166 200 122 93 218 195 67 143 78 53 58 46 73 143
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 2 14 1 16 4 1 1 2 1 2 4 1 50 1 1 0 16 49 2 133 52 1
split_gain=47.6673 7.78165 3.8431 3.53341 2.45524 2.19972 1.7851 1.26927 1.23086 1.09881 1.01049 0.656934 0.624526 0.618414 0.569134 0.569756 0.447698 0.437096 0.415453 0.390432 0.384888 0.376334 0.336084 0.315586 0.297677 0.350432 0.278832 0.256707 0.227987 0.219427
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.062655000000000016 0.09253500000000002 -0.52595999999999987 -0.15289999999999995 0.122715 0.089770000000000016 0.08647500000000001 0.12000500000000001 -0.0091949999999999983 -0.013514999999999998 0.075045000000000014 0.041865000000000006 0.13075500000000004 0.12408500000000001 -0.019414999999999998 -0.45661999999999997 -0.009244999999999998 0.088850000000000012 -1.0000000180025095e-35 -0.53964499999999982 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 9 16 29 11 14 -5 -7 -9 28 26 17 -3 -16 19 23 -6 27 -14 -13 -20 -26 -1 -4 -2 -8
right_child=1 4 21 10 20 8 7 12 -10 -11 -12 18 22 -15 15 -17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012775563493460007 0.0012833847975628277 0.0005185279806503673 0.00048827811604143252 0.0011074750704611323 0.0001451605580953372 0.00079847724080419681 0.00099684896491115623 0.00088620938945050331 0.00078682732669924332 0.0014928493821988254 0.0006880322227198277 0.0011901449437673184 0.00057128083771522777 0.00084568762105207654 0.00092941270815645233 0.00085384169598670895 0.00022964267875275402 0.0012113764282055974 0.0012630389343771004 0.0013043684744903075 0.00041778348522149462 0.00036631822684974545 0.0003679182530484945 0.00099136632308748367 0.00081840684564382421 0.001091070701639233 0.0012167520929959518 0.0007544247077929839 0.0011011103846263052 0.00073801708425961284
leaf_weight=957 41 30 22 34 85 21 34 20 41 70 63 160 122 29 23 21 66 261 34 96 26 24 42 38 20 193 416 38 74 20
leaf_count=957 41 30 22 34 85 21 34 20 41 70 63 160 122 29 23 21 66 261 34 96 26 24 42 38 20 193 416 38 74 20
internal_value=0 0.000612581 0.000907139 0.0012018 0.000461662 0.00121693 0.000545624 0.000636665 0.00111481 0.00125215 0.000835053 0.00113874 0.000559092 0.00110157 0.00124211 0.0011655 0.000319919 0.00118854 0.00115195 0.00120175 0.000209018 0.000573832 0.0005192 0.001152 0.00109266 0.00106547 0.00125913 0.000656838 0.0011661 0.000900985
internal_weight=0 673 228 2448 445 2351 334 238 603 1748 97 562 184 144 1678 305 96 284 541 294 111 84 164 198 247 213 1373 60 115 54
internal_count=3121 673 228 2448 445 2351 334 238 603 1748 97 562 184 144 1678 305 96 284 541 294 111 84 164 198 247 213 1373 60 115 54
is_linear=0
shrinkage=0.00196078


Tree=5543
num_leaves=31
num_cat=0
split_feature=1 3 12 39 4 44 4 474 1 2 15 52 12 1 43 15 4 43 14 13 1213 0 3 16 42 133 13 0 1 457
split_gain=1.57982 0.233633 0.199935 0.188532 0.155173 0.131311 0.14449 0.147052 0.188275 0.130007 0.126363 0.110778 0.097228 0.104078 0.0875727 0.0730238 0.0704299 0.0689273 0.0683159 0.0649285 0.0633398 0.0617559 0.0666557 0.0606645 0.0604372 0.0583911 0.0777843 0.0579658 0.0523212 0.0567094
threshold=0.10920500000000001 0.31534000000000006 0.051320000000000005 0.087735000000000021 -0.033174999999999989 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.10981000000000002 -0.016799999999999995 0.048770000000000008 0.087830000000000005 0.089875000000000024 -0.080554999999999974 -0.091184999999999988 0.00063500000000000004 0.093175000000000022 0.062655000000000016 -0.47860499999999995 0.063455000000000011 -0.097734999999999989 -0.061964999999999992 -0.018494999999999998 0.09832500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.056435000000000006 0.10658000000000002 0.085540000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 27 8 18 15 25 19 13 17 23 -6 20 -4 -8 -3 21 -14 -23 -10 -22 -11 -27 -1 29 -16
right_child=1 11 12 -5 9 -7 7 -9 14 10 -12 -13 16 -15 28 -17 -18 -19 -20 -21 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.01554581104932974 0.013776743069424162 0.0022143547225630645 0.013856720691143779 0.0047561819590242575 0.0067425111803459011 0.01738906946309187 0.011187354438944058 0.00092117138905450707 0.013506661890074613 0.0029844473384750582 -0.001332274359301664 0.0065483481828671171 0.01674359131823568 0.0073425284121185546 0.00014978985287128919 0.012508958919206635 0.011122461969098135 0.019194435358047487 0.017388525772839787 -0.0046214949805289509 0.016322395843345411 0.012591930728840718 0.0084121104772202672 0.0070175698903553636 0.010448806123300033 0.0053058923895847295 0.010845969190651721 0.010100705613350046 0.0086626983280108441 0.0069797302328515809
leaf_weight=60 56 33 749 157 32 27 159 20 25 26 20 34 34 24 31 70 314 25 20 24 86 826 40 34 22 47 55 29 22 20
leaf_count=60 56 33 749 157 32 27 159 20 25 26 20 34 34 24 31 70 314 25 20 24 86 826 40 34 22 47 55 29 22 20
internal_value=0 0.00666293 0.0125511 0.00757335 0.00901876 0.0106292 0.0101946 0.00923282 0.00976734 0.00795297 0.00605983 0.00203079 0.0129564 0.013828 0.00690213 0.0106999 0.0124302 0.0140291 0.0118802 -0.000663898 0.0128376 0.012563 0.0123989 0.00976719 0.0151259 0.00721485 0.00829319 0.0137716 0.00458654 0.0028282
internal_weight=0 554 2567 463 306 447 420 331 311 250 148 91 2120 798 132 102 1322 774 179 57 1008 900 866 59 108 128 102 89 73 51
internal_count=3121 554 2567 463 306 447 420 331 311 250 148 91 2120 798 132 102 1322 774 179 57 1008 900 866 59 108 128 102 89 73 51
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 49 1 16 2 1 2 1 4 1 50 1 15 0 3 1 2 1 12
split_gain=43.2193 7.32071 3.4533 3.29441 2.51395 2.17005 1.67981 1.27961 1.19764 1.07258 1.01788 0.707958 0.680814 0.58484 0.581776 0.509755 0.429635 0.427088 0.39219 0.44162 0.37694 0.325725 0.319189 0.312244 0.267515 0.264843 0.234759 0.224909 0.196054 0.175601
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 -0.15289999999999995 -0.054984999999999992 0.089770000000000016 -0.52595999999999987 0.08647500000000001 0.12000500000000001 -0.0091949999999999983 0.075045000000000014 -0.016959999999999999 0.13075500000000004 0.041865000000000006 0.12408500000000001 -0.41396999999999995 -0.019414999999999998 0.12178000000000001 0.122715 0.088850000000000012 0.12958500000000003 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 16 28 13 14 -4 -9 -2 27 -7 17 -3 -15 24 -20 -5 23 -13 -6 29 -25 -14 -1 -8 -16
right_child=1 4 10 20 21 9 7 11 -10 -11 -12 22 26 15 18 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010869829284634658 0.00060914750318126292 0.00036686057699661628 0.0009245731269526096 0.00051284380537135145 0.00013054358506116667 0.00063144473218116432 0.00083557105824059129 0.00074995710715359328 0.001314953115640902 0.00064605360187200552 0.00050360042746174459 0.00040995593042640068 0.0010167435860516979 0.00074116948734768821 0.0010289218665745722 0.00068072863757944249 8.3862867956705482e-05 0.0010198866826883794 0.0011247037100472071 0.00084052561371761043 0.00022209065806902821 0.00024269122453364313 0.00021177066357877631 2.5613847305242472e-05 0.00077849795294097088 -0.00026323586111189203 0.00078869657773597568 0.0010323737552712586 0.0005909129009381229 0.00092795386987541489
leaf_weight=957 23 30 34 60 36 21 34 20 70 48 63 122 100 23 86 21 66 261 95 27 24 26 42 26 38 23 21 416 20 288
leaf_count=957 23 30 34 60 36 21 34 20 70 48 63 122 100 23 86 21 66 261 95 27 24 26 42 26 38 23 21 416 20 288
internal_value=0 0.000452668 0.00101372 0.000738369 0.000306287 0.00102868 0.000391247 0.000479562 0.00106367 0.000927252 0.000651158 0.000401675 0.000918385 0.00105318 0.000951572 0.000975517 0.0001723 0.000997315 0.000964161 0.00106181 0.000429771 5.06403e-05 0.000359201 -8.10466e-06 0.000935245 -0.000109969 0.000977165 0.00107044 0.000744957 0.000951171
internal_weight=0 673 2448 228 445 2351 334 238 1748 603 97 184 144 1678 555 305 96 284 534 122 84 111 164 85 412 49 121 1373 54 374
internal_count=3121 673 2448 228 445 2351 334 238 1748 603 97 184 144 1678 555 305 96 284 534 122 84 111 164 85 412 49 121 1373 54 374
is_linear=0
shrinkage=0.00196078


Tree=5545
num_leaves=31
num_cat=0
split_feature=1 12 1 3 2 4 47 3 15 12 457 3 3 4 16 123 43 13 0 2 2 52 52 2 49 16 42 0 42 16
split_gain=1.50699 0.375347 0.193393 0.134639 0.128938 0.11891 0.108499 0.104818 0.104591 0.104024 0.0904564 0.140174 0.106606 0.0921449 0.0852056 0.0842663 0.0806795 0.114767 0.0795307 0.0792271 0.0825757 0.0883476 0.0824722 0.0731645 0.0668684 0.0724266 0.115548 0.0652369 0.0853666 0.062984
threshold=0.11829500000000003 0.051320000000000005 0.093575000000000019 0.30112000000000005 0.11362000000000001 0.40124500000000002 0.085770000000000027 -0.14186499999999996 0.13592500000000005 -0.42850999999999995 0.10613500000000002 -1.0000000180025095e-35 0.13524500000000003 0.36766000000000004 0.042200000000000008 0.08128500000000001 -0.11720999999999999 -0.0093149999999999986 -0.14001499999999997 0.073895000000000002 0.084755000000000011 0.048770000000000008 -0.0064899999999999992 0.081685000000000021 0.12497000000000001 0.066275000000000014 0.095565000000000011 -0.15599999999999997 0.086555000000000007 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 19 7 -2 23 14 -5 11 16 13 -13 18 -8 -4 -18 -9 -1 -21 22 -22 -3 25 26 -16 -25 -29 -27
right_child=3 5 10 9 -6 -7 15 8 -10 -11 -12 12 -14 -15 24 -17 17 -19 -20 20 21 -23 -24 27 -26 29 -28 28 -30 -31
leaf_value=0.006959214526985307 0.0046933464387095437 0.019546719847453965 0.011655827570939437 0.0062513874049353255 0.0046966769285500054 0.0067987552819479451 0.010734346611284171 0.0063797974400222309 0.0072327969709365843 -0.00057495207579519889 0.0021240317791055602 0.014561501745548515 0.0058464780351237602 0.0084704805710693679 0.0032954561398722809 0.0033248416287824513 0.0078373676598586361 0.0016420089303412371 0.012725789601560598 0.018566976924953255 0.01254140724068629 0.016024102229211065 0.007102435984415934 0.019230739902704956 0.0071228339382242867 0.015041139750773536 0.012403548322618009 0.014196170143272104 0.0072531661284821374 0.011278572670642424
leaf_weight=25 180 27 22 34 25 38 66 20 41 65 26 63 36 41 26 20 67 54 1571 23 92 45 40 20 41 58 30 113 21 191
leaf_count=25 180 27 22 34 25 38 66 20 41 65 26 63 36 41 26 20 67 54 1571 23 92 45 40 20 41 58 30 113 21 191
internal_value=0 0.0117554 0.00944185 0.00491765 0.0115097 0.0123441 0.00608935 0.0124417 0.0122309 0.00176945 0.00776881 0.00828741 0.0105367 0.0121602 0.0123367 0.00901121 0.00608532 0.0050725 0.012646 0.0122667 0.0129302 0.0121977 0.0108932 0.0147451 0.0109145 0.0114242 0.00817479 0.0139032 0.0131081 0.012155
internal_weight=0 2756 559 365 250 2197 266 2159 1978 99 309 283 140 104 1937 86 143 121 1591 225 200 177 132 181 346 305 56 154 134 249
internal_count=3121 2756 559 365 250 2197 266 2159 1978 99 309 283 140 104 1937 86 143 121 1591 225 200 177 132 181 346 305 56 154 134 249
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 14 1 48 2 49 1 1429 2 1 15 4 1 1 1 0 13 40 1 51 47
split_gain=19.6003 3.29363 1.56446 1.49733 1.36948 1.04038 0.908684 0.862433 0.672727 0.602216 0.458129 0.449122 0.419173 0.377183 0.318332 0.257425 0.297517 0.204131 0.202465 0.19993 0.244275 0.536473 0.239065 0.199214 0.198354 0.188341 0.188111 0.186479 0.176385 0.166576
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.13501500000000002 0.062655000000000016 0.092845000000000025 -0.015314999999999997 -0.090999999999999984 -0.054984999999999992 0.080270000000000022 0.083420000000000008 0.087675000000000017 0.13436000000000001 -0.23060499999999998 -0.013514999999999998 0.086455000000000018 0.075045000000000014 0.16175000000000003 -0.038659999999999993 -0.078279999999999975 -0.078554999999999986 0.13075500000000004 0.11144500000000002 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 26 -8 -9 12 13 -4 -7 -1 -2 28 17 -17 -10 -14 22 25 24 -6 -21 -22 -3 -5 -15 -16
right_child=1 4 11 27 23 9 7 8 18 -11 -12 -13 19 15 29 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069010790284729684 0.0006363852491256132 0.00043073518205766844 0.00083854513980199496 0.00057686109765390159 0.00028809869255361296 0.00065111807845776384 0.00087511710968672055 0.00080222699384228523 0.00050005317784912397 0.00065134783363688027 0.0011169455969054663 0.00056386875962607225 0.0010675911886104637 0.00097196066173477528 0.00096385668285639407 0.0009334562119835937 0.00069981731194394088 0.00076097364052191 0.00029928232011934759 0.00090789395167571556 0.00093353512498011901 0.00052916795818829063 0.00099730356881396072 7.6008467551539919e-05 0.00076598671185814477 0.00082496843308730162 0.00025680231214033695 0.00037235656686224579 0.00081925896258136033 0.0008182288820855609
leaf_weight=22 23 45 37 60 90 30 30 28 158 48 62 60 23 951 58 456 24 28 22 239 93 20 99 21 45 181 51 24 30 63
leaf_count=22 23 45 37 60 90 30 30 28 158 48 62 60 23 951 58 456 24 28 22 239 93 20 99 21 45 181 51 24 30 63
internal_value=0 0.000534845 0.000912674 0.000726479 0.00043666 0.000922743 0.000499367 0.000564321 0.000519495 0.000864092 0.000951751 0.000668642 0.00087808 0.000944973 0.00084784 0.000948738 0.000912911 0.000923478 0.000475515 0.000887807 0.000881699 0.000839188 0.000914332 0.000247974 0.000885409 0.000861818 0.000338333 0.000518431 0.000967291 0.000888034
internal_weight=0 673 2448 228 445 2351 334 238 208 778 1573 97 730 1511 144 1489 508 484 180 700 677 294 383 111 284 274 96 84 981 121
internal_count=3121 673 2448 228 445 2351 334 238 208 778 1573 97 730 1511 144 1489 508 484 180 700 677 294 383 111 284 274 96 84 981 121
is_linear=0
shrinkage=0.00196078


Tree=5547
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 47 4 0 12 2 16 12 12 14 457 2 15 475 15 4 3 156 2 2 4 0 14 4 43
split_gain=25.265 3.12341 2.79321 1.79061 1.285 1.11605 0.880195 0.877449 0.844242 0.819768 0.773355 0.708524 0.692732 0.513794 0.505458 0.48303 0.465341 0.314424 0.296291 0.284431 0.274894 0.233451 0.228272 0.226742 0.4759 0.22486 0.205544 0.186016 0.172742 0.167161
threshold=0.10752500000000002 0.12337000000000002 -0.065819999999999976 0.085055000000000006 0.093575000000000019 0.36766000000000004 0.085505000000000012 0.40124500000000002 -0.14832499999999996 -1.0000000180025095e-35 0.13093500000000002 -0.034884999999999992 1.0000000180025095e-35 0.090285000000000018 0.062655000000000016 0.094310000000000019 0.14960000000000004 1.0000000180025095e-35 -0.079029999999999975 -0.41942499999999994 -0.073934999999999987 0.12178000000000001 0.083310000000000009 0.10981000000000002 -1.0000000180025095e-35 -0.03898999999999999 -0.13027499999999997 -0.41790499999999997 -0.49013999999999996 -0.078654999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 23 10 8 16 25 -1 -6 14 -8 -10 26 18 -11 17 27 -4 -18 -15 -21 -20 24 -2 -5 -14 -3 -28 -25
right_child=1 6 4 7 9 -7 11 -9 12 15 -12 -13 13 20 -16 -17 19 -19 22 21 -22 -23 -24 29 -26 -27 28 -29 -30 -31
leaf_value=0.0012739939672859464 0.00053228866485649084 0.00051551400869814226 0.00074959880301612915 0.0011350850935162369 0.00060627914801671275 0.00062341316803997643 0.00044827339332215356 0.00059301084797877253 0.0007507869675708375 0.00095314151933547167 0.0006984221363740352 0.00083088846378077084 0.00088201213140435425 0.0010509788950920243 0.0012714214078457808 0.00061407972790636074 0.00037542933921645336 0.00061079048626068672 0.0009549596152712039 0.0002693626119204763 0.0009775209333028243 -1.9666017946221079e-05 0.0011055599663423706 0.00038164842251342074 0.00091458369676027194 0.0009206955914328477 0.0012539761841825856 0.00033018487620800954 0.0010743588518608233 0.00056653278586400605
leaf_weight=62 31 27 23 27 84 24 49 29 31 70 41 30 21 340 22 21 28 26 219 21 462 22 47 23 21 62 21 91 1043 103
leaf_count=62 31 27 23 27 84 24 49 29 31 70 41 30 21 340 22 21 28 26 219 21 462 22 47 23 21 62 21 91 1043 103
internal_value=0 0.000559729 0.0010103 0.000701911 0.000883279 0.0010437 0.000416579 0.000889218 0.0010488 0.00074596 0.000951548 0.00059357 0.00104152 0.0010463 0.000984918 0.000874896 0.000351545 0.000415599 0.000963108 0.000221634 0.00100866 0.000121487 0.000981569 0.000577742 0.000686677 0.000985735 0.00107411 0.000372591 0.0010779 0.000532784
internal_weight=0 590 2531 296 527 2004 294 118 1980 175 352 79 1918 1887 311 91 215 144 289 71 802 43 266 178 52 89 1085 118 1064 126
internal_count=3121 590 2531 296 527 2004 294 118 1980 175 352 79 1918 1887 311 91 215 144 289 71 802 43 266 178 52 89 1085 118 1064 126
is_linear=0
shrinkage=0.00196078


Tree=5548
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 47 1 4 2 14 1 0 15 3 2 4 1 4 42 1 47 10 1 2 43 43 0 13 0
split_gain=50.8213 8.22434 5.14328 4.17265 2.88258 2.3682 1.54699 1.35496 1.28292 1.13303 1.12122 1.00379 0.83796 1.11289 0.640087 0.62397 0.520973 0.548312 0.493076 0.397308 0.393519 0.393487 0.389383 0.388702 0.351222 0.533812 0.32733 0.360081 0.321255 0.319438
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.093575000000000019 0.40473500000000007 0.13501500000000002 0.062655000000000016 0.14860500000000001 -0.10096999999999999 -0.12255999999999999 0.13524500000000003 0.094835000000000017 -0.072334999999999997 0.086455000000000018 0.0082450000000000006 0.086555000000000007 0.085345000000000018 0.090100000000000013 -0.013164999999999998 0.075045000000000014 0.14285500000000004 -0.06984499999999999 -0.073959999999999984 -0.10607499999999999 -1.0000000180025095e-35 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 11 15 -6 14 12 24 13 -1 16 -5 23 26 19 -14 -15 29 -13 -7 25 -4 -18 -28 -27 -3
right_child=1 2 6 7 8 9 -8 -9 -10 -11 -12 22 18 20 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0016716056313303474 0.0014257620631787308 0.00094282478615850297 0.00046159894023017558 0.0014974745486902861 0.0013138101174124473 0.0013726567909351525 0.00091716895342883946 0.00086257753881558872 0.00084892181293353818 0.0010226538388902306 0.0017367837274921876 4.0354292620630824e-05 0.0015189200210388833 0.001352537889014129 0.0010202951247201247 0.0011188292610268117 0.0014166371090979677 0.0011127186926288078 0.0012906253289163502 0.001448434945658631 0.0011049784360338299 0.00098294519874102932 0.00037836135198735562 0.0015491434166125175 0.00043365364564949789 0.00063915171852762858 0.001533574520372877 0.0012848272000592156 0.00092262977322500443 0.00071689554018914586
leaf_weight=27 76 28 50 27 74 94 37 60 33 39 64 20 834 47 20 44 214 37 48 487 52 32 38 98 59 51 25 213 22 171
leaf_count=27 76 28 50 27 74 94 37 60 33 39 64 20 834 47 20 44 214 37 48 487 52 32 38 98 59 51 25 213 22 171
internal_value=0 0.000817246 0.000742047 0.00141989 0.000904375 0.00143928 0.000543972 0.0010795 0.00117043 0.00134794 0.00148264 0.000486437 0.00147176 0.00131874 0.00136603 0.00126282 0.00137619 0.00134221 0.00148584 0.00149293 0.00122251 0.000781136 0.000261807 0.00146274 0.000558023 0.000617679 0.00136099 0.00131096 0.000724583 0.000748685
internal_weight=0 691 615 2430 338 2299 277 131 107 740 1559 240 1495 126 701 71 681 489 1369 1321 99 231 58 192 182 123 452 238 73 199
internal_count=3121 691 615 2430 338 2299 277 131 107 740 1559 240 1495 126 701 71 681 489 1369 1321 99 231 58 192 182 123 452 238 73 199
is_linear=0
shrinkage=0.00196078


Tree=5549
num_leaves=31
num_cat=0
split_feature=1 2 12 4 1375 43 3 150 12 1 43 376 4 0 2 12 1 15 14 16 15 1 150 0 47 42 1 2 11 11
split_gain=1.74313 0.261226 0.222659 0.199115 0.136216 0.145146 0.120456 0.117705 0.107363 0.0945135 0.0892657 0.0853451 0.0851392 0.08923 0.0803422 0.0771961 0.0771317 0.0826838 0.0679071 0.0867511 0.108316 0.0873123 0.0676934 0.0642692 0.0601714 0.0568874 0.0555346 0.120587 0.0949852 0.0773048
threshold=0.10920500000000001 0.14285500000000004 0.051320000000000005 0.26450500000000005 -0.092319999999999985 -0.074359999999999996 0.11924500000000002 0.084680000000000019 0.090285000000000018 0.09697500000000002 -0.085594999999999991 0.083785000000000012 0.033845000000000007 -0.092404999999999973 0.090790000000000023 0.13597000000000004 0.14699000000000004 -0.41396999999999995 -0.46166999999999997 -0.42170999999999997 -0.41942499999999994 0.12000500000000001 0.083555000000000004 -0.11991499999999998 0.11518500000000002 -0.069529999999999995 0.089770000000000016 0.090425000000000019 0.075910000000000019 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 -1 10 9 23 26 14 -6 -12 13 25 -7 -15 -3 -18 -5 21 -21 -20 -11 -2 -25 -10 28 -28 -4 -30
right_child=1 16 8 18 5 6 -8 -9 12 22 11 -13 -14 15 -16 -17 17 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0035591051782197926 0.0072257608159220429 0.0049646538703177027 0.014116681295748805 0.0092262326395656496 0.011138136116032666 0.01633698621870212 0.0063817636372900943 0.0062694290604699277 0.02127119112526998 0.012282304704280163 0.00081125031269731977 0.008618986809493176 0.010742008229792451 0.013071919224025508 0.012309778242757525 0.0074193004593253141 0.0050364850694313646 -0.0031598897141520868 0.0094701846325009765 -0.004370465045503806 0.005502948665060103 0.0038016446892813341 0.005186020103283227 0.014257719138238048 0.010033615978124242 0.014682255065264672 0.014288414665954373 0.0056925350955377022 0.021459371483687199 0.014445530381053687
leaf_weight=23 29 78 1005 45 74 106 27 58 20 41 21 42 175 719 93 25 20 32 49 20 25 61 20 77 60 38 51 24 33 30
leaf_count=23 29 78 1005 45 74 106 27 58 20 41 21 42 175 719 93 25 20 32 49 20 25 61 20 77 60 38 51 24 33 30
internal_value=0 0.00689743 0.0130825 0.00809981 0.0110542 0.0114608 0.0127391 0.0101475 0.0135101 0.0133993 0.00878289 0.00601641 0.0127404 0.0131765 0.0144549 0.012882 0.00297582 -7.43787e-06 0.00580642 0.00481357 0.00111476 0.00632672 0.00995565 0.0115025 0.0124077 0.0169543 0.0141681 0.0115377 0.0143528 0.0181194
internal_weight=0 554 2567 424 447 424 287 224 2120 260 137 63 977 802 199 744 130 52 200 155 45 110 61 166 137 58 1143 75 1068 63
internal_count=3121 554 2567 424 447 424 287 224 2120 260 137 63 977 802 199 744 130 52 200 155 45 110 61 166 137 58 1143 75 1068 63
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 474 1 2 2 34 12 1 132 160 1 11 41 150 0 0 47 43 3 3 0 47 13 156 31 12
split_gain=1.41194 0.219269 0.180673 0.145376 0.128452 0.131064 0.149695 0.116024 0.11294 0.0972622 0.0917315 0.0915138 0.0819887 0.104377 0.114531 0.0813093 0.104788 0.0763118 0.0755849 0.0727441 0.0851762 0.0675884 0.0673206 0.0868492 0.0876598 0.0794015 0.111148 0.0638228 0.0633067 0.0606154
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.14753000000000002 0.11411 -0.021334999999999996 0.087830000000000005 0.089875000000000024 0.088890000000000011 -1.0000000180025095e-35 0.14173500000000003 0.075910000000000019 0.079300000000000009 0.091105000000000005 -0.071924999999999989 -0.036484999999999997 0.090280000000000013 -0.080554999999999974 0.30112000000000005 0.088060000000000013 -0.22491999999999998 0.10670500000000001 -0.059629999999999996 0.090500000000000011 -0.077289999999999984 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 17 9 19 28 11 15 13 -9 -15 27 -17 18 -6 20 -2 -8 23 25 -25 26 -11 -4 -3 -12
right_child=1 7 10 -5 5 -7 21 12 -10 22 29 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.012864578832975693 0.016749848951134953 0.0049999314939250823 0.013091963613163572 0.016823463466275355 0.012604289285862226 0.00076132601127028472 0.0090487206536266265 0.0052867450420028316 0.0059880927787162369 0.0074604235432343558 0.011835347426630937 0.0068036214003096458 0.0070495589109866516 0.0028831021061965396 -0.0070461015897588094 0.020867288572092853 0.011781011471016841 0.0052572725778667348 0.0068188264138168758 0.006552109468835764 0.010078159670345485 0.0044974175367938126 0.0040697915408189501 0.0054740471340229977 0.012982404148594166 0.011344334827736021 -0.00093816991205900339 0.0074960647974096767 -0.001514097330160439 0.0091043944136057608
leaf_weight=90 31 37 692 29 138 20 59 26 70 40 1235 23 23 21 26 30 22 21 27 26 50 73 62 23 48 20 26 21 25 87
leaf_count=90 31 37 692 29 138 20 59 26 70 40 1235 23 23 21 26 30 22 21 27 26 50 73 62 23 48 20 26 21 25 87
internal_value=0 0.00620769 0.0117742 0.00997157 0.00950731 0.00861336 0.0091072 0.00484452 0.00911116 0.0058699 0.0121647 0.0130187 0.00184314 0.000202765 -0.00260965 0.0132056 0.0170231 0.010935 0.0116576 0.0111543 0.0126315 0.00653171 0.0068598 0.00796159 0.0105501 0.00582455 0.00415189 0.0129271 0.00237331 0.0116556
internal_weight=0 554 2567 457 428 338 318 377 177 281 2110 788 96 73 47 765 52 186 165 107 81 132 219 157 71 86 66 713 62 1322
internal_count=3121 554 2567 457 428 338 318 377 177 281 2110 788 96 73 47 765 52 186 165 107 81 132 219 157 71 86 66 713 62 1322
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 14 47 47 2 2 1 13 2 51 1 0 49 3 1 0 3 1 16 151
split_gain=45.381 5.33378 4.39398 2.85456 2.62467 2.42907 1.86513 1.33334 1.3202 1.28274 0.87058 0.812161 0.766416 0.694107 0.617949 0.590847 0.522378 0.456885 0.448609 0.39086 0.376288 0.354775 0.342089 0.335346 0.33531 0.308918 0.295579 0.294926 0.294327 0.345533
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.053180000000000012 0.076175000000000007 0.077555000000000013 0.091680000000000011 0.13093500000000002 0.11389000000000002 0.12958500000000003 -1.0000000180025095e-35 0.11411 -0.10056999999999998 0.16175000000000003 -0.13027499999999997 -0.085174999999999987 0.12745000000000004 0.12000500000000001 -0.10011499999999998 -0.10115999999999999 0.13075500000000004 -0.090344999999999995 -0.059889999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 7 11 24 16 -6 14 21 15 22 25 19 -9 -10 -2 -1 -7 -4 -11 -19 -3 -8 -12 -5 -24 -30
right_child=1 5 6 27 9 20 10 8 17 13 26 -13 -14 -15 -16 -17 -18 23 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014283207852504134 0.0012097025005494619 0.00064653593048550717 0.0011508241899024075 0.00074131903943477895 0.001315512328672142 0.0003612623225049418 0.0014842482758503333 0.0012528786631616467 0.00056584106284064207 0.0010262634212118125 0.0008851550227286769 0.0016233046887679072 0.0015070444195210433 0.0011240373658349739 0.00093654899474452519 0.00087277409819744561 0.00081503348023283717 0.00066728047497208848 0.00088568831556567963 0.0011861870393293224 6.9774362979496774e-05 0.0013632977954024367 0.0008786043404472836 0.00095194619019736356 0.00037589277795433502 0.0012774437911281006 0.0011430952850949609 0.0004768884655550804 0.00079781008977645876 0.00051021525728251176
leaf_weight=31 92 24 31 50 28 90 29 22 94 21 20 46 35 31 20 20 20 41 20 148 21 1191 43 26 66 655 117 24 36 29
leaf_count=31 92 24 31 50 28 90 29 22 94 21 20 46 35 31 20 20 20 41 20 148 21 1191 43 26 66 655 117 24 36 29
internal_value=0 0.000679635 0.0012835 0.000954396 0.00110086 0.000553136 0.00132005 0.000646717 0.000734789 0.000928343 0.00124845 0.00136754 0.00123947 0.000860588 0.00127628 0.00119241 0.00104438 0.000654026 0.00115184 0.00122812 0.000306116 0.00135791 0.000797278 0.000777748 0.000448064 0.00128621 0.00110544 0.000655558 0.000752754 0.000669499
internal_weight=0 590 2531 186 422 404 2109 293 203 188 841 1268 234 160 704 199 42 161 112 179 111 1222 129 67 90 684 137 74 108 65
internal_count=3121 590 2531 186 422 404 2109 293 203 188 841 1268 234 160 704 199 42 161 112 179 111 1222 129 67 90 684 137 74 108 65
is_linear=0
shrinkage=0.00196078


Tree=5552
num_leaves=31
num_cat=0
split_feature=1 12 1 1 4 2 3 4 4 47 40 2 3 457 3 4 2 10 2 52 52 2 43 13 43 12 52 2 129 159
split_gain=1.3663 0.347468 0.171662 0.12178 0.119949 0.108951 0.0997373 0.102105 0.110748 0.0971666 0.113612 0.0780167 0.0742616 0.135343 0.0969113 0.0826504 0.072769 0.0719468 0.0715007 0.0783567 0.107285 0.0712442 0.0651961 0.0988201 0.0633613 0.0618919 0.0604921 0.132252 0.059976 0.0549193
threshold=0.11829500000000003 0.051320000000000005 0.093575000000000019 0.14860500000000001 0.40124500000000002 0.11362000000000001 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.085505000000000012 -0.0087249999999999984 0.13754500000000003 -1.0000000180025095e-35 0.10613500000000002 0.13524500000000003 0.36766000000000004 0.073895000000000002 -0.062879999999999978 0.084755000000000011 0.048520000000000008 -0.0064899999999999992 0.095545000000000005 -0.11720999999999999 -0.0093149999999999986 -1.0000000180025095e-35 0.10408500000000002 0.086040000000000019 0.081685000000000021 0.090540000000000023 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 6 16 26 8 -8 11 -11 25 22 14 15 -14 -1 -5 -18 20 -20 -9 -4 -24 28 29 27 -3 -23 -2
right_child=3 4 12 17 -6 -7 7 21 -10 10 -12 -13 13 -15 -16 -17 18 -19 19 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0066625251281075175 0.0030864809526918602 0.022259468382055111 0.010921263783662156 -0.0040362908598035579 0.0063278984661385611 0.0047904817406088122 0.011706006514101194 0.012212086476286368 0.0026237006559967999 0.0026087048351764678 0.010492392693413422 0.0019082434334171316 0.013973464467447246 0.0017140851402390666 0.0056794551016840465 0.0082047789774994124 0.017630153878227525 0.0031024966088201229 0.012100903034898573 0.014965519075317738 0.0054546989613410207 0.012114128404037257 0.0074699333760293836 0.0017938124559198816 0.0088057954429236595 0.010221467512720094 0.010370759824008653 0.013856451720043662 0.0072870796777163476 0.0079126762676153435
leaf_weight=25 65 22 22 20 38 25 29 1544 25 25 68 75 63 22 36 41 23 48 92 52 33 229 71 54 122 27 33 126 29 37
leaf_count=25 65 22 22 20 38 25 29 1544 25 25 68 75 63 22 36 41 23 48 92 52 33 229 71 54 122 27 33 126 29 37
internal_value=0 0.011331 0.00910502 0.00482023 0.0118974 0.0110533 0.0119954 0.0117898 0.00750124 0.00569424 0.00837312 0.00447298 0.00752878 0.00900552 0.0101513 0.0116993 0.0117491 0.00100285 0.0123849 0.0117034 0.0103463 0.0119102 0.00590135 0.00501785 0.0106836 0.00596411 0.0142423 0.0151055 0.0115716 0.00483716
internal_weight=0 2756 559 365 2197 250 2159 1978 54 297 93 204 309 162 140 104 225 68 200 177 125 1924 147 125 380 129 181 148 258 102
internal_count=3121 2756 559 365 2197 250 2159 1978 54 297 93 204 309 162 140 104 225 68 200 177 125 1924 147 125 380 129 181 148 258 102
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 4 132 39 3 4 4 4 2 0 4 52 2 47 16 1375 3 16 43 13 43 400 157 51 13 15
split_gain=1.10671 0.281449 0.139047 0.107321 0.108132 0.0971584 0.0895776 0.0844439 0.0819583 0.0852473 0.127038 0.081297 0.0698779 0.06987 0.0811977 0.0694401 0.0974609 0.067964 0.0620924 0.0618453 0.0983372 0.0648725 0.0534709 0.0806513 0.053104 0.0868268 0.0611632 0.0529596 0.0521766 0.0509226
threshold=0.11829500000000003 0.051320000000000005 0.093575000000000019 0.31370500000000007 -0.42850999999999995 0.40124500000000002 0.082150000000000015 0.087735000000000021 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 -0.033174999999999989 0.11870500000000002 -0.13843999999999998 0.0033150000000000007 0.13796000000000003 0.081685000000000021 0.077555000000000013 -0.08595499999999999 -0.043984999999999989 -1.0000000180025095e-35 -0.069894999999999985 -0.11720999999999999 -0.0072999999999999992 0.0051600000000000005 -0.065974999999999992 -0.096984999999999974 -0.43587999999999999 -0.086134999999999975 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -5 8 17 11 15 10 -10 -2 -13 -11 24 16 -3 -1 -16 -4 22 -22 -21 -24 26 -26 -15 -20 -9 -14
right_child=3 5 19 4 -6 -7 -8 28 9 13 -12 12 29 14 18 -17 -18 -19 27 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.009764888545926928 0.011936678873651007 0.019163576245307925 0.0016661068276417525 0.0057892918819561602 -0.0013600237912864291 0.0056951086159403386 0.0036970984589840684 0.0081835645303362983 0.010786727279732337 0.0054535730481147767 0.00035171719733625653 0.0083564636507888514 0.007295906738462774 0.008200462481354252 0.010697433749297743 0.0071620937809348112 0.012422752389314258 0.014445534907281399 0.010660605607371705 0.0098291373388333762 0.0072474394790925699 0.011553092504914661 0.0063338620829855715 0.00086759373335531208 0.015662645684231237 0.0092331286099752181 0.011496568599245431 0.0067837766196023226 0.0026347916433010839 0.0012504684751069076
leaf_weight=192 27 25 22 34 56 38 21 20 28 25 20 57 22 59 172 20 151 37 51 22 86 59 79 41 23 242 1229 114 111 38
leaf_count=192 27 25 22 34 56 38 21 20 28 25 20 57 22 59 172 20 151 37 51 22 86 59 79 41 23 242 1229 114 111 38
internal_value=0 0.0101979 0.00819452 0.0043382 0.00134083 0.0107077 0.00994793 0.00531916 0.0107959 0.0106012 0.00643881 0.00699053 0.00584911 0.0107055 0.010775 0.0127457 0.0133803 0.0105212 0.00936795 0.0067759 0.00716759 0.00899939 0.00529709 0.00446622 0.0110803 0.00979116 0.0113456 0.00798207 0.00348193 0.00346713
internal_weight=0 2756 559 365 90 2197 250 275 2159 1963 48 144 117 1915 1890 196 176 229 337 309 287 145 142 120 1553 265 1288 165 131 60
internal_count=3121 2756 559 365 90 2197 250 275 2159 1963 48 144 117 1915 1890 196 176 229 337 309 287 145 142 120 1553 265 1288 165 131 60
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 10 34 2 10 12 1446 4 4 399 13 48 42 133 123 0 15 2 1 1210 133 475 3 2 3
split_gain=0.896433 0.227974 0.116236 0.134047 0.15392 0.111797 0.0976978 0.0939089 0.104785 0.113558 0.0787473 0.0951001 0.0883742 0.0759876 0.0740276 0.0733042 0.107604 0.074408 0.0704759 0.0794685 0.0692678 0.096501 0.0692366 0.160386 0.0762136 0.0893995 0.0741329 0.0771507 0.0645695 0.0637177
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -1.0000000180025095e-35 -0.028109999999999996 0.11870500000000002 0.094860000000000014 0.092550000000000007 0.10573500000000001 -0.50262499999999988 -0.059649999999999988 0.088080000000000006 0.23855500000000004 0.083685000000000009 0.088060000000000013 -1.0000000180025095e-35 0.11679000000000002 0.0059850000000000016 -0.090644999999999989 0.088930000000000023 0.083345000000000016 -0.15347999999999998 0.11269500000000002 -0.088274999999999978 -0.097174999999999984 0.086100000000000024 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 -6 20 -8 9 -9 12 13 -3 14 -12 16 17 -4 -10 29 21 -2 24 -24 -14 26 -26 28 -28 -20
right_child=6 10 3 -5 5 -7 7 8 18 -11 11 -13 22 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0010954641587367015 0.0054067614542145752 0.015759171476518667 -0.0021414313842920032 0.014440407936594317 0.0093150322627479909 0.0043948109803551979 -0.001828529757913202 0.010058162177565333 -0.0011161267277784645 0.0023035516640028128 0.0097320835258537311 0.002514545461061694 0.016361158837874732 0.008108519886063514 0.015844881003500805 0.0093193529623335821 0.0063574050690577786 0.0052024140424857084 0.0077164851562188498 -0.00048951588664203881 -0.004102062948402904 -0.0031006320752203463 0.0094360316346291332 0.0018996485268637057 0.0058164855145150796 0.0069539816789329053 0.015586731078272518 0.010423582044865227 0.0093703096508761519 0.003040597654249081
leaf_weight=28 40 27 37 28 288 55 20 69 25 26 350 23 21 415 21 29 72 22 68 25 21 20 317 31 32 75 55 806 24 51
leaf_count=28 40 27 37 28 288 55 20 69 25 26 350 23 21 415 21 29 72 22 68 25 21 20 317 31 32 75 55 806 24 51
internal_value=0 0.00917813 0.00737507 0.0077062 0.00733133 0.00852608 0.00390438 0.00477812 0.00527862 0.00793585 0.0096369 0.00885271 0.010094 0.00903818 0.0100781 0.00477009 0.003763 0.000596952 0.00378491 0.00463579 0.00084092 0.00257096 0.00998158 0.00876469 0.0103996 0.0102734 0.0105449 0.0107159 0.0136982 0.00571253
internal_weight=0 2756 559 531 503 343 365 284 264 95 2197 809 1388 786 371 160 131 59 169 144 81 60 1361 348 1013 992 917 885 79 119
internal_count=3121 2756 559 531 503 343 365 284 264 95 2197 809 1388 786 371 160 131 59 169 144 81 60 1361 348 1013 992 917 885 79 119
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=31
num_cat=0
split_feature=1 12 44 2 47 2 4 34 1 43 1 4 3 0 123 4 12 147 401 48 52 133 3 0 13 34 1 16 1455 1456
split_gain=0.72611 0.18554 0.121287 0.105662 0.110302 0.131195 0.135376 0.114321 0.0869173 0.076851 0.0691931 0.0678653 0.0669125 0.0848061 0.0666556 0.0720016 0.0711395 0.0645778 0.0633265 0.0722569 0.0620066 0.0618578 0.0608047 0.0596009 0.0538341 0.0530417 0.0494414 0.0481958 0.0474463 0.0526575
threshold=0.11829500000000003 0.078300000000000008 0.081805000000000017 0.10855000000000002 0.096300000000000011 1.0000000180025095e-35 -0.059649999999999988 -0.0011599999999999998 0.14860500000000001 -0.083269999999999997 0.08864000000000001 0.053180000000000012 -0.14186499999999996 -0.064754999999999993 0.11679000000000002 -0.033174999999999989 -0.12529499999999996 1.0000000180025095e-35 0.080710000000000018 0.084670000000000009 -0.23375999999999997 0.086990000000000012 -0.11171999999999999 -0.010949999999999998 -0.099939999999999987 -0.038779999999999995 0.087135000000000004 -0.25582999999999995 -0.23681499999999997 -0.14418499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 20 21 14 -5 -8 12 18 28 15 -2 -17 24 19 -3 -7 -1 -15 27 -18 -26 -22 -10 -14 -30
right_child=8 11 -4 9 -6 6 10 -9 23 -11 -12 -13 13 22 -16 16 17 -19 -20 -21 26 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0089083500382857346 0.0086655838391146607 0.010714728741421839 0.013193089373547724 -0.0010287452101086579 0.014469288429245353 0.006292473717864293 0.0082491320487262289 -0.0014235398091841491 -0.0010444563855840402 0.0050990682411871909 0.0042005012240046739 0.0072190808879934749 0.012525619732009042 0.0014064909750595689 -0.00091839574591216192 0.0084892834859689875 0.00067209991868462816 -0.0014130926998332143 0.0062600145259728811 0.017199412221089005 0.010604746980292692 0.0020627670498056848 0.0072764142525071898 -0.0039920040533285251 0.0009275795081285414 0.0058568628510999449 0.016254828089759463 0.0054354179420139795 0.0052722437598276889 0.0089487366618581851
leaf_weight=33 39 122 27 24 20 24 82 31 22 139 87 278 36 20 23 31 38 25 26 20 59 22 150 22 27 114 21 24 40 1495
leaf_count=33 39 122 27 24 20 24 82 31 22 139 87 278 36 20 23 31 38 25 26 20 59 22 150 22 27 114 21 24 40 1495
internal_value=0 0.00826032 0.00665172 0.00632586 0.00724152 0.00683886 0.00791181 0.00343287 0.00351394 0.00419681 0.00616493 0.00867884 0.00889141 0.0087075 0.00425233 0.00468637 0.00402599 0.00334774 0.0107973 0.0116281 0.0107505 0.00617012 0.00658584 0.00028894 0.00401266 0.00491296 0.0120879 0.00233635 0.00893709 0.00885293
internal_weight=0 2756 569 542 379 359 273 86 365 163 169 2187 1909 1741 297 274 235 204 168 142 104 55 170 68 179 141 80 46 1571 1535
internal_count=3121 2756 569 542 379 359 273 86 365 163 169 2187 1909 1741 297 274 235 204 168 142 104 55 170 68 179 141 80 46 1571 1535
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 47 2 1 14 2 2 0 1 34 3 15 12 2 160 4 15 15 11 3 47 14 0 12 12
split_gain=32.2697 5.48674 3.27678 2.29986 2.01423 1.37845 1.27073 0.953631 0.889282 0.714828 0.663067 0.660311 0.463301 0.681724 0.437267 0.43402 0.422058 0.384301 0.375541 0.355231 0.335028 0.323666 0.308972 0.274478 0.30061 0.270349 0.335252 0.266666 0.274822 0.260538
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.10699500000000002 0.093205000000000024 0.062655000000000016 0.14285500000000004 0.14960000000000004 -0.10096999999999999 0.085345000000000018 -1.0000000180025095e-35 0.10732000000000001 -0.097454999999999986 0.087625000000000022 0.094835000000000017 0.085755000000000012 0.27834500000000006 -0.41396999999999995 -0.43375999999999998 0.081790000000000015 -0.10831999999999999 0.090100000000000013 -0.23083499999999998 -0.14723999999999998 0.084290000000000018 0.096395000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 9 10 29 18 12 14 15 13 27 -4 23 -15 -14 -5 -18 -16 -12 -22 24 -7 26 -3 -1 -29 -6
right_child=1 2 6 8 7 11 -8 -9 -10 -11 21 -13 17 16 20 -17 19 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012231308374959443 0.0010476584820186391 0.00067063154242113805 0.00020583962717282225 0.0011157818262213855 0.0011192027891383451 0.00079195981949609529 0.00066934873917049744 0.00052665331020150476 0.00060508019253144557 0.0012521457247334907 0.00028931577888146822 0.00061473861148285402 0.0011042423416064272 0.0010013369985395527 0.00060389849218065101 0.00074771364926140864 0.00049860098910536259 0.0010434227584625135 0.00081855041139266074 0.00086373544039846468 0.00051766261458396912 6.1706543073279782e-05 0.00024179758758949947 0.001135782175423468 0.00098385337867050362 0.00068159503812458434 0.00045435195527397806 0.00080488921672690144 0.0010732938155345951 0.00087637141473726388
leaf_weight=29 76 33 45 26 25 35 37 27 61 78 41 22 724 27 32 33 20 891 44 21 27 58 37 40 304 33 167 20 55 53
leaf_count=29 76 33 45 26 25 35 37 27 61 78 41 22 724 27 32 33 20 891 44 21 27 58 37 40 304 33 167 20 55 53
internal_value=0 0.000550633 0.000489212 0.00103084 0.00061878 0.00104524 0.000331111 0.000844261 0.000778141 0.0010684 0.000278966 0.000945715 0.00106038 0.000963641 0.000365326 0.000963388 0.000810979 0.00107069 0.000928951 0.000685621 0.000440085 0.000155969 0.000358178 0.000982167 0.000964041 0.000517168 0.000490038 0.00106346 0.00100172 0.000954202
internal_weight=0 691 615 2430 338 2299 277 105 131 1865 240 434 1787 172 141 412 68 1615 70 41 96 99 64 379 339 233 200 104 75 78
internal_count=3121 691 615 2430 338 2299 277 105 131 1865 240 434 1787 172 141 412 68 1615 70 41 96 99 64 379 339 233 200 104 75 78
is_linear=0
shrinkage=0.00196078


Tree=5557
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 4 2 1 2 2 2 14 2 4 11 2 2 13 1 1 1 13 150 1 130 133 475 1 52 4
split_gain=40.1088 6.57159 3.29002 3.0934 2.43418 2.23921 1.78912 1.37549 1.24024 1.18635 1.02796 0.890764 0.616929 0.523743 0.480082 0.460343 0.447324 0.434137 0.429247 0.388756 0.371594 0.354462 0.483688 0.335901 0.325037 0.268833 0.252643 0.251449 0.220241 0.207542
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.36766000000000004 0.13712500000000002 0.092845000000000025 -1.0000000180025095e-35 0.090050000000000005 0.10613000000000002 0.062655000000000016 0.11704500000000001 -0.15289999999999995 1.0000000180025095e-35 0.31358000000000003 0.094835000000000017 -0.14179999999999995 0.090540000000000023 0.12408500000000001 0.12000500000000001 -0.07743499999999999 0.081835000000000019 0.13075500000000004 0.012250000000000002 -1.0000000180025095e-35 -0.088274999999999978 0.12958500000000003 0.40674500000000008 -0.011884999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 7 8 6 9 16 20 11 27 18 -2 -12 17 -6 -1 -11 26 -15 -3 -19 29 25 -18 -4 -5 -10 -28 -23
right_child=1 4 23 5 15 -7 -8 -9 10 14 13 -13 -14 19 -16 -17 24 21 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013762344854051658 0.0012419701223411867 0.00067756473616349937 0.0006080642946848044 0.0011975205119918375 0.00042118501471639041 0.00072571342308102335 0.00088252550446581168 0.0007940239017907877 0.0011011309620968337 0.00096694378451230045 0.00099039231591364907 0.0015803618037622737 0.000870860078755547 0.00071031136038748779 0.0013989580107945741 0.0001268714101621225 0.00092531080861218507 0.0013115976317537848 0.0012606547635019777 0.00049159274333053157 0.00041437599748767029 0.0012662500846297295 0.00097219317820410544 0.00050608998627152315 0.0012362769275319342 0.0008804246221964081 0.0013625222414857601 0.00082405605736900786 0.0011725232163383289 0.0011839006276892351
leaf_weight=28 124 30 22 39 84 26 38 66 34 22 20 60 20 122 79 27 28 224 238 42 66 290 29 24 24 38 1035 20 24 198
leaf_count=28 124 30 22 39 84 26 38 66 34 22 20 60 20 122 79 27 28 224 238 42 66 290 29 24 24 38 1035 20 24 198
internal_value=0 0.000739843 0.00101053 0.00128033 0.000601153 0.00129788 0.00130442 0.00100356 0.000684755 0.00131158 0.00076064 0.00134664 0.00119043 0.00069083 0.00125345 0.000349595 0.00117642 0.00123839 0.00133615 0.000654298 0.000496622 0.00124645 0.00121822 0.000702139 0.00106883 0.000780559 0.00135251 0.000998511 0.00135822 0.00123284
internal_weight=0 673 228 2448 445 2302 2276 146 334 2238 238 1396 144 184 842 111 80 763 1336 164 96 741 517 84 52 60 1098 54 1059 488
internal_count=3121 673 228 2448 445 2302 2276 146 334 2238 238 1396 144 184 842 111 80 763 1336 164 96 741 517 84 52 60 1098 54 1059 488
is_linear=0
shrinkage=0.00196078


Tree=5558
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 4 3 47 1 47 0 14 15 49 1 124 4 3 0 15 3 50 15 0 48 16
split_gain=22.7797 2.61008 2.43585 1.33956 1.31224 1.06951 0.994851 0.771536 0.668185 0.533742 0.497921 0.413762 0.412051 0.395715 0.39781 0.37081 0.367652 0.306955 0.298599 0.288651 0.267164 0.501755 0.266319 0.231854 0.221616 0.205316 0.211442 0.191524 0.180457 0.173862
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 0.090285000000000018 -0.17966999999999997 0.40945500000000007 0.033845000000000007 -0.11171999999999999 0.077555000000000013 0.12000500000000001 0.090100000000000013 -0.062294999999999996 0.076175000000000007 0.13592500000000005 -0.012034999999999999 0.10124500000000002 -0.072314999999999977 -0.046564999999999988 0.092670000000000016 -0.13027499999999997 0.013270000000000002 -0.13309499999999996 0.041865000000000006 -0.41942499999999994 -0.092404999999999973 0.087310000000000013 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 17 8 15 -5 13 16 -1 20 -10 23 -15 22 27 -2 19 -9 -12 -22 -4 29 -11 26 -7 -8 -28 -3
right_child=1 5 6 7 -6 25 9 18 12 24 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00067828788504925965 0.00064915979536725032 0.00053665501259432069 0.00083794839424537672 0.0010121140112521268 0.00053283187521746946 0.00035790325821886764 0.0010910837031921751 0.00061943324340157815 0.00057190247809716928 0.0006639983684144546 0.0010377693223622782 0.0011711885696094411 0.00034385297231997417 0.00086414716974536718 0.00052576250954466388 0.0012099757555551439 0.00072907962330568581 0.00091717997049787364 0.0005797309429312798 0.00086326087692035721 0.00093645277506142265 0.00060815354526946039 0.0010351319944315995 0.00066151577440082959 0.0008790652344818988 0.00043854905797155908 3.640528213528447e-05 0.00097202661478408418 0.00028414412310310438 0.00033682642552332998
leaf_weight=26 20 47 27 28 74 29 56 35 44 21 58 32 99 34 22 46 23 92 85 40 96 22 1068 34 150 23 26 718 20 26
leaf_count=26 20 47 27 28 74 29 56 35 44 21 58 32 99 34 22 46 23 92 85 40 96 22 1068 34 150 23 26 718 20 26
internal_value=0 0.000543243 0.00097108 0.000835095 0.000735448 0.000454752 0.00099829 0.000711845 0.000511846 0.000952054 0.000934115 0.000966094 0.000414022 0.000597666 0.00073121 0.00103751 0.000973381 0.000869319 0.000659298 0.000749475 0.000928804 0.000875244 0.00103027 0.000527774 0.000852654 0.000276482 0.000226782 0.000980641 0.000144118 0.000465483
internal_weight=0 590 2531 422 186 404 2109 188 306 968 234 208 143 163 56 1141 797 112 160 75 176 118 1095 107 171 98 75 774 46 73
internal_count=3121 590 2531 422 186 404 2109 188 306 968 234 208 143 163 56 1141 797 112 160 75 176 118 1095 107 171 98 75 774 46 73
is_linear=0
shrinkage=0.00196078


Tree=5559
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 4 4 3 45 2 2 2 1 0 160 2 0 1212 2 1444 43 13 157 133 1186 3 4 4 2 157
split_gain=1.01375 0.230384 0.120428 0.111163 0.094543 0.0935328 0.0805589 0.0784388 0.0786347 0.0770787 0.110069 0.120684 0.0652431 0.160246 0.142453 0.0760011 0.0982007 0.103958 0.0832354 0.082798 0.0708457 0.0937425 0.112661 0.106995 0.074226 0.066419 0.0689787 0.0787055 0.0653962 0.0645795
threshold=0.10337500000000001 -0.063814999999999997 0.31358000000000003 0.40124500000000002 0.14122000000000004 0.09173000000000002 -0.17966999999999997 0.10299500000000002 0.081955000000000014 0.13712500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.089770000000000016 -0.13027499999999997 0.08443500000000001 0.085730000000000015 -0.097734999999999989 0.091220000000000009 0.083715000000000026 -0.083894999999999983 -0.081779999999999978 -0.085804999999999979 -0.082009999999999986 0.087495000000000003 0.021560000000000003 -0.096544999999999978 -0.080364999999999978 -0.0083799999999999986 0.080205000000000012 -0.08829999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 7 -2 -3 8 12 10 -8 -12 15 14 -14 16 28 25 -19 -17 21 22 -21 -24 -22 -18 -27 -28 -1 -23
right_child=1 2 -4 -5 -6 -7 9 -9 -10 -11 11 -13 13 -15 -16 19 17 18 -20 20 24 29 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.018929238271756244 0.010198992048211109 0.009151487388382 -0.0017777399625629187 0.0030719456760297447 0.0054525865650758513 0.0062655373858143699 0.0023824708044735926 0.0065646727821281683 0.016477360288124712 0.0020921542350029977 0.0116601094188426 0.0054581976357925069 -0.0012242197515801171 0.0099893562595854569 0.0088888475749020774 0.0041997482109328976 0.0153956887871027 0.009908986898760002 0.0017333794197475071 0.018109684341993088 0.0094544894528331425 0.0052104292183437137 0.014488599294175706 0.0063260830186594001 0.013772702295543804 0.012083597964111757 0.0076041200269094632 0.012441996875864822 0.012766837750506752 0.010796548714887959
leaf_weight=26 130 42 28 22 41 113 90 55 21 97 38 180 26 322 30 23 40 33 20 39 762 22 42 26 42 266 92 53 51 349
leaf_count=26 130 42 28 22 41 113 90 55 21 97 38 180 26 322 30 23 40 33 20 39 762 22 42 26 42 266 92 53 51 349
internal_value=0 0.00586543 0.00458422 0.0101477 0.0102131 0.00836985 0.00498274 0.0102965 0.0103863 0.00455042 0.00532462 0.00653926 0.0103298 0.00913071 0.00419349 0.0105701 0.0115215 0.0110134 0.00682385 0.0101466 0.0102533 0.0112174 0.013825 0.0113676 0.00968007 0.0115057 0.0111271 0.00937245 0.0148476 0.0104653
internal_weight=0 718 475 2403 2381 243 447 2340 2285 405 308 218 2264 378 56 1886 581 504 53 1305 1282 478 107 68 804 451 411 145 77 371
internal_count=3121 718 475 2403 2381 243 447 2340 2285 405 308 218 2264 378 56 1886 581 504 53 1305 1282 478 107 68 804 451 411 145 77 371
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=31
num_cat=0
split_feature=1 1 155 1 4 2 9 10 0 0 2 3 123 51 52 14 43 156 15 147 0 1420 157 48 3 10 474 1208 2 12
split_gain=0.827344 0.136385 0.121604 0.109959 0.0979238 0.092819 0.115697 0.103559 0.084254 0.0856937 0.083025 0.07988 0.0746942 0.0849784 0.0723407 0.0685291 0.0657875 0.0598467 0.075311 0.0551988 0.0584194 0.0706972 0.070884 0.0959533 0.0753336 0.0543444 0.0536277 0.0599466 0.0554762 0.0532936
threshold=0.10920500000000001 0.14860500000000001 0.10158500000000002 0.093890000000000015 -0.16363499999999997 0.11448000000000001 -1.0000000180025095e-35 0.094860000000000014 -0.067094999999999988 -0.091069999999999984 0.15109000000000003 0.11296500000000002 0.11679000000000002 0.14122000000000004 1.0000000180025095e-35 0.062655000000000016 -0.072864999999999985 0.10272000000000002 -0.042209999999999991 0.089365000000000014 -0.07403499999999999 -0.063039999999999985 -0.082009999999999986 0.093265000000000015 -0.13927999999999999 -0.062879999999999978 0.084145000000000011 0.099975000000000008 0.073895000000000002 0.10266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 -5 6 -2 16 9 14 11 15 13 17 -6 19 -8 18 -7 20 -1 -22 -23 24 -24 -3 27 28 -26 -18
right_child=1 25 -4 4 8 12 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 29 -19 -20 -21 21 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0096378334217708181 0.0024407958348264111 -0.003832595436833799 0.012592905190434645 0.010385383517419982 0.0048073969526393791 0.0038293600895731536 0.0062732350208203908 0.0021622279934861042 0.0027560994604310181 0.0093190055619540423 0.0030296578670718842 0.0034867079847532771 -0.0017639989351901813 0.0099782979925689495 0.01102217559326329 0.012210897318020997 0.012936323760275512 0.0081431157048791648 -0.0017435993364979996 0.0051757643806922722 0.013818415148522369 0.0024780717085708271 0.014270471587466697 0.0036303581455006048 0.0024173182644881309 0.0023717529247126853 0.012259982599679267 0.012132315973060267 0.0079161371856923679 0.0077388562453801144
leaf_weight=1587 53 20 22 91 126 148 55 27 47 121 21 23 23 23 22 84 47 25 29 32 22 22 24 39 20 48 33 31 222 34
leaf_count=1587 53 20 22 91 126 148 55 27 47 121 21 23 23 23 22 84 47 25 29 32 22 22 24 39 20 48 33 31 222 34
internal_value=0 0.00474156 0.00532846 0.00900266 0.0074949 0.00498402 0.00649953 0.00781924 0.00666252 0.00734505 0.00928676 0.00934819 0.00366406 0.00421893 0.00573122 0.0094119 0.00894233 0.00356316 0.00291628 0.0092962 0.00936212 0.00830268 0.00799233 0.0083211 0.00887546 0.000546945 0.00845232 0.00799205 0.00746169 0.0107547
internal_weight=0 554 486 2567 407 464 216 163 316 269 2160 2139 248 225 148 2116 136 202 177 2032 2000 413 391 369 330 68 306 273 242 81
internal_count=3121 554 486 2567 407 464 216 163 316 269 2160 2139 248 225 148 2116 136 202 177 2032 2000 413 391 369 330 68 306 273 242 81
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 2 1 4 14 2 11 1 150 1 0 43 3 15 52 34 13 0 4 4 43 49 3 16
split_gain=20.5641 2.47063 2.06135 1.85483 1.37821 1.03225 1.0028 0.64552 0.57785 0.5629 0.406418 0.370327 0.31454 0.507319 0.564703 0.31377 0.244621 0.231679 0.239795 0.216716 0.258621 0.200325 0.250118 0.19967 0.298381 0.182288 0.238227 0.173268 0.164534 0.147394
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13604000000000002 0.36766000000000004 0.14122000000000004 0.088105000000000003 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.076175000000000007 0.17025000000000004 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.091195000000000012 -0.066089999999999996 -0.025214999999999998 0.30112000000000005 0.040760000000000005 -0.07167999999999998 -0.028109999999999996 -0.016469999999999995 -0.22491999999999998 0.50644500000000015 0.0052350000000000009 -1.0000000180025095e-35 -0.054319999999999993 -0.097174999999999984 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 7 17 10 -4 -8 15 21 13 25 -15 -1 -17 -3 23 20 -14 -5 -23 -19 -25 26 -9 -10 -28 -27
right_child=1 3 8 11 -6 -7 9 12 27 -11 -12 -13 19 14 -16 16 -18 18 -20 -21 -22 22 -24 24 -26 29 28 -29 -30 -31
leaf_value=0.00095242016587581725 0.00089702237268199033 0.00039994860045137066 0.00084701564824670524 0.00018225653257732298 0.00056743400507710054 0.00060539331335248358 0.00079170393968830584 0.00093412327931361447 0.00062956045929561633 0.00048715490560211679 0.0011062936984541612 0.00013735250128879531 0.00099943066410517704 0.00081495312180323611 0.00043020717813359462 0.0008935187110703062 0.0006718449871969713 0.00044028909292583371 0.00040461234999455362 0.0011645309071914823 0.00074300742909020072 0.0003066939603812381 0.00051480068544821754 0.00073669288237946621 0.00045766395795375796 0.00088741586414552999 0.00067690031858635882 0.00044339328785152998 0.0008660127608780847 0.00079098006561421691
leaf_weight=1118 52 120 34 25 45 41 70 327 40 35 58 49 62 55 20 216 21 29 48 20 20 64 34 41 23 118 20 37 153 126
leaf_count=1118 52 120 34 25 45 41 70 327 40 35 58 49 62 55 20 216 21 29 48 20 20 64 34 41 23 118 20 37 153 126
internal_value=0 0.000488894 0.000895393 0.000449447 0.000907377 0.000913818 0.000528372 0.000919236 0.000634113 0.000690188 0.000945562 0.000281502 0.000878846 0.000866058 0.000712354 0.000938682 0.000873877 0.000463273 0.000517166 0.000981524 0.000936888 0.000338927 0.000378894 0.000575259 0.000636417 0.000881552 0.000902993 0.000540104 0.00084415 0.000837617
internal_weight=0 590 2531 538 2420 2375 366 2334 111 105 1413 172 921 819 75 1355 237 261 141 102 82 123 98 93 64 744 500 77 173 244
internal_count=3121 590 2531 538 2420 2375 366 2334 111 105 1413 172 921 819 75 1355 237 261 141 102 82 123 98 93 64 744 500 77 173 244
is_linear=0
shrinkage=0.00196078


Tree=5562
num_leaves=31
num_cat=0
split_feature=1 3 0 1 484 1 16 2 16 42 11 1 130 12 12 457 43 3 2 1 474 51 12 1212 403 13 4 52 16 402
split_gain=0.77835 0.129037 0.108716 0.107012 0.127943 0.0992087 0.0935209 0.112344 0.0839263 0.0792681 0.0761808 0.0821172 0.0731412 0.0886677 0.170129 0.069665 0.065998 0.0659332 0.0772414 0.192695 0.0891237 0.102819 0.0894115 0.0805391 0.0651665 0.0650205 0.0914535 0.0661561 0.0739564 0.0640776
threshold=0.10920500000000001 -0.049509999999999992 0.22582000000000002 0.090540000000000023 -0.020124999999999994 0.16540500000000002 0.5136400000000001 0.09358000000000001 -0.36241499999999999 0.11066000000000001 0.080455000000000013 0.081670000000000006 -0.0060099999999999989 0.10673000000000001 0.11586 0.083415000000000017 -0.0071849999999999995 0.10732000000000001 0.085730000000000015 0.086920000000000011 1.0000000180025095e-35 -0.092264999999999986 0.080890000000000017 0.11137000000000001 -0.5335399999999999 -0.0030199999999999997 -0.0070899999999999991 -1.0000000180025095e-35 -0.43320999999999993 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 10 -5 9 7 -6 -9 25 17 -12 -2 16 -15 -10 -14 18 20 -20 22 -22 -1 24 -24 -3 -27 -28 -29 -26
right_child=1 5 -4 4 6 -7 -8 8 15 -11 11 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 23 -25 29 26 27 28 -30 -31
leaf_value=0.014720589725766332 0.0022021372256607846 0.0035478632534470321 0.0017469749616628343 0.012620497244896126 0.0076704294767224353 -0.0025343896669801323 0.010421119544540265 0.0075595732692781154 0.0041762131007943449 -0.00052589255717716045 0.0088474639945409512 0.017393171949231106 0.0075901826427513227 -0.0020554832425778327 0.010244946413017302 -0.0019484844166212359 0.012967731044773246 0.0038445373919482034 0.008862839371693328 0.00032690577122762251 0.00053613101597875361 0.0093176242779009055 0.014760982530612138 0.0038497109618037943 0.010309225191909192 0.01217233660509405 0.0094723437447100881 0.0060977248892444998 -0.0018067286419682204 0.0051007536947727207
leaf_weight=45 29 219 22 46 291 25 73 49 65 35 22 23 74 23 22 26 33 24 1290 27 20 40 31 20 428 23 22 29 20 25
leaf_count=45 29 219 22 46 291 25 73 49 65 35 22 23 74 23 22 26 33 24 1290 27 20 40 31 20 428 23 22 29 20 25
internal_value=0 0.00461346 0.00874647 0.00880697 0.00757199 0.00355032 0.00711121 0.0065506 0.00422295 0.00398744 0.00914744 0.0132153 0.00680433 0.00768238 0.00395806 0.0024263 0.00924868 0.00905357 0.00911848 0.00868784 0.0100498 0.00639046 0.0104497 0.0100684 0.0103253 0.00449213 0.00669207 0.00491677 0.00287142 0.0100218
internal_weight=0 554 2567 2545 550 373 504 431 140 348 1995 45 181 152 45 91 107 1950 1926 1317 609 60 549 504 484 313 94 71 49 453
internal_count=3121 554 2567 2545 550 373 504 431 140 348 1995 45 181 152 45 91 107 1950 1926 1317 609 60 549 504 484 313 94 71 49 453
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 11 1 47 2 2 49 12 3 13 159 2 1 0 13 3 3 43 0 1 49 2 4 52
split_gain=37.1532 5.85962 2.99339 2.84719 1.93292 1.75654 1.29334 1.18476 1.08561 1.00825 0.884571 0.723718 0.636323 0.531438 0.443815 0.652511 0.436593 0.422639 0.390893 0.501971 0.384343 0.383133 0.372236 0.420907 0.343017 0.325863 0.324421 0.322268 0.317607 0.391476
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.13712500000000002 1.0000000180025095e-35 0.092845000000000025 0.13082500000000002 0.092235000000000025 0.14960000000000004 -0.054984999999999992 0.09320500000000001 -0.12018999999999998 0.14871000000000004 0.08154500000000002 0.094835000000000017 0.086920000000000011 -0.097024999999999986 -0.47860499999999995 -0.11171999999999999 0.31370500000000007 -0.025214999999999998 -0.23194499999999998 0.11910500000000002 0.088340000000000016 0.31358000000000003 0.0052350000000000009 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 16 6 7 10 17 11 14 22 -2 -9 15 -4 -3 -1 24 -20 -13 -12 23 -6 -16 -5 -19 -22 -23 -30
right_child=1 4 5 25 9 -7 -8 13 -10 -11 21 20 -14 -15 18 -17 -18 26 19 -21 27 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012747419064118414 0.00080301277498251737 0.00077811140308086887 0.00079890534405211322 0.00075609331447778767 0.00044391819791238539 0.00070971142427594057 0.00086355903700101734 0.0014926600704590479 0.00074079878167849665 0.00075206083912356992 0.00097307677334652779 0.00046000398924564298 0.0011588022876497684 0.0012466123588680787 0.0015226747066366907 0.0012821164679399785 0.00054398999981036995 0.00080865856345280326 0.0010124846936440935 0.0012224767891004741 0.00027788498328149241 0.0012011579404400969 0.00031907285469021389 0.00067825575056664476 0.0012633777555996566 0.00051009198981394007 0.0011193297845141894 -3.6708432133200847e-05 0.0010326039083492307 0.0012093220603174575
leaf_weight=28 23 121 21 47 82 26 38 90 66 37 42 22 121 54 20 22 41 24 50 351 31 370 44 46 1018 37 28 21 119 81
leaf_count=28 23 121 21 47 82 26 38 90 66 37 42 22 121 54 20 22 41 24 50 351 31 370 44 46 1018 37 28 21 119 81
internal_value=0 0.000679018 0.00119921 0.000934624 0.000548057 0.00121648 0.00122226 0.00122835 0.000926949 0.000450283 0.00121652 0.000404894 0.00110197 0.00140039 0.00124242 0.00104613 0.000718858 0.00108052 0.00124829 0.00119629 0.000242752 0.00115381 0.000474653 0.000528133 0.00126837 0.000647736 0.000975943 0.000150838 0.00116713 0.00110417
internal_weight=0 673 2448 228 445 2302 2276 2238 146 283 2094 246 144 144 1482 43 162 80 1439 401 74 612 172 128 1038 84 52 52 570 200
internal_count=3121 673 2448 228 445 2302 2276 2238 146 283 2094 246 144 144 1482 43 162 80 1439 401 74 612 172 128 1038 84 52 52 570 200
is_linear=0
shrinkage=0.00196078


Tree=5564
num_leaves=31
num_cat=0
split_feature=1 1 12 39 2 47 4 14 1 2 2 4 3 1 2 12 2 16 11 47 13 2 2 4 150 16 2 12 13 0
split_gain=51.0609 7.56717 5.07895 3.97541 2.65113 1.91876 1.74069 1.39528 1.2775 1.05624 0.923607 0.921531 0.752241 0.744241 0.911245 0.475734 0.430855 0.426185 0.413023 0.392833 0.375094 0.36852 0.350776 0.326617 0.318955 0.289072 0.242263 0.209171 0.198172 0.213699
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 0.056590000000000008 0.098630000000000009 0.12958500000000003 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.14960000000000004 0.40945500000000007 0.11658 0.089625000000000024 0.090425000000000019 0.09141500000000001 0.094835000000000017 -0.040964999999999994 0.081790000000000015 0.10350500000000001 -1.0000000180025095e-35 0.10613000000000002 -0.0091949999999999983 -0.51843499999999987 0.081835000000000019 -0.065229999999999996 0.088930000000000023 0.092200000000000018 0.00084500000000000016 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 7 10 19 13 16 12 11 -3 18 15 22 23 -5 -7 24 -4 -2 -22 -15 -1 27 -17 -25 -6 29 -23
right_child=1 5 6 8 9 17 -8 -9 -10 -11 -12 -13 -14 14 -16 25 -18 -19 -20 -21 21 28 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013877334214058242 0.00038386503341285045 0.00044990129792033017 0.001116024193119127 0.0011390202989180883 0.001067155773248048 0.00038979103747447226 0.00052012931190285026 0.0013759717176672558 0.00054420190935249458 0.00064386657400308626 -2.8069699214127097e-05 0.00013237293023621649 0.00067089372914524471 0.00080050857189823592 0.0006456839384388843 0.0011102382845276895 0.00081108154510723307 0.00076330626699951738 0.0011802977531304288 0.00088913592170266546 0.00076137907098016474 0.00044212211543208282 0.0010695947766105635 0.0011560573674073017 0.00074638216038878892 0.00099194772627897248 0.0010859880522147045 0.00096088863233999907 0.00031604172451461619 0.00069514612982920902
leaf_weight=21 131 51 71 24 106 23 34 78 66 39 78 113 28 20 23 189 43 24 45 50 23 33 271 878 21 137 242 217 21 21
leaf_count=21 131 51 71 24 106 23 34 78 66 39 78 113 28 20 23 189 43 24 45 50 23 33 271 878 21 137 242 217 21 21
internal_value=0 0.000457653 0.000638026 0.00106748 0.00108642 0.000217987 0.000912122 0.00111928 0.000737822 0.000952444 0.000147577 0.000231117 0.000981304 0.00110804 0.0010214 0.00112659 0.000928552 0.000580522 0.00100365 0.00102227 0.000452502 0.000544252 0.0010511 0.00114546 0.000980539 0.00106053 0.00114092 0.000995763 0.000477666 0.00054052
internal_weight=0 673 384 2448 2315 289 155 1859 133 456 242 164 417 1781 314 1467 67 47 389 121 229 98 291 1141 344 326 1120 323 75 54
internal_count=3121 673 384 2448 2315 289 155 1859 133 456 242 164 417 1781 314 1467 67 47 389 121 229 98 291 1141 344 326 1120 323 75 54
is_linear=0
shrinkage=0.00196078


Tree=5565
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 159 1 0 1 2 4 1 1 4 15 13 0 15 43 47 0 160 43 3 12 1
split_gain=30.5898 5.33581 3.18906 2.76493 1.94378 1.61575 1.06153 0.923769 0.737938 0.730317 0.640829 0.606821 0.734976 0.493342 0.483707 0.412587 0.384631 0.378487 0.327244 0.321259 0.315376 0.315237 0.3126 0.307069 0.306406 0.310702 0.380018 0.298721 0.242264 0.240139
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.10672500000000001 0.14122000000000004 -1.0000000180025095e-35 0.09253500000000002 -0.10607499999999999 0.085345000000000018 0.17025000000000004 -0.013514999999999998 0.093100000000000002 0.075045000000000014 0.0061450000000000003 -0.095869999999999983 -0.0030199999999999997 -0.15202999999999997 -0.03241999999999999 -1.0000000180025095e-35 0.090100000000000013 -0.079119999999999982 -0.079874999999999988 -0.074974999999999986 -0.097174999999999984 0.090285000000000018 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 11 29 14 -4 -5 12 20 19 16 28 27 24 -14 -11 -1 -22 -21 -3 -13 26 -26 -7 -16 -6
right_child=1 2 9 10 7 8 -8 -9 -10 13 -12 17 18 -15 15 -17 -18 -19 -20 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013435529922348221 0.001134040240231935 0.00057531095272605668 0.00073277184930749424 0.0010018450937383176 0.0011514206899001318 0.00089489565927441386 0.0013894746174999313 0.00063035268759151469 0.00078123242539518021 0.00038329935543187418 0.00066782167970373587 0.0011772818018466503 0.0010306857032379626 0.00022159042255344248 0.0011217703464878196 0.0007949627735012886 0.0012104901404491339 0.0010345001590858194 0.00071757639768941237 0.00042036987376412559 0.0011821246651165626 0.00087295155328751494 0.00071645737155080736 0.00078014306507150251 0.000756459026506134 0.0011322892797596567 0.0011299070814182839 0.0010945447836092314 0.00098269331839491198 0.00092545846389718378
leaf_weight=21 74 191 26 34 40 35 70 28 41 139 63 1116 21 54 68 35 96 96 33 29 32 21 26 33 20 296 22 163 165 33
leaf_count=21 74 191 26 34 40 35 70 28 41 139 63 1116 21 54 68 35 96 96 33 29 32 21 26 33 20 296 22 163 165 33
internal_value=0 0.000637311 0.000575945 0.00110932 0.000707311 0.00112271 0.0011529 0.000933137 0.00103519 0.000420128 0.000784902 0.00114303 0.00101327 0.000387351 0.00105371 0.000993464 0.00110864 0.00115374 0.000839341 0.000433491 0.0011402 0.00105962 0.000560339 0.000605487 0.00116162 0.0011099 0.000952075 0.00105925 0.00102328 0.00104927
internal_weight=0 673 599 2448 325 2351 1748 101 603 274 97 1678 128 248 562 268 294 1550 54 194 74 53 55 224 1454 338 42 198 233 73
internal_count=3121 673 599 2448 325 2351 1748 101 603 274 97 1678 128 248 562 268 294 1550 54 194 74 53 55 224 1454 338 42 198 233 73
is_linear=0
shrinkage=0.00196078


Tree=5566
num_leaves=31
num_cat=0
split_feature=1 3 4 1 46 2 2 10 15 2 15 2 47 47 43 4 1 160 42 16 16 484 3 151 52 12 11 51 1456 52
split_gain=1.15079 0.250652 0.120575 0.118797 0.160061 0.106443 0.100424 0.0907585 0.0759792 0.0746438 0.0776476 0.0698595 0.074434 0.105009 0.070015 0.0817451 0.143931 0.0723088 0.0665376 0.0657912 0.0632773 0.0610992 0.0582117 0.0577292 0.0574096 0.0571616 0.0541241 0.0545448 0.0926899 0.104393
threshold=0.10337500000000001 -0.063814999999999997 0.40124500000000002 0.14262000000000002 0.081930000000000017 0.11474000000000002 0.093320000000000014 -0.062879999999999978 -0.41942499999999994 0.13712500000000002 0.013270000000000002 0.15109000000000003 0.081320000000000017 0.10154500000000001 -0.45785999999999999 -0.013514999999999998 0.081315000000000012 0.066685000000000008 -1.0000000180025095e-35 -0.54165499999999989 -0.45661999999999997 0.10948000000000001 -0.073884999999999992 0.092070000000000013 -1.0000000180025095e-35 0.10866500000000003 0.080455000000000013 0.081440000000000026 -0.077604999999999993 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 9 8 19 -5 -2 10 18 12 14 -14 -8 17 20 22 -3 -1 -17 24 -16 26 -22 -24 27 -21 -29 -30
right_child=1 3 -4 7 -6 -7 11 -9 -10 -11 -12 -13 13 -15 15 16 -18 -19 -20 23 21 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.016445712440393188 0.0042611199120680494 0.009843857400119305 0.0031490141504698179 -0.0043097696732729675 0.014131054314784706 0.0052776908129037892 0.0039563725279136144 0.0031067753868901731 0.010678221892560128 0.0020357805765791417 0.010144187117967864 0.0039160653904435185 0.019102683803066612 0.0092915438426037621 0.011495804585220884 0.012540249585799758 0.0021547587097302313 0.015002643451508549 0.0045019936517883656 0.011160356478495025 0.0098628214265530315 0.01379712204448879 0.0071432010732207663 0.0072809491705681604 0.0064430930786464301 0.011519423003925984 0.014870293948721761 0.015540121589964701 0.0099232446601880461 0.0039029189897088431
leaf_weight=22 21 26 22 21 20 70 22 77 152 71 34 21 20 24 167 48 32 36 226 1384 90 20 85 42 108 46 36 21 119 38
leaf_count=22 21 26 22 21 20 70 22 77 152 71 34 21 20 24 167 48 32 36 226 1384 90 20 85 42 108 46 36 21 119 38
internal_value=0 0.00595569 0.0105182 0.00461931 0.00542561 0.00856795 0.0105863 0.00151752 0.00989927 0.00493791 0.00565837 0.00959892 0.00976989 0.0137512 0.00950204 0.00969509 0.00849106 0.0107693 0.00505314 0.0110135 0.00925332 0.00852959 0.0102579 0.0109406 0.00799752 0.00867989 0.0110368 0.0109484 0.00930067 0.0084661
internal_weight=0 718 2403 475 377 243 2381 98 173 357 286 719 698 44 654 632 298 334 252 1662 266 218 298 1640 198 131 1598 1562 178 157
internal_count=3121 718 2403 475 377 243 2381 98 173 357 286 719 698 44 654 632 298 334 252 1662 266 218 298 1640 198 131 1598 1562 178 157
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=31
num_cat=0
split_feature=1 52 3 0 160 148 123 51 149 47 132 10 3 12 12 159 3 4 15 3 42 158 4 52 3 4 403 48 52 4
split_gain=0.932142 0.210565 0.140327 0.110979 0.107137 0.0959996 0.102365 0.110133 0.104375 0.101299 0.0939343 0.0917199 0.0732148 0.0705105 0.0760869 0.0647739 0.0611388 0.0725739 0.103251 0.104456 0.057301 0.0649068 0.0696681 0.064912 0.0619839 0.0640493 0.0668453 0.059135 0.10083 0.0771926
threshold=0.10337500000000001 -0.42635499999999998 0.31370500000000007 0.22582000000000002 -0.24498999999999996 -0.098399999999999974 0.085740000000000011 0.11144500000000002 0.077335000000000015 0.10648500000000001 0.10613500000000002 -0.086389999999999981 0.42240500000000009 0.11734000000000001 0.10742000000000002 0.11208000000000001 0.090900000000000009 -0.059649999999999988 -0.037864999999999989 0.097915000000000016 0.11457500000000002 0.07968500000000002 0.033845000000000007 0.11639500000000001 -0.081054999999999974 -0.078439999999999996 -0.072624999999999981 0.090720000000000009 0.13140000000000004 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 11 -3 -6 7 8 9 13 12 -1 -4 14 15 -7 20 -18 19 -19 21 22 27 -23 -22 -26 -27 29 -29 -13
right_child=1 2 10 -5 5 6 -8 -9 -10 -11 -12 16 -14 -15 -16 -17 17 18 -20 -21 24 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0027867041574791075 0.01012939873766211 0.01192738558165729 0.0014996791237665873 0.0022286163376910345 -0.0017003846401348712 0.0034424708240574707 0.0029122827851790051 0.010910512220156803 0.012062707305987082 0.0085227823435244238 0.0065632073504205517 0.013487457982190545 -0.005424067170713984 0.008879353499246968 -0.0019761773555175117 0.0093516627925315076 0.0097353056192386097 0.0025903703179210426 -0.00090895749628543869 0.012575752863829788 0.011034153426147025 0.011929574120071076 0.0078925480295797407 0.0064513748880320534 0.0015500904433429243 0.011429257355065961 0.0059170681884455865 0.0092812407892197378 0.0029100291971718116 0.0099093861695359869
leaf_weight=20 82 24 56 21 20 159 126 44 23 66 26 63 21 27 23 21 68 20 20 22 46 219 201 24 20 33 66 125 31 1404
leaf_count=20 82 24 56 21 20 159 126 44 23 66 26 63 21 27 23 21 68 20 20 22 46 219 201 24 20 33 66 125 31 1404
internal_value=0 0.00536012 0.00474521 0.0094664 0.00539819 0.00509033 0.00536807 0.00622049 0.00557359 0.00506936 0.00136621 0.00953021 -0.000388615 0.00407838 0.00343983 0.00413188 0.00958731 0.0074792 0.00500476 0.00782081 0.00971009 0.00985325 0.00964872 0.0113885 0.00791676 0.00671171 0.00775446 0.00986621 0.00801517 0.010063
internal_weight=0 718 636 2403 533 509 489 363 319 296 103 2382 77 230 203 180 2362 130 62 42 2232 2067 1824 243 165 119 99 1623 156 1467
internal_count=3121 718 636 2403 533 509 489 363 319 296 103 2382 77 230 203 180 2362 130 62 42 2232 2067 1824 243 165 119 99 1623 156 1467
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=31
num_cat=0
split_feature=1 12 44 2 2 4 51 10 0 2 16 15 34 2 10 97 12 41 4 133 12 133 4 4 39 3 14 3 4 0
split_gain=0.776802 0.195924 0.122461 0.109088 0.106251 0.140188 0.095187 0.0825258 0.0874736 0.0789737 0.0748781 0.127906 0.07308 0.0903876 0.0939162 0.0745025 0.0692189 0.0917373 0.0719074 0.070383 0.081625 0.0685076 0.0655603 0.0652386 0.0651272 0.0742389 0.0772268 0.0632134 0.0704867 0.0598502
threshold=0.11829500000000003 0.078300000000000008 0.081805000000000017 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.090560000000000015 -0.079859999999999987 -0.05208999999999999 0.086100000000000024 -0.0087049999999999992 -0.026084999999999994 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -0.079444999999999988 0.092550000000000007 0.077565000000000009 -0.059649999999999988 -0.054584999999999995 0.099100000000000008 -1.0000000180025095e-35 -0.50262499999999988 -0.15764999999999998 0.10484500000000001 0.149315 -0.072219999999999993 0.13524500000000003 0.26450500000000005 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 29 -6 9 8 -2 -7 27 -12 15 14 -14 -9 22 18 19 20 -18 -15 -3 -24 25 26 -23 28 -5 -1
right_child=7 16 -4 10 5 6 -8 12 -10 -11 11 -13 13 21 -16 -17 17 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0081863352629755227 0.0028127556625644075 0.013983943530022065 0.013163642782105687 0.011579821946529243 0.010839730525506778 0.011125610424922064 3.2519411650441942e-05 0.0039412300805755276 -0.0055217704453389164 0.006025201817919215 0.0053271745781514898 -0.0036310462580461593 0.0090063922825957769 -0.0016499256971292198 0.0022243622947355798 -0.0043227874784497545 0.016059756219579741 0.0015704701612280173 0.0072171701397872436 0.0085871472590406481 0.0078734487472545533 0.012280056159943343 0.0043154925122006055 0.0091102333575553262 0.00012073744455295983 0.002375584616981773 0.0048351961708823707 0.0018297964862930322 0.0050124818131073636 0.0018247226430030423
leaf_weight=21 34 27 27 26 111 39 21 24 20 137 37 28 69 25 29 20 29 22 417 320 21 22 29 1322 33 51 38 28 44 50
leaf_count=21 34 27 27 26 111 39 21 24 20 137 37 28 69 25 29 20 29 22 417 320 21 22 29 1322 33 51 38 28 44 50
internal_value=0 0.0082437 0.0065907 0.00626326 0.00719365 0.00799755 0.00639611 0.00333444 -0.000274106 0.00715541 0.00409997 0.00146825 0.003961 0.00458329 0.00699947 0.000184858 0.00867376 0.00793952 0.00811756 0.00913233 0.0126215 0.00318219 0.00910482 0.00900731 0.0040211 0.00518066 0.00756498 0.0058455 0.00745178 0.00370633
internal_weight=0 2756 569 542 379 308 197 365 54 176 163 65 311 267 98 44 2187 809 787 370 50 169 1378 1351 144 111 60 98 70 71
internal_count=3121 2756 569 542 379 308 197 365 54 176 163 65 311 267 98 44 2187 809 787 370 50 169 1378 1351 144 111 60 98 70 71
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 14 1 2 2 1 15 1429 13 13 14 12 160 4 1 1 4 1 16 43 50 51 52
split_gain=50.3832 7.1582 4.69015 4.081 3.23698 2.65912 2.26137 1.66431 1.61405 1.52681 1.27144 0.950609 0.548029 0.537322 0.511422 0.506805 0.477428 0.444274 0.362693 0.352692 0.332642 0.402882 0.314998 0.309162 0.303779 0.261261 0.246767 0.245587 0.430182 0.231822
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.091265000000000013 0.17025000000000004 0.080270000000000022 -0.084564999999999987 0.084690000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097795000000000007 0.096475000000000019 -1.0000000180025095e-35 -0.013514999999999998 0.086920000000000011 0.15799000000000005 -0.036839999999999991 0.12337000000000002 -0.42170999999999997 0.064745000000000011 0.083090000000000011 0.0053700000000000006 0.31359500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 9 15 6 8 18 10 13 12 16 29 -1 27 24 -4 -10 -6 -17 26 -22 -13 -2 -3 -21 -12 28 -14 -5
right_child=1 2 11 5 7 -7 -8 -9 17 -11 20 22 14 -15 -16 19 -18 -19 -20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012384885266592382 0.0012580090469005061 0.00051681997236090226 0.00026229159516119729 0.0012935532314312214 0.0012354561359765785 0.0005972829078454777 0.00074712896495504741 0.00055890633099306246 0.001574250997281542 0.00067091936578497215 0.0012173874075568671 0.00015561219666111454 0.0012079100542408264 0.00091087006710473468 0.00091513116277900394 0.00079315800042379465 0.00052866222160198595 0.0012412369220207134 0.00096446261885650654 0.00064760130919924545 0.0011309310622006276 0.00087147455063520693 -0.00016207024455070496 0.00098727178193774878 0.0003473769295095578 0.00041981027786866488 0.0010909273479872408 0.0012634618373400168 0.00096007984869092566 0.001121061067653562
leaf_weight=38 50 131 86 889 29 26 37 37 67 69 337 28 205 39 22 35 37 20 55 49 289 25 21 24 59 32 72 251 31 31
leaf_count=38 50 131 86 889 29 26 37 37 67 69 337 28 205 39 22 35 37 20 55 49 289 25 21 24 59 32 72 251 31 31
internal_value=0 0.000594866 0.00052379 0.00120063 0.000633908 0.0012208 0.00122792 0.000905398 0.00123586 0.000882739 0.00122528 0.000250414 0.00125918 0.00107255 0.00120756 0.000526554 0.000342419 0.0014977 0.00105802 0.00062868 0.00115827 0.00111027 1.94626e-05 0.0011702 0.000464203 0.00055761 0.00119513 0.00122077 0.00117536 0.00128774
internal_weight=0 673 599 2448 427 2302 2276 121 2239 146 2152 172 1429 77 509 306 123 87 84 116 723 314 49 74 190 81 409 487 236 920
internal_count=3121 673 599 2448 427 2302 2276 121 2239 146 2152 172 1429 77 509 306 123 87 84 116 723 314 49 74 190 81 409 487 236 920
is_linear=0
shrinkage=0.00196078


Tree=5570
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 42 1 2 3 2 2 2 4 1 1 16 0 2 2 0 43 131 2 39 2 4
split_gain=20.4459 3.38707 2.09314 1.46627 1.02297 0.769455 0.748178 0.704506 0.576973 0.468786 0.415888 0.652244 0.52202 0.388116 0.425514 0.369776 0.255564 0.395489 0.25238 0.237767 0.238543 0.184118 0.253026 0.212479 0.176291 0.173685 0.286884 0.164488 0.197567 0.163027
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.095545000000000005 0.12958500000000003 0.27834500000000006 0.062655000000000016 0.14122000000000004 -0.0060199999999999993 0.080270000000000022 0.089775000000000008 -0.12711499999999995 0.13754500000000003 -1.0000000180025095e-35 0.12358500000000001 -0.013125 0.093100000000000002 0.14089500000000002 -0.080509999999999984 0.14486500000000005 0.10855000000000002 -1.0000000180025095e-35 -0.14454499999999995 0.057265000000000003 0.08844500000000001 0.31358000000000003 0.084780000000000008 -0.0050599999999999994 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 7 13 29 10 16 -5 -1 12 -12 14 -3 -16 19 -18 -7 -6 24 22 -2 -24 -21 26 -15 -11 -29 -4
right_child=1 5 6 9 8 18 -8 -9 -10 27 11 -13 -14 25 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00094912162742222738 0.00047057270863544817 0.00028634758575866098 0.00093896549366156393 0.00091450573003281461 0.0010897648075352544 0.00070179229762160837 0.0005582639437233766 0.0011287193355106172 0.00061721631580993134 0.00045075630157779444 0.00061031345131934856 0.00059151708563210585 0.00091265017033019297 0.00025277328468440688 0.00071223081884749643 0.0003928037351059801 0.00084084300091332722 0.00059797266665707568 0.00041547883731112175 0.0009264480566947605 0.00071077132049728845 0.00047550690946882398 0.00056798393089397279 0.00082548684747673826 0.00078512656879675896 0.00039718624601578885 -1.2289129434993455e-05 0.00051206556080762508 0.00076036870229144048 0.00079760710770221106
leaf_weight=1139 39 72 73 22 23 29 36 70 41 23 23 28 484 73 22 38 232 29 20 197 28 144 28 22 41 20 20 22 28 55
leaf_count=1139 39 72 73 22 23 29 36 70 41 23 23 28 484 73 22 38 232 29 20 197 28 144 28 22 41 20 20 22 28 55
internal_value=0 0.000520151 0.000638287 0.000902393 0.000912108 0.000360628 0.00080799 0.000935999 0.000841606 0.000663603 0.00092794 0.000882846 0.000898935 0.000315768 0.000387975 0.000509927 0.000858334 0.000813857 0.00058493 0.0008985 0.000881963 0.000518839 0.000588951 0.000681285 0.000902103 0.000231419 0.000195771 0.000587989 0.000651115 0.000878226
internal_weight=0 691 397 2430 2335 294 164 1744 591 95 1674 535 507 245 132 60 550 261 49 289 266 233 89 50 238 113 93 73 50 128
internal_count=3121 691 397 2430 2335 294 164 1744 591 95 1674 535 507 245 132 60 550 261 49 289 266 233 89 50 238 113 93 73 50 128
is_linear=0
shrinkage=0.00196078


Tree=5571
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 47 14 42 2 2 4 1 16 16 12 4 39 14 0 47 0 11 3 1 2 160 132 4
split_gain=43.732 6.61245 4.64241 3.58447 2.11453 1.69155 1.66798 1.48521 1.29361 1.05494 1.02306 0.95007 0.714707 0.604859 0.529575 0.387311 0.381684 0.359785 0.346387 0.344525 0.332407 0.318341 0.317869 0.501278 0.392917 0.313889 0.298944 0.282937 0.272125 0.268786
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.27834500000000006 0.12958500000000003 0.062655000000000016 -0.076394999999999977 0.091265000000000013 0.14285500000000004 0.27834500000000006 0.087135000000000004 0.10246000000000001 -0.040964999999999994 0.08401500000000002 -0.0019149999999999998 0.08456000000000001 0.096015000000000017 -0.026509999999999995 0.10350500000000001 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.16175000000000003 -0.0091949999999999983 -0.067824999999999983 0.08696000000000001 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 5 8 21 11 10 -5 13 12 -3 -1 28 -9 17 -15 -11 -10 -6 -4 23 24 -12 -13 -20 -14 -2 -26
right_child=1 7 6 9 20 -7 -8 15 19 18 22 25 27 16 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0013245588294065482 0.000671885339538288 0.00071085163668593041 0.0013072154563135352 0.0012683207609183759 0.0010340052538961436 0.00075459496842490302 0.0007312761798002591 0.00059742755863977516 0.0015935229013603011 0.0005576008845583286 0.0009742741115620824 0.00030676941427001416 0.00060084379720362657 0.00087743725992885286 0.00098038379018487156 0.00095350081040189156 0.0012608080865914415 0.0011969643111934627 0.00066968586181058269 0.0013162041324178621 0.0007065231977859414 0.0011029688213385787 0.0009660607050446903 0.00139317267055687 0.0012471507565972593 3.5945223826988067e-05 0.00096723378271792592 0.0003537297251267457 0.00044996571617529673 0.0011665498967899832
leaf_weight=1032 185 43 71 21 22 24 34 23 61 21 28 76 23 20 20 24 350 42 21 24 26 50 20 57 360 21 34 79 24 285
leaf_count=1032 185 43 71 21 22 24 34 23 61 21 28 76 23 20 20 24 350 42 21 24 26 50 20 57 360 21 34 79 24 285
internal_value=0 0.000684331 0.000852942 0.0012487 0.00126394 0.00127243 0.00111499 0.000460294 0.00127788 0.000879317 0.00126869 0.000398347 0.000498832 0.0012992 0.00067557 0.000779252 0.00123569 0.00109389 0.000771829 0.00151522 0.000856619 0.00122282 0.00120994 0.00121662 0.00120167 0.000248137 0.000853625 0.000409452 0.000646402 0.00121154
internal_weight=0 673 384 2448 2351 2303 155 289 2279 97 2194 242 145 1444 229 47 412 62 76 85 48 121 750 730 673 97 55 102 209 645
internal_count=3121 673 384 2448 2351 2303 155 289 2279 97 2194 242 145 1444 229 47 412 62 76 85 48 121 750 730 673 97 55 102 209 645
is_linear=0
shrinkage=0.00196078


Tree=5572
num_leaves=31
num_cat=0
split_feature=1 1 1 12 150 14 12 12 150 3 15 160 4 2 42 43 4 49 0 16 15 49 3 158 159 4 156 0 2 51
split_gain=1.09909 0.160367 0.146212 0.14285 0.122629 0.100961 0.0993615 0.0989957 0.0897834 0.0895289 0.190042 0.152743 0.0851718 0.0813101 0.0782721 0.0766976 0.0766902 0.0723905 0.0950283 0.079182 0.0781386 0.0676368 0.066743 0.0645768 0.124909 0.0571823 0.110293 0.0658709 0.0746194 0.051516
threshold=0.10920500000000001 0.13707500000000003 0.093890000000000015 0.085055000000000006 1.0000000180025095e-35 0.062655000000000016 0.092465000000000006 -0.010834999999999999 0.085210000000000022 -0.12018999999999998 0.040760000000000005 -0.020569999999999995 0.010840000000000001 0.091265000000000013 0.075730000000000006 -0.079914999999999986 0.36766000000000004 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.43375999999999998 0.0093850000000000027 0.090900000000000009 0.11817500000000002 0.11389500000000001 0.51388000000000011 0.096630000000000008 -0.22491999999999998 0.11362000000000001 -0.18912999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 9 -5 21 -6 10 11 -1 -10 23 -13 -2 -8 -3 19 -19 -20 -4 -15 24 -11 26 27 -17 -29 -9
right_child=1 17 4 6 8 -7 16 29 12 13 -12 14 -14 22 -16 25 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0005984620166648376 0.0015745287189227446 -0.0018489981550843485 0.008455619051121176 0.015128974583543217 0.00049557584404413195 0.013764125916973822 0.0091091288230381907 0.014945482639595867 0.011045182670932263 0.010904412630054577 0.015603010510296925 0.0053473300283907784 0.0042648136509921058 0.0097463617283229196 0.013129853928209437 0.00027815584558993578 0.0031959211493938649 0.0032252787698424708 0.0054664900968782607 0.0098288740706630046 -0.0022915936241908051 0.00065349872049409903 0.0053248861183722816 0.016000712825916707 0.0036194251384586099 0.0022730446077491111 0.013532121684402227 0.010427837809273865 0.0048457995450905999 0.0096613051338236746
leaf_weight=38 57 31 25 21 28 84 90 20 32 1218 23 28 44 661 24 20 29 46 20 30 37 20 36 24 24 38 20 34 81 238
leaf_count=38 57 31 25 21 28 84 90 20 32 1218 23 28 44 661 24 20 29 46 20 30 37 20 36 24 24 38 20 34 81 238
internal_value=0 0.00512644 0.0100377 0.00622974 0.0082991 0.0103653 0.00878723 0.00931604 0.00533629 0.0102278 0.00749073 0.00541759 0.00711971 0.0103854 0.00893926 0.00479754 0.0076681 0.00250275 0.00351707 0.00583196 0.000430541 0.00498801 0.00951799 0.0108629 0.0107636 0.00574942 0.00660169 0.00557496 0.00649614 0.0100709
internal_weight=0 554 2567 390 407 2160 140 303 104 2076 113 90 76 1963 52 250 119 164 133 76 57 45 697 1266 1242 193 155 135 115 258
internal_count=3121 554 2567 390 407 2160 140 303 104 2076 113 90 76 1963 52 250 119 164 133 76 57 45 697 1266 1242 193 155 135 115 258
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=31
num_cat=0
split_feature=1 12 1 474 150 157 10 4 10 0 49 15 0 483 1 42 13 1213 402 42 16 48 483 160 42 51 13 4 3 147
split_gain=0.89585 0.228981 0.127172 0.0908455 0.0982974 0.0954245 0.0868962 0.0834267 0.0804693 0.0757863 0.0782829 0.10361 0.0752058 0.0763732 0.0871057 0.121474 0.0914856 0.0861995 0.0824861 0.100593 0.0833509 0.0742487 0.0905649 0.0941817 0.0784379 0.0682541 0.0761963 0.103071 0.103542 0.0746074
threshold=0.11829500000000003 0.078300000000000008 0.10124500000000002 0.086280000000000009 0.09487000000000001 -0.080544999999999992 -0.079859999999999987 0.053180000000000012 -0.38851999999999992 0.056435000000000006 0.09858500000000002 -0.14601999999999996 -0.085669999999999982 0.097880000000000009 0.08592000000000001 0.084755000000000011 -0.096404999999999991 0.104315 -0.0063199999999999992 0.086665000000000006 0.0047850000000000011 0.092475000000000016 0.10357500000000001 -0.54784999999999984 0.086555000000000007 -0.40274499999999996 0.19762500000000002 -0.033174999999999989 -0.13309499999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -5 8 12 -2 10 11 -1 13 14 16 -16 -3 18 -18 20 -20 22 23 -14 -23 -8 27 -27 -29 -30
right_child=6 7 -4 5 -6 -7 25 -9 -10 -11 -12 -13 21 -15 15 -17 17 -19 19 -21 -22 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.017733642794191838 0.0028517142307999382 0.014232138950665968 0.005270510672382986 -0.0010442427149973811 0.0031615059891784633 0.0087243034783750766 0.0093597620483099799 0.0077123654741423691 -0.0051421642117202284 0.0051462912737458419 0.0058399204604534646 0.010146740143391071 0.01541053204653928 0.014855420115762517 0.002088128880908092 0.0099987182495268907 0.014407405371700103 0.0044588647484779358 0.011390358026785015 0.0070180651889685756 0.0054667642340064052 0.0091430175926207613 0.0046774834604570419 0.0093231296309672015 0.0021879807054515808 0.0090049702101028892 -0.0021450001979246738 0.0098039041900926313 0.0034550322304236214 -0.0022776064830115779
leaf_weight=20 34 63 231 20 27 20 24 278 20 35 36 180 26 37 30 55 48 25 275 87 26 34 41 1131 31 39 20 23 179 26
leaf_count=20 34 63 231 20 27 20 24 278 20 35 36 180 26 37 30 55 48 25 275 87 26 34 41 1131 31 39 20 23 179 26
internal_value=0 0.00886592 0.0070789 0.00831481 0.00891545 0.00384003 0.00359388 0.00933085 -0.000108981 0.00948872 0.0101327 0.0109054 0.00956654 0.0104442 0.0101762 0.00720675 0.0106578 0.0101694 0.0104968 0.010013 0.0108787 0.00911766 0.00929625 0.00945993 0.005826 0.00423682 0.00380842 0.00425437 0.00344177 0.00272797
internal_weight=0 2756 569 338 298 40 365 2187 54 271 236 200 1909 646 609 85 524 461 436 388 301 1263 1198 1157 65 311 287 267 228 205
internal_count=3121 2756 569 338 298 40 365 2187 54 271 236 200 1909 646 609 85 524 461 436 388 301 1263 1198 1157 65 311 287 267 228 205
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=31
num_cat=0
split_feature=1 2 9 0 2 44 4 13 14 2 151 0 4 0 3 12 48 48 12 51 50 2 3 1 48 3 1 13 157 475
split_gain=0.725638 0.190069 0.121297 0.110431 0.11296 0.108028 0.101258 0.0922664 0.0848733 0.0839755 0.147485 0.086936 0.158605 0.0853543 0.0720636 0.108103 0.0686189 0.0884348 0.0670306 0.0737856 0.070054 0.063392 0.0595489 0.0807899 0.0575717 0.0539034 0.0535708 0.0503875 0.0486282 0.0555571
threshold=0.11829500000000003 0.10045500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.15361500000000003 1.0000000180025095e-35 0.42642000000000008 -0.13710499999999998 0.054835000000000009 -0.090999999999999984 -1.0000000180025095e-35 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.31370500000000007 -0.42850999999999995 -0.065739999999999979 0.078735000000000013 0.087695000000000009 0.045645000000000005 0.086105000000000015 0.089885000000000007 0.076840000000000006 0.13075500000000004 0.087695000000000009 -0.013929999999999998 0.083345000000000016 -0.52014499999999986 -0.077849999999999989 -0.082549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 8 16 -5 9 10 -4 12 13 -11 22 -16 -3 -18 19 -13 -21 -14 23 24 -2 -25 -23 -17 -20 -30
right_child=14 3 5 4 -6 -7 -8 -9 -10 11 -12 18 21 -15 15 27 17 -19 28 20 -22 26 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0030655008303455827 0.0066963481776377495 0.0077810299462349776 -0.00048813916676278626 0.0026443678020898788 0.00025931474837389862 0.015872322369832544 0.010826219152659178 0.0079772761430118612 0.011560670383610265 0.0050963530830124386 0.010598088146763898 0.0090472107929063413 0.012929428075082029 -0.0029449370530941947 0.0052261961425435453 0.0010774685348483868 -0.0025619222017537273 0.0038484589030255154 0.0056912405159658735 0.017345357278273219 0.010212855720892549 0.0094654265150893487 0.0067658240283508938 0.0030580763412463305 0.00097731167410054927 -0.0014620363794653336 0.0028271831152960661 -0.0049217854655580597 0.012454211832054201 0.008145193148473397
leaf_weight=41 75 29 28 35 22 20 21 444 86 33 21 726 26 22 34 28 28 93 78 21 40 31 62 74 23 41 20 28 31 860
leaf_count=41 75 29 28 35 22 20 21 444 86 33 21 726 26 22 34 28 28 93 78 21 40 31 62 74 23 41 20 28 31 860
internal_value=0 0.00797932 0.0084509 0.00651688 0.00726581 0.00855898 0.00432265 0.00758761 0.00848667 0.00835019 0.0042631 0.00845627 0.00598127 0.00187984 0.00323449 0.000778331 0.00341215 0.00236506 0.00864232 0.00932788 0.0126683 0.00891087 0.00403833 0.00324441 0.00535413 0.00144656 0.00686219 -0.00192216 0.00808551 0.00829511
internal_weight=0 2756 2084 672 501 2043 171 479 2023 1937 49 1888 132 55 365 90 150 121 1756 787 61 77 275 213 98 115 51 56 969 891
internal_count=3121 2756 2084 672 501 2043 171 479 2023 1937 49 1888 132 55 365 90 150 121 1756 787 61 77 275 213 98 115 51 56 969 891
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=31
num_cat=0
split_feature=4 3 9 149 40 2 44 48 4 3 0 51 160 16 42 52 1210 1213 160 484 1429 159 156 0 1 3 49 150 1177 1447
split_gain=0.616215 0.213405 0.160482 0.150985 0.0975162 0.0953085 0.0921962 0.0910219 0.0795412 0.0990528 0.0933905 0.0780535 0.0734422 0.0724091 0.0820729 0.0659477 0.0666472 0.0789732 0.0611305 0.0864171 0.0529838 0.0544982 0.0805916 0.0553797 0.172592 0.125655 0.0804092 0.0643411 0.0506373 0.0503337
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.051255000000000002 0.25063000000000007 0.081805000000000017 0.14871000000000004 -0.082249999999999976 0.11296500000000002 -0.019414999999999998 -0.20636999999999997 0.079055000000000014 -0.088704999999999992 0.083795000000000022 0.11277500000000001 -0.078184999999999991 -0.081599999999999992 -1.0000000180025095e-35 0.096415000000000015 0.11023000000000001 -0.0060149999999999986 0.087120000000000017 -0.13027499999999997 0.083135000000000014 -0.022174999999999997 -0.061079999999999988 -0.091839999999999991 -0.047249999999999993 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 6 18 7 8 11 10 20 -4 -1 14 -13 16 17 -15 19 -2 21 22 -10 24 -23 -26 -27 -25 -29 -18
right_child=3 -3 4 -5 -6 -7 -8 -9 9 -11 -12 13 -14 15 -16 -17 29 -19 -20 -21 -22 23 -24 27 25 26 -28 28 -30 -31
leaf_value=-0.0015562394433173126 0.0066166862685566961 0.0019214748282295963 0.01440408504346297 0.0097860692850580185 0.0019476800574921072 -0.0042224467816677968 0.012391404914179524 0.00070959899574518214 0.0081128703970013479 0.0008911817171610892 0.0015983092907719829 0.0088457664927243714 0.0063206876457843472 0.0081621677644791151 0.014917349851419848 0.0037836849068601931 0.01226892248087097 0.00060806337557733068 0.0016533334440100589 -0.00027279303222894669 0.0030020273901754991 0.011145825563250361 0.01424527966781803 0.012953234137967229 -0.0035132523033429282 0.0078658596964346055 0.0017037987057119609 0.011605560385550445 0.0071470407138743419 0.0081579838814971935
leaf_weight=29 67 75 21 28 32 22 38 20 314 25 29 79 20 31 31 39 32 25 210 25 28 37 23 20 22 45 40 26 1258 430
leaf_count=29 67 75 21 28 32 22 38 20 314 25 29 79 20 31 31 39 32 25 210 25 28 37 23 20 22 45 40 26 1258 430
internal_value=0 0.00718297 0.00732944 0.00274095 0.00743449 0.00213211 0.00750169 0.00742953 0.00748213 0.00714343 0.00722828 0.00840126 0.00165883 0.00821227 0.0105568 0.00774925 0.00804781 0.0047898 0.00259503 0.00474455 0.00731834 0.00738604 0.0085314 0.00711948 0.00525847 0.00322265 0.00496607 0.00732499 0.00723732 0.00844272
internal_weight=0 2769 2694 352 2645 324 2613 2575 2555 1867 1842 688 49 667 110 557 518 56 302 92 1813 1785 337 1448 144 107 85 1304 1284 462
internal_count=3121 2769 2694 352 2645 324 2613 2575 2555 1867 1842 688 49 667 110 557 518 56 302 92 1813 1785 337 1448 144 107 85 1304 1284 462
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 2 1 0 4 457 12 4 47 15 47 4 157 13 1 0 4 2 16 14
split_gain=45.8339 7.0796 4.56427 3.7904 2.89608 2.05486 1.37444 1.35881 1.15373 1.09333 0.987044 0.951884 0.737785 0.680682 0.567375 0.562369 0.529361 0.458072 0.389001 0.35954 0.343075 0.291979 0.283512 0.27875 0.277094 0.350757 0.272522 0.269842 0.262391 0.250223
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.09253500000000002 0.14753000000000002 0.089770000000000016 -0.095504999999999993 0.27834500000000006 0.080930000000000016 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -0.41942499999999994 0.08265500000000002 -0.036839999999999991 -0.069619999999999987 0.049530000000000012 0.083345000000000016 -0.030209999999999997 -0.14723499999999998 0.088930000000000023 0.19444000000000003 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 18 7 11 12 -6 15 -5 14 16 20 -4 24 17 -1 -3 -13 -14 -2 -18 -15 25 -7 -26 -19 -24 -16
right_child=1 2 6 10 8 9 -8 -9 -10 -11 -12 19 13 23 29 -17 22 27 -20 -21 -22 -23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0015569399570823778 0.0012856602949254652 0.00055637942758438432 0.00061260326492700587 0.0010953289088218407 0.001126505196657396 0.0011441263303620117 0.00074002872701334709 0.0015011682133723146 0.00066788494556509193 0.00079574997433060838 0.00068078145426528455 0.00032029018175843007 0.00081961712011199145 0.0012215423431171841 0.00051855290965998875 0.00081160567043458715 0.00096853969255192719 0.0012875217889517497 0.00078692439449945517 5.8889578670552148e-05 0.0011250346472000824 0.0010225543301869062 0.0012220246399476261 0.0010420383847107415 0.001328342759885465 0.00092059833600240603 0.001077929414881795 0.0012153571324771554 0.0010350266316284736 0.00029295664826437987
leaf_weight=22 50 191 40 34 71 269 34 79 30 41 63 32 31 226 24 20 21 886 33 55 26 24 293 39 55 30 24 257 32 89
leaf_count=22 50 191 40 34 71 269 34 79 30 41 63 32 31 226 24 20 21 886 33 55 26 24 293 39 55 30 24 257 32 89
internal_value=0 0.00062816 0.000557474 0.00120593 0.000714632 0.0012216 0.000371065 0.00124938 0.000990281 0.00110063 0.000826087 0.000318795 0.00123853 0.00115331 0.000411912 0.00113203 0.00125669 0.00127669 0.000590344 0.000155037 0.00095893 0.00120033 0.00118935 0.00119512 0.00114899 0.0011217 0.00125227 0.0012713 0.00120361 0.000340871
internal_weight=0 673 599 2448 325 2351 274 1912 101 439 97 240 1833 322 153 398 1511 1165 224 87 57 74 346 265 378 299 79 1143 325 113
internal_count=3121 673 599 2448 325 2351 274 1912 101 439 97 240 1833 322 153 398 1511 1165 224 87 57 74 346 265 378 299 79 1143 325 113
is_linear=0
shrinkage=0.00196078


Tree=5577
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 10 44 147 14 0 157 4 48 52 3 42 4 42 2 4 130 12 4 1208 3 12 1 52 159 151
split_gain=0.643939 0.217667 0.158488 0.126018 0.110581 0.087378 0.0799916 0.081121 0.0816273 0.103034 0.218043 0.143517 0.0720075 0.0849691 0.0647973 0.0616884 0.0608018 0.0574552 0.069797 0.081273 0.0811806 0.0808606 0.0777592 0.0604352 0.0527351 0.0571686 0.0503174 0.0526378 0.0492154 0.0476369
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 -0.079859999999999987 0.081805000000000017 0.090635000000000007 0.062655000000000016 -0.10836499999999999 -0.067349999999999979 0.0033150000000000007 0.093265000000000015 0.13140000000000004 -0.022174999999999997 0.086665000000000006 -0.010655 0.11457500000000002 0.12992500000000004 0.042705000000000007 0.09721500000000001 -0.086254999999999984 -0.51843499999999987 0.099975000000000008 -0.03694999999999999 0.083370000000000014 0.11910500000000002 0.039215000000000007 0.082105000000000025 0.095500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -2 7 8 9 10 -6 14 17 24 -12 -13 -9 18 19 21 -21 -11 -23 -19 25 -14 27 -7 -3 -24
right_child=3 28 -4 -5 6 26 -8 16 -10 12 11 15 13 -15 -16 -17 -18 23 -20 20 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028438696708083929 -0.0021552034426862614 0.0045951464968598697 -0.00073642460123190417 0.0092766908213629245 -0.0030469236393960621 0.0031925216943491253 0.012242072962812689 0.007050795461982489 0.010598617740243333 0.0032942049932898954 -0.0013659435812206496 0.010244493462166495 0.012621421776711942 0.0013002369002523748 0.0050611088093700674 0.0054233061027173938 -0.00074675630545243624 0.0050640942019288294 0.013717104041610251 0.0067937324316758411 4.9795729573816061e-05 0.012840700578434686 0.0083429503590040609 0.0096779368199743157 0.0026026991234781843 0.0067967173991296181 0.0016574489968156235 0.0078522522264393053 -0.00052860853941859428 0.0045036514750046823
leaf_weight=48 39 38 23 28 26 100 38 20 93 32 21 88 20 33 62 38 20 122 22 166 20 38 1563 37 24 107 153 32 37 33
leaf_count=48 39 38 23 28 26 100 38 20 93 32 21 88 20 33 62 38 20 122 22 166 20 38 1563 37 24 107 153 32 37 33
internal_value=0 0.00738121 0.00752914 0.00284036 0.00760031 0.00228414 0.00768736 0.0076204 0.00769063 0.00758034 0.0055893 0.00666366 0.00779138 0.00589701 0.00343499 0.00879048 0.00315202 0.00796284 0.00811769 0.00805117 0.00606858 0.00827252 0.00837001 0.00613776 0.0069016 0.00771399 0.00289163 0.00432215 0.00206743 0.00826357
internal_weight=0 2769 2694 352 2671 324 2623 2585 2545 2452 235 209 2217 184 83 126 40 2033 1874 1852 186 1666 1634 159 151 127 285 132 75 1596
internal_count=3121 2769 2694 352 2671 324 2623 2585 2545 2452 235 209 2217 184 83 126 40 2033 1874 1852 186 1666 1634 159 151 127 285 132 75 1596
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=31
num_cat=0
split_feature=1 4 123 457 2 51 1 0 0 133 52 49 16 9 149 51 13 12 128 13 13 131 133 40 403 1210 13 403 12 399
split_gain=0.52589 0.130479 0.110108 0.0901388 0.0896011 0.0801824 0.095438 0.0704269 0.106415 0.0712064 0.0793398 0.0628812 0.0545582 0.0708274 0.0684876 0.06413 0.14451 0.110825 0.0660067 0.0584943 0.0724164 0.093678 0.0721025 0.061325 0.0580532 0.0997088 0.0570444 0.0738359 0.0793358 0.0618992
threshold=0.11690500000000002 0.27044500000000005 0.084475000000000008 0.31508000000000008 0.15361500000000003 -0.40274499999999996 0.16773500000000005 -0.14832499999999996 -0.13027499999999997 -1.0000000180025095e-35 -0.090859999999999982 1.0000000180025095e-35 -0.083539999999999989 -1.0000000180025095e-35 0.079000000000000015 0.089005000000000015 -0.047864999999999991 0.093965000000000007 0.11170500000000001 -0.008624999999999999 -0.07743499999999999 0.096610000000000015 0.12330000000000001 -0.0095299999999999985 -0.53960999999999981 -1.0000000180025095e-35 0.0015850000000000003 0.090990000000000015 0.085635000000000003 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 7 -2 -7 -1 9 -9 -11 -3 -10 -14 15 18 -17 -18 19 20 22 24 -15 -21 -22 -26 29 28 -28 -25
right_child=5 2 -4 -5 -6 6 -8 8 12 10 -12 -13 13 14 -16 16 17 -19 -20 23 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0089525609958644326 0.0079990914117337927 0.0033340590426611696 -0.0031294150918256495 0.00086065932363271714 0.00038934335822150823 0.0027529458479670387 -0.0041929487249858328 -0.0017501520318910482 0.0077335810994360599 0.010188769708786693 0.0029812286911432501 0.0081332331337034703 0.0016568868919161366 0.0069568794604612698 0.012271121387179434 0.0077764517498123929 -0.0030869724018679511 0.0049699768166694995 0.0022083469487248898 0.012074848040356301 0.0084465189426402125 0.0098072612813363477 0.012792899453250524 0.0095886589902841671 -0.0023458953891392978 0.004820700473225031 7.528698881201092e-05 0.01092756986098025 0.0065288892402682779 0.0043346237780777022
leaf_weight=164 27 86 20 25 21 341 21 20 637 21 56 40 28 561 22 71 31 38 30 32 38 42 22 163 21 257 21 34 205 26
leaf_count=164 27 86 20 25 21 341 21 20 637 21 56 40 28 561 22 71 31 38 30 32 38 42 22 163 21 257 21 34 205 26
internal_value=0 0.00667198 0.00376349 0.00683619 0.00689452 0.0027421 0.00235001 0.0069483 0.00680996 0.00356608 0.00494692 0.00485761 0.00694803 0.00664328 0.00672979 0.00665321 0.00460922 0.00135019 0.00685029 0.00694822 0.00648967 0.00537019 0.00717711 0.0078453 0.00478046 0.00427934 0.00754386 0.00658285 0.00592922 0.00886588
internal_weight=0 2732 146 2586 2561 389 362 2540 2376 97 77 126 2279 1642 1614 1592 140 69 1452 1422 941 358 583 481 316 278 449 260 226 189
internal_count=3121 2732 146 2586 2561 389 362 2540 2376 97 77 126 2279 1642 1614 1592 140 69 1452 1422 941 358 583 481 316 278 449 260 226 189
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=31
num_cat=0
split_feature=4 3 2 52 9 44 3 48 4 12 4 15 157 15 3 15 0 15 0 15 12 13 48 42 13 2 1446 3 13 16
split_gain=0.4287 0.15782 0.111442 0.0872314 0.0740735 0.0630383 0.0616551 0.0611395 0.0598715 0.05908 0.0769052 0.0912401 0.0493645 0.0490392 0.0714013 0.0610302 0.121212 0.0826028 0.143604 0.0704279 0.0686061 0.0715514 0.072047 0.0931166 0.0823995 0.0625574 0.0596571 0.056945 0.0520913 0.0598413
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 -1.0000000180025095e-35 0.081805000000000017 0.42240500000000009 0.14505500000000002 0.50500500000000004 -0.10022999999999999 0.40473500000000007 -0.46743999999999997 -0.49695999999999996 0.083195000000000005 -0.15447499999999995 -0.11713499999999999 -0.10836499999999999 -0.015039999999999998 -0.15202999999999997 -0.077219999999999983 0.09320500000000001 -0.088464999999999988 0.092150000000000024 0.092145000000000019 0.25761500000000009 0.086675000000000016 0.099545000000000008 -0.022174999999999997 -0.086919999999999983 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 7 9 12 -5 -2 -11 -12 -6 15 -15 -14 17 19 -19 27 21 25 23 24 28 -18 -22 -17 -23 -30
right_child=3 -3 -4 8 5 -7 -8 -9 -10 10 11 -13 13 14 -16 16 20 18 -20 -21 26 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022833751676444082 0.0070866305567324171 0.001434759860795394 -0.00081475830596426267 0.0082197181875484863 0.0099629272094794684 0.010290890866216568 -0.0035369584377369155 0.00093886042437092828 0.0030464369202109673 -0.0032098023010598076 0.0062797988731680176 0.0010142068881817212 0.0076947981781191445 0.011586725795320397 0.006556505744280218 -0.0014951368733106749 -6.6537938305530065e-05 0.0049736582843417469 -0.006587364493558805 0.0077566840752427068 0.0051346639482835058 0.009941377691575326 0.0028136402823119647 0.013805101986508818 0.00086213377389040852 0.0058639718756160657 -0.0004866178578231484 0.0042609857905464357 0.011894766038114374 0.0065693256389700531
leaf_weight=48 20 74 23 35 35 38 23 22 62 31 42 152 152 29 1047 23 29 22 21 42 337 58 42 20 22 46 20 68 22 516
leaf_count=48 20 74 23 35 35 38 23 22 62 31 42 152 152 29 1047 23 29 22 21 42 337 58 42 20 22 46 20 68 22 516
internal_value=0 0.00599046 0.00611616 0.00234345 0.00617611 0.00624768 0.00141339 0.00618796 0.00491308 0.00187812 0.00141514 0.00215418 0.00623323 0.00618135 0.00669208 0.00579972 0.00557608 0.00313764 -0.000672423 0.00436947 0.00596202 0.00650213 0.00682544 0.00708954 0.00687221 0.00357084 0.00481975 0.00280614 0.00709406 0.00678709
internal_weight=0 2756 2682 365 2659 2611 268 2573 97 245 225 194 2551 2516 1076 1440 1288 176 43 133 1112 755 680 638 618 75 357 91 596 538
internal_count=3121 2756 2682 365 2659 2611 268 2573 97 245 225 194 2551 2516 1076 1440 1288 176 43 133 1112 755 680 638 618 75 357 91 596 538
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=31
num_cat=0
split_feature=1 2 123 40 48 13 400 401 11 2 41 48 43 1424 3 4 34 2 12 1 97 10 123 14 151 401 50 16 157 157
split_gain=0.361193 0.102506 0.0755003 0.0699566 0.0698265 0.067907 0.0627021 0.0587058 0.0586144 0.0738001 0.0730684 0.0576368 0.0558188 0.0522185 0.0490027 0.048275 0.0475593 0.0814272 0.0691954 0.0820964 0.060008 0.0571607 0.0460714 0.0450597 0.0440857 0.0411676 0.0542286 0.0428822 0.0663773 0.101152
threshold=0.12000500000000001 0.10045500000000002 0.084995000000000015 0.0046150000000000002 0.13438000000000003 -0.23438999999999996 -0.070649999999999991 0.080710000000000018 0.079915000000000014 -0.0091949999999999983 0.083975000000000008 0.085700000000000012 -0.080419999999999978 1.0000000180025095e-35 -0.16726499999999997 -0.50427999999999995 -0.038779999999999995 0.11510000000000002 -0.42850999999999995 0.15799000000000005 -0.079444999999999988 0.09820000000000001 0.11679000000000002 -1.0000000180025095e-35 -0.15147499999999997 0.086285000000000014 -0.23848499999999997 0.0057500000000000008 -0.085154999999999995 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -7 15 9 12 14 -4 -1 25 -10 -8 20 21 -19 22 -2 -18 23 -20 -17 26 -11 -28 -29 -30
right_child=16 2 11 -5 -6 6 7 -9 10 13 -12 -13 -14 -15 -16 24 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00043679873033010581 0.0026193485595285893 0.0010715021580108442 -0.0016818640979805164 -0.0011645032931119205 -0.00081965573509002018 -0.00015610764850862327 0.0098780805511134023 0.0018148792597154778 0.0066958773030858969 0.010723773422650993 0.0032356021041050551 0.0044051921011746993 0.0055909731547887391 0.010834892778657377 0.012672340538462296 0.010193118860479446 0.0063051489736501353 0.0067786230379715574 0.0047655988168636603 -0.0054608505032956601 -0.0048540444388477646 0.0007923575834586071 -0.0027929101463245311 0.00081258940879943902 0.0053926187618873718 0.0071163538465515491 0.0057192609214637806 0.0083188787872419019 -0.0029882212961092596 0.0044068940235368111
leaf_weight=47 21 40 35 20 21 20 28 39 23 20 20 28 38 20 34 20 68 20 42 20 22 26 23 92 440 185 1405 38 20 246
leaf_count=47 21 40 35 20 21 20 28 39 23 20 20 28 38 20 34 20 68 20 42 20 22 26 23 92 440 185 1405 38 20 246
internal_value=0 0.00537997 0.00432373 0.0046548 0.00484623 0.00504893 0.00533978 0.00554835 0.00572818 0.00562491 0.00843606 0.00102349 0.00274102 0.00575166 0.0102608 0.00584672 0.0019 0.00235871 0.00120321 0.000573217 -0.00120425 0.00478033 0.00134189 0.00205159 0.00560134 0.00569854 0.00554684 0.00548626 0.00440937 0.00385087
internal_weight=0 2787 691 628 608 587 547 527 2096 2019 77 63 85 1934 57 488 334 291 197 177 43 94 157 134 460 1914 1729 1709 304 266
internal_count=3121 2787 691 628 608 587 547 527 2096 2019 77 63 85 1934 57 488 334 291 197 177 43 94 157 134 460 1914 1729 1709 304 266
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 47 14 4 2 34 4 12 47 47 16 4 3 49 1 151 0 0 2 10 16
split_gain=17.4121 2.16121 1.8878 1.1984 1.07033 0.839303 0.722301 0.625877 0.54512 0.424392 0.404967 0.370444 0.365228 0.359063 0.35667 0.269735 0.248729 0.209156 0.188091 0.185638 0.181879 0.274819 0.181288 0.23716 0.194439 0.172142 0.161998 0.161241 0.275552 0.156288
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.091545000000000015 0.12958500000000003 -0.15464999999999998 0.40124500000000002 0.14285500000000004 0.077555000000000013 0.076175000000000007 0.053925000000000008 0.11389000000000002 -1.0000000180025095e-35 0.27834500000000006 0.13597000000000004 0.091680000000000011 0.091680000000000011 -0.037154999999999994 -0.059649999999999988 0.090900000000000009 -0.063424999999999981 0.10089500000000001 -0.082829999999999973 -0.14001499999999997 -0.11991499999999998 0.10981000000000002 -1.0000000180025095e-35 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 11 9 -6 18 14 13 25 16 20 -3 -16 26 22 -5 -8 -1 -22 23 -9 -24 -4 -7 28 -2 -28
right_child=1 6 5 8 7 12 19 17 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0008010547395175217 0.00035035321233319299 0.00014881558184692544 0.0006490706348201272 0.00083306879013860251 0.00076530837941737406 0.00093952374021504447 0.00037486671447630289 0.00065980064927362921 0.00042816964497612166 0.00012764617589776782 0.00091843933072365588 0.00099273348117575916 0.00064707601269988521 0.00045265451427566511 0.00048923604214978203 0.00028068274726084541 0.00058023942844782266 0.00062210718295747881 0.00065250313550569534 0.00061669719960454788 0.00072595732329735357 0.0004929972846134036 0.00049861483556832306 0.00039232825132741467 0.00027970807109910261 0.00081678680829788317 0.00079396774314569518 0.00036891252106798238 0.00063603398922395258 0.0007331098893073371
leaf_weight=71 25 45 24 42 35 20 26 25 29 98 37 46 136 21 38 64 29 29 47 23 88 25 26 26 39 1198 294 126 27 362
leaf_count=71 25 45 24 42 35 20 26 25 29 98 37 46 136 21 38 64 29 29 47 23 88 25 26 26 39 1198 294 126 27 362
internal_value=0 0.000390135 0.000764185 0.000508406 0.000644472 0.000788139 0.000271059 0.000529973 0.000661639 0.000227595 0.000729637 0.000819995 0.000740109 0.00069556 0.000294227 0.000358379 0.000758056 0.000473167 0.000737714 0.000488379 0.000723283 0.000674417 0.000435932 0.000523442 0.000367271 0.000813493 0.000765685 0.000406824 0.000498687 0.000760385
internal_weight=0 590 2531 296 422 2109 294 180 118 245 242 1268 841 205 147 102 705 145 89 49 184 113 116 51 65 1222 676 178 52 656
internal_count=3121 590 2531 296 422 2109 294 180 118 245 242 1268 841 205 147 102 705 145 89 49 184 113 116 51 65 1222 676 178 52 656
is_linear=0
shrinkage=0.00196078


Tree=5582
num_leaves=31
num_cat=0
split_feature=1 2 4 3 42 1 13 148 49 0 50 11 4 4 11 41 3 133 483 1429 0 160 43 133 52 52 51 51 43 13
split_gain=0.359254 0.101383 0.0859122 0.0793394 0.114017 0.0929165 0.0808748 0.0844585 0.0650284 0.05756 0.0703921 0.0749354 0.0941492 0.0825331 0.0687601 0.083057 0.0655866 0.0521094 0.0456807 0.0554701 0.0505565 0.0583456 0.0447363 0.0899655 0.0805401 0.0749756 0.0514425 0.0442592 0.065173 0.0868783
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 -0.10217499999999997 0.081660000000000024 0.10587000000000001 -0.08971999999999998 -0.043434999999999994 -0.085174999999999987 -0.075934999999999989 0.089465000000000017 0.079300000000000009 -0.17966999999999997 -0.10429499999999998 0.078065000000000009 0.079300000000000009 -0.078084999999999988 0.40304500000000004 -0.070084999999999981 0.085625000000000021 -0.082724999999999979 0.050340000000000003 -0.041049999999999996 0.40431 -0.012164999999999999 0.091820000000000013 -0.016074999999999996 0.078435000000000019 -0.0040649999999999983 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 -4 -5 -8 -9 14 11 12 -11 -14 18 -16 17 -12 20 27 21 -1 24 -24 26 -26 -15 -20 29 -29
right_child=-2 2 3 6 -6 -7 7 8 -10 10 16 -13 13 22 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0063457557109787184 0.0019433584084591765 0.0071755601571914691 -0.0073806970912430967 0.0013399269094300616 0.0052299621893325821 0.002143177983816713 -0.00061989432970921583 0.010681423217257751 0.0049489040553453382 0.007240963791873372 0.012429326922366661 -0.0016156886323270472 -0.0026153453980528175 0.0068789226780479251 0.012688940246307262 0.005210262387818485 0.004219769465542117 0.006079309418176612 0.0060724103518573595 0.0027311807368108534 0.0048360504238312511 0.012013286005896635 -0.0014935576712486109 0.0054799642895247691 0.013082405049353839 0.0047921921157467297 0.0017015176042761715 0.010887697598497783 0.0024153469994584072 0.0044923461281789721
leaf_weight=34 334 89 21 77 32 20 26 21 343 86 28 22 21 28 33 27 43 24 1295 59 37 39 37 37 20 24 61 28 87 88
leaf_count=34 334 89 21 77 32 20 26 21 343 86 28 22 21 28 33 27 43 24 1295 59 37 39 37 37 20 24 61 28 87 88
internal_value=0 0.00541397 0.00429681 0.00382235 0.000756544 -0.0027349 0.00430159 0.00488632 0.00527963 0.00573959 0.00470578 0.00402624 0.00442153 0.00335806 0.0059976 0.00932354 0.00710921 0.00949855 0.00587789 0.00573875 0.00784734 0.00937361 0.00396406 0.0019932 0.00506062 0.00856047 0.00333036 0.0058572 0.00448432 0.00603605
internal_weight=0 2787 629 540 73 41 467 390 364 2158 431 336 314 228 1727 60 95 52 1667 1557 110 73 207 74 133 44 89 1498 203 116
internal_count=3121 2787 629 540 73 41 467 390 364 2158 431 336 314 228 1727 60 95 52 1667 1557 110 73 207 74 133 44 89 1498 203 116
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 4 2 2 2 42 2 50 14 15 43 1 11 0 52 2 13 49 47 14 1 1 0 11 3 12
split_gain=25.7261 3.36864 2.95999 2.73287 1.7192 1.30257 1.17319 0.708178 0.672076 0.652389 0.616373 0.555277 0.512517 0.45446 0.356864 0.350484 0.337935 0.394697 0.382609 0.323161 0.295758 0.295662 0.288418 0.277309 0.276715 0.242164 0.240834 0.22234 0.185562 0.178322
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.27044500000000005 0.092235000000000025 0.14960000000000004 -1.0000000180025095e-35 -0.076394999999999977 0.10803500000000001 0.041865000000000006 0.076175000000000007 -0.081924999999999984 -0.078139999999999973 0.089875000000000024 1.0000000180025095e-35 -0.14001499999999997 0.0046550000000000003 -1.0000000180025095e-35 -0.0075049999999999987 -0.012034999999999999 0.090280000000000013 -1.0000000180025095e-35 0.12040000000000002 0.14699000000000004 -0.095504999999999993 0.082485000000000017 -0.11171999999999999 -0.07983999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 6 21 12 16 24 -4 -10 13 15 25 -12 -1 17 18 -8 -17 29 -5 -23 -22 -2 -3 -21 -18 -19 -16
right_child=1 11 9 5 -6 -7 7 -9 10 -11 14 -13 -14 -15 20 19 27 28 -20 26 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094056531306780527 0.00041532365352096715 0.00025062726629701429 0.0008784186794143431 0.00060748458419944732 0.00051500422681209049 0.00042679448709150844 0.00046435893938487984 0.00052206397286951988 0.00070723405395470122 0.00049461080600387848 0.00023418673781119809 0.00038091742909921247 0.0011089565984998167 -0.00015846053637230152 0.00048935634636290573 0.00064783499483323469 0.0011386383891829146 0.0007201918130468832 0.00084330274084327267 0.00074188810940120187 0.00072964751916985667 0.0010212090916420316 0.00079199876695173891 0.00046199231463320116 0.00018443722044193076 2.8026354205907422e-05 0.00090792400874420843 0.00091003904372816938 0.00085660968219131552 0.00029218537164578108
leaf_weight=1216 29 42 21 20 45 44 21 26 32 90 35 30 61 24 29 24 21 41 20 39 22 32 62 46 64 34 242 74 590 45
leaf_count=1216 29 42 21 20 45 44 21 26 32 90 35 30 61 24 29 24 21 41 20 39 22 32 62 46 64 34 242 74 590 45
internal_value=0 0.000425652 0.000880317 0.000504416 0.000894678 0.000713362 0.000901872 0.000840319 0.000395099 0.000567223 0.000456802 0.000146952 0.000932726 7.67619e-05 0.000411526 0.000925659 0.000851108 0.000835633 0.00064921 0.000866227 0.000455236 0.000823968 0.000870028 0.000548587 0.000256434 0.000151043 0.00088488 0.000960572 0.000847746 0.000369455
internal_weight=0 590 2531 460 2420 158 2375 793 302 111 209 130 1582 100 177 1521 767 672 41 305 142 114 94 68 93 76 281 95 631 74
internal_count=3121 590 2531 460 2420 158 2375 793 302 111 209 130 1582 100 177 1521 767 672 41 305 142 114 94 68 93 76 281 95 631 74
is_linear=0
shrinkage=0.00196078


Tree=5584
num_leaves=31
num_cat=0
split_feature=4 3 2 52 123 10 159 1375 151 0 0 1 15 2 4 1373 12 16 12 4 51 43 49 52 3 160 0 16 160 1455
split_gain=0.387645 0.12852 0.097556 0.0768224 0.0665917 0.0589625 0.0551386 0.0529755 0.0916814 0.0577419 0.0664063 0.0790578 0.0660074 0.0735747 0.0609412 0.0637418 0.0618075 0.0589182 0.0589161 0.0556917 0.0514754 0.0759065 0.0492109 0.0508433 0.0925119 0.0984257 0.073962 0.0831778 0.0610081 0.0468444
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 1.0000000180025095e-35 -0.062879999999999978 0.10620500000000001 -0.16449999999999998 -0.044604999999999992 -0.14920999999999998 -0.13455999999999999 0.086105000000000015 0.13592500000000005 0.13913500000000004 0.022185000000000003 0.085770000000000013 0.11418000000000002 -0.097644999999999996 0.084405000000000022 0.061775000000000004 -0.13782999999999998 -0.085154999999999995 0.11560500000000001 0.11434500000000002 -0.087044999999999983 -0.54913999999999985 -0.082284999999999983 -0.061854999999999993 -0.14580499999999996 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 -2 -5 8 -1 19 11 -11 13 14 15 17 -16 18 -12 -9 21 -19 23 28 -25 -26 27 -27 -22 -30
right_child=3 -3 -4 6 -6 -7 -8 9 -10 10 12 -13 -14 -15 16 -17 -18 20 -20 -21 22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0067823689916859499 -0.0027990846028842498 0.0014587073133018724 -0.00080148861743509778 0.0061861488685155154 0.0036631392051999245 0.0017752133767979844 0.0011152828068588861 0.0070452991890567161 -0.0023565196964357581 0.0067101911763134212 0.013215338569134476 -0.0010824687912827358 0.0026075045795490347 0.012006820449605585 0.0050688987299143682 0.011241203860845417 0.0003440379082495647 0.013272093439644035 0.0072088538976111506 0.012598410423933752 0.010218046795842903 0.0066895935228256905 0.0023558928421130634 -0.00088841764455927267 0.011403719659732737 0.0049350500375072923 0.0055675820287638409 -0.00388272353913635 0.0061038880850392621 0.0029539519217701591
leaf_weight=23 32 74 23 65 146 236 32 129 21 23 20 30 60 20 259 24 31 22 89 21 35 86 41 28 23 23 142 20 1294 49
leaf_count=23 32 74 23 65 146 236 32 129 21 23 20 30 60 20 259 24 31 22 89 21 35 86 41 28 23 23 142 20 1294 49
internal_value=0 0.00556982 0.00568325 0.00210183 0.00573935 0.00122903 0.00451329 0.00585997 0.00242063 0.00592126 0.00579827 0.00229925 0.00588011 0.00596912 0.00591388 0.00612038 0.00456383 0.00605472 0.00831096 0.00782273 0.00591523 0.00803047 0.00577719 0.0058641 0.00450787 0.0052343 0.00446729 0.00083376 0.00609638 0.00598896
internal_weight=0 2756 2682 365 2659 268 97 2513 44 2469 2319 53 2266 2206 2186 1896 290 1872 109 150 1763 108 1655 1614 236 208 185 43 1378 1343
internal_count=3121 2756 2682 365 2659 268 97 2513 44 2469 2319 53 2266 2206 2186 1896 290 1872 109 150 1763 108 1655 1614 236 208 185 43 1378 1343
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 3 159 4 4 2 4 0 1 14 2 131 4 15 2 3 0 2 43 0 0 4 0 16
split_gain=18.1141 2.27123 2.0528 1.47212 1.06732 0.772594 0.656452 0.574887 0.50732 0.443408 0.405161 0.381165 0.484062 0.364326 0.359219 0.352484 0.277955 0.25121 0.237488 0.329649 0.221138 0.209295 0.206621 0.205771 0.19284 0.219345 0.188477 0.170204 0.166585 0.164999
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12337000000000002 0.08864000000000001 0.10803500000000001 0.091545000000000015 -0.022174999999999997 -1.0000000180025095e-35 -0.17966999999999997 0.053925000000000008 0.14285500000000004 0.40945500000000007 -0.23194499999999998 0.10124500000000002 0.076175000000000007 0.13093500000000002 0.086835000000000009 -0.064054999999999987 -0.03241999999999999 0.31358000000000003 0.0068900000000000012 0.13134000000000004 0.10402500000000002 -0.04890499999999999 -0.23001499999999997 -0.14001499999999997 -0.036839999999999991 -0.10011499999999998 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 5 13 7 15 -3 -5 -6 16 12 21 -1 23 26 28 20 22 -20 -13 -10 -15 24 -11 -26 -4 -2 -8 -30
right_child=1 3 6 8 9 -7 10 -9 11 14 -12 17 -14 18 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0010834133162855464 0.00097474278712127561 0.00080358709322358144 0.00073980559515797234 0.00060770265462346156 0.00086568768944998915 0.00046723007100117104 0.0010185309580607216 0.00049729669453159081 0.00039710671516279838 0.00059490313216083862 0.00074955762765180182 0.00023722984582524737 0.00030146043065270277 0.00097176421565168039 0.00051759546220886941 0.0010866939780149111 0.00063859590858805413 0.00041178301038682615 0.00082142000289401273 0.00056919633243814624 5.7480772774593497e-07 0.00064757237559722196 0.00074373683668075392 0.00051325207539633204 0.00066090387426798289 0.00089920729208367957 0.00091529901318788401 0.00074887548566169443 0.00090149845833823686 0.00083890492661390574
leaf_weight=22 29 62 24 26 31 159 29 38 23 28 136 63 95 50 85 46 20 23 76 27 20 29 22 21 27 33 1198 23 291 365
leaf_count=22 29 62 24 26 31 159 29 38 23 28 136 63 95 50 85 46 20 23 76 27 20 29 22 21 27 33 1198 23 291 365
internal_value=0 0.000483527 0.000865043 0.000445705 0.000740207 0.000552159 0.000890022 0.000687197 0.000346882 0.000647937 0.000847545 0.000320078 0.000384706 0.000845593 0.000613141 0.000918195 0.000866448 0.000230453 0.000815695 0.000755303 0.000180205 0.000536789 0.000902089 0.00068765 0.000729267 0.000791971 0.000911852 0.00087484 0.0008731 0.000866671
internal_weight=0 590 2531 538 422 259 2109 100 279 225 841 253 147 197 194 1268 705 106 175 103 83 52 72 109 88 60 1222 52 685 656
internal_count=3121 590 2531 538 422 259 2109 100 279 225 841 253 147 197 194 1268 705 106 175 103 83 52 72 109 88 60 1222 52 685 656
is_linear=0
shrinkage=0.00196078


Tree=5586
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 2 4 4 150 1 3 2 2 12 4 11 47 0 1 40 49 1 4 15 0 16
split_gain=67.4223 10.4833 6.62018 5.97398 3.7703 3.18485 1.94815 1.82457 1.77019 1.75091 1.73296 1.51208 1.14845 0.887944 0.82454 0.739142 0.642957 0.631694 0.58648 0.482537 0.416585 0.404494 0.386205 0.384885 0.376092 0.33795 0.337837 0.316981 0.651662 0.37984
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.14122000000000004 0.40945500000000007 0.40473500000000007 1.0000000180025095e-35 0.089770000000000016 0.30112000000000005 0.090425000000000019 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 1.0000000180025095e-35 0.090100000000000013 -0.060129999999999996 0.15964000000000003 -1.0000000180025095e-35 -0.053364999999999996 0.11669000000000002 -0.036839999999999991 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 13 10 -5 12 14 -6 19 17 23 16 -15 18 -1 -7 25 -19 -9 -4 -10 -3 -2 -20 29 -29
right_child=1 2 7 8 11 9 -8 22 24 -11 -12 -13 -14 15 -16 -17 -18 21 27 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017230885480743606 0.0014013408364034166 0.00058256924819219619 0.0005190488211526135 0.0011977515624881205 0.0011861000135973058 0.0012274408145890932 0.0016771911421427416 0.00010700150405839859 0.00078251009190405667 0.00080176819523859679 0.0002399633527817498 0.00067272886140819861 0.00084218582978435588 0.00097549161591899776 0.0002664498939160623 0.00093877095188580305 0.0013171058281152821 0.0013238154580037078 0.0015879512059394504 0.0014352314749590249 0.0007796716228054434 0.0010919796257261552 -0.00023638329943459409 0.00082549244932392067 0.00047855559305777176 0.00038494512649415237 0.0011183262553090365 0.0013612125908919409 0.0013992894903272085 0.0010712698963158394
leaf_weight=21 50 147 26 34 71 349 76 34 34 41 132 32 28 23 22 25 268 302 31 49 32 32 20 40 29 43 24 32 1036 38
leaf_count=21 50 147 26 34 71 349 76 34 34 41 132 32 28 23 22 25 268 302 31 49 32 32 20 40 29 43 24 32 1036 38
internal_value=0 0.000613298 0.000527283 0.00131405 0.000716555 0.00133373 0.00136966 0.000302783 0.000837186 0.00118877 0.000382055 0.00102661 0.00122602 0.00135673 0.000595192 0.00126231 0.00129011 0.00137673 0.0013984 0.00125302 0.000572702 0.0013016 -2.01781e-05 0.000704772 0.000642595 0.000537844 0.00130955 0.0013924 0.00138692 0.00120382
internal_weight=0 673 599 2448 325 2351 1884 274 97 467 220 103 426 1808 88 316 291 1492 1158 398 222 334 54 66 63 190 74 1137 1106 70
internal_count=3121 673 599 2448 325 2351 1884 274 97 467 220 103 426 1808 88 316 291 1492 1158 398 222 334 54 66 63 190 74 1137 1106 70
is_linear=0
shrinkage=0.00196078


Tree=5587
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 42 14 49 11 1 150 15 1 0 1 50 50 15 40 3 1 4 0 16 42
split_gain=34.7185 4.08783 3.55409 2.39135 2.22461 1.67964 1.47677 1.20334 1.0483 0.890755 0.792123 0.69161 0.44342 0.392614 0.543452 0.872545 0.360252 0.356352 0.357996 0.324643 0.31909 0.289538 0.346617 0.283942 0.278027 0.255054 0.244248 0.224309 0.219566 0.214715
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.089885000000000007 -0.0060199999999999993 0.076175000000000007 -0.012034999999999999 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.024640000000000006 0.087135000000000004 -0.066089999999999996 0.12958500000000003 0.11219500000000002 0.041865000000000006 -0.089964999999999976 -0.077714999999999992 1.0000000180025095e-35 0.13075500000000004 0.042705000000000007 -0.038659999999999993 -0.11118499999999999 0.09832500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 7 9 23 19 11 -4 17 -2 14 26 27 -15 -1 24 -9 29 22 28 -3 -19 -5 -11 -16 -7 -10
right_child=1 5 10 25 -6 21 -8 8 20 13 -12 -13 -14 16 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012810716370262828 0.00083587170578539375 0.00057531872209436305 0.0011974872539812656 0.00072599818491760428 0.00079125413318085515 0.00046062465507419912 0.00086242601414407514 0.0011702096491467719 0.00065578343920860336 0.0012135807583070013 0.00078197750052604194 0.0014784090709573439 0.001158006331833351 0.0012351622842495737 0.0010022136121014364 0.00066627398388935074 0.0014992938949824591 0.0012387313166280197 0.0009847678869378334 0.0008250411760573294 0.00087741742013503735 0.0005441423409322043 9.5800585495291435e-05 0.00035455859908408002 0.0010014620598624733 0.00048009090679484648 0.0011333192341232996 0.0012547058594671704 0.00021194898852092378 0.00044059552509688975
leaf_weight=935 20 42 22 50 45 43 41 22 118 545 89 58 92 75 24 20 27 375 25 20 22 26 22 48 20 24 199 31 20 21
leaf_count=935 20 42 22 50 45 43 41 22 118 545 89 58 92 75 24 20 27 375 25 20 22 26 22 48 20 24 199 31 20 21
internal_value=0 0.000679225 0.00120741 0.000919764 0.00122315 0.000568482 0.00123133 0.0006463 0.000729968 0.00123781 0.000864331 0.00126873 0.00110048 0.00119036 0.00117608 0.00101699 0.00130508 0.00125976 0.00121232 0.00100584 0.000658001 0.000363073 0.000307688 0.00045758 0.00122672 0.000646244 0.00119211 0.00114453 0.00038168 0.000623273
internal_weight=0 590 2531 186 2420 404 2375 293 203 2334 111 1413 112 921 819 75 102 1355 420 42 161 111 85 90 395 74 744 55 63 139
internal_count=3121 590 2531 186 2420 404 2375 293 203 2334 111 1413 112 921 819 75 102 1355 420 42 161 111 85 90 395 74 744 55 63 139
is_linear=0
shrinkage=0.00196078


Tree=5588
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 51 1 3 4 48 16 40 13 3 4 16 2 15 13 11 16 448 52 3 49 0 15 475
split_gain=0.682021 0.162035 0.0954004 0.0990483 0.104171 0.106243 0.0987975 0.0882597 0.0894178 0.0779298 0.0753473 0.0707515 0.064828 0.0639286 0.0689044 0.0566634 0.0961508 0.090796 0.0766164 0.0536905 0.104261 0.0741283 0.060075 0.0531216 0.0631536 0.0527575 0.053885 0.0520177 0.0491682 0.0724627
threshold=0.11690500000000002 0.078300000000000008 0.092395000000000019 -0.096099999999999977 0.081185000000000021 -0.077604999999999993 0.11924500000000002 -0.40274499999999996 0.16773500000000005 -0.0043399999999999992 0.053180000000000012 -0.024949999999999996 -0.16075999999999999 -0.08440499999999998 -0.0093149999999999986 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 0.081685000000000021 0.040760000000000005 0.090705000000000008 0.079300000000000009 0.62925500000000012 -1.0000000180025095e-35 0.19022000000000003 -0.0043399999999999992 0.094245000000000009 -0.062764999999999974 -0.085319999999999993 -0.011519999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 11 -2 23 13 15 -7 -13 14 -5 18 17 -17 -3 20 -20 -21 -22 -9 -25 -14 28 -15 -27 -30
right_child=7 10 -4 4 -6 6 -8 8 -10 -11 -12 12 25 27 -16 16 -18 -19 19 21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00049727638769480925 0.0086864359806188285 0.015126518636941911 -0.00017702662507477015 0.0064250209368765356 0.012878599118154782 0.0039094541249248913 0.0036985955191388108 -0.0013864291866790761 -0.0035735877164240395 -0.0010523497815787173 0.0064742028906416465 0.012158779646067517 0.0049825556772864531 0.0049519365310739241 -0.0015224569101216427 -0.0010164081817492844 0.0082226466970058143 0.0073835898446099422 0.0037850093932296986 0.0081539825997315359 0.014034873698479855 0.016113001435190778 0.0074151087937683897 0.0031268190401539629 0.0089322641683975239 0.0074386989544057902 0.0046542814597487448 0.010219933683502264 0.0080357100899246612 0.014440984457829282
leaf_weight=27 27 25 23 20 26 34 60 24 21 24 270 46 45 53 24 22 1683 31 39 25 26 22 29 297 20 53 25 29 33 38
leaf_count=27 27 25 23 20 26 34 60 24 21 24 270 46 45 53 24 22 1683 31 39 25 26 22 29 297 20 53 25 29 33 38
internal_value=0 0.0076464 0.0061297 0.00639982 0.00671231 0.00638107 0.00737395 0.00317101 0.00275964 0.00417024 0.00803745 0.00817877 0.00878359 0.00516502 0.00209003 0.00825936 0.00809058 0.0038968 0.0100245 0.00911983 0.00774 0.0118795 0.0105445 0.00314967 0.00349309 0.00798329 0.00888956 0.00681501 0.00974344 0.0114639
internal_weight=0 2732 560 537 510 484 334 389 362 150 2172 274 240 126 44 1902 1736 53 166 141 94 47 55 341 317 194 149 82 124 71
internal_count=3121 2732 560 537 510 484 334 389 362 150 2172 274 240 126 44 1902 1736 53 166 141 94 47 55 341 317 194 149 82 124 71
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=31
num_cat=0
split_feature=4 3 9 149 39 52 2 123 11 12 43 16 49 0 475 16 3 474 13 43 13 474 43 159 16 13 2 159 3 49
split_gain=0.562508 0.17416 0.127013 0.0991865 0.0816108 0.0804636 0.0781597 0.0650451 0.057997 0.0874758 0.083676 0.0747233 0.0870037 0.0757757 0.0817837 0.0734004 0.083555 0.0807597 0.071747 0.0986595 0.0662208 0.0642744 0.0641518 0.062721 0.0614205 0.0608456 0.05818 0.0979682 0.0701131 0.100479
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.08568000000000002 -0.085984999999999992 0.25063000000000007 0.083965000000000012 1.0000000180025095e-35 0.09320500000000001 -1.0000000180025095e-35 0.042200000000000008 0.12497000000000001 -0.097024999999999986 -0.052309999999999988 0.083160000000000026 -0.082879999999999995 0.023345000000000001 0.0049450000000000006 -0.43469499999999994 -0.039649999999999998 0.086515000000000009 0.062770000000000006 0.0089800000000000019 0.19444000000000003 -0.078944999999999987 0.087995000000000004 -0.018454999999999996 -0.080934999999999993 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 8 -6 -2 -1 11 -10 -11 13 15 14 -4 16 -13 24 20 -20 22 -19 -15 26 -17 -23 -16 -28 -29 -30
right_child=3 -3 4 -5 5 -7 -8 -9 9 10 -12 12 -14 18 23 17 -18 21 19 -21 -22 25 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0020903111985799941 0.0025400986183559621 0.0021052540203866858 0.0012772924365532217 0.0083245263501469571 0.0081304751507633808 0.0031840122671565039 -0.0036336539651859894 0.0052347631632410751 0.011014960440904059 0.0013062534239989792 0.008441219829882567 -0.0017078413228903497 0.0022358507164542312 0.0077758683589873243 0.0076623327689905405 0.0093471525985348441 0.0056709722615778451 0.014614147162064911 0.009670480901237441 0.0047232317834881681 0.0090427896093053881 0.0045495166464076774 0.0050274663789069141 0.0097157393676324706 0.0054135061815797697 0.010462036097179288 0.011010848252335564 -0.0017970710593674865 0.0086884496532179216 0.0021034030144238066
leaf_weight=22 302 75 33 28 49 100 22 27 96 22 65 21 55 801 103 49 57 20 54 159 392 28 95 51 209 46 20 21 37 62
leaf_count=22 302 75 33 28 49 100 22 27 96 22 65 21 55 801 103 49 57 20 54 159 392 28 95 51 209 46 20 21 37 62
internal_value=0 0.00685839 0.00699072 0.00261436 0.00708418 0.0048107 0.00212089 0.00194595 0.00721989 0.00893362 0.00663698 0.00708431 0.00598084 0.00737707 0.00599766 0.00645985 0.00368437 0.00707488 0.00767758 0.00597746 0.00795874 0.00958429 0.00748446 0.0065275 0.00616059 0.00822487 0.00585836 0.00453116 0.00345121 0.00456448
internal_weight=0 2769 2694 352 2645 149 324 49 2496 183 87 2313 485 1828 327 430 78 352 1501 213 1288 94 896 294 258 74 243 140 120 99
internal_count=3121 2769 2694 352 2645 149 324 49 2496 183 87 2313 485 1828 327 430 78 352 1501 213 1288 94 896 294 258 74 243 140 120 99
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 43 4 47 14 0 0 4 2 4 13 149 3 4 16 1446 12 1419 51 4 42 52 157
split_gain=0.468198 0.128061 0.093597 0.08385 0.065457 0.0767347 0.0792018 0.101636 0.0638512 0.0693763 0.0574733 0.0572169 0.0770873 0.0543132 0.0576646 0.0464543 0.10932 0.0785151 0.0456228 0.0637947 0.0633529 0.0448595 0.115608 0.0845164 0.0819642 0.0598116 0.0806089 0.0965004 0.0581688 0.0570199
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 0.087740000000000012 -0.078139999999999973 -0.14847999999999997 0.11924500000000002 -0.11720999999999999 1.0000000180025095e-35 0.085505000000000012 -0.42495999999999995 0.024095000000000002 -0.040504999999999992 0.057560000000000007 0.13754500000000003 0.62931500000000018 -1.0000000180025095e-35 0.079625000000000015 -0.085784999999999986 0.40124500000000002 0.042200000000000008 0.087090000000000015 0.084735000000000019 0.085980000000000015 -0.13782999999999998 -0.46376499999999993 0.087405000000000024 -0.14488499999999996 -0.0074399999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 -5 -10 11 -2 15 14 -12 17 -17 -13 20 -20 21 28 23 -23 25 -25 -27 -28 -3 -29
right_child=10 18 -4 4 -6 6 7 -9 9 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.00080958938469057507 0.0048503301392954128 0.0097223537872196189 -0.0015433159995485437 0.0065278756121794389 0.01082884128249827 0.00051610101759433748 0.0072182922253491641 0.0028653902627194107 0.0036217002904907407 -0.0017896051179956307 0.0091769912944140823 0.0011431926188698416 -0.0040087967024495207 -0.00028935670409174194 0.0034617465340952371 -0.0023686602431135712 0.005721560261293274 0.0078648457713425164 0.013863191613927484 0.0059716902251931887 0.0024068686927325635 0.01132484321382695 -0.0012641916081876212 0.0069907443834757756 0.0096139211206362866 0.0072928784666435112 -0.00034858750369907781 0.00033905945116809258 0.0066479845482260496 0.0057830126786882962
leaf_weight=23 39 64 22 45 21 25 269 67 84 33 27 57 30 21 51 61 23 25 20 21 38 28 23 116 46 63 55 24 1603 97
leaf_count=23 39 64 22 45 21 25 269 67 84 33 27 57 30 21 51 61 23 25 20 21 38 28 23 116 46 63 55 24 1603 97
internal_value=0 0.00616577 0.00485629 0.0051046 0.00535465 0.00513485 0.00594627 0.0063503 0.00332667 0.00209543 0.00220372 0.0013523 0.000656259 0.00422476 0.0054401 0.00149934 -0.000153481 0.00319248 0.00651667 0.0098212 0.00645386 0.00652643 0.00564282 0.00601313 0.00564223 0.00512759 0.0042233 0.00312453 0.00676602 0.00470322
internal_weight=0 2787 589 567 544 523 361 336 162 117 334 235 196 99 78 166 84 82 2198 41 2157 2119 452 429 401 355 239 176 1667 121
internal_count=3121 2787 589 567 544 523 361 336 162 117 334 235 196 99 78 166 84 82 2198 41 2157 2119 452 429 401 355 239 176 1667 121
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 14 1 1 49 4 11 1 4 40 50 2 15 1 12 1 11 47 15 4 48
split_gain=33.5966 5.30261 2.47128 2.36807 1.93483 1.68486 1.23262 1.18351 0.947688 0.913542 0.751749 0.697926 0.535478 0.484876 0.447257 0.362024 0.431155 0.705945 0.341995 0.325995 0.308229 0.273387 0.282337 0.265914 0.260729 0.240085 0.227945 0.221482 0.215297 0.196439
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.089775000000000008 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.090540000000000023 -0.054984999999999992 -0.15289999999999995 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.077714999999999992 0.041865000000000006 0.11411 -0.089964999999999976 0.14699000000000004 0.095780000000000018 0.12408500000000001 0.095165000000000013 0.090280000000000013 -0.42198999999999992 0.061775000000000004 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 18 10 28 12 -4 -1 -2 -11 16 23 -18 -3 21 -5 22 -6 -10 -16 -17 -15 -22 -9 -13
right_child=1 4 11 20 19 -7 -8 9 15 14 -12 29 -14 26 24 25 17 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011083452896279232 0.00068234945929276567 0.00043573413196655792 0.00099659488335543996 0.00068841424594128051 0.00033899443954521534 0.00069127564814574778 0.00062040049807941594 0.0009396072385002178 0.0010480817793138033 0.00078264349012398249 0.0013157870908954603 0.0004862936369974312 0.0010068194230659906 0.0010816238747507919 0.00051793033372082734 0.0012000880180426906 0.0010809860601812518 0.00066327836213200364 0.0002014670147578798 0.0003908181452047681 0.00057084537750365686 -4.825983775136623e-05 7.643490870238975e-05 0.00097265045123260004 0.00033881130626548623 0.00095350352718549607 0.00091126935711316589 0.00031952344732886015 0.00068922659110072894 0.00070595636671664662
leaf_weight=1081 23 46 28 30 31 48 24 23 448 20 59 24 245 58 122 63 28 35 50 26 26 22 32 300 42 20 63 28 31 45
leaf_count=1081 23 46 28 30 31 48 24 23 448 20 59 24 245 58 122 63 28 35 50 26 26 22 32 300 42 20 63 28 31 45
internal_value=0 0.000547545 0.00104221 0.000790698 0.000422964 0.00105487 0.00106244 0.000497499 0.0010671 0.000571628 0.00109922 0.000735502 0.00108959 0.000943321 0.000505818 0.00101733 0.00100471 0.000848926 0.00031372 0.000198687 0.00052906 0.000139918 0.000205631 0.00101783 0.000472058 0.00114067 0.000992927 0.00044053 0.00079587 0.000629552
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 1385 97 1326 144 184 894 811 63 96 111 84 85 63 748 164 83 121 54 54 69
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 1385 97 1326 144 184 894 811 63 96 111 84 85 63 748 164 83 121 54 54 69
is_linear=0
shrinkage=0.00196078


Tree=5592
num_leaves=31
num_cat=0
split_feature=1 12 132 1 403 4 15 2 0 14 3 156 48 12 41 1209 12 4 133 42 42 133 3 133 43 43 402 42 1213 1213
split_gain=0.489038 0.13607 0.0911393 0.0777519 0.0655523 0.0603225 0.0715372 0.0642412 0.0568443 0.0542491 0.0607265 0.0635328 0.0516191 0.0480029 0.0867371 0.0637974 0.0636913 0.0606434 0.0581943 0.0698464 0.0738362 0.060905 0.0558325 0.0546355 0.0531144 0.0673813 0.0995848 0.0523763 0.0510938 0.126984
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.10124500000000002 0.085340000000000013 0.40945500000000007 -0.41396999999999995 0.14285500000000004 -0.073309999999999986 0.062655000000000016 0.10299500000000002 0.08956500000000002 0.016865000000000002 0.092550000000000007 0.077565000000000009 -0.064814999999999984 0.092355000000000007 -0.064054999999999987 0.11269500000000002 0.097640000000000018 0.093775000000000011 0.10722500000000001 -0.070649999999999977 -0.054584999999999995 -0.072534999999999988 0.0041500000000000009 -0.064959999999999976 0.094725000000000018 0.12275000000000001 0.039620000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 7 -7 12 -8 10 11 -1 -2 16 15 -15 18 23 19 20 21 22 -3 -17 27 26 -26 -19 29 -20
right_child=5 13 -4 -5 -6 6 8 -9 -10 -11 -12 -13 -14 14 -16 17 -18 24 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0053197848606135545 0.0067644869731499488 0.0069566912760621715 -0.00079666450261496591 0.0039007294887562836 0.011420215974541625 0.0023046041528765829 0.00077851344510142153 0.00072911931368123211 -0.0059623904044697577 0.010659631511027163 0.0014743269562269704 0.0096355106562330609 0.002200858370335295 0.0014937764551076625 4.2259114106064261e-05 0.010648757450120606 0.012281361072445693 0.0061275370512474461 0.0058405758230946963 0.01192467325522254 0.0011622649946643616 0.012481547344387287 0.012159163770931108 0.0069391411992120108 0.0087501889187842612 0.006377855190090132 0.0017076668481618698 0.010431916395734465 0.0091366848372854293 -0.0033998662745580079
leaf_weight=203 68 1166 26 241 23 127 29 49 22 22 33 41 39 27 23 46 23 147 58 30 21 21 21 290 25 123 102 35 20 20
leaf_count=203 68 1166 26 241 23 127 29 49 22 22 33 41 39 27 23 46 23 147 58 30 21 21 21 290 25 123 102 35 20 20
internal_value=0 0.00634159 0.00499179 0.00525911 0.00627578 0.00229232 0.00103421 0.00372786 -0.00212933 0.00588006 0.00550045 0.00604497 0.00510111 0.00670329 0.0060963 0.00627145 0.00706309 0.00643942 0.00697465 0.00715735 0.00704098 0.00714318 0.00704873 0.00744701 0.00565574 0.00470965 0.00309399 0.0069553 0.00462745 0.00347123
internal_weight=0 2787 589 563 322 334 178 156 51 299 277 244 107 2198 818 795 1380 768 1357 1259 1229 1208 1187 336 432 250 127 182 98 78
internal_count=3121 2787 589 563 322 334 178 156 51 299 277 244 107 2198 818 795 1380 768 1357 1259 1229 1208 1187 336 432 250 127 182 98 78
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 2 457 1 14 2 4 2 9 16 2 131 4 160 457 12 15 3 475 132 12 2 133 3
split_gain=32.3431 4.46349 3.57867 2.66448 1.92793 1.30892 0.863635 0.854405 0.999071 0.8403 0.761027 0.751589 0.634557 0.631833 0.407297 0.396723 0.384337 0.355857 0.33692 0.335085 0.321637 0.365861 0.307979 0.371534 0.290325 0.271735 0.263467 0.241921 0.569814 0.240558
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.0049200000000000008 0.14122000000000004 0.080930000000000016 0.077845000000000011 0.076175000000000007 0.14285500000000004 0.27834500000000006 -1.0000000180025095e-35 0.085555000000000006 -0.040964999999999994 0.11411 0.082750000000000004 0.27287000000000006 -1.0000000180025095e-35 0.26807500000000006 0.09141500000000001 -0.41396999999999995 0.12178000000000001 -0.069854999999999987 0.082230000000000011 0.10124000000000001 0.11144000000000001 0.048520000000000008 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 11 -5 8 18 -4 13 12 -3 14 -1 -7 26 22 24 -14 21 -15 -13 -24 -6 27 -8 28 -2 -21
right_child=1 5 9 6 7 15 16 -9 -10 -11 -12 17 19 20 -16 -17 -18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072222425218890695 0.00099451581916540788 0.00066632450173060697 0.0010686366362314599 0.0012067853941831713 0.0012089138935414195 0.00055073658059980762 0.0011050917286858479 0.00075382479212176905 0.00072655340865030967 0.00067581949069543332 0.0013537518841363651 0.00032623435594185754 0.00057956130656541566 0.0011820251975208345 0.0010789193897782004 0.00091111008260472148 0.00067668794113496492 0.00047660100757710485 0.00083431408755362977 0.00045179325832757372 0.0009253253984313173 0.0011203948713136432 0.00026421405302828492 -9.6515672462408803e-05 0.0010653997060822535 0.00042203190332235443 0.00080574794727213237 0.00060197868193016162 0.00057799334896086645 0.00022831995383649399
leaf_weight=20 23 43 28 48 65 23 26 41 34 83 77 33 25 1257 32 24 26 20 21 31 22 525 21 23 326 22 20 108 28 46
leaf_count=20 23 43 28 48 65 23 26 41 34 83 77 33 25 1257 32 24 26 20 21 31 22 525 21 23 326 22 20 108 28 46
internal_value=0 0.000609377 0.00111917 0.000776488 0.00113496 0.000435326 0.00100306 0.0010247 0.0010496 0.000774909 0.00116274 0.000377172 0.000466547 0.00115482 0.000941729 0.000734757 0.000867239 0.000243571 0.00107626 0.000382327 0.00116096 0.00116387 0.000183044 7.56508e-05 0.00108926 0.000626277 0.000974942 0.000654537 0.000765837 0.00031829
internal_weight=0 590 2531 301 2420 289 120 487 446 111 1933 242 145 1856 52 47 72 97 412 102 1804 1782 77 44 391 181 46 159 51 77
internal_count=3121 590 2531 301 2420 289 120 487 446 111 1933 242 145 1856 52 47 72 97 412 102 1804 1782 77 44 391 181 46 159 51 77
is_linear=0
shrinkage=0.00196078


Tree=5594
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 14 1 2 2 4 1 15 42 47 10 15 3 3 3 160 475 475 475 15 457 49
split_gain=33.2732 5.47817 3.3457 2.55234 1.98375 1.88945 1.32573 1.17329 0.97834 0.961278 0.836726 0.719604 0.630278 0.511285 0.416542 0.283018 0.268268 0.258927 0.255144 0.239135 0.235863 0.432979 0.219756 0.260985 0.218285 0.271202 0.217053 0.213382 0.216085 0.211369
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.27834500000000006 0.11474000000000002 0.062655000000000016 0.09253500000000002 0.14753000000000002 0.091265000000000013 0.27834500000000006 0.090540000000000023 -0.41942499999999994 0.084755000000000011 0.090100000000000013 -0.38124499999999995 0.090455000000000021 0.0068900000000000012 0.11658 -0.010424999999999999 -0.067824999999999983 -0.088274999999999978 -0.10344499999999998 -0.08230999999999998 0.040760000000000005 0.080930000000000016 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 11 9 16 12 -5 13 14 -4 24 -13 -6 20 -17 -11 -3 -22 -15 -24 25 -1 -14 28 -28 -12
right_child=1 2 6 10 8 -7 -8 -9 -10 19 29 15 26 22 -16 18 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001227934968794316 0.0011655984256105159 0.00055382052182073203 0.0006660474835000202 0.0010880145195961823 0.0009292117759930683 0.00078439374204749375 0.00079331210817871231 0.00072684798874425799 0.0006145695340058772 0.0014805112610670941 0.00080700494701337099 0.00039880588232977864 0.0012426223754479805 0.00052268310939507408 0.0011240074461926529 0.00031318062244384894 0.001158868368438086 0.00079858740277043855 4.4971717661551009e-05 0.0012697742076291567 0.00091283317789240593 0.00060121577768738747 0.00053319761054772957 0.00026963296984016847 0.0012178938901583904 0.00090889624520844097 0.001103726317796039 0.001166804551105173 0.00091964769574671664 0.00057462728653338477
leaf_weight=21 76 116 40 34 33 48 37 22 24 47 34 32 58 41 244 25 48 33 30 37 24 60 20 52 1155 20 430 227 26 27
leaf_count=21 76 116 40 34 33 48 37 22 24 47 34 32 58 41 244 25 48 33 30 37 24 60 20 52 1155 20 430 227 26 27
internal_value=0 0.000668961 0.000607588 0.00115658 0.000738511 0.0011694 0.000447833 0.00117748 0.000962279 0.00118186 0.000841533 0.000394572 0.00117393 0.000475534 0.00119784 0.000252189 0.0010653 0.000637672 0.000166885 0.00138769 0.000611121 0.000690249 0.000408096 0.000342845 0.0012129 0.00107231 0.00112746 0.00111768 0.00109323 0.000704149
internal_weight=0 691 615 2430 338 2335 277 2287 105 2265 95 240 2181 153 1440 87 81 233 55 84 200 84 113 72 1196 41 741 683 456 61
internal_count=3121 691 615 2430 338 2335 277 2287 105 2265 95 240 2181 153 1440 87 81 233 55 84 200 84 113 72 1196 41 741 683 456 61
is_linear=0
shrinkage=0.00196078


Tree=5595
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 2 4 1 2 150 0 49 4 3 12 157 1 0 10 47 4 40 2 3 131 3
split_gain=23.0586 3.77225 2.23951 1.76344 1.38692 1.06963 0.83496 0.679652 0.65701 0.537888 0.490502 0.452483 0.430887 0.342586 0.291219 0.441272 0.298422 0.272949 0.243556 0.216019 0.208752 0.264651 0.208432 0.200147 0.193766 0.193709 0.192384 0.169139 0.168489 0.167836
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.11474000000000002 0.17025000000000004 0.14122000000000004 0.40945500000000007 0.092845000000000025 -0.090999999999999984 1.0000000180025095e-35 -0.11173999999999999 0.082865000000000008 0.033845000000000007 0.30112000000000005 0.09141500000000001 -0.08107499999999998 0.085605000000000014 -0.13843999999999998 -0.38124499999999995 0.090100000000000013 -0.52556499999999995 -1.0000000180025095e-35 0.087995000000000004 -0.14477499999999996 0.091440000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 12 -6 10 13 17 -5 -1 -7 15 20 18 25 24 -20 21 -14 -10 29 -16 -4 -22 -26 -2 -3
right_child=1 2 8 11 7 9 -8 -9 22 -11 -12 -13 14 -15 16 -17 -18 -19 19 -21 26 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00079359908633053623 0.0011089236658815898 0.00052787719722654602 0.00054440635423629719 0.00095558440915857225 0.00097571921537719644 0.0010050880077159794 0.0012722364949748072 0.00059102120771940608 0.00035178497285424216 0.00075369794171130703 0.0004241287732924751 0.0006798822895374173 0.0011344727153092429 0.00077632435874103113 0.0012808343996551159 0.0011795506721325949 0.00097040003028643477 0.00042397353977443063 0.00085561092737099274 0.001054673482375501 0.00097478987612560674 0.0008368825339073059 9.9521491347866905e-05 0.00074670053717724311 0.00092070285164786759 0.0007618064517337902 0.00072651994652023503 0.0010983799159483933 0.00089824540357963715 0.00064392293011809344
leaf_weight=22 54 100 26 37 76 371 79 23 34 41 132 60 27 27 22 32 96 22 22 443 20 20 20 34 21 40 30 1078 20 92
leaf_count=22 54 100 26 37 76 371 79 23 34 41 132 60 27 27 22 32 96 22 22 443 20 20 20 34 21 40 30 1078 20 92
internal_value=0 0.000634327 0.000582729 0.00104413 0.000692814 0.00105482 0.00107486 0.000886345 0.000452155 0.00096754 0.000499724 0.000785047 0.00106636 0.000989569 0.00106967 0.000979887 0.00107656 0.000613116 0.00108298 0.00104526 0.000914019 0.00100784 0.000258354 0.000608037 0.00109863 0.000676164 0.000825828 0.00109498 0.00105198 0.000583482
internal_weight=0 673 599 2448 325 2351 1912 99 274 439 220 97 1833 398 1811 129 1682 88 1586 465 97 47 54 226 1121 66 50 1099 74 192
internal_count=3121 673 599 2448 325 2351 1912 99 274 439 220 97 1833 398 1811 129 1682 88 1586 465 97 47 54 226 1121 66 50 1099 74 192
is_linear=0
shrinkage=0.00196078


Tree=5596
num_leaves=31
num_cat=0
split_feature=1 2 96 10 1 484 16 2 133 2 2 47 42 15 15 14 0 12 4 484 151 16 457 16 3 2 52 42 1212 43
split_gain=0.748399 0.129097 0.133123 0.106075 0.102286 0.114022 0.0920898 0.0939955 0.0877326 0.105412 0.0874718 0.0816595 0.0818646 0.0696503 0.121885 0.102671 0.0674238 0.0690061 0.0644917 0.0663947 0.0633444 0.0630326 0.0589156 0.0527131 0.0513603 0.0545145 0.0982879 0.133009 0.0692515 0.0571887
threshold=0.10920500000000001 0.121465 0.084000000000000019 0.094860000000000014 0.090540000000000023 -0.020124999999999994 0.5136400000000001 0.09358000000000001 0.087495000000000003 1.0000000180025095e-35 0.13404500000000005 0.11170500000000001 0.090545000000000014 -0.41942499999999994 -0.30407999999999996 -1.0000000180025095e-35 -0.072594999999999979 0.094070000000000015 0.51388000000000011 0.090535000000000018 -0.080994999999999998 -0.36241499999999999 0.083415000000000017 0.13751500000000003 0.10732000000000001 0.084885000000000002 -0.088204999999999992 0.084050000000000014 0.11137000000000001 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 10 -6 7 16 9 11 24 12 -2 18 -15 -16 -7 20 -3 -20 -18 -9 -23 -12 25 26 27 -1 -28 -27
right_child=1 13 -4 -5 5 6 -8 21 -10 -11 23 -13 -14 14 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.010369530482397925 0.014164272838737816 0.0074897199433863818 9.1658940436900604e-05 0.0018033700745280195 0.011962795659454297 0.00815187365613077 0.010049284698779708 0.0069693896659336306 0.0009990746015682817 0.0052193747378666616 0.0015970500806967419 0.006269193022887711 0.0076235634379930072 -0.0047253457320578125 0.0080236335767300011 0.0012015799733769829 0.0067426131991669544 0.0084415984452672066 0.0058607663644414231 -0.0021001839899690822 -0.0005727878498748459 0.0041299974992244437 -0.0015023913306112472 0.0081912771333009001 0.0040305643469433893 0.0090023339906749288 0.010545137426190733 0.00076908934861421587 0.0046646637753361749 0.0076426295297008125
leaf_weight=31 50 46 37 41 46 214 73 49 20 85 27 43 31 27 28 104 20 31 22 20 29 65 26 22 22 980 432 27 21 452
leaf_count=31 50 46 37 41 46 214 73 49 20 85 27 43 31 27 28 104 20 31 22 20 29 65 26 22 22 980 432 27 21 452
internal_value=0 0.00434762 0.00571686 0.00648773 0.00840033 0.00719567 0.00676315 0.00621041 0.00732641 0.0079319 0.0087311 0.00979129 0.011661 0.00264576 0.00139649 0.00264868 0.00722596 0.00474914 0.00490296 0.00206984 0.00241309 0.00407777 0.00252074 0.00455772 0.00883517 0.00888957 0.00977628 0.00590036 0.0102725 0.00857315
internal_weight=0 554 307 270 2567 553 507 434 229 209 2014 124 81 247 159 132 294 80 88 42 49 140 91 49 1965 1943 511 58 453 1432
internal_count=3121 554 307 270 2567 553 507 434 229 209 2014 124 81 247 159 132 294 80 88 42 49 140 91 49 1965 1943 511 58 453 1432
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=31
num_cat=0
split_feature=1 155 3 132 1 484 16 42 13 52 15 128 2 15 1 52 123 130 13 4 15 13 50 42 133 0 0 131 12 15
split_gain=0.606203 0.115938 0.0896651 0.0884976 0.082852 0.0923577 0.0745927 0.0794965 0.119245 0.0769337 0.0721095 0.0781018 0.0708522 0.0702742 0.105021 0.0683688 0.0665527 0.0970796 0.0765093 0.0759235 0.0944153 0.0888808 0.0651125 0.0617777 0.0524204 0.0759368 0.0487886 0.0469595 0.0585442 0.0540694
threshold=0.10920500000000001 0.084785000000000013 0.31534000000000006 0.10613500000000002 0.090540000000000023 -0.020124999999999994 0.5136400000000001 -0.093284999999999993 0.049530000000000012 -0.23375999999999997 0.11773500000000002 0.089290000000000022 0.13404500000000005 -0.41396999999999995 0.13820500000000002 -0.091869999999999993 0.083745000000000014 -0.072444999999999982 -0.0069799999999999992 -0.010384999999999998 -0.026084999999999994 -0.067719999999999989 0.11644500000000001 0.10410000000000001 0.087435000000000013 -0.071719999999999992 -0.026509999999999995 0.088610000000000008 0.089410000000000003 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 13 12 -6 7 -7 9 -9 11 15 -1 -4 -15 -11 17 -2 23 21 -21 -19 24 -18 27 -26 -14 28 29 -17
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12 -13 26 14 -16 22 18 19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.007951651792822206 0.00018365770382316489 0.0094835345180971295 0.0031575828152911171 0.005617401376366616 0.010766516126813772 0.010950703521330769 0.0090443562703487797 0.00070361801689224589 -0.00061243665404617795 0.010764355950099841 0.011981663606129588 0.011696762542816855 0.0074568850271727735 0.0010488956923257898 -0.0089634654007386422 0.0075552649863918006 0.0051339264964388523 0.0045502571369676536 -0.0025466819408056503 0.0054936541773013929 -0.0011532630189321936 0.012843434645661287 0.009305135238302625 -0.00062114864659424014 -0.0022057666586568722 0.0052993459493986201 0.001134124947174524 0.0022249568395117029 0.0095305773308710859 0.0032458425748061286
leaf_weight=1965 38 35 23 26 46 26 73 28 32 22 20 21 23 22 20 48 66 24 27 195 24 28 31 26 26 28 26 42 36 74
leaf_count=1965 38 35 23 26 46 26 73 28 32 22 20 21 23 22 20 48 66 24 27 195 24 28 31 26 26 28 26 42 36 74
internal_value=0 0.00391285 0.00353718 0.000686629 0.00756029 0.0064761 0.00608684 0.00558937 0.00524772 0.00574646 0.0061522 0.00579675 0.00785799 -0.00128568 -0.0037189 0.00539316 0.00414326 0.00491711 0.00213386 0.00558084 0.00476522 0.00901581 0.00497854 0.00350749 0.0044505 0.00168577 0.00410195 0.00519697 0.005987 0.00494135
internal_weight=0 554 519 91 2567 553 507 434 408 376 348 328 2014 65 42 307 428 309 119 271 219 52 285 92 254 54 49 200 158 122
internal_count=3121 554 519 91 2567 553 507 434 408 376 348 328 2014 65 42 307 428 309 119 271 219 52 285 92 254 54 49 200 158 122
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 2 1 4 0 0 4 14 49 2 156 394 48 1 11 40 43 1 1 47 47 4
split_gain=29.3603 5.08165 2.70568 2.31658 1.91004 1.43324 1.26521 1.05344 0.88897 0.878482 0.686854 0.6452 0.745138 0.567318 0.525447 0.449888 0.377175 0.37717 0.34993 0.307879 0.333118 0.260183 0.252407 0.251959 0.245281 0.244491 0.240893 0.235127 0.228948 0.22165
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.0061450000000000003 -0.11173999999999999 -0.07929499999999999 -0.15464999999999998 -1.0000000180025095e-35 -0.054984999999999992 0.31358000000000003 -0.0011799999999999998 -0.079154999999999989 0.093265000000000015 0.12408500000000001 1.0000000180025095e-35 -0.078554999999999986 -0.00045499999999999995 0.083345000000000016 0.12958500000000003 0.091680000000000011 0.090280000000000013 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 8 23 11 26 -4 12 -1 -14 -11 -13 -2 -6 -15 -20 29 -16 -10 -3 -5 -17 -9 -27 -18 -21
right_child=1 4 10 24 17 -7 -8 9 22 14 -12 15 13 18 21 25 28 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0008933388131588478 0.00076583855882591113 0.00048557996502336854 0.00097312360589479495 0.0004639301993092826 0.00031835065764426214 0.00074734761793580321 0.00064183188529283387 0.0009421512123622696 0.0011256138512901232 0.00086066709429610008 0.00062731307114706643 0.0012865696356298766 0.0011347422767324603 0.0012266433897022498 0.00057386043691167647 0.001015749426784553 0.0011286517790316567 4.6080230284122425e-05 0.00080997877918622069 0.0011514684191413682 0.00087485485355124238 0.0004088165336390353 0.0013601145971249911 0.0002842821029538732 0.00067803649622886109 0.00070301984308981426 0.00067095441049804872 0.00096567646822324105 0.00095792303677477871 0.0010503125130283905
leaf_weight=64 23 45 34 36 71 48 24 34 25 20 63 21 1148 46 125 263 58 27 20 103 36 52 60 51 48 20 20 38 63 435
leaf_count=64 23 45 34 36 71 48 24 34 25 20 63 21 1148 46 125 263 58 27 20 103 36 52 60 51 48 20 20 38 63 435
internal_value=0 0.000607022 0.00106945 0.000845055 0.000485063 0.00108269 0.00108968 0.000553332 0.0010944 0.000620146 0.000748525 0.00108677 0.00110122 0.00110866 0.000559413 0.00100853 0.000996009 0.000243337 0.00106189 0.00104913 0.00105746 0.000525373 0.00129114 0.00037864 0.000586277 0.000990337 0.000841708 0.000875105 0.00103976 0.00106968
internal_weight=0 673 2448 228 445 2351 2303 347 2279 251 97 2194 1852 1788 197 342 144 98 640 594 574 177 85 96 84 321 54 58 121 538
internal_count=3121 673 2448 228 445 2351 2303 347 2279 251 97 2194 1852 1788 197 342 144 98 640 594 574 177 85 96 84 321 54 58 121 538
is_linear=0
shrinkage=0.00196078


Tree=5599
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 42 2 1 1 1429 15 52 3 475 15 1 12 39 2 47 14 12 156 16 150
split_gain=13.0452 2.38483 1.4737 1.05347 0.74388 0.691887 0.514187 0.469157 0.455227 0.345865 0.338188 0.336562 0.265332 0.185096 0.314765 0.165785 0.164312 0.163285 0.158056 0.179209 0.164328 0.157488 0.157215 0.183536 0.139257 0.181937 0.133856 0.126935 0.204888 0.235423
threshold=0.104035 -0.40967499999999996 0.12337000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.11474000000000002 -0.0060199999999999993 0.091265000000000013 0.14860500000000001 0.080270000000000022 0.084690000000000015 0.090455000000000021 0.31359500000000001 -0.049509999999999992 -0.08230999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.098810000000000023 0.084780000000000008 -0.0050599999999999994 0.090100000000000013 -0.23083499999999998 -0.10022999999999999 1.0000000180025095e-35 -0.45661999999999997 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 7 11 12 21 -5 13 17 16 -15 -8 -1 -4 -13 27 -21 -6 -12 -24 25 -3 -19 28 -20 -30
right_child=1 2 8 10 9 -7 15 -9 -10 -11 22 18 -14 14 -16 -17 -18 26 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0007789100700507077 0.00075208277377166377 0.00052543184993898164 0.00040082965262340818 0.00074042832120296788 0.00076090958832855378 0.00050498197202150728 0.00097070453726578912 0.00045220584653437451 0.00047625458994557239 0.00040749051651972184 0.0003289333034151147 0.00080429859222633921 0.00013232947415511671 0.00073790346606659118 0.00049819016049710662 0.00079523856945584617 0.00063370365854458746 0.00037214699937821995 0.00080684411228234328 0.0007248052683665212 0.00090276571770934067 0.00058685943683843642 0.00039079231110446277 0.00063011544425280489 0.00053150493723495254 0.000363881844541349 0.00022546475164515043 0.00074647247656438136 0.0006583347083137501 0.00044391788316179283
leaf_weight=894 76 32 37 22 39 48 47 22 39 25 23 58 58 493 22 37 31 30 33 214 22 41 22 28 31 165 118 78 315 21
leaf_count=894 76 32 37 22 39 48 47 22 39 25 23 58 58 493 22 37 31 30 33 214 22 41 22 28 31 165 118 78 315 21
internal_value=0 0.000424403 0.000383909 0.000729726 0.000472237 0.000737961 0.000742851 0.00073711 0.000279606 0.0006088 0.000527322 0.000739983 0.000248046 0.000757456 0.000727663 0.000893416 0.000774044 0.000284324 0.000706028 0.000697683 0.000741395 0.000671709 0.000463098 0.000524813 0.000409346 0.000390123 0.000255198 0.000674605 0.000659413 0.000644934
internal_weight=0 691 615 2430 333 2335 2287 2203 282 105 95 2181 243 1440 515 84 925 185 741 683 236 80 73 50 228 197 148 447 369 336
internal_count=3121 691 615 2430 333 2335 2287 2203 282 105 95 2181 243 1440 515 84 925 185 741 683 236 80 73 50 228 197 148 447 369 336
is_linear=0
shrinkage=0.00196078


Tree=5600
num_leaves=31
num_cat=0
split_feature=1 4 150 123 44 2 4 2 49 39 159 15 3 43 43 13 16 1 457 484 13 13 16 13 475 3 12 15 47 475
split_gain=0.68839 0.125811 0.0975691 0.0920613 0.0773351 0.0760676 0.0757576 0.0643056 0.0508036 0.0529079 0.0602683 0.0505479 0.0759264 0.0611416 0.0641415 0.0806014 0.0711573 0.0499654 0.143252 0.0699109 0.0608036 0.0650655 0.0532809 0.0881191 0.0831729 0.0806668 0.0683053 0.0948376 0.0482366 0.0479858
threshold=0.10920500000000001 0.27287000000000006 0.084680000000000019 1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 0.36766000000000004 0.14122000000000004 0.14233500000000002 0.11365500000000002 0.085545000000000024 -0.56368999999999991 -0.13309499999999996 0.0061450000000000003 -0.05647499999999999 -0.061684999999999997 -0.44310499999999992 0.089770000000000016 0.048635000000000005 -0.020124999999999994 -0.088464999999999988 -0.083254999999999982 0.19444000000000003 -0.14819499999999997 -0.008964999999999999 0.090900000000000009 0.090345000000000023 -0.043924999999999992 0.090280000000000013 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 6 11 7 17 9 10 28 -3 -13 14 15 -14 -16 22 19 -19 -21 -22 23 -1 -24 29 -26 -28 -2 -25
right_child=1 5 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 16 -17 -18 18 -20 20 21 -23 24 25 26 -27 27 -29 -30 -31
leaf_value=0.013235422367295033 0.011535129241426202 0.0074978013020008802 0.0028322196713927001 0.0054171929791603669 0.013479380616627169 -0.0026617953204549853 0.004417951794703885 0.004350663570505453 0.0029919825959950686 0.0028937312031519554 0.003886153380013779 0.0064868368615861984 0.0032333099473180488 -0.0019662347735207092 0.0015108293113418117 -0.0039186735884308849 0.0074094447387831807 0.012346896471342806 0.0014363147519730233 0.0030633372304561951 0.012719233371675588 0.0075192719077851466 0.010138145139297615 0.0052729853202039614 0.0089978104735230473 0.0030123847983777527 0.0062659139135553517 -0.00039824246155933056 0.0075037478711980745 0.0088246105567073522
leaf_weight=43 51 25 82 120 28 24 52 41 28 21 26 44 40 34 39 26 43 33 37 28 26 323 65 39 49 25 81 29 71 1548
leaf_count=43 51 25 82 120 28 24 52 41 28 21 26 44 40 34 39 26 43 33 37 28 26 323 65 39 49 25 81 29 71 1548
internal_value=0 0.00423464 0.00573077 0.00812147 0.00825409 0.00271675 0.00819361 0.00827655 0.00693727 0.00759092 0.00825742 0.00323103 0.00275905 0.00185782 0.00273632 0.000415862 0.00460401 0.00834576 0.0073955 0.00793328 0.00754695 0.00790666 0.00857181 0.00876772 0.00712438 0.00864854 0.00589234 0.004509 0.009189 0.00873733
internal_weight=0 554 279 2567 2447 275 2419 2367 197 169 148 251 226 182 148 66 82 2326 447 410 377 349 1879 1655 224 1612 159 110 122 1587
internal_count=3121 554 279 2567 2447 275 2419 2367 197 169 148 251 226 182 148 66 82 2326 447 410 377 349 1879 1655 224 1612 159 110 122 1587
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 14 2 1 2 49 4 1 50 40 4 1 1 1 475 475 0 12 2 2 52 4 1
split_gain=28.4535 4.62094 2.33111 2.0423 1.56515 1.5351 1.14147 0.958538 0.825504 0.735414 0.650879 0.640405 0.408508 0.375213 0.33569 0.306906 0.283543 0.234192 0.348642 0.227367 0.227239 0.21694 0.325469 0.212867 0.205659 0.190647 0.185008 0.180931 0.33106 0.179956
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.062655000000000016 0.10613000000000002 0.092845000000000025 0.091265000000000013 -0.054984999999999992 -0.15289999999999995 0.090540000000000023 0.041865000000000006 -0.077714999999999992 -0.013514999999999998 0.086920000000000011 0.12408500000000001 0.13075500000000004 -0.088274999999999978 -0.10344499999999998 0.18019500000000002 0.090285000000000018 0.11411 0.31358000000000003 0.40674500000000008 -0.51253999999999988 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 16 8 11 29 -4 14 -2 -11 21 26 -3 23 24 -15 25 22 -1 -13 -19 -5 -6 28 -23 -8
right_child=1 4 10 20 15 -7 9 -9 -10 13 -12 17 -14 19 -16 -17 -18 18 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010893382445102981 0.0006789237489828162 0.0004310928944907987 0.00091162420094613363 0.00074887449055715323 0.00023208299217813318 0.00067020720251367177 0.00086129020121820791 0.0006346843628444119 0.0012181950635529169 0.00076778525157886396 0.00058095825069090902 0.0010160041032866054 0.00096399571690445793 0.00052614913282216034 0.00097974467967212159 0.00041814681934824896 0.00021778303386607006 0.0010222254746416351 0.00071821766505144301 0.00035888186380281055 0.0003725006719868557 0.0013178090458991481 0.00073983418883061876 0.00080864581699464835 0.00091688477904329827 0.00051714667330260487 2.8863977895763526e-05 0.00090536346514327162 0.0010632707504211539 0.00062689162863820201
leaf_weight=21 23 46 37 21 61 48 34 24 85 20 60 394 121 122 248 26 50 111 26 42 24 20 20 20 199 39 24 27 1108 20
leaf_count=21 23 46 37 21 61 48 34 24 85 20 60 394 121 122 248 26 50 111 26 42 24 20 20 20 199 39 24 27 1108 20
internal_value=0 0.000549741 0.00100497 0.000776727 0.000433442 0.00101726 0.000500479 0.0010245 0.0010286 0.00057328 0.000707089 0.00102126 0.000918463 0.000514233 0.0010454 0.000231726 0.000319994 0.000974772 0.000936312 0.000483312 0.000533751 0.00105901 0.000918848 0.00100599 0.000954604 0.000598251 0.000174704 0.00106399 0.00106778 0.000774476
internal_weight=0 673 2448 228 445 2351 334 2303 2279 238 97 2194 144 184 1444 111 96 750 336 164 84 1196 41 414 310 60 85 1155 1128 54
internal_count=3121 673 2448 228 445 2351 334 2303 2279 238 97 2194 144 184 1444 111 96 750 336 164 84 1196 41 414 310 60 85 1155 1128 54
is_linear=0
shrinkage=0.00196078


Tree=5602
num_leaves=31
num_cat=0
split_feature=1 3 39 2 123 52 44 4 2 4 48 1176 16 402 402 0 133 15 42 43 13 473 1456 133 42 402 13 41 403 132
split_gain=0.681107 0.122152 0.0969375 0.102931 0.0898975 0.0726784 0.0651113 0.0741107 0.0641911 0.0614969 0.0596466 0.0578846 0.0561514 0.0485242 0.0484566 0.0584708 0.087017 0.108088 0.0482657 0.0744234 0.0471318 0.0456939 0.0493209 0.0731527 0.0527756 0.0781748 0.237838 0.0947312 0.0768872 0.152523
threshold=0.10920500000000001 0.31370500000000007 0.087735000000000021 0.11448000000000001 1.0000000180025095e-35 0.056145000000000007 0.081805000000000017 0.042705000000000007 0.13913500000000004 -0.03898999999999999 -0.0046349999999999994 0.084500000000000006 -0.44310499999999992 -1.0000000180025095e-35 0.090595000000000023 -0.071339999999999987 -0.015164999999999998 0.087685000000000013 -0.0060199999999999993 -0.078844999999999985 -0.066634999999999986 0.047060000000000005 0.056265000000000009 0.091410000000000005 -0.015274999999999999 0.020685000000000005 -0.064619999999999983 0.075585000000000013 -0.074254999999999988 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 6 -3 7 8 11 -2 -9 14 -12 -14 21 16 -16 -18 -6 -20 -11 22 24 -24 28 27 -27 -26 29 -1
right_child=1 5 -4 -5 18 -7 -8 10 -10 20 12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.016624378248610915 0.012452622010217358 -0.00073720194665449009 0.0028913905810539547 0.0040801330538919479 0.0096201579086482528 0.005015591728079017 0.012985268246848137 0.0026823808257177006 0.0027269675512798133 0.0091892457075135898 0.0092211056470819369 0.0030664938129484655 0.0022807592346977732 0.0068730759187601506 0.010891390679438317 0.014409237842147166 0.0097385498757163683 0.00038443308855806084 0.0058762541849637865 -0.00083977818500161885 0.0052600133168097174 0.012325982040991742 0.01088269777490411 0.0045183152026895971 0.0077023863921514184 0.010675837469832252 -0.0043915750645101073 0.012241809265105985 0.0079741343368590675 0.009219738857577528
leaf_weight=34 24 70 157 146 22 32 28 32 20 53 97 20 26 200 109 26 30 21 77 21 72 28 129 21 1088 22 20 48 295 153
leaf_count=34 24 70 157 146 22 32 28 32 20 53 97 20 26 200 109 26 30 21 77 21 72 28 129 21 1088 22 20 48 295 153
internal_value=0 0.00419342 0.00489881 0.00596716 0.00805964 0.0010676 0.00819069 0.0081352 0.00836475 0.0078162 0.00680056 0.00841991 0.00720855 0.00634476 0.00847281 0.0100109 0.00929619 0.00588685 0.00538733 0.0044371 0.00692601 0.00831716 0.00825514 0.00999168 0.00809823 0.00773756 0.00350088 0.00789419 0.00897971 0.010566
internal_weight=0 554 452 295 2567 102 2447 2419 2064 149 355 2044 323 226 2024 186 160 51 120 98 125 1838 1810 150 1660 1178 42 1136 482 187
internal_count=3121 554 452 295 2567 102 2447 2419 2064 149 355 2044 323 226 2024 186 160 51 120 98 125 1838 1810 150 1660 1178 42 1136 482 187
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=31
num_cat=0
split_feature=4 3 9 40 2 11 481 11 52 52 0 16 4 0 2 42 1 3 52 15 15 150 52 43 3 402 15 12 0 15
split_gain=0.557667 0.182514 0.137108 0.082824 0.0785875 0.0748181 0.0889715 0.0821535 0.0767802 0.0825413 0.0743018 0.121247 0.108654 0.0700349 0.0642885 0.0665769 0.0623526 0.0597582 0.124943 0.0572376 0.0514585 0.0499004 0.048614 0.0530117 0.0668156 0.0639154 0.0535132 0.0481713 0.0424825 0.0664679
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 0.25063000000000007 1.0000000180025095e-35 -0.051484999999999996 0.086080000000000018 -0.066844999999999988 -0.43851499999999993 -0.10836499999999999 -0.0092699999999999987 -0.0065699999999999986 1.0000000180025095e-35 -0.090999999999999984 0.11934000000000002 0.08592000000000001 -0.12711499999999995 -0.080114999999999978 0.040760000000000005 -0.089549999999999991 -0.091839999999999991 0.12492500000000002 -0.05647499999999999 -0.0025099999999999996 0.089785000000000018 -0.46471999999999997 0.10016000000000001 -0.15931499999999996 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 16 10 -7 19 9 -9 11 28 -13 -1 -12 17 -2 18 -16 -8 -3 -19 23 24 -18 26 -25 -28 29 -4
right_child=4 20 3 -5 -6 6 7 8 -10 -11 14 12 -14 -15 15 -17 22 21 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0054291074888573754 0.0085013265721499923 0.0065563734527677303 0.0063914280514890225 0.0022987245101830922 -0.0025680582795757803 0.003048998640733771 0.0095730344244443332 0.0075367131736129526 0.0026326766051352028 0.015096075262408705 0.002310216100886464 0.0048809912767918675 -0.0044079466955736285 -0.00217173901936886 -0.0016747793049684595 0.0051186070634073322 0.002569762705693833 0.012705521602183582 0.0080819957337475261 0.015153715654159898 0.00061847981695016779 0.0076850201161758613 0.0069008607200571684 0.0074615337623235509 -0.0030566575311240744 -0.0014095843546902357 0.0042271007745271934 -0.00043642600066959861 0.0055695755295816747 0.012387499116874975
leaf_weight=27 22 20 51 32 24 20 34 52 20 20 24 34 20 22 21 110 62 20 35 40 54 1955 29 39 32 23 106 28 116 29
leaf_count=27 22 20 51 32 24 20 34 52 20 20 24 34 20 22 21 110 62 20 35 40 54 1955 29 39 32 23 106 28 116 29
internal_value=0 0.00712249 0.00725766 0.0073552 0.00296292 0.00741741 0.00934998 0.0101091 0.00811396 0.00963654 0.00726856 0.00563626 0.00144064 0.00201648 0.00745705 0.00751475 0.0033522 0.00764452 0.00442321 0.0125896 0.00222332 0.00773586 0.00299708 0.0026067 0.000654386 0.00354302 0.00420146 0.00325263 0.0067922 0.008565
internal_weight=0 2756 2682 2633 365 2601 186 166 92 72 2415 250 54 49 2165 2141 341 2031 56 74 74 1975 319 290 94 196 173 134 196 80
internal_count=3121 2756 2682 2633 365 2601 186 166 92 72 2415 250 54 49 2165 2141 341 2031 56 74 74 1975 319 290 94 196 173 134 196 80
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=31
num_cat=0
split_feature=4 2 3 12 38 40 42 2 457 1 14 45 13 41 4 3 16 16 52 157 0 3 42 130 0 160 15 4 1 13
split_gain=0.45171 0.15403 0.112913 0.0787657 0.0715875 0.0932958 0.0750798 0.0636558 0.0533359 0.0505056 0.0490579 0.0477703 0.0461176 0.0455605 0.0661068 0.142385 0.0929736 0.0829463 0.0816351 0.110122 0.0625687 0.0529435 0.047477 0.0581206 0.0523777 0.0756907 0.0649193 0.0754529 0.0475174 0.0454515
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 -0.010834999999999999 0.091770000000000004 -0.0036699999999999992 -0.011544999999999998 0.25063000000000007 0.31508000000000008 0.08592000000000001 0.019675000000000002 0.084355000000000013 -0.0093149999999999986 0.085095000000000018 -0.42529999999999996 -0.16726499999999997 0.25084500000000004 0.013515000000000001 -0.45478499999999994 -0.06266999999999999 0.047850000000000011 -0.10519499999999998 -0.16797499999999996 0.11957000000000002 -0.10096999999999999 0.088755000000000014 -0.11033999999999998 0.052250000000000012 0.085605000000000014 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 10 -2 11 13 -8 14 16 -16 21 22 -19 -20 -18 -5 -17 24 25 26 -24 28 -28 -12
right_child=7 -3 -4 8 -6 -7 12 -9 -10 -11 29 -13 -14 -15 15 17 20 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0089497268291827484 0.0076511939479546112 -0.00038069598094531989 0.0023418707853124945 0.015589674531171719 0.00942771635178862 -0.00092769871285605817 0.0050954959592049466 -0.0023112519799421234 0.0016142543870955707 0.0026973742778379425 0.010301478959819569 0.010609806829222268 0.00085377651072728131 0.0025742593592170768 -0.0018454529275186361 0.011188890369465718 0.0022578632861206482 0.0071420398018108254 -0.0021858473502409954 0.004929701230227285 0.008153655419462464 0.0091345590159848892 0.0080430429013496323 0.0029635816938369665 0.0071710727294537306 0.01028733338814793 0.0034408933527412867 0.0053811132668215578 -0.0031383997773366938 0.0049970824448835292
leaf_weight=38 22 33 64 24 29 31 89 24 20 319 70 31 36 27 20 26 22 160 24 232 99 27 37 37 1425 26 21 64 23 21
leaf_count=38 22 33 64 24 29 31 89 24 20 319 70 31 36 27 20 26 22 160 24 232 99 27 37 37 1425 26 21 64 23 21
internal_value=0 0.00641024 0.00649254 0.00659244 0.00479359 0.00410086 0.00505721 0.00266663 0.00675711 0.00301698 0.00679969 0.00671054 0.00387388 0.00665784 0.00670648 0.00655175 0.00859111 0.00663269 0.00537009 0.00426262 0.00708169 0.0121723 0.00694929 0.00688179 0.00697262 0.00531889 0.004428 0.00318951 1.7174e-06 0.00907739
internal_weight=0 2756 2723 2659 223 194 163 365 2436 341 2416 2325 125 2294 2267 2095 172 2075 416 256 121 51 1659 1633 1596 171 145 108 44 91
internal_count=3121 2756 2723 2659 223 194 163 365 2436 341 2416 2325 125 2294 2267 2095 172 2075 416 256 121 51 1659 1633 1596 171 145 108 44 91
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=31
num_cat=0
split_feature=1 2 16 52 129 2 97 3 132 34 2 14 15 11 11 1429 149 49 157 15 1 4 4 15 12 13 130 157 157 1372
split_gain=0.370082 0.112519 0.0789017 0.130706 0.0832656 0.0765805 0.0631578 0.0582002 0.0907861 0.0593171 0.0706058 0.055775 0.0534237 0.0621501 0.0525481 0.049651 0.0498302 0.0773271 0.0625135 0.0495959 0.0715458 0.0486787 0.0483594 0.0478978 0.0461314 0.0524472 0.0478777 0.0455866 0.059546 0.0591066
threshold=0.12000500000000001 0.10252500000000002 0.40020000000000006 0.039215000000000007 0.089245000000000005 0.13404500000000005 -0.083924999999999986 0.30112000000000005 0.10365500000000001 -0.038779999999999995 0.11510000000000002 -1.0000000180025095e-35 -0.07490999999999999 0.090070000000000025 0.095360000000000014 -0.092414999999999983 0.079000000000000015 -0.15302999999999997 -0.24909499999999998 -0.40580499999999992 0.13869000000000004 0.42642000000000008 -0.04890499999999999 -0.17952999999999997 -0.081419999999999979 -0.043669999999999994 -1.0000000180025095e-35 -0.089089999999999989 -0.087424999999999989 -0.082274999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 21 -5 -1 9 19 -2 -11 -8 -4 -14 15 -13 17 -17 -19 -9 -21 23 -12 -3 -24 -26 -27 -20 -29 -30
right_child=7 2 12 5 -6 -7 11 8 -10 10 22 14 13 -15 -16 16 -18 18 27 20 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=0.0017539855281497832 -0.00087424104073734004 -0.0018602742644196206 0.010886579569753099 0.0069940027769230034 -0.0034598062912534391 0.00088959234999492771 0.01076580540348704 0.0019005577343151623 0.0049178351149229069 0.0060158310603583235 0.0067274038563482465 0.010414994762713495 0.0045556726008903472 0.0093268284380125504 0.0010042458625684958 -0.00014958388288505376 0.010077476715518823 0.0014902960019314597 0.0090887517766812097 -0.00014856978862856824 -0.0082469427585601801 0.0067391498479992158 0.0050256034968277586 0.0030386596166008958 -0.0037341819901484997 -0.0016492244828006496 0.0042942388110201466 0.00066009793896228087 0.011421088086042022 0.0060862421652497093
leaf_weight=33 33 22 23 143 21 24 26 23 28 80 20 27 113 36 20 20 31 29 52 24 20 32 26 215 24 23 33 20 21 1879
leaf_count=33 33 22 23 143 21 24 26 23 28 80 20 27 113 36 20 20 31 29 52 24 20 32 26 215 24 23 33 20 21 1879
internal_value=0 0.00575215 0.00457524 0.00388813 0.00260477 0.00611672 0.00609519 0.00222963 0.00013587 0.00306187 0.00369242 0.00616261 0.00640086 0.00570844 0.00610559 0.00615466 0.00609861 0.00603757 0.00609941 -0.00186256 -0.00382965 0.00307821 0.00221723 0.00258391 0.00136626 0.000176967 0.00185317 0.0061672 0.00608807 0.00614521
internal_weight=0 2787 629 457 290 167 2158 334 95 239 206 2125 172 149 2099 2079 2052 2021 2001 67 44 269 126 237 106 80 56 1972 1920 1900
internal_count=3121 2787 629 457 290 167 2158 334 95 239 206 2125 172 149 2099 2079 2052 2021 2001 67 44 269 126 237 106 80 56 1972 1920 1900
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=31
num_cat=0
split_feature=4 2 3 30 52 3 13 4 13 15 9 159 1455 1453 52 16 49 483 39 130 0 3 15 12 48 11 3 157 0 13
split_gain=0.308018 0.103696 0.073178 0.0564077 0.0526712 0.0586357 0.0700473 0.0751928 0.0691967 0.0611123 0.091182 0.0468598 0.04537 0.0633465 0.0607914 0.061799 0.07379 0.0627633 0.0583943 0.0659911 0.0691809 0.0628325 0.168765 0.0489743 0.0624898 0.107107 0.0567638 0.0514696 0.0551244 0.0792332
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.088065000000000018 0.039215000000000007 0.31370500000000007 -0.15714499999999998 0.40473500000000007 -0.47860499999999995 -0.46743999999999997 -1.0000000180025095e-35 0.10620500000000001 -0.23681499999999997 -0.13306499999999996 -0.56176499999999996 -0.071359999999999993 -0.23803499999999997 0.049115000000000006 -1.0000000180025095e-35 -0.081769999999999995 0.18019500000000002 0.10732000000000001 -0.0088349999999999974 0.09320500000000001 0.087380000000000013 0.078065000000000009 -0.11171999999999999 -0.06588999999999999 -0.033209999999999996 0.095120000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 -2 -8 -7 10 -9 -6 -1 -14 -15 17 -17 -16 -18 -20 21 23 -23 24 25 26 -21 -25 -29 -30
right_child=4 -3 -4 -5 11 8 7 9 -10 -11 -12 -13 13 14 15 16 18 -19 19 20 -22 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.0086496371376727308 0.0069206829612644821 -0.00037277177528294769 0.0019252658577897819 0.00030455631521445788 0.0056467533663201799 0.0016678616268715513 -0.0037264513315167281 0.00069541296079045258 -0.0062964539497625087 0.0010597589020080005 0.009907709275880321 0.0009720480200485327 -0.00026972105260938408 0.0083527435267121714 0.0056510522880712519 0.010464963329065106 0.0098624553891237497 0.008682157361580135 -0.00042116789333522325 0.0015540467659858142 -0.00066999740918855313 0.0077601901128549469 -0.004140279033722786 0.00033359251718855269 0.0036129243435570977 0.011612241137247053 0.0058145578330212767 0.0048931997100950383 -0.003138073345392265 0.0050904342923313384
leaf_weight=42 26 33 64 22 65 24 25 21 20 130 22 32 20 67 1064 23 22 73 25 33 23 22 26 33 150 31 597 339 22 25
leaf_count=42 26 33 64 22 65 24 25 21 20 130 22 32 20 67 1064 23 22 73 25 33 23 22 26 33 150 31 597 339 22 25
internal_value=0 0.0051992 0.00526672 0.00534715 0.00210784 0.00138514 0.00204071 0.0013999 -0.00195228 0.0021407 0.00540868 0.00410458 0.00538922 0.00533645 0.00537999 0.00530058 0.00484852 0.00584566 0.00475269 0.00466792 0.00476571 0.00486353 0.0013141 0.00500205 0.0054556 0.00587376 0.00559139 0.00412417 0.00444823 0.00123879
internal_weight=0 2756 2723 2659 365 268 224 198 44 173 43 97 2637 2595 2575 2508 1371 1137 1348 1326 1301 1278 48 1230 811 661 630 419 386 47
internal_count=3121 2756 2723 2659 365 268 224 198 44 173 43 97 2637 2595 2575 2508 1371 1137 1348 1326 1301 1278 48 1230 811 661 630 419 386 47
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 11 16 49 0 1456 13 0 0 3 3 4 10 15 2 13 15 48 160 1446 402 132 4 3 3 0
split_gain=0.249494 0.0839939 0.064485 0.0858056 0.071503 0.0500606 0.0520434 0.0682948 0.0766734 0.052716 0.0522956 0.0471602 0.122433 0.0791536 0.0745263 0.0780235 0.0669503 0.0529513 0.0534767 0.0442071 0.0421372 0.0484992 0.0728012 0.0526598 0.039955 0.0453955 0.046688 0.0761423 0.0700831 0.0803968
threshold=0.27044500000000005 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 -0.083654999999999993 0.091795000000000015 -0.15012499999999998 -0.0069299999999999995 -0.14226499999999997 -0.00059999999999999995 -0.081029999999999977 -0.10836499999999999 -0.13027499999999997 -0.010424999999999999 0.31534000000000006 0.42642000000000008 -1.0000000180025095e-35 -0.15914499999999995 0.11411 -0.061684999999999997 -0.15914499999999995 0.089350000000000013 -0.40957499999999997 0.111445 0.012085000000000002 -0.088439999999999977 -0.08835999999999998 -0.091869999999999993 -0.086424999999999988 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 5 -5 6 -4 -8 -9 -10 -11 12 14 -13 15 17 -15 -2 -19 -18 -1 23 -23 24 -22 -26 -27 -28 -29 -30
right_child=11 -3 3 4 -6 -7 7 8 9 10 -12 13 -14 16 -16 -17 19 18 -20 -21 21 22 -24 -25 25 26 27 28 29 -31
leaf_value=0.0075538578130363021 -0.0026399805129546186 -0.00033549470692488477 0.0072381052573641334 -0.0037049427675083279 0.0026843150787002651 0.0078337032719337871 0.00789993249763472 -0.001101570199490666 0.0072209612184832269 0.00085243193588227224 0.0040846828821509097 0.0026504624146452575 0.009053720598076952 -0.0064348381198942664 -0.0027010916233328837 0.0073195107957167967 0.0017149890484288337 0.005761845780145978 -0.00077387493857670401 -0.0038478332385420799 0.0048142502874221746 -0.0022866216266993434 0.0040977295712192477 0.0090060101020807293 0.0014946416902239437 0.0030185882795402516 0.01155263566742501 0.0021591541171073914 0.0045426601622961717 0.008907626746920869
leaf_weight=64 23 33 52 20 141 42 39 33 43 61 279 112 29 20 28 31 50 31 21 20 1434 20 167 34 20 35 31 35 73 100
leaf_count=64 23 33 52 20 141 42 39 33 43 61 279 112 29 20 28 31 50 31 21 20 1434 20 167 34 20 35 31 35 73 100
internal_value=0 0.00467928 0.00474005 0.00392065 0.00189062 0.00451597 0.00424113 0.00389862 0.0035235 0.003922 0.00350478 0.00189706 0.00316244 0.000875979 0.00188747 0.00309954 -0.00133227 0.00135528 0.00312242 0.000125611 0.00502906 0.00494615 0.00341491 0.00510866 0.00503198 0.00609395 0.00642967 0.0069292 0.00624013 0.00706576
internal_weight=0 2756 2723 710 161 549 507 455 416 383 340 365 163 202 134 106 90 75 52 70 2013 1949 187 1762 1728 294 274 239 208 173
internal_count=3121 2756 2723 710 161 549 507 455 416 383 340 365 163 202 134 106 90 75 52 70 2013 1949 187 1762 1728 294 274 239 208 173
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=31
num_cat=0
split_feature=4 3 9 123 15 39 3 52 376 4 3 0 159 48 4 16 1212 149 10 15 484 484 1204 1375 49 1455 1455 159 1429 157
split_gain=0.203913 0.0713311 0.0633709 0.070816 0.0550699 0.0637151 0.103555 0.0709554 0.053797 0.050861 0.103487 0.078421 0.0598051 0.073122 0.0755192 0.0505496 0.143451 0.0482195 0.0492395 0.0402771 0.0370816 0.0696498 0.0365398 0.0363427 0.0525294 0.0357706 0.0468152 0.049798 0.046646 0.056215
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 -0.14601999999999996 0.08568000000000002 -0.03694999999999999 -0.085984999999999992 0.083960000000000021 -0.085409999999999986 0.11296500000000002 -0.033209999999999996 -0.085179999999999992 0.092475000000000016 -0.51843499999999987 -0.08231999999999999 0.089125000000000024 0.091325000000000003 -0.079859999999999987 0.088235000000000022 0.096415000000000015 0.093765000000000015 -0.016569999999999994 0.083895000000000011 0.089420000000000013 -0.24112999999999998 -0.088559999999999986 -0.092414999999999983 0.087545000000000012 0.10891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 23 9 -7 -8 -9 12 11 25 -6 14 -14 19 -17 18 -2 22 21 -20 -16 24 -4 -11 -27 -28 29 -29
right_child=17 -3 4 -5 5 6 7 8 -10 10 -12 -13 13 -15 15 16 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0036497824692300392 -0.0018637955260391418 0.0011401006873786347 0.0093966045770615056 0.0041578328531333966 0.008978477712953464 -0.0044851839976035998 0.0069176417987438154 0.0037907366023991135 -0.001548416855530377 0.0074772544910332991 -0.0022477375253220091 -0.0011181317097334951 0.0099800963811503621 0.00055295897381646289 0.0036904116554069334 0.0048279468025224136 -0.0039469804661348461 0.0061217824317282071 0.001791754626675746 0.0026870480539011106 -0.0017279102278944967 0.0077628562858860417 0.0084753067166724282 0.0024484778899932281 0.0050371229823213074 0.0010649241016815519 0.005872074959402466 0.0043573745284090698 0.0010410879738628864 0.00091196249799840921
leaf_weight=21 39 73 52 26 40 20 37 46 32 35 25 27 32 35 20 272 20 24 280 21 26 21 79 20 59 45 187 1411 47 49
leaf_count=21 39 73 52 26 40 20 37 46 32 35 25 27 32 35 20 272 20 24 280 21 26 21 79 20 59 45 187 1411 47 49
internal_value=0 0.00422396 0.00430866 0.000669324 0.00437417 0.00426862 0.0021561 0.00331111 0.00160031 0.00439023 0.00414195 0.00423064 0.00526378 0.00495358 0.00530047 0.00493701 0.00422692 0.00177954 0.0014948 0.00666488 0.00189537 0.00220834 0.00750866 0.00637239 0.0070794 0.00431205 0.00424835 0.00433291 0.00414192 0.00424174
internal_weight=0 2731 2658 47 2611 2480 135 115 78 2345 1826 1801 519 479 444 412 292 390 366 120 327 301 99 131 111 1774 1739 1694 1507 1460
internal_count=3121 2731 2658 47 2611 2480 135 115 78 2345 1826 1801 519 479 444 412 292 390 366 120 327 301 99 131 111 1774 1739 1694 1507 1460
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 124 2 14 1 1 3 48 49 475 15 156 15 1 1 160 133 12 1 47 15 3 16
split_gain=34.2133 5.58417 3.37191 2.97601 2.06153 1.75973 0.995028 0.894963 0.890798 0.837658 0.797088 0.535682 0.522436 0.779662 0.516103 0.355678 0.350833 0.428009 0.4032 0.396435 0.667777 0.355027 0.283529 0.298126 0.283223 0.274286 0.255217 0.252673 0.242857 0.296819
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092120000000000021 0.13501500000000002 0.13082500000000002 -0.080389999999999989 0.10672500000000001 0.062655000000000016 0.15799000000000005 0.080270000000000022 -0.12018999999999998 -0.015314999999999997 -0.08130999999999998 -0.07675499999999999 0.040760000000000005 1.0000000180025095e-35 -0.21699999999999997 0.090840000000000018 1.0000000180025095e-35 0.010565000000000001 0.057185000000000007 0.095935000000000006 0.11588000000000001 0.090100000000000013 -1.0000000180025095e-35 0.30112000000000005 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 10 14 11 15 25 12 28 -1 -14 -7 -5 -16 18 19 -18 22 -19 23 27 -25 -6 -3 -21 29 -4
right_child=1 2 7 8 9 6 -8 -9 -10 -11 -12 -13 13 -15 16 -17 17 21 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012518957088509298 0.0011909728943827801 0.00062146048876577059 0.00041493110790074851 0.0009067685164926997 0.0012069069552144 0.00088608321523768636 0.00084663524520294322 0.00075754572904852433 0.0011403948757327906 0.0007085501314962611 0.0014517789472137199 0.00019344455648620588 0.00086836135173155588 0.001193804711797366 0.0012773880915650749 0.000616257981389992 0.0013187137304567823 0.0011752085885682476 0.0012283787657232845 0.0010290631987045337 0.00076285039886039179 0.0014159834473654249 0.0011794041550042581 0.0012415593011815202 0.0010315654233873817 0.00096541295360399722 0.00081074248780222498 0.00082038257782365766 0.00035459211973286179 0.00059438367801768895
leaf_weight=973 74 190 74 26 40 30 48 34 28 30 62 35 30 500 73 43 23 184 75 87 28 27 80 43 58 33 32 30 63 68
leaf_count=973 74 190 74 26 40 30 48 34 28 30 62 35 30 500 73 43 23 184 75 87 28 27 80 43 58 33 32 30 63 68
internal_value=0 0.000682814 0.000620037 0.001182 0.000755116 0.00119589 0.00112019 0.000459815 0.000845424 0.000984383 0.0012339 0.000417637 0.00122492 0.00117538 0.00113798 0.000725726 0.00114866 0.00113386 0.00109795 0.00106992 0.00105236 0.00120602 0.00107956 0.00104293 0.00112097 0.00109774 0.000648744 0.000975555 0.000455914 0.000500866
internal_weight=0 673 599 2448 325 2351 786 274 97 103 1565 240 1503 530 738 69 708 635 424 349 326 211 298 218 101 73 222 117 205 142
internal_count=3121 673 599 2448 325 2351 786 274 97 103 1565 240 1503 530 738 69 708 635 424 349 326 211 298 218 101 73 222 117 205 142
is_linear=0
shrinkage=0.00196078


Tree=5610
num_leaves=31
num_cat=0
split_feature=1 2 123 4 3 42 14 1 48 97 48 455 15 11 48 4 0 4 0 0 16 151 16 3 13 4 0 10 2 10
split_gain=0.24205 0.0747495 0.0586596 0.0502483 0.0572243 0.0836768 0.0465031 0.0451646 0.0449438 0.0436116 0.0430747 0.0427936 0.0436717 0.0916963 0.0646275 0.0895103 0.133621 0.117686 0.0636129 0.11013 0.110556 0.0603713 0.0542089 0.0530297 0.0528035 0.045825 0.0438642 0.0425512 0.0738444 0.0649857
threshold=0.11910500000000002 0.10252500000000002 0.085290000000000019 -0.42529999999999996 -0.096099999999999977 0.081660000000000024 0.076175000000000007 0.099195000000000019 0.097500000000000017 -0.083924999999999986 0.081805000000000017 0.092320000000000013 -0.11033999999999998 0.081790000000000015 0.088735000000000022 -0.17966999999999997 -0.064339999999999994 -0.053309999999999989 -0.10607499999999999 -0.14226499999999997 -0.27167499999999994 -1.0000000180025095e-35 0.22339500000000004 -0.10519499999999998 -0.097984999999999989 0.0061450000000000003 -0.099059999999999995 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 7 9 -5 -6 -1 -4 12 24 14 15 23 18 -18 19 21 -21 -17 -16 -14 -11 26 -20 28 29 -2
right_child=27 2 10 4 8 -7 -8 -9 -10 11 -12 -13 13 -15 22 16 17 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012560306381601549 0.0010843757190741599 0.0062790828450561519 -0.0019074587679157656 -0.0046062968678914169 0.0046020587743981125 0.0052569712054983328 0.0072922731683045354 0.0015339516513049602 0.0016535656803827179 0.010920279746389261 0.0037763831050445641 0.0095795158925466237 0.012615686752611682 -0.0016276458495254208 0.0037169773360735481 0.0029597232336527669 -0.0050574242286384108 0.0044642205143140424 0.010017389715649187 0.0037001777614932511 -0.0061139697949825367 0.0098600331687651172 -0.0014416687004268171 0.0067641637766520674 0.0057676011027267757 0.0032810030119052452 0.0052990075420716754 -0.00090163203421980145 0.0012966265640414615 0.0065774825979925461
leaf_weight=32 33 87 30 23 339 31 86 25 61 23 24 20 21 22 110 32 25 27 20 24 22 21 25 59 147 114 1325 46 205 62
leaf_count=32 33 87 30 23 339 31 86 25 61 23 24 20 21 22 110 32 25 27 20 24 22 21 25 59 147 114 1325 46 205 62
internal_value=0 0.00473539 0.00376778 0.00406823 0.00366667 0.00120722 0.00501378 -0.00140825 0.00415241 0.00491907 0.000618693 0.00497661 0.00493097 0.0047898 0.00486716 0.00503535 0.00487313 -0.000113493 0.00503956 0.00258655 -0.000993545 0.00569381 0.00276167 0.00830019 0.00646473 0.00520601 0.00536917 0.00193041 0.00236466 0.00466935
internal_weight=0 2775 620 566 479 79 2155 48 400 2069 54 2037 2017 1847 1825 1690 1610 52 1558 99 46 53 135 80 170 1459 1345 346 300 95
internal_count=3121 2775 620 566 479 79 2155 48 400 2069 54 2037 2017 1847 1825 1690 1610 52 1558 99 46 53 135 80 170 1459 1345 346 300 95
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 4 2 2 4 2 11 2 42 0 49 157 2 1 1 40 1 1429 1 133 2 43 4 15 50 15
split_gain=24.728 3.92066 1.81728 1.80772 1.50584 1.26529 1.18924 0.920113 0.743285 0.829207 0.651538 0.710932 0.530874 0.385609 0.357662 0.333374 0.330856 0.29527 0.28017 0.260771 0.254427 0.341141 0.219103 0.221751 0.208514 0.194251 0.229871 0.252035 0.180725 0.156223
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.40124500000000002 0.14122000000000004 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.092120000000000021 -0.0060199999999999993 -0.086074999999999985 -0.054984999999999992 -0.0041249999999999993 0.10381000000000001 0.16175000000000003 0.11669000000000002 -0.077474999999999988 0.080270000000000022 0.083420000000000008 0.13075500000000004 -1.0000000180025095e-35 0.087675000000000017 -0.073959999999999984 -0.059649999999999988 -0.10324499999999999 0.041865000000000006 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 7 6 10 19 -9 -10 11 20 -5 -12 -2 -15 -17 28 -11 -3 -1 24 23 -4 -22 -13 -27 -28 29 -6
right_child=1 4 22 12 17 -7 -8 8 9 18 13 25 -14 15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010377851779892141 0.00067683741432842488 0.0004591265749256214 0.0004447463390196602 0.00098808704478642946 0.00031165550775117849 0.00055463382656521657 0.0006671282731794758 0.00094395585065963216 0.00085172329219727731 0.00056167386778501209 0.001230184339425143 0.00098276317352446519 0.00064169391824139485 0.0011864951954168432 0.00094357920589332664 0.0007333402539256448 0.0010817957859413296 4.3854370899134326e-05 0.00040673821730584608 0.00025469476457539141 0.0010050006526417551 0.00076051039613929448 0.00037973701932583173 0.00069210955486762634 0.00082776711505655801 0.00096837372939084093 0.0009873632032178514 0.00083432604545753393 0.00044374107116577671 0.00010337992117046288
leaf_weight=970 23 47 22 22 45 25 41 20 30 114 74 261 75 30 121 20 22 21 74 49 466 25 24 38 27 168 55 167 25 20
leaf_count=970 23 47 22 22 45 25 41 20 30 114 74 261 75 30 121 20 22 21 74 49 466 25 24 38 27 168 55 167 25 20
internal_value=0 0.000558194 0.000767275 0.000982577 0.000451069 0.0009934 0.000998116 0.000516824 0.000582186 0.000548996 0.00100405 0.000995404 0.000720257 0.00113079 0.000900975 0.00102863 0.000915865 0.000253212 0.000500689 0.000354781 0.00101905 0.000983963 0.000538075 0.00060141 0.000995294 0.00094136 0.000913652 0.000872241 0.000302062 0.000247571
internal_weight=0 673 228 2448 445 2351 2326 334 238 218 2285 2139 97 146 144 72 42 111 188 96 1488 518 84 60 493 651 390 222 90 65
internal_count=3121 673 228 2448 445 2351 2326 334 238 218 2285 2139 97 146 144 72 42 111 188 96 1488 518 84 60 493 651 390 222 90 65
is_linear=0
shrinkage=0.00196078


Tree=5612
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 1 2 2 3 0 1 1 47 12 15 0 12 12 160 4 3 14 4 47 4 12 150
split_gain=32.2704 5.07696 2.8203 2.77034 1.90466 1.40596 1.00329 0.951417 0.926834 0.756306 0.742311 0.667012 0.582789 0.796596 0.575741 0.558456 0.474937 0.370717 0.267021 0.265629 0.251462 0.249498 0.247477 0.286832 0.243512 0.227802 0.21492 0.211633 0.209659 0.206579
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.13501500000000002 0.11658 -0.10096999999999999 0.085345000000000018 0.15471500000000002 0.078875000000000015 0.087625000000000022 -0.028889999999999996 -0.14723999999999998 0.084290000000000018 0.11472500000000001 0.050340000000000003 -0.52556499999999995 -0.13927999999999999 -0.45687499999999998 0.033845000000000007 0.090100000000000013 -0.0070899999999999991 0.10124000000000001 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 12 14 17 27 11 29 13 18 20 21 22 -5 -1 -20 24 -15 -14 -24 -4 -18 -3 -6 -29 -7
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 -13 16 15 -16 -17 25 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013435476268764443 0.0011667528029997286 0.00060898732547758777 0.00064112003944835074 0.0011380635665066798 0.0012221395485903146 0.0011279550131290635 0.0014077552606193183 0.0007596667913229426 0.00071554361702569943 0.00066749327963563649 0.00081129525851340314 0.00077883631852303258 0.0014432775818444543 0.00063216099771214466 0.00021918193601510103 0.0011894500372456567 0.0011735665470270231 0.00081933239543372221 0.00092819000722146503 0.0011885832931711067 0.00067012151624976091 0.00091683484054724059 0.0010069029575044458 0.0012343430576945379 0.00041603890831290777 0.0010333605008071593 0.00078268468325190684 0.0010990661016979373 0.00085772607022640754 0.00092286667256963025
leaf_weight=29 71 190 21 47 21 338 81 37 66 26 39 24 21 20 44 20 856 20 20 61 21 29 22 688 154 47 32 31 25 20
leaf_count=29 71 190 21 47 21 338 81 37 66 26 39 24 21 20 44 20 856 20 20 61 21 29 22 688 154 47 32 31 25 20
internal_value=0 0.000670854 0.000612367 0.00115566 0.000736269 0.00117147 0.00119425 0.000466995 0.000880463 0.00095664 0.00106898 0.00109528 0.00118471 0.0010785 0.000421875 0.00091334 0.00119635 0.00104292 0.00118209 0.00112429 0.000467378 0.000800641 0.0012335 0.0012273 0.000443049 0.00116627 0.000634025 0.00105427 0.000991325 0.0011165
internal_weight=0 673 602 2448 325 2315 1894 277 133 103 421 382 1813 179 240 69 1634 67 110 81 196 49 731 710 175 903 222 77 56 358
internal_count=3121 673 602 2448 325 2315 1894 277 133 103 421 382 1813 179 240 69 1634 67 110 81 196 49 731 710 175 903 222 77 56 358
is_linear=0
shrinkage=0.00196078


Tree=5613
num_leaves=31
num_cat=0
split_feature=1 4 2 15 133 132 10 454 10 51 2 0 2 52 2 12 4 4 11 481 3 43 124 1 41 12 13 42 12 1212
split_gain=0.361914 0.0917439 0.0927448 0.0993364 0.084399 0.0898001 0.0785403 0.0695073 0.0776707 0.0809173 0.0710714 0.0641424 0.0606042 0.0578199 0.0564431 0.0629919 0.0495068 0.0459975 0.0636775 0.0723217 0.0527852 0.183898 0.0504405 0.0496237 0.0547646 0.0420187 0.0409705 0.0505205 0.0454967 0.0399837
threshold=0.10337500000000001 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 0.089200000000000015 -1.0000000180025095e-35 -0.39840999999999999 -0.037229999999999992 0.094860000000000014 0.11381000000000001 -0.14451499999999998 0.22582000000000002 -0.0050599999999999994 -0.024714999999999997 1.0000000180025095e-35 0.088725000000000012 0.51388000000000011 0.40124500000000002 1.0000000180025095e-35 -0.050449999999999995 -0.12018999999999998 -0.13868499999999997 -0.076779999999999987 0.090840000000000018 0.08110500000000001 -0.064509999999999984 0.0015850000000000003 -0.093284999999999993 0.089210000000000025 0.12218000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 4 6 5 -3 -4 -7 9 10 -9 17 -12 -6 15 -14 -8 18 20 -20 21 -1 -22 24 -21 -24 27 -27 -28 -29
right_child=1 2 3 -5 13 7 16 8 -10 -11 12 -13 14 -15 -16 -17 -18 -19 19 23 22 -23 25 -25 -26 26 28 29 -30 -31
leaf_value=0.0098213522515904449 0.0066338347271084792 -0.0021599268121644858 0.0080500846775248651 -0.0040178280804426441 -0.0038462394715419838 -0.0010348612442612648 0.0025641188214455424 0.010790511860977859 0.00038346038905508591 0.010826057607594593 2.0263671355608566e-05 0.00064576401907418457 0.011970220897346735 0.0026063336624491326 0.0039530309357879946 0.0057034246526144012 -0.0023012924104415136 0.0015372857961448887 0.0029099031817167997 0.012722670936080463 0.0038256438525507315 -0.0010360460239984932 0.0093904897519170721 0.00631748759187758 0.0066550065547094821 0.0086278237296825207 0.0018370714641531703 0.006186383576050729 0.0056043118073049909 0.0088369595419647076
leaf_weight=26 87 20 20 31 21 20 75 20 33 26 26 21 20 41 168 81 29 21 20 51 86 39 43 34 21 97 37 1608 240 59
leaf_count=26 87 20 20 31 21 20 75 20 33 26 26 21 20 41 168 81 29 21 20 51 86 39 43 34 21 97 37 1608 240 59
internal_value=0 0.00358958 0.00316985 0.00104529 0.00386167 0.00437697 0.00231107 0.00470879 0.00501594 0.00546424 0.00502168 0.00614822 0.00463057 0.000420785 0.00507617 0.00694437 0.00120742 0.00619674 0.00623818 0.00842543 0.00611487 0.00330691 0.00619898 0.00946609 0.0109529 0.00629692 0.00623174 0.00640929 0.00510111 0.0062802
internal_weight=0 718 631 155 476 414 124 394 374 341 315 2403 295 62 269 101 104 2382 2361 126 2235 65 2170 106 72 2084 2041 1764 277 1667
internal_count=3121 718 631 155 476 414 124 394 374 341 315 2403 295 62 269 101 104 2382 2361 126 2235 65 2170 106 72 2084 2041 1764 277 1667
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 4 2 14 1 11 2 1 1 457 47 14 12 49 0 12 3 131 131 13 1 1375
split_gain=26.2016 4.06208 2.35441 1.99791 1.57955 1.35171 1.02287 0.86143 0.81321 0.727475 0.720492 0.543551 0.49207 0.407696 0.338684 0.320362 0.294064 0.582325 0.289236 0.217064 0.256994 0.213386 0.209585 0.190046 0.183699 0.180505 0.18031 0.177171 0.168626 0.166646
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.089885000000000007 0.062655000000000016 0.15471500000000002 1.0000000180025095e-35 0.094835000000000017 0.086920000000000011 0.088975000000000012 0.080930000000000016 0.090100000000000013 -0.45687499999999998 0.11472500000000001 0.088340000000000016 -0.095504999999999993 0.095780000000000018 0.42240500000000009 0.096070000000000016 0.091440000000000007 0.049530000000000012 0.098420000000000021 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 8 18 6 10 12 14 -6 11 15 19 16 -1 -5 23 28 -3 -4 25 -16 -17 29 -14 -21 -2 -24 -18 -12
right_child=1 2 7 5 9 -7 -8 -9 -10 -11 13 -13 24 -15 21 22 17 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012121336633751708 0.0011832449907138024 0.00062811183719631465 0.00069256415721081219 0.0011917075614613557 0.0010615792252006073 0.00069734179562303271 0.00082796544328685639 0.00079561092191501469 0.00074424232625741724 0.00070549453946524394 0.0011225231540806732 0.001362556386617274 0.00039039909310054543 0.0012399440404470478 0.00080898329691681404 0.00099587521349736889 0.00097136473173604291 0.00069869808760496862 0.00082961431996641209 0.00042644026547776059 0.00068507361130999353 0.0010609423788655705 0.0011560537788490391 0.0010673911866692061 0.00013595721118298232 0.00061827926662436777 0.00096530169832940191 0.0010143463287437171 0.0012229350824204701 0.0012908893546053008
leaf_weight=28 54 190 21 927 71 26 38 34 66 32 388 60 24 81 24 43 20 21 32 132 21 28 316 299 20 22 20 38 21 24
leaf_count=28 54 190 21 927 71 26 38 34 66 32 388 60 24 81 24 43 20 21 32 132 21 28 316 299 20 22 20 38 21 24
internal_value=0 0.000690937 0.000637394 0.00112778 0.000750267 0.00114189 0.00114697 0.000503511 0.000905354 0.000950951 0.00115238 0.00118002 0.000462131 0.0011076 0.00103827 0.00117175 0.00109373 0.000964219 0.000657157 0.000504197 0.000481593 0.000944654 0.00112514 0.00110502 0.000274744 0.000453846 0.00112434 0.00114084 0.00110022 0.00113233
internal_weight=0 673 599 2448 325 2302 2276 274 146 103 2238 1384 240 854 80 1324 773 62 222 196 175 52 397 711 44 154 74 354 41 412
internal_count=3121 673 599 2448 325 2302 2276 274 146 103 2238 1384 240 854 80 1324 773 62 222 196 175 52 397 711 44 154 74 354 41 412
is_linear=0
shrinkage=0.00196078


Tree=5615
num_leaves=31
num_cat=0
split_feature=1 3 0 12 2 402 2 13 3 3 40 0 15 3 2 13 13 2 41 158 0 15 3 4 43 133 52 13 13 133
split_gain=0.385375 0.0964901 0.0705442 0.0748084 0.0864758 0.0734525 0.067955 0.0650007 0.0621542 0.104487 0.0803329 0.0561899 0.0546148 0.0514011 0.045912 0.0421958 0.0465098 0.0408513 0.0406101 0.0405087 0.0408458 0.0404623 0.0386803 0.0500923 0.0486945 0.0463409 0.0416089 0.0600984 0.136985 0.106597
threshold=0.10337500000000001 -0.028564999999999997 0.089620000000000019 -0.12529499999999996 0.17760500000000004 0.09277500000000001 0.11474000000000002 -0.49353499999999995 0.088060000000000013 0.11658 -0.063404999999999989 0.22582000000000002 -0.0088349999999999974 0.13524500000000003 -0.13033999999999998 -0.0087749999999999981 -0.081434999999999994 0.10252500000000002 0.083975000000000008 0.07968500000000002 0.11070500000000001 -0.096999999999999989 0.10299500000000002 0.042705000000000007 0.054355000000000007 -1.0000000180025095e-35 0.088555000000000009 -0.013024999999999998 -0.039649999999999998 -0.0097699999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 6 3 5 8 7 -2 -3 10 -10 15 14 13 -11 -1 16 -5 19 -8 20 22 -21 23 26 25 -25 -16 28 -28 -29
right_child=1 2 -4 4 -6 -7 18 -9 9 12 -12 -13 -14 -15 17 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0019414371302859349 0.0062615180794660212 0.0048229665946564644 -0.0029621477518230678 0.00022683796007186174 -0.0035125151826915419 0.0014318931451998652 0.0019760620669165454 0.012885264721699059 0.0087199034391960608 0.0074629051856148487 -0.0017639071292554339 0.0012930823711767084 -0.00094251395684891734 0.00259221707805036 0.0070183357308445105 -0.0007694516195139538 0.0059012606372282166 0.0055722103029988181 0.006937127334198781 0.011026395087105198 0.010569716509431601 0.0073829588107495563 0.0025936153605580332 9.673656298626407e-05 0.0079251716393628161 0.0049787432650376462 0.0059864916773324766 -0.00036957131233066325 0.013318862260452339 0.0058787332262037343
leaf_weight=22 197 20 20 20 22 20 77 20 40 30 51 21 29 78 1160 21 52 374 21 37 25 173 25 29 32 59 283 38 28 97
leaf_count=22 197 20 20 20 22 20 77 20 40 30 51 21 29 78 1160 21 52 374 21 37 25 173 25 29 32 59 283 38 28 97
internal_value=0 0.00380288 0.00283478 0.00312247 0.00255263 0.00638004 0.00519104 0.00885412 0.00296831 0.00422341 0.00142559 0.00644316 0.00291056 0.00394519 0.00648856 0.00317466 0.00432503 0.00653095 0.00303915 0.0067115 0.0065562 0.0080249 0.0064989 0.00655546 0.00458464 0.0033699 0.00670272 0.00588184 0.00664664 0.00411995
internal_weight=0 718 423 403 343 60 295 40 321 177 144 2403 137 108 2382 93 72 2360 98 1986 1776 210 1751 1726 120 88 1606 446 311 135
internal_count=3121 718 423 403 343 60 295 40 321 177 144 2403 137 108 2382 93 72 2360 98 1986 1776 210 1751 1726 120 88 1606 446 311 135
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 14 2 1 2 4 4 4 2 1 3 475 150 3 51 50 47 14 16 48 1 0 160
split_gain=19.3625 3.28356 2.03507 1.49405 1.0389 0.916265 0.667386 0.516127 0.500368 0.48818 0.367322 0.316208 0.312076 0.297759 0.226486 0.23823 0.244581 0.396571 0.217177 0.180308 0.174792 0.170409 0.281445 0.168136 0.171211 0.154293 0.204757 0.16333 0.153287 0.152428
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.099515000000000006 0.13082500000000002 0.14122000000000004 0.062655000000000016 0.10672500000000001 0.09253500000000002 0.14285500000000004 0.42051500000000003 0.27044500000000005 -0.55119499999999988 0.092365000000000017 0.080270000000000022 -0.116045 -0.066784999999999983 1.0000000180025095e-35 -0.13309499999999996 0.0038750000000000004 0.081075000000000022 1.0000000180025095e-35 -0.23083499999999998 -0.42170999999999997 0.085130000000000025 0.11323000000000001 -0.030209999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 8 11 18 13 -6 -5 12 -4 14 -1 16 -16 -18 -7 20 -20 -19 -23 24 -3 27 -27 -26 -22 -14
right_child=1 2 6 10 9 7 -8 -9 -10 -11 -12 -13 29 -15 15 -17 17 21 19 -21 28 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0010060059753331271 0.00079600388843516191 0.00049897561856435937 0.0003819255216995698 0.00070575271908198127 0.00071075888729286139 0.00085033737366495559 0.00048451794954989087 0.0005037116413265252 0.00096802826359545114 0.00040382162966077627 0.00045141488064005033 0.00011666762822073478 0.00032427391414743622 0.00056770467619393389 0.00083380646512600681 0.00075323670671012316 0.00051026884813372994 0.00080487650967197525 0.00085150019446918873 0.00054490765002215824 0.00072460006257447712 0.0005562583885034086 0.00083720379510436474 0.00050044198046483651 0.00050626336046460626 0.00017095227358430933 0.0003592445540169708 0.00029624883569411784 0.00055434415631540747 0.00014142417927310544
leaf_weight=22 76 32 52 34 76 54 37 41 76 27 61 99 24 20 980 279 20 437 39 22 268 29 26 46 35 34 64 24 22 65
leaf_count=22 76 32 52 34 76 54 37 41 76 27 61 99 24 20 980 279 20 437 39 22 268 29 26 46 35 34 64 24 22 65
internal_value=0 0.000411506 0.000363991 0.000783482 0.000466099 0.000793289 0.000239395 0.000713353 0.000812162 0.0006303 0.000542441 0.000201606 0.000261243 0.000805629 0.000808283 0.000805826 0.000815661 0.000780928 0.000734576 0.000716766 0.000728258 0.000791931 0.000689069 0.000394131 0.000368256 0.000341613 0.000293919 0.000420834 0.000711684 0.000190732
internal_weight=0 691 615 2430 338 2335 277 446 1889 103 95 240 141 1813 1793 1771 1492 512 405 351 329 492 55 235 189 157 98 59 290 89
internal_count=3121 691 615 2430 338 2335 277 446 1889 103 95 240 141 1813 1793 1771 1492 512 405 351 329 492 55 235 189 157 98 59 290 89
is_linear=0
shrinkage=0.00196078


Tree=5617
num_leaves=31
num_cat=0
split_feature=4 3 39 457 0 13 42 1 52 14 16 149 1 14 12 4 11 481 11 11 12 15 3 13 52 42 1208 133 0 15
split_gain=0.399157 0.123916 0.0935433 0.0635406 0.0592431 0.112925 0.0659151 0.0571204 0.0541641 0.0531682 0.0831577 0.126389 0.0712105 0.0594872 0.0543244 0.0478108 0.0455103 0.0632162 0.063138 0.0546905 0.0586546 0.050818 0.0442498 0.159236 0.10639 0.0509854 0.0606601 0.0572159 0.045551 0.0435014
threshold=0.27044500000000005 0.20828500000000003 0.056590000000000008 0.26807500000000006 -0.019414999999999998 -0.0075049999999999987 -0.0060199999999999993 0.14699000000000004 0.039215000000000007 -0.47013499999999991 -0.42170999999999997 0.07770500000000001 0.13559000000000002 -0.42214499999999994 0.09364500000000002 0.50500500000000004 1.0000000180025095e-35 -0.051484999999999996 0.086080000000000018 0.08976000000000002 0.098810000000000023 0.040760000000000005 -0.11255999999999998 0.14871000000000004 -0.080114999999999978 0.11457500000000002 0.099975000000000008 0.40431 -0.055064999999999996 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 6 -6 -4 8 9 -2 11 14 13 -12 -11 -10 22 -18 21 -20 -21 -19 23 24 -1 -24 27 28 -27 -9
right_child=7 -3 4 -5 5 -7 -8 29 15 10 12 -13 -14 -15 -16 -17 17 18 19 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0051168465731842895 0.0067703022966161376 0.0021549529076641981 0.0082792094692454819 0.0017395175361473647 0.0056645266987659319 -0.0038707742639614838 0.0038877126266273253 0.0020146356722606082 0.0082915667827953322 0.0030537392509397757 0.00025167112526971672 0.010639522545970977 0.0033165300939193309 -0.0072752483765639005 -0.0025719114776057679 0.0033687121668914731 0.0027412246214225892 0.0080142751500448771 0.002824101399164647 0.011863101356928904 0.0057967471525173743 0.013272695847554134 0.0066433077186183664 0.0080358278173789915 0.0042291949021405189 -0.00049452218047987958 0.0083204871695646016 0.0059978133239048095 0.0049735815627500422 -0.0035838114846821717
leaf_weight=21 25 74 49 28 27 23 113 35 34 94 21 20 24 21 21 47 20 34 24 28 37 40 1994 57 29 39 37 57 25 23
leaf_count=21 25 74 49 28 27 23 113 35 34 94 21 20 24 21 21 47 20 34 24 28 37 40 1994 57 29 39 37 57 25 23
internal_value=0 0.00619176 0.00630314 0.00647616 0.0042873 0.00127829 0.005216 0.00267265 0.0032164 0.0024212 0.00188027 0.00330246 -0.00102876 -0.00351179 0.00202645 0.0054351 0.00653047 0.00804723 0.00869827 0.00690365 0.00840995 0.0108567 0.0064076 0.00442276 0.000303857 0.00650629 0.00477713 0.00369362 0.00164146 -0.000205438
internal_weight=0 2756 2682 2470 212 50 162 365 307 226 201 135 66 42 115 81 2442 183 163 89 65 74 2259 107 50 2152 158 121 64 58
internal_count=3121 2756 2682 2470 212 50 162 365 307 226 201 135 66 42 115 81 2442 183 163 89 65 74 2259 107 50 2152 158 121 64 58
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 42 4 2 2 1 1429 34 52 3 4 47 14 50 51 1 475 1 1 52 39 2
split_gain=28.816 4.82793 2.92508 2.37543 1.70457 1.51628 1.15461 1.02977 0.974945 0.70092 0.693821 0.668594 0.667487 0.385682 0.50835 0.366335 0.280184 0.263575 0.341386 0.246547 0.269269 0.223412 0.414667 0.219794 0.211152 0.219516 0.210607 0.203219 0.194 0.313092
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.27834500000000006 -0.0060199999999999993 0.27834500000000006 0.14285500000000004 0.092235000000000025 0.080270000000000022 0.083420000000000008 -1.0000000180025095e-35 -0.56176499999999996 0.30112000000000005 0.49041500000000005 0.090100000000000013 -0.23083499999999998 0.083090000000000011 0.0053700000000000006 0.14754500000000001 -0.08230999999999998 0.089770000000000016 1.0000000180025095e-35 0.26521500000000003 0.084780000000000008 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 8 12 -5 -6 15 13 27 21 -4 -14 18 -17 20 -3 22 -15 -13 -18 26 -26 -1 -11 -30
right_child=1 2 6 9 10 -7 -8 -9 -10 28 -12 23 16 14 -16 17 24 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0010523821429955994 0.00099717032191246535 0.00063820504586185216 0.00021498238323925954 0.00098758854649283663 0.00091107281529565778 0.00065219433159488288 0.00064636060117166953 0.0012174056075951632 0.00058550067916645298 0.00043929529797924146 0.0005677322355451519 0.0002333685073174815 0.0011154280099909205 0.00098344585849022476 0.00071299910990642117 0.00063965901440229467 0.0010837872301894139 0.00025143472407792319 0.00036794394201042097 0.00065928667349894696 0.00044437428387213276 0.0010349336297583377 0.00074360755034813693 4.7439344880152856e-05 0.00093389638240128016 0.00079082601502829914 0.0011387460700729313 0.00091453088278429075 0.00048184321547689086 0.0007944226317128548
leaf_weight=938 76 33 45 22 72 48 37 84 22 23 33 55 37 207 26 32 37 24 40 33 167 253 32 44 548 40 20 43 22 28
leaf_count=938 76 33 45 22 72 48 37 84 22 23 33 55 37 207 26 32 37 24 40 33 167 253 32 44 548 40 20 43 22 28
internal_value=0 0.000530939 0.000473323 0.000984725 0.00059574 0.000997091 0.000323947 0.00100433 0.000996205 0.000680791 0.000803166 0.000274242 0.00100035 0.00102349 0.000980203 0.000360961 0.000949493 0.000429388 0.000488706 0.000502265 0.000476356 0.000994323 0.000951334 0.000150733 0.000939974 0.000931222 0.000941109 0.00104634 0.000588331 0.000656888
internal_weight=0 691 615 2430 338 2335 277 2287 2203 95 105 240 2181 1499 518 141 682 96 72 233 200 492 239 99 645 608 568 981 73 50
internal_count=3121 691 615 2430 338 2335 277 2287 2203 95 105 240 2181 1499 518 141 682 96 72 233 200 492 239 99 645 608 568 981 73 50
is_linear=0
shrinkage=0.00196078


Tree=5619
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 47 14 1 2 1 1 1429 52 0 50 51 12 52 3 147 15 52 4 457 13 13 3
split_gain=26.6041 4.35156 2.5084 2.07444 1.69289 1.47245 1.09761 1.09187 0.87015 0.815108 0.650654 0.616977 0.561266 0.289343 0.343209 0.281747 0.242062 0.20697 0.411286 0.203878 0.209897 0.203029 0.19487 0.187816 0.180509 0.179909 0.177707 0.177235 0.188066 0.203862
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.092235000000000025 0.15471500000000002 0.080270000000000022 0.084690000000000015 -0.56176499999999996 -0.061629999999999997 0.083090000000000011 0.0053700000000000006 0.11472500000000001 0.060015000000000006 0.42240500000000009 0.08955500000000001 0.094035000000000007 0.26521500000000003 -0.036839999999999991 0.080930000000000016 -1.0000000180025095e-35 0.00084500000000000016 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 6 7 16 9 12 11 -5 13 19 24 17 -13 -3 18 -15 20 -4 -14 27 -11 -1 -2 -17 -6 29 -29
right_child=1 2 8 10 22 -7 -8 -9 -10 23 -12 15 21 14 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011646448492767811 0.0011668579654897598 0.0010956521053533854 0.00041695623990740076 0.0010346262847882241 0.00059273123806823308 0.00077297918679606584 0.00064058939427281178 0.00068527241328767698 0.0007521410862099385 0.0013883265152842847 0.00069612353245034086 0.0012344143522689123 0.00035055727862259921 0.0011028401645023509 0.00086201760791733515 0.0010655334444385381 0.00084805402539524374 0.0011515491726434869 0.00086428506126371666 0.00065658114725301246 0.00058326349205277753 8.3063275521328924e-05 0.00047516322512548376 0.0011984841416651339 0.0010347241089869133 0.00095351798917287759 0.00090847094218984013 0.00090775845816771909 0.00058565737656605097 0.00065129762664835724
leaf_weight=938 55 63 138 34 109 48 40 22 37 51 61 37 24 211 22 616 20 253 32 21 37 20 31 33 43 21 29 26 27 22
leaf_count=938 55 63 138 34 109 48 40 22 37 51 61 37 24 211 22 616 20 253 32 21 37 20 31 33 43 21 29 26 27 22
internal_value=0 0.000665275 0.000610576 0.0011013 0.000723939 0.00111285 0.000907404 0.00111999 0.000472248 0.00112421 0.000817272 0.00111691 0.000429098 0.00113915 0.00110167 0.00106802 0.00103599 0.0011123 0.00107143 0.000474025 0.000452118 0.000228969 0.00061898 0.00131375 0.00115895 0.00110791 0.00105847 0.00064321 0.000716574 0.000790214
internal_weight=0 691 615 2430 338 2335 123 2287 277 2265 95 2181 240 1499 518 682 83 496 243 196 175 44 215 84 981 76 645 184 75 48
internal_count=3121 691 615 2430 338 2335 123 2287 277 2265 95 2181 240 1499 518 682 83 496 243 196 175 44 215 84 981 76 645 184 75 48
is_linear=0
shrinkage=0.00196078


Tree=5620
num_leaves=31
num_cat=0
split_feature=1 3 4 48 51 47 16 14 15 4 2 52 0 16 1 42 42 40 51 1210 151 1 160 1 3 160 51 3 16 133
split_gain=0.52857 0.122175 0.104959 0.100199 0.0784711 0.0864056 0.0701887 0.0826342 0.0886193 0.0676239 0.0616139 0.060597 0.0571061 0.0921868 0.0527668 0.0526449 0.0957736 0.0672662 0.0627688 0.0600927 0.0624701 0.0723122 0.0732845 0.0799733 0.0846423 0.0647817 0.0596439 0.0500084 0.0486416 0.0450258
threshold=0.10337500000000001 0.31370500000000007 -0.050494999999999991 0.14093000000000003 0.11548000000000001 0.087885000000000019 -0.42170999999999997 -0.47013499999999991 -0.42198999999999992 0.40124500000000002 0.092120000000000021 0.056145000000000007 -0.070499999999999993 0.15273500000000004 0.11323000000000001 0.075730000000000006 0.086375000000000021 -0.069739999999999983 -0.16666999999999996 -0.056299999999999996 -0.086769999999999986 0.10022000000000002 0.0065900000000000012 0.08864000000000001 -0.11171999999999999 0.10285000000000001 -0.26622499999999999 -0.13309499999999996 -0.54165499999999989 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 12 4 5 6 14 -8 -9 10 29 -3 -2 -14 28 18 -17 -18 26 -20 -21 22 23 24 -22 -24 -12 -19 -4 -1
right_child=1 11 3 -5 -6 -7 7 8 -10 -11 15 -13 13 -15 -16 16 17 27 19 20 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0094220916290606305 0.01232748848962642 -0.00051193698768464615 0.0043363235192373393 -0.0016987351692040213 0.0090523442628586467 0.0065274331407993635 0.0070933458503688977 -0.0037147413226695544 0.0023663831631774487 0.0018772867143111813 0.0067074579521280006 0.004729375433453243 0.002016680931362013 0.0088250455328152851 0.0036127846682283251 0.012562910265156203 0.0018492747887807047 0.012164819535488884 0.010720846261829139 -0.00034093127818778161 -0.00080325065545089878 0.010697086787937831 0.010408837870099889 -0.00066765024055105953 0.005665073591946913 0.0035499867728157417 0.012995278945362027 0.0071202414480663438 0.010725227259815886 0.0076325500043679037
leaf_weight=156 21 71 22 27 36 117 29 29 138 22 48 32 30 59 81 35 23 21 20 20 23 24 40 30 168 21 22 306 26 1424
leaf_count=156 21 71 22 27 36 117 29 29 138 22 48 32 30 59 81 35 23 21 20 20 23 24 40 30 168 21 22 306 26 1424
internal_value=0 0.00430391 0.00483775 0.00422804 0.00456281 0.00419715 0.00335825 0.00216602 0.00131038 0.00739605 0.00744704 0.00111643 0.00763687 0.00653009 0.00516969 0.00673259 0.0075753 0.00707654 0.00595268 0.00540017 0.00507375 0.00542765 0.00497919 0.00413225 0.00488617 0.00804759 0.00868363 0.00744421 0.00779698 0.00780924
internal_weight=0 718 615 505 478 442 325 196 167 2403 2381 103 110 89 129 801 385 350 416 346 326 306 282 221 191 61 70 327 48 1580
internal_count=3121 718 615 505 478 442 325 196 167 2403 2381 103 110 89 129 801 385 350 416 346 326 306 282 221 191 61 70 327 48 1580
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 3 4 4 2 1 12 40 1 0 14 159 16 14 4 1 49 1 0 2 15 13 15 2 43 12
split_gain=20.0352 3.23774 1.83503 1.78175 1.05676 0.789465 0.740187 0.687737 0.551425 0.505503 0.411699 0.409202 0.390347 0.336963 0.322871 0.248501 0.25694 0.24416 0.221469 0.383945 0.204917 0.193077 0.235003 0.18879 0.172049 0.164598 0.198564 0.161344 0.161239 0.157891
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.092235000000000025 0.30112000000000005 0.36766000000000004 0.23246000000000003 0.13501500000000002 0.077845000000000011 -0.42850999999999995 -0.0061149999999999998 0.086920000000000011 -0.095504999999999993 0.062655000000000016 0.082585000000000006 0.023255000000000001 -0.41790499999999997 -0.013125 0.086920000000000011 0.14233500000000002 0.075045000000000014 -0.038659999999999993 0.15950500000000004 -0.095869999999999983 -0.078279999999999975 -0.11345499999999999 0.10699500000000002 -0.080324999999999994 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 12 6 11 -4 18 -5 -7 -3 14 24 -1 16 -2 -8 21 25 -13 22 -6 -12 -14 -20 -27 -9 -11 -15
right_child=1 5 7 9 8 10 17 27 -10 28 23 20 13 29 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00098331208849739633 0.00056659421131552228 0.0004346222137004753 0.00091689453066829687 0.00088993898835502743 0.00092677048568802522 0.00041832320215964673 0.00054104429853950602 0.00074998454532536471 0.00067945374636241274 0.00063896980486315993 0.00023726395067024495 0.00078876242143039095 0.00091261969310562816 0.00078423401397286038 0.0011373048686088726 0.00045847087668725528 0.00078617695222907009 0.00030983289128498121 0.00095079542180291957 0.00066805508341295295 0.00054122190192049623 0.0010015273608499332 0.00077377969251416834 8.5800343081164547e-06 0.00071221815659573261 0.0010074808641716286 0.0008267542637392613 0.00053547944277974456 0.00042876700167635489 0.00095565001378417102
leaf_weight=1085 140 37 110 28 240 34 22 28 48 47 35 36 28 22 55 69 24 87 93 36 20 102 46 23 40 27 174 26 20 339
leaf_count=1085 140 37 110 28 240 34 22 28 48 47 35 36 28 22 55 69 24 87 93 36 20 102 46 23 40 27 174 26 20 339
internal_value=0 0.000553532 0.000669034 0.000931914 0.000942623 0.000397564 0.000466135 0.000827929 0.000882924 0.000668686 0.000247006 0.000594633 0.000971769 0.000921353 0.000990742 0.000557193 0.000598728 0.000356499 0.000896526 0.000859185 0.000700355 0.000928285 0.000902164 0.000146579 0.000794736 0.000882589 0.000851031 0.000646704 0.000576223 0.000945204
internal_weight=0 691 397 2430 2335 294 202 164 766 95 92 93 1569 429 1140 233 164 109 718 330 56 388 286 58 68 294 201 54 67 361
internal_count=3121 691 397 2430 2335 294 202 164 766 95 92 93 1569 429 1140 233 164 109 718 330 56 388 286 58 68 294 201 54 67 361
is_linear=0
shrinkage=0.00196078


Tree=5622
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 16 2 0 130 160 4 3 4 15 16 16 160 49 14 50 456 1452 4 43 1212 133 51 49 42 484
split_gain=0.521304 0.150625 0.105731 0.090517 0.0712762 0.0911538 0.0650092 0.0598535 0.0493848 0.0616761 0.0492016 0.0457773 0.0851775 0.0827748 0.0447615 0.0964653 0.112426 0.0909292 0.0679477 0.0550603 0.0769058 0.0532249 0.0596485 0.0772948 0.11752 0.0658005 0.0601932 0.0545133 0.0862105 0.0925071
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.22582000000000002 -0.076894999999999977 -0.081639999999999976 0.51164000000000009 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 0.042200000000000008 0.066275000000000014 -0.080719999999999986 0.12497000000000001 0.086645000000000014 1.0000000180025095e-35 0.086895000000000014 0.091225000000000014 0.0061450000000000003 0.062770000000000006 0.085870000000000016 -0.42671999999999993 0.11704500000000002 0.082865000000000008 0.083995000000000014 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 8 5 -4 10 11 -3 -10 -6 14 -13 -14 18 16 -16 19 21 -17 -21 22 23 26 25 -25 27 -1 -29 -30
right_child=1 2 4 -5 6 -7 -8 -9 9 -11 -12 12 13 -15 15 17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0080418288661208755 0.0085759216869542472 -0.00059782178280875088 0.0009712302945748283 0.0064369283787628325 0.00015618642552427071 0.010112218245631084 -0.0043604685722485837 0.0019559396151453256 0.007801152526180407 0.0035166088217500088 0.0052707936041630236 0.0079267693634998675 0.0061785616725683213 -0.0022318381859804505 -0.0027432842476462775 0.0073514609843477342 0.0060119378761473025 0.0032082745364490658 0.012323795305565001 0.014863373855361715 0.0065438063807960137 0.012563239338553765 0.0063053282077485846 0.0065702596470824815 0.010662112480554826 0.0020498656940500012 0.0049518019304071606 0.012442449903115632 0.010009159223938531 0.0018068509176373483
leaf_weight=1116 78 25 24 181 68 20 23 20 38 290 26 60 25 22 22 238 44 47 32 25 20 22 291 67 39 62 57 75 44 20
leaf_count=1116 78 25 24 181 68 20 23 20 38 290 26 60 25 22 22 238 44 47 32 25 20 22 291 67 39 62 57 75 44 20
internal_value=0 0.00440911 0.00394147 0.00461872 0.00169518 0.00512622 0.000404876 0.00740313 0.00368644 0.00401299 0.00157087 0.00744992 0.00542962 0.00224178 0.00754725 0.00658351 0.00309353 0.00728151 0.00775637 0.00795798 0.0111658 0.00767486 0.00761413 0.00787147 0.00585191 0.00439767 0.00813007 0.00827443 0.0101419 0.00744594
internal_weight=0 773 695 534 161 44 117 2348 353 328 94 2328 107 47 2221 396 66 330 1825 283 45 1793 1771 1480 168 129 1312 1255 139 64
internal_count=3121 773 695 534 161 44 117 2348 353 328 94 2328 107 47 2221 396 66 330 1825 283 45 1793 1771 1480 168 129 1312 1255 139 64
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 1 14 49 1 1 1 11 12 1 11 457 47 50 15 40 4 4 13 2
split_gain=26.1134 4.14279 2.19622 2.06293 1.6097 1.4487 1.259 1.03154 0.850727 0.936125 0.755031 0.53391 0.48761 0.42303 0.334099 0.298173 0.259379 0.227763 0.224725 0.215505 0.209788 0.19907 0.194993 0.192236 0.221551 0.188268 0.173083 0.160228 0.117387 0.116337
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.091265000000000013 0.09253500000000002 0.062655000000000016 -0.054984999999999992 0.086920000000000011 0.16175000000000003 0.13075500000000004 1.0000000180025095e-35 0.08401500000000002 0.13436000000000001 0.094815000000000024 0.080930000000000016 0.10350500000000001 0.041865000000000006 -0.090344999999999995 -0.077714999999999992 -0.0019149999999999998 -0.0073899999999999999 -1.0000000180025095e-35 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 25 -9 -10 12 -4 14 -2 -1 23 29 21 26 28 -19 27 -15 24 -6 -3 -16 -12 -11 -5
right_child=1 4 11 16 15 -7 -8 8 9 19 17 -13 -14 22 18 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075904684454241591 0.00037565736369232235 0.00013886708464514773 0.00060703819821725116 0.00041933982214785204 1.6567970713304279e-05 0.00037293757703474849 0.00027036263424449667 0.00059779840649343003 0.00064789873383500995 0.00018133704962250335 0.00069501300171367724 0.00030215054421740421 0.00091765602670049152 0.00073641753442888543 0.00043996719736518928 -0.00026302256540549235 6.0490186415990099e-05 0.00083419054254736029 0.00071244163739030998 1.9336741047441532e-05 0.00060493495770974431 0.00052818771312970866 0.00057807510168161099 0.0001425727399833062 -0.00023146101200551377 -3.4949122708948221e-05 0.00065798526003706364 0.00063277663272252784 0.00028692377724845214 0.00023832178201119389
leaf_weight=1028 23 46 34 21 45 48 24 30 20 96 381 63 62 67 21 21 24 57 353 22 21 41 54 25 20 50 42 273 70 39
leaf_count=1028 23 46 34 21 45 48 24 30 20 96 381 63 62 67 21 21 24 57 353 22 21 41 54 25 20 50 42 273 70 39
internal_value=0 0.000262045 0.000698154 0.000476968 0.000151928 0.000710084 0.000717111 0.000219913 0.000289119 0.000244598 0.000721816 0.000409018 0.000747385 0.000619418 0.000740074 -5.2638e-05 0.000232767 0.000672 0.000693189 0.000201694 0.000772468 0.000660725 0.000665752 -3.54826e-06 -5.97486e-05 4.83378e-05 0.000585313 0.000669034 0.000225862 0.000301678
internal_weight=0 673 2448 228 445 2351 2303 334 238 208 2279 97 1506 144 1444 111 84 773 416 188 78 695 121 90 65 96 63 654 166 60
internal_count=3121 673 2448 228 445 2351 2303 334 238 208 2279 97 1506 144 1444 111 84 773 416 188 78 695 121 90 65 96 63 654 166 60
is_linear=0
shrinkage=0.00196078


Tree=5624
num_leaves=31
num_cat=0
split_feature=1 4 1 12 2 12 0 0 13 124 376 4 15 11 13 132 14 48 47 48 48 16 4 13 16 51 1 4 3 4
split_gain=0.527404 0.140878 0.100462 0.0875318 0.0591994 0.0587097 0.0583031 0.0806173 0.0678734 0.0574836 0.0787227 0.0558631 0.0539696 0.0468491 0.046062 0.0445987 0.0535423 0.0608622 0.0547524 0.124147 0.0878483 0.187633 0.183411 0.0443484 0.0432997 0.0406115 0.0385987 0.0384795 0.0697627 0.0678279
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.089410000000000003 0.13404500000000005 0.092465000000000006 -0.10474999999999998 -0.14001499999999997 -0.085384999999999975 -0.076779999999999987 0.084545000000000009 0.51164000000000009 -0.093244999999999981 0.094815000000000024 -0.099939999999999987 0.090440000000000006 -1.0000000180025095e-35 -0.068459999999999979 0.080455000000000013 0.11454000000000002 0.085485000000000019 -0.40995499999999996 -0.021294999999999998 -0.0075049999999999987 0.13751500000000003 -0.047599999999999996 0.10638500000000002 -0.085409999999999986 0.092670000000000016 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 25 3 15 9 -5 7 -4 -8 10 12 -10 -1 27 -7 16 23 -18 20 -20 21 -19 -23 -3 -6 26 -2 -11 -29 -30
right_child=1 2 6 5 24 14 8 -9 11 13 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0061258280019198235 0.0090559479470054324 0.0039762372654342263 0.00070974106783978648 0.010906236629133398 0.0010447218945180928 0.0010129225405398757 -0.0030591017292000543 0.0093062073853798204 0.00042583725676594074 0.0082347381604999745 0.0092899812902323912 0.0064592478320091261 -0.00014735456206835807 0.0025182833452709018 0.0061627354450827241 -0.0010016209667637235 0.0067582597192085815 0.0036975190088224526 0.011587879930157216 0.0016587677644565703 0.0040314664021892438 0.00099394168178348441 -0.011932098155929931 0.0093504705137872537 0.0070212283669124275 0.010921472356858431 0.0032570103596133945 0.0072753564143859355 -0.0010578354611061513 0.0068273134277357416
leaf_weight=24 24 34 24 23 27 20 39 20 57 425 25 21 32 20 132 21 40 52 20 34 86 23 21 28 22 32 22 1729 20 24
leaf_count=24 24 34 24 23 27 20 39 20 57 425 25 21 32 20 132 21 40 52 20 34 86 23 21 28 22 32 22 1729 20 24
internal_value=0 0.00415596 0.0037037 0.00436387 0.00716744 0.00619762 0.0015141 0.00461723 0.000347111 0.00724075 0.00462412 0.00205022 0.00254115 0.0073363 0.00548513 0.00346997 0.0037478 0.00315127 0.00253991 0.00533622 0.00171024 -0.000369192 -0.0051753 0.00640331 0.00372805 0.00818569 0.00628254 0.00738014 0.00717529 0.00324315
internal_weight=0 773 695 534 2348 175 161 44 117 2299 81 78 56 2218 152 359 338 276 236 54 182 96 44 62 49 78 46 2198 1773 44
internal_count=3121 773 695 534 2348 175 161 44 117 2299 81 78 56 2218 152 359 338 276 236 54 182 96 44 62 49 78 46 2198 1773 44
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=31
num_cat=0
split_feature=4 3 9 39 1 457 52 160 14 40 124 44 0 475 4 43 3 1 4 39 41 2 9 150 0 160 474 484 474 4
split_gain=0.444611 0.133163 0.103385 0.0683786 0.0614887 0.0603412 0.0595442 0.0593599 0.0558075 0.0499516 0.0584749 0.0493333 0.0679627 0.130085 0.109095 0.0815006 0.0671601 0.0653447 0.0563323 0.0488034 0.0456043 0.0469984 0.0519601 0.0631178 0.0446422 0.0943569 0.0715476 0.0961676 0.0756886 0.0696977
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.08568000000000002 0.15471500000000002 0.31508000000000008 -0.085984999999999992 0.079055000000000014 0.019675000000000002 -0.055059999999999991 -0.083034999999999984 0.081805000000000017 -0.11013499999999998 -0.068264999999999978 0.0033150000000000007 -0.010344999999999998 -0.015584999999999998 0.10672000000000002 0.0033150000000000007 0.11163500000000001 0.092100000000000015 0.11682500000000001 -0.070399999999999976 0.09487000000000001 -0.085669999999999982 -0.55045999999999984 0.090025000000000008 0.091180000000000011 0.084880000000000011 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 20 8 19 -1 11 10 -8 12 13 -4 16 -16 -15 -17 24 -5 21 22 -2 -24 26 -26 27 28 -14 -27
right_child=4 -3 3 6 -6 -7 9 -9 -10 -11 -12 -13 18 14 15 17 -18 -19 -20 -21 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0011124255440743834 0.000244450694470502 0.0020290565684459778 -0.002860537953009563 0.0097853641949015961 -0.0014857280440628529 0.0010672122798860073 0.00067504033213481316 0.0059691641683457426 0.008971916045745874 -0.001301100105047226 0.0063498581283847281 0.010110406111925841 0.0070989475053099479 -0.0024654307728633287 0.0044262870900274717 0.013672256256852831 0.004602847720791654 0.0062929646926932039 0.0054020794226995045 0.0033642721525393425 0.0074317549310979397 0.0012609203282253085 0.0058975950440508318 0.00096348448390407232 -0.000155285546290023 0.010424686579600625 0.0018809035886079074 0.013054866810103483 0.01200352831853225 0.006460971520008108
leaf_weight=29 34 74 21 29 35 20 30 20 94 22 46 37 422 20 40 28 41 21 341 20 21 140 100 35 21 46 21 33 34 1246
leaf_count=29 34 74 21 29 35 20 30 20 94 22 46 37 422 20 40 28 41 21 341 20 21 140 100 35 21 46 21 33 34 1246
internal_value=0 0.00621377 0.00632923 0.00641393 0.00249969 0.00653785 0.00431824 0.00177802 0.00658222 0.00289511 0.0041098 0.00648752 0.00643011 0.0045109 0.0055429 0.00777558 0.00228538 0.0105097 0.00658177 0.00716451 0.00292239 0.00261593 0.00373842 0.00461838 0.00680243 0.00649402 0.00759644 0.00784189 0.00746464 0.00660209
internal_weight=0 2756 2682 2633 365 2486 147 49 2466 98 76 2372 2335 171 150 89 61 49 2164 49 330 309 169 135 1823 1313 510 489 456 1292
internal_count=3121 2756 2682 2633 365 2486 147 49 2466 98 76 2372 2335 171 150 89 61 49 2164 49 330 309 169 135 1823 1313 510 489 456 1292
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 0 4 0 0 2 52 1 4 15 2 12 0 147 2 150 1429 2 3 457 0 11
split_gain=17.137 2.25949 1.75981 1.39512 1.06154 0.754324 0.700126 0.539515 0.497139 0.338022 0.333492 0.3304 0.286516 0.351351 0.257999 0.255855 0.243861 0.362204 0.264153 0.233659 0.2151 0.208527 0.206644 0.263738 0.205215 0.202623 0.198683 0.193683 0.172652 0.149815
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.091545000000000015 0.082585000000000006 -0.17966999999999997 -0.23194499999999998 0.033845000000000007 -0.14832499999999996 -0.067094999999999988 0.092235000000000025 1.0000000180025095e-35 0.16175000000000003 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.13597000000000004 -0.13455999999999999 0.088610000000000008 0.14285500000000004 1.0000000180025095e-35 -0.015219999999999999 0.10402500000000002 -0.10115999999999999 0.032140000000000009 -0.04917499999999999 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 9 21 11 22 -6 -1 19 -4 13 27 25 -7 18 -18 -11 29 -13 -3 23 -5 -2 -15 -12 -10 -26 -8
right_child=1 5 6 7 8 15 10 -9 12 16 26 20 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0010307585119988616 0.00090199090314633916 0.00045642508474290789 0.0010239607079283279 0.00062916905779552624 0.00083513131140154563 0.00025624461659936687 0.00080771174708064292 0.00029904836372543503 0.00079022483677551071 0.00093408722604651614 0.0005266593780149432 0.00065644139471902126 0.00040128017513970141 0.0006073548578788817 0.00072707564223046389 3.9094728874225239e-05 0.00078099398221147818 0.00051660906251576732 0.00066892760477083567 0.00063766660250627648 0.00086147444676668711 0.0002435040630201916 0.00035092775577500764 0.00043264530943853616 0.0007381121939485911 0.00040056739153307663 0.00073616875254216285 0.00055666591460798302 0.00053506222606595707 0.00090687182356868933
leaf_weight=22 22 112 48 73 31 126 593 58 43 52 20 20 33 29 20 25 76 27 20 29 1200 21 22 41 69 49 134 20 21 65
leaf_count=22 22 112 48 73 31 126 593 58 43 52 20 20 33 29 20 25 76 27 20 29 1200 21 22 41 69 49 134 20 21 65
internal_value=0 0.000441085 0.000812169 0.000557983 0.000696585 0.000315132 0.000835296 0.000457387 0.000604564 0.000801684 0.000791429 0.000864391 0.000567721 0.000601836 0.000528394 0.000220293 0.000772886 0.000711689 0.000860432 0.000809916 0.000858113 0.000422806 0.000524913 0.000558489 0.000732231 0.00047745 0.00070896 0.000716079 0.000690734 0.000817507
internal_weight=0 590 2531 306 422 284 2109 194 225 197 841 1268 194 161 98 151 175 103 72 687 1220 133 136 114 112 78 154 63 90 658
internal_count=3121 590 2531 306 422 284 2109 194 225 197 841 1268 194 161 98 151 175 103 72 687 1220 133 136 114 112 78 154 63 90 658
is_linear=0
shrinkage=0.00196078


Tree=5627
num_leaves=31
num_cat=0
split_feature=4 2 12 457 394 38 40 2 2 14 12 47 13 149 4 52 52 41 14 13 13 12 13 3 12 129 42 14 13 4
split_gain=0.430477 0.132795 0.0795395 0.073028 0.0669651 0.0685322 0.124763 0.0562387 0.0505771 0.0505612 0.0442552 0.050885 0.0404255 0.0571537 0.0447485 0.054139 0.0400921 0.0685482 0.0396938 0.048257 0.0548169 0.0472141 0.0494547 0.129794 0.0606793 0.0423364 0.0419476 0.0391658 0.0391589 0.0413732
threshold=0.27044500000000005 0.14285500000000004 -0.010834999999999999 0.31508000000000008 -0.081984999999999988 0.091770000000000004 -0.055059999999999991 0.25063000000000007 -0.020134999999999997 0.019675000000000002 0.10463500000000002 0.07813500000000001 0.15641500000000003 0.07770500000000001 0.36766000000000004 0.12418000000000001 -0.088204999999999992 0.079395000000000007 -0.23960999999999996 -0.17933499999999997 -0.42195999999999995 0.096990000000000007 -0.069964999999999986 -0.073309999999999986 0.099815000000000015 0.102035 0.11688500000000002 -0.47013499999999991 0.097995000000000013 -0.055319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 8 12 -6 18 11 -3 13 14 -2 27 -11 -18 -4 20 -20 -21 23 -23 28 26 -26 -16 29 -24
right_child=7 10 3 -5 5 -7 -8 -9 -10 16 -12 -13 -14 -15 15 -17 17 -19 19 21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0095483948243781924 0.0061665679146672659 -0.0025287955870024036 0.010888851957861335 0.0010007220398013791 0.0013257264359188932 0.0086663676822489061 -0.0018256837159003085 -0.0021387600572779775 0.0057049317589512741 0.0059849658582606935 0.004862887848867104 0.0039500831838019867 -0.0014925894176121802 0.0077326150657609106 0.0051759431418031453 0.0063850833408149151 0.012848251510653287 0.0057617538497738898 0.0064884107770218002 0.0067102687046167401 0.00038428539659694902 -0.001905754706340617 0.012546582006977808 0.0075553844233268294 0.0062307402123955805 0.0010030474757686968 0.0029460251551775385 0.0013049482385137031 0.0049349923274435463 0.0067957007189926866
leaf_weight=24 34 27 20 24 35 27 38 24 107 32 40 22 20 25 30 29 39 21 31 1818 28 29 29 29 225 21 47 203 21 22
leaf_count=24 34 27 20 24 35 27 38 24 107 32 40 22 20 25 30 29 39 21 31 1818 28 29 29 29 225 21 47 203 21 22
internal_value=0 0.0061947 0.0063215 0.00648967 0.00454808 0.00396833 0.00326362 0.00254013 0.00462555 0.00654429 0.00239483 0.000380089 0.00286943 0.00314121 0.00275342 0.0023105 0.00884345 0.010368 0.00645311 0.00641454 0.00359154 0.00648886 0.00553729 0.00282481 0.00596831 0.00532916 0.00566316 0.00180336 0.00856932 0.0100658
internal_weight=0 2756 2667 2436 231 207 180 365 142 2412 89 49 341 321 296 262 92 60 2320 2300 59 2241 423 58 365 293 272 233 72 51
internal_count=3121 2756 2667 2436 231 207 180 365 142 2412 89 49 341 321 296 262 92 60 2320 2300 59 2241 423 58 365 293 272 233 72 51
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=31
num_cat=0
split_feature=1 3 39 4 4 2 2 11 2 1 2 2 2 4 49 1 12 14 0 1 1 2 11 50 0 1 15 1 1 13
split_gain=32.5018 4.00522 3.23193 2.40248 2.17293 1.57834 1.55044 1.07342 1.03547 1.01566 0.817241 0.703799 0.424409 0.398916 0.360506 0.348379 0.341213 0.362938 0.335822 0.329846 0.31568 0.301679 0.271564 0.269855 0.266299 0.240777 0.235072 0.261735 0.231233 0.228929
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.36766000000000004 0.27834500000000006 0.10188000000000001 0.14285500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.09253500000000002 0.10803500000000001 0.13754500000000003 0.089885000000000007 -0.046564999999999988 -0.012034999999999999 0.091195000000000012 0.085785000000000014 0.07913000000000002 -0.13027499999999997 0.12000500000000001 0.12958500000000003 0.094835000000000017 0.082245000000000013 0.041865000000000006 -0.11437499999999999 0.086920000000000011 -0.089964999999999976 0.14699000000000004 0.12408500000000001 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 14 7 8 12 19 21 20 18 15 -12 -2 -1 -9 -18 -7 -3 -10 -4 29 26 25 -14 27 -8 -15 -20
right_child=1 6 9 -5 -6 11 23 16 10 -11 13 -13 24 28 -16 -17 17 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011753602915714509 0.00076517461963436181 0.00058033588963250316 0.0011824484622361612 0.00066282797776369873 0.00057076983621208747 0.00083011242885530265 0.00042230457348476892 0.0014751865977114932 0.0010418263162733613 0.00068265502641097497 0.00083177056528773959 0.00076106642375373937 0.0010753916700681049 0.00058583177150979451 0.0010556343964317721 0.0010910693960552481 0.0011009373676543143 0.0014208244622922412 0.00083466121525156722 0.00031190722999818716 0.00070145609185976138 0.00090803856406372748 0.0011874508395551997 0.00046124064397252252 0.0011094583238743009 0.00080532718901381339 5.847075627245168e-05 0.00016950567964265834 0.00040968558897136475 0.0010522427714130421
leaf_weight=1112 20 24 24 43 74 26 31 46 22 84 20 37 30 101 92 227 30 25 20 66 20 43 55 26 443 22 22 32 40 264
leaf_count=1112 20 24 24 43 74 26 31 46 22 84 20 37 30 101 92 227 30 25 20 66 20 43 55 26 443 22 22 32 40 264
internal_value=0 0.000593404 0.00110445 0.0011221 0.000831499 0.00113055 0.000483785 0.00115377 0.00055855 0.000826274 0.000636163 0.00101875 0.00114293 0.00057262 0.00100377 0.00116107 0.00135057 0.00124634 0.00104487 0.000383488 0.000879745 0.00100633 0.00106134 0.000286435 0.00109388 0.000961134 0.000232964 0.000293899 0.000535861 0.00103692
internal_weight=0 590 2531 2380 186 2337 404 1935 293 151 203 402 1834 161 112 1339 101 55 365 90 42 67 339 111 495 52 85 63 141 284
internal_count=3121 590 2531 2380 186 2337 404 1935 293 151 203 402 1834 161 112 1339 101 55 365 90 42 67 339 111 495 52 85 63 141 284
is_linear=0
shrinkage=0.00196078


Tree=5629
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 2 42 14 2 3 1 48 16 47 2 3 4 15 1 49 474 42 16 151 47 52 1 2
split_gain=13.6838 2.35646 1.31931 1.04191 0.800291 0.668689 0.448878 0.425271 0.346912 0.313244 0.268215 0.262111 0.331601 0.257427 0.254278 0.217203 0.19163 0.213514 0.181549 0.232063 0.487914 0.175255 0.16736 0.161134 0.155766 0.146524 0.141471 0.134805 0.131165 0.12942
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.089885000000000007 0.085505000000000012 0.14122000000000004 -0.0060199999999999993 0.062655000000000016 0.31358000000000003 -0.12711499999999995 0.077845000000000011 -0.015314999999999997 -0.061854999999999993 0.10648500000000001 0.079055000000000014 -0.0096849999999999974 -0.013514999999999998 -0.21699999999999997 0.086920000000000011 -0.054984999999999992 0.079590000000000008 -0.11051499999999999 0.0057500000000000008 -0.079059999999999978 0.090280000000000013 0.12418000000000001 0.13075500000000004 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 21 15 9 10 13 -4 11 27 12 -1 -7 -8 24 17 -13 22 -20 25 -2 23 -15 -3 -21 -23 -6 -5 -18
right_child=1 4 8 28 6 7 14 -9 -10 -11 -12 16 -14 18 -16 -17 29 -19 19 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081481524542266243 0.00052418642004877208 0.00038263441886048961 0.00072585706218891179 0.00045530212580475934 0.00022869848999572506 0.00055330347661909304 0.00031295523864129852 0.00050710320975123717 0.0004458408030419568 0.00090968968385713518 3.0668827840522714e-05 0.00074595492041513393 0.00049355851796766112 0.00088776427205481561 0.00055094618155915776 0.00063591481569935291 0.0008248589300481491 0.00054781735308614434 0.00084456236799487175 0.00085141213000321594 0.00041402360300784918 0.00078078182924229043 0.00085384669391060965 0.00072236246367495959 0.0005380656686611474 0.00068225545936211637 0.0006465759398482353 0.00037631408791762125 0.00028378937174292171 0.00077117768354695803
leaf_weight=21 23 110 22 60 158 38 45 41 75 59 24 422 30 24 28 20 241 22 33 21 26 58 48 401 32 315 63 28 24 609
leaf_count=21 23 110 22 60 158 38 45 41 75 59 24 422 30 24 28 20 241 22 33 21 26 58 48 401 32 315 63 28 24 609
internal_value=0 0.000417753 0.000733448 0.000579846 0.000334703 0.000742694 0.00027179 0.000702429 0.00050935 0.000769852 0.000225749 0.000763718 0.000625841 0.000711268 0.000404239 0.000444606 0.000769152 0.000736137 0.000718184 0.000687153 0.000672803 0.000681083 0.000744098 0.000731703 0.000417661 0.000692828 0.000710906 0.00025092 0.000406298 0.000786398
internal_weight=0 673 2448 228 445 2351 283 947 97 1404 210 1345 51 906 73 162 1294 444 868 395 362 144 473 425 142 336 121 186 84 850
internal_count=3121 673 2448 228 445 2351 283 947 97 1404 210 1345 51 906 73 162 1294 444 868 395 362 144 473 425 142 336 121 186 84 850
is_linear=0
shrinkage=0.00196078


Tree=5630
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 0 150 49 150 0 0 4 13 1 3 1 475 50 49 47 12 16 4
split_gain=45.1135 7.20132 3.9409 3.51184 2.50432 2.27617 1.49139 1.28307 1.22611 1.16323 1.14096 0.707588 0.849734 0.740845 0.534294 0.533496 0.464999 0.391212 0.478169 0.373225 0.354556 0.349751 0.329681 0.312282 0.30832 0.300314 0.269403 0.220797 0.218931 0.213704
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.14753000000000002 0.10855000000000002 0.09253500000000002 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.054984999999999992 1.0000000180025095e-35 -0.14832499999999996 -0.07929499999999999 -0.55119499999999988 -1.0000000180025095e-35 0.13265500000000002 -0.12711499999999995 0.13075500000000004 -0.07550999999999998 0.041865000000000006 -0.054319999999999993 0.10350500000000001 -0.07983999999999998 -0.052894999999999991 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 20 11 15 -8 -4 12 -1 16 -2 23 -13 -14 -19 27 -3 -20 -5 -7 -6 -12 -16 -11 -18 -21
right_child=1 4 10 22 24 8 9 -9 -10 19 25 13 17 -15 26 -17 28 18 21 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085158168720203195 0.00065438579243924612 0.00030094723177312752 0.00093448560957763564 0.00050154420574579175 -2.3764336899035529e-05 0.001109101123220061 0.00068838578715293747 0.0013222088216699717 0.00053836374905788238 0.00041139583149582478 0.00061786545510279301 0.0012753277822257648 0.0011084429059900183 0.00063433544710278511 0.0010634673053422168 0.00068267497763960217 0.0010037034093174431 0.0013142950140505088 0.00083629748734439461 0.00065867617932179826 6.2572117720046381e-05 0.0010412491822164823 0.00022962782109685827 0.00094561672253192213 0.00023574280490636673 0.00034680253168677583 0.00087734874264866697 0.00023359258214774981 0.00082794136443391903 0.00042813978005877692
leaf_weight=60 23 49 34 60 75 52 69 79 30 50 33 21 1137 24 67 27 123 23 35 22 47 375 24 330 23 30 54 58 35 52
leaf_count=60 23 49 34 60 75 52 69 79 30 50 33 21 1137 24 67 27 123 23 35 22 47 375 24 330 23 30 54 58 35 52
internal_value=0 0.000459111 0.00103233 0.000742473 0.000313928 0.00104831 0.000392099 0.00107754 0.000920979 0.000471597 0.000645012 0.00106699 0.00108059 0.00095783 0.000928333 0.000949044 0.0010012 0.00108934 0.00103919 0.000389408 0.000184243 0.00102375 0.000423854 0.000967871 3.71404e-05 0.000488788 0.000980406 0.000315909 0.000964769 0.000496678
internal_weight=0 673 2448 228 445 2351 347 1912 439 251 97 1833 1630 203 144 409 179 1570 433 182 96 410 84 382 98 63 121 108 158 74
internal_count=3121 673 2448 228 445 2351 347 1912 439 251 97 1833 1630 203 144 409 179 1570 433 182 96 410 84 382 98 63 121 108 158 74
is_linear=0
shrinkage=0.00196078


Tree=5631
num_leaves=31
num_cat=0
split_feature=1 3 132 3 3 13 12 12 3 15 2 124 376 43 2 42 15 12 3 158 4 12 2 1 3 0 12 16 42 1
split_gain=0.677466 0.165984 0.104666 0.0859941 0.0841162 0.0780905 0.072844 0.0901671 0.07095 0.0687356 0.0618154 0.059994 0.0638434 0.0556487 0.0596934 0.0498151 0.0488533 0.0471163 0.0455364 0.0437428 0.0707756 0.0606279 0.042271 0.0409665 0.0386367 0.0514744 0.0435787 0.0911726 0.0663149 0.15013
threshold=0.10124500000000002 -0.053259999999999995 -1.0000000180025095e-35 0.31534000000000006 0.076840000000000006 -0.47860499999999995 0.10673000000000001 0.11650500000000001 0.11658 -0.018314999999999994 0.14122000000000004 -0.076779999999999987 0.084545000000000009 -0.074359999999999996 0.11411 0.090545000000000014 -0.093244999999999981 -0.26532499999999998 -0.0096849999999999974 0.07968500000000002 0.26450500000000005 0.083535000000000012 0.087675000000000017 0.13869000000000004 0.10299500000000002 -0.019414999999999998 0.090455000000000021 -0.073404999999999984 0.090310000000000015 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 18 17 13 -8 -6 -10 11 12 16 14 15 -4 -1 -5 23 20 24 22 -21 -3 26 -26 -13 -28 29 -29
right_child=1 3 6 5 8 -7 7 -9 9 -11 -12 19 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.006943110419039538 -0.00027078787485758463 0.0047755824614733721 0.010769065893415747 0.0059737818145313886 0.0090727825455966631 -0.0031734743144955831 0.00071261095248961032 0.0081837389525026092 0.0058202703384702785 8.1901070748076398e-05 0.004164460509243172 0.0085292891740076388 0.0096102380508091313 0.0095339064469236318 0.0016441961417016995 0.0052657177313353478 0.00097467846717336215 0.00025982883695002283 0.0012015794728511922 0.015784187972262179 0.0025108840959349081 0.0087101933215120702 0.0094981588469818246 -0.0001249116752296686 0.001427064222516492 0.0086016319738700994 0.0088107336673559598 0.0064191872855362091 0.0076657977028855989 -0.0013388489248851937
leaf_weight=24 21 116 29 27 48 33 35 30 92 27 41 1188 25 109 22 38 32 31 95 23 23 194 20 20 20 20 323 148 237 30
leaf_count=24 21 116 29 27 48 33 35 30 92 27 41 1188 25 109 22 38 32 31 95 23 23 194 20 20 20 20 323 148 237 30
internal_value=0 0.00460019 0.00652301 0.00348346 0.00411756 0.000710134 0.00706548 0.00416082 0.00582736 0.00451829 0.00801331 0.00808171 0.0054084 0.00801903 0.00616374 0.00764776 0.00353258 0.00291977 0.00288147 0.00817899 0.00802597 0.00946319 0.0128605 0.00405492 0.00809049 0.00501435 0.00815438 0.00755086 0.00657029 0.00511165
internal_weight=0 773 284 489 398 91 263 65 167 119 2348 2307 81 198 89 67 56 58 231 2226 1989 237 43 136 1966 40 1926 738 415 178
internal_count=3121 773 284 489 398 91 263 65 167 119 2348 2307 81 198 89 67 56 58 231 2226 1989 237 43 136 1966 40 1926 738 415 178
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 42 42 4 4 15 0 15 13 0 10 0 4 16 42 14 124 15 4 15 4 1455 160 4 3 13
split_gain=0.548747 0.138011 0.101197 0.0845074 0.150482 0.0694936 0.0722856 0.0794033 0.0736239 0.101054 0.0609595 0.0608686 0.0636168 0.0595345 0.0589467 0.0511333 0.0504976 0.0475064 0.0463875 0.0435544 0.0494686 0.0533217 0.0443289 0.0578335 0.0436479 0.0418544 0.0475038 0.0688082 0.0545472 0.0517149
threshold=0.10124500000000002 0.11245500000000001 0.31299000000000005 0.10252500000000002 -1.0000000180025095e-35 -0.019989999999999997 0.086665000000000006 0.42642000000000008 -0.029144999999999997 -0.028889999999999996 0.024095000000000002 -0.14712999999999996 -0.019614999999999997 0.22582000000000002 -0.0087699999999999983 -0.10474999999999998 0.50500500000000004 -0.25582999999999995 -0.012324999999999997 0.062655000000000016 -0.076779999999999987 -0.08730499999999998 -0.15464999999999998 -0.013104999999999999 0.052250000000000012 -0.23681499999999997 -0.55323499999999981 -0.52556499999999995 0.090900000000000009 0.054800000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 14 -5 7 8 -7 -10 11 -6 -13 19 -2 17 -17 -4 -14 20 21 24 -21 -24 -1 -22 -27 -28 29 -29
right_child=1 -3 15 5 10 6 -8 -9 9 -11 -12 12 18 -15 -16 16 -18 -19 -20 22 25 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0092873331659507966 0.0043048142601868934 0.0085134306280506833 0.00022692230866394109 -0.0011764057511534317 0.012750935092335568 0.0081613937365667272 0.0017159938794034332 0.0088563242586678827 0.0040390558475845084 -0.0038525618729181588 0.0019734980326823214 0.0087404070951336964 0.0070160743989981711 0.0017793272295966744 -0.001633432284143055 0.0013408214140396852 -0.0053428147477097808 0.0054797424218673832 0.0019511263556496212 0.013444133843517021 0.010423977786629665 0.0010883428001155456 0.012705845213495196 0.0063054257470260685 0.0031237403699196876 0.0031065319930868493 0.011783087501923244 0.0074755128218468182 0.0048528504814991415 0.005845402079404728
leaf_weight=27 35 66 36 33 20 30 115 40 86 20 22 86 40 20 32 26 20 33 33 21 41 27 20 48 20 28 33 1748 96 219
leaf_count=27 35 66 36 33 20 30 115 40 86 20 22 86 40 20 32 26 20 33 33 21 41 27 20 48 20 28 33 1748 96 219
internal_value=0 0.00414017 0.00373192 0.00425922 0.00557291 0.00317259 0.00366578 0.00493979 0.00378786 0.00255007 0.006941 0.00755153 0.00689752 0.00721198 0.00146864 0.00101744 -0.00156511 0.00273914 0.00472644 0.00725865 0.00717242 0.00462997 0.00942814 0.0081879 0.00666453 0.00725932 0.00719823 0.00725289 0.00718042 0.00729402
internal_weight=0 773 707 592 268 324 291 176 136 106 201 179 159 2348 67 115 46 69 73 2328 2239 74 89 68 47 2165 2124 2096 2063 1967
internal_count=3121 773 707 592 268 324 291 176 136 106 201 179 159 2348 67 115 46 69 73 2328 2239 74 89 68 47 2165 2124 2096 2063 1967
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=31
num_cat=0
split_feature=1 3 4 3 2 2 4 2 4 43 3 0 1 12 44 42 49 11 4 1 14 0 156 1 1 2 124 158 3 4
split_gain=37.7374 5.94753 2.84423 2.7933 2.07723 1.20906 1.26402 1.27969 1.09612 1.04066 0.869414 0.750683 0.677286 0.655813 0.630698 0.606339 0.571067 0.506142 0.495427 0.458502 0.452115 0.439994 0.422631 0.396749 0.350409 0.325225 0.323823 0.287353 0.230987 0.329336
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.065819999999999976 0.14285500000000004 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.053180000000000012 -0.04890499999999999 0.11658 -0.079119999999999982 1.0000000180025095e-35 0.051320000000000005 1.0000000180025095e-35 0.11688500000000002 -0.054984999999999992 1.0000000180025095e-35 0.27287000000000006 0.16175000000000003 0.062655000000000016 -0.22491999999999998 -0.0011799999999999998 0.13265500000000002 0.11910500000000002 0.094095000000000012 -0.082135 0.080695000000000003 -0.23446499999999998 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 8 5 26 -7 -8 11 12 14 17 15 -13 20 -5 -2 -1 27 -6 21 -11 -15 -9 -4 -23 -3 -10 -24 -30
right_child=1 4 24 9 19 6 7 23 18 10 -12 13 -14 22 -16 -17 -18 -19 -20 -21 -22 25 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013335624881625232 0.00088550247829994981 0.00062471199131414515 0.00082708192856350594 0.0012770966773663138 0.00044049110193584675 0.0012359251286469253 0.0010969455238261253 0.00069774856420344773 0.0011491912900021782 0.0010022497554965412 0.00091301276131318756 0.00096832532952007531 0.00085214980530972577 0.0014703901790243923 0.0015472798052106097 0.00091211725196807211 0.001222555410796651 0.001507590805645495 0.00089168812879516037 0.00011873176942269007 0.0014870674528327642 0.0013052691058012247 0.0014160776200393835 0.00044090321119103686 0.00057198362801052247 0.0011531577412300076 0.00039650547042093746 0.001328840992278639 0.0010805855313213216 0.0012613974499261938
leaf_weight=1166 23 45 47 42 90 20 30 161 126 44 38 29 68 38 22 30 121 68 23 21 20 93 32 27 37 129 51 47 43 390
leaf_count=1166 23 45 47 42 90 20 30 161 126 44 38 29 68 38 22 30 121 68 23 21 20 93 32 27 37 129 51 47 43 390
internal_value=0 0.000743941 0.00100146 0.0012682 0.000612 0.000689229 0.000764155 0.000720873 0.00130117 0.00113512 0.00119284 0.00131661 0.000992484 0.00125504 0.00122736 0.00112502 0.00116872 0.00134315 0.00116205 0.000379618 0.00120275 0.00118138 0.00127157 0.000660861 0.000714717 0.00121688 0.000503477 0.001198 0.00125532 0.00124344
internal_weight=0 673 228 2448 445 334 238 218 1962 486 346 1766 140 532 308 72 144 1234 196 111 286 266 503 188 84 222 96 173 465 433
internal_count=3121 673 228 2448 445 334 238 218 1962 486 346 1766 140 532 308 72 144 1234 196 111 286 266 503 188 84 222 96 173 465 433
is_linear=0
shrinkage=0.00196078


Tree=5634
num_leaves=31
num_cat=0
split_feature=1 4 457 2 4 3 12 2 1 13 11 43 133 3 3 15 12 0 133 0 1212 13 133 52 159 12 403 133 0 150
split_gain=0.580341 0.128973 0.10121 0.0783818 0.0694077 0.0686994 0.10147 0.0626969 0.0531876 0.142663 0.0514176 0.0490136 0.0577413 0.0480705 0.138845 0.0779344 0.0814597 0.0601863 0.0445002 0.0698695 0.0558507 0.0536051 0.0608317 0.0443171 0.0428324 0.0555757 0.0508426 0.0434611 0.0592576 0.0657514
threshold=0.10337500000000001 0.26790000000000008 0.079590000000000008 0.12198500000000001 0.40124500000000002 -0.13309499999999996 0.10124000000000001 0.092120000000000021 0.14699000000000004 -0.11122999999999998 0.091795000000000015 -0.05647499999999999 0.086085000000000009 -0.14186499999999996 -0.11171999999999999 0.040760000000000005 0.089410000000000003 -0.15599999999999997 -0.14757499999999998 -0.082284999999999983 0.058525000000000008 -0.010094999999999998 -0.15387499999999996 0.087555000000000008 0.083870000000000014 0.13597000000000004 -0.53255499999999989 0.032270000000000007 -0.04917499999999999 0.083895000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 7 -3 8 18 11 -10 -2 12 -7 15 -15 16 -9 -16 19 20 21 22 23 -1 25 26 -19 -28 29 -29
right_child=1 5 -4 -5 -6 6 -8 13 9 -11 -12 -13 -14 14 17 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0062976720293277293 0.0064212913490003607 0.00552229227132297 0.0012402484612539411 0.0033089710026615649 0.0018861511298878628 -0.0018588202885439387 -0.0046741983043916881 0.0040486628838786575 0.0045372120402753357 -0.0067939993552863596 0.011103000928862738 0.0046667931701564278 0.0037512055771468686 -0.0010913279919844607 0.0020838307377953943 0.014549634082941338 0.011616266930475832 0.0020511503032009516 0.0077186004664970709 0.0054118663314236051 0.014518899510481529 0.0049778979626439873 0.015413615640718491 0.012042980916798115 0.008853330584287715 0.0023816762104176856 0.006127173898349856 0.0070123276276151756 0.012928813323378564 0.012863182151202291
leaf_weight=29 240 70 50 80 22 32 21 33 25 20 26 111 43 23 26 20 25 21 1424 33 28 21 20 25 104 29 252 225 22 21
leaf_count=29 240 70 50 80 22 32 21 33 25 20 26 111 43 23 26 20 25 21 1424 33 28 21 20 25 104 29 252 225 22 21
internal_value=0 0.00423719 0.00544575 0.00605348 0.00747723 0.00275089 0.00198105 0.00752889 0.00258608 -0.000498882 0.0068789 0.00333244 0.00135759 0.00680818 0.00655374 0.00916673 0.00731056 0.00680493 0.00789426 0.00949767 0.0105939 0.009437 0.0107024 0.00895754 0.00698705 0.00664654 0.00687515 0.00706997 0.00795647 0.00751179
internal_weight=0 718 396 346 2403 322 252 2381 231 45 266 186 75 801 723 78 58 700 1580 156 123 95 74 54 674 570 541 520 268 246
internal_count=3121 718 396 346 2403 322 252 2381 231 45 266 186 75 801 723 78 58 700 1580 156 123 95 74 54 674 570 541 520 268 246
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 4 2 1 3 14 4 1 40 1 0 2 0 15 10 2 0 12 1 13 15 0
split_gain=36.1349 5.99741 3.77703 3.0946 2.12731 1.84408 1.18243 0.975614 0.929457 0.924955 0.889424 0.774632 0.582275 0.510146 0.418854 0.855876 0.365835 0.346856 0.336235 0.272017 0.270305 0.775225 0.226126 0.235046 0.219677 0.213564 0.212861 0.209981 0.229882 0.206414
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.17025000000000004 0.40473500000000007 0.09253500000000002 0.40945500000000007 0.13501500000000002 0.090540000000000023 0.30112000000000005 0.062655000000000016 -0.013514999999999998 0.086920000000000011 -1.0000000180025095e-35 0.075045000000000014 -0.046359999999999991 -0.0091949999999999983 -0.10607499999999999 -0.10469999999999999 -1.0000000180025095e-35 0.10467500000000002 -0.14723999999999998 0.096475000000000019 0.089770000000000016 -0.078279999999999975 -0.11345499999999999 -0.092759999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 11 9 25 -5 12 14 13 16 20 17 27 -4 18 -7 -13 21 -1 -3 -24 -23 -6 -19 -16 -29 -21
right_child=1 2 6 8 7 10 -8 -9 -10 -11 -12 19 -14 -15 15 -17 -18 26 -20 29 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014322908797295265 0.0012357774426078403 0.00055036570356157687 0.00060226690982149555 0.0011371701414403619 0.0012800966932096569 0.0012196122858922135 0.00022184475938489927 0.00073073351028823616 0.00073259246060507969 0.00044036999258223258 0.00090483127668229072 0.00096585309805990267 0.00041954108844253894 0.0014723500049544013 0.001233470225281739 0.00084764503207103111 0.00089689617865280208 0.0014465888749460034 0.0010568298146226048 0.0010580412347423989 0.0012979280718102379 0.0011372330105480027 0.00089563627489933778 0.00068834672165704797 0.00087527367195077972 0.0010629008505858627 0.0012579183997748406 0.001288374684161637 0.001100114390244172 0.001223603072194612
leaf_weight=30 76 39 26 34 28 261 54 31 61 132 48 21 22 62 107 37 43 34 60 34 1116 32 24 170 20 46 71 29 178 195
leaf_count=30 76 39 26 34 28 261 54 31 61 132 48 21 22 62 107 37 43 34 60 34 1116 32 24 170 20 46 71 29 178 195
internal_value=0 0.000716136 0.000651921 0.00122429 0.000791028 0.00123841 0.00048218 0.00102275 0.000877389 0.000545221 0.00116386 0.00127914 0.000697312 0.00129892 0.00117986 0.00112971 0.000785876 0.00122119 0.00118919 0.00117944 0.00128994 0.00118129 0.000686603 0.000713991 0.00103648 0.00114508 0.00131901 0.00116294 0.00112649 0.00119902
internal_weight=0 691 615 2430 338 2335 277 105 95 223 825 1510 91 1260 777 351 69 426 321 250 1198 82 233 194 52 74 105 314 207 229
internal_count=3121 691 615 2430 338 2335 277 105 95 223 825 1510 91 1260 777 351 69 426 321 250 1198 82 233 194 52 74 105 314 207 229
is_linear=0
shrinkage=0.00196078


Tree=5636
num_leaves=31
num_cat=0
split_feature=1 3 4 2 30 2 13 15 11 0 3 4 151 43 4 4 13 479 4 1447 12 2 0 43 12 42 12 0 133 3
split_gain=0.606072 0.143696 0.120685 0.102525 0.120971 0.0607731 0.0605655 0.0583453 0.0898064 0.0849614 0.0570207 0.0830053 0.142677 0.0563248 0.056232 0.0796306 0.0728232 0.0638366 0.0683878 0.0706872 0.0545623 0.0853017 0.0544921 0.0520043 0.0585493 0.121149 0.0747072 0.0546145 0.0537507 0.0598797
threshold=0.10124500000000002 0.31299000000000005 -0.04890499999999999 1.0000000180025095e-35 0.086430000000000021 0.14122000000000004 0.17001000000000002 0.040760000000000005 0.077290000000000011 -0.15202999999999997 0.090900000000000009 -0.46376499999999993 -0.0083949999999999979 -0.51144999999999985 -0.42529999999999996 -0.15289999999999995 -1.0000000180025095e-35 0.088785000000000017 0.022185000000000003 -0.072479999999999989 -0.42850999999999995 0.15950500000000004 -0.07384499999999998 0.016310000000000002 0.083785000000000012 0.085730000000000015 0.084100000000000022 -0.089269999999999988 -0.071719999999999992 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 22 7 -5 10 23 -10 13 -12 -13 -1 16 -16 -15 18 -17 -20 -3 -22 -4 24 25 27 -26 -9 29 -28
right_child=1 20 3 6 -6 -7 -8 8 9 -11 11 12 -14 14 15 17 -18 -19 19 -21 21 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0028398639634251597 0.007798088763534796 0.0045435431293611014 0.0093509631596528225 0.0036753474423642063 0.0010675568741223798 0.0039237722635223739 -0.00093032506811141502 0.011431445810718067 0.0085702378282566435 0.01736782424240595 0.0084493063425179569 0.0089431387172745815 -0.0015404290509382812 0.0065074308872378125 0.0027132020133328353 0.0082515307541334432 0.013746947573610779 0.0023048051209612328 0.011676970556499841 0.0058767568274044699 0.0018207646980640834 -0.0054922854951159521 0.0058013549262512717 0.006815126646450201 0.0029870052105532246 0.01762499815473954 0.0093145028525823282 0.0052350249886512759 0.0080394619249051918 0.015061816221780398
leaf_weight=25 131 35 67 265 41 41 32 33 23 21 40 21 34 24 34 729 33 22 23 243 58 22 122 226 26 21 103 25 579 22
leaf_count=25 131 35 67 265 41 41 32 33 23 21 40 21 34 24 34 729 33 22 23 243 58 22 122 226 26 21 103 25 579 22
internal_value=0 0.00451176 0.00508176 0.00440654 0.00599152 0.00774004 0.00317911 0.00780786 0.00834436 0.0127691 0.00733646 0.0049832 0.00246239 0.00753377 0.00763968 0.00747378 0.0106987 0.00763293 0.00775074 0.00637828 0.00125042 -0.000190324 0.00705968 0.00815625 0.00853091 0.0111169 0.00825105 0.00876057 0.00844546 0.010326
internal_weight=0 773 658 527 230 2348 297 2307 1079 44 1228 95 55 1133 1108 1051 57 1017 995 266 115 80 189 1035 809 79 730 58 704 125
internal_count=3121 773 658 527 230 2348 297 2307 1079 44 1228 95 55 1133 1108 1051 57 1017 995 266 115 80 189 1035 809 79 730 58 704 125
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 1 2 47 1 3 4 1 1 0 4 2 133 51 52 49 13 50 16 159 15 1
split_gain=32.4352 5.15162 2.87868 2.5591 2.31232 1.6497 1.20707 0.806904 0.688668 0.684226 0.659778 0.514188 0.473976 0.659259 0.431655 0.789515 0.400198 0.604752 0.360977 0.300719 0.238224 0.265454 0.23303 0.23923 0.23046 0.227649 0.378878 0.219048 0.216156 0.213742
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.13501500000000002 0.062655000000000016 0.09253500000000002 0.17760500000000004 0.13082500000000002 0.080270000000000022 -0.12018999999999998 -0.013514999999999998 0.089770000000000016 0.075045000000000014 -0.038659999999999993 -0.17966999999999997 0.14530500000000005 0.089200000000000015 -0.086719999999999978 0.31359500000000001 0.11560500000000001 -0.078279999999999975 0.083090000000000011 -0.039889999999999988 0.030370000000000005 -0.14147499999999996 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 8 -6 14 12 -5 11 -4 22 -14 16 24 17 -7 -3 20 21 -20 23 -1 -16 26 -15 -18 -26 -23
right_child=1 2 10 9 6 7 -8 -9 -10 -11 -12 -13 13 25 15 -17 27 -19 19 -21 -22 29 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.001195442986121256 0.0011152335753043493 0.00082387189832789926 0.00038240790268313909 0.0010224925446503442 0.0010151633725242967 0.0011172003100423944 0.00060287368410796513 0.00081067209868551854 0.0013687898790738313 0.00067536657246812211 0.00015367242784527707 0.00072261468817790356 0.00081787666394597008 0.00096416738078726548 0.0011271023468502018 0.00074663794120623532 0.0011735554576402377 0.00088438896010445433 0.00038456595220179562 0.0003413120185000688 0.00042683214802390242 0.00067673532341057201 0.0010173058958463771 0.00099284588236231539 0.001208913936918857 0.0011692735100441662 0.0011337141174060821 0.001393616911349237 0.00099450078414823804 0.00055032028925654361
leaf_weight=871 76 20 117 34 86 270 40 48 62 61 43 20 28 71 107 36 83 51 21 24 38 107 31 23 20 247 177 22 188 99
leaf_count=871 76 20 117 34 86 270 40 48 62 61 43 20 28 71 107 36 83 51 21 24 38 107 31 23 20 247 177 22 188 99
internal_value=0 0.000633626 0.00057411 0.00111507 0.000660404 0.0011279 0.000884278 0.00105739 0.00116643 0.000799601 0.000365566 0.000432073 0.00115776 0.00111058 0.00107263 0.00102172 0.00111458 0.00108021 0.000569116 0.000551486 0.00057052 0.000594574 0.00118444 0.00119023 0.00105316 0.00112714 0.00108517 0.00121966 0.00101512 0.000615982
internal_weight=0 691 615 2430 435 2335 126 825 1510 95 180 137 1448 523 777 351 426 321 309 289 265 227 925 894 315 495 248 105 208 206
internal_count=3121 691 615 2430 435 2335 126 825 1510 95 180 137 1448 523 777 351 426 321 309 289 265 227 925 894 315 495 248 105 208 206
is_linear=0
shrinkage=0.00196078


Tree=5638
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 14 1 4 3 0 49 2 12 1 2 2 13 4 15 150 124 0 4 157 4 10 42 3
split_gain=31.0159 5.13406 3.00315 2.6831 2.03419 1.52564 0.996336 0.931493 0.878428 0.822307 0.79342 0.647557 0.867449 0.629189 0.615962 0.612788 0.383252 0.354968 0.321276 0.308669 0.300162 0.26543 0.237931 0.233417 0.223544 0.219722 0.216351 0.20161 0.187027 0.374191
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 0.056590000000000008 0.088105000000000003 0.10252500000000002 0.40473500000000007 0.062655000000000016 0.093575000000000019 -0.069389999999999993 0.11658 -0.10607499999999999 0.036705000000000008 0.13501500000000002 0.09141500000000001 0.085345000000000018 0.094835000000000017 0.17025000000000004 -1.0000000180025095e-35 0.033845000000000007 -0.040439999999999997 0.089910000000000018 -0.087394999999999987 -0.14454499999999995 0.0082450000000000006 -0.08107499999999998 -0.036839999999999991 -0.38124499999999995 0.088670000000000013 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 7 -6 11 16 -4 13 12 15 20 24 23 -5 28 22 25 -7 -17 -3 -1 -13 -16 -2 -19 29 -11
right_child=1 2 9 8 6 10 -8 -9 -10 17 -12 14 -14 -15 19 21 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012275733112120163 0.001175244913966048 0.00069425856188028569 0.00071157037102868002 0.001151815132551117 0.00098629365387871057 0.00098770809420577698 0.00060559069431565286 0.0013305183050341283 0.00064847698254931355 0.00054444228615348493 0.00063699063450377508 0.001159957216007225 0.0012612508542063524 0.00077152184581371231 0.0009004304857205247 0.00087971306581054447 0.00085506362046999936 0.00027226199628312982 0.00064455812896960425 0.00091430921357242253 0.0011109757603435094 0.00061038996890382048 0.00048036291892398602 0.00095754579216351401 0.0010361389434983383 0.0010967206462362377 0.00094876266480271333 1.6362216077087555e-05 0.00024587793368541824 0.00028865585744802986
leaf_weight=20 50 23 22 27 82 172 39 83 62 43 23 1125 35 37 23 34 44 29 107 43 136 24 153 32 59 469 24 20 36 45
leaf_count=20 50 23 22 27 82 172 39 83 62 43 23 1125 35 37 23 34 44 29 107 43 136 24 153 32 59 469 24 20 36 45
internal_value=0 0.000614543 0.000554349 0.00108983 0.000650805 0.00110539 0.000863588 0.00112727 0.000819003 0.00035451 0.000989608 0.00111822 0.000992388 0.00101312 0.00112884 0.000906841 0.000967913 0.000309104 0.000559828 0.00107362 0.00104214 0.000768269 0.000508315 0.0010614 0.00115379 0.00108754 0.00110179 0.000167813 0.000364937 0.000413642
internal_weight=0 673 599 2448 404 2315 121 1947 133 195 368 1864 145 345 1719 110 71 173 283 535 308 58 176 52 1184 492 74 49 124 88
internal_count=3121 673 599 2448 404 2315 121 1947 133 195 368 1864 145 345 1719 110 71 173 283 535 308 58 176 52 1184 492 74 49 124 88
is_linear=0
shrinkage=0.00196078


Tree=5639
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 14 2 1 49 4 1 150 13 1 4 0 15 1429 1 0 1 43 1 12 15
split_gain=31.6198 3.8755 3.55655 2.4669 2.02253 1.5776 1.46154 1.01806 0.896691 0.837002 0.731903 0.729647 0.493438 0.478699 0.432797 0.805074 0.756237 0.44428 0.333324 0.330963 0.288599 0.243193 0.233711 0.231615 0.230302 0.230102 0.229876 0.211552 0.198116 0.182273
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14285500000000004 0.089775000000000008 -1.0000000180025095e-35 0.077845000000000011 0.076175000000000007 0.10803500000000001 0.091195000000000012 -0.012034999999999999 -0.013514999999999998 0.086455000000000018 0.081835000000000019 -0.16152999999999998 0.12958500000000003 -0.046564999999999988 -0.066089999999999996 -0.069954999999999989 -0.015219999999999999 0.13265500000000002 -0.059114999999999994 0.13265500000000002 0.05259500000000001 0.13075500000000004 0.092550000000000007 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 13 7 8 10 25 -4 12 18 29 -2 17 28 -17 -9 -10 -13 -14 24 -15 -21 -8 -3 -19 -6 -16 -1
right_child=1 6 9 -5 27 -7 21 14 11 -11 -12 19 20 22 15 16 -18 26 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012053036764890206 0.00061494438306373706 0.00039497819079707913 0.00094348887289438593 0.00055447364676934467 0.00054477129496780094 0.00063660440980739595 0.00030746678300077522 0.00073287552770446326 0.00092316633040573511 0.00055144338120728155 0.0012736403731537318 0.00070246636210119029 0.00098881086371108606 0.0011313650398806475 0.0010011710137344122 0.00094545105225245717 0.00043080154057466703 0.0010441936006857408 0.00057341331433431774 0.00046618036621438912 0.00074803380001715468 -5.7362991512990471e-06 0.00089590126158321337 0.00024296607453476928 0.00010228999572199013 0.00019649306600109134 0.0009355928046979765 0.00032081459638445023 0.00091052246332982165 0.0010615119860146549
leaf_weight=35 20 43 28 45 50 41 58 21 22 83 58 20 216 21 190 21 23 404 20 120 21 20 71 21 33 47 92 24 181 1072
leaf_count=35 20 43 28 45 50 41 58 21 22 83 58 20 216 21 190 21 23 404 20 120 21 20 71 21 33 47 92 24 181 1072
internal_value=0 0.000489473 0.000993535 0.00100928 0.000723681 0.00101789 0.000381644 0.00102459 0.000454234 0.000650338 0.00105798 0.000526459 0.00104867 0.00088988 0.000974366 0.000927205 0.00067643 0.00101222 0.000756617 0.000466418 0.000967476 0.000190035 0.000949648 0.000432936 0.000233062 0.000291325 0.00102405 0.000472137 0.000956946 0.00106606
internal_weight=0 590 2531 2420 186 2375 404 2334 293 111 1402 203 1344 112 932 415 44 517 42 161 237 111 92 141 91 90 496 74 371 1107
internal_count=3121 590 2531 2420 186 2375 404 2334 293 111 1402 203 1344 112 932 415 44 517 42 161 237 111 92 141 91 90 496 74 371 1107
is_linear=0
shrinkage=0.00196078


Tree=5640
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 4 4 1 15 123 13 12 47 48 49 39 0 13 43 401 12 133 4 1428 2 157 43 15 14 16
split_gain=0.903044 0.192473 0.106123 0.0932282 0.0819316 0.0777717 0.0776988 0.0595914 0.0560073 0.0555743 0.064306 0.0638937 0.0557246 0.0691431 0.0587639 0.0706755 0.0522799 0.0516308 0.051576 0.0513039 0.0901681 0.0512663 0.0509534 0.0507008 0.0608219 0.0490438 0.0653151 0.0810062 0.0484696 0.0766796
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 0.40124500000000002 0.092120000000000021 -0.17966999999999997 0.41257000000000005 0.12000500000000001 -0.43375999999999998 0.084025000000000016 -0.075974999999999987 0.087215000000000015 0.081320000000000017 0.10327000000000001 -0.0097999999999999979 0.10166000000000001 -0.046359999999999991 -0.011289999999999998 0.055925000000000009 0.085605000000000014 -0.092484999999999984 0.092470000000000011 -0.42529999999999996 0.094820000000000015 0.11411 -0.078969999999999985 -0.073404999999999984 -0.074054999999999996 -0.23083499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 4 -1 17 23 28 -8 10 11 -6 14 -14 -12 22 18 -3 21 20 -9 -13 -16 24 -2 -24 27 -27 -7 -30
right_child=1 2 -4 -5 9 7 8 19 -10 -11 12 16 13 -15 15 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0098454800363612753 0.0087914051086111621 0.0048520872369408607 -0.0025306002155918144 0.0028880831542086195 0.014005955525145337 0.0097116309895434183 0.0068989295567873686 0.007195276092818898 0.0010612463526841667 0.0050177320099731052 0.0039435676325644767 0.010509244147019842 0.015385870963497007 0.0073463589884340767 0.011507633414442595 0.0025305687316826415 0.0049943338816418603 0.011872338368134066 0.014591585184362802 -0.0019779319397639486 0.0020965833899091123 0.0062386436492057615 0.0036060716469048363 0.012727058170363306 0.0038201371775357985 0.013901645703008399 0.0073534905325631497 0.0085022648638766775 0.005612355975012074 -0.00050861885926375787
leaf_weight=1580 137 20 23 22 37 22 42 46 27 41 35 108 23 20 49 21 23 22 22 20 141 38 23 25 30 40 230 91 139 24
leaf_count=1580 137 20 23 22 37 22 42 46 27 41 35 108 23 20 49 21 23 22 22 20 141 38 23 25 30 40 230 91 139 24
internal_value=0 0.00532625 0.00408892 0.00936794 0.00942781 0.00443973 0.00749277 0.00400155 0.00461462 0.00860394 0.00879741 0.0102025 0.00819522 0.0116466 0.00789173 0.0081961 0.00946571 0.00852936 0.0100779 0.00283595 0.00335081 0.00939772 0.00847087 0.0085271 0.00789836 0.00808337 0.00836863 0.0101509 0.00530576 0.00471111
internal_weight=0 718 457 2403 2381 434 261 392 69 801 760 228 532 43 489 454 191 42 168 207 187 146 433 192 167 384 361 131 185 163
internal_count=3121 718 457 2403 2381 434 261 392 69 801 760 228 532 43 489 454 191 42 168 207 187 146 433 192 167 384 361 131 185 163
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 376 15 47 0 47 4 2 4 14 0 12 13 48 3 15 10 0 4 3 11 4 52 4
split_gain=16.5886 2.03495 1.85979 1.43078 1.12695 0.823051 0.652882 0.587794 0.538591 0.427953 0.386169 0.334826 0.331391 0.321082 0.296143 0.274568 0.286486 0.232498 0.17131 0.247421 0.18448 0.166869 0.206937 0.165802 0.250618 0.299428 0.147263 0.261231 0.142508 0.128669
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.10803500000000001 0.091545000000000015 0.080200000000000007 0.024640000000000006 0.13082500000000002 -0.23194499999999998 0.080455000000000013 0.033845000000000007 0.14753000000000002 0.27834500000000006 0.076175000000000007 -0.14001499999999997 0.13597000000000004 -0.00051499999999999994 -1.0000000180025095e-35 0.084940000000000015 -0.41942499999999994 -0.38124499999999995 0.11070500000000001 -0.064054999999999987 0.013900000000000001 0.080455000000000013 -0.15464999999999998 -0.42058999999999996 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 10 7 15 -3 11 13 -1 18 17 14 -5 16 -4 26 -6 -20 -21 -15 -23 24 -12 -26 27 -8 -28 -2
right_child=1 3 6 9 8 -7 12 -9 -10 -11 23 -13 -14 21 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0010519702777718053 0.00090982084785304091 0.00074256201008363683 0.00065181770771315778 0.00048741095344417303 0.00046326249021549166 0.00043290085783167403 0.00062317599740503054 0.00039652137020054984 0.00090302383017584504 0.00052338658188573906 0.00091471042001948632 0.00072925435481323438 0.00071686271404766016 0.00030581023328362359 0.00029109426109342578 0.0010182433960941849 0.00086818076149408564 0.00064567960320170302 0.00043906987584730825 0.00051412388341489181 0.00074207313759594245 0.00025948015118346492 1.7934304569220916e-05 0.00063186209862363461 0.00080876083698863145 0.00056371620306983972 0.00085246585991257935 0.00082417384726459625 0.0010513885699066463 0.00071343736626201467
leaf_weight=22 29 77 24 40 74 162 26 25 21 34 50 42 154 32 113 46 1198 29 28 21 39 25 30 26 73 26 45 567 20 23
leaf_count=22 29 77 24 40 74 162 26 25 21 34 50 42 154 32 113 46 1198 29 28 21 39 25 30 26 73 26 45 567 20 23
internal_value=0 0.00045256 0.000817658 0.000416759 0.000698835 0.000519774 0.000841433 0.000657748 0.000604022 0.000317504 0.000807124 0.000573243 0.000799072 0.000288338 0.000342419 0.000869529 0.000863931 0.0008175 0.000532795 0.000591266 0.000662291 0.000193229 0.000127728 0.000776343 0.000801555 0.000744406 0.000825073 0.000815361 0.000913673 0.000822959
internal_weight=0 590 2531 538 422 264 2109 102 225 274 197 204 841 240 153 1268 1222 687 162 88 60 87 55 175 149 99 658 593 65 52
internal_count=3121 590 2531 538 422 264 2109 102 225 274 197 204 841 240 153 1268 1222 687 162 88 60 87 55 175 149 99 658 593 65 52
is_linear=0
shrinkage=0.00196078


Tree=5642
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 2 0 49 4 4 1 12 4 457 4 1 0 0 47 151 15 49 52 15
split_gain=44.573 7.27813 4.89468 3.57752 2.36688 2.27768 1.30413 1.16119 1.09437 1.06806 1.01447 0.737466 0.602599 0.91229 0.60465 0.597219 0.580762 0.47603 0.391676 0.34403 0.322396 0.375267 0.281325 0.276042 0.274773 0.267794 0.267095 0.323068 0.263479 0.244764
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.092845000000000025 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.40945500000000007 0.083135000000000014 0.09141500000000001 -0.52556499999999995 0.080930000000000016 0.057560000000000007 0.082005000000000008 -0.030209999999999997 -0.060129999999999996 0.090100000000000013 -0.088784999999999989 -0.095869999999999983 -0.054319999999999993 0.039215000000000007 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 11 12 19 -6 -5 15 13 16 17 -4 -1 18 -14 20 21 22 -7 -19 25 -3 -18 -28 -22 -13
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 29 14 -15 -16 -17 26 23 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012059041474392449 0.0012082673247876675 0.00076016803461607441 0.00060275392466710139 0.0010809002597147533 0.0010755103742476093 0.0011568510335345193 0.00071450911978556797 0.0014829246513737738 0.00078532476573184827 0.00060455999915408939 0.00066537565770203233 0.00031552157880942951 0.0015424955069295275 0.001395097399960045 0.0010910075718961996 0.00032557576645578234 0.0010812987254575728 0.0012153436368418165 0.0012721425439530503 0.00087663912389124808 0.0009525038206230715 0.0012973281846504019 0.00095576123322096908 0.0010290661535656883 0.00077905970284149748 0.0005563943064624755 0.00098707598262752581 0.00065405801822101812 0.0011550460783684032 0.00011399867134077438
leaf_weight=46 76 29 43 37 81 195 37 76 41 24 58 37 21 35 91 98 26 418 1089 21 58 66 31 33 33 171 24 21 43 62
leaf_count=46 76 29 43 37 81 195 37 76 41 24 58 37 21 35 91 98 26 418 1089 21 58 66 31 33 33 171 24 21 43 62
internal_value=0 0.000635825 0.000565084 0.0012002 0.000723441 0.00121538 0.000371855 0.00124551 0.0010909 0.000967865 0.000827212 0.000319029 0.0012355 0.00111736 0.00124637 0.000410105 0.00103428 0.00125543 0.00127726 0.00112116 0.00113422 0.00116725 0.00112927 0.00120171 0.000613293 0.000585941 0.000923082 0.000831668 0.00103873 0.000189315
internal_weight=0 691 615 2430 338 2335 277 1880 455 105 95 240 1804 152 1652 141 117 1561 1110 414 393 292 226 451 233 200 71 45 101 99
internal_count=3121 691 615 2430 338 2335 277 1880 455 105 95 240 1804 152 1652 141 117 1561 1110 414 393 292 226 451 233 200 71 45 101 99
is_linear=0
shrinkage=0.00196078


Tree=5643
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 2 1 1 16 1 2 4 2 1 1 49 40 1 1 47 15 3 1 0 50 15
split_gain=54.422 8.9002 4.24455 4.01708 2.40805 2.36187 1.81434 1.33688 1.28744 1.25677 1.11573 0.883962 0.871779 0.846971 0.764703 0.711361 0.658339 0.518461 0.490629 0.606891 0.453671 0.449074 0.398197 0.333643 0.328466 0.397912 0.540413 0.323757 0.320078 0.315535
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.095545000000000005 0.14285500000000004 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.089625000000000024 -0.52595999999999987 0.122185 0.08647500000000001 -0.15289999999999995 -0.0091949999999999983 0.16175000000000003 0.075045000000000014 -1.0000000180025095e-35 -0.077714999999999992 0.11910500000000002 0.12958500000000003 0.10350500000000001 0.013270000000000002 -0.12018999999999998 0.077845000000000011 -0.019414999999999998 0.041865000000000006 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 6 20 22 11 12 -5 24 -6 23 16 -9 -13 28 27 -20 -3 -4 -8 -2 25 26 -1 -14 29 -7
right_child=1 5 21 10 9 17 7 15 -10 -11 -12 14 18 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014970859819157757 0.0014901141759953804 0.0006476276688248345 0.00090563225283640651 0.0013384917357801153 0.00098701455012089072 0.00048778802075287355 0.0012268336904433909 0.001095932519026831 0.0017568024767547093 0.0010481779506198721 0.00089774777955664608 0.001099609510571349 0.0013794789171023877 0.0010517137677536583 0.0010386456026564518 0.00070423864093526758 0.0014453887346821391 0.00012707889800061699 0.0012441118857190933 0.0015772478191722165 0.00037780896497561654 0.00061684464907474032 0.00087815841769470888 0.0012640810249636663 0.0015351712099787099 0.0014874576238069384 0.0010563810345004586 0.0011895197037111497 0.00065777878083434751 0.00019178981061878742
leaf_weight=23 74 46 47 34 21 45 34 20 70 48 63 23 374 32 22 164 266 21 27 95 50 37 20 38 732 592 20 38 25 20
leaf_count=23 74 46 47 34 21 45 34 20 70 48 63 23 374 32 22 164 266 21 27 95 50 37 20 38 732 592 20 38 25 20
internal_value=0 0.000813694 0.00112871 0.00144327 0.00145941 0.000652292 0.000734643 0.000826426 0.00149627 0.00135256 0.00105224 0.0014854 0.00137889 0.00133304 0.00139104 0.000746814 0.00141787 0.000404499 0.0013943 0.00150352 0.000507097 0.000778428 0.00109769 0.00141342 0.00150686 0.00147423 0.00129211 0.00136196 0.00046923 0.000396712
internal_weight=0 673 228 2448 2351 445 334 238 1748 603 97 1678 555 144 311 184 289 111 534 122 96 84 54 112 1367 635 43 412 90 65
internal_count=3121 673 228 2448 2351 445 334 238 1748 603 97 1678 555 144 311 184 289 111 534 122 96 84 54 112 1367 635 43 412 90 65
is_linear=0
shrinkage=0.00196078


Tree=5644
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 4 42 2 10 15 4 393 1209 475 43 3 52 12 1375 15 2 133 43 4 42 160 160 160 484 133
split_gain=1.25244 0.256088 0.12476 0.149637 0.119692 0.104175 0.0988561 0.0986318 0.0856208 0.0758976 0.102337 0.088594 0.0780338 0.099433 0.0944659 0.084404 0.162277 0.0716709 0.0903857 0.0783434 0.0703096 0.104736 0.0591366 0.0599788 0.0577084 0.0556675 0.0790283 0.0536669 0.0519611 0.0595371
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.098655000000000007 -0.0060199999999999993 0.14122000000000004 -0.062879999999999978 0.040760000000000005 -0.15464999999999998 0.084580000000000016 0.086895000000000014 -0.085684999999999997 -0.085474999999999982 -0.15447499999999995 -0.083374999999999991 0.092550000000000007 -0.14438999999999999 -0.066844999999999988 0.086950000000000013 0.087035000000000015 0.12266000000000001 -0.034939999999999992 -0.027559999999999998 0.10493500000000001 0.089015000000000011 0.3961050000000001 -0.070054999999999992 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 24 6 -2 -1 9 -4 11 -11 12 13 14 -6 16 -15 18 -17 -19 -16 -22 23 -21 -3 26 -20 -27 -26 -30
right_child=1 2 8 -5 7 -7 -8 -9 -10 10 -12 -13 -14 15 20 17 -18 19 25 22 21 -23 -24 -25 28 27 -28 -29 29 -31
leaf_value=0.011444142881112222 0.010772495948250837 0.0093915991635332187 -0.0039247816319056298 0.01415736352093518 0.017797279644858194 0.0066093808634915818 0.0049103165094397574 0.0063074233481751341 0.0032787875261750415 0.016585811654791047 0.011661864806274158 0.004104387180414051 0.0059469925647135831 0.013554511959886268 0.01574839810928097 0.006429531827535747 0.0022414015998947433 0.010765676827654905 0.011554851169928588 0.0012906790780834853 0.012597398281407855 0.00398414415307343 0.012115002362988889 0.0076011475297759791 -6.1747699655825277e-05 0.0052989146421448547 0.015569522262861332 0.011787974599748851 0.0058231034814311636 0.00208028072637378
leaf_weight=39 134 31 21 20 37 109 57 41 77 44 1037 20 32 21 32 35 32 169 533 20 48 20 20 61 20 26 54 25 255 51
leaf_count=39 134 31 21 20 37 109 57 41 77 44 1037 20 32 21 32 35 32 169 533 20 48 20 20 61 20 26 54 25 255 51
internal_value=0 0.00626465 0.00491386 0.00574015 0.0110244 0.00890509 0.00756468 0.0111684 0.00173517 0.0112563 0.0118623 0.0107036 0.0108169 0.0109544 0.0134803 0.010607 0.00672395 0.0108252 0.0113774 0.00944883 0.0118831 0.0100641 0.00724538 0.00604301 0.0052686 0.0116488 0.0119242 0.00847983 0.00487654 0.0051993
internal_weight=0 718 475 377 2403 243 96 2307 98 2266 1081 1185 1165 1133 137 996 53 943 673 270 100 68 101 81 357 638 587 51 326 306
internal_count=3121 718 475 377 2403 243 96 2307 98 2266 1081 1185 1165 1133 137 996 53 943 673 270 100 68 101 81 357 638 587 51 326 306
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=31
num_cat=0
split_feature=1 52 3 52 48 47 51 44 4 1 1 2 2 133 2 12 12 2 3 4 0 12 49 1213 0 402 42 2 12 48
split_gain=1.01768 0.242058 0.149633 0.104303 0.106872 0.0937875 0.1422 0.0843847 0.0885411 0.0874732 0.10235 0.0753996 0.0747693 0.0709749 0.0814257 0.0795957 0.0653879 0.0893167 0.0648089 0.0900409 0.06889 0.088763 0.0749088 0.0778352 0.0769774 0.0756616 0.115158 0.0641405 0.0625766 0.0714196
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 0.19022000000000003 0.15068000000000001 0.078345000000000012 0.10532000000000001 0.081805000000000017 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.13913500000000004 0.090175000000000019 0.086990000000000012 1.0000000180025095e-35 0.096395000000000022 -0.42850999999999995 0.15950500000000004 0.086245000000000016 -0.46376499999999993 -0.084044999999999995 -0.085119999999999987 0.11560500000000001 0.104315 -0.084509999999999988 -1.0000000180025095e-35 0.087665000000000007 0.08622500000000001 0.11734000000000001 -0.068459999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 28 8 11 12 -11 18 -10 14 15 -7 -4 -18 20 -20 22 -22 23 24 25 26 -1 -26 29 -3
right_child=1 2 16 -5 -6 13 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0118283361509781 0.010328026144769882 0.0077140705997589976 0.0054209012864157562 0.0095105057455260652 -0.0015356833411549981 0.015887511729334409 0.011894988147049354 0.01628317903017714 0.014035802678803781 -0.00051273220769045035 0.0081003125259854116 0.0040511901126592418 0.0085627624979141455 0.0034402063465677202 0.0059868646628456193 0.0079848551210016019 0.0022965236179578793 -0.0051866528514603327 0.011226941620436859 0.0056211322076969612 0.0033898687721895318 0.0099575860640761966 0.0052901244171979752 0.0069042936665937304 0.011586710943499515 0.010836022778301644 0.020689314585179093 0.019313149611380968 0.0087286724775497409 0.0031716182193780454
leaf_weight=55 102 40 35 66 22 26 26 21 28 22 37 20 230 26 40 25 58 22 49 69 21 1024 22 40 21 647 20 22 28 257
leaf_count=55 102 40 35 66 22 26 26 21 28 22 37 20 230 26 40 25 58 22 49 69 21 1024 22 40 21 647 20 22 28 257
internal_value=0 0.00578933 0.00509939 0.00577854 0.00527586 0.00559606 0.00477875 0.00997257 0.00991562 0.00836236 0.00488867 0.0101606 0.00915674 0.00804801 0.00936452 0.0120137 0.00181586 0.00023865 0.010222 0.00794897 0.0103653 0.0098256 0.0110472 0.0112045 0.0114294 0.0111846 0.0141913 0.0155398 0.00420945 0.0037834
internal_weight=0 773 671 556 490 468 351 2348 2327 317 59 2010 258 117 91 51 115 80 1990 118 1872 1045 827 805 765 722 75 43 325 297
internal_count=3121 773 671 556 490 468 351 2348 2327 317 59 2010 258 117 91 51 115 80 1990 118 1872 1045 827 805 765 722 75 43 325 297
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=31
num_cat=0
split_feature=1 52 1 160 4 2 454 51 47 12 47 0 49 0 15 1 12 133 11 1 2 52 51 2 52 13 475 16 16 1213
split_gain=0.825317 0.196957 0.117683 0.0874638 0.0861689 0.0766648 0.0755928 0.0883276 0.0877887 0.0701 0.0638081 0.0615386 0.0608396 0.073352 0.0796473 0.0572223 0.0567959 0.0656086 0.0505114 0.0515657 0.113437 0.0641416 0.0811979 0.0642697 0.137069 0.0999477 0.0583806 0.0505465 0.0631265 0.0567844
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 -0.24498999999999996 0.40124500000000002 0.092120000000000021 -0.037229999999999992 0.11144500000000002 0.10648500000000001 0.11472500000000001 0.11069000000000002 -0.10224499999999999 -1.0000000180025095e-35 -0.040504999999999992 -0.30407999999999996 0.15471500000000002 0.10124000000000001 0.089200000000000015 0.080455000000000013 0.086920000000000011 0.087675000000000017 0.26521500000000003 0.11144500000000002 0.084055000000000005 -0.080979999999999983 -0.0069799999999999992 -0.088274999999999978 -0.084119999999999986 -0.080789999999999987 -0.021674999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 18 -5 8 9 16 -9 -10 -4 14 -14 -15 17 -8 19 21 27 23 -23 24 -1 -26 -25 -21 -29 -30
right_child=1 2 12 6 -6 -7 7 10 11 -11 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 22 -24 26 25 -27 -28 28 29 -31
leaf_value=0.0045835367341239292 0.0094800124819287013 0.011150720416723442 -0.0018426850783608614 -0.00090286592409635584 0.0027118124713359231 0.0081987636928437801 0.0047180583537876873 0.011991133244948523 0.0049582611072823525 0.0097837206535041337 0.0047463182057254014 0.011209816517657602 0.0030065548582933845 0.0030170072667875933 0.010226859846575695 -0.0034412711393088102 -0.00089425663603469741 0.00033831169537734245 0.013216038963154837 0.010943854562288455 0.0019799668829923924 0.0098942136150543345 0.0018086259961938083 0.0053268182176080623 0.011131441084561065 0.016765279451501556 0.0096166944276792066 0.0030410067696886312 0.012255997104394074 0.0080607054748624146
leaf_weight=26 90 24 31 21 22 795 236 31 31 20 20 32 50 34 22 23 25 40 34 86 26 27 23 33 148 40 820 22 37 252
leaf_count=26 90 24 31 21 22 795 236 31 31 20 20 32 50 34 22 23 25 40 34 86 26 27 23 33 148 40 820 22 37 252
internal_value=0 0.00509982 0.00448385 0.00526675 0.00894136 0.00899921 0.00495707 0.00523996 0.00472066 0.00405082 0.00915003 0.00813365 0.00213515 0.00309107 0.00521276 0.000411035 0.00366989 0.00408331 0.00940351 0.00931933 0.00837901 0.00967543 0.00617484 0.00983947 0.011389 0.0123301 0.00945073 0.00879809 0.00820473 0.00859782
internal_weight=0 730 640 480 2391 2369 456 435 384 321 51 63 160 129 72 57 301 276 1574 1540 423 1117 50 1067 214 188 853 397 311 289
internal_count=3121 730 640 480 2391 2369 456 435 384 321 51 63 160 129 72 57 301 276 1574 1540 423 1117 50 1067 214 188 853 397 311 289
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 13 47 49 376 13 149 133 147 4 13 43 42 2 156 0 131 483 3 0 3 402 12 1420 48 160
split_gain=0.682523 0.175108 0.117718 0.110079 0.0927118 0.0874163 0.0730127 0.0718709 0.0718392 0.0700878 0.0669709 0.0637002 0.0623545 0.0586541 0.055809 0.0680978 0.0557286 0.0567638 0.0536047 0.0648009 0.0558333 0.0547369 0.0566739 0.0524833 0.0728116 0.0691712 0.0824897 0.0631855 0.0703162 0.090315
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.078139999999999973 0.11924500000000002 0.18141000000000002 0.085505000000000012 -0.08130999999999998 0.080200000000000007 0.043850000000000007 0.081720000000000015 0.086990000000000012 0.091170000000000015 0.053180000000000012 -0.0093149999999999986 -0.082064999999999985 0.091545000000000015 0.11144000000000001 0.10339000000000002 0.024095000000000002 0.10033500000000002 0.09549500000000001 -0.0096849999999999974 -0.086074999999999985 -0.045649999999999989 -0.012254999999999999 0.086095000000000019 -0.080064999999999983 0.093265000000000015 -0.059339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 7 10 11 -8 12 18 -4 16 23 15 -9 17 -5 19 20 21 22 -2 25 27 26 -3 -25 -29 -30
right_child=6 13 3 4 -6 -7 8 14 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00012304283944623813 0.0029921869842051453 0.01749342822336725 0.0098098524361848842 0.0090237407997444917 0.0040602018489153124 0.0087182074130789655 0.0066797843904051295 0.0073018739055842165 0.00014826185735208647 0.0025374343816656621 0.0078289470868185169 0.002431866507553919 0.0032874046661891046 0.0068350558252075469 -0.0016550251652541405 -7.7497849885660874e-06 0.0045966423647478228 0.014067006696015598 0.0063945290855253528 -0.0026910424314658433 0.0065589704356777178 0.006136361846611614 -0.0011153205282589159 0.012190979430326135 0.0021821592590727267 0.0088353861690558672 0.0091368394041502921 0.0081701350114318557 -0.00061244046249027764 0.0074194172280840579
leaf_weight=28 59 21 25 208 64 37 85 25 21 20 20 22 20 283 34 26 25 25 23 34 24 21 78 37 21 553 27 1192 21 42
leaf_count=28 59 21 25 208 64 37 85 25 21 20 20 22 20 283 34 26 25 25 23 34 24 21 78 37 21 553 27 1192 21 42
internal_value=0 0.00777671 0.00619647 0.00652971 0.00751348 0.00442246 0.003175 0.00321835 0.0053858 0.00825512 0.0022702 0.00635633 0.00866647 0.00817879 0.00148323 0.0035754 0.00908345 0.00956486 0.00180503 0.00131633 0.00206496 0.00138233 0.000653606 0.00837747 0.00802319 0.00915146 0.0127928 0.00811813 0.00799805 0.00474213
internal_weight=0 2756 559 531 362 169 365 132 106 298 259 47 278 2197 85 51 258 233 239 216 182 158 137 1914 1313 601 48 1292 1255 63
internal_count=3121 2756 559 531 362 169 365 132 106 298 259 47 278 2197 85 51 258 233 239 216 182 158 137 1914 1313 601 48 1292 1255 63
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 4 1 2 14 4 1 2 475 12 47 3 13 39 12 4 1 2 43 3 15 3 4 4 0
split_gain=19.4101 2.3103 2.2837 1.6376 1.27965 1.06047 0.662632 0.602321 0.577425 0.544919 0.5274 0.397935 0.324034 0.263822 0.261829 0.251438 0.253586 0.224968 0.248341 0.204288 0.22664 0.204009 0.198214 0.175914 0.208987 0.167709 0.223508 0.248392 0.164446 0.155956
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.10045500000000002 0.088105000000000003 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.076975000000000002 0.36766000000000004 0.089770000000000016 0.17025000000000004 -0.066784999999999983 0.087145000000000014 0.08265500000000002 0.084940000000000015 -0.016469999999999995 0.093755000000000019 0.08815000000000002 -0.51253999999999988 0.104035 0.14530500000000005 -0.04890499999999999 0.30112000000000005 -0.15914499999999995 0.086245000000000016 -0.031404999999999995 0.41379000000000005 -0.095504999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 22 -7 -4 10 11 13 19 17 -6 15 16 -13 -5 -19 20 -1 -15 23 -3 28 -22 -27 -28 -25 -16
right_child=1 3 7 12 8 6 -8 -9 -10 -11 -12 14 -14 21 29 -17 -18 18 -20 -21 25 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0011349065426517935 0.00086681948662883023 0.0003979963939776758 0.00080943814292979766 0.00026890241915608902 0.00093632984859170663 0.00078828958061378965 0.00045706390549300931 0.00049609482593821115 0.00050556909722777508 0.0010661900931713628 0.00056705938821489162 0.00048810909909553161 0.00014580901003643577 0.00081506973416242484 0.00071576850203906785 0.00089950101149966345 0.00077314634249136063 0.00057352915249180567 0.00028788749072136303 0.00088230389310060137 0.0010854078176753973 0.00062020384333446731 0.00027627033055029515 0.00065245026600511946 0.00039478035846906017 0.00092649309777120706 0.00093054328701631917 0.0006289622749016732 0.00048335807480137134 0.00087828502583013515
leaf_weight=20 52 100 34 80 68 69 35 77 26 75 33 21 50 338 25 23 28 25 22 627 24 22 25 41 43 801 21 21 48 247
leaf_count=20 52 100 34 80 68 69 35 77 26 75 33 21 50 338 25 23 28 25 22 627 24 22 25 41 43 801 21 21 48 247
internal_value=0 0.000472156 0.000867085 0.00043401 0.000879699 0.000509759 0.000676819 0.000592074 0.000789869 0.00090233 0.000805903 0.000895716 0.000279516 0.000824319 0.000835516 0.000730374 0.000650988 0.000332157 0.000439825 0.000909394 0.000928544 0.000803161 0.000442154 0.000460029 0.000507024 0.000923784 0.000919182 0.000779753 0.000561254 0.000863348
internal_weight=0 590 2531 538 2420 361 104 111 487 1933 461 1858 177 428 344 72 49 127 47 1514 887 360 257 232 132 867 843 42 89 272
internal_count=3121 590 2531 538 2420 361 104 111 487 1933 461 1858 177 428 344 72 49 127 47 1514 887 360 257 232 132 867 843 42 89 272
is_linear=0
shrinkage=0.00196078


Tree=5649
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 14 2 4 11 1 1 4 47 43 1 1 160 3 4 43 3 4 1 131
split_gain=37.1232 6.55274 3.876 2.76783 2.30284 1.75518 1.53696 1.36335 1.09856 0.977953 0.957668 0.740428 0.733249 0.566664 0.560015 0.430735 0.38173 0.661535 0.319707 0.272261 0.245958 0.238176 0.220057 0.253994 0.212403 0.310775 0.234358 0.205438 0.201067 0.194855
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.27834500000000006 0.13082500000000002 0.089775000000000008 0.09253500000000002 0.11474000000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.091195000000000012 0.088975000000000012 -0.081114999999999979 0.090100000000000013 -0.14792499999999997 0.16175000000000003 0.093100000000000002 -0.067824999999999983 -0.010424999999999999 0.0052350000000000009 -1.0000000180025095e-35 -0.097174999999999984 0.23246000000000003 0.11669000000000002 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 6 8 12 11 -5 27 15 13 -4 16 -1 24 -18 28 -16 -14 -21 -15 -24 25 -10 -27 -6 -3 -2
right_child=1 2 7 9 10 -7 -8 -9 14 -11 -12 -13 20 22 19 -17 17 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012327575458884895 0.0012661466388141408 0.0006195658597124194 0.00065014095140678192 0.0011048386646853598 0.0011439413049962601 0.00077767643328383745 0.00068265623416996165 0.00076265880965371575 0.0011929279496319786 0.00068984037245423493 0.00062225758846776158 0.0014416215060437862 0.00027966925427932765 0.00054104292331754085 0.0011046593610534703 0.0011370279097803798 0.0012050545593192674 0.00078685022093714235 0.00079534042735079956 0.0015384198520697798 4.0601303124405533e-05 0.0012740655826218234 0.00045785317996370733 0.00023137260928781509 0.0010873835057269258 0.00089111376042459516 0.0011166458547228427 0.00093945364059965593 0.0004682338190538069 0.0010568699798073342
leaf_weight=1106 50 157 39 34 51 41 23 37 333 61 24 59 78 23 21 216 26 33 33 20 21 38 32 47 244 20 155 30 43 26
leaf_count=1106 50 157 39 34 51 41 23 37 333 61 24 59 78 23 21 216 26 33 33 20 21 38 32 47 244 20 155 30 43 26
internal_value=0 0.000651386 0.000584262 0.00116644 0.00072518 0.00117979 0.00118698 0.000412312 0.00119209 0.000838366 0.000966274 0.00122671 0.000358301 0.000449116 0.00113837 0.00121712 0.00112302 0.000971144 0.000616533 0.00129596 0.000228958 0.00136522 0.000372253 0.000323112 0.00113493 0.00115777 0.00109087 0.00106821 0.000587029 0.00119455
internal_weight=0 691 615 2430 338 2335 2294 277 2271 95 105 1381 240 141 890 1322 811 59 233 79 99 58 102 79 752 508 175 81 200 76
internal_count=3121 691 615 2430 338 2335 2294 277 2271 95 105 1381 240 141 890 1322 811 59 233 79 99 58 102 79 752 508 175 81 200 76
is_linear=0
shrinkage=0.00196078


Tree=5650
num_leaves=31
num_cat=0
split_feature=1 4 457 2 2 44 124 2 12 40 13 12 4 3 12 42 43 13 133 43 48 14 0 4 49 4 15 11 0 133
split_gain=0.79682 0.189162 0.16454 0.118128 0.0875518 0.0758566 0.0785483 0.0770891 0.0738095 0.0826342 0.0761863 0.080512 0.0707392 0.0700515 0.0626027 0.0593165 0.0535972 0.0681618 0.056395 0.053029 0.0532483 0.0519253 0.0622501 0.122581 0.0803983 0.073203 0.0630315 0.0523697 0.0586511 0.0514765
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 0.12198500000000001 0.25063000000000007 0.081805000000000017 -0.076779999999999987 0.14122000000000004 -1.0000000180025095e-35 -0.0036699999999999992 -0.11122999999999998 0.092465000000000006 -0.0083799999999999986 -0.13309499999999996 1.0000000180025095e-35 -0.0041849999999999986 -0.05647499999999999 -0.061684999999999997 0.087495000000000003 0.11268500000000002 0.016865000000000002 0.062655000000000016 -0.10836499999999999 0.0033150000000000007 -0.007794999999999999 0.022185000000000003 -0.008624999999999999 0.082485000000000017 -0.099059999999999995 0.11524500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 8 13 6 15 21 9 -2 -10 -12 -4 -3 16 -1 17 18 -15 20 -18 22 23 26 -25 27 -8 28 -24 -27
right_child=1 4 12 -5 -6 -7 7 -9 10 -11 11 -13 -14 14 -16 -17 19 -19 -20 -21 -22 -23 25 24 -26 29 -28 -29 -30 -31
leaf_value=0.0085910819332442583 0.007595767609775067 0.006556965865572726 0.0042678546358365568 0.0038239138961216669 -0.0025176225889784595 0.014808121022014393 0.0056900371438697792 0.0045833748504065163 0.0041256109094579838 0.00024132393088869072 0.012877288225858489 0.0084456481664658412 -0.002692100231576225 -0.00029952912147910822 -0.0024191102531767685 0.0030997720863004882 0.0064450026864506073 -0.0027497763805850238 0.0066679027038984567 0.00030308266286738217 0.00077306977007538088 0.011383165039998644 0.014183201297419146 0.0052336738224969146 0.011108573113222409 0.0077997840423631717 -0.0012778408138547092 0.0042500562472490688 0.009205590448003528 0.0030022905107426386
leaf_weight=37 50 69 40 80 24 21 37 41 28 22 57 146 23 21 20 42 96 27 26 24 20 85 24 36 66 160 20 21 1732 26
leaf_count=37 50 69 40 80 24 21 37 41 28 22 57 146 23 21 20 42 96 27 26 24 20 85 24 36 66 160 20 21 1732 26
internal_value=0 0.00512329 0.00646277 0.00724177 0.00329637 0.00882488 0.00877089 0.0088798 0.00814417 0.00534858 0.00901553 0.00969 0.00172692 0.00375688 0.00293122 0.00567165 0.00343125 0.00125448 0.00355479 0.00458183 0.00546708 0.00895962 0.00886254 0.00695945 0.00903508 0.00901669 0.00324517 0.00921425 0.00927362 0.00712917
internal_weight=0 773 446 383 327 2348 2327 2248 303 72 231 203 63 303 234 79 214 74 47 140 116 2207 2122 159 102 1963 57 1777 1756 186
internal_count=3121 773 446 383 327 2348 2327 2248 303 72 231 203 63 303 234 79 214 74 47 140 116 2207 2122 159 102 1963 57 1777 1756 186
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 1 0 150 1 2 47 2 52 3 0 49 1447 1 447 1 16 4 15 52
split_gain=32.792 5.34467 3.2053 2.90409 2.16026 1.78102 1.15985 0.927497 0.901746 0.795643 0.767673 0.566433 0.506419 0.477144 0.464244 0.348102 0.27353 0.264296 0.237036 0.304785 0.319162 0.190823 0.178848 0.178215 0.170781 0.166359 0.1945 0.163039 0.159453 0.147805
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.089770000000000016 -0.10607499999999999 1.0000000180025095e-35 0.15799000000000005 0.089885000000000007 0.090100000000000013 -0.0091949999999999983 0.060015000000000006 0.31370500000000007 -0.10324499999999999 -0.054319999999999993 -0.082869999999999985 0.076935000000000017 0.083310000000000009 0.11669000000000002 -0.29154999999999992 -0.036839999999999991 -0.14147499999999996 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 16 6 11 14 13 -6 -5 15 -13 23 18 24 25 -14 19 20 -4 -12 -17 -7 29 26 -3 -2 -27 -1
right_child=1 2 7 10 9 8 -8 -9 -10 -11 21 12 17 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0010371267716630041 0.0010369411151783139 0.00055276063842910419 0.00047532527406603882 0.00086970254198799493 0.00089751302628054931 0.00088995545835532071 0.0012369421316039387 0.00056149905789091659 0.00058895132638245025 0.00051665783573696814 0.00060700409233888834 0.0007101580486204446 0.00073120001539149699 0.00064269030248893712 6.7585296615832987e-06 0.0011086347508777327 0.00060381558339155214 0.00096501677557364997 0.00039087419933471273 7.003648544424305e-05 0.00022008047919349214 0.00039093233511046648 0.00095435346752719406 0.0009939826323344845 0.00085468362915972255 0.00041447845188375223 0.00039619659151043658 0.00084033320396164669 0.00017509109491263241 0.00089012180321789694
leaf_weight=1008 50 43 23 34 71 290 79 34 41 30 33 39 20 27 35 31 33 263 38 40 104 30 424 81 21 23 105 24 20 27
leaf_count=1008 50 43 23 34 71 290 79 34 41 30 33 39 20 27 35 31 33 263 38 40 104 30 424 81 21 23 105 24 20 27
internal_value=0 0.000476035 0.000414618 0.000964741 0.000546318 0.000978459 0.00100432 0.000258405 0.00086583 0.000784388 0.000632258 0.000994293 0.000919626 0.000894353 0.000215467 0.0010102 0.000438974 0.000948493 0.0002511 0.000219295 0.000266306 0.000504113 0.000964865 0.000912668 0.00102974 0.000410493 0.000441685 0.000973176 0.000303135 0.00103329
internal_weight=0 673 599 2448 325 2351 1912 274 439 101 97 1833 322 398 240 1511 224 283 205 167 127 63 455 371 1056 191 148 74 43 1035
internal_count=3121 673 599 2448 325 2351 1912 274 439 101 97 1833 322 398 240 1511 224 283 205 167 127 63 455 371 1056 191 148 74 43 1035
is_linear=0
shrinkage=0.00196078


Tree=5652
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 14 1 2 47 1 0 12 1 157 13 475 12 4 147 157 16 47 3 1 52 2 49
split_gain=28.2193 3.37113 2.82819 2.38918 2.13392 1.35639 1.05767 0.892745 0.855373 0.768626 0.641263 0.504064 0.464728 0.445763 0.385418 0.366504 0.335549 0.674357 0.32565 0.298734 0.358502 0.259959 0.250687 0.241356 0.239849 0.254625 0.219236 0.206074 0.194413 0.191824
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.069009999999999974 0.36766000000000004 0.10045500000000002 0.13075500000000004 0.14285500000000004 0.076175000000000007 0.09253500000000002 0.14122000000000004 0.10019500000000002 0.089770000000000016 -0.062294999999999996 0.087145000000000014 0.16175000000000003 -0.067349999999999979 -0.00096999999999999983 -0.066784999999999983 0.09141500000000001 -0.51843499999999987 0.08955500000000001 -0.069619999999999987 0.19444000000000003 0.08265500000000002 0.084940000000000015 0.104035 -0.53964499999999982 0.090545000000000014 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 5 8 21 11 12 -4 18 16 19 -13 24 -8 -5 -18 -7 20 -1 -3 -21 28 25 -14 -20 -2 -24 -11
right_child=1 6 9 7 -6 10 15 -9 -10 29 -12 13 14 -15 -16 -17 17 -19 26 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013589865542988089 0.0011235741521018782 0.00057896731464418842 0.00098453490783255264 0.00035483404519219027 0.00063607531126937578 0.0011179342530796684 0.00034572660928511501 0.00034895536986895894 0.0012923448617627731 0.00072469231544756421 0.00073681210458549455 0.00095799194689811303 0.00063916662269655397 0.00059255542117062293 0.0010498335088542721 8.5829054242839991e-05 0.00053035445550672969 0.00090929341009434535 0.00098237176742075661 0.00083776055987364322 0.001106287353878297 0.00033644376596545471 0.001151736621981524 0.00089716735825526946 0.001051667304701614 0.00092883897297255851 0.00078007792619242929 0.0009141337964008356 0.0010425007885641591 0.00052880961299890173
leaf_weight=22 24 113 34 20 45 68 126 45 77 40 41 33 20 21 263 25 65 25 323 21 1143 20 91 32 23 28 22 73 201 37
leaf_count=22 24 113 34 20 45 68 126 45 77 40 41 33 20 21 263 25 65 25 323 21 1143 20 91 32 23 28 22 73 201 37
internal_value=0 0.000568847 0.00104503 0.000711634 0.00105907 0.00106709 0.000414998 0.0005936 0.00108987 0.00073899 0.000970697 0.000660728 0.00108141 0.000815878 0.00101523 0.000302697 0.000584564 0.000635615 0.000993916 0.00109605 0.00111106 0.000542498 0.00104537 0.00105883 0.000887031 0.000808142 0.000969472 0.000965954 0.00107654 0.000630567
internal_weight=0 590 2531 306 2420 2375 284 209 1921 111 454 164 1844 54 334 151 110 90 413 1510 1165 133 345 324 71 48 345 97 292 77
internal_count=3121 590 2531 306 2420 2375 284 209 1921 111 454 164 1844 54 334 151 110 90 413 1510 1165 133 345 324 71 48 345 97 292 77
is_linear=0
shrinkage=0.00196078


Tree=5653
num_leaves=31
num_cat=0
split_feature=1 52 3 4 39 2 2 0 4 51 15 11 12 47 123 0 16 16 52 13 52 151 52 3 15 0 483 1429 484 133
split_gain=0.928304 0.209033 0.135586 0.0912783 0.0875992 0.0839191 0.0824246 0.0758234 0.0710382 0.072436 0.079002 0.0706959 0.0739029 0.0689174 0.0686971 0.0702653 0.114686 0.0678351 0.0735241 0.0677986 0.0717639 0.0660872 0.0605278 0.0569545 0.0542127 0.052272 0.0495553 0.0832814 0.0908024 0.185188
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.087735000000000021 0.10005000000000001 1.0000000180025095e-35 -0.019414999999999998 -0.15464999999999998 -0.071649999999999978 -0.46743999999999997 1.0000000180025095e-35 0.09320500000000001 0.078345000000000012 0.084025000000000016 -0.026509999999999995 0.15273500000000004 0.037555000000000005 0.0046550000000000003 -0.013634999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0060650000000000009 0.11658 -0.059484999999999989 0.12113000000000002 -0.070084999999999981 0.084770000000000012 0.073690000000000019 0.085895000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 11 7 24 -8 -10 -11 26 17 -6 15 21 -17 18 -13 -12 -21 -7 -4 -22 -3 -18 -1 -28 -29 -30
right_child=1 2 22 -5 13 14 8 -9 9 10 19 12 -14 -15 -16 16 25 -19 -20 20 23 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.011616210258078605 0.0098499094356278277 0.0076938588052086303 4.4268977392134787e-05 0.0030000412699089131 0.0025686917280940439 0.014152792807668447 0.010659670235500449 0.0034783851729186539 -0.0011636589159024879 0.010654026334700377 0.0013367111899424346 0.015992894626799085 0.0071349829568394599 0.0075879044296658224 0.0030214012862415985 0.0011299044336943378 0.0050055754468000188 0.017748584804524268 0.0081034959819926717 0.0095134183870894569 0.0066864076719962461 0.0088006753100309653 0.0049914934483240364 0.0010952769838539617 0.012401126629192731 0.011030523989918745 0.0096556753237091938 0.0099370130994159023 -0.0019578470729929571 0.0096493344321580878
leaf_weight=116 90 63 79 22 140 25 21 26 20 23 50 21 21 34 24 31 24 28 27 35 38 299 36 35 40 36 1615 47 27 28
leaf_count=116 90 63 79 22 140 25 21 26 20 23 50 21 21 34 24 31 24 28 27 35 38 299 36 35 40 36 1615 47 27 28
internal_value=0 0.00533744 0.00470287 0.00941162 0.00538409 0.00947117 0.00629357 0.00830385 0.00512543 0.00454723 0.00517827 0.00975502 0.012386 0.00354946 0.00822322 0.00852405 0.00606879 0.0138369 0.0115551 0.00438116 0.00579063 0.00921365 0.00159297 0.00400573 0.00952192 0.00862054 0.0096158 0.00948065 0.0067094 0.00395126
internal_weight=0 730 640 2391 525 2369 351 129 222 201 181 1930 97 174 439 415 91 76 48 158 108 324 115 73 103 60 1833 1717 102 55
internal_count=3121 730 640 2391 525 2369 351 129 222 201 181 1930 97 174 439 415 91 76 48 158 108 324 115 73 103 60 1833 1717 102 55
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=31
num_cat=0
split_feature=1 1 457 2 43 9 0 45 14 0 1 3 10 1 0 42 130 1208 123 34 13 12 51 1213 15 13 0 12 49 157
split_gain=0.754164 0.179634 0.142654 0.106838 0.0952126 0.07226 0.0683412 0.0649826 0.0653962 0.0988768 0.117902 0.0768803 0.0766474 0.0564152 0.0550964 0.0547288 0.0568969 0.0555032 0.0531974 0.0557071 0.0820458 0.0784943 0.0615652 0.0489797 0.0512403 0.0469719 0.0453242 0.0688683 0.0453193 0.0444576
threshold=0.10124500000000002 0.12337000000000002 0.079590000000000008 0.10672500000000001 -0.070064999999999975 -1.0000000180025095e-35 0.18019500000000002 0.081955000000000014 0.062655000000000016 -0.13027499999999997 0.083135000000000014 -0.0037349999999999996 -0.0026549999999999994 0.16773500000000005 -0.14723999999999998 0.11457500000000002 -0.072444999999999982 0.099975000000000008 0.12067000000000001 -0.038779999999999995 -0.072819999999999982 -0.081419999999999979 -0.031924999999999995 -0.021674999999999996 0.090455000000000021 -0.39067499999999994 -0.23091999999999999 -0.089199999999999988 -0.0069299999999999995 -0.48214999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 14 -2 7 8 9 10 -1 -12 -11 18 -5 16 -14 23 19 -3 21 25 -22 -17 -25 -21 -4 -28 -7 -18
right_child=1 13 26 4 -6 28 -8 -9 -10 12 11 -13 15 -15 -16 17 29 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0099284361682033962 0.0035212654905850426 0.00025323338218425452 0.0060760586921657835 -0.0019424738401236635 0.006550525547641451 0.012709074787174663 0.0035938716066344308 0.013973011891357601 0.011169902211201661 0.0037104519651542491 -0.0010820639409268131 0.0055365780657329776 0.011509213829413056 -0.001797161592454042 0.0044395193119623495 0.0093829662523007614 0.01325521454037655 0.010234288976219409 -0.0013522243190726097 0.0026859819558599303 0.0099486046696476878 -0.00033487651515035679 0.0047547858273704864 0.0073430652299430223 0.0025621479657916904 0.0088113252650059409 0.0051174961429621491 -0.0021660329609671058 0.0084490272346587122 0.0086273808236477251
leaf_weight=42 26 38 21 24 143 30 28 22 89 32 26 54 74 23 31 29 21 37 22 31 33 52 74 40 51 21 21 34 149 1803
leaf_count=42 26 38 21 24 143 30 28 22 89 32 26 54 74 23 31 29 21 37 22 31 33 52 74 40 51 21 21 34 149 1803
internal_value=0 0.00490358 0.00609787 0.0068473 0.00519056 0.00844746 0.00850473 0.008564 0.00851221 0.00840514 0.005638 0.00338552 0.0085669 0.00295778 0.00165465 0.00864252 0.00879094 0.0068482 0.00336133 0.00377779 0.00441255 0.0024124 0.00635662 0.00580415 0.00466365 0.00515968 0.00212394 0.000614951 0.009163 0.00868066
internal_weight=0 773 479 403 198 205 2348 2320 2298 2209 122 80 2087 294 55 2055 1898 157 271 249 211 104 107 120 91 52 76 55 179 1824
internal_count=3121 773 479 403 198 205 2348 2320 2298 2209 122 80 2087 294 55 2055 1898 157 271 249 211 104 107 120 91 52 76 55 179 1824
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=31
num_cat=0
split_feature=1 1 16 10 0 402 34 123 2 124 2 4 52 13 147 14 4 13 4 0 2 0 1 52 16 131 52 41 129 394
split_gain=0.615128 0.15879 0.103838 0.074351 0.0844062 0.0754394 0.0811885 0.082457 0.0661265 0.0782665 0.0655588 0.103172 0.0632598 0.0591097 0.0590632 0.0547092 0.0514461 0.0494445 0.0660721 0.0549851 0.0633197 0.0489487 0.0426843 0.0499547 0.0544898 0.110509 0.0416348 0.040809 0.0382319 0.0420174
threshold=0.11829500000000003 0.093890000000000015 0.40020000000000006 -0.079859999999999987 -0.05208999999999999 0.09388500000000001 -0.021334999999999996 0.12630500000000003 0.096015000000000017 -0.083584999999999979 0.10644500000000001 -0.07168999999999999 0.090245000000000006 -0.28558999999999996 0.089365000000000014 0.062655000000000016 0.42642000000000008 0.05868000000000001 -0.013125 -0.036484999999999997 0.13622000000000004 -0.076899999999999982 0.10984500000000001 -0.082554999999999976 -0.046599999999999996 0.090385000000000007 0.039215000000000007 0.089785000000000018 0.11234000000000001 -0.16013499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 8 4 -2 6 -5 13 9 -3 14 -12 16 -8 15 27 -10 18 -15 20 -20 26 23 -11 -25 -26 -13 28 29 -1
right_child=3 2 -4 5 -6 -7 7 -9 12 22 11 21 -14 17 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0037723332294262949 0.0026009206139646912 0.0027514219006642381 0.0085881331258923065 0.00016593460459262134 -0.0055861696857027708 -0.0020563613073053687 0.0023833263709368011 -0.0014035304915159942 0.0027432677963123184 0.011158947132173039 0.00028781833019680703 0.00069870428803066418 0.008276677519203194 0.011501164873199608 0.0035611738411535049 0.010543522347186985 0.0071099544802564196 0.002858816417200225 0.0069759884458035232 0.010081744158174843 0.0013322535676486566 0.0076231955808830111 0.010459766225623234 0.007388234235458895 -0.0024788329005241399 0.0071175464335829029 0.0069957042467736069 0.0041296043682710398 0.012324786800891161 0.0079856073770672702
leaf_weight=24 34 47 117 46 20 22 53 20 172 21 26 21 31 27 30 83 32 35 50 25 33 188 35 91 20 30 21 28 20 1719
leaf_count=24 34 47 117 46 20 22 53 20 172 21 26 21 31 27 30 83 32 35 50 25 33 188 35 91 20 30 21 28 20 1719
internal_value=0 0.00736243 0.00591741 0.00299382 -0.000431335 0.00358854 0.00401826 0.0047475 0.00526506 0.00641814 0.00776115 0.0062587 0.00406782 0.00529916 0.00796317 0.00803364 0.00342824 0.00620822 0.00707658 0.00597044 0.00473209 0.00693367 0.00729294 0.00660875 0.00593106 0.00327899 0.0038472 0.00791732 0.00797748 0.00792759
internal_weight=0 2756 596 365 54 311 289 243 479 244 2160 256 235 223 1904 1874 204 170 135 108 83 230 197 162 141 50 42 1791 1763 1743
internal_count=3121 2756 596 365 54 311 289 243 479 244 2160 256 235 223 1904 1874 204 170 135 108 83 230 197 162 141 50 42 1791 1763 1743
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 47 1 0 150 2 2 1 1 132 2 106 2 3 49 0 133 1420 47 16 14
split_gain=28.8436 4.48199 3.00187 2.3158 2.0296 1.42419 0.945632 0.920732 0.822323 0.734851 0.673509 0.46661 0.470942 0.32782 0.26078 0.255403 0.25121 0.247088 0.241984 0.222454 0.208282 0.219189 0.191262 0.186486 0.179776 0.163689 0.163653 0.156082 0.347619 0.157571
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.13082500000000002 0.089770000000000016 -0.10607499999999999 1.0000000180025095e-35 0.092365000000000017 0.17760500000000004 0.076935000000000017 0.076935000000000017 0.08696000000000001 -0.0091949999999999983 0.087690000000000004 0.14122000000000004 0.30112000000000005 -0.054319999999999993 -0.030209999999999997 0.099660000000000012 -0.084814999999999988 0.078345000000000012 -0.29154999999999992 -0.42495999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 -6 -5 13 15 14 -13 17 26 -4 -16 24 20 -14 21 22 27 -10 25 -7 -1 29 -29 -3
right_child=1 2 10 8 7 9 -8 -9 23 -11 -12 12 19 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012827256234253152 0.0010504645467688939 0.00072825360034112923 0.00034065546816420747 0.0010023976604195341 0.00096590355330822514 0.0010219970123500853 0.001298970238509738 0.00059992981884514276 0.00072573384693953792 0.00064535190380806296 0.00065429740778320583 0.00081010472952810109 0.00084058834714632403 0.00077633793231102546 0.0010254108767552021 0.00016616236933834452 0.0012532152644559448 0.0010960873338132122 0.00037802200477944653 0.001055099518784543 0.00037224620790677325 0.00039450653186217348 0.00048175469374790248 0.00051213167705177487 0.00084807093498384493 0.00091307056532923068 0.0011038887999453822 0.00056313951093032815 0.00092031342287858325 0.00055944764712715842
leaf_weight=20 74 27 129 34 82 194 79 39 33 26 23 39 20 27 268 43 20 81 30 263 20 22 42 30 38 73 1203 22 20 100
leaf_count=20 74 27 129 34 82 194 79 39 33 26 23 39 20 27 268 43 20 81 30 263 20 22 42 30 38 73 1203 22 20 100
internal_value=0 0.000595209 0.000538967 0.00105355 0.000635403 0.0010658 0.00108892 0.000847945 0.000756646 0.000965083 0.000339171 0.00107987 0.0010121 0.000985212 0.00109431 0.000297032 0.00104123 0.000999822 0.000544528 0.00103994 0.000564272 0.000580754 0.000600174 0.000624019 0.000974257 0.000992216 0.00110681 0.000629603 0.000733222 0.000595336
internal_weight=0 673 599 2448 404 2351 1912 121 97 439 195 1833 322 413 1511 172 288 386 283 283 253 233 211 63 305 267 1223 169 42 127
internal_count=3121 673 599 2448 404 2351 1912 121 97 439 195 1833 322 413 1511 172 288 386 283 283 253 233 211 63 305 267 1223 169 42 127
is_linear=0
shrinkage=0.00196078


Tree=5657
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 150 0 2 1429 1454 1446 159 42 42 3 1 1204 1204 1446 484 12 48 159 2 149 1 151 12 3 43
split_gain=0.62017 0.179655 0.153873 0.143585 0.0882225 0.0723725 0.0718837 0.0617985 0.134069 0.0708471 0.0688654 0.145941 0.128755 0.102223 0.0614542 0.0643715 0.0658216 0.0991638 0.0609193 0.0585678 0.0833538 0.0617939 0.0663451 0.0872099 0.0558832 0.0627918 0.0547715 0.0943479 0.0824593 0.0925283
threshold=0.27044500000000005 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 0.25063000000000007 -0.086544999999999983 -0.16360999999999995 0.08647500000000001 0.084545000000000009 0.090210000000000026 0.083715000000000026 -0.085489999999999997 0.088295000000000012 0.085730000000000015 -0.16186999999999999 0.088975000000000012 -0.082759999999999986 -0.079429999999999987 0.11483500000000001 -0.020124999999999994 0.09474500000000001 0.10227500000000002 0.087225000000000011 0.11263500000000001 0.07770500000000001 0.11910500000000002 -0.085489999999999997 0.083715000000000026 -0.086424999999999988 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 24 -4 -7 8 9 10 11 -1 13 -12 -9 16 -16 -18 26 20 -8 22 23 -21 25 -2 27 -19 -29 -30
right_child=4 -3 3 -5 -6 6 19 14 -10 -11 12 -13 -14 -15 15 -17 17 18 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011012030324006143 0.0045469293096878872 8.3609990366367683e-05 0.0026109851111790969 0.0036148062051759794 -0.0028290057787671687 0.012654049188131468 0.012944233691244311 0.011718886545242961 0.0013166700722573902 0.0035700642406785244 0.010149013064801694 0.0090528687114267842 0.0052397862342851501 0.018693979739743686 0.012686804347322323 0.001782120184216183 0.00041533124167472126 0.015903858835517894 0.0020456976839341224 0.006996769470639143 0.0055559197691484145 0.0026643155773247904 0.0030237139300688318 0.013240822567604484 0.0078093003257419221 0.0017158704315789225 0.0073757113097643809 0.0057825466787273239 0.01662436906248331 0.0074988291189074519
leaf_weight=24 150 33 35 161 24 24 37 34 24 24 28 603 21 28 24 20 20 20 20 329 26 36 38 24 27 164 1023 55 20 25
leaf_count=24 150 33 35 161 24 24 37 34 24 24 28 603 21 28 24 20 20 20 20 329 26 36 38 24 27 164 1023 55 20 25
internal_value=0 0.0074177 0.00750659 0.00624083 0.00303122 0.00701094 0.00731055 0.00795303 0.00867052 0.00891295 0.0090951 0.0087485 0.0119174 0.0144215 0.00752515 0.00740894 0.00750218 0.007397 0.00751706 0.00704882 0.00989509 0.00662888 0.00699391 0.00742129 0.00344368 0.00306829 0.0076128 0.00963396 0.00837998 0.0115546
internal_weight=0 2756 2723 710 365 549 514 2013 752 728 704 627 77 56 1261 1227 1207 1183 1163 490 63 427 391 353 341 314 1143 120 100 45
internal_count=3121 2756 2723 710 365 549 514 2013 752 728 704 627 77 56 1261 1227 1207 1183 1163 490 63 427 391 353 341 314 1143 120 100 45
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=31
num_cat=0
split_feature=4 3 9 14 4 0 3 0 484 42 403 1446 2 1 402 2 133 12 123 15 12 149 1 49 1447 484 15 49 160 159
split_gain=0.502338 0.154664 0.130926 0.0820913 0.0909743 0.13229 0.112119 0.073113 0.107978 0.136907 0.168524 0.08665 0.0714602 0.0709589 0.0697421 0.0669735 0.0737986 0.14346 0.0664327 0.0484374 0.0463153 0.0452654 0.0508614 0.0536765 0.043522 0.0416813 0.0740964 0.0745788 0.0557874 0.0435268
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 -0.10708499999999999 -0.082249999999999976 -0.026509999999999995 0.11296500000000002 -0.085939999999999989 -0.081614999999999979 -1.0000000180025095e-35 -0.0076149999999999994 0.088360000000000008 0.25063000000000007 0.091535000000000019 0.15960500000000002 0.09358000000000001 0.084760000000000016 0.09474500000000001 0.083855000000000013 0.084840000000000013 -1.0000000180025095e-35 0.07770500000000001 0.11910500000000002 -0.047584999999999995 -0.084334999999999979 0.091180000000000011 -0.067579999999999987 0.005085000000000001 -0.23269999999999999 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -4 7 6 13 8 -5 19 -11 24 21 14 25 16 20 -18 -1 -10 -15 22 23 -2 -9 29 28 -28 -27 -6
right_child=12 -3 3 4 5 -7 -8 11 9 10 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0025729940982446783 0.00022821027893675413 0.0021660123694174044 0.011929743750806666 0.003561528388410807 0.0065423620483356015 0.00078354482468057552 7.5365026266529026e-05 0.011683681752765553 0.0096841497669139728 0.021465424554688591 0.010536522736642944 0.0017135212294912589 -0.002546104944000642 0.011425140212205323 0.012486842161287433 0.0032220255858798432 -0.0031030909704935295 0.0065352223446949369 0.0048674739491876354 0.0044635486375126576 0.0066187111083397532 0.0070283702096073991 0.0015442834056135857 0.0050183252726820077 0.0073211660725184596 0.010642562815919519 0.0085213900085598718 0.016353825475089252 0.0041176443478386652 0.0082271542282398337
leaf_weight=21 29 74 32 25 1107 40 26 24 52 21 43 27 24 22 23 96 23 47 28 27 226 27 164 121 485 20 31 20 38 178
leaf_count=21 29 74 32 25 1107 40 26 24 52 21 43 27 24 22 23 96 23 47 28 27 226 27 164 121 485 20 31 20 38 178
internal_value=0 0.00667593 0.00680037 0.00689568 0.00683375 0.00647347 0.00659603 0.00780456 0.00962485 0.0106849 0.0141226 0.00723403 0.0027281 0.00668862 0.00702511 0.00553691 0.00623574 0.00336835 0.0016787 0.00789989 0.00704509 0.00309931 0.00276146 0.00409224 0.00752686 0.006935 0.00881249 0.0115929 0.00636762 0.00677574
internal_weight=0 2756 2682 2633 2601 1897 1857 704 168 143 64 536 365 1831 1417 414 318 70 49 79 248 341 314 150 509 1394 109 51 58 1285
internal_count=3121 2756 2682 2633 2601 1897 1857 704 168 143 64 536 365 1831 1417 414 318 70 49 79 248 341 314 150 509 1394 109 51 58 1285
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 11 4 1 49 1 12 39 0 1 12 3 3 47 4 0 132 1 157 13
split_gain=11.4954 1.41054 1.21512 0.789998 0.694544 0.600486 0.55347 0.43799 0.449702 0.341444 0.332461 0.261875 0.214097 0.43716 0.187263 0.170463 0.197749 0.169369 0.160786 0.156409 0.149319 0.136488 0.186526 0.135812 0.14311 0.129651 0.128889 0.178319 0.128372 0.159778
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.091265000000000013 0.09253500000000002 1.0000000180025095e-35 -0.013514999999999998 0.086920000000000011 -0.012034999999999999 0.086920000000000011 0.085355000000000014 0.096625000000000016 -0.097274999999999986 0.12958500000000003 0.090285000000000018 0.149315 -0.017889999999999996 0.087885000000000019 -0.0057249999999999992 -0.22491999999999998 0.088890000000000011 0.15799000000000005 -0.052249999999999991 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 14 9 7 -3 19 11 -4 15 18 20 -2 -1 23 21 -11 -9 -14 22 -10 24 -17 -24 27 -8 -20 -30
right_child=1 6 10 -5 -6 -7 26 8 17 12 -12 -13 13 -15 -16 16 -18 -19 28 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00069960116648675754 0.00041867962280543996 0.00021304514733891863 0.00061676009593589491 0.00040770397223288717 0.00034583906854577379 0.00043471380560478485 0.00017692961602234372 0.00067204293361640877 0.00024517329135592594 0.00081936739677307652 0.0003839634887984168 0.00081032399749308135 0.00068432992573593259 0.00039736487242687986 0.00062802156523975266 0.00039541522692280263 0.0006719278822856921 0.00020050795308204107 0.00074237717337004305 0.00043245795164622512 0.00059614281374182113 0.00027515821227746 0.0003400347508815978 0.00069665006489730351 0.0006017548122208634 0.00051259600732616944 0.00028706147059169422 -3.9274111463158741e-05 0.00049525379813184921 0.00065761976517061406
leaf_weight=1024 20 90 34 45 74 41 55 22 22 26 77 68 116 35 92 24 359 31 63 20 203 48 26 20 28 47 23 20 25 343
leaf_count=1024 20 90 34 45 74 41 55 22 22 26 77 68 116 35 92 24 359 31 63 20 203 48 26 20 28 47 23 20 25 343
internal_value=0 0.000351949 0.000655874 0.000665076 0.000493246 0.000669952 0.000286897 0.000327968 0.000375853 0.000674084 0.000455271 0.000691391 0.000641585 0.000605387 0.000590639 0.000685832 0.000653119 0.000331897 0.000669624 0.000557955 0.000628211 0.00036038 0.000403439 0.000559335 0.000506521 0.000451136 0.000158654 0.000119275 0.000660591 0.000646589
internal_weight=0 590 2531 2420 186 2375 404 306 216 2334 111 1523 811 354 112 1455 431 174 457 42 319 143 95 72 52 73 98 75 431 368
internal_count=3121 590 2531 2420 186 2375 404 306 216 2334 111 1523 811 354 112 1455 431 174 457 42 319 143 95 72 52 73 98 75 431 368
is_linear=0
shrinkage=0.00196078


Tree=5660
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 14 4 2 1 47 3 12 2 457 2 4 12 0 10 15 3 130 123 160 16 4 10 13 4
split_gain=44.0263 7.24455 4.10905 3.6313 3.14072 2.00972 1.67742 1.64007 1.58782 1.5806 1.24497 0.81385 0.798875 0.558582 0.467537 0.420734 0.382509 0.350916 0.353032 0.330173 0.304876 0.279307 0.291113 0.358014 0.491496 0.41508 0.382258 0.251763 0.247879 0.222398
threshold=0.104035 -0.40967499999999996 0.13471500000000003 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.062655000000000016 0.40473500000000007 0.13754500000000003 0.09253500000000002 0.13082500000000002 -0.07908999999999998 0.051320000000000005 0.17025000000000004 0.092360000000000012 0.094835000000000017 0.038415000000000012 0.088245000000000004 -0.11242999999999999 -1.0000000180025095e-35 -0.053579999999999996 0.30112000000000005 -0.076894999999999977 0.085290000000000019 -0.013084999999999998 -0.013324999999999998 0.40124500000000002 -0.38851999999999992 -0.016469999999999995 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 9 19 6 8 -6 11 15 13 12 -5 28 16 -1 -13 18 -14 -3 -17 22 -21 24 -24 26 -26 -15 -4 -2
right_child=1 2 10 5 7 -7 -8 -9 -10 -11 -12 14 17 27 -16 20 -18 -19 -20 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014193334101192192 0.0014024731777143563 0.00055159428835442224 0.000408108260197767 0.0010187015594804987 0.0012190289955667833 0.00072690792527853266 0.001619800377587885 0.00072901019147982667 0.00093787914950442042 0.00080448720568203954 0.00086752685670759167 0.0013233608896925059 0.0011822932625967634 0.00034814002070607258 0.00099594546810669038 0.001239689748271618 0.0012031678497035334 0.0013455327671707486 0.0014146046632303223 0.00053795944015825052 0.00093165026137641835 0.0005870558110280923 0.0010341289962493775 0.00065345858298383058 0.0010549102427244853 0.00051382382399192553 0.00073564119656067668 6.784184714663049e-05 0.00059755180542375524 0.0011652749877016082
leaf_weight=26 55 51 79 24 85 20 86 38 37 67 25 530 26 28 20 30 126 648 769 21 21 46 36 57 21 20 46 22 40 21
leaf_count=26 55 51 79 24 85 20 86 38 37 67 25 530 26 28 20 30 126 648 769 21 21 46 36 57 21 20 46 22 40 21
internal_value=0 0.000765812 0.000695234 0.00132672 0.000804033 0.00134574 0.0013512 0.00106764 0.00134061 0.00102471 0.00045913 0.00134756 0.0013735 0.000398716 0.00129127 0.00121634 0.00130028 0.0013794 0.00140701 0.000695228 0.00111285 0.000724885 0.000756428 0.000781916 0.000841445 0.000761714 0.000835711 0.000224809 0.000471787 0.00133693
internal_weight=0 691 615 2430 421 2286 2266 123 2180 144 194 2143 1467 169 676 77 656 1443 795 298 51 247 201 180 123 87 67 50 119 76
internal_count=3121 691 615 2430 421 2286 2266 123 2180 144 194 2143 1467 169 676 77 656 1443 795 298 51 247 201 180 123 87 67 50 119 76
is_linear=0
shrinkage=0.00196078


Tree=5661
num_leaves=31
num_cat=0
split_feature=1 4 1 12 13 15 155 157 2 0 43 4 149 457 3 376 14 16 12 0 0 151 3 51 4 43 133 43 50 13
split_gain=0.610968 0.107084 0.0843008 0.089528 0.0738306 0.10547 0.0727545 0.0879895 0.064197 0.0623237 0.0901875 0.0771083 0.0602194 0.0578826 0.0573493 0.0669495 0.0570331 0.127905 0.0596731 0.0601358 0.0594548 0.0552079 0.076504 0.0899512 0.0548761 0.0498972 0.0931229 0.0551193 0.0532608 0.0485461
threshold=0.10920500000000001 0.27287000000000006 0.089770000000000016 0.087215000000000015 -0.090799999999999978 0.050935000000000008 0.10158500000000002 -0.081749999999999975 0.097070000000000004 -0.026509999999999995 -0.071629999999999985 -0.42529999999999996 0.075040000000000009 -0.082284999999999983 0.30112000000000005 0.080200000000000007 -0.42495999999999995 -0.16927999999999996 0.10016000000000001 -0.10011499999999998 -0.14794999999999997 0.079100000000000018 -0.087909999999999988 0.087305000000000008 0.51303500000000013 -0.072269999999999987 0.089405000000000012 -0.090869999999999992 -1.0000000180025095e-35 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 4 -4 21 7 -2 12 25 -11 -12 29 -9 15 -15 24 18 19 20 -18 22 -6 -24 -3 26 -10 -28 -27 -1
right_child=1 16 3 -5 5 -7 -8 13 9 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.01210176739991913 -0.0013209056574851276 0.0073881352661041219 0.00043827810340785775 0.0076592844851861019 0.00025367131051809894 0.012731451839208603 0.010873757768422365 0.00042291669441120965 0.0112773428362637 -8.8766820985695412e-05 0.011331570626829159 0.0032875497323962364 0.013341924438819939 0.0077008695866771911 0.0027489948293401138 0.0025615004236779868 0.0036205463853803579 -0.0058402474317699668 -0.0012940822070408049 0.001397796426204263 0.0097406415501609458 0.00013379619456827641 0.005381691174099236 0.011689351012292147 0.0014438250102102757 0.0020729638850316406 0.0028576245136459227 0.0082032445876862887 0.0069954378132524161 0.0081027586475276182
leaf_weight=31 21 41 29 342 23 20 22 21 77 29 22 26 23 139 45 31 57 20 33 77 22 20 139 27 25 25 28 62 182 1462
leaf_count=31 21 41 29 342 23 20 22 21 77 29 22 26 23 139 45 31 57 20 33 77 22 20 139 27 25 25 28 62 182 1462
internal_value=0 0.00397417 0.00763592 0.00659832 0.00519193 0.00579392 0.00535447 0.004882 0.00795242 0.00690501 0.00431424 0.00697439 0.00826402 0.00543396 0.00592341 0.00676369 0.0025738 0.00176453 0.00256926 0.00338651 0.00532488 0.00513004 0.00565874 0.00640764 0.0051365 0.00743841 0.00872437 0.00654016 0.00640094 0.00818579
internal_weight=0 554 2567 600 258 229 279 257 1967 451 77 48 1516 236 215 170 275 209 189 156 79 209 189 166 66 374 167 90 207 1493
internal_count=3121 554 2567 600 258 229 279 257 1967 451 77 48 1516 236 215 170 275 209 189 156 79 209 189 166 66 374 167 90 207 1493
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=31
num_cat=0
split_feature=1 2 2 0 97 44 3 12 14 11 3 43 457 11 0 51 49 52 3 13 42 3 42 4 2 41 159 1446 159 403
split_gain=0.494901 0.143104 0.0820512 0.0928376 0.0815871 0.0725443 0.0576446 0.0832097 0.0563555 0.0762664 0.0556977 0.0552806 0.0571496 0.05299 0.0517925 0.0959955 0.0911937 0.0989672 0.0545176 0.0506921 0.0489586 0.148194 0.0740953 0.0675562 0.0697202 0.0470266 0.0457421 0.0443247 0.0698874 0.090105
threshold=0.12000500000000001 0.10252500000000002 0.15609500000000001 -0.13843999999999998 -0.083924999999999986 1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 0.076975000000000002 0.08776500000000001 0.12745000000000004 -0.087324999999999986 0.10021000000000001 0.075910000000000019 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 -0.0063699999999999989 -0.11122999999999998 0.084835000000000008 -0.116045 0.084695000000000006 -0.55119499999999988 -0.13033999999999998 0.079885000000000025 0.09320500000000001 0.083715000000000026 -0.085489999999999997 -0.085284999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 -1 8 10 -8 9 14 -2 -3 -13 -10 15 -6 -17 18 -18 -5 22 -22 23 -16 -25 -15 -9 -23 -29 -30
right_child=6 2 -4 19 5 -7 7 26 13 -11 -12 12 -14 25 20 16 17 -19 -20 -21 21 27 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0021760382068653902 0.0028143023849935248 -0.0013391672977013515 -0.0006032898514108224 0.0025988560339266606 -0.00096101893023366018 0.01303513381031475 0.0045302179477670615 -0.0037001711868073564 0.0060701731661403626 0.0010291529331533681 0.0069890269283572892 0.0051311073362799633 -0.00030323427813330099 0.013866978746867091 0.013200554236148796 0.003525171923965606 0.0084882801864296208 0.0035861129833695791 0.01543285485357046 0.0066732474904755605 -0.0016088568117646946 0.0065901383228295475 0.013596645609608719 0.0019025460468500652 0.0075996642999170642 0.007898207114670765 0.0020025147204499015 0.012272429373115302 0.00154371334515004 0.0088805347614522492
leaf_weight=33 201 20 22 33 21 21 34 39 27 21 38 122 23 33 21 62 26 24 20 409 21 724 21 22 910 22 22 37 22 70
leaf_count=33 201 20 22 33 21 21 34 39 27 21 38 122 23 33 21 62 26 24 20 409 21 724 21 22 910 22 22 37 22 70
internal_value=0 0.00672327 0.005396 0.00561344 0.00711013 0.00718676 0.0026498 0.000566064 0.00712838 0.00702416 0.00347807 0.00358932 0.00426911 0.00969836 0.00708708 0.00531894 0.00631803 0.0087917 0.0115077 0.00636905 0.00723347 0.00669011 0.00772104 0.00759157 0.00746518 0.0114795 -0.00164346 0.00689442 0.00860216 0.00712608
internal_weight=0 2787 629 607 2158 2125 334 95 2104 2022 239 165 145 82 2001 153 132 70 46 442 1848 874 974 953 932 55 61 853 129 92
internal_count=3121 2787 629 607 2158 2125 334 95 2104 2022 239 165 145 82 2001 153 132 70 46 442 1848 874 974 953 932 55 61 853 129 92
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=31
num_cat=0
split_feature=4 2 3 106 2 4 3 0 51 483 159 48 52 13 1212 2 43 2 11 4 2 1 3 12 402 12 130 4 0 15
split_gain=0.405406 0.13161 0.101542 0.0798118 0.0655099 0.0599072 0.0811958 0.0863811 0.0696157 0.0806373 0.0715298 0.0850714 0.0829277 0.0841946 0.0812956 0.0766112 0.0607042 0.0947041 0.0589014 0.0552811 0.0663696 0.124729 0.124932 0.08337 0.136016 0.0770369 0.0748108 0.0680477 0.0616293 0.0908483
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.086340000000000014 0.25063000000000007 -0.082769999999999982 0.11296500000000002 -0.019414999999999998 -0.20636999999999997 0.086010000000000017 -0.085489999999999997 0.093265000000000015 1.0000000180025095e-35 -0.0079349999999999993 0.089995000000000019 0.09678500000000001 -0.0051099999999999991 0.085155000000000022 0.077290000000000011 -0.082349999999999993 0.087675000000000017 0.086920000000000011 -0.022174999999999997 0.093965000000000007 0.12527000000000002 0.094580000000000011 -0.037219999999999996 -0.081984999999999988 -0.089964999999999976 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 8 7 18 -1 10 -10 12 13 14 -12 16 -14 -18 19 -7 23 -22 -23 24 26 -25 -21 -28 29 -29
right_child=4 -3 -4 -5 -6 6 -8 -9 9 -11 11 -13 15 -15 -16 -17 17 -19 -20 20 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.012787164428404399 0.0028822396293571328 -0.00020389870747528744 0.0022133209615276431 0.00093343821794665679 -0.0025230269161208227 0.0015356093806286272 0.00094586063116308184 0.00078030992764979604 0.011246373838829725 0.012623830376348148 0.0046131436609559593 0.0011808845856837158 0.008179117284282042 0.0066468629005086155 -0.0027047717181267216 0.013127657293807715 0.0090553960339589557 0.00014069290169013235 0.01037641428693226 0.013089664280414581 0.0060228780277711801 -0.0033001659435935187 0.004390438600865648 -0.0009606703044846654 0.015432293629273772 0.0056221304695645812 0.01199824618175626 0.0069063747028054821 0.0059421062444516125 0.011669986145919282
leaf_weight=21 341 33 64 28 24 26 31 30 33 24 63 29 204 197 20 26 22 26 33 20 855 28 86 20 20 160 25 174 406 52
leaf_count=21 341 33 64 28 24 26 31 30 33 24 63 29 204 197 20 26 22 26 33 20 855 28 86 20 20 160 25 174 406 52
internal_value=0 0.00607337 0.00614945 0.00624419 0.00252682 0.00630071 0.00602318 0.00610453 0.00712117 0.00693641 0.00671625 0.00646158 0.00673602 0.0055213 0.00284979 0.00795948 0.00742626 0.0042266 0.00618837 0.00611454 0.00617904 0.0056086 0.00250152 0.00680931 0.00730479 0.00489071 0.00706469 0.00688128 0.00667887 0.00800243
internal_weight=0 2756 2723 2659 365 2631 1966 1935 665 644 620 587 558 280 83 278 252 48 1905 1872 1846 969 114 877 697 180 677 657 632 226
internal_count=3121 2756 2723 2659 365 2631 1966 1935 665 644 620 587 558 280 83 278 252 48 1905 1872 1846 969 114 877 697 180 677 657 632 226
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 2 14 2 48 1 4 52 2 47 14 3 4 1 16 1 4 0 447 131 2 48
split_gain=28.2034 4.53667 2.85617 2.3936 1.70703 1.37812 0.861742 0.860898 0.726828 0.685692 0.622645 0.587145 0.52261 0.467039 0.42143 0.294142 0.292607 0.260951 0.256534 0.230241 0.225076 0.208076 0.41923 0.328706 0.203385 0.203055 0.179672 0.174667 0.238685 0.174145
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.090425000000000019 0.14122000000000004 0.13082500000000002 0.077845000000000011 0.11474000000000002 0.062655000000000016 0.14285500000000004 -0.015314999999999997 0.091195000000000012 0.27834500000000006 -0.56176499999999996 -0.0091949999999999983 0.090100000000000013 0.062655000000000016 -0.017889999999999996 -0.036839999999999991 0.089770000000000016 -0.013024999999999998 0.082005000000000008 -0.0070899999999999991 -0.030209999999999997 0.083310000000000009 0.082750000000000004 0.31358000000000003 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 10 12 11 -5 24 13 14 -7 26 -4 -14 -15 -3 21 -16 -2 23 -23 25 -6 -17 -1 28 -13 -10
right_child=1 2 7 8 9 6 -8 -9 29 -11 -12 27 15 16 19 18 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010914817620477492 0.0011100325876591253 0.00052044132319909147 0.0005863020010198883 0.00099490811782223837 0.0011109759097172765 0.00076134461252128376 0.00070514640985087928 0.00066505318492513486 0.00048545817144555982 0.00057813171620395027 0.0012776948340749693 0.00023724529819470796 0.001169982175616657 0.00078087702507862952 0.00048136284803961687 0.0010047030645874795 0.0010142305546897074 0.00071183791493668273 0.0011931100569519343 0.0002822314829668271 0.0008790286196992288 0.00075496967494218057 0.0010662696706515216 0.0012490982606130486 0.00088470357493693078 0.00088612272546931086 0.00092004181914567167 0.00037962212272937975 -1.0619583704015787e-05 0.00069228058222332292
leaf_weight=1134 50 190 39 28 21 35 41 34 24 26 59 59 40 23 33 618 203 32 25 69 24 39 29 20 56 61 24 20 20 45
leaf_count=1134 50 190 39 28 21 35 41 34 24 26 59 59 40 23 33 618 203 32 25 69 24 39 29 20 56 61 24 20 20 45
internal_value=0 0.000577088 0.000520504 0.00103031 0.000644825 0.00104277 0.000982921 0.000373044 0.000728464 0.00085345 0.00108043 0.000331676 0.000996057 0.00107202 0.000412941 0.00100593 0.000990482 0.00054803 0.000997646 0.000346656 0.00103511 0.000991275 0.00088773 0.00100135 0.000946414 0.00099405 0.00108793 0.000215935 0.000174495 0.000620342
internal_weight=0 673 599 2448 325 2351 908 274 97 103 1443 240 867 1384 141 832 226 222 792 102 74 767 68 699 77 679 1158 99 79 69
internal_count=3121 673 599 2448 325 2351 908 274 97 103 1443 240 867 1384 141 832 226 222 792 102 74 767 68 699 77 679 1158 99 79 69
is_linear=0
shrinkage=0.00196078


Tree=5665
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 47 4 2 4 2 47 41 4 3 0 12 16 12 131 15 4 49 151 151 3 16
split_gain=12.3567 1.58754 1.32132 0.935367 0.781516 0.509627 0.496706 0.46583 0.450987 0.284811 0.257615 0.246531 0.301475 0.239129 0.204947 0.198671 0.188676 0.209659 0.177014 0.244493 0.17011 0.166245 0.163934 0.215897 0.170468 0.157713 0.204958 0.178545 0.143435 0.132851
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.091545000000000015 -0.0070899999999999991 -0.16363499999999997 0.077555000000000013 0.00063500000000000004 0.14285500000000004 0.27834500000000006 0.11389000000000002 0.091680000000000011 0.075585000000000013 -0.059649999999999988 0.090900000000000009 -0.093584999999999988 0.13597000000000004 -0.037154999999999994 0.10016000000000001 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.066019999999999981 -0.08212499999999999 -0.083919999999999981 -0.017889999999999996 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 11 15 -5 -6 13 18 12 -3 16 25 -4 -1 29 -8 -20 -7 -9 23 -13 -25 27 -27 -10 -14 -18
right_child=1 5 6 7 8 20 10 21 14 -11 -12 22 28 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00071598413207194509 0.00036351777461927752 0.00040165584105904847 0.00070675575596632761 0.00074170830692120936 0.0006897897111425137 0.00032041357916408314 0.00080670939262758113 0.00058337597085249867 0.00038247022677359045 0.00080655358669136758 0.0005926760066332418 0.00022874565375055752 0.00031222685899273385 0.00041140694158635669 0.00057381756313894467 0.00081724817283557801 0.00057424959312136245 0.00042844122180751729 0.00067122808746992503 0.00046500677825646428 0.00055639289338570424 0.00039750203740978972 0.00029441560445097735 0.00013629216859585591 -9.7611938135278429e-05 0.00046316425469052237 0.00024986210180641009 0.00061193427167261774 0.00015505436611298019 0.00073753706575219148
leaf_weight=71 181 43 1202 46 31 24 35 37 32 35 216 29 33 20 31 66 53 25 567 23 23 37 20 23 25 29 43 22 69 30
leaf_count=71 181 43 1202 46 31 24 35 37 32 35 216 29 33 20 31 66 53 25 567 23 23 37 20 23 25 29 43 22 69 30
internal_value=0 0.000352855 0.00066796 0.000452518 0.000567806 0.000249055 0.000688001 0.000586759 0.000473666 0.000643439 0.000651052 0.000212768 0.000263955 0.000614751 0.000430992 0.000712507 0.000637471 0.000585855 0.000671226 0.000663189 0.000435893 0.000490439 0.000136251 9.51694e-05 1.44671e-05 0.000395853 0.000335775 0.000475956 0.000205904 0.000633269
internal_weight=0 590 2531 301 422 289 2109 120 188 234 841 242 145 199 157 1268 179 108 625 590 47 74 97 77 48 126 72 54 102 83
internal_count=3121 590 2531 301 422 289 2109 120 188 234 841 242 145 199 157 1268 179 108 625 590 47 74 97 77 48 126 72 54 102 83
is_linear=0
shrinkage=0.00196078


Tree=5666
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 14 159 457 1 2 4 150 0 42 454 475 1 1429 43 2 0 4 0 39 48 1 12 3 160
split_gain=19.5096 2.36339 2.0365 1.81524 1.42535 0.794657 0.710015 0.707015 0.512797 0.500799 0.454924 0.363393 0.477468 0.342967 0.336845 0.335308 0.267361 0.232142 0.224999 0.20538 0.276044 0.202122 0.302632 0.186536 0.184281 0.163078 0.157412 0.1659 0.144351 0.249063
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.10045500000000002 0.13075500000000004 0.076975000000000002 0.082585000000000006 0.080930000000000016 0.09253500000000002 0.14753000000000002 0.00063500000000000004 0.089910000000000018 -0.14832499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.069854999999999987 0.16175000000000003 -0.015219999999999999 -1.0000000180025095e-35 0.11177500000000001 -0.079119999999999982 -0.55119499999999988 -0.11173999999999999 0.088025000000000006 0.11926500000000002 0.10538500000000002 0.11734000000000001 -0.097174999999999984 -0.013904999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 24 11 14 10 -4 16 15 13 -13 -5 21 -6 -7 -2 -16 -21 23 -23 -1 -3 -22 27 -18 29 -24
right_child=1 5 9 7 8 17 -8 -9 -10 -11 -12 12 -14 -15 19 -17 26 -19 -20 20 25 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079687220677766618 0.00097237616618049336 0.00049502007015258804 0.00080329813769424493 0.00078297657083396485 0.00093053146107736537 0.00027694440204361752 0.0010876367386260064 0.00029824418649117653 0.00054965748343156979 0.00051757965425680639 0.00056601047540217437 0.0010879569295523823 0.00061841450169000754 0.00083717019413145205 0.00040906620441179129 0.00065272703056917618 0.00082090837840498223 7.0102065363351031e-05 0.00074962401570427041 0.00076125883987030666 0.00037576364931306673 0.0010903087951947966 0.00059485008903578218 0.00092712284559548291 0.00033074981783575542 0.00059521631276831524 0.00062567598533396634 0.00068782316721238235 0.00087756680553540062 0.00084804625567030218
leaf_weight=44 22 97 34 21 66 126 75 59 34 77 30 23 36 237 45 20 296 25 84 22 23 23 20 1077 36 30 20 41 319 59
leaf_count=44 22 97 34 21 66 126 75 59 34 77 30 23 36 237 45 20 296 25 84 22 23 23 20 1077 36 30 20 41 319 59
internal_value=0 0.000468857 0.000864797 0.000588413 0.000876709 0.00034004 0.000900594 0.000478468 0.000781903 0.000605097 0.000799335 0.000893044 0.000830052 0.000859355 0.000553881 0.000904981 0.000815882 0.000242699 0.000795856 0.000513789 0.000576623 0.000908253 0.000871621 0.00092201 0.000450556 0.000499982 0.000794687 0.000804717 0.000858984 0.000783946
internal_weight=0 590 2531 306 2420 284 1933 200 487 111 453 1858 296 260 141 1562 423 151 106 120 75 1542 421 1121 133 53 357 337 398 79
internal_count=3121 590 2531 306 2420 284 1933 200 487 111 453 1858 296 260 141 1562 423 151 106 120 75 1542 421 1121 133 53 357 337 398 79
is_linear=0
shrinkage=0.00196078


Tree=5667
num_leaves=31
num_cat=0
split_feature=1 4 3 0 9 44 4 155 157 12 0 16 448 1 159 49 2 133 4 13 3 401 12 1 51 159 402 133 12 42
split_gain=0.57075 0.109601 0.0815573 0.0946491 0.0692175 0.0714036 0.0691921 0.0676258 0.070742 0.0615256 0.0983299 0.059582 0.0917934 0.0574546 0.0573337 0.0651251 0.0544498 0.0541536 0.0535601 0.0484857 0.0842374 0.0500459 0.0530332 0.0513439 0.0465627 0.0450412 0.0446368 0.0554928 0.0665783 0.0565647
threshold=0.10920500000000001 0.27287000000000006 0.11924500000000002 -0.10836499999999999 -1.0000000180025095e-35 0.081805000000000017 0.042705000000000007 0.10158500000000002 -0.081749999999999975 -0.086254999999999984 -0.077639999999999987 -0.44310499999999992 -0.013069999999999998 0.097115000000000021 0.085545000000000024 0.14321000000000003 0.25063000000000007 0.085635000000000003 0.24564500000000003 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.12529499999999996 0.13501500000000002 -0.26631499999999991 0.10395500000000001 0.08865000000000002 0.11269500000000002 0.084595000000000017 -0.091729999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 -1 6 9 8 -2 10 13 12 -8 -6 15 17 19 -10 -13 20 -3 22 -22 -24 -11 -16 -26 28 -28 -30
right_child=1 16 3 -5 5 -7 11 -9 14 24 -12 18 -14 -15 25 -17 -18 -19 -20 -21 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=0.0027831604129945238 -0.00067836476900126966 0.0080358125118757864 -0.0018629556335508825 0.0072873463952698968 0.010945764786067784 0.012729982159065982 0.0022580221528187396 0.010660183302719485 0.0081184754732226885 0.012679413012228908 -0.00086546679598368008 0.0059020726515591378 0.009221425346968147 0.004020294521003962 0.00057272287384556558 0.0010140793793834747 -0.0020247152812468512 0.0035229123225717835 0.0013709162020434937 -0.0009613831693838751 0.0073433082371663592 -0.0021011417545378211 0.0039761612370480285 0.00010602936810372693 0.007666100129714558 0.0057401916556691218 0.013757642506457427 0.0046408898585165543 0.013727268363748277 0.0081616671656385212
leaf_weight=30 21 34 20 26 23 27 23 22 115 20 21 200 107 25 37 20 24 33 30 28 26 20 86 57 1796 31 34 24 21 140
leaf_count=30 21 34 20 26 23 27 23 22 115 20 21 200 107 25 37 20 24 33 30 28 26 20 86 57 1796 31 34 24 21 140
internal_value=0 0.00394256 0.00748174 0.00330895 0.00755788 0.00761538 0.00755934 0.00533899 0.00488348 0.00777853 0.00484181 0.00627825 0.00798944 0.00733875 0.00537839 0.00637001 0.00252583 0.00709379 0.00531105 0.00296094 0.00345343 0.00262908 0.00318887 0.00243352 0.00787811 0.00292848 0.00783045 0.0091783 0.00973675 0.00888762
internal_weight=0 554 2567 46 2521 2491 2464 279 257 2104 69 360 130 48 236 168 275 148 230 251 223 189 169 143 2035 68 2015 219 195 161
internal_count=3121 554 2567 46 2521 2491 2464 279 257 2104 69 360 130 48 236 168 275 148 230 251 223 189 169 143 2035 68 2015 219 195 161
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=31
num_cat=0
split_feature=1 2 123 48 97 33 4 3 12 1424 130 4 34 124 2 2 151 48 4 0 11 402 481 484 15 133 481 159 3 151
split_gain=0.466802 0.140037 0.0753895 0.0734801 0.0699713 0.0671926 0.0639984 0.0610083 0.0810147 0.0551507 0.0506584 0.0816706 0.049124 0.0605508 0.0509442 0.047405 0.092324 0.0467095 0.0432227 0.0605919 0.117909 0.0631502 0.0664685 0.0556551 0.0537996 0.0752861 0.0514588 0.0775478 0.0551664 0.0803428
threshold=0.12000500000000001 0.10252500000000002 0.085290000000000019 0.13438000000000003 -0.0047149999999999996 0.083840000000000012 -0.50427999999999995 0.30112000000000005 -0.42850999999999995 1.0000000180025095e-35 -0.0060099999999999989 -0.031404999999999995 -0.038779999999999995 0.05852000000000001 0.13501500000000002 -0.0091949999999999983 -1.0000000180025095e-35 0.081805000000000017 -0.082249999999999976 -0.086934999999999985 0.079300000000000009 0.10999000000000002 -0.084999999999999992 0.085595000000000018 0.084840000000000013 1.0000000180025095e-35 -0.0015899999999999998 0.11576000000000002 0.092670000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 9 -3 10 -9 15 -2 -12 -13 14 -14 16 -6 -4 19 -17 21 22 -21 24 25 -24 27 -20 -28 -30
right_child=7 2 17 -5 5 -7 -8 8 -10 -11 11 12 13 -15 -16 18 -18 -19 26 20 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.00277695262279266 -0.00028370334785581837 0.010412544702532991 -0.00071975525061134253 -0.000330283394723665 -0.00046223574364557862 0.012820290904492141 0.0055863557020454924 0.0044032405733185655 -0.0016884717731507589 0.012095481152867987 0.0089725188284727007 -0.0005951134088848319 0.0062598106080806633 -0.0010170266209613709 0.0021394900655611715 0.0097239566824188634 0.0075429940514047363 0.0050491728121414784 0.0089995251916556059 0.013356919771814274 8.4950851107185548e-05 0.0022549596127300038 0.00833773129056984 0.0035175799812761049 0.0068562621169556415 0.014273222299435964 0.0066280088900074604 0.0030390122411772611 0.00752912101957918 -0.0012282081075351348
leaf_weight=39 31 29 32 20 25 20 523 34 61 21 29 28 83 21 47 124 34 25 172 21 22 21 120 31 195 26 1220 25 20 22
leaf_count=39 31 29 32 20 25 20 523 34 61 21 29 28 83 21 47 124 34 25 172 21 22 21 120 31 195 26 1220 25 20 22
internal_value=0 0.00659153 0.00527857 0.00562416 0.00697423 0.00705148 0.00583991 0.00263539 0.00049172 0.00699651 0.00348748 0.00404953 0.00325195 0.00396532 0.00477016 0.00694498 0.00415095 0.00181048 0.00702663 0.00777346 0.00721873 0.00759782 0.00788332 0.00757432 0.00794312 0.00939474 0.00673998 0.00824311 0.00650533 0.00294195
internal_weight=0 2787 629 572 2158 2119 552 334 95 2099 239 208 179 151 130 2078 59 57 2019 560 436 414 393 372 341 146 1459 197 1262 42
internal_count=3121 2787 629 572 2158 2119 552 334 95 2099 239 208 179 151 130 2078 59 57 2019 560 436 414 393 372 341 146 1459 197 1262 42
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 1 0 4 50 150 2 1 40 1 1 475 2 52 47 481 12 3 133
split_gain=46.3698 6.80473 3.60675 3.55864 2.56244 2.36448 1.55621 1.45275 1.31631 1.21926 1.06493 0.740243 0.735558 0.757307 0.552559 0.526394 0.476604 0.422674 0.393069 0.378703 0.363195 0.34932 0.337532 0.298287 0.295995 0.268667 0.25184 0.217523 0.208593 0.183412
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.10613000000000002 0.122715 0.089625000000000024 -0.095504999999999993 -0.15289999999999995 0.086295000000000011 1.0000000180025095e-35 0.089525000000000007 0.13075500000000004 -0.077714999999999992 0.12958500000000003 0.13265500000000002 -0.076304999999999984 0.31358000000000003 -0.53964499999999982 0.08265500000000002 -0.0066299999999999996 0.085885000000000017 -0.083489999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 7 19 12 -4 16 20 24 17 25 -12 23 22 -1 29 -3 -8 -16 -7 -6 -2 -14 -19 -15 -26 -5
right_child=1 4 8 18 15 9 10 -9 -10 -11 14 -13 13 27 21 -17 -18 26 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.004469191998971906 0.0044797351233757379 0.0036752553750385307 0.0043344855721021607 0.0037100175166512555 0.0034145979320301728 0.0044809314222896794 0.0042080453385393785 0.0046995201161730872 0.0038557619719055631 0.0039576515234696812 0.0040792403384750965 0.0039955416347949874 0.0040202451175918768 0.0042051019875899605 0.0037705729790513697 0.0036778422267845527 0.0040612531556716066 0.0045216921887366599 0.0035555871970513286 0.0034287360883226582 0.003875047097019121 0.003509963544535007 0.0043077357891141716 0.0031582719652481325 0.0041170274001964624 0.0042885873382447533 0.0043830826676372796 0.0044044683478678603 0.00434195691922315 0.0039349829449373134
leaf_weight=1013 41 46 34 22 64 50 34 79 63 41 20 29 32 23 141 23 27 57 24 50 20 23 321 24 23 26 435 247 51 38
leaf_count=1013 41 46 34 22 64 50 34 79 63 41 20 29 32 23 141 23 27 57 24 50 20 23 321 24 23 26 435 247 51 38
internal_value=0 0.00381295 0.00439409 0.0040884 0.00367182 0.00440938 0.0037576 0.00443918 0.00402356 0.00427961 0.0038426 0.0042755 0.00442795 0.00434382 0.00377155 0.00341372 0.00431277 0.00444629 0.00376766 0.00354686 0.00408471 0.00373402 0.00433108 0.00334469 0.00434609 0.00414054 0.00439914 0.00438749 0.00427205 0.0038525
internal_weight=0 673 2448 228 445 2351 334 1912 97 439 238 144 1833 328 184 111 398 1505 84 96 54 164 371 88 115 58 492 270 74 60
internal_count=3121 673 2448 228 445 2351 334 1912 97 439 238 144 1833 328 184 111 398 1505 84 96 54 164 371 88 115 58 492 270 74 60
is_linear=0
shrinkage=0.00196078


Tree=5670
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 1 2 1 2 2 49 12 42 4 457 4 16 2 4 43 13 1 475 3 2 1 12
split_gain=33.6637 5.14529 2.94852 2.39049 2.00721 1.97299 1.25499 1.16179 0.878636 0.847846 0.712784 0.95141 0.608345 0.560612 0.532389 0.520454 0.467174 0.45521 0.451201 0.389776 0.375661 0.364129 0.349398 0.376709 0.380407 0.345776 0.345769 0.332892 0.312282 0.264421
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.098630000000000009 -0.025214999999999998 0.062655000000000016 0.092845000000000025 0.14960000000000004 0.089770000000000016 0.090425000000000019 0.11177500000000001 -0.054984999999999992 -0.42850999999999995 0.11066000000000001 -0.029144999999999997 0.080930000000000016 0.27044500000000005 -0.008904999999999998 -0.0091949999999999983 -0.076779999999999987 -0.10603999999999998 -0.0079349999999999993 0.12656000000000003 -0.079029999999999975 0.090900000000000009 0.15950500000000004 0.13075500000000004 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 15 10 -4 17 21 20 18 -2 -6 22 -14 25 -8 -18 -12 -1 -3 24 -24 -7 29 -16 -5 -23
right_child=1 4 8 28 14 9 12 -9 -10 -11 11 -13 16 -15 27 -17 19 -19 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013019882009813373 0.00083699561083865591 0.00084160664794491783 0.0011225311601831601 0.00077700462338386794 0.00053200135544902475 0.0013089714915144677 0.0010721958529385804 0.0014998492026476668 0.00073834318022420202 0.00077684538054025737 0.00095733650162091954 0.00078356428244941167 0.00097686938284074565 0.0011709488705561239 0.00034082901431899777 0.00031342126759357288 0.00072629385066004916 0.00087823098208877003 0.00070995827588964913 0.00044783377652294926 0.0012184581520100731 0.0012889459102098655 0.00071906110466597901 0.00036169327488977783 0.00047742437946704009 0.0011354372300292478 0.0010137329016830408 2.8557654202373979e-05 0.00051236086639821425 0.001214482291173023
leaf_weight=719 23 20 37 60 35 50 39 76 60 26 23 23 20 121 35 29 68 24 20 27 268 335 60 28 43 377 25 21 24 405
leaf_count=719 23 20 37 60 35 50 39 76 60 26 23 23 20 121 35 29 68 24 20 27 268 335 60 28 43 377 25 21 24 405
internal_value=0 0.000724747 0.00121991 0.000964266 0.000602027 0.00123373 0.000668795 0.00126239 0.000884889 0.00112114 0.00125235 0.00116748 0.000787538 0.00111761 0.000342294 0.000554009 0.000704495 0.00114099 0.000949403 0.000647153 0.00119782 0.00127031 0.000600215 0.000563361 0.000618184 0.00115576 0.00124053 0.000223727 0.000701392 0.00124819
internal_weight=0 673 2448 228 445 2351 354 1874 97 477 1798 314 174 144 91 180 115 451 59 95 291 1484 151 131 103 427 765 56 84 740
internal_count=3121 673 2448 228 445 2351 354 1874 97 477 1798 314 174 144 91 180 115 451 59 95 291 1484 151 131 103 427 765 56 84 740
is_linear=0
shrinkage=0.00196078


Tree=5671
num_leaves=31
num_cat=0
split_feature=1 4 15 157 1 474 1456 15 11 151 1213 13 150 155 4 3 132 2 2 1 149 159 0 0 49 0 15 13 41 43
split_gain=0.651149 0.109821 0.0899499 0.103825 0.100761 0.101754 0.081388 0.0783221 0.119545 0.0938673 0.0876637 0.0819804 0.0767906 0.0721386 0.114283 0.0715866 0.0881385 0.0774412 0.0629185 0.0600405 0.0588276 0.0567442 0.0567113 0.0597529 0.0566942 0.0743295 0.0976042 0.0530277 0.0774617 0.0773345
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 -0.0091799999999999989 0.08864000000000001 0.10607000000000001 -0.071109999999999993 -0.11033999999999998 0.077695000000000014 -0.085164999999999977 -0.080279999999999976 -0.08645499999999999 0.084680000000000019 0.11245500000000001 -0.087894999999999987 -0.080289999999999986 0.086775000000000005 0.079055000000000014 0.091265000000000013 0.080000000000000016 0.07770500000000001 0.082585000000000006 -0.026509999999999995 -0.14051499999999997 -0.0072499999999999986 -0.11013499999999998 -0.41396999999999995 0.054800000000000008 0.07677500000000001 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 7 6 -6 -1 9 11 -11 -9 22 14 -8 16 19 -17 -16 -12 24 -19 23 -2 -3 -26 -27 28 -5 -29
right_child=1 20 3 27 5 -7 13 8 -10 10 15 -13 -14 -15 18 17 -18 21 -20 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.012813872073904282 0.0052592694892414985 0.00027567190012301915 0.017683768147029554 0.011382884645064184 0.014664328328910329 0.015742390008554572 0.0020214344767737202 0.017381415922533384 0.0032960832361941753 0.0049455926592101261 0.011531223062368052 0.011603685875888914 0.0058213158577351222 0.011552616215327331 0.009495282265258918 0.0039620708166621622 0.0064806032192074904 0.0090651626811590648 0.0065021633176566597 0.016952519827861001 0.010306728624467118 0.012560711855646865 0.0057481389794060422 0.010974313403991326 0.0081977853403628082 0.0056254586584537627 -0.00057426684725214727 0.010551928668979242 0.016462300373842161 0.0042709866635656608
leaf_weight=161 21 22 26 953 21 21 32 33 23 31 286 96 82 57 178 25 33 233 116 22 24 58 34 142 74 123 32 107 31 24
leaf_count=161 21 22 26 953 21 21 32 33 23 31 286 96 82 57 178 25 33 233 116 22 24 58 34 142 74 123 32 107 31 24
internal_value=0 0.00699494 0.0107752 0.0114369 0.0102457 0.00895562 0.00860284 0.0107934 0.0104061 0.0106063 0.0101422 0.0130817 0.00839277 0.00827049 0.00769662 0.0103874 0.0113922 0.00930303 0.00831432 0.0119185 0.00557679 0.00976187 0.00946312 0.010238 0.00512452 0.00559035 0.00434552 0.0112913 0.0115429 0.00940122
internal_weight=0 554 2567 1141 1426 425 404 1001 840 817 688 129 279 383 326 657 341 316 294 308 275 291 197 163 251 229 155 1115 984 131
internal_count=3121 554 2567 1141 1426 425 404 1001 840 817 688 129 279 383 326 657 341 316 294 308 275 291 197 163 251 229 155 1115 984 131
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 2 1 4 2 2 0 1 3 4 15 0 51 4 1 0 47 4 4 13 49 156 15
split_gain=14.3919 2.3493 1.44151 1.20641 0.881492 0.74599 0.507001 0.356161 0.355894 0.34329 0.340121 0.304251 0.299044 0.282355 0.277495 0.378563 0.223885 0.168111 0.196842 0.163366 0.160685 0.172404 0.195045 0.143504 0.135452 0.132064 0.118285 0.11728 0.11427 0.108645
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.14122000000000004 0.062655000000000016 0.11474000000000002 0.09253500000000002 -0.069389999999999993 0.13754500000000003 -1.0000000180025095e-35 -0.22491999999999998 0.080270000000000022 -0.12018999999999998 0.41555500000000006 -0.081924999999999984 -0.10474999999999998 0.11144500000000002 -0.013514999999999998 0.075045000000000014 -0.019414999999999998 0.090100000000000013 -0.036839999999999991 -0.0070899999999999991 -0.078279999999999975 -0.054319999999999993 0.090500000000000011 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 23 7 13 14 25 -5 -4 12 -12 -7 19 -16 -14 18 -13 28 21 22 -15 -3 -2 -6 -22 -11 -1 -20
right_child=1 2 10 9 8 6 -8 -9 -10 27 11 17 16 20 15 -17 -18 -19 29 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008294561405893569 0.00083529837780139027 0.0004051622515231932 0.0005110466827083171 0.00071582380551178833 0.00084467684270954932 0.00056371002095094056 0.00052056633816102889 0.00095168551209793293 0.000446747491757075 0.00055201097224981247 0.00025476597587340601 0.00038837589777241917 0.00055602424302681657 0.0007741912132179777 0.00055012055715314705 0.000776932224229783 0.00032221747215914996 6.2858059691886105e-05 0.00027961802446353063 0.00067290491124495069 0.00077011505905649953 0.00084365905287431524 0.000639838673600725 0.00054709618025477612 0.00065609416711369362 0.00066234444474138796 0.00069233207898020067 0.00038261811267219339 0.00071516728138222411 0.00011507802415123789
leaf_weight=862 50 190 27 34 21 32 41 62 26 33 70 26 32 273 30 497 31 25 27 28 115 110 49 32 24 56 217 30 35 36
leaf_count=862 50 190 27 34 21 32 41 62 26 33 70 26 32 273 30 497 31 25 27 28 115 110 49 32 24 56 217 30 35 36
internal_value=0 0.000447577 0.000406858 0.000771336 0.000495178 0.000780177 0.000733202 0.000806147 0.000645096 0.00055704 0.000302099 0.000279259 0.000342971 0.000744154 0.000799933 0.000764021 0.000440976 0.000204927 0.000244834 0.000820393 0.000751712 0.000776641 0.000753746 0.000425621 0.000777178 0.000712071 0.000719275 0.000471348 0.000824997 0.000185595
internal_weight=0 673 599 2448 325 2351 837 1514 103 97 274 247 133 796 1452 527 63 114 89 925 764 432 322 222 74 77 332 63 897 63
internal_count=3121 673 599 2448 325 2351 837 1514 103 97 274 247 133 796 1452 527 63 114 89 925 764 432 322 222 74 77 332 63 897 63
is_linear=0
shrinkage=0.00196078


Tree=5673
num_leaves=31
num_cat=0
split_feature=1 2 12 4 3 150 0 97 3 12 44 14 0 51 49 52 15 12 12 474 0 50 16 16 15 48 2 52 12 16
split_gain=0.606188 0.172832 0.0914537 0.0877954 0.0841006 0.0886244 0.145778 0.0825132 0.0704187 0.0694896 0.0668623 0.061902 0.0640995 0.0839084 0.0995207 0.0821612 0.0626611 0.0548756 0.0547476 0.0739889 0.0538526 0.0960371 0.0902985 0.131927 0.132861 0.130425 0.0952778 0.0966514 0.0895819 0.0641739
threshold=0.12000500000000001 0.10252500000000002 0.087505000000000013 -0.16363499999999997 -0.095524999999999985 0.094605000000000009 -0.23091999999999999 -0.083924999999999986 0.30112000000000005 -0.42850999999999995 1.0000000180025095e-35 0.076975000000000002 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 -0.094329999999999983 -0.097494999999999984 0.097145000000000023 0.037915000000000011 -0.076579999999999995 0.089465000000000017 0.083160000000000026 -1.0000000180025095e-35 1.0000000180025095e-35 0.092065000000000022 0.09358000000000001 0.10347000000000002 0.092465000000000006 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 17 -7 -1 -2 -10 11 12 13 -9 16 -16 -15 -6 19 -4 -14 22 23 26 -25 28 29 -28 -24 -22
right_child=8 2 18 4 5 6 -8 10 9 -11 -12 -13 20 14 15 -17 -18 -19 -20 -21 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0054923992688682951 0.0064364565605303532 0.011615006746246647 0.010214368756522194 0.0011287425752156057 0.013138261218555273 0.0094089351904888957 -0.0018927948744967582 0.0025347966634269273 0.006840560778372866 0.0011987654553329359 0.016146148054949232 0.013168911607907631 0.010819116976896803 0.002551877048215829 0.01433117644219818 0.0071398659124194339 0.0089981344160868938 0.0075551756777639065 0.0086384891205524127 0.016660811326333454 0.004273455331871367 0.012261995704694079 0.014343648748190115 -0.0026904594477104105 0.0074869508469669992 0.0031572885159403086 0.016073025480426592 0.0077588885865191486 0.008823207171001244 0.010160060413181782
leaf_weight=33 239 39 117 26 20 21 25 21 34 61 21 82 1444 25 47 24 38 147 213 21 46 99 66 23 29 20 29 27 53 31
leaf_count=33 239 39 117 26 20 21 25 21 34 61 21 82 1444 25 47 24 38 147 213 21 46 99 66 23 29 20 29 27 53 31
internal_value=0 0.0100293 0.00857064 0.00721574 0.00649787 0.00715326 0.00326669 0.0104544 0.00552101 0.00321793 0.0105315 0.0104754 0.0103662 0.00841212 0.00933319 0.0119003 0.0064401 0.00822381 0.00964375 0.0111953 0.0105284 0.00953613 0.00870323 0.00725616 0.0029854 0.0106292 0.00892593 0.0120644 0.011885 0.00664339
internal_weight=0 2787 629 278 239 213 46 2158 334 95 2125 2104 2022 155 134 71 63 167 351 138 1867 423 324 185 52 139 133 56 119 77
internal_count=3121 2787 629 278 239 213 46 2158 334 95 2125 2104 2022 155 134 71 63 167 351 138 1867 423 324 185 52 139 133 56 119 77
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 4 1 49 14 4 1 40 43 12 42 50 15 12 1 47 4 1 2 4
split_gain=20.3415 3.34931 1.78822 1.37491 1.11145 1.08559 0.982854 0.878584 0.70626 0.591444 0.485235 0.350002 0.348469 0.284687 0.276878 0.258234 0.361918 0.215651 0.204801 0.183952 0.178877 0.178163 0.17572 0.173054 0.169436 0.162907 0.160705 0.155146 0.162409 0.135143
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089885000000000007 0.09253500000000002 -0.15289999999999995 0.090540000000000023 -0.054984999999999992 0.062655000000000016 -0.013514999999999998 0.086920000000000011 -0.077714999999999992 0.05259500000000001 0.092855000000000007 0.09832500000000001 0.041865000000000006 -0.086254999999999984 0.090285000000000018 0.14754500000000001 0.090280000000000013 0.061775000000000004 0.13075500000000004 0.11411 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 7 6 17 9 26 12 -4 -10 14 -2 -1 18 23 -3 -11 -20 -13 22 24 29 -7 -15 -8 28 -5 -17
right_child=1 5 10 27 -6 21 8 -9 11 15 -12 20 -14 25 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010121971376281457 0.00068366903627492992 0.00046032748922692949 0.00088687881509394244 0.00076029817012845632 0.00067445894819684327 0.00040577934413146572 0.00091981949556209234 0.00060272188857197757 0.00078548938328144597 0.00099131439084463972 0.00059622091748727057 0.00053755154607540998 0.00093782680476603864 0.00099663076729610044 0.0011501004169770911 0.001039115127574984 0.00070959068480298999 0.00027429985883189182 0.00072908094839778154 0.0009347574650842228 0.000354337451821254 0.00044912616367596535 0.00010292219673739928 0.00088460969062996854 0.00020496500114258986 0.00085261581176320899 0.0007034997291424695 0.00043474276020538574 0.00054641907774576851 0.00092122592363978024
leaf_weight=1092 23 46 34 21 48 35 23 24 20 383 63 140 245 58 59 65 34 50 21 82 24 26 20 210 30 63 31 24 39 88
leaf_count=1092 23 46 34 21 48 35 23 24 20 383 63 140 245 58 59 65 34 50 21 82 24 26 20 210 30 63 31 24 39 88
internal_value=0 0.000574096 0.000959002 0.000767343 0.000969766 0.000475084 0.000530915 0.000975921 0.000598468 0.000979851 0.000698101 0.000540604 0.00100497 0.000883637 0.00101927 0.000940134 0.000903034 0.000363438 0.000970441 0.000892823 0.00051074 0.00030709 0.000263643 0.000921153 0.000313096 0.000921648 0.000795636 0.000567981 0.000621277 0.00097131
internal_weight=0 673 2448 228 2351 445 334 2303 238 2279 97 184 1396 144 1151 883 397 96 486 103 164 111 85 363 65 121 54 84 60 153
internal_count=3121 673 2448 228 2351 445 334 2303 238 2279 97 184 1396 144 1151 883 397 96 486 103 164 111 85 363 65 121 54 84 60 153
is_linear=0
shrinkage=0.00196078


Tree=5675
num_leaves=31
num_cat=0
split_feature=1 12 15 4 15 3 0 1 4 2 0 3 15 12 1446 4 49 42 50 128 3 147 1209 131 131 483 151 150 43 16
split_gain=0.578638 0.164629 0.107539 0.0928123 0.110568 0.17217 0.178365 0.0902701 0.0641677 0.0688331 0.0590655 0.056419 0.0528329 0.0524 0.0752823 0.0619467 0.0594107 0.0671749 0.0578548 0.0522321 0.0539797 0.0532783 0.0535337 0.0518976 0.0497789 0.0494437 0.0474597 0.0507475 0.0470469 0.0463989
threshold=0.12000500000000001 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.015744999999999999 0.11296500000000002 -0.071924999999999989 0.095950000000000021 0.40945500000000007 0.14530500000000005 0.024095000000000002 -0.0096849999999999974 0.099260000000000015 0.092550000000000007 0.10573500000000001 -0.51253999999999988 0.12497000000000001 -0.14148999999999998 0.13767000000000004 0.11362500000000002 -0.045649999999999989 0.088145000000000015 -0.064814999999999984 0.085335000000000008 0.094655000000000017 0.089025000000000007 -0.086029999999999981 0.090480000000000019 -0.043144999999999996 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 26 9 -2 11 -10 -4 15 16 -3 17 -15 19 20 21 22 -19 25 -13 -9 -5 -28 -18 -24
right_child=8 13 12 4 5 -7 -8 23 10 -11 -12 24 -14 14 -16 -17 28 18 -20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01102942077902286 0.0081387270926850334 0.015840770907345272 0.015599773193781192 0.014243562346590417 0.011768682681334516 -0.0042644759127870207 0.00033187020570039753 0.006683406427545082 0.0074306734336110269 0.0035604853311831013 -0.00023501028803626207 0.0021785302039284212 0.0095723122188990772 0.014383976152467151 0.003801827118529574 0.010368025780573911 0.0036588470371247367 0.005801197582855821 0.0043264369852840899 0.00538422865076707 0.0061295227247423366 0.0052108457478295478 0.011683294220871311 0.0025353620760142806 0.0076711646502926239 0.011923018218949437 0.0099948497988663412 0.0044902440952137119 0.0099633342167362582 0.0098441603711516782
leaf_weight=73 109 21 26 21 30 20 25 181 52 47 28 77 33 31 23 1369 29 25 20 26 35 21 218 27 21 20 103 20 20 370
leaf_count=73 109 21 26 21 30 20 25 181 52 47 28 77 33 31 23 1369 29 25 20 26 35 21 218 27 21 20 103 20 20 370
internal_value=0 0.00968343 0.00818255 0.00772349 0.0071836 0.0036809 0.00657013 0.00788979 0.0052788 0.00675939 0.00398121 0.00476824 0.0122285 0.010077 0.00944196 0.0104507 0.00960514 0.00982669 0.0096291 0.0097817 0.0099526 0.0101637 0.0103333 0.00665181 0.00335552 0.00720476 0.00984993 0.00909979 0.00623211 0.010526
internal_weight=0 2787 579 520 447 75 55 372 334 156 178 150 59 2208 818 1390 795 746 715 695 669 634 613 228 98 201 144 123 49 588
internal_count=3121 2787 579 520 447 75 55 372 334 156 178 150 59 2208 818 1390 795 746 715 695 669 634 613 228 98 201 144 123 49 588
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 1 1 14 1 11 1 4 52 50 49 40 11 2 4 12 16 15 150 3
split_gain=15.5619 2.68992 1.29758 1.18548 0.977338 0.86938 0.679871 0.665006 0.581561 0.532142 0.454058 0.379495 0.28574 0.226516 0.211947 0.197619 0.241332 0.413111 0.196036 0.17515 0.168963 0.163869 0.161837 0.155977 0.142255 0.141875 0.14004 0.12858 0.115813 0.112497
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.089885000000000007 0.09253500000000002 0.090540000000000023 0.062655000000000016 0.12408500000000001 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.53964499999999982 0.041865000000000006 -0.054984999999999992 -0.077714999999999992 0.095165000000000013 0.31358000000000003 0.042705000000000007 0.090345000000000023 -0.10850999999999998 0.024640000000000006 0.082565000000000013 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 7 6 10 21 -9 -10 12 -4 13 -1 -11 16 24 -18 -2 23 -20 -3 27 -6 25 -12 -26 -17 29 -5
right_child=1 4 11 28 19 -7 -8 8 9 14 15 -13 -14 -15 -16 22 17 -19 20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010174073485095286 0.0010302642660526384 0.00054019203068940999 0.00091579191240609859 0.00064128844117890098 0.00038822035197603994 0.00069723607449369653 0.00066368709124770811 0.00090378366459428869 0.00090977005264004397 0.00062146865973788804 0.0010225363468901077 0.00065874709143951752 0.00095005523459631806 0.0011421397704743754 0.00047930680484059644 0.0010314122955449598 0.0010036217742690854 0.00068200355247436512 0.00071302216872225059 0.00052247255252958454 0.00091014074572303664 0.00037802995335055041 0.00089159699193402833 0.00019653020639678624 0.00095649600719598094 0.00095155567283452354 0.00085188181133988826 0.0012193233843451065 0.00075273069826995625 0.00046820559409412152
leaf_weight=1092 41 46 34 42 51 41 25 30 21 144 149 63 245 59 56 42 28 34 21 23 82 50 20 24 110 396 89 21 20 22
leaf_count=1092 41 46 34 42 51 41 25 30 21 144 149 63 245 59 56 42 28 34 21 23 82 50 20 24 110 396 89 21 20 22
internal_value=0 0.000634427 0.00097109 0.00080761 0.000545696 0.000980259 0.000985283 0.000594529 0.000647615 0.000612841 0.000988801 0.000748845 0.00101086 0.0010238 0.000581663 0.000954165 0.000944784 0.00082725 0.000915596 0.000372784 0.000869952 0.000455733 0.00104527 0.00032688 0.000954578 0.000970961 0.000909709 0.00109405 0.000622491 0.000581791
internal_weight=0 673 2448 228 445 2351 2310 347 251 221 2285 97 1396 1151 200 889 806 62 144 98 103 96 83 75 744 545 199 63 84 64
internal_count=3121 673 2448 228 445 2351 2310 347 251 221 2285 97 1396 1151 200 889 806 62 144 98 103 96 83 75 744 545 199 63 84 64
is_linear=0
shrinkage=0.00196078


Tree=5677
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 4 0 4 47 11 2 43 4 1 1 0 2 49 52 0 2 2 2 16 4 1446 3
split_gain=10.3507 1.32361 1.10731 0.884173 0.680456 0.453602 0.444211 0.398044 0.339879 0.289405 0.253126 0.229163 0.228569 0.211508 0.20287 0.201348 0.187829 0.174708 0.162229 0.161995 0.161698 0.158189 0.15606 0.150894 0.128427 0.148108 0.134206 0.117715 0.117259 0.115871
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.092550000000000007 0.13075500000000004 0.082585000000000006 -0.15464999999999998 -0.030209999999999997 0.053180000000000012 0.077555000000000013 1.0000000180025095e-35 0.092235000000000025 -0.04890499999999999 -0.14098499999999997 0.086105000000000015 0.16175000000000003 -0.13027499999999997 0.14285500000000004 -0.012034999999999999 1.0000000180025095e-35 0.14486500000000005 0.113445 -1.0000000180025095e-35 0.10882500000000002 -0.008904999999999998 -0.064054999999999987 0.099545000000000008 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 12 -3 19 -6 13 22 23 15 14 -10 -4 -14 -8 -17 24 -2 -15 28 27 -5 -26 -27 -1 29 -7
right_child=1 6 5 7 8 10 17 -9 9 -11 -12 -13 16 21 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00074170444600128727 0.00047119512971417575 0.00038902465664328122 0.00053801356404754137 0.00037247053867972947 0.00068972686305642124 0.00078017302660965447 0.00026332672684551399 0.0002761815590184167 0.00046437715295872661 0.00026764610905528945 0.0005901375142236551 0.00084461767158450273 0.00088377416467148005 0.00041457047812081975 0.00068028063186296593 0.0005708754024669236 0.0006912276282494351 8.3886474590091147e-05 0.00073043042793273678 0.0003161398079677912 0.00066572312672145322 0.00061111061085088582 0.00053816814239658021 0.00049601485130979731 0.00063131896622706208 0.00055000439386668741 0.00035106243439925145 0.0006298646885115382 0.00054946257258886274 0.00068910618593908258
leaf_weight=63 20 133 22 24 40 60 126 58 27 20 125 29 64 74 44 25 28 25 1225 22 92 20 26 20 36 32 22 85 21 513
leaf_count=63 20 133 22 24 40 60 126 58 27 20 125 29 64 74 44 25 28 25 1225 22 92 20 26 20 36 32 22 85 21 513
internal_value=0 0.000402798 0.000691195 0.000492269 0.00059951 0.000709541 0.000306397 0.000412185 0.000525835 0.000490399 0.000670631 0.000683655 0.000730793 0.0005174 0.000598176 0.000723967 0.000825173 0.000233618 0.000727239 0.000470187 0.000630986 0.000456388 0.00068686 0.00065587 0.000499915 0.0005339 0.000468954 0.000677472 0.000693368 0.000698642
internal_weight=0 590 2531 306 422 2109 284 194 225 185 745 197 1364 165 71 1272 92 151 1250 136 112 94 620 168 114 90 54 148 594 573
internal_count=3121 590 2531 306 422 2109 284 194 225 185 745 197 1364 165 71 1272 92 151 1250 136 112 94 620 168 114 90 54 148 594 573
is_linear=0
shrinkage=0.00196078


Tree=5678
num_leaves=31
num_cat=0
split_feature=1 1 155 3 49 456 150 50 2 133 10 2 0 13 123 0 10 3 160 50 2 160 43 48 12 3 16 160 0 160
split_gain=0.610717 0.111397 0.0988244 0.0806903 0.0878833 0.0853418 0.0956387 0.0716376 0.0651629 0.106454 0.139818 0.0645325 0.099216 0.0600391 0.0575123 0.0544911 0.0529779 0.0523805 0.058075 0.0571843 0.0661558 0.072986 0.0471717 0.0527662 0.0924367 0.0457304 0.0455476 0.0431821 0.0723835 0.0696704
threshold=0.10920500000000001 0.14860500000000001 0.084785000000000013 -0.072624999999999981 0.15665000000000004 0.060100000000000008 0.10980500000000001 0.14026500000000003 0.11448000000000001 0.085635000000000003 0.094860000000000014 -0.0091949999999999983 -0.070154999999999981 -0.01163 0.11679000000000002 0.22582000000000002 -0.062879999999999978 -0.070649999999999977 -0.44404499999999997 0.11941000000000002 0.08647500000000001 -1.0000000180025095e-35 -0.072864999999999985 0.087310000000000013 0.10061500000000002 -0.073309999999999986 -0.059624999999999991 0.030480000000000004 -0.13027499999999997 0.085755000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 15 5 6 11 8 9 10 22 12 -5 -11 -10 25 -3 -13 -19 20 21 -20 -2 24 -24 -1 -23 28 -22 -29
right_child=1 16 -4 4 -6 -7 -8 -9 14 13 -12 17 -14 -15 -16 -17 -18 18 19 -21 27 26 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.010318746138568494 0.0078359241267511003 -0.0017914912017295136 0.012053264800787849 0.010767571995079163 0.0025071558589115743 0.015089125030984482 0.0035979167115123521 0.012028638764538548 0.0055406630459401644 0.0063783415250808885 0.0014314510438236455 0.0061645251642004021 0.0014438339471817018 -0.00042229269054673969 5.4349040701275782e-05 0.0053677724251015623 0.0043343594404480733 0.013309575773956667 0.0088116037268792437 0.0051658820194591375 0.0048496585512577102 0.012072213712836738 0.017180166101704041 0.0074953007668955261 0.0087538914997940479 0.014805272189171418 0.01851369318153177 0.015502591645165993 0.009338948783240977 0.0094038310839530473
leaf_weight=1858 48 20 34 21 20 24 31 22 212 34 21 41 25 21 21 22 48 45 31 28 43 23 30 20 23 23 21 26 218 67
leaf_count=1858 48 20 34 21 20 24 31 22 212 34 21 41 25 21 21 22 48 45 31 28 43 23 30 20 23 23 21 26 218 67
internal_value=0 0.00632356 0.00685398 0.00998456 0.00903541 0.00923815 0.00901166 0.00646288 0.00617812 0.00751691 0.00896363 0.00929659 0.00570032 0.00378174 0.00504619 0.0103157 0.00253264 0.00960125 0.00988194 0.00954443 0.00983021 0.0125281 0.0102709 0.0118719 0.0135235 0.0103736 0.0151466 0.00925862 0.00859933 0.0111089
internal_weight=0 554 486 2567 664 644 620 452 430 197 142 589 46 55 233 1903 68 543 502 457 429 75 121 73 53 1881 44 354 261 93
internal_count=3121 554 486 2567 664 644 620 452 430 197 142 589 46 55 233 1903 68 543 502 457 429 75 121 73 53 1881 44 354 261 93
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 4 2 2 4 1 4 1 2 131 2 47 14 43 12 12 14 4 15 4 1
split_gain=34.574 5.31839 3.41304 2.81187 2.07958 1.65815 1.52756 1.23943 1.1649 1.03833 0.927671 0.781514 0.642439 0.562103 0.420489 0.392125 0.52063 0.374957 0.355586 0.3731 0.341997 0.332911 0.312876 0.285733 0.255908 0.247901 0.239766 0.221491 0.200693 0.176777
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.087135000000000004 -0.013514999999999998 0.083345000000000016 0.094835000000000017 0.082750000000000004 0.31358000000000003 0.090100000000000013 0.097795000000000007 0.05259500000000001 0.090285000000000018 0.082480000000000012 -0.41790499999999997 -0.036839999999999991 -0.059484999999999989 0.0067750000000000006 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 20 6 8 17 11 12 -6 14 13 -4 -5 22 23 -1 19 -14 -3 -10 -13 -17 29 -15 -2 -19 -26 -16
right_child=1 2 9 5 10 -7 -8 -9 21 -11 -12 15 18 25 24 16 -18 27 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0013084238291146348 0.0012810809612274171 0.00064530495912549482 0.00072516444855116316 0.0012817954228691282 0.0011382048484066579 0.000734014415251004 0.00083684959169033038 0.00075492316554743785 0.0015272426917464334 0.00080606763282277307 0.00072696264224504333 0.001247409762731451 0.000338202703994259 0.00063272982092039682 0.00093937546758515733 0.0012356352474954392 0.0009139967627258736 0.0011316406436672559 0.00055242696850031029 2.8307280850176718e-05 0.00086147297158244097 0.0012389716529743928 0.0011234320732308369 0.0011157980106508585 0.0012364222732053885 0.00039770542996634236 0.0010426578081511205 0.00087073574941638526 0.0010633730233049526 0.0011940822282842563
leaf_weight=26 50 191 39 931 71 26 37 69 67 34 30 360 59 22 22 120 37 29 20 20 33 20 100 211 323 80 24 22 28 20
leaf_count=26 50 191 39 931 71 26 37 69 67 34 30 360 59 22 22 120 37 29 20 20 33 20 100 211 323 80 24 22 28 20
internal_value=0 0.000707836 0.000646571 0.00120965 0.000782472 0.00122638 0.00123201 0.00094577 0.00123854 0.000485375 0.00101605 0.00122954 0.000439944 0.00052495 0.00125909 0.00118229 0.00113459 0.00111679 0.000318875 0.000259748 0.000677151 0.00146097 0.00122046 0.00115924 0.00120531 0.000448397 0.00120375 0.00101909 0.00122262 0.00106066
internal_weight=0 673 599 2448 325 2302 2276 146 2239 274 101 2152 240 141 1324 828 368 77 99 79 224 87 460 331 393 102 74 51 351 42
internal_count=3121 673 599 2448 325 2302 2276 146 2239 274 101 2152 240 141 1324 828 368 77 99 79 224 87 460 331 393 102 74 51 351 42
is_linear=0
shrinkage=0.00196078


Tree=5680
num_leaves=31
num_cat=0
split_feature=4 2 12 149 457 2 2 10 0 4 0 4 34 133 51 15 14 48 1 16 52 16 2 13 1 0 48 4 13 16
split_gain=0.632203 0.19786 0.116281 0.0966157 0.0796412 0.0783759 0.116132 0.071629 0.0685209 0.0849806 0.0760784 0.144409 0.0570872 0.0528293 0.0717 0.0518235 0.137791 0.0618808 0.102421 0.0516495 0.0506255 0.0473354 0.0569202 0.0468122 0.0459561 0.0445516 0.0442201 0.0694175 0.0651714 0.0534254
threshold=0.27287000000000006 0.14753000000000002 -0.010834999999999999 0.07770500000000001 0.29113500000000009 -0.0091949999999999983 0.093320000000000014 -0.079859999999999987 -0.14920999999999998 0.0033150000000000007 -0.11173999999999999 -0.031404999999999995 -0.072169999999999984 0.081415000000000015 0.088785000000000017 -1.0000000180025095e-35 0.077685000000000018 0.092150000000000024 0.085605000000000014 -0.065999999999999989 1.0000000180025095e-35 0.46043000000000006 0.10402500000000002 -0.23438999999999996 0.11910500000000002 -0.085669999999999982 0.093265000000000015 -0.51843499999999987 0.038215000000000006 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 8 12 -7 -2 15 10 11 -10 -1 14 -3 17 -17 18 -4 25 -8 22 -21 -12 -9 -11 27 -25 -28 -29
right_child=3 13 4 -5 -6 6 20 24 9 19 23 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 26 -26 -27 28 29 -30 -31
leaf_value=0.006823290472384543 0.00072952918469523776 -0.0017233934812247755 0.012881415519863368 0.01087164672124865 0.0048734749860033909 0.012797410857792086 0.0058880588952111854 0.0066660853284261209 0.012416289319199594 0.0091282106034689843 0.0058099174237048086 0.0015018485917675274 0.00027994547097478064 0.0087506093348012036 0.0058223517269224805 0.020329798703702787 0.011111823186278343 0.014532824149743342 0.003829505227506161 0.0074111273594295998 0.01028929099321013 0.0093016404049830088 0.0020492006209678949 0.015196369419572876 0.0041194825544283772 0.013089727791135803 0.0097284368443663945 0.012951090292162485 0.0038135798243076908 0.010362607060373927
leaf_weight=40 39 20 25 28 29 52 89 132 22 172 22 27 20 23 34 24 50 24 25 83 37 83 26 32 153 34 98 84 23 1571
leaf_count=40 39 20 25 28 29 52 89 132 22 172 22 27 20 23 34 24 50 24 25 83 37 83 26 32 153 34 98 84 23 1571
internal_value=0 0.00973524 0.00987821 0.00523597 0.0100829 0.0077678 0.00882138 0.00474894 0.0101452 0.0100097 0.0102908 0.00640221 0.00464218 0.00473709 0.00302763 0.0122302 0.0141014 0.0103589 0.00835546 0.00868227 0.00718048 0.00750229 0.00613214 0.0103949 0.00529896 0.00978205 0.0104507 0.0105832 0.00860413 0.010494
internal_weight=0 2769 2692 352 2454 238 178 324 2425 2277 1879 49 60 77 54 148 74 74 50 398 126 192 109 1830 285 206 1808 1687 121 1655
internal_count=3121 2769 2692 352 2454 238 178 324 2425 2277 1879 49 60 77 54 148 74 74 50 398 126 192 109 1830 285 206 1808 1687 121 1655
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 14 42 1 2 3 4 2 12 13 2 150 4 14 4 3 0 1 0 39 2 4
split_gain=29.016 4.86803 2.82457 2.47164 1.6072 1.33232 0.990432 0.784896 0.773175 0.754736 0.590961 0.558151 0.597715 0.529554 0.361309 0.465434 0.336467 0.32217 0.302694 0.279231 0.283338 0.27344 0.257696 0.379926 0.239478 0.227156 0.283498 0.21232 0.29622 0.197268
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.14960000000000004 0.10672500000000001 0.062655000000000016 -0.076394999999999977 0.089625000000000024 0.090425000000000019 0.30112000000000005 0.42051500000000003 0.14530500000000005 0.087695000000000009 -0.47860499999999995 -0.0091949999999999983 1.0000000180025095e-35 0.057560000000000007 -0.41790499999999997 -0.49013999999999996 0.090900000000000009 -0.060129999999999996 0.076935000000000017 -0.030209999999999997 0.084780000000000008 -0.0050599999999999994 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 9 13 19 -6 11 -5 16 18 14 15 -4 22 -15 -13 20 25 -16 -1 -24 29 26 -7 -12 -29 -18
right_child=1 2 6 10 8 7 -8 -9 -10 -11 27 12 -14 17 21 -17 24 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013333609006868574 0.0011157782377350317 0.00061928913279628631 0.00071136650267394723 0.0010832488801187717 0.0010129326311783661 0.0010813491507709165 0.00074158464689212428 0.0006895748305599435 0.00063244624139026265 0.0013300355123999931 0.00055896441065675872 0.00085402337623800102 0.00076498486276935132 0.00037797182737266409 0.00059330847625638922 0.00034929658351492147 0.0011567070562880626 0.00013557722664694338 0.0010983505431291965 0.00083493225495604904 0.00096321912773844371 0.00033490756594698834 0.001173639502968099 0.00092301050907159167 0.00096088948550525008 0.0011763038927433537 0.00088954444108556969 0.00061306414757182897 0.00091710489462403693 0.0010878364244160368
leaf_weight=37 76 233 39 21 77 193 37 26 28 76 24 21 25 49 20 21 328 37 272 24 102 74 748 24 37 75 35 22 28 312
leaf_count=37 76 233 39 21 77 193 37 26 28 76 24 21 25 49 20 21 328 37 272 24 102 74 748 24 37 75 35 22 28 312
internal_value=0 0.000647614 0.00058976 0.00110297 0.000710055 0.00111559 0.000442973 0.00102038 0.00091147 0.00113863 0.000792944 0.00113056 0.00105601 0.000396937 0.000465765 0.000584642 0.00114652 0.000273686 0.00108084 0.00104043 0.00105261 0.000389886 0.00117351 0.00116585 0.00111427 0.0010827 0.00105191 0.000710561 0.000783327 0.00112313
internal_weight=0 691 615 2430 338 2335 277 455 105 1880 95 1804 318 240 154 60 1486 86 293 429 405 94 809 772 677 303 228 74 50 640
internal_count=3121 691 615 2430 338 2335 277 455 105 1880 95 1804 318 240 154 60 1486 86 293 429 405 94 809 772 677 303 228 74 50 640
is_linear=0
shrinkage=0.00196078


Tree=5682
num_leaves=31
num_cat=0
split_feature=1 4 1 0 2 150 2 16 52 1419 0 51 3 3 3 4 39 0 51 0 51 43 12 2 52 13 50 3 4 156
split_gain=0.634187 0.113118 0.0867254 0.10378 0.0816741 0.0686046 0.0670727 0.0591176 0.0850295 0.0623034 0.0588574 0.0729561 0.0587068 0.0550036 0.0947391 0.0684884 0.0480235 0.0613309 0.0480168 0.0539375 0.0455922 0.0437733 0.0687509 0.0567533 0.0562422 0.0439179 0.0433254 0.0410973 0.0409483 0.0397744
threshold=0.10920500000000001 0.26450500000000005 0.089770000000000016 -0.095504999999999993 -0.0091949999999999983 0.084680000000000019 0.14122000000000004 0.19444000000000003 0.092650000000000024 0.086325000000000013 -0.080499999999999988 -0.12463499999999998 0.63141500000000017 -0.14477499999999996 -0.12018999999999998 -0.15464999999999998 0.11305000000000003 -0.13843999999999998 0.012085000000000002 -0.062294999999999996 -0.14660499999999996 -0.05647499999999999 0.10016000000000001 0.11474000000000002 0.12354000000000001 -0.010739999999999998 0.12170000000000002 -0.0096849999999999974 0.057560000000000007 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -4 -5 16 7 13 9 10 -9 28 21 15 -15 -1 17 -2 -19 -20 -16 24 23 -23 25 27 29 -3 -12 -22
right_child=1 12 3 4 -6 -7 -8 8 -10 -11 11 -13 -14 14 20 -17 -18 18 19 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016015669864577219 0.0044004037557169792 0.0058358397036291929 0.0066918020345094927 0.0056569660921619892 0.010044103680131051 0.0049776308819145703 0.0060250792033379767 0.0043501904699951412 0.0025399557447859222 0.013202177429797525 0.012074558251917783 0.0058789119542449371 -0.00065867520053870983 0.0053090998807396646 0.014095681376995579 0.010509426572263756 0.0038059034862089908 0.011221983519924303 0.010724600637331605 0.0046696386495304687 0.01041942025631056 0.010943343993276358 0.0020830348065561232 0.0059139755730428269 0.0077935692408810488 -0.0016260595431958791 0.0072964867206328377 0.00064321639257724648 0.0077183583751320841 0.0076546472100609986
leaf_weight=37 25 35 186 48 366 81 41 29 21 33 71 44 20 39 31 58 20 89 28 31 1429 30 34 89 23 22 49 27 31 54
leaf_count=37 25 35 186 48 366 81 41 29 21 33 71 44 20 39 31 58 20 89 28 31 1429 30 34 89 23 22 49 27 31 54
internal_value=0 0.00597566 0.00970633 0.00865392 0.00953545 0.00742015 0.0100274 0.0101126 0.00860437 0.00921665 0.00846509 0.00928243 0.00456212 0.0103161 0.0101774 0.012654 0.00844525 0.00898159 0.00975543 0.00754318 0.0102989 0.00496372 0.00604881 0.00718188 0.00341215 0.00221248 0.0102221 0.00357454 0.0107506 0.0103187
internal_weight=0 554 2567 600 414 274 1967 1926 229 208 175 146 280 1697 1602 95 193 173 148 59 1563 260 153 119 107 84 1532 62 102 1483
internal_count=3121 554 2567 600 414 274 1967 1926 229 208 175 146 280 1697 1602 95 193 173 148 59 1563 260 153 119 107 84 1532 62 102 1483
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 4 2 48 1 1 0 1 50 4 1 15 1 1 1 2 133 0 13 1 12
split_gain=53.9003 9.15434 4.38607 3.68809 3.12573 2.54646 1.69326 1.65536 1.3291 1.2756 1.11835 1.29714 0.876757 0.833526 0.749143 0.715109 0.630026 0.556945 0.553098 0.593461 0.532392 0.486653 0.438574 0.436538 0.414296 0.369507 0.335708 0.314843 0.296543 0.29629
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 0.14122000000000004 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 -0.17966999999999997 1.0000000180025095e-35 -0.015314999999999997 0.086920000000000011 0.122715 -0.097024999999999986 0.12000500000000001 0.041865000000000006 -0.013514999999999998 0.075045000000000014 -0.096999999999999989 0.086920000000000011 0.13075500000000004 0.12408500000000001 0.31358000000000003 -1.0000000180025095e-35 -0.046359999999999991 0.049530000000000012 0.089770000000000016 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 9 12 16 -4 13 -9 -12 -7 -1 -2 20 -3 24 19 26 -15 29 25 -13 -6 -5 -14 -17 -21 -20
right_child=1 4 8 22 17 6 -8 10 -10 -11 11 23 18 15 -16 27 -18 -19 21 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013341658796122912 0.001205382319697229 0.0005737132609523589 0.0011547926121585784 0.00050475495981978859 0.00018470904062821208 0.0008830805156179064 0.00079244233664287316 0.0010868804931056266 0.00067374880115191136 0.0015912355811515992 0.00098104327381436356 0.00059577238233387067 0.0012509745924376605 0.0012259726296003407 0.0008527308950884528 0.0012828010961885366 0.00023101495478725017 0.00042678937465191269 0.0012589517154453762 0.0015450549936691213 0.00083956883576691678 0.00092954943294122822 0.00039336097554541099 0.0003759880358264333 -0.00011939617045820245 0.00082406591012750983 0.0010882023127834781 0.0011042656206236654 0.0013190633470987047 0.0011334634564401157
leaf_weight=1029 115 30 34 22 61 32 41 20 63 62 30 142 259 26 29 325 66 26 115 33 29 33 24 46 24 38 60 43 69 195
leaf_count=1029 115 30 34 22 61 32 41 20 63 62 30 142 259 26 29 325 66 26 115 33 29 33 24 46 24 38 60 43 69 195
internal_value=0 0.000624411 0.00125097 0.000943894 0.000460721 0.00126782 0.00118103 0.000555456 0.000842362 0.00131581 0.000643126 0.000602415 0.00120105 0.00130404 0.00113436 0.00123077 0.000338108 0.00017566 0.00121437 0.00126199 0.00102223 0.00115592 0.000617378 0.000541995 9.8844e-05 0.000706985 0.00122036 0.00126194 0.00139218 0.00118002
internal_weight=0 673 2448 228 445 2351 837 334 97 1514 238 218 796 1452 144 423 96 111 764 421 55 343 84 188 85 60 319 368 102 310
internal_count=3121 673 2448 228 445 2351 837 334 97 1514 238 218 796 1452 144 423 96 111 764 421 55 343 84 188 85 60 319 368 102 310
is_linear=0
shrinkage=0.00196078


Tree=5684
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 124 2 2 457 0 4 4 16 3 11 394 49 1 1 160 3 4 3 10 4 12 3 47
split_gain=22.3041 3.68298 2.36719 2.08637 1.47504 1.1172 0.668749 0.619475 0.565591 0.509589 0.489389 0.437122 0.417754 0.411399 0.388628 0.351707 0.317793 0.3034 0.231434 0.222695 0.324783 0.25272 0.461852 0.217197 0.216223 0.210992 0.20926 0.197677 0.188631 0.182507
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.17025000000000004 -0.080389999999999989 0.13913500000000004 0.11474000000000002 0.29113500000000009 -0.07929499999999999 0.40945500000000007 0.40124500000000002 -0.44310499999999992 0.30112000000000005 1.0000000180025095e-35 -0.079154999999999989 -0.08130999999999998 0.081670000000000006 0.089475000000000013 -0.081639999999999976 -0.083654999999999993 -0.0070899999999999991 0.12745000000000004 -0.38124499999999995 -0.036839999999999991 0.10061500000000002 -0.0080949999999999998 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 29 8 12 18 10 23 11 16 15 14 -7 24 -1 -13 -5 21 -21 22 -19 -6 -4 -8 -2 -25 -20 -3
right_child=1 2 6 7 9 13 25 -9 -10 -11 -12 17 -14 -15 -16 -17 -18 19 28 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0010594549514272879 0.0010925141631388197 0.0005606944435872104 0.00054411519770784409 0.00077504299940656573 0.0011139160013443727 0.0010479205949908723 0.00032083849737371268 0.00097480386036450783 0.00071127798481314798 0.00062637115754243301 0.00074489645531225382 0.00076716820335052179 0.00040058796863313447 0.00067387931194959902 0.00089130728655463737 0.00036029497397243443 0.0011971052901469164 0.00064008749370693949 0.0006618050065999953 0.0011991443458725425 0.0010229761120979387 0.0010022524260642537 0.0010168397886032507 0.00098853929759630185 0.00076950839264135738 6.70308123032252e-05 0.00086977439232511459 0.00075494916056076324 0.00040143469677251929 0.00074517693106983837
leaf_weight=1247 50 199 36 26 21 85 34 28 20 26 21 20 132 25 215 22 68 22 23 50 206 343 29 30 30 20 24 26 20 23
leaf_count=1247 50 199 36 26 21 85 34 28 20 26 21 20 132 25 215 22 68 22 23 50 206 343 29 30 30 20 24 26 20 23
internal_value=0 0.000607588 0.000556605 0.00101064 0.000669785 0.00102226 0.00042236 0.000728823 0.00103938 0.000863716 0.00104265 0.0010458 0.000470352 0.000915542 0.000935681 0.000574999 0.00106657 0.00100504 0.000629005 0.00101236 0.00105738 0.000983104 0.000854319 0.000943858 0.000646567 0.000226836 0.00102027 0.000880087 0.000540703 0.000579807
internal_weight=0 673 599 2448 325 2351 274 97 2026 103 2006 1985 220 325 300 88 1315 670 69 650 256 394 51 77 66 54 74 56 43 222
internal_count=3121 673 599 2448 325 2351 274 97 2026 103 2006 1985 220 325 300 88 1315 670 69 650 256 394 51 77 66 54 74 56 43 222
is_linear=0
shrinkage=0.00196078


Tree=5685
num_leaves=31
num_cat=0
split_feature=1 1 12 2 4 0 1 50 50 133 49 0 16 0 1 13 13 16 1 150 12 132 43 4 156 13 0 2 13 13
split_gain=0.805861 0.137383 0.111999 0.104834 0.0846703 0.0773058 0.0678175 0.0764816 0.0796854 0.0774132 0.0625745 0.0711743 0.0736922 0.0606946 0.0767718 0.0604866 0.0592744 0.0591993 0.124932 0.0676117 0.0895484 0.0547704 0.0528681 0.0675481 0.0829339 0.0519373 0.0476197 0.0472954 0.0448563 0.0438207
threshold=0.10920500000000001 0.13707500000000003 0.085055000000000006 0.10045500000000002 -0.036839999999999991 -0.13027499999999997 0.089770000000000016 0.089465000000000017 0.092095000000000024 0.087435000000000013 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.087414999999999979 0.092390000000000014 -0.14819499999999997 -0.059629999999999996 -0.039889999999999988 0.09253500000000002 0.084335000000000007 0.091085000000000013 0.10240500000000001 -0.079914999999999986 0.51388000000000011 0.096630000000000008 -0.13710499999999998 -0.22491999999999998 0.11362000000000001 -0.11122999999999998 0.25761500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 6 -4 -5 15 9 -9 17 -3 12 -12 -10 -15 -1 -13 18 -8 20 -20 25 -2 24 26 -7 -24 -28 -6 -27
right_child=1 10 4 5 28 21 7 8 13 -11 11 16 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.014241860800289684 0.0032577732880191322 -0.00029373816064288543 0.014384847027914866 0.0066856677534387404 0.0044046208631092062 0.0060355086469401917 0.00048308057289215786 0.017155995131248519 0.015454933140426876 0.0040392715836677587 0.0041839658262451057 -0.0014971218492764119 0.010554529467675215 0.0047665539916264474 0.011155420325710165 0.010896579329701783 0.0049773387644710329 0.010534066365410884 0.016623600628226997 0.0053774164037739478 0.0076462073102593429 0.005929089972217169 0.0022563281276234194 0.0029456053005752006 0.013659946587868036 0.010604159004464301 0.010673307701397468 0.0062292814781234667 0.0092818589126677994 0.0059086146808805919
leaf_weight=56 57 31 28 102 24 30 21 21 20 33 46 26 30 26 68 1552 31 138 20 28 25 35 20 38 20 371 34 81 88 21
leaf_count=56 57 31 28 102 24 30 21 21 20 33 46 26 30 26 68 1552 31 138 20 28 25 35 20 38 20 371 34 81 88 21
internal_value=0 0.00618063 0.00720181 0.0103861 0.00946636 0.00917486 0.0107232 0.00955803 0.0114954 0.00857108 0.00375222 0.00469527 0.00669866 0.0104526 0.00938829 0.0110131 0.00202408 0.00921569 0.00728021 0.00923555 0.0116362 0.00973043 0.00593366 0.00672395 0.00765026 0.0100457 0.00675993 0.00754317 0.00823674 0.0103526
internal_weight=0 554 390 2567 140 559 2008 400 135 265 164 133 76 114 94 1608 57 232 94 73 45 457 250 193 155 422 135 115 112 392
internal_count=3121 554 390 2567 140 559 2008 400 135 265 164 133 76 114 94 1608 57 232 94 73 45 457 250 193 155 422 135 115 112 392
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=31
num_cat=0
split_feature=1 3 44 12 15 3 52 39 2 3 42 150 151 1 12 1 133 13 52 0 13 15 4 0 1213 15 52 484 0 1213
split_gain=0.652747 0.116633 0.0930879 0.125379 0.100446 0.115529 0.0882757 0.0833117 0.0801824 0.0752294 0.0709823 0.0663977 0.0632083 0.0582184 0.0567983 0.0841586 0.0538196 0.0534361 0.0799496 0.0724755 0.049848 0.0496322 0.0445586 0.0667017 0.05293 0.0534743 0.0429569 0.0512277 0.0420031 0.041715
threshold=0.10920500000000001 0.31534000000000006 0.081805000000000017 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.056145000000000007 0.087735000000000021 1.0000000180025095e-35 -0.11171999999999999 -0.019989999999999997 -0.07848999999999999 0.050660000000000004 0.10089500000000001 0.088245000000000004 0.089175000000000018 -0.083244999999999986 -0.013634999999999998 -0.057699999999999994 -0.22491999999999998 -0.14819499999999997 -0.042209999999999991 -0.00099499999999999979 -0.092404999999999973 0.11146500000000001 0.091295000000000015 0.10611000000000001 0.1019 -0.14454499999999995 -0.080769999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 9 -3 8 21 -1 -10 -11 13 16 15 20 -13 -12 -19 -20 -5 -2 23 -16 29 -26 -22 -28 -15 -25
right_child=1 6 -4 14 -6 -7 -8 -9 10 11 17 12 -14 28 22 -17 -18 18 19 -21 26 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.003493020802927323 0.0080078248402828157 -4.039970384437149e-06 0.014980973566657511 0.014430716559290886 0.011943133481312544 0.00060490894014947122 0.006518852195586078 0.0043331067284971781 0.00039062089968605769 0.0032011852264404298 0.0045677561978762346 0.0064425951383339291 0.0038648419637376304 0.0033275974379783427 0.012607042467078337 0.0053525079288246 0.010559298946251221 0.012872800589180911 0.0014781380072236062 0.0086184339206903885 0.010531389978581442 0.012704500142329683 0.0081402366241450554 0.010946242738590137 0.01545570612091709 0.0094128572047338828 0.0062511119640098426 0.011368791762769464 0.0088085226521923618 0.0088014220140209196
leaf_weight=39 90 59 29 30 50 25 32 157 21 25 74 39 26 27 65 34 171 26 21 44 709 30 314 104 27 32 53 31 29 708
leaf_count=39 90 59 29 30 50 25 32 157 21 25 74 39 26 27 65 34 171 26 21 44 709 30 314 104 27 32 53 31 29 708
internal_value=0 0.00556257 0.00934745 0.00928307 0.00772904 0.00717601 0.00228972 0.00620583 0.00716667 0.00763746 0.00586646 0.00814735 0.00857082 0.0090308 0.00960096 0.010228 0.00979477 0.00656339 0.00818621 0.00631157 0.0104294 0.00918199 0.00917106 0.00951687 0.00928626 0.0121782 0.0102781 0.00813978 0.00616593 0.00907613
internal_weight=0 554 2567 2538 431 381 91 463 306 356 186 317 292 266 2107 857 210 165 91 65 823 120 1250 936 871 59 793 84 56 812
internal_count=3121 554 2567 2538 431 381 91 463 306 356 186 317 292 266 2107 857 210 165 91 65 823 120 1250 936 871 59 793 84 56 812
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 3 47 4 1 14 2 12 1 2 457 2 2 16 4 15 2 150 12 4 4 1 0 42 43 14
split_gain=33.3148 5.10455 3.22131 3.04828 1.73233 1.17182 0.988353 0.941065 0.900043 0.86906 0.771143 0.519059 0.502968 0.614404 0.396704 0.382984 0.380143 0.379963 0.365503 0.348713 0.33524 0.329894 0.314154 0.343003 0.305693 0.257803 0.283162 0.2502 0.381051 0.218887
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.31370500000000007 0.090280000000000013 0.40473500000000007 0.092845000000000025 0.062655000000000016 0.14960000000000004 -0.42850999999999995 0.089770000000000016 0.090425000000000019 0.080930000000000016 -0.0091949999999999983 0.14753000000000002 -0.037154999999999994 0.057560000000000007 1.0000000180025095e-35 0.10855000000000002 1.0000000180025095e-35 0.091325000000000003 -0.51843499999999987 -0.0070899999999999991 0.082005000000000008 -0.030209999999999997 -0.021469999999999996 -0.11180499999999999 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 9 6 16 24 -5 12 14 -7 22 15 18 -14 19 -8 25 29 21 -2 23 -1 -4 26 -6 -24 -29 -3
right_child=1 5 7 8 10 11 17 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014701284002077901 0.00088914659441240921 0.00064326197284610327 0.0012028127072986985 0.0010590851416482645 0.0011332730453666078 0.00047311275813947707 0.00060245169434926 0.0007376941537265392 0.00067024525267138986 0.0014054902843646589 0.00073940729073404727 0.00016383887025119822 0.00090170270030506632 0.00081162056317973731 0.00084139677616798026 0.0011653573480389743 0.0003016658224232866 0.00091756506104924711 0.0010054192200461983 0.00074170382545732177 0.00060964813470914148 0.00064482165095377229 0.0012130256612939705 0.0012172194554602507 0.0010041697584078834 0.0012371310188249653 0.00094877768738504779 0.00087450422176153829 0.0011395633873023355 0.00041256086842622608
leaf_weight=21 42 21 68 37 202 34 28 32 60 76 26 54 23 23 24 268 39 31 114 23 141 43 149 1131 53 73 38 24 159 64
leaf_count=21 42 21 68 37 202 34 28 32 60 76 26 54 23 23 24 268 39 31 114 23 141 43 149 1131 53 73 38 24 159 64
internal_value=0 0.000666617 0.000817019 0.0011592 0.00117326 0.000472731 0.000553639 0.00103672 0.000818566 0.00120011 0.00106776 0.000283331 0.00119143 0.00112013 0.00108669 0.00114452 0.000467596 0.00076802 0.00110048 0.000527515 0.000668283 0.000765547 0.00120651 0.00122183 0.0011158 0.0011351 0.00110406 0.00115337 0.0011048 0.000469558
internal_weight=0 673 379 2448 2351 294 206 153 97 1874 477 88 1798 314 451 291 147 59 427 108 226 85 1484 1152 121 313 240 332 183 85
internal_count=3121 673 379 2448 2351 294 206 153 97 1874 477 88 1798 314 451 291 147 59 427 108 226 85 1484 1152 121 313 240 332 183 85
is_linear=0
shrinkage=0.00196078


Tree=5688
num_leaves=31
num_cat=0
split_feature=1 1 3 3 1375 43 133 160 49 456 12 16 2 43 1 2 3 4 16 12 159 16 49 52 49 0 16 15 4 157
split_gain=0.662565 0.114976 0.0903887 0.088242 0.0835843 0.0806991 0.11918 0.0742626 0.105841 0.0789319 0.073784 0.0689753 0.0575546 0.0790961 0.100757 0.0677065 0.0558289 0.0537529 0.0531729 0.0520698 0.0733708 0.0686746 0.0764283 0.0579146 0.0508228 0.05842 0.0630541 0.0623503 0.0505256 0.0483394
threshold=0.10920500000000001 0.13707500000000003 -0.028564999999999997 -0.07359499999999998 -0.07273499999999998 0.084740000000000024 -0.038089999999999992 -0.54200499999999985 0.14705000000000004 0.060100000000000008 0.051320000000000005 -1.0000000180025095e-35 0.079055000000000014 -0.070064999999999975 0.099990000000000009 0.093320000000000014 0.096675000000000011 -0.0096849999999999974 0.51222500000000004 0.10673000000000001 0.094385000000000011 0.18438500000000005 -0.081604999999999997 0.0046550000000000003 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.43375999999999998 0.27834500000000006 -0.027269999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 -5 6 -2 -6 9 12 11 -1 13 14 -9 16 -14 29 19 20 21 22 -17 -24 -3 26 -26 -27 -12 -8
right_child=1 24 -4 4 7 -7 17 8 -10 -11 28 -13 15 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0098395003564655786 0.001090923999883951 -0.00040158628215712888 0.0049982676406526696 0.0027591636534242962 0.013579272792308725 0.013877411701139951 0.0077548706483167532 -0.001891566101195557 0.0023053368769719133 0.014339363354298732 0.0097936244727436072 0.0018097507726886999 0.009851976518396928 0.0087185429763935868 0.0071397943561896694 0.012705306367327772 0.015321227357439375 0.0067926768358651697 0.011860587584919164 0.0095905298526797987 0.012362526518038729 0.001867997335502878 0.0043891316879755603 0.0083663615647811395 0.003583523030165057 0.0061730494769290092 0.009476352606676907 -0.00075706993953350034 0.0049721366598863498 0.013692951960296469
leaf_weight=20 26 31 211 26 28 21 26 21 28 23 1801 23 99 63 30 21 23 77 35 105 22 30 78 69 46 20 30 37 22 29
leaf_count=20 26 31 211 26 28 21 26 21 28 23 1801 23 99 63 30 21 23 77 35 105 22 30 78 69 46 20 30 37 22 29
internal_value=0 0.00546627 0.00640047 0.0092795 0.00832292 0.00805334 0.00727926 0.00853723 0.00831903 0.00859105 0.00963886 0.00554452 0.00836922 0.00634859 0.003421 0.00884713 0.0108831 0.00849817 0.00815718 0.00775835 0.0068839 0.00627516 0.00706216 0.00625599 0.00324471 0.0040946 0.00590964 0.00167455 0.00973544 0.0108859
internal_weight=0 554 390 2567 701 179 158 675 647 619 1866 43 596 114 51 482 122 132 360 325 220 198 168 147 164 133 76 57 1823 55
internal_count=3121 554 390 2567 701 179 158 675 647 619 1866 43 596 114 51 482 122 132 360 325 220 198 168 147 164 133 76 57 1823 55
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 16 475 1 3 12 47 9 4 130 4 4 34 124 15 42 16 2 133 43 133 2 402 1210 4 0
split_gain=0.544688 0.156016 0.0891411 0.0945467 0.0991099 0.0759133 0.0914978 0.0680411 0.0607735 0.0851372 0.0602895 0.0573912 0.0723212 0.0531116 0.0862908 0.055192 0.0588258 0.0808401 0.0525817 0.0524586 0.0515029 0.0562156 0.111177 0.119135 0.0547433 0.0808431 0.0612513 0.0505821 0.0500085 0.0944015
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 0.15273500000000004 -0.081364999999999979 0.094090000000000021 0.31370500000000007 -0.42850999999999995 0.081320000000000017 0.081890000000000004 0.40124500000000002 -0.0060099999999999989 -0.031404999999999995 0.056795000000000005 -0.038779999999999995 0.0049200000000000008 0.13592500000000005 0.086665000000000006 -0.08231999999999999 0.087545000000000026 0.0068000000000000014 -0.022084999999999997 -0.0084449999999999994 0.084655000000000022 -0.047074999999999999 -1.0000000180025095e-35 0.033845000000000007 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 10 13 -10 -8 12 18 -2 -15 -16 -17 19 20 -18 21 22 24 -24 26 -26 -3 -23 -22 -30
right_child=8 11 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 14 15 16 17 -19 -20 -21 28 27 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00070135037556452598 0.00087817425120456693 0.0050379943191295583 0.00034262852831965407 0.0010541464046885571 0.013153012462512213 0.0096060371767221538 0.0076785426606431981 0.0057968016573460776 0.0056524345158215838 -0.00069133536495168558 0.013490223285875151 0.01292685102671385 0.0038040705454477578 0.010279486229022345 -0.0004644406819716096 0.00074093375677386161 0.0089856198379060347 0.00078777517564594744 0.0051720560829959473 0.0046229814407320663 0.0084843942190124238 0.0036819726398045365 0.0097701522037386898 0.0017990391282364728 0.011316796452185866 0.018541681367371762 0.010682956287165538 0.0086764541480963981 0.0012387626771149891 0.0080685908721970425
leaf_weight=23 31 21 21 30 27 88 119 250 34 56 21 30 32 30 20 26 63 25 44 49 1312 22 50 30 59 21 227 259 28 73
leaf_count=23 31 21 21 30 27 88 119 250 34 56 21 30 32 30 20 26 63 25 44 49 1312 22 50 30 59 21 227 259 28 73
internal_value=0 0.0081997 0.00673861 0.00697932 0.00724921 0.00693543 0.00637587 0.00678524 0.00392625 0.0017052 0.00855029 0.00858284 0.008523 0.00474548 0.00530833 0.00449339 0.00510171 0.0059293 0.00859337 0.00707697 0.00866498 0.00937384 0.0101235 0.00678098 0.0109387 0.0132133 0.010205 0.00828543 0.00831933 0.00617517
internal_weight=0 2787 579 558 535 508 420 390 334 90 140 2208 2178 244 213 183 163 137 2146 112 2102 689 408 80 328 80 248 281 1413 101
internal_count=3121 2787 579 558 535 508 420 390 334 90 140 2208 2178 244 213 183 163 137 2146 112 2102 689 408 80 328 80 248 281 1413 101
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=31
num_cat=0
split_feature=1 12 132 1 10 10 10 2 133 47 14 52 12 1446 4 42 399 1 4 9 128 49 11 0 4 11 43 16 12 12
split_gain=0.441197 0.126373 0.0784441 0.0813972 0.0531143 0.132958 0.0737956 0.0720475 0.0599813 0.051838 0.0502642 0.0567224 0.0468092 0.0600551 0.0562922 0.0504155 0.0503934 0.0474618 0.0508859 0.0446664 0.0436359 0.0478404 0.0451281 0.0700727 0.0678052 0.0595219 0.0463529 0.0502476 0.0497021 0.0746724
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 0.093575000000000019 -0.062879999999999978 -0.38124499999999995 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.077555000000000013 -1.0000000180025095e-35 -0.063789999999999986 0.092550000000000007 0.10573500000000001 -0.51253999999999988 -0.14148999999999998 0.09747500000000002 0.11039500000000001 -0.15764999999999998 -1.0000000180025095e-35 0.11362500000000002 0.09567500000000001 0.081790000000000015 -0.069954999999999976 0.23246000000000003 0.088710000000000011 -0.041049999999999996 -0.052894999999999991 0.10866500000000003 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -2 7 19 -9 -1 11 -10 14 15 -3 -14 20 18 -16 -6 21 22 24 -24 26 -25 27 -17 29 -28
right_child=4 12 -4 -5 6 -7 -8 8 10 -11 -12 -13 13 -15 17 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=0.0070777565767930362 0.0044677897935103189 0.013215939501034363 0.00058544106311092037 0.0052639302113262369 0.0031743142381310467 -0.0058076234278269115 0.00037750350466618938 -0.0011634805629475286 0.0027172905836431757 0.011152330806755739 0.0027848975916276685 0.009405817797232886 0.010926614008429978 0.0020868183331280623 0.0041640604513564277 0.010110575736310053 0.010802622509987227 0.012834667144343257 0.0080274908956735596 0.008642746017006684 0.0028950261955077833 0.0052411920211997915 0.014741835531312973 0.011483578673297806 0.0017724993699432716 0.0054072759812697768 0.0097282534085131964 0.0071703810309707242 0.0092104909103869915 0.0045108702658670698
leaf_weight=200 34 21 25 317 20 20 45 23 21 37 80 32 36 23 35 93 35 20 1314 59 26 119 20 28 23 38 34 155 46 142
leaf_count=200 34 21 25 317 20 20 45 23 21 37 80 32 36 23 35 93 35 20 1314 59 26 119 20 28 23 38 34 155 46 142
internal_value=0 0.00737973 0.00606475 0.00631201 0.00353362 0.000662081 0.00408742 0.00479783 0.0035518 0.00771387 0.00436723 0.00675565 0.00772455 0.00712435 0.00807776 0.00727009 0.00709666 0.00799895 0.00792725 0.00725833 0.0069175 0.00706734 0.00744266 0.00955643 0.00707393 0.0079851 0.00733336 0.00827295 0.00628372 0.00551877
internal_weight=0 2787 579 554 334 54 280 235 156 237 133 53 2208 818 1390 795 759 1369 1349 79 724 698 579 86 493 66 470 248 222 176
internal_count=3121 2787 579 554 334 54 280 235 156 237 133 53 2208 818 1390 795 759 1369 1349 79 724 698 579 86 493 66 470 248 222 176
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 14 2 4 1 4 2 0 12 150 0 12 12 40 123 49 50 15 151 4 150 15 52 15 3
split_gain=21.2131 3.25171 1.81579 1.5963 1.43479 1.11097 0.770149 0.758853 0.628251 0.625567 0.601858 0.715692 0.581444 0.567563 0.530211 0.369891 0.32435 0.323631 0.321426 0.310128 0.284648 0.270581 0.297891 0.290719 0.252127 0.247084 0.252073 0.238515 0.236389 0.205791
threshold=0.104035 -0.059315 0.056590000000000008 0.27834500000000006 0.14530500000000005 0.11362000000000001 0.062655000000000016 -1.0000000180025095e-35 0.0061450000000000003 0.09253500000000002 -0.062539999999999984 1.0000000180025095e-35 -0.11173999999999999 0.091715000000000005 0.09487000000000001 -0.15599999999999997 0.091475000000000015 0.13597000000000004 -0.078554999999999986 0.10695000000000002 -0.054984999999999992 0.086295000000000011 -0.41396999999999995 -1.0000000180025095e-35 -0.55119499999999988 0.082565000000000013 -0.43375999999999998 1.0000000180025095e-35 -0.086849999999999997 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 7 6 8 18 12 28 -9 -12 15 -7 27 -1 24 -15 -3 -13 -2 22 -6 -24 -14 26 -5 -10 -4 -26
right_child=1 4 9 25 21 13 -8 10 14 -11 11 19 16 17 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00091052400584197167 0.00068505055338046914 0.00050614896245633847 0.0009997106981433294 0.0005993663719972642 0.00036683262933900765 0.00050710422984397445 0.0011698035271934984 0.00084704788499508836 0.00087157723372008333 0.0005993005065772427 0.00083773919521204011 0.00053955194621192976 0.0012366027801352388 0.00090957185092531596 0.00064720424586067011 0.0005877581103613563 0.00096043129185681398 0.00067301607724665256 0.00028010541197200409 0.00028737846872378854 0.00091789451042258933 0.0004743621646262267 0.00027157668774837956 -3.0549729259660331e-05 0.00086427056450813565 0.00073554265732858691 0.00035442910601500593 0.00099326688028286269 0.00076549298662512654 0.0010191340289250072
leaf_weight=43 24 46 30 35 32 20 85 31 147 64 30 175 20 108 30 20 546 28 51 21 127 20 25 24 34 20 30 107 37 1111
leaf_count=43 24 46 30 35 32 20 85 31 147 64 30 175 20 108 30 20 546 28 51 21 127 20 25 24 34 20 30 107 37 1111
internal_value=0 0.00057313 0.000962477 0.000759896 0.000476258 0.000975272 0.000986901 0.000535072 0.000979347 0.000737937 0.000590845 0.000555702 0.000993054 0.000815515 0.000893724 0.000808059 0.000999866 0.000860869 0.000387301 0.000512533 0.000880886 0.00027012 0.00021969 0.000123596 0.00101835 0.000544959 0.000486318 0.00092284 0.000870367 0.00101454
internal_weight=0 691 2430 236 455 2299 2143 354 2058 131 257 226 1774 156 284 63 1711 136 97 196 151 101 81 49 1165 85 65 254 67 1145
internal_count=3121 691 2430 236 455 2299 2143 354 2058 131 257 226 1774 156 284 63 1711 136 97 196 151 101 81 49 1165 85 65 254 67 1145
is_linear=0
shrinkage=0.00196078


Tree=5692
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 1 2 4 0 150 2 15 4 1 12 4 40 47 2 1 1 1 0 133 0 1
split_gain=34.4107 5.56281 2.7297 2.72352 1.89224 1.67979 1.43419 1.00537 0.889305 0.734033 0.69443 0.620529 0.666945 0.572361 0.493059 0.489562 0.419459 0.387756 0.374499 0.453348 0.358238 0.339875 0.319008 0.282084 0.265024 0.254681 0.244659 0.242117 0.220335 0.340008
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.092845000000000025 0.13501500000000002 0.033845000000000007 -0.11173999999999999 1.0000000180025095e-35 0.11704500000000001 -0.097454999999999986 -0.15289999999999995 0.083345000000000016 0.09141500000000001 -0.52556499999999995 -0.077714999999999992 0.093140000000000014 0.31358000000000003 0.076935000000000017 0.13265500000000002 0.13075500000000004 -0.060129999999999996 -1.0000000180025095e-35 -0.076579999999999995 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 6 8 20 -8 11 -5 13 12 15 23 -2 -1 -9 -13 19 -14 -3 -19 -6 -7 -18 27 -20 -4 -21 -30
right_child=1 4 25 9 22 10 7 16 -10 -11 -12 17 18 -15 -16 -17 24 21 26 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013595925089851567 0.0012188606507749845 0.00062855049612068866 0.00063259812360778845 0.0011557222020708194 0.0004700720901527102 0.0011839906260663387 0.0010228269608365339 0.00098663013793674173 0.0015076555104078522 0.00080456865476626982 0.00094511308707296844 0.0012398084294006817 0.0016153164938384412 0.00091796568611781499 0.0008870924176538692 0.0010160356509986686 0.0007176869777834866 0.00083059965797206931 0.0012760746255520425 0.0013318740763426798 0.00038878467381365747 0.0011628563910662281 0.00022506949396434691 0.0013081007455265227 0.00049068945168635823 0.00055730355275015716 0.001100840483721848 0.00089107074989130865 0.0013054345494212069 0.0010098206903698509
leaf_weight=23 124 46 22 37 84 300 54 20 76 60 48 101 21 27 20 52 141 20 427 1029 50 29 27 92 23 24 33 38 52 21
leaf_count=23 124 46 22 37 84 300 54 20 76 60 48 101 21 27 20 52 141 20 427 1029 50 29 27 92 23 24 33 38 52 21
internal_value=0 0.000759872 0.00100892 0.00126049 0.000632271 0.00127378 0.000705981 0.000787584 0.00129987 0.000938514 0.00116851 0.00129114 0.00130207 0.0011941 0.00117278 0.00112139 0.000718545 0.00117037 0.00131063 0.00132993 0.000503672 0.00102724 0.000410477 0.00121312 0.000685852 0.000728013 0.0012635 0.000796297 0.00132449 0.00122039
internal_weight=0 673 228 2448 445 2351 334 238 1884 97 467 1808 1658 419 144 75 184 150 1583 1123 96 49 111 392 164 84 460 60 1102 73
internal_count=3121 673 228 2448 445 2351 334 238 1884 97 467 1808 1658 419 144 75 184 150 1583 1123 96 49 111 392 164 84 460 60 1102 73
is_linear=0
shrinkage=0.00196078


Tree=5693
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 4 1 0 2 4 4 12 14 4 0 16 47 0 15 10 3 14 3 4 160 4
split_gain=35.3001 5.64729 3.52095 2.75549 2.19024 1.56723 1.08666 1.06626 0.997114 0.932891 0.830328 0.817758 0.631365 0.601036 0.486636 0.459376 0.288426 0.279606 0.275494 0.273034 0.228484 0.209856 0.202006 0.209107 0.200672 0.191966 0.183759 0.316887 0.175028 0.152463
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.0061450000000000003 0.40473500000000007 0.09253500000000002 -0.11173999999999999 0.14753000000000002 0.40124500000000002 0.27834500000000006 0.091475000000000015 -1.0000000180025095e-35 -0.55119499999999988 0.051010000000000007 0.15891500000000003 0.090100000000000013 -0.15599999999999997 -0.41942499999999994 -0.38124499999999995 -0.016324999999999996 0.096015000000000017 -0.20241999999999996 -0.15289999999999995 -0.067824999999999983 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 20 7 12 8 11 -6 -5 21 14 16 -4 17 -10 -13 -19 -20 -3 -1 -14 -24 -16 -9 -17 -28 -26 -2
right_child=1 2 6 10 9 -7 -8 25 13 -11 -12 15 22 -15 24 26 -18 18 19 -21 -22 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=0.00066319305162640721 0.00084645951773021735 0.00020720166300164153 0.00025392960104178271 0.00069469302396409235 0.00070352829175902734 0.00043430737896177162 0.00035323119253684163 0.0010662518187816103 0.00093418154674195213 0.00029113076596819107 0.00031447671197292181 0.0010626229994437273 -1.727078454089625e-05 0.00039055713762839634 0.00012069696356420503 0.00091589816839866389 0.00069699050545246209 0.00083519084449220401 0.00050895484184901069 0.00080472026628996033 0.00038389005364581225 0.00042406178516945359 -8.0766152955737762e-05 -0.00032357494480713127 9.6901031567547282e-05 0.00085924681370432672 0.00057768473479928085 0.00077021966305391249 -0.00011352512528107181 0.00064737062021241244
leaf_weight=43 50 191 40 34 71 48 37 61 21 30 63 20 32 24 37 30 321 1114 20 30 33 21 25 30 21 24 35 539 55 21
leaf_count=43 50 191 40 34 71 48 37 61 21 30 63 20 32 24 37 30 321 1114 20 30 33 21 25 30 21 24 35 539 55 21
internal_value=0 0.000264563 0.000202878 0.000771613 0.000341318 0.000784976 4.04495e-05 0.000792284 0.000784025 0.000581034 0.000447748 0.000802507 -7.77107e-06 0.000690506 6.80654e-05 0.000810302 0.000711555 0.00083275 0.0008288 0.000686414 0.000233232 0.000584728 -0.000141139 -0.000213207 2.27281e-06 0.0010078 0.000766299 0.00075848 -5.53811e-05 0.000787574
internal_weight=0 673 602 2448 325 2351 277 2303 2218 101 97 1852 240 366 153 1788 342 1184 1164 50 224 64 87 55 113 85 604 574 76 71
internal_count=3121 673 602 2448 325 2351 277 2303 2218 101 97 1852 240 366 153 1788 342 1184 1164 50 224 64 87 55 113 85 604 574 76 71
is_linear=0
shrinkage=0.00196078


Tree=5694
num_leaves=31
num_cat=0
split_feature=1 2 4 1 4 132 15 48 2 4 160 14 51 31 50 15 43 4 2 41 0 16 3 52 482 160 43 39 4 0
split_gain=0.705477 0.117464 0.0955325 0.0911254 0.146618 0.0884565 0.0952324 0.153242 0.0760961 0.1071 0.0749575 0.0691097 0.0665887 0.0629398 0.0628052 0.0544215 0.063977 0.0506 0.0483651 0.0481825 0.047976 0.0474383 0.043911 0.0442053 0.0427968 0.0414566 0.0411835 0.0398192 0.0519515 0.159139
threshold=0.10920500000000001 0.14753000000000002 0.26450500000000005 0.096325000000000008 -0.16363499999999997 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.10644500000000001 -0.07168999999999999 -0.077609999999999985 0.062655000000000016 -0.047599999999999996 -1.0000000180025095e-35 0.096640000000000018 0.11842000000000001 -0.080324999999999994 -0.0024449999999999997 0.10981000000000002 0.081560000000000007 -0.076899999999999982 -0.29154999999999992 -0.13309499999999996 0.12354000000000001 0.11816500000000001 -0.066074999999999981 0.0047850000000000011 0.091820000000000013 -0.39518999999999993 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 8 12 6 -3 -8 11 -10 -6 19 -5 -2 15 16 -12 -18 -15 24 21 -11 -4 26 27 -20 -24 28 -1 -30
right_child=1 5 22 4 10 -7 7 -9 9 20 14 -13 -14 18 -16 -17 17 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011693793460010336 0.0019928212765426864 0.0055580534255848489 0.0069323115288473973 0.0090923447593178781 0.010057456019179276 0.0070192308963409489 -0.0083005844117988916 0.0022929333725995901 0.0018752414014607925 0.0088649904704652723 0.0065970430160016431 0.012244152217677022 0.015156132820131327 0.0090893637815466274 0.009821039591250677 0.0096369531750679013 -0.0016158610197674972 0.0037718808026208231 0.0021097732796555475 0.005862191134365276 0.009002062263285841 0.0022058220134805076 0.0034559717063809962 0.006977262136060744 0.013656896081469631 0.007184163718383112 -0.0014543934795074164 0.0048786873882636431 0.0094033415805720479 0.0035032379946255306
leaf_weight=91 21 26 48 55 42 28 22 36 29 20 62 83 27 116 28 20 23 72 21 40 190 23 117 30 23 69 20 20 1672 47
leaf_count=91 21 26 48 55 42 28 22 36 29 20 62 83 27 116 28 20 23 72 21 40 190 23 117 30 23 69 20 20 1672 47
internal_value=0 0.00504429 0.00577728 0.00897907 0.00742512 0.00215161 0.000529073 -0.0017253 0.00920751 0.00760614 0.00620878 0.00941984 0.011089 0.00720805 0.00542027 0.0047241 0.00409826 0.00246748 0.0077397 0.00929601 0.00831942 0.00530311 0.00426665 0.00350047 0.00937013 0.00600014 0.00273913 0.00931626 0.00936529 0.00924202
internal_weight=0 554 442 2567 329 112 84 58 2238 262 247 1976 82 227 205 177 157 95 206 1893 233 43 215 167 1853 90 137 1830 1810 1719
internal_count=3121 554 442 2567 329 112 84 58 2238 262 247 1976 82 227 205 177 157 95 206 1893 233 43 215 167 1853 90 137 1830 1810 1719
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=31
num_cat=0
split_feature=1 52 3 157 48 4 2 43 51 47 47 52 393 14 16 15 4 158 159 481 481 475 475 475 474 49 11 39 11 0
split_gain=0.574533 0.152486 0.0999359 0.0779069 0.0891859 0.074591 0.0693138 0.0660288 0.0750299 0.0746354 0.0634778 0.0622345 0.0621554 0.0584369 0.0635048 0.106458 0.0529374 0.0525507 0.0751627 0.062094 0.0612938 0.0547596 0.127658 0.0651785 0.0818634 0.0716448 0.0437094 0.0550272 0.0527574 0.0484716
threshold=0.10312500000000001 -0.53299999999999992 0.31370500000000007 -0.090834999999999985 -0.089099999999999999 0.40124500000000002 0.091265000000000013 -0.24021999999999996 0.10876000000000001 0.078345000000000012 0.11596500000000001 0.056145000000000007 0.086855000000000016 -0.47013499999999991 -0.42170999999999997 -0.42198999999999992 0.40473500000000007 0.08673500000000002 0.11109000000000001 -0.08452999999999998 -0.13925499999999996 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.083875000000000019 0.11560500000000001 1.0000000180025095e-35 -0.046074999999999991 0.08776500000000001 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 17 -6 9 13 -10 -4 26 -9 -15 -16 -11 18 20 -19 -1 22 -22 24 -23 -25 27 -8 -28 -29
right_child=1 2 11 4 7 -7 12 8 10 16 -12 -13 -14 14 15 -17 -18 19 -20 -21 21 23 -24 25 -26 -27 28 29 -30 -31
leaf_value=0.013793289339677854 0.0096198849176737274 -0.0010591923561878503 3.1469442920995433e-05 0.011849617855623365 0.0098607160651159511 0.0024062987559855999 0.0022903053357731552 0.0081249626675763947 0.010844096867367627 0.0078313482298665218 0.0045175331940519193 0.0053431284813996172 0.0024035818834343683 0.0049604044815386873 -0.0039197257585608615 0.0029918251896294107 0.0021971901601535223 0.0069238462485373027 0.0023825419484637678 0.011665034530376761 0.0097980117149375108 0.017104134466499093 -0.00046392606190321121 0.0085670266258722552 0.0084414878423558545 0.0029333646297859759 0.012545668510229965 0.007858413649198032 0.0065568668645937583 0.0050191861302168531
leaf_weight=22 65 20 71 20 27 22 20 26 35 81 29 32 23 121 26 156 21 37 20 109 27 20 22 1218 24 23 38 676 24 66
leaf_count=22 65 20 71 20 27 22 20 26 35 81 29 32 23 121 26 156 21 37 20 109 27 20 22 1218 24 23 38 676 24 66
internal_value=0 0.00499706 0.00454521 0.00507002 0.00529619 0.00820225 0.00825607 0.0050451 0.00478243 0.004308 0.00797737 0.00168169 0.00753098 0.00357529 0.00318489 0.00200446 0.00667137 0.00865959 0.00846819 0.0104635 0.00855795 0.00847161 0.00519061 0.00859672 0.0123791 0.00846262 0.0076741 0.00746635 0.0102274 0.00760587
internal_weight=0 730 665 562 542 2391 2369 522 495 431 64 103 847 329 303 182 102 1522 1376 146 1356 1334 49 1285 44 1241 824 762 62 742
internal_count=3121 730 665 562 542 2391 2369 522 495 431 64 103 847 329 303 182 102 1522 1376 146 1356 1334 49 1285 44 1241 824 762 62 742
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 47 4 4 47 1 2 47 52 14 4 49 12 4 3 48 1 49 3 16 42 0 15 13
split_gain=40.933 4.79315 4.08424 2.55862 2.5286 2.06962 1.69095 1.20423 1.18486 0.811806 0.799102 0.784276 0.7092 0.68729 0.644262 0.615527 0.614849 0.585129 0.45761 0.435216 0.377738 0.3589 0.348863 0.429667 0.344216 0.475176 0.340303 0.338289 0.36831 0.273849
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.091325000000000003 0.090100000000000013 -0.16363499999999997 0.053180000000000012 0.077555000000000013 0.11654500000000001 0.11389000000000002 0.091680000000000011 0.048770000000000008 0.076175000000000007 0.061775000000000004 -0.012034999999999999 0.13597000000000004 -0.059649999999999988 0.090900000000000009 0.11553500000000001 0.10089500000000001 -0.061079999999999988 -0.13309499999999996 -0.066924999999999985 0.11066000000000001 -0.11242999999999999 -0.095244999999999982 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 7 15 11 -6 18 12 -3 19 22 29 27 -9 -2 24 -1 -21 -18 23 -10 -8 -26 -13 28 -4 -7
right_child=1 5 6 -5 8 14 9 16 13 -11 -12 26 -14 -15 -16 -17 21 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001190911807084867 0.00069055298516782469 0.00057593704400190997 0.0012045097193551287 0.0005246635098020172 0.001125526321718468 0.00015541156479287549 0.0012498292549287268 0.00099623265232950606 0.00091727046892533897 0.00095414053088013426 0.0013538164134119072 0.00039871353156748824 0.00068235397010165105 0.00096759561880489905 0.00038054763546778529 0.0014250840105668968 0.0008031147075634377 0.0010605990503996432 0.00087478444675403002 0.001056917142866634 0.00078198327036464906 0.0004711226893295543 0.00055234473019083539 0.00056528354835357162 0.0011668020492503529 0.0010586106929793961 0.00017697379806963336 0.001200554519824696 0.00085360647416582295 -0.00011985945356309754
leaf_weight=71 20 93 23 74 31 33 77 22 30 142 35 111 20 31 34 46 21 92 29 83 25 31 72 24 302 323 35 1144 23 24
leaf_count=71 20 93 23 74 31 33 77 22 30 142 35 111 20 31 34 46 21 92 29 83 25 31 72 24 302 323 35 1144 23 24
internal_value=0 0.000547123 0.00112063 0.000807587 0.000944549 0.000427206 0.00115587 0.000502878 0.000775216 0.0010898 0.00108059 0.000435203 0.00103254 0.000706046 0.000166929 0.00120253 0.00072145 0.000994519 0.00111616 0.00107167 0.000993275 0.000605196 0.000641696 0.000760832 0.00112613 0.00111089 0.000345557 0.00119393 0.00102906 3.9508e-05
internal_weight=0 590 2531 186 422 404 2109 313 188 873 234 239 199 157 91 1236 74 112 731 179 108 52 126 54 702 625 146 1190 46 57
internal_count=3121 590 2531 186 422 404 2109 313 188 873 234 239 199 157 91 1236 74 112 731 179 108 52 126 54 702 625 146 1190 46 57
is_linear=0
shrinkage=0.00196078


Tree=5697
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 4 12 43 2 3 4 47 47 14 49 52 12 1 49 11 4 4 0 4 3 16 3 16 3
split_gain=26.5297 3.15906 2.9187 1.74786 1.47385 1.13684 0.887897 0.854437 0.825219 0.562539 0.554211 0.533689 0.485336 0.416439 0.406467 0.355368 0.351933 0.349811 0.326181 0.288037 0.273079 0.329229 0.263091 0.244722 0.241097 0.534267 0.219894 0.201872 0.201749 0.19937
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 -0.17966999999999997 0.091545000000000015 -0.025214999999999998 0.11177500000000001 -0.11171999999999999 0.053180000000000012 0.077555000000000013 0.091680000000000011 0.076175000000000007 -0.012034999999999999 0.048770000000000008 0.13597000000000004 0.12656000000000003 -0.085174999999999987 0.080455000000000013 -0.15464999999999998 -0.011209999999999999 -0.13027499999999997 -0.064054999999999987 0.092670000000000016 -0.008904999999999998 -0.10115999999999999 -0.090344999999999995 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 8 -6 14 18 -10 -1 17 24 19 23 -2 -7 20 -3 -8 21 -9 -11 -4 -12 -26 29 -13 -21 -24
right_child=1 5 7 -5 6 16 13 11 9 22 12 27 -14 -15 -16 -17 -18 -19 -20 28 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00069513934823160436 0.00067738746201582978 0.00049892304631808367 0.00089315312769049559 0.00052593070283239968 0.0010540117126177338 0.00016388453026265314 0.0008366039821079799 0.0007933357789505661 0.00081414277002762284 0.00073292181775664472 0.0010646258196493491 0.00069733466149545181 0.0012209044769406318 0.00087958553983846994 0.001252897490270099 0.00096577023777662946 0.00041594424423565087 0.00080227307506797283 0.00032294241068791195 0.00068982534290610307 0.001142002287112172 0.0010188461717717948 0.00066076568767773703 0.0010696208780059844 0.00097080436678660675 0.00063268080081478584 0.00033744332340418124 0.00091050178991283867 0.00051670184020419371 0.00044355317174146573
leaf_weight=26 20 80 31 74 28 57 21 26 39 22 56 20 32 31 46 92 34 29 82 43 66 583 33 1191 98 22 25 117 65 32
leaf_count=26 20 80 31 74 28 57 21 26 39 22 56 20 32 31 46 92 34 29 82 43 66 583 33 1191 98 22 25 117 65 32
internal_value=0 0.000548317 0.00101003 0.000759771 0.000861175 0.000450964 0.000731895 0.00103981 0.000507048 0.00061133 0.00096504 0.000991353 0.000998778 0.000675525 0.00107196 0.000914273 0.000258061 0.00101314 0.000409846 0.000626487 0.0010222 0.00100922 0.000540708 0.00106514 0.000958391 0.000908815 0.000493723 0.000879383 0.000585631 0.00055383
internal_weight=0 590 2531 186 422 404 188 2109 313 151 234 841 208 160 1268 112 91 704 162 129 675 609 112 1222 176 120 90 137 108 65
internal_count=3121 590 2531 186 422 404 188 2109 313 151 234 841 208 160 1268 112 91 704 162 129 675 609 112 1222 176 120 90 137 108 65
is_linear=0
shrinkage=0.00196078


Tree=5698
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 2 4 48 0 15 3 158 11 2 0 133 13 10 47 16 0 43 15 4 4
split_gain=31.7454 5.17519 3.29888 2.69889 2.12471 1.69558 0.996275 0.942332 0.714062 0.678317 0.5194 0.5186 0.512232 0.461316 0.570228 0.368978 0.357282 0.351477 0.339158 0.312358 0.273314 0.27048 0.264087 0.256029 0.692601 0.246509 0.519699 0.45927 0.25061 0.241327
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.27834500000000006 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.033845000000000007 -0.015314999999999997 -0.11173999999999999 -0.097454999999999986 -0.14186499999999996 0.080695000000000003 1.0000000180025095e-35 0.14530500000000005 0.062580000000000011 0.089200000000000015 -1.0000000180025095e-35 -0.38124499999999995 0.090100000000000013 -0.29154999999999992 -0.076579999999999995 -0.061959999999999994 0.035560000000000008 -0.46376499999999993 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 9 -6 12 -5 11 21 13 -7 14 -1 17 -13 -14 20 29 23 -4 -12 -3 -25 -15 27 -27 -28 -17
right_child=1 2 10 8 6 7 -8 -9 -10 -11 22 16 15 25 -16 19 -18 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0012618272404130056 0.0011343717425035054 0.0006025002026974663 0.00036316669118839937 0.0010345012817484561 0.0010193206161431638 0.00082951878474453108 0.000644974644812085 0.00077504485770739297 0.00068190810124227797 0.0013772866653913489 0.00030429696644063814 0.00095422699154016136 0.00097915645615727289 0.0011954469236883571 0.00087609312080411616 0.0011153652357309485 0.0012278197840148327 0.0012738940520446841 0.00037032437989232588 0.00086777116846328383 0.00046293489860212492 0.00056366005554108248 1.1418292700659996e-05 0.00055927146190997909 0.0010406905792507471 0.00078868316933563068 0.0013332900534197467 0.0011513367353701124 0.0011343987175188258 0.0010341806252857895
leaf_weight=23 74 190 86 34 82 30 41 41 63 62 29 69 20 1173 41 358 25 70 25 27 42 37 20 27 20 29 33 25 93 232
leaf_count=23 74 190 86 34 82 30 41 41 63 62 29 69 20 1173 41 358 25 70 25 27 42 37 20 27 20 29 33 25 93 232
internal_value=0 0.000645175 0.00058474 0.00112602 0.000677093 0.00113924 0.000894539 0.00106437 0.000805497 0.00117628 0.000355469 0.00116803 0.00108046 0.00117738 0.00101472 0.00109111 0.00102699 0.0012084 0.000589114 0.001074 0.000608718 0.000423478 0.000184755 0.000634554 0.000764131 0.00118508 0.00111752 0.000956578 0.00118649 0.00108344
internal_weight=0 673 599 2448 427 2351 123 778 97 1573 172 1511 737 1417 64 707 94 90 304 617 279 123 49 237 47 1353 180 54 126 590
internal_count=3121 673 599 2448 427 2351 123 778 97 1573 172 1511 737 1417 64 707 94 90 304 617 279 123 49 237 47 1353 180 54 126 590
is_linear=0
shrinkage=0.00196078


Tree=5699
num_leaves=31
num_cat=0
split_feature=1 1 123 44 4 12 4 2 3 48 150 12 42 43 31 2 0 13 13 43 13 12 1176 43 400 16 133 133 403 52
split_gain=0.880866 0.144163 0.117416 0.107613 0.103097 0.103032 0.0799076 0.0625679 0.0592438 0.0589754 0.0667675 0.0487795 0.0486293 0.0594633 0.0477874 0.0560129 0.0558327 0.0797379 0.0580301 0.0473361 0.0507985 0.0458919 0.0458615 0.0507826 0.0839478 0.0810644 0.0596084 0.0745853 0.0583413 0.0650007
threshold=0.10920500000000001 0.13559000000000002 1.0000000180025095e-35 0.081805000000000017 0.042705000000000007 0.085055000000000006 0.23246000000000003 0.13913500000000004 0.10893000000000001 -1.0000000180025095e-35 0.078525000000000011 0.093965000000000007 -0.0060199999999999993 -0.078844999999999985 -0.018414999999999997 0.13622000000000004 -0.10474999999999998 -0.087934999999999985 0.10443000000000001 -0.05647499999999999 -0.075974999999999987 0.10711000000000002 0.084500000000000006 0.016310000000000002 -0.065974999999999992 -0.16075999999999999 -0.53082999999999991 -0.42671999999999993 -0.072624999999999981 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 19 11 8 22 -6 -11 -7 -4 -14 -3 -16 -17 -18 -19 20 -2 -8 23 25 -25 -1 -26 -28 29 -29
right_child=1 14 12 -5 9 6 21 -9 -10 10 -12 -13 13 -15 15 16 17 18 -20 -21 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.016628840565681459 0.0060104284951442181 -0.0012372834668697222 0.010905490701340816 0.016024447911019837 0.0041889102790843352 0.014488129162716426 0.0083552045484437884 0.0044939365959726276 0.0061493419085604118 0.0082190527476466557 0.013701780020104103 0.0090610677130527305 0.0069893491194377867 0.00098615552498293783 0.0064974985080577131 0.0062928643231446452 -0.0026069925704231378 0.0063543983149312207 -0.00055461186449974771 0.0063772777582873866 0.001413720257949295 0.0019667033529417082 0.0054228512337431319 0.015028381127525459 0.0042354734814060591 0.010376395179989317 0.012122761400514132 0.015212789076295766 0.0072294067445909608 0.0077598665654659274
leaf_weight=21 44 23 22 28 33 22 23 20 37 298 24 67 77 21 48 28 34 31 20 139 53 22 20 22 28 1651 62 22 156 25
leaf_count=21 44 23 22 28 33 22 23 20 37 298 24 67 77 21 48 28 34 31 20 139 53 22 20 22 28 1651 62 22 156 25
internal_value=0 0.00531403 0.00971081 0.00986058 0.00978923 0.00645161 0.00866618 0.01006 0.0101144 0.00821508 0.0086277 0.0104026 0.00665675 0.00570295 0.00302652 0.00363563 0.00241997 0.00114419 0.00364498 0.00519418 0.00349883 0.00523194 0.0101875 0.0102355 0.00907078 0.0104549 0.00862345 0.00908708 0.00815993 0.0112485
internal_weight=0 554 2567 2447 2419 370 134 2064 2044 355 322 89 120 98 184 161 113 85 51 236 97 45 2007 1987 315 1672 293 265 203 47
internal_count=3121 554 2567 2447 2419 370 134 2064 2044 355 322 89 120 98 184 161 113 85 51 236 97 45 2007 1987 315 1672 293 265 203 47
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=31
num_cat=0
split_feature=1 4 2 15 12 4 2 0 15 1 133 16 14 13 124 1 400 3 3 15 133 43 2 3 403 12 16 4 48 159
split_gain=0.719018 0.174925 0.158272 0.106994 0.106888 0.0836341 0.0724723 0.0718021 0.0721146 0.142885 0.0640252 0.0797752 0.0688336 0.0596102 0.0589159 0.0755643 0.0561906 0.0675645 0.117822 0.0545762 0.0541093 0.0588005 0.185449 0.0632052 0.0541452 0.0520837 0.0517372 0.0574142 0.0511645 0.0500178
threshold=0.10312500000000001 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 0.088105000000000003 0.40124500000000002 0.091265000000000013 -0.10474999999999998 -0.41942499999999994 0.13869000000000004 0.089200000000000015 -0.40995499999999996 -0.23083499999999998 -0.011289999999999998 -0.087524999999999978 0.10587000000000001 -0.081749999999999975 -0.14186499999999996 -0.10831999999999999 0.040760000000000005 -0.14757499999999998 0.0068900000000000012 0.08622500000000001 -0.10217499999999997 0.26430000000000003 0.089410000000000003 -0.083134999999999987 -0.081609999999999988 -0.068459999999999979 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 4 7 10 6 20 -4 -9 -10 12 -12 -3 -2 -14 -16 -8 19 -19 25 24 -22 23 -23 26 -18 27 -1 -17 -20
right_child=1 2 3 -5 -6 -7 16 8 9 -11 11 -13 14 -15 15 28 17 18 29 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010227925430185029 0.0047532784852332309 0.0091719284006911844 0.0074096944617321574 -0.0033265179608978576 0.0076015093275833183 0.0027387495131485843 0.0033163856087333483 0.0047284504647056268 0.0041750345235833757 -0.0067750270425511357 0.005214617154949034 -0.0029388664600749812 0.009516083648694414 0.010838092250797553 -0.0017293015206676155 0.0085388366066451588 0.0069258520205039533 0.0018990594676385323 0.0079367239882504083 0.015652513047680259 0.0093313954198034205 0.014131596931256355 -0.00064266597479581845 0.0075166579044889659 0.0070388488460314249 0.013088459180047116 0.0095293928607134148 0.016020486313341697 0.0039030067575070424 0.010236995740186624
leaf_weight=28 21 36 31 31 172 22 23 45 26 22 24 24 21 69 21 28 32 30 606 20 1279 20 25 52 26 24 48 44 159 112
leaf_count=28 21 36 31 31 172 22 23 45 26 22 24 24 21 69 21 28 32 30 606 20 1279 20 25 52 26 24 48 44 159 112
internal_value=0 0.00529036 0.00470987 0.00192812 0.00559888 0.00887599 0.00893298 0.00324178 0.00185248 -0.000843744 0.00449839 0.00113788 0.00510708 0.0094183 0.00446807 0.00395841 0.00819156 0.00832763 0.008039 0.0111684 0.00934559 0.00915137 0.00677764 0.00935414 0.0111761 0.00956697 0.0120725 0.0137678 0.00459714 0.00829554
internal_weight=0 730 640 155 485 2391 2369 124 93 48 313 48 265 90 229 208 847 824 748 76 1522 1376 97 72 146 56 120 72 187 718
internal_count=3121 730 640 155 485 2391 2369 124 93 48 313 48 265 90 229 208 847 824 748 76 1522 1376 97 72 146 56 120 72 187 718
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 157 1 150 10 10 0 12 16 2 9 4 3 2 4 4 15 4 16 14 52 16 1453 474 474 51
split_gain=0.584473 0.167999 0.121911 0.11083 0.0967059 0.118755 0.0854951 0.076141 0.0744857 0.0736971 0.0734548 0.0673147 0.0680413 0.0662333 0.0700562 0.0600189 0.0572722 0.103579 0.0921916 0.102963 0.0586849 0.0556965 0.0633328 0.0708084 0.0475334 0.0474055 0.065705 0.0948259 0.0544567 0.053605
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.078969999999999985 0.095950000000000021 0.091105000000000005 -0.079859999999999987 1.0000000180025095e-35 -0.05208999999999999 -1.0000000180025095e-35 0.24134000000000003 0.11870500000000002 -1.0000000180025095e-35 0.053180000000000012 -0.13309499999999996 0.081685000000000021 -0.14098499999999997 -0.46376499999999993 -1.0000000180025095e-35 -0.059649999999999988 0.066275000000000014 -0.22253999999999999 0.077655000000000016 0.0057500000000000008 -0.044999999999999991 0.023345000000000001 0.091180000000000011 0.13995500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 7 24 10 13 -2 -1 -13 14 -10 16 17 -3 19 -18 -19 -15 23 -23 -7 29 -27 -28 -29 -20
right_child=8 15 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 21 -16 -17 18 20 25 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0037476488249376418 0.0028736829718314662 0.015865459250142943 0.012405309625125181 -0.00043591226451098917 0.010077596803170604 0.0088115801229464146 0.0040180297708315629 0.0013786027207970621 0.0025535118248727587 0.00046517153435464328 -0.0047638391156215225 0.014083533245941688 0.0079485700038882598 0.0080047919327626005 0.0085869922059407435 0.0067570589519268757 0.0079911635543864507 0.0043828636650805886 0.0086274196313366521 -0.0014232537664827846 0.0098596293622279507 0.0076974473340669647 -0.0024207878648303451 0.0022438758067906866 0.0035154515606700444 0.0027076237691411129 0.0065314792967174299 0.01429357598665067 0.0086360544052023099 0.0046630712620182235
leaf_weight=20 34 26 30 40 37 111 214 20 27 48 20 29 48 24 67 278 26 23 1339 21 131 32 20 93 20 30 205 27 46 35
leaf_count=20 34 26 30 40 37 111 214 20 27 48 20 29 48 24 67 278 26 23 1339 21 131 32 20 93 20 30 205 27 46 35
internal_value=0 0.0077316 0.00620092 0.0058556 0.00518384 0.00473676 0.00530363 0.00712561 0.00347323 0.00406849 4.49711e-05 0.00891656 0.0102591 0.00472613 0.00685397 0.00812984 0.00832975 0.0100273 0.00815302 0.00378472 0.00904167 0.00354259 0.00280402 0.00363999 0.00800301 0.00827508 0.00715379 0.00763359 0.0107286 0.00852644
internal_weight=0 2756 569 539 442 405 365 151 365 311 54 97 77 263 94 2187 1909 180 1729 47 154 169 145 125 131 1682 308 278 73 1374
internal_count=3121 2756 569 539 442 405 365 151 365 311 54 97 77 263 94 2187 1909 180 1729 47 154 169 145 125 131 1682 308 278 73 1374
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 2 14 1 2 4 3 43 1 49 0 47 391 49 43 51 3 3 13 15 132 52 157 3
split_gain=12.8558 2.05166 1.22923 0.955111 0.746565 0.705039 0.50068 0.42736 0.399535 0.393452 0.331585 0.278783 0.200596 0.284737 0.177944 0.165443 0.165173 0.163927 0.15127 0.151276 0.161642 0.144669 0.132798 0.180996 0.13212 0.129678 0.127239 0.124713 0.121916 0.118578
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.17025000000000004 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.40945500000000007 0.30112000000000005 -0.013199999999999998 0.087135000000000004 -0.054984999999999992 -0.22491999999999998 0.10648500000000001 -1.0000000180025095e-35 0.097940000000000013 0.0010100000000000003 -0.22411499999999998 0.0041950000000000008 0.11658 -0.0072999999999999992 -0.11033999999999998 0.088210000000000011 -0.16675999999999999 -0.0091799999999999989 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 17 6 8 11 10 -4 14 12 13 -6 -1 -2 -12 22 -18 20 21 -20 24 -24 -3 -21 28 -10 -23 -22
right_child=1 4 9 -5 7 -7 -8 -9 27 -11 16 -13 -14 -15 -16 -17 18 -19 19 25 29 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078103479890397878 0.00052571311690912087 0.00043224569404466841 0.00069187015537795586 0.00041417892745989059 0.0003203004501890117 0.00050878753315724342 0.00047832589110480354 0.00012538650993476895 0.00074847123841298565 0.00043155621534963541 0.00056587148460470946 0.00026532073206717954 0.00026732323009496416 0.00056844961850027395 0.00073173889102633475 0.00070737392544466488 0.00055323757961684577 0.00062402548213653702 0.00090328468294704654 0.00079001721311238858 0.00054591432528789427 0.00082600187940750714 0.00061020444237335544 0.00041476390337576716 0.000239338668412855 0.00064768616149541358 0.00067690533015903921 0.00092553229499636378 0.00074435334336657964 0.00070658143911616646
leaf_weight=934 23 39 34 84 32 48 26 50 20 65 27 131 30 40 403 119 20 20 25 30 20 94 29 49 21 137 76 65 279 151
leaf_count=934 23 39 34 84 32 48 26 50 20 65 27 131 30 40 403 119 20 20 25 30 20 94 29 49 21 137 76 65 279 151
internal_value=0 0.000428002 0.000734993 0.000579911 0.000350152 0.000743991 0.000748885 0.000289872 0.000751969 0.000520957 0.000746863 0.000325169 0.000402032 0.000458161 0.000766176 0.00067795 0.000716804 0.000458124 0.000721702 0.000725851 0.000739469 0.000758113 0.00043408 0.000487428 0.000364728 0.000673255 0.00075003 0.000883871 0.00076493 0.00068779
internal_weight=0 667 2454 226 441 2355 2307 283 2281 99 2196 233 102 72 1337 142 859 158 832 812 645 474 138 78 60 167 449 85 373 171
internal_count=3121 667 2454 226 441 2355 2307 283 2281 99 2196 233 102 72 1337 142 859 158 832 812 645 474 138 78 60 167 449 85 373 171
is_linear=0
shrinkage=0.00196078


Tree=5703
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 157 3 13 12 0 15 3 15 1 15 4 12 16 52 51 4 39 2 34 0 1 13 43 12 3
split_gain=0.541716 0.140103 0.101902 0.0915335 0.0805606 0.102678 0.0776553 0.0783797 0.07537 0.0624566 0.0757331 0.0753503 0.08743 0.0694751 0.0684198 0.0585451 0.0578207 0.0557492 0.0544992 0.0526178 0.0644425 0.0499251 0.0512129 0.0637002 0.0492353 0.0760922 0.0770505 0.0742151 0.0602102 0.197453
threshold=0.11690500000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.078969999999999985 0.31299000000000005 -0.47860499999999995 -0.12529499999999996 -0.026509999999999995 -0.24436499999999997 0.11658 -0.0040799999999999994 0.10937500000000001 -0.11713499999999999 0.053180000000000012 -1.0000000180025095e-35 0.24134000000000003 -0.088614999999999985 -0.40274499999999996 -0.04890499999999999 0.15009500000000003 0.14753000000000002 -0.021334999999999996 -0.086074999999999985 0.08844500000000001 -0.15078499999999997 0.0034250000000000005 0.083935000000000023 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 -5 19 -8 -7 10 -10 12 14 -13 -12 24 -1 -18 -16 -2 -21 22 23 -22 25 26 -3 -27 29 -26
right_child=6 15 -4 4 -6 8 7 -9 9 -11 11 13 -14 -15 18 -17 17 -19 -20 20 21 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=0.0037369123403914275 0.0085036707800571574 0.014087488238389293 0.011741729939467406 -0.00015989194671886092 0.0095912400154849961 0.010914077853191305 0.0034050837406539359 -0.0024339016855288395 0.00058817537870102879 0.00099679286295950814 0.010824420224414029 -0.0011863419784976241 0.012839739484202473 0.0061240896179627349 0.0090297502742032517 0.0064678048487732875 0.013233519830451956 0.0076802959277605014 0.0044461894247606127 0.0081578378505524126 0.00081624178494314195 -0.00091721735894680035 0.0003153181914240122 0.0054851821606154661 0.009199402802106408 0.0080456531405247549 0.0088726728316624748 0.0006026264873244579 0.0078447617625585758 -0.0026621724499146576
leaf_weight=20 27 30 30 39 37 22 56 39 30 37 26 26 21 26 32 270 29 48 137 31 37 25 35 139 36 37 510 21 1245 23
leaf_count=20 27 30 30 39 37 22 56 39 30 37 26 26 21 26 32 270 29 48 137 31 37 25 35 139 36 37 510 21 1245 23
internal_value=0 0.00748215 0.00607183 0.00575089 0.00512889 0.00471195 0.00349358 0.00100803 0.00524417 0.00487181 0.00535294 0.00588631 0.00670903 0.00246887 0.00604879 0.00784577 0.00852747 0.00977177 0.00531408 0.00429673 0.00387131 0.00330825 0.0038089 0.00450364 0.00804138 0.0087927 0.00916238 0.00535076 0.00769684 0.0045754
internal_weight=0 2732 560 530 433 396 389 95 357 335 298 268 216 52 195 2172 97 77 169 294 267 236 211 176 1902 598 540 58 1304 59
internal_count=3121 2732 560 530 433 396 389 95 357 335 298 268 216 52 195 2172 97 77 169 294 267 236 211 176 1902 598 540 58 1304 59
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 44 4 1 38 149 4 15 16 1446 1427 52 4 157 52 15 13 13 3 0 1 2 12 12 12 128
split_gain=0.43879 0.113483 0.0848461 0.0907656 0.0881573 0.0756532 0.068325 0.0637686 0.0589167 0.0573349 0.0924387 0.0552806 0.0543854 0.105549 0.0817328 0.0856289 0.0833643 0.0695506 0.0605122 0.057778 0.0575195 0.0673553 0.0622411 0.0605285 0.144945 0.0535168 0.0526848 0.050193 0.0485562 0.0499622
threshold=0.11690500000000002 0.078300000000000008 -0.22860499999999997 0.092395000000000019 0.081185000000000021 1.0000000180025095e-35 -0.17966999999999997 0.16773500000000005 1.0000000180025095e-35 0.079625000000000015 0.40124500000000002 0.024640000000000006 0.042200000000000008 0.087090000000000015 0.083935000000000023 -0.53299999999999992 -0.036839999999999991 -0.0093199999999999967 -0.14488499999999996 -0.088429999999999995 0.049530000000000012 0.14871000000000004 -0.15447499999999995 -0.097024999999999986 0.089875000000000024 0.084055000000000005 0.097325000000000009 -1.0000000180025095e-35 0.11734000000000001 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 27 -2 11 10 12 -8 18 14 15 16 26 -17 19 -3 22 -22 -20 24 25 -24 -14 -4 29 -25
right_child=7 9 3 -5 -6 -7 8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19 20 -21 21 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022950389655306938 0.0034651803421626333 0.014803331531584264 0.0033632211154326799 -0.00041473980426140456 0.011679961654142692 0.010567556861399985 0.0040476965893060718 -0.0019632421352941058 0.0089329073776400862 0.010860836402011607 0.0014799591972647855 0.0094709926948416991 0.0078620700411957452 -0.00051415661532107913 0.011988193279132248 0.00021550990856701027 0.011826075527191972 0.0055817597985672301 0.012961642923764886 0.0083210183773189794 0.0039330713936153831 0.0079226922776017873 0.011421158661444983 0.0074930173214098547 -0.0016471169760431321 0.0059386147609036266 0.0024226337486955647 0.0090176228724088373 0.0034636918056224078 0.0099293349248070553
leaf_weight=25 366 20 20 23 26 30 312 23 31 39 30 20 69 23 25 27 42 229 20 44 107 70 21 1122 24 117 24 73 28 91
leaf_count=25 366 20 20 23 26 30 312 23 31 39 30 20 69 23 25 27 42 229 20 44 107 70 21 1122 24 117 24 73 28 91
internal_value=0 0.00673394 0.00546465 0.00573073 0.00600679 0.00570329 0.00538327 0.00314422 0.0047637 0.00706119 0.00699172 0.0043744 0.00707035 0.00608028 0.00644487 0.00609044 0.00812831 0.00501579 0.00733155 0.0103467 0.00721094 0.00551089 0.00742241 0.00734344 0.0055255 0.00677291 0.00645834 0.00780162 0.00758076 0.00767579
internal_weight=0 2732 560 535 512 486 456 389 363 2172 2133 332 2103 439 416 391 135 256 1664 64 1600 177 1423 1403 162 138 93 93 1241 1213
internal_count=3121 2732 560 535 512 486 456 389 363 2172 2133 332 2103 439 416 391 135 256 1664 64 1600 177 1423 1403 162 138 93 93 1241 1213
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 0 1 14 2 4 2 51 43 2 1 0 0 16 0 2 13 52 12 1 4 0
split_gain=24.8038 3.11484 2.55296 2.46433 1.59622 1.03717 0.935945 0.739172 0.562908 0.54915 0.479131 0.435326 0.431228 0.352992 0.299415 0.329602 0.290283 0.360885 0.253604 0.246848 0.236474 0.406012 0.21755 0.253259 0.200404 0.267012 0.189888 0.186107 0.185083 0.181103
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.091545000000000015 0.13082500000000002 -0.17966999999999997 -0.23091999999999999 0.10124500000000002 0.076175000000000007 0.13501500000000002 -0.0086549999999999978 0.11389000000000002 -0.096089999999999981 -0.025214999999999998 0.11177500000000001 0.15799000000000005 -0.088774999999999979 -0.11173999999999999 -0.43320999999999993 -0.071339999999999987 0.090545000000000014 -0.0075049999999999987 -1.0000000180025095e-35 0.093965000000000007 0.122185 -0.50262499999999988 -0.074824999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 26 11 18 -6 -1 22 20 13 19 15 -11 27 -18 -3 -8 21 -4 23 -10 -19 -26 -5 29 -22 -2
right_child=1 7 6 5 8 -7 12 -9 10 14 -12 -13 -14 -15 -16 -17 17 24 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012538292117334287 0.00038829940701772084 0.00031284482021089042 0.0010387329185376315 0.0010831674560904502 0.0009727139890684047 0.00054528946807701336 0.0011366454959193977 0.00062771677004445903 0.0009239238324607827 0.0011385508429478197 0.00057781753127034553 0.0012281757302245622 0.00074660292297017334 0.00090102917432962888 0.00071190070777428862 0.00091478022485802426 0.00076110658249396593 0.00043274073666284702 0.00012367601662936832 0.00098051398283194291 0.0012179906780494514 0.00069386759967683188 0.00058942556600360312 0.00071461194926096343 0.00076535821361157596 0.00049898250149296058 0.00088566296799441385 0.00033569882275551795 0.0010364234182148727 0.00058311063441037251
leaf_weight=23 32 123 35 24 31 36 42 26 43 32 85 46 36 230 21 121 31 52 35 533 22 21 20 46 23 39 85 41 1144 43
leaf_count=23 32 123 35 24 31 36 42 26 43 32 85 46 36 230 21 121 31 52 35 533 22 21 20 46 23 39 85 41 1144 43
internal_value=0 0.000532984 0.000979424 0.000628894 0.000840209 0.000833847 0.00100728 0.000321354 0.000727369 0.000969086 0.000688164 0.00104092 0.000956561 0.00096595 0.000931448 0.000961582 0.000515032 0.00057352 0.00027094 0.000991918 0.00103387 0.000909408 0.000774215 0.00081574 0.000522509 0.000597799 0.00092915 0.000441922 0.00103985 0.000499991
internal_weight=0 590 2531 406 422 145 2109 184 225 197 194 1268 841 805 174 153 261 145 158 575 1222 56 109 89 114 62 109 116 1166 75
internal_count=3121 590 2531 406 422 145 2109 184 225 197 194 1268 841 805 174 153 261 145 158 575 1222 56 109 89 114 62 109 116 1166 75
is_linear=0
shrinkage=0.00196078


Tree=5706
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 150 0 49 4 1 2 2 0 4 3 43 475 49 14 12 159 4 150 1
split_gain=31.708 5.10027 3.20888 2.34252 2.31065 1.57167 1.1385 1.10803 0.924987 0.918137 0.8003 0.532519 0.522285 0.732055 0.502421 0.432411 0.388543 0.347367 0.32864 0.406777 0.315483 0.313408 0.304632 0.200049 0.195186 0.191863 0.191778 0.191417 0.185942 0.18217
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.14753000000000002 0.09253500000000002 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.085605000000000014 0.17760500000000004 0.14122000000000004 -0.084044999999999995 -0.55119499999999988 -0.12711499999999995 -0.15582499999999996 -0.07675499999999999 -0.054319999999999993 -0.42495999999999995 0.11734000000000001 0.083335000000000006 -0.03898999999999999 0.089910000000000018 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 17 7 -6 12 16 11 -5 22 13 15 18 -1 -4 24 -14 -20 21 -21 -7 -12 -3 -24 29 -2 -17 -26
right_child=1 2 8 10 6 9 -8 -9 -10 -11 23 -13 14 -15 -16 28 -18 -19 19 20 -22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00093980882748456772 0.0010573051242900439 0.00061089200751736979 0.00023421047019450195 0.00092265495499800089 0.00089524896492061852 0.0010727889051719778 0.00048090476625627099 0.0012428091892121478 0.0006067119931400407 0.00055425091896181794 0.00065472615053805295 0.0006435064214755854 0.0010555262339126119 0.0011371988080815293 0.00088343880628130285 0.0007848905015434204 1.8349917443291649e-05 0.00024203752733620944 0.0012559797833947574 0.00099958014254476497 0.0010002176950883032 0.00065661306422548139 0.00092483700015173135 0.00043349289615315939 0.00051206821788854257 0.00078159706806919891 0.00034540248343444501 0.00084841001672083085 0.00055484680463883647 0.00035967201475838788
leaf_weight=55 48 31 126 34 82 49 37 79 22 30 33 27 708 36 104 35 43 30 23 20 809 21 292 30 133 41 56 26 22 39
leaf_count=55 48 31 126 34 82 49 37 79 22 30 33 27 708 36 104 35 43 30 23 20 809 21 292 30 133 41 56 26 22 39
internal_value=0 0.000498267 0.000438272 0.000978828 0.000536464 0.000991148 0.000766419 0.00101544 0.00022852 0.000885346 0.000680217 0.000909631 0.00100564 0.000893962 0.00101545 0.000815779 0.000179287 0.000441777 0.00102413 0.000998676 0.000991714 0.000823914 0.000928441 0.000549377 0.000464913 0.000907201 0.000445065 0.00098391 0.000696102 0.000477513
internal_weight=0 673 599 2448 408 2351 119 1912 191 439 97 409 1833 148 1685 112 169 289 1581 873 850 41 382 63 259 333 228 74 57 172
internal_count=3121 673 599 2448 408 2351 119 1912 191 439 97 409 1833 148 1685 112 169 289 1581 873 850 41 382 63 259 333 228 74 57 172
is_linear=0
shrinkage=0.00196078


Tree=5707
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 49 4 150 1 4 2 12 1 40 2 1 4 1 1 1 0 0 43
split_gain=27.8749 4.39387 2.33884 2.13302 1.49618 1.23597 1.01719 0.864671 0.839749 0.833295 0.64549 0.576205 0.664922 0.446836 0.423446 0.403966 0.375323 0.312611 0.298458 0.276652 0.267363 0.262016 0.234376 0.228416 0.184313 0.180545 0.155136 0.160463 0.151341 0.337498
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083345000000000016 -0.15289999999999995 0.11474000000000002 0.088245000000000004 0.16175000000000003 -0.077714999999999992 0.087995000000000004 0.089770000000000016 -0.51253999999999988 0.13075500000000004 0.12958500000000003 0.076935000000000017 -0.030209999999999997 -0.061629999999999997 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 20 11 25 -4 14 12 15 18 26 -1 -10 -2 22 -6 -3 -17 23 -13 -5 -8 27 -7 -20 -30
right_child=1 4 9 24 19 10 8 -9 16 -11 -12 13 -14 -15 -16 21 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00079087736058969791 0.00076619529688073734 0.00025190149345780577 0.00076184411922033621 0.00039337200815698096 9.8915788936499745e-05 0.00076659413458423438 0.00068506989692527934 0.0010475420973017039 0.00057361144828153583 0.00038094909115582285 0.0004970643087234553 0.0010972382771033866 0.0009577670323303322 0.00072899278982461579 0.00051837420826892787 0.00067360641108554352 0.00028909676982366469 0.00050734356063114605 0.00083593699942741205 -0.00015101949566928278 4.4767023338114509e-05 0.00043516448336935922 0.00072168490040961004 0.00088492465919135454 0.0001900585564583832 0.00045028768698958789 0.00084857413884774444 0.00061042818501043849 0.00053116641062147477 0.00088707039586636194
leaf_weight=49 123 46 34 60 90 262 34 79 20 63 41 20 36 112 27 37 164 21 719 21 50 34 33 752 24 20 81 28 20 21
leaf_count=49 123 46 34 60 90 262 34 79 20 63 41 20 36 112 27 37 164 21 719 21 50 34 33 752 24 20 81 28 20 21
internal_value=0 0.000362257 0.000812835 0.000583596 0.000248852 0.000825146 0.000314395 0.000846689 0.000383119 0.000514459 0.000731321 0.000838032 0.000724049 0.000848635 0.000755453 0.000653934 0.000320022 0.000728446 0.000857198 5.16307e-05 0.000144019 0.000559423 0.000883508 0.000890425 0.000335282 0.000598114 0.000772707 0.000751516 0.00082933 0.000713459
internal_weight=0 673 2448 228 445 2351 334 1912 238 97 439 1833 156 1677 398 120 184 144 1565 111 96 71 805 772 84 54 371 290 760 41
internal_count=3121 673 2448 228 445 2351 334 1912 238 97 439 1833 156 1677 398 120 184 144 1565 111 96 71 805 772 84 54 371 290 760 41
is_linear=0
shrinkage=0.00196078


Tree=5708
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 1 4 2 4 2 2 14 12 12 14 49 50 52 2 1 43 475 1 4 0 13 2 156 15 16
split_gain=36.7136 4.79026 3.87888 2.29633 1.98846 1.87545 1.52875 1.24196 1.17974 1.07528 1.04769 0.992544 1.10851 0.590436 0.524174 0.507618 0.469038 0.455714 0.462341 0.455028 0.451062 0.363826 0.355493 0.344501 0.328396 0.327944 0.318307 0.295929 0.251595 0.307479
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.14285500000000004 0.093575000000000019 0.36766000000000004 -1.0000000180025095e-35 -0.17966999999999997 0.13093500000000002 0.10803500000000001 0.076175000000000007 1.0000000180025095e-35 0.090285000000000018 0.062655000000000016 -0.012034999999999999 0.041865000000000006 0.092965000000000006 0.10444500000000002 0.12000500000000001 -0.04890499999999999 -0.079029999999999975 0.12958500000000003 0.033845000000000007 -0.13027499999999997 -1.0000000180025095e-35 0.31358000000000003 0.083310000000000009 -0.040439999999999997 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 7 9 11 19 -7 14 22 12 -1 24 21 -2 26 18 20 -3 -10 -4 -9 -15 -14 -12 -6 -23 29 -27
right_child=1 4 5 -5 16 8 -8 10 17 -11 25 -13 13 23 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00084799651616539044 0.00079591684335587074 0.00064582573691249093 0.00089803951183446728 0.00063391330809380313 0.00030295069459140205 0.0012303547239771076 0.00073217032325082745 0.0011391409139900922 0.00072529837823917271 0.00081902088865545136 0.0005446884939936602 0.0014683183629858008 0.0010355686605268834 0.001204907890763218 0.0014486035800235157 0.0011405827525609313 0.00052864044893471192 0.0010574503431558184 0.00059532481392580321 0.00033054848806683554 0.0010317868598146377 0.0011247938579737697 0.00077794428184336302 0.0010924769465320853 0.0012629320061704624 0.00063496208936671703 3.639252744523772e-05 0.0012962660791479054 0.00055237477744884674 0.00095984650398391524
leaf_weight=30 20 24 23 74 61 29 24 22 48 41 94 65 25 676 22 92 26 22 46 66 30 219 20 124 1060 21 24 47 22 24
leaf_count=30 20 24 23 74 61 29 24 22 48 41 94 65 25 676 22 92 26 22 46 66 30 219 20 124 1060 21 24 47 22 24
internal_value=0 0.000641558 0.00118471 0.000901944 0.000521677 0.00103502 0.00122407 0.000606346 0.000869126 0.0011175 0.000691347 0.00123003 0.00122194 0.00122789 0.00115684 0.00107904 0.000298181 0.000797375 0.000751233 0.000414622 0.000843179 0.00113463 0.000967143 0.00118748 0.00125769 0.000619401 0.000227687 0.00115509 0.00072422 0.000808234
internal_weight=0 590 2531 186 404 527 2004 293 175 352 203 1980 1915 1885 311 112 111 146 124 90 78 289 42 800 1085 161 85 266 67 45
internal_count=3121 590 2531 186 404 527 2004 293 175 352 203 1980 1915 1885 311 112 111 146 124 90 78 289 42 800 1085 161 85 266 67 45
is_linear=0
shrinkage=0.00196078


Tree=5709
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 14 2 49 4 40 1 1 475 1 42 2 15 52 133 157 3 159 52 0 50
split_gain=27.7161 4.41113 2.38576 2.04986 1.52754 1.4384 1.09628 0.88703 0.882165 0.82662 0.739747 0.580388 0.43154 0.352026 0.335369 0.289436 0.276108 0.244109 0.230236 0.223602 0.221943 0.220092 0.213967 0.212768 0.20275 0.245063 0.206791 0.218098 0.216197 0.181037
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.091265000000000013 -0.054984999999999992 -0.15289999999999995 -0.077714999999999992 0.16175000000000003 0.087135000000000004 -0.08230999999999998 0.13075500000000004 0.09832500000000001 0.086000000000000007 0.040760000000000005 -0.16675999999999999 -1.0000000180025095e-35 -0.41266499999999995 -0.11171999999999999 0.082585000000000006 0.092965000000000006 -0.10607499999999999 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 14 -8 10 -4 11 16 -2 -9 -3 29 -1 -13 23 -15 -18 24 -12 -5 -19 -26 27 28 -27 -6
right_child=1 4 9 18 15 -7 7 13 -10 -11 22 17 -14 19 -16 -17 20 21 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0010045879377358806 0.00061633172020227197 0.00039530906041024944 0.00089309026294891679 0.00038857478781233071 0.00018419903738482187 0.00062453959249812209 0.00074366863029714765 0.0007034482280997669 0.00059352868732698023 0.00051372377656271507 0.00097355114843915487 0.0010391092116485566 0.00090932983031556463 0.00045788241675546185 0.00016332239722924343 -2.142482573717805e-05 0.00095611150936745592 0.0010467560059216176 0.00031479752836163072 0.00025303988836194367 0.00076548915633968279 0.00095952786133590338 0.0012054726966905377 0.00063087594598316434 0.00074091300331009487 0.00064347604903575975 0.00097893725668538479 0.00094543982116492042 0.0008531881093403798 0.00038882871092016575
leaf_weight=1032 23 46 34 22 68 48 54 20 24 63 20 61 121 140 50 21 387 28 24 24 25 228 65 38 47 21 81 95 189 22
leaf_count=1032 23 46 34 22 68 48 54 20 24 63 20 61 121 140 50 21 387 28 24 24 25 228 65 38 47 21 81 95 189 22
internal_value=0 0.00049876 0.000948052 0.000720533 0.000385132 0.000960486 0.000451359 0.000522704 0.000967488 0.000646698 0.000971426 0.000964473 0.000862532 0.000457856 0.000274483 0.000185854 0.000987456 0.000920222 0.000477108 0.000427905 0.000944545 0.000909696 0.0011509 0.000542032 0.000885051 0.000874594 0.000890871 0.000867483 0.000832217 0.00023422
internal_weight=0 673 2448 228 445 2351 334 238 2303 97 2279 2194 144 184 96 111 1444 750 84 164 412 689 85 60 461 433 386 305 210 90
internal_count=3121 673 2448 228 445 2351 334 238 2303 97 2279 2194 144 184 96 111 1444 750 84 164 412 689 85 60 461 433 386 305 210 90
is_linear=0
shrinkage=0.00196078


Tree=5710
num_leaves=31
num_cat=0
split_feature=1 4 12 155 157 2 14 4 1 474 43 13 376 12 0 150 41 149 402 403 484 12 402 42 4 403 457 1 0 16
split_gain=0.982403 0.170703 0.121379 0.108031 0.116984 0.0966409 0.0929605 0.102594 0.0940185 0.148866 0.0918579 0.0898183 0.094822 0.0713667 0.0590717 0.0578542 0.0559028 0.0550277 0.0547072 0.0617566 0.0675199 0.143194 0.0574777 0.138339 0.0616524 0.0572233 0.054502 0.0531039 0.0520214 0.0651972
threshold=0.10752500000000002 0.27287000000000006 0.078300000000000008 0.10158500000000002 -0.087624999999999981 0.25063000000000007 -0.10708499999999999 -0.17966999999999997 0.095950000000000021 0.086280000000000009 -0.080324999999999994 -0.28558999999999996 0.084145000000000011 0.11734000000000001 -0.14832499999999996 0.091105000000000005 0.079395000000000007 0.07770500000000001 0.08865000000000002 0.23383500000000004 -0.081614999999999979 0.084795000000000023 0.042685000000000008 -0.008624999999999999 -0.51253999999999988 0.4024950000000001 0.084365000000000009 0.12000500000000001 -0.07929499999999999 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 17 -1 -8 9 15 -10 -6 -13 14 16 28 -4 27 22 20 -20 -22 24 -24 -16 -21 -12 -3 29 -9
right_child=1 5 13 -5 11 -7 7 8 10 -11 26 12 -14 -15 18 -17 -18 -19 19 25 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013749340704867039 -0.001038476957473904 0.0056699491364051065 0.016184189161140238 0.012954773122651709 0.003507889505320539 -0.0025610605196561666 0.010906137959417804 0.009027116723864536 0.0076862198268322071 0.00035518531997998559 -0.00071324277034198703 0.0088415654726083995 0.0027409003395587207 0.007317464116789487 0.01480128472601926 0.0043105384556665306 0.0098730265372432777 0.0088559732989365748 0.0083423325885087253 0.0049947455741146222 0.021396773345768453 0.012228956724638525 0.010802587464807884 0.00062568988651037218 0.0099835691770650374 0.011126300539407465 0.005476796165108681 0.0025356038247475463 0.0062101061455905439 0.013648220774128425
leaf_weight=29 20 83 32 27 60 24 88 81 54 21 33 169 30 87 27 21 25 22 30 23 20 115 34 22 1639 45 25 155 31 49
leaf_count=29 20 83 32 27 60 24 88 81 54 21 33 169 30 87 27 21 25 22 30 23 20 115 34 22 1639 45 25 155 31 49
internal_value=0 0.00527614 0.00980741 0.00691482 0.00633031 0.00351053 0.00828093 0.00788742 0.0070441 0.00832735 0.0047182 0.00689932 0.00792187 0.0101216 0.0102428 0.00924722 0.0134161 0.00407098 0.0101503 0.0115884 0.0126335 0.0135872 0.00995572 0.00680452 0.0100616 0.00905239 0.00195488 0.00362867 0.00989113 0.0107689
internal_weight=0 590 2531 306 279 284 432 403 315 203 112 259 199 2099 2012 182 57 260 1955 233 165 135 1722 56 1666 68 58 238 161 130
internal_count=3121 590 2531 306 279 284 432 403 315 203 112 259 199 2099 2012 182 57 260 1955 233 165 135 1722 56 1666 68 58 238 161 130
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 47 4 2 2 4 1 14 0 12 4 43 2 4 160 3 15 0 4 11 4 15 10 4
split_gain=28.3602 3.28895 2.93518 2.4302 1.80178 1.33623 1.04412 0.964053 0.818458 0.614794 0.596222 0.51684 0.490415 0.487759 0.474094 0.412971 0.405998 0.33342 0.301333 0.314527 0.283045 0.270237 0.254416 0.241277 0.222542 0.221226 0.420473 0.21676 0.265338 0.195732
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.088725000000000012 0.091545000000000015 0.13082500000000002 -0.17966999999999997 0.14753000000000002 0.11474000000000002 0.033845000000000007 0.10124500000000002 0.076175000000000007 -0.23194499999999998 0.13597000000000004 0.27834500000000006 -0.04890499999999999 0.10855000000000002 -0.064054999999999987 -1.0000000180025095e-35 0.086245000000000016 -0.033689999999999991 -0.14001499999999997 -0.036839999999999991 0.080455000000000013 -0.15464999999999998 -0.41942499999999994 -0.38124499999999995 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 5 14 -3 13 9 -6 16 -7 15 17 23 -1 25 -5 -10 19 -16 -18 -19 -21 -4 -2 26 -8 -11 -29 -25
right_child=1 3 6 7 8 10 11 -9 12 27 -12 -13 -14 -15 18 -17 20 21 -20 22 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.0013187835348268668 0.0011675935346907743 0.0005767432273615867 0.00092311955606443129 0.00060842239901545572 0.0010865214644241452 0.00098010123725615302 0.00081351803978104396 0.00071660519191928671 0.00068517806295955407 0.000360525691854384 0.00060879411231424695 0.00093347241365411722 0.00063176939835408834 0.0013234519516415609 0.0011540436829604647 0.00083015806937717436 0.00054557608154635721 0.0010520886758865874 0.00084138693985319241 0.0010338923322199666 0.00032089942245081986 0.00080590426812277125 0.00077799004447810783 0.001128821518118754 0.0009093229067396731 0.001177838935122051 0.0010685225378309834 0.00030674982479974336 3.3235133570783275e-05 0.0010337394657737547
leaf_weight=22 29 181 24 40 31 60 26 34 39 32 23 154 85 46 64 29 29 30 32 59 84 40 20 1108 23 65 567 25 30 90
leaf_count=22 29 181 24 40 31 60 26 34 39 32 23 154 85 46 64 29 29 30 32 59 84 40 20 1108 23 65 567 25 30 90
internal_value=0 0.000582466 0.00105984 0.000536952 0.000910567 0.000671208 0.00108971 0.000407596 0.000790682 0.00036382 0.000877209 0.00103614 0.000743408 0.00112524 0.00104749 0.00105915 0.000438655 0.000830466 0.00101339 0.00105188 0.00037856 0.000911412 0.000969107 0.00111778 0.00105336 0.00106925 0.00105734 0.000232214 0.00015756 0.00112168
internal_weight=0 590 2531 538 422 264 2109 274 225 240 83 841 194 1268 197 687 153 109 175 143 113 70 79 1222 52 658 593 87 55 1198
internal_count=3121 590 2531 538 422 264 2109 274 225 240 83 841 194 1268 197 687 153 109 175 143 113 70 79 1222 52 658 593 87 55 1198
is_linear=0
shrinkage=0.00196078


Tree=5712
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 43 151 147 2 2 43 376 48 457 12 480 4 0 1 0 11 0 52 52 96 11 12 0 47 3
split_gain=0.938193 0.150878 0.129855 0.0936338 0.104522 0.106211 0.0995879 0.142685 0.0935854 0.0931581 0.0756975 0.0748985 0.076852 0.071908 0.066625 0.0673988 0.0664348 0.0754554 0.0570836 0.11131 0.0693527 0.069318 0.0564066 0.113123 0.0665181 0.0497086 0.0481764 0.0479812 0.0649906 0.0473683
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 0.035560000000000008 0.11924500000000002 -0.074359999999999996 -0.090064999999999992 0.08598500000000002 0.31358000000000003 0.11411 -0.095049999999999982 0.084545000000000009 0.081805000000000017 0.083570000000000019 0.090285000000000018 -0.03031 0.033845000000000007 -0.092404999999999973 0.089175000000000018 -0.090314999999999993 0.075910000000000019 -0.082084999999999977 -0.23798499999999997 -0.16675999999999999 0.087655000000000025 0.080150000000000013 0.13597000000000004 -0.036484999999999997 0.090280000000000013 -0.053259999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 10 -7 13 22 27 -1 12 -12 -8 18 -16 17 -17 20 -20 -4 -21 -3 -24 -25 -22 29 28 -2 -19
right_child=1 8 14 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15 15 16 -18 26 19 21 25 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0087358574436690942 0.014099464498670592 0.0093615814511265084 0.010432521181125538 0.012042295653373003 0.0014011895337786814 0.015973625741899016 0.010112941590016761 0.00054915071930736312 -0.0018814475606912032 0.0046103605303713787 -0.0023461162704431146 0.0087657170339851924 0.0048820142726119812 0.0043835630118846895 0.0036977447214580719 0.013318922984201396 0.0076450815192571145 0.0098348958152531529 0.0016263095307208243 0.013760530762374401 0.016718188309741599 0.0072032417905958076 -0.0030855922327776043 0.004885171463968439 -0.0010781072624376975 0.010958333445134862 0.0052269186945632104 0.0055646817056605458 0.0082717014600057152 0.0048974174528848384
leaf_weight=52 31 21 986 52 26 20 177 20 26 70 24 23 38 25 21 57 172 682 21 28 31 38 21 289 20 29 25 26 50 20
leaf_count=52 31 21 986 52 26 20 177 20 26 70 24 23 38 25 21 57 172 682 21 28 31 38 21 289 20 29 25 26 50 20
internal_value=0 0.00503828 0.00957587 0.0080476 0.0075347 0.00795546 0.00921502 0.00860614 0.00390751 0.00744675 0.00573055 0.00389201 0.00208403 0.00940386 0.00990687 0.00930175 0.00942485 0.0098153 0.0104287 0.00796748 0.0106334 0.00998512 0.00433632 0.00401653 0.0044992 0.0139343 0.00954061 0.00930234 0.0105021 0.00969423
internal_weight=0 554 2567 457 405 379 242 222 377 177 137 85 62 202 2110 977 956 784 1133 87 1046 66 351 330 309 60 727 107 81 702
internal_count=3121 554 2567 457 405 379 242 222 377 177 137 85 62 202 2110 977 956 784 1133 87 1046 66 351 330 309 60 727 107 81 702
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=31
num_cat=0
split_feature=1 3 12 123 130 4 483 13 3 131 52 2 2 52 16 13 49 15 151 16 124 160 42 12 480 0 4 0 49 2
split_gain=0.759936 0.133271 0.105183 0.0969244 0.114355 0.0926898 0.084823 0.0729509 0.0705498 0.0761078 0.0682394 0.0636474 0.0916259 0.0735577 0.0701832 0.0619386 0.0604328 0.0575481 0.0571261 0.054924 0.100968 0.0941072 0.0547145 0.0539663 0.0545931 0.0538274 0.0538122 0.0611188 0.0512747 0.0590106
threshold=0.10920500000000001 0.31370500000000007 0.078300000000000008 0.083745000000000014 -0.072444999999999982 -0.010384999999999998 -0.070084999999999981 -0.071554999999999994 0.11924500000000002 0.085335000000000008 0.056145000000000007 -0.0091949999999999983 0.090790000000000023 0.047850000000000011 0.41553500000000004 -0.0072999999999999992 -0.082254999999999981 -0.026084999999999994 0.050660000000000004 -0.088909999999999989 -0.080494999999999983 -1.0000000180025095e-35 0.10410000000000001 0.090285000000000018 -0.03031 -0.070154999999999981 0.033845000000000007 -0.092404999999999973 0.085970000000000005 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 7 -1 -6 9 11 -3 25 -13 14 16 22 -14 18 -7 -18 -21 -22 -5 28 -25 -8 27 -26 29 -4
right_child=1 10 23 15 5 17 8 -9 -10 -11 -12 12 13 -15 -16 -17 19 -19 -20 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.013029616419225933 0.0010134133216189712 -0.00047935287301827757 0.0099700236721229768 0.0055900192198654018 0.0055917874181263703 0.0057009488227777183 0.0078458115204491415 0.012020079485213787 0.0021578292193790449 0.0018026032722749125 0.0050949912783835316 0.010383140189249232 0.0095340846800051338 0.010090498295957567 0.010825756149036655 -0.0012487268424592913 0.0069532608587817265 0.0011518226160357396 0.011020689872953959 0.0075618965402245528 0.0048124957120134725 -0.0040431635853435312 0.00028019206796738282 0.0033279702156072573 0.011987030742743069 0.0011249590047205298 0.0068805733695626262 0.0085865450533341679 0.010903751177407217 0.0083814544814061892
leaf_weight=24 38 70 421 69 27 165 22 51 29 24 32 115 24 54 24 28 41 24 23 25 21 28 27 21 57 26 172 727 186 526
leaf_count=24 38 70 421 69 27 165 22 51 29 24 32 115 24 54 24 28 41 24 23 25 21 28 27 21 57 26 172 727 186 526
internal_value=0 0.00453445 0.00861828 0.00527124 0.00617161 0.00684751 0.00724284 0.0097949 0.00692209 0.00726408 0.00126946 0.00760902 0.00810111 0.00689174 0.00583203 0.00288961 0.00496981 0.0057631 0.00635177 0.00401726 0.00239056 -0.000247881 0.00409663 0.00891618 0.00837157 0.00420535 0.00848236 0.00883377 0.00938581 0.00908767
internal_weight=0 554 2567 452 328 290 457 78 433 404 102 380 332 217 163 124 139 212 188 115 74 49 96 2110 977 48 956 784 1133 947
internal_count=3121 554 2567 452 328 290 457 78 433 404 102 380 332 217 163 124 139 212 188 115 74 49 96 2110 977 48 956 784 1133 947
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=31
num_cat=0
split_feature=1 12 1 47 14 1375 43 43 13 376 39 474 43 51 3 3 0 376 12 49 11 2 16 1419 16 12 402 10 43 12
split_gain=0.623921 0.169411 0.0956475 0.0819623 0.0764789 0.0705435 0.0841115 0.104978 0.0992336 0.0686422 0.0651584 0.0582108 0.0624328 0.0796294 0.0568391 0.0638687 0.0602836 0.0568094 0.0566043 0.0527408 0.0499935 0.103263 0.054592 0.0681444 0.0996423 0.0851318 0.0496798 0.0534693 0.0700911 0.0553128
threshold=0.11829500000000003 0.078300000000000008 0.086920000000000011 0.085505000000000012 -0.46166999999999997 -0.096099999999999977 -0.078139999999999973 -0.11720999999999999 -0.0093149999999999986 0.080200000000000007 0.10076500000000001 0.085295000000000024 0.016310000000000002 0.082455000000000014 -0.073884999999999992 0.13524500000000003 -0.23194499999999998 0.083705000000000016 0.099815000000000015 -0.0060549999999999988 0.080455000000000013 0.087995000000000004 0.19444000000000003 0.086325000000000013 0.40391000000000005 0.092355000000000007 0.09388500000000001 -0.079859999999999987 -0.095589999999999994 0.11472500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -2 -4 7 -7 17 -5 11 12 13 -1 -8 16 19 -9 20 -16 22 -22 -3 24 25 -24 27 28 -6 -29
right_child=3 18 5 9 26 6 14 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.012137445220269445 0.0068369637359865015 0.0083017557569077648 -7.411385207281759e-05 0.0068260965474388176 0.0028759467748126818 0.0094507805750860541 0.0015837601199746134 0.0010929894349020388 -0.0017207845897845378 0.00044155961700848169 0.0037471437661518014 0.0039992839320224126 0.0051501218605643287 0.0057862581864285938 0.0015164434747851415 0.0034556870164937879 0.0091440279935458453 0.0071257681938240655 0.0068874125531840982 0.0082176452294030859 0.016830509137362244 0.0088442480347721893 0.0058223942884554469 0.010613545097951448 0.0077214603972000379 -0.0019955525353837471 -0.0031443327691522433 0.0021601010448648594 -0.0053958261618390685 0.0075437179470265459
leaf_weight=82 32 1549 24 85 21 24 20 27 41 21 31 22 26 26 23 38 124 37 368 24 20 85 30 31 78 26 20 144 20 22
leaf_count=82 32 1549 24 85 21 24 20 27 41 21 31 22 26 26 23 38 124 37 368 24 20 85 30 31 78 26 20 144 20 22
internal_value=0 0.00761858 0.00608149 0.00321885 0.0022602 0.00517436 0.00552621 0.00348396 0.00212011 0.00556124 0.00793456 0.00876667 0.00954938 0.0106085 0.00667665 0.00716401 0.00798808 0.00458069 0.00801849 0.00493833 0.00824732 0.0103654 0.00811756 0.00638837 0.00541091 0.00219263 0.00161501 0.00207485 -0.00115906 0.00287359
internal_weight=0 2756 569 365 259 382 358 129 105 106 187 156 134 108 229 209 171 64 2187 47 1819 105 1714 165 134 56 227 207 41 166
internal_count=3121 2756 569 365 259 382 358 129 105 106 187 156 134 108 229 209 171 64 2187 47 1819 105 1714 165 134 56 227 207 41 166
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 4 15 4 0 2 39 43 16 4 51 15 3 43 2 13 3 42 3 158 47 456 1429 151 15 1420
split_gain=0.509186 0.152762 0.107662 0.0916919 0.0636954 0.0591228 0.0552044 0.0889096 0.0560654 0.0551418 0.054564 0.0511492 0.0510896 0.0494586 0.0443329 0.0760542 0.0548544 0.0589924 0.0573892 0.0486418 0.0443578 0.0437199 0.0633415 0.0454456 0.0524852 0.0518191 0.0619944 0.0720373 0.0592309 0.0488496
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.093575000000000019 1.0000000180025095e-35 0.40945500000000007 -0.43375999999999998 0.51303500000000013 -0.0058249999999999994 0.14285500000000004 0.10076500000000001 -0.096754999999999994 -0.40995499999999996 0.40124500000000002 0.092545000000000016 -0.085319999999999993 -1.0000000180025095e-35 -0.11720999999999999 0.11682500000000001 -0.0072999999999999992 0.097915000000000016 0.11649000000000002 -0.077644999999999978 0.07968500000000002 0.10254000000000001 0.085215000000000013 0.083810000000000009 -0.085134999999999975 -0.015039999999999998 -0.086449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -7 12 -2 11 -6 -8 21 16 -16 17 -5 20 -19 -18 23 -23 24 25 29 27 28 -27 -3
right_child=5 13 -4 14 10 6 8 -9 -10 -11 -12 -13 -14 -15 15 -17 18 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.002321534930728376 0.0053974418761643852 0.012133548944257201 -0.001458007207309658 0.0086279285699129103 0.012981619470519946 0.0088272288175565861 -0.0010497547995519678 0.0014762741461469744 -0.0047771732344038115 0.0013469024231106195 0.003137896512877584 0.007650933833534105 0.0050962233605484171 0.0038204046545572399 -0.0025714455955577168 0.0055685393480719853 0.01063883424139931 0.0042613437402372559 0.0025064855300146959 -2.2278472258732086e-05 0.0061917904193202651 0.0076822505370285872 0.0035305555672655907 0.0087738432904301972 0.0050271461980583351 0.0098807536242973247 0.0062702413566024379 0.0074848080796073198 0.017226345602260985 0.0071597049621542333
leaf_weight=25 107 20 22 20 20 21 38 76 22 49 24 180 21 42 22 24 32 75 29 41 75 74 73 217 101 21 41 32 23 1554
leaf_count=25 107 20 22 20 20 21 38 76 22 49 24 180 21 42 22 24 32 75 29 41 75 74 73 217 101 21 41 32 23 1554
internal_value=0 0.00683581 0.00540561 0.00567193 0.00710903 0.00270397 0.00145843 0.00306772 -0.000468738 0.00412516 0.00764335 0.008184 0.0011378 0.00721906 0.00454665 0.0016755 0.00503221 0.0036121 0.00645232 0.0027473 0.00752175 0.00728526 0.00562052 0.00740708 0.00724157 0.00737383 0.00940424 0.0110949 0.0137205 0.00722291
internal_weight=0 2787 589 567 249 334 178 97 81 156 224 200 59 2198 318 46 272 136 136 116 107 2156 147 2009 1792 1691 117 76 44 1574
internal_count=3121 2787 589 567 249 334 178 97 81 156 224 200 59 2198 318 46 272 136 136 116 107 2156 147 2009 1792 1691 117 76 44 1574
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 15 4 12 1 150 49 4 0 1 11 1 40 0 4 50 4 1 49
split_gain=32.9559 5.28066 2.53811 2.32894 1.85559 1.53199 1.1526 1.00926 0.869439 0.818407 0.754879 0.537261 0.808029 0.506292 0.458312 0.441649 0.418187 0.409139 0.390427 0.327265 0.294796 0.28145 0.261994 0.249469 0.232114 0.30767 0.210609 0.205723 0.194646 0.191059
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10607499999999999 -0.10469999999999999 -0.15289999999999995 0.09141500000000001 0.083345000000000016 1.0000000180025095e-35 -0.054984999999999992 -0.52556499999999995 -0.060129999999999996 0.16175000000000003 1.0000000180025095e-35 0.13075500000000004 -0.077714999999999992 -0.075934999999999989 -0.17966999999999997 0.086295000000000011 0.0061450000000000003 0.12408500000000001 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 23 11 -8 -4 16 12 -1 -10 18 -14 21 -2 -13 27 26 -7 -5 -3 -20 -26 -6 -16 -15 -17
right_child=1 4 9 22 20 10 8 -9 13 -11 -12 14 15 28 19 29 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011067824027701919 0.00065670678676292614 0.00037394215488601519 0.00092668972690315807 0.00055486513338252603 0.00015332631391433906 0.00092726646184253421 0.00074301234750143413 0.0012517555329421971 0.00075457708070091165 0.00054921251650664278 0.00065159900341092084 0.0013236804861648408 0.00095322993090924096 0.00046376424692798677 0.0010079818092097739 0.00083152878079928601 0.00070649027915707999 0.00094199892700326982 0.0010543921991429288 0.00080318206286518804 -5.0722875125379233e-05 0.0010857415436601198 0.00031246434656744887 0.00017385936810580246 0.0010519259340982451 0.00078780432344335166 0.00037403734917163103 0.00085895285497303883 0.00030900030401226629 0.00058865529350577827
leaf_weight=50 23 46 34 60 68 357 54 76 20 63 41 20 40 122 410 20 30 121 1080 37 21 49 24 50 39 30 22 39 42 33
leaf_count=50 23 46 34 60 68 357 54 76 20 63 41 20 40 122 410 20 30 121 1080 37 21 49 24 50 39 30 22 39 42 33
internal_value=0 0.000502426 0.000992352 0.000745075 0.000378102 0.00100518 0.000451095 0.00103043 0.00052425 0.000681524 0.000905966 0.00102107 0.000905766 0.000460048 0.00103104 0.000797692 0.000929886 0.000896431 0.00105208 0.000980431 0.000158467 0.000946393 0.000485608 0.000269732 0.00104735 0.00093709 0.000207278 0.000995037 0.00042413 0.000680306
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 143 184 1655 93 436 144 1169 486 111 406 84 96 1149 69 90 449 164 53
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 143 184 1655 93 436 144 1169 486 111 406 84 96 1149 69 90 449 164 53
is_linear=0
shrinkage=0.00196078


Tree=5717
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 15 4 47 14 0 15 4 15 2 1 0 39 3 40 3 4 2 1 1 3 0
split_gain=21.6743 2.59424 2.32044 1.43786 1.34064 1.15949 0.826936 0.722566 0.733146 0.644309 0.52644 0.475826 0.39939 0.388007 0.35137 0.280817 0.551845 0.328262 0.276809 0.243829 0.229278 0.237533 0.224048 0.223105 0.250539 0.217034 0.215263 0.214192 0.206905 0.195517
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.033845000000000007 0.081320000000000017 0.076175000000000007 -0.23194499999999998 0.13592500000000005 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.122715 -0.14001499999999997 0.096625000000000016 0.149315 -0.077714999999999992 -0.14847999999999997 -0.14723499999999998 0.31358000000000003 0.10089500000000001 0.12958500000000003 -0.017889999999999996 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 18 7 12 22 27 11 14 26 19 -1 23 17 -17 -15 -2 -4 21 28 -3 -8 -25 -7 -5 -9 -10 -30
right_child=1 5 6 9 -6 25 10 8 20 -11 -12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011378895312069571 0.00087009330513120801 0.0004137425669525462 0.00075860835837802899 0.00064767095577403396 0.00047236497486311256 0.00026860382193527154 0.0010270881365522062 0.00088429190019235257 0.00038540186028456093 0.00099007998054880149 0.00077813543594646968 0.00081819911135092471 0.0011404058563333236 0.0010376613300580244 0.00066117799696437823 0.00088148242202890179 0.00055514381861634769 0.00074207153057168215 0.00064756227602100376 0.00095821452672816487 0.0003092749416887063 0.00038285954359666219 0.00021764299606111544 0.00073003506713242264 0.0009110057872464978 6.2067810106405271e-05 0.00050470368349863812 0.00060392275087389291 0.00046589000805156083 0.00067779817647569914
leaf_weight=22 83 42 24 88 74 71 60 22 22 21 154 41 46 52 22 76 27 20 29 1198 31 48 48 31 574 27 75 20 26 47
leaf_count=22 83 42 24 88 74 71 60 22 22 21 154 41 46 52 22 76 27 20 29 1198 31 48 48 31 574 27 75 20 26 47
internal_value=0 0.000485541 0.000902868 0.000770144 0.000677162 0.000397319 0.000929426 0.000456765 0.000518269 0.000663047 0.000881751 0.000629382 0.000961046 0.000892462 0.000904978 0.000861608 0.000795937 0.000955553 0.000812474 0.000954294 0.000462145 0.000495285 0.000309156 0.000913043 0.000901733 0.000211701 0.000581888 0.000750783 0.000552089 0.000602324
internal_weight=0 590 2531 422 186 404 2109 306 216 225 841 204 1268 197 687 175 103 72 112 1222 174 143 90 665 605 98 163 42 95 73
internal_count=3121 590 2531 422 186 404 2109 306 216 225 841 204 1268 197 687 175 103 72 112 1222 174 143 90 665 605 98 163 42 95 73
is_linear=0
shrinkage=0.00196078


Tree=5718
num_leaves=31
num_cat=0
split_feature=1 12 2 1 47 149 4 2 0 4 14 47 3 4 4 0 2 14 52 43 3 150 16 483 16 49 130 1443 1454 1455
split_gain=0.617061 0.18942 0.100829 0.11001 0.0698681 0.065421 0.0565235 0.0559146 0.05452 0.0617846 0.0520003 0.0513552 0.0506642 0.0913551 0.107296 0.0747201 0.0655893 0.0473553 0.0554205 0.0498351 0.0563863 0.0441276 0.0442731 0.0461925 0.0690129 0.0508192 0.04958 0.0446731 0.0545397 0.0587145
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.093575000000000019 0.085505000000000012 0.081720000000000015 0.40124500000000002 1.0000000180025095e-35 -0.040504999999999992 0.071150000000000005 -0.45687499999999998 0.077555000000000013 -0.13309499999999996 -0.14098499999999997 -0.46376499999999993 -0.13027499999999997 0.081685000000000021 -0.10708499999999999 -0.40967499999999996 -0.11720999999999999 -0.017889999999999996 -0.091259999999999994 -0.072359999999999994 0.085510000000000017 -0.12029499999999999 0.09567500000000001 0.10367000000000003 0.086900000000000019 0.098995000000000014 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 10 12 -1 9 -6 -2 -9 16 14 -14 -15 -3 -5 -19 -20 -21 -17 23 25 -25 -23 -27 28 29 -24
right_child=4 6 -4 17 8 -7 -8 11 -10 -11 -12 -13 13 15 -16 21 -18 18 19 20 -22 22 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.0032952576465904715 0.0054840058730594044 0.01405774644309921 -0.00069328685375777161 0.0082866523941782753 0.009558599520740764 0.0075248219864442944 0.0043350274840902002 0.0076298572702355504 0.00069869010753574828 0.0038998671496005425 0.0009313284577044499 0.011800004451402597 0.0078250679223296742 0.0029561716212152412 -0.0017854175907337949 0.012743261875584722 0.0088255467647209724 0.0094653741811357803 0.0087937581485935633 -5.8346697786713346e-05 0.0043403181086414762 0.008531807875087111 0.011504876877491674 0.0086123814011978758 0.016015376485884188 0.0077817916644797218 0.0013955912576784613 0.011215532475944201 0.0029867762371968303 0.007382220998265146
leaf_weight=25 29 28 22 38 35 20 42 189 21 43 186 35 26 29 21 20 166 21 21 34 204 811 36 34 20 31 20 32 27 855
leaf_count=25 29 28 22 38 35 20 42 189 21 43 186 35 26 29 21 20 166 21 21 34 204 811 36 34 20 31 20 32 27 855
internal_value=0 0.00754156 0.00594898 0.0062067 0.00299305 0.0020543 0.00796832 0.00778082 0.00522139 0.00643904 0.00154541 0.00828144 0.0080391 0.00788667 0.00353102 0.00799357 0.00958071 0.00497414 0.00452458 0.00412398 0.00371194 0.00807102 0.00802095 0.008517 0.0113542 0.00833926 0.0052774 0.00754265 0.00741462 0.00754879
internal_weight=0 2787 589 567 334 235 2198 249 99 78 215 224 2156 1962 47 1915 194 318 280 259 238 1886 1866 916 54 862 51 950 918 891
internal_count=3121 2787 589 567 334 235 2198 249 99 78 215 224 2156 1962 47 1915 194 318 280 259 238 1886 1866 916 54 862 51 950 918 891
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 43 2 150 4 14 4 0 12 0 16 4 3 2 160 2 11 0 160 47 13 2 43
split_gain=20.6286 2.53041 2.21739 1.65839 1.31558 0.927708 0.878503 0.795478 0.518963 0.498729 0.442335 0.431827 0.402889 0.3744 0.355543 0.27521 0.273714 0.223932 0.216634 0.356032 0.292577 0.200598 0.192998 0.181291 0.226399 0.189237 0.170578 0.155185 0.216095 0.149679
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.40124500000000002 -0.04890499999999999 0.14960000000000004 1.0000000180025095e-35 0.033845000000000007 0.076175000000000007 0.26450500000000005 -0.23194499999999998 0.13597000000000004 -0.13027499999999997 -0.037154999999999994 -0.064054999999999987 0.013900000000000001 0.099185000000000009 -1.0000000180025095e-35 0.10774000000000002 0.080455000000000013 -0.062764999999999974 -1.0000000180025095e-35 0.10350500000000001 -0.47860499999999995 0.31358000000000003 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 14 9 12 26 -6 13 22 15 16 -3 -1 23 -4 -7 20 -20 -16 -15 -10 24 -8 -26 -5 -11 -29 -2
right_child=1 5 6 7 8 17 11 -9 10 27 -12 -13 -14 21 18 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011383664002393018 0.00042380831141372165 0.00054757386669805337 0.00077646902468821101 0.00098956110365769974 0.0005664909568095642 0.00049757721903886086 0.00093000931050010401 0.00053081108613583269 0.00088433565851909655 0.00033949521700594299 0.0005974804861354849 0.00080927749011798424 0.0011587599544878812 0.00046771093335587022 0.001033925919106643 0.00073036310427329121 0.0009763711893788703 0.0007683264953858407 0.00088320359671149266 0.00061782786263037766 0.00075486488457696111 0.00028669540183017477 0.0006707007136721126 0.0010223939713937761 0.00065865547341458939 0.00087189769390605247 0.00081976535400567869 0.00024682673769109328 -7.5865822756077013e-07 0.00055070902523598499
leaf_weight=22 49 43 27 45 88 24 601 29 72 22 44 171 46 32 52 29 1068 23 77 26 20 89 21 67 20 80 46 33 23 132
leaf_count=22 49 43 27 45 88 24 601 29 72 22 44 171 46 32 52 29 1068 23 77 26 20 89 21 67 20 80 46 33 23 132
internal_value=0 0.000509037 0.000916173 0.000634861 0.000786429 0.000377988 0.000942134 0.000813608 0.000683988 0.000329029 0.00075946 0.000898686 0.000978994 0.000390417 0.00090343 0.000917869 0.000971442 0.000630072 0.000873895 0.000816216 0.000956409 0.000334567 0.000836096 0.000924949 0.000915636 0.000829249 0.00090373 0.000199958 0.00014514 0.000516355
internal_weight=0 590 2531 301 422 289 2109 120 225 242 137 968 1141 164 197 797 1095 47 175 103 72 121 93 768 701 100 91 78 56 181
internal_count=3121 590 2531 301 422 289 2109 120 225 242 137 968 1141 164 197 797 1095 47 175 103 72 121 93 768 701 100 91 78 56 181
is_linear=0
shrinkage=0.00196078


Tree=5720
num_leaves=31
num_cat=0
split_feature=1 3 1 45 0 2 10 16 10 3 4 4 483 2 0 2 2 49 43 11 3 15 16 3 43 13 43 43 132 475
split_gain=0.591753 0.165315 0.0990245 0.14928 0.0770887 0.0744971 0.0617322 0.0585939 0.0579541 0.0595711 0.0573412 0.0790958 0.0488027 0.0439293 0.0587204 0.0528267 0.0807732 0.057791 0.057352 0.0438578 0.0771842 0.0854424 0.0586982 0.0700762 0.0582047 0.05383 0.124335 0.0606238 0.0493557 0.0474118
threshold=0.102705 -0.066704999999999987 0.14262000000000002 0.10041000000000001 0.22582000000000002 0.11018500000000002 -0.062879999999999978 0.057265000000000003 -0.086389999999999981 0.090900000000000009 -0.059649999999999988 0.0033150000000000007 0.086010000000000017 0.13712500000000002 -0.074824999999999989 -1.0000000180025095e-35 0.10252500000000002 0.11902500000000002 -0.082389999999999977 1.0000000180025095e-35 -0.14989499999999997 -1.0000000180025095e-35 0.013515000000000001 -0.11171999999999999 0.0051600000000000005 0.016935000000000002 -0.071629999999999985 -0.14035499999999998 0.088210000000000011 -0.086169999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 12 8 -2 -4 -7 -1 19 -11 -12 13 15 -15 18 -17 -18 -3 22 21 -21 24 -24 25 27 -27 -10 -29 -25
right_child=1 2 6 -5 -6 7 -8 -9 9 10 11 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 23 29 -26 26 -28 28 -30 -31
leaf_value=0.0024426665087230507 0.0079114270523103873 0.0043475169093451565 -0.0040133301465010108 0.012597840102389455 0.0017171138276656469 0.0024566698389866487 0.0019761841199316581 0.0080961588692540932 0.012508582927955267 0.0077677158067341566 -0.0012754874346269803 0.0062589240309439201 0.0066746927797794349 -0.0028559824056574143 0.0034895192006868976 0.0088316366346062793 0.0044473675142987354 -0.0011890185608838997 -0.0012971466339270895 0.0029833598528057337 0.015324998611495609 0.010141242296940843 0.0011221971074562697 0.010618418062050992 0.0069548588595290161 0.0078657480979409927 3.1826017463269339e-05 0.0086814900956326928 0.0061654272433813847 0.006693693840697121
leaf_weight=20 160 36 22 20 21 58 79 27 39 66 22 38 49 25 35 38 136 21 36 21 21 81 21 34 347 130 24 1085 84 325
leaf_count=20 160 36 22 20 21 58 79 27 39 66 22 38 49 25 35 38 136 21 36 21 21 81 21 34 347 130 24 1085 84 325
internal_value=0 0.00451452 0.00346653 0.00417939 0.0077491 0.00664045 0.000671537 0.00424804 0.00780282 0.00784867 0.00573371 0.00349631 0.0037316 0.00329059 0.00084556 0.00384003 0.00469474 0.00369346 0.00152519 0.00796915 0.0098042 0.00866756 0.0078611 0.00673695 0.00811106 0.00840562 0.00664488 0.00863009 0.0085007 0.00706539
internal_weight=0 742 497 396 2379 245 101 85 2358 2338 126 60 376 327 60 267 195 157 72 2212 123 102 2089 380 1709 1362 154 1208 1169 359
internal_count=3121 742 497 396 2379 245 101 85 2358 2338 126 60 376 327 60 267 195 157 72 2212 123 102 2089 380 1709 1362 154 1208 1169 359
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=31
num_cat=0
split_feature=1 12 132 1 3 12 484 47 4 3 16 457 3 16 47 3 13 0 52 0 159 3 4 1 1 393 403 13 156 3
split_gain=0.483038 0.147558 0.0889757 0.093867 0.0592477 0.0886355 0.0555098 0.0538108 0.0469553 0.0478294 0.0703775 0.0454436 0.0638982 0.0722997 0.0483175 0.0446381 0.0442913 0.0431426 0.0517404 0.0426587 0.0480748 0.042634 0.109497 0.0419866 0.0533384 0.0418414 0.0543428 0.0457144 0.124779 0.0915685
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.093575000000000019 0.30112000000000005 -0.42850999999999995 -0.011854999999999999 0.077555000000000013 0.042705000000000007 -0.15121499999999996 -0.45661999999999997 0.29113500000000009 -1.0000000180025095e-35 -0.070454999999999976 0.078345000000000012 0.10893000000000001 -0.08645499999999999 -0.10474999999999998 -0.23375999999999997 -0.082084999999999977 0.09599000000000002 0.092670000000000016 -0.031404999999999995 0.13707500000000003 0.13288500000000003 0.094880000000000006 -0.084674999999999986 -0.085964999999999986 0.086945000000000008 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -2 21 25 -10 -11 12 14 -14 -5 -15 -12 -8 -19 -20 23 -1 -23 24 -21 27 -27 28 29 -3
right_child=4 8 -4 11 5 -7 17 -9 9 10 16 -13 13 15 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00719043052437733 0.0084383751487448113 0.012206678899625938 -0.00041219410157702029 0.0024452198191434304 0.0046672558138037435 -0.0017045304217360548 0.0062181825280681049 0.010448400217753191 0.0021480344119481744 0.0088739607473570098 0.0024606197440464584 -5.7739754473524438e-05 0.0044565555586311171 0.01120031812128478 0.0074452973436564211 0.0056009496018911403 0.006121636528640069 0.0060799225699156526 -0.001653406849307489 0.00041699321365975324 0.0057561260351300892 0.0081808673074612245 -0.0014048219192773104 -0.0014662165995961167 0.006944258472261329 0.0071077911063912331 0.012545517952564887 0.0069038750517976342 0.01419773032107661 0.0071012131086455946
leaf_weight=158 21 39 26 121 34 61 36 39 30 79 42 21 94 35 23 24 155 32 31 31 33 26 22 34 21 40 34 1394 31 354
leaf_count=158 21 39 26 121 34 61 36 39 30 79 42 21 94 35 23 24 155 32 31 31 33 26 22 34 21 40 34 1394 31 354
internal_value=0 0.00671276 0.00530714 0.00557127 0.00268841 0.000575898 0.00352811 0.00704234 0.00708943 0.00594014 0.00635233 0.0044379 0.00475577 0.00617876 0.00324384 0.00892261 0.00534112 0.00305511 0.00242944 0.00165068 0.0025114 0.0063975 0.00378743 0.00126634 0.003053 0.00727531 0.00960621 0.00718043 0.00808967 0.00760786
internal_weight=0 2787 589 563 334 95 239 245 2198 306 276 318 297 153 144 59 197 218 182 150 119 206 48 86 52 1892 74 1818 424 393
internal_count=3121 2787 589 563 334 95 239 245 2198 306 276 318 297 153 144 59 197 218 182 150 119 206 48 86 52 1892 74 1818 424 393
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 1 2 2 14 4 1 16 475 457 1 16 47 0 47 15 0 3 11 13 4 52 3
split_gain=32.0012 4.96933 3.54459 2.7211 1.64316 1.37234 1.16831 1.14689 0.93964 0.831407 0.726326 0.639669 0.598138 0.369573 0.304402 0.287965 0.277279 0.412923 0.27646 0.265053 0.226051 0.211621 0.208038 0.425864 0.234145 0.200047 0.223744 0.187999 0.181779 0.17627
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.090425000000000019 0.14960000000000004 0.062655000000000016 0.40945500000000007 0.090540000000000023 0.10246000000000001 -0.08230999999999998 0.080930000000000016 0.078340000000000007 -0.037154999999999994 0.078345000000000012 0.18019500000000002 0.10350500000000001 -0.15914499999999995 -0.11173999999999999 0.086245000000000016 1.0000000180025095e-35 -0.14179999999999995 -0.0073899999999999999 0.039215000000000007 -0.079979999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 6 10 9 21 -5 11 12 13 -3 22 19 -11 20 -18 -7 -2 25 -4 -1 24 -24 26 -17 -28 29 -29
right_child=1 5 7 8 -6 18 -8 -9 -10 15 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011653324769872585 0.00041972680380489644 0.00047802020707380733 0.0010110673492607987 0.0009050745738432834 0.00061843093724009619 0.00044660334326205106 0.00055462056588308488 0.00052591209190295022 0.00050060422175094007 0.0010566497371087666 7.1912157501933586e-05 0.0012181548055678595 0.00022220404177652673 0.00094061570958334619 0.00070371625689314853 0.00073124601633525364 0.00094801832414140883 0.00057002353307182725 0.00074743642348665913 0.00060892220169752665 0.00073308857121303966 0.00084598110713027426 0.00097035814032835109 0.0010278919861646989 0.00069622658828284527 0.0010653329070280341 0.00097222568826344836 0.00096712141922987254 0.00095836297037195112 0.00081816979381321025
leaf_weight=39 175 51 72 34 48 24 24 32 63 75 78 59 113 245 20 20 25 20 23 34 20 51 25 1044 23 49 351 42 130 112
leaf_count=39 175 51 72 34 48 24 24 32 63 75 78 59 113 245 20 20 25 20 23 34 20 51 25 1044 23 49 351 42 130 112
internal_value=0 0.000481438 0.000627607 0.000964215 0.000977493 0.000287221 0.000984977 0.000856588 0.000642377 0.000989509 0.000227675 0.00101823 0.000301757 0.00100966 0.00047262 0.000940676 0.000929365 0.000780021 0.00059382 0.000450505 0.000938647 0.000942617 0.00102461 0.00101959 0.000839003 0.000944487 0.000935446 0.000941878 0.000904371 0.000858793
internal_weight=0 673 384 2448 2351 289 2303 155 97 2279 242 1435 164 1376 229 844 769 45 47 209 724 123 1131 1092 48 704 655 635 284 154
internal_count=3121 673 384 2448 2351 289 2303 155 97 2279 242 1435 164 1376 229 844 769 45 47 209 724 123 1131 1092 48 704 655 635 284 154
is_linear=0
shrinkage=0.00196078


Tree=5723
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 1 2 2 14 49 11 1 4 4 1 2 1 4 43 1 40 43 16 1 16 51 47
split_gain=30.3763 4.82181 2.73262 2.25838 1.80114 1.58307 1.2091 1.01169 0.871452 0.812312 0.687467 0.633468 0.421423 0.371192 0.403792 0.541037 0.35035 0.337715 0.322975 0.274447 0.260042 0.2504 0.249527 0.229437 0.213071 0.182389 0.168392 0.15612 0.149229 0.148416
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.09253500000000002 0.089885000000000007 0.10613000000000002 0.062655000000000016 -0.054984999999999992 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.15289999999999995 0.090540000000000023 0.31358000000000003 0.12408500000000001 0.0052350000000000009 -1.0000000180025095e-35 0.13075500000000004 -0.077714999999999992 -0.14792499999999997 -0.12029499999999999 0.12958500000000003 0.11346000000000002 0.10501000000000001 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 23 9 -4 11 26 17 -2 14 20 -16 -12 -1 28 -18 21 -11 -5 -3 -15 -22 -8 -7 -6 -14
right_child=1 4 8 22 18 27 10 -9 -10 13 16 -13 29 24 15 -17 19 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092046989847004309 0.00052742769126681085 0.00025710847351036311 0.00079064000123465117 0.00043376178778951468 6.6872289199703823e-05 0.00041817952492478026 0.00069635750311228099 0.00048035082735997789 0.00040112184415696904 0.00089578481592057801 0.00060577004965321681 0.0011133166465223648 0.00088396087444371464 0.00079260551545466359 0.00087540377380133341 0.00050734207105276104 0.00037794701883923205 0.00083991786182605369 -0.00013193377785177695 0.00019417614555403758 0.00084632293516848263 0.00080349258730694889 0.00019719849376379224 6.5227054205595285e-05 0.0010211262127395148 0.00073718369093101887 0.00046961501295513967 0.00064261022145044788 0.0002577328520551338 0.00074657516924793758
leaf_weight=1092 23 46 34 60 63 26 34 24 63 326 20 59 62 21 28 34 122 245 27 42 105 173 24 50 62 134 20 22 21 59
leaf_count=1092 23 46 34 60 63 26 34 24 63 326 20 59 62 21 28 34 122 245 27 42 105 173 24 50 62 134 20 22 21 59
internal_value=0 0.000389811 0.000860172 0.000621679 0.000271012 0.000873479 0.000342926 0.000880825 0.000537654 0.000885042 0.000417852 0.000914483 0.000770725 0.000838496 0.000825547 0.000673563 0.000360763 0.000905709 5.46228e-05 0.000330884 0.000838315 0.000863788 0.000366172 0.00015717 0.000963308 0.000785132 0.000612379 0.000521044 0.000114587 0.000816971
internal_weight=0 673 2448 228 445 2351 334 2303 97 2279 238 1396 144 883 800 62 184 1337 111 164 738 499 84 96 83 239 54 48 84 121
internal_count=3121 673 2448 228 445 2351 334 2303 97 2279 238 1396 144 883 800 62 184 1337 111 164 738 499 84 96 83 239 54 48 84 121
is_linear=0
shrinkage=0.00196078


Tree=5724
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 2 1 14 1 47 11 1 4 1 13 52 12 0 11 47 147 4 4 0 4 43 49
split_gain=36.2414 4.34294 3.68178 2.99734 2.53372 1.72594 1.4785 1.15687 1.14444 0.945272 0.702571 0.681865 0.607141 0.494652 0.528313 0.801757 0.469844 0.366488 0.364583 0.36026 0.355634 0.299506 0.279041 0.24217 0.20706 0.203523 0.202529 0.182463 0.196817 0.170471
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.14285500000000004 0.091265000000000013 0.09253500000000002 0.076175000000000007 0.16175000000000003 0.090100000000000013 1.0000000180025095e-35 0.089770000000000016 -0.013514999999999998 0.087135000000000004 -0.00096999999999999983 -0.52606999999999993 0.08401500000000002 -0.062294999999999996 0.082485000000000017 0.081320000000000017 0.08955500000000001 -0.0019149999999999998 0.063160000000000008 -0.050684999999999994 0.0052350000000000009 0.064745000000000011 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 5 8 23 12 10 -4 16 -8 17 14 27 -16 -1 -5 -2 22 -14 -15 24 -3 -18 -7 -20 28 -10 -11
right_child=1 6 9 7 -6 25 11 -9 13 29 -12 -13 20 21 15 -17 19 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011905091567613372 0.0011939363987172017 0.00058470046228182801 0.0010361356585530399 0.0005066979293513697 0.00066811490649751066 0.0005973975916904416 0.00032467080874109411 0.00031336808790192973 0.0011296734505144234 0.00073232691369804674 0.0013826331115926204 -2.9826010942605199e-05 0.0009635249515855739 0.0014178280426444961 0.0010858114712686117 0.00064853887668489909 0.00074599426239728927 0.00076223250966257565 0.00099177954843150673 0.0011375405425788877 0.00063401091734276095 0.0011576465987691693 0.0011734099759190691 0.00035062208534309672 0.0010113664488357295 0.00087377595550873694 0.00076296094731957296 0.0010391813954625394 0.0010246136969374131 0.00054766810486793006
leaf_weight=1033 28 113 34 71 45 20 126 44 338 40 61 25 34 22 38 28 20 31 58 363 20 75 20 20 26 21 20 224 86 37
leaf_count=1033 28 113 34 71 45 20 126 44 338 40 61 25 34 22 38 28 20 31 58 363 20 75 20 20 26 21 20 224 86 37
internal_value=0 0.000573377 0.00111302 0.000735443 0.00112904 0.00113777 0.000398755 0.000594165 0.00114478 0.000763833 0.00117646 0.000265979 0.000673364 0.00108528 0.00106743 0.000900302 0.00116786 0.00058436 0.00100201 0.00111331 0.000841483 0.00121666 0.000980055 0.000549501 0.000895987 0.000738957 0.000933108 0.00108445 0.00110836 0.000643595
internal_weight=0 590 2531 306 2420 2375 284 200 2334 111 1523 151 156 811 714 66 1462 102 106 429 54 97 66 133 46 41 78 648 424 77
internal_count=3121 590 2531 306 2420 2375 284 200 2334 111 1523 151 156 811 714 66 1462 102 106 429 54 97 66 133 46 41 78 648 424 77
is_linear=0
shrinkage=0.00196078


Tree=5725
num_leaves=31
num_cat=0
split_feature=1 3 1 12 2 2 475 3 2 15 15 133 52 133 11 475 475 16 3 43 3 133 2 4 1456 52 16 52 42 475
split_gain=0.767424 0.133887 0.110334 0.124163 0.0893837 0.0869318 0.0787312 0.0834047 0.078292 0.0600929 0.0767389 0.103352 0.095137 0.0865599 0.082788 0.0751473 0.0722626 0.058931 0.055206 0.0686631 0.0627336 0.0911987 0.0762252 0.0758228 0.0734758 0.0584725 0.0570754 0.0602483 0.0935583 0.053396
threshold=0.10920500000000001 -0.049509999999999992 0.089770000000000016 0.087215000000000015 0.13404500000000005 0.31358000000000003 -0.086004999999999984 -0.079979999999999982 0.11411 -0.11033999999999998 0.040760000000000005 0.082925000000000013 0.4002400000000001 0.10995500000000001 0.078065000000000009 -0.088274999999999978 -0.084444999999999978 0.13751500000000003 -0.073309999999999986 -0.081154999999999991 -0.081459999999999991 0.088525000000000006 0.087995000000000004 -0.013125 -0.081594999999999987 -0.049749999999999996 -0.071854999999999988 -0.015069999999999998 0.083865000000000009 -0.081774999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 6 9 -3 -4 -8 -2 -1 11 12 15 18 -12 -11 -17 -6 19 20 21 22 26 -23 -24 -21 -13 28 -28 -18
right_child=1 5 3 -5 17 -7 7 -9 -10 10 14 13 -14 -15 -16 16 29 -19 -20 25 -22 23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010686184715660307 0.0082173395788736857 0.0035841962432189445 0.011562499747378753 0.0084420705320941945 0.0013938571955939686 -0.0027624705320467122 0.00019260291610994647 0.0057544324097138101 0.0039777408552528299 0.002064396799183809 0.0091391141017308532 0.014013431966304779 0.0010088287795392366 0.0056122301805448995 0.014397625687472042 0.013472774280235173 0.0027402807279334716 0.008366170231337575 0.01368815075069095 0.0030909636246586412 0.014510327032102005 0.010557802901603283 0.0089651960879564285 0.0040958015238056365 0.016335694485889309 0.0088245798732437524 0.015169346354724396 0.0039550928459502754 0.0068523633955536708 0.0076318493116079205
leaf_weight=163 108 350 20 342 27 23 31 207 73 26 875 20 26 62 31 20 24 22 31 29 28 30 21 46 38 46 21 25 38 318
leaf_count=163 108 350 20 342 27 23 31 207 73 26 875 20 26 62 31 20 24 22 31 29 28 30 21 46 38 46 21 25 38 318
internal_value=0 0.00427578 0.00837968 0.00719263 0.00874176 0.00319285 0.00553639 0.00502999 0.00650745 0.00884951 0.00867892 0.00799583 0.00686487 0.0090722 0.00931904 0.00725728 0.00763025 0.00452428 0.00964732 0.00928104 0.010032 0.00950736 0.0108412 0.00664659 0.0137123 0.00660758 0.00921242 0.00806933 0.00981265 0.00728858
internal_weight=0 554 2567 600 1967 373 258 238 181 1918 1755 849 414 435 906 388 362 49 373 342 267 239 163 76 59 75 104 84 59 342
internal_count=3121 554 2567 600 1967 373 258 238 181 1918 1755 849 414 435 906 388 362 49 373 342 267 239 163 76 59 75 104 84 59 342
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 1 2 4 16 14 0 15 0 4 49 2 4 12 4 50 1 123 15 40 16 1 43
split_gain=26.1854 4.17439 2.30017 1.64843 1.61444 1.28503 0.945331 0.809886 0.809467 0.739545 0.557622 0.484249 0.433041 0.575148 0.526485 0.453256 0.359285 0.357026 0.337457 0.268828 0.386625 0.355989 0.251335 0.230153 0.227929 0.223824 0.214216 0.206402 0.197878 0.19414
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 0.13913500000000004 0.09253500000000002 0.10613000000000002 0.40124500000000002 -0.44310499999999992 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 -0.15289999999999995 -0.054984999999999992 0.31358000000000003 -0.49405499999999997 0.08401500000000002 -0.17966999999999997 0.083640000000000006 0.12958500000000003 0.09394000000000001 -0.064294999999999977 -0.077714999999999992 -0.039889999999999988 0.13075500000000004 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 26 12 -4 23 11 -7 13 14 -1 -15 -11 -2 -6 22 21 -21 29 -8 -18 -13 -3 -16 -5 -17
right_child=1 4 8 28 18 10 9 -9 -10 16 -12 25 -14 15 27 19 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011672883276261535 0.00070320291782888917 0.0004726149948602692 0.00097185430775429825 0.00064050453733287608 0.00032705019513383358 0.0010673158934647099 0.00090990291683714947 0.00065757050818088009 0.00059847453420877811 0.00079431158873964755 0.0006478346075345921 0.00093368141362998661 0.0011963901449097507 0.0010782741082245005 0.00071366930154773568 0.00088372058947296702 0.00054556855222298985 0.00097006471803994041 7.5062747859411586e-05 0.00098664144422599986 0.0010105308168343638 0.00062519302920383565 0.0012924708544261871 0.00064333717904838854 0.00033495034081647008 0.00079531709865584752 0.00028502560518316774 0.00094190010026681662 0.00042984197646671649 0.00109970750031518
leaf_weight=20 23 44 34 60 84 85 33 20 65 20 27 151 79 1191 39 20 140 119 27 22 491 20 21 20 23 64 50 25 24 80
leaf_count=20 23 44 34 60 84 85 33 20 65 20 27 151 79 1191 39 20 140 119 27 22 491 20 21 20 23 64 50 25 24 80
internal_value=0 0.000581359 0.00101949 0.000798044 0.000470314 0.0010318 0.00053912 0.00105019 0.000726706 0.000605353 0.000917736 0.000942027 0.0010541 0.00104828 0.0008896 0.0010555 0.000546282 0.000926841 0.000265756 0.00101403 0.000995086 0.000814523 0.00109746 0.000809312 0.000515849 0.000892494 0.000372833 0.000802822 0.000580315 0.00105651
internal_weight=0 667 2454 226 441 2355 330 2028 99 236 327 300 2008 1929 84 1845 183 142 111 654 533 42 121 53 163 215 94 64 84 100
internal_count=3121 667 2454 226 441 2355 330 2028 99 236 327 300 2008 1929 84 1845 183 142 111 654 533 42 121 53 163 215 94 64 84 100
is_linear=0
shrinkage=0.00196078


Tree=5727
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 16 49 2 2 1 4 4 40 1 1 1 1 0 50 47 52 12 4
split_gain=62.9784 9.37759 5.10548 5.05256 3.30109 3.19876 2.0617 1.74749 1.73295 1.41319 1.37961 0.972434 0.951831 0.812989 0.731873 0.698283 0.629928 0.59296 0.52314 0.4808 0.47258 0.432995 0.42968 0.420086 0.381675 0.327075 0.324904 0.289854 0.414607 0.266979
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.10613000000000002 0.089770000000000016 -0.52595999999999987 -0.054984999999999992 0.08647500000000001 -0.0091949999999999983 0.16175000000000003 -0.15289999999999995 -0.013125 -0.077714999999999992 0.075045000000000014 0.13265500000000002 0.13075500000000004 0.12958500000000003 -0.019414999999999998 0.041865000000000006 0.10350500000000001 0.0031350000000000002 0.082095000000000015 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 11 12 -4 23 29 -7 -2 15 -13 25 -12 20 -3 24 -19 -5 -8 -14 -6 -15 28 -20 -1
right_child=1 4 9 22 16 8 10 -9 -10 -11 17 14 18 26 -16 -17 -18 21 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013174787804041781 0.00077121308468796712 0.000396639646780963 0.0011214348417733643 0.00059272418054295525 0.00010226967464992004 0.00075660109603438387 0.0010005804287933561 0.0016043202666675342 0.00077773144729648494 0.00062540597817143133 0.00083023948704495144 0.00088656500564651523 0.0012248409263716608 0.0012645877194954727 0.00083474844568482939 0.0012429508539205669 -0.00020156618360739573 0.00051331686442934201 0.00081436693555622251 0.00011887057819495015 0.0013505248558704492 0.00022316864633715165 0.0002822961113636315 0.00064244984484770722 0.0010062371671845669 0.00036617492000554124 0.001060194824602436 0.0011915154350238019 0.0011033964687723571 0.0012052450392035069
leaf_weight=1286 23 46 34 60 65 21 34 70 48 63 20 23 160 67 21 261 21 141 23 50 96 23 24 20 38 25 54 105 112 87
leaf_count=1286 23 46 34 60 65 21 34 70 48 63 20 23 160 67 21 261 21 141 23 50 96 23 24 20 38 25 54 105 112 87
internal_value=0 0.000562848 0.00124011 0.000886203 0.000397173 0.0012583 0.00049453 0.00130078 0.00113516 0.000799272 0.00059237 0.00128812 0.00116607 0.00110914 0.00118797 0.00121409 0.000104225 0.000511496 0.00118218 0.000251968 0.00123763 0.000472625 0.00050403 0.000867939 0.00118289 0.000175577 0.00117337 0.00111425 0.00105415 0.00131037
internal_weight=0 673 2448 228 445 2351 334 1748 603 97 238 1678 555 144 305 284 111 184 534 96 294 164 84 54 198 90 121 240 135 1373
internal_count=3121 673 2448 228 445 2351 334 1748 603 97 238 1678 555 144 305 284 111 184 534 96 294 164 84 54 198 90 121 240 135 1373
is_linear=0
shrinkage=0.00196078


Tree=5728
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 12 47 2 11 2 2 1 2 2 11 3 4 3 160 16 16 159 4 14 43 47 14 1 10 49
split_gain=25.055 4.38797 2.681 1.86533 1.60259 1.49437 1.05161 1.00592 0.902127 0.844071 0.640097 0.608309 0.534391 0.338816 0.330573 0.294345 0.272994 0.26714 0.256089 0.248027 0.261434 0.421795 0.238193 0.222449 0.311073 0.216018 0.237906 0.196443 0.195905 0.194938
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.27834500000000006 0.088725000000000012 -0.029094999999999999 0.13082500000000002 0.13754500000000003 1.0000000180025095e-35 0.11474000000000002 0.089885000000000007 0.092845000000000025 0.17025000000000004 0.094835000000000017 0.079300000000000009 -0.116045 0.42051500000000003 0.30112000000000005 -1.0000000180025095e-35 0.0057500000000000008 0.083160000000000026 0.050895000000000003 0.23246000000000003 0.07913000000000002 -0.0098449999999999979 0.10648500000000001 -0.23083499999999998 0.086920000000000011 -0.38851999999999992 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 11 12 8 10 22 19 13 16 -1 -10 -12 17 -4 -18 27 21 -21 -6 24 -16 26 -3 -7 -14 -15
right_child=1 2 6 -5 9 7 -8 -9 14 -11 15 -13 28 29 23 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010690364297948965 0.00099790611288003758 0.00065491393878798162 0.00054400869488943377 0.00049065899383885403 0.00099406564341101102 0.001041783045452918 0.00066318617606556281 0.00067402555695604126 0.0013146987197056315 0.00049385086076297597 0.000789144076738978 0.00063129582249026104 0.00023518893252936454 0.00067200912893110635 0.00083741727176389331 0.00095431209262397503 0.00043702499103003987 0.0002912114901586856 0.00023864039336080655 0.00095351382943929407 0.0010108972891315206 0.000610091173108302 0.00077387896238588819 0.0012419855356861241 0.0011194045622223217 0.0007012430864562786 0.00047566889258785075 0.00098533606694392356 -8.413744608933064e-06 0.00091488017885253833
leaf_weight=28 76 34 45 30 51 835 37 37 36 24 44 58 30 24 21 725 36 25 82 44 88 20 30 29 53 24 175 331 22 27
leaf_count=28 76 34 45 30 51 835 37 37 36 24 44 58 30 24 21 725 36 25 82 44 88 20 30 29 53 24 175 331 22 27
internal_value=0 0.000553425 0.000498497 0.000976563 0.000615696 0.000982636 0.000355489 0.000994675 0.001 0.00081682 0.000989817 0.000783782 0.000308053 0.000895734 0.00115296 0.000944862 0.000356713 0.000453724 0.000299165 0.00101605 0.000941549 0.000846194 0.000912515 0.00109643 0.00103938 0.00052506 0.000504828 0.00102576 0.000132126 0.000800588
internal_weight=0 691 615 2430 338 2400 277 2263 2226 105 2087 137 240 79 139 769 188 70 118 1318 152 64 81 103 74 233 209 1166 52 51
internal_count=3121 691 615 2430 338 2400 277 2263 2226 105 2087 137 240 79 139 769 188 70 118 1318 152 64 81 103 74 233 209 1166 52 51
is_linear=0
shrinkage=0.00196078


Tree=5729
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 1 457 2 1 2 2 4 2 1 1 1 475 4 3 160 1 1 50 40 1 4
split_gain=23.8097 2.8998 2.52194 1.74604 1.44467 1.09306 0.84611 0.831716 0.766572 0.711372 0.646792 0.666314 0.413401 0.376063 0.404464 0.300099 0.295608 0.290294 0.277431 0.263012 0.255751 0.220081 0.183144 0.377519 0.174654 0.166376 0.165006 0.162635 0.161954 0.154932
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.080930000000000016 0.14122000000000004 0.089770000000000016 -0.0091949999999999983 0.090425000000000019 -0.55119499999999988 0.092365000000000017 0.16175000000000003 0.122715 0.12958500000000003 -0.069854999999999987 -0.046564999999999988 -0.12018999999999998 -0.037174999999999993 0.10538500000000002 0.13265500000000002 0.041865000000000006 -0.077714999999999992 0.13075500000000004 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 18 7 12 27 19 -4 11 20 15 -14 -15 -1 22 26 29 -9 -5 -10 23 -17 -22 -23 -7 -3 -6 -2
right_child=1 5 9 10 28 17 -8 8 21 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012455267888126951 0.0010549651891911397 0.0004372081719338894 0.00092012026189314039 0.0010363764764295047 0.00058904428024064096 0.00027288600407610329 0.0012139937703561502 0.00095841005816391653 0.00070550182213385902 0.0005795907153294291 0.00062039218753825488 0.00066241496405152259 0.00072074065778942838 0.00098567671828986335 0.00075633492668292668 0.00071112942907100075 0.00095742151370736394 6.8930590857449914e-05 0.00071345309503666144 0.00064772809253019442 0.00091409648923320081 0.00051388752141516981 0.0010332829570509955 0.0010494690162458403 0.0007253261129645741 0.00032470376977747448 0.00046033093114109598 0.00027013266838788743 0.00039309165714418188 0.00087578929841199669
leaf_weight=22 28 42 34 66 50 65 77 22 20 77 34 41 27 284 33 21 280 21 29 20 326 120 1157 32 20 21 25 48 24 55
leaf_count=22 28 42 34 66 50 65 77 22 20 77 34 41 27 284 33 21 280 21 29 20 326 120 1157 32 20 21 25 48 24 55
internal_value=0 0.000535494 0.000972897 0.000986152 0.000738086 0.000442221 0.00101259 0.000504997 0.000574556 0.000683897 0.000881222 0.000900799 0.00100423 0.000942882 0.000961802 0.00101819 0.00101483 0.000276517 0.00087855 0.000810466 0.000924521 0.000513014 0.00102812 0.00091541 0.000903185 0.000485711 0.000324954 0.000348101 0.000525492 0.000936234
internal_weight=0 590 2531 2420 186 404 1933 293 203 111 487 453 1856 344 317 1512 1490 111 112 42 412 161 1210 53 346 141 90 90 74 83
internal_count=3121 590 2531 2420 186 404 1933 293 203 111 487 453 1856 344 317 1512 1490 111 112 42 412 161 1210 53 346 141 90 90 74 83
is_linear=0
shrinkage=0.00196078


Tree=5730
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 2 14 123 10 15 2 11 156 2 2 2 1 133 41 1 2 52 133 133 2 39 4 159 42
split_gain=1.25304 0.299371 0.145966 0.145075 0.123322 0.112575 0.108106 0.0886601 0.079601 0.074602 0.0736692 0.0724671 0.0716208 0.0865833 0.0659606 0.0809917 0.143438 0.0778193 0.059727 0.0605519 0.0586107 0.160028 0.192073 0.0947027 0.168273 0.0639428 0.0585442 0.0864436 0.0785549 0.0584341
threshold=0.10312500000000001 -0.066704999999999987 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.11474000000000002 0.095545000000000005 0.076975000000000002 0.084025000000000016 -0.062879999999999978 -0.41942499999999994 0.14960000000000004 0.084110000000000004 0.11969000000000002 0.13404500000000005 -1.0000000180025095e-35 0.10613000000000002 0.10638500000000002 0.11667000000000001 0.083975000000000008 0.077565000000000009 0.086100000000000024 -0.0027449999999999996 0.024320000000000005 0.09635500000000001 0.079055000000000014 0.091820000000000013 -0.50940999999999981 0.014475000000000003 0.11066000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 14 6 10 7 20 11 -4 -2 18 -12 -14 15 -3 17 -17 19 26 -1 23 -23 25 -25 -22 27 -8 -29 -16
right_child=1 2 9 -5 -6 -7 8 -9 -10 -11 12 -13 13 -15 29 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.01151077355448467 0.0046133572608232495 0.0031478041486906606 -0.0039073661308396948 0.01380446581169963 0.003328156171482988 0.005531308365027434 0.01727681447836486 0.014705791065967838 0.0047563331509609856 0.0026769548686238925 0.0096078718784086137 0.0048020490839217715 0.018513313991328082 0.0099272052028580859 0.0041566542811941973 0.0065019852229549245 0.0051136905845824933 0.013813409184080526 0.0078046183227614939 0.0055448523542674429 0.011321139227248792 0.0089993072947046528 -0.0024171410733833908 0.0019967022473914163 0.010681899208254342 0.016068291531935817 0.0056376426341012125 0.01020599939393145 0.014011302896990228 -0.0017832514385438779
leaf_weight=1138 20 81 22 20 22 69 22 71 31 79 104 26 24 23 67 24 138 37 87 22 335 56 20 30 87 31 20 328 65 22
leaf_count=1138 20 81 22 20 22 69 22 71 31 79 104 26 24 23 67 24 138 37 87 22 335 56 20 30 87 31 20 328 65 22
internal_value=0 0.00604722 0.00462995 0.00550941 0.0107807 0.0089408 0.0108499 0.0112437 0.00969124 0.00124275 0.0103166 0.00995963 0.0110719 0.0143116 0.00505981 0.00581359 0.00689866 0.0109368 0.0102061 0.0106633 0.0110989 0.0102604 0.00599498 0.0109315 0.00845493 0.0117232 0.0109222 0.0111768 0.0108354 0.00268836
internal_weight=0 730 490 389 2391 240 2369 1768 601 101 171 570 151 47 369 280 199 61 544 457 1697 559 76 483 117 366 435 415 393 89
internal_count=3121 730 490 389 2391 240 2369 1768 601 101 171 570 151 47 369 280 199 61 544 457 1697 559 76 483 117 366 435 415 393 89
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 1 47 48 1 2 4 14 1447 2 14 47 1 131 15 10 475 0 4 1 42 3 157
split_gain=28.3824 4.557 3.01942 2.33603 1.80651 1.49337 1.00396 0.926515 0.836335 0.741543 0.533143 0.527607 0.52121 0.484625 0.386167 0.290341 0.275855 0.275035 0.271757 0.271519 0.266301 0.252518 0.295989 0.248979 0.240115 0.321673 0.350842 0.251096 0.231375 0.21323
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.090425000000000019 0.14122000000000004 0.10672500000000001 0.09253500000000002 0.13082500000000002 -0.015314999999999997 0.090540000000000023 0.14753000000000002 0.27834500000000006 0.062655000000000016 -0.082869999999999985 -0.0091949999999999983 -0.41790499999999997 0.090100000000000013 0.11588000000000001 0.091440000000000007 -0.41942499999999994 -0.38124499999999995 -0.088274999999999978 0.18019500000000002 -0.013514999999999998 0.093100000000000002 -0.11051499999999999 0.090900000000000009 -0.0066899999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 18 11 10 19 -5 12 -7 14 13 -4 23 -12 -13 -15 -3 -6 -2 -14 -23 -1 25 27 -27 -17 -25 -29
right_child=1 2 9 8 7 6 -8 -9 -10 -11 15 16 21 17 -16 24 -18 -19 -20 -21 -22 22 -24 28 -26 26 -28 29 -30 -31
leaf_value=0.0009305039502197081 0.0010997679006083773 0.00051369717541212799 0.00057679822965178132 0.00097343438455884399 0.0010828795302294048 0.0007509128041878468 0.00067397885225866467 0.00055472018583273351 0.0005918452422283277 0.00063182019479271999 0.0011631201314021141 0.00078893243116846671 0.00033972990526772085 0.00051194527627766327 0.0012471614619076312 0.0012363172337120653 0.001014239943705148 0.00027542831696279383 0.000706392158303173 0.00084260666806005116 0.00083490549933676621 0.00027823303099356445 -1.0647583582432441e-05 0.0010951234290039395 0.00077771088510167363 0.00096907008121019681 0.00072822657987183209 0.0011200264617102023 0.00093308634033390122 0.00099997901840392922
leaf_weight=39 54 191 40 34 40 35 41 28 63 34 39 23 32 24 59 22 228 89 33 33 20 25 30 1059 20 333 25 69 35 324
leaf_count=39 54 191 40 34 40 35 41 28 63 34 39 23 32 24 59 22 228 89 33 33 20 25 30 1059 20 333 25 69 35 324
internal_value=0 0.000569134 0.000512424 0.0010238 0.000640248 0.0010361 0.000973801 0.000857954 0.000725598 0.000360808 0.000987979 0.0010753 0.000322415 0.000391319 0.0010925 0.000997952 0.000993594 0.000325662 0.000542085 0.000974263 0.00102818 0.000201239 0.000120662 0.00108445 0.000989829 0.000995317 0.000952251 0.00103247 0.00108994 0.00102106
internal_weight=0 673 599 2448 325 2351 908 101 97 274 867 1443 240 153 1192 832 251 113 224 73 74 87 55 1133 793 773 358 415 1094 393
internal_count=3121 673 599 2448 325 2351 908 101 97 274 867 1443 240 153 1192 832 251 113 224 73 74 87 55 1133 793 773 358 415 1094 393
is_linear=0
shrinkage=0.00196078


Tree=5732
num_leaves=31
num_cat=0
split_feature=1 52 3 123 148 4 2 484 4 11 149 160 0 16 3 49 12 16 52 52 151 1 13 40 132 131 3 1 13 1429
split_gain=1.16918 0.275667 0.166309 0.115049 0.119513 0.110249 0.0998174 0.091341 0.0913687 0.0883555 0.0870209 0.0826982 0.0764206 0.119923 0.0769168 0.0887618 0.0757407 0.0703417 0.0697765 0.0689179 0.067107 0.0845524 0.0670681 0.0612143 0.0591906 0.0552054 0.0544318 0.0533312 0.073927 0.0528748
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.085290000000000019 -0.095079999999999984 0.40124500000000002 0.10045500000000002 -1.0000000180025095e-35 0.0082450000000000006 1.0000000180025095e-35 0.077335000000000015 -0.40698999999999991 -0.026509999999999995 0.15273500000000004 -0.0069549999999999994 0.082865000000000008 0.09320500000000001 0.037555000000000005 0.0046550000000000003 0.0060650000000000009 0.009020000000000002 0.085760000000000017 -0.077799999999999994 -0.063404999999999989 -1.0000000180025095e-35 0.091440000000000007 -0.24163499999999996 0.13604000000000002 -0.47860499999999995 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 25 3 4 -3 6 9 8 -6 20 11 -9 14 -14 22 -16 17 18 -11 27 29 -22 -8 -5 -13 -2 -15 -4 -29 -1
right_child=1 2 19 23 7 -7 12 10 -10 16 -12 24 13 26 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010905520831047354 0.012371644402321962 -0.00059987806848117286 0.0028798493621353476 0.0042363872628828339 0.015999096472348488 0.0033916674427349465 0.013223596234590962 0.012182830870151521 0.0079518969555190493 0.017240231413216817 0.012504864771935074 0.00028365142177790405 0.001615356473485008 0.01276105822250247 0.0014134463642469864 0.010396348451930945 0.0086910552395831637 0.019223888212997867 0.0095545260458796601 0.0053192094257913901 0.010026570197078401 0.0026524942408761255 0.009587450185790658 -0.0017779355216771366 0.0059389174194356825 0.0064143666625022886 0.0065334867722413037 0.0019068101853398339 -0.0063881591978398244 0.0085156209754985671
leaf_weight=1672 70 21 36 110 21 22 65 20 43 21 22 20 32 25 22 22 23 28 27 36 48 23 231 20 248 20 32 21 22 98
leaf_count=1672 70 21 36 110 21 22 65 20 43 21 22 20 32 25 22 22 23 28 27 36 48 23 231 20 248 20 32 21 22 98
internal_value=0 0.00586578 0.00513706 0.00589152 0.00674077 0.0104381 0.0105035 0.00715294 0.0105924 0.0108088 0.00644287 0.0059798 0.00912317 0.00651449 0.00980603 0.0059049 0.013719 0.0152406 0.012917 0.00169278 0.0106523 0.00763779 0.0103859 0.00331111 0.00551688 0.0110478 0.00926488 4.0229e-05 -0.00233713 0.0107732
internal_weight=0 730 640 525 395 2391 2369 374 64 1940 310 288 429 89 340 44 99 76 48 115 1841 71 296 130 268 90 57 79 43 1770
internal_count=3121 730 640 525 395 2391 2369 374 64 1940 310 288 429 89 340 44 99 76 48 115 1841 71 296 130 268 90 57 79 43 1770
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 2 47 14 2 48 4 1 3 15 4 1 1 0 12 1 47 4 49 160 2 16 10
split_gain=24.8276 4.04394 2.73957 2.14127 1.67725 1.17633 0.751802 0.711231 0.709742 0.699665 0.674376 0.515364 0.507376 0.426551 0.343273 0.586177 0.271863 0.254213 0.315879 0.270254 0.258123 0.240793 0.226489 0.22284 0.221064 0.203305 0.201433 0.198543 0.296216 0.19171
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.09253500000000002 0.10672500000000001 0.14122000000000004 0.13082500000000002 0.062655000000000016 0.14753000000000002 -0.015314999999999997 0.27834500000000006 0.080270000000000022 -0.12018999999999998 -0.41942499999999994 -0.013514999999999998 0.093100000000000002 0.075045000000000014 -0.019414999999999998 0.090285000000000018 0.11588000000000001 0.090100000000000013 -0.036839999999999991 -0.054319999999999993 -1.0000000180025095e-35 0.085730000000000015 -0.088909999999999989 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 23 10 -5 22 12 11 14 13 -7 -4 -1 -16 -13 19 21 20 -14 -19 -6 -3 -2 -8 -15 -17 -29 -18
right_child=1 2 9 6 7 8 25 -9 -10 -11 -12 16 17 26 15 27 29 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010178690547637806 0.0010431940397795509 0.00048340037053256799 0.00054390092695351031 0.00091122616492770399 0.001015292570433196 0.00067537486553192138 0.00065563822954237919 0.00055747313706472129 0.00066006745831770992 0.00060191453878167319 0.001204795374344754 0.00032457656263574667 0.00096404113284754526 0.00044918737769066437 0.00068972399312199333 0.00098536486346917644 0.00022408412984006252 0.000988031163557733 0.0006921584556283687 0.0010580833728306598 0.00079917808475692251 0.00087162534143868061 0.00079584631601827742 0.00066026909158145098 0.00081425820130343529 0.00043261172752096958 0.00025964966826453933 0.00068443245395566473 0.00098192751181419699 -8.4050498854101084e-06
leaf_weight=981 50 190 40 34 40 30 33 30 41 34 62 32 242 29 30 447 25 107 27 99 43 189 33 32 24 30 84 22 31 30
leaf_count=981 50 190 40 34 40 30 33 30 41 34 62 32 242 29 30 447 25 107 27 99 43 189 33 32 24 30 84 22 31 30
internal_value=0 0.000536508 0.000483085 0.000961745 0.000604842 0.000973524 0.000676248 0.000811639 0.000911159 0.000338666 0.00100437 0.000301373 0.000925127 0.000369889 0.000996146 0.000955938 0.000180878 0.000935725 0.000895185 0.000969825 0.000939167 0.000913704 0.000916091 0.000508895 0.000968945 0.000549435 0.000308292 0.000971911 0.000858439 9.72718e-05
internal_weight=0 673 599 2448 325 2351 97 103 778 274 1573 240 737 153 1511 530 87 707 323 384 285 296 73 222 74 63 113 500 53 55
internal_count=3121 673 599 2448 325 2351 97 103 778 274 1573 240 737 153 1511 530 87 707 323 384 285 296 73 222 74 63 113 500 53 55
is_linear=0
shrinkage=0.00196078


Tree=5734
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 2 2 42 0 15 11 4 48 48 3 1 4 15 48 2 133 3 484 43 42 480 42 42 15 42
split_gain=1.08542 0.258704 0.115892 0.118444 0.10155 0.0989125 0.0849393 0.081157 0.066375 0.0646915 0.060201 0.0654244 0.0695532 0.0824146 0.0691144 0.0672046 0.0644477 0.0561475 0.0588498 0.0551143 0.0738133 0.070851 0.0546693 0.195969 0.0554006 0.102393 0.140095 0.0559192 0.0627115 0.0574765
threshold=0.10337500000000001 -0.066704999999999987 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.11474000000000002 0.13404500000000005 -0.0060199999999999993 1.0000000180025095e-35 -0.41942499999999994 0.095720000000000013 -0.082249999999999976 0.092475000000000016 0.078735000000000013 0.092670000000000016 0.098700000000000024 0.0045450000000000013 -0.17952999999999997 0.08955500000000001 0.13712500000000002 0.089200000000000015 -0.028564999999999997 0.064170000000000019 -0.011244999999999998 0.085730000000000015 0.086995000000000017 0.090090000000000017 -0.013389999999999997 0.087575000000000014 -0.021469999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 19 7 9 10 -1 -4 -2 11 12 13 22 15 17 -16 18 -13 20 21 -3 24 -24 27 26 -26 29 -29 -6
right_child=1 2 8 -5 6 -7 -8 -9 -10 -11 -12 14 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.010397145739541605 0.0043305651377886535 0.011534080139937855 0.0027682267925947125 0.012598818093538284 0.011333379088015216 0.0051655886350604509 0.0060824516771019119 0.0044770495882339514 -0.0031717699244618418 0.010392458325958349 0.0048288247874006636 0.0099735887380889982 0.0060670918002724648 0.017604264483920166 0.0019625231949612501 0.0060285358764350615 0.0092435531483422359 0.01011705868654693 0.016580581997654269 0.0021957711365014894 0.0015319912726144223 0.0054605738535238851 0.00077434534295683824 0.01376246398386474 0.02013677099500509 0.0075659286738796669 0.011671571139975087 0.010443865644481128 0.0051796933070623451 0.015920293574491817
leaf_weight=39 20 21 76 20 230 69 49 57 25 147 20 26 25 21 20 39 31 1492 28 71 44 225 21 26 34 22 46 118 28 31
leaf_count=39 20 21 76 20 230 69 49 57 25 147 20 26 25 21 20 39 31 1492 28 71 44 225 21 26 34 22 46 118 28 31
internal_value=0 0.00563781 0.00430958 0.00510795 0.0100689 0.00835054 0.0102015 0.00688209 0.00129793 0.00966648 0.0102909 0.0103397 0.011231 0.0114547 0.0100117 0.0101283 0.00638825 0.0102317 0.0133994 0.00469294 0.00530432 0.00597904 0.0112225 0.00795926 0.0115238 0.0136078 0.0152693 0.0110015 0.0094343 0.0118782
internal_weight=0 718 482 381 2403 236 2307 96 101 167 2258 2238 602 577 1636 1585 51 1546 54 361 290 246 556 47 509 102 80 407 146 261
internal_count=3121 718 482 381 2403 236 2307 96 101 167 2258 2238 602 577 1636 1585 51 1546 54 361 290 246 556 47 509 102 80 407 146 261
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=31
num_cat=0
split_feature=1 12 1 47 15 4 376 1375 43 14 47 3 4 4 0 4 52 2 0 4 3 156 52 160 39 3 43 400 4 2
split_gain=0.884812 0.221222 0.145484 0.0982333 0.0909838 0.0853248 0.074637 0.073655 0.0843198 0.0734674 0.0631518 0.0611195 0.0844555 0.0900886 0.0630208 0.0648519 0.0614986 0.0809216 0.0606262 0.0865663 0.0801761 0.0543086 0.0537566 0.0550051 0.0653177 0.0746962 0.0534197 0.0668803 0.0519016 0.050119
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.035560000000000008 0.40124500000000002 0.080200000000000007 -0.096099999999999977 -0.078139999999999973 -0.46166999999999997 0.077555000000000013 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 -0.13843999999999998 0.0052350000000000009 0.13796000000000003 0.081685000000000021 -0.075934999999999989 -0.16363499999999997 0.083060000000000009 0.093155000000000002 0.096795000000000006 -0.046074999999999991 0.10076500000000001 -0.0096849999999999974 0.0051600000000000005 -0.065974999999999992 0.0049200000000000008 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 7 11 -5 -4 -9 -2 21 16 13 -13 -14 26 17 -3 20 -20 -10 22 23 -1 25 -25 -16 -28 -27 -11
right_child=3 5 4 6 -6 -7 -8 8 18 29 -12 12 14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.004550319439214137 0.0069540730299195276 0.016842635713517667 -0.00031575663650239061 0.0074011315514936173 0.010636854858270713 0.00451181783573702 0.00074363729273456902 0.0035677821375180879 0.012302998478031334 0.0033023549044889442 0.013477376368346401 0.0086421662006094784 0.0042397019676864147 -0.00014525576960295439 0.0098126211456214408 0.0079476997284802682 0.005721032982692123 0.010700347675827782 0.0092439653252949939 0.00085736081164213831 0.0066957168794675352 0.013181057120008128 0.0031862647928805514 0.015975839373740284 0.0049859077305249543 0.0064080582150528509 0.013435803127029669 0.007800769837258849 0.012758970954878766 0.00033030330897807809
leaf_weight=27 32 25 22 85 35 38 21 117 34 115 29 28 25 20 1316 301 20 151 20 32 102 21 22 22 23 31 23 250 22 112
leaf_count=27 32 25 22 85 35 38 21 117 34 115 29 28 25 20 1316 301 20 151 20 32 102 21 22 22 23 31 23 250 22 112
internal_value=0 0.00875729 0.00698112 0.00351783 0.00579103 0.00920921 0.00608219 0.00527237 0.00567544 0.00246832 0.00916799 0.00929189 0.00912377 0.00498074 0.00922761 0.00929359 0.0109757 0.0115728 0.00698713 0.00408298 0.00809754 0.00842411 0.00774454 0.0085468 0.00964787 0.0110775 0.00954854 0.00827552 0.00904429 0.00183597
internal_weight=0 2756 559 365 362 2197 106 327 305 259 197 2159 1963 48 1915 1890 196 176 188 52 136 168 147 125 98 75 1589 273 53 227
internal_count=3121 2756 559 365 362 2197 106 327 305 259 197 2159 1963 48 1915 1890 196 176 188 52 136 168 147 125 98 75 1589 273 53 227
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 1 2 43 2 14 4 49 52 2 11 1 2 3 4 52 13 1 1 15 159 47 3 0 52
split_gain=34.4087 5.4774 2.8069 2.54304 1.76194 1.51833 1.30405 1.26488 0.97571 0.838313 0.721215 0.613017 0.576185 0.539575 0.505286 0.481453 0.447291 0.37479 0.373956 0.376336 0.335981 0.31868 0.30155 0.280625 0.250902 0.248322 0.246609 0.235721 0.229714 0.215517
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.36766000000000004 0.09253500000000002 0.089885000000000007 -0.025214999999999998 0.13712500000000002 0.062655000000000016 -0.16363499999999997 -0.054984999999999992 0.048770000000000008 0.11448000000000001 1.0000000180025095e-35 0.12656000000000003 0.094835000000000017 -0.116045 0.0052350000000000009 1.0000000180025095e-35 -0.097984999999999989 0.13075500000000004 0.091195000000000012 -0.053579999999999996 0.0089800000000000019 0.090100000000000013 -0.012304999999999998 -0.10474999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 8 7 17 10 16 15 23 -10 -2 -6 26 18 -3 -1 -9 21 27 -20 -5 -4 -19 -23 29 -21 -16 -13
right_child=1 4 5 22 13 -7 -8 9 11 -11 -12 14 -14 -15 28 -17 -18 24 19 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012255595999785319 0.00074238605536869828 0.00054571722766577158 0.0011843726723063123 0.00067188010791474889 0.00013500624587794616 0.00066775969632790276 0.00066278946246400275 0.00090877938676964156 0.00098517078906297669 0.00080175249749877262 0.0013916647940679313 0.00081136326064693931 0.0010809457850473624 0.00044711040335061779 0.0005852814259654799 0.0012432166245587657 0.00034945306485868001 0.0010513592818204094 0.00088875811724435714 0.0009980886140406142 0.0011089497742959357 0.001118458451702928 0.00041182339602314371 0.0011066781402369467 0.00077191413450641789 0.0012524009775939152 0.0009173315655898283 0.00076977148944256356 0.00036211016423561996 0.00054191873412506256
leaf_weight=26 23 98 1111 60 57 26 69 44 20 38 60 21 121 34 61 81 82 30 21 101 108 417 24 213 21 61 22 21 25 25
leaf_count=26 23 98 1111 60 57 26 69 44 20 38 60 21 121 34 61 81 82 30 21 101 108 417 24 213 21 61 22 21 25 25
internal_value=0 0.000621582 0.00112219 0.00086871 0.000494964 0.00113891 0.000858548 0.00114429 0.000557519 0.00108671 0.0011814 0.00066222 0.00102687 0.000251617 0.000620278 0.00109939 0.000456308 0.00103397 0.00108432 0.00109492 0.0010293 0.00112517 0.000597578 0.00117187 0.000936294 0.00113555 0.000746587 0.000958788 0.000520406 0.000664926
internal_weight=0 673 2448 228 445 2302 146 2276 354 892 1384 174 144 91 154 854 180 77 773 729 230 499 84 1324 51 478 68 122 86 46
internal_count=3121 673 2448 228 445 2302 146 2276 354 892 1384 174 144 91 154 854 180 77 773 729 230 499 84 1324 51 478 68 122 86 46
is_linear=0
shrinkage=0.00196078


Tree=5737
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 2 1 2 14 2 14 0 0 1 50 4 15 2 52 47 39 43 13 42 1429 484 15
split_gain=27.6472 4.69936 2.72911 2.3074 1.67964 1.19272 0.786087 0.951256 0.74434 0.739532 0.6888 0.485965 0.40131 0.327917 0.379449 0.291011 0.274113 0.262357 0.257681 0.231534 0.227571 0.227466 0.225075 0.218999 0.214302 0.193405 0.187821 0.18107 0.406735 0.333027
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14285500000000004 0.40945500000000007 0.10672500000000001 0.09253500000000002 0.14122000000000004 0.062655000000000016 -0.090999999999999984 0.062655000000000016 -0.23091999999999999 0.18019500000000002 0.087135000000000004 0.086295000000000011 -0.013514999999999998 -0.41396999999999995 0.087675000000000017 0.11434500000000002 0.090100000000000013 0.093755000000000019 0.05259500000000001 -0.078279999999999975 0.084755000000000011 0.084770000000000012 0.073690000000000019 -0.011389999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 11 7 -4 26 -5 13 12 -1 14 -7 18 27 19 24 -8 -18 22 -3 -21 -16 -20 -6 -14 -29 -30
right_child=1 2 6 9 8 10 17 -9 -10 -11 -12 -13 16 -15 15 -17 20 -19 25 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00067580195631165342 0.00093104533574344945 0.00038708031930449294 0.00053833339101730653 0.00084772517447034379 0.00071304856300192794 0.00060471032759832103 0.00020996132475038819 0.00023443329407133316 0.00047355340203282493 0.00048684275040611965 0.00061706308131152961 0.001128833082131688 0.000978921818027581 0.0011140241627971544 0.00094871079063580017 0.00064568326315459087 0.0009236478688903261 0.00033509819419745774 0.0009154837950991788 -0.00010718856378933232 0.00073045270239897799 0.0005946772610138369 0.00057389502545177648 0.00015103304258469119 0.00083316611071281574 0.00081122620542896503 0.00091290959443142211 0.0010142384140142996 0.00091995776137884929 0.00056213395341354259
leaf_weight=20 76 171 66 34 29 20 39 99 30 61 41 62 1002 22 270 20 376 22 101 28 25 31 29 23 80 212 48 44 20 20
leaf_count=20 76 171 66 34 29 20 39 99 30 61 41 62 1002 22 270 20 376 22 101 28 25 31 29 23 80 212 48 44 20 20
internal_value=0 0.000471063 0.00041422 0.000915551 0.000532466 0.000927739 0.000269935 0.000355993 0.000735558 0.000616001 0.000864315 0.000958703 0.000951703 0.000878297 0.00087092 0.000878715 0.000955414 0.000143153 0.000885745 9.6233e-05 0.000911603 0.000438393 0.000414168 9.26432e-06 0.000922301 0.000844868 0.000837637 0.000971591 0.000884147 0.000741046
internal_weight=0 691 615 2430 338 2335 277 165 107 95 766 1569 1507 725 703 683 1487 112 663 90 401 231 200 51 350 313 77 1086 84 40
internal_count=3121 691 615 2430 338 2335 277 165 107 95 766 1569 1507 725 703 683 1487 112 663 90 401 231 200 51 350 313 77 1086 84 40
is_linear=0
shrinkage=0.00196078


Tree=5738
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 14 2 1 457 2 4 1 12 49 12 4 1 157 1 475 1 47 3 16 40 1 0 2
split_gain=21.1282 2.56818 2.1289 1.36683 1.34141 1.07195 0.789171 0.710977 0.684121 0.664982 0.524884 0.550881 0.44339 0.368296 0.31189 0.277994 0.266844 0.365813 0.263906 0.225348 0.216667 0.216441 0.192757 0.188776 0.25369 0.174218 0.168875 0.155812 0.145465 0.145265
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.076975000000000002 1.0000000180025095e-35 0.09253500000000002 0.080930000000000016 0.14122000000000004 -0.062539999999999984 0.089770000000000016 0.087005000000000013 -0.012034999999999999 0.09141500000000001 -0.51843499999999987 0.16175000000000003 -0.069619999999999987 0.13436000000000001 -0.069854999999999987 0.10538500000000002 0.08265500000000002 0.084940000000000015 0.19444000000000003 -0.077714999999999992 0.13075500000000004 -0.095504999999999993 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 15 6 26 13 -8 -4 11 21 -10 16 23 -2 17 -1 -7 -18 -14 -5 -23 24 -15 29 -3 -6 -16 -21
right_child=1 5 9 10 27 18 8 -9 12 -11 -12 -13 20 14 28 -17 19 -19 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011664001380696017 0.0005650644007997185 0.00036093306938146289 0.00082347577216475341 0.00092205649249552264 0.00049671032535387018 0.00024288286626935492 0.00077528931221374278 0.0010833486743222654 0.00071246152366298467 0.00049423660849618758 0.00054498373669375599 0.00058083232829150388 0.00043876798285599701 0.00047628561692202791 0.00071826364187633292 0.00082012768406087482 0.0006570989859093025 0.00091114356605264616 -1.2270073179437332e-06 0.00094941349651679781 0.000228589556035511 0.00081099087571167108 0.00061267866296511072 0.00086099770728368481 0.00076542575902329021 0.00072930502641361714 0.000190682738149703 0.00030450966784401848 0.00087518931992686599 0.00085353758364303258
leaf_weight=22 20 42 34 66 50 90 28 75 21 77 34 41 132 20 25 92 21 1146 21 86 22 326 20 23 28 32 48 24 248 207
leaf_count=22 20 42 34 66 50 90 28 75 21 77 34 41 132 20 25 92 21 1146 21 86 22 326 20 23 28 32 48 24 248 207
internal_value=0 0.000448574 0.000860611 0.00087279 0.00063923 0.000360797 0.000422963 0.00089618 0.00049072 0.000595085 0.000779951 0.000797586 0.000445189 0.000888624 0.00083071 0.000774581 0.000901783 0.000915951 0.0001967 0.000853956 0.000408742 0.000819156 0.000799528 0.000714938 0.000644951 0.000866676 0.000270133 0.000434375 0.000860819 0.000881679
internal_weight=0 590 2531 2420 186 404 293 1933 203 111 487 453 175 1858 344 112 1514 1168 111 346 154 412 346 71 48 325 90 74 273 293
internal_count=3121 590 2531 2420 186 404 293 1933 203 111 487 453 175 1858 344 112 1514 1168 111 346 154 412 346 71 48 325 90 74 273 293
is_linear=0
shrinkage=0.00196078


Tree=5739
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 49 4 1 1 4 1 50 1 1 40 43 50 49 12 1 2 2 2
split_gain=31.3917 4.8555 2.62147 2.27554 1.6137 1.56506 1.20271 1.04675 0.899198 0.894993 0.779309 0.574239 0.457436 0.410254 0.370133 0.366766 0.31495 0.362866 0.306106 0.249299 0.24847 0.248376 0.247979 0.208116 0.190989 0.18414 0.181997 0.179025 0.176715 0.15481
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.10613000000000002 0.062655000000000016 -0.054984999999999992 -0.15289999999999995 0.090540000000000023 0.13075500000000004 -0.013514999999999998 0.086920000000000011 0.041865000000000006 0.13265500000000002 0.12958500000000003 -0.077714999999999992 0.064745000000000011 0.079410000000000008 -0.054319999999999993 0.092855000000000007 0.122715 0.31358000000000003 0.09580000000000001 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 21 8 11 -4 20 14 -2 -12 -1 29 22 28 27 -15 -8 -3 23 -10 -11 -24 -14 -6 -18 -5
right_child=1 4 9 15 18 -7 10 -9 16 24 13 -13 26 19 -16 -17 17 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088957055031729619 0.00047751930458923738 0.00021628452959579226 0.00076735854350812435 0.00054258555730406536 2.4172811874025926e-05 0.00048947679890879716 0.00068141852871803814 0.0004398527696692184 0.00083985395283267409 0.00047555020863696072 0.00057663844277461372 0.0010717812196366135 0.00081402871494784079 0.00031005486327694514 0.00080524096117109338 0.00012005311259094419 0.00083335410207448701 0.0005678547664428389 0.00021085475963367593 8.9894889680016077e-05 0.0004059900812275123 1.6640516449971235e-05 0.00057733196079953601 0.00098260225090671333 0.00025938469848102506 0.00079263266989914314 0.00061323754872038031 -0.00017573301447555424 0.00074481400478973241 0.00033376982043201804
leaf_weight=1092 23 46 34 21 61 48 34 24 365 33 20 59 100 141 245 24 143 34 26 23 20 50 21 44 30 56 21 24 220 39
leaf_count=1092 23 46 34 21 61 48 34 24 365 33 20 59 100 141 245 24 143 34 26 23 20 50 21 44 30 56 21 24 220 39
internal_value=0 0.000348711 0.000826869 0.000581388 0.000229498 0.000839902 0.000297567 0.000847206 0.000851496 0.000510978 0.000372295 0.000882471 0.000730999 0.000311511 0.000874117 0.000324912 0.000802524 0.000761551 2.46772e-05 0.000279179 0.000579408 0.000112303 0.000835993 0.000855211 0.000372614 0.000733914 0.000779181 -3.22712e-05 0.000779693 0.000406855
internal_weight=0 673 2448 228 445 2351 334 2303 2279 97 238 1396 144 184 1337 84 883 397 111 164 54 96 486 409 63 77 121 85 363 60
internal_count=3121 673 2448 228 445 2351 334 2303 2279 97 238 1396 144 184 1337 84 883 397 111 164 54 96 486 409 63 77 121 85 363 60
is_linear=0
shrinkage=0.00196078


Tree=5740
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 0 15 150 12 4 1 4 0 47 3 3 3 49 1 4 51 131 2
split_gain=47.3659 7.88476 5.05245 3.69506 2.83377 2.44994 1.47711 1.38563 1.31406 1.26183 1.1898 0.801881 0.779463 1.02702 0.762465 0.74916 0.717279 0.600882 0.407557 0.392712 0.38153 0.377699 0.317461 0.277997 0.269986 0.228442 0.217699 0.21616 0.198897 0.334813
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.27834500000000006 0.13501500000000002 0.14285500000000004 -0.10607499999999999 -0.11033999999999998 1.0000000180025095e-35 0.09141500000000001 0.40945500000000007 0.083135000000000014 -0.52556499999999995 -0.061629999999999997 0.090100000000000013 -0.13927999999999999 -0.14847999999999997 -0.017889999999999996 -0.053364999999999996 0.11669000000000002 -0.036839999999999991 -0.085989999999999997 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 12 11 -5 -6 14 16 13 -1 21 18 -4 -15 -14 -17 25 -7 -20 -18 -10 27 -2 -3 29 -13
right_child=1 2 7 8 9 10 -8 -9 24 -11 -12 28 15 17 -16 19 23 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012327236862768468 0.0011876614683983373 0.00029130032176480575 0.0004930427292641294 0.0010331184170375371 0.0010228218564207359 0.0011817058410488451 0.0014122726316914593 0.00060989010215424327 0.0006733513852922974 0.00055174615905236675 0.00069342699340161154 8.1784558069578683e-05 0.0014428997240146669 0.0010677682197441582 0.00070062784793243596 0.0010970793950855668 0.00033925909151816193 0.00075301942708344777 0.00092238041042697191 0.00088959157436132674 0.00067264208624353032 0.001014907086047826 0.0011715928132272643 0.00011656109433299107 0.0004158186854100695 0.00031851702435574896 0.00096047452705747937 0.00051049404097712415 0.00022635783028889301 -0.0002117798490194129
leaf_weight=47 50 20 43 34 69 62 76 34 34 32 48 59 21 39 27 455 32 58 20 38 33 330 1130 66 29 43 24 128 20 20
leaf_count=47 50 20 43 34 69 62 76 34 34 32 48 59 21 39 27 455 32 58 20 38 33 330 1130 66 29 43 24 128 20 20
internal_value=0 0.00051015 0.000435553 0.0010975 0.000600902 0.00111297 0.00114449 0.000239428 0.000722461 0.00087357 0.000985838 0.000186946 0.00113323 0.000994834 0.00101934 0.00114521 0.000281916 0.000879568 0.0011722 0.00108109 0.000477958 0.00104129 0.00116726 0.000189279 0.000554805 0.000444322 0.00111398 0.000480873 5.16853e-05 7.46446e-06
internal_weight=0 673 599 2448 325 2351 1884 274 97 101 467 240 1808 144 419 1664 141 97 1171 493 224 392 1150 98 63 191 74 148 99 79
internal_count=3121 673 599 2448 325 2351 1884 274 97 101 467 240 1808 144 419 1664 141 97 1171 493 224 392 1150 98 63 191 74 148 99 79
is_linear=0
shrinkage=0.00196078


Tree=5741
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 1 457 2 4 13 1 1 0 2 4 159 12 4 150 2 15 0 475 1 48 14 1 4
split_gain=42.2929 5.01713 4.41766 2.68195 2.46596 2.09399 1.40242 1.23888 1.19904 1.11183 1.09291 0.889672 0.814246 0.676848 0.586669 0.60854 0.524252 0.508566 0.503066 0.508818 0.473448 0.469611 0.41407 0.573231 0.413838 0.320636 0.318897 0.29223 0.288969 0.27853
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.17025000000000004 0.076975000000000002 0.09253500000000002 0.080930000000000016 0.13501500000000002 0.27287000000000006 -1.0000000180025095e-35 0.089625000000000024 0.13075500000000004 -0.095504999999999993 -1.0000000180025095e-35 0.024790000000000003 0.084250000000000005 0.088245000000000004 -0.51253999999999988 0.084120000000000014 0.11411 -0.15914499999999995 -0.11173999999999999 -0.066784999999999983 0.10538500000000002 0.083985000000000018 -0.46166999999999997 0.13075500000000004 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 21 10 12 -4 9 24 11 17 18 27 20 -16 -13 26 19 -1 -14 -2 -21 -24 -5 -26 -3 -12 -6 -25
right_child=1 5 7 8 28 -7 -8 -9 -10 -11 13 16 14 -15 15 -17 -18 -19 -20 22 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.0016385754066355087 0.001166354193487534 0.00087008901940571596 0.0011693618658848424 0.0013284926460540743 0.00073077739567002826 0.0001788756821085425 0.0015532998142678753 0.00071997349085260167 0.00077248310913023515 0.00087210348505965048 0.00080920962912301114 0.00105982385422211 0.001148797311851632 0.00037372201764663567 0.00090395513410661743 0.001258747945241433 0.00069504586564956086 0.00042076997623285826 0.0012564955762442108 0.0015762408866601832 0.00080165048570507934 0.00083484232206554971 0.0011381340427478693 0.0013376395894373618 0.0011749528630059279 0.00091899662041196632 0.00059618953359769837 0.00054380290938807029 0.00046903104277851144 0.0011561856266742757
leaf_weight=20 92 26 34 67 50 55 75 77 34 48 22 33 44 98 20 263 28 40 616 24 23 20 65 749 318 20 44 58 24 34
leaf_count=20 92 26 34 67 50 55 75 77 34 48 22 33 44 98 20 263 28 40 616 24 23 20 65 749 318 20 44 58 24 34
internal_value=0 0.000657159 0.00124012 0.00125766 0.00092364 0.000534473 0.00129043 0.000857624 0.00112762 0.00115427 0.000590513 0.000702462 0.00127982 0.000482966 0.00119461 0.00123367 0.000892385 0.00059714 0.00129959 0.00132935 0.00102963 0.00110716 0.00132226 0.00131507 0.00118771 0.00115981 0.000697924 0.00061679 0.000645887 0.00132976
internal_weight=0 590 2531 2420 186 404 1933 111 487 453 349 171 1858 178 350 283 61 110 1508 892 67 112 872 848 405 338 70 80 74 783
internal_count=3121 590 2531 2420 186 404 1933 111 487 453 349 171 1858 178 350 283 61 110 1508 892 67 112 872 848 405 338 70 80 74 783
is_linear=0
shrinkage=0.00196078


Tree=5742
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 2 3 14 3 15 12 2 42 13 123 15 151 2 39 0 2 3 160 3 12 11 156 475 15 51
split_gain=1.77105 0.396262 0.150633 0.145415 0.145869 0.144298 0.136874 0.117673 0.108243 0.0942594 0.0912162 0.0932555 0.0889639 0.113302 0.0873337 0.0851505 0.0778271 0.0775278 0.0731717 0.066384 0.105013 0.0748121 0.0660424 0.0649898 0.0629457 0.062188 0.0659069 0.0586052 0.0584377 0.0883471
threshold=0.10337500000000001 -0.059315 0.31370500000000007 0.40124500000000002 0.095545000000000005 0.11474000000000002 0.076840000000000006 0.076975000000000002 0.11658 -0.0088349999999999974 -0.42850999999999995 0.15950500000000004 -0.025789999999999997 -0.0069799999999999992 1.0000000180025095e-35 -0.41942499999999994 -1.0000000180025095e-35 0.15109000000000003 0.096625000000000016 -0.076579999999999995 -0.0091949999999999983 0.086245000000000016 -0.081399999999999986 0.14121000000000003 0.095780000000000018 0.084110000000000004 0.11969000000000002 -0.080559999999999979 -0.067579999999999987 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 7 15 12 19 -8 16 -4 -12 -3 18 17 -2 -10 24 -14 21 -21 -1 -22 -18 28 -17 -27 -24 -6 -30
right_child=1 2 10 -5 14 -7 8 -9 9 -11 11 -13 13 -15 -16 25 23 -19 -20 20 22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.013236506507152255 0.0055416067241735407 0.0094289732345890619 0.0058615320668156667 0.0043879291169684042 0.011110481373791633 0.0062553639908015024 0.012642193470843312 0.017002074186965612 0.0042521530191879722 0.00086235676743936802 0.0021395786366749394 -0.0057763403228653434 0.006618202097658803 -0.00079260245547629893 0.006701322676672135 0.011054986159819945 0.015104803373105824 0.0055735194168630101 0.001827964857511688 0.004737097998573022 0.0073364076066624239 0.0092218846043882266 0.017603295824180045 0.0076950029694828493 0.010699410995129836 0.019201643505822059 0.011631284946697238 0.012015966990026042 0.013015217226003529 0.019297349901386984
leaf_weight=1408 21 31 35 22 113 73 43 71 30 22 46 22 95 44 40 113 20 21 48 22 27 48 21 29 275 23 23 177 131 27
leaf_count=1408 21 31 35 22 113 73 43 71 30 22 46 22 95 44 40 113 20 21 48 22 27 48 21 29 275 23 23 177 131 27
internal_value=0 0.00682058 0.00508772 0.0124807 0.0125555 0.0100055 0.00604778 0.0130133 0.00844029 0.00665136 0.00171354 -0.000421454 0.00446741 0.0036449 0.0112174 0.0115264 0.00826349 0.011536 0.00501029 0.012847 0.0113312 0.0131042 0.0119759 0.0107194 0.0117653 0.0123168 0.0154165 0.0126086 0.0128469 0.0140887
internal_weight=0 718 465 2403 2381 253 362 1774 144 101 103 68 218 187 607 180 79 567 143 1703 247 1456 225 49 546 159 46 198 271 158
internal_count=3121 718 465 2403 2381 253 362 1774 144 101 103 68 218 187 607 180 79 567 143 1703 247 1456 225 49 546 159 46 198 271 158
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 4 124 4 2 132 2 40 42 52 42 14 43 4 3 403 151 3 0 2 1 2 12 50 12 483
split_gain=1.43455 0.321233 0.134582 0.133873 0.175455 0.124569 0.120732 0.108935 0.0969832 0.0882362 0.0981703 0.0839963 0.0837677 0.0789147 0.0891736 0.075799 0.0906218 0.0830016 0.0815572 0.153356 0.10611 0.0784079 0.0694294 0.0593121 0.10642 0.172108 0.0883648 0.0628009 0.0589936 0.0512373
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.09173000000000002 -0.076779999999999987 -0.050494999999999991 0.13501500000000002 0.088890000000000011 0.25063000000000007 -0.077714999999999992 -0.0060199999999999993 0.12418000000000001 0.093655000000000002 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.11255999999999998 -0.019354999999999994 -0.08212499999999999 -0.10023499999999998 -0.077999999999999986 0.088850000000000012 0.08864000000000001 0.09678500000000001 0.08486500000000001 0.10861000000000003 0.090020000000000017 -0.095084999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 11 -5 -2 12 -6 15 10 -4 -3 -1 14 -9 16 -8 21 19 -19 -21 -18 -22 27 26 -26 -25 29 -24 -20
right_child=1 2 9 4 7 -7 8 13 -10 -11 -12 -13 -14 -15 -16 -17 17 18 23 20 22 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=0.01132901751746734 0.011206711042815676 0.0052883168363478039 0.0026053827061095157 0.012940997460023746 0.010951958030857372 0.0066673179232606579 0.0046568725071847441 0.0050390428934988934 0.006929231270138796 0.0067721310921985177 -0.0047474935092031954 -0.00047962078271095881 0.0053144524285463589 0.010416199301041408 -0.0010089192202250505 0.014401216994738206 0.02034805227071047 0.0008833121042698622 0.016326887147693796 0.0048477416702856629 0.016878143765709615 0.011786838718082594 0.0071893608287697842 0.014627823909160807 -0.00025309165777633264 0.01091592454326314 0.010823709412031174 0.0095597886014729752 0.013067698160088376 0.012064730175365516
leaf_weight=39 130 50 46 38 33 113 20 153 48 23 30 51 57 22 29 85 20 20 29 27 22 23 31 67 22 37 689 100 38 1029
leaf_count=39 130 50 46 38 33 113 20 153 48 23 30 51 57 22 29 85 20 20 29 27 22 23 31 67 22 37 689 100 38 1029
internal_value=0 0.00613852 0.00462564 0.00548936 0.00663289 0.0090958 0.0112326 0.00562146 0.0113772 0.00134527 -0.000297068 0.00237579 0.00775787 0.00475917 0.00407536 0.0114717 0.0113572 0.0114194 0.0113308 0.00898056 0.010353 0.0157688 0.0119864 0.0114952 0.0108416 0.00675121 0.0111608 0.0119552 0.0104267 0.0121816
internal_weight=0 718 475 376 275 243 2403 237 2307 99 76 101 96 204 182 2259 2174 2154 2111 138 118 43 91 1973 815 59 756 1158 69 1058
internal_count=3121 718 475 376 275 243 2403 237 2307 99 76 101 96 204 182 2259 2174 2154 2111 138 118 43 91 1973 815 59 756 1158 69 1058
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=31
num_cat=0
split_feature=1 1 12 0 0 124 47 12 42 14 4 0 0 2 156 13 12 15 0 160 156 402 12 402 16 50 13 50 1213 13
split_gain=1.16199 0.261553 0.218294 0.111791 0.104318 0.0907093 0.081718 0.0757229 0.0633469 0.0626497 0.0640114 0.101719 0.0972916 0.0667469 0.0624272 0.0659924 0.062504 0.0836975 0.0569538 0.089402 0.0677416 0.0707208 0.0825063 0.0872707 0.114753 0.065652 0.0629665 0.0638495 0.0611352 0.0584495
threshold=0.10337500000000001 0.13210500000000003 0.085055000000000006 0.22582000000000002 -0.11991499999999998 -0.076779999999999987 0.13082500000000002 0.092465000000000006 -0.0060199999999999993 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.15599999999999997 0.13913500000000004 0.013700000000000002 0.086705000000000018 0.08493500000000001 -0.099734999999999976 -0.085669999999999982 -0.55045999999999984 -0.080434999999999993 0.08865000000000002 0.087625000000000022 0.2506000000000001 -0.078844999999999985 0.10861000000000003 -0.083764999999999992 0.11413000000000002 0.104315 -0.091904999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -4 8 -3 -6 -1 10 11 12 -7 18 15 16 17 -12 25 -20 -21 29 -23 24 -24 28 27 -27 -13 -22
right_child=1 6 4 -5 7 9 -8 -9 -10 -11 14 13 -14 -15 -16 -17 -18 -19 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010293867335830993 0.0050731362487202768 0.0018930423391955637 0.0028743257873098962 0.002845134408701034 0.014947365191099899 0.0092728300035883806 0.0069707565463001013 0.0092823768711338458 0.0049423821932974869 0.012961095486055403 0.0096256223936124069 0.012212688725349393 0.0019304923801638117 0.0048209713841788479 0.0039447893699010219 0.0040079472459514038 0.0088352135868338243 0.017268652436525925 0.0036170701798982925 0.014513352956916942 0.0063826566510463388 0.017717470104495685 0.017379135999362916 0.0054515733605339416 0.0097954811361389907 0.0076822703491653439 0.0060849740794609967 0.015055505698546768 0.0075500740483403208 0.010106617689519849
leaf_weight=37 289 191 22 21 28 59 38 150 55 85 38 449 26 20 24 22 193 23 20 38 44 24 32 21 53 23 41 24 30 1001
leaf_count=37 289 191 22 21 28 59 38 150 55 85 38 449 26 20 24 22 193 23 20 38 44 24 32 21 53 23 41 24 30 1001
internal_value=0 0.00552467 0.00683079 0.0101093 0.00937059 0.0101734 0.00273563 0.0101735 0.00709461 0.0102971 0.0101944 0.0104082 0.00702694 0.0105661 0.00883666 0.00926204 0.00971712 0.0125074 0.01063 0.0102485 0.0103578 0.0102235 0.012423 0.0112243 0.0126505 0.0114594 0.00894896 0.0114473 0.0119207 0.00994982
internal_weight=0 718 489 2403 200 2382 229 178 92 2290 2205 1905 85 1820 300 276 254 61 1800 1233 1213 1175 130 106 85 567 88 47 479 1045
internal_count=3121 718 489 2403 200 2382 229 178 92 2290 2205 1905 85 1820 300 276 254 61 1800 1233 1213 1175 130 106 85 567 88 47 479 1045
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=31
num_cat=0
split_feature=1 4 1 484 150 12 42 14 16 15 2 15 2 475 475 475 16 49 155 4 52 40 150 52 15 2 0 11 1 475
split_gain=0.943822 0.161817 0.125762 0.120375 0.11854 0.117283 0.115434 0.0944597 0.138783 0.0930223 0.0783212 0.0764149 0.0717879 0.0683458 0.131032 0.0586392 0.0925864 0.0721506 0.0589467 0.057895 0.112321 0.110337 0.0597354 0.0571703 0.0554795 0.0524992 0.0524531 0.108767 0.0552481 0.0510847
threshold=0.10920500000000001 0.27287000000000006 0.090540000000000023 -0.020124999999999994 0.084680000000000019 0.089150000000000021 0.091295000000000015 -0.42495999999999995 -0.16927999999999996 0.035560000000000008 0.091265000000000013 -0.56368999999999991 0.14285500000000004 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 -0.010264999999999998 0.11560500000000001 0.085195000000000007 -1.0000000180025095e-35 -0.094124999999999986 -0.048394999999999994 0.11740500000000002 -0.065544999999999978 -0.099734999999999976 0.13712500000000002 0.18019500000000002 1.0000000180025095e-35 0.081315000000000012 -0.08230999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 -4 12 6 9 23 11 19 13 -9 -2 14 -1 16 -15 18 -17 20 -5 -22 24 -3 -21 -25 27 28 29 -12
right_child=1 7 3 5 -6 -7 -8 8 -10 -11 26 -13 -14 15 -16 17 -18 -19 -20 22 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.011419941165617535 0.0081932320992071997 0.0023319204481175313 0.012519402188532378 0.0088997572298063054 0.002907719223464771 0.0086592923506619759 -0.0011301004246849081 0.0076312044416554274 -0.0062786505819531161 0.012645018952233451 0.012950208990010793 0.0016961038408647633 0.0026424722539054022 0.018550658281892538 0.00024887822745811372 0.0097927415097102226 0.010105746141257319 0.0039755897951268019 0.015139887229140317 0.006430262654612307 0.0053248844005186896 -0.0020583175069519453 0.0033208602755937888 0.011978122405707836 0.012469156071993299 0.004732488335575909 0.0038079120097276962 0.015425225185311359 0.0037213469234605636 0.0084295548488030978
leaf_weight=21 170 26 46 36 82 260 23 25 20 21 26 164 27 20 21 1129 37 21 21 32 48 35 23 20 29 20 23 23 24 648
leaf_count=21 170 26 46 36 82 260 23 25 20 21 26 164 27 20 21 1129 37 21 21 32 48 35 23 20 29 20 23 23 24 648
internal_value=0 0.00440585 0.00895703 0.00762127 0.00610261 0.00717686 0.0056164 0.0026844 0.00164291 0.00630912 0.0093238 0.00248117 0.00743247 0.0098011 0.00583441 0.00993677 0.0130689 0.00978431 0.00989039 0.00565369 0.00423483 0.00221149 0.00766373 0.00598246 0.00930121 0.00835531 0.00850905 0.00865901 0.00843606 0.00860394
internal_weight=0 554 2567 553 279 507 247 275 209 224 2014 189 197 1270 42 1228 57 1171 1150 203 119 83 84 66 61 40 744 721 698 674
internal_count=3121 554 2567 553 279 507 247 275 209 224 2014 189 197 1270 42 1228 57 1171 1150 203 119 83 84 66 61 40 744 721 698 674
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=31
num_cat=0
split_feature=1 2 0 106 14 2 4 51 1 13 147 4 49 151 14 148 4 11 41 12 1 12 14 3 1429 481 51 3 1213 3
split_gain=0.777818 0.198893 0.137818 0.10774 0.101004 0.0965187 0.0925264 0.0877791 0.103431 0.0768168 0.0710378 0.133498 0.0661278 0.0721986 0.0657143 0.052453 0.0640824 0.0488032 0.0595559 0.0471897 0.0497864 0.0541623 0.0771099 0.0515163 0.0456199 0.0481258 0.0829335 0.0923101 0.0658481 0.059153
threshold=0.11829500000000003 0.10045500000000002 -0.13843999999999998 0.086340000000000014 -1.0000000180025095e-35 0.15361500000000003 0.42642000000000008 -0.40274499999999996 0.16773500000000005 -0.14179999999999995 0.089365000000000014 -0.0043399999999999992 -0.088694999999999982 0.015440000000000001 0.076975000000000002 -0.065034999999999996 -0.033174999999999989 0.075910000000000019 0.079885000000000025 0.11903500000000002 0.12040000000000002 -0.081419999999999979 -0.41790499999999997 -0.069009999999999974 -0.091739999999999988 -0.0015899999999999998 0.10876000000000001 -0.088494999999999976 -0.086554999999999979 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 9 12 -2 15 -4 14 -12 -3 -14 24 -9 -17 -16 -19 20 -18 -22 -23 -24 -6 26 27 -26 -29 -30
right_child=7 2 5 -5 10 -7 -8 8 -10 -11 11 -13 13 -15 17 16 19 18 -20 -21 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.014919753283417473 0.0088417761765110011 0.00837150365114212 0.0026308007864281539 0.0018659058101475239 0.01269430407167723 0.00075855829160321846 0.010128851257087221 -0.0012742075925836196 -0.0042136412934355794 0.0078558704096304312 0.0096998127865266393 -0.0015886598313227297 0.0032216020666484563 -0.00332900807261467 0.007798587035008327 0.0069309274062768315 0.0064272414731721466 0.015759193971462082 0.0090003434695642114 0.0067408174121131497 0.0036748432192732308 0.005221823463216424 -0.0055333853419870143 0.00024996709231454048 0.016665935376659037 0.008110953550898933 0.0037481954744593665 0.0043794656193561175 0.014399996586143972 0.0094057619659278936
leaf_weight=24 24 20 30 25 24 22 21 26 21 453 22 20 106 20 27 44 26 32 22 27 85 25 20 67 20 1641 22 22 28 155
leaf_count=24 24 20 30 25 24 22 21 26 21 453 22 20 106 20 27 44 26 32 22 27 85 25 20 67 20 1641 22 22 28 155
internal_value=0 0.00790876 0.00641275 0.00839115 0.00847038 0.00723628 0.00392243 0.00299629 0.00258488 0.00753133 0.00839432 0.00432435 0.00302972 0.00218182 0.00848009 0.00303103 0.00341176 0.0112699 0.0130056 0.00279239 0.00231433 0.00177151 0.000327015 -0.00107954 0.0083619 0.00830683 0.00960818 0.0101812 0.00954849 0.0101699
internal_weight=0 2756 672 2084 2059 505 167 365 341 483 2035 42 146 126 1993 320 294 81 54 250 223 197 112 87 1912 1888 247 225 205 183
internal_count=3121 2756 672 2084 2059 505 167 365 341 483 2035 42 146 126 1993 320 294 81 54 250 223 197 112 87 1912 1888 247 225 205 183
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 147 10 48 4 51 43 4 1 151 2 1 13 16 52 484 43 402 1 160 130 1212 402 1213 1186
split_gain=0.646048 0.228953 0.147575 0.104037 0.103999 0.105629 0.0956251 0.0833772 0.0711221 0.0665921 0.0654264 0.0671893 0.0619728 0.0610348 0.111933 0.0809818 0.0718378 0.0705949 0.0924422 0.0706478 0.0555265 0.199639 0.0528715 0.0502423 0.0493726 0.0485105 0.0591466 0.062072 0.0543613 0.0504957
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.090635000000000007 -0.079859999999999987 0.14505500000000002 -0.082249999999999976 -0.20636999999999997 -0.50775499999999985 -0.010655 0.091535000000000019 -0.08341999999999998 0.097070000000000004 0.09253500000000002 -0.066634999999999986 -0.046599999999999996 -0.087769999999999987 0.085595000000000018 -0.011244999999999998 0.14968500000000004 0.12000500000000001 0.079055000000000014 0.087820000000000023 -0.040879999999999993 0.10999000000000002 -0.0043299999999999996 0.068350000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 24 6 8 -2 9 10 -6 -12 -8 22 15 -15 -16 -18 -19 -20 25 -22 -11 -9 -1 26 -13 29 -27 -28
right_child=3 -3 -4 -5 5 -7 12 23 -10 13 11 20 -14 14 16 -17 17 18 19 -21 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=1.0922561965084501e-05 -0.0022763906578079631 0.0016640041616434852 -0.00071039068229172548 0.0084136423821161901 0.013807162660218419 0.01265256675795076 0.0064263803866924721 0.0040047854775912125 0.0014780855702701957 0.0073745268963504671 0.0038081114947357605 0.014038700060072271 -0.0014459013845771551 0.0058359039860910603 0.0022401867854979734 -0.00096669228048995137 0.0088126343158982986 0.0081670102592604817 0.0065463209444923069 0.00039432662917533891 -0.0022284548685309433 0.010669836307975598 0.01176284946517886 0.0013489010830907602 0.0065162572870030994 0.0022764650639146566 0.0087522557562423643 0.0034195510936634883 0.008387340972753796 0.013769245555713065
leaf_weight=28 39 75 23 28 21 38 20 140 20 1411 34 22 20 35 31 35 153 79 35 40 21 28 28 145 20 24 449 21 37 21
leaf_count=28 39 75 23 28 21 38 20 140 20 1411 34 22 20 35 31 35 153 79 35 40 21 28 28 145 20 24 449 21 37 21
internal_value=0 0.00711379 0.00726551 0.00256552 0.0073342 0.00741861 0.00734167 0.00206013 0.00741792 0.00746496 0.00831258 0.00813695 0.00249024 0.00715382 0.00607424 0.00243461 0.00682801 0.00729127 0.00577979 0.00326526 0.0083732 0.005142 0.00745991 0.00265355 0.00272148 0.00864903 0.00896604 0.00873875 0.00598306 0.00897642
internal_weight=0 2769 2694 352 2671 2623 2585 324 2545 2525 678 657 40 1847 408 70 338 307 154 75 623 49 1439 285 48 574 513 491 61 470
internal_count=3121 2769 2694 352 2671 2623 2585 324 2545 2525 678 657 40 1847 408 70 338 307 154 75 623 49 1439 285 48 574 513 491 61 470
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=31
num_cat=0
split_feature=1 1 12 123 4 2 4 2 1 47 43 2 13 4 1 13 0 43 1 43 1 12 47 4 0 13 52 43 13 16
split_gain=12.0504 1.51656 1.21745 1.1985 0.885319 0.668098 0.54732 0.423124 0.363251 0.333152 0.223594 0.248924 0.213281 0.201463 0.320837 0.217168 0.198445 0.511843 0.309154 0.152182 0.150549 0.13904 0.136167 0.133498 0.125189 0.11821 0.230524 0.112824 0.110114 0.110013
threshold=0.10752500000000002 0.13559000000000002 0.085055000000000006 1.0000000180025095e-35 0.36766000000000004 0.14122000000000004 0.40124500000000002 0.089885000000000007 0.077845000000000011 0.13082500000000002 -0.04890499999999999 0.11177500000000001 -0.13710499999999998 -0.015039999999999998 0.093100000000000002 -0.16152999999999998 -0.073309999999999986 -0.083684999999999996 0.090540000000000023 0.05259500000000001 0.15964000000000003 0.093965000000000007 0.08265500000000002 -0.085594999999999991 -0.074824999999999989 -0.0075049999999999987 -0.021869999999999997 -0.080324999999999994 -0.078279999999999975 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 7 21 12 -5 20 24 -12 -1 15 22 -9 23 -18 -19 -17 -3 -4 28 -14 -2 -13 -27 -10 -15 -25
right_child=1 9 6 8 -6 -7 -8 13 27 -11 11 25 16 14 -16 19 17 18 -20 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0008906664249684037 0.00023689646304224658 0.00023891965587991086 0.00080253298278727561 0.00069559964009610208 0.0004383865534480101 0.00046787719758488471 0.00039189110696721569 0.00051904318492901347 0.00048343538526097736 0.00044853808035228402 0.00058354217486054287 0.00032080152738547205 0.00078826363658609166 0.00070511211523890461 0.00046059310192765753 0.00073964149536765583 0.00038215242392347865 0.00085868715971439808 0.0006201780164178523 0.00065057035860663934 8.650936108556147e-05 0.00063352889625190175 0.00081101544814951283 0.0007418190282171206 0.00036904208183548287 0.00061214436210838019 0.0003595160896576307 0.00032398039140294188 0.0006348785570933431 0.00067313425429202259
leaf_weight=36 49 127 24 28 45 41 36 21 59 26 31 56 222 138 30 389 21 37 48 91 31 85 25 950 63 21 41 24 227 99
leaf_count=36 49 127 24 28 45 41 36 21 59 26 31 56 222 138 30 389 21 37 48 91 31 85 25 950 63 21 41 24 227 99
internal_value=0 0.00039053 0.000457454 0.000701705 0.000710843 0.000716006 0.000601509 0.000720364 0.000502478 0.000242862 0.000377423 0.00042718 0.000741679 0.000687664 0.000655991 0.000714216 0.000737784 0.000656275 0.000724 0.000722755 0.000209016 0.000670741 0.000671021 0.000744581 0.000311228 0.000386102 0.000445084 0.000437328 0.000661433 0.000735337
internal_weight=0 590 406 2531 2420 2375 145 2334 111 184 261 149 1413 921 420 501 1377 106 85 480 158 109 390 1271 112 118 62 83 365 1049
internal_count=3121 590 406 2531 2420 2375 145 2334 111 184 261 149 1413 921 420 501 1377 106 85 480 158 109 390 1271 112 118 62 83 365 1049
is_linear=0
shrinkage=0.00196078


Tree=5749
num_leaves=31
num_cat=0
split_feature=4 3 9 40 44 48 149 147 2 123 14 0 475 4 3 15 52 15 14 1 10 43 16 2 49 4 123 13 48 52
split_gain=0.587483 0.204803 0.130571 0.113723 0.0878276 0.0960248 0.0854942 0.0817487 0.0759025 0.0705008 0.065076 0.0728413 0.136875 0.202679 0.108131 0.0685229 0.0590826 0.058604 0.053578 0.0532802 0.0484211 0.0664283 0.0909091 0.0789666 0.063466 0.045596 0.0830252 0.0564991 0.0529142 0.0828872
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 0.081805000000000017 0.14871000000000004 0.07770500000000001 0.094075000000000006 0.25063000000000007 0.083965000000000012 0.062655000000000016 -0.13027499999999997 -0.014939999999999997 0.022185000000000003 -0.012304999999999998 -0.076244999999999993 0.12492500000000002 0.101845 -0.47013499999999991 0.081315000000000012 0.10223 -0.072864999999999985 -0.50339499999999993 0.11704500000000001 -0.045154999999999994 0.0052350000000000009 0.083935000000000023 0.26746000000000009 0.093265000000000015 0.092650000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 7 8 10 16 -1 11 12 -4 14 -14 -15 18 19 -2 -12 21 22 -20 24 -23 26 27 28 -13 -30
right_child=6 -3 3 -5 -6 -7 -8 -9 -10 -11 17 25 13 15 -16 -17 -18 -19 20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022815396601799875 0.006080182290946444 0.0017376525302922044 -0.0026913098245859145 0.0012050241595716216 0.011975296562856161 0.0002302653715014458 0.007856190909764596 0.0012515392777024082 -0.0035741955354090106 0.0053445494785490967 0.0089572322766550572 0.0076434690638545709 -0.0030594506068155171 0.0081189790750310457 0.0053193581426071368 0.016044424921274187 0.007165575612103567 0.0050406902958638963 0.0023851193611820541 0.014478249648778602 -0.0023108586236568435 0.00056890248553827401 -0.0063187652127817268 0.0010752598871476948 0.0071162238100282195 0.0062845789180436644 0.002724811616483041 0.011612379531074754 0.0068318258575869335 0.00048737048816222412
leaf_weight=22 30 75 20 32 38 20 28 23 22 27 44 1711 20 24 67 20 25 20 30 29 28 20 20 92 57 382 36 34 99 26
leaf_count=22 30 75 20 32 38 20 28 23 22 27 44 1711 20 24 67 20 25 20 30 29 28 20 20 92 57 382 36 34 99 26
internal_value=0 0.00689202 0.00703551 0.00713027 0.00720283 0.0071324 0.00255479 0.00718643 0.00209665 0.00192059 0.00724034 0.00714135 0.00501408 0.00619047 0.0033932 0.0117215 0.00250975 0.00983657 0.00208955 0.0111505 0.00160486 0.0021055 -0.00109643 0.00305282 0.00541562 0.00728174 0.00748159 0.00757317 0.00749836 0.00551218
internal_weight=0 2769 2694 2645 2613 2575 352 2555 324 49 2532 2439 151 131 87 44 302 93 277 73 247 219 50 169 77 2288 1906 1870 1836 125
internal_count=3121 2769 2694 2645 2613 2575 352 2555 324 49 2532 2439 151 131 87 44 302 93 277 73 247 219 50 169 77 2288 1906 1870 1836 125
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 47 1 2 4 14 2 0 1 47 14 52 3 2 0 1 49 1 15 10 12 4 4
split_gain=26.6095 4.41735 2.89136 1.8686 1.80359 1.41517 0.878275 0.813305 0.755603 0.545615 0.492206 0.528044 0.473224 0.471604 0.414234 0.246456 0.227221 0.210399 0.200142 0.196816 0.181466 0.168063 0.165133 0.163077 0.161402 0.155939 0.165177 0.141736 0.141562 0.136836
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14122000000000004 0.11474000000000002 0.13082500000000002 0.09253500000000002 0.14753000000000002 0.40945500000000007 0.062655000000000016 -0.090999999999999984 -0.22491999999999998 0.087135000000000004 0.090100000000000013 0.076175000000000007 -0.56176499999999996 -0.010424999999999999 0.087675000000000017 0.18019500000000002 0.099400000000000002 -0.054319999999999993 0.11588000000000001 -0.41942499999999994 -0.38124499999999995 0.095780000000000018 -0.036839999999999991 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 16 12 14 24 10 -5 11 -4 13 -1 -7 -15 -3 18 -16 -13 -17 22 27 -11 -6 -12 -27 -20 -2 -29
right_child=1 2 8 9 7 6 -8 -9 -10 23 25 19 -14 15 17 20 -18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00070674185319048299 0.0010249251022058374 0.00045755820431274635 0.00051885414892976112 0.00088725848018160599 0.00097623190405959545 0.00069372630997688745 0.00061706288560462418 0.0004973960616155268 0.00058291626733221816 0.00067416434477853113 0.00026166626519304425 0.00037379505861477526 0.0011665102332396871 0.001011304798000878 0.0010522879326745095 0.00096522724434280438 0.00063615711405873299 0.0011151416002869272 0.00094945540425621768 0.0002009256126909059 0.0007927372075763403 0.00073070522580368847 0.00076032149497290359 0.00047441770267837185 0.00079482785750908719 0.00020722534339509758 -8.5767234060791586e-06 0.00091486335400098057 0.00084172412996588188 0.00081937665470660135
leaf_weight=22 50 190 44 34 44 32 41 26 34 33 32 40 62 1086 39 378 32 21 306 69 25 20 26 30 33 25 30 214 24 79
leaf_count=22 50 190 44 34 44 32 41 26 34 33 32 40 62 1086 39 378 32 21 306 69 25 20 26 30 33 25 30 214 24 79
internal_value=0 0.000513548 0.000457713 0.00095378 0.000582797 0.000964784 0.00089638 0.000797241 0.000309347 0.00068708 0.000270591 0.000337551 0.000998616 0.000991727 0.000911918 0.000995938 0.000483302 0.000921822 0.000915887 0.000264364 0.000954527 0.000907639 0.000913301 0.000579047 0.000898487 0.000152835 8.95151e-05 0.000919941 0.000965509 0.000889118
internal_weight=0 673 599 2448 325 2351 778 103 274 97 240 153 1573 1511 737 1489 222 705 684 109 403 645 625 63 77 87 55 599 74 293
internal_count=3121 673 599 2448 325 2351 778 103 274 97 240 153 1573 1511 737 1489 222 705 684 109 403 645 625 63 77 87 55 599 74 293
is_linear=0
shrinkage=0.00196078


Tree=5751
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 4 1 43 4 0 3 52 0 12 2 2 1 1 4 394 11 457 16 3 1 4 12 16 15 12
split_gain=23.4634 3.65529 1.85769 1.82565 1.30793 1.09454 0.85849 0.80024 0.56313 0.54499 0.573707 0.396304 0.396122 0.388926 0.375508 0.332179 0.31938 0.308939 0.308865 0.292358 0.291241 0.280364 0.245605 0.208715 0.204532 0.173187 0.171236 0.169386 0.206886 0.187547
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.042705000000000007 0.092845000000000025 -0.025214999999999998 0.36766000000000004 -0.079119999999999982 0.086245000000000016 0.048770000000000008 -0.14649999999999996 0.13597000000000004 0.10613000000000002 0.094835000000000017 0.122715 0.12656000000000003 -0.029144999999999997 -0.079154999999999989 1.0000000180025095e-35 0.085130000000000025 -0.008904999999999998 0.14121000000000003 0.13075500000000004 -0.036839999999999991 0.090345000000000023 -0.12029499999999999 -0.064294999999999977 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 7 9 15 17 12 10 20 -6 -7 19 -9 -1 25 -3 -16 -11 -4 -12 23 -20 -5 -2 -21 29 -29 -14
right_child=1 4 5 24 11 8 -8 14 -10 13 21 -13 27 -15 18 -17 -18 -19 22 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00093410302381388612 0.00089546088757468199 0.00035954967771722774 0.00089462521836569696 0.00045978898884046799 1.3406481155337548e-05 0.00098534590836067801 0.00045981444616260286 0.00063320611996826621 0.00046669766598354416 0.00059980478420780569 0.00080246482597512686 0.00028088426135798367 0.00083673827958061751 0.00057889418250400262 0.00062154453594748878 0.00066920407706391218 0.00057844352783122685 0.00019643895627013329 0.00052512796881077392 0.00089304541794672494 0.0010265038782707066 0.0005249877451605101 0.00022485746588524479 0.00032119588576862455 0.00024561396080184899 0.00074196588911037465 0.00082039360509146965 0.00074151878711554303 0.00056170902092486728 0.00064836036958935386
leaf_weight=28 50 98 1210 60 57 29 66 42 26 20 42 34 93 24 24 52 29 82 43 173 68 21 30 35 24 65 447 89 34 26
leaf_count=28 50 98 1210 60 57 29 66 42 26 20 42 34 93 24 24 52 29 82 43 173 68 21 30 35 24 65 447 89 34 26
internal_value=0 0.000426442 0.000839831 0.000628324 0.000323007 0.000853434 0.000625351 0.000376903 0.000742345 0.00086989 0.000892638 0.000113343 0.000768791 0.000823949 0.000471723 0.000761919 0.000762331 0.000285244 0.000420342 0.000833139 0.000901642 0.000709972 0.00037563 0.00043362 0.000398596 0.000808703 0.000840666 0.00074284 0.000691815 0.00079558
internal_weight=0 673 2448 228 445 2302 146 354 297 2005 1341 91 271 664 174 80 144 180 132 640 1278 63 108 78 84 115 620 242 123 119
internal_count=3121 673 2448 228 445 2302 146 354 297 2005 1341 91 271 664 174 80 144 180 132 640 1278 63 108 78 84 115 620 242 123 119
is_linear=0
shrinkage=0.00196078


Tree=5752
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 2 2 4 14 48 3 1 0 1427 4 3 1 49 0 4 1 10 15 42 481 3 13
split_gain=30.7259 4.95625 3.17939 2.3291 1.93885 1.42239 0.844767 0.778613 0.763544 0.73526 0.705993 0.596242 0.509633 0.500922 0.482549 0.370541 0.360588 0.285213 0.276532 0.2408 0.232044 0.229676 0.235709 0.310495 0.222916 0.218758 0.211921 0.225503 0.204793 0.198613
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.10672500000000001 0.09253500000000002 0.17025000000000004 0.13501500000000002 0.40945500000000007 0.062655000000000016 -0.015314999999999997 0.30112000000000005 0.086920000000000011 -0.095504999999999993 1.0000000180025095e-35 -0.036839999999999991 0.12745000000000004 0.11588000000000001 -0.053364999999999996 0.18019500000000002 -0.013514999999999998 0.093100000000000002 -0.38124499999999995 -0.096999999999999989 0.086555000000000007 -1.0000000180025095e-35 -0.086274999999999977 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 -3 11 19 -5 10 12 13 14 -7 18 26 25 21 -2 -4 -6 -9 22 -14 29 -10 -16 27 28 -1 -24
right_child=1 2 8 7 6 9 -8 20 24 -11 -12 -13 16 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014131021983058269 0.0011666359258633034 0.00057242788284791286 0.0005457085946854812 0.0010179978424754109 0.001114049905582386 0.00079599745541938818 0.00062092583553463804 0.00075971399881847993 0.00027653880316910208 0.00078842492554994194 0.0003494273298825356 0.0013130734288790496 0.0010805411975937007 0.00031992687649506934 0.0010491232196316827 0.0010845688071826518 0.0013019688545711455 0.00090659612826272549 0.0008006043184329482 0.00088777692276880424 0.00052096188733350432 0.00083414480893635279 0.0010951595345062499 0.00080762380245767294 1.5657765068360328e-05 0.00081113854371148489 0.001093734360960463 0.0011442207974595015 0.0011958458442076867 0.00099058656592320707
leaf_weight=22 50 222 36 34 40 32 30 34 34 48 132 62 381 22 27 363 21 24 30 33 29 20 107 27 20 33 281 657 69 201
leaf_count=22 50 222 36 34 40 32 30 34 34 48 132 62 381 22 27 363 21 24 30 33 29 20 107 27 20 33 281 657 69 201
internal_value=0 0.000603562 0.00054442 0.00107662 0.000675586 0.00108891 0.000897926 0.000778867 0.000388839 0.00102404 0.00044012 0.00112477 0.00103838 0.000576159 0.00111673 0.00106097 0.00104862 0.0010823 0.00066157 0.00101176 0.000649812 0.00104139 0.00104718 0.00100924 0.000179916 0.000918232 0.00113964 0.00115689 0.00124837 0.00102692
internal_weight=0 673 599 2448 325 2351 103 97 274 837 220 1514 789 88 1452 423 757 74 66 73 63 736 716 335 54 60 1029 748 91 308
internal_count=3121 673 599 2448 325 2351 103 97 274 837 220 1514 789 88 1452 423 757 74 66 73 63 736 716 335 54 60 1029 748 91 308
is_linear=0
shrinkage=0.00196078


Tree=5753
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 14 1 2 4 3 0 15 16 0 47 4 15 15 3 10 3 49 1 3 12 2 11
split_gain=22.9941 3.83269 2.51159 2.00841 1.35318 1.21887 0.830762 0.757127 0.68675 0.677295 0.620506 0.550304 0.389147 0.387166 0.492399 0.372366 0.277399 0.252546 0.249609 0.48204 0.257224 0.247655 0.246898 0.225453 0.212488 0.20419 0.203623 0.213059 0.20132 0.226182
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.17025000000000004 0.14122000000000004 0.062655000000000016 0.09253500000000002 0.10672500000000001 0.40945500000000007 0.30112000000000005 -0.10096999999999999 -0.10653 -0.52595999999999987 -0.076579999999999995 0.090100000000000013 -0.49013999999999996 0.085550000000000015 -1.0000000180025095e-35 -0.13927999999999999 -0.38124499999999995 0.12745000000000004 -0.054319999999999993 0.085345000000000018 -0.097174999999999984 0.09202500000000001 0.10060500000000001 0.08326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 8 11 15 13 -5 -6 12 23 14 -1 -7 -15 -3 -18 20 -20 28 -8 -4 -11 -16 -23 -28 -17 -30
right_child=1 2 6 9 10 7 22 -9 -10 24 -12 -13 -14 16 25 21 18 -19 19 -21 -22 26 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010182385900441339 0.00093125262799626874 0.00046151266193019286 0.00046423710213085406 0.00086602897059941521 0.00085814425998434658 0.00061748199526613602 0.0002037369728643198 0.00059765403309061107 0.0011474117791118407 0.00063120838004566688 0.00052317932783778191 0.000293394472773463 0.00026772898288174746 0.00097007465731695198 0.00086428561572422465 0.0011558424221242173 0.0010240158632640098 0.00064980150405865385 0.00081621617840535172 0.00092324205739944805 0.00052506919585022273 0.00071299663408506823 -7.0819275535862234e-05 0.00069439075595023581 0.00040320038874603172 0.00069437470156446569 0.00093911840531707197 0.0008467988839126687 0.00075919600386245578 0.0010180056758450021
leaf_weight=50 74 190 36 34 73 21 34 41 70 33 30 132 22 1287 57 20 47 32 28 137 20 31 20 30 30 52 144 289 20 37
leaf_count=50 74 190 36 34 73 21 34 41 70 33 30 132 22 1287 57 20 47 32 28 137 20 31 20 30 30 52 144 289 20 37
internal_value=0 0.000510263 0.000458254 0.000919496 0.000574834 0.000930904 0.000319975 0.00085489 0.000957126 0.000642999 0.000760582 0.000373465 0.000493572 0.000949188 0.00085713 0.000873656 0.000958825 0.000488653 0.000896415 0.000863998 0.000694905 0.0008836 0.000102049 0.000568852 0.000522633 0.000783227 0.00086651 0.000877501 0.000986584 0.000927195
internal_weight=0 673 599 2448 325 2351 274 603 1748 97 103 220 88 1678 159 562 1519 222 232 185 48 541 54 66 63 109 464 433 77 57
internal_count=3121 673 599 2448 325 2351 274 603 1748 97 103 220 88 1678 159 562 1519 222 232 185 48 541 54 66 63 109 464 433 77 57
is_linear=0
shrinkage=0.00196078


Tree=5754
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 2 2 1 4 3 0 49 12 150 1 4 3 0 3 0 475 150 4 3 160 49 10
split_gain=32.0457 5.34355 3.35051 2.58228 1.81276 1.78127 1.32332 1.13045 0.973908 0.940619 0.896276 0.788684 0.675137 0.622398 0.864693 0.557772 0.49406 0.470258 0.45932 0.405797 0.366289 0.352892 0.286323 0.248401 0.225026 0.219533 0.20651 0.195773 0.193918 0.190753
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 0.10045500000000002 -0.022174999999999997 0.062655000000000016 0.17025000000000004 0.13501500000000002 0.092845000000000025 0.40945500000000007 0.30112000000000005 -0.10607499999999999 0.082865000000000008 0.09141500000000001 1.0000000180025095e-35 0.085345000000000018 -0.52556499999999995 0.12745000000000004 -0.060129999999999996 -0.14847999999999997 -0.14454499999999995 -0.079029999999999975 0.089910000000000018 -0.036839999999999991 -0.010424999999999999 -0.067824999999999983 -0.053364999999999996 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 6 7 -3 13 11 16 -5 12 19 14 17 18 23 22 -15 -4 -17 -20 -1 -7 -19 -2 -13 -28 -12 -10
right_child=1 2 8 10 -6 9 -8 -9 29 -11 28 26 -14 15 -16 20 -18 24 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012163619784747854 0.0011703599545301176 0.0010118388477227446 0.00053866168327856812 0.0010088852229644112 0.00055749852741948452 0.0011661456906402613 0.00059057562471994394 0.0013508441260920829 0.00023158229018734486 0.00072364629013463853 0.00072867535926510001 0.00044989516649813577 0.00028238639172412284 0.0014196831196267078 0.0012537315585254844 0.0010824832810397943 0.00075333958764196699 0.00088077499044243409 0.00088798867262044202 0.00084743824708305925 0.00088227943231815895 0.0011445051383074916 0.00092170885010786792 0.00101342768828596 0.00063248649144264138 0.00094221811619848983 0.00043218801440853693 0.00022711543690377294 0.00050560894615550231 -9.7455624856200871e-06
leaf_weight=21 50 79 36 37 201 47 45 79 34 48 31 44 22 23 36 466 26 36 21 30 38 1137 32 318 23 24 25 63 29 20
leaf_count=21 50 79 36 37 201 47 45 79 34 48 31 44 22 23 36 466 26 36 21 30 38 1137 32 318 23 24 25 63 29 20
internal_value=0 0.000599278 0.000537868 0.00108239 0.000672518 0.00109533 0.000858961 0.00112119 0.000378156 0.00098269 0.00076887 0.000436072 0.000579858 0.00111129 0.000989376 0.001122 0.00101449 0.000904405 0.0011453 0.000679015 0.00106739 0.00113985 0.00103846 0.00103309 0.000783985 0.00109637 0.000340215 0.000285375 0.00062086 0.000142202
internal_weight=0 673 599 2448 325 2351 124 1912 274 439 97 220 88 1833 148 1685 391 112 1181 66 504 1158 53 365 59 74 132 88 60 54
internal_count=3121 673 599 2448 325 2351 124 1912 274 439 97 220 88 1833 148 1685 391 112 1181 66 504 1158 53 365 59 74 132 88 60 54
is_linear=0
shrinkage=0.00196078


Tree=5755
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 1 3 14 4 3 2 12 16 1 2 2 2 1 49 2 0 2 3 47 16 4 43 12 16
split_gain=31.1081 4.89115 3.31881 2.38349 1.93472 1.60487 1.04809 0.890258 0.888262 0.876925 0.873641 0.772815 0.606649 0.596713 0.46803 0.822623 0.330028 0.553787 0.322946 0.464773 0.314093 0.301298 0.274246 0.255558 0.25389 0.213648 0.209757 0.18911 0.17196 0.255906
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.080389999999999989 0.088105000000000003 0.095545000000000005 0.09253500000000002 0.30112000000000005 0.076975000000000002 0.40473500000000007 0.12745000000000004 0.14122000000000004 -0.42850999999999995 -0.52595999999999987 0.086920000000000011 0.086000000000000007 0.13404500000000005 -1.0000000180025095e-35 0.075045000000000014 -0.039339999999999993 -0.0091949999999999983 -0.030209999999999997 0.15361500000000003 -0.016324999999999996 0.090100000000000013 0.0039400000000000008 -0.036839999999999991 -0.078139999999999973 0.090545000000000014 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 6 24 8 -1 10 14 -6 16 13 -9 -7 28 20 17 -4 21 -20 -16 27 -14 -18 -3 -21 -2 -15 -5 -30
right_child=1 2 7 5 9 11 -8 12 -10 -11 -12 -13 22 18 15 -17 23 -19 19 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00095593483812945546 0.0010726568091149423 0.00046974611768121297 0.00027918291630159655 0.0010658774339052596 0.00094357191141848076 0.00062058099400318187 0.00053976092837580464 0.00035780010553723528 0.0012629754166736461 0.00055261797593523035 0.00065543779666043492 0.0006659674001675026 0.00014946673889461832 0.0010080748758523269 0.00082140865952077537 0.00069508535649489471 0.00029606648185138219 0.00061854405789569947 0.00079442464316998999 0.0012742064853403022 0.0010211633052952087 0.00077391603838106279 -0.00012164726483931999 2.9681103860995931e-05 0.00065853555650249417 0.0010554198310520854 0.00084965236582397626 0.0009161221488299809 0.0010284041287267909 0.00081227281514336075
leaf_weight=38 50 190 51 974 71 21 60 34 68 32 37 41 32 134 33 36 45 29 23 22 365 42 26 20 32 78 24 240 250 23
leaf_count=38 50 190 51 974 71 21 60 34 68 32 37 41 32 134 33 36 45 29 23 22 365 42 26 20 32 78 24 240 250 23
internal_value=0 0.000524749 0.000465996 0.00100074 0.000600007 0.00101324 0.000701134 0.000307041 0.00104327 0.00082211 0.000386505 0.000925823 0.00014984 0.000944848 0.00103439 0.000978927 0.000317881 0.000402201 0.000957482 0.00104575 0.0010046 0.000931384 2.79329e-05 0.000214102 0.000496959 0.00110355 0.00100033 0.000949068 0.00105369 0.0010102
internal_weight=0 673 599 2448 325 2350 98 274 1749 103 182 601 92 560 1681 434 145 80 539 123 398 416 58 65 222 100 74 374 1247 273
internal_count=3121 673 599 2448 325 2350 98 274 1749 103 182 601 92 560 1681 434 145 80 539 123 398 416 58 65 222 100 74 374 1247 273
is_linear=0
shrinkage=0.00196078


Tree=5756
num_leaves=31
num_cat=0
split_feature=1 3 4 2 376 2 2 0 1 43 132 3 14 4 401 1446 15 15 16 483 160 4 475 2 159 52 1212 0 13 133
split_gain=1.27684 0.196572 0.162809 0.161758 0.150751 0.166867 0.112868 0.111575 0.0940318 0.0826632 0.07794 0.0925525 0.0656463 0.0644289 0.0809725 0.0763856 0.0636657 0.218734 0.239029 0.0751266 0.077266 0.0769177 0.0691389 0.108072 0.0627559 0.0936838 0.0707849 0.0599891 0.0735714 0.117897
threshold=0.10920500000000001 0.31299000000000005 0.41257000000000005 0.10045500000000002 0.083785000000000012 1.0000000180025095e-35 -0.0091949999999999983 -0.13027499999999997 0.092845000000000025 -1.0000000180025095e-35 0.10613500000000002 0.42240500000000009 -0.47071999999999997 -0.082249999999999976 1.0000000180025095e-35 0.037915000000000011 -0.0079099999999999986 0.084510000000000016 -0.0057949999999999989 -0.03601999999999999 0.10285000000000001 -0.0083799999999999986 -0.085734999999999992 0.08734500000000002 -0.085489999999999997 0.11277500000000001 0.10654500000000001 -0.084044999999999995 -0.020934999999999999 -0.010909999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 8 -5 -1 -7 11 -3 -4 24 15 16 19 18 -18 21 22 -15 23 -21 -8 26 27 28 29 -26
right_child=1 10 12 7 -6 9 13 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011562650295485172 0.011313455387149469 0.0019980984459780577 0.0094398804241791374 0.0061030029109793299 0.0011328386126792636 0.0022079546846306094 0.016452471887873066 0.0097608936032997674 0.0044676112489120913 0.0080484875825277413 0.0064141486780359778 -0.0056102161453704218 0.0033773694890077244 0.010959719901620701 0.012859621540355011 0.01267877641859943 -0.0021854183945833939 0.010268006577721931 0.0095448266144988955 0.010794436194769601 0.0061084631113083781 0.018207120088239513 0.01044696595771942 0.020058433450758459 0.011836822901386768 0.0054349107329141012 0.0064210463403945872 0.011499578554467248 0.01249328483221674 0.021388262859545648
leaf_weight=31 121 67 20 102 29 39 31 457 47 64 26 21 167 32 168 144 32 378 38 34 37 27 469 20 24 22 21 302 123 28
leaf_count=31 121 67 20 102 29 39 31 457 47 64 26 21 167 32 168 144 32 378 38 34 37 27 469 20 24 22 21 302 123 28
internal_value=0 0.0053044 0.00626321 0.010598 0.00791697 0.00879527 0.0110168 0.00909344 0.00728743 0.00583702 0.00160374 0.000182478 0.00402577 0.0111675 0.0108023 0.0105169 0.0102251 0.00931714 0.00418243 0.0108823 0.0105247 0.0142763 0.0108371 0.0142255 0.0120816 0.011821 0.0121031 0.0123533 0.0138265 0.0169799
internal_weight=0 554 440 2567 253 224 2008 559 78 103 114 88 187 1930 1379 1211 1067 448 70 619 560 59 523 54 551 520 498 477 175 52
internal_count=3121 554 440 2567 253 224 2008 559 78 103 114 88 187 1930 1379 1211 1067 448 70 619 560 59 523 54 551 520 498 477 175 52
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 2 4 150 4 12 0 15 4 47 1 0 4 157 11 4 4 0 12 3
split_gain=31.2278 4.97369 3.26435 2.31074 1.89967 1.63403 0.940783 0.901079 0.822135 0.75739 0.704025 0.555636 0.617542 0.515102 0.431558 0.341789 0.389113 0.681687 0.328466 0.281098 0.236963 0.232312 0.207724 0.202041 0.185214 0.184427 0.18422 0.181265 0.184727 0.177463
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.14122000000000004 0.09253500000000002 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.24564500000000003 0.09141500000000001 -0.11173999999999999 -0.11713499999999999 -0.52556499999999995 0.090100000000000013 0.076935000000000017 -0.07929499999999999 0.022185000000000003 -0.07686999999999998 0.075910000000000019 -0.0070899999999999991 -0.036839999999999991 -0.030209999999999997 0.095175000000000023 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 6 14 11 25 13 -5 12 -4 20 15 16 17 -1 -18 -3 27 -20 -19 -17 -8 -6 -2 28 -7 -23
right_child=1 2 7 10 8 9 24 -9 -10 -11 -12 -13 -14 -15 -16 23 18 22 21 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013818268377559367 0.001222955321564394 0.00061972405696323121 0.00069690183279853238 0.0010833145700386512 0.001227975720200552 0.0011614700083838038 0.0012594836260758195 0.00075745124245253669 0.00065563743982731913 0.00080310942312067401 0.000733208271607854 0.00029126890064551939 0.00041341067189743419 0.00082151925822986419 0.00092462416811316627 0.00096926377450718597 0.0014429768129789412 0.00093775672228544682 0.0012161323958010514 0.00081570289068397706 0.0011957944139271896 0.00097195873543531191 0.001165351855988596 0.0011499929281763794 0.0014636167686922271 0.00101250721120826 0.0010139663843742382 0.00092588594856382416 0.0010529208190940898 0.0011618038490947096
leaf_weight=23 50 191 40 34 21 94 25 34 24 41 63 87 113 27 25 25 23 58 1040 33 81 23 21 488 54 56 24 28 168 107
leaf_count=23 50 191 40 34 21 94 25 34 24 41 63 87 113 27 25 25 23 58 1040 33 81 23 21 488 54 56 24 28 168 107
internal_value=0 0.000675597 0.00061635 0.0011525 0.000749257 0.00116474 0.00118951 0.000458705 0.000972507 0.00105686 0.000855926 0.000416383 0.000487526 0.001083 0.00118048 0.00118402 0.00120099 0.00108475 0.00121093 0.000648596 0.00110203 0.00120636 0.000998257 0.00114119 0.00139902 0.00107127 0.00115518 0.00107584 0.00109187 0.00112822
internal_weight=0 673 599 2448 325 2351 1912 274 101 439 97 240 153 398 1833 1808 1295 102 1193 224 371 1170 79 513 79 77 74 290 262 130
internal_count=3121 673 599 2448 325 2351 1912 274 101 439 97 240 153 398 1833 1808 1295 102 1193 224 371 1170 79 513 79 77 74 290 262 130
is_linear=0
shrinkage=0.00196078


Tree=5758
num_leaves=31
num_cat=0
split_feature=1 1 12 4 3 40 0 4 11 2 150 15 43 1 3 49 49 15 1 2 48 456 40 43 4 156 1 131 0 2
split_gain=1.19785 0.18456 0.152001 0.15117 0.118777 0.129138 0.119861 0.0919648 0.0799956 0.0892001 0.0857176 0.264788 0.0838177 0.0738458 0.113837 0.0714712 0.0683251 0.074034 0.0825052 0.0644422 0.0617288 0.0609625 0.0806134 0.0606838 0.0669599 0.0974322 0.0543354 0.0670022 0.0534684 0.0640056
threshold=0.10920500000000001 0.13707500000000003 0.085055000000000006 0.27834500000000006 0.10893000000000001 0.0046150000000000002 -0.065229999999999996 -0.03898999999999999 1.0000000180025095e-35 0.091265000000000013 0.081835000000000019 -0.083359999999999976 -0.20207499999999998 0.080270000000000022 -0.10831999999999999 0.11560500000000001 -1.0000000180025095e-35 -0.30407999999999996 0.15471500000000002 0.11411 0.078735000000000013 0.060100000000000008 -0.08292999999999999 -0.079914999999999986 0.51388000000000011 0.096630000000000008 0.11588000000000001 0.095715000000000008 -0.22491999999999998 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 4 5 8 -6 -4 9 13 -11 -12 -10 15 -15 -1 -3 18 -18 26 -14 22 -16 -2 25 28 -9 -28 -25 -30
right_child=1 16 7 -5 6 -7 -8 19 12 10 11 -13 20 14 21 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.011658768823973792 0.0020890219333140475 -0.0017927884445300387 0.014438142000625915 0.0057247644475222955 0.0005806695715970515 0.0035908642726448867 0.010474437091499568 0.013153197018143076 0.0074391839927993716 0.0099667795857701687 5.1790370386751262e-05 0.012725581676932052 0.012644680856471569 0.0028432985152557241 0.0038755985588068143 0.0060138572883063363 0.0039291889224245336 0.0068932727023604369 -0.0024760559679513489 0.0042003562506151334 0.017747523020952942 0.014891105730618751 0.010351341117204009 0.00098766300827264793 0.0020407199908636119 0.013238686830736696 0.0047790350815789268 0.01200465201178477 0.010231129807310509 0.005061303220263878
leaf_weight=904 57 31 26 68 24 26 25 26 25 699 34 32 113 21 20 23 61 42 30 34 30 28 495 20 38 20 33 21 34 81
leaf_count=904 57 31 26 68 24 26 25 26 25 699 34 32 113 21 20 23 61 42 30 34 30 28 495 20 38 20 33 21 34 81
internal_value=0 0.00524965 0.00643324 0.0103769 0.0105034 0.0106009 0.00562851 0.00907138 0.0106761 0.0105194 0.00964151 0.00619666 0.0127813 0.0109698 0.0100675 0.0115187 0.002435 0.00342042 0.00181757 0.00784738 0.0137152 0.0103469 0.0100999 0.00495589 0.00580258 0.00672484 0.00939736 0.007589 0.00575983 0.00658977
internal_weight=0 554 390 2567 2499 2450 49 140 2424 2256 765 66 168 1491 564 927 164 133 91 114 143 543 515 250 193 155 80 54 135 115
internal_count=3121 554 390 2567 2499 2450 49 140 2424 2256 765 66 168 1491 564 927 164 133 91 114 143 543 515 250 193 155 80 54 135 115
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=31
num_cat=0
split_feature=1 3 123 130 2 4 2 0 1 2 132 2 0 3 401 49 133 13 14 1446 3 0 39 0 52 133 151 4 43 4
split_gain=0.970261 0.160701 0.134844 0.140917 0.127396 0.0977291 0.0867481 0.0791441 0.0727734 0.0670081 0.0642639 0.0881476 0.0614948 0.0670777 0.0706676 0.0757636 0.0593968 0.0577908 0.0567108 0.0552722 0.0618941 0.0511614 0.0505982 0.0608593 0.0498769 0.0567678 0.0483669 0.0749164 0.0474619 0.0949428
threshold=0.10920500000000001 0.30112000000000005 0.083745000000000014 -0.072444999999999982 0.10045500000000002 -0.008819999999999998 -0.0091949999999999983 -0.13027499999999997 0.092845000000000025 0.13622000000000004 0.10365500000000001 0.15361500000000003 0.14486500000000005 0.10732000000000001 1.0000000180025095e-35 0.10347500000000003 0.085635000000000003 -0.0072999999999999992 0.062655000000000016 0.11581000000000001 -0.15327499999999997 -0.062294999999999996 0.087880000000000014 -0.079119999999999982 -0.12647999999999995 0.089405000000000012 0.009020000000000002 -0.0070899999999999991 -0.064334999999999989 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 21 8 -6 -1 16 11 -3 13 14 15 28 -7 22 19 20 -8 -5 -4 -24 25 -17 -22 -28 -9 -30
right_child=1 10 17 5 7 9 18 12 -10 -11 -12 -13 -14 -15 -16 24 -18 -19 -20 -21 26 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0102024150183077 0.0010583796526158326 0.0022108808366595699 0.00835591796785593 0.014205166697502138 0.0054853725541547382 0.0081097625195980082 0.0050844495835039643 0.012172031999716178 0.0039606989514914918 0.0026650299168020294 0.0056517735187863486 -0.0045569575279606157 0.0043386542994994668 0.0033741263118350789 0.0050662809425327734 0.013088535411622039 0.0026236134297821837 -0.0011459949226783855 0.012416348396090611 0.014600396739399953 0.0098451514229928438 0.0086257466425498329 -0.0013500570241982738 0.0047565983129007859 0.0048257471692619569 0.0058197063149973043 0.0095515718724992552 0.0026332426112882484 0.011988143248308917 0.0073345668851541954
leaf_weight=31 38 67 21 27 102 139 29 99 47 38 29 27 32 21 38 22 23 28 82 23 1727 42 24 51 47 21 45 24 80 97
leaf_count=31 38 67 21 27 102 139 29 99 47 38 29 27 32 21 38 22 23 28 82 23 1727 42 24 51 47 21 45 24 80 97
internal_value=0 0.00472468 0.00563453 0.00675867 0.00933917 0.00756391 0.00971087 0.00800398 0.00644138 0.00644436 0.00153653 0.000266927 0.00856613 0.00888443 0.00917086 0.00959701 0.00733086 0.00285138 0.009843 0.00972882 0.00966742 0.010809 0.00401729 0.00280247 0.00707746 0.00953864 0.00974142 0.0071452 0.0104186 0.00943788
internal_weight=0 554 431 307 2567 269 2008 559 78 200 123 94 457 425 404 366 162 124 1930 1848 1825 69 96 75 90 43 1796 69 276 177
internal_count=3121 554 431 307 2567 269 2008 559 78 200 123 94 457 425 404 366 162 124 1930 1848 1825 69 96 75 90 43 1796 69 276 177
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=31
num_cat=0
split_feature=1 52 1 12 123 2 14 4 47 1 2 4 0 150 15 2 1 2 0 4 47 3 14 13 49 475 40 15 52 16
split_gain=41.4294 6.83203 4.18898 3.38708 3.38263 1.99505 1.48534 1.36296 1.18606 1.12846 1.0406 0.673517 0.810061 0.65207 0.634533 0.476853 0.476313 0.418914 0.403765 0.439793 0.383888 0.330547 0.316778 0.292677 0.290644 0.280435 0.234401 0.214703 0.253552 0.195324
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 0.088105000000000003 1.0000000180025095e-35 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.14753000000000002 0.033845000000000007 -0.11173999999999999 1.0000000180025095e-35 -0.097454999999999986 0.17025000000000004 0.083345000000000016 0.14530500000000005 -0.079119999999999982 -0.55119499999999988 0.093140000000000014 -0.12711499999999995 -0.46166999999999997 -1.0000000180025095e-35 -0.054319999999999993 -0.079029999999999975 -0.0036699999999999992 -0.24436499999999997 -1.0000000180025095e-35 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 17 5 6 11 -5 15 -6 13 12 14 25 -1 -4 -13 22 -14 -20 -18 -21 -3 26 -11 -7 27 -24 -29 -16
right_child=1 2 8 7 9 10 -8 -9 -10 24 -12 16 18 -15 29 -17 20 -19 19 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011221976383872655 0.0010184054932678951 0.00059583840246488847 0.00016104858669122171 0.00091889782476121766 0.00093469217918048413 0.0010897465059545373 0.0013110643452910401 0.00047362590682856242 0.00056905713377366411 0.00061842473849114108 0.00054875694288342603 0.00098734412831981357 0.0010761908857608662 0.0006326093754380098 0.00063953268188436468 -6.6315333103286278e-05 0.00054544428459313862 0.00013559156834007868 0.0012694280318287024 0.00080857123605677385 0.00089614910481412423 0.0010079785510945275 0.00022488929223474444 0.00046947740437350077 0.00035176130443860114 0.00092801071969448277 0.00023302597019234003 0.00035301175930746274 0.0006165685778434523 0.00088510166982636224
leaf_weight=23 74 30 122 82 34 47 79 39 23 33 30 108 1173 27 33 50 20 24 23 35 30 368 21 89 30 335 60 36 23 20
leaf_count=23 74 30 122 82 34 47 79 39 23 33 30 108 1173 27 33 50 20 24 23 35 30 368 21 89 30 335 60 36 23 20
internal_value=0 0.00045633 0.000386892 0.000500811 0.00100564 0.00102045 0.00104782 0.00077538 0.000150874 0.000646808 0.000901241 0.00103647 0.00104801 0.000927096 0.000850226 9.49544e-05 0.000914092 0.000383415 0.00105741 0.00100571 0.000755867 0.00099066 0.00040638 0.00038156 0.000491442 0.00094791 0.00032567 0.000395152 0.000455754 0.0007322
internal_weight=0 673 599 404 2448 2351 1912 121 195 97 439 1833 1675 409 76 172 158 283 1599 426 50 403 259 229 63 382 140 80 59 53
internal_count=3121 673 599 404 2448 2351 1912 121 195 97 439 1833 1675 409 76 172 158 283 1599 426 50 403 259 229 63 382 140 80 59 53
is_linear=0
shrinkage=0.00196078


Tree=5761
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 16 49 1 2 15 1 1 49 4 40 1 0 1 0 12 16 49 47
split_gain=28.6661 4.82341 2.26047 2.00407 1.59425 1.46416 1.3578 1.12001 0.972465 0.95717 0.868885 0.864854 0.490519 0.451273 0.405448 0.508138 0.345859 0.318869 0.313732 0.357642 0.289711 0.288904 0.274169 0.339341 0.27121 0.247327 0.189708 0.198145 0.186447 0.185906
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 0.09253500000000002 0.14122000000000004 -0.52595999999999987 -0.054984999999999992 0.086920000000000011 0.089605000000000018 -0.069954999999999989 0.11654500000000001 0.075045000000000014 -1.0000000180025095e-35 0.0067750000000000006 -0.077714999999999992 0.14000500000000002 -0.094654999999999975 0.13075500000000004 -0.030209999999999997 0.087695000000000009 0.0057500000000000008 -0.053364999999999996 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 21 -8 14 -9 -4 12 -7 -2 26 20 22 -11 25 -20 -16 -3 -6 -24 -5 -14 -1 -28 -12 -15
right_child=1 4 10 24 16 11 7 9 -10 17 28 -13 18 29 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011454744653638226 0.00073932138686874237 0.00048291458399332774 0.0010349843706914162 0.00068045816081423877 0.00048704107164167888 0.00073053216392976114 0.0010011964900041718 0.0010037418820110023 0.0013429834470361553 0.00061833730939360053 0.00074455401502472303 0.00072956843883340743 0.0010261766789151569 0.001107942846946839 0.0010905323775208863 0.00077182135440707715 6.2910849593725849e-05 0.00045342807734713832 0.00092433428171326824 0.001180069397662077 0.00092985583882944345 0.00026759748294146037 0.00044850935891130897 0.00014013231913489316 0.00043383076622643892 0.00086583916627009597 0.0011126582513687829 0.0010059700632959303 0.00053054163430170734 0.00095333388384997021
leaf_weight=728 23 46 34 60 34 21 30 20 70 113 34 41 378 67 361 23 20 75 27 95 49 50 23 34 24 41 438 79 29 54
leaf_count=728 23 46 34 60 34 21 30 20 70 113 34 41 378 67 361 23 20 75 27 95 49 50 23 34 24 41 438 79 29 54
internal_value=0 0.000618778 0.00107571 0.000850684 0.000499959 0.00108781 0.000567616 0.000647017 0.00111655 0.000595933 0.000782371 0.0010045 0.00102455 0.000991087 0.0011071 0.00105542 0.000296377 0.000552549 0.00103597 0.00112347 0.00107133 0.00037077 0.000347688 0.000264565 0.000609993 0.00101049 0.00112508 0.00109636 0.00064604 0.00103894
internal_weight=0 673 2448 228 445 2351 334 238 1748 208 97 603 562 144 1678 433 111 188 541 122 410 96 91 57 84 419 1245 517 63 121
internal_count=3121 673 2448 228 445 2351 334 238 1748 208 97 603 562 144 1678 433 111 188 541 122 410 96 91 57 84 419 1245 517 63 121
is_linear=0
shrinkage=0.00196078


Tree=5762
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 4 1 1 0 49 1 14 50 4 0 11 1 1 47 15 1 12 1 4 4 16
split_gain=42.0205 6.63488 3.17594 3.04809 2.38913 2.26793 1.63322 1.30019 1.23175 1.22593 0.800197 0.656507 0.632021 0.626111 0.520675 0.516323 0.443643 0.384153 0.383831 0.523307 0.380251 0.31737 0.28403 0.280666 0.378207 0.263103 0.259338 0.23441 0.231962 0.224717
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.092235000000000025 0.14285500000000004 -1.0000000180025095e-35 0.13501500000000002 1.0000000180025095e-35 -0.17966999999999997 0.092845000000000025 0.086920000000000011 -0.18113999999999997 -0.054984999999999992 0.12408500000000001 0.062655000000000016 0.041865000000000006 0.0067750000000000006 0.18019500000000002 1.0000000180025095e-35 0.12000500000000001 0.13075500000000004 0.10350500000000001 -0.089964999999999976 0.14754500000000001 0.08401500000000002 0.090840000000000018 -0.013125 -0.0019149999999999998 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 11 6 20 12 -8 -10 -4 15 -6 -2 -11 -1 23 25 19 27 -3 -5 -15 24 -7 28 -21 -14 -13 -9
right_child=1 5 10 21 7 16 8 29 9 14 -12 17 18 22 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013207003442728606 0.00084247892342971509 0.0006023766947347135 0.0011261931833256851 0.00074526638516949283 0.00095027285635512554 0.00045459329798613993 0.0010937365529194378 0.00073656303861472045 0.0011302640245241277 0.00067837146923328687 0.00075955496504415869 0.00099559743381014056 0.0012338351287238477 0.0012806881171178847 0.00043833941844103816 0.0015154366654720748 0.00053585093766226125 0.0010805714369874328 0.00093915643353088222 0.0015568468802113755 0.00033614003833823804 0.00047847524717498834 0.0010895840385380913 5.2492069736216054e-05 0.00015040175538826614 0.001281720787698626 0.0012971916648687101 0.0011563013905758663 0.0012627034210691264 0.0010058220472591872
leaf_weight=1085 23 30 37 60 39 33 30 26 20 142 60 25 307 67 46 55 26 51 20 21 66 24 54 22 30 332 50 293 25 22
leaf_count=1085 23 30 37 60 39 33 30 26 20 142 60 25 307 67 46 55 26 51 20 21 66 24 54 22 30 332 50 293 25 22
internal_value=0 0.000693888 0.0012471 0.000965877 0.00126145 0.000554532 0.000635228 0.00117257 0.00072231 0.000668739 0.000899407 0.00130541 0.00119312 0.00113903 0.00061964 0.0013301 0.000311717 0.00124041 0.00120683 0.00121481 0.000419339 0.00066904 0.0011954 0.000243158 0.00030974 0.00126175 0.00137399 0.00119597 0.00112915 0.000859973
internal_weight=0 673 2448 228 2351 445 334 778 238 208 97 1573 730 144 188 1140 111 433 691 671 96 84 121 85 63 382 71 600 50 48
internal_count=3121 673 2448 228 2351 445 334 778 238 208 97 1573 730 144 188 1140 111 433 691 671 96 84 121 85 63 382 71 600 50 48
is_linear=0
shrinkage=0.00196078


Tree=5763
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 1 2 47 14 1 52 1 457 12 2 4 4 159 13 1 0 15 12 4 42 13 52
split_gain=30.914 4.62017 3.15851 2.29834 2.09461 1.55567 1.26984 0.947222 0.882219 0.869544 0.786651 0.545329 0.439788 0.437005 0.384162 0.366782 0.595931 0.331201 0.254253 0.235279 0.234828 0.221792 0.215491 0.357309 0.201817 0.192393 0.191842 0.183648 0.245812 0.233257
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.13754500000000003 0.13082500000000002 0.062655000000000016 0.16540500000000002 -0.56176499999999996 0.087135000000000004 0.080930000000000016 0.086915000000000006 0.094835000000000017 0.04735000000000001 -0.036839999999999991 0.082585000000000006 -0.0044799999999999987 0.085110000000000005 -0.072894999999999988 -0.026084999999999994 0.11734000000000001 0.27287000000000006 0.086665000000000006 -0.28558999999999996 0.048770000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 8 21 6 11 -6 17 13 12 14 27 -8 -5 18 -17 -1 20 -2 25 -3 23 -22 26 -15 -23 28 29 -4
right_child=1 2 10 5 7 -7 9 -9 -10 -11 -12 -13 -14 15 -16 16 -18 -19 -20 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010339030920110677 0.0010123917694185294 0.0003757959825390163 5.0823515250540867e-05 0.0010192526222554674 0.00084990394422637466 0.00048629926703027467 0.001111773592714131 0.00047870289585602273 0.00054849848488907347 0.000616675529236129 0.00055713814346255888 0.0011886730536915897 -9.558763946016416e-05 0.00093942764681515781 0.00094614542360161376 0.00053801894976812257 0.00098050078393728773 0.00076197806856051085 0.00085965614449622118 0.00077621004014622927 0.0011480241774875211 0.00063481193053608665 0.0012188526790460395 0.00078590617533407956 0.00031116093427593271 0.00078011720649224148 0.00045744567149656588 0.00011331755309222209 0.00037370540778238804 0.00031523815612646112
leaf_weight=26 50 165 29 931 82 26 45 39 69 37 22 60 22 487 393 25 22 51 182 24 22 37 21 20 21 31 64 56 39 23
leaf_count=26 50 165 29 931 82 26 45 39 69 37 22 60 22 487 393 25 22 51 182 24 22 37 21 20 21 31 64 56 39 23
internal_value=0 0.000473572 0.00041647 0.000948077 0.000513889 0.000963208 0.000968656 0.000730261 0.000709512 0.000910965 0.00020837 0.00100584 0.000162969 0.000923701 0.000997552 0.000913252 0.000745138 0.000853797 0.000923608 0.000935792 0.000943641 0.000422666 0.00105668 0.000975587 0.000486057 0.000929894 0.000522421 0.000201664 0.000256032 0.000167776
internal_weight=0 673 599 2448 408 2302 2276 121 146 892 191 1384 169 855 1324 810 47 77 763 74 581 287 63 42 122 518 101 147 91 52
internal_count=3121 673 599 2448 408 2302 2276 121 146 892 191 1384 169 855 1324 810 47 77 763 74 581 287 63 42 122 518 101 147 91 52
is_linear=0
shrinkage=0.00196078


Tree=5764
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 1 47 4 2 4 16 2 0 49 4 1 2 4 0 16 49 47 0 12 131 49 4
split_gain=28.0259 4.43415 2.99938 2.10651 1.70967 1.47459 0.848103 0.818973 0.771463 0.727543 0.689674 0.538737 0.512583 0.456288 0.434712 0.286302 0.547186 0.279801 0.242701 0.253588 0.241279 0.314411 0.233745 0.312078 0.227292 0.206434 0.201415 0.197985 0.196099 0.186546
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.14122000000000004 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.14753000000000002 0.27834500000000006 -0.52595999999999987 -0.090999999999999984 -0.11173999999999999 0.082865000000000008 0.0082450000000000006 0.083135000000000014 0.087995000000000004 -0.013125 0.14486500000000005 -0.45661999999999997 -0.009244999999999998 0.090100000000000013 -0.079119999999999982 0.091715000000000005 0.091440000000000007 -0.053364999999999996 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 24 7 13 14 -5 11 -6 12 -4 -7 -1 16 18 25 -16 -20 21 26 -22 -24 -3 -17 -15 -2 -10 -27
right_child=1 2 9 8 10 6 -8 -9 28 -11 -12 -13 -14 20 15 17 -18 -19 19 -21 22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00089631585367754398 0.0012010171165393589 0.00063531535055288437 0.00070220022530788004 0.0010931327930439991 0.0010744346215707825 0.00080263160663047312 0.00079409407904048267 0.0013865947907044441 0.00082767310164516496 0.00074786342929666298 0.00072772475416023352 0.00031819576777455667 0.00044392153766658222 0.0012369434309608711 0.0011405112006480506 0.0011999150780350183 0.0013137739788250428 0.0010745445221727451 0.0010504874690945112 0.00077917884141881001 0.0012027954439940887 0.0009482242935145678 0.00079457254313370761 0.0010519457805986984 0.00081394204924650055 0.0012602470935864623 0.0011202895627444335 0.00097264163342176697 0.00060819111880295337 0.0011257463559032896
leaf_weight=22 54 190 40 34 71 21 41 70 34 34 32 87 113 83 29 1123 28 90 27 26 34 31 20 192 32 46 181 20 29 287
leaf_count=22 54 190 40 34 71 21 41 70 34 34 32 87 113 83 29 1123 28 90 27 26 34 31 20 192 32 46 181 20 29 287
internal_value=0 0.000686475 0.000630534 0.00113827 0.000757933 0.00114995 0.00106635 0.0011788 0.000855103 0.000479422 0.000966719 0.000441392 0.000511445 0.00108621 0.00117013 0.00117377 0.00107711 0.00118064 0.0009963 0.000917393 0.00109722 0.00113503 0.00105187 0.00102767 0.000661063 0.0011872 0.00115696 0.00113929 0.000726642 0.00114433
internal_weight=0 673 599 2448 325 2351 603 1748 97 274 103 240 153 562 1678 1656 110 1546 82 53 541 295 246 212 222 1456 264 74 63 333
internal_count=3121 673 599 2448 325 2351 603 1748 97 274 103 240 153 562 1678 1656 110 1546 82 53 541 295 246 212 222 1456 264 74 63 333
is_linear=0
shrinkage=0.00196078


Tree=5765
num_leaves=31
num_cat=0
split_feature=1 1 2 147 16 2 123 151 43 10 34 13 0 12 2 16 14 150 48 2 12 13 1 1 0 47 1 3 4 3
split_gain=1.67838 0.258204 0.192253 0.16767 0.148505 0.121181 0.10106 0.100716 0.0988943 0.088094 0.106431 0.090752 0.0809838 0.114968 0.0809648 0.0992473 0.078559 0.0751781 0.154854 0.0882994 0.0722675 0.083007 0.0721786 0.0655558 0.0620507 0.154454 0.13298 0.116359 0.0732572 0.0767595
threshold=0.10752500000000002 0.12408500000000001 0.10045500000000002 0.089810000000000015 0.40020000000000006 -0.0091949999999999983 0.08592000000000001 -1.0000000180025095e-35 0.084740000000000024 -0.005834999999999999 -0.038779999999999995 -0.072819999999999982 -0.019414999999999998 -0.081419999999999979 0.13247500000000004 0.052820000000000013 0.062655000000000016 1.0000000180025095e-35 0.082620000000000013 0.14122000000000004 -0.081419999999999979 -0.40078499999999995 0.10612500000000001 0.091535000000000019 -0.11173999999999999 0.079855000000000023 0.081670000000000006 0.084940000000000015 0.033845000000000007 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 8 7 17 -1 -2 12 -11 20 13 -3 -13 -16 24 19 -19 22 21 -12 -4 -9 25 26 -7 -28 -26 -30
right_child=1 9 6 -5 -6 16 -8 23 -10 10 11 14 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=0.0041661367237824818 0.0072737207628785442 0.0083742648970497689 0.012065018281030604 -0.0004297167528420687 0.013870967509081731 0.01291734747312687 0.0039678756401620129 0.015985227056517032 0.014325631198219278 -0.0015826714790559242 0.0029421183646523527 0.010850823713000864 -0.004275474520400167 -0.0015196433678890267 0.0085543893976137049 -0.00032333650393411516 0.015940290928622824 0.011407773164766176 0.00037731035146862271 0.0068823062633050665 0.00099737143158266451 0.011377097587101162 0.0063014601367404281 0.0082332695252262059 0.013089988732283359 0.018062985525466504 -0.00014532664557918908 0.0090538296160626829 0.015673790801139103 0.0088716939952271645
leaf_weight=29 207 23 393 20 52 54 22 20 22 21 28 50 20 24 34 20 81 35 20 41 49 20 23 24 1601 24 20 44 21 79
leaf_count=29 207 23 393 20 52 54 22 20 22 21 28 50 20 24 34 20 81 35 20 41 49 20 23 24 1601 24 20 44 21 79
internal_value=0 0.00636716 0.0122899 0.00841701 0.00904667 0.0127406 0.0106044 0.00874138 0.0079512 0.0042322 0.00519135 0.00589909 0.00105414 0.00332206 0.00795119 0.00526634 0.0128923 0.0108896 0.0073967 0.01131 0.00369889 0.00645669 0.0117464 0.0117569 0.0127583 0.0107501 0.0092627 0.00617909 0.012926 0.0103001
internal_weight=0 590 2531 301 281 1997 534 73 229 289 222 201 67 47 104 54 1924 512 55 457 97 48 416 44 1843 142 118 64 1701 100
internal_count=3121 590 2531 301 281 1997 534 73 229 289 222 201 67 47 104 54 1924 512 55 457 97 48 416 44 1843 142 118 64 1701 100
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=31
num_cat=0
split_feature=1 4 4 155 2 2 376 2 47 150 1 0 2 39 13 15 13 1 11 12 51 160 1429 43 0 12 2 42 3 403
split_gain=1.35949 0.222787 0.164859 0.140472 0.124714 0.124281 0.131841 0.10994 0.101008 0.099454 0.122454 0.0926691 0.126664 0.0885375 0.088449 0.0768421 0.121529 0.0768107 0.0751942 0.0684461 0.0745712 0.0721598 0.0675952 0.0654646 0.090328 0.0820659 0.0712005 0.066761 0.053905 0.052614
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 0.10158500000000002 0.095545000000000005 0.10803500000000001 0.080200000000000007 0.25063000000000007 0.081320000000000017 0.081835000000000019 0.094825000000000007 -0.076579999999999995 -0.0091949999999999983 0.10076500000000001 -0.23438999999999996 -0.016799999999999995 -1.0000000180025095e-35 0.13075500000000004 0.075910000000000019 0.090285000000000018 1.0000000180025095e-35 -0.054789999999999998 0.087865000000000013 -0.12152999999999999 -0.071719999999999992 0.096295000000000019 0.091545000000000015 0.095405000000000004 -0.090569999999999984 -0.54631999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 11 6 -2 17 9 13 -11 18 -13 14 -6 16 -7 -3 22 20 21 -16 -1 -14 25 27 29 -25 -23 -26
right_child=1 7 -4 -5 8 15 -8 -9 -10 10 -12 12 23 -15 19 -17 -18 -19 -20 -21 -22 28 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.011876131776031876 0.010621632183266973 0.0060299514199141412 0.0058368170420812857 0.014489884164046358 0.0043853369425050914 0.003938530759580932 0.0028231991006544346 -0.0027625121603099007 0.014952373404342396 0.010497203971380773 0.00028625656365572163 0.0040966810164690922 0.0061777254832642422 0.0041196592695390191 0.0063418408506549897 0.0010144987424657876 0.011283180209328281 0.0025923600855458067 0.015270351323852084 0.0098528161637394494 0.016823639813810586 0.016472093351185321 0.0074891204583562082 0.0096014655045499765 0.010062060966156423 0.012331261463667744 0.0086145810550078746 0.0023303073041303006 0.011144295377992802 0.015896814558928943
leaf_weight=1440 110 130 59 27 24 71 27 24 39 23 24 33 28 24 24 38 33 130 64 373 30 25 36 28 20 41 26 23 79 68
leaf_count=1440 110 130 59 27 24 71 27 24 39 23 24 33 28 24 24 38 33 130 64 373 30 25 36 28 20 41 26 23 79 68
internal_value=0 0.00573045 0.0110609 0.0076025 0.0111856 0.00693598 0.00908471 0.00371338 0.0100147 0.00970709 0.0052831 0.0116165 0.00989659 0.0100662 0.0103234 0.0048629 0.00626904 0.00431116 0.0119146 0.0105917 0.0123362 0.0112844 0.0117691 0.0107145 0.0113312 0.00900022 0.0132123 0.00632232 0.012425 0.0145707
internal_weight=0 590 2531 306 2472 279 137 284 665 626 47 1807 267 579 555 142 104 260 1540 531 158 128 1476 234 206 92 114 51 104 88
internal_count=3121 590 2531 306 2472 279 137 284 665 626 47 1807 267 579 555 142 104 260 1540 531 158 128 1476 234 206 92 114 51 104 88
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 2 0 14 2 2 1 2 0 49 12 4 49 1 157 4 13 475 1 50 2 1 49 1 4 15
split_gain=14.4164 1.68732 1.38939 0.852416 0.834766 0.765903 0.6559 0.571543 0.497794 0.577654 0.422583 0.406963 0.301711 0.439746 0.235783 0.231538 0.204649 0.189541 0.187282 0.183326 0.183079 0.187608 0.17575 0.164097 0.160659 0.155637 0.155416 0.143018 0.142665 0.137026
threshold=0.10752500000000002 -0.059315 0.10045500000000002 0.27834500000000006 -1.0000000180025095e-35 0.14753000000000002 -0.13027499999999997 0.062655000000000016 -1.0000000180025095e-35 0.10803500000000001 0.094090000000000021 0.14122000000000004 -0.11173999999999999 0.082865000000000008 0.09141500000000001 -0.52556499999999995 -0.012034999999999999 0.083135000000000014 -0.08107499999999998 -0.04890499999999999 -0.13710499999999998 -0.066784999999999983 0.12958500000000003 0.041865000000000006 0.087995000000000004 0.13436000000000001 -0.069799999999999987 0.10293500000000001 0.0061450000000000003 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 8 27 12 -3 22 -1 20 13 17 15 -14 -2 -6 -16 -11 -8 -22 -10 29 -19 -21 -26 -4 -20 -7
right_child=1 5 6 -5 7 23 11 -9 9 19 -12 -13 14 -15 18 -17 -18 24 28 25 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00068875666711598605 0.00044561147233288662 0.00021758902415710304 0.00054138206722262035 0.00035417758936409665 0.0006926235678212379 0.00020205532915341121 0.00050386058203145566 0.00089663602051031385 0.00071848153523476578 0.00051794675087519712 0.00040933832477874267 0.0004558223409249502 0.00095009792616023098 0.00083230400536240656 0.0005233842487747444 0.00074704335061519559 0.00066445526196117193 0.00063080689469963169 0.00071968871801082008 0.00034649537423505017 0.00076645347637762978 0.0006535023640464819 0.00046451523461762598 0.00028582097238401315 0.0005638147167423193 0.00018009451873948851 0.00032229905714994831 0.00038128784147277878 0.000609121399475079 2.9954248154019809e-05
leaf_weight=38 20 90 41 74 37 29 26 81 22 20 46 40 22 35 22 1159 92 29 437 128 69 313 20 23 20 26 21 45 50 46
leaf_count=38 20 90 41 74 37 29 26 81 22 20 46 40 22 35 22 1159 92 29 437 128 69 313 20 23 20 26 21 45 50 46
internal_value=0 0.000362941 0.000703297 0.00051748 0.000727053 0.000291792 0.000614456 0.000735454 0.000340107 0.000391156 0.000535742 0.000644564 0.000728327 0.000641519 0.000735621 0.000750826 0.000625376 0.000579113 0.000700343 0.000341338 0.000663068 0.000673905 0.000597545 0.000140932 0.000519114 0.000318402 0.000440112 0.000457612 0.000708337 9.65e-05
internal_weight=0 590 2531 186 1997 404 534 1913 306 216 84 448 1832 142 1690 1181 112 107 509 174 408 382 42 98 70 154 41 86 487 75
internal_count=3121 590 2531 186 1997 404 534 1913 306 216 84 448 1832 142 1690 1181 112 107 509 174 408 382 42 98 70 154 41 86 487 75
is_linear=0
shrinkage=0.00196078


Tree=5768
num_leaves=31
num_cat=0
split_feature=1 3 4 2 0 2 40 52 1 0 43 160 43 150 43 13 13 157 12 12 0 47 150 15 3 3 133 3 4 11
split_gain=1.20242 0.179651 0.156101 0.141707 0.110107 0.106594 0.104194 0.0968478 0.107919 0.0924282 0.116476 0.133939 0.118172 0.0881935 0.0934401 0.118706 0.0854206 0.0807655 0.0814443 0.112686 0.0834589 0.0768612 0.108407 0.121543 0.0685903 0.105232 0.0705279 0.0663996 0.0691872 0.0646076
threshold=0.10920500000000001 -0.028564999999999997 0.27834500000000006 0.11411 -0.036484999999999997 0.095545000000000005 0.0046150000000000002 -0.23798499999999997 0.15022500000000003 -0.076579999999999995 -0.061959999999999994 -0.077849999999999989 -0.085594999999999991 0.116995 -0.025214999999999998 -0.010739999999999998 -0.23438999999999996 -0.0045449999999999996 0.092255000000000018 0.093965000000000007 -0.072594999999999979 0.081320000000000017 0.081835000000000019 -0.083359999999999976 -0.13927999999999999 -0.10217499999999997 0.091580000000000009 0.30112000000000005 0.41379000000000005 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 9 16 -3 13 29 11 -11 -13 14 15 -9 -7 -12 -19 -20 -21 22 24 -24 -18 -26 -27 28 -16 -1
right_child=1 7 -4 -5 -6 6 -8 8 -10 10 17 12 -14 -15 27 -17 21 18 19 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.011051594255667305 0.011518461299646232 0.010548776276409627 0.0056300278674504683 0.0045689990082586696 0.004523000836682816 0.0039003204628825189 0.0023078527848701923 0.0040410457077460034 -0.0012240094751839272 -0.00053089519164391935 0.015860951760852778 0.01218204336196539 0.0048066371148969564 -0.0018223696388304234 0.011368681120409355 -0.004429209190199063 0.012534777525632474 0.0060079678206537398 0.016648180455226324 0.012268579398514704 0.0053557687469067113 0.014220436760469489 0.0004020541780986465 0.010630688940485319 0.002393860775046051 0.010730555134869316 0.0080809990573281736 0.004093966017979539 0.0054042713875632467 0.014296817131980789
leaf_weight=1480 90 20 68 93 30 25 20 78 44 21 27 42 45 23 37 21 88 39 29 40 31 38 26 21 20 289 154 77 41 64
leaf_count=1480 90 20 68 93 30 25 20 78 44 21 27 42 45 23 37 21 88 39 29 40 31 38 26 21 20 289 154 77 41 64
internal_value=0 0.00522042 0.0103574 0.00749891 0.0097696 0.010486 0.00941892 0.0037972 0.00337654 0.0108857 0.00919314 0.006637 0.00836718 0.00410731 0.00464425 0.00224432 0.00963408 0.0108562 0.00988403 0.0113957 0.00925031 0.00985946 0.00958234 0.0049723 0.00997558 0.00948916 0.00980949 0.00617711 0.00823354 0.0111861
internal_weight=0 554 2567 213 120 2499 681 341 321 1818 274 108 87 277 254 99 661 166 139 100 71 636 598 47 551 463 443 155 78 1544
internal_count=3121 554 2567 213 120 2499 681 341 321 1818 274 108 87 277 254 99 661 166 139 100 71 636 598 47 551 463 443 155 78 1544
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 2 14 4 47 52 2 3 15 4 3 1 16 43 2 3 4 2 1 4 14 4
split_gain=23.4779 2.70752 2.31996 2.09259 1.44472 0.983448 0.895315 0.866415 0.638978 0.519403 0.508387 0.493035 0.38108 0.338793 0.433998 0.473295 0.336015 0.299159 0.346402 0.259578 0.230046 0.215152 0.358364 0.198256 0.195413 0.216131 0.564724 0.18369 0.180916 0.166729
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.091545000000000015 -0.16363499999999997 0.13082500000000002 0.11389000000000002 0.076175000000000007 0.053925000000000008 0.077555000000000013 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 0.13592500000000005 -0.064054999999999987 0.090900000000000009 0.15799000000000005 -0.066924999999999985 -0.025214999999999998 0.11177500000000001 -0.14186499999999996 -0.50262499999999988 0.088930000000000023 0.081315000000000012 -0.10429499999999998 -1.0000000180025095e-35 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 9 29 10 -6 19 12 24 16 17 14 15 -9 20 -1 -19 -3 -8 -2 -23 -22 -4 -26 -27 -25 -24 -5
right_child=1 8 6 5 7 -7 11 13 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 23 22 28 27 25 26 -28 -29 -30 -31
leaf_value=0.0010199206979412286 0.00044079529247838912 0.00032711207967105448 0.0011894875098146008 0.001014065710618534 0.00099337567056303599 0.00052350662782593487 0.0010009074407410412 0.00057794168130754521 0.00060300156889713809 0.00063787743419329115 0.0012163385221669537 0.00082337778333398364 0.001148019563705526 0.00085452254202601145 0.00046110961413093466 0.00089414024918603625 0.00071380833253503479 0.00091644009709163424 0.00065744577163934345 0.00013762159006936209 0.0010308918463229674 0.00074298634729303944 0.0006463366598565114 0.00077268759555676404 0.0010176226646569967 0.00097978980422313254 0.00063800853695355217 0.00092502491680893886 0.00045862710703006669 0.00084647323667734584
leaf_weight=69 109 135 22 33 31 36 298 52 29 22 46 136 33 23 54 28 22 84 26 35 61 31 26 34 917 263 20 290 82 74
leaf_count=69 109 135 22 33 31 36 298 52 29 22 46 136 33 23 54 28 22 84 26 35 61 31 26 34 917 263 20 290 82 74
internal_value=0 0.000520178 0.000954522 0.000614938 0.000821812 0.000803842 0.000981077 0.000693816 0.00033399 0.000924645 0.00101398 0.00093147 0.000954404 0.000634668 0.000596931 0.000688611 0.000952322 0.00091871 0.000855223 0.000288099 0.000960005 0.000506014 0.000557156 0.000928345 0.00100636 0.001003 0.000955636 0.000909039 0.000503816 0.000898161
internal_weight=0 590 2531 391 422 143 2109 188 199 234 1268 841 212 157 134 80 705 179 110 170 683 248 139 385 1222 1200 283 324 108 107
internal_count=3121 590 2531 391 422 143 2109 188 199 234 1268 841 212 157 134 80 705 179 110 170 683 248 139 385 1222 1200 283 324 108 107
is_linear=0
shrinkage=0.00196078


Tree=5770
num_leaves=31
num_cat=0
split_feature=1 1 12 2 47 2 4 123 2 14 43 2 4 150 0 47 1 12 4 16 131 2 160 47 10 2 133 16 3 475
split_gain=18.1455 3.11394 2.08531 1.35267 0.732529 0.720105 0.602691 0.563714 0.598444 0.512865 0.476887 0.413961 0.464695 0.370632 0.272347 0.516559 0.387767 0.255951 0.268006 0.216169 0.184942 0.271905 0.180131 0.165993 0.165301 0.412552 0.173221 0.158455 0.152667 0.148959
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 0.099515000000000006 0.12958500000000003 -1.0000000180025095e-35 0.40473500000000007 0.084025000000000016 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.090455000000000021 -0.52556499999999995 -0.037154999999999994 0.082750000000000004 0.31358000000000003 -1.0000000180025095e-35 0.10350500000000001 -1.0000000180025095e-35 0.10497000000000002 -1.0000000180025095e-35 -0.073404999999999984 -0.0025099999999999996 -0.079029999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 5 11 10 23 8 13 14 -1 12 -3 29 15 16 -7 18 -16 -6 21 -13 -14 -4 -2 -26 -27 -19 -24 -5
right_child=1 4 6 7 19 9 -8 -9 -10 -11 -12 20 22 -15 17 -17 -18 27 -20 -21 -22 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=0.00048198408689819461 0.00032948935558198652 0.00049080829267206716 0.00086509145508177393 0.00088036274041782231 0.00039084792750418868 0.00082004959744206023 0.00050239251086524892 0.00045760251314677126 0.00053195758575110951 0.0010007211557355822 0.00079538785295524435 0.00017975174235952118 0.0003923866392350664 0.00055310136766410333 0.0010876320360922347 0.0010085839266870537 0.00058780320641179545 0.0008457247467552405 0.00085855055735792622 0.0006568628643581426 0.00032236033950147093 -8.5972432120173583e-05 0.0002892747090339384 0.00071888205662272333 0.0006909645759925789 0.00027150392946131437 0.00045857323454585468 0.00078015637459153352 0.00011464299555903497 0.00076472478917698986
leaf_weight=35 38 43 72 49 24 52 32 29 48 78 40 57 25 30 20 25 59 271 1075 23 20 20 38 51 28 22 141 297 39 340
leaf_count=35 38 43 72 49 24 52 32 29 48 78 40 57 25 30 20 25 59 271 1075 23 20 20 38 51 28 22 141 297 39 340
internal_value=0 0.000450766 0.000566473 0.000814303 0.000297023 0.000837536 0.000742104 0.000722866 0.000739339 0.000845065 0.000649133 0.000253519 0.000319848 0.000763096 0.000838316 0.000753953 0.000696603 0.000845215 0.000862735 0.000521025 0.000154367 0.000110732 0.000247776 0.000804468 0.000447596 0.000471094 0.000433325 0.00081144 0.000200825 0.000779291
internal_weight=0 673 384 2448 289 1952 155 496 467 1877 75 242 145 419 1799 136 111 1663 1095 47 97 77 102 123 229 191 163 568 77 389
internal_count=3121 673 384 2448 289 1952 155 496 467 1877 75 242 145 419 1799 136 111 1663 1095 47 97 77 102 123 229 191 163 568 77 389
is_linear=0
shrinkage=0.00196078


Tree=5771
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 44 1 2 2 14 4 52 1 2 1 47 0 11 16 131 15 49 51 15 48 1 16
split_gain=20.6158 3.29716 2.13367 1.44448 1.27968 1.05185 0.890528 0.597004 0.532729 0.525017 0.491584 0.457738 0.44145 0.380349 0.247516 0.275016 0.284789 0.235693 0.213122 0.196523 0.259769 0.227579 0.17674 0.170313 0.166647 0.166091 0.163354 0.155877 0.145409 0.133419
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.094585000000000016 0.09253500000000002 0.11474000000000002 0.14960000000000004 0.062655000000000016 0.40945500000000007 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.090540000000000023 0.090100000000000013 0.18019500000000002 1.0000000180025095e-35 0.27776000000000006 0.091440000000000007 -1.0000000180025095e-35 -0.053364999999999996 -0.13782999999999998 -0.40580499999999992 0.086665000000000006 0.11588000000000001 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 18 6 7 12 11 -5 28 13 17 -4 -9 19 -17 -1 -3 20 21 25 -2 -18 -11 -16 -13 -28 -6 -7
right_child=1 2 8 9 10 29 -8 14 -10 24 -12 26 -14 -15 15 16 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00088413948338964563 0.00089557101285881813 0.000397254987970625 0.00042981488655749049 0.00079614995181723788 0.0008391335267912257 0.00046549949229586013 0.00047420875779566129 0.00095565619681655452 0.00056370615580662051 0.00058694820219463951 0.00045351306356484036 0.00023895587477432544 0.0010451172996930166 0.0002358755954199829 0.00098760999417772492 0.00049933270011253718 0.00063562688090690745 0.00081684580021330997 0.00057022410134474437 0.00062571676374942645 0.0010233546199362262 0.00073562059077326276 0.00067979582238431068 0.00085973869004816398 0.0003846180988595323 0.0008243814753614079 -5.9974333994224468e-05 0.00015916132654708164 0.00066695167631601474 0.00067388493106065688
leaf_weight=1092 54 190 59 34 44 27 24 45 22 34 26 29 59 114 25 21 22 245 32 20 24 114 20 32 29 580 24 26 33 21
leaf_count=1092 54 190 59 34 44 27 24 45 22 34 26 29 59 114 25 21 22 245 32 20 24 114 20 32 29 580 24 26 33 21
internal_value=0 0.000446782 0.000398543 0.000834274 0.000505995 0.000843949 0.000849936 0.000853893 0.000271091 0.000599786 0.000686627 0.000245545 0.000879133 0.000302017 0.00081399 0.000806382 0.000693086 0.000871808 0.000422187 0.000817519 0.000822682 0.000815984 0.000837253 0.000768434 0.000493812 0.000831126 0.00012188 5.39762e-05 0.000765341 0.000556668
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 103 252 1396 173 883 838 75 1337 222 763 743 719 74 54 63 605 79 50 77 48
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 103 252 1396 173 883 838 75 1337 222 763 743 719 74 54 63 605 79 50 77 48
is_linear=0
shrinkage=0.00196078


Tree=5772
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 43 2 47 12 3 12 2 4 1 42 457 4 1 1 14 15 47 160 10 3 16 0 15 14 0
split_gain=25.7981 4.20465 2.94483 2.1022 1.45625 0.824963 0.771851 0.730781 0.690093 0.634215 0.615958 0.511288 0.509243 0.445116 0.507964 0.443353 0.43037 0.378276 0.482918 0.375408 0.286983 0.269146 0.258236 0.246278 0.215016 0.223627 0.203026 0.320382 0.189151 0.20119
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.065819999999999976 0.088725000000000012 -0.04890499999999999 0.11474000000000002 0.13082500000000002 0.051320000000000005 0.11658 0.090285000000000018 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.11688500000000002 0.089030000000000012 0.033845000000000007 1.0000000180025095e-35 0.084785000000000013 0.076175000000000007 -0.41942499999999994 0.090100000000000013 -1.0000000180025095e-35 -0.38124499999999995 -0.14186499999999996 -0.073404999999999984 -0.11242999999999999 -0.095244999999999982 -0.23083499999999998 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 21 13 -6 11 -1 15 19 12 -4 14 -5 17 24 -7 -19 26 -13 28 -14 -22 -12 -26 27 -10 -3 -30
right_child=1 2 7 5 6 9 -8 -9 10 -11 16 20 22 -15 -16 -17 -18 18 -20 -21 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00071253954808701543 0.00095308381742311647 0.0006076974720045557 0.00052819631231364379 0.00094979559840942295 0.00087506120399813143 0.00084774306230187143 0.00047233845896674985 0.0005769713676503441 0.0010400277653745576 0.00064254650207941875 0.0010676238806016985 0.00029744230240455591 0.00043028969131284181 0.00058939064967831664 0.00061573357217841677 0.00062873113206496421 0.00083355033386717822 0.0011824009405302005 0.00093294934268827443 0.001184411749470987 0.00020763379729845947 0.00065928112186460506 0.00021568511360507312 -5.5874155018649068e-05 0.00098741764983348562 0.00091198413410420367 0.0010068995832728271 0.00068906244328793354 0.00061004861287347091 0.00041186437601255845
leaf_weight=38 74 31 40 42 77 122 24 34 20 38 62 32 29 68 30 20 128 39 127 45 25 33 84 30 278 331 1040 20 23 137
leaf_count=38 74 31 40 42 77 122 24 34 20 38 62 32 29 68 30 20 128 39 127 45 25 33 84 30 278 331 1040 20 23 137
internal_value=0 0.000512138 0.000457664 0.000945606 0.000583899 0.000830157 0.000779365 0.000307933 0.000974204 0.000881544 0.000979372 0.000269819 0.000338064 0.000703157 0.000810603 0.000911031 0.000937742 0.000930635 0.000991555 0.00100894 0.000149802 0.000495765 0.000270761 6.39022e-05 0.000957618 0.000946418 0.00100163 0.000864545 0.000467514 0.000440353
internal_weight=0 673 599 2448 325 486 101 274 1962 346 1924 240 153 140 72 308 799 288 166 1125 87 224 113 55 671 609 1080 40 191 160
internal_count=3121 673 599 2448 325 486 101 274 1962 346 1924 240 153 140 72 308 799 288 166 1125 87 224 113 55 671 609 1080 40 191 160
is_linear=0
shrinkage=0.00196078


Tree=5773
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 2 4 1 1 48 14 3 4 0 11 12 3 47 1 1420 3 13 1 1 4 1 49
split_gain=29.5512 4.81369 3.04448 2.19739 1.72511 1.44057 0.807938 0.807801 0.793913 0.78192 0.723522 0.596606 0.465823 0.438266 0.426314 0.378807 0.342045 0.326156 0.251521 0.249967 0.245496 0.219072 0.209262 0.273025 0.447436 0.208184 0.202119 0.195518 0.308678 0.193643
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13501500000000002 0.17025000000000004 0.10672500000000001 0.40945500000000007 0.09253500000000002 0.086920000000000011 -0.015314999999999997 0.062655000000000016 0.30112000000000005 0.0067750000000000006 0.18019500000000002 1.0000000180025095e-35 0.08401500000000002 0.12745000000000004 0.090100000000000013 0.090840000000000018 -0.080064999999999983 -0.12018999999999998 0.043850000000000007 0.15799000000000005 0.11588000000000001 -0.013514999999999998 0.086920000000000011 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 11 12 9 26 14 -5 13 -7 22 19 18 17 27 -13 -4 -3 -19 -1 24 -24 -9 -6 -14 -29 -12
right_child=1 2 7 10 8 6 -8 25 -10 -11 29 15 16 -15 -16 -17 -18 21 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00119047148429713 0.0009677348728526125 0.00044193598216878187 0.00044995588374736032 0.00090116498746931756 0.00097979677585410124 0.00068981625726355204 0.00065952949838414543 0.00016763186540434704 0.00050719414381127732 0.00024270522574198542 0.00064664079089065741 0.00083634580353967377 0.00095758456218490381 0.0012029323422760036 0.00024493657004373705 0.00078743356052658634 0.00067832528969601676 0.0012196562215622327 0.00098689616527751467 0.00069229944809979084 0.00062757803460436999 0.00099050175402722799 0.00065983803934103742 0.0010257946120597809 0.0010446494223260592 -8.2105841665040886e-05 0.00077249273277079852 0.00090784098263571502 0.00068515834916905581 0.00042853729170951748
leaf_weight=28 74 190 36 34 40 32 48 33 30 132 34 49 334 55 22 51 20 23 330 30 32 53 21 954 26 21 33 301 26 29
leaf_count=28 74 190 36 34 40 32 48 33 30 132 34 49 334 55 22 51 20 23 330 30 32 53 21 954 26 21 33 301 26 29
internal_value=0 0.000495934 0.000437648 0.000959862 0.000566001 0.000971795 0.000906516 0.000285404 0.000775728 0.00033815 0.000670649 0.00100788 0.000921542 0.0010324 0.000481318 0.000946083 0.000931338 0.000938204 0.000967432 0.000560112 0.000468695 0.00105985 0.00102328 0.00101861 0.000872712 7.05116e-05 0.000886084 0.000924217 0.000890135 0.000546244
internal_weight=0 673 599 2448 325 2351 837 274 103 220 97 1514 789 1084 88 430 757 737 379 66 222 76 1029 1001 47 54 73 661 327 63
internal_count=3121 673 599 2448 325 2351 837 274 103 220 97 1514 789 1084 88 430 757 737 379 66 222 76 1029 1001 47 54 73 661 327 63
is_linear=0
shrinkage=0.00196078


Tree=5774
num_leaves=31
num_cat=0
split_feature=1 1 4 457 2 2 133 0 4 0 3 1 2 2 4 13 43 2 2 34 15 0 15 0 15 31 2 1 151 150
split_gain=1.69951 0.26574 0.192486 0.143344 0.139232 0.135124 0.170473 0.101685 0.105655 0.136657 0.114207 0.0988801 0.11824 0.140254 0.0922033 0.0897568 0.0896768 0.0834878 0.0834365 0.143986 0.115038 0.14146 0.0822537 0.080369 0.0801706 0.0796281 0.0718609 0.0697422 0.092284 0.0656597
threshold=0.10752500000000002 0.12408500000000001 0.27834500000000006 0.094310000000000019 0.095545000000000005 0.10803500000000001 0.085635000000000003 0.18019500000000002 -0.39518999999999993 0.034820000000000011 0.10542000000000001 0.089625000000000024 -0.0091949999999999983 0.090425000000000019 -0.111605 -0.13710499999999998 -0.078654999999999989 0.11362000000000001 0.13754500000000003 -1.0000000180025095e-35 -0.079929999999999987 -0.10474999999999998 -0.41942499999999994 -0.067094999999999988 -0.042209999999999991 -0.077289999999999984 0.099185000000000009 0.093100000000000002 -0.078349999999999989 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 11 6 24 8 26 10 27 15 23 -14 -3 -1 -7 -18 19 25 21 -20 -23 -13 -2 -16 -6 28 -10 -29
right_child=1 14 -4 -5 7 16 -8 -9 9 -11 -12 12 13 -15 18 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.017386812620008223 0.012041661746531044 0.0097892165184021007 0.0067060516121150082 0.00029074218124151228 0.019705926664173604 0.0029273425873655541 0.0053100760447595159 0.0044006913545585813 0.018638952688779683 0.0038164578951322119 0.0040296455091308981 0.010716701591653485 0.012654392554590447 0.0040010003093630076 0.004695798000267877 0.013155677126930205 0.014176376689491527 0.0072090057196634782 0.0095212010410460415 0.0072756904123681011 -0.0043668511770665643 0.0049708313024085437 -0.0022883047368629154 0.0018591922894120217 0.018950556975852868 -0.0038123858182437043 0.013085709951029948 0.011403473326936364 0.011681265389908298 0.0047074229766925178
leaf_weight=52 71 27 59 20 20 39 33 21 20 26 21 21 295 20 22 1399 21 95 26 103 25 27 37 20 22 22 91 32 407 27
leaf_count=52 71 27 59 20 20 39 33 21 20 26 21 21 295 20 22 1399 21 95 26 103 25 27 37 20 22 22 91 32 407 27
internal_value=0 0.00639103 0.0123509 0.00847058 0.0124856 0.00905277 0.0114849 0.0112485 0.0114718 0.0108873 0.0112499 0.0129409 0.0114475 0.012105 0.00422514 0.0133073 0.00707565 0.00847034 0.00365174 0.00523014 0.00163413 0.00330107 0.000774143 0.00639597 0.013676 0.000441706 0.0142785 0.0115619 0.0120072 0.00833918
internal_weight=0 590 2531 301 2472 281 126 665 644 533 507 1807 356 315 289 1451 155 116 262 147 115 90 64 41 93 44 111 486 427 59
internal_count=3121 590 2531 301 2472 281 126 665 644 533 507 1807 356 315 289 1451 155 116 262 147 115 90 64 41 93 44 111 486 427 59
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=31
num_cat=0
split_feature=1 4 4 155 157 13 2 15 41 2 15 0 15 1209 48 3 376 475 0 49 130 1 156 11 4 43 42 52 1447 16
split_gain=1.3766 0.218222 0.155914 0.137821 0.124853 0.119763 0.114763 0.120153 0.116932 0.106232 0.103216 0.140374 0.184177 0.105451 0.100233 0.0800783 0.0781856 0.0781187 0.108879 0.122053 0.091455 0.0765299 0.0763281 0.103072 0.112425 0.0768957 0.0833449 0.0754656 0.081736 0.069423
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 0.10158500000000002 -0.087624999999999981 -0.28558999999999996 0.14122000000000004 0.040760000000000005 0.075585000000000013 0.25063000000000007 -0.12255999999999999 -0.10836499999999999 -0.015039999999999998 0.091045000000000001 0.084855000000000014 -0.053259999999999995 0.084145000000000011 -0.0029899999999999996 -0.074229999999999977 -0.081404999999999991 0.10284500000000001 0.13075500000000004 0.11386000000000002 0.079300000000000009 -0.46376499999999993 -0.095589999999999994 0.087405000000000024 0.11434500000000002 -0.085684999999999997 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 -6 7 10 15 21 -1 12 14 17 -12 27 -7 -13 20 -20 29 -3 23 24 -21 -26 -27 28 -9 -19
right_child=1 9 -4 -5 5 16 -8 8 -10 -11 11 13 -14 -15 -16 -17 -18 18 19 22 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.012961162902393389 -0.00066809073556214579 0.0060588901094160976 0.0060354465512179982 0.01442679330551376 0.0036161653286641625 0.009548229097385931 0.0059904657219105014 0.017211942582701641 0.017342120388568177 -0.0026101109009080878 0.011928035410431526 0.012099163847299896 -0.00056365957716479902 0.0035748361237347131 0.0061715405073673388 0.015933272282176832 0.0040085316868498921 0.012122441648517409 0.0012357243292388461 0.014106026919892965 0.0052274446352384984 0.0026275881266561696 0.014951377863153106 0.0018089381884783505 0.013075514518034957 0.0041238716608760035 0.0097950956057186941 0.0097112211656504837 0.011897266815269607 0.0082595072867762721
leaf_weight=174 20 130 59 27 60 169 41 30 41 24 60 355 24 20 61 47 30 336 21 39 24 130 21 20 24 55 49 159 817 54
leaf_count=174 20 130 59 27 60 169 41 30 41 24 60 355 24 20 61 47 30 336 21 39 24 130 21 20 24 55 49 159 817 54
internal_value=0 0.00575193 0.0111158 0.0076047 0.0069445 0.00753234 0.0112371 0.0113255 0.0121027 0.00375563 0.0106896 0.0103497 0.00743875 0.0107644 0.009026 0.0118987 0.0087131 0.0109085 0.0102511 0.00850143 0.0112189 0.00434324 0.00923499 0.00859304 0.00940551 0.00797332 0.00679589 0.0117102 0.0120855 0.0115876
internal_weight=0 590 2531 306 279 259 2472 2431 1094 284 1337 1163 145 1018 121 1053 199 998 643 229 414 260 208 187 167 128 104 1006 847 390
internal_count=3121 590 2531 306 279 259 2472 2431 1094 284 1337 1163 145 1018 121 1053 199 998 643 229 414 260 208 187 167 128 104 1006 847 390
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 3 3 4 14 132 39 2 1 16 1 2 2 1 49 2 4 2 133 1 49 43 4 12 16 2
split_gain=23.799 3.93625 2.58769 1.87218 1.19897 0.931654 0.925674 0.772122 0.744069 0.674019 0.591804 0.574223 0.573401 0.474509 0.4293 0.612869 0.422128 0.313141 0.374077 0.294312 0.268474 0.264778 0.265666 0.316371 0.216783 0.196614 0.186513 0.184921 0.234769 0.179723
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.30112000000000005 0.10299500000000002 0.40473500000000007 0.076975000000000002 0.10365500000000001 0.089200000000000015 0.13501500000000002 0.092845000000000025 -0.52595999999999987 0.086920000000000011 0.085730000000000015 0.13093500000000002 0.075045000000000014 -1.0000000180025095e-35 0.15950500000000004 0.0067750000000000006 0.10855000000000002 0.085635000000000003 0.10708500000000001 -0.053364999999999996 -0.078654999999999989 -0.0070899999999999991 0.087695000000000009 0.042200000000000008 0.08839000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 8 6 10 26 14 19 16 13 -5 -6 27 20 -3 -15 -19 -7 -16 22 23 -2 -14 -23 -4 -1 -29 -30
right_child=1 5 7 12 11 9 -8 -9 -10 -11 -12 -13 24 17 15 -17 -18 18 -20 -21 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0010240242767669651 0.00054276784903862889 0.00067342446316797256 0.0010052084140780339 0.00088157104560241664 0.00062085489292883851 0.00019643678473121504 0.00069046554108980179 0.00059463045372645936 0.0011962049745103927 0.00045818710382263813 0.00027948806405949945 0.0006864239337695823 0.00068520377098496088 0.00089549874376619782 0.00097441497056912935 0.00069446198005994276 0.00031780786038377261 0.00080493116506477505 0.0010664763519207883 -7.8218629746545657e-05 0.00081933935513110951 0.00034797950444541572 0.00047869547108243647 0.00084142906700863549 0.0004493526887070536 0.00052442698790339606 0.00085164047923742554 0.00099141571007225538 0.00071614471539841091 0.00093661608596111575
leaf_weight=731 25 33 68 37 21 40 45 32 67 28 98 48 31 412 346 38 21 27 95 24 49 31 31 30 29 112 55 452 21 44
leaf_count=731 25 33 68 37 21 40 45 32 67 28 98 48 31 412 346 38 21 27 95 24 49 31 31 30 29 112 55 452 21 44
internal_value=0 0.000540215 0.000670306 0.000956549 0.000967564 0.000367361 0.00044344 0.000865952 0.000993571 0.000204451 0.000370308 0.000892173 0.000689595 0.000909967 0.000985495 0.000932297 0.000535129 0.000921337 0.00100859 9.3441e-05 0.000955178 0.000537881 0.000623856 0.000705674 0.000571209 0.000486176 0.00093654 0.00100395 0.000975571 0.000865387
internal_weight=0 673 384 2448 2351 289 197 155 1748 92 152 603 97 555 1681 433 54 534 122 64 395 229 86 55 60 143 123 1248 517 65
internal_count=3121 673 384 2448 2351 289 197 155 1748 92 152 603 97 555 1681 433 54 534 122 64 395 229 86 55 60 143 123 1248 517 65
is_linear=0
shrinkage=0.00196078


Tree=5777
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 402 12 12 10 2 43 3 483 4 2 12 130 158 159 2 4 133 159 48 160 13 42 15 13
split_gain=1.26253 0.287097 0.142825 0.153244 0.136944 0.103379 0.0990526 0.0822105 0.164831 0.0796875 0.0766751 0.0742958 0.0661455 0.0654353 0.0628796 0.0620787 0.0609942 0.0894258 0.0587057 0.0604212 0.18996 0.0580963 0.0668446 0.063686 0.0596987 0.0586748 0.056978 0.0560386 0.0554005 0.0551568
threshold=0.10337500000000001 -0.066704999999999987 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.092120000000000021 0.086055000000000006 0.10711000000000002 0.11650500000000001 -0.062879999999999978 0.15109000000000003 -0.072864999999999985 0.090900000000000009 0.086010000000000017 -0.15289999999999995 0.10731 0.11734000000000001 0.092560000000000017 0.08673500000000002 0.087410000000000015 0.084245000000000014 0.042705000000000007 -1.0000000180025095e-35 0.082585000000000006 0.089575000000000016 -0.54200499999999985 -0.14179999999999995 0.090545000000000014 -0.10469999999999999 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 13 5 18 7 11 -9 -4 12 15 16 -3 -14 27 26 -18 19 21 -21 23 -23 24 25 -1 -7 -2 -26 -15
right_child=1 2 9 -5 -6 10 -8 8 -10 -11 -12 -13 14 29 -16 -17 17 -19 -20 20 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.016912908601807431 0.013689280088990927 0.0045017410153017261 -0.0040513604879379274 0.014021580005064607 0.0029393707708963617 0.015905787143856289 0.0021389748807996512 0.00089263426572350516 0.012778915674425663 0.0027536817328986728 0.0039772126690617634 0.012615924537839258 0.0098378668021824635 0.0056020216646304891 0.0035809360733576896 0.0038558167992794722 0.0037391051970189441 0.011721326203318313 0.013216656309242051 4.6134665608406068e-05 0.010970126055270576 0.0043204722702503201 0.011132082983043374 0.016260576303358431 0.011161694665982699 0.011449079073783312 0.010485264223072967 0.007526349926936543 0.0061562886458776172 0.012477866276167334
leaf_weight=20 25 313 22 20 22 20 20 28 20 79 21 85 36 28 29 22 32 25 150 20 78 25 34 27 48 1137 638 36 41 20
leaf_count=20 25 313 22 20 22 20 20 28 20 79 21 85 36 28 29 22 32 25 150 20 78 25 34 27 48 1137 638 36 41 20
internal_value=0 0.00601395 0.00461473 0.00550102 0.0107929 0.0108654 0.00887167 0.00949507 0.00584525 0.0012714 0.00993999 0.0105379 0.0101005 0.00502897 0.00704631 0.00840974 0.0103782 0.00724008 0.0113346 0.0111372 0.00874074 0.0113135 0.00824581 0.0114557 0.0113515 0.0115435 0.01065 0.0100521 0.00885583 0.00846696
internal_weight=0 718 482 381 2403 2381 236 216 48 101 801 168 780 361 65 83 715 57 1580 1430 98 1332 59 1273 1246 1157 658 61 89 48
internal_count=3121 718 482 381 2403 2381 236 216 48 101 801 168 780 361 65 83 715 57 1580 1430 98 1332 59 1273 1246 1157 658 61 89 48
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 1 14 2 4 0 11 1 457 3 47 12 4 13 4 14 49 15 47 1 0
split_gain=35.9097 6.09584 3.47393 2.65931 2.31904 1.90537 1.57165 1.26621 1.01789 0.969602 0.826987 0.753126 0.718418 0.541546 0.517215 0.591913 0.496163 0.407911 0.389734 0.356876 0.308467 0.308156 0.307478 0.324631 0.30509 0.304793 0.293937 0.284367 0.277394 0.261053
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.089885000000000007 0.10672500000000001 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.18019500000000002 1.0000000180025095e-35 0.087135000000000004 0.097135000000000013 -0.116045 0.10648500000000001 0.082480000000000012 -0.036839999999999991 -0.117405 -0.0073899999999999999 -0.41790499999999997 -0.053364999999999996 -0.41942499999999994 0.088915000000000008 0.11588000000000001 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 19 6 8 12 11 28 -5 16 13 -4 15 17 -1 18 -10 -3 -18 -2 -20 -24 -15 -12 -14 -25 -6 -7
right_child=1 2 7 10 9 29 -8 -9 14 -11 25 -13 26 24 -16 -17 20 -19 22 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0012309576559465924 0.0012634971889795041 0.00057687433432842357 0.00064348256263388871 0.0010845989040437452 0.0011913276222698828 0.00093998847871275075 0.00067835407015057951 0.00077082598334846477 0.0009137534316697503 0.00066282295981069011 0.00083110509429560947 0.0014325137519091615 0.00037366955386424508 0.00057420492890516137 0.00081892470664837779 0.0013007843192449507 0.0010077024109065981 0.00085209307093851532 0.00091993349537350768 0.00083484747983000776 0.0011695220566320199 0.00099320083467009787 0.0011823672901260305 0.0010804028108559634 0.00032510012572765224 0.00055747474465038093 0.00013731714985507694 0.0013026723650351069 0.00094846930538552618 0.00064977561861141774
leaf_weight=934 50 199 40 34 40 22 24 34 31 30 34 59 32 24 20 78 52 21 24 23 351 24 401 284 89 29 55 24 33 26
leaf_count=934 50 199 40 34 40 22 24 34 31 30 34 59 32 24 20 78 52 21 24 23 351 24 401 284 89 29 55 24 33 26
internal_value=0 0.000644904 0.000579314 0.00115631 0.000716421 0.00116944 0.0011775 0.000416686 0.00118276 0.000959585 0.000838152 0.00121571 0.000366517 0.000447413 0.00113065 0.00113788 0.00120615 0.00112169 0.0011291 0.000603601 0.00114864 0.00117583 0.00113821 0.0011456 0.000378007 0.000705148 0.000224251 0.00109772 0.00108154 0.00078279
internal_weight=0 673 599 2448 325 2351 2303 274 2279 103 97 1396 240 153 883 863 1337 785 764 222 403 74 733 709 113 63 87 308 73 48
internal_count=3121 673 599 2448 325 2351 2303 274 2279 103 97 1396 240 153 883 863 1337 785 764 222 403 74 733 709 113 63 87 308 73 48
is_linear=0
shrinkage=0.00196078


Tree=5779
num_leaves=31
num_cat=0
split_feature=1 3 44 12 4 2 12 4 148 376 2 12 3 151 0 16 12 1 132 2 1 16 14 4 16 15 3 0 0 129
split_gain=1.20782 0.191746 0.158106 0.213535 0.154597 0.150053 0.284836 0.176738 0.122383 0.123064 0.109356 0.100881 0.0924639 0.154515 0.098148 0.0837018 0.0836134 0.0889285 0.0833069 0.100186 0.0822279 0.0695687 0.0658731 0.0655566 0.0660946 0.0751466 0.101763 0.0716909 0.0785571 0.075311
threshold=0.10920500000000001 0.31299000000000005 1.0000000180025095e-35 0.078300000000000008 0.41257000000000005 0.11362000000000001 -0.042789999999999988 -0.064054999999999987 -1.0000000180025095e-35 0.080200000000000007 0.090310000000000015 -1.0000000180025095e-35 0.092670000000000016 -0.0038099999999999996 -0.070154999999999981 0.062650000000000025 0.088245000000000004 0.089875000000000024 0.10365500000000001 0.15950500000000004 0.096475000000000019 -0.013024999999999998 -0.46166999999999997 -0.00099499999999999979 -0.013024999999999998 -0.074054999999999996 -0.15713499999999997 -0.060129999999999996 0.13134000000000004 0.085135000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 8 7 -7 11 -2 10 -10 -1 14 -14 20 -13 17 -5 19 -3 21 -9 -6 24 -18 -26 -27 29 -29 -28
right_child=1 18 -4 16 22 6 -8 12 9 -11 -12 15 13 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0061195927303439625 0.0015837183192031392 0.0021169879874979678 0.017393510829424485 0.011681861121643542 0.0075138917763806178 0.011473827764746689 -0.0043239833023399118 0.0092554986304379094 0.01163426047995348 0.0030511527048314321 0.0067925365004303326 0.017473462342538618 0.0087700616001434948 -0.0032481652550632139 0.0035908953151413919 0.011378122470013692 0.011294529771308383 0.0059518604705642375 0.006232987878972601 -0.0056107576157006884 0.0061881804718346943 0.014683499340334853 0.0030164436971094333 0.0089619113049680468 0.0126725559712213 0.012729450172420394 0.009881494126998314 0.0020467470199744438 0.0087494642870938957 0.0033462098945165053
leaf_weight=24 28 62 32 829 42 21 25 83 110 34 81 33 23 20 37 71 577 28 29 23 58 33 145 314 64 56 149 36 34 20
leaf_count=24 28 62 32 829 42 21 25 83 110 34 81 33 23 20 37 71 577 28 29 23 58 33 145 314 64 56 149 36 34 20
internal_value=0 0.00525989 0.0104084 0.0103202 0.00620685 0.00828383 0.00288806 0.00893358 0.00781837 0.00859424 0.00958096 0.0119636 0.00740664 0.00318019 0.00826796 0.0133122 0.0107339 0.0114946 0.00160493 2.59509e-05 0.00926251 0.0107997 0.00402657 0.0102122 0.0106317 0.00956636 0.00889248 0.00799344 0.00530235 0.00910809
internal_weight=0 554 2567 2535 440 428 46 382 253 225 191 128 254 43 211 104 2107 857 114 85 174 116 187 1250 936 359 295 239 70 169
internal_count=3121 554 2567 2535 440 428 46 382 253 225 191 128 254 43 211 104 2107 857 114 85 174 116 187 1250 936 359 295 239 70 169
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 14 0 4 1 49 4 0 156 1 1 394 48 4 50 40 15 133 47 1
split_gain=31.3066 4.95473 2.57429 2.13535 1.82647 1.49373 1.40321 1.22191 1.16026 0.912838 0.903414 0.760881 0.840697 0.76015 0.675069 0.46296 0.431579 0.404494 0.424374 0.306629 0.300044 0.291197 0.325493 0.350226 0.288327 0.264049 0.246174 0.244147 0.241797 0.236823
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 -0.13027499999999997 0.0061450000000000003 0.083135000000000014 -0.054984999999999992 -0.15289999999999995 -0.079119999999999982 -0.0071349999999999998 0.12408500000000001 0.13075500000000004 -0.079154999999999989 0.093265000000000015 -0.49405499999999997 0.041865000000000006 -0.077714999999999992 0.050935000000000008 -1.0000000180025095e-35 0.090280000000000013 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 25 9 29 11 -4 -1 14 17 -13 -2 -10 -14 -19 -18 27 -20 23 -23 -6 -3 -25 -5 -17 -8
right_child=1 4 10 20 24 -7 8 -9 16 -11 -12 12 13 -15 -16 28 19 18 21 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.001532810519400926 0.00084780507482022996 0.00058193268394931348 0.0011448968850686339 0.00061916378442921846 0.00032923858310928458 0.00087091735460691981 0.0011078543814958311 0.00078028183661742146 0.00095331247969000939 0.0014244058936181228 0.00074830002528538482 0.0012443232804553051 0.0012578453587439196 0.0011261609673994357 0.00090361038509517385 0.0012426346444737034 0.00069796593044921923 0.0013864835882498546 0.0009499217847398683 0.00050371904047875622 0.00052414161055744477 0.0013157182484333954 0.0010075124902050702 0.0011077800740524396 0.00056519826542625416 0.00037608586485479392 0.0012097547550903389 0.00087871789255624462 0.00106718042373212 0.00083895832300186148
leaf_weight=29 23 46 34 22 85 48 34 24 20 85 63 36 1163 279 59 58 122 42 20 42 24 88 35 128 26 50 315 38 63 20
leaf_count=29 23 46 34 22 85 48 34 24 20 85 63 36 1163 279 59 58 122 42 20 42 24 88 35 128 26 50 315 38 63 20
internal_value=0 0.00072284 0.00120035 0.000957881 0.000602414 0.00121326 0.000674831 0.0012204 0.000755548 0.00122503 0.000887313 0.00121731 0.00121308 0.00122136 0.00103272 0.00110281 0.000681382 0.00123619 0.00119609 0.00064822 0.000709432 0.00118245 0.00119066 0.00120273 0.000384508 0.000474721 0.00118029 0.000783548 0.00115128 0.00100826
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 2194 2165 2070 95 144 184 1791 628 164 84 586 566 531 111 96 443 60 121 54
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 2194 2165 2070 95 144 184 1791 628 164 84 586 566 531 111 96 443 60 121 54
is_linear=0
shrinkage=0.00196078


Tree=5781
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 1 457 4 2 2 4 1 12 16 12 49 4 47 475 1 15 0 16 157 4 3 0 15
split_gain=37.3748 4.4095 3.85856 2.97958 2.33414 1.59646 1.08389 1.07622 1.03047 1.02918 0.87176 0.741342 0.757195 0.633159 0.607093 0.477346 0.403638 0.37312 0.371142 0.337452 0.333325 0.308562 0.281995 0.372199 0.314792 0.274091 0.269318 0.266314 0.264605 0.239158
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.076175000000000007 0.09253500000000002 0.080930000000000016 0.40124500000000002 0.13501500000000002 0.14753000000000002 0.27834500000000006 0.089770000000000016 0.087005000000000013 -0.040964999999999994 0.09141500000000001 -0.054319999999999993 -0.51843499999999987 0.08265500000000002 -0.069854999999999987 0.10538500000000002 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 -0.069619999999999987 -0.0070899999999999991 0.084940000000000015 -0.095504999999999993 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 11 13 -4 10 26 20 12 -3 16 19 -7 18 -9 -1 27 -6 -22 -20 24 -24 -18 -5 -15 -16 -13
right_child=1 5 7 9 8 15 -8 17 -10 -11 -12 29 -14 14 28 -17 25 -19 22 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014551316831201155 0.00058987369567627297 0.00064347615243896914 0.0010637191370249893 0.0011963255951166762 0.0012075224068996387 0.00053846054811281527 0.0014055562855664907 0.00077614433259940612 0.000696489159039285 0.00066664415821584199 0.00080056982478233401 0.00033176122621322672 0.00034028395050512825 0.00066431179788767119 0.00094195783372018858 0.00093375959013606983 0.00090950035553575117 0.00050295182599014365 0.0013824790621919771 0.0011259777644507822 0.0010700278717339154 0.00081896023861333437 0.0011996509982090369 0.0012022401480043657 0.00093725126530729745 0.0011406346095857937 0.00098297285358370798 0.00096055830239268752 0.0011536057950701426 0.00011709252152043417
leaf_weight=22 181 44 34 46 66 23 77 40 34 29 48 32 113 20 25 24 21 37 31 23 319 20 32 1042 39 325 45 28 248 53
leaf_count=22 181 44 34 46 66 23 77 40 34 29 48 32 113 20 25 24 21 37 31 23 319 20 32 1042 39 325 45 28 248 53
internal_value=0 0.000582622 0.00113064 0.00074872 0.00114703 0.000409627 0.0011776 0.000773166 0.00102571 0.000988312 0.00105042 0.000345402 0.000425255 0.00116814 0.00109222 0.000740315 0.00118542 0.00064487 0.00120287 0.000930695 0.00108004 0.00105522 0.00119802 0.00119288 0.00105552 0.00112661 0.00109082 0.000837122 0.00113422 0.000197909
internal_weight=0 590 2531 301 2420 289 1933 111 487 120 453 242 157 1856 344 47 1512 77 1166 71 405 339 1144 1113 71 346 91 48 273 85
internal_count=3121 590 2531 301 2420 289 1933 111 487 120 453 242 157 1856 344 47 1512 77 1166 71 405 339 1144 1113 71 346 91 48 273 85
is_linear=0
shrinkage=0.00196078


Tree=5782
num_leaves=31
num_cat=0
split_feature=1 1 1 148 12 457 2 2 1 0 51 49 1456 4 15 2 2 474 484 52 402 133 15 4 51 3 16 133 12 1420
split_gain=1.33254 0.198019 0.15882 0.147716 0.131309 0.134609 0.109656 0.109581 0.09949 0.0927877 0.0851973 0.0847204 0.0831382 0.0773493 0.103367 0.0833594 0.0721056 0.102868 0.184347 0.0894856 0.0717437 0.0726997 0.0720578 0.066454 0.0717235 0.0691106 0.0660275 0.0652862 0.0619003 0.0601286
threshold=0.10920500000000001 0.12337000000000002 0.090540000000000023 -0.043434999999999994 -0.010834999999999999 0.080930000000000016 1.0000000180025095e-35 0.13404500000000005 0.10060500000000001 -0.18901999999999997 -0.20636999999999997 0.036705000000000008 -1.0000000180025095e-35 0.42051500000000003 -0.41396999999999995 0.14285500000000004 0.087625000000000022 0.085295000000000024 0.085595000000000018 0.40674500000000008 0.12629000000000004 0.26430000000000003 0.087825000000000014 -0.16363499999999997 -0.047599999999999996 -0.088784999999999989 0.13751500000000003 0.085895000000000013 0.092465000000000006 -0.063039999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 11 10 27 16 -7 -8 -6 -4 -12 15 -15 -3 17 19 -19 20 21 -1 -23 24 -14 -25 -9 28 -5 -18
right_child=1 13 4 6 5 8 9 26 -10 -11 12 -13 23 14 -16 -17 29 18 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.01285751078481228 0.00051768752029882027 0.0073701309308839532 0.007801982776505784 0.016796259103681554 0.017272631041705608 0.010469056453023639 0.012655496273544573 0.0034932425573330236 0.001291674179352682 0.0054067797711206105 0.015079860980748325 0.00070066000778405441 0.010334807555092142 0.0036847524647192474 -0.0026706065134159433 0.0024664612462012366 0.014899125365086663 0.011629773956581445 0.00052038468420505528 0.0059920509159564969 0.018268358545458836 0.012709746558219196 0.005117235615849495 0.006298541565473866 0.016728231412292058 0.010198105877345716 0.010873425836590204 0.0062367229681947961 0.010551566279313543 0.010899516610890315
leaf_weight=716 26 91 84 22 20 21 21 27 27 111 37 21 47 114 33 56 39 59 20 20 23 25 25 58 28 210 22 23 57 1038
leaf_count=716 26 91 84 22 20 21 21 27 27 111 37 21 47 114 33 56 39 59 20 20 23 25 25 58 28 210 22 23 57 1038
internal_value=0 0.00565797 0.0110658 0.00766838 0.00956466 0.0103107 0.0084629 0.0114779 0.00530678 0.00655998 0.0109111 0.00638172 0.0105763 0.00388005 0.00225804 0.00550207 0.0115944 0.0122615 0.00881727 0.0125979 0.0127653 0.0126001 0.00891349 0.0100905 0.0127217 0.00935417 0.00680679 0.0109255 0.0122906 0.0110443
internal_weight=0 554 2567 260 553 448 234 2014 48 132 400 105 380 294 147 147 1965 888 79 809 789 766 50 343 75 268 49 102 79 1077
internal_count=3121 554 2567 260 553 448 234 2014 48 132 400 105 380 294 147 147 1965 888 79 809 789 766 50 343 75 268 49 102 79 1077
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 43 3 13 43 3 12 160 47 4 14 48 39 147 158 0 43 52 0 3 4 43 2 1419 16 15 123
split_gain=1.08109 0.26473 0.176818 0.157956 0.120489 0.142741 0.140944 0.134908 0.113112 0.114669 0.0921088 0.0898787 0.0868199 0.0819584 0.080977 0.0686063 0.0680663 0.0648555 0.0651329 0.064335 0.0806031 0.0790957 0.0638178 0.108731 0.0771727 0.0691026 0.0642506 0.0610156 0.0604015 0.0603392
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 -0.073404999999999984 0.11924500000000002 0.043850000000000007 -0.11720999999999999 0.31370500000000007 -0.42850999999999995 -0.082179999999999989 0.087885000000000019 0.042705000000000007 -0.46166999999999997 0.083685000000000009 0.092440000000000008 0.089365000000000014 0.080695000000000003 -0.090644999999999989 0.054355000000000007 0.056145000000000007 -0.061629999999999997 -0.14477499999999996 -0.14723499999999998 0.022390000000000004 0.081685000000000021 0.083440000000000014 -0.11676499999999999 -0.045854999999999993 0.08128500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 10 15 11 -10 -6 13 22 -2 -9 -5 -12 19 -19 20 21 28 25 24 -24 -3 -27 -21 -14 -13
right_child=8 12 3 4 5 -7 -8 14 9 -11 16 29 17 -15 -16 -17 -18 18 -20 27 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=8.4501499908843226e-05 0.0091146400347352028 0.017132774848365586 0.015413821639557339 0.0132795973131955 0.014513256007387322 0.0046438781916344121 0.001905294866883196 0.0012843456606664774 0.0054848224417689967 -0.00187744063919776 0.010312443503564032 0.0091689319675788278 0.0056238785028910618 0.0029704936417869194 0.0063472806339097375 0.0056664157658815389 0.0042854721793749682 0.014357722901872228 0.0086850898049306135 0.014178500484450962 0.010197938920464368 0.011069510238511222 0.0026667311367007994 0.010481950690345933 0.010311845669765837 0.010547717738208241 0.016337541215445683 0.0068911053799092766 -0.00030899881702763115 0.002887805961072445
leaf_weight=28 25 26 29 29 49 62 20 59 34 56 174 65 78 165 68 20 21 35 48 27 52 21 31 1676 23 115 23 20 22 20
leaf_count=28 25 26 29 29 49 62 20 59 34 56 174 65 78 165 68 20 21 35 48 27 52 21 31 1676 23 115 23 20 22 20
internal_value=0 0.00977256 0.00782957 0.00823798 0.00782343 0.00896177 0.00997582 0.00571493 0.00398105 0.000903859 0.0106373 0.00498812 0.0102669 0.00377893 0.00399521 0.0101722 0.00966339 0.00869526 0.0110772 0.00779663 0.0069053 0.00549028 0.0105184 0.0103396 0.00592298 0.0124037 0.0115127 0.0110775 0.00431865 0.00769102
internal_weight=0 2756 559 531 502 326 264 176 365 90 244 275 2197 190 127 49 195 303 83 220 173 121 1894 1730 54 164 138 47 100 85
internal_count=3121 2756 559 531 502 326 264 176 365 90 244 275 2197 190 127 49 195 303 83 220 173 121 1894 1730 54 164 138 47 100 85
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 159 1 2 150 4 2 15 1 2 0 4 15 3 159 160 4 4 49 15 15
split_gain=32.2492 5.31509 3.2766 2.51552 1.84511 1.75983 1.14637 0.842485 0.768024 0.763095 0.756815 0.564952 0.697668 0.562589 0.482132 0.544886 0.438708 0.345234 0.344325 0.324709 0.282883 0.245531 0.352172 0.240833 0.250929 0.238303 0.235847 0.220882 0.21785 0.215512
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.11474000000000002 0.14960000000000004 0.09253500000000002 -1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.40945500000000007 0.14285500000000004 -0.41396999999999995 0.076935000000000017 -0.0091949999999999983 -0.030209999999999997 -0.078439999999999996 -0.15914499999999995 0.090900000000000009 0.082585000000000006 -1.0000000180025095e-35 0.015030000000000002 -0.036839999999999991 -0.053364999999999996 -0.30407999999999996 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 11 -6 13 -5 -4 20 18 17 15 -12 -16 19 -13 25 29 -22 -23 24 -3 -7 -2 -11 -18 -1
right_child=1 2 10 9 7 8 -8 -9 -10 27 14 12 -14 -15 16 -17 28 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010858983519712304 0.0011997902568648845 0.00084825675204104069 0.00072641156242983377 0.0010392723379456874 0.0010192437814124096 0.0011020024742732862 0.0013873625619738709 0.0005984972060651951 0.00068950938569384637 0.00078200003198823848 0.00062880948616922936 0.00086299290551858788 0.0007518923919574887 0.00076733287410805364 0.00037568467370593234 0.00032445423367644555 1.3014480657399159e-05 0.0011604307244793026 0.0011129868139134256 0.00085649379964987187 0.0012721865048087365 0.0011318957899142698 0.00088020594933347479 0.00050467658094039151 0.00061280693506447499 0.00098790028818985121 0.00096332333202845126 0.00054906130018389011 0.00028288792552805969 0.0011994177106397076
leaf_weight=72 50 20 26 34 77 147 76 24 26 34 49 23 25 28 111 42 23 92 268 39 46 751 22 70 134 135 24 29 23 601
leaf_count=72 50 20 26 34 77 147 76 24 26 34 49 23 25 28 111 42 23 92 268 39 46 751 22 70 134 135 24 29 23 601
internal_value=0 0.000627334 0.000566088 0.00111198 0.000699244 0.00112475 0.00115145 0.000919264 0.00101699 0.000802536 0.000408147 0.00114154 0.00106622 0.0010363 0.00037478 0.000488338 0.00030896 0.00105454 0.00109323 0.00102419 0.00115749 0.00113301 0.00112473 0.000600039 0.000643385 0.00104738 0.0011231 0.000674774 0.000147951 0.00118727
internal_weight=0 673 599 2448 325 2351 1884 101 467 97 274 1808 316 441 248 91 157 413 291 321 1492 819 773 224 154 282 74 63 46 673
internal_count=3121 673 599 2448 325 2351 1884 101 467 97 274 1808 316 441 248 91 157 413 291 321 1492 819 773 224 154 282 74 63 46 673
is_linear=0
shrinkage=0.00196078


Tree=5785
num_leaves=31
num_cat=0
split_feature=1 4 44 12 15 3 3 150 1 151 2 2 3 15 43 14 4 15 16 149 1211 16 43 4 42 133 1455 160 484 4
split_gain=1.03019 0.162081 0.135397 0.188724 0.13346 0.154482 0.134205 0.119405 0.0909903 0.100611 0.0880591 0.0765101 0.0714555 0.0729548 0.0826846 0.0745995 0.069565 0.0684361 0.0620608 0.0656454 0.0652505 0.0800041 0.0608376 0.0653911 0.0603839 0.0910372 0.0744391 0.100929 0.0604267 0.136249
threshold=0.10920500000000001 0.26450500000000005 1.0000000180025095e-35 0.078300000000000008 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.084680000000000019 0.10171500000000001 0.032230000000000009 0.25063000000000007 0.14285500000000004 -0.13309499999999996 -0.56020999999999987 0.0061450000000000003 -0.42214499999999994 0.053180000000000012 -0.12255999999999999 -0.08231999999999999 0.079625000000000015 0.087635000000000005 -0.088704999999999992 -0.05647499999999999 0.53859500000000016 0.11603500000000001 0.082925000000000013 -0.23681499999999997 -0.53327999999999987 0.062030000000000009 -0.017809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 6 -1 11 9 17 12 -2 -3 -14 15 -15 18 -8 20 24 -5 -22 23 -17 25 26 -20 -28 -29 -30
right_child=1 10 -4 16 -6 -7 8 -9 -10 -11 -12 -13 13 14 -16 22 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0021431163847386741 0.0089055529958288002 0.0072632126894313842 0.016240019061660862 0.010808883478512145 0.012635246436228046 -0.00045872821006923917 0.015473553603515029 0.0035278329035025782 0.0052136392039525596 0.0024885368619652582 -0.0024628432622800273 0.0031656815497963517 0.0081126100905239591 0.006636370450971609 -0.0022624453247772182 -0.0046759777115253009 0.0084843872269350831 0.0093425413629671227 0.015032533780586992 0.015607972871512174 0.011695898561857833 0.019475094601511957 0.0039061396605714021 0.0031423649506177754 0.00759299904679541 0.011078009543135457 0.0039695661333906977 0.009752201271715364 0.0034296567296184114 0.012601303717121481
leaf_weight=39 166 50 32 480 50 25 20 81 71 20 24 27 25 47 32 23 241 203 22 20 39 20 59 20 110 496 36 572 46 25
leaf_count=39 166 50 32 480 50 25 20 81 71 20 24 27 25 47 32 23 241 203 22 20 39 20 59 20 110 496 36 572 46 25
internal_value=0 0.0050211 0.00977597 0.00969437 0.00777996 0.00713772 0.00767572 0.00675018 0.00836289 0.00928304 0.00332907 0.00810257 0.00387207 0.00304897 0.00234958 0.00334008 0.0100832 0.00989241 0.0102897 0.0099222 0.0111946 0.0143329 0.0018212 -0.00103954 0.00983519 0.0100412 0.00930767 0.00912218 0.00941066 0.00665911
internal_weight=0 554 2567 2535 428 378 353 274 314 243 280 193 256 206 181 149 2107 223 1866 1327 539 59 102 43 1307 1197 701 679 643 71
internal_count=3121 554 2567 2535 428 378 353 274 314 243 280 193 256 206 181 149 2107 223 1866 1327 539 59 102 43 1307 1197 701 679 643 71
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 42 47 2 14 3 132 39 4 1 1 160 15 39 2 2 51 47 3 1 1 131 12
split_gain=21.3348 3.53127 2.39746 1.70898 1.40603 1.09448 0.790793 0.64374 0.628002 0.613293 0.516681 0.478448 0.344143 0.40226 0.311845 0.292139 0.356328 0.282092 0.235575 0.232378 0.220117 0.311798 0.211685 0.200972 0.198947 0.261396 0.190724 0.188785 0.186902 0.175609
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 -0.076394999999999977 0.13082500000000002 0.11474000000000002 0.062655000000000016 0.30112000000000005 0.10365500000000001 0.089200000000000015 -0.013514999999999998 0.086455000000000018 0.090540000000000023 0.030480000000000004 -0.41396999999999995 0.08456000000000001 -0.0091949999999999983 0.13622000000000004 -0.023524999999999997 0.10648500000000001 1.0000000180025095e-35 0.11588000000000001 0.13534000000000004 0.09031500000000002 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 24 6 7 11 -5 12 26 17 14 19 22 18 29 -1 -9 -14 -10 -22 -4 -20 25 -3 -6 -16 -2 -17
right_child=1 2 9 8 10 -7 -8 15 20 -11 -12 -13 13 -15 27 16 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097849893000421769 0.0010063573270857262 0.00041734134162977043 0.00057664057907729264 0.00097114877874443842 0.00095040318614233836 0.00064354333889615886 0.0005886329285453494 0.0009189280357396923 0.00041730332490053275 0.00059331515645490141 0.00054620221807856007 0.0011454340173244159 0.00028467316490908464 0.00041629132206466048 0.0004176949146986716 0.00091612176054067275 0.0006766071819624647 0.00090487878580315672 0.0012014188185459427 3.1452136504933838e-05 0.00046543010017451118 0.00076930795505110092 0.00033755060194023685 0.0009747636470360709 0.00068066203514175947 0.00055947225075307324 0.00075320859024089783 0.00023411626000116223 0.00079801171083076334 0.00082610118226745187
leaf_weight=1092 49 100 35 21 44 48 24 412 21 34 26 59 22 26 33 232 35 245 21 38 21 34 24 53 23 99 33 62 25 130
leaf_count=1092 49 100 35 21 44 48 24 412 21 34 26 59 22 26 33 232 35 245 21 38 21 34 24 53 23 99 33 62 25 130
internal_value=0 0.000531873 0.000481952 0.000926065 0.000595852 0.000936588 0.000942696 0.000946425 0.00067101 0.000346851 0.000785193 0.000972634 0.000311935 0.000212576 0.000367421 0.000904989 0.000865528 0.000965008 0.000937223 0.0001243 0.000588077 0.000653282 0.000479384 0.00103908 0.000508005 0.00048805 0.000865891 0.000297886 0.00093597 0.000883794
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 103 1396 240 86 154 883 397 1337 486 60 76 55 59 74 222 199 77 95 74 362
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 103 1396 240 86 154 883 397 1337 486 60 76 55 59 74 222 199 77 95 74 362
is_linear=0
shrinkage=0.00196078


Tree=5787
num_leaves=31
num_cat=0
split_feature=1 12 1 1375 3 13 484 47 43 34 2 4 4 4 4 0 4 0 3 3 4 4 50 51 1447 48 0 49 156 0
split_gain=0.958772 0.239223 0.153074 0.109296 0.105631 0.105586 0.0997913 0.0877246 0.0871833 0.0869841 0.137677 0.0989277 0.0835301 0.0760578 0.0728063 0.0703816 0.119703 0.0758183 0.0836196 0.0630016 0.0938663 0.0733673 0.0625184 0.101051 0.0603253 0.060143 0.058959 0.0575244 0.055193 0.0537791
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 -0.096099999999999977 0.31370500000000007 -0.47860499999999995 -0.011244999999999998 0.077555000000000013 -0.078139999999999973 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 0.063160000000000008 0.53859500000000016 0.042705000000000007 -0.075934999999999989 -0.17966999999999997 -0.23194499999999998 0.31299000000000005 -0.14186499999999996 -0.14098499999999997 -0.46376499999999993 0.095140000000000016 0.082455000000000014 -0.081699999999999981 0.083685000000000009 -0.036484999999999997 -0.0060549999999999988 0.093155000000000002 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 9 13 -5 28 25 -2 26 -12 -13 -6 19 17 -17 27 -19 22 21 -21 23 -3 -16 -8 -11 -10 -1 -14
right_child=4 14 3 6 5 -7 8 -9 15 10 11 12 29 -15 24 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0081102860951321014 0.0006640146388997173 0.012395427978234523 -0.00062269741478799417 0.012603847336812088 0.00077018643755258787 -0.0035475707079004842 0.0012899846757742732 0.014751161817975087 0.0020813095102009053 0.010709462489255452 0.010062774889437217 -0.0029488248052075509 0.007404959543297689 0.0084614842245355256 0.013614329586271196 0.0094286903771090107 0.0006832118317320505 0.01213779995810268 0.0047820669063366947 0.00951782030841479 0.009928726021099862 0.0021407729497046344 0.016928626455011822 0.0058068883316270241 0.0079315239150603029 0.0058726312015467963 0.0051983079541241747 0.0093429010812542401 0.013590887107697892 0.0023856136350848436
leaf_weight=147 43 118 22 26 36 34 48 29 24 55 21 22 30 20 20 29 34 68 20 26 1672 28 21 29 283 71 30 20 21 74
leaf_count=147 43 118 22 26 36 34 48 29 24 55 21 22 30 20 20 29 34 68 20 26 1672 28 21 29 283 71 30 20 21 74
internal_value=0 0.00927593 0.00742892 0.00620817 0.00382189 0.000848211 0.00665017 0.0096721 0.00615719 0.00479509 0.00556077 0.00370836 0.00264929 0.00351708 0.00974588 0.00745888 0.00470891 0.00877137 0.010466 0.00997613 0.0097962 0.00569268 0.0118248 0.0110956 0.00830663 0.00402417 0.00876435 0.00538203 0.00879536 0.0038335
internal_weight=0 2756 559 362 365 90 340 197 314 275 232 147 126 56 2197 195 63 132 88 1894 1726 54 168 147 303 119 85 44 168 104
internal_count=3121 2756 559 362 365 90 340 197 314 275 232 147 126 56 2197 195 63 132 88 1894 1726 54 168 147 303 119 85 44 168 104
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=31
num_cat=0
split_feature=1 2 0 2 106 14 44 11 3 12 14 34 2 4 48 15 2 3 48 0 51 49 52 149 2 16 4 4 48 12
split_gain=0.776605 0.194847 0.132176 0.106742 0.103732 0.0918751 0.0940296 0.106326 0.085561 0.0941881 0.0709012 0.0704572 0.111518 0.0801314 0.0702106 0.070061 0.0649631 0.097036 0.0846177 0.0647975 0.107732 0.0973353 0.110198 0.0634332 0.100188 0.0702198 0.119004 0.123927 0.0985438 0.0724313
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.15361500000000003 0.086340000000000014 0.076175000000000007 1.0000000180025095e-35 0.08740500000000001 0.31370500000000007 -0.42850999999999995 -1.0000000180025095e-35 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 -0.065739999999999979 -0.089964999999999976 0.11215000000000001 0.11924500000000002 0.085485000000000019 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 0.079000000000000015 -0.090999999999999984 0.19444000000000003 -0.39518999999999993 -0.14098499999999997 0.093265000000000015 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 6 7 19 11 -10 -3 -2 -13 -14 -12 -15 18 -18 -16 20 -1 -22 -23 24 -21 26 -26 -28 29 -27
right_child=8 2 3 -5 -6 -7 -8 -9 9 -11 14 12 13 15 16 -17 17 -19 -20 23 21 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.00010162400126102426 0.00059761316190625347 0.0098193555255420509 0.0079801448003932081 0.00083940971473401248 0.0023927682004868988 0.012093235580250621 0.015560602273326368 0.0014149007620289922 0.004915141652557342 -0.0017573164555610026 0.0082301907222718015 0.0078879142958013446 0.009056497493847496 0.0036736931043350588 -0.0054249498608987777 -0.0019282475595587289 0.0079635971279016556 0.00034465373246348466 0.00338222073429885 0.0035391747512455497 0.0049696318847465247 0.013303198768860764 0.0046673016612079335 0.014012586676593251 0.015276559989058204 0.0098040669897625984 0.0015673736787655138 0.0091251091630068053 0.0010456256646042071 0.0051206340707183164
leaf_weight=21 43 20 432 22 25 85 20 20 34 56 25 85 21 97 20 29 35 32 24 35 62 45 22 24 31 85 22 1571 24 54
leaf_count=21 43 20 432 22 25 85 20 20 34 56 25 85 21 97 20 29 35 32 24 35 62 45 22 24 31 85 22 1571 24 54
internal_value=0 0.00834834 0.00677125 0.00763412 0.00879663 0.00887211 0.00873763 0.00866994 0.0034397 0.00076339 0.00426007 0.00431558 0.00500469 0.00333752 0.00344253 0.00238436 0.00236423 0.0043247 -0.000621039 0.00874264 0.00674384 0.00782513 0.0104675 0.00890505 0.00883778 0.00894155 0.00914015 0.00902073 0.00696291 0.0079846
internal_weight=0 2756 610 454 2146 2121 2036 2016 365 90 156 275 232 147 136 126 111 67 44 1996 150 129 67 1846 1822 1787 1624 1593 163 139
internal_count=3121 2756 610 454 2146 2121 2036 2016 365 90 156 275 232 147 136 126 111 67 44 1996 150 129 67 1846 1822 1787 1624 1593 163 139
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 44 4 39 38 10 2 10 15 2 4 0 41 41 15 49 4 0 131 2 3 16 1419 50 2 0
split_gain=0.630944 0.176756 0.137627 0.124358 0.123309 0.10087 0.09217 0.0883077 0.085939 0.0752707 0.0825908 0.102253 0.0696268 0.0609926 0.0812326 0.0627082 0.0736718 0.0639622 0.073059 0.0693753 0.060471 0.060368 0.0590657 0.161638 0.0545742 0.0529769 0.0744825 0.0835669 0.0948912 0.0687564
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.08104500000000002 1.0000000180025095e-35 -0.17966999999999997 0.085425000000000015 1.0000000180025095e-35 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.024640000000000006 -0.080614999999999978 0.40124500000000002 -0.14920999999999998 0.079395000000000007 0.081560000000000007 0.13592500000000005 -0.14811499999999997 0.50996500000000011 -0.14001499999999997 0.090030000000000013 0.31358000000000003 0.10299500000000002 0.0073350000000000004 0.082370000000000013 1.0000000180025095e-35 0.08919500000000001 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 24 12 10 11 -2 -8 -3 15 16 -15 18 19 -17 -11 -21 23 -12 -5 -23 27 29 -29 -27
right_child=9 13 -4 4 -6 -7 8 -9 -10 20 22 -13 -14 14 -16 17 -18 -19 -20 21 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00092224298530946605 0.0014650881459767168 0.012305574172416763 -0.0011625154839398769 0.012110183664652356 0.01317269405419076 0.011768417051174649 0.0044241564280934871 0.0027973227016627792 0.010253406362420309 -0.0050131756230257455 0.0027671100129072301 0.0083953211002274954 0.010497003868222237 0.014230803688141433 0.0025812742894451169 0.013422721300436103 0.0067600626360879035 0.0021936439373530449 0.0037481141254483239 0.0032026768437828181 0.0023640826577320698 0.0082446162341286069 0.0064010725888268413 -0.0066200007462785364 0.0062425827850466188 0.0051880148045371621 0.010418973246123642 0.0054863271381085125 0.013922465196034562 0.0086540318279182665
leaf_weight=23 33 31 26 51 27 31 337 20 31 20 145 60 20 33 29 23 22 20 42 27 25 1523 30 21 23 265 56 24 30 73
leaf_count=23 33 31 26 51 27 31 337 20 31 20 145 60 20 33 29 23 22 20 42 27 25 1523 30 21 23 265 56 24 30 73
internal_value=0 0.00748906 0.00595064 0.00627914 0.00658586 0.00623919 0.00588357 0.00869303 0.00520293 0.00288967 0.00348204 0.00593621 0.00476437 0.00790131 0.00783831 0.00790961 0.0112425 0.00782161 0.00787617 0.00796196 -0.000914699 0.0078991 0.00231757 0.00157958 0.0102865 0.00796343 0.00700754 0.00652019 0.0101731 0.00593659
internal_weight=0 2787 589 563 540 513 482 94 388 334 289 93 357 2198 2167 2138 55 2083 2063 2021 45 1998 196 166 74 1971 448 392 54 338
internal_count=3121 2787 589 563 540 513 482 94 388 334 289 93 357 2198 2167 2138 55 2083 2063 2021 45 1998 196 166 74 1971 448 392 54 338
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 4 3 0 52 12 0 1447 10 1 2 1212 394 42 0 13 12 13 3 49 39 42 3 42 160
split_gain=0.513752 0.163698 0.136233 0.127904 0.0821929 0.0854594 0.082829 0.111694 0.109242 0.075735 0.071696 0.0807093 0.137671 0.0701251 0.0677166 0.149039 0.0634252 0.088273 0.0815042 0.195162 0.0701449 0.064215 0.0656108 0.0631536 0.117964 0.0617032 0.0613674 0.0607656 0.0749267 0.0576905
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.082249999999999976 0.11296500000000002 -0.019414999999999998 0.12492500000000002 0.11650500000000001 -0.087519999999999987 -0.085804999999999979 -0.079859999999999987 0.088135000000000005 0.08647500000000001 0.089995000000000019 -1.0000000180025095e-35 0.085730000000000015 -0.084044999999999995 -0.017449999999999997 0.087215000000000015 0.0027400000000000007 -0.03694999999999999 -0.061079999999999988 0.083240000000000022 0.09796500000000001 -0.088784999999999989 -0.078304999999999986 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 29 6 10 8 14 13 11 -6 -13 -2 -8 27 18 -18 20 -20 -14 22 -22 -17 -25 -26 -21 -16 -29 -1
right_child=3 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 16 -15 15 23 17 -19 19 26 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-8.1819754060623903e-05 -0.0023875542916357521 0.002146442967428205 -0.00078039726080453915 0.0091830014789593406 0.010658913731815262 0.011731740729086788 0.0072028014881138722 0.00045476580391927017 0.00072317315867015484 0.007314335508272052 0.0019928966648876667 0.00019172500372709086 0.0037955396383767951 0.0022642760042576619 0.0026011246856245582 -0.002142576629888605 0.0093715103255817677 0.001893312572256515 0.019027437269687655 0.0051452482990439865 0.0078112394117384361 0.009486625710916189 0.003024622366582561 0.0072637537901755426 -0.0040029732044786215 0.0034490657243877649 0.012250147657468916 0.011485537269285747 0.0066419432191917767 0.0069501802418380975
leaf_weight=28 37 75 23 28 102 38 1288 29 30 26 20 24 40 261 33 22 27 38 23 31 140 189 36 48 20 25 20 35 365 20
leaf_count=28 37 75 23 28 102 38 1288 29 30 26 20 24 40 261 33 22 27 38 23 31 140 189 36 48 20 25 20 35 365 20
internal_value=0 0.00675461 0.0068829 0.00269867 0.00694889 0.00702393 0.00695472 0.00661315 0.00670886 0.0021383 0.00789281 0.00806892 0.00760382 0.0016867 0.00680667 0.0058756 0.00793082 0.00499964 0.00832858 0.0113802 0.007771 0.00820666 0.00683216 0.00267557 0.00381535 0.000137048 0.00793148 0.0067255 0.00706576 0.00284818
internal_weight=0 2769 2694 352 2671 2623 2585 1895 1866 324 690 670 568 298 1836 548 544 65 479 74 405 365 176 115 93 45 51 433 400 48
internal_count=3121 2769 2694 352 2671 2623 2585 1895 1866 324 690 670 568 298 1836 548 544 65 479 74 405 365 176 115 93 45 51 433 400 48
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=31
num_cat=0
split_feature=1 2 48 40 123 11 11 10 15 43 1 0 43 43 52 2 1429 160 15 1429 48 48 400 13 4 12 12 40 2 16
split_gain=0.429705 0.118236 0.0816685 0.0850755 0.0927498 0.0741375 0.0904566 0.0840494 0.0684378 0.0646326 0.0631094 0.0651715 0.0608236 0.0719202 0.0704576 0.0856088 0.0641064 0.200467 0.213717 0.0800208 0.0650413 0.0589842 0.0568441 0.0609658 0.0551141 0.0754513 0.0668788 0.0579731 0.0947805 0.053793
threshold=0.12000500000000001 0.10045500000000002 0.13438000000000003 0.051255000000000002 0.084995000000000015 0.080455000000000013 0.085155000000000022 -1.0000000180025095e-35 -0.0072999999999999992 -0.079584999999999975 0.14860500000000001 -0.010949999999999998 -0.14792499999999997 -0.15879999999999997 0.085540000000000019 0.087995000000000004 0.084770000000000012 -0.065039999999999987 -0.0072999999999999992 0.087700000000000014 -0.089099999999999999 0.085700000000000012 -0.070649999999999991 -0.23438999999999996 -0.031404999999999995 -0.12529499999999996 0.11586 -0.077714999999999992 -0.0091949999999999983 -0.54656499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 22 7 -7 9 -8 -1 24 -12 13 14 -9 -16 20 18 -18 -19 -14 -6 -3 -24 -2 -26 27 -27 -29 -22
right_child=10 2 -4 -5 21 6 8 12 -10 -11 11 -13 16 -15 15 -17 17 19 -20 -21 29 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00030717649991856893 0.0063449877087117697 0.00047387011407408865 -0.001201415910119457 -0.0012922875536605716 -0.0011535367750398378 0.014052471718085664 0.010865466473624111 0.0092181794128219537 0.0026918314862996342 0.0067887801434844729 0.0017002220870420825 -0.0049172650980339808 0.011409360707665865 0.013172217777285439 -0.00042334388320644696 0.0082374646337702879 0.0046641700506414767 0.01374613692983985 -0.0073793548564224142 0.0053325999805775397 0.011069423272662486 0.0051069986260565067 0.0021336834190879019 0.0061826255544135712 0.006939529879919944 0.0048025181444245396 0.0068180333272638647 -0.005119127958148186 0.0013856962497811765 0.0063008424817800725
leaf_weight=40 41 20 21 20 34 28 20 78 21 25 46 22 26 26 21 25 41 20 23 26 24 27 40 529 31 32 22 28 112 1652
leaf_count=40 41 20 21 20 34 28 20 78 21 25 46 22 26 26 21 25 41 20 23 26 24 27 40 529 31 32 22 28 112 1652
internal_value=0 0.00607365 0.00493926 0.00513173 0.00532939 0.00644763 0.00967112 0.0063379 0.00667897 0.0028001 0.00227796 -0.00044073 0.00645511 0.00839028 0.00738762 0.00428362 0.00629491 0.00395524 0.000336028 0.00899066 0.00644612 0.00161752 0.00571381 0.00589799 0.00297297 0.00235851 0.00162649 0.000962459 8.47314e-05 0.00636913
internal_weight=0 2787 691 670 650 2096 69 2027 41 65 334 68 1962 150 124 46 1812 110 64 46 1702 61 589 569 266 225 194 172 140 1676
internal_count=3121 2787 691 670 650 2096 69 2027 41 65 334 68 1962 150 124 46 1812 110 64 46 1702 61 589 569 266 225 194 172 140 1676
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 2 47 150 1 2 10 12 4 2 1 2 3 130 13 160 4 1 1 4 3 2
split_gain=21.9557 3.48089 2.09297 1.74021 1.72327 0.970698 0.761092 0.660774 0.548177 0.530558 0.461854 0.435682 0.396884 0.441676 0.271437 0.256707 0.315958 0.255014 0.247752 0.22758 0.204199 0.199086 0.368279 0.413193 0.182573 0.180646 0.172175 0.16527 0.160377 0.156266
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.13082500000000002 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.014199999999999999 0.09141500000000001 -0.51843499999999987 0.14122000000000004 0.076935000000000017 -0.0091949999999999983 -0.12018999999999998 -0.076894999999999977 -0.0044799999999999987 -0.061914999999999991 -0.03898999999999999 0.14860500000000001 0.11588000000000001 0.063160000000000008 0.10542000000000001 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 17 8 26 -5 12 11 14 18 15 19 25 16 -1 21 -7 -14 -17 -3 -23 -24 -2 -4 -6 -11 -20 -22
right_child=1 2 10 7 6 9 -8 -9 -10 27 -12 -13 13 -15 -16 20 -18 -19 28 -21 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001178274705073858 0.000968550406152906 0.00028123581922515425 0.00020892316548555505 0.00085191172101849644 0.0009136890371640523 0.00082989753519119129 0.00048674098686574986 0.00051272997262760407 0.0010825813629725032 0.00047898733951881817 0.00052982620777040977 0.00060367621911861815 0.00068391171924750817 0.00059988182260855747 0.00027787803119887319 0.00070393550897540613 0.00093554310233446496 0.00026787998022807319 0.00099595028711910801 0.00088697709180483983 0.00096047472752517086 0.00040868095366600361 0.00080055658806799351 0.00049671870701386699 0.00075608266157059208 -4.1091243152086644e-05 0.00073475392457303618 0.00072804134144307739 0.00081192069836691317 0.00086342416645665337
leaf_weight=21 48 23 25 34 39 306 39 63 76 20 22 28 23 25 113 24 1132 31 67 274 90 145 22 79 23 20 44 21 25 219
leaf_count=21 48 23 25 34 39 306 39 63 76 20 22 28 23 25 113 24 1132 31 67 274 90 145 22 79 23 20 44 21 25 219
internal_value=0 0.000489106 0.000440678 0.000888993 0.000516186 0.000899612 0.000712672 0.000631618 0.000919448 0.000819586 0.000263654 0.00084009 0.000912591 0.000850182 0.000226592 0.000926114 0.000939964 0.000436282 0.000856722 0.000871251 0.000878159 0.000455688 0.000471999 0.000562901 0.000899723 9.78057e-05 0.000818832 0.000606552 0.000945942 0.000891691
internal_weight=0 673 602 2448 422 2351 122 97 1884 467 180 426 1808 322 158 1486 1153 300 398 297 333 269 246 101 71 45 83 41 92 309
internal_count=3121 673 602 2448 422 2351 122 97 1884 467 180 426 1808 322 158 1486 1153 300 398 297 333 269 246 101 71 45 83 41 92 309
is_linear=0
shrinkage=0.00196078


Tree=5793
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 0 1 0 4 49 156 4 0 1 48 4 3 160 52 2 40 49 157 157 15
split_gain=19.5202 3.21497 1.56134 1.45933 1.18532 0.929197 0.709795 0.690041 0.718277 0.58399 0.56956 0.556652 0.404079 0.320023 0.313531 0.281593 0.256925 0.232721 0.214022 0.202442 0.204919 0.228725 0.208913 0.194219 0.188557 0.18494 0.166045 0.164903 0.161542 0.153391
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.0061450000000000003 0.10613000000000002 -0.11173999999999999 0.09253500000000002 -0.079119999999999982 0.27834500000000006 -0.054984999999999992 -0.0071349999999999998 -0.15464999999999998 -0.15599999999999997 0.12408500000000001 0.093265000000000015 -0.50052499999999989 -0.11171999999999999 -1.0000000180025095e-35 0.039215000000000007 0.31358000000000003 -0.077714999999999992 -0.053364999999999996 -0.028564999999999997 -0.23976499999999998 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 25 8 10 -8 17 -4 28 23 -2 -14 -11 -1 -18 20 -17 22 -22 27 -6 -3 -13 -10 -12 -9
right_child=1 4 11 -5 24 -7 9 29 13 16 12 26 15 -15 -16 19 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066810258614503242 0.0004649170950584698 0.00027033592697464528 0.00069717740430040099 0.00034925666138220409 0.00013475954981502253 0.00048257757489587747 0.00055394244005779942 0.0010070029998949582 0.00050204802267983842 0.00053468792917542546 0.00064252740724593809 0.00047524361769134884 0.00088835189851169604 0.00044221757477856574 0.00070928874353264071 0.00082170143705672012 0.00034816077712299597 0.00041628069236498923 0.00019932012702303281 0.00057753100219060062 0.00046633665201564631 0.00073269705968388743 0.00069712871956899443 0.00075085006375817849 -5.775023008796157e-05 9.9020314611741062e-05 0.00026928208857644878 0.00067119653187336305 0.00079884502346417967 0.00083822343147063171
leaf_weight=43 24 47 34 85 71 48 57 47 25 21 26 34 42 22 127 82 130 21 52 35 25 398 38 117 27 50 27 195 1134 37
leaf_count=43 24 47 34 85 71 48 57 47 25 21 26 34 42 22 127 82 130 21 52 35 25 398 38 117 27 50 27 195 1134 37
internal_value=0 0.000369057 0.000742546 0.000554765 0.000272734 0.000752571 0.00032517 0.000758237 0.000751587 0.000378572 0.000767209 0.000496136 0.000773743 0.000671345 0.000670448 0.000733333 0.00032933 0.000585474 0.000305635 0.000722069 0.000731385 0.00071532 0.000605545 0.000686303 8.17211e-05 0.000182029 0.00038408 0.000651975 0.000795341 0.00093266
internal_weight=0 691 2430 236 455 2335 357 2287 2203 260 1844 95 1780 359 151 620 203 64 182 578 543 461 63 337 98 97 61 220 1160 84
internal_count=3121 691 2430 236 455 2335 357 2287 2203 260 1844 95 1780 359 151 620 203 64 182 578 543 461 63 337 98 97 61 220 1160 84
is_linear=0
shrinkage=0.00196078


Tree=5794
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 2 2 4 14 4 52 1 124 15 47 14 4 4 43 2 0 3 0 43 12
split_gain=42.8818 5.28653 4.18733 3.1615 2.87335 1.71687 1.40394 1.28144 1.26909 0.977827 0.922397 0.882016 0.829773 0.671572 0.626308 0.573981 0.715824 0.682952 0.401708 0.398237 0.395398 0.348587 0.338513 0.322538 0.615686 0.375672 0.31097 0.374297 0.29978 0.299397
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.090285000000000018 -0.17966999999999997 0.40124500000000002 -0.034884999999999992 0.10855000000000002 0.14960000000000004 0.033845000000000007 0.076175000000000007 0.26790000000000008 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.13592500000000005 0.077555000000000013 0.062655000000000016 -0.00059999999999999995 -0.17966999999999997 -0.04890499999999999 0.11177500000000001 -0.074824999999999989 -0.14186499999999996 -0.066089999999999996 -0.081289999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 10 11 13 -6 21 -7 19 14 18 -4 -3 16 17 -9 26 20 22 -5 -1 25 -25 -2 -8 -28 -18 -24
right_child=1 5 6 8 7 9 12 15 -10 -11 -12 -13 -14 -15 -16 -17 28 -19 -20 -21 -22 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014692831672997175 0.00053387501693503297 0.00083979659842394188 0.0014381868907879433 0.0014385774610412583 0.0013938367095481115 0.00066754402138967286 0.0015014736809993334 0.00082676223290511987 0.00085012936174990448 0.0011253904337170482 0.0010285709329963225 0.00032052589576301471 0.0012224770678304884 0.0016800295386879443 0.00052079101357575114 0.001225768248189339 0.00089665219603871137 0.0012326582166287863 0.0011176404517020105 0.0015828486605017793 0.0016031683017225825 0.0011957315917321067 0.0013522127014789491 0.0011593911365179242 0.00078998182524781316 0.00081314202191630481 0.0013898771042351826 0.0012746308992088347 0.00064418451120967378 0.0011483381034773984
leaf_weight=38 31 30 1095 47 28 47 74 30 29 29 33 71 171 46 112 23 33 34 23 32 20 44 58 22 82 46 566 134 40 53
leaf_count=38 31 30 1095 47 28 47 74 30 29 29 33 71 171 46 112 23 33 34 23 32 20 44 58 22 82 46 566 134 40 53
internal_value=0 0.00077866 0.00136566 0.000960528 0.00118737 0.000589241 0.00140134 0.00100686 0.00120733 0.000842249 0.00133239 0.000498966 0.00134641 0.00144794 0.000588187 0.000939143 0.000891023 0.00104239 0.00137301 0.00138228 0.0013443 0.00132116 0.00130955 0.000796905 0.000868126 0.00070071 0.00138059 0.00136782 0.000758314 0.00125487
internal_weight=0 590 2531 301 422 289 2109 188 120 76 234 213 968 1141 142 160 137 64 797 201 169 91 149 181 104 77 774 700 73 111
internal_count=3121 590 2531 301 422 289 2109 188 120 76 234 213 968 1141 142 160 137 64 797 201 169 91 149 181 104 77 774 700 73 111
is_linear=0
shrinkage=0.00196078


Tree=5795
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 2 2 4 1 2 14 2 3 0 15 11 3 4 42 1 4 151 4 16 10 4 0 3 4
split_gain=15.7514 2.72563 1.63012 1.20749 1.04775 0.792424 0.552232 0.465446 0.440438 0.423562 0.380017 0.327104 0.247615 0.234225 0.233148 0.432213 0.212506 0.20082 0.182057 0.185612 0.181091 0.26311 0.176679 0.176416 0.196033 0.156428 0.153182 0.14958 0.144436 0.141285
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.092235000000000025 0.11474000000000002 0.17025000000000004 0.40945500000000007 0.093575000000000019 0.13501500000000002 0.062655000000000016 0.094835000000000017 0.30112000000000005 -0.10096999999999999 -0.11713499999999999 1.0000000180025095e-35 -0.010424999999999999 0.0082450000000000006 0.086555000000000007 0.089770000000000016 -0.15464999999999998 -0.088784999999999989 0.033845000000000007 -0.0094449999999999968 -0.38124499999999995 -0.51253999999999988 -0.067624999999999977 0.12745000000000004 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 11 -6 8 13 12 16 14 -5 28 15 -1 20 -10 19 26 -7 -22 -3 24 -24 -9 -16 -28 -4 -25
right_child=1 2 7 9 6 10 -8 25 17 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 21 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=0.00091926364015291638 0.00077512010401431985 0.00051822108380934762 0.00039199829530467216 0.00082751771918049559 0.00071293117744066739 0.00072722595459088428 0.0003742921383734914 0.00018761047259329753 0.00034536361451959651 0.00045591869143452615 0.00052952194345722611 0.00093309484894716125 0.00058898969010554535 0.00023833540188972034 0.00098897686775992915 0.00064644195257635437 0.00082701666633677642 0.00018312579436845447 0.00067875425617482197 0.00077126989327918585 0.00076393475105949473 0.00049725792733747664 0.00040074815373048026 0.00056901380599023185 0.00021561031237013581 -3.0928616247632919e-05 0.00082074493612262732 0.0006859739479817455 0.00057296493888096085 0.00039227894008165936
leaf_weight=29 76 40 39 27 81 568 24 34 44 60 39 64 44 22 20 97 75 88 48 487 25 33 45 22 43 20 781 33 30 83
leaf_count=29 76 40 39 27 81 568 24 34 44 60 39 64 44 22 20 97 75 88 48 487 25 33 45 22 43 20 781 33 30 83
internal_value=0 0.000424808 0.000381517 0.00076031 0.000472904 0.000770743 0.000635528 0.000270005 0.000309558 0.000577203 0.000717905 0.000795823 0.000679698 0.000414508 0.000789947 0.000709234 0.000728386 0.000237205 0.000797376 0.000801686 0.000716569 0.000612205 0.000399619 0.000375038 0.000310283 0.00010667 0.000819447 0.000815281 0.000470679 0.000429309
internal_weight=0 691 615 2430 338 2299 105 277 223 131 740 1559 71 91 1495 126 701 132 1369 1321 626 58 233 193 88 54 834 814 69 105
internal_count=3121 691 615 2430 338 2299 105 277 223 131 740 1559 71 91 1495 126 701 132 1369 1321 626 58 233 193 88 54 834 814 69 105
is_linear=0
shrinkage=0.00196078


Tree=5796
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 3 4 14 4 4 40 42 14 0 4 1 52 0 394 15 14 51 39 156 48 4 151 15 474 15
split_gain=19.628 3.46445 2.15957 1.67656 0.988501 0.845628 0.719327 0.703432 0.668061 0.594853 0.492554 0.488201 0.467247 0.530031 0.520065 0.469833 0.314973 0.284397 0.286174 0.259575 0.257264 0.252866 0.230236 0.229109 0.290134 0.214829 0.210252 0.205009 0.18483 0.182729
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.30112000000000005 0.36766000000000004 0.062655000000000016 0.27834500000000006 0.27834500000000006 -0.0061149999999999998 -0.0060199999999999993 -1.0000000180025095e-35 -0.13027499999999997 0.0061450000000000003 0.083135000000000014 0.056145000000000007 -0.079119999999999982 -0.079154999999999989 0.024640000000000006 -0.41790499999999997 0.11548000000000001 0.08456000000000001 -0.0011799999999999998 0.093265000000000015 -0.50052499999999989 -0.088784999999999989 0.050935000000000008 0.090685000000000016 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 7 6 10 8 12 -4 -3 -5 -1 15 17 -14 -7 21 -19 26 -8 -15 -13 -20 25 -25 -2 28 -27 -12
right_child=1 5 9 11 -6 16 20 -9 -10 -11 29 22 13 14 -16 -17 -18 18 23 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0011618509898724148 0.00064627882037854095 0.00038942292541638827 0.00087800040475878062 0.00090238175183906491 0.00063358824007712249 0.00012839789788611587 0.00052312056922695547 0.0010940152393474855 0.00057121871320245236 0.00059318356784080883 0.00077626232231568163 0.00038991377698074952 0.00094590626010039949 0.00095467589963058258 0.00083862668393975322 0.00065823607562340302 0.00037313726310636482 0.00066544245417211564 0.0010368360150907147 0.00071761607423765598 0.00028131764717123002 0.0008196252306886748 0.00063681603918252421 0.0010013784688282636 0.00071734239979976875 0.00078854346786508679 0.0004759514825913889 0.00091526888664231925 0.00097877643271988509 0.00053874286667754249
leaf_weight=29 33 36 130 22 48 62 21 84 22 36 33 20 35 1107 276 58 30 20 46 24 87 56 53 75 34 108 179 313 24 20
leaf_count=29 33 36 130 22 48 62 21 84 22 36 33 20 35 1107 276 58 30 20 46 24 87 56 53 75 34 108 179 313 24 20
internal_value=0 0.000527157 0.000644876 0.000901675 0.000912064 0.000363411 0.000435893 0.000917909 0.000911194 0.000816233 0.000566413 0.000646336 0.000914623 0.000911292 0.000917831 0.000766499 0.000208204 0.000930092 0.000896176 0.000524345 0.000328335 0.000948173 0.000569172 0.000903867 0.000892826 0.0009043 0.000502465 0.000887938 0.000823131 0.000686632
internal_weight=0 691 402 2430 2335 289 197 2287 2203 166 89 95 2181 2152 2059 93 92 1783 620 236 108 1163 73 600 554 520 212 445 132 53
internal_count=3121 691 402 2430 2335 289 197 2287 2203 166 89 95 2181 2152 2059 93 92 1783 620 236 108 1163 73 600 554 520 212 445 132 53
is_linear=0
shrinkage=0.00196078


Tree=5797
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 51 2 49 44 3 3 447 4 4 132 14 48 16 1452 457 51 159 2 1 3 51 48 15 11 42
split_gain=0.843799 0.227166 0.159373 0.146347 0.104896 0.0730225 0.0956881 0.0679742 0.0825106 0.0796187 0.07926 0.0792085 0.0737595 0.0946108 0.0620656 0.0651455 0.0796748 0.0639425 0.0613168 0.0633221 0.0583129 0.0799346 0.0799973 0.129245 0.0777974 0.0774322 0.0717407 0.0970735 0.0847542 0.0818528
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 0.10614000000000001 0.121465 0.11560500000000001 1.0000000180025095e-35 0.090900000000000009 -0.076514999999999986 0.089395000000000016 -0.059649999999999988 0.0049200000000000008 0.090440000000000006 -1.0000000180025095e-35 -0.068459999999999979 -0.078844999999999985 0.086765000000000023 0.09228500000000002 -0.22411499999999998 0.11389500000000001 0.08647500000000001 0.08864000000000001 -0.13309499999999996 -0.095144999999999993 0.090720000000000009 -0.098289999999999975 1.0000000180025095e-35 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 7 6 -5 8 9 11 -9 18 -11 -14 15 17 -17 -3 19 20 -1 22 25 26 -25 -22 28 -28 -24 -29
right_child=1 2 -4 5 -6 -7 -8 10 -10 12 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.012445340357657712 0.010525947055803279 0.012067572095177392 0.0020766546224950384 0.0081161339334247518 0.002006767550483346 0.012673122412525118 0.00084875135105990241 0.0095483328324801747 0.015803489608224482 0.008799364792537831 0.0045518016464484393 0.0032234603632241491 -0.0015725794265745209 0.0080377374642661634 -0.00079168642904343359 0.00826201312149351 0.0034264331452457395 0.0053556123928865419 0.012193211914078954 0.013229924188331202 0.004892480677725481 0.0053864938815912375 0.0091312859915770091 0.0077314886120369748 -0.00077785073504359897 0.010239186467895992 0.010475222244858744 0.0072586246288548683 0.015163910714909435 0.00024342697659700082
leaf_weight=59 78 22 161 132 20 28 21 63 20 63 64 20 20 21 21 40 230 40 84 43 28 52 786 21 22 830 40 39 24 29
leaf_count=59 78 22 161 132 20 28 21 63 20 63 64 20 20 21 21 40 230 40 84 43 28 52 786 21 22 830 40 39 24 29
internal_value=0 0.00540881 0.00483452 0.00566601 0.00921796 0.00797791 0.00711865 0.00927991 0.00940971 0.00935108 0.0070304 0.00948628 0.00665097 0.00334978 0.00448058 0.00481407 0.00414282 0.00773728 0.00954717 0.00943452 0.00934996 0.00925235 0.00936286 0.00873624 0.00337787 0.0100647 0.00898723 0.00656625 0.00931003 0.00426685
internal_weight=0 773 695 534 2348 181 153 2328 2201 2181 127 2077 104 41 353 332 270 62 2057 1973 1930 1871 1819 961 43 858 918 108 810 68
internal_count=3121 773 695 534 2348 181 153 2328 2201 2181 127 2077 104 41 353 332 270 62 2057 1973 1930 1871 1819 961 43 858 918 108 810 68
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 47 49 14 12 2 124 1 12 2 15 4 14 51 3 0 15 4 3 15 151 42 52 47 15 0
split_gain=25.8536 4.43162 2.72516 1.7831 1.56046 0.846953 0.785152 0.696463 0.919993 0.664775 0.663888 0.691284 0.613712 0.456185 0.438902 0.381001 0.376038 0.359508 0.265051 0.256933 0.406418 0.228119 0.483091 0.267095 0.208639 0.189373 0.185625 0.179604 0.178924 0.173173
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.065819999999999976 0.088725000000000012 0.13082500000000002 0.14705000000000004 0.076175000000000007 0.051320000000000005 0.10672500000000001 -0.080389999999999989 0.077845000000000011 0.091325000000000003 0.14285500000000004 1.0000000180025095e-35 0.053925000000000008 0.062655000000000016 -0.10056999999999998 -0.05647499999999999 -0.11242999999999999 -0.095244999999999982 -0.059649999999999988 0.090900000000000009 -0.09095499999999998 -0.088784999999999989 0.086730000000000015 0.0031350000000000002 0.090100000000000013 -0.41942499999999994 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 24 13 10 8 -1 -6 11 -5 19 14 18 -14 17 -12 -4 20 -10 -19 29 -24 -3 -21 -17 -26 -15 -23
right_child=1 2 5 6 9 -7 -8 -9 12 -11 16 -13 15 28 -16 26 -18 21 -20 25 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00069976002708369608 0.0010169577530140233 0.00067267815600715436 0.00054851553109791875 0.00099055214060677428 0.00092577659464501715 0.00064702736728078922 0.0005540047428735039 0.0012258109176140925 0.0010858755923953711 0.00057296951168349819 0.0010596224086438634 0.00061807592643705331 0.00099766780604290694 0.00033420418476992869 0.00063559838983358113 0.00081286736303882285 0.0012083513654914558 0.0010054062691427046 0.00030509767071687559 0.0010765924975847014 0.00069967332241289754 0.00096277866013926103 0.00083153944007411794 0.0005379874269194144 0.00049562798119913117 0.0010231426569020426 0.0010013874192364742 0.00068384438766408938 0.000161904157947862 0.00082731020433226654
leaf_weight=34 76 40 21 30 77 37 25 65 22 28 68 53 588 37 25 71 20 62 95 739 20 115 26 22 171 389 28 22 62 53
leaf_count=34 76 40 21 30 77 37 25 65 22 28 68 53 588 37 25 71 20 62 95 739 20 115 26 22 171 389 28 22 62 53
internal_value=0 0.000570271 0.000515071 0.0010001 0.000633231 0.000370891 0.000892202 0.00102625 0.00101939 0.000831695 0.000911033 0.000752706 0.00102524 0.000328319 0.000399951 0.000978721 0.000946938 0.000931827 0.000349165 0.00105255 0.00090197 0.000900568 0.000870476 0.000696995 0.000543794 0.00105816 0.000866186 0.000517083 0.000226299 0.000920042
internal_weight=0 691 615 2430 338 277 474 1956 1891 105 449 83 1857 240 141 687 366 346 116 1170 42 278 216 48 233 1128 99 193 99 168
internal_count=3121 691 615 2430 338 277 474 1956 1891 105 449 83 1857 240 141 687 366 346 116 1170 42 278 216 48 233 1128 99 193 99 168
is_linear=0
shrinkage=0.00196078


Tree=5799
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 14 1 2 2 4 1 1 2 12 49 16 0 12 47 14 4 43 4 2 16 42
split_gain=23.4978 3.74911 2.30722 1.75726 1.50759 1.20925 0.673882 0.636187 0.63171 0.624514 0.58745 0.450438 0.445467 0.438989 0.567769 0.280525 0.529538 0.26638 0.260484 0.217121 0.224897 0.195058 0.191026 0.189569 0.21105 0.187143 0.176117 0.172822 0.210331 0.388599
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.13501500000000002 -0.069389999999999993 0.062655000000000016 0.09253500000000002 0.16394500000000004 -0.090999999999999984 -0.013514999999999998 0.093100000000000002 0.086920000000000011 0.089605000000000018 0.11472500000000001 -0.053364999999999996 -0.080509999999999984 0.14486500000000005 0.090285000000000018 0.090100000000000013 -0.46596499999999991 0.40945500000000007 0.057265000000000003 -0.036839999999999991 0.087815000000000018 0.013515000000000001 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 22 9 -6 13 -4 12 -5 17 -1 19 21 27 -17 23 -12 -7 25 -15 -3 -10 -25 -21 -2 28 -14 -30
right_child=1 2 8 10 6 7 -8 -9 11 -11 18 -13 15 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00068134669054545707 0.00099826105435689297 0.00046134264557382091 0.00061640242005095761 0.00087838576120488783 0.00087844670699532281 0.0011180196970523369 0.00053572934680143553 0.00064769813949181365 0.0004907123073387672 0.0011475541361239778 0.00067501815278706121 0.00014587397179165228 0.0010067881626107254 0.00094934059298802502 0.00059221927650502412 0.0009350138149647779 0.00062886948466224751 0.00055996853803448826 0.00042205797634298453 0.00096307495195607361 0.00075319421866319085 0.00082332409484604113 0.00062509996350854633 0.00039802020465143589 0.00024248907063883086 0.00081627750002286016 0.00079391993752686801 0.00095035340894332443 0.0010227299787240794 0.00068634798764572727
leaf_weight=22 50 190 27 34 71 23 32 48 22 70 34 56 653 67 35 391 23 20 29 202 28 160 32 51 98 40 24 535 31 23
leaf_count=22 50 190 27 34 71 23 32 48 22 70 34 56 653 67 35 391 23 20 29 202 28 160 32 51 98 40 24 535 31 23
internal_value=0 0.000515614 0.000464176 0.000929306 0.000575912 0.000939977 0.000771971 0.000864264 0.000331642 0.000966096 0.000670674 0.000300514 0.000958526 0.000882994 0.000824677 0.000962208 0.000918006 0.000345853 0.000558576 0.00093514 0.000919562 0.000860518 0.000484947 0.000320811 0.000295725 0.000938811 0.000931988 0.000976942 0.000997063 0.000879456
internal_weight=0 673 599 2448 325 2351 103 603 274 1748 97 247 1678 555 262 1656 414 191 63 293 270 227 222 171 149 242 74 1242 707 54
internal_count=3121 673 599 2448 325 2351 103 603 274 1748 97 247 1678 555 262 1656 414 191 63 293 270 227 222 171 149 242 74 1242 707 54
is_linear=0
shrinkage=0.00196078


Tree=5800
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 0 2 9 4 15 51 0 3 14 4 3 157 150 0 50 13 13 160 42 52 10 49 0 41 3
split_gain=0.935079 0.243435 0.156762 0.111754 0.114457 0.0936416 0.0799407 0.16674 0.0866914 0.0922539 0.0858183 0.0856075 0.0787891 0.0708824 0.0858321 0.0939052 0.0884908 0.138544 0.118487 0.0760649 0.0799893 0.105272 0.105274 0.0710709 0.0699948 0.0659251 0.0600601 0.0587464 0.058458 0.0816318
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.24498999999999996 0.22582000000000002 0.10252500000000002 -1.0000000180025095e-35 -0.050494999999999991 -0.026084999999999994 0.10532000000000001 0.024095000000000002 -0.10831999999999999 0.062655000000000016 0.0061450000000000003 0.10299500000000002 -0.029304999999999998 0.09487000000000001 -0.11242999999999999 -1.0000000180025095e-35 0.0049450000000000006 0.15641500000000003 -0.054789999999999998 -0.0090649999999999984 0.056145000000000007 -0.0026549999999999994 -0.079429999999999987 -0.11173999999999999 0.082095000000000015 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 13 7 25 -8 10 28 12 -9 14 15 19 -16 18 -18 -1 23 22 -22 -21 -4 -6 -14 -25 29 -10
right_child=1 2 24 4 6 -7 8 11 9 -11 -12 -13 26 -15 16 -17 17 -19 -20 20 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.016024239811425409 0.010247308528279047 0.011814630458996233 -0.00033560964461493072 0.011808496412749475 0.0045257510077406438 0.0028922378923743964 0.0095329021318600743 0.015386944385245445 0.0015863386687464049 -0.0013078217078665538 0.0090983578041496302 0.002874665113631636 0.0037628569196732271 0.012531783394195046 0.0032692133623640988 0.0049517771392758635 0.012660272718494526 0.0030475995131143321 0.0082893375270297054 0.011449990326828148 0.0019459608736831476 0.011301978669031581 0.0081537462602178541 0.0066065272153794487 0.0052974896427940626 -0.0023291132238227874 0.0098408263913976664 0.010014171715742407 0.0084963417379185554 0.0059595470100776444
leaf_weight=21 102 28 71 26 47 20 26 20 137 35 31 22 21 89 32 37 84 38 237 370 34 81 139 53 32 20 72 1113 21 62
leaf_count=21 102 28 71 26 47 20 26 20 137 35 31 22 21 89 32 37 84 38 237 370 34 81 139 53 32 20 72 1113 21 62
internal_value=0 0.00569572 0.00500382 0.00565471 0.0053353 0.00970561 0.00500787 0.00655777 0.0040044 0.00350181 0.00417248 0.00858179 0.00969291 0.00976414 0.00965413 0.00993893 0.00830808 0.00875723 0.00943313 0.0100408 0.00997062 0.00832675 0.00693372 0.0102425 0.00141448 0.00247952 0.00846838 0.00985928 0.00347838 0.00294885
internal_weight=0 773 671 568 540 2348 514 202 312 286 251 135 113 2328 2239 1848 391 359 321 1811 1790 254 173 1536 103 67 93 1166 220 199
internal_count=3121 773 671 568 540 2348 514 202 312 286 251 135 113 2328 2239 1848 391 359 321 1811 1790 254 173 1536 103 67 93 1166 220 199
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 14 2 1 12 2 4 52 4 0 12 4 12 15 40 1 49 2 16 4 1 4 3 1 50
split_gain=27.8623 4.73207 2.29961 2.04678 1.75416 1.61361 1.16015 1.15947 0.939224 0.930208 0.868511 0.73995 0.497971 0.514515 0.469487 0.433644 0.400008 0.371092 0.355538 0.34437 0.34201 0.336017 0.303947 0.262748 0.234111 0.232858 0.232774 0.24921 0.220592 0.204106
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.11362000000000001 0.062655000000000016 -1.0000000180025095e-35 0.093575000000000019 0.089410000000000003 0.10613000000000002 0.033845000000000007 1.0000000180025095e-35 0.24564500000000003 -0.11173999999999999 0.091475000000000015 -0.04890499999999999 0.13597000000000004 -0.097454999999999986 -0.077714999999999992 0.16175000000000003 -0.054984999999999992 0.094835000000000017 -0.12029499999999999 -0.020529999999999996 0.13265500000000002 -0.51843499999999987 -0.14989499999999997 0.12958500000000003 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 21 7 6 11 19 22 -7 28 14 13 23 18 26 -12 -11 -1 -3 29 -2 -4 -13 -20 -18 -16 -28 -9 -6
right_child=1 4 8 -5 20 9 -8 10 -10 17 16 12 -14 -15 15 -17 25 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011283627759668426 0.00073966560115162774 0.00047913864661859254 0.0011028235709225689 0.00057178096181385212 0.00025354913176258115 0.0004646634109610436 0.0012888219282288864 0.00092674005420012736 0.00060874480974449903 0.00096720348944475342 0.00078386195259643539 0.0010583953784901391 0.0010640288160287121 0.00060027279341576777 0.0012537296513925077 0.0010307018807184033 0.00054226768982225382 0.00071482823572072 0.0010056216606259846 0.00024405949613462915 2.8766738989996531e-05 0.00099821013753581436 0.00083855231842042718 0.00086042073096837793 0.00074641624545539306 0.00032505555187954622 0.00092079734986684481 0.0010962904662381594 0.00066722254104474013 0.00047082600089158605
leaf_weight=23 23 46 27 84 68 20 85 34 62 112 24 39 88 22 35 578 138 28 21 50 21 121 44 76 37 22 32 1119 20 22
leaf_count=23 23 46 27 84 68 20 85 34 62 112 24 39 88 22 35 578 138 28 21 50 21 121 44 76 37 22 32 1119 20 22
internal_value=0 0.000585324 0.0010358 0.000815023 0.000467635 0.0010502 0.00106431 0.000538604 0.000785073 0.00086022 0.000611977 0.00105509 0.000948933 0.000875003 0.00106804 0.00107474 0.000547809 0.000916728 0.000922072 0.000356702 0.000254087 0.000956915 0.00093905 0.00092756 0.000840266 0.000512401 0.0010962 0.00109141 0.000830622 0.000306661
internal_weight=0 673 2448 228 445 2315 2155 334 133 160 238 2070 225 137 1845 1764 184 140 81 96 111 144 71 115 58 160 1186 1151 54 90
internal_count=3121 673 2448 228 445 2315 2155 334 133 160 238 2070 225 137 1845 1764 184 140 81 96 111 144 71 115 58 160 1186 1151 54 90
is_linear=0
shrinkage=0.00196078


Tree=5802
num_leaves=31
num_cat=0
split_feature=1 1 16 2 4 3 457 132 13 49 124 160 0 14 124 34 2 4 4 124 11 12 1 43 0 43 4 48 3 0
split_gain=0.897582 0.232061 0.167875 0.0995345 0.123096 0.0975028 0.0912557 0.0937588 0.0882992 0.0851462 0.0859376 0.0974433 0.0761899 0.0748106 0.0706664 0.096845 0.0969027 0.0566809 0.0791934 0.0562446 0.0555302 0.0546206 0.0535303 0.0735309 0.0530665 0.106371 0.0528496 0.112125 0.103457 0.0926321
threshold=0.11829500000000003 0.096325000000000008 0.5136400000000001 0.10774000000000002 -0.07168999999999999 0.31370500000000007 0.079590000000000008 0.081465000000000024 -0.47860499999999995 -0.097394999999999995 -1.0000000180025095e-35 -0.080409999999999995 -0.076899999999999982 0.062655000000000016 0.0049200000000000008 -0.038779999999999995 0.11870500000000002 -0.04890499999999999 0.063160000000000008 -0.087104999999999988 0.082245000000000013 -0.26532499999999998 0.13471500000000003 -1.0000000180025095e-35 -0.23091999999999999 -0.016814999999999997 -0.085594999999999991 0.091035000000000019 -0.15327499999999997 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 13 -5 14 7 9 21 -3 19 -12 -6 20 15 -2 -17 -18 -19 -11 26 -7 23 -20 -8 -26 27 28 -1 -28
right_child=5 2 -4 4 12 8 24 -9 -10 10 11 -13 -14 -15 -16 16 17 18 22 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.018320580078288913 0.00047370303322428044 0.012543555183947321 0.0114235208823955 0.0013250592513941229 0.0042723189612540102 0.0068106677866755774 0.0076980643805914699 0.0018898294209652852 -0.0030045691343462645 0.0079549287073314191 0.01192877192943528 0.0069218237818704249 0.0093026882590493184 0.012764744550629285 4.616539772541728e-05 0.0088169272833346687 0.009190278979284424 -0.0018415748575617643 0.0030212071602759155 0.0014033249236251179 0.0045840243853273845 0.00054849434993229805 0.0020779239942050102 0.010855891913175583 0.0050575972786424941 -0.003853182448074222 0.0096144327052507424 0.0036389260296709838 0.010886922823233411 0.0038101321319118143
leaf_weight=20 35 32 81 27 36 26 21 31 34 20 49 188 184 83 28 83 21 22 23 38 21 30 38 25 37 21 1526 20 293 28
leaf_count=20 35 32 81 27 36 26 21 31 34 20 49 188 184 83 28 83 21 22 23 38 21 30 38 25 37 21 1526 20 293 28
internal_value=0 0.00914941 0.00724208 0.00959088 0.00769747 0.00387228 0.00646702 0.00714586 0.0010153 0.00764413 0.00711267 0.00795702 0.00847954 0.00982577 0.00480729 0.00534701 0.00615157 0.00443665 0.00351233 0.0036625 0.00969792 0.00345593 0.00488193 0.00710177 0.00339081 0.00183128 0.00975483 0.0108981 0.0113619 0.00950985
internal_weight=0 2756 518 2238 247 365 437 358 90 327 295 237 220 1991 275 247 212 129 108 58 1908 56 86 48 79 58 1887 333 313 1554
internal_count=3121 2756 518 2238 247 365 437 358 90 327 295 237 220 1991 275 247 212 129 108 58 1908 56 86 48 79 58 1887 333 313 1554
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 10 44 1 457 147 12 157 157 42 475 403 43 43 1 13 16 0 47 484 51 159 3 3 399 48
split_gain=0.734922 0.228462 0.168362 0.121291 0.111441 0.0824373 0.0784946 0.0926754 0.141926 0.105278 0.067765 0.0731459 0.0683856 0.0670024 0.0697392 0.0723028 0.0669098 0.0638472 0.0633074 0.0618133 0.0690074 0.0595751 0.059462 0.0823299 0.068899 0.083121 0.0576827 0.0565568 0.054894 0.0548785
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 -0.079859999999999987 0.081805000000000017 0.089625000000000024 0.045365000000000009 1.0000000180025095e-35 0.090285000000000018 -0.089089999999999989 -0.077664999999999998 -0.079539999999999986 -0.069854999999999987 -0.074254999999999988 -0.03898999999999999 -0.14386499999999997 0.12000500000000001 -0.064619999999999983 0.19444000000000003 -0.08095999999999999 0.11518500000000002 -0.020124999999999994 -0.16666999999999996 0.087225000000000011 -0.083784999999999984 -0.076669999999999988 0.091255000000000017 0.099800000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -2 7 10 9 22 11 -6 21 16 -15 28 17 -14 29 -17 26 -12 23 -9 -25 -26 -21 -28 -16 -7
right_child=3 -3 -4 -5 6 18 -8 8 -10 -11 12 -13 13 14 15 19 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0036761707953701264 -0.0014825909625356779 0.0027822007967236765 -0.00014145424508530161 0.009689566841448791 0.012554127749217514 0.0057911519839238951 0.013050340339970335 0.012720154183309363 0.0036855695717004609 0.00089353595860302464 0.0080624042474664748 0.009082970917873863 0.012153702736534973 0.012588037024917349 0.0086127037528238373 0.0080671928698550274 0.015421076526954063 0.0074021700841807566 0.0019549945589448004 0.0093979240195559612 0.00076035611779877443 0.00052137080241333354 0.0057205288926175301 0.013257002422156243 0.0083234872010352588 0.0024770951928355951 0.00023087036795914177 0.0061158606667448302 0.014346991986967622 0.00035097696818411352
leaf_weight=48 39 75 23 28 64 118 38 46 87 20 20 1180 47 28 101 174 21 71 145 42 27 22 78 26 376 26 20 89 20 22
leaf_count=48 39 75 23 28 64 118 38 46 87 20 20 1180 47 28 101 174 21 71 145 42 27 22 78 26 376 26 20 89 20 22
internal_value=0 0.00822615 0.0083777 0.00337511 0.00845106 0.00282942 0.00853844 0.00847212 0.0074485 0.00802083 0.00882236 0.00926155 0.00802125 0.00827777 0.00773882 0.00745177 0.0102203 0.00929473 0.00341948 0.00672688 0.00541669 0.00411234 0.00827907 0.00870009 0.00826803 0.00794536 0.00624928 0.00503605 0.00956052 0.00493627
internal_weight=0 2769 2694 352 2671 324 2623 2585 659 572 1926 1244 682 640 501 473 139 118 285 352 178 42 552 474 428 402 151 109 121 140
internal_count=3121 2769 2694 352 2671 324 2623 2585 659 572 1926 1244 682 640 501 473 139 118 285 352 178 42 552 474 428 402 151 109 121 140
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 12 2 1 4 14 44 0 1 4 2 34 13 0 156 2 13 130 160 16 48 4 12 51 10 130
split_gain=13.5908 2.44182 1.45735 1.14101 1.01104 0.838647 0.566995 0.508373 0.500391 0.398536 0.2986 0.40506 0.475856 0.363116 0.293835 0.282319 0.242459 0.209826 0.226394 0.206333 0.205926 0.322216 0.481743 0.365698 0.176641 0.229076 0.21533 0.175599 0.175043 0.168568
threshold=0.104035 -0.40967499999999996 0.13604000000000002 0.40124500000000002 0.088105000000000003 -0.029094999999999999 0.13754500000000003 0.092845000000000025 0.40473500000000007 0.062655000000000016 0.081805000000000017 -0.13027499999999997 0.081670000000000006 0.0061450000000000003 0.17025000000000004 -0.028109999999999996 -0.016469999999999995 -0.079119999999999982 -0.0011799999999999998 0.094835000000000017 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.016164999999999995 0.093265000000000015 -0.50052499999999989 0.08401500000000002 0.11548000000000001 -0.38124499999999995 0.012250000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 9 19 -6 10 11 12 -7 17 15 -4 -17 27 -19 -1 -3 -22 -23 -24 25 -20 -27 -13 -16 -21
right_child=1 2 14 -5 8 6 -8 -9 -10 -11 -12 13 -14 -15 28 16 -18 18 24 29 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00081765051482438371 0.00074363756964273436 0.00032761583220699344 8.3291082136223427e-05 0.00029829149164892487 0.00066229815651314844 0.00079269918560500511 0.00049627804166277561 0.00044203165165854669 0.00039732803595161025 0.00087189093420924973 0.00094461272250113623 0.00077013373033497261 0.00050235275501762727 0.00067063208027471689 0.0001882252575573968 0.00024452581944619763 0.00044511234527758132 0.00085197872111457895 0.00081786898966708214 0.00050551774278961392 0.00019946077735820674 0.00067801904027538153 0.00046671381932699232 0.00016793435122939497 0.0005674347413849889 0.0005310951287742534 0.00071161476884808476 0.00065756994912646069 -5.0218386265138784e-05 0.00072945930623735482
leaf_weight=28 76 178 25 24 87 34 37 59 40 86 26 1098 60 260 29 65 36 46 75 28 20 31 63 21 32 27 430 56 20 24
leaf_count=28 76 178 25 24 87 34 37 59 40 86 26 1098 60 260 29 65 36 46 75 28 20 31 63 21 32 27 430 56 20 24
internal_value=0 0.000412065 0.000371091 0.000723708 0.000431287 0.000727952 0.000737016 0.000580112 0.000578843 0.000741011 0.000735761 0.000733197 0.000607372 0.000739041 0.000219741 0.000269845 0.000316022 0.000749123 0.00071971 0.000681947 0.000371415 0.000429166 0.000469115 0.000392019 0.000708922 0.000717433 0.000700949 0.000764671 9.09013e-05 0.000608875
internal_weight=0 691 615 2430 440 2406 2267 139 127 2230 2144 2118 94 2024 175 126 101 1764 610 80 313 135 115 84 564 532 457 1154 49 52
internal_count=3121 691 615 2430 440 2406 2267 139 127 2230 2144 2118 94 2024 175 126 101 1764 610 80 313 135 115 84 564 532 457 1154 49 52
is_linear=0
shrinkage=0.00196078


Tree=5805
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 2 4 1 457 483 2 1453 3 51 96 52 14 4 48 48 12 11 43 133 4 133 13 475 160 131
split_gain=0.668724 0.207098 0.147745 0.101434 0.0998441 0.0735479 0.0701628 0.110108 0.122609 0.0845235 0.0774325 0.0761213 0.0766048 0.0725221 0.0681896 0.0625159 0.0739721 0.0673952 0.062349 0.0776375 0.0597802 0.0590065 0.0689826 0.0792297 0.0736653 0.0692624 0.111893 0.0915478 0.077873 0.078316
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.25063000000000007 -0.082769999999999982 0.096325000000000008 0.083415000000000017 0.093265000000000015 0.12198500000000001 -0.092059999999999989 0.092670000000000016 -0.20636999999999997 0.086715000000000014 -0.075329999999999994 -1.0000000180025095e-35 0.51303500000000013 0.092475000000000016 0.078735000000000013 0.095565000000000011 0.075910000000000019 0.016310000000000002 0.087985000000000022 -0.080584999999999976 0.08653000000000001 -0.084419999999999981 -1.0000000180025095e-35 -0.54784999999999984 0.11000000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 14 9 11 10 13 -9 -8 21 -6 15 -2 17 -17 19 -15 -18 22 23 25 -24 28 27 -27 -13 -30
right_child=3 -3 -4 -5 6 -7 7 8 -10 -11 -12 12 -14 18 -16 16 20 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0035801362044973455 -0.0016705611866200344 0.0027035947231731066 5.0535069211669588e-05 0.0090338420837984563 0.014795569367706776 -0.0028218787036497486 0.0020768521446734669 0.0074432548654887994 0.00099220073199830956 0.015316167021436351 0.001495709847949911 0.01504636541940272 0.00384671957979567 0.0087070591891208488 -0.0023297012739238285 0.0099130512428070826 0.0037836343498116442 0.0031916686915792526 0.0046968651494967775 0.014899933103117206 -0.0011286288307144725 0.012939959042705597 0.0017337656393647195 0.0074731935461822127 0.0074095766605316738 0.012899316630500835 0.017691614459423969 0.0045195022669345655 0.0085560859096796456 0.014748271689971998
leaf_weight=48 21 75 23 28 20 22 20 249 40 21 24 20 38 562 21 35 170 26 37 21 29 28 25 405 268 32 24 22 746 21
leaf_count=48 21 75 23 28 20 22 20 249 40 21 24 20 38 562 21 35 170 26 37 21 29 28 25 405 268 32 24 22 746 21
internal_value=0 0.00788675 0.00803105 0.00325934 0.00809977 0.00276031 0.00818247 0.00788228 0.0061628 0.00907353 0.00692039 0.00820866 0.00828394 0.00886869 0.00316696 0.00357774 0.00400165 0.0070482 0.0086775 0.00893013 0.00306778 0.00838992 0.00830841 0.0086275 0.00692529 0.00916796 0.0120103 0.00948532 0.00888625 0.00872562
internal_weight=0 2769 2694 352 2671 324 2623 1962 313 661 273 1649 1629 640 302 281 260 61 620 583 199 1591 1563 1270 293 865 78 54 787 767
internal_count=3121 2769 2694 352 2671 324 2623 1962 313 661 273 1649 1629 640 302 281 260 61 620 583 199 1591 1563 1270 293 865 78 54 787 767
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 14 2 42 2 1 0 457 49 4 39 43 2 2 475 13 47 40 1 133 2 4 1429 15
split_gain=20.6068 3.24779 1.7412 1.4181 1.25249 1.2395 0.860243 0.766272 0.745063 0.741643 0.536957 0.390175 0.446763 0.35496 0.340039 0.274506 0.262724 0.25746 0.253284 0.222575 0.218968 0.215374 0.206297 0.205619 0.203768 0.229572 0.184313 0.181739 0.17907 0.318047
threshold=0.10538500000000002 -0.059315 -0.080389999999999989 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 -0.0060199999999999993 0.14960000000000004 0.089770000000000016 -0.10836499999999999 0.080930000000000016 -0.054984999999999992 -0.55119499999999988 0.096625000000000016 -0.080324999999999994 0.31358000000000003 0.092365000000000017 -0.079029999999999975 -0.010384999999999998 0.10350500000000001 -0.077714999999999992 0.13075500000000004 -1.0000000180025095e-35 -0.0091949999999999983 -0.033174999999999989 0.084770000000000012 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 14 7 6 23 11 -8 -1 13 15 -13 20 -2 -4 27 21 -7 28 -6 -11 -16 -3 25 -5 -14 -10 -17 -30
right_child=1 5 4 24 10 18 8 -9 16 17 -12 12 26 -15 22 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00089682306144751747 0.0006237790626072772 0.00043291576736259694 0.0011751074682582509 0.0004223021833016911 0.00099212817019886422 0.00030735874349420092 0.00076168396703477179 0.0011404676419481928 0.00067655902975438382 0.00076523210833416902 0.00056344093881311461 0.00067674763376919923 0.00073594917375561174 0.00062241663584132597 0.00095862714570931547 0.00097246304902700556 0.00032989523282238081 0.00036416998864381977 8.9048559438591432e-05 0.00090444372683902235 0.00085075624124476119 0.00049086644475260309 0.00079464503579496385 0.00024912918768092696 0.00036792972507837892 0.00067398948431537866 0.00092269559457434599 0.00049929008536548616 0.00094872748810305462 0.00066953168070616842
leaf_weight=35 23 44 22 22 48 84 53 80 27 22 26 36 22 24 65 1125 30 21 27 278 344 22 54 50 24 38 266 126 62 21
leaf_count=35 23 44 22 22 48 84 53 80 27 22 26 36 22 24 65 1125 30 21 27 278 344 22 54 50 24 38 266 126 62 21
internal_value=0 0.000531442 0.000920113 0.000722571 0.000930878 0.000433494 0.000493783 0.000952625 0.000556965 0.000666705 0.000836809 0.000944422 0.000882688 0.000853895 0.000842032 0.000957686 0.000497675 0.000542796 0.000254256 0.000954467 0.000868067 0.000628049 0.000884215 0.000335157 0.000520626 0.000581704 0.00090843 0.000530573 0.000965979 0.000878088
internal_weight=0 667 2454 226 2354 441 330 1912 236 100 442 1832 324 416 142 1508 183 65 111 1486 392 44 119 94 84 60 288 153 1208 83
internal_count=3121 667 2454 226 2354 441 330 1912 236 100 442 1832 324 416 142 1508 183 65 111 1486 392 44 119 94 84 60 288 153 1208 83
is_linear=0
shrinkage=0.00196078


Tree=5807
num_leaves=31
num_cat=0
split_feature=4 3 2 1 12 457 149 40 42 47 48 157 51 403 49 1 43 1 151 2 40 0 48 0 12 481 43 49 51 16
split_gain=0.634856 0.193569 0.134164 0.0930064 0.100789 0.0909238 0.0850838 0.0822624 0.069704 0.0713197 0.0867513 0.0785315 0.100427 0.0733561 0.0665231 0.106007 0.065668 0.0717721 0.0647201 0.0588959 0.0586692 0.0623598 0.0850129 0.0558623 0.055191 0.0581231 0.0551441 0.0534912 0.0528366 0.0944427
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.090540000000000023 -0.010834999999999999 0.080930000000000016 0.07770500000000001 -0.0036699999999999992 0.11387000000000001 0.09364500000000002 0.090885000000000007 0.13634000000000004 -0.10250499999999999 -0.059794999999999994 -0.046019999999999998 0.12165500000000001 -0.082144999999999982 0.096475000000000019 -0.081864999999999979 -0.020134999999999997 -0.072504999999999986 -0.071719999999999992 0.11013500000000002 0.024095000000000002 0.095780000000000018 0.084540000000000018 -0.50216499999999986 0.13441 -0.063174999999999995 -0.40995499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 7 8 14 19 9 10 11 12 -6 -14 18 20 17 -15 -2 -5 -16 22 -22 28 25 -1 -26 -11 -17 -30
right_child=6 -3 -4 4 5 -7 -8 -9 -10 27 -12 -13 13 16 15 23 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0084813961879737654 0.0029988827090710402 0.0027492522531344247 0.00029488549284313039 0.0022922176089403886 0.015885785395013435 0.0028007677932446067 0.0085402076265641627 -0.00049215479968832095 0.0048571879515293404 0.0054335701627934718 0.014613313015757336 0.0039309919697247562 0.013672056935711925 0.0015238998807035387 0.00081061464429478211 -0.0011854903516359627 0.0090285489630378499 0.0092575959351268566 -0.005045994787942619 0.0071921998089769998 0.010512952335482958 0.0027440457139164213 0.0027762864902615546 -0.0023785188486466985 0.012353318622335793 0.012722038850188256 0.0069616081385744186 0.01108502252958715 0.0019227951318387612 0.0089437988977879284
leaf_weight=1571 20 75 23 35 21 37 28 26 64 103 27 31 26 28 21 30 158 21 20 82 49 29 20 28 20 33 368 20 82 25
leaf_count=1571 20 75 23 35 21 37 28 26 64 103 27 31 26 28 21 30 158 21 20 82 49 29 20 28 20 33 368 20 82 25
internal_value=0 0.00776025 0.00789976 0.00796524 0.00695453 0.00758383 0.00325155 0.00459575 0.00793848 0.00839182 0.00919578 0.00868254 0.00926246 0.00866551 0.0027945 0.00333226 0.00803666 0.00483834 -0.00102356 0.00572639 0.00560723 0.00663508 0.00827044 0.00169152 0.00830976 0.00856864 0.00723953 0.00635251 0.00252335 0.00356322
internal_weight=0 2769 2694 2671 679 536 352 143 499 435 312 285 254 233 324 284 207 49 40 117 119 98 69 165 1992 1604 388 123 137 107
internal_count=3121 2769 2694 2671 679 536 352 143 499 435 312 285 254 233 324 284 207 49 40 117 119 98 69 165 1992 1604 388 123 137 107
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=31
num_cat=0
split_feature=1 2 0 2 97 43 3 0 1 44 11 123 156 4 48 0 4 3 0 16 51 12 12 43 42 13 43 4 13 160
split_gain=0.522608 0.149068 0.0914124 0.0875914 0.0804101 0.0738605 0.104597 0.0721954 0.0642641 0.0640901 0.0600516 0.0570521 0.0575723 0.0547452 0.140242 0.106588 0.176001 0.0703615 0.0529881 0.0733303 0.0516501 0.0627894 0.0774323 0.0571795 0.0730753 0.0514844 0.0467963 0.0788999 0.0674621 0.0677095
threshold=0.12000500000000001 0.10252500000000002 -0.13843999999999998 0.15361500000000003 -0.083924999999999986 -0.04890499999999999 0.11658 -0.15090499999999998 0.14860500000000001 1.0000000180025095e-35 0.095720000000000013 0.11679000000000002 0.10339000000000002 -0.17966999999999997 0.092065000000000022 -0.062294999999999996 -0.053309999999999989 -0.10831999999999999 -0.019414999999999998 -0.25582999999999995 0.14122000000000004 -0.12529499999999996 0.11586 -0.086304999999999979 0.096610000000000015 -0.066634999999999986 -0.073404999999999984 -0.42529999999999996 0.073000000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 26 -1 7 -7 -3 11 10 13 12 20 14 17 -15 -17 -6 19 -10 21 -2 23 -23 -25 -18 -4 -28 29 -29
right_child=8 2 3 -5 9 6 -8 -9 18 -11 -12 -13 -14 15 -16 16 25 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0024710020064517405 0.0072017440644638808 -0.0040038494570624264 0.0080702057519304229 0.00069951932304180588 0.016487611550837757 0.0088004325444085742 0.0025286109573566 0.0034535441602629897 -0.0017425473996395754 0.012942490343093164 0.0019371046248124913 -0.001270374629403586 0.0087009747208946428 0.007462776091411054 0.002339067729189992 -0.0034547086725069676 0.010938300779089333 0.0098168180451466483 -0.0035027714625287519 0.0066238820040598516 0.0078215161338448524 0.0059927392115985811 0.007548683697519743 -0.00078846823855257631 0.0052748351898044346 0.00406851074997879 0.008500480304853654 0.001968981748047684 -0.00039120652204887441 0.0065624481537965686
leaf_weight=33 29 21 155 26 21 45 65 34 22 21 20 23 23 1910 21 24 20 64 26 20 24 22 23 97 25 24 83 42 22 136
leaf_count=33 29 21 155 26 21 45 65 34 22 21 20 23 23 1910 21 24 20 64 26 20 24 22 23 97 25 24 83 42 22 136
internal_value=0 0.00697453 0.00561989 0.00633878 0.00736938 0.0035983 0.00509436 0.000606176 0.00278859 0.00744544 0.00739058 0.00348993 0.00394049 0.00744292 0.00965695 0.00732427 0.00343378 0.0114649 4.51403e-05 0.00224147 0.0034428 0.00290663 0.00216078 0.00130021 0.000454012 0.00719114 0.00667353 0.00590856 0.00483292 0.0054786
internal_weight=0 2787 629 464 2158 165 110 55 334 2125 2104 266 243 2084 106 1978 68 85 68 42 220 196 167 144 122 44 438 283 200 178
internal_count=3121 2787 629 464 2158 165 110 55 334 2125 2104 266 243 2084 106 1978 68 85 68 42 220 196 167 144 122 44 438 283 200 178
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 4 3 13 49 16 1 10 2 10 4 12 13 157 51 16 52 16 52 447 147 49 49 401 42
split_gain=0.423312 0.123004 0.0959229 0.103311 0.0952205 0.0693237 0.0887658 0.0822977 0.0717918 0.065384 0.0629906 0.0571693 0.0580059 0.0686553 0.0809677 0.0607922 0.0534106 0.0771029 0.0524009 0.0560214 0.0578042 0.0884824 0.077667 0.0892447 0.0748497 0.0834761 0.079306 0.0743904 0.0876527 0.125005
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.08104500000000002 -0.078654999999999989 1.0000000180025095e-35 0.11924500000000002 0.043850000000000007 -0.026779999999999995 -0.36241499999999999 0.16773500000000005 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.51164000000000009 -0.093619999999999995 0.0076650000000000008 -0.48214999999999997 0.16385000000000002 0.042200000000000008 -0.14488499999999996 0.083160000000000026 -0.088614999999999985 0.084700000000000011 0.085050000000000014 -0.14811499999999997 0.12497000000000001 0.080710000000000018 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 16 8 -7 -9 -8 12 13 14 -2 -14 -5 -18 -3 20 21 -20 23 -22 25 26 -23 28 29 -24
right_child=11 18 -4 4 -6 7 10 9 -10 -11 -12 -13 15 -15 -16 -17 17 -19 19 -21 22 24 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012957846366233477 0.0018237217445857823 0.010516314868308495 -0.00094469681453819467 0.00055744891897553488 0.011335758970946902 0.0071432512411628906 0.0039128957848463741 0.0065878899595527745 0.0010763992100865359 0.0001862183332634278 -0.0034507084906531069 -0.0023011474014745783 -0.0045761335594579578 0.0023311314786121288 0.0082169311078569788 0.0029622671558805136 0.0045022512727882717 0.011615531507413835 0.010531769599765539 0.0023392875738922629 -0.0028395826861794507 0.0016522077952201169 0.0064640043265602153 0.0047863240035152755 0.0013117058062925935 0.013246007957495748 0.006842940159175412 0.002210503184270659 0.00049728068656155046 0.013084835619156366
leaf_weight=23 32 34 26 21 27 274 21 27 21 39 26 23 20 184 52 23 64 20 64 31 21 30 262 57 25 20 1560 41 21 32
leaf_count=23 32 34 26 21 27 274 21 27 21 39 26 23 20 184 52 23 64 20 64 31 21 30 262 57 25 20 1560 41 21 32
internal_value=0 0.00627708 0.00499373 0.00526797 0.00554754 0.00524289 0.0034514 0.0059972 0.00671137 0.00280508 -0.000160587 0.00250973 0.00286552 0.00341257 0.00578142 -0.000543966 0.0050682 0.00619589 0.00662098 0.00655978 0.00662112 0.00688423 0.00559112 0.0027332 0.00674145 0.00682576 0.006745 0.0062173 0.00673882 0.00718464
internal_weight=0 2787 589 563 540 513 152 361 295 66 47 334 311 268 84 43 105 84 2198 2164 2133 1699 434 78 1635 1610 1590 356 315 294
internal_count=3121 2787 589 563 540 513 152 361 295 66 47 334 311 268 84 43 105 84 2198 2164 2133 1699 434 78 1635 1610 1590 356 315 294
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=31
num_cat=0
split_feature=1 3 124 2 4 2 2 2 14 42 4 0 52 4 0 15 4 49 40 16 1 43 394 1 50 48 0 4 52 42
split_gain=13.0918 2.2738 1.03531 0.929374 0.895087 0.738 0.646274 0.608606 0.563594 0.503351 0.391251 0.373502 0.346465 0.337772 0.313475 0.282935 0.258349 0.239864 0.234625 0.198317 0.198164 0.187747 0.185474 0.169941 0.159814 0.236391 0.158486 0.157609 0.14133 0.186345
threshold=0.104035 -0.059315 -0.076779999999999987 0.14285500000000004 0.27834500000000006 0.13404500000000005 -1.0000000180025095e-35 0.10467500000000002 0.062655000000000016 -0.0060199999999999993 0.033845000000000007 -0.11173999999999999 1.0000000180025095e-35 -0.062539999999999984 -0.079119999999999982 -0.097454999999999986 0.27044500000000005 -0.054984999999999992 -0.077714999999999992 -0.039889999999999988 0.16175000000000003 -0.080324999999999994 -0.079154999999999989 0.11910500000000002 0.089465000000000017 0.093265000000000015 -0.038659999999999993 -0.49013999999999996 0.090245000000000006 0.095885000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 6 17 8 18 -8 10 -1 11 15 16 -9 -13 -4 -12 -2 -3 -17 -5 -11 -16 -6 25 27 -26 -24 29 -15
right_child=1 3 5 20 23 -7 7 13 -10 21 12 14 -14 28 22 19 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00070194785136218167 0.00048343392942721647 0.00034960571184119505 0.00079851595896081036 0.00021943694667399643 0.00048863227110891756 0.00049272298234469801 0.00064523464470517397 0.00060642657151409221 0.00089258858901819147 0.00049911233271810211 0.00063559822529300378 0.00076465204681165145 0.00075065792435681847 0.00036788616258021963 0.00052504709702642525 0.00044963496586527017 0.00040367054770397149 0.00069717749427289106 0.0001566451912307564 0.00067436838955204053 7.9065852604604684e-06 0.00027457793523788239 0.00078421700007601182 0.00031179771099731159 0.00074799193538769605 0.00054544560392113292 0.00093401829345998754 0.00069418086652015345 0.00050631750173364969 0.00016498608158572632
leaf_weight=40 24 47 23 90 48 49 45 25 85 41 153 1186 104 134 20 36 21 127 50 26 21 22 94 37 109 35 21 365 23 20
leaf_count=40 24 47 23 90 48 49 45 25 85 41 153 1186 104 134 20 36 21 127 50 26 21 22 94 37 109 35 21 365 23 20
internal_value=0 0.000416428 0.000722297 0.000335422 0.000572605 0.000730812 0.000385761 0.00043902 0.000735933 0.000529925 0.000729861 0.00073984 0.000661122 0.000393081 0.000745741 0.00061278 0.000607607 0.000663205 0.000250142 0.000543878 0.000179418 0.000420703 0.000710915 0.000411657 0.000716873 0.000700775 0.000778042 0.00071262 0.000362948 0.000341536
internal_weight=0 691 2430 455 236 2327 344 247 2278 103 2193 1915 278 202 1830 85 174 151 97 62 111 63 644 85 624 494 130 459 177 154
internal_count=3121 691 2430 455 236 2327 344 247 2278 103 2193 1915 278 202 1830 85 174 151 97 62 111 63 644 85 624 494 130 459 177 154
is_linear=0
shrinkage=0.00196078


Tree=5811
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 123 2 43 14 4 2 2 0 47 1 150 12 3 4 4 3 47 4 3 10 4 4 42 15
split_gain=23.8398 3.60185 2.37667 1.84314 1.33943 1.01647 0.719367 0.7057 0.703001 0.617506 0.603644 0.585215 0.574379 0.463215 0.538608 0.48959 0.460011 0.429547 0.298876 0.315423 0.245738 0.236987 0.23556 0.234706 0.1882 0.176636 0.16997 0.169087 0.160241 0.145196
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.099515000000000006 0.088725000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.17025000000000004 -1.0000000180025095e-35 0.062655000000000016 -0.111605 0.11474000000000002 0.13501500000000002 -0.11173999999999999 0.078875000000000015 0.083345000000000016 1.0000000180025095e-35 0.088305000000000008 0.30112000000000005 0.42642000000000008 -0.51843499999999987 -0.13309499999999996 0.090100000000000013 -0.036839999999999991 1.0000000180025095e-35 -0.38124499999999995 0.0061450000000000003 0.042705000000000007 0.084755000000000011 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 22 8 12 10 -1 13 -4 28 16 14 15 -7 21 20 19 -12 -15 -5 24 -2 -3 -9 -19 -22 -6 -11
right_child=1 2 7 6 11 9 -8 25 -10 29 18 -13 -14 17 -16 -17 -18 26 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055907464355324239 0.0010266670397683687 0.00043474454403212809 0.00071454112004628158 0.0010256907783076405 0.00076686066683148528 0.00095752373163561651 0.00059276142641056194 0.00024227006897983391 0.00093959188198342047 0.0012306837167511849 0.00053616326617948306 0.00052515242242686506 0.00067057243482445805 0.0012271626932643361 0.0011373828883264579 0.00069656025311278522 0.00064990557107963507 0.0009729019395658331 0.00025801106350995152 0.00034478162343182521 0.0010276730432015372 0.00089327388877510688 0.00067348141340506764 0.0007907728232394636 0.0005579258918679634 1.0043204415078257e-05 0.00087183887509404779 0.0008902656137618623 0.00094925118808754459 0.001055635426236295
leaf_weight=35 50 99 22 62 31 52 38 34 40 49 56 24 48 23 25 59 27 744 61 81 790 321 33 24 92 20 70 36 46 29
leaf_count=35 50 99 22 62 31 52 38 34 40 49 56 24 48 23 25 59 27 744 61 81 790 321 33 24 92 20 70 36 46 29
internal_value=0 0.000542046 0.000491627 0.000958737 0.000605033 0.000985858 0.000852003 0.000357113 0.000762017 0.000994802 0.000406414 0.000792494 0.000873512 0.000987397 0.000877374 0.000818813 0.000897271 0.000996394 0.000372177 0.000423011 0.00102725 0.00091471 0.000520508 0.000950161 0.000494078 0.00015626 0.000964211 0.00102168 0.000875821 0.0011656
internal_weight=0 673 599 2448 325 1952 496 274 75 1877 220 101 458 1799 136 111 410 1663 198 137 849 383 224 74 191 54 814 826 77 78
internal_count=3121 673 599 2448 325 1952 496 274 75 1877 220 101 458 1799 136 111 410 1663 198 137 849 383 224 74 191 54 814 826 77 78
is_linear=0
shrinkage=0.00196078


Tree=5812
num_leaves=31
num_cat=0
split_feature=1 4 105 2 402 1456 48 160 0 51 47 12 159 16 13 4 4 4 12 16 4 1 47 16 43 13 42 129 11 15
split_gain=0.497405 0.135677 0.12826 0.187093 0.0914456 0.0760914 0.0738421 0.0782867 0.0692554 0.0655809 0.0757148 0.0959795 0.0735078 0.0672692 0.13745 0.121706 0.106032 0.0611277 0.0603576 0.0531298 0.0784011 0.073134 0.112082 0.0671837 0.0526441 0.0549119 0.0513774 0.0687781 0.0654292 0.127774
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 -0.049894999999999995 0.14093000000000003 -0.24498999999999996 0.22582000000000002 0.10876000000000001 0.086785000000000015 0.11734000000000001 0.10382000000000001 -0.42170999999999997 -0.0079349999999999993 -0.0083799999999999986 0.50194500000000009 0.41555500000000006 -0.040564999999999997 -0.56967999999999985 0.042705000000000007 0.083345000000000016 0.084210000000000021 -0.43320999999999993 -0.081289999999999987 -0.42195999999999995 -0.12099999999999998 0.087710000000000024 1.0000000180025095e-35 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 7 -7 19 10 11 12 13 -9 24 -16 -17 18 -12 -1 26 23 -23 -22 -15 -26 -21 28 -28 -30
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 17 -13 -14 14 15 16 -18 -19 -20 20 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.012222653600786414 0.0081952291130362887 0.0091702773572941276 0.011310352622108027 -0.0044513121712952851 -0.0013129128637956455 0.0094727253230909511 -0.00028121272663179882 0.0039985768250622895 0.0013057366898283362 0.0076891619937499815 0.011534573899751361 0.0088791537191718808 0.005339962210439678 0.0058269611294640023 0.0027007142284318159 -0.011598737102176529 -0.0014248659922963098 0.00098459853158731534 0.0055398827569532981 0.0095866477668203193 0.0089331602950359842 -0.0031170878638725054 0.0058095886345164716 0.0053723981405408789 0.005760032439138741 -0.00029041657612348599 0.0072864027135902606 0.0046157126697716714 0.0067272306627970437 0.014644206215679231
leaf_weight=21 78 29 22 28 32 27 39 86 20 43 22 25 70 36 23 20 21 21 71 102 76 22 39 175 20 60 1718 92 47 36
leaf_count=21 78 29 22 28 32 27 39 86 20 43 22 25 70 36 23 20 21 21 71 102 76 22 39 175 20 60 1718 92 47 36
internal_value=0 0.00424057 0.00379674 0.00355112 0.00389852 0.00417057 0.00392229 0.00422309 0.00716515 0.00394946 0.00361092 0.00290144 0.00245667 0.00169791 0.000598699 -0.00312157 -0.00638773 0.00585762 0.00695798 0.00721549 0.00716991 0.00569579 0.00259013 0.00645056 0.00265126 0.0012222 0.00740045 0.00728265 0.00741888 0.0101611
internal_weight=0 773 695 673 645 613 584 545 2348 518 475 361 336 266 180 64 41 114 93 2328 2307 312 61 251 116 80 1995 1893 1801 83
internal_count=3121 773 695 673 645 613 584 545 2348 518 475 361 336 266 180 64 41 114 93 2328 2307 312 61 251 116 80 1995 1893 1801 83
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=31
num_cat=0
split_feature=1 2 48 123 97 4 3 12 33 15 11 1429 15 11 11 157 1209 43 481 483 131 13 457 2 15 15 159 3 0 160
split_gain=0.413602 0.121529 0.0779533 0.0709939 0.0668732 0.0651799 0.0623543 0.0751341 0.0616987 0.0537356 0.110694 0.0621687 0.0540019 0.132376 0.0810372 0.0701146 0.0644005 0.0673119 0.063662 0.0605172 0.0622505 0.0690172 0.0679161 0.0646941 0.0870925 0.0730587 0.0526589 0.0525515 0.0517966 0.0505224
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.083924999999999986 -0.50427999999999995 0.30112000000000005 -0.42850999999999995 0.083840000000000012 -0.11033999999999998 0.086080000000000018 -0.092414999999999983 0.040760000000000005 0.078065000000000009 0.077695000000000014 -0.23976499999999998 0.086895000000000014 -0.092909999999999979 -0.050084999999999991 -0.096724999999999992 0.096160000000000009 -0.07965499999999999 0.041220000000000007 0.079055000000000014 -1.0000000180025095e-35 -0.071579999999999991 0.09320500000000001 0.12745000000000004 -0.14723999999999998 -0.091944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 27 -8 9 -6 11 -11 14 -14 15 -13 17 -17 -19 -20 21 22 -21 25 29 -23 -9 -2 -5 -25
right_child=6 2 -4 28 8 -7 7 26 -10 10 -12 12 13 -15 -16 16 -18 18 19 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020846757226426044 0.0026880433472494286 0.010135459933622644 -0.0011709603213239462 -0.0022862457414157692 0.0082169264286292478 0.0052649276423999015 0.0040710450300727695 -0.0040021481264072159 0.011772349740014128 0.011550841899588705 -0.00048577031474965424 0.00088746550206381548 0.0067413247527402936 0.014109325688332321 -0.00028991678374863807 0.00877208772317036 0.00055854426987934859 0.0086141147947637366 0.0095364933238817826 0.0054555773014356625 0.0098806098938502129 0.0039814000866109775 0.0093868450089185339 0.0079944388050100079 0.0088053760853492556 -0.0022216037302578407 0.0021165227062407543 0.0067431429808493711 0.0040301890238314065 0.0028488376555157761
leaf_weight=33 201 29 20 20 180 523 34 39 23 24 23 26 990 25 21 97 20 80 37 236 29 49 54 23 45 31 22 38 37 112
leaf_count=33 201 29 20 20 180 523 34 39 23 24 23 26 990 25 21 97 20 80 37 236 29 49 54 23 45 31 22 38 37 112
internal_value=0 0.00619524 0.00497211 0.00517385 0.00655175 0.00552081 0.00247135 0.000304161 0.00662112 0.00656475 0.00641002 0.00649354 0.00642881 0.0069228 0.00584578 0.00599936 0.00616284 0.00630418 0.00596024 0.00561558 0.00536502 0.00512692 0.00618761 0.00394386 0.00499547 0.00157774 -0.00179541 0.00333279 0.0018139 0.0037255
internal_weight=0 2787 629 609 2158 552 334 95 2125 2102 1922 1899 1875 1015 860 839 813 793 696 616 579 550 290 260 180 80 61 239 57 135
internal_count=3121 2787 629 609 2158 552 334 95 2125 2102 1922 1899 1875 1015 860 839 813 793 696 616 579 550 290 260 180 80 61 239 57 135
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 49 1 2 1 40 1 1 1 4 52 52 4 16 133 2 11 12 15
split_gain=34.4132 5.958 2.58211 2.44287 2.1261 1.56482 1.33814 1.18777 0.955791 0.792337 0.781822 0.669756 0.637784 0.473107 0.707996 0.41514 0.387435 0.36649 0.32822 0.313204 0.476551 0.312468 0.322664 0.414946 0.282802 0.282135 0.273188 0.265975 0.26545 0.278663
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10467500000000002 0.062655000000000016 0.077845000000000011 0.14122000000000004 -0.062539999999999984 -0.054984999999999992 0.088770000000000016 0.090425000000000019 0.13075500000000004 -0.078554999999999986 0.12958500000000003 0.16175000000000003 0.12408500000000001 0.42642000000000008 -0.56176499999999996 0.039215000000000007 0.24564500000000003 0.11346000000000002 -1.0000000180025095e-35 -0.0091949999999999983 0.084680000000000019 0.090545000000000014 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 16 17 13 -4 21 -9 -2 28 26 25 -3 -8 -6 20 -13 -7 23 -23 -24 -5 -15 -14 29 -1
right_child=1 4 9 15 18 10 7 11 -10 -11 -12 19 27 14 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014013925462739545 0.00076477123527891107 0.0005357737233346203 0.0011114529754016912 0.00055075142326733214 0.00033984878552927429 0.001267712723975088 0.0011234294795522503 0.00091332031172864574 0.0014049117552391392 0.00071869029378409982 0.00080388098534700807 0.00055287024273142373 0.0010546736599761344 0.00092835527796583802 0.00078409365271134757 0.00042388377516390453 0.00028760261625185415 0.00076732132437766758 6.7614301922622408e-05 0.00042259139519699621 0.0008298536094587714 0.0010499296002820426 0.0011719566358178502 0.00076019722345719036 0.00095621895290264221 0.00082845364408375578 0.0011543323937387429 0.0012506327938799765 0.0011501502708826444 0.0012065389029208497
leaf_weight=29 24 46 28 22 90 34 25 25 76 67 41 104 89 22 23 24 51 20 21 42 31 200 141 21 28 39 316 38 358 1046
leaf_count=29 24 46 28 22 90 34 25 25 76 67 41 104 89 22 23 24 51 20 21 42 31 200 141 21 28 39 316 38 358 1046
internal_value=0 0.000655429 0.00115133 0.000908237 0.000524302 0.00116423 0.00060044 0.000677077 0.00118954 0.000834452 0.00106243 0.0006129 0.00105791 0.00118041 0.00111697 0.000642346 0.000405292 0.000965159 0.000288345 0.000570468 0.000616474 0.00108743 0.00107172 0.0010224 0.00113621 0.000728299 0.00113962 0.00111331 0.00119639 0.0012118
internal_weight=0 691 2430 236 455 2335 344 247 1870 95 465 202 151 1794 361 85 97 45 111 177 135 424 390 221 169 61 338 127 1433 1075
internal_count=3121 691 2430 236 455 2335 344 247 1870 95 465 202 151 1794 361 85 97 45 111 177 135 424 390 221 169 61 338 127 1433 1075
is_linear=0
shrinkage=0.00196078


Tree=5815
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 2 2 1 14 0 0 4 15 158 4 2 394 1 52 48 4 16 40 2 14 2 1 4
split_gain=26.0401 4.23144 2.09843 1.97668 1.70923 1.1184 1.10176 0.780586 0.761383 0.632132 0.565263 0.51726 0.526062 0.473236 0.436863 0.386947 0.49917 0.336176 0.302856 0.269649 0.255371 0.306093 0.330229 0.250042 0.241069 0.22873 0.227518 0.329867 0.227299 0.269106
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 -1.0000000180025095e-35 0.042705000000000007 0.13913500000000004 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.11173999999999999 -0.079119999999999982 -0.15464999999999998 -0.10469999999999999 1.0000000180025095e-35 0.27044500000000005 0.11704500000000001 -0.079154999999999989 0.16175000000000003 -0.56176499999999996 0.093265000000000015 -0.52556499999999995 -0.12029499999999999 -0.077714999999999992 0.10381000000000001 -0.42214499999999994 0.12437500000000001 0.12408500000000001 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 6 5 24 7 10 -7 -5 11 14 -13 -10 -1 16 23 -2 -14 -6 -20 22 -22 -8 -3 -17 -4 -28 29 -15
right_child=1 4 26 9 19 8 15 -9 13 -11 -12 12 18 28 -16 25 -18 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00097829189443705139 0.00080694616922088026 0.00029919885521856418 0.00055219828606109186 0.00078738509637605496 0.0001436371692052529 0.00064560432893060349 0.00082591864098015841 0.00049314798093309581 0.00067252006600884825 0.00045373508678548627 0.001046079812433745 0.00090710187591160323 0.00060003038970570942 0.00034390012128852806 0.00064629263908821434 0.00095495326456680794 0.00043673887384383729 0.00053401650673157402 0.00099473044326121819 -0.00010311426064408237 0.0010718431080283682 0.00067127975180926848 0.00083657313482389572 0.00068515939331652569 0.00010360629025700629 0.00076036975144820531 0.00042255011393256439 0.00011659659682681748 0.00022849030552491071 0.00055376026004194689
leaf_weight=20 131 47 23 34 90 57 81 20 20 61 78 1191 20 97 64 48 23 20 41 21 24 41 518 121 50 45 42 20 42 31
leaf_count=20 131 47 23 34 90 57 81 20 20 61 78 1191 20 97 64 48 23 20 41 21 24 41 518 121 50 45 42 20 42 31
internal_value=0 0.000419024 0.000632076 0.0008504 0.000308519 0.000376785 0.00086168 0.000878592 0.000446847 0.000573147 0.000882452 0.000875801 0.000882689 0.00038722 0.00072534 0.000754412 0.000710439 0.000770797 0.000837541 9.69545e-05 0.000845153 0.000834634 0.000846991 0.000741602 0.000198378 0.0008608 0.000385642 0.000323855 0.000353656 0.000394726
internal_weight=0 691 236 2430 455 344 2335 2017 247 95 1997 1919 1835 190 84 318 225 151 644 111 624 583 542 202 97 93 85 62 170 128
internal_count=3121 691 236 2430 455 344 2335 2017 247 95 1997 1919 1835 190 84 318 225 151 644 111 624 583 542 202 97 93 85 62 170 128
is_linear=0
shrinkage=0.00196078


Tree=5816
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 4 1 2 2 0 15 0 52 4 4 4 12 50 151 157 49 0 3 15 15 10 43
split_gain=20.2774 3.37198 2.25558 1.54766 1.13755 1.12581 0.772982 0.69244 0.674028 0.6063 0.552787 0.445673 0.418473 0.43291 0.418647 0.383768 0.462189 0.323329 0.320048 0.363824 0.25937 0.190124 0.183384 0.17801 0.170869 0.170099 0.168578 0.165929 0.178369 0.162274
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.033845000000000007 0.09253500000000002 0.11474000000000002 0.14753000000000002 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 1.0000000180025095e-35 0.27044500000000005 0.27834500000000006 -0.49013999999999996 0.08401500000000002 0.083640000000000006 -0.088784999999999989 -0.23976499999999998 -0.053364999999999996 -0.026509999999999995 -0.010424999999999999 0.090455000000000021 -0.41942499999999994 -0.38124499999999995 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 8 11 12 -5 -7 17 13 -1 22 16 -10 -4 20 -20 29 -3 -14 -11 -6 -19 -8 -13 -29 -16
right_child=1 2 7 9 24 10 26 -9 15 23 -12 27 14 -15 18 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010019674502751406 0.00087189756226182841 0.00058867088573820447 0.00047965905181698355 0.0008274083658451303 0.00070134717273839656 0.00078761976449433614 0.001141715663320878 0.00055261603588152661 0.00076517823917311072 0.00059503751496473945 0.00044881048447945537 0.00026465395413901671 0.00075368775716274652 0.00067147362410026952 0.00074215895331957761 0.00087802074725567029 0.00045611650833287634 0.00037534228677044986 0.00063977121098539205 0.00084413172662960341 0.001139824333088516 0.00044013965958363216 0.00091714812850652726 0.00038178455721676218 0.00046655499400236663 0.00021712200274571274 0.00096477790482472534 0.0002093942803056801 -1.4859835283976852e-05 0.00093938170045549307
leaf_weight=20 76 40 40 34 22 81 47 37 163 34 24 32 27 64 20 106 21 41 36 481 21 193 1163 27 26 72 37 25 30 81
leaf_count=20 76 40 40 34 22 81 47 37 163 34 24 32 27 64 20 106 21 41 36 481 21 193 1163 27 26 72 37 25 30 81
internal_value=0 0.000482257 0.000434106 0.00086292 0.000872902 0.000541605 0.000879171 0.000302935 0.000872132 0.000617593 0.000710178 0.000264442 0.000885486 0.000750163 0.000891701 0.000784044 0.000729905 0.000328158 0.000851218 0.000829902 0.000941553 0.000465639 0.000913439 0.000500647 0.000574168 0.000274529 0.00106378 0.000152391 8.70739e-05 0.000900328
internal_weight=0 691 615 2430 2335 338 2287 277 2203 95 105 240 1913 84 1829 290 184 153 639 517 122 233 1190 61 48 113 84 87 55 101
internal_count=3121 691 615 2430 2335 338 2287 277 2203 95 105 240 1913 84 1829 290 184 153 639 517 122 233 1190 61 48 113 84 87 55 101
is_linear=0
shrinkage=0.00196078


Tree=5817
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 0 1 2 0 15 4 156 0 14 1 394 48 4 15 16 474 47 14 13 156
split_gain=23.8673 4.00303 2.45811 1.98443 1.34511 1.24818 0.914244 0.798889 0.718249 0.743843 0.683959 0.651691 0.571222 0.511176 0.417779 0.414285 0.334207 0.267941 0.261574 0.249022 0.245201 0.278631 0.234173 0.250486 0.228706 0.201239 0.200221 0.197323 0.190893 0.188863
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.40945500000000007 0.14285500000000004 -0.11173999999999999 0.09253500000000002 0.11474000000000002 -0.079119999999999982 -0.41396999999999995 0.27834500000000006 -0.0011799999999999998 -0.15599999999999997 -1.0000000180025095e-35 0.14754500000000001 -0.079154999999999989 0.093265000000000015 -0.49013999999999996 0.050935000000000008 -0.12029499999999999 0.090685000000000016 0.090100000000000013 -0.23083499999999998 -1.0000000180025095e-35 0.090500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 7 10 9 -4 17 -5 -6 -12 28 18 -15 -1 -9 -16 -18 22 -22 25 -20 29 27 -3 -10 -24
right_child=1 2 8 11 12 -7 -8 15 14 -11 13 -13 -14 16 19 -17 20 -19 24 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096261655759767909 0.0010579673609897203 0.00072535319354515731 0.00069849559095418678 0.00098614855621100288 0.00095617209171821758 0.00074479670059909809 0.0012650554173606005 0.0012009328347739497 0.00037522521388079553 0.00037769848896263567 0.001104560026104302 0.00064737619416041601 0.00061175975571173464 0.0011956293208926331 0.00033444134403458412 0.00071130987993854892 0.00080863738761228674 0.00069241013210945095 0.0010376296918507446 4.4808183546372832e-05 0.0011343482536944527 0.00085766014579636272 0.00083586613221334552 0.0010516398879270882 0.00093055403913274034 0.0011073468435628742 0.00075165423621610021 0.0005594256345871116 0.00055469341934255079 0.0010123247856647899
leaf_weight=43 76 33 66 34 81 48 84 21 86 48 1160 61 24 46 25 22 20 21 131 21 86 34 58 313 185 24 33 167 31 39
leaf_count=43 76 33 66 34 81 48 84 21 86 48 1160 61 24 46 25 22 20 21 131 21 86 34 58 313 185 24 33 167 31 39
internal_value=0 0.00063343 0.000580967 0.00104642 0.000693188 0.00105772 0.00106429 0.00105663 0.000444033 0.000563423 0.00107311 0.000768621 0.000877449 0.00108027 0.000360533 0.000972007 0.00103482 0.000873955 0.000989025 0.000202218 0.00102193 0.00102963 0.00104087 0.00102235 0.000974943 0.000946589 0.000610152 0.000586804 0.000422777 0.000906813
internal_weight=0 691 615 2430 338 2335 2287 2203 277 114 1844 95 105 1780 163 359 620 64 337 46 574 554 520 434 316 121 233 200 117 97
internal_count=3121 691 615 2430 338 2335 2287 2203 277 114 1844 95 105 1780 163 359 620 64 337 46 574 554 520 434 316 121 233 200 117 97
is_linear=0
shrinkage=0.00196078


Tree=5818
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 454 13 2 2 9 2 133 0 10 10 16 3 45 447 51 0 151 0 12 2 14 43 4 3 1
split_gain=0.769906 0.19431 0.129404 0.0932201 0.0842652 0.0810482 0.0773067 0.0771908 0.0760344 0.0720204 0.0758992 0.0964373 0.0798035 0.0695661 0.0641751 0.0622994 0.0604564 0.0667398 0.0718287 0.0594498 0.0759078 0.0691983 0.0590133 0.0576477 0.0767083 0.0611988 0.0695217 0.101903 0.0783738 0.0990306
threshold=0.10124500000000002 -0.42635499999999998 0.31534000000000006 -0.049894999999999995 -0.4136149999999999 -0.064694999999999989 -0.47860499999999995 0.14753000000000002 0.13404500000000005 -1.0000000180025095e-35 0.10252500000000002 -1.0000000180025095e-35 -0.036484999999999997 0.069930000000000006 -0.0026549999999999994 0.13751500000000003 0.10299500000000002 0.081955000000000014 0.08870500000000002 0.11548000000000001 -0.071719999999999992 0.06617000000000002 -0.019414999999999998 0.11734000000000001 0.10444500000000002 0.062655000000000016 -0.52440999999999993 -0.49013999999999996 -0.12018999999999998 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 -6 -4 9 16 14 13 -12 19 -11 -7 -10 17 18 23 20 21 -13 -18 25 -25 26 -1 -28 29 -29
right_child=1 2 6 4 5 7 -8 -9 15 10 11 12 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0034738604546241136 0.0093507287725590211 0.010740573025707689 0.0032552107397852276 0.011200687260716222 -0.0016562293563038113 0.0042843631559820929 -0.0028073823615682846 0.0015214398127770233 0.0016872660429389391 0.0089223949046462851 0.00025910977798048406 0.0061714743755995494 0.011624953551217914 0.0036646876902192492 -0.0025008169002830984 0.0088560696278529426 0.0025241505892561944 0.014574395838592734 0.0038774753213926616 0.0097504525931309104 -0.00052718137977299869 -0.00018192229326814414 0.0094848222024406167 0.010048142157029361 0.0017392615079879761 0.011694515384511934 0.012595695443451405 0.0085235495890419073 0.0089962073416882862 0.0013828440396595866
leaf_weight=23 97 28 58 20 20 46 33 62 27 106 40 120 20 33 20 22 29 21 28 23 27 20 21 20 25 84 76 52 1889 31
leaf_count=23 97 28 58 20 20 46 33 62 27 106 40 120 20 33 20 22 29 21 28 23 27 20 21 20 25 84 76 52 1889 31
internal_value=0 0.00516525 0.00456467 0.00511035 0.00482732 0.00458996 0.00105669 0.00483159 0.00880378 0.00528264 0.00580087 0.00475931 0.0056165 0.00767416 0.00222825 0.00490591 0.00888686 0.00896332 0.00891044 0.00498403 0.00432757 0.00526385 0.00544763 0.00897449 0.0054321 0.00904846 0.00894114 0.00900254 0.00886406 0.00585654
internal_weight=0 773 676 585 557 537 91 517 2348 455 389 250 210 139 66 49 2299 2249 2228 190 167 140 50 2200 45 2155 2071 2048 1972 83
internal_count=3121 773 676 585 557 537 91 517 2348 455 389 250 210 139 66 49 2299 2249 2228 190 167 140 50 2200 45 2155 2071 2048 1972 83
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 2 2 42 150 4 1 0 150 0 4 0 3 16 3 47 50 131 3 52 16 52
split_gain=27.9016 4.69273 2.60299 2.30629 1.65183 1.63417 1.07585 0.848713 0.836178 0.760044 0.749363 0.735891 0.589702 0.567549 0.547418 0.546413 0.463024 0.484664 0.361149 0.542139 0.372184 0.347514 0.279413 0.258373 0.235691 0.210098 0.2063 0.205586 0.208103 0.195812
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.40945500000000007 0.13501500000000002 0.14285500000000004 0.11474000000000002 -0.076394999999999977 1.0000000180025095e-35 0.0061450000000000003 0.16175000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.052894999999999991 -0.13927999999999999 0.090100000000000013 0.086295000000000011 0.091440000000000007 -0.082689999999999986 0.039215000000000007 0.013515000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 23 6 13 9 12 -4 -6 -5 22 15 26 -1 17 -15 -17 -20 -21 -19 -7 -3 -11 -2 -9 29 -29 -24
right_child=1 2 7 11 10 8 -8 14 -10 24 -12 -13 -14 16 -16 18 -18 21 19 20 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00087998741993172377 0.0011034281105993446 0.00051247433336380527 0.00064955317591242501 0.0010534086822072109 0.00093755198892576865 0.0011013562638479875 0.0012913034519543957 0.00051294469233710105 0.00068805919523773947 0.00020592424794196748 0.00055255032485831382 0.00063873532471334473 0.00068099237518546023 0.0012670763873475161 1.8662094777705624e-05 0.0013216715126751577 0.00069176011940326227 0.0010010942453415293 0.0010853536504746093 0.00075975213448206582 0.0010113475401042386 0.0007779537178889042 0.00095162094308487444 0.00070292325096898804 0.00048461857644439328 0.0008681698464879802 0.00030187935902859523 0.0010483188617950172 0.00087035759899984385 0.00080409293367209218
leaf_weight=59 54 190 63 21 77 62 76 21 48 28 26 76 27 21 25 22 23 115 1272 25 236 35 131 32 20 20 117 120 32 47
leaf_count=59 54 190 63 21 77 62 76 21 48 28 26 76 27 21 25 22 23 115 1272 25 236 35 131 32 20 20 117 120 32 47
internal_value=0 0.000574009 0.000516461 0.0010248 0.000635143 0.00103703 0.00106277 0.000375688 0.000933195 0.000507929 0.000840367 0.00072851 0.000961278 0.00105316 0.000285634 0.0010652 0.000952955 0.000988087 0.00107223 0.00106865 0.000987248 0.000949028 0.000980583 0.000539926 0.000322047 0.00103984 0.000333998 0.000957892 0.00101085 0.000912667
internal_weight=0 673 599 2448 325 2351 1884 274 467 111 103 97 419 1808 163 1614 194 171 1555 1533 261 150 392 222 48 74 138 330 152 178
internal_count=3121 673 599 2448 325 2351 1884 274 467 111 103 97 419 1808 163 1614 194 171 1555 1533 261 150 392 222 48 74 138 330 152 178
is_linear=0
shrinkage=0.00196078


Tree=5820
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 1 2 2 4 12 4 2 475 49 15 42 43 0 47 151 15 10 156 52
split_gain=24.0776 3.94093 2.52249 1.80063 1.48689 1.07702 0.668505 0.640181 0.582687 0.528601 0.515941 0.508024 0.564528 0.483073 0.361035 0.248933 0.304805 0.239824 0.219939 0.206578 0.199883 0.204686 0.295999 0.20731 0.185759 0.166642 0.165652 0.176483 0.155153 0.236009
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.13501500000000002 0.089625000000000024 0.090425000000000019 0.14753000000000002 0.42051500000000003 0.09141500000000001 -0.51843499999999987 -0.0091949999999999983 -0.07675499999999999 -0.053364999999999996 0.013270000000000002 -0.069529999999999995 -0.080554999999999974 -0.081304999999999975 0.090100000000000013 -0.088784999999999989 -0.41942499999999994 -0.38124499999999995 1.0000000180025095e-35 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 13 11 -5 -6 18 15 17 14 -4 16 -1 -13 -7 -10 21 23 -23 -17 25 -3 -15 -28 29 -20
right_child=1 2 6 8 9 10 -8 -9 19 -11 -12 12 -14 26 -16 20 -18 -19 28 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011733670778969088 0.0008926397468221938 0.00056068028113663072 0.00043811884345337966 0.00082728029491923401 0.00081680921623488237 0.00095144004419651592 0.00052596575836688045 0.0010942399317266033 0.00060862806489242124 0.00051181479642882824 0.00062001857798534379 0.00066047733802657941 0.00054334801971477292 0.00023832740598842136 0.00023880580312519479 0.0010244835922920627 0.00093495603525696317 0.00087795538630125979 0.00074900315579736062 0.00037889921112485185 0.0009195274453879049 0.00056685299982786607 0.00082998078243405203 0.00077047118591883827 0.00058202797273617735 0.00039993458006038911 0.00018256755775826816 -4.0497840793036365e-05 0.00092116484503730449 0.00085637148650875817
leaf_weight=21 76 29 54 34 74 54 37 76 34 31 48 21 23 32 99 30 1131 272 161 27 188 22 65 21 33 171 25 30 48 154
leaf_count=21 76 29 54 34 74 54 37 76 34 31 48 21 23 32 99 30 1131 272 161 27 188 22 65 21 33 171 25 30 48 154
internal_value=0 0.000471408 0.000419353 0.00088621 0.000533034 0.000896976 0.000280638 0.000917976 0.000621591 0.000726763 0.000812527 0.000910508 0.000839148 0.000242816 0.000309152 0.000925765 0.000939302 0.000862368 0.000834687 0.000506945 0.00087793 0.00082126 0.000763443 0.00091989 0.000445732 0.000423243 0.000126158 6.08955e-05 0.000817319 0.000801494
internal_weight=0 691 615 2430 338 2335 277 1870 95 105 465 1794 316 240 153 1478 1152 293 417 61 326 138 87 51 233 200 87 55 363 315
internal_count=3121 691 615 2430 338 2335 277 1870 95 105 465 1794 316 240 153 1478 1152 293 417 61 326 138 87 51 233 200 87 55 363 315
is_linear=0
shrinkage=0.00196078


Tree=5821
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 42 4 2 4 2 14 1 0 1 4 0 1 4 43 0 15 12 15 150 4 159 39 0 160 4
split_gain=22.2012 3.48768 1.92376 1.83417 1.20815 0.812733 0.780564 0.679076 0.652006 0.639066 0.609404 0.446554 0.416521 0.467535 0.337055 0.404055 0.349944 0.311047 0.277641 0.26023 0.325953 0.250487 0.225951 0.22518 0.223573 0.215073 0.208181 0.203531 0.274515 0.163463
threshold=0.104035 0.12408500000000001 0.085055000000000006 -0.076779999999999987 0.095545000000000005 -0.0060199999999999993 0.27287000000000006 0.14285500000000004 0.27834500000000006 0.13404500000000005 0.062655000000000016 0.16175000000000003 -0.10607499999999999 0.085345000000000018 -0.013125 0.14486500000000005 0.093100000000000002 0.0082450000000000006 -0.080324999999999994 -0.14723999999999998 -0.03241999999999999 0.090285000000000018 0.024640000000000006 0.11857000000000002 -0.062539999999999984 0.030370000000000005 0.087690000000000004 -0.076579999999999995 -0.081069999999999989 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 5 10 -1 7 26 24 14 12 -8 13 19 15 25 21 27 -7 -5 -21 -16 23 -2 -4 -6 -3 -14 -29 -30
right_child=1 6 8 4 9 18 11 -9 -10 -11 -12 -13 17 -15 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00087646027734758806 0.00052396443360063156 0.00067354936007748124 0.0009967584296150054 0.0010944272126007942 0.00091990392733350428 0.0006144368850916895 0.00030916264091369812 0.00027801955534979161 0.0005619372949836074 0.00063388830704596633 0.0011290926049013093 2.5972325573949251e-05 0.00096869291990919597 0.00069497714282223315 0.00094805845730407253 0.00070618882035727013 0.00061665690631843083 0.00083176641685905959 0.00034138930948208785 0.001000282836895363 0.00066891786417150811 0.00080112381558314024 0.00070028467943855362 0.00033227649135900606 0.00081173115235097472 0.0011020862901745057 0.00045820870893258672 0.00073004343577362356 0.0010508291609991089 0.0009045923953503826
leaf_weight=40 185 45 34 26 226 41 149 42 36 49 71 25 1241 53 62 32 30 78 22 25 21 159 24 27 96 28 28 30 36 160
leaf_count=40 185 45 34 26 226 41 149 42 36 49 71 25 1241 53 62 32 30 78 22 25 21 159 24 27 96 28 28 30 36 160
internal_value=0 0.000515613 0.000633725 0.000913924 0.000925257 0.000657873 0.000351318 0.000476664 0.000795456 0.000848248 0.000951178 0.000268474 0.000943614 0.000834746 0.000867808 0.000913828 0.000815371 0.000952422 0.000519087 0.000937631 0.000849008 0.000842345 0.000519965 0.000499551 0.000860123 0.000939987 0.000590953 0.000958837 0.000904717 0.000931452
internal_weight=0 691 402 2430 2327 103 289 115 166 586 1741 174 1670 125 537 286 251 1545 63 72 46 221 236 212 130 254 73 1467 226 196
internal_count=3121 691 402 2430 2327 103 289 115 166 586 1741 174 1670 125 537 286 251 1545 63 72 46 221 236 212 130 254 73 1467 226 196
is_linear=0
shrinkage=0.00196078


Tree=5822
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 10 14 4 16 2 33 11 16 3 51 16 2 0 483 43 2 52 12 51 52 3 131 16
split_gain=1.00145 0.242211 0.155351 0.171291 0.118996 0.205686 0.0931093 0.082425 0.0817192 0.0752742 0.100492 0.0779928 0.0702521 0.065382 0.0785185 0.0942757 0.0795874 0.0684706 0.0875214 0.0675771 0.0841712 0.0735696 0.0833583 0.0647603 0.0845461 0.0915784 0.0639215 0.063406 0.0628762 0.0622809
threshold=0.10124500000000002 -0.42635499999999998 0.14262000000000002 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 0.18019500000000002 -0.062879999999999978 -0.47013499999999991 0.042705000000000007 -0.43320999999999993 0.13913500000000004 0.08573500000000002 1.0000000180025095e-35 0.013515000000000001 -0.11171999999999999 0.0038750000000000004 -0.11676499999999999 0.085855000000000015 -0.085669999999999982 0.041590000000000009 0.0051600000000000005 0.10045500000000002 0.11125500000000001 0.085355000000000014 -1.0000000180025095e-35 0.077655000000000016 -0.014944999999999998 0.091295000000000015 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 12 9 -4 -6 11 -11 13 27 14 16 -16 19 26 -19 -1 21 22 -21 24 -15 -26 -18 -3 -9 -10
right_child=1 2 7 -5 8 -7 -8 28 29 10 -12 -13 -14 23 15 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011744526756311359 0.010499640533546966 0.0057534429040323534 -0.0033420147392898801 0.013913710162043572 0.0100839924024926 0.010297807403205133 0.0042443326175478956 0.0047282470504796947 0.004543915715324187 0.011113461785242652 0.0073717081237820448 0.00406088879914023 0.0094604075797611771 0.018240745378037295 0.0021752640441991388 0.0092484333540814312 0.015929138716107804 0.0016693119704723359 0.0086671909091473077 0.0106675890965151 0.0041519176384264772 0.0086220753977969081 0.015770090541199728 0.007762695396585125 0.015705945539022131 0.0076181073107623636 0.0093425925389477391 0.00052852306083271585 -0.0016953451070003214 0.0010590398933731414
leaf_weight=494 97 45 25 25 22 110 28 64 230 108 214 20 21 30 20 326 23 20 168 549 22 174 34 21 28 28 41 48 20 66
leaf_count=494 97 45 25 25 22 110 28 64 230 108 214 20 21 30 20 326 23 20 168 549 22 174 34 21 28 28 41 48 20 66
internal_value=0 0.00582666 0.00515612 0.00582079 0.0054475 0.00721295 0.00997642 0.00169863 0.00420392 0.0100456 0.00862671 0.0102743 0.00423634 0.0103371 0.0101996 0.00883958 0.0105082 0.00888449 0.00792274 0.0108296 0.0102494 0.0104266 0.0109652 0.0127412 0.0139569 0.011662 0.0117096 0.00305671 0.00319882 0.00376688
internal_weight=0 773 676 567 542 224 2348 109 318 2320 322 1998 114 1978 1871 346 1525 252 188 1273 779 757 583 107 86 56 64 93 84 296
internal_count=3121 773 676 567 542 224 2348 109 318 2320 322 1998 114 1978 1871 346 1525 252 188 1273 779 757 583 107 86 56 64 93 84 296
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=31
num_cat=0
split_feature=1 155 1 12 51 0 48 3 15 39 49 2 0 15 16 4 49 52 48 160 16 4 15 130 41 2 12 1212 159 15
split_gain=0.811176 0.197853 0.140553 0.0995969 0.079738 0.0754186 0.0638403 0.098891 0.070509 0.0680346 0.0629086 0.0628768 0.0591923 0.0723507 0.068364 0.0576688 0.0498431 0.0621317 0.104024 0.0543244 0.0897202 0.0652908 0.0495275 0.130982 0.09175 0.0890436 0.0962614 0.134131 0.0787313 0.0861195
threshold=0.10124500000000002 0.11245500000000001 0.13707500000000003 0.085635000000000003 0.10614000000000001 0.18019500000000002 0.10168500000000001 -0.066704999999999987 -0.12255999999999999 -0.04725999999999999 -1.0000000180025095e-35 0.121465 -0.040504999999999992 -0.41396999999999995 -0.27167499999999994 0.24564500000000003 -0.088694999999999982 -0.080114999999999978 0.085485000000000019 -0.076689999999999994 -0.020119999999999996 0.51388000000000011 0.040760000000000005 -0.011824999999999999 0.075585000000000013 0.12992500000000004 0.092550000000000007 0.082415000000000016 0.014475000000000003 -0.072289999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 16 11 6 8 -8 15 -10 -4 -5 14 -14 -12 -1 -2 18 -18 21 -21 -19 23 -11 -24 26 27 -25 -28 -30
right_child=1 -3 10 4 -6 -7 7 -9 9 22 12 -13 13 -15 -16 -17 17 19 -20 20 -22 -23 24 25 -26 -27 28 -29 29 -31
leaf_value=0.012953252431925206 0.008063580876065268 0.010480222356008283 -0.0018671672986519915 0.0073677353861057787 0.012266938175990023 0.0038198993192054332 0.0082944651346214208 0.0011763360965996981 0.0033686998661973384 0.00056174726458266386 0.002540053729013459 0.0014640434345762647 0.0040790547430515287 -0.0030563117556825833 0.0086759902090610321 0.0075483411192320861 -0.0024266060041126742 0.010194099418869293 0.0049752273472285901 0.0050163412126130423 -0.001119652736399855 0.0036551390523807364 0.0093675192745725482 0.0094202454368562689 0.014133276286607033 0.015178330801427366 0.0058228682030080792 0.0013061506185858022 0.015386162772774699 0.007116395511719234
leaf_weight=82 37 66 31 128 29 28 89 25 21 20 46 21 30 27 30 26 34 37 43 160 28 26 1058 682 42 21 179 21 20 34
leaf_count=82 37 66 31 128 29 28 89 25 21 20 46 21 30 27 30 26 34 37 43 160 28 26 1058 682 42 21 179 21 20 34
internal_value=0 0.00524399 0.00475518 0.00553005 0.00746942 0.00897877 0.00904104 0.00673347 0.00916029 0.00903201 0.00218958 0.00653567 0.00313514 0.000699144 0.00496213 0.0116521 0.00458428 0.0041918 0.00170689 0.0049541 0.00410247 0.00749548 0.00908927 0.00857113 0.00954948 0.00873851 0.00859403 0.00917786 0.00683251 0.0101793
internal_weight=0 773 707 543 178 2348 2320 114 2206 2098 164 149 133 57 76 108 365 328 77 251 188 63 2077 977 1100 957 936 703 233 54
internal_count=3121 773 707 543 178 2348 2320 114 2206 2098 164 149 133 57 76 108 365 328 77 251 188 63 2077 977 1100 957 936 703 233 54
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 1 4 2 3 132 39 4 0 150 0 16 2 16 0 4 1 475 49 13 151 2 1 3
split_gain=20.6969 3.58997 2.11857 1.66341 1.09774 0.891936 0.749181 0.594384 0.582613 0.533215 0.439207 0.422477 0.350501 0.317361 0.430165 0.343652 0.299861 0.272055 0.237632 0.234765 0.229615 0.238351 0.20555 0.197014 0.189278 0.185196 0.196633 0.17608 0.174664 0.16661
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.062655000000000016 0.092845000000000025 0.27834500000000006 0.14960000000000004 0.30112000000000005 0.10365500000000001 0.089200000000000015 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.052894999999999991 0.13622000000000004 -0.040964999999999994 -0.080689999999999984 -0.55119499999999988 0.14754500000000001 -0.07675499999999999 -0.053364999999999996 -0.0044799999999999987 -0.088419999999999985 0.10855000000000002 0.13534000000000004 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 25 4 6 10 13 -5 -4 23 12 22 18 14 -1 16 -15 -18 -3 -7 -16 -22 -12 -6 -9 -2 -27 -28 -14 -23
right_child=1 5 8 7 9 19 -8 24 -10 -11 11 -13 28 15 20 -17 17 -19 -20 -21 21 29 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00068808068561866935 0.00038230263034500249 0.00049332467187604488 0.00078608374899572116 0.000759829344078859 0.00087214213083772099 0.00037433066771969906 0.0010422093161334687 0.00054630474349428475 0.00050421221953287135 0.00047223594090248125 0.0001014520526384037 0.00031542097050471854 0.00031994268343265078 0.0010230549088880126 0.00087570748420450915 0.00053709364539905038 0.00081253660327617477 0.0006103710442409583 0.00024410579726404322 0.00065155148147027088 0.0010297955835566802 0.00068609574188788734 -0.00014026797136133597 0.00074567330349213006 0.00032174546466348994 0.00065889441127658108 0.00056514885349600924 0.00038799099828744593 0.0001445589472828759 0.00082637851086631497
leaf_weight=59 121 38 130 37 54 23 76 31 36 26 38 26 34 20 1025 22 114 33 24 24 21 35 21 385 27 22 34 59 61 465
leaf_count=59 121 38 130 37 54 23 76 31 36 26 38 26 34 20 1025 22 114 33 24 24 21 35 21 385 27 22 34 59 61 465
internal_value=0 0.0004354 0.000555232 0.000819981 0.000830328 0.000268714 0.000851529 0.000565645 0.000724955 0.000745071 0.000220709 0.000107182 0.000282172 0.000843451 0.0008524 0.000767453 0.000797799 0.000767152 0.000396853 0.00051589 0.000858671 0.000825154 1.54161e-05 0.00076123 0.000441769 0.000435851 0.000492193 0.000452758 0.000207328 0.000816559
internal_weight=0 691 402 2430 2335 289 1870 95 166 465 242 85 157 1794 1605 189 167 147 62 47 1546 521 59 439 58 236 115 93 95 500
internal_count=3121 691 402 2430 2335 289 1870 95 166 465 242 85 157 1794 1605 189 167 147 62 47 1546 521 59 439 58 236 115 93 95 500
is_linear=0
shrinkage=0.00196078


Tree=5825
num_leaves=31
num_cat=0
split_feature=1 4 457 2 3 12 2 52 11 124 376 4 43 4 123 2 158 12 4 11 41 0 1 16 0 133 52 160 1203 2
split_gain=0.764968 0.184094 0.13935 0.0962797 0.0909097 0.124776 0.0778705 0.0775451 0.0728299 0.0726706 0.0857045 0.0689123 0.0678965 0.0862891 0.0703744 0.0589355 0.0567113 0.0838337 0.0807715 0.065441 0.0598336 0.0530468 0.085067 0.0683546 0.0871096 0.11187 0.144205 0.0671529 0.0550749 0.0514951
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 0.12198500000000001 -0.13309499999999996 0.10124000000000001 0.13404500000000005 0.12354000000000001 0.094350000000000003 -0.076779999999999987 0.084545000000000009 -0.0083799999999999986 -0.072864999999999985 0.51388000000000011 0.087505000000000013 -1.0000000180025095e-35 0.07968500000000002 0.083535000000000012 0.042705000000000007 0.086080000000000018 0.07831500000000001 -0.11173999999999999 0.085345000000000018 -0.08231999999999999 -0.071339999999999987 0.0068000000000000014 0.081010000000000013 0.085130000000000011 0.084795000000000023 0.08542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 8 -3 7 9 12 15 10 -1 -4 14 -14 -6 -2 18 -18 19 20 21 22 29 24 25 28 -27 -24 -23 -11
right_child=1 4 11 -5 5 -7 -8 -9 -10 16 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0036345511720615575 0.003441786703964075 0.0063746261088656166 0.004510079297178891 0.0039917097193938392 -0.0051282419209283869 -0.0050332777002560242 0.0047212382750015484 0.0069056407260220682 0.012848886319746575 0.0062004694528877734 0.010676297431811692 -0.0023594166526732887 0.0049656681618329198 -0.00082655138602214212 0.0019786498178482842 0.0079456252058924363 0.014314184061435678 0.0094338642587356008 0.0067105493722455656 0.003589495109475177 0.012517530844627839 0.010135914058334028 -0.00020812214149729067 0.0085689083370630963 0.016279939996699491 0.0005916034595833885 0.0089460080952531752 0.0070843456346275551 0.01411690202374489 0.01321148821523159
leaf_weight=56 33 72 40 80 22 21 49 42 27 20 25 23 97 35 38 243 43 194 188 23 46 319 23 1137 21 27 88 28 39 22
leaf_count=56 33 72 40 80 22 21 49 42 27 20 25 23 97 35 38 243 43 194 188 23 46 319 23 1137 21 27 88 28 39 22
internal_value=0 0.00503904 0.00636045 0.00707734 0.00323676 0.00235077 0.00866589 0.00301344 0.00789203 0.00874997 0.00580793 0.00200217 0.00216202 0.00342985 -0.00062721 0.00740712 0.00885741 0.0103193 0.00868251 0.00888927 0.00895814 0.00886317 0.00654018 0.00899563 0.00997777 0.00969797 0.00698454 0.00379559 0.0105696 0.00987291
internal_weight=0 773 446 383 327 255 2348 234 303 2299 81 63 192 132 60 276 2218 237 1981 1793 1770 1724 93 1631 494 473 115 51 358 42
internal_count=3121 773 446 383 327 255 2348 234 303 2299 81 63 192 132 60 276 2218 237 1981 1793 1770 1724 93 1631 494 473 115 51 358 42
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 1 0 2 2 1 12 4 14 4 1 4 47 16 12 0 13 159 49 4 16 15 10 3 4
split_gain=22.2001 3.61292 2.21088 1.82644 1.08474 0.885561 0.71853 0.612476 0.541889 0.525983 0.516004 0.553605 0.455054 0.403935 0.355865 0.392566 0.324113 0.319426 0.294174 0.289256 0.246783 0.244981 0.233239 0.233102 0.217685 0.21348 0.190994 0.249731 0.186046 0.171033
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.095545000000000005 0.12958500000000003 0.092845000000000025 -0.11991499999999998 0.14122000000000004 0.14753000000000002 0.086920000000000011 0.08401500000000002 0.27834500000000006 0.076975000000000002 -0.013125 0.093100000000000002 -0.0070899999999999991 0.081320000000000017 -0.040964999999999994 0.10266500000000002 0.14486500000000005 -1.0000000180025095e-35 0.030370000000000005 -0.053364999999999996 -0.0073899999999999999 -0.013024999999999998 -0.41942499999999994 -0.38124499999999995 -0.010424999999999999 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 10 9 -5 -4 14 12 13 17 -3 -1 20 -16 -9 25 -7 -18 22 -2 -6 -8 -23 -12 -11 -28 -14 -13
right_child=1 5 7 6 8 18 23 16 -10 26 11 29 28 -15 15 -17 19 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00095936072018202527 0.00045512554158494677 0.00053480463374303174 0.00049405551535520011 0.00085872076056941072 0.00091165443990948159 0.0004340355174150715 0.00062502624725028729 0.00094314990165407975 0.0006325099241328776 0.00029375339063870558 0.00053850039702785365 0.00093359516094860054 0.00040519534472584554 0.0011281505698677104 0.00084058381409269072 0.00059861271667966092 0.00089586948720263499 0.00094782594445289351 0.00074435643291746083 0.00064433771890272981 0.00074828161417985557 0.00076080589276068019 0.0010929747577108665 0.00037582291231998604 0.00053760836824399082 0.0007828596758892247 0.00024435644976648631 -2.5265178635340779e-05 0.00023972450571402518 0.00078132386206826551
leaf_weight=1248 131 44 21 37 227 23 31 74 41 32 28 333 41 57 232 29 32 20 24 39 31 21 31 27 84 27 25 28 72 31
leaf_count=1248 131 44 21 37 227 23 31 74 41 32 28 333 41 57 232 29 32 20 24 39 31 21 31 27 84 27 25 28 72 31
internal_value=0 0.000513424 0.000633639 0.000911726 0.000922569 0.000346206 0.000645218 0.00080702 0.000849971 0.000298373 0.000947171 0.00088902 0.000365634 0.000966733 0.000866181 0.000813698 0.000852345 0.000735623 0.000592497 0.000757704 0.00091358 0.000511684 0.000933441 0.000509018 0.000582248 0.000658459 0.000174136 0.000101915 0.000299763 0.000920627
internal_weight=0 691 402 2430 2335 289 95 166 591 242 1744 439 157 1305 550 261 145 75 47 71 289 236 258 58 105 55 85 53 113 364
internal_count=3121 691 402 2430 2335 289 95 166 591 242 1744 439 157 1305 550 261 145 75 47 71 289 236 258 58 105 55 85 53 113 364
is_linear=0
shrinkage=0.00196078


Tree=5827
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 1 4 4 2 2 34 4 1 4 52 16 131 15 4 13 47 12 13 457 4 3 3 49
split_gain=20.783 3.32456 1.95276 1.84197 1.01669 0.911252 0.735035 0.684571 0.644208 0.63525 0.587772 0.542817 0.511473 0.412029 0.320586 0.284991 0.246456 0.24597 0.245454 0.283461 0.322921 0.245126 0.24502 0.235503 0.205921 0.309444 0.19926 0.18771 0.198161 0.180106
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.062655000000000016 0.09253500000000002 0.27834500000000006 0.40473500000000007 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.27834500000000006 0.086920000000000011 -0.17966999999999997 -0.56176499999999996 -0.059624999999999991 0.082750000000000004 -0.41396999999999995 0.015030000000000002 -1.0000000180025095e-35 0.080455000000000013 0.08401500000000002 -0.07743499999999999 0.048635000000000005 -0.0019149999999999998 1.0000000180025095e-35 0.11658 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 10 8 -5 11 -4 12 14 -3 -14 -1 -2 -13 -7 19 -12 -21 -15 27 26 -18 -26 -16 -17 -29 -9
right_child=1 5 9 7 -6 17 -8 29 -10 -11 18 16 13 21 23 22 24 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00096255047747665224 0.00075027645072516273 0.0002196473398495441 0.00086689663603324292 0.00086382803165556865 0.00063698943232618323 0.00046136163045617346 0.0011053546882268427 0.00061155946703999383 0.00058462105985272695 0.00056203144114958122 0.00028316746072968733 0.0010325240507583499 0.00063918365129068781 0.00029216910760409745 0.00063152887478442981 0.00041209609733741735 0.00092096140860451229 0.00074563651809505388 0.00038959847274692912 0.00020327367180702732 -0.00013302950889400853 0.00055061551010937028 0.00065885793671200982 0.00091773323797196429 0.00086007767712372493 0.00064410502403858207 0.00086545343784724964 0.00064530369473079032 0.00046517031633128906 0.00039705434019732125
leaf_weight=1028 20 45 129 34 48 22 84 34 22 33 33 38 36 43 21 88 215 25 20 23 21 21 34 349 461 27 42 39 59 27
leaf_count=1028 20 45 129 34 48 22 84 34 22 33 33 38 36 43 21 88 215 25 20 23 21 21 34 349 461 27 42 39 59 27
internal_value=0 0.00052314 0.000638457 0.000908519 0.000919408 0.000362733 0.000925336 0.00064088 0.000918472 0.000804794 0.000314211 0.000921839 0.000393248 0.000471368 0.000944029 0.000526179 0.000878717 0.000612572 0.000196064 0.000145795 4.27653e-05 0.000376972 0.000505807 0.000897816 0.000870403 0.000848128 0.000787479 0.00047783 0.000536856 0.000516615
internal_weight=0 691 402 2430 2335 289 2287 95 2203 162 242 2181 145 100 1440 240 741 47 97 77 44 64 220 412 703 488 63 186 98 61
internal_count=3121 691 402 2430 2335 289 2287 95 2203 162 242 2181 145 100 1440 240 741 47 97 77 44 64 220 412 703 488 63 186 98 61
is_linear=0
shrinkage=0.00196078


Tree=5828
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 1 2 49 150 50 40 4 2 1 49 2 1 15 48 4 133 0 16
split_gain=21.2036 3.4186 1.87287 1.49258 1.30236 1.22917 0.941563 0.752118 0.682142 0.663206 0.562359 0.533374 0.37974 0.537657 0.367755 0.335668 0.283238 0.267704 0.265602 0.251379 0.233395 0.218941 0.216016 0.213786 0.179404 0.20862 0.179191 0.176966 0.161422 0.160441
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.054984999999999992 1.0000000180025095e-35 0.041865000000000006 -0.077714999999999992 -0.55119499999999988 0.088850000000000012 0.12408500000000001 -0.053364999999999996 -0.0091949999999999983 0.13075500000000004 -0.41396999999999995 0.087310000000000013 0.057560000000000007 -1.0000000180025095e-35 0.14486500000000005 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 17 -8 -9 12 -4 15 18 22 -2 26 24 -3 -1 -20 29 -12 -14 27 -6 -26 28 -5 -7 -10
right_child=1 4 10 23 16 11 7 8 20 -11 21 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011590110626763879 0.00059705127692779008 0.00041307558380789862 0.00083712608088344989 0.00041805330444784724 0.0002742056514203451 0.00089373778956373354 0.00082540329570084624 0.00077800662608958082 0.00057832477351321893 0.0011139533725654624 0.00063097446795978352 0.00060923870308623117 0.00070545739872986092 0.00057640427116936635 0.00086753053837861018 0.00064301533027996422 0.00040297821237176071 0.00020580927158680781 0.0009559209399817981 0.00090215268416670932 0.00032850887308029012 0.00039906139996222662 0.00090346766937222087 0.00033903891811135159 -1.8902891926944821e-05 0.00023963104476534824 0.00078442681159832421 0.00063903012050563711 0.00072299435072580877 0.00043803846631390429
leaf_weight=21 23 46 34 22 36 286 30 28 50 76 34 41 23 23 121 30 26 50 946 517 46 29 268 24 28 21 97 38 23 84
leaf_count=21 23 46 34 22 36 286 30 28 50 76 34 41 23 23 121 30 26 50 946 517 46 29 268 24 28 21 97 38 23 84
internal_value=0 0.000507925 0.000900903 0.000703161 0.000407894 0.000911919 0.000469045 0.000535165 0.000493303 0.000934539 0.000633899 0.000823054 0.000926955 0.000865007 0.000824329 0.00084316 0.00022389 0.000305124 0.000940063 0.00093692 0.000449016 0.000524221 0.000887817 0.000495443 0.00016911 9.18974e-05 0.000857949 0.000558005 0.000881029 0.000490384
internal_weight=0 673 2448 228 445 2351 334 238 208 1874 97 477 1798 314 144 436 111 96 1484 1463 180 63 291 84 85 49 406 60 309 134
internal_count=3121 673 2448 228 445 2351 334 238 208 1874 97 477 1798 314 144 436 111 96 1484 1463 180 63 291 84 85 49 406 60 309 134
is_linear=0
shrinkage=0.00196078


Tree=5829
num_leaves=31
num_cat=0
split_feature=1 3 4 4 2 2 97 2 14 51 14 43 42 10 14 3 132 2 484 52 0 16 16 4 4 16 52 484 52 52
split_gain=0.961799 0.212317 0.149926 0.127917 0.110237 0.0940985 0.0909004 0.0926876 0.0777537 0.0940563 0.0869492 0.0721717 0.0721274 0.07186 0.07088 0.0697249 0.0695525 0.0918684 0.0663189 0.0596127 0.0757937 0.100743 0.0736003 0.0891851 0.107142 0.0840301 0.0682786 0.0760849 0.0621476 0.0735153
threshold=0.10312500000000001 0.31299000000000005 -0.036839999999999991 0.40124500000000002 0.14753000000000002 0.095545000000000005 -0.049229999999999996 0.092235000000000025 -0.47013499999999991 -0.065634999999999985 -0.10708499999999999 -0.081779999999999978 0.09112000000000002 0.069930000000000006 0.076975000000000002 -0.023499999999999997 0.10365500000000001 0.15950500000000004 0.12364500000000002 -0.56368999999999991 -0.030209999999999997 0.11346000000000002 -0.45661999999999997 -0.012889999999999999 -0.036839999999999991 -0.074929999999999983 -0.12647999999999995 -0.079429999999999987 -0.13993999999999998 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 6 14 -4 13 -9 -10 -11 -2 15 -8 -1 -12 17 -3 19 -7 22 -22 -21 24 25 -24 -25 -28 -23 -30
right_child=1 16 4 -5 -6 18 7 8 9 10 12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 28 23 26 -26 -27 27 -29 29 -31
leaf_value=0.010039347640280069 0.0048449747151984232 0.0021867598924371931 0.00099186209888350928 0.0021408516003496268 0.0012368366415439933 0.013471529644954464 0.0092351794489285485 0.011030883947387339 -0.00067007736332016067 0.011427487601481733 0.0018227903761505856 0.01047484669351142 0.00034835780243156481 0.0042686036473291149 0.013264371620648556 0.0072568835860331478 0.0058750762808907394 -0.0051973498811054494 0.013385743911153283 0.012769399189151999 0.0015599592427052913 0.0034825495863333349 0.014655370959302499 0.0098675862235564089 0.014786511046909973 0.0078068657657971276 0.010429427298086305 0.0049120390692061582 0.013665896059515384 0.00560160610890307
leaf_weight=1697 29 63 33 22 54 23 137 20 30 21 33 106 32 37 71 83 29 23 29 43 36 20 21 63 38 122 31 129 26 20
leaf_count=1697 29 63 33 22 54 23 137 20 30 21 33 106 32 37 71 83 29 23 29 43 36 20 21 63 38 122 31 129 26 20
internal_value=0 0.00558388 0.00632135 0.00973092 0.00549332 0.0098014 0.00603287 0.00645616 0.00508728 0.00448993 0.00540591 0.00926547 0.00455149 0.00817907 0.0101689 0.00571098 0.00164004 0.00021194 0.00872044 0.00848391 0.00827495 0.00581524 0.00883623 0.0084176 0.0100668 0.00881259 0.00707903 0.00598103 0.00813631 0.0101597
internal_weight=0 730 615 2391 480 2369 426 393 219 199 169 135 148 174 1768 116 115 86 601 572 549 102 447 404 181 143 223 160 66 46
internal_count=3121 730 615 2391 480 2369 426 393 219 199 169 135 148 174 1768 116 115 86 601 572 549 102 447 404 181 143 223 160 66 46
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=31
num_cat=0
split_feature=1 1 4 40 3 47 2 45 10 12 14 16 48 3 42 151 1 0 16 13 2 1 0 160 156 156 484 11 43 3
split_gain=0.780822 0.186739 0.158303 0.0731837 0.0721707 0.0708277 0.0901118 0.0680575 0.068599 0.064116 0.0629589 0.0782725 0.0977284 0.0848562 0.099899 0.0760934 0.0704036 0.0610692 0.0579911 0.060163 0.0563388 0.0786469 0.122115 0.101328 0.0607431 0.123574 0.114428 0.0589103 0.0579583 0.0890624
threshold=0.10124500000000002 0.13707500000000003 -0.03898999999999999 0.051255000000000002 0.10299500000000002 0.083875000000000019 0.121465 0.081955000000000014 -0.0026549999999999994 -1.0000000180025095e-35 -0.47013499999999991 -0.42170999999999997 0.085485000000000019 -0.0080949999999999998 0.087075000000000014 1.0000000180025095e-35 0.11323000000000001 -0.019414999999999998 -0.0094449999999999968 -0.0097949999999999982 0.087625000000000022 0.089625000000000024 -0.036484999999999997 0.08443500000000001 0.087205000000000019 0.085835000000000009 0.084975000000000009 0.077290000000000011 -0.008069999999999999 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 7 10 -7 8 -1 -2 -4 15 13 14 -13 16 -12 -6 19 -14 24 27 23 -23 25 -10 -26 28 -22 -30
right_child=1 -3 5 -5 17 6 -8 -9 20 -11 11 12 18 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.004349665651380113 0.0044045330983443331 0.0021330230890825768 0.0091742917274435353 0.0027690817904658617 0.0023399454211035084 0.0081393094965681919 0.0017197647476913753 0.014594796929685844 0.0095481280036780122 0.0099076414611517349 0.0077387044290662746 -0.0013964712573215365 0.0041448448391354364 -0.0040167204892107592 0.0062143509741872556 0.010747106710448862 0.0022249428132040936 0.0093242333425829823 0.00078178013310484262 0.010573542828205974 0.009065124638270838 -0.00077580096258316193 0.011936813783831894 0.0081637993233189699 0.0096779130803256799 0.017491005025804043 0.0028831934704869177 0.012591698816725734 0.0019663492002076023 0.0079449302148338011
leaf_weight=33 26 164 24 20 31 115 27 21 949 114 40 35 37 30 34 25 55 21 23 24 686 32 20 21 68 20 39 37 27 323
leaf_count=33 26 164 24 20 31 115 27 21 949 114 40 35 37 30 34 25 55 21 23 24 686 32 20 21 68 20 39 37 27 323
internal_value=0 0.00512814 0.00593471 0.00879238 0.00884413 0.00505384 0.00691869 0.00892829 0.00887552 0.00888564 0.00424402 0.00385351 0.00255199 0.000423332 0.00235379 0.00583831 0.00454653 0.00516052 0.00506078 0.00667417 0.00894274 0.00845482 0.00527877 0.0027663 0.00946239 0.00971207 0.00720133 0.0086709 0.00853087 0.00748373
internal_weight=0 773 609 2348 2328 469 142 2276 2255 140 327 303 183 99 69 120 95 52 84 61 2222 1146 73 53 1076 969 107 1073 1036 350
internal_count=3121 773 609 2348 2328 469 142 2276 2255 140 327 303 183 99 69 120 95 52 84 61 2222 1146 73 53 1076 969 107 1073 1036 350
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 4 1 0 0 4 13 2 43 4 15 50 2 14 0 15 159 15 49 47 4 47 0 0
split_gain=17.3791 2.32592 1.97563 1.73149 1.08866 1.07876 0.749131 0.56243 0.520462 0.437349 0.425022 0.398112 0.391622 0.375978 0.371692 0.358344 0.52377 0.294938 0.283553 0.281575 0.247965 0.244013 0.236988 0.233978 0.230332 0.226981 0.223086 0.220945 0.206694 0.174358
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.26450500000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 -0.17966999999999997 0.12958500000000003 1.0000000180025095e-35 -0.23194499999999998 0.033845000000000007 -1.0000000180025095e-35 0.10444500000000002 -0.04890499999999999 -0.064054999999999987 -0.03241999999999999 0.086295000000000011 0.099185000000000009 0.076175000000000007 -0.11242999999999999 -0.095244999999999982 0.084250000000000005 0.13592500000000005 -0.012034999999999999 0.090280000000000013 0.024790000000000003 0.078345000000000012 -0.23001499999999997 -0.092404999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 12 10 19 -7 -5 13 -1 23 22 14 -9 18 -17 -3 -12 20 21 -4 27 29 -6 -26 -14 -2 -16 -8
right_child=1 17 6 8 24 7 11 9 -10 -11 15 -13 26 -15 28 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010530257766897028 0.00040013112858229989 0.00015957874527660956 0.00087391293516346047 0.00045936088464331321 0.00056601183379397673 0.00084268679508938207 0.00092664781947429773 0.00052750208211981475 0.00026225000410479669 0.00029104569619025836 0.00094630191296473883 0.00071121271288095221 0.00075201680870721479 0.00046363244314166389 0.00064137971106295784 0.00077302274712283544 0.00045509379392269305 0.00038981115920286552 0.00067157788576521706 0.0010215030263756851 0.0008707989373456283 0.00057466290882869945 0.00028400557670706534 0.00062058635329143269 0.00093170294410311705 0.00072779862999877752 0.00048816468817332954 0.00065453388179495 0.00086254557346055242 0.00081305128434573551
leaf_weight=22 35 103 20 117 20 31 56 49 92 21 52 171 28 59 32 76 27 27 20 46 1053 22 32 23 32 61 22 21 33 718
leaf_count=22 35 103 20 117 20 31 56 49 92 21 52 171 28 59 32 76 27 27 20 46 1053 22 32 23 32 61 22 21 33 718
internal_value=0 0.00043898 0.000812676 0.000504428 0.000614201 0.000690209 0.000837181 0.000597446 0.000372594 0.000558258 0.000796158 0.00079706 0.000497348 0.000590694 0.000656454 0.000763866 0.000689682 0.000207396 0.00086999 0.000871219 0.000864906 0.000717163 0.000418613 0.000815479 0.000756907 0.000797959 0.000635922 0.000495532 0.000753664 0.00082127
internal_weight=0 590 2531 460 251 422 2109 225 209 194 197 968 138 173 114 175 103 130 72 1141 1095 42 88 797 113 93 50 56 65 774
internal_count=3121 590 2531 460 251 422 2109 225 209 194 197 968 138 173 114 175 103 130 72 1141 1095 42 88 797 113 93 50 56 65 774
is_linear=0
shrinkage=0.00196078


Tree=5832
num_leaves=31
num_cat=0
split_feature=1 4 457 3 3 12 0 1 13 4 131 4 1 16 156 48 11 3 0 52 150 4 52 43 15 150 1 4 2 0
split_gain=0.726345 0.176798 0.123256 0.095498 0.0847629 0.0823012 0.0697427 0.0677204 0.154789 0.0622353 0.0650813 0.0685932 0.103938 0.06073 0.130548 0.0683197 0.126358 0.130216 0.0672244 0.0631865 0.066042 0.0690652 0.117275 0.101767 0.0805903 0.0683431 0.0650374 0.0882572 0.0725423 0.0649785
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 -0.07793499999999999 -0.082689999999999986 0.091475000000000015 0.18019500000000002 0.14699000000000004 -0.11122999999999998 0.10637500000000001 0.097570000000000004 -0.17966999999999997 0.12408500000000001 0.013515000000000001 -0.031569999999999994 0.092150000000000024 0.078065000000000009 -0.11171999999999999 -0.055064999999999996 -0.13993999999999998 -0.086544999999999983 0.0061450000000000003 1.0000000180025095e-35 0.054355000000000007 0.11171000000000002 0.09487000000000001 0.093400000000000025 0.058735000000000009 0.097845000000000015 -0.093039999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 7 13 -6 -9 10 11 -5 -13 19 18 16 17 -16 -15 29 -21 -22 23 25 -24 26 27 -23 -29 -1
right_child=1 4 -4 9 5 -7 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.015841474562883377 0.0091641895402062804 0.0059605208985754349 0.0021623193416633597 0.0084610826917923994 0.0036816015009502757 -0.0038853273738641298 0.0035393972648307681 0.0045877493936568505 -0.0072152154892683035 0.010663410850490135 0.010242613567970694 0.0054119969356300618 -0.00013560332033406706 0.0090597770031308755 -0.00058456863572990355 0.0034742767345160249 0.013524526994555228 0.0073657698400949566 0.015732783189853834 0.0045247901174416015 0.0090952243340946155 -0.00023780077575675905 0.010300061978395442 0.0097336229061447954 0.0034982368396595121 -0.00097614514260468152 0.010277036391198636 0.0111853198800236 0.0031052155569195748 0.0095542971069032031
leaf_weight=25 128 83 63 40 179 20 28 25 20 24 24 120 47 36 22 50 31 324 26 37 1405 31 135 43 20 22 20 20 25 48
leaf_count=25 128 83 63 40 179 20 28 25 20 24 24 120 47 36 22 50 31 324 26 37 1405 31 135 43 20 22 20 20 25 48
internal_value=0 0.00496625 0.0062612 0.00693543 0.00320004 0.00226102 0.00850035 0.0028098 -0.000658013 0.00581668 0.00531313 0.00474159 0.0038507 0.00856023 0.0075702 0.0069476 0.00740825 0.00686026 0.0118581 0.00882463 0.00870492 0.00879479 0.00745902 0.0055688 0.00942241 0.00405111 0.00520318 0.00386796 0.00669637 0.0117074
internal_weight=0 773 446 383 327 244 2348 224 45 255 231 207 167 2320 489 427 377 346 62 1831 1758 1721 316 161 155 118 96 76 45 73
internal_count=3121 773 446 383 327 244 2348 224 45 255 231 207 167 2320 489 427 377 346 62 1831 1758 1721 316 161 155 118 96 76 45 73
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=31
num_cat=0
split_feature=1 4 16 1456 16 0 14 16 0 2 4 44 49 16 13 3 0 12 1 4 14 43 4 3 0 0 12 4 15 49
split_gain=0.595433 0.204293 0.0993062 0.120293 0.114856 0.0879704 0.0849355 0.18411 0.0743061 0.0712652 0.153667 0.0688637 0.0916496 0.0740844 0.0682559 0.086679 0.072062 0.0627222 0.0612481 0.0553281 0.0548172 0.0633512 0.0734171 0.0834669 0.0538567 0.107226 0.0602465 0.0985813 0.0516104 0.0592211
threshold=0.095950000000000021 0.27287000000000006 0.40020000000000006 -1.0000000180025095e-35 -0.15012499999999998 -0.026509999999999995 -0.42495999999999995 -0.23935499999999996 0.062580000000000011 0.11362000000000001 -0.064804999999999988 0.087770000000000015 0.0093850000000000027 -0.020119999999999996 -0.090799999999999978 -0.0049599999999999991 -0.085034999999999986 0.10016000000000001 0.11588000000000001 0.51303500000000013 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 -0.10096999999999999 -0.14051499999999997 -0.086254999999999984 0.42642000000000008 -0.077219999999999983 0.10969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 18 11 19 17 -7 20 -11 12 14 -14 -6 16 -16 24 -5 -3 21 -1 23 -23 25 26 -8 -28 -12 -30
right_child=1 6 -4 4 5 8 7 -9 -10 10 28 -13 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0024604011157696899 0.010593394129278346 0.0076627868772912019 0.0080829799823070158 0.010990439753636326 0.0016895968610277541 -0.0037810885150415391 -0.0013357124247011685 -0.0068827872968871481 0.0043264575861394405 -0.0022514106511759262 0.01037790089718659 0.0098338443320244561 0.0039325218880549078 -0.0044672738552132309 0.001641209722506477 0.010913925312758824 0.0065007687849728607 -0.0011604186071214903 0.0045376897663421314 0.0018815488470718266 0.010420008011566229 0.01666706857737154 0.0077668870315083715 0.0076404631365134951 0.0014844481676253816 0.011447912389412522 0.0024848376455681646 0.010724429988767952 0.0075885372826645916 0.0027381861944750434
leaf_weight=22 36 49 147 38 52 26 21 22 20 21 33 22 21 21 47 28 87 36 24 25 83 20 1910 21 86 20 53 20 71 39
leaf_count=22 36 49 147 38 52 26 21 22 20 21 33 22 21 21 47 28 87 36 24 25 83 20 1910 21 86 20 53 20 71 39
internal_value=0 0.00469441 0.00584462 0.00506491 0.0045493 0.00379472 0.00272312 0.00186651 -0.000256068 0.00774248 0.00573638 0.00446499 0.00400361 -0.000267376 0.00484183 0.00585366 0.0047963 0.00268212 0.0084926 0.00570967 0.0079025 0.00779659 0.00785676 0.0120437 0.00337378 0.00479906 0.00338442 0.00474226 0.00690941 0.00586887
internal_weight=0 901 569 422 386 324 332 258 46 2220 164 278 256 42 214 162 134 236 62 74 2056 1973 1951 41 200 114 94 73 143 110
internal_count=3121 901 569 422 386 324 332 258 46 2220 164 278 256 42 214 162 134 236 62 74 2056 1973 1951 41 200 114 94 73 143 110
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 43 39 39 12 3 9 4 124 34 2 159 48 16 1 49 1 12 133 1213 43 16 402 3
split_gain=0.488335 0.140684 0.11264 0.0957508 0.0989214 0.0843645 0.0809976 0.0789469 0.0889403 0.074338 0.0720906 0.0709053 0.0681991 0.0667292 0.0625015 0.0789908 0.0647841 0.0577616 0.0547362 0.0806191 0.071364 0.0509034 0.0657148 0.0500165 0.0742752 0.102661 0.0888024 0.0701653 0.0644849 0.0608678
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.081185000000000021 -0.078139999999999973 0.30112000000000005 0.11924500000000002 -0.095049999999999982 0.089130000000000015 0.084405000000000008 -0.42850999999999995 -0.11171999999999999 0.081890000000000004 0.40124500000000002 0.05852000000000001 -0.038779999999999995 0.13247500000000004 0.09320500000000001 -0.024949999999999996 -0.16075999999999999 0.084165000000000004 -0.026779999999999995 0.11039500000000001 0.086305000000000007 0.11269500000000002 0.039620000000000009 -0.0017249999999999998 -0.073404999999999984 -0.011165 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 14 11 8 -4 -9 -7 -6 13 23 15 -2 -17 -12 -13 20 -20 -8 -23 24 25 26 28 -25 -3 -28
right_child=5 12 3 -5 6 10 21 9 -10 -11 17 18 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 27 -26 -27 29 -29 -30 -31
leaf_value=-0.00096663213251823839 -0.000244419558772019 0.013355862907580255 0.0094037957872976294 0.011232573569785539 0.0015915346655832685 0.0039781438351115762 0.0066909705815107927 -0.0028637536901182366 0.0012437502260912549 0.0031637349377361765 -0.0040613281744299456 0.0032949623708003043 0.011809200485204828 0.0019871328508964292 -0.0012009402892241875 0.0066024340478655508 0.0030622361744754019 0.0020660702949389818 0.0077425636351108554 0.0070139199546560204 0.015986697464471771 -0.0032663084700470788 0.004840160208404996 0.0074173929335742171 0.0028017608349078468 0.012828588874877565 0.0064539168749681922 0.0060886140782032165 0.0080018976929793414 0.00065999767510220412
leaf_weight=28 35 24 34 28 23 34 23 28 22 76 40 29 29 27 24 107 100 25 21 186 21 20 20 744 28 42 66 853 359 25
leaf_count=28 35 24 34 28 23 34 23 28 22 76 40 29 29 27 24 107 100 25 21 186 21 20 20 744 28 42 66 853 359 25
internal_value=0 0.0066315 0.00521508 0.00554104 0.00522422 0.00273907 0.00618202 0.00317094 0.00619806 0.00154095 0.000247025 0.00691094 0.00699189 0.00692745 0.00366657 0.00414929 0.00489219 -0.00170464 0.00738699 0.00790747 0.0118646 0.00294237 0.000786926 0.00698975 0.00781789 0.00809008 0.00767021 0.00670766 0.00833739 0.00486218
internal_weight=0 2756 559 531 503 365 343 160 56 104 99 280 2197 2168 266 242 207 65 257 228 42 63 40 2141 544 516 474 1597 383 91
internal_count=3121 2756 559 531 503 365 343 160 56 104 99 280 2197 2168 266 242 207 65 257 228 42 63 40 2141 544 516 474 1597 383 91
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 15 2 4 0 47 2 4 14 4 15 16 4 2 1 43 150 14 15 158 43 2 1
split_gain=31.7883 3.64941 3.47834 2.29662 1.8508 1.15619 1.09616 0.8786 0.775958 0.70313 0.676651 0.675158 0.617696 0.561394 0.508511 0.495174 0.362097 0.682475 0.356049 0.340901 0.336843 0.276777 0.269624 0.389665 0.26414 0.258799 0.245795 0.233931 0.482852 0.22868
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.095330000000000012 0.23246000000000003 0.024640000000000006 0.14285500000000004 0.27834500000000006 -0.23194499999999998 0.081320000000000017 0.13501500000000002 0.00063500000000000004 0.076175000000000007 -0.064054999999999987 -0.03241999999999999 -0.040964999999999994 0.052250000000000012 0.099185000000000009 0.10089500000000001 -0.081454999999999986 0.091105000000000005 -0.41790499999999997 -0.41942499999999994 0.084475000000000008 -0.04890499999999999 0.11177500000000001 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 11 9 15 -5 12 10 -3 -1 21 14 -8 19 20 -18 -7 -4 -13 22 -6 -24 -12 -11 -21 -2 -29 -27
right_child=1 5 6 7 8 18 13 -9 -10 25 24 16 -14 -15 -16 -17 17 -19 -20 26 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=0.0015042751390028765 0.00062857337541112666 0.00077955549581989656 0.0012662511572516402 0.0011811713790939417 0.00070365326953869241 0.000648555691843854 0.001215987229202592 0.00082740983727558673 0.0012791383917592151 0.00048656356740579062 0.00067656368316846779 0.0013296801287843811 0.001098433626519043 0.00092377645046752522 0.0010764669569671397 0.0014611234938944188 0.0011603889035366637 0.00079747544427063468 0.00098995600455726663 0.0011166262081245971 0.0010302516613520827 0.00074166843353533276 0.001061858231816433 0.00074058717184540945 0.00043396387391540509 0.00038036328570849423 0.0012989196212762799 0.0010290890241476728 0.00070194780874671344 0.00013482696548396464
leaf_weight=22 77 43 1381 79 20 23 362 41 21 37 22 52 41 36 139 47 76 27 24 105 20 75 47 21 80 35 39 22 82 25
leaf_count=22 77 43 1381 79 20 23 362 41 21 37 22 52 41 36 139 47 76 27 24 105 20 75 47 21 80 35 39 22 82 25
internal_value=0 0.000698848 0.00120425 0.000849954 0.00104175 0.000541468 0.00123677 0.0010603 0.000920247 0.000486813 0.000573258 0.00118053 0.000883302 0.00116028 0.00117728 0.00126289 0.00113983 0.00106526 0.000822888 0.00125678 0.00124651 0.000829189 0.000903781 0.000962642 0.000486289 0.00035759 0.001166 0.000710496 0.000771151 0.000278056
internal_weight=0 590 2531 301 422 289 2109 120 225 242 145 197 204 537 501 1572 175 103 47 1525 72 163 88 68 102 97 144 181 104 60
internal_count=3121 590 2531 301 422 289 2109 120 225 242 145 197 204 537 501 1572 175 103 47 1525 72 163 88 68 102 97 144 181 104 60
is_linear=0
shrinkage=0.00196078


Tree=5836
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 14 1 2 0 15 1 2 475 2 52 10 13 13 52 0 47 1 49 0 16 40
split_gain=26.8595 4.40073 2.8959 2.37723 2.16154 1.4033 1.03563 0.878998 0.759715 0.726942 0.723227 0.531528 0.365366 0.757215 0.28787 0.273541 0.271683 0.254443 0.241747 0.239067 0.234032 0.204524 0.204452 0.262961 0.212547 0.283787 0.198957 0.19828 0.174855 0.170175
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.092120000000000021 -0.11173999999999999 -0.10653 0.091195000000000012 0.14122000000000004 -0.08230999999999998 0.17025000000000004 -0.16675999999999999 -0.38851999999999992 -0.016469999999999995 -0.0044799999999999987 -0.56176499999999996 0.051010000000000007 0.081320000000000017 0.086920000000000011 -0.053364999999999996 -0.14832499999999996 0.15891500000000003 -0.064864999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 9 17 -6 11 -5 12 13 -1 -14 21 -13 20 -11 -19 -4 29 -18 24 25 -24 -12 -15 -25 -3
right_child=1 2 7 10 8 -7 -8 -9 -10 18 26 16 14 27 -16 -17 22 19 -20 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0010415180134617425 0.00087405919187682991 0.00040917575800525141 0.00010740886238715908 0.00079489820792566393 0.0007874513624858651 0.00054583427712345627 0.00047938879427128755 0.00053663027656236379 0.0004550149044396085 0.00087824194162499671 0.00054181459665431661 0.00096704658206730391 0.00092255684129797458 0.00075136791969016904 0.00084381930112671785 0.00019065628251292152 0.0010073208417632289 0.00012277437658349171 0.0011247597324632412 -0.00015036498799043542 0.00029148476362666662 0.00045046603288075802 0.00083143896545735739 0.00054745350231309557 0.00097293381966550533 0.00062135967213890859 0.00032073873233118115 0.00052767252315785371 0.00077918213306160981 0.00027381103603286788
leaf_weight=30 74 69 79 34 82 48 24 22 39 20 34 57 1191 39 210 30 23 28 65 22 40 114 503 21 38 26 29 25 31 74
leaf_count=30 74 69 79 34 82 48 24 22 39 20 34 57 1191 39 210 30 23 28 65 22 40 114 503 21 38 26 29 25 31 74
internal_value=0 0.00042295 0.00036722 0.000865245 0.000460501 0.000877656 0.000884572 0.000167959 0.000680302 0.000888839 0.000564429 0.000881946 0.000902815 0.000784476 0.000910755 0.000367833 0.000837313 0.000119967 0.00106676 2.59306e-06 0.000169283 0.000388515 0.000825795 0.00081905 0.000831289 0.000821114 0.00044005 0.000663987 0.000685599 0.000339127
internal_weight=0 673 599 2448 408 2351 2303 191 121 2279 97 2194 1495 94 1401 287 699 169 85 50 119 257 642 619 567 529 63 64 52 143
internal_count=3121 673 599 2448 408 2351 2303 191 121 2279 97 2194 1495 94 1401 287 699 169 85 50 119 257 642 619 567 529 63 64 52 143
is_linear=0
shrinkage=0.00196078


Tree=5837
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 4 2 49 1 1 40 2 49 50 1 15 475 4 11 49 16 157 52 150
split_gain=22.486 3.91638 1.95592 1.62293 1.43556 1.06136 0.960877 0.7692 0.761647 0.787876 0.693455 0.687501 0.524834 0.355015 0.277612 0.277606 0.26922 0.251229 0.246484 0.243138 0.240089 0.228384 0.228001 0.222342 0.194172 0.19259 0.211616 0.18332 0.222928 0.236867
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.27834500000000006 0.091265000000000013 -0.054984999999999992 0.12408500000000001 0.086920000000000011 -0.077714999999999992 0.085730000000000015 -0.053364999999999996 0.041865000000000006 0.13075500000000004 -0.089964999999999976 -0.08230999999999998 0.42642000000000008 0.084110000000000004 -0.073374999999999982 -0.0073349999999999986 -0.41266499999999995 0.039215000000000007 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 11 -8 -10 -4 12 15 -2 23 -1 -3 -17 -12 21 24 -6 -14 25 -5 -11 -27 -24 29 -29
right_child=1 4 10 20 19 -7 8 -9 9 14 18 -13 22 -15 -16 17 -18 -19 -20 -21 -22 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=0.00099407329993828259 0.00064868283487728561 0.00043785628277154135 0.00088988085725315714 0.00048158156082910649 0.00024953261693899567 0.00066395008128465095 0.00085445700907239722 0.0011427170022222954 0.00087288500286253595 0.00061940494583907465 0.00065149288267894051 0.00060665375933237039 0.0010306450696391299 0.00090871938303405163 0.00034829834096994366 0.00094690855697681525 0.00023115887829814762 0.00075452460252604231 0.00040055413770346686 0.00040615257142648259 0.00036253431751818879 1.7477667918710996e-05 0.0010579635929159757 0.00067033423800056747 0.00070286381949660596 0.00049299663392051091 0.00027094066753956931 0.00087566095374563488 0.00093285112573656152 0.00068076928271729425
leaf_weight=1028 24 47 34 30 63 48 30 84 22 30 34 22 58 127 46 384 50 28 27 26 24 22 28 31 31 66 22 308 321 26
leaf_count=1028 24 47 34 30 63 48 30 84 22 30 34 22 58 127 46 384 50 28 27 26 24 22 28 31 31 66 22 308 321 26
internal_value=0 0.000540427 0.000941285 0.000745393 0.000434115 0.000952505 0.000496678 0.000958562 0.000561619 0.000521134 0.000665491 0.00095154 0.000955019 0.000867389 0.00048145 0.000976838 0.000331311 0.000933834 0.000540422 0.000240225 0.000528671 0.000189471 0.000912617 0.000522557 0.000594036 0.000483734 0.000437483 0.000902594 0.000895952 0.00086049
internal_weight=0 691 2430 236 455 2335 344 2287 247 217 95 2203 2181 151 195 1440 97 412 61 111 85 85 741 149 61 118 88 683 655 334
internal_count=3121 691 2430 236 455 2335 344 2287 247 217 95 2203 2181 151 195 1440 97 412 61 111 85 85 741 149 61 118 88 683 655 334
is_linear=0
shrinkage=0.00196078


Tree=5838
num_leaves=31
num_cat=0
split_feature=1 3 123 48 48 4 4 2 2 132 16 40 43 374 157 47 13 124 2 42 159 48 132 1 1 1429 11 2 0 51
split_gain=0.727971 0.177364 0.106371 0.0900645 0.104955 0.0984004 0.0895063 0.0791536 0.0730139 0.0652633 0.0625359 0.0615499 0.073165 0.0700108 0.0603346 0.0526286 0.0516762 0.0662809 0.061377 0.0609802 0.0582595 0.0626275 0.0503714 0.0809096 0.0502071 0.116202 0.0813898 0.092928 0.0708852 0.0515336
threshold=0.10337500000000001 0.31299000000000005 0.083805000000000004 0.14174500000000004 0.10990500000000002 -0.03898999999999999 0.40124500000000002 0.14019000000000004 0.095545000000000005 -1.0000000180025095e-35 -0.54165499999999989 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 -0.42132499999999995 0.11768500000000003 0.054800000000000008 -0.076164999999999983 0.12043500000000001 0.11688500000000002 0.014475000000000003 0.092680000000000026 0.10365500000000001 0.14173500000000003 0.080270000000000022 0.084770000000000012 0.077415000000000012 0.087675000000000017 -0.14723999999999998 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 8 9 10 -7 -1 12 13 -4 -10 -6 17 -16 -18 20 21 -19 23 -3 28 26 27 -26 -12 -30
right_child=1 22 11 -5 15 7 -8 -9 14 -11 24 -13 -14 -15 16 -17 18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.01415950863368132 0.0091516534064160007 0.0022232315772654195 0.0042608559087795378 0.0011017927509402075 0.015187034502159805 0.0003987859166227281 0.002129345488819209 0.00069200775840065707 0.012991747406776994 0.0063425644556799332 0.013669201393563793 -0.001928911260329187 0.009148151980733257 -0.0019581513809617205 0.0038035595334902708 0.0079324798891320832 0.0067250694906904121 0.0087090772582220834 0.0011172984633594752 0.0050992902491072368 0.011493535104711525 0.0047911849037821719 0.0048548032465422983 -0.0042647985131319226 0.0084228479593792312 0.001497735118923279 0.013316656982586271 0.0033474510178889312 0.0091670245054627925 0.0055978768710268755
leaf_weight=22 86 57 85 31 20 20 22 33 20 242 34 20 23 23 37 20 89 272 25 55 61 48 29 29 481 26 31 39 1099 42
leaf_count=22 86 57 85 31 20 20 22 33 20 242 34 20 23 23 37 20 89 272 25 55 61 48 29 29 481 26 31 39 1099 42
internal_value=0 0.00484972 0.00553609 0.00630376 0.00668681 0.00617521 0.00847853 0.0053075 0.0085372 0.00588884 0.00886112 0.00323818 0.00402704 0.00293644 0.00759052 0.0115598 0.00740649 0.00786711 0.0054953 0.00821196 0.00866129 0.00812139 0.00125073 3.54075e-05 0.00879459 0.00803067 0.00833894 0.00804219 0.00916972 0.00903564
internal_weight=0 718 603 452 421 381 2403 295 2381 262 1774 151 131 108 607 40 587 473 114 436 381 320 115 86 1752 577 551 520 1175 1141
internal_count=3121 718 603 452 421 381 2403 295 2381 262 1774 151 131 108 607 40 587 473 114 436 381 320 115 86 1752 577 551 520 1175 1141
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=31
num_cat=0
split_feature=1 3 155 148 124 51 43 47 124 47 48 160 42 13 394 52 13 1212 128 12 12 12 1210 1213 43 133 4 42 1 43
split_gain=0.590619 0.145431 0.0955823 0.0795636 0.0770427 0.0756544 0.122743 0.0898417 0.0751345 0.0697 0.0722946 0.0681028 0.0677867 0.0623845 0.0945633 0.0619367 0.0846048 0.0727411 0.0557993 0.0659591 0.126845 0.0899503 0.0528546 0.0487206 0.0472056 0.0554273 0.0555355 0.0520733 0.0802899 0.0461405
threshold=0.10312500000000001 0.31299000000000005 0.11245500000000001 -0.095079999999999984 0.0049200000000000008 0.10876000000000001 -0.24021999999999996 0.11370000000000001 -0.076779999999999987 0.078345000000000012 -0.079804999999999987 -0.076689999999999994 -0.0060199999999999993 0.038215000000000006 -0.0062849999999999989 0.10347000000000002 0.10002500000000002 0.055770000000000007 0.079650000000000012 0.096830000000000013 0.097575000000000009 0.098330000000000015 0.0028200000000000005 0.093235000000000026 -0.53814999999999991 -0.37971999999999995 -0.27825499999999997 -0.091729999999999992 0.084525000000000003 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 -5 -7 12 10 -8 -12 -1 18 -15 17 -17 24 19 22 -21 -22 -10 -23 -16 -26 -27 -28 -29 -24
right_child=1 -3 -4 4 -6 7 9 -9 13 -11 11 -13 -14 14 15 16 -18 -19 -20 20 21 23 29 -25 25 26 27 28 -30 -31
leaf_value=0.0080015578975853249 -0.0014403595855193478 0.0011256600268509077 0.0088634129088765393 0.012323095523752273 0.000366295303683728 0.011482072331158347 0.0093459305239957761 0.0040913710756034687 0.0079325497815776382 0.0064985624788150582 0.0054802355476906177 0.0021151098142072442 0.0025087291234225598 -0.0002202750253491104 0.012744125191654479 -0.00091149356131526573 0.0069193997923788194 0.0025387762477621437 0.009867128764498901 -0.00097973837189122351 0.013209389660152651 0.0057822629807706945 0.0073036401253193627 0.010993818282149733 0.012709725685417653 0.010945194226599508 0.0086015593260526657 0.0065945520672747605 -0.00053516718220304358 0.013356818063937896
leaf_weight=39 21 115 58 20 36 38 20 29 1557 107 86 200 53 20 21 22 37 25 142 22 21 174 20 20 20 31 55 56 22 34
leaf_count=39 21 115 58 20 36 38 20 29 1557 107 86 200 53 20 21 22 37 25 142 22 21 174 20 20 20 31 55 56 22 34
internal_value=0 0.00438971 0.00500006 0.00459777 0.00483434 0.00515603 0.00467217 0.00828311 0.00763945 0.00430166 0.00353347 0.003127 0.00483721 0.00775159 0.00642964 0.00688984 0.00399941 0.0076313 0.00795686 0.00781007 0.00625246 0.0069925 0.00803922 0.00631954 0.00825234 0.00773969 0.00713359 0.00624517 0.00458361 0.0111149
internal_weight=0 730 615 557 536 500 433 67 2391 413 306 286 92 2299 309 289 59 230 1990 1848 237 215 1611 194 205 184 164 133 78 54
internal_count=3121 730 615 557 536 500 433 67 2391 413 306 286 92 2299 309 289 59 230 1990 1848 237 215 1611 194 205 184 164 133 78 54
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=31
num_cat=0
split_feature=4 3 9 44 123 2 40 4 3 0 483 48 4 484 1186 484 52 159 4 42 4 159 0 1 3 156 456 151 401 1209
split_gain=0.490031 0.167611 0.140187 0.0928686 0.0910096 0.0869722 0.081003 0.0771616 0.113747 0.0989071 0.0795349 0.0637693 0.0905415 0.0573319 0.0625086 0.0567141 0.0945013 0.0572423 0.054723 0.0542339 0.0665476 0.060236 0.0765066 0.154786 0.113701 0.061324 0.0603632 0.0738253 0.0572991 0.057438
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.083855000000000013 0.25063000000000007 0.051255000000000002 -0.082769999999999982 0.11296500000000002 -0.019414999999999998 0.093265000000000015 0.092475000000000016 -0.52556499999999995 0.085595000000000018 0.060550000000000007 0.096675000000000011 0.039215000000000007 0.11728000000000001 0.51388000000000011 0.11457500000000002 -0.082349999999999993 -0.016814999999999997 -0.13027499999999997 0.083135000000000014 -0.020429999999999997 0.078780000000000003 0.087225000000000011 -0.08323499999999999 1.0000000180025095e-35 0.083050000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 15 7 10 9 19 11 12 -4 14 -14 16 17 18 -2 20 -9 25 23 -23 -25 -22 28 -28 29 -24
right_child=5 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0034991610085680375 0.0013399626504486571 0.0019525211323697649 0.013858198927240059 0.011783366038396612 0.0052095317947013046 -0.0030703208525665105 0.0018035814096947435 0.0017772469371557236 0.00010069356713857916 0.0011256274636252783 0.014013355579227211 0.0032585937929979995 0.0075879042057707784 0.0034062762173914145 0.012612231630527488 -0.0015292188501916826 0.006726469616995941 0.0070222935997522806 0.0055121977078287226 0.0049611465159591431 0.0078119902761981776 0.010444079090093235 0.0062131840690908971 -0.0041900342982262376 0.0041808311055890873 0.012974503710865976 0.011060165896565772 0.00533572244546094 0.0083965639465248265 0.0094363358092762663
leaf_weight=21 182 74 24 38 28 24 32 25 27 32 20 32 520 31 26 24 71 26 38 158 289 33 879 20 86 25 71 33 173 59
leaf_count=21 182 74 24 38 28 24 32 25 27 32 20 32 520 31 26 24 71 26 38 158 289 33 879 20 86 25 71 33 173 59
internal_value=0 0.00664741 0.00677695 0.00687558 0.00147723 0.00274824 0.00680371 0.00686614 0.00654532 0.00663772 0.00780454 0.00760836 0.00783997 0.00758964 0.00782716 0.00315775 0.0035126 0.00258503 0.00206062 0.00673302 0.00689838 0.00697513 0.00668574 0.00446335 0.00260142 0.00822302 0.00693999 0.00924376 0.00672434 0.00641592
internal_weight=0 2756 2682 2633 49 365 2595 2563 1910 1883 653 633 601 577 546 341 317 246 220 1851 1693 1668 1354 139 106 314 1215 104 1111 938
internal_count=3121 2756 2682 2633 49 365 2595 2563 1910 1883 653 633 601 577 546 341 317 246 220 1851 1693 1668 1354 139 106 314 1215 104 1111 938
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 4 42 0 52 150 49 123 40 0 1 50 15 48 0 394 3 43 39 4 12
split_gain=25.9569 4.37189 2.46079 2.10135 1.75169 1.48869 1.0872 1.10551 1.07 0.842887 0.857772 0.759833 0.701964 0.577895 0.521652 0.433989 0.395664 0.357017 0.328793 0.30615 0.302166 0.322046 0.319842 0.30202 0.278941 0.275311 0.310393 0.261295 0.258854 0.280424
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.0052350000000000009 -0.076394999999999977 -0.11173999999999999 1.0000000180025095e-35 0.09487000000000001 -0.054984999999999992 0.10695000000000002 -0.077714999999999992 -0.079119999999999982 0.13075500000000004 0.041865000000000006 -0.41942499999999994 0.087310000000000013 -0.15599999999999997 -0.079154999999999989 0.30112000000000005 -0.072864999999999985 0.08456000000000001 -0.49013999999999996 0.09320500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 17 -8 -9 10 12 -4 23 14 -12 -2 25 -3 -14 -5 21 -6 -23 -1 -20 26 -10 -13 29 -26
right_child=1 4 11 19 20 -7 7 8 16 -11 13 27 18 -15 -16 -17 -18 -19 24 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0009165838481395472 0.00067733424765916144 0.00046072878995673277 0.0010142894533056728 0.00060753575309138708 0.00032076746564763998 0.00066529820867954124 0.00093530079508139419 0.00087394977882645846 0.00042853944216753872 0.0012069891957369617 0.0008880110664936711 0.00040659322659898097 0.0010510411909202279 0.0010179328130593634 0.00055625437119720021 0.00096484254657421584 0.00022777230344037938 0.00022270189306023073 0.00076720313917772441 0.00034611743427447826 0.00041584957356089115 -8.6472109086575542e-05 0.00024334610013551462 0.00062970822897890147 0.0011471409464161248 0.00036911687357168575 0.00062286598759937859 0.00066503537205487889 0.00098227386680153797 0.00093992620316985388
leaf_weight=43 24 47 21 61 29 48 30 31 49 84 205 21 1153 143 20 127 21 50 20 24 23 26 20 21 83 40 89 53 479 36
leaf_count=43 24 47 21 61 29 48 30 31 49 84 205 21 1153 143 20 127 21 50 20 24 23 26 20 21 83 40 89 53 479 36
internal_value=0 0.00056377 0.000994457 0.000780328 0.000451445 0.00100704 0.000515188 0.00058128 0.000535104 0.00101421 0.00100686 0.00068511 0.00102419 0.000920467 0.000858522 0.000919146 0.000482319 0.000338035 0.00103148 0.000533724 0.000219239 0.000158945 5.69271e-05 0.000822453 0.000994989 0.000512349 0.000553866 0.000591694 0.00100261 0.00108445
internal_weight=0 691 2430 236 455 2335 357 260 230 2287 2203 95 1835 368 225 151 199 97 1771 85 98 75 46 64 618 178 138 74 598 119
internal_count=3121 691 2430 236 455 2335 357 260 230 2287 2203 95 1835 368 225 151 199 97 1771 85 98 75 46 64 618 178 138 74 598 119
is_linear=0
shrinkage=0.00196078


Tree=5842
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 10 402 34 123 2 0 15 1 3 43 13 475 9 13 4 13 159 15 16 16 484 2 43 12 1209 16
split_gain=0.505711 0.133833 0.10884 0.0914104 0.0693359 0.0918835 0.0964435 0.0747883 0.068347 0.0678092 0.0946673 0.0634162 0.0736713 0.089994 0.0749551 0.0697726 0.0596502 0.057255 0.0554872 0.054628 0.0596065 0.0496241 0.0885872 0.0453238 0.0830265 0.0693618 0.0612698 0.0957328 0.0581745 0.0779741
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 -0.077604999999999993 -1.0000000180025095e-35 0.09388500000000001 -0.021334999999999996 0.12630500000000003 0.13093500000000002 0.0059850000000000016 -0.24436499999999997 0.094090000000000021 0.0041950000000000008 -0.11720999999999999 -0.0093149999999999986 -0.082014999999999991 0.081890000000000004 -0.08971999999999998 0.40124500000000002 -0.28558999999999996 0.094385000000000011 -0.12563999999999997 -0.070454999999999976 -0.071854999999999988 -0.011854999999999999 0.087505000000000013 -0.00045499999999999995 0.083645000000000011 -1.0000000180025095e-35 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 6 -6 19 11 10 -2 15 13 -13 17 -5 18 -15 23 -8 -21 -14 -23 24 25 -3 28 -28 29 -26
right_child=4 16 3 8 5 -7 7 -9 -10 -11 -12 12 21 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00096385850606916048 0.0056209342612419284 0.013185243434070246 0.011024506125443926 0.0025463003083132209 -0.0024961997843569238 -0.0030245747929438949 0.00228965770923269 -0.0012906296481378376 0.00044792876837568155 -0.0046970576945958402 -0.0023410567448341421 0.0090520323520260192 0.010059672404479768 -0.00010258914087899029 -0.00071041733213600574 0.0076870308054893637 0.011592225119941226 0.0063737246625499028 0.002521698172549131 0.0051352007274083882 0.010183533776684531 0.002615957291458141 0.0086359413668767298 0.0066499206043931381 0.0014952641562558711 0.0076316228707913646 -0.00041309621717248649 0.0065954433377991978 0.0081775041909351916 0.0083727975252687048
leaf_weight=26 32 46 30 31 21 20 53 20 27 21 28 21 28 20 56 178 29 43 27 142 28 55 44 1134 32 44 21 271 559 34
leaf_count=26 32 46 30 31 21 20 53 20 27 21 28 21 28 20 56 178 29 43 27 142 28 55 44 1134 32 44 21 271 559 34
internal_value=0 0.00673544 0.00535394 0.00566213 0.00277438 0.00351044 0.00400552 0.00456739 0.0053423 0.000193606 0.00190534 0.00561993 0.00459872 0.00301663 0.00195155 0.00692453 0.00708695 0.00431775 0.00702668 0.00509278 0.00596669 0.00634276 0.00529151 0.00708349 0.00757175 0.0104701 0.00728728 0.0060914 0.007846 0.00503824
internal_weight=0 2756 559 533 365 284 264 243 503 81 60 476 267 140 119 209 2197 63 2168 223 170 127 99 2141 1007 90 917 292 625 66
internal_count=3121 2756 559 533 365 284 264 243 503 81 60 476 267 140 119 209 2197 63 2168 223 170 127 99 2141 1007 90 917 292 625 66
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=31
num_cat=0
split_feature=4 3 2 106 2 14 160 1375 43 483 3 42 130 4 133 133 159 11 52 14 1 2 0 475 4 43 16 4 40 15
split_gain=0.419729 0.13583 0.115864 0.0751316 0.0749265 0.0685372 0.0592516 0.0546113 0.0889076 0.0553591 0.0717224 0.0621636 0.0546402 0.0531351 0.0824311 0.0610835 0.0527618 0.0525401 0.0550208 0.0569728 0.0632395 0.0587111 0.0618792 0.0956375 0.11048 0.0906151 0.0899118 0.0712013 0.0708714 0.0647414
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.085655000000000009 0.25063000000000007 -0.23960999999999996 0.62940000000000007 -0.16449999999999998 -0.073959999999999984 -0.095084999999999989 -0.082484999999999989 0.11934000000000002 -0.11198999999999999 -0.04890499999999999 0.41553500000000004 0.23074000000000003 0.082105000000000025 0.096970000000000015 -0.56176499999999996 0.076175000000000007 0.082005000000000008 -0.090999999999999984 -0.11173999999999999 -0.077819999999999986 0.022185000000000003 -0.010344999999999998 -0.040964999999999994 -0.0086549999999999978 -0.078819999999999987 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 -1 7 8 -7 10 -9 12 -11 14 15 -13 -3 18 -14 21 -21 -20 23 -23 26 -26 -25 -28 -24 -27
right_child=4 16 -4 -5 -6 6 -8 9 -10 11 -12 13 17 -15 -16 -17 -18 -19 19 20 -22 22 28 24 25 29 27 -29 -30 -31
leaf_value=0.011992468203728398 0.002838451896529219 0.0045107926846154637 -0.00088346165037997404 0.0013505247421680027 -0.0029422582359984518 0.006680837642800596 0.00083460785986972047 0.0064273704653794745 -0.0019266966020777113 0.010480613575782628 0.011951269012643026 0.0047862724734631448 0.0094151196518615851 0.00090577204720925929 0.00053996227374723685 0.012137150235066656 -0.00082960674803502659 0.0021622538225104411 0.0015658499810982636 0.0067824833560734994 0.012762484627143881 -0.002018880433170125 0.010645939769127812 -0.0014675494103181747 0.0044482346372427166 0.007396084671130493 0.0080070986645296213 0.0006417318746181471 0.0063392544316954284 0.015345920752733947
leaf_weight=21 341 37 23 31 24 28 20 57 21 32 40 26 58 38 22 20 37 30 27 48 28 20 39 31 37 21 35 21 1888 20
leaf_count=21 341 37 23 31 24 28 20 57 21 32 40 26 58 38 22 20 37 30 27 48 28 20 39 31 37 21 35 21 1888 20
internal_value=0 0.00606701 0.00618362 0.00624475 0.00245835 0.00630248 0.00625665 0.00629856 0.00299189 0.00636241 0.00870527 0.00626931 0.00637683 0.0039008 0.00557449 0.00798231 0.00184059 0.0063198 0.00637468 0.00629506 0.00898564 0.00619947 0.0062587 0.00451175 0.00530334 0.00803617 0.00285323 0.00524509 0.00642642 0.0112741
internal_weight=0 2756 2682 2659 365 2628 2607 2587 49 2538 97 2441 2335 106 68 46 74 2303 2273 2215 76 2139 2112 185 165 78 87 56 1927 41
internal_count=3121 2756 2682 2659 365 2628 2607 2587 49 2538 97 2441 2335 106 68 46 74 2303 2273 2215 76 2139 2112 185 165 78 87 56 1927 41
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 2 4 1 42 131 2 3 15 47 14 0 12 160 157 1 51 49 150
split_gain=24.1963 4.14279 2.57596 1.96018 1.45064 1.27944 0.995737 0.817078 0.704606 0.633801 0.615872 0.567523 0.441301 0.394909 0.362626 0.21085 0.196597 0.236151 0.19594 0.18519 0.175159 0.25678 0.160228 0.158587 0.146636 0.14391 0.141524 0.164524 0.139371 0.133023
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.092235000000000025 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.27834500000000006 0.086920000000000011 0.084755000000000011 0.082750000000000004 0.31358000000000003 -0.017889999999999996 0.090455000000000021 0.090100000000000013 -0.23083499999999998 -0.095504999999999993 0.095780000000000018 -1.0000000180025095e-35 -0.010609999999999998 0.11669000000000002 -0.085989999999999997 -0.053364999999999996 0.083555000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 12 9 14 -5 15 13 -4 -1 -6 17 -14 -15 -10 21 -3 -16 25 -20 -11 27 -23 -12 -27
right_child=1 2 7 10 11 -7 -8 -9 19 23 28 -13 16 18 22 -17 -18 -19 24 -21 -22 26 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.001000867306343954 0.00096073309103770891 0.00063925247265339178 0.00053175578587779813 0.00088004390295539064 0.00073934930176941754 0.00061258314015269846 0.00055611218164618571 0.00060652195538675967 0.0012240686271655146 0.0010077930509081623 0.00063423339273209109 0.00052704807163004056 0.00021159545595526456 0.0004240411522439103 0.0008361526699893697 0.00094295088140890486 0.00036680288156311884 -3.4950059774678712e-05 0.00038182509633913342 0.0010386181117746649 0.00063757721846010175 0.00031186977109196138 0.00094808200071252102 0.00087665503736973659 0.00018259185549783326 0.00092857952623125065 0.00032543860564160739 0.00050431049421232352 0.00044553892669378198 0.00077636485274126333
leaf_weight=1084 76 33 39 34 33 41 23 37 47 85 34 26 59 33 57 48 20 20 20 37 32 20 358 304 49 275 29 117 27 24
leaf_count=1084 76 33 39 34 33 41 23 37 47 85 34 26 59 33 57 48 20 20 20 37 32 20 358 304 49 275 29 117 27 24
internal_value=0 0.000528848 0.000475477 0.000944672 0.000590357 0.000955905 0.000962041 0.000335299 0.000966152 0.000959384 0.000668579 0.000779097 0.000293486 0.000363939 0.000981997 0.000860002 0.000193143 0.000149179 0.000299773 0.00114238 0.000502932 0.00048128 0.000932709 0.000910113 0.000240341 0.0009366 0.000449876 0.000476217 0.000550713 0.000916362
internal_weight=0 691 615 2430 338 2335 2294 277 2271 2187 95 107 240 141 1499 81 99 79 102 84 231 199 415 688 69 384 166 137 61 299
internal_count=3121 691 615 2430 338 2335 2294 277 2271 2187 95 107 240 141 1499 81 99 79 102 84 231 199 415 688 69 384 166 137 61 299
is_linear=0
shrinkage=0.00196078


Tree=5845
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 4 14 1 2 16 2 49 15 4 457 159 3 12 1 475 1 15 0 52 1 2 11 12
split_gain=21.4906 3.63511 1.84004 1.57347 1.27497 1.01511 0.737343 0.733624 0.702349 0.661067 0.589214 0.398348 0.390462 0.316042 0.310326 0.327819 0.281204 0.31081 0.305956 0.500287 0.26734 0.255682 0.246956 0.235272 0.229837 0.228642 0.182574 0.543468 0.210243 0.208818
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11654500000000001 0.14122000000000004 0.085505000000000012 0.27834500000000006 0.062655000000000016 0.077845000000000011 0.089885000000000007 -0.061854999999999993 0.14960000000000004 -0.054984999999999992 -0.40580499999999992 0.015030000000000002 0.079590000000000008 0.082585000000000006 0.11658 -1.0000000180025095e-35 0.090540000000000023 -0.08230999999999998 0.13075500000000004 1.0000000180025095e-35 -0.12333499999999999 0.12418000000000001 0.088975000000000012 0.097845000000000015 0.081790000000000015 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 16 7 12 8 10 -4 20 -8 23 -2 -14 -16 17 18 19 24 -1 -12 -5 25 -3 -6 29 -28 -29 -23
right_child=1 4 9 22 6 -7 11 -9 -10 -11 21 -13 14 -15 15 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0009639926438816445 0.00063142161055474105 0.00044364034764322581 0.00089758483259951699 0.00057055118326989837 0.00026168841514594794 0.00061714302415285659 0.0003919498356412244 0.00057998707694440562 0.001107892163452648 0.00053882993237688631 0.00099432018769332782 0.00068664426075960828 0.00031339961240739336 0.00087676996689290386 0.0002245069192905052 -0.00013050836903572666 0.00041301283256708866 0.0004364767975649236 0.00048213578279068613 0.00094164869948929429 0.00089183918473745478 0.00091265561802514458 0.00033576182432904888 0.00051550090151650262 0.00074090267805492166 0.00047892029956935926 0.00051507026567554272 0.00077881608307145173 0.0010404049626696788 0.00084461027249265797
leaf_weight=1092 24 20 28 61 98 41 45 23 84 67 75 29 29 127 20 20 41 33 27 26 241 409 24 24 20 23 21 27 21 301
leaf_count=1092 24 20 28 61 98 41 45 23 84 67 75 29 29 127 20 20 41 33 27 26 241 409 24 24 20 23 21 27 21 301
internal_value=0 0.000520182 0.000912067 0.000717652 0.000417759 0.000922951 0.000338721 0.000928416 0.000931945 0.000644568 0.000925187 0.000507438 0.000280379 0.000837774 0.000158965 4.69993e-05 0.000554064 0.000599961 0.000657972 0.000729905 0.000950948 0.000884978 0.000504258 0.000338156 0.000592272 0.00030298 0.00087445 0.00077816 0.000893261 0.000883808
internal_weight=0 691 2430 236 455 2335 288 2294 2271 95 2187 74 214 151 69 40 167 126 93 66 1333 854 85 145 40 121 779 69 48 710
internal_count=3121 691 2430 236 455 2335 288 2294 2271 95 2187 74 214 151 69 40 167 126 93 66 1333 854 85 145 40 121 779 69 48 710
is_linear=0
shrinkage=0.00196078


Tree=5846
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 12 13 48 52 3 4 16 150 42 0 3 15 1453 48 52 1447 15 52 484 15 0 1 12
split_gain=0.524824 0.135202 0.0831717 0.0797661 0.0908942 0.0812458 0.0686368 0.071268 0.0622925 0.0832121 0.062138 0.0619779 0.0589849 0.05445 0.061651 0.0543769 0.050546 0.080491 0.0658448 0.111621 0.0899582 0.124835 0.117892 0.082657 0.0712816 0.0585663 0.102806 0.0779322 0.0729842 0.0837734
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 0.081185000000000021 -0.078139999999999973 0.11924500000000002 0.31370500000000007 -0.42850999999999995 0.18141000000000002 0.083685000000000009 -0.085264999999999994 -0.11171999999999999 0.053180000000000012 -0.44310499999999992 0.088985000000000009 0.088060000000000013 -0.085669999999999982 -0.045649999999999989 -0.079249999999999987 -0.044999999999999991 0.093265000000000015 -0.10925999999999998 -0.051529999999999992 0.088495000000000018 0.008405000000000001 0.091180000000000011 -0.07879499999999999 -0.086074999999999985 0.08844500000000001 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 11 -2 -8 9 15 -11 -6 16 14 -14 -4 25 18 -18 -20 22 -22 23 -21 -25 27 -27 28 -3 -30
right_child=6 12 3 -5 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 19 20 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-6.115426434777104e-05 0.0035994525509754158 0.0085330905029517793 -0.0029530135928379263 0.010926364375960215 0.0021071060925074245 0.0031099012720265558 0.0040293548201375149 -0.001774746953365788 0.0072018467794571607 0.0094267497817054399 0.0028315553218126299 0.0075237372778643747 0.0093710293299079858 0.0048699470113051386 0.0036572865998515721 0.0035189982769744735 0.0096829752265198601 0.00089520010321090615 0.001526823958910599 0.015437967882974558 0.008040073914453388 -0.0031328886235132817 0.0069780116662659349 0.0042607988103885545 0.011524882320580739 0.0075495346188384667 0.016736763387563684 0.003637781159713774 0.00086388402684990846 0.0086706936117951529
leaf_weight=26 275 503 34 28 23 63 34 56 35 20 50 259 69 188 26 21 94 21 37 27 20 20 989 22 35 29 21 41 28 27
leaf_count=26 275 503 34 28 23 63 34 56 35 20 50 259 69 188 26 21 94 21 37 27 20 20 989 22 35 29 21 41 28 27
internal_value=0 0.00685019 0.00546164 0.00573105 0.00544299 0.00635662 0.00281496 0.000417914 0.00347296 0.00242887 0.0047159 0.00708196 0.00720349 0.00585597 0.00780727 -0.000481882 0.00740273 0.00703464 0.00713828 0.00693028 0.00710991 0.00245359 0.00728349 0.0108802 0.0087212 0.00812018 0.0114082 0.00784573 0.00815491 0.00469632
internal_weight=0 2756 559 533 505 345 365 90 160 125 70 282 2197 283 95 55 1914 1265 1244 1150 1113 40 1073 84 57 649 50 599 558 55
internal_count=3121 2756 559 533 505 345 365 90 160 125 70 282 2197 283 95 55 1914 1265 1244 1150 1113 40 1073 84 57 649 50 599 558 55
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 9 44 4 1 147 151 16 43 157 1429 156 1 43 159 52 16 131 484 160 3 13 4 160 160 43
split_gain=0.43485 0.131979 0.110363 0.10957 0.0755611 0.0723274 0.0725966 0.066746 0.0913594 0.116331 0.094191 0.0807133 0.071232 0.0706334 0.0705185 0.0920777 0.071175 0.0667321 0.0636262 0.0699266 0.0807853 0.0624682 0.0571713 0.089691 0.0559414 0.0673254 0.0547972 0.0543738 0.0776263 0.22584
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.079859999999999987 -1.0000000180025095e-35 0.081805000000000017 -0.073934999999999987 0.088305000000000008 0.089365000000000014 -0.083694999999999978 -0.0064149999999999997 -0.081779999999999978 -0.097649999999999987 0.084690000000000015 -0.065739999999999979 1.0000000180025095e-35 -0.080324999999999994 -0.085489999999999997 0.11277500000000001 -0.021269999999999997 1.0000000180025095e-35 0.096415000000000015 -1.0000000180025095e-35 -0.010424999999999999 0.05868000000000001 0.024790000000000003 -0.098904999999999979 -0.013084999999999998 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 18 12 10 11 17 -9 -12 16 -16 21 -10 -7 27 -21 -14 23 -6 25 -25 -18 -20 29 -29
right_child=3 -3 -4 -5 22 6 -8 8 9 -11 13 -13 14 -15 15 -17 26 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0024894563447257195 -0.0022171209649875377 -0.00012495534240522169 0.0021658029504648697 0.0084314145280846541 0.0060919388684190137 0.010912675006935995 0.010745670117964772 0.0074535565616907305 0.0024931457743514332 -0.0023428950543430719 0.00016900755997214999 0.0071023880342102573 0.0053729591755388509 0.0061434714161938044 0.0063574819468363609 -0.0014139437628909947 0.0072625411317986032 -0.004581392218824476 0.011126796636850603 0.0067125378550762053 -0.00056771092220313018 0.010010424346452759 -0.0021946382714910823 0.0057005768449846332 0.00041438597160816678 -0.00070905595076391887 0.01313802874647081 -0.0037555585410445932 0.0070928773619888738 0.0093208849812591709
leaf_weight=48 39 33 65 28 66 39 38 415 40 22 21 23 461 343 31 30 57 20 31 35 27 31 24 57 115 23 22 25 884 28
leaf_count=48 39 33 65 28 66 39 38 415 40 22 21 23 461 343 31 30 57 20 31 35 27 31 24 57 115 23 22 25 884 28
internal_value=0 0.0061613 0.00623712 0.00242979 0.00191114 0.0063362 0.00640659 0.00634281 0.00591611 0.00475622 0.00510562 0.0020657 0.00643567 0.00579879 0.00576728 0.00253547 0.00611254 0.000134966 0.00694793 0.00679781 0.00354211 0.00566516 0.00247605 0.00290554 0.00182707 0.00385781 0.00889875 0.00700633 0.00687001 0.00315275
internal_weight=0 2769 2736 352 324 2671 2623 2585 1516 469 447 83 1047 364 632 61 571 60 1069 1030 62 492 285 261 195 80 79 968 937 53
internal_count=3121 2769 2736 352 324 2671 2623 2585 1516 469 447 83 1047 364 632 61 571 60 1069 1030 62 492 285 261 195 80 79 968 937 53
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=31
num_cat=0
split_feature=4 2 3 1 151 457 0 10 15 12 49 3 13 42 42 13 43 49 2 34 15 3 2 1209 1454 3 1446 13 52 133
split_gain=0.352963 0.108853 0.0707493 0.0700341 0.0698796 0.0647694 0.0871456 0.0616635 0.0573148 0.060854 0.0568101 0.06228 0.0511154 0.0717146 0.0795953 0.0795188 0.0624409 0.0910965 0.0548374 0.0847207 0.0504872 0.0583501 0.0572974 0.091648 0.0691377 0.0836301 0.175672 0.135958 0.168145 0.0871828
threshold=0.27044500000000005 0.14285500000000004 0.63141500000000017 0.090540000000000023 -0.083919999999999981 0.29113500000000009 -0.16360999999999995 -0.15282499999999996 -0.079929999999999987 0.10388500000000002 -0.014169999999999999 -0.017889999999999996 0.11217000000000001 0.09112000000000002 0.096610000000000015 -0.079299999999999995 0.0047850000000000011 -0.023059999999999997 0.11510000000000002 -0.010024999999999997 -0.15914499999999995 0.10732000000000001 0.084055000000000005 -0.084629999999999997 0.088250000000000009 -0.085784999999999986 0.083715000000000026 -0.0079349999999999993 -0.0087299999999999982 0.086085000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 20 10 6 -6 -2 -3 -10 11 -5 13 16 -15 -16 17 -9 19 -19 -1 22 23 -22 25 26 29 28 -27 -25
right_child=2 8 -4 4 5 -7 -8 12 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0087414161454944413 -0.0017527018487453463 0.0059585988901003648 -0.0035382246540393682 -0.00365648382221875 0.010400030383783759 -0.00012008401364172724 0.0051140089859447319 -0.00030962278649939237 -0.0029035482892830825 0.0033753632059828802 0.005499363522352984 0.0029700286472467956 -0.00093430496713457008 -0.0045655629038810729 0.006285016716367775 -0.00082137821627839005 0.0097258092463016511 0.0016305784628327406 0.0030311769055054133 0.0091774374595843256 0.013471890592925429 0.00064368962443300663 0.005667675870327564 0.0085209568443921548 0.00096137222135439515 -0.0020117592828517608 0.016661664981233039 0.013030670792795719 0.0061905474254513359 0.0026464468966878488
leaf_weight=64 30 27 20 23 33 22 568 41 29 33 35 37 30 20 31 32 20 21 69 51 21 21 1492 120 20 33 23 20 103 32
leaf_count=64 30 27 20 23 33 22 568 41 29 33 35 37 30 20 31 32 20 21 69 51 21 21 1492 120 20 33 23 20 103 32
internal_value=0 0.00555341 0.00224419 0.00566822 0.00482394 0.00520918 0.00540426 0.0025794 0.0021131 0.000438453 0.00229758 0.000429866 0.00299199 0.00340528 0.000930604 0.00267542 0.0044221 0.00383928 0.00504569 0.00697627 0.00597925 0.00588546 0.00594452 0.00705486 0.00667094 0.00701592 0.00851668 0.00533238 0.00420028 0.00728422
internal_weight=0 2756 365 2667 718 623 601 345 89 62 95 60 315 285 83 63 202 182 141 72 1949 1885 1864 372 351 331 175 156 136 152
internal_count=3121 2756 365 2667 718 623 601 345 89 62 95 60 315 285 83 63 202 182 141 72 1949 1885 1864 372 351 331 175 156 136 152
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 4 14 124 2 123 147 4 0 15 158 457 12 4 2 10 475 3 16 151 3 52 52 13
split_gain=13.0125 2.31671 1.27081 1.09672 0.722493 0.552148 0.470219 0.424169 0.410366 0.321213 0.315851 0.293419 0.366587 0.289388 0.358064 0.294324 0.267018 0.218705 0.200524 0.207027 0.195044 0.184242 0.166819 0.165111 0.157669 0.158374 0.153052 0.143336 0.216002 0.157056
threshold=0.104035 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.17025000000000004 0.40945500000000007 0.0049200000000000008 0.062655000000000016 -0.080389999999999989 0.14960000000000004 0.087755000000000014 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.080695000000000003 0.048635000000000005 0.087695000000000009 -0.51843499999999987 0.10699500000000002 -0.38124499999999995 -0.082014999999999991 -0.13927999999999999 0.11346000000000002 -0.088784999999999989 0.14121000000000003 0.039215000000000007 -0.12647999999999995 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 8 6 11 -4 13 17 22 12 26 14 15 -1 -15 -5 19 -16 -9 -7 -6 -21 25 -2 -3 28 -24 -30
right_child=1 5 7 9 10 21 -8 20 -10 -11 -12 -13 -14 16 18 -17 -18 -19 -20 23 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00081170081634960515 0.00053265276831123971 0.00064114166529521434 0.00076762240053781497 0.00034818435168961035 0.00080312559873735095 0.00020419578703744455 0.00025795331044521023 0.0006311422587466231 0.0008990899483808792 0.00070221667446676095 0.00046161466220542678 0.00024660309550224568 0.00025842767948394316 0.00061786253218939612 0.00098120957112111961 0.0005453171973892096 0.00080920026951899105 0.00057286453668374483 0.0007449652771292553 0.00060803730406013186 0.00043129893632850897 -3.2978216574216882e-05 0.0006949624848381111 0.00078874334472438864 0.00059207839735264027 0.00039314057980912974 0.0004411333389701991 0.00071420504474172409 0.0006533991734759242 0.00050008537351933617
leaf_weight=23 38 38 75 36 41 34 133 57 76 28 26 25 20 107 21 52 38 31 839 20 28 20 122 694 22 177 24 173 49 54
leaf_count=23 38 38 75 36 41 34 133 57 76 28 26 25 20 107 21 52 38 31 839 20 28 20 122 694 22 177 24 173 49 54
internal_value=0 0.000427425 0.000525127 0.000732365 0.000740767 0.000295494 0.0003358 0.000660145 0.000757966 0.000525847 0.0006716 0.000432563 0.000489258 0.000751988 0.000759373 0.000627008 0.000668006 0.000452141 0.00076568 0.000789325 0.000565312 0.000116354 0.000684037 0.000783682 0.000433976 0.000417799 0.000563719 0.000671769 0.00063914 0.000573021
internal_weight=0 691 397 2430 2335 294 240 160 1870 95 465 107 82 1794 1649 75 145 67 1574 735 85 54 439 714 237 215 62 398 225 103
internal_count=3121 691 397 2430 2335 294 240 160 1870 95 465 107 82 1794 1649 75 145 67 1574 735 85 54 439 714 237 215 62 398 225 103
is_linear=0
shrinkage=0.00196078


Tree=5850
num_leaves=31
num_cat=0
split_feature=1 2 52 16 129 2 96 2 10 15 133 15 48 47 133 15 151 30 33 2 43 42 42 1424 41 2 41 455 16 50
split_gain=0.343682 0.0977073 0.0614886 0.14561 0.078421 0.068549 0.060712 0.0615602 0.0645926 0.0576397 0.0731194 0.0571183 0.0591054 0.0558596 0.0870822 0.0878285 0.0697604 0.0549252 0.071615 0.0565993 0.0637982 0.0487351 0.0710498 0.0447544 0.0415082 0.0923967 0.0635444 0.0516281 0.0459219 0.0421954
threshold=0.11829500000000003 0.10252500000000002 0.039215000000000007 0.38525000000000004 0.089245000000000005 0.13622000000000004 0.087655000000000025 0.13622000000000004 0.058500000000000003 -0.07490999999999999 0.089405000000000012 1.0000000180025095e-35 0.016865000000000002 0.085505000000000012 0.088385000000000005 -0.41942499999999994 -1.0000000180025095e-35 0.086430000000000021 0.083840000000000012 -0.0091949999999999983 -0.079734999999999986 0.10077000000000001 -0.013389999999999997 1.0000000180025095e-35 0.083975000000000008 0.09358000000000001 0.07831500000000001 0.08729000000000002 -0.54656499999999986 -0.13200999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 -3 -4 7 8 11 -5 -11 12 21 14 15 -9 -17 18 19 20 -1 22 -2 24 26 -26 27 28 -21 -30
right_child=6 2 5 9 -6 -7 -8 13 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00065979268900784001 0.0014621582758125096 0.0028577103553152844 0.0067445689446425858 0.010811981485913629 -0.0036459769954672082 0.00077716894077391109 -0.0025879931403324009 0.0024928957235533745 0.00032189375779125842 0.0065991255614251182 0.00094369417939592034 0.0096855071822314395 -0.00040750018961261959 0.0044109753426164388 0.0061099482048302886 0.00088233911929736777 -0.0062284591252604075 0.0012880163177704583 0.011462014281879301 0.010590892313048245 0.0057860758676029304 0.0011145548712786126 0.008335213498860369 0.010534700815610233 0.007255544544684446 -0.0021357754175551236 0.010527689081209247 0.009938200046270787 0.0096269946462208683 0.0057159478893228357
leaf_weight=28 21 254 154 23 20 22 24 40 40 108 29 21 24 40 20 22 37 26 23 20 34 23 53 21 22 20 30 31 28 1863
leaf_count=28 21 254 154 23 20 22 24 40 40 108 29 21 24 40 20 22 37 26 23 20 34 23 53 21 22 20 30 31 28 1863
internal_value=0 0.00553884 0.00442205 0.00378269 0.00238299 0.00599864 0.00227342 0.00261557 0.00387142 0.00617968 0.00540199 0.00487128 0.00403576 0.00117806 9.1372e-05 -0.0011245 -0.00357698 0.00585629 0.00591232 0.00585145 0.00287504 0.00513512 0.00638475 0.00594213 0.00589424 0.00278349 0.0059605 0.00588994 0.00582427 0.00577386
internal_weight=0 2756 610 434 274 176 365 341 182 160 137 142 121 159 119 99 59 2146 2120 2097 62 97 74 2035 2014 42 1972 1942 1911 1891
internal_count=3121 2756 610 434 274 176 365 341 182 160 137 142 121 159 119 99 59 2146 2120 2097 62 97 74 2035 2014 42 1972 1942 1911 1891
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 1 2 14 1 2 16 49 2 15 150 15 159 12 2 4 3 1 151 3 48 47 47 12
split_gain=16.7149 2.80086 1.37791 1.09064 0.874642 0.865017 0.610353 0.443621 0.439397 0.370545 0.301946 0.42002 0.272246 0.250216 0.24581 0.246738 0.24168 0.24163 0.211038 0.187718 0.186288 0.179501 0.206456 0.164526 0.159089 0.14612 0.143657 0.142549 0.137117 0.135963
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.077845000000000011 0.13501500000000002 0.062655000000000016 0.089770000000000016 0.090425000000000019 -0.061854999999999993 -0.054984999999999992 0.14753000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.41942499999999994 0.082585000000000006 0.087695000000000009 -0.0091949999999999983 -0.49013999999999996 0.090900000000000009 0.13075500000000004 -1.0000000180025095e-35 -0.13927999999999999 0.081805000000000017 0.10350500000000001 0.10648500000000001 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 18 9 14 -4 16 10 19 20 -8 -2 15 -6 25 -16 28 21 -12 -1 -23 -5 -19 -7 -9 -15 29 -3
right_child=1 4 7 23 6 8 12 26 -10 -11 11 -13 -14 27 17 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010719688199598699 0.0006279029463436089 0.00048883657740157152 0.0008631302424672605 0.00058912069795446261 0.00033688294394150232 0.00093883115169106216 0.00043875765440932806 0.00044799141914528956 0.00064097902088143001 0.0010465237001578013 0.00070232109683553894 0.00059642418059826108 0.00068501339187057749 0.00091142888882197169 0.00036249705430521975 0.0005596824962159862 0.00066595474412970801 0.00026290132810233855 0.00043158990247376934 0.00089425994323336479 0.00088620256193206782 0.00093790227966881687 0.00075315132651940665 0.00039703008578785884 2.1272933246723897e-05 0.00083527860056324937 0.00063583880630453682 0.00077604395902148172 0.00074729329888142796 0.00063193162402398718
leaf_weight=37 23 45 28 60 113 62 45 24 48 76 23 23 28 67 32 23 29 20 38 674 268 749 24 24 22 338 45 54 20 59
leaf_count=37 23 45 28 60 113 62 45 24 48 76 23 23 28 67 32 23 29 20 38 674 268 749 24 24 22 338 45 54 20 59
internal_value=0 0.00053508 0.000883992 0.000711798 0.000444537 0.000893441 0.000378766 0.000654971 0.000818892 0.000912416 0.000906747 0.000851508 0.000533212 0.000815374 0.000325078 0.000374562 0.000838798 0.000234134 0.000559431 0.000918436 0.000871669 0.000938552 0.000932166 0.000534238 0.000136334 0.000851329 0.000570501 0.000851009 0.000598609 0.000570015
internal_weight=0 673 2448 228 445 2351 283 97 477 1874 1798 314 73 144 210 136 429 74 162 1484 291 810 773 84 42 400 69 121 124 104
internal_count=3121 673 2448 228 445 2351 283 97 477 1874 1798 314 73 144 210 136 429 74 162 1484 291 810 773 84 42 400 69 121 124 104
is_linear=0
shrinkage=0.00196078


Tree=5852
num_leaves=31
num_cat=0
split_feature=1 2 12 15 4 157 160 151 44 106 1 16 3 147 4 10 4 43 41 1 131 159 159 1213 42 3 401 50 1452 1429
split_gain=0.343232 0.09531 0.0645654 0.0592251 0.0722436 0.0580514 0.0701337 0.0882732 0.0575343 0.0548021 0.0536199 0.0474795 0.072931 0.0474055 0.0864264 0.0541989 0.0465379 0.0675633 0.0430114 0.0431523 0.0509268 0.0844515 0.0841806 0.0516155 0.0562183 0.0633828 0.0479326 0.0498339 0.0586934 0.0485001
threshold=0.11829500000000003 0.10005000000000001 0.087505000000000013 0.050935000000000008 0.42642000000000008 -0.07797999999999998 0.095580000000000012 0.06617000000000002 1.0000000180025095e-35 0.086340000000000014 0.16773500000000005 0.15891500000000003 -0.045649999999999989 0.089365000000000014 -0.0043399999999999992 -0.062879999999999978 -0.55119499999999988 -0.53814999999999991 0.095655000000000018 0.096325000000000008 0.07635500000000002 0.11361500000000001 0.04105000000000001 -0.085049999999999987 -0.092814999999999981 -0.081644999999999981 0.080710000000000018 0.12170000000000002 0.086765000000000023 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 7 11 9 13 -2 12 -7 15 -15 -1 -17 -18 19 20 26 22 23 -22 -25 -26 27 28 29 -19
right_child=10 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.01112146690000026 0.0027108050266870338 -0.0018878952082660464 0.005478691586882016 0.0082729558441011868 0.0074709837195272985 -0.0025433404559735209 0.0085203801636539768 -0.0038530779688153421 0.011204667318434943 0.0010898525320479403 -0.0022772638167700044 0.0065122143160003948 0.0034452574790045281 0.0071134962820711481 -0.002071745633147657 0.010587700265883045 0.011472769538787279 0.005777069355031624 0.0015032054560089655 0.0044492696177822555 0.011661322170402855 0.0010991699062287807 0.013617535372791085 0.011538635314950212 0.0048181823926328237 0.0087011570336583723 0.0073655035459406441 0.0018114065345743613 0.0087997614250828818 0.0033489762882525386
leaf_weight=21 342 27 389 24 33 25 21 20 21 23 23 34 109 21 20 22 22 1087 22 174 24 20 23 22 119 65 186 33 60 89
leaf_count=21 342 27 389 24 33 25 21 20 21 23 23 34 109 21 20 22 22 1087 22 174 24 20 23 22 119 65 186 33 60 89
internal_value=0 0.00565977 0.00463426 0.00351315 0.00308848 0.00247567 0.00303938 0.00242715 0.00599699 0.00594372 0.00239649 0.00317479 0.00232798 0.00599872 0.00263289 0.0060681 0.00601418 0.00596247 0.00589946 0.00595032 0.00610146 0.00735475 0.00784926 0.00727244 0.00676111 0.00618989 0.00586631 0.00564657 0.00574896 0.00559331
internal_weight=0 2756 682 293 269 236 209 188 2074 2053 365 168 134 2030 41 1989 1968 1946 1924 1902 1728 273 253 230 206 184 1455 1269 1236 1176
internal_count=3121 2756 682 293 269 236 209 188 2074 2053 365 168 134 2030 41 1989 1968 1946 1924 1902 1728 273 253 230 206 184 1455 1269 1236 1176
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=31
num_cat=0
split_feature=4 3 2 3 121 12 2 40 49 10 45 123 15 160 48 16 3 149 3 14 42 49 0 15 1375 151 151 2 1427 42
split_gain=0.295387 0.0965802 0.0856821 0.0550908 0.0522572 0.0666469 0.0597049 0.0530349 0.0532931 0.0517093 0.0497257 0.0495215 0.0475867 0.0461825 0.0445932 0.052825 0.0930096 0.0864338 0.0728051 0.0850248 0.0792048 0.0459108 0.0700948 0.0460503 0.0437625 0.0894842 0.0472048 0.11452 0.0568741 0.081492
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 0.63141500000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090999999999999984 -0.0036699999999999992 0.091860000000000011 -0.15282499999999996 0.084355000000000013 1.0000000180025095e-35 -0.082809999999999981 0.62940000000000007 0.12118000000000002 -0.42170999999999997 -0.14186499999999996 0.07770500000000001 0.11296500000000002 -0.46166999999999997 0.096235000000000015 -0.045154999999999994 -0.18901999999999997 -0.26481999999999994 -0.16449999999999998 -0.044604999999999992 0.084350000000000008 0.091895000000000018 0.083935000000000023 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 -6 8 11 -2 13 -8 -3 24 15 17 -17 21 19 -18 -21 -11 -23 -24 25 -7 28 -28 -26 -30
right_child=3 12 -4 -5 5 10 7 -9 -10 14 -12 -13 -14 -15 -16 16 18 -19 -20 20 -22 22 23 -25 26 -27 27 -29 29 -31
leaf_value=0.010347610767930747 -0.0015942127288629611 0.0043671056903390728 -0.00087461080402135856 -0.0030255016870796682 -0.0012625212214239267 0.0064517788103093283 0.0098155646510422242 0.00064177838147669623 0.0014195965085777322 0.00033053972481473072 0.0094152570438260849 0.0048587249790356373 -0.00073453315328551091 0.00053331979084759952 -0.001301689848303795 0.0076354773582092347 0.002687648089267896 0.0099671580302326587 0.0043223412922088755 -0.0088512984919361781 -0.0002466913393658141 0.008928729439727388 0.001165295011071744 0.0062726572169426453 0.0052592733547642805 -0.0026941622793674471 0.0049523284763563422 0.013934786821482704 0.011298501962242094 0.0038165307564971352
leaf_weight=20 30 33 23 20 23 23 25 36 35 37 30 104 41 20 25 21 30 23 32 20 23 26 51 27 2200 20 40 22 37 24
leaf_count=20 30 33 23 20 23 23 25 36 35 37 30 104 41 20 25 21 30 23 32 20 23 26 51 27 2200 20 40 22 37 24
internal_value=0 0.00510436 0.00520269 0.00207705 0.00525526 0.00521667 0.00356255 0.00411743 0.00488038 0.00237285 0.00536934 0.00581935 0.00154052 0.00531847 0.00275067 0.00310001 0.00156023 0.00428301 0.000345186 -0.00139823 -0.00424883 0.00335581 0.0044321 0.00293323 0.00535892 0.00219785 0.00541743 0.00813965 0.00534279 0.00835478
internal_weight=0 2756 2682 365 2659 2639 223 200 164 345 2416 129 74 2386 315 290 126 164 105 73 43 141 104 78 2366 43 2323 62 2261 61
internal_count=3121 2756 2682 365 2659 2639 223 200 164 345 2416 129 74 2386 315 290 126 164 105 73 43 141 104 78 2366 43 2323 62 2261 61
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 4 2 4 1 4 14 0 0 3 43 16 15 1 52 4 12 157 49 11 159 42 1 16 49 15
split_gain=26.1058 4.4284 2.1946 1.96675 1.51141 1.46799 0.932645 0.897047 0.724013 0.708188 0.570672 0.552156 0.631206 0.511965 0.511964 0.47717 0.436196 0.401961 0.394316 0.383856 0.433639 0.337695 0.323166 0.239995 0.239592 0.221824 0.219764 0.216546 0.205507 0.191561
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.042705000000000007 0.13913500000000004 0.40945500000000007 0.09253500000000002 0.40124500000000002 0.062655000000000016 -0.11173999999999999 -0.077639999999999987 0.30112000000000005 -0.013199999999999998 -0.44310499999999992 -0.10469999999999999 0.16175000000000003 -0.52606999999999993 -0.49013999999999996 0.08401500000000002 -0.0048549999999999991 -0.054984999999999992 1.0000000180025095e-35 0.082585000000000006 0.086730000000000015 0.13075500000000004 -0.039889999999999988 -0.054319999999999993 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 24 6 10 13 -4 15 11 16 25 14 -6 -7 -1 -9 -2 21 -21 -14 -20 -12 -3 -13 -5 -18 -10 -22
right_child=1 4 8 26 7 9 -8 17 28 -11 23 12 19 -15 -16 -17 27 -19 22 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011590721677331363 0.0011101693096763428 0.00067561173535869289 0.0009742931323179668 0.00064388157471898769 0.0004559156810864806 0.0010731133120832695 0.00064295148732615448 0.00034069871763424311 0.00072602849681676327 0.00060525258908084793 0.0010631808583947805 0.0011121419087271832 0.0012219343545882204 0.00034261296736076474 0.00076771145379184137 0.00089957377924747349 0.0007360093673909352 6.085975791938215e-05 0.00067289914521906108 0.00079016645610811961 0.00095009271209997169 0.0010179881614657518 0.0009469323637513674 0.0013010764791935431 0.00049765248715894828 0.0010578204569043391 0.00042187488345684959 0.00096978150585702821 0.00050179719340567495 0.0010387139184910483
leaf_weight=20 45 124 34 60 40 85 20 139 33 25 23 828 57 40 41 215 39 23 21 39 147 69 78 56 38 444 24 25 30 259
leaf_count=20 45 124 34 60 40 85 20 139 33 25 23 828 57 40 41 215 39 23 21 39 147 69 78 56 38 444 24 25 30 259
internal_value=0 0.000596683 0.00103273 0.000818891 0.000482833 0.00104465 0.00106428 0.000396375 0.000743699 0.000922321 0.00106848 0.00106178 0.00106887 0.00052411 0.000613738 0.000948743 0.000906314 0.000300968 0.000957981 0.00101471 0.000987656 0.00111025 0.000888804 0.00123182 0.000633868 0.00109318 0.000580451 0.000827327 0.000619252 0.00100663
internal_weight=0 673 2448 228 445 2351 2026 283 97 325 2006 1927 1843 121 81 300 84 162 144 571 445 126 99 79 162 1272 84 64 63 406
internal_count=3121 673 2448 228 445 2351 2026 283 97 325 2006 1927 1843 121 81 300 84 162 144 571 445 126 99 79 162 1272 84 64 63 406
is_linear=0
shrinkage=0.00196078


Tree=5855
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 4 1 0 16 11 13 12 47 15 4 1 4 15 3 49 43 12 16
split_gain=41.5843 6.4851 3.76696 3.30634 2.46895 1.95214 1.31229 1.10697 1.0265 0.961139 0.938059 0.859999 0.637398 0.599161 0.866756 0.590559 0.393239 0.291459 0.260818 0.251954 0.249707 0.2147 0.251534 0.209517 0.209327 0.206539 0.181888 0.179072 0.176921 0.169661
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.14285500000000004 0.26450500000000005 0.085110000000000005 -0.10607499999999999 -0.52595999999999987 1.0000000180025095e-35 0.049530000000000012 0.087695000000000009 0.090100000000000013 -0.097454999999999986 -0.013125 0.091345000000000023 -0.036839999999999991 -0.081924999999999984 -0.017889999999999996 -0.053364999999999996 0.057265000000000003 0.090285000000000018 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 19 6 13 11 -5 15 -6 12 -4 18 20 -7 21 -16 -1 -3 -15 27 28 -2 -13 -14 -10 -17 -23 -20
right_child=1 2 7 8 10 9 -8 -9 26 -11 -12 24 25 14 17 16 -18 -19 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010206824767251409 0.001005007173500809 0.0003181330141569425 0.0004246955209417768 0.0008552482542866516 0.00083756960704161362 0.00055240946982741126 0.0012463028353302417 0.00047922623273943398 0.00052979837376903639 0.00056405073652664823 0.00042403129417448475 1.3524859679851013e-05 0.00025080669206742524 0.00086068561702382334 0.00096150363803298923 0.00094128437307057315 0.0010293646882145941 0.00079482395534681593 0.00097160704864598371 0.0005036742652783561 0.00058742765416360757 0.00093669800392163344 0.00061619151237548566 0.00078213065375689586 -0.00019400211493028144 6.3478939780764579e-05 0.00031841843791351356 0.00081565792724600991 0.00081195199995735736 0.00082809057821451996
leaf_weight=692 50 191 36 34 71 21 70 34 34 41 30 74 33 20 389 176 66 45 462 33 36 60 20 24 25 72 29 58 161 34
leaf_count=692 50 191 36 34 71 21 70 34 34 41 30 74 33 20 389 176 66 45 462 33 36 60 20 24 25 72 29 58 161 34
internal_value=0 0.000385104 0.000317452 0.000935441 0.000460225 0.000950078 0.000983263 0.000148104 0.000580678 0.000853879 0.000714736 0.000101196 0.000199547 0.00097229 0.000914598 0.000875023 0.000887546 0.000944221 0.000996086 0.000345467 0.00068502 0.00086784 0.000826763 0.000932723 -3.88809e-05 0.000122353 0.000432496 0.000910146 0.00084582 0.000961769
internal_weight=0 673 599 2448 325 2351 1748 274 97 603 101 240 141 1678 490 562 541 434 1188 224 56 475 241 74 99 105 63 234 221 496
internal_count=3121 673 599 2448 325 2351 1748 274 97 603 101 240 141 1678 490 562 541 434 1188 224 56 475 241 74 99 105 63 234 221 496
is_linear=0
shrinkage=0.00196078


Tree=5856
num_leaves=31
num_cat=0
split_feature=4 3 9 160 40 13 39 3 42 42 124 42 49 4 12 1446 11 0 3 2 3 13 402 41 403 3 402 15 403 43
split_gain=0.428069 0.133668 0.113577 0.0827672 0.0721582 0.0707493 0.0632882 0.0582215 0.0489539 0.0587233 0.0544498 0.0518573 0.073654 0.0588961 0.0486658 0.0834271 0.0755394 0.0817562 0.0987663 0.136496 0.114879 0.0692383 0.0692288 0.0658576 0.0638216 0.0637795 0.0546987 0.0514866 0.0994457 0.0714396
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.051255000000000002 0.40528500000000006 0.056590000000000008 0.42240500000000009 0.09112000000000002 0.096450000000000022 0.0026500000000000004 0.075730000000000006 1.0000000180025095e-35 0.41257000000000005 0.092550000000000007 0.11018500000000002 1.0000000180025095e-35 -0.11173999999999999 0.11296500000000002 0.085730000000000015 -0.080934999999999993 0.0015850000000000003 0.12629000000000004 0.079300000000000009 0.090990000000000015 -0.10519499999999998 -0.0088649999999999979 0.087685000000000013 -0.52800499999999995 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 14 8 11 -10 -11 12 13 -2 16 -16 17 18 19 -4 -21 22 25 -18 26 -19 -23 -27 -29 -30
right_child=7 -3 4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 15 -17 23 21 -20 20 -22 24 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.0019688524173347858 -0.0019673658224443596 0.0019061944609495335 0.011114203126459016 0.0063932045130059125 0.0015836053840757815 0.011273001448315537 0.0041983805444195041 -0.0011970017776967816 -0.0037618189724162223 0.0036645964289513918 -0.0023021278250962497 0.0073922083914195278 0.0065718567322777671 0.003021685004569008 0.0059516322425384269 -0.0005880101653747261 0.011479388634033968 0.0013135381997562946 -0.0017406601691618562 -0.0026793452487750488 0.0053400282161065234 0.0075814465747415932 0.011363704595068056 0.0059176353381410474 0.0093839171431249098 0.0073745853594564433 0.0018345301175045213 -6.2352587254001546e-05 0.007392006791003743 0.00355896047992596
leaf_weight=29 30 74 33 20 32 29 135 39 20 65 20 33 46 112 792 20 60 20 22 22 95 22 36 33 21 910 67 26 193 65
leaf_count=29 30 74 33 20 32 29 135 39 20 65 20 33 46 112 792 20 60 20 22 22 95 22 36 33 21 910 67 26 193 65
internal_value=0 0.00609883 0.00621451 0.00144423 0.00630329 0.00636135 0.00630597 0.0024545 0.00289134 0.00111352 0.00226066 0.003736 0.00309422 0.00196766 0.00642273 0.00579056 0.00673862 0.00657063 0.00451646 0.00543417 0.00383211 0.00683042 0.00704208 0.00950586 0.00442516 0.00691393 0.00325512 0.00700774 0.00583228 0.00642632
internal_weight=0 2756 2682 49 2633 2601 2572 365 326 105 85 221 188 142 2437 812 1625 1532 172 150 117 1360 1250 93 110 1214 89 1194 284 258
internal_count=3121 2756 2682 49 2633 2601 2572 365 326 105 85 221 188 142 2437 812 1625 1532 172 150 117 1360 1250 93 110 1214 89 1194 284 258
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=31
num_cat=0
split_feature=1 2 11 2 0 52 52 16 131 394 3 1 96 131 2 131 43 3 11 3 15 3 0 43 3 4 2 2 40 4
split_gain=0.348463 0.0978988 0.0674439 0.0727109 0.0588553 0.0553965 0.100103 0.0757108 0.0611167 0.0582033 0.0578367 0.0670965 0.0546473 0.0609321 0.156062 0.0687503 0.0525181 0.0522337 0.0517133 0.0471483 0.140103 0.0595433 0.0721321 0.0629887 0.0468564 0.046349 0.0462253 0.0414049 0.0407162 0.0427899
threshold=0.11829500000000003 0.097070000000000004 0.080455000000000013 -0.0091949999999999983 -0.07384499999999998 -0.45478499999999994 0.039215000000000007 0.19444000000000003 0.080385000000000012 -0.079154999999999989 -0.13927999999999999 0.10658000000000002 0.087655000000000025 0.090030000000000013 0.31358000000000003 0.10548500000000001 -0.073959999999999984 -0.091054999999999983 0.085155000000000022 0.10893000000000001 -0.0058549999999999991 0.0022600000000000003 -0.14723999999999998 -0.075574999999999989 -0.014944999999999998 -0.072334999999999997 0.10097500000000002 0.11448000000000001 -0.081564999999999985 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 9 8 25 -7 11 -11 13 14 -2 16 -15 -12 -4 21 27 22 -19 -24 -6 -8 -27 -21 -5 -30
right_child=12 5 18 28 24 6 7 -9 -10 10 17 -13 -14 15 -16 -17 -18 19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0065008989928675631 0.0025811907108527158 0.0063364280560730922 0.012530192522367893 0.010271196435427383 0.0032655860374992095 -0.002085700660973089 0.011003933771280573 0.00053955700527876622 0.0010839782608672976 0.0097545509218591557 -0.0013586531473825185 0.0027586179749610334 -0.0024103666219161823 0.0044301321916282183 -0.0060281290510750332 0.00085820638826893027 0.011305180661147461 -0.0016519170593080794 0.0065669387268523383 0.006737605955762168 -0.0053508828637068686 0.0072513735892362485 0.00642895545073543 0.0022857384915940119 -0.0027768837702578392 0.0026719587405437031 0.007048014613246778 0.0010898560602217913 0.0059096986757555623 0.0023283697294947856
leaf_weight=29 249 141 26 21 33 20 24 25 20 29 26 26 24 25 23 24 20 26 33 27 23 46 64 86 21 29 144 25 1778 34
leaf_count=29 249 141 26 21 33 20 24 25 20 29 26 26 24 25 23 24 20 26 33 27 23 46 64 86 21 29 144 25 1778 34
internal_value=0 0.0054899 0.0058647 0.00576215 0.00286718 0.00454212 0.00414682 0.00575068 0.00635104 0.0031716 0.00344977 0.00644738 0.00220185 0.00252646 0.0018532 0.00518049 0.00748571 0.00293934 0.00919481 0.00331559 0.00114789 0.00404793 0.00321066 0.00405351 0.000915737 0.00688576 0.00631446 0.00402234 0.00589324 0.0058425
internal_weight=0 2756 1975 1916 83 781 640 242 217 398 378 55 365 341 272 69 45 323 59 297 75 222 176 150 54 197 173 52 1833 1812
internal_count=3121 2756 1975 1916 83 781 640 242 217 398 378 55 365 341 272 69 45 323 59 297 75 222 176 150 54 197 173 52 1833 1812
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=31
num_cat=0
split_feature=4 2 1 151 457 0 3 0 49 15 4 15 15 12 13 403 403 49 3 11 13 13 159 16 13 16 52 133 475 484
split_gain=0.298716 0.0930536 0.0582555 0.0591891 0.0561581 0.0635556 0.0509453 0.0736369 0.0812998 0.0612712 0.0589339 0.0539088 0.0503217 0.0713665 0.0487268 0.0475599 0.0556449 0.0442755 0.0494955 0.0442221 0.044112 0.0654292 0.051729 0.0533684 0.0439654 0.0431576 0.0801719 0.0589669 0.052259 0.145912
threshold=0.27044500000000005 0.14285500000000004 0.090540000000000023 -0.083919999999999981 0.29113500000000009 -0.16360999999999995 -0.0096849999999999974 -0.11013499999999998 -0.023059999999999997 -0.41396999999999995 0.42642000000000008 -0.49307999999999996 -0.03241999999999999 0.11351500000000002 -0.079299999999999995 -0.52336499999999997 -0.079154999999999989 -0.014169999999999999 -0.017889999999999996 0.090070000000000025 0.038215000000000006 0.090705000000000008 0.014475000000000003 0.10246000000000001 -0.084034999999999985 0.19444000000000003 0.092650000000000024 0.088115000000000013 -0.088274999999999978 -0.081869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 17 5 -5 -2 8 -8 14 -10 -12 24 -14 -9 -7 -17 18 -4 20 22 -22 -18 -24 -3 28 27 -27 29 -1
right_child=6 12 3 4 -6 15 7 9 10 -11 11 -13 13 -15 -16 16 19 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0082132845092564837 0.0032290454383330121 0.0011471168625922432 -0.003329818145088528 0.0090895436718269728 -0.00032081871573940259 1.6722203211181542e-05 -0.0018595642597985366 0.0025676200046944315 0.00099839524765099803 -0.0051887299025630846 0.0036165361902837099 0.010365136610344054 -0.0049899889517109851 0.0028312203890111833 -0.0034071034219648154 0.0083988889866771221 0.005169504399069387 0.0047884771354230393 0.0025775441217135539 0.0074007778452954533 -0.0029129776591435078 0.0037055042011454168 0.00025388230321968491 0.0063175880494305784 0.0076983477454632522 0.0060274811313069596 -0.0018245602780509564 0.0026594183664366776 0.0056029079789071375 -0.0035884137350049891
leaf_weight=20 162 21 23 33 22 22 31 39 35 28 29 20 20 28 21 39 313 35 37 47 20 59 47 21 20 127 21 88 1671 22
leaf_count=20 162 21 23 33 22 22 31 39 35 28 29 20 20 28 21 39 313 35 37 47 20 59 47 21 20 127 21 88 1671 22
internal_value=0 0.00495086 0.00505701 0.00428699 0.00464154 0.00482319 0.00190654 0.000851149 0.00251721 -0.0013261 0.00413245 0.00637107 0.00177001 -0.000427617 0.000476467 0.00457532 0.004759 0.00196189 0.000313055 0.00447901 0.00418048 0.00202994 0.0046264 0.0021265 0.00434284 0.00534068 0.00407289 0.00464893 0.00551534 0.00203144
internal_weight=0 2756 2667 718 623 601 365 203 115 88 84 49 89 48 60 568 546 95 60 507 460 79 381 68 41 1949 236 215 1713 42
internal_count=3121 2756 2667 718 623 601 365 203 115 88 84 49 89 48 60 568 546 95 60 507 460 79 381 68 41 1949 236 215 1713 42
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=31
num_cat=0
split_feature=4 2 123 3 10 1416 1 457 150 48 123 15 11 48 0 4 4 16 3 3 13 159 483 11 43 1212 403 1 1 15
split_gain=0.24196 0.0807969 0.0754957 0.0505649 0.0434186 0.0432338 0.0544056 0.0573993 0.0609552 0.0543145 0.0531978 0.0421711 0.0581182 0.0565483 0.111186 0.101976 0.0853182 0.087195 0.0722551 0.0602996 0.0468257 0.046531 0.072583 0.0540579 0.0536913 0.072841 0.0935469 0.0503755 0.0673894 0.0495314
threshold=0.27044500000000005 0.17025000000000004 0.11021500000000002 0.63141500000000017 -0.15282499999999996 1.0000000180025095e-35 0.093890000000000015 0.079590000000000008 -0.094239999999999977 -0.072824999999999987 0.085215000000000013 -0.15914499999999995 0.086080000000000018 0.090720000000000009 -0.057069999999999989 -0.42529999999999996 -0.15764999999999998 0.058835000000000005 -0.10519499999999998 0.095270000000000007 -0.013304999999999999 0.11484000000000001 -0.17649999999999996 0.075910000000000019 0.0068900000000000012 0.086310000000000012 -0.015394999999999997 0.091900000000000023 0.091195000000000012 0.088990000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 11 8 -8 -10 -9 20 13 15 -15 18 17 -17 -13 21 -1 23 -23 24 27 29 -27 28 -18 -26
right_child=3 -3 -4 -5 -6 -7 7 10 9 -11 -12 12 -14 14 -16 16 19 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.010446290933975469 -0.0016358778237675628 -0.00046263437887484379 -0.00074618828948587186 -0.0031725781527347863 0.0023454844633127481 0.0081114444398896444 -0.00085126658426209676 -0.00032551925939818221 0.0094151594256982208 0.0040840833741746137 0.0056297447667748206 0.013544300721869582 -0.00055883017706773468 0.0039413440831524973 -0.0038093513282503755 0.0046362124341116709 0.005177911676445243 -0.0044869200885295875 0.0065333710104341115 -0.00023294159251710644 0.0049996977102158497 0.0061061431942828776 -0.00053685478493494703 0.0090335067573257474 0.0010002359553017532 0.0020032664751634 0.010012415839093073 0.0082491877822926298 3.5155419475184038e-05 0.0041714523013962326
leaf_weight=27 30 33 27 20 315 34 24 60 20 430 20 21 21 156 21 22 1274 20 49 23 38 29 38 33 92 25 35 52 26 106
leaf_count=27 30 33 27 20 315 34 24 60 20 430 20 21 21 156 21 22 1274 20 49 23 38 29 38 33 92 25 35 52 26 106
internal_value=0 0.00445578 0.00451538 0.00171589 0.00199928 0.00456808 0.00452282 0.00364096 0.00405913 0.00432102 0.0011633 0.00475458 0.0046748 0.00472915 0.00302177 0.00489295 0.00474531 0.000291864 0.00863665 0.00485324 0.00726213 0.00492165 0.00233847 0.00502699 0.00494487 0.00362291 0.00667527 0.00519714 0.00507506 0.00269796
internal_weight=0 2756 2723 365 345 2696 2662 554 474 450 80 2108 2043 2022 177 1845 1775 42 70 1733 65 1710 67 1643 1610 258 60 1352 1300 198
internal_count=3121 2756 2723 365 345 2696 2662 554 474 450 80 2108 2043 2022 177 1845 1775 42 70 1733 65 1710 67 1643 1610 258 60 1352 1300 198
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 12 2 0 49 1 159 1 4 2 12 4 2 10 12 0 3 3 49 160 47 4 2 12
split_gain=14.4769 2.30934 1.42539 1.26183 0.930707 0.867596 0.572866 0.569692 0.469262 0.429663 0.467375 0.409506 0.403446 0.386619 0.361152 0.2856 0.285354 0.257259 0.254069 0.20205 0.191634 0.181783 0.1795 0.226389 0.161025 0.154914 0.14432 0.143999 0.138663 0.137484
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.089410000000000003 0.11474000000000002 -0.10607499999999999 0.036705000000000008 0.093575000000000019 -1.0000000180025095e-35 0.085345000000000018 0.0061450000000000003 0.17025000000000004 0.13597000000000004 0.42051500000000003 0.094835000000000017 -0.38124499999999995 0.088245000000000004 -0.14454499999999995 0.30112000000000005 0.0068900000000000012 -0.072814999999999977 -0.087429999999999994 0.090100000000000013 -0.0070899999999999991 0.089885000000000007 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 9 -7 27 10 13 18 -4 21 20 17 -9 22 -5 -17 -11 -1 23 -14 -15 -16 -3 -6 -26 -29
right_child=1 2 12 11 8 7 -8 16 -10 14 -12 -13 15 24 25 19 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 29 -30 -31
leaf_value=0.00090310218579628886 0.00077872480140928871 0.00040740312944993886 0.00053976949130158259 0.00084233244498224473 0.0008688129811616394 0.00033845915104143836 0.00095543052988275113 0.00073649888109488817 0.00042567909842702601 0.00082965988903756672 0.00085819469228229546 0.00047449571315250977 0.00035148975483799893 0.00066923626586604297 0.00085037680925800047 0.00024890293449919668 0.00051519061942227411 0.00025704426573175632 0.00060071590806418985 5.3143621805836173e-07 0.0007882001370689653 0.00067764953070995851 0.00028080786827927324 0.0006110122248536475 0.00056937136938430227 0.00068852793017804546 0.00054974027603462924 0.00076886537028293992 0.0003511985558686025 0.00057405920342442501
leaf_weight=20 74 190 26 27 21 20 85 112 26 843 52 62 28 23 27 34 28 112 44 20 872 44 30 24 24 144 32 30 21 26
leaf_count=20 74 190 26 27 21 20 85 112 26 843 52 62 28 23 27 34 28 112 44 20 872 44 30 24 24 144 32 30 21 26
internal_value=0 0.000451939 0.000411568 0.000776653 0.000499392 0.000787323 0.000797666 0.000648015 0.000653439 0.000791188 0.000700746 0.000590926 0.000307396 0.000638721 0.000800012 0.000283034 0.000692237 0.00031814 0.000692598 0.000156913 0.000808579 0.000748103 0.000401588 0.000471269 0.000535772 0.000714083 0.00042792 0.000730345 0.000467557 0.00067842
internal_weight=0 673 599 2448 325 2315 2155 160 103 2070 184 133 274 132 1886 248 140 194 71 54 1715 64 82 52 68 171 222 77 45 56
internal_count=3121 673 599 2448 325 2315 2155 160 103 2070 184 133 274 132 1886 248 140 194 71 54 1715 64 82 52 68 171 222 77 45 56
is_linear=0
shrinkage=0.00196078


Tree=5861
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 14 2 2 2 1 4 0 15 43 150 1 4 0 3 4 50 158 40 1 12 157 15 0 1
split_gain=28.0006 4.78219 2.04945 1.97465 1.55911 1.42163 0.965078 0.962837 0.8512 0.711667 0.625458 0.573965 0.569414 0.523011 0.374086 0.365244 0.314421 0.304338 0.368701 0.333634 0.304049 0.275486 0.260641 0.259404 0.234869 0.219633 0.218022 0.215584 0.228167 0.214649
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.14960000000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.10603999999999998 1.0000000180025095e-35 0.13075500000000004 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.15289999999999995 0.041865000000000006 0.084765000000000021 -0.077714999999999992 0.12408500000000001 0.096990000000000007 -0.0048549999999999991 -0.089964999999999976 -0.094654999999999975 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 7 6 11 23 -9 15 -5 12 13 -1 -2 25 -4 -14 -19 -20 -10 27 29 -3 -22 -7 -21 28 -6 -13
right_child=1 4 16 10 21 9 -8 8 20 -11 -12 22 17 -15 -16 -17 -18 18 19 26 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009804028379337866 0.0005358432918129599 0.00030089156533045992 0.00047517501353438378 0.00080354706710661014 0.00024196638824308621 0.00085279478106541518 0.0011099951864620332 0.00064370721746330776 0.00059197050236238567 0.00045942358428901722 0.00047355370820403435 0.00079419475260423373 0.0011311157026152679 0.00062633214213155268 0.00082482527800088138 0.00057340493478481543 0.00020962663299952492 0.00091771380330874462 0.00063584660612312806 0.0010050602536909388 0.0003794294641581006 0.00026877632308091128 0.00092228902808201855 9.6863589742604426e-05 0.00020942521254583345 0.00075900399618655497 0.00083801809783102925 -0.0001289735265979261 7.7313954977489724e-07 0.00062291716366969776
leaf_weight=23 20 46 60 34 25 207 79 54 20 26 63 78 23 53 124 27 24 1301 28 35 122 26 36 50 42 179 212 22 38 44
leaf_count=23 20 46 60 34 25 207 79 54 20 26 63 78 23 53 124 27 24 1301 28 35 122 26 36 50 42 179 212 22 38 44
internal_value=0 0.000411792 0.000642705 0.000863385 0.000293482 0.000874697 0.0008978 0.000360389 0.000427251 0.000774071 0.000589221 0.000888655 0.000899312 0.000733485 0.000784689 0.000793879 0.000399304 0.000907193 0.000903925 0.000838693 0.000363726 9.21559e-05 0.000775683 0.000194627 0.000335892 0.000809301 0.000861688 3.81308e-05 9.64847e-05 0.000732423
internal_weight=0 673 228 2448 445 2351 1912 334 238 439 97 1833 1675 76 144 413 84 1599 1576 275 184 111 158 96 164 386 247 85 63 122
internal_count=3121 673 228 2448 445 2351 1912 334 238 439 97 1833 1675 76 144 413 84 1599 1576 275 184 111 158 96 164 386 247 85 63 122
is_linear=0
shrinkage=0.00196078


Tree=5862
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 2 150 43 2 4 14 52 4 47 12 49 4 39 16 2 4 2 1 16 11 3 4
split_gain=24.2979 2.82441 2.63505 1.50052 1.45924 1.06729 1.05409 0.97013 0.581633 0.5315 0.566779 0.516584 0.457019 0.425519 0.418917 0.356686 0.332878 0.295015 0.269605 0.263731 0.232778 0.231572 0.222921 0.218165 0.207612 0.508378 0.186859 0.250176 0.178962 0.176375
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.091545000000000015 -0.025214999999999998 0.11177500000000001 1.0000000180025095e-35 -0.04890499999999999 0.10855000000000002 0.053180000000000012 0.076175000000000007 0.048770000000000008 -0.019614999999999997 0.077555000000000013 0.13597000000000004 -0.012034999999999999 -0.064054999999999987 0.094675000000000009 -0.008904999999999998 0.10774000000000002 -0.50262499999999988 0.088930000000000023 0.081315000000000012 -0.066924999999999985 0.080705000000000013 0.14121000000000003 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 18 7 13 20 -9 10 -5 16 17 23 -7 -10 19 26 -2 -1 -3 28 -12 -4 -25 -26 -8 29 -17 -28
right_child=1 5 6 9 -6 14 12 8 15 -11 22 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00092269956431701046 0.00052651494704917363 0.00031594650991840438 0.0010841233891546193 0.0004560718428513973 0.0003780117154537952 1.0024157737512789e-05 0.0008731412067418177 0.00067331694579711801 0.00063260519110104607 0.00047228636681954407 0.00079767721997318311 0.00058911771524364275 0.00070445787709958645 0.0010827332188812768 0.00028502722394318592 0.0005075353097593366 0.0010649698172579345 0.00063458670779528692 0.00077770008576139873 0.00074989845437527279 0.00016656322760586013 0.00018695390391336309 0.00056807781307915463 0.00090141045230923895 0.00086357479264145506 0.00053929236297513923 0.00061588495996334127 0.00092239901543200037 0.00030332925915939427 0.00079792142278345716
leaf_weight=59 20 89 22 36 74 57 299 39 20 96 72 32 137 46 34 33 26 29 92 80 73 26 21 917 263 20 22 61 33 293
leaf_count=59 20 89 22 36 74 57 299 39 20 96 72 32 137 46 34 33 26 29 92 80 73 26 21 917 263 20 22 61 33 293
internal_value=0 0.000391734 0.000833599 0.000692163 0.000591675 0.000299682 0.000861899 0.000354023 0.000467091 0.000582758 0.000664969 0.000817117 0.000808073 0.000897599 0.000112773 0.000395281 0.000861336 0.000828237 0.000732846 0.000823246 0.000248632 0.000343688 0.000745832 0.00089063 0.000887083 0.000840657 0.000836557 0.000807465 0.000405432 0.000785208
internal_weight=0 590 2531 422 186 404 2109 313 151 225 129 197 841 1268 91 112 165 704 112 139 162 92 93 1222 1200 283 675 376 66 315
internal_count=3121 590 2531 422 186 404 2109 313 151 225 129 197 841 1268 91 112 165 704 112 139 162 92 93 1222 1200 283 675 376 66 315
is_linear=0
shrinkage=0.00196078


Tree=5863
num_leaves=31
num_cat=0
split_feature=1 12 2 16 15 47 2 34 4 2 52 47 402 376 2 2 15 4 10 13 12 133 0 149 159 4 3 4 484 484
split_gain=0.420081 0.113451 0.0649058 0.085569 0.0947028 0.0705957 0.0954186 0.104294 0.0900364 0.0691648 0.0634803 0.0568607 0.0708583 0.0596868 0.0563272 0.0878889 0.0816718 0.0650182 0.0541211 0.0533101 0.0529905 0.0514363 0.0727737 0.0566406 0.0487412 0.0658619 0.04841 0.0573162 0.0474139 0.118306
threshold=0.11829500000000003 0.051320000000000005 0.10855000000000002 -0.0087049999999999992 -0.024814999999999997 0.096770000000000009 0.073895000000000002 -0.0011599999999999998 -0.064054999999999987 0.086100000000000024 -0.23375999999999997 0.085505000000000012 0.09388500000000001 0.080200000000000007 0.13754500000000003 -1.0000000180025095e-35 -0.41942499999999994 0.50996500000000011 -0.38124499999999995 -0.016469999999999995 0.099815000000000015 -0.14757499999999998 -0.081784999999999983 0.079625000000000015 0.014475000000000003 0.057560000000000007 0.13524500000000003 0.2623950000000001 0.087020000000000014 0.085435000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 26 -5 6 7 -1 10 -10 -8 12 14 -13 15 17 -16 -2 -18 -17 21 22 -3 28 -22 -26 27 -4 29 -23
right_child=11 20 3 4 -6 -7 8 -9 9 -11 -12 13 -14 -15 16 19 18 -19 -20 -21 24 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.004675572914206178 -0.0025547673848773083 0.0093382394019048669 0.0099161979008036173 0.003350595910083748 -0.0043951694120618482 0.01025705983672567 0.0038147370253379144 -0.0024580801866250115 0.010063784265657887 0.0038197611779668579 0.0097235602455524109 0.0054118724871317254 -0.0040853899127493301 -0.0005416356204521088 0.0036327952768520585 0.0035542003062896824 0.0019054108172316443 0.0036164274411643613 -0.0042696030074148442 0.0093656954418057225 0.0046482598205514645 0.0061416871261164574 0.0046861130205165273 0.01030467410780736 0.010670370032841509 0.0033978785574436191 0.0013192597937224241 0.0040647350633120603 0.0078500191105813893 8.5808450372000655e-05
leaf_weight=57 31 125 26 38 27 27 24 32 20 157 75 85 21 21 42 38 22 38 40 27 315 1437 46 34 33 20 29 47 154 33
leaf_count=57 31 125 26 38 27 27 24 32 20 157 75 85 21 21 42 38 22 38 40 27 315 1437 46 34 33 20 29 47 154 33
internal_value=0 0.00589158 0.00461961 0.00296871 0.000133124 0.00532293 0.00495794 0.00211066 0.00587608 0.0045253 0.00829112 0.00228141 0.00148293 0.0042324 0.00197425 0.00332955 0.000228003 0.000843862 -0.00207847 0.00596821 0.00621521 0.00643551 0.00808679 0.0062652 0.00512033 0.00792603 0.00477571 0.00614882 0.00618063 0.00600574
internal_weight=0 2756 559 167 65 392 365 89 276 177 99 365 259 106 238 134 104 69 62 65 2197 1829 171 1658 368 53 102 73 1624 1470
internal_count=3121 2756 559 167 65 392 365 89 276 177 99 365 259 106 238 134 104 69 62 65 2197 1829 171 1658 368 53 102 73 1624 1470
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 44 1 4 3 1 3 48 14 0 15 2 2 4 0 15 1 3 160 13 12 1 43 47
split_gain=21.3384 3.66067 1.99784 1.64489 1.27144 1.20693 0.656758 0.611477 0.511652 0.483289 0.437128 0.388084 0.351107 0.336903 0.321659 0.291385 0.242427 0.222072 0.395189 0.220046 0.260295 0.193011 0.527351 0.192409 0.537105 0.192006 0.179676 0.178868 0.17473 0.173658
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 0.094585000000000016 0.077845000000000011 0.27834500000000006 0.30112000000000005 0.086920000000000011 0.12745000000000004 -0.015314999999999997 0.062655000000000016 -0.095504999999999993 -0.41942499999999994 0.13404500000000005 -1.0000000180025095e-35 -0.013514999999999998 0.18019500000000002 -0.23060499999999998 0.086455000000000018 -0.12018999999999998 -0.037174999999999993 0.049530000000000012 0.09202500000000001 0.075045000000000014 -0.0040649999999999983 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 11 13 10 -5 -6 12 14 17 -7 23 -13 -12 18 -4 20 27 -21 26 24 -1 -17 -23 28 -15 -3
right_child=1 2 7 8 9 6 -8 -9 -10 -11 16 15 -14 19 -16 25 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065184120693096293 0.00096716244596934656 0.00050283259988961394 0.00033725646658179661 0.00092327853857803073 0.00088320766983468544 0.00070824084535630705 0.00067493762802697864 0.00069506891277650246 0.00060901112968811898 0.0005975881133834383 0.00035023078565425372 0.00082370378700060277 0.00062103186808470327 0.00097840053158794872 0.0011567910427290702 0.00097972025660256223 0.0001379057717901354 0.00028747653276357094 0.00062497096820063813 0.0010552047743110299 0.00073429105839892923 0.00095061101544793218 0.000561316512232902 0.0010092926929497392 0.0010407170485745717 0.00083878886069403301 0.00084874300089865626 0.0010351380402291264 0.00087533280949076125 0.00065896833434189652
leaf_weight=22 74 190 50 28 69 30 48 22 69 34 39 68 26 159 55 323 44 64 29 23 20 114 20 1027 36 42 160 99 105 32
leaf_count=22 74 190 50 28 69 30 48 22 69 34 39 68 26 159 55 323 44 64 29 23 20 114 20 1027 36 42 160 99 105 32
internal_value=0 0.000555728 0.0005049 0.000949954 0.000608875 0.000960278 0.000897107 0.000381572 0.000699727 0.000788925 0.000354203 0.000991522 0.000411434 0.000911715 0.0010105 0.000941549 0.000237673 0.000373325 0.000442873 0.000920435 0.000952063 0.000882223 0.00086869 0.00100309 0.000893212 0.000963503 0.000891126 0.000964061 0.000937408 0.000525339
internal_weight=0 673 599 2448 325 2351 778 274 97 103 252 1573 169 730 1140 433 83 143 79 700 383 317 294 1085 58 365 274 363 264 222
internal_count=3121 673 599 2448 325 2351 778 274 97 103 252 1573 169 730 1140 433 83 143 79 700 383 317 294 1085 58 365 274 363 264 222
is_linear=0
shrinkage=0.00196078


Tree=5865
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 2 2 4 124 0 1 44 12 49 150 14 4 52 50 52 15 1 2 16 16 4 4 49 40 1
split_gain=32.4258 5.69825 2.39896 2.31045 1.67226 1.39126 1.65154 1.05305 0.997575 0.888268 0.843352 0.821471 0.807913 0.757475 0.597785 0.51196 0.498547 0.411938 0.411777 0.406368 0.361563 0.344876 0.327797 0.292575 0.290966 0.290147 0.290426 0.264037 0.263803 0.261165
threshold=0.10508500000000001 -0.063814999999999997 -0.065819999999999976 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 -0.080389999999999989 -0.076579999999999995 0.077845000000000011 1.0000000180025095e-35 0.051320000000000005 0.13014500000000004 0.09487000000000001 0.076175000000000007 0.033845000000000007 -0.52606999999999993 0.041865000000000006 1.0000000180025095e-35 -0.084564999999999987 0.11654500000000001 0.10005000000000001 -1.0000000180025095e-35 -0.10850999999999998 -0.39518999999999993 -0.111605 -0.017229999999999999 -0.077714999999999992 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 17 5 28 -7 -8 10 15 -4 13 -11 14 22 16 -1 -2 20 -18 -6 -9 23 24 -10 -14 -27 -19 -3 -5
right_child=1 4 8 29 18 6 7 21 11 12 -12 -13 25 -15 -16 -17 19 27 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001142801866036855 0.0011657748035356109 0.00044826853667836054 0.0010449806128452026 0.00069403305531642217 0.00026988059500585845 0.0010206872212776812 0.00098256426552931447 0.00057812444393820549 0.0011388355067798069 0.00074818876282996228 0.00064344008955224388 0.0013551038756869198 0.0011766994295364518 0.00061909101214729435 0.00071643739011627511 0.0013152115064021808 0.00092918793033944637 0.00074379392608262798 0.00048204331179774542 0.0011331673187701975 -3.0539462676125704e-05 0.00040730148858041858 0.00094974959767376872 0.0011647209023804654 0.0009312636444544915 0.00081567534573383129 0.0010534877522637713 0.00099367179739449289 0.00024251774408142357 0.0004720978203487292
leaf_weight=1295 45 46 30 47 67 34 20 113 42 34 61 24 71 21 26 60 81 21 26 70 20 76 131 83 68 21 330 72 50 36
leaf_count=1295 45 46 30 47 67 34 20 113 42 34 61 24 71 21 26 60 81 21 26 70 20 76 131 83 68 21 330 72 50 36
internal_value=0 0.000598257 0.00108423 0.000856285 0.000472098 0.000540955 0.000619908 0.000554709 0.000960897 0.00111478 0.000775816 0.00100354 0.00103896 0.000980793 0.0010025 0.00113773 0.00113037 0.00101177 0.000265525 0.00102375 0.000200819 0.000509434 0.00102545 0.00107683 0.00101052 0.00106238 0.00103926 0.000937248 0.000341107 0.000597772
internal_weight=0 673 2448 221 452 339 243 209 486 1962 91 395 456 371 350 1506 1446 138 113 151 87 189 324 193 110 422 351 93 96 83
internal_count=3121 673 2448 221 452 339 243 209 486 1962 91 395 456 371 350 1506 1446 138 113 151 87 189 324 193 110 422 351 93 96 83
is_linear=0
shrinkage=0.00196078


Tree=5866
num_leaves=31
num_cat=0
split_feature=1 12 1 47 4 402 376 47 2 34 133 15 151 158 159 13 0 1 3 42 4 52 40 151 15 3 42 4 4 15
split_gain=0.537197 0.146291 0.0802905 0.0646385 0.0619909 0.0586793 0.0578093 0.0564965 0.0552019 0.0965894 0.0785689 0.0699076 0.0608779 0.0529509 0.0572262 0.0527758 0.0524237 0.0795966 0.0640574 0.0590461 0.0784674 0.0521767 0.0510795 0.0504795 0.0496171 0.0516036 0.0563077 0.0551754 0.0741875 0.113118
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.033845000000000007 0.09388500000000001 0.080200000000000007 0.077555000000000013 0.13622000000000004 -0.021334999999999996 0.088385000000000005 -0.41942499999999994 -1.0000000180025095e-35 0.080695000000000003 0.11728000000000001 -0.0069799999999999992 -0.092404999999999973 0.089175000000000018 -0.045649999999999989 0.086555000000000007 -0.090289999999999981 0.048520000000000008 -0.077474999999999988 1.0000000180025095e-35 0.024640000000000006 -0.11171999999999999 -0.011544999999999998 0.42642000000000008 0.26450500000000005 -0.068899999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 16 8 -5 -1 9 22 11 -10 -13 23 21 -11 17 -3 19 -18 -21 -15 -2 -6 25 -4 -27 28 -28 -30
right_child=3 4 24 6 13 -7 -8 -9 10 15 -12 12 -14 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0063300540116393855 0.003260565786400721 0.0096712078190188903 9.8870929073670814e-05 0.0060118253991052325 0.004636558395224393 -0.0031476795063575822 0.00015270263843593143 0.011109640565299398 0.0029544505665803121 0.0035896510094860379 0.0064319396391510969 0.0015628149688598656 -0.0052477017341048598 0.012632909216335975 0.0050061758705659924 0.0086325192261332024 0.007834251560316469 0.0032953158486634495 0.0017687879502773286 0.001865795770109716 0.0068619450804904576 0.0062179856822781624 -0.0038008288422133776 0.0097832387302159568 0.0079434872163753768 0.0091621872285031717 0.0044514136712714945 0.0082304336732767266 -0.0054086810510073392 0.0046410842216573654
leaf_weight=168 21 178 29 85 206 21 21 29 36 49 20 21 35 32 38 36 962 22 21 33 663 21 20 21 38 24 197 29 21 24
leaf_count=168 21 178 29 85 206 21 21 29 36 49 20 21 35 32 38 36 962 22 21 33 663 21 20 21 38 24 197 29 21 24
internal_value=0 0.00685341 0.00540904 0.0027709 0.00722092 0.00191956 0.00485106 0.00703365 0.00236667 0.00380253 0.000751326 -0.000483589 -0.00269376 0.0059297 0.00796775 0.00572545 0.00743944 0.00896986 0.00725714 0.00732665 0.00662506 0.0100911 -0.000184017 0.00511268 0.00452494 0.004124 0.00451969 0.00410854 0.0036146 -4.88062e-05
internal_weight=0 2756 559 365 2197 259 106 197 238 126 112 92 56 318 91 85 1879 200 1679 1658 696 53 41 227 362 324 295 271 242 45
internal_count=3121 2756 559 365 2197 259 106 197 238 126 112 92 56 318 91 85 1879 200 1679 1658 696 53 41 227 362 324 295 271 242 45
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 44 1 2 14 2 2 34 2 16 52 1 8 52 13 457 1 0 15 0 47 3 15 31
split_gain=12.784 2.17963 1.30857 1.06541 0.753712 0.716833 0.453531 0.418866 0.36913 0.366448 0.344531 0.306999 0.275882 0.22586 0.193273 0.150958 0.149407 0.146056 0.145259 0.143875 0.149429 0.160775 0.143442 0.137537 0.33047 0.192158 0.131898 0.14635 0.126846 0.116017
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.40124500000000002 0.094585000000000016 0.092845000000000025 0.10672500000000001 0.062655000000000016 0.14960000000000004 0.092235000000000025 -1.0000000180025095e-35 0.13404500000000005 0.11346000000000002 -0.16675999999999999 0.11588000000000001 0.08573500000000002 -0.56176499999999996 -0.07743499999999999 0.048635000000000005 0.091195000000000012 -0.11173999999999999 -0.10469999999999999 -0.14832499999999996 0.090100000000000013 1.0000000180025095e-35 -0.41942499999999994 -0.077289999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 26 10 11 -5 17 12 13 22 29 18 -6 -12 -7 -15 -14 -21 -22 23 24 -1 -26 27 -3 -13 -4
right_child=1 2 7 8 15 9 -8 -9 -10 -11 16 28 19 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00090298797277843252 0.00078377819086548884 0.00037616417255429996 0.00033317409097192118 0.00072408765435976906 0.00043541711205855391 0.00080106070082561643 0.00051668286293111976 0.00058673541468307511 0.00047507057155123333 0.00046398381684340678 0.00076192550397678911 0.00031237844661819646 0.00086615283909366621 0.00052471071585444024 0.00030916867084113093 0.00065610606257377087 0.00095572539763932494 0.00062483723894585046 0.00033454293187053436 0.00078983638747004165 0.00073326118865266459 0.00057158385808853541 0.00075166857924269216 0.00081113527740119462 0.00074156573060534751 0.00050946739814213774 0.00056496422381742916 0.00048505611751841512 0.00014672567140799843 0.00013400511832023317
leaf_weight=28 74 98 22 37 26 40 24 22 60 30 20 27 39 47 58 22 65 33 23 190 437 25 221 1198 32 24 32 92 52 23
leaf_count=28 74 98 22 37 26 40 24 22 60 30 20 27 39 47 58 22 65 33 23 190 437 25 221 1198 32 24 32 92 52 23
internal_value=0 0.000466302 0.000427081 0.00077144 0.000779749 0.00051123 0.000784817 0.000327269 0.000570056 0.000646423 0.000787641 0.000304617 0.000782896 0.000350865 0.000392872 0.000536566 0.000910125 0.000721398 0.000462227 0.000750468 0.000743549 0.000724512 0.000797804 0.000805757 0.000729059 0.000642095 0.000448505 0.000428891 0.000203341 0.000231377
internal_weight=0 673 599 2448 2351 325 2303 274 97 103 2279 252 2194 173 128 48 85 73 70 691 652 462 1503 1282 84 56 222 190 79 45
internal_count=3121 673 599 2448 2351 325 2303 274 97 103 2279 252 2194 173 128 48 85 73 70 691 652 462 1503 1282 84 56 222 190 79 45
is_linear=0
shrinkage=0.00196078


Tree=5868
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 1 2 44 4 3 49 15 3 16 130 43 4 51 133 159 159 4 2 159 1447 3 3 156 41 52
split_gain=0.500428 0.143166 0.110678 0.0824142 0.0767462 0.0598218 0.0592011 0.0469226 0.052561 0.103618 0.141623 0.162408 0.071795 0.0842434 0.0610346 0.0699048 0.0672251 0.0909576 0.0679304 0.0672445 0.0672336 0.0596868 0.0567628 0.0616031 0.0661552 0.0578989 0.0851088 0.0574687 0.0763892 0.0947849
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 0.11146500000000002 0.25063000000000007 0.081805000000000017 -0.073934999999999987 0.092670000000000016 -0.061079999999999988 -0.016799999999999995 -0.14989499999999997 -0.5315899999999999 -0.081769999999999995 -0.081154999999999991 0.0049200000000000008 -0.15042499999999998 0.088525000000000006 -1.0000000180025095e-35 0.10904500000000002 -0.0082299999999999995 0.11474000000000002 -0.085489999999999997 -0.085804999999999979 -0.14186499999999996 -0.116045 0.12488500000000001 0.079300000000000009 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 -6 -2 8 22 12 -11 -12 -10 -14 -15 16 17 -16 20 -20 21 -19 23 -1 -25 27 -27 28 29 -26
right_child=3 -3 -4 -5 5 -7 -8 -9 9 10 11 -13 13 14 15 -17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.011859240951580984 0.0026244321834166468 0.002402907372355306 -7.4854521485774416e-05 0.0079144395139467503 0.005799320678285382 0.0010578753027532782 -0.0027486375956372782 0.010508188813017976 0.0021453956805282471 0.0092513164505362514 0.0056019199662841858 -0.0069893925051604001 0.013308369019068778 0.0023845170039191632 0.013942311993903583 0.0062709217208237085 0.0054064623929765193 0.0081371212134545203 0.010406326991505921 0.0039094238513798429 0.0033241177813827317 0.011354742395220163 0.002474845232526687 0.0026757184515840242 0.0094229987900325812 0.0011543151308697735 0.0074574974595657999 0.0055356190379323633 0.0061355772620901982 0.016460950339152926
leaf_weight=33 302 75 23 28 111 35 22 38 33 21 20 21 20 31 27 768 97 200 21 66 22 81 22 28 50 22 815 29 29 31
leaf_count=33 302 75 23 28 111 35 22 38 33 21 20 21 20 31 27 768 97 200 21 66 22 81 22 28 50 22 815 29 29 31
internal_value=0 0.0067124 0.00683238 0.00270941 0.00689186 0.00466267 0.00225959 0.00702075 0.00696747 0.00657157 0.00257321 -0.000847289 0.00675305 0.00686712 0.006769 0.00687502 0.00777765 0.00832922 0.00794063 0.00547764 0.00864782 0.00906462 0.0075013 0.00760794 0.00746821 0.0076057 0.00729182 0.00949571 0.0105397 0.0121165
internal_weight=0 2769 2694 352 2671 146 324 2525 2487 1428 62 41 1366 1333 1313 1282 514 417 390 87 303 281 1059 1037 1004 976 837 139 110 81
internal_count=3121 2769 2694 352 2671 146 324 2525 2487 1428 62 41 1366 1333 1313 1282 514 417 390 87 303 281 1059 1037 1004 976 837 139 110 81
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 2 42 1 1 4 4 1 0 14 12 13 39 474 151 42 475 48 2 4 4 52
split_gain=17.8264 2.93887 1.7486 1.50097 1.0567 0.993166 0.491345 0.490337 0.463685 0.444871 0.393307 0.324113 0.3116 0.259544 0.247532 0.409195 0.321495 0.21957 0.171272 0.168802 0.168349 0.16601 0.14833 0.145497 0.15463 0.14686 0.133876 0.131865 0.129709 0.157408
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.40945500000000007 0.14285500000000004 0.14122000000000004 0.11474000000000002 -0.0060199999999999993 0.16175000000000003 0.086920000000000011 0.0067750000000000006 -0.013514999999999998 0.093100000000000002 0.18019500000000002 0.062655000000000016 0.098810000000000023 -0.078279999999999975 0.08456000000000001 0.088585000000000011 -0.088784999999999989 0.086555000000000007 -0.088274999999999978 0.093265000000000015 -0.0091949999999999983 0.055260000000000011 -0.49013999999999996 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 12 7 -4 14 18 -5 -8 17 -14 16 19 21 23 -6 -16 -12 -7 -3 24 -1 -25 -22 -20 -26 -30
right_child=1 2 6 10 9 8 11 -9 -10 -11 20 -13 13 -15 15 -17 -18 -19 27 -21 26 -23 -24 25 28 -27 -28 -29 29 -31
leaf_value=0.0007675870549956373 0.00084461613689905846 0.00056563056055821629 0.00052882729357454884 0.00082599472208031571 0.00085691300812170345 0.00083549454742776522 0.00028856605394152142 0.00026836983362681479 0.0005868659709726778 0.00045940232542313004 0.00037363242741455047 4.5926126341025031e-05 0.00084813453842944898 0.00069650847191999503 0.00085082911774844066 0.00054375718597298361 0.00059285902947771784 0.0010136753501314105 0.00079169291491601977 0.00075220080710809809 0.00045817368554280084 0.00098543715657952607 0.0004344365332092733 0.00086199078794525947 0.0010485941629394206 0.00068827139396293493 0.00066147829166353996 0.00057170763279771209 0.00090696708679570393 0.00073054480640327235
leaf_weight=32 76 40 66 22 39 337 138 48 41 24 20 25 380 49 98 30 20 55 20 209 20 31 193 290 24 20 33 22 699 20
leaf_count=32 76 40 66 22 39 337 138 48 41 24 20 25 380 49 98 30 20 55 20 209 20 31 193 290 24 20 33 22 699 20
internal_value=0 0.000480859 0.000435907 0.000837776 0.000530557 0.000847605 0.000320414 0.000419161 0.00078973 0.000693873 0.000596177 0.000251351 0.00087586 0.000830816 0.000801202 0.000762326 0.000834968 0.000892811 0.000763346 0.000783685 0.000526917 0.000848126 0.000456959 0.000886685 0.000901045 0.000850783 0.00058476 0.000676463 0.000906793 0.00090206
internal_weight=0 691 615 2430 338 2335 277 114 766 105 95 163 1569 429 725 337 388 1140 81 307 73 368 233 1085 775 310 53 42 743 719
internal_count=3121 691 615 2430 338 2335 277 114 766 105 95 163 1569 429 725 337 388 1140 81 307 73 368 233 1085 775 310 53 42 743 719
is_linear=0
shrinkage=0.00196078


Tree=5870
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 4 2 1 4 150 0 150 0 1 12 1 1 40 4 16 1 49 475 50 1 2
split_gain=22.936 3.80641 1.81863 1.756 1.26906 1.1991 0.89391 0.787233 0.77432 0.743088 0.592092 0.583232 0.382542 0.482458 0.448476 0.356343 0.341036 0.298332 0.287196 0.286087 0.283419 0.277316 0.259696 0.258097 0.246616 0.204104 0.189606 0.176483 0.174902 0.184815
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 0.14122000000000004 0.09253500000000002 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 1.0000000180025095e-35 -0.14832499999999996 0.122715 0.088245000000000004 0.11654500000000001 0.16175000000000003 -0.077714999999999992 -0.52556499999999995 -0.052894999999999991 0.089770000000000016 -0.053364999999999996 -0.081364999999999979 0.086295000000000011 0.13075500000000004 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 5 6 8 21 -8 12 -9 15 -5 14 16 -1 26 -14 -2 22 -11 27 -3 -16 -18 -24 -13 -7 -6 29 -4
right_child=1 4 28 11 20 10 7 9 -10 19 -12 25 13 -15 18 -17 23 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080495092664766151 0.00091349549280306469 0.00043388136835429 0.00071053187302848536 0.00088605692026322443 0.00024019958878011466 0.0010188870083272848 0.00084508935902632921 0.00086464577080572354 0.0011595883498004837 0.00052941436351700499 0.00063152612796715151 0.00067047053108028332 0.0011508207444717235 0.00062000467837635992 0.0012186015993495838 0.00066151230886156518 0.00092713377304421492 0.00069095292522183458 0.00095033767229977303 0.00037321177312763394 3.6613703909722248e-05 0.00022292683185899957 0.0010045678321565759 0.00073629647326402638 0.00082330510628963614 0.00044655336232061235 0.00087898636161410715 0.00044223930746476278 0.00036417555027440482 0.00048237549604135372
leaf_weight=60 115 46 21 34 68 42 30 20 79 113 41 34 21 24 21 27 123 29 761 75 21 50 758 35 30 29 329 22 24 39
leaf_count=60 115 46 21 34 68 42 30 20 79 113 41 34 21 24 21 27 123 29 761 75 21 50 758 35 30 29 329 22 24 39
internal_value=0 0.000528916 0.000734928 0.000937632 0.000423364 0.000948299 0.000483728 0.000548153 0.000969518 0.000505325 0.000855884 0.000679093 0.000961326 0.00088106 0.000971323 0.000878996 0.000916062 0.000868678 0.000977681 0.0004671 0.000241727 0.000324009 0.0010034 0.00088486 0.000997667 0.000567398 0.000894824 0.000289587 0.000505643 0.00056223
internal_weight=0 673 228 2448 445 2351 334 238 1912 208 439 97 1833 203 1630 398 179 144 1570 188 111 96 809 158 788 63 371 90 84 60
internal_count=3121 673 228 2448 445 2351 334 238 1912 208 439 97 1833 203 1630 398 179 144 1570 188 111 96 809 158 788 63 371 90 84 60
is_linear=0
shrinkage=0.00196078


Tree=5871
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 14 1 2 49 50 1 1 40 1 15 47 0 48 52 133 4 1 0 0 43
split_gain=34.6259 5.68286 2.80642 2.74494 1.95575 1.73292 1.39306 1.31752 1.1872 0.994185 0.988591 0.893404 0.75729 0.567639 0.423437 0.380169 0.369494 0.300953 0.290125 0.288781 0.278178 0.269754 0.24431 0.231845 0.204961 0.186984 0.304418 0.242152 0.156811 0.151265
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.09253500000000002 0.092235000000000025 -0.054984999999999992 0.041865000000000006 0.12408500000000001 0.087135000000000004 -0.077714999999999992 0.13075500000000004 -0.41396999999999995 0.10350500000000001 -0.12333499999999999 0.087310000000000013 -0.16675999999999999 -1.0000000180025095e-35 -0.013125 0.086920000000000011 0.18019500000000002 -0.026509999999999995 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 17 -9 -10 12 -4 16 -2 19 -11 -1 -3 24 -6 -15 -18 -21 -12 -5 27 -27 29 -7 -14
right_child=1 4 11 18 14 28 -8 8 9 15 23 -13 25 20 -16 -17 21 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010077746802870605 0.0005774928249326635 0.00031034003451739685 0.00087531395256519313 0.00033611593213523348 0.00015572163122675679 0.00071258704790616416 0.00049724599644785218 0.00083264814677581282 0.000759113356158012 0.00041473712390553084 0.0009949919910115354 0.00048092034573782983 0.00097361374636464578 0.00099793536022179026 0.00030833421247627806 0.000208140577113999 0.00075662551552278909 9.0578737540864467e-05 0.00023164920336901654 -0.00019548134539140708 0.00080881016457435781 0.00095271092428803365 8.4293974662611796e-05 0.0012364084373592073 0.00057393039112489652 0.00089301859470055343 0.00066751619939710587 0.00072994620119239768 0.00048766048936957151 0.00087720526098714437
leaf_weight=1088 23 46 34 22 36 22 24 30 28 134 20 63 275 67 26 46 29 50 24 28 54 386 21 65 38 290 25 20 26 81
leaf_count=1088 23 46 34 22 36 22 24 30 28 134 20 63 275 67 26 46 29 50 24 28 54 386 21 65 38 290 25 20 26 81
internal_value=0 0.00044382 0.000946006 0.000695541 0.000314849 0.000959491 0.000967176 0.000389786 0.000467999 0.000415406 0.000972125 0.000619161 0.000964087 0.000859859 8.93636e-05 0.00036194 0.000988787 0.000195881 0.000413851 2.23844e-05 0.000913532 0.000939009 -7.55776e-05 0.0011796 0.000486732 0.000910361 0.000875122 0.000939884 0.000590752 0.000951678
internal_weight=0 673 2448 228 445 2351 2303 334 238 208 2279 97 2194 144 111 180 1503 96 84 85 121 415 49 85 60 691 315 376 48 356
internal_count=3121 673 2448 228 445 2351 2303 334 238 208 2279 97 2194 144 111 180 1503 96 84 85 121 415 49 85 60 691 315 376 48 356
is_linear=0
shrinkage=0.00196078


Tree=5872
num_leaves=31
num_cat=0
split_feature=1 3 4 4 0 4 10 160 131 2 4 15 15 376 4 49 3 1452 2 475 1 2 159 1429 484 15 1429 16 156 15
split_gain=0.724437 0.196144 0.0818297 0.0811112 0.075917 0.07023 0.0691146 0.0664166 0.0752311 0.111757 0.0632325 0.0811711 0.0879908 0.0615376 0.0979379 0.0593419 0.0604845 0.0578592 0.0527993 0.0652726 0.0669248 0.0844464 0.0562746 0.0566498 0.197444 0.0750694 0.0678932 0.109983 0.0889104 0.0481482
threshold=0.10312500000000001 -0.063814999999999997 0.27287000000000006 0.09173000000000002 0.22582000000000002 0.09173000000000002 -0.086389999999999981 -0.077459999999999987 0.096070000000000016 0.16394500000000004 -0.15764999999999998 -0.026084999999999994 0.013270000000000002 0.084815000000000015 0.018150000000000003 0.11560500000000001 -0.086769999999999986 0.086765000000000023 0.091265000000000013 1.0000000180025095e-35 0.089770000000000016 0.097845000000000015 0.11576000000000002 0.084770000000000012 0.073690000000000019 -0.0063699999999999989 0.08103500000000001 -0.0094449999999999968 0.086340000000000014 0.13592500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 10 6 -2 -1 -4 9 -9 -3 13 -13 14 -12 17 -17 18 22 20 29 -22 23 26 -25 -26 -8 -28 -29 -20
right_child=1 2 7 -5 -6 -7 15 8 -10 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0025108798945439048 0.0085530619504913651 0.0072172378307989093 0.0049496774872144073 0.0096668156127755842 0.0023254217668658215 0.005168376967158432 0.0088693055435315592 0.001512691241008551 0.0068988778709899645 -0.0062118412937376306 0.0039228868475800994 -0.0051583077204191974 0.0036221647486090664 -0.00055698187323287133 0.011427351447160949 0.011252003773171012 0.0053910169765404477 0.010937314539720926 0.008132911721549646 0.012628387812023554 -0.00071761444909498092 0.0066059679535494468 0.0048147766245529057 0.011159970825316296 0.0055804328859916756 -0.002980062137357891 0.01774217128429724 0.013415269749036627 0.0042986973398365085 0.0038813219829795086
leaf_weight=20 134 51 63 30 21 113 1245 126 20 22 83 21 25 20 22 21 109 96 547 26 20 74 35 42 21 20 23 23 20 28
leaf_count=20 134 51 63 30 21 113 1245 126 20 22 83 21 25 20 22 21 109 96 547 26 20 74 35 42 21 20 23 23 20 28
internal_value=0 0.00471241 0.00354021 0.00478641 0.00831153 0.0070046 0.00836457 0.00218072 0.00114236 0.00036445 0.00412689 0.00320521 -0.000386312 0.00452689 0.00549525 0.00841439 0.00633779 0.00853599 0.00842745 0.00771253 0.00752148 0.00504776 0.00877516 0.0088746 0.00634104 0.00140458 0.009035 0.0121605 0.009175 0.00792588
internal_weight=0 730 483 252 2391 247 2370 231 168 148 222 171 46 125 105 2350 130 2220 2124 695 669 94 1429 1394 83 41 1311 66 43 575
internal_count=3121 730 483 252 2391 247 2370 231 168 148 222 171 46 125 105 2350 130 2220 2124 695 669 94 1429 1394 83 41 1311 66 43 575
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 2 1 3 2 12 4 4 1 0 15 158 0 1 2 2 47 160 2 131 1 43 1
split_gain=21.6965 3.34172 2.28229 1.73714 1.21126 1.18967 0.6823 0.619339 0.577956 0.562315 0.524169 0.493735 0.458977 0.411953 0.397178 0.395099 0.373427 0.300707 0.283093 0.229656 0.209423 0.199249 0.362037 0.195995 0.194248 0.188488 0.175759 0.171904 0.165388 0.162796
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.31370500000000007 0.13501500000000002 0.077845000000000011 0.12745000000000004 0.11474000000000002 -0.42850999999999995 0.033845000000000007 -0.013125 0.093100000000000002 -0.11173999999999999 -0.097454999999999986 0.080695000000000003 -0.079119999999999982 0.083345000000000016 0.13404500000000005 -1.0000000180025095e-35 0.090100000000000013 -0.081069999999999989 0.15950500000000004 0.091440000000000007 0.11588000000000001 -0.080324999999999994 0.075045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 13 10 14 -5 21 27 -9 16 29 -16 17 -1 20 -18 -15 22 -4 -3 -21 -14 -2 -6 -11 -7
right_child=1 2 7 9 11 8 -8 12 -10 28 -12 -13 25 18 15 -17 19 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099336786444941243 0.00096940848605738407 0.00047623096317888074 0.00031259444670057765 0.00089288157429180887 0.00091575754544101723 0.00088632912200721189 0.0011418548055222722 0.000380702242346517 0.000644765878583189 0.00062475237919359787 0.00059764285926853622 0.00051342684599065696 0.00018593138916984055 0.00086355635820470778 0.00084338584540205944 0.000619506213177486 0.00097288892496584728 0.00071776368069890594 0.00099001668281896156 0.00078463981414092965 0.00067614768293255511 0.00026590662402259591 0.00058698376704906599 0.00063987614557067341 0.00093171247901469825 -4.9835132806829166e-05 0.00075423335620001251 0.00072854500279423743 0.00041316339600027779 0.00098472049058828909
leaf_weight=23 54 191 51 28 44 198 70 34 48 49 41 24 32 52 226 35 1143 45 34 39 41 65 29 33 301 22 20 33 20 96
leaf_count=23 54 191 51 28 44 198 70 34 48 49 41 24 32 52 226 35 1143 45 34 39 41 65 29 33 301 22 20 33 20 96
internal_value=0 0.000518151 0.000469588 0.000915671 0.000580719 0.000926281 0.000952187 0.000337772 0.000851182 0.000658524 0.000401893 0.000758986 0.000202242 0.000944275 0.000869035 0.000813364 0.000953066 0.000810983 0.00083691 0.000959581 0.000780935 0.000346543 0.000412061 0.000500339 0.000914842 8.98784e-05 0.000911253 0.000835524 0.000563422 0.000918457
internal_weight=0 673 599 2448 325 2351 1748 274 603 97 186 101 88 1678 555 261 1551 68 127 1483 93 145 80 224 340 54 74 77 69 294
internal_count=3121 673 599 2448 325 2351 1748 274 603 97 186 101 88 1678 555 261 1551 68 127 1483 93 145 80 224 340 54 74 77 69 294
is_linear=0
shrinkage=0.00196078


Tree=5874
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 0 49 1 1 3 160 4 1 1 3 151 4 12 2 12 12 2 43 3
split_gain=13.8055 2.40155 1.36773 1.03524 0.886965 0.703781 0.447178 0.403887 0.333692 0.332523 0.331206 0.262199 0.362822 0.249265 0.228993 0.196682 0.295772 0.165376 0.244917 0.171977 0.188904 0.141838 0.140086 0.132659 0.130748 0.194782 0.12318 0.123136 0.109237 0.104203
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.14960000000000004 0.077845000000000011 0.11474000000000002 -0.10607499999999999 0.082865000000000008 0.14860500000000001 0.083345000000000016 -0.12711499999999995 -0.016279999999999996 -0.015039999999999998 0.093100000000000002 0.075045000000000014 -0.097174999999999984 -0.088784999999999989 0.0061450000000000003 0.10061500000000002 0.13754500000000003 -1.0000000180025095e-35 0.095780000000000018 0.087995000000000004 -0.080324999999999994 0.42240500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 11 13 17 -5 23 12 14 24 -1 16 -13 19 26 20 -7 -3 -17 -6 25 -4 -19 -16 -11 -15
right_child=1 2 7 9 10 8 -8 -9 -10 28 -12 15 -14 29 27 22 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073458146653738792 0.00075334271404534667 0.00050539969777067502 0.00027263317685670673 0.0007174130075243341 0.00075535770240210839 0.00056327172918593815 0.00092013236625688749 0.00047242560197619464 0.00047110429161465633 0.00051461937194274376 0.00042262412249468841 0.00046163298746607464 0.00085954815243558739 0.00021796483478163102 0.00061892419062948829 0.00077619299252716385 0.00076559556593351499 0.00073050604471007886 0.00049324379182289066 0.00080201857116617148 0.00072546225118518134 0.00037699382316300862 0.00069680547102301692 0.00059664252634141965 0.00022452143201689376 0.00044927709162223089 0.00064224880621876828 0.00043849556714396071 0.00034160245356022138 5.1347278843085322e-05
leaf_weight=38 76 40 72 28 41 33 70 37 26 47 26 20 31 31 33 1403 32 115 29 90 169 191 91 40 74 36 129 26 20 27
leaf_count=38 76 40 72 28 41 33 70 37 26 47 26 20 31 31 33 1403 32 115 29 90 169 191 91 40 74 36 129 26 20 27
internal_value=0 0.000424516 0.000383881 0.000738611 0.00046759 0.000746774 0.000766591 0.000281737 0.000688298 0.000537966 0.000615174 0.00076017 0.000674886 0.000252339 0.000615871 0.000767231 0.000648687 0.000698292 0.000663598 0.000730729 0.000698966 0.000399229 0.000771357 0.00067698 0.000288012 0.000331514 0.000683845 0.000539413 0.000462973 0.000140401
internal_weight=0 691 615 2430 338 2335 1744 277 591 95 107 1674 128 240 97 1546 52 565 273 292 202 231 1494 81 182 108 244 59 67 58
internal_count=3121 691 615 2430 338 2335 1744 277 591 95 107 1674 128 240 97 1546 52 565 273 292 202 231 1494 81 182 108 244 59 67 58
is_linear=0
shrinkage=0.00196078


Tree=5875
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 4 0 49 49 12 1 4 40 2 1 1 15 475 1 47 48 12 0 1
split_gain=25.2628 4.44131 1.94706 1.84664 1.51409 1.25133 0.900713 0.880037 0.839216 0.717879 0.689264 0.579629 0.425476 0.516222 0.400964 0.365867 0.349717 0.307336 0.249155 0.247582 0.232504 0.231456 0.229679 0.226559 0.212429 0.210115 0.186977 0.296667 0.18613 0.206858
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099515000000000006 0.062655000000000016 -1.0000000180025095e-35 0.10467500000000002 0.092845000000000025 0.14122000000000004 -0.062539999999999984 -0.10607499999999999 0.082865000000000008 -0.054984999999999992 0.09141500000000001 0.085605000000000014 -0.52556499999999995 -0.077714999999999992 0.11411 0.16175000000000003 0.12958500000000003 0.013270000000000002 -0.079029999999999975 0.11654500000000001 0.10350500000000001 0.082620000000000013 0.09141500000000001 -0.077639999999999987 0.088875000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 12 18 21 -4 23 -10 13 16 -2 17 -1 -14 -3 -5 -6 -9 -17 -7 -13 -16 -25 -28 -19 -30
right_child=1 4 9 19 20 10 -8 8 11 -11 -12 24 15 -15 25 22 -18 28 -20 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.00096025026747574419 0.00068147399250092296 0.00046077851924080125 0.00092862694705360199 0.00069226189778621701 0.00029651376602396142 0.001062251017679034 0.0012327615079403662 0.00094661681675443454 0.00080421960938210576 0.00057908260956799522 0.00066590314657066156 0.00053956412751506272 0.0012720429934494847 0.0011197904244858344 0.0010264217037044159 0.00092326155602899681 0.00073803725452827561 0.0010455023600473385 0.00026193255050947854 0.00047241474779765067 6.7387186825609342e-05 0.00066361731173945405 0.0010111139659664083 0.00093772451824861093 0.00040028463435695677 0.00086509643600051085 0.00064816344635914159 0.00091917453310493902 0.0010083265727808494 0.00079737840854909783
leaf_weight=53 24 47 37 31 90 46 76 25 25 58 41 108 22 35 73 181 56 1061 50 54 21 20 311 291 69 54 24 44 70 24
leaf_count=53 24 47 37 31 90 46 76 25 25 58 41 108 22 35 73 181 56 1061 50 54 21 20 311 291 69 54 24 44 70 24
internal_value=0 0.0005655 0.000990389 0.000783771 0.000452287 0.00100158 0.00102364 0.000516538 0.000578688 0.000715221 0.000908168 0.000524743 0.00101487 0.000912611 0.000913903 0.0010237 0.000846086 0.00104247 0.000358281 0.000552594 0.000253165 0.000820839 0.000978794 0.000932694 0.000485269 0.000957827 0.000916093 0.000823524 0.00103809 0.000954467
internal_weight=0 691 2430 236 455 2335 1889 344 247 95 446 202 1813 144 151 1669 109 1177 97 85 111 45 492 405 177 127 359 68 1155 94
internal_count=3121 691 2430 236 455 2335 1889 344 247 95 446 202 1813 144 151 1669 109 1177 97 85 111 45 492 405 177 127 359 68 1155 94
is_linear=0
shrinkage=0.00196078


Tree=5876
num_leaves=31
num_cat=0
split_feature=1 12 1 2 3 12 12 15 158 2 52 151 159 2 47 4 159 16 3 3 16 159 1420 1419 133 0 14 12 1212 15
split_gain=0.920825 0.238166 0.135161 0.110627 0.0925292 0.0955239 0.0787527 0.0701013 0.069147 0.0778458 0.0692385 0.074815 0.0884656 0.0717935 0.0690498 0.0540747 0.0844706 0.0611687 0.0654589 0.0803445 0.0471774 0.0468502 0.0454133 0.0812302 0.048327 0.0637819 0.0441785 0.044113 0.042959 0.0421119
threshold=0.11829500000000003 0.051320000000000005 0.095950000000000021 0.11362000000000001 0.30112000000000005 -0.42850999999999995 0.099815000000000015 0.024640000000000006 0.08962500000000001 0.079055000000000014 0.048770000000000008 -0.080384999999999984 0.078675000000000009 0.090790000000000023 0.087885000000000019 0.057560000000000007 0.014475000000000003 -0.073849999999999985 -0.11255999999999998 -0.080484999999999987 0.033715000000000009 0.09320500000000001 -0.083904999999999993 0.085980000000000015 -0.14757499999999998 -0.081784999999999983 -0.46166999999999997 0.11734000000000001 0.085870000000000016 -0.065449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 14 -6 22 -4 9 -1 11 -11 13 -13 26 16 17 -8 -19 -20 -16 -7 23 -3 25 28 -2 -28 -24 -22
right_child=4 6 7 -5 5 21 15 -9 -10 10 -12 12 -14 -15 20 -17 -18 18 19 -21 29 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0043952566640655276 0.0075931354464652649 0.0088696988468820407 0.0051282953070042993 0.0024834453249350189 0.0054151147650212386 -0.0032488468574592847 0.010289543260233073 0.0099055157974362387 0.015100671788677572 0.013031098441851716 0.013061385824681915 0.0091656988278763108 0.010817307082470508 0.0026285585509391411 0.0048313084596561069 0.0057930354277502642 0.013584349968357745 0.011700674253874102 0.00083171829237076254 0.0072836762062312727 0.012795972565654665 0.0022695436719805005 0.011649612701968154 0.017675258778035642 0.0095669748872310133 0.0081511340362181803 0.0021217127453471017 0.006235721394081007 0.016517627573656764 0.0063066020002588629
leaf_weight=32 24 22 251 25 34 40 92 35 20 31 47 28 48 42 45 74 33 26 23 120 20 25 103 20 1616 46 124 33 22 20
leaf_count=32 24 22 251 25 34 40 92 35 20 31 47 28 48 42 45 74 33 26 23 120 20 25 103 20 1616 46 124 33 22 20
internal_value=0 0.00907506 0.00723213 0.00882369 0.00373004 0.00112019 0.00954398 0.00571292 0.00946283 0.00896828 0.00971489 0.00865929 0.00751076 0.00524341 0.00470138 0.00820922 0.00881738 0.00821466 0.00708514 0.00624595 0.00705247 -0.00112639 0.00981253 0.0130628 0.00973614 0.0113348 0.00359727 0.00298644 0.0125064 0.00955129
internal_weight=0 2756 559 273 365 99 2197 286 248 228 196 149 118 70 266 368 294 261 169 143 85 65 1829 42 1787 171 181 157 125 40
internal_count=3121 2756 559 273 365 99 2197 286 248 228 196 149 118 70 266 368 294 261 169 143 85 65 1829 42 1787 171 181 157 125 40
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 4 1 47 0 1 4 157 150 4 12 0 15 2 1 16 12 4 1 15 0 1 12 4
split_gain=34.1634 5.52312 2.56066 2.2984 2.16153 1.64591 1.30008 1.11469 0.740074 0.724656 0.718431 0.618561 0.589718 0.573975 0.5209 0.468487 0.448443 0.443243 0.689778 0.431107 0.406829 0.382833 0.376613 0.441989 0.359669 0.337459 0.295348 0.269543 0.26275 0.251594
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.10045500000000002 0.062655000000000016 0.41379000000000005 0.09253500000000002 0.10019500000000002 0.14486500000000005 0.12656000000000003 0.24564500000000003 -0.067349999999999979 1.0000000180025095e-35 0.061775000000000004 -0.42850999999999995 -0.11173999999999999 -0.10469999999999999 0.13501500000000002 0.13604000000000002 0.11346000000000002 0.09141500000000001 -0.52556499999999995 0.12082500000000002 0.079055000000000014 -0.07929499999999999 0.13075500000000004 0.095780000000000018 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 24 7 6 12 9 -4 13 14 -9 17 -3 19 -11 -6 18 -1 28 -18 -15 23 -19 -2 -20 -25 -5 -7 -28
right_child=1 4 8 27 16 10 -8 11 -10 15 -12 -13 -14 21 -16 -17 20 22 25 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.0012962868653870875 0.0010955210055818522 0.00029048997287948927 0.0010500468939946667 0.00069775440754605981 0.00043683162767763561 0.0011532215251183232 0.001413141283837463 0.00058164716400326011 0.00069108902735573604 0.001075490947117281 0.00074595766381173854 0.0003215848060327749 0.00085715260517363453 0.00060080293195783664 0.00079240539424343221 0.00071315391538632469 0.00033955307790104042 0.0014564441216876134 0.00087892681689526566 0.00087607912027245333 3.2891636239547355e-05 0.00088971395229870309 0.0011232469842968769 0.0011929859688302197 0.00086084479749406367 0.0011712709536739424 0.0012513446398809843 0.0004512915002742137 0.0010445493527876785 0.0010466103564728709
leaf_weight=30 105 20 34 59 35 163 79 67 63 23 31 74 25 110 27 34 29 23 63 38 39 21 502 1040 33 20 30 24 180 100
leaf_count=30 105 20 34 59 35 163 79 67 63 23 31 74 25 110 27 34 29 23 63 38 39 21 502 1040 33 20 30 24 180 100
internal_value=0 0.000630295 0.00112911 0.000884326 0.000506089 0.001142 0.00116686 0.000579752 0.000816909 0.000670989 0.00103372 0.000445161 0.00115624 0.000599882 0.00105559 0.00085936 0.000256494 0.00116038 0.00104147 0.00107424 0.000163674 0.000647117 0.0011683 0.00118726 0.0010394 0.000949371 0.00118197 0.000626488 0.00109619 0.00109386
internal_weight=0 673 2448 221 452 2351 1912 349 97 208 439 141 1833 151 408 57 103 1808 113 381 68 131 1695 1193 138 83 1170 83 343 130
internal_count=3121 673 2448 221 452 2351 1912 349 97 208 439 141 1833 151 408 57 103 1808 113 381 68 131 1695 1193 138 83 1170 83 343 130
is_linear=0
shrinkage=0.00196078


Tree=5878
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 10 4 14 2 133 13 13 4 124 401 11 0 47 4 48 12 3 2 2 49 15 0 43 0
split_gain=0.895705 0.220309 0.102172 0.138251 0.0968209 0.0838904 0.0813387 0.0784539 0.0737865 0.0659189 0.0799368 0.0727412 0.0609736 0.086081 0.0609997 0.0655531 0.0900089 0.0542104 0.090967 0.0899604 0.0531283 0.0604655 0.0527306 0.050003 0.123074 0.0703284 0.0492914 0.0479772 0.0729168 0.0978206
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.095545000000000005 -0.062879999999999978 0.41257000000000005 0.076975000000000002 0.13712500000000002 0.089200000000000015 -0.059629999999999996 0.10443000000000001 -0.011209999999999999 -0.076164999999999983 0.080710000000000018 1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.0033150000000000007 0.10184000000000001 0.090285000000000018 -0.087784999999999988 -0.0050599999999999994 1.0000000180025095e-35 0.0093850000000000027 -0.43375999999999998 -0.076579999999999995 -0.082064999999999985 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 9 5 8 -4 -2 17 10 23 -12 14 -14 -7 16 20 18 19 -1 21 -16 -23 -3 -25 -26 -9 -19 -29 -30
right_child=1 2 6 -5 -6 12 -8 26 -10 -11 11 -13 13 -15 15 -17 -18 27 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0033258941033672469 0.0087994951034204086 0.0028796660434454681 -0.0043700180060806731 0.012861563657643274 0.002697741000024094 0.0048072436887368159 0.0026511066302947412 0.0070908167777029244 0.012868060372953474 0.0015904145918681587 0.0050388302114284175 -0.0031893426552414895 0.0079313314323931437 0.000584186605208189 0.011208371822067421 0.0048446564649098694 0.013929958851673667 0.0099681418198799086 0.013477305910505711 0.0094247389402564458 0.0052346085987260774 0.0036347196947428442 0.0088503016210678548 0.012828038923012522 0.0065074902511724339 0.0015170730682762547 0.0014713807410939976 0.0057460886560721514 0.0067746782838996201 0.011550581251047369
leaf_weight=51 179 50 21 20 22 37 77 37 71 71 22 21 52 23 112 35 39 1338 21 46 36 21 252 26 131 36 27 71 74 102
leaf_count=51 179 50 21 20 22 37 77 37 71 71 22 21 52 23 112 35 39 1338 21 46 36 21 252 26 131 36 27 71 74 102
internal_value=0 0.00527604 0.00402316 0.00477092 0.00930127 0.00936228 0.00114658 0.00772509 0.0097095 0.00431766 0.00499471 0.00102042 0.00834753 0.00567821 0.00872385 0.00901661 0.00933404 0.00957781 0.00751002 0.00621813 0.00890829 0.0092518 0.0084491 0.00569798 0.00642811 0.00543171 0.00472012 0.00973175 0.00845125 0.00954253
internal_weight=0 718 475 377 2403 2381 98 243 1774 357 286 43 607 75 532 495 460 1703 118 97 421 385 273 243 193 167 64 1585 247 176
internal_count=3121 718 475 377 2403 2381 98 243 1774 357 286 43 607 75 532 495 460 1703 118 97 421 385 273 243 193 167 64 1585 247 176
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 1 1 14 4 2 16 0 15 52 457 1 0 0 4 0 49 3 47 52 159 0
split_gain=43.0876 6.64571 3.94993 3.36069 2.42683 1.9829 1.44334 1.14227 1.1039 1.07325 0.822074 0.813087 0.736568 0.595867 0.406193 0.371706 0.350102 0.333246 0.327606 0.308963 0.270685 0.254861 0.417079 0.380569 0.241011 0.235459 0.229087 0.221595 0.219193 0.191262
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.042705000000000007 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.15799000000000005 0.062655000000000016 0.40124500000000002 0.092365000000000017 -0.44310499999999992 -0.11173999999999999 -0.097454999999999986 -0.56176499999999996 0.083570000000000019 0.13436000000000001 0.18019500000000002 -0.077639999999999987 -0.49013999999999996 -0.060129999999999996 -0.053364999999999996 -0.028564999999999997 0.090100000000000013 -0.16675999999999999 0.0089800000000000019 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 11 10 -6 -5 19 13 14 15 -8 16 -1 -15 20 25 28 -17 -23 -24 -11 -4 -3 -13 -19 -7
right_child=1 2 7 9 8 29 12 -9 -10 24 -12 27 -14 17 -16 21 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009750053883615154 0.00087633228057558703 0.00024884457708033433 0.00034865084739904556 0.00079224973266048412 0.00077426392575779927 0.00062403549903376212 0.00090996732336070629 0.00039069814374053448 0.00032565744630261962 0.00047198348241453213 -0.00025715560753404549 0.00092763151023902144 0.00043523774780576528 0.0010188251763747049 0.00074439641841332681 0.00094206862780877535 0.00067529543406999763 0.00083619472651497563 0.00059080219624979709 1.4362419469310555e-05 0.00061861603847800702 0.001049370847496332 0.00086291321739124724 0.00059239701268668876 0.00022866206944940115 9.8913441255570541e-05 0.00042576601992201326 0.0011664579737895586 0.00097828490389950023 0.00037562659777262632
leaf_weight=23 71 191 21 34 71 22 81 37 30 34 35 20 24 39 192 1145 43 373 21 137 20 40 153 23 29 47 33 59 47 26
leaf_count=23 71 191 21 34 71 22 81 37 30 34 35 20 24 39 192 1145 43 373 21 137 20 40 153 23 29 47 33 59 47 26
internal_value=0 0.000308968 0.000242053 0.000869163 0.000388683 0.00088392 0.000892141 7.00131e-05 0.000641014 0.000511496 2.05742e-05 0.000911029 0.00076457 0.000903036 0.000793522 0.000923446 0.00077974 0.000844787 0.000830063 6.79915e-05 0.000841483 0.000930415 0.000868637 0.000827562 0.000359978 0.000176038 0.000274909 0.001106 0.000852095 0.000489481
internal_weight=0 673 602 2448 325 2351 2303 277 101 97 240 2006 297 1927 273 1427 66 500 461 205 440 1361 216 176 63 68 224 79 420 48
internal_count=3121 673 602 2448 325 2351 2303 277 101 97 240 2006 297 1927 273 1427 66 500 461 205 440 1361 216 176 63 68 224 79 420 48
is_linear=0
shrinkage=0.00196078


Tree=5880
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 0 4 0 2 3 52 41 14 2 4 4 123 132 0 40 52 13 159 4 150 15 1 2 52 157
split_gain=0.901955 0.22884 0.126817 0.0906888 0.138851 0.0920996 0.0892651 0.0892302 0.080264 0.0790559 0.0761087 0.0741025 0.0666445 0.061987 0.0603736 0.0567379 0.0546471 0.0583218 0.096229 0.0544143 0.0497216 0.0570679 0.0753083 0.0662449 0.0492149 0.0579815 0.0488401 0.131245 0.180445 0.072716
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.11682500000000001 -1.0000000180025095e-35 -0.14001499999999997 0.40124500000000002 -0.07384499999999998 0.095545000000000005 0.0022600000000000003 0.056145000000000007 0.08690500000000001 0.076975000000000002 -1.0000000180025095e-35 0.010840000000000001 -0.04890499999999999 1.0000000180025095e-35 0.08518000000000002 -0.050684999999999994 -0.07632499999999999 -0.56368999999999991 -0.07743499999999999 0.014475000000000003 -0.0016099999999999997 0.10375000000000002 -0.082809999999999981 0.077565000000000009 0.086100000000000024 -0.0027449999999999996 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 19 9 8 -7 12 -6 -4 15 26 -9 -15 -5 17 20 -19 -3 -10 -22 -23 -24 25 -17 -1 29 -29 -28
right_child=1 2 10 11 5 7 -8 13 16 -11 -12 -13 -14 14 -16 24 -18 18 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0096514454448606082 0.0097082624095492075 0.0039537726685271732 -0.00071619868534289206 0.007106968141698207 0.0010001021553498982 0.011443848515139713 0.0026622999491254717 0.0038538946883959905 0.013344206017526714 0.0070254921118783611 0.0051577694466686808 0.0090068080462515354 0.01240263317685417 0.012932655164463956 0.0063500751704467758 0.0021065125316998357 0.0043929551626972268 0.008180185413220898 0.00031339477357940506 -0.0021854122380980038 0.01039419040381391 0.0071716163640922264 0.014856475204802478 0.0082322648312482573 0.0055578004568815238 -0.0037198420870117842 0.0055070441216230398 0.0075591829917227328 -0.0035063038254156708 0.0095347673695990991
leaf_weight=1138 90 42 71 26 38 62 22 45 22 51 32 21 71 22 38 117 38 48 23 22 117 291 26 36 33 20 50 56 20 433
leaf_count=1138 90 42 71 26 38 62 22 45 22 51 32 21 71 22 38 117 38 48 23 22 117 291 26 36 33 20 50 56 20 433
internal_value=0 0.00498683 0.00432288 0.00493938 0.00600953 0.00705105 0.00900278 0.00843572 0.00906166 0.00445285 0.00110872 0.00336128 0.00940103 0.00665949 0.00876369 0.0027564 0.00806332 0.00831105 0.00563179 0.00184343 0.00869769 0.00848019 0.00784581 0.0110102 0.00209101 0.00125595 0.00927545 0.00851001 0.00464721 0.00911782
internal_weight=0 730 640 537 320 256 2391 167 2369 89 103 217 1768 105 60 196 601 563 71 64 492 470 353 62 170 137 1697 559 76 483
internal_count=3121 730 640 537 320 256 2391 167 2369 89 103 217 1768 105 60 196 601 563 71 64 492 470 353 62 170 137 1697 559 76 483
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 10 12 42 42 14 0 4 16 4 1 49 133 52 133 3 0 1452 4 50 150 482 475 156 16 16
split_gain=0.732217 0.193819 0.108448 0.0911255 0.160136 0.0841821 0.0838735 0.0787374 0.0811542 0.0870879 0.0690664 0.0671174 0.129265 0.0587659 0.0516148 0.0514803 0.0685314 0.086413 0.0964869 0.0584193 0.0695819 0.0538577 0.0553696 0.0900067 0.0677605 0.0584768 0.130376 0.0572402 0.0701511 0.113477
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 0.10252500000000002 -1.0000000180025095e-35 0.069930000000000006 -0.42850999999999995 -0.019989999999999997 0.086665000000000006 -0.22253999999999999 0.18019500000000002 -0.029144999999999997 -0.0073349999999999986 -0.010655 0.14173500000000003 0.11560500000000001 0.10275500000000001 -0.12647999999999995 0.089980000000000018 0.10299500000000002 -0.019414999999999998 0.087755000000000014 0.00063500000000000004 -1.0000000180025095e-35 0.09487000000000001 0.089925000000000019 -0.082014999999999991 -1.0000000180025095e-35 0.042200000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 13 -4 -5 9 -9 15 -11 -13 -6 -8 19 17 -17 -19 21 -21 22 23 -1 -24 27 -27 -25 -29 -30
right_child=1 2 6 7 5 -7 14 8 -10 11 -12 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 24 25 -26 26 -28 28 29 -31
leaf_value=0.015209697261452677 0.0086489390410647241 0.0018149541419020287 0.0046008587681821414 -0.0012208735901036894 0.011898949059541338 0.003112991068594377 0.0010869206778044182 0.0099401720042806129 0.001818794245760807 0.0089848842639476071 0.0031991112424293536 0.0047463427378537362 -0.0034843095780714701 0.0073572055507813488 -0.005020112225785852 0.01054559132414094 0.0020610378108297787 0.00022801062534563243 0.0091048127484100409 0.0013633377256785306 0.0091026182552533495 0.01094779010767801 0.0076655939418998759 0.011823033195270121 0.0033283175940232467 -0.0011765911336988212 0.0082074873434306167 0.0087373812255484747 0.0013522120785306802 0.0078031532827521543
leaf_weight=20 102 67 35 33 40 34 31 32 115 25 28 112 23 99 25 48 30 25 24 26 21 79 362 53 40 20 57 1325 33 157
leaf_count=20 102 67 35 33 40 34 31 32 115 25 28 112 23 99 25 48 30 25 24 26 21 79 362 53 40 20 57 1325 33 157
internal_value=0 0.00458759 0.00397022 0.00447379 0.00596569 0.0075732 0.000760679 0.00342068 0.00391961 0.00517791 0.00813596 0.00422546 0.00334408 0.00866418 -0.00163943 0.00819554 0.00623807 0.00752994 0.00457583 0.0083089 0.00482131 0.00838528 0.00828734 0.00854166 0.00723402 0.00846059 0.00577006 0.00859271 0.0084797 0.00668273
internal_weight=0 773 671 580 240 173 91 340 307 192 2348 160 135 139 56 2320 127 97 49 2193 47 2146 2067 1665 402 1645 77 1568 1515 190
internal_count=3121 773 671 580 240 173 91 340 307 192 2348 160 135 139 56 2320 127 97 49 2193 47 2146 2067 1665 402 1645 77 1568 1515 190
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=31
num_cat=0
split_feature=1 1 4 12 48 4 2 2 3 15 0 9 457 16 151 48 14 150 15 15 399 43 4 3 132 393 3 1 13 4
split_gain=0.595278 0.161137 0.109239 0.068296 0.085296 0.0615492 0.0604327 0.0586237 0.0564973 0.0588649 0.0702621 0.0650824 0.053499 0.0817542 0.0499952 0.0497886 0.047495 0.0474556 0.0572303 0.0433577 0.0415583 0.0684068 0.0666337 0.0527805 0.0509219 0.0581907 0.0478748 0.114671 0.0518731 0.117143
threshold=0.11829500000000003 0.095950000000000021 -0.0086549999999999978 -0.010834999999999999 0.083685000000000009 0.40945500000000007 0.14285500000000004 0.14122000000000004 -0.13309499999999996 -0.56020999999999987 0.010870000000000003 -0.073554999999999995 0.045365000000000009 -0.090344999999999995 -0.08718999999999999 0.016865000000000002 0.062655000000000016 0.094605000000000009 -0.062284999999999993 0.090455000000000021 0.088190000000000018 -0.52440999999999993 -0.51843499999999987 -0.045649999999999989 -0.085749999999999979 0.10389500000000002 -0.12018999999999998 0.080270000000000022 -0.117405 -0.017809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 15 16 -7 -10 11 -11 17 -14 -6 -2 20 18 -4 -18 21 -1 23 -23 -22 -26 27 -24 29 -28
right_child=5 2 12 -5 14 8 -8 -9 9 10 -12 -13 13 -15 -16 -17 19 -19 -20 -21 24 22 26 -25 25 -27 28 -29 -30 -31
leaf_value=0.0017386239614676346 0.0069220588895647474 -0.00098330253703435028 0.0046246458149728645 0.0078087769301374236 0.01031338748522103 0.0058636083948211031 0.0012063220731215552 0.0036634636883873767 0.0054437003913335507 0.005471039523119824 -0.0051079131451181392 -0.00016289442830440617 0.0043742402269142788 -0.0032582412521309301 0.0033273399591312878 0.0027146129858576593 0.011639302949804593 0.00080481628985860617 0.0095322543738542917 0.0069874000933134207 0.0070399024496402814 0.015018191289855168 0.00773906182857569 0.0077531694382196288 0.015729543361812832 0.0089677945704066328 -0.0014514535176290554 0.00021017420076532292 0.0074554699709162287 0.0086796863700728862
leaf_weight=22 75 22 157 203 20 26 50 41 24 26 22 97 36 23 21 45 51 26 28 33 51 20 55 20 20 35 21 32 1794 25
leaf_count=22 75 22 157 203 20 26 50 41 24 26 22 97 36 23 21 45 51 26 28 33 51 20 55 20 20 35 21 32 1794 25
internal_value=0 0.00703399 0.00547784 0.00691613 0.00403983 0.00273645 0.00412722 0.00740971 0.00152397 0.000856337 9.70495e-05 0.00102802 0.00406085 0.00139887 0.00673517 0.00534427 0.0074802 0.0048052 0.00536742 0.00981177 0.00738672 0.0072839 0.00734592 0.0113857 0.00931603 0.0114266 0.00726206 0.00496982 0.00737045 0.0040546
internal_weight=0 2756 536 266 63 365 170 2220 195 169 145 123 270 59 41 120 2179 211 185 84 2095 1989 1967 40 106 55 1927 87 1840 46
internal_count=3121 2756 536 266 63 365 170 2220 195 169 145 123 270 59 41 120 2179 211 185 84 2095 1989 1967 40 106 55 1927 87 1840 46
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 3 2 2 1 14 159 48 0 15 2 4 4 3 10 3 42 4 0 14 0 475 15 49 156 0
split_gain=18.7304 3.08947 1.7862 1.6404 1.08073 0.952367 0.92439 0.623228 0.558438 0.461469 0.453201 0.356653 0.309992 0.619557 0.307674 0.346008 0.274876 0.242529 0.240862 0.240707 0.237021 0.231168 0.424552 0.222719 0.197465 0.166152 0.169161 0.187909 0.189046 0.157803
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 -0.022174999999999997 0.091265000000000013 0.14122000000000004 0.092845000000000025 0.062655000000000016 -1.0000000180025095e-35 -0.015314999999999997 -0.10607499999999999 -0.10653 0.17025000000000004 0.42051500000000003 0.0082450000000000006 0.30112000000000005 -0.38124499999999995 0.0068900000000000012 0.086555000000000007 -0.46376499999999993 -0.071719999999999992 0.062655000000000016 -0.14832499999999996 -0.066784999999999983 0.040760000000000005 -0.080089999999999981 1.0000000180025095e-35 -0.066089999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 29 9 11 -5 12 -4 -8 13 -1 15 17 20 19 -16 -12 21 -14 -23 25 -15 -13 27 -27 -29 -3
right_child=1 2 10 8 -6 -7 7 -9 -10 -11 14 23 16 24 18 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00098784313963633783 0.00085243687456129213 0.00086647230737349566 0.00055744111724759747 0.00078338231688052432 0.00043727253351926381 0.00044235809476871632 0.00061117328290243207 0.00056607834121817212 0.00047709651747901069 0.0010486936883542599 0.00037603670687490361 0.00089721151883467268 0.0010732992351347324 0.00075478463720711952 0.00025486764244277632 0.0002509174075731564 0.00075057414304279229 0.00027815657221176511 -1.6311727025929619e-05 0.00064363982619754234 0.0008548684848628177 0.00091064899977891061 0.000621263111904994 0.0010168927643653969 0.00054113716869397775 0.00061105246491291942 0.00085016729680502509 0.0007756191993455718 0.00089390587381364748 0.00068466280957909359
leaf_weight=34 74 50 26 37 201 45 32 41 60 62 28 87 32 39 34 112 57 30 20 24 475 766 20 22 29 23 221 350 61 29
leaf_count=34 74 50 26 37 201 45 32 41 60 62 28 87 32 39 34 112 57 30 20 24 475 766 20 22 29 23 221 350 61 29
internal_value=0 0.000474463 0.000427768 0.000843812 0.000526082 0.00067004 0.000854122 0.00080183 0.000593927 0.000883031 0.000311155 0.000813973 0.000875957 0.000771728 0.000285335 0.000321772 0.000883832 0.00041855 0.000154431 0.000499546 0.000889706 0.000909936 0.000903285 0.000822468 0.00066367 0.000816703 0.000806009 0.000783523 0.000793175 0.000799732
internal_weight=0 673 599 2448 325 124 2351 837 97 1514 274 796 1452 102 248 194 1350 82 54 52 1293 818 786 764 68 742 655 434 411 79
internal_count=3121 673 599 2448 325 124 2351 837 97 1514 274 796 1452 102 248 194 1350 82 54 52 1293 818 786 764 68 742 655 434 411 79
is_linear=0
shrinkage=0.00196078


Tree=5884
num_leaves=31
num_cat=0
split_feature=1 4 2 12 12 2 0 96 133 14 39 48 3 16 151 3 4 12 51 44 124 12 13 12 42 12 13 43 4 3
split_gain=0.568883 0.152234 0.0999006 0.089098 0.0729359 0.0898049 0.0578104 0.0555533 0.0536001 0.0569566 0.0541725 0.0633769 0.0615899 0.0702728 0.0626975 0.0687423 0.0554508 0.0521936 0.049646 0.0467938 0.0516985 0.0608105 0.0532821 0.0747532 0.0666288 0.0562027 0.0471092 0.0609251 0.0507086 0.0478836
threshold=0.10124500000000002 -0.39518999999999993 0.13622000000000004 0.088105000000000003 -0.42850999999999995 0.31358000000000003 0.22582000000000002 0.086715000000000014 0.089980000000000018 -0.23083499999999998 0.08733500000000001 -0.068459999999999979 -0.045649999999999989 -0.004174999999999999 -0.033849999999999991 0.13524500000000003 -0.00027999999999999998 0.09364500000000002 -0.047599999999999996 0.081805000000000017 -0.076779999999999987 -0.064509999999999984 0.0015850000000000003 0.082095000000000015 -0.093284999999999993 0.086095000000000019 0.15641500000000003 -0.15582499999999996 -0.084369999999999987 -0.089519999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 18 3 7 -4 -6 19 8 9 -3 11 -11 -13 14 16 -16 -14 -5 -2 20 -1 -22 24 -24 -23 -25 27 -27 -29 -30
right_child=1 2 4 17 5 -7 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 22 23 25 -26 26 -28 28 29 -31
leaf_value=0.004663786757431042 0.0061825221640427362 0.007830316708790825 0.0072241010842844849 0.0092053028644018247 0.001924154827576699 -0.0044310344590081114 0.0018719879956915976 -0.00052999551531463646 -8.8466561282984923e-05 0.006619695334229618 0.0062920485172318135 -0.0032738714222796264 0.0047672800947111682 -0.0020391477812081575 0.010557972613076512 0.0031450950564688137 -0.001962119694595458 0.0051792381033115772 0.011311555775318994 0.011970508878030592 0.011131646274021124 0.0099234121688193868 0.001079430886440807 0.011557261370832012 0.0073168843776460733 0.0010281446001802882 0.0082807082640257001 0.0086505661024213112 0.0027720969924848759 0.0064588563509608565
leaf_weight=76 46 38 20 42 126 27 20 33 32 35 59 20 24 25 22 29 25 138 32 21 41 104 27 21 1720 27 82 56 55 98
leaf_count=76 46 38 20 42 126 27 20 33 32 35 59 20 24 25 22 29 25 138 32 21 41 104 27 21 1720 27 82 56 55 98
internal_value=0 0.00409774 0.0036276 0.00431781 0.00154502 0.000802651 0.0072254 0.00337 0.00378651 0.00423416 0.00366238 0.00280043 0.00187854 0.00270293 0.00388845 0.00634281 0.00133391 0.00611865 0.00828674 0.00727139 0.00722861 0.00731599 0.00724455 0.00614342 0.0074655 0.00654674 0.00621586 0.00549841 0.00607591 0.00513355
internal_weight=0 773 695 522 173 153 2348 342 309 277 239 180 145 125 100 51 49 180 78 2328 2307 2231 2190 366 1824 339 318 236 209 153
internal_count=3121 773 695 522 173 153 2348 342 309 277 239 180 145 125 100 51 49 180 78 2328 2307 2231 2190 366 1824 339 318 236 209 153
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 43 14 2 1 4 2 4 0 52 15 4 1 52 0 4 475 150 4 158 3 13 16 4 49
split_gain=25.0042 3.16597 2.6054 1.57961 1.53667 1.15264 0.832125 0.778307 0.695285 0.692935 0.596063 0.625587 0.388278 0.362858 0.346018 0.309138 0.299554 0.295376 0.286376 0.271997 0.331218 0.23527 0.252987 0.230262 0.208806 0.184132 0.179183 0.177455 0.17434 0.159565
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.31534000000000006 -0.025214999999999998 0.076175000000000007 0.11177500000000001 0.092845000000000025 0.36766000000000004 0.14122000000000004 0.033845000000000007 -0.11173999999999999 0.048770000000000008 -0.097454999999999986 -0.019614999999999997 0.12205500000000001 -0.53964499999999982 -0.079119999999999982 -0.55119499999999988 -0.069854999999999987 0.081835000000000019 -0.020529999999999996 0.084765000000000021 -0.12711499999999995 0.038215000000000006 -0.008904999999999998 0.24564500000000003 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 7 6 17 12 -8 -4 11 21 13 15 -7 -1 -10 -3 -2 -15 -21 -6 -23 -17 28 -22 -20 -18 -14 -11
right_child=1 5 9 -5 10 14 8 -9 16 29 -12 -13 24 19 -16 23 27 -19 26 20 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011593526993058018 0.0011600168434038661 0.00056779053951085058 0.00098518909966433931 0.00060098222173083119 0.0011236081848311694 0.00022651720157717772 0.00090080398360109016 0.0012912789616294571 0.0008143035293209786 0.00074759927782105213 0.00072043481605504856 0.00076235850969180719 0.00099450249251404211 0.0011208997644339509 0.00047644999419632259 0.0010500724061307898 0.00060358413661687905 0.00039904788541841342 0.00096636593165660262 0.0012924390147104289 0.00091461471065419728 0.0010093277562927226 0.0007872908211806241 0.00078893253169395243 0.0011329689284295559 0.0010633065205954814 0.00075523595453477375 0.00041233084135060933 0.00079589309061274798 0.00056549836212703008
leaf_weight=23 24 71 37 74 66 57 39 77 20 37 33 41 113 1175 34 21 66 91 68 23 35 326 21 34 36 376 20 26 20 37
leaf_count=23 24 71 37 74 66 57 39 77 20 37 33 41 113 1175 34 21 66 91 68 23 35 326 21 34 36 376 20 26 20 37
internal_value=0 0.000611598 0.00105984 0.000823283 0.00107331 0.000514138 0.00057061 0.00109811 0.000675328 0.000766096 0.000974873 0.000993367 0.0010901 0.00109907 0.000319899 0.000968466 0.000596815 0.000473003 0.000970161 0.00110541 0.00106346 0.0010163 0.00099589 0.00088864 0.00100049 0.00105064 0.000918382 0.000549534 0.000964636 0.000656549
internal_weight=0 590 2531 186 2420 404 313 1933 151 111 487 454 1856 1687 91 78 112 162 112 1609 434 413 347 55 169 411 88 92 133 74
internal_count=3121 590 2531 186 2420 404 313 1933 151 111 487 454 1856 1687 91 78 112 162 112 1609 434 413 347 55 169 411 88 92 133 74
is_linear=0
shrinkage=0.00196078


Tree=5886
num_leaves=31
num_cat=0
split_feature=1 4 16 157 1456 43 2 0 0 1 2 0 133 14 482 160 3 0 43 50 2 4 52 403 4 151 1 15 13 3
split_gain=0.56884 0.186795 0.118196 0.0929887 0.0714426 0.073504 0.0636775 0.110673 0.0748544 0.0586775 0.058502 0.0842364 0.0586979 0.0569851 0.0509486 0.0491824 0.051566 0.0430083 0.0908894 0.103736 0.185631 0.0934665 0.0776686 0.0676765 0.0856462 0.0565153 0.0741997 0.0470281 0.0580202 0.0474276
threshold=0.096325000000000008 0.27287000000000006 0.40020000000000006 -0.095909999999999981 -0.033364999999999992 0.12450000000000001 0.10774000000000002 0.034820000000000011 -0.076899999999999982 0.15471500000000002 0.14285500000000004 -0.16360999999999995 -1.0000000180025095e-35 0.062655000000000016 0.11816500000000001 -0.24205499999999996 -0.13309499999999996 -0.074479999999999977 -0.036954999999999995 0.089465000000000017 0.086885000000000004 -0.072334999999999997 0.024145000000000003 -0.072624999999999981 -0.35136499999999998 0.009020000000000002 0.085760000000000017 -0.17952999999999997 -0.013304999999999999 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 10 13 8 -8 15 11 -6 -13 14 17 -3 -17 25 19 20 -19 23 -22 -20 -25 27 -27 28 -1 -29
right_child=1 9 -4 4 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 21 -21 22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.014766282543894791 -0.0018037528509185427 0.0074406436026987176 0.0080094928462434226 0.0096330912147213014 0.011011551546398551 0.0097469987401452209 0.0026590460885352898 0.00020999404291311902 0.0075457957238622281 -0.0013301304461700576 0.00087371427876253925 -0.00013745266564742283 0.0047825325605797761 0.010170357692594001 0.012072108920741205 0.0050354295090508112 0.0018417455992923209 -0.0044411955848336218 0.014333610254384222 0.010168682096096185 0.0022842097762149085 0.0023415505071170627 0.0082274537162932895 0.010123015548689343 0.003914277335261983 0.0070242320009051484 -0.00012561962385440159 0.0031499419558752816 0.0080809680416303528 0.0077267427757217429
leaf_weight=21 21 23 144 31 20 26 38 30 179 35 45 27 238 83 24 67 206 25 21 26 43 24 45 68 33 47 21 23 34 1453
leaf_count=21 21 23 144 31 20 26 38 30 179 35 45 27 238 83 24 67 206 25 21 26 43 24 45 68 33 47 21 23 34 1453
internal_value=0 0.00442012 0.00554641 0.00467708 0.00502875 0.00462781 0.00741743 0.005903 0.00669005 0.00254185 0.00422448 0.00475355 0.00428125 0.00760531 0.00749373 0.00299969 0.00262554 0.00743541 0.00630369 0.00447347 0.00316307 0.00804616 0.00532337 0.00916838 0.00809442 0.00763712 0.00481619 0.00776241 0.0106335 0.00765542
internal_weight=0 883 552 408 387 356 2238 247 217 331 330 285 265 1991 1908 296 273 1884 285 139 113 146 88 122 101 1599 68 1531 55 1476
internal_count=3121 883 552 408 387 356 2238 247 217 331 330 285 265 1991 1908 296 273 1884 285 139 113 146 88 122 101 1599 68 1531 55 1476
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=31
num_cat=0
split_feature=1 4 3 43 96 2 15 0 15 4 16 2 0 43 49 50 14 11 4 3 1446 3 151 1447 475 402 2 2 479 484
split_gain=0.46076 0.164457 0.0983963 0.0803353 0.0664648 0.0774972 0.0921673 0.0759453 0.0791882 0.0584398 0.0542463 0.052468 0.125521 0.0570787 0.0772053 0.0490867 0.0494196 0.0519551 0.0483318 0.0925842 0.100795 0.0617423 0.105299 0.0579023 0.0881254 0.0758119 0.0593841 0.0775794 0.0559084 0.0575363
threshold=0.096325000000000008 -0.0086549999999999978 0.149315 -0.064334999999999989 0.087655000000000025 0.13501500000000002 -0.089964999999999976 -0.10474999999999998 -0.41942499999999994 0.0052350000000000009 -0.020119999999999996 0.11362000000000001 -0.0058249999999999994 -0.04652499999999999 0.10877000000000002 -0.24165499999999998 0.062655000000000016 0.082485000000000017 -0.082249999999999976 -0.15956499999999998 0.088360000000000008 0.090900000000000009 -0.0038099999999999996 -0.085684999999999997 -0.028204999999999997 0.10842 0.085045000000000023 0.084655000000000022 0.098035000000000011 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 10 5 9 7 -7 -9 -3 -2 15 13 14 -13 -1 17 18 19 -17 23 28 -23 -21 -25 26 27 -26 29 -20
right_child=1 4 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 21 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.011622471079768036 0.0085177856948106517 0.0004772917972877622 0.0011111539904959499 0.0081437223855797478 -0.0021073955688625575 0.0067368466174229985 -0.0049943279785414543 0.0034118004531289142 -0.0027444786023241596 0.004304410741348296 0.0038171507901328585 0.011022212535130959 -0.0022630504399005855 0.0041031127581372864 0.0042745197385859988 0.014223787263035775 0.0091533218748889953 0.0020380122781110308 0.0064600244094916411 0.012268463999964297 0.00050450882741383144 0.0077547664266257067 -0.0021450269501656293 0.00083545779809355745 0.0083634583633735871 0.0022854501251131296 0.0067852034173896854 0.013896928218503794 0.002899272534314816 0.0089191807435093067
leaf_weight=21 31 45 40 138 25 28 21 48 37 352 118 39 21 75 30 20 83 24 1247 25 21 21 22 20 163 25 207 30 41 103
leaf_count=21 31 45 40 138 25 28 21 48 37 352 118 39 21 75 30 20 83 24 1247 25 21 21 22 20 163 25 207 30 41 103
internal_value=0 0.00397811 0.00575766 0.00640526 0.00293151 0.00316874 0.00108934 0.00221993 0.000732008 0.00387061 0.00479514 0.00667569 0.00495946 0.00601275 0.00808843 0.00681229 0.00676307 0.00666231 0.00671937 0.00755443 0.00728277 0.0064218 0.00268976 0.00758563 0.00732255 0.00762782 0.00796172 0.00922358 0.00653716 0.00664765
internal_weight=0 883 327 287 556 531 134 113 85 397 149 2238 165 144 69 2073 2052 1969 1945 511 491 1434 43 470 445 425 400 193 1391 1350
internal_count=3121 883 327 287 556 531 134 113 85 397 149 2238 165 144 69 2073 2052 1969 1945 511 491 1434 43 470 445 425 400 193 1391 1350
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 4 1 3 43 1 1 1 2 150 159 1 12 4 2 3 12 3 4 3 49 12 160
split_gain=22.5285 4.02686 2.04932 1.52342 1.36088 1.2477 0.791641 0.683282 0.655311 0.640526 0.520542 0.521219 0.40175 0.339616 0.330725 0.462109 0.322892 0.290617 0.289119 0.260977 0.377212 0.21522 0.187958 0.185957 0.314158 0.180149 0.177171 0.154499 0.153154 0.142478
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.062655000000000016 0.14122000000000004 0.40945500000000007 0.09253500000000002 0.30112000000000005 -0.013199999999999998 0.16175000000000003 0.122715 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.082585000000000006 0.11910500000000002 0.09141500000000001 -0.51253999999999988 -0.0091949999999999983 -0.13927999999999999 -0.083994999999999986 0.11658 -0.036839999999999991 -0.12711499999999995 -0.053364999999999996 0.095110000000000014 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 17 6 14 16 10 -4 11 -6 29 25 19 21 22 23 -5 20 -1 -16 -7 -3 -25 -2 -21 -11 -24 -10
right_child=1 4 9 18 8 7 -8 -9 12 27 -12 -13 -14 -15 15 -17 -18 -19 -20 26 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012304707942411418 0.00099550659691586218 0.00048453639117943469 0.00086755850056944694 0.00062900305130007264 0.00037459921135165377 0.00098754337233014676 0.0011600194373951361 0.00060900168262675077 0.00039481038080626412 0.00062329119421550283 0.00026045489175457456 0.00068920057967112767 1.2700270801045806e-05 0.00066958006201884961 0.00073806813458347558 0.00064229382019416958 0.00067050513610535979 0.00040962522435199059 0.00039728589249339504 0.00074530871990236805 0.00097683232663772247 0.00093571313743811798 0.00091779945523803538 0.00075379543204071064 0.00051827846081510293 0.00083895658767960547 0.00093135348824729437 0.00042847519736684118 0.00083334739732299429 0.00025395963947053463
leaf_weight=23 50 35 34 47 40 62 76 41 38 34 40 41 23 29 23 25 28 38 37 21 1135 268 146 51 38 65 313 29 190 101
leaf_count=23 50 35 34 47 40 62 76 41 38 34 40 41 23 29 23 25 28 38 37 21 1135 268 146 51 38 65 313 29 190 101
internal_value=0 0.000524896 0.000929966 0.00073679 0.00041633 0.000941489 0.000963979 0.000850762 0.000334291 0.000650667 0.000443466 0.000533842 0.000252746 0.000859204 0.000955738 0.000898114 0.000874029 0.000559646 0.000526937 0.000967943 0.00098187 0.000920092 0.000888348 0.00060562 0.000653238 0.000907022 0.000919656 0.000533614 0.000870044 0.000292466
internal_weight=0 673 2448 228 445 2351 1884 467 283 97 121 81 162 144 1808 316 426 162 84 1492 1158 291 398 124 89 115 334 63 336 139
internal_count=3121 673 2448 228 445 2351 1884 467 283 97 121 81 162 144 1808 316 426 162 84 1492 1158 291 398 124 89 115 334 63 336 139
is_linear=0
shrinkage=0.00196078


Tree=5889
num_leaves=31
num_cat=0
split_feature=1 1 16 52 34 3 132 3 14 51 133 3 12 42 2 4 130 13 3 14 43 4 3 51 49 0 1447 1447 16 157
split_gain=0.469896 0.122533 0.0815372 0.0733747 0.063662 0.0629646 0.0631296 0.0565445 0.0488187 0.0459262 0.0472463 0.0642586 0.0837376 0.053303 0.0458916 0.115529 0.0476329 0.0659621 0.0470447 0.0437799 0.051336 0.0498917 0.0477611 0.0475698 0.046837 0.0685582 0.0604881 0.0813636 0.0656938 0.113356
threshold=0.11829500000000003 0.095950000000000021 0.40020000000000006 0.12603000000000003 -0.085489999999999997 0.30112000000000005 0.10365500000000001 0.12745000000000004 -0.10708499999999999 -0.40274499999999996 -0.038089999999999992 -0.049509999999999992 0.10742000000000002 0.11159000000000001 0.11362000000000001 -0.064804999999999988 0.10797500000000002 0.0015850000000000003 -0.079594999999999985 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 0.11548000000000001 -0.008964999999999999 -0.15202999999999997 -0.086059999999999984 -0.085024999999999989 0.0047850000000000011 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 7 -7 9 -6 -2 -11 12 -12 -13 19 -16 17 18 -17 20 -1 22 -22 24 -23 -26 -27 -28 -29 -30
right_child=5 2 -4 -5 8 6 -8 -9 -10 10 11 13 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 -25 25 26 27 28 29 -31
leaf_value=0.0019796195990321309 0.0069474444297763218 0.0084410327331473425 0.0074510987052710453 0.0071131127156748826 0.0069012342453269029 -0.0011351387028772596 0.0044718029626112966 0.006976167850830519 0.0029391676227467829 -0.0022931531735230237 0.0093521509351658424 0.0025348634492516758 0.0021316628387366009 -0.0026604956537485125 -0.0017863924881177291 0.011188487624749541 0.010682796977926047 0.0018902032560593374 0.0056522126728685354 0.009127676941409528 0.013786238222382964 0.0056196561531895589 0.0069580660807245986 0.0042046351504645176 0.01206150792336471 0.0097888602505195633 0.00065996092855043361 0.0072455060758766475 -0.00076571892635771436 0.0061870710665621184
leaf_weight=22 24 27 113 82 35 71 28 38 279 20 29 94 36 25 21 20 20 37 66 83 20 261 21 70 27 73 21 1193 26 239
leaf_count=22 24 27 113 82 35 71 28 38 279 20 29 94 36 25 21 20 20 37 66 83 20 261 21 70 27 73 21 1193 26 239
internal_value=0 0.0064218 0.00506479 0.00442731 0.00378146 0.00260357 0.000450663 0.00340484 0.0033808 0.00280962 0.00232281 0.00282455 0.00535311 0.0014434 0.00674943 0.0051396 0.00615671 0.00542076 0.00693972 0.00687784 0.0067832 0.00683736 0.0102889 0.00676327 0.00686061 0.00706574 0.00697882 0.00684013 0.00692914 0.00550491
internal_weight=0 2756 536 423 341 365 99 266 314 228 204 184 65 119 2220 164 143 123 86 2056 1973 1951 41 1910 1840 1579 1552 1479 1458 265
internal_count=3121 2756 536 423 341 365 99 266 314 228 204 184 65 119 2220 164 143 123 86 2056 1973 1951 41 1910 1840 1579 1552 1479 1458 265
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 4 0 49 150 1 12 4 3 0 47 4 15 0 3 49 4 3 10
split_gain=35.0368 5.6841 3.60154 2.85375 2.25675 1.73335 1.12244 0.971533 0.880806 0.880781 0.789523 0.725031 0.760613 0.659123 0.751384 0.540729 0.527629 0.50936 0.498634 0.2854 0.219318 0.219074 0.216387 0.206209 0.193429 0.185251 0.184541 0.169045 0.165346 0.154809
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14960000000000004 0.14753000000000002 0.40945500000000007 -0.10607499999999999 0.082865000000000008 1.0000000180025095e-35 0.085345000000000018 0.09141500000000001 -0.52556499999999995 -0.13927999999999999 -0.061629999999999997 0.090100000000000013 0.0082450000000000006 -0.41942499999999994 -0.14454499999999995 -0.016324999999999996 -0.053364999999999996 0.0061450000000000003 1.0000000180025095e-35 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 -5 -6 15 12 -4 14 16 19 24 18 -15 -7 27 28 -20 -13 -1 -14 -10 -19 -3 -25
right_child=1 2 7 8 9 10 -8 -9 26 -11 -12 23 25 17 -16 -17 -18 20 22 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0008830659696701862 0.00079004343211222863 0.00015264225511559061 0.00029243750621377093 0.00069523711910099645 0.00070581223647984894 0.0008372426985549181 0.0010440248876840829 0.00033491685997376884 0.00040164304002389021 0.00030509806041806645 0.0003451102919283788 -2.4195675873403052e-05 0.00010211162848909403 0.00113347228668651 0.00092346716160867726 0.00043303146103986585 0.00046532974667227534 0.00078276641833798573 0.00083483869676593007 0.00069293722951104539 0.00061581515706114471 0.00038126837749939479 0.00071292409921368607 -0.00010820362285948268 0.0006377049998130673 -6.9762662781931294e-05 0.00018872696921440942 0.00065077536346124496 0.00026810222719410927 -0.00031712325119407346
leaf_weight=21 71 99 44 34 71 62 76 37 34 30 26 32 36 21 35 28 58 414 1091 351 38 33 59 25 30 73 29 41 92 30
leaf_count=21 71 99 44 34 71 62 76 37 34 30 26 32 36 21 35 28 58 414 1091 351 38 33 59 25 30 73 29 41 92 30
internal_value=0 0.00026533 0.000203445 0.000770486 0.00034346 0.000784084 0.000810592 3.91678e-05 0.000440897 0.000586788 0.000677147 -6.4269e-06 7.48405e-05 0.000800779 0.000673514 0.000696723 0.000593254 0.000811792 0.000834052 0.000714601 0.000758921 0.000233745 0.000828584 -0.000149345 0.000738736 -1.29968e-05 0.000303634 0.000770873 0.000208256 -0.00022216
internal_weight=0 673 602 2448 325 2351 1884 277 97 101 467 240 153 1808 144 441 109 1664 1171 413 493 224 1150 87 51 109 63 455 191 55
internal_count=3121 673 602 2448 325 2351 1884 277 97 101 467 240 153 1808 144 441 109 1664 1171 413 493 224 1150 87 51 109 63 455 191 55
is_linear=0
shrinkage=0.00196078


Tree=5891
num_leaves=31
num_cat=0
split_feature=4 3 9 149 123 40 4 3 0 44 2 0 1447 1212 16 0 133 13 1211 4 1213 484 484 2 1 12 402 12 12 403
split_gain=0.500044 0.153205 0.118417 0.0857845 0.0790756 0.072355 0.0753189 0.086339 0.0893519 0.0687082 0.0590373 0.0559598 0.144125 0.0570697 0.0722367 0.0578258 0.184895 0.0625171 0.0569269 0.0745424 0.0630815 0.0558874 0.0698514 0.0528515 0.161595 0.0790665 0.103618 0.0745093 0.0742597 0.0723648
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.083965000000000012 0.051255000000000002 -0.082249999999999976 0.11296500000000002 -0.019414999999999998 0.081805000000000017 0.25063000000000007 -0.087519999999999987 -0.085804999999999979 0.089995000000000019 -0.079734999999999986 -0.086284999999999987 -0.015929999999999996 -0.085669999999999982 0.078255000000000005 -0.52556499999999995 -0.085049999999999987 0.096415000000000015 0.093095000000000025 0.087625000000000022 0.083345000000000016 0.093965000000000007 0.12527000000000002 0.09474500000000001 0.082480000000000012 -0.10197999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 6 11 8 9 23 21 -4 -13 15 -15 16 -14 -17 19 -19 -21 22 -2 25 -25 26 29 -27 -26 -8
right_child=3 -3 5 -5 -6 -7 7 -9 -10 -11 -12 12 13 14 -16 17 -18 18 -20 20 -22 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=-0.0028783077829178765 0.002176800760207698 0.0018609614074618246 0.0095941236567736246 0.0076279180664901762 0.0051982458197960156 0.0018070904450723903 0.0035897272378206252 0.0008509916839478859 0.0011101937700004783 0.01154426616580727 -0.0031426963004791602 -0.00033129884861409664 0.004634188846684993 0.006858979834036695 -0.00036396518349647523 0.0031321962243847307 0.018231790205463765 0.013564287090823357 0.0025691809889394793 0.011274260532544843 0.0072556308521179967 -0.0023052393279504031 0.0081760629878512448 0.0063675464545387478 0.0037475308661949107 -0.00020868551370728275 0.014551538387095206 0.0058783649412180242 -0.0023224126994609833 0.0075533079839916889
leaf_weight=22 256 75 106 28 27 32 50 29 32 26 22 25 20 45 20 31 20 23 20 44 348 25 21 857 104 23 20 160 25 585
leaf_count=22 256 75 106 28 27 32 50 29 32 26 22 25 20 45 20 31 20 23 20 44 348 25 21 857 104 23 20 160 25 585
internal_value=0 0.00631899 0.0064431 0.00231753 0.00157204 0.00653333 0.00659121 0.00626581 0.00634925 0.00643987 0.0018586 0.00747703 0.0071005 0.00742589 0.00463654 0.0077842 0.011433 0.007471 0.00778021 0.00803134 0.0077067 0.00222294 0.00263162 0.00636711 0.00587086 0.006951 0.00746443 0.00511333 0.00257119 0.00724122
internal_weight=0 2769 2694 352 49 2645 2613 1911 1882 1850 324 702 596 571 65 506 40 466 435 415 392 302 277 1824 986 838 655 183 129 635
internal_count=3121 2769 2694 352 49 2645 2613 1911 1882 1850 324 702 596 571 65 506 40 466 435 415 392 302 277 1824 986 838 655 183 129 635
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=31
num_cat=0
split_feature=1 123 44 15 3 13 15 3 2 49 1 16 1 10 2 10 4 4 0 43 3 51 12 1204 1204 0 42 150 47 12
split_gain=0.409318 0.117719 0.0801116 0.0776175 0.0757998 0.106183 0.135326 0.0642405 0.0621032 0.0688843 0.0607216 0.151894 0.0896258 0.0595254 0.0791694 0.0825037 0.0591089 0.0874212 0.0543347 0.0744125 0.114602 0.082358 0.11598 0.0507893 0.0524494 0.0505767 0.0605266 0.0559501 0.0501318 0.0487923
threshold=0.11910500000000002 1.0000000180025095e-35 0.081805000000000017 -0.24436499999999997 0.11296500000000002 -0.42195999999999995 -0.0058549999999999991 0.13524500000000003 0.087625000000000022 -0.090734999999999982 0.088485000000000022 0.38525000000000004 0.091615000000000016 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 -0.029144999999999997 0.022185000000000003 -0.073309999999999986 -0.088909999999999989 -0.082689999999999986 -0.11559499999999999 0.094070000000000015 -0.082759999999999986 -0.068659999999999985 0.062580000000000011 0.086835000000000009 -0.088479999999999989 0.11518500000000002 -0.42850999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 8 -6 7 -7 9 -1 23 12 -12 14 15 -2 -14 -18 -11 -20 -21 -22 -23 -10 -25 27 -27 -26 -17 -16
right_child=13 3 -4 -5 5 6 -8 -9 10 18 11 -13 16 -15 29 28 17 -19 19 20 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.010918236003172668 0.0009282273843079262 -0.0025846183033926147 0.011075696959320841 0.0039231343236881206 0.0087113819047808638 0.007032327492849837 -0.0056203274965463653 3.8132379995658996e-05 0.010481276772729458 0.0065388431034277402 -0.0035125530213117604 0.0073763552545960927 0.0077551040015268052 -0.0013119210797847938 0.0061472984962165356 0.00952415438053625 -0.002680250777796443 0.0040034066903619813 -0.00089087543628093863 0.0097304881939369193 0.007987455777823926 -0.0050095574406441301 0.0045365142833075625 0.00067905793853458908 0.011005721460761769 -0.00025671654846519236 0.0062696013692335253 0.0057862775141812898 0.0036950712301477328 0.00094927962677257875
leaf_weight=33 33 21 29 144 25 29 21 24 22 1032 25 80 22 46 20 36 28 65 22 41 25 20 35 21 21 30 27 933 25 186
leaf_count=33 33 21 29 144 25 29 21 24 22 1032 25 80 22 46 20 36 28 65 22 41 25 20 35 21 21 30 27 933 25 186
internal_value=0 0.0056853 0.00584906 0.00309487 0.00579033 0.00307687 0.00117332 0.00386514 0.00589856 0.00641226 0.00541148 0.00390037 0.00191409 0.00203769 0.0025513 0.00495615 0.0030938 0.00199112 0.00628571 0.00445891 0.0054316 0.00322842 0.00106522 0.00572689 0.00562554 0.00572828 0.0028347 0.00590117 0.00713519 0.00145394
internal_weight=0 2775 2610 165 2581 99 74 53 2482 1208 1274 220 140 346 300 94 115 93 1175 143 121 80 55 1054 1032 1011 57 954 61 206
internal_count=3121 2775 2610 165 2581 99 74 53 2482 1208 1274 220 140 346 300 94 115 93 1175 143 121 80 55 1054 1032 1011 57 954 61 206
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=31
num_cat=0
split_feature=4 3 9 149 123 4 0 11 0 16 49 2 51 151 10 484 160 43 0 1447 42 1212 13 1209 131 481 132 1204 132 13
split_gain=0.334991 0.107838 0.0828243 0.0713978 0.0623313 0.0563524 0.0810054 0.0676486 0.0681954 0.103388 0.0725821 0.0680513 0.0557881 0.0669841 0.0480313 0.0571215 0.0514112 0.0552434 0.0476812 0.109787 0.0465589 0.0434015 0.0662165 0.0514282 0.0905665 0.0580317 0.0567678 0.100186 0.0875615 0.0468796
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.083965000000000012 -0.082249999999999976 -0.036484999999999997 1.0000000180025095e-35 -0.11173999999999999 -0.0092699999999999987 -0.0020949999999999996 0.10912000000000001 0.078435000000000019 -0.0064299999999999991 -0.079859999999999987 0.096415000000000015 -0.076689999999999994 -0.0064299999999999991 -0.087519999999999987 -0.085804999999999979 0.088575000000000015 0.089995000000000019 -0.010384999999999998 0.083050000000000013 0.094300000000000009 -0.081539999999999987 -0.083284999999999984 -0.084344999999999989 -0.0021499999999999996 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 -1 18 7 8 9 11 -11 12 -7 -14 -2 16 17 -16 20 -20 -4 23 -23 25 -25 -21 27 -27 -28 -24
right_child=3 -3 5 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 21 -22 22 29 24 -26 26 28 -29 -30 -31
leaf_value=-0.0027985914938405835 -0.0018630030657499075 0.0013820253785427972 0.0066138424840436819 0.0066917387169918843 0.0043720504404821748 0.005024781426284596 0.001130156033188821 0.0090994671219959862 0.0052772712939417373 0.0033034487355810905 -0.0043956000432372093 0.0098919065513958532 0.0047821749364957214 -0.0024674282659991431 0.0021439486075765812 -0.0027898656328034124 0.0016418392432497231 0.0089526270476529713 -0.00076509915664792064 0.0099791739957735826 0.011140063770510482 -0.0008904889606955376 0.0093955423944862559 0.014559187320992352 0.0055309089438524105 0.0035901343947361136 -0.0011829839015263133 0.012413801421080867 0.0056170404866125873 0.0027757077680333805
leaf_weight=22 39 75 73 28 27 122 52 42 1604 24 25 21 25 26 26 24 213 22 25 34 33 22 20 20 25 22 20 31 356 23
leaf_count=22 39 75 73 28 27 122 52 42 1604 24 25 21 25 26 26 24 213 22 25 34 33 22 20 20 25 22 20 31 356 23
internal_value=0 0.00512221 0.00522633 0.00184707 0.00115258 0.0053018 0.00502382 0.005131 0.00504076 0.00347962 -0.000624637 0.00451626 0.00386373 0.0010863 0.00142839 0.00187879 0.00230809 0.00526459 0.00606823 0.00572174 0.00802295 0.00600476 0.00357171 0.00631607 0.00954348 0.0060024 0.00568722 0.00875115 0.00525534 0.0058547
internal_weight=0 2769 2694 352 49 2645 1941 1889 1847 243 49 194 173 51 324 285 261 48 704 598 106 573 65 508 45 463 429 53 376 43
internal_count=3121 2769 2694 352 49 2645 1941 1889 1847 243 49 194 173 51 324 285 261 48 704 598 106 573 65 508 45 463 429 53 376 43
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=31
num_cat=0
split_feature=1 123 33 15 48 44 147 148 147 1 10 2 10 4 133 0 14 0 2 49 1424 15 400 157 49 16 479 130 474 156
split_gain=0.281179 0.0874757 0.0663859 0.0635845 0.0532358 0.0521137 0.0530207 0.0712691 0.0668913 0.0492936 0.0489608 0.0475341 0.0628932 0.0465259 0.0428807 0.0450627 0.0560364 0.0538388 0.0419369 0.0407802 0.0404696 0.0406598 0.0646085 0.0612214 0.0598001 0.0494883 0.0611289 0.0540742 0.0657275 0.0920587
threshold=0.12000500000000001 1.0000000180025095e-35 0.082285000000000011 -0.24436499999999997 0.13765500000000006 0.081805000000000017 0.089365000000000014 -0.07546499999999999 0.092780000000000015 0.16773500000000005 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.51164000000000009 -1.0000000180025095e-35 -0.079119999999999982 -0.24758499999999997 -0.10474999999999998 -0.020134999999999997 0.10910000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.077004999999999976 -0.0091799999999999989 0.085970000000000005 -0.10850999999999998 0.088785000000000017 -0.081379999999999994 0.083685000000000023 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 20 8 -8 10 11 12 -2 -12 -13 17 -17 19 -5 -16 21 22 24 -23 -1 -24 27 -27 -29 -30
right_child=9 3 -4 18 -6 -7 7 -9 -10 -11 13 14 -14 -15 15 16 -18 -19 -20 -21 -22 23 25 -25 -26 26 -28 28 29 -31
leaf_value=-0.0024991498308596562 0.00085165565096758657 -0.0023666335774275168 0.01021855683277615 -0.00028615944486643587 -0.00031239789788655586 0.0091973734697183753 0.00026654037979564497 -0.0025929544212134636 0.0081569223384245892 -0.0029315133194398623 -0.004793768994277344 -0.0026737206278167752 0.0064862794851740973 0.0018010455092577185 0.003861826964861688 0.0081121502987419568 0.0021473661017057206 -0.0040277910086193259 0.0040221829944518828 -0.0017427956266328694 0.0081982752746518929 0.0099603024777024998 0.0057745923980404741 0.0050511052900150235 0.0042831847085975684 -0.00060670844871889458 -0.0011552191505740798 0.0038897119528131987 0.0074507165812698582 0.0038149324625838242
leaf_weight=26 32 24 22 28 21 26 21 23 22 23 20 22 52 23 37 21 63 21 117 20 34 26 242 1106 26 22 21 701 145 134
leaf_count=26 32 24 22 28 21 26 21 23 22 23 20 22 52 23 37 21 63 21 117 20 34 26 242 1106 26 22 21 701 145 134
internal_value=0 0.00460613 0.00474847 0.00240109 0.00470211 0.00474301 0.00469757 0.00190018 0.00430348 0.00153572 0.00186609 0.00236868 0.00433976 -0.00126631 0.00146883 0.0020314 0.00363856 0.000300616 0.00319023 0.00189529 0.00477193 0.00472436 0.0043466 0.00516386 0.000892017 0.00448861 0.00418439 0.0042963 0.00440637 0.0057045
internal_weight=0 2787 2618 169 2596 2575 2549 66 43 334 311 268 84 43 184 162 84 78 145 57 2483 2449 1317 1132 52 1265 1023 1002 980 279
internal_count=3121 2787 2618 169 2596 2575 2549 66 43 334 311 268 84 43 184 162 84 78 145 57 2483 2449 1317 1132 52 1265 1023 1002 980 279
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 14 48 2 2 4 1 2 4 1 1 0 47 0 15 0 160 1 12 3 131 1
split_gain=28.7784 4.69336 2.8853 2.7431 1.75558 1.57165 0.881884 0.838305 0.795697 0.632118 0.598772 0.571925 0.569912 0.536597 0.392972 0.335825 0.299038 0.324817 0.302061 0.279406 0.270281 0.250714 0.633138 0.370023 0.238919 0.226206 0.22069 0.204533 0.199898 0.244449
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.14122000000000004 0.13082500000000002 0.077845000000000011 0.062655000000000016 -0.015314999999999997 0.11474000000000002 0.14285500000000004 0.27834500000000006 0.091450000000000017 -0.0091949999999999983 -0.013125 0.075045000000000014 0.093100000000000002 -0.019414999999999998 0.090100000000000013 -0.10607499999999999 -0.10469999999999999 -0.14226499999999997 -0.067824999999999983 0.11829500000000003 0.095780000000000018 -0.010424999999999999 0.082750000000000004 0.15618500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 10 12 -5 14 -7 25 13 -4 21 -16 17 19 26 -12 -3 22 -1 -24 -15 -6 -18 -26 29 -14
right_child=1 2 7 8 11 6 -8 -9 -10 -11 16 -13 28 24 15 -17 18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0012008406787964642 0.0010296215818998481 0.0005060748399684955 0.00059285334270689103 0.00097722152785426758 0.00099109866168435828 0.00070707618873688133 0.00068293188029159939 0.00064614370181692517 0.00058531190074702908 0.0012646070128373901 0.0010190567405250971 0.00058148173292721405 0.00023302148527769439 0.00049831331671808688 0.00075573526528695473 0.001011292050686717 0.0010109314801506248 0.0011235863371176881 0.00074730239613772997 0.00084758475286961688 0.00069824604940641084 0.0010831445710904224 0.00096695112703178328 0.0006416377209711308 0.00039214667859578542 0.00074873090666883134 0.00090272110743064651 0.00018891058237636505 0.00037825151488148404 -1.4935325392905403e-06
leaf_weight=32 74 191 39 28 57 30 41 34 69 62 243 24 54 23 22 195 167 99 27 43 33 1201 41 20 32 20 128 47 20 25
leaf_count=32 74 191 39 28 57 30 41 34 69 62 243 24 54 23 22 195 167 99 27 43 33 1201 41 20 32 20 128 47 20 25
internal_value=0 0.000563755 0.000506202 0.00102158 0.000631155 0.00103491 0.000962822 0.000357992 0.00069844 0.00107056 0.000978393 0.00084577 0.00031717 0.000397234 0.0010626 0.000985383 0.000989905 0.00102678 0.000945811 0.000993276 0.000534386 0.00107555 0.000977469 0.000860291 0.000322438 0.000928146 0.000963979 0.000271234 0.00020314 0.000158808
internal_weight=0 673 599 2448 325 2351 778 274 97 1573 737 101 240 141 1511 217 707 385 322 286 224 1294 93 61 102 77 295 79 99 79
internal_count=3121 673 599 2448 325 2351 778 274 97 1573 737 101 240 141 1511 217 707 385 322 286 224 1294 93 61 102 77 295 79 99 79
is_linear=0
shrinkage=0.00196078


Tree=5896
num_leaves=31
num_cat=0
split_feature=1 2 124 13 2 151 150 39 133 16 3 13 3 2 49 2 12 4 49 484 1424 123 42 483 484 42 1429 48 3 49
split_gain=0.3091 0.0943861 0.0615183 0.0587395 0.0796195 0.0640071 0.0576634 0.0574435 0.051779 0.050811 0.0460595 0.0598446 0.0532595 0.0459005 0.073103 0.0448603 0.0409062 0.0407506 0.0403998 0.0403254 0.0400543 0.0399926 0.039462 0.0373292 0.0608068 0.0511955 0.0504681 0.100135 0.0791261 0.0574956
threshold=0.12000500000000001 0.10005000000000001 -0.083859999999999976 -0.08971999999999998 0.15609500000000001 -0.098364999999999994 1.0000000180025095e-35 0.0046100000000000004 0.086990000000000012 -0.013024999999999998 0.30112000000000005 -0.47860499999999995 0.12745000000000004 0.10644500000000001 -0.054984999999999992 0.10136500000000002 -0.26532499999999998 -0.55119499999999988 0.10347500000000003 0.096415000000000015 1.0000000180025095e-35 0.08592000000000001 0.095565000000000011 -0.070084999999999981 -0.086964999999999987 0.086555000000000007 0.084770000000000012 -0.089814999999999992 -0.094874999999999987 -0.008964999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 21 5 -5 15 17 -1 -9 12 16 -2 -8 -15 -7 -12 -4 19 -17 23 22 -3 24 -19 -26 27 -25 -28 -29
right_child=10 3 7 4 -6 6 13 9 -10 -11 11 -13 -14 14 -16 18 -18 20 -20 -21 -22 -23 -24 26 25 -27 28 29 -30 -31
leaf_value=0.0046018714177594316 0.0018214307524453831 0.001711932915907698 0.0095911127557470055 0.0088538108407660871 -0.0016904927657118867 0.00082064715014504546 -0.0024721107748337089 0.0056385636491620029 -0.00073816504872714487 0.012360741052014585 0.0048652394674718385 -0.0031400320824617762 0.0059037582896723367 0.007571375163804208 -0.0005891929684287828 0.0051715655278434507 -0.00055403411233176793 0.0050291622441727673 0.0031604270883467604 0.0095080269439874795 0.009715057376306506 -0.0021712458436377348 0.006697507714852691 0.011925831881605765 0.011952301987912507 0.0059126978898420939 -0.0022387844390797675 0.0035353319473668109 0.0044555383795676267 0.0053507508792229692
leaf_weight=46 201 77 22 33 21 28 20 23 30 22 26 39 38 21 23 317 30 80 98 23 20 20 20 22 32 25 23 198 76 1467
leaf_count=46 201 77 22 33 21 28 20 23 30 22 26 39 38 21 23 317 30 80 98 23 20 20 20 22 32 25 23 198 76 1467
internal_value=0 0.00494938 0.00528674 0.0039455 0.00435523 0.00458073 0.00431467 0.00539234 0.00249396 0.00892496 0.00173013 -0.000132485 0.0024705 0.00150008 0.00330562 0.00470123 0.00196206 0.00531144 0.0049493 0.00546491 0.00526298 0.00190038 0.00273989 0.00521668 0.00680748 0.00930335 0.00509465 0.00522342 0.00290029 0.00513486
internal_weight=0 2787 2086 701 584 563 530 2010 76 45 334 95 239 64 44 466 56 1965 438 340 1943 117 97 1923 137 57 1786 1687 99 1665
internal_count=3121 2787 2086 701 584 563 530 2010 76 45 334 95 239 64 44 466 56 1965 438 340 1943 117 97 1923 137 57 1786 1687 99 1665
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 2 4 1 14 0 15 10 12 151 12 12 12 11 3 4 4 15 4 51 14
split_gain=20.4527 3.64378 2.06525 1.59859 1.30456 0.926585 0.752728 0.610818 0.549499 0.441304 0.390708 0.450214 0.384118 0.281468 0.250183 0.248322 0.34949 0.240781 0.205143 0.188571 0.186021 0.178533 0.230314 0.191446 0.191308 0.174045 0.172128 0.166569 0.164656 0.141257
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.14122000000000004 0.11474000000000002 0.09253500000000002 0.14753000000000002 0.27834500000000006 0.086920000000000011 0.062655000000000016 -0.23091999999999999 -0.41942499999999994 -0.38124499999999995 0.08401500000000002 -0.088784999999999989 0.10061500000000002 -0.094384999999999983 0.11734000000000001 1.0000000180025095e-35 -0.11171999999999999 -0.07712999999999999 0.055260000000000011 0.024640000000000006 0.0067750000000000006 -1.0000000180025095e-35 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 12 10 14 19 -5 11 -4 13 -1 -7 -12 -17 -14 -3 -6 -20 22 23 24 -16 -21 28 -19 -24 -13
right_child=1 2 6 9 8 7 -8 -9 -10 -11 15 29 17 -15 21 16 -18 27 20 25 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093700515710708079 0.0009104208611297902 0.0006029686755409428 0.00052810973542007425 0.00081735857200595065 0.00091023221148765006 0.00064420034181949257 0.00059013595793714073 0.00060909296056796413 0.00048916153265598757 0.00053858220564067963 0.00032210024165026113 0.00041955477334376353 0.00076807805851548732 0.0010807859103416164 0.00085306852319153167 0.00027608057783514849 -3.7824380937415884e-05 0.00090817978786372658 0.0006139246824706404 0.00085034225501266173 0.00042590231911421002 0.00074464156788540319 0.00101840610554362 0.00086701574873376851 0.00059085724473583931 0.00059166366124854374 0.0011297847768839669 0.00075785094880364049 0.00079264044253519225 0.00025005355379050729
leaf_weight=1085 76 40 40 34 41 21 37 41 26 61 32 24 68 55 23 25 30 330 23 20 168 47 27 544 20 20 20 31 23 89
leaf_count=1085 76 40 40 34 41 21 37 41 26 61 32 24 68 55 23 25 30 330 23 20 168 47 27 544 20 20 20 31 23 89
internal_value=0 0.000505381 0.000455328 0.000887686 0.000558191 0.00089783 0.000329812 0.000841928 0.000737176 0.000638355 0.000289679 0.000349336 0.000925122 0.000943942 0.000855095 0.000184764 0.00010486 0.00087511 0.000475284 0.000816786 0.000448544 0.000861386 0.000869738 0.00085706 0.00073111 0.000721003 0.000976048 0.000895271 0.000914554 0.000286054
internal_weight=0 691 615 2430 338 2335 277 766 107 95 240 153 1569 1140 725 87 55 429 231 81 191 704 657 587 43 40 70 361 50 113
internal_count=3121 691 615 2430 338 2335 277 766 107 95 240 153 1569 1140 725 87 55 429 231 81 191 704 657 587 43 40 70 361 50 113
is_linear=0
shrinkage=0.00196078


Tree=5898
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 2 44 49 1 10 3 42 130 11 40 4 42 0 4 0 2 1456 1446 16 1446 4 403 403 13 402
split_gain=0.332705 0.105845 0.0833237 0.0627034 0.0587087 0.05118 0.0445047 0.043768 0.0598667 0.0626541 0.0706824 0.0427293 0.0439554 0.0514321 0.048677 0.0441196 0.0833435 0.0741298 0.119579 0.174411 0.0745924 0.0602982 0.10272 0.0566683 0.0510163 0.0507479 0.0569061 0.120407 0.0546554 0.0576741
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 -0.020134999999999997 0.081805000000000017 -0.046979999999999987 0.12165500000000001 -0.15926999999999997 0.51139500000000016 0.11934000000000002 -0.11198999999999999 0.096970000000000015 -0.037979999999999993 -0.082769999999999982 0.097020000000000009 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.084305000000000005 -0.084149999999999989 0.086015000000000008 -0.070454999999999976 0.083715000000000026 -0.082349999999999993 -0.52445499999999989 -0.53960999999999981 0.0049450000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 11 -2 -9 -10 -11 12 -1 14 -14 16 21 18 19 -17 -20 -16 24 -22 -23 -19 27 -27 29 -28
right_child=3 -3 -4 -5 5 -7 -8 8 9 10 -12 -13 13 -15 15 17 -18 25 20 -21 23 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0090268416330218319 -0.0016909044821084918 0.0014485225579701365 -0.00073605768949441298 0.0064301530431423864 2.4772426113486292e-05 0.0044103914870763086 0.0088178801864973802 0.0036108332773678257 0.0054055674525443466 0.0007886778500723877 -0.005628696959465742 0.003405088034265165 0.0099369684428287051 0.0011451110177274262 0.010292801029475718 0.003960911333452651 0.012348559255977828 0.0010032856854825067 0.010798437446355821 -0.006293715554272274 0.0053404354253628605 0.0057347685484462514 -0.0011694695581571154 -0.00065038234461098918 0.010282305625374787 0.0059497711342272747 0.0078438994443313561 -0.0034404795955527917 0.004015971454333302 0.0055959068831577122
leaf_weight=34 38 75 23 28 35 111 38 121 24 121 20 106 24 28 30 43 21 26 20 27 75 482 21 20 26 36 127 22 193 1126
leaf_count=34 38 75 23 28 35 111 38 121 24 121 20 106 24 28 30 43 21 26 20 27 75 482 21 20 26 36 127 22 193 1126
internal_value=0 0.00515398 0.00525714 0.00189003 0.00530875 0.00335904 0.00542148 0.00149767 0.00192133 0.000682362 -0.000121588 0.00536959 0.00545705 0.00540533 0.00545677 0.00540992 0.00616387 0.00515494 0.00326423 5.55525e-06 0.00524777 0.00593153 0.0056842 0.00407921 0.00596752 0.00538355 0.00545928 0.00238795 0.00558247 0.00582376
internal_weight=0 2769 2694 352 2671 146 2525 324 286 165 141 2487 2381 2347 2319 2295 580 1715 185 70 115 559 529 95 508 1530 1504 58 1446 1253
internal_count=3121 2769 2694 352 2671 146 2525 324 286 165 141 2487 2381 2347 2319 2295 580 1715 185 70 115 559 529 95 508 1530 1504 58 1446 1253
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 2 14 2 42 2 4 16 1 3 2 132 15 48 3 3 47 39 2 11 3 12 4 131
split_gain=11.5439 1.98223 1.21358 0.98408 0.613616 0.546471 0.3346 0.325027 0.305686 0.299645 0.282792 0.267112 0.38422 0.234175 0.223663 0.343728 0.243721 0.200809 0.173597 0.179366 0.169903 0.163605 0.149295 0.137784 0.135529 0.160315 0.133295 0.127539 0.117432 0.109425
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 -1.0000000180025095e-35 0.11474000000000002 0.062655000000000016 0.14960000000000004 -0.0060199999999999993 0.14753000000000002 0.40945500000000007 -0.52595999999999987 0.080270000000000022 -0.12018999999999998 0.090050000000000005 0.08764000000000001 -0.41942499999999994 0.090085000000000012 -0.13927999999999999 -0.096099999999999977 0.10648500000000001 0.08456000000000001 0.10060500000000001 0.08326500000000002 0.0068900000000000012 0.09202500000000001 -0.0070899999999999991 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 8 -4 28 14 13 -5 12 26 -7 -1 -16 -17 18 -13 -20 24 -22 -3 -12 -15 -26 -8 -23 -6 -2
right_child=1 2 6 10 7 9 11 -9 -10 -11 23 17 -14 20 15 16 -18 -19 19 -21 21 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00071586601194333207 0.00073873031251714145 0.00035839854391450128 0.00046818121350447606 0.000681979340997503 0.0007478493324069638 0.00044315745784482814 0.00030527611922160616 0.00036924805971168734 0.00083254269410331717 0.00043122426580025238 0.00028979327493146355 0.00023898566268759207 0.00021510515833337879 0.00087845322986443832 0.00047029215633051979 0.00068853743818766706 0.00046768575212826919 0.0003180182204354836 -0.0001036865507138599 0.00013995530971552093 0.00051689725109713364 0.00069887162917161726 0.00052525300249927395 0.00047984119280575113 0.00054941318112005505 0.00076730364867474705 0.00050621584344661362 0.00062776496498004092 0.00057591401217948828 0.00056894784756735266
leaf_weight=1139 54 199 26 22 21 21 22 26 70 26 20 23 105 20 32 487 20 21 21 26 38 144 23 55 20 37 30 297 56 20
leaf_count=1139 54 199 26 22 21 21 22 26 70 26 20 23 105 20 32 487 20 21 21 26 38 144 23 55 20 37 30 297 56 20
internal_value=0 0.000390084 0.000352682 0.000680046 0.000433719 0.000688031 0.000256561 0.000558801 0.000705589 0.000637134 0.000486502 0.000234375 0.000283367 0.000646412 0.000700293 0.000667386 0.000679825 0.000149851 9.94013e-05 3.10941e-05 0.000654089 0.000640346 0.000375685 0.000429162 0.000739579 0.000690851 0.000421203 0.000650983 0.000622805 0.000692843
internal_weight=0 673 599 2448 325 2351 274 103 1748 603 97 248 157 577 1678 539 507 91 70 47 556 479 222 75 77 57 52 441 77 74
internal_count=3121 673 599 2448 325 2351 274 103 1748 603 97 248 157 577 1678 539 507 91 70 47 556 479 222 75 77 57 52 441 77 74
is_linear=0
shrinkage=0.00196078


Tree=5900
num_leaves=31
num_cat=0
split_feature=1 12 1 1 12 12 2 4 4 4 4 3 14 47 4 3 15 47 1 49 40 0 16 4 16 151 2 2 3 16
split_gain=25.6922 2.97409 2.78752 1.72799 1.62512 1.04365 0.900341 0.997642 0.885916 0.775689 0.530102 0.510032 0.424135 0.378542 0.390934 0.56803 0.305277 0.281632 0.259519 0.256038 0.214943 0.209953 0.22447 0.202074 0.200852 0.19143 0.188829 0.457761 0.167896 0.239944
threshold=0.10752500000000002 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.085055000000000006 0.091475000000000015 0.14285500000000004 0.40945500000000007 -0.16363499999999997 0.40124500000000002 0.033845000000000007 -0.11171999999999999 0.076175000000000007 0.077555000000000013 -0.064054999999999987 0.092670000000000016 0.13592500000000005 0.080455000000000013 0.16175000000000003 -0.085174999999999987 -0.065259999999999999 -0.11173999999999999 -0.43320999999999993 -0.0070899999999999991 -0.090344999999999995 -0.059889999999999992 0.10981000000000002 -1.0000000180025095e-35 -0.14186499999999996 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 26 12 7 20 -5 23 16 -1 21 14 -13 -16 28 19 -8 -10 -4 22 -3 -6 -21 -26 27 -2 -7 -30
right_child=2 5 6 8 9 10 18 -9 17 -11 -12 13 -14 -15 15 -17 -18 -19 -20 24 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00049991338124160192 0.000307816344909096 0.00083446230457610436 0.00028233565536199833 0.00080929855420799066 0.00083165342482053001 0.00089758366612373536 0.00011380137055949967 0.00016111045095017803 0.00060105843453848063 0.0003720134825076079 0.0006703682572174913 0.00089080706708321048 0.0010473754885785111 0.0009873700035991622 0.00075631970567639913 0.00040767597210545378 0.00057471866726570417 0.00060755721488729589 -0.00012376814077935327 0.00047216840179673593 0.00051806307386133396 0.00086123636487009023 0.0005780378000047249 0.00064684552304884973 0.00038811395782774441 0.0001697041714508506 0.00031626157004782229 0.00068038155704764529 0.00083456480369800332 0.0007564202733400889
leaf_weight=26 32 35 20 31 46 67 90 99 21 29 156 56 46 32 98 22 23 33 22 40 58 1156 21 45 36 27 128 21 292 313
leaf_count=26 32 35 20 31 46 67 90 99 21 29 156 56 46 32 98 22 23 33 22 40 58 1156 21 45 36 27 128 21 292 313
internal_value=0 0.000796629 0.000342264 0.000646369 0.000474326 0.000826695 0.000204718 0.000291776 0.000506387 0.000651271 0.000773662 0.000758833 0.00086257 0.000791198 0.000755531 0.000692402 0.000796848 0.000446576 6.71359e-05 0.000403735 0.00045762 0.000855556 0.000738303 0.000740265 0.000363503 0.00029451 0.000357014 0.000455437 0.00080445 0.000794136
internal_weight=0 2531 590 422 301 2109 289 177 188 120 851 234 1258 208 176 120 695 157 112 124 78 1212 56 91 103 63 181 53 672 605
internal_count=3121 2531 590 422 301 2109 289 177 188 120 851 234 1258 208 176 120 695 157 112 124 78 1212 56 91 103 63 181 53 672 605
is_linear=0
shrinkage=0.00196078


Tree=5901
num_leaves=31
num_cat=0
split_feature=4 3 9 160 4 13 51 158 0 2 48 42 1213 1375 133 0 159 1453 42 2 3 15 1 157 1429 131 13 0 1 52
split_gain=0.403523 0.126195 0.0900684 0.0607455 0.0574221 0.0876722 0.0897132 0.0777694 0.0688203 0.0563447 0.0556435 0.0619727 0.0563858 0.0579611 0.0605206 0.0519027 0.0500164 0.0762359 0.0669105 0.060928 0.0492774 0.0492429 0.0736537 0.0491241 0.0782931 0.0477505 0.0558107 0.0646112 0.0788955 0.0476709
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 -0.059649999999999988 -0.077799999999999994 0.24916000000000002 -0.14117999999999997 -0.010949999999999998 0.25063000000000007 0.10911000000000001 -0.069529999999999995 0.052820000000000013 -0.012484999999999998 0.084655000000000022 -0.099059999999999995 0.11109000000000001 -1.0000000180025095e-35 0.084635000000000016 0.091185000000000002 -0.082094999999999987 -1.0000000180025095e-35 0.079415000000000013 -0.086989999999999984 0.083725000000000008 0.023795 0.11217000000000001 1.0000000180025095e-35 0.11955000000000002 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 16 7 -7 10 25 11 29 13 -13 21 -4 17 20 19 23 -6 -15 -23 -19 -25 26 27 28 -2 -9
right_child=9 -3 4 -5 5 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013295567417838453 0.0047470657570283063 0.0016839384254223357 0.0088030611809945727 0.00583420315058902 0.013349354691588537 0.00028129409560385873 -0.0016700841686023132 0.0056161832123533938 -0.00033302033023739408 -0.0025418273687440283 0.0087899609720228575 -0.00044619404666480566 -0.00064101305213712509 0.0050767929716362152 0.0031543678650930414 0.0062424474403783058 0.002943799045169726 0.010666772566976087 0.0055653556411524715 0.012921642380851237 0.0070656367655222612 0.0045105682168569833 0.011602529681113083 0.0076242116748750826 0.00069546441968885205 5.0592482618342804e-05 -0.0011427824036218226 0.0072974787648910511 0.00072921268749601576 0.0089555064947426065
leaf_weight=29 103 75 85 20 26 34 21 171 22 24 44 21 21 204 127 1152 40 31 390 22 24 27 32 73 21 65 28 39 93 57
leaf_count=29 103 75 85 20 26 34 21 171 22 24 44 21 21 204 127 1152 40 31 390 22 24 27 32 73 21 65 28 39 93 57
internal_value=0 0.00572996 0.0058426 0.00159443 0.0059213 0.00548457 0.00477754 0.0049557 0.00517461 0.00213538 0.00534673 0.00511718 0.00441321 0.00467145 0.00494702 0.0064184 0.00636526 0.00659841 0.00625066 0.00806883 0.0103332 0.00581267 0.00835706 0.00721474 0.0060763 0.00247761 0.00307745 0.00358028 0.00284064 0.00645101
internal_weight=0 2769 2694 49 2645 1408 781 760 726 352 704 660 432 411 390 1237 627 587 537 147 50 263 59 125 94 328 263 235 196 228
internal_count=3121 2769 2694 49 2645 1408 781 760 726 352 704 660 432 411 390 1237 627 587 537 147 50 263 59 125 94 328 263 235 196 228
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=31
num_cat=0
split_feature=1 4 484 1 41 0 1 12 48 51 2 4 43 30 16 157 52 2 48 12 12 13 16 393 2 4 0 1455 160 1443
split_gain=0.331582 0.136866 0.0963492 0.104832 0.0641791 0.0636827 0.0560885 0.0748387 0.0495531 0.0455702 0.0537734 0.058856 0.085078 0.0485028 0.0462477 0.0888288 0.0930094 0.0453768 0.045 0.0422741 0.0626406 0.0517555 0.0396032 0.0372262 0.0401506 0.0821924 0.0612117 0.0404478 0.0716203 0.0555406
threshold=0.095950000000000021 -0.0086549999999999978 -0.020124999999999994 0.13743000000000002 0.093890000000000015 0.034820000000000011 0.09697500000000002 -0.010834999999999999 0.13983000000000004 0.10614000000000001 0.092235000000000025 0.62931500000000018 0.0051600000000000005 0.086430000000000021 -0.40995499999999996 -0.0021849999999999994 -1.0000000180025095e-35 0.13404500000000005 0.083685000000000009 0.099815000000000015 0.11903500000000002 -0.095539999999999986 -0.53943499999999989 0.12765500000000005 0.10774000000000002 -0.07168999999999999 -0.076899999999999982 -0.23681499999999997 -0.55323499999999981 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 6 5 8 -4 18 9 10 13 12 14 19 17 -16 -17 22 -8 21 -21 -3 -12 24 27 -26 -27 -1 -29 -30
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0088311476884661497 0.010379631680968617 0.010052579017356039 -2.8412893880158666e-05 -0.00169927554929422 0.0076408928260207178 -0.0026376162189990283 -0.00093120488151907923 0.0062789128654730068 -0.0022765449653177161 0.005582079272392358 0.0022151786401240236 0.0055848811054602272 -0.004906760778976605 0.00018481240695109591 0.0044492433113711219 0.0002026775562942772 -0.0079658085224218658 -0.00011956353467356071 0.0043009057554930534 -0.00077711968187941247 0.0062516827870803399 0.0043352645412118081 0.0067961616703541951 0.00945094269497887 -0.0012424282021820546 0.00085620023310184479 0.0055392392715169075 0.00087465182410651876 0.0054807807645086241 0.0087347212866276374
leaf_weight=37 28 20 22 27 21 28 25 189 23 43 46 28 24 36 28 46 20 38 48 32 21 76 32 23 25 33 181 33 1834 54
leaf_count=37 28 20 22 27 21 28 25 189 23 43 46 28 24 36 28 46 20 38 48 32 21 76 32 23 25 33 181 33 1834 54
internal_value=0 0.00317415 0.00476107 0.00425522 0.00221692 0.00200638 0.00482131 0.00522854 0.00225985 0.00247278 0.00217368 0.00125203 0.000733571 0.00347893 0.00137818 -0.000270364 -0.00227262 0.00271407 0.00250909 0.00427483 0.00200788 0.00552637 0.00409456 0.00544874 0.00540685 0.00418325 0.00481709 0.0055562 0.00549312 0.00557385
internal_weight=0 901 339 311 562 541 284 262 513 490 447 262 234 185 210 94 66 116 73 149 53 96 78 2220 2197 239 214 1958 1921 1888
internal_count=3121 901 339 311 562 541 284 262 513 490 447 262 234 185 210 94 66 116 73 149 53 96 78 2220 2197 239 214 1958 1921 1888
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 14 43 1 2 0 1 52 4 4 1 4 2 1 1 0 48 4 0 0 15 12 1 16 483
split_gain=14.7751 2.34932 1.28048 1.10017 0.791024 0.729527 0.450626 0.403432 0.387974 0.341967 0.285928 0.394931 0.261751 0.253037 0.242968 0.281206 0.228491 0.227325 0.212505 0.210062 0.159547 0.157469 0.154019 0.264929 0.153613 0.222978 0.144174 0.143925 0.140285 0.139638
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.31534000000000006 0.062655000000000016 -0.025214999999999998 0.09253500000000002 0.13501500000000002 -0.10607499999999999 0.085345000000000018 0.056145000000000007 -0.16363499999999997 -0.013125 0.093100000000000002 0.0061450000000000003 0.11448000000000001 0.122715 0.12656000000000003 -0.085669999999999982 0.093265000000000015 -0.39518999999999993 -0.061629999999999997 -0.15202999999999997 -0.03241999999999999 0.090285000000000018 0.11910500000000002 -0.080509999999999984 0.099495000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 7 10 19 -4 14 11 24 -7 -9 28 26 20 -15 -2 -3 -12 22 -22 29 -1 -26 -16 -5 -6 -24
right_child=1 5 8 27 9 12 -8 13 -10 -11 16 -13 -14 17 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00089620888288838079 0.00070217025649669531 0.00035198834046706369 0.00067453634422465799 0.00045399558907207671 0.00087379196060079851 8.1512864968917727e-05 0.00091088335053259592 0.00063060979824513196 0.00041463589408790582 0.00051560527184716385 0.0007908258615268968 0.00053374719645891576 0.00030175154234337453 0.00048089583294660569 0.00074619292201164142 0.00048102594494652678 0.000665019133647149 0.00032918713294645722 0.00051434769888960728 0.00021748921334198337 0.00086721182345148094 0.00060338958613939729 0.00075737488782846071 0.00053935611885730166 0.00080107911398597789 0.00054105471064841827 0.00063775230940113904 0.00029050665431289239 0.00071429191211803316 0.00061400801311304535
leaf_weight=21 115 98 34 47 23 59 70 20 63 48 532 54 32 68 67 35 96 86 29 82 43 28 801 23 32 21 159 37 271 27
leaf_count=21 115 98 34 47 23 59 70 20 63 48 532 54 32 68 67 35 96 86 29 82 43 28 801 23 32 21 159 37 271 27
internal_value=0 0.000398469 0.00072651 0.000560317 0.000735619 0.000315545 0.000756744 0.000355797 0.000505735 0.000674383 0.000750314 0.000661245 0.000158959 0.000423122 0.000688115 0.000644573 0.000757669 0.000396175 0.000664345 0.000290717 0.000763786 0.000748184 0.000752719 0.000746934 0.000754285 0.000698051 0.000669901 0.000381983 0.00072677 0.0007527
internal_weight=0 673 2448 228 2351 445 1748 354 97 603 1678 128 91 174 555 261 1550 154 144 180 1454 922 894 851 74 53 226 84 294 828
internal_count=3121 673 2448 228 2351 445 1748 354 97 603 1678 128 91 174 555 261 1550 154 144 180 1454 922 894 851 74 53 226 84 294 828
is_linear=0
shrinkage=0.00196078


Tree=5904
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 42 0 14 2 1 4 4 13 3 1 1 4 0 12 1 39 2 0 16 52 51 475
split_gain=14.833 2.4785 1.3707 1.35816 0.995066 0.825716 0.560662 0.436936 0.371696 0.321313 0.306986 0.278017 0.238336 0.221815 0.204114 0.198483 0.148421 0.144457 0.283059 0.233325 0.173125 0.136015 0.131378 0.12326 0.132901 0.121467 0.121355 0.120066 0.125251 0.12236
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.13501500000000002 -0.0060199999999999993 -0.22491999999999998 0.062655000000000016 0.17760500000000004 0.086920000000000011 -0.35136499999999998 0.0067750000000000006 -0.004174999999999999 0.10299500000000002 1.0000000180025095e-35 0.089770000000000016 -0.16363499999999997 -0.038659999999999993 0.096475000000000019 0.11669000000000002 0.08456000000000001 -0.0091949999999999983 -0.026509999999999995 0.15273500000000004 0.26521500000000003 0.11144500000000002 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 10 21 9 -5 -7 12 15 27 -3 -14 -4 -17 20 -19 -20 -11 -6 -15 -10 -25 -9 -22 29 -29 -1
right_child=1 2 11 8 6 7 -8 25 23 17 -12 -13 14 22 -16 16 -18 18 19 -21 26 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00066623027772331122 0.00074392826053070599 0.00056184825651785914 0.00020449018418452165 0.00073080290168683166 0.00076983455994227522 0.00051098840970856447 0.00037912855662095051 0.00061721490105072876 0.00030913836625782722 0.00070877086012485681 0.00090451886397913085 7.4684368942131191e-05 0.00074027129179901543 0.00038629035018365965 0.00060805933867244251 0.00025578329503104911 0.00049180111975646488 0.0009134505928270096 0.000772780816837707 0.00054607824605031345 0.00046850199308976826 0.00060388274915821835 0.00030213398759214343 0.00036624771317625356 0.00056464087299684619 0.00041925311397598156 0.00067166105912911224 0.00077231934487151832 0.00057461558577211137 0.00078757719948250975
leaf_weight=33 74 20 84 22 29 32 40 22 20 526 62 42 375 158 51 21 20 38 64 24 20 55 130 21 34 26 26 28 22 1002
leaf_count=33 74 20 84 22 29 32 40 22 20 526 62 42 375 158 51 21 20 38 64 24 20 55 130 21 34 26 26 28 22 1002
internal_value=0 0.000405385 0.000363562 0.000734068 0.00042188 0.00074345 0.000570193 0.000691199 0.000506695 0.000703114 0.000769293 0.000212703 0.000763744 0.00036217 0.000724443 0.000259077 0.000370914 0.000711922 0.000772024 0.000710953 0.000698683 0.000661176 0.000348303 0.000440957 0.000488891 0.000509986 0.000583331 0.000779175 0.00068533 0.000783708
internal_weight=0 673 599 2448 432 2351 124 778 97 730 1573 167 1511 308 426 125 41 698 126 88 572 84 288 75 55 48 46 1085 50 1035
internal_count=3121 673 599 2448 432 2351 124 778 97 730 1573 167 1511 308 426 125 41 698 126 88 572 84 288 75 55 48 46 1085 50 1035
is_linear=0
shrinkage=0.00196078


Tree=5905
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 1 2 2 16 1 2 52 3 39 2 16 11 3 4 47 12 1 43 131 16 12
split_gain=16.0363 2.60744 1.63703 1.47763 1.01339 0.818481 0.543732 0.471769 0.534654 0.456291 0.439956 0.436339 0.353182 0.289934 0.396772 0.281093 0.198697 0.184802 0.174587 0.166682 0.161734 0.157347 0.150617 0.14377 0.138221 0.125005 0.119729 0.118668 0.118566 0.107331
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.062655000000000016 0.30112000000000005 0.12745000000000004 0.077845000000000011 0.14960000000000004 0.11474000000000002 -0.52595999999999987 0.086920000000000011 0.085730000000000015 0.048770000000000008 -0.13927999999999999 0.095830000000000012 0.10060500000000001 -0.25582999999999995 0.08326500000000002 -0.10217499999999997 0.0067750000000000006 0.10648500000000001 0.09202500000000001 0.11588000000000001 -0.080324999999999994 0.091440000000000007 -0.083539999999999989 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 23 6 13 8 17 -5 12 25 -7 29 22 -9 18 19 -14 -4 -20 -18 28 -3 -23 -6 -11 -2 -15 -1
right_child=1 2 7 9 11 10 -8 15 -10 26 -12 -13 16 14 -16 -17 21 -19 20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083683569861737095 0.00083535136080082554 0.00040164100019941362 0.00027291766268430453 0.00075603152784396287 0.0007982548334747484 0.0004912072444490282 0.00098267292713417713 9.2205376848593661e-05 0.00055402378563013544 0.00051143465801423529 0.00048007469702944673 0.00042035100983181067 0.0010003204541463478 0.00087465414424347718 0.00057122388631643652 0.00031976672363074899 0.00057715019739160709 0.00022417286426105936 0.0006453322670331188 0.00046741007924235115 0.00086418504855843782 0.00079286318906898799 0.00067925530425667912 0.00055931148984852963 0.00071982305635338167 0.00063781620612543956 0.00033140657511859328 0.0006585438111249138 0.00077878273636599184 0.0007998897926219631
leaf_weight=728 54 201 36 28 43 21 70 60 37 49 26 23 20 60 38 32 23 77 20 32 37 147 49 25 309 33 20 20 286 517
leaf_count=728 54 201 36 28 43 21 70 60 37 49 26 23 20 60 38 32 23 77 20 32 37 147 49 25 309 33 20 20 286 517
internal_value=0 0.000440328 0.00039743 0.000782084 0.00049155 0.000791869 0.000813357 0.000285793 0.000343639 0.000544921 0.000729579 0.000656979 0.000740821 0.000806294 0.000762589 0.000171357 0.000750249 0.000289955 0.0008427 0.000364444 0.000787395 0.000735388 0.000780999 0.000419082 0.000743369 0.000728591 0.000459253 0.000787566 0.000795408 0.000821494
internal_weight=0 673 599 2448 325 2351 1748 274 182 97 603 99 577 1678 433 92 556 145 77 68 57 479 395 226 456 76 69 74 346 1245
internal_count=3121 673 599 2448 325 2351 1748 274 182 97 603 99 577 1678 433 92 556 145 77 68 57 479 395 226 456 76 69 74 346 1245
is_linear=0
shrinkage=0.00196078


Tree=5906
num_leaves=31
num_cat=0
split_feature=1 155 105 2 1456 160 51 12 132 4 16 14 12 16 96 51 454 39 16 484 43 2 12 2 3 3 51 40 16 15
split_gain=0.474729 0.126584 0.0778838 0.152234 0.0705717 0.0749018 0.0666143 0.0597003 0.0695636 0.05456 0.0638211 0.0482111 0.0534334 0.0580352 0.0538711 0.0459122 0.0404302 0.0526788 0.040913 0.0399703 0.0425015 0.0474971 0.0576565 0.038754 0.03861 0.0496127 0.0382321 0.0731644 0.0425119 0.0884003
threshold=0.10124500000000002 0.084785000000000013 1.0000000180025095e-35 0.31358000000000003 -0.049894999999999995 -0.4136149999999999 -0.42247999999999991 0.11650500000000001 -1.0000000180025095e-35 0.042705000000000007 -0.43320999999999993 -0.47071999999999997 0.096395000000000022 -0.069144999999999984 0.087655000000000025 -0.12089999999999999 -0.037229999999999992 0.094095000000000026 -0.13941499999999998 -0.0082299999999999995 -0.081454999999999986 0.085855000000000015 0.097575000000000009 0.13913500000000004 0.10299500000000002 0.12745000000000004 -0.13782999999999998 -0.083709999999999993 0.25084500000000004 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -6 -7 8 -8 23 -11 -10 14 -14 15 -13 -17 -18 -19 -12 -21 -22 -23 24 26 -26 -1 -28 -29 -30
right_child=1 -3 -4 -5 5 6 7 -9 11 10 19 12 13 -15 -16 16 17 18 -20 20 21 22 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0086841350431989782 0.0081861082103167632 0.0072522154292405661 0.0090965002034367488 -0.0041674352841385249 0.009153915750794113 0.0083286667200313368 -0.0027468014594633134 0.0060179617716930806 0.0065452216201811108 0.0073280857047151541 0.0067414313370256496 -0.0011363141853362323 -0.004374127428087851 0.002991353503894061 -0.0023084317295069923 -0.0009699045236976375 0.0041412565713195466 0.0027644180608066646 -0.0025171747981485998 0.00060061387390502414 0.0080871375211115405 0.0016206333325022742 0.0067303927200127352 0.0023745066451374441 0.00051087048698470676 0.00722670395981285 0.0010244662445488344 0.0069430594628991987 0.0066976238707517448 0.0001713307618548901
leaf_weight=109 29 89 22 28 20 22 25 50 30 109 53 25 23 20 20 21 283 44 22 37 28 63 34 20 22 22 22 1727 73 29
leaf_count=109 29 89 22 28 20 22 25 50 30 109 53 25 23 20 20 21 283 44 22 37 28 63 34 20 22 22 22 1727 73 29
internal_value=0 0.00370463 0.00324303 0.00304851 0.00336719 0.0031362 0.00293047 0.00271953 0.00239804 0.00656177 0.00535695 0.00266161 0.00240723 -0.000948322 0.00275491 0.00301128 0.00329152 0.00354794 0.00100389 0.00435764 0.00357775 0.00445898 0.00341168 0.00675464 0.00679835 0.00386879 0.00686412 0.00675694 0.00682589 0.00484211
internal_weight=0 773 684 662 634 605 585 563 513 2348 324 488 458 43 415 395 370 349 66 215 162 125 97 2024 2004 44 1960 1851 1829 102
internal_count=3121 773 684 662 634 605 585 563 513 2348 324 488 458 43 415 395 370 349 66 215 162 125 97 2024 2004 44 1960 1851 1829 102
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 47 14 2 4 2 4 1 52 4 13 47 1 10 2 12 481 3 1420 16 16 42 15
split_gain=23.0813 3.98977 2.3438 2.11234 1.35963 1.13296 0.892385 0.733588 0.675285 0.655172 0.486387 0.478851 0.438605 0.363309 0.283299 0.212117 0.211436 0.222116 0.249368 0.441636 0.206175 0.211531 0.198748 0.196314 0.186454 0.179869 0.169987 0.368114 0.189565 0.169787
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.40473500000000007 0.14753000000000002 0.40945500000000007 0.087135000000000004 -0.16675999999999999 -0.013514999999999998 -0.078279999999999975 0.08265500000000002 0.086455000000000018 -1.0000000180025095e-35 0.10497000000000002 0.082480000000000012 -0.00058999999999999992 -0.010424999999999999 -0.080064999999999983 0.013515000000000001 0.083160000000000026 0.084050000000000014 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 9 -5 12 10 14 -6 13 -4 25 -11 23 -18 19 -19 -3 -22 -16 -12 -15 -1 -27 -28 -29 -14
right_child=1 2 8 7 11 -7 -8 -9 -10 15 16 -13 29 24 22 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0011335515789822901 0.00093825251519458913 0.00035040301637929722 0.00049903483626826165 0.00085231330900669702 0.00084422196070484882 0.00060733958594365171 0.00056772051192820064 0.0005012661972223154 0.00058069915006646279 0.00093252772136646152 0.0010607216920476825 0.00055532411777176982 0.00028784134198098861 0.00039445344573252051 0.00080051153900346193 0.0011634445289321256 0.00092616049365521922 0.00083410836400314497 0.00099721053651734889 0.00052878775396475604 0.00068070425049347033 0.00048329833508058286 0.00093040239265874589 0.0009136791690864622 0.00022619598282198864 0.00097972350703835103 0.00066230199772588055 0.0010493069110578551 0.00082946148690055393 0.00010820842268353796
leaf_weight=27 74 38 44 37 71 41 25 60 34 20 38 32 32 40 52 65 142 204 30 20 24 160 351 429 69 823 21 38 25 55
leaf_count=27 74 38 44 37 71 41 25 60 34 20 38 32 32 40 52 65 142 204 30 20 24 160 351 429 69 823 21 38 25 55
internal_value=0 0.000508722 0.000455658 0.000918732 0.000568277 0.000930431 0.000936166 0.000635171 0.000322078 0.000940197 0.000933671 0.000754467 0.00028544 0.000348648 0.000957094 0.00110911 0.000897382 0.000864053 0.000829331 0.000806848 0.000481892 0.000509047 0.000913642 0.000925644 0.000287942 0.000975842 0.000971148 0.000887125 0.000962067 0.00017428
internal_weight=0 673 599 2448 325 2351 2310 97 274 2285 2200 103 240 153 1337 85 863 396 254 224 222 184 403 467 109 934 907 84 63 87
internal_count=3121 673 599 2448 325 2351 2310 97 274 2285 2200 103 240 153 1337 85 863 396 254 224 222 184 403 467 109 934 907 84 63 87
is_linear=0
shrinkage=0.00196078


Tree=5908
num_leaves=31
num_cat=0
split_feature=1 52 3 4 148 123 52 2 2 51 9 16 150 40 43 374 3 39 3 42 3 39 12 11 1 133 0 43 2 12
split_gain=0.479238 0.121719 0.0809688 0.0640646 0.0620975 0.0596148 0.0592311 0.0555818 0.0528409 0.0698956 0.0539887 0.0523618 0.0602771 0.0461705 0.0663511 0.0600743 0.0454753 0.0452818 0.0449071 0.0617093 0.0604271 0.0563441 0.06258 0.0513668 0.046806 0.0419935 0.0510385 0.0445768 0.0653363 0.0711332
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 -0.095079999999999984 0.084025000000000016 0.056145000000000007 0.092120000000000021 0.11474000000000002 0.088210000000000011 -1.0000000180025095e-35 -0.45661999999999997 0.089910000000000018 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 0.42240500000000009 0.10166000000000001 -0.14186499999999996 0.079510000000000011 -0.097604999999999983 -0.046074999999999991 0.090285000000000018 0.083010000000000014 0.093575000000000019 -0.14757499999999998 -0.082084999999999977 0.0051600000000000005 0.085155000000000022 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 -3 8 16 25 9 10 -6 -9 17 14 15 -7 -4 18 19 23 -20 -22 24 -13 -23 26 -1 -27 -29 -30
right_child=1 2 6 -5 5 13 -8 11 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 20 -21 21 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.009492332668074208 0.0071134559745486409 -0.0016520212138337747 0.00093137959897932076 0.0012259532411421376 0.00025031511955287149 0.003107384841841383 0.0041895757167367265 0.0087085048464359723 0.0031142054512359515 0.0097162231570109732 0.0054219117355674062 0.002845340662381866 0.00099706078539244262 -0.0022907985198253301 0.0077343200454893322 -0.0027082034194356075 -0.0043218213153662739 0.0015358556588382826 0.0021580930631391183 0.012690837610431988 0.00083225212059915069 0.0091604998381582363 0.0056051642586493122 0.0094706875905394561 0.0050928445959774159 0.0069939571320494047 0.0050053504746756516 0.0068458221744125101 -0.0015713325957767664 0.0061345581805495467
leaf_weight=122 90 21 45 22 23 78 32 64 150 34 165 22 26 20 23 23 26 23 43 23 20 103 407 25 39 1297 32 75 25 23
leaf_count=122 90 21 45 22 23 78 32 64 150 34 165 22 26 20 23 23 26 23 43 23 20 103 407 25 39 1297 32 75 25 23
internal_value=0 0.00367006 0.00318584 0.00659739 0.00367844 0.00389538 0.000617584 0.00664727 0.00456413 0.0055438 0.00478922 0.00596572 0.00572558 0.00216778 0.00288691 0.00178304 -0.000992328 0.00589997 0.00604714 0.00844648 0.00577271 0.00604587 0.0062358 0.00636946 0.00804333 0.00699152 0.00855997 0.00682142 0.00500202 0.00212107
internal_weight=0 730 640 2391 537 516 103 2369 372 222 188 795 731 144 124 101 71 705 682 70 612 569 549 47 142 1574 154 1420 123 48
internal_count=3121 730 640 2391 537 516 103 2369 372 222 188 795 731 144 124 101 71 705 682 70 612 569 549 47 142 1574 154 1420 123 48
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 124 2 52 4 2 0 3 394 4 4 41 41 15 51 50 457 47 16 474 15 10 16
split_gain=12.9551 2.22826 1.21963 1.17548 0.736183 0.658567 0.472569 0.415322 0.391658 0.348756 0.295854 0.260939 0.247867 0.246332 0.407733 0.229906 0.219356 0.200091 0.177855 0.167343 0.16711 0.161627 0.154554 0.150027 0.143412 0.143404 0.140163 0.139615 0.169555 0.135751
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.042705000000000007 0.13082500000000002 -0.080389999999999989 0.11474000000000002 1.0000000180025095e-35 0.27044500000000005 0.14753000000000002 -0.079119999999999982 0.086245000000000016 -0.079154999999999989 -0.49013999999999996 0.42051500000000003 0.075585000000000013 0.088180000000000008 0.050935000000000008 -0.016074999999999996 0.083640000000000006 0.048635000000000005 0.10648500000000001 0.11346000000000002 0.090685000000000016 -0.41942499999999994 -0.38124499999999995 -0.076354999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 13 12 23 -6 11 -8 17 14 18 -15 22 -4 -1 -20 21 26 -17 -5 -3 -7 -18 -14 -29 -23
right_child=1 2 7 8 9 25 10 -9 -10 -11 -12 -13 27 15 -16 16 20 -19 19 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00074981343921055041 0.00072138935527909858 0.00036278922822529562 0.00037917003519806036 0.00033408539135189736 0.00064699589068183475 0.00039039123662906169 0.00062881591392733606 0.00046719674865855921 0.00069162373741467797 0.00037142215018737853 0.00072700377413429317 0.00041331988660728232 0.00025505605921281649 0.00049370000581713575 0.00059298730272436826 0.00075004655167443257 0.00064276948930810842 0.00023079009513111713 0.00095842813178755525 0.00073173181076250824 0.00071670390913815794 0.0007378815669639438 0.00093476580582858241 0.0005178939746686886 0.00052026302265185931 0.00060548757139839056 0.00080467244779912383 0.00021142394022614347 -7.2189253143162708e-06 0.00055853651044062162
leaf_weight=1234 74 201 54 38 76 26 159 34 28 23 113 25 32 20 63 102 52 99 31 21 322 20 21 31 25 22 34 25 30 86
leaf_count=1234 74 201 54 38 76 26 159 34 28 23 113 25 32 20 63 102 52 99 31 21 322 20 21 31 25 22 34 25 30 86
internal_value=0 0.000400391 0.000360735 0.000707565 0.000441974 0.000716293 0.000721031 0.000264376 0.000496035 0.000582974 0.000648034 0.000599537 0.000235643 0.000731838 0.000747002 0.000700703 0.000707203 0.000283159 0.000754547 0.000866878 0.000689403 0.000643618 0.000781584 0.000416666 0.000380209 0.000488977 0.000706778 0.000152078 9.21642e-05 0.000592375
internal_weight=0 673 599 2448 325 2351 2303 274 97 99 297 184 240 2006 1349 657 637 153 1286 52 514 192 123 69 226 48 86 87 55 106
internal_count=3121 673 599 2448 325 2351 2303 274 97 99 297 184 240 2006 1349 657 637 153 1286 52 514 192 123 69 226 48 86 87 55 106
is_linear=0
shrinkage=0.00196078


Tree=5910
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 2 4 1 2 16 2 2 1 52 457 1 16 160 3 52 47 15 49 1 2
split_gain=26.0329 4.07007 2.68343 2.20655 1.2609 1.22446 0.880887 0.751282 0.73709 0.67385 0.554326 0.546543 0.467018 0.541852 0.428666 0.26152 0.237423 0.224659 0.216979 0.221754 0.271723 0.216145 0.202457 0.231313 0.201731 0.18828 0.180684 0.15147 0.14889 0.138196
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.086920000000000011 0.089775000000000008 -0.52595999999999987 0.10855000000000002 -0.0091949999999999983 0.14089500000000002 -0.56176499999999996 0.080930000000000016 0.075045000000000014 0.0039400000000000008 -0.067824999999999983 -0.0025099999999999996 -0.012164999999999999 0.10350500000000001 -0.41942499999999994 -0.053364999999999996 0.14754500000000001 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 7 10 25 12 -5 14 11 -3 29 16 -6 21 -14 -7 -16 20 -20 24 -13 -24 -2 -4 -12 -10 -28 -1
right_child=1 5 6 8 9 17 -8 -9 27 -11 26 22 13 -15 18 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00089676549268854892 0.00029107850888634431 0.0004323945892486353 0.00087372530211160906 0.00078053560898550109 0.00051681227985522554 0.00063276301606807835 0.00044396223469555157 0.001075337008685291 0.00051109586082905912 0.00054944376681864357 0.00016326183215312751 0.00033072691112248593 0.00066558578104127712 0.00049734173068667154 0.00094520685688752998 0.00034829349416263026 0.00084143031533652414 0.00035857781146963433 0.00078003017669275821 0.00058920891042433534 0.0009100418995136284 0.00065806564065366011 0.00022914374162676633 1.6926090425912143e-05 0.00051560779723028337 0.00071800927882559339 7.1592649460590181e-05 0.00031819881086109897 -0.000126530114451752 0.0008422114157247085
leaf_weight=1029 25 43 72 34 21 27 32 70 34 48 37 23 32 20 38 143 381 20 403 20 73 21 39 40 40 51 35 29 25 216
leaf_count=1029 25 43 72 34 21 27 32 70 34 48 37 23 32 20 38 143 381 20 403 20 73 21 39 40 40 51 35 29 25 216
internal_value=0 0.000402248 0.000534532 0.000837684 0.000849641 0.00022648 0.000733764 0.000876312 0.000547868 0.000772328 0.000170234 0.000246989 0.000868009 0.000812542 0.000791604 0.00039968 0.000827806 0.000516088 0.000802411 0.000791471 0.000799969 0.000485124 0.000168827 0.000121692 0.00042925 0.00080916 5.54967e-05 0.000422302 -1.09585e-05 0.000887301
internal_weight=0 673 384 2448 2351 289 155 1748 97 603 242 145 1678 433 555 229 413 47 534 496 476 86 102 79 65 123 97 63 60 1245
internal_count=3121 673 384 2448 2351 289 155 1748 97 603 242 145 1678 433 555 229 413 47 534 496 476 86 102 79 65 123 97 63 60 1245
is_linear=0
shrinkage=0.00196078


Tree=5911
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 2 2 14 1 47 4 1 2 0 133 1 43 47 4 130 12 4 3 39 0 159
split_gain=41.9862 6.50888 3.91201 3.54326 2.95847 1.96552 1.57511 1.30489 1.08793 1.03364 0.768133 0.640428 0.525957 0.472227 0.443523 0.692877 0.414092 0.399631 0.356547 0.323756 0.318012 0.29009 0.927431 0.282002 0.274193 0.262834 0.238661 0.402009 0.22104 0.219279
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.077845000000000011 0.089775000000000008 0.17025000000000004 0.062655000000000016 0.090540000000000023 0.12171500000000002 -0.013514999999999998 0.086920000000000011 0.14122000000000004 0.18019500000000002 0.089200000000000015 0.15799000000000005 0.042785000000000004 0.090100000000000013 0.41555500000000006 -0.076894999999999977 0.095780000000000018 -0.036839999999999991 0.30112000000000005 0.089200000000000015 -0.010949999999999998 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 16 6 9 -6 -5 11 13 12 -1 26 17 24 18 20 21 -12 29 23 -23 -3 -16 -2 27 -4 -7 -11
right_child=1 2 10 8 7 28 -8 -9 -10 14 19 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013958126575772884 0.0014005593774365445 0.00051206632528898979 0.0007859559061856162 0.0012826917604321527 0.0012027888934370223 0.0010637592353851966 0.00084760944827709322 0.00076003052179751478 0.00082443139962290934 0.0013585614627164774 0.00038693005809758139 0.0015860031553580935 0.001295193494373963 0.00080820125232891539 0.0013171073727052658 0.00098867567965672137 0.0004876615087266665 0.0010685910591307808 0.00054517875157686227 6.7250537846922647e-05 0.0012546360177610617 0.0011385556169944292 0.00057692882367501078 0.0007482321611536148 0.0012050487586545728 0.0011509299911315145 0.00037803341993709015 0.00045093400433531721 0.00079553715213368035 0.0014937651031850124
leaf_weight=1081 50 22 21 28 83 27 24 37 69 316 29 59 245 21 237 35 31 20 36 21 102 26 20 167 130 24 45 40 21 54
leaf_count=1081 50 22 21 28 83 27 24 37 69 316 29 59 245 21 237 35 31 20 36 21 102 26 20 167 130 24 45 40 21 54
internal_value=0 0.000770977 0.000703201 0.00132397 0.000805824 0.00133912 0.0013473 0.00106627 0.000956713 0.00135257 0.000458528 0.00138612 0.00137722 0.000539576 0.00130059 0.00125227 0.000702335 0.00134007 0.000726892 0.000252665 0.00135157 0.000754729 0.00089437 0.000720742 0.00127741 0.0013196 0.000486358 0.000566269 0.000946412 0.00137829
internal_weight=0 673 599 2448 422 2351 2303 120 97 2279 177 1385 1326 127 894 402 302 492 271 50 472 235 46 189 367 74 106 61 48 370
internal_count=3121 673 599 2448 422 2351 2303 120 97 2279 177 1385 1326 127 894 402 302 492 271 50 472 235 46 189 367 74 106 61 48 370
is_linear=0
shrinkage=0.00196078


Tree=5912
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 1 2 14 1 475 1 4 1 3 42 52 13 16 49 15 474 13 16 51 1212 1446
split_gain=34.0643 5.35522 3.14736 2.93575 2.37914 1.59562 1.23572 1.16623 1.12166 0.892567 0.873981 0.635242 0.453626 0.295075 0.265875 0.649533 0.334131 0.259503 0.305371 0.280048 0.254047 0.230774 0.199201 0.182309 0.1653 0.16322 0.156694 0.173683 0.168705 0.201927
threshold=0.10508500000000001 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.062655000000000016 0.091195000000000012 -0.08230999999999998 0.089770000000000016 -0.111605 1.0000000180025095e-35 0.31534000000000006 0.086665000000000006 0.048770000000000008 -0.0044799999999999987 0.19444000000000003 -0.053364999999999996 -0.026084999999999994 0.081755000000000008 -0.47860499999999995 -0.079504999999999978 0.0038750000000000004 0.087685000000000013 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 10 -6 17 -5 11 12 26 24 16 -16 21 18 -4 25 -3 -15 -11 -22 -12 -19 -1 28 29 -28
right_child=1 2 8 9 7 -7 -8 -9 -10 22 13 -13 -14 14 15 -17 -18 19 -20 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011044592495701429 0.0010286929852822248 0.00041131173913922913 0.00037938754277178018 0.00093922407904504493 0.00092080815921041857 0.00064784729045324501 0.00060451243817806239 0.00050144772670637945 0.00064135610083045026 0.00064684262772057432 0.0010201046493622404 0.0012725367448820392 0.00098325673517324504 0.001003275895206313 0.0010400528906145108 0.00068569632496824965 0.0011608742013135378 0.0001259965176001038 0.0001633148291538699 0.00026587584088830386 0.0005635798177416985 0.00091515617919903168 0.00042563124085657491 0.00036278906983543401 0.0011972730811320097 -0.00011847124188915799 0.0010585191841294736 0.00091764222300958398 0.00095406984727756646 0.0011621482567380243
leaf_weight=545 71 167 45 34 82 41 25 37 25 34 41 59 220 539 43 37 44 21 57 25 101 145 29 21 40 21 405 32 47 88
leaf_count=545 71 167 45 34 82 41 25 37 25 34 41 59 220 539 43 37 44 21 57 25 101 145 29 21 40 21 405 32 47 88
internal_value=0 0.000519386 0.000459318 0.00101748 0.000557081 0.00103127 0.00103808 0.000790419 0.000253712 0.000683191 0.00104282 0.00107343 0.00106464 0.000994769 0.000983459 0.000876163 0.00099525 0.000196369 0.000258641 0.000101566 0.000461001 0.000984596 0.000545015 0.000529017 0.0011076 3.76264e-06 0.00108067 0.001058 0.00106632 0.00107702
internal_weight=0 673 602 2448 408 2351 2310 119 194 97 2285 1396 1337 889 808 80 728 169 102 67 289 684 63 122 81 42 1117 572 540 493
internal_count=3121 673 602 2448 408 2351 2310 119 194 97 2285 1396 1337 889 808 80 728 169 102 67 289 684 63 122 81 42 1117 572 540 493
is_linear=0
shrinkage=0.00196078


Tree=5913
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 123 2 15 42 15 4 1 480 2 52 3 159 483 2 40 3 13 484 42 0 3 14 11 12 483
split_gain=0.874364 0.201749 0.117788 0.0834534 0.0786895 0.0734537 0.0736697 0.105982 0.0627654 0.0615531 0.0978021 0.0569225 0.0537425 0.0546396 0.0499897 0.0533028 0.0470766 0.0683637 0.0556739 0.051377 0.0576833 0.0620827 0.0609078 0.0650591 0.0527869 0.0470554 0.0456059 0.043551 0.0568942 0.054457
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092120000000000021 0.083805000000000004 1.0000000180025095e-35 -0.41942499999999994 -0.019989999999999997 -0.018314999999999994 -0.031404999999999995 0.10708500000000001 0.11747 0.15109000000000003 0.056145000000000007 0.42240500000000009 0.082585000000000006 -0.059844999999999995 0.10882500000000002 -0.08267999999999999 0.090900000000000009 -0.097224999999999992 0.08764000000000001 -0.079539999999999986 -0.079634999999999997 0.11296500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.085785000000000014 -0.070084999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 27 6 7 -3 -8 26 -11 -9 13 16 15 -4 19 -18 -19 -6 21 -21 23 24 -23 -22 -10 29 -29 -1
right_child=1 2 14 -5 12 -7 8 11 9 10 -12 -13 -14 -15 -16 -17 17 18 -20 20 25 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.011608172080937089 0.0093895068464593754 0.0019320536022340612 0.0018512787485266465 0.0027797906342047186 0.0028325510636204856 0.0031234795165254303 -0.00036074080625953881 0.0039039428532123572 0.0084800272060629855 0.0068065717699937528 -0.0028555472974072806 0.0097529582112481951 0.013147936619463422 0.0028620828036218884 0.0047921268583195342 -0.0036124592127565014 0.0052578388519274695 0.012588674525244975 0.0067275479214177246 0.012017152088171827 0.002221222929656506 0.0067233546561892002 0.011412933818730304 0.0070816571060074458 0.011819920091005832 0.0084832377545535562 0.0048754297464728112 0.014746986351468983 0.0090033762329923255 0.009109919089110588
leaf_weight=93 90 28 57 22 20 153 23 20 52 20 22 99 21 20 32 26 24 71 21 41 30 31 47 390 59 20 108 34 35 1412
leaf_count=93 90 28 57 22 20 153 23 20 52 20 22 99 21 20 32 26 24 71 21 41 30 31 47 390 59 20 108 34 35 1412
internal_value=0 0.00495635 0.00433294 0.0089104 0.00896733 0.00496787 0.00572645 0.00746748 0.00458898 0.00515256 0.00174546 0.00876993 0.00815638 0.00802095 0.00143432 0.000139746 0.00815779 0.0100109 0.0112508 0.00782086 0.00798229 0.00826894 0.00797733 0.00764093 0.0100644 0.00472603 0.00604692 0.00937693 0.0118336 0.0092643
internal_weight=0 730 640 2391 2369 525 372 147 225 202 42 119 795 774 115 83 754 116 92 638 618 568 527 480 90 50 160 1574 69 1505
internal_count=3121 730 640 2391 2369 525 372 147 225 202 42 119 795 774 115 83 754 116 92 638 618 568 527 480 90 50 160 1574 69 1505
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=31
num_cat=0
split_feature=1 52 1 124 42 160 49 15 1 454 51 47 133 47 2 16 0 48 15 41 43 4 15 156 52 475 1213 3 3 52
split_gain=0.708235 0.163417 0.100099 0.078736 0.0754334 0.0632506 0.0617063 0.0620062 0.064425 0.0558851 0.0746798 0.0737942 0.0602379 0.0574893 0.0550005 0.0606613 0.0496177 0.0486433 0.04565 0.103539 0.0785187 0.0640144 0.10112 0.160416 0.121039 0.0717785 0.0645173 0.0558033 0.0483865 0.0560263
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 -0.076779999999999987 -0.0041849999999999986 -0.24498999999999996 -1.0000000180025095e-35 -0.30407999999999996 0.16175000000000003 -0.037229999999999992 0.11144500000000002 0.078345000000000012 0.089405000000000012 0.11069000000000002 0.13404500000000005 0.13751500000000003 -0.13843999999999998 0.081805000000000017 0.040760000000000005 0.075585000000000013 -0.51144999999999985 -0.50052499999999989 -0.0079099999999999986 0.013700000000000002 0.10024500000000001 -0.084169999999999981 0.085640000000000008 -0.10519499999999998 -0.053259999999999995 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 -4 8 -8 -7 11 12 -11 -12 18 -16 -13 -18 20 28 -5 27 25 24 -24 -23 -27 -22 29 -20
right_child=1 2 6 14 -6 9 7 -9 -10 10 13 16 -14 -15 15 -17 17 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0083443432702773775 0.0084505561744380332 0.009625355664563056 -0.0022725646924828331 0.0017146460357166473 0.0025833336632429421 -0.00068015554487439137 0.0027368143027914423 0.0060889533561605371 -0.0035784143067541575 0.0039472356667390627 0.010893654811286159 0.0028439353229866055 -0.0001802417057816212 0.004016914181411267 0.0016436830887364016 0.0087176145969847726 0.0061943887377288419 0.012112807396001049 0.0086647009125632845 0.013604789816706285 0.014910084093836221 0.010140149147715834 0.0089902641864372107 -0.00046512994174279171 0.00078132792740412394 0.0078507418524855488 0.0025852332667758069 0.0089809033112894562 0.011891403291374445 0.0065904110916527358
leaf_weight=41 90 24 31 21 51 21 70 38 21 257 31 24 41 20 27 22 41 21 843 41 22 141 82 37 23 765 24 57 40 154
leaf_count=41 90 24 31 21 51 21 70 38 21 257 31 24 41 20 27 22 41 21 843 41 22 141 82 37 23 765 24 57 40 154
internal_value=0 0.00446071 0.00389964 0.00801936 0.00515074 0.00462169 0.00173351 0.00269621 0.00127945 0.00435834 0.00460157 0.00412407 0.00337936 0.00819689 0.00813415 0.00481973 0.00670457 0.00819901 0.00820633 0.00867599 0.00777434 0.0078849 0.00768245 0.00519692 0.00719212 0.00806196 0.00769057 0.0106321 0.00848112 0.0083443
internal_weight=0 730 640 2391 92 480 160 129 91 456 435 384 298 51 2299 49 86 62 2250 1078 1172 1151 1072 142 105 930 789 79 1037 997
internal_count=3121 730 640 2391 92 480 160 129 91 456 435 384 298 51 2299 49 86 62 2250 1078 1172 1151 1072 142 105 930 789 79 1037 997
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 46 4 49 0 16 51 4 158 11 52 11 0 0 3 52 1 0 51 1 15 52 12 402 403 132
split_gain=0.575899 0.1405 0.0992979 0.0867599 0.062393 0.0518041 0.0485448 0.0475045 0.0517914 0.0785651 0.0780162 0.0474394 0.0523843 0.0438306 0.0728263 0.0672941 0.0669314 0.0780756 0.0650258 0.0832034 0.0564344 0.0535834 0.0534311 0.0428712 0.0486224 0.0422662 0.0405165 0.0532246 0.066643 0.0721208
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 0.089105000000000018 -0.03898999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.27167499999999994 -1.0000000180025095e-35 0.042705000000000007 0.07968500000000002 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 -0.11173999999999999 -0.15350499999999997 -0.12711499999999995 -0.034054999999999995 0.085345000000000018 -0.099059999999999995 -1.0000000180025095e-35 0.083345000000000016 -0.10091499999999999 -0.04127999999999999 0.087695000000000009 0.2506000000000001 -0.074254999999999988 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 11 -3 -5 -4 9 -9 -11 13 23 16 15 -15 17 20 19 -18 -1 -20 -17 -13 -25 -14 -23 28 29 -28
right_child=1 2 7 6 -6 -7 -8 8 -10 10 -12 12 25 14 -16 22 18 -19 21 -21 -22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.010101292594292856 0.0081251443513349671 0.0030958815588148668 -0.0020453081485034236 0.0099967659899482027 0.0016861599264666441 0.0083358917731675333 0.0053998327257290075 0.00096982724682771054 -0.0013330594791720312 0.0024699172841131014 0.010991212133584279 0.0061414819421132284 0.0043191289621807467 0.015391464398514168 0.0049548491253517575 0.012263737425759987 -0.0010528557717043442 -2.8710737824440002e-06 0.011362006647883588 0.0078590125028147832 0.004341952358979894 0.0080732754163690048 0.0060820051051419357 0.0053769030115183667 -0.00057631966293506009 0.0093273420126125644 0.012581795373913147 0.0022306319416119636 0.0066869693863390589 0.0078776970767585348
leaf_weight=27 78 333 31 27 20 20 154 57 30 22 21 171 22 24 27 27 20 25 37 22 46 742 29 34 23 72 38 22 691 229
leaf_count=27 78 333 31 27 20 20 154 57 30 22 21 171 22 24 27 27 20 25 37 22 46 742 29 34 23 72 38 22 691 229
internal_value=0 0.00410082 0.00364917 0.00430549 0.0072477 0.00339277 0.00608556 0.00147228 0.00231109 0.00340434 0.00663148 0.00729548 0.00616876 0.00747634 0.00944556 0.0109612 0.00736539 0.00482034 0.00750387 0.00361527 0.00647212 0.00759672 0.00906248 0.00534979 0.00297473 0.00815521 0.00751582 0.00709375 0.00720542 0.00854719
internal_weight=0 773 695 534 2348 353 181 161 130 100 43 2328 322 2006 107 80 1899 98 1801 42 73 1759 56 228 57 94 1722 980 958 267
internal_count=3121 773 695 534 2348 353 181 161 130 100 43 2328 322 2006 107 80 1899 98 1801 42 73 1759 56 228 57 94 1722 980 958 267
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 2 2 4 1 16 4 0 15 457 158 16 12 4 1 160 3 151 4 52 1 131 2
split_gain=27.0683 4.29368 2.80021 2.24765 1.38904 1.15482 0.837948 0.834622 0.729539 0.59859 0.60297 0.582006 0.419121 0.400829 0.471358 0.416441 0.354741 0.313014 0.2602 0.233034 0.3163 0.272245 0.217109 0.205842 0.205436 0.201067 0.262561 0.198005 0.191886 0.291678
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.12865500000000005 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.077845000000000011 -0.040964999999999994 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.080930000000000016 0.085030000000000008 0.10246000000000001 0.087695000000000009 -0.52556499999999995 0.089770000000000016 -0.067824999999999983 -0.0025099999999999996 -0.088784999999999989 0.0033150000000000007 0.039215000000000007 0.083345000000000016 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 9 13 -4 16 10 -3 -5 -7 14 15 -1 25 27 24 20 -16 -22 -12 -24 -2 -6 -27 -15 29 -11
right_child=1 5 7 11 8 12 -8 -9 -10 28 22 -13 -14 17 19 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011045202676394203 0.00067801088478197072 0.00060367686199206923 0.00096854393098906577 0.00094569847405123774 0.00099045067153426063 0.00045937026510002956 0.0012324060997852887 0.0006130656537910302 0.00066333639251521645 0.00022684966449954826 0.000487284487127648 0.00061052011320132974 0.00081869937355881538 0.00094442657316547716 0.0013048314636383627 0.00078857521899664701 0.00068354034111561151 0.0011016076881121965 0.00076753784108030446 0.001020154489667546 0.0010680693084417876 0.00086371871736883943 0.00037218109171232607 0.00017198838457332778 0.00050729290089392848 0.00083633360635008893 0.00099905490177783088 0.0007810259198042798 0.00037092913702294669 -4.8367086542295472e-05
leaf_weight=23 32 40 123 28 217 24 79 32 41 57 23 69 26 81 21 53 20 33 20 855 697 26 39 40 177 99 62 44 20 20
leaf_count=23 32 40 123 28 217 24 79 32 41 57 23 69 26 81 21 53 20 33 20 855 697 26 39 40 177 99 62 44 20 20
internal_value=0 0.000555764 0.000691633 0.000999775 0.00101184 0.000375232 0.00103468 0.000895155 0.000912378 0.000318539 0.000399642 0.000707273 0.000646221 0.00102616 0.00103506 0.00088419 0.000938033 0.000931752 0.000553878 0.00104224 0.00106761 0.00106072 0.000319629 0.000270818 0.000533432 0.000951498 0.000898996 0.00088691 0.000199811 0.000155365
internal_weight=0 673 384 2448 2351 289 1912 155 439 239 142 97 50 1833 1675 76 398 158 229 1599 744 723 102 79 209 378 161 125 97 77
internal_count=3121 673 384 2448 2351 289 1912 155 439 239 142 97 50 1833 1675 76 398 158 229 1599 744 723 102 79 209 378 161 125 97 77
is_linear=0
shrinkage=0.00196078


Tree=5917
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 43 14 1 2 4 2 49 1 13 1 12 2 0 47 47 52 4 4 1 48 16 52 13
split_gain=38.8403 6.75332 3.56314 2.94562 2.46272 2.01871 1.58818 1.46423 0.975949 0.915199 0.766047 0.665985 0.622095 0.615071 0.521027 0.511409 0.422606 0.468708 0.354351 0.32349 0.312716 0.307612 0.300867 0.277265 0.273488 0.369981 0.258983 0.248983 0.246424 0.219936
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 -0.025214999999999998 0.062655000000000016 0.092845000000000025 0.091265000000000013 -0.16363499999999997 0.11362000000000001 -0.054984999999999992 0.12656000000000003 -0.47860499999999995 0.087135000000000004 0.08401500000000002 0.11411 -0.036484999999999997 0.090100000000000013 0.10350500000000001 -0.16675999999999999 -0.0019149999999999998 -0.013514999999999998 0.086920000000000011 0.11926500000000002 -0.40995499999999996 0.056145000000000007 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 14 10 -4 16 -9 20 -2 -3 28 -1 23 -5 -16 -13 -15 -10 -18 -12 29 27 -14 -6 -26
right_child=1 4 9 18 15 -7 -8 11 22 -11 24 12 26 21 19 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012468954454880954 0.00079733782351804614 0.00055251384163092752 0.001052762497321095 0.00080010213542218293 0.00022184144307546653 0.00079571828885259576 0.00070023481411481993 0.0010448772427352037 0.0012031262094045387 0.00066066242328364079 0.0011821891762442555 0.00071313086948800695 0.00068219028044592869 0.0012358916885007467 0.00025200740824214365 2.3473498969827462e-05 0.00082546114118075837 0.0012004471009268481 0.00053431804013927525 0.00051171882215010763 0.0010029130215207099 0.0010370122873445482 0.0014781402309915418 0.0011059617858473992 0.0011981921177460801 0.0008822256828437743 0.00075183232653152157 0.00042700487184895423 0.00048134336754028365 0.0010880911235097096
leaf_weight=1032 23 98 37 30 34 48 24 20 20 60 414 41 21 67 54 33 20 350 54 28 22 54 65 42 106 26 21 49 24 204
leaf_count=1032 23 98 37 30 34 48 24 20 20 60 414 41 21 67 54 33 20 350 54 28 22 54 65 42 106 26 21 49 24 204
internal_value=0 0.00064664 0.00117851 0.000921046 0.000506045 0.0011937 0.001202 0.000580002 0.00120728 0.000810226 0.0011993 0.000708263 0.000664547 0.00109127 0.000456016 0.000218346 0.0012257 0.00117261 0.000629241 0.000340689 0.000814325 0.00114714 0.00141343 0.00101548 0.00114846 0.0011069 0.000560854 0.00050356 0.000329222 0.00112574
internal_weight=0 673 2448 228 445 2351 2303 354 2279 97 2194 174 154 144 180 91 1444 412 84 82 63 121 85 62 750 336 91 70 58 310
internal_count=3121 673 2448 228 445 2351 2303 354 2279 97 2194 174 154 144 180 91 1444 412 84 82 63 121 85 62 750 336 91 70 58 310
is_linear=0
shrinkage=0.00196078


Tree=5918
num_leaves=31
num_cat=0
split_feature=1 3 123 155 44 3 0 12 4 123 130 4 13 15 2 42 43 13 2 15 42 457 456 1 0 48 402 3 0 3
split_gain=0.733133 0.118649 0.110424 0.0852024 0.0748852 0.0837911 0.1206 0.0710278 0.0644627 0.0631629 0.0898019 0.0736421 0.0870331 0.0641505 0.0511321 0.0497797 0.059051 0.0489412 0.0488939 0.0476836 0.0441362 0.0431334 0.103612 0.125298 0.0462871 0.0668205 0.0665172 0.0710913 0.112227 0.0678406
threshold=0.10920500000000001 0.31534000000000006 1.0000000180025095e-35 0.084785000000000013 1.0000000180025095e-35 0.11296500000000002 -0.10836499999999999 -0.42850999999999995 0.042705000000000007 0.08128500000000001 -0.054924999999999995 -0.0086549999999999978 -0.067719999999999989 -0.026084999999999994 0.13913500000000004 -0.0060199999999999993 -0.078844999999999985 -0.0069799999999999992 0.15950500000000004 -0.077219999999999983 0.10410000000000001 0.083415000000000017 0.077935000000000018 0.084525000000000003 -0.085669999999999982 0.092475000000000016 -0.0044849999999999985 -0.086274999999999977 -0.086554999999999979 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 8 -7 -3 14 10 -2 12 -12 19 21 -4 -17 20 -9 -13 -11 24 23 -23 26 -26 -1 28 -28 -29
right_child=1 7 15 -5 -6 6 -8 18 -10 17 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.012323659496166959 0.00072404194350649681 0.0042842509557626078 0.0093995044526474728 0.0094439259996371618 0.013091466720065765 -0.00083040262991562492 0.0088083974896343772 0.00083047846498500032 0.0069428271914317692 0.0047791867685652734 0.0049576415537068482 0.0044373956012565231 0.013063733303850448 5.0999977005024759e-05 0.0034125659381970767 0.0054177190149928651 -0.00056462934506790977 -0.0013686665532144683 -0.0052730014791623472 0.0078391002941510229 -5.5272338571600045e-05 0.0076007957113379578 0.011345012223517354 -0.00057522205491389691 0.0084268085834863313 0.0052245037660569602 0.00956287467616148 0.0029758386799822682 0.016592357193844189 0.0085615746550963684
leaf_weight=65 41 35 22 35 31 25 27 35 333 69 26 127 27 24 20 77 21 27 21 61 26 53 33 29 1171 69 143 23 27 398
leaf_count=65 41 35 22 35 31 25 27 35 333 69 26 127 27 24 20 77 21 27 21 61 26 53 33 29 1171 69 143 23 27 398
internal_value=0 0.00405137 0.00806253 0.00470016 0.00820777 0.00814511 0.00417436 0.000750357 0.00823245 0.00431223 0.00507929 0.00575312 0.00908716 0.00491961 0.0084439 0.0051008 0.00413579 0.0023883 -0.00145833 0.00554114 0.00345607 0.00849394 0.00661344 0.00470928 0.00860799 0.00824862 0.00928731 0.00895336 0.0106793 0.00825642
internal_weight=0 554 2567 463 2447 2416 52 91 2364 428 306 265 53 212 2031 120 98 122 56 188 95 2011 115 82 1896 1240 656 591 170 421
internal_count=3121 554 2567 463 2447 2416 52 91 2364 428 306 265 53 212 2031 120 98 122 56 188 95 2011 115 82 1896 1240 656 591 170 421
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 13 147 3 12 13 4 3 1 3 3 49 0 1 3 402 42 402 12 52 3 0 13 15 16 15
split_gain=0.596718 0.158424 0.0914231 0.0987567 0.0972792 0.0894219 0.0694782 0.0663296 0.0574521 0.0560524 0.055815 0.0557369 0.115934 0.0551329 0.0586763 0.0547878 0.0512504 0.0759928 0.0585198 0.0563604 0.0706912 0.0641986 0.059599 0.0524356 0.0476178 0.0452106 0.0447654 0.0622219 0.0614239 0.0445924
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 0.11924500000000002 0.23855500000000004 0.089365000000000014 0.30112000000000005 -0.42850999999999995 -0.0093149999999999986 0.053180000000000012 -0.0049599999999999991 0.095950000000000021 0.076840000000000006 -0.0069549999999999994 0.13725000000000001 -0.092404999999999973 0.089175000000000018 -0.045649999999999989 0.090075000000000002 0.091465000000000005 0.10842 0.089570000000000025 0.089325000000000015 -0.079864999999999978 -0.081674999999999984 0.19762500000000002 -0.45963999999999994 0.057265000000000003 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 9 11 13 -9 -4 16 12 -5 14 26 -15 17 23 19 20 -18 25 -22 24 -3 -21 27 -2 -29 -6
right_child=7 10 3 4 29 -7 -8 8 -10 -11 -12 -13 -14 15 -16 -17 18 -19 -20 21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.6430405096283986e-05 0.0092118567064365681 0.0098951622339830334 0.004559602070297669 0.0083740674657747146 0.0051089850603602827 0.008824783283466052 0.0023567973595598471 0.0039370744311086397 -0.00113603879742396 0.00053799794868455606 0.0061903060067067823 0.0088831245440108703 -0.00080829461061512117 0.0090274719923565342 -3.7924133642923603e-05 0.0023945021710824223 0.0077354926993722182 0.0037018441271198833 0.0022633056026062975 0.0099082452605389771 0.0013814395647495986 0.0079129332206167215 0.0064601865641345253 0.0073490280211429872 0.014472822915634204 0.015590960816258477 0.00013438743211466957 0.0018309131717230654 0.0067306319938506935 -0.00058582346071489155
leaf_weight=28 24 105 84 44 44 31 23 34 65 59 283 206 20 33 51 20 1152 23 21 42 25 130 305 61 29 21 27 71 40 20
leaf_count=28 24 105 84 44 44 31 23 34 65 59 283 206 20 33 51 20 1152 23 21 42 25 130 305 61 29 21 27 71 40 20
internal_value=0 0.00711867 0.0056156 0.00590926 0.00686135 0.00395584 0.00763284 0.00281593 0.000606243 0.00290034 0.00750111 0.00808228 0.00550458 0.00363833 0.00292018 0.00652446 0.00769492 0.00913824 0.0075094 0.00757518 0.00736584 0.00918258 0.00607543 0.00977946 0.0108858 0.0118025 0.00385144 0.00459485 0.00359658 0.00332936
internal_weight=0 2756 559 531 357 174 293 365 99 143 2197 270 64 266 213 53 1914 218 1696 1675 1482 193 330 195 134 63 162 135 111 64
internal_count=3121 2756 559 531 357 174 293 365 99 143 2197 270 64 266 213 53 1914 218 1696 1675 1482 193 330 195 134 63 162 135 111 64
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 47 1 1 11 2 12 49 2 16 150 2 1 47 1 2 12 3 1 481 47 13 52 16 49
split_gain=29.6713 4.88318 2.46072 2.42821 1.55948 1.50519 0.974387 0.747226 0.659353 0.608118 0.53596 0.495163 0.484155 0.448282 0.441533 0.420286 0.376773 0.357656 0.348565 0.328105 0.311619 0.254138 0.337895 0.216437 0.207166 0.203145 0.1835 0.164739 0.133584 0.131904
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.11690500000000002 0.085505000000000012 0.09253500000000002 0.089625000000000024 1.0000000180025095e-35 0.13501500000000002 0.09320500000000001 -0.054984999999999992 0.090425000000000019 -0.061854999999999993 1.0000000180025095e-35 0.088850000000000012 0.16540500000000002 0.10648500000000001 0.11910500000000002 -0.0091949999999999983 -0.010834999999999999 0.11658 0.076935000000000017 -0.0066299999999999996 0.10350500000000001 -0.01163 0.12492500000000002 0.11346000000000002 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 8 18 17 -4 9 16 15 -11 -2 20 -8 23 -1 27 21 -5 -10 26 -23 -6 -18 -14 -3 -7 -12 -9
right_child=1 5 7 19 10 6 14 29 13 11 28 -13 25 -15 -16 -17 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011000740916398042 0.0006938331740021465 0.00056992978212379265 0.00095980329505643768 0.00064385175630356998 0.00095770736358944081 0.0002984158257672037 0.00043574432073432897 0.00068197570388842338 0.00079096224292388661 0.0013245287981859678 0.00065248260108773711 0.00097355418308984999 0.0010763066763291066 0.00073678797746405873 0.00074935252817363298 0.00073817836094277386 0.0011478911045400852 4.3645009909774742e-05 0.00084024423879443429 0.00039700582893945329 0.0010285808832088867 0.00081180164261775861 0.00054178609460198721 0.0010660891110698381 0.0010205458881655488 0.00091468826661355793 0.00036094735906112428 0.00047885806975411435 0.0008600835879325016 0.00050196828140528958
leaf_weight=950 23 35 34 47 308 168 45 34 23 68 26 20 67 25 28 29 55 20 20 37 274 28 49 92 459 54 30 22 22 29
leaf_count=950 23 35 34 47 308 168 45 34 23 68 26 20 67 25 28 29 55 20 20 37 274 28 49 92 459 54 30 22 22 29
internal_value=0 0.000566724 0.00103159 0.000800062 0.00104422 0.00044717 0.00036089 0.000725542 0.0010697 0.00108645 0.000944125 0.00124476 0.00095461 0.000988953 0.000556032 0.00096611 0.00107694 0.000293055 0.000597894 0.000535122 0.00101018 0.00056376 0.000639974 0.000982635 0.00103417 0.00100418 0.000473476 0.000319309 0.000747633 0.000599115
internal_weight=0 673 2448 228 2351 445 283 97 1874 1552 477 88 144 322 73 429 1464 210 162 84 297 142 77 400 514 121 65 190 48 63
internal_count=3121 673 2448 228 2351 445 283 97 1874 1552 477 88 144 322 73 429 1464 210 162 84 297 142 77 400 514 121 65 190 48 63
is_linear=0
shrinkage=0.00196078


Tree=5921
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 1 2 11 47 2 2 1 2 47 1 4 11 2 3 3 3 15 1 42 15 1 11 16 14
split_gain=28.4881 4.80481 2.33183 1.96382 1.42597 1.14789 1.00351 0.993839 0.753926 0.663583 0.632824 0.484386 0.410801 0.409801 0.374411 0.340764 0.580907 0.33921 0.332135 0.324336 0.364031 0.322514 0.312198 0.277016 0.253189 0.234627 0.231468 0.234459 0.219511 0.206204
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.09253500000000002 0.13754500000000003 1.0000000180025095e-35 0.13082500000000002 0.089885000000000007 0.14753000000000002 0.122715 0.094835000000000017 0.10648500000000001 0.088975000000000012 -0.087894999999999987 0.078340000000000007 -1.0000000180025095e-35 0.0022600000000000003 0.11658 0.30112000000000005 -0.41942499999999994 0.086920000000000011 0.099210000000000007 -0.059484999999999989 0.11910500000000002 0.084110000000000004 0.27776000000000006 0.07913000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 14 7 13 8 10 11 23 18 -2 -1 19 28 -17 -10 -6 -3 -21 24 -13 -4 -20 -15 27 -5 -12 -19
right_child=1 4 5 26 9 -7 -8 -9 17 -11 15 22 -14 25 -16 16 -18 29 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011484513792516958 0.0010020531795264713 0.0004606074674922234 0.0010948753486854244 0.00052796541804484291 0.00029840554744820343 0.00064010236294291133 0.00062250149581590886 0.0007357109268948586 0.0013824638451626098 0.00062127108653591749 0.00103293074135765 0.00036951078834724337 0.00074090991468950252 0.00096181279666686555 0.0008583056817159933 0.0010754812592301381 0.00069409915908844554 0.0010971670897715823 0.00063130692010173752 0.00081469653095529574 0.00054790122131575354 0.00029180445869876072 0.00012243845160249929 0.0010328105566766389 0.00037555662124897493 0.0006932821576342438 0.00045620688865534768 0.00080500551247739019 0.00093904606264954714 0.0012845848648703451
leaf_weight=26 115 59 927 24 69 26 69 37 30 37 598 32 29 29 20 28 34 83 46 32 51 26 51 394 22 22 37 23 114 31
leaf_count=26 115 59 927 24 69 26 69 37 30 37 598 32 29 29 20 28 34 83 46 32 51 26 51 394 22 22 37 23 114 31
internal_value=0 0.000579017 0.00103452 0.000810476 0.000460427 0.00104976 0.000794227 0.00105444 0.00105971 0.000376449 0.00105028 0.000339626 0.000949462 0.000948111 0.000607131 0.00100576 0.000866336 0.00119695 0.000401713 0.000571754 0.000650762 0.000477546 0.000217695 0.00107636 0.000548564 0.000845976 0.000572214 0.000663538 0.0010179 0.00114813
internal_weight=0 673 2448 228 445 2302 146 2276 2239 283 2095 246 144 77 162 774 62 144 163 142 83 94 83 1321 68 51 84 47 712 114
internal_count=3121 673 2448 228 445 2302 146 2276 2239 283 2095 246 144 77 162 774 62 144 163 142 83 94 83 1321 68 51 84 47 712 114
is_linear=0
shrinkage=0.00196078


Tree=5922
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 4 2 2 2 0 12 4 4 52 47 1 124 1 49 14 4 157 13 1 12 4 3 49 16
split_gain=18.3928 2.11002 1.93961 1.16425 0.922437 0.90458 0.793209 0.570495 0.554331 0.533078 0.524266 0.631755 0.512443 0.342274 0.304395 0.271225 0.249009 0.276687 0.222857 0.219124 0.212198 0.193479 0.326064 0.191613 0.19002 0.185928 0.140486 0.138979 0.140232 0.151079
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.093575000000000019 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.10803500000000001 0.13093500000000002 -0.14920999999999998 0.051320000000000005 -0.17966999999999997 0.033845000000000007 0.092965000000000006 0.077555000000000013 0.10337500000000001 -0.072314999999999977 0.16175000000000003 -0.012034999999999999 0.062655000000000016 -0.49405499999999997 -0.069619999999999987 -1.0000000180025095e-35 0.12958500000000003 0.091475000000000015 -0.50262499999999988 0.086245000000000016 0.09858500000000002 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 19 9 7 10 -3 24 15 -1 -12 -6 25 16 20 17 -14 -7 -2 21 -4 -23 -10 -9 26 -13 28 29 -24
right_child=1 5 4 -5 12 18 -8 8 23 -11 11 13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010139333395296208 0.00052659204448847203 0.00026129609998011219 0.00087847548699158972 0.00039566002864386667 0.00081401495911568862 0.00022582800411122137 0.00047164468948418894 0.00077520862168594274 0.00033940536025981502 0.00053997124220248592 0.00055152012358246111 0.0010120887688450674 0.00044200391039934034 0.00075242899136017827 0.00074120801798800088 0.00093303735111335481 0.00038581725964748781 0.00068345739983444685 1.5049715405530067e-06 0.00075304359388168505 0.0009506597267646416 0.00048083911211613348 0.00075327004461485554 0.00047663701526473969 0.00051113349367298334 0.00080990604197787408 0.00085017777781630445 0.00065281764358556384 0.0006644228025644767 0.00090164934146466972
leaf_weight=58 20 90 34 74 29 90 24 22 94 41 32 21 36 199 22 38 51 37 21 92 20 20 74 67 20 579 1091 49 35 41
leaf_count=58 20 90 34 74 29 90 24 22 94 41 32 21 36 199 22 38 51 37 21 92 20 20 74 67 20 579 1091 49 35 41
internal_value=0 0.000413694 0.000798134 0.000586509 0.000692286 0.000334131 0.00082597 0.000391238 0.000448848 0.000750127 0.000830264 0.000824722 0.000575941 0.000829348 0.000528653 0.000777833 0.000490941 0.000564384 0.000183389 0.000712606 0.000756229 0.000740859 0.000719494 0.000396514 0.000649459 0.000838399 0.000853235 0.00074348 0.000773096 0.00080617
internal_weight=0 590 2531 186 527 404 2004 293 203 352 1980 1922 175 1890 146 311 124 73 111 112 273 253 219 161 42 1691 1112 199 150 115
internal_count=3121 590 2531 186 527 404 2004 293 203 352 1980 1922 175 1890 146 311 124 73 111 112 273 253 219 161 42 1691 1112 199 150 115
is_linear=0
shrinkage=0.00196078


Tree=5923
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 0 0 4 2 13 4 12 11 1 48 11 15 4 4 2 0 52 15 3 481 4
split_gain=23.9086 2.81748 2.66397 2.00431 1.47034 0.955065 0.933709 0.83748 0.760733 0.560501 0.500187 0.49903 0.486883 0.485613 0.425147 0.394388 0.365624 0.361515 0.336644 0.314491 0.285064 0.279634 0.247623 0.228618 0.302683 0.207827 0.197581 0.195564 0.194695 0.191918
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.091545000000000015 0.14285500000000004 -0.17966999999999997 -0.23194499999999998 1.0000000180025095e-35 0.033845000000000007 0.10444500000000002 -0.00096999999999999983 -0.46376499999999993 0.13597000000000004 1.0000000180025095e-35 0.16175000000000003 0.085325000000000012 0.080150000000000013 -1.0000000180025095e-35 0.0061450000000000003 0.024790000000000003 0.088930000000000023 -0.11437499999999999 -0.53964499999999982 1.0000000180025095e-35 0.0051600000000000005 -0.00080999999999999985 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 -3 16 13 -6 -1 12 15 18 21 -11 -8 23 -7 -10 -18 -16 -5 -15 -4 -25 -2 -21 -20 -26 -22
right_child=1 5 6 7 8 17 11 -9 10 14 -12 -13 -14 22 20 -17 19 -19 27 26 29 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0012376629095026516 0.0010318891066156959 0.00050339910649197059 0.0010290356912976307 0.00044987738511465404 0.0009959088260240753 0.0003182625387351203 0.0009714741724947296 0.0002989866481114464 0.00089098495388400731 0.0010775811031085102 0.00037935165919704373 0.00083811552808550074 0.00055521217373844477 0.00085134638499478996 0.00091188970829367332 0.0007378283407012702 0.0012829741315988239 6.0139843792307613e-05 0.00058346898487742697 0.00093962981833486318 0.00085277363438816627 0.00067510413904871692 0.00058944308518956898 0.00074888199142228809 0.0011218412249696021 0.00082443528935591151 0.0011893642055832482 0.00080663719148477641 0.00096200805335211568 0.00058439046624494864
leaf_weight=22 24 133 912 67 31 126 658 44 52 42 21 154 59 35 92 29 37 25 36 29 20 31 23 23 34 82 21 26 212 21
leaf_count=22 24 133 912 67 31 126 658 44 52 42 21 154 59 35 92 29 37 25 36 29 20 31 23 23 34 82 21 26 212 21
internal_value=0 0.000522891 0.000961201 0.000653427 0.000818991 0.000382242 0.000989657 0.000537899 0.000710692 0.000942683 0.000665116 0.000938997 0.000699805 0.000605284 0.0009056 0.000961611 0.00102326 0.000275527 0.000774637 0.00114593 0.00085129 0.000521123 0.000747488 0.00101422 0.000963987 0.000871406 0.00104452 0.000677056 0.000984099 0.000715309
internal_weight=0 590 2531 306 422 284 2109 200 225 197 194 841 173 156 175 687 1268 151 114 87 133 98 58 1181 269 106 50 62 246 41
internal_count=3121 590 2531 306 422 284 2109 200 225 197 194 841 173 156 175 687 1268 151 114 87 133 98 58 1181 269 106 50 62 246 41
is_linear=0
shrinkage=0.00196078


Tree=5924
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 150 43 2 2 150 12 376 3 401 399 2 4 2 160 1427 42 158 159 159 483 2 1 50 12 43
split_gain=0.96003 0.140068 0.129744 0.12263 0.105977 0.105776 0.0911857 0.0722061 0.0686954 0.066955 0.0626899 0.0595151 0.0585416 0.0626933 0.0568898 0.0513203 0.0604605 0.0573599 0.0486885 0.0471895 0.0499988 0.0470751 0.0750949 0.0677869 0.051163 0.0530553 0.108591 0.0764913 0.0807636 0.0602027
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.084680000000000019 -0.085594999999999991 0.25063000000000007 0.14285500000000004 0.10980500000000001 0.091545000000000015 0.083785000000000012 -0.13309499999999996 0.085900000000000018 0.091580000000000009 0.085730000000000015 -0.059649999999999988 0.073895000000000002 -0.23686999999999997 0.083935000000000023 -0.12099999999999998 0.11817500000000002 0.11109000000000001 0.091005000000000016 -0.096724999999999992 0.087625000000000022 0.089875000000000024 0.089685000000000015 0.086850000000000024 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 8 -1 12 -2 15 21 -8 -3 18 19 17 -17 -6 -14 20 -12 22 23 24 -4 29 27 -27 -29 -26
right_child=1 7 10 -5 9 -7 11 -9 -10 -11 14 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0084310849426893174 0.0083346581234432331 0.0067171183924656366 0.0144654938345775 0.001622244982669751 0.0091400355938822033 0.0033162609183353025 -0.00052433823607862004 -0.0020862126140855255 0.0029047750936890093 0.0039536840099442215 0.011900455137188345 0.0056381550988936352 0.0080076118709430811 -0.002419562973082066 0.012688927878625692 0.011358188980125956 0.0076713205154863053 0.015181703100538332 0.0028862783035583563 0.013504192277434327 0.0085030701530039374 0.013844572799456674 0.0055803850532282857 0.013616815347362449 0.012141234809442049 0.0087198453170542183 0.002555329138878733 0.017136094478579857 0.0095594520981916609 0.0099213425287673629
leaf_weight=74 170 50 25 30 30 82 25 24 27 21 46 42 21 20 40 70 122 33 160 21 743 33 37 54 154 293 25 24 34 591
leaf_count=74 170 50 25 30 30 82 25 24 27 21 46 42 21 20 40 70 122 33 160 21 743 33 37 54 154 293 25 24 34 591
internal_value=0 0.00475562 0.00934571 0.00779745 0.00824171 0.00633424 0.00601131 0.00315404 0.00759046 0.00938116 0.00967216 0.00333872 0.0036551 0.0028934 0.00900747 0.00982812 0.00901549 0.0123047 0.00348047 0.00882567 0.00870114 0.010117 0.0100176 0.0101544 0.00999126 0.00989148 0.0089231 0.00937664 0.0126946 0.0103802
internal_weight=0 554 2567 447 417 279 141 275 197 276 2120 67 251 201 850 255 192 63 181 810 789 1270 1237 1200 1146 1121 376 351 58 745
internal_count=3121 554 2567 447 417 279 141 275 197 276 2120 67 251 201 850 255 192 63 181 810 789 1270 1237 1200 1146 1121 376 351 58 745
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=31
num_cat=0
split_feature=1 3 12 3 2 1 2 3 0 2 12 13 39 4 52 16 474 2 0 42 16 50 1429 52 42 0 42 42 0 13
split_gain=0.777624 0.11523 0.105093 0.0993301 0.0892928 0.084362 0.0835458 0.0856883 0.071529 0.0705744 0.0605605 0.0568116 0.0586694 0.0562981 0.0552011 0.0770446 0.0565199 0.0661664 0.053887 0.0532269 0.0514022 0.0816689 0.0743427 0.0700608 0.0858354 0.115271 0.0702008 0.0942777 0.0578548 0.053031
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.11924500000000002 -0.0091949999999999983 0.16540500000000002 0.093320000000000014 -0.087909999999999988 -0.072594999999999979 0.11411 0.11734000000000001 -0.004174999999999999 0.089130000000000015 0.024790000000000003 0.084240000000000023 -0.093244999999999981 0.086280000000000009 0.085730000000000015 -0.14226499999999997 0.086665000000000006 0.0057500000000000008 0.089685000000000015 0.083810000000000009 -0.45478499999999994 0.094725000000000018 0.13134000000000004 -1.0000000180025095e-35 0.087075000000000014 -0.11437499999999999 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 8 11 14 -8 -1 -2 18 -3 13 -13 15 -6 17 -17 -4 -9 28 23 -23 -22 25 26 -25 -28 -20 -30
right_child=1 5 10 -5 6 -7 7 19 -10 -11 -12 12 -14 -15 -16 16 -18 -19 20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0081175555075917918 0.0079738347133065362 0.002844339695312541 0.011393015746636174 0.0014600204443559052 0.004499073443002999 -0.0023355634547770027 0.0016641328978384364 0.0082142051416061197 0.00060661547031486411 0.0039486156758208038 0.0061212843056532677 0.010480421711690724 0.0009136560572577375 0.0049720229379917411 0.013894559572347337 0.015363356207722221 0.0057926161968637081 0.0091220320395489288 0.0050237190819138458 0.003485866096369656 0.0087442824522889918 0.013758585759653495 0.0064884849654679947 0.0065529114368560156 0.0087860236954416197 0.011507790125906468 -0.0025443272259453257 0.0046364504402423871 0.0093258898800099403 0.0076280043711669234
leaf_weight=21 108 244 78 30 30 25 29 159 32 73 87 28 21 55 27 29 21 41 36 28 162 39 22 42 71 20 33 41 1274 215
leaf_count=21 108 244 78 30 30 25 29 159 32 73 87 28 21 55 27 29 21 41 36 28 162 39 22 42 71 20 33 41 1274 215
internal_value=0 0.00428006 0.00841114 0.00701771 0.00741754 0.00327541 0.00797592 0.00672186 0.00358265 0.0063504 0.00870495 0.0036785 0.00563558 0.00683028 0.00980615 0.00889387 0.0103427 0.0117077 0.00881551 0.00750622 0.00871268 0.00774703 0.0111366 0.0071867 0.00596772 0.0044964 0.00328753 0.00143421 0.00898496 0.00908073
internal_weight=0 554 2567 447 417 373 364 216 53 181 2120 348 104 83 148 121 91 70 2033 187 1955 430 61 369 207 136 116 74 1525 1489
internal_count=3121 554 2567 447 417 373 364 216 53 181 2120 348 104 83 148 121 91 70 2033 187 1955 430 61 369 207 136 116 74 1525 1489
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=31
num_cat=0
split_feature=1 12 1 3 12 474 4 4 156 34 2 3 4 4 2 132 1 12 43 52 0 133 15 151 1 15 52 39 16 1209
split_gain=0.638039 0.166866 0.0924452 0.06536 0.0725649 0.065142 0.100153 0.059814 0.0592905 0.0575967 0.0920908 0.0466362 0.0760636 0.0818066 0.066631 0.0508431 0.116773 0.0460659 0.0661723 0.0670829 0.0522919 0.0540715 0.0472576 0.045258 0.054158 0.0638566 0.0573416 0.0525642 0.0560779 0.0449038
threshold=0.11829500000000003 0.051320000000000005 0.10124500000000002 0.31370500000000007 -0.42850999999999995 0.086280000000000009 -0.14098499999999997 0.053180000000000012 0.085790000000000019 -0.021334999999999996 0.11870500000000002 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 0.079970000000000013 0.081670000000000006 0.09857500000000001 0.07827000000000002 1.0000000180025095e-35 -0.053834999999999994 -0.076779999999999987 -0.053579999999999996 0.050660000000000004 0.095950000000000021 -0.11713499999999999 0.10744000000000002 0.10166000000000001 -1.0000000180025095e-35 0.083050000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -5 8 -7 11 23 -2 -11 14 13 -13 -3 16 -16 18 19 22 21 -19 -9 24 25 -1 27 28 -27 -14
right_child=3 7 -4 4 -6 6 -8 17 -10 10 -12 12 29 -15 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.013096499123743603 0.00038513421340910503 0.01426635726641577 0.0043554118257146971 0.0042861928353565473 -0.001570483224765797 0.0081893704831600186 -0.0018182896880898627 0.0060536927033016195 0.010661022246064505 0.0069898280564366895 0.0028547476545502087 0.0077891629446169425 0.0078201597252804105 -1.6718775033950807e-05 0.0022829990135505795 0.013070012406324563 0.0096584404838959814 0.0070086791490515075 0.011902555622617474 0.0087381855407073043 0.0083611965142190454 0.00071480463205565075 0.00082895864287148345 0.0024088240627731599 0.0033239568692321579 0.0070029814590737739 0.0024885385551235897 0.0033408935996703804 0.011338149959221484 0.0095710227522678559
leaf_weight=21 43 26 231 34 56 20 20 70 49 85 147 29 1529 25 28 23 92 21 27 78 25 39 23 21 30 74 22 21 50 162
leaf_count=21 43 26 231 34 56 20 20 70 49 85 147 29 1529 25 28 23 92 21 27 78 25 39 23 21 30 74 22 21 50 162
internal_value=0 0.0074304 0.00588779 0.00298117 0.000642039 0.006967 0.00318554 0.00782289 0.00749221 0.00374671 0.00436976 0.00802353 0.00786991 0.00417533 0.00960968 0.00876301 0.0079375 0.00646594 0.00730188 0.00657546 0.0045187 0.00291766 0.00476155 0.00684253 0.00726963 0.00789926 0.00724572 0.0079675 0.00875103 0.00798789
internal_weight=0 2756 559 365 90 328 40 2197 288 275 232 1914 1745 54 169 143 120 283 198 171 85 60 93 239 218 188 167 145 124 1691
internal_count=3121 2756 559 365 90 328 40 2197 288 275 232 1914 1745 54 169 143 120 283 198 171 85 60 93 239 218 188 167 145 124 1691
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 2 1 4 1 2 16 49 159 1 2 4 0 96 3 3 1 16 49 43 43 47 150
split_gain=20.4076 3.36006 1.79902 1.67236 1.1406 0.999511 0.715667 0.629099 0.589569 0.554146 0.54984 0.423981 0.488514 0.382352 0.356115 0.254755 0.249096 0.234984 0.221764 0.24906 0.203134 0.214391 0.209687 0.318927 0.200029 0.216222 0.191452 0.187453 0.177534 0.152467
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11654500000000001 0.095545000000000005 0.062655000000000016 0.31358000000000003 0.14122000000000004 0.077845000000000011 -0.064804999999999988 0.086920000000000011 0.089775000000000008 -0.52595999999999987 -0.054984999999999992 0.078675000000000009 0.11910500000000002 -0.0091949999999999983 -0.013514999999999998 0.14486500000000005 0.087655000000000025 0.30112000000000005 0.10299500000000002 0.13075500000000004 -0.43320999999999993 -1.0000000180025095e-35 -0.080324999999999994 0.057265000000000003 0.10350500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 15 6 11 10 13 -4 -6 -1 17 -7 -2 29 -5 -13 19 27 21 22 23 -12 -20 -26 -11 -15 -16 -3
right_child=1 4 9 16 7 8 -8 -9 -10 26 20 12 -14 18 28 -17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00091727113526210945 0.00058508265782080163 0.00063189612102338712 0.00084341295553940008 0.00055534341308440969 0.00060887326234133237 0.00057138641661400003 0.0011012438891314659 2.9528829892698239e-05 0.00058741871550828861 0.00058234157998497942 0.00045521867547828351 0.00069914896026317618 0.00054675542986860459 0.00092081379109866578 0.00091867434819748709 0.00038242652160245291 0.00034026173318508731 0.00087408772842998545 0.00093067229646946552 0.00071120848767294452 0.00012936949804703504 0.00024965944515106673 0.0005045490729300257 0.00023033121810751218 0.00058039219867365033 0.00079472940453588644 0.00035468963369745393 0.00078181237891348869 0.00076758658747441027 0.00049112314036291974
leaf_weight=1245 23 64 28 47 27 21 70 27 41 49 44 32 20 218 67 38 37 381 37 31 21 78 37 54 20 190 20 45 54 55
leaf_count=1245 23 64 28 47 27 21 70 27 41 49 44 32 20 218 67 38 37 381 37 31 21 78 37 54 20 190 20 45 54 55
internal_value=0 0.000486919 0.000872451 0.000680476 0.000387749 0.000883248 0.000906994 0.000314454 0.000814413 0.000610764 0.000343929 0.00089889 0.00084604 0.000830973 0.000808734 0.0005222 0.000460605 0.000860533 0.000841049 0.000877437 0.000313359 0.000331499 0.000378784 0.000331301 0.000797738 0.000774316 0.000516356 0.00089703 0.000851247 0.000566833
internal_weight=0 673 2448 228 445 2351 1748 288 603 97 261 1678 433 562 144 157 84 413 541 294 234 213 135 98 247 210 69 263 121 119
internal_count=3121 673 2448 228 445 2351 1748 288 603 97 261 1678 433 562 144 157 84 413 541 294 234 213 135 98 247 210 69 263 121 119
is_linear=0
shrinkage=0.00196078


Tree=5928
num_leaves=31
num_cat=0
split_feature=1 12 44 4 43 13 3 15 1 12 10 0 10 2 9 0 0 150 10 133 4 49 16 52 4 0 16 40 42 3
split_gain=0.610391 0.161767 0.095428 0.0965317 0.0906641 0.117446 0.0832147 0.1807 0.0982244 0.0747785 0.0671489 0.113971 0.0799381 0.0746411 0.0711858 0.0627119 0.0956335 0.0710388 0.0631499 0.0590024 0.0587012 0.0586003 0.100122 0.0761653 0.0559749 0.0531323 0.0505469 0.047624 0.0475325 0.0588683
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 -0.23714499999999997 0.05868000000000001 0.11296500000000002 -0.0058549999999999991 0.085110000000000005 -1.0000000180025095e-35 -0.079859999999999987 -0.05208999999999999 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.071924999999999989 -0.14454499999999995 0.086615000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.40124500000000002 -0.061079999999999988 -0.36241499999999999 -0.061194999999999992 0.50996500000000011 -0.036484999999999997 0.24134000000000003 -0.0061149999999999998 0.11457500000000002 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 8 -8 27 -1 11 -2 13 14 -12 16 21 -17 -18 -15 28 -10 -23 -24 -14 -21 -11 -6 -3 -30
right_child=10 20 -4 4 5 -7 7 -9 15 26 12 -13 24 19 -16 17 18 -19 -20 25 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029270844982238488 0.0032331456563791591 0.0079055485762682207 0.011487430041389806 0.010476204047531442 0.0068943533001049441 -0.0026139970551329584 0.0049230507793254219 -0.0059542462462559348 0.0065828175274267172 0.013176005140745215 0.0021386510433836119 -0.0062803369140601722 -0.0040950470293561617 -0.0015260165915824474 0.0082205813134839725 -0.00095889255090797737 0.0047294997002767479 0.0064743032911792403 0.011437562584958667 0.002965464571917114 0.0038066702079959215 0.0080260928953066468 0.0028411537533005078 -0.0051257188431918623 0.0027887160769077364 0.0085198322730138908 0.0078296915927542916 0.012124811823445339 0.0079057402623785213 0.0040962376688855181
leaf_weight=20 34 1996 28 27 49 22 56 21 48 28 27 20 21 25 67 36 23 20 36 124 38 20 30 20 27 20 48 27 87 76
leaf_count=20 34 1996 28 27 49 22 56 21 48 28 27 20 21 25 67 36 23 20 36 124 38 20 30 20 27 20 48 27 87 76
internal_value=0 0.00731643 0.00579759 0.00549756 0.00486416 0.00449277 0.00489782 0.00195652 0.00563077 0.00836766 0.00296467 -0.000290366 0.00352986 0.00421478 0.00647364 0.00461251 0.0055353 0.00169582 0.00882256 0.00295837 0.00770289 0.00389167 0.00204632 -0.000345595 -0.00022293 0.0037369 0.00979939 0.00875254 0.00777146 0.00612953
internal_weight=0 2756 559 531 435 408 386 77 309 96 365 54 311 263 94 233 177 56 59 169 2197 118 70 50 48 144 76 76 2159 163
internal_count=3121 2756 559 531 435 408 386 77 309 96 365 54 311 263 94 233 177 56 59 169 2197 118 70 50 48 144 76 76 2159 163
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 15 33 46 16 4 15 2 47 0 12 13 12 3 4 51 3 52 2 43 3 131 48 52 1446 1 12
split_gain=0.494731 0.143168 0.0839846 0.0833237 0.0672221 0.0671421 0.0637936 0.0612387 0.0586307 0.0581113 0.0880225 0.0583343 0.0518592 0.0506147 0.049 0.0477099 0.055571 0.0758921 0.0505406 0.0623389 0.0444939 0.0414993 0.0377535 0.0375749 0.0516775 0.0365465 0.104817 0.0597472 0.0495302 0.105732
threshold=0.12000500000000001 0.051320000000000005 -1.0000000180025095e-35 -0.27302499999999996 0.024640000000000006 0.083840000000000012 0.084955000000000017 0.15273500000000004 0.40945500000000007 -1.0000000180025095e-35 0.10276500000000001 0.084635000000000016 0.024095000000000002 0.099815000000000015 0.25761500000000009 -0.089199999999999988 0.149315 -0.04890499999999999 -0.031924999999999995 -0.045649999999999989 -0.088614999999999985 -1.0000000180025095e-35 -0.085154999999999995 -0.0096849999999999974 0.094655000000000017 0.090720000000000009 0.091820000000000013 0.11018500000000002 0.079415000000000013 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 22 7 9 15 10 11 20 23 21 -15 -2 17 -17 -19 -20 -5 -3 -1 -10 -25 27 -27 28 -23 -30
right_child=8 13 3 4 -6 -7 -8 -9 12 -11 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0036120063858106734 0.0083391317443567373 0.011675440380349756 -0.00057380893045947659 0.0099556000275091115 0.0092584090996891827 0.0064742088761358041 0.010974297723732889 0.0077834732652020955 0.0041597245635505084 0.0015499404962890997 0.0035642372014202703 0.011754168409176848 -0.0027011661856834379 0.0054788449192022309 0.0092685410323993939 0.0093024739122483883 -0.00028150167437321648 0.0056686494313180451 0.0043760004076397142 -0.0033292148994015797 0.0051096852933470577 0.0074987526594733935 0.0022170688356272878 -0.00036517995222193469 0.0052312186093158314 0.0067248874586056427 -0.00043924512768474716 0.011322904890403152 -0.00065628756946396272 0.0066045268147522408
leaf_weight=20 21 20 21 24 52 21 20 75 52 52 157 22 28 334 38 24 34 35 21 21 90 1153 25 77 21 137 24 35 21 446
leaf_count=20 21 20 21 24 52 21 20 75 52 52 157 22 28 334 38 24 34 35 21 21 90 1153 25 77 21 137 24 35 21 446
internal_value=0 0.0065626 0.00516297 0.00559496 0.00585826 0.00180523 0.00545642 0.00519367 0.00248984 0.00463067 0.00517742 0.00703969 0.00124949 0.00692963 0.00586596 0.0039051 0.00321536 0.00439252 0.00286215 0.000523393 0.00612988 0.00714514 -0.000373631 0.00198695 0.000834048 0.00709525 0.00565694 0.00723517 0.00714685 0.00627802
internal_weight=0 2787 579 513 492 66 440 420 334 345 293 136 178 2208 372 156 135 101 77 42 114 1836 45 150 98 1816 161 1655 1620 467
internal_count=3121 2787 579 513 492 66 440 420 334 345 293 136 178 2208 372 156 135 101 77 42 114 1836 45 150 98 1816 161 1655 1620 467
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 2 4 14 47 52 2 3 1 43 4 12 2 0 16 1 51 51 16 4 16
split_gain=19.4253 2.40807 2.24415 1.2884 1.18683 1.12664 0.802763 0.665925 0.644897 0.518517 0.42125 0.376322 0.349654 0.293824 0.259047 0.312643 0.432146 0.252857 0.251587 0.307326 0.245806 0.245499 0.234172 0.264945 0.190658 0.178033 0.204997 0.175495 0.174343 0.171472
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 -0.16363499999999997 0.10803500000000001 0.11389000000000002 0.033845000000000007 0.076175000000000007 0.077555000000000013 1.0000000180025095e-35 0.10402500000000002 -0.0063699999999999989 0.122715 -0.078654999999999989 -0.033174999999999989 0.13597000000000004 0.31358000000000003 -0.11173999999999999 -0.43320999999999993 0.12958500000000003 -0.10056999999999998 -0.033649999999999992 -0.039889999999999988 -0.50262499999999988 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 17 7 12 -3 -5 24 13 20 22 25 15 16 -10 -2 -11 -20 -8 -7 23 -4 -9 -1 -27 29 -24 -28
right_child=1 5 6 8 -6 21 11 9 14 18 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 28 -25 -26 26 27 -29 -30 -31
leaf_value=0.00096336188646602443 0.00083812103150669856 0.00030946482478160094 0.00089805321032259647 0.00087324864526175004 0.00046304651478302496 0.00027017238721413229 0.00087303826956668801 0.00083207962187853727 0.00046803806794852744 0.00028880618305669888 0.00057453445844524891 0.00075877725831272763 0.0010915795180752859 0.0010295996027409285 0.0007560216773298187 0.00041549908904901165 0.00075635207061224572 0.00062543546039160237 0.00071409920267030301 0.00045579410524817116 0.00068862931028340938 5.5243636528131486e-05 0.0011004414691143678 0.00061946813326701176 0.00056756170649154513 0.0006253046765525073 0.00091618482583488519 0.00091493662092334224 0.00092013852684142783 0.0007056627312287694
leaf_weight=31 83 90 35 31 74 84 666 22 41 27 22 156 46 33 23 54 39 29 21 113 29 27 21 21 20 22 21 54 1135 51
leaf_count=31 83 90 35 31 74 84 666 22 41 27 22 156 46 33 23 54 39 29 21 113 29 27 21 21 20 22 21 54 1135 51
internal_value=0 0.00047112 0.000866203 0.000735678 0.000655737 0.000386122 0.00089232 0.000449855 0.000614806 0.000512096 0.000832789 0.000845808 0.000923784 0.000859589 0.000563775 0.000530778 0.000608591 0.000783051 0.000461482 0.000496275 0.000865344 0.000217892 0.000917415 0.000793584 0.000706119 0.000828247 0.000799946 0.000830439 0.000923414 0.000767065
internal_weight=0 590 2531 422 186 404 2109 293 188 203 234 851 1258 212 157 134 80 112 161 134 695 111 1212 56 42 179 148 126 1156 72
internal_count=3121 590 2531 422 186 404 2109 293 188 203 234 851 1258 212 157 134 80 112 161 134 695 111 1212 56 42 179 148 126 1156 72
is_linear=0
shrinkage=0.00196078


Tree=5931
num_leaves=31
num_cat=0
split_feature=1 12 10 1 4 4 2 158 151 0 1 402 1446 403 133 16 1213 1420 16 0 12 482 475 159 52 3 0 1375 13 15
split_gain=0.480639 0.137422 0.0822326 0.0781788 0.0577364 0.0509489 0.0505141 0.0494384 0.053234 0.0482921 0.0711495 0.0532402 0.0656795 0.0561799 0.0759583 0.0939786 0.0660581 0.0530446 0.0653997 0.0833807 0.0818657 0.116759 0.090731 0.051528 0.0507851 0.0503155 0.0471415 0.0505412 0.056289 0.0471086
threshold=0.11910500000000002 0.051320000000000005 -0.089679999999999982 0.10124500000000002 0.40945500000000007 0.053180000000000012 0.14285500000000004 0.085030000000000008 1.0000000180025095e-35 -0.092404999999999973 0.089175000000000018 0.090075000000000002 0.11483500000000001 0.23383500000000004 0.11269500000000002 -0.008904999999999998 -0.084954999999999989 -0.083279999999999979 -0.0051099999999999991 -0.087974999999999984 0.087830000000000005 0.086210000000000023 -0.085754999999999984 0.088800000000000004 -0.080114999999999978 -0.059315 0.11070500000000001 -1.0000000180025095e-35 -0.090639999999999984 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 26 6 9 -2 8 -7 10 -3 12 17 14 15 16 -13 -11 24 -20 21 22 -21 25 -19 -22 27 -4 -29 -6
right_child=4 5 3 -5 29 7 -8 -9 -10 11 -12 13 -14 -15 -16 -17 -18 18 19 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011236284102778883 0.0051772081259604513 0.0091228049835011087 0.002078909134226186 0.003995584268059643 0.0024104151891411415 0.0044106051774828563 0.0013223647515346506 0.0080054316578594877 0.0095984051363881343 0.010444610005913256 0.0032420522695326293 0.013946405755863948 0.0016368474327027799 0.0059602043060891213 0.0039368826709687711 0.016329447228623475 0.007653548788157819 0.01053403890799991 0.0010399737368736949 0.015464532644609395 0.0061801340210141317 0.0016020827507600189 0.0081565338613178873 0.0019108526657174271 0.0070187657463540807 0.001301941526648791 0.0027023581953178489 0.0032342508115107194 0.0077013983204373866 -0.0011152632006791085
leaf_weight=20 111 195 21 230 133 196 49 69 22 39 23 22 25 61 20 23 69 43 35 23 262 20 65 39 929 23 31 32 238 53
leaf_count=20 111 195 21 230 133 196 49 69 22 39 23 22 25 61 20 23 69 43 35 23 262 20 65 39 929 23 31 32 238 53
internal_value=0 0.00655651 0.00517547 0.0054037 0.00260388 0.0069151 0.00399666 0.00567254 0.00493414 0.00710122 0.00850236 0.00692133 0.00671964 0.00847591 0.00962112 0.0106184 0.0091749 0.00680562 0.00670699 0.0057344 0.00611473 0.00849908 0.0100666 0.00531995 0.00717428 0.00578646 0.0064095 0.00680442 0.00717196 0.00140579
internal_weight=0 2775 572 552 346 2203 160 287 218 1916 218 1698 1503 195 134 114 91 1478 1439 467 432 108 88 324 972 285 322 291 270 186
internal_count=3121 2775 572 552 346 2203 160 287 218 1916 218 1698 1503 195 134 114 91 1478 1439 467 432 108 88 324 972 285 322 291 270 186
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 2 2 14 4 13 0 4 47 12 39 0 15 1429 1 4 3 11 4 16 16 124
split_gain=15.9074 1.75314 1.68798 1.03789 0.961481 0.721033 0.718203 0.618993 0.588673 0.385386 0.379606 0.300516 0.26189 0.253166 0.24601 0.241405 0.229485 0.217396 0.20561 0.200393 0.212679 0.197371 0.175694 0.167587 0.201895 0.16193 0.26515 0.160049 0.159459 0.142258
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.091545000000000015 -0.16363499999999997 -0.025214999999999998 0.11177500000000001 0.11389000000000002 0.076175000000000007 0.053180000000000012 -0.47860499999999995 -0.067094999999999988 -0.011209999999999999 0.077555000000000013 0.13597000000000004 0.096625000000000016 -0.11437499999999999 -0.095244999999999982 -0.047929999999999993 0.10124500000000002 -0.064054999999999987 0.090900000000000009 0.080455000000000013 -0.15464999999999998 -0.008904999999999998 -0.066924999999999985 -0.072314999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 21 8 11 -5 18 -10 16 19 17 -7 22 -11 23 25 -3 20 -4 -2 29 -1 -25 26 -8 -17 -28 -9
right_child=1 5 6 7 -6 13 12 14 9 15 -12 -13 -14 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00078848071627130424 0.00082696479519987418 0.00032927352949094479 0.00079372739897611325 0.00077253849511279258 0.00036759303113278823 0.0002353644175763526 0.0005379180725927986 0.00047585475504353394 0.00061159001175424684 0.00056939032377007804 0.00046982980721734739 0.00094872853208177634 0.00064081165039704192 2.0243712206743548e-05 0.00030274522705694935 0.00039154167074940504 0.0008906760893261865 0.00056827710318033402 0.00018598164323487784 0.00079202669981561283 0.00051466750031481487 0.00061607775837263274 0.00043907130924927422 0.00071194646932205559 0.00051422097676659775 0.00083390636800108244 0.00077289128217164819 0.00020693373504806969 0.00070803449146388735 0.000669787071071968
leaf_weight=69 21 99 21 31 74 58 26 26 39 22 22 46 137 33 28 65 33 29 63 1180 21 91 70 84 26 66 290 25 293 33
leaf_count=69 21 99 21 31 74 58 26 26 39 22 22 46 137 33 28 65 33 29 63 1180 21 91 70 84 26 66 290 25 293 33
internal_value=0 0.000383504 0.000741027 0.000627826 0.000541028 0.000310981 0.000763678 0.000519339 0.000355646 0.000443723 0.000714987 0.000793146 0.000719248 0.000157354 0.000469344 0.000385269 0.000740428 0.000734512 0.000273549 0.00078729 0.000654197 0.000655619 0.000505505 0.000712729 0.000665211 0.000741654 0.000731656 0.000340262 0.000740296 0.000584325
internal_weight=0 590 2531 422 186 404 2109 188 313 151 234 1268 841 91 157 112 212 704 162 1222 42 112 129 179 110 675 609 90 583 59
internal_count=3121 590 2531 422 186 404 2109 188 313 151 234 1268 841 91 157 112 212 704 162 1222 42 112 129 179 110 675 609 90 583 59
is_linear=0
shrinkage=0.00196078


Tree=5933
num_leaves=31
num_cat=0
split_feature=1 1 155 15 11 46 12 150 3 10 14 131 50 1210 41 2 52 52 0 3 43 131 1 4 0 16 43 151 12 2
split_gain=0.460753 0.0914828 0.0755216 0.0744739 0.0748444 0.0741676 0.0855844 0.086293 0.0829906 0.0723484 0.0720236 0.0690391 0.0694328 0.0682537 0.0789654 0.0527443 0.0740481 0.0714984 0.0670684 0.0705295 0.0568364 0.0526378 0.0481206 0.0509725 0.0491908 0.0529003 0.0491673 0.0537339 0.060586 0.0626274
threshold=0.10920500000000001 0.14262000000000002 0.084785000000000013 0.024640000000000006 0.075910000000000019 0.084955000000000017 0.082095000000000015 -0.099594999999999975 0.11924500000000002 -0.062879999999999978 0.078235000000000013 0.096070000000000016 0.14026500000000003 -0.0084249999999999985 0.077565000000000009 0.11870500000000002 0.047850000000000011 -0.087769999999999987 -0.071924999999999989 0.092670000000000016 -0.081779999999999978 0.091295000000000015 0.13869000000000004 -0.0086549999999999978 -0.046359999999999991 -0.0094449999999999968 -0.025214999999999998 0.050660000000000004 0.092255000000000018 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 -5 6 7 -1 15 -3 -6 12 22 -8 -15 16 17 -9 19 20 -19 -11 23 24 25 -2 -25 28 29 -28
right_child=1 9 -4 4 10 -7 13 8 -10 21 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0014816069177218847 0.011367263616411947 -0.0039297773544676607 0.0086282225854864177 0.0069737857517031049 0.014420689847557462 0.011719905350195327 0.0020842736367793642 0.0073483759447469143 -0.00058730161981657147 0.0035975869760477511 0.0076279556957652445 0.0073532600856075691 0.0089324431214481605 0.0068067830832586858 0.001677011657926825 0.00085760519394408095 0.0088362955516920645 0.0019760241140969674 0.0002964320144383237 0.00027051302873028015 0.0073263867693770281 -0.0022797924873884769 -0.0016532110537148337 0.000772194852354005 0.0022958671123099825 0.0045264727048701251 0.0088745268771336198 0.0083270684860291943 -0.0012420642634554367 0.0027304159903226871
leaf_weight=21 20 25 33 1077 27 23 34 91 24 64 37 45 20 938 31 23 65 26 40 26 84 20 22 100 30 26 21 21 28 79
leaf_count=21 20 25 33 1077 27 23 34 91 24 64 37 45 20 938 31 23 65 26 40 26 84 20 22 100 30 26 21 21 28 79
internal_value=0 0.00338917 0.00402515 0.00656907 0.00717122 0.00608726 0.00599492 0.00475815 0.00510389 0.000792709 0.0104936 0.00365646 0.00320318 0.00648815 0.00664267 0.00548865 0.00580947 0.00507261 0.00389593 0.00495461 0.00606176 0.00219821 0.00287296 0.00317935 0.00544618 0.00750073 0.00248746 0.00363865 0.00286945 0.00402068
internal_weight=0 554 445 2567 1141 1426 1403 400 379 109 64 412 367 1003 969 355 332 267 176 136 110 84 347 325 76 46 249 149 128 100
internal_count=3121 554 445 2567 1141 1426 1403 400 379 109 64 412 367 1003 969 355 332 267 176 136 110 84 347 325 76 46 249 149 128 100
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 10 1 2 47 1 1 0 133 47 16 130 2 52 0 52 51 475 484 13 457 1420
split_gain=12.475 2.06177 1.3044 1.00474 0.817745 0.64785 0.526358 0.445248 0.400994 0.287465 0.28534 0.268768 0.207445 0.199426 0.173794 0.170559 0.162074 0.16877 0.350078 0.144124 0.144656 0.142008 0.138739 0.132608 0.142663 0.13981 0.128372 0.121201 0.166331 0.116054
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.27834500000000006 0.062655000000000016 -0.062879999999999978 0.077845000000000011 0.092235000000000025 0.13082500000000002 0.087135000000000004 0.14860500000000001 -0.095504999999999993 0.089200000000000015 0.10019500000000002 -0.51370499999999997 -0.076894999999999977 0.14122000000000004 -0.56176499999999996 -0.036484999999999997 0.26521500000000003 0.11144500000000002 -0.088274999999999978 0.085905000000000009 -0.07743499999999999 0.048635000000000005 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 -6 11 14 -5 13 22 23 -4 -15 17 19 -19 -3 26 -13 -11 25 -25 -1 -21 -23 -29 -27
right_child=1 2 9 10 7 -7 -8 -9 -10 12 -12 21 -14 15 -16 -17 -18 18 -20 20 -22 27 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.00062423650522849708 0.00071200156975797049 0.00021982285349319379 0.00020256052040221059 0.00067446104143889681 0.00064347620183222837 0.00048849890952065483 0.00041684467883352285 0.00039213007411008756 0.0008545440210334488 0.0001883096681949954 0.00043876267320108254 0.00080234821536393159 0.00045361603118034027 0.00059482658805410846 -4.2666305660032754e-05 0.00071039773034571715 0.0002607972379843422 0.0003269312436319366 0.00068495956316492915 0.0003856873906398653 0.00023660225720674384 0.00071918794228066814 0.00032943929457460305 0.00073927538338996448 0.00052827642350698322 0.00090181185334336524 0.00054537311774046032 0.00066896056143949778 0.00050125363027202143 0.00075093920248537152
leaf_weight=33 76 22 25 28 84 48 22 40 84 71 67 37 21 57 20 354 42 21 21 161 22 189 43 28 22 20 22 432 24 985
leaf_count=33 76 22 25 28 84 48 22 40 84 71 67 37 21 57 20 354 42 21 21 161 22 189 43 28 22 20 22 432 24 985
internal_value=0 0.000407323 0.000369672 0.000705899 0.00042776 0.000713942 0.000718673 0.000562397 0.000721605 0.000229292 0.000508232 0.000716485 0.000274532 0.000731167 9.35708e-05 0.00069437 0.000374079 0.000391766 0.000505945 0.00037064 0.000386825 0.000684215 0.000241543 0.000745067 0.000646436 0.000749818 0.000404885 0.000677438 0.000660134 0.000753942
internal_weight=0 691 615 2430 435 2335 2287 124 2265 180 95 2181 135 1499 45 411 311 269 42 227 205 682 114 1088 50 1038 183 645 456 1005
internal_count=3121 691 615 2430 435 2335 2287 124 2265 180 95 2181 135 1499 45 411 311 269 42 227 205 682 114 1088 50 1038 183 645 456 1005
is_linear=0
shrinkage=0.00196078


Tree=5935
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 14 2 4 51 12 47 1 1 49 0 52 2 13 52 43 15 0 16 16 3 12
split_gain=34.003 4.10312 3.6826 3.338 2.03235 1.6998 1.31804 1.28425 1.26199 0.762718 0.648842 0.600352 0.441731 0.431462 0.424778 0.373055 0.306714 0.312692 0.305098 0.272925 0.262403 0.253544 0.249534 0.248783 0.298525 0.226726 0.298486 0.196457 0.222767 0.193732
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.40124500000000002 0.091475000000000015 -0.16363499999999997 0.076175000000000007 0.11389000000000002 0.033845000000000007 -0.10056999999999998 0.13597000000000004 0.091680000000000011 0.16175000000000003 0.10124500000000002 -0.061079999999999988 -0.11242999999999999 0.048520000000000008 0.14122000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.041049999999999996 -1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 -0.066924999999999985 -0.15713499999999997 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 10 15 29 9 -6 25 12 13 -1 18 16 -3 17 -10 -9 23 21 -2 -23 -14 -25 26 -4 -20 -29 -5
right_child=1 5 7 6 8 -7 -8 11 14 -11 -12 -13 19 -15 -16 -17 -18 -19 27 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012091551198419143 0.00047695943546861321 0.00028050141822840016 0.0011015923250289191 0.0011601662549366747 0.0010912269052261797 0.00069942672831132255 0.00055589685338287571 0.0012967170672673804 0.00084772186140558679 0.0013697840864091274 0.00068295738027296599 0.00091340932180349282 0.00074346281247201303 0.00081388400445684057 0.0008639290401032271 3.1771029284144104e-05 0.0005225742268701411 0.00054960759231832874 0.0010881172849039336 0.0011065259311228296 0.00031943334850902648 0.00076037294225268109 0.00053148101315890744 0.00090497053415496262 0.0011447834410151167 0.0011184565593150998 0.00080589855752405328 0.0011482832413613146 0.0010005283028968219 0.00095930480726939783
leaf_weight=45 122 164 35 24 31 38 33 20 31 46 22 156 21 29 31 27 71 24 295 53 25 30 47 64 29 1156 21 45 306 80
leaf_count=45 122 164 35 24 31 38 33 20 31 46 22 156 21 29 31 27 71 24 295 53 25 30 47 64 29 1156 21 45 306 80
internal_value=0 0.000525995 0.00104871 0.000656229 0.000881505 0.000320691 0.000897321 0.00108216 0.000729694 0.00112196 0.00100347 0.00102333 0.00103673 0.00104801 0.000658309 0.000245341 0.00060772 0.000717636 0.0010582 0.000990272 0.000508775 0.000532562 0.00062066 0.000936224 0.000979751 0.00111255 0.000990707 0.00105082 0.00101947 0.00100566
internal_weight=0 590 2531 361 422 229 137 2109 188 1258 234 851 212 695 157 191 126 55 666 167 224 199 77 114 93 1212 56 646 351 104
internal_count=3121 590 2531 361 422 229 137 2109 188 1258 234 851 212 695 157 191 126 55 666 167 224 199 77 114 93 1212 56 646 351 104
is_linear=0
shrinkage=0.00196078


Tree=5936
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 14 1 2 457 4 0 49 15 158 12 1 4 132 1 475 43 13 40 12 4 4 47
split_gain=18.5661 2.32555 1.98701 1.27153 1.1307 0.943064 0.735314 0.740371 0.631897 0.534893 0.446667 0.492058 0.307266 0.301356 0.251033 0.214076 0.2107 0.209313 0.25024 0.211175 0.204294 0.390248 0.198073 0.191595 0.224379 0.185214 0.182175 0.169703 0.156397 0.15447
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.076975000000000002 0.09253500000000002 0.13501500000000002 0.080930000000000016 0.033845000000000007 -0.11173999999999999 -0.012034999999999999 -0.097454999999999986 0.080695000000000003 0.087765000000000024 0.089770000000000016 -0.51253999999999988 0.088890000000000011 0.15799000000000005 -0.081364999999999979 -0.078654999999999989 -0.0075049999999999987 -0.077714999999999992 -0.07983999999999998 -0.020529999999999996 0.24564500000000003 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 14 6 25 -8 12 -4 11 22 13 15 -2 -1 28 18 19 -15 21 -7 -5 -9 26 -3 -25 -17 -14 -16
right_child=1 5 9 10 -6 20 7 23 -10 -11 -12 -13 16 17 29 27 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00093105633037271203 0.00057400856422735189 0.00038976251390300878 0.00080197101229030501 0.00093008045238607067 0.00046075994813164268 0.0002575369999927428 0.00073944147151001807 0.0002964287226615215 0.0010644385349127203 0.0005066871163057012 0.0005962968369477179 0.0005689514783719144 0.00079261818306803212 0.0011246233623401791 0.00092132568032821289 0.00083702903952312998 0.00092969582914937017 0.00087354591082364761 0.00075135242439633811 0.00092030774811488133 0.00039012773271370068 -5.4572899734564852e-05 0.00079826371330696884 0.00052467091702947436 0.00056794328412648331 0.00021146592966378271 0.00032741121450654171 0.00061895266366475876 0.00060425213592893933 0.00075487231658148235
leaf_weight=23 20 42 34 50 74 67 42 27 75 77 48 34 111 20 34 23 38 850 33 706 24 20 355 30 59 48 45 34 20 58
leaf_count=23 20 42 34 50 74 67 42 27 75 77 48 34 111 20 34 23 38 850 33 706 24 20 355 30 59 48 45 34 20 58
internal_value=0 0.000467413 0.000853659 0.000865426 0.000648839 0.000383885 0.000442194 0.000507598 0.000887985 0.000597134 0.000775881 0.000795517 0.000880863 0.000888839 0.000773106 0.000771379 0.000801149 0.000894679 0.000918346 0.000925936 0.000229969 0.000185788 0.000814537 0.000447117 0.00047748 0.000294671 0.000406315 0.000706948 0.00076386 0.000816388
internal_weight=0 590 2531 2420 186 404 293 203 1933 111 487 439 1858 1689 112 80 169 1609 759 726 111 87 405 161 134 90 75 57 131 92
internal_count=3121 590 2531 2420 186 404 293 203 1933 111 487 439 1858 1689 112 80 169 1609 759 726 111 87 405 161 134 90 75 57 131 92
is_linear=0
shrinkage=0.00196078


Tree=5937
num_leaves=31
num_cat=0
split_feature=1 52 12 1 12 4 1 47 2 2 4 11 0 2 10 15 3 457 15 3 16 12 1 12 12 47 1 0 4 3
split_gain=48.2426 7.40024 4.12496 3.87651 2.60835 1.83082 1.59584 1.2112 1.08369 1.08127 1.0173 1.00027 0.691526 0.666073 0.655723 0.620978 0.61279 0.498575 0.45657 0.434901 0.395921 0.374957 0.3518 0.306882 0.305175 0.303986 0.293073 0.432539 0.287507 0.292757
threshold=0.10508500000000001 -0.40967499999999996 -0.029094999999999999 0.12408500000000001 0.088725000000000012 0.042705000000000007 0.09253500000000002 0.13082500000000002 0.10882500000000002 0.12992500000000004 0.36766000000000004 1.0000000180025095e-35 -0.14832499999999996 0.090425000000000019 -0.014199999999999999 0.024640000000000006 -0.05647499999999999 0.080930000000000016 -0.086849999999999997 -0.12711499999999995 -0.12029499999999999 0.095780000000000018 0.085110000000000005 0.10061500000000002 0.094835000000000017 0.10648500000000001 0.087135000000000004 -0.097024999999999986 0.42051500000000003 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 25 9 18 14 23 11 12 13 -7 19 -5 -13 -16 24 -1 -4 21 -14 -19 -6 -15 -3 -21 -28 29 -18
right_child=1 3 5 7 8 10 -8 -9 -10 -11 -12 15 20 17 16 -17 28 22 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011852621853611308 0.0011556243137640376 0.00048859229073037992 0.00094671329678176275 7.4749345740353446e-05 0.001126968045373786 0.0013658689840684111 0.00061351936873584197 0.00064609253164094526 0.00054820754767576758 0.00073759713447561445 0.00065578475982922815 0.0012350112227800549 0.0011652676656452659 0.0011875672435578228 0.00058205413132744754 0.0015007199496355451 0.00050288850991625337 0.0010999914565507102 0.00088265049812441402 0.0012317505441633216 0.00095105027159648927 0.00089982041855922836 0.00073222009063351383 0.00087501799393415174 0.0010917217631666281 0.00072213160848013714 0.00088533948449527513 0.0011821276736564124 0.00021020245262058591 0.0002108791599954095
leaf_weight=36 71 200 24 54 41 26 69 37 26 20 26 73 96 277 29 63 33 20 41 914 123 26 20 34 237 24 20 337 102 22
leaf_count=36 71 200 24 54 41 26 69 37 26 20 26 73 96 277 29 63 33 20 41 914 123 26 20 34 237 24 20 337 102 22
internal_value=0 0.000556917 0.00114968 0.000486306 0.000631567 0.00116995 0.000830075 0.000315873 0.000893165 0.00119123 0.00102627 0.0011958 0.00106182 0.00118386 0.000264964 0.0013581 0.000320188 0.00112696 0.00102413 0.0012082 0.00102955 0.0011087 0.000916106 0.00101275 0.00114337 0.000513614 0.00121314 0.0011655 0.000271817 0.000386085
internal_weight=0 673 2448 602 325 2302 146 277 101 2005 297 1985 271 1849 240 136 186 554 77 1295 245 122 40 75 514 224 1271 357 157 55
internal_count=3121 673 2448 602 325 2302 146 277 101 2005 297 1985 271 1849 240 136 186 554 77 1295 245 122 40 75 514 224 1271 357 157 55
is_linear=0
shrinkage=0.00196078


Tree=5938
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 14 47 4 4 2 1 2 4 1 12 4 2 47 150 1 3 4 2 133 160 3 0 131 2 475
split_gain=19.5104 2.33305 2.09156 1.4262 1.32802 0.771369 0.712641 0.674132 0.486098 0.563118 0.466492 0.370831 0.392792 0.333834 0.270896 0.215173 0.236001 0.208981 0.202893 0.195214 0.184171 0.173745 0.152903 0.373373 0.150536 0.169052 0.140898 0.139211 0.213667 0.136528
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.076975000000000002 0.12958500000000003 0.40124500000000002 0.36766000000000004 0.14122000000000004 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.087005000000000013 -0.55119499999999988 0.092365000000000017 0.08265500000000002 0.081835000000000019 0.14089500000000002 0.084940000000000015 -0.036839999999999991 0.10803500000000001 0.085635000000000003 -0.067824999999999983 -0.0025099999999999996 -0.095504999999999993 0.082750000000000004 0.31358000000000003 -0.081364999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 5 13 11 21 9 18 -4 12 -3 15 17 -1 -17 20 29 -8 -15 -5 23 -2 -14 -26 -16 28 -13 -6
right_child=1 6 10 7 8 -7 19 -9 -10 -11 -12 27 24 14 26 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011251696237693284 0.00080714114886872913 0.00054814711992823794 0.00082098640406970467 0.00099175305605095896 0.00095681452100343858 0.0011229659307236766 0.00070080033347237852 0.00052317915996882944 0.00058367020819630568 0.0006109725099568273 0.00054522820930763874 0.0002576713002052018 0.00046431162757425864 0.00053975954460089694 0.00075276232759157813 0.00094170879554768305 0.00087863548458824519 0.00091078322244218953 0.0006686856053809431 0.00044521428105950942 0.00078611782268054925 0.00080788278036823303 0.00047410362131290046 0.00045367049056016713 0.00037592248387106582 0.00019449976910882648 0.00090720524397607395 0.00038009661788522613 2.2116905699173611e-05 0.00084802069040627621
leaf_weight=22 20 43 34 29 51 75 27 29 33 41 77 57 23 20 25 1211 281 23 22 20 28 62 134 27 39 40 248 20 20 340
leaf_count=22 20 43 34 29 51 75 27 29 33 41 77 57 23 20 25 1211 281 23 22 20 28 62 134 27 39 40 248 20 20 340
internal_value=0 0.000496935 0.000892882 0.000617753 0.000904954 0.00092801 0.0003711 0.000783515 0.000813443 0.000830144 0.000629695 0.00032819 0.000390969 0.00092014 0.000865001 0.000932668 0.00092983 0.000757106 0.000851902 0.00059204 0.000683469 0.000866479 0.000507855 0.000604084 0.000324707 0.000284063 0.000893062 0.000234346 0.000196488 0.000862211
internal_weight=0 590 2531 301 2420 1933 289 120 487 454 111 242 145 1858 344 1514 1492 71 413 47 48 91 181 47 102 79 273 97 77 391
internal_count=3121 590 2531 301 2420 1933 289 120 487 454 111 242 145 1858 344 1514 1492 71 413 47 48 91 181 47 102 79 273 97 77 391
is_linear=0
shrinkage=0.00196078


Tree=5939
num_leaves=31
num_cat=0
split_feature=1 3 12 39 15 1 393 4 4 0 2 12 42 3 48 0 15 52 475 43 132 3 12 39 15 52 48 48 52 16
split_gain=0.953375 0.13603 0.124035 0.123542 0.106073 0.09868 0.081107 0.0705888 0.0666014 0.0715491 0.0635512 0.0602443 0.0571179 0.0584159 0.120423 0.111928 0.05422 0.0533603 0.0494592 0.0493002 0.0492664 0.0965668 0.0484938 0.0476704 0.0814859 0.0468797 0.0449963 0.0430452 0.0419925 0.0416454
threshold=0.10920500000000001 0.30112000000000005 0.051320000000000005 0.087880000000000014 0.035560000000000008 0.08864000000000001 0.084355000000000013 -0.013514999999999998 0.40124500000000002 -0.14920999999999998 0.13622000000000004 0.11734000000000001 0.09112000000000002 -0.0063699999999999989 -1.0000000180025095e-35 -0.067094999999999988 -0.14601999999999996 0.096795000000000006 -0.029109999999999997 0.066275000000000014 0.10613500000000002 0.42240500000000009 0.086095000000000019 0.10166000000000001 -0.093959999999999988 -1.0000000180025095e-35 0.085130000000000025 0.016865000000000002 0.10160000000000001 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 16 7 -2 9 22 19 -11 13 15 -15 26 -1 18 -18 27 21 -3 -4 24 -20 -13 -7 -9 -27 -16
right_child=1 20 8 -5 -6 12 -8 10 -10 11 -12 25 -14 14 29 -17 17 -19 23 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.013737549031661314 0.010174338449376511 0.0024723806268363998 0.015894578427316682 0.0033724324549369231 0.012284898437792437 0.01052791635239763 0.00092278443598410207 0.0076989859795982126 0.0040729173703030466 0.0097453562235228393 0.0027410090116685945 0.010391295047614862 0.00082527586026117207 0.0015667095340322703 0.0072856060615740723 -0.0010766956932806912 0.0051751533709466467 0.0037463518048060085 0.0069158185064664181 0.011942074825055897 0.0057156221009790897 -0.0051885807077356044 0.010097695669780176 0.0059760032560337677 0.013466711015101863 0.0025900646511997499 0.0046065963522502872 0.0035527296528658444 0.0081172789067581862 0.01136704726330936
leaf_weight=22 67 76 31 156 48 21 21 95 21 1959 38 27 20 25 50 26 25 21 29 20 26 21 27 22 55 28 33 34 27 50
leaf_count=22 67 76 31 156 48 21 21 95 21 1959 38 27 20 25 50 26 25 21 29 20 26 21 27 22 55 28 33 34 27 50
internal_value=0 0.00478322 0.00935737 0.00562031 0.00784356 0.00730926 0.00689547 0.00738928 0.00967656 0.00973262 0.00639142 0.0096342 0.00592629 0.00642395 0.0077744 0.00431387 0.00909758 0.008426 0.00917617 0.0073224 0.00184997 0.000813822 0.013196 0.0101198 0.0112051 0.0069787 0.00690933 0.00660617 0.00530342 0.00932633
internal_weight=0 554 2567 431 447 399 275 254 2120 2099 187 2041 225 205 125 80 174 152 131 149 123 97 58 106 84 82 54 129 55 100
internal_count=3121 554 2567 431 447 399 275 254 2120 2099 187 2041 225 205 125 80 174 152 131 149 123 97 58 106 84 82 54 129 55 100
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 150 3 2 52 0 47 1 12 4 1 2 4 15 13 47 40 0 14 42
split_gain=24.9679 4.22554 2.53291 2.23268 1.47781 1.27376 0.808746 0.79856 0.709161 0.701678 0.589397 0.49138 0.482441 0.418669 0.334 0.315678 0.549609 0.438064 0.353648 0.44179 0.293967 0.26599 0.500367 0.219355 0.206442 0.195103 0.192944 0.189202 0.17835 0.169841
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.11474000000000002 0.09253500000000002 1.0000000180025095e-35 0.31370500000000007 -0.090999999999999984 0.048770000000000008 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.09141500000000001 -0.52556499999999995 0.076935000000000017 0.14753000000000002 0.49041500000000005 0.013270000000000002 -0.47860499999999995 0.090100000000000013 -1.0000000180025095e-35 -0.030209999999999997 -0.41348999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 12 13 11 29 -5 20 21 -1 24 16 17 -15 19 -17 27 22 26 -20 -14 -3 -4 -7 -24 -6
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 -13 14 15 -16 18 -18 -19 23 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074435238931460865 0.0010023214404679002 0.00050990955601573011 0.00047000591825766891 0.00090324788181392649 0.00079563201252931082 0.0009323688864525594 0.0006498343687216647 0.0012183651973957617 0.00059239129538443799 0.00052691626216412753 0.00058290883863951757 0.00067425825338320229 0.0002263252043217105 0.00099048425661824903 0.00038833749757273344 0.0013311040839728186 0.0011821783149943632 0.00073210374440936033 0.00092401736284773825 0.0010371607223953092 0.00104038676664627 0.00025634267402205866 0.00049960879088543789 0.0010105399002648308 -1.3156482146358956e-05 0.00067318165126968837 0.00073610547971608763 0.00078665905558565499 0.00028285324222157316 0.00098446911083542913
leaf_weight=22 74 191 20 34 30 282 34 76 26 24 63 28 31 49 26 20 25 52 176 1151 92 42 20 313 25 33 22 39 54 47
leaf_count=22 74 191 20 34 30 282 34 76 26 24 63 28 31 49 26 20 25 52 176 1151 92 42 20 313 25 33 22 39 54 47
internal_value=0 0.000560282 0.000505673 0.000986719 0.000622747 0.000998747 0.000366808 0.00102147 0.000907076 0.000819653 0.000695193 0.000925629 0.000326713 0.00101319 0.000204682 0.0010165 0.000921886 0.000857457 0.00102369 0.00104218 0.000942671 0.000390045 0.000438454 0.000979399 0.000119414 0.000533963 0.000609391 0.000914666 0.000341436 0.000910896
internal_weight=0 673 599 2448 325 2351 274 1884 467 101 97 441 240 1808 82 1786 126 101 1660 1171 413 158 116 489 56 224 42 321 74 77
internal_count=3121 673 599 2448 325 2351 274 1884 467 101 97 441 240 1808 82 1786 126 101 1660 1171 413 158 116 489 56 224 42 321 74 77
is_linear=0
shrinkage=0.00196078


Tree=5941
num_leaves=31
num_cat=0
split_feature=1 1 3 49 4 159 0 456 1 43 51 4 15 150 49 0 16 1 10 484 160 2 43 160 0 160 4 160 15 12
split_gain=0.901569 0.130779 0.11991 0.0978371 0.0968347 0.0855153 0.0741991 0.0708431 0.0853872 0.0682051 0.0767914 0.0611194 0.0765179 0.0534953 0.0508759 0.0754846 0.0823799 0.056063 0.0498639 0.0613229 0.0451846 0.0557429 0.107861 0.0696417 0.066324 0.0507698 0.0446835 0.0940102 0.174857 0.0946857
threshold=0.10920500000000001 0.13707500000000003 -0.072624999999999981 0.14705000000000004 -0.0086549999999999978 0.04105000000000001 0.22582000000000002 0.060100000000000008 0.10374500000000002 0.084740000000000024 -0.43017499999999992 0.40124500000000002 -0.15914499999999995 0.091105000000000005 -0.032624999999999994 -0.040504999999999992 -0.27167499999999994 0.15471500000000002 -1.0000000180025095e-35 -0.069939999999999988 -0.54200499999999985 1.0000000180025095e-35 -0.081779999999999978 1.0000000180025095e-35 -0.08841499999999998 0.085755000000000012 -0.082249999999999976 -0.015149999999999999 0.040760000000000005 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 5 -2 11 8 13 10 -6 12 -1 20 -3 16 -16 -17 -12 -20 -4 22 -22 -23 -24 -25 27 28 -14 -30
right_child=1 14 3 -5 9 -7 -8 -9 -10 -11 18 -13 26 -15 15 17 -18 -19 19 -21 21 23 24 25 -26 -27 -28 -29 29 -31
leaf_value=0.013941743826811634 0.010018821301954715 -0.0015642425623289974 0.012852833339013159 0.0024927526763114599 0.0095764645064870535 0.0038682609781972134 0.0037648492323404011 0.013575580739416183 0.0048526957445475909 0.009480229496128029 -0.00058421999216079718 0.0044828454235001751 -0.00020749413448831311 0.00413948322335879 0.0025789736074026833 0.0029048937489278615 0.0092589785562207302 -0.0034506737963174994 -0.0011139235307928176 0.0047149855302445398 -0.00030159951944369823 0.0081991611835714184 0.0036802414804697038 0.013536652207982783 0.010899084739919219 0.009071184825679323 0.0092477654170565315 0.010863471551011923 0.0059506901298408158 0.014250394316124066
leaf_weight=41 77 28 25 31 24 32 22 24 74 27 25 23 23 27 48 35 30 23 20 185 20 306 20 49 35 53 1270 469 27 28
leaf_count=41 77 28 25 31 24 32 22 24 74 27 25 23 23 27 48 35 30 23 20 185 20 306 20 49 35 53 1270 469 27 28
internal_value=0 0.00468681 0.00913495 0.0079779 0.00568314 0.00821315 0.00953867 0.00824653 0.00803652 0.00470174 0.00419379 0.0096062 0.00966962 0.0084769 0.00231748 0.00311666 0.00514821 0.000384582 0.00363212 0.00414631 0.00870743 0.00849286 0.00598721 0.00895346 0.00827405 0.0112164 0.00957322 0.0103288 0.0071142 0.010176
internal_weight=0 554 2567 664 390 109 1903 633 609 281 254 1881 1858 535 164 136 78 58 230 205 508 483 75 408 55 102 1817 547 78 55
internal_count=3121 554 2567 664 390 109 1903 633 609 281 254 1881 1858 535 164 136 78 58 230 205 508 483 75 408 55 102 1817 547 78 55
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 16 0 49 1 4 4 1 0 40 1 0 4 48 4 157 1 43 1 47
split_gain=42.021 6.37003 3.43711 2.97553 2.31188 2.22202 1.38421 1.31731 1.1524 1.14201 0.892034 0.813815 0.718668 0.858544 0.556364 0.534237 0.523087 0.489754 0.46353 0.432039 0.419026 0.365047 0.542505 0.325364 0.455505 0.633499 0.310393 0.2996 0.268211 0.251735
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.092845000000000025 -0.52595999999999987 -0.10607499999999999 0.082865000000000008 0.122715 -0.04890499999999999 0.0082450000000000006 0.16175000000000003 -0.080689999999999984 -0.077714999999999992 0.083345000000000016 0.14486500000000005 -0.07712999999999999 0.088965000000000002 -0.39518999999999993 -0.077609999999999985 0.12958500000000003 -0.00045499999999999995 0.13265500000000002 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 12 19 26 11 -4 -7 13 20 29 -10 18 -6 -14 -3 -1 22 -13 24 -20 -26 -9 -5 -17 -2
right_child=1 4 10 27 17 9 -8 8 15 -11 -12 21 16 -15 -16 28 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012092213772075832 0.0012541379919945219 0.00057652871329289717 0.0011193060525902755 0.00052635689760093668 0.00036956149059442155 0.00080033119013106903 0.0015620501134909835 0.0010773595512738275 0.00091037020403770055 0.00086370326785577668 0.00073220003566710774 0.0013350406718402204 0.0013242277019576019 0.0014234816930024099 0.00088323307644885645 0.00062870552197509468 0.0011418099914278302 3.7017144979326438e-05 0.001459678237636884 0.00031322140472612395 0.00094521250643873574 0.00098733608007129433 0.0011742939685950417 0.001010433318707344 0.00093801005915099495 0.0012605940892145204 0.00076951732457268465 0.00076298622575777218 0.0003955865634103935 0.0010615231388924169
leaf_weight=38 75 46 37 36 90 21 70 34 24 48 60 101 1013 31 29 138 84 21 40 50 59 31 402 21 25 367 20 48 22 40
leaf_count=38 75 46 37 36 90 21 70 34 24 48 60 101 1013 31 29 138 84 21 40 50 59 31 402 21 25 367 20 48 22 40
internal_value=0 0.000688351 0.00124157 0.000954856 0.000551805 0.00125649 0.0012919 0.000633279 0.000711486 0.00115386 0.000879859 0.00117895 0.00128063 0.00113942 0.00112594 0.000637571 0.00129229 0.000306648 0.00130091 0.000439389 0.00104864 0.00119384 0.00120657 0.00124877 0.00126036 0.00124002 0.000963344 0.000661574 0.000596652 0.00118714
internal_weight=0 673 2448 228 445 2351 1748 334 238 603 97 555 1678 128 144 184 1550 111 1466 96 97 534 503 453 432 392 54 84 160 115
internal_count=3121 673 2448 228 445 2351 1748 334 238 603 97 555 1678 128 144 184 1550 111 1466 96 97 534 503 453 432 392 54 84 160 115
is_linear=0
shrinkage=0.00196078


Tree=5943
num_leaves=31
num_cat=0
split_feature=1 3 3 4 376 2 49 43 4 0 12 1 14 124 41 0 52 3 42 158 402 0 133 402 401 15 1443 1446 0 49
split_gain=0.904604 0.13247 0.116946 0.116032 0.123171 0.114476 0.0861565 0.075739 0.0705319 0.0707911 0.0888648 0.0625809 0.0613954 0.0562265 0.0548651 0.0519943 0.051834 0.0510028 0.0502121 0.0598386 0.0482307 0.0954679 0.0634702 0.0789588 0.170045 0.0609886 0.0524875 0.0506913 0.0478466 0.0475001
threshold=0.10920500000000001 0.31299000000000005 -0.072624999999999981 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.14705000000000004 -1.0000000180025095e-35 0.40124500000000002 -0.14920999999999998 1.0000000180025095e-35 0.10374500000000002 -0.47071999999999997 -0.076779999999999987 0.079395000000000007 -0.09595999999999999 0.056145000000000007 0.14121000000000003 0.11649000000000002 0.07968500000000002 0.090075000000000002 -0.071339999999999987 -0.071719999999999992 0.11174500000000002 0.11683 0.087065000000000017 0.090755000000000016 0.11018500000000002 -0.07384499999999998 -0.080859999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 5 28 11 -7 9 14 -11 13 -5 -4 -1 -14 -3 -9 19 -15 26 22 25 -24 -25 -22 27 -12 -2 -13
right_child=1 16 6 12 -6 7 -8 17 -10 10 20 29 15 18 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.015565940311976842 0.013088043501556968 0.0003389070228611051 0.0062961846665847438 0.0088430135464295755 0.0007598693578921515 0.0017620351726714619 0.0028745399487595403 0.0094669657191488801 0.0042866515405476091 0.0043818254612922446 0.0094336461772351818 0.0098240822285879416 0.0055325516939370174 0.0090593533368236532 0.0092786425582902596 0.0017603055042919365 0.0050843609882576862 0.0035835270364971265 0.0059772485493127499 0.013322221641687471 0.010137558033569966 0.017632096176967024 0.01229249132347518 0.00020860837897858942 0.012154127170585774 0.015152776192285514 0.0043429017229937019 0.014500572931137868 0.0085793743752403534 0.0041725568481367726
leaf_weight=35 32 82 86 20 29 39 31 41 25 33 1545 20 54 386 23 113 32 23 47 36 67 20 29 26 22 38 20 20 89 58
leaf_count=35 32 82 86 20 29 39 31 41 25 33 1545 20 54 386 23 113 32 23 47 36 67 20 29 26 22 38 20 20 89 58
internal_value=0 0.00470889 0.00916452 0.00549599 0.00689211 0.00768602 0.00802186 0.00523579 0.00956321 0.00963346 0.00952385 0.00827394 0.00360713 0.00864669 0.0130727 0.00298007 0.00167096 0.0073526 0.0090777 0.00942301 0.00961881 0.0110741 0.0103534 0.00817269 0.00568364 0.0119526 0.00943335 0.0094984 0.00977175 0.00562167
internal_weight=0 554 2567 440 253 224 664 103 1903 1878 1820 633 187 555 58 167 114 64 469 422 1787 202 182 77 48 105 1585 1565 121 78
internal_count=3121 554 2567 440 253 224 664 103 1903 1878 1820 633 187 555 58 167 114 64 469 422 1787 202 182 77 48 105 1585 1565 121 78
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 2 4 14 52 49 1 124 15 47 4 3 50 0 16 1 4 1 15 0 1
split_gain=24.3191 2.85347 2.67668 1.53784 1.51566 1.1714 0.887233 0.879902 0.717939 0.618949 0.573997 0.53911 0.38847 0.386925 0.348889 0.290174 0.344122 0.284909 0.27266 0.294877 0.272941 0.259523 0.239854 0.330119 0.231446 0.225119 0.213274 0.193584 0.187561 0.183843
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092845000000000025 0.27834500000000006 0.14285500000000004 -0.16363499999999997 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.033845000000000007 0.076175000000000007 1.0000000180025095e-35 -0.012034999999999999 0.10089500000000001 -0.072314999999999977 0.13592500000000005 0.077555000000000013 -0.064054999999999987 0.090900000000000009 0.041865000000000006 -0.11173999999999999 -0.43320999999999993 0.12958500000000003 -0.033174999999999989 0.12000500000000001 -0.089964999999999976 -0.10011499999999998 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 14 8 -5 12 26 24 18 17 22 15 -2 16 -8 28 19 -1 -21 27 23 -4 -10 -11 -3 29 -9 -7
right_child=1 5 7 6 -6 21 13 11 9 25 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089754765177355738 0.00050397149693476512 0.00037882584238461422 0.00088194338881335006 0.0008579124495679257 0.00037705926776127752 0.00024025924497912536 0.00039826809986302032 0.0010097434600958458 0.0007816992746583068 0.00055523281639087744 0.00050076949382351688 0.00071156449109557483 0.001074232475138178 0.00073338875683180574 0.00078971323867638903 0.00037111932316231141 0.00071153699081907633 0.00062452303872897097 0.00098501888142914326 0.00078703987933933335 0.00055867392586636869 0.00030121008653424082 0.00089672647267595191 0.0005709758198826141 0.00049025641620734377 0.0003457033237626045 0.00016298042375796911 -8.1001563286558191e-05 0.00083988667791112847 2.8389796680843859e-05
leaf_weight=69 20 24 35 31 74 31 26 26 22 23 23 156 46 22 92 73 28 23 35 89 26 26 1156 21 20 138 66 22 646 32
leaf_count=69 20 24 35 31 74 31 26 26 22 23 23 156 46 22 92 73 28 23 35 89 26 26 1156 21 20 138 66 22 646 32
internal_value=0 0.000393847 0.000835904 0.000693355 0.000594814 0.000301323 0.000556109 0.000864427 0.000366309 0.000430936 0.000795439 0.000815732 0.000897368 0.000493317 0.000738688 0.00045173 0.000560704 0.000839114 0.000826386 0.000796211 0.000735409 0.000129783 0.000890655 0.000765331 0.000642917 0.000375636 0.000220539 7.73468e-05 0.000846459 0.000132643
internal_weight=0 590 2531 422 186 404 180 2109 293 203 242 851 1258 149 112 127 54 695 219 184 115 111 1212 56 42 161 90 85 672 63
internal_count=3121 590 2531 422 186 404 180 2109 293 203 242 851 1258 149 112 127 54 695 219 184 115 111 1212 56 42 161 90 85 672 63
is_linear=0
shrinkage=0.00196078


Tree=5945
num_leaves=31
num_cat=0
split_feature=1 1 123 155 4 43 131 12 2 483 12 15 158 13 3 159 1456 1 0 160 1209 4 1 47 14 16 0 12 1210 1213
split_gain=0.85674 0.126124 0.115414 0.0935048 0.0794363 0.0692454 0.0676952 0.0795386 0.0623958 0.0552434 0.0826138 0.0663726 0.0532946 0.0507412 0.098086 0.0830591 0.0856318 0.0686416 0.0821468 0.0659635 0.0584327 0.057593 0.0557139 0.0499592 0.0734871 0.100349 0.0644655 0.0861602 0.0486949 0.047573
threshold=0.10920500000000001 0.13707500000000003 1.0000000180025095e-35 0.084785000000000013 0.042705000000000007 0.084740000000000024 0.095715000000000008 0.11734000000000001 0.13913500000000004 0.087440000000000004 0.092255000000000018 -0.46471999999999997 1.0000000180025095e-35 -0.085384999999999975 0.10893000000000001 -0.016814999999999997 -1.0000000180025095e-35 0.090275000000000008 -0.099059999999999995 -0.55248999999999981 -0.077874999999999986 -0.085594999999999991 0.10124500000000002 0.13827000000000003 -0.42495999999999995 -0.11676499999999999 -0.13027499999999997 -0.086254999999999984 -0.080859999999999974 -0.011639999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 6 7 9 13 10 -2 -11 -6 15 19 16 -1 18 -17 -15 -20 28 -23 24 -3 26 -26 -28 -21 -30
right_child=1 23 -4 -5 12 -7 -8 -9 -10 11 -12 -13 -14 14 -16 17 -18 -19 20 21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.018621641416102647 0.0036684192902524393 0.0068199339957738473 0.0058073730665152354 0.010570434912700545 0.0069196239202078645 0.0097807827073016357 0.0086927729193121191 0.010184960374608636 0.003664902499876917 0.0029204392317859901 -0.0026490197904185274 0.010780168409374628 0.0096695590107456642 0.0033870173827745022 0.0020451881922781468 0.014229463189411418 0.011277467251283589 0.0038124565302859997 0.013770328402622706 0.0068338872673801886 0.0089120798082783937 0.0089253381934944458 0.0048152925227494805 0.0067269036219277907 -0.0021551696668294343 -0.0037192042892504685 0.009540176633745432 0.0015342535439696982 0.012981360603236791 0.0100150334732498
leaf_weight=20 207 22 120 33 273 28 36 20 20 21 23 22 95 20 20 38 77 20 27 39 298 1101 34 21 22 38 20 41 66 299
leaf_count=20 207 22 120 33 273 28 36 20 20 21 23 22 95 20 20 38 77 20 27 39 298 1101 34 21 22 38 20 41 66 299
internal_value=0 0.00449914 0.00883528 0.00547757 0.00898377 0.0050068 0.00460051 0.0040977 0.00922348 0.00365175 0.00303668 0.0069417 0.00762953 0.00927747 0.00900377 0.0101778 0.0127917 0.00951584 0.00983008 0.00909304 0.00931569 0.00916719 0.00880222 0.00217237 0.00150352 0.000536896 0.00248547 0.00415915 0.0101925 0.0105514
internal_weight=0 554 2567 390 2447 357 329 293 2079 273 230 43 368 2059 1579 480 97 383 363 1559 325 1539 1135 164 143 121 83 61 404 365
internal_count=3121 554 2567 390 2447 357 329 293 2079 273 230 43 368 2059 1579 480 97 383 363 1559 325 1539 1135 164 143 121 83 61 404 365
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=31
num_cat=0
split_feature=1 4 2 2 150 2 123 4 16 0 401 49 15 3 15 13 16 0 0 12 52 16 149 1 483 2 131 131 131 1456
split_gain=0.693959 0.116069 0.0967562 0.0854217 0.0811782 0.0776464 0.0731867 0.0638838 0.0977001 0.0935624 0.073232 0.0794297 0.0596778 0.0657234 0.0630633 0.0920535 0.0563931 0.0553841 0.0619685 0.0512046 0.0618745 0.0508673 0.0499875 0.0478978 0.0461452 0.0561725 0.0451434 0.0645385 0.0583296 0.0574781
threshold=0.10920500000000001 0.27287000000000006 0.095545000000000005 -0.0091949999999999983 0.084680000000000019 0.25063000000000007 0.08592000000000001 -0.013514999999999998 -0.080509999999999984 -0.036484999999999997 0.080710000000000018 -1.0000000180025095e-35 -0.21699999999999997 0.11658 -0.040804999999999994 -0.06532499999999998 -0.0064149999999999997 -0.026509999999999995 -0.13843999999999998 0.093965000000000007 0.092650000000000024 -0.54656499999999986 0.07770500000000001 0.11910500000000002 0.10601000000000001 0.11448000000000001 0.090690000000000007 0.089325000000000015 0.077860000000000013 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 16 17 22 7 8 -4 12 11 -10 -9 14 24 -16 -1 18 -2 20 -20 -5 23 -3 25 -14 27 28 29 -23
right_child=1 5 6 21 -6 -7 -8 9 10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026123276778629852 0.0032471324115370711 0.004946269721470096 0.01417897117882967 0.013261984741653909 0.0028423670095834522 -0.0028427904658466716 0.0023785284917914509 0.010979402842449732 0.013290143185467632 -0.00039696181192994118 0.0023755037148172659 0.0076043789576956122 0.004505485321444725 0.00083388451132036388 0.0148981001028525 0.0061396020830475862 0.0080059989051531177 0.0029155134572647515 0.012805285811042176 0.0064171341180502038 0.0063518901433174809 0.0079678888497221149 0.0076639049580659382 0.0017531913445601483 0.0098311448853497432 0.0083867963452390459 0.0097546900275398279 0.0035555602950525693 0.011545157098401062 0.0099523914393714885
leaf_weight=42 30 66 25 22 82 24 33 29 27 20 24 273 156 21 21 28 36 34 39 70 24 1264 22 163 27 49 222 29 54 165
leaf_count=42 30 66 25 22 82 24 33 29 27 20 24 273 156 21 21 28 36 34 39 70 24 1264 22 163 27 49 222 29 54 165
internal_value=0 0.00404922 0.00795175 0.00833988 0.00548626 0.00259128 0.00698063 0.00719758 0.00815563 0.006245 0.00769087 0.0081161 0.00664632 0.00623023 0.00663352 0.00989324 0.00510171 0.00658676 0.00735255 0.00827858 0.0103468 0.00848372 0.00311088 0.00267347 0.00594504 0.00543321 0.0084231 0.00822758 0.00831894 0.00819703
internal_weight=0 554 2567 1834 279 275 733 700 349 351 324 300 331 302 281 49 78 197 163 133 63 1756 251 229 232 205 1734 1512 1483 1429
internal_count=3121 554 2567 1834 279 275 733 700 349 351 324 300 331 302 281 49 78 197 163 133 63 1756 251 229 232 205 1734 1512 1483 1429
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 4 14 4 2 1 457 2 15 2 4 3 43 2 1446 475 9 0 47 1 401 15 3 40 34 2
split_gain=17.1998 2.15966 1.77156 1.20395 1.17702 0.723902 0.587985 0.583265 0.579494 0.548352 0.434639 0.401785 0.342963 0.340072 0.269236 0.419211 0.202934 0.406184 0.198755 0.198743 0.18248 0.180759 0.162266 0.157058 0.153468 0.151278 0.150255 0.273963 0.146589 0.164066
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.085055000000000006 0.42051500000000003 0.076975000000000002 0.40124500000000002 0.14285500000000004 0.092845000000000025 0.080930000000000016 0.14960000000000004 -0.41396999999999995 -1.0000000180025095e-35 -0.082249999999999976 0.090900000000000009 -0.04890499999999999 0.11177500000000001 0.037915000000000011 -0.066784999999999983 0.085555000000000006 -0.074824999999999989 0.090280000000000013 0.10538500000000002 1.0000000180025095e-35 0.090455000000000021 0.149315 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13247500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 8 13 22 26 -4 11 19 28 20 -15 18 21 -18 24 -5 -1 -2 -6 -21 -16 -8 27 -3 -7 -30
right_child=1 5 9 10 7 12 25 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00052206834047740581 0.00025174828537237334 0.00036558619417323201 0.00075181623156788042 0.00085162631393281352 0.00086697856195611892 0.00015511142095180451 0.0010743104077242558 0.00045204537670663918 0.00024757481566522392 0.00045946537441498523 0.00050929701353198784 0.00050251145494559593 3.3325701619958282e-05 0.00086868066661009583 0.0008034349174845508 0.00061993635852390465 0.00073684634982795847 0.00043679900861125649 0.00088997050523270964 0.00074525382271468325 0.00076082137857869667 0.00044546416513653565 0.0006996652603059513 0.00056645804614413023 0.00086988484591792308 0.00089455531605708058 0.00037552249431610111 0.00064336352277083366 0.00043143967901050135 0.00024241447434049875
leaf_weight=20 31 20 37 67 39 35 45 29 55 74 34 26 33 497 969 41 22 82 144 340 32 46 52 20 155 30 25 43 27 51
leaf_count=20 31 20 37 67 39 35 45 29 55 74 34 26 33 497 969 41 22 82 144 340 32 46 52 20 155 30 25 43 27 51
internal_value=0 0.000427372 0.000799135 0.000810245 0.000543614 0.000306303 0.000832197 0.000694201 0.000405462 0.000556916 0.000723113 0.000739161 0.000209183 0.000825326 0.000829827 0.000815075 0.000443777 0.000500271 0.000821385 0.00075357 0.000668993 0.000367475 0.000771371 0.000735321 0.000812598 0.00100241 0.000504141 0.00055518 0.000260539 0.000307846
internal_weight=0 590 2531 2420 301 289 1933 120 143 111 487 453 146 1858 1806 1309 181 104 1268 427 52 77 91 360 1124 75 88 63 113 78
internal_count=3121 590 2531 2420 301 289 1933 120 143 111 487 453 146 1858 1806 1309 181 104 1268 427 52 77 91 360 1124 75 88 63 113 78
is_linear=0
shrinkage=0.00196078


Tree=5948
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 14 2 1 2 1 457 34 15 12 12 4 4 47 47 131 13 10 15 0 4 3 16
split_gain=37.104 5.627 3.74758 3.38582 2.02306 1.85389 1.00262 0.958522 0.890426 0.874206 0.796475 0.67492 0.624289 0.568188 0.546131 0.511522 0.499021 0.490148 0.474152 0.401672 0.370193 0.308109 0.297037 0.295113 0.280397 0.275804 0.376523 0.251114 0.237169 0.235415
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.11474000000000002 0.062655000000000016 0.13501500000000002 0.092845000000000025 0.14753000000000002 0.089770000000000016 0.080930000000000016 -1.0000000180025095e-35 -0.41942499999999994 0.08815000000000002 0.087005000000000013 0.27834500000000006 -0.51253999999999988 0.08265500000000002 0.10648500000000001 0.09055500000000001 -1.0000000180025095e-35 -0.38124499999999995 -0.15914499999999995 -0.11173999999999999 0.018150000000000003 1.0000000180025095e-35 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 21 8 11 -6 12 13 -5 14 16 -7 -4 -13 19 20 -16 -1 -14 28 -2 -20 -17 -21 29 -28 -3 -27
right_child=1 2 6 10 7 9 -8 -9 -10 -11 -12 15 17 -15 18 24 -18 -19 23 25 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0015175560350511588 0.0012509231241334196 0.00052920303242350237 0.00026532973177033055 0.0010309731290652504 0.001062152221294223 0.0011116303476342993 0.00071516727459102196 0.0006133647897323362 0.0014087344153875983 0.00081388739308987565 0.00066518856407283178 0.00042762389228514889 0.00085992715705816348 0.00077234718980559826 0.00071829420869115276 0.00026919647642210422 0.0011705212364488827 0.0011558417449412982 0.00035445229845686198 0.0014437387679137436 0.0011775341312758396 0.00083117074899229342 0.00097666785200649408 0.0006211926889084185 -1.19723145868264e-05 0.0012277567728252612 0.001249922298252216 0.0010775997925382172 0.00066425333651375551 0.00098429557328888776
leaf_weight=20 49 101 45 37 77 371 37 24 79 48 60 32 43 20 33 25 627 258 52 24 21 24 22 23 30 26 743 34 99 37
leaf_count=20 49 101 45 37 77 371 37 24 79 48 60 32 43 20 33 25 627 258 52 24 21 24 22 23 30 26 743 34 99 37
internal_value=0 0.000643871 0.000582298 0.00116372 0.000725124 0.00117853 0.000414723 0.00095551 0.00120491 0.00106362 0.000804715 0.000368405 0.00119613 0.00109428 0.000446814 0.000230514 0.00121283 0.00111774 0.000522432 0.00124284 0.000964142 0.000621244 0.00116594 0.000436253 0.000115832 0.00123648 0.00123056 0.00124238 0.000596053 0.00108477
internal_weight=0 673 602 2448 325 2351 277 101 1912 439 97 240 1833 391 153 87 1511 322 108 884 64 224 71 75 55 864 840 777 200 63
internal_count=3121 673 602 2448 325 2351 277 101 1912 439 97 240 1833 391 153 87 1511 322 108 884 64 224 71 75 55 864 840 777 200 63
is_linear=0
shrinkage=0.00196078


Tree=5949
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 44 2 1 14 4 48 1 0 14 15 3 160 47 394 15 12 52 3 48 1420 1429 133
split_gain=19.3204 3.21065 2.15619 1.70981 1.27156 0.933042 0.628378 0.582788 0.568145 0.449646 0.436289 0.435272 0.397477 0.345719 0.325249 0.246313 0.222216 0.197059 0.1919 0.182404 0.180969 0.169663 0.167257 0.160622 0.156687 0.143324 0.127529 0.126845 0.177273 0.204173
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.11474000000000002 0.13501500000000002 0.094585000000000016 0.14960000000000004 0.092845000000000025 0.062655000000000016 0.40945500000000007 -0.015314999999999997 0.086920000000000011 -0.095504999999999993 0.062655000000000016 -0.095869999999999983 -0.010424999999999999 -0.067824999999999983 0.10648500000000001 -0.064889999999999989 -0.41942499999999994 0.10061500000000002 -0.56176499999999996 1.0000000180025095e-35 0.016865000000000002 -0.080064999999999983 0.084770000000000012 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 11 23 13 9 12 -5 14 26 -7 27 17 24 -16 -14 -20 25 -17 -11 -6 -15 -3 -4 -1 -29 -30
right_child=1 2 8 10 6 7 -8 -9 -10 22 -12 -13 18 16 15 21 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0010169262193682389 0.00084977120863866974 0.0003712420938626023 0.00052445215760033666 0.00075191787518580626 0.00087778342505609626 0.00060220145614318596 0.00043049646797133426 0.00058527542651003975 0.00059091620572216796 0.00026498955033466584 0.00048119423354008034 0.0010385946483173979 0.00035805162155955303 0.00094058961879285835 0.00083262737010832599 0.00066895015446432672 0.0010110963228923964 0.00061049807205529837 0.00034464905795012532 0.00012812938626202773 0.00060340128869451344 0.00085472177603268019 7.4771242648177694e-05 0.00069829582973243362 0.0008040122778498924 0.00047622673652212487 0.00033887630131466961 0.00089193210511257458 0.00064248337769527838 0.00087124518757941672
leaf_weight=29 74 101 35 37 41 30 24 48 22 27 60 62 41 34 28 20 22 34 21 52 24 344 52 36 644 99 24 992 24 40
leaf_count=29 74 101 35 37 41 30 24 48 22 27 60 62 41 34 28 20 22 34 21 52 24 344 52 36 644 99 24 992 24 40
internal_value=0 0.000464456 0.000416854 0.000839577 0.000524871 0.000850102 0.000707522 0.00079456 0.000288731 0.00026235 0.00058446 0.000877574 0.00031832 0.000808321 0.000870967 0.000825056 0.000817154 0.000710815 0.000250706 0.000190416 0.000442516 0.000844515 0.000139783 0.000793867 0.000810861 0.000423209 0.000448964 0.000888993 0.000885479 0.00078546
internal_weight=0 673 599 2448 325 2351 101 778 274 252 97 1573 173 730 1511 426 700 62 114 73 224 364 79 77 678 200 59 1085 1056 64
internal_count=3121 673 599 2448 325 2351 101 778 274 252 97 1573 173 730 1511 426 700 62 114 73 224 364 79 77 678 200 59 1085 1056 64
is_linear=0
shrinkage=0.00196078


Tree=5950
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 52 2 4 2 14 15 147 34 2 150 4 31 1 2 0 1 51 16 15 3 15 11 4 0 4
split_gain=0.917355 0.137883 0.125601 0.111789 0.100432 0.0979905 0.0880706 0.109696 0.0788583 0.0786181 0.071284 0.0683096 0.060055 0.0630679 0.0915432 0.0581799 0.0565353 0.0545626 0.0520511 0.0572615 0.0533397 0.0451244 0.0434817 0.0431145 0.0451866 0.0427952 0.0659185 0.0752594 0.0908426 0.0809862
threshold=0.10920500000000001 -0.049509999999999992 0.094385000000000011 -0.16363499999999997 0.31358000000000003 1.0000000180025095e-35 0.10644500000000001 -0.07168999999999999 0.11411 0.062655000000000016 0.093115000000000017 0.089365000000000014 -0.021334999999999996 0.11548000000000001 0.085395000000000013 -0.15764999999999998 -0.077289999999999984 0.13075500000000004 0.10252500000000002 -0.068944999999999992 0.10439500000000002 -0.047599999999999996 0.033715000000000009 -0.41942499999999994 -0.15327499999999997 -0.17952999999999997 0.079300000000000009 -0.49405499999999997 -0.06563999999999999 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 21 12 10 9 -8 17 11 18 25 16 14 -14 -15 -3 -2 19 -5 -20 -4 -17 -10 -25 -1 27 -27 -29 -30
right_child=1 4 3 5 -6 -7 7 -9 23 -11 -12 -13 13 15 -16 22 -18 -19 20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.012491985870740163 0.0097594051600687903 0.0036877216969465687 0.0090857623001405347 0.0077731079402261639 -0.0027929520922834461 0.0098915124917402873 0.0017211562470981368 0.0084589213573211895 0.0073424946051090963 0.012732637648229454 0.0090464951819740243 0.0048535679866715028 0.0083768671060291434 0.008298877914152715 0.0010409074877812104 0.0038059622505814054 -0.0024680812440346926 0.0039730783540289846 -0.00059188584443824047 0.002433114720874333 0.0047251362819224598 0.013890019319309244 -3.9464661140779134e-05 0.0054259377200176701 -0.0010732689825817942 0.013084051112133649 0.0050106412851281708 0.0096810930222144959 0.0098948061259256474 0.002605514439887234
leaf_weight=52 88 37 60 71 23 70 27 230 30 83 48 30 75 23 22 130 25 20 29 28 54 29 38 23 20 62 31 1601 27 35
leaf_count=52 88 37 60 71 23 70 27 230 30 83 48 30 75 23 22 130 25 20 29 28 54 29 38 23 20 62 31 1601 27 35
internal_value=0 0.00470707 0.00919398 0.00753883 0.0036081 0.00661549 0.0094896 0.00775106 0.0069718 0.00972219 0.00561844 0.00958624 0.00402874 0.00463651 0.00671304 0.00358194 0.00120554 0.00868786 0.00471434 0.00626281 0.00286738 0.0106512 0.00293616 0.00443296 0.00240305 0.00966477 0.00958105 0.00966318 0.00953565 0.00577988
internal_weight=0 554 2567 389 373 300 2178 257 181 1921 230 1838 350 288 97 191 62 108 182 99 83 89 168 73 43 1808 1756 1725 1663 62
internal_count=3121 554 2567 389 373 300 2178 257 181 1921 230 1838 350 288 97 191 62 108 182 99 83 89 168 73 43 1808 1756 1725 1663 62
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 42 47 2 14 0 49 2 4 4 150 1 12 4 3 47 0 475 15 10 16 160 39 2
split_gain=17.4312 2.81824 1.88432 1.509 0.995383 0.917086 0.536828 0.495009 0.455894 0.41735 0.38934 0.363708 0.552175 0.361552 0.312348 0.305661 0.29625 0.276599 0.235384 0.254766 0.227994 0.221061 0.211843 0.200884 0.17023 0.168721 0.154464 0.153873 0.15252 0.248315
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.11474000000000002 -0.0060199999999999993 0.13082500000000002 0.14960000000000004 0.062655000000000016 -0.10607499999999999 0.082865000000000008 0.14285500000000004 0.42051500000000003 0.0061450000000000003 1.0000000180025095e-35 0.085605000000000014 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 0.090100000000000013 -0.14723999999999998 -0.081364999999999979 -0.41942499999999994 -0.38124499999999995 0.042200000000000008 0.085130000000000011 0.084780000000000008 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 -6 -5 13 16 11 12 17 14 -4 18 23 22 19 -13 -21 -3 -1 -7 -15 -26 -20 -19 -9 -30
right_child=1 2 8 7 6 9 -8 28 -10 -11 -12 15 -14 24 -16 -17 -18 27 26 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0009618995820774752 0.000851013133757381 0.0004479231991595849 0.00048004209800015115 0.00086527833725041881 0.00078780204892492432 0.00093246368077400121 0.00045194293249069766 0.00039783687531655908 0.00053813766404522338 0.00053443468286800528 0.0010095442823009771 0.0011227345516701707 0.00098701160652705003 0.00030996348320446793 0.0002887653855657799 0.00078090608185581211 0.00059199685321480969 0.00052209682716969764 0.00087336369626362167 0.00070233378180213114 0.00090969931299099015 0.00062171789113071375 0.00071142180215872416 0.00078881802138219717 0.00026633856547813792 5.7822792414747571e-05 0.00080021313428701708 0.00072740355192446246 0.0004182050874349479 0.00069671677352458824
leaf_weight=21 74 191 52 22 77 42 24 23 34 26 79 21 36 37 89 118 27 32 697 21 696 33 34 344 25 37 132 25 20 32
leaf_count=21 74 191 52 22 77 42 24 23 34 26 79 21 36 37 89 118 27 32 697 21 696 33 34 344 25 37 132 25 20 32
internal_value=0 0.000490012 0.000445414 0.000846322 0.000546392 0.00085621 0.000707994 0.000606654 0.000325641 0.00077539 0.000874766 0.000868958 0.000775762 0.000295537 0.000359307 0.000877143 0.000790559 0.000707861 0.00088439 0.000909861 0.000903626 0.000473527 0.000807059 0.000804448 0.000204713 0.000141902 0.000861716 0.000612144 0.00053079 0.000589597
internal_weight=0 673 599 2448 325 2351 101 97 274 439 1912 1833 148 240 141 1685 413 112 1567 738 717 224 55 386 99 62 829 57 75 52
internal_count=3121 673 599 2448 325 2351 101 97 274 439 1912 1833 148 240 141 1685 413 112 1567 738 717 224 55 386 99 62 829 57 75 52
is_linear=0
shrinkage=0.00196078


Tree=5952
num_leaves=31
num_cat=0
split_feature=1 4 123 44 4 150 1 2 3 48 52 41 41 0 1 0 16 48 149 42 43 158 43 400 12 1212 403 1213 13 13
split_gain=0.842673 0.132255 0.11491 0.0903163 0.0969499 0.0822319 0.073805 0.0606834 0.0545083 0.0525116 0.0910247 0.0685229 0.106681 0.0923947 0.109344 0.0750141 0.0640219 0.0561277 0.049917 0.0490878 0.0549061 0.0481457 0.0472538 0.100343 0.0470293 0.0459804 0.088061 0.0474604 0.045398 0.0730317
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.081805000000000017 0.042705000000000007 0.084680000000000019 0.16175000000000003 0.14285500000000004 0.10893000000000001 0.093265000000000015 0.13140000000000004 0.075585000000000013 0.088180000000000008 -0.11437499999999999 0.085110000000000005 -0.15202999999999997 -0.097644999999999996 0.11376500000000002 0.07770500000000001 -0.0060199999999999993 -0.080324999999999994 0.080695000000000003 0.042785000000000004 -0.065974999999999992 0.084535000000000013 -0.014129999999999998 -0.0076149999999999994 -0.12077499999999998 -0.093219999999999983 -0.086919999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 8 7 18 -2 9 11 17 13 24 14 -1 -16 -15 -11 -3 -4 -21 -6 25 -24 -13 26 -18 -27 -29 -30
right_child=1 6 19 -5 21 -7 -8 -9 -10 10 -12 12 -14 16 15 -17 22 -19 -20 20 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.011224886366436558 0.0079061106213039779 0.0030663774541447321 0.010112903893671255 0.014660465304872819 0.0067481455548118923 0.0034380387973392428 -0.0021717629451304672 0.0028026873625263023 0.0054071545537963915 0.0077273505947628692 0.0024479270880592282 0.011633002791495529 0.0075957708735147431 0.012052425876218867 0.0062248475626705494 -0.0010873011755757034 0.016773626340242723 0.013525716401636601 0.0078629869887663524 0.0063829155469180224 0.0011433476923100119 0.0094350789877680266 0.014444933042284988 0.0071445408748631659 0.018030887693856603 0.0054139214226355155 0.010103910986490681 0.0047132948320358992 0.012179159051248511 0.0092920204594887524
leaf_weight=31 170 226 22 28 266 82 25 27 37 101 29 20 29 91 47 20 24 20 24 70 28 89 21 182 27 30 113 20 95 1127
leaf_count=31 170 226 22 28 266 82 25 27 37 101 29 20 29 91 47 20 24 20 24 70 28 89 21 182 27 30 113 20 95 1127
internal_value=0 0.00456507 0.00886547 0.00901363 0.00894827 0.00609903 0.0030088 0.00720666 0.00921082 0.00928025 0.00747978 0.00942414 0.0123654 0.00930002 0.00631422 0.00404212 0.00947184 0.00868576 0.00352685 0.00584418 0.0048859 0.00742177 0.00932616 0.00789975 0.0153084 0.00953167 0.0112723 0.00934419 0.00943912 0.00951647
internal_weight=0 554 2567 2447 2419 279 275 197 2064 2027 150 1877 76 1801 98 67 1703 121 250 120 98 355 1612 203 47 1409 137 1272 1242 1222
internal_count=3121 554 2567 2447 2419 279 275 197 2064 2027 150 1877 76 1801 98 67 1703 121 250 120 98 355 1612 203 47 1409 137 1272 1242 1222
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=31
num_cat=0
split_feature=1 12 1 12 41 4 4 13 12 0 0 43 4 43 3 148 2 1 475 1210 133 3 481 2 2 1213 403 4 16 43
split_gain=0.694956 0.198935 0.112689 0.0720378 0.0879595 0.0733494 0.0725921 0.0700402 0.120206 0.0798205 0.0854921 0.0781552 0.0953594 0.0683331 0.0726394 0.0721594 0.0646878 0.115506 0.0859334 0.0752966 0.0827361 0.0758595 0.07215 0.0646387 0.0628493 0.0625116 0.101837 0.125119 0.0666136 0.0623416
threshold=0.12000500000000001 0.051320000000000005 0.08864000000000001 0.092550000000000007 0.077565000000000009 -0.059649999999999988 -0.50262499999999988 -0.072819999999999982 0.096990000000000007 -0.10224499999999999 -0.13455999999999999 -0.074974999999999986 0.022185000000000003 -0.011694999999999999 0.13524500000000003 -0.043434999999999994 0.088930000000000023 0.083345000000000016 -0.088274999999999978 -0.15347999999999998 0.11269500000000002 -0.097604999999999983 -0.0066299999999999996 0.093175000000000022 0.082275000000000015 0.039620000000000009 -0.084674999999999986 -0.085034999999999986 -0.082039999999999988 -0.063379999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3 8 9 10 -2 -9 -13 -4 15 -15 18 22 -8 -20 21 24 -18 -24 -21 -23 27 -27 -28 -11
right_child=7 3 13 4 -6 -7 16 11 -10 29 -12 12 -14 14 -16 -17 17 -19 19 20 -22 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0081012975493446587 0.0020643417546846745 0.013813862232146441 0.0035897813751130884 0.0087023804702078666 0.001399992090528426 0.0067766894353348227 0.0038829369557788597 0.0018746247934258364 -0.0053823385366492654 0.0037170215760572601 0.010228317002158451 0.011845745219160682 0.0045078324979326741 0.0035408481308145494 0.0027129195609854329 0.0083309414423139837 0.011799990694406768 0.0017751596896260075 0.015072388512392841 0.016543124604504557 0.0058303152726342285 0.0086534163775657397 0.0062020118508286431 0.0093730747058888165 0.010356556731634416 0.014007983926253824 0.018590446305556133 0.0050522740237796925 0.011059305087352794 -0.0016409447473682921
leaf_weight=197 29 27 161 370 23 425 32 72 22 39 23 23 77 41 45 135 43 33 21 24 75 697 171 103 52 26 23 39 24 49
leaf_count=197 29 27 161 370 23 425 32 72 22 39 23 23 77 41 45 135 43 33 21 24 75 697 171 103 52 26 23 39 24 49
internal_value=0 0.00780848 0.00615862 0.00824112 0.00749654 0.00767292 0.0086793 0.00298141 0.00148928 0.00256911 0.00567533 0.00438679 0.00619555 0.00515677 0.00629834 0.00721507 0.00857759 0.00740557 0.00898253 0.00914888 0.0090193 0.00928956 0.0079917 0.00739405 0.0123102 0.00900579 0.0111987 0.00863456 0.0147448 0.000733609
internal_weight=0 2787 579 2208 818 795 1390 334 162 140 52 172 100 382 221 176 1363 350 1013 981 960 885 317 274 76 809 112 65 47 88
internal_count=3121 2787 579 2208 818 795 1390 334 162 140 52 172 100 382 221 176 1363 350 1013 981 960 885 317 274 76 809 112 65 47 88
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=31
num_cat=0
split_feature=1 2 124 12 132 42 51 1 14 150 0 49 15 4 0 1 49 149 0 52 11 4 50 43 1209 3 403 42 4 0
split_gain=0.562914 0.162975 0.105095 0.0872124 0.0974737 0.0703176 0.0636293 0.0877597 0.0612342 0.0593792 0.0592552 0.105233 0.0671507 0.0833168 0.0977435 0.0651841 0.0585647 0.0576123 0.0617229 0.0750704 0.0962208 0.0885283 0.0608175 0.0558069 0.0603401 0.0539845 0.1313 0.0534007 0.0499467 0.0596436
threshold=0.12000500000000001 0.10803500000000001 -0.083859999999999976 0.089005000000000015 0.081465000000000024 -0.0060199999999999993 -0.40274499999999996 0.16773500000000005 0.076175000000000007 0.08926000000000002 -0.11013499999999998 0.036705000000000008 0.035560000000000008 0.061775000000000004 -0.15599999999999997 0.089770000000000016 0.12497000000000001 0.079000000000000015 -0.076579999999999995 -0.56176499999999996 0.079300000000000009 -0.49405499999999997 0.089465000000000017 -0.14169499999999999 0.10032500000000001 -0.080884999999999985 -1.0000000180025095e-35 0.11649000000000002 0.022185000000000003 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 -1 -2 -8 10 -3 11 12 13 14 -4 -15 -5 18 28 -20 21 -21 23 -23 25 26 -25 -24 29 -12
right_child=6 3 8 16 -6 -7 7 -9 -10 -11 17 -13 -14 15 -16 -17 -18 -19 19 20 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.008810357220470905 0.0077586860335229534 0.0055897908069060323 0.004308454432369521 0.0070926082007808297 -0.0021135630711214617 0.0026964911106532735 0.0027599595548938316 -0.0039345552945243461 0.010124214954787953 0.0012369363364286541 0.012505051322634624 0.0096686468955001562 0.0092353158785651139 0.010628312125018883 -0.0032398492708031476 0.0034619209961965682 0.0025179303385812093 0.012439647289284039 0.010849325498566032 0.010127246219975253 0.00096603394627119566 0.009546083115317204 0.010495259991148488 -0.0041473817606659039 0.0096191185101380822 0.0055930491928583874 0.0045770569488514162 0.005269634758235154 0.0059727394388303127 0.0079191846064993465
leaf_weight=25 23 133 42 223 25 76 290 21 86 41 29 51 24 22 29 30 32 24 37 60 33 27 48 23 23 124 69 33 131 1287
leaf_count=25 23 133 42 223 25 76 290 21 86 41 29 51 24 22 29 30 32 24 37 60 33 27 48 23 23 124 69 33 131 1287
internal_value=0 0.00702764 0.00736497 0.00529415 0.00372521 0.00420982 0.00268327 0.00230792 0.00750775 0.00456412 0.00740289 0.00575469 0.00439679 0.00345268 0.00122534 0.00649386 0.00651853 0.00757042 0.00750968 0.00652318 0.00615939 0.00658048 0.0059672 0.00523665 0.00474981 0.00423132 0.00239595 0.0083663 0.00783488 0.00802024
internal_weight=0 2787 2333 454 199 101 334 311 2232 174 2146 198 147 123 71 52 255 1948 1924 477 440 407 347 266 239 216 92 81 1447 1316
internal_count=3121 2787 2333 454 199 101 334 311 2232 174 2146 198 147 123 71 52 255 1948 1924 477 440 407 347 266 239 216 92 81 1447 1316
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=31
num_cat=0
split_feature=1 2 124 12 43 11 11 4 15 42 455 1 0 1 394 12 0 0 0 43 42 1213 148 1212 34 483 2 51 2 15
split_gain=0.455961 0.13201 0.0851268 0.070642 0.0872539 0.0592966 0.078277 0.0572255 0.0580081 0.0569573 0.0565455 0.0543692 0.0966383 0.0900674 0.0773255 0.0619923 0.0853915 0.12665 0.0894051 0.0814862 0.0847274 0.058009 0.052365 0.0517656 0.0514609 0.0509688 0.0528443 0.0516658 0.0493488 0.0541101
threshold=0.12000500000000001 0.10803500000000001 -0.083859999999999976 0.089005000000000015 -0.083434999999999995 0.097680000000000017 0.080455000000000013 0.42051500000000003 -0.41396999999999995 -0.0060199999999999993 0.092320000000000013 0.086920000000000011 -0.13027499999999997 0.090740000000000015 -0.083324999999999982 0.087695000000000009 -0.068604999999999985 0.13134000000000004 -0.062764999999999974 -0.11720999999999999 -0.087819999999999981 0.11395000000000001 -0.066239999999999979 0.12218000000000002 -0.038779999999999995 0.096460000000000018 1.0000000180025095e-35 0.095050000000000009 0.14285500000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 6 10 22 24 -1 11 15 13 -13 -14 19 23 18 -18 20 -4 25 -2 -17 -9 26 -21 -28 29 -24
right_child=7 3 5 -5 -6 -7 -8 8 -10 -11 -12 12 14 -15 -16 16 17 -19 -20 21 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0079293216206133364 -0.0011622383259236814 -0.0015219166642054917 0.0071708236218910315 0.005866677891409185 0.0042521735345958621 0.0013363945484161377 0.0098001116448791625 -0.0016270141598993338 -0.0025585347540410504 0.0024268420269149115 0.011979959411546589 -0.0032146748970262708 0.00053718409035354855 0.004518296873029016 0.0066012127249733508 0.0064427506186991255 0.0043847021413967015 0.0087771912915227211 -0.0048533271320841537 0.0035106359794735906 0.015410394576275183 0.0025511150874663146 0.0043712875581866902 0.01127366224081134 0.0031916693598527386 0.0034107238442326587 0.0075997446706997113 0.011598732160842595 0.0016830971805611627 0.010039848319831349
leaf_weight=25 20 31 24 255 168 20 84 29 35 76 20 20 22 61 476 623 20 23 22 30 26 25 85 23 94 30 649 34 50 21
leaf_count=25 20 31 24 255 168 20 84 29 35 76 20 20 22 61 476 623 20 23 22 30 26 25 85 23 94 30 649 34 50 21
internal_value=0 0.00632487 0.00662847 0.00476473 0.00335269 0.00675697 0.00680598 0.00241494 0.00103345 0.00378884 0.00668779 0.00663758 0.00581229 0.00260892 0.00633332 0.0069501 0.00626712 0.00281225 -0.000454266 0.00754374 0.0114554 0.00728908 0.00365515 0.00661475 0.00205556 0.0074485 0.00761839 0.00779882 0.00427276 0.0054943
internal_weight=0 2787 2333 454 199 2232 2212 334 158 101 2128 2108 579 81 498 1529 711 65 42 818 50 768 176 646 123 743 713 683 156 106
internal_count=3121 2787 2333 454 199 2232 2212 334 158 101 2128 2108 579 81 498 1529 711 65 42 818 50 768 176 646 123 743 713 683 156 106
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=31
num_cat=0
split_feature=4 3 2 9 44 2 4 1 2 133 12 16 51 48 48 3 484 43 2 4 15 42 1446 402 96 48 52 14 16 15
split_gain=0.377719 0.141269 0.0979328 0.0668181 0.0769738 0.0618869 0.0591369 0.0767655 0.0932193 0.091022 0.120401 0.0905017 0.0608455 0.067756 0.0774253 0.0578761 0.0573832 0.112738 0.0578398 0.0705609 0.0734396 0.0924875 0.077391 0.0621257 0.0542418 0.0555202 0.0584845 0.0680244 0.105669 0.0881212
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 -0.082249999999999976 0.091535000000000019 0.09358000000000001 0.084760000000000016 0.09474500000000001 -0.059624999999999991 -0.20636999999999997 0.092475000000000016 0.078735000000000013 -0.0080949999999999998 0.064170000000000019 -0.011244999999999998 0.084885000000000002 -0.082769999999999982 0.087685000000000013 -0.084624999999999992 0.083715000000000026 0.10842 0.086715000000000014 0.12118000000000002 -0.068719999999999989 -0.10708499999999999 -0.4714549999999999 -0.44764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 24 12 -8 9 -9 -11 -10 -5 14 16 -13 18 -18 19 20 22 -22 23 -14 25 26 -2 -28 -29 -30
right_child=5 -3 -4 4 -6 -7 7 8 11 10 -12 15 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0021940976614738855 -0.00071485092292629913 0.0014059494642621045 -0.00066217699305802264 0.011859713848256931 0.010427070087998321 -0.0026153740764129907 0.0059535375861754641 0.0061615043177425839 0.0056897448554921615 -0.0031423325842263659 0.0052368291927392579 0.0016164300371082905 0.0083147723074784904 0.0018703542960186799 0.01242966542992255 -0.0047193263779349987 -0.0016692395011583966 0.0078352273343345862 0.005931742760886571 0.013515813054428213 0.0083793904100145627 -0.0010058804248858776 0.01388774275017733 0.0023484016800648534 -0.0018456777231767774 -0.0014338014432444023 0.0069668166511941566 0.0045781790023408297 -0.0056420660821632261 0.0022608316146097212
leaf_weight=48 31 74 23 22 38 24 1447 256 39 27 47 46 137 30 23 21 24 26 323 21 21 21 22 20 25 26 56 139 21 43
leaf_count=48 31 74 23 22 38 24 1447 256 39 27 47 46 137 30 23 21 24 26 323 21 21 21 22 20 25 26 56 139 21 43
internal_value=0 0.00571615 0.00583508 0.00589128 0.00595925 0.00229285 0.00589326 0.00560305 0.00443987 0.00526859 0.00217957 0.00185991 0.00668523 0.00651482 0.00673321 -0.000369404 0.00652017 0.00327308 0.00680752 0.00797644 0.00745007 0.00368675 0.00833308 0.00755473 0.0026383 0.00299304 0.00338993 0.00388124 0.00303005 -0.000332307
internal_weight=0 2756 2682 2659 2611 365 2573 1883 436 330 74 106 690 668 638 67 615 50 565 242 221 42 179 157 341 316 290 259 203 64
internal_count=3121 2756 2682 2659 2611 365 2573 1883 436 330 74 106 690 668 638 67 615 50 565 242 221 42 179 157 341 316 290 259 203 64
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 159 14 1 52 4 0 15 0 2 4 4 15 474 1 50 3 3 10 11 47 43 16
split_gain=16.0688 2.56754 1.55698 1.18588 0.915382 0.884669 0.65255 0.473227 0.425185 0.355649 0.353392 0.343692 0.412768 0.310156 0.380164 0.364829 0.304187 0.237337 0.215815 0.246092 0.220052 0.306921 0.188097 0.186902 0.209927 0.179573 0.170584 0.167707 0.1631 0.162987
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.11474000000000002 -1.0000000180025095e-35 0.062655000000000016 0.092845000000000025 1.0000000180025095e-35 0.27044500000000005 -0.11173999999999999 -0.10469999999999999 -0.077639999999999987 0.17025000000000004 0.42051500000000003 -0.49013999999999996 0.050935000000000008 0.10008000000000002 0.080270000000000022 0.083640000000000006 0.30112000000000005 0.0068900000000000012 -0.38124499999999995 1.0000000180025095e-35 0.090100000000000013 -0.018859999999999998 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 9 -6 -4 13 -5 12 29 14 -1 -15 17 23 22 20 21 -20 28 24 -10 -18 -11 -3 -17 -8
right_child=1 2 8 10 7 -7 11 -9 16 26 -12 -13 -14 15 -16 18 25 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092307898928137386 0.00078443113357128764 0.00039608325906793739 0.0005269702348358041 0.0007202096411757957 0.00071908502913262053 0.00052726453488230029 0.00078504726313178175 0.00041313461754274405 0.00033555166953678974 0.00079569091380455508 0.00047655907063897139 0.00079555578158792468 0.00042396085636288509 0.00082742712971083533 0.00061337274086077274 0.00064621147937050049 0.00021997079940141108 0.00024095647914240727 0.00070358515658427013 0.00078530942995914585 0.00082829359651001447 0.00048047926112951625 0.0010088097898900007 0.00025654544414696742 0.00058546018257152799 -1.4178680402098918e-05 0.00099625566019480956 0.00054952036543731014 0.00084301205345503594 0.00065123030293950653
leaf_weight=20 74 190 26 37 77 48 52 26 28 23 60 113 25 1272 64 20 34 112 113 266 36 30 21 30 24 20 56 32 85 107
leaf_count=20 74 190 26 37 77 48 52 26 28 23 60 113 25 1272 64 20 34 112 113 266 36 30 21 30 24 20 56 32 85 107
internal_value=0 0.00043986 0.000397292 0.000781962 0.000489082 0.000790728 0.000796219 0.000641855 0.000288418 0.000808919 0.000569498 0.000710441 0.000658169 0.000803633 0.000687112 0.000808944 0.000263409 0.000299639 0.000767768 0.000747484 0.000691274 0.00065678 0.000839407 0.000379791 0.000450894 0.000133249 0.000937863 0.0004182 0.000805526 0.000694994
internal_weight=0 673 599 2448 325 2351 2303 103 274 2006 97 297 184 1927 84 1843 248 194 571 445 179 143 126 82 52 54 79 222 105 159
internal_count=3121 673 599 2448 325 2351 2303 103 274 2006 97 297 184 1927 84 1843 248 194 571 445 179 143 126 82 52 54 79 222 105 159
is_linear=0
shrinkage=0.00196078


Tree=5958
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 14 1 2 15 4 13 0 15 4 15 484 1 15 10 43 42 3 52 47 1 160
split_gain=20.759 3.6248 2.16959 1.56243 1.43472 1.10467 0.772991 0.680542 0.603133 0.49887 0.490446 0.439379 0.40626 0.394799 0.294031 0.294563 0.285764 0.378559 0.312946 0.76563 0.251781 0.239672 0.285226 0.214614 0.20608 0.200489 0.193042 0.190071 0.17557 0.168924
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.11474000000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.14753000000000002 0.024640000000000006 0.27834500000000006 -0.077799999999999994 -0.057069999999999989 -0.12255999999999999 -0.42529999999999996 -0.0072999999999999992 0.084040000000000017 0.095695000000000016 -0.41942499999999994 -0.38124499999999995 -0.080324999999999994 0.090545000000000014 -0.14847999999999997 -0.16675999999999999 0.090100000000000013 0.079415000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 27 6 9 -6 11 12 -5 13 14 -4 15 -1 -16 28 20 -20 -19 -13 -23 -12 -2 -14 -11 -3 -18 -15
right_child=1 2 8 10 7 -7 -8 -9 -10 26 23 21 25 29 16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091525309495076978 0.0009739115121317844 0.00043829905616947983 0.00050975938204347209 0.00085664177809108874 0.00083446044305034476 0.00059730246886793598 0.00054778840082387128 0.00046756370632233574 0.0005581255148206821 0.00088046120151000858 0.00061881934859457849 0.00030275054250880346 0.0011185628487089393 0.00041211540253481565 0.00094466401987544342 0.00071208639985971783 0.00079903743055020394 0.00083801587928409628 0.00082761305500545705 0.00038615818542745106 0.00065845864400515509 0.00024400698134273877 -3.9572602737500196e-05 0.0003777897553335802 0.00075287049502329112 0.00092031264260435239 0.0011007503135801262 0.00060164646688373941 0.00098099251159655503 0.00023854465890600998
leaf_weight=509 50 190 40 28 77 48 24 26 34 20 49 32 20 29 89 29 28 333 44 23 33 25 30 20 24 1011 65 32 75 84
leaf_count=509 50 190 40 28 77 48 24 26 34 20 49 32 20 29 89 29 28 333 44 23 33 25 30 20 24 1011 65 32 75 84
internal_value=0 0.00049281 0.000442231 0.000881646 0.000550583 0.000891708 0.000897844 0.000741846 0.000313711 0.00090153 0.000637772 0.000279085 0.00089582 0.000342349 0.000870698 0.000904302 0.000841772 0.000824688 0.000799273 0.000676069 0.000821826 0.000167828 8.93272e-05 0.000548956 0.000902223 0.000924158 0.00104892 0.000461845 0.000931529 0.000283089
internal_weight=0 673 599 2448 325 2351 2303 103 274 2279 97 240 2194 153 1163 538 625 536 433 67 366 87 55 69 74 1031 85 222 103 113
internal_count=3121 673 599 2448 325 2351 2303 103 274 2279 97 240 2194 153 1163 538 625 536 433 67 366 87 55 69 74 1031 85 222 103 113
is_linear=0
shrinkage=0.00196078


Tree=5959
num_leaves=31
num_cat=0
split_feature=4 3 9 40 13 123 12 11 3 52 15 52 3 42 3 43 1 43 49 2 0 0 159 49 0 12 157 157 156 1444
split_gain=0.44731 0.160294 0.104789 0.0877482 0.0864625 0.0674675 0.0666147 0.0739165 0.0807375 0.081931 0.0713274 0.0686126 0.0834489 0.126474 0.0643527 0.0715502 0.0617353 0.0643701 0.0748516 0.0676847 0.0627517 0.0592648 0.0569427 0.0708965 0.0579811 0.0563698 0.0511771 0.0573788 0.0591172 0.0540741
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 0.40528500000000006 0.083855000000000013 0.11734000000000001 1.0000000180025095e-35 -0.14989499999999997 0.088785000000000017 0.081070000000000017 -0.046924999999999988 -0.10217499999999997 -0.092814999999999981 -0.079979999999999982 -0.077319999999999986 0.13075500000000004 0.084740000000000024 -0.015259999999999998 0.11510000000000002 0.024095000000000002 -0.036484999999999997 0.097495000000000012 -0.072814999999999977 -0.043914999999999989 -0.12529499999999996 -0.30029999999999996 -0.087084999999999982 0.086945000000000008 -0.050539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 7 11 9 10 -9 12 13 -4 -14 -16 17 18 -2 -20 21 25 23 -17 -25 -18 -13 28 -28 -29
right_child=16 -3 3 -5 -6 -7 -8 8 -10 -11 -12 26 14 -15 15 22 20 -19 19 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0023630026905309587 -1.0024429296740806e-05 0.0017857498207721055 0.0078954285307025369 0.0013843460867065005 0.012082751731163469 0.0051351928019097879 0.0041371032657686029 0.0079007852782701019 0.014677529196487741 0.0028096544520499617 0.014295347334284867 0.0024014658071100717 0.0071348199985164272 -0.0018352591295671815 0.002853491526796704 0.0088331780995109261 0.0050376682253381998 0.0091505893878638753 0.0067642650219540195 0.002355449559807312 -0.0033607534294088299 0.0070280091278254993 0.009335617046413381 0.0028598589907536127 0.0077188432588820551 -0.00025507447875658927 0.0072319889254868035 0.010339063740616968 0.013459819131875756 0.0067429776041539853
leaf_weight=21 53 74 22 32 29 28 106 103 20 26 21 25 278 34 101 42 27 20 65 75 26 20 43 96 33 79 35 43 27 1517
leaf_count=21 53 74 22 32 29 28 106 103 20 26 21 25 278 34 101 42 27 20 65 75 26 20 43 96 33 79 35 43 27 1517
internal_value=0 0.00637701 0.00650369 0.00658896 0.006653 0.00192168 0.00659177 0.00669729 0.00870932 0.00791356 0.00898374 0.00654831 0.00567747 0.00198751 0.00602593 0.00504729 0.00265168 0.00375031 0.0031907 0.0044024 0.00111215 0.00203513 0.00608268 0.00526469 0.00410285 0.00109308 0.00689147 0.00696067 0.00994411 0.0068421
internal_weight=0 2756 2682 2633 2601 49 2572 2466 170 150 124 2296 649 56 593 315 365 213 193 140 152 126 214 171 129 106 1647 1622 62 1560
internal_count=3121 2756 2682 2633 2601 49 2572 2466 170 150 124 2296 649 56 593 315 365 213 193 140 152 126 214 171 129 106 1647 1622 62 1560
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 1 47 2 0 1 2 16 34 4 4 4 15 0 160 1 0 13 13 2 15 4 1
split_gain=21.6135 3.52056 2.2779 1.86366 1.38542 1.08971 0.915279 0.716696 0.683157 0.682537 0.624627 0.473522 0.687223 0.470726 0.431118 0.39304 0.28867 0.287431 0.285424 0.240303 0.224384 0.271194 0.212565 0.221799 0.21124 0.207349 0.221728 0.200158 0.190151 0.187929
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10527500000000002 0.095545000000000005 -0.022174999999999997 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.14960000000000004 -0.10607499999999999 0.085345000000000018 0.14753000000000002 -0.5335399999999999 -1.0000000180025095e-35 0.27834500000000006 -0.013125 0.0082450000000000006 -0.095869999999999983 -0.079119999999999982 -0.081069999999999989 0.075045000000000014 -0.019414999999999998 -1.0000000180025095e-35 -0.47860499999999995 0.31358000000000003 -0.040804999999999994 -0.46376499999999993 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 -3 11 -5 13 14 12 27 15 -7 -4 -17 22 20 -14 -13 -22 23 -16 -18 -15 -27 -1 -23 -19
right_child=1 2 9 8 -6 10 -8 -9 -10 -11 -12 18 19 25 17 16 24 29 -20 -21 21 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010395249402990528 0.00093089278515308676 0.00086536727721769837 0.00020616378971986262 0.00085687552134308491 0.00047468925449074584 0.00057949911072558043 0.00050986808080462299 0.0011398962716094585 0.00052020051560772889 0.00058074736504736056 0.0005517398562074426 0.0009665107722688647 0.00081855750440104223 0.00032610597698577026 0.00091152774006030305 0.00057709827912341639 0.00028782433641531547 0.00084041896173990809 0.00083570577531190361 0.00055024550449649849 0.0007551310695857634 0.0010647791290149635 0.00098844720317157412 0.00075581520893215355 0.00051349893161504567 0.0002089592289387165 -3.496170979237719e-05 0.0008348980924971788 0.00091097114720579346 0.00065090208448828223
leaf_weight=40 69 79 45 37 199 20 43 70 62 37 26 1128 21 26 161 33 52 235 84 33 39 35 98 45 23 38 23 34 264 22
leaf_count=40 69 79 45 37 199 20 43 70 62 37 26 1128 21 26 161 33 52 235 84 33 39 35 98 45 23 38 23 34 264 22
internal_value=0 0.000511521 0.000463132 0.000909573 0.00057555 0.000920651 0.000740068 0.000945506 0.000646029 0.000332858 0.000849076 0.000937397 0.000822776 0.000294642 0.000862382 0.000360124 0.000424274 0.000872467 0.000946863 0.000654589 0.000953232 0.000908916 0.000913275 0.000877513 0.000357031 0.000179484 0.000116989 0.000945507 0.000928975 0.000824196
internal_weight=0 667 598 2454 321 2355 122 1748 99 277 607 1678 128 240 581 153 108 561 1550 54 1466 338 304 206 75 87 61 74 299 257
internal_count=3121 667 598 2454 321 2355 122 1748 99 277 607 1678 128 240 581 153 108 561 1550 54 1466 338 304 206 75 87 61 74 299 257
is_linear=0
shrinkage=0.00196078


Tree=5961
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 12 2 2 14 2 52 52 1 12 2 1 1 1 475 15 0 1 1429 13 52 1 1 2 49 50
split_gain=22.7797 2.8313 2.31202 1.47075 1.21605 1.09364 1.07848 0.793231 0.703961 0.64656 0.534117 0.636532 0.451653 0.43835 0.344433 0.324851 0.310073 0.268249 0.264216 0.254655 0.285355 0.254139 0.313698 0.245422 0.227641 0.22271 0.216002 0.209218 0.191751 0.175284
threshold=0.10752500000000002 -0.059315 0.099515000000000006 0.27834500000000006 -1.0000000180025095e-35 0.080890000000000017 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10803500000000001 1.0000000180025095e-35 -0.40967499999999996 0.094090000000000021 0.13597000000000004 0.091265000000000013 0.122715 0.089770000000000016 1.0000000180025095e-35 -0.069854999999999987 -0.069954999999999989 -0.059114999999999994 0.080270000000000022 0.084665000000000004 -1.0000000180025095e-35 0.31359500000000001 0.12000500000000001 0.12958500000000003 0.10381000000000001 0.11560500000000001 0.083090000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 12 10 7 25 14 26 11 -4 -1 18 21 -2 17 -16 -7 20 -8 24 29 -11 28 -3 -9 -13 -6 -23
right_child=1 6 5 -5 8 13 19 9 -10 23 -12 27 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082217179300307728 0.00083995736816828894 0.00041434553153569398 0.00083702387061773567 0.00042130692577791606 0.00094077710367854639 0.00095162217790087269 0.00030571786181681979 0.00082447842600192613 0.0010874774526147281 0.0003525975089101373 0.00080730925046850442 0.00062879995367992885 0.00053330250056611345 0.00058619737493169983 0.00084684624183122155 0.00059888743067524209 0.00065376477513851873 0.0010615269951765834 0.00080579719291712089 -2.1464651377469886e-05 7.7330435330708934e-05 0.00084541153372680983 0.00063491113374338436 0.00050790696064179791 0.00076784885251054578 0.00019377690021378063 0.00054292777717551764 0.00043193478400041274 0.00075941097439097629 0.00092067637784074973
leaf_weight=38 83 24 25 74 877 57 58 22 78 94 44 29 46 31 331 29 30 24 295 20 33 223 20 67 32 66 20 73 23 255
leaf_count=38 83 24 25 74 877 57 58 22 78 94 44 29 46 31 331 29 30 24 295 20 33 223 20 67 32 66 20 73 23 255
internal_value=0 0.000435627 0.000863464 0.000635811 0.000894836 0.000751513 0.000343462 0.000405818 0.00090508 0.000473749 0.000621132 0.00055663 0.000663981 0.000809725 0.000897241 0.000777537 0.000845184 0.00086136 0.000829411 0.000178867 0.000222896 0.000911256 0.000875497 0.000417229 0.000930364 0.000252595 0.000690407 0.000487906 0.000936142 0.000885563
internal_weight=0 590 2531 186 1977 554 404 293 1893 203 171 127 84 383 1815 112 385 355 352 111 91 1430 498 161 932 90 42 102 900 478
internal_count=3121 590 2531 186 1977 554 404 293 1893 203 171 127 84 383 1815 112 385 355 352 111 91 1430 498 161 932 90 42 102 900 478
is_linear=0
shrinkage=0.00196078


Tree=5962
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 1 2 14 2 2 4 1 2 47 475 13 52 0 16 4 52 49 1 1420 1429 484 51
split_gain=31.1375 5.04173 3.01666 2.67557 1.8111 1.65812 1.61754 0.982955 0.877418 0.876699 0.852006 0.720112 0.612391 0.502167 0.440493 0.32745 0.292129 0.283625 0.251849 0.245369 0.364787 0.261424 0.233939 0.196238 0.19416 0.190844 0.183002 0.24096 0.29732 0.254503
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.13082500000000002 0.09253500000000002 0.10672500000000001 0.062655000000000016 0.091265000000000013 0.14753000000000002 0.27834500000000006 0.087135000000000004 0.085730000000000015 0.090100000000000013 -0.08230999999999998 -1.0000000180025095e-35 -0.56176499999999996 0.051010000000000007 0.15273500000000004 -0.036839999999999991 -0.16675999999999999 -0.054319999999999993 0.089770000000000016 -0.080064999999999983 0.084770000000000012 0.073690000000000019 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 16 6 10 12 -5 -6 11 14 13 -4 26 -16 -3 -13 -15 -19 25 -22 -2 -12 -10 -21 -1 29 -29 -28
right_child=1 2 7 8 9 -7 -8 -9 24 -11 23 17 -14 18 15 -17 -18 19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0012729286354462974 0.0011341906353539112 0.00051535739313245826 0.00058305725710941297 0.00098589648102703395 0.00097419905015738966 0.00067348338374961575 0.00057523466588235369 0.00067578920387719886 0.00069883425481533329 0.00056609074906015602 0.0010994899168059312 0.0011484358365111932 0.00018821380903798703 0.00027554901541311359 0.0010553752700578841 0.00083199813691446026 0.00071514465060888547 0.0012037962139431946 0.00049262315970923301 0.0010245323834007006 0.0006701903709886121 0.00095120876526632236 0.00089868229442562151 0.0013215954006167738 0.00048088138125642059 0.00088108126888622527 0.0011257756373967275 0.0011486177304211786 0.00086323051832105013 0.00095050007157997216
leaf_weight=28 50 191 40 34 73 41 25 34 33 28 20 61 87 86 385 27 33 24 27 578 20 35 24 65 30 38 914 25 32 33
leaf_count=28 50 191 40 34 73 41 25 34 33 28 20 61 87 86 385 27 33 24 27 578 20 35 24 65 30 38 914 25 32 33
internal_value=0 0.000574963 0.000515312 0.00105118 0.000643077 0.00106435 0.00107128 0.000363766 0.000732046 0.00086106 0.00107671 0.00106927 0.000319562 0.000394251 0.00109494 0.00104074 0.00054479 0.00102024 0.000327416 0.00100899 0.00100202 0.00084902 0.00105781 0.00126934 0.000595047 0.00101568 0.00111658 0.00111222 0.0009884 0.00111967
internal_weight=0 673 599 2448 325 2351 2310 274 97 101 2285 2200 240 153 1444 412 224 756 113 695 671 55 74 85 63 616 1032 1004 57 947
internal_count=3121 673 599 2448 325 2351 2310 274 97 101 2285 2200 240 153 1444 412 224 756 113 695 671 55 74 85 63 616 1032 1004 57 947
is_linear=0
shrinkage=0.00196078


Tree=5963
num_leaves=31
num_cat=0
split_feature=1 3 124 4 3 2 42 43 2 14 0 1 52 49 16 2 3 4 1 156 4 47 4 0 16 49 43 1 2 0
split_gain=13.4938 2.26228 1.09209 0.971502 0.732768 0.721838 0.519893 0.483106 0.387015 0.369796 0.255553 0.326336 0.251784 0.238805 0.235526 0.22562 0.211923 0.247057 0.193447 0.181447 0.164953 0.152371 0.14914 0.187805 0.173345 0.191673 0.13978 0.136142 0.124051 0.124014
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.31534000000000006 0.095545000000000005 -0.0060199999999999993 -0.025214999999999998 0.13501500000000002 0.062655000000000016 -0.10607499999999999 0.085345000000000018 0.048770000000000008 -0.054984999999999992 -0.52595999999999987 0.14530500000000005 0.30112000000000005 0.36766000000000004 0.12205500000000001 0.013700000000000002 0.0082450000000000006 0.090280000000000013 -0.013125 0.14486500000000005 -0.45661999999999997 -0.009244999999999998 -0.080324999999999994 0.11910500000000002 0.08622500000000001 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 7 9 -1 18 14 10 11 19 -6 -2 -7 16 17 -9 -3 -4 29 -15 23 -16 -24 -26 -8 -5 -13 -12
right_child=1 4 5 27 12 8 26 15 -10 -11 20 28 -14 21 22 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00073842679314753586 0.00051811584775659234 0.00039743423398512723 0.00085813535844059036 0.00050596389181299607 0.00012672220730026293 0.00051924218393229187 0.00051935008955067061 0.0006249765796454477 0.00053930572531599966 0.00092569444934510617 0.00080272605781181612 0.00069626209545223152 0.00033992248412217376 0.00080859336556213138 0.00077808334247025121 0.00028674610813055274 0.00036432806997871512 0.00044664210060752239 0.0002688667038104428 0.0006548141342362548 0.00070139253005275831 0.00066931318483581218 0.0008311318416221469 0.0006188943363525266 0.00050089068896736475 0.00069454342126052347 0.00032719020389764171 0.00034695732598274428 0.00050231514107116368 0.00076005385853015995
leaf_weight=40 23 89 45 47 57 21 43 64 48 71 1128 21 34 58 260 21 33 56 91 27 80 63 31 32 22 184 22 37 32 341
leaf_count=40 23 89 45 47 57 21 43 64 48 71 1128 21 34 58 260 21 33 56 91 27 80 63 31 32 22 184 22 37 32 341
internal_value=0 0.000444686 0.00075818 0.000603507 0.000363312 0.000766948 0.000562546 0.000403654 0.000708157 0.000787095 0.000781217 0.000695933 0.000206379 0.000701263 0.000722893 0.000477327 0.000503486 0.000541754 0.000332436 0.00078189 0.000788099 0.000736076 0.000730977 0.000760638 0.000694433 0.000673862 0.000454311 0.000435925 0.000579162 0.000792821
internal_weight=0 673 2448 228 445 2343 105 354 598 1745 1674 125 91 144 550 174 153 120 180 72 1549 121 529 292 237 206 65 84 53 1469
internal_count=3121 673 2448 228 445 2343 105 354 598 1745 1674 125 91 144 550 174 153 120 180 72 1549 121 529 292 237 206 65 84 53 1469
is_linear=0
shrinkage=0.00196078


Tree=5964
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 47 1 14 2 4 2 48 1 4 1 0 1 47 1 2 12 15 10 49 1 4 13
split_gain=32.2677 5.28648 3.14573 2.51934 2.05577 1.57966 1.0324 0.982374 0.980715 0.852699 0.745618 0.592219 0.521219 0.512033 0.493892 0.350588 0.299066 0.400123 0.378106 0.279663 0.263347 0.251007 0.244772 0.235986 0.207123 0.209131 0.199141 0.190285 0.186562 0.180948
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.14122000000000004 0.11474000000000002 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.14753000000000002 0.40945500000000007 -0.090999999999999984 -0.015314999999999997 0.087135000000000004 -0.013514999999999998 0.075045000000000014 -0.019414999999999998 0.093100000000000002 0.090100000000000013 0.11829500000000003 0.085730000000000015 0.095780000000000018 -0.41942499999999994 -0.38124499999999995 -0.053364999999999996 0.089770000000000016 0.063160000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 14 21 11 -5 13 12 -4 -1 -7 -15 17 18 -16 23 -3 -6 -17 -18 -13 -26 -11 -19 -8 -14
right_child=1 2 8 9 7 6 28 -9 -10 26 -12 24 29 15 16 22 19 27 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00086084681392087868 0.0011373760324260602 0.00056986075385903243 0.00062590295253006113 0.001040563043986734 0.0011090379353134667 0.00083752942896264324 0.00062158983858192675 0.00058838709141888657 0.00071528005592868518 0.00077134607092328342 0.0013772764692647332 0.00036858703356747532 0.00032834903512633199 0.0011814066695427748 0.0011154205449047864 0.0011260579176200513 0.0011040659208673719 0.0013505538096579496 0.00092660969890215816 0.00085165452052478601 0.00075955062670787039 0.00085372941605016297 0.0009327258224840517 0.00099504730473229321 0.00030263323659150335 5.9810313487461967e-05 0.00054529513899259586 0.0011695236924630264 0.00088620136251080044 0.00051580286145120366
leaf_weight=22 71 191 44 37 57 32 20 24 37 31 62 32 83 1030 271 373 187 33 48 27 33 20 27 129 25 30 29 69 21 26
leaf_count=22 71 191 44 37 57 32 20 24 37 31 62 32 83 1030 271 373 187 33 48 27 33 20 27 129 25 30 29 69 21 26
internal_value=0 0.000631348 0.000571667 0.00111613 0.000702522 0.00112891 0.00106055 0.000934763 0.000418137 0.000806455 0.0011667 0.000372327 0.000445775 0.00115771 0.00107618 0.00116227 0.00108618 0.00112119 0.00108701 0.0010432 0.000597806 0.00104272 0.00111301 0.00105956 0.00024316 0.000170184 0.000662088 0.00122809 0.000757123 0.000373063
internal_weight=0 673 602 2448 325 2351 837 101 277 97 1514 240 153 1452 796 1430 764 421 319 343 224 77 400 316 87 55 60 102 41 109
internal_count=3121 673 602 2448 325 2351 837 101 277 97 1514 240 153 1452 796 1430 764 421 319 343 224 77 400 316 87 55 60 102 41 109
is_linear=0
shrinkage=0.00196078


Tree=5965
num_leaves=31
num_cat=0
split_feature=1 3 12 3 1 10 43 2 43 39 157 150 4 14 133 3 43 2 4 0 47 0 48 160 43 151 3 12 3 12
split_gain=0.887029 0.145562 0.115327 0.106898 0.0984929 0.0936103 0.0890158 0.0744661 0.0727793 0.0899974 0.0695832 0.0657745 0.0647996 0.0620677 0.0616303 0.0856085 0.0621547 0.0771055 0.0539693 0.0537691 0.0825617 0.0511416 0.0667887 0.111231 0.0625687 0.0564842 0.0618189 0.0544128 0.149315 0.0736316
threshold=0.10920500000000001 -0.063814999999999997 0.051320000000000005 0.11924500000000002 0.14262000000000002 -0.062879999999999978 -0.074359999999999996 0.11411 -0.095049999999999982 0.084405000000000008 -0.065184999999999979 0.10980500000000001 0.053180000000000012 -0.073114999999999986 0.089405000000000012 0.30112000000000005 -0.04890499999999999 0.11510000000000002 -0.010655 -0.036484999999999997 0.090280000000000013 -0.086074999999999985 0.092475000000000016 -0.059339999999999997 -0.50216499999999986 -0.088054999999999981 -0.15447499999999995 0.083935000000000023 -0.087429999999999994 0.084595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 6 10 -6 8 19 -1 -10 -3 -8 21 -12 15 16 18 -18 -15 20 -2 25 24 -24 -23 -4 -27 28 -26 -29
right_child=1 4 12 -5 5 -7 11 -9 9 -11 13 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 27 26 -28 29 -30 -31
leaf_value=0.0091990244512159657 0.014863294656215996 0.00065511805474266624 0.0073342374411924762 0.0020905839108551543 -0.0048154558454241072 0.0027167108224390394 0.0097581952606674797 0.0047417067313822031 -0.00045982822954941253 0.0065330019576423292 0.0090231066593566001 0.0039357763515519241 0.0081011627105569955 0.0088588088192045698 0.0013962590792733764 0.0021776615230080028 0.013391344161489264 0.0062020394704969872 0.0024112543256165197 0.005162200557354551 0.0079510776326060292 0.014149328408141933 0.00037052600334088007 0.0090963560853803468 0.010793433047718171 0.015007608135997811 0.010605063208478314 0.013686301652342081 0.00029740353803271832 0.0095127221804635204
leaf_weight=52 27 36 49 30 21 77 255 65 26 63 39 21 247 20 45 52 26 35 37 26 48 30 21 48 33 34 515 44 23 1076
leaf_count=52 27 36 49 30 21 77 255 65 26 63 39 21 247 20 45 52 26 35 37 26 48 30 21 48 33 34 515 44 23 1076
internal_value=0 0.00490369 0.00931582 0.00785611 0.00384344 0.00110268 0.0082709 0.00738186 0.00622676 0.00449015 0.00476964 0.00931519 0.0096236 0.0053528 0.00468702 0.0055581 0.00704779 0.00926633 0.00467355 0.00908097 0.0104395 0.00982437 0.00946651 0.00644067 0.00963963 0.0105874 0.0108777 0.00952458 0.00648256 0.00967668
internal_weight=0 554 2567 447 388 98 417 166 141 89 290 276 2120 254 215 170 118 61 57 101 75 1873 1275 69 1206 598 549 1176 56 1120
internal_count=3121 554 2567 447 388 98 417 166 141 89 290 276 2120 254 215 170 118 61 57 101 75 1873 1275 69 1206 598 549 1176 56 1120
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 3 3 14 12 11 1 457 49 1 47 43 3 2 2 2 43 48 16 14 16
split_gain=35.3888 5.72128 3.60394 2.87034 2.48023 1.84271 1.27535 1.07854 1.03439 0.837038 0.835247 0.846714 0.525655 0.46521 0.436013 0.449546 0.671163 0.376896 0.358743 0.313724 0.295906 0.311983 0.284198 0.573485 0.258807 0.227661 0.223553 0.208914 0.204845 0.229959
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.077845000000000011 0.30112000000000005 0.12745000000000004 0.062655000000000016 -0.42850999999999995 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.097940000000000013 0.090540000000000023 0.090100000000000013 -1.0000000180025095e-35 -0.10831999999999999 0.13501500000000002 -1.0000000180025095e-35 0.15950500000000004 -0.14792499999999997 0.087310000000000013 0.11346000000000002 -0.46166999999999997 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 8 -6 12 -5 11 22 18 -12 15 17 -17 20 -1 28 26 -22 23 -4 -15 -16 -10 -7 -3 -30
right_child=1 2 10 9 7 27 -8 -9 14 -11 13 -13 -14 24 25 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011908550662874393 0.0011307852935967901 0.00070877476829928684 0.0003425732303231021 0.0010794992279522225 0.001079334351868137 0.00063851920334372222 0.00069603774288754449 0.00063591019220017142 0.0011753706237245857 0.00067753740000128576 0.00041708438532349611 0.00072896598251442717 0.0013647588652683357 0.0002343972045628234 0.0010567080619093641 0.0010694936356123756 0.00063843330773624945 0.0010147498096480514 0.0011078331263817134 0.00075405084672458664 0.00083996971235768248 0.0010874774437508517 0.00029621316639295321 0.00067743839052341443 -3.3355358184552658e-05 0.001292923247414552 0.0010472488596251625 0.00089813795309254827 0.00062094497348939425 0.00046762764860584235
leaf_weight=1092 74 26 51 28 71 26 24 30 310 69 34 37 59 35 21 41 21 165 245 33 22 178 62 32 23 62 63 22 58 107
leaf_count=1092 74 26 51 28 71 26 24 30 310 69 34 37 59 35 21 41 21 165 245 33 22 178 62 32 23 62 63 22 58 107
internal_value=0 0.000616426 0.000552883 0.00112411 0.000692532 0.00113775 0.00114568 0.000947624 0.00115041 0.000793568 0.00038724 0.00046421 0.00118363 0.000234974 0.00109789 0.00108385 0.000923489 0.00109732 0.00117564 0.000577512 0.0011211 0.00106025 0.000396652 0.000471678 0.000128219 0.00123316 0.00115373 0.000757511 0.000547011 0.000521521
internal_weight=0 673 599 2448 325 2351 2303 101 2279 97 274 182 1396 92 883 800 62 738 1337 224 573 200 145 83 58 83 373 48 191 165
internal_count=3121 673 599 2448 325 2351 2303 101 2279 97 274 182 1396 92 883 800 62 738 1337 224 573 200 145 83 58 83 373 48 191 165
is_linear=0
shrinkage=0.00196078


Tree=5967
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 47 14 1 2 1 2 2 16 49 2 159 150 0 4 475 2 1 3 42 52 4 16 1 133
split_gain=28.255 4.52622 2.23354 2.07596 1.47472 1.46214 0.936559 0.881083 0.771951 0.655001 0.590596 0.616303 0.504895 0.502666 0.401962 0.366938 0.350902 0.310289 0.347698 0.29237 0.282857 0.271306 0.25321 0.209439 0.213835 0.208506 0.297787 0.261385 0.200431 0.188413
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11654500000000001 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 0.31358000000000003 -0.061854999999999993 -0.054984999999999992 -0.0091949999999999983 0.078675000000000009 1.0000000180025095e-35 -0.13843999999999998 -0.55119499999999988 -0.079029999999999975 0.088850000000000012 0.11910500000000002 0.30112000000000005 0.11275500000000001 0.039215000000000007 0.24564500000000003 0.061255000000000011 0.12040000000000002 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 16 7 12 10 -5 20 19 15 23 -8 -2 -12 17 18 -3 -1 -7 -21 -4 24 -6 26 29 -27 -16 -22
right_child=1 4 22 8 6 9 13 -9 -10 -11 11 -13 -14 -15 28 -17 -18 -19 -20 21 25 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0013631412656812552 0.00077111319786400277 0.00070351090036505255 0.00070043072238369696 0.0010423326540433273 0.00049979765313598362 0.0011612195268745336 0.00050148876927679409 0.0013325279749645414 0.00067362511816112147 0.00076622404458757531 0.00081457397183116412 0.00073097304545044386 0.00010734496598612833 0.00083252851315411948 0.0010920741383801974 0.001083582213348274 0.00050706802189765335 0.00061670608989381837 0.00098951138657142677 0.0011499341676059305 0.0010142793049963896 0.0010939881258219058 0.00048457751716170005 0.00032675323428825275 0.00028136530204090861 0.0010987576550128412 0.00074454535191911721 0.00090093286285706446 0.00091073231030535957 0.00082834107570009291
leaf_weight=21 24 44 48 34 96 52 45 76 61 41 21 23 24 29 96 272 38 59 26 941 165 516 37 73 21 130 21 32 31 24
leaf_count=21 24 44 48 34 96 52 45 76 61 41 21 23 24 29 96 272 38 59 26 941 165 516 37 73 21 130 21 32 31 24
internal_value=0 0.000640367 0.000860714 0.00108971 0.000526077 0.00110127 0.000441072 0.00112574 0.000805584 0.00100288 0.00111698 0.00104004 0.00037532 0.000631221 0.00100383 0.0010643 0.000672671 0.000721453 0.00080974 0.00113343 0.00102576 0.00113012 0.000606471 0.00040917 0.000460592 0.00100683 0.000966056 0.00105968 0.00104781 0.000990668
internal_weight=0 691 236 2430 455 2335 288 1870 95 465 1794 316 214 74 151 293 167 129 70 1478 424 1457 85 190 117 372 210 162 127 189
internal_count=3121 691 236 2430 455 2335 288 1870 95 465 1794 316 214 74 151 293 167 129 70 1478 424 1457 85 190 117 372 210 162 127 189
is_linear=0
shrinkage=0.00196078


Tree=5968
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 1 15 11 47 3 47 1 4 12 1 1209 12 123 16 2 52 43 47 3 12 159 4 0
split_gain=26.2751 3.29485 2.91013 2.40768 1.82563 1.5467 1.22698 0.846468 0.745543 0.741038 0.717037 0.552082 0.669381 0.636739 0.534025 0.472017 0.371581 0.340447 0.212535 0.212031 0.27081 0.448398 0.316451 0.208962 0.201723 0.230497 0.190392 0.181368 0.176622 0.176496
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.14122000000000004 0.088105000000000003 0.092845000000000025 0.024640000000000006 1.0000000180025095e-35 0.13082500000000002 -0.076514999999999986 0.077555000000000013 0.093575000000000019 0.40473500000000007 0.051320000000000005 0.16175000000000003 0.086895000000000014 0.092550000000000007 0.11135500000000001 -0.39185999999999993 0.14838000000000004 -0.066844999999999988 0.016310000000000002 0.090100000000000013 1.0000000180025095e-35 0.083785000000000012 0.082585000000000006 -0.036839999999999991 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 6 5 8 24 -4 11 23 16 15 13 27 -8 -1 19 18 -17 20 -5 22 -22 26 25 -3 -10 -13 -2 -14
right_child=1 3 7 10 -6 -7 14 -9 9 -11 -12 12 29 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075559041912064834 0.0011104346691876992 0.00042820420491149999 0.00092854742787454607 0.00030771170993857316 0.00061983038194493784 0.00064095661185756649 0.00092834040681480086 0.00056531900361330345 0.0011564777758487589 0.0012604530009944872 0.00062953752466620328 0.00089528326370033953 0.0012133676675063765 0.00065143491531711669 0.00059766369698639613 0.0010538755334212205 0.00010858754354840877 0.0007827969408836686 0.00097810828946378486 0.00018310857080288377 0.00038025843713319663 0.00026440715837274111 0.00068385449331641117 0.00099583058467477351 0.00068949187200140411 0.00058092852456289787 0.001053996852806107 0.0010165469208447851 0.00088034837497977855 0.0010243312259405558
leaf_weight=25 29 75 37 103 45 41 57 74 77 68 34 213 27 38 28 596 27 21 187 25 22 30 33 222 27 77 735 61 23 64
leaf_count=25 29 75 37 103 45 41 57 74 77 68 34 213 27 38 28 596 27 21 187 25 22 30 33 222 27 77 735 61 23 64
internal_value=0 0.000537351 0.000996841 0.000491796 0.00101108 0.00101849 0.000625428 0.000686395 0.00102513 0.00106218 0.000363041 0.000991982 0.00093245 0.000889292 0.000819412 0.00102092 0.000325287 0.00102917 0.00103578 0.000352756 0.000375316 0.000457236 0.000562416 0.00104914 0.000533313 0.000505571 0.00106371 0.00092228 0.00100867 0.00108042
internal_weight=0 590 2531 538 2420 2375 264 111 2334 1102 274 1232 403 312 85 829 240 804 783 213 188 85 55 1034 179 152 812 274 52 91
internal_count=3121 590 2531 538 2420 2375 264 111 2334 1102 274 1232 403 312 85 829 240 804 783 213 188 85 55 1034 179 152 812 274 52 91
is_linear=0
shrinkage=0.00196078


Tree=5969
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 2 2 4 4 52 1 14 14 16 47 157 0 15 10 16 43 2 16 3 4
split_gain=32.5945 4.08358 3.55537 2.4218 1.97745 1.44493 1.33466 1.25613 1.12774 0.766056 0.755729 0.680961 0.727456 0.665858 0.523623 0.532871 0.507887 0.410185 0.400492 0.379395 0.346659 0.34403 0.329912 0.371769 0.313992 0.275428 0.587955 0.273043 0.277063 0.266254
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.12958500000000003 0.090285000000000018 -0.16363499999999997 0.40124500000000002 0.13501500000000002 0.11389000000000002 0.14753000000000002 0.27834500000000006 0.033845000000000007 1.0000000180025095e-35 0.096860000000000016 0.076175000000000007 0.062655000000000016 -0.040964999999999994 0.077555000000000013 -0.080299999999999996 -0.13027499999999997 -0.41942499999999994 -0.38124499999999995 -0.039889999999999988 -0.04890499999999999 0.11177500000000001 -0.073404999999999984 -0.14186499999999996 -0.041644999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 11 16 -6 29 13 17 12 -3 27 15 -9 21 19 -7 20 -1 -4 -13 -24 -22 -2 -27 -8 -29 -5
right_child=1 5 6 8 7 18 9 14 -10 -11 -12 22 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00079839206177611079 0.00051754417215329996 0.00065264825011087247 0.00095281507248382209 0.0012727902800429101 0.0011407608193434319 0.00055303526160967013 0.0011612766028132313 0.00087292303623929309 0.00062893206824153711 0.00080023651013317188 0.00071493077591277556 0.00037807529716862035 0.00035546973225743928 0.00097301249383680585 0.00098621874251660232 0.00058330760170730099 0.0013817173917122813 0.0013424879726879099 0.00091511653310138422 0.0012520227114217874 0.00096481894847287347 0.0011769284708021193 0.00029973976372503768 -2.9229479633188212e-05 0.0011498823523258051 0.00095688167049710546 0.00059588747548891671 0.0011989354465884155 0.0010662421654495332 0.0010166639562421529
leaf_weight=23 77 44 27 20 31 23 300 33 29 36 23 32 113 152 22 94 46 22 24 33 70 1068 25 28 71 22 82 71 409 71
leaf_count=23 77 44 27 20 31 23 300 33 29 36 23 32 113 152 22 94 46 22 24 33 70 1068 25 28 71 22 82 71 409 71
internal_value=0 0.000589803 0.00110157 0.000749645 0.000937286 0.000423324 0.00113445 0.000781654 0.00096565 0.0010809 0.00105304 0.000362223 0.000438755 0.00109174 0.000706941 0.000658562 0.00117988 0.00108855 0.000737928 0.0010602 0.0010216 0.0011714 0.000220864 0.000125945 0.00105801 0.000606437 0.000672252 0.00111487 0.00108587 0.00107296
internal_weight=0 590 2531 301 422 289 2109 180 120 968 242 242 157 932 149 127 1141 219 47 197 164 1095 85 53 141 181 104 780 480 91
internal_count=3121 590 2531 301 422 289 2109 180 120 968 242 242 157 932 149 127 1141 219 47 197 164 1095 85 53 141 181 104 780 480 91
is_linear=0
shrinkage=0.00196078


Tree=5970
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 4 43 4 2 4 3 1 0 12 4 42 0 16 2 50 3 47 15 157 157 40 15 150 2 16
split_gain=40.7375 6.79034 4.12544 2.982 2.58268 1.29657 1.25398 1.23165 1.22262 1.44456 0.884648 0.742724 0.708995 0.678904 0.567703 0.566228 0.50381 0.479323 0.444717 0.37161 0.363556 0.342294 0.332022 0.314512 0.312719 0.289106 0.427841 0.280221 0.275374 0.276728
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.065819999999999976 0.088725000000000012 0.042705000000000007 -0.04890499999999999 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.11658 1.0000000180025095e-35 -0.079119999999999982 0.051320000000000005 0.27287000000000006 0.11688500000000002 -0.14226499999999997 -0.10850999999999998 0.085855000000000015 0.086295000000000011 -0.14847999999999997 0.090100000000000013 -0.41942499999999994 -0.0048549999999999991 -0.0041249999999999993 -1.0000000180025095e-35 -0.033689999999999991 0.085455000000000017 0.12595500000000001 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 12 11 -6 9 25 18 15 16 -14 17 -5 -1 -7 -8 22 24 -3 -10 -20 -15 -4 -27 28 29 -25
right_child=1 2 8 6 7 14 10 -9 19 -11 -12 -13 13 20 -16 -17 -18 -19 23 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0014548030378771762 0.001230943026018551 0.00059042085618386461 0.00057432916733661499 0.0011938137006637208 0.001140707957994803 0.0012122933838730199 0.0012941444625262342 0.00066685347653487148 0.00034931697063565422 0.00037150494140534293 0.00084572812394307251 0.00076110468577967379 0.00090185403823852541 0.0015035464357929071 0.00080051823548547038 0.00084111300851005355 0.0012705594008573877 0.0010127577055051753 0.001260147650255447 0.00048430661327220537 0.0011898939743808193 0.00080668278574164392 0.00010501956719898497 0.0011949753622368358 0.0012288937614623617 0.0010516627892559649 0.00065541251374943153 0.00091000432708586735 0.00090252746115712559 0.00097580748591937264
leaf_weight=60 71 191 24 42 71 108 75 30 35 99 38 68 29 28 23 30 1165 81 49 22 431 33 55 106 37 20 22 30 20 28
leaf_count=60 71 191 24 42 71 108 75 30 35 99 38 68 29 28 23 30 1165 81 49 22 431 33 55 106 37 20 22 30 20 28
internal_value=0 0.000657438 0.000589799 0.00120214 0.000739652 0.0012362 0.00106464 0.000999959 0.000413979 0.000521304 0.001128 0.000908062 0.00125375 0.00119346 0.00109138 0.00104686 0.00127958 0.00112678 0.00116282 0.000255865 0.00121051 0.000622281 0.000200024 0.00112055 0.00134721 0.000746004 0.000844103 0.00108337 0.00111715 0.00114918
internal_weight=0 673 602 2448 325 1962 486 101 277 165 346 140 1750 525 212 72 1225 189 308 112 496 224 90 233 65 66 42 184 154 134
internal_count=3121 673 602 2448 325 1962 486 101 277 165 346 140 1750 525 212 72 1225 189 308 112 496 224 90 233 65 66 42 184 154 134
is_linear=0
shrinkage=0.00196078


Tree=5971
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 4 14 1 48 52 1 3 0 40 50 1 0 11 1 43 15 49 1 475 48 52
split_gain=39.314 6.64464 3.0289 2.85834 2.37024 2.04982 1.702 1.43352 1.16132 0.997202 0.956461 0.715214 0.56677 0.526322 0.516425 0.758024 0.515777 0.494792 0.418371 0.396883 0.354431 0.474336 0.348573 0.329486 0.316657 0.309479 0.288787 0.261393 0.237569 0.23029
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.064054999999999987 0.062655000000000016 0.092845000000000025 -0.015314999999999997 -0.53964499999999982 0.085345000000000018 -0.11171999999999999 -0.15931499999999996 -0.077714999999999992 0.041865000000000006 0.12408500000000001 0.18019500000000002 1.0000000180025095e-35 0.090840000000000018 -0.00045499999999999995 -0.089964999999999976 -0.017229999999999999 0.14699000000000004 -0.088274999999999978 0.10096000000000001 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 17 -8 12 -9 14 -4 -7 -2 27 -16 -17 -3 24 -11 21 28 -23 -5 26 -15 -6 -1 -14 -29
right_child=1 4 11 23 18 8 7 9 -10 19 -12 -13 20 25 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011004226503808514 0.0013107257659557274 0.00054436167043086722 0.0010828560351472589 0.00052283855367143495 0.00042813822122601168 0.00090655431986841209 0.0010793594701479876 0.00098958340909133767 0.00084802833586639049 0.00064633353554717553 0.0015035609602174151 0.00073623326126169531 0.0011749378994983784 0.00083504713946530801 0.00082817079901110883 0.00096975925214150369 0.0012357980442570873 0.00026257990412048847 0.00050897791470382731 0.00043692277892250653 0.00091541029512882228 0.0015282320171492992 0.0012391760553909681 0.00077211830406000972 2.8181252469136383e-05 0.0011039618692496335 0.00016471242257359658 0.0012910339791053678 0.0010465024972567409 0.0010880531155489346
leaf_weight=30 41 46 37 36 32 32 34 28 48 134 62 60 600 21 20 30 424 50 26 47 20 23 53 47 23 76 32 926 61 22
leaf_count=30 41 46 37 36 32 32 34 28 48 134 62 60 600 21 20 30 424 50 26 47 20 23 53 47 23 76 32 926 61 22
internal_value=0 0.0006729 0.001208 0.000951532 0.000536666 0.00122201 0.000618644 0.00070597 0.00114414 0.000645227 0.00126506 0.00086845 0.00116216 0.00112447 0.00125488 0.00120176 0.00121822 0.0003976 0.000290733 0.000591956 0.00117296 0.00117995 0.00132665 0.000663997 0.00022551 0.00104574 0.000296425 0.00128062 0.00116309 0.00128632
internal_weight=0 673 2448 221 452 2351 339 243 837 209 1514 97 789 138 1452 474 454 96 113 181 757 737 76 83 87 97 64 978 661 948
internal_count=3121 673 2448 221 452 2351 339 243 837 209 1514 97 789 138 1452 474 454 96 113 181 757 737 76 83 87 97 64 978 661 948
is_linear=0
shrinkage=0.00196078


Tree=5972
num_leaves=31
num_cat=0
split_feature=1 52 12 3 15 1 47 50 13 12 4 0 4 42 48 150 15 0 156 15 2 131 16 4 15 52 2 0 42 43
split_gain=1.78195 0.275463 0.200952 0.192057 0.136872 0.147219 0.12726 0.146158 0.113025 0.107417 0.0911907 0.0909813 0.100206 0.0904212 0.102915 0.106271 0.086646 0.0854712 0.0847414 0.0807839 0.0742334 0.0703029 0.0658119 0.0656558 0.178054 0.0647579 0.0704774 0.0618509 0.06042 0.0595285
threshold=0.10752500000000002 -0.42635499999999998 0.051320000000000005 0.31534000000000006 0.040760000000000005 0.08864000000000001 0.078345000000000012 0.10883000000000001 -0.47860499999999995 0.090285000000000018 0.033845000000000007 -0.047369999999999995 0.0049200000000000008 0.10755000000000002 -0.068459999999999979 0.10375000000000002 -0.14601999999999996 -0.092404999999999973 0.10499000000000001 0.13592500000000005 1.0000000180025095e-35 0.090175000000000019 -0.066924999999999985 -0.064054999999999987 -0.03241999999999999 0.08257500000000001 0.10402500000000002 -0.067094999999999988 -0.069529999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 6 5 16 7 13 -5 -4 17 12 -8 14 -3 18 -1 28 -16 22 -14 -2 -19 -18 -25 26 27 -7 -11 -28
right_child=1 3 9 8 -6 25 11 -9 -10 10 -12 -13 20 -15 15 -17 23 19 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.018621074916286905 0.018662903813475913 0.013080480907644547 0.014260482928827574 0.0049462995127622228 0.016629708327707791 0.011136630561668427 0.017611324079334738 0.013200046830544515 -0.0023842617128552361 0.02142328480491415 0.010732907164373508 0.0040337704565553438 0.012853139305952938 0.0015126040712412862 0.0040517838129321615 0.01077361019819768 0.014445004629001754 0.014222348533093968 0.010077770073311749 0.0068742402346591309 0.0069008663360198789 0.010755799670195026 0.012298397941034416 0.012777491243939629 0.0025991286839479985 0.014067351365728037 0.0012209409861714535 0.0060272379016334358 0.014632852184341141 0.0076250435170182526
leaf_weight=22 22 21 1141 58 42 84 20 28 33 20 171 21 40 45 172 36 61 324 27 21 44 23 394 68 23 21 21 33 38 47
leaf_count=22 22 21 1141 58 42 84 20 28 33 20 171 21 40 45 172 36 61 324 27 21 44 23 394 68 23 21 21 33 38 47
internal_value=0 0.00710184 0.0132046 0.00648095 0.0112126 0.0106139 0.0073214 0.00628941 0.00228796 0.0136031 0.0128283 0.0100376 0.0112499 0.00564656 0.00637323 0.00577386 0.0127555 0.0132779 0.00486938 0.0129878 0.00973528 0.0146215 0.0131666 0.0119065 0.0102049 0.00880489 0.00820753 0.00969552 0.0169744 0.00564731
internal_weight=0 590 2531 545 422 380 454 329 91 2109 968 125 104 301 256 235 174 797 199 739 84 45 718 152 91 206 185 117 58 68
internal_count=3121 590 2531 545 422 380 454 329 91 2109 968 125 104 301 256 235 174 797 199 739 84 45 718 152 91 206 185 117 58 68
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 2 4 1 1 1 52 1 1 1 2 1 40 52 50 52 2 16 49 3
split_gain=34.0142 5.55276 2.77794 2.6727 1.92114 1.73012 1.26717 1.04369 1.00814 0.953482 0.792038 0.762219 0.471429 0.449963 0.365669 0.359806 0.311924 0.287621 0.269875 0.253353 0.37845 0.246243 0.2327 0.209221 0.208885 0.197991 0.188777 0.16948 0.165863 0.155845
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.15289999999999995 0.122715 0.16175000000000003 0.090540000000000023 -0.56176499999999996 0.13075500000000004 0.13265500000000002 0.089770000000000016 0.10613000000000002 0.12958500000000003 -0.077714999999999992 -0.53964499999999982 0.041865000000000006 -0.16675999999999999 0.098630000000000009 -0.016164999999999995 -0.053364999999999996 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 22 9 21 11 -4 15 -10 23 24 -1 -13 -5 -14 26 27 -8 -3 -2 -6 -11 -18 -21 -12 -28
right_child=1 4 10 17 14 -7 8 -9 12 25 28 16 18 -15 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0041941041422371445 0.0042127575787672409 0.003491660853481049 0.0040481244885247738 0.0036778233292835208 0.0032792045483941586 0.0037770982758671629 0.0039950008623327767 0.0037464618488074904 0.0038729559907726215 0.0041906616500779698 0.0037696950507136503 0.0042628638572942195 0.0035862136875169032 0.0038270911789972124 0.0030504423029282515 0.004110959255490221 0.0041330712259086333 0.0034238438882858925 0.0033571483838893568 0.0037777104888386676 0.0042055678016999186 0.0037208090693342916 0.0032984196625503838 0.0040381458096865564 0.0034901050960316378 0.0044137570401302463 0.0039274882127516668 0.0040145434473965571 0.0035678416027097462 0.0040830373334074755
leaf_weight=1092 41 46 34 60 65 48 34 24 20 20 34 45 141 29 21 245 419 24 23 26 20 20 50 74 25 65 27 21 29 299
leaf_count=1092 41 46 34 60 65 48 34 24 20 20 34 45 141 29 21 245 419 24 23 26 20 20 50 74 25 65 27 21 29 299
internal_value=0 0.00363439 0.00413212 0.00388322 0.00350691 0.00414554 0.00358118 0.00415322 0.00365788 0.0041575 0.00380694 0.00414961 0.00358875 0.00404536 0.00328343 0.00417887 0.00410396 0.00360526 0.00355409 0.00409515 0.00397966 0.00389345 0.00339101 0.0041004 0.00333779 0.00436126 0.00410554 0.00388353 0.00367678 0.00407015
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 144 111 1337 857 84 164 812 67 54 96 115 90 85 745 47 63 326
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 144 111 1337 857 84 164 812 67 54 96 115 90 85 745 47 63 326
is_linear=0
shrinkage=0.00196078


Tree=5974
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 2 1 1 2 48 14 0 49 2 3 42 150 15 159 0 4 1 47 10 457 15 52 475
split_gain=23.1216 3.82372 2.02693 1.67145 1.29757 1.15358 0.737183 0.671233 0.601643 0.511672 0.5079 0.440094 0.366241 0.345712 0.323928 0.311565 0.29692 0.27814 0.272294 0.271283 0.26992 0.22691 0.281507 0.252805 0.226509 0.203812 0.196223 0.271587 0.192849 0.199522
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.086920000000000011 0.14753000000000002 -0.015314999999999997 0.062655000000000016 -0.097024999999999986 -0.054984999999999992 -1.0000000180025095e-35 0.30112000000000005 0.099210000000000007 0.084120000000000014 -0.41942499999999994 0.08154500000000002 0.18019500000000002 -0.073934999999999987 0.093100000000000002 0.10350500000000001 -0.38124499999999995 0.096470000000000014 -0.074054999999999996 0.26521500000000003 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 20 9 10 11 -4 12 15 -7 28 18 -2 -6 17 -17 -11 -12 26 22 -13 -24 -16 -21 27 -3 29 -1
right_child=1 4 8 -5 6 7 -8 -9 -10 13 19 21 -14 -15 24 16 -18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089463758206551655 0.00069404885666889528 0.00061298024165567274 0.00090189631381795156 0.00055931863974150267 0.00031145774952815347 0.00071493047825212964 0.00064479231254000726 0.00070811490820465138 0.00058398306354563799 0.00093112359006030884 0.00036460189377049022 0.0010320711898387271 0.0012029159302804984 0.00099050476920070889 0.0010240618709691756 0.00063982830785424508 0.00030674324609721319 0.00037177223728807003 0.00066337634770410848 0.00027105281834521563 0.00046930501173965313 0.00075160582348996515 0.00095105710363479806 0.00076252396663674805 0.00085340211074596401 2.1945519623260538e-05 0.00048588954523179193 0.00082647150021233071 0.00091997135854234881 0.0010495924025381877
leaf_weight=33 23 63 37 84 69 30 37 48 60 40 32 172 55 370 67 46 26 22 23 23 41 20 479 29 54 28 22 36 50 1002
leaf_count=33 23 63 37 84 69 30 37 48 60 40 32 172 55 370 67 46 26 22 23 23 41 20 479 29 54 28 22 36 50 1002
internal_value=0 0.000572651 0.000983018 0.00077913 0.000466859 0.000994478 0.00038675 0.000932719 0.000705249 0.00102502 0.000347939 0.000947487 0.00104682 0.000967643 0.000907354 0.000411515 0.000484962 0.000553104 0.000833375 0.000223084 0.000606801 0.000957454 0.000963509 0.000940294 0.0009479 0.000134288 0.000653391 0.000690613 0.00103891 0.00104465
internal_weight=0 673 2448 228 445 2351 283 778 97 1573 246 730 1140 433 144 163 94 68 63 83 162 700 680 508 121 51 121 99 1085 1035
internal_count=3121 673 2448 228 445 2351 283 778 97 1573 246 730 1140 433 144 163 94 68 63 83 162 700 680 508 121 51 121 99 1085 1035
is_linear=0
shrinkage=0.00196078


Tree=5975
num_leaves=31
num_cat=0
split_feature=1 2 15 457 12 11 1 2 151 12 160 41 2 4 15 0 1 484 2 15 15 2 50 2 39 3 43 11 15 52
split_gain=1.79698 0.270277 0.251738 0.205873 0.20162 0.185475 0.135937 0.11174 0.110182 0.106491 0.0960747 0.0960684 0.0947247 0.0895754 0.0868863 0.114068 0.195001 0.0880628 0.0838816 0.0893674 0.0801486 0.0765475 0.0745711 0.0659845 0.0739094 0.0579248 0.148929 0.0573072 0.0869961 0.117217
threshold=0.10752500000000002 0.12043500000000001 -0.41942499999999994 0.079590000000000008 0.051320000000000005 0.084110000000000004 0.10124500000000002 0.11362000000000001 0.050660000000000004 0.095330000000000012 -0.077849999999999989 0.083035000000000012 -1.0000000180025095e-35 -0.15764999999999998 -0.41942499999999994 -0.10474999999999998 0.13869000000000004 0.090535000000000018 0.073895000000000002 -0.077844999999999984 -0.026084999999999994 0.10803500000000001 0.12743000000000002 0.093320000000000014 0.082325000000000023 0.095270000000000007 -0.083134999999999987 1.0000000180025095e-35 0.040760000000000005 -0.0080349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 6 12 7 8 18 27 -2 13 -4 -3 17 20 -17 -15 19 -1 -16 -14 -11 -20 -25 26 -8 -6 29 -29
right_child=1 11 3 -5 9 -7 25 -9 -10 22 -12 -13 21 14 15 16 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.016623718048567358 0.010987841798406509 0.012302445152846094 0.0084294320549815893 0.0048549295385153252 0.016590916990445938 0.02237409693002701 0.012434862381113429 0.0091920709612050792 0.0083333165757358083 0.015429365088055503 0.0042405751661634917 0.013992028795182705 0.015605671676353385 0.010949925743948876 0.010468932114369972 0.006023352632710581 -0.0047000901274649167 0.0036697626240008198 0.018514142065996247 0.0079006551920125893 0.0026480622403323652 0.010863317467737943 0.010590438952546239 0.016888290500411622 0.011510055553854297 0.013539552982323445 0.0016174803767353297 0.019688297514803707 0.022271756823782043 0.010462147263543947
leaf_weight=23 36 26 34 26 1465 25 35 31 20 503 51 20 117 54 38 43 28 24 114 24 20 48 34 78 38 39 20 40 46 21
leaf_count=23 36 26 34 26 1465 25 35 31 20 503 51 20 117 54 38 43 28 24 114 24 20 48 34 78 38 39 20 40 46 21
internal_value=0 0.00981114 0.0116656 0.0132779 0.0159395 0.0142556 0.0139443 0.0149051 0.0155014 0.0163388 0.00703255 0.00734094 0.0132357 0.00677003 0.00607513 0.00448203 0.00179439 0.00870988 0.0160189 0.0121694 0.00777208 0.0142261 0.015123 0.0168056 0.0151265 0.0105916 0.00850127 0.0167541 0.0189882 0.0165121
internal_weight=0 590 337 250 2531 224 422 328 297 2109 87 253 199 233 207 129 71 78 277 47 58 165 537 230 116 94 55 1572 107 61
internal_count=3121 590 337 250 2531 224 422 328 297 2109 87 253 199 233 207 129 71 78 277 47 58 165 537 230 116 94 55 1572 107 61
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 124 16 4 4 52 49 50 40 1 2 49 4 16 49 2 0 123 159 15 1
split_gain=23.17 3.78647 1.70494 1.67916 1.24035 1.18399 0.861668 0.681861 0.653066 0.559752 0.486804 0.465349 0.415797 0.357199 0.314765 0.306116 0.277057 0.275495 0.264186 0.396717 0.243758 0.231281 0.28687 0.243787 0.226299 0.216701 0.184999 0.180555 0.179782 0.21492
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.14285500000000004 -1.0000000180025095e-35 0.13501500000000002 0.10613000000000002 0.062655000000000016 -0.080389999999999989 -0.52595999999999987 0.24564500000000003 -0.15289999999999995 -0.53964499999999982 -0.054984999999999992 0.041865000000000006 -0.078554999999999986 0.086920000000000011 0.089125000000000024 -0.08130999999999998 -0.013125 -0.45661999999999997 -0.009244999999999998 0.11411 0.14486500000000005 0.09394000000000001 0.030370000000000005 -0.089964999999999976 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 6 17 11 -8 12 20 -6 18 -10 -2 -16 28 -3 -1 -20 -4 25 -23 -24 -5 27 -15 -13 29 -7
right_child=1 5 10 24 7 16 8 -9 13 -11 -12 21 -14 26 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010245565791355599 0.0010451008548353459 0.00047385026512095351 0.00078324202790878831 0.00068750545869465738 0.00064351742758470421 0.00040055793342030335 0.000771688788685577 0.00068623010956323123 0.00077383948015231712 0.0011853606844482636 0.00093990750506478527 0.00097745042807467286 0.00074457763094782118 0.00052287717594087389 0.00063073377496276797 0.00089605666664956801 0.00046221455741746751 0.00026336040790738829 0.00098281152251289677 0.00072817034055204955 0.00054274317228761478 0.00106570378556821 0.00066309595809263338 0.00089085964315890323 0.00047510629053144416 0.0008228995542146222 0.00033322282346681664 0.0011367766522365911 7.8312944311236904e-05 0.00017148025377251792
leaf_weight=1232 41 45 26 30 21 31 54 48 20 70 28 232 23 141 21 82 26 51 398 25 43 33 20 187 54 31 23 31 22 32
leaf_count=1232 41 45 26 30 21 31 54 48 20 70 28 232 23 141 21 82 26 51 398 25 43 33 20 187 54 31 23 31 22 32
internal_value=0 0.000565809 0.000976605 0.000771281 0.000987116 0.000460534 0.00051884 0.000910435 0.000582092 0.00101357 0.000721852 0.000929826 0.0010064 0.000526449 0.0008998 0.000841962 0.000285091 0.000362028 0.00101004 0.000967762 0.000633366 0.000941085 0.00089592 0.000868853 0.000550963 0.000977954 0.000496279 0.00099623 0.000230912 0.000284201
internal_weight=0 673 2448 228 2351 445 334 603 238 1748 97 555 1678 184 144 103 111 96 1655 423 69 534 240 207 84 294 164 263 85 63
internal_count=3121 673 2448 228 2351 445 334 603 238 1748 97 555 1678 184 144 103 111 96 1655 423 69 534 240 207 84 294 164 263 85 63
is_linear=0
shrinkage=0.00196078


Tree=5977
num_leaves=31
num_cat=0
split_feature=1 4 4 3 3 157 12 159 1375 49 1 49 2 0 3 0 3 2 13 0 49 0 12 3 0 4 13 4 1429 479
split_gain=1.60662 0.245684 0.181633 0.155665 0.149544 0.143215 0.118699 0.117003 0.105544 0.104545 0.09437 0.0921779 0.0925629 0.114537 0.0649672 0.0901333 0.0683238 0.0657151 0.0624295 0.0612753 0.0592458 0.0582629 0.0622272 0.0573549 0.123002 0.0788135 0.0715421 0.0616648 0.0563993 0.0550575
threshold=0.10752500000000002 0.27287000000000006 0.27834500000000006 -0.069009999999999974 -0.07359499999999998 -0.07797999999999998 1.0000000180025095e-35 0.082585000000000006 -0.092319999999999985 0.14321000000000003 0.13075500000000004 0.14705000000000004 -0.0091949999999999983 -0.070154999999999981 0.10732000000000001 -0.019414999999999998 -0.0037349999999999996 0.085730000000000015 -0.0025349999999999995 0.024095000000000002 -1.0000000180025095e-35 -0.036484999999999997 -0.12529499999999996 -0.14186499999999996 -0.13027499999999997 -0.14098499999999997 0.030370000000000005 0.0052350000000000009 -0.047929999999999993 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 6 -5 -1 9 -6 18 20 12 13 -10 16 -16 -14 -18 -7 21 -3 22 -12 26 -25 -26 -8 29 -2 -27
right_child=1 10 -4 5 8 7 23 -9 11 -11 19 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0095867039466446102 0.019005844138917469 0.0052165216446155684 0.0094533289719562416 0.0017390528693795205 0.0066076454636640851 0.011293192426788844 0.0201015766349531 0.0064117637015162756 0.014930177852511406 0.0053116251528263093 0.0094272546090737545 0.0080379218794405464 0.014095772224076875 0.004485896416008473 0.0069192086306866258 0.015805935540369579 0.019826081291668948 0.015355083237203663 0.016054086410440507 0.00089609953753936765 0.01015415650211496 0.01117853364907205 0.003857250688806511 0.0080336081731895159 0.0104843277282392 0.015971866487012206 0.015786207046839272 0.013937626898974565 0.013151123040159675 0.011326638713049201
leaf_weight=33 21 32 59 21 20 71 62 52 21 20 27 25 345 21 25 21 45 122 45 26 101 20 78 22 30 1369 101 184 76 26
leaf_count=33 21 32 59 21 20 71 62 52 21 20 27 25 345 21 25 21 45 122 45 26 101 20 78 22 30 1369 101 184 76 26
internal_value=0 0.00914202 0.0149367 0.0111079 0.0150676 0.00957136 0.0155297 0.0104462 0.0137586 0.0119888 0.00702384 0.0139874 0.0142353 0.00970804 0.0145761 0.0109762 0.0148995 0.0165598 0.0131401 0.00531305 0.00896615 0.00623178 0.00528954 0.0156391 0.0154603 0.0155619 0.0174276 0.0156583 0.0144186 0.0158853
internal_weight=0 590 2531 306 2472 209 1827 188 645 136 284 625 600 42 558 46 512 167 116 151 133 125 105 1794 1631 1609 163 1579 97 1395
internal_count=3121 590 2531 306 2472 209 1827 188 645 136 284 625 600 42 558 46 512 167 116 151 133 125 105 1794 1631 1609 163 1579 97 1395
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 4 1 52 52 1 49 457 43 1 1 14 40 1 13 4 43 159 11
split_gain=30.2777 4.8665 2.27245 2.25979 1.86673 1.52144 1.22641 1.00943 0.88252 0.84711 0.76321 0.614722 0.502131 0.390848 0.353143 0.350861 0.350127 0.323407 0.294338 0.499837 0.269317 0.247882 0.236085 0.235315 0.222192 0.207793 0.267385 0.231742 0.20684 0.237616
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 -1.0000000180025095e-35 0.40124500000000002 0.089885000000000007 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.15289999999999995 0.090540000000000023 -0.53964499999999982 -0.56176499999999996 0.16175000000000003 -0.054984999999999992 0.080930000000000016 -0.016814999999999997 0.13265500000000002 0.12958500000000003 0.062655000000000016 -0.077714999999999992 0.11910500000000002 -0.15416999999999995 0.0052350000000000009 0.066275000000000014 0.082585000000000006 0.081790000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 23 8 11 21 -4 13 -11 -1 -2 -10 -7 -16 22 -20 -14 -8 25 -3 -5 -17 27 28 29 -27
right_child=1 5 10 24 -6 16 9 -9 15 12 -12 -13 20 -15 17 18 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012811822613180411 0.001285274173585152 0.00061021487082482553 0.00116157741763875 0.00081616751181368141 0.00084835941571547509 0.0004843053700552527 0.0010893697866519018 0.00083902179586147168 0.001363411143194876 0.0010014888074468165 0.0007970517868198712 0.0014698153240968318 0.00070449407222149621 0.0011945250193301847 0.00085299526603003725 0.0010007190247483006 0.00020313258104575892 0.0011257088834901764 0.0012246178014605653 0.00081937835649744924 0.00047566540926720276 0.00081426731949927754 0.0013821517252454571 0.00041589078767334715 0.00061303282726139503 0.0012326576803196371 0.0011397092789534827 0.0011180872832995971 0.0013541085680646651 0.001013109239877439
leaf_weight=1092 41 46 34 47 48 90 34 24 45 20 63 59 141 245 21 22 21 82 25 22 23 20 25 50 37 362 237 74 51 20
leaf_count=1092 41 46 34 47 48 90 34 24 45 20 63 59 141 245 21 22 21 82 25 22 23 20 25 50 37 362 237 74 51 20
internal_value=0 0.000749338 0.00121893 0.000982278 0.00123107 0.00062999 0.000696084 0.00123905 0.00124326 0.000771545 0.000924824 0.00127395 0.000708173 0.0012653 0.00113137 0.00119474 0.000431111 0.00107011 0.00118569 0.00103493 0.000672402 0.00098748 0.00119464 0.000509004 0.000726692 0.00118852 0.00119408 0.00121949 0.00123682 0.00122116
internal_weight=0 673 2448 228 2351 445 334 2303 2279 238 97 1396 184 1337 144 883 111 103 838 47 164 54 791 96 84 766 744 507 433 382
internal_count=3121 673 2448 228 2351 445 334 2303 2279 238 97 1396 184 1337 144 883 111 103 838 47 164 54 791 96 84 766 744 507 433 382
is_linear=0
shrinkage=0.00196078


Tree=5979
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 130 2 150 0 2 2 11 12 41 13 43 1 11 42 1 12 14 39 48 2 1429 160 15 151 2
split_gain=1.47732 0.22673 0.192174 0.196401 0.171193 0.155514 0.126541 0.111962 0.0992834 0.0863469 0.0815321 0.0776923 0.0855727 0.217861 0.0737158 0.0728412 0.0712175 0.0674617 0.0671699 0.0633995 0.0974809 0.0624021 0.0618564 0.0577246 0.0571626 0.0523027 0.131183 0.155856 0.0567684 0.0652266
threshold=0.10752500000000002 0.30112000000000005 0.41257000000000005 0.083785000000000012 0.10045500000000002 -0.076894999999999977 -0.0091949999999999983 1.0000000180025095e-35 -0.13027499999999997 0.11982500000000001 0.15109000000000003 1.0000000180025095e-35 0.085785000000000014 0.077565000000000009 -0.14179999999999995 -1.0000000180025095e-35 0.091535000000000019 0.080320000000000016 0.11839500000000001 0.11551000000000002 -0.42850999999999995 -0.47071999999999997 0.10076500000000001 0.13127500000000003 0.15950500000000004 0.084770000000000012 -0.073679999999999982 -0.0072999999999999992 0.009020000000000002 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 -2 7 16 -6 17 14 25 15 -14 -10 -13 -1 -7 -16 -3 -21 -4 -23 -11 -22 28 27 -27 -8 -30
right_child=1 19 21 -5 8 9 11 -9 10 23 -12 12 13 -15 18 -17 -18 -19 -20 20 24 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.017949963769032844 0.0046391021905709869 0.010068621984682977 0.012209526087035953 0.0043293955160633611 0.0095666799326102406 0.013661652392303976 0.014945171708824931 0.0056430887164814134 0.0076482114766258744 0.0067752792387558471 0.0071930632039549809 0.025127835110539481 0.020915384042180248 0.0076710838500572281 0.014254520769807169 0.016981893526795116 0.0099758144390458877 0.019862331682816148 0.0096116077637656006 0.0083137017695288015 0.0037861299195742987 0.0076953071487933459 0.0031624590804895918 0.013483684995900032 -0.0022979095942624239 0.013486332038883121 0.016664932796772083 0.0032929893583059314 0.01589753653176806 0.0088680204067548563
leaf_weight=21 23 20 23 34 86 143 1665 28 20 29 21 21 27 23 373 23 24 20 34 34 47 132 39 23 23 40 46 24 22 33
leaf_count=21 23 20 23 34 86 143 1665 28 20 29 21 21 27 23 373 23 24 20 34 34 47 132 39 23 23 40 46 24 22 33
internal_value=0 0.00871261 0.00972383 0.0114389 0.0142692 0.0124545 0.0146945 0.0106079 0.0126788 0.0132906 0.0132762 0.0148496 0.0176534 0.014823 0.0135754 0.0208697 0.0136971 0.0144225 0.0138667 0.00491237 0.00392079 0.00731926 0.0066615 0.00974246 0.00178709 0.0147056 0.0125916 0.00966383 0.0148408 0.0116798
internal_weight=0 590 466 272 2531 238 1997 73 534 215 448 1924 94 50 427 44 45 163 407 124 104 194 171 52 70 1830 110 64 1720 55
internal_count=3121 590 466 272 2531 238 1997 73 534 215 448 1924 94 50 427 44 45 163 407 124 104 194 171 52 70 1830 110 64 1720 55
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 1 47 14 2 1 4 0 1447 49 2 0 11 47 4 3 3 49 43 13 159 0 3
split_gain=29.6439 4.80295 2.97567 2.56099 1.7921 1.61632 0.961187 0.850301 0.7713 0.750364 0.623125 0.507776 0.474066 0.426793 0.41005 0.297016 0.279715 0.271441 0.257528 0.286397 0.245334 0.210297 0.20848 0.207454 0.198784 0.192292 0.187098 0.196197 0.180316 0.174426
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.089885000000000007 0.11474000000000002 0.077845000000000011 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.086920000000000011 0.40945500000000007 -0.22491999999999998 -0.082869999999999985 -0.009244999999999998 -0.0091949999999999983 0.18019500000000002 0.077415000000000012 0.090100000000000013 -0.036839999999999991 1.0000000180025095e-35 -0.11171999999999999 0.097940000000000013 -0.080324999999999994 -0.11122999999999998 0.0089800000000000019 -0.026509999999999995 0.20828500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 20 6 10 -6 -5 11 12 13 -1 -4 16 -16 -8 -14 19 23 22 -2 -3 -17 26 -10 -25 -28 -7 -24
right_child=1 2 9 8 7 28 14 -9 25 -11 -12 -13 17 -15 15 18 -18 -19 -20 -21 -22 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.0010240835019526314 0.0010348663446949978 0.00037265542103535616 0.00046189227602607227 0.00091807730287229983 0.0008771256192938074 0.00074324134086489464 0.00056855157602067087 0.00045443172368762733 0.00059835324559559012 0.00055505823104447911 0.0012054154784943267 0.00011506407575639735 0.00077086263758532122 0.00024119786471409654 0.0011002041215040519 0.00079288817568801844 0.00089255910328511984 0.00095886415312904777 0.00070739858875087664 0.001060651858430886 0.00061819148241623622 0.00081157531905797571 0.00056920550006887404 0.00076274343127129122 0.00087043174022545847 0.00037020221790846658 0.00093930614438615624 0.0010445631760946053 0.00050204575488829869 0.00039334929769947415
leaf_weight=931 50 99 48 28 77 22 20 24 49 34 59 79 32 113 40 45 21 382 20 62 33 24 57 20 163 20 427 81 26 35
leaf_count=931 50 99 48 28 77 22 20 24 49 34 59 79 32 113 40 45 21 382 20 62 33 24 57 20 163 20 427 81 26 35
internal_value=0 0.000491173 0.000432952 0.000955829 0.000559847 0.000968711 0.000976133 0.000776684 0.000643603 0.000282439 0.00100819 0.000243818 0.000999536 0.000306995 0.000926073 0.000935227 0.000734507 0.000944333 0.00092716 0.000932668 0.000462077 0.000962448 0.000435104 0.000921887 0.000930287 0.000532223 0.000948766 0.000956089 0.000612594 0.000502304
internal_weight=0 673 599 2448 325 2351 2303 101 97 274 1404 240 1345 161 899 858 41 414 818 798 224 74 191 736 691 69 528 508 48 92
internal_count=3121 673 599 2448 325 2351 2303 101 97 274 1404 240 1345 161 899 858 41 414 818 798 224 74 191 736 691 69 528 508 48 92
is_linear=0
shrinkage=0.00196078


Tree=5981
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 3 4 43 2 1 4 14 1 1 2 13 52 457 43 1 4 159 47 0 48 1 16 16 49 3
split_gain=24.8612 4.07364 1.95565 1.89767 1.4744 1.23434 1.16923 0.872031 0.767879 0.619208 0.505306 0.390985 0.389891 0.375064 0.339493 0.311334 0.311067 0.321184 0.486946 0.28709 0.209307 0.232642 0.205677 0.203169 0.198449 0.188914 0.17775 0.174025 0.158909 0.15543
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.13501500000000002 0.31534000000000006 0.40124500000000002 -0.025214999999999998 0.089885000000000007 0.09253500000000002 -0.16363499999999997 0.062655000000000016 0.122715 0.12656000000000003 0.11362000000000001 -0.47860499999999995 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.087135000000000004 0.04735000000000001 0.082585000000000006 0.090100000000000013 -0.072894999999999988 0.11926500000000002 0.13075500000000004 -0.10850999999999998 -0.40995499999999996 -0.053364999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 6 7 8 13 11 -5 -9 19 -2 -3 22 -7 -10 20 -19 -1 21 -18 -12 -23 27 -4 -22 -16 -11 -21
right_child=1 5 25 9 -6 15 -8 10 16 28 14 -13 -14 -15 24 -17 17 18 -20 29 26 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010626409766790784 0.00097685252823640628 0.00050315361921169125 0.00060796507713354491 0.00094381017715701313 0.00067028935802370012 0.00034743501177275502 0.00058697544713961147 0.00090915444215723109 0.0011355963628536215 0.00070641790242756115 0.00060644441104744796 0.0012068701963085556 0.00072244226912375313 0.0003234326645532834 0.0006004518557106858 0.00010887752330667753 0.00098214239314097038 0.00099799785777634261 0.0005980182664863991 0.0010097161380995129 0.0009751459273701843 0.001224720082641427 0.00084145603080590565 0.0010075829832340336 0.00066844074944265525 0.00040212938154201487 0.00085667466143820171 0.00038710962213268755 0.00050884082087235651 0.000847002309960088
leaf_weight=934 115 98 60 34 48 58 24 20 45 34 41 59 29 82 21 33 527 25 22 379 109 30 22 37 21 24 88 49 29 24
leaf_count=934 115 98 60 34 48 58 24 20 45 34 41 59 29 82 21 33 527 25 22 379 109 30 22 37 21 24 88 49 29 24
internal_value=0 0.000573799 0.000786921 0.000999324 0.00101041 0.000464605 0.0010175 0.000516963 0.00102204 0.000730558 0.000615945 0.00105066 0.000925617 0.000421281 0.000577866 0.000260925 0.000976781 0.000968253 0.000810773 0.00104377 0.00097761 0.000995978 0.000688512 0.00110481 0.000501265 0.000549155 0.000922225 0.000451112 0.00061547 0.00100003
internal_weight=0 673 228 2448 2351 445 2303 354 2279 97 174 1396 144 180 154 91 883 838 47 1337 791 594 63 67 91 84 197 70 63 403
internal_count=3121 673 228 2448 2351 445 2303 354 2279 97 174 1396 144 180 154 91 883 838 47 1337 791 594 63 67 91 84 197 70 63 403
is_linear=0
shrinkage=0.00196078


Tree=5982
num_leaves=31
num_cat=0
split_feature=1 4 2 3 2 157 123 150 2 159 52 52 50 14 52 49 2 1 401 52 160 2 16 16 43 475 1 3 0 49
split_gain=1.5207 0.224799 0.175367 0.142157 0.128659 0.119366 0.107588 0.102311 0.100846 0.097547 0.0958695 0.0904288 0.0814306 0.0783864 0.0732509 0.107685 0.101772 0.0709246 0.076724 0.0688638 0.0653902 0.0866049 0.0809781 0.0779965 0.100802 0.074846 0.0646471 0.0634246 0.0629146 0.132171
threshold=0.10752500000000002 0.27287000000000006 0.095545000000000005 -0.069009999999999974 -0.0091949999999999983 -0.07797999999999998 0.08592000000000001 1.0000000180025095e-35 0.25063000000000007 0.082585000000000006 -0.56176499999999996 0.08709500000000002 0.13435000000000002 0.076975000000000002 0.039215000000000007 -0.023059999999999997 0.13913500000000004 0.11910500000000002 0.085900000000000018 -0.012164999999999999 1.0000000180025095e-35 0.10252500000000002 0.38525000000000004 -1.0000000180025095e-35 -0.05647499999999999 0.05680000000000001 0.091535000000000019 -0.079594999999999985 -0.11173999999999999 0.082865000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 -5 10 26 17 11 -4 19 -13 28 15 -12 -16 -3 -19 -7 22 -22 23 -17 -25 -24 -1 -23 29 -6
right_child=1 8 6 5 13 9 -8 -9 -10 -11 14 12 -14 -15 16 20 -18 18 -20 -21 21 27 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.017482979125565009 0.01347914186747956 0.0094364582204524393 0.017399419919061271 0.0016964414112624667 0.01057497625544151 0.010833311650241095 0.0067719260288868106 0.0057319873910663391 0.00020641186129068958 0.0059618823454142197 0.0078533256385017632 0.002793328619251649 0.011599745228886606 0.018066200335928494 0.014530833521663834 0.012008513595937985 0.0071061044698581101 0.0066044419617304262 3.2728658989071844e-05 0.016545317030977457 0.02013436504032301 0.016278646301863525 0.015269019819989607 0.0020814855238827676 0.010880772825330495 0.008533948384934948 0.0098855727429812152 0.0097724883044476539 0.014797590834497011 0.018317227168329831
leaf_weight=21 97 81 46 21 92 62 29 28 24 52 59 21 21 69 240 80 20 159 20 32 23 29 77 23 30 21 24 31 1560 29
leaf_count=21 97 81 46 21 92 62 29 28 24 52 59 21 21 69 240 80 20 159 20 32 23 29 77 23 30 21 24 31 1560 29
internal_value=0 0.00843484 0.0140725 0.0103153 0.0145912 0.00884695 0.0127368 0.010478 0.00640869 0.00964568 0.0129916 0.0110542 0.00719654 0.0147628 0.0126712 0.0117731 0.0139597 0.00698121 0.00587017 0.0127778 0.0125096 0.0149171 0.0116446 0.0100374 0.00706221 0.0138258 0.013431 0.0129171 0.0146272 0.0124306
internal_weight=0 590 2531 306 1823 209 708 73 284 188 679 136 42 1750 633 373 260 260 179 94 314 83 231 133 53 98 45 60 1681 121
internal_count=3121 590 2531 306 1823 209 708 73 284 188 679 136 42 1750 633 373 260 260 179 94 314 83 231 133 53 98 45 60 1681 121
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 123 2 9 42 15 52 12 3 16 13 2 52 43 3 3 15 12 3 3 4 40 43 374 1 49
split_gain=1.23204 0.299177 0.170194 0.155111 0.117227 0.116508 0.101322 0.127004 0.113833 0.140438 0.0803086 0.0759044 0.0799332 0.0927483 0.0721453 0.0707387 0.0608749 0.058114 0.0565896 0.111564 0.0596532 0.0882528 0.0541111 0.0604221 0.0573384 0.0516276 0.0579717 0.0784651 0.051112 0.0698093
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092120000000000021 0.085290000000000019 0.10855000000000002 -1.0000000180025095e-35 -0.019989999999999997 -0.0088349999999999974 0.056145000000000007 0.10589000000000003 0.13524500000000003 -0.50690499999999983 -0.053889999999999993 0.14122000000000004 -0.063789999999999986 -0.089499999999999982 -0.14186499999999996 -0.10831999999999999 0.040760000000000005 0.089410000000000003 0.090900000000000009 0.0068900000000000012 -0.15289999999999995 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 0.086920000000000011 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 28 6 7 -3 -8 11 -4 12 13 -10 -9 18 -15 -16 20 -20 21 -6 23 -21 -24 26 27 -7 29 -1
right_child=1 2 10 -5 15 25 8 14 9 -11 -12 -13 -14 16 17 -17 -18 -19 19 22 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013851931621137832 0.013508755574520265 0.0049679884800155252 0.0017530239880753969 0.0044458882205865606 0.0095869756158208485 0.0069372079258139888 0.00014130505354842174 0.01440966262529462 0.0083856745093891568 0.0022995888830765207 0.0077868874515843352 0.0047465788133974583 0.0069586450847365505 0.011433422532198687 0.014338170100003482 0.0078465160118733959 0.018805843987502159 0.0088677620732000688 0.0053979432281966401 0.012171632775851496 0.019387244377285243 0.01760888119072964 0.011974275687380749 0.017512652989138257 0.0058017009110362446 0.00078546184580773114 0.01090016156138683 0.00014111894668768284 0.012456411019725271 0.0086101950289538282
leaf_weight=1115 90 35 71 22 32 65 20 59 33 34 32 28 41 21 25 41 24 87 26 569 20 24 34 22 27 20 22 23 433 26
leaf_count=1115 90 35 71 22 32 65 20 59 33 34 32 28 41 21 25 41 24 87 26 569 20 24 34 22 27 20 22 23 433 26
internal_value=0 0.00811027 0.00735111 0.0128039 0.0128815 0.0080653 0.00889776 0.0104563 0.00730045 0.00809151 0.00362762 0.00943114 0.0105334 0.0124124 0.0115796 0.0118917 0.0153654 0.0100888 0.0121117 0.0118216 0.0146992 0.0130249 0.0120778 0.0123705 0.00924215 0.00545905 0.0063088 0.00516096 0.0133814 0.0137325
internal_weight=0 730 640 2391 2369 537 407 206 201 181 103 147 119 78 171 795 45 112 754 678 76 56 652 591 61 130 110 88 1574 1141
internal_count=3121 730 640 2391 2369 537 407 206 201 181 103 147 119 78 171 795 45 112 754 678 76 56 652 591 61 130 110 88 1574 1141
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 4 49 1 1447 40 1 4 1 0 42 47 1 43 150 15 1 16 1456
split_gain=21.8395 3.59083 2.00731 1.64303 1.28495 1.18465 0.957962 0.847212 0.691089 0.684645 0.597074 0.456812 0.393348 0.31695 0.305874 0.284487 0.257152 0.234055 0.230888 0.464515 0.243678 0.199051 0.194786 0.187538 0.179765 0.172712 0.191615 0.172399 0.170994 0.209818
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089775000000000008 0.09253500000000002 0.062655000000000016 -0.15464999999999998 -0.054984999999999992 0.090540000000000023 -0.082869999999999985 -0.077714999999999992 0.16175000000000003 -0.013514999999999998 0.086920000000000011 0.18019500000000002 -0.11051499999999999 0.090280000000000013 0.13265500000000002 0.066275000000000014 0.082565000000000013 -0.43375999999999998 0.12958500000000003 -0.079504999999999978 0.080615000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 9 16 27 11 -4 14 -10 -2 28 -11 -3 -6 20 -20 21 -17 -15 -14 -23 26 -5 -9 -1 -30
right_child=1 4 10 25 17 -7 -8 8 12 15 -12 -13 23 22 -16 18 -18 -19 19 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010209750204899766 0.00065758144046288716 0.00044396992938359607 0.0008731663980625458 0.00057459111328665355 0.00029061340452193201 0.00064671003165368737 0.00056824769305059187 0.00083623474255427636 0.00076152994498318322 0.0010772833950647145 0.00055074784235140074 0.0011581681973318516 0.00050083834291697192 0.00099067523687614467 0.00091928368523380027 0.0011286547802903159 0.00024082956422923828 5.7081177301990104e-05 0.00089702101202329156 0.00065039122561631984 0.00072977842434364198 0.0009583253626044366 0.00083319839429825654 0.00033291764192137062 0.00084474265269315993 0.00068256014702366844 0.00035959283048226162 0.00060681018101818422 0.00095118322208815925 0.001043705662265432
leaf_weight=534 23 46 34 34 77 48 24 34 20 42 63 59 146 58 245 23 50 21 356 32 20 358 63 31 63 20 30 20 426 121
leaf_count=534 23 46 34 34 77 48 24 34 20 42 63 59 146 58 245 23 50 21 356 32 20 358 63 31 63 20 30 20 426 121
internal_value=0 0.000541355 0.000940182 0.000741448 0.000438835 0.000951587 0.000957941 0.000494829 0.000554748 0.000962045 0.000663761 0.00098935 0.00050088 0.000868577 0.000981838 0.000919745 0.000338168 0.000240571 0.000911979 0.00087668 0.000941495 0.000951032 0.000908683 0.000471429 0.000941328 0.000523513 0.000473811 0.000751263 0.000996016 0.00097165
internal_weight=0 673 2448 228 445 2351 2303 347 251 2279 97 1385 197 144 1326 894 96 98 852 388 464 444 121 177 421 84 64 54 1081 547
internal_count=3121 673 2448 228 445 2351 2303 347 251 2279 97 1385 197 144 1326 894 96 98 852 388 464 444 121 177 421 84 64 54 1081 547
is_linear=0
shrinkage=0.00196078


Tree=5985
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 47 1 14 48 1 1 0 15 1 47 14 2 3 1 52 1420 1429 133 0 4 1 51
split_gain=32.935 5.16421 3.49678 2.67316 1.94818 1.7151 0.902901 0.865708 0.841855 0.796838 0.728508 0.601549 0.508575 0.473524 0.441513 0.379261 0.278725 0.255867 0.248458 0.247407 0.272674 0.233714 0.221544 0.234417 0.308256 0.301364 0.208102 0.220625 0.279409 0.194011
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13501500000000002 0.10699500000000002 0.13082500000000002 0.092845000000000025 0.062655000000000016 -0.015314999999999997 0.16540500000000002 0.086920000000000011 -0.097024999999999986 -0.095869999999999983 0.13436000000000001 0.090100000000000013 0.062655000000000016 -1.0000000180025095e-35 -0.0087149999999999988 0.11588000000000001 0.26521500000000003 -0.083604999999999985 0.084770000000000012 0.083950000000000011 0.18019500000000002 -0.013125 0.093100000000000002 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 10 11 21 12 -5 13 -7 16 22 15 -15 19 -3 26 -4 -21 -6 23 -1 -25 -26 27 -13 -29 -24
right_child=1 2 8 9 7 6 -8 -9 -10 -11 -12 18 -14 14 -16 -17 -18 -19 -20 20 -22 -23 29 24 25 -27 -28 28 -30 -31
leaf_value=0.0013071061349382586 0.0010374911193260334 0.00048684167539718648 0.00023583360730193939 0.00093443973279135149 0.0010509209327011345 0.00071021514975167562 0.00070448004430634717 0.00054187714761378715 0.00059179656750956388 0.00056857189260958849 0.0012858406675344475 0.0010271860019694522 -1.008160936906801e-05 0.0010215660379949303 0.0010383923833029664 0.0007012387452756657 0.00025551687287519764 0.00067381827394238415 0.0011988308513122021 0.00066077194487055137 0.00035624270493144996 0.00082923465287196654 0.0010715176787029126 0.0011014604248540149 0.00078076436948539333 0.0010637572253391694 0.00079006431295591242 0.00097334240478955884 0.0007646420249578826 0.0008254596203193733
leaf_weight=20 71 191 22 37 41 30 48 27 37 60 62 346 22 27 369 30 150 33 22 20 26 33 28 953 23 39 20 285 27 22
leaf_count=20 71 191 22 37 41 30 48 27 37 60 62 346 22 27 369 30 150 33 22 20 26 33 28 953 23 39 20 285 27 22
internal_value=0 0.000537349 0.000478363 0.00102712 0.000616326 0.00104028 0.000964976 0.000842408 0.000316492 0.00070813 0.00107753 0.000982105 0.000274049 0.00106898 0.00101358 0.000852973 0.000302723 0.000514387 0.000993757 0.000406854 0.000488647 0.000952061 0.00109073 0.00109689 0.00109274 0.000958776 0.000987103 0.000993092 0.000955282 0.000963252
internal_weight=0 673 602 2448 325 2351 778 101 277 97 1573 730 240 1511 426 57 218 224 700 68 46 74 1085 1035 1015 62 678 658 312 50
internal_count=3121 673 602 2448 325 2351 778 101 277 97 1573 730 240 1511 426 57 218 224 700 68 46 74 1085 1035 1015 62 678 658 312 50
is_linear=0
shrinkage=0.00196078


Tree=5986
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 48 0 15 1 2 4 2 1 40 14 1 48 47 42 3 43 49 1 1428
split_gain=21.4991 3.52828 1.87599 1.52001 1.23009 1.1022 0.973024 0.658693 0.609311 0.510318 0.490374 0.374309 0.368292 0.708347 0.354606 0.337453 0.332404 0.253475 0.251976 0.228242 0.205985 0.187918 0.179404 0.17236 0.16937 0.168298 0.184233 0.157867 0.156083 0.150895
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 0.13501500000000002 0.10613000000000002 0.062655000000000016 0.092845000000000025 -0.015314999999999997 -0.10607499999999999 -0.10653 0.122715 0.31358000000000003 -0.15289999999999995 0.11411 0.091195000000000012 -0.077714999999999992 0.062655000000000016 0.085605000000000014 0.10096000000000001 0.10350500000000001 0.09832500000000001 0.14121000000000003 -0.078139999999999973 -0.053364999999999996 0.12958500000000003 0.093045000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 19 11 28 12 -4 -7 13 -1 23 -6 -10 -5 -14 -3 22 -15 29 -2 25 26 -18 -12 -8 -13
right_child=1 4 10 17 15 7 8 -9 16 -11 27 20 18 21 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011047727580553567 0.00098495655747288767 0.0004508863831949654 0.00086605245159631944 0.00069327260063598961 0.0003408832893051193 0.0007065592070712763 0.00084904730577782354 0.0006839058574995185 0.00076996401244518804 0.0011709781946787571 0.0006763172905555184 0.00092882184322077134 0.0010090429914140528 0.00087523244712351376 0.00068689416376137096 8.8897427613660965e-05 0.00044698242297707135 0.00046848110832982767 0.00093538237372143705 0.00025950518148202525 0.0011169483888489251 0.00067579660811889941 0.00082537182150226008 0.00082557540094735577 0.00035002104195407016 0.00043266920368618402 0.00063537611585000862 0.00047505089372114367 0.00063074916674225932 0.0011019801918198079
leaf_weight=36 75 46 37 30 84 30 34 48 20 62 31 594 1192 34 29 27 29 54 210 50 22 39 64 40 24 47 64 29 20 20
leaf_count=36 75 46 37 30 84 30 34 48 20 62 31 594 1192 34 29 27 29 54 210 50 22 39 64 40 24 47 64 29 20 20
internal_value=0 0.000560038 0.000955745 0.000758381 0.000458415 0.00096677 0.000517846 0.000906402 0.00058506 0.000996628 0.000688518 0.000921032 0.000989474 0.000879686 0.000880658 0.000279589 0.000531314 0.000548764 0.00099801 0.000351209 0.000930223 0.000768685 0.000924165 0.00092952 0.00050221 0.0005283 0.00057663 0.000579039 0.000768196 0.000934462
internal_weight=0 673 2448 228 445 2351 334 778 238 1573 97 730 1511 109 144 111 184 84 1402 96 700 73 678 115 164 140 93 60 54 614
internal_count=3121 673 2448 228 445 2351 334 778 238 1573 97 730 1511 109 144 111 184 84 1402 96 700 73 678 115 164 140 93 60 54 614
is_linear=0
shrinkage=0.00196078


Tree=5987
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 2 393 1212 400 4 133 13 51 1 3 3 2 3 49 150 11 1 2 1429 52 52 1 15 456
split_gain=1.44067 0.335912 0.183717 0.159976 0.127196 0.122519 0.113179 0.0854184 0.0700291 0.0773361 0.0688758 0.0647543 0.067956 0.0640427 0.0637687 0.0605312 0.0869077 0.0817963 0.0830645 0.0797743 0.0664169 0.0604418 0.064147 0.106742 0.0682396 0.123823 0.0600352 0.0588995 0.0552965 0.0552514
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.091265000000000013 0.088105000000000003 0.11474000000000002 0.086855000000000016 0.13592000000000001 -0.07520499999999998 -0.17966999999999997 0.089200000000000015 -0.059629999999999996 -0.086719999999999978 0.11588000000000001 -0.080289999999999986 -0.082039999999999988 0.11585500000000001 -0.14186499999999996 0.13173000000000004 0.090480000000000019 1.0000000180025095e-35 0.086920000000000011 0.087675000000000017 0.084770000000000012 -0.057699999999999994 -0.0080349999999999987 0.11039500000000001 0.084370000000000014 0.090345000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 21 10 14 8 9 -6 -3 13 -13 -12 27 16 17 18 -11 20 -17 22 24 -24 -1 -26 -23 -7 -28 -15
right_child=1 2 -4 -5 7 6 -8 -9 -10 15 11 12 -14 29 -16 19 -18 -19 -20 -21 -22 26 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.014590937443682001 0.014095154610565966 0.012575606055557728 0.0046358435385263873 0.0049622660418125715 0.0065769740247300689 0.012545534502714874 0.0064627722048988716 0.0065360850371096449 0.01841532313930137 0.016481625184443006 0.002928567081689835 0.0069588550229974346 -0.00051062291576748806 0.0087289853055679476 0.010002134828310874 0.012657111154387255 0.017605903317384861 0.0073925852654096874 0.012342993439832594 0.007437758302049978 0.006761636510491372 0.020651266503113289 0.013290563457755734 0.0064229123876430099 0.0066179205933886197 0.014869245410558174 0.010994591244629452 0.019244473180012957 0.018341691661626101 0.0034707765878093516
leaf_weight=958 90 25 160 22 21 35 39 23 21 71 25 29 21 218 45 429 51 23 153 35 20 27 397 24 31 44 21 21 20 22
leaf_count=958 90 25 160 22 21 35 39 23 21 71 25 29 21 218 45 429 51 23 153 35 20 27 397 24 31 44 21 21 20 22
internal_value=0 0.00837484 0.00757042 0.0134503 0.0135291 0.00854862 0.0110384 0.0125469 0.0127147 0.0125656 0.00752342 0.00712246 0.00382167 0.00774525 0.0128052 0.0127264 0.0138477 0.0130717 0.0136548 0.0120361 0.0123945 0.0140758 0.0139395 0.0128991 0.0143635 0.0114587 0.0169898 0.0150576 0.0145785 0.00824698
internal_weight=0 730 640 2391 2369 480 140 847 824 803 340 315 50 265 101 782 298 247 224 484 449 1522 1454 421 1033 75 68 56 41 240
internal_count=3121 730 640 2391 2369 480 140 847 824 803 340 315 50 265 101 782 298 247 224 484 449 1522 1454 421 1033 75 68 56 41 240
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 2 4 4 0 15 3 457 158 12 1 0 1 0 4 10 4 12 475 15 47
split_gain=22.5028 3.62586 2.31908 1.82859 1.35389 1.11446 0.730838 0.632995 0.594911 0.581401 0.542464 0.496359 0.411122 0.500747 0.405216 0.331173 0.310987 0.299494 0.280732 0.234031 0.221289 0.207159 0.205536 0.201931 0.194784 0.182158 0.181894 0.181081 0.179678 0.162515
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.11474000000000002 0.17025000000000004 0.09253500000000002 0.13501500000000002 0.40945500000000007 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.30112000000000005 0.080930000000000016 0.080150000000000013 0.08815000000000002 0.089770000000000016 -0.036484999999999997 0.083345000000000016 -0.075934999999999989 -0.51253999999999988 -0.38124499999999995 -0.0070899999999999991 0.10061500000000002 -0.081364999999999979 -0.10091499999999999 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 6 12 25 11 -5 16 15 13 14 -1 20 27 21 19 23 22 -14 -4 -15 -10 -6 -27 -7 -23 -3
right_child=1 2 8 9 7 10 -8 -9 24 -11 -12 -13 17 18 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0009626261134078537 0.00088263162692354968 0.00041850427644263846 0.0004615344325947584 0.00081120046347620304 0.00095733433516642186 0.00095006908058036974 0.0010843881992791953 0.000447748996862414 0.00018796328331140808 0.00049304162125154483 0.00059346095362093805 0.00025020965730685097 0.00080980876165530509 0.0011350277650590038 0.00065096819182755192 0.00022894929730916087 0.00057616325935312337 0.00094278589621478426 0.00088202346974812051 0.00076406040466299235 0.00033141718949099963 0.00075429650571416402 0.0007168505455362286 0.00093541259587018105 -5.5901546569942842e-05 0.00084722828046948303 0.00062315715350446657 0.00081190196305858683 0.00050265465406518358 0.00056954768398438812
leaf_weight=23 71 190 27 34 21 41 79 26 34 63 48 132 74 20 53 22 20 40 794 30 20 24 22 755 20 30 26 330 20 32
leaf_count=23 71 190 27 34 21 41 79 26 34 63 48 132 74 20 53 22 20 40 794 30 20 24 22 755 20 30 26 330 20 32
internal_value=0 0.000463552 0.000414125 0.00086839 0.000526479 0.000879276 0.000899732 0.000712276 0.000282302 0.000604561 0.000790182 0.000327018 0.000891773 0.000900792 0.000745286 0.000438433 0.000814332 0.000796161 0.000908184 0.000933986 0.000505224 0.000746458 0.000576166 0.000940564 9.7643e-05 0.000801597 0.000743195 0.000827171 0.000639914 0.000440276
internal_weight=0 673 602 2448 325 2351 1912 103 277 97 439 223 1833 1675 76 91 391 158 1599 805 69 118 49 775 54 77 56 371 44 222
internal_count=3121 673 602 2448 325 2351 1912 103 277 97 439 223 1833 1675 76 91 391 158 1599 805 69 118 49 775 54 77 56 371 44 222
is_linear=0
shrinkage=0.00196078


Tree=5989
num_leaves=31
num_cat=0
split_feature=1 4 123 44 4 155 2 376 2 2 15 157 13 158 1186 0 3 2 43 15 13 3 13 43 1 49 132 401 12 13
split_gain=1.30761 0.200016 0.155363 0.152683 0.138498 0.128767 0.104691 0.13012 0.103734 0.0956926 0.0867644 0.136103 0.0897357 0.0914954 0.142734 0.090832 0.107257 0.13667 0.0797211 0.0775235 0.106628 0.0701074 0.074861 0.0679263 0.080759 0.0658637 0.0655661 0.0655492 0.0936292 0.077214
threshold=0.10752500000000002 0.26450500000000005 1.0000000180025095e-35 0.081805000000000017 0.36766000000000004 0.10158500000000002 0.10803500000000001 0.080200000000000007 0.14122000000000004 0.25063000000000007 0.024640000000000006 -0.0091799999999999989 -0.077799999999999994 1.0000000180025095e-35 0.060550000000000007 -0.10224499999999999 0.090900000000000009 0.08622500000000001 -0.079734999999999986 -0.016799999999999995 -1.0000000180025095e-35 -0.0025099999999999996 0.17001000000000002 -0.11278499999999998 0.12000500000000001 0.10269000000000002 0.088890000000000011 0.085900000000000018 -0.12529499999999996 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 8 6 7 -2 10 23 12 -12 18 14 15 16 17 -14 26 20 -8 22 -17 -3 -25 -15 -1 28 -26 -30
right_child=1 9 -4 -5 -6 -7 19 -9 -10 -11 11 -13 13 25 -16 21 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.014344596026259003 0.012058318781131502 0.00034893586067482831 0.008853439195501106 0.020021061918565206 0.006969505340553993 0.015676993604197546 0.005783608710535959 0.0042746742359466025 0.0077105974823963351 -0.00064166199760317495 0.020875579460213581 0.013261472694835179 0.01657928228378296 0.016283186978350083 0.0042305041535291819 0.010962516268744449 0.0037764249893371018 0.006839402198024533 0.01148976266983877 0.0026887812008345993 0.012663259526545352 0.015282691076087455 0.015429825127302184 0.0090173428013804371 0.011591670264897403 0.01047897324897349 0.008452952215448022 -0.0002210110891610384 0.0029790821094295861 0.0083490086079109471
leaf_weight=340 105 20 111 28 43 27 71 27 41 24 24 1076 25 60 30 351 32 34 191 38 33 54 42 80 24 29 20 20 81 40
leaf_count=340 105 20 111 28 43 27 71 27 41 24 24 1076 25 60 30 351 32 34 191 38 33 54 42 80 24 29 20 20 81 40
internal_value=0 0.00728395 0.0125117 0.0126795 0.0125936 0.00908809 0.00843882 0.0104662 0.0126965 0.00540489 0.0127851 0.0134276 0.0122 0.0114107 0.0109436 0.0113179 0.0084381 0.0109665 0.0131411 0.00655421 0.00796657 0.0119042 0.0114399 0.0059525 0.00640993 0.0143919 0.0140173 0.00514573 0.00588597 0.00475426
internal_weight=0 590 2531 2420 2392 301 274 132 2349 289 2308 1100 1208 657 568 538 91 59 551 142 104 447 393 265 245 89 360 165 145 121
internal_count=3121 590 2531 2420 2392 301 274 132 2349 289 2308 1100 1208 657 568 538 91 59 551 142 104 447 393 265 245 89 360 165 145 121
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=31
num_cat=0
split_feature=1 3 1 4 45 2 2 52 42 2 2 4 2 3 4 1 52 43 11 1 52 159 2 41 1429 160 1454 1447 0 1456
split_gain=1.06467 0.250558 0.126664 0.121318 0.105673 0.10167 0.0957934 0.077356 0.0722646 0.0650933 0.181594 0.0904921 0.0605141 0.0619071 0.0568804 0.0545725 0.0542326 0.0904692 0.0528257 0.054617 0.0875458 0.0969418 0.0854247 0.0817878 0.075139 0.187261 0.0688878 0.0915887 0.121033 0.0753762
threshold=0.10293500000000001 -0.049509999999999992 0.16540500000000002 0.40124500000000002 0.10526500000000001 0.11018500000000002 0.092120000000000021 -0.23375999999999997 0.11066000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.033174999999999989 0.15109000000000003 0.090900000000000009 -0.15289999999999995 0.13075500000000004 0.056145000000000007 -0.082389999999999977 0.080455000000000013 0.086920000000000011 0.26521500000000003 -0.46267499999999995 0.088125000000000023 0.075585000000000013 0.084770000000000012 -0.073679999999999982 0.081720000000000015 -0.085684999999999997 -0.086409999999999987 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 8 15 18 -7 9 16 -11 -12 13 -8 -15 -2 17 -3 19 20 23 -22 -21 24 26 -26 27 28 -1 -29
right_child=1 2 -4 -5 -6 7 12 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 22 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.013093957107900301 0.01150141816629263 0.0060269075791930431 -0.0012862659003585577 0.0040054987481033264 0.012786248050079767 0.011994949768466706 0.010980445929552505 0.0052195725744240921 0.0013261058234742709 0.015775487869090977 0.010936959939734902 0.0054143603425972613 0.0052719998217764354 0.010484079501646407 0.0044555281481609265 0.0059550511557608845 0.0082883323764517194 -0.00096610663206996147 0.015816402010729209 0.011187092628257234 0.013281952935670104 0.0043605764508889665 0.0046438474385511316 0.016944806270705732 0.0043992448717546772 0.01455267990446266 0.0081654932873789221 0.012506376496816095 0.022288263466378508 0.006576398438350721
leaf_weight=41 157 37 25 22 22 22 707 72 35 21 34 233 21 34 29 20 21 37 34 400 21 29 21 38 39 34 36 835 22 22
leaf_count=41 157 37 25 22 22 22 707 72 35 21 34 233 21 34 29 20 21 37 34 400 21 29 21 38 39 34 36 835 22 22
internal_value=0 0.00704629 0.00563774 0.0113971 0.00603114 0.00946318 0.0114659 0.0068053 0.00567561 0.00607309 0.00682183 0.00611761 0.0105683 0.0107128 0.00770903 0.0108747 0.00380321 0.0025304 0.0119176 0.0118314 0.0121972 0.00810755 0.0108607 0.0123889 0.0122206 0.00912824 0.0124568 0.0126247 0.0163047 0.0123541
internal_weight=0 736 465 2385 440 271 2363 94 418 383 288 267 791 770 63 177 95 74 1572 1538 1117 50 421 1067 1029 73 956 920 63 857
internal_count=3121 736 465 2385 440 271 2363 94 418 383 288 267 791 770 63 177 95 74 1572 1538 1117 50 421 1067 1029 73 956 920 63 857
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 2 2 47 52 1 13 47 52 3 0 1 2 15 49 2 40 42 52 15 15
split_gain=22.6149 3.76064 2.5367 2.07486 1.27714 1.21925 1.00406 0.795221 0.735857 0.690435 0.574249 0.56714 0.548849 0.319129 0.279556 0.252154 0.215096 0.197425 0.19636 0.195668 0.203586 0.401667 0.194256 0.176742 0.174305 0.166835 0.159162 0.152378 0.178068 0.292573
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.089885000000000007 0.11474000000000002 0.13082500000000002 -0.56176499999999996 0.090540000000000023 -0.004174999999999999 0.090100000000000013 0.12354000000000001 1.0000000180025095e-35 0.18019500000000002 0.089770000000000016 0.097845000000000015 0.090455000000000021 -0.053364999999999996 0.13712500000000002 -0.063404999999999989 0.090545000000000014 -0.016949999999999996 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 16 6 7 10 12 -5 14 -6 15 -12 27 17 18 25 -3 20 -15 -22 -9 -11 -17 -4 -2 28 29 -1
right_child=1 2 8 9 11 -7 -8 22 -10 23 13 -13 -14 19 -16 24 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086736910170083471 0.0009226178740169488 0.00033984734529397305 0.00029201805662599134 0.00079259618003922486 0.00077332602275489461 0.00055074515996738249 0.00046752928744764159 0.0011390723881549111 4.7015169258016385e-05 0.00054180096349364191 0.00098458755379928213 0.00042811504419089532 0.00053984062995404399 0.00082934479674348323 0.00082901919389381351 0.00045383907570493509 0.00057188730445633458 0.00038961954314842555 0.00046567090754043896 0.0006234111441481931 0.00049924548946108521 0.00082252832604389565 0.00095000980440655518 0.00033343270398359027 0.00022553536712246783 0.0001296304302697916 0.00072836169084302738 0.00091587635302931491 0.00099801716178354589 0.00064357530778529602
leaf_weight=221 50 99 36 34 77 48 24 48 54 34 45 24 32 725 245 36 33 21 92 20 22 45 37 29 20 75 24 813 33 25
leaf_count=221 50 99 36 34 77 48 24 48 54 34 45 24 32 725 245 36 33 21 92 20 22 45 37 29 20 75 24 813 33 25
internal_value=0 0.000442602 0.000391084 0.000848447 0.000508245 0.000860042 0.000866489 0.00087069 0.000252115 0.000567413 0.000863481 0.000691296 0.000302458 0.000823859 0.000888878 0.000262052 0.000425709 0.00021528 0.000400453 0.000814951 0.000819788 0.000716376 0.00105677 0.000445885 0.000372302 0.000182297 0.000859616 0.000902308 0.000862769 0.000844626
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 2194 101 220 857 1337 188 224 132 191 812 792 67 85 63 56 111 74 1092 279 246
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 2194 101 220 857 1337 188 224 132 191 812 792 67 85 63 56 111 74 1092 279 246
is_linear=0
shrinkage=0.00196078


Tree=5992
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 14 1 4 2 2 2 1 50 40 1 12 15 2 1 457 4 0 475 52 133 12 39
split_gain=37.343 6.06649 3.06165 2.78197 2.28551 1.63544 1.50211 1.47609 1.14401 1.05638 0.967193 1.14044 0.826666 0.574053 0.525907 0.443915 0.431515 0.396553 0.396272 0.342705 0.295731 0.281865 0.277811 0.268429 0.263153 0.262574 0.259714 0.251045 0.236876 0.241182
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 0.14122000000000004 0.062655000000000016 0.09253500000000002 -0.17966999999999997 1.0000000180025095e-35 0.091265000000000013 0.11704500000000001 0.088770000000000016 0.041865000000000006 -0.077714999999999992 0.12408500000000001 0.085355000000000014 -0.089964999999999976 0.087675000000000017 0.13075500000000004 0.080930000000000016 -1.0000000180025095e-35 -0.094299999999999981 -0.088274999999999978 0.26391000000000003 -1.0000000180025095e-35 0.095780000000000018 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 8 12 -4 -8 -12 14 -2 25 19 -3 -13 23 24 -10 27 28 -16 -6 -1 -27 -5 29 -14
right_child=1 4 9 21 15 -7 10 -9 20 -11 11 17 22 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011202942680668187 0.0011705937361342338 0.00057314053326305273 0.0011540444574244706 0.00057701325631715394 0.00047453288635067629 0.00073214125779329567 0.0011393188553697922 0.00086758546344134187 0.0015629227441899918 0.00072518380882303699 0.0010438032623599559 0.00068338299949453603 0.0012331392778208387 0.00081261170699315909 0.00085740913509153849 0.00054256753212186544 0.00030999294071293928 0.00047390605937348135 0.00122227904547167 3.909702323968132e-05 0.0013279224646275116 0.00049227838605350141 0.0010248333864209755 0.0011506696425232232 0.00021712786908432741 0.0012945223154048398 0.0011372001912970057 0.00084020875171365134 0.0011496565974770572 0.0010220688307880294
leaf_weight=37 124 46 34 22 26 25 20 41 50 63 30 142 386 20 20 26 50 46 292 22 35 24 41 30 37 1023 42 38 307 22
leaf_count=37 124 46 34 22 26 25 20 41 50 63 30 142 386 20 20 26 50 46 292 22 35 24 41 30 37 1023 42 38 307 22
internal_value=0 0.000695373 0.00121689 0.000955451 0.000562119 0.00123097 0.000643128 0.00123634 0.00124295 0.000875506 0.000726641 0.000688781 0.00123433 0.00112087 0.00126183 0.000318365 0.000436084 0.000632128 0.00119466 0.000249785 0.00146616 0.000671868 0.0011818 0.00103337 0.000323359 0.00128268 0.00128832 0.000743704 0.0011908 0.00122176
internal_weight=0 673 2448 228 445 2351 334 2326 2285 97 238 218 2200 144 1444 111 96 188 342 85 85 84 756 50 63 1102 1065 60 715 408
internal_count=3121 673 2448 228 445 2351 334 2326 2285 97 238 218 2200 144 1444 111 96 188 342 85 85 84 756 50 63 1102 1065 60 715 408
is_linear=0
shrinkage=0.00196078


Tree=5993
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 0 45 12 2 2 14 0 1 4 3 9 2 13 4 14 16 15 0 3 10 15 48 0 1446 49
split_gain=1.16985 0.292235 0.181016 0.130908 0.119295 0.112791 0.0955848 0.0953296 0.0933535 0.0913183 0.089899 0.108966 0.176643 0.103186 0.088797 0.0859589 0.149521 0.111722 0.0836363 0.0886808 0.143891 0.0835401 0.0776464 0.0784086 0.0737841 0.0737497 0.0731639 0.10877 0.081803 0.0689875
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.4136149999999999 0.22582000000000002 0.081955000000000014 -0.42850999999999995 0.15950500000000004 0.14753000000000002 0.062655000000000016 -0.10607499999999999 0.083135000000000014 0.0082450000000000006 -0.020429999999999997 -1.0000000180025095e-35 0.10252500000000002 0.11596500000000001 -0.029144999999999997 -0.47013499999999991 -0.0024749999999999993 0.095175000000000023 0.024095000000000002 -0.10831999999999999 -0.0026549999999999994 -0.089964999999999976 0.093265000000000015 -0.030209999999999997 0.11018500000000002 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 10 -4 -9 15 11 12 -1 26 -14 24 22 18 -18 -20 -21 -12 23 -17 -6 -11 28 -28 -13 -25
right_child=1 2 7 4 9 -7 -8 8 -10 25 21 13 14 -15 -16 16 17 -19 19 20 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.012182338705973789 0.012249662464740801 0.013870979549496301 0.0068880625760981019 0.014437141004018487 0.0059147400776558418 0.0042701381840743128 0.018372287025505845 0.0030273505800363166 -0.0048927278427237817 0.0054170143369230489 0.01716127854918963 0.01217769220042351 0.00063868141944774172 0.0098591274192554486 0.0079220560246280256 0.017002310613170268 0.012830360969972044 -0.00080503166121031566 0.012545323316007854 0.0068753135327836376 -0.00014701733857186306 0.010776732094382169 0.0048264903376217597 0.0050535239678408421 -0.0013372130412608386 -0.0018409703858196737 0.011052591574898372 0.0030182595830410722 0.017206735123005329 0.011538086594392857
leaf_weight=105 102 28 35 20 47 20 22 46 22 42 57 1628 22 232 70 20 21 21 20 154 36 32 22 21 20 21 107 20 33 75
leaf_count=105 102 28 35 20 47 20 22 46 22 42 57 1628 22 232 70 20 21 21 20 154 36 32 22 21 20 21 107 20 33 75
internal_value=0 0.00726268 0.0065046 0.00720403 0.00685833 0.0117478 0.011812 0.00264758 0.000464972 0.00656684 0.0117494 0.0116243 0.00937939 0.0118433 0.00618038 0.00705887 0.00762732 0.00617835 0.0068132 0.00621149 0.00554477 0.0148657 0.0102733 0.0113063 0.00374998 0.00299769 0.0121007 0.00978734 0.0122776 0.0101196
internal_weight=0 773 671 568 540 2348 2328 103 68 520 2306 2217 197 2020 92 457 390 252 231 210 190 89 138 116 67 63 1788 127 1661 96
internal_count=3121 773 671 568 540 2348 2328 103 68 520 2306 2217 197 2020 92 457 390 252 231 210 190 89 138 116 67 63 1788 127 1661 96
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 47 14 1 2 457 454 4 2 43 0 16 12 4 10 475 43 16 14 12 1 1 12 376 2
split_gain=12.9519 1.74818 1.54864 1.18556 0.860232 0.558382 0.52249 0.45491 0.438714 0.329915 0.34474 0.245124 0.236531 0.224126 0.214356 0.210349 0.265679 0.222199 0.221996 0.201607 0.186256 0.168909 0.165938 0.164371 0.157544 0.144985 0.139921 0.146275 0.136548 0.204874
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.13082500000000002 0.076975000000000002 0.077845000000000011 0.15109000000000003 0.080930000000000016 1.0000000180025095e-35 0.033845000000000007 0.14019000000000004 -0.080324999999999994 -0.11173999999999999 -0.039889999999999988 0.087695000000000009 -0.52556499999999995 -1.0000000180025095e-35 -0.066784999999999983 0.10366000000000002 -0.052894999999999991 -0.46413499999999996 0.093765000000000015 0.089770000000000016 0.10538500000000002 0.11734000000000001 0.083785000000000012 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 7 24 19 11 -4 10 20 12 15 23 -10 16 -1 18 -17 -3 -6 -21 -14 -2 -5 -20 27 -22 29 -25
right_child=1 6 8 5 9 -7 -8 -9 14 -11 -12 -13 22 -15 -16 17 -18 -19 25 21 26 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00054881961006877044 0.00057606679830007976 0.00012236821648704588 0.00069952521940134984 0.00083357069295182348 0.00077131600112359631 0.00039761435014731958 0.00046712100891537205 0.00089241573238879243 0.00047924487188275212 0.00041008403822153554 0.0004712248341349032 0.00052601430951213304 0.00069536324010044035 0.00022745041386425046 0.00025945608013821614 0.00097428825723022976 0.00080528641789177663 0.0007292244612322657 0.00077526035239796232 0.00029090305793855929 0.00068451468823174167 0.00010240593413700335 0.00052507248837753667 0.00053117835509467219 0.00064968817933394704 0.00062880389684555576 0.00049939631429665233 0.00056885522084028156 0.00027444955729687994 0.00036933029051322271
leaf_weight=44 21 61 28 23 67 33 38 75 59 21 34 21 143 29 24 21 24 859 693 108 296 22 26 43 81 27 20 49 31 100
leaf_count=44 21 61 28 23 67 33 38 75 59 21 34 21 143 29 24 21 24 859 693 108 296 22 26 43 81 27 20 49 31 100
internal_value=0 0.00039115 0.000713756 0.000476159 0.000724144 0.00061984 0.000257142 0.0007427 0.000487289 0.000650492 0.000661326 0.000736656 0.000739064 0.000388282 0.000415691 0.000746146 0.000639337 0.000750686 0.000775564 0.000215366 0.000676288 0.000259004 0.000669165 0.0004122 0.000690355 0.000769768 0.000658844 0.000668088 0.000392423 0.000417998
internal_weight=0 590 2531 361 2420 137 229 1933 111 487 466 1858 1837 224 83 1668 68 1600 741 191 432 130 169 195 104 720 365 345 174 143
internal_count=3121 590 2531 361 2420 137 229 1933 111 487 466 1858 1837 224 83 1668 68 1600 741 191 432 130 169 195 104 720 365 345 174 143
is_linear=0
shrinkage=0.00196078


Tree=5995
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 46 45 14 0 1 4 16 16 159 48 160 51 3 51 2 43 2 15 43 15 3 1 483 49 0
split_gain=1.03499 0.257851 0.171286 0.132092 0.095043 0.0902787 0.0801714 0.0772199 0.0948081 0.14937 0.0895244 0.0718028 0.146488 0.237729 0.115092 0.0991547 0.0747735 0.0717799 0.0708292 0.102603 0.0703776 0.0819537 0.0691248 0.0680695 0.0739998 0.065905 0.0589276 0.0558992 0.0541565 0.0837652
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.18019500000000002 0.089105000000000018 0.081955000000000014 0.062655000000000016 -0.10607499999999999 0.083135000000000014 0.0082450000000000006 0.013515000000000001 0.083160000000000026 0.050895000000000003 0.093265000000000015 -0.0080249999999999991 0.14122000000000004 -0.020429999999999997 0.10614000000000001 0.121465 0.0051600000000000005 0.097605000000000011 0.095175000000000023 0.07827000000000002 -0.03241999999999999 -0.14847999999999997 0.081315000000000012 0.089025000000000007 -0.032624999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 27 7 8 9 23 11 16 13 -13 15 -14 20 -11 19 25 21 -10 26 24 -1 -5 -9 -3 -4 -30
right_child=1 2 28 18 -6 -7 -8 22 10 17 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.012204812427836598 0.012251009307921125 0.0050593505859403516 -0.00066895192888166222 0.0048097486943006517 0.0052265850403013514 0.012448637694469654 0.017095773192969236 0.013457197138507453 0.011963092462801462 0.00089607062241570514 0.0092712381930047331 0.0092768239073388013 0.01631251060740745 -0.0028684155890368861 0.0064639848270794239 0.011166094636871056 0.0068310658537572427 0.0074444670918663693 0.013869955145388045 0.0019070365272844875 0.010336749660996418 0.016146286854957594 0.010198730371484999 0.015835957085857024 0.0058065093169196716 0.01051249563907247 0.020061872510070151 0.0090885514477029063 0.0055533248563662324 -0.00038243885482511214
leaf_weight=51 78 294 28 25 28 20 22 35 1059 22 232 83 47 20 41 184 31 70 28 21 266 49 32 26 28 107 22 39 102 31
leaf_count=51 78 294 28 25 28 20 22 35 1059 22 232 83 47 20 41 184 31 70 28 21 266 49 32 26 28 107 22 39 102 31
internal_value=0 0.00679922 0.00618736 0.00704937 0.0110179 0.00592316 0.0110878 0.0110303 0.0109139 0.00882025 0.0111189 0.0113597 0.0101303 0.00691852 0.0113466 0.0122132 0.0116878 0.00587855 0.00924579 0.00839953 0.0117974 0.0121481 0.0139182 0.0113977 0.00993706 0.00943243 0.0160064 0.00553124 0.00332828 0.0041698
internal_weight=0 773 695 534 2348 353 2320 2298 2209 197 2012 1780 375 103 272 231 1405 92 181 153 1374 1108 89 105 79 132 57 333 161 133
internal_count=3121 773 695 534 2348 353 2320 2298 2209 197 2012 1780 375 103 272 231 1405 92 181 153 1374 1108 89 105 79 132 57 333 161 133
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 2 4 1 2 16 131 13 2 52 457 1 4 47 2 131 4 3 52 13 12
split_gain=19.2259 3.07482 1.98139 1.6077 1.09747 0.994522 0.593244 0.575078 0.506301 0.504064 0.49952 0.59827 0.386418 0.404599 0.285481 0.270225 0.224564 0.199984 0.19189 0.213277 0.278058 0.225868 0.188043 0.177475 0.172419 0.160059 0.149274 0.144756 0.138431 0.137553
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.13501500000000002 0.11474000000000002 0.092845000000000025 0.14285500000000004 0.40945500000000007 0.089770000000000016 0.08647500000000001 -0.52595999999999987 0.086835000000000009 -0.076599999999999988 -0.0091949999999999983 -0.56176499999999996 0.080930000000000016 0.082005000000000008 -0.35136499999999998 0.090100000000000013 0.17025000000000004 0.091440000000000007 -0.0070899999999999991 0.0022600000000000003 -0.24164999999999998 -0.0062949999999999994 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 22 6 12 14 25 -5 11 -4 -1 17 -7 16 23 -14 -16 20 21 -20 26 -12 -2 -6 -3 -22 -13 -27
right_child=1 2 10 9 8 7 -8 -9 -10 -11 15 28 13 -15 18 -17 -18 -19 19 -21 27 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00098206828561739259 0.0010020034981535757 0.0004732796171991587 0.00061690642337850735 0.00087414307329284496 0.0010174370321239076 0.00067663021128273361 0.0011522790935694003 0.00067717064844651355 0.00055499040489372987 0.00058315052169989915 0.00025802132805168346 0.00032872229068070497 0.00074905514818729749 0.00064228385213821655 0.0010439864191600535 0.00049203661081186913 0.0003566903843917888 0.00093977794417234484 0.00072766279402335641 0.00070105325759333727 0.00089877616845941493 0.00090176002851461562 0.0006857312375716135 1.7926890412162917e-05 0.00078888231048396989 0.00090717554092407222 0.00058369565891238707 0.0010907294630419975 0.0004953381006337624 0.00071232074795804946
leaf_weight=1373 54 104 63 37 21 21 70 48 26 60 29 73 23 21 38 22 41 261 31 20 23 378 32 20 20 30 86 44 26 26
leaf_count=1373 54 104 63 37 21 21 70 48 26 60 29 73 23 21 38 22 41 261 31 20 23 378 32 20 20 30 86 44 26 26
internal_value=0 0.000567326 0.000520742 0.000941529 0.000624289 0.000951736 0.000975422 0.000883073 0.000791568 0.000694148 0.000397923 0.000467535 0.000968044 0.000904912 0.00090088 0.000297235 0.000249616 0.000924332 0.000909699 0.000899411 0.000907745 0.000888564 0.000546677 0.000160024 0.000944403 0.000871452 0.000523257 0.00102484 0.00037248 0.000816707
internal_weight=0 673 599 2448 325 2351 1748 603 103 97 274 162 1678 305 555 112 90 284 534 496 476 409 222 49 74 77 190 67 99 56
internal_count=3121 673 599 2448 325 2351 1748 603 103 97 274 162 1678 305 555 112 90 284 534 496 476 409 222 49 74 77 190 67 99 56
is_linear=0
shrinkage=0.00196078


Tree=5997
num_leaves=31
num_cat=0
split_feature=1 1 16 457 3 12 3 0 156 51 157 2 124 474 147 47 4 34 2 16 123 11 4 132 51 41 1208 1 160 4
split_gain=0.961807 0.235672 0.146268 0.129922 0.112659 0.113484 0.100119 0.0957051 0.100535 0.0970081 0.116791 0.0953693 0.0932439 0.0912491 0.0858744 0.0761125 0.0736977 0.0719916 0.0968323 0.0706109 0.0805847 0.0687303 0.0665053 0.0643165 0.0653403 0.0624207 0.0618156 0.0671174 0.0579031 0.0578
threshold=0.11829500000000003 0.094385000000000011 0.5136400000000001 0.079590000000000008 0.31370500000000007 -0.42850999999999995 0.11296500000000002 -0.07403499999999999 -1.0000000180025095e-35 0.11144500000000002 -0.08107499999999998 0.10252500000000002 -0.072314999999999977 0.087530000000000011 0.089365000000000014 0.11312500000000002 0.26450500000000005 -0.038779999999999995 0.11870500000000002 -0.090344999999999995 0.083855000000000013 0.075910000000000019 -0.04890499999999999 0.081465000000000024 0.10614000000000001 0.079300000000000009 0.099975000000000008 0.089625000000000024 -0.078564999999999982 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 12 17 -6 7 14 11 10 -10 -9 16 26 21 23 -3 -2 -19 -5 -21 -1 -20 24 28 -23 27 -12 -14 -24
right_child=4 2 -4 19 5 -7 -8 8 9 -11 13 -13 15 -15 -16 -17 -18 18 22 20 -22 25 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011059447155918672 0.0016521491815109511 0.0074876417495453587 0.01219740547507402 0.0077034131334339454 0.0062368847494807976 -0.0010872376420593356 0.0042665716881553333 0.019118210282176737 0.0024314001506275458 0.0023626874555789292 0.0094098494543102696 0.0095770182066851062 0.013011723344044929 0.016345490738749507 0.0056110011363801155 0.0050591669615211061 0.00078838704891192419 0.0089573275290204448 0.010016735670866356 -0.001976443067766153 0.0057549444758998496 0.016777905131400588 -0.00071846093262799759 0.0050804795460023273 0.014860074639519945 0.010831454035735899 0.013581870790949324 0.0041023647896229077 0.0089818667061874607 0.0049233820457839804
leaf_weight=1605 37 52 87 37 34 56 24 20 23 21 285 22 44 20 28 38 24 91 21 26 28 41 22 26 28 31 32 26 188 104
leaf_count=1605 37 52 87 37 34 56 24 20 23 21 285 22 44 20 28 38 24 91 21 26 28 41 22 26 28 31 32 26 188 104
internal_value=0 0.0102133 0.00841827 0.00774865 0.00475066 0.00167965 0.0106897 0.0107613 0.00946235 0.00898166 0.00934176 0.0141204 0.00852452 0.00977961 0.0111033 0.00926398 0.00537209 0.00575572 0.00639367 0.00433821 0.00203242 0.011195 0.00480665 0.00982266 0.0102969 0.0142176 0.00939676 0.00896614 0.00974615 0.0039383
internal_weight=0 2756 578 491 365 90 2178 2154 449 407 386 42 400 363 1705 324 76 275 238 91 54 1677 147 286 260 72 343 311 232 126
internal_count=3121 2756 578 491 365 90 2178 2154 449 407 386 42 400 363 1705 324 76 275 238 91 54 1677 147 286 260 72 343 311 232 126
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 1 457 4 14 0 1 4 4 0 40 1 1 4 0 3 43 15 12 4
split_gain=23.0782 3.55572 2.04108 1.62243 1.39939 1.16033 1.04825 0.748344 0.662067 0.612878 0.516012 0.356868 0.345129 0.335332 0.327169 0.548628 0.54426 0.358563 0.31183 0.273817 0.247548 0.245349 0.238022 0.226854 0.219796 0.192746 0.187594 0.18333 0.180606 0.178503
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.099185000000000009 0.09253500000000002 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.122715 0.080930000000000016 -0.55119499999999988 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 -0.050494999999999991 -0.079119999999999982 -0.077714999999999992 0.12958500000000003 0.16175000000000003 0.053180000000000012 0.14486500000000005 -0.12711499999999995 -0.00045499999999999995 -0.089964999999999976 0.095175000000000023 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 5 20 9 -4 21 13 12 29 23 -1 -15 16 -16 19 -10 -17 -3 -7 27 24 28 -21 -5 -6 -8 -2
right_child=1 4 7 26 22 8 10 -9 18 -11 -12 -13 -14 14 15 17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013088249427112028 0.0010959182714714725 0.0005165878521359486 0.00099906011676843321 0.00050893137147771871 0.00044550514254301104 0.00096041691653868735 0.0011157844203340274 0.00063810217261796721 0.00082568930746242726 0.0012479665509441441 0.00076160637571844741 0.00076444070783718927 0.00076350670587880154 0.0013085579810912758 0.0010655677710732848 0.0010950881399718533 0.00080883887234392321 0.00096386759530307981 0.00058161579117844931 0.0008890167969808567 0.00031727700643971853 0.00068672354314841479 0.0001526570937184949 0.00093499255243584647 0.00085266536293838742 0.0010478857179147922 0.00069617497194717458 0.00025613832276785513 0.0010098833553029928 0.00094008496646428002
leaf_weight=22 50 46 34 36 61 34 104 63 23 76 41 29 24 21 64 1140 63 110 161 32 50 20 21 122 23 356 48 29 153 65
leaf_count=22 50 46 34 36 61 34 104 63 23 76 41 29 24 21 64 1140 63 110 161 32 50 20 21 122 23 356 48 29 153 65
internal_value=0 0.000633379 0.00104336 0.000832492 0.000531362 0.00059475 0.00105486 0.000764624 0.00066815 0.00107547 0.000971701 0.000958821 0.000991921 0.00106822 0.00106526 0.00106237 0.000938214 0.00107199 0.000612125 0.00107978 0.00041278 0.000859049 0.000340627 0.00100556 0.0010363 0.00103478 0.000615928 0.000384487 0.00105274 0.00100784
internal_weight=0 673 2448 228 445 334 2351 97 238 1884 467 144 426 1808 1786 1765 127 1638 184 1528 96 54 111 402 280 388 84 90 257 115
internal_count=3121 673 2448 228 445 334 2351 97 238 1884 467 144 426 1808 1786 1765 127 1638 184 1528 96 54 111 402 280 388 84 90 257 115
is_linear=0
shrinkage=0.00196078


Tree=5999
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 457 4 4 49 2 1 2 31 475 43 47 3 1 42 1 11 16
split_gain=16.6458 2.59723 1.42986 1.2144 0.976535 0.854977 0.761847 0.635231 0.505937 0.434257 0.374849 0.333772 0.365353 0.321978 0.279032 0.269823 0.24346 0.214432 0.213883 0.213354 0.178572 0.169167 0.162142 0.162138 0.14826 0.349679 0.147751 0.140105 0.13948 0.137628
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.089625000000000024 0.090425000000000019 0.080930000000000016 -0.062539999999999984 -0.55119499999999988 -0.054984999999999992 -0.0091949999999999983 0.16175000000000003 0.092365000000000017 -0.077289999999999984 -0.081364999999999979 -0.080324999999999994 0.10350500000000001 -0.12018999999999998 0.075045000000000014 0.09832500000000001 0.12958500000000003 0.075910000000000019 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 20 27 11 13 -4 15 17 21 -9 -1 -2 -13 -6 24 -3 -7 -12 -18 25 -17 -16 -8 -10 -11
right_child=1 4 10 -5 18 9 7 14 28 29 22 12 -14 -15 26 19 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001052682425780305 0.00055117485719238303 0.00036612067502016986 0.00076499262261165292 0.00043842218316053188 0.000249277047729495 0.00088647147373037687 0.00074727686207278887 0.00063214422719895102 0.00086394729918124629 0.00046310775364056611 0.00055782151076139185 0.00060739195179146572 0.00056554069135816398 0.00052668772830417019 0.00042157764100955904 0.00086786855173762612 0.00083751260694874896 0.00080450415271101749 2.951734533218665e-05 0.00078517965374368364 0.00019422122094926649 0.0007557186809649543 0.0003525105128490847 0.00069213700720860459 0.00084994776608884491 0.00053929631470465186 0.00025479855849803269 0.00053929605174298379 0.0010410937922955988 0.000673828046742342
leaf_weight=22 23 42 28 84 90 43 33 22 25 26 50 23 31 22 137 33 65 274 21 280 52 330 21 54 1150 20 24 20 54 22
leaf_count=22 23 42 28 84 90 43 33 22 25 26 50 23 31 22 137 33 65 274 21 280 52 330 21 54 1150 20 24 20 54 22
internal_value=0 0.000454384 0.000803708 0.000625302 0.000366793 0.000813412 0.000420306 0.000479765 0.000831396 0.000735796 0.000572865 0.000824774 0.000768097 0.000757196 0.000425019 0.000837126 0.00073585 0.00078924 0.000207701 0.000833928 0.000271027 0.000770792 0.000497096 0.000771544 0.000845275 0.000743879 0.000396716 0.000668794 0.000985035 0.000559688
internal_weight=0 667 2454 226 441 2355 330 236 1912 443 99 1833 328 395 183 1505 142 297 111 1483 94 373 71 119 1203 53 161 53 79 48
internal_count=3121 667 2454 226 441 2355 330 236 1912 443 99 1833 328 395 183 1505 142 297 111 1483 94 373 71 119 1203 53 161 53 79 48
is_linear=0
shrinkage=0.00196078


Tree=6000
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 123 130 123 12 13 0 147 132 1 15 2 3 1427 40 43 374 158 159 131 4 13 47 11 43 0
split_gain=1.00255 0.231117 0.145311 0.102571 0.0925164 0.0912057 0.0917654 0.0811886 0.0955598 0.0713705 0.116792 0.0731987 0.0636101 0.100541 0.137808 0.0604589 0.0545553 0.0571094 0.0532695 0.0572913 0.0670521 0.0526638 0.0714724 0.0526276 0.0518492 0.0500551 0.0627618 0.0657218 0.0602884 0.0801652
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092120000000000021 0.083805000000000004 -0.076894999999999977 -1.0000000180025095e-35 -0.040564999999999997 -0.11122999999999998 -0.099059999999999995 0.10100500000000003 0.10365500000000001 0.13604000000000002 -0.41396999999999995 0.15109000000000003 0.090900000000000009 1.0000000180025095e-35 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 0.11245500000000001 0.0089800000000000019 0.091440000000000007 -0.15289999999999995 -0.075974999999999987 0.081320000000000017 0.080455000000000013 -0.073404999999999984 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 5 4 -1 6 -3 -8 -9 10 -10 -11 13 -4 -15 16 17 21 19 20 -7 22 25 -2 -18 -6 27 28 29 -27
right_child=1 2 12 -5 15 18 7 8 9 11 -12 -13 -14 14 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.011283939587573313 0.012459474976799667 0.0031950741786810491 0.004793656193873003 0.0039802537109194834 0.011331761461991371 0.0055674835816849795 0.0025334377469262109 0.014384599328041077 0.0085915944988041049 0.0092566703954050193 -0.0014137956639751793 0.0033100990619024506 0.0067098202826134093 0.0040840180078521374 -0.0071553885859126851 0.0046640683785967888 0.0099320846938473345 0.015621171265374871 -0.0002727970009800629 0.0098031041495825946 -0.00048949686132128477 0.0063632588306277551 0.012999992969108152 0.0066695650666952133 0.0041763226662216522 0.00984340515400247 0.01396658119176411 0.0036716533105143091 0.0082506221472456297 0.016373141774016879
leaf_weight=1572 73 45 42 22 184 89 25 25 28 207 20 23 29 20 24 21 34 20 20 23 23 34 91 20 29 103 27 22 203 23
leaf_count=1572 73 45 42 22 184 89 25 25 28 207 20 23 29 20 24 21 34 20 20 23 23 34 91 20 29 103 27 22 203 23
internal_value=0 0.00655482 0.00588089 0.0107768 0.0108401 0.00658247 0.00742971 0.00801068 0.0084626 0.00793004 0.00442268 0.00866201 0.00265973 0.00129401 -0.00204657 0.00995799 0.0101024 0.0103536 0.00454363 0.00525718 0.00432364 0.0102003 0.0104001 0.0112143 0.00728261 0.00997909 0.00932064 0.00896326 0.00931711 0.0110353
internal_weight=0 736 643 2385 2363 528 373 328 303 278 48 230 115 86 44 791 770 707 155 135 112 687 653 93 63 562 378 351 329 126
internal_count=3121 736 643 2385 2363 528 373 328 303 278 48 230 115 86 44 791 770 707 155 135 112 687 653 93 63 562 378 351 329 126
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 2 10 402 12 12 43 42 16 2 15 14 16 11 45 4 3 160 3 12 15 160 159 52 1212 16
split_gain=0.812067 0.190386 0.125966 0.130032 0.0943574 0.0859398 0.083335 0.0821316 0.0835691 0.134723 0.0831166 0.0806103 0.0615247 0.0583667 0.0748242 0.0659807 0.0772053 0.05461 0.0571731 0.0639266 0.101469 0.0995767 0.0790508 0.0674477 0.0705069 0.067175 0.0612924 0.111683 0.0654742 0.145167
threshold=0.10293500000000001 -0.066704999999999987 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.13404500000000005 -0.062879999999999978 0.086055000000000006 0.10589000000000003 0.11650500000000001 -0.073404999999999984 -0.0060199999999999993 0.13751500000000003 0.13712500000000002 0.013270000000000002 -0.46166999999999997 -1.0000000180025095e-35 0.095720000000000013 0.081955000000000014 -0.082249999999999976 0.092670000000000016 0.05259500000000001 -0.14989499999999997 0.082480000000000012 -0.083359999999999976 -0.016279999999999996 -0.085489999999999997 0.11277500000000001 0.090840000000000018 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 13 11 17 -4 8 10 -10 -2 -1 -7 14 15 -3 -17 18 19 26 22 -22 -21 24 -24 -26 -6 28 -28 -30
right_child=1 2 6 -5 5 12 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0099777907276382832 0.0076508934089316088 0.010687067937105894 -0.0038221336393193766 0.013236803552579314 0.015123608564176867 0.0024828748949975881 0.0031369103521810071 0.0022127090753721341 0.0021087710484444431 0.012203612616285683 0.012167251177193177 0.0039635325889881088 0.0096069665509276106 0.002569964309149212 0.0099689510021660783 0.0054790769949578117 0.00057160484422255609 0.0047127364063635473 0.014921521840860014 0.0047106916441642232 -0.00037922399118542674 0.0094800799601389811 0.0099601526152464041 0.0096163292654217226 0.010236987690441311 0.01758161767625786 0.011325544690238342 0.0047214770163860054 0.010924760065041483 0.00084423325955867773
leaf_weight=39 81 20 22 21 31 27 79 21 39 20 82 52 22 71 37 205 38 20 23 31 20 21 69 1412 20 33 464 31 50 20
leaf_count=39 81 20 22 21 31 27 79 21 39 20 82 52 22 71 37 205 38 20 23 31 20 21 69 1412 20 33 464 31 50 20
internal_value=0 0.00589934 0.00477017 0.00558154 0.00969913 0.0098244 0.00162108 0.0081902 0.00875564 0.00553075 0.00992293 0.00654107 0.00568145 0.00514823 0.00575841 0.00516606 0.00471165 0.00991483 0.00996159 0.00990978 0.00958155 0.00467066 0.00971021 0.00981124 0.0120671 0.0148101 0.0107943 0.0105567 0.0108955 0.00804461
internal_weight=0 736 493 392 2385 2294 101 243 222 59 163 91 49 371 300 263 243 2245 2225 2202 1606 41 1565 1534 122 53 596 565 534 70
internal_count=3121 736 493 392 2385 2294 101 243 222 59 163 91 49 371 300 263 243 2245 2225 2202 1606 41 1565 1534 122 53 596 565 534 70
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 43 48 10 10 2 0 15 133 12 4 133 48 16 1 0 49 1 39 3 14 47 11 43
split_gain=0.670325 0.17998 0.128036 0.13361 0.162143 0.115651 0.100209 0.0786694 0.0943371 0.077379 0.0909952 0.134633 0.0853852 0.0884034 0.0727305 0.0712447 0.0670576 0.0599131 0.0586769 0.0899936 0.0858467 0.0579142 0.0576969 0.0653555 0.0565726 0.0767831 0.0743022 0.0541992 0.0535412 0.107097
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.11924500000000002 -0.11171999999999999 -0.11720999999999999 0.083685000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.11870500000000002 0.0059850000000000016 -0.24436499999999997 -1.0000000180025095e-35 0.099815000000000015 0.50996500000000011 0.087435000000000013 -0.024949999999999996 -0.16075999999999999 0.084165000000000004 -0.053834999999999994 -0.026779999999999995 0.11039500000000001 0.10484500000000001 0.149315 -0.072219999999999993 0.11518500000000002 1.0000000180025095e-35 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4 21 12 11 27 13 -2 -13 28 -12 -10 -8 20 -20 -9 -7 -24 25 26 -16 -11 -3 -30
right_child=9 15 3 -5 5 22 18 8 17 10 16 14 -14 -15 24 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00045195127958836767 0.0066806995047954849 0.0089527767830003182 0.0076002706575425379 0.013892479776404799 0.0025458848377203813 0.0081768458767328411 0.0054202399387577316 -0.0040789306610046578 0.0075518128888045506 0.011683843170221036 -0.0035339157318785078 -0.0010021712575107812 -0.0043186765341531666 -0.0010133714015994754 0.012971519357101483 0.0075941807142400029 0.0040005604633026656 0.0011751255040745373 0.009653704631186668 0.0090522768210313399 0.018695760757795402 0.0027983203451149167 -0.0019771106807248934 0.0060103419888764623 0.0012058416286229411 0.003069016919357191 0.0056689879464867868 0.0059172091390272338 0.0097499106000562691 0.016883719014935194
leaf_weight=23 32 1671 47 28 23 23 32 24 41 39 21 25 21 28 22 368 27 23 21 187 21 25 21 20 33 51 38 28 133 25
leaf_count=23 32 1671 47 28 23 23 32 24 41 39 21 25 21 28 22 368 27 23 21 187 21 25 21 20 33 51 38 28 133 25
internal_value=0 0.00845609 0.00685402 0.00716752 0.00679685 0.00800825 0.00887365 0.00416205 0.002732 0.00389568 0.00467327 0.00548053 0.00116933 0.00309013 0.00397665 0.00886371 0.000704227 0.00526019 0.00943127 0.00999177 0.0141747 -0.000570129 0.00416805 0.00191921 0.00484103 0.00592176 0.00834658 0.00927391 0.00911915 0.0108787
internal_weight=0 2756 559 536 508 348 284 160 113 365 284 236 81 60 169 2197 48 64 261 229 42 49 64 41 144 111 60 67 1829 158
internal_count=3121 2756 559 536 508 348 284 160 113 365 284 236 81 60 169 2197 48 64 261 229 42 49 64 41 144 111 60 67 1829 158
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 47 2 14 1 48 1 12 4 1 0 47 15 1 1 4 4 13 1 4 3 475 1420
split_gain=46.5629 7.21205 4.31906 4.29512 2.6261 2.30912 1.42107 1.25083 1.163 1.12485 0.955492 0.681724 0.668483 0.656659 0.567607 0.400299 0.44921 0.415851 0.360137 0.319376 1.02045 0.309126 0.298876 0.291826 0.263747 0.263203 0.249074 0.242653 0.238972 0.255343
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13501500000000002 0.09253500000000002 0.13082500000000002 0.10882500000000002 0.062655000000000016 0.16540500000000002 -0.015314999999999997 0.086920000000000011 0.08401500000000002 -0.013514999999999998 0.075045000000000014 -0.038659999999999993 0.090100000000000013 -0.23060499999999998 0.086920000000000011 0.13210500000000003 -0.0019149999999999998 0.0067750000000000006 -0.077799999999999994 0.11588000000000001 -0.036839999999999991 -0.0087149999999999988 -0.088274999999999978 -0.08341999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 10 12 -5 11 25 13 21 -7 28 22 16 17 -14 -3 -17 24 27 -15 -16 -21 -6 -2 -4 -1 -30
right_child=1 2 8 7 9 6 -8 -9 -10 -11 -12 -13 15 14 23 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010982798302874846 0.0012649575442660087 0.00053123596209848933 0.00062179881199503752 0.0010797433908803188 0.0011695524032404219 0.00085736704332863586 0.00078747127771231472 0.00061307855984071423 0.00067262342318134382 0.00059330839534510677 0.0014817494793001569 -2.9805820574734938e-05 0.001181393550948194 0.00080630282330545003 0.0012162691243369306 0.0013143465653354047 0.0013003095215339011 0.00098660664990836487 0.00075306272265887023 0.0011864574358143036 0.00065112224907851689 0.00029207293769100334 0.0010916812978158299 0.0010227725857152729 0.0010642748406176925 0.00093554786306297353 0.0010104921323801179 0.00034661881891097384 0.0014793695438475836 0.0012608381260621254
leaf_weight=34 50 191 22 34 42 32 48 63 37 26 62 22 268 21 326 24 102 50 33 107 20 168 43 33 186 33 21 28 21 974
leaf_count=34 50 191 22 34 42 32 48 63 37 26 62 22 268 21 326 24 102 50 33 107 20 168 43 33 186 33 21 28 21 974
internal_value=0 0.000598648 0.00052894 0.001181 0.000682269 0.00119768 0.00111503 0.000776652 0.000349041 0.000944755 0.00124337 0.000299156 0.00113496 0.00123319 0.00116816 0.0011467 0.00118708 0.00115077 0.000563916 0.00109636 0.00107964 0.000332354 0.000998041 0.00119848 0.00110889 0.00106659 0.00118969 0.000467698 0.00125993 0.00126545
internal_weight=0 673 602 2448 325 2351 837 97 277 101 1514 240 789 1452 423 757 420 318 224 337 313 218 64 359 293 75 71 50 1029 995
internal_count=3121 673 602 2448 325 2351 837 97 277 101 1514 240 789 1452 423 757 420 318 224 337 313 218 64 359 293 75 71 50 1029 995
is_linear=0
shrinkage=0.00196078


Tree=6004
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 2 4 1 14 457 2 1 12 15 47 475 3 12 4 157 4 50 16 1 47 0 15 0 12
split_gain=21.7301 2.53045 2.33728 1.59202 1.41876 0.834661 0.816808 0.712466 0.692193 0.636837 0.576486 0.650353 0.411653 0.332089 0.316319 0.30228 0.286818 0.285754 0.23445 0.359792 0.224013 0.206253 0.195141 0.184194 0.183218 0.176645 0.194243 0.174272 0.196684 0.170903
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40945500000000007 0.14285500000000004 0.40124500000000002 0.09253500000000002 0.076975000000000002 0.080930000000000016 0.14960000000000004 0.089770000000000016 0.087005000000000013 -0.41396999999999995 0.08265500000000002 -0.069854999999999987 0.084940000000000015 0.09141500000000001 -0.51843499999999987 -0.069619999999999987 -0.036839999999999991 0.086295000000000011 0.19444000000000003 0.10538500000000002 0.090100000000000013 -0.15350499999999997 -0.15914499999999995 -0.11173999999999999 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 6 -3 21 -4 12 11 16 18 15 -7 17 -6 -14 19 -1 -20 -5 -8 -22 29 26 -2 -21 -29 -18
right_child=1 5 8 7 10 14 22 -9 -10 -11 -12 -13 13 -15 -16 -17 24 -19 20 27 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012099376336775999 0.00061570358254201831 0.00059970737013042489 0.00085972424794199004 0.0010098016084731632 0.00097876558842860156 0.00031752541795061117 0.00016895250744363737 0.0005203846572540031 0.00052381655348828654 0.0011186579816481648 0.00057685425394400516 0.00054050197839409641 0.00048610611471767523 0.00090420599238870642 0.00012560792234372935 0.0009385004036211094 0.00086577982207237708 0.00079297472759350845 0.00070717441462446429 0.0011018035062727183 0.00093155599071531505 0.00080946695994983968 0.00042254170475929391 0.00077488073695670154 0.00065578744253691501 0.00064306713711029392 0.00043758534377112105 0.00085436876604973037 0.0009596513123519458 0.00073483826247261387
leaf_weight=22 29 78 34 29 66 117 28 29 77 75 34 26 20 273 46 23 297 28 21 31 293 62 20 32 20 27 125 73 1042 44
leaf_count=22 29 78 34 29 66 117 28 29 77 75 34 26 20 273 46 23 297 28 21 31 293 62 20 32 20 27 125 73 1042 44
internal_value=0 0.000487061 0.000904925 0.000612886 0.000917686 0.000356011 0.000475863 0.00078802 0.000626707 0.000941516 0.0008231 0.000841582 0.000934366 0.000873137 0.000263365 0.000753675 0.000859915 0.000665113 0.000948278 0.000961558 0.000903447 0.00087331 0.000274615 0.00091613 0.000838186 0.000496776 0.000471127 0.00095679 0.000952758 0.000848884
internal_weight=0 590 2531 301 2420 289 126 120 111 1933 487 453 1858 344 163 71 427 48 1514 1168 346 91 48 325 361 181 154 1146 1115 341
internal_count=3121 590 2531 301 2420 289 126 120 111 1933 487 453 1858 344 163 71 427 48 1514 1168 346 91 48 325 361 181 154 1146 1115 341
is_linear=0
shrinkage=0.00196078


Tree=6005
num_leaves=31
num_cat=0
split_feature=1 52 3 10 1456 40 2 9 2 0 43 44 13 43 13 48 0 4 52 10 132 2 15 455 49 1 151 1 3 16
split_gain=0.822696 0.193199 0.115328 0.0876754 0.0816936 0.0795133 0.0786605 0.0886649 0.11015 0.0804337 0.0769778 0.0684146 0.0789396 0.175623 0.0763942 0.0743536 0.127166 0.0905412 0.0624832 0.0598378 0.0578208 0.0851372 0.0556934 0.0510571 0.0683319 0.108948 0.101293 0.0985038 0.0783989 0.0663957
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 -0.086389999999999981 -0.049894999999999995 0.051255000000000002 0.14753000000000002 -1.0000000180025095e-35 0.10276500000000001 -0.07384499999999998 -0.078139999999999973 1.0000000180025095e-35 -0.16152999999999998 0.08845500000000002 -0.14819499999999997 0.093265000000000015 -0.061629999999999997 -0.52556499999999995 0.12603000000000003 -0.0026549999999999994 0.10365500000000001 0.15950500000000004 -0.089964999999999976 0.088965000000000002 -0.014989999999999998 0.085760000000000017 -0.083919999999999981 0.091345000000000023 -0.082039999999999988 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 11 7 19 9 -9 -10 12 13 -5 -14 17 -17 -16 -12 -6 21 -4 -8 24 25 28 -27 -28 -19 -26
right_child=1 2 20 5 6 -7 22 8 10 -11 18 -13 14 -15 15 16 -18 23 -20 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=0.002836916293890681 0.0098657001159153882 0.011193819696083665 0.0027186976378924025 -0.0015705597028136252 0.0044233576291137274 0.0035020288651470438 0.0041346336548615786 0.011722553277142207 0.0022675557642394457 0.0067240366962079594 0.0054559283162432344 0.014643153053923295 0.014339553214835399 0.011523022607434541 0.016193626696864763 0.0085878664710387406 0.00075512256977769247 0.0075710607043495684 0.010863684408366681 -0.0021505425008945165 0.0059810840348102929 -0.0043897483943273188 -0.0021725858606043316 0.014179044852547427 0.010568494061442068 -0.00088449463391126212 0.0024533448852598668 0.010889988416625609 0.01302051478996873 0.009296057691911155
leaf_weight=20 93 25 63 20 45 22 42 53 68 82 147 26 33 21 21 152 24 66 25 20 29 23 21 24 619 22 25 31 44 1215
leaf_count=20 93 25 63 20 45 22 42 53 68 82 147 26 33 21 21 152 24 66 25 20 29 23 21 24 619 22 25 31 44 1215
internal_value=0 0.00560552 0.00498935 0.0094301 0.00561437 0.00948586 0.00533707 0.00581026 0.00640126 0.00868642 0.00511586 0.00954204 0.0094848 0.00513591 0.00956314 0.00949287 0.00751977 0.00966087 0.00624194 0.00240062 0.0021197 0.000817602 0.00203223 0.00959382 0.0095394 0.00772371 0.00486493 0.00712363 0.00975084 0.00972552
internal_weight=0 736 643 2385 528 2365 503 440 375 135 240 2343 2317 41 2276 2243 176 2067 172 65 115 86 63 2046 2022 188 78 56 110 1834
internal_count=3121 736 643 2385 528 2365 503 440 375 135 240 2343 2317 41 2276 2243 176 2067 172 65 115 86 63 2046 2022 188 78 56 110 1834
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 0 15 0 2 34 4 12 13 52 4 151 16 15 10 2 15 12 16 1
split_gain=12.5435 2.18406 1.31205 1.13849 0.807912 0.764895 0.58933 0.389766 0.37766 0.359692 0.345575 0.328603 0.355313 0.30687 0.254191 0.248464 0.242072 0.261387 0.238943 0.198449 0.281992 0.188873 0.17615 0.162492 0.20477 0.151872 0.136733 0.136217 0.142253 0.144455
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.13082500000000002 0.09253500000000002 0.11474000000000002 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.14753000000000002 -0.038779999999999995 -0.49013999999999996 0.08401500000000002 -0.072819999999999982 1.0000000180025095e-35 0.24564500000000003 -0.088784999999999989 -0.14771999999999999 -0.41942499999999994 -0.38124499999999995 0.13404500000000005 0.090455000000000021 -0.094384999999999983 -0.0094449999999999968 0.11392000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 7 11 14 -5 -6 12 -1 -13 15 -4 -15 -18 -17 20 22 -3 -9 -16 -25 -20 -8 -23 29 -29
right_child=1 2 8 9 10 -7 26 19 -10 -11 -12 13 -14 16 23 18 17 -19 25 -21 -22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0008204669476139779 0.00070873758586467662 0.00049566245692617746 0.00014095717458020008 0.00064574123253871823 0.0006423755371016528 0.00045814613615363545 0.00093963282997962781 0.00075591202123634035 0.00044075232760454601 0.00039405893517657515 0.00038256098036577033 0.00073637717986756548 0.00052105432100064465 0.00076166908351009345 0.00025440277617342548 0.0002355951602783038 0.00050341093887421267 0.0006766288956747751 0.00050590229488716018 0.00070269690689403746 0.00041500148598198634 0.00048900858706731954 0.0005945788664785171 0.00020973235660908267 -3.0545549211548825e-05 0.00029814126283109942 0.00078028105554690602 0.00041969062454284053 0.00024521160808567042 0.00027424704156482404
leaf_weight=20 76 40 39 34 81 48 47 33 37 61 26 1190 64 122 32 59 36 481 31 106 28 23 123 25 30 24 37 73 54 41
leaf_count=20 76 40 39 34 81 48 47 33 37 61 26 1190 64 122 32 59 36 481 31 106 28 23 123 25 30 24 37 73 54 41
internal_value=0 0.000395154 0.000356402 0.000694548 0.00043839 0.000703109 0.00070825 0.000702104 0.000256359 0.000484135 0.000579243 0.000712259 0.000592343 0.000717766 0.000227932 0.000276051 0.000683106 0.000664567 0.000322267 0.000635118 0.000596187 0.000373146 0.000628707 0.000143308 7.86717e-05 0.000415243 0.000869442 0.000347488 0.000328113 0.000367382
internal_weight=0 691 615 2430 338 2335 2287 2203 277 95 107 1913 84 1829 240 153 639 517 114 290 184 231 156 87 55 55 84 191 168 114
internal_count=3121 691 615 2430 338 2335 2287 2203 277 95 107 1913 84 1829 240 153 639 517 114 290 184 231 156 87 55 55 84 191 168 114
is_linear=0
shrinkage=0.00196078


Tree=6007
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 4 2 2 4 52 1 1 2 15 52 47 16 4 16 10 13 0 12 4 2
split_gain=30.5882 4.84188 3.04291 2.52444 1.79672 1.62592 1.21618 0.936646 0.918255 0.83283 0.789981 0.698138 0.662268 0.463423 0.394596 0.308559 0.277254 0.433306 0.244499 0.241571 0.2175 0.212543 0.210081 0.218819 0.201649 0.191639 0.183925 0.174293 0.170946 0.142888
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.089885000000000007 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.090540000000000023 0.089770000000000016 0.097845000000000015 -0.41942499999999994 -0.16675999999999999 0.090100000000000013 0.11346000000000002 0.0052350000000000009 -0.10850999999999998 -0.38124499999999995 -1.0000000180025095e-35 0.18019500000000002 0.090285000000000018 -0.036839999999999991 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 20 6 8 12 11 -5 -6 15 13 -4 -13 -1 22 -18 -14 -10 -3 -7 26 -24 -20 -15 27 -16 -2 -19
right_child=1 2 7 9 10 21 -8 -9 19 -11 -12 14 18 25 16 -17 17 29 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095702980213119575 0.0009642812250291599 0.0003723792879840106 0.00043104492682294793 0.00083513279164703009 0.00082550991868748913 0.00043340134989262348 0.00047895648002451791 0.00051973209891741123 0.00093418163557847339 0.00045434403358739813 0.0004460122266455608 0.0010499558092981643 0.00017167974221200555 0.0001402193465325257 0.00096411323824594191 0.00088003341473785106 0.00051498730225345778 0.00075193631941196967 8.6175908206724663e-05 0.0011806097064802189 0.00054476834773857963 0.00069526548093971712 0.00088614036034668359 0.00076712641179040877 -0.00015226352466818165 0.00032957570088625537 0.00071046270941402397 0.00088005148160821942 0.00076296259375179518 0.00097429266747306377
leaf_weight=1092 50 191 40 34 71 26 24 34 20 63 30 45 32 86 129 245 22 25 25 65 33 22 114 124 30 27 20 358 24 20
leaf_count=1092 50 191 40 34 71 26 24 34 20 63 30 45 32 86 129 245 22 25 25 65 33 22 114 124 30 27 20 358 24 20
internal_value=0 0.000425808 0.000367352 0.000897806 0.000495672 0.000910596 0.00091804 0.000215147 0.000922664 0.000587816 0.000712788 0.000914917 0.000171998 0.000249668 0.00087123 0.000942921 0.000861325 0.000740507 3.54051e-05 0.00112263 0.000397776 0.000553422 0.000872191 0.000824133 -4.3882e-05 0.000185464 0.00089475 0.000902318 0.000898989 0.000850761
internal_weight=0 673 599 2448 325 2351 2303 274 2279 97 101 2194 240 153 857 1337 812 67 87 85 224 48 745 238 55 113 507 487 74 45
internal_count=3121 673 599 2448 325 2351 2303 274 2279 97 101 2194 240 153 857 1337 812 67 87 85 224 48 745 238 55 113 507 487 74 45
is_linear=0
shrinkage=0.00196078


Tree=6008
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 14 4 4 42 0 0 15 15 52 4 394 4 15 474 1 42 159 150 2 13 16 42 12
split_gain=15.5705 2.60837 1.52681 1.35357 0.868938 0.64323 0.650317 0.616198 0.612416 0.562219 0.429296 0.331626 0.367033 0.337214 0.273534 0.258996 0.305082 0.2138 0.204781 0.211783 0.189449 0.182826 0.175905 0.172807 0.266346 0.271592 0.167595 0.167505 0.16048 0.160458
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.40945500000000007 0.14285500000000004 0.062655000000000016 0.033845000000000007 0.27834500000000006 -0.0060199999999999993 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 -0.41396999999999995 1.0000000180025095e-35 0.27044500000000005 -0.079154999999999989 -0.49013999999999996 0.050935000000000008 0.10008000000000002 0.080270000000000022 0.093505000000000019 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -1.0000000180025095e-35 -0.039889999999999988 0.084145000000000011 0.09320500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 4 7 6 -3 8 11 -4 -5 13 -13 -1 22 16 -10 -14 29 20 21 28 26 24 25 -2 -7 -15 -20 -19
right_child=1 5 9 10 -6 14 -8 -9 15 -11 -12 12 17 27 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090399189906961773 0.00065204759964755936 0.0005210289515296438 0.00075366822415527353 0.00079163420254799556 0.00052920397176267273 0.00026741585021493243 0.00023095434515709796 0.00096060114966602832 0.00068970717605448513 0.0004767741875069658 0.00047917222799775808 0.00082810642869557167 0.00057031450144873533 0.00053199060006528835 9.5877889791886239e-05 0.00078272754619331485 0.00043860907491599145 0.00089681671372182029 0.00063919895825058435 0.00078982112433563089 0.0008220177578603298 0.00052350664133456041 0.00016472249150552987 0.00036648293325797514 0.00040218733220433991 0.00042684224953337544 0.00046379099040006112 0.00073759435818475838 0.0007850821767742441 0.00074007182031025811
leaf_weight=20 50 78 130 22 48 55 48 84 163 36 73 1190 20 39 46 106 21 83 64 315 42 26 38 70 81 35 24 25 53 36
leaf_count=20 50 78 130 22 48 55 48 84 163 36 73 1190 20 39 46 106 21 83 64 315 42 26 38 70 81 35 24 25 53 36
internal_value=0 0.000447393 0.000549536 0.000780961 0.000790296 0.000305311 0.000410524 0.000795776 0.000789491 0.000693619 0.000551532 0.00080222 0.000807752 0.000681754 0.00022398 0.000705525 0.000661049 0.000769847 0.000776294 0.000758895 0.000706238 0.000672233 0.000274345 0.00044819 0.000482645 0.000559316 0.000327074 0.000612305 0.000705283 0.000849398
internal_weight=0 691 402 2430 2335 289 126 2287 2203 166 95 1913 1829 84 163 290 184 639 619 500 185 143 117 236 166 85 79 64 117 119
internal_count=3121 691 402 2430 2335 289 126 2287 2203 166 95 1913 1829 84 163 290 184 639 619 500 185 143 117 236 166 85 79 64 117 119
is_linear=0
shrinkage=0.00196078


Tree=6009
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 15 12 4 43 48 2 4 0 4 160 4 15 14 2 0 16 15 43 2 0 16 13 1 4
split_gain=18.5947 2.4024 2.38971 1.56153 1.3422 0.760475 0.748594 0.73994 0.615082 0.459545 0.587295 0.441068 0.423833 0.418248 0.384172 0.373589 0.337571 0.545633 0.302935 0.251199 0.236006 0.338653 0.233032 0.202383 0.420477 0.206003 0.19239 0.168598 0.202551 0.163708
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.024640000000000006 0.091545000000000015 0.40124500000000002 -0.04890499999999999 -1.0000000180025095e-35 0.14960000000000004 0.40945500000000007 -0.23194499999999998 0.033845000000000007 0.083670000000000008 -0.064054999999999987 -0.03241999999999999 0.076175000000000007 0.099185000000000009 -0.11173999999999999 -0.43320999999999993 0.13592500000000005 -0.04890499999999999 0.11177500000000001 -0.081894999999999982 -0.037154999999999994 -0.47860499999999995 0.15170500000000001 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 13 11 9 18 29 -6 -11 12 -3 -1 22 -12 19 -18 20 -15 21 -4 -9 25 -25 -2 -7 -13 -29 -5
right_child=1 5 7 8 6 26 -8 14 -10 10 15 27 -14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0010873156382225839 0.00026339837889916858 0.00049655668376878714 0.00089376663627410799 0.00096580795213287954 0.00046333156884900082 0.00044020479347167256 0.00096335750487115646 0.00085727813694701325 0.00050984646865570365 0.00038502747667770759 0.00079627685238416797 0.0003145140232169692 0.00028121656681337118 0.00097529772742121828 0.00074235396872354969 0.0005170420893267089 0.00081352986456870537 0.00048903329358770953 0.0010620838747330435 0.00071672154499181342 0.00090596794454570124 0.00057880511119558242 0.00065216491274442691 0.00076719539077311702 0.00046191477501388088 0.00047270952042167871 0.00069116232162444685 0.00021038200419597588 -2.9319004756727996e-05 0.00078374841341785357
leaf_weight=22 29 51 35 27 84 24 21 665 29 25 70 22 113 52 154 25 76 27 46 20 1166 21 22 22 82 48 23 33 23 64
leaf_count=22 29 51 35 27 84 24 21 665 29 25 70 22 113 52 154 25 76 27 46 20 1166 21 22 22 82 48 23 33 23 64
internal_value=0 0.00046247 0.000849015 0.00058507 0.000714323 0.000334779 0.000610851 0.000875966 0.000758519 0.000574564 0.000652426 0.000290452 0.000348182 0.000832503 0.000830868 0.000722794 0.000800469 0.000728468 0.000905876 0.000903471 0.000899996 0.000775656 0.00085071 0.000470077 0.000526493 0.000393878 0.000563014 0.000169072 0.000111933 0.000837766
internal_weight=0 590 2531 301 422 289 225 2109 120 204 120 242 164 197 841 95 175 103 1268 72 1222 56 687 181 104 77 47 78 56 91
internal_count=3121 590 2531 301 422 289 225 2109 120 204 120 242 164 197 841 95 175 103 1268 72 1222 56 687 181 104 77 47 78 56 91
is_linear=0
shrinkage=0.00196078


Tree=6010
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 4 2 2 4 1 52 47 1 2 41 4 52 3 16 3 13 2 0 50 49
split_gain=27.2025 4.12787 2.63778 2.29805 1.66937 1.52808 0.852564 0.804087 0.745286 0.716828 0.693288 0.583458 0.482382 0.37238 0.314772 0.275099 0.203826 0.183687 0.412727 0.180911 0.194649 0.172234 0.161278 0.157314 0.162227 0.151496 0.166181 0.149036 0.477375 0.147388
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.40124500000000002 0.089885000000000007 0.14960000000000004 0.42051500000000003 0.091195000000000012 -0.56176499999999996 0.090100000000000013 0.089770000000000016 0.097845000000000015 0.081560000000000007 -0.49405499999999997 -0.16675999999999999 0.090900000000000009 0.19444000000000003 -0.11171999999999999 -0.47860499999999995 0.31358000000000003 -0.075934999999999989 0.088425000000000017 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 12 10 -6 -5 11 14 13 -4 22 -13 -3 19 -19 20 -17 -9 27 24 -22 -14 -27 -1 -29 -11
right_child=1 2 6 9 8 -7 -8 21 -10 29 -12 15 25 -15 -16 17 -18 18 -20 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00083285671064222723 0.0007705183629254154 0.00027150709667404549 0.00027457081429694007 0.00070216053728370858 0.0007092226328556131 0.00043441914995900947 0.00040709031221398094 0.00081593506184278746 0.00034061682958375008 0.00043647405959992331 0.00044927426044725713 0.00089364168301127311 0.00010004681276710316 7.8142922706799203e-05 0.00074215850308902707 0.00089271237536304798 0.0004383893992886859 0.00041770177973025939 0.0007454054277544448 0.0005610192347975338 0.00062911047174984004 0.0010240134884509206 0.00069775437153837383 0.00068592243584769078 0.00076712518419803824 -4.4311633636485335e-06 -0.00022023300523571956 0.00056554607681783974 0.00095100176184117298 0.00024619450083630888
leaf_weight=1028 71 191 58 34 71 48 37 20 30 34 24 45 22 103 220 35 33 22 45 20 35 65 38 147 508 34 23 30 21 29
leaf_count=1028 71 191 58 34 71 48 37 20 30 34 24 45 22 103 220 35 33 22 45 20 35 65 38 147 508 34 23 30 21 29
internal_value=0 0.000323367 0.00027063 0.000768477 0.000390455 0.00078068 0.00013004 0.000787897 0.000599736 0.000472714 0.000780725 0.00078435 8.73285e-05 0.000148906 0.00080995 0.000744412 0.000296092 0.000736142 0.000637801 0.000744986 0.000750061 0.000975054 0.000823302 0.000742825 0.000758229 -3.81644e-05 -9.15091e-05 0.000827724 0.000724263 0.000348885
internal_weight=0 673 602 2448 325 2351 277 2303 101 97 2218 2194 240 161 1337 857 224 812 67 745 725 85 1117 690 543 79 57 1079 51 63
internal_count=3121 673 602 2448 325 2351 277 2303 101 97 2218 2194 240 161 1337 857 224 812 67 745 725 85 1117 690 543 79 57 1079 51 63
is_linear=0
shrinkage=0.00196078


Tree=6011
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 2 3 42 4 15 14 43 4 3 160 49 3 160 15 3 12 3 3 16 2 3 156 156 43 402
split_gain=1.25547 0.280588 0.153781 0.119981 0.117036 0.1002 0.132325 0.0849721 0.0837071 0.0837318 0.0766602 0.0823509 0.115781 0.0797715 0.130665 0.170513 0.0704405 0.069551 0.066105 0.0627857 0.0798521 0.0623653 0.0600851 0.059009 0.0582322 0.0542153 0.0536095 0.058796 0.0525766 0.0521962
threshold=0.10312500000000001 -0.40967499999999996 0.12000500000000001 -0.076779999999999987 0.13404500000000005 1.0000000180025095e-35 -0.022174999999999997 -0.0060199999999999993 0.40945500000000007 -0.41396999999999995 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.12018999999999998 -0.037174999999999993 -0.0069299999999999995 0.32202000000000003 -0.087429999999999994 0.090455000000000021 0.090900000000000009 0.087695000000000009 -0.10023499999999998 0.096675000000000011 0.13751500000000003 0.14285500000000004 0.10299500000000002 0.091255000000000017 0.088610000000000008 -0.080324999999999994 0.11732500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 10 6 -3 -1 24 -10 11 -5 21 14 -14 -16 -11 -7 -12 20 26 -13 -21 -6 -4 -24 27 29 -9 -15
right_child=1 2 8 4 23 17 -8 28 9 16 18 12 13 19 15 -17 -18 -19 -20 22 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011160792376941597 0.01164914277382195 0.011893744460790407 0.0074520252727210056 0.0049033369310200218 0.0033334533614968812 0.011075039399261384 0.0047123602530183759 0.0075624643366609236 0.0040615879817348793 0.0023739939951337875 0.016800397121308683 0.020570724420249462 0.0032609313864668367 0.012149611194069043 0.0026835220167413356 0.013242381169245794 -0.0051773792931011746 0.0052388556239228437 0.011175622433625363 0.0046895469129085545 0.010975102281621201 0.012935414424409037 0.014029767765448646 0.010310374606739392 0.0031761323953551075 0.0083168048006684887 0.0082201017630136302 0.017045449851839631 0.0011230003038820411 0.017330297306180003
leaf_weight=39 90 79 91 20 27 23 38 32 127 30 48 20 32 704 20 65 21 182 37 25 1106 23 26 22 49 46 31 27 21 20
leaf_count=39 90 79 91 20 27 23 38 32 127 30 48 20 32 704 20 65 21 182 37 25 1106 23 26 22 49 46 31 27 21 20
internal_value=0 0.00642106 0.00568587 0.0111591 0.0113008 0.00722631 0.00956133 0.00761796 0.00412604 0.00268717 0.0114061 0.0112904 0.01135 0.0112449 0.00870748 0.0107579 -0.000735395 0.00589365 0.014352 0.0113945 0.011522 0.0164867 0.00891325 0.00646595 0.00595546 0.0103798 0.0122954 0.0124636 0.00501098 0.0122927
internal_weight=0 730 640 2391 2299 322 117 92 318 178 2250 2165 2145 2102 117 85 51 205 85 1985 1888 43 97 49 140 72 782 751 53 724
internal_count=3121 730 640 2391 2299 322 117 92 318 178 2250 2165 2145 2102 117 85 51 205 85 1985 1888 43 97 49 140 72 782 751 53 724
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 1 14 2 1 2 16 2 150 1 2 47 4 2 1 3 3 0 52 15 1 4 1 13
split_gain=24.3212 3.69925 1.96518 1.88993 1.2333 1.18506 0.69905 0.68267 0.675732 0.63597 0.484157 0.636968 0.416433 0.396856 0.312914 0.308162 0.282113 0.252736 0.241935 0.292683 0.240361 0.215612 0.264159 0.195096 0.183372 0.183455 0.18273 0.16714 0.154836 0.13801
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.061854999999999993 0.31358000000000003 1.0000000180025095e-35 0.122715 -1.0000000180025095e-35 0.10648500000000001 -0.55119499999999988 0.089005000000000015 0.076935000000000017 0.0041950000000000008 0.11658 -0.030209999999999997 0.12418000000000001 0.013270000000000002 0.12958500000000003 0.015030000000000002 0.14627000000000004 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 17 8 13 -4 10 14 18 16 -8 24 20 -2 -12 21 -1 -20 23 29 -23 27 25 28 -5 -7 -6 -3
right_child=1 4 7 26 6 9 12 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013585596414062043 0.0010730640300551948 0.0006732050399752517 0.0010593620044068619 0.00071696177850473996 0.00046463670000567841 0.0011030873749464823 0.00055438918195470095 0.00071460637758166256 0.0013235492510692253 0.0007995067106400421 0.00090256408900439913 0.00075071693159074531 0.00085895327585084095 0.00021116973747030581 0.00086169476456501902 0.00084688482054227747 0.0011095929299012877 0.00092681807776292169 0.0011665175659641626 0.0011079883592336587 0.0011573550036496213 0.00090806878765665891 0.00067368732741684783 0.00089017241044653836 0.00062533054991262629 0.0006037107774170276 0.00051693932346853549 0.0010078603666291235 0.00031384898832550757 0.00047985729221885424
leaf_weight=21 115 40 34 59 96 153 45 63 76 41 28 23 28 24 30 29 263 20 965 498 92 29 51 29 28 26 25 132 36 22
leaf_count=21 115 40 34 59 96 153 45 63 76 41 28 23 28 24 30 29 263 20 965 498 92 29 51 29 28 26 25 132 36 22
internal_value=0 0.000688076 0.00110895 0.000891168 0.000584021 0.00112024 0.000505921 0.000835449 0.00114245 0.00103298 0.00113479 0.00106484 0.000671208 0.000448464 0.00105494 0.00102751 0.00108967 0.000720454 0.00114959 0.00114659 0.00106922 0.000691388 0.000758651 0.00104339 0.000479083 0.000453166 0.000657431 0.00105898 0.000423513 0.000604598
internal_weight=0 673 2448 228 445 2351 283 97 1874 477 1798 314 73 210 436 144 291 162 1484 1463 406 142 80 314 186 158 84 285 132 62
internal_count=3121 673 2448 228 445 2351 283 97 1874 477 1798 314 73 210 436 144 291 162 1484 1463 406 142 80 314 186 158 84 285 132 62
is_linear=0
shrinkage=0.00196078


Tree=6013
num_leaves=31
num_cat=0
split_feature=1 52 1 52 2 4 14 50 33 456 123 39 123 1456 3 42 484 2 131 16 1210 50 133 1211 2 3 1 1 43 131
split_gain=1.15672 0.256479 0.144535 0.111437 0.103177 0.114181 0.0844503 0.0800473 0.0825454 0.0710311 0.075041 0.0673697 0.0663386 0.0650613 0.0806906 0.0694647 0.0791359 0.0699947 0.0659855 0.0823438 0.11085 0.112622 0.111021 0.104064 0.092403 0.0922143 0.0893774 0.0864399 0.0821898 0.0812625
threshold=0.10293500000000001 -0.40967499999999996 0.14860500000000001 0.19022000000000003 0.095545000000000005 0.27044500000000005 0.076975000000000002 -0.35497999999999996 0.078905000000000017 0.083075000000000024 1.0000000180025095e-35 0.10166000000000001 0.12067000000000001 0.056265000000000009 -0.15121499999999996 0.08426500000000002 -0.081869999999999984 0.085855000000000015 0.090690000000000007 -0.082039999999999988 -0.07983999999999998 0.10956 0.091410000000000005 0.10406000000000001 0.084885000000000002 -0.084074999999999997 0.091785000000000019 0.085110000000000005 -0.014584999999999999 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 13 -3 12 10 11 -6 -9 14 -1 17 -17 -15 19 24 25 23 -23 29 26 -21 28 -26 -16 -22
right_child=1 2 -4 -5 9 -7 -8 8 -10 -11 -12 -13 -14 15 18 16 -18 -19 -20 20 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0049692535984583877 0.011227760786410943 0.011838178941980006 0.0012495648081633538 0.010093561517784283 0.010044613575327706 0.0039098586887121199 0.014705893967930282 0.005343381271748741 0.010982699964195491 0.015593263988848777 0.0051736184672729396 0.0042699136416472138 -0.00040789881382980158 0.011957959355121214 0.017795065612616866 0.0090018476604631064 0.01468402782108548 0.018665907984333381 0.01273658865103044 0.00046824903803921886 0.011278728926384429 0.0015367769256786066 0.010125863783554559 0.0040587660007242281 0.011137993628949766 0.0096336608286947019 0.0081187329705183706 0.0053957675712118895 0.012927718427161426 0.0052223960524829839
leaf_weight=22 93 20 68 63 532 21 71 446 25 20 37 21 21 28 44 57 43 35 205 21 603 27 34 22 273 23 30 29 164 23
leaf_count=22 93 20 68 63 532 21 71 446 25 20 37 21 21 28 44 57 43 35 205 21 603 27 34 22 273 23 30 29 164 23
internal_value=0 0.00631924 0.0056093 0.00612488 0.0108543 0.0112398 0.0113276 0.00563655 0.00538445 0.00973228 0.0095336 0.00982532 0.00508476 0.0111851 0.0109815 0.0130837 0.0114452 0.0156846 0.0110698 0.0108055 0.0101297 0.010432 0.00632414 0.0108186 0.0117479 0.00525926 0.0132214 0.0105866 0.0139573 0.0110562
internal_weight=0 736 643 575 2385 1775 1754 512 492 610 590 553 467 1683 1520 163 100 63 1498 1293 753 709 61 648 540 44 238 302 208 626
internal_count=3121 736 643 575 2385 1775 1754 512 492 610 590 553 467 1683 1520 163 100 63 1498 1293 753 709 61 648 540 44 238 302 208 626
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=31
num_cat=0
split_feature=1 4 457 3 0 2 49 44 3 52 1451 3 4 3 43 43 131 10 43 43 123 2 2 48 48 4 52 51 16 1429
split_gain=0.938749 0.23374 0.210399 0.116246 0.0979908 0.0971104 0.0820428 0.0996098 0.0724127 0.084822 0.0698927 0.0726497 0.103673 0.068213 0.0714449 0.0638799 0.0950407 0.083753 0.0635539 0.0901073 0.0794291 0.0607035 0.0716219 0.0531839 0.0502212 0.0940234 0.0915011 0.0510683 0.0646174 0.107509
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 -0.07793499999999999 0.22582000000000002 0.25063000000000007 0.11560500000000001 1.0000000180025095e-35 -0.13309499999999996 0.12418000000000001 0.089825000000000002 0.092670000000000016 -0.059649999999999988 -0.076514999999999986 -0.029804999999999995 0.0061450000000000003 0.023795 -0.0026549999999999994 0.10366000000000002 -0.072864999999999985 0.087505000000000013 0.14285500000000004 -0.0050599999999999994 0.085485000000000019 0.091840000000000019 -0.50940999999999981 0.091820000000000013 -0.22411499999999998 0.042200000000000008 0.083810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 8 7 10 -3 18 11 15 -13 -8 -15 17 -17 -1 19 20 -10 22 -5 -4 25 -19 -26 -27 -29 -30
right_child=1 5 23 21 -6 -7 13 -9 9 -11 -12 12 -14 14 -16 16 -18 24 -20 -21 -22 -23 -24 -25 26 27 -28 28 29 -31
leaf_value=0.00510909625088736 0.010612509940347082 0.007084738883270842 -0.001914306638924324 0.0030290804166967673 0.0028316240850836043 -0.0023702903417870402 0.0097258197128891003 0.017029021251946688 -0.0044054559781216088 0.0081819066283060245 0.014903472151075091 0.0097166048068749282 0.002739493105122272 0.0021439316033087783 0.0088790517167321274 0.0084159594458262949 0.015190938386050137 0.01596827785214109 -0.0021899779831680163 0.0047766822826815769 0.0033128232881426815 0.0032322041959942957 0.0082925395904056599 0.0041205426293890925 0.0095966282040275738 0.013841781501451761 0.00225358497351408 0.010558838882300014 0.0098070986452336827 0.0038926456031055214
leaf_weight=31 128 69 23 30 20 24 63 20 24 32 28 57 34 36 28 352 22 31 24 124 30 38 187 40 112 42 20 1268 145 39
leaf_count=31 128 69 23 30 20 24 63 20 24 32 28 57 34 36 28 352 22 31 24 124 30 38 187 40 112 42 20 1268 145 39
internal_value=0 0.00578367 0.00727263 0.00815353 0.00980142 0.00375286 0.0098613 0.0100039 0.00423786 0.00339839 0.00993948 0.00987492 0.00710977 0.00738993 0.00509055 0.00999695 0.00881449 0.0102589 0.00264061 0.00329192 -0.000117523 0.00691922 0.00756487 0.00191734 0.0103553 0.0105173 0.00848405 0.0104042 0.0103047 0.00855349
internal_weight=0 773 446 383 2348 327 2328 2201 303 234 2181 2153 91 127 64 2062 374 1688 202 178 54 255 217 63 1657 1525 132 1494 1452 184
internal_count=3121 773 446 383 2348 327 2328 2201 303 234 2181 2153 91 127 64 2062 374 1688 202 178 54 255 217 63 1657 1525 132 1494 1452 184
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 47 2 4 0 2 15 4 475 0 4 3 1 150 49 10 2 13 4 47 16 15
split_gain=28.6529 4.43564 2.76533 2.43623 1.67799 1.52825 1.08609 0.763628 0.756978 0.739761 0.733096 0.569456 0.675955 0.495039 0.468329 0.426308 0.363707 0.328934 0.486942 0.326186 0.307689 0.285591 0.205521 0.19462 0.192979 0.189269 0.188894 0.188317 0.187244 0.175965
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.14753000000000002 0.033845000000000007 -0.11173999999999999 0.14753000000000002 -0.097454999999999986 0.27834500000000006 -0.079029999999999975 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 0.083345000000000016 1.0000000180025095e-35 -0.053364999999999996 -1.0000000180025095e-35 0.10497000000000002 -1.0000000180025095e-35 -0.036839999999999991 0.093140000000000014 -0.12029499999999999 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 11 -6 -5 13 16 12 14 15 -1 -4 -7 -14 -19 -20 28 -18 -10 -3 -25 -17 -2 -22 -13 -15
right_child=1 2 9 8 7 10 -8 -9 22 -11 -12 20 17 29 -16 25 21 18 19 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00099008760692111857 0.00096438483601691671 0.00028675639832736414 0.00044457480325089661 0.00083093721389495515 0.00082987736960992862 0.00099188617034708408 0.0011613023546648013 0.00045676318556526861 0.00057133314148184538 0.00051249431305475785 0.0005120561634695608 0.00092699864798901125 0.0009626446106638897 0.00020097467697946828 0.00065503710563199157 0.00016406932061115967 0.00082417861250781645 0.0011765233695964375 0.00070230924125228608 0.00090039689103752775 0.00053941861781127312 0.00061454922420743066 0.00034664005073866707 0.00060483838395014697 0.0004164394106571082 0.00035225090313061649 0.00075276128071195933 0.00078505027138329791 0.00074976038318337666 1.8103096058090846e-05
leaf_weight=23 50 38 40 34 71 47 79 30 34 34 30 75 1173 32 53 86 335 23 35 368 20 27 29 24 162 27 24 30 33 55
leaf_count=23 50 38 40 34 71 47 79 30 34 34 30 75 1173 32 53 86 335 23 35 368 20 27 29 24 162 27 24 30 33 55
internal_value=0 0.000442855 0.000386904 0.000899678 0.000509232 0.000912242 0.000936197 0.000719051 0.000595152 0.000241808 0.000807911 0.000926495 0.000937109 0.000203461 0.000756434 0.000270613 0.000829612 0.000945697 0.00089903 0.000883193 0.000813968 0.000808543 0.000467903 0.000414625 0.000440749 0.000209033 0.00089575 0.000686798 0.000872843 8.53662e-05
internal_weight=0 673 599 2448 325 2351 1912 101 97 274 439 1833 1675 240 76 153 409 1599 426 403 158 362 63 224 186 113 74 50 108 87
internal_count=3121 673 599 2448 325 2351 1912 101 97 274 439 1833 1675 240 76 153 409 1599 426 403 158 362 63 224 186 113 74 50 108 87
is_linear=0
shrinkage=0.00196078


Tree=6016
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 4 4 15 11 42 14 13 131 2 15 16 151 40 1186 4 15 160 2 151 39 2 11 47
split_gain=17.9108 2.74678 1.71635 1.49079 0.937572 0.708454 0.771304 0.69887 0.603903 0.477627 0.465241 0.433389 0.375135 0.353175 0.338873 0.336363 0.309594 0.254241 0.252169 0.218709 0.214958 0.225111 0.234173 0.423585 0.217255 0.187282 0.180909 0.205857 0.176972 0.174776
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.14285500000000004 0.40945500000000007 0.40124500000000002 0.40473500000000007 0.024640000000000006 1.0000000180025095e-35 -0.076394999999999977 -1.0000000180025095e-35 -0.077799999999999994 0.086835000000000009 0.31358000000000003 -0.0058549999999999991 0.10246000000000001 0.0014250000000000003 -0.065259999999999999 0.060550000000000007 -0.46376499999999993 -0.0072999999999999992 -0.080719999999999986 0.10222000000000002 -0.088784999999999989 0.08456000000000001 -0.0091949999999999983 0.082245000000000013 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 6 19 9 29 12 -11 -5 -1 16 15 -7 -14 25 20 -3 21 -15 24 -24 -23 -2 -13 -28 -12 -4
right_child=1 5 8 11 -6 14 -8 -9 -10 10 28 26 13 18 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010611411446493088 0.00059848577697195254 0.00038167010554495979 0.00087247268897369668 0.00085212282078161517 0.00057960907438636027 0.00022414030075459335 0.00029776930839640832 0.00052363945991470442 0.00050788700544074469 0.00087925856063195953 0.0011160258756345496 0.00037907570231806778 0.00087748024159056302 0.00089948069915007586 0.00043153863876672883 -6.4190494207044449e-05 0.00070409718416784102 0.00069185205680482535 0.00057852932562430697 0.00061945333000728415 0.00065766670980510976 0.00084297564473580059 0.00047826548335233739 0.00081849266592877229 0.00074639924138758247 0.00043548508967667358 0.00044037038275587651 0.00068728408014623083 0.00089509281667322319 0.00072244491796225865
leaf_weight=27 32 20 72 21 48 70 99 24 32 1030 46 21 500 94 22 20 43 20 20 58 37 270 24 34 134 177 21 34 20 51
leaf_count=27 32 20 72 21 48 70 99 24 32 1030 46 21 500 94 22 20 43 20 20 58 37 270 24 34 134 177 21 34 20 51
internal_value=0 0.00047983 0.000588501 0.000841007 0.000850836 0.000335435 0.00041266 0.000856489 0.000747839 0.000859994 0.000889485 0.00060279 0.000832672 0.000827335 0.000213392 0.000160067 0.00086375 0.000480653 0.000795079 0.000558483 0.000802383 0.000812013 0.000794217 0.000677709 0.000810943 0.000460442 0.000533895 0.000593008 0.00104908 0.000810266
internal_weight=0 673 384 2448 2351 289 177 2303 155 2279 1096 97 1183 1156 112 90 543 229 613 78 593 556 462 58 404 209 76 55 66 123
internal_count=3121 673 384 2448 2351 289 177 2303 155 2279 1096 97 1183 1156 112 90 543 229 613 78 593 556 462 58 404 209 76 55 66 123
is_linear=0
shrinkage=0.00196078


Tree=6017
num_leaves=31
num_cat=0
split_feature=1 4 155 124 2 150 0 14 16 1 15 376 14 43 4 13 484 1 15 1 151 44 0 4 4 49 15 0 133 133
split_gain=1.01101 0.213247 0.124927 0.106514 0.100099 0.0977147 0.136377 0.0910851 0.211155 0.087977 0.108324 0.0771714 0.0631937 0.0662983 0.0987988 0.0624897 0.0619702 0.0584562 0.0566083 0.0564989 0.0550765 0.0549479 0.0862702 0.142777 0.0804834 0.0802702 0.0720568 0.0700231 0.0692144 0.0636388
threshold=0.10337500000000001 0.26790000000000008 0.10158500000000002 -0.076779999999999987 0.13404500000000005 0.092390000000000014 -0.026509999999999995 -0.42495999999999995 -0.23935499999999996 0.11392000000000001 -0.097454999999999986 0.084985000000000019 0.062655000000000016 -0.52440999999999993 -0.52556499999999995 -0.0075049999999999987 -0.051889999999999999 0.11181500000000001 0.090455000000000021 0.107145 -0.08483499999999998 1.0000000180025095e-35 -0.10836499999999999 0.0033150000000000007 0.022185000000000003 -0.007794999999999999 -0.008624999999999999 -0.097734999999999989 0.11524500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 11 12 6 16 15 9 17 -11 -1 13 -5 -15 -3 -2 19 -14 -9 -18 22 23 26 27 -25 -16 -24 -26 -27
right_child=1 7 -4 4 -6 -7 -8 8 -10 10 -12 -13 18 14 21 -17 20 -19 -20 -21 -22 -23 24 25 28 29 -28 -29 -30 -31
leaf_value=0.0051858186764277628 0.011974735502276179 0.0046061716425336071 0.011435368851487542 0.0043927131406962874 0.0056597660366939952 0.0028954458781269947 0.002150030192637513 0.0084404725947284289 -0.0064569465075196191 0.0036797070295350367 -0.0034664108327124273 0.011931667184795845 0.015168883292547739 0.015606484689686279 0.0063983964826911689 0.010623174409348783 0.0040289313234906227 0.01130574643611908 0.009963796641583228 0.0010139196307864041 0.0083656432663215107 0.014661280144579137 0.014855076420520034 0.0064769788815235534 0.0090116515284380579 0.0093610631740268548 -0.00095296974410302943 0.010336895572132535 0.0034309036913327874 0.015737715904633031
leaf_weight=74 38 45 61 20 49 61 43 21 22 140 25 22 48 33 40 28 36 21 37 20 157 26 35 38 153 34 20 1719 26 29
leaf_count=74 38 45 61 20 49 61 43 21 22 140 25 22 48 33 40 28 36 21 37 20 157 26 35 38 153 34 20 1719 26 29
internal_value=0 0.005719 0.00727303 0.00999547 0.0101313 0.00651511 0.00732094 0.00380783 0.00289717 0.00380373 0.00259696 0.00673174 0.0102283 0.0101237 0.0101769 0.00691406 0.0082835 0.00701531 0.0129031 0.00481776 0.00755672 0.0100924 0.0100357 0.00781162 0.0102209 0.0101069 0.00394794 0.0104271 0.00820104 0.0122963
internal_weight=0 718 396 2403 2307 335 274 322 249 227 165 96 2258 2173 2153 73 231 62 85 41 193 2120 2094 161 1933 101 60 1754 179 63
internal_count=3121 718 396 2403 2307 335 274 322 249 227 165 96 2258 2173 2153 73 231 62 85 41 193 2120 2094 161 1933 101 60 1754 179 63
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 1 14 2 457 1 12 10 3 475 47 4 1 2 10 1 0 4 49 132 2 133 160 0
split_gain=18.325 2.25487 2.10394 1.34296 1.15646 0.692231 0.576647 0.569022 0.542087 0.467948 0.558814 0.340061 0.379076 0.327897 0.295105 0.254381 0.241114 0.236522 0.227116 0.215271 0.204856 0.200005 0.187242 0.169811 0.161151 0.160963 0.164249 0.359944 0.155964 0.149827
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.40124500000000002 0.09253500000000002 0.076975000000000002 0.13501500000000002 0.080930000000000016 0.089625000000000024 0.085885000000000017 -0.014199999999999999 -0.05647499999999999 -0.069854999999999987 0.08265500000000002 -0.55119499999999988 0.14089500000000002 0.092365000000000017 -0.38124499999999995 0.10538500000000002 -0.095504999999999993 -0.0070899999999999991 -0.078034999999999979 0.08696000000000001 0.11144000000000001 0.085635000000000003 1.0000000180025095e-35 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 8 13 23 -4 11 10 15 17 16 20 -15 -6 28 -1 -7 -19 -3 -17 -14 -5 -9 26 27 -2 -13 -11
right_child=1 5 7 6 9 18 -8 24 -10 29 -12 12 22 14 -16 21 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010800292732031373 0.00075473605831658918 0.00025034543372794707 0.00078571023335712595 0.00089481054644044 0.00091685506731572781 0.00066603047458066748 0.00049352566557328711 0.00057202608404360075 0.0010354605820638682 0.00070039487648058062 0.00054376885588168066 0.00050363056246697168 0.00068383287627188155 0.0005056388767472669 0.0002935062366196565 0.00079572629704462356 0.00084956080093315787 0.00088661832382296165 0.00039035037516013665 0.00082635051816416978 2.6120069344553239e-06 0.00059359235944701175 0.00085850647931738752 0.00072539683650521666 0.00039260727969125145 0.00030540880545654533 0.00044440025904675108 0.00042749754784508748 0.00073208244517445557 0.00048053409303025783
leaf_weight=22 24 33 34 46 66 27 29 38 75 22 34 27 26 30 158 319 22 1205 20 281 21 20 255 45 39 21 108 28 20 26
leaf_count=22 24 33 34 46 66 27 29 38 75 22 34 27 26 30 158 319 22 1205 20 281 21 20 255 45 39 21 108 28 20 26
internal_value=0 0.000454675 0.000838405 0.000573451 0.000850513 0.000330966 0.000734303 0.00057444 0.000872027 0.000765116 0.000785214 0.00086543 0.000810368 0.000288675 0.000327357 0.000805484 0.000680145 0.00087821 0.00054872 0.000875222 0.000154005 0.000783801 0.000842345 0.000811035 0.000481152 0.000466809 0.000487993 0.000578531 0.000600844 0.000581304
internal_weight=0 590 2531 301 2420 289 120 111 1933 487 439 1858 350 242 188 405 69 1508 47 1486 54 339 281 91 77 181 160 52 47 48
internal_count=3121 590 2531 301 2420 289 120 111 1933 487 439 1858 350 242 188 405 69 1508 47 1486 54 339 281 91 77 181 160 52 47 48
is_linear=0
shrinkage=0.00196078


Tree=6019
num_leaves=31
num_cat=0
split_feature=1 4 3 47 48 50 0 47 133 403 14 157 0 49 44 149 3 3 3 4 4 132 2 484 3 43 447 43 131 2
split_gain=0.927684 0.227026 0.147026 0.11391 0.134671 0.130085 0.0937955 0.0915488 0.0913217 0.0836101 0.0807092 0.0780558 0.0809174 0.074386 0.079964 0.0655524 0.066695 0.0644317 0.0643697 0.0798361 0.110235 0.0627953 0.0945416 0.0626763 0.0594396 0.0562778 0.0542675 0.0612951 0.0777478 0.0697615
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 0.080455000000000013 -0.081134999999999999 0.10616500000000001 0.18019500000000002 0.14174500000000004 0.0068000000000000014 -0.0059799999999999992 -0.46825999999999995 -0.06457499999999998 -0.23001499999999997 0.11560500000000001 1.0000000180025095e-35 0.07770500000000001 -0.0087149999999999988 1.0000000180025095e-35 0.090900000000000009 -0.059649999999999988 0.0049200000000000008 0.10365500000000001 0.15950500000000004 -0.063689999999999983 -0.076514999999999986 -0.029804999999999995 0.084065000000000015 0.0016850000000000001 0.023795 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 9 13 8 23 -6 -11 -12 -13 14 18 16 -14 -18 26 -20 -21 22 -4 -5 -15 -26 27 -1 29 -29
right_child=1 2 21 7 5 -7 -8 -9 -10 10 11 12 15 24 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.010256963208720363 0.010751513472253768 0.012196413838081873 0.0023127803107767944 0.014410957934645316 -0.0023718413231628285 0.010314641712289869 0.0038767882822347542 0.0019012627293072317 0.0035897183524051298 0.009719497793776101 -0.0013346020864056689 0.0096318768672645095 0.0044167748827021571 0.0095269015047787925 0.016129886209964753 0.0086297246899145353 -0.0029478910989288627 0.0029556222780443291 0.0096017957528425971 -0.0013990926882252097 0.0089744316680090766 0.005773006027949782 -0.0054348925106404797 0.0087415941823005255 0.0025847670609234936 0.0085623862230152416 0.0065759431153613454 0.0098389603855724619 0.014415083484103284 0.0071586425364189316
leaf_weight=1609 78 23 63 24 21 33 28 23 29 24 28 25 144 63 20 24 29 51 62 20 21 29 21 104 36 28 48 202 24 187
leaf_count=1609 78 23 63 24 21 33 28 23 29 24 28 25 144 63 20 24 29 51 62 20 21 29 21 104 36 28 48 202 24 187
internal_value=0 0.00563595 0.00506183 0.00570272 0.00476658 0.00431569 0.00962995 0.00779344 0.00865663 0.00374354 0.00413869 0.0036937 0.00420943 0.00969939 0.00983565 0.00366281 0.00313064 0.000815599 0.00977772 0.00733779 0.00391418 0.00176097 0.000375862 0.0098046 0.0073464 0.00519998 0.00989913 0.00997802 0.00889128 0.00855048
internal_weight=0 773 695 582 402 379 2348 180 157 346 325 301 273 2320 2193 248 224 80 2173 103 41 113 84 128 127 64 2070 2022 413 389
internal_count=3121 773 695 582 402 379 2348 180 157 346 325 301 273 2320 2193 248 224 80 2173 103 41 113 84 128 127 64 2070 2022 413 389
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 47 2 2 4 1 2 4 2 475 2 47 4 52 0 481 1 447 49 0 1 13
split_gain=55.82 8.3491 5.07323 4.46336 3.23713 2.60096 1.56046 1.46758 1.32937 1.23654 1.16271 0.832011 0.773386 0.741715 0.802293 0.726476 0.45827 0.396465 0.374815 0.3242 0.298784 0.289912 0.264441 0.245742 0.229598 0.216504 0.203095 0.202297 0.19055 0.187524
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.14122000000000004 0.14285500000000004 0.27287000000000006 0.089770000000000016 0.090425000000000019 0.27834500000000006 0.089525000000000007 -0.082014999999999991 -1.0000000180025095e-35 0.090100000000000013 -0.036839999999999991 -0.56022499999999986 -0.030209999999999997 -0.0066299999999999996 0.16175000000000003 0.081385000000000013 -0.053364999999999996 -0.095504999999999993 0.11669000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 19 6 13 -6 -5 11 12 15 17 16 18 -4 25 -7 -15 28 -2 -19 -23 -18 -13 -1 -10 -20 -3 -17
right_child=1 2 9 8 7 10 -8 -9 26 -11 -12 24 -14 14 -16 29 23 21 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042335647637530812 0.0042198422329098569 0.0034720670200872497 0.003513650351160432 0.0040500562496251303 0.0040461605472875478 0.0042640543832009204 0.0044744964170013056 0.0035289096364787978 0.0036717805689181426 0.0035888419363050449 0.0037204242049079946 0.003100516054125633 0.0037164331702015285 0.0039146809935235848 0.0037643158108580346 0.0031511024236375515 0.0042763619805104057 0.0042884138563211334 0.0039891272738328707 0.0036491527914363432 0.0039536879927504296 0.0040715948460463636 0.0039053717970736774 0.004139098962405878 0.0028695361217419527 0.0040323874752283325 0.0034484174220927909 0.0041713243423585622 0.0033237859151486224 0.003346555878134335
leaf_weight=997 50 148 39 34 71 43 76 30 34 34 41 78 23 28 25 77 57 21 26 33 24 297 42 417 21 21 29 237 43 25
leaf_count=997 50 148 39 34 71 43 76 30 34 34 41 78 23 28 25 77 57 21 26 33 24 297 42 417 21 21 29 237 43 25
internal_value=0 0.00351217 0.00343541 0.00414978 0.00360109 0.00416679 0.00419926 0.00389252 0.00373759 0.00323888 0.00403579 0.0031893 0.00406615 0.00418769 0.00410139 0.00328604 0.00420597 0.0040861 0.00413035 0.00346969 0.00413352 0.00406485 0.004051 0.00415561 0.00305152 0.00422941 0.00356896 0.00415331 0.00343868 0.00319901
internal_weight=0 673 599 2448 325 2351 1884 101 97 274 467 240 426 1808 316 141 1492 403 291 224 74 360 339 474 99 1018 63 263 191 102
internal_count=3121 673 599 2448 325 2351 1884 101 97 274 467 240 426 1808 316 141 1492 403 291 224 74 360 339 474 99 1018 63 263 191 102
is_linear=0
shrinkage=0.00196078


Tree=6021
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 1 4 14 0 15 52 4 0 4 12 1 16 12 151 12 4 12 2 157 52 3 52
split_gain=14.0973 2.36943 1.54816 1.26481 0.807208 0.729299 0.563255 0.516756 0.444976 0.404863 0.35091 0.352727 0.40871 0.333132 0.323906 0.31194 0.289989 0.375922 0.270036 0.232707 0.191262 0.187365 0.192332 0.178706 0.177553 0.148694 0.147496 0.146865 0.142873 0.132894
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 1.0000000180025095e-35 0.24564500000000003 -0.079119999999999982 -0.49013999999999996 0.08401500000000002 0.15022500000000003 -0.14771999999999999 0.11472500000000001 -0.088784999999999989 -0.094384999999999983 -0.14098499999999997 0.09320500000000001 0.098630000000000009 -0.23976499999999998 -0.07167999999999998 0.013900000000000001 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 10 18 -5 -6 11 12 -1 14 19 26 24 -18 20 -8 29 -3 -23 -19 25 28 -13 -14 -17 -4
right_child=1 2 7 8 9 -7 13 -9 -10 -11 -12 15 27 -15 -16 16 17 23 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094169525977443242 0.00080997230873373026 0.00058885987154116818 0.00028251581280740076 0.00074698502907581785 0.00075338469985053219 0.00057057691935839404 0.00086071712094882224 0.00055001002963914647 0.00047178730386954139 0.00049222697345047421 0.00095544081813875401 0.00070249350740152943 0.00072376105551525413 0.00081905421115285361 0.00048829436534363513 0.0011217672626177471 0.00058157611356985967 0.00064953656688830988 0.0001775206289592823 0.00067660794310576912 0.00051238482955401462 0.00060944049369038831 0.0004182556863977677 0.00079695197179169145 0.00076265127716630622 0.00082333650853898797 0.00084908790876989126 0.00053507231989828477 0.00091174235406973078 0.00041223991422585269
leaf_weight=20 76 40 126 37 74 48 34 37 58 33 78 27 29 110 28 20 37 34 53 118 21 23 168 451 36 33 1164 35 33 40
leaf_count=20 76 40 126 37 74 48 34 37 58 33 78 27 29 110 28 20 37 34 53 118 21 23 168 451 36 33 1164 35 33 40
internal_value=0 0.000483352 0.000442989 0.000800749 0.000532049 0.000809772 0.000814792 0.000334316 0.00057897 0.000672841 0.000826518 0.000821278 0.00069703 0.000734042 0.000682091 0.000826966 0.000792199 0.000772084 0.000301064 0.00071779 0.000336078 0.000466833 0.000441278 0.000786618 0.000878266 0.000926662 0.000845765 0.000620572 0.000990997 0.000313775
internal_weight=0 691 615 2430 338 2335 2287 277 95 107 1997 1919 84 290 180 1835 644 522 240 152 187 231 191 485 122 86 1191 64 53 166
internal_count=3121 691 615 2430 338 2335 2287 277 95 107 1997 1919 84 290 180 1835 644 522 240 152 187 231 191 485 122 86 1191 64 53 166
is_linear=0
shrinkage=0.00196078


Tree=6022
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 4 12 47 4 2 2 34 4 11 4 1 131 2 12 47 47 4 4 16 13 2 0 43 2 0
split_gain=16.6894 2.05035 1.84005 1.14974 1.14721 0.704941 0.704454 0.628722 0.528195 0.495809 0.370842 0.394909 0.34753 0.332066 0.307922 0.287646 0.269392 0.309058 0.266769 0.254921 0.234328 0.232111 0.217164 0.196901 0.18764 0.184296 0.256653 0.17693 0.325436 0.225549
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.092390000000000014 0.085055000000000006 -0.16363499999999997 0.092550000000000007 0.12958500000000003 0.40124500000000002 0.11389000000000002 0.14285500000000004 -1.0000000180025095e-35 0.033845000000000007 1.0000000180025095e-35 0.27834500000000006 0.086105000000000015 0.082750000000000004 0.31358000000000003 0.13597000000000004 0.091680000000000011 0.077555000000000013 -0.064054999999999987 -0.14098499999999997 -0.040964999999999994 -1.0000000180025095e-35 0.089005000000000015 -0.11437499999999999 -0.04890499999999999 0.11362000000000001 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 27 -5 13 10 -6 20 11 -3 18 22 -13 -15 17 -12 -8 -7 21 -1 -4 -9 -16 -24 -27 29 -29 -2
right_child=1 7 6 5 8 19 12 23 -10 -11 16 14 -14 15 24 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.00090574514217151773 0.00028267864844939836 0.0002277254603584023 0.00069074988391735126 0.00087979589833404946 0.00081112281345288519 0.00051704590542023374 0.00084694346697815098 0.00043567391517369646 0.00050724583619385659 0.00053533061213273414 0.00024456228558063806 0.0005939844085719266 0.00072985300354431158 0.0010783741549661786 0.00029311103049979527 0.00084009624349803817 0.00042639447138736059 -3.8735363815052833e-05 0.00065419050569547196 0.00071552560925672206 0.00099641006844991466 0.00076067310789477169 0.00090047035939386027 0.00068955635743252197 0.00051923080875314808 0.00065429875985080119 0.00086199577556458288 0.00070408991473243842 0.0004684261043520798 0.00050169452279197433
leaf_weight=69 29 45 22 31 91 126 574 23 29 22 57 36 142 64 43 28 20 20 29 31 33 110 956 24 21 25 269 33 71 48
leaf_count=69 29 45 22 31 91 126 574 23 29 22 57 36 142 64 43 28 20 20 29 31 33 110 956 24 21 25 269 33 71 48
internal_value=0 0.000475756 0.000841963 0.000723773 0.000589018 0.000609589 0.000865612 0.000357792 0.000737686 0.00081551 0.000317487 0.000380267 0.000817122 0.000892096 0.000448911 0.00100585 0.000223642 0.000170978 0.000837673 0.000556236 0.000844585 0.000816595 0.000883868 0.000565316 0.000367307 0.000887267 0.000844334 0.000490454 0.000543204 0.000419208
internal_weight=0 590 2531 422 301 188 2109 289 120 234 242 145 745 1364 100 92 97 77 603 157 212 179 1272 47 64 1250 294 181 104 77
internal_count=3121 590 2531 422 301 188 2109 289 120 234 242 145 745 1364 100 92 97 77 603 157 212 179 1272 47 64 1250 294 181 104 77
is_linear=0
shrinkage=0.00196078


Tree=6023
num_leaves=31
num_cat=0
split_feature=1 4 457 3 2 0 14 160 2 39 133 41 2 2 4 16 3 4 52 3 52 481 43 43 123 14 0 1 52 160
split_gain=1.16047 0.27752 0.195884 0.146371 0.0997161 0.161734 0.0971836 0.0955466 0.0944987 0.0886848 0.0945709 0.0907043 0.0783429 0.0790725 0.0762661 0.0892031 0.107194 0.0816644 0.115903 0.0755736 0.0825843 0.0699146 0.0595584 0.0756299 0.0680596 0.0588834 0.0887568 0.0995979 0.0815828 0.0813568
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.07793499999999999 0.11362000000000001 0.034820000000000011 0.062655000000000016 -0.037174999999999993 0.25063000000000007 0.056590000000000008 -1.0000000180025095e-35 0.081560000000000007 0.14285500000000004 -1.0000000180025095e-35 -0.49013999999999996 0.25084500000000004 -0.10519499999999998 -0.14098499999999997 -0.0080349999999999987 -0.13309499999999996 0.12418000000000001 0.11290000000000001 0.10366000000000002 -0.072864999999999985 0.086935000000000026 -1.0000000180025095e-35 -0.10836499999999999 0.083345000000000016 0.11808500000000001 0.085130000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 7 9 -6 19 11 -11 14 13 -5 15 16 -1 18 -16 -3 22 25 23 24 -21 -19 27 28 -27 -29
right_child=1 8 -4 12 5 -7 -8 -9 -10 10 -12 -13 -14 -15 17 -17 -18 21 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.025036503374576569 0.013987240887763619 0.0099231544531125961 0.0052073029237651516 0.0059757136506959803 0.0064168186229653663 0.0027125722950413116 0.016684950736816972 0.013175756387317961 0.00049930808406012763 0.014575897434842772 0.0075497192769961551 0.0082257604085360508 0.0056606389808860659 0.011348969146952426 0.0037305112395967753 0.013504385743988679 0.014807068778290636 0.018832156949100041 0.013416899767471478 -0.0013826477849348026 0.010947213237804752 0.0088522772683290903 0.00061241414039851295 0.0073954099865599747 0.0058899654815773366 0.015510637650512299 0.013705283780027437 0.0042747909016907218 0.0081457243079230898 0.011841234254340333
leaf_weight=20 128 69 63 32 25 21 88 128 24 30 53 33 38 190 21 50 21 21 30 22 31 32 23 122 31 53 1644 30 21 27
leaf_count=20 128 69 63 32 25 21 88 128 24 30 53 33 38 190 21 50 21 21 30 22 31 32 23 122 31 53 1644 30 21 27
internal_value=0 0.00877827 0.0103793 0.0112191 0.0132453 0.0109418 0.0134297 0.0120714 0.00653584 0.0132924 0.0100893 0.0134251 0.00985627 0.0105744 0.0135122 0.0163395 0.019797 0.0133753 0.00942839 0.007022 0.00614786 0.0134854 0.00539645 0.0060252 0.00287114 0.013568 0.0135057 0.0110006 0.0134206 0.0078589
internal_weight=0 773 451 388 2348 174 2174 153 322 2086 83 2003 260 222 1970 91 41 1879 51 298 229 1828 198 175 53 1796 1775 131 74 57
internal_count=3121 773 451 388 2348 174 2174 153 322 2086 83 2003 260 222 1970 91 41 1879 51 298 229 1828 198 175 53 1796 1775 131 74 57
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=31
num_cat=0
split_feature=1 4 3 9 0 39 52 52 3 376 130 149 49 0 15 16 4 44 4 48 16 12 52 150 42 34 0 0 160 457
split_gain=0.948454 0.140224 0.137607 0.130586 0.11285 0.0935008 0.103559 0.120273 0.0900175 0.112566 0.0993229 0.0856616 0.093459 0.104833 0.0937632 0.0836293 0.0828072 0.0808553 0.0917686 0.0775942 0.105146 0.078321 0.0733805 0.0658841 0.0624469 0.0613726 0.0609129 0.0521344 0.0500041 0.0488125
threshold=0.10920500000000001 0.26450500000000005 0.11924500000000002 -1.0000000180025095e-35 -0.10836499999999999 0.082735000000000017 -0.088204999999999992 1.0000000180025095e-35 0.149315 0.080200000000000007 -0.054924999999999995 0.07770500000000001 -0.0087049999999999992 -0.11013499999999998 -0.41396999999999995 -0.44310499999999992 -0.008819999999999998 0.081805000000000017 0.042705000000000007 -0.035774999999999994 -0.10850999999999998 0.085440000000000016 0.008405000000000001 0.094605000000000009 0.090545000000000014 -0.038779999999999995 -0.07384499999999998 -0.036484999999999997 -0.061284999999999992 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 -4 17 -7 26 9 10 -2 12 -3 15 25 -14 24 18 29 -20 21 -21 -18 -10 -12 -15 -8 -27 -22 -5
right_child=1 11 4 5 -6 6 7 -9 23 -11 16 -13 13 14 -16 -17 22 -19 19 20 28 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0052755580811450885 0.0042186004295945174 -0.0010182056464659781 0.00066737203858792784 0.012372179435535785 0.010658809274005202 0.014877440442365629 0.0078195031208451848 0.012967373142865571 0.0080920848292696142 0.0045518462587257518 0.016772341702087988 0.011311289031406584 0.006531891379833084 0.0012311544372803638 -0.00055985284588215025 0.013732408319154513 0.011474310249838306 0.017499770927760335 0.004934565404740473 0.017208853897092671 0.004299288869581439 0.011488355090278695 0.0049470731678108379 0.001657075699991905 0.010578841290057258 0.0047415092246253683 0.0018096570668813703 0.0095068269962212074 0.0095699685390549481 0.010383059410025564
leaf_weight=30 20 23 20 1887 26 27 48 33 41 34 41 24 54 27 33 23 61 27 24 29 22 137 24 26 27 58 26 38 99 132
leaf_count=30 20 23 20 1887 26 27 48 33 41 34 41 24 54 27 33 23 61 27 24 29 22 137 24 26 27 58 26 38 99 132
internal_value=0 0.00717257 0.0117349 0.0118338 0.00631471 0.0119128 0.00934329 0.00794683 0.00878085 0.00981204 0.0108458 0.00559876 0.00506321 0.00566352 0.00417329 0.0086827 0.0117121 0.0120589 0.0119958 0.0103968 0.0108536 0.0124877 0.00963133 0.00559492 0.0143132 0.00544316 0.00570794 0.00662778 0.00861166 0.0122421
internal_weight=0 554 2567 2521 46 2491 134 107 274 207 173 280 256 233 156 77 153 2357 2330 311 287 166 85 67 68 123 74 96 121 2019
internal_count=3121 554 2567 2521 46 2491 134 107 274 207 173 280 256 233 156 77 153 2357 2330 311 287 166 85 67 68 123 74 96 121 2019
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 12 4 4 4 2 4 0 0 2 11 0 1 1 15 4 15 2 1 3 16 4 40 160 4 0
split_gain=12.9309 1.52184 1.4238 0.95485 0.932624 0.558449 0.513696 0.459013 0.418808 0.395719 0.285534 0.274134 0.253977 0.246951 0.23312 0.225781 0.217924 0.217351 0.210979 0.207675 0.46944 0.238985 0.201258 0.157923 0.218653 0.156046 0.154432 0.129225 0.125303 0.1138
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.08864000000000001 0.085055000000000006 0.090285000000000018 0.27287000000000006 -0.17966999999999997 0.40124500000000002 0.14285500000000004 0.033845000000000007 1.0000000180025095e-35 -0.23194499999999998 0.10252500000000002 1.0000000180025095e-35 -0.11437499999999999 0.086105000000000015 0.16175000000000003 0.13592500000000005 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.095950000000000021 -0.14186499999999996 -0.073404999999999984 -0.0070899999999999991 -0.065259999999999999 -1.0000000180025095e-35 -0.14098499999999997 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 -2 14 9 -5 25 26 18 13 -1 22 15 -4 -16 27 23 21 -21 -14 29 -7 -25 -6 -3 -8 -26 -9
right_child=1 6 5 7 8 10 17 11 -10 -11 -12 -13 19 -15 16 -17 -18 -19 -20 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.00093519104355796771 0.00042728038238166354 0.00035905981217237076 0.00061258339260763378 0.00077122456496045379 0.00079589482057023438 0.00083431644719557971 0.00037509989674222295 0.00057761147681811072 0.00044499832615407439 0.00026698769997943617 0.00065437348228660885 0.00030271748520423468 0.00086251249140743749 0.00045324661354968347 0.00095369049366198335 0.00078801807828154892 0.0007326150203452391 8.055127833915108e-05 0.00055760911396702227 0.00073408983163420264 0.00043310135707445846 0.00061030100026697497 0.00050600025770386318 0.00077991152169538274 0.00059384248588528581 0.0006334924951098323 0.00056127160722117613 0.00024373847675080611 0.00071988443556821068 0.00075843010882974842
leaf_weight=22 181 20 29 31 46 74 39 23 29 42 171 21 52 73 60 1028 24 25 23 76 27 20 45 293 33 45 53 110 374 32
leaf_count=22 181 20 29 31 46 74 39 23 29 42 171 21 52 73 60 1028 24 25 23 76 27 20 45 293 33 45 53 110 374 32
internal_value=0 0.000418571 0.000740914 0.000636949 0.00051615 0.000761717 0.000316941 0.000549675 0.000650194 0.000418627 0.000727076 0.000514273 0.000736627 0.000539953 0.000791106 0.000783205 0.000890526 0.000249735 0.000742675 0.000711664 0.00065519 0.000792454 0.000603248 0.000748175 0.000739068 0.000715586 0.000505871 0.000278122 0.000709665 0.000682815
internal_weight=0 590 2531 422 301 2109 289 225 120 115 968 194 197 173 1141 1057 84 174 797 175 103 72 100 774 700 91 73 149 407 55
internal_count=3121 590 2531 422 301 2109 289 225 120 115 968 194 197 173 1141 1057 84 174 797 175 103 72 100 774 700 91 73 149 407 55
is_linear=0
shrinkage=0.00196078


Tree=6026
num_leaves=31
num_cat=0
split_feature=1 2 3 30 1 4 0 1 51 2 9 484 13 2 480 43 457 3 132 52 2 4 3 14 50 50 4 403 3 1
split_gain=0.852039 0.18737 0.130341 0.124309 0.110278 0.104266 0.0875449 0.0843372 0.0833798 0.0800062 0.0926928 0.079364 0.0718695 0.078581 0.0695444 0.0692042 0.0888196 0.073938 0.066625 0.0659693 0.0742151 0.063806 0.0605028 0.068532 0.060302 0.0982042 0.0911093 0.0700259 0.0706734 0.0691882
threshold=0.11353000000000001 0.10045500000000002 0.30112000000000005 0.086065000000000016 0.10984500000000001 -0.036839999999999991 -0.14454499999999995 0.090540000000000023 -0.40274499999999996 -0.0091949999999999983 0.09055500000000001 -0.020124999999999994 -0.39067499999999994 0.13404500000000005 -0.068944999999999992 -0.04890499999999999 0.091945000000000013 0.11658 0.10365500000000001 0.26521500000000003 0.086675000000000016 -0.023539999999999995 0.12745000000000004 -0.46166999999999997 0.082725000000000007 0.089915000000000009 -0.081374999999999989 -1.0000000180025095e-35 -0.084964999999999985 0.088770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 -2 15 14 -7 10 -9 -11 -8 -14 21 -3 17 -17 -4 24 -21 -1 23 -10 29 26 -26 -27 -29 -16
right_child=2 6 18 -5 -6 8 12 9 22 11 -12 -13 13 -15 19 16 -18 -19 -20 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.018000510933272769 0.011320989549089715 0.0039448946387932197 0.0019343565348261859 0.0046589024580532207 0.018698235228657722 0.011159322559765048 0.0046612521905141568 0.0026352087453264616 0.0097278273379009586 0.01523224457421086 0.011484471035655589 0.010028510289853226 0.010740859409270343 0.0067188664794560864 0.011628776715968027 0.014769528633249658 0.0042831038754364411 0.0068086574960034346 0.0075586693344770793 0.0040605569395914002 0.010512638473935907 0.011376621387898923 0.010198705102084205 0.0046747401116299441 0.013915571970497503 0.0082498779091493869 0.022254082085564734 0.016656402428634465 0.011753820307838087 0.0077165839361383569
leaf_weight=33 53 46 85 27 21 34 24 29 31 33 20 262 416 55 1184 28 27 20 28 22 94 26 29 200 38 38 20 40 111 47
leaf_count=33 53 46 85 27 21 34 24 29 31 33 20 262 416 55 1184 28 27 20 28 22 94 26 29 200 38 38 20 40 111 47
internal_value=0 0.0109387 0.00627775 0.0113993 0.0114894 0.00723834 0.0094098 0.0114136 0.00650235 0.00998908 0.00624715 0.0106106 0.0099992 0.0102712 0.0117101 0.00699859 0.00887152 0.0114525 0.00332799 0.0115853 0.00928897 0.0150815 0.00589336 0.00535286 0.0117655 0.0131915 0.0167909 0.0120869 0.0130525 0.0114794
internal_weight=0 2661 460 2045 2018 347 616 1997 294 344 49 295 495 471 1653 121 75 48 113 1594 116 59 260 231 1478 247 58 189 151 1231
internal_count=3121 2661 460 2045 2018 347 616 1997 294 344 49 295 495 471 1653 121 75 48 113 1594 116 59 260 231 1478 247 58 189 151 1231
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 2 4 14 1 48 1 52 2 52 49 1 12 1427 49 0 4 1 4 42 157 150 13 4
split_gain=26.6204 4.31305 2.52225 1.75975 1.58362 1.36096 0.926813 0.69473 0.666252 0.659432 0.649907 0.526559 0.522102 0.479564 0.443896 0.432577 0.429907 0.400148 0.338181 0.325724 0.284292 0.24938 0.271375 0.298984 0.245234 0.217925 0.237125 0.211521 0.209154 0.199356
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.091265000000000013 -0.025214999999999998 0.14122000000000004 -0.16363499999999997 0.062655000000000016 0.092845000000000025 -0.015314999999999997 0.086920000000000011 0.056145000000000007 0.11362000000000001 -0.52606999999999993 -0.054984999999999992 0.12205500000000001 0.08401500000000002 1.0000000180025095e-35 -0.053364999999999996 0.18019500000000002 -0.013514999999999998 0.093100000000000002 -0.0019149999999999998 -0.11051499999999999 -0.0048549999999999991 0.082565000000000013 -0.47860499999999995 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 17 11 -8 12 -4 -7 -1 28 -10 -2 -17 -3 24 21 -12 22 25 -24 -14 -13 -27 -5 -6 -20
right_child=1 4 10 27 13 7 8 -9 14 -11 20 19 18 -15 -16 16 -18 -19 29 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010764772050535149 0.001083172304567948 0.0005146983742966712 0.0009077603994633274 0.00051165757867434596 0.00022512702470067392 0.00072897272001878888 0.00095858378226266181 0.00071365939429192838 0.00070469730197131135 0.0012591281235406551 0.00070788494530996885 0.001214945383098613 0.00068965707909938447 0.00042312670563000675 0.0004905859442687425 0.00060229431889972094 0.00091836034217751051 0.00032978828968727056 0.001030966895373334 0.001226529723901152 0.00043779520829226456 0.00076291979747075656 0.00096169615609182149 0.00074667344390588481 0.00094816050727074958 0.0011280080362649737 0.00098816851010983175 0.00074267289217780613 -1.112733164108267e-05 0.0008526949703603488
leaf_weight=1029 45 89 37 64 34 32 20 41 63 62 31 21 21 32 91 21 78 91 333 21 29 20 314 27 43 55 306 20 25 26
leaf_count=1029 45 89 37 64 34 32 20 41 63 62 31 21 21 32 91 21 78 91 333 21 29 20 314 27 43 55 306 20 25 26
internal_value=0 0.00057291 0.00101323 0.000792204 0.000460553 0.00102602 0.000519858 0.000962568 0.000621902 0.00106109 0.000703378 0.000975389 0.00105264 0.000229848 0.000578177 0.000923771 0.000851316 0.000421216 0.000994647 0.00098571 0.000577342 0.000978903 0.000984878 0.000944671 0.000863339 0.00102077 0.00100947 0.000566661 0.000125019 0.00101806
internal_weight=0 673 2448 228 445 2351 354 837 174 1514 97 796 1452 91 154 144 99 180 423 764 60 743 723 341 64 382 361 84 59 359
internal_count=3121 673 2448 228 445 2351 354 837 174 1514 97 796 1452 91 154 144 99 180 423 764 60 743 723 341 64 382 361 84 59 359
is_linear=0
shrinkage=0.00196078


Tree=6028
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 2 4 1 0 1 12 4 47 131 2 47 4 12 16 43 2 160 4 481
split_gain=27.6223 4.24671 2.80833 2.27721 1.54976 1.35774 0.797361 0.771204 0.695617 0.674053 0.588318 0.499106 0.494323 0.659182 0.463559 0.456974 0.556935 0.437431 0.308786 0.298039 0.404918 0.248472 0.219469 0.208164 0.203679 0.202468 0.202368 0.191584 0.170371 0.161743
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.092845000000000025 0.13501500000000002 0.14285500000000004 -0.013125 0.093100000000000002 0.14486500000000005 0.086920000000000011 0.08401500000000002 0.27834500000000006 0.081320000000000017 0.082750000000000004 0.31358000000000003 0.090100000000000013 0.042705000000000007 0.095780000000000018 -0.013024999999999998 0.0034250000000000005 0.089885000000000007 -0.067824999999999983 -0.036839999999999991 -0.00080999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 21 6 15 -6 11 -5 12 17 14 23 25 26 18 -4 24 20 -13 -3 -18 -14 -17 -7 -1 -19 -2 -28
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 19 13 -15 -16 16 22 27 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0010917336698177829 0.0010866593017297632 0.00052771148483304485 0.00059172661371937403 0.00094058869508251543 0.00095954722575935928 0.0010907883998315618 0.0012717241328470512 0.00059291634745165412 0.00063985137055674196 0.00060408776470770428 0.00075052460241648879 0.00026106814497598341 0.0010140373168364785 0.00066428869545292785 0.00080515028346874232 0.00064808421226498342 0.0010481387523311183 0.00050506603134715033 0.0010528548332113846 0.00044728793934279798 -6.1770904507926281e-05 0.00071447562271108225 0.00086113033453803257 0.00089500186140732381 0.0008936978048261474 0.00096653333619116627 0.0011415857755009782 0.00030172175829377154 0.00088567953386337929 0.0010157333990574789
leaf_weight=931 50 190 39 37 71 195 70 32 34 60 48 59 111 35 31 27 335 23 20 20 20 32 26 115 25 68 46 79 24 268
leaf_count=931 50 190 39 37 71 195 70 32 34 60 48 59 111 35 31 27 335 23 20 20 20 32 26 115 25 68 46 79 24 268
internal_value=0 0.000578331 0.000523586 0.00102686 0.00064686 0.00103901 0.00106669 0.000845642 0.000377366 0.000732444 0.000958783 0.00034018 0.000976795 0.000914688 0.00103193 0.00105813 0.00100326 0.000415106 0.000845803 0.000233468 0.000179337 0.000554632 0.00103467 0.000953466 0.000766168 0.00105866 0.00107722 0.000347574 0.00102148 0.00103417
internal_weight=0 673 599 2448 325 2351 1748 103 274 97 603 240 555 261 294 1678 433 141 72 99 79 222 361 226 52 263 1245 102 74 314
internal_count=3121 673 599 2448 325 2351 1748 103 274 97 603 240 555 261 294 1678 433 141 72 99 79 222 361 226 52 263 1245 102 74 314
is_linear=0
shrinkage=0.00196078


Tree=6029
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 47 1 2 16 10 1 0 150 16 1 3 12 4 47 15 0 4 13 2 1 4 47 4
split_gain=31.846 4.79624 3.12863 2.73341 1.58003 1.17965 1.13986 1.12575 0.957707 0.805476 0.638583 0.603623 0.512169 0.559698 0.465065 0.335332 0.291513 0.288284 0.276183 0.370627 0.248385 0.237368 0.440139 0.333243 0.207879 0.196907 0.19559 0.193681 0.169954 0.162921
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.14122000000000004 -0.061854999999999993 -0.014199999999999999 0.089625000000000024 -0.10836499999999999 1.0000000180025095e-35 0.10246000000000001 0.097525000000000014 -0.026224999999999995 0.087695000000000009 -0.51253999999999988 0.078345000000000012 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 0.049530000000000012 0.13093500000000002 0.14173500000000003 0.018150000000000003 0.10350500000000001 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 28 12 11 -5 14 -9 26 18 -14 16 20 -6 25 19 -1 -2 -21 23 -23 -15 -13 -3 -24 -4 -11
right_child=1 7 5 8 9 -7 -8 10 -10 29 -12 17 13 24 -16 -17 -18 -19 -20 21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014163796048538358 0.00054866592878220126 0.00028261908649594762 0.0011109989049209359 0.0010279311303311427 0.0010124540464314814 0.00062704159531231014 0.0013535617787153319 0.00044268337984430307 0.00061959078053689027 0.00060417389460638458 0.00080227702777096381 0.00067666821802655857 0.00081565271585263709 0.0010926069234155247 0.00077101133544655405 0.00084422504766752898 0.0011579283650087959 0.00034839189626533574 0.0010994454334789328 0.0013424131368228948 0.00073181598209867292 0.00086797071030695987 0.0011605141467042859 0.0011757468921241084 0.00094040671180860671 0.00040152371641905872 2.2469006844011009e-05 0.00099954324415306634 0.00096305505741747105 0.00085145223826643018
leaf_weight=20 175 20 72 34 307 32 79 39 63 20 37 20 37 251 27 20 64 128 690 23 34 38 683 21 40 20 25 30 51 21
leaf_count=20 175 20 72 34 307 32 79 39 63 20 37 20 37 251 27 20 64 128 690 23 34 38 683 21 40 20 25 30 51 21
internal_value=0 0.00060368 0.000747281 0.00108529 0.00109859 0.000962407 0.00112295 0.000412875 0.00076272 0.00099251 0.000617749 0.000339775 0.00111301 0.0010428 0.00101947 0.000601672 0.00103755 0.000393798 0.00112831 0.00115275 0.000578461 0.00114612 0.00114027 0.000977518 0.00107169 0.000539096 0.000138091 0.00115374 0.00104966 0.000730829
internal_weight=0 673 384 2448 2351 155 1912 289 97 439 76 213 1833 328 398 229 371 168 1505 815 209 795 772 59 291 40 45 713 123 41
internal_count=3121 673 384 2448 2351 155 1912 289 97 439 76 213 1833 328 398 229 371 168 1505 815 209 795 772 59 291 40 45 713 123 41
is_linear=0
shrinkage=0.00196078


Tree=6030
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 4 2 1 1 2 475 52 52 0 16 0 47 2 2 4 4 475 52 1420 4
split_gain=19.2971 3.0438 1.93863 1.70729 1.14828 1.01857 0.834145 0.657886 0.603586 0.563252 0.556652 0.494253 0.348204 0.311274 0.23355 0.202782 0.190814 0.185911 0.230397 0.182965 0.181215 0.174494 0.172106 0.332255 0.234623 0.152258 0.144944 0.180552 0.143463 0.141395
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.091265000000000013 0.16175000000000003 0.087135000000000004 0.085730000000000015 -0.08230999999999998 -0.16675999999999999 -0.56176499999999996 0.051010000000000007 0.15891500000000003 -0.026509999999999995 0.090100000000000013 0.13754500000000003 -1.0000000180025095e-35 0.41816000000000003 -0.036839999999999991 -0.088274999999999978 0.31359500000000001 -0.080064999999999983 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 21 6 7 11 -5 12 -6 13 22 26 29 -13 -9 -17 -19 -20 -7 -3 23 -4 -25 -2 -1 28 -28 -15
right_child=1 2 9 8 10 20 -8 16 -10 -11 -12 15 -14 14 -16 17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00082710882457619856 0.00096181967620756112 0.00047915657039614482 0.00030606596116961569 0.00085554091042850799 0.00084898386400597298 0.0007587157637246099 0.00055269566455892489 0.00092193722067510379 0.0005313688293663183 0.00059339038136381884 0.00053749951013528253 0.00098112833026673253 0.00011396088347260989 0.00091476555802309236 0.00071296668628375432 0.0010327197148714189 0.001140951853621959 0.00086790889889869292 0.000591216695492341 0.00082533982224359582 0.00051691943040710407 0.000635667326951436 0.00028701210954449751 0.00065795758197364075 0.0003978541200627494 0.00077182327951091565 0.0011265839051966574 0.00081686347104273859 0.00095876630940879796 0.00079423280486734418
leaf_weight=34 50 190 66 34 71 22 24 20 63 34 32 61 27 343 27 24 65 611 21 33 26 32 93 24 30 24 20 34 944 42
leaf_count=34 50 190 66 34 71 22 24 20 63 34 32 61 27 343 27 24 65 611 21 33 26 32 93 24 30 24 20 34 944 42
internal_value=0 0.00052503 0.000478682 0.000899924 0.000581104 0.000910442 0.000916334 0.000920164 0.000644996 0.000357195 0.000752212 0.000913607 0.000323733 0.000934816 0.000889254 0.000872771 0.00108942 0.000863178 0.000857059 0.000734292 0.000627743 0.000501717 0.000350324 0.000399391 0.000513456 0.000900199 0.000953006 0.000957295 0.000962248 0.000901617
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 103 2194 240 1444 412 750 85 689 665 54 48 222 213 120 54 74 1032 998 964 385
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 103 2194 240 1444 412 750 85 689 665 54 48 222 213 120 54 74 1032 998 964 385
is_linear=0
shrinkage=0.00196078


Tree=6031
num_leaves=31
num_cat=0
split_feature=1 1 2 12 4 1 3 1456 11 12 16 0 156 31 15 1 401 43 2 1 481 13 0 39 12 12 2 15 160 12
split_gain=1.25348 0.175766 0.166093 0.127043 0.109584 0.101984 0.100758 0.0911351 0.0813111 0.18706 0.0773277 0.0752906 0.0691847 0.0684882 0.0660703 0.110106 0.101275 0.0729203 0.0653506 0.0961432 0.0737761 0.0576822 0.0812871 0.0672414 0.0568374 0.0566871 0.0645673 0.0556351 0.0553144 0.0548884
threshold=0.10920500000000001 0.13559000000000002 0.10045500000000002 0.085055000000000006 0.40124500000000002 0.090540000000000023 0.11924500000000002 -1.0000000180025095e-35 0.075910000000000019 0.09320500000000001 -0.034884999999999992 0.14486500000000005 0.096630000000000008 -0.018414999999999997 -0.040804999999999994 0.098420000000000021 1.0000000180025095e-35 0.093175000000000022 0.089005000000000015 0.086255000000000012 -0.0066299999999999996 -0.059629999999999996 -0.10474999999999998 0.11402500000000002 0.093965000000000007 0.09364500000000002 0.091265000000000013 -0.41942499999999994 -0.084454999999999988 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 24 8 11 -7 18 10 -10 14 -2 -3 15 -4 17 28 -1 20 -20 22 -15 -23 -5 -22 -27 -24 -16 -9
right_child=1 13 6 4 -6 7 -8 29 9 -11 -12 -13 -14 21 16 -17 -18 -19 19 -21 25 23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.013703782782725164 0.0065905872321398024 -0.00023368734501950122 0.011772864762329022 0.017241707156327637 0.0061088506280529229 0.016290762068496813 0.0057568677729277901 0.0092373508417411994 0.015243147301577754 0.0078837559930980215 0.022056688409712581 0.0063098724241609921 0.011659365141343686 0.0080938894449817857 0.019407724626362324 0.0069819754274982604 0.007000579379498959 0.0085805879129717752 0.016069654087602563 0.0062918383795768033 0.01135103391028348 0.010611379471313406 0.0057901184307411315 0.0040115908003197269 0.011494550797086257 0.018969228109344843 0.012946828509922383 -0.00030004143482074145 0.013821758280764932 0.011974164345970213
leaf_weight=1019 205 23 212 22 33 36 33 115 31 20 36 27 31 33 20 62 25 24 56 25 286 38 24 26 79 20 162 40 156 202
leaf_count=1019 205 23 212 22 33 36 33 115 31 20 36 27 31 33 20 62 25 24 56 25 286 38 24 26 79 20 162 40 156 202
internal_value=0 0.00739659 0.0126415 0.00865268 0.0111118 0.0130659 0.0111169 0.0115228 0.013395 0.0163707 0.0189042 0.0114532 0.0072564 0.00487075 0.0117315 0.0106888 0.0130013 0.0137514 0.0132299 0.0123504 0.0126394 0.00559996 0.00406247 0.00793022 0.0127464 0.012229 0.0136086 0.00198377 0.0144565 0.0109813
internal_weight=0 554 2567 370 134 2008 559 353 1655 87 67 526 236 184 499 274 225 200 1568 549 524 161 97 64 101 468 182 64 176 317
internal_count=3121 554 2567 370 134 2008 559 353 1655 87 67 526 236 184 499 274 225 200 1568 549 524 161 97 64 101 468 182 64 176 317
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 1 2 4 1 2 16 150 13 2 4 4 12 4 13 47 1 3 12 0 15 4
split_gain=35.4309 5.47886 3.47883 3.07071 1.91315 1.39095 1.16464 1.06875 1.04083 1.03235 0.724221 0.774304 0.563396 0.907896 0.355116 0.332129 0.325652 0.310545 0.310287 0.306983 0.293575 0.289831 0.206933 0.20566 0.202877 0.194142 0.192059 0.191639 0.475694 0.187073
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.27834500000000006 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.14960000000000004 0.40945500000000007 0.089770000000000016 0.090425000000000019 -0.040964999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0091949999999999983 -0.0073899999999999999 0.053180000000000012 0.09141500000000001 -0.51843499999999987 -0.0062949999999999994 0.10350500000000001 0.076935000000000017 -0.12018999999999998 -0.094384999999999983 -0.11173999999999999 -0.10469999999999999 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 7 10 23 12 15 -5 11 -3 20 17 -7 19 26 -14 -18 24 21 -1 -13 -4 -6 -22 -2 28 -23 -29
right_child=1 5 6 9 8 14 -8 -9 -10 -11 -12 22 13 -15 -16 -17 18 -19 -20 -21 25 27 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011387878689779287 0.00042979794886766694 0.00034986262684863424 0.00087748003366885019 0.00078067419010686078 0.00079506028103514155 0.00026985618533155318 0.00039890957657879401 0.0011172916867046533 0.00045176379379047155 0.00035671873301919234 -8.0196303120849848e-05 1.1787000980703712e-05 0.00061544370650927526 0.00042942253525788879 0.00061080918078207304 0.00057944892631734118 0.00064253317813078566 0.00085285840790968461 0.00036877800100386864 0.00070799668249469489 0.00067423947514613086 0.00100785945880873 0.00020855429549157057 0.00071331384953330539 0.00091065290032071432 0.00085744428746886822 0.00023874236151742804 0.00091892368426939677 0.0007009924945686986 0.00078831329749176637
leaf_weight=21 25 51 71 34 209 23 34 76 41 63 78 86 23 23 24 30 20 268 78 116 24 31 27 50 81 303 106 1009 52 44
leaf_count=21 25 51 71 34 209 23 34 76 41 63 78 86 23 23 24 30 20 268 78 116 24 31 27 50 81 303 106 1009 52 44
internal_value=0 0.00033922 0.0004927 0.00084721 0.000861316 0.000135289 0.000719546 0.000889535 0.000750448 0.000505322 7.53402e-05 0.000149315 0.000879908 0.000804452 0.00044396 0.000778536 0.000339157 0.000834094 0.000424646 0.000793247 0.000895874 0.000910536 5.88022e-05 0.000809643 0.000827346 0.000843998 0.000275203 0.000906316 0.000815605 0.000913466
internal_weight=0 673 384 2448 2351 289 155 1874 477 97 242 164 1798 314 47 436 229 291 98 406 1484 1157 113 121 290 327 131 1136 83 1053
internal_count=3121 673 384 2448 2351 289 155 1874 477 97 242 164 1798 314 47 436 229 291 98 406 1484 1157 113 121 290 327 131 1136 83 1053
is_linear=0
shrinkage=0.00196078


Tree=6033
num_leaves=31
num_cat=0
split_feature=1 4 1 4 2 4 14 150 52 15 1 2 147 2 0 149 14 15 1 0 50 48 16 15 16 12 156 15 474 1452
split_gain=1.19169 0.172252 0.159526 0.152235 0.113707 0.118046 0.107161 0.102717 0.101343 0.101643 0.0865856 0.0770892 0.0750962 0.0722162 0.062542 0.0625252 0.0571078 0.0590422 0.0529753 0.0507046 0.101157 0.100164 0.124515 0.1519 0.145048 0.0757785 0.0655038 0.0616398 0.0765849 0.0600092
threshold=0.10920500000000001 0.27287000000000006 0.094385000000000011 -0.16363499999999997 0.10644500000000001 -0.07168999999999999 0.062655000000000016 0.084680000000000019 1.0000000180025095e-35 0.035560000000000008 0.15471500000000002 0.14285500000000004 0.089365000000000014 0.10252500000000002 -0.067094999999999988 0.07770500000000001 -0.45687499999999998 -0.56368999999999991 0.10557500000000002 -0.079119999999999982 0.089465000000000017 0.091150000000000023 0.083160000000000026 0.084735000000000019 -0.026164999999999997 0.086345000000000019 0.090500000000000011 -0.07490999999999999 0.088125000000000009 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 6 -6 12 11 9 13 15 -2 19 14 -5 16 -3 -18 -15 26 21 22 23 24 -21 -24 29 -28 -29 -1
right_child=1 10 3 8 5 -7 -8 -9 -10 -11 -12 -13 -14 18 -16 -17 17 -19 -20 20 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.01275631906723472 0.010567334246383432 0.0080786344485686123 0.013671130422513221 0.010093562467644613 0.0040069747509227857 0.010996478813037317 0.016016593723170776 0.005567029543027918 0.012293196800164878 0.011987976143991918 0.00036783950137240547 0.0048152713001602225 0.0073809634005495665 0.0017859430207560461 0.0042285728074299795 0.010534183948766441 0.0088350079308535598 0.0034695346739410642 0.0069076370852796934 0.011914576734416187 0.014577788779938436 0.0053563606401439761 0.017849245813448687 0.011455351785443782 0.0010586326498014387 0.011904567253648066 0.014153040164992923 0.0038748614112846555 0.012066500048552241 0.016895692159111301
leaf_weight=1290 170 51 89 75 27 230 83 82 70 49 35 27 30 36 24 24 24 141 46 20 83 32 37 160 32 51 21 25 21 36
leaf_count=1290 170 51 89 75 27 230 83 82 70 49 35 27 30 36 24 24 24 141 46 20 83 32 37 160 32 51 21 25 21 36
internal_value=0 0.00679044 0.0119044 0.0100391 0.0122376 0.0102622 0.0125019 0.00854106 0.00896161 0.00794765 0.00501436 0.00977898 0.0123432 0.00685386 0.00867175 0.00569198 0.00515396 0.00424997 0.00465909 0.0124255 0.0114553 0.0106746 0.0112419 0.00992936 0.005234 0.014404 0.0127146 0.00966391 0.00761452 0.0128687
internal_weight=0 554 2567 389 2178 257 1921 279 300 230 275 197 1838 181 99 240 216 165 82 1808 415 332 300 212 52 88 1393 67 46 1326
internal_count=3121 554 2567 389 2178 257 1921 279 300 230 275 197 1838 181 99 240 216 165 82 1808 415 332 300 212 52 88 1393 67 46 1326
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 2 2 4 457 14 1 131 2 16 4 52 12 160 16 151 475 43 151 0 1 447 2
split_gain=21.8032 3.63895 2.39278 2.02097 1.08525 0.875588 0.794994 0.724091 0.698885 0.508703 0.52166 0.490867 0.467142 0.336548 0.321322 0.340659 0.304054 0.297405 0.349629 0.362207 0.279582 0.258026 0.250038 0.241248 0.228857 0.188971 0.206067 0.214836 0.186787 0.186336
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.089885000000000007 0.12958500000000003 0.40473500000000007 0.077845000000000011 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.10021000000000001 0.062655000000000016 0.091195000000000012 0.082750000000000004 0.31358000000000003 0.10246000000000001 0.04735000000000001 1.0000000180025095e-35 0.086850000000000024 -1.0000000180025095e-35 -0.040964999999999994 -0.088784999999999989 -0.08230999999999998 -0.080324999999999994 -0.086769999999999986 -0.093584999999999988 0.082005000000000008 0.081385000000000013 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 12 9 -4 -5 11 10 -3 17 13 28 15 -11 22 23 19 -19 -12 -7 -2 -6 -9 -25 -27 -28 -1 -15
right_child=1 5 6 7 8 21 -8 24 -10 14 20 -13 -14 29 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00097720423207494625 0.00065761189907789233 0.00056337064186878067 0.00090730876994250809 0.00090954439813683348 0.0010233495180303573 0.00045276251373429865 0.00056037224758434675 0.00060782952054518134 0.00065058724090359568 0.00021853078756446808 0.00048603363072170932 0.00058967362322351509 0.0011377735195285895 0.00072323220602545546 0.0004202262046472991 -7.8897724001138813e-05 0.00075117443998654683 0.0005733801666334146 0.00092959971622875136 0.00082654191581304571 0.00024737929768853316 0.0007433929170932304 0.00046927097112260625 0.00076076010442978023 0.00035893015344353282 0.0010296323374843427 0.00088940235994203567 0.0010237281395123125 0.00080233832784727503 0.00090944961520838619
leaf_weight=1095 32 43 123 28 78 23 32 49 48 57 25 20 59 23 20 20 20 28 91 97 77 24 177 32 20 55 447 51 24 203
leaf_count=1095 32 43 123 28 78 23 32 49 48 57 25 20 59 23 20 20 20 28 91 97 77 24 177 32 20 55 447 51 24 203
internal_value=0 0.000522468 0.000647549 0.000920963 0.000932407 0.000356269 0.000835683 0.000643603 0.000881112 0.000308706 0.000382234 0.00089342 0.000967006 0.000959515 0.000198792 0.000141277 0.00052021 0.000900331 0.000837143 0.000769834 0.000305873 0.00060117 0.000498108 0.000920918 0.000535685 0.00090726 0.000915737 0.000903159 0.000973454 0.000890498
internal_weight=0 673 384 2448 2351 289 155 97 947 242 145 899 1404 1345 97 77 229 879 216 125 102 47 209 663 69 585 553 498 1119 226
internal_count=3121 673 384 2448 2351 289 155 97 947 242 145 899 1404 1345 97 77 229 879 216 125 102 47 209 663 69 585 553 498 1119 226
is_linear=0
shrinkage=0.00196078


Tree=6035
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 2 1 3 3 14 4 1 15 1 3 1 52 47 0 1 47 3 3 52 1 474 42 12 13
split_gain=27.3837 4.2048 2.48029 2.19501 1.41403 1.36637 0.949869 0.739992 0.705142 0.707109 0.577877 0.454502 0.612562 0.770968 0.448739 0.696583 0.44595 0.438207 0.314414 0.304133 0.290456 0.275829 0.272344 0.350723 0.264464 0.24173 0.240364 0.254945 0.207997 0.201707
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.091265000000000013 0.11690500000000002 0.14122000000000004 0.09253500000000002 0.31370500000000007 0.076840000000000006 0.062655000000000016 -0.013514999999999998 0.086920000000000011 -0.17952999999999997 0.080270000000000022 -0.12018999999999998 0.122715 0.048770000000000008 0.10648500000000001 0.18019500000000002 0.11910500000000002 0.10019500000000002 0.0022600000000000003 0.11658 0.31359500000000001 0.13146500000000003 0.10008000000000002 -0.11051499999999999 0.095780000000000018 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 18 11 -4 9 25 14 19 28 -14 24 -16 -2 29 22 26 -5 -11 -3 -24 -1 -7 27 -6 -13 -10
right_child=1 5 7 20 6 8 -8 -9 17 21 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011066260914209471 0.0010055864934522883 0.00048572561493463474 0.0009597757395094791 0.00065425626489088644 0.0012490871017163986 0.00047906468781913777 0.00069087349325561002 0.00060083765811624554 0.00024987220889636922 0.00049670862256632358 0.0012677337844714117 0.0010171544572985763 0.0010075631332309807 0.00048117836213210964 0.00073861232210023725 0.0010462807092026251 0.00073350037424809388 0.00043505387945390561 0.00085016526647058188 0.00080366662685193275 0.0004220041176186387 0.00075428236510540435 0.00082088361737345727 0.00055901052022796105 0.00092240696387680028 0.00030654241437605661 0.0012337446527423543 0.0010269309110563501 0.00091560746361050516 1.6377280740176927e-05
leaf_weight=894 115 59 34 47 21 53 41 63 33 31 62 188 20 23 30 497 29 32 20 20 37 33 32 51 31 76 26 366 132 25
leaf_count=894 115 59 34 47 21 53 41 63 33 31 62 188 20 23 30 497 29 32 20 20 37 33 32 51 31 76 26 366 132 25
internal_value=0 0.000587327 0.00103392 0.000803852 0.0010466 0.000476388 0.000981921 0.000726651 0.000394183 0.00046102 0.00108235 0.000996912 0.00094574 0.000726008 0.00107443 0.00102877 0.000950791 0.000250855 0.000619993 0.00103981 0.000551955 0.00062952 0.000587575 0.000659974 0.00110045 0.000377424 0.00105125 0.00103899 0.000975266 0.000149228
internal_weight=0 673 2448 228 2351 445 837 97 283 193 1514 796 363 43 1452 527 144 90 162 433 84 64 142 83 925 129 413 387 320 58
internal_count=3121 673 2448 228 2351 445 837 97 283 193 1514 796 363 43 1452 527 144 90 162 433 84 64 142 83 925 129 413 387 320 58
is_linear=0
shrinkage=0.00196078


Tree=6036
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 0 2 15 52 14 4 2 52 52 96 2 2 148 43 1 0 147 43 4 124 0 16 3 0 0
split_gain=1.24561 0.182086 0.162363 0.144647 0.111091 0.142841 0.109303 0.103603 0.110497 0.103407 0.0946628 0.107262 0.0725679 0.123533 0.0755032 0.0701942 0.0690746 0.0771504 0.088344 0.0875895 0.0732531 0.0644826 0.0641211 0.0832364 0.0607008 0.0702767 0.0781691 0.086072 0.0760273 0.0787228
threshold=0.10920500000000001 -0.053259999999999995 0.094385000000000011 -0.17966999999999997 0.11362000000000001 -0.033209999999999996 0.31358000000000003 0.093115000000000017 1.0000000180025095e-35 0.062655000000000016 0.42642000000000008 0.12043500000000001 -0.23798499999999997 -0.16675999999999999 0.087655000000000025 0.11510000000000002 0.088125000000000023 -0.068554999999999991 -0.078844999999999985 0.10557500000000002 -0.068944999999999992 0.089365000000000014 -0.52440999999999993 -0.52556499999999995 0.0049200000000000008 -0.074824999999999989 -0.008904999999999998 0.31534000000000006 -0.060129999999999996 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 -4 9 15 12 8 16 21 11 -2 -3 -14 24 -6 20 -18 -19 -20 -5 22 -1 -24 25 26 27 -15 -27 -30
right_child=1 6 3 7 5 -7 -8 -9 -10 -11 -12 -13 13 14 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0069902277418545308 0.01230120621576399 0.011714098221134573 0.013759096456031034 0.011233512473038653 0.0058826847388991155 0.0039746970954266467 -0.00070543624460697176 0.012280170820871151 0.012661038540370232 0.016017511252212867 0.0055362286618100892 0.0053211020114499012 -0.0017702032390627125 0.0081409611101997525 0.00021381633821874861 0.012318594164376542 0.010782138649374247 0.0077296176798614296 -0.0033719772472977638 0.0052638807867576055 0.0049501544662884306 0.0078127433592453596 0.01786271207484192 0.012463462262375347 0.0013897673537333808 0.013281668621986624 0.0012787624314847975 0.0025321224751274313 0.0026179843157043926 0.010239184309135785
leaf_weight=21 103 21 86 55 20 33 26 77 42 83 46 28 21 114 20 111 20 34 23 24 28 30 29 1851 21 31 31 36 23 33
leaf_count=21 103 21 86 55 20 33 26 77 42 83 46 28 21 114 20 111 20 34 23 24 28 30 29 1851 21 31 31 36 23 33
internal_value=0 0.00679301 0.0120214 0.0101396 0.0123575 0.00985477 0.00555079 0.00911225 0.00803291 0.0125613 0.00943888 0.0108093 0.00601421 0.00565149 0.00615588 0.011336 0.00697649 0.00522007 0.00384672 0.00103782 0.00911383 0.0124128 0.0124854 0.0125467 0.0065671 0.00697278 0.0058501 0.00679484 0.00930849 0.00710905
internal_weight=0 554 2567 389 2178 164 377 303 226 2014 177 131 351 330 309 131 184 101 81 47 83 1931 1901 1880 289 268 181 150 87 56
internal_count=3121 554 2567 389 2178 164 377 303 226 2014 177 131 351 330 309 131 184 101 81 47 83 1931 1901 1880 289 268 181 150 87 56
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 44 1 2 2 14 4 4 1 2 1 0 1 12 47 2 3 15 3 3 3 457 4 49
split_gain=19.255 3.01759 2.06572 1.6323 1.25511 0.99784 0.672547 0.623518 0.530249 0.513102 0.492949 0.47223 0.324833 0.312809 0.50564 0.307094 0.283263 0.305247 0.225064 0.183588 0.178113 0.169368 0.160965 0.158452 0.168728 0.142565 0.142208 0.150009 0.137315 0.131164
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14960000000000004 0.094585000000000016 0.09253500000000002 0.11474000000000002 0.14960000000000004 0.062655000000000016 0.40945500000000007 -0.013125 0.093100000000000002 -0.090999999999999984 0.075045000000000014 -0.019414999999999998 0.087135000000000004 0.095780000000000018 0.10648500000000001 0.085730000000000015 -0.010424999999999999 -0.41942499999999994 0.31534000000000006 1.0000000180025095e-35 0.30112000000000005 0.096470000000000014 -0.0070899999999999991 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 11 13 10 -5 28 12 15 -4 16 19 -1 17 -7 -17 -15 25 -20 -14 -12 -25 -3 27 -27 -6 -10
right_child=1 2 7 8 9 6 -8 -9 29 -11 23 -13 22 14 -16 18 -18 -19 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00064783376440698021 0.00084505544952696821 0.00037698439802682279 0.00044902017864377919 0.00079406367984386601 0.00092560844121972164 0.00084426838288096143 0.00048879172251212828 0.00061651896984181941 0.00057285082673669003 0.00047181251572605171 0.00026584660246178302 0.0010524019848727334 0.0003681062102061262 0.00083391440969206212 0.00054659180765188333 0.00089588533873625976 0.00093274675461834939 0.00067741263561847339 0.00085302727899226214 0.00073838868517450869 0.00061145181158670273 0.0006998892122380484 0.00021457563412933341 0.00018017170440715418 -4.4714072234896849e-05 0.00060077202448259484 0.00037919717938601625 0.00039934891195190386 0.00073968630951910125 0.00039334896028777325
leaf_weight=22 74 100 59 34 21 243 26 22 34 26 27 62 41 176 36 1086 108 51 373 138 23 30 73 29 23 44 34 21 56 29
leaf_count=22 74 100 59 34 21 243 26 22 34 26 27 62 41 176 36 1086 108 51 373 138 23 30 73 29 23 44 34 21 56 29
internal_value=0 0.000471505 0.000425357 0.000845991 0.000531084 0.000856275 0.000798836 0.00029995 0.000596724 0.000709974 0.000272313 0.000884684 0.000330917 0.000809556 0.000766697 0.000877803 0.00084687 0.000815324 0.0008812 0.000791932 0.000448085 0.000841627 0.000269793 0.00014398 8.0703e-05 0.000429203 0.000481949 0.000535697 0.000790392 0.000490223
internal_weight=0 673 599 2448 325 2351 778 274 97 103 252 1573 173 752 350 1511 402 294 1489 314 222 403 114 79 52 199 99 65 77 63
internal_count=3121 673 599 2448 325 2351 778 274 97 103 252 1573 173 752 350 1511 402 294 1489 314 222 403 114 79 52 199 99 65 77 63
is_linear=0
shrinkage=0.00196078


Tree=6038
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 3 2 1 52 12 43 43 2 4 2 4 1212 42 133 3 401 16 15 3 16 484 159 4 3 133
split_gain=1.12679 0.162465 0.149467 0.16988 0.160948 0.138113 0.108047 0.105241 0.0959734 0.0864445 0.0914819 0.0871305 0.0996392 0.0849467 0.0940989 0.0766621 0.0746514 0.101523 0.0684057 0.0683694 0.0675974 0.0667117 0.131073 0.0975912 0.0814169 0.0693251 0.106045 0.0631896 0.0713491 0.0624001
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.31358000000000003 0.093575000000000019 -0.088614999999999985 0.087830000000000005 0.093175000000000022 0.0034250000000000005 0.086375000000000021 0.42642000000000008 0.11982500000000001 0.042705000000000007 -0.04353499999999999 0.086375000000000021 -0.085499999999999979 -0.13309499999999996 0.088220000000000007 -1.0000000180025095e-35 -0.07490999999999999 -0.20241999999999996 0.62925500000000012 -0.096419999999999992 0.088800000000000004 -0.085594999999999991 -0.087519999999999987 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 4 5 -1 20 18 -9 10 11 16 -13 14 19 -10 17 -4 -7 -2 29 27 -23 24 -24 -25 -27 -11 -29 -3
right_child=1 6 9 -5 -6 7 -8 8 15 21 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0037532744601973009 0.016697779989668302 0.0066251338459281861 0.012920217847244609 0.015318493890420845 0.0014145384148622935 0.0077138993889093403 -0.0014453419970105524 0.013162374328821898 0.0047582048124500684 0.01415764284921029 0.018485631130635737 0.0113610058138147 0.0030095139594050126 0.0052895153701609495 0.0052419411614149196 0.010122916760832766 0.012368310734502765 0.021669223079723972 0.012599998541425728 0.010294850075180516 0.00012952566279896669 0.01386095006986485 0.017707238718867303 0.013167248602057325 0.0096775367922548733 0.0086594235265330805 0.0015320997037317442 0.0094434431313062152 0.01184903072661698 0.003035229632346812
leaf_weight=37 21 270 36 48 26 35 23 30 70 93 25 50 20 49 30 43 646 21 158 81 21 77 23 29 28 226 23 151 672 59
leaf_count=37 21 270 36 48 26 35 23 30 70 93 25 50 20 49 30 43 646 21 158 81 21 77 23 29 28 226 23 151 672 59
internal_value=0 0.00638686 0.0113597 0.00969788 0.00902172 0.00955198 0.00519395 0.0101905 0.00813448 0.0117101 0.0125319 0.0123394 0.00897487 0.0088452 0.0101651 0.00679964 0.0126744 0.0161435 0.0117139 0.0116131 0.00563024 0.0112139 0.0101469 0.00927768 0.0132988 0.00853999 0.00800108 0.0116869 0.0114077 0.00598135
internal_weight=0 554 2567 447 399 373 373 336 143 2120 798 773 70 181 132 113 703 57 193 102 350 1322 406 329 51 278 249 916 823 329
internal_count=3121 554 2567 447 399 373 373 336 143 2120 798 773 70 181 132 113 703 57 193 102 350 1322 406 329 51 278 249 916 823 329
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 2 1 49 4 40 457 2 12 4 16 475 1 42 1 50 133 399 50
split_gain=14.7831 2.35926 1.23234 1.0811 0.893169 0.741044 0.739421 0.574786 0.463984 0.381552 0.367559 0.307074 0.482832 0.238557 0.234836 0.206053 0.195564 0.191984 0.171543 0.163247 0.240923 0.170234 0.161021 0.153851 0.135371 0.123889 0.120995 0.119503 0.115147 0.114913
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.098630000000000009 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.090425000000000019 0.16175000000000003 -0.054984999999999992 -0.15289999999999995 -0.077714999999999992 0.080930000000000016 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.19444000000000003 -0.079029999999999975 0.13075500000000004 0.09832500000000001 0.12958500000000003 0.10917 -1.0000000180025095e-35 0.088080000000000006 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 5 16 8 25 11 17 -4 19 18 29 -2 -9 -3 22 -13 20 -1 28 -8 27 -17 -7 -22 -5 -21 -6
right_child=1 4 10 23 13 7 9 15 -10 -11 -12 12 -14 -15 -16 24 -18 -19 -20 21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010233979710455145 0.00052799948237880825 0.00035869184752826194 0.00072015061495973886 0.00036777931360159325 0.0002128830618915742 0.00072040900656783729 0.0008436860255166596 0.00060619970966203538 0.00094898320254903389 0.00053160613619186606 0.00046718046941626046 0.00059597527442336446 0.00046337358939373282 2.0645194392160876e-05 0.00074414051912231167 0.00041871435320036125 0.0001815398245976836 0.00055897819620916265 0.00077242908652087969 0.00076936031479131603 0.00081682645654965452 0.00063214142493066945 0.00072497785896230929 0.00029703243947557472 0.00025933019305561105 0.00052592254700321774 0.00073533461802925161 0.00054936947174162685 0.00091386505379599579 0.00037591381084818045
leaf_weight=21 23 46 34 22 68 34 50 20 76 41 63 23 23 21 121 140 50 24 268 271 1061 33 362 24 24 20 75 38 23 22
leaf_count=21 23 46 34 22 68 34 50 20 76 41 63 23 23 21 121 140 50 24 268 271 1061 33 362 24 24 20 75 38 23 22
internal_value=0 0.000444306 0.000772436 0.000606495 0.000361206 0.000411848 0.000781373 0.000470505 0.000798916 0.000712448 0.00055585 0.000792573 0.000736866 0.000208826 0.000709618 0.000418304 0.000266425 0.000729454 0.000758483 0.00080436 0.000815293 0.000765676 0.000739384 0.000429714 0.00039539 0.000648377 0.000811446 0.000482786 0.000780665 0.000252735
internal_weight=0 673 2448 228 445 334 2351 238 1874 477 97 1798 314 111 144 184 96 436 291 1484 1157 327 412 84 164 54 1136 60 294 90
internal_count=3121 673 2448 228 445 334 2351 238 1874 477 97 1798 314 111 144 184 96 436 291 1484 1157 327 412 84 164 54 1136 60 294 90
is_linear=0
shrinkage=0.00196078


Tree=6040
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 13 3 49 3 13 4 13 0 3 47 3 1 0 42 4 0 42 42 1456 14 50 133 3 0 2
split_gain=1.01136 0.261623 0.170754 0.162949 0.126184 0.121244 0.115145 0.102906 0.0984166 0.11019 0.0948041 0.0866375 0.0767569 0.0794569 0.0761279 0.0726307 0.0728038 0.0992357 0.0720092 0.149309 0.0940965 0.0961016 0.0810125 0.0716818 0.069729 0.0689311 0.066073 0.0655537 0.0634883 0.0632557
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.078139999999999973 0.11924500000000002 0.18141000000000002 -0.11171999999999999 -0.08130999999999998 0.31370500000000007 -0.47860499999999995 0.053180000000000012 -0.0093149999999999986 -0.085669999999999982 -0.045649999999999989 0.087885000000000019 -0.15447499999999995 0.08776500000000001 -0.094654999999999975 0.083995000000000014 -0.14098499999999997 -0.084509999999999988 0.086730000000000015 0.087550000000000017 0.083870000000000014 -0.46166999999999997 0.10803500000000001 0.086990000000000012 -0.011549999999999998 -0.083264999999999992 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 7 -5 26 14 -10 12 27 15 18 24 -3 25 -18 23 -20 22 28 -21 29 -2 -17 -4 -9 -22 -14
right_child=8 10 3 4 -6 -7 -8 11 9 -11 -12 -13 13 -15 -16 16 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098832117759489594 0.0096774543523788451 0.016401127333933559 0.012290985912084579 0.0045672471467405563 0.0061689963818025717 0.011496031005476285 0.011657775260658164 0.010012929877266289 0.0047854782751528546 -0.0024315661819213456 0.0093141076722685848 -0.00096746330587741216 0.013241539174893437 0.0047215802528496296 0.0083563152514398095 0.012713989706991297 0.0028779172711074353 0.011315383248248786 0.0032895156593682872 0.0026728757706694999 0.019058826608075341 0.010478931222615534 0.01028470823557341 0.01758459602482617 0.0040102150267568616 0.0093926829159803066 0.0047768419100479645 0.002669687644999114 0.012080400530248881 0.01088603207204281
leaf_weight=28 25 38 25 25 64 37 273 20 56 34 283 34 154 21 85 473 20 46 30 27 22 491 29 20 165 72 22 31 32 439
leaf_count=28 25 38 25 25 64 37 273 20 56 34 283 34 154 21 85 473 20 46 30 27 22 491 29 20 165 72 22 31 32 439
internal_value=0 0.010531 0.00859944 0.00900078 0.0101977 0.00643694 0.0110629 0.00501887 0.00492938 0.00205904 0.0110225 0.00294265 0.011275 0.0108215 0.00586876 0.0121592 0.0118953 0.00875858 0.0109244 0.0101745 0.0105182 0.0109193 0.00661472 0.0116963 0.0047559 0.0122752 0.00877373 0.00554939 0.0149235 0.0114977
internal_weight=0 2756 559 531 362 169 298 132 365 90 2197 85 1914 1265 275 649 611 66 1244 631 601 545 56 613 190 545 47 51 54 593
internal_count=3121 2756 559 531 362 169 298 132 365 90 2197 85 1914 1265 275 649 611 66 1244 631 601 545 56 613 190 545 47 51 54 593
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 475 3 13 15 10 10 10 2 9 12 1446 4 52 4 42 16 3 51 47 399 0 4 4 13 3 13
split_gain=0.819201 0.211914 0.140183 0.129392 0.118525 0.113719 0.0971493 0.0959077 0.0824203 0.126737 0.0972143 0.0955057 0.0994539 0.0797231 0.0859634 0.0737429 0.0734168 0.0667981 0.0628397 0.0655342 0.0872675 0.0702175 0.0614166 0.0600681 0.0584527 0.0582576 0.0903486 0.0618728 0.116811 0.0634152
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.073404999999999984 -0.073994999999999991 0.11924500000000002 0.0076650000000000008 -0.23141499999999995 -0.079859999999999987 -0.38851999999999992 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.092550000000000007 0.10916500000000003 -0.059649999999999988 0.048770000000000008 0.50996500000000011 -0.14148999999999998 -0.066924999999999985 -0.11255999999999998 -0.047599999999999996 0.11596500000000001 0.09747500000000002 -0.083674999999999986 -0.49013999999999996 -0.15764999999999998 0.061215000000000012 -0.15447499999999995 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 16 -6 9 -2 11 12 -10 25 18 -13 -5 -12 -15 23 21 -21 -14 -20 -22 -3 -27 28 -28 -29
right_child=8 13 3 5 7 -7 -8 -9 10 -11 17 15 22 14 -16 -17 -18 -19 19 20 24 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=9.4801085272237014e-05 0.0045458145518376325 0.014531498130015802 -0.0013820979619049469 0.0098004833424790699 0.00031123578406550223 0.0053848773853566786 0.0041755625799011721 0.0077175628594893346 0.0032491436504103522 -0.0054863346647471192 -0.0033058274551183878 0.0095311735688786339 0.01284894464798726 0.013380873712917997 0.0028167149038164922 0.0035468655597701557 0.014120541948576225 0.0042140589337106111 0.009785382916565024 0.0087406437773176523 0.003436559420679846 0.014785701499292345 0.0066359406480422396 0.015082010499242208 0.0079914880403156273 0.0041980049561971102 0.01775379138575359 0.004116914452864758 0.010403470505961077 0.010963777313008904
leaf_weight=23 34 33 20 218 20 65 26 139 27 20 21 24 41 36 21 145 48 27 310 46 31 33 26 23 309 24 22 31 1254 24
leaf_count=23 34 33 20 218 20 65 26 139 27 20 21 24 41 36 21 145 48 27 310 46 31 33 26 23 309 24 22 31 1254 24
internal_value=0 0.00947789 0.00773949 0.00806753 0.00587332 0.00916771 0.0100098 0.00678595 0.00443644 0.000830204 0.0050626 0.00581792 0.00837306 0.00992021 0.00913117 0.00439671 0.01058 0.000924109 0.00929945 0.00910406 0.00827184 0.0112658 0.0104379 0.0101512 0.00757619 0.0103801 0.010279 0.0103886 0.0105302 0.00710464
internal_weight=0 2756 559 536 179 357 292 159 365 54 311 263 94 2197 809 169 266 48 788 752 419 79 67 333 340 1388 1355 1331 1276 55
internal_count=3121 2756 559 536 179 357 292 159 365 54 311 263 94 2197 809 169 266 48 788 752 419 79 67 333 340 1388 1355 1331 1276 55
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=31
num_cat=0
split_feature=4 3 2 9 149 44 4 1 2 16 133 12 4 10 0 1447 160 12 484 160 43 10 2 15 3 1212 394 2 3 11
split_gain=0.670993 0.230957 0.184713 0.128566 0.113271 0.103864 0.0920196 0.124708 0.148185 0.101402 0.0934309 0.138503 0.0836725 0.077895 0.0745119 0.139589 0.0658428 0.0617874 0.0587692 0.0912187 0.0601534 0.0530524 0.0678728 0.0548016 0.0523622 0.0503143 0.0774617 0.056495 0.0708527 0.0981622
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 -0.082249999999999976 0.091785000000000019 0.09358000000000001 -0.059624999999999991 0.084760000000000016 0.09474500000000001 -0.0073899999999999999 -0.079859999999999987 -0.087519999999999987 -0.085804999999999979 0.079055000000000014 0.090455000000000021 0.096415000000000015 -0.076689999999999994 -0.0064299999999999991 1.0000000180025095e-35 0.11682500000000001 -0.41942499999999994 -0.00083499999999999991 0.090465000000000018 -1.0000000180025095e-35 0.11474000000000002 -0.24210499999999999 0.088710000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 13 6 14 -8 10 -10 17 -12 -11 -2 -5 -16 -1 24 19 20 -15 22 -21 -24 -9 27 -27 28 -17 -30
right_child=4 -3 -4 5 -6 -7 7 8 9 12 11 -13 -14 18 15 25 -18 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0004926255110019286 -0.00083186859623170814 0.003048665897532677 -0.00024862248936425088 0.012196956514402838 0.0099891320137040964 0.014035374335454485 0.0088458616715152566 0.014022840161782665 0.0077159493979520339 0.0042966228360548997 -0.0010234825039963024 0.0080726311259724688 -0.0028683986044987769 0.0050504511222243314 0.0018469952958791208 0.015096848068891892 0.008005061808798928 0.0079696113560819501 -0.00080227896590561929 0.0065706581627035148 0.012155264891176062 -0.0001399591688395423 0.005527232410386205 0.00086253016925184065 0.008231002954697168 0.011155803261611325 0.0040334027266834644 0.0053399691134691238 0.010317662755900106 0.0044831073842942718
leaf_weight=28 39 75 23 106 28 38 1469 37 39 39 26 47 28 26 24 28 20 183 24 71 22 34 40 68 27 26 37 25 413 31
leaf_count=28 39 75 23 106 28 38 1469 37 39 39 26 47 28 26 24 28 20 183 24 71 22 34 40 68 27 26 37 25 413 31
internal_value=0 0.00852225 0.00867463 0.00875147 0.003887 0.00884533 0.00876903 0.00840901 0.00690258 0.00366203 0.00797601 0.00483292 0.00130229 0.00335966 0.00975779 0.00931506 0.00362281 0.00890494 0.00393324 0.00436869 0.00830682 0.00348122 0.00416904 0.0025902 0.0115794 0.00963512 0.00697281 0.0099726 0.010218 0.0099103
internal_weight=0 2769 2694 2671 352 2623 2585 1895 426 106 320 73 67 324 690 584 48 247 285 261 48 213 179 108 64 560 63 497 472 444
internal_count=3121 2769 2694 2671 352 2623 2585 1895 426 106 320 73 67 324 690 584 48 247 285 261 48 213 179 108 64 560 63 497 472 444
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=31
num_cat=0
split_feature=1 2 12 2 150 13 9 11 11 52 2 150 15 123 12 1 1424 483 4 12 43 42 1429 0 1 157 43 0 157 2
split_gain=0.545947 0.164883 0.103626 0.0964412 0.103587 0.100638 0.0953097 0.0774276 0.101059 0.124261 0.0765484 0.0739237 0.0764705 0.0721317 0.0710571 0.0631701 0.0563924 0.0559216 0.0585146 0.0506242 0.0910635 0.0948454 0.0860859 0.0746513 0.0851148 0.0723849 0.0735339 0.0756021 0.091927 0.0879909
threshold=0.12000500000000001 0.10060500000000001 0.087505000000000013 0.14122000000000004 1.0000000180025095e-35 -0.08971999999999998 -1.0000000180025095e-35 0.080455000000000013 0.085155000000000022 -0.046924999999999988 -0.090999999999999984 0.10571000000000001 -0.043924999999999992 0.083965000000000012 0.095780000000000018 0.16773500000000005 1.0000000180025095e-35 0.098395000000000024 -0.034939999999999992 0.087695000000000009 -0.11720999999999999 -0.087819999999999981 -1.0000000180025095e-35 -0.064339999999999994 0.077845000000000011 -0.089089999999999989 0.093175000000000022 -0.10224499999999999 -0.078969999999999985 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 13 10 -9 -10 -8 -6 -13 -1 -4 17 19 18 -2 20 21 -12 -21 -24 -25 -22 27 28 -27 -30
right_child=15 2 14 -5 11 -7 7 8 9 -11 16 12 -14 -15 -16 -17 -18 -19 -20 22 25 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.00093418892007321127 0.0067169295258483752 0.0021006315647881775 0.0094466354594462468 -0.0014655642634765669 -0.00047381720228475478 0.0078505439549118438 0.0036340399904905723 0.016116578743926118 0.014065442406572402 0.0031744912478395486 0.0084934873896981445 0.009947019068058581 0.0014922415736414816 0.0071230123993009341 0.0064895129442228972 -0.0016780745182388827 0.013448484353721141 0.0088679359236266461 0.002794953385053053 0.0011179593187989668 0.01211233593152874 0.016380844686646016 0.0079480309994509214 0.0075518577500978228 -0.00087007583518113421 -0.00021997559524606914 0.013018095045505712 0.0084277361373671072 0.010860938516755899 0.0051022000161998248
leaf_weight=20 45 38 117 22 42 153 38 28 20 22 31 20 23 25 266 23 20 20 246 20 49 30 922 28 21 21 30 659 39 83
leaf_count=20 45 38 117 22 42 153 38 28 20 22 31 20 23 25 266 23 20 20 246 20 49 30 922 28 21 21 30 659 39 83
internal_value=0 0.00765738 0.00630476 0.0049063 0.0054142 0.00670658 0.00809477 0.00819417 0.011463 0.00836066 0.00807924 0.00251014 0.0054247 0.00354203 0.00739286 0.00337899 0.00816574 0.00375299 0.00340144 0.00811108 0.00863598 0.0123725 0.00761213 0.0077459 0.00394246 0.00837726 0.00815728 0.00797546 0.00589119 0.00694311
internal_weight=0 2787 681 298 276 191 2106 2061 70 42 1991 85 43 45 383 334 1953 311 291 1933 942 61 991 971 49 881 832 802 143 122
internal_count=3121 2787 681 298 276 191 2106 2061 70 42 1991 85 43 45 383 334 1953 311 291 1933 942 61 991 971 49 881 832 802 143 122
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 2 1 2 150 131 2 4 2 2 1 0 4 47 3 4 1 12 4 12
split_gain=25.8719 4.32592 2.64141 2.13154 1.45759 1.1979 0.766117 0.725177 0.637366 0.583755 0.636829 0.570226 0.468392 0.677492 0.406969 0.31808 0.346552 0.306557 0.293964 0.253592 0.25133 0.205039 0.198564 0.196078 0.183712 0.178232 0.160211 0.154788 0.149605 0.148474
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.14122000000000004 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.086835000000000009 0.31358000000000003 -0.55119499999999988 -0.0091949999999999983 0.089005000000000015 0.076935000000000017 -0.030209999999999997 -0.0070899999999999991 0.090100000000000013 1.0000000180025095e-35 -0.036839999999999991 0.13842500000000005 0.10124000000000001 0.015030000000000002 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 23 6 12 -5 22 10 26 14 17 18 20 16 -11 -1 -14 -19 21 28 -6 24 -3 -2 -4 -24 29 -7
right_child=1 2 9 7 8 11 -8 -9 -10 15 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00128547882054255 0.0010896065270199495 0.00046754644389132729 0.00068040997491875996 0.00095569855859019769 0.0010849883075521774 0.0011371643092837269 0.0012366814175534173 0.00060037177669419479 0.00056732144954067907 0.0002831425003874369 0.00035579874135803225 0.00071271233374652879 0.00077977025665450792 0.00064293114215974005 0.0007342008860733093 0.00048111710056609433 -9.5229405982821585e-06 0.0010654239020421329 0.001010759743374797 0.0010109433618711011 0.0010609919035399153 0.00078738220615351493 0.0009539889580535406 0.00069253017952410024 0.00058954898310163847 0.00088404238077939719 0.0004729936101910477 0.00074662096243278649 0.00091207407589778255 0.00097453022455937222
leaf_weight=21 50 98 41 34 21 26 76 63 26 70 99 41 23 23 30 22 20 965 268 498 92 29 31 32 92 24 22 25 132 127
leaf_count=21 50 98 41 34 21 26 76 63 26 70 99 41 23 23 30 22 20 965 268 498 92 29 31 32 92 24 22 25 132 127
internal_value=0 0.000575678 0.000520424 0.00100977 0.000639979 0.00102152 0.00104385 0.000724919 0.00083276 0.000378616 0.000453869 0.00093379 0.0010357 0.000966897 0.00095458 0.000269769 0.000218106 0.00105026 0.000992503 0.00104688 0.000970864 0.000944457 0.000922389 0.000550536 0.000526621 0.00102294 0.000607979 0.000861414 0.00096044 0.00100217
internal_weight=0 673 599 2448 325 2351 1874 97 103 274 162 477 1798 314 436 112 90 1484 291 1463 406 314 77 222 190 74 63 56 285 153
internal_count=3121 673 599 2448 325 2351 1874 97 103 274 162 477 1798 314 436 112 90 1484 291 1463 406 314 77 222 190 74 63 56 285 153
is_linear=0
shrinkage=0.00196078


Tree=6045
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 16 0 1 47 4 1 1 4 1 0 16 16 49 40 52 1 3 2 49
split_gain=20.9153 3.32401 1.78957 1.63165 1.15261 1.02553 0.880556 0.679647 0.605161 0.57462 0.509065 0.376769 0.336944 0.424186 0.334852 0.329744 0.268339 0.235676 0.230905 0.230233 0.221304 0.242899 0.213097 0.244899 0.20508 0.199815 0.189642 0.206491 0.187618 0.174871
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.062655000000000016 0.09253500000000002 -0.52595999999999987 -0.10096999999999999 0.085345000000000018 0.078875000000000015 -0.15289999999999995 0.122715 0.16175000000000003 -0.013125 0.091195000000000012 -0.15202999999999997 -0.059624999999999991 -0.45661999999999997 -0.009244999999999998 -0.077714999999999992 -0.069804999999999992 0.075045000000000014 -0.097174999999999984 0.11411 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 9 24 -8 11 12 -4 -7 13 20 25 -9 -2 -6 26 -14 -1 -22 -20 -24 -3 -15 27 -13 -5 -12
right_child=1 4 10 28 17 8 7 15 -10 -11 29 18 19 14 -16 -17 -18 -19 22 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011050671505994825 0.00087402100472346598 0.00040716657300701227 0.00083496825009017248 0.0006119754880033677 0.00028421632485963356 0.00060274612078535343 0.00072856173027488057 0.00071607387825554491 0.0006136765820252616 0.0011114898202966908 0.0006357555357884312 0.00073617184404231584 0.00094866720242287625 0.00076356185417549276 0.00093126632711466612 0.00044939384413072959 0.00066296127250139742 5.3531890448068036e-05 0.0009701782599039969 0.00087787021767535679 0.00095244179845360418 0.00070971950145481196 0.00059647553691677022 0.00082447072757359317 0.00022575560218070215 0.00049901835474313477 0.0009790021796053385 0.00090207351279894402 0.00041857896671618943 0.00042891229776775131
leaf_weight=21 115 46 34 30 90 21 54 20 41 70 33 35 1315 21 20 164 29 21 34 204 51 23 20 192 50 23 96 164 54 30
leaf_count=21 115 46 34 30 90 21 54 20 41 70 33 35 1315 21 20 164 29 21 34 204 51 23 20 192 50 23 96 164 54 30
internal_value=0 0.000512312 0.00090261 0.000704828 0.000413675 0.000913378 0.000471203 0.000535145 0.000843653 0.000937431 0.000641611 0.00086043 0.00093017 0.00084429 0.000720899 0.000478381 0.000831516 0.000240573 0.000870433 0.000939159 0.000927416 0.000877001 0.000826073 0.000802962 0.000312682 0.000625278 0.000907425 0.000872895 0.000487649 0.000537259
internal_weight=0 673 2448 228 445 2351 334 238 603 1748 97 562 1678 159 64 184 144 111 541 1519 95 74 246 212 96 44 295 199 84 63
internal_count=3121 673 2448 228 445 2351 334 238 603 1748 97 562 1678 159 64 184 144 111 541 1519 95 74 246 212 96 44 295 199 84 63
is_linear=0
shrinkage=0.00196078


Tree=6046
num_leaves=31
num_cat=0
split_feature=4 3 9 40 149 0 44 48 4 147 2 96 0 41 41 52 1447 484 13 13 160 475 0 12 12 49 402 1429 157 393
split_gain=0.647136 0.216133 0.159495 0.108955 0.0989917 0.0875367 0.0861758 0.112414 0.0811935 0.101725 0.0713068 0.0703269 0.0654067 0.0617828 0.0807441 0.0780286 0.0555384 0.069748 0.0883218 0.0802062 0.0521844 0.0521767 0.104902 0.0829473 0.153318 0.0714081 0.0618905 0.0565694 0.0677904 0.0554311
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 0.07770500000000001 1.0000000180025095e-35 0.081805000000000017 0.14871000000000004 -0.082249999999999976 0.094075000000000006 0.25063000000000007 0.086715000000000014 -0.010949999999999998 0.085095000000000018 0.07831500000000001 0.11277500000000001 -0.085684999999999997 0.085595000000000018 -0.088854999999999976 -0.084419999999999981 -0.54913999999999985 -0.085719999999999977 -0.087414999999999979 0.083935000000000023 0.088305000000000008 -0.0081349999999999981 0.012085000000000002 -0.072014999999999982 -0.24909499999999998 0.10585500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 10 -1 7 8 13 12 11 -2 20 14 15 16 -4 18 -18 -20 -10 22 25 -24 -25 -22 27 -23 -29 -30
right_child=4 -3 3 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 26 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0065959001417030347 0.0040588355819973108 0.0029913328792899848 0.013689311456126983 0.0027387800917495044 0.0094387973060033152 -0.0019017715728047982 0.013336880912844974 0.0010717827593907715 0.011971749489894138 0.0011624934524297715 -0.0022552269299260597 -0.0019404772269938674 0.0030334170725520538 0.004186200711133313 0.015516970316757975 0.0050913480968263593 0.015594183586537838 0.004835681036541549 0.0034551060348305671 0.0097646613229303084 0.010703197596594691 0.011379013001999777 0.0078034026054259204 0.021737369056791068 0.010434061367219936 0.0024471542797982696 0.0096737097192581209 0.0031125989040689701 0.0078344979363988917 0.01278592663128739
leaf_weight=27 281 75 34 32 28 22 38 20 40 20 22 21 23 21 23 38 25 30 21 496 20 46 24 20 30 22 237 30 1332 23
leaf_count=27 281 75 34 32 28 22 38 20 40 20 22 21 23 21 23 38 25 30 21 496 20 46 24 20 30 22 237 30 1332 23
internal_value=0 0.00828635 0.00843376 0.00853848 0.00373424 0.00278062 0.00860951 0.00853975 0.0085982 0.008256 0.00324126 0.00364166 0.00833281 0.00952684 0.00969498 0.00948705 0.00976269 0.00952929 0.00978908 0.00950837 0.00839963 0.00831954 0.0103703 0.0126358 0.0149554 0.0063786 0.00817692 0.00792903 0.00781444 0.00791854
internal_weight=0 2769 2694 2645 352 49 2613 2575 2555 1867 324 302 1847 688 667 644 606 572 542 517 1824 1784 116 74 50 42 1668 1431 1385 1355
internal_count=3121 2769 2694 2645 352 49 2613 2575 2555 1867 324 302 1847 688 667 644 606 572 542 517 1824 1784 116 74 50 42 1668 1431 1385 1355
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=31
num_cat=0
split_feature=1 2 2 13 30 33 13 16 151 16 2 150 52 42 3 132 15 4 130 4 34 2 158 43 130 0 16 483 1424 51
split_gain=0.533727 0.159531 0.0852294 0.0944801 0.0805976 0.0758056 0.0717326 0.0821212 0.0970045 0.0769784 0.0662601 0.0671721 0.0660401 0.0635954 0.0621256 0.105271 0.0648115 0.104945 0.0629777 0.0909974 0.0631148 0.0844659 0.0551848 0.0530753 0.0524634 0.0702857 0.0750525 0.0502156 0.0483244 0.0496247
threshold=0.12000500000000001 0.098630000000000009 0.15609500000000001 -0.08971999999999998 0.086065000000000016 0.083840000000000012 -0.059629999999999996 0.5136400000000001 0.08357500000000001 -0.10850999999999998 -0.0091949999999999983 1.0000000180025095e-35 0.039215000000000007 0.090090000000000017 0.30112000000000005 0.10365500000000001 -0.41396999999999995 0.27834500000000006 -0.0060099999999999989 -0.031404999999999995 -0.038779999999999995 0.13501500000000002 0.07968500000000002 0.10366000000000002 -1.0000000180025095e-35 -0.047369999999999995 -0.0073349999999999986 0.0093900000000000008 1.0000000180025095e-35 -0.090529999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 23 5 10 9 8 12 -5 11 -1 24 -11 18 16 -16 -18 -2 -20 -21 -22 28 -3 -8 26 -26 -24 29 -12
right_child=14 2 -4 6 -6 -7 7 -9 -10 13 22 -13 -14 -15 15 -17 17 -19 19 20 21 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0072510843223426496 -0.00012682686379599957 0.002686673428322519 4.9690584736791532e-05 0.014029040383563066 0.0026649559562993718 0.013561112641279275 5.6536908086854968e-05 0.008775115085254406 -0.0012113826163113119 0.011937259154261224 0.0058578428101475491 0.00055919200143155954 0.007909091521466044 0.0064502344220870311 0.0033511312540874562 0.0062042473050366552 0.0010476260082796216 -0.0086709339707158519 0.0099011415422990412 -0.00049786617912884275 0.0065653690338165135 0.0017179654248185077 0.010171503232610644 0.0078767734020948419 0.0057695337809423953 0.0088063279434325206 0.00078767094001661812 0.0058157100312171452 0.012711968794465065 0.0079199649319447642
leaf_weight=40 31 93 22 24 29 24 20 102 20 28 126 24 114 86 22 28 25 20 29 28 92 59 181 25 108 47 42 31 20 1581
leaf_count=40 31 93 22 24 29 24 20 102 20 28 126 24 114 86 22 28 25 20 29 28 92 59 181 25 108 47 42 31 20 1581
internal_value=0 0.00744835 0.00617951 0.00636972 0.00789948 0.00797437 0.00688553 0.00627746 0.00555165 0.0088816 0.00790743 0.00474162 0.00596029 0.00779792 0.00321812 0.0010549 -0.00109706 -0.00327173 0.00407797 0.00470465 0.00386276 0.00467135 0.00801192 0.00378627 0.0049365 0.00543193 0.00437461 0.00953457 0.00782501 0.00776775
internal_weight=0 2787 731 709 2056 2027 591 453 351 138 2003 64 331 114 334 95 67 45 239 208 179 151 1939 118 217 197 150 212 1727 1707
internal_count=3121 2787 731 709 2056 2027 591 453 351 138 2003 64 331 114 334 95 67 45 239 208 179 151 1939 118 217 197 150 212 1727 1707
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 4 2 1 1 457 131 2 4 52 14 4 159 151 40 160 16 2 47 47 3 447 0 1
split_gain=21.0585 3.47134 1.96076 1.8989 1.05373 0.857784 1.01123 0.798215 0.693639 0.509978 0.470548 0.378906 0.34306 0.406212 0.337084 0.363672 0.32218 0.305422 0.294809 0.375012 0.263909 0.230173 0.216186 0.20335 0.201357 0.194789 0.185603 0.184678 0.184542 0.166133
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.089885000000000007 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.14122000000000004 0.09253500000000002 0.091195000000000012 0.10021000000000001 0.086835000000000009 0.31358000000000003 0.04735000000000001 1.0000000180025095e-35 0.062655000000000016 0.2623950000000001 0.030370000000000005 -0.086769999999999986 -0.065259999999999999 -1.0000000180025095e-35 0.10246000000000001 -0.0091949999999999983 0.078345000000000012 0.10350500000000001 -0.14186499999999996 0.081385000000000013 -0.080499999999999988 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 10 6 20 25 11 -5 16 14 13 -7 18 17 27 -16 19 -6 -3 -8 24 -12 -2 -4 -21 -1 -20 -30
right_child=1 5 7 9 8 12 21 -9 -10 -11 23 -13 -14 -15 15 -17 -18 -19 28 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00096249050749349925 0.00047510055815201007 0.00040906167351732064 0.00094358321169719971 0.0008299768828510843 0.00065448680461621753 0.00023381103518228528 0.00047189946343636845 0.00053027284813259598 0.00061639134666563108 0.00053200068846785535 0.00069379513830784942 0.00061024536323897973 0.00043654217585629106 -8.3046247817429843e-05 0.00079051378523328786 0.0009110041693145153 0.0011074270232249114 0.00052691308416280092 0.001107697974888689 0.00099212368827672416 0.00067026292246547881 0.00025128275053758247 0.00071531626450664848 0.00088832874574673235 0.00064000320419961326 0.00078519843533056508 0.00088603126586632875 0.00078861442623010176 0.00081487236167091166 0.0010568433123476365
leaf_weight=1095 175 20 72 34 25 70 24 32 41 63 23 20 22 20 109 92 59 20 41 73 58 75 20 203 34 51 482 24 24 20
leaf_count=1095 175 20 72 34 25 70 24 32 41 63 23 20 22 20 109 92 59 20 41 73 58 75 20 203 34 51 482 24 24 20
internal_value=0 0.000513669 0.000635836 0.000905299 0.000916392 0.000351343 0.000436318 0.000806141 0.000865847 0.000636446 0.000950484 0.000877136 0.000217052 0.000163398 0.000883161 0.000816817 0.000966207 0.000749645 0.000905209 0.000889404 0.000603288 0.000304766 0.000520563 0.000868531 0.000501927 0.000877911 0.000899986 0.000958761 0.00101305 0.000924859
internal_weight=0 673 384 2448 2351 289 177 155 947 97 1404 906 112 90 886 221 1178 129 665 580 78 99 229 226 209 123 555 1119 85 44
internal_count=3121 673 384 2448 2351 289 177 155 947 97 1404 906 112 90 886 221 1178 129 665 580 78 99 229 226 209 123 555 1119 85 44
is_linear=0
shrinkage=0.00196078


Tree=6049
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 14 2 1 2 2 1 2 4 150 1 2 4 131 0 2 2 47 3 160 4 4 12 4
split_gain=28.1144 4.26438 2.83214 2.29975 1.57922 1.57098 0.942741 0.898982 0.819967 0.787559 0.774042 0.618913 0.590156 0.813024 0.51045 0.378332 0.322089 0.281406 0.254504 0.252249 0.251518 0.251262 0.246842 0.206463 0.202818 0.185012 0.17363 0.163717 0.167082 0.162382
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088725000000000012 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.089625000000000024 0.090425000000000019 0.42051500000000003 1.0000000180025095e-35 0.076935000000000017 -0.0091949999999999983 -0.55119499999999988 0.082750000000000004 -0.030209999999999997 0.31358000000000003 0.088850000000000012 0.090100000000000013 -0.12711499999999995 -0.067824999999999983 0.015030000000000002 0.0049200000000000008 0.10124000000000001 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 23 11 12 15 -5 27 14 18 17 -4 16 20 -14 -1 21 26 -13 24 -3 -20 -16 -6 -7 -29 -10
right_child=1 2 6 9 8 10 -8 -9 29 -11 -12 19 13 -15 25 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012145637491949243 0.00095667430821850424 0.00045646515935613514 0.00049577543129993473 0.00089932673206851495 0.00093956978316797775 0.0010101364396722114 0.00059424430392504871 0.0012014306362783699 0.00047462678715294484 0.00052903207048899563 0.0004683059929364842 0.00015374784485210104 0.00072655479240295523 0.00055221316929849435 0.00040726572666948064 0.0006786240975743805 0.0010088379423388891 0.00095236096427183693 0.00086008961552372322 0.00033587475074455144 0.00070294479639889664 -0.00010056331744600161 0.00096269080567969656 0.00062442325192281739 0.0010213680155723775 0.00020002441048482583 0.00084251169861248405 0.00090654032430944383 0.00068597020573424967 0.00072149522463424974
leaf_weight=21 71 191 52 34 153 23 37 76 20 63 24 59 23 23 22 30 92 274 31 20 29 20 516 33 910 67 132 31 23 21
leaf_count=21 71 191 52 34 153 23 37 76 20 63 24 59 23 23 22 30 92 274 31 20 29 20 516 33 910 67 132 31 23 21
internal_value=0 0.000502189 0.000448587 0.000954699 0.000966906 0.000572749 0.00030291 0.000992545 0.000866178 0.000658826 0.000775768 0.000257996 0.000983716 0.000907371 0.000341431 0.000891108 0.000906808 0.000934874 0.00100024 0.000139165 0.000876914 8.93653e-05 0.000997156 0.000481209 0.00101605 0.000251253 0.000894617 0.0008716 0.000812594 0.000601072
internal_weight=0 673 602 2448 2351 325 277 1874 477 97 101 240 1798 320 141 436 406 297 1478 99 314 79 1457 224 941 89 285 77 54 41
internal_count=3121 673 602 2448 2351 325 277 1874 477 97 101 240 1798 320 141 436 406 297 1478 99 314 79 1457 224 941 89 285 77 54 41
is_linear=0
shrinkage=0.00196078


Tree=6050
num_leaves=31
num_cat=0
split_feature=1 1 12 12 4 2 4 4 2 1 2 13 1 2 1 11 1 457 14 16 16 40 15 52 47 50 15 47 475 16
split_gain=27.6949 4.5416 2.94321 2.26108 1.38486 1.27494 1.14487 1.00271 1.05306 0.967522 0.734955 0.502088 0.42946 0.391314 0.354183 0.316029 0.293849 0.473985 0.282061 0.273421 0.263506 0.261856 0.275358 0.256304 0.248514 0.243625 0.214559 0.196195 0.174281 0.160656
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 -0.029094999999999999 0.36766000000000004 0.089885000000000007 0.40473500000000007 0.36766000000000004 0.14285500000000004 0.09253500000000002 0.13754500000000003 -0.13710499999999998 0.16540500000000002 0.094835000000000017 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 -0.41790499999999997 0.10246000000000001 0.19444000000000003 -0.0061149999999999998 -0.033689999999999991 -0.14765999999999999 0.078345000000000012 0.086295000000000011 -0.053579999999999996 0.10350500000000001 -1.0000000180025095e-35 -0.49446999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 9 5 11 27 8 21 13 15 -5 18 -1 -13 16 20 -18 -9 24 23 -3 -23 -7 -2 -10 -15 -4 -22 -20
right_child=1 7 6 4 -6 10 -8 12 25 -11 -12 14 -14 26 -16 -17 17 -19 29 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011296126525146748 0.00051799271069727945 0.00049697541427232465 0.0010704985641202766 0.0013053023526221838 0.00058440925577321113 0.0011859429063561745 0.00058825200003590069 0.00048489072282626485 0.00013977161315662781 0.00061412520641019035 0.00071115087921112753 0.0010844366278229389 2.5431125535239248e-05 0.00094044496810514165 0.00099729998852544238 0.0011099469669648388 0.00097445008901247618 0.0006122015656626859 0.00035241061972392479 0.00078777516662490138 0.0010400268424422764 0.00087252611122211484 0.00058297792478176336 0.0010024353313832035 0.00070119039655041119 0.00043567245378725084 0.00068202992043797932 0.00091154333354417569 0.00088639824658067075 0.0002064687376914318
leaf_weight=26 175 25 72 36 26 31 32 33 23 69 37 1135 21 30 213 81 41 21 58 20 37 28 23 522 34 20 21 51 122 58
leaf_count=26 175 25 72 36 26 31 32 33 23 69 37 1135 21 30 213 81 41 21 58 20 37 28 23 522 34 20 21 51 122 58
internal_value=0 0.000570246 0.000709983 0.00101937 0.00103437 0.00103951 0.000918637 0.000384575 0.00052262 0.000782743 0.000981709 0.00107677 0.000287944 0.000933843 0.00107067 0.000993417 0.000981222 0.000851753 0.000324942 0.000568754 0.000992496 0.000661363 0.000741946 0.00101272 0.000547795 0.0002774 0.000834039 0.00100459 0.000922148 0.00027944
internal_weight=0 673 384 2448 2302 2276 155 289 119 146 892 1384 170 77 1348 855 774 62 149 229 712 76 51 553 209 43 51 123 159 116
internal_count=3121 673 384 2448 2302 2276 155 289 119 146 892 1384 170 77 1348 855 774 62 149 229 712 76 51 553 209 43 51 123 159 116
is_linear=0
shrinkage=0.00196078


Tree=6051
num_leaves=31
num_cat=0
split_feature=1 2 0 2 9 14 14 47 0 44 11 0 51 4 49 151 2 10 133 15 124 13 40 149 11 4 40 400 12 159
split_gain=0.755768 0.207901 0.110522 0.103894 0.10134 0.0908063 0.0902208 0.0826297 0.0881161 0.0730299 0.0957966 0.0781815 0.126006 0.102412 0.12737 0.0720046 0.069631 0.0998372 0.0899983 0.0715807 0.0695384 0.0650006 0.0645092 0.0609772 0.0953276 0.0645784 0.0609279 0.0593107 0.0588348 0.0584771
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.15361500000000003 -1.0000000180025095e-35 0.054835000000000009 -1.0000000180025095e-35 0.085505000000000012 -0.040504999999999992 1.0000000180025095e-35 0.08740500000000001 -0.11013499999999998 -0.031924999999999995 -0.0016099999999999997 -0.007794999999999999 -0.0064299999999999991 0.13754500000000003 0.058500000000000003 0.087985000000000022 1.0000000180025095e-35 -0.083859999999999976 -0.11122999999999998 -0.078349999999999989 0.079000000000000015 0.076160000000000019 0.033845000000000007 -0.0087249999999999984 -0.063679999999999987 0.085495000000000015 0.091070000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 21 -1 9 -3 16 26 10 11 12 -6 -14 15 -15 17 19 29 -2 -13 -4 -22 24 25 -24 -9 -23 -16 -18
right_child=7 2 3 -5 5 -7 -8 8 -10 -11 -12 20 13 14 28 -17 18 -19 -20 -21 22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043895367244702011 0.0046524318462041652 0.011151933287037537 0.004042562548155812 0.0015489217514793078 -0.00016506461168838932 0.012494834046017124 0.0039619511497155152 0.0030081241901609161 0.00044830517907116916 0.015079654238763311 0.002265480416826904 0.0046251501895797752 0.0031998127777760309 0.010524169008713218 0.016874839978603028 0.0025431671032073119 -0.0024456725345994787 0.00036083489736314688 0.0071002355450764309 0.011019578059811307 0.014629410759274229 0.0034871070224436976 0.0095865585432197073 0.014416396788631878 0.0024770620698109269 0.0071726160397862686 0.0092156439837708607 0.0089467900914955399 0.010008747008844064 0.0027348727529012675
leaf_weight=42 76 20 33 24 21 88 137 21 21 21 20 30 31 20 24 26 53 43 20 23 24 21 1613 24 20 119 64 379 26 37
leaf_count=42 76 20 33 24 21 88 137 21 21 21 20 30 31 20 24 26 53 43 20 23 24 21 1613 24 20 119 64 379 26 37
internal_value=0 0.00878971 0.00716688 0.00795326 0.00925337 0.00935033 0.00487787 0.00390646 0.00624893 0.00921327 0.00915161 0.00922124 0.00701052 0.00819704 0.00981072 0.00601317 0.00292113 0.00438416 0.00103249 0.00613167 0.00940003 0.00830824 0.00947961 0.00941002 0.00934144 0.0094207 0.00768202 0.00866016 0.0133045 -0.000315893
internal_weight=0 2763 614 457 2149 2107 157 358 106 2019 1998 1978 148 127 96 46 252 142 110 99 1830 433 1800 1776 1752 1732 85 400 50 90
internal_count=3121 2763 614 457 2149 2107 157 358 106 2019 1998 1978 148 127 96 46 252 142 110 99 1830 433 1800 1776 1752 1732 85 400 50 90
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 1 47 14 2 16 12 475 15 3 1 133 150 15 133 52 474 49 15 10 47 3
split_gain=16.0991 2.73722 1.72901 1.28504 1.04033 0.862491 0.757816 0.50378 0.420504 0.39854 0.390069 0.299465 0.261096 0.261589 0.288092 0.221558 0.189408 0.215483 0.183887 0.182205 0.370224 0.216066 0.213967 0.186876 0.17443 0.15584 0.148515 0.22763 0.145878 0.151922
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.14753000000000002 -0.39185999999999993 -1.0000000180025095e-35 -0.08230999999999998 0.040760000000000005 -0.13927999999999999 0.091195000000000012 0.047850000000000011 0.082565000000000013 -0.10469999999999999 0.088035000000000016 -0.56022499999999986 0.081755000000000008 0.10347500000000003 -0.41942499999999994 -0.38124499999999995 0.10648500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 7 11 -6 -5 12 18 13 -4 -15 24 19 -18 -1 20 21 -17 -21 -23 -9 -24 -14 -28 29 -3
right_child=1 2 10 9 8 -7 -8 15 -10 -11 -12 -13 26 14 -16 16 17 -19 -20 22 -22 23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00084712487283214487 0.00081491987021056571 0.00036781990287631394 0.00025076834638266144 0.00075148641590497343 0.00076178689881199215 0.00055055500128385572 0.00046951477476730454 0.00079096920293008006 0.00048099491339708355 0.00048807042999001181 0.00049702047876317606 0.00097966233918975057 0.00029306038095634063 0.00029255141125840634 0.00055212039220076733 0.00085558374965362892 0.0010108534663039095 0.00079952579163706529 0.00078510472886019465 0.00093195781371432451 0.00052031569990932064 0.00089620487654910365 0.00081072698368293914 0.00069713868262528261 0.00097296480673785294 0.00069515651212660246 0.00026323987455929024 9.904658434048197e-06 0.00057975014036192615 0.00047564504258253474
leaf_weight=1117 74 102 87 34 70 48 24 41 29 63 34 59 32 35 31 53 20 256 220 36 32 20 119 194 40 72 25 30 25 99
leaf_count=1117 74 102 87 34 70 48 24 41 29 63 34 59 32 35 31 53 20 256 220 36 32 20 119 194 40 72 25 30 25 99
internal_value=0 0.000459145 0.000415193 0.00080157 0.000511921 0.000810695 0.000816117 0.000819767 0.000679535 0.000580402 0.000300462 0.000842952 0.000272616 0.000321385 0.00041447 0.000783111 0.000773241 0.000814839 0.00083692 0.000751413 0.000719616 0.000743502 0.000793296 0.000715743 0.000880844 0.000767161 0.000186851 0.000125057 0.000438497 0.000420928
internal_weight=0 673 599 2448 325 2351 2303 2279 99 97 274 1396 240 153 66 883 802 276 1337 526 299 267 227 214 81 191 87 55 226 201
internal_count=3121 673 599 2448 325 2351 2303 2279 99 97 274 1396 240 153 66 883 802 276 1337 526 299 267 227 214 81 191 87 55 226 201
is_linear=0
shrinkage=0.00196078


Tree=6053
num_leaves=31
num_cat=0
split_feature=1 2 0 106 2 14 47 0 14 402 2 2 4 133 15 151 44 11 13 0 51 49 52 12 13 4 16 51 160 156
split_gain=0.696565 0.188828 0.099817 0.0940192 0.0910129 0.0783092 0.0737444 0.0751892 0.0672943 0.0672007 0.0684586 0.124694 0.0741421 0.0734513 0.0665777 0.079571 0.0601919 0.0802724 0.0582971 0.0579809 0.110116 0.0795304 0.120445 0.0569242 0.055545 0.05494 0.074035 0.0620635 0.0576736 0.0537553
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.15609500000000001 -1.0000000180025095e-35 0.085505000000000012 -0.040504999999999992 0.076175000000000007 0.09388500000000001 0.13622000000000004 -1.0000000180025095e-35 0.50996500000000011 0.088385000000000005 -0.41942499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.08776500000000001 -1.0000000180025095e-35 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 0.085495000000000015 -0.11122999999999998 -0.0083799999999999986 -0.45661999999999997 -0.17083999999999996 -0.076689999999999994 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 24 -3 9 -8 16 10 11 12 -2 14 -12 -16 17 19 -13 20 -1 -22 23 -23 -4 -26 -27 -28 -29 -10
right_child=6 2 4 -5 -6 -7 7 -9 29 -11 13 18 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0002570806226382653 -0.0016073748919491967 0.010577400577021764 0.0040120163699612025 0.0029190459252836612 0.0010582435876131059 0.0038788466160287606 0.0073027589199516699 0.00062068273268994832 0.010285463344189338 -0.0025808853097259998 0.003713367283344269 0.0058203567527016281 0.0050823493332073505 0.007003636476001703 0.0031658898666501048 -0.0047410728261872599 0.014313193708658217 0.0024962553475052118 0.012507400435226208 0.0090166732568562526 0.0054844156436663453 0.017055266864851797 0.0043901852459054102 0.0099401904027099208 0.0094165781283962607 0.01064644722138635 0.008530925958693843 0.0083860731383678146 0.0028254449374578668 0.016116162935560126
leaf_weight=21 30 20 33 26 20 137 85 21 64 21 35 32 37 20 20 35 20 20 22 1848 62 22 22 23 207 45 60 26 66 21
leaf_count=21 30 20 33 26 20 137 85 21 64 21 35 32 37 20 20 35 20 20 22 1848 62 22 22 23 207 45 60 26 66 21
internal_value=0 0.0084541 0.0069075 0.00889598 0.00765483 0.00473217 0.00376601 0.00597895 0.00896918 0.00283517 0.00332754 0.00496892 0.00208695 0.00152201 0.000303868 -0.00186581 0.0088542 0.0088001 0.00854471 0.0088632 0.00697238 0.00806557 0.0104541 0.0134187 0.00795673 0.00827895 0.00708357 0.00602877 0.00439693 0.011726
internal_weight=0 2763 614 2149 457 157 358 106 2123 252 231 121 67 110 90 55 2038 2018 54 1998 150 129 67 45 437 404 197 152 92 85
internal_count=3121 2763 614 2149 457 157 358 106 2123 252 231 121 67 110 90 55 2038 2018 54 1998 150 129 67 45 437 404 197 152 92 85
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 150 0 1 1 50 1 15 4 0 0 156 3 40 15 1 2 1 475
split_gain=29.2914 4.78277 2.54061 1.99354 1.73396 1.31642 1.29394 0.924747 0.887282 0.78451 0.683818 0.580359 0.462408 0.456591 0.690283 0.413277 0.394287 0.380814 0.363133 0.346394 0.338666 0.305045 0.361128 0.384422 0.279783 0.254282 0.247949 0.22563 0.224784 0.217009
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.10045500000000002 0.10497000000000002 0.062655000000000016 0.077845000000000011 0.13501500000000002 -0.062539999999999984 1.0000000180025095e-35 -0.10607499999999999 0.085345000000000018 0.12958500000000003 0.041865000000000006 0.122715 -0.097454999999999986 0.0082450000000000006 -0.15202999999999997 -0.07929499999999999 -1.0000000180025095e-35 -0.12711499999999995 -0.077714999999999992 -0.03241999999999999 0.12408500000000001 0.31358000000000003 0.11910500000000002 -0.079029999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 17 5 24 8 15 13 -4 12 -9 29 14 20 -7 27 -2 -16 21 -1 -15 -23 -24 -3 -22 -13 -6 -5 -8
right_child=1 4 9 28 16 7 10 11 -10 -11 -12 26 -14 19 18 -17 -18 -19 -20 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012748569427955281 0.0009943923233465973 0.00044157420984133509 0.0010005146708516846 0.00065366119258245621 0.00024089717497939573 0.0010333346178621249 0.001120984002257766 0.00083043968755435328 0.0012730159573710034 0.00061136970137411098 0.00073064161324569205 0.00054761115826812445 0.00072597877373904837 0.0010939467715975419 0.001004044476518019 0.00065169275464380485 0.00045346233004853019 0.0007429607545023757 0.00069177509465894881 0.00096034243039865486 0.0011029823153626685 0.0012720707178319099 0.00083438239452256332 0.0010389778883295943 0.00022968355697744033 0.00084850726927297683 0.00037398861699853263 1.6474339417090603e-05 0.00044934524333762883 0.0009782417671026116
leaf_weight=23 115 46 28 47 61 24 47 24 79 69 48 128 26 1146 22 20 26 29 41 104 36 23 39 373 50 26 42 24 37 318
leaf_count=23 115 46 28 47 61 24 47 24 79 69 48 128 26 1146 22 20 26 29 41 104 36 23 39 373 50 26 42 24 37 318
internal_value=0 0.000572796 0.00103468 0.000803723 0.000454478 0.000525038 0.00104751 0.000603219 0.00106955 0.0007237 0.000951511 0.000545012 0.000978626 0.00106078 0.000956365 0.000859861 0.000242163 0.000943757 0.000800822 0.00106996 0.00107165 0.00107717 0.00103296 0.00101961 0.000331214 0.000996267 0.000504716 0.000177531 0.000563665 0.000996622
internal_weight=0 673 2448 228 445 334 2351 238 1912 97 439 194 391 1833 148 44 111 144 63 1685 85 1581 435 412 96 62 170 85 84 365
internal_count=3121 673 2448 228 445 334 2351 238 1912 97 439 194 391 1833 148 44 111 144 63 1685 85 1581 435 412 96 62 170 85 84 365
is_linear=0
shrinkage=0.00196078


Tree=6055
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 1 1 0 4 4 50 2 1 49 1 1447 11 3 1 1 4 133 1 0
split_gain=57.4972 9.3142 4.76166 4.41316 3.19113 2.6477 2.07483 1.67439 1.6551 1.28667 1.20607 0.920019 0.78208 0.756277 0.67547 0.646377 0.614526 0.496806 0.458165 0.416542 0.39662 0.389475 0.365746 0.40541 0.362764 0.354602 0.341092 0.326664 0.320566 0.310812
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089770000000000016 0.122715 -0.09595999999999999 -0.15289999999999995 0.27287000000000006 0.041865000000000006 0.089885000000000007 0.12000500000000001 -0.053364999999999996 0.13265500000000002 -0.082869999999999985 1.0000000180025095e-35 -0.10831999999999999 0.12958500000000003 0.13075500000000004 -0.013514999999999998 -1.0000000180025095e-35 0.16175000000000003 -0.066089999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 18 24 11 15 -4 17 26 -13 -9 22 28 -1 -3 -12 -16 -19 23 -7 -8 27 -2 -5 -6 -15
right_child=1 4 10 25 16 9 7 14 -10 -11 19 13 -14 29 20 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004379751380539621 0.0043425582065714273 0.003538795242122575 0.0041696063374978042 0.0035061183672750271 0.0031835662581442348 0.0039806568025244089 0.0041062070492917137 0.0039304634052164415 0.0046319191054786076 0.0038527750615467015 0.0038586139197718037 0.0040265406805455482 0.0038934587062090294 0.0043054710653938301 0.0035877233369843451 0.0038961746605257648 0.0034612532025189062 0.0045122297559638033 0.0032465523399912879 0.0035387311455686 0.0033100299924637452 0.0042840299688398486 0.0043876540202360884 0.0042304470244603938 0.0037734062998902563 0.003414257250580133 0.0041253325488600171 0.0038063476390759886 0.0028996918394285092 0.0040755532208610985
leaf_weight=1056 68 30 34 22 65 27 34 20 76 41 34 53 29 236 141 23 26 31 66 29 23 397 52 334 20 24 47 38 20 25
leaf_count=1056 68 30 34 22 65 27 34 20 76 41 34 53 29 236 141 23 26 31 66 29 23 397 52 334 20 24 47 38 20 25
internal_value=0 0.0036506 0.00429773 0.00397286 0.00348549 0.00431529 0.00358121 0.00367936 0.00434849 0.00418487 0.00387199 0.00433651 0.00418121 0.00424008 0.00359027 0.00421609 0.00319746 0.00435691 0.00333788 0.00371137 0.00354878 0.00430056 0.00423391 0.00421176 0.00398295 0.00361569 0.00425378 0.00369626 0.00311677 0.00428345
internal_weight=0 673 2448 228 445 2351 334 238 1874 477 97 1798 144 314 184 436 111 1484 96 63 164 428 413 361 54 84 115 60 85 261
internal_count=3121 673 2448 228 445 2351 334 238 1874 477 97 1798 144 314 184 436 111 1484 96 63 164 428 413 361 54 84 115 60 85 261
is_linear=0
shrinkage=0.00196078


Tree=6056
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 4 2 1 2 4 2 2 1 475 0 1 16 43 2 1447 1 15 10 13 4 0 0
split_gain=26.4458 3.1594 2.78809 1.897 1.74674 1.07009 0.82996 0.82732 0.69766 0.735373 0.635304 0.564071 0.570033 0.432173 0.308938 0.373921 0.274478 0.273983 0.256666 0.21091 0.210499 0.474275 0.200094 0.190122 0.18266 0.179837 0.179114 0.176571 0.150932 0.149006
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.076175000000000007 0.40124500000000002 0.36766000000000004 0.14122000000000004 0.077845000000000011 0.14753000000000002 0.27834500000000006 -1.0000000180025095e-35 0.089885000000000007 0.088975000000000012 -0.066784999999999983 -0.080119999999999983 0.104035 -0.037154999999999994 -0.04890499999999999 0.11177500000000001 -0.082869999999999985 0.091195000000000012 -0.41942499999999994 -0.38124499999999995 -0.0062949999999999994 -0.0070899999999999991 -0.14226499999999997 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 6 11 13 27 9 16 -4 12 -3 17 23 22 -6 -1 -18 -7 29 -22 -16 -15 -13 -26 -14 -5 -23 -2
right_child=1 5 10 7 8 19 -8 -9 -10 -11 -12 24 26 14 15 -17 18 -19 -20 -21 21 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00093916385188041367 0.00033496051977632249 0.00056977209318827661 0.0009223052391818925 0.0010188973773166041 0.0010384900914343995 0.00050551304106716234 0.001210625972081785 0.00055316032953887787 0.0006044897507041675 0.00064930768664846119 0.00058074750238534497 0.00029910006805770466 0.00026190170995416299 0.0010340285630313158 0.0011332475426527309 0.00077358437720447784 0.00091614818922663792 0.00064661179833552416 0.00069726574900369172 0.00076827205787432672 0.00083681647126262419 0.00060768524957881644 0.00097004617644893621 0.00097015224163711814 0.00023236947408055559 3.5681413533557362e-06 0.00044272101669460114 0.00084614448687609506 0.00043817470731485225 0.00051297561092046541
leaf_weight=32 29 44 28 46 68 24 77 29 33 41 83 32 85 1100 31 36 323 20 22 23 22 36 423 214 25 28 28 45 46 48
leaf_count=32 29 44 28 46 68 24 77 29 33 41 83 32 85 1100 31 36 323 20 22 23 22 36 423 214 25 28 28 45 46 48
internal_value=0 0.000509792 0.000970773 0.000650388 0.000984711 0.000363359 0.00101115 0.000841562 0.000879759 0.000899768 0.000666906 0.000310777 0.000380432 0.00100288 0.00100796 0.000965937 0.000924632 0.000826644 0.00090219 0.000634097 0.000523643 0.000581179 0.00098119 0.00102363 0.000182122 0.000111493 0.000306706 0.00093347 0.000512594 0.000445931
internal_weight=0 590 2531 301 2420 289 1933 120 487 454 111 242 157 1856 1804 490 413 52 345 47 181 104 454 1314 85 53 113 91 82 77
internal_count=3121 590 2531 301 2420 289 1933 120 487 454 111 242 157 1856 1804 490 413 52 345 47 181 104 454 1314 85 53 113 91 82 77
is_linear=0
shrinkage=0.00196078


Tree=6057
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 3 1 3 4 52 12 480 4 0 2 15 43 4 3 13 3 401 12 16 474 155 51 13 124 42
split_gain=1.02664 0.163378 0.14352 0.163365 0.133492 0.132395 0.107814 0.0918077 0.0936514 0.0834731 0.0753659 0.0801929 0.0789276 0.0855245 0.0748946 0.0716898 0.108507 0.0648376 0.0686641 0.0639826 0.100136 0.061902 0.0624158 0.0563811 0.0616494 0.0690559 0.0707453 0.0560832 0.0574655 0.0542076
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.093575000000000019 -0.049509999999999992 0.098655000000000007 -0.088614999999999985 0.090285000000000018 -0.03031 0.033845000000000007 -0.092404999999999973 0.25063000000000007 -0.089024999999999979 -0.04890499999999999 0.0052350000000000009 -0.012304999999999998 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.094384999999999983 -0.0013749999999999997 0.088510000000000019 0.10772000000000002 -0.013439999999999999 -0.072309999999999985 -1.0000000180025095e-35 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 -1 17 -2 -9 -8 -4 -12 13 -13 19 16 -11 18 -7 20 -3 22 -22 29 25 26 -25 28 -24 -15
right_child=1 14 10 -5 -6 6 9 8 -10 15 11 12 -14 23 -16 -17 -18 -19 -20 -21 21 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0053435436173065289 0.012070316431453211 0.012425281173166108 0.013724068272084795 0.01671286461253961 0.0036100075347349049 0.019248698234558107 0.014254142089436454 0.0073551545605256121 0.013872708197539815 0.0074355550782961985 0.0064151247497648001 0.01681785652773422 0.010722297250829925 0.014096679297298853 0.0010161792539292948 0.0051660357593474072 0.015761662006843837 0.010758419185876847 0.013377395610809707 0.0023576411950801102 0.010604128845443483 0.0012695866450667384 0.0068400817893205157 0.0052521174701933675 0.015547068587371283 0.01409987672398399 0.010905234360654882 0.0080271447684777814 0.00064710723557348917 0.011604907715287155
leaf_weight=37 108 34 1143 48 26 25 30 145 26 45 21 57 172 344 24 44 24 70 98 28 40 20 31 26 35 56 149 69 29 117
leaf_count=37 108 34 1143 48 26 25 30 145 26 45 21 57 172 344 24 44 24 70 98 28 40 20 31 26 35 56 149 69 29 117
internal_value=0 0.00808282 0.0128295 0.0112011 0.010538 0.0110209 0.0116461 0.00978775 0.00834613 0.0095651 0.0131728 0.0125279 0.0126622 0.0130878 0.00635309 0.00832023 0.0103316 0.013188 0.0145707 0.00686339 0.00742914 0.00653036 0.00715294 0.0127953 0.011636 0.0110434 0.0100653 0.0060828 0.00384681 0.0134643
internal_weight=0 554 2567 447 399 373 336 279 171 143 2120 977 956 784 275 113 69 193 123 251 223 189 169 727 266 231 175 129 60 461
internal_count=3121 554 2567 447 399 373 336 279 171 143 2120 977 956 784 275 113 69 193 123 251 223 189 169 727 266 231 175 129 60 461
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 475 4 3 3 12 51 1 147 16 133 4 1 49 1 2 16 1420 1419 2 4 159 16 2 0 15 2
split_gain=0.83375 0.22867 0.141425 0.131763 0.100493 0.0975615 0.0971904 0.0979773 0.0849776 0.0817772 0.0975097 0.060209 0.0685286 0.0563172 0.0561559 0.0557789 0.0554619 0.0662041 0.0526802 0.0710396 0.0522403 0.07298 0.0506135 0.0497981 0.086712 0.0604693 0.0534427 0.0514686 0.0464484 0.0455466
threshold=0.11846000000000002 0.051320000000000005 -0.27302499999999996 -0.073404999999999984 -0.073994999999999991 0.27287000000000006 0.11924500000000002 -0.11171999999999999 0.099815000000000015 -0.40274499999999996 0.16773500000000005 0.08598500000000002 -0.16075999999999999 -0.089569999999999983 -0.034939999999999992 0.082005000000000008 -0.026779999999999995 0.11039500000000001 -0.033169999999999991 -0.077589999999999978 -0.083904999999999993 0.085980000000000015 0.097070000000000004 0.057560000000000007 0.014475000000000003 -0.073404999999999984 0.116525 -0.05208999999999999 -0.21699999999999997 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 18 7 -5 20 -2 14 12 15 -14 -11 -9 -8 -18 -6 -20 21 -3 -21 24 25 -10 -27 -25 -22 -30
right_child=9 8 3 6 5 -7 16 11 23 10 -12 -13 13 -15 -16 -17 17 -19 19 22 28 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.0019002625394774521 0.011885775753762574 0.011628440523054451 0.0010204032179899514 0.0058036262867972258 0.0049074544850736855 0.0030522665578044126 0.011380260701601703 0.012716950001638562 0.012446393496601989 0.0094715113454359647 -0.00075408333823794417 0.0081256063003093005 0.0074267023283502336 0.012695475399689099 0.005721954168853371 0.019845280796289444 0.0013838750709380425 0.0093243728849172064 0.01438269220349012 0.012053017846248563 0.016404564652960595 0.019974862411618236 0.0069100984764518224 0.006459072777092071 0.015874806753973562 0.0080879791554711433 0.011977215560481829 0.012123764387291411 0.012489829342017708 0.011473199922391507
leaf_weight=23 24 22 20 25 20 27 24 21 95 47 21 30 23 172 266 23 21 21 33 31 24 20 50 53 33 115 51 23 871 892
leaf_count=23 24 22 20 25 20 27 24 21 95 47 21 30 23 172 266 23 21 21 33 31 24 20 50 53 33 115 51 23 871 892
internal_value=0 0.0113766 0.00958022 0.00990672 0.00770578 0.00853626 0.0110133 0.0117918 0.0118373 0.00624755 0.00584241 0.0123483 0.0128784 0.012074 0.00628499 0.0164431 0.00754545 0.00535412 0.00964124 0.0104717 0.0121169 0.0156029 0.00887838 0.0104552 0.011045 0.0104343 0.00928287 0.00817339 0.0120349 0.0119755
internal_weight=0 2763 564 541 181 161 360 294 2199 358 334 269 239 195 313 44 66 42 134 114 1829 42 81 370 294 261 166 76 1787 1763
internal_count=3121 2763 564 541 181 161 360 294 2199 358 334 269 239 195 313 44 66 42 134 114 1829 42 81 370 294 261 166 76 1787 1763
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 14 4 150 2 0 15 4 1 4 12 4 3 0 47 3 15 3 0 10 4 49
split_gain=30.4889 4.87682 3.33863 2.63497 1.69696 1.56925 0.862394 0.833168 0.817539 0.796777 0.770097 0.572659 0.542629 0.519765 0.87769 0.574994 0.498601 0.464542 0.331985 0.394977 0.303939 0.269511 0.225587 0.204386 0.198177 0.191662 0.180921 0.172735 0.158678 0.148493
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 1.0000000180025095e-35 0.14753000000000002 -0.10607499999999999 -0.11033999999999998 0.0061450000000000003 0.083345000000000016 0.40945500000000007 0.09141500000000001 -0.52556499999999995 -0.13927999999999999 -0.061629999999999997 0.090100000000000013 -0.010424999999999999 -0.41942499999999994 1.0000000180025095e-35 -0.084044999999999995 -0.38124499999999995 -0.036839999999999991 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 22 9 11 12 -5 13 -6 20 17 14 -1 18 -16 -4 19 -15 -7 -20 25 -19 -14 -3 -21 -26 -2 -10
right_child=1 2 7 8 10 6 -8 -9 29 -11 -12 -13 24 15 16 -17 -18 23 21 26 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010009190938748268 0.00093055546634337484 0.00028762776263694192 0.00037433062182032172 0.00079232820512720452 0.00079080499039931517 0.00094881933241385127 0.00052636414271736752 0.00046193653915959358 0.00050296820769990948 0.0010989595592883102 0.00041611381356940707 0.00052762727362030038 0.0001330198561586882 0.0011981960048639919 0.00084226032828583434 0.00076811492918528804 0.00055668238546580106 0.00024714892645658667 0.00088235216919765717 0.00094863394773110469 0.00079919125504329116 0.00070075137323711699 0.00052306904002085591 7.0985972801391184e-05 5.9322550600650264e-05 0.00041193691451890104 0.00089742043774236212 -0.0001613616706876486 0.00073659506815126517 0.0003119765321816682
leaf_weight=47 50 99 44 34 71 62 48 34 34 76 30 27 32 21 40 112 57 40 414 619 330 34 33 69 25 92 464 30 24 29
leaf_count=47 50 99 44 34 71 62 48 34 34 76 30 27 32 21 40 112 57 40 414 619 330 34 33 69 25 92 464 30 24 29
internal_value=0 0.000392764 0.000334098 0.000863996 0.000468508 0.000877063 0.000775313 0.000174669 0.000547293 0.000902284 0.000679511 0.000803833 0.000133972 0.000894017 0.000781004 0.000903797 0.000674446 0.000204278 0.000913588 0.000931857 0.000822857 0.00086857 0.000373369 0.000135633 1.03316e-05 0.000347504 0.000926692 -6.10507e-05 0.000867649 0.000415051
internal_weight=0 673 599 2448 325 2351 467 274 97 1884 101 419 240 1808 144 1664 97 153 1552 1104 392 448 224 109 87 191 1083 55 74 63
internal_count=3121 673 599 2448 325 2351 467 274 97 1884 101 419 240 1808 144 1664 97 153 1552 1104 392 448 224 109 87 191 1083 55 74 63
is_linear=0
shrinkage=0.00196078


Tree=6060
num_leaves=31
num_cat=0
split_feature=1 52 1 1 484 12 15 42 2 43 0 475 475 475 150 16 4 4 52 4 1212 133 133 3 13 43 52 47 2 1
split_gain=0.822074 0.136593 0.117762 0.115408 0.121429 0.102781 0.111831 0.0877683 0.0850622 0.0815349 0.119284 0.0786655 0.136823 0.0810159 0.0796698 0.0737015 0.0692236 0.14471 0.101243 0.0745313 0.067176 0.0711975 0.0905818 0.0764096 0.0688819 0.0647327 0.0604449 0.0573177 0.0554729 0.057174
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.090540000000000023 -0.020124999999999994 0.088795000000000013 0.035560000000000008 0.091545000000000015 0.091265000000000013 0.084740000000000024 -0.084674999999999986 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.10781 -0.010264999999999998 1.0000000180025095e-35 0.056795000000000005 -0.046924999999999988 0.26450500000000005 0.13592000000000001 0.017095000000000003 0.089405000000000012 0.090900000000000009 0.016935000000000002 -0.083684999999999996 -0.42635499999999998 0.11518500000000002 0.12043500000000001 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 8 -5 6 7 -6 11 16 -11 12 -1 15 -15 -13 18 -18 -3 27 21 23 24 26 25 -23 -10 -19 29 -28
right_child=1 2 -4 4 5 -7 -8 -9 20 10 -12 13 -14 14 -16 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.013259869388171606 0.01169689833559096 0.0062545344789719419 0.0021357119256149855 0.014599056930645652 0.0077320182196731081 0.010599193485640255 0.014724133128211612 0.00093782776079717137 0.013333130637422586 0.016093259430702098 0.0058990637771785259 0.020525841619819404 0.0018446418113030848 0.011912499716511746 0.0068532213859725747 0.012991249067960559 -0.0014601286243608534 0.013281892317488954 0.012634527912182662 0.005331827893145475 0.01603683800480905 0.020733857415616515 0.010426903806892433 0.0032708862249273812 0.010023235960829038 0.013638248612793783 0.0091526330533672658 0.0068182327127193701 0.0047327830527837469 0.014714124065649231
leaf_weight=21 50 72 62 46 201 264 21 21 39 22 24 20 21 1139 32 37 27 23 38 202 21 20 291 20 27 36 244 34 26 20
leaf_count=21 50 72 62 46 201 264 21 21 39 22 24 20 21 1139 32 37 27 23 38 202 21 20 291 20 27 36 244 34 26 20
internal_value=0 0.00671162 0.00621705 0.0109591 0.00967953 0.00923318 0.00774912 0.00708932 0.0113105 0.00678954 0.0107745 0.0118079 0.00755226 0.0119534 0.0117742 0.015635 0.00632664 0.00550668 0.00845853 0.00623294 0.0104614 0.0102994 0.011258 0.00927217 0.0141721 0.0161724 0.00963699 0.00942638 0.00913992 0.00957396
internal_weight=0 554 504 2567 553 507 243 222 2014 442 46 1270 42 1228 1171 57 396 286 110 259 744 723 374 349 83 56 329 57 290 264
internal_count=3121 554 504 2567 553 507 243 222 2014 442 46 1270 42 1228 1171 57 396 286 110 259 744 723 374 349 83 56 329 57 290 264
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 1375 14 43 3 3 12 4 130 4 34 2 4 16 0 483 3 3 41 16 48 50 1213 12 12 130 3
split_gain=0.672615 0.180464 0.135114 0.129179 0.109213 0.0848458 0.0925848 0.1078 0.0772773 0.115468 0.0732134 0.0672765 0.0881158 0.0711194 0.0969541 0.0629982 0.0630286 0.0619437 0.0773943 0.0614467 0.0947688 0.0647778 0.0619824 0.0600705 0.0595172 0.0674582 0.0579611 0.0801734 0.0581296 0.0558617
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.077604999999999993 -0.27302499999999996 0.082295000000000021 -0.078139999999999973 0.12178000000000001 0.30112000000000005 -0.42850999999999995 0.053180000000000012 -0.0060099999999999989 -0.031404999999999995 -0.038779999999999995 0.13247500000000004 1.0000000180025095e-35 -0.36241499999999999 -0.085669999999999982 0.10200000000000002 -0.12018999999999998 -0.097604999999999983 0.079395000000000007 0.0073350000000000004 -0.024949999999999996 0.10917 0.104315 0.083715000000000026 0.083985000000000018 0.0029050000000000005 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 15 23 11 -10 17 -2 -13 -14 -15 -6 -17 18 19 21 -21 -3 24 -8 25 26 -22 -28 -29 -19
right_child=8 10 -4 4 5 -7 7 -9 9 -11 -12 12 13 14 -16 16 -18 29 -20 20 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.014635188464308158 0.0015930959759580512 0.016230639411000218 0.0010916966694192243 0.0013525183110133462 0.0074364183786691206 0.014781727455556393 0.0063419958780996689 0.0050256913218816581 0.0072987694512395302 4.7218299568480544e-05 0.0086143421458537827 0.011704768307892414 0.0011331232597253152 0.0086456086396815655 0.0036780684460745085 0.0072124842647463081 -0.00025451237855192562 0.010019902178888733 0.016096965841328106 0.0037895777681842451 0.0085843081685139776 0.0098498878162270286 0.0069653037290733598 0.010490191468902111 0.0082641091219556994 0.0069627578308184947 0.017559195778988027 0.011394650419242681 0.015559274198389367 0.004818953828708757
leaf_weight=32 31 41 26 23 104 20 41 55 34 62 282 29 28 95 67 20 26 1244 30 20 47 26 39 235 64 30 27 284 38 21
leaf_count=32 31 41 26 23 104 20 41 55 34 62 282 29 28 95 67 20 26 1244 30 20 47 26 39 235 64 30 27 284 38 21
internal_value=0 0.00970302 0.00813763 0.00846712 0.00809044 0.00839977 0.00813441 0.00906837 0.00502717 0.00261548 0.0101185 0.00595326 0.00657045 0.00578679 0.00659113 0.00607347 0.00299201 0.0103404 0.0111371 0.0108956 0.0105467 0.0137545 0.0108021 0.00987397 0.0111075 0.0115347 0.011881 0.012325 0.0118861 0.00993356
internal_weight=0 2775 582 556 524 501 481 331 346 96 2193 250 219 190 162 150 46 1911 646 616 549 67 529 276 490 426 396 349 322 1265
internal_count=3121 2775 582 556 524 501 481 331 346 96 2193 250 219 190 162 150 46 1911 646 616 549 67 529 276 490 426 396 349 322 1265
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=31
num_cat=0
split_feature=1 4 39 3 2 1 2 14 3 1 2 1 2 2 15 1 3 12 1 2 0 4 52 16 157 4 131 133 40 12
split_gain=20.1461 2.37505 2.14622 1.82599 1.32734 0.835144 0.736524 0.691543 0.68752 0.659698 0.507496 0.386493 0.369046 0.567373 0.359058 0.390318 0.31931 0.306874 0.291467 0.279762 0.278443 0.216393 0.201472 0.199553 0.196794 0.185501 0.165843 0.156922 0.153189 0.152267
threshold=0.10752500000000002 0.27287000000000006 0.056590000000000008 -0.063814999999999997 0.10252500000000002 0.13075500000000004 0.14285500000000004 0.076175000000000007 0.11658 0.09253500000000002 0.13501500000000002 0.089625000000000024 -1.0000000180025095e-35 0.10803500000000001 -0.013969999999999998 0.095695000000000016 -0.12711499999999995 0.09141500000000001 0.16175000000000003 0.094835000000000017 -0.13027499999999997 -0.51843499999999987 -0.53964499999999982 0.19444000000000003 -0.061169999999999995 -0.04890499999999999 0.083410000000000026 0.087435000000000013 -0.078554999999999986 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 7 28 12 11 10 19 14 17 -5 -14 15 29 -13 21 -7 -4 -18 -1 -2 24 -19 -15 27 -11 -3 -6
right_child=1 5 9 6 8 18 -8 -9 -10 26 -12 16 13 25 -16 -17 20 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011951054279004632 0.0010371764720070596 0.00039360539910073081 0.0010416347436071221 0.00042858514399115552 0.000916242787892791 0.00036070767594133252 0.00033679058774371937 0.0011666697617940364 0.00060827749535798516 0.00074825757441400475 0.00067368323880651981 0.0006995347473779908 0.00086349838212424629 0.00074626316626866653 0.00098687915041715721 0.00063564076195829196 0.00075852506112282969 0.00077334964684411592 0.00012893731614538269 0.00077738080172032136 0.00095673858678686405 0.001006959895666645 0.0008329193362104784 0.00081546717779893503 0.00097391062320669353 0.0005307048120919396 0.00045532269951175237 0.00055321506813339793 0.00056664688730121348 0.00073373769574305587
leaf_weight=24 24 24 24 30 145 126 44 81 36 35 37 23 40 20 151 26 30 20 25 43 297 1134 82 40 316 66 20 29 109 20
leaf_count=24 24 24 24 30 145 126 44 81 36 35 37 23 40 20 151 26 30 20 25 43 297 1134 82 40 316 66 20 29 109 20
internal_value=0 0.00055126 0.000953607 0.00067111 0.000967989 0.000422125 0.00056084 0.000989269 0.000867228 0.000726923 0.000891825 0.000981642 0.000624034 0.000670569 0.000915425 0.000858935 0.000922847 0.000995056 0.000322335 0.000872039 0.000938554 0.00101086 0.000879166 0.000946387 0.000961972 0.000580835 0.000611175 0.000659879 0.000535421 0.000894121
internal_weight=0 590 2531 306 2380 284 200 1965 415 151 379 1884 156 126 342 191 350 1534 151 67 327 1158 106 376 336 86 84 64 133 165
internal_count=3121 590 2531 306 2380 284 200 1965 415 151 379 1884 156 126 342 191 350 1534 151 67 327 1158 106 376 336 86 84 64 133 165
is_linear=0
shrinkage=0.00196078


Tree=6063
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 47 11 2 42 2 34 15 43 131 2 4 15 1 1 2 14 31 159 150 2 14 39 123
split_gain=10.4182 1.78365 1.0467 0.839311 0.571046 0.443436 0.434694 0.425835 0.319965 0.348403 0.260383 0.240396 0.30718 0.188025 0.223844 0.174392 0.299443 0.16363 0.1816 0.161437 0.15664 0.155286 0.153792 0.143871 0.136091 0.184617 0.138992 0.136393 0.12909 0.12687
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.14122000000000004 0.27834500000000006 0.27834500000000006 0.12958500000000003 1.0000000180025095e-35 0.091265000000000013 -0.0060199999999999993 0.13754500000000003 -1.0000000180025095e-35 0.040760000000000005 -0.11008499999999999 0.08844500000000001 0.31358000000000003 0.42051500000000003 -0.45963999999999994 0.086920000000000011 0.14089500000000002 0.08647500000000001 0.078320000000000015 -0.077289999999999984 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -1.0000000180025095e-35 0.08456000000000001 0.084180000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 6 -4 8 11 9 19 -5 12 23 14 -10 16 -13 -14 -19 -1 -9 -21 -15 -3 25 26 -2 -26 -12 -27
right_child=1 7 5 10 -6 -7 -8 20 13 -11 28 15 17 22 -16 -17 -18 18 -20 21 -22 -23 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.00071216136210300557 0.00056180263719722329 0.0002895661623511005 0.00065759458091688725 0.00067968478645471966 0.00045134114401725874 0.00041168440673053911 0.00041659848235757149 0.00055122234760164753 0.00054316130631110247 0.00064549930148285963 0.00030211235761788544 0.00020614188286974976 0.00047453985385158482 0.00099765742415028336 0.00077738760321670265 0.00034920339146743109 -6.5064512594949965e-05 0.00044372202572869317 0.00019908962907929609 0.00067606282184127673 0.00032227627256218639 0.00051949610245353669 0.00078756960415368716 6.77735458794292e-05 0.00046539629718252254 0.00040908052928192523 0.00040069509443699144 0.00027380566277048168 0.00048698983142270267 0.00022912207351741837
leaf_weight=1024 50 22 130 22 41 36 23 27 21 695 20 72 37 21 62 20 20 20 28 385 20 26 37 23 20 61 35 50 53 20
leaf_count=1024 50 22 130 22 41 36 23 27 21 695 20 72 37 21 62 20 20 20 28 385 20 26 37 23 20 61 35 50 53 20
internal_value=0 0.000400502 0.000484968 0.000673356 0.000680706 0.000604265 0.000684805 0.000283009 0.000687522 0.000681533 0.000492692 0.00024984 0.000307201 0.000777981 0.000718126 0.000183259 0.000147184 0.000376552 0.00030102 0.000698986 0.000453798 0.000666158 0.000863636 0.000176205 0.000401055 0.000431631 0.000495464 0.000328546 0.000436338 0.000364646
internal_weight=0 691 402 2430 2335 166 2294 289 2271 2130 95 242 130 141 83 112 92 85 48 1435 47 411 58 45 236 166 85 70 73 81
internal_count=3121 691 402 2430 2335 166 2294 289 2271 2130 95 242 130 141 83 112 92 85 48 1435 47 411 58 45 236 166 85 70 73 81
is_linear=0
shrinkage=0.00196078


Tree=6064
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 2 4 3 4 11 11 12 47 0 4 3 0 2 11 4 13 15 1 16 4 160
split_gain=16.5146 2.17824 1.73327 1.17123 1.12698 0.677625 0.663306 0.658559 0.5868 0.466328 0.44574 0.398617 0.365981 0.295778 0.297287 0.273462 0.262283 0.259305 0.256815 0.334464 0.244738 0.204521 0.194141 0.235723 0.172658 0.203085 0.17927 0.169603 0.161762 0.15777
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 -0.16363499999999997 0.090285000000000018 0.12958500000000003 0.40124500000000002 0.14753000000000002 0.033845000000000007 -0.11171999999999999 0.42051500000000003 1.0000000180025095e-35 0.080150000000000013 0.13597000000000004 0.077555000000000013 -0.066089999999999996 -0.064054999999999987 0.092670000000000016 -0.11437499999999999 0.10252500000000002 0.080455000000000013 -0.15464999999999998 -0.47860499999999995 -0.41396999999999995 0.14262000000000002 -0.037154999999999994 -0.041644999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 -6 13 9 28 12 15 -1 -3 20 -15 22 18 21 -13 -20 -4 -7 23 -8 -11 -26 -27 -9 -5 -14
right_child=1 7 6 8 5 17 10 27 -10 24 -12 16 29 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00063102363157865687 0.00053667565042948221 0.00054370481180854551 0.00075225040546893587 0.0010196483661146726 0.0009209714207861862 0.00072352150156850524 0.00071875872979957343 0.00049502215625146057 0.00054359443742653412 0.00037661422774487851 0.00077817042459350512 0.00096848900495123127 0.00047220448214633793 0.0011822468825730937 0.0009472794241777399 0.0007015879691009831 0.0010518273229108137 0.00042487364543284403 0.00085672633420555248 0.00058919748991940319 0.00093490145815766743 0.00056802195539809629 0.00099639431381298845 0.00089365121887499113 0.00034399291153485871 0.00023326799113705169 -2.9264784785553667e-05 0.00073064968104252727 0.00082000968157339735 0.00029840400224889519
leaf_weight=26 181 58 29 20 31 60 31 24 29 25 171 56 28 37 47 29 32 26 98 22 1028 71 67 670 20 20 20 23 71 71
leaf_count=26 181 58 29 20 31 60 31 24 29 25 171 56 28 37 47 29 32 26 98 22 1028 71 67 670 20 20 20 23 71 71
internal_value=0 0.000519526 0.000883808 0.000636266 0.000769099 0.000656051 0.000906761 0.000397938 0.000786482 0.000356688 0.000869008 0.000859923 0.000420021 0.00093879 0.00105078 0.000888497 0.000888536 0.000603742 0.000858846 0.000807679 0.00092989 0.000639243 0.000895555 0.000885917 0.000239709 0.000182665 0.000102002 0.000610329 0.000863886 0.00034756
internal_weight=0 590 2531 301 422 188 2109 289 120 242 968 234 157 1141 84 797 208 157 176 120 1057 131 768 701 85 60 40 47 91 99
internal_count=3121 590 2531 301 422 188 2109 289 120 242 968 234 157 1141 84 797 208 157 176 120 1057 131 768 701 85 60 40 47 91 99
is_linear=0
shrinkage=0.00196078


Tree=6065
num_leaves=31
num_cat=0
split_feature=1 3 39 4 4 2 2 1 2 2 2 14 11 1 4 0 2 132 3 1 2 39 1 4 15 16 1 4 43 3
split_gain=28.0157 3.52837 2.87444 1.81284 1.71628 1.44352 1.26961 1.10822 0.93934 1.13763 0.894081 0.612238 0.529624 0.735084 0.654013 0.51195 0.500984 0.430517 0.473861 0.389839 0.387435 0.323627 0.316627 0.291705 0.282958 0.25627 0.237032 0.221588 0.213215 0.33495
threshold=0.10752500000000002 -0.053259999999999995 0.056590000000000008 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.089885000000000007 0.094090000000000021 -1.0000000180025095e-35 0.10803500000000001 0.13754500000000003 0.076175000000000007 1.0000000180025095e-35 0.088975000000000012 -0.16363499999999997 -0.15202999999999997 0.11704500000000001 0.088890000000000011 0.20828500000000003 0.12000500000000001 0.094835000000000017 0.095830000000000012 0.091195000000000012 -0.033174999999999989 0.024640000000000006 0.19444000000000003 0.12958500000000003 0.42642000000000008 0.0016850000000000001 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 8 11 20 19 26 12 22 13 25 -15 -16 -2 18 -7 -3 -4 23 -1 -11 -14 28 -10 -25 -8 -30
right_child=1 5 7 -5 -6 17 10 -9 9 21 -12 -13 24 14 15 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.0010932653481500383 0.00098231916380248454 0.00056574767610679069 0.0011262037438937696 0.00064459228476214728 0.00054167855302103204 0.00033130640613907909 0.0010551932115195918 0.00060419452779855395 0.0010310487642564248 0.0007684267326897266 0.00069620797916986228 0.0012836949280149003 0.001078301354468848 0.0010365888047841638 0.00083867850100702453 0.00042793563074048827 0.00064087946383355589 0.00048737154582673619 3.8320727763044549e-05 0.0002733289579710562 0.00082910033612469442 0.00033968130278576032 0.0010132116531698515 0.00046943518031263172 0.0013128073495111347 0.00094041552512694822 0.00073278500388065969 0.00067454670909616334 0.00073375726082161358 0.0010035823277750029
leaf_weight=1114 95 24 27 43 75 44 387 79 21 22 37 59 74 30 28 20 20 24 41 65 45 31 229 81 27 159 20 27 20 153
leaf_count=1114 95 24 27 43 75 44 387 79 21 22 37 59 74 30 28 20 20 24 41 65 45 31 229 81 27 159 20 27 20 153
internal_value=0 0.00055243 0.0010269 0.00104354 0.000772441 0.000447925 0.00105088 0.000764559 0.000520016 0.000593962 0.000994918 0.0010882 0.00100723 0.000990274 0.000809479 0.000667536 0.000922938 0.000255464 0.000189984 0.000352183 0.000940514 0.000519705 0.00107962 0.000562634 0.00114099 0.00100989 0.000885554 0.000520713 0.00102961 0.000972389
internal_weight=0 590 2531 2380 190 400 2337 151 291 202 935 1402 898 797 78 48 115 109 85 89 72 161 1343 130 101 719 41 108 560 173
internal_count=3121 590 2531 2380 190 400 2337 151 291 202 935 1402 898 797 78 48 115 109 85 89 72 161 1343 130 101 719 41 108 560 173
is_linear=0
shrinkage=0.00196078


Tree=6066
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 34 1 2 4 1 52 50 15 131 1 2 49 14 47 15 3 16 13 3 3
split_gain=25.228 4.13778 2.39499 2.27416 1.53106 1.21876 0.953847 0.898112 0.759298 0.689817 0.66245 0.653561 0.644743 0.393719 0.3479 0.299573 0.289221 0.249153 0.248637 0.238778 0.530408 0.234421 0.226922 0.226563 0.218005 0.311171 0.212087 0.206778 0.197411 0.217234
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.11474000000000002 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.089885000000000007 0.40945500000000007 0.091195000000000012 -0.56176499999999996 0.086295000000000011 -0.033689999999999991 0.091440000000000007 0.089770000000000016 0.10613000000000002 -0.053364999999999996 0.096015000000000017 0.090100000000000013 -0.41396999999999995 -0.0025099999999999996 -0.016164999999999995 -1.0000000180025095e-35 0.0022600000000000003 0.20828500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 5 23 6 7 12 -6 10 -4 -5 14 17 -1 -14 24 -12 -2 -17 26 -13 -9 28 -11 -26 -21 -15 -3 -30
right_child=1 2 9 11 8 -7 -8 22 -10 16 13 21 15 27 -16 19 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0010422846931388823 0.0010642607801187359 0.00044563832081912229 0.00025128687264275469 0.00091118409234983145 0.00091527378719042447 0.00068922248361571363 0.0006160471320541855 0.0012703027833661478 0.00050865931901683786 0.00031136455047826948 0.00079422933096979175 0.00068432162488964317 0.0011150794662940994 0.0003381703291590526 0.00095697767169292808 0.00096080628075053667 0.00045180544688793004 0.00052918802398969141 0.0008083336668856004 0.00060642049865597695 0.0011060442614789104 0.00044435018300758249 0.0010452381718684645 0.00067592581740506374 0.00030730156136640145 -6.4014691616786122e-06 0.00087135553579120078 0.00057844479728523155 0.00065371059407635815 0.00045311390644028069
leaf_weight=1117 54 106 46 34 76 48 24 61 23 39 25 34 45 40 220 745 22 30 20 26 20 29 24 34 20 31 21 21 51 35
leaf_count=1117 54 106 46 34 76 48 24 61 23 39 25 34 45 40 220 745 22 30 20 26 20 29 24 34 20 31 21 21 51 35
internal_value=0 0.000557666 0.000503627 0.000986319 0.000617469 0.000998458 0.0010049 0.001009 0.000820808 0.000368596 0.0004504 0.000692096 0.00100134 0.000529358 0.00102825 0.000959353 0.000250273 0.000649661 0.000995091 0.000950723 0.000838601 0.000573859 0.00120676 0.000528395 0.000201009 0.000116619 0.000724796 0.000420888 0.00050227 0.000572072
internal_weight=0 673 599 2448 325 2351 2303 2279 99 274 162 97 2194 116 1337 857 112 55 74 812 67 63 85 226 90 51 47 61 192 86
internal_count=3121 673 599 2448 325 2351 2303 2279 99 274 162 97 2194 116 1337 857 112 55 74 812 67 63 85 226 90 51 47 61 192 86
is_linear=0
shrinkage=0.00196078


Tree=6067
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 42 2 4 49 1 40 2 1 4 1 52 0 15 13 15 43 2 47 39 2
split_gain=40.9766 6.58238 3.72237 3.15691 2.50159 2.10782 1.50431 1.39411 1.1978 1.12731 0.972384 0.903286 0.671583 0.595719 0.510714 0.404376 0.383328 0.377545 0.351828 0.346431 0.32338 0.322418 0.888276 0.318628 0.319549 0.310993 0.299938 0.284268 0.27696 0.291137
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 -0.0060199999999999993 0.092235000000000025 -0.15289999999999995 -0.054984999999999992 0.091450000000000017 -0.078554999999999986 0.31358000000000003 0.12408500000000001 -0.013125 0.13075500000000004 -0.16675999999999999 -0.10836499999999999 -0.10469999999999999 -0.078279999999999975 -0.12255999999999999 0.057265000000000003 0.11411 0.090280000000000013 0.08456000000000001 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 15 9 -8 11 -4 14 -10 -2 21 -3 -6 -14 25 26 -11 22 -1 -20 -25 -13 -5 -15 -12 -30
right_child=1 4 10 19 16 -7 8 -9 12 20 28 18 17 27 -16 -17 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0014893236905242128 0.00088339041504065707 0.00059975755605887226 0.0012578846312355442 0.00096291494525335968 0.00039703378614424538 0.00088068399718335645 0.0010118196862455545 0.00082572555059895795 0.0010189099083928502 0.0013043124813075159 0.00059148517163360814 0.0013024046214577419 0.00069352460816162495 0.0013266918593872795 0.0012297386485810129 0.00034474180874359957 0.00012846524392970898 0.00047798269510053508 0.0012793761659778801 0.00049525040058796507 0.0015894303773143531 0.0013422604686477624 0.0010793857021401516 0.0013156300010968322 0.001111231524201915 0.0011619837975784966 0.00067225908509386785 0.0011364518316074803 0.00067941051856532043 0.00097304764778418805
leaf_weight=31 23 45 22 21 84 48 54 24 20 20 20 300 122 58 211 51 27 42 96 24 65 1202 59 35 184 76 39 63 21 34
leaf_count=31 23 45 22 21 84 48 54 24 20 20 20 300 122 58 211 51 27 42 96 24 65 1202 59 35 184 76 39 63 21 34
internal_value=0 0.000725527 0.00127183 0.000996438 0.000586724 0.00128736 0.000671475 0.00129583 0.000755049 0.00130079 0.000895406 0.0012922 0.000679693 0.00117266 0.00131918 0.00046428 0.000331706 0.000638325 0.00123353 0.000694349 0.00152234 0.00133378 0.00122059 0.00118519 0.0011439 0.00127402 0.000773989 0.00122764 0.000789079 0.000860932
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 144 1503 96 111 164 691 84 85 1292 90 315 219 376 60 121 75 55
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 144 1503 96 111 164 691 84 85 1292 90 315 219 376 60 121 75 55
is_linear=0
shrinkage=0.00196078


Tree=6068
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 150 0 1 4 4 12 4 15 0 3 47 0 15 3 0 1 4 13
split_gain=46.2332 7.66149 4.64603 3.65507 2.82085 2.11952 1.33651 1.31813 1.14915 1.12816 1.10487 0.856975 0.676651 0.596974 0.904961 0.562593 0.481002 0.437994 0.466562 0.36147 0.323867 0.280475 0.271995 0.260044 0.25396 0.250574 0.249979 0.226161 0.199169 0.192474
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.13501500000000002 0.14960000000000004 1.0000000180025095e-35 -0.10607499999999999 0.085345000000000018 0.0067750000000000006 0.40945500000000007 0.09141500000000001 -0.52556499999999995 -0.097454999999999986 -0.15202999999999997 -0.13927999999999999 0.090100000000000013 -0.07929499999999999 -0.03241999999999999 -0.010424999999999999 -0.061629999999999997 0.089770000000000016 -0.0070899999999999991 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 11 28 -5 12 16 21 14 20 17 -4 18 -15 -16 -1 -7 -3 -20 -22 -18 -19 -25 -6 -13
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 29 -14 15 19 -17 25 26 23 -21 24 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011250009368041186 0.00090849768782939346 0.00023543008855275274 0.00023428972040491749 0.0007944408192695683 0.00093815292881316498 0.0009506996261553248 0.0011790223050597282 0.0003853710538549245 0.0002839134116810206 0.00035124926932487689 0.00049495494671872049 -2.3705580764833618e-05 0.00050877889658604422 0.001243787503042141 0.00082290920765460036 0.0007844376945966465 0.00012235641244545914 0.00089499340020401084 0.00095943174401294843 0.00050656474879103269 0.00095722476474377287 0.00080696313625364276 0.00042820953220611553 0.00090408580822675603 0.00069534676575582789 -6.9677899518706649e-05 0.00072012878739572588 0.00068803595828379914 0.00071423826608754671 -0.00023961937162957222
leaf_weight=23 71 191 48 34 21 62 76 37 24 63 48 22 27 21 21 104 41 416 968 41 35 330 33 98 24 72 34 23 56 57
leaf_count=23 71 191 48 34 21 62 76 37 24 63 48 22 27 21 21 104 41 416 968 41 35 330 33 98 24 72 34 23 56 57
internal_value=0 0.000299314 0.000227467 0.000879598 0.000386494 0.000894988 0.000924299 4.08831e-05 0.000658539 0.000506595 0.000776737 -1.22255e-05 0.000809017 0.000913592 0.000792475 0.000924073 6.98491e-05 0.000933382 0.000954302 0.000613714 0.000927637 0.000829697 0.000263831 0.000948719 0.000850698 -1.73323e-09 0.000881781 0.000863018 0.000775306 -0.000179491
internal_weight=0 673 602 2448 325 2351 1884 277 101 97 467 240 419 1808 144 1664 161 1560 1110 62 82 392 224 1089 59 113 450 121 77 79
internal_count=3121 673 602 2448 325 2351 1884 277 101 97 467 240 419 1808 144 1664 161 1560 1110 62 82 392 224 1089 59 113 450 121 77 79
is_linear=0
shrinkage=0.00196078


Tree=6069
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 4 1 48 1 0 1 15 1 40 50 4 3 3 1 1 133 12 39 15 4
split_gain=28.8941 4.8109 2.16817 2.14615 1.58152 1.54502 1.16495 0.939008 0.848275 0.753187 0.732709 0.628356 0.500165 0.494101 0.43148 0.426419 0.341724 0.323348 0.321981 0.264632 0.252697 0.287226 0.298852 0.270255 0.249523 0.255268 0.237164 0.226574 0.225859 0.214476
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.10497000000000002 0.13501500000000002 0.062655000000000016 -0.062539999999999984 0.092845000000000025 -0.015314999999999997 0.086920000000000011 -0.097024999999999986 0.122715 -0.095869999999999983 0.12958500000000003 -0.077714999999999992 0.041865000000000006 -0.072334999999999997 -0.14186499999999996 -0.097174999999999984 0.086920000000000011 0.13075500000000004 -1.0000000180025095e-35 0.095780000000000018 0.096625000000000016 -0.086254999999999984 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 18 17 12 13 -9 -4 -7 -1 16 29 -15 -8 -3 28 21 -14 -23 26 25 -5 -22 -12 -6 -2
right_child=1 4 11 24 19 8 7 10 -10 -11 27 -13 20 14 -16 -17 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010653863890520972 0.0010702934843652388 0.00042804388664043541 0.0009156872694556777 0.00042529434576604025 0.00022494639677022265 0.00072153537105038468 0.00097758791293778443 0.00082758780374051692 0.00069317750410584648 0.0012628765615347742 0.00049540539938073126 0.00059079285814530322 0.0011238278454226073 0.00098118539750792445 0.0010099910563874262 0.00070768462530538146 0.00067202185726716738 0.00064001276285624966 0.0002007349669184609 0.00039493700982454942 0.00099937107126986846 0.00078973433702166909 0.001017377158929697 0.00078178075014376171 0.00035681992311188888 0.00069069433053888147 0.00091310287781530466 0.00031002196992861177 -1.3332745236088979e-05 0.00089947848658036682
leaf_weight=1029 50 46 37 22 65 32 24 24 48 62 139 60 77 27 368 29 28 20 50 26 269 27 124 35 24 38 225 31 20 65
leaf_count=1029 50 46 37 22 65 32 24 24 48 62 139 60 77 27 368 29 28 20 50 26 269 27 124 35 24 38 225 31 20 65
internal_value=0 0.000543264 0.00100201 0.000774869 0.000424599 0.00101386 0.000491986 0.000565532 0.000946255 0.00105123 0.000506877 0.000714722 0.000961651 0.0010422 0.000985781 0.000920164 0.000823793 0.000824145 0.000309654 0.000221831 0.000971801 0.00102637 0.000976673 0.000948282 0.000525792 0.000593381 0.000960079 0.0004616 0.000168881 0.000973746
internal_weight=0 673 2448 228 445 2351 334 238 837 1514 194 97 789 1452 423 144 55 44 96 111 757 228 151 529 84 60 494 170 85 115
internal_count=3121 673 2448 228 445 2351 334 238 837 1514 194 97 789 1452 423 144 55 44 96 111 757 228 151 529 84 60 494 170 85 115
is_linear=0
shrinkage=0.00196078


Tree=6070
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 0 1 1 4 50 12 15 4 4 2 40 0 1 1427 15 3 156 1 160
split_gain=35.4671 5.67722 2.73056 2.60507 2.01654 1.75479 1.35968 1.10339 1.00602 0.861239 0.680598 0.626459 0.543346 0.494187 0.439717 0.378747 0.357956 0.286979 0.285864 0.285664 0.282361 0.282165 0.276803 0.270338 0.266793 0.23991 0.346253 0.266061 0.324018 0.221165
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.13501500000000002 0.10855000000000002 0.09253500000000002 0.062655000000000016 -0.22491999999999998 0.086920000000000011 0.122715 -0.04890499999999999 0.041865000000000006 0.08401500000000002 -0.087894999999999987 -0.0019149999999999998 0.0067750000000000006 0.11411 -0.077714999999999992 -0.099059999999999995 0.13265500000000002 1.0000000180025095e-35 0.040760000000000005 -0.12711499999999995 1.0000000180025095e-35 0.089875000000000024 0.0065900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 21 11 22 -4 12 -7 -1 -2 -10 17 18 -6 -14 -18 -5 -3 -8 -16 25 27 -27 28 29 -13
right_child=1 4 9 20 15 7 8 -9 14 -11 -12 24 16 -15 23 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012507574908865095 0.0011430030532073282 0.00053467859290953085 0.001110999556226095 0.00080334520710060014 0.00031769429704439189 0.00087198443281665146 0.00078762712493400449 0.00083451669493323389 0.00088434937287445493 0.00072377063716604377 0.0014362159859598776 0.0010834817132299929 0.00084466813366954063 0.00085657935506431855 0.00061617342111997485 0.00052287100869066576 0.0012089604225951197 5.3535564737368362e-05 0.0011237652699696218 0.0010175176712989241 0.00056609076034540089 0.00032188783341324795 0.0010372976070902606 0.00038060459894345618 0.0013648361206692172 0.0014301687213401318 0.0011724850951166962 0.0012135198573948061 0.0009087796432568746 0.0011904054451612085
leaf_weight=1029 115 46 34 30 64 32 38 48 21 63 62 255 21 29 126 26 326 21 43 33 54 50 31 22 22 22 226 95 32 105
leaf_count=1029 115 46 34 30 64 32 38 48 21 63 62 255 21 29 126 26 326 21 43 33 54 50 31 22 22 22 226 95 32 105
internal_value=0 0.000673648 0.0011819 0.000925243 0.00054474 0.0011952 0.000620833 0.00112315 0.000700288 0.0008595 0.00123503 0.00114071 0.00122644 0.00108532 0.000618831 0.000315778 0.00116728 0.000252432 0.00103219 0.00119136 0.000650824 0.00042385 0.000899798 0.000581156 0.00115207 0.0011457 0.00119534 0.00112042 0.00109786 0.00111467
internal_weight=0 673 2448 228 445 2351 334 837 238 97 1514 789 1452 144 169 111 423 85 64 359 84 96 69 148 757 735 248 487 392 360
internal_count=3121 673 2448 228 445 2351 334 837 238 97 1514 789 1452 144 169 111 423 85 64 359 84 96 69 148 757 735 248 487 392 360
is_linear=0
shrinkage=0.00196078


Tree=6071
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 3 2 2 123 44 10 0 401 159 394 3 483 3 11 1455 1429 484 1456 1 51 51 1447 42 52 52
split_gain=1.90277 0.4287 0.242704 0.185623 0.156683 0.194049 0.150915 0.0954274 0.0850751 0.0848413 0.0868516 0.124933 0.0895556 0.0741249 0.0894437 0.105133 0.0793621 0.0726797 0.0698779 0.070576 0.0747008 0.197207 0.0775092 0.0867813 0.0901995 0.0810866 0.0732135 0.0824121 0.0657758 0.097781
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.40124500000000002 1.0000000180025095e-35 -0.014944999999999998 0.091265000000000013 0.14122000000000004 1.0000000180025095e-35 0.094585000000000016 -0.062879999999999978 -0.052984999999999997 0.08481000000000001 0.0089800000000000019 -0.08151499999999999 -0.14186499999999996 -0.06916499999999999 -0.05647499999999999 1.0000000180025095e-35 -0.23681499999999997 0.084770000000000012 0.073690000000000019 -0.14739999999999998 0.086920000000000011 0.0038750000000000004 0.090230000000000019 -0.085684999999999997 0.086325000000000013 0.092965000000000006 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 18 8 13 10 11 -4 17 14 -8 -16 -15 -12 19 -1 22 -22 -21 26 -25 -26 27 -24 -17 -30
right_child=1 2 9 -5 -6 -7 7 -9 -10 -11 12 -13 -14 16 15 28 -18 -19 -20 20 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.021420346023514867 0.015616473359469737 0.014575767833782637 0.0057307893625875295 0.0058440153571692388 0.0083195190188837132 0.0054845437849871817 0.0078068053942512393 0.0092959789990833628 0.010246642623096706 0.011974499035965314 0.01181943632130112 -0.0043443366698920722 8.2764416001737123e-05 0.011471554088284789 0.018272079239259258 0.012889345885058773 0.017992416072185293 0.0062835484282338927 0.018800722796689064 0.010901060586740428 0.017243611808156683 0.0073684035394436277 0.022737397020682695 0.015009662230468216 0.0055031021730974315 0.014507910790853201 0.016048161578002054 0.014690510742366315 0.021293091279980931 0.014443417629520703
leaf_weight=20 90 108 32 22 225 30 22 41 50 22 28 20 20 23 60 307 99 155 68 34 42 39 35 362 20 20 862 20 23 222
leaf_count=20 90 108 32 22 225 30 22 41 50 22 28 20 20 23 60 307 99 155 68 34 42 39 35 362 20 20 862 20 23 222
internal_value=0 0.00915422 0.00824547 0.0149872 0.00994659 0.0125994 0.0150721 0.0140022 0.0142416 0.0060162 0.00550215 0.00185574 0.0064362 0.0145058 0.0140714 0.0142966 0.0167631 0.00713057 0.0156675 0.015521 0.0154387 0.0124889 0.0156153 0.0157368 0.0145117 0.0100055 0.0162739 0.0198113 0.0138645 0.0150864
internal_weight=0 730 640 2391 363 138 2369 847 806 277 255 52 203 756 634 612 122 183 1522 1454 1434 81 1353 1319 402 40 917 55 552 245
internal_count=3121 730 640 2391 363 138 2369 847 806 277 255 52 203 756 634 612 122 183 1522 1454 1434 81 1353 1319 402 40 917 55 552 245
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 3 2 14 123 156 0 131 2 13 16 12 4 12 39 43 1456 3 401 131 42 3 131 50 475 2
split_gain=1.54125 0.347247 0.19659 0.150354 0.126947 0.162566 0.125002 0.103402 0.0945941 0.0806609 0.150164 0.0989192 0.0796154 0.0754991 0.0961055 0.0629198 0.0698957 0.0596729 0.0725602 0.0742227 0.0593298 0.0904898 0.0651725 0.0745715 0.0626093 0.0693872 0.0605029 0.0688262 0.0674334 0.0647086
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.40124500000000002 0.10276500000000001 -0.022174999999999997 0.095545000000000005 0.076975000000000002 0.084025000000000016 0.10339000000000002 0.024095000000000002 0.096070000000000016 0.14122000000000004 -0.0062949999999999994 0.052820000000000013 -0.081419999999999979 0.42051500000000003 0.095780000000000018 0.089790000000000023 -0.097804999999999989 0.056145000000000007 -0.15121499999999996 0.080710000000000018 0.090690000000000007 0.088295000000000012 -0.083344999999999989 0.089325000000000015 0.12045500000000002 -0.088274999999999978 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 7 20 12 10 11 13 17 15 -15 16 -4 18 19 -8 21 -1 23 26 25 -25 27 28 -23 -30
right_child=1 2 9 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0074121382573376533 0.014054825973386567 0.013748668891287619 0.010446827353111336 0.0052596135784617887 0.0074267735557791929 0.0067670591018843254 0.019334957136639529 0.017727229986864497 0.0069393771828242376 0.011372600141025726 -0.0017216279207059417 0.010959483715123498 0.0083663810646479441 0.010056357552078838 0.0026261482991416147 0.0013606988288003452 0.0029247113899327818 0.011852073896488595 0.0087275190511718389 0.0138671175289695 0.015627655175203144 0.0084784679252792299 0.015490249662181816 0.015391660495057564 0.012764240551823333 0.021145975210059148 0.0084921673009241069 0.0083898319729736864 0.014058026704937061 0.012338304067214284
leaf_weight=23 90 93 21 22 218 52 28 71 31 21 30 32 41 49 27 67 30 258 24 219 166 27 185 108 67 26 27 28 727 313
leaf_count=23 90 93 21 22 218 52 28 71 31 21 30 32 41 49 27 67 30 258 24 219 166 27 185 108 67 26 27 28 727 313
internal_value=0 0.0082388 0.00742092 0.0134885 0.00895193 0.0112449 0.0135649 0.0139884 0.012319 0.00541458 0.00492583 0.00580824 0.0126116 0.00495855 0.00741668 0.00337535 0.00602205 0.0129406 0.0139769 0.014487 0.013832 0.0136373 0.0137322 0.0134864 0.0152602 0.0165082 0.0131686 0.0132839 0.0134124 0.0135405
internal_weight=0 730 640 2391 363 145 2369 1768 601 277 256 226 570 194 76 118 51 529 271 247 1697 1531 1508 1323 201 134 1122 1095 1067 1040
internal_count=3121 730 640 2391 363 145 2369 1768 601 277 256 226 570 194 76 118 51 529 271 247 1697 1531 1508 1323 201 134 1122 1095 1067 1040
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=31
num_cat=0
split_feature=1 52 2 132 4 96 2 10 2 2 130 13 160 14 123 12 13 4 401 11 10 48 1 50 3 16 4 43 52 481
split_gain=1.24841 0.28127 0.180712 0.126839 0.121787 0.119937 0.110461 0.242638 0.101252 0.0960751 0.0858149 0.104015 0.085454 0.0837558 0.0775538 0.0732378 0.0700681 0.111029 0.0773547 0.091599 0.0578438 0.0573368 0.0537314 0.144858 0.258312 0.111796 0.106708 0.100874 0.0871771 0.0831625
threshold=0.10312500000000001 -0.40967499999999996 0.14753000000000002 0.08764000000000001 0.40124500000000002 0.084000000000000019 0.10276500000000001 0.058500000000000003 0.095545000000000005 0.31358000000000003 -0.076894999999999977 -0.011914999999999999 -1.0000000180025095e-35 0.076975000000000002 1.0000000180025095e-35 -0.07983999999999998 0.10443000000000001 -0.011209999999999999 0.080710000000000018 1.0000000180025095e-35 -0.010699999999999999 0.10184000000000001 0.077565000000000009 0.083090000000000011 -0.096544999999999978 -0.0024749999999999993 -0.050494999999999991 -0.061959999999999994 0.024145000000000003 -0.050084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 9 8 6 7 -3 13 -4 -8 15 -13 22 16 -12 18 -18 19 21 -7 -10 -1 24 -24 26 -26 -27 -28 -25
right_child=1 2 3 -5 -6 20 10 -9 14 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 29 25 27 28 -29 -30 -31
leaf_value=0.012843151313887713 0.012649343375718068 0.011764868168383319 0.0031019900319910042 0.0088591317080759582 0.0047336524140767083 0.0064259017733274961 0.00092246570178152387 0.0037667048772752477 0.012068695656308625 -0.0045899838632480665 0.0083433073744712833 0.013239732435652735 0.0075578069632312147 0.01595450693406952 0.006714624610092295 0.003413671577471264 0.011095253007524477 0.0025438392069190743 0.0072751041767852645 0.016854147575060398 -0.00085581975290551784 0.0077258626224868234 0.0023304519293880143 0.019264966935258022 0.0029189104391705422 0.010975514244193496 0.0093763093380173582 0.01714905986057905 0.015912716891616583 0.012836517027868097
leaf_weight=1138 90 148 62 28 22 20 24 51 386 22 47 37 93 71 38 84 49 22 35 38 24 33 37 22 21 59 111 48 25 236
leaf_count=1138 90 148 62 28 22 20 24 51 386 22 47 37 93 71 38 84 49 22 35 38 24 33 37 22 21 59 111 48 25 236
internal_value=0 0.00741492 0.00667883 0.00303035 0.0121396 0.00745275 0.00790717 0.00971509 0.0122084 0.00108743 0.0066448 0.007171 0.00917497 0.0125896 0.0110871 0.00518232 0.0113822 0.00844552 0.011806 0.012153 0.00245405 0.0117267 0.0124488 0.0116459 0.0101556 0.0112523 0.00955341 0.013745 0.0105779 0.0133847
internal_weight=0 730 640 112 2391 528 484 199 2369 84 285 261 130 1768 601 131 563 71 492 457 44 419 1697 559 301 264 157 107 136 258
internal_count=3121 730 640 112 2391 528 484 199 2369 84 285 261 130 1768 601 131 563 71 492 457 44 419 1697 559 301 264 157 107 136 258
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=31
num_cat=0
split_feature=1 4 1 4 15 376 2 51 2 2 0 3 0 4 48 13 3 14 401 2 1 1447 447 16 42 51 1446 483 1213 42
split_gain=1.01122 0.163314 0.138333 0.121316 0.104674 0.100311 0.118741 0.0996942 0.0879919 0.0810068 0.0787365 0.0786502 0.0689751 0.0672709 0.0833743 0.0635843 0.0974734 0.059771 0.0577677 0.0576304 0.107409 0.0848135 0.0541255 0.0680994 0.0587051 0.112537 0.0726732 0.0970433 0.0939092 0.0675948
threshold=0.10920500000000001 0.27287000000000006 0.094385000000000011 -0.17966999999999997 0.093115000000000017 0.083705000000000016 1.0000000180025095e-35 0.10614000000000001 0.14122000000000004 0.25063000000000007 -0.066089999999999996 0.11296500000000002 -0.13027499999999997 0.41257000000000005 0.084170000000000009 0.10820000000000002 -0.12018999999999998 0.062655000000000016 0.085900000000000018 0.089885000000000007 0.089770000000000016 -0.082869999999999985 0.081385000000000013 -0.097644999999999996 0.086555000000000007 0.0038750000000000004 0.088500000000000009 0.087605000000000002 -0.082414999999999974 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 -4 7 6 -2 10 11 15 12 17 13 14 -5 16 -3 19 -18 22 21 -21 23 -1 29 26 27 -26 -28 -25
right_child=1 9 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.014186615362216132 0.010770021490434297 0.010350975953042508 0.012345054180112256 -0.0014573135418773052 0.011273680258747917 0.0026710066588266808 0.0063625830520777533 0.013745137937366965 0.0064886782079844225 -0.0012234048403721924 0.0018737832211296668 0.0050758562982082369 0.0093319741871069981 0.010153827861755747 0.0060737673045915307 0.00036602290929295124 0.0051363936580301507 0.013840017434475677 -0.00054709611926227807 0.015648819480768659 0.0046854216995979511 0.010466639194372237 0.0071186015572122958 0.011692063261798056 0.010805039997594849 0.0041619331334476119 0.0099276291029084304 0.0035840511822607373 0.019276676097334449 0.015775498531374343
leaf_weight=97 117 34 86 21 77 34 128 20 41 24 33 21 81 22 49 28 169 84 20 33 31 735 27 708 268 27 21 20 22 43
leaf_count=97 117 34 86 21 77 34 128 20 41 24 33 21 81 22 49 28 169 84 20 33 31 735 27 708 268 27 21 20 22 43
internal_value=0 0.0060564 0.0107673 0.00903026 0.00808943 0.00776099 0.00846736 0.00700453 0.0110775 0.00432701 0.0063501 0.0111656 0.00720396 0.00533038 0.00381444 0.00485773 0.00542171 0.011226 0.00453497 0.0111179 0.0104564 0.0106893 0.0115466 0.0116458 0.0114235 0.0103698 0.0108761 0.0103036 0.0147109 0.0119259
internal_weight=0 554 2567 389 303 279 245 226 2178 275 206 2137 173 92 70 251 223 2116 189 2032 799 768 1233 1206 1109 358 331 288 43 751
internal_count=3121 554 2567 389 303 279 245 226 2178 275 206 2137 173 92 70 251 223 2116 189 2032 799 768 1233 1206 1109 358 331 288 43 751
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 1 2 14 40 49 475 1 457 15 0 1 391 474 12 4 0 42 42 0 49
split_gain=23.0034 3.78397 2.05824 1.78869 1.45615 1.21153 1.03687 0.882729 0.874035 0.873522 0.761207 0.621275 0.464445 0.377468 0.346765 0.34066 0.283439 0.277357 0.251872 0.256734 0.227792 0.217886 0.20564 0.196069 0.191921 0.236028 0.164411 0.224088 0.144172 0.143575
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.13501500000000002 1.0000000180025095e-35 -0.062539999999999984 0.40124500000000002 0.09253500000000002 0.089885000000000007 0.062655000000000016 -0.077714999999999992 -0.054984999999999992 -0.08230999999999998 0.091450000000000017 0.097135000000000013 -0.069954999999999989 -0.059114999999999994 0.12408500000000001 -1.0000000180025095e-35 0.081755000000000008 0.095780000000000018 -0.49013999999999996 -0.046359999999999991 -0.012324999999999997 0.086665000000000006 -0.026509999999999995 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 5 13 9 -7 -9 11 -4 12 16 -3 -2 22 -1 21 19 -6 -10 -17 -13 24 -23 -26 -5 -28 -8 -12
right_child=1 4 10 26 18 7 28 8 20 -11 29 15 -14 -15 -16 17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00098109799651028683 0.00063716202453477496 0.00042147434914332972 0.00088566386086099292 0.00034264580766652143 0.00034235095097718003 0.00086866364223894734 0.00077227066368953641 0.00083115143748391576 0.00049961915484719244 0.00057449799146673639 0.00060806574993858148 0.00093343581011966908 0.0011465398919724989 0.00017535737958535843 0.00089980897713549761 0.00070155225228518247 0.00090263699619647336 0.00067522270756275378 2.0770353068798491e-05 0.00012571961988058037 0.00033969853635288245 0.001044269265659754 0.0011310436488950954 0.00087018752164330171 0.00093440357695648746 0.00076592105130354564 0.00065192949454657501 0.00041885430873588909 0.00055659887342970839 0.00042026324060375907
leaf_weight=1127 23 46 34 20 58 30 22 28 134 24 34 41 59 50 121 20 210 21 20 33 46 54 40 303 369 35 35 29 26 29
leaf_count=1127 23 46 34 20 58 30 22 28 134 24 34 41 59 50 121 20 210 21 20 33 46 54 40 303 369 35 35 29 26 29
internal_value=0 0.00051981 0.000929127 0.000725214 0.00041457 0.00047923 0.000940676 0.000554232 0.000508881 0.000946621 0.000649221 0.00095054 0.000976287 0.000293288 0.000857858 0.000909833 0.000968774 0.000897594 0.000220005 0.000263792 0.000458751 0.000903573 0.00103102 0.000908882 0.000934482 0.000919807 0.000497824 0.000546317 0.000655448 0.000521617
internal_weight=0 673 2448 228 445 334 2351 238 208 2303 97 2279 1396 96 144 883 1337 802 111 91 180 781 81 761 458 404 84 64 48 63
internal_count=3121 673 2448 228 445 334 2351 238 208 2303 97 2279 1396 96 144 883 1337 802 111 91 180 781 81 761 458 404 84 64 48 63
is_linear=0
shrinkage=0.00196078


Tree=6076
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 4 2 1 14 131 1 1 457 11 3 43 160 16 47 159 3 4 11 3 0 4 40
split_gain=21.7843 3.56128 2.15411 1.92345 1.08017 0.907549 0.903798 1.09576 0.835653 0.600508 0.590093 0.392135 0.319447 0.317247 0.315981 0.273172 0.233093 0.309066 0.31967 0.211211 0.207448 0.219644 0.203833 0.194253 0.188622 0.187448 0.179568 0.175605 0.17224 0.167083
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.062655000000000016 0.086835000000000009 0.15799000000000005 0.091195000000000012 0.097135000000000013 1.0000000180025095e-35 -0.11171999999999999 -0.016814999999999997 -0.067824999999999983 0.10246000000000001 0.078345000000000012 0.0089800000000000019 -0.0025099999999999996 -0.00059999999999999995 0.082485000000000017 1.0000000180025095e-35 -0.026509999999999995 0.0052350000000000009 -0.0061149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 5 9 7 29 24 11 -5 14 13 -8 -1 16 17 18 -11 -9 21 26 -19 -21 -4 -18 -2 -6 -24 -3
right_child=1 6 8 10 27 -7 12 19 -10 15 -12 -13 -14 -15 -16 -17 25 22 -20 23 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010819386809839098 0.00052550298952372182 0.00059508449562332207 0.0010742077134437405 0.00095308923656560148 0.00087789634770569309 0.00066685510580154022 0.00034278244947780445 0.00058590638552545008 0.00065058254929003763 0.001027831863733678 0.00063824219336988881 0.0012319032552235148 0.00054014217772117672 7.1897902882885379e-05 0.0010006390902447828 0.00078917181547157229 0.001256224302008894 0.0010010674091967128 0.00072190742221855486 0.00046783243541454877 0.00082429518959685867 0.00075947289218677094 0.0011637729581664589 0.00027084670194868108 0.0009194839266910013 0.00105311698617163 0.00065114025656784502 0.00063987216247782263 0.0010139257793816622 0.00078954702305917245
leaf_weight=1117 89 25 69 37 22 24 68 22 32 24 60 59 22 22 220 21 25 608 29 38 20 34 60 39 54 58 86 26 58 53
leaf_count=1117 89 25 69 37 22 24 68 22 32 24 60 59 22 22 220 21 25 608 29 38 20 34 60 39 54 58 86 26 58 53
internal_value=0 0.000630601 0.000754341 0.00102892 0.00104009 0.00104616 0.000466186 0.000553411 0.000932846 0.00105015 0.000758338 0.00107546 0.00032834 0.000276566 0.00106856 0.00101013 0.00101551 0.00100499 0.000860439 0.000416471 0.000633519 0.000615263 0.00101554 0.00036806 0.00100628 0.00111429 0.000587245 0.000748967 0.00109012 0.000727219
internal_weight=0 673 384 2448 2351 2303 289 177 155 2279 97 1396 112 90 1337 883 862 779 53 99 229 209 726 77 123 83 175 48 118 78
internal_count=3121 673 384 2448 2351 2303 289 177 155 2279 97 1396 112 90 1337 883 862 779 53 99 229 209 726 77 123 83 175 48 118 78
is_linear=0
shrinkage=0.00196078


Tree=6077
num_leaves=31
num_cat=0
split_feature=1 3 1 39 4 4 12 15 52 2 4 2 2 14 41 2 13 39 4 16 3 3 4 48 479 475 0 0 133 12
split_gain=1.06899 0.172896 0.14241 0.134704 0.118474 0.116106 0.106259 0.102829 0.0969183 0.086589 0.162948 0.0785081 0.0746568 0.0702759 0.0652105 0.0593127 0.0538798 0.0533725 0.0918168 0.0916572 0.0874982 0.0854506 0.0782519 0.0689047 0.0658011 0.0637768 0.0667278 0.128471 0.0611204 0.0894363
threshold=0.10920500000000001 0.31534000000000006 0.094385000000000011 0.087880000000000014 -0.17966999999999997 -0.036839999999999991 -0.42850999999999995 0.093115000000000017 1.0000000180025095e-35 0.11362000000000001 -0.064804999999999988 0.11362000000000001 0.15950500000000004 0.062655000000000016 0.081560000000000007 0.11728500000000001 -0.066634999999999986 0.08845500000000002 -0.49013999999999996 0.25084500000000004 0.090900000000000009 -0.10519499999999998 -0.14098499999999997 0.082620000000000013 0.098035000000000011 0.016915000000000003 -0.14832499999999996 -0.14001499999999997 0.11524500000000001 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 5 -4 15 -3 8 -6 13 -11 16 -8 14 17 -2 -7 18 19 21 22 -1 -20 -22 25 26 -24 -28 -29 -30
right_child=1 6 4 -5 7 11 12 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 23 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.02285575404763222 0.015784664796147912 0.0065352917838442538 0.012554624590560455 0.0045881316683288528 0.0062844715391411621 0.011522459766517085 0.0023396915317113911 0.011505209424063509 0.011608292745603693 0.00092103142191522899 0.010354456154794849 0.005651413578596106 -0.0052022803428588395 0.014385243330594042 0.0076079226924445145 0.0088741090604225591 0.0073183120135217918 0.0072453644190882821 0.0070527735092726198 0.011097477765923198 0.0034197894545892876 0.013722516587447553 0.016150351603116311 0.011079348399020408 0.0077322309875550374 0.0075168330510080386 0.0037720772298052911 0.012117591278339376 0.0047552484497427943 0.011043984031467797
leaf_weight=20 27 35 86 156 184 54 35 77 42 21 143 133 21 83 44 23 70 29 38 33 24 21 35 23 42 35 20 1305 25 237
leaf_count=20 27 35 86 156 184 54 35 77 42 21 143 133 21 83 44 23 70 29 38 33 24 21 35 23 42 35 20 1305 25 237
internal_value=0 0.00619774 0.0110413 0.00698093 0.00927889 0.00819682 0.00221293 0.00834915 0.00727385 0.0113561 0.00914652 0.00733904 -0.000488548 0.011536 0.0114136 0.0126058 0.00914915 0.0115023 0.0115687 0.0150203 0.0114256 0.0181778 0.0115408 0.00716808 0.0116411 0.0117402 0.0118314 0.0117361 0.0118378 0.0104439
internal_weight=0 554 2567 463 389 307 91 303 226 2178 164 257 56 2014 1931 50 124 1887 1858 74 1784 41 1737 47 1699 1657 1622 1587 1567 262
internal_count=3121 554 2567 463 389 307 91 303 226 2178 164 257 56 2014 1931 50 124 1887 1858 74 1784 41 1737 47 1699 1657 1622 1587 1567 262
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=31
num_cat=0
split_feature=1 1 16 4 45 457 124 13 132 2 133 3 3 3 3 131 13 133 52 16 12 15 1 123 14 0 3 16 3 51
split_gain=0.867294 0.198541 0.116094 0.0900562 0.0852234 0.0827184 0.07934 0.090247 0.123054 0.0753769 0.110866 0.0876279 0.150229 0.0705962 0.134169 0.0656698 0.0880198 0.0645258 0.0826529 0.100333 0.106508 0.10921 0.0629301 0.0853878 0.079342 0.065517 0.0624991 0.0616625 0.0613167 0.0591351
threshold=0.10312500000000001 0.12337000000000002 0.5136400000000001 0.40124500000000002 0.081955000000000014 0.094310000000000019 -0.076779999999999987 0.038215000000000006 0.038060000000000004 0.10276500000000001 0.085635000000000003 0.0022600000000000003 0.11658 -0.14847999999999997 -0.10831999999999999 0.090150000000000022 -0.063184999999999977 1.0000000180025095e-35 -0.088204999999999992 -0.095094999999999985 0.089735000000000023 -0.013969999999999998 0.14860500000000001 0.11679000000000002 -1.0000000180025095e-35 -0.010949999999999998 -0.10831999999999999 -0.25582999999999995 -0.094299999999999981 -0.031924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 9 -1 13 17 10 15 -11 -13 -8 -15 16 -2 18 -9 -20 -21 -22 23 24 -3 27 -19 -24 -23 -26
right_child=1 22 -4 -5 -6 -7 7 8 -10 11 -12 12 -14 14 -16 -17 -18 26 19 20 21 28 25 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0070812096814488017 0.018277186369523409 0.0091343069473320323 0.011434784841185319 0.0037159855625676836 0.015837364493367766 0.002122246736989302 0.01384876488936844 0.011022230031228335 0.0013852541528732137 0.0042234833448259327 0.0047489697155966007 0.014950531516369665 0.0054242109575746017 0.003337338263237918 0.010437353079684545 0.0077656220189634383 0.010216976351858606 0.013544306920331746 0.011196443791303671 -0.0011159793635749299 0.0009070491019104208 0.013569986288036621 -0.00020649974573064934 -0.00097831814782693986 0.009166948422384651 -0.0030174336480823429 0.0085353170650357257 0.0071229678966725878 0.0060155410319566727 0.0036753955246404488
leaf_weight=85 20 48 64 22 26 34 59 61 22 114 44 25 49 27 1869 44 42 53 33 23 21 21 22 22 23 22 47 24 22 133
leaf_count=85 20 48 64 22 26 34 59 61 22 114 44 25 49 27 1869 44 42 53 33 23 21 21 22 22 23 22 47 24 22 133
internal_value=0 0.00614647 0.00750071 0.0100845 0.0101436 0.00682388 0.0100805 0.0101934 0.00858751 0.00729682 0.00896866 0.00596291 0.00864256 0.0104422 0.0103362 0.0107202 0.012817 0.00915138 0.00802503 0.00650146 0.0047206 0.00681812 0.00413815 0.00494067 0.00557899 0.00147095 0.0111901 0.00361757 0.00970492 0.00448505
internal_weight=0 730 436 2391 2369 372 2343 2258 303 338 150 188 74 1955 1896 106 62 281 181 120 87 64 294 226 204 68 100 46 43 156
internal_count=3121 730 436 2391 2369 372 2343 2258 303 338 150 188 74 1955 1896 106 62 281 181 120 87 64 294 226 204 68 100 46 43 156
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=31
num_cat=0
split_feature=1 12 1375 44 1 484 130 3 12 9 4 133 13 15 34 2 4 15 41 49 0 0 151 3 148 13 1 4 16 0
split_gain=0.703992 0.182617 0.13051 0.115565 0.117791 0.118275 0.11524 0.0832851 0.0997779 0.0779146 0.112104 0.0778321 0.0880129 0.0664763 0.0641074 0.111195 0.0734176 0.0675915 0.0599441 0.0971134 0.0751014 0.0598436 0.0726456 0.0793602 0.0627252 0.0550903 0.059531 0.0530802 0.049956 0.0862224
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 1.0000000180025095e-35 0.087325000000000014 -0.011244999999999998 -1.0000000180025095e-35 0.31370500000000007 -0.42850999999999995 0.081890000000000004 0.40124500000000002 0.087435000000000013 -0.0093149999999999986 0.13592500000000005 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 -0.042209999999999991 0.085095000000000018 -0.14917999999999998 -0.14920999999999998 -0.23194499999999998 -0.084129999999999996 -0.0063699999999999989 -0.062044999999999996 -0.090639999999999984 0.093400000000000025 0.022185000000000003 0.0073350000000000004 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 14 -9 10 13 21 -13 18 -2 -16 -17 -18 19 -3 -21 24 -23 -24 -8 -25 -27 -28 29 -22
right_child=7 9 3 -5 5 6 11 8 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 20 28 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.00019637417939046155 0.0014377750694578471 0.016293518375605345 0.0092987763127722941 0.013750744321649628 0.012994491462798222 -0.00081061683863831255 0.0072679779236204918 0.0057527947855894185 -0.0011148032316538904 0.01435325286222686 0.0027320032577133843 0.0062741863713599751 -0.0026259039965225387 0.0053693185851443562 0.0085206120938528338 0.0094509810209274306 0.0041002674253069844 -0.0021145288832485677 0.0047008705890870528 0.013476394728336128 0.0029508255608379844 0.004226388771002349 0.0051351012318501376 0.0060840393738964436 -0.00065194551367312673 0.0071780991624109452 0.010735071372861664 0.016969803411682898 0.0082836320251532796 0.0095594862337866869
leaf_weight=23 43 20 170 28 23 26 20 34 56 29 27 25 20 44 85 21 105 21 28 42 20 50 46 26 20 24 36 22 456 1531
leaf_count=23 43 20 170 28 23 26 20 34 56 29 27 25 20 44 85 21 105 21 28 42 20 50 46 26 20 24 36 22 456 1531
internal_value=0 0.00879362 0.00717986 0.00749638 0.00715165 0.00607173 0.00556626 0.0041201 0.00147962 0.00920423 0.00913535 0.00613996 0.00231859 0.0092161 0.00498425 0.00564158 0.00397683 0.00306447 0.00929682 0.00935902 0.00929133 0.00684472 0.00753819 0.00861346 0.00330802 0.010095 0.0113667 0.0131 0.00920375 0.00947427
internal_weight=0 2756 559 536 508 338 315 365 90 2197 2168 289 45 2141 275 232 147 126 2097 2069 2049 244 204 154 40 108 82 58 2007 1551
internal_count=3121 2756 559 536 508 338 315 365 90 2197 2168 289 45 2141 275 232 147 126 2097 2069 2049 244 204 154 40 108 82 58 2007 1551
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 1375 44 150 47 149 0 14 475 1 151 47 4 4 156 0 0 131 52 15 12 16 151 13 0 48 160
split_gain=0.57142 0.157051 0.12698 0.117098 0.104069 0.0868127 0.0757599 0.0691881 0.092723 0.0724777 0.0648772 0.069288 0.0978171 0.0780458 0.0645675 0.0643473 0.0597591 0.0543988 0.112159 0.075001 0.0742926 0.0541472 0.0584542 0.0778313 0.0535604 0.0526071 0.0523088 0.050299 0.0584846 0.0927113
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.077604999999999993 -0.27302499999999996 0.081805000000000017 -0.082924999999999985 0.085505000000000012 0.081720000000000015 -0.040504999999999992 0.082295000000000021 -0.080204999999999985 0.094090000000000021 -0.088534999999999989 0.077555000000000013 0.042705000000000007 0.022185000000000003 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.096070000000000016 0.096795000000000006 -0.090644999999999989 -0.083994999999999986 -0.45661999999999997 -0.084129999999999996 -0.08645499999999999 -0.085669999999999982 0.092475000000000016 -0.059339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 17 16 11 -8 14 -14 21 27 -9 18 19 -2 -21 22 -13 -24 -17 -15 -26 -3 -29 -30
right_child=7 15 -4 4 5 -7 10 9 -10 -11 -12 12 13 25 -16 24 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=0.012631806400895585 -0.0012703412170641318 0.0092303690430965302 -0.00039073927574253718 -0.00017673668006192085 0.0024790087402586573 0.013158071211073548 0.0024345654162037113 0.011878375778906047 0.0091999828629195698 0.00054226382192046872 0.012396005867049099 0.00582163454639877 0.011187266068670645 0.0011270928451971661 0.013699725723784903 0.0089286419734488972 0.0055794793078065164 0.0068156810625540944 -0.0039549464326081498 0.002659978921186518 0.0090257661702873356 0.0033008900216026679 0.0049908940389286728 0.012194194309413434 0.0029802904926658482 0.005627978991979035 0.0068608299281561012 0.0082971735546343312 -0.00044814425520598887 0.0077346542405171527
leaf_weight=32 39 634 26 23 44 20 37 20 20 21 20 43 22 31 23 93 61 22 31 110 22 21 20 60 44 160 165 1192 20 45
leaf_count=32 39 634 26 23 44 20 37 20 20 21 20 43 22 31 23 93 61 22 31 110 22 21 20 60 44 160 165 1192 20 45
internal_value=0 0.00790014 0.00643983 0.00675924 0.00640061 0.00670257 0.00643415 0.00359036 0.00267608 0.00577748 0.00683237 0.00656553 0.00696776 0.00554712 0.00877971 0.00828769 0.00713476 0.00209358 0.0015793 0.00258258 0.00372094 0.00799388 0.00879512 0.0103934 0.00693223 0.00489747 0.00604387 0.00850417 0.00813789 0.00521687
internal_weight=0 2775 582 556 524 501 481 346 244 102 437 417 380 213 167 2193 81 224 202 171 132 144 123 80 302 191 209 1891 1257 65
internal_count=3121 2775 582 556 524 501 481 346 244 102 437 417 380 213 167 2193 81 224 202 171 132 144 123 80 302 191 209 1891 1257 65
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=31
num_cat=0
split_feature=1 12 2 1 47 14 3 132 3 484 43 3 1375 42 12 3 150 131 0 16 133 3 475 16 16 2 11 15 43 3
split_gain=0.464615 0.132675 0.126955 0.0935066 0.0847619 0.0602438 0.0584675 0.0748528 0.0795685 0.0602197 0.058331 0.101472 0.0573407 0.0564058 0.0546469 0.0543256 0.0541506 0.0568124 0.0533178 0.085759 0.0628543 0.0502339 0.0479784 0.0608524 0.0735069 0.0591373 0.0469309 0.107584 0.134937 0.0765595
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.089625000000000024 0.077555000000000013 -0.10708499999999999 0.30112000000000005 0.10613500000000002 0.42240500000000009 -0.011854999999999999 -0.11720999999999999 -0.017889999999999996 -0.096099999999999977 0.09112000000000002 0.099815000000000015 0.076840000000000006 0.094365000000000018 0.095715000000000008 -0.23194499999999998 -0.15241499999999997 0.087435000000000013 0.31299000000000005 -0.029109999999999997 -0.039889999999999988 -0.12029499999999999 0.097220000000000015 1.0000000180025095e-35 0.040760000000000005 -0.11008499999999999 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 22 -5 9 8 -8 -2 -7 -12 -13 18 26 16 17 -11 -14 -20 21 -21 -1 24 -24 -25 29 28 -28 -3
right_child=6 14 -4 5 -6 10 7 -9 -10 15 11 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0030324771364340216 0.0091041255919706264 0.0038597763803872201 -0.0016836236654357477 0.0088049866832219641 0.012582791537525121 0.0096149185206741098 0.0015035190890372104 0.0056298550934745714 -0.005981313809752465 0.0012811746005437191 -0.00062358568019762236 -4.5047707057424956e-05 0.0024871399393305185 0.00068948281038066616 0.0063549543921497739 0.0067286368858601375 0.0074913952632674162 0.006666806679340484 0.012783440155908467 0.0075666573065522637 0.0012316895369440318 0.0025291702564572919 0.0086863061335558708 0.011715760914861069 0.0022504276469200186 0.0059329663070717027 0.00058553366794843566 0.013223822449086882 0.0093516699516150211 0.0076537903945871249
leaf_weight=27 21 55 22 39 31 22 49 26 20 132 37 21 38 23 372 42 21 23 20 113 25 24 36 48 35 28 22 49 87 1613
leaf_count=27 21 55 22 39 31 22 49 26 20 132 37 21 38 23 372 42 21 23 20 113 25 24 36 48 35 28 22 49 87 1613
internal_value=0 0.0071025 0.00576965 0.00605884 0.00776534 0.00509245 0.00315564 0.00105708 -0.000665998 0.00398979 0.00464419 0.00428088 0.00496825 0.00540149 0.00745966 0.00349713 0.00272597 0.00208033 0.00589411 0.00660546 0.00584274 0.00668418 0.00690706 0.00761872 0.00551369 0.00958526 0.00768472 0.00933193 0.00758236 0.00752869
internal_weight=0 2787 589 567 205 362 334 95 69 239 323 301 264 243 2198 218 176 155 220 182 162 137 174 147 71 76 1826 158 109 1668
internal_count=3121 2787 589 567 205 362 334 95 69 239 323 301 264 243 2198 218 176 155 220 182 162 137 174 147 71 76 1826 158 109 1668
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 10 4 1 2 48 2 12 51 51 42 1446 12 42 159 4 123 12 12 16 1 4 43 0 43
split_gain=0.37968 0.14464 0.115221 0.103973 0.0904664 0.0772075 0.076148 0.0652969 0.0843837 0.181996 0.121583 0.0846962 0.0730145 0.072175 0.0701438 0.0632673 0.175367 0.116031 0.100464 0.0965211 0.0699907 0.0619535 0.0565437 0.0710314 0.0533086 0.089964 0.075253 0.0562693 0.0486564 0.0500604
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.079859999999999987 -0.082249999999999976 0.088135000000000005 0.08647500000000001 0.084170000000000009 -0.080614999999999978 0.11650500000000001 -0.20636999999999997 -0.065634999999999985 0.088465000000000002 0.08393500000000001 0.086095000000000019 0.086135000000000003 -0.079544999999999991 -0.083439999999999986 0.083965000000000012 0.093965000000000007 0.09474500000000001 -0.082039999999999988 0.09253500000000002 -0.073934999999999987 -0.08287499999999999 -0.15202999999999997 -0.081779999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 21 7 -2 12 28 11 14 -10 13 -6 -11 18 17 -17 19 -15 -21 -1 24 -24 26 27 -13 -26 -9 -30
right_child=3 -3 -4 -5 5 -7 -8 8 9 10 -12 22 -14 15 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0017898374237120152 -0.0017309080857114915 -0.00017552947851293016 0.0023247791851799078 0.0087649056288812838 0.01337945710512854 0.011139448770125838 0.002980460954111135 0.010007598018273712 0.00094358459297966745 0.0016370473522692921 0.0040216680687214989 0.014370256233960391 0.0014779095374979079 0.013203243649116271 -0.006738145136041567 0.017160354182124138 0.0025943554515871865 0.0086851786256634776 0.0019191830975210503 0.0067274134648703148 0.011248248691569915 0.0054522221726882791 7.8169171414945446e-05 0.0060410836846322606 0.0081551353941022448 0.0093388372783859575 0.0073763710797356916 0.0031226232240442187 0.0074984292372013706 0.0061744970599876513
leaf_weight=21 39 33 65 28 21 38 285 44 28 20 95 25 20 27 20 30 24 35 36 460 37 27 23 152 33 75 40 68 433 839
leaf_count=21 39 33 65 28 21 38 285 44 28 20 95 25 20 27 20 30 24 35 36 460 37 27 23 152 33 75 40 68 433 839
internal_value=0 0.00640536 0.00648473 0.00291859 0.00658597 0.00666469 0.00241335 0.00659892 0.00629564 0.00528961 0.00207434 0.00626722 0.00743182 0.00760955 -0.00255055 0.00742285 0.00989951 0.0125968 0.00702924 0.00738031 0.00706397 0.00228382 0.00662554 0.00525739 0.00761901 0.00671517 0.0100663 0.00476691 0.00673827 0.00662518
internal_weight=0 2769 2736 352 2671 2623 324 2585 1895 579 135 444 690 670 40 649 89 65 560 524 497 48 416 175 241 176 65 101 1316 1272
internal_count=3121 2769 2736 352 2671 2623 324 2585 1895 579 135 444 690 670 40 649 89 65 560 524 497 48 416 175 241 176 65 101 1316 1272
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=31
num_cat=0
split_feature=1 9 123 44 2 123 48 40 400 13 48 1427 147 11 11 96 2 10 15 51 16 4 51 401 51 51 43 401 133 1429
split_gain=0.31765 0.0947052 0.105613 0.0994098 0.0875371 0.0888937 0.0679397 0.0654101 0.0672428 0.0616908 0.0558235 0.0529656 0.0522787 0.0796215 0.0855622 0.0503587 0.0529877 0.0594415 0.0580365 0.0566533 0.0650062 0.0915437 0.0499228 0.0437436 0.045539 0.0747663 0.0632081 0.0509698 0.0658395 0.0504045
threshold=0.12000500000000001 -1.0000000180025095e-35 0.083855000000000013 0.081805000000000017 0.097070000000000004 0.085740000000000011 0.13504500000000005 0.0046150000000000002 -0.07520499999999998 0.25761500000000009 0.085700000000000012 1.0000000180025095e-35 0.089365000000000014 0.080455000000000013 0.085155000000000022 0.087655000000000025 0.13622000000000004 0.058500000000000003 1.0000000180025095e-35 0.097935000000000008 -0.11118499999999999 0.62736500000000006 0.14722500000000002 0.083100000000000021 0.080335000000000018 0.087505000000000013 -0.08287499999999999 -0.45783499999999994 0.5136750000000001 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 7 8 -6 11 -7 -10 13 23 -15 16 17 18 -2 20 21 -18 -21 24 27 -26 -27 28 -3 -29
right_child=15 3 -4 -5 5 10 -8 -9 9 -11 -12 -13 -14 14 -16 -17 19 -19 -20 22 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.004202914256602526 0.0042259105568373343 0.006937479196349159 0.0054628281477982037 0.011560507685935591 8.8193675566634007e-05 -0.0015651775128913649 -0.00055360226426273587 -0.00013969307765364649 0.0053533924336837922 0.011177210081368686 0.0044486163184046749 0.010049016483128071 0.0024121133871754081 0.014447858980080733 0.0063109791288817572 -0.0019163802013887716 -0.00071049287352104528 0.00062479426631250907 0.010126917797606438 0.006968095490773177 -0.0031712011301990705 0.0069987490961163235 0.00047378098766785118 0.0074791487777831345 -0.00081806800273783592 0.00072992477841951229 0.0059492353551710651 0.0064096846951663573 -0.00090762116014957432 0.0041097725963375976
leaf_weight=20 100 20 26 30 22 33 20 21 614 20 29 25 37 24 28 24 43 37 20 29 37 24 20 204 23 27 165 1273 23 103
leaf_count=20 100 20 26 30 22 33 20 21 614 20 29 25 37 24 28 24 43 37 20 29 37 24 20 204 23 27 165 1273 23 103
internal_value=0 0.00576014 0.00126033 0.00583566 0.00577231 0.00488144 0.00519347 0.00535721 0.00552671 0.00570827 0.00124773 0.0055371 0.00613476 0.00620763 0.0100665 0.00249667 0.00283833 0.00412896 0.00520941 0.00151395 0.000193119 0.00205103 0.00431735 0.00609846 0.00592609 0.00456984 0.00521527 0.00613158 0.00274126 0.00623753
internal_weight=0 2787 46 2741 2711 784 722 702 681 659 62 639 1927 1890 52 334 310 157 120 153 104 67 49 1838 1634 215 192 1419 43 1376
internal_count=3121 2787 46 2741 2711 784 722 702 681 659 62 639 1927 1890 52 334 310 157 120 153 104 67 49 1838 1634 215 192 1419 43 1376
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 2 3 157 13 4 0 3 4 47 1 47 4 3 14 0 2 1 2 48 155 49 15
split_gain=14.9441 1.87842 1.5593 1.20711 1.00099 0.725512 0.704602 0.604659 0.555746 0.44335 0.303475 0.312569 0.282623 0.236719 0.29602 0.236173 0.225701 0.218663 0.217988 0.225901 0.358759 0.217928 0.210952 0.208198 0.239081 0.203096 0.216321 0.182372 0.151632 0.12798
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 -0.16363499999999997 0.091545000000000015 0.14285500000000004 -0.11171999999999999 -0.071119999999999989 -0.00096999999999999983 -0.00059999999999999995 -0.088774999999999979 -0.059315 0.024790000000000003 0.078345000000000012 0.16175000000000003 0.077555000000000013 -0.046564999999999988 0.092670000000000016 0.076175000000000007 -0.067094999999999988 0.088930000000000023 0.081315000000000012 0.10402500000000002 0.084670000000000009 0.10158500000000002 -1.0000000180025095e-35 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 9 28 -6 21 10 -1 -5 16 13 -9 -15 -13 -12 -7 19 -11 -21 23 25 -4 -25 26 -8 -2 -3 -10
right_child=1 5 7 8 6 17 22 12 29 18 11 15 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00048517886897602412 0.00063381891673296891 0.00027638955912598427 0.00080826900534681936 0.00024955799698135725 0.00080458365149847842 0.00022863877059263834 0.00071998883680510922 0.00089270965978876951 0.00033623304902415037 0.00082988716747568931 0.00036338985081062929 0.00075637549107803674 0.00067094912326523006 0.00075371965978014537 0.00057464042088349414 0.00048269119297126027 0.00057192607449955534 2.7890946688678332e-05 0.00090562163158228583 0.00073219588259615463 0.00045459213535469059 0.00093108289791723651 0.0003268295636854502 0.0007675939969673713 0.00058581624180078509 0.00043115481009913811 0.00049640871816021234 0.00082539865316129195 0.00043127649139892797 0.00012451745506188652
leaf_weight=26 81 32 920 20 31 126 28 43 21 58 56 27 223 537 38 22 31 25 32 96 22 46 28 271 31 60 41 25 101 23
leaf_count=26 81 32 920 20 31 126 28 43 21 58 56 27 223 537 38 22 31 25 32 96 22 46 28 271 31 60 41 25 101 23
internal_value=0 0.000403255 0.000749784 0.00050984 0.000640983 0.000288413 0.000534442 0.000771554 0.000420184 0.00072658 0.000475077 0.000508242 0.000730787 0.000752379 0.000741885 0.000633497 0.000437696 0.000195402 0.000756756 0.000729689 0.000680439 0.000798593 0.000481102 0.000793605 0.000748935 0.000514587 0.000587137 0.000679003 0.00039401 0.000225564
internal_weight=0 590 2531 306 422 284 188 2109 200 234 156 136 841 618 575 49 87 151 208 176 118 1268 157 1222 302 129 69 106 133 44
internal_count=3121 590 2531 306 422 284 188 2109 200 234 156 136 841 618 575 49 87 151 208 176 118 1268 157 1222 302 129 69 106 133 44
is_linear=0
shrinkage=0.00196078


Tree=6085
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 4 2 2 2 124 457 0 50 4 16 3 52 49 13 40 15 48 394 4 49 3 43 0 0 1
split_gain=19.0304 3.0845 1.61322 1.24968 1.23976 0.850546 0.768738 0.610761 0.607311 0.500251 0.391305 0.442826 0.362498 0.350348 0.343502 0.317734 0.264807 0.254428 0.24484 0.238186 0.215802 0.201764 0.193949 0.255324 0.185841 0.180053 0.179348 0.176517 0.23262 0.173583
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.042705000000000007 -1.0000000180025095e-35 0.13913500000000004 0.10855000000000002 -0.080389999999999989 0.29113500000000009 -0.084044999999999995 0.041865000000000006 0.40124500000000002 -0.44310499999999992 -0.14186499999999996 -0.53964499999999982 -0.08130999999999998 -1.0000000180025095e-35 -0.077714999999999992 -0.084564999999999987 0.092475000000000016 -0.081744999999999984 -0.52556499999999995 -0.017229999999999999 0.12745000000000004 -0.00045499999999999995 -0.11173999999999999 -0.16360999999999995 0.13869000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 16 7 19 10 -8 17 11 15 20 14 -7 -1 -2 -4 -10 -3 29 22 -13 -24 -18 -20 -6 28 -17 -5
right_child=1 3 9 12 26 13 8 -9 18 -11 -12 21 -14 -15 -16 27 24 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010363003591889637 0.00089996360930057878 0.00038409171656142519 0.0006520262342030646 0.00033307570164517111 0.00036044431919300999 0.00087762417815273337 0.00063909648264964163 0.00052061811819964759 0.00036149208561382011 0.00080965160488748406 0.00059871969868043778 0.00071290912394130455 0.00039587016126104428 0.00053050557341353564 0.0007303839822236501 0.00086765054735093332 0.00054873562297052473 0.00040632019348602234 0.00043837150180901308 0.00018858611309791311 -4.6730789666374521e-05 0.00073683441473271823 0.0010384531707322898 0.00084857143876984945 0.00075712234043238448 0.00064251256915621264 0.0005443593720848368 0.00090040619560171004 0.00063194299798206475 0.00011793029338172227
leaf_weight=62 41 46 26 21 36 85 73 20 98 28 21 39 26 25 215 60 21 43 46 50 20 66 28 985 76 26 47 723 22 46
leaf_count=62 41 46 26 21 36 85 73 20 98 28 21 39 26 25 215 60 21 43 46 50 20 66 28 985 76 26 47 723 22 46
internal_value=0 0.000464116 0.000836411 0.000371296 0.000653955 0.000846635 0.000430821 0.000861572 0.000489509 0.000588605 0.000864972 0.000867788 0.00019272 0.000753518 0.000772102 0.000901045 0.00076785 0.000498905 0.000425274 0.000282266 0.000132009 0.000841998 0.000848596 0.00085382 0.000712008 0.000512089 0.000464589 0.000890628 0.000804412 0.000185364
internal_weight=0 673 2448 452 221 2351 339 2026 243 97 2006 1985 113 325 300 867 138 69 170 96 87 1118 1052 1013 97 72 83 805 82 67
internal_count=3121 673 2448 452 221 2351 339 2026 243 97 2006 1985 113 325 300 867 138 69 170 96 87 1118 1052 1013 97 72 83 805 82 67
is_linear=0
shrinkage=0.00196078


Tree=6086
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 403 43 3 15 1 9 4 483 15 2 41 0 152 43 1419 12 12 160 484 480 481 1371 49 49 0
split_gain=0.387589 0.109164 0.0992464 0.0875616 0.0837103 0.0790098 0.0705399 0.0761814 0.0568709 0.0536446 0.0516411 0.0555285 0.0509921 0.0498448 0.0570554 0.0556066 0.0513408 0.050145 0.0480329 0.0894483 0.113226 0.0502805 0.0805277 0.0680059 0.0641522 0.0693062 0.0615088 0.0773848 0.0573559 0.0557483
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 0.085340000000000013 -0.011919999999999998 0.13524500000000003 0.024640000000000006 0.16773500000000005 0.081890000000000004 0.40124500000000002 0.098395000000000024 0.13592500000000005 0.12992500000000004 0.085095000000000018 -0.14920999999999998 0.083250000000000018 -0.0019149999999999998 0.083440000000000014 0.083645000000000011 0.083785000000000012 -0.55323499999999981 -0.081614999999999979 -0.092774999999999982 -0.099059999999999995 0.083235000000000017 0.10969000000000002 0.11843000000000002 -0.047369999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8 12 11 13 -2 14 15 16 -3 18 21 20 -20 23 -23 -18 -24 -26 27 29 -29 -27
right_child=9 10 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00062203672916992861 0.0027548524309192993 0.010302944775903598 -0.00089864802900522676 0.0034944319062467132 0.011213992050705621 0.010563408506901137 0.0060947240405813188 0.0020969089153114449 0.010587153641972692 -0.0019143189242838519 0.010795282203083238 0.002415798116295088 0.0079748469381593166 0.0033477585234901529 0.011814450087364425 0.0022687322263534172 0.0056916044762117734 0.001702539105899632 -0.00079891113922573058 0.011339506375250118 0.0059730372653508798 0.0012678384198807182 0.0013756540045142176 0.01158810345728372 0.012096263063398914 0.0069756978932799842 0.012218752943656663 0.00010760021913382742 0.0058075277454347589 0.011342240187029045
leaf_weight=23 291 40 26 175 26 28 236 43 32 23 30 31 20 44 22 28 31 20 26 29 490 25 20 53 27 1152 22 27 51 30
leaf_count=23 291 40 26 175 26 28 236 43 32 23 30 31 20 44 22 28 31 20 26 29 490 25 20 53 27 1152 22 27 51 30
internal_value=0 0.00635078 0.00514177 0.00542073 0.0056781 0.00539808 0.00510049 0.00600422 0.00663113 0.0027459 0.00667476 0.00661774 0.00309054 0.00667869 0.00674872 0.0066949 0.00675557 0.00668472 0.00673497 0.00593553 0.00563182 0.00703796 0.00689068 0.00941201 0.00699645 0.00708233 0.00697673 0.00688521 0.00383448 0.00708652
internal_weight=0 2787 589 563 540 514 486 311 268 334 2198 2168 311 2137 2093 2071 2043 2003 1983 545 516 1438 1354 84 1329 1309 1282 1260 78 1182
internal_count=3121 2787 589 563 540 514 486 311 268 334 2198 2168 311 2137 2093 2071 2043 2003 1983 545 516 1438 1354 84 1329 1309 1282 1260 78 1182
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=31
num_cat=0
split_feature=4 2 123 149 10 3 39 40 16 52 16 13 52 157 1429 156 3 52 15 160 475 42 42 52 0 483 1456 15 48 1446
split_gain=0.321589 0.125004 0.0973492 0.0901132 0.0711323 0.0621603 0.0611806 0.0696079 0.0499605 0.0493564 0.0658699 0.0846048 0.136776 0.085874 0.149238 0.109001 0.0916654 0.119024 0.0997464 0.0951861 0.0730987 0.0823008 0.106551 0.101322 0.0779372 0.0665273 0.0748661 0.0660941 0.072503 0.0594049
threshold=0.27287000000000006 0.17025000000000004 0.11021500000000002 0.07770500000000001 -0.079859999999999987 0.20828500000000003 -0.0091949999999999983 -0.08440499999999998 -0.008904999999999998 -0.56176499999999996 -0.062804999999999986 -0.07743499999999999 0.5140450000000002 -0.080299999999999996 0.084770000000000012 0.080810000000000007 -1.0000000180025095e-35 -0.24456499999999998 -0.099734999999999976 -1.0000000180025095e-35 -0.081364999999999979 -0.080354999999999982 0.086835000000000009 -1.0000000180025095e-35 -0.060129999999999996 -0.095084999999999989 -0.16480999999999998 0.11773500000000002 -0.0046349999999999994 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 8 -8 -9 -11 25 13 14 15 -13 20 -18 -19 -20 -15 24 23 -23 -22 -12 -27 28 -28 -30
right_child=3 -3 -4 -5 -6 -7 7 9 -10 10 11 12 -14 16 -16 -17 17 18 19 -21 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.010499399075091913 -0.001954355525473754 -0.00038747139500849175 -0.00017069630730138333 0.0079641759761476093 0.0025992060277055494 0.0024727543126264553 0.0053996597665051625 0.0085785953693890155 -0.00037156310242911179 0.0064038108220801984 0.009912165822064941 -0.0013240227070839509 -0.0026052726171910765 0.0086531005986034883 -0.0039402862261340493 0.0067918049741804726 0.0015447581586406822 0.0036650451552122836 0.0085125811869983335 0.016407895424904732 0.0054823026496634477 0.0033106338164220839 0.0051686949225689246 -0.0026070475910923313 0.012255038369801782 0.00095290830317285979 0.01084772329938052 0.011626925044269725 0.0050747817131818638 0.008036664147203899
leaf_weight=29 39 33 27 28 285 53 30 70 30 1239 47 23 25 45 28 59 22 20 37 26 89 93 184 42 21 28 29 22 333 85
leaf_count=29 39 33 27 28 285 53 30 70 30 1239 47 23 25 45 28 59 22 20 37 26 89 93 184 42 21 28 29 22 333 85
internal_value=0 0.00573042 0.00580421 0.00252145 0.00205109 0.00586376 0.00593142 0.005881 0.00251405 0.00595969 0.00588628 0.00537656 0.00466073 0.00492438 0.00236305 0.00451541 0.00541098 0.00808435 0.00981773 0.011771 0.00481878 0.00441658 0.00360324 0.00146958 0.00677528 0.00631608 0.00597601 0.0062759 0.00601253 0.00567708
internal_weight=0 2769 2736 352 324 2709 2656 2627 60 2567 2497 1258 714 689 110 82 579 105 83 63 474 429 319 135 110 544 497 469 447 418
internal_count=3121 2769 2736 352 324 2709 2656 2627 60 2567 2497 1258 714 689 110 82 579 105 83 63 474 429 319 135 110 544 497 469 447 418
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 1 13 49 50 1 40 52 1 2 1 0 0 4 15 47 2 1 123 14
split_gain=13.8256 2.26661 1.02434 1.02298 0.900671 0.698114 0.55909 0.467658 0.436262 0.398738 0.465901 0.333552 0.281398 0.236019 0.233924 0.191815 0.191143 0.168172 0.21453 0.24113 0.172371 0.228023 0.154021 0.168528 0.153894 0.151275 0.147032 0.137768 0.136111 0.159779
threshold=0.104035 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 0.089885000000000007 -0.35136499999999998 1.0000000180025095e-35 0.09253500000000002 -0.13710499999999998 -0.054984999999999992 0.041865000000000006 0.087135000000000004 -0.077714999999999992 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.084885000000000002 0.041630000000000007 -0.14226499999999997 0.0052350000000000009 -0.086254999999999984 0.090280000000000013 0.11411 0.14699000000000004 0.10695000000000002 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 8 12 -8 -11 -4 -1 -2 24 -14 -3 -10 20 -20 21 22 -19 -24 27 -15 -5 -6 29 -12
right_child=1 4 11 26 14 -7 9 -9 17 10 28 -13 15 25 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097423365465436362 0.00053075436143791728 0.00038332187145660994 0.00072182575358892124 0.00053942435667576156 0.00030422425091945245 0.0005398835794729321 0.00073390347335268468 0.00049431922276124175 0.00086678644795967893 0.00067709020015917741 0.00055362512289053377 0.00047946112610313502 0.00081367651965063865 0.00080307630808366568 0.00037662790453294641 0.00076253865967223914 0.00020818367103735608 0.0009095506048670002 0.00046109392331177446 0.00071300665537516275 0.00091404938473810553 0.00062718730054019958 0.00077206494279166748 0.00070554590028362046 1.3642863315694472e-05 0.00066826108286120723 0.00037169365067584147 0.00012081595840772577 0.00025757035269064133 0.00040054556125292628
leaf_weight=36 26 46 34 32 31 48 20 22 43 29 32 61 956 64 26 400 50 24 21 48 24 58 434 221 20 64 54 32 20 145
leaf_count=36 26 46 34 32 31 48 20 22 43 29 32 61 956 64 26 400 50 24 21 48 24 58 434 221 20 64 54 32 20 145
internal_value=0 0.000451466 0.000765788 0.000605409 0.000369544 0.000773908 0.000419012 0.00077882 0.000781584 0.000468537 0.000445054 0.000566202 0.000803134 0.000701073 0.000214333 0.000798592 0.000292104 0.000747221 0.000741027 0.000636338 0.000750519 0.000745194 0.000755274 0.000749621 0.000163493 0.000735669 0.000434105 0.000211064 0.000410896 0.000428221
internal_weight=0 691 2430 240 451 2335 342 2287 2265 246 226 95 1392 154 109 1356 96 873 830 69 761 737 679 655 83 128 86 63 197 177
internal_count=3121 691 2430 240 451 2335 342 2287 2265 246 226 95 1392 154 109 1356 96 873 830 69 761 737 679 655 83 128 86 63 197 177
is_linear=0
shrinkage=0.00196078


Tree=6089
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 4 2 44 4 2 12 34 34 2 97 12 1 10 123 14 1456 1456 42 484 16 1428 472 0 160 43
split_gain=0.317339 0.0904536 0.0850271 0.0727082 0.0632496 0.0621135 0.0629392 0.0596118 0.0808736 0.0838191 0.0531301 0.0486591 0.0478852 0.0850499 0.0798379 0.0642108 0.093862 0.0594468 0.050366 0.0629904 0.0477954 0.0654054 0.0655914 0.0924496 0.11842 0.0501465 0.110958 0.0708809 0.140054 0.0628492
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 -0.0091949999999999983 -0.064054999999999987 0.10855000000000002 1.0000000180025095e-35 -0.019614999999999997 0.080205000000000012 -0.10022999999999999 -1.0000000180025095e-35 -0.038779999999999995 0.11510000000000002 -0.079444999999999988 -0.42850999999999995 0.15799000000000005 0.10223 0.11679000000000002 -1.0000000180025095e-35 0.091295000000000001 0.056145000000000007 0.083935000000000023 -0.081614999999999979 -0.011989999999999999 0.08622500000000001 -1.0000000180025095e-35 -0.060129999999999996 -0.081069999999999989 -0.52440999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 -6 8 -7 -10 -11 -5 14 17 -2 -15 18 -14 19 -17 21 25 -23 24 -24 27 -27 29 -29 -3
right_child=12 20 -4 4 5 7 -8 -9 9 10 -12 -13 13 15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00065856031344636639 0.0037461588735736556 0.011260388613395069 -0.0014875639605716889 0.0040936847029952334 0.008286528710720574 -0.00074456047275037109 0.0021922860498307275 0.0090496719098246119 0.010188551354049533 0.0085238280249069678 0.0038325496239793757 -0.0014640092849731445 0.0068583757219935898 0.0071008825558237735 -0.004874049043494531 0.0058960007021336691 -0.0053288182034157217 0.0010910630124271847 -0.0023781523472912935 0.0012221898640627448 0.0035923913757823691 0.011828359574507419 0.0090171870763580773 0.012890317458659413 0.0010048140179320139 0.0040924676111899318 0.012593195688746431 -0.0036597450840331262 0.0049882733081639046 0.0059979281699669498
leaf_weight=23 21 23 22 50 111 28 20 30 27 27 228 23 70 20 22 42 20 24 23 92 79 37 39 20 35 28 34 21 173 1709
leaf_count=23 21 23 22 50 111 28 20 30 27 27 228 23 70 20 22 42 20 24 23 92 79 37 39 20 35 28 34 21 173 1709
internal_value=0 0.00571256 0.00461203 0.0048487 0.00508154 0.00550605 0.00735611 0.00479323 0.00438132 0.00489027 0.00432927 0.00234263 0.00245069 0.00291096 -0.00066418 0.00173004 0.00112316 0.00538587 0.00194507 0.00268712 0.00600747 0.00609751 0.00826179 0.00685793 0.00522755 0.00595489 0.00875416 0.00586478 0.00405215 0.00606781
internal_weight=0 2787 589 567 544 471 131 340 310 282 255 73 334 291 43 197 177 94 157 134 2198 2119 131 94 74 1988 62 1926 194 1732
internal_count=3121 2787 589 567 544 471 131 340 310 282 255 73 334 291 43 197 177 94 157 134 2198 2119 131 94 74 1988 62 1926 194 1732
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 12 15 4 47 0 12 1 43 0 49 150 0 3 50 13 159 43 4 1 2 1 4
split_gain=14.8386 1.81227 1.56849 0.992032 0.949471 0.676104 0.603626 0.583702 0.54122 0.389597 0.331114 0.287864 0.285183 0.297792 0.283178 0.292297 0.276983 0.274733 0.229172 0.205677 0.195071 0.176246 0.224156 0.189109 0.17448 0.201285 0.208823 0.166576 0.156284 0.154325
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.090285000000000018 0.024640000000000006 0.033845000000000007 0.077555000000000013 -0.097734999999999989 0.13597000000000004 0.10060500000000001 -0.081454999999999986 -0.14832499999999996 -0.017229999999999999 0.091105000000000005 -0.13027499999999997 0.086245000000000016 0.041865000000000006 -0.47860499999999995 0.089270000000000016 -0.078654999999999989 -0.033174999999999989 0.11323000000000001 0.113445 0.12958500000000003 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 17 6 -3 28 16 14 12 27 -10 -14 15 -5 -4 -2 20 -18 -17 22 -7 -24 -9 -26 -27 29 -8 -1
right_child=1 5 8 9 -6 21 7 24 10 -11 -12 -13 13 -15 -16 18 19 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.000804825403507007 0.00046879115586632552 0.0002365442067975645 0.00094379239313888781 0.00037265151008671402 0.00038798025006951849 0.00030186479639779916 0.00075717034613162308 0.00023408760633493773 0.00093023907138666657 0.00080347052183137892 0.00065668559168762213 0.00092012801329133633 0.00075118596274859897 0.00053359496710347193 0.00044076955014908756 0.00078201607240688806 0.00059943209731834837 0.00071685355425527507 0.00044746779749973439 0.00079537313432778993 0.00058059800164632022 0.00033326723659688964 -4.7499633454376139e-05 0.00019171277435459926 0.00057852664255203415 0.00050895157365866593 0.00032713917543769611 0.0005406264905982158 0.00051498104215544815 0.00067676971674034202
leaf_weight=63 21 89 48 20 75 22 21 27 33 21 171 29 739 25 90 38 21 94 20 1072 36 23 27 24 22 33 92 20 20 85
leaf_count=63 21 89 48 20 75 22 21 27 33 21 171 29 739 25 90 38 21 94 20 1072 36 23 27 24 22 33 92 20 20 85
internal_value=0 0.000401941 0.000747245 0.000638124 0.000559618 0.000327044 0.000372345 0.00042856 0.000769079 0.000549167 0.000734977 0.000739724 0.000751774 0.000744066 0.000522989 0.000587899 0.000798011 0.000671555 0.000633697 0.000791608 0.000684029 0.000183592 0.000136433 6.50709e-05 0.000378966 0.000405577 0.000375138 0.000708583 0.000639029 0.00073128
internal_weight=0 590 2531 422 190 400 304 215 2109 225 968 197 797 764 204 114 1141 115 94 1093 74 96 73 51 174 147 125 168 41 148
internal_count=3121 590 2531 422 190 400 304 215 2109 225 968 197 797 764 204 114 1141 115 94 1093 74 96 73 51 174 147 125 168 41 148
is_linear=0
shrinkage=0.00196078


Tree=6091
num_leaves=31
num_cat=0
split_feature=1 399 3 4 148 52 0 12 12 2 13 13 2 43 16 52 42 11 3 15 150 0 13 0 0 133 4 403 0 42
split_gain=0.321554 0.135965 0.134482 0.114309 0.0683267 0.0663883 0.0870942 0.0805837 0.108029 0.0915479 0.0607257 0.0815113 0.0746251 0.0617689 0.0599635 0.0565701 0.0786335 0.0551591 0.167104 0.0544772 0.0541984 0.0639379 0.0518472 0.0514166 0.0488604 0.0473643 0.0571233 0.0466481 0.0502396 0.046054
threshold=0.096325000000000008 1.0000000180025095e-35 -0.24190499999999995 0.27287000000000006 -0.065034999999999996 0.12354000000000001 0.024095000000000002 -0.10022999999999999 -0.086254999999999984 0.11411 0.038215000000000006 0.14871000000000004 0.11018500000000002 -0.14035499999999998 -0.54165499999999989 0.10347000000000002 -0.081159999999999996 1.0000000180025095e-35 -0.10831999999999999 0.040760000000000005 -0.099594999999999975 -0.18113999999999997 -0.28558999999999996 -0.14454499999999995 -0.14051499999999997 0.087435000000000013 -0.015624999999999998 0.092070000000000013 -0.033209999999999996 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -4 6 7 -5 -9 14 13 12 15 29 -10 16 -12 18 -15 -18 -6 -22 -23 -24 -11 -25 -27 28 -13 -1
right_child=1 -3 3 5 20 -7 -8 8 9 24 11 27 -14 17 -16 -17 19 -19 -20 -21 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.012173354996567859 0.0090808239488978874 -0.0036934756858196731 0.00040418865486375381 0.0065120438716429127 -0.00022863623074954376 0.0053325550536660916 -0.0041942696738988166 -0.0045090154129346569 0.0010065760050478969 0.0026941632982925515 0.0020581918250105378 0.0066319148872711065 -0.0026041125261690467 -0.0028869410671870273 0.0076344942005398949 -0.00059534474073544795 0.004807349267745546 0.0095650828189470568 0.006085084248624484 0.010883814096450806 0.010113674630216944 0.0019428843176204037 0.0017435866634753581 0.0061811835147702792 -0.0017101764407685413 0.0062128314212895929 9.1722505092019994e-05 0.0098123741772724316 0.0010816236558769431 0.0071430094361018678
leaf_weight=28 48 24 37 34 20 52 25 28 21 48 54 73 20 21 39 23 36 44 1809 25 24 55 38 276 53 30 31 32 21 52
leaf_count=28 48 24 37 34 20 52 25 28 21 48 54 73 20 21 39 23 36 44 1809 25 24 55 38 276 53 30 31 32 21 52
internal_value=0 0.0037303 0.00393771 0.00363331 0.00454298 0.00208386 0.00140268 0.00203014 0.00122387 0.00222089 0.00598383 0.00461749 0.0031046 0.00618242 0.00531472 0.00393195 0.00483741 0.00606625 0.00598213 0.0072977 0.00486605 0.00509048 0.00481012 0.00523064 0.000382975 0.00562384 0.0031021 0.0065146 0.00539196 0.00890363
internal_weight=0 883 859 811 511 300 248 223 189 161 2238 284 158 1954 60 138 115 1874 1830 61 474 454 430 375 101 337 61 126 94 80
internal_count=3121 883 859 811 511 300 248 223 189 161 2238 284 158 1954 60 138 115 1874 1830 61 474 454 430 375 101 337 61 126 94 80
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=31
num_cat=0
split_feature=1 9 123 44 1 1186 0 4 52 16 11 11 3 1443 4 0 51 48 16 160 475 15 484 12 0 123 3 12 49 132
split_gain=0.261224 0.0874155 0.087695 0.0704354 0.0745768 0.101801 0.0893378 0.0772182 0.0969431 0.156982 0.0646717 0.0634116 0.067181 0.0669511 0.0659162 0.0865463 0.063099 0.0600685 0.0500778 0.126138 0.0555945 0.0651817 0.0597314 0.0612155 0.064664 0.0499786 0.0451658 0.060567 0.0443604 0.0432792
threshold=0.12000500000000001 -1.0000000180025095e-35 0.083855000000000013 0.081805000000000017 0.089625000000000024 0.060550000000000007 -0.12333499999999999 0.42642000000000008 -0.061194999999999992 -0.36241499999999999 0.086080000000000018 0.080455000000000013 0.10732000000000001 0.090450000000000016 -0.49013999999999996 0.062580000000000011 0.085720000000000005 0.097690000000000013 0.042200000000000008 -0.081639999999999976 -0.086169999999999983 -0.076244999999999993 0.015535000000000002 0.083715000000000026 -0.080499999999999988 0.083935000000000023 0.30112000000000005 -0.42850999999999995 -0.074429999999999982 0.13958500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 7 8 16 -10 11 12 13 14 -3 18 -6 25 29 -20 -21 -22 23 -23 -25 28 -2 -28 -8 -16
right_child=26 3 -4 -5 5 -7 17 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 19 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0041731072403490546 0.0029020406496882778 0.0088933168294330501 0.0046346357256530054 0.010019765443479023 0.0020903081698331032 -0.0027301853764220142 0.0091859263436937771 0.008436830882870016 0.002868664664212523 -0.0056110794407740125 -4.3293412974370379e-05 0.010348424128756894 9.6161538006170948e-05 0.00049453641359622667 0.0059007377956286884 0.00077476824211005716 0.0075857074390089999 0.010410077201335558 -0.0024189310688525439 0.0094093769860382273 0.0073304801911581313 0.0074274725948824828 0.0084365248003797164 -0.0024055482420538153 0.0031119208155194595 0.0016894771890758082 0.0037064920450040305 -0.0015606547799343091 0.0050132525129054691 0.0018600958934122766
leaf_weight=20 239 59 26 30 48 20 27 21 61 34 21 27 23 26 1455 38 37 21 25 26 60 23 21 28 88 43 34 61 452 27
leaf_count=20 239 59 26 30 48 20 27 21 61 34 21 27 23 26 1455 38 37 21 25 26 60 23 21 28 88 43 34 61 452 27
internal_value=0 0.00512834 0.000805182 0.00520089 0.00514757 0.00431028 0.00449954 0.00269846 0.00202899 -0.000166191 0.00547612 0.0055363 0.00546788 0.00553374 0.00560456 0.00549622 0.00448242 0.00516624 0.00559857 0.00434868 0.00503644 0.00451964 0.00346558 0.00271457 0.00178012 0.00495528 0.00216889 0.000324429 0.00524846 0.00582712
internal_weight=0 2787 46 2741 2711 764 744 201 180 95 1947 1926 1899 1876 1850 1791 85 543 1753 271 246 220 160 139 116 522 334 95 479 1482
internal_count=3121 2787 46 2741 2711 764 744 201 180 95 1947 1926 1899 1876 1850 1791 85 543 1753 271 246 220 160 139 116 522 334 95 479 1482
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 47 2 2 1 2 52 15 0 1447 49 47 4 14 49 16 391 4 16 43 12
split_gain=23.1411 3.88108 2.38096 1.68055 1.53449 1.12941 0.834597 0.796701 0.764398 0.58194 0.552828 0.552583 0.335358 0.275414 0.254215 0.23177 0.225008 0.2116 0.195065 0.187395 0.169658 0.432647 0.184596 0.187526 0.265398 0.163411 0.170166 0.213147 0.17486 0.176858
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.089885000000000007 0.25063000000000007 0.086920000000000011 0.14122000000000004 0.13140000000000004 0.090455000000000021 -0.23001499999999997 -0.082869999999999985 -0.053364999999999996 0.078345000000000012 0.41555500000000006 -0.46413499999999996 -0.0020949999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.038415000000000012 -0.10850999999999998 0.066275000000000014 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 -6 8 11 -5 12 13 -4 -1 15 20 -10 -13 -19 -11 22 -22 -3 -24 -25 -20 28 -28 -27 -30
right_child=1 2 10 9 6 -7 -8 -9 16 19 -12 17 -14 -15 -16 -17 -18 18 25 -21 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.00086404838623809291 0.00081878137718059576 0.00050749550591789043 0.00016796553000408186 0.00075733020213929962 0.00071878998601761148 0.00052015400199475245 0.00037596351448811736 0.00045272802034270105 0.0011012576626124957 0.00053404708282276552 0.0004506522500738103 0.00060375777763478904 -4.7402702067006776e-05 0.00080268009833707682 0.00018479769778406103 0.00055210309388006439 0.00089683969232199929 0.0009280110433421753 0.00060544205756456236 0.00031524474361266185 0.0006003127402138816 0.00023041127706129177 0.00036603276752045048 0.00030498425114209237 4.9413594979893705e-05 0.00081667852470711894 0.00079486957213949986 0.00065841523976974267 0.00056252571334149332 0.00076745910181168729
leaf_weight=930 76 20 122 34 86 48 40 22 47 34 22 25 36 403 31 25 37 36 20 27 31 20 100 61 21 485 95 82 20 85
leaf_count=930 76 20 122 34 86 48 40 22 47 34 22 25 36 403 31 25 37 36 20 27 31 20 100 61 21 485 95 82 20 85
internal_value=0 0.000400761 0.000349103 0.000807416 0.000427583 0.000817817 0.000609956 0.000824064 0.000827671 0.000551773 0.000159442 0.000820602 0.000118894 0.000845495 0.000353217 0.000371998 0.00101122 0.000781471 0.000786869 0.0004372 0.000354201 0.000455253 0.000328688 0.000309038 0.000239533 0.000780413 0.000784976 0.000731653 0.000800972 0.000728424
internal_weight=0 691 615 2430 435 2335 126 2287 2265 95 180 2181 158 1333 309 278 84 848 823 61 253 51 202 182 82 787 767 177 590 105
internal_count=3121 691 615 2430 435 2335 126 2287 2265 95 180 2181 158 1333 309 278 84 848 823 61 253 51 202 182 82 787 767 177 590 105
is_linear=0
shrinkage=0.00196078


Tree=6094
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 42 1 0 0 40 52 49 14 1 15 0 39 15 475 15 156 1 3 16 13
split_gain=17.2176 2.77288 1.41211 1.37946 1.12443 0.872386 0.839359 0.703141 0.717772 0.500235 0.416662 0.315584 0.273275 0.262546 0.244268 0.242865 0.244672 0.239534 0.214004 0.203523 0.22523 0.178913 0.151166 0.134953 0.135253 0.212044 0.19355 0.16598 0.152086 0.119786
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.092235000000000025 1.0000000180025095e-35 -0.17966999999999997 0.13501500000000002 -0.0060199999999999993 0.086920000000000011 -0.23091999999999999 -0.097024999999999986 -0.077714999999999992 -0.52606999999999993 -0.054984999999999992 0.062655000000000016 0.11654500000000001 -0.069954999999999989 -0.059114999999999994 0.08456000000000001 -0.095869999999999983 -0.08230999999999998 0.040760000000000005 1.0000000180025095e-35 0.093100000000000002 -0.12711499999999995 -0.45661999999999997 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 5 14 11 -7 -9 12 -4 17 -8 22 -3 -2 -17 -1 -10 20 -6 -12 -13 -14 25 26 28 -26 -25 -15
right_child=1 4 10 -5 19 7 9 8 18 -11 21 13 23 29 -16 16 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.00081890781731755848 0.0008203659460049908 0.00033180421536099076 0.00077494374159291896 0.00039463142051781506 0.00027386055026011965 0.00073112940476610774 0.00052164164758752602 0.00074660170976065905 0.00042433952127455491 0.00053527126571139194 0.00030909354853279452 0.00075690683728853647 0.00084376885599442601 0.00079632303156684553 0.00013491825262705487 0.00046927903454299229 0.0007027674276454776 0.00095154627812312463 0.00029082244898198672 -1.8175385399338075e-05 7.0955802421447987e-05 0.00052674393132714885 0.00056282107277990431 0.00083684141145032992 0.00094666200316920667 0.00081707920890132361 0.00051847804410784851 0.00076310262977198878 0.00069851643272100285 0.00068830028273700892
leaf_weight=1085 49 47 22 85 58 30 21 22 120 48 20 27 53 321 50 22 80 55 75 20 33 53 36 34 21 73 21 193 302 45
leaf_count=1085 49 47 22 85 58 30 21 22 120 48 20 27 53 321 50 22 80 55 75 20 33 53 36 34 21 73 21 193 302 45
internal_value=0 0.00042197 0.000772739 0.000594437 0.000332515 0.000387884 0.000782273 0.000449763 0.000410865 0.000729067 0.000538401 0.000808248 0.000742023 0.000762917 0.000230317 0.00070691 0.000652407 0.000825307 0.000372987 0.000160918 0.00020028 0.000467114 0.000646001 0.000748663 0.000740836 0.000720789 0.0007011 0.000781115 0.000712514 0.000783042
internal_weight=0 691 2430 236 455 344 2335 247 217 766 95 1569 718 429 97 151 102 1140 195 111 91 73 63 697 644 430 357 214 336 366
internal_count=3121 691 2430 236 455 344 2335 247 217 766 95 1569 718 429 97 151 102 1140 195 111 91 73 63 697 644 430 357 214 336 366
is_linear=0
shrinkage=0.00196078


Tree=6095
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 4 4 0 47 0 158 4 15 133 132 394 4 13 160 16 12 43 1 15 52 0 13
split_gain=12.9162 2.24467 1.41466 1.09218 0.933975 0.627003 0.555448 0.546014 0.476794 0.457947 0.476968 0.337865 0.30714 0.231153 0.257648 0.224263 0.19958 0.225616 0.198419 0.183641 0.177649 0.251125 0.435879 0.176283 0.16425 0.163452 0.161144 0.162964 0.160335 0.148129
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.076779999999999987 0.089410000000000003 0.13404500000000005 -0.0060199999999999993 0.062655000000000016 0.40473500000000007 0.033845000000000007 -0.11173999999999999 0.13082500000000002 -0.07929499999999999 1.0000000180025095e-35 0.27044500000000005 -0.097454999999999986 0.089200000000000015 0.08696000000000001 -0.079154999999999989 -0.49013999999999996 -0.011289999999999998 -0.013084999999999998 -0.0094449999999999968 0.09320500000000001 -0.080324999999999994 0.16540500000000002 0.050935000000000008 -0.51296999999999993 -0.15202999999999997 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 16 7 -1 9 -6 10 15 25 -12 14 -11 -5 17 20 -14 23 -3 -22 -23 -20 29 -4 27 -21 -17 -8
right_child=1 2 11 5 8 -7 24 -9 -10 13 12 -13 18 -15 -16 28 -18 -19 19 26 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070916637175661671 0.00074014067462423454 0.0003699682886058819 0.0002304226107011316 0.00076610707286475365 0.00066984428185217664 0.00051533604587088015 0.00060783279877082974 0.00089370443050630361 0.00040317997084678825 0.00064953017688878134 0.00076998839266730361 0.00046441425675602629 0.00052471588037031542 0.00075391646221444194 0.00042494387040495764 0.00060821139618030893 0.0002609503185019996 0.00024277940512136721 0.00084050885155676695 0.00075009337754226196 0.0006205535376704413 0.00049835355883966789 0.00018247982052133256 0.0006768020024129507 0.00027704966800709037 4.8254615977512753e-05 0.00073332380271285617 0.00062400173661140458 0.00039490659520322199 0.00037204724633031424
leaf_weight=40 76 115 136 23 85 49 20 85 37 183 1174 22 20 73 22 42 42 29 85 56 34 71 22 36 22 22 326 133 20 21
leaf_count=40 76 115 136 23 85 49 20 85 37 183 1174 22 20 73 22 42 42 29 85 56 34 71 22 36 22 22 326 133 20 21
internal_value=0 0.000422235 0.00038295 0.000726045 0.000443443 0.000734791 0.00052846 0.000739511 0.000588971 0.000733535 0.000744331 0.000236757 0.000751 0.000659168 0.000625428 0.000600747 0.00038672 0.000406212 0.000717017 0.000723065 0.000425797 0.00047635 0.000423631 0.000791803 0.000413726 0.000205057 0.000706915 0.000661362 0.000539403 0.000487065
internal_weight=0 691 615 2430 435 2327 103 2278 122 2193 1915 180 1830 278 205 85 313 271 656 636 242 127 93 121 63 158 515 189 62 41
internal_count=3121 691 615 2430 435 2327 103 2278 122 2193 1915 180 1830 278 205 85 313 271 656 636 242 127 93 121 63 158 515 189 62 41
is_linear=0
shrinkage=0.00196078


Tree=6096
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 1 2 16 52 4 14 0 0 15 34 159 150 2 16 394 16 13 52 48 4 47 0
split_gain=12.9493 2.15931 1.32117 1.08929 0.637909 0.483062 0.45783 0.423364 0.359316 0.314489 0.281631 0.259025 0.286753 0.249698 0.322618 0.296553 0.260633 0.242312 0.199664 0.24979 0.224938 0.199442 0.162296 0.149589 0.148559 0.146135 0.199076 0.232619 0.141467 0.136046
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.085505000000000012 0.23246000000000003 0.042705000000000007 0.09253500000000002 0.13754500000000003 -0.034884999999999992 1.0000000180025095e-35 0.25615500000000008 0.062655000000000016 -0.11173999999999999 -0.079119999999999982 -0.098289999999999975 -1.0000000180025095e-35 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 -0.14771999999999999 -0.079154999999999989 -0.039889999999999988 -0.016469999999999995 -0.56176499999999996 0.093265000000000015 -0.52556499999999995 0.10350500000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 9 28 13 -5 17 -7 12 21 14 16 -16 -1 -3 19 20 -2 -9 -17 -18 -19 -24 27 -27 -4 -21
right_child=1 5 6 8 -6 10 -8 11 -10 -11 -12 -13 -14 -15 15 22 23 24 -20 29 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00087351923453191592 0.00067806366078139793 0.00025800605181846588 0.00084220306795915103 0.00074588358015543858 0.00057484541024428368 0.00039714981828422647 0.00056624807613097955 0.00085029274308714878 0.00049433271232687066 0.00022948026097786617 0.00064286348372798586 0.00080820163170709119 0.00050113002743271704 0.00092216556315399736 0.00083276179057236593 0.000606666930458125 0.00054593638758306852 0.00037089969521002697 0.00039842833230058021 0.000578090352622158 0.00047474125937587406 0.0006817502909005381 0.00089925770152989091 0.00074227440996351205 0.00055077552811904176 0.00097683252754554237 0.000646410917392021 0.00077937123259164663 0.00069564276100958099 0.00039822971198333015
leaf_weight=22 52 40 69 34 48 47 53 35 61 101 29 110 27 78 1191 20 37 41 70 22 35 118 41 25 31 24 41 518 40 61
leaf_count=22 52 40 69 34 48 47 53 35 61 101 29 110 27 78 1191 20 37 41 70 22 35 118 41 25 31 24 41 518 40 61
internal_value=0 0.00048598 0.000578916 0.000790178 0.000798552 0.000356705 0.000715734 0.000803247 0.000584361 0.00030882 0.000490909 0.00073324 0.000687429 0.000813413 0.000808993 0.000814432 0.000690166 0.000380368 0.000486563 0.000522854 0.000596267 0.000720306 0.000780534 0.000625105 0.000448346 0.000786107 0.000778149 0.000788115 0.000788419 0.000445904
internal_weight=0 691 402 2430 2335 289 162 2287 95 213 76 290 180 1997 1919 1835 84 112 240 170 87 153 644 62 72 624 583 542 109 83
internal_count=3121 691 402 2430 2335 289 162 2287 95 213 76 290 180 1997 1919 1835 84 112 240 170 87 153 644 62 72 624 583 542 109 83
is_linear=0
shrinkage=0.00196078


Tree=6097
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 2 4 50 4 2 1 1 1 12 1 1 4 2 4 475 3 52 0
split_gain=60.6888 9.53632 4.55533 4.42084 3.57676 2.93326 2.32843 1.72364 1.47845 1.44635 1.24727 0.928062 1.041 0.749009 0.731523 0.662074 0.614076 0.56935 0.470932 0.427104 0.424035 0.419818 0.400504 0.353295 0.329573 0.314713 0.294374 0.27319 0.234397 0.387372
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 -0.15289999999999995 0.041865000000000006 0.27287000000000006 -0.0091949999999999983 0.122715 0.12958500000000003 0.12000500000000001 0.09141500000000001 0.13075500000000004 0.13265500000000002 -0.51843499999999987 0.31358000000000003 -0.013514999999999998 -0.082014999999999991 0.086245000000000016 -0.56176499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 19 11 -4 18 15 20 16 -11 24 26 -13 25 -8 -3 23 -5 -15 -1 -6 -2 -7 -25 -28 -30
right_child=1 4 8 21 14 10 9 -9 -10 13 -12 12 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 28 -29 29 -31
leaf_value=0.0045338460599897512 0.0042207936652116432 0.0034094708807328169 0.0041169339397786808 0.0035952563574111539 0.0030555321947243084 0.0042841074566577634 0.0039998316984825623 0.004545192400491397 0.0036095828532133746 0.0038526669553681919 0.0037567663169944762 0.0038711564721760341 0.0037453018186037498 0.003489876667094851 0.0033547936881109957 0.0037906980067364498 0.0042050100808468764 0.0038280818331797753 0.0036206464557086721 0.003127308130547608 0.0042018732675339751 0.0032884115389749113 0.0032108268062985054 0.0042836369247296491 0.0027842979549485094 0.0040121366269497962 0.0043208718767353133 0.0041339654977820602 0.0041274149423241807 0.0039306126176354723
leaf_weight=21 68 30 34 60 61 44 34 76 63 20 41 23 23 141 26 23 268 29 20 66 327 24 23 1087 24 47 20 49 305 44
leaf_count=21 68 30 34 60 61 44 34 76 63 20 41 23 23 141 26 23 268 29 20 66 327 24 23 1087 24 47 20 49 305 44
internal_value=0 0.00353899 0.00420383 0.00386507 0.00337192 0.00422101 0.00347326 0.00425595 0.00378742 0.00357724 0.00408373 0.00424373 0.00414688 0.00349443 0.00306698 0.00411448 0.00417862 0.0040736 0.00385939 0.00321548 0.00426422 0.00350759 0.00345074 0.00428184 0.00297895 0.00413552 0.00413251 0.00427718 0.00411443 0.0041026
internal_weight=0 673 2448 228 445 2351 334 1874 97 238 477 1798 314 184 111 436 291 144 54 96 1484 84 164 1157 85 115 413 1136 369 349
internal_count=3121 673 2448 228 445 2351 334 1874 97 238 477 1798 314 184 111 436 291 144 54 96 1484 84 164 1157 85 115 413 1136 369 349
is_linear=0
shrinkage=0.00196078


Tree=6098
num_leaves=31
num_cat=0
split_feature=1 4 16 157 16 1456 0 2 0 43 2 2 0 3 4 48 160 96 13 150 48 13 474 52 0 0 1 43 3 158
split_gain=0.657602 0.218615 0.128541 0.107724 0.0855873 0.099432 0.0805298 0.0747393 0.0664639 0.0812269 0.168374 0.105495 0.132805 0.0789179 0.0723954 0.0850767 0.0657575 0.0611532 0.0583059 0.0773047 0.064375 0.0637632 0.0513187 0.0509349 0.0756094 0.077169 0.0679294 0.0593958 0.0595305 0.0502732
threshold=0.096325000000000008 0.27287000000000006 0.40020000000000006 -0.09416999999999999 -0.14158499999999996 -0.033364999999999992 -0.026509999999999995 0.25063000000000007 -0.074479999999999977 -0.084004999999999982 0.087245000000000003 0.097070000000000004 0.034820000000000011 0.092670000000000016 -0.52556499999999995 0.091150000000000023 0.05259500000000001 0.086715000000000014 -1.0000000180025095e-35 0.094605000000000009 0.091085000000000013 -0.019614999999999997 0.089745000000000019 -0.075329999999999994 -0.036484999999999997 -0.062294999999999996 0.13604000000000002 -0.078654999999999989 0.13524500000000003 0.07968500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -6 18 17 13 10 -10 -12 -13 29 -11 22 -15 23 19 21 -20 -7 -16 -3 25 27 -26 -25 -29 -1
right_child=1 7 -4 4 5 6 -8 -9 9 14 11 12 -14 16 15 -17 -18 -19 20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.011082940338637055 0.0011649709872224114 0.0017298001281493012 0.011446429156219691 0.01160830562211462 0.013482744491570718 0.0092590675030769128 0.0029101312776896151 0.00025308736876468175 -0.00075861545745283367 0.01630293551300253 0.014262329234431187 0.0098989439267173143 0.00050224777133691875 0.0034625648055225614 0.01029878237444341 0.0049705994830998995 0.011226435811258853 0.0013073755607474597 0.0074336884537478916 0.0026005672922890105 0.013352098941857763 0.0047192076252152524 0.014517860644264148 0.0026617027513566429 0.0074922296922480648 0.00014084702346562629 0.014324107071892781 0.0090407295258377093 0.0048468575271015824 0.012774587655439974
leaf_weight=1499 22 21 144 67 27 99 39 24 20 21 30 53 21 24 291 28 20 25 40 35 34 45 32 32 43 21 22 88 55 199
leaf_count=1499 22 21 144 67 27 99 39 24 20 21 30 53 21 24 291 28 20 25 40 35 34 45 32 32 43 21 22 88 55 199
internal_value=0 0.00765937 0.00887781 0.00797124 0.00835916 0.00767674 0.00713988 0.00562741 0.0108821 0.00986078 0.00764426 0.0092602 0.00723231 0.0111728 0.0105996 0.0102584 0.0069916 0.00604756 0.0077919 0.00681582 0.010153 0.00784036 0.0107168 0.00646779 0.006849 0.00586885 0.00980456 0.0065562 0.0074277 0.0112812
internal_weight=0 883 552 408 386 319 292 331 2238 496 124 104 74 1742 372 351 44 307 253 179 74 144 323 282 261 196 65 175 143 1698
internal_count=3121 883 552 408 386 319 292 331 2238 496 124 104 74 1742 372 351 44 307 253 179 74 144 323 282 261 196 65 175 143 1698
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=31
num_cat=0
split_feature=1 1 44 52 454 10 2 51 4 131 2 15 41 16 4 157 1444 49 394 474 50 13 43 2 4 43 50 43 3 0
split_gain=0.533644 0.142509 0.113805 0.101159 0.0857066 0.0793235 0.0791989 0.0786837 0.0729923 0.0680703 0.054903 0.0587367 0.0787763 0.0727429 0.0880717 0.135061 0.098721 0.0753939 0.0840578 0.0658206 0.07745 0.0645562 0.0975849 0.0630249 0.0759917 0.0754854 0.0614915 0.0605364 0.0566334 0.0561166
threshold=0.10337500000000001 0.14262000000000002 0.087770000000000015 -0.53964499999999982 -0.037229999999999992 -0.062879999999999978 0.13622000000000004 0.10614000000000001 0.40124500000000002 0.091295000000000015 0.14122000000000004 0.040760000000000005 0.075585000000000013 -0.45661999999999997 0.022185000000000003 -0.016164999999999995 -0.079124999999999987 0.082865000000000008 -0.079949999999999979 0.10674500000000002 0.12170000000000002 -0.086254999999999984 -0.081944999999999976 0.093320000000000014 -0.46376499999999993 -1.0000000180025095e-35 0.089685000000000015 -0.14035499999999998 -0.053259999999999995 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -3 7 -6 10 -7 11 13 28 -1 16 -16 -15 18 -18 20 23 22 -19 26 -25 -26 -20 -23 29 -13
right_child=1 5 -4 4 6 9 -8 -9 -10 -11 -12 12 -14 14 15 -17 17 21 19 -21 -22 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.012596738352798498 0.01076734884046629 -0.0016938997562974693 0.014238339157732713 0.0002057565287465141 0.0068766108929506327 0.0063140387832390848 0.0041071025600181296 0.011597889676116982 0.0039543920477047908 -0.00036960728466510777 0.0061132807051762945 0.0051379033647801567 0.01464351573731841 0.002934771107340401 -0.00011408746623518792 0.0081692740742620173 0.0027192801982164386 0.018689120933413506 0.0093096174370397682 0.014440545315543811 0.0031340964781563911 0.015106032756359682 0.010832396360807295 0.010409415547619575 0.0085549121156480983 0.0029995735219501434 0.01220301566360657 0.0097094794852940446 0.013686004056679933 0.010135253016177126
leaf_weight=65 61 25 22 21 372 64 94 39 22 20 41 23 41 22 22 187 20 25 336 24 21 23 43 60 51 47 94 216 44 976
leaf_count=65 61 25 22 21 372 64 94 39 22 20 41 23 41 22 22 187 20 25 336 24 21 23 43 60 51 47 94 216 44 976
internal_value=0 0.00658108 0.00717711 0.00691246 0.00646541 0.003251 0.00672571 0.00732462 0.00968803 0.00472269 0.009741 0.00980457 0.0103439 0.00933912 0.00916134 0.00729734 0.00955805 0.00970984 0.0091022 0.00930387 0.00910144 0.0110023 0.0137209 0.00931456 0.00760662 0.00589062 0.00994213 0.0102288 0.0101748 0.0100202
internal_weight=0 718 609 587 526 109 505 411 2403 84 2381 2340 1084 1256 1191 209 982 960 653 633 609 307 68 588 158 98 430 239 1043 999
internal_count=3121 718 609 587 526 109 505 411 2403 84 2381 2340 1084 1256 1191 209 982 960 653 633 609 307 68 588 158 98 430 239 1043 999
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=31
num_cat=0
split_feature=1 4 1 41 2 16 96 12 48 149 12 12 49 13 2 13 42 1 40 402 52 42 12 14 15 52 42 1 3 16
split_gain=0.437322 0.147579 0.101674 0.0868255 0.0696791 0.101283 0.0778419 0.0637541 0.091314 0.06123 0.0587832 0.058238 0.049828 0.0493978 0.0622334 0.0638341 0.0607596 0.101348 0.0548807 0.0494755 0.121951 0.0601435 0.044985 0.0462932 0.0683841 0.0795128 0.0720459 0.0740836 0.0531886 0.0753707
threshold=0.096325000000000008 -0.0086549999999999978 0.13743000000000002 0.093890000000000015 0.14019000000000004 -0.11118499999999999 0.087655000000000025 -0.010834999999999999 0.083685000000000009 0.07770500000000001 -0.081419999999999979 -0.12529499999999996 -0.10069499999999999 0.038215000000000006 0.12043500000000001 0.14871000000000004 -0.082179999999999989 0.088875000000000023 -0.010334999999999999 0.095250000000000015 0.10347000000000002 -0.079539999999999986 0.11734000000000001 -0.46413499999999996 -0.21699999999999997 0.12418000000000001 0.08426500000000002 0.10508500000000001 0.13524500000000003 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 7 4 6 10 9 8 -2 11 -6 -3 -9 16 15 19 17 -1 -18 20 21 -15 23 -13 25 -25 27 -26 29 -29
right_child=1 3 -4 -5 5 -7 -8 12 -10 -11 -12 22 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0097871081163694341 0.0012577985706566661 0.010211842939257622 0.0022246688936539958 0.011507400771647337 0.0082331679618901348 -0.0018586580805918752 -3.2473222624200086e-05 0.013918034717928442 0.0085004148434619509 0.011086572264321149 0.0022549293726976767 0.0087138003637564597 0.008798794987795653 0.0047074740548204222 0.0029240334209484553 0.0098815989340867178 0.0054344583962423112 0.016707290352686591 0.0088655913951651497 0.011326453564688563 -0.00044710674361946685 0.0095612372613070006 0.0090007242762708464 0.0003939859389158135 -0.0004135243301269449 0.0067536096741345579 0.008046248174473844 0.0088807481253203365 0.0016728451110197809 0.0024667806258159026
leaf_weight=265 27 25 29 21 29 34 24 21 49 21 38 29 201 45 26 110 48 23 1618 20 24 59 29 66 28 28 74 53 29 28
leaf_count=265 27 25 29 21 29 34 24 21 49 21 38 29 201 45 26 110 48 23 1618 20 24 59 29 66 28 28 74 53 29 28
internal_value=0 0.0061914 0.00787716 0.00519996 0.00495237 0.00258668 0.00550292 0.00842724 0.00592738 0.00582694 0.00484253 0.005543 0.00928305 0.00881947 0.00758714 0.00805707 0.00899858 0.0103398 0.00876674 0.006701 0.00597827 0.00746105 0.00522234 0.00489525 0.00453337 0.00228834 0.0055288 0.00417886 0.00534784 0.00666357
internal_weight=0 883 327 556 535 101 434 298 76 410 67 389 222 2238 284 258 1954 288 1666 148 128 104 364 335 306 94 212 138 110 81
internal_count=3121 883 327 556 535 101 434 298 76 410 67 389 222 2238 284 258 1954 288 1666 148 128 104 364 335 306 94 212 138 110 81
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 2 4 4 0 11 13 2 12 0 1 1 48 4 15 2 47 2 0 4 52 14 39 11
split_gain=25.357 3.30085 2.37188 2.16161 1.47075 1.10647 1.04706 0.881078 0.751158 0.609026 0.468591 0.442607 0.429553 0.421476 0.413323 0.396072 0.387567 0.37249 0.362611 0.333025 0.504615 0.354689 0.322989 0.288475 0.3546 0.287481 0.269296 0.242361 0.246294 0.229567
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.091475000000000015 0.13075500000000004 0.14285500000000004 -0.17966999999999997 0.053180000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -0.00096999999999999983 0.10444500000000002 0.13597000000000004 -0.23194499999999998 0.086105000000000015 0.16540500000000002 0.085325000000000012 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.10019500000000002 0.088930000000000023 -0.11437499999999999 0.024790000000000003 -0.53964499999999982 -0.41076499999999994 0.088025000000000006 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 15 11 27 12 -6 14 13 23 22 18 29 -1 -13 -8 -10 21 -21 -17 -5 -4 -25 -14 -2 -3 -29 -7
right_child=1 6 5 7 8 9 17 -9 10 -11 -12 16 25 -15 -16 19 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012253248994363183 0.0010867895400212481 0.00062811826828518204 0.0010582872470327278 0.0004853872803885952 0.0010287520673024661 0.00098123682142118532 0.00031161548573310245 0.00031270978701717608 0.00092399937724399624 0.00084136493282285156 0.00042345623697052486 0.0012720008734260408 0.00087252815752303229 0.00059909280643347454 0.00075398992049363601 0.0011338420386452842 0.00098610286675337392 3.0170164369290173e-05 0.00070197281529590873 0.00095647404775776965 0.00064441276729085262 0.00082658383337890406 0.00075099610065356955 0.00075213559430794446 0.0010068614499664937 0.00059033227101514614 0.00085064087923578753 0.00051655917472782583 0.00028654307502210051 0.0011029059809991735
leaf_weight=22 24 45 905 75 31 617 130 44 52 139 21 61 35 59 29 52 26 21 62 76 27 20 23 23 243 23 82 63 25 66
leaf_count=22 24 45 905 75 31 617 130 44 52 139 21 61 35 59 29 52 26 21 62 76 27 20 23 23 243 23 82 63 25 66
internal_value=0 0.000536447 0.000987838 0.000677738 0.00085365 0.00101469 0.00038421 0.000557762 0.000745336 0.000960083 0.000700048 0.00105163 0.000626879 0.000733623 0.000983259 0.000977359 0.00118656 0.000272474 0.000803248 0.000946186 0.000874672 0.00104849 0.000547724 0.0010416 0.000984836 0.000760623 0.000904109 0.000511069 0.000451214 0.000992994
internal_weight=0 590 2531 306 422 2109 284 200 225 851 194 1258 156 173 712 197 87 151 114 175 103 72 98 1171 266 58 106 133 88 683
internal_count=3121 590 2531 306 422 2109 284 200 225 851 194 1258 156 173 712 197 87 151 114 175 103 72 98 1171 266 58 106 133 88 683
is_linear=0
shrinkage=0.00196078


Tree=6102
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 4 2 2 42 4 2 14 123 49 457 1 4 40 1 159 1 43 0 0 1 52 47 12 50
split_gain=20.8156 3.37537 1.66734 1.54296 1.2081 1.15988 0.922628 0.886311 0.780405 0.715404 0.667288 0.590241 0.402667 0.29265 0.292237 0.269882 0.569605 0.314503 0.250006 0.228441 0.210977 0.205289 0.192661 0.183741 0.181215 0.184612 0.16557 0.155959 0.150927 0.137394
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.14753000000000002 0.13404500000000005 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0060199999999999993 -0.062539999999999984 0.089885000000000007 0.062655000000000016 0.10695000000000002 -0.054984999999999992 0.080930000000000016 0.084525000000000003 0.04735000000000001 -0.077714999999999992 0.091195000000000012 0.030370000000000005 0.16175000000000003 -0.080324999999999994 -0.026509999999999995 -0.072894999999999988 0.081315000000000012 1.0000000180025095e-35 0.10350500000000001 0.11734000000000001 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 14 7 6 11 18 -9 -1 -10 12 19 -12 -2 17 -17 20 -3 -4 28 29 -11 -7 -22 -26 -19 -16 -13 -6
right_child=1 4 5 -5 21 23 -8 8 10 22 13 15 -14 -15 27 16 -18 26 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00087154394417416812 0.00063217938047947276 0.00041657212049004013 0.00095765818123262094 0.00050039196486500494 0.00022043093486146174 0.00074694455114573575 0.0005417316831025185 0.00083051980613103871 0.00077071963451132738 0.00061461747854581119 0.00047844176456394576 0.00091324930714883131 0.001111791373269825 0.00023317029430112694 0.00093649110735282586 0.00094072177129633284 0.00054420340176935828 0.00077586450065853766 0.00021627390293367936 0.00088852143531861099 0.0011250763795096748 5.4103663464248127e-05 0.00038901813977369759 0.0005063528133216307 0.00079557724150956842 0.0010619929973401275 0.00089241255572140496 0.00079488113316921718 0.0007724609379147065 0.00040377493243857072
leaf_weight=40 23 46 1115 84 55 23 24 30 29 43 171 526 59 21 67 30 26 106 50 220 33 21 22 26 20 20 84 54 31 22
leaf_count=40 23 46 1115 84 55 23 24 30 29 43 171 526 59 21 67 30 26 106 50 220 33 21 22 26 20 20 84 54 31 22
internal_value=0 0.000517588 0.000906954 0.000711586 0.000418192 0.000917787 0.000924163 0.000472486 0.000533771 0.000665226 0.000493489 0.000928207 0.000953271 0.000451615 0.000834782 0.000888321 0.000756624 0.000897315 0.00031225 0.000946265 0.000918404 0.000225948 0.000538261 0.000619284 0.00101752 0.000928785 0.000827391 0.000873293 0.000905414 0.000272815
internal_weight=0 673 2448 228 445 2343 2294 347 251 105 221 2270 1394 192 144 876 56 820 96 1335 630 98 65 49 73 40 190 121 557 77
internal_count=3121 673 2448 228 445 2343 2294 347 251 105 221 2270 1394 192 144 876 56 820 96 1335 630 98 65 49 73 40 190 121 557 77
is_linear=0
shrinkage=0.00196078


Tree=6103
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 1 14 0 15 0 52 4 49 40 16 50 4 12 15 1 50 43 11 1 0
split_gain=20.9793 3.40804 1.70387 1.63538 1.48852 1.08378 0.865106 0.823443 0.680949 0.756899 0.480179 0.444338 0.453905 0.44705 0.403232 0.400922 0.430255 0.331526 0.309625 0.265624 0.253969 0.23569 0.368525 0.217089 0.199754 0.197456 0.21473 0.190347 0.182989 0.169758
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.042705000000000007 1.0000000180025095e-35 -0.17966999999999997 0.077845000000000011 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 1.0000000180025095e-35 0.24564500000000003 -0.054984999999999992 -0.078554999999999986 -0.14771999999999999 0.041865000000000006 -0.49013999999999996 0.08401500000000002 -0.41396999999999995 0.14262000000000002 0.083640000000000006 -0.018859999999999998 0.084680000000000019 0.11654500000000001 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 18 11 -8 -10 -4 12 13 -1 -14 16 19 -2 -3 -9 23 25 -23 -6 -25 26 -16 -19 -11 -7
right_child=1 4 10 -5 20 29 8 15 9 28 -12 -13 14 -15 21 -17 -18 27 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010873740064162834 0.00066268428737066337 0.00048463659933454595 0.00090579073093518495 0.00053401680407570847 0.0003274957076210147 0.0007932114665547582 0.0008634105860407835 0.0010033733068590485 0.00089300664244701096 0.00055682955845411314 0.0006000333952147569 0.0011234061263385522 0.0010005951230579308 0.00075152617024358212 0.0007998223627424415 0.0009597811248956942 0.00058617011359592781 0.00086436927528679697 0.00026278119734411443 0.00080667292379182063 0.00043334300225238186 0.00073612170741807806 0.00093646285847554282 0.00024961549759495495 -8.2240299187795399e-07 0.0011907340988280282 0.0010266936613872188 0.0010301439654777909 0.00043336625146417834 0.00055918365964163124
leaf_weight=20 24 46 28 85 36 22 30 34 22 120 67 78 1178 64 20 110 28 89 51 118 26 38 497 25 24 21 81 38 75 26
leaf_count=20 24 46 28 85 36 22 30 34 22 120 67 78 1178 64 20 110 28 89 51 118 26 38 497 25 24 21 81 38 75 26
internal_value=0 0.000560366 0.000947562 0.000751569 0.000461193 0.000958035 0.0005249 0.000964155 0.00058652 0.00054824 0.000690151 0.000978333 0.000972436 0.00083149 0.000978888 0.00086652 0.000809527 0.000874032 0.000367991 0.000850672 0.00026376 0.000939968 0.000922233 0.000211888 0.000126952 0.00101774 0.000981769 0.000913971 0.000509344 0.000666446
internal_weight=0 691 2430 236 455 2335 344 2287 247 217 95 1997 1919 84 1835 290 180 151 97 152 111 657 535 85 49 122 101 127 195 48
internal_count=3121 691 2430 236 455 2335 344 2287 247 217 95 1997 1919 84 1835 290 180 151 97 152 111 657 535 85 49 122 101 127 195 48
is_linear=0
shrinkage=0.00196078


Tree=6104
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 47 2 2 1 1 52 1 2 13 160 16 0 49 0 4 15 49 484 15 16
split_gain=20.4062 3.258 2.14929 1.67188 1.31389 1.05313 0.692805 0.665103 0.606281 0.59936 0.514139 0.491296 0.256901 0.23045 0.223734 0.219408 0.305653 0.372305 0.217311 0.326567 0.236889 0.195876 0.19466 0.192752 0.206436 0.187687 0.154137 0.153353 0.152214 0.148906
threshold=0.104035 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.27834500000000006 0.092845000000000025 0.13148500000000005 0.089885000000000007 0.14530500000000005 0.087135000000000004 0.16540500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.0044799999999999987 -1.0000000180025095e-35 -0.010699999999999999 -0.026509999999999995 -0.017229999999999999 0.18019500000000002 0.0033150000000000007 0.090455000000000021 -0.053364999999999996 0.062030000000000009 -0.14601999999999996 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 22 8 11 -5 14 13 18 -1 -4 -13 23 -18 -3 -20 -21 -7 -6 24 -17 -9 -11 -15 -26 -30
right_child=1 2 10 9 6 21 -8 25 -10 26 -12 15 -14 27 -16 16 17 -19 19 20 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.00097157779436455411 0.00091923913227392301 0.0004619291189111861 0.0002933904255820719 0.00085812330109752801 0.00065749556666203567 0.0007772176793764831 0.00051808985877610189 0.0011879942649147836 0.00060411381008976706 0.00063306841290049882 0.00059667900789017769 0.0010308229700376386 0.00030208513681210728 0.00092543125187739524 7.9335391611929935e-05 0.00092737197093440608 0.00054992219269667448 0.00086748800843077553 0.00071663338088375687 0.00055813282371564173 0.00031537434451428114 0.00052583038829390639 0.00087792790961747002 0.00070822094694948656 0.0010173851563260445 0.0010012972705603182 0.00043042379640416124 0.00076968384677330724 0.00089528932055030544 0.00079497407313419699
leaf_weight=934 76 164 128 37 20 22 41 47 22 31 20 43 25 373 22 474 22 40 40 68 20 26 67 20 21 37 27 26 109 119
leaf_count=934 76 164 128 37 20 22 41 47 22 31 20 43 25 373 22 474 22 40 40 68 20 26 67 20 21 37 27 26 109 119
internal_value=0 0.000536241 0.000488911 0.00091811 0.000560555 0.000928485 0.000728225 0.000934517 0.000927988 0.000663128 0.00030137 0.000931255 0.000492853 0.000954727 0.000261996 0.000894358 0.000887068 0.000754803 0.000509186 0.000569733 0.00050296 0.00064105 0.000827254 0.000898105 0.000903358 0.00110576 0.000538734 0.000915282 0.000857645 0.000842932
internal_weight=0 691 615 2430 445 2335 128 2287 2203 95 170 2181 317 1333 150 848 805 62 292 128 88 48 87 743 723 84 58 399 249 228
internal_count=3121 691 615 2430 445 2335 128 2287 2203 95 170 2181 317 1333 150 848 805 62 292 128 88 48 87 743 723 84 58 399 249 228
is_linear=0
shrinkage=0.00196078


Tree=6105
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 1 2 4 150 2 12 4 4 131 2 16 0 3 47 12 2 15 0
split_gain=45.3958 6.86823 4.26391 3.41774 2.71904 2.24183 1.55846 1.40262 1.08834 1.0547 1.02124 0.890365 0.783762 0.971735 0.59407 0.476661 0.417404 0.403443 0.384953 0.383684 0.350103 0.389585 0.30438 0.29174 0.285986 0.278516 0.265301 0.263983 0.236998 0.336774
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.09253500000000002 0.14285500000000004 0.089625000000000024 0.090425000000000019 0.40945500000000007 1.0000000180025095e-35 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.053180000000000012 0.082750000000000004 0.31358000000000003 0.19444000000000003 0.14486500000000005 -0.017889999999999996 0.090100000000000013 0.11734000000000001 0.088930000000000023 -0.15914499999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 12 11 -6 15 -5 14 17 16 -4 19 -14 18 -1 23 21 -13 -19 26 -16 -3 -7 28 -20 -30
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 20 13 -15 24 -17 -18 22 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014508006675125393 0.001119450601761725 0.00047781863338276228 0.00053332222468906404 0.0010308473602994295 0.001026384630393534 0.0011349777607064621 0.0014381303429849622 0.00065125024521641469 0.00058095152325489949 0.00070355218475101101 0.00060917922002001041 0.00012008098171758951 0.00083984989968254747 0.00067521513633045718 0.00040899584605986268 0.00080150787493372272 0.0011148591128237789 0.0011297326795302468 0.0013909680488841984 0.00096276234395243883 0.00033032541135374536 -0.0001965866210486959 0.00093109758036234367 0.00088379199649163626 0.00018312066929847604 0.0006728952638782778 0.00093328889135886974 0.0011264928116489746 0.0010021728421577532 0.0012013043124138652
leaf_weight=21 71 191 43 34 71 240 76 37 30 39 63 59 23 23 32 30 274 293 24 117 20 20 33 23 66 33 28 249 34 824
leaf_count=21 71 191 43 34 71 240 76 37 30 39 63 59 23 23 32 30 274 293 24 117 20 20 33 23 66 33 28 249 34 824
internal_value=0 0.000542666 0.00047464 0.00111767 0.000626987 0.00113255 0.0011631 0.000295894 0.000894078 0.00101254 0.00075698 0.000241109 0.00115147 0.00106349 0.000341182 0.00104005 0.00109356 0.00117052 0.00118776 0.00105759 9.85814e-05 3.9912e-05 0.00110963 0.00109572 0.000256876 0.000506558 0.00111391 0.00118287 0.00119879 0.00119341
internal_weight=0 673 602 2448 325 2351 1874 277 101 477 97 240 1798 320 141 438 297 1478 1152 408 99 79 326 291 98 224 268 1131 882 858
internal_count=3121 673 602 2448 325 2351 1874 277 101 477 97 240 1798 320 141 438 297 1478 1152 408 99 79 326 291 98 224 268 1131 882 858
is_linear=0
shrinkage=0.00196078


Tree=6106
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 4 1 1 2 457 49 50 1 4 2 40 12 4 16 14 42 1 47 133 1
split_gain=29.4833 4.63652 2.22513 2.22023 1.50336 1.36582 1.07923 1.00522 0.910025 0.676858 0.651858 0.639746 0.584528 0.894378 0.542682 0.407693 0.342037 0.335042 0.30488 0.297598 0.269158 0.265043 0.36456 0.248013 0.236482 0.306023 0.212673 0.210005 0.198737 0.189904
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10497000000000002 0.062655000000000016 0.14122000000000004 -0.062539999999999984 0.09253500000000002 0.089625000000000024 0.090425000000000019 0.080930000000000016 -0.054984999999999992 0.086295000000000011 0.12958500000000003 0.038415000000000012 -0.0091949999999999983 -0.077714999999999992 0.09141500000000001 -0.51843499999999987 0.19444000000000003 -0.46413499999999996 0.096610000000000015 0.13075500000000004 0.090280000000000013 -1.0000000180025095e-35 0.13927000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 20 17 12 14 -9 -4 21 19 18 -2 29 -8 -7 -14 -3 22 -1 -23 -12 -26 28 -17 -5 -6
right_child=1 4 11 26 16 9 7 10 -10 -11 24 -13 13 -15 -16 27 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013718966175528134 0.00073098212636162464 0.00047708775063413727 0.00098425497740266504 0.00048324978912876732 0.0003400912848483844 0.0010546808442019077 0.0010388954853018124 0.00085693930878358727 0.0013045441401570697 0.00073599711137132065 0.00071201318811040882 0.00065051382294500351 0.00082413406990220785 0.00063701290320164385 0.00071289327263442527 0.0011009049000491799 0.00049384739583410568 0.00069526990985169126 0.00094225958037353198 0.0010563456616134487 0.00026925907671159388 0.0010707373525352751 0.0011111613707681994 0.00089143529242160277 0.00051976834107780347 0.00025923365471409819 0.00041316526491511492 0.00093739153327431369 0.00071742560395392338 0.00015302249832388579
leaf_weight=21 23 46 34 22 34 271 24 24 76 41 20 63 23 23 24 58 23 20 141 274 50 293 1131 33 130 20 24 63 38 54
leaf_count=21 23 46 34 22 34 271 24 24 76 41 20 63 23 23 24 58 23 20 141 274 50 293 1131 33 130 20 24 63 38 54
internal_value=0 0.000595133 0.00105853 0.000822502 0.000478638 0.00107054 0.000544339 0.000615127 0.00109438 0.00097686 0.00055444 0.000767495 0.0010855 0.00100952 0.00099951 0.000970283 0.000280944 0.000882702 0.00101621 0.00103836 0.000368844 0.00110195 0.00111591 0.00105259 0.000511734 0.00048503 0.000569162 0.00101577 0.000631561 0.000225299
internal_weight=0 673 2448 228 445 2351 334 238 1874 477 194 97 1798 320 436 144 111 44 412 297 96 1478 1152 326 170 150 84 121 60 88
internal_count=3121 673 2448 228 445 2351 334 238 1874 477 194 97 1798 320 436 144 111 44 412 297 96 1478 1152 326 170 150 84 121 60 88
is_linear=0
shrinkage=0.00196078


Tree=6107
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 4 10 2 391 13 2 3 1 49 4 1447 2 133 13 15 457 52 159 11 16 16 484 159 16 1375
split_gain=1.08774 0.241129 0.149067 0.13329 0.10679 0.0912684 0.0900605 0.0857915 0.0855002 0.0736911 0.0649427 0.0664504 0.104114 0.0988915 0.0973582 0.0810118 0.0587074 0.078462 0.0672009 0.0611278 0.0539496 0.053089 0.157863 0.0606619 0.0537032 0.203063 0.0725468 0.0631608 0.0614967 0.0587693
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.09173000000000002 -0.062879999999999978 0.090175000000000019 -1.0000000180025095e-35 -0.11122999999999998 0.14122000000000004 -0.14186499999999996 0.089770000000000016 -0.065034999999999996 -0.111605 -0.082869999999999985 0.13712500000000002 0.089200000000000015 -0.059629999999999996 0.013270000000000002 0.048635000000000005 0.4002400000000001 -0.46267499999999995 0.078065000000000009 0.0057500000000000008 0.083160000000000026 0.0038100000000000005 0.050895000000000003 -1.0000000180025095e-35 0.084315000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 16 7 -2 -4 9 -9 -1 11 -10 15 -14 -15 -13 17 19 -19 -3 -17 23 -23 24 28 27 -27 -26 29 -11
right_child=1 2 6 -5 -6 -7 -8 8 10 21 -12 12 13 14 -16 20 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.016459763217337279 0.011993603539347315 0.0075758177473700984 -0.0028996749115841733 0.015222305669449272 0.0051620841047472577 0.008135116430910189 0.0044882962740232036 0.004949939413927496 0.014526957714070494 0.012740984423920727 0.0076691189110733391 0.017216036510136392 0.013464763894191253 0.0098808155705531441 0.0013886334650494436 0.01143320606384645 0.0042572576479331884 0.00756966764827005 -0.00016102511435747149 0.012389044264952341 0.015517775703440696 0.014476039797866819 0.0051746142872919646 0.017030882504918882 0.0086667149811983108 0.011677243184441558 0.018015992425382137 0.0012275666131504946 0.01592163053830549 0.0085754107557503238
leaf_weight=49 134 219 21 20 22 113 77 20 78 1048 41 27 23 27 27 661 71 22 23 30 34 37 36 31 25 65 25 21 59 35
leaf_count=49 134 219 21 20 22 113 77 20 78 1048 41 27 23 27 27 661 71 22 23 30 34 37 36 31 25 65 25 21 59 35
internal_value=0 0.00768689 0.00638721 0.00727355 0.0120971 0.0102284 0.00290516 0.0121615 0.0114182 0.0126487 0.0115591 0.011741 0.011469 0.00797357 0.00563472 0.0118418 0.006838 0.00746124 0.00361842 0.00815572 0.011633 0.0125136 0.00988904 0.01266 0.0125539 0.0106755 0.013438 0.00527058 0.0127776 0.0126064
internal_weight=0 730 483 385 2391 247 98 2369 938 1431 918 877 799 77 54 722 365 294 45 249 695 1382 73 1309 1278 136 90 46 1142 1083
internal_count=3121 730 483 385 2391 247 98 2369 938 1431 918 877 799 77 54 722 365 294 45 249 695 1382 73 1309 1278 136 90 46 1142 1083
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=31
num_cat=0
split_feature=1 3 1 46 402 4 16 16 1 2 391 42 2 2 484 52 51 13 52 1 3 160 16 15 4 4 0 12 43 159
split_gain=0.882207 0.200406 0.109838 0.112646 0.0944594 0.0862367 0.0800579 0.117724 0.0733821 0.0699226 0.0690222 0.0687912 0.066787 0.199705 0.0619282 0.0607955 0.0693794 0.0599953 0.0592771 0.0796714 0.0958944 0.172269 0.0518449 0.0510911 0.0486202 0.0485309 0.0898977 0.0596402 0.0720814 0.0507215
threshold=0.10337500000000001 -0.049509999999999992 0.14262000000000002 0.081930000000000017 0.086055000000000006 0.40124500000000002 0.054560000000000004 -0.11676499999999999 0.13075500000000004 0.090175000000000019 -1.0000000180025095e-35 0.11066000000000001 -1.0000000180025095e-35 0.10045500000000002 0.08764000000000001 0.0031350000000000002 0.10027500000000002 -0.11122999999999998 -0.56368999999999991 0.08864000000000001 -0.13309499999999996 0.050340000000000003 -0.43320999999999993 0.13592500000000005 0.038415000000000012 0.04735000000000001 -0.097734999999999989 0.090285000000000018 0.016310000000000002 0.092820000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 11 8 9 7 22 24 17 -11 12 -3 -14 15 16 -15 -1 -12 23 -21 -22 -4 25 -2 26 -20 28 29 -28
right_child=1 2 6 -5 -6 -7 -8 -9 -10 10 18 -13 13 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014813787043474767 0.012004170285556282 0.0038108492696464257 0.00034461260214447979 0.013700075163505972 0.0028236220289148731 0.0046458758049993778 0.007263461356230367 -0.0056999823404476051 0.0058204545934752725 0.0044549455773085353 0.014691646057631701 0.00092871382692828785 0.015655620624311268 0.0054711341857710816 0.010698490852114953 0.00076024114437725238 0.011618477434274696 0.011253423496905677 0.016384438454406337 0.012675541908376747 0.00090866911420095216 0.010625224180209142 0.0070007236891383821 0.0070496795794520624 0.0088694829002896464 0.0094125167134148195 0.012673840751383631 0.01026348274119449 0.0072212443021791323 0.01816850831732154
leaf_weight=49 101 77 25 20 22 22 26 20 41 20 31 25 25 146 27 23 21 1388 32 27 37 36 22 39 97 197 105 379 21 20
leaf_count=49 101 77 25 20 22 22 26 20 41 20 31 25 25 146 27 23 21 1388 32 27 37 36 22 39 97 197 105 379 21 20
internal_value=0 0.00688324 0.00562067 0.0064043 0.00909394 0.010878 0.00255357 0.000725845 0.00967113 0.0109356 0.010267 0.00598012 0.006376 0.00719219 0.00621714 0.00558031 0.00624415 0.0113748 0.0103928 0.0102436 0.00758368 0.00570039 0.00346024 0.010579 0.0104685 0.0107615 0.0112387 0.010925 0.0126423 0.013553
internal_weight=0 718 457 364 261 2403 93 67 239 2381 944 344 319 242 217 190 167 1437 924 893 100 73 47 793 198 754 557 525 146 125
internal_count=3121 718 457 364 261 2403 93 67 239 2381 944 344 319 242 217 190 167 1437 924 893 100 73 47 793 198 754 557 525 146 125
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=31
num_cat=0
split_feature=1 3 1 15 393 41 402 42 14 3 15 12 3 1210 12 12 43 2 2 4 14 16 13 160 15 52 16 15 16 159
split_gain=0.714588 0.162329 0.0953173 0.0790254 0.101424 0.0789855 0.0765121 0.0719593 0.0706717 0.0824148 0.19782 0.0805636 0.0726099 0.0824559 0.0655703 0.121535 0.0666808 0.0602713 0.167742 0.0652376 0.0712655 0.0640243 0.0848442 0.0596683 0.0572565 0.0842694 0.0953899 0.0654369 0.0617706 0.0680981
threshold=0.10337500000000001 -0.049509999999999992 0.16540500000000002 0.040760000000000005 0.086030000000000009 0.075585000000000013 0.086055000000000006 0.11066000000000001 0.08104500000000002 -0.15327499999999997 -1.0000000180025095e-35 0.086095000000000019 -0.079594999999999985 -0.0084249999999999985 0.10673000000000001 0.11650500000000001 -0.072864999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 -0.064804999999999988 -0.23083499999999998 -1.0000000180025095e-35 -0.076599999999999988 -0.077459999999999987 0.087685000000000013 -0.010034999999999999 -0.095094999999999985 0.087960000000000024 0.0028900000000000006 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 4 8 24 14 17 9 10 -1 -12 13 -11 16 -16 -2 -3 -19 -20 23 22 -22 -21 25 -5 -27 -26 29 -29
right_child=1 2 -4 5 -6 -7 -8 -9 -10 12 11 -13 -14 -15 15 -17 -18 18 19 20 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0024591649696230891 0.0077315985592620734 0.0035615422038151132 -0.00094483220577240004 0.016144847800023853 0.0028179461136460305 0.014662027055220234 0.0025412598132706164 0.0010592903030504075 0.014998318762941797 0.0044779179695372782 0.0046605024220688004 0.012854178841891035 0.0086508449216823498 0.010456612014777329 0.0017206311973771366 0.010122332059674794 0.011693703960801272 0.015093923986534634 0.0095195339538338714 0.012519655474038285 0.0027280038210881663 -4.3244540159191404e-05 0.0072187606262741613 0.0052351010274951874 0.0043370078998453791 0.0059092010811178227 0.011350188360940847 0.01502209701575339 0.0077118327495091683 0.010046421232903512
leaf_weight=20 83 93 25 32 24 42 22 35 22 24 21 28 558 594 33 36 87 21 41 22 79 28 90 23 22 36 307 29 110 534
leaf_count=20 83 93 25 32 24 42 22 35 22 24 21 28 558 594 33 36 87 21 41 22 79 28 90 23 22 36 307 29 110 534
internal_value=0 0.00619491 0.0050586 0.00979022 0.00925799 0.0104081 0.00818455 0.00540602 0.00937998 0.0092807 0.0059218 0.0093426 0.00947778 0.0102244 0.00870402 0.00610413 0.00975926 0.00578924 0.00647073 0.00583085 0.00520591 0.00438574 0.00511953 0.00879644 0.0102411 0.011237 0.0107791 0.00970381 0.00987924 0.0103027
internal_weight=0 718 457 2403 1291 1112 261 432 1267 1245 69 49 1176 618 239 69 170 397 304 283 242 197 169 45 1070 375 343 695 673 563
internal_count=3121 718 457 2403 1291 1112 261 432 1267 1245 69 49 1176 618 239 69 170 397 304 283 242 197 169 45 1070 375 343 695 673 563
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 4 0 42 2 52 150 50 2 52 49 0 394 2 51 157 15 39 156 48 4 51 15
split_gain=15.9111 2.71321 1.65408 1.4038 1.00902 0.911018 0.603182 0.552374 0.532127 0.510723 0.433688 0.414574 0.353873 0.413369 0.323608 0.307552 0.250691 0.2495 0.245937 0.214473 0.213847 0.203096 0.196212 0.200911 0.174226 0.171412 0.22585 0.174278 0.2708 0.219243
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 -0.0060199999999999993 -1.0000000180025095e-35 0.039215000000000007 0.09487000000000001 0.086295000000000011 0.092235000000000025 0.12603000000000003 -0.054984999999999992 -0.07929499999999999 -0.079154999999999989 0.31358000000000003 -0.086719999999999978 -0.028564999999999997 -0.013969999999999998 0.08456000000000001 -0.0071349999999999998 0.093265000000000015 -0.17966999999999997 0.020580000000000005 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 7 17 8 9 -1 -5 -3 13 22 20 -13 21 -6 -11 -20 -4 -17 -10 -24 -12 -21 27 28 -27 -29
right_child=1 2 14 10 6 -7 -8 -9 12 18 24 15 -14 -15 -16 16 -18 -19 19 25 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.000655446875402156 0.00081757167046668598 0.00031623395244004948 0.0002356406327275989 0.00081293632786010462 0.00052297147082201398 0.00052505826567745498 0.00043725265648564997 0.00097600536929212168 0.0005635797177423157 0.00085083492443957087 0.00034294365667829324 0.0006714053706211203 0.00083176737734452202 0.00043939916085691848 0.00041952890945231908 0.00023567641639158504 0.00061940001695807111 0.00077169734998398386 0.00060288004796294598 0.00093011128830086068 3.8997830451752232e-05 0.00043962309974733413 0.00072410887805214152 0.00091222698548260853 0.00055772384674823423 0.0008345517484389728 0.00064771659575736651 0.00070937981440101895 0.0010836857937130274 0.00081599033396219183
leaf_weight=64 76 101 73 22 20 41 45 84 25 1148 20 25 122 21 27 21 27 69 20 42 30 177 172 25 53 104 35 97 20 315
leaf_count=64 76 101 73 22 20 41 45 84 25 1148 20 25 122 21 27 21 27 69 20 42 30 177 172 25 53 104 35 97 20 315
internal_value=0 0.000468058 0.000424867 0.000805256 0.000477513 0.000814762 0.000622261 0.00081994 0.000814008 0.000827541 0.000571609 0.000422254 0.000745602 0.000702343 0.000228454 0.000465086 0.000442161 0.000715804 0.000833725 0.000802695 0.000178366 0.000417992 0.000727216 0.000747982 0.00049888 0.000809215 0.000800322 0.000810287 0.000874735 0.00079089
internal_weight=0 691 615 2430 485 2335 134 2294 2210 1845 95 351 365 243 130 250 225 89 1781 633 103 198 222 197 73 613 571 536 124 412
internal_count=3121 691 615 2430 485 2335 134 2294 2210 1845 95 351 365 243 130 250 225 89 1781 633 103 198 222 197 73 613 571 536 124 412
is_linear=0
shrinkage=0.00196078


Tree=6111
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 159 12 15 4 42 47 0 12 4 15 1 14 0 2 52 148 131 3 48 0 13 160 43 52
split_gain=13.6672 1.72234 1.48509 1.1679 0.938455 0.635523 0.509464 0.50556 0.40225 0.332418 0.304042 0.280142 0.256174 0.233363 0.200541 0.44711 0.19737 0.189723 0.242909 0.172396 0.168911 0.160618 0.149302 0.150605 0.260839 0.220097 0.170001 0.238421 0.146898 0.173928
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.082585000000000006 0.090285000000000018 0.024640000000000006 0.033845000000000007 -1.0000000180025095e-35 0.080455000000000013 -0.23194499999999998 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 0.16175000000000003 0.076175000000000007 -0.13027499999999997 0.099185000000000009 -0.53964499999999982 -0.043434999999999994 0.080385000000000012 -0.0063699999999999989 -0.035774999999999994 -0.067094999999999988 -0.085964999999999986 0.083670000000000008 -1.0000000180025095e-35 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 12 21 10 17 11 13 -5 22 -1 -9 19 -16 -7 18 -4 -14 -2 -3 23 25 -25 -6 -26 -28 -12 -30
right_child=1 5 7 6 8 16 -8 9 -10 -11 28 -13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=0.00092506200712632366 0.00081474102570924887 0.00023741569970161679 0.00059335342863373075 0.00069715153881593015 0.00051412288472867996 0.00023616548487159327 0.00026249367098861621 0.00074463852387530061 0.00079870041143270882 0.00064284294252479825 0.00035284041960709494 0.00065640503865424071 0.00083946325840094152 0.00056545617684792475 0.00072207503574366907 0.00042833240273947634 4.5442042105338154e-05 0.0009055702071335208 0.00078167115020661229 0.00062525184423315751 0.00062771610419489962 0.00042080753190863089 0.00031809194354733049 0.0003555187283485543 0.00046117146882940739 0.00026153453826177327 0.00080609278468524702 0.00051886694692988313 0.00057164456946917348 0.00037890142888999455
leaf_weight=22 24 22 27 21 36 126 59 768 21 171 45 42 52 29 76 27 25 46 1068 20 82 111 20 20 20 21 25 20 45 30
leaf_count=22 24 22 27 21 36 126 59 768 21 171 45 42 52 29 76 27 25 46 1068 20 82 111 20 20 20 21 25 20 45 30
internal_value=0 0.000401607 0.000733002 0.000503669 0.000626822 0.00029164 0.000415481 0.000754248 0.000540301 0.000721288 0.000479497 0.000513701 0.00072564 0.000738119 0.00070057 0.000645075 0.000204589 0.00078221 0.000777028 0.00077996 0.000670061 0.000390472 0.000476703 0.000499043 0.000551335 0.000421064 0.000611586 0.000678437 0.000441407 0.000494547
internal_weight=0 590 2531 306 422 284 200 2109 225 968 141 204 197 797 175 103 151 1141 1095 72 106 133 162 142 85 57 65 45 120 75
internal_count=3121 590 2531 306 422 284 200 2109 225 968 141 204 197 797 175 103 151 1141 1095 72 106 133 162 142 85 57 65 45 120 75
is_linear=0
shrinkage=0.00196078


Tree=6112
num_leaves=31
num_cat=0
split_feature=1 4 16 10 150 0 52 4 16 14 16 12 0 4 43 16 16 3 4 16 133 133 403 401 2 1 1455 160 43 160
split_gain=0.747991 0.179545 0.114372 0.0797059 0.0787354 0.105436 0.0885919 0.0960996 0.0838367 0.0759383 0.182819 0.0742749 0.0718736 0.0636319 0.059679 0.0630833 0.0539056 0.0654546 0.0727834 0.0663007 0.0525339 0.0802304 0.0737936 0.0740935 0.0804337 0.0500058 0.049419 0.0642106 0.0811842 0.0717677
threshold=0.10293500000000001 0.27287000000000006 0.51026500000000008 -0.086389999999999981 0.12244500000000001 -0.019414999999999998 -0.034054999999999995 -0.0086549999999999978 -0.079109999999999986 -0.42495999999999995 -0.23935499999999996 0.10016000000000001 0.18019500000000002 0.51303500000000013 -0.0064299999999999991 -0.48836499999999994 -0.55248999999999981 0.086245000000000016 -0.42529999999999996 -0.0087049999999999992 0.11524500000000001 0.12330000000000001 -0.072624999999999981 -0.06959499999999999 0.096325000000000008 0.11282000000000002 -0.23681499999999997 -0.55323499999999981 -0.53814999999999991 -0.54784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 -2 -8 25 13 11 14 16 -3 15 -11 -5 20 -19 -20 26 -22 23 -23 -25 -9 -18 -28 -29 -30
right_child=1 9 -4 12 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 -17 17 18 19 -21 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.003575115299317986 0.0061234884388028177 0.0093794164238109566 0.010624387626977344 0.014594694007188082 0.00075722014797585354 0.0023734767924108342 0.013540047287559984 0.013451642073366955 0.0029227452361956243 0.0052308836278129132 -0.0051227676766839904 0.00020618732619498458 0.0049669345905040876 0.0031577298566699027 0.0066711449739883816 -0.00083427765941316331 0.013890832292570458 0.010884029475296391 0.0077690385908627995 0.0016554953530430795 0.0040651322342455387 0.015599791961722077 0.0068419862790861088 0.010762191723393372 0.0058319917048460677 0.007207844877647686 0.0054474271318343077 0.016310753453184258 0.016008594312838145 0.010127169659331929
leaf_weight=20 141 48 95 25 21 41 44 23 25 47 22 35 29 25 113 27 37 51 68 24 31 24 82 156 42 29 28 22 21 1725
leaf_count=20 141 48 95 25 21 41 44 23 25 47 22 35 29 25 113 27 37 51 68 24 31 24 82 156 42 29 28 22 21 1725
internal_value=0 0.00621471 0.00757324 0.00986151 0.00667862 0.00708901 0.00782694 0.00981195 0.00768161 0.00441904 0.00357246 0.00443415 0.00991467 0.0072487 0.00522548 0.00301792 0.00997609 0.00992613 0.00785393 0.0061742 0.0100628 0.00891135 0.00940554 0.0103524 0.00971639 0.00996952 0.0102733 0.0101987 0.010274 0.0101979
internal_weight=0 736 419 2385 324 303 262 121 77 317 244 222 2365 73 187 74 2336 2311 143 92 2168 335 304 222 198 52 1833 1796 1768 1746
internal_count=3121 736 419 2385 324 303 262 121 77 317 244 222 2365 73 187 74 2336 2311 143 92 2168 335 304 222 198 52 1833 1796 1768 1746
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=31
num_cat=0
split_feature=1 3 4 2 9 14 157 51 4 52 43 0 2 15 16 4 49 157 51 13 12 0 12 4 159 2 49 12 43 49
split_gain=0.605873 0.158783 0.107197 0.10231 0.172149 0.0723849 0.0713135 0.0701399 0.0697135 0.0671043 0.0661592 0.0617715 0.0581246 0.0584695 0.0751882 0.0797181 0.0877042 0.0864247 0.0775215 0.0978695 0.0863977 0.135675 0.0689359 0.0646252 0.058332 0.105449 0.0745195 0.0544422 0.0539827 0.0704699
threshold=0.10293500000000001 0.31370500000000007 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.47013499999999991 -0.06457499999999998 0.11326500000000002 0.40124500000000002 0.056145000000000007 -0.079109999999999986 -0.07384499999999998 0.14122000000000004 0.040760000000000005 -0.45661999999999997 0.033845000000000007 0.084075000000000025 -1.0000000180025095e-35 0.0038750000000000004 -0.076599999999999988 0.098810000000000023 -0.14226499999999997 -0.089839999999999989 -0.15464999999999998 0.078675000000000009 0.08734500000000002 0.092975000000000016 0.10061500000000002 -0.08287499999999999 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 10 -5 -7 -8 12 -3 -4 27 13 14 -1 16 18 -17 22 -20 21 -21 -16 -15 26 -26 -18 -6 29 -28
right_child=1 9 3 5 11 6 7 -9 -10 -11 -12 -13 -14 23 15 17 24 -19 19 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.011835433041247038 0.0099368254554814059 0.00023845006173975032 0.0052709362093204017 0.010121192393655127 0.013656770468131933 -6.4893000360046117e-05 0.0040687558054164786 0.0086550571406498935 0.0032721736157492903 0.0057540121218153219 -0.0019488599405369977 0.00744111608043313 0.0051951326309169488 0.01332954968153878 0.003161001642001793 0.00027528842329047624 0.011748320631032465 0.007210350018303769 0.0090272641319426757 0.0061912236988012279 0.0093921352000463573 -0.00305803660062495 0.0088825079551741789 0.0093733998575526601 0.0076788472011685375 0.016616719786190625 0.013612489804954215 0.0075730906673319017 0.0069195361535257854 0.0065351405164013462
leaf_weight=65 68 71 30 22 38 35 230 39 22 32 22 125 41 43 22 20 92 177 63 35 21 29 492 1039 22 33 34 24 111 24
leaf_count=65 68 71 30 22 38 35 230 39 22 32 22 125 41 43 22 20 92 177 63 35 21 29 492 1039 22 33 34 24 111 24
internal_value=0 0.00559324 0.00618573 0.00573427 0.00730588 0.00458207 0.00418122 0.00473368 0.00887536 0.00195202 0.00221641 0.00872113 0.00892752 0.00899343 0.00852468 0.00834154 0.00871121 0.00650628 0.00805695 0.00604029 0.00382641 0.00200015 0.00863762 0.00953062 0.0100819 0.0130416 0.00945817 0.0113018 0.00821146 0.0106839
internal_weight=0 736 633 565 239 326 304 269 2385 103 52 187 2363 2322 1240 1175 978 197 662 148 85 64 514 1082 316 55 261 62 169 58
internal_count=3121 736 633 565 239 326 304 269 2385 103 52 187 2363 2322 1240 1175 978 197 662 148 85 64 514 1082 316 55 261 62 169 58
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=31
num_cat=0
split_feature=1 1 457 132 48 4 4 3 13 3 472 130 4 2 34 4 2 16 15 11 48 4 3 51 15 3 0 4 0 52
split_gain=0.496172 0.130809 0.119097 0.0825401 0.0878144 0.0852531 0.130478 0.0711475 0.0746434 0.0612751 0.0904161 0.0556738 0.0682444 0.0551061 0.0762285 0.0532047 0.0516231 0.0631892 0.0525158 0.100663 0.0559883 0.101587 0.0858169 0.08107 0.0784051 0.0675997 0.0675832 0.102637 0.0937234 0.0818947
threshold=0.11846000000000002 0.095950000000000021 0.079590000000000008 0.081465000000000024 -0.080024999999999985 0.26790000000000008 0.42642000000000008 0.31370500000000007 -0.47860499999999995 -0.11171999999999999 -1.0000000180025095e-35 -0.0060099999999999989 -0.033174999999999989 0.14753000000000002 -0.021334999999999996 0.53859500000000016 0.13404500000000005 0.13751500000000003 -0.11345499999999999 0.086080000000000018 0.093265000000000015 -0.42529999999999996 0.086245000000000016 0.11794000000000002 -0.037864999999999989 -0.10831999999999999 -0.14832499999999996 -0.14098499999999997 -0.10607499999999999 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -3 9 -7 11 15 10 -6 -2 -13 14 -14 -9 18 -18 -1 20 21 25 26 24 -22 -20 29 -28 -29 -23
right_child=7 2 -4 -5 5 6 -8 8 -10 -11 -12 12 13 -15 -16 -17 17 -19 19 -21 23 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0098345294590069174 0.00062013693874882116 0.013866106995847078 0.0029862842648237186 0.0024101727590378789 0.0064570133026470161 -0.001053461643556754 0.0072577782011791769 0.0013022666693561606 -0.0023402487879673785 0.0070356393848211036 0.013393916470730412 0.0094215997378341854 0.0011692408950546302 0.00077928766850698808 0.0062967164374179031 0.0077351086029375437 0.0016340305545815715 0.0088538474191657522 0.016580580645019102 0.00112653512374631 0.0061657366322205318 0.014368469147263347 0.0042712724727482117 0.01084784441627562 -0.0010169695331049818 0.0099589918234289226 0.0024564094579545784 0.0041900906003112985 0.0083169142622013161 0.0065498265105166618
leaf_weight=172 31 20 88 36 34 30 51 36 34 242 42 32 37 34 134 20 27 22 21 21 55 37 58 24 21 58 32 57 1594 21
leaf_count=172 31 20 88 36 34 30 51 36 34 242 42 32 37 34 134 20 27 22 21 21 55 37 58 24 21 58 32 57 1594 21
internal_value=0 0.00774508 0.00635383 0.00700514 0.00739993 0.00707582 0.00417954 0.0037884 0.00135573 0.00781355 0.0102906 0.00460535 0.00512662 0.00445618 0.00518726 0.00359971 0.00808538 0.00487558 0.00815782 0.00801355 0.00808667 0.00820944 0.00805532 0.00578107 0.00418104 0.0117192 0.00818138 0.00806572 0.00817444 0.0115376
internal_weight=0 2763 543 455 419 399 81 358 90 318 76 268 237 205 171 56 2220 49 2171 1999 1978 1878 1799 100 76 79 1741 1683 1651 58
internal_count=3121 2763 543 455 419 399 81 358 90 318 76 268 237 205 171 56 2220 49 2171 1999 1978 1878 1799 100 76 79 1741 1683 1651 58
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 15 2 10 11 42 4 14 0 3 3 0 16 52 4 16 1 123 15 39 2 51 3 0
split_gain=18.7117 3.12327 1.85755 1.64136 1.16858 0.811843 0.705391 0.572036 0.556097 0.521188 0.505536 0.46493 0.375711 0.366707 0.395302 0.30132 0.28076 0.255869 0.519856 0.502006 0.27441 0.304768 0.230742 0.215774 0.197571 0.189659 0.183436 0.179109 0.177874 0.166503
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.024640000000000006 0.11474000000000002 -0.014199999999999999 1.0000000180025095e-35 -0.0060199999999999993 0.42051500000000003 -1.0000000180025095e-35 -0.22491999999999998 0.092670000000000016 0.30112000000000005 -0.075934999999999989 0.083160000000000026 0.024145000000000003 0.033845000000000007 -0.050529999999999999 0.079415000000000013 0.088205000000000019 0.087685000000000013 0.08456000000000001 -0.0091949999999999983 0.11548000000000001 -0.010424999999999999 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 13 -6 -4 24 -5 16 -1 15 -15 23 20 19 -19 27 -22 -20 -11 -9 -13 -27 -16 -14 -7
right_child=1 2 9 11 8 29 -8 10 -10 12 -12 25 28 14 17 -17 -18 18 22 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001078197929247965 0.00087398689794963662 0.00046717308246479756 0.00015743761859608418 0.00086380182873331492 0.00080359303939120895 0.00074658609143127947 0.00054429028338442249 0.00094017093862903327 0.000471934227225108 0.00058560415746653611 0.0010808439199290882 0.00037612274946535339 0.00040843943829851041 0.00081436656269372686 0.00090357140035248384 0.00049576846018336185 0.00028757436610839465 0.00050562831715073237 0.00080425162929691034 0.00083358696175281561 0.00083920955532186287 0.00061302971157070163 0.00093180278712791007 0.00034718943285007102 0.00088353445863685555 0.00045500926927330334 0.00068808920604134926 0.00079556474383572914 0.00024434881079337788 0.00051481260118800955
leaf_weight=27 74 222 55 22 77 22 24 369 26 54 66 20 37 25 559 21 27 38 149 34 151 27 86 20 661 21 34 66 81 26
leaf_count=27 74 222 55 22 77 22 24 369 26 54 66 20 37 25 559 21 27 38 149 34 151 27 86 20 661 21 34 66 81 26
internal_value=0 0.000493951 0.000447001 0.000863115 0.00054726 0.000873428 0.000878689 0.00088221 0.000719873 0.000328082 0.000914485 0.000613158 0.000370938 0.00085231 0.000847034 0.00066892 0.000458722 0.000854415 0.000806268 0.000660498 0.000872822 0.000804901 0.00085093 0.000521168 0.000903825 0.000539636 0.000599095 0.000892166 0.000295801 0.000621042
internal_weight=0 673 599 2448 325 2351 2303 2279 103 274 1096 97 219 1183 1156 46 101 1110 307 72 803 178 235 74 1030 75 55 625 118 48
internal_count=3121 673 599 2448 325 2351 2303 2279 103 274 1096 97 219 1183 1156 46 101 1110 307 72 803 178 235 74 1030 75 55 625 118 48
is_linear=0
shrinkage=0.00196078


Tree=6116
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 124 15 14 11 12 4 1 12 47 12 3 1 457 0 160 51 1 0 43 132 14 133
split_gain=22.201 3.44327 2.24036 1.79868 1.60718 0.910886 0.759612 0.683159 0.593709 0.539847 0.550747 0.533196 0.408349 0.454398 0.51573 0.359129 0.343871 0.332717 0.26553 0.256247 0.239229 0.20404 0.255176 0.202468 0.191427 0.183284 0.180806 0.179315 0.20554 0.234062
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 -0.080389999999999989 0.024640000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.051320000000000005 -0.17966999999999997 0.093575000000000019 0.091625000000000012 0.13011000000000003 -0.064509999999999984 -0.15713499999999997 0.16540500000000002 0.045365000000000009 -0.067094999999999988 -0.063384999999999983 -0.033649999999999992 0.11588000000000001 0.051010000000000007 0.0051600000000000005 0.090145000000000017 -0.46166999999999997 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 9 24 20 10 -1 26 13 25 17 -14 19 -15 -17 -4 -5 -20 -23 -19 -6 -12 -11 28 -3 -30
right_child=1 2 16 8 7 -7 -8 -9 -10 11 12 -13 15 14 -16 18 -18 23 21 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011829616240859465 0.000912073909817831 0.00063998563162381871 0.0002797205854649761 0.00044840488693403957 0.00093175994654646349 0.00065861541315231453 0.00058451357915437489 0.00051711074503507637 0.00089430700705832799 0.00096990486884803568 0.0010532805949699979 0.0011373834688918122 0.0009467358096453244 0.00099247622683372276 0.00048918340558413249 0.0010396564050632363 0.00052073393464453657 0.0005822706710997544 0.00088243996293462239 5.1512546611554696e-05 0.0006799231233148306 0.00058462764479978182 0.00082989638966960734 0.0008033182166530061 0.00074308614932173283 0.0008308069774381865 0.0009084528930533945 0.00028951244496581264 0.00048397434136083914 0.00031117923003399659
leaf_weight=27 74 27 135 37 39 48 24 39 28 790 35 66 585 29 23 32 20 21 247 22 32 21 73 66 44 24 240 21 217 35
leaf_count=27 74 27 135 37 39 48 24 39 28 790 35 66 585 29 23 32 20 21 247 22 32 21 73 66 44 24 240 21 217 35
internal_value=0 0.000513044 0.000463748 0.000915158 0.00054141 0.000925954 0.000931526 0.000731162 0.000653496 0.000935181 0.000906133 0.000966534 0.000899668 0.000818606 0.000757408 0.000916421 0.000278589 0.00081059 0.000868877 0.000247742 0.000555776 0.000852851 0.000775102 0.000749962 0.00083174 0.000962783 0.000955586 0.000464244 0.000477395 0.000459975
internal_weight=0 673 599 2448 422 2351 2303 122 97 2279 1183 1096 1156 198 139 958 177 116 373 157 69 341 94 87 83 59 1030 300 279 252
internal_count=3121 673 599 2448 422 2351 2303 122 97 2279 1183 1096 1156 198 139 958 177 116 373 157 69 341 94 87 83 59 1030 300 279 252
is_linear=0
shrinkage=0.00196078


Tree=6117
num_leaves=31
num_cat=0
split_feature=1 3 124 2 4 2 2 2 42 2 14 4 49 0 43 50 39 2 1 40 4 52 159 1 4 1 0 0 151 15
split_gain=16.9394 2.9498 1.46706 1.23065 1.15079 0.875948 0.815829 0.708815 0.65718 0.550073 0.407206 0.377299 0.269117 0.264098 0.25888 0.236598 0.208123 0.206686 0.205154 0.202797 0.192954 0.189275 0.215748 0.288382 0.187544 0.187413 0.288494 0.165987 0.162024 0.158868
threshold=0.104035 -0.059315 -0.076779999999999987 0.14285500000000004 0.27834500000000006 0.089885000000000007 -1.0000000180025095e-35 0.10467500000000002 -0.0060199999999999993 0.13404500000000005 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 -0.23091999999999999 -0.080324999999999994 0.041865000000000006 0.096625000000000016 0.11411 0.086920000000000011 -0.077714999999999992 0.42642000000000008 -0.56176499999999996 0.082585000000000006 0.089770000000000016 0.0067750000000000006 0.085110000000000005 -0.070154999999999981 -0.14001499999999997 -1.0000000180025095e-35 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 12 10 19 -8 -1 13 18 -9 -2 -7 -10 29 20 -6 -4 -3 -13 -15 23 27 -20 26 -24 -23 -25 -5
right_child=1 3 5 15 17 9 7 11 14 -11 -12 16 -14 21 -16 -17 -18 -19 24 -21 -22 22 25 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00079212270658828466 0.00056683170205717179 0.00038239546790392665 0.00087477893706810908 0.00020180807113197953 0.00059963801450400617 0.00060063964128494261 0.00072468227063648581 0.00067804349228447558 0.0005628359736095256 0.00058583149529185569 0.0010251298507173499 0.00041468543144227191 0.00079323436471899478 0.00093187207073258639 0.00029917488492188607 0.00036853376449736151 0.0002747981634714383 0.00039876703580079864 0.0008368484814549168 0.00020299961894074931 0.00058898765082452808 0.00096800344275270629 0.00090064535965387281 0.00050778421536818439 0.00070266913663198226 0.0010472733191415375 0.00066548508788765392 0.0007907090834021102 0.00072901805575822248 1.9664753242121902e-06
leaf_weight=40 24 47 930 65 31 25 45 25 41 49 59 115 127 43 22 26 31 54 364 50 31 21 78 20 45 20 27 611 35 20
leaf_count=40 24 47 930 65 31 25 45 25 41 49 59 115 127 43 22 26 31 54 364 50 31 21 78 20 45 20 27 611 35 20
internal_value=0 0.000476637 0.00082456 0.000384372 0.000654521 0.000834697 0.000442298 0.000502138 0.000595563 0.000788029 0.000865708 0.000452561 0.00075725 0.000799288 0.000470764 0.000204853 0.000420713 0.000472026 0.000858684 0.000289923 0.000451695 0.000805096 0.000798382 0.000784749 0.000822085 0.000873311 0.000840176 0.0007966 0.000648569 0.000154787
internal_weight=0 691 2430 455 236 2327 344 247 103 929 1398 202 151 880 63 111 177 85 1339 97 146 855 812 687 409 125 105 632 55 85
internal_count=3121 691 2430 455 236 2327 344 247 103 929 1398 202 151 880 63 111 177 85 1339 97 146 855 812 687 409 125 105 632 55 85
is_linear=0
shrinkage=0.00196078


Tree=6118
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 1 2 1 2 1 4 2 457 50 1 4 1 2 40 1 0 1 4 481 15 1
split_gain=33.0766 5.19033 2.86898 2.7288 1.67687 1.53753 1.2725 1.06816 0.932747 0.855732 0.817946 0.525696 0.603896 0.399957 0.36383 0.339406 0.337285 0.313629 0.290142 0.268657 0.228401 0.226776 0.219476 0.217519 0.288742 0.198463 0.187909 0.174743 0.173101 0.216659
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 0.122715 -0.15289999999999995 -0.0091949999999999983 0.080930000000000016 0.041865000000000006 0.13075500000000004 0.053180000000000012 0.13265500000000002 0.089525000000000007 -0.077714999999999992 0.082005000000000008 -0.030209999999999997 0.12958500000000003 -0.036839999999999991 -0.0066299999999999996 -0.086254999999999984 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 8 22 25 11 -5 16 21 15 26 -9 -13 19 28 -4 23 -16 -1 -3 24 -7 -8 -2 -23 29 -6
right_child=1 4 18 9 17 10 7 14 -10 -11 -12 12 -14 -15 20 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039255392198845234 0.0039238777113895784 0.0032263742231042184 0.0033985232060251675 0.0037922825092812861 0.003143927184018222 0.0038470109303792317 0.0037297039089730865 0.0035745721354204065 0.0041152491104492093 0.0034062934856788785 0.0035130096986953976 0.0036163494918250876 0.003515337159871445 0.003575833517607198 0.0033240011745957368 0.0038643364190065724 0.0035767300845750793 0.0032294643230927293 0.0031434330383157418 0.0037399814886205337 0.003113270730720253 0.0039759591764428701 0.0030387041194766175 0.00394131850082004 0.0036423733836107057 0.003483547135895374 0.0037639914145117248 0.0038591704613650723 0.0028238499106145376 0.0029174925595083657
leaf_weight=1013 50 46 60 34 33 183 34 20 76 63 41 23 23 29 141 274 24 26 24 125 23 56 50 73 31 20 65 409 20 32
leaf_count=1013 50 46 60 34 33 183 34 20 76 63 41 23 23 29 141 274 24 26 24 125 23 56 50 73 31 20 65 409 20 32
internal_value=0 0.00337306 0.00361362 0.00386388 0.0032498 0.00387718 0.00331919 0.00339606 0.00390248 0.00354159 0.00377779 0.00389348 0.00382143 0.00378161 0.0033249 0.00384513 0.00380269 0.00304101 0.00332564 0.00381585 0.00329445 0.00390908 0.00312863 0.00384889 0.00381737 0.00363853 0.00383351 0.00387324 0.00298337 0.00303245
internal_weight=0 673 228 2448 445 2351 334 238 1874 97 477 1798 320 144 184 297 436 111 84 412 164 1478 96 287 214 54 115 465 85 65
internal_count=3121 673 228 2448 445 2351 334 238 1874 97 477 1798 320 144 184 297 436 111 84 412 164 1478 96 287 214 54 115 465 85 65
is_linear=0
shrinkage=0.00196078


Tree=6119
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 4 0 15 4 4 0 3 158 15 10 11 3 49 16 52 3 151 1
split_gain=21.0507 3.39821 2.24434 1.5749 1.35117 1.11431 0.753244 0.618612 0.586851 0.566062 0.551037 0.390387 0.373295 0.382815 0.391838 0.357419 0.266295 0.339812 0.29351 0.229659 0.214002 0.25251 0.178659 0.176435 0.158981 0.155337 0.231392 0.165875 0.150586 0.145133
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.14753000000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.27834500000000006 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.085030000000000008 -0.41942499999999994 -0.38124499999999995 0.075910000000000019 -0.010424999999999999 0.10858500000000001 0.40020000000000006 0.024145000000000003 -0.10217499999999997 -0.088784999999999989 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 12 -5 11 -6 24 15 13 14 -1 -4 -15 -18 -19 29 -13 -22 -8 -17 25 26 27 -7 -3 -14
right_child=1 2 8 7 9 10 22 -9 -10 -11 -12 20 19 16 -16 23 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010661752683325701 0.00096092615757133691 0.00065368779825375359 0.00057407551098103619 0.0009220847685959924 0.00090605967856300024 0.00066087397801525458 0.00103837370521882 0.0005920222059625093 0.00062044884991759529 0.00059725700064705589 0.00067922358212420362 0.00037777606014381438 0.00089765904790060588 0.0012043447699794786 0.00075970529694050892 0.00046107623457110482 0.0010050234083040269 0.00073875298342701437 0.00095066747870765813 0.0010333736790692741 0.00032164453919611722 5.4823657972555536e-05 0.0012388619819497751 0.00029993622982836467 0.00082332835429244566 0.00099930330588106527 0.00094669960271413604 0.00086435650633132901 0.00052138129256385759 0.00075562297636999577
leaf_weight=23 76 40 40 34 74 20 25 61 37 33 48 32 81 23 53 41 1301 28 245 33 25 30 54 72 78 76 138 67 191 42
leaf_count=23 76 40 40 34 74 20 25 61 37 33 48 32 81 23 53 41 1301 28 245 33 25 30 54 72 78 76 138 67 191 42
internal_value=0 0.000569773 0.000521436 0.000957627 0.000628666 0.000967696 0.000987959 0.00071015 0.000390591 0.000810821 0.000877151 0.000355155 0.000979862 0.000988416 0.000852453 0.000414788 0.000994887 0.000991826 0.000928933 0.000888127 0.000250283 0.000176106 0.00117542 0.000358403 0.000902218 0.000922661 0.000896773 0.000817579 0.000544292 0.000849159
internal_weight=0 691 615 2430 338 2335 1908 95 277 107 427 240 1829 1673 76 153 1597 1574 273 156 87 55 79 113 379 301 225 87 231 123
internal_count=3121 691 615 2430 338 2335 1908 95 277 107 427 240 1829 1673 76 153 1597 1574 273 156 87 55 79 113 379 301 225 87 231 123
is_linear=0
shrinkage=0.00196078


Tree=6120
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 2 4 1 1 2 4 1 3 2 1 3 47 40 12 15 0 0 49 14 10 4
split_gain=29.3838 4.88261 3.14305 2.27898 1.76569 1.29379 1.03811 0.820759 0.820534 0.783702 0.759265 0.663685 0.534123 0.65032 0.500232 0.461451 0.422021 0.336349 0.27324 0.294492 0.254472 0.234152 0.201709 0.210718 0.275358 0.233655 0.199431 0.199261 0.195973 0.177765
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.17025000000000004 0.11474000000000002 0.14122000000000004 0.40945500000000007 0.09253500000000002 0.086920000000000011 0.089775000000000008 -0.013125 0.093100000000000002 0.30112000000000005 -1.0000000180025095e-35 0.075045000000000014 -0.097174999999999984 0.090100000000000013 -1.0000000180025095e-35 0.087695000000000009 -0.15914499999999995 -0.11173999999999999 -0.14832499999999996 -0.053364999999999996 -0.46596499999999991 -0.38124499999999995 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 12 10 29 14 16 -5 22 17 18 -16 21 -14 19 -7 -3 -4 23 -1 25 -25 -13 -12 -9 -6
right_child=1 2 7 11 8 9 -8 28 -10 -11 27 26 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013596699407009405 0.0011075927575366106 0.00057962134403702738 0.0005468178614917833 0.0010212829209769612 0.0010892580751897623 0.00089889577623842806 0.0013681597126966097 0.00029302240728541366 0.00060281128579981965 0.000767163728733045 0.00055843162295572907 0.00078324122309272263 0.00090347132198887652 0.00071981790046408479 0.001018139539617715 0.0007766099670687977 0.00037809381171821909 0.0010994033520620877 0.0011895390875710577 0.001097019751467584 0.00076608749563610425 0.00078583770230704667 0.0011154618274451442 0.0011501253260980788 0.0011704499407712327 0.00086747595771430016 0.00056190200646214579 0.00034595849071136943 4.841457499994659e-05 0.00089340931227227223
leaf_weight=21 74 191 26 34 49 35 70 34 24 41 20 34 37 20 232 35 22 376 96 164 33 40 517 23 662 22 29 112 20 28
leaf_count=21 74 191 26 34 49 35 70 34 24 41 20 34 37 20 232 35 22 376 96 164 33 40 517 23 662 22 29 112 20 28
internal_value=0 0.000632426 0.000573725 0.00109504 0.000704139 0.00110719 0.00113421 0.000419036 0.000919372 0.00102888 0.000472204 0.000800505 0.00112445 0.00106513 0.00104797 0.000986478 0.000613282 0.00108185 0.00110362 0.00106217 0.000607092 0.000691678 0.00114508 0.00116611 0.00116036 0.00101194 0.000681355 0.000378151 0.000202427 0.00101804
internal_weight=0 673 599 2448 325 2351 1748 274 101 603 220 97 1678 433 562 267 88 413 295 199 224 66 1245 728 707 45 63 132 54 77
internal_count=3121 673 599 2448 325 2351 1748 274 101 603 220 97 1678 433 562 267 88 413 295 199 224 66 1245 728 707 45 63 132 54 77
is_linear=0
shrinkage=0.00196078


Tree=6121
num_leaves=31
num_cat=0
split_feature=1 3 1 124 46 4 10 2 42 15 43 41 4 15 156 52 475 1453 52 12 1 48 12 3 15 42 475 16 2 15
split_gain=1.09021 0.238479 0.128915 0.110388 0.102647 0.0946587 0.0836398 0.0815961 0.0709546 0.0630525 0.0802447 0.0784981 0.0676819 0.160602 0.247114 0.151681 0.0790701 0.0734807 0.122262 0.0687607 0.0685952 0.0805536 0.0623959 0.0610455 0.059542 0.0585331 0.0745615 0.0580466 0.0575098 0.0705016
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 -0.076779999999999987 0.081930000000000017 0.41257000000000005 -0.062879999999999978 0.13404500000000005 -0.0060199999999999993 0.040760000000000005 -0.51144999999999985 0.075585000000000013 -0.46376499999999993 -0.0079099999999999986 0.013700000000000002 0.10024500000000001 -0.085719999999999977 -0.0067199999999999994 -0.018574999999999998 0.096295000000000019 0.095950000000000021 1.0000000180025095e-35 0.084795000000000023 0.013900000000000001 -0.43375999999999998 0.083795000000000022 -0.08644499999999998 0.13751500000000003 0.13712500000000002 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 8 28 -2 -4 9 -1 10 -5 -11 19 16 15 22 25 18 -18 23 -19 -22 -15 -12 -7 26 -14 -9 29 -3
right_child=1 2 6 7 -6 24 -8 27 -10 11 12 -13 13 14 -16 -17 17 20 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013690068009190072 0.013013295527396712 0.0084866331760875043 -0.0008437055534505774 0.0073195963610141052 0.015792928722221405 0.011137949591628402 0.0062760396691208531 0.0067201838087014576 0.0081545758063153364 0.014334320839382644 0.020512358972004485 0.018795417659211815 0.015175323330220723 0.018305012744219442 0.0020437831105664375 0.0049536693131639851 0.01373477309270827 0.013433049148338436 0.023198600672185422 0.01095764453833302 0.012933607425155312 0.0046841264888644223 0.012317645783617121 0.014916330355812203 0.0049617824983282915 0.01440059945011383 0.023706808509305122 0.01363998009738597 0.005883590821963801 0.013337762719568083
leaf_weight=39 179 252 21 21 20 37 77 27 57 1039 35 41 21 28 30 21 43 721 20 21 29 20 46 44 27 58 20 22 71 34
leaf_count=39 179 252 21 21 20 37 77 27 57 1039 35 41 21 28 30 21 43 721 20 21 29 20 46 44 27 58 20 22 71 34
internal_value=0 0.0092851 0.00798157 0.0137259 0.00882151 0.0118331 0.00475038 0.0138642 0.0104034 0.0139518 0.0134458 0.0145037 0.013557 0.0133218 0.00995594 0.0124545 0.0137732 0.0134556 0.0167392 0.0160436 0.013187 0.00956647 0.0145831 0.0173956 0.00853238 0.016445 0.019337 0.00982703 0.00843095 0.00906334
internal_weight=0 718 475 2403 377 243 98 2307 96 2258 1178 1080 1157 1057 125 95 932 833 63 100 770 49 74 79 64 99 41 49 357 286
internal_count=3121 718 475 2403 377 243 98 2307 96 2258 1178 1080 1157 1057 125 95 932 833 63 100 770 49 74 79 64 99 41 49 357 286
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 0 10 16 43 124 4 13 12 10 4 1453 3 4 16 16 4 15 12 42 133 132 3 376 48 43
split_gain=0.883125 0.212092 0.132626 0.0923289 0.147704 0.104248 0.0981157 0.0968677 0.10302 0.0872987 0.0756764 0.0737443 0.0843388 0.0699319 0.0648495 0.0779846 0.07603 0.0770017 0.0738161 0.0889887 0.124403 0.0839652 0.0734078 0.110575 0.105025 0.0648087 0.0988154 0.0632308 0.0593241 0.114706
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.11474000000000002 -1.0000000180025095e-35 -0.13843999999999998 0.069930000000000006 -0.0073349999999999986 -0.04890499999999999 -0.076779999999999987 1.0000000180025095e-35 0.038215000000000006 0.082095000000000015 -0.0026549999999999994 -0.082769999999999982 -0.092059999999999989 0.092670000000000016 0.0045450000000000013 -0.011989999999999999 -0.077879999999999991 -0.085719999999999977 0.084050000000000014 0.083815000000000014 0.085465000000000013 0.061605000000000007 0.10512500000000001 0.42240500000000009 0.084985000000000019 0.093265000000000015 -0.52440999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 13 7 10 8 -6 27 -7 14 -13 -3 18 -16 -17 -18 19 21 -21 -11 -20 -24 -25 26 -4 -1 29 -14
right_child=1 2 25 -5 5 6 -8 -9 -10 11 -12 12 28 -15 15 16 17 -19 22 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0079169821872992416 0.012934901901365568 0.007495095382910222 0.0051231766221462756 0.0068886980806794774 0.004228680280502886 0.016809422921921526 0.0069707068975549194 0.0022255437873789797 0.013225576185754368 0.016951757241108947 0.011659554742784187 0.0071945011707915301 0.019309621446189428 0.00036350802984088661 0.0061988521693274387 0.012618864543483418 0.0038749678060412407 0.011694714974831134 0.014330407118201015 0.013576618427495388 0.02421118282205002 0.012779711618534213 0.013665351232643739 0.011322355223819615 0.0014354521186933631 0.0086718466676150765 -0.0030654310640238695 0.01416323553726432 0.0072228695498779416 0.011564800510657343
leaf_weight=71 90 44 56 234 20 42 30 23 35 68 89 48 21 20 20 1475 20 34 77 22 22 166 43 22 21 27 20 21 26 214
leaf_count=71 90 44 56 234 20 42 30 23 35 68 89 48 21 20 20 1475 20 34 77 22 22 166 43 22 21 27 20 21 26 214
internal_value=0 0.00838953 0.00775033 0.00838079 0.0095331 0.0106756 0.0121293 0.00767508 0.00995398 0.0123633 0.0133107 0.0124842 0.0110469 0.00526647 0.0127074 0.0124028 0.0124839 0.00879851 0.0137773 0.0147679 0.0188939 0.0139921 0.0120877 0.0100796 0.00649387 0.00446339 0.00296828 0.00934276 0.0117554 0.0122569
internal_weight=0 730 640 537 303 239 161 78 55 2391 131 2299 309 64 1990 1549 1529 54 441 278 44 234 163 86 43 103 76 92 261 235
internal_count=3121 730 640 537 303 239 161 78 55 2391 131 2299 309 64 1990 1549 1529 54 441 278 44 234 163 86 43 103 76 92 261 235
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=31
num_cat=0
split_feature=1 52 1 4 1348 12 45 4 2 14 0 4 49 0 16 15 11 0 2 123 42 3 0 1213 2 15 402 132 132 47
split_gain=0.715596 0.169344 0.113031 0.0805716 0.0765467 0.0963427 0.0748779 0.0677853 0.067733 0.0654112 0.0673569 0.0966041 0.0642354 0.0770221 0.0944436 0.066948 0.0621294 0.0619221 0.0696468 0.0582208 0.0568359 0.132128 0.122541 0.0938888 0.0899769 0.0561111 0.0557783 0.0539602 0.0519371 0.0504417
threshold=0.10293500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.092395000000000019 0.088105000000000003 0.081955000000000014 -0.011559999999999999 0.095545000000000005 0.076975000000000002 -0.11173999999999999 0.0033150000000000007 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.41396999999999995 0.093970000000000012 -0.076579999999999995 -0.0091949999999999983 0.084025000000000016 0.085465000000000013 -0.084074999999999997 -0.071719999999999992 -1.0000000180025095e-35 0.090935000000000016 -0.028889999999999996 -0.088189999999999991 0.10240500000000001 0.090145000000000017 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 28 8 -7 9 10 11 25 -4 14 -14 -15 -9 -12 -19 27 24 -22 23 -23 -20 -1 -24 29 -3 -10
right_child=1 2 12 -5 -6 7 -8 16 19 -11 17 -13 13 15 -16 -17 -18 18 20 -21 21 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0083964988531079147 0.01155318417936884 0.0074169763651369932 0.00059686894077927834 0.0051078849366273391 0.001693799374625087 0.014530342990725205 0.016524606556273424 0.010332746588460664 0.010491615061893956 0.014412883861305218 0.011746747683382706 0.011866258756029157 0.0051176890209519675 0.0061714478582143781 0.012657959075071491 -0.00069233661051839592 0.0044742361774020223 0.0043615704635158181 0.014595117923315793 0.0059066604388256869 0.0024282644269987943 0.011760222802583415 0.011451336356845719 0.003414995662335839 0.0083822179821672269 0.0016444396413862706 0.018418961744755508 0.0068424336349543861 0.0023854547066465871 0.015385190410200845
leaf_weight=32 93 304 31 22 20 29 26 85 495 71 1330 53 46 30 26 27 23 20 63 30 24 26 27 28 37 20 20 39 22 22
leaf_count=32 93 304 31 22 20 29 26 85 495 71 1330 53 46 30 26 27 23 20 63 30 24 26 27 28 37 20 20 39 22 22
internal_value=0 0.00756468 0.00698781 0.0111316 0.00775091 0.00801255 0.0111877 0.0102377 0.0111283 0.0114398 0.0113141 0.00886179 0.00468421 0.00566644 0.00784056 0.00292018 0.0090851 0.0114776 0.0100167 0.0101977 0.0105194 0.00909783 0.0106827 0.00743307 0.0122963 0.00579955 0.0144163 0.0104293 0.00707743 0.0106999
internal_weight=0 736 643 2385 483 463 2363 137 2337 1751 1680 105 160 129 72 57 108 1575 245 586 225 125 101 54 100 52 47 556 326 517
internal_count=3121 736 643 2385 483 463 2363 137 2337 1751 1680 105 160 129 72 57 108 1575 245 586 225 125 101 54 100 52 47 556 326 517
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=31
num_cat=0
split_feature=1 4 148 13 12 40 52 3 12 4 48 4 12 0 45 3 0 2 12 2 14 0 1 160 1 41 51 13 0 15
split_gain=0.579633 0.13846 0.092245 0.0881515 0.0948483 0.0798609 0.0697065 0.070851 0.086765 0.065263 0.064965 0.0715134 0.0937804 0.0936515 0.0606511 0.0602353 0.0779206 0.0592318 0.0569196 0.0635956 0.0603258 0.067178 0.203275 0.0731495 0.0626776 0.0623401 0.0558064 0.0480642 0.0463415 0.106389
threshold=0.10293500000000001 0.27287000000000006 -0.065034999999999996 -0.14819499999999997 -1.0000000180025095e-35 -0.0061149999999999998 0.12492500000000002 -0.13309499999999996 0.10124000000000001 0.40124500000000002 0.10990500000000002 -0.013514999999999998 0.092465000000000006 -0.10324499999999999 0.081955000000000014 0.10732000000000001 -0.019414999999999998 0.15109000000000003 0.11734000000000001 0.10444500000000002 0.062655000000000016 -0.13027499999999997 0.082005000000000008 0.08443500000000001 0.084785000000000013 0.079395000000000007 0.08955500000000001 -0.42195999999999995 -0.10151999999999999 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 27 5 26 7 -3 28 14 11 12 -6 -13 15 17 -17 18 20 -20 21 22 -1 -24 25 -22 -5 -4 -9 -30
right_child=1 6 3 4 10 -7 -8 8 -10 -11 -12 13 -14 -15 -16 16 -18 -19 19 -21 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.013696953394499264 0.0024565845029428605 0.0076556005013676794 0.008161570736306854 0.0096500971546478916 0.015482270112261177 0.0013552132533336788 0.0098178923844049384 0.0061635428273509596 -0.0023811292834579945 0.0045970965209893291 0.014391260963748209 0.0013631751702632756 0.0091861575803630149 0.0092027406640227127 0.014872146118432284 0.0019619214836330639 0.010683464446337894 0.0046650611155200751 0.011217194949767873 0.0046746641063155269 0.013531057845934162 0.010244052377168805 0.0012899095959523145 0.0075633375167210651 0.017568264759722212 0.0069599633210931308 0.0036337615434257758 0.0026701108030219738 0.0049615551088074295 -0.0021889967095505979
leaf_weight=38 28 65 28 58 35 23 30 93 20 22 32 20 73 64 26 21 20 20 24 39 42 2015 34 41 21 22 21 37 81 28
leaf_count=38 28 65 28 58 35 23 30 93 20 22 32 20 73 64 26 21 20 20 24 39 42 2015 34 41 21 22 21 37 81 28
internal_value=0 0.00680822 0.00800123 0.00839829 0.00906875 0.00654102 0.00523133 0.0047519 0.00390172 0.0100185 0.0102198 0.00952452 0.0112266 0.00733618 0.010069 0.0100155 0.00621633 0.0100834 0.010131 0.00716706 0.0102153 0.010111 0.00773839 0.00471938 0.0128277 0.0112722 0.00805082 0.00503566 0.00452378 0.00312472
internal_weight=0 736 419 391 326 102 317 287 222 2385 224 192 108 84 2363 2337 41 2296 2276 63 2213 2128 113 75 85 64 79 65 202 109
internal_count=3121 736 419 391 326 102 317 287 222 2385 224 192 108 84 2363 2337 41 2296 2276 63 2213 2128 113 75 85 64 79 65 202 109
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=31
num_cat=0
split_feature=1 1 457 124 51 1 151 124 123 3 0 155 1452 155 2 1213 1213 133 16 1 49 0 13 3 3 13 43 51 2 131
split_gain=0.476864 0.12818 0.0863121 0.0748933 0.0666458 0.0687684 0.063263 0.0601601 0.0680556 0.0525997 0.0581176 0.0970162 0.103099 0.0782813 0.0898955 0.0696574 0.0666596 0.0609962 0.0565917 0.0555122 0.0590787 0.0553727 0.0533631 0.0822451 0.129528 0.0665814 0.0564777 0.052297 0.0597773 0.0522418
threshold=0.11846000000000002 0.094385000000000011 0.079590000000000008 -0.0037749999999999993 -0.40274499999999996 0.16773500000000005 0.077805000000000013 -0.087019999999999986 0.087505000000000013 0.11296500000000002 -0.084044999999999995 0.099580000000000016 0.091225000000000014 0.083440000000000014 0.088555000000000009 0.104315 0.080955000000000013 0.11224500000000003 -0.45661999999999997 0.089625000000000024 0.092560000000000017 -0.084509999999999988 -0.088464999999999988 -0.12711499999999995 -0.15713499999999997 -0.086254999999999984 -0.0057949999999999989 -0.16666999999999996 0.11474000000000002 0.10314000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 -2 -6 27 -3 -9 10 11 12 13 14 15 17 22 21 -16 20 -20 29 26 24 -24 -25 -12 -5 -29 -1
right_child=4 2 -4 6 5 -7 -8 8 -10 -11 16 -13 -14 -15 18 -17 -18 -19 19 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0098163246399325978 0.0099912301714842524 0.0082736470992838592 0.004724568272043447 0.011780761478860912 0.0049072191113429054 -0.0010041181707666034 0.013771480891260913 -0.001187174013995735 0.0065925265561141396 0.0044775735121220352 0.0089014987777918577 0.0028118286095559601 0.016616168922998689 0.014645539338309919 0.011038147880961854 0.0057150936431505468 0.011079798562702938 0.015078088786039088 0.0090174624066849274 0.0024722024239599706 0.0056478877361912875 0.014206383888835484 0.0091262699300913436 0.013657174369187229 0.00033636221351722879 0.0086997101439728088 0.0024658948866029583 0.008507748708130581 0.0051645573647185689 0.01501749075949192
leaf_weight=561 24 36 96 38 313 21 22 22 23 24 25 20 22 31 56 33 104 27 165 20 76 33 38 28 30 835 30 282 66 20
leaf_count=561 24 36 96 38 313 21 22 22 23 24 25 20 22 31 56 33 104 27 165 20 76 33 38 28 30 835 30 282 66 20
internal_value=0 0.00878022 0.007466 0.00800419 0.00490129 0.00453555 0.00855561 0.00522669 0.00278912 0.00913322 0.00918509 0.00971084 0.009843 0.0096972 0.00954241 0.0101956 0.00867189 0.0104263 0.00815363 0.00753473 0.00795486 0.0102217 0.00841791 0.00859672 0.00524837 0.00886055 0.00539117 0.00825833 0.0078737 0.00999537
internal_weight=0 2763 585 489 358 334 408 81 45 2178 2154 1064 1044 1022 991 674 1090 641 317 261 241 614 986 931 68 863 55 386 348 581
internal_count=3121 2763 585 489 358 334 408 81 45 2178 2154 1064 1044 1022 991 674 1090 641 317 261 241 614 986 931 68 863 55 386 348 581
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=31
num_cat=0
split_feature=1 1 12 124 47 2 4 42 15 11 44 13 158 0 2 4 3 4 133 2 43 12 10 4 0 157 13 3 1 42
split_gain=10.1759 1.76267 1.39027 0.875723 0.619952 0.500563 0.374407 0.371071 0.360815 0.307392 0.272208 0.28236 0.242386 0.307865 0.21813 0.177321 0.274929 0.173928 0.170556 0.16413 0.153367 0.152088 0.152029 0.17093 0.155918 0.151191 0.149282 0.148539 0.244956 0.145728
threshold=0.104035 0.13075500000000004 0.087215000000000015 -0.076779999999999987 0.13082500000000002 0.13501500000000002 0.40473500000000007 -0.0060199999999999993 0.024640000000000006 1.0000000180025095e-35 1.0000000180025095e-35 -0.077799999999999994 1.0000000180025095e-35 -0.10836499999999999 0.14122000000000004 -0.46376499999999993 -0.14989499999999997 -0.17966999999999997 0.032270000000000007 0.089605000000000018 -0.080324999999999994 0.091625000000000012 -0.014199999999999999 0.50500500000000004 -0.052984999999999997 -0.08107499999999998 -0.28558999999999996 0.090900000000000009 0.085760000000000017 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 7 22 8 -4 -1 10 -10 11 18 13 27 17 -15 -17 -2 19 -5 -9 -18 24 26 -3 -23 -24 28 -13 -14
right_child=1 4 6 5 -6 -7 -8 20 9 -11 -12 12 29 15 -16 16 21 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006419370875821686 0.00057948591662388218 0.00021697744068208764 0.00065554990097280348 0.00068785591651268825 0.000491457192115804 0.00048083517764348026 0.00043134623834120684 0.00047132666140352921 0.00070064314652594191 0.00083969303823973806 0.00086198477417814964 0.00072354384010687544 0.00078479659269491489 0.00070716295153336166 0.00021201072454306424 0.00042449465016273558 0.00068548080052903936 0.00038888234017131766 0.00071505921001837453 0.00057793732984581813 0.00026838899475527321 0.00044963021939194278 0.00020113268089841954 0.0001945404908184774 -6.5275532074783951e-06 0.0006148439371998569 0.00039765039531915793 0.00040593432416745779 0.00043710232008510315 0.00061048241149561078
leaf_weight=40 20 30 140 133 39 48 36 41 1025 65 25 22 54 93 25 28 112 231 335 86 22 24 23 85 20 189 42 36 24 28
leaf_count=40 20 30 140 133 39 48 36 41 1025 65 25 22 54 93 25 28 112 231 335 86 22 24 23 85 20 189 42 36 24 28
internal_value=0 0.0004015 0.000473512 0.000671162 0.000265309 0.000678994 0.00060969 0.000494237 0.000683167 0.000708935 0.000659545 0.000655197 0.000626094 0.00061069 0.000386673 0.000630992 0.000610924 0.00040407 0.000687242 0.000644692 0.00040046 0.000626986 0.00022121 0.000252422 0.000127575 0.000596228 0.000328113 0.000500269 0.000574096 0.000725275
internal_weight=0 691 452 2430 239 2327 176 103 2279 1090 1189 1164 610 528 276 446 353 251 554 219 63 325 200 150 50 213 65 82 46 82
internal_count=3121 691 452 2430 239 2327 176 103 2279 1090 1189 1164 610 528 276 446 353 251 554 219 63 325 200 150 50 213 65 82 46 82
is_linear=0
shrinkage=0.00196078


Tree=6127
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 47 4 4 4 2 12 12 52 2 14 475 2 1 11 1 4 4 47 124 16 0 12 16 4 13
split_gain=12.9901 1.6147 1.33474 1.21051 0.72016 0.569276 0.566134 0.475186 0.461283 0.368316 0.324796 0.288444 0.227627 0.22576 0.225161 0.220032 0.205947 0.198186 0.237877 0.185282 0.183367 0.180073 0.177441 0.174684 0.173281 0.219942 0.126376 0.126194 0.116768 0.112552
threshold=0.10752500000000002 0.13210500000000003 -0.065819999999999976 0.085055000000000006 0.093575000000000019 0.13082500000000002 0.36766000000000004 0.40124500000000002 -0.17966999999999997 0.13093500000000002 1.0000000180025095e-35 0.087830000000000005 0.092965000000000006 0.25063000000000007 0.062655000000000016 -0.079029999999999975 0.14122000000000004 0.089875000000000024 1.0000000180025095e-35 0.10337500000000001 0.033845000000000007 -0.036839999999999991 0.077555000000000013 -0.072314999999999977 -0.024819999999999998 -0.096374999999999975 0.091545000000000015 0.052820000000000013 0.50500500000000004 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 9 13 10 21 -6 14 -1 17 19 28 15 -4 27 18 -12 23 -13 -5 24 -10 29 -26 -27 -2 -3 -17
right_child=1 5 4 7 8 -7 -8 -9 12 -11 11 20 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00060564101863794261 0.00043941430861373125 0.00036922318733474918 0.0005566949248695008 0.00086015165399979147 0.00080418470312486725 0.00053622058777271224 0.00049266241160997499 0.00046771385475098909 0.00046694247875857714 0.00055752936127096309 0.0008237411182330552 0.00078930609573384515 0.00071724986461607111 0.0001381691551975852 0.00094646432050196671 0.00074094645182291657 0.00027099356902580637 0.00065241060874065735 0.00095759366789198539 0.00041015047074418394 0.00071871343959981722 0.00068337306421359671 0.00088670016989028416 0.0006587939480518025 0.00098289019044707797 0.00081147164106369011 0.00064694184173388978 0.00057935772628660048 0.00025985116091013631 0.00062592276186254723
leaf_weight=34 170 66 23 32 29 38 24 33 36 41 710 992 22 38 22 75 25 24 55 51 165 72 35 37 20 50 28 29 87 58
leaf_count=34 170 66 23 32 29 38 24 33 36 41 710 992 22 38 22 75 25 24 55 51 165 72 35 37 20 50 28 29 87 58
internal_value=0 0.000445833 0.000768914 0.000527532 0.000681107 0.000317042 0.000792004 0.000672717 0.000578308 0.000732215 0.000795633 0.000798952 0.000533442 0.000273436 0.000755244 0.000740688 0.000438735 0.00082786 0.000833365 0.00050083 0.000779239 0.000737766 0.000756597 0.000564182 0.000736884 0.000799447 0.00075241 0.000459808 0.000307031 0.000690786
internal_weight=0 590 2531 361 527 229 2004 137 175 352 1980 1946 146 191 311 289 224 789 765 124 1157 104 266 73 231 98 78 199 153 133
internal_count=3121 590 2531 361 527 229 2004 137 175 352 1980 1946 146 191 311 289 224 789 765 124 1157 104 266 73 231 98 78 199 153 133
is_linear=0
shrinkage=0.00196078


Tree=6128
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 4 1 2 1 2 2 50 457 12 4 4 15 1 0 47 4 12 2 3 3 3
split_gain=38.4539 6.29887 3.6592 2.86318 2.11453 1.85769 1.12536 1.32493 1.00875 0.925502 0.904424 0.725708 0.548134 0.638909 0.481447 0.465773 0.431364 0.335419 0.414787 0.320262 0.29619 0.293276 0.369353 0.265547 0.253087 0.250076 0.23441 0.226207 0.215526 0.209072
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.086295000000000011 0.080930000000000016 0.09141500000000001 -0.51843499999999987 0.053180000000000012 -0.41396999999999995 0.082005000000000008 -0.030209999999999997 0.090100000000000013 -0.036839999999999991 0.092200000000000018 0.088930000000000023 -0.0025099999999999996 -0.017889999999999996 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 23 8 7 -4 12 -6 -5 16 17 14 -14 20 19 18 -1 21 -8 22 25 29 -2 -7 -20 -22 -9 -3
right_child=1 2 6 10 9 11 15 28 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 26 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001429221721367787 0.0011825952237727595 0.00044278530917019965 0.00065664282321368757 0.0010202624311943505 0.00099446865256996126 0.0012273351653024865 0.00024485438733182327 0.00042527871201837472 0.0013553681050045695 0.00059283240515665676 0.00062344376805913517 0.00067850829328257214 0.0008029368252692727 0.0007357107785642338 0.0010985469002410756 0.00043449151394440533 0.00075962075300125133 0.0010850420563344426 0.0011660773908881092 0.00094994108244660287 0.00018043680463497545 0.0011736510743257213 0.00085439634758313989 0.00069500708441231761 0.00093763806656295173 0.001034099042753932 0.0010980913085096022 -8.7031229162926835e-05 0.00022967154631867596 0.00057345910339263323
leaf_weight=21 50 104 63 34 71 31 39 32 76 32 63 26 23 23 268 22 24 327 886 133 20 73 38 32 24 152 250 31 67 86
leaf_count=21 50 104 63 34 71 31 39 32 76 32 63 26 23 23 268 22 24 327 886 133 20 73 38 32 24 152 250 31 67 86
internal_value=0 0.000563451 0.000496777 0.00109267 0.000637493 0.00110629 0.00032987 0.000434354 0.0011341 0.000869688 0.000762535 0.00099704 0.00112474 0.00105032 0.00107518 0.00017874 0.0010154 0.00114049 0.00115616 0.00102978 0.000116223 0.0010659 0.00103031 0.000529763 0.00110315 0.00106683 0.00115112 1.78582e-05 0.000292898 0.000501932
internal_weight=0 673 599 2448 325 2351 274 162 1874 103 97 477 1798 314 291 112 451 1484 1157 427 90 294 221 222 74 183 1136 51 99 190
internal_count=3121 673 599 2448 325 2351 274 162 1874 103 97 477 1798 314 291 112 451 1484 1157 427 90 294 221 222 74 183 1136 51 99 190
is_linear=0
shrinkage=0.00196078


Tree=6129
num_leaves=31
num_cat=0
split_feature=1 52 105 2 402 123 9 2 14 51 2 4 158 15 4 10 2 2 402 133 403 13 0 43 1 156 13 43 4 42
split_gain=0.646883 0.15321 0.109481 0.220139 0.0933341 0.0765548 0.0742417 0.0938441 0.0821023 0.101227 0.0815231 0.0705365 0.0668587 0.0624726 0.112599 0.0549401 0.054831 0.0535217 0.0508514 0.0704946 0.0637929 0.0583413 0.0543965 0.0984798 0.0814233 0.0779155 0.0699271 0.0807355 0.0649663 0.102689
threshold=0.10312500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 0.12630500000000003 -1.0000000180025095e-35 0.092235000000000025 -0.22253999999999999 -0.069944999999999993 -0.18970999999999996 0.042705000000000007 0.07968500000000002 -0.21699999999999997 0.51164000000000009 -0.0087699999999999983 0.13622000000000004 0.13913500000000004 0.089785000000000018 0.11269500000000002 0.23383500000000004 -0.086589999999999986 -0.085669999999999982 -0.51144999999999985 0.092695000000000013 -0.080734999999999987 -0.091904999999999987 0.0051600000000000005 -0.082249999999999976 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 5 6 15 10 9 -9 -8 17 -13 14 -10 -3 -11 18 22 20 -20 -22 24 -24 28 -25 27 -27 29 -1
right_child=1 2 -4 -5 -6 -7 7 8 13 16 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.011709366349076905 0.010360991472973386 0.0062554707743830099 0.013236648696474732 -0.0029447346356131937 0.00059696381995936153 0.00063179993197660554 0.0044762411981756831 0.0041130668779190346 -0.0013459432866621875 0.015857945047318935 0.010409230797237759 0.0076598752112190917 0.010807899924173477 0.0061198973346605588 0.0080209883772546352 0.00043469085358083248 0.0089497385270617628 0.0049693607725203037 0.013561947128596151 0.0065409596621369319 0.0056484354578930397 0.012096047308295966 0.0026255296356976036 0.014217696449643859 0.0068293936134286928 0.0021897677881901876 0.0097264962643396069 0.01025229971450956 0.010499949563944596 0.01907445628034032
leaf_weight=107 90 34 20 28 29 22 29 26 33 20 115 239 94 205 21 31 27 20 127 24 23 36 20 37 50 27 1047 23 494 23
leaf_count=107 90 34 20 28 29 22 29 26 33 20 115 239 94 205 21 31 27 20 127 24 23 36 20 37 50 27 1047 23 494 23
internal_value=0 0.00649775 0.00595449 0.00571958 0.00612938 0.00641435 0.0066495 0.00708239 0.00615767 0.00911975 0.00921439 0.00989877 0.00854851 0.00532279 0.00229675 0.00347941 0.0118894 0.0101173 0.0101678 0.0116415 0.0122997 0.00958257 0.00999846 0.00958157 0.0107123 0.00970425 0.00955202 0.00589853 0.0110234 0.0130124
internal_weight=0 730 640 620 592 563 541 476 332 73 144 2391 333 259 54 65 47 2058 2038 210 186 59 1828 1154 674 1134 1097 50 624 130
internal_count=3121 730 640 620 592 563 541 476 332 73 144 2391 333 259 54 65 47 2058 2038 210 186 59 1828 1154 674 1134 1097 50 624 130
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 47 14 2 4 2 1 0 457 4 12 4 3 150 47 3 4 1 0 16 2 12 3 0
split_gain=41.7319 6.63665 3.92343 3.31212 2.48207 1.93182 1.15395 1.14397 1.10198 0.994324 0.868911 0.731056 0.677727 0.802327 0.541145 0.534358 0.40005 0.442827 0.299364 0.271301 0.266972 0.251521 0.220099 0.277208 0.24752 0.213854 0.189324 0.180888 0.170029 0.169809
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.40473500000000007 0.14960000000000004 0.086920000000000011 -0.10607499999999999 0.080930000000000016 0.40945500000000007 0.09141500000000001 -0.51843499999999987 -0.10831999999999999 0.084120000000000014 0.090100000000000013 -0.016324999999999996 0.053180000000000012 0.082005000000000008 -0.010949999999999998 0.19444000000000003 0.088930000000000023 0.092200000000000018 0.090900000000000009 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 -5 11 12 14 -6 15 16 19 22 -4 17 -1 -15 -14 -3 -17 23 24 27 -18 28 -7 -19 -11
right_child=1 2 7 6 10 9 -8 -9 -10 29 -12 -13 13 18 -16 21 25 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012339502310051637 0.00087423009662698932 0.00025432033187000049 0.0002804230042243242 0.00080760610853821357 0.00077092541894574289 0.00098145671724493978 0.00035937792194588067 0.00041559372116589216 0.0011458393028707574 0.00063395401705288845 0.00037292049765538153 -0.00012319304495895007 0.0007632929937990379 0.00064540576594823609 0.00051867495430937783 0.00016606053688860027 0.00088197924804558111 0.00095912168768349246 0.0008807817260551977 0.00046996019588554781 0.00044531127790999568 -3.1067729514078749e-05 0.00075167365846972841 0.00095568757134997773 0.00064726584506592008 0.00071034306998421764 0.00089142825475602182 0.00081485164379633732 0.00078426429507141653 0.00039989132248708026
leaf_weight=20 74 191 48 34 71 30 63 34 76 22 30 79 22 22 24 37 280 759 373 27 33 76 121 73 29 31 242 152 22 26
leaf_count=20 74 191 48 34 71 30 63 34 76 22 30 79 22 22 24 37 280 759 373 27 33 76 121 73 29 31 242 152 22 26
internal_value=0 0.00032025 0.000251812 0.000871562 0.000397519 0.000886212 0.000516489 7.8983e-05 0.000914569 0.000774805 0.000652706 3.12964e-05 0.000904793 0.000838315 0.00080475 0.000107102 0.000926593 0.000944997 0.000867672 0.000601661 0.000282457 3.34787e-05 0.000821703 0.000851539 0.000815506 0.000864871 0.000939348 0.000842314 0.000954196 0.00050717
internal_weight=0 673 599 2448 325 2351 97 274 1874 477 101 240 1798 444 429 161 1354 1043 395 49 224 113 405 284 211 311 1023 182 781 48
internal_count=3121 673 599 2448 325 2351 97 274 1874 477 101 240 1798 444 429 161 1354 1043 395 49 224 113 405 284 211 311 1023 182 781 48
is_linear=0
shrinkage=0.00196078


Tree=6131
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 2 2 11 4 4 52 49 1 0 39 47 3 150 51 13 51 3 13 16 15 39
split_gain=17.4371 2.19841 1.91821 1.06406 1.05541 0.877666 0.760287 0.725439 0.672977 0.45477 0.432472 0.412377 0.40245 0.346582 0.310298 0.275745 0.267342 0.26275 0.262016 0.255813 0.227389 0.222244 0.204946 0.190412 0.184299 0.183197 0.406778 0.166577 0.163458 0.165231
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.092550000000000007 -0.16363499999999997 -0.025214999999999998 0.11177500000000001 0.11389000000000002 1.0000000180025095e-35 0.033845000000000007 -0.019614999999999997 0.056145000000000007 -0.012034999999999999 0.086105000000000015 -0.067094999999999988 0.095830000000000012 0.077555000000000013 -0.065819999999999976 0.091105000000000005 -0.10056999999999998 -1.0000000180025095e-35 -0.033649999999999992 -0.10217499999999997 -0.0082249999999999979 -0.008904999999999998 -0.090644999999999989 0.090190000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 15 8 11 -5 18 -10 19 25 20 -11 -7 -2 -13 21 -3 22 -8 23 -1 -9 -24 26 -4 -15 -26 -30
right_child=1 5 6 7 -6 14 12 17 9 13 -12 16 -14 27 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=0.00082280880887624513 0.00042582216836950358 0.00028454354953624393 0.0004297539457873581 0.00075593930159581751 0.00033272200593293983 3.0032335695445079e-06 0.00072531893765123852 0.00042788279448699966 0.00058262518884744281 0.00057071274484270338 0.00041825897807384877 0.00096069674530322206 0.00059221232985345678 0.00033828445285668266 0.00024279743289191494 0.00067985153487881125 0.00073098229428268028 0.00025553535787435638 0.00012442115036062602 0.00086571830355264008 0.00062335159125501171 0.00032037579790841623 0.0004818855469412238 0.00060088684037172351 0.0005816370735760608 0.00075979847069373324 0.0007788449955248648 0.0001529855720367322 0.00077973642760402169 0.00057436580532321748
leaf_weight=31 20 95 21 31 74 59 502 51 39 20 22 64 142 66 32 92 28 28 67 33 101 31 22 47 45 1218 33 26 61 20
leaf_count=31 20 95 21 31 74 59 502 51 39 20 22 64 142 66 32 92 28 28 67 33 101 31 22 47 45 1218 33 26 61 20
internal_value=0 0.000338034 0.000712353 0.000591678 0.000514431 0.000256821 0.000736499 0.000481832 0.000306099 0.000400272 0.000679931 0.000764013 0.000686125 0.000336774 8.73265e-05 0.000634489 0.000890784 0.000427709 0.00021832 0.000707086 0.00070824 0.00046508 0.000677841 0.000510854 0.000647476 0.000754844 0.000643087 0.000285917 0.000676388 0.000729028
internal_weight=0 590 2531 422 186 404 2109 188 313 151 234 1364 745 112 91 112 92 157 162 212 603 129 179 98 148 1272 54 92 126 81
internal_count=3121 590 2531 422 186 404 2109 188 313 151 234 1364 745 112 91 112 92 157 162 212 603 129 179 98 148 1272 54 92 126 81
is_linear=0
shrinkage=0.00196078


Tree=6132
num_leaves=31
num_cat=0
split_feature=1 3 155 47 48 50 124 48 0 14 51 4 13 394 3 3 42 1212 403 2 1208 16 15 40 15 151 1 42 402 1185
split_gain=0.773973 0.178021 0.129305 0.0938134 0.115336 0.102182 0.0792249 0.0745325 0.0733553 0.0722376 0.0603879 0.0790237 0.0594476 0.0891299 0.0670772 0.103964 0.0611156 0.0591553 0.0655341 0.0653873 0.0565911 0.0556948 0.118024 0.0596385 0.0814284 0.0989712 0.0764974 0.0556488 0.0528985 0.0551159
threshold=0.10312500000000001 0.31299000000000005 0.11245500000000001 0.078345000000000012 -0.082654999999999992 0.10616500000000001 -0.076779999999999987 0.11553500000000001 -0.23091999999999999 -0.46885499999999997 -1.0000000180025095e-35 0.0049200000000000008 0.038215000000000006 -0.0062849999999999989 -0.14477499999999996 -0.10831999999999999 0.11457500000000002 0.11796000000000001 -0.52800499999999995 0.084055000000000005 0.099975000000000008 -0.42170999999999997 -0.42198999999999992 -0.063404999999999989 0.085935000000000025 -0.064619999999999983 0.13471500000000003 -0.0060199999999999993 -1.0000000180025095e-35 0.084795000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 8 27 10 -6 -10 -5 -12 14 -14 -8 -16 17 18 19 -17 -18 -11 -23 -24 25 -25 -27 -1 -20 -30
right_child=1 -3 -4 7 5 -7 12 -9 9 21 11 -13 13 -15 15 16 20 -19 28 -21 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0099760707951365764 0.013021181300282479 0.002655073515260997 0.011435142727889891 0.0074110788838006557 0.010184129255535284 0.010819230076934522 0.013436697717671368 0.0055222365063775473 0.0096098856171010997 0.0058042785923324049 0.0172490038536489 0.0095504454814363277 0.0023551494721323254 0.0092579751545369994 0.0043537469860166307 0.011043894515993696 0.0071066624734417681 0.013910866922136243 0.012041623467855433 0.0042265422792886111 0.011654687316685513 -0.0038173061117286917 0.005998466542870221 0.0064555815044080927 0.0075491969092664401 -0.0048769526626734486 0.0027346377849386521 0.0049992552308260269 0.010134875964565663 0.013205738906122623
leaf_weight=39 20 115 58 50 23 30 66 57 24 101 20 40 20 289 30 24 105 48 189 34 37 23 72 21 22 31 23 53 1396 61
leaf_count=39 20 115 58 50 23 30 66 57 24 101 20 40 20 289 30 24 105 48 189 34 37 23 72 21 22 31 23 53 1396 61
internal_value=0 0.00626637 0.00694165 0.00647375 0.00562451 0.00522469 0.0099865 0.008457 0.00473105 0.0043354 0.00997774 0.0121166 0.0101017 0.00881119 0.010302 0.0101945 0.010287 0.0104487 0.0103512 0.00704752 0.00829171 0.00390336 0.0029034 0.00381805 0.00219959 0.000630378 -0.00163498 0.00710899 0.0104676 0.0102634
internal_weight=0 730 615 557 390 370 2391 167 340 317 110 60 2299 309 1990 1924 1894 1752 1704 58 142 293 192 169 97 75 54 92 1646 1457
internal_count=3121 730 615 557 390 370 2391 167 340 317 110 60 2299 309 1990 1924 1894 1752 1704 58 142 293 192 169 97 75 54 92 1646 1457
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 2 1 4 50 4 1 2 2 40 1 49 4 481 475 15 10 4 52
split_gain=21.9889 3.39352 1.78145 1.76899 1.17965 1.07561 0.882146 0.813742 0.69181 0.592604 0.530812 0.42837 0.531003 0.298627 0.286504 0.245777 0.243539 0.207964 0.203307 0.196934 0.177412 0.171628 0.148567 0.138634 0.137343 0.133826 0.133733 0.187584 0.130466 0.126003
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.090425000000000019 0.122715 -0.15464999999999998 0.041865000000000006 0.27287000000000006 0.12958500000000003 -0.0091949999999999983 0.089005000000000015 -0.077714999999999992 0.13075500000000004 -0.053364999999999996 0.061775000000000004 -0.0066299999999999996 -0.082014999999999991 -0.41942499999999994 -0.38124499999999995 -0.036839999999999991 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 20 23 11 -4 16 19 18 28 -9 26 25 -16 -13 29 -3 -5 -11 -8 -21 -7 -6 -28 -2 -1
right_child=1 4 9 21 15 10 7 14 -10 22 -12 12 -14 -15 17 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0037032114601727828 0.0036917562578238691 0.0031271947873319607 0.0035935887897165864 0.0032696239971647073 0.0030054565859131107 0.0037061973423456341 0.0035888973099496356 0.0034243128112718168 0.0038605208644187858 0.0033603182094732371 0.0033596881891995857 0.0034494918427300674 0.0033169260516902471 0.0033938026895710066 0.0032118681792497198 0.0031328736160518974 0.0033966740378943245 0.0030481822350445914 0.0036415889758899052 0.0037402433079052593 0.0029584643046061199 0.0030734316683283039 0.0031692789324721101 0.0033879805033452744 0.0036403468027397861 0.003591794801433621 0.0029782007722293628 0.0027256170459102899 0.0035585314224208641 0.0035563406940209794
leaf_weight=953 50 46 34 60 29 44 23 20 76 34 41 23 23 29 139 23 23 38 268 60 50 24 29 31 448 369 20 26 65 23
leaf_count=953 50 46 34 60 29 44 23 20 76 34 41 23 23 29 139 23 23 38 268 60 50 24 29 31 448 369 20 26 65 23
internal_value=0 0.00324519 0.00364537 0.0034397 0.00314552 0.00365612 0.00319917 0.00326031 0.00367728 0.00338497 0.00357299 0.00366953 0.00360374 0.00357162 0.00320186 0.00295556 0.00359305 0.00317673 0.00362641 0.00368345 0.00303931 0.00321357 0.00327238 0.00347356 0.00365215 0.00360398 0.00290118 0.00283544 0.00361646 0.00369975
internal_weight=0 673 2448 228 445 2351 347 251 1874 97 477 1798 314 144 197 98 436 177 291 1484 96 84 63 54 508 413 75 46 115 976
internal_count=3121 673 2448 228 445 2351 347 251 1874 97 477 1798 314 144 197 98 436 177 291 1484 96 84 63 54 508 413 75 46 115 976
is_linear=0
shrinkage=0.00196078


Tree=6134
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 1 14 4 2 2 4 16 457 0 49 50 4 12 1 40 43 50 15 15 11 1 133 1
split_gain=21.9821 3.63496 1.79226 1.34753 1.29849 0.97517 0.869504 0.61211 0.594085 0.569357 0.65257 0.555494 0.376788 0.381855 0.373527 0.375574 0.331242 0.25131 0.248225 0.408807 0.238125 0.208545 0.204103 0.201931 0.193769 0.182894 0.181928 0.179912 0.164996 0.158072
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 -0.17966999999999997 1.0000000180025095e-35 0.13913500000000004 0.27834500000000006 -0.36241499999999999 0.29113500000000009 -0.079119999999999982 -0.054984999999999992 0.041865000000000006 -0.49013999999999996 0.08401500000000002 0.122715 -0.077714999999999992 -0.11008499999999999 0.10917 -0.059484999999999989 -0.086254999999999984 0.084680000000000019 0.13075500000000004 -1.0000000180025095e-35 0.13927000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 21 -4 11 -8 -11 14 13 -7 15 23 -2 25 22 -20 -12 -3 -17 -1 -15 29 -18 28 -5 -6
right_child=1 4 7 27 17 12 9 -9 -10 10 20 -13 -14 24 -16 18 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001036649205045857 0.00068308738736721868 0.00047926060330086962 0.00092887096480287034 0.00050650801735393927 0.00044278682373902374 0.001012293976469854 0.00090563136440122399 0.00060054746347774988 0.0011764886722066045 0.00084435507460357319 0.00057232849128153443 0.00067686882235255894 0.00065016013562984177 0.00089622442230220399 0.00073878300504065032 0.00086817065308637472 0.00088577413675831808 0.00046758608608808634 0.00075238329720168624 0.00096620534766749314 0.00041212569612836405 0.00029734017727348733 0.0010848007729561317 0.00095714551184149623 0.00075320668329843896 8.3324426931201238e-05 0.001047841225000112 0.00044188346893350087 0.00071887554026776781 0.00023328235316088258
leaf_weight=1117 24 47 34 22 20 96 22 61 78 30 148 20 23 151 20 20 89 26 37 485 47 50 102 138 48 20 38 24 39 45
leaf_count=1117 24 47 34 22 20 96 22 61 78 30 148 20 23 151 20 20 89 26 37 485 47 50 102 138 48 20 38 24 39 45
internal_value=0 0.000585715 0.000982056 0.00078318 0.000483293 0.000992797 0.000542795 0.000718053 0.00100871 0.000604571 0.000575134 0.00100196 0.00089188 0.000910726 0.00100535 0.00100815 0.000894344 0.000298893 0.00096966 0.000951049 0.000533716 0.000385487 0.00104929 0.00102791 0.000861728 0.000247293 0.000934267 0.0005857 0.000642284 0.000297745
internal_weight=0 691 2430 236 455 2335 344 95 2017 247 225 1939 318 295 1919 1899 151 111 644 522 195 97 122 1255 199 85 127 85 61 65
internal_count=3121 691 2430 236 455 2335 344 95 2017 247 225 1939 318 295 1919 1899 151 111 644 522 195 97 122 1255 199 85 127 85 61 65
is_linear=0
shrinkage=0.00196078


Tree=6135
num_leaves=31
num_cat=0
split_feature=1 52 3 148 123 43 51 4 149 10 2 156 2 11 41 52 160 13 151 50 51 51 1 1 123 42 15 15 160 12
split_gain=0.853145 0.189127 0.130099 0.089585 0.095249 0.089867 0.0933858 0.0876188 0.0796874 0.079381 0.0830262 0.0998345 0.0759138 0.0802193 0.09134 0.0620868 0.0616926 0.0612652 0.0580962 0.0571677 0.0637696 0.0659671 0.0627821 0.0569326 0.0532691 0.05383 0.0528653 0.0527184 0.0522063 0.0513464
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 -0.095079999999999984 0.085290000000000019 -0.24021999999999996 0.11326500000000002 0.40124500000000002 0.077335000000000015 -1.0000000180025095e-35 0.11682500000000001 0.083635000000000015 0.10045500000000002 0.075910000000000019 0.083035000000000012 0.056145000000000007 -0.081969999999999987 0.0076650000000000008 1.0000000180025095e-35 0.10917 0.095050000000000009 0.078435000000000019 0.08864000000000001 0.085760000000000017 0.084025000000000016 0.11688500000000002 0.089485000000000023 0.087825000000000014 -0.22361499999999998 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -5 8 12 9 -7 -11 -12 13 18 16 -4 -15 24 19 20 21 -1 27 -20 25 28 -22 -23 -14 -19
right_child=1 2 15 4 -6 6 -8 -9 -10 10 11 -13 17 14 -16 -17 -18 29 23 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013266165409208483 0.013131393911963744 0.0024575329574179792 0.0033318071186699918 0.016115496974353764 0.0067794014423046833 0.004374817656580268 0.013643615933203061 0.0064631828826598146 0.014448701545673735 0.010422189286012337 0.0046780647563103303 0.012757444633170962 0.017152824687461057 0.012922264318913221 0.010279849657407879 0.0086371557623351695 0.019457570744606741 0.0064470809884369373 0.012146797011557379 0.011225631401524138 0.018844221572443431 0.014666077123036157 0.0064517917241405324 0.0065723608748090483 0.0074720974656797591 0.0093302200335395949 0.012706658224899159 0.0089148847253194882 0.012704686824759665 0.011013994108414256
leaf_weight=1454 90 21 71 22 130 41 48 22 24 166 65 20 30 20 22 32 52 35 57 157 36 37 27 27 21 41 23 28 219 83
leaf_count=1454 90 21 71 22 130 41 48 22 24 166 65 20 30 20 22 32 52 35 57 157 36 37 27 27 21 41 23 28 219 83
internal_value=0 0.00883915 0.00823555 0.00885998 0.00912054 0.00990901 0.00953389 0.0127449 0.00890963 0.00845436 0.00912074 0.0065791 0.0128033 0.0130695 0.0159191 0.00498007 0.0176422 0.0115995 0.0129244 0.0130468 0.013225 0.0131019 0.010505 0.010355 0.0123356 0.0126878 0.0164516 0.0121886 0.0132406 0.0096594
internal_weight=0 730 640 537 516 386 364 2391 316 292 251 85 2369 1940 94 103 72 429 1846 1762 1605 1546 92 84 311 290 59 65 249 118
internal_count=3121 730 640 537 516 386 364 2391 316 292 251 85 2369 1940 94 103 72 429 1846 1762 1605 1546 92 84 311 290 59 65 249 118
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=31
num_cat=0
split_feature=1 1 150 47 2 0 10 401 10 16 39 0 16 151 376 147 15 52 49 12 1 13 403 41 40 149 49 151 13 4
split_gain=0.692669 0.178721 0.119229 0.079289 0.0691458 0.0941851 0.0691106 0.110738 0.0809184 0.0647293 0.061791 0.0606942 0.0751097 0.0604566 0.0584933 0.0571449 0.0566171 0.0523379 0.0504648 0.0694823 0.0595231 0.0490018 0.0526451 0.0489115 0.0488874 0.0721 0.0538688 0.0607786 0.0465836 0.045907
threshold=0.11846000000000002 0.094385000000000011 1.0000000180025095e-35 0.085505000000000012 0.10644500000000001 0.034820000000000011 -0.079859999999999987 0.085900000000000018 -0.39453499999999991 0.40020000000000006 0.098905000000000007 -0.076899999999999982 -0.27167499999999994 -0.065174999999999983 0.080200000000000007 0.089365000000000014 -0.15914499999999995 -0.23375999999999997 -0.0072499999999999986 -1.0000000180025095e-35 0.10708500000000001 -0.13710499999999998 -0.00043499999999999995 0.10065500000000001 -0.084709999999999994 0.075040000000000009 -0.066019999999999981 -0.083844999999999989 -0.013304999999999999 -0.082769999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 6 15 11 8 10 -2 17 13 12 -6 -8 -5 16 28 -3 -19 20 -20 -21 -23 29 -4 26 27 -26 -1 -18
right_child=3 2 24 14 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 23 18 19 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.01796886845043412 0.0059385330153062296 0.0055741858289197642 0.0036818465291677664 0.0099717667682425078 0.011369962447687336 0.0047948841987332956 0.0037303602760657669 -0.0007805696967989207 -0.0027586556039750579 0.012602800207995727 0.0041478390517679731 0.011558567344040396 0.003098147309252194 0.0091736277552250233 0.0040780839598959402 0.0074771654605865481 0.012637494698120373 0.013989879299075372 0.0032677968722526676 0.0059548064600676298 0.0095568682094488086 0.0080485423351070156 0.012147145782348122 0.0072906593166408131 0.0047629555920138955 0.013684541635666393 0.0048523830592562007 0.011543338077190594 0.012440507654266963 0.011518055683450714
leaf_weight=27 23 27 30 85 23 30 25 20 20 110 53 183 21 111 21 30 511 31 27 20 34 41 133 24 20 20 53 39 35 1294
leaf_count=27 23 27 30 85 23 30 25 20 20 110 53 183 21 111 21 30 511 31 27 20 34 41 133 24 20 20 53 39 35 1294
internal_value=0 0.0111845 0.00963263 0.00650952 0.0116013 0.0100608 0.00554432 0.00629548 0.00189333 0.0105161 0.00704427 0.0107568 0.00742205 0.00817303 0.00880415 0.0118074 0.0118761 0.00978278 0.0101801 0.00971694 0.00677318 0.0106426 0.0111814 0.0117753 0.00732575 0.00815391 0.0071663 0.0092449 0.014848 0.011835
internal_weight=0 2763 585 358 2178 257 252 209 43 423 189 227 44 136 106 1921 1891 313 286 255 61 194 174 1829 162 132 112 59 62 1805
internal_count=3121 2763 585 358 2178 257 252 209 43 423 189 227 44 136 106 1921 1891 313 286 255 61 194 174 1829 162 132 112 59 62 1805
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 15 4 0 41 4 16 0 2 4 15 0 43 47 43 3 41 2 1 0 2 4 2 1
split_gain=13.697 1.76776 1.4218 1.19243 0.954682 0.741457 0.541546 0.515983 0.424079 0.335805 0.317475 0.285092 0.271824 0.555539 0.34104 0.243365 0.538162 0.225882 0.313588 0.215236 0.198817 0.196938 0.181446 0.181271 0.172395 0.193473 0.160396 0.140497 0.136004 0.181221
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13559000000000002 0.08864000000000001 0.088105000000000003 0.091545000000000015 0.024640000000000006 0.40473500000000007 -0.23194499999999998 0.075585000000000013 0.033845000000000007 0.19444000000000003 -0.067094999999999988 0.10252500000000002 -0.064054999999999987 -0.03241999999999999 -0.066089999999999996 -0.082389999999999977 0.13011000000000003 -0.04890499999999999 -0.065229999999999996 0.079300000000000009 0.11362000000000001 0.096255000000000021 -0.15931499999999996 0.099185000000000009 -0.082109999999999975 0.088930000000000023 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 20 10 12 -7 -1 28 17 13 14 24 26 -17 27 -19 -5 -3 -20 -12 -22 25 -6 -11 -8 -4 -30
right_child=1 3 6 19 7 8 11 -9 -10 15 22 -13 -14 -15 -16 16 -18 18 21 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00096989459691838148 0.00075926864758515966 0.00032721805829362811 0.00079663752801958942 0.00022443638812025713 0.00056213203771122847 0.00067417828779552222 0.00083677880510132365 0.00084729622823406228 0.00040919948781446586 0.00085772060947900087 0.0010750757323371039 0.00065175331196967571 0.00072052580018351273 0.00024981022310399773 0.00044177417889485978 0.00073621235903202555 0.00041394507243266206 0.00052006733183767283 0.00077048593952773719 0.0004404144252047819 0.00055539913270198041 0.00061770049586752391 0.00085434637079116825 0.00039618466002414363 0.00051890750788041544 0.00080597768562888075 0.00065109891232614423 0.00075151656695247719 0.00076192578264858396 0.00057677893979066512
leaf_weight=22 52 113 913 157 22 69 91 21 35 52 21 154 24 29 67 76 27 35 110 20 37 46 45 107 33 29 20 405 267 22
leaf_count=22 52 113 913 157 22 69 91 21 35 52 21 154 24 29 67 76 27 35 110 20 37 46 45 107 33 29 20 405 267 22
internal_value=0 0.000414041 0.000745796 0.000380673 0.000641903 0.000445311 0.000766584 0.000554637 0.000585003 0.000741573 0.000792173 0.000728004 0.000524511 0.000498375 0.000546113 0.000712869 0.000651735 0.000745096 0.000687801 0.000248841 0.000388783 0.000725434 0.000924578 0.000437094 0.000629336 0.000700789 0.000800326 0.000767159 0.000784903 0.000747832
internal_weight=0 590 2531 538 422 361 2109 225 104 197 1268 841 204 180 151 175 103 687 191 177 257 156 66 144 84 51 72 496 1202 289
internal_count=3121 590 2531 538 422 361 2109 225 104 197 1268 841 204 180 151 175 103 687 191 177 257 156 66 144 84 51 72 496 1202 289
is_linear=0
shrinkage=0.00196078


Tree=6138
num_leaves=31
num_cat=0
split_feature=1 52 0 133 4 52 457 0 394 4 1 128 148 31 2 15 42 11 483 2 484 1429 1420 16 41 16 474 156 156 43
split_gain=0.648281 0.123401 0.120031 0.0951265 0.0940776 0.0872782 0.0809758 0.072362 0.113044 0.0783609 0.0805605 0.0687295 0.0646262 0.079906 0.138249 0.0871417 0.0631481 0.0625504 0.0559027 0.0616767 0.0548554 0.0540193 0.0683068 0.0515774 0.0499217 0.0485667 0.0719565 0.0779215 0.0762962 0.0485466
threshold=0.10920500000000001 -0.23798499999999997 0.10455500000000001 -0.24227499999999996 0.24564500000000003 0.039215000000000007 0.31508000000000008 -0.075934999999999989 -0.069949999999999984 -0.49405499999999997 0.10374500000000002 0.09585500000000001 -0.043434999999999994 -0.018414999999999997 0.11362000000000001 -0.41942499999999994 0.090545000000000014 0.075910000000000019 -0.070084999999999981 0.10559 -0.013794999999999998 0.085625000000000021 -0.023194999999999997 -0.0013749999999999997 0.079300000000000009 -0.026164999999999997 0.087530000000000011 0.11386000000000002 0.088610000000000008 -0.079329999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 16 3 -3 6 -6 7 17 -9 -10 11 25 -5 29 15 -15 -2 18 20 21 23 -20 -23 -1 -19 -11 27 28 -27 -14
right_child=1 2 -4 12 5 -7 -8 8 9 10 -12 -13 13 14 -16 -17 -18 24 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014406349847806581 0.014103939096358689 0.013278595360350752 -0.0012097690813243391 0.0027976678570525515 0.0059786858641294929 0.011317553016357125 0.0046362041407043029 0.0025834584905533122 0.012311708363371768 0.010803619361360602 0.0047830398922087628 0.015181115999196968 0.0058000697492389015 0.0058672176932709087 0.0058789665959068553 0.011717200667822156 0.0077077701045521379 0.016088230295471198 0.011163763392177424 0.0074002807959914207 0.017728007544594054 0.012581472318958155 0.0056127466977788851 0.0095531267909015113 0.01089628043644611 0.008101998957153694 0.01278760545710857 0.013929073587059977 0.0018304523122920234 -0.00087083944585174321
leaf_weight=47 33 21 20 45 79 50 21 20 140 210 32 24 24 36 239 87 29 46 1452 48 22 22 39 41 31 164 37 20 22 20
leaf_count=47 33 21 20 45 79 50 21 20 140 210 32 24 24 36 239 87 29 46 1452 48 22 22 39 41 31 164 37 20 22 20
internal_value=0 0.00690791 0.0063781 0.00669962 0.0106798 0.00804801 0.0108191 0.0108728 0.00998833 0.0102165 0.00964025 0.0099661 0.00639328 0.00679181 0.00728091 0.010005 0.0111122 0.0112113 0.0110829 0.0109293 0.0132618 0.0110413 0.00812606 0.0121452 0.013998 0.0096898 0.00872725 0.00799796 0.0073602 0.00276784
internal_weight=0 554 492 472 2567 129 2438 2417 669 649 509 477 451 406 362 123 62 1748 1671 1561 110 1513 61 88 77 453 243 206 186 44
internal_count=3121 554 492 472 2567 129 2438 2417 669 649 509 477 451 406 362 123 62 1748 1671 1561 110 1513 61 88 77 453 243 206 186 44
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 42 14 49 1 1 11 1 457 43 39 51 16 52 40 2 15 39 47 3
split_gain=13.6724 2.16082 1.14942 1.03144 0.822351 0.710527 0.613122 0.572295 0.516785 0.477775 0.416681 0.403611 0.296912 0.207277 0.182905 0.18242 0.181285 0.305736 0.468449 0.161856 0.157203 0.154256 0.152864 0.159716 0.150502 0.13959 0.139468 0.141047 0.129083 0.1204
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 -0.0060199999999999993 0.062655000000000016 -0.054984999999999992 0.086920000000000011 0.12408500000000001 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 -0.14792499999999997 0.08456000000000001 0.10411500000000001 0.19444000000000003 -0.14765999999999999 -0.077714999999999992 -0.0091949999999999983 -0.41942499999999994 0.086380000000000012 0.090280000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 24 -9 -10 12 -4 14 -2 -1 -11 17 22 -19 -18 -13 26 23 -12 -3 -22 -6 -28 -15 -25
right_child=1 4 11 -5 21 -7 -8 8 9 15 16 20 -14 28 -16 -17 19 18 -20 -21 25 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00081126344268864692 0.00053393176922738195 0.00036606561560866571 0.00078853750385596364 0.00043116063614359368 0.00027221297901759754 0.00053669518343739061 0.00046596778313221491 0.00070461018412720918 0.00066493181883281276 0.0004336997382103808 0.00089322669081995138 0.00033763794630181556 0.00093822474345371697 0.00080374071879552934 0.00076142438195318091 0.00030072980929826091 0.00068612122485617625 0.00072835658595414902 0.00036823001631946904 0.00088529285034052866 0.00041494577458731823 0.00034707735792514595 0.00069714854375652383 0.00075061868695160681 0.00021065782457955326 0.00061826978089350173 -3.4568802106614209e-07 0.00022057322586952781 0.00067554516952578756 0.00090207188180626056
leaf_weight=930 23 46 22 84 29 48 24 30 29 136 35 20 59 58 407 56 21 41 21 62 21 24 165 517 50 34 25 20 63 21
leaf_count=930 23 46 22 84 29 48 24 30 29 136 35 20 59 58 407 56 21 41 21 62 21 24 165 517 50 34 25 20 63 21
internal_value=0 0.000448616 0.000764178 0.000603834 0.000369088 0.000772808 0.00077773 0.000413883 0.000463129 0.000430349 0.000781013 0.000555006 0.000802099 0.000704561 0.000796092 0.000394917 0.000747676 0.000738627 0.000606378 0.0008349 0.000486504 0.000210478 0.000749737 0.00076488 0.000285124 0.000540637 0.000166176 9.78405e-05 0.000736994 0.00075653
internal_weight=0 673 2448 228 445 2351 2303 347 251 221 2279 97 1396 144 1337 192 883 800 62 83 75 98 738 573 96 55 74 45 121 538
internal_count=3121 673 2448 228 445 2351 2303 347 251 221 2279 97 1396 144 1337 192 883 800 62 83 75 98 738 573 96 55 74 45 121 538
is_linear=0
shrinkage=0.00196078


Tree=6140
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 1 14 2 2 0 50 1 4 49 52 1 15 14 51 1 2 1 1 16 1 0 16
split_gain=23.7285 4.10639 2.6082 1.88684 1.82932 1.124 0.788689 0.772172 0.569868 0.523608 0.520088 0.467747 0.434683 0.39404 0.339032 0.328876 0.306825 0.284953 0.281667 0.248278 0.214825 0.329908 0.215744 0.201927 0.175901 0.173513 0.264391 0.210487 0.206053 0.236706
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.40473500000000007 0.14122000000000004 0.092845000000000025 0.062655000000000016 -1.0000000180025095e-35 0.10045500000000002 -0.23091999999999999 0.086295000000000011 0.091195000000000012 -0.033174999999999989 -0.054984999999999992 -0.56176499999999996 0.12040000000000002 -0.081924999999999984 -0.46166999999999997 -0.065634999999999985 0.11103500000000001 -0.0091949999999999983 0.14699000000000004 0.089875000000000024 -0.016164999999999995 1.0000000180025095e-35 -0.038659999999999993 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 9 16 12 -5 14 18 -12 -7 19 -1 -13 -6 -14 -3 24 -17 -22 -23 -16 -4 27 -27 28 -19 -30
right_child=1 2 13 8 6 7 -8 -9 -10 -11 11 15 17 -15 23 20 -18 25 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00099923340136163076 0.0009653216314389609 0.00049071304192129872 0.00031664587555033173 0.00086638132940877125 0.0006358872441684498 0.00066265944932021343 0.00053574289542979929 0.00064237999098686331 0.00055494872271319429 0.0011740835026357213 0.00077027181110051238 0.00069095282150166378 0.0010805219044926716 0.00044640917560936493 0.00073239801609827808 0.00061618764464761689 0.00091171016549820188 0.00092610496337717509 0.00027579760540438834 1.0250574542784735e-05 0.00021229579765847658 0.00056231634161152334 0.00040683096642566828 0.00093446499431392598 0.00012886741197525148 0.00066133371930496363 0.00093045352739008031 0.0010462572525646746 0.00064448168677229726 0.00089769644808827657
leaf_weight=1119 76 37 44 37 20 25 47 41 58 59 26 28 43 27 21 30 69 656 64 25 22 58 84 201 34 25 32 51 22 40
leaf_count=1119 76 37 44 37 20 25 47 41 58 59 26 28 43 27 21 30 69 656 64 25 22 58 84 201 34 25 32 51 22 40
internal_value=0 0.000535338 0.000482202 0.000947123 0.000548312 0.000958144 0.000741218 0.000905502 0.000676244 0.000993301 0.000473139 0.000521444 0.00091757 0.000235563 0.000985347 0.000492302 0.000849727 0.000924903 0.000354529 0.000180293 0.00046363 0.000435724 0.000470339 0.000915351 0.000234794 0.000916802 0.000812419 0.000924539 0.000915893 0.000807846
internal_weight=0 691 615 2430 485 2335 136 935 95 1400 349 248 894 130 1341 222 89 869 101 103 194 164 142 222 78 826 57 769 718 62
internal_count=3121 691 615 2430 485 2335 136 935 95 1400 349 248 894 130 1341 222 89 869 101 103 194 164 142 222 78 826 57 769 718 62
is_linear=0
shrinkage=0.00196078


Tree=6141
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 0 47 1 4 4 0 4 2 475 13 15 3 52 49 52 13 13 49 16
split_gain=33.9164 5.25545 3.59175 2.63896 2.3421 1.62246 1.01383 1.01364 1.01239 0.773155 0.764322 0.586975 0.777802 0.768633 0.456966 0.42028 0.311402 0.309363 0.275569 0.263329 0.232488 0.250894 0.227894 0.226228 0.205944 0.20584 0.192108 0.180418 0.177584 0.166022
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.09253500000000002 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.27287000000000006 -0.07929499999999999 -0.55119499999999988 0.17025000000000004 -0.082014999999999991 -0.0044799999999999987 -0.026084999999999994 -0.12711499999999995 -0.56176499999999996 -0.069799999999999987 0.039215000000000007 -0.016469999999999995 -0.055129999999999992 -0.053364999999999996 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 -6 11 18 15 -5 12 13 -1 16 19 -13 -18 26 -7 -3 -22 -19 -21 -15 27 -4 -25 -12 -27
right_child=1 2 8 10 6 9 -8 -9 -10 -11 28 14 -14 24 -16 -17 17 22 -20 23 21 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=0.00096704717410666633 0.00096857647772307872 0.00037413649388272986 0.00013654506535307 0.00089259865535842094 0.00087116076163359663 0.0010655492265275455 0.00048713092748970055 0.0012334868584839304 0.00058844462402311024 0.0006261668403622694 0.00062395125722046398 0.001038281606568782 0.0011684940826900913 0.00079281125782114078 0.0008906109712739042 0.00064983344100930194 0.0012073649996135081 0.00080450859477780026 1.91319278879639e-05 0.0011078807477857551 0.00052757052882964858 0.00029201960464179461 0.00097713815481158327 0.00092562125936218598 0.00054933996871113781 0.00096995646063338756 0.00030332087073475122 0.00080098669928358032 0.00041508755052841297 0.00078663749092402948
leaf_weight=58 74 165 79 34 82 44 39 76 22 41 34 1130 29 22 110 23 21 32 50 20 101 21 362 73 34 139 40 115 29 22
leaf_count=58 74 165 79 34 82 44 39 76 22 41 34 1130 29 22 110 23 21 32 50 20 101 21 362 73 34 139 40 115 29 22
internal_value=0 0.000475601 0.0004147 0.000972615 0.000518585 0.000985692 0.000747383 0.00101168 0.000192787 0.000883595 0.000655673 0.0010023 0.00088178 0.000808843 0.00101272 0.000907802 0.00102141 0.000975477 0.000141281 0.000922168 0.000422124 0.000487025 0.000963117 0.000905072 0.000644989 0.000893449 0.000192604 0.000849382 0.000527808 0.000944907
internal_weight=0 673 599 2448 408 2351 121 1874 191 477 97 1798 143 114 1655 436 1545 415 169 413 287 122 394 369 56 349 119 188 63 161
internal_count=3121 673 599 2448 408 2351 121 1874 191 477 97 1798 143 114 1655 436 1545 415 169 413 287 122 394 369 56 349 119 188 63 161
is_linear=0
shrinkage=0.00196078


Tree=6142
num_leaves=31
num_cat=0
split_feature=1 2 1 12 4 3 132 15 48 15 150 48 2 3 12 3 0 2 149 150 15 43 49 1 1213 13 1444 483 157 1429
split_gain=0.865083 0.14657 0.11556 0.121368 0.107425 0.0977564 0.0895761 0.103905 0.188985 0.0829442 0.0767871 0.0745002 0.0741994 0.0800314 0.0709556 0.0637262 0.0595261 0.0634252 0.0588272 0.0599752 0.0535006 0.0643889 0.0545836 0.0915198 0.0506744 0.0496001 0.0712191 0.0523022 0.0933102 0.0729805
threshold=0.10920500000000001 0.14753000000000002 0.089625000000000024 0.085885000000000017 0.27287000000000006 -0.073309999999999986 0.08764000000000001 -0.41396999999999995 0.085790000000000019 0.035560000000000008 0.084680000000000019 -0.035774999999999994 0.097070000000000004 -0.10217499999999997 -0.010834999999999999 -0.13309499999999996 -0.068944999999999992 0.096540000000000015 0.075040000000000009 0.11156000000000001 -0.56020999999999987 0.0061450000000000003 -1.0000000180025095e-35 0.122715 0.0036000000000000003 -0.15078499999999997 -0.084274999999999989 -0.095084999999999989 -0.0091799999999999989 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 5 10 -4 7 -3 -9 11 -2 -7 18 -14 16 -6 17 -13 19 25 -17 22 -22 -24 -5 -1 -27 28 -28 -29
right_child=1 6 3 24 15 9 -8 8 -10 -11 -12 14 13 -15 -16 20 -18 -19 -20 -21 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=0.01569335296210882 0.010406622147548276 0.0072883229810233596 0.0025669055655598641 0.011672175868374152 0.0094226094577607011 0.0036215521239986027 0.0087092606325833398 -0.0077815253997132895 0.0041553507552533923 0.014848402855188951 0.0062289059454164776 0.012492639250282584 0.0065434831404397919 0.011079285337186152 0.011560394794153247 0.0099830392393327888 0.0029082102193073792 0.0065457509117240603 0.017127250345504802 0.0078792328124537188 0.00096539742397991086 -0.00053552104786614937 0.010577215296881541 0.0041994838742539292 0.0066086977409819773 0.0061072625615634021 0.020588423712179067 0.012176682012327786 0.012025998531441604 0.0090247362398375303
leaf_weight=38 173 27 25 336 48 27 28 21 36 23 59 29 43 408 76 21 22 47 23 34 22 21 35 63 21 20 20 1262 35 78
leaf_count=38 173 27 25 336 48 27 28 21 36 23 59 29 43 408 76 21 22 47 23 34 22 21 35 63 21 20 20 1262 35 78
internal_value=0 0.00704218 0.0113994 0.0101924 0.00786096 0.00849789 0.00381093 0.00217816 -0.000242446 0.00915983 0.00934419 0.0085089 0.0117724 0.0106468 0.00926728 0.00622234 0.00748895 0.00881496 0.0121085 0.0120309 0.00527412 0.00457279 0.00546674 0.00647725 0.0113743 0.0121281 0.0120323 0.0121173 0.0151396 0.0119932
internal_weight=0 554 2567 606 442 249 112 84 57 224 232 201 1961 451 174 210 98 76 1510 1487 162 141 120 98 357 1453 1415 1395 55 1340
internal_count=3121 554 2567 606 442 249 112 84 57 224 232 201 1961 451 174 210 98 76 1510 1487 162 141 120 98 357 1453 1415 1395 55 1340
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 14 1 49 4 11 1 1 457 1 1 1 12 11 4 47 51 16 1 4 3
split_gain=37.912 6.37703 3.22698 2.84814 2.0855 1.89115 1.6292 1.23342 1.18775 1.02578 0.680312 0.66883 0.530001 0.506884 0.476562 0.395352 0.389774 0.789584 0.325679 0.308664 0.29223 0.284065 0.261578 0.253081 0.251976 0.229621 0.215083 0.204726 0.20216 0.201617
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089885000000000007 0.062655000000000016 0.09253500000000002 -0.054984999999999992 -0.15464999999999998 1.0000000180025095e-35 0.090540000000000023 0.088975000000000012 0.048635000000000005 0.13265500000000002 0.13075500000000004 0.16175000000000003 0.095780000000000018 0.082485000000000017 0.061775000000000004 0.090280000000000013 -0.092264999999999986 0.11346000000000002 0.098420000000000021 0.015030000000000002 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 -3 23 10 15 -4 -2 -10 16 -1 21 27 -15 -5 -6 29 -16 -9 -14 -24 -7 -18 -23 -11
right_child=1 4 11 19 20 26 -8 8 13 14 -12 -13 24 18 22 -17 17 -19 -20 -21 -22 28 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012447862099305091 0.00081269407528948795 0.00039890974349558381 0.0010481354021042964 0.00070639757877763584 0.00032119717907763142 0.0006855018355435556 0.00069127051019736755 0.001073710126238609 0.00088470432103848924 0.0010371110903694279 0.0014439622046108378 0.00070689235206077754 0.0012306571916687761 0.0005930354352977487 0.0014616020637400011 0.0011576310371985289 0.0010049085625830818 0.0006793411125113316 0.00036541235477659169 0.00044329110654740551 6.1301909644508008e-05 0.0011348557348387729 0.0013685151910275415 0.00080224650615683699 0.0010515479554723366 0.0011180171057702209 0.00094892601092443963 0.0012821023648971715 0.0010201348086962888 0.0011943134069587035
leaf_weight=1092 23 96 34 60 80 26 24 23 20 34 59 63 58 145 25 245 20 21 29 24 21 218 24 31 63 34 22 21 81 405
leaf_count=1092 23 96 34 60 80 26 24 23 20 34 59 63 58 145 25 245 20 21 29 24 21 218 24 31 63 34 22 21 81 405
internal_value=0 0.000651508 0.00117698 0.00091816 0.000514887 0.00119144 0.00119947 0.000587621 0.00066067 0.00120482 0.00123791 0.000826503 0.00108554 0.000589078 0.00115252 0.00122882 0.00113785 0.000988524 0.000555098 0.000631224 0.00026716 0.00115039 0.00129394 0.00091787 0.0011374 0.00122167 0.000806238 0.00114689 0.00110378 0.00118214
internal_weight=0 673 2448 228 445 2351 2303 344 248 2279 1396 97 144 194 883 1337 800 62 174 84 101 738 83 54 121 58 48 41 299 439
internal_count=3121 673 2448 228 445 2351 2303 344 248 2279 1396 97 144 194 883 1337 800 62 174 84 101 738 83 54 121 58 48 41 299 439
is_linear=0
shrinkage=0.00196078


Tree=6144
num_leaves=31
num_cat=0
split_feature=1 3 4 2 457 9 12 0 2 52 0 1 16 4 13 13 15 50 52 52 1 402 133 403 42 13 402 42 4 13
split_gain=0.861985 0.145294 0.113582 0.102901 0.088553 0.0771006 0.0780047 0.12021 0.0754202 0.0718043 0.178663 0.0759619 0.0811995 0.0782746 0.0665011 0.0653091 0.0649538 0.0622859 0.060639 0.112538 0.0568202 0.0557757 0.0582067 0.0569159 0.0584419 0.0557864 0.0710062 0.0920705 0.074056 0.0587967
threshold=0.10920500000000001 -0.049509999999999992 0.042705000000000007 0.31358000000000003 0.31508000000000008 -1.0000000180025095e-35 -0.086254999999999984 -0.077639999999999987 0.11411 1.0000000180025095e-35 -0.066689999999999985 0.083345000000000016 -0.046599999999999996 0.26450500000000005 -0.16152999999999998 -0.096404999999999991 -1.0000000180025095e-35 -0.23452499999999996 -0.23798499999999997 -0.16675999999999999 0.094465000000000007 0.089785000000000018 0.11269500000000002 -0.069009999999999988 0.085730000000000015 -0.091904999999999987 0.083170000000000008 -0.042239999999999993 -0.51843499999999987 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 18 5 -1 7 20 -2 11 -11 16 13 -13 -8 -16 -4 -17 -3 -20 -7 25 23 24 -23 -19 28 -28 -27 -30
right_child=1 3 9 -5 -6 6 14 -9 -10 10 -12 12 -14 -15 15 17 -18 21 19 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0055623572827740156 0.010758824806328414 0.011263369857555345 0.0090061019023121216 -0.00085157389428628522 0.0049266303534663859 0.015101005770266058 0.0074223454563400225 0.0021047021812674676 0.0065977081676788819 0.012823405835636854 0.0026145842205733062 0.012014447388549647 0.00095172122653041562 0.0057038266015680215 0.014318442672675291 0.017128742975182833 0.014359238557517529 0.007598139291318755 -0.0013620844455934796 0.006203844686080936 0.0080686099206407867 0.01322362878404203 0.0083970765056817429 0.01271954471173768 0.020684120360584486 0.01622688667143159 0.011215768537173669 0.0024564636615104977 0.011696441833688483 0.0099982698806888957
leaf_weight=22 108 21 119 23 21 20 37 22 73 120 20 30 21 57 91 20 28 39 21 308 27 21 23 130 21 33 30 20 1355 240
leaf_count=22 108 21 119 23 21 20 37 22 73 120 20 30 21 57 91 20 28 39 21 308 27 21 23 130 21 33 30 20 1355 240
internal_value=0 0.0067558 0.0111052 0.00562768 0.0113889 0.011452 0.0115128 0.00820545 0.00908058 0.00954537 0.011365 0.00854636 0.00653276 0.0078799 0.0116236 0.0117004 0.0100257 0.0115771 0.00605346 0.00572091 0.0110611 0.011519 0.0131217 0.0137535 0.0169539 0.011337 0.0114239 0.00771205 0.0115379 0.0114409
internal_weight=0 554 2567 373 2172 2151 2129 69 181 395 140 255 108 87 2060 2023 147 1932 350 329 47 1912 195 172 42 1717 1678 50 1628 1595
internal_count=3121 554 2567 373 2172 2151 2129 69 181 395 140 255 108 87 2060 2023 147 1932 350 329 47 1912 195 172 42 1717 1678 50 1628 1595
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 14 1 2 4 457 1 3 4 159 151 3 0 52 4 3 0 49 47 0 1 0
split_gain=30.5265 4.93588 3.26705 2.59645 1.78231 1.53669 1.00933 0.919576 0.710271 0.710089 0.698471 0.596977 0.473576 0.396637 0.367939 0.481685 0.351857 0.265696 0.320756 0.287078 0.257032 0.247205 0.261211 0.209164 0.179956 0.17796 0.173519 0.169161 0.163453 0.268582
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.062655000000000016 0.092845000000000025 0.14960000000000004 0.40945500000000007 0.10021000000000001 0.085345000000000018 -0.11171999999999999 0.04735000000000001 0.030370000000000005 -0.086769999999999986 -0.14186499999999996 -0.15931499999999996 1.0000000180025095e-35 0.24564500000000003 -0.016324999999999996 -0.14723999999999998 -0.053364999999999996 0.090100000000000013 -0.030209999999999997 0.085110000000000005 -0.070889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 7 11 9 -6 14 -5 12 -4 16 24 -16 17 18 -9 -20 -17 22 -18 -14 -1 -12 -3 -21 29 -19
right_child=1 2 6 10 8 -7 -8 13 -10 -11 25 -13 23 -15 15 20 21 28 19 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010926291025152393 0.00086033638691217381 0.00032687592837864302 0.00034244007147921649 0.00074039972404528367 0.00077018983141554883 0.00050863437369782355 0.00045869249515393355 0.00061045057691779794 0.00041034714836213321 0.001105000364419906 0.00050114218209228666 -2.8833599871100309e-05 0.00023086824219685717 0.00054110200217395428 0.00054286993770659257 0.00065210308730348195 0.00073530419675568693 0.00098509465405269411 0.00095207292002205755 0.00083236215139361131 0.00086497106169021692 0.00082936787067161403 0.00049555643899044509 5.1103259825558084e-05 0.00090448784042747538 0.00028745086373732333 0.00048085237289897861 0.00070966403608764301 0.0010862759591571713 0.00071240896437348438
leaf_weight=20 71 191 48 37 71 48 37 25 30 59 31 79 37 20 20 23 104 41 73 432 421 91 21 76 861 29 33 48 23 21
leaf_count=20 71 191 48 37 71 48 37 25 30 59 31 79 37 20 20 23 104 41 73 432 421 91 21 76 861 29 33 48 23 21
internal_value=0 0.000371376 0.000313708 0.000842898 0.000447063 0.000855869 0.000157245 0.000863106 0.000663306 0.000894459 0.000528518 0.000110772 0.000179274 0.000814142 0.000885223 0.000840536 0.000820354 0.000842746 0.000827694 0.000837515 0.000853944 0.000751624 0.000695027 0.000109964 0.000908759 0.000397858 0.00034956 0.000820092 0.000945104 0.000892733
internal_weight=0 673 602 2448 325 2351 277 2303 101 1404 97 240 161 899 1345 464 879 663 578 553 444 216 125 113 881 60 224 480 85 62
internal_count=3121 673 602 2448 325 2351 277 2303 101 1404 97 240 161 899 1345 464 879 663 578 553 444 216 125 113 881 60 224 480 85 62
is_linear=0
shrinkage=0.00196078


Tree=6146
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 1 2 14 4 16 2 2 4 16 49 47 0 2 475 52 13 12 3 3 15
split_gain=29.8618 4.8532 2.882 2.23674 1.7325 1.42198 0.94989 0.839825 0.816378 0.762077 0.719179 0.691544 0.57496 0.485503 0.451721 0.434725 0.297752 0.259851 0.262809 0.297015 0.236429 0.221693 0.220638 0.241943 0.22153 0.220235 0.205178 0.200861 0.233392 0.184042
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.09580000000000001 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.089625000000000024 0.14753000000000002 0.062655000000000016 0.27834500000000006 -0.52595999999999987 0.08647500000000001 -0.0091949999999999983 -0.013125 -0.45661999999999997 -0.008624999999999999 0.090100000000000013 0.14486500000000005 0.087625000000000022 -0.088274999999999978 0.25317500000000004 -1.0000000180025095e-35 0.09474500000000001 0.0022600000000000003 0.20828500000000003 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 11 14 -5 -6 12 13 22 -4 -7 16 -12 21 -19 -20 27 26 23 -1 -25 -15 -16 -3 -29 -13
right_child=1 2 6 8 9 7 -8 -9 -10 -11 15 29 -14 25 17 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00094551136069756774 0.0010847146028112847 0.00049718289299547172 0.00062589364801990052 0.0010304114273228312 0.0010012516629972434 0.00074440657494226207 0.00071106196704482803 0.00073559709046515246 0.00065340262904665827 0.00062851662485817667 0.00083919848297156539 0.00033953058296259876 0.0013091925020311394 0.00032602741838591256 0.001158403147987209 0.00077859950419271887 0.0010717405877061672 0.001150269393896149 0.00074322177749388033 0.00098909074856332805 0.00073446284357593368 0.00092082161510541121 0.0010979839637616567 0.0011603685077448936 0.00097957013868818087 0.00052902057923149312 0.0010468861748370289 0.00070960833499496691 0.00050168536123441378 0.00015250925214566063
leaf_weight=22 74 105 40 34 71 21 34 41 63 30 23 32 70 86 114 24 266 34 21 188 33 31 581 745 27 27 143 51 35 55
leaf_count=22 74 105 40 34 71 21 34 41 63 30 23 32 70 86 114 24 266 34 21 188 33 31 581 745 27 27 143 51 35 55
internal_value=0 0.000610981 0.000552457 0.00107734 0.000677338 0.00108938 0.000404331 0.00100635 0.00078555 0.000890538 0.00111739 0.000360878 0.00113585 0.000440246 0.00102646 0.00103218 0.00105323 0.00103762 0.000990395 0.000964386 0.000581208 0.00107746 0.00112702 0.00114827 0.00115405 0.00037453 0.00109635 0.000554729 0.000624989 0.000221299
internal_weight=0 673 599 2448 325 2351 274 593 97 101 1758 240 1445 153 552 313 289 531 243 209 224 288 1375 794 772 113 257 191 86 87
internal_count=3121 673 599 2448 325 2351 274 593 97 101 1758 240 1445 153 552 313 289 531 243 209 224 288 1375 794 772 113 257 191 86 87
is_linear=0
shrinkage=0.00196078


Tree=6147
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 14 2 0 34 49 1 3 4 475 31 15 47 0 15 3 156 1 131 2 3
split_gain=28.8566 4.85436 2.79719 2.21663 1.88069 1.3803 0.880389 0.877665 0.705449 0.66453 0.662842 0.598103 0.488938 0.482877 0.442147 0.420465 0.703767 0.317129 0.292654 0.255012 0.248573 0.2415 0.222019 0.196849 0.271404 0.25237 0.411061 0.186471 0.284368 0.184249
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 -0.22491999999999998 -1.0000000180025095e-35 -0.009244999999999998 0.085760000000000017 -0.11171999999999999 0.27834500000000006 -0.08230999999999998 -0.077289999999999984 -0.43375999999999998 0.090100000000000013 -0.15931499999999996 0.040760000000000005 -0.13927999999999999 1.0000000180025095e-35 0.089875000000000024 0.082750000000000004 0.31358000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 11 12 -5 -6 15 13 14 19 -7 -1 -17 -15 -14 -4 -19 29 -18 25 -25 26 -20 28 -13 -3
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 27 18 17 -16 16 22 20 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011441565830347257 0.0011039954239543187 0.00049799239587541128 0.00043906691598700966 0.0010146757688764333 0.0010100069511614924 0.00062762929820546921 0.00069865931751365439 0.00077333695466745805 0.0006642154312712583 0.00066967587872390072 0.0013319546556742178 0.00028258037726166103 0.001168387926676694 0.00069368026275233379 0.0010349912988065447 0.0007111113538563836 0.00088568524841000046 0.00059766311417607703 0.0010167829554472842 0.00014378236191274198 0.00035022668054704437 0.00074127867050907193 0.001097266306795526 0.0013060661945857254 0.0010688299080536692 0.0011175814885229919 0.00076219278245849662 0.00042603298820847389 1.2033424413233412e-05 0.00062017307018516596
leaf_weight=896 71 98 22 34 71 20 37 48 63 32 59 59 80 32 21 20 20 27 392 23 37 32 409 20 254 86 26 20 20 92
leaf_count=896 71 98 22 34 71 20 37 48 63 32 59 59 80 32 21 20 20 27 392 23 37 32 409 20 254 86 26 20 20 92
internal_value=0 0.00061909 0.0005619 0.00107753 0.000685293 0.00108952 0.000417125 0.00103167 0.000787057 0.000904273 0.00112854 0.000373721 0.00104546 0.000455741 0.000836278 0.00111961 0.00107064 0.000534303 0.00105546 0.000288144 0.000454614 0.000583694 0.0010874 0.00104385 0.00108615 0.00102085 0.00100095 0.000256905 0.000214087 0.000557154
internal_weight=0 673 602 2448 325 2351 277 947 97 103 1404 240 899 141 41 1345 449 96 858 45 64 222 429 778 274 504 418 99 79 190
internal_count=3121 673 602 2448 325 2351 277 947 97 103 1404 240 899 141 41 1345 449 96 858 45 64 222 429 778 274 504 418 99 79 190
is_linear=0
shrinkage=0.00196078


Tree=6148
num_leaves=31
num_cat=0
split_feature=1 3 3 1375 2 4 2 160 49 15 12 456 157 0 47 1 3 42 52 52 4 133 15 34 2 48 16 0 15 47
split_gain=1.14222 0.174123 0.142696 0.111442 0.102659 0.092685 0.0914297 0.0864238 0.101959 0.0861593 0.119968 0.0856319 0.0767957 0.0668624 0.0702528 0.0630343 0.0833322 0.0579278 0.0579034 0.103234 0.0628835 0.0575722 0.0571496 0.0605418 0.0646385 0.0568193 0.0618516 0.0928806 0.0532617 0.0532003
threshold=0.10920500000000001 -0.049509999999999992 -0.072624999999999981 -0.07273499999999998 0.31358000000000003 0.24564500000000003 0.11411 -0.082869999999999985 0.13087000000000001 -0.15914499999999995 1.0000000180025095e-35 0.060100000000000008 -0.080299999999999996 -0.036484999999999997 0.090280000000000013 0.10060500000000001 -0.069009999999999974 -0.035074999999999988 -0.23798499999999997 -0.16675999999999999 -0.033174999999999989 0.10051500000000001 -0.045854999999999993 -0.038779999999999995 0.10981000000000002 0.096390000000000017 -0.018494999999999998 -0.10224499999999999 -0.41942499999999994 0.085270000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 18 9 13 17 11 -1 -11 12 -9 14 -2 16 -14 -5 -3 -20 -21 22 23 -22 -25 26 29 -28 -8 -18
right_child=1 4 3 7 -6 -7 28 8 -10 10 -12 -13 15 -15 -16 -17 25 -19 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.017201025015674533 0.016577468202599595 0.011310644979987827 0.0043563606911517965 0.0082094792427960788 -0.00067730114198006372 0.0088511006262920362 0.0100744268798735 0.004938703527053198 0.0040518720653684196 0.0062378591547409693 0.012615081050223638 0.016975482748377891 0.0070361864212780999 0.007003350578732072 0.010541141052575162 0.0084022114281025202 0.010220989922968191 0.014012366019537656 -0.00088925260906329469 0.010284778506158748 0.003038763167227016 0.00080757883510419303 0.00274009973076411 0.011073040754889095 0.0065849500749583754 0.0068053124193102124 0.020067044028214048 0.012751517097582111 0.004584405291284066 0.015339301177300514
leaf_weight=40 31 21 26 20 23 68 30 24 24 30 1765 21 39 26 51 90 132 123 21 36 34 21 39 42 136 20 21 100 43 24
leaf_count=40 31 21 26 20 23 68 30 24 24 30 1765 21 39 26 51 90 132 123 21 36 34 21 39 42 136 20 21 100 43 24
internal_value=0 0.0070293 0.012036 0.0107738 0.00579433 0.0124764 0.0095743 0.0110354 0.0104098 0.0126108 0.0125085 0.0107338 0.0104425 0.0114221 0.0128232 0.0107526 0.0113821 0.0132008 0.00621961 0.00589465 0.00635719 0.00583736 0.00625818 0.00690537 0.00764394 0.0119528 0.0123245 0.0140212 0.00684058 0.0110084
internal_weight=0 554 2567 664 373 1903 181 638 495 1835 1795 471 450 108 82 426 336 143 350 329 308 272 251 212 178 297 277 121 73 156
internal_count=3121 554 2567 664 373 1903 181 638 495 1835 1795 471 450 108 82 426 336 143 350 329 308 272 251 212 178 297 277 121 73 156
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 2 4 1 2 3 457 3 4 47 2 12 15 0 16 131 1 3 1 0 12
split_gain=28.3362 4.75815 3.00247 2.1848 1.67337 1.36194 0.84049 0.767175 0.707139 0.70173 0.697191 0.630896 0.489069 0.630938 0.405371 0.394933 0.301516 0.263945 0.26346 0.242945 0.227955 0.236022 0.298087 0.228507 0.223625 0.217419 0.214328 0.213069 0.280137 0.233226
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.14960000000000004 0.092845000000000025 0.10672500000000001 0.40945500000000007 0.089625000000000024 0.090425000000000019 0.30112000000000005 0.080930000000000016 0.12745000000000004 0.042705000000000007 0.090100000000000013 -0.0091949999999999983 0.087695000000000009 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 0.091440000000000007 0.11588000000000001 -0.016324999999999996 0.082005000000000008 -0.030209999999999997 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 18 6 12 11 15 -5 25 14 20 19 16 17 -4 27 -3 -14 21 -1 23 -23 -2 -6 -13 28 29 -7
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 26 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012181172336357229 0.0010383217217442603 0.00045187493437730698 0.00043036914250482695 0.00088193475366996966 0.00098562514125671505 0.0011090925365102057 0.00119562756358593 8.5094933176227855e-05 0.00056186917983838333 0.00053859496232939368 0.00051704401024546239 0.00038000794956186677 0.0007462829295847524 0.00060274581941367083 0.00024401507844215461 0.00064968271241858111 0.00069653075940913085 0.00084055105337821573 0.0006391375843379667 0.00095609146496487623 0.0009734201537462086 0.001035233005843199 0.0010274920719889774 0.00078503135043908568 0.00079560818041072168 0.00076937533768953062 0.00020808550518116049 0.0010370630451611109 0.00075728900821422484 0.00091373157031331815
leaf_weight=23 54 192 36 37 39 28 76 54 26 60 27 40 23 23 22 24 30 146 34 274 670 23 726 36 20 33 92 70 37 146
leaf_count=23 54 192 36 37 39 28 76 54 26 60 27 40 23 23 22 24 30 146 34 274 670 23 726 36 20 33 92 70 37 146
internal_value=0 0.000503652 0.000445704 0.000957943 0.000573168 0.000969842 0.000993652 0.000294514 0.0008763 0.00066956 0.000785747 0.000345917 0.000985114 0.000915615 0.000474518 0.000894426 0.000551352 0.000908183 0.000480047 0.000939844 0.00100016 0.00102234 0.0010166 0.000882568 0.000972723 0.000886511 0.000260183 0.000943322 0.000912223 0.000945169
internal_weight=0 673 599 2448 325 2351 1874 274 477 97 99 220 1798 320 88 451 66 427 226 297 1478 808 785 59 74 72 132 281 211 174
internal_count=3121 673 599 2448 325 2351 1874 274 477 97 99 220 1798 320 88 451 66 427 226 297 1478 808 785 59 74 72 132 281 211 174
is_linear=0
shrinkage=0.00196078


Tree=6150
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 47 1 1 147 4 1 2 16 12 4 131 1 3 1 51 13 4 484 12 15 16
split_gain=27.1692 4.33074 2.69856 2.3377 1.96628 1.32403 0.966186 0.955623 0.830317 0.727751 0.653735 0.582568 0.765851 0.528138 0.487098 0.332606 0.232535 0.231507 0.217838 0.215256 0.209197 0.273503 0.197774 0.223841 0.19467 0.179551 0.170495 0.166011 0.161513 0.156327
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.13082500000000002 0.092845000000000025 0.085760000000000017 0.08598500000000002 -0.013125 0.093100000000000002 0.14753000000000002 -0.45661999999999997 0.08401500000000002 0.063160000000000008 0.091440000000000007 0.075045000000000014 -0.097174999999999984 0.11669000000000002 -0.085989999999999997 -0.016469999999999995 0.0082450000000000006 0.056480000000000009 0.087695000000000009 -0.042209999999999991 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 22 6 11 -6 13 15 -5 27 17 20 16 24 -15 -13 -10 -2 21 -7 23 -3 -4 -19 -18 -1 -24 -29
right_child=1 2 9 10 7 8 -8 -9 18 -11 -12 12 -14 14 -16 -17 26 25 -20 -21 -22 -23 28 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011205386523244908 0.001115140855074275 0.00040485806898826976 0.00032246009456932459 0.00095479152425452388 0.00096819437666124041 0.00086441291647464959 0.0013134520386113506 0.00058858335831522878 0.00056535839011856155 0.00069109445965704426 0.00062340102858500534 0.00093545564413029518 0.00067855719616940991 0.0011082884892559101 0.00072204327257741399 0.00021801262407045288 0.00091728702641043962 0.0010697485575411505 0.00085129102850271983 0.00087701255492135587 0.0011332087367894796 0.0010553459885843286 0.0005249539074114165 0.00062127258119652729 0.00050992635223743817 0.00090652013442763424 0.0010781327805487939 0.0010888307578958189 0.00034237530079288351 0.00099382855092422875
leaf_weight=705 54 21 57 37 82 35 70 37 20 22 60 71 24 39 35 78 163 347 21 20 96 164 98 147 34 28 30 424 23 79
leaf_count=705 54 21 57 37 82 35 70 37 20 22 60 71 24 39 35 78 163 347 21 20 96 164 98 147 34 28 30 424 23 79
internal_value=0 0.000603274 0.000547989 0.00104811 0.000638036 0.00106042 0.00108775 0.000850164 0.000981194 0.000355638 0.000749808 0.00107833 0.00101976 0.00100085 0.000937665 0.000311969 0.000970194 0.00103812 0.000711812 0.00105078 0.00105803 0.00102176 0.000550689 0.000594221 0.000392502 0.00105756 0.000942289 0.00110112 0.000490249 0.00107391
internal_weight=0 673 599 2448 408 2351 1748 119 603 191 97 1678 470 562 267 169 232 446 41 74 295 199 289 168 91 375 193 1208 121 503
internal_count=3121 673 599 2448 408 2351 1748 119 603 191 97 1678 470 562 267 169 232 446 41 74 295 199 289 168 91 375 193 1208 121 503
is_linear=0
shrinkage=0.00196078


Tree=6151
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 2 4 4 1 2 16 4 1 1 4 50 43 40 15 15 3 52 157 12 2 3 47 43
split_gain=33.1054 5.2852 3.26447 2.76682 1.63827 1.20333 1.08436 1.0624 1.11267 0.95805 0.810838 0.765073 0.424919 0.370959 0.437981 0.358387 0.354599 0.3376 0.284247 0.27176 0.357117 0.267439 0.303714 0.259439 0.208466 0.201799 0.201317 0.197445 0.195357 0.209438
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.092845000000000025 0.089885000000000007 0.10246000000000001 -0.013514999999999998 0.083345000000000016 0.091450000000000017 -0.0070899999999999991 0.086295000000000011 0.066275000000000014 -0.0061149999999999998 -0.037864999999999989 -0.41396999999999995 -0.0025099999999999996 -0.16675999999999999 -0.0066899999999999989 0.09320500000000001 -1.0000000180025095e-35 -0.017889999999999996 0.078345000000000012 -0.086909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 5 6 11 8 19 16 -5 15 28 18 -15 -1 -4 21 24 -3 -21 -9 -23 -8 -13 -20 -17 -10 29 -2
right_child=1 7 9 10 -6 -7 23 17 27 -11 -12 13 -14 14 -16 26 -18 -19 25 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011954524646517653 0.00040996390265298708 0.00054510249182874082 0.0011880023068734449 0.0010389956777444515 0.00079009893526828365 0.00071934054976974433 0.0011827057846776191 0.00036345868216440747 0.00052718850109194327 0.00071246194351902783 0.00066992786682509137 0.0012568739668626656 0.00091924519332892748 0.0010835420527153859 0.00086199452579636569 0.00092010481392636016 0.00097625621818603673 0.00051219129938849734 0.00086886002347360256 0.00093952950954114857 0.00061618279014391444 0.00033614416634116103 2.622299543113591e-05 0.0014380847594137466 0.001142566272880267 0.0010972417235053625 0.0011269226393463441 0.00033996605284605802 0.00075608292055308758 0.0006187043606552886
leaf_weight=1127 21 25 68 37 48 24 20 39 32 32 60 76 20 353 38 20 55 22 21 29 24 20 31 65 318 51 190 67 34 154
leaf_count=1127 21 25 68 37 48 24 20 39 32 32 60 76 20 353 38 20 55 22 21 29 24 20 31 65 318 51 190 67 34 154
internal_value=0 0.000644201 0.000794944 0.00113524 0.00114863 0.0011561 0.0011607 0.000443906 0.000538475 0.00101469 0.000810706 0.00115228 0.000646207 0.00110655 0.00106201 0.00118159 0.00109332 0.000294454 0.00114391 0.000713619 0.000793108 0.00024123 0.000147761 0.001378 0.00116462 0.00103063 0.00110723 0.000400482 0.000620079 0.000593656
internal_weight=0 673 384 2448 2351 2303 2279 289 177 155 97 2194 229 857 391 1337 123 112 466 78 53 90 51 85 394 72 210 99 209 175
internal_count=3121 673 384 2448 2351 2303 2279 289 177 155 97 2194 229 857 391 1337 123 112 466 78 53 90 51 85 394 72 210 99 209 175
is_linear=0
shrinkage=0.00196078


Tree=6152
num_leaves=31
num_cat=0
split_feature=1 1 1 12 12 15 2 4 2 4 0 156 2 15 47 3 3 1 0 1210 0 42 3 16 42 1453 3 12 52 42
split_gain=1.40763 0.210913 0.17304 0.162425 0.141216 0.140933 0.121178 0.108852 0.0847278 0.078921 0.0857906 0.074884 0.0745991 0.112835 0.0701699 0.0696104 0.133436 0.0784495 0.0636302 0.0598635 0.0556727 0.10114 0.246024 0.091546 0.104515 0.0802823 0.0737936 0.0726806 0.0620027 0.0590326
threshold=0.10920500000000001 0.13559000000000002 0.090540000000000023 0.085055000000000006 0.085885000000000017 0.035560000000000008 0.13501500000000002 -0.036839999999999991 0.089005000000000015 -0.17966999999999997 -0.067094999999999988 0.096630000000000008 0.09358000000000001 -0.020484999999999996 0.13827000000000003 -0.14186499999999996 -0.12018999999999998 0.087325000000000014 -0.026509999999999995 -0.15347999999999998 -0.085669999999999982 0.083995000000000014 -0.086869999999999989 -0.077879999999999991 -0.0090649999999999984 -0.085794999999999982 0.086245000000000016 0.085495000000000015 -0.023194999999999997 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 5 9 8 -5 19 -4 12 -2 -11 -14 -3 -10 -17 -18 -8 -1 25 23 -23 24 -22 -21 -27 28 -25 -24
right_child=1 14 4 7 -6 -7 18 -9 15 10 -12 -13 13 -15 -16 16 17 -19 -20 20 21 22 29 27 -26 26 -28 -29 -30 -31
leaf_value=0.019262282355603847 0.006497443869976873 0.0039251460728861902 0.014552647922010649 0.017094937166465179 0.012773207225023753 0.016812141487995782 0.012375089894472198 0.010084611373812946 0.016444510386838595 0.012135574486071492 0.0035380477359627975 0.011770868610455504 0.00911407374484508 0.00077513888012617829 0.010066736258921169 0.00469604471609706 0.012931132903939666 0.0068778760858218789 0.0050678327787094394 0.020733806987603506 0.013927944387624784 0.002124490243382752 0.014755297889813591 0.018132045994011258 0.0069094495330015594 0.014677048763522849 0.0088893165978294313 0.019967016205191614 0.011557624314446003 0.010864724594930174
leaf_weight=22 205 163 21 28 315 24 22 106 49 53 34 31 86 20 21 21 798 22 26 21 183 25 78 26 24 522 23 42 32 78
leaf_count=22 205 163 21 28 315 24 22 106 49 53 34 31 86 20 21 21 798 22 26 21 183 25 78 26 24 522 23 42 32 78
internal_value=0 0.00739296 0.012951 0.00876892 0.0113842 0.00954575 0.0133812 0.0115495 0.0135024 0.00873083 0.00809737 0.00719014 0.00907232 0.00754069 0.00462609 0.0127806 0.0125672 0.0127687 0.00841699 0.0140995 0.0139917 0.013209 0.0113341 0.0143144 0.0131142 0.0146666 0.0144328 0.0167989 0.0145048 0.01281
internal_weight=0 554 2567 370 553 238 2014 134 1966 214 193 236 159 106 184 890 841 820 48 1076 1054 488 181 307 207 566 545 100 58 156
internal_count=3121 554 2567 370 553 238 2014 134 1966 214 193 236 159 106 184 890 841 820 48 1076 1054 488 181 307 207 566 545 100 58 156
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=31
num_cat=0
split_feature=1 4 1 150 457 12 2 0 14 2 4 2 4 51 0 11 43 49 124 39 0 15 0 48 4 0 3 16 1 3
split_gain=1.14018 0.179577 0.141563 0.122216 0.109548 0.113647 0.0980793 0.148891 0.10164 0.0885771 0.0841838 0.0768541 0.0754185 0.0892525 0.0821236 0.0684177 0.0657128 0.0796983 0.0639891 0.0702536 0.0633955 0.125163 0.0857494 0.0697387 0.09441 0.125826 0.102522 0.0753906 0.0682537 0.0617376
threshold=0.10920500000000001 0.27287000000000006 0.094385000000000011 0.084680000000000019 0.080930000000000016 -1.0000000180025095e-35 0.11362000000000001 -0.0058249999999999994 0.062655000000000016 0.25063000000000007 0.053180000000000012 0.14285500000000004 0.033845000000000007 -0.031924999999999995 -0.11991499999999998 0.082485000000000017 -0.052894999999999991 0.10877000000000002 -0.087239999999999984 0.087015000000000009 -0.11173999999999999 -0.008624999999999999 -0.099059999999999995 0.090720000000000009 -0.17966999999999997 -0.062764999999999974 -0.13927999999999999 0.25084500000000004 0.085605000000000014 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 5 18 8 16 12 29 -7 -2 15 -14 -15 20 17 -8 -4 -20 21 28 -22 24 26 -26 -24 -25 -1 -3
right_child=1 9 4 -5 -6 10 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.016367965759265992 0.010578584973734585 0.0085396692384965729 0.011306196397968702 0.0051970684014987657 0.0064364268721358205 0.012666434453727336 0.016161516349057894 0.0017554601166574731 0.015587780309324884 -0.00096376462994764243 0.0084046897913527784 0.0048353025362033539 0.0048489955495353105 0.014556748775794404 0.0097265763468550939 0.0064157165214419366 0.0087600592014855216 0.009225652956714233 0.00029855981934815649 0.0086802992224693301 0.017634273709864506 0.002665945366024971 0.021807582977981795 0.011274029967188836 0.012482657533090222 0.0062317610210315746 0.013799993219132077 0.0052584276110865177 0.0088821438305754351 0.004612959542315203
leaf_weight=21 170 50 21 82 74 193 37 21 83 24 61 27 27 48 132 20 76 30 20 20 31 20 21 125 1332 33 67 25 29 201
leaf_count=21 170 50 21 82 74 193 37 21 83 24 61 27 27 48 132 20 76 30 20 20 31 20 21 125 1332 33 67 25 29 201
internal_value=0 0.00665366 0.0116559 0.00844112 0.00989874 0.0107121 0.0119698 0.00961814 0.0121613 0.00484021 0.0116429 0.00979143 0.012014 0.0102104 0.0110146 0.0122305 0.0107728 0.0130559 0.00683619 0.00448943 0.0122988 0.00935183 0.012425 0.0123243 0.0125362 0.0123315 0.0157109 0.0102714 0.0120262 0.00539517
internal_weight=0 554 2567 279 389 315 2178 164 2014 275 254 197 1931 207 180 1724 143 67 61 40 1704 70 1634 1603 1453 1365 88 150 50 251
internal_count=3121 554 2567 279 389 315 2178 164 2014 275 254 197 1931 207 180 1724 143 67 61 40 1704 70 1634 1603 1453 1365 88 150 50 251
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 47 2 1 2 4 457 14 4 4 0 16 0 4 4 12 3 50 12 47 43 0 0 15 14
split_gain=31.0739 4.85726 3.37357 2.46161 1.73471 1.55422 1.06947 1.05963 0.847478 0.698041 0.624881 0.623319 0.69482 0.598401 0.490509 0.489423 0.467062 0.364149 0.536845 0.31529 0.357906 0.252198 0.24391 0.241899 0.240568 0.215048 0.206549 0.200291 0.196728 0.195307
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13082500000000002 0.13913500000000004 0.092845000000000025 0.14753000000000002 0.40124500000000002 0.29113500000000009 0.062655000000000016 0.40473500000000007 0.27834500000000006 -0.076579999999999995 -0.43320999999999993 -0.11173999999999999 -0.0016099999999999997 -0.49013999999999996 0.08401500000000002 -0.010424999999999999 0.083640000000000006 0.087765000000000024 0.090100000000000013 -0.018859999999999998 -0.16360999999999995 -0.13027499999999997 0.095175000000000023 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 9 11 -5 14 16 12 15 -6 -4 17 27 18 26 22 -21 -16 25 -19 29 -17 -1 -7 -14 -3
right_child=1 2 6 8 13 10 -8 -9 -10 -11 -12 -13 28 -15 21 19 -18 23 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097606744607696134 0.0010693548265972906 0.00069029505101281729 0.00059684870740645294 0.0009984368030978815 0.00098263173266623896 0.0012409628230650553 0.00070207868256920902 0.00065488172658518249 0.00062112230874500633 0.00019027273197307198 0.0006600732280343187 0.0007724140448118346 0.001371248193036497 0.00065967785947791788 0.00046694649615922307 0.00091677060022073641 0.00093368359172226248 0.0011569866908739893 0.0011982189235734005 0.00084468053905648955 0.0010449817867322082 0.00027429089724613606 0.0013311921993668786 0.0011038839043837278 0.00073169068816830132 0.0011427494343864326 0.00070361112463561935 0.0010390253265295743 0.0011688395126972324 0.00052016287376969257
leaf_weight=23 74 31 40 37 71 28 34 20 60 87 25 21 48 32 41 20 214 676 28 38 352 72 21 644 32 85 20 58 30 159
leaf_count=23 74 31 40 37 71 28 34 20 60 87 25 21 48 32 41 20 214 676 28 38 352 72 21 644 32 85 20 58 30 159
internal_value=0 0.000595424 0.000536874 0.00107115 0.000671987 0.00108378 0.000376614 0.00110398 0.000765046 0.000330506 0.000957909 0.00110845 0.00111201 0.000882297 0.000410246 0.00110459 0.000982729 0.00112372 0.000986928 0.00105301 0.00102547 0.000344192 0.00113829 0.00113108 0.000574411 0.00109971 0.000849344 0.00110477 0.0012934 0.000547921
internal_weight=0 673 599 2448 325 2351 274 2026 97 240 325 2006 1985 103 153 1907 300 1391 71 516 390 113 126 1320 222 105 43 86 78 190
internal_count=3121 673 599 2448 325 2351 274 2026 97 240 325 2006 1985 103 153 1907 300 1391 71 516 390 113 126 1320 222 105 43 86 78 190
is_linear=0
shrinkage=0.00196078


Tree=6155
num_leaves=31
num_cat=0
split_feature=1 3 39 3 44 4 0 4 12 12 1 2 15 1 1 16 15 133 13 2 2 47 2 4 0 0 4 1 150 0
split_gain=1.08045 0.180978 0.140622 0.13551 0.12075 0.123627 0.117762 0.111122 0.0962739 0.0947616 0.114501 0.0822452 0.112369 0.07691 0.0932717 0.0666736 0.0638988 0.0610419 0.0801209 0.0585823 0.0576986 0.0573628 0.0571323 0.0553857 0.103036 0.0677026 0.139895 0.123712 0.0543125 0.062425
threshold=0.10920500000000001 0.31534000000000006 0.087880000000000014 0.11924500000000002 1.0000000180025095e-35 0.042705000000000007 -0.10836499999999999 -0.033174999999999989 -0.42850999999999995 -0.010834999999999999 0.094090000000000021 0.10981000000000002 -0.016799999999999995 0.083345000000000016 0.093400000000000025 -0.10850999999999998 -0.091604999999999978 -1.0000000180025095e-35 -0.092879999999999976 0.15950500000000004 0.12043500000000001 1.0000000180025095e-35 0.13093500000000002 -0.082249999999999976 -0.050064999999999991 -0.11437499999999999 0.0033150000000000007 0.089875000000000024 0.085210000000000022 -0.07384499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 9 -5 -2 -3 10 -1 16 17 15 -15 -7 -9 -13 -19 -10 23 -4 -20 -11 25 26 27 -25 29 -12
right_child=1 8 21 6 -6 13 -8 11 19 20 28 12 -14 14 -16 -17 -18 18 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.012626664492806109 0.012439222241352712 0.0064051719243122668 0.0036929358276083356 8.9567694813013092e-05 0.017538008454345888 0.011872380319885755 0.010296136198135523 0.005886690777016714 0.0022248009578990087 0.012556929708607013 0.0075207618480947402 0.0027664465641674516 -0.00096816793433390563 0.0013704338332726843 0.0087639952202552707 0.0085775623205476079 0.011316918278074203 0.0044796074274730735 0.01296981791383587 -0.0044560754271168708 0.0079549659392796467 0.0082896863722375473 0.007005683168897341 0.0094727430917213081 0.0047880553356979202 0.011725792051693641 0.014617590608799625 -0.00043896627612411977 0.010236079911313331 0.00030821430541220167
leaf_weight=48 56 35 121 20 31 150 26 31 35 638 28 26 20 21 91 104 72 37 36 21 40 35 29 34 23 1221 27 20 24 21
leaf_count=48 56 35 121 20 31 150 26 31 35 638 28 26 20 21 91 104 72 37 36 21 40 35 29 34 23 1221 27 20 24 21
internal_value=0 0.00636777 0.00716906 0.0112372 0.0113354 0.0112582 0.0058585 0.00841137 0.0022909 0.0115507 0.00883305 0.00751272 0.00600262 0.00956073 0.0073777 0.0105233 0.00968258 0.00709181 0.00819435 -0.000280528 0.0117148 0.00472426 0.0103089 0.0117914 0.0114229 0.0115401 0.00874036 0.00580174 0.00633863 0.00442967
internal_weight=0 554 463 2567 2521 2490 46 307 91 2124 121 251 148 366 112 254 103 128 102 56 2003 156 65 1963 1325 1302 81 54 73 49
internal_count=3121 554 463 2567 2521 2490 46 307 91 2124 121 251 148 366 112 254 103 128 102 56 2003 156 65 1963 1325 1302 81 54 73 49
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=31
num_cat=0
split_feature=1 1 155 1 43 4 0 3 2 131 12 0 14 0 49 2 2 133 484 4 47 1 43 133 1212 11 0 16 12 49
split_gain=0.875166 0.150362 0.117536 0.111136 0.109673 0.0902833 0.0844182 0.0819181 0.0856274 0.0794169 0.081198 0.0771805 0.0748731 0.0634026 0.103366 0.0605595 0.0611086 0.092288 0.0797056 0.0603431 0.100308 0.144077 0.0850698 0.0919372 0.0938344 0.0634182 0.0632521 0.0572325 0.0558937 0.0550967
threshold=0.10920500000000001 0.13707500000000003 0.10158500000000002 0.094385000000000011 0.084740000000000024 -0.16363499999999997 -0.067094999999999988 0.11296500000000002 0.15109000000000003 0.095715000000000008 0.11734000000000001 -0.14454499999999995 0.062655000000000016 0.024095000000000002 -0.032624999999999994 -1.0000000180025095e-35 0.10981000000000002 -1.0000000180025095e-35 -0.070054999999999992 0.0052350000000000009 0.096300000000000011 0.083345000000000016 0.060960000000000007 -0.44023999999999991 0.058525000000000008 0.079300000000000009 -0.14454499999999995 -0.10850999999999998 0.092465000000000006 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 9 -5 11 8 12 10 15 29 19 14 -3 -2 -17 -18 -19 22 21 26 25 24 28 -1 -21 -28 -24 -7
right_child=1 13 -4 5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010983533804566657 0.0022124019944612882 -0.001759375108835789 0.013899446206844666 0.011353605464388607 0.012390572061329815 0.010923919221386314 0.0037850053558308307 0.0045815651770681146 0.0039435581536963584 0.010320668688250913 0.01151208294555545 0.0098223000472315997 0.013443557863328829 -0.0019403929068219094 0.005211351055484743 0.0092428771429695199 -0.00085112763408687906 -8.4464528481476012e-05 0.0066767134232898519 0.014729410587322146 0.01604845143854618 0.0022702151518915934 0.0065866578593184906 0.0067484985190601771 0.016773256020281801 0.0065514278569907859 0.010589963715150953 0.0076558429568277971 0.012932621752438339 0.0050407212076840017
leaf_weight=1489 64 26 22 89 28 20 46 24 20 36 20 156 84 21 117 40 24 20 136 21 20 31 35 109 22 33 125 142 23 78
leaf_count=1489 64 26 22 89 28 20 46 24 20 36 20 156 84 21 117 40 24 20 136 21 20 31 35 109 22 33 125 142 23 78
internal_value=0 0.00573099 0.00679932 0.0101135 0.00637486 0.00855659 0.00772681 0.0103916 0.0104563 0.00587944 0.00535351 0.00844068 0.0105174 0.00319046 0.00394395 0.00491981 0.00570742 0.00492176 0.0058099 0.0103975 0.00917858 0.00874787 0.010639 0.008638 0.0112124 0.0108874 0.00944511 0.00902949 0.00910316 0.00624137
internal_weight=0 554 390 2567 368 389 300 2178 2154 340 304 254 2134 164 143 284 220 180 156 2050 339 319 1711 189 80 1522 288 267 58 98
internal_count=3121 554 390 2567 368 389 300 2178 2154 340 304 254 2134 164 143 284 220 180 156 2050 339 319 1711 189 80 1522 288 267 58 98
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 1 2 2 14 52 4 34 0 15 0 4 394 4 12 13 16 16 31 15 474 2 42
split_gain=18.7458 3.00709 1.9487 1.61031 1.15847 0.897871 0.651897 0.548819 0.50909 0.493942 0.427533 0.367544 0.300498 0.399082 0.298722 0.294751 0.372071 0.34878 0.24933 0.21804 0.224988 0.218721 0.217145 0.211291 0.206775 0.202098 0.175551 0.172632 0.166204 0.163959
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.042705000000000007 0.09253500000000002 0.11474000000000002 0.14753000000000002 0.062655000000000016 1.0000000180025095e-35 0.24564500000000003 -1.0000000180025095e-35 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.27834500000000006 -0.079154999999999989 -0.49013999999999996 0.09320500000000001 -1.0000000180025095e-35 -0.14771999999999999 -0.039889999999999988 -0.077289999999999984 0.050935000000000008 0.10008000000000002 0.084655000000000022 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 7 10 11 -5 -6 14 15 13 23 25 16 -1 -17 -16 -19 21 -21 -20 -9 -18 -4 27 28 -22 -30
right_child=1 2 6 8 9 -7 -8 12 -10 -11 -12 -13 -14 -15 18 17 24 19 22 20 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00086706989536098407 0.00072719425388772358 0.00033555997409506815 0.00021703658748331765 0.00066726118296109814 0.00065783111203152566 0.00047002205156471605 0.00043410702609019298 0.00078776379770061132 0.00036783862333027487 0.00034721030812952133 4.4749402656755772e-05 0.00088451308792465407 0.00074202793260202905 0.00039683274529529972 0.00041485786110392935 0.00077259483389369643 0.00047144456521151394 0.00051461896457362399 0.00014016785075765827 0.00085478399970656505 0.00046032647912700971 0.00067178108212020667 0.00036897489631140427 0.00061233048081204872 0.00069988176834714759 -4.5833743724397178e-05 0.00073257808860738229 0.00076895259828571952 0.00058983083954385301 0.00072991495915487696
leaf_weight=20 76 231 22 34 81 48 37 34 61 26 87 78 110 28 33 1178 39 20 52 83 20 36 23 118 25 23 326 42 72 58
leaf_count=20 76 231 22 34 81 48 37 34 61 26 87 78 110 28 33 1178 39 20 52 83 20 36 23 118 25 23 326 42 72 58
internal_value=0 0.000359239 0.000313768 0.000725244 0.000413687 0.000735425 0.000191846 0.000740995 0.000475 0.000582353 0.000154497 0.00075257 0.000661287 0.000611946 0.000216903 0.000747207 0.000633628 0.000752407 0.000272828 0.000716209 0.000722539 0.000799422 0.000210335 0.000651572 0.000560678 8.26806e-05 0.000704876 0.000657841 0.000626729 0.00065233
internal_weight=0 691 615 2430 338 2335 277 2287 95 107 240 1997 290 180 153 1919 84 1835 108 657 637 119 75 152 64 45 518 192 150 130
internal_count=3121 691 615 2430 338 2335 277 2287 95 107 240 1997 290 180 153 1919 84 1835 108 657 637 119 75 152 64 45 518 192 150 130
is_linear=0
shrinkage=0.00196078


Tree=6158
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 4 1 2 2 4 3 1 52 52 47 0 15 10 160 12 39 1 0 3 3 457
split_gain=27.7558 4.35564 2.86495 2.61073 1.76572 1.205 0.887155 0.880147 0.795947 0.765452 0.694012 0.557543 0.533502 0.376797 0.244291 0.24383 0.224026 0.213783 0.212907 0.205752 0.17286 0.185421 0.147387 0.14324 0.163604 0.14258 0.140794 0.130939 0.139758 0.140987
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.14753000000000002 0.089885000000000007 0.27834500000000006 -0.010424999999999999 0.091450000000000017 -0.56176499999999996 -0.16675999999999999 0.090100000000000013 -0.22491999999999998 -0.41942499999999994 -0.38124499999999995 -0.067824999999999983 0.095780000000000018 0.10076500000000001 0.089875000000000024 -0.026509999999999995 1.0000000180025095e-35 0.20828500000000003 0.096470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 11 12 -6 -5 13 15 -4 -15 -1 -14 -8 27 -18 -13 -22 -16 24 25 -21 -7 -3 29 -29
right_child=1 2 7 10 9 26 17 -9 -10 -11 -12 20 16 14 22 -17 19 -19 -20 23 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00084658245518578047 0.00080461359802233318 0.0002427602364846012 0.00033601718583810779 0.00070542867113905939 0.00074165793569402059 0.00061587342550835291 0.00083363250811018192 0.00042609670599226638 0.00045164419532893528 0.00037639701635378193 0.00035782099901540557 9.0458995220936173e-05 0.00090714880453994853 0.0002353893992000463 0.00018882558918466755 0.00077380984883762397 0.00059672205647373861 0.00106545446999652 0.00046551532382271068 0.00080987106456781462 3.3922881435822041e-05 -0.00019472149241064353 -9.2402493530606245e-06 0.00073775761339811335 0.00061844181196362368 0.00068291586996009244 0.00040274369186225878 0.00047734087218580322 0.00024823177091292097 0.00027300682708657545
leaf_weight=1127 71 98 40 34 71 22 20 37 24 32 63 32 45 41 20 210 27 65 32 421 25 30 52 307 20 37 26 37 35 20
leaf_count=1127 71 98 40 34 71 22 20 37 24 32 63 32 45 41 20 210 27 65 32 421 25 30 52 307 20 37 26 37 35 20
internal_value=0 0.000345292 0.000291119 0.000794906 0.000415998 0.000807913 0.000814321 0.000144601 0.000806788 0.000628179 0.000479663 0.000101203 0.000810673 0.000172468 0.000114575 0.000835152 0.000772482 0.00101091 0.000317553 0.000765019 -2.41251e-05 -9.07922e-05 4.5778e-05 0.000770808 0.000792034 0.000799615 0.000500428 0.000292633 0.000345759 0.000405645
internal_weight=0 673 602 2448 325 2351 2303 277 2218 103 97 240 2194 153 113 1337 857 85 222 812 87 55 72 785 478 458 48 190 92 57
internal_count=3121 673 602 2448 325 2351 2303 277 2218 103 97 240 2194 153 113 1337 857 85 222 812 87 55 72 785 478 458 48 190 92 57
is_linear=0
shrinkage=0.00196078


Tree=6159
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 14 42 48 1 0 15 14 1 4 0 15 1 39 2 13 39 13 52 4 12 1
split_gain=25.1342 4.22052 2.41816 2.17447 1.66162 1.27124 0.84851 0.71764 0.688993 0.623571 0.558519 0.455543 0.428068 0.269934 0.28514 0.265667 0.255979 0.210943 0.230798 0.218726 0.59722 0.207885 0.277969 0.199549 0.25507 0.194683 0.182203 0.178989 0.176809 0.171094
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.14122000000000004 0.13082500000000002 0.062655000000000016 -0.0060199999999999993 -0.015314999999999997 0.086920000000000011 -0.097024999999999986 -0.095869999999999983 0.062655000000000016 0.16175000000000003 -0.013125 0.18019500000000002 -0.23060499999999998 0.086455000000000018 0.084780000000000008 -0.0091949999999999983 -0.016469999999999995 0.092310000000000017 0.049530000000000012 0.26521500000000003 0.063160000000000008 0.092550000000000007 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 9 -6 11 16 12 -5 -7 26 14 -14 17 23 18 -13 -19 28 -12 -23 -4 -25 -15 -1 -9 -21 -3
right_child=1 2 8 10 6 7 -8 27 -10 -11 21 15 13 25 -16 -17 -18 19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010409169144650742 0.00099254643823902143 0.00054076687156501485 0.00025401330444854502 0.00096563825154686992 0.00088738493286411708 0.00070305639305730261 0.0005360578302230336 0.00054042429681502142 0.00064051043497043234 0.0012152884341658557 0.00045512026272720489 0.00098677265450493952 0.00098258367940491317 0.00099773835328068224 0.0007048339722982419 0.0011618412313933041 9.6613175074043023e-05 0.0010820216010598576 0.0007701522097283719 0.00097296579065276126 0.00056389104173171754 0.00049765862405811454 0.00079233109421443699 0.00057038942805859218 0.00027726049414452384 0.0008573717769359379 0.00091972667796939021 0.00079960938191770054 0.00087202074936940837 0.00044370714829187672
leaf_weight=1035 74 167 96 22 82 30 39 20 22 62 23 347 27 326 30 22 27 25 20 116 20 20 32 21 25 43 50 21 157 120
leaf_count=1035 74 167 96 22 82 30 39 20 22 62 23 347 27 326 30 22 27 25 20 116 20 20 32 21 25 43 50 21 157 120
internal_value=0 0.00055077 0.000496193 0.000978624 0.000581433 0.000990495 0.000774147 0.000925662 0.000314109 0.00102256 0.000690923 0.000939708 0.00101465 0.000961982 0.0008364 0.00094975 0.000271618 0.000942938 0.000974968 0.000905974 0.000890953 0.00061034 0.000678996 0.000304894 0.00041108 0.000981381 0.00103533 0.000673178 0.000914913 0.000500184
internal_weight=0 673 599 2448 408 2351 121 778 191 1573 97 737 1511 426 57 707 169 685 367 318 293 75 52 142 46 369 1085 41 273 287
internal_count=3121 673 599 2448 408 2351 121 778 191 1573 97 737 1511 426 57 707 169 685 367 318 293 75 52 142 46 369 1085 41 273 287
is_linear=0
shrinkage=0.00196078


Tree=6160
num_leaves=31
num_cat=0
split_feature=1 4 12 44 3 484 150 1 2 12 1 11 41 156 0 0 52 475 39 1 42 3 0 0 402 402 401 0 1454 483
split_gain=1.09056 0.171964 0.136521 0.166955 0.156355 0.115053 0.105373 0.0966969 0.0883124 0.0825715 0.0919906 0.0769883 0.10972 0.0740554 0.0710058 0.0934397 0.0695605 0.0687763 0.072893 0.0665838 0.0634978 0.0698039 0.125252 0.079407 0.0619753 0.0619676 0.0619949 0.0808071 0.0599148 0.0605617
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 1.0000000180025095e-35 0.11924500000000002 -0.0068949999999999992 0.084680000000000019 0.08864000000000001 0.25063000000000007 0.087830000000000005 0.089875000000000024 1.0000000180025095e-35 0.079300000000000009 0.090500000000000011 -0.14051499999999997 -0.036484999999999997 -0.23375999999999997 -0.024084999999999999 0.10076500000000001 0.13075500000000004 0.09112000000000002 -0.0063699999999999989 -0.23091999999999999 -0.067094999999999988 0.2506000000000001 0.090075000000000002 0.10022000000000002 -0.081894999999999982 0.081720000000000015 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 14 17 19 10 11 13 -13 28 -2 -16 -17 -7 -19 -3 21 23 -23 -9 25 -11 27 -27 29 -4
right_child=1 8 9 -5 -6 7 -8 20 -10 24 -12 12 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014366595478107534 0.0033712673703640964 0.0063322129101330829 0.016774692838745459 0.016532501886630881 0.0016025351111552324 0.0049701523547992111 0.0046013945077614093 0.0079640120845288053 -0.0017054273999140908 0.010477824286619863 0.0056750667261202701 0.019484638675930911 0.010429716493893902 0.0058157322835177185 0.010813212586191497 0.0094772450126973662 0.0013379503047049402 0.012356520009537538 0.0066620209387370528 0.003072669987047378 0.0018235895980615168 0.0032475129196730757 0.011547424696696302 0.0013865395673903925 0.0054675036616137493 0.010965699206904642 0.010557911678728077 0.018128528544265363 0.0083281227046557299 0.012020119232933682
leaf_weight=39 21 121 28 29 29 20 82 50 24 1173 23 32 23 20 134 21 21 114 28 130 20 24 75 29 23 28 62 36 42 620
leaf_count=39 21 121 28 29 29 20 82 50 24 1173 23 32 23 20 134 21 21 114 28 130 20 24 75 29 23 28 62 36 42 620
internal_value=0 0.00586447 0.0107567 0.00918966 0.00869213 0.00920742 0.00761362 0.00864851 0.00408987 0.0110961 0.0119063 0.0120937 0.015698 0.0118145 0.00886744 0.00952324 0.0054076 0.0104604 0.0112337 0.004644 0.00716606 0.00776633 0.00953532 0.0055495 0.0106131 0.0107042 0.0128116 0.0149948 0.0119883 0.0122256
internal_weight=0 554 2567 457 428 399 279 360 275 2110 788 765 55 710 197 176 42 162 142 251 198 178 99 79 1322 1299 126 64 690 648
internal_count=3121 554 2567 457 428 399 279 360 275 2110 788 765 55 710 197 176 42 162 142 251 198 178 99 79 1322 1299 126 64 690 648
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 2 4 1 2 4 14 15 11 1 150 1 2 11 50 16 0 3 43 12 16 4 14 43
split_gain=37.5667 4.53269 3.89588 3.19047 2.66024 1.85901 1.62981 1.08536 1.07649 0.978309 0.850226 0.796644 0.62433 0.530452 0.511102 0.680999 1.08123 0.450613 0.399913 0.282357 0.243464 0.233754 0.23204 0.22096 0.252386 0.20622 0.205319 0.203959 0.191745 0.190228
threshold=0.10752500000000002 -0.40967499999999996 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.088105000000000003 0.14122000000000004 0.089885000000000007 0.42051500000000003 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.076175000000000007 -0.41396999999999995 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.091450000000000017 -1.0000000180025095e-35 0.082485000000000017 0.086295000000000011 0.27776000000000006 -0.038659999999999993 -0.11171999999999999 0.016310000000000002 0.090285000000000018 0.40020000000000006 0.052250000000000012 -0.41790499999999997 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 -3 7 12 10 -4 -5 -7 17 28 15 21 22 -1 -19 -16 -12 23 -17 24 -9 27 -21 -25 -10 -11
right_child=1 3 9 8 -6 11 -8 14 13 29 20 -13 -14 -15 19 16 -18 18 -20 26 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012360025188578069 0.0011837586873815079 0.00060183073590117434 0.0010799436582920529 0.00067739772631510923 0.0007063061962297799 0.0010870319257077377 0.0007999973735958694 0.0011635753314208498 0.00049342274816634917 0.00074028325754971734 0.00025871210577649897 0.00068314948200094261 0.0014277039829986655 7.9483231192037449e-05 0.001453918294579375 0.00094482018151990097 0.00055718451281826871 0.00088902728668614924 0.0011672144387111546 0.0010431513920718548 0.00052990586186448733 0.0010655360714149839 0.0012016267922767576 0.0012734264110172819 0.00086240098026453278 0.0011431667458269984 0.0012740584431869038 0.0011422189964967616 0.00031239561889577163 0.00052145237779639567
leaf_weight=1128 49 179 34 76 45 57 41 23 31 56 35 28 58 33 25 24 20 22 205 20 20 123 31 116 20 387 57 75 82 21
leaf_count=1128 49 179 34 76 45 57 41 23 31 56 35 28 58 33 25 24 20 22 205 20 20 123 31 116 20 387 57 75 82 21
internal_value=0 0.000612698 0.00116212 0.000560975 0.0011786 0.000715215 0.00118754 0.00119435 0.000413974 0.000802923 0.000543017 0.000953988 0.00122849 0.000298188 0.00114198 0.00112568 0.000947597 0.00121996 0.00114025 0.00127287 0.000357328 0.00114363 0.00108957 0.0011591 0.00102349 0.00116919 0.00121408 0.00122191 0.000362058 0.000680602
internal_weight=0 590 2531 541 2420 264 2375 2334 277 111 131 85 1413 146 921 819 75 1355 227 102 55 744 55 621 43 578 77 191 113 77
internal_count=3121 590 2531 541 2420 264 2375 2334 277 111 131 85 1413 146 921 819 75 1355 227 102 55 744 55 621 43 578 77 191 113 77
is_linear=0
shrinkage=0.00196078


Tree=6162
num_leaves=31
num_cat=0
split_feature=1 3 39 3 1375 4 4 2 12 160 1456 157 49 52 15 16 4 133 4 15 1213 1210 42 403 133 1213 12 43 49 1
split_gain=1.05859 0.171267 0.143264 0.134115 0.112685 0.09823 0.0969904 0.077873 0.0773579 0.075433 0.100476 0.106808 0.0811178 0.0736506 0.0701764 0.0870234 0.073439 0.0615271 0.0617324 0.0587836 0.0731058 0.0577348 0.0561948 0.0557517 0.11496 0.073229 0.0599035 0.0546675 0.0542448 0.053865
threshold=0.10920500000000001 0.31370500000000007 0.087880000000000014 -0.072624999999999981 -0.22860499999999997 0.40124500000000002 -0.033174999999999989 1.0000000180025095e-35 1.0000000180025095e-35 -0.082869999999999985 -0.077604999999999993 -0.080299999999999996 0.15021500000000002 0.056145000000000007 -0.41942499999999994 -0.008904999999999998 0.36766000000000004 0.089405000000000012 -0.013514999999999998 0.087685000000000013 0.052820000000000013 0.0028200000000000005 -0.035074999999999988 -0.085284999999999986 0.017095000000000003 0.086260000000000017 0.089795000000000014 -0.078469999999999984 0.10969000000000002 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -5 8 27 -8 -1 22 -11 -12 29 -3 -9 16 -16 21 19 28 -21 23 -6 24 -10 -25 -27 -2 -19 -13
right_child=1 13 -4 4 9 -7 7 14 17 10 11 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0064518986062871084 0.0077039233366535467 0.00019489848237883833 0.0040958929721874975 0.002100782609722089 0.0066539575532078747 0.0047328835967928168 0.0091917109733300386 0.0085875534652067095 0.010780880981569294 0.01514454810321331 0.0019927266458461932 0.0098525761430980369 0.002909504495827215 0.0059860394403585815 0.0085625456885631696 -0.0015853211759928277 0.0022527858022866505 0.013510795311457567 0.0084298732263389346 0.010644805606660576 0.0052880928758531811 0.016049720421088515 0.012369381996038242 0.011458670930421754 0.0035885937708931477 0.019581786268390716 0.012646059813260131 0.014101384337375159 0.007947674313826222 0.0071133263030468104
leaf_weight=36 22 70 156 21 20 25 95 49 153 25 23 340 21 32 39 22 35 106 145 169 30 27 123 1112 26 20 33 34 21 91
leaf_count=36 22 70 156 21 20 25 95 49 153 25 23 340 21 32 39 22 35 106 145 169 30 27 123 1112 26 20 33 34 21 91
internal_value=0 0.005713 0.00654824 0.0105329 0.00930928 0.0109599 0.0078407 0.0069663 0.0110428 0.00954471 0.00896547 0.00864025 0.00897851 0.00201173 0.00550827 0.00393656 0.0055782 0.0111325 0.0101465 0.01091 0.00983726 0.0114713 0.01157 0.0113793 0.00973619 0.0116318 0.0152633 0.0115881 0.0125909 0.00927422
internal_weight=0 554 452 2567 664 1903 296 240 1878 643 500 475 452 102 145 96 74 1842 471 326 199 1371 143 1344 179 1165 53 56 127 431
internal_count=3121 554 452 2567 664 1903 296 240 1878 643 500 475 452 102 145 96 74 1842 471 326 199 1371 143 1344 179 1165 53 56 127 431
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=31
num_cat=0
split_feature=1 12 44 1 47 149 4 3 2 4 16 376 14 4 15 16 1375 484 3 42 0 3 43 13 43 131 10 12 13 0
split_gain=0.867392 0.218933 0.166808 0.12495 0.0937473 0.0895223 0.0887237 0.0885953 0.140693 0.11192 0.100283 0.0792981 0.0736221 0.0720842 0.123057 0.0728715 0.0680695 0.0871295 0.0774994 0.0686172 0.0919223 0.0938742 0.0584768 0.0935713 0.0966184 0.0583521 0.11886 0.0619081 0.0620517 0.0994516
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 0.085505000000000012 0.081720000000000015 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 0.13751500000000003 0.080200000000000007 -0.46166999999999997 -0.064054999999999987 -0.03241999999999999 -1.0000000180025095e-35 -0.096099999999999977 -0.016164999999999995 -0.0063699999999999989 0.092395000000000019 -0.23091999999999999 0.20828500000000003 -0.11720999999999999 -0.0072999999999999992 -0.0065949999999999993 0.10033500000000002 -0.079859999999999987 0.11472500000000001 1.0000000180025095e-35 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 12 7 8 -3 10 -9 -6 -2 15 -15 -1 -5 -18 22 20 -20 -22 -19 -24 -25 26 -14 28 29 -28
right_child=4 6 -4 16 11 -7 -8 9 -10 -11 -12 -13 25 14 -16 -17 17 18 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.016752914832904937 0.0071884692229073621 0.019123566381633282 0.014830640911435086 0.0006619528105313128 0.0079328413246719937 0.0094481386756524455 0.0081031954440199377 0.00010937943324362014 0.010992411680688914 0.0099398127669830666 0.0089373368537053466 0.0010706113052687475 -0.0039545673527754842 0.0098381402994094144 0.002769968291330669 0.0097681563465966525 0.012486503221390938 0.0088008117036555301 0.0039482672421954487 0.0018058173412282487 0.011039474451119143 0.0044006382312675547 0.0059620288757806913 -0.003749852548835093 0.0050384421134367589 0.0064322524849558249 0.00087506213851345637 0.007634078286355362 -0.0033149651528912639 0.0081342914663255217
leaf_weight=20 29 25 30 22 85 20 280 22 143 1688 31 21 36 78 36 59 22 22 41 20 89 28 56 29 22 24 77 20 21 25
leaf_count=20 29 25 30 22 85 20 280 22 143 1688 31 21 36 78 36 59 22 22 41 20 89 28 56 29 22 24 77 20 21 25
internal_value=0 0.00930972 0.00757139 0.00717106 0.00407826 0.00302874 0.00976554 0.0100094 0.0122024 0.00979774 0.0052729 0.00657334 0.00247534 0.00921489 0.00760609 0.0115364 0.00604725 0.00640736 0.00597172 0.00732431 0.00802285 0.00945069 0.00410536 0.00313994 4.11765e-05 0.00180204 0.00118123 0.00247416 0.00163514 0.00265429
internal_weight=0 2763 574 544 358 252 2189 1909 168 1741 53 106 232 193 114 79 351 329 307 178 158 117 129 107 51 203 179 143 123 102
internal_count=3121 2763 574 544 358 252 2189 1909 168 1741 53 106 232 193 114 79 351 329 307 178 158 117 129 107 51 203 179 143 123 102
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=31
num_cat=0
split_feature=1 123 44 3 13 15 2 3 129 12 16 159 13 132 4 1427 13 4 4 3 150 15 123 43 132 42 12 16 483 391
split_gain=0.70719 0.193962 0.135495 0.140977 0.12127 0.174217 0.0859425 0.0849404 0.0821024 0.0812734 0.0781925 0.0718456 0.0762206 0.0714657 0.0943787 0.0847245 0.0710895 0.0756449 0.0842726 0.0709876 0.0707484 0.0679873 0.0679769 0.0665149 0.0648484 0.0567031 0.0559332 0.0799741 0.0547088 0.0519471
threshold=0.12000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.11296500000000002 -0.42195999999999995 -0.0058549999999999991 0.089885000000000007 0.30112000000000005 -1.0000000180025095e-35 -0.42850999999999995 -0.39185999999999993 0.11576000000000002 -0.096404999999999991 0.08518000000000002 -0.079329999999999984 0.083935000000000023 -0.15416999999999995 -0.015039999999999998 -0.020529999999999996 0.13524500000000003 0.091105000000000005 -0.011859999999999997 0.10695000000000002 -0.074974999999999986 0.093030000000000015 -0.0060199999999999993 0.083370000000000014 0.25084500000000004 -0.095084999999999989 -0.077824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 19 11 10 -8 -9 -2 12 -1 15 -15 16 -10 18 26 -6 25 -13 23 -12 -16 -3 27 -18 -14 -30
right_child=7 20 -4 4 5 -7 8 9 13 -11 22 21 28 14 24 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.012252154897796573 0.0022094390034592083 0.010258213385939598 0.015038925978296903 0.010841990394517781 0.0091717414222737964 -0.0049288359515014153 0.0015861687343567612 0.004878738609755494 0.0024911111198543086 -0.0012226901730888935 0.0038058925063207587 0.0086977195164833505 0.013035631675687482 -0.0004260645410977304 0.0036486642896259008 0.014666881518704551 0.014611077661577024 0.0073581444548293023 0.0150478564746057 0.0019003236666321754 0.00016580860316753389 0.0010476309451318924 0.00080090025651522671 0.0085891297823879175 0.0087081179185157752 0.005019300676304593 0.008433201537395716 0.0076380502079324486 0.012890151557230362 0.0088718106230758331
leaf_weight=80 92 25 32 25 29 21 20 34 21 61 46 26 34 20 38 21 38 382 24 25 25 21 22 79 76 119 342 29 33 1281
leaf_count=80 92 25 32 25 29 21 20 34 21 61 46 26 34 20 38 21 38 382 24 25 25 21 22 79 76 119 342 29 33 1281
internal_value=0 0.00835977 0.00857173 0.0084917 0.00481033 0.00279977 0.00863979 0.0034904 0.0079296 0.000960979 0.00449582 0.00912657 0.00925319 0.00805762 0.00591004 0.00839342 0.00823583 0.00838385 0.00928875 0.00580534 0.00507632 0.00527959 0.00592675 0.0068289 0.00702163 0.00592883 0.00895081 0.0115929 0.0090752 0.00897273
internal_weight=0 2787 2618 2586 100 75 2486 334 1011 95 239 1475 1428 991 134 857 836 815 433 54 169 47 147 125 114 144 409 67 1348 1314
internal_count=3121 2787 2618 2586 100 75 2486 334 1011 95 239 1475 1428 991 134 857 836 815 433 54 169 47 147 125 114 144 409 67 1348 1314
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 4 1 2 2 10 48 39 12 0 52 484 160 3 43 13 43 16 2 483 1429 0 2 13 159
split_gain=0.58006 0.207058 0.17334 0.109891 0.093875 0.0859067 0.0872119 0.115243 0.135059 0.0854979 0.081313 0.0720267 0.184247 0.0711595 0.0835091 0.0756799 0.0592071 0.0712303 0.0615283 0.0683511 0.0631468 0.057717 0.0758389 0.0870823 0.0784869 0.0827324 0.0874432 0.0568645 0.056558 0.0544774
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.073934999999999987 0.088305000000000008 0.091265000000000013 -0.080614999999999978 -0.079859999999999987 0.090225000000000014 0.083240000000000022 0.11650500000000001 -0.089269999999999988 0.084735000000000019 0.096415000000000015 -0.076689999999999994 -0.010424999999999999 -0.05647499999999999 0.05868000000000001 -0.081779999999999978 -0.062804999999999986 0.085855000000000015 -0.06916499999999999 0.084990000000000024 -0.10324499999999999 0.12299 -0.41572999999999993 -0.085489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 6 13 21 9 -9 -2 12 -10 14 15 -6 17 -12 20 -20 -19 -8 23 -23 -24 26 -26 -28 -21 -16
right_child=3 -3 -4 -5 5 -7 7 8 11 -11 16 -13 -14 -15 29 -17 -18 18 19 28 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0033771445848591007 -0.0015707817197275851 0.002358206979930401 -0.00095903238929484198 0.0092415401445967819 0.013149168784064906 0.012381301112416225 0.0087794954728258705 0.001635230380842196 -0.004189633998526808 0.0073927960502165688 0.0072148314483153333 0.0054523230562436176 0.0075551065743308179 0.0025502744456753139 0.012699693920849651 0.0075070397546773571 -0.0014553791435901076 0.0067613927319218397 -0.0027386851576638636 -0.0015091892392577037 0.0010251624143815467 0.012544745130633767 0.0016872535925358534 0.0077144905608677403 0.013708200640976428 0.0021781800961720625 0.0063450926072087833 0.011464632117713336 0.0041869233879778117 0.0081421126291007367
leaf_weight=48 39 75 23 28 70 41 415 28 34 327 48 58 22 20 27 36 24 61 29 23 28 44 34 246 20 35 226 24 72 916
leaf_count=48 39 75 23 28 70 41 415 28 34 327 48 58 22 20 27 36 24 61 29 23 28 44 34 246 20 35 226 24 72 916
internal_value=0 0.00754087 0.00768516 0.00323114 0.00775959 0.00783979 0.00776767 0.00727916 0.00597704 0.00693868 0.00271172 0.00298245 0.000424371 0.00845909 0.00857175 0.011233 0.00329775 0.00373481 0.00295059 0.00151069 0.00495674 0.00786411 0.00726016 0.00844736 0.00624457 0.0067526 0.00734558 0.00683657 0.00280786 0.00827261
internal_weight=0 2769 2694 352 2671 2623 2582 1513 469 355 324 114 56 1069 1049 106 285 261 213 124 89 1044 629 290 339 305 270 250 95 943
internal_count=3121 2769 2694 352 2671 2623 2582 1513 469 355 324 114 56 1069 1049 106 285 261 213 124 89 1044 629 290 339 305 270 250 95 943
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 2 2 1 4 1 52 15 11 10 47 457 43 4 3 131 3 0 2 4 159
split_gain=52.8511 8.38901 5.58884 4.20553 2.70625 2.56927 1.9159 1.66448 1.5039 1.2106 1.18719 1.18061 1.11401 0.795646 0.592939 0.555955 0.524258 0.483119 0.395731 0.338944 0.32242 0.563601 0.307553 0.297288 0.291708 0.274289 0.264204 0.254172 0.238369 0.236514
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.14753000000000002 0.089885000000000007 0.092845000000000025 0.40945500000000007 0.091195000000000012 -0.56176499999999996 -0.41942499999999994 1.0000000180025095e-35 -0.38124499999999995 0.090100000000000013 0.080930000000000016 -0.016814999999999997 0.038415000000000012 -0.016324999999999996 0.091440000000000007 1.0000000180025095e-35 0.18019500000000002 -1.0000000180025095e-35 -0.0070899999999999991 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 6 7 11 10 28 13 14 -5 -4 -1 -13 -12 -9 -18 25 22 -22 26 -15 -2 -3 29 -16 -6 -17
right_child=1 2 8 12 9 -7 -8 17 -10 -11 16 15 -14 23 27 20 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013313764490748641 0.0013327287010897217 0.00050844940373326883 0.00062361751432379517 0.0011228752856018939 0.001296391676073106 0.00082291547525552354 0.00073015413435748196 0.0013272748099201741 0.00073770003838007005 0.00061387895755591541 0.00031374167404411472 0.0014319671784610789 0.00069027853712707373 0.00045704780058217009 0.001014844770260663 0.0012356470136180859 0.00018028802536062749 0.0016517044598954955 -0.00015373823785350894 0.00079528011704794511 0.0012475450798576954 0.00081181760588669536 0.0011522103537485401 0.00023931734262771251 0.0010555194990307677 0.00065715902096703837 0.0010199085637634876 0.0012416582285523919 0.0010514310454161895 0.0013712806125800664
leaf_weight=1117 54 99 44 37 21 48 24 25 34 24 32 45 60 36 21 488 25 60 30 33 25 21 203 73 20 92 20 199 56 55
leaf_count=1117 54 99 44 37 21 48 24 25 34 24 32 45 60 36 21 488 25 60 30 33 25 21 203 73 20 92 20 199 56 55
internal_value=0 0.000634969 0.000558024 0.0012554 0.000731929 0.0012719 0.00128126 0.00128707 0.000351751 0.000998391 0.000297074 0.00127664 0.00085529 0.000401066 0.00131305 0.00121982 0.000114193 0.00155628 -1.90812e-06 0.000611783 0.00120807 0.00104863 0.00121764 0.000311228 0.00125781 0.000580079 0.00124123 0.00122001 0.00111824 0.00124939
internal_weight=0 673 599 2448 325 2351 2303 2279 274 101 240 2194 97 153 1337 857 87 85 55 224 812 46 766 109 74 191 563 220 77 543
internal_count=3121 673 599 2448 325 2351 2303 2279 274 101 240 2194 97 153 1337 857 87 85 55 224 812 46 766 109 74 191 563 220 77 543
is_linear=0
shrinkage=0.00196078


Tree=6167
num_leaves=31
num_cat=0
split_feature=4 3 2 123 149 14 10 157 51 1 2 16 483 49 52 131 132 52 12 1 1 1374 13 12 12 13 12 4 2 484
split_gain=0.62415 0.21321 0.168502 0.100735 0.0929191 0.0740638 0.0730823 0.0649686 0.07392 0.0589054 0.0563411 0.0530072 0.0924067 0.102095 0.0898283 0.112775 0.0808709 0.0705949 0.0694362 0.0767672 0.103361 0.0675445 0.0638942 0.0613335 0.0623629 0.0585034 0.0648539 0.0647634 0.0584863 0.0582926
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.07770500000000001 -0.10708499999999999 -0.079859999999999987 -0.50331999999999988 0.24916000000000002 0.11910500000000002 -0.020134999999999997 -0.071854999999999988 0.085510000000000017 -0.0087849999999999977 0.5140450000000002 0.091440000000000007 0.082230000000000011 0.008405000000000001 0.090455000000000021 0.10797500000000002 0.10374500000000002 0.086000000000000007 -0.06977499999999999 0.080890000000000017 0.082850000000000021 0.0036400000000000004 0.093535000000000021 -0.085964999999999986 0.091055000000000011 0.084040000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -2 -7 11 -8 -5 12 13 22 16 -16 18 -14 19 20 21 -13 -9 -15 -25 27 -27 -26 -24 -18
right_child=4 -3 -4 10 -6 7 9 8 -10 -11 -12 14 17 23 15 -17 29 -19 -20 -21 -22 -23 28 24 25 26 -28 -29 -30 -31
leaf_value=0.012963751689418249 -0.0012696513619560462 0.0024793917518109083 -0.00063780458320094203 0.0019060090434504674 0.0087947626132518063 0.012594976395558339 0.0048936995986326969 0.0084081081833158235 0.0034254292791177123 0.0020105491934444609 0.006507448445657385 0.0084367382203188006 0.015918773181479554 0.011834408623409426 -0.0016353216485383557 0.0086321022003539843 0.0063712048344314104 0.0092026548186207521 0.007132571180805642 0.013035872204866456 0.0015104068709271296 0.013844972286218157 0.0054886762334993393 0.0033104061776691161 0.011281346054566863 0.0043117731734509434 0.0085977172274596808 0.0085661074175890656 -0.0013645156519487501 0.00065076802224528214
leaf_weight=31 39 75 23 35 28 31 132 35 35 153 111 611 29 57 23 20 79 34 514 38 21 24 33 23 103 62 82 597 20 23
leaf_count=31 39 75 23 35 28 31 132 35 35 153 111 611 29 57 23 20 79 34 514 38 21 24 33 23 103 62 82 597 20 23
internal_value=0 0.00773848 0.00788489 0.00795828 0.00326795 0.00810595 0.00279033 0.00804557 0.00798831 0.0033459 0.00540436 0.00805408 0.00857827 0.00834694 0.0076376 0.00314022 0.00778522 0.0122942 0.00801353 0.00866601 0.00841287 0.00864114 0.00509227 0.00865691 0.00844801 0.00858802 0.00675238 0.00896564 0.00290257 0.0050813
internal_weight=0 2769 2694 2671 352 2525 324 2494 2463 285 146 2428 1075 1012 1353 43 1310 63 1208 694 656 635 88 924 867 844 144 700 53 102
internal_count=3121 2769 2694 2671 352 2525 324 2494 2463 285 146 2428 1075 1012 1353 43 1310 63 1208 694 656 635 88 924 867 844 144 700 53 102
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 2 1 0 15 0 52 4 2 16 4 10 16 47 3 0 3 4 12 4 43
split_gain=16.2173 2.66533 1.78164 1.22177 1.06706 0.797969 0.52942 0.542421 0.516012 0.478754 0.424249 0.381134 0.302047 0.420155 0.32045 0.29524 0.393903 0.221069 0.217529 0.208722 0.188431 0.182536 0.169089 0.185058 0.162774 0.159893 0.154957 0.313979 0.143208 0.143155
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.17025000000000004 0.40945500000000007 0.11474000000000002 0.077845000000000011 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 1.0000000180025095e-35 0.24564500000000003 0.14285500000000004 -0.14771999999999999 -0.55119499999999988 -0.38124499999999995 -0.039889999999999988 0.090100000000000013 1.0000000180025095e-35 0.18019500000000002 0.11658 -0.39518999999999993 0.08401500000000002 -0.14098499999999997 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 7 12 9 17 -6 -5 13 -1 -14 16 18 -4 -9 -16 -10 -15 23 -3 26 -25 -21 -28 -29 -13
right_child=1 2 8 11 10 -7 -8 15 20 -11 -12 29 14 21 19 -17 -18 -19 -20 24 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00093066669562283681 0.00078328207973294708 0.00033641347732958523 0.00048802447174933078 0.00075143733654035568 0.00072348217717280573 0.00053595952321379588 0.0009441927505394463 0.00083887378551814084 0.00019433447455228955 0.0002436896535537919 0.00042131312559886766 0.00053815660818721232 0.0008221643394297017 0.00052123811969682454 0.00094011949029713189 0.00078899366212605644 0.00044493945967666906 0.00027151707983484456 0.00065959012470652456 0.00083466782418944161 -4.5520148066548149e-05 0.00073586855620584059 0.00054454236573860863 0.00055315771724049202 0.00058678349041763468 0.00039188766559841584 0.00051746589090782933 0.0006000027790957806 0.00076949896393622692 0.00034009243635570299
leaf_weight=20 76 102 66 28 80 48 84 33 34 132 23 47 1177 39 26 106 28 25 123 106 20 25 34 39 20 60 21 20 459 20
leaf_count=20 76 102 66 28 80 48 84 33 34 132 23 47 1177 39 26 106 28 25 123 106 20 25 34 39 20 60 21 20 459 20
internal_value=0 0.000436867 0.000394057 0.000777294 0.000489597 0.000786162 0.000791413 0.000785588 0.000277479 0.000319124 0.000656008 0.000559321 0.000797567 0.000682599 0.000802847 0.000706566 0.00065908 0.000428544 0.000697516 0.000767976 0.000105499 0.000605078 0.00041666 0.000395028 0.000760826 0.000455418 0.00076657 0.000752134 0.000762422 0.000479033
internal_weight=0 691 615 2430 338 2335 2287 2203 277 223 103 95 1913 84 1829 290 184 91 156 652 54 64 235 201 626 99 606 500 479 67
internal_count=3121 691 615 2430 338 2335 2287 2203 277 223 103 95 1913 84 1829 290 184 91 156 652 54 64 235 201 626 99 606 500 479 67
is_linear=0
shrinkage=0.00196078


Tree=6169
num_leaves=31
num_cat=0
split_feature=1 12 2 1 47 12 1 15 11 15 2 150 0 4 10 2 10 4 14 4 3 15 0 4 483 47 16 15 48 151
split_gain=0.596238 0.179289 0.106663 0.106915 0.0804121 0.0756468 0.064868 0.0645274 0.0570291 0.102053 0.0843386 0.0639471 0.0583498 0.0546502 0.0543714 0.0858599 0.10243 0.0615462 0.0583858 0.117354 0.074496 0.0534899 0.0554191 0.0494141 0.0694773 0.0539025 0.084833 0.0632557 0.0836837 0.0548173
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.092390000000000014 0.077555000000000013 0.099815000000000015 0.16773500000000005 0.035560000000000008 1.0000000180025095e-35 -0.036009999999999993 0.081685000000000021 -0.091259999999999994 -0.13027499999999997 -0.14098499999999997 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.51164000000000009 -1.0000000180025095e-35 0.51164000000000009 0.149315 0.040760000000000005 0.11070500000000001 0.42642000000000008 0.085050000000000014 0.080455000000000013 -0.29154999999999992 -0.094329999999999983 0.088735000000000022 -0.082829999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 14 23 11 -10 -11 -3 -13 -14 15 16 -2 -16 19 20 -17 22 -12 25 -25 27 -27 28 -5 -29
right_child=6 5 -4 7 -6 -7 -8 -9 9 10 21 12 13 -15 17 18 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0070589992644378751 0.0021285546055878515 0.013484777743551172 -0.0008877004475586793 -0.0048479836061596877 0.012198893345581989 0.0066088389788043281 -0.0021022913810473101 0.0091247201295170405 0.0047395394680400695 0.016853992469259539 0.0040329513081815097 0.0032316845662605301 0.003915263482485898 0.0080892460059842058 -0.0039567608805373316 0.012762392759323123 0.0093193514106902665 0.0036282435504962568 0.0014516651930027932 -0.00064607172230766584 0.0041312867356464262 0.013319114796296858 0.010227064714910319 0.011308884748723359 0.0033284401986747982 0.0019547654453411023 0.0099241660332635932 0.0066353196824162179 0.0041903354493635038 0.0027709964490495627
leaf_weight=197 32 21 22 20 36 372 23 35 30 22 20 26 32 1589 20 20 52 23 122 22 20 34 52 24 20 22 34 58 21 100
leaf_count=197 32 21 22 20 36 372 23 35 30 22 20 26 32 1589 20 20 52 23 122 22 20 34 52 24 20 22 34 58 21 100
internal_value=0 0.0074934 0.00594399 0.00620907 0.00785315 0.00790859 0.00302229 0.00506215 0.00817338 0.00998918 0.0112196 0.00800138 0.00793147 0.00800685 0.00340128 0.00393091 0.00658 0.000100335 0.00272154 0.00522032 0.00844684 0.0100502 0.00850648 0.0045866 0.00768141 0.0040526 0.00679333 0.00328133 -0.000218601 0.00418955
internal_weight=0 2787 589 567 233 2198 334 334 1826 158 128 1668 1647 1621 311 268 84 43 184 62 40 106 72 299 44 255 56 199 41 158
internal_count=3121 2787 589 567 233 2198 334 334 1826 158 128 1668 1647 1621 311 268 84 43 184 62 40 106 72 299 44 255 56 199 41 158
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=31
num_cat=0
split_feature=1 1 155 15 157 1 49 474 2 15 4 4 12 15 51 43 43 0 15 2 12 4 159 483 151 16 4 4 42 484
split_gain=0.483572 0.100924 0.0815691 0.0781746 0.101307 0.0764985 0.0781422 0.0811302 0.0788298 0.0714291 0.148179 0.144038 0.0908948 0.0746023 0.109426 0.069396 0.0691425 0.0909001 0.0663141 0.0756852 0.0591218 0.0564898 0.0645198 0.0657268 0.0568676 0.0793086 0.0513634 0.0627674 0.0606669 0.0720726
threshold=0.10920500000000001 0.14262000000000002 0.10158500000000002 0.024640000000000006 -0.0091799999999999989 0.08864000000000001 -0.014169999999999999 0.105645 0.11177500000000001 -0.0063699999999999989 -0.17966999999999997 -0.012889999999999999 0.09202500000000001 -0.07490999999999999 -0.12463499999999998 0.084740000000000024 -0.016814999999999997 -0.23001499999999997 -0.41396999999999995 0.14285500000000004 0.094580000000000011 -0.029144999999999997 0.11208000000000001 -1.0000000180025095e-35 -0.085134999999999975 -0.015314999999999997 -0.0086549999999999978 -0.0043399999999999992 0.083425000000000013 0.073690000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 -5 9 16 8 -8 12 -11 -12 21 14 -14 -2 -7 -18 -3 -20 -15 -1 23 -23 25 -25 28 -28 -26 -30
right_child=1 18 -4 4 -6 6 7 -9 -10 10 11 -13 13 20 -16 -17 17 -19 19 -21 -22 22 -24 24 26 -27 27 -29 29 -31
leaf_value=0.010976623289964417 0.003596678319324708 0.0034892502612470151 0.010238648652607069 0.013679206009524374 0.0073647271457737452 0.0052279546950580328 0.006382939176018048 0.012370137544348837 0.00093818204787870249 0.0077636654034438663 -0.0034436250010912773 0.0056622324266323923 0.01333866804416175 -0.0011846599285490812 0.0059712613382125425 0.0081302751982081176 0.0037656406780730029 -0.0043513660350899125 0.003507213813718409 -0.0041281029412120179 0.0048085118048093334 0.010967083560979642 0.0020381278358399869 0.014629562255804954 0.0089524917558512895 0.0080104666968862353 0.010601350098994433 0.0067009369732760312 -0.00068850748337291438 0.0065622045640618756
leaf_weight=55 386 52 22 26 1115 82 234 20 30 82 32 38 24 20 126 37 37 22 20 37 93 59 20 23 22 85 51 216 29 26
leaf_count=55 386 52 22 26 1115 82 234 20 30 82 32 38 24 20 126 37 37 22 20 37 93 59 20 23 22 85 51 216 29 26
internal_value=0 0.003634 0.004302 0.00689168 0.00750862 0.00639805 0.00527399 0.00622942 0.00576422 0.0068753 0.00487888 0.00149955 0.00723273 0.00568823 0.00715005 0.00399323 0.00334958 0.00073896 0.000906839 -0.00144904 0.00374777 0.00792591 0.00760992 0.00782799 0.00741824 0.00942009 0.00678976 0.00744596 0.00451436 0.0027391
internal_weight=0 554 445 2567 1141 1426 425 284 264 1001 152 70 849 263 150 423 141 59 109 57 113 586 531 511 452 108 344 267 77 55
internal_count=3121 554 445 2567 1141 1426 425 284 264 1001 152 70 849 263 150 423 141 59 109 57 113 586 531 511 452 108 344 267 77 55
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 49 0 0 4 12 15 49 16 0 0 131 131 13 12 16 480 11 15 43 2 0 4 0
split_gain=0.400673 0.122646 0.0910605 0.0804701 0.0967785 0.0913904 0.0945645 0.072054 0.06283 0.0955904 0.0688041 0.0552208 0.0546098 0.0727333 0.0593989 0.0583458 0.0507296 0.0562088 0.0886854 0.0679635 0.0673504 0.0614436 0.0485104 0.0492545 0.084254 0.0879879 0.061265 0.0488169 0.0472625 0.0455815
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078654999999999989 0.12178000000000001 -0.026779999999999995 -0.062764999999999974 0.041630000000000007 1.0000000180025095e-35 0.099815000000000015 -1.0000000180025095e-35 0.005085000000000001 -0.16927999999999996 -0.071719999999999992 0.024095000000000002 0.096070000000000016 0.10548500000000001 -0.0025349999999999995 -0.081419999999999979 0.052820000000000013 -0.095389999999999989 1.0000000180025095e-35 0.085315000000000016 -0.11008499999999999 0.092365000000000017 -0.13843999999999998 -0.14098499999999997 -0.14051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 12 -8 10 -10 -5 22 13 15 -15 -7 17 19 -19 20 -2 -21 -3 27 25 -25 -27 -24 -29 -14
right_child=16 11 -4 4 -6 6 7 -9 9 -11 -12 -13 29 14 -16 -17 -18 18 -20 21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.00073286424512448523 0.003458773442902244 0.0019765675618228589 -0.00099311839216030561 0.0035151247801338084 0.011259107954370288 0.0051721764357912786 0.0066782013576647094 -0.00058587756365240139 0.01021056150039658 0.001899618373042153 -0.0019855482352746502 0.0053072258815675052 0.01237135339609307 0.012074735809117556 0.0060845965220787737 -0.0003936056675308425 -0.0009320936738004094 0.010457986860495547 0.0015770872864364226 0.006412321645445352 -0.00075581266083335637 0.0011067528530423131 0.0016291456297039986 0.002652820626333837 0.0132601593556846 0.012819369043292547 0.0072119757679424126 0.0027947748589213007 0.0066762497352832505 0.0073200454073958105
leaf_weight=23 65 22 26 59 26 104 22 36 25 31 37 372 23 25 49 23 40 23 22 58 91 35 20 31 29 27 70 32 1595 80
leaf_count=23 65 22 26 59 26 104 22 36 25 31 37 372 23 25 49 23 40 23 22 58 91 35 20 31 29 27 70 32 1595 80
internal_value=0 0.00607432 0.00479283 0.00506004 0.00530677 0.00500568 0.00586973 0.00216946 0.00294789 0.00560986 0.00139507 0.00641772 0.0065757 0.00561625 0.00810829 0.0041642 0.0024091 0.00286368 0.00611621 0.00227587 0.00100026 0.0044156 0.00664396 0.00670087 0.00839327 0.00729061 0.0087728 0.00653955 0.00659991 0.00844801
internal_weight=0 2787 589 563 540 514 362 58 152 56 96 2198 304 201 74 127 334 294 45 249 156 93 1826 1804 157 128 97 1647 1627 103
internal_count=3121 2787 589 563 540 514 362 58 152 56 96 2198 304 201 74 127 334 294 45 249 156 93 1826 1804 157 128 97 1647 1627 103
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 42 3 158 1420 13 0 52 15 147 400 403 10 15 160 48 484 1213 42 40 3 484 10 43 2 49
split_gain=0.337931 0.128063 0.0901141 0.0695174 0.0656393 0.0561056 0.0677223 0.0651291 0.0624103 0.0613045 0.104044 0.0606891 0.059987 0.0941261 0.0753646 0.0639556 0.0555611 0.0546407 0.050795 0.0507853 0.0588383 0.0502774 0.0816655 0.0534354 0.0481394 0.0480334 0.0544043 0.0560047 0.0805065 0.0619429
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.11457500000000002 -0.081054999999999974 0.07968500000000002 -0.023194999999999997 -0.06532499999999998 -0.067094999999999988 0.11639500000000001 0.083195000000000005 0.090830000000000008 -0.077004999999999976 -0.084119999999999986 -0.079859999999999987 0.084050000000000014 0.079055000000000014 0.12118000000000002 0.096415000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084709999999999994 -0.14847999999999997 0.093765000000000015 1.0000000180025095e-35 -0.077604999999999993 0.13622000000000004 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 18 7 -7 8 -6 -8 -11 -9 13 14 15 -10 -2 -14 -1 20 25 22 -16 -23 -19 26 27 -18 29 -29
right_child=3 -3 -4 -5 5 6 9 11 12 10 -12 -13 17 -15 21 -17 19 24 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00076480772778657943 -0.0017577354038038698 -0.00070741595365248172 0.001880656538571482 0.0069758412098703303 0.0081021389469970017 0.0070647880516261008 0.0056036735307425263 0.0077756858908105651 0.0051291302494380787 -0.0039277791726851355 0.0036296118390704841 0.0024031941414527271 0.0095759578049182895 -0.0017123228008858859 0.0063708110041368537 -0.0021776510030031208 0.00028748947668138369 0.0102297857332115 0.0058335665147751575 -0.002038218889385462 -0.0020366846370355536 0.0016973090404228842 -0.00037531464078806737 0.0056700960705472836 0.0058563632722671106 0.0078487742645666006 -0.00082251806743443017 0.0019671519691853421 0.0014188235287157889 0.0080708816538875312
leaf_weight=28 39 33 65 28 100 53 50 245 23 27 56 23 45 20 34 25 43 26 20 25 24 35 38 1036 787 20 36 23 54 60
leaf_count=28 39 33 65 28 100 53 50 245 23 27 56 23 45 20 34 25 43 26 20 25 24 35 38 1036 787 20 36 23 54 60
internal_value=0 0.00548487 0.00555956 0.00219539 0.00564909 0.00571615 0.00404207 0.00584392 0.0056622 0.00283753 0.00117118 0.00731461 0.00554427 0.00509104 0.00520529 0.00132352 0.00178226 0.00618397 0.00198451 0.00226668 0.00268062 0.0053683 0.00281036 0.00554027 0.00599623 0.00316034 0.00272623 0.00343598 0.00442419 0.00637949
internal_weight=0 2769 2736 352 2671 2623 186 2437 2169 133 83 268 2069 1211 1191 48 324 858 48 285 260 1143 72 1071 813 236 216 180 137 83
internal_count=3121 2769 2736 352 2671 2623 186 2437 2169 133 83 268 2069 1211 1191 48 324 858 48 285 260 1143 72 1071 813 236 216 180 137 83
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 15 4 3 4 2 14 13 1 34 151 150 4 12 13 31 15 10 4 15 160 159 43 151
split_gain=14.9682 2.55188 1.55521 1.18337 1.04239 0.809212 0.511243 0.47421 0.466942 0.405282 0.377664 0.351606 0.315573 0.316561 0.309916 0.281761 0.278927 0.27634 0.249118 0.240193 0.224085 0.218298 0.206989 0.24106 0.187897 0.274675 0.467977 0.187024 0.17213 0.153598
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.040760000000000005 0.40473500000000007 -0.15327499999999997 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 -0.077799999999999994 0.092845000000000025 -1.0000000180025095e-35 0.0039000000000000003 -0.086544999999999983 0.27834500000000006 0.08815000000000002 -1.0000000180025095e-35 -0.077289999999999984 -0.41942499999999994 -0.38124499999999995 -0.42529999999999996 -0.0040799999999999994 -0.081399999999999986 0.078675000000000009 -0.079109999999999986 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 7 11 10 -6 -9 12 15 -1 28 -5 21 17 -15 -17 -11 -20 -4 -13 -24 -19 27 -27 -26 -14 -3
right_child=1 2 6 14 8 -7 -8 9 -10 19 -12 22 13 16 -16 18 -18 24 20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0009505584197539562 0.00076092412047495657 0.00050571165942386084 0.00030395413488282452 0.00067471241340076691 0.00071582809548625633 0.00050578396991838768 0.00048569428907716217 0.00097714508261113235 0.00043536197179424858 0.00081964998688869738 0.00048172812952050761 0.00026393922013869767 0.00079351066062858567 0.00048656221524830541 0.00044504540724940524 0.00049095696872581665 0.00047764043332826275 0.00079869587888550494 0.0002152410772703532 0.00075932817796404398 0.00044767602945488177 3.0750883560554652e-05 0.00020780134230267768 -5.2899968923751287e-05 0.0006988966287356129 0.00033507482815241696 0.00071518382874322442 0.00079753772839538607 0.00071810959463540806 0.00037208842686548124
leaf_weight=27 76 40 22 37 74 48 37 44 33 442 22 32 379 20 58 33 20 99 52 596 23 23 25 30 321 20 33 96 168 191
leaf_count=27 76 40 22 37 74 48 37 44 33 442 22 32 379 20 58 33 20 99 52 596 23 23 25 30 321 20 33 96 168 191
internal_value=0 0.000421962 0.000380074 0.000749015 0.000469336 0.000757743 0.000271154 0.000763031 0.000629329 0.000792827 0.000736276 0.000238079 0.00074101 0.000736116 0.000534495 0.000294673 0.000705364 0.000713097 0.000348988 0.000785014 0.000286521 0.000164317 0.000138553 6.56006e-05 0.00072106 0.000704706 0.000571746 0.000721605 0.000770353 0.000395227
internal_weight=0 691 615 2430 338 2335 277 2287 107 1082 1205 240 1183 1156 95 153 609 589 108 1038 75 45 87 55 569 470 53 417 547 231
internal_count=3121 691 615 2430 338 2335 277 2287 107 1082 1205 240 1183 1156 95 153 609 589 108 1038 75 45 87 55 569 470 53 417 547 231
is_linear=0
shrinkage=0.00196078


Tree=6174
num_leaves=31
num_cat=0
split_feature=1 52 1 3 2 3 0 44 1 2 124 14 3 4 150 47 1 3 2 34 12 158 4 1 1 131 15 43 43 42
split_gain=13.9746 2.29687 1.40878 1.16535 1.05572 0.735644 0.518351 0.489949 0.475392 0.524662 0.380778 0.353811 0.34253 0.311822 0.296137 0.263367 0.2413 0.237628 0.229826 0.295783 0.226289 0.222505 0.206494 0.20519 0.199183 0.178113 0.16921 0.151357 0.147816 0.134962
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.065819999999999976 1.0000000180025095e-35 -0.022174999999999997 0.22582000000000002 0.094585000000000016 0.089625000000000024 0.13404500000000005 -1.0000000180025095e-35 0.076175000000000007 0.42240500000000009 0.033845000000000007 1.0000000180025095e-35 0.077555000000000013 0.15471500000000002 0.10732000000000001 0.13754500000000003 -1.0000000180025095e-35 0.079890000000000017 0.080150000000000013 0.41555500000000006 0.083345000000000016 0.11507500000000002 0.09055500000000001 0.095175000000000023 -0.00045499999999999995 0.042785000000000004 0.11457500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 6 5 24 11 12 9 15 -10 13 18 20 -12 17 -14 29 19 -4 -1 23 -21 -15 -3 -2 -13 -6 -22 -5
right_child=1 2 7 8 27 -7 -8 -9 10 -11 14 26 16 21 -16 -17 -18 -19 -20 22 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056644453709184467 0.00081120672026032705 0.00081409355004628499 0.00018888724185319082 0.00073496238455610953 0.000309578103911293 0.00038775257043289504 0.00044577069542293339 0.00055052243058367203 0.00044088455701436427 0.00048079338819518978 0.00069293030998704506 0.00096682563470593531 0.00022816498225587868 0.00067684673150999184 0.00046202656879084102 0.00089457573941330499 -7.2772374385785232e-05 0.0004951031743457505 0.00020508553827002692 0.00050859463366096963 0.00076990098598650925 0.00077968315966487202 0.00031085950253462348 0.0004999792159936738 0.00061716554698601272 0.00059883474188054942 0.00075289937315367855 0.00041821788910369412 0.00071677353988900089 0.00057930974654999432
leaf_weight=23 49 40 37 199 81 39 21 22 63 40 81 44 21 119 29 30 20 20 95 37 1406 61 45 32 39 22 21 126 235 24
leaf_count=23 49 40 37 199 81 39 21 22 63 40 81 44 21 119 29 30 20 20 95 37 1406 61 45 32 39 22 21 126 235 24
internal_value=0 0.000411852 0.000372513 0.000730883 0.000460083 0.000608098 0.000752175 0.000269769 0.000644926 0.000690518 0.000562438 0.00075549 0.000245548 0.000750563 0.000632056 0.000721246 8.13663e-05 0.000699848 0.000277003 0.000334416 0.000759586 0.000679739 0.000400081 0.000639365 0.000716876 0.000745401 0.000897711 0.000375707 0.000762293 0.000718211
internal_weight=0 673 602 2448 325 118 1962 277 486 313 173 1941 255 1876 110 273 41 243 214 119 1664 212 82 151 79 71 65 207 1641 223
internal_count=3121 673 602 2448 325 118 1962 277 486 313 173 1941 255 1876 110 273 41 243 214 119 1664 212 82 151 79 71 65 207 1641 223
is_linear=0
shrinkage=0.00196078


Tree=6175
num_leaves=31
num_cat=0
split_feature=4 2 3 106 3 14 39 13 4 3 49 0 157 48 4 157 149 42 42 4 42 3 12 13 1 13 1209 133 3 13
split_gain=0.394512 0.133007 0.101813 0.0706171 0.0612249 0.0568745 0.0643032 0.10399 0.0622336 0.100932 0.205416 0.0869917 0.0650431 0.0729906 0.0763405 0.056721 0.0566351 0.0551046 0.0518887 0.0537255 0.0499941 0.057661 0.0569309 0.0490678 0.0485014 0.0559924 0.0424716 0.0526571 0.0636036 0.0694135
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.42240500000000009 -0.23960999999999996 0.10076500000000001 0.27266500000000005 -0.059649999999999988 0.092670000000000016 -0.039339999999999993 -0.010949999999999998 -0.082819999999999991 0.093265000000000015 -0.51843499999999987 -0.07928499999999998 0.07770500000000001 0.11649000000000002 0.11066000000000001 -0.050494999999999991 0.088670000000000013 -0.0025099999999999996 0.095330000000000012 0.14871000000000004 0.096325000000000008 -0.019614999999999997 0.083050000000000013 -0.010614999999999998 0.096675000000000011 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 16 -1 7 8 12 11 -11 17 -7 14 -14 -16 20 18 19 -10 -2 22 -22 -8 -21 -26 27 -17 29 -29
right_child=4 -3 -4 -5 -6 6 23 -9 9 10 -12 -13 13 -15 15 26 -18 -19 -20 24 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.011427906712162353 0.0035377343817400704 -0.00029317837448395562 0.0021831913385540248 0.0014437527365742191 -0.001272932760632382 0.010299871752468623 0.0050570666123854208 0.012694133855402471 0.0021612025797367097 0.0075217158405174473 -0.0044864472068314046 -0.00045826625677623925 0.011876418102266533 0.002083119248439159 0.00131202164106071 0.00730862357513437 0.0073067859487815044 0.0029371029587293217 0.010682357422192583 0.0065017764929022328 0.0045531110250917467 -0.0023875246806120552 -0.0014550077544602878 -0.0011206199250591454 0.0063006516216514031 0.0029711689145187851 0.0083599105451073984 0.0010631445851741416 0.0096395603206474341 0.005809085335577311
leaf_weight=21 179 33 65 31 39 49 36 25 34 29 28 21 28 35 20 408 27 55 25 930 46 37 24 20 112 92 133 33 40 466
leaf_count=21 179 33 65 31 39 49 36 25 34 29 28 21 28 35 20 408 27 55 25 930 46 37 24 20 112 92 133 33 40 466
internal_value=0 0.00601751 0.00609362 0.00618879 0.00246329 0.0062445 0.00620294 0.00627618 0.00621297 0.00573955 0.00162297 0.00592445 0.00673092 0.00658055 0.00672009 0.00658884 0.00292882 0.00603185 0.00617453 0.00607804 0.00251552 0.000805463 0.00249318 0.00285075 0.00619548 0.00479912 0.00668656 0.00645155 0.00580278 0.00549523
internal_weight=0 2769 2736 2671 352 2640 2619 2563 2538 1326 57 1269 1212 1163 1128 1100 313 1248 1193 1168 286 107 70 56 1134 204 1080 947 539 499
internal_count=3121 2769 2736 2671 352 2640 2619 2563 2538 1326 57 1269 1212 1163 1128 1100 313 1248 1193 1168 286 107 70 56 1134 204 1080 947 539 499
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 2 4 49 1 50 40 1 1 52 1 2 1 52 12 1 2 16 4 1
split_gain=28.8633 4.51965 2.41932 2.25643 1.53122 1.47691 1.0447 0.915496 0.8818 0.759085 0.691837 0.636477 0.462826 0.451113 0.301871 0.298597 0.225546 0.223095 0.211888 0.210613 0.207158 0.369331 0.198602 0.177174 0.162836 0.162388 0.161687 0.144421 0.135931 0.133083
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10497000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.062539999999999984 -0.054984999999999992 0.090540000000000023 0.041865000000000006 -0.077714999999999992 0.12958500000000003 0.13075500000000004 -0.56176499999999996 0.089770000000000016 0.10613000000000002 0.13265500000000002 -0.16675999999999999 0.095780000000000018 0.122715 0.11411 -0.016164999999999995 0.015030000000000002 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 9 17 11 -4 14 -10 -2 -1 29 -3 -8 26 -13 24 27 -14 -11 -21 -15 -5 -22 -26 -6
right_child=1 4 10 18 15 -7 8 -9 12 23 -12 19 22 25 -16 -17 -18 -19 -20 20 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0006768551081797711 0.00028282589444260207 3.8792523206112377e-05 0.00054152256475101972 0.00033116488379228903 -0.00016666216549880066 0.00029168530330031479 0.00056008347994921835 0.00025823499993695055 0.00038006926733228909 0.00066362830865032533 0.00019445998662716914 0.00072502119543765365 0.00011570182661787401 0.00061531232962129154 0.00060069771862926848 3.0426466542536317e-05 -0.0001514549352475168 0.00027968206579851758 -2.553987596792723e-05 0.00062053860425700122 0.00029012859836895005 0.00070594674816318586 -8.0238382720276518e-05 0.00087466939572992182 0.00058667873951319144 0.00042564592643333971 0.00011776150583512913 0.00050875281595062359 0.00049278127938992349 -0.00034956823993364681
leaf_weight=1092 23 46 34 21 65 48 24 24 24 20 63 45 147 100 245 26 50 20 24 443 26 20 23 65 221 21 39 21 81 20
leaf_count=1092 23 46 34 21 65 48 24 24 24 20 63 45 147 100 245 26 50 20 24 443 26 20 23 65 221 21 39 21 81 20
internal_value=0 0.000161081 0.000619578 0.000385566 4.60638e-05 0.000632098 0.00011237 0.000639193 0.000182017 0.000643205 0.000316111 0.000636162 0.000125177 0.000534547 0.0006629 -0.000153453 -6.02947e-05 0.000432628 0.000130169 0.000594448 0.000587212 0.000482777 8.91923e-05 0.000825013 0.000596604 0.000582395 0.000192453 0.000387812 0.000561494 -0.000209699
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 2194 194 144 1337 111 96 44 84 857 812 67 170 85 745 121 60 47 302 85
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 2194 194 144 1337 111 96 44 84 857 812 67 170 85 745 121 60 47 302 85
is_linear=0
shrinkage=0.00196078


Tree=6177
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 3 4 4 14 1 2 12 40 52 1 457 43 43 2 0 0 47 15 4 13 2 14 2 49
split_gain=33.2104 4.20369 3.44455 2.47928 2.07655 1.56004 1.30332 1.06436 1.06167 0.984857 0.910064 0.799654 0.707586 0.575665 0.548163 0.407698 0.342475 0.518126 0.311131 0.692525 0.345452 0.310892 0.306137 0.287101 0.281151 0.369614 0.277723 0.275952 0.275117 0.262108
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.30112000000000005 0.36766000000000004 0.40124500000000002 0.076175000000000007 0.092845000000000025 0.089885000000000007 -0.42850999999999995 -0.0061149999999999998 -0.56176499999999996 0.090540000000000023 0.080930000000000016 -0.016814999999999997 -0.070064999999999975 0.11177500000000001 -0.074479999999999977 -0.066089999999999996 0.091680000000000011 -0.033689999999999991 -0.0073899999999999999 -0.15078499999999997 0.15950500000000004 -0.41790499999999997 0.087675000000000017 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 5 9 7 13 22 11 -4 15 -8 -3 -13 -1 24 -18 20 -20 -2 -17 -5 -15 25 -16 -14 -9 -11 -12
right_child=1 6 10 8 -6 -7 12 27 -10 28 29 14 26 23 16 21 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011789042562186977 0.00035020126251266429 0.00048179179653200704 0.0010232091606429284 0.0012009749355978993 0.00070809520083055526 0.00075411135566856005 0.00045629231390277954 0.00058526776711013853 0.0006473143986143559 0.0014437254260377247 0.00075713225409515896 0.0012801746802995084 0.00021002796342914676 0.00091544749548374302 0.00085403725504875185 0.0011127216470327868 0.0010975050575592938 0.00069213430106692992 0.00098784157803776863 0.00059799050319408152 0.00062435238363711372 0.00086396918062513726 0.0009728431427369074 0.00061772405991659441 0.0010397380823933015 0.0011264268702867956 -6.7337262400529971e-05 0.00033483602462376513 0.0012141688717174695 0.0005233995426519245
leaf_weight=1093 30 36 37 42 45 41 34 21 29 49 39 53 35 33 20 241 27 22 22 86 43 21 49 20 322 452 23 87 34 35
leaf_count=1093 30 36 37 42 45 41 34 21 29 49 39 53 35 33 20 241 27 22 22 86 43 21 49 20 322 452 23 87 34 35
internal_value=0 0.000593291 0.00110988 0.000755466 0.00112537 0.00113327 0.000424382 0.000514366 0.00097402 0.00113993 0.000772125 0.0011322 0.000231697 0.000673132 0.00108675 0.00116225 0.00107459 0.000915502 0.000610568 0.000677405 0.000511688 0.00109278 0.00107813 0.000803099 0.00108441 0.00111488 0.000100038 0.000383531 0.00134969 0.000646583
internal_weight=0 590 2531 301 2420 2375 289 197 120 2334 111 2251 92 89 896 1355 843 49 181 108 73 262 91 53 794 472 58 108 83 74
internal_count=3121 590 2531 301 2420 2375 289 197 120 2334 111 2251 92 89 896 1355 843 49 181 108 73 262 91 53 794 472 58 108 83 74
is_linear=0
shrinkage=0.00196078


Tree=6178
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 14 4 1 15 3 14 0 4 12 13 3 12 43 2 14 10 12 1212 40 124 4
split_gain=26.9175 4.53368 2.94433 2.13404 1.69173 1.35656 1.06487 0.800802 0.742549 0.7374 0.728979 0.56795 0.51846 0.454838 0.387646 0.793266 0.451557 0.384539 0.370017 0.364243 0.319034 0.232899 0.221462 0.283264 0.219234 0.213367 0.230504 0.205565 0.201873 0.199648
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.17025000000000004 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.024640000000000006 0.30112000000000005 -1.0000000180025095e-35 -0.13027499999999997 0.076415000000000025 0.091625000000000012 0.043850000000000007 -0.15713499999999997 0.085565000000000016 -0.080324999999999994 0.081685000000000021 0.096015000000000017 -0.38124499999999995 0.083785000000000012 0.040035000000000008 -1.0000000180025095e-35 -0.087394999999999987 -0.055319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 9 8 13 12 -6 -5 14 27 -1 16 -16 18 -17 -19 -20 -13 -11 -24 -9 26 -14 -4 -3 -21
right_child=1 2 7 11 10 -7 -8 24 -10 22 -12 21 25 -15 15 17 -18 19 20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011987410621012824 0.00099407640529108475 0.00069243094416893494 0.00046761047852198915 0.00092949111390264096 0.00092429267754379609 0.00066448605750243071 0.00058667118352186544 0.00021178083695179106 0.00028942503243516268 0.0013614848256111145 0.00056784002238190645 0.00067116386559353967 0.0010593654508522993 0.00027779150092658883 0.00067919326986506262 0.0010154774510391814 0.0010046775002613701 0.0011269817693108323 0.00072655317385194565 0.00076239081797852784 0.0010403972455099518 0.00042007637812810784 0.0012118295192199075 0.00093137590470267271 -4.6936806802656136e-05 0.0010187514757052424 0.001295081099724387 0.00069156483527930339 0.00049039060432082672 0.00092095672049415458
leaf_weight=27 74 21 26 28 71 48 24 34 132 20 32 49 58 22 57 639 23 31 33 34 20 20 45 20 20 951 22 40 201 299
leaf_count=27 74 21 26 28 71 48 24 34 132 20 32 49 58 22 57 639 23 31 33 34 20 20 45 20 20 951 22 40 201 299
internal_value=0 0.000536203 0.000479638 0.000978976 0.000605862 0.000990735 0.000997535 0.000329919 0.000382436 0.00100186 0.00081355 0.000693962 0.000994919 0.000521953 0.00096654 0.000961021 0.00077277 0.000975282 0.00100242 0.000923692 0.000844985 0.000598385 0.00118105 0.00112554 0.000115959 0.00102693 0.00112419 0.00060334 0.000509503 0.000904767
internal_weight=0 673 599 2448 325 2351 2303 274 220 2279 103 97 2194 88 1163 1136 80 1056 692 364 53 69 85 65 54 1031 80 66 222 333
internal_count=3121 673 599 2448 325 2351 2303 274 220 2279 103 97 2194 88 1163 1136 80 1056 692 364 53 69 85 65 54 1031 80 66 222 333
is_linear=0
shrinkage=0.00196078


Tree=6179
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 1 2 2 14 0 15 0 50 52 4 52 16 49 394 16 51 48 4 43 16 1 15
split_gain=14.7301 2.43383 1.41844 1.23955 0.886478 0.775678 0.586851 0.438717 0.415706 0.374375 0.386592 0.351674 0.355717 0.384268 0.339872 0.313915 0.278492 0.363524 0.226425 0.209504 0.208647 0.183717 0.181874 0.169732 0.159505 0.208295 0.155861 0.153925 0.154413 0.149129
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.40473500000000007 0.077845000000000011 -1.0000000180025095e-35 0.10045500000000002 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.086295000000000011 1.0000000180025095e-35 0.24564500000000003 0.12603000000000003 -0.14771999999999999 -0.054984999999999992 -0.079154999999999989 -0.039889999999999988 -0.086719999999999978 0.092475000000000016 -0.49013999999999996 -0.080324999999999994 0.0057500000000000008 0.11392000000000001 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 6 11 20 -5 -3 -11 12 13 -1 -14 29 17 19 23 -8 -6 -16 -15 -12 25 -23 -10 28 -25 -4
right_child=1 2 15 8 7 -7 16 -9 26 10 18 -13 14 22 21 -17 -18 -19 -20 -21 -22 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00093874896273893468 0.00081203931066043235 0.00033589310243825583 0.0002511243245181852 0.00078653947656311574 0.00052773214474904776 0.00056770163560834004 0.00086307259579430809 0.00046989323181233455 0.00056374045955324146 0.00070372241834349932 0.00026119606331143834 0.00096059444028221146 0.00085192612714341475 0.00054368737201469059 0.00061122074577153892 0.00044640901551927531 0.0008148668300021778 0.00048433172311738174 0.00061930174531500324 0.00068838269251373047 0.00075518488883972166 0.00088936166149346143 0.00075792864622438645 0.00046813602252305945 0.00069576337093523908 0.0007936916608527741 0.00035707320671017265 0.00055631395783359652 0.00033135887354280067 7.7098893147765422e-05
leaf_weight=20 76 101 78 28 20 48 34 47 47 26 21 78 1178 39 20 27 110 28 27 118 69 107 25 84 50 480 20 39 51 25
leaf_count=20 76 101 78 28 20 48 34 47 47 26 21 78 1178 39 20 27 110 28 27 118 69 107 25 84 50 480 20 39 51 25
internal_value=0 0.00048101 0.000440102 0.000805452 0.000488855 0.000814385 0.000819562 0.000623143 0.000585899 0.000436525 0.000477508 0.000831532 0.000826286 0.000701512 0.000831997 0.000258217 0.000737139 0.000689638 0.000451015 0.000727458 0.000704072 0.000796265 0.000627375 0.000427713 0.000802075 0.000811131 0.000502049 0.00044781 0.000416465 0.000208885
internal_weight=0 691 615 2430 485 2335 2287 136 95 349 248 1997 1919 84 1835 130 290 180 222 152 89 657 64 195 637 587 67 174 135 103
internal_count=3121 691 615 2430 485 2335 2287 136 95 349 248 1997 1919 84 1835 130 290 180 222 152 89 657 64 195 637 587 67 174 135 103
is_linear=0
shrinkage=0.00196078


Tree=6180
num_leaves=31
num_cat=0
split_feature=1 4 155 157 0 3 12 12 1 13 14 3 15 4 49 49 484 484 484 51 13 133 48 0 13 4 10 51 15 0
split_gain=0.707935 0.176043 0.107822 0.0985213 0.0926215 0.0764166 0.108212 0.0683401 0.066658 0.17482 0.0632798 0.0702755 0.0681815 0.0629289 0.104971 0.0622052 0.0653747 0.104216 0.0990485 0.122615 0.0600331 0.0690015 0.0657459 0.0748941 0.0559775 0.0557675 0.0544751 0.0582001 0.0735519 0.12876
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.18019500000000002 -0.13309499999999996 0.10124000000000001 0.093965000000000007 0.14699000000000004 -0.11122999999999998 0.062655000000000016 0.090900000000000009 0.094035000000000007 -0.031404999999999995 0.005085000000000001 0.11560500000000001 0.088375000000000009 0.091880000000000003 0.085595000000000018 -0.085989999999999997 -0.28558999999999996 0.085635000000000003 0.10990500000000002 -0.13843999999999998 -0.42195999999999995 -0.015039999999999998 -0.0026549999999999994 -0.025069999999999999 -0.036009999999999993 -0.070889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 -3 8 -4 -7 -10 11 15 -12 -13 -15 16 18 -18 26 -20 24 22 23 -22 -5 -23 -1 -28 29 -29
right_child=1 5 7 20 -6 6 -8 -9 9 -11 12 13 -14 14 -16 -17 17 -19 19 -21 21 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.004547638450416603 -0.0014387413407530405 0.0058453499941554452 0.014699601344764232 0.0057656760858234898 0.0026422207083167705 0.0035756685365513382 -0.0049492922844365239 0.0076240720996243322 0.0048522338196635255 -0.0076912182857631715 0.013120164659551597 0.0079976153989823971 0.0074236737317679566 7.0279860602957871e-05 0.0090133262487749263 0.0061154102586566984 0.017254947815090418 0.0094579850687296144 -0.0018670559417278993 0.0079668214937555614 0.0026054866831853162 0.0069105400158150591 0.011727653744164854 0.0077639418764242022 -0.00021483815307247231 0.0013097158435266465 0.010013188862416176 0.0076994955522910608 0.0087346927418275461 0.0012010950496363821
leaf_weight=35 20 70 20 34 29 182 20 43 25 20 55 65 34 35 21 117 20 120 21 32 36 32 30 129 29 40 231 401 1142 33
leaf_count=35 20 70 20 34 29 182 20 43 25 20 55 65 34 35 21 117 20 120 21 32 36 32 30 129 29 40 231 401 1142 33
internal_value=0 0.00470137 0.00606188 0.00537637 0.00825926 0.00292884 0.0021023 0.00987027 0.00272358 -0.000722634 0.00832822 0.0082258 0.010944 0.00588086 0.00342392 0.00835765 0.00848656 0.0105718 0.00833251 0.00407038 0.00578941 0.00644458 0.00742141 0.00663846 0.00301274 0.00379897 0.00845514 0.00853082 0.00831355 0.00720538
internal_weight=0 730 413 350 2391 317 247 63 227 45 2362 2273 89 121 56 2152 2035 140 1895 53 330 267 195 165 63 72 1842 1807 1576 434
internal_count=3121 730 413 350 2391 317 247 63 227 45 2362 2273 89 121 56 2152 2035 140 1895 53 330 267 195 165 63 72 1842 1807 1576 434
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=31
num_cat=0
split_feature=1 4 1 4 2 52 148 51 457 13 376 14 16 4 12 159 43 43 151 43 4 14 13 2 48 16 16 157 51 16
split_gain=0.57871 0.111421 0.0818799 0.0962756 0.0818549 0.0696079 0.0631254 0.0622867 0.0608802 0.0684984 0.0763274 0.057081 0.100399 0.0622499 0.109376 0.0978208 0.0776594 0.0763231 0.0562615 0.0592781 0.0541862 0.0540136 0.0533871 0.053225 0.0514312 0.0511971 0.0493961 0.0482745 0.0545283 0.0561651
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.16363499999999997 0.13501500000000002 0.51358000000000004 -0.066239999999999979 -0.047599999999999996 -0.083804999999999977 -0.28558999999999996 0.080200000000000007 -0.42495999999999995 -0.16927999999999996 0.50996500000000011 0.10016000000000001 0.10600500000000002 -0.0064299999999999991 -0.04890499999999999 -0.086944999999999981 -0.082144999999999982 0.51303500000000013 0.062655000000000016 -0.078279999999999975 0.11682500000000001 0.10990500000000002 0.13751500000000003 -0.0068949999999999992 -0.48214999999999997 0.11548000000000001 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 7 21 18 -2 -4 -8 -10 24 20 13 14 17 16 -15 -13 19 -5 -3 27 -20 -19 -11 -6 -24 -1 29 -29
right_child=1 11 3 5 25 -7 8 -9 9 10 -12 12 -14 15 -16 -17 -18 23 22 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012419872509781271 -0.00025180719152558597 0.0071259519108003242 0.006965863645670871 0.0047730917166475028 0.00057534129462308357 0.010193965762205747 0.00054702404674819929 0.012780350043127935 0.0023830786774245404 0.0068404579716314449 0.0022847034382603823 -0.0021821314287640585 -0.005222506085410715 0.0033793259270940772 -0.0056924455397000372 -0.00054892748273138346 0.010768296649679543 0.0083480575432380039 0.0079956073057362628 -0.0028339257976040247 0.001219125275500119 0.010116776414742207 0.0054265170553288262 0.001908027126707814 0.011363478894195249 0.0071587669363777562 0.0015082836715861205 0.0078379611355141685 0.0047795566083449455 0.0064868184070311198
leaf_weight=20 20 41 58 21 27 23 22 27 42 133 31 26 20 33 22 29 25 21 49 20 25 84 102 33 31 21 47 1616 72 380
leaf_count=20 20 41 58 21 27 23 22 27 42 133 31 26 20 33 22 29 25 21 49 20 25 84 102 33 31 21 47 1616 72 380
internal_value=0 0.00375319 0.00731696 0.00588843 0.00754024 0.00493968 0.00516116 0.00881282 0.00557914 0.00604626 0.00683525 0.00232474 0.00151512 0.0022281 0.000552009 0.00419318 0.00656423 0.00226923 0.00443404 0.00106235 0.00488852 0.00763051 0.00513222 0.00441248 0.00769542 0.00345559 0.00419056 0.00753049 0.0074832 0.00758073
internal_weight=0 554 2567 347 2220 262 279 85 259 237 195 275 209 189 102 87 58 80 239 41 66 2172 198 54 164 48 149 2088 2068 1996
internal_count=3121 554 2567 347 2220 262 279 85 259 237 195 275 209 189 102 87 58 80 239 41 66 2172 198 54 164 48 149 2088 2068 1996
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=31
num_cat=0
split_feature=1 2 48 123 97 33 4 3 11 48 3 132 2 151 13 15 4 475 13 52 124 34 130 2 1420 16 475 1429 133 14
split_gain=0.475417 0.151241 0.0920746 0.0921447 0.0798114 0.0736382 0.0690483 0.0607499 0.117267 0.0602108 0.0596726 0.0681178 0.0586699 0.0819956 0.0572608 0.0570743 0.100165 0.0550905 0.0507495 0.0616324 0.0489773 0.0731526 0.0826934 0.0517657 0.0440959 0.0695602 0.0845846 0.0818549 0.183907 0.07548
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.083924999999999986 0.083840000000000012 -0.49405499999999997 -0.10217499999999997 0.078065000000000009 0.081805000000000017 0.30112000000000005 0.10365500000000001 -0.0091949999999999983 -0.029339999999999995 -0.090639999999999984 -0.41396999999999995 0.27834500000000006 -0.072374999999999981 -0.064619999999999983 -0.067494999999999986 0.0049200000000000008 -0.038779999999999995 -0.0060099999999999989 0.13622000000000004 -0.023194999999999997 0.19444000000000003 -0.091889999999999986 0.084770000000000012 0.085265000000000021 0.087740000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 12 17 8 -8 -5 20 15 13 -6 -9 -12 -17 -3 19 -16 21 -2 -23 -24 -14 27 -27 29 -29 -26
right_child=10 2 -4 9 5 -7 7 14 -10 -11 11 -13 24 -15 18 16 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0019607903901487588 -0.00068425350416932381 0.0058657780879487597 -0.0015976274944841864 -0.0014026486380316783 -0.00045466211964734476 0.012544301119835481 -0.0011627532834282671 0.0029580085212364791 0.0062911884626373656 0.005147175151854754 0.0027738265587355605 0.0044727922334069654 0.0093262301141803627 0.0069591158309153149 0.005428174766711891 0.00077869656938128176 -0.0087159830730524843 0.011926058262276154 0.0055396102311093395 0.01044945613057776 -0.00071787694846366156 -0.00032044855660983714 0.0069361401359109495 0.0031242231152167448 0.0070837161309322168 0.010660787991115027 0.0038134132743380179 -0.0016116553458713871 0.0085763202111765347 0.012730692536570132
leaf_weight=33 31 30 20 32 26 23 39 60 46 25 22 28 75 35 44 25 20 30 248 55 27 29 95 57 1722 21 128 34 37 24
leaf_count=33 31 30 20 32 26 23 39 60 46 25 22 28 75 35 44 25 20 30 248 55 27 29 95 57 1722 21 128 34 37 24
internal_value=0 0.00644319 0.00507871 0.00529796 0.0068409 0.00691668 0.00569324 0.00530266 0.00287114 0.00147008 0.00245071 0.000330633 0.00685511 0.00379914 0.00581048 -0.00140042 -0.00344116 0.00889592 0.0063037 0.00821778 0.00329342 0.00380429 0.00457304 0.00550667 0.00694644 0.00685565 0.00477848 0.00702599 0.00369757 0.00716134
internal_weight=0 2787 629 609 2158 2125 552 492 85 57 334 95 2102 61 407 67 45 60 347 99 239 212 181 152 2041 1966 149 1817 71 1746
internal_count=3121 2787 629 609 2158 2125 552 492 85 57 334 95 2102 61 407 67 45 60 347 99 239 212 181 152 2041 1966 149 1817 71 1746
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 44 14 2 4 2 1 4 1 0 0 14 11 47 160 131 3 4 3 49 3 52 13 3
split_gain=25.1759 4.56002 2.65526 1.83363 1.62568 1.40195 1.02257 0.791623 0.718455 0.66211 0.625245 0.58738 0.462525 0.414239 0.349407 0.365445 0.261573 0.25701 0.241634 0.232306 0.216328 0.212606 0.203235 0.206978 0.193252 0.186615 0.182755 0.166659 0.188047 0.162199
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.094585000000000016 0.062655000000000016 0.14285500000000004 0.40473500000000007 0.092235000000000025 0.09253500000000002 0.40945500000000007 0.087135000000000004 -0.23001499999999997 0.18019500000000002 0.096015000000000017 1.0000000180025095e-35 0.090100000000000013 -0.067824999999999983 0.091440000000000007 -0.11171999999999999 -0.0073899999999999999 -0.016324999999999996 -0.053364999999999996 1.0000000180025095e-35 0.039215000000000007 -0.070999999999999994 0.20828500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 19 6 8 9 11 13 -6 14 -5 -4 -1 -16 18 -10 22 26 -15 -2 -13 -24 -22 -14 -3 28 -25 -28
right_child=1 2 7 12 10 -7 -8 -9 17 -11 -12 16 25 20 15 -17 -18 -19 -20 -21 24 -23 23 27 -26 -27 29 -29 -30 -31
leaf_value=0.0010289129264889187 0.001068448740650799 0.00042901320588670998 0.00054167902035519094 0.00089360945047048 0.00091457862866843348 0.00065273310541360966 0.00058868823126354106 0.00070307653716063115 0.0012400523287925795 0.00019335417600254779 0.0005844605420076964 0.00075996069030629266 0.00070839302556324995 0.0004956353678236883 0.00070345881376780706 0.00097513489317464211 0.00072040884372066047 0.0010005311431740623 0.0010724901462408735 0.00066852029139066445 0.00040511343444251459 0.0008317906102713416 0.00097805042670163849 0.00096065086593814916 0.00020091111517689074 0.00049428413196248358 0.00061521181739971806 0.00095930270168905949 0.00081432466950059662 0.0004456308849301993
leaf_weight=1088 54 98 51 34 71 48 24 22 61 102 32 24 34 22 20 395 20 24 55 32 28 20 318 50 49 29 57 120 104 35
leaf_count=1088 54 98 51 34 71 48 24 22 61 102 32 24 34 22 20 395 20 24 55 32 28 20 318 50 49 29 57 120 104 35
internal_value=0 0.000545286 0.000488556 0.000973495 0.000608424 0.000984395 0.000991308 0.000346377 0.000995548 0.000315236 0.000812018 0.000988695 0.000709302 0.000398116 0.00101045 0.000962042 0.000941379 0.00117242 0.000947965 0.000513964 0.00032416 0.00100449 0.000936847 0.000944018 0.000275167 0.000609835 0.000487934 0.000904521 0.000861833 0.000550697
internal_weight=0 673 599 2448 325 2351 2303 274 2279 252 103 2194 97 150 1503 415 691 85 671 222 99 74 616 592 77 63 190 274 154 92
internal_count=3121 673 599 2448 325 2351 2303 274 2279 252 103 2194 97 150 1503 415 691 85 671 222 99 74 616 592 77 63 190 274 154 92
is_linear=0
shrinkage=0.00196078


Tree=6184
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 49 1 43 4 16 16 4 51 4 50 4 3 2 4 16 11 484 15 12 16 48 16
split_gain=0.477747 0.150163 0.0951498 0.0966732 0.0797721 0.092728 0.102108 0.0853367 0.0670762 0.0736524 0.0656894 0.064517 0.0569289 0.137098 0.146003 0.0657115 0.0692325 0.0737537 0.0565947 0.0508053 0.089168 0.0777868 0.085402 0.0622659 0.0697937 0.0684217 0.0563961 0.0721279 0.0492694 0.104058
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 0.087740000000000012 -0.078139999999999973 0.11924500000000002 -0.14847999999999997 -0.026779999999999995 0.11039500000000001 -0.11720999999999999 0.053180000000000012 -0.39185999999999993 -0.15012499999999998 0.51303500000000013 -0.064959999999999976 -0.04890499999999999 0.11768500000000003 1.0000000180025095e-35 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 0.13751500000000003 0.080455000000000013 -0.011854999999999999 0.040760000000000005 0.090020000000000017 0.62925500000000012 -0.024949999999999996 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 -7 -8 -10 -5 19 -2 -14 15 -15 -17 -18 -12 20 -3 22 -21 24 -22 26 -25 -28 -9 -30
right_child=12 11 -4 4 -6 6 8 28 9 -11 18 -13 13 14 -16 16 17 -19 -20 21 23 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.00098843941940804543 0.00099042620376816812 0.0141614278850074 -0.001340936403721571 0.0066469977113107846 0.011673593875907717 0.0014940196722745896 0.0066079165225986537 0.0039188853625091724 -0.0041338775400072336 0.0044482212699949748 0.0035297272832221574 0.0055086700239734094 0.011266393032634542 0.0064837655554332869 -0.0047087631051671575 0.0056866216134013881 -0.0027110986903102863 0.0047459738190463261 -0.001357743663097746 -0.0015788350968664003 0.008623704174533486 0.0070768265024858633 0.0065678271855558121 0.0034897361374036833 0.00026944281940814106 0.014345933692529797 0.013007778120789163 0.0061221641532029029 0.012368994684505237 0.0070709515989396026
leaf_weight=23 140 26 22 45 21 25 27 32 20 20 84 286 21 58 23 35 36 21 33 22 20 1690 31 22 20 20 29 32 46 191
leaf_count=23 140 26 22 45 21 25 27 32 20 20 84 286 21 58 23 35 36 21 33 22 20 1690 31 22 20 20 29 32 46 191
internal_value=0 0.00652952 0.00511154 0.0053619 0.00563039 0.00538774 0.00627973 0.00708259 0.00275673 0.000157172 0.00340004 0.0069095 0.00252727 0.00363633 0.00271014 0.00384771 0.00218584 3.62438e-05 0.00215121 0.00711903 0.00877448 0.00695852 0.00318619 0.00779504 0.00444657 0.00909541 0.00783023 0.00939565 0.00760197 0.00809926
internal_weight=0 2787 589 567 544 523 361 294 67 40 162 2198 334 194 173 150 92 57 117 1912 169 1743 53 143 40 103 83 61 269 237
internal_count=3121 2787 589 567 544 523 361 294 67 40 162 2198 334 194 173 150 92 57 117 1912 169 1743 53 143 40 103 83 61 269 237
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=31
num_cat=0
split_feature=1 2 16 52 129 15 2 30 33 11 52 2 150 3 13 52 15 124 34 2 1 1 1424 158 15 455 4 11 41 0
split_gain=0.386975 0.127709 0.0768171 0.138137 0.0959987 0.0704782 0.0701991 0.0671298 0.0838574 0.0668817 0.0641465 0.0627546 0.0651633 0.0512622 0.0596386 0.0509631 0.0469901 0.0432658 0.0586302 0.0651557 0.0474448 0.0502279 0.0428546 0.0427874 0.0506564 0.0504558 0.0461312 0.143244 0.0827831 0.0864427
threshold=0.12000500000000001 0.10252500000000002 0.40020000000000006 0.039215000000000007 0.089245000000000005 -0.07490999999999999 0.13404500000000005 0.086065000000000016 0.083840000000000012 0.090070000000000025 0.10263500000000002 -0.0091949999999999983 1.0000000180025095e-35 0.30112000000000005 -0.47860499999999995 -0.56176499999999996 -0.03241999999999999 0.0049200000000000008 -0.038779999999999995 0.11510000000000002 0.12577000000000002 0.13436000000000001 1.0000000180025095e-35 0.085410000000000014 -0.095244999999999982 0.08729000000000002 -0.082249999999999976 0.082485000000000017 0.07831500000000001 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -4 10 8 11 15 -5 12 -1 17 -15 -7 -17 18 -2 -20 -21 -22 23 25 -25 26 27 28 29 -13
right_child=13 2 5 6 -6 9 -8 -9 -10 -11 -12 22 -14 14 -16 16 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0056283727346453823 -0.00048260833136737347 0.0031337731410233448 0.01157627296431557 0.010867970105370179 -0.0038863673318354861 0.0088779449749771238 0.0012312217319655854 0.0014632091030542709 0.012184765860244322 0.0093823731281898089 0.0058928709726037308 0.0066254047337601296 -0.00096269663190469152 0.0024004773723260899 -0.0026928209592230047 0.0050294182872109607 0.00024806045206083406 -0.00071454708533430543 0.0065584483510368347 -0.0015888514174591927 0.0072921495350008764 0.0021117058647491158 0.01083089949651843 0.011411856535461642 0.006997431926092138 0.011014372101497083 0.0057691762530794576 -0.00064571060938760643 0.012649768580579097 0.012791717859605948
leaf_weight=40 31 269 23 34 21 21 24 29 24 36 109 431 24 56 39 61 31 27 72 21 27 61 21 31 161 21 1301 24 27 24
leaf_count=40 31 269 23 34 21 21 24 29 24 36 109 431 24 56 39 61 31 27 72 21 27 61 21 31 161 21 1301 24 27 24
internal_value=0 0.00587657 0.00462273 0.00394476 0.00262542 0.00642408 0.00623583 0.00624203 0.00630712 0.00562877 0.00707576 0.00624011 0.00315672 0.00227454 0.000309544 0.00443293 0.00341831 0.00305561 0.00353577 0.004224 0.00268198 0.00370116 0.0063368 0.00629008 0.00771018 0.00614092 0.00608428 0.00689446 0.00726991 0.00695066
internal_weight=0 2787 629 457 290 172 167 2158 2129 149 143 2105 64 334 95 113 92 239 212 181 109 88 2041 2020 192 1828 1807 506 482 455
internal_count=3121 2787 629 457 290 172 167 2158 2129 149 143 2105 64 334 95 113 92 239 212 181 109 88 2041 2020 192 1828 1807 506 482 455
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 1 12 123 2 3 2 14 3 132 457 1 4 3 2 34 4 52 47 3 43 4 0 13 2 4
split_gain=15.036 2.46352 1.46423 1.13376 0.898547 0.659721 0.490793 0.450061 0.482851 0.410292 0.401502 0.389544 0.383639 0.290005 0.257781 0.219238 0.189146 0.187986 0.181468 0.294836 0.176843 0.163818 0.163224 0.147121 0.143945 0.14062 0.14504 0.140135 0.139674 0.135275
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.098630000000000009 0.089410000000000003 0.089625000000000024 0.085885000000000017 1.0000000180025095e-35 0.14122000000000004 0.31370500000000007 0.11474000000000002 0.062655000000000016 0.12745000000000004 0.10365500000000001 0.080930000000000016 0.14754500000000001 -0.078439999999999996 -0.015584999999999998 0.13501500000000002 -1.0000000180025095e-35 0.038415000000000012 0.0031350000000000002 0.090100000000000013 0.090900000000000009 -0.04890499999999999 -0.55119499999999988 -0.084144999999999984 -0.08971999999999998 0.088745000000000004 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 11 17 8 14 12 -6 16 18 15 20 -11 25 -7 19 -4 -5 -22 -3 28 -19 -1 -27 -28 -18 -2
right_child=1 2 9 7 10 6 -8 -9 -10 13 -12 -13 -14 -15 -16 -17 23 24 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00095817577493847474 0.00080848359703725463 0.00036978704771184376 0.00019686370420985913 0.00073865475271199846 0.00068466616611854699 0.00041002977453504229 0.00073326117926583235 0.00045963677405831563 0.00047527864390101404 0.00016220995886981779 0.00038898707750965568 0.00091893289334026647 0.00048526014931346741 0.00032006765354466456 0.00050030522675442149 -8.9220981131873882e-05 0.00078675490688208047 0.00049238600344669143 0.00019018342158863772 0.00043267178324719093 0.00060037920637283338 0.00073786701198150565 0.00051718321408659659 0.00060782418648401895 0.00067773283590708358 0.00082955629700381343 0.00061062088637959719 0.00077924872600942171 0.00073480644938058966 0.00062939675244825339
leaf_weight=21 50 192 36 271 76 22 264 39 41 40 23 77 41 28 24 20 395 24 62 47 87 54 34 25 49 274 20 360 401 24
leaf_count=21 50 192 36 271 76 22 264 39 41 40 23 77 41 28 24 20 395 24 62 47 87 54 34 25 49 274 20 360 401 24
internal_value=0 0.000412883 0.000371186 0.000743808 0.000460199 0.000765615 0.000689771 0.000662157 0.000678715 0.000265604 0.000615973 0.000782925 0.000317794 0.000155294 0.000697845 7.83996e-05 0.000775925 0.000568914 0.000270442 0.000330394 0.000709353 0.000653034 0.000391962 0.000755933 0.000616797 0.00080024 0.000795169 0.000770374 0.000760585 0.000750401
internal_weight=0 673 599 2448 325 1932 359 516 477 274 99 1573 186 88 436 60 1496 95 145 83 412 141 226 821 73 675 654 380 796 74
internal_count=3121 673 599 2448 325 1932 359 516 477 274 99 1573 186 88 436 60 1496 95 145 83 412 141 226 821 73 675 654 380 796 74
is_linear=0
shrinkage=0.00196078


Tree=6187
num_leaves=31
num_cat=0
split_feature=1 3 0 14 0 1 4 2 0 15 456 16 49 133 16 0 11 52 15 15 11 10 3 16 16 43 1212 403 131 12
split_gain=0.3799 0.0992629 0.0866626 0.0706595 0.115968 0.0809366 0.0851443 0.0657721 0.0623884 0.0586239 0.0538064 0.0624387 0.142447 0.0720096 0.0622775 0.103807 0.0503668 0.0544651 0.0482337 0.0475035 0.06966 0.0470888 0.0455952 0.0527987 0.0686862 0.0476348 0.06144 0.0919667 0.0611661 0.0602987
threshold=0.10293500000000001 -0.034684999999999994 0.089620000000000019 -0.22253999999999999 -0.11173999999999999 0.14173500000000003 -0.17966999999999997 0.11018500000000002 0.18019500000000002 -0.46471999999999997 0.090345000000000009 -0.0094449999999999968 -0.052259999999999994 0.089200000000000015 -0.53943499999999989 -0.14920999999999998 0.090070000000000025 -0.037344999999999996 -0.070929999999999979 -0.41942499999999994 0.084110000000000004 -0.086389999999999981 0.10299500000000002 0.27776000000000006 -0.071359999999999993 0.0016850000000000001 -0.014129999999999998 0.50599500000000008 0.023795 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 4 -3 6 -5 19 21 -6 11 13 -13 14 -8 -16 18 -18 -9 -2 -21 -1 25 24 -24 26 27 29 -27 -23
right_child=1 2 -4 5 9 -7 10 16 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0012882961414288731 0.0015259287453123502 0.0118946573087236 -0.0037618119934839864 0.009065912544195141 0.0070563814805253691 -0.0010015436784669874 0.0012132304909362181 0.0029725890820845964 0.0014532215732695729 0.00047964184028167058 -0.0024074990950923945 0.0060885511635040699 -0.0043643623786920214 -0.00029978786129504444 0.011927009349607904 0.0043542747952810988 0.0094506823085248465 0.0020706335024442525 -0.0028380563424434515 0.0054826500528277113 0.010400524005495213 0.013228467694716528 0.0056025257610599517 0.0076755825019790801 -0.0025859314016997816 0.0050196566353995532 0.0063010394153748235 0.0039444685888156529 0.010111097242683172 0.0080858225000842495
leaf_weight=20 21 21 21 21 23 64 37 50 29 33 21 22 32 35 23 85 20 20 20 130 37 38 20 20 21 420 1703 32 25 57
leaf_count=20 21 21 21 21 23 64 37 50 29 33 21 22 32 35 23 85 20 20 20 130 37 38 20 20 21 420 1703 32 25 57
internal_value=0 0.00346422 0.00250631 0.00282197 0.00555731 0.00220249 0.00294546 0.00487216 0.00606317 0.0031808 0.00244142 0.00287658 -0.000105768 0.00377129 0.00475396 0.00596699 0.00292995 0.00576066 0.0013124 0.00600856 0.00657224 0.00611992 0.00616128 0.00346324 0.00140844 0.00623363 0.00645927 0.00858108 0.00530569 0.0101429
internal_weight=0 736 438 417 77 340 276 298 2385 56 255 234 54 180 145 108 110 40 70 188 167 2356 2336 61 41 2275 1830 127 445 95
internal_count=3121 736 438 417 77 340 276 298 2385 56 255 234 54 180 145 108 110 40 70 188 167 2356 2336 61 41 2275 1830 127 445 95
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 14 1 2 49 1 0 40 1 1 52 157 475 15 3 159 0 1 1420 1429 133
split_gain=23.6913 3.5981 2.11238 1.71629 1.52082 1.2273 0.853121 0.80306 0.822825 0.710876 0.633875 0.608135 0.541441 0.370996 0.301268 0.265903 0.251912 0.245548 0.244803 0.174673 0.17125 0.175558 0.201542 0.215037 0.244737 0.16895 0.166136 0.15922 0.204394 0.223886
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.09253500000000002 0.092235000000000025 -0.054984999999999992 0.087135000000000004 -0.12333499999999999 -0.078554999999999986 0.13436000000000001 0.16175000000000003 -0.16675999999999999 -0.41266499999999995 -0.08230999999999998 0.040760000000000005 -0.11171999999999999 0.082585000000000006 0.12113000000000002 0.12082500000000002 -0.080064999999999983 0.084770000000000012 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 16 -9 -10 12 -4 14 -2 27 -16 -3 -11 -6 -12 -14 -22 23 25 -25 -23 -15 -1 -29 -30
right_child=1 4 11 -5 18 -7 -8 8 9 17 19 -13 20 26 15 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0011864350344217491 0.00067602101862684644 0.00049307217086971714 0.00091723529106347613 0.00055162503982598033 0.00031708856518045553 0.00069084450704489948 0.00063987774013547717 0.00090216595265600412 0.00090625237016116872 0.0005432154901986628 0.0010173987099608662 0.00059184386092593199 0.0011071181361783267 0.00098755558206138779 0.00079992599709764213 0.00099460670313302369 0.0002917931585220684 0.00032276483883486926 8.1979665326095428e-05 0.0012269449629575058 0.0010592542740112956 0.00066246992943636257 0.00099510878719025306 0.00090809683957939326 0.0010319587837786695 0.00090329387876527767 0.00081527593026475083 0.0010460796589837971 0.0007820436517933225 0.0010215942254837821
leaf_weight=29 23 45 34 84 90 48 24 30 20 166 20 63 29 93 29 386 51 22 21 65 55 21 197 287 78 24 28 995 24 40
leaf_count=29 23 45 34 84 90 48 24 30 20 166 20 63 29 93 29 386 51 22 21 65 55 21 197 287 78 24 28 995 24 40
internal_value=0 0.00057407 0.000989462 0.000774366 0.000471447 0.00100116 0.00100763 0.000537528 0.000598591 0.000554806 0.0010115 0.000705899 0.00100507 0.000904298 0.00102595 0.000981003 0.000386143 0.000517418 0.000272609 0.00117764 0.000959637 0.000953177 0.000943565 0.000918799 0.000934566 0.000790909 0.000947689 0.0010431 0.00103917 0.000931763
internal_weight=0 673 2448 228 445 2351 2303 334 238 208 2279 97 2194 144 1503 415 96 188 111 85 691 662 607 410 365 45 121 1088 1059 64
internal_count=3121 673 2448 228 445 2351 2303 334 238 208 2279 97 2194 144 1503 415 96 188 111 85 691 662 607 410 365 45 121 1088 1059 64
is_linear=0
shrinkage=0.00196078


Tree=6189
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 2 4 1 4 0 15 150 50 1 4 0 3 2 47 47 475 3 4 3 15 16
split_gain=53.651 8.42152 5.00131 4.04661 3.06395 2.63083 1.72367 1.55157 1.6181 1.38628 1.2715 1.14346 0.901384 0.839103 0.701281 0.663792 0.644507 0.454211 0.444043 0.508438 0.501593 0.351392 0.335488 0.323215 0.31768 0.26657 0.265874 0.263123 0.248621 0.248342
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.14122000000000004 0.27834500000000006 0.092845000000000025 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.086295000000000011 0.083345000000000016 -0.55119499999999988 -0.07929499999999999 -0.12711499999999995 0.31358000000000003 0.093140000000000014 0.090100000000000013 -0.066784999999999983 -0.017889999999999996 -0.036839999999999991 1.0000000180025095e-35 0.050935000000000008 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 12 8 -4 15 -6 -5 13 14 -1 24 21 29 -15 -20 -21 -9 -19 27 -7 -10 -2 -3 -26 -14
right_child=1 2 7 11 10 9 -8 16 25 -11 -12 -13 17 18 -16 -17 -18 22 19 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0016484661886860749 0.0016064361006605859 0.00074857605241832373 0.00097979441115248617 0.0013937206975385254 0.0014120893504732067 0.0015919117653233185 0.0018462998891001039 0.00044750953852153364 0.00073066381977268441 0.0010511010749838332 0.00094881006801176507 0.0009554417705272927 0.0015428224303363973 0.001843894919013733 0.001238469169945451 0.0011329339480348143 0.00074380497496289583 0.0010576996126887843 0.0015905255704742386 0.0012859476676487288 0.0015312512547311866 0.00017719440341984705 0.0013855515975578158 0.0010322852726733567 0.0013956259544251684 0.00051312292115160483 0.00134352902515707 0.00089458480591664226 0.0015209543347244683 0.0013387055108041474
leaf_weight=23 50 98 66 37 69 53 79 64 32 41 34 60 75 23 53 27 22 20 1161 35 380 26 30 32 236 67 21 92 82 33
leaf_count=23 50 98 66 37 69 53 79 64 32 41 34 60 75 23 53 27 22 20 1161 35 380 26 30 32 236 67 21 92 82 33
internal_value=0 0.00088999 0.000814663 0.00151509 0.000979659 0.00153129 0.00156272 0.000621077 0.000741981 0.0013944 0.00125916 0.00112262 0.00155049 0.00156385 0.00136255 0.00142977 0.000442959 0.00140892 0.00157342 0.00156947 0.00151056 0.000369418 0.00125441 0.000849979 0.00145137 0.000583439 0.00152867 0.000819275 0.00142794 0.00148045
internal_weight=0 673 602 2448 325 2351 1912 277 165 439 103 97 1833 1675 76 398 112 158 1599 1576 415 90 50 222 371 99 71 190 318 108
internal_count=3121 673 602 2448 325 2351 1912 277 165 439 103 97 1833 1675 76 398 112 158 1599 1576 415 90 50 222 371 99 71 190 318 108
is_linear=0
shrinkage=0.00196078


Tree=6190
num_leaves=31
num_cat=0
split_feature=1 4 457 3 4 3 2 3 45 12 2 14 16 40 52 15 151 14 0 1 160 156 43 4 1455 16 0 12 4 0
split_gain=0.555197 0.129125 0.0820863 0.0755603 0.0676622 0.0673879 0.0608712 0.0543273 0.0607208 0.0559563 0.075301 0.0525138 0.09076 0.114946 0.0852411 0.0846695 0.0588192 0.0518113 0.0975221 0.171422 0.0889157 0.0558027 0.0618539 0.0494439 0.0601579 0.0631279 0.0585332 0.0704316 0.0599082 0.127792
threshold=0.10293500000000001 0.27287000000000006 0.079590000000000008 -0.07793499999999999 0.40124500000000002 0.63141500000000017 0.14122000000000004 0.10299500000000002 0.081955000000000014 0.11734000000000001 0.10527500000000002 -0.10708499999999999 -0.44310499999999992 -0.045684999999999996 -0.065544999999999978 -0.46471999999999997 0.050660000000000004 0.062655000000000016 -0.13027499999999997 0.082005000000000008 0.08443500000000001 0.085790000000000019 -0.089694999999999983 0.022185000000000003 0.068185000000000009 -0.16075999999999999 -0.097734999999999989 -0.086254999999999984 -0.42529999999999996 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 11 7 8 9 17 -11 14 16 -14 15 -3 -13 18 19 -1 -21 22 -19 26 25 -25 -20 -28 -29 -30
right_child=1 5 -4 -5 -6 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 21 23 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.010258384722259803 0.0081179009787660066 0.0063542573459689396 0.0019386310329926864 0.0050444109645788986 0.0019718562422150919 -0.0027912322920747102 0.003723821713711226 0.0044459423779527529 0.013037043388578154 0.0079795396242004178 0.0001245090815127301 0.0028072707386772068 -0.0072152324323542421 0.0023388551178333515 0.0082334581205783328 -0.0023232386600945823 0.0086266864463686952 0.012462409005428736 0.011684401755337604 -0.0018348673783133134 0.0051616025613979086 0.014755534399300814 0.0061325336843238848 0.0081925512010015411 0.010645023450769227 0.0044677342229092918 0.0030583521405545375 0.010320873941294849 0.0079148810001043544 0.00097655719663533906
leaf_weight=37 119 23 56 244 22 20 41 53 21 26 23 132 20 34 46 22 20 26 41 34 39 20 38 70 29 130 30 100 1578 27
leaf_count=37 119 23 56 244 22 20 41 53 21 26 23 132 20 34 46 22 20 26 41 34 39 20 38 70 29 130 30 100 1578 27
internal_value=0 0.00435012 0.00550222 0.00605197 0.00749199 0.00282732 0.00754338 0.00761082 0.00768475 0.00763475 0.00429248 0.00320568 0.00232189 -0.0011997 0.00520633 0.00211193 0.00357298 0.00770922 0.00761249 0.00471343 0.00190297 0.0101449 0.00870405 0.00777154 0.0063886 0.00577142 0.00794986 0.00786161 0.00794612 0.00779816
internal_weight=0 736 419 363 2385 317 2363 2322 2269 2248 49 297 206 54 91 45 152 2199 2115 110 73 84 64 2005 229 200 1776 1735 1705 1605
internal_count=3121 736 419 363 2385 317 2363 2322 2269 2248 49 297 206 54 91 45 152 2199 2115 110 73 84 64 2005 229 200 1776 1735 1705 1605
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=31
num_cat=0
split_feature=1 2 133 10 2 2 2 43 3 0 12 2 3 11 3 48 3 44 39 12 475 1 394 147 52 2 1 1456 1 1446
split_gain=0.449709 0.119537 0.0961629 0.103591 0.0905184 0.0714504 0.0792354 0.0663121 0.0696574 0.0600596 0.0559682 0.095301 0.0550406 0.0611722 0.0526705 0.0495447 0.0785163 0.0670458 0.0455043 0.0445749 0.043889 0.0480101 0.0990888 0.0677211 0.0646586 0.183923 0.0926252 0.0641125 0.0582526 0.0727455
threshold=0.10293500000000001 0.13622000000000004 0.089200000000000015 0.094860000000000014 -0.13033999999999998 -0.0050599999999999994 0.10444500000000002 -0.077604999999999993 0.11658 0.18019500000000002 -0.42850999999999995 0.31358000000000003 0.0022600000000000003 0.086595000000000019 -0.0063699999999999989 0.10168500000000001 -0.073309999999999986 1.0000000180025095e-35 -0.04725999999999999 0.092465000000000006 0.068270000000000011 0.080270000000000022 -0.079949999999999979 0.08598500000000002 0.11434500000000002 0.086675000000000016 0.07635500000000002 -0.071109999999999993 0.083835000000000007 0.096495000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -6 19 -8 12 15 -3 -12 13 -9 -4 17 -17 18 -1 -7 21 24 -23 27 26 -26 -20 -24 -29 -30
right_child=1 10 14 -5 5 6 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 20 -21 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.002610007434966974 0.01103239020199648 0.0066324768471531575 0.0029724460225501706 -4.802616151411914e-05 0.00069343201643222885 0.0094243848307027697 0.00090814042566555802 0.0013296940363943578 0.0029573591905873182 0.0022196945830665784 0.0021384504875347305 -0.0043905243036095739 0.010077699259189624 0.0071828761231077622 -0.0030716650276666601 0.0065695786818123231 0.0010599905575968717 0.01266818376374431 0.0072816962200512583 0.0059229379649170574 0.010269518733318699 0.00050304100848734383 0.010684442311223294 0.0022442775778472425 -0.0026687224414975695 0.0065654175965075947 0.012359058587635691 0.0023747152381795732 0.0063935787598071551 0.012274736640128223
leaf_weight=25 28 20 46 36 33 61 44 26 82 29 130 27 35 57 21 81 38 20 1242 90 38 30 37 37 24 213 37 34 478 22
leaf_count=25 28 20 46 36 33 61 44 26 82 29 130 27 35 57 21 81 38 20 1242 90 38 30 37 37 24 213 37 34 478 22
internal_value=0 0.00391511 0.00463223 0.00511624 0.00552395 0.00516358 0.00553704 0.00442286 0.00519609 0.00674279 0.0016503 0.00101563 0.00675183 0.00534935 0.00107802 0.00679846 0.00481021 0.00690423 0.00685223 0.00733743 0.00690061 0.00684118 0.00611343 0.00639026 0.00714745 0.00563031 0.00742858 0.00665891 0.00637999 0.00665235
internal_weight=0 736 559 492 456 428 395 244 200 2385 177 157 118 83 67 2356 119 2237 2217 151 2192 2154 638 608 1516 237 1279 571 534 500
internal_count=3121 736 559 492 456 428 395 244 200 2385 177 157 118 83 67 2356 119 2237 2217 151 2192 2154 638 608 1516 237 1279 571 534 500
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=31
num_cat=0
split_feature=4 3 2 12 3 457 15 3 16 0 34 12 52 151 158 1456 3 1 3 2 0 12 160 3 160 43 42 3 2 52
split_gain=0.365895 0.130702 0.104258 0.0671781 0.0649474 0.064302 0.0639617 0.065057 0.0629735 0.067423 0.0604994 0.0599209 0.0669562 0.0643072 0.0631038 0.0894087 0.0852172 0.0621187 0.108988 0.112761 0.0748309 0.0820107 0.0611381 0.0912238 0.135245 0.0567581 0.0564992 0.0872081 0.0620986 0.0805815
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 -0.010834999999999999 0.63141500000000017 0.26807500000000006 -0.14601999999999996 -0.0049599999999999991 0.13751500000000003 -0.066089999999999996 -0.06920999999999998 0.086305000000000007 0.51307000000000014 0.084350000000000008 0.112085 -0.090954999999999994 -0.084854999999999986 0.081315000000000012 -0.012939999999999998 0.08622500000000001 -0.14920999999999998 0.085955000000000018 -0.089549999999999991 -0.086049999999999988 -0.019279999999999995 -0.085254999999999984 0.083715000000000026 -0.086554999999999979 0.084055000000000005 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 11 -1 8 9 -8 -11 12 13 14 15 16 -5 20 19 -19 -17 22 25 26 -25 -22 28 -28 -24 -30
right_child=4 -3 -4 5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 17 -18 18 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0096260988818747673 0.0028142811522981074 0.0017165299681191509 -0.00072699493460316701 -0.0024094319843607085 -0.0030471388367004693 0.0014222958790404458 0.003553159172172725 0.0067984623118752131 0.0078161364022110193 0.0025234684918402873 -0.0049804629631001844 0.0058972988467456064 0.0012523519736714662 0.012001472733055171 0.012215475119989027 0.01274578910753397 0.0064288783042381215 0.0056184301537891418 0.0074111792196886773 -0.0020803915422099332 0.006336074277620625 0.012191892347552559 0.0099766347459272348 -0.00037825552340692439 0.0063934168539756591 0.012366130082817698 0.0076555203012604687 0.015764289705215821 0.009304701284362147 0.0022209888457187586
leaf_weight=21 345 74 23 20 20 28 84 54 21 21 22 1629 20 26 22 28 24 52 137 30 27 33 38 39 121 37 36 21 26 42
leaf_count=21 345 74 23 20 20 28 84 54 21 21 22 1629 20 26 22 28 24 52 137 30 27 33 38 39 121 37 36 21 26 42
internal_value=0 0.0058624 0.00597679 0.00603478 0.00249311 0.00618686 0.00437351 0.00382744 0.00274342 0.00190463 -0.00131575 0.00624226 0.00696362 0.00711411 0.00694076 0.00677754 0.00241146 0.00706556 0.00568529 0.00280179 0.00774029 0.00740659 0.00699855 0.00643906 0.00474282 0.0098222 0.00810408 0.010643 0.00673883 0.00492947
internal_weight=0 2756 2682 2659 365 2436 223 202 148 127 43 2408 779 759 733 711 44 667 219 82 448 420 387 323 160 64 163 57 106 68
internal_count=3121 2756 2682 2659 365 2436 223 202 148 127 43 2408 779 759 733 711 44 667 219 82 448 420 387 323 160 64 163 57 106 68
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 14 159 1 457 2 49 4 150 0 1 0 156 48 4 4 2 2 2 4 0 11 49 16 16
split_gain=14.147 2.05935 1.69633 1.28484 1.0088 0.659473 0.482525 0.474299 0.456786 0.37009 0.414337 0.279752 0.263783 0.326652 0.295405 0.255253 0.237626 0.26571 0.218032 0.217734 0.44362 0.194623 0.181607 0.266047 0.181059 0.179645 0.171842 0.200706 0.151926 0.143174
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.10045500000000002 0.13075500000000004 0.076175000000000007 0.082585000000000006 0.077845000000000011 0.080930000000000016 0.13501500000000002 -0.017229999999999999 0.00063500000000000004 0.09487000000000001 -0.11173999999999999 0.16175000000000003 -0.07929499999999999 -1.0000000180025095e-35 0.092065000000000022 -0.39518999999999993 -0.14098499999999997 0.14285500000000004 -1.0000000180025095e-35 0.10882500000000002 0.053180000000000012 -0.15202999999999997 0.084110000000000004 -1.0000000180025095e-35 -0.013324999999999998 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 6 26 12 21 -4 10 24 -2 14 25 -1 -7 -16 -18 19 -19 -21 22 -5 -24 29 -14 27 -3 -25 -6
right_child=1 5 8 7 9 15 -8 -9 -10 -11 -12 -13 13 -15 16 -17 17 18 -20 20 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00062761862558642449 0.00046890259196026986 0.00020711077954947566 0.00071620185147313513 0.00035724628996712711 0.00085094875865795755 0.00022648610771587886 0.00091972045367050021 0.00026217623875519029 0.00042658116762629076 0.00047047121542685309 0.00051032820080400883 0.00071897963375252964 0.00090785498749099526 0.00051000704881788662 0.00079231743140956493 9.5918590531629675e-06 0.00094809759800021875 0.00084919982750287853 0.00052724023244581086 0.00043494030760199415 0.00073598083666017388 0.00030273640442232626 0.00068554039034807689 0.00055714570594574109 0.00063795010971777271 0.00071464511210620374 0.00053013221701619288 0.00039751612039182481 0.0003478419651989551 0.00071369280221183476
leaf_weight=53 21 29 28 24 33 126 77 57 83 34 48 95 20 29 1069 25 22 57 20 20 319 21 34 30 117 247 24 80 24 255
leaf_count=53 21 29 28 24 33 126 77 57 83 34 48 95 20 29 1069 25 22 57 20 20 319 21 34 30 117 247 24 80 24 255
internal_value=0 0.000399498 0.000736659 0.000511099 0.00074753 0.000279253 0.000767625 0.000411823 0.000499639 0.000667772 0.00068258 0.000673707 0.000761315 0.000707651 0.000771497 0.000190576 0.000776557 0.000738091 0.000726985 0.000737073 0.00071822 0.000475957 0.000508436 0.00054967 0.000702995 0.000729118 0.00037993 0.000346858 0.000464122 0.00072942
internal_weight=0 590 2531 306 2420 284 1933 190 111 487 453 116 1856 296 1560 151 1507 438 416 396 339 133 112 88 405 267 133 109 54 288
internal_count=3121 590 2531 306 2420 284 1933 190 111 487 453 116 1856 296 1560 151 1507 438 416 396 339 133 112 88 405 267 133 109 54 288
is_linear=0
shrinkage=0.00196078


Tree=6194
num_leaves=31
num_cat=0
split_feature=1 2 48 123 9 123 10 4 48 3 12 1 51 49 16 52 3 160 4 52 4 1420 3 1429 160 16 51 11 4 48
split_gain=0.365615 0.118047 0.0770828 0.0644639 0.0582239 0.0591611 0.0588887 0.0561967 0.0540066 0.0523209 0.0699841 0.0447771 0.0437263 0.0705197 0.0621776 0.121745 0.140778 0.0772459 0.0620466 0.0571506 0.041952 0.0416628 0.0640614 0.0577798 0.0936519 0.0741344 0.0742835 0.077668 0.155715 0.0712842
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -1.0000000180025095e-35 0.083965000000000012 -0.084119999999999986 -0.50427999999999995 0.081805000000000017 0.31370500000000007 -0.42850999999999995 0.14173500000000003 -0.41109999999999997 0.10969000000000002 -0.0073349999999999986 -0.51296999999999993 -0.095524999999999985 -0.24438999999999997 -0.062539999999999984 -0.075329999999999994 -0.034939999999999992 -0.023194999999999997 -0.082094999999999987 0.084770000000000012 -0.080719999999999986 0.19444000000000003 -0.22411499999999998 0.082485000000000017 -0.15464999999999998 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 -1 -6 -3 -5 20 -11 -12 13 -9 17 -16 -17 -14 -19 -18 -2 22 -8 25 -25 26 -23 28 -28 -27
right_child=9 2 -4 8 6 -7 21 12 -10 10 11 -13 14 -15 15 16 19 18 -20 -21 -22 23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.0014564650299143979 0.0062684865869648224 0.0094159625952356853 -0.0015088077820837498 -0.0011219303502002732 0.011633031949168073 0.0058404486721847209 0.011707570683211089 0.012256881259381772 0.005081271118076984 0.0038220962660168024 0.00060986572155548682 -0.0050782843548804529 0.0111957217566669 0.0051442007088790776 0.0057933523627515474 -0.0065606802713037253 -0.00070642061997205029 0.0089149790549916882 0.0043717868260338575 0.0049037702462595449 0.0025276881948926122 0.012291747783837353 0.0058989911613617704 -0.00033379330028158929 0.006226848971775987 0.0049061653057970445 0.011686164530477038 0.0015031097823697511 0.0062308168331297988 -0.0015707526353071445
leaf_weight=20 35 29 20 32 20 25 34 20 25 34 31 25 22 46 90 21 30 35 213 46 209 21 43 36 55 113 54 33 1684 20
leaf_count=20 35 29 20 32 20 25 34 20 25 34 31 25 22 46 90 21 30 35 213 46 209 21 43 36 55 113 54 33 1684 20
internal_value=0 0.00580534 0.00459987 0.00480048 0.00615671 0.00259738 0.00623251 0.00513109 0.00159877 0.00230414 0.000243333 -0.00192949 0.0048935 0.00729956 0.00454602 0.00314443 0.000686665 0.00551674 0.00501296 0.00268922 0.00306428 0.0061809 0.00846382 0.00609371 0.00363143 0.00621011 0.00637917 0.00630906 0.00640032 0.00393219
internal_weight=0 2787 629 609 2158 45 2113 552 57 334 90 56 523 66 457 187 97 270 248 76 244 2093 77 2016 91 1925 1792 1771 1738 133
internal_count=3121 2787 629 609 2158 45 2113 552 57 334 90 56 523 66 457 187 97 270 248 76 244 2093 77 2016 91 1925 1792 1771 1738 133
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 0 15 42 4 0 2 34 52 4 4 16 131 2 12 4 15 394 16 43 31 0 48
split_gain=8.27069 1.42991 0.832078 0.631507 0.469566 0.4078 0.338328 0.327602 0.265618 0.272755 0.253708 0.247334 0.228464 0.218345 0.25746 0.202075 0.220196 0.168984 0.164971 0.16443 0.199181 0.154787 0.15093 0.20738 0.137738 0.13643 0.123511 0.121981 0.121364 0.117581
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.10469999999999999 -0.0060199999999999993 0.04735000000000001 -0.079119999999999982 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.17966999999999997 -0.039889999999999988 0.08844500000000001 0.31358000000000003 0.10016000000000001 0.42051500000000003 -0.45963999999999994 -0.079154999999999989 -0.14771999999999999 -0.079914999999999986 -0.077289999999999984 -0.026509999999999995 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 6 13 7 8 9 -1 -5 -4 -10 14 27 16 25 -2 -11 20 -15 -13 -16 -24 -14 -9 -12 -3 -6 -26
right_child=1 5 11 10 28 -7 -8 15 12 18 26 21 24 19 22 -17 -18 -19 -20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00066874286634664899 0.00049341329282113144 0.00021997904207859579 0.000576550215326187 0.0005894966952672059 0.00048325438639265281 0.00038044991807621264 0.00069416369338468563 0.00060736181096030493 0.00059769358529365084 0.00032670716094878552 0.00040226139068053529 0.00050408274229236786 0.00039157584747847386 0.00013045877803366607 0.00039312353507710876 0.00057415500407236725 0.00030656968607340287 0.00030516443503920965 0.00053074984427760633 0.00027853813679779276 -9.0731587991410602e-05 0.00032886900367876733 0.00037896887527084818 0.00011754796692856303 0.00056473903568674336 0.0004653782578279921 0.00022649050266075209 1.5754758021877627e-05 0.00028537632174070694 0.00046369644845196723
leaf_weight=20 20 22 84 22 22 47 84 33 1190 39 51 42 20 72 37 106 28 220 25 20 20 36 20 28 571 123 22 23 26 48
leaf_count=20 20 22 84 22 22 47 84 33 1190 39 51 42 20 72 37 106 28 220 25 20 20 36 20 28 571 123 22 23 26 48
internal_value=0 0.000318515 0.000394143 0.000561627 0.000568002 0.000213317 0.000572031 0.000567374 0.000576683 0.000468871 0.000404916 0.000502722 0.000581635 0.000180857 0.000235525 0.000505962 0.000466676 0.000320852 0.000406411 0.000117403 8.23739e-05 0.000423215 0.000299015 0.000226473 0.000551729 0.000495413 0.000349289 0.000115598 0.00037607 0.000556904
internal_weight=0 691 402 2430 2335 289 2287 2203 1913 84 95 162 1829 242 130 290 184 240 64 112 92 78 85 48 639 156 73 45 48 619
internal_count=3121 691 402 2430 2335 289 2287 2203 1913 84 95 162 1829 242 130 290 184 240 64 112 92 78 85 48 639 156 73 45 48 619
is_linear=0
shrinkage=0.00196078


Tree=6196
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 0 40 1 16 13 12 52 15 160 13 1 401 483 151 160 16 4 1446 481 159 1447 15 15 403 475
split_gain=0.337879 0.10792 0.0866168 0.0814973 0.0745255 0.0739009 0.0696191 0.0631192 0.104988 0.0933373 0.0840619 0.0604047 0.0554848 0.0546262 0.054159 0.0493588 0.0457837 0.0452566 0.0448915 0.0452021 0.0972277 0.0410674 0.0774991 0.0686898 0.0653561 0.0579018 0.0685632 0.103734 0.116494 0.0668045
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.07384499999999998 0.051255000000000002 0.081315000000000012 0.31475000000000003 0.038215000000000006 0.095780000000000018 -0.020999999999999994 -0.46743999999999997 0.10493500000000001 -0.0093149999999999986 0.16773500000000005 0.083100000000000021 0.098395000000000024 0.077805000000000013 -0.082299999999999984 -0.0087049999999999992 -0.082249999999999976 0.088360000000000008 -0.0015899999999999998 0.11576000000000002 -0.085684999999999997 0.087575000000000014 0.088235000000000022 -0.074254999999999988 -0.028204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 10 9 12 13 -5 -9 -3 -7 17 21 -2 19 -14 -21 22 25 24 -23 -6 29 -28 -29 -27
right_child=15 6 3 11 16 14 -8 8 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0070467980763200544 0.0022575327803007138 0.0085259171511014847 0.013609227125665972 0.010543527780100703 0.011581688038539142 0.0037226275337161499 -0.0012887573894113302 0.0079493830130862378 0.0067604403267198772 -0.0023720600212982393 0.0044220648911882645 0.0028645652878497331 0.0064453479791568083 0.0028444476239383224 -0.0025130278609979614 -0.0022269929911050458 0.0073615465111116765 0.007175207014661282 0.0067038861845503568 0.0028788712168003193 -0.0037035606535417696 0.007957372110589252 0.00095328584233673455 0.0051985902914842208 0.0024771623089909559 0.002018648221911419 -0.00097345229094991312 0.010088874447336865 0.0030378652745330671 0.0078725095911816919
leaf_weight=29 291 110 28 20 25 30 20 24 84 32 212 21 22 20 26 23 212 20 26 113 28 168 23 1075 25 21 26 42 53 272
leaf_count=29 291 110 28 20 25 30 20 24 84 32 212 21 22 20 26 23 212 20 26 113 28 168 23 1075 25 21 26 42 53 272
internal_value=0 0.00560897 0.00596627 0.0094505 0.00584766 0.00294938 0.0045252 0.00469849 0.00370963 0.00266364 0.00564976 0.0066104 0.00342017 0.00765184 0.000827502 0.00224319 0.00597452 0.00257378 0.00284503 0.00222951 0.00157172 0.00580455 0.00661171 0.00551045 0.0072475 0.00690817 0.00662595 0.00462339 0.00615515 0.00745295
internal_weight=0 2787 2096 69 2027 85 691 671 329 245 342 41 213 130 56 334 1942 311 189 163 141 1730 462 1268 193 439 414 121 95 293
internal_count=3121 2787 2096 69 2027 85 691 671 329 245 342 41 213 130 56 334 1942 311 189 163 141 1730 462 1268 193 439 414 121 95 293
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 4 1 14 0 0 15 4 49 16 40 1 394 4 12 16 39 3 160 3 3 3
split_gain=16.189 2.79907 1.249 1.16185 1.16012 0.829826 0.681254 0.622849 0.566655 0.603682 0.447937 0.416991 0.429619 0.410729 0.399907 0.347963 0.323704 0.293361 0.244712 0.235272 0.233072 0.228285 0.226104 0.208232 0.175813 0.174629 0.217426 0.164854 0.241147 0.150539
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 0.13913500000000004 1.0000000180025095e-35 -0.35136499999999998 0.09253500000000002 0.062655000000000016 -0.11173999999999999 -0.07929499999999999 -0.10469999999999999 0.27834500000000006 -0.054984999999999992 -0.44310499999999992 -0.077714999999999992 0.16175000000000003 -0.079154999999999989 -0.49013999999999996 0.09320500000000001 -0.039889999999999988 0.096625000000000016 -0.096544999999999978 -0.071139999999999995 0.14121000000000003 -0.017889999999999996 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 18 11 -8 -10 -4 12 14 -14 -1 17 -2 -7 -3 -6 -15 22 -22 -16 27 26 -23 28 -11 -27
right_child=1 4 10 -5 19 15 8 -9 9 24 -12 -13 13 20 23 -17 -18 -19 -20 -21 21 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00089695123480815512 0.00049821130970943402 0.00035925288329155037 0.00073063439327574657 0.00042045968999353592 0.00020998032559176058 0.0008043186276766286 0.00070418232504059289 0.00045001844711163466 0.00074125656602429398 0.00027707305966931232 0.00044977055375779488 0.00093830908841114951 0.00082024349538989058 0.00055063114373707302 0.00048975774464878746 0.00045426261261143644 0.00074651609310787993 0.00066629770108952427 0.00016218789349145749 -2.0506417154431007e-05 0.00089933212953004725 0.00049460307876714247 0.00071326625251367463 0.00071899800849895847 0.00025314071508422188 0.00077404592677896076 0.00072246560518309357 0.00030890595723828202 0.00049374868174798046 0.00062532661096597253
leaf_weight=20 24 47 34 85 90 82 30 20 20 25 61 78 1178 20 39 23 127 213 50 21 83 21 36 25 33 400 69 45 94 28
leaf_count=20 24 47 34 85 90 82 30 20 20 25 61 78 1178 20 39 23 127 213 50 21 83 21 36 25 33 400 69 45 94 28
internal_value=0 0.00043055 0.000770679 0.000603829 0.000340673 0.000779646 0.000396914 0.000794323 0.000451596 0.000416676 0.00055029 0.000797771 0.000792059 0.000798336 0.000654935 0.000686552 0.00070705 0.000704663 0.000257673 0.000166375 0.000759055 0.000765599 0.000843043 0.000579305 0.000383724 0.000747808 0.000669298 0.00041 0.000448229 0.000764317
internal_weight=0 691 2430 236 455 2335 344 2017 247 217 95 1997 1919 1835 84 318 151 295 97 111 657 637 119 64 197 518 90 164 119 428
internal_count=3121 691 2430 236 455 2335 344 2017 247 217 95 1997 1919 1835 84 318 151 295 97 111 657 637 119 64 197 518 90 164 119 428
is_linear=0
shrinkage=0.00196078


Tree=6198
num_leaves=31
num_cat=0
split_feature=1 2 11 41 2 0 40 13 40 151 457 4 51 1 42 13 13 401 49 3 455 4 393 403 400 1424 2 132 132 132
split_gain=0.336788 0.105295 0.0724438 0.0894452 0.06891 0.0648301 0.0597134 0.0621362 0.0673399 0.0819594 0.102477 0.0545946 0.0522739 0.0719545 0.0521506 0.0493427 0.0451008 0.0417552 0.0583529 0.0416806 0.0408339 0.0403438 0.038518 0.0650127 0.0431911 0.0413251 0.0376391 0.0371564 0.0666015 0.068185
threshold=0.12000500000000001 0.10045500000000002 0.079915000000000014 0.083975000000000008 -0.0091949999999999983 -0.07384499999999998 0.051255000000000002 -0.08971999999999998 -0.084709999999999994 -0.098364999999999994 0.060310000000000009 0.033845000000000007 -0.40274499999999996 0.16773500000000005 0.095565000000000011 0.26424500000000006 -0.0093149999999999986 1.0000000180025095e-35 -0.088694999999999982 -0.16726499999999997 0.088965000000000002 -0.15464999999999998 0.098330000000000015 -0.077589999999999978 1.0000000180025095e-35 1.0000000180025095e-35 0.086950000000000013 0.092605000000000007 0.088210000000000011 0.0041800000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 19 5 -1 7 14 -9 -10 15 -12 -2 21 -3 17 -7 18 -11 -4 22 -14 24 -24 25 27 -26 28 29 -6
right_child=12 6 3 -5 20 16 -8 8 9 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0069058473397082465 0.0068566757173317942 0.0012813513766110212 0.0077111515985882799 0.0032262560026720165 0.005572558116051337 0.0037226767023094002 -0.00083826026413589725 -0.0005603948386851699 0.010718663018714223 0.010704235768034346 -0.0032723002268799715 0.0039384423777283654 0.0060066484647837504 -0.0037362994692687482 0.0062074240746683093 0.010348798913109932 -0.0019676703939554641 0.0021455265104006502 0.0052928298414022168 0.013223049178829089 0.0099925813479349035 0.0019475699759384142 0.0059800750149103504 0.012188876463243596 0.011994684766978026 0.010279541737399997 0.0060758953477488831 0.0075146954117133935 0.00057071981091911985 0.0098585005445209779
leaf_weight=29 23 83 23 20 1601 30 20 20 27 21 21 21 27 21 29 20 26 39 390 34 25 263 48 26 21 20 22 107 26 38
leaf_count=29 23 83 23 20 1601 30 20 20 27 21 21 21 27 21 29 20 26 39 390 34 25 263 48 26 21 20 22 107 26 38
internal_value=0 0.00561672 0.00596964 0.00898007 0.00585483 0.00306812 0.00454621 0.0047067 0.00513744 0.00534886 0.00506569 0.000333071 0.00225638 0.00191617 0.00255685 0.0054886 0.00108073 0.0052726 0.00556933 0.010999 0.00597731 0.00232548 0.00592473 0.00816155 0.00583452 0.00575937 0.00896647 0.00570835 0.00559227 0.00567193
internal_weight=0 2787 2096 77 2019 85 691 671 559 539 512 42 334 311 112 470 56 450 411 57 1934 290 1909 74 1835 1792 43 1772 1665 1639
internal_count=3121 2787 2096 77 2019 85 691 671 559 539 512 42 334 311 112 470 56 450 411 57 1934 290 1909 74 1835 1792 43 1772 1665 1639
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 4 4 2 42 132 1 1 123 49 52 1 2 0 11 14 16 2 16 0 4 43 16
split_gain=10.7584 1.82398 0.776357 0.75899 0.750393 0.553464 0.469515 0.551663 0.373369 0.352922 0.317234 0.240004 0.235863 0.229073 0.185738 0.181283 0.179986 0.178718 0.208938 0.319455 0.182848 0.243642 0.151992 0.129834 0.129434 0.127637 0.126298 0.117834 0.180363 0.155964
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.14753000000000002 0.27834500000000006 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 -0.062539999999999984 0.089885000000000007 -0.0060199999999999993 0.088890000000000011 0.15799000000000005 0.087135000000000004 0.10695000000000002 -0.054984999999999992 -0.56368999999999991 0.089770000000000016 0.10644500000000001 0.18019500000000002 1.0000000180025095e-35 -0.22253999999999999 -0.016164999999999995 0.11411 0.11346000000000002 -0.14832499999999996 0.0052350000000000009 -1.0000000180025095e-35 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 16 8 -3 -8 10 -9 14 -4 13 -5 26 22 -2 -12 20 23 21 27 -11 -20 -6 -7 -1 28 -19 -29
right_child=1 3 11 12 24 25 7 9 -10 15 17 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00077333435143520633 0.00043909118291647994 0.00022497139511073067 0.00065502747353797183 0.00015865832396223475 0.00046548137369410741 0.00035494414311278816 0.00063490514101740582 0.00054680696917741383 0.00040649211369521264 0.00045803035883342516 0.00076360203262068268 0.00042139776986619651 0.0003202873495711492 -8.6389392130442106e-05 0.00064600199219226433 0.00014958947842173717 0.0006242441482927092 0.00068132809236060401 0.00034901901936828584 0.0007387482418733484 0.0004524101663892176 0.00083674060704271784 0.0003138691101776303 0.00054314962345443959 0.00030652226432285439 0.00055787154936535468 0.00068963829043024844 0.0006521511330679757 0.00060137314581132492 0.00055170602860128443
leaf_weight=75 24 97 22 55 31 26 30 31 22 35 39 73 23 20 402 21 127 313 26 20 20 24 143 27 54 22 915 115 166 123
leaf_count=75 24 97 22 55 31 26 30 31 22 35 39 73 23 20 402 21 127 313 26 20 20 24 143 27 54 22 915 115 166 123
internal_value=0 0.000371983 0.000649257 0.000299431 0.000511862 0.000656326 0.00034139 0.000384823 0.0006607 0.000352203 0.000663169 0.000475501 0.000146582 9.33123e-05 0.000681546 0.000321888 0.000594816 0.000633867 0.0006278 0.000527596 0.000637412 0.000642406 0.000342215 0.000447916 0.000364496 0.000447953 0.000695979 0.000635901 0.000653619 0.00060024
internal_weight=0 691 2430 455 236 2335 357 260 2287 230 2265 95 98 75 1392 199 151 873 834 73 761 741 178 53 85 48 990 717 479 238
internal_count=3121 691 2430 455 236 2335 357 260 2287 230 2265 95 98 75 1392 199 151 873 834 73 761 741 178 53 85 48 990 717 479 238
is_linear=0
shrinkage=0.00196078


Tree=6200
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 4 1 2 50 52 1 475 131 0 4 1 2 16 475 484 47 160 3 0 49
split_gain=18.2761 3.15239 1.98438 1.46262 1.13963 0.971915 0.805594 0.503661 0.483481 0.499451 0.469766 0.440658 0.428513 0.257563 0.237232 0.21505 0.208713 0.200938 0.164368 0.223186 0.398732 0.20509 0.164403 0.155209 0.200643 0.142401 0.140605 0.139731 0.137504 0.136852
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.09253500000000002 0.090425000000000019 0.086295000000000011 -0.16675999999999999 0.091195000000000012 -0.08230999999999998 0.091440000000000007 0.18019500000000002 -0.49405499999999997 0.089770000000000016 0.10005000000000001 0.19444000000000003 -0.088274999999999978 -1.0000000180025095e-35 0.10648500000000001 -0.067824999999999983 -0.0025099999999999996 -0.026509999999999995 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 25 6 7 12 9 -4 -6 -5 15 -10 -9 23 -14 -2 19 -18 22 -22 -21 24 -1 -3 -11 -28 -7 -13
right_child=1 2 8 11 10 28 -8 14 13 26 -12 29 16 -15 -16 -17 18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00088285105207275825 0.000901276138039629 0.00041777682612694232 0.00049217502778431377 0.00076607559649692679 0.00077310897115678693 0.0006698083904457283 0.00048026335246867071 0.00080273660438537017 0.00014166287943915602 0.000407089596471472 0.00048696459796024013 0.0005734905815385755 0.00090092607491805931 0.0003783355047843301 0.001046941329361267 0.00080058872289689997 0.00091648848055061777 0.00067120355133916821 0.00061502264100400834 0.00081434100137332496 0.00045918403996848595 0.00072557758834833905 0.00073557061216121707 0.00087182894894478349 0.00060843527390092023 0.00058073355591612189 0.00031396703639858712 0.00014689721973859196 0.00045918301984015995 0.00039013787144398353
leaf_weight=21 54 199 63 34 71 22 24 20 90 22 32 34 72 22 65 220 54 20 20 499 20 25 128 1115 20 23 38 39 26 29
leaf_count=21 54 199 63 34 71 22 24 20 90 22 32 34 72 22 65 220 54 20 20 499 20 25 128 1115 20 23 38 39 26 29
internal_value=0 0.000457291 0.000410123 0.000822134 0.000513748 0.000831869 0.000837625 0.000841388 0.000287211 0.000355696 0.00068421 0.000586178 0.000835651 0.000188152 0.000989481 0.000856779 0.00080011 0.000839094 0.00079038 0.00079521 0.000785465 0.00060718 0.00079826 0.000867472 0.00074899 0.00043466 0.000268846 0.000229347 0.00055572 0.00048909
internal_weight=0 673 599 2448 325 2351 2303 2279 274 162 103 97 2194 112 85 1376 818 74 746 726 672 45 627 1156 41 222 99 77 48 63
internal_count=3121 673 599 2448 325 2351 2303 2279 274 162 103 97 2194 112 85 1376 818 74 746 726 672 45 627 1156 41 222 99 77 48 63
is_linear=0
shrinkage=0.00196078


Tree=6201
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 49 1 0 0 123 50 15 40 1 13 4 43 3 16 1 15 47 52
split_gain=12.6643 2.11126 1.07928 0.890388 0.841928 0.589245 0.557726 0.492001 0.434716 0.394369 0.345562 0.25073 0.224567 0.200275 0.20221 0.195437 0.190184 0.175033 0.167676 0.15526 0.120512 0.117927 0.130539 0.116413 0.237025 0.116148 0.114178 0.159755 0.108035 0.104118
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.14122000000000004 0.09253500000000002 0.062655000000000016 -0.054984999999999992 0.086920000000000011 -0.097024999999999986 -0.23091999999999999 0.10695000000000002 0.086295000000000011 -0.095869999999999983 -0.078554999999999986 0.11910500000000002 -0.07743499999999999 -0.013125 -0.078139999999999973 0.11658 -0.083539999999999989 0.14000500000000002 -0.41396999999999995 0.10350500000000001 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 19 -8 -9 15 -4 13 -2 29 18 -7 23 26 -15 -3 -5 -17 -23 -10 -25 -16 -6 -28 -14 -1
right_child=1 4 10 20 17 9 7 8 16 -11 -12 -13 28 14 25 21 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00076791283741495968 0.00049059791688265558 0.0003455402043934686 0.00067805450365609023 0.00047847681429261476 0.00023506018913372793 0.00051246098422377535 0.00067333432243150818 0.000622336978562869 0.00030187001360098404 0.0005011914975830723 0.00043136507999577038 0.00087682464790921056 0.0007466002619842064 0.00071683604643560438 0.00080341007109331836 0.00074387654442642948 0.00019623334383692882 0.00034829570573992005 0.00050384565189578177 0.00018843827068788506 0.00032956347146595146 0.00071554135251662135 0.00065137564456603883 0.00052687193595391424 0.00035815740405928853 0.00071357434036667259 0.00020362268824652402 -2.5476930918646793e-05 0.00063092075477671431 0.0006763010258768119
leaf_weight=1035 24 46 34 48 31 21 30 31 41 41 61 62 73 27 68 206 21 20 30 51 37 285 213 51 86 297 22 25 54 50
leaf_count=1035 24 46 34 48 31 21 30 31 41 41 61 62 73 27 68 206 21 20 30 51 37 285 213 51 86 297 22 25 54 50
internal_value=0 0.000423689 0.000724523 0.000574181 0.000345633 0.000732858 0.000389824 0.000437162 0.000406357 0.000688279 0.000519654 0.000754622 0.000664542 0.000749594 0.000713349 0.000698859 0.000372711 0.000184649 0.000604736 0.00026294 0.000413656 0.000704419 0.000688097 0.000393532 0.000420964 0.000730311 0.000142688 8.17612e-05 0.000697414 0.000763691
internal_weight=0 691 2430 236 455 2335 357 260 230 766 95 1569 151 1507 422 725 199 98 57 97 85 704 498 178 137 365 78 47 127 1085
internal_count=3121 691 2430 236 455 2335 357 260 230 766 95 1569 151 1507 422 725 199 98 57 97 85 704 498 178 137 365 78 47 127 1085
is_linear=0
shrinkage=0.00196078


Tree=6202
num_leaves=31
num_cat=0
split_feature=4 2 1 150 15 3 3 13 12 43 3 49 2 133 15 149 484 14 4 13 160 39 12 4 402 16 16 133 133 403
split_gain=0.473196 0.154954 0.0940124 0.121829 0.0884781 0.0664244 0.210158 0.132518 0.0739077 0.0878758 0.0676698 0.0651119 0.060984 0.0558764 0.0743819 0.0543971 0.052711 0.0500405 0.0573065 0.0499653 0.0531398 0.0483888 0.054229 0.0623629 0.0464442 0.0453628 0.0655892 0.0451015 0.0897799 0.086113
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 1.0000000180025095e-35 -0.094329999999999983 -0.082234999999999989 -0.080634999999999984 0.0049450000000000006 0.089410000000000003 -0.041049999999999996 -0.24190499999999995 -0.054984999999999992 0.25063000000000007 0.017095000000000003 -0.03241999999999999 0.07770500000000001 -1.0000000180025095e-35 -0.47071999999999997 0.36766000000000004 -0.0044799999999999987 0.081905000000000019 0.10076500000000001 0.09364500000000002 0.50194500000000009 0.091530000000000014 -0.042349999999999992 0.41088500000000006 0.11524500000000001 0.12330000000000001 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 5 -5 7 -7 8 -4 -10 -9 19 15 14 -3 17 -8 -2 -19 -6 -21 22 24 -24 -20 -18 -27 -1 -29 -30
right_child=12 13 3 4 11 6 16 10 9 -11 -12 -13 -14 -15 -16 -17 25 18 21 20 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0073564687052088407 0.0064149681810346075 0.0036968880565837027 0.0062886020494624974 -0.0024344714871734723 0.0039001896286118827 -0.0030535191372036935 0.0090275261565693661 0.0097558479761573839 0.0099213728122413171 0.018242159504866736 0.0042631770856678486 -0.0002776880217716098 -0.0021043332811586878 0.0057360359457294076 -0.0037586007307728996 0.0075066900816566961 0.007151859302539379 0.0071795586792921477 0.0039272470883588541 0.01186475254915422 0.0045750444848090413 -0.0013306965021183715 -0.0047870777733623991 0.0031099412031471729 -0.00091201306685157455 0.0036936196403876786 0.008035262569071765 0.00078484591872741776 0.011797341657802463 0.0058629971680607181
leaf_weight=1657 33 32 20 22 81 25 64 32 30 22 75 25 24 34 23 26 155 22 144 20 20 40 20 20 23 134 47 30 28 193
leaf_count=1657 33 32 20 22 81 25 64 32 30 22 75 25 24 34 23 26 155 22 144 20 20 40 20 20 23 134 47 30 28 193
internal_value=0 0.00665418 0.0067905 0.00585938 0.00347744 0.0065219 0.00584133 0.0081378 0.0114547 0.0134417 0.00590585 0.00436828 0.00276162 0.00254919 0.000579138 0.00311767 0.00639726 0.0027398 0.00228895 0.00532819 0.0082199 0.00185335 0.00246862 -0.000838568 0.00326076 0.00589625 0.00482101 0.00716724 0.00591805 0.00661486
internal_weight=0 2769 2680 772 168 604 425 179 72 52 107 146 352 89 55 328 400 302 269 121 40 247 207 40 167 336 181 1908 251 221
internal_count=3121 2769 2680 772 168 604 425 179 72 52 107 146 352 89 55 328 400 302 269 121 40 247 207 40 167 336 181 1908 251 221
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 0 3 52 4 42 16 52 49 11 123 40 39 394 1 1 160 3 14 50 13
split_gain=8.0685 1.34923 0.652398 0.569895 0.562299 0.419017 0.31662 0.310789 0.337829 0.307475 0.193272 0.207554 0.192883 0.268645 0.185732 0.175862 0.156244 0.158935 0.145279 0.142224 0.128827 0.128626 0.124808 0.127159 0.21984 0.185353 0.362229 0.115073 0.106632 0.101358
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.042705000000000007 -0.07929499999999999 0.086245000000000016 1.0000000180025095e-35 0.24564500000000003 -0.0060199999999999993 -0.14771999999999999 -0.53964499999999982 -0.054984999999999992 1.0000000180025095e-35 0.10695000000000002 -0.077474999999999988 0.08456000000000001 -0.079154999999999989 0.081670000000000006 0.089475000000000013 -0.081639999999999976 -0.083654999999999993 -0.23083499999999998 0.086295000000000011 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 9 20 -8 -9 10 11 18 13 15 -4 -11 -2 -18 -1 27 -3 -16 -12 25 -25 26 -24 -10 29 -6
right_child=1 4 14 -5 28 -7 7 8 19 12 22 -13 -14 -15 21 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00059855591551078 0.00061488226802780218 0.0002757932339472319 0.00056425076403029256 0.00031736151364684587 0.00020807103856521495 0.00039077660242351246 0.00052257028937924147 0.0005007772860196782 0.00040132560721043207 0.00063345842707940867 0.00040462296383053648 0.00048735329681320574 0.00058091492300816608 0.0003002045247003913 0.00022474241945162122 0.00047340769728586258 0.00032862406821652533 0.00051583932463973613 0.0006917090977208029 0.0001281077385380913 0.00013287049877194954 0.00040928724990579494 0.00024000206777955441 0.00071286707064684705 0.00056735759473352837 0.00055641752125699722 0.00057365580375650759 0.00027450011266350554 0.00025925057721050345 5.3060924777107014e-05
leaf_weight=1205 45 48 22 85 23 48 30 31 34 34 20 62 110 28 20 118 22 84 68 21 49 53 22 50 198 343 29 144 20 55
leaf_count=1205 45 48 22 85 23 48 30 31 34 34 20 62 110 28 20 118 22 84 68 21 49 53 22 50 198 343 29 144 20 55
internal_value=0 0.000325482 0.000565603 0.000445787 0.000263082 0.000572084 0.000299197 0.000334864 0.00031038 0.000575889 0.000584553 0.000598136 0.000516228 0.000476697 0.000406322 0.000509209 0.000518079 0.000476983 0.000603532 0.00028072 0.000203595 0.000358727 0.00055716 0.000561912 0.000596694 0.000540018 0.000429727 0.000298725 0.00013152 9.8769e-05
internal_weight=0 691 2430 236 455 2335 357 260 230 2287 1997 1335 290 180 95 152 151 106 1273 199 97 73 662 642 248 394 51 178 98 78
internal_count=3121 691 2430 236 455 2335 357 260 230 2287 1997 1335 290 180 95 152 151 106 1273 199 97 73 662 642 248 394 51 178 98 78
is_linear=0
shrinkage=0.00196078


Tree=6204
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 1 4 2 2 0 12 14 4 475 4 156 150 0 12 3 52 132 1 13 43 3 123 0 0 16
split_gain=11.7046 1.40504 1.20142 0.715784 0.617208 0.60613 0.520212 0.36513 0.469275 0.359338 0.389712 0.263018 0.269556 0.317761 0.237951 0.231174 0.218759 0.226119 0.195012 0.287974 0.174935 0.169513 0.245788 0.151386 0.149898 0.187832 0.201339 0.168587 0.140016 0.134435
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.14753000000000002 0.10060500000000001 0.36766000000000004 -1.0000000180025095e-35 0.10803500000000001 -0.14920999999999998 1.0000000180025095e-35 0.062655000000000016 -0.46376499999999993 -0.068779999999999994 0.033845000000000007 0.083310000000000009 0.091105000000000005 -0.04917499999999999 -1.0000000180025095e-35 0.11658 -0.53964499999999982 0.088890000000000011 0.15799000000000005 -0.085384999999999975 -0.078139999999999973 0.149315 0.094615000000000019 -0.22491999999999998 -0.050064999999999991 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 20 7 11 9 -3 -9 -1 -11 12 -4 -14 23 16 17 29 -7 -20 -2 22 -6 -12 -10 26 27 -26 -22 -15
right_child=1 4 5 -5 21 18 -8 8 24 10 14 -13 13 15 -16 -17 -18 -19 19 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00086811129463048805 0.00077226767742555899 0.00025750616273674342 0.00074344690636272341 0.00037536617310097807 0.00020616626768719915 0.00038203533993018011 0.00042562966761514059 0.0005921795562494035 0.0002325662814755751 0.00049339687825191781 0.0007546051276424489 0.00083914024913622667 0.00037197652685931642 0.00062043277661368371 0.00065090266833699791 0.00079114610115353125 0.00042529124827458969 0.00048888441589143542 0.00068437695585725229 0.00039058162656891376 0.00062582869181514753 0.00033089816621889795 -4.7664456206428648e-05 0.00071183995684632995 0.0003729002947777195 0.00029802441571549586 0.00028022016423925389 0.00057473707692951514 0.00043919487034573272 0.00073764368623884674
leaf_weight=58 24 90 65 74 55 49 24 42 29 31 425 24 21 174 199 28 24 42 29 23 68 23 20 1267 26 56 22 41 20 48
leaf_count=58 24 90 65 74 55 49 24 42 29 31 425 24 21 174 199 28 24 42 29 23 68 23 20 1267 26 56 22 41 20 48
internal_value=0 0.000383989 0.000690667 0.00052501 0.000319064 0.000607361 0.000712574 0.000362436 0.000406156 0.000716052 0.000711464 0.00063974 0.000627836 0.000605537 0.000715039 0.000621058 0.000604522 0.000620816 0.000470792 0.000554429 0.000623881 0.000183638 0.000138478 0.000722582 0.000361254 0.000386992 0.000442972 0.000496412 0.000583412 0.000645776
internal_weight=0 590 2531 186 404 527 2004 306 216 1980 1922 426 402 337 1891 316 288 264 101 52 112 98 75 1692 174 145 89 67 88 222
internal_count=3121 590 2531 186 404 527 2004 306 216 1980 1922 426 402 337 1891 316 288 264 101 52 112 98 75 1692 174 145 89 67 88 222
is_linear=0
shrinkage=0.00196078


Tree=6205
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 2 4 150 1 50 2 2 40 481 1 1 15 4 0 133 10 133 0
split_gain=25.9701 4.12962 2.18919 1.95034 1.45328 1.33022 0.943202 0.931055 0.828567 0.67869 0.578129 0.44528 0.449748 0.435732 0.362315 0.353631 0.341369 0.273464 0.268347 0.235344 0.212256 0.206061 0.197913 0.181551 0.179839 0.16023 0.190673 0.157522 0.155936 0.133153
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.089770000000000016 0.090425000000000019 -0.15464999999999998 1.0000000180025095e-35 0.122715 0.041865000000000006 -0.0091949999999999983 0.089885000000000007 -0.077714999999999992 -0.0066299999999999996 0.13075500000000004 0.12408500000000001 -0.41942499999999994 -0.036839999999999991 0.14486500000000005 0.092845000000000011 -0.38124499999999995 -1.0000000180025095e-35 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 19 -8 11 -4 14 18 17 -9 25 24 23 -13 -1 -3 -20 28 -15 -6 -2 26 -7 -25 -5 -12
right_child=1 4 9 21 16 10 7 13 -10 -11 29 12 -14 22 -16 -17 -18 -19 20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0010141424051304745 0.0010124780529854344 0.00040771065030535973 0.00089168351577571239 0.00042937127908578877 0.00025880701856925692 0.00095092562162525044 0.00076310975759810262 0.00074682343385967559 0.0011879715438840642 0.00054793442489908025 0.00078085477193302855 0.00073541753178260714 0.00069216210088780372 0.00048378143341225733 0.00067296453521953586 0.00068177802990706409 0.00041036757720731203 0.00095820715435597145 0.0010725883162359265 0.00021337490260381909 0.00094164108117864476 0.00034577061804133205 0.00033983639940102532 0.00019153377990804466 0.00085606283855204496 0.00075031757394579 0.00084657594267809283 -3.9927242260105306e-05 0.00063680309890716557 0.00057358905886542924
leaf_weight=1056 50 46 34 22 29 251 54 20 79 63 22 23 31 125 26 29 23 268 54 50 401 24 52 20 65 22 92 26 38 26
leaf_count=1056 50 46 34 22 29 251 54 20 79 63 22 23 31 125 26 29 23 268 54 50 401 24 52 20 65 22 92 26 38 26
internal_value=0 0.000522186 0.000957097 0.000736766 0.000412244 0.000969007 0.000471793 0.000535014 0.000991356 0.000668424 0.000871671 0.000982882 0.000916681 0.000472491 0.000896602 0.000875275 0.000201392 0.000940598 0.00099699 0.000306494 0.000957182 0.000499324 0.000441492 0.000137306 0.000924069 0.000912532 0.000922937 6.0708e-05 0.000560745 0.000668586
internal_weight=0 673 2448 228 445 2351 347 251 1912 97 439 1833 322 197 391 144 98 291 1511 96 455 84 177 75 115 365 343 46 60 48
internal_count=3121 673 2448 228 445 2351 347 251 1912 97 439 1833 322 197 391 144 98 291 1511 96 455 84 177 75 115 365 343 46 60 48
is_linear=0
shrinkage=0.00196078


Tree=6206
num_leaves=31
num_cat=0
split_feature=1 3 39 4 4 2 2 2 1 4 47 0 43 14 1 11 1 150 1 15 1 15 1 4 11 16 131 4 481 4
split_gain=23.5866 3.04141 2.63665 1.63963 1.54654 1.2639 1.0845 0.763965 0.708318 0.671268 0.435821 0.47934 0.39431 0.387573 0.384104 0.359562 0.59862 0.576126 0.27961 0.277772 0.269459 0.245283 0.213396 0.21174 0.208541 0.183247 0.182793 0.154091 0.153899 0.152095
threshold=0.10752500000000002 -0.053259999999999995 0.056590000000000008 0.27834500000000006 0.36766000000000004 0.14753000000000002 0.089885000000000007 0.13754500000000003 0.09253500000000002 0.40945500000000007 0.090100000000000013 -0.062294999999999996 -0.10603999999999998 0.076175000000000007 0.12656000000000003 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 0.087135000000000004 -0.028889999999999996 0.16175000000000003 0.013270000000000002 0.098420000000000021 0.042705000000000007 0.082485000000000017 -0.10850999999999998 0.083410000000000026 0.42642000000000008 -0.078899999999999984 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 9 13 15 19 10 21 -12 -2 18 27 16 23 22 -1 -4 -7 -3 -18 28 -17 -25 -10 -11 -8 -14
right_child=1 5 8 -5 -6 20 7 -9 26 14 11 -13 29 -15 -16 24 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097733024655261556 0.00057394105941057207 0.00038700281856759175 0.00088963397266867761 0.0004515262619634859 0.00055561797010486818 0.00023461862378358061 0.0010554483969088028 0.00060303786006486151 0.00058810301433207793 0.0003157221907795425 0.00081529922770093896 0.00044164942119290484 0.00098693918290675858 0.0011209163194520406 0.0002508121177858935 0.0011560981142170288 0.00066022943147522883 0.00042644289669160749 0.00091593772255392177 0.00061373679515193489 -1.6669151360163836e-05 0.00058863246480417633 0.00090534679737745542 0.00089258750569031224 0.00094965058575904285 0.00076781870206681698 0.00037334730593012829 0.00052565308737589488 0.00090612791796695566 0.0008209406703460117
leaf_weight=932 20 73 47 75 43 75 28 37 64 20 33 22 32 59 81 25 22 20 411 20 21 34 36 101 76 82 20 41 508 63
leaf_count=932 20 73 47 75 43 75 28 37 64 20 33 22 32 59 81 25 22 20 411 20 21 34 36 101 76 82 20 41 508 63
internal_value=0 0.000472812 0.00090816 0.000677077 0.000924101 0.000375786 0.000930881 0.000879158 0.000656908 0.000437723 0.000523987 0.000665839 0.000824175 0.000965375 0.00033931 0.000890535 0.000876568 0.000713415 0.000958542 0.000807277 0.000179649 0.000451072 0.000812371 0.000894267 0.00100075 0.00083668 0.000536971 0.000456823 0.000913928 0.000876856
internal_weight=0 590 2531 190 2380 400 2337 935 151 304 162 55 115 1402 142 898 797 78 1343 67 96 107 58 719 101 183 84 61 536 95
internal_count=3121 590 2531 190 2380 400 2337 935 151 304 162 55 115 1402 142 898 797 78 1343 67 96 107 58 719 101 183 84 61 536 95
is_linear=0
shrinkage=0.00196078


Tree=6207
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 3 3 1 1 14 0 12 2 34 47 52 4 475 1 15 3 49 156 4 3 1420 3
split_gain=22.6584 3.69106 2.16879 2.08441 1.43451 1.09305 0.624775 0.575397 0.573649 0.652416 0.489567 0.480583 0.35664 0.350122 0.269918 0.262674 0.364367 0.236929 0.228642 0.218718 0.212784 0.205557 0.18372 0.233189 0.223523 0.193899 0.174393 0.172483 0.160164 0.162337
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13501500000000002 0.10699500000000002 0.30112000000000005 0.12745000000000004 0.092845000000000025 0.086920000000000011 0.062655000000000016 -0.22491999999999998 0.08401500000000002 0.13404500000000005 -1.0000000180025095e-35 0.090100000000000013 0.048770000000000008 0.042705000000000007 -0.08230999999999998 0.11588000000000001 0.040760000000000005 -0.12711499999999995 -0.076864999999999975 1.0000000180025095e-35 -0.036839999999999991 -0.016324999999999996 -0.080064999999999983 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 17 11 13 21 9 15 -5 12 28 -7 -13 16 -4 -3 -10 -16 -15 -6 24 -24 -22 -26 -2 -17 -1 -30
right_child=1 2 8 10 7 6 -8 -9 18 -11 -12 14 -14 20 19 27 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00098783812310849258 0.00085758474498402835 0.00032077212365160592 0.00013237901470494054 0.00068044319243486685 0.00081149927028225462 0.00055181064657803039 0.00052230114400123539 0.00039293563045042441 1.3889554884966487e-06 0.0004951527009303048 0.00039366560145068208 0.00065797818999084449 0.0010036304250439221 0.00087126504999787506 0.00080680007290249197 0.00017820009889693884 0.00039837001408898535 0.00050314631288547035 0.0002066236621056519 0.00062015175729495547 0.0005304053159696715 0.00060359521575860874 0.00098727840047044117 0.00077564161465972317 0.00071890665900122561 0.00083042446458975985 0.00065424644382171379 -4.0645545175043389e-05 0.00072498241801577953 0.00084302342939867236
leaf_weight=28 50 190 36 37 41 32 48 29 60 37 60 67 55 62 337 45 44 32 32 26 21 33 22 222 358 72 24 20 47 954
leaf_count=28 50 190 36 37 41 32 48 29 60 37 60 67 55 62 337 45 44 32 32 26 21 33 22 222 358 72 24 20 47 954
internal_value=0 0.000378499 0.00032746 0.000784735 0.000435793 0.000796357 0.000739495 0.000627041 0.000198963 0.000262751 0.000503055 0.000827792 0.000849795 0.000752708 0.000772326 0.000203448 0.000278674 0.00034706 7.27749e-05 0.000793431 0.0007612 0.000718785 0.000751382 0.000794724 0.000727933 0.000737579 0.000791637 0.000110863 0.000841572 0.000837481
internal_weight=0 673 599 2448 325 2351 837 103 274 182 97 1514 1084 789 430 145 80 222 92 363 757 74 695 244 451 430 74 65 1029 1001
internal_count=3121 673 599 2448 325 2351 837 103 274 182 97 1514 1084 789 430 145 80 222 92 363 757 74 695 244 451 430 74 65 1029 1001
is_linear=0
shrinkage=0.00196078


Tree=6208
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 0 0 15 49 40 4 1 0 1 43 47 11 15 51 1 1 2 3
split_gain=21.4191 3.62873 1.90194 1.45586 1.26436 1.05865 0.90662 0.691624 0.668211 0.659236 0.525778 0.484788 0.376937 0.332421 0.609227 0.312654 0.298448 0.266397 0.24512 0.240197 0.217445 0.209193 0.176801 0.170156 0.200068 0.23004 0.161955 0.157005 0.149088 0.145401
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.13501500000000002 0.077845000000000011 0.062655000000000016 -0.22491999999999998 -0.10607499999999999 -0.10653 -0.054984999999999992 -0.078554999999999986 0.0082450000000000006 0.16175000000000003 -0.14226499999999997 0.11654500000000001 -0.080324999999999994 0.10350500000000001 1.0000000180025095e-35 0.024640000000000006 -1.0000000180025095e-35 0.091195000000000012 0.13075500000000004 0.11411 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 11 16 -8 -9 12 -4 13 -7 14 -1 -2 -3 26 -6 -16 -10 -12 -17 29 25 -25 -15 28 -5 -14
right_child=1 4 10 27 18 9 7 8 20 -11 21 -13 23 17 19 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010127041983968032 0.00059115743647247733 0.00039263326920211837 0.00083242010231278515 0.00066271467842196434 0.00024005250565754349 0.00063335456173209577 0.00078029872204353598 0.00080257094958249267 0.00047991281721444253 0.00060422289751324001 0.00058281949015797122 0.0010851692358841254 0.00072999064794860896 0.00093078912331234233 0.00078467088232798325 0.00090784014496741886 0.00017355055678406673 0.00079278970940732489 4.7914785342543183e-06 0.00054979446410098945 0.00034373271588260441 0.00034485360616635458 0.00075706453289168412 0.00099618660791086296 0.0010904406266444176 0.00074701924190050421 0.00086756775003486589 0.00034186837078510401 0.0004577946837227314 0.00084819651625015141
leaf_weight=36 23 45 28 21 90 32 30 20 113 48 49 62 43 1158 47 67 51 64 21 26 75 20 54 29 23 28 180 24 39 575
leaf_count=36 23 45 28 21 90 32 30 20 113 48 49 62 43 1158 47 67 51 64 21 26 75 20 54 29 23 28 180 24 39 575
internal_value=0 0.000479903 0.000874873 0.000681049 0.000376844 0.000885974 0.000437096 0.000501977 0.000461834 0.000826811 0.000605804 0.000915236 0.000841447 0.000908263 0.000803959 0.000800718 0.000276246 0.000916373 0.000195544 0.000701016 0.000425586 0.000513844 0.000840552 0.000850987 0.000936076 0.000873789 0.000922284 0.000475903 0.000529517 0.000839972
internal_weight=0 673 2448 228 445 2351 334 238 208 778 97 1573 730 1511 109 144 96 1402 111 73 188 69 121 698 80 57 1338 84 60 618
internal_count=3121 673 2448 228 445 2351 334 238 208 778 97 1573 730 1511 109 144 96 1402 111 73 188 69 121 698 80 57 1338 84 60 618
is_linear=0
shrinkage=0.00196078


Tree=6209
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 2 4 1 14 49 52 50 1 1 0 11 1 4 1 40 15 1 3 12 47 1
split_gain=18.5706 3.05389 1.63386 1.29473 1.08978 0.973706 0.923742 0.695782 0.694595 0.588801 0.56573 0.479043 0.337851 0.280447 0.240381 0.239946 0.221759 0.211587 0.20651 0.306347 0.398107 0.209688 0.176433 0.173555 0.154126 0.18822 0.151477 0.167013 0.142905 0.137154
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.40124500000000002 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.089885000000000007 -0.17966999999999997 0.09253500000000002 0.062655000000000016 -0.054984999999999992 -0.56176499999999996 0.041865000000000006 0.087135000000000004 0.13436000000000001 0.18019500000000002 1.0000000180025095e-35 0.088975000000000012 -0.031404999999999995 0.13075500000000004 -0.077714999999999992 -0.089964999999999976 0.14699000000000004 -0.11171999999999999 0.095780000000000018 0.11043500000000002 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 9 23 -9 12 -10 -4 16 -2 -11 24 -1 -12 19 20 26 -22 -5 -3 25 -6 -16 -28 -15 -21
right_child=1 4 11 22 15 -7 -8 8 10 14 17 -13 -14 28 18 -17 -18 -19 -20 29 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00081028624793941066 0.00048646460226137519 0.00028952748724318984 0.0006935119637499768 0.000435458379036753 0.00025174173023452095 0.00038071379459956114 0.00047804452211648184 0.00067883852333609567 0.00066703292815124284 0.00087518132784787346 0.00035552119104117271 0.00040471461336912483 0.00094531403799396133 0.00077001754067345816 0.00060945848916091176 0.0002856280637400039 0.00075525494238976791 0.00017691187450990958 0.00053123214720364887 0.00098487907355906913 0.00070306425399533777 0.00045103761251845392 0.00023653877996443923 0.00012264133252057373 -8.5838880734718175e-05 1.6142947681467323e-05 0.00076746097779036471 0.00070547364174172408 0.00062677443830990332 0.0007773610558954305
leaf_weight=934 23 46 34 60 22 25 41 30 21 45 170 63 59 81 35 23 403 30 20 25 22 30 24 50 21 32 402 286 40 24
leaf_count=934 23 46 34 60 22 25 41 30 21 45 170 63 59 81 35 23 403 30 20 25 22 30 24 50 21 32 402 286 40 24
internal_value=0 0.000387558 0.000755328 0.000572086 0.000293013 0.000765618 0.000769755 0.00034458 0.00039888 0.000774989 0.000360876 0.000505943 0.000800106 0.000684938 0.000735546 0.000110426 0.000793699 0.00032873 0.000728101 0.00073288 0.000723373 0.000557664 0.000378624 0.000202608 5.6697e-05 0.000112128 0.000735292 0.000741693 0.000722664 0.000883238
internal_weight=0 673 2448 228 445 2351 2326 347 251 2285 221 97 1396 144 889 98 1337 200 844 824 775 52 84 96 75 54 723 688 121 49
internal_count=3121 673 2448 228 445 2351 2326 347 251 2285 221 97 1396 144 889 98 1337 200 844 824 775 52 84 96 75 54 723 688 121 49
is_linear=0
shrinkage=0.00196078


Tree=6210
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 2 2 43 132 2 2 4 3 40 52 123 3 15 11 12 150 16 52 52 12 3 4 158 481 48
split_gain=1.07662 0.259551 0.118144 0.109254 0.0992303 0.0899511 0.150238 0.0963353 0.0871275 0.105324 0.0862519 0.0856938 0.0754859 0.0740893 0.068885 0.0675318 0.109919 0.0647164 0.0697219 0.0545707 0.104148 0.0871113 0.0894721 0.108611 0.0859352 0.0563672 0.0612949 0.0525083 0.0537572 0.0505824
threshold=0.10293500000000001 -0.049509999999999992 0.14753000000000002 0.40124500000000002 0.092120000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078139999999999973 0.088890000000000011 0.25063000000000007 0.11018500000000002 -0.0086549999999999978 0.149315 -0.077474999999999988 -0.23375999999999997 0.10695000000000002 0.11658 -0.41942499999999994 0.084110000000000004 0.080890000000000017 0.083555000000000004 -0.11118499999999999 -0.092399999999999982 0.024145000000000003 0.087005000000000013 -0.13309499999999996 -0.10429499999999998 0.08673500000000002 -0.087424999999999989 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 5 4 27 13 -7 29 9 -4 17 12 -9 -3 -12 16 -13 -2 -19 20 21 -6 -23 -24 -21 -26 -27 -1 -29 -8
right_child=1 2 8 -5 19 6 7 11 -10 -11 14 15 -14 -15 -16 -17 -18 18 -20 24 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.010491094427823923 0.0043263210260885811 0.0052333467868420323 0.0022037561051547528 0.0031386484873523429 0.012842967257333492 0.012902176079886227 -0.0025659119500778616 0.013443720540790648 0.0064961709942587698 -0.0059682430289588716 0.010687046201730317 0.0097000877848283096 0.0053381238691508773 -0.00013293425738811494 0.0042933976526708445 -0.0003142195931286551 0.003602948950077468 0.0090606848985160231 0.014030871537790909 0.01479895252850838 0.0019176985669988565 0.010481487615399208 0.00076046842386858773 0.0090657102109323578 0.013198876834327453 0.0051041308270000363 0.0094898457049967834 0.0077747385261491657 0.013233535000108532 0.0040186425438150765
leaf_weight=1423 21 53 46 22 39 29 20 27 23 24 22 48 20 50 72 20 77 119 37 32 26 51 32 31 38 34 508 21 128 28
leaf_count=1423 21 53 46 22 39 29 20 27 23 24 22 48 20 50 72 20 77 119 37 32 26 51 32 31 38 34 508 21 128 28
internal_value=0 0.00577796 0.00434435 0.0101531 0.0102184 0.00514134 0.00610356 0.00528206 0.00115642 -0.000598072 0.00823785 0.0062838 0.00999453 0.00262836 0.00578978 0.00508101 0.00594425 0.00953795 0.0102395 0.00930489 0.00776907 0.00876342 0.00736779 0.00484717 0.00975409 0.00947576 0.00921473 0.0106781 0.0124642 0.00127508
internal_weight=0 736 465 2385 2363 372 269 240 93 70 271 192 47 103 94 145 125 177 156 791 179 153 114 63 612 580 542 1572 149 48
internal_count=3121 736 465 2385 2363 372 269 240 93 70 271 192 47 103 94 145 125 177 156 791 179 153 114 63 612 580 542 1572 149 48
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=31
num_cat=0
split_feature=1 3 1 1 46 132 4 2 158 0 133 12 3 3 0 12 4 12 1203 1213 402 15 12 42 13 43 1 43 15 1
split_gain=0.87206 0.210839 0.106511 0.097651 0.117222 0.090221 0.0887856 0.0804792 0.0679739 0.0619786 0.0581244 0.0556644 0.0556224 0.0677074 0.0545265 0.0844736 0.0720138 0.0870731 0.0688858 0.0900726 0.0760095 0.0915395 0.132761 0.0619306 0.0612597 0.0912359 0.0632842 0.0581505 0.135625 0.0811461
threshold=0.10293500000000001 -0.034684999999999994 0.13075500000000004 0.14262000000000002 0.081930000000000017 -1.0000000180025095e-35 0.042705000000000007 0.13913500000000004 0.077000000000000013 1.0000000180025095e-35 0.085895000000000013 -0.12529499999999996 0.10299500000000002 0.12745000000000004 -0.082974999999999979 -0.085119999999999987 -0.49013999999999996 0.092465000000000006 0.088310000000000013 0.104315 -1.0000000180025095e-35 0.085935000000000025 0.085250000000000006 -0.015274999999999999 0.0061450000000000003 -0.17390999999999998 0.090740000000000015 -0.0017249999999999998 0.098485000000000017 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 11 -2 7 12 -8 -5 -7 -3 14 -14 18 -16 17 -17 19 20 21 22 -1 -22 -18 -26 -27 -25 29 -29
right_child=1 3 -4 9 -6 10 8 -9 -10 -11 -12 -13 13 -15 15 16 24 -19 -20 -21 23 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=0.017769392938353123 0.0020444356434216552 0.0087500512677555278 0.0032782568490471349 0.0024503324370233541 0.012000599703751506 0.0093386845961949613 0.0067205740764299726 0.0030711241310928017 0.0098846210353076471 -0.0034720790727684895 0.0042185965846292675 0.0037469897812452144 0.0023347850384501118 0.010015115700132977 0.0033765109542470712 0.013509060930227863 0.0093186467999667212 0.0060273791383951905 0.015858744625002148 0.0052214415982747694 0.011648318967669302 0.018530915152620186 0.0079075935188420987 0.0099710267891867585 0.010694625398277173 0.0067944307434212037 0.00070364731829613452 0.0077549908377863401 0.01521157083863562 0.0011951119787144389
leaf_weight=20 22 24 55 67 20 196 238 20 95 24 25 303 24 22 26 70 685 20 20 39 155 22 43 518 56 116 20 132 22 22
leaf_count=20 22 24 55 67 20 196 238 20 95 24 25 303 24 22 26 70 685 20 20 39 155 22 43 518 56 116 20 132 22 22
internal_value=0 0.00520017 0.00725211 0.00380409 0.00456874 0.00815154 0.00913781 0.0093836 0.00762323 0.000888378 0.00875949 0.00411419 0.00944573 0.00600799 0.00952536 0.00900138 0.00915262 0.0118465 0.0100493 0.00992993 0.0101265 0.0129776 0.0110383 0.00984109 0.00887617 0.00729753 0.00589873 0.00943746 0.00786708 0.00681787
internal_weight=0 736 298 438 347 243 2385 2052 333 91 221 327 2032 46 1986 993 967 90 993 973 934 85 63 849 877 192 136 694 176 154
internal_count=3121 736 298 438 347 243 2385 2052 333 91 221 327 2032 46 1986 993 967 90 993 973 934 85 63 849 877 192 136 694 176 154
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=31
num_cat=0
split_feature=1 3 2 2 4 132 15 48 14 2 14 0 51 51 2 3 0 160 51 4 52 15 123 13 484 4 1 16 43 0
split_gain=0.706369 0.17078 0.0898236 0.0850587 0.0818487 0.0757346 0.0974315 0.103832 0.0658019 0.0667368 0.0675571 0.0928065 0.107939 0.101094 0.0673071 0.0633836 0.0578399 0.0686857 0.0655664 0.0688774 0.0562332 0.0556542 0.0550121 0.0563081 0.0584569 0.0559716 0.0543277 0.0516919 0.0645714 0.0841004
threshold=0.10293500000000001 -0.034684999999999994 0.11018500000000002 0.14753000000000002 0.40124500000000002 0.088890000000000011 -0.41396999999999995 0.090085000000000012 -1.0000000180025095e-35 0.095545000000000005 0.076975000000000002 -0.11173999999999999 -0.031924999999999995 0.081440000000000026 0.089005000000000015 -0.14477499999999996 -0.076579999999999995 -0.081399999999999986 -0.025879999999999997 -0.069389999999999993 -0.037344999999999996 0.013270000000000002 0.084025000000000016 0.10002500000000002 0.12364500000000002 -0.011209999999999999 0.12873500000000002 0.0057500000000000008 -0.08287499999999999 -0.082619999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 26 21 8 6 -5 -8 -1 10 11 12 -10 14 -14 20 27 -18 -19 -20 -4 -3 23 24 -11 -25 -2 -13 -29 -30
right_child=1 3 15 5 -6 -7 7 -9 9 22 -12 16 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.013099501673111394 0.0085510658487816405 0.0036852291471132629 0.0095486962846640881 0.0046431044768542058 0.0021527260436083784 0.0055462838375799203 -0.0086324854902076458 0.0010831028942696074 -0.0010984365362673998 0.0076834979122835413 0.011553618784757778 0.0090624682917485391 0.014655485037947075 0.0033783640097587923 0.0068006663699634378 0.0014257800871627811 0.002700244445974628 0.012416138224027776 0.0079803263127532671 0.0027536182881643377 0.0035940873822463411 0.0077857297952161056 0.0031280084916700916 0.0068027874614499002 0.013078372969868638 0.00086053869707266922 0.003703822674988597 0.0090434010294725142 0.00094345513348197271 0.0083094813283570417
leaf_weight=28 161 314 29 20 22 23 22 22 20 461 71 1197 20 39 24 46 30 27 158 30 35 37 30 51 21 23 27 71 31 31
leaf_count=28 161 314 29 20 22 23 22 22 20 461 71 1197 20 39 24 46 30 27 158 30 35 37 30 51 21 23 27 71 31 31
internal_value=0 0.00468015 0.0065269 0.00342369 0.00822403 0.0006246 -0.00114413 -0.00377469 0.00828056 0.00822277 0.00853222 0.00840438 0.00549624 0.00708532 0.010371 0.00425719 0.00859457 0.00718263 0.00780807 0.00714628 0.00629227 0.00411748 0.00729917 0.00752423 0.00791854 0.00495587 0.00785492 0.00885466 0.00698438 0.00462647
internal_weight=0 736 298 438 2385 87 64 44 2363 2335 1749 1678 103 83 44 110 1575 245 215 188 64 351 586 556 482 74 188 1330 133 62
internal_count=3121 736 298 438 2385 87 64 44 2363 2335 1749 1678 103 83 44 110 1575 245 215 188 64 351 586 556 482 74 188 1330 133 62
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 1 14 0 0 15 4 4 49 16 1 50 43 11 13 2 4 12 4 40 50 43
split_gain=23.99 3.82228 1.9629 1.59003 1.40926 1.13095 0.787084 0.768071 0.734832 0.538748 0.523727 0.407494 0.519384 0.469838 0.386598 0.377692 0.335811 0.329597 0.290302 0.250958 0.243076 0.231021 0.224545 0.277335 0.220307 0.297046 0.309759 0.206287 0.190664 0.215233
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.042705000000000007 -1.0000000180025095e-35 0.13913500000000004 0.10613000000000002 0.092845000000000025 0.062655000000000016 -0.07929499999999999 -0.11173999999999999 -0.10469999999999999 0.40124500000000002 -0.15464999999999998 -0.054984999999999992 -0.44310499999999992 0.12408500000000001 0.041865000000000006 -0.00045499999999999995 1.0000000180025095e-35 -0.47860499999999995 0.31358000000000003 -0.49405499999999997 0.08401500000000002 -0.17966999999999997 -0.077714999999999992 0.083640000000000006 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 27 10 -8 -4 11 12 13 -1 17 -10 -2 -7 -17 22 -5 -12 -6 -24 28 26 -26 -3 29 -13
right_child=1 4 9 20 19 14 8 -9 15 -11 21 24 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010971059511397398 0.00063346404499292554 0.00041577425977502587 0.00084988477886133737 0.00038939839781453213 0.00031731538208941933 0.00096393561108852057 0.0007324038948944905 0.00058329851019616223 0.0007296287056569959 0.00054904719400737016 0.00096048330070366741 0.00078241090089374902 0.00099436598523607706 0.00075280469563771403 0.00060678374591995694 0.00049657635326478991 0.00089192929114887418 0.00081970643478063924 0.00032224135120788403 0.0003849168890056606 0.00060254031384448993 0.0011938888741349304 0.00019208909103268367 -0.00010052706206253931 0.00091327831627213381 0.00092047662703478742 0.00058034649579659684 0.00023383044877418261 0.0011697606629684193 0.0010104110259366072
leaf_weight=20 23 46 37 36 22 85 54 20 20 60 23 20 1178 64 25 125 121 215 52 23 48 56 33 20 22 503 21 50 21 78
leaf_count=20 23 46 37 36 22 85 54 20 20 60 23 20 1178 64 25 125 121 215 52 23 48 56 33 20 22 503 21 50 21 78
internal_value=0 0.000519144 0.000937146 0.000725585 0.000413372 0.000948424 0.000472012 0.000965649 0.000529765 0.0006638 0.000969461 0.000963046 0.000983744 0.000834781 0.000841049 0.000474219 0.000850647 0.000860571 0.000445359 0.000205739 0.000511194 0.00112594 0.000150791 8.16679e-05 0.000923766 0.000907105 0.000750684 0.000321012 0.00100021 0.00096388
internal_weight=0 673 2448 228 445 2351 347 2026 251 97 2006 1927 1262 84 325 197 144 300 177 98 84 79 75 53 665 546 43 96 119 98
internal_count=3121 673 2448 228 445 2351 347 2026 251 97 2006 1927 1262 84 325 197 144 300 177 98 84 79 75 53 665 546 43 96 119 98
is_linear=0
shrinkage=0.00196078


Tree=6214
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 1 0 1 48 13 1 0 4 50 16 0 4 43 52 1 12 12 475 52 160 4 13
split_gain=25.9986 4.35506 1.95307 1.83596 1.27373 1.26811 0.829948 0.752457 0.635107 0.564583 0.527572 0.489895 0.483888 0.470781 0.425202 0.340445 0.310543 0.302554 0.270059 0.283398 0.267801 0.243715 0.223954 0.216772 0.213836 0.203383 0.223851 0.195057 0.185915 0.179035
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.091265000000000013 0.14753000000000002 0.27287000000000006 0.14122000000000004 0.085605000000000014 -0.14649999999999996 0.09253500000000002 -0.077484999999999984 -1.0000000180025095e-35 0.12765500000000005 -0.22491999999999998 -0.04890499999999999 0.041865000000000006 -1.0000000180025095e-35 0.18019500000000002 -0.072334999999999997 -0.10603999999999998 -0.0092699999999999987 0.084525000000000003 0.08401500000000002 0.095780000000000018 -0.087794999999999998 0.40674500000000008 0.081905000000000019 -0.46376499999999993 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 8 6 12 14 9 -1 -4 -10 21 -8 -6 -14 29 -17 19 -16 -2 -3 24 27 -21 -11 28 -13 -27 -7
right_child=1 5 10 -5 7 16 13 -9 11 25 -12 23 15 -15 18 17 -18 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012069636454769207 0.00067991161755487036 0.00043287252155256258 0.00089504438540506182 0.00052569894299231098 0.0007126413411278204 0.00031342067666112738 0.00048272468892431925 0.00066168835090000286 0.00065607273325725814 0.00087144491621871393 0.00059197158687491482 0.00093455554581591373 0.00091856457073898881 0.0002738838759047425 0.0010092251217527046 0.00076149804913286682 0.00042516729013973695 0.00043922643256343269 0.00071850379454154595 0.00097010611018364019 0.00092441883883017815 0.00062570755538260674 0.0007213958210366614 0.00098820341860546778 0.00088939772825485225 0.0011974653714344281 0.00084000318551871018 0.00070607986118571429 0.0010351882513298671 0.00010300428766613916
leaf_weight=75 20 79 34 84 32 22 83 41 20 30 63 51 20 83 216 24 23 21 20 274 124 37 20 381 234 28 22 20 887 53
leaf_count=75 20 79 34 84 32 22 83 41 20 30 63 51 20 83 216 24 23 21 20 274 124 37 20 381 234 28 22 20 887 53
internal_value=0 0.000535714 0.000970864 0.000756074 0.000982114 0.000422811 0.000478437 0.000920732 0.00101605 0.00104308 0.000698203 0.000956379 0.000570271 0.000378304 0.000934074 0.000705708 0.00022585 0.000611105 0.000943349 0.000949393 0.00089046 0.00049438 0.000924917 0.000969667 0.000932929 0.00103037 0.00103545 0.000870196 0.00104015 0.000164726
internal_weight=0 673 2448 228 2351 445 347 837 1514 1042 97 472 181 166 796 65 98 45 764 744 144 116 528 452 508 967 937 71 915 75
internal_count=3121 673 2448 228 2351 445 347 837 1514 1042 97 472 181 166 796 65 98 45 764 744 144 116 528 452 508 967 937 71 915 75
is_linear=0
shrinkage=0.00196078


Tree=6215
num_leaves=31
num_cat=0
split_feature=1 3 2 1 46 4 2 3 14 124 16 16 15 11 16 2 402 43 4 1455 52 41 14 3 4 3 16 12 1455 16
split_gain=0.811363 0.185118 0.0939992 0.0883541 0.109783 0.0815962 0.0729735 0.0635131 0.0608759 0.0718792 0.0601501 0.10406 0.0562152 0.0555398 0.0545407 0.053428 0.0530909 0.0908656 0.0816 0.0543271 0.0527077 0.0528363 0.0497637 0.0638069 0.107785 0.0533002 0.0912113 0.0621389 0.0539217 0.0738445
threshold=0.10293500000000001 -0.034684999999999994 0.11018500000000002 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.14122000000000004 -0.14477499999999996 0.062655000000000016 -0.076779999999999987 0.054560000000000004 -0.11676499999999999 -0.41942499999999994 0.084110000000000004 -0.010699999999999999 0.13712500000000002 0.08865000000000002 -0.51144999999999985 -0.52556499999999995 -0.23681499999999997 -0.16675999999999999 0.079395000000000007 -1.0000000180025095e-35 0.090900000000000009 -0.059649999999999988 -0.028564999999999997 -0.013024999999999998 0.11734000000000001 -0.088559999999999986 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 4 15 6 8 14 9 -1 11 -5 -2 -14 -4 -3 17 -11 -19 -20 -10 -22 -21 25 -25 27 -27 28 29 -24
right_child=1 3 7 10 -6 -7 -8 -9 20 16 -12 -13 13 -15 -16 -17 -18 18 19 22 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0059458709730789427 0.0034303803573406881 0.0046045448237277721 0.003921355712501442 0.0019853156446737962 0.011636877418495714 0.0027617101068079302 0.00469802460837655 0.0017920464586021136 0.0069985153805464514 0.0031328150736434123 0.0050089695741637394 -0.0066838563187047841 0.0079470354681633101 0.012338282467445007 0.0097712800721274119 0.0012805152764362362 0.010374322281447967 0.013800568216141652 0.012383462047976692 0.013133053365163506 0.014785545930246134 0.008915413037428389 0.009682101588696243 0.0092003368899564852 0.0018222134198165605 0.0085631461651064465 0.015037739573745058 0.0045290830144141285 0.0088284715852739865 0.0013737568348322227
leaf_weight=82 21 268 34 45 20 22 41 46 20 28 26 20 130 37 30 59 237 33 41 25 46 23 20 44 36 55 36 36 1537 23
leaf_count=82 21 268 34 45 20 22 41 46 20 28 26 20 130 37 30 59 237 33 41 25 46 23 20 44 36 55 36 36 1537 23
internal_value=0 0.0050255 0.00694821 0.00371735 0.00444469 0.00882364 0.00888008 0.00462635 0.00895393 0.0088517 0.000943904 -0.000682122 0.00830675 0.00891995 0.00666351 0.0040048 0.00896248 0.00878766 0.00887161 0.00878383 0.0115187 0.0128288 0.00870238 0.0086404 0.00588018 0.00876976 0.0111245 0.00863716 0.00873076 0.0052381
internal_weight=0 736 298 438 347 2385 2363 110 2322 2233 91 65 188 167 64 327 2151 1914 1886 1853 89 69 1812 1787 80 1707 91 1616 1580 43
internal_count=3121 736 298 438 347 2385 2363 110 2322 2233 91 65 188 167 64 327 2151 1914 1886 1853 89 69 1812 1787 80 1707 91 1616 1580 43
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 1 0 34 150 12 4 4 475 2 157 47 3 13 2 16 11 4 131
split_gain=40.7142 6.8886 3.98965 3.17963 2.302 2.07039 1.20081 1.14317 1.10911 1.00683 0.957404 0.761185 0.686111 0.697447 0.522655 0.482491 0.390627 0.424507 0.377046 0.300542 0.265808 0.255762 0.249794 0.250771 0.237118 0.237084 0.198377 0.194733 0.188736 0.187109
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.27834500000000006 0.09253500000000002 0.14753000000000002 0.089625000000000024 -0.10607499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.27834500000000006 -0.076304999999999984 -0.0091949999999999983 -0.069619999999999987 0.090100000000000013 0.0022600000000000003 -1.0000000180025095e-35 0.088930000000000023 0.19444000000000003 0.075910000000000019 -0.0029599999999999995 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 6 12 11 15 -6 -5 14 16 -14 -4 19 17 -1 -16 -7 -15 -18 23 -3 -20 -19 28 -8 -23 -2
right_child=1 2 7 10 9 8 27 -9 -10 -11 -12 -13 13 20 18 -17 21 25 24 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014529919454333191 0.0012167825537617086 0.00044676119220747888 0.00018693726988659444 0.0010335146106839729 0.0010292880406482007 0.0012006185674199872 0.0012521013091592228 0.00065147907141977098 0.00070209630557021023 0.00061703622147801839 0.00062523896232307644 0.00013477006904673395 0.00082440536396176205 0.00088265801140782882 0.00061311092508809591 0.00078772829863132563 0.00089836272678010158 0.0011932481916252045 0.00028827966283585425 0.0010371884257265793 0.0011169879515468637 0.0011635993721197022 0.00069879880996749676 0.00058987436920567514 0.00052737829053912618 0.0011254687168105852 0.00097509463792484177 0.0014614144906931886 0.0010417036967421836 0.00099911358798463932
leaf_weight=22 49 104 45 34 69 50 25 37 41 34 63 87 40 20 33 27 21 882 52 321 268 230 32 86 23 256 32 54 62 22
leaf_count=22 49 104 45 34 69 50 25 37 41 34 63 87 40 20 33 27 21 882 52 321 268 230 32 86 23 256 32 54 62 22
internal_value=0 0.000571696 0.000503569 0.00111624 0.000650935 0.0011306 0.00115848 0.000330667 0.00100916 0.000893205 0.000768346 0.000281209 0.00114828 0.00106702 0.000364478 0.0010408 0.00116599 0.00118322 0.000438453 0.00105921 0.00110072 0.00110806 0.000538531 0.000511539 0.000361603 0.001178 0.00112166 0.00139518 0.00113772 0.00114934
internal_weight=0 673 602 2448 325 2351 1912 277 439 103 97 240 1833 328 153 398 1505 1160 108 371 288 345 222 190 75 1138 324 79 292 71
internal_count=3121 673 602 2448 325 2351 1912 277 439 103 97 240 1833 328 153 398 1505 1160 108 371 288 345 222 190 75 1138 324 79 292 71
is_linear=0
shrinkage=0.00196078


Tree=6217
num_leaves=31
num_cat=0
split_feature=1 1 457 16 0 52 43 4 2 16 1 123 16 10 11 3 52 0 0 52 12 51 1 0 16 43 1213 402 402 16
split_gain=0.821043 0.184294 0.109137 0.097906 0.0812977 0.0738059 0.0827449 0.070713 0.0725938 0.0658369 0.0570727 0.0645818 0.0629615 0.0587411 0.0560298 0.0705528 0.0958839 0.0754393 0.110825 0.0623093 0.078763 0.0596849 0.0578877 0.0468892 0.0858375 0.100535 0.0840955 0.0560825 0.0661848 0.0769784
threshold=0.10293500000000001 0.12337000000000002 0.094310000000000019 0.15891500000000003 0.22582000000000002 0.12492500000000002 0.070450000000000013 0.042705000000000007 0.13913500000000004 -0.43320999999999993 0.14860500000000001 0.11679000000000002 -0.39185999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12711499999999995 -0.034054999999999995 -0.11173999999999999 -0.15350499999999997 0.088785000000000017 0.085355000000000014 -1.0000000180025095e-35 0.085345000000000018 -0.084044999999999995 0.033715000000000009 -0.08287499999999999 0.104315 0.2506000000000001 0.093135000000000009 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 7 6 -2 8 14 -9 11 12 -3 -12 15 16 -1 18 22 20 -16 -22 -17 24 26 -26 -19 28 -25 -30
right_child=1 10 -4 -5 -6 -7 -8 9 -10 -11 13 -13 -14 -15 19 17 -18 23 -20 -21 21 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-6.8169608712196348e-05 0.0044265316272768277 0.0024902624119098014 0.00082170972977217065 0.0093004534614178902 0.0026006702156293961 0.0090996472004123714 0.010497700487263501 0.0094763936676810767 0.0030755363916978242 0.0064868286600736182 -0.0037557547409299086 -0.0013490987010300161 0.0060099586968405038 0.0025267855061785038 0.017182621051772283 0.012244947406428832 0.0093991760852868145 0.01041451970097187 0.0013493740387881797 0.007071117168568352 0.013533959248029118 0.0073156552517722392 0.0064349204616403173 0.0086910729819168354 0.010071849344799724 0.00099562910263952995 0.0056334405994186041 0.0040310229815077037 0.016182338049223362 0.0094262868107762195
leaf_weight=20 220 96 34 108 21 55 25 111 20 219 22 22 108 46 26 27 23 649 30 27 33 29 47 917 26 23 39 24 26 48
leaf_count=20 220 96 34 108 21 55 25 111 20 219 22 22 108 46 26 27 23 649 30 27 33 29 47 917 26 23 39 24 26 48
internal_value=0 0.00497447 0.00626504 0.00671865 0.00879521 0.0057892 0.00504604 0.00885024 0.00907053 0.00749241 0.00303424 0.0037985 0.00435363 0.000494199 0.00913007 0.00900027 0.00499576 0.00909305 0.00647631 0.0112734 0.0125628 0.0106254 0.0085548 0.00924838 0.00985549 0.00581158 0.0101435 0.00880755 0.00892323 0.0118
internal_weight=0 736 442 408 2385 300 245 2364 2034 330 294 226 204 68 2014 1899 43 1856 104 115 88 62 74 1752 737 49 688 1015 991 74
internal_count=3121 736 442 408 2385 300 245 2364 2034 330 294 226 204 68 2014 1899 43 1856 104 115 88 62 74 1752 737 49 688 1015 991 74
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 47 1 2 34 4 4 131 150 1456 15 3 160 2 12 47 3 13 15 0 15 4
split_gain=16.8064 2.85039 1.65579 1.50945 1.03622 0.949664 0.473997 0.464424 0.447089 0.424052 0.420328 0.287919 0.436967 0.311454 0.279661 0.256247 0.243605 0.219188 0.216274 0.221307 0.522265 0.20707 0.193565 0.178932 0.16351 0.156818 0.150463 0.149561 0.392669 0.131934
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.14122000000000004 0.10672500000000001 0.13082500000000002 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.24564500000000003 0.082750000000000004 1.0000000180025095e-35 0.056265000000000009 1.0000000180025095e-35 -0.12018999999999998 -0.020569999999999995 0.31358000000000003 0.095780000000000018 0.090100000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.091295000000000015 -0.11173999999999999 -0.10469999999999999 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 14 16 -6 11 -5 12 -4 -14 17 21 22 18 19 20 -1 -13 -7 24 -3 -15 -20 28 -21 -29
right_child=1 2 9 10 8 7 -8 -9 -10 -11 -12 15 13 25 -16 -17 -18 -19 26 27 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00042549289762973782 0.00077097962990948057 0.00030373811352664101 0.00011923997488465314 0.00069378503526302084 0.00070308951274252948 0.00076512805435782164 0.00093527329250241847 0.0004867332710896537 0.00041875901418963286 0.00045573931137523276 0.00042326442994133277 0.00014896878057305574 0.00051134997583907461 0.00020660391968483428 0.00057418845097223915 0.00033897677856479201 0.00052608654414321859 0.0008489513807937878 0.00081550204067365147 0.0009139652374912711 0.00083043929737280399 -8.1897466397825992e-05 0.00067551378851008598 0.00051795907030977744 0.00041883710935753147 0.00041331950397718523 0.00076237020580633503 0.00078124487564260015 0.00059389804049032402 0.00069495479900777608
leaf_weight=25 74 98 45 34 73 180 79 41 30 34 63 59 32 43 25 20 27 175 573 20 24 20 191 32 92 21 319 538 56 78
leaf_count=25 74 98 45 34 73 180 79 41 30 34 63 59 32 43 25 20 27 175 573 20 24 20 191 32 92 21 319 538 56 78
internal_value=0 0.000407925 0.000363073 0.00075779 0.00045773 0.00076768 0.000786563 0.000685436 0.000620275 0.000250798 0.000518086 0.000221764 0.000278671 0.000353405 0.000780154 0.000140715 0.000705906 0.000783002 0.000775934 0.000751176 0.000623834 9.05216e-05 0.000718992 0.000382315 0.00035947 0.000274432 0.000796501 0.000760193 0.000678126 0.000770319
internal_weight=0 673 599 2448 325 2351 1912 439 103 274 97 240 141 96 1833 99 398 1808 1633 741 49 79 371 222 190 64 892 692 76 616
internal_count=3121 673 599 2448 325 2351 1912 439 103 274 97 240 141 96 1833 99 398 1808 1633 741 49 79 371 222 190 64 892 692 76 616
is_linear=0
shrinkage=0.00196078


Tree=6219
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 2 1 2 4 12 4 157 16 47 2 4 48 12 14 11 2 15 10 12
split_gain=19.3457 3.31586 1.9524 1.59654 1.19844 0.973664 0.62443 0.599902 0.490862 0.478134 0.472406 0.36417 0.322464 0.356977 0.321434 0.219161 0.258988 0.244718 0.203948 0.196865 0.195658 0.186549 0.175317 0.186953 0.168185 0.166294 0.154605 0.15376 0.274971 0.151835
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.14753000000000002 0.089625000000000024 0.090425000000000019 0.42051500000000003 0.09141500000000001 -0.51843499999999987 -0.069619999999999987 0.19444000000000003 0.090100000000000013 -0.0091949999999999983 -0.00059999999999999995 0.082620000000000013 0.095780000000000018 -0.23083499999999998 0.075910000000000019 0.089775000000000008 -0.41942499999999994 -0.38124499999999995 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 12 -6 -5 22 14 15 20 -4 16 -1 -17 21 24 -14 26 23 -7 -3 -9 -19 -13 -29 -24
right_child=1 2 6 9 8 10 -8 25 -10 -11 -12 27 13 -15 -16 17 -18 18 -20 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011097152868481668 0.00086673041815236128 0.00055804213888575752 0.00045329104153981828 0.00078931313659029022 0.00079284957163410971 0.00086618421893076933 0.00054766266065327392 0.00091631627082824712 0.00050528939288780228 0.00049913688734944941 0.00057754711382044719 0.00028078573591568888 0.00065671563245022152 0.00061780925802438786 0.00026522657426712737 0.00063758287248379933 0.00089492437470581202 0.00097509483682665509 0.00070739663662571536 0.00059589281228517054 0.00085315062517285207 0.00077379843583482181 0.00059025148842848979 0.00077138014634495092 0.00040477868942898087 0.0011097420861886391 0.00086446477617802995 0.00026171521126639607 -1.6719969659069781e-05 0.00078272494396158299
leaf_weight=22 76 33 54 34 74 157 37 25 33 61 41 32 21 31 99 21 1138 69 32 32 272 59 26 163 166 54 164 25 30 40
leaf_count=22 76 33 54 34 74 157 37 25 33 61 41 32 21 31 99 21 1138 69 32 32 272 59 26 163 166 54 164 25 30 40
internal_value=0 0.000480346 0.000432598 0.000852161 0.000532611 0.000862298 0.00031056 0.00088124 0.000704163 0.000602989 0.00077766 0.000274007 0.000874014 0.000817901 0.000331602 0.000886094 0.000898998 0.000842707 0.000856002 0.000453148 0.000839072 0.000872287 0.000798916 0.000817893 0.000430194 0.00104853 0.000897226 0.000172718 0.000109841 0.000706902
internal_weight=0 691 615 2430 338 2335 277 1908 107 95 427 240 1829 324 153 1505 1160 345 324 231 293 292 386 320 199 79 233 87 55 66
internal_count=3121 691 615 2430 338 2335 277 1908 107 95 427 240 1829 324 153 1505 1160 345 324 231 293 292 386 320 199 79 233 87 55 66
is_linear=0
shrinkage=0.00196078


Tree=6220
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 4 0 15 150 34 4 12 4 3 1 31 47 15 16 12 15 4 1
split_gain=17.1667 2.9235 1.74161 1.50701 1.08015 0.884432 0.660681 0.486535 0.473575 0.448346 0.427879 0.347925 0.334287 0.378563 0.35305 0.293337 0.276693 0.230065 0.218793 0.229818 0.207132 0.173744 0.166033 0.165154 0.149353 0.149119 0.142036 0.13831 0.13419 0.127775
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.14285500000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.27834500000000006 0.088245000000000004 -0.52556499999999995 -0.13927999999999999 0.083345000000000016 -0.077289999999999984 0.090100000000000013 -0.45963999999999994 -0.039889999999999988 0.095780000000000018 -0.095869999999999983 -0.036839999999999991 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 12 11 -5 15 -6 16 13 14 -1 26 22 -18 19 -15 -21 -14 -4 -3 -19 -16 -7 -23 -2 -13
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 29 21 18 25 -17 17 24 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090612405299733874 0.00088172906870935476 0.00040891010758022019 0.00032199759355043978 0.00075678040344384103 0.00075865212979154737 0.00081430079265292692 0.0010134691063228688 0.00051514927433178495 0.00046963600060356727 0.00054507482403177553 0.00048556264179448288 0.00021198305805220069 0.0007883582373752313 0.0010698496377100797 0.00053424929493879961 0.00056309745354157217 0.00052230257823990256 0.00045422133576580566 0.00082150648103277086 0.00066989017224389745 0.00086725267337347568 0.00073631246189477886 8.3734007244207169e-05 0.0005611749667236033 0.00025248554339273537 0.00074881602279549717 0.00073753594014609682 0.00052736680189462387 0.0007033618008778765 3.9672223202376357e-05
leaf_weight=23 50 190 22 34 71 180 79 34 63 41 32 78 108 21 33 27 32 21 784 21 773 29 23 32 43 20 191 21 24 21
leaf_count=23 50 190 22 34 71 180 79 34 63 41 32 78 108 21 33 27 32 21 784 21 773 29 23 32 43 20 191 21 24 21
internal_value=0 0.000456199 0.000410776 0.000809794 0.000507855 0.000819676 0.0008379 0.000295627 0.000570285 0.000740308 0.000673809 0.000264528 0.000830333 0.000838465 0.000703255 0.00076042 0.000327085 0.000386554 0.000844892 0.000867388 0.000862033 0.000744117 0.000200218 0.000430858 0.00031868 0.000615218 0.00077478 0.000648555 0.00082388 0.000175432
internal_weight=0 673 599 2448 325 2351 1912 274 97 439 103 240 1833 1675 76 398 141 96 1599 815 794 158 45 222 64 53 371 50 74 99
internal_count=3121 673 599 2448 325 2351 1912 274 97 439 103 240 1833 1675 76 398 141 96 1599 815 794 158 45 222 64 53 371 50 74 99
is_linear=0
shrinkage=0.00196078


Tree=6221
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 0 1 4 150 2 4 0 4 15 40 1 3 1 0 1 475 15 39 50
split_gain=45.499 7.42424 3.6438 3.33113 2.40358 2.15398 1.51825 1.30183 1.21894 1.03771 0.929186 0.823969 0.89064 0.565753 0.557462 0.543936 0.492344 0.482522 0.483465 0.466033 0.379772 0.370884 0.36597 0.365476 0.337985 0.31082 0.272463 0.271187 0.260866 0.220186
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.13501500000000002 0.09253500000000002 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 1.0000000180025095e-35 0.11704500000000001 -0.15289999999999995 -0.07929499999999999 -0.55119499999999988 -0.097454999999999986 -0.077714999999999992 0.16175000000000003 -0.12711499999999995 0.13075500000000004 -0.15202999999999997 0.12958500000000003 -0.079029999999999975 -0.03241999999999999 0.096625000000000016 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 20 11 25 14 -4 12 24 17 26 -2 -10 -13 -19 -14 -3 29 -20 -5 -1 -8 -7 -26 -18 -6
right_child=1 4 10 23 21 9 8 -9 16 -11 -12 13 19 -15 -16 -17 28 18 22 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.001187801884466628 0.00090240721937927552 0.00024136538519655041 0.00084974149138921273 0.00044447955182370014 -1.7503909745603393e-05 0.0010449522328366823 0.00077802198525462316 0.0012511936513594699 0.00061932678717900721 0.00058035771819014178 0.00044752736713585365 0.0010367607232079643 0.00090738997766465852 0.00086635598114959968 0.00060844217759991129 0.00055394215068743364 0.00033046478480002508 0.0012367206486696275 0.00075281559210531508 0.00055363283396641966 -5.5015232121827555e-06 -0.00024674366950905291 0.00096241802919960035 0.00015818198680195934 0.0010196978960811183 0.00046996810610460885 0.00088500829935184112 0.00075689974784581371 0.00012818748636621663 0.00019902668206715117
leaf_weight=23 124 46 34 60 65 47 34 79 20 48 63 1146 22 104 26 20 134 23 35 41 50 21 377 24 36 20 318 26 30 25
leaf_count=23 124 46 34 60 65 47 34 79 20 48 63 1146 22 104 26 20 134 23 35 41 50 21 377 24 36 20 318 26 30 25
internal_value=0 0.000385279 0.000960937 0.000672993 0.000237866 0.000976303 0.000320941 0.00100474 0.000404901 0.000852442 0.00058851 0.000994121 0.000853848 0.00100644 0.000885844 0.000854009 0.000328883 0.00101566 0.000960057 0.000677167 0.000112789 -1.21054e-05 0.000944612 0.00036268 0.0009848 0.000663928 0.000905604 0.000909492 0.000293463 4.26435e-05
internal_weight=0 673 2448 228 445 2351 334 1912 238 439 97 1833 148 1685 391 144 184 1581 435 63 96 111 412 84 85 54 365 62 164 90
internal_count=3121 673 2448 228 445 2351 334 1912 238 439 97 1833 148 1685 391 144 184 1581 435 63 96 111 412 84 85 54 365 62 164 90
is_linear=0
shrinkage=0.00196078


Tree=6222
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 48 160 2 15 14 15 2 43 124 52 4 2 2 11 2 1 2 52 159 41 475 49 1454 52 158
split_gain=1.1771 0.253672 0.162607 0.122645 0.110574 0.1083 0.101984 0.0962421 0.0802904 0.118588 0.103992 0.0765127 0.0751966 0.0748328 0.0707911 0.0686443 0.0687768 0.0898815 0.0598321 0.0566419 0.0561679 0.0756028 0.073001 0.106034 0.072196 0.0650848 0.0719189 0.0571216 0.0754145 0.0645866
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.40124500000000002 0.15372000000000002 -0.24498999999999996 0.092120000000000021 -0.24436499999999997 -0.47071999999999997 -0.14809499999999998 0.14960000000000004 0.022390000000000004 -0.082135 0.056145000000000007 -0.17966999999999997 -0.0050599999999999994 0.092235000000000025 0.080455000000000013 0.14122000000000004 0.086920000000000011 0.087675000000000017 0.26521500000000003 -0.46048499999999998 0.075585000000000013 -0.088274999999999978 0.11560500000000001 0.083100000000000021 -0.23375999999999997 0.089030000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -5 18 9 -8 -10 12 15 -11 -4 -12 -17 -18 20 -9 22 -22 24 -24 25 -1 27 28 -27 -30
right_child=1 2 14 5 -6 -7 8 19 10 13 11 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0067998337477226476 0.010594371181502138 0.012541335415095091 -0.00039446339827739225 0.012170235540353409 0.0032308368409179494 -0.0016641575953967515 0.0098734919492226968 0.0096514335030442461 0.013133736748603129 -0.0023201971520813041 0.011148358108899133 0.00055820544436573983 0.012087535902502992 0.00358875305348908 0.0052705888896525726 0.0010099792445544154 0.0095395717801203816 0.0045864501290775331 0.014955308170550886 0.0058343257823186678 0.010073689982645757 0.0045066462722248759 0.012545956383374605 0.0032687474590992294 0.015540701850611523 0.015834587540190955 0.0059534555589780217 0.0072965766754791595 0.011088576176673123 0.014172686009181701
leaf_weight=34 93 25 71 23 22 21 26 750 21 26 22 25 21 122 32 32 52 124 34 41 395 26 22 28 38 39 25 33 824 74
leaf_count=34 93 25 71 23 22 21 26 750 21 26 22 25 21 122 32 32 52 124 34 41 395 26 22 28 38 39 25 33 824 74
internal_value=0 0.00571278 0.00500673 0.00570125 0.0102876 0.00536921 0.0056682 0.0103533 0.00535069 0.00364491 0.00635004 0.00583389 0.00635936 0.00255069 0.00136555 0.00583635 0.0052745 0.00604987 0.010806 0.00945358 0.0107142 0.00972988 0.0110852 0.00735072 0.0112602 0.0111022 0.0112492 0.0113857 0.0115297 0.0113427
internal_weight=0 736 643 540 2385 515 494 2363 471 174 297 276 251 148 103 230 208 176 1572 791 1538 421 1117 50 1067 1029 995 970 937 898
internal_count=3121 736 643 540 2385 515 494 2363 471 174 297 276 251 148 103 230 208 176 1572 791 1538 421 1117 50 1067 1029 995 970 937 898
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=31
num_cat=0
split_feature=1 1 52 124 2 3 2 10 10 401 123 484 50 2 42 16 456 15 41 3 15 0 12 403 132 475 2 49 52 52
split_gain=0.953451 0.209053 0.110699 0.0921881 0.077499 0.0964673 0.0753994 0.0617819 0.102459 0.0998471 0.074086 0.0649369 0.0608412 0.0772773 0.059712 0.0586407 0.055127 0.0537042 0.0798951 0.0691851 0.0684922 0.139449 0.10312 0.144363 0.0730456 0.0643147 0.0755025 0.0599581 0.0712516 0.0597034
threshold=0.10293500000000001 0.12337000000000002 -0.40967499999999996 -0.076779999999999987 1.0000000180025095e-35 -0.014944999999999998 0.13404500000000005 -0.0079749999999999977 -0.38124499999999995 0.085900000000000018 0.087755000000000014 0.068975000000000009 0.11768500000000003 0.13501500000000002 -0.0060199999999999993 0.13751500000000003 0.090345000000000009 0.040760000000000005 0.07677500000000001 -0.047929999999999993 -0.10469999999999999 -0.10607499999999999 0.092550000000000007 -0.082179999999999989 0.082150000000000015 -0.072689999999999991 0.088850000000000012 -0.069799999999999987 -0.029369999999999997 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 -4 17 8 -3 10 11 12 13 -9 -1 -8 -6 20 19 -19 29 27 23 -23 -25 -24 -27 -22 -29 -5
right_child=1 7 4 6 16 -7 15 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 25 24 -26 26 -28 28 -30 -31
leaf_value=0.0090951362938190318 0.0098569890938377328 0.004023685510208666 0.0090224137782738741 0.015242769643664361 0.0051072933083268985 0.0026124262181110684 0.0023793443071621436 0.0059617061369296662 -0.0040674064613493354 -0.0027423974703110403 0.0018332575278223627 0.011093097827542807 0.0094418113721379399 6.6992815450898238e-05 0.0039188598116967257 0.009334458052498204 -0.0003953545696276706 0.0096552372474832462 0.014542633871472366 0.014002233371138574 0.0079861625660123531 0.001993841621214929 0.010979686117553641 0.010383842351887627 0.0060543503634454239 0.0011517824689772998 0.007325389614817511 -0.0018686266243457797 0.0055756955614520449 0.010024008198549351
leaf_weight=39 81 34 108 25 203 30 27 61 29 21 70 20 24 35 52 22 20 1003 37 38 40 23 42 540 42 22 199 20 36 178
leaf_count=39 81 34 108 25 203 30 27 61 29 21 70 20 24 35 52 22 20 1003 37 38 40 23 42 540 42 22 199 20 36 178
internal_value=0 0.0051415 0.00651602 0.00925881 0.00576639 0.00762894 0.00938263 0.00307504 0.000299215 0.00383209 0.00448953 0.00581767 0.00493844 0.00381259 0.00613726 0.00550205 0.00461378 0.00946733 0.00997622 0.00981392 0.00899725 0.0086457 0.00904568 0.00976432 0.0100714 0.00739254 0.00671082 0.00502916 0.00291701 0.0106667
internal_weight=0 736 442 2385 361 138 2294 294 63 231 210 140 120 96 91 49 223 2245 1078 1041 1167 964 868 605 582 263 221 96 56 203
internal_count=3121 736 442 2385 361 138 2294 294 63 231 210 140 120 96 91 49 223 2245 1078 1041 1167 964 868 605 582 263 221 96 56 203
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 48 4 124 9 2 51 15 133 12 2 10 0 0 15 47 480 2 3 47 475 11 43 47 3 4 48
split_gain=0.772295 0.169544 0.115545 0.0873166 0.0834691 0.0833507 0.0808138 0.0931927 0.12619 0.0883771 0.0690648 0.0714302 0.078838 0.0686333 0.0635335 0.0609356 0.0764164 0.0704006 0.0560988 0.0524575 0.0525914 0.0493992 0.0571644 0.0565998 0.0634044 0.0567435 0.053868 0.0516318 0.0500337 0.0475396
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.15372000000000002 0.40124500000000002 0.0049200000000000008 -1.0000000180025095e-35 0.092235000000000025 0.067785000000000012 -0.41942499999999994 0.0068000000000000014 0.092200000000000018 0.092120000000000021 -0.0087699999999999983 -0.10474999999999998 -0.13843999999999998 -0.41396999999999995 0.094460000000000002 0.11747 0.15109000000000003 0.090900000000000009 0.081320000000000017 -0.08230999999999998 0.080455000000000013 -0.11008499999999999 0.10323000000000002 -0.10217499999999997 -0.42529999999999996 0.097500000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 13 7 14 10 -10 -9 12 -12 -1 -5 16 -4 -17 -14 20 21 22 23 -15 25 -25 -24 -27 -23 -29
right_child=1 2 15 4 -6 -7 -8 8 9 -11 11 -13 18 19 -16 17 -18 -19 -20 -21 -22 28 26 24 -26 27 -28 29 -30 -31
leaf_value=0.0087722610644446891 0.0086182155091220382 0.010444011229694298 0.00085608600541794066 0.0044292433432543262 -0.0017824792943429203 0.0022061635189774362 0.00010034220952851076 0.0034142162223967411 0.0034551245260185433 0.0081331420601054565 0.015149777139433558 0.0042040182366257627 0.012324936194768684 0.011277515287511052 -0.0019864134297802533 0.0028190119750797753 0.0080885715122955542 -0.0050725918066186404 0.0056766988352561993 0.012561397884218468 0.0024348264466971161 0.0081014300596767251 0.014859523089795735 0.010051095119688842 0.002656894073718124 0.002958619916656365 0.0079380815767723586 0.0077617399878985305 0.0024300546678049225 0.0041144136100625386
leaf_weight=1572 93 25 48 33 21 22 36 24 210 50 27 21 22 40 29 20 21 26 30 21 20 28 22 82 27 27 23 427 35 39
leaf_count=1572 93 25 48 33 21 22 36 24 210 50 27 21 22 40 29 20 21 26 30 21 20 28 22 82 27 27 23 427 35 39
internal_value=0 0.00462735 0.00405014 0.00467574 0.00438905 0.00833293 0.00465793 0.00502581 0.00560665 0.00435474 0.00823161 0.00938778 0.0107657 0.00838997 0.00142837 0.00117778 0.00305728 -0.00164146 0.00848941 0.00763021 0.00749573 0.00763068 0.00787645 0.00763494 0.00739291 0.0076153 0.0113219 0.00721016 0.00495067 0.00745649
internal_weight=0 736 643 528 503 2385 482 446 384 260 124 100 79 2363 62 115 69 46 52 791 770 750 687 642 602 575 45 493 63 466
internal_count=3121 736 643 528 503 2385 482 446 384 260 124 100 79 2363 62 115 69 46 52 791 770 750 687 642 602 575 45 493 63 466
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 4 1 457 2 159 1 2 1 2 50 49 475 2 2 43 4 2 16 1 14 0 11 16
split_gain=24.5519 3.14227 2.67257 1.65875 1.35222 1.16315 0.800714 0.69848 0.638349 0.628887 0.549071 0.548881 0.416284 0.449137 0.390022 0.36736 0.345227 0.322646 0.286264 0.273388 0.402115 0.247505 0.239405 0.240335 0.204565 0.198548 0.195099 0.188266 0.182455 0.179098
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076175000000000007 0.27287000000000006 0.092845000000000025 0.080930000000000016 0.14122000000000004 0.084250000000000005 0.089770000000000016 -0.0091949999999999983 0.12765500000000005 0.090425000000000019 0.041865000000000006 -0.012034999999999999 -0.066784999999999983 -1.0000000180025095e-35 0.11177500000000001 -0.00045499999999999995 -0.55119499999999988 0.089005000000000015 -0.013324999999999998 0.10538500000000002 -0.46166999999999997 0.13134000000000004 0.075910000000000019 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 7 12 11 -4 10 18 19 22 -14 26 -15 -7 -2 -5 -3 -21 -6 -1 29 -22 27 -9 -20 -8 -24
right_child=1 5 8 9 21 16 28 14 -10 -11 -12 -13 13 15 -16 -17 -18 -19 25 20 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011837199516262387 0.00061228289761964009 0.00042729434843351635 0.00084816091350922837 0.0010048733003173685 0.00036651029482063856 0.00014376016224740572 0.0010244701486414351 0.00062590171309078444 0.00053273049396895583 0.00058955713749928734 0.00064965796219082549 0.00033939130534923811 0.00066233284300708565 0.00094852927250201719 0.00026906244823642685 0.00072995989942570142 0.00041836014220718125 0.00088706782527541047 0.000889505537867995 0.0008037237507872889 0.00065020110616819369 0.00059540632366090595 0.0010038706887872545 0.00094386053236323794 0.00039609074557807046 0.00067519470026680066 0.00040001093616605506 0.0007054747395909758 0.0012330115263498428 0.00090529549253147803
leaf_weight=22 20 24 37 67 32 75 23 21 74 34 41 37 27 284 83 33 23 92 302 42 29 42 889 524 21 20 49 23 54 77
leaf_count=22 20 24 37 67 32 75 23 21 74 34 41 37 27 284 83 33 23 92 302 42 29 42 889 524 21 20 49 23 54 77
internal_value=0 0.000491212 0.000935379 0.000949025 0.000702104 0.000394118 0.000974792 0.000453658 0.000637874 0.000846751 0.000866055 0.000547338 0.000966664 0.000905099 0.000359978 0.000925776 0.000208207 0.000837999 0.00088759 0.000613666 0.000662284 0.000496424 0.00098067 0.000977672 0.000543475 0.000864813 0.000467778 0.000876482 0.00117072 0.000996013
internal_weight=0 590 2531 2420 186 404 1933 306 111 487 453 153 1856 344 153 317 98 112 412 116 92 74 1512 1490 50 345 70 325 77 966
internal_count=3121 590 2531 2420 186 404 1933 306 111 487 453 153 1856 344 153 317 98 112 412 116 92 74 1512 1490 50 345 70 325 77 966
is_linear=0
shrinkage=0.00196078


Tree=6226
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 1 2 2 150 4 47 3 4 12 4 3 4 3 1 0 3 160 15
split_gain=25.9282 4.03958 2.63421 2.03961 1.43057 1.37397 0.786486 0.730679 0.717546 0.612509 0.572638 0.4923 0.469611 0.778312 0.352723 0.346919 0.32793 0.215419 0.214394 0.208647 0.202365 0.281626 0.202339 0.187442 0.175347 0.171841 0.201539 0.169526 0.155611 0.155225
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14122000000000004 0.14753000000000002 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 0.27834500000000006 0.090100000000000013 -0.010424999999999999 0.23246000000000003 0.09141500000000001 -0.51843499999999987 -0.12018999999999998 0.057560000000000007 0.090900000000000009 0.076935000000000017 -0.030209999999999997 1.0000000180025095e-35 -0.067824999999999983 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 12 11 -5 19 15 16 20 14 -14 23 -4 27 -18 -6 21 -1 -22 25 -23 26 -7 -3 -20 -13
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 29 13 -15 -16 -17 18 -19 28 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012244578197000183 0.00095334131969203274 0.00040963121179510097 0.0004983336439067452 0.00089648320133375663 0.00093471082110030976 0.00091682490348523737 0.001176348183653918 0.00057481640918258324 0.00054303089342547597 0.00049880135171358881 0.00064155464641846066 0.000269607199908362 0.00069823947203967278 0.00055658458323175851 0.00095126358173484513 0.0006804618328121898 0.00040493016240344211 0.00063750653954325722 0.00037428390056661818 0.00072253079307513408 0.00077091191546821035 0.0009998935097927221 0.00095794412553877389 0.00082377203581476301 0.00086610090865928233 0.0010001511095915486 0.00073920873408557996 0.00052654166981412718 0.0001707671847205671 9.7850445629331592e-05
leaf_weight=21 71 99 40 34 49 200 76 37 63 24 41 32 23 23 268 30 41 33 20 28 24 1097 303 97 39 81 28 92 52 55
leaf_count=21 71 99 40 34 49 200 76 37 63 24 41 32 23 23 268 30 41 33 20 28 24 1097 303 97 39 81 28 92 52 55
internal_value=0 0.000510998 0.000458828 0.000945558 0.000578572 0.000957054 0.000980969 0.000318334 0.000666921 0.000772306 0.0008631 0.000278793 0.00097271 0.00090382 0.000931265 0.000883933 0.000345759 0.000491219 0.00029175 0.000857554 0.000987287 0.00099946 0.000944217 0.000898968 0.0009953 0.000922573 0.000895012 0.000465944 0.0002273 0.000161025
internal_weight=0 673 602 2448 325 2351 1874 277 97 101 477 240 1798 314 291 436 153 224 113 77 1484 1157 327 406 1136 309 228 191 72 87
internal_count=3121 673 602 2448 325 2351 1874 277 97 101 477 240 1798 314 291 436 153 224 113 77 1484 1157 327 406 1136 309 228 191 72 87
is_linear=0
shrinkage=0.00196078


Tree=6227
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 47 42 1 14 1 11 0 52 49 1 0 12 47 3 159 43 472 16 1429 42 39
split_gain=25.3836 4.12844 2.42509 2.39877 1.43632 1.27911 0.826781 0.738669 0.726591 0.675666 0.665319 0.520032 0.511183 0.340747 0.302405 0.330762 0.338636 0.246459 0.23698 0.233694 0.208357 0.168846 0.167201 0.216433 0.192015 0.162276 0.232843 0.368761 0.212557 0.161732
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.27834500000000006 0.13082500000000002 -0.0060199999999999993 0.15799000000000005 0.062655000000000016 0.087135000000000004 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 0.097940000000000013 0.13210500000000003 -0.077429999999999985 0.082480000000000012 0.090100000000000013 -0.11171999999999999 0.0089800000000000019 -0.016814999999999997 -1.0000000180025095e-35 0.0065250000000000004 0.083810000000000009 0.084050000000000014 0.08456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 7 12 -6 11 -5 18 13 25 15 16 -9 22 -4 -16 -15 -3 24 -24 -17 -1 -27 28 -28 -12
right_child=1 2 9 10 8 -7 -8 14 -10 -11 29 -13 -14 20 19 17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010804275298300391 0.00090491656924900651 0.00040998164460253429 0.00038726003400470113 0.00088536317149798076 0.00082726678211569079 0.00058337540740110712 0.00054474685594494289 0.00059352432253865887 0.00046979987528175112 0.00051682973887688568 0.00034658518492006787 1.1274783405102268e-05 0.0011172782601253184 0.00076729487353826274 0.001141988794666295 0.00089529104509941334 0.00088103648995151032 0.00079764497928001441 0.00023201718751033609 0.00091250016533232043 0.0009002887288169964 0.00056187022019197588 0.00087729618353193136 0.00098566135981169745 0.00062684053445563593 0.00095617821000488481 0.0010324130546959008 0.00061505531417388546 0.00080267752989444854 0.0005524876866150986
leaf_weight=36 71 191 50 22 69 48 24 36 32 37 20 35 59 52 24 21 28 158 155 59 351 33 453 84 20 816 32 20 30 55
leaf_count=36 71 191 50 22 69 48 24 36 32 37 20 35 59 52 24 21 28 158 155 59 351 33 453 84 20 816 32 20 30 55
internal_value=0 0.000457734 0.000404994 0.000887707 0.000519887 0.000900174 0.000906777 0.000910589 0.00071401 0.000270191 0.000585531 0.000232168 0.000938664 0.000930782 0.000866204 0.000854516 0.000719311 0.000866272 0.000269881 0.000978858 0.000883128 0.000432358 0.000885032 0.000894247 0.00076434 0.000951344 0.000946169 0.000846569 0.000921251 0.00049758
internal_weight=0 673 602 2448 325 2351 2303 2279 101 277 97 240 1396 1337 883 800 64 736 205 83 403 224 578 537 41 934 898 82 62 75
internal_count=3121 673 602 2448 325 2351 2303 2279 101 277 97 240 1396 1337 883 800 64 736 205 83 403 224 578 537 41 934 898 82 62 75
is_linear=0
shrinkage=0.00196078


Tree=6228
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 1 2 2 4 2 457 131 2 47 12 4 4 3 1 0 12 3 15 0
split_gain=22.2706 3.68715 2.22412 1.84455 1.21046 1.10873 0.634763 0.628665 0.547842 0.541756 0.538385 0.458119 0.543132 0.452919 0.331457 0.320024 0.252586 0.245018 0.262763 0.231222 0.227751 0.312413 0.225252 0.222722 0.189058 0.197698 0.173912 0.171931 0.15763 0.249208
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.14122000000000004 0.089770000000000016 0.090425000000000019 0.14285500000000004 0.27834500000000006 -1.0000000180025095e-35 0.080930000000000016 0.082750000000000004 0.31358000000000003 0.090100000000000013 0.09141500000000001 -0.51843499999999987 0.053180000000000012 -0.12018999999999998 0.082005000000000008 -0.030209999999999997 0.092200000000000018 -0.017889999999999996 -0.15914499999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 13 11 -6 -5 16 20 15 14 -4 -13 22 18 -15 -3 21 -1 24 -22 25 26 -7 -16 -23 -30
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 12 -14 17 27 -17 -18 -19 -20 -21 23 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013211031393065395 0.0010419584534347656 0.0005802543978980513 0.00063749960337588986 0.00095340888739958859 0.00095941544430949222 0.001149147865818996 0.00069864341793657043 0.0012388783977035399 0.00065040581348333869 0.00065173254950958142 0.00074349892807172168 0.00081241497879519183 0.00069870486194926855 0.00032748447538620611 0.00054137533795104028 0.0010329161056787529 0.0007829771301057798 0.00050459515230328429 6.7417759461985794e-05 0.00076041881488088294 0.00084369558524462131 0.0012176436442200855 0.00092043636628225741 0.0010399224938007418 0.0011063295100089397 0.00084597150984253781 0.00098800282267963186 0.00036929726783788554 0.00096264917134758639 0.0010835341979839748
leaf_weight=21 74 190 39 37 71 31 34 76 32 60 41 28 23 59 33 263 24 20 20 32 24 31 125 303 73 31 152 69 70 1035
leaf_count=21 74 190 39 37 71 31 34 76 32 60 41 28 23 59 33 263 24 20 20 32 24 31 125 303 73 31 152 69 70 1035
internal_value=0 0.000629039 0.000578027 0.00103178 0.000687733 0.00104272 0.000447902 0.0010642 0.000863412 0.000766805 0.000958316 0.00105682 0.000988773 0.00041238 0.000483754 0.0010117 0.000978516 0.000310726 0.000261645 0.000606224 0.00107121 0.00108413 0.000989907 0.00102552 0.00102016 0.000990772 0.0010153 0.00042497 0.00107974 0.00107588
internal_weight=0 673 599 2448 325 2351 274 1874 103 97 477 1798 314 240 141 291 436 99 79 222 1484 1157 412 327 287 214 183 102 1136 1105
internal_count=3121 673 599 2448 325 2351 274 1874 103 97 477 1798 314 240 141 291 436 99 79 222 1484 1157 412 327 287 214 183 102 1136 1105
is_linear=0
shrinkage=0.00196078


Tree=6229
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 47 1 4 14 0 15 0 2 34 158 4 4 4 12 16 16 12 2 15 13 158 151 3
split_gain=15.4032 2.58713 1.56195 1.33836 0.883624 0.726198 0.501908 0.495126 0.431912 0.395062 0.378055 0.377587 0.415862 0.362726 0.349077 0.273666 0.262639 0.341277 0.233035 0.214797 0.271599 0.205294 0.191583 0.172585 0.184043 0.164718 0.162324 0.150412 0.148388 0.1447
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13913500000000004 0.13082500000000002 0.077845000000000011 0.40473500000000007 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.27834500000000006 -0.49013999999999996 0.08401500000000002 -0.039889999999999988 -0.12029499999999999 0.09320500000000001 0.098630000000000009 -0.048699999999999993 -1.0000000180025095e-35 0.12023500000000002 -0.088784999999999989 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 10 14 -5 -6 11 12 -1 -13 15 -4 17 22 -17 23 -21 -14 -7 24 29 -24 -20 -18 -3 -15
right_child=1 2 7 8 9 16 -8 -9 -10 -11 -12 13 21 19 -16 18 27 -19 26 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090786112728072149 0.00077847133739490995 0.00052481790164522096 0.00018121498331533084 0.00074532608598136757 0.00071132405605275732 0.00075448737742392379 0.00048288574040520422 0.0004969756139682188 0.0004553427334977349 0.00045334674878376831 0.00092887166206705749 0.00081608892359102925 0.00049502705324529217 0.0010351167827406351 0.00015412712481530064 0.00050052340405003183 0.00082660455475835242 0.00042860493578416919 0.00024213019004989757 0.00058188371707085078 0.00075387285049206224 0.00072264463571356788 0.00066442910650306767 0.00071884498065073765 0.00076559236980377034 0.00047340715768373978 0.00043995724125540572 0.00064874083563393236 0.0003934804139870677 0.00082564888492463119
leaf_weight=20 76 40 45 28 74 81 20 37 67 33 78 1178 39 32 87 33 68 23 52 38 497 25 100 36 33 21 23 25 191 21
leaf_count=20 76 40 45 28 74 81 20 37 67 33 78 1178 39 32 87 33 68 23 52 38 497 25 100 36 33 21 23 25 191 21
internal_value=0 0.000437176 0.000395 0.000768948 0.000484455 0.00077823 0.00079196 0.000285844 0.000540812 0.000631761 0.000795056 0.000789616 0.000661064 0.000795501 0.000253295 0.000309685 0.000691143 0.000654915 0.000363214 0.000758587 0.000741657 0.00058394 0.000680683 0.000832831 0.000880545 0.000631277 0.000302797 0.000778792 0.000416223 0.00095212
internal_weight=0 691 615 2430 338 2335 2017 277 95 107 1997 1919 84 1835 240 153 318 225 108 657 535 64 202 122 86 121 75 93 231 53
internal_count=3121 691 615 2430 338 2335 2017 277 95 107 1997 1919 84 1835 240 153 318 225 108 657 535 64 202 122 86 121 75 93 231 53
is_linear=0
shrinkage=0.00196078


Tree=6230
num_leaves=31
num_cat=0
split_feature=1 52 1 124 52 2 11 47 42 14 4 2 34 131 160 31 4 156 0 4 0 0 47 16 3 457 3 0 394 157
split_gain=1.24515 0.26446 0.164493 0.114623 0.0880043 0.0857611 0.0850923 0.0791843 0.0731261 0.0684277 0.0681357 0.0740493 0.120032 0.104943 0.123683 0.0843028 0.064292 0.0877974 0.0861076 0.105321 0.152678 0.082709 0.0633882 0.0609905 0.0605739 0.0795599 0.06394 0.057729 0.0654181 0.0595063
threshold=0.10293500000000001 -0.40967499999999996 0.12337000000000002 -0.076779999999999987 0.12492500000000002 0.13404500000000005 0.084110000000000004 0.10589000000000001 -0.0060199999999999993 0.062655000000000016 -0.15464999999999998 0.13754500000000003 -1.0000000180025095e-35 0.090030000000000013 -1.0000000180025095e-35 -0.077289999999999984 0.033845000000000007 0.013700000000000002 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 -0.097734999999999989 0.11893500000000001 -0.11118499999999999 1.0000000180025095e-35 0.094310000000000019 -0.0087149999999999988 -0.079119999999999982 -0.079154999999999989 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 6 9 7 24 -1 16 -4 12 15 14 -13 -12 18 -18 19 20 -5 -20 -9 -16 26 -26 -3 29 -29 -23
right_child=1 2 10 5 -6 -7 -8 22 -10 -11 11 13 -14 -15 23 -17 17 -19 21 -21 -22 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.010560259957296345 0.011046829501602559 0.0042289639906776906 0.0084094444442038927 0.0094535284357047389 0.010323918418123804 0.0067671072642599252 0.010709359236061575 0.01278048394015059 0.0048319960080194652 0.013779162456664971 0.0046757675199346109 0.0044116140487981403 0.0066270404722885397 0.0077987217309419075 -0.00028165683696796702 -0.0040785987558510069 0.010007233474486572 0.0036718724295496941 0.015853958868568666 0.013529025879688562 -0.0011710720447202525 0.0069218790225460437 0.0055125089168238141 -0.0067111202813684937 0.0084434554790521962 0.0021737628744850899 -0.0018254029520210766 0.00473824643122498 0.010551346045903248 0.011672888557563091
leaf_weight=39 93 103 26 38 58 49 35 24 52 85 22 37 94 20 36 22 247 24 38 24 21 27 24 25 67 29 21 20 604 1117
leaf_count=39 93 103 26 38 58 49 35 24 52 85 22 37 94 20 36 22 247 24 38 24 21 27 24 25 67 29 21 20 604 1117
internal_value=0 0.00606252 0.00534162 0.0107677 0.00675526 0.0109058 0.00607214 0.00546654 0.00728697 0.0109961 0.00353196 0.00303659 0.00460927 0.00119734 -0.000149877 0.000298584 0.0108866 0.00944617 0.0110932 0.00794383 0.00567189 0.0112379 0.0091465 -0.00291668 0.00466364 0.00654949 0.00320363 0.0111387 0.010365 0.0115608
internal_weight=0 736 643 2385 361 2294 303 268 91 2245 282 256 138 118 98 44 2160 271 1889 83 59 1806 48 61 220 96 124 1768 624 1144
internal_count=3121 736 643 2385 361 2294 303 268 91 2245 282 256 138 118 98 44 2160 271 1889 83 59 1806 48 61 220 96 124 1768 624 1144
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 1 2 4 4 2 2 475 15 10 47 3 457 13 12 3 156 0 15
split_gain=19.073 3.19121 2.07496 1.51504 1.0001 0.971489 0.676969 0.577184 0.546377 0.525041 0.399656 0.38571 0.330105 0.555093 0.318466 0.22379 0.218914 0.211007 0.199964 0.162176 0.204261 0.144274 0.146094 0.161913 0.230068 0.133071 0.134818 0.132814 0.157646 0.159691
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.14960000000000004 0.40473500000000007 0.092845000000000025 0.14753000000000002 0.089770000000000016 0.090425000000000019 0.42051500000000003 -0.55119499999999988 0.089005000000000015 -0.0091949999999999983 -0.082014999999999991 -0.41942499999999994 -0.38124499999999995 0.090100000000000013 1.0000000180025095e-35 0.094310000000000019 -1.0000000180025095e-35 0.11734000000000001 0.10542000000000001 1.0000000180025095e-35 -0.019414999999999998 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 11 12 18 -6 -5 14 15 17 -4 -1 -17 -14 -7 -13 -21 22 -3 24 -24 26 27 28 29 -20
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 19 13 -15 -16 16 -18 -19 25 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010329509760930538 0.00080695632725984818 0.00033906443709251927 0.00039759143690200566 0.00071359021647398474 0.00073260284178491993 0.00087349993269846004 0.0005021273768267574 0.00099427510760301653 0.00045057741186243014 0.00043519984729326836 0.00045278287046236955 0.00022393596922412661 0.00059589088331807121 0.00046852797925637401 0.00021039723020410697 0.00084631959749367736 0.00079570100323352608 0.00080005016425586321 0.00072123542849227723 0.00017927350724736849 -6.0705738933452589e-05 0.0005337754273604528 0.00040802440514751509 0.0003158303890066166 0.00063697208517509015 0.00063170538208896928 0.00059768590228179532 0.00085455927466128543 0.00062008219299178617 0.00082777620585379637
leaf_weight=21 76 100 54 37 74 41 37 76 26 33 58 32 21 23 99 965 498 266 167 25 30 32 45 27 27 47 23 43 38 80
leaf_count=21 76 100 54 37 74 41 37 76 26 33 58 32 21 23 99 965 498 266 167 25 30 32 45 27 27 47 23 43 38 80
internal_value=0 0.000427904 0.000381061 0.000797088 0.000484166 0.000806964 0.000255251 0.000826908 0.000726759 0.00064088 0.00055436 0.000217191 0.000819818 0.000761623 0.000276466 0.000831974 0.000829089 0.000785112 0.000743116 0.00011295 4.83757e-05 0.000411576 0.000391926 0.000445321 0.00049388 0.000729685 0.000742804 0.00075298 0.000737655 0.000755743
internal_weight=0 691 615 2430 338 2335 277 1870 465 107 95 240 1794 310 153 1484 1463 287 439 87 55 231 199 99 72 398 351 328 285 247
internal_count=3121 691 615 2430 338 2335 277 1870 465 107 95 240 1794 310 153 1484 1463 287 439 87 55 231 199 99 72 398 351 328 285 247
is_linear=0
shrinkage=0.00196078


Tree=6232
num_leaves=31
num_cat=0
split_feature=1 52 3 4 1456 2 2 9 2 0 11 12 43 4 16 14 14 0 151 151 123 132 10 48 41 52 1 15 1446 12
split_gain=1.12632 0.238116 0.156429 0.109061 0.10264 0.0886563 0.0864173 0.0869841 0.127361 0.109904 0.0855543 0.101735 0.0849348 0.0735749 0.0853361 0.136802 0.0927801 0.0948176 0.0807522 0.0720382 0.0690604 0.0696347 0.0679783 0.0629534 0.0654902 0.0624325 0.0592257 0.0553434 0.0519696 0.0772561
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 -0.049894999999999995 0.10005000000000001 0.14753000000000002 -1.0000000180025095e-35 0.10276500000000001 0.024095000000000002 1.0000000180025095e-35 0.09320500000000001 -0.078139999999999973 -0.031404999999999995 -0.008904999999999998 -0.46413499999999996 -1.0000000180025095e-35 -0.066089999999999996 -0.033849999999999991 1.0000000180025095e-35 0.084025000000000016 0.10240500000000001 -0.0026549999999999994 0.078735000000000013 0.07882500000000002 0.048770000000000008 0.085760000000000017 -0.12255999999999999 0.083715000000000026 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 10 7 22 9 27 19 23 -10 -14 16 -16 -15 18 -18 28 21 -7 -6 24 -12 -4 -21 -9 -1 -30
right_child=1 2 25 -5 6 20 -8 8 12 -11 11 -13 13 14 15 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010377327353817769 0.010475501141220492 0.012000516598112881 -0.00023768072145606353 0.0032127106128345159 0.0046939682049883741 0.0096843012399933301 0.0019696115811784118 0.014831370674073696 0.0021437587316647882 0.0023221477378337157 0.016727252221769757 0.0073104058043099943 0.011706030113484965 0.013249368481338026 0.0080088518983261157 -0.0025287431681395643 0.0033483975679324618 -0.00035679121501743796 0.010176661039897523 0.0093068430837439861 0.0036639029530424918 0.0049595807487254635 -0.0023128473971155473 0.019542665617621465 0.0096955990857587986 0.0049978417967555715 0.0034689697101712227 0.0091476316183244678 0.017111059060941139 0.01129742426994638
leaf_weight=1573 93 25 69 22 45 378 63 21 68 21 27 21 22 20 22 28 29 20 43 57 23 34 20 23 26 34 25 93 27 149
leaf_count=1573 93 25 69 22 45 378 63 21 68 21 27 21 22 20 22 28 29 20 43 57 23 34 20 23 26 34 25 93 27 149
internal_value=0 0.00574595 0.0050619 0.010221 0.0057431 0.0102862 0.00543934 0.00592295 0.00649148 0.00897003 0.0105772 0.0134714 0.00516369 0.00627975 0.00554285 0.0021078 0.00707635 0.00573439 0.00742639 0.0104238 0.00899669 0.0092944 0.00253802 0.0151737 0.0132778 0.00149055 0.007527 0.0101946 0.0105597 0.0121893
internal_weight=0 736 643 2385 540 2363 515 452 387 135 1928 97 252 184 162 50 112 92 72 1831 435 412 65 76 53 103 82 114 1749 176
internal_count=3121 736 643 2385 540 2363 515 452 387 135 1928 97 252 184 162 50 112 92 72 1831 435 412 65 76 53 103 82 114 1749 176
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 159 3 4 11 1 0 47 49 1 0 2 0 4 3 3 0 47 2 15 49 0 481
split_gain=19.0481 2.28402 1.90628 1.61668 1.13876 0.895656 0.620726 0.61338 0.551643 0.457855 0.400138 0.349544 0.396704 0.340946 0.33955 0.309106 0.301804 0.286723 0.280131 0.260386 0.245075 0.441925 0.242028 0.225221 0.248263 0.220545 0.205951 0.220863 0.19511 0.179317
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.092390000000000014 0.092550000000000007 0.13075500000000004 -0.16363499999999997 0.082585000000000006 -0.11171999999999999 0.053180000000000012 1.0000000180025095e-35 0.086105000000000015 -0.067094999999999988 0.077555000000000013 -0.017229999999999999 0.16175000000000003 -0.074479999999999977 0.088930000000000023 -0.11437499999999999 -0.064054999999999987 0.092670000000000016 -0.061964999999999992 -0.019414999999999998 0.080455000000000013 0.11448000000000001 -0.092334999999999987 -0.066019999999999981 -0.084144999999999984 -0.00080999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 11 -3 -6 23 -1 17 18 -13 26 20 -2 -8 -7 28 -20 -11 -22 -19 24 25 -5 -9 -28 -4 -21
right_child=1 6 5 8 7 10 16 13 -10 14 -12 12 -14 -15 -16 -17 -18 22 19 29 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00054779756774909528 0.00051553925668018988 0.0004019275904354655 0.00090623873289576889 0.0005489442261170076 0.00084023028376508096 0.00085354192591612749 0.00025726816129180191 0.00065872516516781506 0.00027567014107137848 0.00089710783056852191 0.00069030823681284401 0.001077929076820831 0.00079810304739395105 0.00034228633177474518 0.0010095750164313643 0.000778409321057169 2.1423905211336472e-05 0.00079149993595208285 0.00062512637645590534 0.00096119139511306002 0.00079639519311572641 0.00048887724747446342 0.00063282392215793988 0.00033426849676366116 0.00063852609426713798 0.00029337375888289634 0.00063686864633186191 0.00040363131172927396 0.00084838934106780677 0.00081515746600880267
leaf_weight=26 21 133 594 34 31 314 126 65 57 56 125 64 28 28 32 95 25 263 25 37 98 22 43 24 54 21 27 37 360 256
leaf_count=26 21 133 594 34 31 314 126 65 57 56 125 64 28 28 32 95 25 263 25 37 98 22 43 24 54 21 27 37 360 256
internal_value=0 0.000430888 0.000822116 0.000548419 0.000701818 0.000846188 0.000304253 0.000588181 0.000437058 0.000793116 0.000791512 0.00087605 0.000992765 0.000538414 0.000823781 0.000730821 0.000218221 0.000811916 0.000867609 0.000817209 0.00079 0.000740017 0.000769202 0.000506224 0.000544086 0.000451363 0.000580984 0.000502028 0.000884409 0.000833599
internal_weight=0 590 2531 306 422 2109 284 188 190 234 745 1364 92 157 208 116 151 620 1272 318 176 120 306 133 109 55 129 64 954 293
internal_count=3121 590 2531 306 422 2109 284 188 190 234 745 1364 92 157 208 116 151 620 1272 318 176 120 306 133 109 55 129 64 954 293
is_linear=0
shrinkage=0.00196078


Tree=6234
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 2 2 4 4 0 15 150 3 12 1 4 3 123 10 47 15 12 3 15 4 131
split_gain=18.7727 3.05814 1.97192 1.52563 1.13236 0.942746 0.572621 0.490824 0.460503 0.435576 0.435186 0.40162 0.390562 0.36733 0.372927 0.302414 0.296975 0.255905 0.245445 0.228071 0.249299 0.203373 0.193319 0.174402 0.170919 0.159778 0.153351 0.152139 0.150773 0.150622
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.092845000000000025 0.11474000000000002 0.13501500000000002 0.42051500000000003 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.30112000000000005 0.088245000000000004 0.083345000000000016 -0.52556499999999995 -0.13927999999999999 0.088205000000000019 -0.38124499999999995 0.090100000000000013 -0.040439999999999997 0.095780000000000018 -0.010424999999999999 -0.094549999999999981 -0.0070899999999999991 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 23 6 12 11 -5 28 15 16 13 14 -1 25 21 19 -14 -15 -21 24 -9 -3 -4 -7 -13 -20 -6 -2
right_child=1 2 7 8 9 10 -8 22 -10 -11 -12 26 18 17 -16 -17 -18 -19 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094399342197489758 0.00089830128488197825 0.00042386372046861355 0.00066368826391065825 0.00076923525354725757 0.00091095260795758892 0.00084441072666801317 0.0010303857742068371 0.00022190232866474844 0.0004911004942436657 0.00047573804192323671 0.00058997876674326416 0.00036136089522829825 0.00081928349712142592 0.0011010315098793678 0.00064501039216370169 0.00058349207869617112 0.00026674683382308561 0.00084972045181796888 0.00074143103037784311 0.00068321124094874921 0.00089973262963708367 0.00033091337913099456 -2.1043585649892397e-05 0.00058033346956340123 0.00043734700299119804 0.00076233710955191331 0.00021203454890168544 0.00052065083483124482 0.00071613271133739401 0.00069910676163785588
leaf_weight=23 54 190 29 37 21 178 79 34 60 26 48 40 108 21 53 26 30 784 30 21 773 20 20 32 23 187 78 20 56 20
leaf_count=23 54 190 29 37 21 178 79 34 60 26 48 40 108 21 53 26 30 784 30 21 773 20 20 32 23 187 78 20 56 20
internal_value=0 0.000468412 0.000421955 0.000838178 0.000525254 0.000848121 0.000866935 0.000299429 0.000597193 0.000695171 0.000766178 0.000340544 0.00085989 0.000868681 0.000735492 0.000787808 0.000430653 0.000875011 0.0007667 0.00089934 0.000894006 0.000498947 0.000131922 0.000446418 0.000563576 0.000802362 0.000262654 0.000653119 0.000769265 0.000844465
internal_weight=0 673 599 2448 325 2351 1912 274 97 103 439 220 1833 1675 76 391 102 1599 158 815 794 72 54 222 52 365 118 50 77 74
internal_count=3121 673 599 2448 325 2351 1912 274 97 103 439 220 1833 1675 76 391 102 1599 158 815 794 72 54 222 52 365 118 50 77 74
is_linear=0
shrinkage=0.00196078


Tree=6235
num_leaves=31
num_cat=0
split_feature=1 4 1 4 150 2 4 52 14 2 15 2 47 43 160 4 151 1 15 13 43 48 4 4 3 479 475 133 133 1456
split_gain=1.1483 0.175727 0.157302 0.139386 0.108832 0.104465 0.146442 0.103038 0.0922165 0.0887287 0.0808569 0.0731857 0.0873105 0.0676049 0.0591926 0.0588105 0.0564624 0.0669836 0.0635776 0.0717632 0.11026 0.0567201 0.08235 0.135092 0.087414 0.0664905 0.0628701 0.0576584 0.0624418 0.0593124
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.16363499999999997 0.084680000000000019 0.11362000000000001 -0.064054999999999987 1.0000000180025095e-35 0.062655000000000016 0.25063000000000007 0.035560000000000008 1.0000000180025095e-35 0.11518500000000002 -0.52440999999999993 -1.0000000180025095e-35 -0.52556499999999995 1.0000000180025095e-35 0.085760000000000017 -0.17952999999999997 -0.117405 0.10915000000000001 0.095205000000000012 -0.17966999999999997 -0.111605 0.090900000000000009 0.098035000000000011 0.0030750000000000005 0.11667000000000001 0.12599500000000005 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 11 8 -7 10 13 -3 -5 12 -2 -1 -8 -15 18 -18 -17 20 -20 22 -21 -24 25 26 27 29 -29 -25
right_child=1 9 3 7 -6 6 14 -9 -10 -11 -12 -13 -14 15 -16 16 17 -19 19 21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0050160466693341737 0.012238307060817114 0.0039041027749847552 0.011701330257689253 0.0050098285403554193 0.0038494921965161115 0.00082603935928394405 0.0048703910959884524 0.010529144260362956 0.013931091977507774 -0.0024602751169974608 0.010432236681156087 0.0059725153301705552 0.0065806482012007146 0.014911478440908175 0.010239211553505259 0.014015901468142314 0.0096841263366513886 0.0032334676012396816 0.0022604617478254323 0.014592287277972158 0.011384297251977303 0.0083799590119339809 0.0028745863142169339 0.011095185135622146 0.0041978222643956542 0.0069753798309626974 0.00627042354317382 0.0045648456635800283 0.010152412978561849 0.013370801471864979
leaf_weight=22 65 251 85 165 82 24 25 64 83 24 33 85 47 31 115 54 60 22 26 55 27 104 22 1089 20 43 28 22 220 128
leaf_count=22 65 251 85 165 82 24 25 64 83 24 33 85 47 31 115 54 60 22 26 55 27 104 22 1089 20 43 28 22 220 128
internal_value=0 0.00514257 0.0101626 0.0081826 0.00691076 0.0104721 0.00804326 0.00704103 0.0106658 0.00334867 0.00591356 0.008185 0.00986411 0.0105285 0.00928049 0.0105906 0.0105209 0.00795346 0.0106354 0.0105331 0.00690845 0.0106441 0.0107888 0.0106557 0.0107662 0.010852 0.0109641 0.0110542 0.00964445 0.0113345
internal_weight=0 554 2567 347 279 2220 164 262 2056 275 198 197 112 1973 140 1951 1920 82 1838 1784 53 1731 1627 1572 1550 1530 1487 1459 242 1217
internal_count=3121 554 2567 347 279 2220 164 262 2056 275 198 197 112 1973 140 1951 1920 82 1838 1784 53 1731 1627 1572 1550 1530 1487 1459 242 1217
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=31
num_cat=0
split_feature=1 3 1 4 1 0 43 2 2 0 4 52 4 2 151 0 4 0 1 42 13 4 4 16 50 50 13 51 12 1
split_gain=0.930123 0.149626 0.127415 0.112902 0.0958558 0.0884951 0.0895338 0.212794 0.098512 0.156958 0.0919473 0.0862346 0.0756582 0.0718148 0.0660011 0.077823 0.0770492 0.0693806 0.0643742 0.0637531 0.0599384 0.0932057 0.0577154 0.0722537 0.0604157 0.0581812 0.0559832 0.055941 0.0559201 0.0561037
threshold=0.10920500000000001 -0.049509999999999992 0.095950000000000021 -0.16363499999999997 0.16540500000000002 -0.074479999999999977 -0.083684999999999996 0.087245000000000003 0.097070000000000004 0.034820000000000011 -0.46376499999999993 0.5116750000000001 0.09173000000000002 0.10803500000000001 1.0000000180025095e-35 -0.14832499999999996 0.038415000000000012 -0.098289999999999975 0.078340000000000007 0.11159000000000001 -0.004174999999999999 0.024790000000000003 0.033845000000000007 -0.052894999999999991 0.10883000000000001 0.10583000000000002 -0.01163 -0.047599999999999996 -0.081419999999999979 0.14516000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 27 19 13 7 -7 -9 -10 -8 -5 -2 14 15 16 18 -16 -1 20 26 -22 24 -24 25 -17 28 -4 29 -3
right_child=1 4 3 11 -6 6 10 8 9 -11 -12 -13 -14 -15 17 22 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016080522832150262 0.0090207519970775408 0.0066915637279938286 0.0087808525755776676 0.0056482312241675917 -0.002497500913217664 -0.0035161773092113437 0.012509825734129648 0.012582591207077108 0.0085923058824846528 -0.0015452677916203226 0.0083050332045621674 0.011116082427289451 0.0049316737099757632 0.0056753988228073083 0.0019416449032723902 0.010138012155923755 0.01720888862350526 0.0087719072700189107 0.0098903727400327292 -0.00041504748796503392 0.010939046824651381 0.0042584978589729873 0.008821178433735536 0.0025125673850111309 0.008009110663193925 0.015328783804381435 -0.0016098375292494895 0.014291197082234752 0.0022055271259099774 0.00091271824757790292
leaf_weight=21 91 84 58 229 25 20 63 30 56 21 298 33 90 42 20 1168 26 58 84 31 31 64 134 21 136 22 20 27 97 21
leaf_count=21 91 84 58 229 25 20 63 30 56 21 298 33 90 42 20 1168 26 58 84 31 31 64 134 21 136 22 20 27 97 21
internal_value=0 0.00462832 0.00914635 0.00736434 0.00348351 0.00942489 0.00823543 0.00595175 0.00772146 0.00582751 0.00903883 0.00633693 0.00698751 0.00976002 0.00986153 0.009999 0.0123352 0.00702056 0.0111284 0.00391318 0.00433644 0.00643847 0.00979235 0.00796646 0.0100058 0.010234 0.00343693 0.0105312 0.00393661 0.00553579
internal_weight=0 554 2567 347 373 2220 488 127 107 77 361 262 181 1732 1690 1612 131 78 105 348 317 95 1481 155 1326 1190 222 85 202 105
internal_count=3121 554 2567 347 373 2220 488 127 107 77 361 262 181 1732 1690 1612 131 78 105 348 317 95 1481 155 1326 1190 222 85 202 105
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 2 2 4 1 1 2 2 12 4 4 475 3 160 47 14 1 51 52 52 13 16
split_gain=21.6416 3.43616 2.07811 1.8141 1.17535 1.01815 0.681715 0.65557 0.603074 0.58263 0.561172 0.493432 0.358004 0.349607 0.514335 0.292186 0.228108 0.307106 0.221153 0.197419 0.19374 0.189909 0.17726 0.177136 0.16932 0.16894 0.161145 0.281612 0.260617 0.200197
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.36766000000000004 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.14285500000000004 0.40473500000000007 0.16175000000000003 0.086920000000000011 0.090425000000000019 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.063160000000000008 -0.082014999999999991 -0.12018999999999998 -0.075414999999999982 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 0.039215000000000007 -0.12647999999999995 -0.051094999999999995 0.061255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 8 10 -5 13 19 -4 -6 21 16 15 -15 17 -1 -11 -7 -18 -8 23 -3 25 -25 27 -21 -29 -28
right_child=1 2 6 7 11 9 12 -9 -10 18 -12 -13 -14 14 -16 -17 20 -19 -20 26 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.0011905062929087995 0.00089646801871504209 0.00058844416837782929 0.00056762775325207217 0.00084896371544112116 0.00081652203563918613 0.00097599256015861509 0.00042489383438605626 0.00050918461718395648 0.0010987000168907631 0.00045433273721559375 0.00027799641325342776 0.00052821001893466101 3.4750279696548688e-05 0.00070314946108280066 0.00061016383654584729 0.00090409330506847907 0.00072013219701296655 0.00094516908152404949 0.00074243321266967931 0.00086094241449254745 0.0009035212992542696 0.00025181111278728267 0.0006144698686422963 0.00029342868821878061 0.00029504468174622301 0.0004884349023125715 0.00091256620753713013 0.00082614971967914222 0.00062260816528281768 0.000739823293520649
leaf_weight=20 76 33 64 34 74 41 31 61 76 20 43 33 25 30 27 383 24 1023 21 121 287 114 32 20 29 117 133 46 51 32
leaf_count=20 76 33 64 34 74 41 31 61 76 20 43 33 25 30 27 383 24 1023 21 121 287 114 32 20 29 117 133 46 51 32
internal_value=0 0.000503137 0.00045453 0.000896397 0.000557713 0.000907203 0.000328624 0.00063079 0.00092762 0.000825095 0.000451234 0.000727603 0.000251453 0.000920373 0.000872356 0.000889497 0.000935976 0.000949874 0.000601896 0.000846678 0.000889369 0.000288815 0.000479019 0.000457238 0.000431155 0.000459967 0.000832834 0.000797844 0.000719133 0.000879065
internal_weight=0 691 615 2430 338 2335 277 95 1870 465 107 107 170 1794 440 413 1354 1043 41 424 311 145 231 199 166 137 383 218 97 165
internal_count=3121 691 615 2430 338 2335 277 95 1870 465 107 107 170 1794 440 413 1354 1043 41 424 311 145 231 199 166 137 383 218 97 165
is_linear=0
shrinkage=0.00196078


Tree=6238
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 13 47 13 151 4 147 3 1 376 2 133 10 376 0 3 483 15 151 15 3 1 0 50 1455 131
split_gain=0.872767 0.23254 0.122788 0.128158 0.114219 0.111358 0.103865 0.0914821 0.0806455 0.07913 0.0736872 0.0757849 0.084679 0.0734731 0.0734265 0.0823128 0.079839 0.0684547 0.0609474 0.0869241 0.0699813 0.0585172 0.0805615 0.058032 0.0563344 0.0779637 0.0913618 0.0626891 0.06838 0.0648531
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 -0.078139999999999973 0.11924500000000002 0.23855500000000004 0.085505000000000012 -0.0093149999999999986 -0.059889999999999992 0.053180000000000012 0.089365000000000014 -0.0037349999999999996 0.095950000000000021 0.049360000000000008 0.13754500000000003 0.087985000000000022 0.058500000000000003 0.080200000000000007 -0.085669999999999982 -0.045649999999999989 0.10166000000000001 -0.41942499999999994 -1.0000000180025095e-35 -0.018314999999999994 -0.15447499999999995 0.08844500000000001 -0.092759999999999995 0.10803500000000001 0.087480000000000016 0.077860000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 7 14 13 -9 18 11 12 -5 -4 16 21 -2 -8 20 -20 24 -16 -23 -6 -3 27 -27 28 29 -26
right_child=6 9 3 4 23 -7 17 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00016818839626816604 0.0054096835606137535 0.013732379536471656 0.0021438417404199077 0.0091031785774025684 0.006531658682019212 0.010346188444283701 0.0073959438478478287 0.0042479658904936045 -0.003155859384319878 0.0076022276965700313 0.003765933143828685 0.010527290272447691 0.0017480197139894188 0.0083894726956107966 0.00229870324224435 0.00630220192950219 0.00032081625011580239 0.0010201346639188984 0.009097260862512167 0.0026094900366539758 0.014817983711198454 0.0018426237162202598 -0.0059696381823441981 0.00011838582902869565 0.010378802462566698 0.00071862159529700875 0.0092840341738227635 0.0071411561213608372 0.0049040719500875905 0.01475204454634238
leaf_weight=26 103 37 31 49 43 31 85 31 28 283 24 204 23 48 37 20 44 21 1244 21 31 22 33 21 406 20 33 64 21 37
leaf_count=26 103 37 31 49 43 31 85 31 28 283 24 204 23 48 37 20 44 21 1244 21 31 22 33 21 406 20 33 64 21 37
internal_value=0 0.00869964 0.0068786 0.00720594 0.00826252 0.00493023 0.00349596 0.0037136 0.000734286 0.00916298 0.0090807 0.00954285 0.00675361 0.00593866 0.00241679 0.000487819 0.00388649 0.00613281 0.00939375 0.00898956 0.0101816 -0.000776177 -0.00284473 0.0044273 0.009949 0.00970806 0.0060518 0.0100751 0.0104798 0.0107441
internal_weight=0 2756 559 533 364 169 365 138 59 2197 300 276 72 79 259 112 147 106 1914 1265 649 92 55 64 618 581 53 528 464 443
internal_count=3121 2756 559 533 364 169 365 138 59 2197 300 276 72 79 259 112 147 106 1914 1265 649 92 55 64 618 581 53 528 464 443
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 15 3 0 1 12 3 12 4 47 14 16 47 15 1420 0 3 402 402 3 4 128 0 159 1208 3
split_gain=0.706941 0.188357 0.107992 0.109323 0.104543 0.13538 0.207418 0.197767 0.0919221 0.0867184 0.0843361 0.0850591 0.0700814 0.0661949 0.0596802 0.0580932 0.0547753 0.0565819 0.0548894 0.0526494 0.0626518 0.0606096 0.140624 0.0862662 0.0763564 0.0658035 0.06197 0.0683961 0.059167 0.0575503
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.015039999999999998 0.11296500000000002 -0.071924999999999989 0.095950000000000021 -1.0000000180025095e-35 0.31370500000000007 -0.42850999999999995 0.40124500000000002 0.087885000000000019 -0.46166999999999997 0.24134000000000003 0.11114000000000002 0.13592500000000005 -0.086449999999999985 -0.076579999999999995 -0.045649999999999989 0.091090000000000018 0.0089800000000000019 -0.081054999999999974 -0.51253999999999988 0.093785000000000021 0.12500000000000003 0.050895000000000003 0.11846000000000001 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 8 7 -7 -5 -1 13 -12 16 14 -2 -11 17 18 -3 29 21 22 24 -23 -21 26 27 28 -26 -20
right_child=10 12 -4 4 -6 6 -8 -9 -10 15 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0030670704040676356 0.0075313778351992367 0.013573634717613459 0.012243553355801851 0.0076910152667775183 0.010608269170651594 0.0097307071924723435 -0.007809587630908936 -0.0024061210951767864 0.0042685210432285786 0.014087619186778153 0.0044347075841334816 -0.0019061534515848117 0.0039895107363056596 0.00633556080132942 0.0022883746157767197 0.0083560996165033437 0.0054627184624909068 0.0049027122254483406 0.011155844527377707 0.013905398845672608 0.0022118405397382698 0.016170906245824884 6.456044502556324e-06 0.0069941844192466561 0.0070571562169936437 0.013171282904222609 0.012711103670299054 0.0022446535743906033 0.012663108496926727 0.0085750576879551326
leaf_weight=20 25 21 28 130 33 29 20 25 198 28 34 56 38 85 165 48 65 45 92 20 21 20 24 21 321 20 20 28 20 1421
leaf_count=20 25 21 28 130 33 29 20 25 198 28 34 56 38 85 165 48 65 45 92 20 21 20 24 21 321 20 20 28 20 1421
internal_value=0 0.00782967 0.00619074 0.00587157 0.00519751 0.00475335 0.000889807 0.00411181 0.005625 0.00892591 0.00314637 0.000489283 0.00824668 0.00401596 0.00297824 0.0104677 0.00832161 0.00841035 0.00848739 0.00843472 0.00756139 0.0077888 0.00745556 0.0114706 0.0078723 0.00757728 0.00728967 0.00699583 0.00738595 0.00873199
internal_weight=0 2756 559 531 435 402 74 54 328 96 365 90 2197 275 190 76 2159 2094 2049 2028 515 494 453 41 429 409 389 369 341 1513
internal_count=3121 2756 559 531 435 402 74 54 328 96 365 90 2197 275 190 76 2159 2094 2049 2028 515 494 453 41 429 409 389 369 341 1513
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 47 14 2 1 12 0 1 2 12 15 34 13 49 12 2 159 160 0 4 15 15 3 0 0
split_gain=17.8389 3.18655 1.78741 1.35016 1.10108 0.827279 0.588482 0.534483 0.521839 0.490251 0.446656 0.441735 0.450005 0.370617 0.35031 0.339116 0.279266 0.263788 0.249033 0.232461 0.211442 0.205556 0.23043 0.195785 0.187375 0.179465 0.194841 0.192831 0.206277 0.201356
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.13082500000000002 0.062655000000000016 0.10672500000000001 0.093575000000000019 0.091715000000000005 -0.10096999999999999 0.085605000000000014 0.14753000000000002 0.091475000000000015 -0.095869999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.069799999999999987 0.13597000000000004 0.094835000000000017 0.082585000000000006 -1.0000000180025095e-35 -0.14723999999999998 0.40945500000000007 1.0000000180025095e-35 0.09006500000000002 -0.23446499999999998 -0.062764999999999974 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 13 11 -6 20 -7 12 23 16 -13 -14 -4 24 -17 -12 -5 22 -3 -1 -18 27 -27 -16 -29 -30
right_child=1 2 6 9 8 10 -8 -9 -10 -11 19 14 15 -15 25 18 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00093087108221416375 0.00081658308635493672 0.00063079760488494281 0.0001670725138813322 0.00084809357261172915 0.00073660098932643622 0.00039442822396499558 0.00050440875459985572 0.0009682876196063651 0.00043175255648450912 0.00047074465668498492 0.00074953442478664731 0.00083889147834177952 0.00074938968265997579 0.00013656491518242283 0.00090494619550388501 0.00066534078369537991 0.00043800509607821119 0.00047981932819219253 0.00037431204333328283 0.0005490486877931266 0.00062767573517752201 0.00032182090506166304 0.00041881075213470346 0.00075548405156416055 0.00021278999642241283 0.00090461830272698946 0.00078808268880780372 0.00075506625198398911 0.00049018958327816983 0.00074440291800868883
leaf_weight=32 76 23 45 27 77 20 37 85 30 60 108 1218 39 87 26 20 20 39 26 28 44 70 138 104 49 69 275 201 25 23
leaf_count=32 76 23 45 27 77 20 37 85 30 60 108 1218 39 87 26 20 20 39 26 28 44 70 138 104 49 69 275 201 25 23
internal_value=0 0.000437808 0.000391 0.00079485 0.000486694 0.000805882 0.000274232 0.000815918 0.000651129 0.000601229 0.000668023 0.000809625 0.000726802 0.000238747 0.000819589 0.000614884 0.00029685 0.000350924 0.000500846 0.000708258 0.000711497 0.000410527 0.000449095 0.000796752 0.00027807 0.000781606 0.000811458 0.000744265 0.000727487 0.000612
internal_weight=0 691 615 2430 338 2299 277 2143 107 131 156 2058 221 240 1837 85 153 108 46 136 71 231 161 136 69 619 344 275 249 48
internal_count=3121 691 615 2430 338 2299 277 2143 107 131 156 2058 221 240 1837 85 153 108 46 136 71 231 161 136 69 619 344 275 249 48
is_linear=0
shrinkage=0.00196078


Tree=6241
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 1 2 14 2 0 15 0 52 4 4 16 15 16 52 474 4 16 3 4 12 151 16
split_gain=19.9505 3.29953 2.14261 1.62427 1.22518 1.03792 0.668968 0.602065 0.524432 0.476064 0.433684 0.393402 0.393234 0.445059 0.440002 0.34408 0.410098 0.269917 0.205525 0.197061 0.329521 0.345379 0.224772 0.188082 0.169292 0.158528 0.153513 0.156538 0.152745 0.149643
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.042705000000000007 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.062655000000000016 0.14753000000000002 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 1.0000000180025095e-35 0.24564500000000003 0.27834500000000006 -0.14771999999999999 0.024640000000000006 0.083160000000000026 -0.046924999999999988 0.032465000000000008 -0.49013999999999996 -0.039889999999999988 -0.090569999999999984 -0.0070899999999999991 0.10124000000000001 -0.088784999999999989 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 10 11 -5 26 12 17 13 -1 -14 16 18 -4 -8 20 21 -16 29 -21 -15 -23 -6 -28 -3 -22
right_child=1 2 7 8 9 -7 15 -9 -10 -11 -12 -13 14 24 19 -17 -18 -19 -20 23 22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00090818285138583651 0.00076873901572128446 0.00047147731278456896 0.00037022503894096348 0.00070469941613033433 0.00082372411996608911 0.00048576334804856502 0.00081079375802301889 0.0004406498451176764 0.00040079874792730489 0.00037375167042650036 0.00093320675933331021 6.6663478668666832e-05 0.00081273815122270951 0.00049234235892423495 0.00038657849544987958 0.00077549982198419417 0.00041824210366998545 0.00018280255241723061 0.00063777094115414915 0.00096032113866423134 0.00085402699917847035 0.00056581041140279066 0.0008685962356818909 0.00076909605814621011 0.00069903982912792879 0.00075340299874313119 0.00072948313792395791 0.00052526655215323625 0.00033834519940176278 0.00069086193917410488
leaf_weight=20 76 40 40 34 23 48 34 37 61 24 78 87 1178 39 20 110 28 113 118 21 26 29 51 339 25 43 31 27 193 128
leaf_count=20 76 40 40 34 23 48 34 37 61 24 78 87 1178 39 20 110 28 113 118 21 26 29 51 339 25 43 31 27 193 128
internal_value=0 0.000383307 0.000335676 0.00076089 0.000440448 0.000771115 0.000777104 0.000207832 0.000509563 0.000616304 0.000789883 0.000171939 0.000784058 0.000652869 0.000790063 0.000689102 0.000636304 0.000231802 0.000676473 0.000749407 0.00071202 0.000614526 0.000755773 0.000780251 0.000573084 0.000677845 0.000688171 0.000634417 0.0003612 0.000718409
internal_weight=0 691 615 2430 338 2335 2287 277 95 105 1997 240 1919 84 1835 290 180 153 152 657 297 92 205 360 64 72 81 58 233 154
internal_count=3121 691 615 2430 338 2335 2287 277 95 105 1997 240 1919 84 1835 290 180 153 152 657 297 92 205 360 64 72 81 58 233 154
is_linear=0
shrinkage=0.00196078


Tree=6242
num_leaves=31
num_cat=0
split_feature=1 12 1 47 47 402 10 52 3 39 1375 43 43 13 4 0 376 51 39 16 49 3 4 2 16 0 1428 472 11 0
split_gain=0.760495 0.205819 0.103832 0.0915051 0.087608 0.0786032 0.0900876 0.0783522 0.0872572 0.0768517 0.0738699 0.0872296 0.081467 0.134323 0.0713883 0.0664765 0.0624727 0.0618867 0.0591177 0.0590393 0.0853954 0.0786616 0.0571545 0.0572557 0.0531552 0.050538 0.0851534 0.087949 0.0694299 0.0697863
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.077555000000000013 0.085505000000000012 0.09388500000000001 -0.079859999999999987 -0.065544999999999978 -0.080884999999999985 0.093225000000000016 -0.096099999999999977 -0.078139999999999973 -0.11720999999999999 -0.0072999999999999992 0.40124500000000002 -0.040504999999999992 0.083705000000000016 -0.21316999999999997 0.098905000000000007 -0.070454999999999976 -0.0087849999999999977 0.11924500000000002 0.022185000000000003 1.0000000180025095e-35 -0.0092699999999999987 -0.076579999999999995 0.08653000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 17 -9 -2 -4 12 -12 16 25 22 -14 -8 -10 20 -13 -22 -6 -24 -21 28 -27 -28 29 -3
right_child=4 14 10 -5 15 -7 7 8 18 -11 11 19 13 -15 -16 -17 -18 -19 -20 24 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0073473337344780931 -0.0057031023094341873 0.0030325701371544883 -0.00022586082023653118 0.013430114585007058 0.011444355121680669 -0.0036048210153932728 0.0041616727132350205 0.010299283931090031 0.0050290290734440251 0.0028521327789695489 0.0090467853653852064 0.002595025262350894 0.0010929443903507725 -0.0037503878474056439 0.0042477313265216685 0.00063449514231511532 0.0069009985888640038 -0.0033014385011047123 0.00015621858149054735 0.013377743470482529 0.011110351032444409 0.0037660055649466812 0.0083311013159056372 0.0023461390046342727 0.0076065973378717901 0.007469272430651798 0.0075800379515504057 0.016325174458324911 0.011711311208394666 0.0088382293997592183
leaf_weight=168 21 21 22 29 21 21 20 24 93 21 23 55 31 26 38 21 46 25 34 20 35 25 33 31 79 536 23 23 84 1472
leaf_count=168 21 21 22 29 21 21 20 24 93 21 23 55 31 26 38 21 46 25 34 20 35 25 33 31 79 536 23 23 84 1472
internal_value=0 0.0081085 0.00639529 0.00824277 0.00325105 0.00225992 0.0027774 0.00367802 0.0047695 -0.00142548 0.00538989 0.00575326 0.00366582 0.00246424 0.00854441 0.00567276 0.00456269 1.54998e-05 0.0037245 0.00698231 0.00544121 0.00805021 0.00691751 0.00543214 0.00877249 0.00862004 0.00782363 0.0119526 0.00891396 0.00875657
internal_weight=0 2756 559 197 365 259 238 196 151 42 362 340 126 103 2197 106 77 45 127 214 115 60 85 64 99 2159 582 46 1577 1493
internal_count=3121 2756 559 197 365 259 238 196 151 42 362 340 126 103 2197 106 77 45 127 214 115 60 85 64 99 2159 582 46 1577 1493
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=31
num_cat=0
split_feature=1 12 1 47 47 149 14 15 157 12 48 15 9 52 1 43 1 1 0 3 16 15 16 52 16 42 49 4 480 2
split_gain=0.616511 0.171314 0.0855501 0.0744607 0.0741191 0.0664609 0.0609441 0.0695217 0.0753847 0.0607551 0.0552257 0.0577893 0.0517898 0.0505201 0.0506225 0.0526484 0.0505901 0.0649697 0.0500139 0.0540699 0.0481529 0.0450374 0.0448466 0.0901838 0.0663524 0.0542482 0.0534121 0.0487961 0.0419449 0.0406356
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.077555000000000013 0.081720000000000015 -0.10708499999999999 -0.44764999999999994 -0.078969999999999985 0.099815000000000015 0.094275000000000012 -0.064294999999999977 0.099965000000000012 -0.40967499999999996 0.094090000000000021 -0.10131 0.10871500000000002 0.11282000000000002 -0.067094999999999988 0.088060000000000013 -0.072359999999999994 -0.076244999999999993 0.0073350000000000004 -0.088614999999999985 0.26435500000000006 0.10194000000000002 0.12497000000000001 0.056795000000000005 -0.095389999999999989 0.13754500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 12 -4 -8 -9 28 11 -5 29 -10 -15 -16 18 21 19 -17 -12 -18 23 -11 25 -24 -26 -25 -3 -2
right_child=3 9 6 10 -6 -7 7 8 13 22 20 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 24 27 26 -27 -28 -29 -30 -31
leaf_value=0.0066126003317419557 0.0034129412351989923 0.0035873819777572698 0.0086836147096914212 0.010680783712477597 0.012087102992267444 0.0074775716522708542 -0.001164016273937055 0.00018658673216123136 0.010028134286403657 0.013550015890948654 0.00078476577117625218 0.0035886663198471075 -0.0026472790822110797 0.0082942387588493729 0.0090987988525912875 0.0054709972918097829 0.0051016198205096385 0.0026559497438332375 -0.0013522673996144126 0.00044851755065953035 0.0066424001997802407 0.011576024610125885 -0.0016399689267431808 0.0074790360750113102 0.0086156158170197158 0.0052347420452861122 0.0027028634170578286 0.0039749292802869103 0.007980327904902506 0.00059707870572239309
leaf_weight=168 103 22 37 27 29 20 21 32 21 21 36 20 27 38 21 58 21 36 26 34 23 22 22 180 50 24 22 51 1807 102
leaf_count=168 103 22 37 27 29 20 21 32 21 21 36 20 27 38 21 58 21 36 26 34 23 22 22 180 50 24 22 51 1807 102
internal_value=0 0.00729229 0.00573748 0.00288182 0.00741849 0.00194647 0.00483514 0.00440364 0.00478203 0.00769107 0.00510548 0.00766286 0.00146965 0.00531291 0.00492611 0.00433901 0.00383162 0.00579014 0.00252041 0.00361486 0.00306825 0.00841411 0.00652242 0.00727579 0.00491354 0.00194684 0.00680894 0.0067054 0.00792749 0.00201188
internal_weight=0 2763 564 358 197 252 367 330 309 2199 106 47 232 277 256 218 197 79 118 92 59 43 370 252 118 46 72 231 1829 205
internal_count=3121 2763 564 358 197 252 367 330 309 2199 106 47 232 277 256 218 197 79 118 92 59 43 370 252 118 46 72 231 1829 205
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 42 1 48 2 48 34 0 4 13 47 16 1 50 51 0 11 1 3 159 158 15
split_gain=31.5018 5.56985 3.06704 2.69073 1.93824 1.81061 1.08012 1.00329 0.824613 0.743786 0.678119 0.568585 0.563473 0.541128 0.513217 0.45048 0.449191 0.277864 0.276199 0.246583 0.247262 0.241059 0.593618 0.23029 0.367915 0.285342 0.233789 0.250206 0.249231 0.226077
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.10699500000000002 -0.0060199999999999993 0.085760000000000017 -0.015314999999999997 0.14753000000000002 -0.077484999999999984 -1.0000000180025095e-35 -0.14116499999999996 0.27834500000000006 -1.0000000180025095e-35 0.090100000000000013 -0.29154999999999992 0.11551000000000002 0.081075000000000022 0.078435000000000019 0.14486500000000005 1.0000000180025095e-35 0.090840000000000018 -0.11171999999999999 0.0089800000000000019 0.083705000000000016 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 10 12 11 -6 -5 15 -7 14 -12 -4 -1 -16 -18 19 20 -3 22 -15 24 26 -26 -13 -28 -29 -14
right_child=1 2 6 9 8 7 -8 -9 -10 -11 13 23 29 21 16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0013100489900977003 0.0011343682620512849 0.00074771956103779423 0.00024973527189498369 0.001090934328110673 0.0010150381595401708 0.00078350230394040826 0.0007139369799984025 0.00075518609415678906 0.00062495363880001747 0.00068092123095213981 0.00076754627749323838 0.00084252367124837987 0.00028794912456457195 0.001085535632614264 0.00068960655773405691 0.0011606509899182759 0.0003357154154956206 0.00059454317573054622 0.0007482874695686441 0.0005033898071897234 0.00048381787534354449 0.0011415820699645634 0.00075273577565325694 0.00090176162096180861 0.0013909823183808562 0.0011209092221126 0.0010410611260607799 0.0012929961998380866 0.0010738532134351401 6.129489807179396e-05
leaf_weight=84 71 39 45 22 74 30 37 48 29 75 20 20 64 198 33 1018 52 23 32 130 21 230 23 34 21 53 487 32 53 23
leaf_count=84 71 39 45 22 74 30 37 48 29 75 20 20 64 198 33 1018 52 23 32 130 21 230 23 34 21 53 487 32 53 23
internal_value=0 0.000614955 0.000553695 0.00109395 0.000682903 0.00110715 0.000402097 0.00102978 0.000905209 0.000773914 0.00114542 0.00104784 0.000354022 0.00108315 0.000425665 0.00117204 0.00049897 0.000415089 0.000579762 0.000551378 0.000655354 0.00109715 0.0010509 0.00105917 0.0010672 0.00119755 0.00105091 0.00105819 0.00115635 0.000228029
internal_weight=0 673 602 2448 325 2351 277 778 103 97 1573 730 240 471 153 1102 108 75 222 190 60 451 221 700 666 74 592 572 85 87
internal_count=3121 673 602 2448 325 2351 277 778 103 97 1573 730 240 471 153 1102 108 75 222 190 60 451 221 700 666 74 592 572 85 87
is_linear=0
shrinkage=0.00196078


Tree=6245
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 4 47 2 34 4 2 14 0 12 43 2 131 15 4 3 0 2 4 16 4 15
split_gain=19.3757 2.40498 2.10265 1.47541 1.2277 0.822991 0.743949 0.733685 0.611563 0.421959 0.391587 0.382814 0.463875 0.371696 0.371272 0.318531 0.288649 0.25253 0.232013 0.427129 0.222476 0.25756 0.216954 0.269971 0.208733 0.207842 0.203549 0.193537 0.191783 0.186003
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 -0.16363499999999997 0.091545000000000015 0.40124500000000002 0.053180000000000012 0.077555000000000013 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.11389000000000002 0.076175000000000007 -0.067094999999999988 0.13597000000000004 -0.070064999999999975 0.11177500000000001 0.082750000000000004 -0.40580499999999992 -0.064054999999999987 0.090900000000000009 -0.13027499999999997 0.10252500000000002 -0.036839999999999991 -0.040964999999999994 0.010840000000000001 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 11 -6 15 26 17 14 12 -3 -14 22 24 25 -9 -2 -20 21 -13 -1 -24 -4 -8 -5 -7 -23 -15
right_child=1 5 7 8 6 27 16 9 -10 -11 -12 20 13 29 -16 -17 -18 -19 19 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093171727838554171 0.00041332447357533792 0.00021241106291774311 0.00077259521474879161 0.00099370189620644114 0.00091565067041606408 0.00046896504655874195 0.00070950861332624491 0.00088984865294302728 0.00053112771137893964 0.00076321435181812033 0.0010421180666661729 0.00029497150966965435 0.00061152360745967403 0.00048621858225982517 0.00056384352451263403 0.0010976446495539899 0.00040279958574544815 0.00070298643250010806 0.00080022949745310818 0.00049406098260476713 0.00040285651136061866 0.00019355509386592131 0.00084550501339582783 0.0006168616736141984 0.00093557151584940741 0.00055129354229637752 0.00079468488598985812 0.00072066977534905748 -7.1742386173676036e-05 0.00027217727469622884
leaf_weight=69 73 45 31 29 31 23 58 675 29 137 35 35 36 27 20 46 28 29 22 86 20 22 84 26 1191 71 62 24 20 37
leaf_count=69 73 45 31 29 31 23 58 675 29 137 35 35 36 27 20 46 28 29 22 86 20 22 84 26 1191 71 62 24 20 37
internal_value=0 0.000487824 0.000882402 0.00061049 0.00075606 0.000360064 0.000638069 0.000907683 0.000779088 0.000862776 0.000850856 0.000313952 0.000377737 0.000452133 0.000817217 0.000937467 0.000583259 0.000882151 0.000498713 0.000556429 0.000218603 0.000170745 0.000845527 0.000791462 0.000931437 0.000622429 0.000858108 0.000597495 6.7223e-05 0.000362476
internal_weight=0 590 2531 301 422 289 188 2109 120 841 234 242 145 100 199 1268 157 704 181 108 97 77 179 110 1222 129 91 47 42 64
internal_count=3121 590 2531 301 422 289 188 2109 120 841 234 242 145 100 199 1268 157 704 181 108 97 77 179 110 1222 129 91 47 42 64
is_linear=0
shrinkage=0.00196078


Tree=6246
num_leaves=31
num_cat=0
split_feature=1 4 15 1 12 3 148 3 376 157 12 2 15 16 151 2 132 4 13 13 43 43 133 1211 1446 480 1213 43 0 48
split_gain=0.727018 0.129853 0.107883 0.103392 0.10245 0.10979 0.0828412 0.0850289 0.105765 0.0823279 0.0803356 0.0978972 0.0894489 0.175762 0.068896 0.0680501 0.0634022 0.0736526 0.0612956 0.0538768 0.0865767 0.0808297 0.0736975 0.0564428 0.0562375 0.0738687 0.054459 0.0598166 0.0628318 0.0537869
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.08864000000000001 0.087215000000000015 -0.087909999999999988 -0.065034999999999996 0.149315 0.080200000000000007 -0.0091799999999999989 0.091625000000000012 0.088850000000000012 -0.0063699999999999989 -0.0057949999999999989 0.086470000000000005 0.25063000000000007 0.078465000000000021 -0.04890499999999999 0.0015850000000000003 0.054800000000000008 -0.071629999999999985 -0.14035499999999998 -0.0061299999999999992 0.11789500000000001 0.083715000000000026 0.086995000000000017 -0.50911999999999991 0.0051600000000000005 -0.08867499999999999 0.090225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 10 5 -5 -2 8 16 -4 12 -12 -1 -14 -7 -3 17 -8 -15 21 -21 -11 23 26 -24 -26 -23 -28 -29 -19
right_child=1 15 9 4 -6 14 7 -9 -10 19 11 -13 13 18 -16 -17 -18 29 -20 20 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.0092587949265277771 -0.00018314665014093574 0.00313069385164095 0.014468133179560447 -0.00092991373967379334 0.0081054448378401703 0.0063221650211833045 0.014412294099615378 0.0029846750804403376 0.0019799028341367375 0.013169540694604319 0.00054076655322442887 0.0073212570834293228 -0.0014122113871659773 0.0096434480478595676 0.00041882062161510643 -0.0024429372822244964 0.0036343147493898866 0.0069153334384782807 0.0033560618758201599 0.0080881689088043718 0.0014425000854923079 0.0047359546666721937 0.0075732538989090941 0.014779921051203496 0.014783679853336743 0.0068095578235529731 0.010520436590480598 0.011329758644718916 0.0065478310927808772 0.012010875413263287
leaf_weight=578 22 251 26 28 180 195 22 62 32 45 23 287 24 69 22 24 25 89 20 107 24 23 420 21 26 21 296 39 93 27
leaf_count=578 22 251 26 28 180 195 22 62 32 45 23 287 24 69 22 24 25 89 20 107 24 23 420 21 26 21 296 39 93 27
internal_value=0 0.00418635 0.00818075 0.00760086 0.00629407 0.00496326 0.00570632 0.00621048 0.00723612 0.00890549 0.00815569 0.00681819 0.00875573 0.00618253 0.00572367 0.00264427 0.00826802 0.00910745 0.00823055 0.00877578 0.00687064 0.00902941 0.008831 0.00971221 0.00794035 0.0112208 0.00947624 0.00973098 0.00796067 0.00810136
internal_weight=0 554 2567 1426 425 245 279 257 195 1141 1001 310 691 113 217 275 163 138 89 1115 131 984 939 472 467 47 451 428 132 116
internal_count=3121 554 2567 1426 425 245 279 257 195 1141 1001 310 691 113 217 275 163 138 89 1115 131 984 939 472 467 47 451 428 132 116
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=31
num_cat=0
split_feature=1 12 1375 10 15 2 47 2 15 51 1 43 4 160 4 16 16 1 43 3 3 15 3 4 457 42 403 15 42 3
split_gain=0.592982 0.16069 0.0927794 0.101435 0.0850964 0.0740117 0.0767125 0.128696 0.100057 0.0728179 0.0791291 0.0699723 0.059837 0.0572946 0.0562538 0.0773687 0.0828334 0.0556904 0.0520797 0.0824792 0.0736853 0.0655314 0.0582852 0.0493763 0.048723 0.0481254 0.0647489 0.0727517 0.0846719 0.0718616
threshold=0.11846000000000002 0.051320000000000005 -0.22860499999999997 -1.0000000180025095e-35 0.024640000000000006 0.098035000000000011 0.077555000000000013 0.079055000000000014 -0.089964999999999976 -0.40274499999999996 0.16773500000000005 -0.085154999999999995 0.053180000000000012 -1.0000000180025095e-35 0.42642000000000008 0.15891500000000003 -0.0024749999999999993 0.084785000000000013 0.054355000000000007 -0.07793499999999999 -0.10115999999999999 -0.11033999999999998 -0.072624999999999981 -0.034939999999999992 0.084840000000000013 0.11457500000000002 -0.53960999999999981 0.093115000000000017 0.12074000000000001 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 6 7 -5 -9 -2 23 -4 25 -10 15 16 17 -7 20 -20 21 -14 -22 -11 -25 -3 -27 28 -28 -29
right_child=9 12 3 4 -6 14 -8 8 13 10 -12 -13 18 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.00011945088895467611 0.0082156226068036634 0.0079517764125694914 -0.0027245740429498256 0.0014158554035116379 0.010298178550930551 0.0085939829024331022 0.011268419732238856 0.0042327642011514401 0.0083685326606555057 0.0058995849580474281 -0.0034294294925140481 0.0045505754972020021 0.0053616884425282483 0.014467471023090185 0.0085566976007872397 0.0081645265576662501 -0.0020398190468549726 0.0033019849153412186 0.014127387321786956 0.0061936204634165694 0.0071651351632612261 -0.0023180413694353775 0.0018760492772950483 0.0027695413718872696 -0.0023629165254533293 0.010283091121578013 -0.0027702592015971493 0.010624091522467714 0.005843027431365045 0.0041737242106300518
leaf_weight=26 24 1769 20 38 52 24 42 40 43 47 21 39 25 24 35 40 25 116 20 38 158 20 24 246 20 29 21 31 25 39
leaf_count=26 24 1769 20 38 52 24 42 40 43 47 21 39 25 24 35 40 25 116 20 38 158 20 24 246 20 29 21 31 25 39
internal_value=0 0.00722071 0.00571487 0.00599683 0.00647873 0.0060136 0.0075051 0.00641503 0.00819044 0.00289521 0.00251291 0.00208442 0.00760692 0.0105532 0.00485148 0.00421889 0.00326237 0.00420918 0.0062551 0.0089294 0.0055718 0.00194848 0.00646767 0.0029116 0.00238364 0.00780822 0.00605677 0.00500019 0.00191087 0.00703032
internal_weight=0 2763 564 538 479 427 187 145 107 358 334 59 2199 67 240 205 165 140 285 58 227 45 182 313 266 1914 145 116 46 70
internal_count=3121 2763 564 538 479 427 187 145 107 358 334 59 2199 67 240 205 165 140 285 58 227 45 182 313 266 1914 145 116 46 70
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 47 12 43 12 457 1 4 2 2 14 4 42 34 4 13 15 0 131 47 1 1 49 3 31 3
split_gain=25.0072 4.12012 2.57569 2.00375 1.38249 0.798376 0.772434 0.744339 0.706915 0.682695 0.633734 0.602331 0.450704 0.424849 0.420912 0.41309 0.399964 0.37432 0.319578 0.237775 0.226747 0.216316 0.194401 0.191853 0.191142 0.480931 0.188569 0.185006 0.183326 0.180417
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.065819999999999976 0.088105000000000003 0.13082500000000002 0.051320000000000005 -0.04890499999999999 0.088245000000000004 0.094310000000000019 1.0000000180025095e-35 0.40473500000000007 0.14753000000000002 0.10855000000000002 0.076175000000000007 -0.00099499999999999979 0.11934000000000002 -1.0000000180025095e-35 0.40945500000000007 -1.0000000180025095e-35 -0.081924999999999984 -0.11242999999999999 0.09055500000000001 0.090100000000000013 1.0000000180025095e-35 0.084785000000000013 0.097940000000000013 1.0000000180025095e-35 -0.077289999999999984 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 6 23 12 -1 10 14 13 16 -6 17 24 21 29 26 28 -19 -20 -14 -8 -2 27 -9 -26 -5 -3 -4 -10
right_child=1 2 5 7 11 -7 8 9 15 -11 -12 -13 20 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0007183926233827638 0.0010560157347698602 0.00043620869772424518 0.00034938113275855616 0.0010615738482794462 0.0008946682577780418 0.0006170247591119882 0.0008776654702662731 0.00088826203901393739 0.0010826990626105408 0.00056076674442999169 0.00059821274993036714 0.00057065575223817831 0.00025491791385514473 0.00079265354882950088 0.0012416837576827314 0.00089404596284674222 0.00064184891056674471 0.00058202217189890241 0.00028123974049815674 0.00052661588996542538 2.7928242534526067e-05 0.0010397234460360007 0.00083414569443984894 0.00065960258145031391 0.0011926681117953939 0.00094395883783113721 0.00081760117681531786 0.00055864013089160832 9.9016632785495025e-05 0.00097869938842672479
leaf_weight=38 49 98 22 29 71 37 33 86 70 21 68 32 64 72 39 233 22 37 49 22 23 784 22 32 39 128 21 92 23 765
leaf_count=38 49 98 22 29 71 37 33 86 70 21 68 32 64 72 39 233 22 37 49 22 23 784 22 32 39 128 21 92 23 765
internal_value=0 0.000540536 0.000487849 0.000967308 0.000606256 0.000348924 0.000995228 0.000854594 0.0010007 0.000903406 0.00073396 0.000794004 0.000307592 0.000925546 0.00104268 0.000967047 0.000862166 0.000371666 0.00043427 0.000357272 0.000194909 0.00103318 0.000987267 0.000519147 0.000963365 0.00100204 0.000959105 0.000495491 0.000221417 0.000987418
internal_weight=0 673 602 2448 325 277 1962 486 1924 346 140 103 240 325 856 1068 72 153 108 71 87 817 71 222 253 167 50 190 45 835
internal_count=3121 673 602 2448 325 277 1962 486 1924 346 140 103 240 325 856 1068 72 153 108 71 87 817 71 222 253 167 50 190 45 835
is_linear=0
shrinkage=0.00196078


Tree=6249
num_leaves=31
num_cat=0
split_feature=1 3 15 0 46 12 3 1210 41 150 12 157 2 13 4 49 474 1 475 156 457 159 133 3 16 16 150 43 4 42
split_gain=0.585598 0.115003 0.0851182 0.0829975 0.0819985 0.10932 0.101389 0.0748864 0.0781525 0.0727923 0.0704654 0.0660045 0.06111 0.0540771 0.0575143 0.0579487 0.0611257 0.0763146 0.0484845 0.0872173 0.065022 0.0902873 0.085087 0.0590402 0.049365 0.100294 0.071041 0.0610463 0.0535776 0.0577578
threshold=0.10920500000000001 -0.049509999999999992 0.024640000000000006 0.034820000000000011 0.084955000000000017 0.082095000000000015 0.11924500000000002 -0.0084249999999999985 0.077565000000000009 -0.093459999999999988 0.097825000000000009 -0.0091799999999999989 0.11411 0.05868000000000001 -0.17966999999999997 -0.086009999999999989 0.084660000000000027 0.095950000000000021 -0.082549999999999998 0.087575000000000014 -0.086374999999999993 0.014475000000000003 0.085760000000000017 -0.087044999999999983 -0.069144999999999984 -0.074929999999999983 -0.090724999999999986 -0.00045499999999999995 -0.49405499999999997 -0.12099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 10 5 6 9 -7 18 -1 -3 -4 -2 14 -11 -16 17 -17 19 20 -9 22 23 -22 25 27 -26 -20 -28 -30
right_child=1 3 11 -5 -6 7 -8 8 -10 13 -12 -13 -14 -15 15 16 -18 -19 24 -21 21 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=0.00017774201114661992 0.0073515748751729173 0.0036008311330842958 0.012982018900891909 -0.0025709610863554259 0.01276497497101841 0.0026898925034295057 -0.00081855956837534902 0.0061062613433157959 0.0025246074355597939 0.009512192634533026 -0.0017196250631025544 0.0078851263212047131 0.0036059675852296298 0.0031286073091905567 0.010626925914160286 0.0074412904625628584 0.00032079819855945454 0.0033590856030366947 0.008797708292455941 0.0061760911611296859 0.010871015388208132 0.017476411292418129 0.013697732531612642 0.0038567323757888517 0.012481772177852691 0.014524542198826871 0.0099888952842631731 0.0052425718238658233 0.0098977627032177731 0.0057087348771953355
leaf_weight=22 108 319 26 27 23 34 25 27 31 56 27 1115 73 52 24 129 21 71 161 72 24 21 38 24 20 24 38 69 36 384
leaf_count=22 108 319 26 27 23 34 25 27 31 56 27 1115 73 52 24 129 21 71 161 72 24 21 38 24 20 24 38 69 36 384
internal_value=0 0.00377261 0.00735752 0.00276895 0.00684243 0.00674534 0.00534755 0.00730279 0.00746464 0.00575863 0.00318565 0.00800127 0.00584092 0.00610644 0.00662089 0.00596002 0.00545321 0.00599211 0.00762791 0.00898317 0.0104914 0.011598 0.0101626 0.00736387 0.00724651 0.00837306 0.00664788 0.00773117 0.00639313 0.00606779
internal_weight=0 554 2567 373 1426 1403 400 1003 969 375 346 1141 181 353 301 245 221 200 938 206 134 107 86 48 732 254 478 230 458 420
internal_count=3121 554 2567 373 1426 1403 400 1003 969 375 346 1141 181 353 301 245 221 200 938 206 134 107 86 48 732 254 478 230 458 420
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 1 1 2 50 49 2 1 150 1 12 40 4 15 0 15 4 4 4 0
split_gain=26.9078 4.5139 2.2302 1.967 1.64675 1.33059 0.972827 0.963763 0.958111 0.814859 0.68617 0.610662 0.489787 0.714464 0.391028 0.356026 0.324862 0.296293 0.294265 0.270927 0.268291 0.244025 0.236332 0.224524 0.312314 0.212343 0.202074 0.20031 0.193634 0.191018
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.14122000000000004 0.092845000000000025 0.089770000000000016 0.090425000000000019 0.041865000000000006 -0.054984999999999992 -0.0091949999999999983 0.12408500000000001 1.0000000180025095e-35 0.13075500000000004 0.088245000000000004 -0.077714999999999992 -0.50940999999999981 -0.15914499999999995 -0.11173999999999999 -0.086254999999999984 0.076415000000000025 0.038415000000000012 0.018150000000000003 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 21 12 -8 -10 18 -4 20 16 25 -2 -14 -11 27 -5 22 -3 -1 -24 26 -6 -25 29 -26 -7
right_child=1 4 11 19 14 10 8 -9 9 17 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.0012789043192160201 0.00071685157245055203 0.00046730016930646498 0.00092647880035446131 0.00063335044540805752 0.00024518113515900272 0.0010216137013432025 0.0009256440527688444 0.001271564073637666 0.00086198353967746762 0.00054902051931712099 0.00069677495535254647 0.00060619149442299512 0.00077844862393456856 0.00064309841920665359 0.00046560780006863996 0.00098298263064931389 0.0010212742314418574 0.00036663277185750682 0.00077469972321410579 0.00038685212763988112 0.0010290262563507151 0.00026941244632882228 0.0012644972384365555 0.0008522732259191539 0.001089392590532059 1.4141488263346986e-05 0.0010809476371684106 0.00091283884317088751 0.00093361175135143245 0.00083494626195229529
leaf_weight=23 23 46 37 60 65 252 30 76 28 134 41 60 23 23 26 121 268 46 30 24 600 50 24 39 742 20 24 131 32 23
leaf_count=23 23 46 37 60 65 252 30 76 28 134 41 60 23 23 26 121 268 46 30 24 600 50 24 39 742 20 24 131 32 23
internal_value=0 0.000577035 0.00101973 0.000801377 0.000462091 0.00103175 0.000530854 0.00105528 0.000598062 0.000550814 0.000939289 0.000728363 0.00104614 0.000975787 0.000255184 0.000940476 0.00100208 0.00050241 0.000962095 0.000562922 0.00106103 0.000364234 0.00108275 0.00107751 0.00107215 0.000190819 0.000939387 0.000975942 0.00108295 0.001006
internal_weight=0 673 2448 228 445 2351 334 1874 238 208 477 97 1798 314 111 144 291 180 436 84 1484 96 884 861 837 85 63 406 774 275
internal_count=3121 673 2448 228 445 2351 334 1874 238 208 477 97 1798 314 111 144 291 180 436 84 1484 96 884 861 837 85 63 406 774 275
is_linear=0
shrinkage=0.00196078


Tree=6251
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 2 1 4 4 0 150 150 52 0 49 1 50 40 1 0 4 16 4 15 0 0
split_gain=43.0145 6.86905 3.39201 3.20277 2.40889 2.20791 1.62368 1.39601 1.11464 1.08683 0.991022 0.66092 0.657041 0.901244 0.719664 0.63274 0.583698 0.563155 0.476155 0.435876 0.433311 0.390815 0.383622 0.353094 0.353412 0.349311 0.330059 0.31714 0.316908 0.30508
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.10613000000000002 0.09253500000000002 -0.15289999999999995 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 1.0000000180025095e-35 -0.53964499999999982 -0.14832499999999996 -0.054984999999999992 0.13265500000000002 0.041865000000000006 -0.077714999999999992 0.13075500000000004 -0.084044999999999995 -0.55119499999999988 -0.059624999999999991 0.038415000000000012 -0.087894999999999987 -0.094654999999999975 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 6 7 21 12 15 -8 -5 -11 13 -1 17 26 -2 -14 -18 -13 27 -3 -4 -15 -25 -19 29 28 -6 -7
right_child=1 4 22 10 20 8 9 -9 -10 11 -12 19 14 23 -16 -17 18 25 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010890031962021913 0.0013780886450776182 0.00057736049039616472 0.00076823050947555534 0.001201155749520216 0.00049642892680826234 0.0012833039686808304 0.00099359951594123479 0.0015851876630195031 0.00086546630711289811 0.0010137450344422285 0.00078577385966628643 0.00067702007987394672 0.0015506307117077482 0.0013686372451616061 0.00088046595330357246 0.00091906209718905574 0.00083802111232070644 0.0012767198984147835 0.001168928209234373 0.00038590820304547634 0.00055028070958378994 0.00032693004147971378 0.00047491180430489038 0.0015545405912314296 0.0013027692003945649 0.0010778966583142994 0.0011424716692834045 5.1929773528034944e-05 0.00021549240829776519 0.0010471574993897784
leaf_weight=59 41 46 60 34 26 246 54 76 41 20 63 141 21 698 23 28 21 98 82 23 26 50 24 22 835 52 129 21 38 23
leaf_count=59 41 46 60 34 26 246 54 76 41 20 63 141 21 698 23 28 21 98 82 23 26 50 24 22 835 52 129 21 38 23
internal_value=0 0.000720814 0.000997561 0.00128053 0.00057902 0.00129494 0.000662186 0.00132486 0.00117425 0.000749013 0.000931372 0.000677232 0.00131391 0.00132687 0.0012061 0.00120397 0.00118022 0.0012499 0.00110146 0.000636193 0.000328772 0.000446928 0.000684425 0.0013359 0.00130923 0.00120779 0.00122401 0.000261016 0.000329623 0.00126311
internal_weight=0 673 228 2448 445 2351 334 1884 467 238 97 184 1808 1614 194 426 144 171 103 164 111 96 84 1555 857 150 398 85 64 269
internal_count=3121 673 228 2448 445 2351 334 1884 467 238 97 184 1808 1614 194 426 144 171 103 164 111 96 84 1555 857 150 398 85 64 269
is_linear=0
shrinkage=0.00196078


Tree=6252
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 4 4 15 0 12 4 15 11 0 1 4 0 2 4 15 16 43 3 14 2 2 0 12
split_gain=17.2961 2.36183 1.9335 1.32555 1.11342 0.752025 0.75802 0.749092 0.683979 0.582134 0.424798 0.410409 0.380352 0.518411 0.364727 0.32309 0.318296 0.305804 0.404192 0.338377 0.287489 0.244218 0.217043 0.216618 0.200987 0.191389 0.188418 0.183432 0.179146 0.204536
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.36766000000000004 0.14285500000000004 0.053180000000000012 0.40124500000000002 0.024640000000000006 -0.23194499999999998 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 1.0000000180025095e-35 -0.064339999999999994 0.16175000000000003 -0.16363499999999997 -0.066089999999999996 0.092235000000000025 0.27834500000000006 0.024640000000000006 -0.44310499999999992 -0.04890499999999999 -0.11171999999999999 -0.45687499999999998 0.090425000000000019 0.099185000000000009 -0.093584999999999988 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 6 -3 11 -5 17 -1 14 27 -14 15 26 25 -6 19 23 22 -16 -9 -19 -17 -7 -4 -12 -28 -30
right_child=1 5 7 8 9 16 -8 20 -10 -11 12 -13 13 -15 21 24 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0010391761673325525 0.00043870190957742938 0.00053374411610206942 0.00084851873595370513 0.00078802445028085591 0.00077260211179681622 0.00041209292651264463 0.00020798053006385487 0.00083225243860458376 0.00044222680311536695 0.0008913496253537197 0.00092080452424638415 0.00060196638943538065 0.00075657757323992637 0.00044027922692598426 0.00085863403200631496 0.00056250746928009337 8.465669916796625e-06 0.00050406843387320926 0.00030596666285867286 0.00048613332002860385 0.00049805672305360449 0.0010177770246993364 0.00069785798869710213 0.00075106892524124877 0.00076914709283383423 0.00021709587900945455 0.00061752474958113592 0.00069984302618632125 0.0009913621500214154 0.00079613693547803631
leaf_weight=22 181 76 1191 91 21 23 43 66 29 21 52 29 76 27 83 22 25 20 28 92 21 67 154 43 102 122 20 20 22 332
leaf_count=22 181 76 1191 91 21 23 43 66 29 21 52 29 76 27 83 22 25 20 28 92 21 67 154 43 102 122 20 20 22 332
internal_value=0 0.00042309 0.000795893 0.000544651 0.000674739 0.000296482 0.000416031 0.000820135 0.000704457 0.000580496 0.000782376 0.000833408 0.000750092 0.000673664 0.000837058 0.000828829 0.000212797 0.000548497 0.00052278 0.000561946 0.000717253 0.000929718 0.000738176 0.000672656 0.000732485 0.000248026 0.000836462 0.000859426 0.000798069 0.00080827
internal_weight=0 590 2531 301 422 289 119 2109 120 225 197 1868 175 103 1839 1689 170 204 183 155 241 150 220 63 124 145 1565 72 374 354
internal_count=3121 590 2531 301 422 289 119 2109 120 225 197 1868 175 103 1839 1689 170 204 183 155 241 150 220 63 124 145 1565 72 374 354
is_linear=0
shrinkage=0.00196078


Tree=6253
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 150 52 52 40 151 39 1 2 47 3 49 0 15 16 133 4 12 0 41 51 15 43 124 52 131
split_gain=0.85076 0.156621 0.107869 0.112269 0.101353 0.0885129 0.0869323 0.143915 0.128838 0.0964592 0.102841 0.0890551 0.074817 0.0718897 0.0713756 0.124772 0.106165 0.110639 0.0835258 0.0672648 0.0662349 0.0613961 0.0745223 0.0653173 0.0593585 0.0518547 0.0636931 0.0500554 0.139395 0.0493408
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.084680000000000019 -0.088614999999999985 -0.080114999999999978 -0.079179999999999987 0.032230000000000009 0.10031500000000002 0.095950000000000021 1.0000000180025095e-35 0.11518500000000002 -0.13309499999999996 -0.015259999999999998 -0.11013499999999998 -0.41942499999999994 -0.44310499999999992 -0.085499999999999979 0.40124500000000002 0.11734000000000001 -0.14920999999999998 0.079395000000000007 -0.033649999999999992 -0.079929999999999987 -1.0000000180025095e-35 -0.063929999999999987 -0.077024999999999996 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 12 -1 8 -8 10 11 19 13 29 -3 -16 18 -18 -17 -9 21 22 23 -4 -21 -23 -27 -7 -29 -2
right_child=1 14 20 -5 -6 27 7 9 -10 -11 -12 -13 -14 -15 15 16 17 -19 -20 24 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0099775148290401506 0.013689267282953133 0.0062256162896102193 0.01618288374505937 0.0121004695208588 0.00094484666098231603 -0.00031031466857408911 0.0054895322868680138 0.0052725745318457492 -0.0044262822414748368 0.0010566203715279699 0.0015446825325489046 0.0057181309339486893 0.0052034282355624094 0.006158733662178225 -0.0048321665274789153 0.0038213459266425703 0.0029977691131889035 -0.0036495817406188621 0.011359265978847233 0.0073581812866032117 0.0036524256425244472 0.010892098608680748 0.0093088972086247095 0.0090997179536118546 0.012948989358036542 0.0019970436054732531 0.008264373468837757 0.011627146477500599 0.0014265187000509704 0.0081253617952045578
leaf_weight=97 37 53 30 48 26 24 38 20 20 20 20 54 85 47 23 49 95 34 21 25 21 22 1959 23 79 31 34 21 37 28
leaf_count=97 37 53 30 48 26 24 38 20 20 20 20 54 85 47 23 49 95 34 21 25 21 22 1959 23 79 31 34 21 37 28
internal_value=0 0.00462198 0.00894297 0.00753124 0.00698156 0.00629129 0.00740235 0.00649731 0.00207029 0.00767514 0.00834368 0.00910761 0.00744043 0.00913816 0.0029284 0.00214123 0.0029472 0.00124575 0.00608272 0.0105837 0.00924063 0.00929654 0.009409 0.0131091 0.011605 0.00669567 0.00527534 0.00353053 0.00511985 0.0112925
internal_weight=0 554 2567 447 399 279 373 276 58 218 198 178 197 112 275 222 199 129 70 124 2120 2099 2012 53 104 87 65 82 58 65
internal_count=3121 554 2567 447 399 279 373 276 58 218 198 178 197 112 275 222 199 129 70 124 2120 2099 2012 53 104 87 65 82 58 65
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 51 474 2 3 12 132 130 4 34 2 4 150 0 3 151 151 3 43 160 159 483 42 15 1453 1447
split_gain=0.690293 0.1867 0.0914607 0.108464 0.107583 0.101728 0.086799 0.118931 0.0828717 0.0994631 0.0822503 0.0755318 0.0938489 0.0739024 0.0903963 0.0704705 0.0591444 0.054286 0.0714208 0.0587437 0.104349 0.0832226 0.0728897 0.0585958 0.0993521 0.055887 0.0537565 0.0610104 0.0688567 0.0970814
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.090560000000000015 0.084880000000000011 0.086100000000000024 0.31370500000000007 -0.42850999999999995 0.08696000000000001 -0.0060099999999999989 -0.033174999999999989 -0.038779999999999995 0.13247500000000004 0.053180000000000012 0.08926000000000002 -0.085669999999999982 -0.045649999999999989 -0.085574999999999984 -0.089594999999999994 -0.15327499999999997 -0.085739999999999997 -0.53327999999999987 -0.032739999999999991 0.10200000000000002 0.091545000000000015 -0.081924999999999984 -0.0087699999999999983 -0.084334999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 11 -10 16 -2 -13 -14 -15 17 -4 19 23 20 22 -21 -3 24 -19 -23 27 -25 -29 -30
right_child=8 15 10 4 5 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 18 -20 21 -22 25 -24 26 -26 -27 -28 28 29 -31
leaf_value=0.0036027791650364328 -0.00053339488804340365 0.0053298869720575489 0.006205082155015861 0.01046832183384578 0.013513552637375664 0.00060083194822072982 0.0011631276825210082 0.0068165929432035671 0.0048677133231916853 -0.0019890432160796731 -0.0016861762385815384 0.0097522689517973056 -0.00056887437784743891 0.0066458112554505988 0.0020179151681885641 0.0068429654050442771 0.0014668891487150072 0.0085304204731558777 0.0023637915861659817 0.013936120050777568 0.0010075684020589308 0.0090355293007964368 0.013566457409234274 0.012154831563798237 -0.00056867005303502089 0.013787167053669691 0.0072993448083412439 0.0037164105459981203 0.0153122140602632 0.0085742399189941611
leaf_weight=72 31 22 117 108 33 25 20 135 34 56 20 32 31 102 72 285 34 30 21 41 23 516 21 51 20 26 330 28 22 763
leaf_count=72 31 22 117 108 33 25 20 135 34 56 20 32 31 102 72 285 34 30 21 41 23 516 21 51 20 26 330 28 22 763
internal_value=0 0.0078937 0.00627056 0.00711056 0.00789735 0.00659376 0.00739069 0.00813207 0.00322676 0.000601287 0.00434003 0.00410845 0.00471561 0.0039294 0.00473082 0.00831 0.0051382 0.00852844 0.00814698 0.00927197 0.00644435 0.00959208 0.0093524 0.00824461 0.00489078 0.00926347 0.00838505 0.00879973 0.00858927 0.00876307
internal_weight=0 2763 564 393 321 213 188 168 358 90 171 268 237 205 174 2199 151 1914 1265 649 66 583 43 1244 50 542 1194 864 813 785
internal_count=3121 2763 564 393 321 213 188 168 358 90 171 268 237 205 174 2199 151 1914 1265 649 66 583 43 1244 50 542 1194 864 813 785
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 14 1 2 457 2 49 2 1 1 4 4 9 39 1 52 42 4 16 51 11 16 3 13
split_gain=17.0189 2.02165 1.82186 1.48662 1.14194 0.658014 0.550107 0.512571 0.480289 0.409438 0.438297 0.3341 0.284191 0.236239 0.427101 0.24362 0.234183 0.215777 0.213199 0.179358 0.174758 0.170076 0.157892 0.154754 0.151711 0.181312 0.146878 0.144607 0.141056 0.134088
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.098630000000000009 0.13075500000000004 0.082585000000000006 0.076175000000000007 0.092845000000000025 0.14960000000000004 0.080930000000000016 -1.0000000180025095e-35 -0.017229999999999999 0.090425000000000019 0.089770000000000016 1.0000000180025095e-35 0.057560000000000007 0.098655000000000007 0.085555000000000006 0.088025000000000006 0.15471500000000002 0.039215000000000007 0.088295000000000012 0.24564500000000003 -0.080509999999999984 -1.0000000180025095e-35 0.075910000000000019 -0.45661999999999997 -0.061964999999999992 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 7 19 17 11 -4 10 16 18 -2 22 15 -15 24 29 -1 -3 -7 23 -13 -18 -6 -26 -9 -23 -27 -5
right_child=1 5 8 6 9 20 -8 26 -10 -11 -12 13 -14 14 -16 -17 21 -19 -20 -21 -22 27 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00053615737688161576 0.00053195127005141885 0.00047818071167288775 0.00075946284204358202 0.00042301437539187653 0.00092534748885407655 0.00028181145153593389 0.00029551251546733174 0.0008820465501935725 0.00048585661645653193 0.00051314838829016256 0.00056312937362521301 0.00087945904020547477 0.00078400477167253526 0.00081693655395521187 0.00056510005975324729 0.0010208454080461676 0.00070976922428181704 0.00068596357572402341 0.00079422531264700569 0.0003161195683351886 0.00012373253118758108 0.00089812618462568308 0.00083099874414475027 0.00051603006407021463 0.00084804828268354043 0.00078436268361356629 0.0010731686704523783 0.00067936118786074537 0.00065430107688284117 0.00056233133795727437
leaf_weight=20 21 97 37 58 38 116 57 22 74 26 38 1005 95 367 25 24 51 26 32 36 35 26 348 23 133 126 52 21 43 49
leaf_count=20 21 97 37 58 38 116 57 22 74 26 38 1005 95 367 25 24 51 26 32 36 35 26 348 23 133 126 52 21 43 49
internal_value=0 0.000452889 0.000822692 0.000563463 0.000833958 0.000333749 0.000456675 0.000856378 0.000577059 0.000753036 0.000765535 0.000849877 0.000738374 0.00085443 0.000813566 0.000829453 0.000782219 0.000525745 0.000694968 0.000434315 0.000245171 0.000708139 0.000866995 0.000649553 0.000808583 0.000793891 0.00101635 0.00080038 0.00075127 0.000486814
internal_weight=0 590 2531 306 2420 284 190 1895 111 525 499 1821 116 1769 416 391 461 133 52 133 151 121 1353 74 340 302 74 47 169 107
internal_count=3121 590 2531 306 2420 284 190 1895 111 525 499 1821 116 1769 416 391 461 133 52 133 151 121 1353 74 340 302 74 47 169 107
is_linear=0
shrinkage=0.00196078


Tree=6256
num_leaves=31
num_cat=0
split_feature=1 4 44 12 2 12 4 51 12 159 49 16 2 158 51 15 2 49 51 133 48 12 1 43 43 42 13 3 401 133
split_gain=0.644265 0.122372 0.0929901 0.123397 0.0841428 0.199495 0.107934 0.0814565 0.0763599 0.0731767 0.101011 0.0686916 0.063753 0.0634978 0.0632582 0.0611784 0.0666176 0.061918 0.0592132 0.0833335 0.0662574 0.057982 0.093399 0.063893 0.0562178 0.0568669 0.0550889 0.0887551 0.0664559 0.0534685
threshold=0.10920500000000001 0.27287000000000006 0.081805000000000017 0.078300000000000008 0.11362000000000001 -0.042789999999999988 -0.064054999999999987 0.090560000000000015 -1.0000000180025095e-35 0.082585000000000006 0.14321000000000003 0.062650000000000025 0.25063000000000007 0.089460000000000012 -0.070629999999999984 -1.0000000180025095e-35 -0.080614999999999978 0.092560000000000017 0.15000000000000002 0.085635000000000003 0.10990500000000002 0.087830000000000005 0.089875000000000024 0.093175000000000022 -0.11720999999999999 -0.087819999999999981 0.10820000000000002 -0.12018999999999998 0.085900000000000018 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 6 -6 8 14 -1 10 18 -10 26 -11 -8 16 -16 -18 19 20 -2 22 23 24 25 -5 27 -3 -29 -26
right_child=1 12 -4 21 5 -7 7 -9 11 13 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0040027141454629604 0.0080199241403292511 0.0082798689590109619 0.013468212442440465 0.0081057432340458039 0.009374711856556436 -0.0038463040657807143 0.0016602644646939422 0.00010954532399773598 0.01403012865110103 0.0010206951766345159 0.00011308732103895057 0.0085083074598822379 -0.002343528186126302 0.0076335338130593304 0.00059255994856357577 0.010983165179315055 0.0076838552038506827 0.0025588994753418556 0.0022848843175563077 0.0030662766593540537 0.014136671882477546 0.0076836158191945746 0.0024894019264889802 0.014035042092048875 0.0089777082009911031 0.014503159244177919 -0.0011296310029657824 0.0033751219588871936 -0.002720799110538792 0.0067496805469185782
leaf_weight=24 113 34 29 24 21 25 28 25 33 53 22 71 24 20 20 29 126 29 21 29 21 1320 23 24 549 33 28 169 20 134
leaf_count=24 113 34 29 24 21 25 28 25 33 53 22 71 24 20 20 29 126 29 21 29 21 1320 23 24 549 33 28 169 20 134
internal_value=0 0.00407744 0.00783764 0.00777331 0.00623161 0.00218938 0.00671458 0.00553293 0.0090871 0.00555298 0.00651706 0.0102604 0.00258044 0.00283243 0.00611735 0.0067291 0.00602414 0.00672499 0.00728275 0.00792665 0.00897852 0.00808867 0.00876805 0.00895707 0.00879238 0.0118095 0.00305126 0.00357621 0.00273005 0.00854058
internal_weight=0 554 2567 2538 431 46 385 257 128 279 206 104 275 73 232 204 175 155 184 163 134 2107 787 764 740 57 251 223 189 683
internal_count=3121 554 2567 2538 431 46 385 257 128 279 206 104 275 73 232 204 175 155 184 163 134 2107 787 764 740 57 251 223 189 683
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=31
num_cat=0
split_feature=1 2 30 0 2 4 14 0 15 131 3 3 2 16 3 48 48 1446 34 52 49 131 13 16 1429 43 1446 1454 12 133
split_gain=0.527482 0.143454 0.0974497 0.0856648 0.0877727 0.0816171 0.0731499 0.0671179 0.0934296 0.0741647 0.0737637 0.0732874 0.0778794 0.0782134 0.0663208 0.0860378 0.227131 0.0640226 0.0634912 0.062454 0.0625807 0.0568485 0.0551634 0.0539929 0.0518634 0.0529138 0.0526812 0.0727907 0.0657637 0.0993524
threshold=0.11846000000000002 0.098630000000000009 0.086430000000000021 -0.13843999999999998 0.15361500000000003 0.42642000000000008 -1.0000000180025095e-35 -0.0058249999999999994 -0.43375999999999998 0.096070000000000016 0.30112000000000005 0.12745000000000004 0.13093500000000002 -0.046599999999999996 -0.12018999999999998 -0.065739999999999979 0.078735000000000013 0.10734500000000001 -1.0000000180025095e-35 -0.077024999999999996 0.055245000000000009 0.10548500000000001 -0.092879999999999976 -0.11118499999999999 -0.091739999999999988 -0.50216499999999986 0.083715000000000026 0.098995000000000014 0.083815000000000014 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 17 14 -1 9 -9 10 11 12 18 -14 -3 -16 -17 22 -2 -18 -21 -11 -5 -10 -8 -26 -27 28 -28 -30
right_child=7 3 -4 4 -6 -7 24 8 23 21 -12 -13 13 -15 15 16 19 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.01291344587225467 0.0010359695681405288 0.008189734444022179 0.0012641324831817588 0.0038624073108491884 0.00041047000170995793 0.0096181897047374933 0.011980189813766629 0.0047797600488993343 0.00074203085852786899 0.010256737159887473 -0.0002191306458267032 0.0077715032155046592 0.0026484652204399415 -0.0045759858436543836 0.0071741381013352007 -0.0081889786622592851 0.0059495999965639345 0.0010489010345190763 0.0070330103217879792 -0.0035403385013341908 0.0042757163156888316 0.0032613422876844804 0.0071938699900783833 -0.0065179541729213225 0.01027908855085743 0.0070401950884388239 0.013641127932726616 0.003099992680363357 0.0099970208972973637 0.0035610250197350979
leaf_weight=24 27 21 26 56 24 21 24 25 20 26 61 37 47 22 27 22 42 20 51 20 21 21 442 21 58 1727 31 20 106 31
leaf_count=24 27 21 26 56 24 21 24 25 20 26 61 37 47 22 27 22 42 20 51 20 21 21 442 21 58 1727 31 20 106 31
internal_value=0 0.00692112 0.00734727 0.00570278 0.00632254 0.00377228 0.00742553 0.00284151 -3.85215e-05 0.00349248 0.00279445 0.00379351 0.00279225 0.000345017 0.0029699 0.00213947 0.000844847 0.00659645 0.00495711 0.00323936 0.000463007 0.00713114 0.00681925 -0.0029765 0.00735958 0.00730337 0.00721325 0.00880293 0.00948185 0.0085407
internal_weight=0 2763 2047 716 542 174 2021 358 66 292 245 184 147 69 153 132 105 518 78 83 41 47 498 41 1997 1973 1915 188 168 137
internal_count=3121 2763 2047 716 542 174 2021 358 66 292 245 184 147 69 153 132 105 518 78 83 41 47 498 41 1997 1973 1915 188 168 137
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 10 48 4 3 3 15 48 48 11 48 160 376 12 159 483 2 1 42 42 2 13 52 16 475
split_gain=0.454922 0.152041 0.110429 0.101528 0.0864421 0.0756388 0.0696844 0.0670635 0.0558541 0.10631 0.0625687 0.169472 0.0618799 0.100904 0.0567984 0.0537588 0.0532485 0.0521878 0.0517697 0.0710563 0.0723653 0.0922963 0.107663 0.0749943 0.117025 0.0934174 0.065566 0.0613621 0.0594567 0.0582948
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.079859999999999987 0.14505500000000002 -0.059649999999999988 -0.15121499999999996 0.092670000000000016 -0.016799999999999995 0.092475000000000016 0.078735000000000013 0.098315000000000013 -0.086869999999999989 0.079055000000000014 0.084145000000000011 0.092550000000000007 0.11109000000000001 -1.0000000180025095e-35 0.08647500000000001 0.081670000000000006 0.083995000000000014 0.083715000000000026 0.087245000000000003 -0.0034749999999999994 -0.081429999999999989 -0.014754999999999999 -0.082449999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 16 7 -2 8 12 -10 15 -12 13 14 -6 -11 -1 18 19 20 -17 26 23 24 -23 -25 28 -24 -22 -30
right_child=3 -3 -4 -5 5 -7 -8 -9 9 10 11 -13 -14 -15 -16 17 -18 -19 -20 -21 21 22 27 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00060151716627712768 -0.0020420805742152226 -0.00050884230471583028 0.0022471642663675503 0.0081988317343140282 0.0070430850467435831 0.010924810608603846 0.0024648985018537041 0.00093300704928961668 -0.00085956337226724083 0.010792492330074311 0.0072095922413556021 -0.0042160641623749618 0.0024847383098676804 0.013369204111397269 0.001794662175788766 0.010081907946268853 0.0061543390483711847 0.002498703304681348 0.0054128492183870523 0.0024476138499772387 0.0091512644730364721 0.0070280112579732034 -0.0017378298651978927 -0.0012891583758755589 0.015248960471362809 0.0058771729724392228 0.011789474813711077 0.0048868245095945902 0.0014826471781513343 0.0070565111204158775
leaf_weight=28 39 33 65 28 1138 38 285 22 22 26 34 21 30 25 21 69 20 37 419 36 107 129 27 20 20 201 42 29 24 86
leaf_count=28 39 33 65 28 1138 38 285 22 22 26 34 21 30 25 21 69 20 37 419 36 107 129 27 20 20 201 42 29 24 86
internal_value=0 0.00623831 0.00631969 0.00242165 0.00641879 0.00649575 0.00192239 0.00643064 0.00647783 0.00603498 0.00614928 0.00284707 0.00696993 0.00708357 0.00694799 0.00629207 0.00221342 0.00619816 0.00631138 0.00678794 0.00699517 0.00668424 0.00577915 0.00639763 0.00813149 0.00522864 0.00817292 0.00169279 0.00747294 0.0058404
internal_weight=0 2769 2736 352 2671 2623 324 2585 2563 1349 1327 55 1214 1184 1159 1272 48 1246 1209 790 754 685 426 370 149 221 259 56 217 110
internal_count=3121 2769 2736 352 2671 2623 324 2585 2563 1349 1327 55 1214 1184 1159 1272 48 1246 1209 790 754 685 426 370 149 221 259 56 217 110
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=31
num_cat=0
split_feature=4 2 3 149 30 39 40 10 16 484 4 52 160 12 3 15 40 13 42 3 156 2 16 3 483 1374 160 13 0 4
split_gain=0.368487 0.123153 0.0894473 0.0822379 0.074486 0.0578093 0.0677639 0.0564444 0.049711 0.0764527 0.0591802 0.0580917 0.0578027 0.0560918 0.0580742 0.152975 0.0627419 0.0757385 0.0513997 0.0511156 0.0856537 0.0962463 0.0738506 0.0699605 0.0710599 0.0635686 0.0687207 0.0662615 0.086954 0.0645494
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 0.088065000000000018 -0.0091949999999999983 -0.08440499999999998 -0.079859999999999987 -0.071854999999999988 -0.011854999999999999 -0.0078799999999999981 -0.53964499999999982 0.10493500000000001 0.11734000000000001 0.10893000000000001 -0.0088349999999999974 0.051255000000000002 0.18141000000000002 0.086555000000000007 -0.091054999999999983 0.087400000000000019 0.085625000000000021 -0.0019699999999999995 -0.088494999999999976 -0.095084999999999989 0.088035000000000016 -0.089974999999999986 -0.085744999999999988 -0.09515499999999999 -0.013125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 -7 -2 9 10 -8 -10 -11 14 16 -16 17 19 -12 20 21 -13 -23 -21 -25 26 -26 28 -28 -30
right_child=3 -3 -4 -5 -6 6 8 -9 11 12 18 13 -14 -15 15 -17 -18 -19 -20 23 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.01026530791603928 -0.0018378726063439481 -0.00045795814543398041 0.0020224478240841283 0.007378948628320359 -1.7773307097906418e-05 0.0021664036865866577 0.013375163693790852 0.0022184086801114561 0.0071833516251793962 0.0061835555564205454 0.0098163831352091335 0.0088230097452954692 0.00075401179114123809 0.0021592998288963972 0.0080770316217759885 -0.003609902233195802 0.00033369655923351 0.0098835436452645812 0.0048565379293585148 0.010675561075497952 -0.0019365131685679608 -0.0015784548502415419 0.0045653093947718541 0.0087580167903621321 0.0067889138406790868 0.010533156311746849 0.0081969197516411352 0.0051543734913424384 -0.0032621118910610676 0.0027571031930781302
leaf_weight=29 39 33 65 28 22 51 23 285 172 999 48 42 20 57 21 24 23 40 37 28 22 25 90 66 204 23 21 497 25 62
leaf_count=29 39 33 65 28 22 51 23 285 172 999 48 42 20 57 21 24 23 40 37 28 22 25 90 66 204 23 21 497 25 62
internal_value=0 0.00561447 0.00568772 0.00217949 0.00577691 0.00582504 0.00577589 0.00173015 0.00584755 0.00634513 0.00887507 0.00545866 0.00607699 0.00522508 0.00536914 0.001844 0.00550496 0.00560883 0.00765739 0.00545409 0.00390715 0.00472601 0.00322971 0.00575312 0.00559964 0.0053491 0.00520171 0.00466652 0.00242151 0.00102744
internal_weight=0 2769 2736 352 2671 2649 2620 324 2569 1127 108 1442 1019 1270 1213 45 1168 1145 85 1105 179 157 115 926 898 832 809 605 108 87
internal_count=3121 2769 2736 352 2671 2649 2620 324 2569 1127 108 1442 1019 1270 1213 45 1168 1145 85 1105 179 157 115 926 898 832 809 605 108 87
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=31
num_cat=0
split_feature=4 2 149 123 49 14 1 10 14 9 12 3 16 2 4 157 157 0 12 49 14 128 128 16 13 133 1427 4 480 1429
split_gain=0.298581 0.119209 0.105227 0.0876109 0.074139 0.0640374 0.0550333 0.0895024 0.0622978 0.07669 0.0543179 0.0494089 0.0495716 0.0699901 0.0672831 0.0787663 0.0765298 0.080687 0.0724742 0.0618945 0.0567334 0.0560731 0.0506465 0.0810806 0.0607859 0.0617312 0.0655156 0.0859994 0.0651169 0.0567371
threshold=0.40124500000000002 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 -0.046979999999999987 -0.24175999999999997 0.12165500000000001 -0.15926999999999997 -0.45687499999999998 -1.0000000180025095e-35 0.15120000000000003 0.30112000000000005 -0.083539999999999989 0.084855000000000014 0.0033150000000000007 -0.061169999999999995 0.0036600000000000005 -0.10474999999999998 -0.093619999999999995 -0.23803499999999997 0.062655000000000016 0.11170500000000001 0.084155000000000021 -0.082404999999999992 0.18141000000000002 0.082925000000000013 0.083935000000000023 -0.015039999999999998 -0.063594999999999985 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 -1 -6 -8 -9 -10 11 12 13 -7 18 -16 17 -17 -14 -20 -15 22 23 -21 25 26 28 -28 -25 -30
right_child=2 -3 -4 -5 6 10 7 8 9 -11 -12 -13 14 20 15 16 -18 -19 19 21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.010390648529088747 -0.003345469722614413 -0.00068474604696449302 0.0083033594970955797 0.0028795683939158582 0.0036268416746944479 0.0072264110362206596 0.0065802715358917012 0.0041149504652891597 -0.0069299437105655674 -9.0905152655278268e-05 0.0004660121786097686 0.0019613971781089075 -0.00071177983190864327 0.0049590122132352078 -0.0017079542516372525 0.0096653900822275332 -0.0018042988120578231 0.0038926572423675764 0.01087377920979634 -0.00031725898958169497 0.0096817970826493741 0.00057753328746184705 0.0078496302526395827 -0.00083761531454713443 0.0088932069732159703 0.0060545436487440393 0.011682354848318061 0.0033910579355010254 0.0048387972968047532 0.0016255367831278515
leaf_weight=24 31 36 23 166 103 283 22 26 20 91 24 45 20 439 26 28 20 179 20 26 27 25 77 23 46 507 29 22 653 60
leaf_count=24 31 36 23 166 103 283 22 26 20 91 24 45 20 439 26 28 20 179 20 26 27 25 77 23 46 507 29 22 653 60
internal_value=0 0.00503265 0.00179024 0.00510698 0.00127897 0.00524903 0.00182614 0.000659644 -0.000291113 -0.00132316 0.00520118 0.00524566 0.00530454 0.00598597 0.00501471 0.00350563 0.00410278 0.00467351 0.00526789 0.00534827 0.00523265 0.00527299 0.00535434 0.00521368 0.005321 0.00519401 0.00463964 0.00810572 0.00439946 0.0045684
internal_weight=0 2805 316 2769 293 2603 262 159 137 111 2579 2555 2510 749 1761 253 227 207 1508 1488 466 1468 1443 1366 1340 1294 787 51 736 713
internal_count=3121 2805 316 2769 293 2603 262 159 137 111 2579 2555 2510 749 1761 253 227 207 1508 1488 466 1468 1443 1366 1340 1294 787 51 736 713
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=31
num_cat=0
split_feature=4 3 52 159 9 123 150 14 15 48 156 0 40 4 13 10 13 0 43 16 0 0 1 1374 156 457 1375 49 0 51
split_gain=0.24581 0.0841236 0.0738562 0.0936818 0.07252 0.0743868 0.0706732 0.0634307 0.0560643 0.0863823 0.0951487 0.100907 0.0828869 0.056794 0.0536175 0.163293 0.0608467 0.090893 0.0529462 0.0660321 0.052533 0.0495371 0.0653303 0.0446172 0.0938523 0.0564648 0.0506778 0.0430795 0.0467676 0.0421128
threshold=0.26450500000000005 0.20828500000000003 0.039215000000000007 0.10600500000000002 -1.0000000180025095e-35 0.083965000000000012 0.12083000000000001 -0.47013499999999991 -0.14147499999999996 0.082620000000000013 0.084085000000000007 0.041630000000000007 0.051255000000000002 -0.37944499999999992 -0.15714499999999998 -1.0000000180025095e-35 0.05868000000000001 -0.036484999999999997 -0.088249999999999981 -0.101115 -0.12333499999999999 -0.084674999999999986 0.11061500000000002 0.086000000000000007 0.087465000000000015 -0.092084999999999986 -0.090674999999999992 0.097940000000000013 -0.17169499999999996 -0.13782999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 7 -2 18 12 11 13 23 -11 20 -16 17 21 -6 -20 -9 22 -17 25 -25 -10 -27 28 -28 -29
right_child=2 -3 3 -5 8 -7 -8 14 9 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.0034728194840929726 0.0048608087499936422 0.001220298948265574 0.005956830133464582 -0.00039918351791460411 0.01025075529832975 0.0045000642258673914 0.0063273065055356086 0.00022773325966254839 -0.00042578030348522594 0.0083774674008600426 0.0091010867338627583 -0.0031545971434011506 -0.00098342363489791764 0.0028582045967605984 -0.0089416383638639338 -0.0026412500734922704 -0.0039202303791950853 0.0061367149464786053 0.010245480774513756 0.0042978486121726407 0.0066257658436717024 -0.0044215682772284545 0.0035298537465721551 0.012862405287367956 0.0032906902860850096 0.0010266843477659154 0.0093335143693436227 0.0051653066781355162 0.0050618399287852304 0.0020867943139650773
leaf_weight=22 30 73 78 33 32 25 23 33 20 20 25 27 24 275 22 29 28 29 24 84 21 22 42 21 20 33 26 82 1801 97
leaf_count=22 30 73 78 33 32 25 23 33 20 20 25 27 24 275 22 29 28 29 24 84 21 22 42 21 20 33 26 82 1801 97
internal_value=0 0.00456929 0.00188547 0.0040672 0.00466127 0.000768076 0.00101747 0.000540414 0.00473135 0.00462105 0.00315824 0.00269684 0.00486003 0.00323239 -3.30902e-05 -0.000896132 0.000283876 0.00124875 0.00667811 0.00561954 0.00271586 -0.000275451 0.00100926 0.00492681 0.00819328 0.00486177 0.00491363 0.00497758 0.00512263 0.00349706
internal_weight=0 2731 390 111 2658 47 279 256 2611 2471 347 322 2124 295 226 172 150 122 140 108 54 93 71 2100 41 2059 2039 2006 1827 179
internal_count=3121 2731 390 111 2658 47 279 256 2611 2471 347 322 2124 295 226 172 150 122 140 108 54 93 71 2100 41 2059 2039 2006 1827 179
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 2 4 2 4 14 15 0 0 3 14 2 13 457 4 1 0 47 43 50 47 16
split_gain=27.5688 3.49212 2.85002 2.31518 1.79107 1.26338 1.18914 0.970863 0.743484 0.676151 0.673628 0.772727 0.442831 0.432455 0.398423 0.386506 0.359203 0.283144 0.276838 0.26014 0.254781 0.298297 0.238403 0.292673 0.271149 0.227365 0.208659 0.200253 0.188169 0.235536
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092845000000000025 0.088105000000000003 0.095330000000000012 -0.16363499999999997 0.40473500000000007 0.11389000000000002 0.42051500000000003 0.14285500000000004 0.057560000000000007 0.076175000000000007 -0.41396999999999995 0.14486500000000005 -0.066089999999999996 -0.12711499999999995 0.062655000000000016 0.088850000000000012 -1.0000000180025095e-35 0.091015000000000013 -0.50262499999999988 0.081315000000000012 -0.050684999999999994 0.090100000000000013 -0.079914999999999986 0.086295000000000011 0.077555000000000013 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 25 13 -6 -7 18 11 -5 15 19 -12 17 20 -8 28 -4 -9 -22 -21 24 -24 26 -3 -13 29 -1
right_child=1 3 6 10 7 8 12 16 -10 -11 14 27 -14 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094401198466836835 0.0010531877882520178 0.00041716231921919031 0.0011071390150852775 0.00063088438392341895 0.0010591349718240451 0.00097747747358645936 0.0011633407961905162 0.00063209188212555163 0.00058730312985699382 0.00068189486557933786 0.00035913423607188903 0.00023369202999455504 0.00085764789604255798 0.001280531386037046 0.00011423795605194548 0.00077050489927429 0.00046333235312326284 0.0010076971267229144 0.0012439138616257598 0.0012313184719979114 0.00091429677604130608 0.00063274769856259201 0.0010658912147590842 0.00085774829857414238 0.00083208221576961815 0.00072444709925523426 0.00057629972989166616 0.00047964491552728066 0.0011470972411489458 0.0011201299857674983
leaf_weight=126 52 45 1037 73 31 57 51 62 28 23 113 35 84 47 33 24 25 378 22 27 39 23 410 31 20 27 107 20 33 38
leaf_count=126 52 45 1037 73 31 57 51 62 28 23 113 35 84 47 33 24 25 378 22 27 39 23 410 31 20 27 107 20 33 38
internal_value=0 0.000567969 0.00103864 0.00052107 0.000891543 0.00065211 0.00106807 0.000743428 0.000848949 0.00100171 0.000394813 0.000498646 0.000988407 0.00109528 0.000303781 0.00101265 0.000677743 0.0010262 0.0010353 0.00108957 0.000720972 0.000809851 0.00105224 0.00104175 0.00105502 0.000558639 0.000529187 0.000323129 0.001012 0.00098482
internal_weight=0 590 2531 538 422 264 2109 180 85 242 274 128 537 1572 146 453 149 429 219 1525 124 62 488 461 430 179 152 55 197 164
internal_count=3121 590 2531 538 422 264 2109 180 85 242 274 128 537 1572 146 453 149 429 219 1525 124 62 488 461 430 179 152 55 197 164
is_linear=0
shrinkage=0.00196078


Tree=6263
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 2 1 2 4 1 52 1 2 47 4 1 0 3 16 475 2 3 52 4 13
split_gain=23.3554 3.71701 2.13634 1.78276 1.3458 1.27616 0.787104 0.747086 0.687271 0.5943 0.56444 0.464702 0.39043 0.42678 0.258136 0.22076 0.258901 0.41073 0.191576 0.179744 0.177872 0.17425 0.160176 0.266181 0.176392 0.155565 0.146026 0.145824 0.139609 0.134088
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.090425000000000019 0.092845000000000025 0.14753000000000002 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.10613000000000002 0.090100000000000013 -0.0070899999999999991 1.0000000180025095e-35 -0.038659999999999993 0.090900000000000009 0.083160000000000026 -0.088274999999999978 0.097845000000000015 0.0022600000000000003 -0.16675999999999999 -0.036839999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 8 12 10 19 14 -5 13 -4 22 -12 20 25 26 -6 21 -17 24 -24 -1 -18 -3 -10 -2 -15
right_child=1 2 7 11 9 -7 -8 -9 27 -11 15 -13 -14 29 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070274129675757522 0.00084939400588764861 0.00027028214471577262 0.00038587658145629306 0.00069349016688238958 0.00086030018680235921 0.00047548125342776378 0.00044527392974427711 0.00045151052985164657 0.00082881221401633 0.00034100579825140223 0.00088824304620165181 0.00041409016568578924 4.7304341690234903e-05 0.00011235837967122695 0.00075821479363283957 0.0007610267393378463 0.0003957297411911628 0.00086233388267311403 0.00047867437553373969 0.00064375175095322411 0.00091099803510750707 0.00064776340800029618 0.00054962773971697866 0.00086953082797574068 0.00084042723439081441 0.00062773971732559746 0.00037902314734007746 0.0010202738826990488 0.00065888233628927492 0.00027075035279753592
leaf_weight=37 50 106 40 37 20 48 24 37 20 23 45 60 87 86 220 623 20 20 34 56 28 57 20 20 1079 25 86 65 21 27
leaf_count=37 50 106 40 37 20 48 24 37 20 23 45 60 87 86 220 623 20 20 34 56 28 57 20 20 1079 25 86 65 21 27
internal_value=0 0.000368731 0.000318687 0.000781167 0.000426523 0.000791915 0.00079851 0.000192164 0.00080223 0.000617164 0.000795528 0.000520665 0.000152182 0.000211818 0.000819777 0.000754738 0.000746966 0.000628535 0.000343013 0.000700738 0.000757839 0.000751533 0.000831493 0.000709579 0.000835862 0.000524624 0.000318989 0.000975224 0.000793045 0.000150204
internal_weight=0 673 602 2448 325 2351 2303 277 2279 99 2194 97 240 153 1376 818 773 65 226 76 708 680 1156 40 1116 45 192 85 71 113
internal_count=3121 673 602 2448 325 2351 2303 277 2279 99 2194 97 240 153 1376 818 773 65 226 76 708 680 1156 40 1116 45 192 85 71 113
is_linear=0
shrinkage=0.00196078


Tree=6264
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 2 1 1 2 4 48 14 159 47 2 1 0 1447 4 1 49 52 4 4 16 16 49
split_gain=18.66 3.06975 1.76105 1.41667 1.10794 1.07225 0.649581 0.597779 0.52253 0.476055 0.383727 0.32083 0.340354 0.287057 0.267629 0.215284 0.198565 0.191355 0.181177 0.292458 0.175298 0.145908 0.24364 0.141715 0.134384 0.133795 0.129929 0.196524 0.250991 0.138166
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089885000000000007 0.13501500000000002 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.091195000000000012 0.14753000000000002 0.42051500000000003 -0.015314999999999997 0.062655000000000016 0.082585000000000006 0.090100000000000013 -0.013254999999999998 0.085110000000000005 -0.070154999999999981 -0.082869999999999985 -0.013514999999999998 0.093100000000000002 -0.053364999999999996 0.40674500000000008 -0.0070899999999999991 -0.46376499999999993 0.0057500000000000008 0.083160000000000026 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 10 13 11 25 -5 14 12 -4 -7 24 20 -3 -12 19 -17 -15 -22 -23 -11 26 -6 -1 29 -29 -28
right_child=1 2 7 9 8 6 -8 -9 -10 23 17 -13 -14 15 -16 18 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00088925927812497335 0.00071699757646441096 0.00028359133372635138 0.00031455466581255563 0.00065480991252703377 0.00077282566285016494 0.00050372633337205654 0.00043639561809672442 0.00040302814358191897 0.00029784897000918709 0.00045280136638498221 0.00049627090386345765 4.0204663103805186e-05 0.00012103429353844088 0.00079000382325627604 0.00088692657589471658 0.00078508539291703358 0.00044616327033997986 0.00068874717702582821 0.0009203376500657738 0.00054579185472074937 0.00068303885624221284 0.00064247159042854008 0.00044047623025436026 0.00026621976212432772 0.00061969480315441207 0.00058599546022128823 0.00068796704788733087 0.00051315547728393422 0.00073721906946190954 0.00076704110305070468
leaf_weight=27 71 192 54 34 20 38 48 37 23 34 22 87 99 41 59 72 34 204 21 27 394 281 25 29 29 56 94 29 57 883
leaf_count=27 71 192 54 34 20 38 48 37 23 34 22 87 99 41 59 72 34 204 21 27 394 281 25 29 29 56 94 29 57 883
internal_value=0 0.000331392 0.000285914 0.000700046 0.000383821 0.000709627 0.00065864 0.00017104 0.000556796 0.000467826 0.000744018 0.000135276 0.000189336 0.000670506 0.000758216 0.000677867 0.000308049 0.000670011 0.000754913 0.000719824 0.00066539 0.000658091 0.000625969 0.000366915 0.00075143 0.000635161 0.000754935 0.000751523 0.000661663 0.000759433
internal_weight=0 673 602 2448 325 2351 947 277 99 97 1404 240 153 899 1178 861 226 226 120 99 741 700 306 63 1119 76 1090 1063 86 977
internal_count=3121 673 602 2448 325 2351 947 277 99 97 1404 240 153 899 1178 861 226 226 120 99 741 700 306 63 1119 76 1090 1063 86 977
is_linear=0
shrinkage=0.00196078


Tree=6265
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 9 4 3 132 3 34 475 15 2 15 41 0 43 13 3 160 49 10 2 47 42 43 1419 0 4
split_gain=0.433809 0.119947 0.0776179 0.0753028 0.089098 0.068722 0.0674521 0.0660249 0.0768975 0.0750759 0.0667379 0.0641405 0.101983 0.0639298 0.0610114 0.0624242 0.0673144 0.0547683 0.0551956 0.0662681 0.0546252 0.0538238 0.0456902 0.0454679 0.0453323 0.0439606 0.0428831 0.072646 0.0692396 0.0681924
threshold=0.11866500000000001 0.051320000000000005 -0.27302499999999996 0.08104500000000002 -0.074359999999999996 0.081890000000000004 0.40124500000000002 0.30112000000000005 0.10613500000000002 0.42240500000000009 -0.038779999999999995 -1.0000000180025095e-35 -0.23141499999999995 0.11510000000000002 0.13592500000000005 0.088520000000000015 -0.14920999999999998 -0.018859999999999998 0.021350000000000004 0.12178000000000001 -0.082179999999999989 -0.026779999999999995 0.069930000000000006 0.092235000000000025 0.10254000000000001 -1.0000000180025095e-35 -0.0019149999999999998 0.083675000000000013 -0.11756999999999999 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 14 10 9 -9 -2 -4 -13 22 15 16 -3 -6 19 20 -19 -21 -12 -22 26 -14 29 28 -28 -18
right_child=7 5 3 -5 17 -7 -8 8 -10 -11 13 12 25 -15 -16 -17 24 18 -20 21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00098163940052947273 -0.0010764553677290679 0.010212177067915811 -0.002494921749457717 0.0099072562378092581 0.010555682945553035 0.011172752400884278 0.0013959595060441645 0.00038678319759520834 0.0047070563571581341 -0.0068422375568479776 0.00714611914114688 -0.0031418271444272252 0.0075599313314471924 0.0023938340374597294 0.0026507999816782436 0.0012323204529188251 0.0021575184148405831 0.0092327659322808571 0.00045016689056699927 0.0067503470717929313 0.0074140679338781899 0.00031149191416114121 0.001690127535839565 0.0042811680179771173 0.0044557883456961822 0.003442136077443138 -0.00029662031680345537 0.010793435343334245 0.0057068403890118934 0.0069012945091930233
leaf_weight=23 33 47 20 29 21 29 28 51 26 20 66 20 35 136 44 23 31 52 22 20 79 37 20 112 115 100 20 27 487 1348
leaf_count=23 33 47 20 29 21 29 28 51 26 20 66 20 35 136 44 23 31 52 22 20 79 37 20 112 115 100 20 27 487 1348
internal_value=0 0.00600189 0.00470916 0.00494844 0.00467083 0.00633698 0.00627235 0.00227486 5.42748e-05 -0.00164956 0.00311955 0.00283472 0.00352242 0.00374328 0.0063361 0.00641338 0.00647081 0.00560761 0.00528491 0.00563946 0.00635928 0.00257074 0.00587728 0.00557697 0.00638411 0.00450971 0.00650003 0.00573918 0.00547002 0.00679465
internal_weight=0 2769 570 547 518 2199 2170 352 97 71 255 175 155 222 2142 2098 2075 343 322 300 243 57 86 191 2028 135 1913 534 507 1379
internal_count=3121 2769 570 547 518 2199 2170 352 97 71 255 175 155 222 2142 2098 2075 343 322 300 243 57 86 191 2028 135 1913 534 507 1379
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=31
num_cat=0
split_feature=1 12 151 10 1375 43 9 4 96 3 132 130 124 15 1 15 41 49 2 2 4 374 3 4 16 52 3 43 13 474
split_gain=0.351385 0.0971571 0.0700831 0.0600534 0.0648347 0.0619202 0.0556648 0.0546362 0.0535503 0.0550106 0.0931468 0.0558567 0.0571325 0.0504674 0.0894715 0.0494193 0.0511277 0.0806426 0.0474398 0.0749222 0.132292 0.0439039 0.0537525 0.0456139 0.0436087 0.147653 0.0630282 0.0620027 0.0535977 0.0529177
threshold=0.11866500000000001 0.051320000000000005 0.10365500000000001 -1.0000000180025095e-35 -0.27302499999999996 -0.085154999999999995 0.081890000000000004 0.40124500000000002 0.087655000000000025 0.30112000000000005 0.10613500000000002 -0.0060099999999999989 0.05852000000000001 -0.40580499999999992 0.13869000000000004 0.13592500000000005 0.085095000000000018 -0.14917999999999998 0.093320000000000014 0.079055000000000014 -0.011209999999999999 0.083845000000000017 -0.11171999999999999 0.42642000000000008 0.19444000000000003 0.029970000000000007 -0.045649999999999989 -0.50216499999999986 0.0049450000000000006 0.023345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 15 9 11 13 -2 -13 -11 -15 16 17 -3 19 20 -6 22 -20 -24 26 29 27 -19 -29 -26
right_child=8 6 -4 4 18 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 24 21 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0027138722746299624 -0.00076660334823593025 0.012148616118938664 -0.0014312701166740486 -0.00073635840322822338 -0.0023758322800226188 0.003808826726298173 0.010055477117541536 0.0012563635162743075 -0.0025123771668101352 0.0022944239737546965 0.005818080226890743 0.0043666760960105258 -0.0010269599289379338 0.00042544044912434537 -0.0084710687352344393 0.0023857200084338812 0.0015274982941004315 0.0097293969209692119 0.00093409951266093083 0.0078682830319290568 0.0077797618357400445 -8.431888917194945e-05 0.0047362885604459075 0.0094166170198308405 0.0044798921567544506 -0.0025564564168095018 0.011156268336850664 0.005999644687485664 0.0042564756416031743 0.0076543850051368489
leaf_weight=22 31 20 21 20 23 43 29 28 24 23 23 183 22 26 20 44 28 41 34 114 29 21 220 23 194 26 23 1494 200 72
leaf_count=22 31 20 21 20 23 43 29 28 24 23 23 183 22 26 20 44 28 41 34 114 29 21 220 23 194 26 23 1494 200 72
internal_value=0 0.0054017 0.00423824 0.00445511 0.00483839 0.00160114 0.00570328 0.00564512 0.00204737 0.00238101 0.000306823 0.00318959 0.00378785 -0.00153026 -0.00344261 0.00570249 0.00577205 0.00582946 0.00507868 0.00643345 0.00328786 0.00432401 0.00465821 0.00517928 0.00576781 0.00463612 0.00595578 0.00588684 0.00579384 0.00533915
internal_weight=0 2769 570 549 484 65 2199 2170 352 328 92 236 205 69 46 2142 2098 2070 464 166 52 298 277 243 2050 292 1758 1735 1694 266
internal_count=3121 2769 570 549 484 65 2199 2170 352 328 92 236 205 69 46 2142 2098 2070 464 166 52 298 277 243 2050 292 1758 1735 1694 266
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=31
num_cat=0
split_feature=4 2 1 457 3 3 3 48 3 2 2 149 10 160 3 0 472 12 4 48 484 484 10 2 16 16 49 42 130 0
split_gain=0.292227 0.0901335 0.0655859 0.0885454 0.0617128 0.107549 0.0712714 0.0629943 0.0606268 0.0583675 0.0621776 0.0545445 0.0506221 0.0505847 0.0485698 0.0884717 0.0512562 0.0482052 0.0445196 0.108475 0.0443157 0.0619138 0.0460791 0.0607965 0.051344 0.0639931 0.0427156 0.0415484 0.0472581 0.060667
threshold=0.27287000000000006 0.17025000000000004 0.089770000000000016 0.079590000000000008 -0.082234999999999989 -0.080634999999999984 -0.083654999999999993 -0.072824999999999987 -0.017889999999999996 0.092235000000000025 -0.0091949999999999983 0.07770500000000001 -0.079859999999999987 -0.021249999999999995 -0.12018999999999998 -0.078704999999999983 -1.0000000180025095e-35 0.087215000000000015 -0.15464999999999998 0.081805000000000017 0.096415000000000015 0.093765000000000015 1.0000000180025095e-35 0.11548000000000001 -0.23935499999999996 -0.5224049999999999 -0.061079999999999988 0.11551500000000002 -0.072444999999999982 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 6 -6 13 -7 -5 10 -9 12 -2 -4 16 -16 -15 -12 -11 -20 21 22 23 24 25 -14 -10 28 -1 -30
right_child=11 -3 3 8 5 7 -8 9 26 18 17 -13 20 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0077155232860672265 -0.0019378486328209057 -0.00032891662029380152 0.00037272895453497766 -0.0029216992706060409 -0.0020679474858167983 0.0096655110850752818 0.0097501537245811842 0.0011638675190997908 0.0049026641841387244 0.0050063231692431456 0.0085039951077792355 0.0060415456998660902 0.0027101394611236175 0.0044466356265873306 -0.0013034426263007135 0.0069401297221581143 0.009340399297011295 0.0048304253137533629 -0.0041524543996072482 0.0032265138925140491 -0.0022086329370116192 0.0076281337160617113 -0.0014616836551188802 0.0011638849645065937 0.00048903622024226939 0.0098069672921189555 -6.2914881855249415e-05 0.0033616339716523351 0.0053080985897328197 -0.00023113893592380922
leaf_weight=81 39 33 20 25 28 21 41 39 41 47 43 28 24 38 23 30 49 211 27 76 24 20 36 134 20 27 30 111 1735 20
leaf_count=81 39 33 20 25 28 21 41 39 41 47 43 28 24 38 23 30 49 211 27 76 24 20 36 134 20 27 30 111 1735 20
internal_value=0 0.00486605 0.00492871 0.00415959 0.00455388 0.00395071 0.00603029 0.00431391 0.00131333 0.00406022 0.00488151 0.00180709 0.00144115 0.00507707 0.00574912 0.00336273 0.00720289 0.00545233 0.00245597 0.00129222 0.00190354 0.00228167 0.00183798 0.00241743 0.00478327 0.00646728 0.00280453 0.00524038 0.00535397 0.00524497
internal_weight=0 2769 2736 789 693 492 201 464 96 443 293 352 324 160 140 53 87 254 150 103 285 261 241 205 71 51 71 1947 1836 1755
internal_count=3121 2769 2736 789 693 492 201 464 96 443 293 352 324 160 140 53 87 254 150 103 285 261 241 205 71 51 71 1947 1836 1755
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 3 39 40 14 16 15 149 47 1416 16 1212 149 13 47 52 1456 42 43 4 3 11 131 2 157 1186
split_gain=0.237153 0.075862 0.0583756 0.055294 0.0766926 0.0581579 0.0548139 0.0549015 0.0458981 0.0669387 0.0945306 0.0665911 0.043906 0.0472127 0.0434852 0.0538508 0.0545805 0.0540828 0.0833931 0.0914389 0.078148 0.0822093 0.0602868 0.0671834 0.100661 0.160706 0.057565 0.0844014 0.0632909 0.0550163
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10600500000000002 0.42240500000000009 -0.0091949999999999983 -0.08440499999999998 -0.47013499999999991 -0.42170999999999997 -0.42198999999999992 0.07770500000000001 0.11227500000000001 1.0000000180025095e-35 -0.083539999999999989 0.14338500000000001 0.079625000000000015 -0.07743499999999999 0.10397500000000001 0.5140450000000002 -0.071109999999999993 -0.077669999999999989 -0.50216499999999986 -0.50052499999999989 -0.11171999999999999 0.083010000000000014 0.089915000000000009 0.084305000000000005 -0.029304999999999998 0.049580000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 8 -1 -8 -2 11 -11 -10 13 14 -9 16 17 -16 19 20 -19 26 -23 -24 25 -25 28 -28 -22 -26
right_child=3 -3 -4 4 -6 -7 7 12 9 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 22 23 24 29 -27 27 -29 -30 -31
leaf_value=0.0092866989240671209 0.0054264179108521118 0.0012180588654663465 -0.0005303856916725636 0.0053596984114474026 -0.00039117528464306488 -0.0038056254894320812 0.0014957750268513338 0.0052481473119896033 0.0014235679335642334 -0.0053139385335859574 0.0014670683482948404 0.007516511709296278 0.0026722703201072767 0.008463187465713418 0.0049286090214571542 0.0091241792289783134 0.0091998176733878532 0.0077009187953080982 0.009831566537137737 -0.002132980214190428 -0.00090556650969159352 -0.002485389946959913 0.0058761947730090469 -0.006033314505043564 0.0029595701348544678 0.0039887211365567058 0.012009028642438352 0.0051099795752708793 0.0046518007426865106 0.0079743672610240301
leaf_weight=24 26 73 23 78 33 23 60 718 123 34 52 21 118 32 613 23 22 48 22 27 23 20 76 32 448 32 25 61 188 23
leaf_count=24 26 73 23 78 33 23 60 718 123 34 52 21 118 32 613 23 22 48 22 27 23 20 76 32 448 32 25 61 188 23
internal_value=0 0.00439835 0.0044857 0.00176222 0.00364998 0.00101117 0.00452948 0.00448575 0.00144393 0.000993736 -0.00121379 0.00231212 0.00455608 0.00464744 0.00459659 0.00431862 0.00425204 0.00418558 0.00374122 0.00360763 0.00376644 0.00356293 0.0029172 0.00309405 0.00269882 -0.0010223 0.00493483 0.00711552 0.00404602 0.00320445
internal_weight=0 2731 2658 390 111 279 2635 2611 256 230 86 144 2551 2433 2401 1683 1660 1638 1025 1003 976 928 631 611 535 64 297 86 211 471
internal_count=3121 2731 2658 390 111 279 2635 2611 256 230 86 144 2551 2433 2401 1683 1660 1638 1025 1003 976 928 631 611 535 64 297 86 211 471
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 0 2 0 14 4 4 3 2 1 52 52 3 0 39 132 1 4 16 40 0
split_gain=13.3196 1.68293 1.4787 0.904541 0.785449 0.687911 0.539627 0.462346 0.595395 0.455183 0.330984 0.342125 0.272183 0.255879 0.255047 0.233023 0.30139 0.193499 0.172863 0.172437 0.172344 0.171956 0.24997 0.165262 0.163836 0.195388 0.150521 0.150548 0.137367 0.135307
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.095330000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.15464999999999998 -0.067094999999999988 0.092235000000000025 -0.23194499999999998 0.076175000000000007 0.061775000000000004 -0.064054999999999987 0.013900000000000001 0.099185000000000009 0.12958500000000003 -0.53964499999999982 1.0000000180025095e-35 -0.14186499999999996 -0.030209999999999997 0.095830000000000012 0.088890000000000011 0.15799000000000005 0.052250000000000012 -0.12029499999999999 -0.077714999999999992 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 12 7 13 28 18 -6 11 -11 -1 26 21 17 -17 -14 -9 -2 -13 -8 -23 -10 25 -7 -4 -28 -3 -21
right_child=1 5 6 -5 9 24 14 8 23 10 -12 20 15 -15 -16 16 -18 -19 -20 29 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00094053287875843548 0.00083617592851320901 0.00036191925509501487 0.00079195187096970027 0.00040948529548599533 0.00075508102738097607 0.00022529392085476394 0.00084485925731061693 0.00077677278143624352 0.00042595619450000411 0.00067371871707646398 0.0003358892950357175 0.0004414969216957148 0.00085775133441476261 0.0009325506631090684 0.0006103249250733817 0.00071094516225525344 0.00046678150183665897 0.00063080736527255932 0.00052490119164919156 0.00069037096242172233 0.00064694097740393051 0.00073797065953918315 0.00057669463431590025 0.00027181320376605663 0.00035411337452471406 -1.0211533848561493e-06 0.0007639737218534913 0.00062130716291727763 0.00020837023309462407 0.00050690212378314903
leaf_weight=22 24 42 1381 74 40 55 49 22 141 62 30 73 52 47 73 77 26 20 20 68 20 374 41 33 23 20 105 39 48 20
leaf_count=22 24 42 1381 74 40 55 49 22 141 62 30 73 52 47 73 77 26 20 20 68 20 374 41 33 23 20 105 39 48 20
internal_value=0 0.000423369 0.000750521 0.000577706 0.00064457 0.000352313 0.000771722 0.000398102 0.000447299 0.000565416 0.000524407 0.000560895 0.000734975 0.000790053 0.000718058 0.000709133 0.000649312 0.000794711 0.000656834 0.000688853 0.000485678 0.000735008 0.000722037 0.000396722 0.00020934 0.000164943 0.000785661 0.000725335 0.000280026 0.000648673
internal_weight=0 590 2531 186 422 404 2109 306 216 225 185 155 197 1572 537 175 103 72 42 112 93 464 415 174 98 75 1525 144 90 88
internal_count=3121 590 2531 186 422 404 2109 306 216 225 185 155 197 1572 537 175 103 72 42 112 93 464 415 174 98 75 1525 144 90 88
is_linear=0
shrinkage=0.00196078


Tree=6270
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 403 14 34 2 31 2 40 13 13 12 2 9 123 159 124 51 15 133 39 402 402 42 1212 1212 43 42
split_gain=0.24156 0.0647637 0.0612436 0.0597832 0.0526296 0.0512043 0.049433 0.0656725 0.0560298 0.0459953 0.0445792 0.0834138 0.044715 0.0443289 0.0874526 0.0425347 0.0400483 0.0432309 0.0385659 0.0372948 0.0362291 0.034999 0.0649868 0.0345267 0.0582174 0.0660208 0.0495652 0.0703531 0.0444351 0.0441398
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.085340000000000013 0.081185000000000021 -0.038779999999999995 0.11510000000000002 -0.081689999999999985 -0.18970999999999996 -0.08440499999999998 -0.0093149999999999986 -0.08971999999999998 -0.42850999999999995 0.31358000000000003 0.081890000000000004 0.12067000000000001 0.10797500000000002 -1.0000000180025095e-35 0.10532000000000001 0.15110000000000004 -1.0000000180025095e-35 0.082735000000000017 0.090595000000000023 0.10913500000000002 0.085730000000000015 0.12349500000000001 -0.040879999999999993 -0.0095349999999999983 0.090835000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 8 9 -2 -8 11 -5 -12 -9 16 20 17 18 -15 -20 23 22 -14 -3 25 28 27 -26 -25 -29
right_child=6 15 -4 4 -6 -7 7 13 -10 -11 12 -13 21 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-0.0011869685593410397 0.0019117462134960552 0.0046234865700914693 -0.0011607846162335661 0.0045698732517107776 0.0080890517091999452 0.0082849523298743118 0.00040837546668784776 0.0056321429251693193 -0.0053253553204558567 0.0055282891233218836 0.0016306475892484394 -0.0035325781544088388 -0.0024879789073020222 0.0047234679015538726 -0.0050948676632960209 0.0085091313781837635 -0.0025838917675649838 0.006404290618374945 -0.00077568760067494452 0.0036683170698010008 0.0011439881129522943 0.0047118882721336672 0.0053881175413897095 0.0037801423465781332 0.0061431214831827678 0.012018656882422943 0.00924142966978252 -0.00123603664922543 0.0089911699481308466 0.0043510446407778475
leaf_weight=23 23 1901 26 27 30 24 23 20 20 74 73 24 20 27 23 30 21 20 69 26 28 313 22 36 64 27 20 31 30 26
leaf_count=23 23 1901 26 27 30 24 23 20 20 74 73 24 20 27 23 30 21 20 69 26 28 313 22 36 64 27 20 31 30 26
internal_value=0 0.0045207 0.00358294 0.00380477 0.00402017 0.0037775 0.00171856 0.00216884 -0.00145435 0.00431429 0.00355165 0.000756955 0.00388467 0.0011586 0.000677578 0.00476957 0.0014921 0.00209488 0.00138842 0.000440566 0.00471771 0.00434817 0.0016376 0.00476458 0.00591078 0.00785295 0.00462978 0.00386752 0.00614879 0.00131246
internal_weight=0 2775 582 556 533 503 346 303 43 97 479 51 428 206 186 2193 163 142 122 95 2163 355 42 2135 234 93 141 121 66 57
internal_count=3121 2775 582 556 533 503 346 303 43 97 479 51 428 206 186 2193 163 142 122 95 2163 355 42 2135 234 93 141 121 66 57
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=31
num_cat=0
split_feature=4 1 121 123 40 52 159 13 3 16 49 0 0 9 12 4 16 13 11 43 0 43 12 2 16 52 4 48 3 1
split_gain=0.204957 0.0627963 0.0678518 0.0597236 0.0554014 0.0506203 0.0591799 0.0503925 0.0483995 0.0444747 0.0794039 0.0635364 0.0671808 0.0506871 0.0641598 0.0428309 0.0768329 0.0409136 0.0400585 0.0953822 0.0607794 0.0817825 0.0946178 0.103159 0.0834997 0.08845 0.0638143 0.0572859 0.055227 0.0942508
threshold=0.26450500000000005 0.14262000000000002 -0.085019999999999984 0.11080500000000001 0.0046150000000000002 0.039215000000000007 0.10600500000000002 0.40528500000000006 -0.13309499999999996 -0.54656499999999986 -0.016249999999999997 -0.10151999999999999 -0.15931499999999996 -0.074254999999999988 -0.064509999999999984 0.50194500000000009 -0.53943499999999989 -0.07692499999999998 1.0000000180025095e-35 -0.20207499999999998 -0.10224499999999999 0.08845500000000002 0.082095000000000015 0.089885000000000007 -0.16075999999999999 0.008405000000000001 0.16173500000000005 -0.065224999999999991 -0.12711499999999995 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 8 -7 18 15 -10 -11 12 -12 -13 17 16 -2 -15 20 -20 21 22 24 -24 -4 27 28 -26 29 -22
right_child=5 -3 3 -5 -6 6 -8 -9 9 10 11 13 -14 14 -16 -17 -18 -19 19 -21 26 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0099496434931643316 0.0049990117584389673 -0.00037986295477997873 0.0079678069241344938 -0.0013408103428082542 -0.00036245701075704012 0.004952711996606806 -9.906697898369396e-05 0.0088508032009248505 0.0041298228632658729 -0.0050730666673431801 -0.00066324470185295304 -0.0055501579563133419 0.0060181358116952813 0.0056750180587793395 -0.0036503737127142294 0.0068653539712117476 -0.0031785833113826809 -0.00031231204979121686 -0.00071136043628766427 0.0064729107712779514 0.0040951112474037991 0.0074897779781167633 0.003025662459433079 -0.0058121134460504568 0.0078312622221267739 -0.0027909948679233163 0.009589638629801233 0.0024262538059838679 0.0042610292266335769 -0.0044253709225449715
leaf_weight=20 27 31 30 20 27 78 33 23 25 30 27 20 34 21 28 22 20 25 21 154 37 32 25 28 23 29 22 133 2056 20
leaf_count=20 27 31 30 20 27 78 33 23 25 30 27 20 34 21 28 22 20 25 21 154 37 32 25 28 23 29 22 133 2056 20
internal_value=0 0.00409528 0.00414666 0.00410336 0.00414429 0.00164461 0.00345083 0.0041905 0.000926007 0.000171031 -0.000363941 0.000547503 0.0030608 -0.00108347 0.000123745 0.00322376 0.00151918 0.00242103 0.00414944 0.0056108 0.00404441 0.0027116 0.00214108 -0.00164335 0.00307398 0.00228039 0.00423169 0.00322315 0.00417591 0.00110547
internal_weight=0 2731 2700 2680 2660 390 111 2633 279 210 185 155 61 94 74 69 47 46 2610 175 2435 300 268 53 215 185 2135 156 2113 57
internal_count=3121 2731 2700 2680 2660 390 111 2633 279 210 185 155 61 94 74 69 47 46 2610 175 2435 300 268 53 215 185 2135 156 2113 57
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=31
num_cat=0
split_feature=4 0 31 34 150 42 12 0 158 150 150 151 157 124 160 51 0 43 150 2 130 16 3 43 11 41 1443 41 41 2
split_gain=0.17278 0.0689837 0.072479 0.06889 0.0650375 0.105848 0.0569483 0.0980319 0.0615534 0.0700306 0.0764524 0.0665591 0.0575481 0.0578062 0.0511744 0.0491304 0.0490011 0.0481611 0.048122 0.0483658 0.0656566 0.0494066 0.0559719 0.0507746 0.0476875 0.0762427 0.0561793 0.0648468 0.0597085 0.0542868
threshold=0.042705000000000007 0.089620000000000019 -0.018414999999999997 -0.082914999999999989 0.11989500000000002 0.088575000000000015 -0.10022999999999999 -0.13843999999999998 1.0000000180025095e-35 0.12155000000000001 0.09487000000000001 -0.081864999999999979 -0.066144999999999995 0.096090000000000023 -0.021249999999999995 -0.22411499999999998 -0.070154999999999981 -0.076124999999999984 0.10874500000000002 0.10060500000000001 -1.0000000180025095e-35 -0.080509999999999984 -0.0037349999999999996 -0.16318499999999997 0.079915000000000014 0.081560000000000007 0.090755000000000016 0.075585000000000013 0.08110500000000001 -0.090999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 15 -6 7 -4 9 10 12 -12 -8 -14 16 -1 -10 -16 19 24 -21 22 -22 -23 26 -26 27 29 -29 -17
right_child=1 -3 6 -5 5 -7 8 -9 14 -11 11 -13 13 -15 17 18 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0063590470966706173 0.0021934080784293741 -0.003414159039543434 -0.00053675761970225729 -0.0058139863446177477 -0.0044818180710232509 0.0051210890677545898 -0.0022935476496058981 0.0078493769971512105 0.0044149639153829414 0.0059548018332053398 0.0012885768875657093 -0.0066731831031141891 0.0024249942183864545 -0.0027438413959158508 0.0028396673729840782 -0.00059724084653512202 -0.0014937828108668328 0.0078460687432316666 0.00739782637589284 -0.0017357192390287917 0.0085035850554986882 -0.0022362949780654162 0.0020773269185472443 0.0029725560931052018 0.0097122981186423991 0.0020906399026335704 -0.0012514891435525246 0.01125908904587445 0.0040535052094365599 0.0039233581645196939
leaf_weight=79 22 22 20 21 24 22 32 46 32 36 21 21 365 23 33 27 25 46 37 30 33 20 23 291 35 21 21 23 23 1647
leaf_count=79 22 22 20 21 24 22 32 46 32 36 21 21 365 23 33 27 25 46 37 30 33 20 23 291 35 21 21 23 23 1647
internal_value=0 0.0021044 0.0022678 -0.00171718 0.00383412 0.000110877 0.00251259 0.00530812 0.00222158 0.00170666 0.00137564 -0.0026923 0.00178243 0.00211859 0.00410708 0.00390826 0.00182341 0.00575479 0.00382148 0.00376117 0.00276225 0.00312993 0.00586423 0.00263758 0.00398185 0.00685418 0.00388946 0.00395223 0.0076563 0.00385045
internal_weight=0 765 743 43 2356 46 700 66 634 498 462 42 420 388 136 2310 57 79 2231 2194 397 367 56 311 1797 56 1741 1720 46 1674
internal_count=3121 765 743 43 2356 46 700 66 634 498 462 42 420 388 136 2310 57 79 2231 2194 397 367 56 311 1797 56 1741 1720 46 1674
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 2 14 4 1 49 1 1429 0 4 39 3 52 50 40 1 1 133 3 47 52 13 15
split_gain=19.1963 3.30412 1.34597 1.29589 1.15312 0.96395 0.616073 0.765617 0.573912 0.371593 0.32249 0.320286 0.267314 0.248704 0.432792 0.2342 0.20498 0.202858 0.201479 0.193546 0.191383 0.189224 0.171588 0.167465 0.139576 0.139551 0.136913 0.135858 0.175889 0.126669
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10467500000000002 0.13501500000000002 0.062655000000000016 -0.062539999999999984 0.09253500000000002 -0.054984999999999992 0.080270000000000022 0.084690000000000015 -0.23091999999999999 0.042705000000000007 0.096625000000000016 0.14121000000000003 0.31359500000000001 0.041865000000000006 -0.077714999999999992 0.13075500000000004 0.12958500000000003 -1.0000000180025095e-35 -0.017889999999999996 0.10350500000000001 -0.56176499999999996 -0.07743499999999999 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 9 21 23 15 13 -9 -5 -2 19 16 -7 -15 18 25 -1 29 -3 24 -8 -4 -12 -14 -17 -29 -6
right_child=1 4 22 11 20 8 7 10 -10 -11 17 -13 26 14 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00090878151554125541 0.00059116971161630419 0.00039162096591929769 0.0004028633322380815 0.00077997114232203129 0.00024903826903554334 0.00061579898284986462 0.00082496608004850504 0.00064147139364238237 0.0005991231723158967 0.0010391916125390742 0.00034612294251554963 0.0005424753358564871 0.00087218392373187995 0.00087412240970741043 0.00058701199726324661 0.00093998027382989407 0.00073099816274541378 0.00026889163231564575 0.00032568046924410767 0.00075118627674891777 0.00035200613790619653 0.00021833220215550824 0.00033203345458852613 0.00058424590082437381 0.00059818787347617141 0.0005174581736439479 0.00074195834329877973 0.00086481172127757461 0.00079880964669129799 8.356878136976194e-05
leaf_weight=894 24 47 22 34 29 21 25 26 48 62 23 61 73 458 23 38 42 33 44 31 23 50 24 20 39 89 54 227 491 46
leaf_count=894 24 47 22 34 29 21 25 26 48 62 23 61 73 458 23 38 42 33 44 31 23 50 24 20 39 89 54 227 491 46
internal_value=0 0.000481584 0.000669849 0.000851961 0.000383935 0.000861094 0.000435653 0.000485405 0.000807196 0.000890542 0.000436727 0.000627474 0.000780949 0.000884177 0.000850002 0.00082005 0.0008621 0.000408561 0.000438106 0.0009035 0.000195535 0.000302297 0.000472484 0.000717979 0.000527743 0.000482273 0.000816812 0.000825724 0.000819677 0.00014755
internal_weight=0 691 236 2430 455 2335 357 260 825 1510 215 95 151 1448 523 777 500 189 156 925 98 97 85 45 61 112 127 756 718 75
internal_count=3121 691 236 2430 455 2335 357 260 825 1510 215 95 151 1448 523 777 500 189 156 925 98 97 85 45 61 112 127 756 718 75
is_linear=0
shrinkage=0.00196078


Tree=6274
num_leaves=31
num_cat=0
split_feature=4 3 9 13 3 44 48 4 0 52 15 1204 48 13 52 13 3 42 15 12 1213 4 13 4 150 393 4 1211 133 43
split_gain=0.186878 0.0644886 0.0548524 0.0628407 0.0499456 0.049691 0.0520689 0.0457604 0.0542922 0.0637039 0.0670935 0.0663142 0.0632546 0.063237 0.0681974 0.0628495 0.0568444 0.0957318 0.0536963 0.0542542 0.0535481 0.0469825 0.0492754 0.0644112 0.0590996 0.0532076 0.046447 0.0850992 0.0760709 0.051038
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 -0.01163 0.63141500000000017 0.081805000000000017 0.14871000000000004 -0.082769999999999982 -0.082484999999999989 0.10744000000000002 0.087685000000000013 -0.084344999999999989 0.092475000000000016 -0.008624999999999999 0.084735000000000019 -0.033284999999999988 -0.085784999999999986 0.085730000000000015 0.084050000000000014 0.086505000000000012 0.063455000000000011 -0.082349999999999993 -0.07743499999999999 -0.081714999999999996 -0.097839999999999996 0.10159000000000001 -0.078809999999999977 0.085535000000000014 -1.0000000180025095e-35 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 8 9 10 11 -4 13 14 15 -10 17 18 -13 -20 -15 -9 23 -23 -24 -26 28 -28 29 -25
right_child=4 -3 5 -5 -6 -7 -8 21 12 -11 -12 16 -14 20 -16 -17 -18 -19 19 -21 -22 22 24 26 25 -27 27 -29 -30 -31
leaf_value=0.0042685156212731576 0.0019173414747992127 0.0010621079919885283 0.0026990332918810766 -0.0030462409491124362 -0.0032132230349816385 0.007725553954227699 -0.00099973611533641835 -0.00034706766063419102 0.00268464838041954 0.01103137419761523 0.0024733511316166685 0.0098645035776176639 -0.00028182655883332092 0.0048306672754207334 0.0053965415707544276 -0.0044007152629395333 0.0036382401522634363 0.014178594753805861 0.0011187427402050659 0.008224819683735925 0.01007587482620563 0.0093911109993664119 -0.0014424448241091646 0.0066930101417443343 0.0034457015379740796 0.0075909134524408733 0.0043996560141552196 0.010334713965654373 -0.0024900172464549543 0.0011723895779472183
leaf_weight=24 370 73 36 23 20 38 20 26 31 23 55 35 30 266 38 21 29 24 22 21 21 26 24 34 958 32 718 25 25 33
leaf_count=24 370 73 36 23 20 38 20 26 31 23 55 35 30 266 38 21 29 24 22 21 21 26 24 34 958 32 718 25 25 33
internal_value=0 0.00399433 0.00407486 0.000688954 0.00165424 0.00413581 0.00408279 0.00412261 0.00484552 0.00602166 0.00550264 0.00650031 0.00413753 0.0044892 0.00217642 -0.000176748 0.00754493 0.00865566 0.0069563 0.00458915 0.00521446 0.00387467 0.00393321 0.00448954 0.00346082 0.00357969 0.00433691 0.00459936 0.0022174 0.0039739
internal_weight=0 2731 2658 47 390 2611 2573 2553 652 245 222 167 407 377 90 52 131 102 78 43 287 1901 1875 861 1014 990 835 743 92 67
internal_count=3121 2731 2658 47 390 2611 2573 2553 652 245 222 167 407 377 90 52 131 102 78 43 287 1901 1875 861 1014 990 835 743 92 67
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 2 2 4 11 160 1 3 11 1 4 16 52 15 10 43 12 150 159 2 3
split_gain=22.7105 3.71355 2.34429 1.59556 1.3076 1.05655 0.778272 0.696674 0.655254 0.537908 0.533569 0.48354 0.423381 0.370774 0.33262 0.281504 0.234016 0.230597 0.339629 0.366346 0.204932 0.238241 0.194573 0.255132 0.193453 0.16505 0.157662 0.171656 0.171354 0.147379
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.092845000000000025 0.11474000000000002 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 -0.067824999999999983 0.087135000000000004 -0.016324999999999996 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.19444000000000003 -0.14765999999999999 -0.41942499999999994 -0.38124499999999995 -0.14792499999999997 0.082480000000000012 0.083250000000000005 0.076905000000000015 0.11474000000000002 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 8 11 13 -5 -6 12 -4 15 -14 -1 -16 18 20 -20 21 -10 -13 -24 -19 -17 27 28 -3 -23
right_child=1 2 7 9 10 -7 -8 -9 17 -11 -12 22 14 -15 16 25 -18 24 19 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098474509513144263 0.00093297170104134075 0.00068754426936943334 0.00054871492633804897 0.00086256117507159933 0.00084077487468604047 0.00064915977144504289 0.00057608751329442289 0.00059025900983303455 0.0010802119085434772 0.00055998774362505093 0.00051793466739322798 0.0003086960261327841 0.00051603205502033229 0.0011212956351166206 0.00038822676011684212 0.00081824536547379868 0.00016682452865529292 0.00084433190304573783 0.00092292618382930033 0.00060957740859913763 0.00084502234886745149 0.00079717387306204755 0.00028203883346206708 2.5627252245524222e-05 0.0010639696910302327 0.00093775147401192337 0.0004388398813012645 0.00045968325826905519 0.00050582289907185533 0.00092234935289765504
leaf_weight=934 76 42 39 37 81 48 22 37 35 58 26 37 23 62 29 51 50 21 26 32 165 39 25 37 58 345 95 56 38 497
leaf_count=934 76 42 39 37 81 48 22 37 35 58 26 37 23 62 29 51 50 21 26 32 165 39 25 37 58 345 95 56 38 497
internal_value=0 0.000524072 0.000473542 0.000926927 0.000583134 0.000937061 0.000943104 0.000339816 0.000946669 0.000677832 0.000762328 0.000301206 0.000374953 0.00097308 0.000308515 0.00096617 0.000248099 0.000904556 0.000894504 0.000750044 0.000905888 0.000923476 0.000196171 0.000129019 0.00100558 0.000922361 0.000500131 0.000542944 0.000601227 0.000913241
internal_weight=0 691 615 2430 338 2335 2287 277 2265 95 107 240 141 1392 102 1330 79 873 794 58 736 571 99 62 79 396 231 136 80 536
internal_count=3121 691 615 2430 338 2335 2287 277 2265 95 107 240 141 1392 102 1330 79 873 794 58 736 571 99 62 79 396 231 136 80 536
is_linear=0
shrinkage=0.00196078


Tree=6276
num_leaves=31
num_cat=0
split_feature=1 124 33 4 2 455 457 4 15 151 0 11 0 3 40 49 3 15 3 1 376 10 2 10 4 2 4 16 12 51
split_gain=0.215318 0.0649526 0.0712315 0.0471587 0.0458052 0.041348 0.0676835 0.0457457 0.0594424 0.0500318 0.0487392 0.0559595 0.050144 0.0901385 0.0617929 0.0614515 0.0990118 0.0452252 0.0452708 0.04067 0.0400785 0.0398114 0.0572468 0.0644944 0.0568893 0.0380921 0.0475346 0.0543064 0.0645754 0.0623799
threshold=0.11866500000000001 -0.076779999999999987 0.082285000000000011 0.27287000000000006 0.15361500000000003 0.093105000000000007 0.29113500000000009 0.36766000000000004 -0.46743999999999997 -0.08323499999999999 -0.14920999999999998 0.096970000000000015 -0.13027499999999997 -0.12711499999999995 -0.075779999999999986 0.006170000000000001 0.048265000000000009 0.13592500000000005 -0.055119999999999995 0.16773500000000005 0.084545000000000009 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.51164000000000009 0.12992500000000004 0.024790000000000003 -0.097644999999999996 0.084290000000000018 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 20 5 6 7 10 -9 -10 -3 12 13 -12 -14 16 -15 25 -19 21 -1 22 23 -2 -23 26 27 28 -16 -29
right_child=19 2 -4 -5 -6 -7 -8 8 9 -11 11 -13 14 15 17 -17 -18 18 -20 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.002112206334389227 0.00092160593776497996 0.0062787397648989152 0.010105633637232875 -0.0015046625353324298 -0.00037582253571599722 0.0089575717621482916 -0.0010072633583584558 0.0061590455505730855 0.0044521920868883964 -0.0013031401414826344 0.0078438293689396237 -0.00060718792003833439 0.0099502389540984532 -0.0069047355536548871 0.011672257403419777 0.0046522244950756428 0.0029265614040195945 -0.0018812536240809343 0.0046099061456819383 -0.002374629317985281 0.0059070275140632143 -0.0045896094727573824 0.0014536560537742797 0.0065313567601454755 0.0025373800618884463 0.0082967884265127828 0.0031705128784907752 0.0046841055939171403 0.0056349855245111493 0.0019060561997706401
leaf_weight=104 32 149 22 26 20 20 23 28 23 44 20 22 21 21 22 20 20 22 21 23 38 21 195 57 24 27 233 1647 91 85
leaf_count=104 32 149 22 26 20 20 23 28 23 44 20 22 21 21 22 20 20 22 21 23 38 21 195 57 24 27 233 1647 91 85
internal_value=0 0.0043165 0.00443959 0.00241081 0.00439125 0.00442851 0.00439283 0.0044422 0.00228964 0.000672571 0.00452666 0.00441176 0.00446084 0.00201794 0.00455206 0.000107808 -0.00210898 0.00449929 0.00128885 0.00169074 0.00312772 0.00197495 0.00241282 0.00451437 -0.000788548 0.00456487 0.00451638 0.00468635 0.00681038 0.00454777
internal_weight=0 2769 2601 168 2579 2559 2539 2516 95 67 2421 2272 2250 81 2169 61 41 2148 43 352 142 329 284 89 45 2105 2078 1845 113 1732
internal_count=3121 2769 2601 168 2579 2559 2539 2516 95 67 2421 2272 2250 81 2169 61 41 2148 43 352 142 329 284 89 45 2105 2078 1845 113 1732
is_linear=0
shrinkage=0.1


Tree=6277
num_leaves=31
num_cat=0
split_feature=1 124 33 124 47 131 10 402 1186 394 393 403 42 151 2 447 402 0 4 49 473 2 43 1 13 48 1 403 0 2
split_gain=0.174408 0.0526116 0.0576975 0.0418949 0.041511 0.0381907 0.0374592 0.0355201 0.0407246 0.0749054 0.0669205 0.0480075 0.0579675 0.042568 0.0547937 0.0430746 0.0407674 0.0944004 0.0549858 0.0444352 0.05915 0.0442577 0.046494 0.0462728 0.0512442 0.042965 0.0404616 0.0505477 0.0767544 0.0977179
threshold=0.11866500000000001 -0.076779999999999987 0.082285000000000011 -0.082654999999999992 0.11227500000000001 0.085335000000000008 -1.0000000180025095e-35 0.08865000000000002 0.081240000000000021 -0.087649999999999992 0.088965000000000002 -0.065924999999999997 -0.015274999999999999 -0.098364999999999994 0.10005000000000001 0.084065000000000015 0.083170000000000008 -0.084269999999999984 -0.52556499999999995 0.12497000000000001 0.047060000000000005 0.13404500000000005 -0.14386499999999997 0.089875000000000024 0.065590000000000009 0.11280000000000003 0.090965000000000004 0.23383500000000004 -0.086409999999999987 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 7 6 -1 8 10 -10 13 12 -12 14 -3 16 18 -18 -15 20 21 22 23 24 -20 -24 27 28 -9 -30
right_child=-2 2 -4 -5 -6 -7 -8 26 9 -11 11 -13 -14 15 -16 -17 17 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00082674652237344447 0.001521666073784383 0.0045790885705556941 0.0090950700835409487 -0.0016984098630928202 0.0016803515707112802 -0.0011268965337270251 0.0046319859914568271 0.0040685170247646363 0.0059295745282724969 -0.0018717458289756906 0.0079333351349591148 0.010905279547330879 0.0015524828321455669 0.0079494286631939543 0.010004246331906568 0.0011322315733643159 0.0049494556115510374 -0.0040649997469569951 0.0089792614174075431 0.0008283480017174347 0.0083909368897178063 -0.00017979443073272707 0.0036974386537125697 0.001754756972608764 0.0044049090463280059 0.0079599042345459264 0.0018575514977176985 0.0031706703439985796 0.014610352204181255 0.0067208054213950489
leaf_weight=37 352 83 22 24 78 21 86 72 20 32 35 21 24 33 24 61 26 21 50 48 29 27 1612 23 48 24 33 62 20 73
leaf_count=37 352 83 22 24 78 21 86 72 20 32 35 21 24 33 24 61 26 21 50 48 29 27 1612 23 48 24 33 62 20 73
internal_value=0 0.00388485 0.00399563 0.00216972 0.00395213 0.00281441 0.00348732 0.00402298 0.00389461 0.00112876 0.00396032 0.00679921 0.00533773 0.00385263 0.00579595 0.00374877 0.003831 0.00092172 0.00390319 0.00383144 0.00391095 0.00383812 0.00389987 0.00579139 0.00673876 0.00375997 0.00512938 0.00560502 0.00651975 0.00841748
internal_weight=0 2769 2601 168 2579 144 123 2501 2241 52 2189 80 59 2109 107 2002 1941 47 1894 1861 1813 1784 1757 121 98 1636 260 227 165 93
internal_count=3121 2769 2601 168 2579 144 123 2501 2241 52 2189 80 59 2109 107 2002 1941 47 1894 1861 1813 1784 1757 121 98 1636 260 227 165 93
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=31
num_cat=0
split_feature=4 3 9 123 52 3 159 44 39 15 4 1447 3 159 0 159 42 0 12 160 479 0 483 475 1176 15 15 0 11 475
split_gain=0.144097 0.0587726 0.0446412 0.0612862 0.0421104 0.0533579 0.0489177 0.041486 0.0431061 0.0543315 0.043216 0.0585553 0.0518612 0.0510792 0.0464116 0.0462557 0.0546635 0.0903716 0.0602308 0.0452218 0.0455673 0.103183 0.0438079 0.0639374 0.0395484 0.0388595 0.0455021 0.0431939 0.0405087 0.0669461
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.039215000000000007 0.42240500000000009 0.10600500000000002 0.081805000000000017 0.10076500000000001 -0.033689999999999991 -0.082249999999999976 -0.085804999999999979 0.11296500000000002 -0.085179999999999992 -0.036484999999999997 -0.041644999999999995 0.085730000000000015 -0.086409999999999987 0.08486500000000001 -0.54913999999999985 0.088785000000000017 -0.082184999999999994 -0.095084999999999989 -0.08100499999999998 0.086345000000000019 0.091295000000000015 0.088990000000000014 -0.076234999999999983 0.094350000000000003 -0.083589999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 10 -10 11 -4 14 -13 19 -15 25 -18 -19 -12 22 -22 23 -21 -24 26 28 -27 29 -17
right_child=4 -3 7 -5 6 -7 -8 -9 9 -11 12 13 -14 15 -16 16 17 18 -20 20 21 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0034823892250036206 0.001217495799301105 0.00071400252907626233 0.00015667381594539621 0.0037809105661626048 0.0044712848945682015 -0.0038107619995413271 -0.00012165013785389338 0.0069251371516944162 0.0032374086367015389 -0.0030071016570383854 0.006910884425712702 0.0088810451028761093 -0.0010294010773157845 -0.000146393118087541 1.1310279354036443e-05 7.5784118416777358e-06 0.010845079952303101 0.0078448907006531954 0.001815336146486319 0.009772572638811889 -0.0050824302900582558 0.0040737883456131389 0.0033783176374339594 0.0039699217641100404 0.0078536036936566241 -0.0021703509602230046 0.0090371953952126209 0.0040645891204476358 0.0075884789126575928 0.0043129408151153549
leaf_weight=21 256 73 32 26 78 23 33 38 38 22 39 26 26 22 38 40 34 30 37 27 20 32 1557 64 20 20 20 25 32 372
leaf_count=21 256 73 32 26 78 23 33 38 38 22 39 26 26 22 38 40 34 30 37 27 20 32 1557 64 20 20 20 25 32 372
internal_value=0 0.00351326 0.00359014 0.000535606 0.0014584 0.00080298 0.00310582 0.00364512 0.00359668 0.000947755 0.00365993 0.00433398 0.0034048 0.00453713 0.00346896 0.00435843 0.0045209 0.00664601 0.00451514 0.00354365 0.0034673 0.000552166 0.00355818 0.00569159 0.00343507 0.00409921 0.00437132 0.0012935 0.00416115 0.00389494
internal_weight=0 2731 2658 47 390 279 111 2611 2573 60 2513 690 1823 658 1797 632 610 101 67 1759 1720 52 1668 91 1577 509 464 45 444 412
internal_count=3121 2731 2658 47 390 279 111 2611 2573 60 2513 690 1823 658 1797 632 610 101 67 1759 1720 52 1668 91 1577 509 464 45 444 412
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 4 2 34 14 0 52 4 0 15 1 4 16 15 0 4 3 43 16 47 0 0 16
split_gain=10.6134 1.79212 1.06739 0.800939 0.668969 0.523014 0.402084 0.343848 0.268036 0.259687 0.294984 0.22995 0.283248 0.229533 0.248424 0.224127 0.222089 0.217768 0.192325 0.160434 0.138233 0.133561 0.162179 0.147279 0.214384 0.14583 0.124964 0.136617 0.124777 0.113548
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.13082500000000002 0.042705000000000007 0.40473500000000007 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 -0.11173999999999999 1.0000000180025095e-35 0.24564500000000003 -0.07929499999999999 -0.098289999999999975 0.077845000000000011 0.27834500000000006 -0.14771999999999999 -0.45963999999999994 0.18019500000000002 -0.49013999999999996 -0.11171999999999999 -0.15582499999999996 0.19444000000000003 0.078345000000000012 -0.12333499999999999 -0.23091999999999999 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 7 9 11 -6 10 -4 12 16 14 19 -14 -1 -5 -12 -9 -20 22 25 24 -24 -17 28 -28 -3 -7
right_child=1 2 6 17 8 29 -8 13 -10 -11 18 -13 15 -15 -16 21 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00058433037224672269 0.00051872352266951369 0.00031569623432372613 3.0491136071274222e-06 0.000478799575522375 0.00046939686853303533 0.00023057932749704426 0.0002995917437599096 0.0005652213613089118 0.0002492447176893406 3.0235388214947278e-06 0.00031956116998152733 0.0006350226350884385 0.00054769767028592397 0.00052897173157642448 0.00024556261395999027 0.00072290645538369261 0.00035501894239038184 0.00027289221365520453 0.00026378542703100723 0.00041235256253395957 6.9704680668331956e-05 0.00034472137415672051 0.00055647779301323699 0.00050457268052403784 0.00030718911429035249 0.00054125215129413433 0.00020085889046070845 0.00042451842888897542 0.00017413136630362776 0.00042282133845805453
leaf_weight=22 76 28 45 28 73 27 37 34 30 99 32 78 1178 110 28 21 62 67 21 118 43 20 21 470 36 89 21 21 165 21
leaf_count=22 76 28 45 28 73 27 37 34 30 99 32 78 1178 110 28 21 62 67 21 118 43 20 21 470 36 89 21 21 165 21
internal_value=0 0.000234667 0.000199564 0.000510066 0.000273513 0.000517246 0.000109329 0.000521497 0.000405275 7.99971e-05 0.000134042 0.000530659 0.000526418 0.000458406 0.000415283 0.000531514 0.000415077 0.000333581 0.000195445 0.000446547 0.000133387 0.000502498 0.000507451 0.000493157 0.000399032 0.000575932 0.000215762 0.000312689 0.000194669 0.000314685
internal_weight=0 691 615 2430 338 2335 277 2287 103 240 141 1997 1919 290 180 1835 84 95 96 152 64 657 637 527 57 110 235 42 193 48
internal_count=3121 691 615 2430 338 2335 277 2287 103 240 141 1997 1919 290 180 1835 84 95 96 152 64 657 637 527 57 110 235 42 193 48
is_linear=0
shrinkage=0.00196078


Tree=6280
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 2 42 1 4 1 0 4 14 160 50 15 39 12 47 14 3 475 52 12 4 0
split_gain=11.9432 1.9892 1.19127 0.984416 0.743127 0.594572 0.401207 0.380682 0.405926 0.349373 0.258012 0.254043 0.205947 0.335765 0.184709 0.173482 0.173192 0.166215 0.162852 0.137898 0.157132 0.130539 0.120724 0.164955 0.122477 0.11801 0.134778 0.114196 0.163259 0.113364
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.14122000000000004 0.14285500000000004 0.42051500000000003 0.11474000000000002 -0.076394999999999977 0.086920000000000011 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.0067750000000000006 0.062655000000000016 -0.067824999999999983 0.086295000000000011 -0.41942499999999994 0.093755000000000019 0.090285000000000018 0.078345000000000012 -0.23083499999999998 0.0022600000000000003 -0.088274999999999978 0.31359500000000001 0.08401500000000002 -0.0019149999999999998 -0.093584999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 11 12 8 -4 -6 -5 16 14 21 29 27 25 -10 19 -9 -21 -14 23 -3 -25 -1 -27 28 -13 -7
right_child=1 2 7 10 9 6 -8 18 17 -11 -12 15 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00059097532737213839 0.00067039342223252361 0.00045762496980993696 0.00040394799614188685 0.00065942977169871221 0.00061083239656734391 0.00079289037929056519 0.00043981445713627004 0.00020983493112090255 0.0003567071797561943 0.00034959380182003543 0.00041317411964422631 0.00046424398874389192 0.00067699612851901338 0.00042718726565156215 0.00048387644256638615 0.00054403041269914919 0.0008175017571810519 0.00016027565600814115 0.00030181424120779741 -3.645738481781354e-05 0.00017601620574233273 0.00059461426401639017 0.00044764322009595005 0.00024787194421912871 0.00035673116125920309 0.00071274305610898102 0.00058712576706104215 0.00068124075851566635 0.00069065169318049567 0.00066765334163429392
leaf_weight=34 76 32 76 21 81 30 41 35 22 26 74 24 116 37 20 49 55 67 22 32 23 204 40 78 81 961 34 328 25 377
leaf_count=34 76 32 76 21 81 30 41 35 22 26 74 24 116 37 20 49 55 67 22 32 23 204 40 78 81 961 34 328 25 377
internal_value=0 0.000371125 0.000334143 0.000663268 0.000412266 0.000671228 0.000628898 0.000238816 0.000298703 0.000547354 0.00046761 0.000694355 0.000638786 0.00060403 0.000667844 0.000653785 0.000710299 0.000208832 0.000150588 0.000113622 5.23952e-05 0.000624478 0.000349692 0.000329179 0.000303329 0.000704569 0.000708451 0.000668051 0.000579758 0.000676885
internal_weight=0 691 615 2430 338 2335 825 277 165 107 95 1510 784 357 427 426 1084 89 112 90 55 320 231 191 159 1029 995 377 49 407
internal_count=3121 691 615 2430 338 2335 825 277 165 107 95 1510 784 357 427 426 1084 89 112 90 55 320 231 191 159 1029 995 377 49 407
is_linear=0
shrinkage=0.00196078


Tree=6281
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 0 15 2 0 2 4 42 52 4 16 160 131 2 3 4 3 43 4 50 43 16
split_gain=11.7977 1.963 1.20966 0.939688 0.722466 0.645599 0.394687 0.386148 0.365348 0.306731 0.286263 0.274586 0.257318 0.233475 0.242627 0.223938 0.211364 0.26604 0.152633 0.15169 0.139759 0.166783 0.135371 0.122136 0.205919 0.237633 0.277869 0.141239 0.138483 0.116449
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.13082500000000002 -0.11173999999999999 -0.098289999999999975 0.10699500000000002 -0.07929499999999999 0.14285500000000004 0.27834500000000006 -0.076394999999999977 1.0000000180025095e-35 0.24564500000000003 -0.14771999999999999 -0.067824999999999983 0.082750000000000004 0.31358000000000003 -0.0025099999999999996 -0.49013999999999996 -0.11171999999999999 -0.15582499999999996 -0.16363499999999997 0.083640000000000006 -0.018859999999999998 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 9 13 10 -1 -6 -11 14 -4 -5 17 18 -9 -16 21 -15 -21 27 25 -25 -27 28 -14 -12
right_child=1 2 8 15 11 -7 -8 16 -10 12 29 -13 23 20 19 -17 -18 -19 -20 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00075038955704626129 0.00066344236066133368 0.00034643959714470205 0.00038817786832156045 0.00064405396608522734 0.00060189989488618699 0.00043923643210695847 0.00080092432551098129 0.00070712502981606375 0.0004147157713274358 0.00069671878418962668 0.00042019654611973501 0.00037843217459923519 0.00052755998191880249 0.00014779336074841957 0.00034648217038526965 0.0004146343907926214 0.00066704958473317417 0.00038114248928861787 0.00055694696296730356 0.00024774438956056614 0.00027882741828102103 -5.9401250122498501e-05 8.5397478119999751e-05 0.00070352185618421058 0.00064973526751108492 0.00059225044979446025 0.0002793143693284661 0.00085040749816778769 0.00070975283713151452 0.00059342603202836182
leaf_weight=22 76 231 39 21 78 48 84 33 37 1177 37 29 20 59 23 74 106 28 123 39 20 20 40 21 465 24 20 21 81 25
leaf_count=22 76 231 39 21 78 48 84 33 37 1177 37 29 20 59 23 74 106 28 123 39 20 20 40 21 465 24 20 21 81 25
internal_value=0 0.000366151 0.000329413 0.00065651 0.000408137 0.000664287 0.00066901 0.000663981 0.000233353 0.000674088 0.000558232 0.000541334 0.000679409 0.000205393 0.000256638 0.000465348 0.000597306 0.000557128 0.000588715 0.000206343 0.000132407 9.5339e-05 0.000165543 0.000648161 0.000635285 0.000531912 0.000450007 0.000704096 0.000673675 0.000490047
internal_weight=0 691 615 2430 338 2335 2287 2203 277 1913 84 107 1829 240 141 95 290 184 156 102 99 79 79 652 530 65 44 122 101 62
internal_count=3121 691 615 2430 338 2335 2287 2203 277 1913 84 107 1829 240 141 95 290 184 156 102 99 79 79 652 530 65 44 122 101 62
is_linear=0
shrinkage=0.00196078


Tree=6282
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 2 1 2 1 2 3 50 4 1 0 12 47 0 12 3 16 12 4 160 2 51
split_gain=23.0579 3.57028 2.29617 1.636 1.29572 1.1249 0.720183 0.794467 0.692762 0.664388 0.519612 0.514912 0.327131 0.557438 0.391787 0.288139 0.258494 0.324535 0.315236 0.209277 0.199767 0.227885 0.171751 0.15151 0.149689 0.139217 0.137486 0.136225 0.135468 0.152583
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.10699500000000002 0.080270000000000022 0.089775000000000008 -0.12711499999999995 0.086295000000000011 -0.013125 0.093100000000000002 0.14486500000000005 0.090285000000000018 0.090100000000000013 -0.23091999999999999 0.09202500000000001 -0.022174999999999997 0.19444000000000003 0.09141500000000001 -0.080364999999999978 -0.067824999999999983 0.087625000000000022 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 7 -4 12 16 -5 -6 24 14 -14 -8 18 19 22 -18 21 -3 -7 -9 28 -26 -16 -25 -1 -30
right_child=1 2 6 10 11 9 15 23 -10 -11 -12 -13 13 -15 26 -17 17 -19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.00089142390882146017 0.00081528651405998547 0.00053349180924458332 0.00048146853893021353 0.00076228159317594214 0.00073720343868210927 0.00091365846672035163 6.1937230618869433e-05 0.00032900148722327587 0.0010466986172506455 0.00053548858758956921 0.00045978050368826934 0.00041806211317208105 0.00057243953081036832 0.00053828107023543839 0.00089223913014828816 0.00031226377518359512 0.0008476633965567884 0.00053541411279226534 0.0006296269086664949 0.00071701354822994957 0.00053189505222484446 0.00034282112761801651 0.00080455285746026484 0.00029429121162084971 0.00084716310224636248 0.00063451549220903242 0.00081549212202457796 0.00010387338650501354 0.0010111992738716631 0.00084046736291239535
leaf_weight=586 76 28 66 34 77 81 90 27 70 48 61 26 23 28 119 22 67 29 31 159 34 173 176 20 29 20 365 52 21 483
leaf_count=586 76 28 66 34 77 81 90 27 70 48 61 26 23 28 119 22 67 29 31 159 34 173 176 20 29 20 365 52 21 483
internal_value=0 0.000414353 0.000364806 0.000820276 0.000473268 0.000830538 0.00023246 0.000314832 0.000855591 0.000756608 0.000568044 0.000656643 0.0008476 0.000807606 0.00082248 0.000111109 0.000776154 0.000730689 0.00081641 0.000755746 0.000392895 0.000369382 0.00083894 0.00020374 0.000866386 0.000760368 0.000834362 0.000156767 0.000871152 0.000847581
internal_weight=0 691 615 2430 338 2335 277 165 1744 591 95 103 1674 535 507 112 543 255 288 226 235 201 257 99 1139 49 484 72 1090 504
internal_count=3121 691 615 2430 338 2335 277 165 1744 591 95 103 1674 535 507 112 543 255 288 226 235 201 257 99 1139 49 484 72 1090 504
is_linear=0
shrinkage=0.00196078


Tree=6283
num_leaves=31
num_cat=0
split_feature=1 3 0 12 402 484 0 16 13 160 4 10 0 402 12 12 3 3 40 13 52 48 15 3 16 43 131 43 12 2
split_gain=0.31109 0.0835669 0.0730441 0.0582484 0.0648 0.0645222 0.0682868 0.0732465 0.0588428 0.0568036 0.055808 0.0557358 0.0507517 0.0482513 0.0641959 0.0575843 0.0427128 0.0481533 0.0672845 0.0539352 0.0470526 0.0425483 0.045828 0.0479703 0.0507496 0.0485457 0.067372 0.0468128 0.0467829 0.0979111
threshold=0.10337500000000001 -0.034684999999999994 0.089620000000000019 -0.12529499999999996 0.09277500000000001 -0.070054999999999992 -0.18901999999999997 -0.50690499999999983 -0.49353499999999995 0.087570000000000023 -0.17966999999999997 -0.086389999999999981 0.22582000000000002 0.086055000000000006 0.10589000000000003 0.11650500000000001 0.31534000000000006 0.084940000000000015 -0.063404999999999989 -0.0065549999999999992 -0.066844999999999988 0.10255000000000002 -0.12255999999999999 0.10299500000000002 0.27776000000000006 0.0051600000000000005 0.023795 -0.093959999999999988 0.092200000000000018 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 9 3 4 8 -5 7 -7 -3 13 -8 -1 21 14 -2 -16 17 18 19 -12 -20 22 27 25 -25 -24 28 -13 29 -27
right_child=1 2 -4 5 -6 6 10 -9 -10 -11 16 12 -14 -15 15 -17 -18 -19 20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=7.4976091273128997e-05 0.0054378925604751426 0.0037318342365324497 -0.0038242728449404241 -0.0035029237690780849 0.00059591770725091924 0.0025792717115601174 0.0066237924165034202 0.0098655772183767771 0.011402742099016906 0.0094189623044803744 0.0032048919916304441 0.011854839082807303 0.00048175332624287833 -0.00059251456987112765 -0.00057506767861057254 0.004726500884571579 -0.0027024578711671685 0.0037769641772762916 0.00067699549433130485 -0.0025800700939726086 -0.005339174400209091 0.0034899949411596066 0.0057067332472734702 0.00010601816123680158 0.0063584426284900731 0.0044257112238380433 0.0096701826495320907 0.0065318616824592227 0.0051301891939030918 -0.0011415981785911653
leaf_weight=20 164 20 20 21 20 37 20 22 20 20 83 20 21 22 42 40 26 69 26 20 26 109 1721 34 21 106 23 95 188 45
leaf_count=20 164 20 20 21 20 37 20 22 20 20 83 20 21 22 42 40 26 69 26 20 26 109 1721 34 21 106 23 95 188 45
internal_value=0 0.00295977 0.00207686 0.00236472 0.0052435 0.00187121 0.00221424 0.0052962 0.00756729 0.00427801 0.00154078 0.00533197 0.00537609 0.00389435 0.00429562 0.00201106 0.00113414 0.00157946 0.000601213 0.0020816 -0.00233109 0.0054196 0.00551295 0.00540836 0.00249331 0.00548532 0.00443272 0.0074576 0.00407737 0.00276658
internal_weight=0 718 430 410 60 350 329 59 40 288 270 2403 2383 268 246 82 250 224 155 103 52 2362 2253 2138 55 2083 362 115 339 151
internal_count=3121 718 430 410 60 350 329 59 40 288 270 2403 2383 268 246 82 250 224 155 103 52 2362 2253 2138 55 2083 362 115 339 151
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=31
num_cat=0
split_feature=1 12 151 456 456 3 15 132 403 16 15 47 4 15 4 0 16 12 3 51 12 3 4 51 3 12 12 13 0 0
split_gain=0.255463 0.0743902 0.0623374 0.0525667 0.0776466 0.0459906 0.062884 0.0564425 0.0523968 0.0446106 0.0603274 0.0535778 0.0437172 0.0454186 0.0658278 0.0468874 0.0497171 0.0435423 0.039998 0.0380071 0.0377659 0.0442043 0.0490012 0.0406659 0.0421124 0.0350117 0.0682584 0.0601847 0.0449105 0.0375334
threshold=0.11910500000000002 0.078300000000000008 0.10365500000000001 0.089295000000000013 0.077935000000000018 0.11658 -0.028889999999999996 0.092395000000000019 0.085340000000000013 -0.14771999999999999 -0.03241999999999999 0.096770000000000009 0.40124500000000002 -0.43375999999999998 0.51303500000000013 -0.0058249999999999994 -0.40995499999999996 0.099815000000000015 0.13524500000000003 0.10876000000000001 -0.088589999999999988 0.149315 -0.04890499999999999 -0.064959999999999976 -0.045649999999999989 0.097575000000000009 0.097145000000000023 -0.008624999999999999 0.12445000000000002 -0.076579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 18 8 9 10 -1 19 20 14 -14 16 -15 25 -7 -11 -2 22 -22 -24 -25 26 28 -27 29 -3
right_child=12 17 -4 -5 -6 6 -8 -9 -10 11 -12 -13 13 15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0045342388397114257 0.0068259213230868979 0.0052133946770884934 -0.0017271150679637989 -0.0010863736271858216 0.0099744226029586242 0.0067373750176990327 -0.0027738010510802271 -0.00092809759967383892 0.0087326963360493011 0.0029406379146173158 0.010669916927475822 0.0084615410083816161 0.0067178669938584793 -0.0015876453137025238 0.00075505513307655718 -0.0048476290190592412 0.0043957415169903211 0.0039047273597680033 0.00063593835485252471 0.0074513510009273894 0.0075826659195379108 -0.0007593748173402513 0.005127136823721231 0.0033958001518233994 -0.0025281924443940323 0.0099212041921698715 -0.00080350326723419127 0.0041650474879561979 0.0087836504535516724 0.0039553839436695477
leaf_weight=59 22 1413 21 21 21 21 24 21 26 283 22 21 24 41 81 23 21 370 22 20 22 34 30 24 24 39 20 34 32 285
leaf_count=59 22 1413 21 21 21 21 24 21 26 283 22 21 24 41 81 23 21 370 22 20 22 34 30 24 24 39 20 34 32 285
internal_value=0 0.00462707 0.00362203 0.00382227 0.00401316 0.00377195 0.00132693 0.00413438 0.00438104 0.00410167 0.00620072 0.00357691 0.00174542 0.000726894 0.00211798 -0.00099151 0.000438986 0.0048938 0.00361571 0.00323837 0.00298594 0.0023555 0.00341455 0.00223893 0.000433804 0.00509455 0.00500504 0.00724025 0.00507219 0.00500224
internal_weight=0 2775 582 561 540 519 67 452 431 405 81 324 346 190 105 85 62 2193 43 303 156 134 100 78 48 1823 1750 73 1730 1698
internal_count=3121 2775 582 561 540 519 67 452 431 405 81 324 346 190 105 85 62 2193 43 303 156 134 100 78 48 1823 1750 73 1730 1698
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 14 1 49 39 0 12 4 15 2 0 50 160 150 15 4 16 4 1
split_gain=16.0414 2.13466 1.66166 1.0825 1.02502 0.700584 0.636258 0.564358 0.568729 0.502366 0.386322 0.344337 0.319353 0.287947 0.241082 0.234643 0.230948 0.311268 0.220569 0.358683 0.250648 0.2182 0.182198 0.181525 0.347796 0.163836 0.152792 0.151121 0.148896 0.142463
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 -0.00059999999999999995 -0.23194499999999998 0.076175000000000007 0.10124500000000002 -0.017229999999999999 0.096625000000000016 -0.088544999999999985 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.14001499999999997 0.041865000000000006 -0.078564999999999982 0.084335000000000007 -0.099734999999999976 -0.50262499999999988 -0.11118499999999999 -0.033174999999999989 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 11 7 12 -3 29 -6 16 -1 21 23 -2 28 -8 -18 20 -20 -13 -4 27 -11 25 -25 -23 -7 -10 -9
right_child=1 5 6 -5 9 22 10 8 15 13 -12 18 -14 -15 -16 -17 17 -19 19 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00097827125679362907 0.00049779021435953762 0.00023592737560852126 0.00061540370255410435 0.00038494136942523148 0.00078514357586965608 0.00020481768627902128 0.00089440534872764043 0.00074230033546046159 0.00055317047272880236 0.00041923850868679896 0.00066748705696241528 0.00087300861762839384 0.00096695109414220973 0.00043078718758526559 0.00073016399722025704 0.00021112860908367853 0.0007607342015559321 0.00052795994134408638 0.00072876710379332827 0.00046567066383907215 0.0006147164643249091 0.00097001049246719017 0.00032494694323224177 0.00061843810155622514 0.0005016307295594275 0.00086109374490235459 0.00080126085946532653 3.3859988681161892e-05 0.00037646496745653168 0.00051106848407025431
leaf_weight=22 21 89 24 75 31 50 47 21 22 21 225 52 46 85 94 29 556 23 76 27 20 21 26 20 45 23 1167 33 110 20
leaf_count=22 21 89 24 75 31 50 47 21 22 21 225 52 46 85 94 29 556 23 76 27 20 21 26 20 45 23 1167 33 110 20
internal_value=0 0.00039708 0.000756106 0.000568208 0.000643791 0.000315794 0.000778579 0.000366017 0.000423333 0.000553367 0.000737171 0.000747067 0.000806591 0.000516331 0.000687731 0.00037083 0.000762218 0.000751488 0.000718001 0.0006598 0.000801261 0.000800504 0.000181715 0.00058304 0.000622128 0.000748231 0.000804244 0.000136847 0.000405916 0.000629504
internal_weight=0 590 2531 190 422 400 2109 291 202 225 851 197 1258 194 115 161 626 579 175 103 72 1212 109 109 88 43 1188 83 132 41
internal_count=3121 590 2531 190 422 400 2109 291 202 225 851 197 1258 194 115 161 626 579 175 103 72 1212 109 109 88 43 1188 83 132 41
is_linear=0
shrinkage=0.00196078


Tree=6286
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 96 48 50 132 12 2 0 50 4 16 16 160 1 43 49 482 16 157 42 16 0 3 14 133 16
split_gain=0.268612 0.11535 0.082864 0.0910073 0.0809422 0.0753128 0.0689343 0.0638482 0.100567 0.0525799 0.0456625 0.103055 0.0514043 0.0455394 0.0634318 0.0465675 0.0601011 0.0564291 0.0452348 0.054956 0.0436961 0.0650906 0.101278 0.0726383 0.0594459 0.0783045 0.117107 0.0603247 0.0582969 0.0502046
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 -0.39840999999999999 0.088850000000000026 -0.089099999999999999 0.041865000000000006 -0.013219999999999997 -0.11019 0.11362000000000001 0.0059850000000000016 -0.23848499999999997 -0.065794999999999979 0.058835000000000005 -1.0000000180025095e-35 0.097500000000000017 0.13756000000000004 -0.052894999999999991 0.10877000000000002 0.11816500000000001 0.19444000000000003 -0.037734999999999998 0.086950000000000013 0.083160000000000026 -0.062764999999999974 -0.13927999999999999 0.091685000000000016 0.087035000000000015 0.31475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 5 4 -4 6 -3 8 -8 -6 12 18 -1 -10 15 16 17 -15 19 -12 21 24 -23 29 25 27 -27 -14 -26 -24
right_child=1 2 3 -5 9 -7 7 -9 13 -11 11 -13 20 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=0.0098316543998763634 0.0057978699945169122 0.0089891695643927964 0.0074600240662584839 -0.0044238426895331475 -0.0040945418621413411 -0.0030209666764130817 -0.0038889443015922669 0.005507622440225156 -0.001351573955374382 0.0016106716157602416 0.0087355089530128209 -0.0033272596867755058 0.0051246750165413564 0.0020676722847717244 0.0053174277386019509 -0.0011712361911804692 0.0081377904012333614 0.0075806827703490858 0.0026702510676794239 0.0030100606956208749 0.0090010017705416043 0.0061966915977083974 -0.0048497900211562717 0.0040270282594561157 0.010847604230770636 0.0068698714973162052 -0.0024254490332113522 0.010394713722846727 0.005300729153532302 0.0013830900861648843
leaf_weight=23 122 20 20 31 20 20 23 87 24 84 38 20 1709 259 101 32 20 20 77 30 28 63 24 44 36 23 33 22 40 28
leaf_count=23 122 20 20 31 20 20 23 87 24 84 38 20 1709 259 101 32 20 20 77 30 28 63 24 44 36 23 33 22 40 28
internal_value=0 0.00294329 0.00248566 0.000422367 0.00163392 0.0030134 0.00321935 0.00301547 0.00256283 0.000513515 0.00500297 0.00340191 0.00513041 0.00288824 0.00312379 0.00245443 0.00284246 0.00246287 0.00433007 0.00620958 0.00507766 0.00502333 0.00308121 0.00103668 0.00518908 0.00507259 0.00139227 0.00519165 0.0079282 -0.00149362
internal_weight=0 883 761 155 124 606 586 566 479 104 2238 165 2073 456 432 331 299 279 145 68 2050 2022 159 96 1863 1787 56 1731 76 52
internal_count=3121 883 761 155 124 606 586 566 479 104 2238 165 2073 456 432 331 299 279 145 68 2050 2022 159 96 1863 1787 56 1731 76 52
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 0 124 1 1 50 4 4 40 1 1 457 4 4 13 0 4 15 151 12 4
split_gain=20.7183 3.23585 1.56477 1.36398 1.1165 1.02244 0.64731 0.705665 0.448406 0.429035 0.375931 0.334536 0.321848 0.302351 0.293282 0.274138 0.218734 0.217604 0.211373 0.206762 0.180549 0.179074 0.172436 0.194991 0.184737 0.163844 0.160834 0.242258 0.149805 0.184892
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.091265000000000013 0.14753000000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.13501500000000002 -0.22491999999999998 -0.080389999999999989 0.086920000000000011 0.122185 0.041865000000000006 -0.15464999999999998 0.0067750000000000006 -0.077714999999999992 0.13534000000000004 0.13075500000000004 0.045365000000000009 0.061775000000000004 -0.013514999999999998 -0.078279999999999975 0.18019500000000002 -0.036839999999999991 -0.41942499999999994 -1.0000000180025095e-35 0.08401500000000002 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 8 6 17 21 12 10 -6 20 -1 25 26 -9 28 -3 -17 -5 -4 -8 24 -24 -12 -2 -7 -28 29 -14
right_child=1 5 11 19 9 14 7 15 -10 -11 22 -13 16 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00087926718386414319 0.00087454082363960794 0.00035024467174468748 0.00041499586087894873 0.00049013158050822275 0.00058106256993578783 0.00021800895972760485 0.00077189526759653335 0.00060539430189950798 0.0010308246508212422 0.00059830018291036824 0.00083272488919553238 0.00076239030046456333 0.00059114450594909441 0.00057491513419104278 0.00035674973733989938 0.00038939626135172994 0.00069459756232600448 0.000163376494128184 0.00018787692361118278 0.00027479190899921258 0.00061612562230769911 0.00054354695844770911 0.00082984372453724327 0.00072907698530827925 0.00063974613506419991 0.0007236811107968243 0.00018017733056237671 -0.00010468227236403847 0.00084630905776144033 0.00084071190100090177
leaf_weight=1029 50 46 37 60 32 29 23 20 62 48 411 28 21 32 23 154 51 50 23 24 32 31 113 213 20 62 22 24 326 25
leaf_count=1029 50 46 37 60 32 29 23 20 62 48 411 28 21 32 23 154 51 50 23 24 32 31 113 213 20 62 22 24 326 25
internal_value=0 0.000437228 0.000825683 0.000627173 0.000835752 0.000339907 0.000389855 0.00044223 0.000867523 0.000778283 0.000789233 0.000581627 0.00086055 0.000743004 0.000163051 0.000387797 0.000815019 0.000252917 0.00036321 0.000428606 0.000508273 0.000640806 0.000798032 0.000764005 0.00082377 0.000791029 0.00010365 3.15549e-05 0.000831528 0.000726779
internal_weight=0 673 2448 228 2351 445 347 251 1514 837 789 97 1452 144 98 197 423 96 177 84 69 54 757 326 431 112 75 46 372 46
internal_count=3121 673 2448 228 2351 445 347 251 1514 837 789 97 1452 144 98 197 423 96 177 84 69 54 757 326 431 112 75 46 372 46
is_linear=0
shrinkage=0.00196078


Tree=6288
num_leaves=31
num_cat=0
split_feature=1 1 4 15 124 151 40 52 16 4 2 393 159 48 48 159 13 1 0 49 1212 1211 51 51 483 484 0 484 51 3
split_gain=0.28865 0.0845677 0.0678773 0.0537672 0.0599955 0.0908386 0.0479139 0.0526677 0.0537394 0.0474233 0.0463127 0.0698323 0.0542901 0.0600684 0.0536448 0.0529407 0.0503177 0.0460249 0.0439316 0.07468 0.042832 0.0929613 0.0422986 0.0469699 0.0447341 0.048437 0.0794877 0.0736715 0.115322 0.118554
threshold=0.10337500000000001 0.13707500000000003 -0.015039999999999998 -0.015039999999999998 -0.027784999999999997 0.050660000000000004 -0.074429999999999982 0.4099850000000001 0.052820000000000013 0.40124500000000002 0.089005000000000015 0.086525000000000005 0.14438000000000004 0.10168500000000001 0.10557500000000002 0.13610000000000003 -0.15078499999999997 0.12000500000000001 0.024095000000000002 -1.0000000180025095e-35 0.11387000000000001 0.11789500000000001 0.11144500000000002 0.095050000000000009 0.11517500000000001 0.091180000000000011 -0.085939999999999989 0.062030000000000009 -0.090529999999999985 -0.087784999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -4 6 -6 8 17 10 15 12 13 -12 -15 16 -1 -8 19 -3 22 -22 23 24 25 27 -27 -18 -29 -30
right_child=1 18 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 20 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.010242405024600096 0.005113425212083785 -0.0030898252255203013 0.00083675182624054804 -0.0010555293351145727 0.0078736199019476781 0.0093097174540162086 0.0024213657305933471 0.0076500338216283137 0.0053032009160637649 0.0004720746772363782 0.0049000347674296322 0.00011284863435183511 0.0097006137144159191 -0.0024780371272936468 0.0035697702876694333 0.00042227298545185479 0.0058833389062085198 -0.0014946192633587777 -0.0034570488468965606 0.0025937117742407222 -0.0011483482683875732 0.0076532295832986985 0.002308031756311303 0.010318936706012624 0.0012884827877354364 0.0044656051927068757 0.012890045389940498 -0.0026601013261824849 0.011683270267676564 0.0028789318779196878
leaf_weight=23 163 29 91 35 20 27 112 20 45 22 921 33 22 20 55 20 1000 41 21 114 28 21 37 22 23 21 24 26 20 65
leaf_count=23 163 29 91 35 20 27 112 20 45 22 921 33 22 20 55 20 1000 41 21 114 28 21 37 22 23 21 24 26 20 65
internal_value=0 0.00280858 0.00339907 0.00268438 0.00305207 0.0038128 0.0031892 0.00275944 0.00226544 0.00509362 0.00513633 0.0046402 0.00478696 0.00467842 0.00195702 0.00552838 0.00560634 0.00137198 0.000813904 0.00144111 0.00552348 0.00262376 0.00563826 0.00574085 0.00565543 0.00574231 0.00895864 0.00561204 0.00316787 0.00495054
internal_weight=0 718 554 391 356 265 238 218 198 2403 2381 1051 1018 996 75 1330 1310 153 164 143 1287 49 1238 1201 1179 1156 45 1111 111 85
internal_count=3121 718 554 391 356 265 238 218 198 2403 2381 1051 1018 996 75 1330 1310 153 164 143 1287 49 1238 1201 1179 1156 45 1111 111 85
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 0 1 12 1 4 3 50 15 39 457 1 3 43 4 0 15 40 160 157
split_gain=30.8728 4.99322 2.35411 2.13679 1.64146 1.63812 0.94656 0.944279 0.802545 0.690204 0.615754 0.457347 0.729614 0.460049 0.442136 0.333569 0.35186 0.333071 0.3233 0.314511 0.298778 0.289787 0.255685 0.273201 0.221994 0.205153 0.214572 0.202481 0.190944 0.177804
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 0.10731 0.092845000000000025 0.13501500000000002 -0.10607499999999999 0.085345000000000018 0.090345000000000023 0.122715 -0.52556499999999995 -0.13927999999999999 0.041865000000000006 -0.097454999999999986 0.096625000000000016 0.080930000000000016 0.13075500000000004 0.149315 -0.078654999999999989 0.033845000000000007 -0.15202999999999997 -0.03241999999999999 -0.077714999999999992 0.085755000000000012 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 7 11 27 -9 -4 20 12 25 15 -2 -13 -17 -7 -14 22 -6 -5 23 -10 29 -1 -27 -3 -20 -15
right_child=1 5 9 21 10 17 -8 8 19 -11 -12 13 18 24 -16 16 -18 -19 28 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010759096443399038 0.00083691556095594232 0.00027224590877761377 0.00078688865200782741 0.00046168254262286856 0.00081815290889949294 -6.628778817899087e-06 0.0011229397249624196 0.0006005933092392223 0.00025989433545422591 0.00044638018294243639 0.00057024924827167416 0.0011756694093745022 0.00083106764178862539 0.00071423903497215969 0.00056599563490183794 0.00069185704793161748 0.00093701806224897753 0.0002630932931847813 0.00039930701566239196 0.00016633903501582715 0.00057212155257516052 0.0002067486717030132 0.00026554307126594435 0.00049125628236580785 0.00073134078949439426 0.00095710929702309995 0.00072334720156131641 9.1988205909729006e-05 0.00066700786435637484 0.00088683792058887815
leaf_weight=23 115 46 37 60 371 75 79 62 26 60 48 22 22 24 29 23 1051 23 20 32 20 24 51 80 42 36 26 50 21 523
leaf_count=23 115 46 37 60 371 75 79 62 26 60 48 22 22 24 29 23 1051 23 20 32 20 24 51 80 42 36 26 50 21 523
internal_value=0 0.000401425 0.000875614 0.000637378 0.000887965 0.000280532 0.000912791 0.000343754 0.000407012 0.000576265 0.000779839 0.000903733 0.000799228 0.000912913 0.000782355 0.000936664 0.000931768 5.66733e-05 0.000639314 0.00034351 0.000805568 0.000388844 0.000379621 0.000434507 0.000868717 0.000917752 0.00085908 0.000178362 0.000536422 0.000879265
internal_weight=0 673 2448 228 2351 445 1912 347 251 97 439 1833 148 1685 144 1096 1074 98 63 189 391 84 157 106 589 85 62 96 41 547
internal_count=3121 673 2448 228 2351 445 1912 347 251 97 439 1833 148 1685 144 1096 1074 98 63 189 391 84 157 106 589 85 62 96 41 547
is_linear=0
shrinkage=0.00196078


Tree=6290
num_leaves=31
num_cat=0
split_feature=1 3 1 402 10 4 48 47 4 0 147 160 157 157 45 48 0 43 39 43 4 16 13 1453 160 12 49 457 1 3
split_gain=0.32686 0.0878505 0.0635233 0.0488886 0.0487868 0.0470531 0.0517876 0.060153 0.0699007 0.0423388 0.0854854 0.0518534 0.0419095 0.0509127 0.0472158 0.0426377 0.148874 0.0646952 0.050514 0.117498 0.0606616 0.0794511 0.069995 0.0815633 0.0632225 0.0841419 0.0602908 0.0699833 0.0656917 0.0619652
threshold=0.10337500000000001 -0.049509999999999992 0.16540500000000002 0.086055000000000006 -0.086389999999999981 -0.17966999999999997 0.13983000000000004 0.085505000000000012 0.41257000000000005 -0.18113999999999997 1.0000000180025095e-35 -0.077459999999999987 -0.48214999999999997 -0.28320499999999993 0.081955000000000014 0.093265000000000015 -0.030209999999999997 -0.085254999999999984 0.10076500000000001 -0.53814999999999991 -0.50052499999999989 0.013515000000000001 -0.016469999999999995 -0.044999999999999991 1.0000000180025095e-35 0.091930000000000012 -0.014169999999999999 0.085230000000000014 0.085345000000000018 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 -1 -3 7 9 -9 10 -7 -11 -6 -14 15 18 17 -17 19 -15 -21 26 23 -23 25 -24 27 29 -29 -22
right_child=1 2 -4 -5 12 6 -8 8 -10 11 -12 -13 13 14 -16 16 -18 -19 -20 20 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00036758669419214131 0.0047332971937120039 0.0054823006558719842 -0.0028825092883780598 -0.00019292173145169563 0.0092446521372982742 0.0094112972309812904 -0.0023520875829630174 0.0076657774085059568 0.00050970827938900108 0.0037655908509623263 0.00078552653840570537 0.00040785649406952971 0.0013207604642957449 0.012583055609391762 0.010057116703440746 0.0077044115618963797 -0.0043329190998338167 0.003348238559703183 0.0014084750001559095 0.008150462956204042 -0.0022615790262352675 -0.001242804320063442 -0.0040879121998191941 0.0054323543400742998 0.0057697465936332173 0.0027589162350632251 0.0057975659354722623 0.011685685073025524 0.0038493928742473539 0.0037084816320872814
leaf_weight=20 239 42 25 22 27 20 26 39 21 60 27 197 32 23 21 52 20 99 31 77 20 20 28 216 29 50 1462 20 23 133
leaf_count=20 239 42 25 22 27 20 26 39 21 60 27 197 32 23 21 52 20 99 31 77 20 20 28 216 29 50 1462 20 23 133
internal_value=0 0.00285437 0.00201844 0.00431806 0.00528596 0.00230206 0.00195957 0.00226755 0.00516115 0.00169644 0.00445607 0.00119176 0.00532724 0.00528234 0.00533689 0.00529385 0.00377454 0.00484838 0.00541571 0.00547483 0.00539616 0.00529017 0.00390478 0.00486666 0.00178324 0.00030108 0.00557677 0.00392983 0.00749418 0.00292808
internal_weight=0 718 457 261 2403 432 390 364 60 304 47 257 2383 2356 2324 2303 171 151 2132 2101 2078 2001 343 236 107 78 1658 196 43 153
internal_count=3121 718 457 261 2403 432 390 364 60 304 47 257 2383 2356 2324 2303 171 151 2132 2101 2078 2001 343 236 107 78 1658 196 43 153
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 4 2 2 2 50 42 4 49 15 52 1 2 14 51 1 1 1 4 16 16 0 4
split_gain=12.3866 2.27924 1.35336 1.03559 0.864115 0.614008 0.477057 0.418906 0.400877 0.351644 0.338349 0.332989 0.293296 0.291146 0.251538 0.226842 0.221346 0.203562 0.180264 0.213611 0.175994 0.161084 0.14475 0.136443 0.128822 0.125628 0.123877 0.123777 0.117536 0.114206
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.089885000000000007 -1.0000000180025095e-35 0.10467500000000002 0.041865000000000006 -0.0060199999999999993 -0.15464999999999998 -0.054984999999999992 -0.081924999999999984 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.46166999999999997 -0.065634999999999985 0.087135000000000004 0.11103500000000001 0.14699000000000004 -0.0070899999999999991 0.11346000000000002 -0.50339499999999993 0.18019500000000002 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 6 7 9 15 22 27 -12 16 -5 -13 -6 24 -11 28 -20 -16 -22 -1 -23 -4 -17 -7 -3 29 -19
right_child=1 2 12 13 8 26 -8 -9 -10 17 11 14 -14 -15 20 25 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063640339357352047 0.0006156893931444585 0.0002900217614118375 0.00015155550146372823 0.00058991282621362047 0.00032945516029619335 0.00028992270612541364 0.00031828717834942057 0.00074429960271828817 0.0002894713295564639 0.00070341989989156756 0.00049623272252541655 0.00047527155669990415 0.00024813443257966464 0.0003325923609394973 0.00038321735306941218 0.00069310917100763906 -0.00013707704458604841 0.00059256032787732707 0.00030818901285396328 0.00054873383825407458 7.1453555992894243e-05 0.00031564027842311459 0.00059178698427695623 0.00019439903141436904 -1.080022992420138e-05 0.00051127858946915545 0.00048983904820287501 0.00012087790156525157 0.0004251523524084512 0.00053712207184476149
leaf_weight=934 76 21 42 22 20 26 22 84 47 43 27 20 30 73 30 21 24 527 22 40 24 61 399 86 34 48 22 80 20 196
leaf_count=934 76 21 42 22 20 26 22 84 47 43 27 20 30 73 30 21 24 527 22 40 24 61 399 86 34 48 22 80 20 196
internal_value=0 0.000295346 0.000255758 0.000592862 0.00030338 0.000601026 0.000605633 0.000608424 0.000435963 0.000603191 0.000251714 0.000290675 7.80947e-05 0.000392182 0.000265562 0.000513323 2.70827e-05 0.000571975 0.000564954 0.000463379 0.000244695 0.000220393 0.000623049 0.00024471 7.89227e-05 0.000566618 0.000381551 0.000156046 0.00057343 0.000577531
internal_weight=0 691 615 2430 485 2335 2287 2265 136 2181 349 248 130 95 221 89 100 848 805 62 201 171 1333 147 76 69 48 101 743 723
internal_count=3121 691 615 2430 485 2335 2287 2265 136 2181 349 248 130 95 221 89 100 848 805 62 201 171 1333 147 76 69 48 101 743 723
is_linear=0
shrinkage=0.00196078


Tree=6292
num_leaves=31
num_cat=0
split_feature=1 1 4 12 133 43 13 4 15 13 151 2 16 150 42 42 52 3 3 0 0 2 131 4 12 12 133 0 15 160
split_gain=0.320994 0.0902606 0.0664898 0.0511644 0.0508533 0.05655 0.053647 0.0467479 0.0454291 0.0523134 0.0572935 0.0442834 0.0557643 0.0609801 0.05106 0.0730126 0.0699251 0.0664897 0.0951528 0.0397097 0.0833121 0.0683431 0.0508641 0.0398296 0.0376492 0.0395004 0.0512838 0.0654533 0.0446583 0.0373567
threshold=0.10337500000000001 0.13707500000000003 -0.015039999999999998 -1.0000000180025095e-35 0.089200000000000015 0.084740000000000024 -0.059629999999999996 0.40124500000000002 -0.015039999999999998 -0.074044999999999986 0.050660000000000004 0.092120000000000021 -0.45661999999999997 0.089910000000000018 0.075730000000000006 0.086375000000000021 -0.56368999999999991 -0.10831999999999999 -0.14186499999999996 -0.10474999999999998 -0.14001499999999997 0.25063000000000007 0.09172000000000001 0.50996500000000011 0.11734000000000001 0.097575000000000009 0.091935000000000003 -0.080434999999999993 0.040760000000000005 -0.013084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 8 -6 11 9 -4 29 -1 -13 14 16 -16 -14 18 -18 20 -3 22 23 -21 25 26 28 -28 -17 -11
right_child=1 19 4 -5 6 -7 -8 -9 -10 10 -12 12 13 -15 15 24 17 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0055486004756632526 0.0018829416998318938 -0.00067375496437307449 0.0013567564026959757 0.006073105639452115 0.0025581235321418894 0.0074519809140058766 -0.0038160641535954633 0.00061062234665521171 -0.00080866766511462635 0.0057543342923963795 0.0092509014718234542 0.0074672719638328999 0.0092370428072172227 -0.00036676490249542095 0.01017078581188495 0.005063180077601882 0.0034578749244766577 0.0040195070101410766 -0.0050566622676948706 0.00079661418360326666 0.0080652068974450247 -0.0048655828610062596 -0.0032042205714705313 0.005956657634981509 0.0020102994862591494 0.0074545214185491211 -0.0021354592687566768 0.0043723947373698188 0.0099480095397060115 0.0024716572400883216
leaf_weight=1580 38 24 101 125 31 28 23 22 32 52 20 64 22 26 30 85 35 299 21 52 20 25 22 21 37 70 20 68 24 104
leaf_count=1580 38 24 101 125 31 28 23 22 32 52 20 64 22 26 30 85 35 299 21 52 20 25 22 21 37 70 20 68 24 104
internal_value=0 0.00278948 0.00339951 0.00509626 0.00269217 0.00314868 -0.000156808 0.00519914 0.00275874 0.00317086 0.00421191 0.00524154 0.00463584 0.00438997 0.00456391 0.00546424 0.00376627 0.00342723 0.000264923 0.000728752 0.0032985 -0.000213489 0.00101075 0.00228101 0.00499978 0.00541406 0.00468902 0.00289334 0.00613874 0.00356588
internal_weight=0 718 554 163 391 337 54 2403 309 277 176 2381 801 737 711 334 377 355 56 164 44 120 95 73 304 267 197 88 109 156
internal_count=3121 718 554 163 391 337 54 2403 309 277 176 2381 801 737 711 334 377 355 56 164 44 120 95 73 304 267 197 88 109 156
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=31
num_cat=0
split_feature=4 3 9 1 13 48 123 49 1 1 2 39 400 0 11 2 12 1427 42 0 1 1213 1212 43 15 394 160 3 1456 160
split_gain=0.266457 0.0900381 0.0697334 0.0574396 0.0517714 0.0467517 0.0481963 0.0505467 0.0454535 0.0458693 0.0450846 0.0621294 0.0624495 0.0554455 0.0479253 0.0486122 0.0502601 0.0393345 0.0378076 0.0793607 0.0531498 0.0390094 0.0975123 0.048049 0.0427181 0.0375795 0.0388335 0.141427 0.0501573 0.0572768
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.15471500000000002 -0.01163 0.12118000000000002 0.084880000000000025 1.0000000180025095e-35 0.11829500000000003 0.13534000000000004 0.092120000000000021 0.098220000000000016 -0.07520499999999998 -0.22491999999999998 0.080705000000000013 -0.090999999999999984 -0.040564999999999997 0.083935000000000023 0.11387000000000001 -0.071719999999999992 0.094090000000000021 0.12428000000000002 0.10654500000000001 -0.0098449999999999979 0.088990000000000014 -0.16013499999999997 -0.04016999999999999 -0.12018999999999998 0.056325000000000007 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -2 -8 -10 14 12 -12 -14 15 -4 -17 -15 21 20 -20 22 25 -23 -25 -18 27 -27 -29 -30
right_child=3 -3 10 -5 -6 -7 8 -9 9 -11 11 -13 13 17 -16 16 18 -19 19 -21 -22 23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0039241178223164757 0.0024508601110001488 0.0010921578534180299 0.00069265280746751362 -0.002255637674492651 -0.0025890499687470175 -0.002137168207205832 -0.0038051591307157653 0.0064872812087598602 0.0047001091530546549 -0.00066449602285551055 -0.00034288465810407488 0.00057544771298899899 0.00015645038802176715 0.0044942115472971517 0.0084929090679476144 0.0088948657285072841 0.00080693386040539257 0.0088773154520562711 -0.0027640337077038434 0.0062211228124215276 0.0037776591797845198 0.010341477528563701 -0.0014219735593845447 0.0017793220718158411 0.0083152318396605557 -0.0035255700794302606 0.0054241653704007612 0.0041949252683241515 0.0093557030555199497 0.0036313640756596779
leaf_weight=26 169 75 27 35 23 25 20 38 28 37 28 47 29 818 38 32 21 21 27 40 23 30 24 20 20 22 962 343 44 29
leaf_count=26 169 75 27 35 23 25 20 38 28 37 28 47 29 818 38 32 21 21 27 40 23 30 24 20 20 22 962 343 44 29
internal_value=0 0.00450975 0.00460489 0.00158878 0.000866917 0.00201324 0.00236858 0.00319185 0.000363688 0.00164641 0.00467414 0.00411948 0.00430539 0.00445533 0.00498145 0.00490126 0.00497068 0.00460392 0.00489244 0.00290114 0.000245145 0.00501073 0.00489905 0.00731622 0.00504728 0.00500581 0.00506879 0.00428826 0.00470149 0.00708165
internal_weight=0 2769 2694 352 49 317 292 207 85 65 2645 943 896 868 1702 1664 1637 839 1605 90 50 1515 1445 70 40 1421 1400 438 416 73
internal_count=3121 2769 2694 352 49 317 292 207 85 65 2645 943 896 868 1702 1664 1637 839 1605 90 50 1515 1445 70 40 1421 1400 438 416 73
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=31
num_cat=0
split_feature=1 123 33 15 1 1213 1456 1185 0 14 16 13 12 41 2 2 133 12 403 403 12 52 3 49 132 481 475 475 42 1429
split_gain=0.216918 0.0657673 0.0604679 0.0478619 0.045921 0.0756552 0.0594704 0.0559189 0.0530142 0.0746425 0.0593969 0.0643147 0.049479 0.0753592 0.0627572 0.0608345 0.0664414 0.0629142 0.0526082 0.0522269 0.110368 0.0492901 0.0482613 0.0438531 0.0407359 0.0403973 0.0401013 0.0394315 0.0930441 0.0629581
threshold=0.11866500000000001 0.08128500000000001 0.083840000000000012 -0.24436499999999997 0.086920000000000011 0.0036000000000000003 -0.082809999999999981 0.085905000000000009 -0.095504999999999993 -0.10708499999999999 -0.083539999999999989 -0.087324999999999986 0.086305000000000007 0.07677500000000001 1.0000000180025095e-35 0.080205000000000012 0.11269500000000002 0.085885000000000017 -0.14772999999999997 -0.085444999999999979 0.083785000000000012 0.0031350000000000002 -0.087044999999999983 -0.031119999999999998 0.079970000000000013 -0.048124999999999994 -0.086424999999999988 -0.085684999999999997 0.083795000000000022 0.057970000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 6 -6 12 9 -8 22 -12 14 25 -1 -16 17 18 -17 20 -20 -11 -10 -13 27 -14 -27 28 -21 -29
right_child=-2 3 -4 -5 5 -7 8 -9 10 21 11 23 13 -15 15 16 -18 -19 19 24 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00017481025021809799 0.0014240248493975246 -0.0024980459862854335 0.0096564502129331247 0.0027387984893216758 0.0081616812016301107 -0.00091016161557589022 0.007943750594166063 0.0073439476656771835 0.0032622243208741703 0.0022229524036667279 -0.0012691333889961244 0.0079300179146230224 0.0060318620599961528 -0.0021904556872323158 0.010236292229155484 0.0096102940202083282 -0.00027515823831376825 0.0090847480880956229 0.0067399751577202393 0.010767981130629779 -0.0026867361997978557 -0.0027883185624060307 0.0085088265580270678 0.0036845911407056816 0.0086137243205060571 1.6815571547744588e-05 0.0039261112756387743 0.0049430370144598317 0.0029305572305539894 0.0012330697634134373
leaf_weight=26 352 20 20 137 29 37 21 63 27 182 25 26 90 20 23 23 23 39 23 33 27 22 50 379 30 27 932 334 28 53
leaf_count=26 352 20 20 137 29 37 21 63 27 182 25 26 90 20 23 23 23 39 23 33 27 22 50 379 30 27 932 334 28 53
internal_value=0 0.00405952 0.004179 0.00207168 0.00413674 0.00350564 0.00372034 0.00441746 0.00354438 0.0022669 0.00411131 0.00365328 0.00431095 0.00389022 0.00499035 0.00518721 0.00499776 0.00520332 0.00492859 0.00472465 0.00164955 0.00168252 0.00666911 0.00395714 0.00504631 0.00400616 0.00381605 0.00480742 0.00717048 0.00443495
internal_weight=0 2769 2612 157 2592 798 761 1794 732 225 507 430 1731 1069 662 636 613 590 551 528 50 204 77 405 478 1049 959 448 61 387
internal_count=3121 2769 2612 157 2592 798 761 1794 732 225 507 430 1731 1069 662 636 613 590 551 528 50 204 77 405 478 1049 959 448 61 387
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 1 4 4 14 160 52 15 1 14 1 2 10 0 14 47 131 3 3 4 16
split_gain=17.4012 3.03767 1.94122 1.37681 1.0528 0.899587 0.649114 0.630807 0.530728 0.469642 0.403922 0.358365 0.355637 0.297049 0.286229 0.208168 0.198747 0.1815 0.178899 0.241743 0.294915 0.178772 0.171728 0.167428 0.222064 0.136669 0.126263 0.125036 0.118865 0.128917
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.14285500000000004 0.09253500000000002 0.42051500000000003 0.40473500000000007 0.062655000000000016 -0.067824999999999983 -0.56176499999999996 -0.41942499999999994 0.087135000000000004 0.062655000000000016 0.088975000000000012 0.097845000000000015 -0.38124499999999995 0.18019500000000002 -0.23083499999999998 0.090100000000000013 0.09031500000000002 1.0000000180025095e-35 -0.0025099999999999996 0.033845000000000007 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 23 6 8 9 13 11 -5 -4 -6 17 -13 -10 -11 -1 19 22 -21 -18 28 -3 -25 -2 -19 -16 -17 -30
right_child=1 2 7 10 12 -7 -8 -9 15 16 -12 14 -14 -15 27 18 21 26 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00074069305728682541 0.00076342652668420731 0.00044372932026173485 0.00033499044819199791 0.00062961452194804275 0.00062742016806795794 0.00043350758709719559 0.00036955839662136984 0.00040803711423225938 0.00080312030110465732 0.0001431986201079745 0.00036290655788531143 0.00032415956021377855 0.00038265344167744657 0.00086791355391811027 0.00014738288611181456 0.00068857844568528807 8.9694628975920242e-05 0.00069955713225899907 0.00082655469079812363 0.00036479972507062275 0.00064220372284573264 -0.00012494256027994422 0.00048889318983271423 0.00026628382801088823 0.00044707078411574324 0.0005845452701441602 0.00055285624283201557 -2.2197609559596315e-05 0.0006783107545145575 0.00057791740828400616
leaf_weight=934 52 34 52 34 74 48 22 37 43 37 61 22 33 59 35 523 25 375 25 23 41 37 20 166 31 24 24 32 107 91
leaf_count=934 52 34 52 34 74 48 22 37 43 37 61 22 33 59 35 523 25 375 25 23 41 37 20 166 31 24 24 32 107 91
internal_value=0 0.000337116 0.000291415 0.00068975 0.000391141 0.000699164 0.00070474 0.000169727 0.000707995 0.000132987 0.00045836 0.000205667 0.000551931 0.000731765 0.000130108 0.000670095 2.94731e-05 0.000725739 0.000663203 0.00065813 0.000542512 -3.83953e-05 0.000668116 0.000316663 0.000294733 0.000706938 0.000690733 6.63892e-05 0.000673088 0.00063217
internal_weight=0 691 615 2430 338 2335 2287 277 2265 240 95 141 107 1392 89 873 99 1333 830 805 64 62 741 231 197 76 399 67 721 198
internal_count=3121 691 615 2430 338 2335 2287 277 2265 240 95 141 107 1392 89 873 99 1333 830 805 64 62 741 231 197 76 399 67 721 198
is_linear=0
shrinkage=0.00196078


Tree=6296
num_leaves=31
num_cat=0
split_feature=4 2 3 1 123 1416 1375 151 48 2 43 13 448 16 0 42 3 3 160 483 3 0 12 14 12 2 15 11 484 484
split_gain=0.236159 0.0885611 0.0628894 0.0508708 0.04424 0.0416502 0.0414733 0.0630709 0.0392658 0.0416278 0.0662607 0.0819993 0.0542993 0.0497868 0.0489016 0.0478185 0.0719269 0.0413928 0.0388473 0.0372304 0.0631819 0.0449403 0.0382046 0.037597 0.0414938 0.060747 0.0474858 0.0722985 0.0639896 0.0798562
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.15471500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.16449999999999998 -0.044604999999999992 0.12118000000000002 0.13501500000000002 -0.05647499999999999 0.086705000000000018 -0.05294999999999999 -0.50339499999999993 -0.081894999999999982 0.086135000000000003 0.11658 -0.0096849999999999974 0.62940000000000007 -0.095084999999999989 -0.082484999999999989 -0.082724999999999979 0.089795000000000014 -0.10708499999999999 0.13597000000000004 0.14019000000000004 1.0000000180025095e-35 0.077290000000000011 0.087235000000000021 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 7 -1 9 10 13 12 -12 -2 -15 16 -14 -11 19 20 21 -8 -22 -21 25 26 28 -28 29 -25
right_child=3 -3 -4 -5 -6 -7 18 -9 -10 17 11 -13 15 14 -16 -17 -18 -19 -20 23 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0051270013763791041 0.0034269242314621806 -0.00096914425181845825 0.0011690762348455163 -0.0021875048022983331 0.002624725500737279 0.0078914352432441198 0.0077804652339016848 -0.0026233211514495669 -0.0019737711586058143 0.0026027914690407547 0.00058977150125429046 -0.001233698464120212 0.011351867131888868 -0.0053199685970321299 0.0013752914645010607 0.00248849972752699 0.0048389256247528233 -0.0020105654839426279 3.1865546479821208e-05 0.0078946121463862561 0.012513922601938249 0.0020126641382064137 0.0063329327921383093 0.0037770539786210209 0.001097449321204271 0.0095003039191436517 0.0046272375470382395 0.008483662863499393 0.0059318677136778013 -0.0012241519197370068
leaf_weight=21 34 33 65 35 146 34 22 21 25 37 20 23 30 20 24 24 39 41 20 30 20 35 20 982 39 23 1039 51 135 33
leaf_count=21 34 33 65 35 146 34 22 21 25 37 20 23 30 20 24 24 39 41 20 30 20 35 20 982 39 23 1039 51 135 33
internal_value=0 0.00418031 0.00424242 0.00143041 0.00431721 0.00441507 0.00436762 0.00125184 0.00182987 0.00215552 0.00287636 0.00420896 0.00531676 0.00055286 -0.00166801 0.00633331 0.00767064 0.000177822 0.00442106 0.0044572 0.00637681 0.00423883 0.00942343 0.00437735 0.00433151 0.00438725 0.00433475 0.00480768 0.0038865 0.00361445
internal_weight=0 2769 2736 352 2671 2525 2491 42 317 292 214 136 113 78 44 93 69 78 2449 2429 97 57 40 2332 2302 2263 2240 1090 1150 1015
internal_count=3121 2769 2736 352 2671 2525 2491 42 317 292 214 136 113 78 44 93 69 78 2449 2429 97 57 40 2332 2302 2263 2240 1090 1150 1015
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=31
num_cat=0
split_feature=1 4 11 105 399 2 40 0 15 2 0 50 160 130 457 456 30 399 43 1443 482 400 133 0 1 13 132 16 2 16
split_gain=0.192685 0.0891248 0.0720707 0.0814495 0.0674949 0.0704631 0.0596604 0.0398223 0.0415851 0.0390857 0.0854319 0.044025 0.0440039 0.0378365 0.0373343 0.0461239 0.0485642 0.0364662 0.04382 0.0362975 0.0383235 0.035959 0.0502474 0.03518 0.0342117 0.0443975 0.036529 0.0336521 0.111054 0.173514
threshold=0.096325000000000008 -0.39518999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13622000000000004 0.051255000000000002 -0.079119999999999982 -0.045854999999999993 0.11362000000000001 0.0059850000000000016 -0.23848499999999997 -0.037174999999999993 0.10631500000000001 0.084840000000000013 0.092050000000000007 0.086430000000000021 0.088190000000000018 -0.53814999999999991 0.084655000000000022 0.11816500000000001 -0.083039999999999989 -0.017654999999999997 -0.23091999999999999 0.097115000000000021 0.23074000000000003 0.081465000000000024 0.0057500000000000008 0.084655000000000022 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 5 6 14 8 -7 11 12 -1 -11 -14 15 16 24 18 -13 20 27 -19 -23 -16 -4 26 -26 -20 29 -29
right_child=1 2 3 -5 -6 7 -8 -9 -10 10 -12 17 13 -15 23 -17 -18 21 19 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0084453335112851594 0.005108778256302079 -0.0040448273792571855 6.4468884374946363e-06 0.0080325905953279944 -0.0033581897655191521 1.6849743050718032e-05 -0.001509031281217604 0.001483669223070256 -0.0054120919179348722 -0.00057104999044289189 -0.0036314311111345886 -0.00020944781601428986 0.0033294454456127189 0.0080901618045754724 0.0036450024038045246 -0.0013593737734481693 0.00013457565489451831 0.0091073745037787233 0.0040653759572748692 0.0064679566413517395 0.0076678937111325845 0.0023817863757722084 0.0076105989187079323 -0.0013798157561962544 0.0039783451577101881 0.008259823424106633 0.00070003189673451221 -0.0086141052283346658 0.003712857834916301 0.0037751176591532738
leaf_weight=23 96 20 24 22 24 43 34 92 21 24 20 25 101 20 22 22 43 26 1530 58 27 40 34 38 322 22 38 20 264 26
leaf_count=23 96 20 24 22 24 43 34 92 21 24 20 25 101 20 22 22 43 26 1530 58 27 40 34 38 322 22 38 20 264 26
internal_value=0 0.00223224 0.00188135 0.00203588 0.00185879 0.00203245 0.00255191 0.000151078 -0.00176452 0.00397669 0.00249541 0.00409459 0.0033405 0.00411634 0.00281193 0.00311121 0.00333026 0.00404578 0.00395027 0.00400429 0.00392776 0.00590824 0.00478421 0.000462618 0.00366872 0.00389881 0.0036323 0.00387288 0.00292279 -0.0016115
internal_weight=0 883 787 767 745 721 565 156 64 2238 165 2073 145 121 531 471 449 2050 1950 1925 1867 100 74 60 406 382 360 1840 310 46
internal_count=3121 883 787 767 745 721 565 156 64 2238 165 2073 145 121 531 471 449 2050 1950 1925 1867 100 74 60 406 382 360 1840 310 46
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 2 42 4 1 2 150 160 39 0 2 481 49 131 2 2 47 3 52 4 0
split_gain=18.4709 3.01664 1.93612 1.53379 1.28725 0.981949 0.611053 0.564763 0.479241 0.385819 0.379136 0.339604 0.308037 0.294209 0.33412 0.222402 0.221805 0.206881 0.19431 0.194116 0.177288 0.152672 0.151794 0.310107 0.151069 0.150212 0.155429 0.14564 0.129053 0.17073
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.13501500000000002 -0.0060199999999999993 0.42051500000000003 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.067824999999999983 0.084780000000000008 -0.067624999999999977 0.088850000000000012 -0.0066299999999999996 0.10463500000000002 0.082750000000000004 0.31358000000000003 -0.0091949999999999983 0.090100000000000013 1.0000000180025095e-35 0.40674500000000008 -0.46376499999999993 -0.076579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 13 9 -6 12 15 -5 -4 19 18 21 -14 -13 -15 27 -21 -7 23 -11 -19 26 -3 28 -1 -30
right_child=1 2 7 11 8 10 -8 -9 -10 22 -12 17 16 14 -16 -17 -18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00093535243296155742 0.00075491892183659917 0.00027091557547791439 0.00035814380530987163 0.00071203196238653333 0.0007011967966550623 0.00072139726411850054 0.00093746328951555609 0.00043262284771980008 0.00041218119446306909 0.00011144081940259688 0.00050132434888974179 0.00028013566230306242 0.00033901481407340911 0.00074434584876565584 0.00051401026439744032 0.00051076013445966559 0.0001121003307344352 0.00036978666908016393 0.00056970736624628376 0.00084152021374318071 0.00073103260956549905 0.00062835745456626469 0.0002311409535982153 -0.00017108514375400311 0.00058702164165237367 0.00047046637031884282 0.00038313422442786234 0.00063202465202081648 0.00079419666267590975 0.00062988943416698298
leaf_weight=24 71 98 52 22 71 275 79 37 32 59 48 23 22 264 31 26 67 20 27 63 491 90 20 20 32 32 92 22 886 25
leaf_count=24 71 98 52 22 71 275 79 37 32 59 48 23 22 264 31 26 67 20 27 63 491 90 20 20 32 32 92 22 886 25
internal_value=0 0.000372664 0.000327581 0.000739446 0.000430239 0.000749415 0.000768616 0.000207132 0.000611406 0.000172369 0.000665785 0.000497817 0.000238245 0.000761339 0.000707527 0.000685975 0.000168192 0.000434981 0.000728142 0.000772807 0.000743597 0.000698456 7.85467e-05 3.99153e-05 0.00050347 0.000346185 0.000325253 0.000789716 0.000793427 0.000789688
internal_weight=0 673 602 2448 325 2351 1912 277 103 240 439 97 141 1833 322 391 89 75 291 1511 554 365 99 79 52 222 190 957 935 911
internal_count=3121 673 602 2448 325 2351 1912 277 103 240 439 97 141 1833 322 391 89 75 291 1511 554 365 99 79 52 222 190 957 935 911
is_linear=0
shrinkage=0.00196078


Tree=6299
num_leaves=31
num_cat=0
split_feature=4 2 3 1 121 12 3 40 457 14 16 149 14 15 12 1416 48 160 14 52 1 124 45 0 4 4 0 150 48 0
split_gain=0.211933 0.0792034 0.0559938 0.0429716 0.0425852 0.0591054 0.0516176 0.0491351 0.0402854 0.0393559 0.0455264 0.0600729 0.0481703 0.0948703 0.0409789 0.0337509 0.0325444 0.0317194 0.0350753 0.0381792 0.0662534 0.0311531 0.0287832 0.0341519 0.0991548 0.101803 0.0675851 0.0421662 0.0461792 0.0875184
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.15471500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0037349999999999996 -0.0067649999999999993 0.26807500000000006 -0.47071999999999997 -0.42170999999999997 0.07770500000000001 -0.45687499999999998 -0.41942499999999994 0.095330000000000012 1.0000000180025095e-35 0.12118000000000002 0.62940000000000007 0.019675000000000002 -0.088204999999999992 0.082535000000000011 -1.0000000180025095e-35 0.084355000000000013 -0.10096999999999999 0.0033150000000000007 0.04735000000000001 -0.15599999999999997 -0.091839999999999991 0.093265000000000015 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 7 21 15 -2 11 14 -12 -14 16 17 -11 18 22 -20 -21 -6 23 24 26 -26 -7 -25 -29 -30
right_child=3 -3 -4 -5 5 8 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 27 25 -27 -28 28 29 -31
leaf_value=0.0086878811987116927 0.0050488283464801501 -0.00090831461076794026 0.0011202662206219079 -0.0019687212059008225 0.0017904741220477532 0.0028758746755556787 0.0055043383562208524 -0.0018023540236754344 0.00042947815132460422 0.0026535730946731445 0.0026348161161877217 0.0068674491990047201 -0.0070668372878571976 0.0013076845808104882 -0.0026113314931059169 0.0074206391515238487 -0.0016687973320949824 0.00023479590658098462 0.0032966046311291089 0.005144570329276895 0.012177036844548725 0.0053963385359384122 0.0072878580952262925 0.0088076352514326588 0.010807310197768469 0.0032146230021172818 -0.0036234104714822028 0.004326866265681662 0.0036760518389543058 -0.0025478364168001074
leaf_weight=20 32 33 65 35 119 32 46 32 28 135 30 24 24 31 21 33 20 20 30 37 21 30 29 20 21 111 32 1865 117 28
leaf_count=20 32 33 65 35 119 32 46 32 28 135 30 24 24 31 21 33 20 20 30 37 21 30 29 20 21 111 32 1865 117 28
internal_value=0 0.00396149 0.00402023 0.00135646 0.0040908 0.00405612 0.00251313 0.00175294 0.00420061 0.00172359 0.00135023 0.00217419 -0.000588487 -0.00234665 0.0015342 0.00424468 0.00209585 0.00420033 0.00423418 0.00619278 0.00769081 0.00251649 0.00415775 0.00411697 0.00285641 0.00442255 -0.000373768 0.00423868 0.00419322 0.0024742
internal_weight=0 2769 2736 352 2671 2651 227 181 2424 317 285 200 85 55 176 2396 155 2363 2343 88 58 149 2255 2226 196 132 64 2030 2010 145
internal_count=3121 2769 2736 352 2671 2651 227 181 2424 317 285 200 85 55 176 2396 155 2363 2343 88 58 149 2255 2226 196 132 64 2030 2010 145
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=31
num_cat=0
split_feature=1 4 133 3 132 3 51 1456 484 2 0 0 482 16 51 157 49 16 0 1 3 16 16 147 456 133 15 42 3 13
split_gain=0.177196 0.0777149 0.0690486 0.0955251 0.0794199 0.0531509 0.0459977 0.0457564 0.052295 0.0381756 0.0701793 0.0599256 0.0437912 0.037179 0.0698046 0.0577694 0.0632943 0.0506948 0.0782397 0.060731 0.0546618 0.0521771 0.0607491 0.0638303 0.0507569 0.0501552 0.0658005 0.039276 0.0391928 0.0375141
threshold=0.096325000000000008 -0.39518999999999993 -0.24227499999999996 0.63141500000000017 -0.013219999999999997 -0.23446499999999998 -0.41109999999999997 -0.033364999999999992 -0.086659999999999973 0.10774000000000002 0.034820000000000011 -0.076899999999999982 0.11816500000000001 0.19444000000000003 -0.22411499999999998 -0.027269999999999996 0.082865000000000008 0.083160000000000026 -0.068604999999999985 0.082005000000000008 -0.084074999999999997 0.0057500000000000008 -0.0007049999999999999 0.089365000000000014 0.086895000000000014 0.085265000000000021 0.079055000000000014 0.080840000000000009 -0.081924999999999984 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 -4 -6 -7 -8 -9 12 11 -11 13 14 -1 27 -17 18 21 20 -20 22 23 29 -19 26 -23 -15 -24 -16
right_child=1 2 3 -5 5 6 7 8 -10 10 -12 -13 -14 15 17 16 -18 24 19 -21 -22 25 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0097211674964498909 0.0047874411131488166 0.0061817420632852352 -0.0043002945149228687 -0.0052440084214322273 0.0068956070546326896 0.0052190112521104219 0.0052824830432655293 -0.0036255325516685848 0.0015721761520275735 -0.00037835873295798117 -0.0019318042897308867 0.0039940185488498243 0.0080785912929568441 0.006945220269399751 0.0042929100817831215 0.0025102889785341823 -0.0033352370279047779 0.0080361056552183899 -0.0045886764678960811 0.0043756948517901561 0.0021840638068335301 -0.0048734900544375364 0.0047195438778726388 -0.001069114251062274 0.0021533382451161746 0.0042102378665419696 0.0030427685051801663 0.0016615875595865266 0.0093016966645206728 0.0030704919431420955
leaf_weight=21 96 34 21 20 21 37 32 20 602 38 30 179 25 34 1152 59 27 55 26 28 22 21 40 25 20 35 21 24 35 321
leaf_count=21 96 34 21 20 21 37 32 20 602 38 30 179 25 34 1152 59 27 55 26 28 22 21 40 25 20 35 21 24 35 321
internal_value=0 0.00210133 0.00177368 0.00157464 0.00176069 0.00193945 0.00178883 0.00159477 0.00140505 0.00377421 0.00260161 0.00322835 0.00391968 0.00386679 0.00398905 0.00231994 0.000675066 0.00392221 0.00381162 0.000674517 -0.0014845 0.00395611 0.00408053 0.00394148 0.00646737 0.00141446 -0.000915361 0.00475889 0.00685788 0.00402652
internal_weight=0 883 787 753 733 712 691 654 622 2238 247 217 1991 1966 1822 144 86 1801 1726 76 48 1650 1573 1498 75 77 42 58 75 1473
internal_count=3121 883 787 753 733 712 691 654 622 2238 247 217 1991 1966 1822 144 86 1801 1726 76 48 1650 1573 1498 75 77 42 58 75 1473
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 1 0 42 47 15 150 47 16 12 4 14 1 49 131 1 11 0 4 39 2
split_gain=20.5513 3.48205 1.90056 1.54422 1.28769 1.10369 0.71892 0.654589 0.535835 0.437002 0.418366 0.490273 0.361197 0.333699 0.333327 0.323574 0.278243 0.361697 0.271009 0.179725 0.178459 0.188635 0.174049 0.17081 0.168869 0.159514 0.157956 0.153736 0.144605 0.166569
threshold=0.10508500000000001 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.17025000000000004 0.086920000000000011 -0.097024999999999986 -0.0060199999999999993 0.13011000000000003 -0.095869999999999983 1.0000000180025095e-35 0.090100000000000013 -0.105305 0.087695000000000009 -0.50690499999999983 -0.46166999999999997 0.11654500000000001 -0.012034999999999999 0.09031500000000002 0.097525000000000014 0.075910000000000019 -0.060129999999999996 0.0082450000000000006 0.084780000000000008 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 16 7 22 10 15 13 18 14 -5 -4 -12 24 20 -18 19 -1 -3 -22 -6 -2 -7 -9 -20 -13 -14 -30
right_child=1 2 9 12 6 8 -8 25 -10 -11 11 27 28 -15 -16 -17 17 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001070695439828377 0.0009547163296800183 0.00053823185621617643 0.00026868541062874797 0.00084066476852179847 0.00060806421197804749 0.00080314254514767707 0.00044834330769292276 0.00093781965386633781 0.00058801830731015773 9.5021543677198609e-05 0.00082768744460361848 0.0008703336549547309 0.00042548374239536349 0.00054590522475978908 0.00055440361025458403 0.00059619247727236546 0.0004361607920043189 0.000755340791716963 0.00087951814717714138 0.00092054554531412604 0.00042693732065143131 0.00030919441282201338 0.00081762030821147503 0.00075140503399512347 0.00091405430849751126 0.0011272612794119116 0.00074741447973200798 0.00070151611498545411 0.00047182793299868414 0.00069993517233752733
leaf_weight=32 47 31 101 22 20 301 40 25 48 49 32 362 23 20 37 26 39 21 585 726 129 88 64 24 64 54 37 22 20 32
leaf_count=32 47 31 101 22 20 301 40 25 48 49 32 362 23 20 37 26 39 21 585 726 129 88 64 24 64 54 37 22 20 32
internal_value=0 0.000475306 0.00042687 0.000862193 0.000495982 0.000872196 0.000664699 0.000892553 0.000783534 0.000251243 0.000885021 0.000833318 0.000619745 0.000314507 0.000681144 0.000807536 0.000428057 0.000547874 0.000901993 0.000926884 0.000399069 0.000379189 0.000767726 0.000885991 0.00082259 0.00106731 0.00087166 0.000860662 0.000554941 0.000612202
internal_weight=0 673 602 2448 432 2351 124 1912 439 170 1833 453 97 121 69 391 308 60 1380 758 248 217 84 71 365 79 622 384 75 52
internal_count=3121 673 602 2448 432 2351 124 1912 439 170 1833 453 97 121 69 391 308 60 1380 758 248 217 84 71 365 79 622 384 75 52
is_linear=0
shrinkage=0.00196078


Tree=6302
num_leaves=31
num_cat=0
split_feature=1 155 148 11 105 4 49 52 13 2 30 482 0 3 4 15 16 160 43 133 52 52 133 52 3 14 13 13 12 4
split_gain=0.200614 0.0679391 0.0612138 0.063787 0.0860418 0.0631653 0.0700401 0.0477491 0.0538184 0.040343 0.0494091 0.0424725 0.037025 0.0367381 0.0563589 0.0598166 0.0349446 0.0733272 0.174127 0.0748842 0.0662381 0.0609051 0.0562284 0.050843 0.0446316 0.0445838 0.0547266 0.0693013 0.059621 0.0405217
threshold=0.10124500000000002 0.11245500000000001 -0.11174999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0086549999999999978 -0.079429999999999987 -0.046924999999999988 -0.074519999999999989 0.13093500000000002 0.087020000000000014 0.090355000000000005 0.18019500000000002 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 0.042200000000000008 -0.080719999999999986 -0.081454999999999986 0.088035000000000016 -0.53964499999999982 -0.14488499999999996 0.061605000000000007 -0.53447999999999996 -0.094874999999999987 0.086645000000000014 0.054800000000000008 0.14871000000000004 0.09364500000000002 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 5 7 -7 -5 -9 10 -8 -11 13 16 -15 -16 21 18 -18 22 -21 -1 -19 -24 -22 26 29 28 -28 -23
right_child=1 -3 3 4 -6 6 9 8 -10 11 -12 -13 -14 14 15 -17 17 19 -20 20 24 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0073031591065902861 -0.0035238241771003232 0.0052845235402470062 -0.0034761435168911706 0.0025573685630005177 0.0085547215216571389 -0.0028601759379463538 0.0028575097569510897 0.0025512246182188393 0.0088587679059034391 -0.00061748658988675532 -0.0010830494971337935 0.004143970811982518 0.00045885517278553125 0.0043564777771480604 0.0030615651942789558 -0.0040879818124019288 -0.0074622802389785652 0.0041619328953557229 0.0045057506713595602 0.0066305075519873455 0.0048780196180034964 0.004668221735288039 0.0043049981445074086 0.01101145136814851 -0.00030876137566740946 0.0084669084846973417 -0.0026818369241321787 0.0047379203585442157 0.0026092330449293453 0.0034389161149636833
leaf_weight=69 20 66 20 122 21 35 274 24 31 101 36 23 28 59 25 22 20 173 31 24 21 1216 20 26 79 25 34 75 57 344
leaf_count=69 20 66 20 122 21 35 274 24 31 101 36 23 28 59 25 22 20 173 31 24 21 1216 20 26 79 25 34 75 57 344
internal_value=0 0.00221615 0.00192971 0.00208848 0.00225533 0.00205055 0.00144309 0.00366017 0.00610639 0.00179012 0.0023999 0.000265687 0.00407348 0.0041171 0.00229845 -0.000285031 0.00420418 0.00335031 -0.000187595 0.00387636 0.00191273 0.00438902 0.00498818 0.0080956 0.000780463 0.00427419 0.00421346 0.00248728 0.00063235 0.00439714
internal_weight=0 773 707 687 667 646 469 177 55 434 310 124 2348 2320 106 47 2214 394 51 343 124 1820 219 46 100 1751 1726 166 91 1560
internal_count=3121 773 707 687 667 646 469 177 55 434 310 124 2348 2320 106 47 2214 394 51 343 124 1820 219 46 100 1751 1726 166 91 1560
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 4 1 14 0 15 0 1 52 4 16 4 12 12 50 2 16 3 50 47 16 14
split_gain=22.2412 3.57664 2.2787 1.81206 1.34656 1.13387 0.736552 0.676737 0.616165 0.614811 0.55414 0.395928 0.469281 0.445415 0.395194 0.391141 0.385092 0.450422 0.306893 0.269416 0.308206 0.219072 0.207413 0.189937 0.183626 0.182832 0.157224 0.144403 0.141397 0.138524
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.42051500000000003 0.14285500000000004 0.40473500000000007 0.092845000000000025 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.16175000000000003 1.0000000180025095e-35 0.24564500000000003 -0.14771999999999999 -0.49013999999999996 0.08401500000000002 0.09320500000000001 0.086295000000000011 0.099185000000000009 -0.039889999999999988 -0.020429999999999997 0.10917 0.090100000000000013 -0.50690499999999983 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 11 8 -4 -6 -5 12 13 -1 26 -9 17 18 -8 21 -21 23 -10 25 -15 -16 -14 29 -18 -3
right_child=1 2 7 10 9 -7 16 15 22 -11 -12 -13 14 24 19 -17 28 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010357954090132431 0.00090141039422422006 0.00057071591470118292 0.00053540023665594549 0.00082082839191125758 0.0008396752024682414 0.00061134081889321315 0.00097388746141699911 0.00027301517236014047 0.00017190352850528408 0.00051785036877231513 0.00051372361232786669 0.0010662022210159393 0.00095985869739171616 0.00061647228584304093 0.0012483245017481785 3.6074579054234075e-06 0.0010271360514512325 0.00053912235980889964 0.00076245843618860589 0.00070256184963403726 0.00088577517202658904 0.00084644911936555291 0.00042221471219889677 0.00090892616997235542 0.00083174261406940568 0.0010120601630678363 0.00088851450369272238 0.0005966007405910276 0.00087087438320456736 0.00043162195791210736
leaf_weight=20 76 33 76 37 74 48 34 121 35 33 58 78 1044 39 20 25 31 28 118 38 497 36 20 32 25 34 134 32 79 166
leaf_count=20 76 33 76 37 74 48 34 121 35 33 58 78 1044 39 20 25 31 28 118 38 497 36 20 32 25 34 134 32 79 166
internal_value=0 0.00050012 0.000450529 0.00089879 0.000558577 0.00090959 0.00091585 0.000318687 0.000421003 0.000740421 0.000633333 0.000929259 0.000923693 0.00078038 0.000930254 0.000226884 0.00082351 0.000767654 0.000809752 0.000891723 0.000872762 0.000974872 0.000262926 0.00102863 0.000700562 0.00109957 0.000951743 0.000474347 0.000914912 0.000454688
internal_weight=0 691 615 2430 338 2335 2287 277 131 107 95 1997 1919 84 1835 146 290 180 152 657 535 122 55 86 64 54 1178 231 110 199
internal_count=3121 691 615 2430 338 2335 2287 277 131 107 95 1997 1919 84 1835 146 290 180 152 657 535 122 55 86 64 54 1178 231 110 199
is_linear=0
shrinkage=0.00196078


Tree=6304
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 1 43 14 2 2 1 2 49 4 1 52 1 1 51 0 4 1 16 15 2 52 12 2 12
split_gain=27.1847 4.20608 2.24915 1.84046 1.53006 1.44802 0.876447 0.869041 0.831503 0.662565 0.521123 0.513184 0.671539 0.474685 0.449426 0.593537 0.42317 0.279383 0.250592 0.2503 0.248206 0.24093 0.232878 0.209249 0.239117 0.192315 0.23905 0.186137 0.169834 0.168443
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.31534000000000006 0.092845000000000025 -0.025214999999999998 0.062655000000000016 0.14122000000000004 0.11362000000000001 0.086920000000000011 0.089775000000000008 -0.054984999999999992 -0.013125 0.093100000000000002 0.048770000000000008 0.12656000000000003 0.13075500000000004 0.11381000000000001 0.14486500000000005 0.0067750000000000006 0.12082500000000002 0.023255000000000001 -0.052074999999999989 0.088850000000000012 0.40674500000000008 0.09474500000000001 0.11411 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 8 7 -4 17 11 14 23 25 21 -2 20 29 -7 -3 28 -12 27 -13 -15 24 -9 26 -1 -6 -5 -16
right_child=1 5 6 18 9 16 -8 10 -10 -11 19 12 -14 22 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011005476548608664 0.00067333732791187819 0.00050134217011041284 0.00097015543224385757 0.00077624212460023683 0.0010995829464095215 0.00014561375883886206 0.00058644633521242196 0.00080424682145901756 0.0012762422137567644 0.00071167797978169281 0.00048428768967734829 0.001034350025567309 0.00064908287287050595 0.0010278333475663645 0.0010295443975870447 0.00067356919666298294 0.00042200923253886289 0.00034622987184454413 0.00039701052588331541 0.00071259858391058996 0.00085664529690329292 0.00088789594285532971 0.00082386319502061162 0.00091956300255742495 0.00052746046790166175 0.001043443814756457 0.00088357221554307384 0.00099494455693298453 0.00055752825148800702 0.00091347324077105884
leaf_weight=817 23 98 37 21 119 57 60 28 70 41 80 364 20 93 68 35 34 82 24 24 31 49 28 21 21 408 20 145 39 164
leaf_count=817 23 98 37 21 119 57 60 28 70 41 80 364 20 93 68 35 34 82 24 24 31 49 28 21 21 408 20 145 39 164
internal_value=0 0.000580444 0.00102541 0.000797002 0.00103748 0.000469489 0.00073281 0.000526198 0.00106686 0.000952315 0.00062501 0.00105813 0.000999981 0.000931552 0.00096987 0.000911586 0.000248882 0.00043068 0.000566345 0.000536975 0.00102262 0.00101697 0.000980634 0.000755806 0.000685624 0.00107835 0.00109536 0.00104211 0.000634078 0.000947494
internal_weight=0 673 2448 228 2351 445 97 354 1748 603 174 1678 433 144 562 267 91 180 84 104 295 413 121 70 49 1245 837 264 60 232
internal_count=3121 673 2448 228 2351 445 97 354 1748 603 174 1678 433 144 562 267 91 180 84 104 295 413 121 70 49 1245 837 264 60 232
is_linear=0
shrinkage=0.00196078


Tree=6305
num_leaves=31
num_cat=0
split_feature=1 3 148 15 147 12 2 47 14 12 16 15 48 40 2 132 151 2 16 4 394 3 3 159 157 133 133 0 43 52
split_gain=0.313311 0.0824259 0.0656938 0.0724114 0.0743565 0.0521045 0.0484746 0.0449741 0.0785811 0.0566669 0.0649303 0.0923049 0.0515506 0.0446893 0.0443344 0.0436658 0.0517448 0.0421224 0.0497084 0.054639 0.0451023 0.0486658 0.0519981 0.0938195 0.054071 0.0414702 0.0383549 0.0707741 0.0476142 0.0502857
threshold=0.10293500000000001 0.31370500000000007 -0.095079999999999984 -0.083359999999999976 0.10100500000000003 -0.42850999999999995 0.15950500000000004 0.080455000000000013 -0.46166999999999997 0.11472500000000001 -0.44310499999999992 -0.42198999999999992 0.11553500000000001 -0.063404999999999989 -0.13033999999999998 0.078465000000000021 0.077805000000000013 0.092235000000000025 -0.45661999999999997 0.057560000000000007 -0.08151499999999999 -0.14186499999999996 -0.091354999999999978 0.094385000000000011 -0.077664999999999998 -0.27466499999999994 -0.14816999999999997 -0.082084999999999977 0.0051600000000000005 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 7 15 -3 -7 8 -4 10 -10 -12 -9 -13 -1 16 -5 26 -19 20 -20 -22 -23 24 -24 -26 27 -16 -28 -30
right_child=1 5 3 4 -6 6 -8 12 9 -11 11 13 -14 -15 17 -17 -18 18 19 -21 21 22 23 -25 25 -27 28 -29 29 -31
leaf_value=0.00076575566040859989 -0.0021987695646073138 0.003385432621996318 0.0051661794556751451 0.0050199814979201163 -0.0012875375337898733 0.00048324676387457422 -0.0052239313541742214 0.0067668401916638355 0.0029198079087919639 0.0056484826552193794 -0.0067699589262095591 0.0029227612889371813 0.0015824420651530521 -0.0017593375552988099 0.0082951980791902084 0.0012789766412294871 0.010322097365278752 0.0071141762726352024 0.00015308930771425368 0.0025061252606442064 0.0075607286415134483 0.0019657131920139941 0.0008462257816323213 0.0099295251562984462 0.0019940174971928913 0.0053280076980371238 0.0055989199603117979 0.0026691428583165231 0.0047906413584754004 0.00026958218008718072
leaf_weight=22 21 35 52 231 20 46 22 44 55 21 24 36 34 47 111 28 20 76 20 123 65 63 35 36 42 334 1307 28 89 34
leaf_count=22 21 35 52 231 20 46 22 44 55 21 24 36 34 47 111 28 20 76 20 123 65 63 35 36 42 334 1307 28 89 34
internal_value=0 0.00287389 0.00330077 0.00348948 0.0046024 0.000250418 -0.00136319 0.00242634 0.00173575 0.000760979 0.000127413 -0.00130793 0.00450697 0.000271452 0.0052341 0.00502462 0.00544246 0.0052757 0.0046822 0.00442477 0.0048214 0.00498378 0.00465534 0.00503442 0.00460565 0.00495559 0.00557605 0.00716189 0.0054219 0.00354092
internal_weight=0 736 633 612 299 103 68 313 235 183 162 107 78 83 2385 279 251 2363 794 718 595 575 510 447 411 376 1569 139 1430 123
internal_count=3121 736 633 612 299 103 68 313 235 183 162 107 78 83 2385 279 251 2363 794 718 595 575 510 447 411 376 1569 139 1430 123
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 0 1 4 15 0 4 49 16 50 40 16 14 16 1 151 123 14 13 2 43
split_gain=11.3792 1.93508 1.10457 0.863137 0.76452 0.67814 0.500588 0.458854 0.41979 0.392573 0.347622 0.335596 0.284125 0.265572 0.258284 0.187497 0.18298 0.18118 0.176481 0.166957 0.155558 0.146387 0.227799 0.144437 0.142899 0.142265 0.163666 0.139118 0.200122 0.130784
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10467500000000002 0.033845000000000007 -0.11173999999999999 0.077845000000000011 -0.062539999999999984 -0.10469999999999999 -0.07929499999999999 0.27834500000000006 -0.054984999999999992 -0.44310499999999992 0.041865000000000006 -0.078554999999999986 -0.039889999999999988 -0.44847999999999993 -0.5315899999999999 0.12958500000000003 -0.083919999999999981 0.10695000000000002 -0.23083499999999998 -0.47860499999999995 0.31358000000000003 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 19 9 23 10 13 -4 -10 -1 -12 17 -2 -11 27 -3 -15 -5 -23 -8 -16 26 -14 -6 -29 -13
right_child=1 4 11 21 18 -7 8 -9 12 15 14 29 25 20 24 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0007783857667270829 0.00047732687546122893 0.0003341254226300462 0.00065947903909770037 0.00052937747550611727 0.00025815863640391251 0.00046423862161711342 0.00068510111172993967 0.00084196566695383945 0.00056966194590809302 0.00072548305270848446 0.00072750686712775648 0.00046037686635142921 0.00049580572978776016 0.00044213422647147786 0.00051567889603914001 0.00045306853686065917 0.00066401326891695703 0.00061046720351785324 0.00032341933530538586 0.00017121301690723083 0.0006402703797189044 0.00051422331518694464 0.0002618437513390327 0.00046154290182041187 0.00068402177097470491 0.00019466585443724931 0.00034005976085510362 0.00016647533237473708 -8.2091742523891084e-05 0.00027106381697105422
leaf_weight=20 24 46 28 21 22 48 25 84 26 72 1177 47 32 39 20 22 127 196 23 51 25 20 44 20 632 20 137 33 20 20
leaf_count=20 24 46 28 21 22 48 25 84 26 72 1177 47 32 39 20 22 127 196 23 51 25 20 44 20 632 20 137 33 20 20
internal_value=0 0.000401297 0.000686459 0.000545373 0.000326568 0.000694891 0.000368679 0.000699732 0.000413526 0.000694309 0.0007045 0.000479204 0.000377481 0.000581163 0.000710165 0.000627082 0.000634341 0.000641367 0.000173163 0.00024847 0.000519531 0.000387324 0.000340712 0.000585742 0.000678858 0.000351044 0.00036955 0.000127085 7.26764e-05 0.000403866
internal_weight=0 691 2430 236 455 2335 357 2287 260 2203 1913 95 215 84 1829 290 151 268 98 97 64 85 64 45 652 189 169 75 53 67
internal_count=3121 691 2430 236 455 2335 357 2287 260 2203 1913 95 215 84 1829 290 151 268 98 97 64 85 64 45 652 189 169 75 53 67
is_linear=0
shrinkage=0.00196078


Tree=6307
num_leaves=31
num_cat=0
split_feature=1 3 0 4 15 14 16 403 15 0 13 0 13 42 13 2 15 0 3 4 15 15 16 52 16 156 160 43 12 0
split_gain=0.307098 0.0913632 0.0690913 0.0509691 0.05004 0.0494367 0.0807573 0.0461147 0.0426044 0.0425606 0.0521464 0.0487287 0.0429342 0.0418887 0.0557504 0.0438178 0.0515254 0.0396735 0.0402528 0.0530578 0.0522865 0.0386132 0.0368188 0.0521829 0.0333756 0.0726518 0.066584 0.163644 0.0760748 0.055026
threshold=0.10124500000000002 -0.049509999999999992 0.089620000000000019 -0.03898999999999999 -0.0079099999999999986 -0.073114999999999986 -0.073849999999999985 -1.0000000180025095e-35 -0.46471999999999997 -0.073574999999999988 -0.073839999999999975 -0.11013499999999998 0.05868000000000001 -0.0060199999999999993 1.0000000180025095e-35 0.14753000000000002 -0.086254999999999984 0.18019500000000002 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 0.013270000000000002 -0.0094449999999999968 -0.087284999999999988 0.042200000000000008 -0.031569999999999994 -0.080719999999999986 -0.078654999999999989 0.10227500000000002 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 5 -2 7 6 -3 -5 -8 11 -11 -9 -12 -7 15 21 -17 18 24 -20 -21 22 -15 -24 -1 29 27 -27 -28 -26
right_child=1 2 -4 4 -6 13 8 9 -10 10 12 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0055743150619945395 0.0063898858565926801 0.0080579804168460344 -0.0033558820797638458 -0.00026021681419065729 -0.0011259869600984357 0.0054187666446280976 0.0054529583236823482 0.0031953799449616956 7.1179408175674715e-05 -0.0005246580909006298 0.0065604661199934224 0.0093947235887753781 0.0018510044523281977 0.0025637804709903495 -0.0036013155922410079 0.0016822492907522246 -0.0047880193218588834 0.00151569069629269 0.0053957073845687497 0.0040210516690276565 -0.0026633489654738119 0.0057477246432487547 0.0032426317431963982 -0.0035516169343072067 0.0054879650486529706 -0.0053051940689329063 0.0052614011426221075 0.0062552059497684234 0.00070103877332321435 0.011929070461718809
leaf_weight=1820 87 37 22 22 21 30 24 21 38 25 49 32 32 185 20 32 20 28 59 25 22 30 20 26 36 24 245 25 43 21
leaf_count=1820 87 37 22 22 21 30 24 21 38 25 49 32 32 185 20 32 20 28 59 25 22 30 20 26 36 24 245 25 43 21
internal_value=0 0.00295938 0.0021193 0.00436631 0.00349476 0.00238002 0.00436082 0.00403087 0.00215445 0.00462461 0.00346772 0.00693838 0.00469994 0.00183981 0.00151738 0.00184445 -0.000806316 0.00525736 0.00530252 0.00339886 0.000892183 0.00237257 0.00193424 -0.000597596 0.00539366 0.00455919 0.00400072 0.000592969 0.00458051 0.007861
internal_weight=0 773 484 289 202 462 99 181 62 159 106 53 81 363 333 313 52 2348 2320 106 47 261 231 46 2214 394 337 49 288 57
internal_count=3121 773 484 289 202 462 99 181 62 159 106 53 81 363 333 313 52 2348 2320 106 47 261 231 46 2214 394 337 49 288 57
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 0 1 2 4 4 0 4 151 0 160 3 156 48 4 484 14 16 16 12 131 2
split_gain=11.5995 1.94283 1.26398 1.09533 0.723183 0.679654 0.488341 0.418799 0.404607 0.355694 0.304176 0.252458 0.244125 0.231254 0.229078 0.225772 0.154894 0.153518 0.142756 0.156936 0.133019 0.179194 0.144413 0.15852 0.121345 0.118009 0.115145 0.113274 0.111765 0.211351
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.13082500000000002 -0.11173999999999999 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.40473500000000007 -0.07929499999999999 0.27834500000000006 -0.083919999999999981 -0.15599999999999997 -0.067824999999999983 -0.016324999999999996 -0.0039599999999999991 0.093265000000000015 -0.42529999999999996 0.084750000000000006 -1.0000000180025095e-35 -0.12029499999999999 0.11346000000000002 0.096295000000000019 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 9 11 17 -5 12 -4 -6 -11 24 -16 -1 -14 -20 -18 22 27 -24 -9 -26 -7 -22 29 -13
right_child=1 2 8 10 13 26 -8 15 -10 14 -12 28 18 -15 16 -17 20 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00060499301643144362 0.00066977388723354534 0.00035620890425747565 0.00039508097954684388 0.00060414868345722613 0.00061207263911597994 0.00035106944872647928 0.00082189798290753448 0.00076519387498511871 0.00043013041501417638 0.0007031675837574201 0.00037270281062713203 0.0001598528205163606 0.0003486353376815183 0.00041469720192806959 0.00048687928885805842 0.00041584755308965947 0.00076609550113665231 0.00040046345193832969 0.00028785862922926634 0.00010654909237671424 0.0007623563614170939 0.00051165126896390292 0.00065635867391453692 0.00049552210668722782 0.00065630030797513147 0.00057938572078564208 0.00054381078436187128 0.00060075571209220098 0.00026489086147836027 -7.3387769653516653e-05
leaf_weight=43 76 231 39 34 74 26 84 21 37 1148 61 59 23 33 20 22 44 21 29 50 81 32 409 25 131 185 22 21 20 20
leaf_count=43 76 231 39 34 74 26 84 21 37 1148 61 59 23 33 20 22 44 21 29 50 81 32 409 25 131 185 22 21 20 20
internal_value=0 0.000374014 0.000337465 0.000661922 0.000417937 0.000670319 0.000675166 0.000669571 0.000239272 0.000681499 0.000455536 0.000209848 0.000263136 0.0005512 0.000686663 0.000608299 0.000656684 0.000537882 0.000212686 0.000173106 0.000662233 0.000654187 0.000662697 0.000647094 0.000620863 0.000611271 0.000439409 0.000729086 0.000133953 0.000100805
internal_weight=0 691 615 2430 338 2335 2287 2203 277 1844 95 240 141 107 1780 359 632 64 102 79 612 568 536 434 337 316 48 102 99 79
internal_count=3121 691 615 2430 338 2335 2287 2203 277 1844 95 240 141 107 1780 359 632 64 102 79 612 568 536 434 337 316 48 102 99 79
is_linear=0
shrinkage=0.00196078


Tree=6309
num_leaves=31
num_cat=0
split_feature=4 12 150 49 2 149 14 1 10 3 12 4 475 151 50 2 0 9 0 150 4 1444 483 3 4 13 1374 16 16 52
split_gain=0.305332 0.112038 0.0972758 0.106336 0.0771169 0.0752129 0.0688945 0.0625411 0.0541588 0.0534572 0.0542572 0.0662508 0.0747664 0.0630927 0.0519942 0.0672582 0.051555 0.0586957 0.0371185 0.0425853 0.0356343 0.0452072 0.0430348 0.0743318 0.0442413 0.0413841 0.0375208 0.0372624 0.0409039 0.0370007
threshold=0.36766000000000004 0.051320000000000005 0.12244500000000001 0.15665000000000004 -0.0091949999999999983 0.07770500000000001 0.019675000000000002 0.13559000000000002 -0.079859999999999987 -0.087909999999999988 -0.12529499999999996 -0.35136499999999998 -0.071829999999999991 0.057610000000000008 0.091320000000000012 0.086100000000000024 -0.070154999999999981 -0.08477999999999998 -0.14226499999999997 -0.091259999999999994 0.0033150000000000007 -0.084274999999999989 -0.097364999999999993 -0.082484999999999989 -0.52556499999999995 -0.083894999999999983 0.088035000000000016 -0.061854999999999993 0.41553500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 8 9 18 -2 -6 -11 -12 -13 14 15 -14 -1 -18 -3 -20 21 -21 23 25 -24 -23 -26 29 -29 -22
right_child=5 7 -4 -5 6 -7 -8 -9 -10 10 11 12 13 -15 -16 -17 17 -19 19 20 27 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0054823198910093031 -0.0021415138551487754 0.007529676493066244 -0.002605334385905577 -0.0027787267801944507 0.00046058662175651522 0.0068447775276446786 0.0092022447642221145 -9.5993789312030599e-05 0.0018527320458843436 0.0086545741781733476 0.0069311122255497556 -0.0014251645213404958 0.0090597301007176445 -0.00078150426928439874 0.0011091335700578332 0.0044107414670167613 0.0027221616540503289 -0.0040172214425789809 0.009789330157495682 0.0010518632464758728 0.0086550153359504691 0.0092999070696532724 0.010083847474306823 0.012751588868823919 0.0052973738626898451 0.0034273654393230874 0.0096558395282772842 0.0017848246963033242 0.0049194502092373285 0.004747312238063791
leaf_weight=21 39 78 23 22 31 27 33 21 262 33 81 26 39 23 34 154 28 24 21 23 28 20 20 22 1591 30 20 88 79 180
leaf_count=21 39 78 23 22 31 27 33 21 262 33 81 26 39 23 34 154 28 24 21 23 28 20 20 22 1591 30 20 88 79 180
internal_value=0 0.00501397 0.00376594 0.00403286 0.00431722 0.00178874 0.00480229 0.00533539 0.00133521 0.0044574 0.00477509 0.00441649 0.0036785 0.00420928 0.00471495 0.00535017 0.00130049 -0.000388323 0.00538723 0.00530848 0.00526369 0.00545566 0.00551513 0.0079077 0.00540951 0.00577638 0.00535148 0.00438015 0.00326767 0.00527335
internal_weight=0 2793 572 549 527 328 454 2221 301 421 390 357 276 250 227 193 73 52 2200 2122 2101 1726 1703 72 1631 50 1611 375 167 208
internal_count=3121 2793 572 549 527 328 454 2221 301 421 390 357 276 250 227 193 73 52 2200 2122 2101 1726 1703 72 1631 50 1611 375 167 208
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 4 14 4 4 2 2 12 1 50 159 52 2 0 47 52 52 42 0 376 2 48 1 43 15
split_gain=22.1684 2.72102 2.3431 1.38247 1.12034 1.03264 0.998893 0.730909 0.705606 0.679739 0.609594 0.502621 0.375748 0.339847 0.332785 0.329674 0.314035 0.366089 0.398112 0.275066 0.26216 0.237439 0.229615 0.21604 0.214541 0.281597 0.199283 0.172858 0.153635 0.149191
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.36766000000000004 0.076175000000000007 0.27287000000000006 -0.17966999999999997 0.13404500000000005 0.090425000000000019 1.0000000180025095e-35 0.12408500000000001 0.041865000000000006 0.084250000000000005 0.092965000000000006 0.10402500000000002 -0.07384499999999998 0.077555000000000013 -0.53964499999999982 -0.56176499999999996 0.088295000000000012 -0.050064999999999991 0.080200000000000007 0.11177500000000001 0.085325000000000012 0.15964000000000003 -0.0064299999999999991 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 20 10 8 7 11 15 -6 19 22 -13 -10 27 24 17 18 26 29 -2 -14 -1 -22 25 -3 -11 -7 -5 -4
right_child=1 5 4 28 9 14 -8 -9 13 16 -12 12 21 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096916344698739219 0.00099535017864766468 0.00076011954626359758 0.00083858536020802387 0.00035703203705737038 0.0009410677899614712 0.000213851751982646 0.0005350763071024047 0.0011419979079456532 0.00046828113788483189 0.0008431795753893398 0.00062608285496632259 0.00063993457382432138 0.0010474766933797968 0.00027842395872487041 0.0004208535749944783 0.00037879088412818288 0.00083236517567260586 0.00044821286627715572 0.00046490051885362431 0.0010498733634629739 0.00081684544205562471 0.00088551942221709416 0.00090955339619519569 0.00058501585587566974 0.0004576210998910669 0.00053168247052990975 0.00061119900395472846 9.706231010387011e-06 0.00054004649369934809 0.00095336073169521255
leaf_weight=930 24 41 209 29 29 52 24 65 59 35 40 23 37 94 23 37 22 51 28 34 68 586 339 20 33 42 24 23 45 55
leaf_count=930 24 41 209 29 29 52 24 65 59 35 40 23 37 94 23 37 22 51 28 34 68 586 339 20 33 42 24 23 45 55
internal_value=0 0.000480044 0.000902102 0.000676292 0.000785763 0.000389693 0.000932696 0.000937515 0.000445793 0.000664863 0.000853367 0.000930574 0.000886052 0.000351637 0.000214522 0.00053995 0.000614801 0.000580117 0.00065744 0.000883875 0.000813698 0.000895138 0.000953239 0.000764157 0.000591354 0.000644525 0.000748815 0.000151247 0.000468325 0.000862497
internal_weight=0 590 2531 186 527 404 2004 1980 306 189 338 1915 646 153 98 153 160 138 87 298 112 623 1269 88 116 83 59 75 74 264
internal_count=3121 590 2531 186 527 404 2004 1980 306 189 338 1915 646 153 98 153 160 138 87 298 112 623 1269 88 116 83 59 75 74 264
is_linear=0
shrinkage=0.00196078


Tree=6311
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 4 1 0 15 0 4 16 16 151 2 15 106 2 472 15 156 2 42 475 11 4
split_gain=12.1201 2.10536 1.23148 0.950446 0.873475 0.678929 0.495629 0.438508 0.396104 0.391603 0.330244 0.298885 0.310289 0.306222 0.255766 0.16895 0.16191 0.156661 0.146799 0.120435 0.109686 0.113521 0.10896 0.125891 0.183417 0.207094 0.108153 0.107601 0.104128 0.167654
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.13082500000000002 0.40473500000000007 0.09253500000000002 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.27834500000000006 -0.10850999999999998 -0.039889999999999988 -0.083919999999999981 0.25063000000000007 0.094035000000000007 0.087690000000000004 0.14530500000000005 -0.085369999999999988 0.040760000000000005 0.089725000000000013 0.088850000000000012 0.086665000000000006 -0.076304999999999984 0.080455000000000013 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 11 18 -6 -5 12 -1 26 15 -9 -14 -15 -4 -8 21 -3 -19 24 25 -24 -13 -27 29 -29
right_child=1 2 8 10 9 -7 19 14 -10 -11 -12 13 16 17 -16 -17 -18 22 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.000788489534136127 0.00068545764776127419 0.00036436161592678441 0.00020860172724359463 0.00063447065999454278 0.00061243395680924729 0.00044890822183791228 0.00089208460679676661 0.0006685321099280621 0.00043776360225230231 0.00037716284980906134 0.00039331086982210439 0.0007270951220799607 0.00042972827565286435 0.00048950179461755008 0.00040461168410306308 0.00056944681372334525 0.00063186934897128272 0.00079535144119480857 7.0528005695756678e-05 0.0007400635035572417 0.00020475563628861659 0.00022310825134018813 0.00042426463553615012 0.00068555194658034412 0.00070815542772097347 0.0007276758400470199 0.00068778244411378834 0.00073899754743073499 0.00046916042935419709 0.00056947697923074355
leaf_weight=20 76 247 134 34 85 48 51 149 26 40 61 779 39 20 22 119 25 24 38 33 21 24 24 337 77 29 411 32 21 75
leaf_count=20 76 247 134 34 85 48 51 149 26 40 61 779 39 20 22 119 25 24 38 33 21 24 24 337 77 29 411 32 21 75
internal_value=0 0.000377575 0.000339528 0.000671873 0.000399988 0.000679695 0.000684539 0.000678902 0.000212195 0.000537147 0.000479621 0.000689673 0.000575309 0.000694926 0.000607851 0.000624535 0.00050869 0.000660303 0.000178097 0.000832362 0.000341273 0.000351852 0.000665821 0.000660597 0.000628 0.000593901 0.000713517 0.000619832 0.000595399 0.000620175
internal_weight=0 691 615 2430 417 2335 2287 2203 198 125 95 1913 84 1829 290 268 64 639 172 84 292 271 619 595 258 181 1190 157 128 107
internal_count=3121 691 615 2430 417 2335 2287 2203 198 125 95 1913 84 1829 290 268 64 639 172 84 292 271 619 595 258 181 1190 157 128 107
is_linear=0
shrinkage=0.00196078


Tree=6312
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 1 4 2 2 2 2 12 150 0 47 12 52 3 50 1 1 12 0 3 1 0 2 2 4 1
split_gain=30.5686 3.94416 3.33945 1.96814 1.37729 1.36063 1.35726 1.05465 1.01624 0.938294 0.861983 0.79246 0.831986 0.598967 0.442253 0.375854 0.34739 0.331616 0.328386 0.319173 0.296166 0.292138 0.356704 0.274142 0.265401 0.254758 0.249176 0.239971 0.235542 0.280962
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.14753000000000002 0.08864000000000001 0.36766000000000004 -1.0000000180025095e-35 0.13404500000000005 0.10803500000000001 0.090425000000000019 -0.010834999999999999 1.0000000180025095e-35 -0.13455999999999999 0.077555000000000013 0.051320000000000005 -0.53964499999999982 -0.14847999999999997 0.041865000000000006 0.12000500000000001 0.12958500000000003 0.08815000000000002 -0.064339999999999994 0.10732000000000001 0.13075500000000004 -0.050064999999999991 0.31358000000000003 0.093320000000000014 -0.04890499999999999 0.13436000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 7 8 10 19 14 20 13 -7 -13 -1 23 -12 -2 -17 26 -3 -9 -15 -23 27 -5 -18 -6 -4 -11 -30
right_child=1 4 5 24 18 11 -8 9 -10 28 15 12 -14 21 -16 17 25 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014248176389524774 0.0012545873916227053 0.00061657461295896543 0.0012018852810723195 0.00071474939789257792 0.00034885388435219422 0.00074700095511905367 0.0007139081251046626 0.0010956064504098126 0.00079526161774992946 0.0008122684967284109 0.00089888532112366757 0.0010856323736420585 0.00073691687739647189 0.0012299386558626735 0.0013547165448369544 0.0012483285299200366 0.0010456685473091876 0.00111742877271995 0.00053914199866678407 0.0003525241970378447 0.00076592388909821417 0.0011800476151442325 0.00092521583438982086 0.00088234685653564981 0.00046390411170089946 0.00079392076597786419 0.00010657081337876959 0.0010686308331249658 0.00062382996749126018 0.00040025524443877946
leaf_weight=49 24 24 87 50 51 93 24 22 40 20 27 91 37 717 30 86 68 552 23 66 20 527 22 20 24 20 24 129 128 26
leaf_count=49 24 24 87 50 51 93 24 22 40 20 27 91 37 717 30 86 68 552 23 66 20 527 22 20 24 20 24 129 128 26
internal_value=0 0.00064526 0.00114087 0.000881533 0.00053648 0.00100198 0.0011774 0.000601269 0.00108665 0.000675574 0.00118301 0.000884749 0.000984832 0.00121211 0.00113047 0.00112548 0.00104548 0.00113507 0.000334179 0.000422938 0.000938615 0.00120388 0.00116984 0.00110197 0.000633394 0.000988453 0.000271323 0.0011223 0.000612082 0.000586084
internal_weight=0 590 2531 186 404 527 2004 306 306 216 1980 221 128 1315 266 665 112 638 98 90 42 1266 549 236 74 88 75 216 174 154
internal_count=3121 590 2531 186 404 527 2004 306 306 216 1980 221 128 1315 266 665 112 638 98 90 42 1266 549 236 74 88 75 216 174 154
is_linear=0
shrinkage=0.00196078


Tree=6313
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 13 2 1 1 2 457 12 4 49 10 4 47 4 4 3 4 4 1 0 12 12
split_gain=23.8676 3.87891 2.2778 2.18687 1.53052 1.20101 0.709556 0.706662 0.63985 0.624117 0.590661 0.559527 0.47946 0.594369 0.319717 0.275926 0.268593 0.202653 0.198728 0.195149 0.194863 0.18695 0.182947 0.25688 0.169185 0.15369 0.167089 0.236839 0.153811 0.142326
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.10699500000000002 -0.004174999999999999 0.13501500000000002 0.09253500000000002 0.086920000000000011 0.08647500000000001 0.080930000000000016 0.087695000000000009 0.04735000000000001 -1.0000000180025095e-35 -0.38124499999999995 0.042705000000000007 0.090100000000000013 -0.50940999999999981 0.40945500000000007 0.30112000000000005 -0.0070899999999999991 0.038415000000000012 0.082005000000000008 -0.010949999999999998 0.092200000000000018 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 12 9 24 22 14 -5 15 19 25 21 -11 -15 -9 -14 -3 -1 23 -4 -6 26 27 28 -7 -26
right_child=1 2 7 11 8 10 -8 18 -10 16 -12 -13 13 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0010697105617234199 0.00083834700465399857 0.00034962286207353035 0.00043824152675536434 0.00073601926710228883 0.00091346335177328074 0.00093816102477970603 0.0010416652868868027 0.00011309604618361062 0.00041579221796554194 0.00059686446887791263 0.00053961082124623035 0.00042390293284318468 0.00083163080324167899 0.00045670121695140221 0.00054907582135676266 0.00083529426237199033 0.00034117128320771377 0.00071723740514693197 -0.00013322512199189147 0.00069031047014768269 0.00051501686022817795 0.00088625574911480032 0.00014830204654705598 0.0001449113027593154 0.00079581458839393291 0.00072827713847087294 0.00089155178339708416 0.00061639473371162372 0.00078136328622821049 0.00059393146108178529
leaf_weight=22 71 190 24 34 20 29 76 34 29 22 48 63 356 24 24 602 56 22 20 42 32 730 99 22 29 136 70 29 141 25
leaf_count=22 71 190 24 34 20 29 76 34 29 22 48 63 356 24 24 602 56 22 20 42 32 730 99 22 29 136 70 29 141 25
internal_value=0 0.00040489 0.000353768 0.000821824 0.000465117 0.000833728 0.000856087 0.000223123 0.000662662 0.000271858 0.000745886 0.000533305 0.000848243 0.000792328 0.000768966 0.000866579 0.00041329 0.000581305 2.1866e-05 0.000816718 0.000373463 0.000891623 0.000195778 0.000297953 0.000759408 0.000781997 0.000809156 0.000780173 0.000808111 0.00070235
internal_weight=0 673 602 2448 325 2351 1874 277 103 223 477 97 1798 444 429 1354 78 46 54 398 222 752 145 46 74 405 269 199 170 54
internal_count=3121 673 602 2448 325 2351 1874 277 103 223 477 97 1798 444 429 1354 78 46 54 398 222 752 145 46 74 405 269 199 170 54
is_linear=0
shrinkage=0.00196078


Tree=6314
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 10 123 14 16 1 2 52 133 133 4 12 42 3 481 131 43 42 402 39 132 160 4 1455 42
split_gain=0.594992 0.140631 0.0815619 0.0829087 0.0698941 0.0658774 0.0606397 0.0568175 0.05663 0.054482 0.0492965 0.118755 0.149456 0.069987 0.104046 0.0616745 0.0656756 0.0523702 0.0656975 0.0520574 0.0502313 0.0716327 0.0538815 0.0453812 0.0427747 0.0434113 0.0595444 0.0517162 0.0424478 0.0584408
threshold=0.10337500000000001 -0.049509999999999992 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.095545000000000005 -0.012544999999999999 1.0000000180025095e-35 0.076975000000000002 -0.23935499999999996 0.077565000000000009 0.086100000000000024 -0.0027449999999999996 0.024320000000000005 0.089405000000000012 -0.080364999999999978 0.096295000000000019 0.088295000000000012 -0.082284999999999983 -0.050084999999999991 0.089325000000000015 1.0000000180025095e-35 0.090470000000000009 -0.43418999999999991 0.10076500000000001 0.08518000000000002 -0.066074999999999981 -0.50940999999999981 0.084305000000000005 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 -3 5 8 -4 23 10 -2 28 13 -13 17 -15 -16 -17 19 -19 -12 21 -20 -22 -7 25 27 -27 -25 -1 -30
right_child=1 2 6 -5 -6 7 -8 -9 -10 -11 11 12 -14 14 15 16 -18 18 20 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0082345642110003246 0.0039747418177410445 0.003419817136013038 -0.0042627098942397256 0.010042845811694861 0.0018361404834484512 0.0025054240442367029 0.0018445161876216945 0.0029568088619271295 0.01057339605258804 0.0070396156166345637 0.013744330397722396 0.0059000545252014753 -0.0041705326142255214 0.00029640064885218942 0.0099544535220668813 0.00029653643607161937 0.0077994277501212701 0.0017825260515446249 0.014711130890063942 0.0086255577321039372 0.001716932441507067 0.0067507662273083753 0.0077022617586167928 0.012083933877875097 0.0028199570638168118 0.00025758146308362483 0.0068621039095464664 0.007315283121668824 0.0013041435075657709 0.007489996564462283
leaf_weight=1061 87 344 21 20 22 23 72 40 71 174 22 56 20 30 41 20 28 23 20 205 21 26 53 24 23 20 43 434 21 56
leaf_count=1061 87 344 21 20 22 23 72 40 71 174 22 56 20 30 41 20 28 23 20 205 21 26 53 24 23 20 43 434 21 56
internal_value=0 0.0041661 0.00310845 0.00378372 0.00744677 0.00749861 0.000465465 0.00659938 0.0078063 0.00601799 0.00769093 0.00692737 0.0032499 0.00749892 0.00538941 0.00710615 0.00467322 0.00817738 0.00667843 0.00912165 0.00761682 0.0102118 0.00600372 0.00685635 0.00704031 0.00722662 0.00476543 0.00756517 0.00807003 0.00580295
internal_weight=0 718 457 364 2403 2381 93 607 1774 261 1703 565 76 489 119 89 48 370 143 227 120 46 74 567 544 521 63 458 1138 77
internal_count=3121 718 457 364 2403 2381 93 607 1774 261 1703 565 76 489 119 89 48 370 143 227 120 46 74 567 544 521 63 458 1138 77
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 159 2 1 14 2 4 1 52 1 2 132 12 47 2 3 15 3 4 49 16 0 42
split_gain=17.1326 3.07263 1.81008 1.4602 1.31384 0.86231 0.716599 0.535218 0.503241 0.4785 0.389065 0.368036 0.348732 0.456146 0.239421 0.207252 0.253611 0.275435 0.204824 0.200696 0.194686 0.190661 0.174342 0.163045 0.133213 0.127731 0.118545 0.113105 0.288275 0.113831
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.089885000000000007 -1.0000000180025095e-35 0.11474000000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.42051500000000003 0.090540000000000023 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.08764000000000001 0.095780000000000018 0.090100000000000013 0.31358000000000003 0.0068900000000000012 -1.0000000180025095e-35 0.11658 0.063160000000000008 -0.053364999999999996 -0.11227499999999999 -0.11173999999999999 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 11 -4 -6 -5 14 13 -10 27 -9 19 -18 21 -17 22 -14 -3 -19 -24 -7 -12 -1 -29 -30
right_child=1 2 8 10 9 25 -8 15 12 -11 26 -13 18 -15 -16 16 17 23 -20 -21 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00091576758716276909 0.00081399673221916138 0.00033167836938858804 0.00053262340261700644 0.00072357702501882999 0.00075014305894144742 0.00040601057456988917 0.00047486106116397707 0.00090069285664942786 0.00043096669199286624 0.000442492637676531 0.0005418640682785294 0.00098414456910689285 0.00016307879332567144 0.00021534244568076669 0.00077050569210471316 0.000800770591344342 0.00046474269472139112 0.00059944536024787579 0.00031914993308408029 0.00073619403203055119 0.00054602696784023267 -6.3442649210200593e-05 0.00059034410279755489 0.00081872293205164813 0.00040435098998420295 0.0006249609575489488 0.00037121519451410566 0.00066326849693634803 0.00085294080399267946 0.00080642705040967651
leaf_weight=68 74 113 26 34 77 20 25 45 63 26 34 59 50 94 245 459 21 22 21 310 32 20 20 32 57 21 29 37 703 284
leaf_count=68 74 113 26 34 77 20 25 45 63 26 34 59 50 94 245 459 21 22 21 310 32 20 20 32 57 21 29 37 703 284
internal_value=0 0.000437054 0.000390487 0.000790299 0.000489456 0.000800026 0.000805029 0.000808641 0.000273097 0.000672484 0.000554539 0.000832589 0.000245888 0.000301867 0.000825901 0.000771037 0.000764124 0.000655287 0.00014931 0.000774738 0.000404538 9.83584e-05 0.000380708 0.000729388 0.000452661 0.000518156 0.000463311 0.000838329 0.000833187 0.000839557
internal_weight=0 673 599 2448 325 2351 2310 2285 274 103 97 1396 248 157 1337 889 844 75 91 769 222 70 190 54 77 41 63 1092 1024 987
internal_count=3121 673 599 2448 325 2351 2310 2285 274 103 97 1396 248 157 1337 889 844 75 91 769 222 70 190 54 77 41 63 1092 1024 987
is_linear=0
shrinkage=0.00196078


Tree=6316
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 4 11 52 133 150 13 123 12 13 43 49 3 4 1 1429 157 2 51 15 49 51 1429 484 42 1456
split_gain=0.567374 0.13219 0.0748431 0.0631217 0.0599987 0.056782 0.0549129 0.0790012 0.0504632 0.0647196 0.0623062 0.0501504 0.0476993 0.0444686 0.0444248 0.0481216 0.0441268 0.0863349 0.0420098 0.0734587 0.0419357 0.0414092 0.0413525 0.0407396 0.0398461 0.0488965 0.0658523 0.0975362 0.0519131 0.0414923
threshold=0.10337500000000001 -0.049509999999999992 0.16540500000000002 0.40124500000000002 0.095545000000000005 0.41257000000000005 1.0000000180025095e-35 0.088785000000000017 0.089200000000000015 0.12314500000000002 -0.061684999999999997 0.084025000000000016 0.085355000000000014 -0.004174999999999999 1.0000000180025095e-35 0.092185000000000017 0.048265000000000009 0.04735000000000001 0.080270000000000022 0.083420000000000008 -0.41266499999999995 0.087675000000000017 0.14431500000000003 -0.43375999999999998 0.11902500000000002 -0.085384999999999989 0.083985000000000018 0.085790000000000019 0.084145000000000011 -0.0083149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 4 6 -2 18 12 9 13 -10 20 -8 14 15 -3 -15 -18 24 21 -6 -20 -22 -7 25 26 27 28 -1 -27
right_child=1 2 -4 -5 11 23 7 -9 10 -11 -12 -13 -14 16 -16 -17 17 -19 19 -21 22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.014381417834564396 0.0067605034197034302 0.0033795615661130021 -0.0022643112083896993 0.0019525791970161001 0.011072920865955807 0.0053640893025745061 0.015971295038859048 0.0052405144006985689 0.0034245347281774649 -0.0008850449937637206 -0.0027583576605788303 0.0025574782172278054 0.0099743133294396113 0.0028954357541619968 0.0068839092956235019 -0.0013441788961645216 0.011904360247775914 0.004943113754533472 0.0073166261678262014 0.0019738721288740635 0.0066916282197167533 0.0038868380001268205 0.0021676828641267049 0.0003852701478603262 0.0038180857654272894 0.0059083850687235463 0.014508067810209468 0.0026214966969564557 0.0079696105460503285 0.007955462347694257
leaf_weight=23 192 157 25 22 21 42 21 23 39 27 28 31 36 39 30 25 25 62 478 30 534 38 21 27 24 111 25 20 28 917
leaf_count=23 192 157 25 22 21 42 21 23 39 27 28 31 36 39 30 25 25 62 478 30 534 38 21 27 24 111 25 20 28 917
internal_value=0 0.00408083 0.00305542 0.00728446 0.00733373 0.00587629 0.00762736 0.0101876 0.00336327 0.00382633 0.000840639 0.00647556 0.0121837 0.00420269 0.00331841 0.0027307 0.00569051 0.00694347 0.00750646 0.00678437 0.00668643 0.00706404 0.00652045 0.00341586 0.00784989 0.00793598 0.0100943 0.00854016 0.0108612 0.00773443
internal_weight=0 718 457 2403 2381 261 1774 80 432 365 67 607 57 338 212 182 126 87 1694 546 576 516 555 69 1148 1124 96 71 51 1028
internal_count=3121 718 457 2403 2381 261 1774 80 432 365 67 607 57 338 212 182 126 87 1694 546 576 516 555 69 1148 1124 96 71 51 1028
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=31
num_cat=0
split_feature=1 2 0 106 43 10 0 401 2 13 34 2 2 14 4 3 0 133 42 133 52 48 401 13 4 13 1209 150 49 16
split_gain=0.464196 0.131659 0.0817077 0.0760283 0.0609302 0.0595723 0.10654 0.0744289 0.05236 0.0584182 0.0500824 0.0665734 0.0652138 0.0483699 0.0497796 0.0629647 0.061244 0.0888157 0.0792322 0.12358 0.0694161 0.0475931 0.0468447 0.048607 0.0887048 0.0873082 0.0726978 0.0696128 0.0616945 0.0583212
threshold=0.11846000000000002 0.10188000000000001 -0.13027499999999997 0.086340000000000014 -0.04890499999999999 -0.079859999999999987 -0.05208999999999999 0.085900000000000018 0.15361500000000003 -0.11122999999999998 -0.038779999999999995 0.11870500000000002 -0.15339499999999998 -1.0000000180025095e-35 -0.082249999999999976 0.092670000000000016 -0.085669999999999982 0.11269500000000002 0.085730000000000015 -0.011534999999999998 0.11277500000000001 0.085485000000000019 1.0000000180025095e-35 -0.088464999999999988 -0.078629999999999992 -0.086919999999999983 -0.074484999999999982 0.084335000000000007 -0.0043999999999999985 -0.091744999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 21 6 -2 10 9 -4 -7 12 -12 -1 16 22 17 18 -15 -20 -18 -3 23 24 -16 -25 -27 28 -26 -30
right_child=5 2 8 -5 -6 7 -8 -9 -10 -11 11 -13 -14 14 15 -17 20 -19 19 -21 -22 -23 -24 25 27 26 -28 -29 29 -31
leaf_value=0.011238483582080032 0.0029005253405281991 -0.0034431051835417748 0.0019333882763572603 0.0013339602424261663 0.0045328687390590655 0.00016198797802178142 -0.0063490483380155647 -0.0024275572707309675 0.0011873165611177685 0.0063056844188227826 0.0014479744512672452 0.0027529122471486775 0.0077115894697592866 0.0083837578051727934 0.00018924296301145875 0.0024580912306331674 0.0071448690082714268 0.0029775591567158702 0.0072771689295768743 0.017569180627885674 0.0012345883795725448 0.0026410448613104465 0.0080851236820201882 0.0097074913956997234 0.010839802139408647 0.00075905515088537788 0.0064439799810649279 0.0016941221997952992 0.0075335422208389416 0.0018050115572771541
leaf_weight=24 33 20 33 26 108 39 20 23 24 413 22 153 68 106 34 39 370 21 20 28 21 36 171 82 31 23 1023 31 52 27
leaf_count=24 33 20 33 26 108 39 20 23 24 413 22 153 68 106 34 39 370 21 20 28 21 36 171 82 31 23 1023 31 52 27
internal_value=0 0.0063317 0.00506674 0.0067084 0.00314491 0.00250463 -0.00058988 0.00304237 0.00573733 0.00598217 0.0034885 0.00402238 0.00618048 0.00677484 0.00672331 0.00642403 0.00752335 0.00907821 0.00991012 0.0132808 0.00682744 0.000468134 0.00652896 0.00632473 0.00477409 0.00656531 0.00631898 0.00587965 0.00705921 0.00557569
internal_weight=0 2763 634 2129 164 358 53 305 470 446 282 243 90 2103 2079 1513 566 175 154 48 391 56 1474 1303 175 1128 1046 141 110 79
internal_count=3121 2763 634 2129 164 358 53 305 470 446 282 243 90 2103 2079 1513 566 175 154 48 391 56 1474 1303 175 1128 1046 141 110 79
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=31
num_cat=0
split_feature=4 2 123 149 2 3 14 15 13 48 52 2 2 4 0 16 159 52 1212 16 42 51 133 133 1212 1211 456 159 483 48
split_gain=0.386488 0.127011 0.0956297 0.0726889 0.0546435 0.0545132 0.0508512 0.0461287 0.0566982 0.055622 0.0447643 0.0423847 0.0519168 0.0403272 0.0917285 0.0537092 0.0550601 0.116592 0.0646222 0.0995927 0.0481716 0.0476543 0.0399681 0.0528992 0.0526516 0.0533103 0.0397421 0.0604079 0.0547403 0.0545219
threshold=0.36766000000000004 0.13622000000000004 1.0000000180025095e-35 0.07770500000000001 0.25063000000000007 0.30112000000000005 -0.10708499999999999 -0.03241999999999999 -0.0057949999999999989 0.094275000000000012 0.12492500000000002 0.12992500000000004 0.12043500000000001 -0.082249999999999976 -0.038659999999999993 -0.088704999999999992 -0.085489999999999997 0.11277500000000001 0.090840000000000018 -0.079734999999999986 0.083795000000000022 0.31334500000000004 0.55672500000000014 0.51314000000000015 0.11930500000000001 0.11789500000000001 0.087225000000000011 -0.016814999999999997 0.089245000000000005 0.11619500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 10 6 -1 9 -9 -3 -2 12 13 15 21 20 -17 18 -18 -20 -8 22 23 24 26 -26 27 -15 -28 -29
right_child=3 7 -4 -5 -6 -7 11 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 -27 28 29 -30 -31
leaf_value=0.01012148788315244 0.0016180499245310503 0.0087461408693343401 0.0033488690323310397 0.0070266396307420952 -0.0031878817064518276 0.002162464201997815 0.0073902053214222581 0.0030154862787042346 -0.0033759842626750469 0.0023628513772733684 0.0063179640591525567 0.010564098707400264 0.0022744044664585474 0.0070030161853087899 -0.00039307385062177974 0.010673431720998553 0.0067812317614100587 -0.00048615746020984194 0.0063214400783181196 -0.002479750793427229 0.012113894418192408 0.0012082162905823102 0.010227983564670598 0.002198369202251809 0.0063824828678237591 0.012951804596689596 0.0085726599260878816 0.0052695099475917285 0.0034273907260145421 0.010411035916989759
leaf_weight=30 257 20 147 27 22 37 77 35 23 43 22 20 38 277 24 27 448 26 36 20 30 22 21 39 30 21 101 1154 26 21
leaf_count=30 257 20 147 27 22 37 77 35 23 43 22 20 38 277 24 27 448 26 36 20 30 22 21 39 30 21 101 1154 26 21
internal_value=0 0.00568479 0.00582829 0.00205616 0.0016103 0.00597264 0.0060293 0.00251587 0.000480938 0.00438929 0.00198865 0.00597935 0.00594174 0.00599981 0.00574629 0.00666261 0.00626842 0.00604402 0.00638089 0.00317816 0.0087146 0.00583236 0.00589256 0.00583801 0.00592509 0.0090875 0.00582295 0.00567457 0.0075193 0.0053614
internal_weight=0 2793 2672 328 301 2525 2488 121 58 63 279 2458 2438 2400 1736 664 557 530 504 56 107 1712 1690 1669 1630 51 1579 1452 127 1175
internal_count=3121 2793 2672 328 301 2525 2488 121 58 63 279 2458 2438 2400 1736 664 557 530 504 56 107 1712 1690 1669 1630 51 1579 1452 127 1175
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 2 4 1 14 0 1 49 0 50 1 40 1 4 47 15 3 15 13 0 2 3 52
split_gain=30.2655 5.09072 2.40076 2.35452 1.68725 1.44487 1.29918 1.01036 0.969683 0.918986 0.760685 0.615834 0.417049 0.410637 0.407891 0.310878 0.294315 0.275957 0.265516 0.224876 0.203688 0.201485 0.170444 0.168083 0.164429 0.163931 0.156856 0.153203 0.149967 0.122986
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.062539999999999984 0.09253500000000002 0.062655000000000016 -0.22491999999999998 0.086920000000000011 -0.054984999999999992 -0.097024999999999986 0.041865000000000006 0.13265500000000002 -0.077714999999999992 0.13075500000000004 -0.013514999999999998 0.10350500000000001 -0.095869999999999983 -0.14186499999999996 -0.086254999999999984 -0.078279999999999975 -0.059114999999999994 -1.0000000180025095e-35 -0.10831999999999999 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 6 11 18 -8 12 -9 -5 13 -7 -1 -2 22 24 -11 -3 -4 23 -16 -15 -14 26 -22 -6 -17 -25 -27
right_child=1 4 19 10 16 8 7 9 -10 17 -12 -13 20 15 21 27 -18 -19 -20 -21 25 -23 -24 28 -26 29 -28 -29 -30 -31
leaf_value=0.0010701282375902049 0.00069172055812239742 0.00040165660106038074 0.00057813348991224184 0.00094565084631605264 0.00026855228447117088 0.00075284203511032772 0.00090076095333286362 0.00084629956977207111 0.00068505737455744364 0.0004966941006757595 0.00058172869820981386 0.0012485337047204422 0.0010886298766689269 0.00097121565819825479 0.0010484092940546664 0.00086664153396888487 0.00039021510697218558 0.00028168395380256185 0.00019523905098036516 0.00035355942037711347 0.0010047549154637238 0.00088745226505967955 0.00075287172043857794 0.00082981136638799857 -3.6536771621482047e-06 0.00087762727378596294 6.4992831436603421e-05 0.0010286744177762743 0.0010007471792409265 0.00097627279571458399
leaf_weight=1029 23 46 60 34 43 32 30 28 48 153 63 62 83 27 67 24 26 27 50 24 113 54 28 21 20 138 22 344 327 75
leaf_count=1029 23 46 60 34 43 32 30 28 48 153 63 62 83 27 67 24 26 27 50 24 113 54 28 21 20 138 22 344 327 75
internal_value=0 0.000539162 0.000777407 0.00100866 0.000417095 0.00102102 0.000486698 0.000564365 0.00095564 0.000515846 0.000709289 0.00105716 0.000972101 0.00104899 0.000931079 0.000997557 0.000207659 0.000464443 0.000294147 0.000513969 0.00098137 0.000976577 0.000860059 0.00100934 0.000151818 0.000944388 0.000199655 0.00101811 0.000990432 0.000912362
internal_weight=0 673 228 2448 445 2351 334 238 837 208 97 1514 789 1452 144 423 111 180 96 84 757 121 55 431 85 326 65 368 348 213
internal_count=3121 673 228 2448 445 2351 334 238 837 208 97 1514 789 1452 144 423 111 180 96 84 757 121 55 431 85 326 65 368 348 213
is_linear=0
shrinkage=0.00196078


Tree=6320
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 1 14 12 2 2 2 124 4 0 457 4 49 50 12 1 1 0 2 1 3 4 1 16 16 16
split_gain=24.8191 3.98607 1.89684 1.7921 1.23123 0.836705 0.782904 0.797712 0.762884 0.714208 0.818986 0.576697 0.49753 0.455429 0.433225 0.385103 0.344127 0.318556 0.279692 0.267332 0.247498 0.229404 0.226992 0.225551 0.216583 0.201558 0.192126 0.191939 0.189161 0.249301
threshold=0.10508500000000001 -0.059315 -0.065819999999999976 0.27834500000000006 0.14753000000000002 0.08864000000000001 0.076175000000000007 0.051320000000000005 0.13404500000000005 -1.0000000180025095e-35 0.10613000000000002 -0.079269999999999993 0.033845000000000007 -0.23194499999999998 0.083415000000000017 -0.15464999999999998 -0.054984999999999992 0.041865000000000006 0.088245000000000004 0.083345000000000016 0.12408500000000001 -0.12333499999999999 0.31358000000000003 0.13075500000000004 0.10732000000000001 0.42642000000000008 0.089875000000000024 -0.0048099999999999992 -0.013024999999999998 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 9 8 7 -1 13 -3 -11 -7 18 -4 -13 -12 -2 22 26 21 25 -14 -6 -5 28 27 -9 -17 -15 -30
right_child=1 4 5 23 17 11 -8 12 -10 10 15 14 19 24 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00068449249680152947 0.00066078343990005602 0.00034000720176122944 0.0012231108817187222 0.00058452184063997241 0.00024705149350785972 0.00058550559226083461 0.0012009772593169551 0.0010318895940685448 0.00066247729611966532 0.00075278920415699612 0.00073812428058362474 0.00089414488162256904 0.0011166221742749001 0.00089817523866397408 0.00063110926452486277 0.00050067628133194497 0.00092242940200281147 0.00043683229181010397 0.0009753661795442759 0.00074385621164943657 0.00033740007053041469 0.00090239649404020986 1.580517562532347e-05 0.00035961104469035989 0.00073818413151148098 0.0006354765531799599 0.00084595296883859319 0.00028795850977134633 0.0010671333847364814 0.0008200424661238988
leaf_weight=34 23 96 22 60 51 58 65 741 40 54 20 89 22 130 33 73 121 23 890 36 52 152 24 24 21 31 22 21 73 20
leaf_count=34 23 96 22 60 51 58 65 741 40 54 20 89 22 130 33 73 121 23 890 36 52 152 24 24 21 31 22 21 73 20
internal_value=0 0.00053705 0.000962214 0.000747868 0.000429036 0.000852549 0.000989379 0.000982129 0.000914947 0.000483847 0.000538861 0.000746471 0.000987561 0.000952912 0.000822996 0.000480221 0.000880639 0.00023496 0.000998982 0.000897661 0.00045108 0.000929482 0.000173053 0.000520262 0.00092855 0.00049837 0.00102653 0.000453154 0.000946477 0.001014
internal_weight=0 673 2448 228 445 486 1962 1897 306 347 251 180 1863 266 122 197 144 98 1653 210 177 174 75 84 244 125 763 94 223 93
internal_count=3121 673 2448 228 445 486 1962 1897 306 347 251 180 1863 266 122 197 144 98 1653 210 177 174 75 84 244 125 763 94 223 93
is_linear=0
shrinkage=0.00196078


Tree=6321
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 4 0 1 4 49 0 43 3 16 156 1 48 4 15 42 0 3 1 47 49 1 160
split_gain=18.8757 3.26687 1.70279 1.44202 1.08013 1.03993 0.679347 0.623306 0.572801 0.549783 0.510896 0.354582 0.335997 0.333436 0.290785 0.660167 0.269489 0.249393 0.241991 0.222574 0.230084 0.41678 0.367753 0.178759 0.168654 0.16491 0.15878 0.157453 0.155217 0.154448
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.12337000000000002 0.062655000000000016 0.13082500000000002 0.0061450000000000003 -0.11173999999999999 0.09253500000000002 0.27834500000000006 -0.054984999999999992 -0.07929499999999999 -0.04890499999999999 0.11658 -0.43320999999999993 -0.0071349999999999998 0.16540500000000002 0.093265000000000015 -0.42529999999999996 0.050935000000000008 0.087505000000000013 -0.15599999999999997 -0.12711499999999995 0.13075500000000004 0.078345000000000012 -0.053364999999999996 1.0000000180025095e-35 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 14 8 18 9 23 -4 16 -2 -11 26 -16 -10 -15 -7 20 28 22 24 -1 -22 -5 -3 -12 -19 -18
right_child=1 5 10 25 -6 7 -8 -9 11 13 27 -13 -14 17 15 -17 29 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077384027766681286 0.00057820144620742287 0.0003632491694667939 0.00079131585684408365 0.00052586046470510573 0.00057541624858999758 0.0002828817586154817 0.0010456877634499699 0.00054382754787176595 0.00091555650727965956 0.00090630580707260367 0.00058013602420945484 0.00055318464945882241 0.00083117688283777466 0.00099621176664012258 0.00071750981881360065 0.00042916801235636529 0.00088419900716418202 0.00082081611480163243 5.5719341936649059e-05 0.00069043458904056499 0.00049855290147502102 0.00086568061639914523 0.00085683762501267827 0.00055313663605868432 0.00070574622428619068 0.00033399697573508553 0.00056073728839264197 0.00037957383055962245 0.00098321042459839549 0.00075916867712581295
leaf_weight=43 24 72 34 61 48 183 84 35 73 1148 34 22 127 42 53 72 46 33 20 36 23 332 50 21 44 24 20 27 72 218
leaf_count=43 24 72 34 61 48 183 84 35 73 1148 34 22 127 42 53 72 46 33 20 36 23 332 50 21 44 24 20 27 72 218
internal_value=0 0.000488773 0.000856043 0.000675973 0.000866513 0.000391676 0.000872622 0.000302167 0.000866023 0.000879974 0.000598714 0.000794367 0.000790969 0.000886394 0.000489847 0.000551425 0.000810111 0.000850225 0.000260501 0.000839832 0.000849541 0.000830217 0.000729585 0.000701422 0.00063462 0.000471687 0.000406181 0.000491363 0.000932172 0.000780954
internal_weight=0 691 2430 236 2335 455 2287 238 2203 1844 95 359 151 1780 217 125 337 632 203 590 554 449 117 64 67 85 92 61 105 264
internal_count=3121 691 2430 236 2335 455 2287 238 2203 1844 95 359 151 1780 217 125 337 632 203 590 554 449 117 64 67 85 92 61 105 264
is_linear=0
shrinkage=0.00196078


Tree=6322
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 1 14 457 2 1 50 475 0 2 12 4 2 43 0 16 1 4 14 159 4 47 2 3
split_gain=13.3729 1.60517 1.43011 1.28917 0.87045 0.601963 0.470158 0.401733 0.385288 0.329682 0.376531 0.277386 0.228332 0.188619 0.179437 0.167344 0.158085 0.181188 0.154177 0.150374 0.13708 0.202987 0.135882 0.132077 0.128997 0.122231 0.129941 0.142443 0.112049 0.110883
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.077845000000000011 0.076975000000000002 0.080930000000000016 0.14122000000000004 0.089770000000000016 0.089465000000000017 -0.069854999999999987 -0.11991499999999998 0.17760500000000004 0.08815000000000002 -0.51253999999999988 0.14019000000000004 -0.080324999999999994 -0.076234999999999983 0.066275000000000014 0.10538500000000002 -0.036839999999999991 -0.46413499999999996 0.084250000000000005 0.27287000000000006 0.078345000000000012 0.088745000000000004 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 8 15 23 -4 11 10 13 16 14 -6 -13 -3 17 -1 24 -9 -16 -22 -15 -5 -2 26 27 -26 29 -19
right_child=1 5 7 6 9 -7 -8 19 -10 -11 -12 12 -14 22 20 -17 -18 28 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010089944887394999 0.00060014819828958625 0.00030335602001965668 0.00075859593681427604 0.00084612606020242561 0.00083689320914389763 0.00054229609975812358 0.00047269243098445682 0.00054021832697531756 0.00093956136450268866 0.00052280560954374013 0.00054380085135777561 0.00055618935077638516 0.00080880935978179568 0.00073213488060493018 0.00076060221534370671 0.00016439721485998226 0.0007838047213257561 0.00083552643135226473 0.00030175020056823925 0.0003561311208923025 0.00052001652438446412 0.00077008349589662614 0.00056563044149501656 0.00069472870429569949 0.00046707707695385701 0.00035999055049593841 0.00039465521097409816 0.00065699717554524402 0.00077372378618051742 0.00069992061600916906
leaf_weight=20 21 148 28 32 66 38 33 59 75 34 41 27 135 326 132 43 627 681 29 24 26 24 20 72 49 54 49 22 162 24
leaf_count=20 21 148 28 32 66 38 33 59 75 34 41 27 135 326 132 43 627 681 29 24 26 24 20 72 49 54 49 22 162 24
internal_value=0 0.000445323 0.00077313 0.00052678 0.000783112 0.000316913 0.000676608 0.000555502 0.000801777 0.000709024 0.000723001 0.000796216 0.000745954 0.000740834 0.000705354 0.000272072 0.000807636 0.000824481 0.000435144 0.000486988 0.000727483 0.000640049 0.00072251 0.000741313 0.000454982 0.000437462 0.000472323 0.000525926 0.000820225 0.00083091
internal_weight=0 590 2531 361 2420 229 137 111 1933 487 453 1858 344 412 209 191 1514 887 224 83 182 50 346 104 195 174 120 71 867 705
internal_count=3121 590 2531 361 2420 229 137 111 1933 487 453 1858 344 412 209 191 1514 887 224 83 182 50 346 104 195 174 120 71 867 705
is_linear=0
shrinkage=0.00196078


Tree=6323
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 1 2 0 1 4 4 12 2 49 1 12 15 150 2 0 15 4 1 1 47 47 16
split_gain=14.2105 2.36605 1.16161 1.00609 0.868402 0.760863 0.536015 0.433073 0.371489 0.325968 0.28712 0.465186 0.309759 0.244721 0.231205 0.221011 0.219563 0.217139 0.21695 0.212556 0.18767 0.165381 0.16332 0.184878 0.157524 0.160477 0.151165 0.137757 0.128967 0.119827
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 -0.025214999999999998 0.062655000000000016 0.092845000000000025 0.13501500000000002 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 -0.16363499999999997 -0.42850999999999995 0.11362000000000001 -0.054984999999999992 0.12656000000000003 0.087765000000000024 -0.098289999999999975 1.0000000180025095e-35 0.15950500000000004 -0.15202999999999997 -0.03241999999999999 -0.52556499999999995 0.089770000000000016 0.13075500000000004 0.090100000000000013 0.090280000000000013 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 17 10 -4 20 11 22 18 -8 -6 27 -2 -3 24 -13 -7 -16 -1 -24 -12 -26 -5 -15 -18 -11
right_child=1 4 8 26 14 9 13 -9 -10 29 12 19 -14 15 21 -17 28 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00089099853849776878 0.00048139749493018006 0.0003430839080703394 0.00066106410496722594 0.00043959854730691005 0.00026606390837068648 0.00068206610841005681 0.00063745743942026994 0.00088454389666824552 0.00041125271883275772 0.00040926849708343167 0.00094201401724757492 0.00069035598725983587 0.00063678869599697826 0.00042901787842748154 0.00014545004964866139 0.00034510227118549454 0.00075710791920672563 0.0002063377465721396 0.00072856209785060347 0.00045518362105363464 0.0005096481989389271 -7.465165073659017e-05 0.00079386285739526774 0.000585446173166917 0.00077536298559799529 0.00061849052568287968 0.0002554732988405139 0.00062135100504134432 0.0006289700662425624 0.00060588939010818054
leaf_weight=23 23 98 37 60 35 365 20 79 60 26 21 22 98 41 35 91 58 82 830 45 26 21 36 30 702 26 24 22 63 22
leaf_count=23 23 98 37 60 35 365 20 79 60 26 21 22 98 41 35 91 58 82 830 45 26 21 36 30 702 26 24 22 63 22
internal_value=0 0.000395107 0.00071682 0.00055753 0.000311888 0.000725496 0.000355805 0.000742398 0.000506542 0.00065188 0.000736272 0.000655811 0.000743757 0.000433408 0.000141047 0.000406908 0.000657011 0.000280788 0.000750395 0.000532404 0.000670601 6.29119e-05 0.000748713 0.000699128 0.00077459 0.00076976 0.000386991 0.000496182 0.000690392 0.000499386
internal_weight=0 673 2448 228 445 2351 354 1912 97 439 1833 156 1677 174 91 154 144 180 1579 67 391 56 89 66 749 728 84 63 121 48
internal_count=3121 673 2448 228 445 2351 354 1912 97 439 1833 156 1677 174 91 154 144 180 1579 67 391 56 89 66 749 728 84 63 121 48
is_linear=0
shrinkage=0.00196078


Tree=6324
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 2 4 49 150 2 50 1 40 2 1 1 47 1 133 481 0 2 4
split_gain=31.4499 5.3558 2.60423 2.29772 1.64983 1.51674 1.30324 0.860408 0.784022 0.767194 0.737078 0.510516 0.687321 0.495526 0.381658 0.377144 0.366546 0.338064 0.317952 0.247775 0.242898 0.23811 0.232949 0.228988 0.220878 0.163717 0.156016 0.148752 0.14802 0.143655
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.13501500000000002 0.089770000000000016 0.090425000000000019 -0.15289999999999995 -0.054984999999999992 1.0000000180025095e-35 -0.0091949999999999983 0.041865000000000006 0.13075500000000004 -0.077714999999999992 0.089005000000000015 0.13265500000000002 0.12958500000000003 0.10350500000000001 0.076935000000000017 -1.0000000180025095e-35 -0.0066299999999999996 -0.010949999999999998 0.31358000000000003 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 19 11 -4 22 15 20 16 -11 -2 24 -13 28 25 -3 -1 -15 -8 -16 27 -5 -22 29 -6 -7
right_child=1 4 8 18 17 10 9 -9 -10 13 -12 12 -14 21 23 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012559181411993248 0.00087771632780860042 0.00056916862418152591 0.0011182525295081022 0.00064287385546374874 0.00037371331859680564 0.0011778713848876264 0.001040223233977541 0.0014356150231309719 0.00074879030061962809 0.00096702485984446953 0.00087698992871332402 0.0009390371598347781 0.00082448663829944111 0.00067028490262591211 0.001229838515068482 0.00091728382190390959 0.0011969716606221772 0.00057789146166918495 0.000510449707660264 0.00036976634327541379 0.0012969448909260868 0.00045512222350659986 0.00077353576380832518 0.0010582474062385643 0.0012331599520498733 0.00085541798095954084 0.0011904737430152479 0.00098465838257869964 0.00019194074644664533 0.001088904892579276
leaf_weight=976 23 46 34 22 61 152 34 76 63 20 48 23 23 141 67 29 268 26 24 50 60 23 20 54 92 38 448 27 24 129
leaf_count=976 23 46 34 22 61 152 34 76 63 20 48 23 23 141 67 29 268 26 24 50 60 23 20 54 92 38 448 27 24 129
internal_value=0 0.000714542 0.00119314 0.000958912 0.000589337 0.00120613 0.000658164 0.00123126 0.000878293 0.000735953 0.00110742 0.00122262 0.00115079 0.000675644 0.00110925 0.0011332 0.00117659 0.000382237 0.000701189 0.000465313 0.00123782 0.00064011 0.00094145 0.00115326 0.00114885 0.000777485 0.00120305 0.00112367 0.000322389 0.00113703
internal_weight=0 673 2448 228 445 2351 334 1874 97 238 477 1798 314 184 144 429 291 111 84 96 1484 164 54 121 400 60 508 308 85 281
internal_count=3121 673 2448 228 445 2351 334 1874 97 238 477 1798 314 184 144 429 291 111 84 96 1484 164 54 121 400 60 508 308 85 281
is_linear=0
shrinkage=0.00196078


Tree=6325
num_leaves=31
num_cat=0
split_feature=1 52 3 39 47 4 2 52 48 51 12 16 4 2 2 123 159 15 151 3 4 157 151 159 12 16 3 47 4 11
split_gain=0.920701 0.209378 0.135668 0.0860714 0.0820516 0.0798909 0.0792535 0.0755115 0.0745181 0.0626421 0.0616418 0.0575616 0.0626933 0.0565736 0.0506778 0.050342 0.0528009 0.081486 0.0611767 0.059647 0.0797784 0.0499017 0.0490047 0.0481064 0.0455957 0.0610294 0.0871065 0.0726686 0.052764 0.0455773
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.087735000000000021 0.078345000000000012 0.40124500000000002 0.092120000000000021 0.19022000000000003 0.14174500000000004 0.11381000000000001 -0.42850999999999995 -0.45661999999999997 0.04735000000000001 0.15950500000000004 0.13913500000000004 0.084995000000000015 0.082585000000000006 -0.012384999999999998 -0.086769999999999986 -0.14186499999999996 -0.50262499999999988 -0.077664999999999998 -1.0000000180025095e-35 0.11639500000000001 0.11734000000000001 -0.42170999999999997 -0.078084999999999988 0.07813500000000001 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 7 -5 6 29 8 9 23 -4 -8 14 -12 15 16 18 -18 -13 -20 -21 -22 -23 24 25 -3 -27 28 -28 -1
right_child=1 2 10 4 -6 -7 11 -9 -10 -11 13 12 -14 -15 -16 -17 17 -19 19 20 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0098269159963926492 0.0099340950273391279 0.0067254367196518524 0.0048682657163590199 0.0025217005791741292 0.0079983468633145101 0.0034770424936802803 0.011592973860388156 0.0096387532525879678 -0.00022667401703074577 0.011484460184583441 0.0016980311265164664 0.0039444747927558166 0.0067229313807559872 -0.0044675090985203331 0.004012951201293617 0.0043356573342212606 0.017147005509052956 0.0093851398480565926 0.012254464554624927 0.002941700724080544 0.0054911744342569044 0.014188860303589276 0.009198746022272903 0.0092547548116382328 0.0097404377395287154 -0.0010068852646166789 0.0054895124705085022 0.010250950790941717 -0.00026352367550134658 0.012455268641866312
leaf_weight=1505 90 90 35 140 34 22 64 57 20 20 46 23 161 22 20 21 21 38 57 22 34 21 313 33 20 34 44 20 25 69
leaf_count=1505 90 90 35 140 34 22 64 57 20 20 46 23 161 22 20 21 21 38 57 22 34 21 313 33 20 34 44 20 25 69
internal_value=0 0.0054179 0.00478281 0.00542046 0.00359185 0.00947537 0.00953107 0.00629698 0.0056745 0.00608717 0.00145838 0.00871722 0.00846545 -0.000296702 0.00895763 0.00913744 0.00932805 0.0121478 0.00897408 0.00923288 0.00879126 0.00914096 0.0095125 0.00568135 0.00517525 0.00474659 0.00329866 0.00494348 0.00340508 0.00994214
internal_weight=0 730 640 537 174 2391 2369 363 306 286 103 795 731 68 570 550 529 59 470 447 390 368 334 266 233 213 123 89 69 1574
internal_count=3121 730 640 537 174 2391 2369 363 306 286 103 795 731 68 570 550 529 59 470 447 390 368 334 266 233 213 123 89 69 1574
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=31
num_cat=0
split_feature=1 52 1 12 150 4 4 16 132 2 11 158 2 3 3 0 49 131 9 10 51 11 11 16 15 41 0 1 0 52
split_gain=0.747306 0.186311 0.114327 0.0984522 0.0715059 0.0863882 0.060547 0.068596 0.0543765 0.0536383 0.052328 0.0514269 0.0756632 0.0504067 0.0533671 0.0443877 0.0658376 0.0421396 0.0418373 0.0450044 0.0388902 0.0622641 0.0638765 0.0503112 0.0818539 0.0676192 0.0628583 0.100227 0.0522018 0.0399715
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.085885000000000017 0.083250000000000005 -0.010384999999999998 0.042705000000000007 -0.43320999999999993 0.090440000000000006 0.13913500000000004 0.093970000000000012 0.086290000000000019 0.091545000000000015 0.10299500000000002 0.12745000000000004 0.024095000000000002 -1.0000000180025095e-35 0.091440000000000007 -1.0000000180025095e-35 -0.0087699999999999983 -0.13782999999999998 0.084110000000000004 0.080455000000000013 0.25084500000000004 -0.043924999999999992 0.075585000000000013 -0.11437499999999999 0.085110000000000005 -0.10011499999999998 -0.067494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 17 3 8 5 -5 9 11 18 13 -7 12 -8 20 -15 16 -4 -2 19 -3 -1 22 23 25 -25 26 27 -22 -28 -29
right_child=1 2 15 4 -6 10 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.010726914683425237 0.0099625368471961562 0.0047851001748953157 -0.0015524441793817899 0.012787071604942602 0.002346541976556182 0.0079507484335141886 0.0029731962885264133 0.006256328364563456 -0.00073876292223022102 0.0036116560170194136 0.0023031662972200486 0.013423656404484063 0.0098907425141078423 0.0019861832239919087 0.008951490935446187 -0.0022463835576283083 0.0038036596183718013 0.0048430881527019671 0.0049852801017307991 -0.0010439379695946207 0.010738415936163316 0.0042645414794484776 0.013877589479088785 0.0081394990759768651 0.0010211110602886904 0.012571089110356204 0.013302382654337972 0.0057298907631775364 0.008867110059657065 0.00011516678634853592
leaf_weight=109 82 27 29 31 25 75 21 215 21 20 21 24 64 22 22 21 110 20 285 26 30 30 25 70 21 49 27 32 1546 21
leaf_count=109 82 27 29 31 25 75 21 215 21 20 21 24 64 22 22 21 110 20 285 26 30 30 25 70 21 49 27 32 1546 21
internal_value=0 0.00497682 0.00437152 0.00510192 0.0072351 0.00819742 0.00856155 0.00729235 0.00419874 0.00876473 0.00671534 0.00933589 0.0081817 0.00881615 0.00546884 0.0020388 0.0026862 0.00895872 0.0045055 0.00192557 0.0088913 0.0087832 0.00885765 0.00878777 0.00649679 0.00891005 0.00880172 0.00611961 0.00894324 0.00350519
internal_weight=0 773 671 511 152 127 2348 324 359 2024 96 109 85 2004 44 160 139 102 338 53 1960 1851 1821 1796 91 1705 1656 83 1573 53
internal_count=3121 773 671 511 152 127 2348 324 359 2024 96 109 85 2004 44 160 139 102 338 53 1960 1851 1821 1796 91 1705 1656 83 1573 53
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=31
num_cat=0
split_feature=1 4 457 2 2 3 12 40 2 0 160 13 12 52 48 39 14 1 48 51 16 3 0 52 2 160 160 2 0 133
split_gain=0.605318 0.152538 0.136195 0.0839931 0.0731753 0.0610778 0.0600079 0.0814147 0.0537535 0.118689 0.053247 0.0527404 0.0551601 0.0519084 0.0513016 0.0505681 0.0456421 0.047618 0.104562 0.0816267 0.0610537 0.0541869 0.0502918 0.0547373 0.106906 0.0710082 0.0719181 0.0942872 0.0636242 0.0686314
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 0.12198500000000001 0.25063000000000007 -0.13309499999999996 -1.0000000180025095e-35 -0.0061149999999999998 0.11362000000000001 0.034820000000000011 -1.0000000180025095e-35 -0.11122999999999998 0.092465000000000006 0.12418000000000001 0.085485000000000019 0.10076500000000001 0.062655000000000016 0.085760000000000017 -1.0000000180025095e-35 0.078435000000000019 -0.083539999999999989 -0.15956499999999998 -0.14723999999999998 0.11277500000000001 0.086675000000000016 -0.089549999999999991 -0.015149999999999999 0.084305000000000005 -0.085754999999999984 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 5 -3 7 -2 15 10 -10 -8 -13 -7 -4 16 17 21 -19 20 -20 -1 -23 25 -25 -24 27 -27 29 -29
right_child=1 4 14 -5 -6 13 11 -9 9 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.013120008384188017 0.0068615679820889942 0.0058525662325943509 -0.0024097218623627789 0.0034794135577249107 -0.0024953443945075079 0.0018628709147286819 0.0039862581540364775 -0.00030511417021246066 0.0030400909638306725 -0.0010354860325432606 0.0078646682319231335 0.011085768844852031 0.0074404351843428505 0.0062635865529075329 0.0035173725656932222 0.002957376935297535 0.010118777734566141 0.0016106598599649529 0.010178925004804749 0.0040696114185045712 0.0072368738791727298 0.011866313279041965 0.010568400057917668 0.00081788395403017261 0.0073210161122278352 0.00026367258396930993 0.0082813102232889152 0.0076076596972330561 0.0086935045586829848 0.00098559922169380153
leaf_weight=21 51 69 23 80 24 198 30 23 28 21 125 58 146 31 40 21 88 34 89 66 340 33 113 29 197 24 965 34 91 29
leaf_count=21 51 69 23 80 24 198 30 23 28 21 125 58 146 31 40 21 88 34 89 66 340 33 113 29 197 24 965 34 91 29
internal_value=0 0.00447913 0.0056661 0.00636634 0.00281664 0.00324445 0.0071162 0.00463409 0.0077054 0.00601414 0.00698174 0.00790114 0.00847685 0.0024586 0.00135351 0.00784076 0.00788839 0.00779335 0.00697508 0.00734355 0.00784723 0.00807516 0.00800523 0.00791925 0.00648654 0.00817705 0.00794063 0.00609371 0.00700228 0.00455941
internal_weight=0 773 451 388 322 298 308 74 2348 174 153 234 204 229 63 2174 2153 2065 529 495 429 1536 1515 1482 226 1256 1143 178 154 63
internal_count=3121 773 451 388 322 298 308 74 2348 174 153 234 204 229 63 2174 2153 2065 529 495 429 1536 1515 1482 226 1256 1143 178 154 63
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 4 2 14 12 49 50 1 39 47 4 14 4 16 2 49 1 16 47 47 16
split_gain=24.0197 3.07231 2.48721 1.64003 1.44092 1.00088 0.945951 0.7883 0.745531 0.644747 0.523945 0.506453 0.455258 0.344494 0.335163 0.297826 0.291952 0.278857 0.272854 0.249664 0.238856 0.22817 0.216776 0.203284 0.203262 0.262289 0.221548 0.18601 0.181069 0.201791
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.095330000000000012 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.23246000000000003 0.11389000000000002 0.076175000000000007 0.11734000000000001 -0.012034999999999999 0.041865000000000006 0.12958500000000003 0.096625000000000016 0.091680000000000011 -0.033174999999999989 0.062655000000000016 0.052250000000000012 -0.12029499999999999 0.10444500000000002 -0.066019999999999981 0.10089500000000001 -0.088909999999999989 0.089640000000000011 0.077555000000000013 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 11 7 12 -3 -6 16 13 20 21 -8 -2 -7 -9 19 24 -11 28 -4 -23 -15 25 -10 -26 -16 29 -1
right_child=1 5 6 -5 8 15 10 9 18 17 -12 -13 -14 23 27 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0008361132620341667 0.00061851969011602747 0.00030169903105408899 0.00098336190597376788 0.00047240023818074329 0.0009596353756780384 0.00017963879008056659 0.00092238027221129473 0.00089438894029819605 0.00079173022544891793 0.00069465327529824356 0.00060898129357134592 0.00061182576728031803 0.0011715472658375774 0.00091552675452107697 0.0010164728812072084 0.00041945387876439287 0.00056706045261200743 0.00029162537118267618 0.00077799345112766814 0.00046583709347065128 0.0011177991986699707 0.00094770785821140873 0.00077651324749831996 0.00071487249006349561 0.00061800071420777002 0.00051766888417449641 0.00040469100830403182 0.0008326462670868518 0.0010390718580046308 0.00099990599480206748
leaf_weight=121 20 90 1381 74 28 85 427 22 29 22 25 22 47 30 33 26 20 29 31 110 22 105 39 55 36 25 39 59 31 38
leaf_count=121 20 90 1381 74 28 85 427 22 29 22 25 22 47 30 33 26 20 29 31 110 22 105 39 55 36 25 39 59 31 38
internal_value=0 0.000490382 0.000929709 0.000698913 0.000792298 0.000394375 0.000957204 0.000454445 0.000664471 0.000522164 0.000886154 0.000894996 0.000981475 0.000899688 0.000848573 0.000235812 0.000738518 0.000465724 0.000612817 0.000503973 0.000924382 0.000975617 0.000901343 0.000785692 0.000573123 0.00066485 0.00050708 0.000898584 0.000901986 0.000875259
internal_weight=0 590 2531 186 422 404 2109 293 188 203 537 234 1572 512 112 111 42 161 160 132 212 1525 144 85 129 54 75 92 190 159
internal_count=3121 590 2531 186 422 404 2109 293 188 203 537 234 1572 512 112 111 42 161 160 132 212 1525 144 85 129 54 75 92 190 159
is_linear=0
shrinkage=0.00196078


Tree=6329
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 4 1 2 0 1 3 12 150 15 4 3 3 40 4 0 16 160 1 47 4 1
split_gain=40.632 6.75644 3.85769 3.60189 2.32006 1.93279 1.30674 1.27553 1.08243 0.942399 0.932726 0.918545 0.703884 0.857481 0.630902 0.60467 0.482736 0.415431 0.406145 0.421887 0.336437 0.309935 0.285566 0.280752 0.380899 0.263614 0.257358 0.2529 0.24329 0.236572
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.40473500000000007 0.092845000000000025 0.14753000000000002 -0.10607499999999999 0.085345000000000018 0.30112000000000005 0.090455000000000021 1.0000000180025095e-35 -0.097454999999999986 -0.52556499999999995 -0.13927999999999999 -0.016324999999999996 -1.0000000180025095e-35 0.057560000000000007 -0.064339999999999994 0.083160000000000026 0.085755000000000012 0.15799000000000005 0.090100000000000013 0.0082450000000000006 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 12 8 14 -6 -5 16 13 -1 21 18 22 -15 -14 -20 -10 -4 29 -17 -25 -19 -9 -3 -21 -7
right_child=1 2 7 10 9 11 -8 26 20 -11 -12 -13 15 17 -16 23 -18 25 19 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011251726863430996 0.001121274226938483 0.0004880116381236442 0.00046490657523971156 0.00096776868736398044 0.00099647573507381923 0.0010343427312049693 0.001388684302660703 0.00014930650136979717 0.00041389031495497213 0.00058198196192582445 0.0005719318740934231 0.00066490875969464386 0.0014412590802884569 0.0010498541405460997 0.00025258195900263629 0.0010981703305738598 0.00077909811213460378 0.00054404966304918718 0.00089654833592874624 0.0011717961792706273 0.00019849070757929193 0.00073609360331491935 0.00094760083825205245 0.00074381690288012994 0.0011054148325343536 0.00085859345176529363 -0.00012836370879765096 0.0006739011006700943 0.0010342343236975722 0.0011574254049512614
leaf_weight=82 71 191 26 37 71 232 76 33 40 30 60 30 20 20 22 515 30 20 23 1000 92 43 104 21 24 21 21 33 52 81
leaf_count=82 71 191 26 37 71 232 76 33 40 30 60 30 20 20 22 515 30 20 23 1000 92 43 104 21 24 21 21 33 52 81
internal_value=0 0.000549203 0.000481732 0.0010932 0.000626641 0.00110848 0.00113684 0.000311713 0.000377189 0.000873359 0.000722921 0.000997043 0.0011262 0.000994215 0.000541719 0.0011376 0.00101933 0.000818173 0.0011644 0.00115925 0.000263763 0.000633907 0.00103662 0.00108519 0.000936669 0.000705157 4.13236e-05 0.000515397 0.001165 0.00106619
internal_weight=0 673 602 2448 325 2351 1874 277 223 101 97 477 1798 143 91 1655 447 61 1095 1075 132 69 417 560 45 41 54 224 1052 313
internal_count=3121 673 602 2448 325 2351 1874 277 223 101 97 477 1798 143 91 1655 447 61 1095 1075 132 69 417 560 45 41 54 224 1052 313
is_linear=0
shrinkage=0.00196078


Tree=6330
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 1 11 2 4 1 11 1 4 47 0 12 14 11 156 160 16 3 0 12 1
split_gain=26.0474 4.52636 2.71133 1.92446 1.68364 1.28012 0.862384 0.83013 0.756642 0.665019 0.652177 0.457768 0.431059 0.447192 0.282721 0.277789 0.366766 0.454297 0.266239 0.241775 0.238679 0.201474 0.200522 0.19396 0.188891 0.187799 0.178407 0.167448 0.166597 0.164896
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.10672500000000001 0.092845000000000025 1.0000000180025095e-35 0.14285500000000004 0.42051500000000003 0.087135000000000004 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 -0.23091999999999999 0.082480000000000012 -0.23083499999999998 0.082485000000000017 1.0000000180025095e-35 -0.067824999999999983 0.27776000000000006 -0.0025099999999999996 -0.23194499999999998 0.10061500000000002 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 12 11 28 -5 14 13 -4 27 16 25 -18 19 -3 -16 -21 -17 -24 -15 -10 -26 -1 -6 -14
right_child=1 2 7 10 9 -7 -8 -9 15 -11 -12 -13 29 24 20 22 17 -19 -20 21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012024744848410287 0.00098413953709467015 0.00064279653956325785 0.00050505063664041698 0.00089397914559596675 0.00098231509400933384 0.00065836880304333235 0.0005955808960339602 0.00060648260535460074 0.0009549726038355767 0.0005504589849242977 0.00056081412050260971 0.0011787429489643043 0.0002333069428521297 0.00043382038662804421 0.00083727013521678448 0.0011964917940398057 0.00097178643285598866 0.0006228451796821045 0.0006665919898260458 0.0005892703119974058 0.00098098118706127545 0.00041457054764814988 0.00088665301126300122 0.0011258175161645585 0.0003211652439515464 0.00086989804530265521 0.00011860042121078746 0.001021108588699838 0.00079976693545944421 3.7559587856272914e-05
leaf_weight=20 76 28 52 37 40 48 22 37 617 30 58 62 78 22 51 25 26 32 32 31 345 140 32 22 35 119 32 914 37 21
leaf_count=20 76 28 52 37 40 48 22 37 617 30 58 62 78 22 51 25 26 32 32 31 345 140 32 22 35 119 32 914 37 21
internal_value=0 0.000532703 0.000476916 0.00096414 0.000594776 0.00097527 0.000981921 0.000333102 0.000985674 0.00079811 0.000690573 0.00101405 0.000290956 0.000360586 0.00100638 0.00094042 0.000929387 0.000779267 0.000500591 0.000473897 0.000962473 0.000446241 0.00105131 0.00098409 0.00027618 0.000941217 0.000224418 0.00102499 0.000894597 0.000191785
internal_weight=0 691 615 2430 338 2335 2287 277 2265 107 95 1392 240 141 1330 873 794 58 231 199 396 171 79 54 89 736 67 934 77 99
internal_count=3121 691 615 2430 338 2335 2287 277 2265 107 95 1392 240 141 1330 873 794 58 231 199 396 171 79 54 89 736 67 934 77 99
is_linear=0
shrinkage=0.00196078


Tree=6331
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 2 4 1 14 4 1 1 3 4 1 0 40 131 1 47 12 160 2 0 10 3 13
split_gain=37.4169 5.91417 3.93616 3.13216 2.18823 1.88228 1.21815 1.12668 1.02772 0.908129 0.89035 0.826003 0.576882 0.829333 0.545748 0.545028 0.421482 0.387778 0.377756 0.343087 0.311665 0.281622 0.269611 0.267827 0.244198 0.235552 0.209692 0.207928 0.205432 0.254314
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13501500000000002 0.17025000000000004 0.11474000000000002 0.40945500000000007 0.092845000000000025 0.062655000000000016 -0.013125 0.093100000000000002 0.086920000000000011 0.30112000000000005 0.0067750000000000006 0.075045000000000014 -0.038659999999999993 -1.0000000180025095e-35 0.091440000000000007 0.11829500000000003 0.090100000000000013 0.095780000000000018 -1.0000000180025095e-35 0.086000000000000007 -0.067624999999999977 -0.38124499999999995 0.0022600000000000003 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 22 11 12 9 21 15 -5 14 17 23 -1 19 25 18 -7 -4 -2 -6 28 -14 -11 26 -16 -9 -3 -30
right_child=1 2 7 10 8 6 -8 27 -10 24 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012354905014817087 0.0012463449176533462 0.00053277349411262099 0.00053855615707857425 0.0010619064704152283 0.0011475562223716724 0.001167528347958342 0.00080076081543594747 0.00024776175895312662 0.00061261021331244819 0.00050538385835778544 0.0006751660516278611 0.0014430582306567512 0.0011474832377725754 0.00078232892939094495 0.0012019073507308869 0.00035753855191224292 0.00098542796561737218 0.0012742336425516341 0.0009735586634580639 0.00082788220058907481 0.00095980994841631721 0.00087712532749363017 0.00078290345825684333 0.0010289082887714911 0.00031601846198326132 0.00099898784156934699 0.0010081738347897445 -4.1967743149428976e-06 0.00053636466349781474 0.00075250104876856008
leaf_weight=1085 54 105 26 37 57 240 48 34 24 36 60 62 173 36 325 22 51 108 46 40 20 20 33 127 96 27 23 20 36 50
leaf_count=1085 54 105 26 37 57 240 48 34 24 36 60 62 173 36 325 22 51 108 46 40 20 20 33 127 96 27 23 20 36 50
internal_value=0 0.000645945 0.000581339 0.00116798 0.000727283 0.00118222 0.00110333 0.00040823 0.00096689 0.000470524 0.000822686 0.00122124 0.00112323 0.00106354 0.00121214 0.000624814 0.00115267 0.00117413 0.00113633 0.000713905 0.0011689 0.00107731 0.000619246 0.00109729 0.000367664 0.00117541 0.0011891 0.000154444 0.000590971 0.000662025
internal_weight=0 673 599 2448 325 2351 778 274 101 220 97 1573 730 336 1511 88 426 394 286 66 74 77 224 300 132 375 348 54 191 86
internal_count=3121 673 599 2448 325 2351 778 274 101 220 97 1573 730 336 1511 88 426 394 286 66 74 77 224 300 132 375 348 54 191 86
is_linear=0
shrinkage=0.00196078


Tree=6332
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 10 4 2 481 42 159 123 2 2 480 0 1375 14 1186 2 16 43 484 1428 2 50 4 1427 123 1447
split_gain=1.05954 0.221628 0.11815 0.105676 0.10084 0.0861689 0.0854927 0.0740757 0.0673033 0.0667482 0.0559225 0.0552239 0.0557998 0.15971 0.0545483 0.0531623 0.0529557 0.0492229 0.0491153 0.0526938 0.0590122 0.047087 0.0468117 0.0457337 0.057617 0.0439451 0.0741147 0.0435433 0.0382863 0.0374042
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.076779999999999987 -0.062879999999999978 0.41257000000000005 0.089885000000000007 -0.078899999999999984 -0.0060199999999999993 0.11576000000000002 0.11679000000000002 -1.0000000180025095e-35 0.10613000000000002 -0.085809999999999984 -0.23091999999999999 0.085425000000000015 -0.41076499999999994 0.085175000000000015 0.13404500000000005 0.11346000000000002 -0.080324999999999994 0.093765000000000015 0.094820000000000015 0.11411 0.11875500000000001 -0.012509999999999999 1.0000000180025095e-35 0.091810000000000017 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 11 9 -4 23 10 -9 -1 14 12 -3 -14 -6 -10 18 -8 19 27 -21 -11 28 24 -2 -16 -27 29 -15 -17
right_child=1 2 5 -5 7 -7 17 8 15 21 -12 -13 13 22 25 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010040215688208357 0.009455800843005591 0.0027595310489862013 -0.0043778678357955956 0.012271144607802854 0.015351183816790582 0.0028487208275148621 0.0088014542379162529 0.013029239987023176 0.004285874947284659 0.0068664977016548324 0.0067300253871103964 -0.0003040640405379236 0.010887433850439266 0.0035600821918606845 0.010740172002625734 0.013333986282426245 0.014112051701902049 0.0029624654273946015 0.0044730649728860171 0.002796572580933571 0.0098152902746654076 0.0009081337379202956 0.0089591756791130399 0.013195244364440443 0.0042923028656962113 0.0032524242154544311 0.011653935598830384 0.014180593823548408 0.0080011678520928737 0.0093199293077218959
leaf_weight=39 128 78 21 20 25 77 22 50 21 36 36 20 50 165 1288 24 23 42 21 25 23 21 22 25 26 21 21 20 22 709
leaf_count=39 128 78 21 20 25 77 22 50 21 36 36 20 50 165 1288 24 23 42 21 25 23 21 22 25 26 21 21 20 22 709
internal_value=0 0.00565013 0.0043935 0.00519761 0.010028 0.00130017 0.0081065 0.0101602 0.0094619 0.00685243 0.01062 0.00480133 0.00510432 0.00581047 0.0107234 0.00925593 0.00937945 0.00496962 0.00924703 0.00937219 0.00615971 0.00467131 0.00459589 0.00922806 0.00858404 0.0106364 0.00745318 0.00957697 0.00408256 0.00945136
internal_weight=0 718 475 377 2403 98 243 2307 916 96 1391 357 337 259 1355 866 845 64 822 801 48 57 209 179 154 1330 42 753 187 733
internal_count=3121 718 475 377 2403 98 243 2307 916 96 1391 357 337 259 1355 866 845 64 822 801 48 57 209 179 154 1330 42 753 187 733
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 4 14 2 4 0 1 0 4 47 159 151 3 3 150 131 2 52 3 13 0 1
split_gain=16.1843 2.59075 1.61151 1.32675 1.03792 0.735014 0.519213 0.473522 0.473047 0.423313 0.384558 0.371125 0.338992 0.251163 0.229373 0.281301 0.162309 0.15646 0.150285 0.199463 0.154555 0.149925 0.149801 0.144984 0.254428 0.138749 0.137507 0.130501 0.122573 0.119877
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.27834500000000006 -0.23091999999999999 0.085345000000000018 -0.098289999999999975 0.04735000000000001 0.090100000000000013 0.030370000000000005 -0.086769999999999986 -0.14186499999999996 -0.017889999999999996 0.083095000000000016 0.082750000000000004 0.31358000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.0049450000000000006 -0.080499999999999988 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 10 11 13 -5 -6 14 12 -4 -7 -1 22 18 26 19 -15 -21 -14 -16 24 -13 -18 -3 -17 -20 -30
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 23 21 16 15 27 25 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00081989579010920729 0.00077196452949269143 0.00033339022124282027 0.00046411088589146218 0.00072869601086933584 0.0007210958802358903 0.00055286646742081522 0.00049355668699340208 0.00053113404272141088 0.00044006729299128915 0.00045405377368805172 0.00096311193862084967 0.00017903223634539955 0.0003578799063438329 0.00059117413827298592 0.00071212966575135816 0.00079597169445859667 0.00066191248744798027 0.0005323930155011076 0.00092109979795303599 0.00085056765223597897 0.00075130863521208303 0.00019719107127141045 0.00049826949615688887 0.00030113240466544445 -7.687619175104534e-05 0.00076510302679486477 0.00043647646104186846 0.00068399162821000952 0.00068586902133839522 0.00088778731796671363
leaf_weight=881 76 100 39 34 74 25 37 41 61 33 59 59 33 27 34 361 122 32 41 69 479 69 20 20 20 85 99 45 26 20
leaf_count=881 76 100 39 34 74 25 37 41 61 33 59 59 33 27 34 361 122 32 41 69 479 69 20 20 20 85 99 45 26 20
internal_value=0 0.00043043 0.000388224 0.000770511 0.000479088 0.000779752 0.000277351 0.000737183 0.000543366 0.000638737 0.000808182 0.000244019 0.000308628 0.000746633 0.000801366 0.000765877 0.000752207 0.000405138 0.000767192 0.0007557 0.000763807 0.000249179 0.000632922 0.000152 0.000114245 0.000704285 0.000384674 0.00078356 0.000843143 0.00077366
internal_weight=0 691 615 2430 338 2335 277 935 95 107 1400 240 141 894 1341 460 869 231 662 575 548 102 54 99 79 207 199 406 87 46
internal_count=3121 691 615 2430 338 2335 277 935 95 107 1400 240 141 894 1341 460 869 231 662 575 548 102 54 99 79 207 199 406 87 46
is_linear=0
shrinkage=0.00196078


Tree=6334
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 1 4 2 14 0 15 52 4 4 0 16 16 47 131 2 160 3 4 12 12 2 4
split_gain=16.5565 2.5985 1.60842 1.29205 1.03282 0.788512 0.539686 0.53276 0.45033 0.404849 0.381857 0.360297 0.393287 0.341155 0.333419 0.378994 0.329425 0.30808 0.237592 0.207526 0.202512 0.197718 0.221132 0.185508 0.21341 0.18122 0.22115 0.170566 0.183391 0.192037
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.042705000000000007 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 1.0000000180025095e-35 0.24564500000000003 0.27834500000000006 -0.07929499999999999 -0.14771999999999999 -0.039889999999999988 0.090100000000000013 0.082750000000000004 0.31358000000000003 -0.067824999999999983 -0.016324999999999996 -0.49013999999999996 0.08401500000000002 0.09320500000000001 0.099185000000000009 -0.55119499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 10 11 -5 -6 16 12 13 -1 15 18 -4 -14 -9 -15 -3 22 -12 -18 -25 27 -27 28 29 -19
right_child=1 2 6 8 9 -7 -8 14 -10 -11 21 -13 17 19 -16 -17 23 25 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00089664973464666632 0.00078195654397870734 0.00039137030880515028 0.00047170295346811106 0.00074055031696044452 0.00072821906723859902 0.00054428425809258921 0.00050730304126235374 0.00085074808513004474 0.00045893741469220768 0.00046706573613789274 0.00017586298273064148 0.00094025982717073635 0.00082929402169324698 0.00051386774507762806 0.00080473515120419586 0.00045808338800168669 0.00041479955666332496 0.0011140894948267468 0.00066471651933738146 0.00074271944875591532 0.00055942846663004043 0.00033370754886966416 -6.2713682213250322e-05 0.00034852242317652684 0.00013709239937894629 0.00061657696758599719 0.00077177274061858013 0.00073117757203921771 0.00077430668425935718 0.00087195065693184304
leaf_weight=20 76 199 39 34 74 48 37 34 61 33 59 78 1178 39 110 28 23 20 118 25 32 20 20 29 50 38 497 36 32 34
leaf_count=20 76 199 39 34 74 48 37 34 61 33 59 78 1178 39 110 28 23 20 118 25 32 20 20 29 50 38 497 36 32 34
internal_value=0 0.000439912 0.000397643 0.00078388 0.000488419 0.000793 0.000286876 0.00079822 0.000559725 0.000647676 0.000252893 0.000809624 0.000804314 0.000673117 0.000719687 0.000667713 0.00031843 0.00081032 0.000706329 0.000603263 0.000414651 0.000159553 0.000115464 0.000259825 0.000214706 0.0007763 0.000760749 0.000844494 0.000891929 0.000961632
internal_weight=0 691 615 2430 338 2335 277 2287 95 107 240 1997 1919 84 290 180 141 1835 152 64 231 99 79 102 79 657 535 122 86 54
internal_count=3121 691 615 2430 338 2335 277 2287 95 107 240 1997 1919 84 290 180 141 1835 152 64 231 99 79 102 79 657 535 122 86 54
is_linear=0
shrinkage=0.00196078


Tree=6335
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 124 4 4 2 159 2 52 1 2 0 150 49 42 484 132 2 123 43 3 157 40 0 159 13 42
split_gain=1.06352 0.218227 0.111791 0.0967913 0.129774 0.0964135 0.0845768 0.0801649 0.0709505 0.0633251 0.0805034 0.0773443 0.121524 0.101107 0.0708709 0.0632979 0.0693483 0.0622474 0.0615643 0.0613058 0.0790207 0.0608278 0.0705618 0.0755319 0.0606809 0.0580483 0.0462595 0.0455911 0.0524861 0.0557626
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076779999999999987 0.41257000000000005 -0.062539999999999984 0.089885000000000007 0.082585000000000006 0.10882500000000002 -0.56368999999999991 0.086920000000000011 0.097845000000000015 -0.14001499999999997 0.083250000000000005 -0.056454999999999991 -0.0060199999999999993 -0.066214999999999982 0.088890000000000011 0.25063000000000007 0.10695000000000002 -0.078139999999999973 0.11658 -0.077664999999999998 -0.077474999999999988 -0.076234999999999983 0.11576000000000002 -0.10278499999999999 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 25 -5 17 -2 -6 27 11 18 -10 14 -14 -13 16 -16 -1 -11 20 -4 22 -9 -24 26 -3 -18 28 29 -7
right_child=1 2 19 4 7 8 -8 21 9 10 -12 12 13 -15 15 -17 24 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010036254240176044 0.0092298232935636975 0.0049433545821218512 0.0026752202974065493 0.011614546326516 0.0099745645420625806 0.017521098418080288 0.0049942496465519076 0.0016817437191176312 0.014143785848573315 0.0094165600862147082 0.0067483458611864739 0.015268083275295795 0.00030075459292641394 0.0078189997266064279 0.0033321450863565715 0.013185323866721438 0.0025080939694105287 0.0048515211088223419 0.014505380394070278 0.005963666114763802 -0.0039216456531236572 -0.00050593640411361347 0.0092486318503945796 0.0044597779505019045 0.0094659553836197348 0.00014839260722510517 0.0089997133689134253 0.0071298659307811041 0.010608710080114886 0.011022440639522582
leaf_weight=39 179 51 46 38 32 23 64 44 30 36 28 20 27 53 21 38 23 57 70 23 30 21 53 87 549 50 21 36 1301 31
leaf_count=39 179 51 46 38 32 23 64 44 30 36 28 20 27 53 21 38 23 57 70 23 30 21 53 87 549 50 21 36 1301 31
internal_value=0 0.00567683 0.00442988 0.00521707 0.00618941 0.010063 0.00811428 0.00531956 0.0101922 0.00950877 0.0115174 0.00916459 0.00896595 0.00528159 0.00940457 0.0092247 0.00897958 0.00695782 0.0127771 0.00144015 7.11943e-05 0.00459293 0.00517486 0.0062727 0.00917958 0.00256961 0.00560637 0.0106422 0.0107355 0.0137904
internal_weight=0 718 475 376 275 2403 243 237 2307 916 134 782 752 80 672 652 614 96 106 99 76 205 184 140 593 101 44 1391 1355 54
internal_count=3121 718 475 376 275 2403 243 237 2307 916 134 782 752 80 672 652 614 96 106 99 76 205 184 140 593 101 44 1391 1355 54
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 1 2 2 4 1 12 49 4 43 16 47 14 12 3 4 4 1 51 15 10
split_gain=46.1901 7.50802 4.191 4.00303 2.54034 2.09881 1.68647 1.36641 1.23026 1.16574 1.05325 1.0153 0.717782 0.728369 0.537288 0.420847 0.351887 0.350005 0.510046 0.346535 0.343875 0.277655 0.260713 0.249168 0.233231 0.232846 0.231592 0.280097 0.23027 0.275187
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.087135000000000004 0.082480000000000012 -0.078034999999999979 0.0052350000000000009 0.066275000000000014 -0.10850999999999998 0.090100000000000013 0.096015000000000017 0.09141500000000001 -0.016324999999999996 -0.036839999999999991 0.0067750000000000006 0.11669000000000002 -0.085989999999999997 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 6 7 11 -6 12 -5 14 13 -4 -1 -16 -12 18 -13 -19 26 -9 -20 -15 -2 -17 27 -3 -14 -30
right_child=1 2 9 10 8 -7 -8 21 -10 -11 16 17 28 23 15 25 -18 19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013184315396619292 0.001334152498665978 0.00041085337708685917 0.00065378535782429433 0.0011260545615970469 0.0011370196568403362 0.00084858485269268934 0.00074578887642988184 0.001582510760266541 0.00066343301359344934 0.00073389815049128488 0.00084671628467649078 0.0012566925966893483 0.00035003798890530187 0.00048839254335202031 0.0010681490965895523 0.0012720303760466879 0.00055359620890550439 0.0012222437773973204 0.00090035914936486411 0.0010782444863739454 0.00080660749370684882 0.0013335552946146991 0.0011530424714120461 0.00028906088144041393 0.001087913170359493 0.0010856338095765153 0.00046317747726567631 0.00066036749189615697 0.00029277602221597642 1.4231675030554042e-05
leaf_weight=934 50 20 44 34 71 48 24 61 30 37 31 506 32 36 52 323 32 121 20 137 33 24 73 73 21 28 43 128 25 30
leaf_count=934 50 20 44 34 71 48 24 61 30 37 31 506 32 36 52 323 32 121 20 137 33 24 73 73 21 28 43 128 25 30
internal_value=0 0.00065827 0.000587146 0.00123828 0.000738185 0.00125439 0.00126285 0.00126829 0.00099635 0.000409935 0.000847929 0.00125884 0.00035999 0.000440851 0.00129261 0.00123277 0.00069783 0.00120616 0.00123216 0.00114578 0.00062178 0.00151222 0.0010987 0.000354895 0.00126132 0.00125716 0.000589847 0.000626649 0.000217788 0.000140843
internal_weight=0 673 602 2448 325 2351 2303 2279 101 277 97 2194 240 153 1337 403 63 857 599 258 224 85 93 109 71 351 191 148 87 55
internal_count=3121 673 602 2448 325 2351 2303 2279 101 277 97 2194 240 153 1337 403 63 857 599 258 224 85 93 109 71 351 191 148 87 55
is_linear=0
shrinkage=0.00196078


Tree=6337
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 4 1 2 15 2 9 42 39 0 10 12 2 4 4 16 0 1 43 160 3 16 13 0 12 4
split_gain=1.06013 0.25895 0.154145 0.108589 0.090616 0.0849045 0.0791593 0.0925887 0.0891507 0.0722395 0.168371 0.079782 0.0784221 0.0684434 0.0670645 0.0633949 0.0618697 0.0594785 0.0769621 0.113532 0.0585524 0.058405 0.0578916 0.0572789 0.056572 0.0542926 0.0537344 0.051135 0.0718059 0.0684779
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.4136149999999999 0.042705000000000007 0.083345000000000016 0.087955000000000019 -0.093244999999999981 0.10252500000000002 -1.0000000180025095e-35 -0.018024999999999996 0.096625000000000016 0.024095000000000002 -0.0026549999999999994 -0.42850999999999995 0.13913500000000004 0.42642000000000008 -0.031404999999999995 -0.0073349999999999986 -0.069444999999999993 0.13501500000000002 -0.074359999999999996 0.086870000000000017 0.10299500000000002 -0.45661999999999997 0.0076650000000000008 -0.084044999999999995 -0.085119999999999987 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 16 7 -7 -8 10 14 -11 17 22 -6 -4 24 18 -13 23 -19 -17 -12 -20 27 -9 -24 -1 -29 -30
right_child=1 2 15 4 9 6 8 25 -10 11 13 12 -14 -15 -16 21 -18 20 19 -21 -22 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=0.010985328840556634 0.010472906504611613 0.011782396392663942 0.004963694136323674 0.012000785702839495 0.004553316770854624 0.015857711825519798 0.0082856772886589179 0.011119795300598657 0.00057634332721742492 -0.00038460546022500187 0.0069569719177243125 0.0095741895994601346 0.0013190156077379708 0.0034855821169912818 -0.0023605335046340773 0.0032286415674856734 0.0047543444344773887 0.010724500108610939 0.0039758550800739773 -0.0023131284647836133 0.0043824345979373907 -0.0027262044842063914 0.013327082854873957 0.009869323819875717 0.006797817419283092 0.0078107531486902573 0.0071383772231638429 0.0041691468939894722 0.012778724773332133 0.0098339954859003233
leaf_weight=887 102 28 35 20 47 20 40 70 24 34 49 26 54 22 20 28 20 37 94 26 24 40 47 20 44 170 20 21 86 966
leaf_count=887 102 28 35 20 47 20 40 70 24 34 49 26 54 22 20 28 20 37 94 26 24 40 47 20 44 170 20 21 86 966
internal_value=0 0.00577851 0.00506491 0.00571034 0.00539549 0.0100481 0.00854515 0.00932065 0.00539468 0.00514144 0.00660249 0.0041906 0.00474419 0.00859938 0.00248948 0.00150566 0.0102887 0.00555898 0.00457774 0.00364983 0.00822926 -0.000274209 0.00956924 0.0050098 0.0103439 0.00877589 0.0114797 0.0104235 0.00995914 0.0100747
internal_weight=0 773 671 568 540 2348 324 260 64 520 205 315 281 138 67 103 2024 227 166 140 61 68 116 114 2004 240 67 1960 1073 1052
internal_count=3121 773 671 568 540 2348 324 260 64 520 205 315 281 138 67 103 2024 227 166 140 61 68 116 114 2004 240 67 1960 1073 1052
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=31
num_cat=0
split_feature=1 52 3 47 50 48 0 3 147 3 14 4 0 0 150 157 0 160 0 13 16 16 401 11 3 475 52 12 52 0
split_gain=0.858702 0.209749 0.124857 0.0896019 0.0932117 0.0987754 0.0849202 0.0680539 0.0850299 0.110604 0.0666942 0.0674836 0.0979991 0.113024 0.0673496 0.11415 0.10162 0.0655099 0.0752364 0.0564607 0.0794794 0.0550307 0.10232 0.110484 0.0637242 0.0570183 0.0539668 0.0538254 0.0536208 0.0524971
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.078345000000000012 0.10616500000000001 -0.081134999999999999 0.18019500000000002 0.099930000000000005 1.0000000180025095e-35 0.149315 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 -0.14832499999999996 0.09487000000000001 -0.029304999999999998 -0.11242999999999999 0.055845000000000006 -0.061629999999999997 -0.47860499999999995 -0.096824999999999981 0.0073350000000000004 0.080710000000000018 1.0000000180025095e-35 -0.10831999999999999 -0.086169999999999983 -0.07278999999999998 0.099815000000000015 0.12492500000000002 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 10 28 9 -9 11 12 13 26 15 -13 -17 18 -5 -4 -21 -14 23 24 -23 -26 -1 -27 29 -7
right_child=1 2 19 17 -6 7 -8 8 -10 -11 -12 14 21 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.01197626657251801 0.0094256158000515667 0.010286481492221356 0.0034173705902127227 0.0075057155629294206 0.009397523428025821 0.0019879221011554669 0.0035690906124987774 0.013719403120162694 0.001522661842405796 0.0041105216848663986 0.011793815729658257 0.0024512504497843403 0.0096926788856078784 -0.00077645971439778807 0.0038662761843834929 0.011794301681774892 0.0077464207929248616 0.01255052519903984 0.0012117589537924886 -0.0060016302799340343 0.0024559950996190308 0.0027172440616413953 0.0013753264816477896 0.014431667550196571 0.011876350368203765 0.008585841768460039 0.0052701256887563172 0.00460876869270578 0.0073549740908977887 0.0070918139535933733
leaf_weight=21 102 23 58 109 34 240 28 23 25 25 89 31 1388 20 39 84 237 20 23 20 25 20 20 31 44 228 28 40 24 22
leaf_count=21 102 23 58 109 34 240 28 23 25 25 89 31 1388 20 39 84 237 20 23 20 25 20 20 31 44 228 28 40 24 22
internal_value=0 0.00520066 0.00455842 0.00513931 0.0043801 0.00393352 0.0090433 0.00352651 0.00625172 0.00871478 0.00910937 0.00900228 0.00925581 0.00555849 0.0078092 0.00824606 0.00880568 0.00721713 0.00640904 0.00135509 -0.00130295 0.00939986 0.00833868 0.00872234 0.00818924 0.00854001 0.00814419 0.00799225 0.00283091 0.00241649
internal_weight=0 773 671 568 416 382 2348 359 73 48 2320 2231 1840 69 391 352 321 152 132 103 45 1771 383 363 332 312 49 268 286 262
internal_count=3121 773 671 568 416 382 2348 359 73 48 2320 2231 1840 69 391 352 321 152 132 103 45 1771 383 363 332 312 49 268 286 262
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 2 11 1 4 1 12 15 475 15 1 49 1 50 0 12 15 16 0 52 11
split_gain=23.7628 3.02981 2.50201 1.61802 1.45573 1.18453 1.08121 0.723194 0.685483 0.661387 0.862245 0.545634 0.520443 0.481634 0.340377 0.344193 0.290749 0.288277 0.282285 0.288418 0.965418 0.264283 0.243058 0.242003 0.233524 0.203083 0.227472 0.202638 0.201471 0.194696
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.12043500000000001 0.14285500000000004 0.090050000000000005 0.27834500000000006 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.092845000000000025 -0.062539999999999984 0.086920000000000011 0.082480000000000012 -0.41942499999999994 -0.08230999999999998 0.024640000000000006 0.089770000000000016 -1.0000000180025095e-35 0.12408500000000001 0.041865000000000006 -0.23091999999999999 0.095935000000000006 -0.089964999999999976 -0.11118499999999999 0.048635000000000005 -0.53964499999999982 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 7 9 11 28 17 -3 -11 14 -4 -12 23 -16 -6 -8 19 24 -21 -15 25 -1 -19 26 -7 -22 -2 -20
right_child=1 5 12 -5 16 22 8 -9 -10 10 13 -13 -14 21 15 -17 -18 18 29 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012580498059590658 0.0011035594971690133 0.00037104039284053679 0.00087993477876374627 0.00062278508961460431 0.00063177740398575276 0.0003593480420658578 0.0010667631954745301 0.00060759497163413321 0.00069885515554000575 0.00089245547412657264 0.00080042504448961924 0.0012077592103706945 0.0005951207848764249 0.0005368903710810533 0.00083733548342859211 0.0009999735485959017 0.00034323018454323809 0.00097418616159832699 0.00098092201475308695 0.00045080450463459156 0.00081944326251870447 0.00035941654364503002 0.00043900342114539437 0.0010400252926015255 0.00088328726667704965 6.0170594895002889e-05 0.0001062347069747892 0.0010495643763508999 0.00089410806807109803 0.0011621176252762477
leaf_weight=20 23 90 37 45 25 43 85 33 41 28 21 65 74 108 58 364 29 284 259 21 28 46 26 918 176 22 20 31 76 25
leaf_count=20 23 90 37 45 25 43 85 33 41 28 21 65 74 108 58 364 29 284 259 21 28 46 26 918 176 22 20 31 76 25
internal_value=0 0.000540942 0.000977914 0.000991118 0.000748026 0.000445602 0.000998097 0.000858975 0.000946858 0.000510951 0.00057298 0.00103226 0.000690059 0.000521864 0.00102387 0.00097762 0.000476817 0.000958044 0.000946829 0.00092051 0.000811848 0.000483879 0.000273104 0.00104467 0.000939407 0.000222358 0.000278995 0.000940354 0.000942769 0.000996872
internal_weight=0 590 2531 2420 186 404 2375 132 950 293 203 1425 111 175 1360 422 54 909 824 540 80 154 111 938 460 85 63 59 99 284
internal_count=3121 590 2531 2420 186 404 2375 132 950 293 203 1425 111 175 1360 422 54 909 824 540 80 154 111 938 460 85 63 59 99 284
is_linear=0
shrinkage=0.00196078


Tree=6340
num_leaves=31
num_cat=0
split_feature=1 3 1 2 484 12 42 0 2 1 1 0 0 52 16 16 41 47 1210 403 11 403 484 13 13 16 14 16 2 480
split_gain=0.816826 0.131785 0.116572 0.0941244 0.0902877 0.0876882 0.0870601 0.0847135 0.0717251 0.103415 0.0746021 0.0770222 0.0711045 0.0700353 0.0700296 0.0644565 0.0574393 0.0573161 0.0516257 0.0490388 0.0488125 0.048535 0.0465188 0.0579377 0.0718126 0.0647459 0.0544168 0.0997574 0.0674148 0.0455205
threshold=0.10920500000000001 -0.034684999999999994 0.090540000000000023 0.11411 -0.020124999999999994 0.088795000000000013 0.091545000000000015 -0.036484999999999997 0.089005000000000015 0.088485000000000022 0.085345000000000018 0.041630000000000007 0.034820000000000011 0.10473500000000001 0.023255000000000001 0.52822500000000006 0.08690500000000001 0.089640000000000011 -0.15347999999999998 -0.52336499999999997 1.0000000180025095e-35 -0.079154999999999989 -0.070054999999999992 -1.0000000180025095e-35 0.00084500000000000016 -0.50690499999999983 -0.073394999999999974 -0.020119999999999996 0.12358500000000001 -0.085809999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 7 -4 6 15 17 18 10 11 20 22 14 -13 -6 -5 -2 -1 -7 -10 -21 -3 26 25 -25 27 -24 -28 -20
right_child=1 12 4 16 5 19 -8 -9 9 -11 -12 13 -14 -15 -16 -17 -18 -19 29 21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.014401669982312758 0.013254121662521358 -0.00099706004781182863 0.011652980601091101 0.0025620833200006403 0.0056168167104232811 0.0037675017850812183 -0.00049895697628103556 0.0037246129762691753 0.008601258522375128 0.0014724066480994225 0.014461427802840869 0.0023988680355250835 -0.0018615841679275038 0.0005204531053702037 0.009646089598536493 0.010915830169016353 0.0085558362305164348 0.0079488124165176741 0.01363948978161296 0.012871047936379909 0.013603281071409585 0.0082180217358558388 0.010669852868886665 0.0037638502026146113 0.0017891603486182598 0.010580619868185176 0.0039685538342303555 0.0020823402157534037 -0.00014950089090104616 0.0094026648580102443
leaf_weight=22 32 20 46 67 196 22 21 30 795 21 21 20 25 21 40 26 21 56 26 25 20 217 24 22 26 38 92 31 70 1028
leaf_count=22 32 20 46 67 196 22 21 30 795 21 21 20 25 21 40 26 21 56 26 25 20 217 24 22 26 38 92 31 70 1028
internal_value=0 0.00446302 0.00869695 0.00646765 0.00741092 0.00702604 0.00565527 0.00831359 0.00905006 0.0084109 0.0085698 0.00843171 0.00327637 0.00549075 0.00723035 0.00623742 0.00399241 0.00987802 0.00960725 0.00828777 0.00872401 0.00869871 0.00367404 0.00398237 0.00617891 0.00808114 0.00311185 0.00582962 0.00218915 0.00950718
internal_weight=0 554 2567 206 553 507 243 118 2014 938 917 896 348 81 60 222 88 88 1076 264 815 242 323 303 86 60 217 55 162 1054
internal_count=3121 554 2567 206 553 507 243 118 2014 938 917 896 348 81 60 222 88 88 1076 264 815 242 323 303 86 60 217 55 162 1054
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 14 1 2 2 2 34 2 12 1 0 49 47 0 43 3 4 16 3 3 131 2 0
split_gain=16.7974 2.8501 1.74589 1.23688 0.985866 0.893628 0.823606 0.68421 0.556655 0.513022 0.411498 0.404636 0.395421 0.429734 0.278068 0.218431 0.185637 0.168873 0.162282 0.160978 0.144323 0.13652 0.19418 0.16861 0.141765 0.135999 0.182203 0.122431 0.267154 0.120436
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 0.094835000000000017 0.10345000000000001 0.085345000000000018 -0.098289999999999975 0.088340000000000016 0.090100000000000013 -0.22491999999999998 0.0010100000000000003 -0.097174999999999984 0.0052350000000000009 -0.10850999999999998 1.0000000180025095e-35 0.11658 0.08844500000000001 0.31358000000000003 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 19 6 8 12 10 14 16 -6 13 -4 -1 -15 29 -18 -16 25 -12 23 -23 -22 -25 -3 -27 28 -14 -5
right_child=1 2 7 5 11 -7 -8 -9 -10 -11 20 -13 27 15 18 -17 17 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00085328728670165644 0.00077908748214904858 0.00032734324430645095 0.00014500393556818479 0.00096904033247162305 0.00069508332550828665 0.00036577794919995699 0.00049192895219480161 0.00050938711259820098 0.00094156772988847109 0.00046022145300715541 0.0006052555304667226 0.00041394195832637998 0.00016396145509564819 0.00032180953043444593 0.00049260861964689365 0.00055073419728593606 0.0006555390659281436 0.00078226467013632161 0.00071233465891926227 0.00052818196583721854 0.00078729346446713803 0.00055629288600314228 0.00073156490688151073 0.00077640990976877923 0.00066026566443645989 0.00053419878199704031 0.00036204459900462553 0.00027856431116222167 -9.1451793799505514e-05 0.00081511966225114487
leaf_weight=28 76 100 45 20 81 20 37 37 86 64 27 26 74 59 24 22 45 398 28 32 420 28 184 74 89 39 60 20 20 858
leaf_count=28 76 100 45 20 81 20 37 37 86 64 27 26 74 59 24 22 45 398 28 32 420 28 184 74 89 39 60 20 20 858
internal_value=0 0.000420866 0.000376598 0.000767328 0.000471174 0.000778431 0.000782073 0.000261194 0.000786889 0.000591071 0.000780682 0.000626769 0.000222931 0.000298636 0.00069575 0.000383987 0.000802115 0.000769392 0.000610923 0.000399102 0.000746238 0.000751026 0.000708416 0.00076652 0.000712994 0.000378345 0.000429863 0.000139258 0.000109618 0.000818626
internal_weight=0 691 615 2430 338 2286 2266 277 2229 144 2143 107 240 126 80 81 1321 443 52 231 822 795 212 583 163 199 99 114 94 878
internal_count=3121 691 615 2430 338 2286 2266 277 2229 144 2143 107 240 126 80 81 1321 443 52 231 822 795 212 583 163 199 99 114 94 878
is_linear=0
shrinkage=0.00196078


Tree=6342
num_leaves=31
num_cat=0
split_feature=1 155 2 457 9 2 10 0 50 14 15 45 4 1 1 10 0 43 3 49 3 4 0 402 402 43 13 133 49 0
split_gain=0.757876 0.190885 0.126539 0.0951648 0.100757 0.075836 0.12102 0.0669365 0.0649431 0.0622743 0.0654094 0.0597928 0.0627786 0.0613814 0.10003 0.0577614 0.0558058 0.0666145 0.0553944 0.0502604 0.0499915 0.0744009 0.0558499 0.0639619 0.0833206 0.0892482 0.0678111 0.0857922 0.0599312 0.0591647
threshold=0.10124500000000002 0.11245500000000001 0.13093500000000002 0.079590000000000008 -1.0000000180025095e-35 0.10672500000000001 0.058500000000000003 0.18019500000000002 0.086295000000000011 -0.23083499999999998 -0.21699999999999997 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.093400000000000025 -0.0087699999999999983 -0.23091999999999999 -0.052894999999999991 0.42240500000000009 0.092560000000000017 0.086245000000000016 -0.46376499999999993 -0.084044999999999995 0.2506000000000001 0.08865000000000002 -0.040344999999999992 0.0061450000000000003 -0.0061299999999999992 0.11560500000000001 -0.084509999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 15 6 -6 11 18 -7 -11 12 20 19 -15 -2 -5 -18 -4 -14 22 -22 28 24 26 -26 -24 -28 29 -1
right_child=1 -3 8 16 5 9 -8 -9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0094177170523739497 0.0049676333266474755 0.010059518800434573 0.0020812283684464813 0.0064096903561481414 0.0087679385678428746 0.0088981966680750767 0.002557394560120118 0.0036661892829995069 0.0055423191700053089 -0.00081496887840330594 0.0049467191981372016 0.013773498614318669 0.0092692611246513058 -0.0010269378650594842 0.0075319277812215873 -0.0011074291064468182 0.0034120912250551966 -0.0036053602680719147 -0.0034425579033614626 0.0064721746695609247 0.0097618844132133144 0.0046351967986835085 0.0086335218125278106 0.0033848095275461677 0.015492818307018642 0.0091698879180341104 0.0021797010889025156 0.0075707359473884406 0.0043338623067194762 0.013189322630536149
leaf_weight=760 34 66 134 21 180 29 38 28 48 25 93 22 130 22 36 29 31 24 21 127 48 69 730 25 33 69 37 146 22 44
leaf_count=760 34 66 134 21 180 29 38 28 48 25 93 22 130 22 36 29 31 24 21 127 48 69 730 25 33 69 37 146 22 44
internal_value=0 0.00491632 0.00443619 0.00528524 0.00586428 0.00650172 0.00768537 0.00852632 0.00232819 0.00474638 0.00372602 0.00858497 0.0085353 0.00722389 0.00428546 0.00217118 0.00202434 0.000349931 0.00133284 0.00788704 0.00874362 0.00673845 0.00886934 0.00838178 0.00850486 0.0112155 0.00820202 0.00648075 0.00948322 0.00962412
internal_weight=0 773 707 504 428 365 218 2348 203 147 118 2320 2298 315 58 63 76 55 155 257 1983 117 1866 1040 1015 102 913 183 826 804
internal_count=3121 773 707 504 428 365 218 2348 203 147 118 2320 2298 315 58 63 76 55 155 257 1983 117 1866 1040 1015 102 913 183 826 804
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 4 2 1 4 2 2 50 1 1429 49 51 15 52 1 15 1 0 1 52 49 0 16
split_gain=18.2835 3.18219 1.8768 1.56095 1.31488 1.11099 0.738292 0.696015 0.683192 0.533486 0.450895 0.383992 0.321887 0.418977 0.299875 0.271229 0.39093 0.229835 0.212948 0.163285 0.158652 0.164403 0.242161 0.177758 0.180878 0.154199 0.150564 0.148354 0.178516 0.141718
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.27834500000000006 0.092235000000000025 0.09253500000000002 -0.35136499999999998 -1.0000000180025095e-35 0.10467500000000002 0.041865000000000006 0.080270000000000022 0.084690000000000015 -0.054984999999999992 -0.086719999999999978 -0.081924999999999984 -0.56176499999999996 0.089770000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.038659999999999993 0.14699000000000004 0.26521500000000003 0.082865000000000008 -0.12333499999999999 -0.49446999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 8 17 9 15 -5 -3 29 -14 19 26 27 -6 -15 25 -11 23 -23 24 -22 -4 -1 28 -17 -13
right_child=1 2 14 10 7 -7 -8 -9 -10 20 -12 12 13 18 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007997519580266628 0.00075894433099649638 0.00056014177349268213 0.00019684256450990502 0.00067645134930654658 0.00047013759193028888 0.00045668965143157668 0.00093852881486523269 0.00036025383540972739 0.00040742865532849133 0.00083410032192234257 0.00039466179797155839 0.00032510736246961134 0.0005762232520286814 0.00012420039445928792 0.00029636955923504298 0.00061637390313165283 0.00048332166560857481 0.00070886035751774757 0.00033712657290494531 -6.8142976879303536e-05 0.00071473872636635891 0.00046255199764019404 0.00073016709500578199 0.00087664094753563398 0.00058649115689981732 1.9214071562076515e-05 0.00068109619103769604 0.00091586789371920563 0.0007548256522906954 0.0001574536573305295
leaf_weight=938 76 25 42 34 20 48 84 47 22 37 61 28 27 20 30 39 22 69 186 24 523 26 26 24 46 34 43 20 437 63
leaf_count=938 76 25 42 34 20 48 84 47 22 37 61 28 27 20 30 39 22 69 186 24 523 26 26 24 46 34 43 20 437 63
internal_value=0 0.000380428 0.000333652 0.000741891 0.000389731 0.000751915 0.000758111 0.00055328 0.000751232 0.0007547 0.000495513 0.000325999 0.000307933 0.000346556 0.000124433 0.000775385 0.000739088 0.000655215 0.000316454 7.28523e-05 0.000709236 0.000702073 0.00059636 0.000711343 0.000704371 0.000117377 0.000794551 0.000750433 0.000743482 0.000209039
internal_weight=0 691 615 2430 485 2335 2287 136 2203 2181 95 349 324 233 130 1499 518 89 206 100 682 645 52 593 569 76 981 496 476 91
internal_count=3121 691 615 2430 485 2335 2287 136 2203 2181 95 349 324 233 130 1499 518 89 206 100 682 645 52 593 569 76 981 496 476 91
is_linear=0
shrinkage=0.00196078


Tree=6344
num_leaves=31
num_cat=0
split_feature=1 155 1 12 51 2 14 124 15 4 150 132 15 43 4 43 150 51 1212 1212 157 0 4 12 1374 1212 12 4 151 12
split_gain=0.710975 0.17343 0.120168 0.0875375 0.0684657 0.0656188 0.0615105 0.0648929 0.0604429 0.0571327 0.0626127 0.0501592 0.0481419 0.0476562 0.076987 0.0467216 0.0714374 0.0820993 0.0642397 0.112854 0.0559651 0.0908149 0.0508409 0.0513435 0.0647465 0.0635339 0.0569154 0.0538941 0.0493912 0.0489465
threshold=0.10124500000000002 0.11245500000000001 0.13707500000000003 0.085635000000000003 0.10614000000000001 0.13404500000000005 0.062655000000000016 -0.076779999999999987 -0.08730499999999998 0.42642000000000008 0.083250000000000005 0.090440000000000006 0.095175000000000023 -0.52440999999999993 -0.52556499999999995 -0.00045499999999999995 0.083095000000000016 0.11594500000000001 -0.017094999999999996 -0.088009999999999991 -0.080299999999999996 -0.14226499999999997 0.0061450000000000003 0.083785000000000012 0.086765000000000023 0.0025400000000000002 0.083875000000000019 -0.14098499999999997 -0.0096649999999999982 0.08815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 11 9 6 7 8 -1 10 -5 -2 -8 -9 -15 18 17 20 19 29 -17 -22 23 25 26 -20 -25 -28 -18 -16
right_child=1 -3 -4 4 -6 -7 12 13 -10 -11 -12 -13 -14 14 15 16 28 -19 22 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0075557407269135433 0.0043612676451566792 0.0096018828354400218 0.0018695538470283061 0.007865423148746907 0.011221962357100485 0.0045749106881569843 0.012593326371228487 0.0034138447046279906 0.0018104966376752904 0.00174879745097348 0.0018641841844544702 -0.00067296042578250529 0.0077466503910727626 0.013185953325591982 0.011828132743979343 0.0034652522187680009 0.0064557190053164959 0.0021093785059444299 0.009531003595648577 0.017147830185358939 0.012886491187382491 0.0079258871971057496 0.0068405751636025211 0.0031467034348419739 0.013908261610638529 0.015802405327558517 0.0033911716636447682 0.0085094160165055891 4.0162527002394197e-05 0.0067455294844694438
leaf_weight=47 344 66 164 101 29 49 57 20 30 27 21 21 32 32 36 25 30 24 84 23 40 477 187 21 21 20 21 1012 20 40
leaf_count=47 344 66 164 101 29 49 57 20 30 27 21 21 32 32 36 25 30 24 84 23 40 477 187 21 21 20 21 1012 20 40
internal_value=0 0.00469946 0.00424181 0.00495829 0.00677646 0.00819598 0.00827316 0.00816935 0.00531733 0.00591123 0.00683242 0.00407163 0.0108507 0.00827231 0.0083183 0.00824345 0.00751273 0.0078328 0.0085507 0.0110104 0.00808623 0.00830969 0.00837243 0.00861539 0.00841014 0.010737 0.00830059 0.00840537 0.0038895 0.00915308
internal_weight=0 773 707 543 178 2348 2299 2210 77 149 122 365 89 2133 2113 2081 616 566 1465 99 542 517 1366 1179 1075 104 1054 1033 50 76
internal_count=3121 773 707 543 178 2348 2299 2210 77 149 122 365 89 2133 2113 2081 616 566 1465 99 542 517 1366 1179 1075 104 1054 1033 50 76
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 14 15 0 1 15 45 0 156 16 16 52 10 394 12 133 14 0 483 13 156 14 41 15 4 0
split_gain=0.57589 0.144104 0.105541 0.0877802 0.0552171 0.0508565 0.0502729 0.0625103 0.106378 0.110433 0.0494063 0.0882117 0.111318 0.119815 0.0758339 0.116118 0.0596188 0.0504738 0.0486162 0.043722 0.0551518 0.0535514 0.0423634 0.042317 0.041179 0.0681606 0.0500054 0.0409436 0.0564952 0.109409
threshold=0.10124500000000002 -0.39518999999999993 0.13622000000000004 0.088105000000000003 0.22582000000000002 0.062655000000000016 -0.045854999999999993 -0.10474999999999998 0.14000500000000002 -0.40580499999999992 0.081955000000000014 -0.13027499999999997 0.013700000000000002 -0.071854999999999988 -0.36241499999999999 -0.07167999999999998 -0.015579999999999998 -0.0065099999999999993 0.092465000000000006 0.089980000000000018 -0.23083499999999998 -0.019414999999999998 0.089025000000000007 -0.0075049999999999987 0.085790000000000019 0.08840000000000002 0.079395000000000007 -0.24436499999999997 0.09173000000000002 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 19 5 10 7 -4 -9 -10 11 12 13 14 -1 -16 -13 -18 -5 20 23 22 27 -3 25 26 -7 -22 -29 -30
right_child=1 2 6 18 -6 24 -8 8 9 -11 -12 16 -14 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0075418239795706334 0.0083051387602702167 0.0040094940457493069 0.006341104350940441 0.010019114889718336 0.0021444228850305081 0.013493876148843105 -0.0018796302942615567 0.0038616154142297231 0.0024015394208783455 -0.0077367182010285827 0.012043725927783685 0.0021321213848534085 -0.0021542100957594812 0.012356915272286405 0.0061666344069754297 -0.004251842837838922 0.0090923637674611545 0.0073356279697106633 0.0055487881878711629 0.00063600552151910962 -0.00012473167063525091 0.00011705348279508876 0.0080209068798770509 0.010365082099187104 0.013636315906686442 0.0038338388216548735 0.0068966634827665992 0.0027182453721128767 0.0026572847884601676 0.011156053667322599
leaf_weight=36 78 20 32 29 20 27 33 65 22 21 22 21 20 23 23 20 179 1895 151 45 26 41 24 22 21 21 20 103 33 28
leaf_count=36 78 20 32 29 20 27 33 65 22 21 22 21 20 23 23 20 179 1895 151 45 26 41 24 22 21 21 20 103 33 28
internal_value=0 0.00422952 0.00377211 0.00448153 0.00737638 0.00742133 0.00163153 0.00245917 0.00130896 -0.0025497 0.00732814 0.00728135 0.00466743 0.006005 0.00415571 0.00132083 0.00743357 0.00748725 0.00626901 0.00354076 0.00398087 0.00342783 0.00406214 0.00733861 0.00976563 0.00857027 0.0106866 0.00356209 0.00414658 0.00655836
internal_weight=0 773 695 522 2348 2328 173 140 108 43 2239 2217 122 102 79 43 2095 2074 180 342 297 255 214 42 89 68 47 190 164 61
internal_count=3121 773 695 522 2348 2328 173 140 108 43 2239 2217 122 102 79 43 2095 2074 180 342 297 255 214 42 89 68 47 190 164 61
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 2 2 14 1 4 4 0 1 3 3 10 52 475 15 156 1 3 0 40 4 2 3 133 402
split_gain=19.7913 3.06503 1.90328 1.57098 1.14601 1.12055 0.640854 0.61606 0.516622 0.457677 0.450945 0.449341 0.408022 0.339813 0.419933 0.262167 0.200172 0.199373 0.16815 0.188773 0.211471 0.298526 0.193898 0.16136 0.161289 0.145263 0.160335 0.141818 0.128912 0.136661
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.091265000000000013 0.089410000000000003 0.13501500000000002 0.17025000000000004 0.062655000000000016 0.092845000000000025 0.40945500000000007 0.40473500000000007 -0.22491999999999998 0.080270000000000022 -0.12018999999999998 0.30112000000000005 -0.38124499999999995 0.31359500000000001 -0.08230999999999998 0.040760000000000005 1.0000000180025095e-35 0.089875000000000024 -0.12711499999999995 -0.06563999999999999 -1.0000000180025095e-35 -0.081224999999999978 0.086100000000000024 -0.010424999999999999 0.0033250000000000003 -0.048204999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 -3 12 10 13 -5 15 -7 -6 17 -15 24 -9 -1 -14 20 21 23 -21 -20 -4 -16 28 -12 -27 -30
right_child=1 2 7 9 6 11 -8 16 -10 -11 27 -13 18 14 25 -17 -18 -19 19 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00087810017077583416 0.00082094922530094713 0.00041577961076612449 0.00035998659397350403 0.00074227913329698585 0.00056368012914854082 0.00075096380560338001 0.00054720070066989631 0.0001744229830167715 0.0010328663933661675 0.00046499886050869045 0.00033395987131870262 0.00046070357828707694 0.00088756360269135717 0.0005850731295356954 0.00089202939512176844 0.00023608885335266164 -7.2791768402299459e-05 0.00071815004422648052 0.00077836774214478158 0.0010005112837023914 0.00084935873783856708 0.0005350287158750166 0.00080752652600760318 0.00068252601209021178 0.00055561669220119316 0.00083746725591206004 0.00067864946307745488 0.00019762233158954502 0.00080395225934635573 0.00062013069598062978
leaf_weight=894 71 226 26 37 32 70 48 34 62 60 44 29 62 30 97 22 20 31 254 22 79 26 222 92 43 295 34 88 48 23
leaf_count=894 71 226 26 37 32 70 48 34 62 60 44 29 62 30 97 22 20 31 254 22 79 26 222 92 43 295 34 88 48 23
internal_value=0 0.000435641 0.000390197 0.000815305 0.000825395 0.000491982 0.000767171 0.000270775 0.000857583 0.000570766 0.000316279 0.000665938 0.000780554 0.000850098 0.000810358 0.000422474 8.2862e-05 0.00087274 0.000789721 0.000780993 0.000757224 0.000737657 0.000824927 0.000752884 0.000481901 0.000823957 0.000807449 0.000243068 0.000819414 0.000744404
internal_weight=0 673 602 2448 2351 325 837 277 1514 97 223 99 789 1452 527 91 54 925 757 695 451 372 244 346 69 497 400 132 366 71
internal_count=3121 673 602 2448 2351 325 837 277 1514 97 223 99 789 1452 527 91 54 925 757 695 451 372 244 346 69 497 400 132 366 71
is_linear=0
shrinkage=0.00196078


Tree=6347
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 1 2 4 2 1 4 2 1 2 150 12 50 0 15 4 47 52 4 14 4 3 40 475
split_gain=44.2996 6.76305 3.91963 3.4483 2.58021 2.35985 1.32724 1.32427 1.24825 1.23891 0.877095 0.856612 0.848183 0.83272 0.519913 0.502157 0.495434 0.370793 0.312195 0.301787 0.587354 0.273713 0.272735 0.269283 0.263613 0.252345 0.21753 0.209742 0.191024 0.181371
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088105000000000003 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.36766000000000004 0.14285500000000004 0.089770000000000016 0.40473500000000007 0.090425000000000019 0.15471500000000002 -0.0091949999999999983 1.0000000180025095e-35 0.087765000000000024 0.086295000000000011 -0.10836499999999999 -0.12255999999999999 -0.036839999999999991 0.090100000000000013 -0.56176499999999996 0.018150000000000003 -0.45687499999999998 -0.50940999999999981 0.084940000000000015 -0.08440499999999998 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 5 4 6 22 11 -5 16 10 -4 17 -7 15 25 -13 23 19 -12 20 -1 -2 28 -6 26 -11 -21 -22 -3 -25
right_child=1 2 9 7 8 12 -8 -9 -10 14 18 13 -14 -15 -16 -17 -18 -19 -20 24 27 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0015164989254266396 0.0013598038741186554 0.00048159428756513626 0.00078047462151267148 0.0012261371814668385 0.0013759030981891963 0.0011518665019178943 0.0015781027444621972 0.00074596754485411402 0.00083567435300447104 0.00062412993544164826 0.00026258394989135014 0.00097087144483284167 0.00076737286495592665 0.00086135559247684402 0.00015267485037905162 0.0012727725871489485 0.00095037328554134742 0.0012987149435439583 0.00059754779124084642 0.0015678646822617993 0.0012627498343446241 0.0010930493404440074 0.00084077501212995425 0.0013189807598354827 0.0011792758594900594 0.00038549715707845549 0.0013740461247060476 0.0010225983982637494 0.00066874466316997573 0.0011807030258756694
leaf_weight=22 50 24 64 34 35 71 76 63 41 20 23 23 32 23 35 268 30 662 20 23 27 21 32 41 26 115 695 29 166 330
leaf_count=22 50 24 64 34 35 71 76 63 41 20 23 23 32 23 35 268 30 662 20 23 27 21 32 41 26 115 695 29 166 330
internal_value=0 0.000708554 0.00064105 0.00127657 0.00129152 0.000787117 0.00132429 0.000914274 0.00116277 0.000469672 0.00063496 0.00131357 0.00103241 0.00122052 0.000365638 0.00124891 0.00119353 0.00133325 0.000418381 0.00136107 0.00124503 0.0012809 0.000673309 0.00121149 0.00137323 0.00042085 0.00138025 0.00113839 0.000645105 0.00119598
internal_weight=0 673 602 2448 2351 325 1874 97 477 277 107 1798 103 314 170 291 436 1484 43 822 78 71 222 406 744 135 718 56 190 371
internal_count=3121 673 602 2448 2351 325 1874 97 477 277 107 1798 103 314 170 291 436 1484 43 822 78 71 222 406 744 135 718 56 190 371
is_linear=0
shrinkage=0.00196078


Tree=6348
num_leaves=31
num_cat=0
split_feature=1 4 1 4 0 2 2 0 155 157 2 3 1210 2 376 3 3 4 481 4 13 43 49 13 15 43 133 42 457 403
split_gain=0.72398 0.116961 0.106781 0.0760782 0.105005 0.0770836 0.0752703 0.110866 0.0697244 0.0861901 0.0673195 0.0549151 0.0541292 0.0527704 0.0745952 0.0526371 0.0766654 0.0808707 0.0545566 0.0667442 0.056587 0.0506142 0.0575074 0.050538 0.0476656 0.0464569 0.045186 0.043405 0.0431774 0.0396688
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 -0.16363499999999997 -0.066089999999999996 0.09358000000000001 0.11362000000000001 0.0059850000000000016 0.10158500000000002 -0.081749999999999975 0.25063000000000007 -0.13309499999999996 -0.42132499999999995 0.11448000000000001 0.080200000000000007 -0.14477499999999996 -0.12018999999999998 -0.068329999999999988 -0.050449999999999995 -0.15464999999999998 -0.076599999999999988 -0.052894999999999991 0.10877000000000002 1.0000000180025095e-35 -0.21699999999999997 -0.0064299999999999991 0.085355000000000014 0.11457500000000002 0.098180000000000003 -0.079154999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 -4 5 27 12 21 9 -2 11 25 -1 14 -11 18 17 -17 -14 -20 -21 22 -8 -13 -7 -3 -6 29 -26 -5
right_child=1 10 3 4 26 24 7 -9 -10 13 -12 23 15 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.013777403463609518 -0.0010450723908087681 0.0023667622252833099 0.0093829864159986186 0.011896955919521 -0.00085824357207726551 0.0089534685521831994 0.0120464652362797 -0.00062089854851365099 0.010959737045182424 0.0080106276046560225 -0.0024092954738686484 0.0029525072758694766 0.0060998015460513892 0.0039411549214544948 0.0016366825862364335 -0.00040948994923382996 0.0085170240478360023 0.0084756201751241909 0.015161434928221362 0.013266233872095851 0.0066734058204262203 0.0055428227670868309 0.0061182785127311947 -0.0021263849921524525 0.0049345962463549393 0.0085888250296314566 0.00532663521312532 0.00412641407456249 -0.00012903758130657179 0.0078071601954527586
leaf_weight=20 21 20 95 27 27 23 36 20 22 111 24 179 21 103 22 20 1715 21 35 23 30 74 30 22 85 30 21 28 21 195
leaf_count=20 21 20 95 27 27 23 36 20 22 111 24 179 21 103 22 20 1715 21 35 23 30 74 30 22 85 30 21 28 21 195
internal_value=0 0.00411406 0.00810011 0.00682353 0.0062541 0.00681217 0.00842596 0.00634358 0.00555661 0.00509408 0.00265053 0.00313434 0.00860271 0.00564036 0.00695629 0.00854722 0.00841486 0.00414142 0.0106796 0.0117725 0.00953444 0.0073385 0.00935183 0.00239661 0.00482683 0.0061 0.00184764 0.00783661 0.00393142 0.00830457
internal_weight=0 554 2567 522 427 379 2045 160 279 257 275 251 1885 236 133 1865 1756 41 109 88 53 140 66 201 129 50 48 250 106 222
internal_count=3121 554 2567 522 427 379 2045 160 279 257 275 251 1885 236 133 1865 1756 41 109 88 53 140 66 201 129 50 48 250 106 222
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=31
num_cat=0
split_feature=1 3 52 4 157 48 124 43 51 2 131 11 12 12 374 47 480 2 13 4 16 4 402 1 15 52 2 1456 160 475
split_gain=0.587269 0.134317 0.0987037 0.0811293 0.0682741 0.0819979 0.0638311 0.0776106 0.0659223 0.0636895 0.0636094 0.0585163 0.057935 0.0526846 0.0494611 0.0473064 0.0464687 0.0463605 0.0517117 0.0504497 0.0663812 0.065589 0.0854186 0.0539028 0.0628523 0.046467 0.045888 0.0442499 0.0689677 0.0507535
threshold=0.10312500000000001 0.31370500000000007 -0.53964499999999982 0.40124500000000002 -0.092234999999999998 -0.089099999999999999 0.0049200000000000008 -0.24021999999999996 0.10876000000000001 0.093320000000000014 0.096070000000000016 1.0000000180025095e-35 -0.42850999999999995 0.08598500000000002 0.086450000000000013 0.11596500000000001 0.11747 0.15109000000000003 -0.23438999999999996 -0.013514999999999998 -0.080509999999999984 -0.036839999999999991 0.08865000000000002 0.093100000000000002 -0.12563999999999997 -0.56368999999999991 0.15950500000000004 0.056145000000000007 -0.089974999999999986 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -4 -6 7 -7 10 11 14 27 -3 -13 -9 -10 17 18 -11 20 -20 22 25 24 -21 -22 -14 29 -29 -1
right_child=1 12 4 -5 5 6 -8 8 15 16 -12 13 26 -15 -16 -17 -18 -19 19 23 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0040355348611738895 0.0085080927258522638 0.0041297820276979891 -0.0014334615925326944 0.0013666148783971462 0.010799927862826735 0.01024592329909944 0.00021219437993648979 0.0037572404815920677 0.0098447449750143703 0.0020211080210688322 0.0076778372749686241 0.013224357089603548 0.00091901752682093979 0.0078878640104399853 -0.00068951727029074124 0.0041783139754373302 0.011429304471239448 0.0017954378761351108 0.01210836836647603 0.011076144931408075 0.010216145760690173 0.010729346743217953 0.012312056484612793 0.0021767386509215134 0.0059148700297444916 0.0055713696884811814 -0.0046338052679361268 0.012629736757001162 0.0079688075513235836 0.007605671609732057
leaf_weight=41 62 35 20 22 20 23 36 340 34 23 39 37 46 37 27 26 20 20 31 26 24 46 24 34 255 210 22 44 114 1383
leaf_count=41 62 35 20 22 20 23 36 340 34 23 39 37 46 37 27 26 20 20 31 26 24 46 24 34 255 210 22 44 114 1383
internal_value=0 0.00417074 0.00472052 0.00741125 0.00430489 0.00451547 0.00427606 0.00457524 0.00429536 0.00746739 0.00383813 0.00780761 0.000824014 0.0105561 0.00343009 0.00738929 0.00667719 0.00654004 0.00668104 0.00684593 0.00770022 0.00725071 0.00663048 0.0059374 0.00639243 0.00604776 -0.000877484 0.00767905 0.00926679 0.00750288
internal_weight=0 730 627 2391 565 545 525 489 466 2369 406 1656 103 74 367 60 713 693 673 650 335 304 258 315 281 234 68 1582 158 1424
internal_count=3121 730 627 2391 565 545 525 489 466 2369 406 1656 103 74 367 60 713 693 673 650 335 304 258 315 281 234 68 1582 158 1424
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 2 15 4 4 12 2 4 47 2 0 4 12 160 11 0 11 16 0 2 4 0 43 2 16
split_gain=16.5572 2.09314 1.75011 1.24563 0.988989 0.780993 0.68516 0.571858 0.546367 0.504372 0.421574 0.392679 0.446114 0.390012 0.333513 0.259232 0.321155 0.311428 0.241082 0.231847 0.317528 0.186299 0.183764 0.35349 0.240321 0.178993 0.1815 0.171185 0.359916 0.170764
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.13501500000000002 0.024640000000000006 0.40124500000000002 0.27834500000000006 0.088245000000000004 0.14285500000000004 0.27834500000000006 0.080455000000000013 0.11389000000000002 -0.23194499999999998 -0.064054999999999987 -1.0000000180025095e-35 -0.067824999999999983 1.0000000180025095e-35 -0.11242999999999999 0.080150000000000013 0.066275000000000014 -0.066089999999999996 0.092235000000000025 -0.00099499999999999979 -0.094299999999999981 -0.079914999999999986 0.11177500000000001 -0.037154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 14 11 9 13 -5 10 19 12 -3 22 15 -1 -17 -18 -14 20 -4 -21 23 24 -6 26 -12 -2 -29 -7
right_child=1 5 6 8 7 29 -8 -9 -10 -11 25 -13 18 -15 -16 16 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010054964167124023 0.00034036016581869238 0.00049559906152885189 0.00064139119753775812 0.00077164051695081644 0.0006476190014212739 0.00042400279269155013 0.00055094253040838313 0.00089636365948271015 0.00046258046077041708 0.00051026516995739699 0.00091941023061560068 0.00016692059409390659 0.00043414511542389357 0.00072492876270112872 0.00054496997040387745 0.0008773388265377758 0.00077606841213642144 0.00051849258931558771 0.00020603988749352112 0.0010597133232161174 0.00085397862394145376 0.00085865425374552246 0.0006840174167263073 0.00026503539797417244 0.00046375266579436322 0.00075489928989429451 0.00080515358283431767 0.00067339628747030466 0.00042294582673720732 0.00066043526626558056
leaf_weight=22 49 43 28 91 43 24 37 21 29 20 57 97 23 42 21 69 59 26 79 37 766 34 21 23 75 271 859 28 104 23
leaf_count=22 49 43 28 91 43 24 37 21 29 20 57 97 23 42 21 69 59 26 79 37 766 34 21 23 75 271 859 28 104 23
internal_value=0 0.0004276 0.000792352 0.000542037 0.000677086 0.00030841 0.000815416 0.000588266 0.000696951 0.000820138 0.000823158 0.00026349 0.000328091 0.00055655 0.000778531 0.000806399 0.000777956 0.000697281 0.000257475 0.000856081 0.000846482 0.000963432 0.000512897 0.000487411 0.000530755 0.000799167 0.000812263 0.000439332 0.000476072 0.000539704
internal_weight=0 590 2531 301 422 289 2109 225 120 2072 2052 242 145 204 197 176 154 85 102 865 794 71 162 141 118 1187 916 181 132 47
internal_count=3121 590 2531 301 422 289 2109 225 120 2072 2052 242 145 204 197 176 154 85 102 865 794 71 162 141 118 1187 916 181 132 47
is_linear=0
shrinkage=0.00196078


Tree=6351
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 0 49 1 2 4 457 4 160 3 4 0 131 2 0 47 475 3 4 131
split_gain=18.812 2.95089 1.69858 1.50222 1.07613 0.887105 0.698049 0.567702 0.448636 0.447996 0.420513 0.367433 0.512925 0.350914 0.34044 0.38471 0.275252 0.271026 0.201383 0.223405 0.193949 0.210356 0.184162 0.22168 0.175817 0.16434 0.146063 0.141469 0.135671 0.131878
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.085345000000000018 0.14285500000000004 0.27834500000000006 0.080930000000000016 0.0061450000000000003 -0.067824999999999983 -0.016324999999999996 -0.55119499999999988 -0.080689999999999984 0.082750000000000004 0.31358000000000003 -0.14454499999999995 0.090100000000000013 -0.079029999999999975 -0.12711499999999995 -0.0070899999999999991 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 25 7 14 11 -5 16 28 12 13 24 15 -4 26 20 -17 -20 -13 -22 23 -16 -1 -3 -7 -23 -6 -2
right_child=1 2 6 8 10 9 -8 -9 -10 -11 -12 17 -14 -15 22 18 -18 -19 19 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094173777114554716 0.00089065531263498373 0.00040878430531736008 0.00048742672337650833 0.00076850834939061659 0.00088954347104919392 0.00089190090754452873 0.00054924890184779925 0.0010211948847438528 0.00048902682151901659 0.00058084459468612777 0.00048655772367127095 0.001050269620425227 0.00095911107978233104 0.00058025293671756686 0.00018970037388368319 0.00041992896969310258 0.00057656261978634429 0.00076238537854689324 0.00034836342481441636 0.00013203898683993839 0.00087668505946981827 0.00070743517976264668 0.00033985586754758571 -4.9172012710615115e-05 0.00070781335137248813 0.00056067324704581905 0.00077870573315052367 0.00083668206591368222 0.00070173821788208155 0.00070791427384723311
leaf_weight=21 49 190 39 34 21 50 37 76 63 48 32 21 35 57 59 23 24 110 29 50 1022 35 20 20 30 32 355 467 50 22
leaf_count=21 49 190 39 34 21 50 37 76 63 48 32 21 35 57 59 23 24 110 29 50 1022 35 20 20 30 32 355 467 50 22
internal_value=0 0.000455965 0.000411376 0.000826118 0.000507531 0.000835985 0.000298559 0.000855201 0.000586989 0.00076049 0.000673176 0.000848184 0.000752827 0.000685975 0.00025991 0.000321791 0.00078059 0.000856424 0.000258459 0.000211449 0.000863119 0.00086054 0.000171778 0.000129226 0.000804135 0.000430678 0.00079268 0.000827671 0.000757286 0.000834031
internal_weight=0 673 602 2448 325 2351 277 1874 97 477 103 1798 143 108 240 141 429 1655 102 79 1545 1524 99 79 51 222 405 502 71 71
internal_count=3121 673 602 2448 325 2351 277 1874 97 477 103 1798 143 108 240 141 429 1655 102 79 1545 1524 99 79 51 222 405 502 71 71
is_linear=0
shrinkage=0.00196078


Tree=6352
num_leaves=31
num_cat=0
split_feature=1 4 1 457 159 49 2 4 4 2 484 2 14 1 158 12 41 3 401 49 47 42 160 479 480 4 43 4 0 4
split_gain=0.657114 0.108541 0.092739 0.094438 0.0694211 0.069443 0.0693837 0.101262 0.0643317 0.0628953 0.0618033 0.0599365 0.056727 0.0499382 0.049237 0.0479447 0.0474041 0.0452523 0.0453267 0.0440635 0.0457747 0.0435597 0.0415437 0.0392615 0.0395125 0.0759604 0.0520289 0.0472754 0.0622529 0.0563856
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 0.080930000000000016 0.04105000000000001 0.14321000000000003 0.11362000000000001 -0.064054999999999987 0.26790000000000008 0.11263500000000001 -0.020124999999999994 0.25063000000000007 0.062655000000000016 0.096575000000000008 0.089460000000000012 -1.0000000180025095e-35 0.081560000000000007 -0.13309499999999996 0.085900000000000018 -0.067649999999999988 0.11939500000000002 0.094935000000000005 -0.23686999999999997 0.098035000000000011 -0.068944999999999992 -0.023539999999999995 -0.52440999999999993 -0.46376499999999993 -0.062764999999999974 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 8 5 19 12 -8 9 10 -4 17 16 -12 -6 -15 23 -3 22 -2 -21 -18 -19 24 25 -1 -26 -28 -29 -30
right_child=1 11 3 -5 14 -7 7 -9 -10 -11 13 -13 -14 15 -16 -17 21 18 -20 20 -22 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=0.014082630725968029 0.0043179915193468331 0.0056807546897107396 0.011412352760290278 0.0028151921346954733 0.001448935485486949 0.0010540505405515434 -3.8152172540624937e-06 0.0070265218176479849 0.0031924852850160712 0.012716117627199063 0.0018574542000091504 -0.0022421938697031389 0.01069601177552109 0.003994456199725392 0.00706301020857479 0.0079499673010792072 0.0076540364558240984 0.006999918304028966 -0.0021986182325053959 0.0092449663608435498 0.0052324338666429483 0.0013350427430123093 0.0022692528299012339 0.005214868260689242 0.003019913220778108 0.0065890629154940449 0.010606513303083679 0.0081613637511790457 0.0084350202066291648 0.002520967140107563
leaf_weight=31 45 50 29 66 61 22 24 140 38 22 21 24 83 40 21 131 24 21 20 88 42 20 160 46 20 24 75 1667 28 38
leaf_count=31 45 50 29 66 61 22 24 140 38 22 21 24 83 40 21 131 24 21 20 88 42 20 160 46 20 24 75 1667 28 38
internal_value=0 0.00394198 0.0077395 0.00621919 0.00533164 0.00634933 0.00797713 0.00599769 0.00701871 0.00761705 0.00710945 0.00253211 0.00813502 0.00645953 0.00288669 0.0070247 0.00802729 0.00298862 0.00231894 0.00701502 0.00794861 0.00478177 0.00281811 0.00810132 0.00817183 0.0108127 0.00809237 0.00814848 0.00804211 0.00502996
internal_weight=0 554 2567 347 279 197 2220 164 281 243 221 275 2056 192 82 171 1973 251 201 175 130 44 181 1929 1883 55 1828 1808 1733 66
internal_count=3121 554 2567 347 279 197 2220 164 281 243 221 275 2056 192 82 171 1973 251 201 175 130 44 181 1929 1883 55 1828 1808 1733 66
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=31
num_cat=0
split_feature=1 2 0 30 47 44 2 13 14 12 49 402 10 52 14 10 14 11 11 52 1 50 3 1 1444 376 50 16 151 0
split_gain=0.537022 0.144161 0.0944764 0.0837695 0.0645197 0.0600166 0.0599691 0.0800664 0.0562123 0.0537071 0.0528755 0.0513316 0.0572396 0.0724543 0.0829692 0.063195 0.0511022 0.0697899 0.0581888 0.0658117 0.0471277 0.0931184 0.11833 0.121375 0.0829691 0.0669218 0.0654544 0.0657582 0.0514444 0.0783202
threshold=0.11846000000000002 0.10252500000000002 -0.13027499999999997 0.086065000000000016 0.085505000000000012 1.0000000180025095e-35 0.15361500000000003 -0.11122999999999998 -1.0000000180025095e-35 0.097325000000000009 0.12333000000000001 0.09388500000000001 -0.079859999999999987 -0.065544999999999978 -0.10708499999999999 -0.3960249999999999 0.076975000000000002 0.08776500000000001 0.075910000000000019 0.016565000000000003 0.080270000000000022 0.083090000000000011 -0.096544999999999978 0.092390000000000014 -0.083144999999999983 0.083960000000000021 0.08882000000000001 -0.015314999999999997 -0.063609999999999986 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 11 16 7 -4 -3 -9 -11 12 15 -14 -15 -2 17 20 -18 -20 24 22 23 -22 -1 28 -23 -28 -24 -30
right_child=4 2 6 -5 -6 -7 -8 9 -10 10 -12 -13 13 14 -16 -17 18 -19 19 -21 21 26 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013084543292366324 0.0027170725610284581 0.0083602948533371101 0.0015962870656362465 0.0018789567342349168 0.0047846167186881361 0.012609586148478447 0.0013547033692399661 0.0079497617445276874 0.0026952391143055168 0.0062763819111887643 0.0012428785499650986 -0.0028895385895988772 -0.00060501743844428729 0.0088540228298495931 0.0028839863710484262 -0.0051372506516054279 0.0059577655745670201 0.0012590069742873312 0.014715663515186559 0.007768585917074234 -0.0050788284791633484 0.012334278756752611 0.0092428735016287181 0.0051993811845831156 0.0076447244183453838 0.0010704636263350646 0.0068682138258575123 0.012481865474610063 0.0016863557308710909 0.0066390327011656512
leaf_weight=21 21 20 31 29 106 21 24 214 141 160 24 21 43 29 118 20 28 20 30 25 20 30 58 27 1298 24 225 23 37 233
leaf_count=21 21 20 31 29 106 21 24 214 141 160 24 21 43 29 118 20 28 20 30 25 20 30 58 27 1298 24 225 23 37 233
internal_value=0 0.00683104 0.00547969 0.00721714 0.0027147 0.00729016 0.0062192 0.00649134 0.00339897 0.00687261 0.00561984 0.00184403 0.00227435 0.00300559 0.00406175 -0.0011143 0.00723694 0.00713683 0.0096687 0.0115579 0.00719572 0.00651748 0.00553853 0.000825675 0.00754384 0.00616781 0.00792252 0.00738883 0.00654078 0.00596033
internal_weight=0 2763 614 2149 358 2120 453 429 161 398 184 252 231 190 147 41 2099 2016 83 55 1996 677 399 47 1319 352 278 248 328 270
internal_count=3121 2763 614 2149 358 2120 453 429 161 398 184 252 231 190 147 41 2099 2016 83 55 1996 677 399 47 1319 352 278 248 328 270
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 2 3 1 2 4 14 457 1 1 13 39 2 4 13 1 3 43 150 159 49 15 0 3
split_gain=27.0835 3.30462 2.92237 2.17902 1.91548 1.33483 1.27019 0.928099 0.9043 0.866048 0.821608 0.661703 0.652931 0.39747 0.670575 0.375205 0.338273 0.316815 0.291823 0.249366 0.259426 0.247552 0.278096 0.211033 0.205816 0.197044 0.183257 0.179031 0.263924 0.397577
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.14122000000000004 0.10981000000000002 0.089885000000000007 -0.026224999999999995 0.09253500000000002 0.17025000000000004 0.40945500000000007 0.076175000000000007 0.080930000000000016 0.088975000000000012 0.091450000000000017 -0.28558999999999996 0.087690000000000004 -1.0000000180025095e-35 0.04735000000000001 -0.16152999999999998 0.075045000000000014 -0.11171999999999999 -0.081154999999999991 0.091355000000000006 0.0089800000000000019 -0.054319999999999993 -0.15914499999999995 -0.11173999999999999 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 7 8 12 -3 -4 11 16 15 19 -15 27 -5 -18 -17 20 -9 22 -22 -10 -8 -24 -11 -1 29 -29
right_child=1 3 9 10 -6 -7 24 13 23 26 -12 -13 -14 14 -16 18 17 -19 -20 -21 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012089909734178323 0.0010109474913387098 0.00093238485666612787 0.00095498467781586353 0.0003627374730273789 0.00061894777334398695 0.00067657619137504008 0.00055208699243166444 0.00081796389233832259 0.00044953811490068248 0.00067125277922433968 0.00015410284862428167 0.00033621718660859553 0.0012687578701626376 0.0010013654879632704 0.0005678670568183661 0.00076897071139910207 0.00074886298275966779 0.00046642992594932538 0.0010066078936067397 0.00093519216494852083 0.00083437012285318766 0.001091540121507811 0.0010010345349616033 0.00071976383088850513 0.00039467689082075175 0.0011485672233889593 0.00047979435375602899 0.0010956933600158474 0.0010729138276597456 0.00073076915095515434
leaf_weight=35 52 64 34 25 45 41 110 25 25 40 54 132 58 34 23 22 37 26 205 202 36 149 414 20 45 38 37 24 1047 22
leaf_count=35 52 64 34 25 45 41 110 25 25 40 54 132 58 34 23 22 37 26 205 202 36 149 414 20 45 38 37 24 1047 22
internal_value=0 0.000538935 0.00100544 0.000493313 0.00101971 0.0010273 0.000620441 0.00103346 0.000782627 0.000694342 0.000370824 0.000424019 0.00106503 0.000985034 0.000826445 0.00105631 0.000555722 0.000632303 0.000983577 0.000995496 0.0010139 0.00102159 0.00100023 0.000569638 0.000506387 0.00101344 0.000579253 0.00107095 0.00106653 0.000921164
internal_weight=0 590 2531 538 2420 2375 264 2334 109 111 274 220 1413 921 57 1355 88 63 227 864 662 637 488 45 155 452 77 1128 1093 46
internal_count=3121 590 2531 538 2420 2375 264 2334 109 111 274 220 1413 921 57 1355 88 63 227 864 662 637 488 45 155 452 77 1128 1093 46
is_linear=0
shrinkage=0.00196078


Tree=6355
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 34 1 2 4 150 4 2 4 2 47 13 16 12 0 131 1 131 2
split_gain=15.7607 2.62322 1.66536 1.30023 0.917437 0.852364 0.535657 0.490996 0.438861 0.425599 0.415306 0.34798 0.353107 0.302963 0.472653 0.243918 0.23016 0.184224 0.158568 0.156002 0.182876 0.133233 0.123228 0.122238 0.166481 0.154749 0.116419 0.115114 0.106888 0.271495
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.10699500000000002 0.14285500000000004 -1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.27834500000000006 1.0000000180025095e-35 0.053180000000000012 -0.0091949999999999983 -0.55119499999999988 0.089005000000000015 0.090100000000000013 -1.0000000180025095e-35 -0.080509999999999984 0.11734000000000001 0.14486500000000005 0.09055500000000001 0.11829500000000003 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 6 13 11 -5 16 27 12 -4 19 18 -14 17 23 -15 -1 -21 -3 -17 -7 25 -25 -2 -6 29 -13
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 28 15 14 -16 22 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00098928688398373672 0.00085943386304516848 0.00041395802031997045 0.00018285385804749977 0.00074563924947725622 0.00078396853576357436 0.00088564735685761923 0.0009778362899726513 0.0005062728976138887 0.0004692191590253267 0.00053276210245669655 0.00044754615635084351 0.00020901472039433147 0.00053312854987441326 0.00061959290362097392 0.00048385218011321715 0.00026333830057735668 0.00057598654911214227 0.00068792335968023829 0.00078924256956102834 0.00083482706470256601 0.00078856214907785101 0.00054712610785455156 0.00044658253722442407 0.0007970360627509559 0.00060961638832939609 0.00061649590073262943 0.0006877371002114817 0.00060938568384039636 0.00030255601969638877 -5.5337636640258864e-05
leaf_weight=21 49 192 45 34 53 37 76 37 63 41 26 59 32 23 23 43 30 116 268 965 498 34 21 209 24 20 22 20 20 20
leaf_count=21 49 192 45 34 53 37 76 37 63 41 26 59 32 23 23 43 30 116 268 965 498 34 21 209 24 20 22 20 20 20
internal_value=0 0.000449774 0.000407733 0.00078858 0.000502943 0.000797759 0.000816595 0.000296024 0.000566109 0.000723757 0.000660346 0.000263611 0.000326172 0.000809779 0.000754447 0.000393353 0.000741718 0.000753964 0.000775834 0.000821487 0.000819079 0.000433992 0.000323465 0.00078038 0.000764985 0.000781268 0.000806232 0.000736138 0.000174507 0.00014209
internal_weight=0 673 602 2448 325 2351 1874 277 97 477 99 240 141 1798 314 96 436 406 291 1484 1463 226 64 290 253 229 71 73 99 79
internal_count=3121 673 602 2448 325 2351 1874 277 97 477 99 240 141 1798 314 96 436 406 291 1484 1463 226 64 290 253 229 71 73 99 79
is_linear=0
shrinkage=0.00196078


Tree=6356
num_leaves=31
num_cat=0
split_feature=1 4 1 4 160 376 2 2 4 1 14 14 49 48 49 15 3 399 43 4 3 0 16 474 151 2 15 13 147 160
split_gain=0.624878 0.107162 0.0840639 0.0812078 0.0880326 0.0707265 0.0857465 0.0595736 0.085208 0.0538835 0.0478657 0.0476731 0.0452026 0.0678154 0.053843 0.0449645 0.0453512 0.0399555 0.0537738 0.0483451 0.0747903 0.0596228 0.0456247 0.0618919 0.042029 0.049241 0.0478611 0.0578512 0.0498705 0.0390811
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.015624999999999998 -1.0000000180025095e-35 0.083785000000000012 1.0000000180025095e-35 0.11362000000000001 -0.064804999999999988 0.15471500000000002 0.062655000000000016 -0.47071999999999997 -0.050619999999999991 0.086035000000000014 0.036705000000000008 -0.56368999999999991 -0.082689999999999986 0.088190000000000018 -0.51144999999999985 -0.46376499999999993 -0.10519499999999998 -0.065229999999999996 -0.06421499999999998 0.08708500000000001 1.0000000180025095e-35 0.085730000000000015 -0.15914499999999995 -0.013304999999999999 0.089365000000000014 -0.0080249999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -4 -5 6 -2 10 -9 11 17 -3 13 -6 -14 -13 -17 18 -1 20 -20 24 -23 -24 26 -26 27 -21 -28 -22
right_child=1 9 3 4 12 -7 -8 8 -10 -11 -12 15 14 -15 -16 16 -18 -19 19 21 29 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0033510658165646929 0.0077944631733175397 0.0071750181652605535 0.0077159567038554665 0.0093116513933196223 -0.0021075568951865928 0.00086554323788732299 0.0040655846119079797 5.5401927481094998e-05 0.0068769719850164477 -0.0011581738492740053 0.010336430995382864 0.006548059022519738 0.0064645404558485511 0.005311670287681574 0.001219239582249949 0.0045872875434510851 0.0011008765690636707 0.0098428972459379399 0.015207396210594613 0.015167347253300252 0.011029887104212259 0.0091516806511208419 0.001242970454653627 0.0081156181008555008 0.0099444662965834148 0.0042267053351798629 0.0079392658198662053 0.008389395737664446 0.0031440215608613056 0.0059227317969705318
leaf_weight=27 119 25 171 33 28 32 128 21 143 35 83 25 65 22 28 51 139 99 22 20 29 20 38 20 20 61 1530 34 22 31
leaf_count=27 119 25 171 33 28 32 128 21 143 35 83 25 65 22 28 51 139 99 22 20 29 20 38 20 20 61 1530 34 22 31
internal_value=0 0.00390821 0.0076114 0.00616395 0.00465604 0.00528901 0.00586209 0.00783765 0.00600348 0.00250732 0.00798396 0.00304188 0.00358167 0.0011569 0.00488531 0.00256128 0.0020367 0.00788499 0.00778156 0.00784633 0.0102199 0.00773605 0.00503306 0.00361285 0.00786103 0.0056385 0.00797312 0.0108997 0.00787129 0.00839119
internal_weight=0 554 2567 347 176 279 247 2220 164 275 2056 240 143 50 93 215 190 1973 1874 1847 82 1765 78 58 1687 81 1606 54 1552 60
internal_count=3121 554 2567 347 176 279 247 2220 164 275 2056 240 143 50 93 215 190 1973 1874 1847 82 1765 78 58 1687 81 1606 54 1552 60
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 157 10 0 12 34 2 10 133 3 42 12 39 13 15 47 4 0 147 48 52 49 15 4 158 1
split_gain=0.508437 0.136358 0.0926538 0.0841345 0.0895657 0.0696985 0.0630466 0.0957718 0.0747054 0.0706447 0.0727879 0.0716287 0.0640617 0.062957 0.0588835 0.0552699 0.0535789 0.0832731 0.0508194 0.0502254 0.0483805 0.0476306 0.0458787 0.0394812 0.0905959 0.0845518 0.0406444 0.0457353 0.0622372 0.0396937
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.074359999999999996 0.12178000000000001 -0.078254999999999977 -0.005834999999999999 -0.019414999999999998 -0.088589999999999988 -0.038779999999999995 0.11870500000000002 0.094860000000000014 -1.0000000180025095e-35 -0.11171999999999999 -1.0000000180025095e-35 0.099815000000000015 0.098220000000000016 -0.15078499999999997 -0.0040799999999999994 0.11043500000000002 1.0000000180025095e-35 -0.074824999999999989 0.091170000000000015 0.090720000000000009 0.091820000000000013 -0.15498999999999999 -0.14712999999999996 0.052250000000000012 0.084475000000000008 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 13 -4 7 8 -2 -8 11 19 -12 -5 -7 23 17 -14 -6 -11 -16 -19 -15 25 -25 -3 -27 29 -29 -28
right_child=6 15 3 4 18 14 9 -9 -10 10 12 -13 16 22 20 -17 -18 21 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00027690026742805329 0.0070260072603733062 0.013906124642817303 -0.0017092243010847598 0.002396846956573427 0.0050725298710293269 0.007930027514409561 -0.0021847177230353869 -0.0055952863235558779 -0.00060366949130019002 0.010350164213579977 -0.0022026732612478858 0.0017782579110644293 0.0010102256375830621 0.0080191181696539111 0.0047979231789169541 0.0059592164552147581 0.00022661769285033909 0.0042226236788944034 -0.0011840384919196369 0.0049052638292778287 0.00044995986516713297 0.0097281096436897026 0.0032580933491276071 0.0067983935650879762 0.00013432797665397327 0.011539146719176484 0.0078264612436451976 0.0043059356378299133 0.0085859896414913241 0.0067024245777341368
leaf_weight=28 21 20 20 25 37 39 21 21 33 36 24 28 40 253 83 370 39 33 20 32 37 30 22 136 24 23 1015 106 50 455
leaf_count=28 21 20 20 25 37 39 21 21 33 36 24 28 40 253 83 370 39 33 20 32 37 30 22 136 24 23 1015 106 50 455
internal_value=0 0.00671809 0.00533094 0.00562388 0.00651103 0.00385454 0.0027128 0.000134987 0.00236343 0.00339597 0.00384328 0.00603506 0.00257574 0.00720145 0.00455438 0.00707386 0.00338336 0.00457863 0.00287724 0.00778786 0.0034573 0.00684428 0.00763824 0.00729935 0.00579878 0.00744321 0.00736482 0.00730577 0.00567775 0.00747855
internal_weight=0 2763 564 536 357 179 358 75 54 283 262 96 166 300 159 2199 142 103 57 68 120 63 275 1829 160 1669 1649 1626 156 1470
internal_count=3121 2763 564 536 357 179 358 75 54 283 262 96 166 300 159 2199 142 103 57 68 120 63 275 1829 160 1669 1649 1626 156 1470
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 2 2 12 157 13 47 0 4 4 11 1 1 47 4 3 2 0 47 49 1 3 52
split_gain=18.818 2.17141 2.07371 1.75325 1.01702 0.828023 0.761846 0.694234 0.646938 0.529252 0.385836 0.352109 0.355746 0.349055 0.339275 0.30257 0.281496 0.27928 0.337291 0.274006 0.247698 0.241008 0.430511 0.218995 0.324844 0.211865 0.272504 0.236691 0.19759 0.177873
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092390000000000014 0.13075500000000004 -0.15464999999999998 0.092550000000000007 0.14285500000000004 0.11389000000000002 0.11734000000000001 -0.071119999999999989 -0.00096999999999999983 0.077555000000000013 -0.067094999999999988 0.024790000000000003 -0.059649999999999988 1.0000000180025095e-35 0.086105000000000015 0.16175000000000003 0.078345000000000012 -0.059649999999999988 0.090900000000000009 0.089005000000000015 -0.11437499999999999 0.091680000000000011 -0.066019999999999981 0.10124500000000002 -0.13927999999999999 -0.53964499999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 9 -3 -6 17 11 13 16 -5 20 21 25 -14 -9 23 -19 -7 -13 -1 -23 -4 -25 26 27 -8 -18 -2
right_child=1 5 7 8 6 19 14 10 -10 -11 -12 12 15 -15 -16 -17 28 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00087852759260526839 0.00091768068084919368 0.00043358260374497026 0.00089152863501123158 0.00026971554036672209 0.00086121559936125401 0.00025861212139181942 0.00079649336596223762 0.00086492740134432012 0.00024696364004595086 0.00050443893509340902 0.00068735516763818887 0.00039590608634856872 0.00082123500437691498 0.0010092540805140069 0.00034545218853765174 0.00051519222210581392 0.00060001424561366857 0.0010673548919536795 0.00080933270233106761 3.3891569165622488e-05 0.00060936695167300111 0.0007993976586667072 0.00050588649219157644 0.00061725801317130821 0.00085039843404673295 0.00072789268848163634 0.00044338330893382589 0.00050546564544393677 0.00079693135809430493 0.00072435294309982463
leaf_weight=71 24 133 963 20 35 126 22 345 45 22 87 57 27 33 28 23 21 64 28 25 33 83 25 25 284 30 52 21 292 77
leaf_count=71 24 133 963 20 35 126 22 345 45 22 87 57 27 33 28 23 21 64 28 25 33 83 25 25 284 30 52 21 292 77
internal_value=0 0.000444245 0.000833103 0.000558842 0.000707633 0.000320771 0.000600242 0.000858209 0.000454664 0.000793913 0.000810073 0.00051308 0.000547847 0.000823953 0.000540543 0.000680455 0.000826298 0.000884501 0.000988826 0.000221407 0.000474175 0.000789791 0.000731455 0.000876955 0.000831536 0.000584243 0.00053888 0.000654364 0.00078372 0.000770292
internal_weight=0 590 2531 306 422 284 188 2109 205 234 745 160 140 212 153 50 658 1364 92 151 90 179 108 1272 309 125 95 43 313 101
internal_count=3121 590 2531 306 422 284 188 2109 205 234 745 160 140 212 153 50 658 1364 92 151 90 179 108 1272 309 125 95 43 313 101
is_linear=0
shrinkage=0.00196078


Tree=6359
num_leaves=31
num_cat=0
split_feature=1 52 3 13 15 1 49 12 2 157 4 0 15 16 52 474 2 11 14 97 2 15 16 150 3 49 16 483 160 160
split_gain=0.499435 0.087565 0.0726319 0.077041 0.0716732 0.0728165 0.0706145 0.0668485 0.0733971 0.0640435 0.0776163 0.0685185 0.0590718 0.140647 0.0584677 0.0574731 0.0584962 0.0541225 0.0600728 0.0541041 0.0902522 0.0630874 0.0532891 0.0512026 0.050568 0.0748851 0.0885774 0.0461074 0.0513648 0.0581938
threshold=0.10920500000000001 -0.53964499999999982 0.31534000000000006 -0.47860499999999995 0.024640000000000006 0.08864000000000001 -0.014169999999999999 0.091625000000000012 0.088850000000000012 -0.081749999999999975 -0.010655 -0.033209999999999996 -0.0063699999999999989 -0.0057949999999999989 -0.046924999999999988 0.105645 0.11177500000000001 0.075910000000000019 0.078235000000000013 -0.049229999999999996 0.11362000000000001 -0.41942499999999994 -0.27167499999999994 -0.045534999999999992 -0.087909999999999988 -0.066019999999999981 -0.36241499999999999 0.11494000000000001 -0.54913999999999985 -0.53327999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 9 -4 5 7 24 12 -9 -3 11 14 -1 -14 -11 16 23 27 -19 -12 21 -21 -23 -8 -7 -26 -27 28 -6 -30
right_child=1 2 3 -5 17 6 15 8 -10 10 19 -13 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0077427794249470792 0.0098167579310635741 -0.001766185578890145 0.0028554404058076187 -0.0031967227344990318 0.011146678261951927 -0.0008945484686156979 0.0021781668554198136 0.00013108221895020942 0.0060021256236197223 0.0060164833838051122 -0.00089492093840682946 0.0026128656133854143 -0.0015509702566002185 0.0070749040679964296 0.012961332195184447 0.011301005654968322 0.0015837272877494493 0.013796139227364352 0.0075925053500041769 0.0022220702562157787 0.0023789225409556478 0.011583805855895793 0.0058761811344821419 0.0068082304885116037 0.0061735557024115446 0.0052513179764070595 -0.0037315325404051695 0.0032116293383296583 0.0019858869391360455 0.0073053611897033943
leaf_weight=578 21 20 58 33 34 23 27 23 287 27 27 24 24 89 22 20 30 27 37 36 191 21 74 207 74 23 21 28 21 994
leaf_count=578 21 20 58 33 34 23 27 23 287 27 27 24 24 89 22 20 30 27 37 36 191 21 74 207 74 23 21 28 21 994
internal_value=0 0.00348296 0.00323341 0.0006607 0.00679365 0.00632099 0.00522431 0.00678661 0.00556653 0.00376308 0.00402513 0.00699045 0.00733396 0.00524286 0.00913458 0.00613256 0.00574101 0.00738437 0.0102097 0.00340488 0.00376542 0.00578696 0.00713787 0.00627399 0.00339494 0.00423103 0.000964048 0.00721648 0.00732337 0.0071953
internal_weight=0 554 533 91 2567 1426 425 1001 310 442 422 73 691 113 49 284 264 1141 64 349 322 131 95 234 141 118 44 1077 1049 1015
internal_count=3121 554 533 91 2567 1426 425 1001 310 442 422 73 691 113 49 284 264 1141 64 349 322 131 95 234 141 118 44 1077 1049 1015
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=31
num_cat=0
split_feature=1 155 0 44 3 0 15 2 133 13 9 2 9 484 9 2 1444 481 1429 0 1427 129 48 130 403 160 48 1446 1212 3
split_gain=0.404542 0.073343 0.072511 0.0695001 0.0837236 0.0758248 0.064929 0.0633622 0.0622219 0.0604699 0.0539855 0.0773645 0.109017 0.0724399 0.0508446 0.0479925 0.0717158 0.0618111 0.0615726 0.0557758 0.0555234 0.0524889 0.0547521 0.0460406 0.0497905 0.0459298 0.0457196 0.0437401 0.102558 0.148479
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 0.081805000000000017 0.10893000000000001 -0.10836499999999999 -0.23909999999999995 -0.14451499999999998 -0.24227499999999996 -0.16152999999999998 0.099965000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.076559999999999975 -1.0000000180025095e-35 0.08647500000000001 -0.083894999999999983 -0.099059999999999995 0.083985000000000018 -0.11991499999999998 0.083935000000000023 -0.048309999999999992 0.097500000000000017 -0.070634999999999989 -0.073254999999999987 1.0000000180025095e-35 0.11247500000000001 0.083715000000000026 0.087685000000000013 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 6 -6 -1 -8 -2 -9 11 12 -10 -13 -11 18 -17 -18 19 -16 21 -19 -23 24 -21 -15 -24 -25 29 -29
right_child=1 -3 -4 -5 5 -7 7 9 10 14 -12 13 -14 25 15 16 17 20 -20 23 -22 22 26 27 -26 -27 -28 28 -30 -31
leaf_value=0.00074264541776342824 0.0081583119078498818 0.0075653782965881492 -0.0029201666070591838 0.010982014806459434 -0.0012937063060737023 0.0056208231918779871 0.0012892019612571368 0.00090935323165640945 0.00091067631842523086 0.0019837614726620138 -0.0010068502482574653 -0.0035492650046944616 0.0071427519692191747 0.0022706394347496274 0.010009775509647394 0.0001772142187248738 0.010341261738953604 0.0011472653476116449 0.0023550438662541325 0.0061611638823524124 0.011191365718841554 0.0061583007637122456 0.0022304287585190171 0.0063987494134703591 0.012797835183580623 0.0066008607477501596 0.0064911051467061043 0.017433243016289037 0.003160764992237091 0.0075442583639618978
leaf_weight=22 23 35 21 29 29 35 26 21 41 27 34 20 89 264 59 21 33 23 29 20 20 1211 68 732 26 27 40 22 25 49
leaf_count=22 23 35 21 29 29 35 26 21 41 27 34 20 89 264 59 21 33 23 29 20 20 1211 68 732 26 27 40 22 25 49
internal_value=0 0.00313466 0.00283587 0.00611428 0.00605866 0.00248768 0.00615104 0.00619957 0.00307859 0.00625219 0.00283262 0.00312864 0.00517725 0.0022723 0.00629884 0.00634784 0.00597755 0.00606487 0.00689287 0.00703392 0.00596126 0.00588331 0.0059659 0.00683303 0.00991233 0.00267241 0.00380846 0.00666196 0.00866895 0.0106085
internal_weight=0 554 519 2567 2538 64 2474 2452 498 2426 475 441 130 311 2405 2378 1416 1395 962 933 1362 1342 1319 874 46 291 108 828 96 71
internal_count=3121 554 519 2567 2538 64 2474 2452 498 2426 475 441 130 311 2405 2378 1416 1395 962 933 1362 1342 1319 874 46 291 108 828 96 71
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 14 47 2 4 1 43 2 1 2 2 475 52 16 1 13 13 12 4 3 4 1 16 16 49
split_gain=14.2536 1.8012 1.57715 1.48135 0.991324 0.634104 0.52127 0.441222 0.408455 0.46983 0.407191 0.239833 0.275335 0.235489 0.239186 0.224341 0.176563 0.179658 0.265158 0.299778 0.178542 0.1752 0.161107 0.187226 0.360762 0.160294 0.153249 0.143098 0.141429 0.133891
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.076975000000000002 0.13082500000000002 0.14122000000000004 0.36766000000000004 0.09253500000000002 -0.04890499999999999 0.11362000000000001 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.06562999999999998 0.047850000000000011 0.51222500000000004 0.10124500000000002 -0.070999999999999994 -0.0075049999999999987 0.087695000000000009 -0.49013999999999996 0.090900000000000009 -0.036839999999999991 0.16540500000000002 -0.080509999999999984 -0.50690499999999983 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 6 25 13 26 9 16 -4 -2 -13 22 15 -15 -6 18 19 20 -18 -14 23 -1 -25 -5 -3 -19 -23 -12
right_child=1 7 10 5 8 -7 -8 -9 -10 -11 29 12 21 14 -16 -17 17 27 -20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00090971615459524598 0.0003017366252199118 0.00021031818897388187 0.00067424454770320566 0.00080610438605822486 0.00077967058967009855 0.00039185008946156902 0.00091473326827186375 0.00046140370837119193 0.00046819554439633153 0.00044756294994554701 0.00049524710148426835 0.00055636006618748192 0.00028741843427768814 0.00054773392629882043 0.00054296565818170387 0.00073476922547856737 0.00073267496983886872 0.0008013814233806954 0.00074289132783628945 0.00036274250852418884 0.00056770026474411972 0.00031463159723024741 0.00073653553339295965 0.00077801250851944868 0.00053383141536923013 0.00064244620383717595 3.3927134382613201e-05 0.00067641913737059866 0.00052132760757627361 0.00033159540402522843
leaf_weight=39 112 136 34 33 71 36 75 26 41 33 40 42 52 27 33 284 38 56 58 20 75 20 694 757 24 76 22 95 35 37
leaf_count=39 112 136 34 33 71 36 75 26 41 33 40 42 52 27 33 284 38 56 58 20 75 20 694 757 24 76 22 95 35 37
internal_value=0 0.000385638 0.000724067 0.000458573 0.000734549 0.000617476 0.000754469 0.000224707 0.000655485 0.000672702 0.000495525 0.000370293 0.000421825 0.000748 0.000701689 0.000718531 0.000690691 0.000672219 0.00063226 0.000584015 0.000623178 0.000369017 0.000758522 0.00077713 0.000770509 0.000691994 0.000185757 0.000722763 0.000446165 0.000416609
internal_weight=0 590 2531 406 2420 145 1933 184 487 446 111 261 149 1858 344 311 413 342 191 133 113 107 1514 820 781 109 158 151 55 77
internal_count=3121 590 2531 406 2420 145 1933 184 487 446 111 261 149 1858 344 311 413 342 191 133 113 107 1514 820 781 109 158 151 55 77
is_linear=0
shrinkage=0.00196078


Tree=6362
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 14 4 2 1 2 1 2 16 47 47 16 4 4 16 0 49 1 1 51 43 131 14 1420 2
split_gain=23.4257 3.70443 1.95697 1.93809 1.48782 1.19656 0.796218 0.688832 0.669123 0.564933 0.522665 0.437368 0.444071 0.386253 0.298073 0.255146 0.409077 0.243113 0.236682 0.242098 0.240817 0.224358 0.189909 0.177694 0.17166 0.16761 0.156011 0.1381 0.135271 0.133933
threshold=0.10508500000000001 -0.40967499999999996 1.0000000180025095e-35 0.13604000000000002 0.088105000000000003 0.095545000000000005 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.092845000000000025 0.17025000000000004 0.086920000000000011 0.089775000000000008 -0.52595999999999987 0.13011000000000003 0.090100000000000013 -0.105305 0.0067750000000000006 -0.013125 -0.45661999999999997 0.14486500000000005 -0.009244999999999998 0.11669000000000002 0.15799000000000005 -0.085989999999999997 0.0034250000000000005 0.09031500000000002 -0.41790499999999997 -0.080064999999999983 0.087815000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 5 4 15 6 11 -6 13 -4 14 28 17 -7 -5 22 -17 -13 20 -20 25 -21 24 -12 -3 -15 -2 -24 -1 -30
right_child=1 3 9 10 7 8 -8 -9 -10 -11 23 12 -14 18 -16 16 -18 -19 19 21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012016121870652549 0.0011025668359270283 0.0004083538690454089 0.0009439677564663172 0.00041494490895757971 0.00091649801561645428 0.00071902759547104466 0.0012684798115441779 0.00060116677180254742 0.00072046847799539016 0.00063590598018730391 0.00031997016448454528 0.0010326364094283504 0.00071601743038341987 0.0010758124101085632 0.00067592584181065652 0.00055668152336830936 0.00089612367217725513 0.00088552036801544656 0.0010987495159195369 0.00072288065235696583 0.00086402728974555281 0.00094110469487526161 0.00060202616338291047 8.136740147399635e-05 0.00060379037398748474 0.00096283295463594468 0.00090826260400753394 0.00042535294569249636 0.001088302086197527 0.0010466920898687556
leaf_weight=31 47 20 37 106 84 21 70 39 41 60 28 364 20 196 20 39 21 49 34 20 31 192 22 21 127 68 24 75 693 521
leaf_count=31 47 20 37 106 84 21 70 39 41 60 28 364 20 196 20 39 21 49 34 20 31 192 22 21 127 68 24 75 693 521
internal_value=0 0.000613291 0.00102635 0.000563332 0.000634555 0.00103761 0.00106359 0.000816515 0.000962293 0.000753414 0.000389546 0.00105504 0.00100136 0.000979935 0.00045637 0.000560933 0.000675486 0.00101518 0.000990063 0.000945151 0.00102751 0.000920518 0.000532764 0.000217712 0.0005772 0.00104671 0.00103689 0.000465423 0.00107371 0.00107044
internal_weight=0 673 2448 602 427 2351 1748 123 603 97 175 1678 433 562 126 304 60 413 541 246 295 212 244 49 147 264 71 97 1245 1214
internal_count=3121 673 2448 602 427 2351 1748 123 603 97 175 1678 433 562 126 304 60 413 541 246 295 212 244 49 147 264 71 97 1245 1214
is_linear=0
shrinkage=0.00196078


Tree=6363
num_leaves=31
num_cat=0
split_feature=1 1 4 10 2 131 123 2 1 131 159 4 1456 401 1186 1204 1213 2 1446 3 475 475 160 14 16 4 2 2 4 129
split_gain=0.489686 0.0852155 0.0727798 0.0707344 0.0687327 0.0638192 0.0605504 0.0541585 0.0673878 0.0527373 0.0511751 0.0482152 0.0627554 0.0618759 0.0521339 0.0484352 0.0543659 0.083042 0.0753871 0.0632797 0.0629106 0.068322 0.0601622 0.0478748 0.0491332 0.0467251 0.0754944 0.0529911 0.044581 0.0461756
threshold=0.10920500000000001 0.14262000000000002 -0.010655 -0.074314999999999978 0.098630000000000009 0.096070000000000016 0.08592000000000001 -0.0091949999999999983 0.092845000000000025 0.093840000000000021 0.04105000000000001 -0.082769999999999982 -0.065759999999999985 1.0000000180025095e-35 0.060550000000000007 -0.08725999999999999 -0.082414999999999974 0.091055000000000011 0.037915000000000011 -0.082039999999999988 -0.084169999999999981 -0.081774999999999973 -0.077459999999999987 -0.46166999999999997 -0.008904999999999998 -0.0092149999999999992 0.086950000000000013 0.087815000000000018 -0.082249999999999976 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -3 7 23 -6 8 -1 -5 -2 12 -9 15 -14 -13 17 19 20 -17 25 22 -22 -4 -25 26 -18 -28 -23 -30
right_child=1 3 5 9 6 -7 -8 11 -10 -11 -12 13 14 -15 -16 16 18 -19 -20 -21 21 28 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0081619133511858614 0.0076778404153429155 -0.0040104582694105127 0.0061146444516816702 0.0036815525451327547 0.0061242474528438243 0.0071175141353728016 0.0013613086875661144 0.01222128860981149 0.0021555952351302544 -0.0021699337300378828 0.0029626426568938771 0.011561095360666514 0.0075192670403341506 0.0087220119054776425 0.01221349013503641 4.8085025983022115e-05 0.011675409315136711 0.0098214672505855562 0.0090794475961799223 0.0064313413677737118 -0.00071736259202365409 0.01020421744324267 0.0063879694556817418 0.0029635526592517929 -0.0010294496049431878 0.011888469123561774 0.0018487589303404094 0.0082968318243869226 0.0064024999341111034 0.0016504563835388537
leaf_weight=31 82 22 40 67 571 41 28 34 47 20 32 20 441 169 25 41 27 20 127 25 26 30 22 214 36 33 25 26 778 21
leaf_count=31 82 22 40 67 571 41 28 34 47 20 32 20 441 169 25 41 27 20 127 25 26 30 22 214 36 33 25 26 778 21
internal_value=0 0.00356131 0.00417513 0.00105537 0.00683953 0.0034246 0.00590161 0.00712501 0.00454272 0.00233638 0.00635428 0.00723158 0.00807372 0.00692865 0.0077711 0.00668043 0.00659915 0.00417656 0.00678601 0.00246599 0.0064912 0.00620731 0.00253925 0.0029025 0.00238856 0.00873416 0.00739965 0.00513601 0.0064197 0.0062776
internal_weight=0 554 445 109 2567 331 599 1968 78 87 114 1890 500 1390 466 1221 1201 86 1115 66 988 877 48 290 250 111 78 51 829 799
internal_count=3121 554 445 109 2567 331 599 1968 78 87 114 1890 500 1390 466 1221 1201 86 1115 66 988 877 48 290 250 111 78 51 829 799
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=31
num_cat=0
split_feature=1 3 4 2 9 132 12 4 2 133 132 1 15 42 42 39 42 3 16 12 2 11 160 4 13 40 158 4 160 3
split_gain=0.397239 0.101765 0.0834154 0.0594728 0.0768893 0.0610933 0.0594318 0.0573057 0.0565222 0.0559211 0.0603324 0.0546009 0.0482271 0.0437797 0.0737972 0.062724 0.0485005 0.0436254 0.0519304 0.0442816 0.0723162 0.0445498 0.0592247 0.0588019 0.0425053 0.0424119 0.0418901 0.0568154 0.0664391 0.0561654
threshold=0.10312500000000001 0.31299000000000005 -0.17966999999999997 0.13622000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42850999999999995 0.40124500000000002 0.14122000000000004 0.089980000000000018 0.078465000000000021 0.13501500000000002 -0.089964999999999976 0.090835000000000013 0.082810000000000009 0.088895000000000016 0.094165000000000013 0.10542000000000001 0.27776000000000006 0.11734000000000001 0.10527500000000002 1.0000000180025095e-35 -0.085764999999999994 -0.111605 -0.117405 -0.07632499999999999 0.085030000000000008 0.0061450000000000003 -0.087429999999999994 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 25 -6 -3 8 17 10 13 -8 -5 14 15 -7 -15 19 -19 21 -21 24 -23 -24 -1 -4 27 29 -29 -26
right_child=1 6 3 12 5 9 11 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 18 -20 20 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0028808571357170449 0.00706986967451507 0.0042966229152599615 0.0027966591755323338 0.0026457861930248329 -0.00057911549561790062 0.0050855550179726887 0.0019685185710841325 0.0011750428175384348 0.0026217500747340483 0.0012913107223859108 0.0013496249321509491 -0.0032564660515345166 -0.0025500502346245493 0.0001758440955503223 0.011258790728946528 0.010607406367004539 0.0054471563151309967 0.0001122200454119593 0.0070117031462723391 0.0068636586375791456 -0.00064490024688775135 0.0039256516407476742 0.0076883765471552224 0.012899172734328066 0.0029044708026395669 -0.0030392677751660815 0.0078526128691919442 0.0084508866104189059 0.0041219114948935478 0.0066090567260756366
leaf_weight=34 82 35 33 80 21 144 40 22 41 37 33 40 23 24 30 24 64 24 20 29 23 24 63 33 42 20 192 43 202 1599
leaf_count=34 82 35 33 80 21 144 40 22 41 37 33 40 23 24 30 24 64 24 20 29 23 24 63 33 42 20 192 43 202 1599
internal_value=0 0.00359009 0.00410065 0.00364385 0.00416083 0.00466221 0.000859686 0.00625524 0.00630242 0.00497139 0.00539824 -0.000643974 0.00148555 0.00586538 0.00669021 0.00587439 0.00400953 0.00636724 0.00324835 0.00642732 0.00354257 0.00649453 0.0083688 0.00947959 0.00638804 0.000594423 0.00644542 0.00630217 0.00488169 0.00651424
internal_weight=0 730 615 533 430 377 115 2391 2369 356 319 80 103 286 198 168 88 2328 44 2284 52 2232 120 96 2112 53 2078 1886 245 1641
internal_count=3121 730 615 533 430 377 115 2391 2369 356 319 80 103 286 198 168 88 2328 44 2284 52 2232 120 96 2112 53 2078 1886 245 1641
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=31
num_cat=0
split_feature=1 3 0 4 12 16 2 15 15 15 124 2 376 42 12 12 158 12 4 13 394 49 4 13 42 0 42 43 13 1454
split_gain=0.321764 0.0865179 0.0731289 0.0486415 0.0536865 0.0555272 0.0516541 0.0735691 0.0569938 0.0540125 0.0474176 0.0484404 0.047024 0.0436423 0.0463831 0.0545067 0.0354046 0.053514 0.05183 0.0407159 0.117982 0.0674551 0.0951956 0.0863393 0.0568038 0.0388657 0.0661111 0.0397416 0.0388527 0.0437797
threshold=0.10312500000000001 -0.07793499999999999 0.10455500000000001 -0.17966999999999997 -0.10022999999999999 -0.29154999999999992 0.13712500000000002 -0.079929999999999987 0.013270000000000002 -0.016799999999999995 -0.076779999999999987 0.13404500000000005 0.084545000000000009 -0.019989999999999997 0.10589000000000003 0.11351500000000002 0.07968500000000002 0.080890000000000017 0.24564500000000003 0.0015850000000000003 -0.08151499999999999 0.0034800000000000005 -0.50052499999999989 0.054800000000000008 -0.093284999999999993 -0.087974999999999984 -1.0000000180025095e-35 -0.48582499999999995 -0.088069999999999996 0.081220000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 13 3 -3 5 -5 8 -8 9 -6 12 16 -1 -2 -15 -16 18 -18 19 24 -21 22 -22 -23 -12 -24 27 -27 -19 -30
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 17 28 -20 20 21 23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0019464532894646535 0.0013641980332161846 0.0064931468808825943 -0.0033839287934824824 0.0023516963205218095 0.0027355105793685653 0.0081554679163673427 0.0016131592912888911 -0.0048620483068668331 0.0068652330385521061 -0.0019724742992332689 0.0082847424238517917 0.0026083179456134311 0.0069114069281904795 0.0064726063719934973 -0.00048243688167228058 0.0065861205523833639 0.010490491920144349 0.0029183118552188313 0.0018895363014760531 -0.0025397686587114421 0.011966552135224144 -0.0028961612621233577 0.0083443962173381202 0.0047446389645338059 0.0057776166327762439 0.0097722949134185916 0.00061888744239695375 0.0049935295596656238 0.0074595035984351306 0.002590323260076167
leaf_weight=65 29 33 20 34 250 32 74 23 30 27 96 49 27 134 24 20 36 29 36 21 24 21 36 50 1541 20 32 134 153 21
leaf_count=65 29 33 20 34 250 32 74 23 30 27 96 49 27 134 24 20 36 29 36 21 24 21 36 50 1541 20 32 134 153 21
internal_value=0 0.00323108 0.00254618 0.00278197 0.0025214 0.00516565 0.00208942 7.78008e-05 0.00272501 0.00227661 0.00562971 0.0057188 0.00340356 0.00496152 0.0055476 0.00273054 0.00578654 0.00693719 0.00564979 0.00571833 0.0047191 0.00519997 0.00598365 0.00248468 0.00592464 0.00533685 0.00475475 0.00561415 0.00630705 0.00687184
internal_weight=0 730 523 503 470 66 404 97 307 277 2391 2299 92 207 178 44 2250 239 2011 1975 338 317 246 71 1637 222 186 154 203 174
internal_count=3121 730 523 503 470 66 404 97 307 277 2391 2299 92 207 178 44 2250 239 2011 1975 338 317 246 71 1637 222 186 154 203 174
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=31
num_cat=0
split_feature=1 12 15 4 15 3 0 46 2 1 483 16 393 4 0 51 457 4 0 151 0 48 52 1446 15 1453 16 483 42 1213
split_gain=0.27325 0.0857078 0.0740031 0.0814769 0.109532 0.161804 0.131625 0.0596475 0.0502023 0.0485445 0.0440542 0.0428255 0.0414657 0.0406692 0.0341452 0.0359905 0.033507 0.0348891 0.0468774 0.0972166 0.0657369 0.0579972 0.0747798 0.0575964 0.051423 0.0669092 0.0539296 0.051132 0.0506515 0.0414915
threshold=0.12000500000000001 0.078300000000000008 0.035560000000000008 -0.17966999999999997 -0.016799999999999995 0.11296500000000002 -0.071924999999999989 0.084955000000000017 -0.080614999999999978 0.16773500000000005 0.098395000000000024 0.10246000000000001 0.084580000000000016 -0.034939999999999992 0.056435000000000006 -0.14097999999999997 0.09228500000000002 0.053180000000000012 -0.089964999999999976 -0.088054999999999981 -0.089019999999999974 0.091545000000000015 0.14295500000000003 0.11018500000000002 -0.081924999999999984 -0.044999999999999991 0.0047850000000000011 0.085765000000000022 0.085935000000000025 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 7 6 -6 12 -3 10 13 -4 -5 -2 15 -1 17 18 19 -10 -20 23 -23 24 28 26 -26 -21 -22 -27
right_child=9 8 11 4 5 -7 -8 -9 16 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 27 21 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.005126446960327615 0.0046388110818548342 0.0091685293122164679 0.0090303406852763144 0.0030485866068523716 0.0062255308264866473 -0.0082326328638009736 -0.0033328848960809416 0.0086904391992985355 0.00051476371322328653 -0.0025742386305785698 0.0067266566469334071 0.0036149757671291418 0.0076313933501729663 0.0013691292885902278 0.0037492070696316659 0.010742004852741958 0.0076234295585891239 0.0039831549407348841 0.00042863558797586355 0.0063047071393501812 0.0096122581713680866 0.0043425661923187182 -0.0025046159089966258 0.0094209938706626417 0.0047951470343396072 0.0063596717960261798 -0.0016504553888269044 0.0099945804663002496 0.0051101790855218676 0.0048448447295167197
leaf_weight=21 45 31 40 330 34 20 25 22 26 23 20 23 21 246 28 25 52 266 31 227 49 58 22 32 25 219 27 45 51 1037
leaf_count=21 45 31 40 330 34 20 25 22 26 23 20 23 21 246 28 25 52 266 31 227 49 58 22 32 25 219 27 45 51 1037
internal_value=0 0.00488573 0.00381446 0.00342654 0.00292296 -0.000459579 0.00217535 0.00363936 0.0051728 0.00185892 0.00218677 0.0070533 0.00332277 0.00187475 0.00650248 0.00817838 0.00511564 0.00505398 0.00520803 0.00635674 0.00498732 0.00508029 0.00245959 0.00522589 0.00513055 0.00496345 0.00144839 0.00691516 0.0073162 0.00510897
internal_weight=0 2787 589 526 452 79 59 373 2198 334 311 63 351 291 74 46 2167 2115 1849 298 1551 1520 80 1440 1408 1308 52 272 100 1256
internal_count=3121 2787 589 526 452 79 59 373 2198 334 311 63 351 291 74 46 2167 2115 1849 298 1551 1520 80 1440 1408 1308 52 272 100 1256
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 1 2 1 2 4 12 0 457 1 47 1 1 0 160 16 43 2 4 4 4 15 10
split_gain=36.057 3.96711 3.72982 2.5359 2.29947 1.57614 1.3129 1.18535 1.02904 0.841522 0.701029 0.623839 0.655602 0.487824 0.472487 0.468282 0.697325 0.35475 0.347061 0.316379 0.313294 0.309234 0.261805 0.261573 0.537216 0.261253 0.234968 0.215359 0.213238 0.22241
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.091265000000000013 0.12958500000000003 0.40124500000000002 0.092845000000000025 0.14122000000000004 0.087135000000000004 0.14753000000000002 0.27834500000000006 0.08401500000000002 -0.14832499999999996 0.080930000000000016 0.089875000000000024 0.081320000000000017 1.0000000180025095e-35 0.089770000000000016 -0.030209999999999997 -1.0000000180025095e-35 -0.040964999999999994 -0.04890499999999999 0.11177500000000001 0.0052350000000000009 -0.0057249999999999992 -0.041644999999999995 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 5 10 11 27 -4 15 14 12 -3 17 -1 18 -17 26 20 -20 25 -14 -8 -2 -25 -7 -12 -5 -13 -30
right_child=1 6 8 7 -6 9 22 -9 -10 -11 13 28 21 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0013080365928775952 0.00046128674683253336 0.00059088846112878698 0.0009907147615642604 0.0012052279243282243 0.00065220337742554065 0.0010821046667927195 0.00052321955739486356 0.00057028195064482128 0.00059022616130355635 0.00075801675555767028 0.00066451246576274144 0.00030567264190062369 0.00048334029319924707 0.0010990995016049996 0.001152380544527347 0.0010698651963589238 0.00057865350402197709 0.0011376554255976396 0.0012904333677508082 0.0010879820874889793 0.00088597267758803349 0.0002484992822863937 0.00081597040924761026 0.00088412437900077425 0.00053905806491273483 0.00099471748612619355 0.00094277908613367911 0.00097487820273800736 0.00023739458635157231 -1.7051623823742073e-05
leaf_weight=81 77 44 37 20 45 352 23 29 74 41 20 32 29 366 1008 25 20 20 40 115 49 84 24 22 82 210 28 71 25 28
leaf_count=81 77 44 37 20 45 352 23 29 74 41 20 32 29 366 1008 25 20 20 40 115 49 84 24 22 82 210 28 71 25 28
internal_value=0 0.000536912 0.00107518 0.000694457 0.0010913 0.00109962 0.000372824 0.000915492 0.000723722 0.00103209 0.0011374 0.000314582 0.000387834 0.00107076 0.00116396 0.00104594 0.000851549 0.000918253 0.00105736 0.00114023 0.00103634 0.000308768 0.000672709 0.000547915 0.000612053 0.00104945 0.000826835 0.0010255 0.000179282 0.00010297
internal_weight=0 590 2531 301 2420 2375 289 120 111 852 1523 242 157 434 1089 811 45 68 766 155 611 113 47 181 104 562 48 91 85 53
internal_count=3121 590 2531 301 2420 2375 289 120 111 852 1523 242 157 434 1089 811 45 68 766 155 611 113 47 181 104 562 48 91 85 53
is_linear=0
shrinkage=0.00196078


Tree=6368
num_leaves=31
num_cat=0
split_feature=4 2 3 149 12 1 457 45 42 3 10 2 40 376 13 52 484 14 1208 15 4 2 1424 158 52 4 4 4 16 15
split_gain=0.320768 0.110857 0.0896803 0.0624023 0.0550549 0.0689638 0.0569806 0.0506962 0.0503845 0.0504658 0.0496057 0.0471086 0.045292 0.0461884 0.0529799 0.0422068 0.043538 0.0525585 0.0387552 0.0593215 0.0424113 0.0367366 0.0341528 0.0354795 0.0614186 0.0380336 0.0829146 0.0602832 0.066195 0.0519459
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.010834999999999999 0.093575000000000019 0.29113500000000009 0.084355000000000013 0.11457500000000002 -0.077644999999999978 -0.079859999999999987 0.093320000000000014 -0.0036699999999999992 0.080200000000000007 -0.0093149999999999986 -0.075329999999999994 0.096415000000000015 -1.0000000180025095e-35 0.099975000000000008 0.096055000000000015 -0.080094999999999986 0.095195000000000016 1.0000000180025095e-35 0.07968500000000002 0.11639500000000001 0.042705000000000007 0.018150000000000003 0.056795000000000005 -0.013324999999999998 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 11 7 8 22 18 -2 -1 13 -7 -15 -12 17 -17 19 20 -10 -11 23 25 -25 26 -6 28 -27 -29
right_child=3 -3 -4 -5 6 12 -8 -9 9 21 15 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.0093177712650989019 -0.0016785161856275339 -0.00049864615059711718 0.0016621146916608828 0.0065870103538535271 0.0055715943992719922 0.0063286943912923268 0.00081018766760826118 0.0096268814530283704 0.0049841192176403558 -0.0011895487625830962 -0.0018003987544216217 0.0044644957076525318 -0.0013294431529939175 0.0039969555466086602 -0.001476512390321919 0.0056213508112440734 -0.001556402392088785 0.0020914949550202059 0.0086196074312153686 0.0086476865247823304 -0.0013123379298485816 0.0034743468978711851 0.0089279739835546931 0.0073487617256814963 0.0017913665363184094 0.004907404102518091 0.011490215543502321 0.0025946972249325235 -0.0029418025970120321 0.0063193497206784979
leaf_weight=30 39 33 65 28 1719 36 25 31 23 24 25 60 25 48 28 55 24 181 28 20 20 57 32 207 22 21 24 56 22 113
leaf_count=30 39 33 65 28 1719 36 25 31 23 24 25 60 25 48 28 55 24 181 28 20 20 57 32 207 22 21 24 56 22 113
internal_value=0 0.00526267 0.00533216 0.0020578 0.00542147 0.00393177 0.00555983 0.00560892 0.00555676 0.00390802 0.00166639 0.00608225 0.00251904 0.00337808 0.00198041 0.00212411 0.00250147 0.00291413 0.00552407 0.00414828 0.00205553 0.00209245 0.00568473 0.00563721 0.00681486 0.00549926 0.00565309 0.00423455 0.000891531 0.00508515
internal_weight=0 2769 2736 352 2671 227 2444 2419 2388 172 324 90 137 112 76 285 260 236 91 63 43 81 2216 2184 229 1955 1743 212 43 169
internal_count=3121 2769 2736 352 2671 227 2444 2419 2388 172 324 90 137 112 76 285 260 236 91 63 43 81 2216 2184 229 1955 1743 212 43 169
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 15 3 0 39 16 2 52 1 47 40 14 12 12 16 4 39 52 130 123 48 151 1 40 480 15
split_gain=0.262753 0.0752844 0.0770052 0.0732673 0.064734 0.0774869 0.131915 0.107515 0.0616601 0.0666162 0.0505276 0.0485322 0.0424008 0.0388712 0.041462 0.0345257 0.0387887 0.061288 0.0524876 0.0635925 0.039236 0.0340692 0.0496446 0.0503257 0.0485296 0.0503944 0.0478544 0.0319852 0.0304039 0.0351268
threshold=0.11846000000000002 0.078300000000000008 0.081805000000000017 -0.17966999999999997 0.035560000000000008 -0.016799999999999995 0.11296500000000002 -0.071924999999999989 0.085425000000000015 0.24134000000000003 -0.080614999999999978 -0.089199999999999988 0.16773500000000005 0.085505000000000012 -0.0087249999999999984 -0.47071999999999997 0.11734000000000001 0.09364500000000002 -0.074319999999999983 0.015030000000000002 0.098905000000000007 -0.080114999999999978 -1.0000000180025095e-35 0.084880000000000025 0.097500000000000017 -0.083274999999999988 0.089875000000000024 -0.081239999999999993 -0.095389999999999989 0.15110000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 11 7 -7 9 -1 -3 -5 13 15 -15 -2 17 18 20 -20 -17 27 -23 24 25 -24 -27 -13 -12 -30
right_child=12 10 -4 4 -6 6 -8 -9 -10 -11 28 21 -14 14 -16 16 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.010908683935801189 0.0054186543589457873 0.0090844071198565267 0.0089353358131591936 0.0059762039029953523 0.0069307106597399394 0.005788169685847072 -0.0072699826187454164 -0.0028505828068300619 0.0009883217699825763 0.0049017088834564983 0.0013356401443319478 0.002633855836183736 -0.0022913509615413523 0.00053329002423976944 0.0050683170345210892 0.0034439287257983404 0.00422920955796585 -0.004205519264602723 0.002018016829000165 -0.0053403670008739697 -0.00099530449951998898 0.0080236022872850303 0.0076299147276372159 -0.00042477411767229058 -0.00067375540713091259 0.00036811781258285539 0.004822769699702887 -0.002055972734412465 0.0050368512471053806 0.001406906965982031
leaf_weight=30 20 30 27 54 37 34 20 25 20 48 23 33 23 28 72 85 33 24 24 23 26 20 34 39 23 38 66 26 2109 27
leaf_count=30 20 30 27 54 37 34 20 25 20 48 23 33 23 28 72 85 33 24 24 23 26 20 34 39 23 38 66 26 2109 27
internal_value=0 0.00474136 0.003722 0.00346467 0.00292397 0.00256415 -0.000251474 0.00212768 0.00594193 0.00721208 0.00500866 0.00323212 0.00186205 0.00214721 0.00379851 0.00144453 0.00107484 0.000502898 0.0012181 -0.00158289 0.00240411 0.002701 0.00327326 0.00279823 0.00357896 0.00428774 0.00319511 0.000567152 0.00495203 0.00499097
internal_weight=0 2763 574 547 449 412 79 59 98 78 2189 333 358 335 100 235 215 182 158 47 111 279 220 200 161 138 104 59 2159 2136
internal_count=3121 2763 574 547 449 412 79 59 98 78 2189 333 358 335 100 235 215 182 158 47 111 279 220 200 161 138 104 59 2159 2136
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 150 43 14 47 2 4 4 0 160 2 3 16 0 43 13 4 131 2 3 4 4 43
split_gain=12.7414 1.57128 1.41756 0.934041 0.92452 0.55668 0.511208 0.433891 0.414035 0.322822 0.287806 0.284916 0.266518 0.272853 0.249217 0.187168 0.182947 0.175233 0.160084 0.154224 0.153804 0.156 0.201856 0.146546 0.141801 0.200645 0.141508 0.197498 0.132639 0.130545
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091545000000000015 0.12958500000000003 0.40124500000000002 1.0000000180025095e-35 -0.04890499999999999 0.076175000000000007 0.077555000000000013 0.14285500000000004 0.27834500000000006 0.00063500000000000004 -0.14001499999999997 -0.067824999999999983 0.113445 -0.0025099999999999996 -0.040964999999999994 -0.072894999999999988 -0.08287499999999999 0.049530000000000012 -0.0070899999999999991 0.082750000000000004 0.31358000000000003 -0.081054999999999974 -0.078629999999999992 -0.064054999999999987 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 11 10 12 23 9 -6 15 17 13 -3 20 -4 -15 28 -18 -8 -7 22 -22 -5 25 -14 -23 -28 -1 -2
right_child=1 6 5 7 8 14 19 -9 -10 -11 -12 -13 24 16 -16 -17 18 -19 -20 -21 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00072077969700756598 0.00026976731644959008 0.00039059439115247507 0.00053547652490783997 0.00072366401985071705 0.00039124612073558092 0.00069479288982168949 0.0003151065686627117 0.00037042096332301201 0.00037883812583696855 0.00060992846122094396 0.00086491282398908542 0.00083977696337838529 0.00014789483712112776 0.00035826819365286763 0.00059018008092711846 0.00071035935390589301 0.00024894998308651377 0.00045705239461990549 7.24049090800405e-05 0.00053979735730179379 0.00038115830982432644 0.00071085067858145075 0.00063546633749615906 0.00056628308979254655 0.00027391385510746458 -8.0369025144689515e-05 0.00045929348115917424 0.00065073182835733833 0.00060206181957303724 0.00038827980743456615
leaf_weight=63 49 43 24 46 36 349 23 29 96 93 46 29 57 23 216 1198 39 20 40 24 20 98 30 45 20 20 26 102 85 132
leaf_count=63 49 43 24 46 36 349 23 29 96 93 46 29 57 23 216 1198 39 20 40 24 20 98 30 45 20 20 26 102 85 132
internal_value=0 0.000345982 0.000665955 0.000445133 0.000562217 0.000686712 0.000242714 0.000579279 0.000476341 0.000548901 0.000712656 0.000660299 0.000206371 0.000259593 0.000647596 0.000706925 0.000204367 0.000629318 0.00015956 0.000429842 0.000667439 0.000632851 0.000533743 0.000645838 0.000126813 8.86055e-05 0.000654777 0.000611846 0.000652597 0.000356196
internal_weight=0 590 2531 301 422 2109 289 120 225 129 1268 197 242 145 841 1222 102 168 79 47 625 276 50 91 97 77 226 128 148 181
internal_count=3121 590 2531 301 422 2109 289 120 225 129 1268 197 242 145 841 1222 102 168 79 47 625 276 50 91 97 77 226 128 148 181
is_linear=0
shrinkage=0.00196078


Tree=6371
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 3 1 4 1 0 15 4 0 4 47 49 4 52 16 16 43 151 48 4 4 11 1 0
split_gain=19.2999 2.9795 1.56037 1.53308 1.14491 0.940472 0.70693 0.656914 0.635352 0.612325 0.53319 0.447659 0.483421 0.429711 0.403922 0.320823 0.320514 0.316752 0.30766 0.229471 0.196874 0.19599 0.186652 0.18201 0.173218 0.230025 0.248164 0.165994 0.165185 0.163961
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.13501500000000002 0.062655000000000016 0.088060000000000013 0.13075500000000004 0.033845000000000007 0.09253500000000002 -0.11173999999999999 -0.10469999999999999 -0.029144999999999997 -0.07929499999999999 0.056795000000000005 0.10648500000000001 -0.054984999999999992 0.27834500000000006 0.048770000000000008 -0.10850999999999998 -0.039889999999999988 -0.0064299999999999991 -0.083919999999999981 0.092475000000000016 -0.42529999999999996 -0.15289999999999995 0.086080000000000018 0.13604000000000002 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 9 8 16 11 -4 12 -1 -9 -13 -15 -3 -2 20 28 -11 -14 -5 -16 25 27 -27 -25 -6 -17
right_child=1 4 10 22 19 -7 -8 13 -10 18 -12 14 21 15 23 29 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00096932349982214907 0.00054086633117906018 0.00038119302401833777 0.00077190361755890419 0.00030290191280030253 0.00023395690888231043 0.00055987317480483197 0.0010137443200282468 0.00071892568265464313 0.00020407313751467668 0.00081230095689516972 0.00046547565612809063 0.00087131214392160267 0.00053320573132472043 0.00026723818086525972 0.00062631364108300675 0.00038852731909372508 0.00063571132650441678 0.00078648997021251506 0.00052360276626871229 0.00030738956782636002 0.00070534020864562339 0.00075560576954454757 0.0004914392315786821 0.00093767735267471066 0.00070044095949519931 0.00063895451181166462 0.00081789440545033097 0.00075554925753595003 3.5978326632573731e-05 0.00057694720683478516
leaf_weight=20 24 110 34 33 26 48 84 31 80 149 61 1177 39 26 20 26 23 127 22 34 119 25 52 97 46 32 433 24 43 56
leaf_count=20 24 110 34 33 26 48 84 31 80 149 61 1177 39 26 20 26 23 127 22 34 119 25 52 97 46 32 433 24 43 56
internal_value=0 0.000450103 0.000821477 0.00062888 0.000357374 0.000831499 0.0008372 0.00041058 0.000342152 0.000830469 0.000575145 0.000843197 0.000703234 0.000515436 0.000849625 0.000457027 0.000425207 0.00074745 0.000746509 0.000175546 0.000764807 0.000620081 0.000418242 0.000810474 0.000816302 0.000825397 0.00080558 0.000901553 0.000110579 0.000517204
internal_weight=0 691 2430 236 455 2335 2287 352 213 2203 95 1913 84 139 1829 108 133 151 290 103 268 64 85 652 632 586 465 121 69 82
internal_count=3121 691 2430 236 455 2335 2287 352 213 2203 95 1913 84 139 1829 108 133 151 290 103 268 64 85 652 632 586 465 121 69 82
is_linear=0
shrinkage=0.00196078


Tree=6372
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 4 14 2 12 47 50 47 49 4 4 3 0 4 14 16 1 1 1 0 49
split_gain=21.1952 2.56229 2.21019 1.43656 1.383 0.961482 0.870234 0.715952 0.711725 0.697503 0.470807 0.414897 0.399013 0.299855 0.285744 0.267838 0.263148 0.253054 0.23834 0.223173 0.229198 0.193365 0.244217 0.175417 0.166255 0.19713 0.154747 0.153778 0.152453 0.149017
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 -0.15464999999999998 0.033845000000000007 0.076175000000000007 0.11389000000000002 0.13597000000000004 0.077555000000000013 0.041865000000000006 0.091680000000000011 -0.012034999999999999 -0.033174999999999989 -0.064054999999999987 0.090900000000000009 -0.11242999999999999 0.181285 -0.46166999999999997 -0.06421499999999998 0.11414000000000001 0.13075500000000004 0.12958500000000003 -0.097024999999999986 -0.085174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 17 7 11 -3 27 -5 13 21 14 28 19 -7 29 -2 -10 -1 -21 22 -4 -20 25 -25 -6 -9 -8 -11
right_child=1 5 6 9 26 15 10 8 18 16 -12 -13 -14 -15 -16 -17 -18 -19 23 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00076493507832856163 0.00042461819764153625 0.00012227639446363731 0.00047699269966459745 0.00070187698413177026 0.00034119749184259595 2.8721727475130797e-07 0.00084980825406061485 0.00067281987743847296 0.00045787754983904011 0.00050433915904979636 0.00059865322410411037 0.00095436435640620454 0.00043099770777312615 0.00051631871069340071 0.00087608321925677229 0.00022770844169556646 0.00055636203471408623 0.00066797105136556898 0.00039464354734210406 0.00067247898030041767 0.00046180757113801227 0.0007694792793030966 0.0007763681843637782 0.00036662836703177631 9.53464688262725e-05 0.00017098137331087267 0.00014965423813479301 0.00043525861868379164 0.00071357663262017321 0.00032280572311104013
leaf_weight=69 20 90 20 35 50 85 33 22 23 21 171 46 22 29 33 26 31 92 24 84 26 1053 22 36 34 44 24 20 735 101
leaf_count=69 20 90 20 35 50 85 33 22 23 21 171 46 22 29 33 26 31 92 24 84 26 1053 22 36 34 44 24 20 735 101
internal_value=0 0.000296645 0.000709334 0.000579801 0.000487082 0.000208968 0.000735253 0.000267844 0.000332381 0.000452167 0.00069201 0.000771939 0.000682344 0.00071204 0.000708427 5.35571e-05 0.000395044 0.000624515 0.000273082 0.000677518 0.000622684 0.000764275 0.000633808 0.000242283 0.000210207 0.000259023 0.000279075 0.000559695 0.00071943 0.000354053
internal_weight=0 590 2531 422 186 404 2109 293 203 188 968 1141 234 797 212 111 153 112 161 179 110 1095 42 138 114 80 74 42 768 122
internal_count=3121 590 2531 422 186 404 2109 293 203 188 968 1141 234 797 212 111 153 112 161 179 110 1095 42 138 114 80 74 42 768 122
is_linear=0
shrinkage=0.00196078


Tree=6373
num_leaves=31
num_cat=0
split_feature=4 3 2 1 457 12 40 3 2 149 12 157 1212 403 150 15 3 16 1212 49 474 157 51 15 1201 16 16 16 43 42
split_gain=0.421679 0.129571 0.0990567 0.0709043 0.115408 0.0563521 0.0588236 0.0547732 0.054169 0.0497861 0.0479203 0.0524429 0.049445 0.0757511 0.0458107 0.045625 0.0471263 0.0954795 0.0416202 0.0428855 0.047362 0.0791906 0.0781381 0.0625219 0.041391 0.0515095 0.079626 0.075452 0.0408593 0.0401375
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.089625000000000024 0.079590000000000008 -0.010834999999999999 -0.0061149999999999998 -0.017889999999999996 0.25063000000000007 0.07770500000000001 0.08815000000000002 -0.089089999999999989 -0.04353499999999999 -0.0047449999999999992 0.08826500000000001 -0.15914499999999995 0.090900000000000009 0.10994000000000002 0.12218000000000002 0.12595000000000003 0.085500000000000007 -0.0074399999999999996 -0.023524999999999997 -0.080694999999999989 -0.064749999999999988 0.19444000000000003 0.31475000000000003 0.083160000000000026 -0.50216499999999986 0.090835000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 -5 -6 9 -2 11 -1 13 -13 18 -14 29 -18 19 20 21 23 -22 -12 -23 27 -27 28 -26 -17
right_child=8 -3 -4 4 7 -7 -8 -9 -10 -11 14 12 15 -15 -16 16 17 -19 -20 -21 22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0099514047865970779 0.0021991727418236942 0.0017998732492948571 -0.00052076055587309863 0.0049253855031565763 -0.0021256838031113146 0.0060895786647652099 -0.00070483620464801796 0.0034063526941093777 -0.0023609084930891794 0.0067595493581253472 0.0052604802182759161 0.014249663711303756 0.010191266615947825 0.0071895736472850497 0.0097050749820967522 0.0063076526922629262 -0.0018916605855338277 0.0078797023417428152 0.0089259786564537379 0.002388730541570112 0.012424942074964446 0.0018627856678974171 0.0050096825479219358 -0.0025518995731891622 0.0098154959652607364 -0.0012081228458555417 0.0054429422578121181 0.011251894143763288 0.0058278766345012589 0.008934409903777701
leaf_weight=52 302 75 23 72 25 547 25 63 24 26 20 21 32 55 30 759 20 20 39 40 27 26 30 21 27 24 72 29 532 63
leaf_count=52 302 75 23 72 25 547 25 63 24 26 20 21 32 55 30 759 20 20 39 40 27 26 30 21 27 24 72 29 532 63
internal_value=0 0.00589966 0.0060138 0.00607007 0.00523151 0.00569566 0.0034743 0.00183475 0.0022251 0.00256067 0.00638663 0.00685753 0.00669168 0.00914039 0.00586181 0.00648351 0.00634587 0.00299402 0.00573183 0.00558492 0.00574315 0.00553223 0.00852217 0.00125902 0.00577899 0.00592785 0.00378018 0.00627849 0.00602048 0.00650897
internal_weight=0 2769 2694 2671 732 644 97 88 352 328 1939 1022 970 76 917 894 862 40 887 848 808 751 57 41 710 684 96 588 559 822
internal_count=3121 2769 2694 2671 732 644 97 88 352 328 1939 1022 970 76 917 894 862 40 887 848 808 751 57 41 710 684 96 588 559 822
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 2 1 4 47 1 14 2 4 1 12 2 1 0 0 13 1 160 0 15 42 3 10 4
split_gain=30.3264 3.49477 3.17946 2.59202 2.06905 1.57483 1.45495 0.937138 0.857495 0.824619 0.579114 0.561226 0.460205 0.448194 0.427037 0.560556 0.297494 0.285616 0.275341 0.256158 0.225156 0.207877 0.200113 0.199491 0.198619 0.549747 0.210241 0.186738 0.172229 0.171865
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13471500000000003 0.36766000000000004 0.088105000000000003 0.14122000000000004 0.092235000000000025 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.089875000000000024 0.062655000000000016 -1.0000000180025095e-35 -0.013514999999999998 0.093100000000000002 0.095780000000000018 0.17025000000000004 0.075045000000000014 -0.046359999999999991 -0.095504999999999993 -0.016469999999999995 0.11669000000000002 -0.061914999999999991 -0.10836499999999999 -0.10469999999999999 0.086555000000000007 0.10299500000000002 -0.38851999999999992 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 6 22 7 11 -4 -7 17 12 24 -13 18 16 -16 21 19 -9 -15 -5 -3 -24 25 -1 -26 -20 -19 -2
right_child=1 3 8 10 -6 9 -8 14 -10 -11 -12 13 -14 20 15 -17 -18 28 27 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012724195059758813 0.0011887040651674767 0.00062638599360931259 0.0010314154828605353 0.00032753139763393689 0.00069492424982305707 0.00098614754367967782 0.00075316523820418368 0.0011053128713282986 0.00065754409561653241 0.00061573415452024843 0.00067179565535403394 0.00082009179651542426 0.0013356820856333532 0.00096099304232901816 0.0010944108543793696 0.00075600103404627325 0.00097069971819888187 0.00031124657340848649 0.0012220190262315876 0.00095743311188217642 0.0011215336778367326 0.00050101683803779244 0.0006361856222688372 0.00046172754562535544 0.0011867489268432257 0.00093878022566133614 0.0011286832917544514 0.0010391850335578945 7.9412537223515014e-05 0.00096173738935312857
leaf_weight=31 29 124 34 79 45 68 41 230 77 35 22 24 62 39 174 29 131 28 105 56 242 40 36 84 791 49 344 27 22 23
leaf_count=31 29 124 34 79 45 68 41 230 77 35 22 24 62 39 174 29 131 28 105 56 242 40 36 84 791 49 344 27 22 23
internal_value=0 0.000602912 0.00109656 0.000555995 0.00111144 0.000656969 0.00111933 0.00112577 0.000772063 0.000860279 0.00037255 0.00115285 0.0011709 0.00107729 0.00106878 0.00101651 0.00104128 0.000333595 0.00111055 0.00107636 0.00109925 0.000385846 0.000571146 0.000514065 0.00116249 0.00106807 0.00116915 0.00118462 0.00020924 0.00108831
internal_weight=0 590 2531 538 2420 347 2375 2334 111 103 191 1582 1277 305 752 334 305 169 418 286 281 119 244 120 1215 80 1135 132 50 52
internal_count=3121 590 2531 538 2420 347 2375 2334 111 103 191 1582 1277 305 752 334 305 169 418 286 281 119 244 120 1215 80 1135 132 50 52
is_linear=0
shrinkage=0.00196078


Tree=6375
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 1 2 457 1 2 2 0 475 34 43 2 4 3 4 2 1 11 15 10 13 42 16
split_gain=14.3418 1.96339 1.671 1.54259 0.931491 0.753525 0.493082 0.475387 0.396743 0.385041 0.423476 0.22227 0.218642 0.198559 0.246838 0.176187 0.168099 0.160507 0.276514 0.150661 0.188914 0.147656 0.146485 0.141168 0.136176 0.131969 0.176973 0.124651 0.123443 0.193515
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.076975000000000002 0.092845000000000025 0.14122000000000004 0.080930000000000016 0.089770000000000016 0.14753000000000002 0.090425000000000019 -0.066089999999999996 -0.069854999999999987 -1.0000000180025095e-35 -0.025214999999999998 0.11177500000000001 -0.078439999999999996 0.090900000000000009 -0.036839999999999991 0.088745000000000004 0.10538500000000002 0.075910000000000019 -0.41396999999999995 -0.38124499999999995 -0.0087749999999999981 0.099210000000000007 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 7 12 21 11 -4 10 15 19 16 14 -13 -6 -3 27 -19 -1 22 -5 -21 -17 -9 -14 -27 -2 29 -18
right_child=1 5 8 6 9 -7 -8 24 -10 -11 -12 13 25 -15 -16 23 28 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00076756378208790276 0.00035005965796501738 0.00012239657665765065 0.00064226775792899688 0.00080332462219338786 0.00077279079716544171 0.00048240279496269701 0.00041741075003060355 0.0007692485977875709 0.00039359445184682432 0.00046403579474464662 0.00045227163381049581 0.00072303643123239271 0.00020069524157317537 0.00054604203190678857 0.00052684745355661392 0.00067205168141020084 0.00024867825357258454 0.00058474158009239616 0.00036038895506033009 0.00076046685257859811 0.00056371944893269512 0.0006432468473326926 0.00070768582973499588 0.00050233995395840378 0.00095044337170898101 0.00016408729072098875 -7.2031387180261324e-05 0.00020037676967034834 0.00016445835144217533 0.00049174716513530881
leaf_weight=679 69 34 37 32 66 38 33 23 74 41 34 284 32 33 27 326 34 27 97 396 26 72 413 20 52 23 26 31 22 20
leaf_count=679 69 34 37 32 66 38 33 23 74 41 34 284 32 33 27 326 34 27 97 396 26 72 413 20 52 23 26 31 22 20
internal_value=0 0.000372255 0.000711729 0.000462344 0.000722519 0.000230237 0.000626239 0.000741828 0.000476486 0.000645878 0.000662594 0.00073565 0.000180068 0.000690659 0.000706004 0.000679951 0.000236996 0.000362105 0.00040924 0.000745873 0.000728235 0.000692502 0.000733522 0.000662242 0.000894877 0.000102759 3.87998e-05 0.000303658 0.000288264 0.000338704
internal_weight=0 590 2531 361 2420 229 137 1933 111 487 446 1858 191 344 311 412 110 224 124 1514 835 104 809 346 75 81 49 100 76 54
internal_count=3121 590 2531 361 2420 229 137 1933 111 487 446 1858 191 344 311 412 110 224 124 1514 835 104 809 346 75 81 49 100 76 54
is_linear=0
shrinkage=0.00196078


Tree=6376
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 14 12 0 15 2 34 47 51 0 0 2 131 3 4 1 16 3 12 51
split_gain=21.9104 2.45811 2.30523 1.96214 1.22376 1.08791 0.913901 0.818863 0.705283 0.587553 0.517585 0.410071 0.387447 0.348761 0.363135 0.323731 0.320344 0.27925 0.276214 0.264385 0.255095 0.228962 0.20295 0.253322 0.200202 0.184467 0.183034 0.181667 0.177626 0.168047
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.090285000000000018 -0.15464999999999998 0.40124500000000002 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13597000000000004 -0.11242999999999999 -0.095244999999999982 0.13754500000000003 -1.0000000180025095e-35 0.077555000000000013 -0.10056999999999998 -0.067094999999999988 -0.092404999999999973 0.10444500000000002 0.08844500000000001 0.31534000000000006 0.49041500000000005 0.11669000000000002 -0.073404999999999984 -0.20241999999999996 -0.086254999999999984 -0.031924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 15 11 -6 -5 12 17 13 20 14 -4 16 -3 18 -1 21 -8 28 23 -17 -18 -2 -22 -28 -9 -27
right_child=1 5 6 8 7 -7 9 19 -10 -11 -12 -13 -14 -15 -16 22 24 -19 -20 -21 26 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0010415653500807278 0.0005299839858977902 0.00022385680526148979 0.00098421241722854917 0.00086283971881726668 0.0009322341458470213 0.0006383685518736034 0.0010546371259590639 0.00062014554138031049 0.00052919152316034711 0.0007896262705548205 0.00058785116361410959 0.0011571886562579531 0.00069381471438694842 0.00097519716804701545 0.00061915434246182226 0.00025750090176158958 0.0006143317747788102 0.0010695639867125278 0.00083801691658759339 0.00042755980845488587 0.00095512496387300584 0.00054212929877082592 0.00038305066658330024 4.1600186164304812e-05 0.00037083947151567674 0.00057288831195739267 0.0010084869136348009 0.00087706544817071018 0.00081678193192032578 0.00036940855551248703
leaf_weight=31 126 38 20 102 35 39 54 38 32 171 22 46 29 1053 22 48 20 33 148 28 270 54 20 37 37 20 45 399 33 71
leaf_count=31 126 38 20 102 35 39 54 38 32 171 22 46 29 1053 22 48 20 33 148 28 270 54 20 37 37 20 45 399 33 71
internal_value=0 0.000492167 0.000911762 0.000596603 0.000779473 0.00033879 0.000938232 0.000661671 0.000783163 0.000893917 0.000874117 0.000975827 0.000916293 0.000968208 0.000792992 0.000280373 0.000363308 0.000903824 0.000873268 0.000599778 0.000924694 0.000638355 0.000205336 0.000163521 0.000456275 0.0004814 0.000914867 0.000890385 0.00071154 0.000414129
internal_weight=0 590 2531 351 422 239 2109 188 134 968 234 1141 797 1095 42 200 95 212 179 153 768 125 105 85 57 217 714 444 71 91
internal_count=3121 590 2531 351 422 239 2109 188 134 968 234 1141 797 1095 42 200 95 212 179 153 768 125 105 85 57 217 714 444 71 91
is_linear=0
shrinkage=0.00196078


Tree=6377
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 12 4 0 14 2 52 4 2 0 457 2 49 4 15 2 0 39 4 0 13 4 16 52
split_gain=22.3359 2.90595 2.326 1.37553 1.31535 1.23801 0.814763 0.792575 0.60666 0.506957 0.454075 0.452954 0.405157 0.384242 0.357442 0.405408 0.288006 0.268389 0.268147 0.26732 0.401854 0.311228 0.260317 0.249529 0.24705 0.18681 0.172691 0.171039 0.148804 0.144442
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.091545000000000015 -0.17966999999999997 -0.23194499999999998 0.076175000000000007 0.11177500000000001 0.048770000000000008 0.00063500000000000004 0.10444500000000002 -0.07384499999999998 0.045365000000000009 0.12358500000000001 -0.012034999999999999 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.14001499999999997 0.093225000000000016 -0.019614999999999997 -0.088544999999999985 -0.47860499999999995 0.052250000000000012 -0.087874999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 18 6 23 10 -5 -1 22 -8 26 17 15 16 28 25 -2 21 -21 -11 -4 -3 -13 -9 -7 -24 -10 -16
right_child=1 5 7 8 -6 12 11 13 14 19 -12 24 -14 -15 29 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011274405766723416 0.0005675649668510054 0.00038202567320453197 0.00070830234874259021 0.0008772188546648514 0.00043645158181066667 0.00013281763803802622 0.00068726380425423398 0.00098667637499100149 0.00066040153962139989 0.00098324556628503405 0.0011089407542731553 0.00063941532832698198 0.00031122698662362157 0.00076877225745677642 0.00034326233560968115 0.00046237612222725687 0.00057264876598593715 0.00066967531476804757 0.00081806981623274387 0.0008205628228230619 0.00054208280189948924 0.00069542710249330473 0.00092122434935754149 0.00022811707279650993 0.00039896645352168153 0.00086260597509867445 -8.5776695582918277e-05 0.00083234226424449935 0.00087032411770651317 0.00053394798912894054
leaf_weight=22 20 81 24 31 74 33 39 51 20 52 46 20 34 216 24 35 36 26 92 76 27 20 1108 81 92 548 24 90 37 42
leaf_count=22 20 81 24 31 74 33 39 51 20 52 46 20 34 216 24 35 36 26 92 76 27 20 1108 81 92 548 24 90 37 42
internal_value=0 0.0004365 0.00086015 0.000727266 0.000639307 0.000343129 0.000401655 0.000886739 0.000622518 0.000846904 0.000917696 0.000505275 0.000141825 0.000840065 0.000581818 0.000642254 0.00070995 0.000864704 0.000773337 0.000811636 0.000747563 0.000903296 0.000910496 0.000305071 0.000441904 0.00087317 4.07779e-05 0.000914547 0.000796667 0.000464608
internal_weight=0 590 2531 422 186 404 313 2109 225 197 1268 151 91 841 194 128 93 625 112 175 103 72 1222 162 112 599 57 1198 57 66
internal_count=3121 590 2531 422 186 404 313 2109 225 197 1268 151 91 841 194 128 93 625 112 175 103 72 1222 162 112 599 57 1198 57 66
is_linear=0
shrinkage=0.00196078


Tree=6378
num_leaves=31
num_cat=0
split_feature=1 3 1 52 12 2 12 457 1 39 2 42 51 1456 1 123 13 0 3 2 474 52 0 1212 11 403 1210 1 43 15
split_gain=0.731614 0.120593 0.0938129 0.0883178 0.0805833 0.0755459 0.0750755 0.0651293 0.0658294 0.0645135 0.0661101 0.0766249 0.0583892 0.0555923 0.0543854 0.0575825 0.0502001 0.0532393 0.0470655 0.0527989 0.0665761 0.0838545 0.0786256 0.0643697 0.0564676 0.0529524 0.0880171 0.0510587 0.0440433 0.0409228
threshold=0.10920500000000001 0.31534000000000006 0.090540000000000023 -0.26636999999999994 -0.42850999999999995 0.13404500000000005 -0.010834999999999999 0.080930000000000016 0.10060500000000001 0.087735000000000021 1.0000000180025095e-35 -0.018024999999999996 -0.20636999999999997 -1.0000000180025095e-35 0.14627000000000004 0.083745000000000014 -0.11122999999999998 -0.22491999999999998 0.10732000000000001 0.085730000000000015 0.084880000000000011 -0.090114999999999987 -0.11013499999999998 0.11137000000000001 0.076270000000000018 -0.5335399999999999 -0.091799999999999979 0.088485000000000022 -1.0000000180025095e-35 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -3 18 -4 12 -9 10 29 -12 -8 -14 15 -11 -13 -18 19 20 22 -22 24 25 -1 -24 -27 -21 -19 -5
right_child=1 4 6 9 -6 -7 7 8 -10 14 11 16 13 -15 -16 -17 17 28 -20 27 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.016372698761655816 0.0087812133055009244 0.0045487497188150885 0.0045591612296578083 0.0058353111368011348 -0.0015679236502494729 0.004557909971169595 0.013214058494195342 0.0082485093424717586 0.00078335110512044691 0.0068262501154094934 -0.0013996820801615039 0.002410306476654028 0.011353150776562257 0.0072732351858130831 -0.0014286765184132728 0.0021083618041810169 0.0019700110161110112 0.0035128628302897725 0.0039337475699457256 0.008302719137067649 0.00082427557557821277 0.0091836274166901908 0.013710441619956069 0.0038337244031329955 0.010076782322520841 0.0027427825052291155 0.009522174734804479 0.0032112254295498135 0.0088576449067251564 0.010332963492328418
leaf_weight=28 49 35 105 55 56 49 20 21 27 37 22 53 37 343 27 86 23 21 22 1296 20 30 28 21 29 20 451 20 58 32
leaf_count=28 49 35 105 55 56 49 20 21 27 37 22 53 37 343 27 86 23 21 22 1296 20 30 28 21 29 20 451 20 58 32
internal_value=0 0.00411258 0.00811959 0.00476667 0.000784643 0.00843637 0.00696591 0.00752999 0.00404936 0.00429152 0.00523248 0.00412303 0.00794767 0.00767049 0.00263544 0.00352756 0.0049069 0.00620415 0.00853308 0.00858516 0.00934037 0.00583989 0.00964371 0.00925723 0.0131695 0.00948547 0.0092343 0.00822534 0.00743688 0.00748962
internal_weight=0 554 2567 463 91 2014 553 448 48 414 264 177 400 380 150 123 155 102 1965 1943 627 50 577 520 57 499 471 1316 79 87
internal_count=3121 554 2567 463 91 2014 553 448 48 414 264 177 400 380 150 123 155 102 1965 1943 627 50 577 520 57 499 471 1316 79 87
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 47 52 13 1 150 12 1 0 0 14 1 15 3 43 49 39 13 4 0 4 2 12 483 4 160
split_gain=0.592607 0.0996373 0.0762806 0.0956652 0.0796189 0.080007 0.0973048 0.0901957 0.0699797 0.0648034 0.0522218 0.0513218 0.0450332 0.0490894 0.0440815 0.0413939 0.0402729 0.0451698 0.0429089 0.0471777 0.0395613 0.041039 0.0375684 0.0472048 0.0560525 0.0598938 0.0674533 0.0647741 0.0536545 0.0508777
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.077555000000000013 -0.088614999999999985 0.05868000000000001 0.093575000000000019 0.084680000000000019 0.11734000000000001 0.15471500000000002 -0.14051499999999997 -0.026509999999999995 -0.47071999999999997 0.090740000000000015 -0.56368999999999991 -0.13309499999999996 0.0061450000000000003 -0.015259999999999998 0.096625000000000016 -0.07743499999999999 0.053180000000000012 -0.085669999999999982 0.018150000000000003 0.089125000000000024 0.087285000000000015 0.10045000000000003 -0.014149999999999998 -0.53327999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 -1 8 -8 12 22 14 -2 -14 -3 -7 -16 -18 19 -19 21 -21 23 24 25 27 -27 -4 -28 -25
right_child=1 11 10 -5 -6 15 7 -9 -10 -11 -12 -13 13 -15 16 -17 17 18 -20 20 -22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=0.0082772655009360208 0.001638992524351038 0.0068466160083189608 0.0085380424697745396 0.010174107515754607 0.00026467260277758422 0.011892558242737626 0.0068246379958110913 -0.00075161470881392883 0.0030788372655031616 0.0026705291131426151 0.0051623670113990191 -0.0012267846826996122 0.0073554954704505545 0.0031252410824355835 0.006183136097621173 0.0068630170051215428 0.0048994331661378968 -0.0024930529473792939 -0.0028569485716972219 0.0013405159200457011 -0.00024276692347484642 0.0060781903210005202 0.0064244887406081754 0.0043204780754749665 0.013255961320828647 0.001600678313523531 0.01203478918876499 0.014212289709775222 0.00600085039141212 0.0075802006034888297
leaf_weight=82 21 25 479 52 26 30 105 31 95 82 87 35 142 34 25 36 40 21 23 33 32 41 218 50 24 25 20 21 56 1130
leaf_count=82 21 25 479 52 26 30 105 31 95 82 87 35 142 34 25 36 40 21 23 33 32 41 218 50 24 25 20 21 56 1130
internal_value=0 0.00370133 0.00730763 0.00613631 0.00561787 0.00598511 0.00531793 0.00426743 0.00504538 0.00503276 0.00756133 0.00235052 0.00601603 0.00653829 0.00287221 0.00914917 0.00241007 0.00191362 0.0011174 0.00183717 0.00269504 0.00396544 0.00766449 0.00781426 0.00851693 0.00832769 0.00610654 0.00877636 0.00758873 0.00744208
internal_weight=0 554 2567 457 405 379 313 231 200 279 2110 275 197 176 240 66 215 190 150 127 106 74 2023 1805 625 601 101 500 76 1180
internal_count=3121 554 2567 457 405 379 313 231 200 279 2110 275 197 176 240 66 215 190 150 127 106 74 2023 1805 625 601 101 500 76 1180
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 150 47 15 4 14 0 43 0 4 1 4 15 2 13 52 43 4 0 4 12 15 40 4
split_gain=18.7611 2.21364 2.06602 1.64754 1.34427 0.763382 0.717843 0.643443 0.543173 0.419863 0.392118 0.391221 0.380763 0.361907 0.339673 0.339115 0.331466 0.284654 0.360064 0.285474 0.178721 0.24889 0.196728 0.175424 0.168708 0.197022 0.160431 0.155051 0.146307 0.138808
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.095330000000000012 0.088105000000000003 1.0000000180025095e-35 0.13082500000000002 0.024640000000000006 0.057560000000000007 0.076175000000000007 -0.23194499999999998 -0.04890499999999999 0.14486500000000005 0.40473500000000007 0.15799000000000005 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.004174999999999999 0.077655000000000016 -0.050459999999999998 -0.068329999999999988 -0.14001499999999997 0.052250000000000012 0.088245000000000004 0.09116500000000001 -0.063404999999999989 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 6 12 11 -3 9 16 13 14 24 -1 -6 23 -8 20 19 -19 -14 21 28 -22 27 -4 26 -26 -7 -5 -2
right_child=1 3 5 8 7 10 15 -9 -10 -11 -12 -13 17 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010719855042064892 0.0009240955255416859 0.00045030292899709288 0.00073167184712837009 0.00031814122147633659 0.00047811455072849473 0.00094326836306423312 0.00075593791776479291 0.00048548772811640077 0.00053565679343617085 0.00095864084567509448 0.00067401520088732417 0.001058887047510521 0.00096945004484322631 0.00072402547467288519 0.00059287078264686789 0.00049242847194733402 9.4495473549563016e-05 0.00080127707260619502 0.00053767459281059437 0.0006937970827315368 0.00027076600487401452 0.0004239268430502586 0.00049970182419608884 0.00079688681837390446 0.00090590491096316538 0.00080566049942783278 0.00086319019772071698 0.00083003728682023048 0.00017281066786036013 0.00072012139581150217
leaf_weight=22 29 179 30 41 33 79 57 96 34 20 84 47 52 76 24 28 35 76 27 20 27 30 31 237 763 125 607 113 76 23
leaf_count=22 29 179 30 41 33 79 57 96 34 20 84 47 52 76 24 28 35 76 27 20 27 30 31 237 763 125 607 113 76 23
internal_value=0 0.000447557 0.000835826 0.000410217 0.000710589 0.000860886 0.00052076 0.000607037 0.000303709 0.000697493 0.000797059 0.000882689 0.000828859 0.000649575 0.000819875 0.000669135 0.00027085 0.000798295 0.000732177 0.00089288 0.000300959 0.000264593 0.000393128 0.000832575 0.000877259 0.00088018 0.000886979 0.000876627 0.000223738 0.000833876
internal_weight=0 590 2531 538 422 2109 264 225 274 129 537 1572 197 109 453 85 240 175 103 72 205 147 58 429 1525 1495 1370 192 117 52
internal_count=3121 590 2531 538 422 2109 264 225 274 129 537 1572 197 109 453 85 240 175 103 72 205 147 58 429 1525 1495 1370 192 117 52
is_linear=0
shrinkage=0.00196078


Tree=6381
num_leaves=31
num_cat=0
split_feature=1 12 44 4 43 13 39 47 1 474 16 12 2 34 15 151 16 376 13 4 159 16 2 12 0 15 11 2 43 43
split_gain=0.574085 0.15422 0.100105 0.0977566 0.0774725 0.106957 0.0751207 0.0655568 0.0640177 0.0747681 0.059089 0.0547531 0.0515597 0.063705 0.0592371 0.0636212 0.0811148 0.0485895 0.0444274 0.0406901 0.0660277 0.0590238 0.0456746 0.0444809 0.0381927 0.0371078 0.0363888 0.0981793 0.0390657 0.0945218
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 -0.40263499999999991 0.05868000000000001 0.085425000000000015 0.085505000000000012 0.095950000000000021 0.084880000000000011 0.24134000000000003 0.099815000000000015 0.13754500000000003 -0.038779999999999995 -0.41942499999999994 -1.0000000180025095e-35 -0.16075999999999999 0.080200000000000007 -0.016469999999999995 0.057560000000000007 0.082105000000000025 -0.073404999999999984 0.11510000000000002 0.12302 -0.05208999999999999 0.091915000000000011 0.080455000000000013 0.087995000000000004 0.10915000000000001 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 10 12 9 -6 -1 26 13 -2 -14 -16 -17 -9 -15 20 21 25 -23 -24 -21 -13 28 -28 29 -3
right_child=7 11 -4 4 5 -7 -8 17 -10 -11 -12 19 14 18 15 16 -18 -19 -20 24 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01303156289504841 -0.00032128644877383 0.0075728081051303414 0.011222032516573867 0.010312121098294207 0.0069630514119304356 -0.0017371055172083691 0.0026804811680631248 0.0059521112032234671 0.0036479863305512194 0.00046144889369315934 0.0073741306793332732 0.0070640615050626149 0.0030358398849468517 0.0027619255056995297 0.0026875876345333052 0.00044397917531785512 -0.0083453425211787585 0.00058049417899123262 0.0069742504554423726 0.0027917778383026708 0.011229319780343965 0.0039916180405540486 0.0094926380307266602 0.0037579327389331801 0.007671502629375976 0.011389544858996358 0.015776578575605528 0.0079893992233144896 0.0093958837375760565 0.0032782829208475237
leaf_weight=30 38 1553 30 23 153 27 20 85 223 20 48 68 46 62 22 21 21 21 42 53 31 108 38 21 23 28 20 85 108 53
leaf_count=30 38 1553 30 23 153 27 20 85 223 20 48 68 46 62 22 21 21 21 42 53 31 108 38 21 23 28 20 85 108 53
internal_value=0 0.00705745 0.00559848 0.00528836 0.00465999 0.00435266 0.00814811 0.00280144 0.00476787 0.00621142 0.00955007 0.00744003 0.00192379 0.00318274 0.000298608 -0.00166878 -0.00395068 0.00488792 0.00446306 0.00633112 0.0068643 0.00634979 0.00521396 0.00745147 0.00426854 0.00832566 0.00766559 0.00947267 0.00755489 0.00743108
internal_weight=0 2763 574 544 446 423 98 358 396 173 78 2189 252 142 110 64 42 106 104 370 294 263 167 59 76 96 1819 105 1714 1606
internal_count=3121 2763 574 544 446 423 98 358 396 173 78 2189 252 142 110 64 42 106 104 370 294 263 167 59 76 96 1819 105 1714 1606
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 12 15 3 0 39 3 12 43 13 16 4 4 14 2 48 0 151 48 160 43 3 41 3 12 3
split_gain=0.465009 0.124918 0.0814387 0.0782004 0.0693861 0.0739019 0.0646519 0.0942344 0.0978431 0.0608478 0.0564251 0.0750749 0.0494305 0.0666471 0.0478621 0.0461727 0.0440544 0.0508837 0.0444366 0.0479454 0.0431267 0.0624987 0.0618265 0.0991852 0.0656155 0.060095 0.0636245 0.0599514 0.0507484 0.125233
threshold=0.11846000000000002 0.078300000000000008 0.081805000000000017 -0.17966999999999997 0.035560000000000008 -0.12529499999999996 -0.016799999999999995 0.097915000000000016 -0.071924999999999989 0.085425000000000015 0.31370500000000007 -0.42850999999999995 -0.11720999999999999 0.0076650000000000008 0.24134000000000003 0.053180000000000012 0.49041500000000005 -0.46166999999999997 0.14530500000000005 0.016865000000000002 -0.086074999999999985 -0.088054999999999981 0.092475000000000016 -0.059339999999999997 -0.50216499999999986 -0.12018999999999998 0.07882500000000002 -0.08824499999999999 0.083935000000000023 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 12 8 -8 14 16 -12 -7 -14 -1 20 18 -18 19 -2 21 27 24 -24 -22 26 -23 -3 29 -26
right_child=10 15 -4 4 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 22 25 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.011728406734764578 0.0068672956361783 0.00011475271697106241 0.010399949808467042 0.0094818416083316242 0.0083636101234603587 0.007644817474485738 0.0069338176333500687 -0.0047909243425930895 -0.0015368154719471933 0.002412433030549437 0.0040615281124380146 -0.0018955751600775068 0.0041377944537864747 -0.0018544316675979647 0.0066367177059873939 0.005496818310140433 0.0061232250106210513 0.00064485225289403895 0.001377927641181323 0.0027722974456450408 0.011254478301552516 0.01362695583641263 -0.0020987503829279115 0.0061677059634251798 0.0075235780183874976 0.0075077838054882053 0.0071660693045015687 0.0071829535923565602 0.0067364129022557881 -0.0022167244164103812
leaf_weight=30 73 21 27 22 37 36 30 21 25 20 34 56 258 20 48 280 21 88 39 47 31 35 21 47 33 487 27 28 1157 22
leaf_count=30 73 21 27 22 37 36 30 21 25 20 34 56 258 20 48 280 21 88 39 47 31 35 21 47 33 487 27 28 1157 22
internal_value=0 0.00635171 0.00503864 0.004774 0.0042154 0.00384287 0.00352477 0.000907694 0.00308353 0.0073333 0.0025213 0.000354886 0.0041582 0.0037067 0.00859506 0.00669602 0.00324882 0.00170032 0.00431038 0.00526342 0.00687192 0.00757567 0.00655091 0.00361483 0.00671153 0.00788109 0.0108133 0.00415372 0.00659533 0.00362746
internal_weight=0 2763 574 547 449 412 390 76 55 98 358 90 314 278 78 2189 268 109 159 120 1909 598 1311 68 1243 549 62 49 1212 55
internal_count=3121 2763 574 547 449 412 390 76 55 98 358 90 314 278 78 2189 268 109 159 120 1909 598 1311 68 1243 549 62 49 1212 55
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 1456 44 14 1 47 402 160 0 4 4 12 1 133 43 2 43 1456 2 12 0 2 1429 16 1455 160 12
split_gain=0.376657 0.101184 0.0721696 0.0738212 0.07174 0.0540836 0.0552248 0.0527914 0.0465671 0.0472281 0.0442929 0.0806337 0.0643626 0.0459462 0.0434445 0.0687153 0.0526836 0.0717189 0.0546226 0.0481383 0.0479895 0.054399 0.0534939 0.101917 0.0819228 0.0650932 0.0460797 0.0489884 0.0442575 0.0433817
threshold=0.11846000000000002 0.078300000000000008 -0.096099999999999977 0.092395000000000019 -0.084824999999999998 0.081805000000000017 0.081185000000000021 0.10060500000000001 0.085505000000000012 0.09388500000000001 -1.0000000180025095e-35 0.024095000000000002 0.51388000000000011 0.51388000000000011 0.088245000000000004 0.089770000000000016 0.087985000000000022 -0.091784999999999992 0.083995000000000014 0.10915000000000001 0.079435000000000019 0.087625000000000022 0.083935000000000023 -0.085669999999999982 0.084855000000000014 0.083985000000000018 -0.081779999999999978 -1.0000000180025095e-35 -0.089549999999999991 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 10 13 12 -12 -2 15 16 17 -3 -18 20 22 28 23 24 -19 26 -24 -28 -22 -20
right_child=8 14 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 18 19 29 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00041674890422395297 0.0072113832857991977 0.010341295398393414 0.01063197641421787 -0.00051945347338914875 0.0053008221537876599 0.009533127495745683 0.0094612247056581767 0.0031319974265015442 0.0040276786449743125 -0.0030109461507804337 0.00074111660728275013 -0.0042852134557809533 0.0056350373832780559 0.0018422808523315031 0.0056680521025089855 0.0019577608954521918 0.0087207652837969357 0.008958139066659921 0.0027466625952794672 0.011112326888367535 0.010250042399598494 0.0134514680178836 0.0072884508789966595 -0.0020704467636754828 0.0014564194037423781 0.011481507848387723 0.0096604953170754022 0.0043496162771727099 0.0045757192478049552 0.0063403502517079911
leaf_weight=28 28 64 22 25 251 23 22 203 106 21 106 24 36 37 1329 31 35 37 78 25 27 20 232 21 24 27 20 132 28 59
leaf_count=28 28 64 22 25 251 23 22 203 106 21 106 24 36 37 1329 31 35 37 78 25 27 20 232 21 24 27 20 132 28 59
internal_value=0 0.00571654 0.00453477 0.0047887 0.00504341 0.00479702 0.00456817 0.00433106 0.00226917 0.00152948 0.00194224 0.00107575 0.00198183 0.00415512 0.00602642 0.00658023 0.00675308 0.00716097 0.00519504 0.00681773 0.00662871 0.00898534 0.0062702 0.00393812 0.00600664 0.00673548 0.00640177 0.00504842 0.0073613 0.00429431
internal_weight=0 2763 574 546 521 499 476 454 358 252 231 166 142 65 2189 860 829 657 172 593 568 75 493 82 61 411 384 152 55 137
internal_count=3121 2763 574 546 521 499 476 454 358 252 231 166 142 65 2189 860 829 657 172 593 568 75 493 82 61 411 384 152 55 137
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=31
num_cat=0
split_feature=4 2 1 457 3 3 128 15 149 10 49 4 48 1 133 133 403 403 133 16 475 475 4 133 2 1209 52 51 475 43
split_gain=0.309158 0.0997727 0.0572668 0.0974672 0.0553623 0.0911301 0.0627383 0.0544368 0.046632 0.0494997 0.0451742 0.0437259 0.0415152 0.0418815 0.0415109 0.0798305 0.0778261 0.0725289 0.0435172 0.0812989 0.0664302 0.0720354 0.0618929 0.054538 0.0597746 0.0497301 0.052054 0.0510742 0.0511275 0.0491287
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 0.079590000000000008 -0.082234999999999989 -0.080634999999999984 0.091340000000000018 1.0000000180025095e-35 0.07770500000000001 -0.079859999999999987 -0.081604999999999997 -0.00027999999999999998 -0.072824999999999987 0.13743000000000002 0.11524500000000001 0.12330000000000001 -0.5492149999999999 -0.53255499999999989 0.082925000000000013 -0.08231999999999999 -0.088274999999999978 -0.085144999999999985 -0.085409999999999986 0.0068000000000000014 0.087675000000000017 0.083050000000000013 -0.46331999999999995 0.11144500000000002 -0.081774999999999973 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 6 -6 7 -4 9 -2 -5 -12 -7 -14 18 -16 -17 -18 19 23 -21 -22 -20 24 -1 26 -23 28 -28 -30
right_child=8 -3 3 10 5 12 -8 -9 -10 -11 11 -13 13 -15 15 16 17 -19 22 20 21 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0075033798311578102 -0.0016821686882907763 0.0018498997032652829 0.0061467459449994427 -0.0015425667341332884 -0.0010709244870291703 0.0090538773951785913 0.0028068091883324091 0.01037646805932859 0.0059128081962366462 0.0021163932715895948 0.0054937587174422597 0.00015737595801640835 0.0047406270565611697 0.00044123944923436895 -0.00049158539002140363 0.0099327173483158872 9.8993297091082616e-05 0.0051875672492772669 0.010046187431887827 -0.00010301291809550353 0.010780321115162224 0.0076623119627583954 0.0061584815874044622 0.0021477511441656228 0.0051794692519505888 0.0072521118564034277 -0.00026802662456327158 7.4215598093966639e-05 0.0050708645014546127 0.0023871996883480327
leaf_weight=290 39 89 118 32 29 21 40 41 28 285 34 28 405 24 30 28 34 159 45 28 20 44 455 29 179 67 23 30 363 84
leaf_count=290 39 89 118 32 29 21 40 41 28 285 34 28 405 24 30 28 34 159 45 28 20 44 455 29 179 67 23 30 363 84
internal_value=0 0.00514385 0.00525324 0.00452652 0.0049449 0.00436246 0.00634685 0.00723743 0.00199752 0.00165916 0.00150885 0.00308378 0.00471261 0.0045001 0.00554728 0.00434883 0.00500591 0.00429113 0.00572881 0.00539192 0.00466323 0.00487472 0.00650838 0.0063562 0.00661643 0.00468141 0.0043648 0.00407462 0.00432997 0.00456655
internal_weight=0 2769 2680 772 678 479 199 159 352 324 94 62 450 429 1908 251 221 193 1657 1157 659 631 500 498 469 611 544 500 470 447
internal_count=3121 2769 2680 772 678 479 199 159 352 324 94 62 450 429 1908 251 221 193 1657 1157 659 631 500 498 469 611 544 500 470 447
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 12 42 47 14 2 2 2 0 34 1 4 3 52 1 43 16 31 2 47 0 0 15 16 0 12
split_gain=13.1406 2.16082 1.43486 1.11454 0.802778 0.716516 0.538084 0.495748 0.433738 0.401327 0.37483 0.298937 0.290588 0.263533 0.203512 0.183924 0.183449 0.163873 0.168718 0.162521 0.147564 0.13831 0.135766 0.134206 0.123399 0.120878 0.113764 0.12604 0.1033 0.102388
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.13404500000000005 0.089410000000000003 -0.0060199999999999993 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.11474000000000002 0.14285500000000004 -0.23091999999999999 -1.0000000180025095e-35 0.085760000000000017 0.27834500000000006 -0.10831999999999999 -0.56176499999999996 0.089770000000000016 -0.080324999999999994 -0.071854999999999988 -0.077289999999999984 0.13404500000000005 0.090100000000000013 -0.23091999999999999 0.18019500000000002 -0.41942499999999994 -0.11118499999999999 -0.026509999999999995 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 8 23 -1 11 9 14 -7 13 -11 21 -5 -15 -16 -14 25 -8 -20 -4 -17 24 -3 29 -13 -28 -6 -19
right_child=1 2 7 4 28 10 19 -9 -10 12 -12 26 17 15 16 22 -18 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00065202411519838313 0.00067923511404897798 0.00045624052126127553 0.00023690941284946871 0.00072082106304372407 0.0005299993281753676 0.00061430498245446119 0.00043418975693936668 0.00043542226954157475 0.00082536657874696941 0.00043198905602567539 0.00033027984055818295 0.00019504438970232047 0.00077328710076583881 0.00042898652381172367 0.0004949159852981089 0.00031228614051458461 0.00067857459345064804 0.00069730164009436228 0.00041500971392562298 0.00022528340273043689 0.00062406095198109623 1.9445214484074335e-05 0.0001221432393220039 0.00046868044646691006 0.00031593257151398425 0.00050649936548342888 0.0001519626056013674 -2.5221495598607737e-05 0.00034960308147321818 0.00064582555667502969
leaf_weight=40 76 28 22 895 23 80 41 37 85 23 23 37 43 32 22 42 422 211 21 22 34 23 22 34 173 20 29 33 26 502
leaf_count=40 76 28 22 895 23 80 41 37 85 23 23 37 43 32 22 42 422 211 21 22 34 23 22 34 173 20 29 33 26 502
internal_value=0 0.000367324 0.000328779 0.000673762 0.000682597 0.000414518 0.000474165 0.000224158 0.000687938 0.000682611 0.000550882 0.000191588 0.000649397 0.000249574 0.000703795 0.000307612 0.000669474 0.000655415 0.000648983 0.000361238 0.000544241 0.000125761 0.000246925 0.00035475 0.000335478 0.000656842 0.000109003 5.76549e-05 0.000434279 0.000661059
internal_weight=0 691 615 2430 2327 338 103 277 2278 2193 103 240 854 141 1339 96 444 831 788 63 55 45 64 235 201 733 99 62 49 713
internal_count=3121 691 615 2430 2327 338 103 277 2278 2193 103 240 854 141 1339 96 444 831 788 63 55 45 64 235 201 733 99 62 49 713
is_linear=0
shrinkage=0.00196078


Tree=6386
num_leaves=31
num_cat=0
split_feature=1 2 48 106 1447 4 13 43 160 160 51 3 132 3 3 4 0 0 1424 14 147 52 48 4 51 3 14 3 0 3
split_gain=0.309875 0.0934169 0.0720567 0.0523146 0.0522762 0.0670556 0.0628308 0.126831 0.0578539 0.0506105 0.0525448 0.0436473 0.06638 0.0573422 0.0461134 0.0416786 0.0598824 0.0590412 0.0392303 0.0386097 0.0455266 0.11435 0.0650729 0.0470936 0.038155 0.045098 0.0402673 0.0380192 0.0491128 0.0842228
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085655000000000009 -0.074869999999999978 -0.49405499999999997 0.10935500000000002 -0.23229999999999998 -0.087429999999999994 -1.0000000180025095e-35 -0.085989999999999997 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.12745000000000004 0.41816000000000003 -0.080689999999999984 0.12358500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.087210000000000024 -0.0064899999999999992 -0.0046349999999999994 -0.0094449999999999968 -0.40274499999999996 -0.0025099999999999996 -0.41076499999999994 -0.15956499999999998 -0.075934999999999989 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 18 -3 -6 8 -8 -7 10 -10 14 13 -13 24 16 -11 -18 19 -1 22 23 -21 -22 -2 26 -26 -24 -29 -30
right_child=11 2 -4 -5 5 6 7 -9 9 15 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 -23 27 -25 25 -27 -28 28 29 -31
leaf_value=0.009439411885493125 0.0058421953631888918 -0.00077767699782270948 -0.0018441161001101138 0.0012883245631383035 0.0075349194542204418 0.007344474630446126 0.0047981576753469805 -0.0054825348786835095 -0.0025857776234095749 0.0027108385496970068 0.0035855520459999509 0.00029849604387501526 0.0043855849416174278 -0.0060555232828482988 0.0058079214576680811 0.0086572840894487777 0.0059086062613089036 0.000303853940152164 0.0099016833105815757 0.0096446646773885644 0.002426817543825812 -0.0032705187509279882 0.0081913184078681919 0.0089699330789947199 0.0064909398020799496 -0.0011054366682098286 0.0017087709960749869 0.0055810893528795164 -0.00070628116598292707 0.0047542268871227228
leaf_weight=24 23 20 20 30 62 59 30 20 22 157 37 49 26 20 38 22 179 21 20 37 22 21 48 22 21 48 109 1565 31 318
leaf_count=24 23 20 20 30 62 59 30 20 22 157 37 49 26 20 38 22 179 21 20 37 22 21 48 22 21 48 109 1565 31 318
internal_value=0 0.00511585 0.00406504 0.00543483 0.00425293 0.00441814 0.00406486 0.000685881 0.0044048 0.00400882 0.00128438 0.00189257 7.93795e-05 -0.00154325 0.00261329 0.00443294 0.00417261 0.00532011 0.00549384 0.00545162 0.00540525 0.00280073 0.00548994 0.00569838 0.00200933 0.00151407 0.00248128 0.00541159 0.00534188 0.0042692
internal_weight=0 2787 649 2138 629 609 547 50 497 438 59 334 95 69 239 379 357 200 2108 2088 2064 65 1999 44 201 178 130 1962 1914 349
internal_count=3121 2787 649 2138 629 609 547 50 497 438 59 334 95 69 239 379 357 200 2108 2088 2064 65 1999 44 201 178 130 1962 1914 349
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 2 1 4 3 14 1 52 457 43 0 11 13 47 1 40 4 16 160 4 3 52
split_gain=29.1474 5.2903 2.79541 2.26687 1.70982 1.51017 1.0087 0.854329 0.828746 0.798895 0.777546 0.601044 0.490276 0.478052 0.319762 0.292849 0.274006 0.443396 0.244777 0.308127 0.242161 0.240424 0.229853 0.226036 0.224713 0.184734 0.175588 0.165271 0.142995 0.139297
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.40473500000000007 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.30112000000000005 0.062655000000000016 0.090540000000000023 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.18019500000000002 1.0000000180025095e-35 -0.10664 0.090100000000000013 0.090840000000000018 -1.0000000180025095e-35 -0.0073899999999999999 0.11346000000000002 -1.0000000180025095e-35 -0.036839999999999991 1.0000000180025095e-35 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 21 6 7 13 -6 11 -5 12 23 14 29 -9 18 -18 19 20 -17 28 -21 -4 -22 -7 -13 -2 -3 -1
right_child=1 2 9 10 8 25 -8 15 -10 -11 -12 26 -14 -15 -16 16 17 -19 -20 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010974358343143749 0.0011314626599059385 0.00046217610403968427 0.00048581615208365798 0.00097862058754198287 0.00096489634750937883 0.00058940437736149825 0.0006528181748257743 0.0011632693580033212 0.00057070228731495207 0.00015196497160664061 0.00061068747353783812 0.00045122526107205805 0.00029015054755284717 0.0012598310917586175 0.0010154616789800636 0.00084579103884576757 0.0010341016954066708 0.00065242727092050556 0.00079538252715970962 0.0012971448594448613 0.0010438465952445797 0.00069239019677300769 0.0010285008309129015 0.00072065702210381334 0.00097223417331263713 0.00083353726189988608 0.0002906504831711204 0.0009335135468860078 0.00056929011568776435 0.00095732811034894452
leaf_weight=1064 50 100 26 34 70 26 24 45 29 54 63 36 22 59 245 35 25 22 20 25 391 34 24 40 296 22 96 24 92 28
leaf_count=1064 50 100 26 34 70 26 24 45 29 54 63 36 22 59 245 35 25 22 20 25 391 34 24 40 296 22 96 24 92 28
internal_value=0 0.000572656 0.000511553 0.0010334 0.000634544 0.00104552 0.0010527 0.00105691 0.000849425 0.00036567 0.000739654 0.000418124 0.000543646 0.0010871 0.00107948 0.00100917 0.0010009 0.000855446 0.00100954 0.0010151 0.00100489 0.000540414 0.00116556 0.000628144 0.00101299 0.000701299 0.000334444 0.00106726 0.000513502 0.00109384
internal_weight=0 673 599 2448 325 2351 2303 2279 99 274 97 220 88 1396 1337 883 838 47 791 771 722 226 49 66 687 48 132 74 192 1092
internal_count=3121 673 599 2448 325 2351 2303 2279 99 274 97 220 88 1396 1337 883 838 47 791 771 722 226 49 66 687 48 132 74 192 1092
is_linear=0
shrinkage=0.00196078


Tree=6388
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 47 1 13 2 34 1 52 1 2 1 0 47 4 12 4 131 12 15 1 43 15
split_gain=10.208 1.67596 1.02063 0.758076 0.591324 0.518942 0.486606 0.309618 0.306531 0.305128 0.265578 0.222134 0.187474 0.180079 0.173823 0.129871 0.171788 0.226399 0.160307 0.138942 0.125318 0.123471 0.120283 0.142316 0.106602 0.104015 0.0980202 0.0963194 0.0945945 0.0943106
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.11474000000000002 0.13082500000000002 0.077845000000000011 -0.13710499999999998 0.14285500000000004 -1.0000000180025095e-35 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.084885000000000002 0.041630000000000007 0.090100000000000013 0.27834500000000006 0.090285000000000018 0.04735000000000001 0.09031500000000002 0.087075000000000014 -0.45963999999999994 0.11588000000000001 -0.080324999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 6 7 11 27 12 -5 -1 13 -4 -13 -9 18 -18 19 22 -3 -15 23 25 -2 -17 -23 -6 -12 -19
right_child=1 2 9 10 8 -7 -8 15 -10 -11 28 14 -14 21 -16 16 17 29 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087268345366376158 0.00075488886378261011 0.00038182223014064816 0.00021264061450954194 0.00067953098753169804 0.00070414861967397287 0.00049356703868659298 0.00042181806821449131 0.0007763636365435482 0.00038464464444130383 0.00046036413751807109 0.00049949694497912532 0.00072637302774982739 0.00020366757070108184 0.00046241177792670025 0.00066617406707144145 0.00083483498592197504 0.00040593968763474436 0.00054704613121203194 0.00083474801865473299 0.00057978925608133771 0.0005109742936928517 0.00042304614337942064 0.00066277985728384543 0.00066040018058768782 0.00059427364905870043 0.00071525191890938714 0.000259615384030372 0.00056331628624768182 0.00033947693037928318 0.00071381718856476553
leaf_weight=36 47 192 45 28 43 48 24 45 23 37 49 1140 99 32 220 48 21 22 24 58 34 21 478 88 24 67 43 33 20 32
leaf_count=36 47 192 45 28 43 48 24 45 23 37 49 1140 99 32 220 48 21 22 24 58 34 21 478 88 24 67 43 33 20 32
internal_value=0 0.000415676 0.000382073 0.000688343 0.000456608 0.000695352 0.000699558 0.000702483 0.000582976 0.000294621 0.000518472 0.000720659 0.000269069 0.000314989 0.000716635 0.000673746 0.000668236 0.000578692 0.000677038 0.000671916 0.000401252 0.000362965 0.000679762 0.00071975 0.000700596 0.000765165 0.000313241 0.000642998 0.000453114 0.000645873
internal_weight=0 673 602 2448 325 2351 2303 2279 99 277 97 1396 240 141 1360 883 838 75 763 739 226 96 681 203 71 115 64 76 69 54
internal_count=3121 673 602 2448 325 2351 2303 2279 99 277 97 1396 240 141 1360 883 838 75 763 739 226 96 681 203 71 115 64 76 69 54
is_linear=0
shrinkage=0.00196078


Tree=6389
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 47 14 48 1 2 34 52 2 4 457 4 52 0 159 131 15 15 16 1 0 15
split_gain=18.7374 3.09789 1.90412 1.57621 1.08265 0.941823 0.618157 0.515964 0.480715 0.445758 0.418113 0.342359 0.298375 0.296624 0.338129 0.245405 0.213374 0.200396 0.172269 0.181682 0.192178 0.178715 0.173605 0.170719 0.169083 0.16901 0.161839 0.151475 0.147323 0.133364
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089885000000000007 0.13501500000000002 0.40473500000000007 0.077845000000000011 0.13082500000000002 0.062655000000000016 -0.015314999999999997 0.091450000000000017 0.14285500000000004 -1.0000000180025095e-35 -0.56176499999999996 -0.0091949999999999983 0.27834500000000006 0.083570000000000019 0.04735000000000001 1.0000000180025095e-35 0.18019500000000002 0.082585000000000006 0.091440000000000007 -0.43375999999999998 -0.41942499999999994 -0.11676499999999999 0.085110000000000005 -0.080604999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 -3 10 11 -6 -5 13 12 -7 29 14 -4 -13 -14 -16 19 21 -21 22 -17 -2 -19 -15 -27 28 -24 -1
right_child=1 2 9 8 7 6 -8 -9 -10 -11 -12 15 16 25 17 18 -18 24 -20 20 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00084596748758506617 0.00088884157758306224 0.00043288435463431743 0.00017362606332257941 0.00079419546048430838 0.00076988671298454446 0.00061421343793379389 0.00056797376753202344 0.00045885194113139284 0.00048957714560636458 0.00049599946617237968 0.0010263508456258054 0.00095436256451933985 0.00060793274719726266 0.00027871815171567942 0.00050630562043486003 0.00081422816606904205 0.00081169089317104895 0.0004342458912251908 0.00065123894124054433 0.00069926760839862081 0.0008214050164651516 0.00063784041971552598 0.00096298964838644223 0.0006767736784383362 0.00023017228893426337 0.00022165116023126186 2.0348873110799574e-05 0.0010591293639050365 0.00073288784307592059 0.00088900744618966511
leaf_weight=486 54 226 45 28 70 38 48 29 69 34 59 40 22 37 32 505 194 27 30 115 87 20 23 20 37 28 34 21 20 643
leaf_count=486 54 226 45 28 70 38 48 29 69 34 59 40 22 37 32 505 194 27 30 115 87 20 23 20 37 28 34 21 20 643
internal_value=0 0.000453037 0.000406279 0.000822455 0.000507787 0.000832561 0.000784776 0.000678776 0.000577508 0.000285878 0.000864793 0.000796352 0.000857706 0.000256111 0.000313872 0.00080439 0.000790938 0.000379612 0.000797083 0.000802615 0.000751871 0.000820017 0.000826421 0.000831526 0.000316266 0.000173845 0.00011126 0.000922629 0.000855966 0.00087048
internal_weight=0 673 599 2448 325 2351 947 99 97 274 1404 899 1345 240 141 861 216 96 821 791 202 589 569 74 64 99 62 64 43 1129
internal_count=3121 673 599 2448 325 2351 947 99 97 274 1404 899 1345 240 141 861 216 96 821 791 202 589 569 74 64 99 62 64 43 1129
is_linear=0
shrinkage=0.00196078


Tree=6390
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 47 4 2 2 2 34 52 1 2 52 13 43 47 1 52 4 16 16 4 12 131 2
split_gain=8.56399 1.40845 0.886113 0.695287 0.476142 0.469813 0.354789 0.318324 0.285685 0.281303 0.230206 0.20774 0.186641 0.176472 0.120791 0.202059 0.226942 0.1071 0.103064 0.0987629 0.0962624 0.0955281 0.0900622 0.0961831 0.157184 0.23351 0.0893076 0.093688 0.0857596 0.143105
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.089410000000000003 0.13404500000000005 -0.0060199999999999993 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.089885000000000007 0.11474000000000002 0.13754500000000003 -1.0000000180025095e-35 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.12492500000000002 -0.016469999999999995 -0.080324999999999994 0.090100000000000013 0.087135000000000004 0.40674500000000008 -0.46376499999999993 0.0065250000000000004 0.10246000000000001 -0.0070899999999999991 0.10124000000000001 0.08844500000000001 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 17 7 -1 9 12 10 21 26 13 -4 -12 -16 -17 20 -15 -8 -3 22 23 -5 -25 -26 -6 -28 29 -14
right_child=1 2 8 5 11 -7 19 -9 -10 -11 14 -13 28 18 15 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00056258628254427629 0.00058024822521889421 0.00028616652214767392 0.00014392706831361214 0.00073223643757818694 0.00062943610118672169 0.00039282446710758802 0.00038333520519719528 0.00070460821208656859 0.00037546697619040935 0.00036170673715892792 0.00066035983636397722 0.00031161706319804487 0.00014784754355914542 0.0002419999401340736 0.00056289531968363991 0.0002921195433197983 0.00053546403542282129 0.00045320764731834916 0.00038589989539096806 0.00022048297489257846 0.00040427677151920824 0.00057515425115633057 0.00049765421411929981 0.00061874408807919396 0.00035438640590976266 0.00060087835121989117 0.00055626056508728408 0.00039827295821822896 0.00024947272631905827 -3.908707505473228e-05
leaf_weight=40 76 184 45 26 22 49 41 85 37 22 43 23 74 50 733 23 41 20 31 22 31 398 26 814 22 45 31 27 20 20
leaf_count=40 76 184 45 26 22 49 41 85 37 22 43 23 74 50 733 23 41 20 31 22 31 398 26 814 22 45 31 27 20 20
internal_value=0 0.000328427 0.000297307 0.000575811 0.000364685 0.000582789 0.000418163 0.000586875 0.000215091 0.000582312 0.000584548 0.000475847 0.000190367 0.000242378 0.000559132 0.00055367 0.000448012 0.000315963 0.000297073 0.000326466 0.000303196 0.000600588 0.000611437 0.000614699 0.00061123 0.000519941 0.000523063 0.000482715 0.000132881 0.000108074
internal_weight=0 691 615 2430 338 2327 103 2278 277 2193 2171 103 240 126 840 797 64 235 81 63 215 1331 933 907 881 67 80 58 114 94
internal_count=3121 691 615 2430 338 2327 103 2278 277 2193 2171 103 240 126 840 797 64 235 81 63 215 1331 933 907 881 67 80 58 114 94
is_linear=0
shrinkage=0.00196078


Tree=6391
num_leaves=31
num_cat=0
split_feature=1 52 1 1 4 50 131 0 474 15 11 4 15 12 3 51 3 50 160 15 16 43 160 1208 1209 15 13 1 43 4
split_gain=0.521764 0.0948054 0.07902 0.0696677 0.104083 0.0672275 0.064604 0.0615062 0.0659566 0.0744932 0.111868 0.100789 0.151032 0.0700355 0.0622447 0.0620115 0.0612158 0.0583305 0.0572901 0.0570463 0.088126 0.0504373 0.0484776 0.0462532 0.048278 0.0481754 0.0443823 0.0439455 0.0467122 0.0438475
threshold=0.10920500000000001 -0.26636999999999994 0.14262000000000002 0.096325000000000008 -0.17966999999999997 0.14026500000000003 0.095715000000000008 -0.074479999999999977 0.088335000000000011 0.040760000000000005 0.079300000000000009 -0.46376499999999993 -0.026084999999999994 0.090545000000000014 -0.045649999999999989 -0.034734999999999995 0.092670000000000016 0.088895000000000016 -1.0000000180025095e-35 -0.41396999999999995 -0.11676499999999999 -0.095589999999999994 -0.077609999999999985 0.10480500000000002 0.087170000000000011 0.085935000000000025 0.0015850000000000003 0.13869000000000004 0.084740000000000024 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 -5 6 27 16 9 10 11 14 21 -11 -9 -10 23 22 -14 -4 -21 -13 -6 24 -1 -26 -23 28 29 -3
right_child=1 2 19 4 17 -7 -8 8 15 13 -12 12 18 -15 -16 -17 -18 -19 -20 20 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0075410106629531133 0.0077979732174426322 0.0050145968564763851 0.0030658360257243313 0.0088339295849068494 0.0079559442981217924 0.0093716242018022713 0.0074719883005232805 0.013463029214181006 0.013216797411441803 0.012498303280596663 -0.0024521492142230272 0.0094948336064558606 -0.0049572220724076041 0.006638176850651184 0.0065708224273341902 0.0057461662986315791 0.0038254914588667986 0.0078035147698149862 0.0024377744136886165 0.0032686287836570828 -0.0052374289563760675 0.0058845619451823074 0.0033299687244090653 0.0029394742062625787 0.0081232710778713236 0.013140791738706251 0.00079165711755525663 -0.0011973041593261191 0.0076662858280997174 0.0023167268700865994
leaf_weight=1596 50 84 52 79 26 21 38 20 25 23 20 29 20 180 38 20 44 48 22 21 29 77 176 21 50 31 22 22 24 213
leaf_count=1596 50 84 52 79 26 21 38 20 25 23 20 29 20 180 38 20 44 48 22 21 29 77 176 21 50 31 22 22 24 213
internal_value=0 0.00364469 0.00323265 0.00702858 0.00566984 0.00386338 0.00355978 0.00722832 0.00624587 0.00588161 0.00471884 0.00534788 0.00411979 0.00730213 0.00894745 0.00989652 0.00750805 0.00466999 -0.00108365 0.000746855 -0.00166488 0.00582717 0.00392539 0.00760348 0.00766188 0.0100436 0.00475281 0.00312635 0.00342268 0.00307976
internal_weight=0 554 504 2567 329 402 381 2238 496 451 248 228 170 203 58 45 1742 250 42 102 50 128 202 1698 1677 81 99 343 321 297
internal_count=3121 554 504 2567 329 402 381 2238 496 451 248 228 170 203 58 45 1742 250 42 102 50 128 202 1698 1677 81 99 343 321 297
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 2 14 0 4 2 43 2 49 2 150 1 0 52 4 0 147 2 15 3 47 43
split_gain=26.6967 3.24426 2.83524 2.63135 1.79253 1.11134 0.897357 0.845613 0.808218 0.598368 0.559891 0.486413 0.461348 0.411391 0.431246 0.37837 0.316144 0.310659 0.332282 0.299095 0.291261 0.235135 0.224684 0.222818 0.211717 0.204078 0.196778 0.18619 0.168355 0.161357
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.090285000000000018 -0.17966999999999997 0.082585000000000006 0.13501500000000002 0.076175000000000007 1.0000000180025095e-35 0.033845000000000007 0.092235000000000025 -0.04890499999999999 0.098035000000000011 -0.012034999999999999 0.14285500000000004 1.0000000180025095e-35 0.16175000000000003 -0.13027499999999997 0.0046550000000000003 -0.064054999999999987 -0.092404999999999973 0.088610000000000008 0.10402500000000002 -0.10203999999999998 -0.13309499999999996 0.089640000000000011 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 15 24 10 -6 17 12 20 13 23 14 -9 22 -2 18 29 -7 -4 25 -1 -8 -3 -15 -24 -14 -18 -5
right_child=1 5 6 8 7 19 9 11 -10 -11 -12 -13 27 21 -16 -17 28 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010755009244845695 0.00062474499000053781 0.00048244021717505918 0.00078853986154330013 0.00053351023049739564 0.00096637834002517734 0.00024162702541990385 0.0010631682906624754 0.000572682709983584 0.00027691844985848691 0.00066935652237961761 0.0012104857906711883 0.0003358171089273207 0.00065675977544457306 0.00065392356585053835 0.00088261638494098894 0.00079649647151708715 0.0010089020447864182 0.00034003952458341494 0.00045327947812180724 6.8436582006660163e-06 0.00099475035837202344 0.00076029150071097351 0.0010519901461910519 0.00093684910936349365 0.00026789712350046822 0.00044791307952004363 0.00084307147600852386 0.00085563674778785551 0.0008340166361080764 0.00073441423100492034
leaf_weight=56 20 112 27 22 31 126 58 28 58 36 46 21 21 29 45 63 33 22 41 25 1068 20 26 722 21 51 52 131 59 51
leaf_count=56 20 112 27 22 31 126 58 28 58 36 46 21 21 29 45 63 33 22 41 25 1068 20 26 722 21 51 52 131 59 51
internal_value=0 0.000468796 0.000931959 0.000608871 0.000785248 0.000317871 0.000961315 0.000665671 0.000470716 0.000917403 0.000998568 0.00061762 0.000926984 0.000651827 0.000763738 0.000921821 0.000848175 0.000553365 0.000594533 0.000202756 0.000989666 0.000570132 0.000980743 0.000946242 0.000448565 0.000522592 0.000912711 0.00082816 0.000896747 0.000673868
internal_weight=0 590 2531 306 422 284 2109 225 194 968 1141 194 932 173 73 197 112 136 114 151 1095 100 134 780 133 80 78 152 92 73
internal_count=3121 590 2531 306 422 284 2109 225 194 968 1141 194 932 173 73 197 112 136 114 151 1095 100 134 780 133 80 78 152 92 73
is_linear=0
shrinkage=0.00196078


Tree=6393
num_leaves=31
num_cat=0
split_feature=1 4 1 4 150 2 50 2 42 48 15 1 16 133 0 0 13 3 1 14 11 124 12 11 41 16 160 16 4 52
split_gain=0.53022 0.0932257 0.0684112 0.094885 0.0670678 0.0612771 0.0521542 0.0510533 0.0470403 0.0462733 0.0575907 0.0479539 0.0516706 0.0480456 0.0458411 0.0454784 0.0439407 0.0552099 0.043633 0.0424554 0.0401492 0.0434939 0.0542058 0.0395505 0.0474405 0.0387184 0.0381016 0.0372205 0.113256 0.0681095
threshold=0.10920500000000001 0.27287000000000006 0.096325000000000008 -0.17966999999999997 0.084680000000000019 0.13404500000000005 0.088895000000000016 0.25063000000000007 0.096450000000000022 -0.065224999999999991 -0.015744999999999999 0.10389500000000002 -0.020119999999999996 0.085195000000000007 -0.13843999999999998 -0.026509999999999995 0.10820000000000002 -0.12018999999999998 0.12000500000000001 0.062655000000000016 0.082485000000000017 -0.076779999999999987 -0.064509999999999984 0.075910000000000019 0.079395000000000007 0.11346000000000002 -0.077849999999999989 0.19444000000000003 -0.46376499999999993 0.070205000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 14 19 8 16 9 -5 11 13 -13 -11 -2 -16 17 -3 -19 20 21 -1 -23 -21 -25 -7 -20 28 -24 -29
right_child=1 7 3 6 -6 25 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 26 23 -22 22 27 24 -26 -27 -28 29 -30 -31
leaf_value=0.0044453377918920144 0.0023150603535274663 0.0069192809853976705 0.008711780293526341 0.006684347096255378 0.0025106973950353613 0.0010938491009605618 0.0076990697639606268 -0.0020869806370077035 0.0076160802359452415 -0.000943930885952079 -0.0016735695674119947 0.0090221292115747944 0.0028184482281834915 0.0049363997221613925 0.0073950552636069507 0.0032968349123086017 -0.000993294536601752 0.0051104192664770754 0.004870769243430475 0.0065297214242083764 0.0032418249733746057 0.01156637566164136 0.014121115192770959 0.01358351386152208 0.0076293980310488813 0.0067264117037310542 0.00080001162562250833 0.0066596580569499315 0.0073423791089899148 0.00091788468315549528
leaf_weight=53 30 34 79 34 82 26 48 24 31 33 26 25 29 24 133 34 28 49 29 29 25 30 25 32 23 23 111 203 1746 23
leaf_count=53 30 34 79 34 82 26 48 24 31 33 26 25 29 24 133 34 28 49 29 29 25 30 25 32 23 23 111 203 1746 23
internal_value=0 0.00362596 0.00703716 0.00569073 0.00491385 0.00723509 0.00473608 0.00231935 0.00403201 0.00338226 0.00256277 0.00355506 0.00569052 0.001532 0.00591414 0.00656069 0.00274067 0.00320951 0.00254214 0.00731338 0.00722541 0.00727329 0.00734723 0.00951798 0.0110936 0.00373771 0.00164324 0.00728385 0.00743807 0.00607532
internal_weight=0 554 2567 329 279 2238 250 275 202 171 137 111 54 57 197 167 251 223 189 2189 2105 2080 2027 84 55 49 140 1997 1771 226
internal_count=3121 554 2567 329 279 2238 250 275 202 171 137 111 54 57 197 167 251 223 189 2189 2105 2080 2027 84 55 49 140 1997 1771 226
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=31
num_cat=0
split_feature=1 52 3 4 124 148 96 2 43 13 1 0 11 3 43 51 13 0 3 4 124 455 42 1208 133 12 13 4 147 0
split_gain=0.432299 0.10922 0.0777467 0.0736162 0.0518969 0.0573106 0.0530089 0.0757256 0.0622125 0.0507464 0.0588426 0.0495845 0.0601766 0.0619428 0.171935 0.0613373 0.0476774 0.0541356 0.0537877 0.0442372 0.0437277 0.0436766 0.0421325 0.0486734 0.0415289 0.0403773 0.0402285 0.0397342 0.0664674 0.0756003
threshold=0.10293500000000001 -0.42635499999999998 0.31370500000000007 0.40124500000000002 0.0049200000000000008 -0.095079999999999984 0.086715000000000014 1.0000000180025095e-35 -0.078654999999999989 -0.47860499999999995 0.14262000000000002 0.22582000000000002 1.0000000180025095e-35 -0.12018999999999998 -0.13868499999999997 0.10876000000000001 0.11596500000000001 -0.10096999999999999 -0.014944999999999998 0.53859500000000016 -0.076779999999999987 0.088965000000000002 0.11457500000000002 0.099975000000000008 0.40431 -0.064509999999999984 0.097995000000000013 -0.031404999999999995 1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 11 5 -3 7 16 -9 19 -11 12 13 14 -1 26 17 -7 -19 -4 -15 22 25 24 -24 -22 -14 -10 29 -29
right_child=1 2 9 -5 -6 6 -8 8 27 10 -12 -13 15 20 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0096769172232598066 0.0069755353083812881 -0.0011584979792435965 0.00065292015006937281 0.00068439227550036539 2.7869556409617264e-05 0.0099394430436760845 -0.00030845418386161332 0.0011033666914845089 0.0078515830965313529 0.0017180117798726196 -0.0055159610971300442 0.0015378173510544003 0.010755093310726807 0.0042317251638720604 -0.00082140867956555805 0.0039200589865107435 0.010637224612291904 0.0058945651488341022 0.001380793413005045 0.0064632534736301754 0.010262355007862132 0.011032090659930625 0.0023460538161279108 0.0081492506275960327 0.0060922499565420818 0.0066234749136477008 0.0057408306514844304 0.0094168741522090774 -0.00010224036839125413 0.0036021578259375952
leaf_weight=26 88 21 38 22 36 23 25 83 28 23 22 20 80 81 39 22 20 99 36 20 31 22 67 37 53 1865 20 28 35 111
leaf_count=26 88 21 38 22 36 23 25 83 28 23 22 20 80 81 39 22 20 99 36 20 31 22 67 37 53 1865 20 28 35 111
internal_value=0 0.00366988 0.00322096 0.00644228 0.00369714 0.00395666 0.00417678 0.00441896 0.00340827 0.000701351 -0.0018186 0.00649588 0.00653821 0.00641943 0.00337792 0.00870054 0.0060372 0.00545492 0.00469089 0.00265648 0.00651113 0.0066001 0.00655261 0.00497833 0.00400062 0.00668297 0.00975224 0.00435534 0.00379272 0.00477347
internal_weight=0 736 648 2385 545 509 488 463 285 103 45 2363 2343 2221 65 122 178 158 135 58 2156 2075 2053 157 120 1896 100 202 174 139
internal_count=3121 736 648 2385 545 509 488 463 285 103 45 2363 2343 2221 65 122 178 158 135 58 2156 2075 2053 157 120 1896 100 202 174 139
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 2 4 1 2 34 14 4 0 15 4 1 0 15 15 4 0 1 4 10 2 42 0 4 10
split_gain=10.6878 1.82502 0.987594 0.895298 0.58918 0.423872 0.349792 0.348215 0.32333 0.243451 0.313949 0.211908 0.192923 0.186967 0.378317 0.180766 0.388502 0.20392 0.171701 0.152666 0.149763 0.143054 0.139776 0.134674 0.133167 0.172073 0.131004 0.292306 0.140183 0.126581
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.091265000000000013 0.40473500000000007 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.27834500000000006 -0.10607499999999999 -0.10653 -0.013514999999999998 0.086920000000000011 0.18019500000000002 -0.43375999999999998 -0.41942499999999994 -0.17966999999999997 -0.14832499999999996 0.14089500000000002 0.0082450000000000006 -1.0000000180025095e-35 0.10467500000000002 0.084835000000000008 -0.065229999999999996 -0.46376499999999993 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 6 9 11 -4 -5 10 -3 13 -12 14 -1 17 -17 -8 -14 -11 -2 -16 -7 26 -22 -26 28 -28 -15 -21
right_child=1 5 7 8 -6 22 15 -9 -10 19 12 -13 18 23 21 16 -18 -19 -20 29 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0007481053540313395 0.00052715499542982261 0.00012202727458234836 0.00060882127833463339 0.00060210154045936082 0.00042807194967358524 0.00050268894603872267 0.00065044049523255534 0.00038310701527759493 0.00036347954395089127 0.00023019153125797338 0.00043407216435298324 0.0007772259577368913 0.0003735382637427004 0.00081522545284208126 0.00057234039306340958 0.00060321658032497206 0.0003907873805574816 0.00044763175473895437 0.00016789067573361711 0.00017660937509408184 0.00022613183114151241 0.00039049441535139181 0.00028641777624394376 0.00057127507069810503 0.00052038696466707719 0.00034589365221453954 0.00065718223542711636 0.00042161087807264427 0.00068238384064198642 -6.0682968922606373e-06
leaf_weight=34 20 45 129 34 48 27 406 33 61 37 36 62 27 32 39 314 37 20 37 25 29 29 20 55 25 166 568 21 670 35
leaf_count=34 20 45 129 34 48 27 406 33 61 37 36 62 27 32 39 314 37 20 37 25 29 29 20 55 25 166 568 21 670 35
internal_value=0 0.000359111 0.000444551 0.000635473 0.000643064 0.000240264 0.000647577 0.000562842 0.000448881 0.00020717 0.000258037 0.000664972 0.000319241 0.000660165 0.000579227 0.000613772 0.000580824 0.000640919 0.000254648 0.000131133 0.000364704 0.000494788 0.000410659 0.000666299 0.000349936 0.000368733 0.000670347 0.000648783 0.000688439 7.00474e-05
internal_weight=0 691 402 2430 2335 289 2287 162 95 242 145 1510 100 1448 102 777 351 426 64 97 240 68 47 1346 220 191 1291 589 702 60
internal_count=3121 691 402 2430 2335 289 2287 162 95 242 145 1510 100 1448 102 777 351 426 64 97 240 68 47 1346 220 191 1291 589 702 60
is_linear=0
shrinkage=0.00196078


Tree=6396
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 2 4 14 1 2 15 50 1 1 4 1 150 13 49 159 0 150 3 12 2 47 52 14 16 52
split_gain=34.0828 3.86083 3.35017 2.90398 2.24109 1.64188 1.52868 1.04038 0.960348 0.86349 0.553342 0.547813 0.458047 0.406104 0.378489 0.609725 0.536683 0.397361 0.377036 0.375965 0.351135 0.302548 0.271264 0.268965 0.252732 0.252566 0.230654 0.228282 0.216587 0.204925
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13712500000000002 0.27044500000000005 0.076175000000000007 0.09253500000000002 0.089885000000000007 -0.24436499999999997 0.041865000000000006 0.12958500000000003 0.087135000000000004 -0.013514999999999998 0.083345000000000016 0.081835000000000019 -0.15416999999999995 -0.012034999999999999 0.084250000000000005 -0.067624999999999977 1.0000000180025095e-35 1.0000000180025095e-35 0.09202500000000001 0.31765000000000004 0.090280000000000013 -0.16675999999999999 -0.46413499999999996 -0.074319999999999983 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 7 18 9 -4 13 12 24 27 -1 17 23 -17 -11 -5 21 22 28 -15 -16 -3 -20 -9 -2 -12 -19
right_child=1 11 8 6 -6 -7 -8 26 -10 14 19 -13 -14 20 15 16 -18 29 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011351506010350632 0.00069700507751477314 0.00021932863535770614 0.00099976185619006096 0.00071012713964663297 0.00064017715180101991 0.00071904182381241034 0.00052432553882506439 0.0011213281117927502 0.00060410304889101888 0.00080634725500110368 0.00060040924741192156 0.00046908222251492582 0.00029748445318154349 0.0010898113018928662 0.0010730743466984825 0.00097937180745884104 0.00055538644472970472 0.0011993816635875415 0.0011480796411085655 0.00040519018778424447 0.00086091849846903245 0.00051506687910684917 0.00085534933735342583 0.00096472837110284245 -1.8630127186775739e-05 0.00093358819956722175 0.0013630211715048213 0.00044759648312282411 0.00080452024551854069 0.0010677426779751049
leaf_weight=935 21 78 34 20 45 47 44 20 77 21 39 30 67 369 169 24 22 51 32 37 31 54 20 184 22 62 63 43 41 419
leaf_count=935 21 78 34 20 45 47 44 20 77 21 39 30 67 369 169 24 22 51 32 37 31 54 20 184 22 62 63 43 41 419
internal_value=0 0.000535061 0.00105839 0.000619383 0.00107367 0.00108188 0.000834771 0.0010892 0.000725296 0.00108123 0.000506696 0.000236694 0.000410803 0.0011124 0.00103379 0.00098893 0.000776596 0.00107024 0.000954593 0.000580158 0.00106175 0.000628469 0.00107776 0.0010166 0.000166978 0.00100661 0.00130478 0.000529434 0.000705016 0.00108203
internal_weight=0 590 2531 460 2420 2375 158 2328 111 2245 302 130 131 1355 890 399 46 491 114 171 420 134 389 353 100 94 83 64 80 470
internal_count=3121 590 2531 460 2420 2375 158 2328 111 2245 302 130 131 1355 890 399 46 491 114 171 420 134 389 353 100 94 83 64 80 470
is_linear=0
shrinkage=0.00196078


Tree=6397
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 2 2 4 52 1 1 2 0 4 47 11 16 4 3 43 4 16 12 13
split_gain=30.6159 4.77136 2.85994 2.40152 1.66067 1.56071 1.01557 0.973646 0.813102 0.760003 0.71801 0.671951 0.576946 0.426239 0.377777 0.359559 0.290858 0.443164 0.289498 0.264065 0.252193 0.211505 0.211289 0.201852 0.190331 0.187026 0.1721 0.166158 0.164219 0.156852
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.11474000000000002 0.14753000000000002 0.27834500000000006 -0.56176499999999996 0.087135000000000004 0.089770000000000016 0.10613000000000002 0.18019500000000002 0.0052350000000000009 0.090100000000000013 1.0000000180025095e-35 -0.016164999999999995 -0.036839999999999991 1.0000000180025095e-35 0.0010100000000000003 0.23246000000000003 -0.10850999999999998 0.09202500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 20 6 7 10 12 -5 15 26 13 -4 -12 -1 18 22 19 25 24 -9 -18 -2 -3 28 -6 -21 -16 -15
right_child=1 2 8 9 11 -7 -8 21 -10 -11 14 -13 -14 29 16 -17 17 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010714185511232017 0.0010825735868192187 0.00042101452807744765 0.00053571826490737926 0.00094019562766523099 0.00097024326815324665 0.00063955306972095065 0.00063243910699498421 0.0010841834736513155 0.00060154936445662758 0.00057643668762609067 0.0011526563692196782 0.00052441134379287949 0.0001617849268457259 0.00025926284360152795 0.0010830953195216551 0.0010013448694797986 0.00062215983064151277 0.0010887981805146908 0.00074642591470596841 0.00098681757618805741 0.00066631216106496959 0.0012988446760021782 0.00088659574135957096 0.00085349663410311434 0.00054489113880719961 0.00095101012909407339 0.00077754007313264844 0.00088412495804767984 0.00099759775874344917 0.00043057321409167978
leaf_weight=934 50 99 40 34 49 41 25 25 37 63 45 24 87 86 157 403 26 20 20 115 33 60 21 21 92 139 28 128 192 27
leaf_count=934 50 99 40 34 49 41 25 25 37 63 45 24 87 86 157 403 26 20 20 115 33 60 21 21 92 139 28 128 192 27
internal_value=0 0.000534076 0.000477377 0.00100629 0.000602147 0.00101876 0.00102549 0.00102979 0.000330987 0.00070394 0.00102184 0.00081088 0.000289275 0.00036177 0.000977747 0.0010503 0.000968125 0.000844338 0.000979169 0.000985536 0.00050803 0.00123571 0.000740312 0.00101482 0.000480683 0.00101183 0.000900169 0.000932724 0.00103606 0.000300195
internal_weight=0 673 602 2448 325 2351 2310 2285 277 97 2200 101 240 153 863 1337 818 67 751 731 224 85 47 71 191 488 77 243 349 113
internal_count=3121 673 602 2448 325 2351 2310 2285 277 97 2200 101 240 153 863 1337 818 67 751 731 224 85 47 71 191 488 77 243 349 113
is_linear=0
shrinkage=0.00196078


Tree=6398
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 2 9 484 1 0 42 14 13 12 16 150 39 2 10 133 1456 475 1447 475 160 4 483 1213 13 4
split_gain=0.655047 0.152844 0.0942558 0.0832798 0.0625928 0.0621582 0.118389 0.0630322 0.0554523 0.0549117 0.0547144 0.0617164 0.0580906 0.0508468 0.0469346 0.0629499 0.0513542 0.045796 0.0450287 0.0442134 0.0433547 0.0573517 0.0510538 0.0617627 0.0579201 0.0506302 0.0702323 0.0609605 0.0622467 0.115248
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092120000000000021 0.10855000000000002 -1.0000000180025095e-35 -0.069939999999999988 0.10587000000000001 -0.066089999999999996 -0.019989999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42850999999999995 -0.45661999999999997 0.089910000000000018 0.10166000000000001 0.15950500000000004 -0.0026549999999999994 -0.093189999999999981 0.056265000000000009 -0.088274999999999978 -0.085709999999999995 -0.085734999999999992 -0.54200499999999985 -0.082249999999999976 -0.095084999999999989 -0.12254999999999999 -0.091054999999999983 -0.07533999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 19 6 18 -8 -9 -10 -7 12 -12 -4 -6 16 -16 -15 -3 -1 21 -21 -23 -24 -25 -26 -27 -28 29 -29
right_child=1 2 13 -5 14 10 7 8 9 -11 11 -13 -14 17 15 -17 -18 -19 -20 20 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=0.0095543375645734466 0.0083032457553781566 0.0036110618257556453 0.0042279831396548877 0.0017428097632628951 0.0097974038708343869 -0.00071277550726743608 0.012099349333439022 0.0027943160813791975 0.0090096703247076627 0.0049839308278023971 0.0036570367050756305 0.0029251653131395273 0.0095520028633472986 0.0013317195076049994 0.0073082388697349628 0.0021410730416671592 0.0025039808055304963 -0.0042155361543832854 -0.0021115370467305185 0.0039890530972263296 0.0096632411194632201 0.0043845023243001815 0.012512924500756088 0.012950477141724981 0.0088945328951257271 0.012229318650246694 0.011540973909770049 -0.0016200904182725304 0.0072979958221738254 0.0076011427764597385
leaf_weight=235 90 44 35 22 64 29 20 38 72 64 35 183 32 46 682 26 23 22 20 37 151 38 31 23 335 29 31 23 608 33
leaf_count=235 90 44 35 22 64 29 20 38 72 64 35 183 32 46 682 26 23 22 20 37 151 38 31 23 335 29 31 23 608 33
internal_value=0 0.00444463 0.00390201 0.00786704 0.00792391 0.0044335 0.00555231 0.00678267 0.00617156 0.0071152 0.00339891 0.00387586 0.00647254 0.00113104 0.00720064 0.00697329 0.0071515 -0.000462981 0.00182275 0.00828922 0.00806719 0.00786432 0.0079889 0.00811196 0.00798587 0.00787804 0.0074077 0.00720651 0.00700415 0.00381385
internal_weight=0 730 640 2391 2369 537 258 194 174 136 279 250 67 103 795 731 705 68 64 1574 1339 1188 1151 1113 1082 1059 724 695 664 56
internal_count=3121 730 640 2391 2369 537 258 194 174 136 279 250 67 103 795 731 705 68 64 1574 1339 1188 1151 1113 1082 1059 724 695 664 56
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 15 1 0 47 4 14 47 0 4 15 2 52 0 12 1 50 0 15 15 4 43 16
split_gain=25.1487 2.98467 2.79154 1.68472 1.42704 1.11666 0.94568 0.658696 0.619578 0.544458 0.538293 0.486927 0.478708 0.468536 0.43416 0.429743 0.36705 0.502744 0.412474 0.319419 0.310929 0.484873 0.304226 0.274886 0.270194 0.322038 0.267108 0.219407 0.285346 0.175676
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 0.40945500000000007 0.024640000000000006 0.12000500000000001 -0.23194499999999998 0.090100000000000013 0.033845000000000007 0.076175000000000007 0.081320000000000017 -0.062294999999999996 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.53964499999999982 -0.097734999999999989 0.13597000000000004 0.10124500000000002 0.041865000000000006 -0.11242999999999999 -0.095244999999999982 0.013270000000000002 0.0067750000000000006 -0.081374999999999989 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 7 13 11 14 -9 -1 26 20 24 22 -13 18 -18 -12 -2 -8 29 27 -7 25 -4 -3 28 -6 -22
right_child=1 5 6 -5 8 23 12 9 -10 -11 16 15 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012428465320889748 0.0010856852324959501 0.00043248489064825113 0.0010625686978592592 0.00050391150686828693 0.00058141133656688763 0.00019366105106580103 0.0011680820594921894 0.00057602095751360779 0.0010459146565861171 0.00031387937120734691 0.0011168732407585706 0.00086318099185944707 0.00086740149107531329 0.0012387194037945578 0.000872567748550249 0.00051147701640392583 0.00092399934166417644 0.0006125172842280451 0.00078553037608371061 0.00083049010500351698 0.0010201766241462902 0.00070512165392146381 0.00055394100985738039 0.00043869401278245787 0.0010428676149496527 0.00071878767241981148 0.00064289370404541351 0.00054889442616539732 0.00086017392843572142 0.00095833757296698069
leaf_weight=22 24 73 20 74 20 75 33 44 21 99 52 34 171 46 41 22 76 27 20 88 292 25 74 23 1053 22 34 21 48 447
leaf_count=22 24 73 20 74 20 75 33 44 21 99 52 34 171 46 41 22 76 27 20 88 292 25 74 23 1053 22 34 21 48 447
internal_value=0 0.000527954 0.000977488 0.000733489 0.000831912 0.000433327 0.00100662 0.000491665 0.00072522 0.000394538 0.000953769 0.000576874 0.000961538 0.00104486 0.000692207 0.000725012 0.000917428 0.000842349 0.00102483 0.000885175 0.000981736 0.000973687 0.00064684 0.000251169 0.00103672 0.000882493 0.000499344 0.000724083 0.000778185 0.000982772
internal_weight=0 590 2531 186 422 404 2109 306 225 143 197 163 968 1141 204 56 175 103 72 112 797 764 163 98 1095 42 107 89 68 739
internal_count=3121 590 2531 186 422 404 2109 306 225 143 197 163 968 1141 204 56 175 103 72 112 797 764 163 98 1095 42 107 89 68 739
is_linear=0
shrinkage=0.00196078


Tree=6400
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 159 3 4 42 1 14 0 0 12 47 156 3 0 2 52 4 4 16 13 49 3 48
split_gain=10.3499 1.30686 1.11811 0.904198 0.621282 0.483294 0.410545 0.409141 0.375116 0.276866 0.245712 0.201086 0.193362 0.181466 0.202053 0.179791 0.277966 0.17432 0.176955 0.178818 0.165174 0.175002 0.136536 0.131018 0.234801 0.19214 0.172198 0.122568 0.113163 0.0960929
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 -0.16363499999999997 0.090285000000000018 0.082585000000000006 -0.11171999999999999 0.033845000000000007 -1.0000000180025095e-35 0.16175000000000003 0.076175000000000007 -0.13027499999999997 -0.092404999999999973 0.13597000000000004 0.077555000000000013 0.092385000000000009 0.092670000000000016 -0.067094999999999988 0.10252500000000002 -0.53964499999999982 0.098655000000000007 -0.062539999999999984 -0.008904999999999998 -0.011914999999999999 -1.0000000180025095e-35 -0.053259999999999995 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 9 27 -6 13 11 -1 15 -5 -7 14 -4 -9 28 18 19 -11 21 29 -2 24 26 -26 -13 -3 -17 -8
right_child=1 5 7 8 6 12 20 10 -10 17 -12 23 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00040149669114466574 0.00069396212770074018 0.00021322128234839741 0.00048796336180763827 0.00057181996718591664 0.00064709708094596858 0.00018812617544526679 0.00059522916099561155 0.00072533503598883043 0.00020860685740500668 0.00060534657721213485 0.00053830020541465959 0.0003148351259091321 -6.506762960377862e-07 0.00078119450301973614 0.00065971538964206889 0.00062337580657491982 0.00040873547102890763 0.00074923153026212083 0.00076554545877026566 0.00044620962286529752 0.00026366506137099922 0.00036453173121731155 0.00052581349283542316 0.00050870949877243415 0.00034549519816199601 0.00011479108930205751 0.00056622157457704642 0.00035247556846050056 0.00047727454693711433 0.00043522668654861362
leaf_weight=26 24 32 27 21 31 126 27 58 59 121 171 20 25 46 1068 693 25 32 20 35 28 71 82 20 35 23 22 101 21 31
leaf_count=26 24 32 27 21 31 126 27 58 59 121 171 20 25 46 1068 693 25 32 20 35 28 71 82 20 35 23 22 101 21 31
internal_value=0 0.000328574 0.000616959 0.000417478 0.000524827 0.000232784 0.000440891 0.000635394 0.000339882 0.000592263 0.000605743 0.000394812 0.000156872 0.000660549 0.00065548 0.000620213 0.000611963 0.000616109 0.000591904 0.000569643 0.000400176 0.000429806 0.000563885 0.000363836 0.000334861 0.000254009 0.000446514 0.000318971 0.000619079 0.000509711
internal_weight=0 590 2531 306 422 284 188 2109 200 234 968 141 151 1141 1095 797 739 208 176 156 157 129 106 120 100 58 42 133 714 58
internal_count=3121 590 2531 306 422 284 188 2109 200 234 968 141 151 1141 1095 797 739 208 176 156 157 129 106 120 100 58 42 133 714 58
is_linear=0
shrinkage=0.00196078


Tree=6401
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 47 52 52 155 150 12 1 2 0 0 43 402 43 1213 16 4 402 16 42 47 1446 52 15 1419 51
split_gain=0.7109 0.108346 0.0944983 0.107874 0.0881186 0.0746299 0.104037 0.0834707 0.0727044 0.0612084 0.0597953 0.0830921 0.057733 0.0573973 0.0698387 0.0563044 0.0558608 0.0535603 0.0503215 0.0454859 0.0479575 0.0497166 0.0716698 0.0475855 0.0457909 0.0712955 0.0626175 0.0568869 0.0818347 0.0797646
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.077555000000000013 -0.088614999999999985 -0.081934999999999994 0.10158500000000002 0.084680000000000019 0.087830000000000005 0.089875000000000024 0.25063000000000007 -0.026509999999999995 -0.13843999999999998 0.093175000000000022 0.2506000000000001 -0.091784999999999992 0.11395000000000001 -0.066924999999999985 0.098655000000000007 0.095250000000000015 -0.078844999999999985 0.11603500000000001 0.079365000000000005 0.099545000000000008 -0.0027449999999999996 -0.076244999999999993 0.083675000000000013 -0.22258499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 6 -1 -8 9 13 11 15 -3 14 -2 17 19 -4 -19 20 21 -12 -23 24 25 27 -26 29 -29 -21
right_child=1 12 10 -5 -6 -7 7 -9 -10 -11 16 -13 -14 -15 -16 -17 -18 18 -20 23 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0090554808050666638 0.0024856733366975499 0.0031973255329776512 0.011195706176748943 0.011091766040772201 0.00062182352725917911 0.0096957500082102011 0.00069152789596372698 0.0057659899741793197 0.011063673297493635 0.0027991279919436316 0.0087260781089385144 0.003157435057927733 -0.0019364392966963351 0.001878632846637629 0.0079539633619424427 0.014024682860569251 0.0030939721031640862 0.0089340028523378461 0.0042660782230086623 0.015551233347505331 0.006746917177384737 0.015183624761217896 0.00785202596258993 0.0044792408256658488 0.0073568662565032198 0.01313102123542474 0.0007199157561574664 0.0069172443676749022 0.01332519587484144 0.0084905744634306748
leaf_weight=82 29 251 105 52 26 66 39 192 22 81 484 23 24 27 120 24 23 612 24 20 109 30 24 49 44 26 21 391 21 80
leaf_count=82 29 251 105 52 26 66 39 192 22 81 484 23 24 27 120 24 23 612 24 20 109 30 24 49 44 26 21 391 21 80
internal_value=0 0.00415788 0.00810776 0.00680404 0.00625352 0.00663986 0.00599549 0.00490926 0.00554628 0.00507398 0.00839013 0.00907964 0.00274929 0.00612093 0.00688967 0.0092577 0.00797913 0.0091033 0.00875785 0.00806562 0.00865965 0.00904717 0.0119251 0.00747615 0.00771968 0.00802258 0.00521262 0.00776317 0.00724386 0.00990271
internal_weight=0 554 2567 457 405 379 313 231 279 257 2110 788 275 176 149 765 1322 741 636 1299 647 538 54 652 603 538 65 512 412 100
internal_count=3121 554 2567 457 405 379 313 231 279 257 2110 788 275 176 149 765 1322 741 636 1299 647 538 54 652 603 538 65 512 412 100
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 4 47 0 14 12 4 15 1 0 2 11 16 4 49 3 4 2 133 15
split_gain=28.0357 3.29579 3.02782 2.01452 1.48202 1.30046 0.962287 0.92623 0.722989 0.652926 0.643821 0.625103 0.548943 0.520077 0.470186 0.438828 0.415895 0.542064 0.318996 0.318632 0.314884 0.290975 0.284552 0.26509 0.224156 0.210499 0.197402 0.194933 0.354293 0.194644
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.090285000000000018 0.40124500000000002 -0.17966999999999997 0.14753000000000002 0.033845000000000007 0.40945500000000007 0.081320000000000017 -0.23194499999999998 0.076175000000000007 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 0.10124500000000002 -0.13027499999999997 0.099185000000000009 0.080455000000000013 -0.040964999999999994 -0.15464999999999998 -0.065034999999999996 -0.13309499999999996 -0.041644999999999995 0.10803500000000001 0.085635000000000003 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 13 9 14 26 -6 11 15 -3 18 -1 19 21 20 -18 24 -4 -15 23 -7 -8 -10 -12 -5 28 -2 -11
right_child=1 5 6 7 8 22 10 -9 12 29 25 -13 -14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011574397882888237 0.00074552846743780024 0.00047994689910149115 0.00075111770698058056 0.0010360090872820686 0.00091843699575752343 0.00041914064125916131 0.00072888820175880272 0.0004615396625180354 0.00073431365191936496 0.00020089885008786165 0.00059255661075912161 0.00021139916025348748 0.00081826413399865979 0.0010323215669321619 0.0011638401211171911 0.0006722408419247008 0.00084243969697701305 0.00051900628404982644 0.00044924225233797699 0.00096679980064997856 0.0007428174655811459 0.0010414051347163325 0.00072434470787936561 0.00091435557476061979 0.00053556875008640785 0.00080215948394018837 0.0008154718932181029 0.00040096628956904457 0.00040120778195478819 7.2359098820963302e-06
leaf_weight=22 20 48 27 20 31 23 31 29 40 32 21 109 35 52 46 29 76 27 71 1068 20 67 24 670 48 150 71 134 27 53
leaf_count=22 20 48 27 20 31 23 31 29 40 32 21 109 35 52 46 29 76 27 71 1068 20 67 24 670 48 150 71 134 27 53
internal_value=0 0.000426089 0.000900725 0.000569688 0.000749114 0.000276528 0.000931062 0.000766694 0.000640386 0.000218563 0.000885589 0.000293503 0.000595955 0.000873296 0.00096964 0.000909012 0.000837575 0.000757656 0.000547019 0.000961482 0.000951904 0.000917953 0.00057499 0.000906154 0.000625907 0.000776419 0.000863942 0.000439075 0.000547727 8.01443e-05
internal_weight=0 590 2531 301 422 289 2109 120 225 242 968 157 194 197 1141 797 175 103 159 1095 72 768 47 701 88 171 91 181 47 85
internal_count=3121 590 2531 301 422 289 2109 120 225 242 968 157 194 197 1141 797 175 103 159 1095 72 768 47 701 88 171 91 181 47 85
is_linear=0
shrinkage=0.00196078


Tree=6403
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 4 1 2 2 34 4 1 47 15 0 52 52 131 159 1 2 4 16 12 16 4
split_gain=15.4281 2.63782 1.50251 1.34092 0.990316 0.858906 0.526561 0.500846 0.470518 0.422982 0.412334 0.346186 0.346149 0.26148 0.208316 0.185206 0.184772 0.16795 0.16656 0.151713 0.150683 0.135699 0.133039 0.167215 0.148085 0.125875 0.12143 0.116482 0.11564 0.114121
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.13082500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.089885000000000007 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.087135000000000004 0.090100000000000013 -0.43375999999999998 -0.23051499999999997 -0.56176499999999996 -0.16675999999999999 0.09031500000000002 0.082585000000000006 0.086920000000000011 0.10327000000000001 0.038415000000000012 -0.16075999999999999 0.082480000000000012 -0.12029499999999999 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 16 7 12 8 11 -6 -5 15 13 -4 -15 -1 -3 -16 -13 -20 -10 -2 23 25 -25 -21 -14 -17 -27 -28
right_child=1 2 6 10 9 -7 -8 -9 20 -11 -12 18 26 14 17 27 -18 -19 19 22 -22 -23 -24 24 -26 28 29 -29 -30 -31
leaf_value=0.00082412424434389188 0.00086058428667215299 0.00039492730624605509 0.00019911591218751986 0.00075185018792456272 0.00073618701526096883 0.0005268146418220686 0.00051134618553942506 0.00051004974950664961 0.00078909811582051075 0.00045456891278707957 0.00046972842940239698 0.00059387675928744305 0.00023386843836296163 0.00050942969434853531 0.00043325483793569977 0.00068722438674032418 0.00055175118938930584 0.00022986574968821962 0.00087375801503009011 0.00076900336884855466 0.00098372352226647132 0.00067937007916519067 0.00081566885292793962 0.00050366217562673136 0.0007394124493768124 0.00076804401952329081 0.00018832086371653562 0.00078666332398877521 0.0006558773154349359 -9.6058666038246051e-06
leaf_weight=934 47 192 45 28 70 48 37 24 20 29 69 23 54 32 27 52 34 37 45 479 65 24 124 20 21 61 24 351 84 21
leaf_count=934 47 192 45 28 70 48 37 24 20 29 69 23 54 32 27 52 34 37 45 479 65 24 124 20 21 61 24 351 84 21
internal_value=0 0.00044188 0.000399722 0.000777092 0.000490157 0.000786413 0.000293616 0.000791824 0.000794791 0.000653693 0.000551166 0.000789246 0.000260049 0.000322446 0.000380257 0.000808965 0.00041852 0.000315671 0.000758482 0.000763022 0.000937929 0.000799329 0.000756706 0.000745711 0.000624412 0.000753681 0.000171181 0.000773832 0.000703065 9.59551e-05
internal_weight=0 673 602 2448 325 2351 277 2303 2279 99 97 2194 240 141 96 1337 226 64 857 834 85 71 789 665 41 624 99 403 145 45
internal_count=3121 673 602 2448 325 2351 277 2303 2279 99 97 2194 240 141 96 1337 226 64 857 834 85 71 789 665 41 624 99 403 145 45
is_linear=0
shrinkage=0.00196078


Tree=6404
num_leaves=31
num_cat=0
split_feature=1 2 12 15 96 4 46 4 474 1 148 15 51 12 1 0 15 16 0 156 13 133 43 14 43 34 2 402 4 1213
split_gain=0.790395 0.118508 0.104419 0.100005 0.0951751 0.0882528 0.0848909 0.0963604 0.111597 0.108983 0.0662329 0.059774 0.059294 0.0583341 0.0723015 0.0548969 0.0542939 0.0728276 0.0713618 0.052847 0.0525951 0.0513343 0.0542893 0.0498102 0.0470292 0.0461683 0.0449137 0.0440564 0.0441924 0.0623051
threshold=0.10920500000000001 0.13404500000000005 0.078300000000000008 0.035560000000000008 0.084000000000000019 -0.036839999999999991 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.043434999999999994 -0.077219999999999983 0.10532000000000001 0.087830000000000005 0.089875000000000024 0.056435000000000006 -0.11713499999999999 -0.013024999999999998 -0.084804999999999978 0.090500000000000011 -0.14819499999999997 0.11269500000000002 -0.14792499999999997 -0.073114999999999986 -0.080554999999999974 -0.010024999999999997 0.090050000000000005 0.2506000000000001 0.00063500000000000004 0.11146500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 -2 7 15 9 16 -7 25 -3 14 19 -1 -9 26 -19 20 -4 22 -22 -14 -11 -12 -18 28 29 -15
right_child=1 12 13 -5 -6 10 -8 8 -10 24 11 -13 23 27 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011640348607350304 0.010285608969925529 0.0012667259888340396 0.013958023498155947 0.011254244595945168 0.00059601936325732931 0.00017779088862564254 0.012947937734425069 0.011874562174153443 -0.0017201764206402005 0.0059056762671006215 0.00052184208255747096 0.0078961796035152739 0.0085603724369624004 0.0085907767937405382 0.0039498832481710813 0.005891583231277764 0.0022457812300750186 0.012990677185783473 0.0060932476477076614 0.0048101029512260789 0.014970163246616722 0.0064194846779425099 0.0096801958831425564 0.0023520222865045072 0.0020241083919772529 0.0053355407188552736 0.0069993392888294623 0.0040488026934959323 0.007430962698782905 0.01191609685154011
leaf_weight=46 41 141 29 52 37 23 20 26 20 57 23 88 24 925 23 26 35 30 30 22 20 47 647 28 69 149 46 23 314 60
leaf_count=46 41 141 29 52 37 23 20 26 20 57 23 88 24 925 23 26 35 30 30 22 20 47 647 28 69 149 46 23 314 60
internal_value=0 0.00433146 0.00849632 0.00712588 0.00540087 0.00594957 0.00659582 0.00626584 0.00550707 0.00600039 0.00532138 0.00577639 0.00233116 0.00879315 0.00947419 0.00956441 0.00767562 0.00690135 0.00954196 0.00964028 0.0097833 0.00961373 0.00983882 0.00521741 0.00378006 0.00469185 0.00494533 0.0083872 0.00846402 0.00879333
internal_weight=0 554 2567 457 361 324 405 385 313 293 283 260 193 2110 788 72 167 141 60 765 743 714 667 52 126 172 81 1322 1299 985
internal_count=3121 554 2567 457 361 324 405 385 313 293 283 260 193 2110 788 72 167 141 60 765 743 714 667 52 126 172 81 1322 1299 985
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=31
num_cat=0
split_feature=1 3 12 483 4 3 131 157 12 13 51 43 2 12 44 1 4 0 41 0 1 4 4 3 0 43 0 49 1 160
split_gain=0.64022 0.103073 0.0845796 0.0836552 0.0828054 0.0709179 0.071379 0.0683202 0.0785033 0.0666996 0.0532591 0.0535858 0.0542879 0.0527526 0.0525004 0.0551959 0.0476643 0.0554765 0.0653842 0.0420364 0.0413515 0.0582051 0.0397904 0.0390702 0.0770295 0.0574931 0.112446 0.0513965 0.0339526 0.032278
threshold=0.10920500000000001 0.31534000000000006 0.078300000000000008 -0.070084999999999981 -0.010655 0.12178000000000001 0.085335000000000008 -0.027269999999999996 0.085055000000000006 -0.47860499999999995 -0.42247999999999991 -0.010344999999999998 0.11362000000000001 0.11734000000000001 1.0000000180025095e-35 0.08864000000000001 0.40124500000000002 -0.14920999999999998 0.079395000000000007 -0.089019999999999974 0.13534000000000004 0.071150000000000005 0.53859500000000016 -0.0063699999999999989 -0.14920999999999998 -0.085594999999999991 -0.068189999999999987 -0.063424999999999981 0.11751000000000002 -0.24162499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 7 6 14 -2 -9 22 -6 29 19 16 15 -5 17 18 -4 -13 21 -14 -3 25 27 -17 -27 -25 -23 -12
right_child=1 9 13 5 10 -7 -8 8 -10 -11 11 12 20 -15 -16 23 -18 -19 -20 -21 -22 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.012160101827854913 0.0038799685845151547 0.00096352763204394197 0.014560560473078764 0.0076863795973196314 0.0080196588852063377 0.00027917012223042546 0.0010836647784647844 0.0064107368339982934 0.013648725479193356 -0.0027676111115424924 0.0057670861216528079 0.010119770644143081 -0.00020722653827674335 0.005502709987964388 0.011233446992991959 0.0070031719318398369 0.0031598947313614192 0.0079818188747931996 0.0072755370585417204 0.0047064323516678996 -0.00053335195380813355 0.003618307389842812 0.0064740921452175835 0.0079049711069092161 0.009042688978453433 0.0056323054522551879 -0.0041243678180589568 0.0016129772445482732 0.0083010124287102374 0.0015647440939045227
leaf_weight=24 45 38 28 175 27 20 24 43 23 33 21 26 21 87 24 29 20 1953 22 32 22 32 20 20 56 27 21 37 30 141
leaf_count=24 45 38 28 175 27 20 24 43 23 33 21 26 21 87 24 29 20 1953 22 32 22 32 20 20 56 27 21 37 30 141
internal_value=0 0.00389831 0.00764669 0.00641329 0.00450302 0.00609476 0.00637639 0.00688451 0.00893307 0.00082159 0.00375204 0.0033975 0.00467761 0.00791383 0.00670294 0.00640504 0.00801752 0.00806603 0.0113552 0.0071331 0.00332124 0.00434295 0.00286372 0.00522486 0.00640859 0.00348769 0.00136376 0.00382069 0.00588413 0.00210949
internal_weight=0 554 2567 457 463 433 413 111 66 91 352 325 163 2110 389 365 2023 2003 50 58 105 83 58 190 113 77 48 57 62 162
internal_count=3121 554 2567 457 463 433 413 111 66 91 352 325 163 2110 389 365 2023 2003 50 58 105 83 58 190 113 77 48 57 62 162
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 2 1 14 2 150 159 2 42 0 49 12 1 43 43 1 475 9 4 1 2 1 39 11 50
split_gain=21.9519 2.56223 2.2949 2.07247 1.46093 0.865675 0.755547 0.676502 0.617433 0.601488 0.61293 0.384735 0.303232 0.292806 0.265152 0.498514 0.26981 0.268531 0.249206 0.246584 0.242914 0.222231 0.216857 0.197912 0.189294 0.175943 0.157303 0.131906 0.129159 0.119957
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.10045500000000002 0.13075500000000004 0.14285500000000004 0.09253500000000002 0.076975000000000002 0.14122000000000004 1.0000000180025095e-35 0.078675000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11173999999999999 0.082865000000000008 0.088305000000000008 0.083135000000000014 -0.065269999999999981 -0.016814999999999997 0.16175000000000003 -0.076304999999999984 0.085555000000000006 -0.52556499999999995 0.12082500000000002 0.11177500000000001 0.10538500000000002 0.088025000000000006 0.075910000000000019 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 8 27 11 -4 12 10 21 13 22 -5 15 17 23 -14 -15 -12 -7 -6 -1 -16 -2 -20 -23 -3 -10 -8
right_child=1 5 7 6 9 20 29 -9 28 -11 19 -13 14 18 16 -17 -18 -19 25 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047055823157778846 0.00073041892359085759 0.00034741099247242405 0.00070323876954933074 0.00066856233512654027 0.00081784652709810139 0.000127877204824807 1.0825061570386143e-05 0.00037116014673975792 0.00083746171769990131 0.00043794896715511718 0.00062282042504817835 0.00024172845527481305 0.00076084986643733666 0.00026154988889278308 0.0010069028244299046 0.00091278029459656456 0.00076436113679585868 0.00055444347405379324 0.00061785146174833292 0.0003251280762629944 -8.3710002621599264e-05 0.00070074065169430447 0.0007308304397013796 0.00080948070377815805 0.00055146869404802559 0.00040262699834819811 0.00052151172348043041 0.00020843159383536196 0.0010139262216617979 0.00021579726325238451
leaf_weight=20 73 97 34 21 62 126 23 77 23 41 20 43 39 29 20 32 833 64 23 23 25 321 32 818 33 40 20 36 52 21
leaf_count=20 73 97 34 21 62 126 23 77 23 41 20 43 39 29 20 32 833 64 23 23 25 321 32 818 33 40 20 36 52 21
internal_value=0 0.000328571 0.000748562 0.000453054 0.000761207 0.000194444 0.000335577 0.000472878 0.000785389 0.000665225 0.000686118 0.000399582 0.000778348 0.00045965 0.000782598 0.000699011 0.000789351 0.000632597 0.000411963 0.00046359 9.28462e-05 0.000709862 0.000630726 0.000814192 0.000674708 0.000481201 0.000690229 0.000309793 0.00095981 0.000108653
internal_weight=0 590 2531 306 2420 284 200 111 1933 487 446 156 1858 113 1806 135 1671 103 92 43 151 403 52 838 106 63 341 133 75 44
internal_count=3121 590 2531 306 2420 284 200 111 1933 487 446 156 1858 113 1806 135 1671 103 92 43 151 403 52 838 106 63 341 133 75 44
is_linear=0
shrinkage=0.00196078


Tree=6407
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 2 2 2 1 2 4 150 4 2 47 2 15 10 3 3 160 3 4 3 0 131
split_gain=19.8647 3.14853 2.02184 1.6468 1.20708 0.966797 0.600472 0.584199 0.573006 0.550381 0.449734 0.432112 0.355086 0.641773 0.32788 0.311479 0.232707 0.215729 0.197771 0.180093 0.177541 0.257854 0.161589 0.153638 0.155474 0.146528 0.127513 0.114891 0.190475 0.109801
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.14753000000000002 0.089625000000000024 0.090425000000000019 0.27834500000000006 1.0000000180025095e-35 -0.55119499999999988 -1.0000000180025095e-35 0.090100000000000013 0.088850000000000012 -0.41942499999999994 -0.38124499999999995 -0.13927999999999999 -0.010424999999999999 -0.067824999999999983 1.0000000180025095e-35 -0.0070899999999999991 0.090900000000000009 -0.075934999999999989 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 8 11 -5 12 15 26 14 16 17 -4 22 -1 -14 25 27 -13 -22 -7 -16 -25 -3 -6 28 -18 -2
right_child=1 2 6 7 10 9 -8 -9 -10 -11 -12 20 13 -15 23 -17 19 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010877001241030367 0.00091185574487790398 0.00036690989907990461 0.0004765463970126767 0.0007900052653081719 0.00090610488456170429 0.00090493118363343635 0.00052959890271155497 0.00047673463987283943 0.0010437603011512044 0.00056092188186277218 0.00047754511675413919 0.00026703510010359907 0.00067136386560709199 0.00049517966921219737 0.00036578869036457174 0.00060574495264030753 0.00090412283760911395 0.00085220919622347165 0.00058629224305132438 0.00085037218454643701 0.00023041712478095408 -3.9212155502800845e-05 0.00079618254569229603 0.00036233849412597275 0.00015891174810199658 0.00047586829580095871 0.00072694201001516573 0.00076989575885046894 0.00071943918452224633 0.00074884814204148999
leaf_weight=21 47 98 40 37 21 62 37 60 76 41 26 32 28 23 41 30 892 269 32 516 25 30 344 20 52 92 56 27 22 24
leaf_count=21 47 98 40 37 21 62 37 60 76 41 26 32 28 23 41 30 892 269 32 516 25 30 344 20 52 92 56 27 22 24
internal_value=0 0.000466233 0.000420175 0.000846602 0.000525082 0.000856932 0.000297089 0.00059623 0.000876992 0.000778119 0.000700516 0.000261244 0.000869943 0.000810724 0.000323983 0.000798543 0.000882765 0.00083516 0.000443687 0.000879811 0.00015091 8.33466e-05 0.000812789 0.000269978 0.000215419 0.000419669 0.000775805 0.000895954 0.000899677 0.000856755
internal_weight=0 673 602 2448 325 2351 277 97 1874 477 103 240 1798 320 153 436 1478 297 222 1457 87 55 406 113 72 190 77 941 914 71
internal_count=3121 673 602 2448 325 2351 277 97 1874 477 103 240 1798 320 153 436 1478 297 222 1457 87 55 406 113 72 190 77 941 914 71
is_linear=0
shrinkage=0.00196078


Tree=6408
num_leaves=31
num_cat=0
split_feature=1 3 12 15 52 4 15 1 2 2 157 4 376 2 13 4 48 42 4 3 151 14 0 0 3 12 131 1 12 1
split_gain=0.723614 0.105721 0.0944372 0.0863223 0.0844111 0.0672585 0.102092 0.0821653 0.0785141 0.0766226 0.0608888 0.0837647 0.0869916 0.0806468 0.0577377 0.0538724 0.0535616 0.0532328 0.0548971 0.0512555 0.0635737 0.0474789 0.0470906 0.0437756 0.0624256 0.0580664 0.0579513 0.091138 0.121559 0.0626185
threshold=0.10920500000000001 0.31534000000000006 0.078300000000000008 0.035560000000000008 -0.53964499999999982 -0.17966999999999997 -0.03241999999999999 0.085345000000000018 0.10672500000000001 0.079055000000000014 -0.081749999999999975 0.41257000000000005 0.084145000000000011 0.11362000000000001 -0.47860499999999995 0.053180000000000012 0.11926500000000002 0.086665000000000006 -0.0047449999999999992 0.086245000000000016 -0.0077149999999999988 -0.47013499999999991 0.056435000000000006 -0.085669999999999982 -0.045649999999999989 0.13597000000000004 0.077555000000000027 0.086105000000000015 0.090020000000000017 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 22 7 -7 9 -8 -6 12 13 -12 -3 23 -15 18 -9 -20 -21 -13 -1 26 25 -25 27 -4 -29 -28
right_child=1 14 15 -5 10 6 8 17 -10 -11 11 21 -14 16 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.010923492554170283 0.010847101005769912 0.0028241106333082608 0.0091852416653401808 0.010557419729033988 -0.0010331384371966123 0.0092534517742933527 0.00027393167547415945 0.0035992340013549177 -0.0024419146792396258 0.0078000908034042485 0.0082628858006195387 0.0075051844519163887 0.00052287174406013008 0.0025274781636514909 -0.0024152650617796818 0.0069035678224499564 0.0076613054821087464 0.001766972193162832 0.010920178855303676 0.0089650198322488005 0.0023761952640833678 0.0024567694835026157 0.0055991271000283846 0.008322986934023436 0.0025975250106421302 0.0030181670539258494 0.015269582709297539 -0.0013275387813337148 0.0088063815544391494 0.009571436458888154
leaf_weight=46 21 58 510 52 20 80 24 51 23 31 119 21 27 59 33 242 31 33 32 32 27 165 26 1184 20 21 30 20 29 54
leaf_count=46 21 58 510 52 20 80 24 51 23 31 119 21 27 59 33 242 31 33 32 32 27 165 26 1184 20 21 30 20 29 54
internal_value=0 0.00404011 0.00802515 0.00672185 0.00465254 0.00622939 0.00563016 0.00659855 0.00246427 0.00451595 0.00435823 0.00461374 0.0058645 0.00655457 0.000924117 0.00830742 0.0042958 0.00538488 0.00622567 0.00769762 0.0059498 0.00302675 0.00900081 0.00848929 0.00813857 0.00823054 0.00915747 0.00878946 0.00467009 0.0116065
internal_weight=0 554 2567 457 463 405 333 255 78 55 442 422 236 209 91 2110 90 175 142 91 59 186 72 1868 1225 1205 643 559 49 84
internal_count=3121 554 2567 457 463 405 333 255 78 55 442 422 236 209 91 2110 90 175 142 91 59 186 72 1868 1225 1205 643 559 49 84
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 1 14 4 2 2 4 0 49 1 3 12 3 2 1 0 11 3 4 3 47 40 0 16 4
split_gain=37.0833 5.84829 3.53514 3.04579 1.93707 1.70475 1.19163 0.991513 0.941137 0.927708 0.793532 0.78486 0.66231 1.04975 0.692139 0.601498 0.55309 0.491713 0.421149 0.404521 0.377852 0.364937 0.318007 0.272651 0.276543 0.2656 0.251426 0.241699 0.357245 0.236876
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.098630000000000009 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.17025000000000004 0.13501500000000002 0.40945500000000007 -0.10607499999999999 0.082865000000000008 0.085345000000000018 0.11658 0.087765000000000024 0.30112000000000005 0.094835000000000017 0.15799000000000005 -0.14454499999999995 0.081790000000000015 -0.10831999999999999 -0.51843499999999987 -0.13927999999999999 0.090100000000000013 -1.0000000180025095e-35 -0.065229999999999996 0.083160000000000026 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 25 7 18 12 -6 11 15 17 13 14 20 21 23 26 -5 -11 -1 22 -7 -14 -25 -3 -4 -18 -29 -2
right_child=1 2 9 6 8 10 -8 -9 -10 19 -12 -13 16 -15 -16 -17 27 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0013433427962602355 0.0012397563118560643 0.00058721281350155739 0.00054903695862712184 0.0012663013965281008 0.0010653957667987144 0.00092059779620053725 0.00068700889361202175 0.0014218742641268693 0.00065117951701669128 0.00031965213412207577 0.00080423996207393733 0.0003754627614476305 0.0014658139839448404 0.0013697300967331521 0.00081442510526554251 0.00081914716011502833 0.0011815309782511846 0.00036065757485046824 0.00094207715679671855 -2.846900407610988e-05 0.00099540618576985946 0.001282747124275091 0.0011153583010022562 0.0010174501482066876 0.0012457045050307551 0.00077771240678204713 0.00079671670591422155 0.00086816929865117163 0.0011941783735398151 0.0010027741051577275
leaf_weight=20 50 191 26 24 71 36 66 78 30 33 39 132 21 33 54 28 827 22 43 21 30 45 308 21 723 33 40 24 28 24
leaf_count=20 50 191 26 24 71 36 66 78 30 33 39 132 21 33 54 28 827 22 43 21 30 45 308 21 723 33 40 24 28 24
internal_value=0 0.00064286 0.000578615 0.00116256 0.000716925 0.00117914 0.000874009 0.00120549 0.000942361 0.000414562 0.0010717 0.000471087 0.00119601 0.00106503 0.000968346 0.00109672 0.00120693 0.000614524 0.00105822 0.000184272 0.00113458 0.0011167 0.00109498 0.00124548 0.00123926 0.000615277 0.000699146 0.00117338 0.00104371 0.0011629
internal_weight=0 673 599 2448 325 2315 133 1859 101 274 456 220 1781 137 104 417 1644 88 67 54 50 389 344 765 744 224 66 879 52 74
internal_count=3121 673 599 2448 325 2315 133 1859 101 274 456 220 1781 137 104 417 1644 88 67 54 50 389 344 765 744 224 66 879 52 74
is_linear=0
shrinkage=0.00196078


Tree=6410
num_leaves=31
num_cat=0
split_feature=1 12 44 2 4 2 16 47 4 43 3 2 4 4 11 484 15 47 16 48 402 10 3 39 12 51 376 52 2 42
split_gain=0.73415 0.189566 0.0978268 0.0953098 0.0889249 0.140353 0.0882878 0.0704958 0.0696954 0.0623414 0.0595234 0.10414 0.0879082 0.0897247 0.0636811 0.0748594 0.0710451 0.0570388 0.079085 0.145239 0.0558411 0.0674608 0.0643378 0.0629686 0.054288 0.0595334 0.050355 0.0479332 0.0465844 0.0441217
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 -0.064054999999999987 1.0000000180025095e-35 -0.0013749999999999997 0.085505000000000012 0.053180000000000012 -0.083269999999999997 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 0.080455000000000013 -0.011854999999999999 0.040760000000000005 0.077555000000000013 -0.36241499999999999 0.083985000000000018 0.09388500000000001 -0.079859999999999987 -0.13309499999999996 0.093225000000000016 0.090020000000000017 -0.047599999999999996 0.080200000000000007 -0.24456499999999998 -0.0091949999999999983 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 17 20 10 -5 11 -3 13 -12 15 -13 24 18 -6 -20 21 23 -23 -2 -16 -26 -9 -7 -21 -24
right_child=7 8 -4 9 6 27 -8 26 -10 -11 12 14 -14 -15 16 -17 -18 -19 19 28 -22 22 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001328286563511938 -0.0047740324134273194 0.016351065330207349 0.011892346638099601 -0.00070096572550634555 0.0077338411733508111 0.0064951397922413893 0.010223180953854402 0.006443588117014289 0.0069041801158007121 0.0048181431861292817 0.0083031235162967024 0.01029523247270845 0.0085513656648521525 6.0888703912496566e-05 0.0051227342661480761 0.0016431020200252536 0.016020770899485798 0.0092722475563210473 -0.0024582240757133281 0.001125578209757805 -0.0026443719389914935 0.0087444712585281765 0.0035043572610256413 0.0029700025827402161 0.0087352963465424944 0.015390148181468249 0.00097525165183469657 0.011555908794980497 0.0062781798986818738 -0.0011952290493671015
leaf_weight=20 21 25 30 24 50 24 38 85 278 139 28 20 1688 25 22 20 20 27 35 23 21 21 152 21 41 20 21 85 74 23
leaf_count=20 21 25 30 24 50 24 38 85 278 139 28 20 1688 25 22 20 20 27 35 23 21 21 152 21 41 20 21 85 74 23
internal_value=0 0.00796046 0.0063345 0.00602516 0.00690069 0.00902869 0.00578931 0.00318788 0.00838349 0.00400551 0.00859891 0.0103965 0.00842545 0.00441528 0.00935547 0.00596917 0.0106705 0.00498315 0.00434686 0.00306391 0.0022988 0.00273496 0.00351432 -0.000902015 0.00938133 0.0109172 0.00536024 0.0104416 0.00505643 0.0028867
internal_weight=0 2756 569 539 376 129 247 365 2187 163 1909 168 1741 53 143 40 103 209 182 132 259 238 196 42 83 61 106 109 97 175
internal_count=3121 2756 569 539 376 129 247 365 2187 163 1909 168 1741 53 143 40 103 209 182 132 259 238 196 42 83 61 106 109 97 175
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 4 1 2 14 4 4 1 15 2 1 0 0 15 12 1 12 47 160 3 0 0 0
split_gain=35.8096 5.91117 3.52197 3.04405 2.28458 1.80973 1.16132 1.11961 1.03733 0.910102 0.701904 0.697807 0.572736 0.527825 0.985199 0.642941 0.457047 0.336655 0.515547 0.297894 0.725692 0.278754 0.270066 0.266402 0.25763 0.248724 0.246036 0.23773 0.205149 0.199661
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13501500000000002 0.13082500000000002 0.40473500000000007 0.077845000000000011 0.14285500000000004 0.062655000000000016 0.27834500000000006 -0.013514999999999998 0.086920000000000011 -0.15914499999999995 -0.090999999999999984 0.075045000000000014 -0.038659999999999993 -0.11173999999999999 -0.10653 0.090285000000000018 0.16175000000000003 0.08815000000000002 0.090100000000000013 -0.067824999999999983 0.0022600000000000003 -0.14832499999999996 -0.064339999999999994 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 11 13 10 -6 -5 12 16 -4 17 21 -16 -1 18 -7 20 -18 -15 -12 -21 26 -14 -3 -22 -25 -8
right_child=1 2 7 9 8 6 29 -9 -10 -11 22 -13 25 14 15 -17 19 -19 -20 23 27 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00090398976708797214 0.0011507909269198957 0.00049787443148767289 0.00064340434739503839 0.001096411715118157 0.0010748830367495953 0.0011456226917307014 0.00092090341725690474 0.00073263617855471989 0.00064967409661952774 0.00067727367443163038 0.00027904270382227196 0.0013968710127244789 0.00054347954391925028 0.0011567364527644607 0.0010088236918142474 0.00052916922481189383 0.0013389082328111185 0.0012367416258109707 0.00093066670238307143 0.0012199032694113507 0.0010471863129919291 0.0010354731472352065 2.8532725855808995e-05 0.0011716376499760965 0.00075221225920626348 0.00031178723823082195 0.00063962984958182 0.00078842111625799941 0.00098262918066592281 0.00066709890877364453
leaf_weight=22 74 104 39 28 71 270 22 34 32 69 78 62 23 115 21 22 28 111 51 768 39 199 21 551 32 79 86 21 23 26
leaf_count=22 74 104 39 28 71 270 22 34 32 69 78 62 23 115 21 22 28 111 51 768 39 199 21 551 32 79 86 21 23 26
internal_value=0 0.000627966 0.000563376 0.00113866 0.000701428 0.00115271 0.00107954 0.000399628 0.000942779 0.000798262 0.000352452 0.00119316 0.000441305 0.00109756 0.00104177 0.000763419 0.00118446 0.00114366 0.00111147 0.00118877 0.00107826 0.00107988 0.000225904 0.00119602 0.00058945 0.000364032 0.000562037 0.000956618 0.00116406 0.000783426
internal_weight=0 673 599 2448 325 2351 837 274 103 97 240 1514 141 789 357 43 1452 432 321 1430 88 314 99 1342 222 102 190 60 574 48
internal_count=3121 673 599 2448 325 2351 837 274 103 97 240 1514 141 789 357 43 1452 432 321 1430 88 314 99 1342 222 102 190 60 574 48
is_linear=0
shrinkage=0.00196078


Tree=6412
num_leaves=31
num_cat=0
split_feature=1 4 2 0 3 157 2 3 4 52 2 150 13 3 1 401 0 52 43 9 4 401 483 1429 475 2 2 159 1447 43
split_gain=0.74324 0.107951 0.0980192 0.0876325 0.0753197 0.0907707 0.0708936 0.0599302 0.0624438 0.107904 0.0580643 0.052855 0.0504314 0.0558725 0.0508123 0.0478513 0.0511189 0.0430015 0.0554294 0.0423658 0.0474982 0.0660346 0.0581918 0.0550932 0.0766699 0.0819496 0.0916824 0.0537699 0.0772896 0.0539534
threshold=0.10920500000000001 0.27287000000000006 0.10045500000000002 -0.13027499999999997 -0.07793499999999999 -0.077384999999999995 -0.14451499999999998 0.149315 -0.010655 -0.075329999999999994 0.25063000000000007 0.094605000000000009 0.10820000000000002 -0.12018999999999998 0.12000500000000001 1.0000000180025095e-35 0.14486500000000005 0.10611000000000001 -0.03898999999999999 -1.0000000180025095e-35 -0.082769999999999982 1.0000000180025095e-35 0.085835000000000009 0.087865000000000013 -0.085719999999999977 0.087545000000000026 0.086950000000000013 -0.085489999999999997 -0.085024999999999989 -0.52440999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 -2 -6 -1 8 9 -7 12 -9 13 -3 -15 16 -5 18 -10 -8 22 23 27 24 25 26 -22 -21 -29 -30
right_child=1 10 3 15 5 7 19 11 17 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0038308909250190483 0.0084154509061002448 0.0074128488270456304 0.0043526266479531452 0.0082201578038280168 -0.0018212046753615142 0.0049151740527595394 0.0047816722394882485 0.00514142699417119 0.0039220748555013228 0.014517739220437679 -0.0019698664138559255 -0.00070990244499765916 -0.00082164319963859672 0.005781050334323426 0.0020394856370694473 0.0041965362732298674 0.0040613651915919037 0.00093136480067013995 0.010323763367099066 0.013670782182508938 0.011583629444756202 0.010182434198179702 0.014748515998944639 0.0044366694847121834 0.0079827193565509807 0.014882457800045171 0.0032189317839220171 0.0032125279476696795 0.01411282326179472 0.0090325776791944784
leaf_weight=32 68 34 102 387 20 25 29 38 38 22 24 26 28 49 140 38 32 21 21 26 38 171 20 40 1134 34 20 22 22 420
leaf_count=32 68 34 102 387 20 25 29 38 38 22 24 26 28 49 140 38 32 21 21 26 38 171 20 40 1134 34 20 22 22 420
internal_value=0 0.00413531 0.00817403 0.00700286 0.00552118 0.00458843 0.00850007 0.0052596 0.00651706 0.00940999 0.00272929 0.00276432 0.00317861 0.00368088 0.00300952 0.00759438 0.00790254 0.00481746 0.00620064 0.00857568 0.00863219 0.00833794 0.00946128 0.00808881 0.00820796 0.0109843 0.00869925 0.00924547 0.0089975 0.00928544
internal_weight=0 554 2567 559 279 211 2008 191 127 47 275 64 251 223 189 457 419 80 59 1976 1947 1437 510 1266 1226 92 58 490 464 442
internal_count=3121 554 2567 559 279 211 2008 191 127 47 275 64 251 223 189 457 419 80 59 1976 1947 1437 510 1266 1226 92 58 490 464 442
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=31
num_cat=0
split_feature=1 52 4 1 44 454 2 2 10 131 133 51 0 3 4 160 12 11 43 3 52 3 52 159 4 4 43 132 132 1212
split_gain=0.602467 0.143438 0.08413 0.0835295 0.113961 0.0795051 0.0793597 0.0641099 0.0618204 0.0575773 0.0554714 0.075306 0.050912 0.0501539 0.0718567 0.066334 0.0513401 0.0597391 0.0812527 0.0575732 0.0498023 0.0900264 0.0832856 0.0848005 0.0596088 0.0547447 0.0533939 0.058592 0.0527833 0.0509429
threshold=0.10293500000000001 -0.40967499999999996 0.40124500000000002 0.14262000000000002 0.087770000000000015 -0.037229999999999992 0.13622000000000004 0.14122000000000004 -0.074314999999999978 0.093840000000000021 0.089200000000000015 0.10614000000000001 -0.062764999999999974 0.092670000000000016 -0.059649999999999988 0.05259500000000001 0.11734000000000001 1.0000000180025095e-35 -0.20207499999999998 -0.059315 -0.068719999999999989 -0.097604999999999983 -0.14488499999999996 0.090485000000000024 0.0067750000000000006 0.056795000000000005 0.016310000000000002 0.13958500000000004 0.098600000000000007 0.058525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -3 10 13 -5 -10 11 -7 -12 16 -15 -16 17 20 -19 -18 21 22 -1 -24 -23 -26 27 28 -22 -28
right_child=1 3 -4 8 -6 6 -8 -9 9 -11 12 -13 -14 14 15 -17 19 18 -20 -21 26 24 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.0073493355608661663 0.0078811218421305385 -0.0022915530414320531 0.001327896982283247 -0.0035876655443148179 0.011239231132309546 0.004765214368298752 0.0015260654886778285 0.003620685566083256 0.0037771148206736669 -0.0023476292984560133 -0.00040965638537373807 0.0099329890593165358 0.0058830543607473378 0.0076781473610730427 -0.0014886415563523771 0.0062768996947190972 0.0012831820425792384 0.0041786873026285329 0.011178896973658469 0.0080752631513557101 0.0081671346687858058 0.0078909548080021829 -0.0038962945075971742 0.0052021341444924473 0.0014426781112949056 0.0073035323225400031 0.0058534814499988704 0.0034992839148169602 0.011547630993300119 0.0088423763829153738
leaf_weight=32 93 20 22 22 22 312 94 41 66 20 36 31 20 62 22 22 26 20 97 24 1224 330 21 20 30 34 205 26 48 79
leaf_count=32 93 20 22 22 22 312 94 41 66 20 36 31 20 62 22 22 26 20 97 24 1224 330 21 20 30 34 205 26 48 79
internal_value=0 0.00421035 0.00748323 0.00367943 0.00419152 0.00388928 0.00414003 0.00754054 0.00114267 0.00235276 0.00475585 0.00523227 0.00183774 0.00760975 0.00548478 0.00239413 0.0077114 0.00778453 0.00998228 0.00454338 0.00765904 0.00675164 0.00352602 0.000541963 0.00734928 0.00455626 0.0079269 0.00819864 0.0082947 0.0066849
internal_weight=0 736 2385 643 535 513 493 2363 108 86 399 343 56 2322 106 44 2216 2166 117 50 2049 467 73 41 394 64 1582 1298 1272 284
internal_count=3121 736 2385 643 535 513 493 2363 108 86 399 343 56 2322 106 44 2216 2166 117 50 2049 467 73 41 394 64 1582 1298 1272 284
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=31
num_cat=0
split_feature=1 12 44 1375 14 43 3 15 12 3 3 12 43 4 34 2 4 4 0 51 0 43 11 11 11 1420 16 16 12 1429
split_gain=0.495833 0.136008 0.0911104 0.0814679 0.0694162 0.0809966 0.0630898 0.0944943 0.0521126 0.0507974 0.0496836 0.0757614 0.047609 0.0731833 0.0453133 0.0723407 0.045327 0.0457557 0.0450231 0.0437371 0.0425388 0.0411158 0.0405007 0.044479 0.0851081 0.0402118 0.041764 0.0500606 0.101717 0.0481788
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 0.10893000000000001 -1.0000000180025095e-35 0.099815000000000015 -0.095524999999999985 0.31370500000000007 -0.42850999999999995 -0.11720999999999999 1.0000000180025095e-35 -0.038779999999999995 0.11870500000000002 -0.04890499999999999 0.063160000000000008 -0.062294999999999996 -1.0000000180025095e-35 -0.0058249999999999994 -0.085594999999999991 0.08976000000000002 0.086080000000000018 0.083010000000000014 -0.084814999999999988 0.19444000000000003 0.40020000000000006 0.092355000000000007 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 7 9 22 -7 14 -12 18 19 -2 -16 -17 -18 -5 -14 -9 -21 23 24 25 -3 29 28 -28 -27
right_child=10 8 -4 4 -6 6 -8 20 -10 -11 11 -13 13 -15 15 16 17 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00099998007568976167 -1.1394720373524202e-05 0.010516768504749053 0.010485391893113654 0.0084160808742476199 0.0097510987753048547 0.00033902439754456286 0.0033987671071288826 0.011459515700560242 0.0057720228504548002 0.0057497873042980279 0.0042609201213481889 -0.0017233591165027715 -0.00078912368044257173 -0.0025943821462403455 0.0059662055677048619 0.0066798900176460556 -0.0024815054812775505 0.0025382178019124416 0.0022694060917605053 0.0083311051689088349 0.0070344309405320216 0.0028818166108168144 0.010784025824275512 0.0032618558364770102 0.01326372093436393 0.0072160090925374662 0.0066784736688415974 0.0069215385472331109 -0.0011417482594220803 0.0044545669334404396
leaf_weight=23 37 32 30 26 30 20 87 42 368 131 34 56 20 28 91 21 22 104 22 20 45 45 29 31 22 1479 39 92 29 66
leaf_count=23 37 32 30 26 30 20 87 42 368 131 34 56 20 28 91 21 22 104 22 20 45 45 29 31 22 1479 39 92 29 66
internal_value=0 0.00649897 0.00512173 0.00482319 0.00508275 0.00479458 0.00570321 0.0065456 0.0068573 0.00503313 0.00257678 0.000537369 0.0029604 0.00183963 0.00324423 0.00375035 0.00237863 0.00166176 0.00559885 0.00330025 0.00917068 0.00455852 0.00707686 0.0070168 0.00708297 0.00700469 0.00693877 0.00540082 0.00334338 0.00709804
internal_weight=0 2756 569 539 516 486 325 238 2187 151 365 90 161 113 275 238 147 126 48 85 87 65 1819 1790 1759 1737 1705 160 68 1545
internal_count=3121 2756 569 539 516 486 325 238 2187 151 365 90 161 113 275 238 147 126 48 85 87 65 1819 1790 1759 1737 1705 160 68 1545
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 47 2 1 2 34 4 52 1 2 15 15 10 1 47 14 31 12 4 49 16 16
split_gain=15.8219 2.89671 1.62056 1.30407 1.04467 0.796969 0.632609 0.538947 0.501105 0.495458 0.439698 0.432859 0.325518 0.296618 0.259953 0.22156 0.24034 0.289625 0.212761 0.212325 0.182623 0.14616 0.144508 0.18903 0.142783 0.138164 0.136812 0.125802 0.123126 0.120571
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.11474000000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.14753000000000002 -1.0000000180025095e-35 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.41942499999999994 -0.43375999999999998 -0.38124499999999995 0.091195000000000012 0.090100000000000013 -0.23083499999999998 -0.077289999999999984 0.095780000000000018 0.23246000000000003 -0.053364999999999996 0.11346000000000002 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 8 26 10 12 21 -5 13 24 -15 -12 25 -18 -14 -16 -20 -1 23 -3 -4 -17 -6 -13 -7 -25
right_child=1 2 9 11 7 28 -8 -9 -10 -11 15 27 18 14 19 16 17 -19 20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00081965671854356329 0.00080140913357060509 0.000529354206876817 0.00028553365542156601 0.00072860957693733977 0.00078741647460652236 0.00044428802419841555 0.00046003936937679795 0.00039107020323475203 0.00094275602603019894 0.00049565974662448594 0.00089064934755969801 0.00053186406442657058 0.00028325682243460096 0.00050710288429244325 0.00041920575164897621 0.00077810514150001447 0.00044820120378850616 0.00072829416149533261 0.00020594229509907902 0.00020826944443908961 -2.0969859004824183e-05 0.00076393736769853071 0.0005337970288148326 0.00043823292529060026 6.4581037536326976e-05 0.00072366758071925219 0.00062054257620783413 0.00035258988804503811 0.00064359736116686029 0.0003280099548302055
leaf_weight=1117 76 33 22 34 51 26 22 24 84 37 43 34 32 33 32 441 22 40 25 43 30 216 33 59 23 302 30 27 22 108
leaf_count=1117 76 33 22 34 51 26 22 24 84 37 43 34 32 33 32 441 22 40 25 43 30 216 33 59 23 302 30 27 22 108
internal_value=0 0.00044027 0.000395642 0.000776522 0.00048676 0.000785684 0.000790932 0.000649145 0.000794146 0.000284458 0.000788422 0.000551327 0.000251897 0.000306351 0.000362079 0.000753517 0.000746192 0.000628906 0.000156134 0.000298269 8.2172e-05 0.000810628 0.000413583 0.000393748 0.000172602 0.000755978 0.000725611 0.000452513 0.000535638 0.000366951
internal_weight=0 691 615 2430 338 2335 2287 105 2265 277 2181 95 240 153 108 848 805 62 87 75 55 1333 233 200 45 743 81 61 48 167
internal_count=3121 691 615 2430 338 2335 2287 105 2265 277 2181 95 240 153 108 848 805 62 87 75 55 1333 233 200 45 743 81 61 48 167
is_linear=0
shrinkage=0.00196078


Tree=6416
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 11 4 2 2 1 3 13 50 130 13 12 47 1 15 12 1446 14 49 1 151 47
split_gain=16.9903 2.03162 1.72346 1.59256 1.12902 0.929834 0.697436 0.475425 0.415907 0.411436 0.410418 0.387299 0.434283 0.371619 0.270344 0.518141 0.262736 0.254194 0.245404 0.240547 0.22396 0.195356 0.175401 0.169582 0.168062 0.161607 0.151947 0.225968 0.221451 0.145596
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.092550000000000007 -0.15464999999999998 0.11389000000000002 1.0000000180025095e-35 0.033845000000000007 -1.0000000180025095e-35 0.10803500000000001 0.086105000000000015 -0.10217499999999997 -0.0082249999999999979 0.041865000000000006 -0.070634999999999989 -1.0000000180025095e-35 0.13597000000000004 0.091680000000000011 0.12765500000000005 -0.081924999999999984 -0.081419999999999979 0.099545000000000008 -1.0000000180025095e-35 -0.063424999999999981 0.10089500000000001 -0.082829999999999973 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 8 21 9 -6 -1 14 19 -2 -13 -11 15 -4 22 -14 23 24 26 29 -3 -19 -8 -20 27 -9 -28 -5
right_child=1 16 6 5 7 -7 10 20 -10 13 -12 12 17 -15 -16 -17 -18 18 25 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00080646103061253254 0.0003062703560714967 0.00021524596337029101 0.00046685960989038486 0.00087504138695258717 0.00078193479726294509 0.00041236962364412137 0.00081546028347245162 0.00068187586719693695 0.00052321981671872196 0.0010616030149143555 0.00068311228326068372 0.00066858542827414528 0.0002121803128872724 0.00079076854506877957 0.00084940940291512116 0.00086084867402052363 0.00037831749523582021 0.00047698253957925691 0.00067790281218863555 0.00062605088842406799 0.00067743713096264863 0.00057196832864600067 2.2966039593002813e-05 0.00030320874975501173 0.00063250279163613041 0.00047167188509251751 0.00056356256239294752 0.00043212916325569874 0.00033255512265431379 0.00071896336913195404
leaf_weight=212 93 76 21 40 35 44 554 30 22 64 142 32 20 28 1218 33 30 38 21 29 31 20 24 50 20 48 27 26 39 54
leaf_count=212 93 76 21 40 35 44 554 30 22 64 142 32 20 28 1218 33 30 38 21 29 31 20 24 50 20 48 27 26 39 54
internal_value=0 0.000433817 0.000803309 0.000494984 0.000688925 0.000654489 0.000826197 0.000575775 0.000779832 0.000852549 0.00077795 0.000411535 0.000458375 0.000979175 0.00084339 0.000707631 0.00021738 0.000420371 0.000446892 0.000800283 0.000528615 0.000747939 0.000169099 0.000378247 0.000809085 0.000534438 0.000490799 0.000565922 0.000427058 0.00078538
internal_weight=0 590 2531 460 422 158 2109 188 234 1364 745 302 209 92 1272 54 130 177 157 603 153 114 100 88 574 69 122 56 66 94
internal_count=3121 590 2531 460 422 158 2109 188 234 1364 745 302 209 92 1272 54 130 177 157 603 153 114 100 88 574 69 122 56 66 94
is_linear=0
shrinkage=0.00196078


Tree=6417
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 2 4 11 4 1 47 12 47 0 14 16 43 2 49 151 16 3 4 0 0
split_gain=22.2738 2.69979 2.28834 1.6193 1.48472 0.890363 0.867273 0.7629 0.735044 0.582478 0.567704 0.522546 0.492523 0.416535 0.357833 0.326849 0.318056 0.308838 0.276437 0.26965 0.296173 0.234878 0.488161 0.227055 0.260776 0.219213 0.21914 0.215557 0.210771 0.203704
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.092550000000000007 0.12958500000000003 0.40124500000000002 -0.16363499999999997 0.11389000000000002 0.14285500000000004 0.022185000000000003 1.0000000180025095e-35 0.27834500000000006 0.086105000000000015 0.091680000000000011 0.13597000000000004 0.077555000000000013 -0.065229999999999996 0.062655000000000016 0.10994000000000002 -0.070064999999999975 0.11177500000000001 -0.066019999999999981 -0.083919999999999981 -0.040964999999999994 0.090900000000000009 0.0049200000000000008 -0.13027499999999997 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 9 12 10 27 -6 17 13 16 18 -3 -14 23 -7 19 28 20 26 29 -23 24 -10 -8 -1 -5 -4 -2
right_child=1 6 5 7 8 11 25 -9 15 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086722789030273121 0.00029661500489297493 0.0005578057183911689 0.00079702631948406209 0.00098614831899408424 0.00093838927594639689 0.00093229168504036983 0.0004725521659035512 0.00053062098021439553 0.00054674917905061854 0.00059279519408848304 0.00020215769515061994 0.00079332178348523517 0.0011996074452398199 0.00032771181403625269 0.00093384417822631465 0.0007883606220558427 0.00071819692599673225 0.0011022905526385021 0.00080543775745774192 0.0011104361975894255 0.0010198756883264943 0.00083254694327738619 0.00050523434317599849 0.00049153299808064941 0.000824064580780087 0.00074043345875015449 0.00066936568197916867 0.00079499714338121703 0.00097891668450961482 0.00050962757294863658
leaf_weight=93 28 43 25 48 31 565 23 29 32 22 97 152 64 102 28 31 28 33 38 20 38 22 86 72 22 24 28 43 1209 45
leaf_count=93 28 43 25 48 31 565 23 29 32 22 97 152 64 102 28 31 28 33 38 20 38 22 86 72 22 24 28 43 1209 45
internal_value=0 0.000500972 0.000924032 0.000630939 0.000792229 0.000950405 0.000365608 0.000807567 0.000662473 0.000896477 0.000318271 0.000895892 0.00098018 0.000395947 0.00111872 0.000607993 0.000922183 0.000927991 0.000970159 0.000895857 0.000868866 0.000513838 0.000571909 0.000563617 0.00065973 0.000609343 0.000821442 0.000895824 0.000975232 0.000427924
internal_weight=0 590 2531 301 422 2109 289 120 188 234 242 745 1364 145 92 157 593 212 1272 179 159 181 108 126 54 47 121 91 1234 73
internal_count=3121 590 2531 301 422 2109 289 120 188 234 242 745 1364 145 92 157 593 212 1272 179 159 181 108 126 54 47 121 91 1234 73
is_linear=0
shrinkage=0.00196078


Tree=6418
num_leaves=31
num_cat=0
split_feature=1 52 1 4 147 12 2 0 4 2 159 42 16 1 0 42 52 13 12 39 16 2 483 124 484 12 159 43 3 3
split_gain=0.660373 0.155003 0.0901738 0.0844911 0.0812491 0.0735677 0.0676358 0.0594524 0.0552041 0.0459899 0.0468854 0.0539071 0.0578393 0.101278 0.0460749 0.0562065 0.0551348 0.0447043 0.102266 0.0668272 0.0545667 0.0449663 0.0442261 0.0512843 0.0437795 0.0430042 0.0422737 0.0411241 0.0450827 0.0577585
threshold=0.10293500000000001 -0.42635499999999998 0.13210500000000003 0.40124500000000002 0.10100500000000003 0.088105000000000003 0.092120000000000021 0.024095000000000002 0.0049200000000000008 0.14122000000000004 0.082585000000000006 0.075730000000000006 0.51791000000000009 0.089770000000000016 -0.10324499999999999 -0.047899999999999991 0.029970000000000007 -1.0000000180025095e-35 -0.081419999999999979 0.15619500000000003 -0.27167499999999994 0.13712500000000002 -0.059844999999999995 -1.0000000180025095e-35 0.08764000000000001 0.098330000000000015 0.10382000000000001 -0.025214999999999998 0.11658 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 27 -1 17 -7 10 11 12 13 14 -8 16 -16 18 20 21 -4 -19 -12 -24 -13 -18 -25 -3 29 -29
right_child=1 2 7 -5 -6 8 9 -9 -10 -11 22 24 -14 -15 15 -17 25 19 -20 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.0083818425877385527 0.0084563655866077177 0.0030431017752933949 0.0025333630446610707 0.0017763760533522476 -0.0010664435357532719 0.01103135119352875 0.010919161685298951 -0.0016179239086341114 0.0060341711826553644 0.0039868890441295398 0.0052121073494411328 0.007611617912536308 0.0096612726061810067 0.0011155249822574357 0.0049092314628740924 0.0035339884052518755 0.011904624801386021 0.010452757960592862 -0.00067696280480510952 0.00024529875256121156 0.0088035401766714851 0.0043099639722361015 0.0056774314097128818 0.013790020736790188 0.011512543594653835 0.0071147371096677101 0.0090714702239403349 0.0041129319243527092 0.0039709427385454686 0.010458348308020504
leaf_weight=1572 88 137 35 22 22 29 21 32 93 41 22 285 41 42 65 64 29 22 69 20 23 26 20 37 32 53 39 26 82 32
leaf_count=1572 88 137 35 22 22 29 21 32 93 41 22 285 41 42 65 64 29 22 69 20 23 26 20 37 32 53 39 26 82 32
internal_value=0 0.00451835 0.00398355 0.00794491 0.00484976 0.00517597 0.00800234 0.00237705 0.00722203 0.00724812 0.0074264 0.00708476 0.00615828 0.00563411 0.00645212 0.00600754 0.00708446 0.00303264 0.00192471 0.00510185 0.00501981 0.00712541 0.00925621 0.010183 0.0080054 0.00880872 0.0113687 0.00427482 0.00548015 0.00761385
internal_weight=0 736 648 2385 421 399 2363 227 122 791 750 632 315 274 232 211 147 195 127 68 58 48 118 96 317 82 76 277 140 58
internal_count=3121 736 648 2385 421 399 2363 227 122 791 750 632 315 274 232 211 147 195 127 68 58 48 118 96 317 82 76 277 140 58
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 2 1 14 457 2 4 4 0 15 0 4 4 475 16 3 158 131 2 1 4 160 47 0
split_gain=21.4628 2.70287 2.40985 1.53402 1.46131 0.784174 0.688672 0.646535 0.615611 0.61292 0.562667 0.395494 0.49345 0.367746 0.398529 0.306412 0.301588 0.280929 0.272207 0.259172 0.256041 0.238203 0.191066 0.18394 0.226845 0.169151 0.168189 0.159797 0.159124 0.18149
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.40124500000000002 0.14122000000000004 0.092845000000000025 0.076975000000000002 0.080930000000000016 0.14285500000000004 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.07929499999999999 -0.020529999999999996 -0.55119499999999988 -0.069854999999999987 -0.040964999999999994 -0.12711499999999995 0.085030000000000008 0.082750000000000004 0.31358000000000003 0.10538500000000002 0.26450500000000005 -0.067824999999999983 0.090100000000000013 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 9 11 -5 10 -4 13 19 12 -3 14 15 -1 -16 -17 -18 -6 -7 -20 26 24 -13 -21 -15 -14 29 -2
right_child=1 5 8 6 7 20 -8 -9 -10 -11 -12 23 27 22 16 17 18 -19 21 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010194178178385598 0.00066592287082962174 0.00056986926013932509 0.00084860949571257749 0.00089512842241172986 0.00099583872623267922 0.00045780701307105082 0.00054814628727779422 0.00060593618250606533 0.0005388476295943535 0.0011355320394428727 0.0006207948711710405 0.00025147657090491101 0.00046326555027836858 0.00086368187037853871 0.00098679967987565492 0.00091866540507384072 0.0011345657317534737 0.00063808188519108664 0.00076060815226464042 0.00087249744159053992 0.00074731720964503435 0.00092950594820999388 0.0010013679822710958 0.00039948878798396414 8.7669400461748544e-06 0.00068672493976705215 0.00066898721726793868 0.00027755491092147389 0.00066423214750179101 0.00047356146679658815
leaf_weight=23 22 43 37 91 66 23 29 41 74 75 34 57 23 116 1163 23 23 34 35 326 24 388 33 20 20 20 20 79 27 132
leaf_count=23 22 43 37 91 66 23 29 41 74 75 34 57 23 116 1163 23 23 34 35 326 24 388 33 20 20 20 20 79 27 132
internal_value=0 0.000509319 0.000924606 0.000639361 0.000937564 0.000373878 0.000811274 0.00084157 0.000642102 0.000961749 0.000863231 0.000328866 0.000393699 0.000954734 0.00096346 0.000828384 0.000970176 0.0007513 0.000926826 0.000883238 0.000605642 0.000915531 0.000867527 0.000231951 0.000188435 0.000861759 0.00083505 0.000319431 0.000525385 0.000501042
internal_weight=0 590 2531 301 2420 289 120 487 111 1933 446 242 145 1858 1689 80 1609 57 446 412 47 423 169 97 77 346 136 102 181 154
internal_count=3121 590 2531 301 2420 289 120 487 111 1933 446 242 145 1858 1689 80 1609 57 446 412 47 423 169 97 77 346 136 102 181 154
is_linear=0
shrinkage=0.00196078


Tree=6420
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 9 0 4 51 14 4 2 52 3 48 16 12 150 16 12 2 3 2 150 131 15 13 43 403 403
split_gain=0.636546 0.147692 0.0880661 0.0754784 0.0682062 0.137579 0.0695332 0.0669979 0.0712571 0.0644384 0.0669852 0.0626614 0.0527909 0.0501295 0.0460071 0.103414 0.0437995 0.0744846 0.0695913 0.0657563 0.0640274 0.0503091 0.0493247 0.0442236 0.0436488 0.0414909 0.0419565 0.0401169 0.0396487 0.0415047
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.10276500000000001 -1.0000000180025095e-35 0.024095000000000002 -0.15764999999999998 -0.086719999999999978 -0.23083499999999998 0.51164000000000009 0.092120000000000021 0.048770000000000008 0.0022600000000000003 0.085130000000000025 -0.4179199999999999 0.080890000000000017 0.083555000000000004 -0.076669999999999988 0.087005000000000013 0.10855000000000002 -0.13309499999999996 0.10136500000000002 0.08826500000000001 0.091440000000000007 -0.11713499999999999 -0.053889999999999993 -0.073404999999999984 -0.53255499999999989 -0.070544999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 11 5 -3 25 -6 -9 10 -10 -1 -4 14 15 -11 17 18 -13 -18 22 -21 -20 28 -2 -7 27 -27 -23 -30
right_child=1 2 12 -5 7 6 -8 8 9 13 -12 16 -14 -15 -16 -17 19 -19 20 21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0082716190853219431 0.0093466408292392968 0.0019540323112876372 -0.00031969038490374719 0.0020217959832569414 0.0088538031453605417 0.01185989892199779 0.0020848684035064207 -0.0019747055983170866 0.0099651771268389876 0.0023830354532591354 0.0026476522082124246 0.0097524302835785316 0.0044946214074597637 0.0047386953468038437 0.0034659788788606728 -0.0062302465923130511 0.011995802138699219 0.00085604898810673227 0.0049224245866450172 0.010856711401260998 0.0013738985699150831 0.0027611072344536133 0.010400184213183821 0.011707488270476461 0.0040737218549475075 0.0072202686072948084 0.0055801685215712878 0.013002198447065894 0.0092675841821668048 0.0067160089399994297
leaf_weight=1572 73 65 69 22 22 26 21 25 29 46 22 49 34 87 69 20 32 26 48 38 31 22 25 20 20 30 58 20 75 425
leaf_count=1572 73 65 69 22 22 26 21 25 29 46 22 49 34 87 69 20 32 26 48 38 31 22 25 20 20 30 58 20 75 425
internal_value=0 0.00448788 0.00394915 0.00785205 0.00446026 0.0058157 0.00743511 0.0035284 0.00313525 0.00360319 0.0068086 0.00790634 0.0012695 0.00286682 0.0016605 -0.00022705 0.00718039 0.00580446 0.00664537 0.00758282 0.00518146 0.00733935 0.00679837 0.00709274 0.00821268 0.00827358 0.0074102 0.00953304 0.00691593 0.00709875
internal_weight=0 736 643 2385 540 220 155 320 298 273 51 2363 103 222 135 66 791 179 153 612 104 580 73 542 93 134 108 50 522 500
internal_count=3121 736 643 2385 540 220 155 320 298 273 51 2363 103 222 135 66 791 179 153 612 104 580 73 542 93 134 108 50 522 500
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 47 1 14 2 4 1 47 3 4 1 160 12 15 10 13 43 43 3 50 15 16
split_gain=17.9855 3.07877 1.80553 1.57499 1.25248 1.01338 0.661521 0.565261 0.527165 0.463611 0.454787 0.355317 0.262423 0.334863 0.207227 0.202927 0.184443 0.179752 0.214286 0.17781 0.176155 0.158705 0.265852 0.142731 0.141307 0.176889 0.134296 0.132751 0.11711 0.108831
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.091195000000000012 0.090100000000000013 1.0000000180025095e-35 -0.013514999999999998 0.086920000000000011 -0.075414999999999982 0.090285000000000018 -0.41942499999999994 -0.38124499999999995 -0.081029999999999977 0.066275000000000014 0.12266000000000001 -0.0025099999999999996 0.10877000000000002 -0.11033999999999998 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 8 -6 11 12 -5 14 13 -4 -1 16 -3 24 20 -15 -19 -14 -23 -18 27 -26 -21 29 -22 -10
right_child=1 2 9 10 7 -7 -8 -9 17 -11 -12 -13 21 19 -16 -17 23 18 -20 26 28 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00085602684219607619 0.00082404629150173556 0.00033395356880668763 0.00045558526333051678 0.00074656461241989129 0.00077558375382680192 0.00053678077000369822 0.00050080372204641156 0.00045456883893196098 0.00091117518789627966 0.00049715879262610834 0.00046517386426120171 0.0010006783515878514 0.00027632303534511603 0.00040068908579463341 0.00079018814683478472 0.00055920544434039988 0.00037696991894954173 0.00082414318136293178 0.00061074808793010313 0.0002884811076512134 0.00085472209112984795 0.00025198556124871854 -2.1793448002521995e-05 0.00053146983037205802 0.00060684182716261032 0.00080693213611232985 0.00013665837413415289 0.00096044878498846738 0.00071850793682595856 0.00080852959391923887
leaf_weight=1117 74 99 40 34 71 48 24 30 45 34 63 59 32 23 220 33 45 153 34 42 28 25 30 47 26 49 48 28 182 338
leaf_count=1117 74 99 40 34 71 48 24 30 45 34 63 59 32 23 220 33 45 153 34 42 28 25 30 47 26 49 48 28 182 338
internal_value=0 0.000446727 0.000400114 0.000808657 0.000498958 0.00081876 0.000824637 0.000680233 0.000828047 0.000282871 0.000563806 0.000851765 0.000252514 0.000301406 0.000845193 0.000417223 0.000392692 0.00079055 0.000759597 0.000246829 0.000773539 0.000166531 0.000102652 0.000455899 0.000815835 0.000737567 0.000207509 0.000830118 0.00073667 0.00082059
internal_weight=0 673 599 2448 325 2351 2303 101 2279 274 97 1396 240 153 1337 224 191 883 397 113 363 87 55 92 486 75 90 411 210 383
internal_count=3121 673 599 2448 325 2351 2303 101 2279 274 97 1396 240 153 1337 224 191 883 397 113 363 87 55 92 486 75 90 411 210 383
is_linear=0
shrinkage=0.00196078


Tree=6422
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 157 1 4 16 0 1 0 15 1 3 2 4 4 15 0 16 456 51 42 1208 42 2 15 2 151
split_gain=0.609285 0.158676 0.102533 0.0843071 0.068551 0.085082 0.0874469 0.0652505 0.0598278 0.0783288 0.0547748 0.0533975 0.0513973 0.0541063 0.048263 0.118024 0.0756286 0.099537 0.0683163 0.0461052 0.0449604 0.0561392 0.0512247 0.0518095 0.0625226 0.0617073 0.0497607 0.0767064 0.0605866 0.0452811
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.078969999999999985 0.095950000000000021 0.053180000000000012 -0.034884999999999992 -0.084804999999999978 0.16773500000000005 0.056435000000000006 -0.11713499999999999 0.087325000000000014 -0.13309499999999996 0.081685000000000021 -0.14098499999999997 -0.46376499999999993 -1.0000000180025095e-35 -0.10474999999999998 -0.0068949999999999992 0.087225000000000011 0.14122000000000004 0.11275500000000001 0.099975000000000008 0.11720500000000002 0.097845000000000015 0.11069000000000001 0.095195000000000016 -0.085489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 8 14 12 -10 -2 -1 -7 -14 15 -3 17 -16 -17 -18 22 -22 23 26 25 -25 28 -28 -21 -23
right_child=10 7 -4 4 -6 6 -8 -9 9 -11 -12 -13 13 -15 16 18 19 -19 -20 20 21 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.010022555158338359 0.0033641676773345751 0.015780067071318626 0.011596662723459304 0.00024938684189692141 0.0091243666621881568 0.0097822311799973249 0.0038073341234339075 0.0063499745377465057 0.012668763527251554 0.0054777583028356152 -0.0016773331424464353 0.0051369706488081394 0.0014084751126230569 0.0069779585736493279 0.0080069181220516414 0.0034693900718475168 0.0031654137605801229 -0.0012495405129378751 0.0093785100102865421 0.008573352102148336 0.0067222203529985333 0.013952261856757103 0.0043609713702608133 0.00063807749532355487 0.010195718371930222 0.0066413499487897572 0.015271415741049819 0.0085143036962974632 0.0031444059862267408 0.0078867152900784273
leaf_weight=62 342 26 30 40 37 20 214 278 33 28 23 35 37 33 26 23 20 21 131 973 391 20 32 23 33 67 28 42 21 32
leaf_count=62 342 26 30 40 37 20 214 278 33 28 23 35 37 33 26 23 20 21 131 973 391 20 32 23 33 67 28 42 21 32
internal_value=0 0.0073943 0.00590671 0.00559001 0.00500413 0.00462771 0.00510753 0.00778133 0.00695018 0.00936797 0.00304648 0.00825972 0.00531145 0.00403409 0.00798977 0.00954813 0.00782754 0.00387105 0.00849598 0.0079381 0.00799553 0.00713275 0.00830907 0.00841551 0.0064724 0.00510718 0.00864014 0.0112171 0.00845866 0.0102196
internal_weight=0 2756 569 539 442 405 365 2187 151 61 365 97 90 70 1909 180 1729 47 154 1682 1662 443 1219 1187 123 90 1064 70 994 52
internal_count=3121 2756 569 539 442 405 365 2187 151 61 365 97 90 70 1909 180 1729 47 154 1682 1662 443 1219 1187 123 90 1064 70 994 52
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=31
num_cat=0
split_feature=1 2 0 4 106 48 48 10 0 12 401 123 2 13 14 14 0 51 150 52 2 151 15 12 43 11 52 10 4 2
split_gain=0.493521 0.132761 0.0825126 0.0815905 0.0694762 0.0629264 0.0585518 0.0541192 0.0744324 0.068018 0.0579927 0.0634607 0.0526747 0.0572254 0.052419 0.053039 0.065011 0.092684 0.0808247 0.0864915 0.0643716 0.0725745 0.0612351 0.0537664 0.0547108 0.0525752 0.0574084 0.0469874 0.0701098 0.0578964
threshold=0.11829500000000003 0.10045500000000002 -0.13455999999999999 0.42642000000000008 0.086340000000000014 -0.065739999999999979 0.078735000000000013 -0.005834999999999999 -0.019414999999999998 -0.088589999999999988 0.085900000000000018 0.12630500000000003 0.15361500000000003 -0.14179999999999995 -1.0000000180025095e-35 0.076975000000000002 -0.11013499999999998 -0.031924999999999995 0.083095000000000016 0.048520000000000008 -0.090999999999999984 -0.077959999999999988 -0.092919999999999989 0.087695000000000009 -0.14792499999999997 0.075910000000000019 0.016565000000000003 1.0000000180025095e-35 0.50996500000000011 0.11870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 14 -3 -7 8 9 -2 11 27 13 -4 -1 16 17 -16 19 -19 21 -18 -20 24 -22 -17 -27 29 -29 -9
right_child=7 2 12 -5 -6 6 -8 10 -10 -11 -12 -13 -14 -15 15 25 20 18 22 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.011758758537083244 0.0066602778070690956 0.0068863773341130089 0.0019908594063900668 0.0093639685811164487 0.0018090393865422814 -0.0023082553575347578 0.0029143594479335111 0.0073167506818516319 -0.0045290369032458828 -0.0005180759175511246 -0.0015627822119065307 -0.0016375170869287103 0.0012927123599431733 0.0065736278725006918 -0.0014081926015205683 0.0059622976234769108 -0.00071608598598025066 0.010306356901613375 -0.0015792444330872968 0.0033890656087481024 0.011465241340621829 0.0076071170205250383 0.0058444744979497046 0.006704292162337526 0.0076256246708402489 0.014394128200565948 0.0078550642933696516 -0.0031130708707496524 0.0049824479987601875 0.003697007877517667
leaf_weight=24 22 29 29 21 25 28 92 65 22 33 22 20 22 451 20 27 22 51 20 28 39 20 25 963 766 29 25 20 23 138
leaf_count=24 22 29 29 21 25 28 92 65 22 33 22 20 22 451 20 27 22 51 20 28 39 20 25 963 766 29 25 20 23 138
internal_value=0 0.00665487 0.00543262 0.00352846 0.00704899 0.00270601 0.00169575 0.00274184 0.000386893 0.00235327 0.00337146 0.00377955 0.00607745 0.00629675 0.00711262 0.00705782 0.00695388 0.0049089 0.00592778 0.00785466 0.00711657 0.00324734 0.00254504 0.00720849 0.00781164 0.00956529 0.0113668 0.00421996 0.00121709 0.00485604
internal_weight=0 2756 672 170 2084 149 120 365 77 55 288 266 502 480 2059 2035 1954 144 124 79 1810 42 45 1768 805 81 54 246 43 203
internal_count=3121 2756 672 170 2084 149 120 365 77 55 288 266 502 480 2059 2035 1954 144 124 79 1810 42 45 1768 805 81 54 246 43 203
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 44 2 457 39 13 13 2 96 52 0 1 49 160 483 1454 157 157 16 13 130 12 151 3 475 12
split_gain=0.412682 0.137755 0.0961907 0.0740071 0.0719227 0.0641684 0.0505567 0.0399404 0.0407627 0.0560901 0.0560659 0.039151 0.0390845 0.0492705 0.0603621 0.0414959 0.05278 0.0383206 0.0484079 0.0561114 0.0529988 0.0393831 0.0404359 0.0597761 0.0580381 0.0542613 0.0834596 0.067637 0.0607239 0.148689
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 0.26807500000000006 0.10076500000000001 -0.0018299999999999998 0.27266500000000005 -0.033169999999999991 0.086715000000000014 -0.075329999999999994 0.034820000000000011 0.11910500000000002 -0.047584999999999995 0.62940000000000007 -0.095084999999999989 0.080725000000000005 -0.061169999999999995 -0.50331999999999988 -0.071854999999999988 0.0036400000000000004 -0.081769999999999995 0.086305000000000007 0.085465000000000013 0.10893000000000001 -0.085684999999999997 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 12 8 10 -10 17 -6 13 -2 15 16 -15 18 19 20 -1 -20 23 -23 -24 26 27 28 29 -26
right_child=3 -3 -4 -5 11 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014316187631338835 -0.0020850144703650759 0.0017602280033364272 -0.00033413933529316086 0.0072847626363259886 0.00031057999003678564 0.010363687601822772 -0.0027020659869198098 0.0025336667646429149 0.0065095909560720132 -0.00066090092994272717 0.01113082491986764 0.0047289541714965961 -0.0018981740876500095 -0.00075469236998330989 0.0077285702767161029 0.0011386648089806472 0.0047747349496162737 0.0019144247169606389 0.0097566499494977539 0.0045233574283954038 0.0082423671917971602 0.0069671784378810709 0.00068688264370641932 0.0049150309921242299 0.0055461687826071733 0.0053606087301873682 0.013073405819013714 0.0017136771165366686 0.0062849933670893338 0.016020150968562002
leaf_weight=20 21 75 23 28 24 38 22 29 24 20 24 122 21 21 24 118 97 20 31 26 51 860 22 170 33 758 20 28 328 23
leaf_count=20 21 75 23 28 24 38 22 29 24 20 24 122 21 21 24 118 97 20 31 26 51 860 22 170 33 758 20 28 328 23
internal_value=0 0.0059875 0.00610519 0.00235236 0.00616064 0.00628542 0.0019261 0.00622311 0.00626663 0.00325028 0.00632161 0.00400265 0.00226325 0.00257425 0.00295057 0.00246467 0.00379068 0.00627332 0.0063101 0.00849785 0.0099533 0.00621674 0.0061678 0.00662847 0.00577629 0.00587038 0.00676485 0.00645861 0.0068046 0.00984798
internal_weight=0 2769 2694 352 2671 2525 324 2487 2458 44 2414 146 302 281 260 236 118 2390 2370 97 71 2273 2242 1030 1212 1190 432 412 384 56
internal_count=3121 2769 2694 352 2671 2525 324 2487 2458 44 2414 146 302 281 260 236 118 2390 2370 97 71 2273 2242 1030 1212 1190 432 412 384 56
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 149 13 39 42 13 457 2 0 1 0 3 4 15 12 41 160 394 16 1447 4 51 156 12 133 43
split_gain=0.334273 0.111582 0.0821702 0.0706762 0.0681706 0.0599457 0.0583947 0.0564379 0.0516307 0.0441276 0.044066 0.0409509 0.0395139 0.0506656 0.0478238 0.0864949 0.152533 0.0503931 0.0438552 0.051694 0.0435101 0.0458968 0.0531293 0.0457098 0.0421595 0.0422902 0.0759216 0.0408934 0.0513716 0.038333
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.07770500000000001 0.40528500000000006 0.056590000000000008 -0.079539999999999986 -0.0093149999999999986 0.29113500000000009 0.25063000000000007 -0.14920999999999998 0.077565000000000009 -0.10836499999999999 -0.12711499999999995 0.0012600000000000003 -0.03241999999999999 0.087695000000000009 0.07677500000000001 -0.54200499999999985 -0.0065099999999999993 -0.090344999999999995 0.0030850000000000005 0.061775000000000004 0.093135000000000009 0.082605000000000026 0.087445000000000009 0.11269500000000002 -0.14386499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 7 10 -9 -10 12 -2 13 -4 15 -14 -17 -18 27 20 -20 22 -22 -23 25 26 -15 28 29 -16
right_child=5 -3 4 -5 -6 -7 -8 8 9 -11 -12 -13 14 24 18 16 17 -19 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027703182962299749 0.0020369262690887176 0.0015842052008956673 0.011993650128133596 0.0048652502449436329 0.00098229572031414145 0.006556286293614124 0.010088380228663827 0.0075192067849760257 0.0041829464407097819 4.0710425549527496e-05 0.0015096435891464354 -0.0024318592040799558 0.0086979495576367926 0.0023309791575907273 0.010236627426153671 -0.0055436253803782167 0.0062107262968524122 0.00031847339123487474 0.008834114109442846 0.00033100453554652637 0.011351888675242663 0.0052522413415729101 0.0061213505906641654 0.00042991613503545522 0.010798877074848862 0.0096046530094969548 0.0084315089125405335 0.0091363967925038505 0.002384925943666271 0.0061741483541953787
leaf_weight=22 302 75 20 27 32 28 29 27 69 41 25 22 26 51 24 20 47 21 37 20 25 1143 87 20 20 23 34 48 35 721
leaf_count=22 302 75 20 27 32 28 29 27 69 41 25 22 26 51 24 20 47 21 37 20 25 1143 87 20 20 23 34 48 35 721
internal_value=0 0.00538875 0.00549467 0.00143704 0.00556984 0.00211712 0.00562602 0.00557594 0.00360081 0.00263902 0.00568652 0.00173349 0.00572964 0.0073129 0.00562659 0.00363041 0.00213318 0.00439106 0.00573195 0.00537669 0.0054536 0.0053555 0.00728888 0.00516931 0.00658153 0.00580054 0.00477119 0.00630345 0.00612912 0.00630502
internal_weight=0 2769 2694 49 2645 352 2613 2584 137 110 2447 324 2422 148 2274 114 88 68 2160 1332 1312 1275 112 1163 128 108 85 828 780 745
internal_count=3121 2769 2694 49 2645 352 2613 2584 137 110 2447 324 2422 148 2274 114 88 68 2160 1332 1312 1275 112 1163 128 108 85 828 780 745
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=31
num_cat=0
split_feature=1 2 48 40 123 30 33 2 150 49 3 3 156 0 131 131 483 52 3 47 12 2 15 1424 158 455 4 401 11 41
split_gain=0.271713 0.0826758 0.0654512 0.0554139 0.0590683 0.0455369 0.0578738 0.0456579 0.0410256 0.0409833 0.0776441 0.0673167 0.0382855 0.0793852 0.0436706 0.0684882 0.0445905 0.039038 0.0509406 0.0399724 0.0382198 0.0437978 0.0597298 0.0376872 0.0398831 0.0437556 0.0447625 0.0471997 0.0423725 0.0937115
threshold=0.12000500000000001 0.10045500000000002 0.13438000000000003 0.051255000000000002 0.084995000000000015 0.086065000000000016 0.083840000000000012 -0.0091949999999999983 1.0000000180025095e-35 -0.046979999999999987 -0.086049999999999988 0.10893000000000001 0.10339000000000002 0.024095000000000002 0.096070000000000016 0.10548500000000001 0.09567500000000001 0.14295500000000003 0.30112000000000005 0.12958500000000003 0.095110000000000014 0.11548000000000001 -0.07490999999999999 1.0000000180025095e-35 0.07968500000000002 0.08729000000000002 -0.082249999999999976 1.0000000180025095e-35 0.081790000000000015 0.07831500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 9 6 7 8 -1 10 -3 -12 13 14 16 -16 17 18 19 -2 21 -11 -23 24 25 26 28 -28 29 -9
right_child=12 2 -4 -5 -6 -7 -8 23 -10 20 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0044837469502817841 0.0017603400159617929 -0.0020464309956878426 -0.0016050683467515878 -0.00112006890703924 0.0012618461333823079 0.0012184087724970848 0.010090751008829103 0.0056892206937310917 -0.00074601094626511148 0.0066565286879331862 0.0074542819659280434 0.00083304833055340829 0.0052306695724837482 -0.0029229153838564851 0.0089039715028113933 0.0010133451866832647 0.0055856134383551158 -0.0031673766707535837 -0.0013402746742630894 0.0066104487849588632 0.0040495403640507478 0.005985527456228045 -0.00011319012219945973 0.009555327607085929 0.0064740390108286028 0.0095705275645568272 0.0044227074174972908 0.0062784519773213922 0.0016018248411178914 0.012526228327658914
leaf_weight=40 113 26 21 20 61 29 24 442 24 170 34 28 30 36 22 22 24 20 47 20 263 42 26 20 216 21 1079 157 23 21
leaf_count=40 113 26 21 20 61 29 24 442 24 170 34 28 30 36 22 22 24 20 47 20 263 42 26 20 216 21 1079 157 23 21
internal_value=0 0.0048408 0.00389221 0.00406451 0.00422404 0.00515352 0.00520873 0.00515138 0.00252259 0.00453082 0.0025405 0.00446405 0.00182251 0.00148618 0.00207844 0.00495866 0.00151269 0.00102393 0.00148964 0.00248968 0.00488042 0.00579857 0.00365366 0.0052364 0.0051923 0.00503346 0.00497813 0.00465843 0.00579121 0.00599932
internal_weight=0 2787 691 670 650 2096 2067 2043 64 589 88 62 334 304 268 44 224 200 180 133 501 238 68 1979 1959 1743 1722 1236 486 463
internal_count=3121 2787 691 670 650 2096 2067 2043 64 589 88 62 334 304 268 44 224 200 180 133 501 238 68 1979 1959 1743 1722 1236 486 463
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 47 4 4 2 14 2 2 2 4 12 4 15 131 15 160 2 1 47 3 47 4 47 14 43
split_gain=20.8878 2.59207 2.01121 1.82243 1.40805 0.895377 0.733305 0.720666 0.69807 0.668052 0.533607 0.494694 0.459432 0.447772 0.39807 0.369608 0.329851 0.257689 0.231616 0.230145 0.225421 0.216949 0.41034 0.207157 0.206238 0.202478 0.199402 0.172645 0.164893 0.160594
threshold=0.10752500000000002 -0.40967499999999996 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.088105000000000003 0.13082500000000002 0.27834500000000006 -0.17966999999999997 0.13712500000000002 0.076175000000000007 0.11389000000000002 0.11474000000000002 0.14285500000000004 0.27834500000000006 0.092550000000000007 -0.50262499999999988 -0.0058549999999999991 0.082750000000000004 -0.41942499999999994 -0.067824999999999983 0.088930000000000023 0.081315000000000012 0.077555000000000013 -0.0025099999999999996 0.091680000000000011 0.015030000000000002 0.090100000000000013 0.062655000000000016 -0.081289999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 27 13 9 -6 10 15 23 -7 14 -5 16 -4 -17 19 -15 -16 -18 -23 28 -22 -10 -21 29 -1 -3
right_child=1 3 7 6 8 12 -8 -9 25 -11 -12 -13 -14 18 20 17 21 -19 -20 26 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084455401630285888 0.00090713931852075855 0.0003360362789604988 0.0011460403190112754 0.00052492234211128498 0.00092066982578413155 0.00081151426617616135 0.00058202235749712941 0.00054828302498235537 0.00055087837571090508 0.00064854622252431566 0.0010956489268563968 0.00058307173676828646 0.00049513775636168085 0.00027563664999219353 0.00046284795474365849 0.00082903746025238213 0.00094199753340432416 0.00090688502611924388 0.00037288474640352468 0.00018495446165378384 0.00034373731616006053 0.00090123892588787587 0.00061143417313110602 0.0010347299565535107 0.00014335209193614348 0.00072736162209269522 -6.2894586747270614e-05 0.00061854812828587207 0.0010334592546318092 0.00048455019429872304
leaf_weight=159 49 37 27 39 28 60 37 21 129 36 63 22 25 29 23 276 956 401 20 24 39 309 20 33 40 31 26 27 20 115
leaf_count=159 49 37 27 39 28 60 37 21 129 36 63 22 25 29 23 276 956 401 20 24 39 309 20 33 40 31 26 27 20 115
internal_value=0 0.000475294 0.00088498 0.000436181 0.000761415 0.000552753 0.000325079 0.000909705 0.000635055 0.00091334 0.000917985 0.000862936 0.000718462 0.000285467 0.000356435 0.000912358 0.000931558 0.000875148 0.000184392 0.000136672 0.000292013 0.000927051 0.000883622 0.000891978 0.000242276 0.000585072 5.6073e-05 0.000474064 0.000865661 0.000448399
internal_weight=0 590 2531 541 422 264 277 2109 188 2088 2052 234 85 240 141 1989 1312 677 99 79 102 1285 329 212 79 160 50 179 179 152
internal_count=3121 590 2531 541 422 264 277 2109 188 2088 2052 234 85 240 141 1989 1312 677 99 79 102 1285 329 212 79 160 50 179 179 152
is_linear=0
shrinkage=0.00196078


Tree=6428
num_leaves=31
num_cat=0
split_feature=1 3 39 4 4 3 2 1 43 14 2 2 12 0 15 15 2 11 4 15 12 1 4 157 150 42 0 16 2 13
split_gain=19.443 2.35519 2.00129 1.34599 1.32652 1.0411 0.948993 0.682013 0.606134 0.459861 0.352398 0.331384 0.301048 0.266552 0.423138 0.310754 0.265336 0.259474 0.251191 0.25082 0.243899 0.239484 0.220947 0.21249 0.205115 0.199526 0.163761 0.158986 0.158708 0.145127
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.27834500000000006 0.36766000000000004 0.31534000000000006 0.10188000000000001 0.093575000000000019 -0.025214999999999998 0.076175000000000007 0.11177500000000001 0.14960000000000004 -0.42850999999999995 -0.10096999999999999 -0.11033999999999998 0.084195000000000006 0.094835000000000017 0.082245000000000013 -0.019614999999999997 -0.008624999999999999 0.09141500000000001 0.122185 -0.52556499999999995 -0.08107499999999998 0.081835000000000019 0.11066000000000001 -0.07929499999999999 -0.008904999999999998 0.15950500000000004 -0.10664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 6 8 9 16 25 13 -10 17 -7 14 -1 19 -4 24 -12 -16 22 -2 -15 -22 29 -3 -24 -20 -14 -8
right_child=1 5 7 -5 -6 12 11 -9 10 -11 18 -13 28 20 15 -17 -18 -19 27 -21 23 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095698587676352402 0.00082990400894891985 0.0003728380350287019 0.00092366338209042801 0.00043177391986289098 0.00052228434354481339 0.00032839298823519663 0.00062595439161740091 0.00050662285981553732 0.00067390681470591205 0.001032454730580777 0.00065664838634285269 0.00054917003653956822 0.00017743422134573302 0.0010953124653856061 0.00075432504583459179 0.00094432292966281672 0.00067674750283712416 0.00091501440512004246 0.00046535304067429515 0.00052510232541381433 0.00066526615709969488 0.00062919937087880335 0.00090974501139234995 0.00086220476232444357 0.00058223639742708666 0.00019333903842112598 0.00083627316722257889 0.0002843255553602453 -3.818104845357765e-05 0.00079884454472308733
leaf_weight=53 80 133 27 74 43 35 20 80 39 81 20 22 35 23 78 25 44 60 66 24 22 32 1002 495 20 29 132 26 21 280
leaf_count=53 80 133 27 74 43 35 20 80 39 81 20 22 35 23 78 25 44 60 66 24 22 32 1002 495 20 29 132 26 21 280
internal_value=0 0.000454399 0.000849662 0.000636978 0.00086355 0.00037034 0.00086983 0.000630766 0.000424011 0.000887839 0.000513385 0.000783142 0.000185738 0.000881521 0.000809823 0.000748409 0.000770645 0.000796687 0.000457489 0.00070039 0.000889231 0.00077256 0.000905052 0.000853824 0.000774501 0.000340705 0.000901193 0.000414193 9.65785e-05 0.000787319
internal_weight=0 590 2531 186 2380 404 2337 151 313 1935 151 402 91 1854 180 127 71 380 112 102 1674 112 1157 517 320 162 1134 92 56 300
internal_count=3121 590 2531 186 2380 404 2337 151 313 1935 151 402 91 1854 180 127 71 380 112 102 1674 112 1157 517 320 162 1134 92 56 300
is_linear=0
shrinkage=0.00196078


Tree=6429
num_leaves=31
num_cat=0
split_feature=4 3 2 123 149 44 1 392 13 150 51 483 48 4 52 457 147 16 1213 13 3 128 2 2 2 0 3 42 160 402
split_gain=0.3683 0.114809 0.0831578 0.0606778 0.0537909 0.0527086 0.0432241 0.0374909 0.0366804 0.0738103 0.053467 0.0545035 0.0759326 0.0671112 0.0554668 0.0523503 0.0520628 0.0506335 0.0688192 0.0669392 0.0763364 0.0706456 0.0564088 0.0569863 0.0687721 0.0550377 0.06613 0.0703813 0.0634816 0.0610816
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 0.16175000000000003 0.091685000000000003 -0.07743499999999999 -0.082924999999999985 0.082455000000000014 0.086010000000000017 0.093265000000000015 -0.35136499999999998 -0.080979999999999983 0.041220000000000007 0.090830000000000008 -0.083539999999999989 0.087530000000000011 -0.008624999999999999 -0.097604999999999983 0.11170500000000001 0.085345000000000018 0.073895000000000002 0.084055000000000005 -0.071719999999999992 -0.078934999999999991 0.094365000000000018 -0.071139999999999995 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -2 8 15 -10 16 12 13 -12 -15 -1 17 -11 19 20 -19 22 23 -21 -25 28 -27 -28 -22 -30
right_child=4 -3 -4 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 18 -20 21 25 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0061519148111354883 0.0022418748725442773 0.0018462298462012163 -0.00017437847513381553 0.0038822759392556465 0.0064763966806432498 0.0096752207211561903 -0.0020865475367754698 0.0099412034387173862 0.00082409044116502636 0.007124227190237269 0.0098036380484700213 0.0082810980227679531 -0.00073447059275525989 -0.00074696143248887813 0.0046364841314610666 0.008902838182635606 0.00099566601482885242 -0.0014829759386235052 0.0088333098727854942 0.0063942597231029397 0.0080417573523636054 0.00033970224903896452 0.0056916347990781692 0.014430755754932762 0.0075216361376292569 0.0086193578475485411 -0.00053096336566589098 0.0058556761301588271 0.0035364717555348766 -0.0021776241292669018
leaf_weight=891 299 75 23 146 28 38 25 23 32 309 21 29 33 23 114 75 21 21 63 84 26 20 332 25 34 62 22 80 125 22
leaf_count=891 299 75 23 146 28 38 25 23 32 309 21 29 33 23 114 75 21 21 63 84 26 20 332 25 34 62 22 80 125 22
internal_value=0 0.00570541 0.00581285 0.00586441 0.0022713 0.00597902 0.00190789 0.00592254 0.00588503 0.00557519 0.0056789 0.00424168 0.00362837 0.00453959 0.00373269 0.0063655 0.00593266 0.0060173 0.00564389 0.00540833 0.00436667 0.0061617 0.00640683 0.00806729 0.0104492 0.00473119 0.00604374 0.00447817 0.00348692 0.0026813
internal_weight=0 2769 2694 2671 352 2525 324 2487 2464 1498 1466 220 191 158 137 966 1246 1225 916 853 358 495 475 143 59 337 164 102 173 147
internal_count=3121 2769 2694 2671 352 2525 324 2487 2464 1498 1466 220 191 158 137 966 1246 1225 916 853 358 495 475 143 59 337 164 102 173 147
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 4 14 47 2 2 4 1 2 150 2 160 12 4 3 4 47 1 0 3 15 10 4 3
split_gain=22.817 4.02718 2.3371 1.8763 1.29797 1.20664 0.647834 0.619972 0.613078 0.575535 0.473856 0.409314 0.401523 0.400372 0.610409 0.355234 0.268667 0.258866 0.233481 0.248424 0.376404 0.199656 0.197778 0.188679 0.191206 0.187972 0.175812 0.170932 0.169807 0.158668
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 -0.067824999999999983 0.087765000000000024 -0.49013999999999996 0.090900000000000009 -0.036839999999999991 0.090100000000000013 0.076935000000000017 -0.030209999999999997 -0.0025099999999999996 -0.41942499999999994 -0.38124499999999995 0.015030000000000002 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 22 8 -5 -6 13 11 15 12 -4 18 16 23 -15 -14 19 -1 -21 -2 -3 24 28 -19 -13 -28 -7 -25
right_child=1 2 9 6 7 10 -8 -9 -10 -11 -12 26 17 14 -16 -17 -18 25 -20 20 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0011403466082781663 0.0010161080360412598 0.00046472957942123505 0.00053054907599388204 0.00087253785592255706 0.00085719797746873754 0.00091581506754639182 0.00053669375911241397 0.00052847483893856404 0.0011275991670579733 0.00056606185436678454 0.00064310708049473639 0.00030380600317374902 0.00047970177591456781 0.00072590753681310745 0.00057668879767919538 0.0006576957663192468 0.00092794254454405336 0.00034019657815237658 0.00093386006400260119 0.00098356203112034903 0.00073416369717592498 0.00079853968585238738 0.00063135583665879336 0.0010365736822709969 0.00070424122915951448 0.00014889082323540659 0.0002582608224897116 4.8382733538885028e-05 0.00081983126137700026 0.00087367682415415778
leaf_weight=37 50 190 39 34 71 153 63 32 76 34 41 37 23 28 23 30 263 39 662 761 24 24 32 47 29 40 25 37 132 45
leaf_count=37 50 190 39 34 71 153 63 32 76 34 41 37 23 28 23 30 263 39 662 761 24 24 32 47 29 40 25 37 132 45
internal_value=0 0.000514006 0.000460694 0.000921661 0.000573152 0.000932687 0.000654412 0.00075507 0.000955098 0.000327305 0.00084464 0.000293481 0.000361332 0.000947807 0.000884198 0.000863591 0.000908503 0.000296632 0.000961266 0.000983338 0.000975937 0.000945545 0.000488748 0.000878805 0.000855925 0.000243333 0.000196843 0.000133011 0.000871359 0.000956896
internal_weight=0 673 599 2448 325 2351 97 103 1874 274 477 240 141 1798 314 436 291 102 1484 822 785 74 222 406 314 79 99 62 285 92
internal_count=3121 673 599 2448 325 2351 97 103 1874 274 477 240 141 1798 314 436 291 102 1484 822 785 74 222 406 314 79 99 62 285 92
is_linear=0
shrinkage=0.00196078


Tree=6431
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 1 14 159 0 2 1 2 2 2 1 49 12 4 475 3 4 376 2 15 13 4 13 39 52
split_gain=17.5592 2.16123 1.72209 1.61481 1.22026 0.815417 0.592454 0.571551 0.480245 0.432114 0.428336 0.306022 0.354991 0.317706 0.285145 0.281044 0.22655 0.197877 0.227604 0.180364 0.176607 0.185104 0.172554 0.22853 0.177936 0.233316 0.163765 0.141474 0.140459 0.11749
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.10045500000000002 0.13075500000000004 0.09253500000000002 0.076975000000000002 0.082585000000000006 -0.13027499999999997 0.13501500000000002 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.11704500000000001 0.16175000000000003 -0.043469999999999995 0.087765000000000024 -0.51253999999999988 -0.06562999999999998 0.086245000000000016 -0.031404999999999995 0.084145000000000011 0.11177500000000001 -0.037864999999999989 -0.083499999999999977 -0.008819999999999998 -0.011914999999999999 0.088025000000000006 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 28 -4 11 22 16 19 17 13 -13 26 -7 -6 18 -1 -11 -20 -22 23 27 25 -25 -2 -5 -3 -21
right_child=1 5 6 8 9 15 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 29 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010778526698841768 0.00086422410698238283 0.00046459681599012937 0.00078940283799288323 0.00052841961739516518 0.0004244514734651782 0.00025290342161688178 0.00047863652782150889 0.0010135095401916628 0.00028946209690265429 0.00086777604307729337 0.00058024115580715733 0.00062474760476475448 0.00059276055179390257 0.00082823778251058585 0.00052064897821230052 2.5315015266338985e-05 0.00067795559662088209 0.00082615528568016244 0.00087320624750992647 0.00072347059075998817 0.00088382985801144698 0.00063411921160478214 0.00035778478869036133 0.00038363734594610172 0.00030687672597374399 0.00068314086718886515 0.00070193656725591998 0.00074150564243980486 0.00032118212346450179 0.00079973296800072303
leaf_weight=20 45 97 34 23 23 126 77 75 57 71 47 33 33 278 20 25 33 682 766 170 21 25 25 20 20 20 51 25 36 143
leaf_count=20 45 97 34 23 23 126 77 75 57 71 47 33 33 278 20 25 33 682 766 170 21 25 25 20 20 20 51 25 36 143
internal_value=0 0.000437012 0.000812639 0.00055134 0.000823593 0.000313828 0.000573826 0.000845693 0.000440044 0.000735873 0.000756926 0.000838919 0.000786128 0.000806646 0.000733636 0.000215223 0.000573838 0.000850914 0.00087121 0.000778552 0.00086612 0.000748118 0.000504579 0.000538559 0.000457885 0.000533389 0.000778009 0.000639402 0.000425778 0.000758313
internal_weight=0 590 2531 306 2420 284 111 1933 190 487 431 1858 344 311 116 151 56 1514 832 384 812 46 133 108 60 40 96 48 133 313
internal_count=3121 590 2531 306 2420 284 111 1933 190 487 431 1858 344 311 116 151 56 1514 832 384 812 46 133 108 60 40 96 48 133 313
is_linear=0
shrinkage=0.00196078


Tree=6432
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 159 2 14 2 124 2 4 131 15 49 3 47 11 0 4 1 12 14 3 43 3 16 43
split_gain=15.4587 2.66262 1.68906 1.23605 0.931679 0.877574 0.631414 0.463099 0.450981 0.441241 0.370504 0.336632 0.310356 0.520856 0.25151 0.242216 0.190729 0.187524 0.185336 0.171348 0.161313 0.158354 0.227633 0.16335 0.149902 0.143968 0.138819 0.135694 0.134181 0.132433
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.11474000000000002 0.062655000000000016 0.091265000000000013 -0.080389999999999989 0.14285500000000004 0.40945500000000007 0.086835000000000009 -0.41942499999999994 -0.08130999999999998 0.31534000000000006 0.090100000000000013 1.0000000180025095e-35 0.18019500000000002 -0.013514999999999998 0.089770000000000016 0.095780000000000018 -0.23083499999999998 1.0000000180025095e-35 0.05259500000000001 0.0068900000000000012 0.11346000000000002 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 -4 -6 10 -1 16 13 27 15 -14 -5 -17 24 -11 21 26 23 -23 -3 -26 -12 -9 -7 -18
right_child=1 2 7 11 8 28 -8 12 -10 19 20 -13 14 -15 -16 17 29 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00079347755792379517 0.00078631413915857895 0.00051069025357903597 0.00052143474941585791 0.00060481409349817314 0.00071023921756183399 0.00041391558124828485 0.00046077420344588411 0.0003405835829069968 0.00041156666870278106 0.00078271267402405832 0.00079135685371550693 0.00072715089184229454 0.00026671020573643546 0.00021817175300707279 0.00035071766083651681 0.00013701134485731304 0.00049354901119672836 -9.5102091050704423e-05 0.00054725926796284812 0.00097592441511212607 0.00056602600377564339 0.00076504940094024526 0.00053323933263035384 0.00067362563300090426 0.00030226656696908256 0.00042027205708162753 0.00070402735855893512 0.00054472070953123634 0.00062198012821548972 0.0002753852046832132
leaf_weight=1444 71 31 26 26 77 26 24 21 26 25 303 28 27 95 22 32 23 23 32 60 20 184 25 127 79 80 91 31 22 20
leaf_count=1444 71 31 26 26 77 26 24 21 26 25 303 28 27 95 22 32 23 23 32 60 20 184 25 127 79 80 91 31 22 20
internal_value=0 0.000427189 0.000384834 0.000762734 0.000480719 0.000771683 0.000777152 0.000272333 0.000634846 0.000780484 0.000775114 0.000545822 0.000246529 0.000304523 0.000164557 0.000114612 0.000472239 3.99457e-05 0.00040921 0.000919097 0.000739758 0.000744518 0.000713246 0.000727716 0.000385959 0.00036164 0.000771187 0.000462281 0.000509278 0.000392077
internal_weight=0 673 602 2448 325 2351 2303 277 103 2279 2194 97 251 147 104 82 69 55 222 85 750 730 336 311 190 159 394 52 48 43
internal_count=3121 673 602 2448 325 2351 2303 277 103 2279 2194 97 251 147 104 82 69 55 222 85 750 730 336 311 190 159 394 52 48 43
is_linear=0
shrinkage=0.00196078


Tree=6433
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 159 14 2 4 4 0 15 0 47 0 16 4 3 160 16 4 131 2 11 43 1
split_gain=23.7156 3.79944 2.41101 1.98191 1.35589 1.13132 0.762395 0.686482 0.614362 0.611477 0.457318 0.419532 0.469505 0.403253 0.374828 0.449311 0.430906 0.243596 0.235574 0.205042 0.174197 0.287972 0.249881 0.171181 0.164784 0.149876 0.193237 0.148363 0.146245 0.144236
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.09253500000000002 0.10672500000000001 -1.0000000180025095e-35 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.40124500000000002 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.090100000000000013 -0.15202999999999997 -0.10850999999999998 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 -0.039889999999999988 -0.036839999999999991 0.086835000000000009 0.31358000000000003 1.0000000180025095e-35 -0.11008499999999999 0.11829500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 17 6 10 -5 29 -4 14 12 -11 18 15 -1 -16 -3 -8 -20 28 22 -22 -17 -2 26 -13 -12 -18 -6
right_child=1 2 9 7 8 -7 13 -9 -10 11 27 25 -14 -15 16 23 20 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010661187753373501 0.00098006692996212091 0.00044631939781666322 0.0005956148287649428 0.00086227804937989651 0.00089579436775052989 0.00062580391615507452 0.0010581821231058443 0.00051656120126024048 0.00050895150385650936 0.00050397677605702621 0.00095730499608183352 0.00020015464901908229 0.0002676726951599275 0.00059355445072249648 0.00096604717945103166 0.00064823246645741642 0.00081546515249190661 0.00063124169120747672 0.00089046459640974829 0.00077744382639877499 0.00058352245565722978 0.00090505580697586199 0.00084693237976830502 0.00085608002886760476 0.00078240965365194808 0.0003283543369248044 -2.1496972288278971e-05 0.0011443510860288178 0.00099826969683192374 0.00070037160799199462
leaf_weight=20 50 190 26 34 53 48 21 63 30 49 23 62 95 24 1178 39 20 32 144 108 20 474 45 25 24 22 20 56 106 20
leaf_count=20 50 190 26 34 53 48 21 63 30 49 23 62 95 24 1178 39 20 32 144 108 20 474 45 25 24 22 20 56 106 20
internal_value=0 0.000496802 0.00044502 0.000912407 0.000559242 0.00092374 0.000929949 0.00063774 0.000745176 0.000309537 0.000943677 0.000279545 0.000348082 0.000837232 0.000937682 0.000809589 0.000943521 0.000472975 0.000858654 0.000842027 0.000903616 0.000888272 0.000765883 0.000729423 0.000915962 0.000184649 0.000146093 0.00108989 0.000969253 0.000842254
internal_weight=0 673 599 2448 325 2351 2303 97 103 274 2006 248 144 297 1927 84 1843 222 273 252 665 539 65 64 74 104 82 79 126 73
internal_count=3121 673 599 2448 325 2351 2303 97 103 274 2006 248 144 297 1927 84 1843 222 273 252 665 539 65 64 74 104 82 79 126 73
is_linear=0
shrinkage=0.00196078


Tree=6434
num_leaves=31
num_cat=0
split_feature=1 4 2 3 2 1 0 4 14 16 12 43 132 1428 0 16 151 151 16 1 14 1446 3 151 2 50 456 43 1 50
split_gain=0.634171 0.111379 0.0832934 0.0749209 0.0668954 0.0731198 0.0659563 0.0587169 0.0533549 0.106384 0.0506037 0.056499 0.0456788 0.0485926 0.0467679 0.0604005 0.0596335 0.0454189 0.040478 0.0403322 0.0387795 0.0465691 0.0599469 0.0422447 0.0672612 0.0446231 0.0580633 0.0622353 0.0600404 0.0451106
threshold=0.10920500000000001 0.27287000000000006 0.10045500000000002 -0.049509999999999992 -0.0091949999999999983 0.092845000000000025 -0.13027499999999997 0.10528000000000001 -0.42495999999999995 -0.16927999999999996 0.10016000000000001 -0.0064299999999999991 0.10240500000000001 0.087445000000000009 -0.033209999999999996 0.62682500000000008 -0.0062849999999999989 -0.082829999999999973 -0.48836499999999994 0.12082500000000002 0.062655000000000016 0.11581000000000001 -0.15327499999999997 1.0000000180025095e-35 0.085730000000000015 0.10917 0.08759500000000002 -0.076484999999999984 0.092695000000000013 0.10583000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 -4 -5 -3 10 11 18 13 14 16 -16 -8 -7 -10 -13 21 22 -6 25 -25 29 27 -27 -29 -24
right_child=1 8 6 7 20 17 12 -9 9 -11 -12 19 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0089817470106701817 0.0075213780350707193 0.0051021969637297321 0.004403485515949262 0.0033902944827911585 0.0035378186449665453 0.0061841610641706554 0.013148261960595847 0.0086351468338398268 0.0030912238278244511 -0.0050947992096189408 -0.00098298155970758558 0.0081205506642748199 0.0037443450864936625 0.011249960614077282 0.003877275361216897 0.0088977054589694099 0.0074808793628438194 -6.8584980013278814e-05 -0.00195269639729164 0.0035362066304097414 0.010326875893047035 0.012576105726032478 0.0083198414015614054 0.010515510226073473 0.0041551480727503075 0.0098060452363764247 0.0017365526984490101 0.0030752333832920575 0.0086250046587416102 0.012443340921567547
leaf_weight=31 108 66 102 146 29 21 20 25 41 20 33 28 35 32 76 35 259 26 26 61 82 23 1526 23 60 60 21 44 35 27
leaf_count=31 108 66 102 146 29 21 20 25 41 20 33 28 35 32 76 35 259 26 26 61 82 23 1526 23 60 60 21 44 35 27
internal_value=0 0.00405169 0.00778232 0.00545939 0.00808287 0.00521177 0.0067027 0.00415709 0.00262351 0.00184076 0.00257469 0.00332727 0.00721588 0.0075038 0.00719642 0.00546029 0.00788714 0.0027252 0.00113388 0.00497847 0.0081989 0.00810448 0.00804812 0.00812095 0.00591766 0.00822771 0.0066376 0.00737804 0.00553399 0.00839153
internal_weight=0 554 2567 279 2008 78 559 171 275 209 189 156 457 422 390 111 279 47 67 89 1930 1848 1825 1796 83 1713 160 139 79 1553
internal_count=3121 554 2567 279 2008 78 559 171 275 209 189 156 457 422 390 111 279 47 67 89 1930 1848 1825 1796 83 1713 160 139 79 1553
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 10 3 15 131 124 1 123 14 4 12 2 133 157 157 157 42 150 3 151 12 49 160 11
split_gain=0.514234 0.121312 0.0867097 0.0997605 0.0740713 0.131075 0.0722586 0.0607436 0.0597425 0.056291 0.0534644 0.0520349 0.0489409 0.0485235 0.0547831 0.047155 0.0463373 0.0435395 0.0386293 0.0372457 0.0399749 0.0402992 0.0662921 0.0533826 0.10978 0.0958958 0.111097 0.046777 0.0419332 0.0582702
threshold=0.10337500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.10467500000000002 -1.0000000180025095e-35 0.22582000000000002 -0.074314999999999978 -0.014944999999999998 -0.10324499999999999 0.093840000000000021 -0.076779999999999987 0.11507500000000002 0.11410500000000003 -0.47013499999999991 0.51164000000000009 0.089795000000000014 0.13404500000000005 0.081415000000000015 -0.48214999999999997 -0.28320499999999993 -0.086989999999999984 0.084635000000000016 0.083555000000000004 -0.086769999999999986 -0.0083949999999999979 0.088045000000000012 -0.082254999999999981 -0.55323499999999981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 8 11 -4 12 -10 15 -1 -3 14 -6 -9 -7 19 -19 -13 -21 22 -22 28 27 -26 -27 -25 -23 -30
right_child=1 2 7 -5 13 16 -8 10 9 -11 -12 17 -14 -15 -16 -17 -18 18 -20 20 21 23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0048293811166608379 0.007560435508581243 0.0084570761761054974 -0.0036914204247295856 0.010700636778280816 0.0080956461207408997 0.011973911632135835 0.0012695211384977615 0.0018070865285825797 0.0031175378282913137 -0.0033646693386669667 -0.0023323566117323937 0.011010402035726993 0.0018772685935255142 -0.0019156637066043915 0.0027888274662362881 0.0076233211997896429 0.0067910335023307067 0.0015538569416385145 0.0072325040586292749 0.0037079510053679831 0.011630117998423952 0.0038475996349006895 0.0062195444610925058 0.0051740471832454208 0.0098101381596828272 0.00030642938509117812 0.0095376883718100471 -0.0011579795690652515 0.0073122033706379715 0.0097925279660266828
leaf_weight=92 87 26 22 22 21 23 21 46 37 21 20 27 20 20 264 20 69 25 23 31 54 33 39 20 63 32 22 28 1793 100
leaf_count=92 87 26 22 22 21 23 21 46 37 21 20 27 20 20 264 20 69 25 23 31 54 33 39 20 63 32 22 28 1793 100
internal_value=0 0.00405982 0.00357717 0.00410987 0.00382045 0.00533725 0.00710974 0.000997537 0.002905 0.000770532 0.00219704 0.00716123 0.00559629 0.00284572 0.00317986 0.00356958 0.00808675 0.00725491 0.00427488 0.00731871 0.00727371 0.00732432 0.00936117 0.00723373 0.00550746 0.0071596 0.00406731 0.00148036 0.00738162 0.00744323
internal_weight=0 718 631 523 501 196 2403 108 104 58 86 2382 46 305 285 66 92 2290 48 2242 2215 2184 93 2091 165 117 54 48 1926 1893
internal_count=3121 718 631 523 501 196 2403 108 104 58 86 2382 46 305 285 66 92 2290 48 2242 2215 2184 93 2091 165 117 54 48 1926 1893
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=31
num_cat=0
split_feature=1 2 0 4 106 48 3 12 11 11 2 52 2 1446 48 0 13 12 0 15 49 16 34 2 4 4 4 43 12 12
split_gain=0.421624 0.114765 0.0680766 0.0715282 0.0593461 0.0558276 0.0534975 0.0701221 0.0523992 0.0761154 0.0656538 0.053958 0.0486759 0.0567848 0.0483762 0.0468519 0.0461258 0.0572708 0.0569676 0.056839 0.0473875 0.0464773 0.0438267 0.0721323 0.0409195 0.0402908 0.0368668 0.0454581 0.0650236 0.0368424
threshold=0.11846000000000002 0.10045500000000002 -0.13455999999999999 0.42642000000000008 0.086340000000000014 -0.065739999999999979 0.31370500000000007 -0.42850999999999995 0.080455000000000013 0.085155000000000022 -0.090999999999999984 -1.0000000180025095e-35 0.15361500000000003 0.10734500000000001 0.078735000000000013 0.13134000000000004 -0.092879999999999976 0.095565000000000011 -0.064754999999999993 -0.040804999999999994 0.12595000000000003 0.40020000000000006 -0.038779999999999995 0.11870500000000002 -0.04890499999999999 0.063160000000000008 0.09173000000000002 0.0010100000000000003 0.10866500000000003 0.10832500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 8 -3 22 -8 10 -10 -1 -11 13 16 -7 -12 -4 18 19 -18 26 -20 -2 -24 -25 -26 27 29 -29 -19
right_child=6 2 12 -5 -6 14 7 -9 9 11 15 -13 -14 -15 -16 -17 17 20 21 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0022270262613892553 3.6496203392744064e-07 0.006504157543631978 0.0032466803396899052 0.0087948043358448465 0.0018047163522659012 -0.0020250572556895869 0.0040111394078635124 -0.0017461116234439294 0.013465567995552664 0.010266711472067983 0.0065445038679579851 0.0029211018187925222 0.0012420158988485734 0.00064001446473412223 0.0027161385005299923 0.011185428737239406 0.0078800702832613114 0.0064834231672301016 0.0037893067954270091 0.013434463573826683 0.00084495741452666985 0.0081336189513885465 0.0059855383411743105 0.0064366363155256429 -0.0023278555239639467 0.0024862186035408181 0.0027710518954942626 -0.00033972165214696102 0.0068215268212952658 0.010535631355984759
leaf_weight=35 36 29 51 21 26 28 34 56 27 20 1937 20 24 20 93 22 58 89 46 27 21 53 89 21 21 101 33 21 32 30
leaf_count=35 36 29 51 21 26 28 34 56 27 20 1937 20 24 20 93 22 58 89 46 27 21 53 89 21 21 101 33 21 32 30
internal_value=0 0.00618566 0.00505326 0.00332872 0.00655246 0.00256347 0.00253831 0.00042885 0.00661235 0.00936308 0.00651992 0.00659391 0.00563721 0.00585651 0.001619 0.00659662 0.00608283 0.00643561 0.00774546 0.00964441 0.00536919 0.00611505 0.00324671 0.00375045 0.00235939 0.00165757 0.00583265 0.00642005 0.00398405 0.00750499
internal_weight=0 2763 676 171 2087 150 358 90 2061 67 1994 40 505 481 121 1959 461 410 184 85 226 99 268 232 143 122 205 172 53 119
internal_count=3121 2763 676 171 2087 150 358 90 2061 67 1994 40 505 481 121 1959 461 410 184 85 226 99 268 232 143 122 205 172 53 119
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=31
num_cat=0
split_feature=1 1 2 12 0 2 47 4 1 14 2 2 34 0 49 4 131 4 12 4 15 4 2 1 3 43 2 0 13 16
split_gain=9.21922 1.25812 0.955228 0.644662 0.476239 0.460111 0.362068 0.339553 0.293026 0.280696 0.223942 0.216895 0.242744 0.185247 0.298503 0.166579 0.165991 0.162639 0.134139 0.135047 0.130317 0.160383 0.124097 0.121135 0.180052 0.119402 0.20109 0.147339 0.116118 0.112867
threshold=0.10752500000000002 0.12408500000000001 0.10045500000000002 0.085055000000000006 -0.13027499999999997 -1.0000000180025095e-35 0.12958500000000003 0.40124500000000002 0.094090000000000021 0.062655000000000016 0.13404500000000005 0.14285500000000004 -1.0000000180025095e-35 -0.11173999999999999 0.082865000000000008 0.0082450000000000006 0.082750000000000004 0.27834500000000006 0.087765000000000024 -0.52556499999999995 -0.41942499999999994 0.015030000000000002 0.13404500000000005 0.083135000000000014 -0.0037349999999999996 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 -0.13710499999999998 -0.037154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 25 -4 8 11 -5 -1 13 28 12 -3 14 23 18 20 -14 19 -15 -13 -22 -19 -7 -25 27 -27 -2 -6 -8
right_child=1 6 4 7 10 9 29 -9 -10 -11 -12 16 17 15 -16 -17 -18 22 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00058856792227169003 0.00011853365950202909 0.00011673350708887857 0.00037617374384500566 0.00057035586207726215 0.00042127474654904184 0.00057573313743397244 0.00028232226640539964 0.00032671241947979318 0.00035589189794254372 0.00072237640277499928 0.00040892520067251586 0.00017898643982519242 0.00039558063910752616 0.00079332844591608242 0.00069359244001345811 0.00053636283718328426 0.00027570045393362054 0.00029332957367032738 0.00059819063073486241 0.00063000144327539007 0.0001306747670705412 -9.620464403255312e-05 0.00011154186633604774 0.00027978840137959698 0.00049991765296926688 0.00049965426204896118 0.00031575729056635495 0.00034569869840554165 0.00055928911462523588 0.00047453933435937629
leaf_weight=38 21 45 86 91 25 37 24 29 46 81 48 29 36 20 35 110 20 42 834 726 23 25 22 20 50 29 108 23 375 23
leaf_count=38 21 45 86 91 25 37 24 29 46 81 48 29 36 20 35 110 20 42 834 726 23 25 22 20 50 29 108 23 375 23
internal_value=0 0.000311308 0.000583485 0.00040003 0.000509821 0.000603183 0.000218903 0.000511475 0.00046115 0.00060942 0.000535477 0.000188317 0.000236329 0.000604426 0.000536405 0.000610141 0.000116547 0.000290147 0.000615278 0.00063438 7.52079e-05 1.25084e-05 0.00023084 0.000484989 0.000437024 0.000326144 0.000354684 0.000237279 0.000550663 0.000376386
internal_weight=0 590 2531 301 534 1997 289 120 84 1913 448 242 145 1832 142 1690 97 100 1580 746 77 48 64 107 70 181 137 44 400 47
internal_count=3121 590 2531 301 534 1997 289 120 84 1913 448 242 145 1832 142 1690 97 100 1580 746 77 48 64 107 70 181 137 44 400 47
is_linear=0
shrinkage=0.00196078


Tree=6438
num_leaves=31
num_cat=0
split_feature=1 52 2 39 12 2 1 2 12 14 9 4 0 15 2 52 12 2 2 50 52 12 16 4 51 42 130 4 15 3
split_gain=8.65304 1.3883 0.82813 0.719975 0.532326 0.454403 0.34342 0.336431 0.277619 0.275405 0.256077 0.248975 0.272185 0.24049 0.213835 0.180056 0.172517 0.171172 0.170473 0.159502 0.152767 0.138819 0.128315 0.113915 0.15902 0.103136 0.0961108 0.106945 0.0958265 0.09028
threshold=0.104035 -0.40967499999999996 0.14285500000000004 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.093575000000000019 0.11474000000000002 0.091715000000000005 0.062655000000000016 0.092235000000000011 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.087765000000000024 0.094835000000000017 0.092235000000000025 0.086295000000000011 0.12603000000000003 0.13597000000000004 -0.039889999999999988 0.23246000000000003 -0.031924999999999995 -0.078304999999999986 -0.076894999999999977 -0.023539999999999995 -0.081924999999999984 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 9 17 10 -7 11 -6 12 13 -1 29 23 -14 -5 -16 28 26 -10 -15 24 -13 -19 -20 -28 -4 -3
right_child=1 2 19 6 7 8 -8 -9 21 -11 -12 15 16 22 18 -17 -18 25 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00065039107790383535 0.00057474629659401747 0.00029498452585482716 0.00015355555007965602 0.00064720260486623559 0.0005367223526430285 0.00026358734994359751 0.00032280081691329969 0.00025933747888570101 0.00054290313219560946 0.00069826958177884077 0.00028984753928585521 0.00034693614827568123 0.00061859890286432328 0.00033596319080928753 0.00047504795006677214 0.00059165753590407761 0.00057950914062380413 0.00053959205232160471 0.00015644623961884015 0.00028900668206276371 0.00044257132131565762 0.0003879738565930883 0.00052321995456331696 0.0003406105219733481 0.00053584682895567708 0.00034953375093910204 0.00043120084453920242 0.00028209613166645797 1.4055606151255322e-05 0.00017179317685370944
leaf_weight=23 76 35 78 27 84 20 60 32 108 85 20 21 785 34 25 87 971 23 20 27 27 28 24 20 93 21 21 155 25 66
leaf_count=23 76 35 78 27 84 20 60 32 108 85 20 21 785 34 25 87 971 23 20 27 27 28 24 20 93 21 21 155 25 66
internal_value=0 0.000324733 0.000293837 0.0005734 0.000331088 0.000581457 0.00043201 0.00043515 0.000479286 0.000588895 0.000489246 0.000584377 0.000591858 0.000480729 0.000290537 0.000522198 0.000596984 0.0005243 0.000321511 0.000154861 0.000304298 0.000511006 0.000413449 0.000477102 0.000501047 0.000448882 0.00028525 0.000299887 0.000119696 0.000214483
internal_weight=0 691 615 2430 485 2299 131 136 156 2143 104 2058 1837 81 349 221 1756 71 248 130 223 136 58 134 114 44 196 176 103 101
internal_count=3121 691 615 2430 485 2299 131 136 156 2143 104 2058 1837 81 349 221 1756 71 248 130 223 136 58 134 114 44 196 176 103 101
is_linear=0
shrinkage=0.00196078


Tree=6439
num_leaves=31
num_cat=0
split_feature=4 2 123 149 3 14 52 14 131 482 10 43 12 12 133 4 16 4 12 149 51 2 42 2 49 483 13 403 403 12
split_gain=0.441202 0.140454 0.111321 0.100868 0.0621065 0.0599362 0.0508942 0.0504495 0.0471883 0.0747878 0.0952379 0.0602088 0.0464449 0.0506819 0.0425467 0.0604792 0.0418803 0.0639033 0.063518 0.0552245 0.0548513 0.0770015 0.0590513 0.0518163 0.0763656 0.0515745 0.0454838 0.0599879 0.137225 0.0559194
threshold=0.36766000000000004 0.14285500000000004 1.0000000180025095e-35 0.07770500000000001 0.30112000000000005 -0.10708499999999999 0.12492500000000002 -0.47013499999999991 0.10033500000000002 0.090355000000000005 -0.079859999999999987 0.0061450000000000003 0.10388500000000002 -0.042789999999999988 -0.030254999999999994 0.010840000000000001 -0.071359999999999993 0.024790000000000003 -0.083994999999999986 0.079000000000000015 -0.41904999999999998 0.10222000000000002 -0.0060199999999999993 0.11237500000000002 -0.013914999999999999 0.085510000000000017 0.0036400000000000004 -0.53101999999999994 -0.53960999999999981 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 7 -2 9 10 -9 -12 13 -3 -4 -16 23 18 -18 -20 -19 22 -22 24 -7 26 27 28 -26 -28
right_child=3 12 14 -5 -6 16 -8 8 -10 -11 11 -13 -14 -15 15 -17 17 20 19 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.01112592959155639 0.0054293995552385857 0.0036505527154076845 0.0077417484416704005 0.0083106249169860452 0.0027113029718748294 0.0041597138230919086 0.0064509425966484159 -0.0051677233106844755 0.005402034223484605 0.0060496403805344653 0.0017456165289432052 -0.0033975230529904366 0.0049295655304066295 -0.0027829708345234396 0.0044003381073413738 -0.00054294285752500102 0.00092191896401345736 0.0060737810282068053 0.0065067272958728483 0.01135286607410914 0.00065524431411176929 -0.0029111846257001161 0.0073102021372566627 0.010930057382211089 0.0080435058895474004 0.010252838588829312 0.0034957525337656102 0.0076212187064074793 -0.0017429505677326867 0.0072554642297601437
leaf_weight=30 30 24 24 27 40 89 23 30 23 23 145 27 41 25 99 33 20 89 1163 24 24 20 30 34 38 53 74 711 23 85
leaf_count=30 30 24 24 27 40 89 23 30 23 23 145 27 41 25 99 33 20 89 1163 24 24 20 30 34 38 53 74 711 23 85
internal_value=0 0.0063324 0.0064618 0.00245542 0.00662062 0.006683 0.00193021 0.00155619 0.00108765 0.000646628 3.14335e-05 0.000938263 0.00244612 0.000368143 0.00386871 0.00316452 0.00662919 0.00625957 0.00651055 0.00660471 0.00440107 0.0023893 0.00435244 0.00708662 0.00696483 0.00721855 0.00704581 0.00736302 0.00435353 0.00550566
internal_weight=0 2793 2703 328 2547 2507 301 278 248 225 202 172 90 49 156 132 2477 1370 1207 1187 163 74 54 1107 1073 984 931 772 61 159
internal_count=3121 2793 2703 328 2547 2507 301 278 248 225 202 172 90 49 156 132 2477 1370 1207 1187 163 74 54 1107 1073 984 931 772 61 159
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 2 2 4 0 2 12 11 4 47 47 1 4 3 12 50 3 1 40 4 0 49 1 2
split_gain=18.7056 2.25525 1.90042 1.23519 1.19587 0.93535 0.640887 0.633612 0.652834 0.546669 0.422842 0.370752 0.312418 0.307111 0.305618 0.269118 0.243176 0.213917 0.210383 0.275288 0.186362 0.177527 0.160026 0.151382 0.147693 0.144923 0.141653 0.153407 0.193958 0.134444
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.04735000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.16363499999999997 -0.079119999999999982 0.11389000000000002 0.13597000000000004 1.0000000180025095e-35 -0.062539999999999984 0.091680000000000011 0.077555000000000013 0.122185 -0.064054999999999987 0.090900000000000009 0.092655000000000015 0.041865000000000006 -0.14847999999999997 0.12408500000000001 -0.077714999999999992 -0.008819999999999998 -0.067094999999999988 -0.066019999999999981 0.10124500000000002 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 17 7 10 24 -9 -5 13 16 22 -4 -10 26 18 25 -1 -20 -8 29 -12 -16 -3 -2 27 28 -11 -7
right_child=1 5 6 9 -6 21 20 8 14 15 12 -13 -14 -15 23 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087417288111434402 0.0008624092062009469 0.00035379066777239048 0.00086747195178955925 0.00081718196688310618 0.00041524256778477234 0.00020000706967900406 0.00080517802728352205 0.00074451596108304351 0.00064394862767583739 0.00074306247148284296 0.00090102774835098577 0.0005503875593556865 0.00059247256615777423 0.0010020433706751464 0.00043191437416059995 0.00069591559394298667 0.00097247627843226694 0.00060097182434344404 0.00079063052515021895 0.00055974670608568695 0.00069860376999936592 0.0003362447715913638 0.00080753467185163742 0.00029759588379301533 0.00019457484085684995 0.00069358860418595786 0.00036609302935668668 0.00045868187749181831 0.00047961304905145218 2.6770243139669689e-05
leaf_weight=69 46 42 1184 31 74 61 120 28 21 22 82 22 24 69 108 31 33 32 84 26 133 26 497 46 48 34 27 56 21 24
leaf_count=69 46 42 1184 31 74 61 120 28 21 22 82 22 24 69 108 31 33 32 84 26 133 26 497 46 48 34 27 56 21 24
internal_value=0 0.000430003 0.000817697 0.000697584 0.000608666 0.000347747 0.000841732 0.000405817 0.00046653 0.000579234 0.000854351 0.000792669 0.000811689 0.000874883 0.000422052 0.000532251 0.000817811 0.000736464 0.000789298 0.000736058 0.000749153 0.000194462 0.000820775 0.000391793 0.000268876 0.00079066 0.000491984 0.000526318 0.000614401 0.000151093
internal_weight=0 590 2531 422 186 404 2109 293 203 188 1856 234 603 1253 175 157 212 112 179 110 253 111 579 154 90 80 126 99 43 85
internal_count=3121 590 2531 422 186 404 2109 293 203 188 1856 234 603 1253 175 157 212 112 179 110 253 111 579 154 90 80 126 99 43 85
is_linear=0
shrinkage=0.00196078


Tree=6441
num_leaves=31
num_cat=0
split_feature=1 1 4 1 12 3 131 2 2 0 0 52 52 131 15 1420 1429 133 16 43 1 13 14 16 11 4 0 156 48 12
split_gain=0.439664 0.0850644 0.0740515 0.0628881 0.0759804 0.063501 0.0529765 0.0519984 0.0484641 0.0860904 0.0529234 0.0484025 0.0484171 0.048127 0.0463036 0.0454739 0.0708874 0.0973965 0.0700588 0.0621917 0.0574919 0.0534853 0.0573409 0.0513327 0.0460524 0.0575259 0.0526536 0.0444749 0.0442559 0.0616804
threshold=0.10920500000000001 0.14262000000000002 -0.010655 0.089770000000000016 0.087215000000000015 -0.079979999999999982 0.095715000000000008 0.25063000000000007 0.10774000000000002 0.034820000000000011 -0.076899999999999982 -0.012164999999999999 -0.53964499999999982 0.093840000000000021 0.035560000000000008 -0.052439999999999994 0.084770000000000012 0.085265000000000021 0.19444000000000003 -0.081944999999999976 0.083835000000000007 -0.15714499999999998 0.080160000000000023 0.25792000000000009 0.080320000000000016 -0.39518999999999993 -0.068604999999999985 -0.087199999999999986 -0.035774999999999994 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 8 5 -5 -4 13 15 10 -10 12 -2 -3 28 27 18 -18 21 -19 23 -17 24 -20 25 -23 -27 -1 -7 -30
right_child=1 7 6 4 -6 14 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 19 20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0061994612500395471 0.0089717387753937925 0.0031266007962757075 0.0027169132394016041 0.00023059658552109102 0.0065304634971094832 0.00061544258820099963 0.006517773988612351 -0.0037682017218321562 0.0023222821340823431 6.4410999227591134e-05 0.0067413966702711686 0.0093826033527765317 0.0033927333098836242 -0.0024446112313307824 0.0091189409727635597 0.011909333608396676 4.7380496430883398e-05 0.0099951319729111032 -0.0011590078981085258 0.0028901832707395607 0.0086950196545909752 0.011674355771034383 0.010832861457497647 0.0047140090012639437 0.0021816631674300879 0.0070228648273433468 0.0029800646091726695 0.011828944883826707 0.0033087923806306208 0.0071048119779382095
leaf_weight=23 21 69 289 34 342 27 42 20 32 27 177 33 60 20 23 23 36 28 22 22 22 26 39 46 20 1355 33 36 98 76
leaf_count=23 21 69 289 34 342 27 42 20 32 27 177 33 60 20 23 23 36 28 22 22 22 26 39 46 20 1355 33 36 98 76
internal_value=0 0.00334298 0.00395625 0.00644925 0.00555306 0.00425744 0.0031992 0.000839259 0.00672262 0.0053783 0.00606479 0.00615435 0.00483914 0.00187464 0.00486866 0.0069059 0.00680962 0.00401341 0.00696124 0.00686895 0.00425152 0.00712426 0.00704954 0.00281392 0.00694665 0.00701404 0.00692675 0.0096344 0.00438231 0.00496682
internal_weight=0 554 445 2567 600 258 331 109 1967 236 209 114 81 89 224 1731 1672 86 1586 50 90 1496 1473 68 1434 1414 1388 59 201 174
internal_count=3121 554 445 2567 600 258 331 109 1967 236 209 114 81 89 224 1731 1672 86 1586 50 90 1496 1473 68 1434 1414 1388 59 201 174
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=31
num_cat=0
split_feature=1 52 2 1 2 0 2 2 43 11 2 4 2 12 2 1 3 150 160 50 3 15 3 43 1 52 475 3 16 1
split_gain=22.7282 2.77131 2.26737 1.95303 1.33552 1.02002 1.01513 0.881726 0.607605 0.599548 0.597026 0.759856 0.546773 0.360932 0.341682 0.410723 0.290026 0.262309 0.234959 0.229538 0.211159 0.204988 0.18577 0.185364 0.178258 0.176068 0.182527 0.363633 0.171655 0.171265
threshold=0.10752500000000002 -0.40967499999999996 0.10045500000000002 0.12408500000000001 -1.0000000180025095e-35 -0.13027499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.14285500000000004 0.40945500000000007 0.14285500000000004 0.09320500000000001 0.089885000000000007 0.088975000000000012 0.10732000000000001 1.0000000180025095e-35 -0.067824999999999983 0.086295000000000011 -0.015584999999999998 -0.41942499999999994 -0.016324999999999996 -0.086909999999999987 0.091195000000000012 -0.56176499999999996 -0.076304999999999984 -0.10831999999999999 0.0028900000000000006 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 8 17 7 20 -1 14 11 -5 16 28 24 -16 25 -4 -13 21 -3 -12 -20 -8 -6 -7 -27 -28 -11 -10
right_child=1 3 5 10 9 12 23 -9 29 13 19 18 -14 -15 15 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00054796982887457535 0.00094554022866852425 0.0006682466767749199 0.00072064824012759462 0.00058152319301629199 0.00098598616211194789 0.0010209716736951614 0.0003322359585732806 0.00090957703775182896 0.0010067068715166755 0.0011085780190513712 0.00030648751053906955 0.00048861936724175321 0.00062541707848478396 0.00090023738841746997 0.00093181289513002508 0.00071967379563662027 0.00065735935885379785 0.00050383397141522276 0.00038625900777114209 0.0004126071303239534 0.00039018575766451661 0.00011453208336652274 0.00018604901465898502 0.0005151448229100547 0.00092452129794619124 0.00099596759852241062 0.00069427134013414784 0.0008829749374655052 0.0013037828878424633 0.00075628653196504916
leaf_weight=42 49 21 45 66 1106 33 25 53 21 43 35 22 38 22 458 38 23 41 28 22 21 55 49 144 217 40 46 268 29 21
leaf_count=42 49 21 45 66 1106 33 25 53 21 43 35 22 38 22 458 38 23 41 28 22 21 55 49 144 217 40 46 268 29 21
internal_value=0 0.000499014 0.000926368 0.000458571 0.000956716 0.000812876 0.000579248 0.000741418 0.000714733 0.000967341 0.000343558 0.000418556 0.000850423 0.00112004 0.00095945 0.00091556 0.000871278 0.000617283 0.000309912 0.000233069 0.000529216 0.000189181 0.000258853 0.000488087 0.000975905 0.000883991 0.000871222 0.00085533 0.0011872 0.000881497
internal_weight=0 590 2531 541 1997 534 264 95 84 1913 277 165 448 94 1819 496 410 86 99 112 42 90 77 169 1323 387 354 314 72 42
internal_count=3121 590 2531 541 1997 534 264 95 84 1913 277 165 448 94 1819 496 410 86 99 112 42 90 77 169 1323 387 354 314 72 42
is_linear=0
shrinkage=0.00196078


Tree=6443
num_leaves=31
num_cat=0
split_feature=1 4 1 12 159 49 13 15 151 4 3 2 51 1 16 158 12 157 3 41 11 157 3 51 483 13 15 52 160 11
split_gain=0.446831 0.0832359 0.0607646 0.0731454 0.054007 0.0610159 0.0535786 0.0662254 0.0516882 0.0556412 0.0722906 0.047943 0.0450875 0.0427605 0.0420775 0.0405507 0.0397427 0.0507287 0.0578885 0.0464749 0.0596385 0.0583815 0.0780682 0.0461452 0.0491732 0.104562 0.0430768 0.0536165 0.0517895 0.0511317
threshold=0.10920500000000001 0.26450500000000005 0.089770000000000016 0.087215000000000015 0.082585000000000006 0.14321000000000003 -0.090799999999999978 0.050935000000000008 0.079100000000000018 -0.17966999999999997 -0.083154999999999993 0.13404500000000005 0.087305000000000008 0.15471500000000002 0.11346000000000002 0.089460000000000012 0.087765000000000024 -0.089089999999999989 0.092670000000000016 0.077565000000000009 1.0000000180025095e-35 -0.077664999999999998 -0.084144999999999984 0.092790000000000011 0.089245000000000005 -0.085384999999999975 -0.15026499999999995 0.10611000000000001 -0.46009499999999998 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 6 5 -2 -4 8 9 -8 -11 16 -12 -3 -13 -6 17 -1 23 20 21 22 -18 24 26 -26 -19 29 -29 -28
right_child=1 13 3 -5 15 -7 7 -9 -10 10 12 14 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.010458390615234266 0.0060853832141148628 0.0026439331632644434 0.00031920755101399946 0.0065989479975542059 0.00085104039523153105 0.00050477384039285505 0.0092616675682365892 0.010378899089992047 -0.00047885841922834516 -0.0014364311937242746 0.0041882656829936122 0.00094465690557486736 0.0089362912268067408 -0.0010927233429642261 0.0068164696977676261 0.0061355855703004638 -0.0015106760298034974 0.011078220444420974 0.0032811230124049893 0.0017611646403868993 0.011920061479322612 0.0066183255973924909 0.0059277875228449274 0.010681594170343417 0.0081038635456934568 -0.00085806021183405237 0.0076194074555432367 0.0069157620580346489 0.00098691219866920538 0.0027196989230684598
leaf_weight=49 179 245 29 342 53 22 25 20 20 20 120 26 24 35 23 20 21 30 37 21 20 855 43 39 30 23 668 34 26 22
leaf_count=49 179 245 29 342 53 22 25 20 20 20 120 26 24 35 23 20 21 30 37 21 20 855 43 39 30 23 668 34 26 22
internal_value=0 0.00338939 0.00652088 0.00563996 0.00462849 0.00547457 0.00436874 0.00488156 0.0043555 0.00486707 0.00419716 0.00678959 0.0049796 0.00217685 0.00370081 0.00229886 0.0068685 0.00732418 0.00715523 0.00641378 0.00651783 0.00640026 0.00348704 0.00731961 0.00716221 0.00421473 0.00736249 0.00721386 0.00434659 0.00746318
internal_weight=0 554 2567 600 274 201 258 229 209 189 164 1967 144 280 49 73 1918 958 909 960 939 919 64 872 833 53 780 750 60 690
internal_count=3121 554 2567 600 274 201 258 229 209 189 164 1967 144 280 49 73 1918 958 909 960 939 919 64 872 833 53 780 750 60 690
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=31
num_cat=0
split_feature=1 2 12 150 0 151 97 44 3 132 15 4 4 0 16 1 3 4 34 124 130 12 474 2 2 1 49 159 2 133
split_gain=0.371079 0.101606 0.0593818 0.0629822 0.0540374 0.0805888 0.0529924 0.0532016 0.0503511 0.0665761 0.055539 0.073837 0.0479289 0.0905831 0.0669019 0.0677358 0.0552931 0.051681 0.0468877 0.050882 0.0605274 0.0426864 0.060232 0.042613 0.041915 0.11291 0.0605999 0.0507164 0.0458831 0.0631701
threshold=0.12000500000000001 0.10005000000000001 0.087505000000000013 1.0000000180025095e-35 -0.23091999999999999 -0.0033899999999999994 -0.083924999999999986 1.0000000180025095e-35 0.30112000000000005 0.10365500000000001 -0.41396999999999995 0.27834500000000006 -0.39518999999999993 -0.066089999999999996 0.25084500000000004 0.07635500000000002 0.092670000000000016 -0.111605 -0.038779999999999995 0.05852000000000001 -0.0060099999999999989 0.097145000000000023 0.037915000000000011 0.13622000000000004 0.087625000000000022 0.089625000000000024 -0.090734999999999982 0.11389500000000001 0.087245000000000003 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 23 -5 -6 -1 12 18 10 -10 -12 14 16 15 -8 24 -15 -2 20 -20 22 -4 -3 26 -26 -14 28 -28 -30
right_child=8 2 21 4 5 -7 7 -9 9 -11 11 -13 13 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.002120556113677043 -0.00050668442448968014 0.0051067955733283031 0.0059628962368393941 0.0054560641382032865 0.0022371962130087997 -0.0052525360463187105 0.0074367746818237573 0.011292330001015217 0.0026776341382752766 0.00436628673591518 0.00016987466253340247 -0.0079820172331528747 0.010982259482355608 -0.0013226092837396123 0.0051895079545728447 0.0149760882624171 0.0023411396173508587 0.0042514513339619959 -0.0001122751979735391 -0.0011112862443994908 0.0048628095252355799 0.0046601248286917219 0.011399650620296598 0.00035972157271490211 0.0058640058875150999 -0.0014175252353941853 0.0064602551494665457 0.0025762915829545818 0.011919466385410893 0.0050181430498404166
leaf_weight=33 33 190 135 26 51 20 26 20 22 28 25 20 31 21 36 22 37 80 29 21 156 234 24 21 665 22 1004 32 36 21
leaf_count=33 33 190 135 26 51 20 26 20 22 28 25 20 31 21 36 22 37 80 29 21 156 234 24 21 665 22 1004 32 36 21
internal_value=0 0.005746 0.00470442 0.00366477 0.00155571 0.000127412 0.00609602 0.00615992 0.00221873 0.000271268 -0.00144008 -0.00345319 0.00610943 0.00600863 0.00844824 0.0108923 0.006168 0.00309249 0.00299282 0.00355342 0.00408293 0.00551922 0.00678354 0.00463434 0.00624619 0.00563083 0.0066223 0.00649865 0.00661694 0.00937687
internal_weight=0 2787 701 308 97 71 2086 2053 334 95 67 45 2033 1949 84 48 1848 101 239 206 185 393 159 211 1811 687 1124 1093 1061 57
internal_count=3121 2787 701 308 97 71 2086 2053 334 95 67 45 2033 1949 84 48 1848 101 239 206 185 393 159 211 1811 687 1124 1093 1061 57
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 4 2 14 2 4 50 47 49 2 2 0 14 15 2 47 14 47 3 0 16 3 49
split_gain=28.9022 3.28775 3.06141 2.73214 1.54681 1.47685 1.00457 0.813834 0.634967 0.578119 0.546659 0.489553 0.443439 0.437281 0.409894 0.359015 0.337228 0.300537 0.314139 0.297388 0.289934 0.289032 0.280778 0.279247 0.262276 0.257059 0.234542 0.225086 0.247818 0.201497
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.092550000000000007 -0.16363499999999997 0.033845000000000007 -1.0000000180025095e-35 0.076175000000000007 0.11389000000000002 -0.062539999999999984 0.041865000000000006 0.091680000000000011 -0.012034999999999999 0.12358500000000001 0.089005000000000015 -0.13027499999999997 0.062655000000000016 -0.081924999999999984 0.10803500000000001 0.077555000000000013 -0.46166999999999997 0.090280000000000013 0.088060000000000013 -0.10011499999999998 0.15273500000000004 0.092670000000000016 -0.085174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 11 15 10 -6 16 -2 17 19 -11 20 29 -5 26 -4 -19 22 -3 -14 27 -23 -17 -25 -8 28 -1 -9
right_child=1 13 6 5 7 -7 8 14 -10 12 -12 -13 21 -15 -16 24 -18 18 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083342659926297611 0.00026454210398560549 0.0001463486402814473 0.00097888226077163859 0.00059059104608262286 0.00091199182930586835 0.00040623325997309463 0.0010989528065083794 0.00068997715910275781 0.00076119302921418951 0.00071369657714630405 0.0011764758600261642 0.00058210443965957877 0.00060309503809222815 0.00035692948471751745 0.00076632430584916281 0.0010240655830677818 0.00069276204382758607 0.00069979573683995821 0.00092804259007224304 0.0011052201430640331 -0.00010086197508392502 0.00055744539069778787 0.0010351195431901714 0.00024748682505868538 0.00080548959403080247 0.00042408492823018561 0.00090837033799519079 0.00096749569206196228 0.00060769900685940048 0.00047957745339829267
leaf_weight=100 93 76 973 20 31 44 26 21 142 22 47 22 28 30 31 32 27 25 319 22 24 30 31 56 62 73 550 36 23 105
leaf_count=100 93 76 973 20 31 44 26 21 142 22 47 22 28 30 31 32 27 25 319 22 24 30 31 56 62 73 550 36 23 105
internal_value=0 0.00042464 0.000906555 0.000502452 0.000754105 0.00071137 0.000937059 0.000621665 0.000879155 0.00039315 0.000968686 0.00086051 0.000450377 0.000149305 0.000564339 0.000829143 0.000906934 0.00096127 0.000911455 0.000889402 8.70181e-05 0.000419398 0.000864412 0.000387049 0.000879898 0.000347422 0.000916973 0.000831129 0.000791217 0.000514644
internal_weight=0 590 2531 460 422 158 2109 188 745 302 1364 234 209 130 157 114 603 1317 344 212 100 187 190 159 94 129 576 159 123 126
internal_count=3121 590 2531 460 422 158 2109 188 745 302 1364 234 209 130 157 114 603 1317 344 212 100 187 190 159 94 129 576 159 123 126
is_linear=0
shrinkage=0.00196078


Tree=6446
num_leaves=31
num_cat=0
split_feature=1 12 483 132 1375 4 14 43 3 49 0 124 4 0 3 132 15 1 16 123 43 3 2 15 4 0 44 48 151 158
split_gain=0.391006 0.106327 0.0762602 0.0669338 0.0694522 0.0603601 0.0483071 0.0574025 0.061242 0.0558944 0.0548028 0.0537673 0.0794431 0.048126 0.0476121 0.0554976 0.0458621 0.0708007 0.044297 0.043192 0.0395813 0.038977 0.0691947 0.059029 0.0523762 0.0830951 0.0344598 0.0459933 0.0325997 0.0393203
threshold=0.12000500000000001 0.078300000000000008 -0.070084999999999981 0.092395000000000019 -0.27302499999999996 0.053180000000000012 0.078320000000000015 -0.078654999999999989 0.12178000000000001 -0.026779999999999995 -0.062764999999999974 -0.087524999999999978 -0.0043399999999999992 0.041630000000000007 0.30112000000000005 0.10365500000000001 -0.41396999999999995 0.13927000000000003 -0.39185999999999993 0.10695000000000002 -0.072864999999999985 -0.13309499999999996 0.081685000000000021 -1.0000000180025095e-35 -0.14098499999999997 0.15398500000000004 0.081805000000000017 -0.024949999999999996 0.0014250000000000003 0.084475000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 21 7 10 26 -10 11 -6 -13 -12 18 16 -16 -18 -2 20 -20 22 -3 -24 25 -23 27 -9 29 -7
right_child=14 5 3 -5 6 28 -8 8 9 -11 13 12 -14 -15 15 -17 17 -19 19 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010069693095982074 0.0012694349504865545 0.012446555888487233 -0.00071135123219826955 -0.0005299389774266344 0.0054258427634421326 0.0037967237445730301 0.0097234114381717519 0.0024957501838032744 0.0064809864786054411 -4.482738873256105e-05 0.0088433586619794374 0.0032269124768821429 -0.0035945907032357591 0.0029463320880407286 0.0025231723377311774 0.0040826416108757256 0.00049978533759713177 -0.0074827347300015397 0.0025703130256650702 -1.8544148241000422e-05 0.0062152938252486491 -0.0013530526239343959 0.0022858679507170685 0.0077786639921957239 0.0063266268746604614 0.007058325029599171 0.01002123878337443 0.0062523354613273022 0.008716696176561527 0.0065452697699968244
leaf_weight=25 92 27 23 26 27 195 20 38 21 35 25 38 31 31 22 28 25 20 49 22 76 23 23 131 1684 24 20 229 20 71
leaf_count=25 92 27 23 26 27 195 20 38 21 35 25 38 31 31 22 28 25 20 49 22 76 23 23 131 1684 24 20 229 20 71
internal_value=0 0.00585832 0.00466513 0.00442556 0.00466505 0.00617806 0.00490516 0.00471048 0.00542735 0.00240235 0.00309282 0.00164258 0.000162179 0.00557893 0.00223758 0.000343828 -0.00121866 -0.003048 0.00299033 0.00406734 0.00478646 0.00638073 0.007777 0.00695831 0.00623473 0.00294212 0.00601759 0.00571769 0.00482311 0.00453036
internal_weight=0 2787 589 564 538 2198 515 495 343 56 152 96 69 56 334 95 67 45 239 147 125 1912 181 154 1731 47 287 267 286 266
internal_count=3121 2787 589 564 538 2198 515 495 343 56 152 96 69 56 334 95 67 45 239 147 125 1912 181 154 1731 47 287 267 286 266
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=31
num_cat=0
split_feature=1 2 48 12 13 42 13 11 11 2 0 400 52 4 15 2 0 151 3 2 1424 158 1444 43 0 0 16 1 51 13
split_gain=0.316715 0.091553 0.0605836 0.0513893 0.0734813 0.056139 0.047361 0.04718 0.0746615 0.0647959 0.0600117 0.0463519 0.045163 0.0436486 0.0480924 0.0434654 0.0422953 0.0422115 0.0415525 0.0398454 0.0368864 0.0382712 0.0436024 0.0565763 0.0443905 0.0573806 0.0919758 0.0699965 0.0452882 0.0416656
threshold=0.12000500000000001 0.10045500000000002 0.13438000000000003 -0.083994999999999986 -0.0072999999999999992 0.09112000000000002 -0.23438999999999996 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.07384499999999998 -0.070649999999999991 -0.020999999999999994 0.42051500000000003 -0.41396999999999995 0.14753000000000002 0.12500000000000003 -0.098364999999999994 -0.014944999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.080150000000000013 -0.081494999999999998 -0.50216499999999986 -0.11013499999999998 -0.14226499999999997 -0.23935499999999996 0.081670000000000006 0.0038750000000000004 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -5 9 -9 10 -1 -8 -10 15 -15 19 20 -13 -12 -2 21 22 -11 -24 25 27 -27 -25 -29 -26
right_child=13 2 -4 6 -6 -7 11 8 12 16 18 17 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 29 26 -28 28 -30 -31
leaf_value=0.0065039137743638249 0.00014465709349938802 0.0070667084571423722 -0.001014642927440859 0.0016914161716830797 -0.0029959560460632757 0.0010775703368434573 0.00030985980178229513 0.012153556343400852 0.0088555845496011889 0.0013148664461018948 0.0031735583293167032 0.0093116034443179781 0.0022157253653165838 0.001737946952405439 -0.0024633176305464341 0.0006702125590751307 0.0098042817010233815 0.0050175182333488571 -0.0023634080218313184 0.0049240395092762538 0.009852223203051836 0.0068220293595799182 0.009256136555249166 0.010382476802915335 0.0056958615352871002 0.004442718555219472 -0.0043120780697790909 0.00095208482322932202 0.0059024966029461385 0.0039533000505221948
leaf_weight=29 21 29 21 46 21 34 20 28 20 26 33 24 21 123 35 52 24 496 23 103 20 206 38 20 1330 30 20 33 42 153
leaf_count=29 21 29 21 46 21 34 20 28 20 26 33 24 21 123 35 52 24 496 23 103 20 206 38 20 1330 30 20 33 42 153
internal_value=0 0.00527248 0.00427427 0.00444004 0.00212687 0.00383448 0.00477162 0.00560157 0.00817307 0.00551404 0.00281156 0.00503401 0.00545468 0.00201382 0.000807287 0.00309696 0.00563232 0.00521571 0.000899447 0.00411463 0.00558012 0.0055351 0.00537842 0.00544184 0.0053528 0.00368285 0.0009408 0.00512603 0.00372432 0.00551608
internal_weight=0 2787 691 670 84 63 586 2096 69 2027 85 540 41 334 158 176 1942 520 56 124 1918 1898 1692 1666 1628 145 50 95 75 1483
internal_count=3121 2787 691 670 84 63 586 2096 69 2027 85 540 41 334 158 176 1942 520 56 124 1918 1898 1692 1666 1628 145 50 95 75 1483
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 3 2 3 42 2 52 48 14 3 2 13 3 3 0 15 4 1 159 4 52 42 13 158 47
split_gain=17.523 3.10903 1.67933 1.44204 1.08693 0.934511 0.492112 0.450378 0.446833 0.438331 0.427117 0.377269 0.300161 0.297138 0.285327 0.269966 0.207602 0.199035 0.225635 0.192946 0.346167 0.204065 0.190295 0.176709 0.152965 0.152172 0.147348 0.383481 0.145303 0.141865
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.31370500000000007 0.11474000000000002 0.076840000000000006 -0.076394999999999977 0.14122000000000004 0.048770000000000008 -0.015314999999999997 0.062655000000000016 -0.010424999999999999 -0.090999999999999984 -0.47860499999999995 -0.14186499999999996 -0.10217499999999997 -0.11173999999999999 -0.10469999999999999 0.0082450000000000006 0.13707500000000003 0.082585000000000006 -0.036839999999999991 0.092650000000000024 0.084050000000000014 -0.043669999999999994 0.083705000000000016 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 29 13 8 -6 14 -5 12 16 -7 15 22 -1 -8 -14 -19 20 -17 26 -4 25 -2 -20 -21 -28 -25 -3
right_child=1 2 6 9 7 10 11 -9 -10 -11 -12 -13 17 -15 -16 19 -18 18 23 21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.00063625307348614917 0.00090385724691783675 0.00041383099426026192 0.00044172433764023386 0.00083663320146243662 0.00075322728417197163 0.00059299011617363283 0.0001923640270686221 0.00045475440597102652 0.00051866998465037819 0.00051659605276249004 0.0005794668840516104 0.00035203984372463883 0.00087937943783460886 0.00099037091455679766 0.00016981656857410754 0.00093563305871451606 -4.7789559663072518e-05 0.00061481124240588523 0.00074425408503857446 0.00088804556107731835 0.00068520151450157565 0.00075446834020754866 0.00026307928670751796 0.00097923889558274566 0.00071342044260377198 0.00081268130654172646 0.00085529225056231331 0.00060308933185011728 0.00080963992773587523 0.00055495233471304466
leaf_weight=22 50 190 52 21 77 30 31 26 50 76 41 32 90 62 43 32 25 30 275 626 63 66 41 31 24 229 678 24 52 32
leaf_count=22 50 190 52 21 77 30 31 26 50 76 41 32 90 62 43 32 25 30 275 626 63 66 41 31 24 229 678 24 52 32
internal_value=0 0.000462925 0.000416083 0.000820172 0.000511411 0.000829838 0.000303012 0.000677885 0.00036017 0.000585882 0.000774252 0.000182203 0.000785088 0.000857331 0.000301897 0.000851872 8.51526e-05 0.000793239 0.000780674 0.000855058 0.000769557 0.000860885 0.000362967 0.000789151 0.000842094 0.000775345 0.000866174 0.00084667 0.000872984 0.000434173
internal_weight=0 673 599 2448 325 2351 274 103 186 97 778 88 737 1573 136 1511 56 707 617 1489 95 1394 93 587 74 504 1328 702 83 222
internal_count=3121 673 599 2448 325 2351 274 103 186 97 778 88 737 1573 136 1511 56 707 617 1489 95 1394 93 587 74 504 1328 702 83 222
is_linear=0
shrinkage=0.00196078


Tree=6449
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 150 2 150 4 2 1 14 157 13 15 47 3 16 4 16 52 4 147 15 4 0 3 4
split_gain=15.8001 2.00923 1.61785 1.49518 1.13446 0.759856 0.608176 0.454792 0.432323 0.413318 0.319411 0.282823 0.273444 0.246582 0.243087 0.294139 0.227538 0.17542 0.173783 0.170759 0.165475 0.159912 0.159572 0.149223 0.148305 0.143383 0.140522 0.208486 0.147707 0.142711
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.069009999999999974 0.08864000000000001 0.13075500000000004 0.095330000000000012 1.0000000180025095e-35 0.14285500000000004 -0.045534999999999992 0.23246000000000003 0.098035000000000011 0.16175000000000003 0.076175000000000007 -0.071119999999999989 -0.0030199999999999997 0.13592500000000005 0.078345000000000012 -0.13309499999999996 -0.066924999999999985 0.052250000000000012 -0.12029499999999999 -0.53964499999999982 0.024790000000000003 0.088610000000000008 0.024640000000000006 -0.17966999999999997 -0.23194499999999998 0.084940000000000015 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 24 13 9 14 -6 16 26 -7 20 -5 17 18 -16 -8 -20 -4 -22 -2 -17 -3 -11 -1 -28 29 -29
right_child=1 5 6 8 7 12 10 -9 -10 25 -12 -13 -14 -15 15 23 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00096256183800902016 0.00090479369159617463 0.00047231708348047832 0.00085490590563963944 0.00032125283815279728 0.00046017340680817496 0.00027787778263858274 0.00090633705258369446 0.00050284354509047709 0.00030128430654264351 0.00070093134253118832 0.00055977800240119299 0.0007004584190416866 5.3387603220328975e-05 0.0009925062886665002 0.00040905757768597593 0.00075289308927417576 0.0006180647863900041 0.00058988820201431218 0.00082849031116182306 0.0007499776243545625 0.00082488041465021982 0.00067784389009902446 0.00072049322229638204 0.00054777752124138322 0.00029275500825167144 0.00088587649677898369 0.0009934694521010869 0.00092361380797612491 0.00064928770240615398 0.0007141866732833644
leaf_weight=37 24 112 1381 21 26 126 50 96 45 83 25 63 25 47 55 30 29 33 189 244 105 39 73 25 21 20 21 29 25 22
leaf_count=37 24 112 1381 21 26 126 50 96 45 83 25 63 25 47 55 30 29 33 189 244 105 39 73 25 21 20 21 29 25 22
internal_value=0 0.00045467 0.000810985 0.000564905 0.000700161 0.000335897 0.000833161 0.000605033 0.00047153 0.00068108 0.000776191 0.00080881 0.000240711 0.000852622 0.000518244 0.000547173 0.000786758 0.000476869 0.000796886 0.000784248 0.00084831 0.000785058 0.000766093 0.000659659 0.000443965 0.000736843 0.000859752 0.000820536 0.000772751 0.000833273
internal_weight=0 590 2531 306 422 284 2109 225 209 129 537 197 151 1572 164 143 512 88 483 433 1525 144 97 55 133 103 134 97 76 51
internal_count=3121 590 2531 306 422 284 2109 225 209 129 537 197 151 1572 164 143 512 88 483 433 1525 144 97 55 133 103 134 97 76 51
is_linear=0
shrinkage=0.00196078


Tree=6450
num_leaves=31
num_cat=0
split_feature=1 52 105 2 402 1456 160 454 0 124 43 43 10 1455 1455 2 49 475 3 44 3 4 151 52 457 48 0 4 13 43
split_gain=0.394812 0.105707 0.0937196 0.124271 0.0640631 0.0559196 0.0522313 0.0517863 0.0508036 0.0444322 0.0468924 0.0658472 0.0439616 0.0402528 0.0514115 0.048329 0.040847 0.0648221 0.0550057 0.0449938 0.0566214 0.0898123 0.113171 0.0430752 0.0415779 0.038785 0.0848256 0.0659457 0.0462696 0.0808009
threshold=0.10293500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 -0.049894999999999995 -0.24498999999999996 -0.037229999999999992 0.22582000000000002 0.0049200000000000008 -0.23229999999999998 -0.11278499999999998 -0.086389999999999981 -0.23681499999999997 -0.088559999999999986 0.085045000000000023 0.11560500000000001 0.068270000000000011 -0.076514999999999986 1.0000000180025095e-35 0.090900000000000009 -0.059649999999999988 -1.0000000180025095e-35 -0.13993999999999998 0.096470000000000014 0.093265000000000015 -0.062764999999999974 -0.50052499999999989 0.061215000000000012 -0.086909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 -7 -8 12 10 -9 -12 -1 -14 15 -15 17 19 -18 20 24 23 -23 -22 25 27 -27 -16 -29 -30
right_child=1 2 -4 -5 -6 6 7 9 -10 -11 11 -13 13 14 16 -17 18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0015840845694765451 0.00671080881116351 0.0080526130143553018 0.0098419540841132407 -0.0036230726525120975 -0.0013902047681140488 0.0075881495982265254 -0.001869268451506893 0.007498383595763396 0.0013122219060148514 -0.00034361151152883065 -0.0024008722551661778 0.0034739975484108033 0.0093982157663714781 -0.00030950521240415781 0.010544095283302551 0.0060422062538564207 0.0066917916223968553 0.011106372907243927 0.0025607786203512332 0.011066371025517583 0.0027330668909209118 0.0057671049493364995 -0.0047436770827819913 0.0083024612840878354 0.0094952571942189413 0.0057516400078369296 -0.0012785234104376287 0.0065636961631526719 0.0060036887302352439 0.00097576620784111149
leaf_weight=20 93 25 20 28 29 26 21 27 21 33 20 414 41 23 39 25 63 29 66 20 21 20 21 41 43 121 20 1565 145 41
leaf_count=20 93 25 20 28 29 26 21 27 21 33 20 414 41 23 39 25 63 29 66 20 21 20 21 41 43 121 20 1565 145 41
internal_value=0 0.00355961 0.00310383 0.00288752 0.0031939 0.00342878 0.00321511 0.00299433 0.00620908 0.00320108 0.00345482 0.00320327 0.00625258 0.00629241 0.00623712 0.00299868 0.00630605 0.00641089 0.00457825 0.00634595 0.0063005 0.00401476 0.000383534 0.00641605 0.00641977 0.00635128 0.00475445 0.00647706 0.00638648 0.00489538
internal_weight=0 736 643 623 595 566 541 515 2385 494 461 434 2364 2344 2303 48 2255 2126 129 2097 2077 103 41 62 1974 1931 141 1790 1751 186
internal_count=3121 736 643 623 595 566 541 515 2385 494 461 434 2364 2344 2303 48 2255 2126 129 2097 2077 103 41 62 1974 1931 141 1790 1751 186
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 2 4 2 1 14 4 1 1 13 0 14 1 159 4 2 15 1447 4 42 484 12 3 1427 52
split_gain=9.71377 1.20524 1.02567 0.919276 0.63043 0.513286 0.468345 0.367174 0.330151 0.285608 0.180982 0.152589 0.319511 0.149539 0.133815 0.121923 0.119156 0.12776 0.135023 0.110635 0.143891 0.108534 0.1059 0.103725 0.103664 0.0992401 0.098756 0.138581 0.0965172 0.0828819
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13082500000000002 0.14122000000000004 0.40124500000000002 0.089885000000000007 0.092845000000000025 0.076975000000000002 -0.013514999999999998 0.093100000000000002 0.091195000000000012 -0.16152999999999998 -0.066089999999999996 -0.46166999999999997 0.11654500000000001 0.082585000000000006 0.42642000000000008 0.13754500000000003 -0.41396999999999995 -0.082869999999999985 -0.03898999999999999 -0.11466499999999999 0.084040000000000017 -0.083994999999999986 0.11658 1.0000000180025095e-35 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 6 19 8 23 10 -4 13 14 25 29 -10 -15 -2 18 26 20 -3 -21 -16 -5 -24 -13 -18 -28 -26 -1
right_child=1 5 9 7 -6 -7 -8 -9 11 -11 -12 12 -14 15 22 -17 17 -19 -20 21 -22 -23 24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00066547875339299355 0.00045439242193270082 0.00037326434799954633 0.00057886873559940405 0.00069831155386625556 0.00040105215506120898 0.00044150840118340119 0.0004275734243724746 0.00036070744493318832 0.00047942282967652032 0.00036787977533451485 0.0007660350740842693 0.00058597169474353377 0.00038710044279962388 0.00062237465229986492 0.00076103616522717806 0.00046587605290219228 0.00028765329653718946 0.00025996946334820608 0.00024326916617668014 0.00018960849628509843 0.00019214878260504964 4.7404474268356957e-05 0.00077052862182551743 0.00056108319543480612 0.00061977744833013448 0.00068599842811522291 0.0005235268406215168 0.0003323860694380367 0.00075596702866861465 0.00055926946005037783
leaf_weight=1090 29 26 37 30 45 39 41 32 21 74 57 337 30 216 26 21 21 80 27 100 48 26 20 72 423 43 35 25 21 29
leaf_count=1090 29 26 37 30 45 39 41 32 21 74 57 337 30 216 26 21 21 80 27 100 48 26 20 72 423 43 35 25 21 29
internal_value=0 0.000343131 0.000622513 0.000416259 0.000630966 0.000235733 0.000635323 0.000543955 0.000638972 0.000438209 0.0006578 0.000610087 0.000581911 0.00065325 0.000632694 0.000608508 0.000337406 0.00031936 0.000363353 0.000195607 0.000255784 0.000160265 0.000639263 0.000601444 0.000632439 0.000597291 0.00040338 0.000443885 0.000626219 0.000662726
internal_weight=0 590 2531 351 2420 239 2375 134 2334 111 1413 921 410 1356 511 237 217 188 108 200 74 126 490 102 464 380 81 60 444 1119
internal_count=3121 590 2531 351 2420 239 2375 134 2334 111 1413 921 410 1356 511 237 217 188 108 200 74 126 490 102 464 380 81 60 444 1119
is_linear=0
shrinkage=0.00196078


Tree=6452
num_leaves=31
num_cat=0
split_feature=1 12 2 1 4 3 132 3 47 4 14 43 0 1 131 16 1420 3 3 16 475 16 13 43 4 43 131 484 1454 3
split_gain=0.371743 0.100901 0.0679874 0.0708175 0.0536746 0.0471314 0.0504613 0.0649605 0.0451134 0.0445294 0.0456115 0.0479454 0.0409345 0.0702745 0.0641665 0.0447064 0.0644365 0.0579405 0.0641929 0.0613408 0.0588821 0.05012 0.042979 0.0537335 0.0495889 0.0442243 0.0735321 0.0468492 0.0449529 0.0403792
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.089625000000000024 0.053180000000000012 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.077555000000000013 0.49041500000000005 -0.45687499999999998 -0.087734999999999994 -0.092404999999999973 0.089175000000000018 0.077555000000000027 -0.0068949999999999992 -0.083279999999999979 -0.23446499999999998 -0.12711499999999995 0.63167000000000006 -0.07550999999999998 -0.0083599999999999976 0.0049450000000000006 -0.43469499999999994 -0.08713499999999999 -0.092909999999999979 0.098515000000000005 0.12148500000000002 0.096235000000000015 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 12 9 7 -7 -1 -2 -11 -12 13 14 -3 21 -17 19 -19 -18 -20 22 25 -24 -25 26 -14 28 -27 -22
right_child=5 4 -4 -5 -6 6 -8 -9 -10 10 11 -13 15 -15 -16 16 17 18 20 -21 29 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0057260745523454648 0.0041941152501553166 0.0074594197870968028 -0.00079877202039245867 0.0040261177933814769 0.0048516103963024103 0.00094878251227189082 0.0041577816009521484 -0.005814168499782682 0.0098667809296579621 0.005698446517344565 0.0045994619285920635 -0.0010541736225908001 0.013107958438168109 0.0023968191614941411 0.012494272300973535 0.010282153603083526 0.011101064668764593 7.646641935463306e-05 0.0072207126748001227 0.0046919745842127934 0.0053638212342509463 0.010547757345484569 0.0078915656364353555 -0.00074010463198646902 0.0047191494862981742 0.0064858892750224405 0.0055005620335577994 0.010683458567095492 0.0016895059117814526 0.0031511880586470435
leaf_weight=174 139 162 22 362 286 49 26 20 31 20 20 60 27 23 30 26 32 27 101 28 205 30 44 20 99 850 24 26 20 138
leaf_count=174 139 162 22 362 286 49 26 20 31 20 20 60 27 23 30 26 32 27 101 28 205 30 44 20 99 850 24 26 20 138
internal_value=0 0.00581784 0.0046555 0.00486713 0.00612932 0.00228742 0.000403256 -0.00101149 0.00635223 0.00303636 0.00142708 0.000359235 0.00632044 0.00762038 0.00824612 0.00615574 0.00542145 0.00518345 0.00481062 0.00811016 0.00509851 0.00651452 0.00640551 0.00490566 0.00380163 0.00666367 0.00952801 0.00650063 0.00637563 0.00447361
internal_weight=0 2787 589 567 2198 334 95 69 205 239 100 80 1912 215 192 1697 557 531 471 60 444 1140 1110 163 119 947 51 896 870 343
internal_count=3121 2787 589 567 2198 334 95 69 205 239 100 80 1912 215 192 1697 557 531 471 60 444 1140 1110 163 119 947 51 896 870 343
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=31
num_cat=0
split_feature=4 2 123 149 3 52 3 12 0 0 3 42 13 160 15 15 48 1447 3 3 4 0 0 1 52 42 1208 15 52 49
split_gain=0.306223 0.100625 0.0998606 0.0917293 0.0632599 0.0440911 0.0501177 0.0550546 0.0619543 0.0617002 0.0560396 0.0429246 0.0609873 0.0523017 0.0417703 0.0609955 0.0598209 0.0792859 0.0506608 0.118012 0.0757558 0.0593595 0.110191 0.0804546 0.0500291 0.0474552 0.0502156 0.0460627 0.0469634 0.0458305
threshold=0.36766000000000004 0.17025000000000004 1.0000000180025095e-35 0.07770500000000001 0.20828500000000003 0.12354000000000001 -0.14477499999999996 0.095330000000000012 -0.10151999999999999 -0.17169499999999996 -0.010424999999999999 -0.0060199999999999993 -0.0093149999999999986 0.08443500000000001 -0.11033999999999998 -0.094329999999999983 0.092475000000000016 -1.0000000180025095e-35 -0.13309499999999996 -0.12018999999999998 -0.50940999999999981 -0.10836499999999999 -0.14723999999999998 0.086255000000000012 1.0000000180025095e-35 0.11387000000000001 0.099975000000000008 0.084370000000000014 0.0031350000000000002 -0.0087849999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 14 6 -2 8 9 -8 -10 -4 13 -13 -1 24 18 -18 20 -20 -17 22 23 -21 29 -23 -27 28 -22 -16
right_child=3 -3 11 -5 -6 -7 7 -9 10 -11 -12 12 -14 -15 15 16 17 -19 19 21 27 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0068941285905837106 0.0037819280107505623 -0.00017150285694857734 0.0065432320538632294 0.0075891983971275671 0.002097545272501355 0.0041531236201990396 0.0010934174997909961 -0.0040500307921320202 0.0026073127548443156 0.0072048780585949618 -0.0025179743279295508 0.0018881666708638835 -0.0012226057664711813 0.0068145039476803504 -0.0014743138007664433 0.012741389124791816 -0.0021796380482902306 0.0045357540903043832 -0.001775355941869996 0.0098279111419937448 0.0064939778149538845 0.0058908362850530237 -0.0009309888936770268 0.002636190938896367 0.0071922270029231355 0.0031233425095972675 0.0074163455609232189 0.0088955619182713615 0.0017066050148396581 0.0034806886912390057
leaf_weight=205 50 34 27 27 55 52 53 26 32 24 64 66 38 32 24 22 21 108 22 28 85 1602 39 35 27 123 35 54 27 84
leaf_count=205 50 34 27 27 55 52 53 26 32 24 64 66 38 32 24 22 21 108 22 28 85 1602 39 35 27 123 35 54 27 84
internal_value=0 0.00523547 0.00530211 0.00200554 0.00545286 0.00150468 0.000951596 0.000240458 0.000885271 0.00299829 -0.000809545 0.00290117 0.00217812 0.00349677 0.00552548 0.00540537 0.00553193 0.00344255 0.00566201 0.00550581 0.00722733 0.00559184 0.00324647 0.00583251 0.00334211 0.00572776 0.00407432 0.00649655 0.00533988 0.00237958
internal_weight=0 2793 2759 328 2596 301 249 199 173 77 96 163 136 98 2541 2336 2201 129 2072 1884 188 1862 102 63 135 1760 158 166 112 108
internal_count=3121 2793 2759 328 2596 301 249 199 173 77 96 163 136 98 2541 2336 2201 129 2072 1884 188 1862 102 63 135 1760 158 166 112 108
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=31
num_cat=0
split_feature=4 3 9 123 15 39 42 13 3 52 4 4 3 48 0 16 1212 16 42 483 1446 1446 160 480 49 16 2 13 3 4
split_gain=0.248334 0.0838788 0.061225 0.0644025 0.0506678 0.0700846 0.0733896 0.0556824 0.0479331 0.0479054 0.0449367 0.0432192 0.070878 0.0517374 0.0483891 0.0477664 0.0506321 0.108653 0.0493251 0.0463902 0.0656992 0.0808328 0.0440849 0.0484479 0.0426867 0.04216 0.0419566 0.0405542 0.048502 0.0419381
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 -0.14809499999999998 0.085855000000000015 -0.044809999999999996 -0.0093149999999999986 0.63141500000000017 0.039215000000000007 0.50500500000000004 -0.082249999999999976 0.11296500000000002 -0.098424999999999985 -0.036484999999999997 -0.088704999999999992 0.087685000000000013 -0.076354999999999992 0.083795000000000022 0.086010000000000017 0.086015000000000008 0.083715000000000026 -0.54913999999999985 -0.095389999999999989 0.089420000000000013 -0.0019699999999999995 0.086950000000000013 -0.017449999999999997 -0.10023499999999998 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 24 11 -7 25 9 -2 -11 15 13 -13 22 18 19 26 -6 20 21 27 -15 -24 -4 -8 -18 28 -17 -29
right_child=8 -3 4 -5 5 6 7 -9 -10 10 -12 12 -14 14 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.002687867583749308 0.0016159550519445325 0.0013993940363982566 0.0094356766965409573 0.0047306811721064155 0.0062063043112352547 0.005761177329670476 0.0005538136700417982 -0.0024085547571330887 -0.0027224387778551316 0.0063823726877065686 0.0021193997309013617 0.0096755932883492539 -0.00062094235094264146 0.008118893696902026 0.00063177230642458173 0.0072455061239783056 0.0072834611352947031 -0.0030726297007111665 0.010986215360462667 0.010340093643171714 0.0004338116021826864 0.01191519097890705 -0.00021840471541509032 0.0047347665681511612 0.0052895419179102444 0.0064427869720384478 0.0017403775868429382 0.0055719749141437619 0.0016600164567243379 0.0099866775916028858
leaf_weight=22 271 73 44 25 77 46 31 33 20 48 51 21 25 38 29 22 36 22 30 20 25 20 20 1563 57 20 22 334 53 23
leaf_count=22 271 73 44 25 77 46 31 33 20 48 51 21 25 38 29 22 36 22 30 20 25 20 20 1563 57 20 22 334 53 23
internal_value=0 0.00474351 0.00483535 0.00125817 0.00489975 0.00481138 0.00255043 0.000792163 0.00204594 0.00230369 0.0041863 0.00493488 0.00466425 0.00474333 0.00468055 0.0056059 0.00524603 0.00291119 0.00754647 0.00562186 0.00542403 0.00570004 0.00475299 0.00467219 0.00709578 0.00286321 0.00518091 0.0054123 0.00329843 0.0058564
internal_weight=0 2731 2658 47 2611 2510 130 84 390 370 99 2380 1696 1671 1650 684 577 80 107 497 477 452 1621 1583 101 51 58 432 75 357
internal_count=3121 2731 2658 47 2611 2510 130 84 390 370 99 2380 1696 1671 1650 684 577 80 107 497 477 452 1621 1583 101 51 58 432 75 357
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=31
num_cat=0
split_feature=1 2 48 123 454 151 49 3 12 0 11 1429 2 0 3 49 3 4 16 1 34 2 97 131 2 10 52 14 4 40
split_gain=0.201648 0.0593499 0.0524434 0.0432248 0.0383862 0.0386985 0.0563757 0.0568667 0.0512509 0.049337 0.068676 0.0673392 0.0610158 0.0490695 0.0746291 0.0412429 0.0400854 0.0770182 0.0386141 0.0380659 0.0375536 0.0586663 0.0505728 0.0423222 0.0779615 0.0404922 0.0387633 0.0601876 0.0460049 0.0459112
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 -0.082299999999999984 0.092070000000000013 -0.094719999999999985 -0.088084999999999983 0.088045000000000012 -0.075934999999999989 0.079300000000000009 0.087700000000000014 -0.0091949999999999983 -0.014954999999999998 -0.088784999999999989 -0.15498999999999999 -0.082689999999999986 -0.078629999999999992 -0.073849999999999985 0.090475000000000014 -0.038779999999999995 0.116525 -0.079444999999999988 0.090030000000000013 0.31358000000000003 0.10223 -0.065544999999999978 -0.10708499999999999 -0.031404999999999995 -0.041534999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -6 -7 11 12 -8 -11 14 -14 -9 19 -18 -19 -16 22 25 -2 24 26 -22 -23 -28 -29 -30
right_child=20 2 -4 -5 5 8 9 15 -10 10 -12 -13 13 -15 16 -17 17 18 -20 -21 21 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0088587467372417458 0.0023955760353211583 0.003828447833487323 -0.001634724149480462 0.00094072002950206131 0.011693398995945853 -0.0016074648126959802 0.0047568637707128564 0.00200657683191821 0.0050746310393812817 0.00029998207898137885 -0.0018805612688479218 -0.00019031372669685103 -0.000607017007329174 0.0063972022640813577 0.0042120074235793689 0.0080990804601460704 -0.0015548523031175137 0.008538009199546651 0.0037947713880903625 0.010177180940518157 0.0052912617007165527 -0.0018724291455826812 -0.0044651749586178497 0.0045195688446983701 -0.0052562858909368515 0.00053995986430284881 0.0070970100443810222 0.0049426573910750452 0.0033551733436373377 -0.0020205104387949835
leaf_weight=20 21 572 20 57 21 24 1585 20 22 45 23 28 37 79 23 25 25 20 121 20 71 31 22 30 21 24 20 23 24 47
leaf_count=20 21 572 20 57 21 24 1585 20 22 45 23 28 37 79 23 25 25 20 121 20 71 31 22 30 21 24 20 23 24 47
internal_value=0 0.00424404 0.00340647 0.00356676 0.00449829 0.00445712 0.00452081 0.00739651 0.00158832 0.00442619 0.00342148 0.00467099 0.00375107 0.00422891 0.00353259 0.0053913 0.00426544 0.00356058 0.00446757 0.00698651 0.00164387 0.00205148 -0.00111458 0.00106297 0.000438278 0.00409093 0.00126301 0.00211563 0.00105576 -0.000203378
internal_weight=0 2787 649 629 2138 2118 2072 66 46 2006 393 1613 370 325 246 45 209 166 141 43 334 291 43 196 166 95 145 114 94 71
internal_count=3121 2787 649 629 2138 2118 2072 66 46 2006 393 1613 370 325 246 45 209 166 141 43 334 291 43 196 166 95 145 114 94 71
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=31
num_cat=0
split_feature=4 3 9 123 3 3 40 13 48 15 48 43 49 159 52 159 150 3 49 0 40 4 0 48 4 151 15 4 156 156
split_gain=0.168885 0.0602064 0.0441837 0.0531725 0.0393047 0.101572 0.0480051 0.059661 0.0428293 0.0502075 0.0481034 0.0525763 0.0456751 0.0440261 0.0392581 0.0509668 0.0401432 0.0399659 0.0603633 0.0603256 0.0527766 0.051537 0.0501616 0.037686 0.0368086 0.0366143 0.0360641 0.0348581 0.0429642 0.102853
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.12745000000000004 0.10893000000000001 0.051255000000000002 0.40528500000000006 0.084855000000000014 -0.14147499999999996 0.086425000000000016 -0.17390999999999998 -0.069799999999999987 0.087630000000000013 0.039215000000000007 0.10620500000000001 0.12068000000000002 -0.13927999999999999 -0.016249999999999997 -0.10324499999999999 -0.07632499999999999 0.50194500000000009 -0.15931499999999996 -0.098424999999999985 0.51303500000000013 -0.076249999999999984 -0.082809999999999981 -0.49405499999999997 0.087380000000000013 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 23 -10 -11 -12 25 -14 16 -16 17 21 -19 22 -21 -2 -20 -4 -22 -13 -3 -25 29 -29
right_child=14 26 4 -5 -6 -7 -8 -9 9 10 11 12 13 -15 15 -17 -18 18 19 20 24 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0026993717236275024 0.00081687321336093284 0.0035298884398798692 0.0081168581896539152 0.0040414212346076969 0.0069780482869963483 -0.0021716199746286426 -5.0990806956743375e-05 0.00880642248174319 0.0048533832481521058 -0.0014098923676647247 -0.0017650633564461834 0.0031098242394033485 0.0016463458013580142 0.0066533819213509572 0.0045770230700661243 -0.00015358101518359035 0.0048996886073534064 -0.0043102217725767148 0.00020939920349822693 0.0030098753784281707 -0.0003338797786814529 0.0068380352907947131 0.0059454011723339079 0.0058881436492029199 -0.0048542662884198855 0.0072633470925388913 -0.00094963642867940774 0.0041003294190877981 0.0027572409668586073 0.0098235721168748579
leaf_weight=22 44 32 24 25 43 27 29 26 114 30 23 44 144 20 79 32 24 29 30 26 43 21 31 107 31 41 41 1675 232 32
leaf_count=22 44 32 24 25 43 27 29 26 114 30 23 44 144 20 79 32 24 29 30 26 43 21 31 107 31 41 41 1675 232 32
internal_value=0 0.00384719 0.003925 0.000886156 0.0039797 0.00392949 0.00399432 0.00404102 0.00399118 0.0030653 0.00239032 0.00280946 0.00323201 0.00225696 0.0016226 0.00321325 0.000989765 0.000621772 -0.00011047 0.000646007 -0.000865823 0.00276217 0.00312442 0.00417726 -0.00222756 0.00511329 0.00101399 0.00413104 0.00403408 0.00420762
internal_weight=0 2731 2658 47 2611 2568 2541 2512 2486 416 302 272 249 164 390 111 279 255 190 161 100 65 61 2070 74 85 73 2046 1939 1707
internal_count=3121 2731 2658 47 2611 2568 2541 2512 2486 416 302 272 249 164 390 111 279 255 190 161 100 65 61 2070 74 85 73 2046 1939 1707
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=31
num_cat=0
split_feature=4 3 16 4 52 12 133 160 50 13 13 0 12 148 394 2 34 3 49 3 12 16 14 15 3 4 2 4 52 15
split_gain=0.136797 0.0487672 0.0393404 0.0585692 0.0745071 0.0574754 0.0580883 0.0593872 0.0537943 0.0440964 0.0691002 0.0415254 0.0380233 0.0671693 0.0605888 0.0402864 0.12157 0.0486851 0.042358 0.0375022 0.0389891 0.0517634 0.0640522 0.0841469 0.0411449 0.041063 0.0368955 0.0364873 0.0362437 0.0460139
threshold=0.26450500000000005 0.20828500000000003 -0.14771999999999999 0.038415000000000012 0.14295500000000003 0.080890000000000017 -0.072364999999999985 -0.39198499999999997 -0.23848499999999997 -0.0057949999999999989 0.0015850000000000003 -0.097024999999999986 0.082095000000000015 -0.080384999999999984 -0.08151499999999999 1.0000000180025095e-35 -0.0011599999999999998 0.10732000000000001 0.09517500000000001 0.63141500000000017 -0.10022999999999999 -0.44310499999999992 -1.0000000180025095e-35 -0.42198999999999992 0.13524500000000003 0.51303500000000013 0.11728500000000001 -0.42529999999999996 0.024145000000000003 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 9 -1 -7 -8 -4 11 -11 -5 13 -10 -15 16 -16 18 27 20 -2 24 25 -24 -22 -23 -25 -17 -9 -30
right_child=19 -3 3 4 -6 6 7 28 12 10 -12 -13 -14 14 15 17 -18 -19 -20 -21 21 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0075633577267134365 0.0044126887745021479 0.00091259181764605137 0.0081052309152885131 -0.0010934713020444263 -0.0034695557379366263 0.0081042264838917903 0.0075857944363220174 0.0035724578304561203 -0.0026196188642643396 0.0081037591782308401 0.0018472368174471052 0.002601105440743805 0.0037202347698957021 -0.0023899743834044787 0.0039939365920872664 0.0060004419225945394 -0.0052205215696068041 0.0074803499308472967 -0.00056822938658297067 -0.0027574178308714184 0.0028677681932801052 0.0035505486429332103 -0.0079277195921167738 0.0030535563267767431 -0.0019273071887437256 -0.0013428505406611496 -0.0030206107581034307 0.0030074354578892163 0.0029399019454351884 -0.0035277736849490212
leaf_weight=57 46 73 26 43 23 26 22 54 23 31 41 104 1809 20 45 55 21 32 25 20 170 47 20 20 20 27 20 157 22 22
leaf_count=57 46 73 26 43 23 26 22 54 23 31 41 104 1809 20 45 55 21 32 25 20 170 47 20 20 20 27 20 157 22 22
internal_value=0 0.00346247 0.0035325 0.00342187 0.00194483 0.00487039 0.00381902 0.00289056 0.00358339 0.00251347 0.00454102 0.00152038 0.00352963 0.00261747 0.00295677 0.00327598 0.00106206 0.00381917 0.00332484 0.00146034 0.00168833 0.00130154 -0.000203557 -0.00263159 0.00236302 0.00176512 1.64728e-05 0.00378392 0.00183653 -0.000293936
internal_weight=0 2731 2658 2455 242 203 146 120 2213 219 72 147 2187 378 355 335 66 269 237 390 370 324 134 60 190 74 40 212 98 44
internal_count=3121 2731 2658 2455 242 203 146 120 2213 219 72 147 2187 378 355 335 66 269 237 390 370 324 134 60 190 74 40 212 98 44
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 4 0 47 0 44 4 2 4 16 131 2 0 47 14 156 48 394 4 484 4 160
split_gain=19.8143 3.25316 2.11492 1.70459 1.26109 1.10338 0.633489 0.605764 0.522905 0.521542 0.514778 0.497535 0.377954 0.363454 0.39415 0.358578 0.331521 0.189667 0.168623 0.203847 0.16154 0.157159 0.153197 0.144021 0.179153 0.139127 0.15267 0.195024 0.138856 0.121394
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.09253500000000002 0.40473500000000007 -0.11173999999999999 0.13082500000000002 -0.07929499999999999 1.0000000180025095e-35 0.40124500000000002 0.14285500000000004 0.40945500000000007 -0.10850999999999998 0.082750000000000004 0.31358000000000003 -0.15599999999999997 0.090100000000000013 0.096015000000000017 -0.0039599999999999991 0.093265000000000015 -0.078674999999999981 -0.49405499999999997 0.084750000000000006 -0.036839999999999991 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 21 6 7 10 -5 -6 20 15 -12 14 17 16 -4 -9 19 -17 -1 -3 -8 -14 25 -25 -27 -28 -2 -18
right_child=1 2 11 8 9 -7 22 13 -10 -11 12 -13 23 -15 -16 18 29 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00064648255583525682 0.00079256474431238923 0.0003013197466484497 0.00034664710873217274 0.00066698800598946856 0.00067840983025838704 0.00044202299566415987 0.00096072363665693249 0.00071478791907814143 0.00036525878848880764 0.00037005879995382691 0.00077789834818681939 0.00039304379360898553 0.00082668744279951547 0.00090174540839231836 0.00039323493261421481 6.6429792617683832e-05 0.00026839986238495815 0.00061932978867422972 0.00020998691044309562 -0.00016263296827673913 0.00043667752720088631 0.00044785761310366454 0.00077579921945393872 0.00055859927014977333 0.00057830304355534798 0.00080088228462930683 0.00072140613824321165 0.00055520230044054774 0.00061112279985465253 0.00010300420263832121
leaf_weight=43 50 191 43 34 71 48 61 152 63 30 1148 34 44 23 22 59 22 169 20 20 21 33 24 20 37 86 424 29 24 76
leaf_count=43 50 191 43 34 71 48 61 152 63 30 1148 34 44 23 22 59 22 169 20 20 21 33 24 20 37 86 424 29 24 76
internal_value=0 0.000345861 0.000297945 0.000725747 0.000404924 0.000736256 0.000742389 0.000736023 0.00047102 0.00058682 0.000750428 0.000171054 0.000756613 0.000663131 0.00064713 0.000139606 0.000203113 0.000664531 4.91559e-05 8.43922e-06 0.00057764 0.000322908 0.00090851 0.000718432 0.00071044 0.000719186 0.000725145 0.000710766 0.000733719 0.000140134
internal_weight=0 673 599 2448 325 2351 2303 2218 97 101 1852 274 1788 366 343 240 141 321 99 79 64 224 85 640 596 559 539 453 74 98
internal_count=3121 673 599 2448 325 2351 2303 2218 97 101 1852 274 1788 366 343 240 141 321 99 79 64 224 85 640 596 559 539 453 74 98
is_linear=0
shrinkage=0.00196078


Tree=6459
num_leaves=31
num_cat=0
split_feature=1 2 48 1447 4 13 43 15 52 16 132 15 14 1 11 16 97 50 156 16 96 133 3 12 13 39 40 13 0 52
split_gain=0.160556 0.0509251 0.0401065 0.0398338 0.0483815 0.0470538 0.096607 0.0382602 0.0401314 0.0581306 0.0735175 0.0454679 0.0368524 0.0398573 0.0341448 0.0502292 0.0334223 0.0329762 0.0328891 0.0322263 0.0312656 0.0357951 0.0783829 0.0336604 0.043952 0.0546574 0.0468319 0.0363133 0.0468164 0.0309754
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 -0.074869999999999978 -0.50427999999999995 0.10935500000000002 -0.23229999999999998 -0.46743999999999997 0.039215000000000007 0.40020000000000006 0.092880000000000004 -0.07490999999999999 0.076175000000000007 0.085605000000000014 0.091795000000000015 0.51222500000000004 -0.083924999999999986 -0.13200999999999999 0.089950000000000016 0.63167000000000006 0.087655000000000025 -0.24098999999999995 0.42240500000000009 -0.10022999999999999 -0.15078499999999997 0.096775000000000014 -0.063404999999999989 0.05868000000000001 -0.094654999999999975 -0.063789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -5 7 -7 -6 9 10 18 -11 16 -14 15 -13 -1 -18 -9 -17 21 -2 23 -23 -25 27 -27 28 -26 -30
right_child=20 2 -4 4 5 6 -8 8 -10 11 -12 14 13 -15 -16 19 17 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00060613911846303388 0.0053205917589366439 -0.0013648786535486578 -0.0015222907857969405 0.0070193473106971195 0.0069879814230192176 0.0037856874645998081 -0.0049386792202395476 0.0025640265199694669 0.0044972227071411906 0.0082574965963114824 -0.0040734110976613702 -0.0018602068469460522 0.0047019747965252748 0.009713121058995881 0.0066338825929657718 0.0063672531989006397 0.0072713503614068031 0.0038155229732029805 -0.0013635349886802336 0.0016051360869702572 -0.002135296628330252 0.0053809177925965438 -0.0040491928029805424 -0.0011177701549828411 0.0010383026491451476 0.0020684673421783374 -0.0037751849840181729 -0.00049953590745904623 0.0028754169923818802 0.0071116993291717437
leaf_weight=32 24 20 20 31 26 30 22 191 139 23 21 21 65 21 24 27 28 1992 24 30 24 24 25 52 35 32 24 21 28 45
leaf_count=32 24 20 20 31 26 30 22 191 139 23 21 21 65 21 24 27 28 1992 24 30 24 24 25 52 35 32 24 21 28 45
internal_value=0 0.00366211 0.00288626 0.00302643 0.00317065 0.00296423 9.46093e-05 0.00324792 0.00305344 0.00249752 0.00157399 0.00424113 0.00389762 0.00592563 0.00333548 0.00232058 0.00381263 0.00386343 0.0021256 0.00386088 0.00134195 0.00161115 0.00129987 0.00181223 0.00145085 0.00217284 -0.000435955 0.00330534 0.00404517 0.00548682
internal_weight=0 2787 649 629 609 578 52 526 500 361 236 125 2138 86 102 78 2052 2020 215 57 334 310 286 261 237 185 56 129 108 73
internal_count=3121 2787 649 629 609 578 52 526 500 361 236 125 2138 86 102 78 2052 2020 215 57 334 310 286 261 237 185 56 129 108 73
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=31
num_cat=0
split_feature=1 44 15 4 52 52 14 0 49 131 42 3 13 15 13 0 1429 1429 1452 1456 34 159 159 131 2 1212 159 1429 1212 1213
split_gain=0.131206 0.0515707 0.0525615 0.0796448 0.0493274 0.0660461 0.0398621 0.0569041 0.045585 0.0388389 0.0361075 0.0356805 0.0817426 0.0681348 0.040329 0.0355739 0.0472809 0.0591286 0.0455703 0.0477281 0.045801 0.0436986 0.0438174 0.0489175 0.0421154 0.057925 0.0421873 0.0526142 0.0406254 0.0452307
threshold=0.11551000000000002 0.081805000000000017 -0.24436499999999997 0.50996500000000011 -0.23375999999999997 -0.16675999999999999 -0.36617499999999997 0.024095000000000002 -0.039339999999999993 0.096160000000000009 0.090835000000000013 0.11296500000000002 -0.42195999999999995 -0.0058549999999999991 -0.17933499999999997 -0.074229999999999977 0.086825000000000013 0.052280000000000007 0.087755000000000014 -0.085589999999999986 -1.0000000180025095e-35 0.11389500000000001 0.082105000000000025 0.077860000000000013 0.084885000000000002 0.11387000000000001 -0.092414999999999983 0.087545000000000012 0.08790000000000002 -0.073474999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 -7 8 -8 -10 -2 14 -13 -14 -4 18 17 -17 20 -20 -16 22 24 -24 25 28 -26 -28 -22 -30
right_child=4 -3 11 -5 5 6 7 -9 9 -11 -12 12 13 -15 15 16 -18 -19 19 -21 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.0044296082066880033 0.007047731878235936 0.0073840098793528253 -0.0010635677573736758 0.003675960735159202 -0.0045657181460410359 0.0039876338100412441 -0.00082794768686378091 -0.002651568085480577 0.0015872197789107906 0.0053977186449628792 0.0018191017688617911 0.0053666461360520655 0.0017407869952876355 -0.0056996117322705691 0.0083240969944745318 0.0027099162941486032 0.0054454242670336044 -0.0028244928875938058 0.0098885728410728607 0.0043666349679982409 0.0040135989050280778 0.00059728572238236673 0.0044158945845444815 0.009203117282129825 0.0050016856226666843 -0.00062089396454393861 0.002957275828895425 -0.001113357336373266 0.0041993308879975828 0.009797782356057454
leaf_weight=22 25 31 20 27 20 49 66 39 163 32 28 31 32 20 20 555 61 20 23 49 514 50 146 25 97 25 840 33 31 27
leaf_count=22 25 31 20 27 20 49 66 39 163 32 28 31 32 20 20 555 61 20 23 49 514 50 146 25 97 25 840 33 31 27
internal_value=0 0.00332881 0.00328169 3.67257e-05 0.00143269 0.00102295 0.00134322 0.000911294 0.00144368 0.00221253 0.00428544 0.00334241 0.00130216 -0.0011209 0.00340918 0.00344473 0.00279825 0.00251742 0.00366344 0.00613059 0.00356519 0.00351196 0.00359581 0.00511578 0.00342994 0.00409077 0.00302323 0.0028034 0.00429669 0.00680551
internal_weight=0 2699 2668 49 422 369 349 300 261 195 53 2619 83 52 2536 2516 636 575 1880 72 1808 1788 1738 171 1567 597 970 873 572 58
internal_count=3121 2699 2668 49 422 369 349 300 261 195 53 2619 83 52 2536 2516 636 575 1880 72 1808 1788 1738 171 1567 597 970 873 572 58
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 4 2 14 3 47 47 4 3 1 0 2 39 1 50 16 49 1 0 13 16 151
split_gain=26.4958 3.01507 2.85301 1.70004 1.44037 1.23702 1.09673 0.829555 0.714264 0.571551 0.553846 0.525407 0.396789 0.371207 0.341428 0.358708 0.565337 0.323938 0.308362 0.30799 0.251587 0.234176 0.225242 0.213875 0.209488 0.192027 0.18776 0.181309 0.181204 0.17166
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.0052350000000000009 0.10803500000000001 0.076175000000000007 -0.11171999999999999 0.091680000000000011 0.077555000000000013 -0.046564999999999988 0.092670000000000016 0.12958500000000003 -0.11173999999999999 0.12358500000000001 0.095830000000000012 0.122185 0.041865000000000006 -0.43320999999999993 -0.063424999999999981 0.12000500000000001 -0.088544999999999985 -1.0000000180025095e-35 -0.088909999999999989 -0.083919999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 21 8 11 -5 25 19 17 18 -1 24 15 -14 -17 -10 23 26 27 -2 -7 -4 29 -3 -8 -12 -26 -9
right_child=1 5 6 7 -6 22 9 13 10 -11 20 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00055915728435454101 0.00076527192056471233 0.00033820545608238654 0.00083300285312641891 0.0008484889218369786 0.00035603492898066 4.1495751371476134e-05 0.0009374453161391979 0.00043254942432338118 0.00076257790075266426 0.00070339626539508136 0.00031240036201962853 0.0010947318415761706 0.00090846569655794317 0.00067530801233462638 0.0010023851678067563 0.00078511418032100775 0.00043663442385534024 0.00041778424973873532 0.00088809468134804436 0.00061630580467516129 0.00018682971005878782 0.00056680413590762398 0.00025005055219918306 0.00058270331105194728 0.00047177050193941445 0.00013339375762741479 0.00082291918760186652 0.00045892263855698177 0.00027592965760378307 0.00065191999150841838
leaf_weight=26 80 24 35 28 74 85 61 32 22 191 67 46 58 31 32 96 22 20 1166 26 31 32 26 21 34 66 563 63 39 24
leaf_count=26 80 24 35 28 74 85 61 32 22 191 67 46 58 31 32 96 22 20 1166 26 31 32 26 21 34 66 563 63 39 24
internal_value=0 0.000361733 0.00082315 0.00067598 0.000568312 0.000266625 0.000852598 0.000537135 0.000333406 0.000797694 0.000397867 0.000889013 0.000787531 0.000482648 0.000816078 0.000782204 0.000720143 0.00059839 0.000881269 0.000825402 0.000345557 0.000708567 9.03464e-05 0.000739141 0.00043635 0.00018801 0.000834115 0.000383407 0.000367143 0.000526565
internal_weight=0 590 2531 422 186 404 2109 188 293 841 203 1268 234 160 208 176 118 42 1222 650 161 112 111 56 129 90 624 130 73 56
internal_count=3121 590 2531 422 186 404 2109 188 293 841 203 1268 234 160 208 176 118 42 1222 650 161 112 111 56 129 90 624 130 73 56
is_linear=0
shrinkage=0.00196078


Tree=6462
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 1 2 2 52 4 50 49 52 1 40 1 0 1 2 3 16 42 52 1 49 12
split_gain=34.0605 5.74196 2.818 2.53699 2.14594 1.61985 1.46676 1.16077 1.09515 0.947377 0.93518 0.750819 0.534584 0.507889 0.475131 0.444851 0.425891 0.417234 0.328816 0.275506 0.274095 0.269144 0.600044 0.258826 0.29944 0.439341 0.30881 0.247234 0.232636 0.228466
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.089885000000000007 -0.52606999999999993 -0.062539999999999984 0.041865000000000006 -0.054984999999999992 -0.56176499999999996 0.091195000000000012 -0.077714999999999992 0.13265500000000002 0.18019500000000002 0.089770000000000016 0.09678500000000001 0.090900000000000009 0.0057500000000000008 0.084050000000000014 -0.14715499999999998 0.13075500000000004 -0.053364999999999996 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 8 18 11 -4 -9 17 -2 -12 -6 -14 -13 23 -3 -15 21 29 -23 24 -1 -26 -27 -5 -11 -18
right_child=1 4 9 27 14 -7 -8 10 -10 28 13 16 15 19 -16 -17 20 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0012918596706302204 0.0013042660437378229 0.00060255737262257937 0.001150393391494245 0.00076556095390830172 0.00027928119178887161 0.00087114198413354893 0.00075287674888481493 0.00096521814372025282 0.0014585318484245837 0.00085430294017478257 0.00095129551336089557 0.0013720684555361214 0.00079320517066869636 0.00066668004319289848 0.0005821829563397268 0.0011147176271867308 0.0012218086020971514 0.0011826874145079212 0.00037284843316849538 0.0004350039793554779 0.0009494010110696156 0.0007784646683756043 0.0011839684206195111 0.0011170617828551216 0.0013398950298627217 0.0011907904268869387 0.00089847597177901298 0.00053008711482915611 0.00061524671485409536 0.0011510288423379673
leaf_weight=984 45 46 34 60 85 48 24 54 85 34 22 45 21 139 26 78 428 220 50 23 20 20 47 38 38 33 24 24 29 297
leaf_count=984 45 46 34 60 85 48 24 54 85 34 22 45 21 139 26 78 428 220 50 23 20 20 47 38 38 33 24 24 29 297
internal_value=0 0.000716066 0.00121413 0.000969092 0.000586426 0.00122765 0.00123508 0.000664922 0.00124016 0.000886617 0.000738336 0.0012317 0.00112706 0.000671751 0.000350231 0.00104652 0.00118639 0.00126074 0.000482917 0.000633788 0.0011761 0.00118183 0.00106292 0.00127611 0.00128171 0.00117658 0.00106771 0.000698283 0.000744261 0.00119281
internal_weight=0 673 2448 228 445 2351 2303 334 2279 97 238 2194 144 184 111 99 857 1337 96 162 812 792 67 1117 1079 95 57 84 63 725
internal_count=3121 673 2448 228 445 2351 2303 334 2279 97 238 2194 144 184 111 99 857 1337 96 162 812 792 67 1117 1079 95 57 84 63 725
is_linear=0
shrinkage=0.00196078


Tree=6463
num_leaves=31
num_cat=0
split_feature=1 11 4 15 0 3 43 484 0 456 10 13 15 3 132 10 48 0 47 12 10 1455 160 11 3 16 16 0 43 3
split_gain=0.255766 0.0684162 0.0656845 0.0541181 0.0497918 0.0462563 0.0451081 0.0399129 0.0551841 0.0459039 0.0562501 0.0653497 0.0411185 0.0552513 0.0393015 0.0381714 0.0384117 0.0363291 0.0365162 0.0372325 0.0338321 0.0305227 0.0498919 0.0557314 0.045305 0.0546385 0.0367886 0.0486085 0.0630728 0.0478885
threshold=0.10293500000000001 -1.0000000180025095e-35 -0.036839999999999991 0.050935000000000008 0.22582000000000002 0.149315 -0.24021999999999996 0.096415000000000015 0.062580000000000011 0.095035000000000022 -0.38124499999999995 0.11217000000000001 -0.077219999999999983 0.11658 0.092395000000000019 -1.0000000180025095e-35 0.11951500000000001 -0.036484999999999997 0.084210000000000021 0.089410000000000003 -0.086389999999999981 -0.23681499999999997 -0.55323499999999981 1.0000000180025095e-35 -0.14989499999999997 -0.034884999999999992 0.013515000000000001 -0.082184999999999994 -0.085254999999999984 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 6 20 -3 -4 8 9 10 -8 12 14 -14 15 -12 17 18 -17 -20 -1 -22 -23 26 25 -25 -24 28 -28 -29
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 21 22 23 24 -26 -27 27 29 -30 -31
leaf_value=0.00075369034544564789 -0.0030951347458176314 0.0054233180873779936 0.0068677428785873492 -0.0026397159966152339 -4.1744270406308631e-05 0.00045951170931485567 0.0075232928999784321 -0.00069273122506274386 0.0077372422348707922 -0.0020858444717966698 -0.00066809300144479895 -0.002969379369592802 0.0055484580962608257 0.00054899627012976757 -0.0022905710787745194 0.0019676858677088525 -0.00081686800471148814 0.0071026280861009247 0.0084776280401274561 0.0026355590710105997 0.0075886151986196641 0.001089207208050149 0.0049796345107136226 0.0028049044321318542 0.010976084638462889 0.0077654911847275798 0.0053141040502694145 -0.00018385104513505386 -0.0006162390659347752 0.0047452346630672991
leaf_weight=20 20 128 23 21 21 22 22 40 20 22 37 22 84 30 20 133 26 22 20 24 41 35 1729 34 23 64 29 21 47 321
leaf_count=20 20 128 23 21 21 22 22 40 20 22 37 22 84 30 20 133 26 22 20 24 41 35 1729 34 23 64 29 21 47 321
internal_value=0 0.00267362 0.00283476 0.00234169 0.0048061 0.00469529 0.00253363 0.00234266 0.00259456 0.00237194 0.00259483 0.00233543 0.00263014 0.00423281 0.00198226 0.00230843 0.0027979 0.00327018 0.00279383 0.00529104 0.00484917 0.00488411 0.00483596 0.00489378 0.00698189 0.00604447 0.0047761 0.00393422 0.00164666 0.00444257
internal_weight=0 736 716 566 2385 150 545 522 482 462 440 418 396 114 282 262 225 199 177 44 2364 2344 2303 2268 121 98 2147 418 76 342
internal_count=3121 736 716 566 2385 150 545 522 482 462 440 418 396 114 282 262 225 199 177 44 2364 2344 2303 2268 121 98 2147 418 76 342
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 2 1 2 4 1 0 1447 47 160 3 0 11 3 4 3 13 1 159 52 1
split_gain=19.1936 3.23655 1.88686 1.62988 1.17943 0.989511 0.674144 0.610275 0.607293 0.528123 0.492354 0.408288 0.387375 0.272219 0.233279 0.196813 0.175018 0.156734 0.148619 0.143033 0.140912 0.160449 0.18175 0.15037 0.13731 0.127648 0.121116 0.117123 0.116584 0.116337
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.10699500000000002 0.092845000000000025 0.14285500000000004 0.27834500000000006 0.090540000000000023 -0.22491999999999998 -0.082869999999999985 0.090100000000000013 -0.067824999999999983 -0.016324999999999996 0.18019500000000002 0.077415000000000012 -0.11171999999999999 0.0052350000000000009 1.0000000180025095e-35 -0.10278499999999999 0.16175000000000003 0.0089800000000000019 -0.088204999999999992 0.11829500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 9 12 14 29 -5 13 -4 25 -11 -17 24 -15 -20 21 22 -18 27 -3 -1 -14 -24 -9 -6
right_child=1 2 8 11 10 -7 -8 28 -10 15 -12 -13 26 18 -16 16 20 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091871891146391824 0.00075435747322314046 0.00027449175727616861 0.00037476679250517066 0.00065215269081930229 0.00071977286362180518 0.00047459738843410817 0.00041748024224438131 0.0008230759780488762 0.00043930256774794125 0.00054984859255497896 0.00036809630177985436 0.00038854382444800274 0.00011100179420141694 0.00032087528196029293 0.00072518579297133079 0.00085681110299912666 0.0005761705389042863 0.00047121060568345707 0.00025132958820697987 7.8237681467013031e-05 0.00055452186176005534 0.00083223525784415506 0.00072892747807949308 0.0006779529031421405 0.00037725009785949956 0.00078902321282907232 -5.6759317437696412e-05 0.00082235015698468102 0.00097803477620502476 0.00054634977497306522
leaf_weight=30 76 101 39 37 58 48 22 28 37 26 27 58 78 23 241 36 35 33 29 50 20 47 411 214 99 1062 21 59 56 20
leaf_count=30 76 101 39 37 58 48 22 28 37 26 27 58 78 23 241 36 35 33 29 50 20 47 411 214 99 1062 21 59 56 20
internal_value=0 0.000372622 0.000325448 0.000742972 0.000423769 0.000753215 0.000759063 0.000762381 0.000205476 0.000756064 0.000596309 0.000491213 0.000169428 0.000235436 0.000780401 0.00071781 0.000723122 0.000346014 0.000182162 0.000141778 0.000716999 0.000721241 0.000713986 0.000721038 0.000325357 0.000792586 7.54161e-05 0.000740655 0.000926382 0.000675305
internal_weight=0 691 615 2430 338 2335 2287 2265 277 2181 105 95 240 141 1333 848 822 233 102 79 786 766 719 684 200 1092 99 470 84 78
internal_count=3121 691 615 2430 338 2335 2287 2265 277 2181 105 95 240 141 1333 848 822 233 102 79 786 766 719 684 200 1092 99 470 84 78
is_linear=0
shrinkage=0.00196078


Tree=6465
num_leaves=31
num_cat=0
split_feature=1 1 44 16 10 0 454 2 133 51 149 0 0 131 4 14 0 157 49 4 49 4 3 0 2 1 160 4 0 16
split_gain=0.273703 0.0709931 0.0632345 0.0584543 0.053157 0.0436964 0.0423777 0.0389364 0.0530175 0.0509949 0.0397798 0.0485619 0.0474832 0.038233 0.0393376 0.034507 0.0382007 0.0955081 0.0891986 0.0562761 0.0540425 0.0388247 0.040144 0.062429 0.0390578 0.0334386 0.0330512 0.0463147 0.0624091 0.0379816
threshold=0.10293500000000001 0.14262000000000002 0.087770000000000015 0.40020000000000006 -0.074314999999999978 0.22582000000000002 -0.037229999999999992 0.13754500000000003 0.089200000000000015 0.10614000000000001 0.077335000000000015 -0.019414999999999998 0.041630000000000007 0.093840000000000021 0.51164000000000009 0.062655000000000016 -0.13027499999999997 -0.067349999999999979 -0.0087849999999999977 0.024790000000000003 -0.069799999999999987 0.024790000000000003 0.10299500000000002 -0.097734999999999989 0.13913500000000004 0.13021500000000003 -0.55323499999999981 -0.42529999999999996 0.051010000000000007 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -3 15 -2 8 9 10 11 25 -13 14 -6 16 17 -1 20 -20 -19 22 23 -18 26 -8 -25 -28 29 -29
right_child=1 4 -4 -5 13 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 21 18 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0030900132912211123 -0.0019517229093859595 -0.0040409959387034183 0.0083819095151160244 0.0049315190090599842 0.0010257370958223623 0.00037062308706697965 0.0029490095978102408 0.00061678329668349676 0.00023549506890081001 0.0073315818881383166 0.007439482691697777 -0.0033669361702935853 0.0032953802403062581 -0.002375884181819856 0.0063208791916258642 0.0068840344013970647 0.0088553488983408278 0.0038584346525815574 0.003535282813079123 0.0094435893807952344 -0.0020407268156607946 0.0038693937069948637 0.0019342869097415947 0.0017660234223252963 0.00072966559790074834 0.0066300415246847225 0.0074378775974683889 0.0054065516547346674 4.5855827435540658e-05 0.0041228069076573266
leaf_weight=20 21 22 22 117 47 21 208 79 57 32 20 23 20 20 20 89 46 44 28 38 24 271 38 28 20 28 90 1325 24 279
leaf_count=20 21 22 22 117 47 21 208 79 57 32 20 23 20 20 20 89 46 44 28 38 24 271 38 28 20 28 90 1325 24 279
internal_value=0 0.00270606 0.00311556 0.00292406 0.000350529 0.00491205 0.00244276 0.00264037 0.00305239 0.00353747 0.00313141 0.00282259 -0.000268184 0.00146103 0.00260638 0.0049524 0.00487683 0.00335609 0.00431819 0.00693704 0.00177638 0.00498725 0.005151 0.00521846 0.00512372 0.00338574 0.00517406 0.0052296 0.00510752 0.00518326
internal_weight=0 736 627 605 109 2385 488 467 388 331 299 279 43 87 67 2364 2275 154 134 66 68 2121 1850 1812 1766 236 1746 1718 1628 1604
internal_count=3121 736 627 605 109 2385 488 467 388 331 299 279 43 87 67 2364 2275 154 134 66 68 2121 1850 1812 1766 236 1746 1718 1628 1604
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 1 1 4 50 4 4 1 12 1 15 1 52 52 4 1 475 52 4
split_gain=51.3651 7.92498 4.33382 4.20627 2.5604 2.35708 1.54931 1.42862 1.20057 1.18799 1.16655 0.710425 0.799318 0.644233 0.537605 0.529833 0.526949 0.471177 0.400929 0.355906 0.332515 0.313836 0.286174 0.269319 0.26777 0.25308 0.249114 0.212047 0.225601 0.204873
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.085345000000000018 0.122715 0.27287000000000006 0.041865000000000006 0.0061450000000000003 -0.15289999999999995 0.13075500000000004 0.09141500000000001 0.12408500000000001 -0.097454999999999986 0.12000500000000001 -0.56176499999999996 -0.53964499999999982 0.061775000000000004 0.16175000000000003 -0.082014999999999991 0.047850000000000011 -0.52556499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 22 11 25 -4 14 12 -1 24 23 26 19 -10 -5 29 -19 -14 -3 -7 -2 -8 -6 -25 -29 -13
right_child=1 4 9 18 15 10 8 -9 17 -11 -12 16 21 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0038534078613415338 0.0039046090621802296 0.003092927979487999 0.0037118302703316236 0.0032452035300871906 0.0027846286235711512 0.0039243292185216164 0.0036421313208590583 0.0041340182932291733 0.00343791242908029 0.0032570394481263574 0.0034001027779508473 0.0040958683864743099 0.0037583719749076693 0.0034504695225600216 0.0034542837512869153 0.0030456108565064398 0.0037398961882327757 0.0031709338759578951 0.0029453412380093841 0.0038334184252650691 0.002968653933563375 0.0034587737135428781 0.0028619619012233127 0.0039109975350003282 0.0037070705452228133 0.0033706684115564875 0.0025343830941938887 0.0036880453280005044 0.0037881461285327565 0.003895590118009361
leaf_weight=82 41 30 34 60 65 36 23 76 20 63 41 20 20 29 23 26 110 122 24 443 42 41 66 28 74 31 20 190 159 1082
leaf_count=82 41 30 34 60 65 36 23 76 20 63 41 20 20 29 23 26 110 122 24 443 42 41 66 28 74 31 20 190 159 1082
internal_value=0 0.00321097 0.00382261 0.00350823 0.00305867 0.00383937 0.00314441 0.00387069 0.00322922 0.00341645 0.00371631 0.00385956 0.00372697 0.00371164 0.00374605 0.00280067 0.00387102 0.00315378 0.00315953 0.00388036 0.00311913 0.003557 0.00293414 0.00376229 0.0037775 0.00348629 0.00272575 0.00374682 0.00373365 0.00389922
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 143 144 436 111 1655 184 84 1545 164 61 96 413 115 54 85 377 349 1102
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 143 144 436 111 1655 184 84 1545 164 61 96 413 115 54 85 377 349 1102
is_linear=0
shrinkage=0.00196078


Tree=6467
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 4 15 15 151 16 160 4 14 0 0 15 47 49 0 151 43 160 4 43 403 403 3 16 160 1208
split_gain=0.34368 0.0813185 0.0651973 0.0480158 0.0475166 0.045832 0.0393967 0.039115 0.0674044 0.0571712 0.0507522 0.0499724 0.0348303 0.0373022 0.0842605 0.0550589 0.0589465 0.0650613 0.0450205 0.0572554 0.062323 0.103747 0.052105 0.0434007 0.0562884 0.0701216 0.0680612 0.0436088 0.0471291 0.0409717
threshold=0.10293500000000001 0.13707500000000003 -0.015039999999999998 -1.0000000180025095e-35 0.12302 0.40124500000000002 1.0000000180025095e-35 -0.077219999999999983 -0.030624999999999996 -0.034884999999999992 -0.076689999999999994 0.50644500000000015 0.062655000000000016 -0.13027499999999997 -0.14226499999999997 -0.0058549999999999991 0.079855000000000023 -0.069799999999999987 -0.074479999999999977 -0.083804999999999977 -0.084004999999999982 -0.080719999999999986 -0.42529999999999996 -0.064334999999999989 -0.072624999999999981 -0.44023999999999991 -0.081924999999999984 -0.084939999999999988 -1.0000000180025095e-35 0.10480500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 12 7 10 -9 -10 11 -4 13 14 15 16 17 -1 29 -20 21 -21 -22 -24 25 26 -25 -26 -29 -15
right_child=1 -3 4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 18 -16 -17 -18 -19 19 20 22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=0.0083817391331787363 0.0044635367486625908 0.0033447293492982438 0.010981362230987066 0.0084184730705050195 0.0099213596712797881 0.0032365488682196222 0.00099893865020324801 0.0037746435694862158 0.012838833067022885 0.0063822583702858541 0.0037412840664201676 0.0050523044276897886 0.0097626848496873402 0.0081819032163956106 0.00048979920208115472 0.0120112987421453 0.01084635073996403 0.0025628645658877722 0.0018209539586678148 -0.00045272701978683476 0.0098889144245515939 0.0067642715567727664 0.0093318926057157411 0.0098977939877659092 0.0089838518528267738 0.012730700462790474 0.002977177542116907 0.00029687771928452308 0.0054947680795963093 0.003735184516491635
leaf_weight=33 40 164 21 132 20 22 24 40 24 32 195 44 89 1558 22 20 22 46 20 25 97 98 75 30 28 28 27 21 103 21
leaf_count=33 40 164 21 132 20 22 24 40 24 32 195 44 89 1558 22 20 22 46 20 25 97 98 75 30 28 28 27 21 103 21
internal_value=0 0.00530778 0.00587062 0.00749872 0.00517053 0.00777974 0.00492049 0.00518486 0.0069099 0.00914936 0.00454792 0.00696785 0.00782204 0.00774608 0.00618259 0.00721764 0.0062684 0.00499353 0.007851 0.00707362 0.00727109 0.0052974 0.00786464 0.0072353 0.00657182 0.00863267 0.00661961 0.00541936 0.00461448 0.00812276
internal_weight=0 736 572 172 400 2385 380 356 96 56 260 65 2363 2274 143 121 101 79 2131 552 532 123 409 312 237 85 57 152 124 1579
internal_count=3121 736 572 172 400 2385 380 356 96 56 260 65 2363 2274 143 121 101 79 2131 552 532 123 409 312 237 85 57 152 124 1579
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 1 13 50 1 40 4 1 1 155 49 0 13 2 1 4 16 159 0 15
split_gain=21.1247 3.3248 1.81665 1.69446 1.28324 1.06176 0.77505 0.686928 0.65751 0.729254 0.634853 0.521514 0.393148 0.266325 0.251734 0.236075 0.215106 0.280256 0.214203 0.204466 0.21222 0.174842 0.162553 0.148072 0.141829 0.141621 0.141867 0.139508 0.129597 0.129449
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 0.09253500000000002 -0.13710499999999998 0.041865000000000006 0.091450000000000017 -0.077714999999999992 -0.013514999999999998 0.093100000000000002 0.12408500000000001 0.10158500000000002 -0.054984999999999992 0.18019500000000002 -0.082759999999999986 0.31358000000000003 0.13075500000000004 0.42642000000000008 -0.004174999999999999 0.030370000000000005 -0.080869999999999984 -0.12255999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 7 15 10 -8 -10 12 -4 -1 23 -14 -3 21 22 25 20 -2 27 -18 -6 -5 26 -11 -12 -29 -24
right_child=1 4 11 24 13 -7 8 -9 9 18 16 -13 14 -15 -16 -17 17 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012136435619106998 0.00067118253822831867 0.00048910167462996358 0.00089398551616289208 0.00059429721982221016 0.00029359746662099351 0.00068739043865231127 0.00086825624984853409 0.0006372514680532636 0.00084234953218815373 0.00055215028013051617 0.00096663758860060251 0.00059093133534736787 0.00101734157553211 0.00046904239119458971 0.00094291158935330655 0.0002955457562690272 0.00098702881348781404 0.00068381359919394351 0.00039684423419665972 0.00099917020448638352 0.00088778677601750058 0.00079233301913037024 0.0010176226031111274 0.00011179276808238059 0.00041636623247386583 0.00066799189492466329 0.00037298132604584585 0.0011972643084385815 0.0010022645133813714 0.00088091248883235109
leaf_weight=36 22 47 34 61 61 48 30 22 30 89 402 61 1150 26 206 50 106 20 46 46 83 20 30 24 24 31 21 20 38 237
leaf_count=36 22 47 34 61 61 48 30 22 30 89 402 61 1150 26 206 50 106 20 46 46 83 20 30 24 24 31 21 20 38 237
internal_value=0 0.000576652 0.000965186 0.000765505 0.000478698 0.000976 0.000537848 0.000982058 0.000596173 0.000558558 0.000985407 0.000699393 0.0010114 0.000295384 0.00100603 0.000389331 0.000943955 0.00090994 0.00051303 0.00089016 0.000842403 0.000971805 0.000922064 0.000242264 0.000544058 0.000550934 0.000517945 0.000979608 0.00106951 0.000896273
internal_weight=0 691 2430 236 455 2335 344 2287 247 217 2265 95 1392 111 1356 97 873 393 187 151 105 480 373 85 85 141 110 460 58 267
internal_count=3121 691 2430 236 455 2335 344 2287 247 217 2265 95 1392 111 1356 97 873 393 187 151 105 480 373 85 85 141 110 460 58 267
is_linear=0
shrinkage=0.00196078


Tree=6469
num_leaves=31
num_cat=0
split_feature=1 4 2 3 42 41 13 2 13 39 39 0 14 151 48 3 15 15 1213 43 1212 403 1213 1213 1213 42 13 481 13 456
split_gain=0.358622 0.0918276 0.0725813 0.103266 0.058225 0.0582626 0.0642069 0.0530017 0.0461771 0.212985 0.0770049 0.0442544 0.0381353 0.0373941 0.0367552 0.0579093 0.0395506 0.0365094 0.0360885 0.0568498 0.0398125 0.04975 0.036629 0.0383773 0.0352997 0.0499683 0.0481943 0.0420702 0.0467351 0.0401628
threshold=0.10124500000000002 -0.39518999999999993 0.10252500000000002 -0.022174999999999997 -0.019989999999999997 0.082735000000000017 -0.010739999999999998 -1.0000000180025095e-35 -0.39067499999999994 0.084780000000000008 0.096625000000000016 0.22582000000000002 -0.073114999999999986 -0.079554999999999987 0.10168500000000001 -0.073309999999999986 -0.12255999999999999 -0.028889999999999996 0.12389500000000002 -0.011919999999999998 0.098205000000000015 -0.028309999999999998 0.104315 0.088165000000000007 -0.082994999999999985 0.086665000000000006 -0.087404999999999997 -0.08452999999999998 -0.082759999999999986 0.077935000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 13 -4 6 8 -5 12 -10 -11 14 -6 -3 16 -16 -1 -8 22 -20 -21 -22 23 24 25 -18 -27 -28 -29 -26
right_child=1 2 4 7 5 -7 17 -9 9 10 -12 -13 -14 -15 15 -17 18 -19 19 20 21 -23 -24 -25 29 26 27 28 -30 -31
leaf_value=0.0097532193787628792 0.0085265631046823748 0.011772985598072411 0.00014056310988962649 0.0026472287099911936 0.0079131988681514151 0.0087934224803965285 0.0061905182186860761 0.0073323310804412224 -0.0076900779939370256 0.006602821542401216 -0.00056213448406197133 0.0030725330114364626 0.0031401373420417906 0.0071679094776623698 0.0074841697384131906 0.0025145027677133456 0.010097303533209421 0.0023285425019760929 0.012973172686007971 0.0042121022113133224 0.0061497899843379854 0.013203160506673157 0.0040431811577743958 0.011242301590860851 0.0073938837866954158 0.0053729718964960847 0.0053585383994504817 0.014355577976398526 0.0080655797772730391 0.0093221283003944774
leaf_weight=108 78 20 35 90 22 28 133 33 21 40 24 20 70 149 81 33 137 30 34 20 20 20 27 31 1570 63 20 21 27 116
leaf_count=108 78 20 35 90 22 28 133 33 21 40 24 20 70 149 81 33 137 30 34 20 20 20 27 31 1570 63 20 21 27 116
internal_value=0 0.00527313 0.00490799 0.00610855 0.00403812 0.00440881 0.00404772 0.00390421 0.00272898 0.00104859 0.00391596 0.00775641 0.00428152 0.00771289 0.00779665 0.00604558 0.00788682 0.00547973 0.0077911 0.00970627 0.00785502 0.00967648 0.00770163 0.00775139 0.00769601 0.00876208 0.00736569 0.00921189 0.0108175 0.00752655
internal_weight=0 773 695 292 403 368 340 123 177 85 64 2348 92 169 2328 114 2214 163 2106 94 60 40 2012 1985 1954 268 131 68 48 1686
internal_count=3121 773 695 292 403 368 340 123 177 85 64 2348 92 169 2328 114 2214 163 2106 94 60 40 2012 1985 1954 268 131 68 48 1686
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 47 2 42 0 43 3 1 2 34 147 52 47 15 3 12 12 3 2 15 39 2
split_gain=18.5011 3.06198 1.77893 1.47237 1.35844 0.800297 0.670943 0.656369 0.634093 0.467234 0.446146 0.391883 0.183889 0.182239 0.170767 0.160843 0.156885 0.204877 0.152108 0.146288 0.140417 0.12365 0.134679 0.196068 0.186008 0.11888 0.128979 0.115003 0.113134 0.170865
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40473500000000007 0.27834500000000006 0.13082500000000002 0.089885000000000007 -0.076394999999999977 -0.22491999999999998 -0.04890499999999999 0.31299000000000005 0.087135000000000004 0.13754500000000003 -1.0000000180025095e-35 0.092070000000000013 -0.56176499999999996 1.0000000180025095e-35 0.040760000000000005 -0.11171999999999999 0.08598500000000002 0.095780000000000018 -0.0049599999999999991 0.11548000000000001 -0.41942499999999994 0.084780000000000008 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 8 -6 10 16 15 -5 -12 20 18 -1 17 -4 25 -14 -3 22 23 -21 -24 -15 -27 -18 -13 -30
right_child=1 2 9 11 7 -7 -8 -9 -10 -11 12 28 19 14 -16 -17 27 -19 -20 21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00085656270983459567 0.0008160304458825334 0.00031020864875042027 0.00015218214501029387 0.00080545709844953431 0.00073479387435231426 0.00056750800254567546 0.00099532587104150892 0.00043076852007823833 0.00048555713595155092 0.00050262853257530718 0.00062260426398996001 0.00039130762041382055 0.00090142704013053876 0.0003968918337922925 0.00033013730142074252 0.00080953151018930091 0.00023461090712736506 0.00038021899443241503 0.00034566938678840962 0.00056693332379355147 0.00046403038367739876 0.00081967040850037989 0.0008094389742149831 0.00078024251725096266 0.00072804159555473565 0.00064307609527353561 0.00047947164598367647 9.5617808093426419e-05 0.00042577203090921864 0.00065668619574368501
leaf_weight=934 76 107 28 21 86 48 84 40 22 22 26 24 43 27 42 399 37 33 28 30 29 252 287 37 173 32 44 60 22 28
leaf_count=934 76 107 28 21 86 48 84 40 22 22 26 24 43 27 42 399 37 33 28 30 29 252 287 37 173 32 44 60 22 28
internal_value=0 0.000444732 0.000398848 0.00080834 0.000466685 0.000818075 0.000823334 0.000638278 0.000816776 0.00023491 0.000820117 0.000569055 0.000784957 0.000396715 0.000438935 0.000842485 0.000197633 0.000275546 0.000473817 0.000790092 0.000343009 0.000783946 0.000766864 0.000684731 0.000778826 0.000508653 0.000548358 0.000148636 0.000501967 0.000555084
internal_weight=0 691 615 2430 435 2335 2287 126 2203 180 2181 95 848 309 173 1333 158 61 131 822 136 779 527 67 460 103 76 97 74 50
internal_count=3121 691 615 2430 435 2335 2287 126 2203 180 2181 95 848 309 173 1333 158 61 131 822 136 779 527 67 460 103 76 97 74 50
is_linear=0
shrinkage=0.00196078


Tree=6471
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 4 14 2 0 47 0 2 2 1 0 52 2 0 16 13 2 4 51 0 0 147
split_gain=34.5629 4.28664 3.62031 3.22782 1.91693 1.42957 1.27507 0.948521 0.930655 0.887866 0.761139 0.720583 0.637221 0.537875 0.537626 0.608523 0.462196 0.420841 0.413897 0.384627 0.357264 0.316941 0.33877 0.316446 0.293368 0.270199 0.232092 0.231814 0.231098 0.227392
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.092550000000000007 0.14285500000000004 -0.17966999999999997 0.053925000000000008 0.076175000000000007 0.11704500000000001 -0.23194499999999998 0.090100000000000013 -0.068189999999999987 0.092235000000000025 0.13093500000000002 0.16175000000000003 -0.062294999999999996 1.0000000180025095e-35 0.113445 -0.11173999999999999 -0.43320999999999993 -1.0000000180025095e-35 0.10381000000000001 -0.50262499999999988 -0.096089999999999981 -0.065229999999999996 -0.10011499999999998 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 12 29 10 13 -6 16 21 -2 -1 23 15 -10 28 -7 -15 24 26 22 -4 -5 -17 -23 -14 -27 -8 -3
right_child=1 5 6 7 8 17 9 -9 14 -11 -12 -13 20 18 -16 19 -18 -19 -20 -21 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0015882064526943811 0.0012605216682738671 0.00078108784617433532 0.0013393624448308757 0.00069211454994204326 0.00132426247236323 0.00051329948560679961 0.0014834600725984262 0.00051079068630434919 0.0011605666060035384 0.0011146901772698596 0.0016122267651070541 0.00085140218118242195 0.00141336974896495 0.0011527582088804635 0.00073838106249602569 0.0010096036189911413 0.0010031821271952461 0.00023480165377259254 0.0007909608544672237 0.0011537010931209023 0.0010005099064738568 0.0015589673426502756 0.00103861561799848 0.00093875528621051654 0.00075892381545375378 0.0013655464919296099 0.0012276926596521162 0.0012119208866624512 0.0012978388111211973 0.00055874432293640799
leaf_weight=22 96 112 36 70 31 126 27 41 61 124 47 20 33 31 35 28 20 25 20 20 22 27 24 28 50 1191 120 39 574 21
leaf_count=22 96 112 36 70 31 126 27 41 61 124 47 20 33 31 35 28 20 25 20 20 22 27 24 28 50 1191 120 39 574 21
internal_value=0 0.000771237 0.00129824 0.00093225 0.00113245 0.000597751 0.00133141 0.000774896 0.0010088 0.00126617 0.00136704 0.00118998 0.00127369 0.00084757 0.000958387 0.00100682 0.00129642 0.000467191 0.00101088 0.000911113 0.00123415 0.00135829 0.00121906 0.000762583 0.000848911 0.00136493 0.00126774 0.00136068 0.00130618 0.000745981
internal_weight=0 590 2531 306 422 284 2109 190 225 745 1364 116 197 149 194 159 621 151 51 98 175 1317 60 98 78 1257 153 1230 601 133
internal_count=3121 590 2531 306 422 284 2109 190 225 745 1364 116 197 149 194 159 621 151 51 98 175 1317 60 98 78 1257 153 1230 601 133
is_linear=0
shrinkage=0.00196078


Tree=6472
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 2 1 2 4 1 52 1 2 52 15 10 160 3 4 47 3 457 1 4 16
split_gain=20.2636 3.30731 2.0482 1.72881 1.15799 1.05578 0.850743 0.577462 0.573879 0.493353 0.467712 0.454616 0.383928 0.300546 0.196159 0.190661 0.200029 0.372886 0.179119 0.177437 0.204956 0.166969 0.195638 0.149859 0.146767 0.160383 0.130069 0.140822 0.121832 0.155239
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.10672500000000001 0.089885000000000007 0.092845000000000025 0.14753000000000002 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -0.16675999999999999 -0.41942499999999994 -0.39453499999999991 -0.075414999999999982 -0.016324999999999996 -0.036839999999999991 0.090100000000000013 1.0000000180025095e-35 0.095565000000000025 0.11323000000000001 0.033845000000000007 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 24 6 7 10 12 -6 14 -5 13 -4 -1 -12 28 -18 -9 -14 -21 -15 -23 -2 25 -3 27 -27 -17 -30
right_child=1 2 8 11 9 -7 -8 18 -10 -11 15 -13 19 21 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00094069426370424676 0.00096738628838576523 0.00041153166605597163 0.00050782878077406367 0.00080733544725745076 0.00082596493101939699 0.00061569363198370913 0.00054227060005312261 0.00090968151814212986 0.00056497088113279502 0.00052728563303651368 0.00099570960780374375 0.00053098415992423593 0.00031471604563514978 0.00045915417982946575 0.00087663798315746049 0.00088920676134058858 0.00055975387217667514 0.00086552700137390809 0.0011218780953420233 0.00027767780623705839 3.3350096682371016e-05 0.00039503209260931493 0.0002040519569602186 0.00077000489366266017 0.00061026701393226783 0.00066180526031556404 0.00040482963621616362 0.00048199876446831182 0.0008883288457375519 0.00077905087441389306
leaf_weight=1117 50 98 40 37 73 48 24 20 37 30 45 60 32 23 220 543 23 46 65 22 33 32 58 21 32 33 25 34 98 102
leaf_count=1117 50 98 40 37 73 48 24 20 37 30 45 60 32 23 220 543 23 46 65 22 33 32 58 21 32 33 25 34 98 102
internal_value=0 0.000508758 0.000461553 0.000892926 0.000567141 0.000903511 0.000909509 0.000913377 0.000337668 0.000738971 0.000907233 0.000636397 0.000302625 0.000361763 0.000930154 0.000871475 0.00086459 0.000763603 0.00107195 0.000198625 0.000131081 0.000310058 0.000271956 0.000909006 0.000487419 0.000466728 0.000525525 0.00057056 0.000873969 0.000832597
internal_weight=0 673 602 2448 325 2351 2303 2279 277 103 2194 97 240 153 1337 857 812 69 85 87 55 113 90 71 222 190 92 67 743 200
internal_count=3121 673 602 2448 325 2351 2303 2279 277 103 2194 97 240 153 1337 857 812 69 85 87 55 113 90 71 222 190 92 67 743 200
is_linear=0
shrinkage=0.00196078


Tree=6473
num_leaves=31
num_cat=0
split_feature=1 52 1456 1 160 12 4 43 4 2 1 2 1 0 16 15 3 16 3 3 51 40 0 4 51 12 475 42 475 1375
split_gain=0.576624 0.139025 0.0878689 0.081028 0.0539421 0.0586358 0.0499251 0.0486916 0.0499578 0.0472434 0.0452812 0.0702139 0.0588898 0.0397767 0.0693769 0.0455653 0.0854826 0.0374848 0.0355202 0.0492067 0.0379517 0.0596721 0.0387154 0.0451288 0.0373217 0.0704775 0.0502384 0.0811019 0.0865573 0.0523479
threshold=0.10124500000000002 -0.40967499999999996 -0.049894999999999995 0.13707500000000003 -0.24498999999999996 0.11734000000000001 0.042705000000000007 0.070450000000000013 -0.17966999999999997 0.13913500000000004 0.083345000000000016 0.088665000000000008 0.093400000000000025 -0.10474999999999998 -0.43320999999999993 -0.41396999999999995 0.149315 -0.45661999999999997 0.10299500000000002 0.12745000000000004 -0.13782999999999998 -0.083394999999999983 -0.089604999999999976 -0.043364999999999994 -0.095579999999999984 0.086915000000000006 -0.085684999999999997 0.083795000000000022 -0.086424999999999988 -0.090674999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 7 9 8 -6 18 11 -8 -12 14 -5 -15 -17 -13 20 -20 22 -22 -1 -24 25 -23 27 28 -26 -28
right_child=1 2 3 13 5 -7 10 -9 -10 -11 12 17 -14 15 -16 16 -18 -19 19 -21 21 24 23 -25 26 -27 29 -29 -30 -31
leaf_value=0.014160990519175196 0.0095435277235083049 0.011064785081128192 0.01050911463983357 0.0023158096824772655 0.0097844572653147319 0.0098001080480488861 0.014230617543771154 0.0096180197275176557 0.0048824452859952952 0.0046010621776804332 0.0016673983489770606 0.010165365545949698 0.0079893961821387461 0.0045208827713159499 0.010290485956938938 0.00365198586239583 -0.0039597286584321404 0.0074017519295696685 0.0033314215717837217 0.01001972198824991 0.004379948692234314 0.0099484885204583415 0.012646106873742409 0.0077361934913847685 0.010390803251224994 0.0023951292991460787 0.0059317695576038849 0.0087650966120972531 0.019164506483661095 0.0095491204339308092
leaf_weight=34 102 28 25 24 22 33 21 26 378 20 23 69 41 54 20 36 25 170 22 22 23 30 36 39 22 21 41 42 23 1649
leaf_count=34 102 28 25 24 22 33 21 26 378 20 23 69 41 54 20 36 25 170 22 22 23 30 36 39 22 21 41 42 23 1649
internal_value=0 0.00610384 0.00558097 0.00534217 0.00598558 0.0057392 0.00925271 0.00542463 0.00515206 0.0094372 0.00810021 0.00868673 0.00571743 0.00338362 0.00594066 0.00240527 0.000532431 0.00819962 0.00948547 0.00667557 0.00954855 0.00944177 0.0113619 0.010093 0.00950545 0.00683828 0.009582 0.0119255 0.0148751 0.00946136
internal_weight=0 773 671 643 484 459 2348 426 400 2024 324 260 64 159 44 115 61 239 2004 44 1960 1851 109 75 1828 51 1777 87 45 1690
internal_count=3121 773 671 643 484 459 2348 426 400 2024 324 260 64 159 44 115 61 239 2004 44 1960 1851 109 75 1828 51 1777 87 45 1690
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 4 2 2 4 1 52 160 47 0 457 3 0 15 49 131 1 11 0 3 12
split_gain=23.0174 3.78045 2.22178 1.98526 1.3432 1.12145 0.906843 0.748639 0.670418 0.625419 0.580572 0.482224 0.455284 0.36491 0.291453 0.23966 0.209103 0.19318 0.190955 0.198311 0.183338 0.180979 0.417679 0.174356 0.162599 0.159503 0.156731 0.138329 0.13495 0.106267
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.092235000000000025 0.14285500000000004 0.27834500000000006 0.091450000000000017 -0.56176499999999996 -0.067824999999999983 0.090100000000000013 0.18019500000000002 0.083570000000000019 -0.022174999999999997 -0.11173999999999999 -0.10469999999999999 -0.078034999999999979 0.09031500000000002 0.16175000000000003 1.0000000180025095e-35 -0.026509999999999995 1.0000000180025095e-35 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 17 6 7 11 -5 12 29 14 13 -4 21 -13 -15 28 19 -17 -18 22 -1 -10 -2 -14 -9 -7 -3 -6
right_child=1 2 9 8 10 27 -8 26 23 -11 -12 15 25 16 -16 18 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011058922971830983 0.0010374960063346287 0.00044179437766816851 0.00055932134030271612 0.00089896050181923024 0.0009799217873093795 0.00078110336301161004 0.00059033519728413596 0.0010235961963440856 0.00066211522568033739 0.00060031645189502849 0.00056780978544231726 0.0010729216762138049 0.00026536165555642217 0.0005008594943599527 0.00091863176361766297 0.00092813132715409918 0.00042328448842531057 0.00065710387539629845 0.00072605171405217223 0.00075933470153341108 0.00022226203901605708 0.0010033899205677888 0.00081344729723196725 0.00045578517499105897 0.00083913157383600867 7.2842189351037621e-05 0.0012083829583880168 0.00056984717406326874 0.00054635945012838992 0.00082470306823419974
leaf_weight=28 47 98 39 34 28 22 24 25 31 37 32 39 78 23 211 604 26 32 20 28 53 1207 57 32 24 21 60 26 92 43
leaf_count=28 47 98 39 34 28 22 24 25 31 37 32 39 78 23 211 604 26 32 20 28 53 1207 57 32 24 21 60 26 92 43
internal_value=0 0.000542523 0.000492054 0.000951964 0.000602025 0.000963306 0.000969489 0.000973482 0.000677066 0.000363026 0.000787087 0.000966487 0.000326444 0.000398004 0.000986197 0.000923615 0.000336324 0.000516163 0.000914684 0.000920653 0.000288421 0.000997232 0.000909782 0.000557313 0.000970443 0.000224524 0.00115403 0.000666673 0.000492426 0.000885916
internal_weight=0 673 602 2448 325 2351 2303 2279 97 277 103 2194 240 141 1503 691 102 222 652 632 79 1292 85 63 71 99 85 48 190 71
internal_count=3121 673 602 2448 325 2351 2303 2279 97 277 103 2194 240 141 1503 691 102 222 652 632 79 1292 85 63 71 99 85 48 190 71
is_linear=0
shrinkage=0.00196078


Tree=6475
num_leaves=31
num_cat=0
split_feature=1 2 3 12 1 4 4 2 12 2 14 2 150 2 12 14 50 47 4 49 2 3 1 0 160 157 16 2 13 3
split_gain=27.5067 3.39667 2.85939 2.5967 1.39657 1.25089 0.99176 0.856507 0.832399 0.726294 0.693718 0.603616 0.595701 0.533275 0.454069 0.401843 0.399853 0.361265 0.28714 0.269014 0.261662 0.249082 0.24574 0.224063 0.337913 0.215939 0.270508 0.3158 0.22361 0.188629
threshold=0.10752500000000002 0.14285500000000004 -0.065819999999999976 0.085055000000000006 0.093575000000000019 0.27044500000000005 0.36766000000000004 0.13093500000000002 -1.0000000180025095e-35 0.095545000000000005 0.076975000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.10774000000000002 1.0000000180025095e-35 0.062655000000000016 0.086295000000000011 0.077555000000000013 -0.029144999999999997 -0.012034999999999999 0.31358000000000003 -0.14847999999999997 0.12958500000000003 -0.076579999999999995 -0.077849999999999989 -0.077809999999999976 -0.024819999999999998 0.098630000000000009 -0.0021749999999999994 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 7 19 9 15 -6 10 23 -2 -10 -13 -11 17 20 25 -15 -5 -3 -16 -20 -1 -25 -4 28 -28 -27 -23
right_child=1 16 4 5 8 -7 -8 -9 12 14 -12 13 -14 18 21 -17 -18 -19 22 -21 -22 29 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0011061409828876454 0.00041796438607159277 0.00030466601051932509 0.00081994968470868585 0.00076150195782675469 0.00063455492991999307 0.00057878423284626369 0.00068458136158928366 0.00072324832875525654 0.00099749786869516438 0.00074376716736612009 0.0013295210499756156 0.00084518792836972231 0.00063245304640245973 0.00076134350603702017 0.0011262647159558674 0.0012802089785297075 0.00050938290989563438 0.0011890887824538485 0.00057024095050434978 0.0010119347057966179 8.7147051174790152e-05 0.00083519185663450486 0.00036101059982522225 0.00080002057813907982 0.0010633291899553418 0.0010114656624451181 0.0011558118682821054 0.00090975009504405929 0.00084686355821376601 0.0010163714232164691
leaf_weight=1331 93 73 29 20 84 44 24 41 68 23 51 31 23 25 78 22 27 36 127 94 30 24 26 21 174 75 65 29 55 278
leaf_count=1331 93 73 29 20 84 44 24 41 68 23 51 31 23 25 78 22 27 36 127 94 30 24 26 21 174 75 65 29 55 278
internal_value=0 0.000576845 0.00104698 0.000655936 0.000918464 0.00085961 0.00108078 0.000989635 0.000775308 0.00108558 0.00110456 0.000549377 0.000905234 0.000607853 0.00101129 0.00102475 0.000296987 0.00100531 0.000566519 0.000967999 0.000241311 0.00102749 0.000534685 0.00109705 0.00103497 0.000979156 0.000999768 0.0010799 0.000941826 0.00100197
internal_weight=0 590 2531 460 527 158 2004 352 175 1980 1577 302 91 209 403 311 130 289 178 114 103 380 153 1526 195 253 224 94 130 302
internal_count=3121 590 2531 460 527 158 2004 352 175 1980 1577 302 91 209 403 311 130 289 178 114 103 380 153 1526 195 253 224 94 130 302
is_linear=0
shrinkage=0.00196078


Tree=6476
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 12 2 4 2 2 14 4 2 47 13 12 49 1 0 50 14 4 49 1 0 47 151 51 3 4
split_gain=21.6909 2.65526 2.27058 1.39975 1.31044 0.762516 0.747158 0.70068 0.663049 0.660063 0.540405 0.422835 0.399167 0.328596 0.279413 0.253161 0.237285 0.219824 0.211559 0.207569 0.204344 0.197039 0.190504 0.230061 0.187835 0.182724 0.178073 0.164687 0.16336 0.147976
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.092550000000000007 0.14530500000000005 -0.15464999999999998 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.053180000000000012 0.11389000000000002 0.091680000000000011 -1.0000000180025095e-35 0.13597000000000004 -0.012034999999999999 0.12958500000000003 -0.13027499999999997 0.041865000000000006 0.062655000000000016 -0.51253999999999988 -0.063424999999999981 0.10089500000000001 -0.065229999999999996 0.077555000000000013 -0.082829999999999973 -0.10056999999999998 0.12745000000000004 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 12 10 8 -6 -3 17 18 15 20 22 -11 29 -2 -10 -4 -8 25 -20 23 -9 -23 27 -24 -1 -16 -7
right_child=1 6 5 -5 7 11 19 13 9 14 -12 -13 -14 -15 28 -17 -18 -19 21 -21 -22 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086942358387494831 0.00050579021228294751 0.0001855579777676531 0.00068076878856523199 0.00035183299166285128 0.00078180679534914116 0.00082013777138885044 8.36612252917004e-05 0.00062958601326529491 0.00074178605222553274 0.00026779218699751663 0.0010451450222822643 0.00065650994761609562 0.00049997531539559652 0.00065454194318693992 0.00035412594679061298 0.00060265354605604454 0.00074143915803180421 0.00045775535662530682 0.0010236493253995196 0.00029562430762751735 0.00095635727047920221 0.00083674683028164582 0.00047950633059572981 0.00037758764930260488 0.00070774301724236513 0.0008944543298854623 0.00027235569266153826 0.00070135387443748937 0.00055188903610361116 0.00075803786414338221
leaf_weight=27 20 90 35 74 35 307 78 30 22 103 47 125 22 31 42 29 92 20 21 23 22 1216 27 26 45 31 39 132 26 284
leaf_count=27 20 90 35 74 35 307 78 30 22 103 47 125 22 31 42 29 92 20 21 23 22 1216 27 26 45 31 39 132 26 284
internal_value=0 0.000367235 0.000784722 0.000561096 0.000653431 0.000810993 0.000277982 0.000531529 0.000326665 0.000386288 0.000838547 0.000760545 0.00075137 0.000474276 0.000332193 0.000781519 0.000699359 0.000606533 0.000831174 0.00013193 0.000777458 0.00083528 0.000428471 0.000512587 0.000832143 0.000756743 0.000357099 0.000729894 0.000429741 0.000790296
internal_weight=0 590 2531 186 422 2109 404 188 303 213 1364 745 234 153 171 620 112 42 1317 101 212 1282 122 56 1261 190 66 159 68 591
internal_count=3121 590 2531 186 422 2109 404 188 303 213 1364 745 234 153 171 620 112 42 1317 101 212 1282 122 56 1261 190 66 159 68 591
is_linear=0
shrinkage=0.00196078


Tree=6477
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 4 1 2 150 2 160 1 12 4 3 47 3 131 2 131 0 4 0
split_gain=23.5776 3.89933 2.35301 1.98695 1.32855 1.1031 0.78275 0.617461 0.595362 0.551131 0.5401 0.442635 0.408989 0.400612 0.676554 0.332558 0.304277 0.214898 0.21151 0.201989 0.203655 0.225438 0.200075 0.184118 0.167699 0.202726 0.155265 0.141595 0.13937 0.12692
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.092845000000000025 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 -0.067824999999999983 0.076935000000000017 0.08815000000000002 -0.50940999999999981 0.090900000000000009 0.090100000000000013 -0.022174999999999997 0.082750000000000004 0.31358000000000003 0.09031500000000002 -0.030209999999999997 -0.0070899999999999991 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 22 6 13 11 15 -5 28 12 -4 19 16 18 -15 -14 27 20 -1 -22 -3 -19 25 -13 -2 -7 -6 -21
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 24 17 14 -16 -17 -18 23 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012179593041932999 0.0010532507894276712 0.00051529385907800394 0.00058446908346248552 0.00089205236948540934 0.0010382632066667024 0.00093103867361215035 0.0012065465616829254 0.00062546210047695458 0.00068012038161171964 0.00058777700001799986 0.0005973968974442458 0.00025985920261659763 0.0005151872260326111 0.00074892074111070983 0.000616022882521 0.00072804568347588079 0.00098392700338733458 0.00043497519617827207 0.0010246619226479267 0.00099647852121823727 0.0010373709079873124 0.00087208188428314966 0.00068288503589072067 0.0002335252625939391 0.00040302278702238607 3.1427319307683731e-05 0.00086335562023462039 0.0007872259066748087 0.00084791503116196274 0.00087644000555954721
leaf_weight=23 49 190 39 37 21 285 76 34 41 60 32 59 23 23 23 30 268 26 92 571 821 33 32 53 20 20 25 29 50 36
leaf_count=23 49 190 39 37 21 285 76 34 41 60 32 59 23 23 23 30 268 26 92 571 821 33 32 53 20 20 25 29 50 36
internal_value=0 0.000564463 0.000512004 0.000978857 0.000624843 0.000990204 0.00101163 0.000378161 0.000906018 0.000703841 0.000808893 0.000343127 0.000413686 0.00100339 0.000939765 0.000927261 0.000965353 0.000348387 0.000941981 0.00101686 0.00103589 0.00103098 0.000539451 0.000299825 0.000242633 0.000202028 0.000989097 0.000917757 0.000904215 0.000989359
internal_weight=0 673 599 2448 325 2351 1874 274 477 97 103 240 141 1798 314 436 291 102 406 1484 877 854 222 79 99 79 74 314 71 607
internal_count=3121 673 599 2448 325 2351 1874 274 477 97 103 240 141 1798 314 436 291 102 406 1484 877 854 222 79 99 79 74 314 71 607
is_linear=0
shrinkage=0.00196078


Tree=6478
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 14 123 50 2 133 41 52 1 2 52 159 158 151 474 12 2 159 133 15 156 16 12 0 16
split_gain=0.929139 0.198213 0.111581 0.0862104 0.081303 0.0716717 0.0750073 0.0568388 0.0505104 0.050174 0.0483062 0.0527812 0.0521742 0.0464867 0.111001 0.121572 0.0780752 0.116988 0.062809 0.0458093 0.0453092 0.0426247 0.042539 0.0521977 0.0935898 0.0637655 0.0449423 0.0426803 0.042232 0.0786166
threshold=0.10293500000000001 -0.40967499999999996 0.13210500000000003 0.40124500000000002 0.088105000000000003 0.095545000000000005 0.076975000000000002 1.0000000180025095e-35 0.11768500000000003 0.14122000000000004 0.11667000000000001 0.083975000000000008 0.039215000000000007 0.077565000000000009 0.086100000000000024 -0.0064899999999999992 0.076905000000000015 0.088535000000000016 -0.083694999999999978 0.09419000000000001 0.097575000000000009 0.11474000000000002 0.082585000000000006 0.039215000000000007 -0.040439999999999997 0.11386000000000002 0.062650000000000025 0.090695000000000012 -0.10474999999999998 -0.4179199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 13 9 28 10 11 22 -12 -1 16 -16 18 -18 -15 -3 -14 -6 23 25 27 -7 -24 -25 29 -4
right_child=1 2 8 -5 21 7 -8 -9 -10 -11 12 -13 20 14 15 -17 17 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.011599120134721181 0.011238530033358164 0.0059829290788857856 0.0030669104323947228 0.0047569229436868971 0.010371236821603297 0.0093965725600608056 0.014550406117202111 0.0063026722287759188 0.0085464010084116901 0.0069817713960840522 0.0052315455875941554 0.006011903258040548 0.0070543704723769977 0.0068783697439357642 0.0094856051439246927 0.00066669074479829178 0.0022991208437209329 0.012394725709137591 0.011774797028809311 0.010831702122509126 0.013167987011924939 0.0061169030047172022 0.016131105931366192 0.013579819837052906 0.016405063374649462 0.014740463703870775 0.010950643688468546 0.0086671150658124436 0.0030738612208339989 0.011100940077587785
leaf_weight=1138 93 270 29 22 98 209 71 37 27 41 32 20 22 28 54 22 24 22 407 21 27 31 34 28 41 25 33 48 146 21
leaf_count=1138 93 270 29 22 98 209 71 37 27 41 32 20 22 28 54 22 24 22 407 21 27 31 34 28 41 25 33 48 146 21
internal_value=0 0.00692343 0.00629931 0.0109879 0.00725919 0.0110459 0.0113661 0.0100987 0.00449147 0.0103495 0.0106155 0.0110304 0.00837211 0.0112327 0.0104842 0.00693276 0.0110453 0.00712745 0.0114596 0.00633284 0.0104231 0.00934888 0.0112705 0.0108298 0.0125544 0.0099675 0.0135795 0.0104771 0.00393288 0.0064412
internal_weight=0 736 643 2385 420 2363 1766 597 223 560 519 438 81 1695 557 76 481 46 435 291 49 129 418 351 117 234 67 76 196 50
internal_count=3121 736 643 2385 420 2363 1766 597 223 560 519 438 81 1695 557 76 481 46 435 291 49 129 418 351 117 234 67 76 196 50
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 44 10 2 11 12 124 2 133 2 2 49 4 2 2 40 11 43 13 4 481 50 2 42 42 1447
split_gain=0.752603 0.161496 0.0919804 0.0698304 0.0682905 0.0676295 0.0639662 0.0584546 0.0545485 0.056883 0.0544532 0.0522522 0.056872 0.0450316 0.0928279 0.0479485 0.0472166 0.0448543 0.0430913 0.0423977 0.04182 0.0494697 0.0414665 0.0621644 0.0393404 0.0621195 0.052481 0.0687898 0.111031 0.0832618
threshold=0.10293500000000001 -0.065229999999999996 0.14262000000000002 0.40124500000000002 0.42642000000000008 0.086360000000000006 -0.062879999999999978 0.093320000000000014 1.0000000180025095e-35 0.085785000000000014 -0.076779999999999987 0.13712500000000002 0.089980000000000018 -1.0000000180025095e-35 0.10045500000000002 0.0093850000000000027 -0.029144999999999997 0.12043500000000001 0.14122000000000004 -0.026419999999999996 0.08776500000000001 -0.14169499999999999 0.0061450000000000003 -0.068329999999999988 -0.009074999999999998 0.11875500000000001 0.089725000000000013 0.088295000000000012 0.090310000000000015 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 7 17 11 -4 8 24 -10 19 12 13 -3 -15 16 -16 -2 20 -9 21 -12 -23 -24 26 -26 27 29 -29 -1
right_child=1 2 6 -5 -6 -7 -8 10 9 -11 18 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0090713716727101584 0.0097555828462731475 0.0042380202118646728 -0.0024426796348832017 0.0042812307195907295 0.0050953874257034983 0.01153328739805147 0.0037751088806917557 0.0033124268020468732 0.015769059036392721 0.010221983630387848 0.01276047764455571 0.0031244503251362174 0.0025277864482057722 0.011981632767452136 0.01175659987900872 0.0032066454934711395 0.006470758827838945 0.0052190400250256069 0.0062835943067400925 0.0091550853832260432 0.0051331855740863836 0.0099334084094946529 0.010857971535297111 0.0058760667112030427 0.010057689627744885 0.0059036006496564764 0.015208227788248369 0.0032243439548269464 0.011995818314232654 0.014293816380409731
leaf_weight=53 170 59 21 22 52 20 78 27 36 38 51 71 38 36 20 37 109 25 41 23 20 440 40 67 1329 37 31 27 31 72
leaf_count=53 170 59 21 22 52 20 78 27 36 38 51 71 38 36 20 37 109 25 41 23 20 440 40 67 1329 37 31 27 31 72
internal_value=0 0.00623108 0.00517831 0.00988911 0.00831532 0.00586931 0.00245618 0.00994132 0.010267 0.0129206 0.00918165 0.00556315 0.00614224 0.00666848 0.00737836 0.00638006 0.00729027 0.00917397 0.00942305 0.00600005 0.00963133 0.00978177 0.00950405 0.00773846 0.0101427 0.00994517 0.0114034 0.0107588 0.00791255 0.0120795
internal_weight=0 736 489 2385 247 390 99 2363 1654 74 709 370 299 261 202 166 129 195 659 50 618 598 547 107 1580 1366 214 183 58 125
internal_count=3121 736 489 2385 247 390 99 2363 1654 74 709 370 299 261 202 166 129 195 659 50 618 598 547 107 1580 1366 214 183 58 125
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 0 42 0 39 4 0 48 48 48 10 14 0 12 2 3 0 48 4 2 156 0 0 479 15
split_gain=0.610114 0.147274 0.0868016 0.0681902 0.0598852 0.124724 0.0579494 0.0541598 0.060817 0.0515567 0.0509832 0.0906802 0.0554367 0.0963601 0.0626821 0.0494893 0.0480387 0.0479428 0.0477405 0.0529451 0.0462261 0.0550976 0.0565187 0.0426772 0.0496718 0.040987 0.0422329 0.0495642 0.039202 0.115774
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.10276500000000001 -1.0000000180025095e-35 0.18019500000000002 -0.019989999999999997 0.0059850000000000016 0.096625000000000016 0.42642000000000008 -0.069954999999999976 0.087310000000000013 -0.065224999999999991 0.14093000000000003 -0.0026549999999999994 0.062655000000000016 0.024095000000000002 -0.42850999999999995 0.15950500000000004 0.090900000000000009 -0.019414999999999998 0.016865000000000002 0.033845000000000007 0.12358500000000001 0.013700000000000002 -0.11242999999999999 -0.094299999999999981 0.086465000000000014 0.11657500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 15 16 -6 9 10 12 -12 13 -9 -14 -5 20 -7 -4 -20 23 22 -22 24 28 26 -25 -28 -1 -30
right_child=1 2 18 4 7 17 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0093334016254281935 0.0092272839106205054 0.01047521201627595 0.0057283915702386629 0.0048460245897815109 0.00068303071488061862 0.0089722737065651495 0.0044039489601605704 0.0061593417577569202 0.010013466590846128 0.0016908569752202168 0.010620978414571207 0.0023021280532702806 0.0078714126340028914 -0.0013824914685553976 0.0014491583930239791 -0.0010931901028379798 0.011258904302095096 0.0039272824810309848 0.0028847333068903218 -0.0028767275877974252 0.001910694039737185 0.0097732066964021039 0.0076525797101203363 0.010517083599734179 0.0051435051998123529 0.0041816774790209756 0.0058681493496244895 0.0089290319060645086 0.0027800354217602449 0.011702551681082696
leaf_weight=1724 102 28 35 47 33 131 28 32 22 51 38 20 55 36 21 20 89 22 58 22 30 42 40 64 30 27 94 121 33 26
leaf_count=1724 102 28 35 47 33 131 28 32 22 51 38 20 55 36 21 20 89 22 58 22 30 42 40 64 30 27 94 121 33 26
internal_value=0 0.00568703 0.00514887 0.00566614 0.00541111 0.00667122 0.00892605 0.00451104 0.0049704 0.00453187 0.00524915 0.00775241 0.0042409 0.00216661 0.00609684 0.00307312 0.00898063 0.00824685 0.002648 0.00130033 0.00888974 0.00690981 0.00519177 0.00899439 0.00917876 0.00790202 0.00826205 0.00759079 0.00924666 0.00671199
internal_weight=0 773 671 556 528 220 2348 308 275 253 202 58 144 68 76 67 2320 153 115 80 2231 112 70 2119 1813 306 279 215 1783 59
internal_count=3121 773 671 556 528 220 2348 308 275 253 202 58 144 68 76 67 2320 153 115 80 2231 112 70 2119 1813 306 279 215 1783 59
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=31
num_cat=0
split_feature=1 52 3 52 1456 0 48 51 47 48 12 160 16 52 42 44 14 0 1 3 4 16 16 42 48 52 3 51 484 475
split_gain=0.494192 0.119973 0.0728567 0.0588936 0.0560265 0.046939 0.0455623 0.0513848 0.0587433 0.0477676 0.0526973 0.0702538 0.0505243 0.115325 0.0813397 0.0427248 0.0404983 0.0750517 0.100388 0.0803872 0.0427999 0.0442947 0.0848745 0.142026 0.0811591 0.0862201 0.0779989 0.065385 0.0546603 0.0626549
threshold=0.10124500000000002 -0.43320999999999993 0.31534000000000006 0.048770000000000008 -0.049894999999999995 0.18019500000000002 0.14174500000000004 0.10876000000000001 0.078345000000000012 -0.080024999999999985 0.11734000000000001 -0.076689999999999994 -0.42170999999999997 -1.0000000180025095e-35 0.095885000000000012 0.081805000000000017 0.062655000000000016 -0.13027499999999997 0.081670000000000006 -0.0049599999999999991 0.024790000000000003 0.013515000000000001 0.066275000000000014 0.085935000000000025 0.091545000000000015 -0.40306999999999998 -0.10831999999999999 0.11548000000000001 0.0038100000000000005 -0.086169999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 15 7 8 9 -6 11 -11 -13 -14 -15 16 17 18 -1 -20 21 27 23 -23 26 -26 -24 -19 29 -28
right_child=1 2 3 -5 6 -7 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 20 19 -21 -22 22 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0095970710466911149 0.0084666126229344524 0.0094276906781877723 5.690575773386579e-05 0.0053156009140794226 0.0088424515888272295 0.0039635540684685115 0.001402726302492536 0.008392454440053012 0.0069014367677985682 0.0060205518525583823 0.0079460467074144014 0.0049317239363953266 0.0033419144450641809 -0.0062088404522420704 0.0022737525845877827 0.012572662899592184 0.01013301392530583 0.0086769644839123621 -0.0017995442807053526 0.0053738671417928258 0.0069215148919868743 -0.0012667739422925349 0.01376232907440963 0.0072522438344402376 0.0081115548160316676 -0.00062180799432098866 0.011154855361603426 0.0055000625756185728 0.010945744429376316 0.0062518824428890746
leaf_weight=41 94 28 57 34 21 28 36 43 103 86 30 71 124 26 20 21 89 1370 21 61 269 28 29 65 26 20 33 68 55 124
leaf_count=41 94 28 57 34 21 28 36 43 103 86 30 71 124 26 20 21 89 1370 21 61 269 28 29 65 26 20 33 68 55 124
internal_value=0 0.00511833 0.0046548 0.00202169 0.0050623 0.00803345 0.00484403 0.00508046 0.00478437 0.0042075 0.00393486 0.00356686 0.00269127 0.00175554 -0.00252076 0.00808256 0.00804155 0.00795732 0.00555687 0.00353677 0.0080988 0.00827299 0.00731278 0.00468738 0.00816352 0.00431444 0.0088982 0.00852674 0.00823283 0.00728244
internal_weight=0 773 679 91 588 2348 560 524 481 378 357 327 241 170 46 2320 2299 2210 123 82 2087 1818 380 93 287 46 241 1438 212 157
internal_count=3121 773 679 91 588 2348 560 524 481 378 357 327 241 170 46 2320 2299 2210 123 82 2087 1818 380 93 287 46 241 1438 212 157
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=31
num_cat=0
split_feature=1 1429 1 484 16 2 1 50 2 0 16 457 160 2 131 2 1 52 1 0 0 2 1210 1447 393 403 0 1453 1455 0
split_gain=0.402164 0.066093 0.0637434 0.0644216 0.0534295 0.0611078 0.0522875 0.062875 0.0548601 0.0487002 0.0449139 0.0529117 0.0416398 0.0546813 0.041329 0.0404176 0.084856 0.0537847 0.0534811 0.0466775 0.0568446 0.0666691 0.0461531 0.046081 0.0412074 0.0819126 0.0463972 0.0542211 0.0525906 0.0525962
threshold=0.10920500000000001 -1.0000000180025095e-35 0.090540000000000023 -0.020124999999999994 0.5136400000000001 0.09358000000000001 0.14262000000000002 0.13705000000000003 0.25063000000000007 -0.072594999999999979 -0.36241499999999999 0.083415000000000017 0.069910000000000014 0.10699500000000002 0.095715000000000008 0.089005000000000015 0.088485000000000022 0.40674500000000008 0.085345000000000018 0.041630000000000007 0.13134000000000004 0.10672500000000001 -0.15347999999999998 -0.082869999999999985 0.092975000000000016 -0.084674999999999986 -0.085669999999999982 -0.085794999999999982 1.0000000180025095e-35 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 -4 5 9 7 14 -8 -5 -7 12 13 -12 -3 17 18 22 19 23 -21 -22 -1 -17 26 -26 27 -24 29 -28
right_child=1 6 3 4 -6 10 8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.01243858349043876 0.0092696001248744626 0.0037620645402569953 0.0097399200160947184 0.0070162799999239703 0.0083346056494756592 0.0061318840860028053 0.0030154373378371187 0.0097407426042038781 -0.0027866458427160978 0.0041243552010564602 -0.0012340275226565807 -0.0014359744928347379 0.0074402257715436544 0.0059154542838223282 0.0069477756912617586 0.01054369526498608 0.00060382191801354999 0.0036122932393724723 0.012021277028889884 0.00014866806311710249 0.0087300792459006384 0.0018128102306615224 0.013284859943780161 0.0069772331589858976 0.0072408916216398431 0.014871240562448899 0.006371910689270387 0.0080956010743278104 0.011477281525731088 0.010781190441600209
leaf_weight=22 24 355 46 214 73 49 88 21 20 80 23 26 22 20 46 38 21 30 21 21 38 22 21 777 34 24 403 489 24 29
leaf_count=22 24 355 46 214 73 49 88 21 20 80 23 26 22 20 46 38 21 30 21 21 38 22 21 777 34 24 403 489 24 29
internal_value=0 0.00413679 0.00710764 0.00615666 0.00583155 0.00541053 0.00390436 0.00440684 0.00194098 0.00622936 0.00369099 0.00237666 0.00390171 0.00209131 0.00412751 0.00736876 0.00688896 0.00778702 0.00703289 0.00691598 0.0046265 0.00619375 0.00790676 0.00714352 0.00780939 0.0103983 0.00765395 0.00830928 0.00692103 0.0066679
internal_weight=0 554 2567 553 507 434 530 422 108 294 140 91 65 43 401 2014 938 1076 917 896 81 60 1046 815 1024 58 966 510 456 432
internal_count=3121 554 2567 553 507 434 530 422 108 294 140 91 65 43 401 2014 938 1076 917 896 81 60 1046 815 1024 58 966 510 456 432
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=31
num_cat=0
split_feature=1 124 52 44 4 457 1 42 13 50 51 0 0 3 160 49 14 129 52 13 13 2 2 403 12 42 1 13 16 132
split_gain=0.33093 0.0793551 0.0656056 0.0550634 0.061644 0.0499708 0.0453557 0.04422 0.0678155 0.0378908 0.0454109 0.0360413 0.0481202 0.0631503 0.0531549 0.0446513 0.0856828 0.0404946 0.0358015 0.0352837 0.0741709 0.0876289 0.0652463 0.0576322 0.0671542 0.0416609 0.061096 0.0477344 0.0606638 0.052143
threshold=0.11551000000000002 -0.076779999999999987 -0.26636999999999994 0.081805000000000017 0.36766000000000004 0.29113500000000009 0.15799000000000005 -0.0060199999999999993 -0.0093149999999999986 0.13705000000000003 -0.067899999999999974 -0.14920999999999998 -0.13027499999999997 -0.12711499999999995 0.050340000000000003 -0.00064499999999999985 0.077685000000000018 -0.075474999999999987 -0.068719999999999989 0.038215000000000006 0.073000000000000023 0.086825000000000013 0.097070000000000004 0.092070000000000013 0.084595000000000017 -0.082179999999999989 0.088340000000000016 -0.07743499999999999 -0.083539999999999989 0.088210000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 11 9 -1 -9 10 18 15 13 -13 -15 -3 -17 -14 -4 25 21 -21 -23 24 -22 26 -19 29 -29 -27
right_child=2 3 6 -5 -6 -7 -8 8 -10 -11 -12 12 17 14 -16 16 -18 19 -20 20 23 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0067437188801072225 0.0071712591890536722 0.0057347328202171331 0.0037249730469031623 0.010873832999329482 0.0038739021272783214 0.0021506821718783333 -0.00031682370373835935 0.0044675801875397941 -0.0013019414860065337 0.0075058929249644281 0.0024775060675320481 0.0086203593820259397 0.0094910859261922859 -0.00030685234109334875 0.0058062098256777975 0.01422415855362218 0.007280686123032446 0.0072902435682007608 0.0090018704300746325 -0.0025926910163391204 0.0018245772638225131 0.0071233678046007491 0.00052477006355057597 0.010257961957112831 0.0066395744689500477 0.0070881869108953346 0.01215402879591646 0.0075303113819859685 0.0052515851355926044 0.0033964440831914544
leaf_weight=46 40 46 36 28 92 26 39 83 27 20 267 22 46 33 25 27 52 236 20 21 35 43 23 34 168 879 29 154 484 40
leaf_count=46 40 46 36 28 92 26 39 83 27 20 267 22 46 33 25 27 52 236 20 21 35 43 23 34 168 879 29 154 484 40
internal_value=0 0.00632944 0.00331811 0.00646373 0.00641464 0.00651111 0.00291464 0.00414018 0.00305142 0.00328207 0.00302053 0.0065584 0.00646745 0.00405846 0.00232809 0.00821157 0.00965377 0.00655537 0.00560958 0.00649244 0.00553089 0.00303366 0.00482386 0.00644759 0.0058094 0.00666343 0.00782251 0.00646616 0.00580162 0.0069275
internal_weight=0 2699 422 2543 2515 2423 382 156 110 343 323 2397 2272 80 58 125 79 2192 56 2146 324 87 66 237 203 1822 265 1557 638 919
internal_count=3121 2699 422 2543 2515 2423 382 156 110 343 323 2397 2272 80 58 125 79 2192 56 2146 324 87 66 237 203 1822 265 1557 638 919
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=31
num_cat=0
split_feature=1 124 52 52 33 4 15 16 1375 151 1373 0 0 16 393 0 133 2 1429 1429 1429 43 0 16 42 3 403 403 402 13
split_gain=0.268054 0.0642776 0.0533634 0.067109 0.0512498 0.0572871 0.0519985 0.0509828 0.0417752 0.0809534 0.0424659 0.0804178 0.0445601 0.0456403 0.0958613 0.0604778 0.0417669 0.070559 0.0409888 0.0637465 0.0542316 0.0408223 0.0479759 0.0529093 0.0519744 0.0459285 0.0424452 0.122006 0.0512722 0.0432662
threshold=0.11551000000000002 -0.076779999999999987 -0.23375999999999997 -0.16675999999999999 0.082285000000000011 0.36766000000000004 -0.46743999999999997 0.058835000000000005 -0.16449999999999998 -0.044604999999999992 0.078175000000000008 -0.085754999999999984 -0.14920999999999998 -0.071854999999999988 0.084355000000000013 -0.11173999999999999 -0.24098999999999995 0.31358000000000003 0.086095000000000019 0.087865000000000013 0.084770000000000012 -0.00045499999999999995 -0.13843999999999998 -0.081779999999999978 -0.062154999999999995 -0.078344999999999984 -0.52800499999999995 -0.53960999999999981 -0.10234999999999998 0.0036400000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 8 -7 16 9 -3 12 -12 -10 21 15 -15 -5 -18 20 -20 -17 26 -23 -24 -25 -26 27 28 -14 -28
right_child=2 4 3 7 -6 6 -8 -9 10 -11 11 -13 13 14 -16 18 17 -19 19 -21 -22 22 23 24 25 -27 29 -29 -30 -31
leaf_value=0.0037261604135915734 0.0059534594508872003 0.0069113923763127437 -0.0030733343935571613 0.0062248857629198864 0.010622965851375326 0.0074792189518286091 0.0018654630608304587 0.0058735789647397152 0.0076204459973895512 -0.0016761774685056436 0.0049871152202630867 0.012570957946849782 0.0039997793920338162 0.0016716148630466041 -0.0015388342051301154 0.0054963663796053636 0.0025506108030728478 -0.0029250822677008379 0.012260260585356843 0.0061821034742024494 0.00036128370446108637 0.00057154145091772076 0.0063030355834455785 0.0070073394947361188 -0.0024608977395109834 0.0041603449689732357 0.0073217300820249721 -0.00077936443101082539 0.010922807929834919 0.0051195661199960382
leaf_weight=156 53 23 20 26 22 22 66 49 135 21 29 27 20 41 20 996 248 26 22 80 21 20 242 22 20 22 513 28 23 108
leaf_count=156 53 23 20 26 22 22 66 49 135 21 29 27 20 41 20 996 248 26 22 80 21 20 242 22 20 22 513 28 23 108
internal_value=0 0.00569649 0.0029863 0.00256012 0.00581736 0.00577542 0.0032689 0.00288296 0.00586608 0.00281278 0.00592232 0.00864361 0.005857 0.00574869 0.00532544 0.00544379 0.00239449 0.00203102 0.005582 0.00749308 0.00539033 0.00623929 0.00531668 0.00562682 0.00306986 0.00100737 0.00667393 0.00435772 0.00770279 0.00693875
internal_weight=0 2699 422 369 2543 2521 88 349 2433 44 2389 56 2333 2198 1180 1160 300 274 1119 102 1017 1018 326 306 64 42 692 71 43 621
internal_count=3121 2699 422 369 2543 2521 88 349 2433 44 2389 56 2333 2198 1180 1160 300 274 1119 102 1017 1018 326 306 64 42 692 71 43 621
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 49 13 1 50 52 1 2 40 3 16 2 4 47 4 1 15 49 2
split_gain=13.7905 2.37972 1.12565 0.969524 0.857609 0.785162 0.513727 0.448641 0.487865 0.446222 0.445141 0.337534 0.242263 0.185757 0.170283 0.14773 0.147033 0.153765 0.243208 0.144754 0.138461 0.147942 0.136592 0.127112 0.114372 0.1038 0.107359 0.122982 0.103516 0.0929445
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.27834500000000006 -1.0000000180025095e-35 0.10731 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.054984999999999992 -0.0013449999999999996 0.091450000000000017 0.041865000000000006 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -0.077714999999999992 0.10542000000000001 -0.50690499999999983 0.11411 0.061775000000000004 0.090280000000000013 0.038415000000000012 0.082005000000000008 -0.088429999999999995 -0.054319999999999993 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 19 23 11 -4 14 -2 -10 -1 29 -13 25 -19 -3 -15 -22 -5 -9 -14 26 27 -18 -12 -6
right_child=1 4 10 22 15 -7 -8 8 13 -11 28 16 24 20 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075482523309979292 0.00047415140103183542 0.00033136916128878894 0.00068523523042186862 0.00049676148999649691 0.00016913050719800579 0.00047500403757736668 0.00043021479537278922 0.00064548328283238758 0.00030110892061801522 0.00087153194633066426 0.00047965250528609542 0.00080702476070941553 0.00074734175600586273 0.00028658286650099006 0.00069351471078420949 0.00029736061378200936 0.00078053021988111764 0.00043575188251432958 0.00068766607148889041 0.00017980489602275923 0.00034228346852305664 0.00054641466685175107 0.00033346578795341109 0.00047419439303264641 0.00062965386119023911 0.00065861080090055802 0.00085222488963136484 0.00069379417986306679 0.00031756011466560908 2.5091337455604744e-05
leaf_weight=1127 24 47 34 31 61 48 22 31 100 84 33 43 64 20 206 26 73 23 41 50 21 39 54 36 63 196 20 452 28 24
leaf_count=1127 24 47 34 31 61 48 22 31 100 84 33 43 64 20 206 26 73 23 41 50 21 39 54 36 63 196 20 452 28 24
internal_value=0 0.000400754 0.000714678 0.000560527 0.000317883 0.000723191 0.0007284 0.000366239 0.000410614 0.000731296 0.000505455 0.000725895 0.000654819 0.000357448 0.00074535 0.000168023 0.000695312 0.000689345 0.000597134 0.000253243 0.000427872 0.000474969 0.000393021 0.000553447 0.000688961 0.000697309 0.000711226 0.000705855 0.000405249 0.000128461
internal_weight=0 691 2430 236 455 2335 2287 344 247 2265 95 2181 151 180 1333 111 848 805 64 97 80 60 85 67 127 741 545 525 61 85
internal_count=3121 691 2430 236 455 2335 2287 344 247 2265 95 2181 151 180 1333 111 848 805 64 97 80 60 85 67 127 741 545 525 61 85
is_linear=0
shrinkage=0.00196078


Tree=6486
num_leaves=31
num_cat=0
split_feature=1 97 44 1 0 52 151 49 48 1208 1 403 1209 2 3 11 11 1443 1443 1 4 4 16 2 12 484 16 16 2 1
split_gain=0.26897 0.0640163 0.0602441 0.0609782 0.073829 0.0516764 0.0513415 0.0546359 0.0527157 0.0403762 0.0374777 0.0367626 0.0358749 0.0591394 0.034286 0.0348807 0.0583866 0.0470056 0.0493575 0.0441541 0.044572 0.0600535 0.140499 0.0342616 0.0563234 0.0490932 0.0716488 0.0555128 0.118914 0.0454899
threshold=0.11551000000000002 -0.0047149999999999996 0.081805000000000017 0.090540000000000023 -0.14454499999999995 -0.26636999999999994 -0.084129999999999996 -0.074429999999999982 0.086125000000000021 0.086590000000000014 0.15799000000000005 0.022375000000000003 -0.084629999999999997 0.084245000000000014 0.10732000000000001 0.086080000000000018 0.080455000000000013 0.090755000000000016 0.084655000000000022 0.089770000000000016 -0.49013999999999996 -0.15764999999999998 0.064860000000000015 0.085730000000000015 0.080890000000000017 -0.081614999999999979 -0.010264999999999998 -0.018494999999999998 0.083385000000000015 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 -2 8 -8 -6 11 -7 -9 13 -3 15 16 17 18 19 20 -14 22 -22 24 -23 26 -26 -27 -29 -25
right_child=5 2 -4 4 6 10 7 9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 29 25 27 -28 28 -30 -31
leaf_value=0.0015197889513188243 0.006355617517256178 0.012615154634806372 0.010164030039838207 0.0028644570214285828 -0.0011597603377278734 0.0029117986514599951 0.0092987783507664859 0.0058635012025869447 0.0058600482298061252 0.001213391459631649 -0.00035964055374885601 0.0016519505149600181 0.0086680890952140609 0.0060329367699197096 0.0020977364930634696 0.0018479187485008015 0.010746630185050891 0.0014846833054131519 0.0098954873428034086 0.0024041089436246292 0.0072423299327492715 0.010392788938573891 -0.0040026103891432283 0.0057628671975159789 0.0075767348675678178 0.0061848125236840853 0.00024620873038657011 0.0049122066406363796 0.013168917588788916 0.00219981042114464
leaf_weight=37 40 21 30 150 23 343 39 358 20 22 39 22 58 39 24 21 25 24 31 36 25 37 20 1135 24 341 30 33 37 37
leaf_count=37 40 21 30 150 23 343 39 358 20 22 39 22 58 39 24 21 25 24 31 36 25 37 20 1135 24 341 30 33 37 37
internal_value=0 0.00565071 0.00570813 0.00565734 0.00480287 0.00293589 0.00540362 0.00572522 0.00210527 0.00537853 0.0025778 0.00561967 0.00592848 0.00833671 0.00585392 0.00590102 0.00594598 0.00588173 0.00593896 0.00587131 0.00594155 0.00584956 0.00224458 0.00594646 0.00663772 0.00633893 0.00350422 0.00671137 0.00927647 0.00565038
internal_weight=0 2699 2662 2632 634 422 484 441 43 402 382 380 1998 60 1938 1914 1893 1868 1844 1813 1777 1719 45 1674 502 465 54 411 70 1172
internal_count=3121 2699 2662 2632 634 422 484 441 43 402 382 380 1998 60 1938 1914 1893 1868 1844 1813 1777 1719 45 1674 502 465 54 411 70 1172
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 1 2 14 4 1 2 1 2 1447 12 4 3 15 13 106 3 132 12 0 50 49
split_gain=34.0374 5.14524 3.1593 2.86331 2.45475 1.61339 1.23069 1.10509 0.947911 0.873053 0.856857 0.486503 0.388967 0.336136 0.272353 0.271583 0.228818 0.215072 0.211758 0.230197 0.204891 0.200924 0.183924 0.181667 0.186198 0.22469 0.207434 0.164813 0.45846 0.158752
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088305000000000008 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.062655000000000016 -0.013514999999999998 0.086920000000000011 0.17025000000000004 0.091195000000000012 0.14122000000000004 -0.082869999999999985 0.090285000000000018 0.04735000000000001 0.090900000000000009 -0.092919999999999989 -0.097984999999999989 0.087690000000000004 0.31299000000000005 0.08696000000000001 -0.094384999999999983 -0.075934999999999989 0.088425000000000017 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 10 -6 14 -5 11 15 17 18 -4 20 23 -12 19 -14 27 -19 -23 24 25 26 -3 -1 -29 -11
right_child=1 2 8 9 7 -7 -8 -9 -10 29 12 -13 13 -15 -16 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010798883564048867 0.0010101913072495987 0.00070591423746265097 0.00024639114160149062 0.00093194584060361503 0.00091475618852632917 0.00066669455554801971 0.00058820945655111388 0.00051025381990322995 0.00059813503144367922 0.00063297293710736109 0.0011907698996156371 0.001239042896771201 0.0011026574884784347 0.00075479236688151216 7.4562641098072723e-05 0.00099413524841667281 0.00029023391451820534 0.0011923526203337633 0.00091825605155317503 0.00094879699568803724 0.00092799830643538962 0.00085344578947385791 0.0010150794533903469 0.0002966378790254241 0.00035059369711202041 0.00031768909953778086 0.00050644746524094043 0.00081015061514050357 0.0011878928300045452 0.0004354940956090706
leaf_weight=1028 71 23 122 34 82 48 24 38 26 34 28 59 65 34 50 220 30 23 210 88 38 29 406 21 33 21 156 30 21 29
leaf_count=1028 71 23 122 34 82 48 24 38 26 34 28 59 65 34 50 220 30 23 210 88 38 29 406 21 33 21 156 30 21 29
internal_value=0 0.000510969 0.00045209 0.00100887 0.000551532 0.00102249 0.0010299 0.000786664 0.000249189 0.000678727 0.00103456 0.00106479 0.000986751 0.000941218 0.000196441 0.0010571 0.000452181 0.00102395 0.000958679 0.00101416 0.00106951 0.00101375 0.0010043 0.000471308 0.000487051 0.000509567 0.000532077 0.00107449 0.000965692 0.00054207
internal_weight=0 673 602 2448 404 2351 2303 120 198 97 2279 1396 883 397 172 1337 284 486 363 153 1117 458 435 254 233 200 179 1079 51 63
internal_count=3121 673 602 2448 404 2351 2303 120 198 97 2279 1396 883 397 172 1337 284 486 363 153 1117 458 435 254 233 200 179 1079 51 63
is_linear=0
shrinkage=0.00196078


Tree=6488
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 4 2 4 1 14 0 51 0 0 0 2 2 34 13 16 15 12 49 4 4 12 0 11 43
split_gain=24.3695 3.03318 2.42543 2.2234 1.825 1.28441 0.89735 0.792801 0.767991 0.662549 0.574444 0.670041 0.803443 0.513471 0.447845 0.339732 0.282263 0.247924 0.247782 0.245015 0.233728 0.289792 0.226125 0.209868 0.196757 0.181263 0.252213 0.219004 0.17706 0.170726
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.042705000000000007 0.13082500000000002 0.36766000000000004 0.13913500000000004 0.40124500000000002 0.09253500000000002 0.076175000000000007 -0.11173999999999999 -0.09193999999999998 -0.15202999999999997 -0.085669999999999982 -0.15202999999999997 0.17025000000000004 0.14122000000000004 -0.038779999999999995 -1.0000000180025095e-35 -0.36241499999999999 -0.048699999999999993 -1.0000000180025095e-35 -0.028954999999999998 -0.036839999999999991 -0.50262499999999988 0.09320500000000001 -0.076579999999999995 1.0000000180025095e-35 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 7 16 13 10 24 -4 11 12 -1 -6 -13 23 18 -2 -3 -20 -15 -22 -16 -14 -5 26 -24 -27 -12 -11
right_child=1 5 9 8 6 -7 -8 -9 -10 29 28 14 15 20 22 -17 -18 -19 19 -21 21 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011852445117398805 0.00054170171589171365 0.00018005385789757723 0.00091148024079021426 0.0010495261654403865 0.0011835169307991905 0.00067954348047184786 0.0005911494820725684 0.00061371780639769976 0.0005739905378397773 0.00063753446809483594 0.001018608443832058 0.0010532508040170109 0.0007287122425072253 0.00094617738586243963 0.00079037178699558003 0.00055053406041206824 0.00016297236084024988 0.00033411541582979991 0.00031656688838288934 0.00051217832610386761 0.00086135831991018439 0.00065965910784450432 0.0011278516452390484 0.00098980038518122599 0.00086392901353903257 0.0010040161338794836 0.000918392523190102 0.00094830532693121082 0.0012297297115711604 0.00042697632484430193
leaf_weight=20 192 32 34 32 21 39 45 20 32 57 21 573 29 94 22 24 50 25 83 35 161 33 77 20 70 747 31 426 56 20
leaf_count=20 192 32 34 32 21 39 45 20 32 57 21 573 29 94 22 24 50 25 83 35 161 33 77 20 70 747 31 426 56 20
internal_value=0 0.000524408 0.000966923 0.000640419 0.000979923 0.000354033 0.000849841 0.00100221 0.000839012 0.000683507 0.00100601 0.000999513 0.000837058 0.000887514 0.00100757 0.000741664 0.000290558 0.000517786 0.000333087 0.000374587 0.000865931 0.000827049 0.000987476 0.000835279 0.000922156 0.000990861 0.00106773 0.000983784 0.00117215 0.000582844
internal_weight=0 590 2531 351 2420 239 354 2066 134 111 2046 1969 93 309 1876 73 200 217 150 118 288 194 1303 49 102 1281 108 1173 77 77
internal_count=3121 590 2531 351 2420 239 354 2066 134 111 2046 1969 93 309 1876 73 200 217 150 118 288 194 1303 49 102 1281 108 1173 77 77
is_linear=0
shrinkage=0.00196078


Tree=6489
num_leaves=31
num_cat=0
split_feature=1 3 4 2 42 4 3 457 49 2 0 49 34 124 0 2 0 52 16 31 16 12 52 12 4 0 15 160 4 159
split_gain=0.399182 0.0714049 0.0695882 0.0540362 0.0537108 0.0475487 0.0432392 0.0631986 0.040379 0.0423301 0.0460183 0.0434821 0.038734 0.0419344 0.051001 0.0766044 0.0600154 0.0492207 0.043309 0.0397187 0.0362601 0.0556266 0.0478989 0.0590674 0.0416453 0.0478926 0.0415851 0.0404097 0.0609152 0.0396201
threshold=0.10920500000000001 -0.049509999999999992 0.24564500000000003 0.31358000000000003 0.090395000000000017 -0.036839999999999991 -0.07359499999999998 0.29113500000000009 0.14705000000000004 -0.0091949999999999983 -0.070154999999999981 -0.026779999999999995 -0.038779999999999995 0.05852000000000001 -0.074824999999999989 0.13404500000000005 -0.11437499999999999 -0.049749999999999996 -0.39185999999999993 -0.081689999999999985 -0.14771999999999999 1.0000000180025095e-35 0.016565000000000003 0.088365000000000013 0.033845000000000007 -0.097024999999999986 -0.028889999999999996 -0.55323499999999981 -0.51843499999999987 0.12283500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 12 -4 -2 20 8 9 10 -8 -11 19 14 15 -14 -17 -16 -19 -3 22 -22 -1 26 27 -26 -24 -23 -29 -30
right_child=1 3 4 -5 -6 -7 7 -9 -10 11 -12 -13 13 -15 17 16 -18 18 -20 -21 21 24 23 -25 25 -27 -28 28 29 -31
leaf_value=0.011530099512452669 0.0087887869491665212 0.0031402527871250644 0.0055217502458835954 -0.0017595182071723369 0.00063380263464782262 0.0045909947172952563 0.0070457996534449719 0.0005674877669662237 0.0023417157018557192 0.0086743390541928617 0.0007519266294996039 0.0062910918117294939 0.0046088142169277754 -0.00049597888666374438 0.0034865653605407314 0.0024118802726788577 -0.004110070079678692 0.0045410688744769211 0.010462188442858558 -0.0022413400370472421 0.0024434671306085808 0.0027881770683009003 0.0083852003002539283 0.01162831151217688 0.0011461535313477119 0.0062703042214132827 0.0021503780239626119 0.01255365483618031 0.0070550561772713882 0.010558147386958202
leaf_weight=41 33 32 100 23 29 148 21 20 25 92 26 456 112 22 45 43 21 21 30 24 27 21 20 20 24 76 23 21 1492 33
leaf_count=41 33 32 100 23 29 148 21 20 25 92 26 456 112 22 45 43 21 21 30 24 27 21 20 20 24 76 23 21 1492 33
internal_value=0 0.00372658 0.00668639 0.00293573 0.00442291 0.00535634 0.00680616 0.00610028 0.00627876 0.00644418 0.00356408 0.0066912 0.00324427 0.0037034 0.00404305 0.00303174 0.000271865 0.00589712 0.00802408 0.000833856 0.00705741 0.00694614 0.00886984 0.00713855 0.00701907 0.00504051 0.0050503 0.00714534 0.00720452 0.00713086
internal_weight=0 554 2567 373 129 181 2438 640 620 595 47 548 350 294 272 176 64 96 51 56 1798 1694 104 63 1667 100 43 1567 1546 1525
internal_count=3121 554 2567 373 129 181 2438 640 620 595 47 548 350 294 272 176 64 96 51 56 1798 1694 104 63 1667 100 43 1567 1546 1525
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=31
num_cat=0
split_feature=1 52 3 2 4 1 4 3 2 14 12 123 47 50 1 1 12 1375 0 12 3 1 1 15 15 15 4 49 49 43
split_gain=16.6107 1.91078 1.85307 1.35753 0.905417 0.809518 0.801419 0.644406 0.53476 0.498339 0.460167 0.434534 0.408259 0.388984 0.359722 0.305412 0.300684 0.268378 0.267563 0.245514 0.310768 0.209364 0.259638 0.171115 0.219533 0.169702 0.162978 0.147978 0.14095 0.13087
threshold=0.10752500000000002 -0.40967499999999996 -0.065819999999999976 0.14285500000000004 0.36766000000000004 0.10089500000000001 0.41257000000000005 -0.049509999999999992 0.13093500000000002 0.076175000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.090100000000000013 0.041865000000000006 0.077845000000000011 0.13075500000000004 0.087830000000000005 -1.0000000180025095e-35 -0.13027499999999997 -1.0000000180025095e-35 0.11658 1.0000000180025095e-35 0.086560000000000012 -0.088749999999999982 0.082685000000000022 -0.081924999999999984 -0.016959999999999999 -0.054319999999999993 -0.017229999999999999 -0.083434999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 9 8 7 28 11 10 -1 17 -9 25 -13 -8 18 -4 -12 29 -21 23 -23 -19 -25 -5 -18 -16 -3 -7
right_child=1 3 5 13 -6 19 15 12 -10 -11 16 14 -14 -15 27 -17 26 21 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00058350316401011015 0.00080380543929283604 0.00055269474084519482 0.00056417719680158524 0.00021144908553006662 0.00044702189651871818 0.00052013488699246928 0.00042810502124256361 0.00038948865736630728 0.00051867895501757973 0.0009990129354627605 0.00064045485216918997 0.00079093600425245538 0.000605916317884757 0.00042062763112530205 0.00061106425749153648 0.00026499308122390845 0.00082427581516266064 0.00084137195733442803 0.00086493783573273809 0.00077913416883884331 0.00046624133819102835 0.00094721440807842591 0.00078340360021794773 0.00062140748018123064 0.00081022786086096482 2.2319046509592165e-05 0.00077391472367974764 0.00037539920459191004 0.0007338138774748515 0.00031396081451984015
leaf_weight=30 49 24 20 76 24 29 100 106 41 65 21 26 49 30 21 79 769 48 731 26 23 62 93 58 40 24 364 20 53 20
leaf_count=30 49 24 20 76 24 29 100 106 41 65 21 26 49 30 21 79 769 48 731 26 23 62 93 58 40 24 364 20 53 20
internal_value=0 0.000433031 0.000798372 0.000399449 0.00082558 0.000694912 0.00045469 0.000530744 0.000731642 0.000830168 0.000824437 0.000754146 0.000457908 0.000224805 0.000610517 0.000356117 0.000828272 0.000784125 0.000858669 0.000534124 0.000632266 0.000798739 0.000848928 0.000745456 0.000698477 0.000166058 0.000808096 0.000496106 0.000677361 0.000435982
internal_weight=0 590 2531 541 2004 527 411 232 429 1980 1915 388 155 130 67 179 1885 321 752 98 49 301 155 146 98 100 1133 41 77 49
internal_count=3121 590 2531 541 2004 527 411 232 429 1980 1915 388 155 130 67 179 1885 321 752 98 49 301 155 146 98 100 1133 41 77 49
is_linear=0
shrinkage=0.00196078


Tree=6491
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 4 1 2 50 49 1 1 1 52 1 2 16 52 2 47 13 49 15 1 1447
split_gain=22.1097 3.51097 1.81898 1.67891 1.2574 1.04659 0.842809 0.804316 0.724128 0.639406 0.631034 0.567561 0.509853 0.305952 0.29551 0.268639 0.267702 0.207328 0.189202 0.224403 0.351938 0.185533 0.175275 0.15436 0.151302 0.131743 0.125007 0.12296 0.137025 0.109793
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.09253500000000002 0.089885000000000007 0.041865000000000006 -0.054984999999999992 0.091450000000000017 0.11654500000000001 0.12000500000000001 -0.56176499999999996 0.088975000000000012 0.10613000000000002 -0.016164999999999995 -0.16675999999999999 0.13501500000000002 0.090280000000000013 0.05868000000000001 -0.053364999999999996 -0.086254999999999984 0.14699000000000004 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 9 17 -9 12 -10 -4 15 27 -2 -1 -12 -3 -14 29 21 -21 -11 25 -16 -5 -13 28 -6 -20
right_child=1 4 11 23 13 -7 -8 8 10 22 16 26 18 -15 24 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084121164957446303 0.00051241279448694581 0.00033214711480670508 0.00073209865815774243 0.00049233786943385892 0.00018069499387531426 0.00051536361791126525 0.00044237607857973307 0.00069439237803415536 0.00064236088329795694 0.00081809117988336315 0.0003898426365754267 0.000498414760930281 0.00089170692273474465 0.00029373974732487137 0.00082713594764692697 0.00076482660522341839 0.00023646338055141611 0.00013555682581972245 0.00089147095014119435 0.00045399197763455631 0.00086584065168622949 0.00069972856664190109 0.0010279985916200986 0.00023045022062836602 0.00068834524101977991 0.00030580668442340851 0.00032317634341965019 -8.3769791572372988e-05 6.1957757947418614e-07 0.0007663067418356075
leaf_weight=1127 23 30 34 37 33 48 24 30 28 20 105 34 45 26 58 210 75 66 28 27 21 21 65 23 63 24 29 20 32 715
leaf_count=1127 23 30 34 37 33 48 24 30 28 20 105 34 45 26 58 210 75 66 28 27 21 21 65 23 63 24 29 20 32 715
internal_value=0 0.000389782 0.000791069 0.000587637 0.000288409 0.000801926 0.000807898 0.000348495 0.000409605 0.000811748 0.00036853 0.000527934 0.000805283 0.000107609 0.000716147 0.000829214 0.000325935 0.000196991 0.000767949 0.00076109 0.000654127 0.000561502 0.000978609 0.000367336 0.000754873 0.000418949 0.000417749 5.06749e-05 9.20425e-05 0.000771024
internal_weight=0 673 2448 228 445 2351 2303 334 238 2279 208 97 2194 111 144 1337 180 96 857 812 69 48 85 84 121 61 63 85 65 743
internal_count=3121 673 2448 228 445 2351 2303 334 238 2279 208 97 2194 111 144 1337 180 96 857 812 69 48 85 84 121 61 63 85 65 743
is_linear=0
shrinkage=0.00196078


Tree=6492
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 3 3 2 4 1 2 2 14 4 1 1 52 131 42 43 1447 47 14 12 484 49 51 1 447
split_gain=12.3579 1.96066 1.23432 1.05635 0.707524 0.59946 0.396479 0.373681 0.348092 0.320563 0.319687 0.241146 0.228733 0.206297 0.185876 0.303219 0.167194 0.161349 0.130881 0.11589 0.139809 0.110672 0.108823 0.12586 0.105397 0.101813 0.100392 0.0995907 0.140863 0.0971632
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.30112000000000005 0.12745000000000004 0.14122000000000004 0.40473500000000007 0.092845000000000025 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 -0.013514999999999998 0.093100000000000002 0.091450000000000017 0.048770000000000008 0.09031500000000002 -0.11466499999999999 0.066275000000000014 -0.082869999999999985 0.090100000000000013 -0.23083499999999998 0.09320500000000001 0.082450000000000009 -0.053364999999999996 -0.085989999999999997 0.11551000000000002 0.081385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 5 22 13 7 11 14 -6 -5 12 -4 16 19 25 29 -8 -2 -7 21 -21 23 -3 -22 -16 -12 -25 -29 -1
right_child=1 2 6 10 9 8 17 -9 -10 -11 26 -13 -14 -15 15 -17 -18 -19 -20 20 24 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.00072151024996501914 0.00073563613682799795 0.00045852375571492593 0.00024117445840863013 0.00062014390006227089 0.0006295304553939605 0.00083063882355596504 8.4330159820786678e-05 0.00047805320129003795 0.00047355213626552889 0.00039714680297330099 0.00046301600225811743 0.00016452661639752172 0.00044701173282632765 0.00082780967626551048 0.00063124375336872263 0.00044130401598651295 0.0006588172729513781 0.00025673778316773037 0.00056058361371553024 0.00081633572518645728 0.00048157690511625099 0.00068391893181225024 0.00047112156205591469 0.00020306758489625765 0.00064710734463205527 0.00073054217207925247 0.00029947388654787122 0.00037815051389875564 0.00023223868058247363 0.00059540272038658239
leaf_weight=1105 52 33 51 37 74 20 60 37 41 33 31 62 35 59 337 31 212 32 24 26 21 364 32 22 50 45 27 111 33 24
leaf_count=1105 52 33 51 37 74 20 60 37 41 33 31 62 35 59 337 31 212 32 24 26 21 364 32 22 50 45 27 111 33 24
internal_value=0 0.000383243 0.000346526 0.000680414 0.000426048 0.00068866 0.000249492 0.000301805 0.000650216 0.000557861 0.000477733 0.000257743 0.000324945 0.000714335 0.000658318 0.000627806 0.000709342 0.000144298 0.000680356 0.000684517 0.000678177 0.000692747 0.000364992 0.000347926 0.000598148 0.000642941 0.000386884 0.00032594 0.000344712 0.000718829
internal_weight=0 691 615 2430 338 2335 277 185 935 107 95 148 86 1400 894 413 1341 92 76 481 461 390 231 199 71 382 58 166 144 1129
internal_count=3121 691 615 2430 338 2335 277 185 935 107 95 148 86 1400 894 413 1341 92 76 481 461 390 231 199 71 382 58 166 144 1129
is_linear=0
shrinkage=0.00196078


Tree=6493
num_leaves=31
num_cat=0
split_feature=1 4 148 3 12 4 2 3 12 43 16 13 0 15 41 1209 3 1186 151 3 12 4 160 16 16 475 15 475 133 159
split_gain=0.562077 0.118449 0.08343 0.063924 0.0830828 0.0633241 0.0529132 0.0493553 0.0634295 0.0491969 0.0708722 0.0509846 0.0500028 0.0488871 0.0747043 0.0490293 0.0523349 0.0526785 0.0477238 0.0465266 0.0426152 0.064934 0.040814 0.0407477 0.0378186 0.0361973 0.042729 0.0526234 0.0476638 0.0434737
threshold=0.10337500000000001 0.26790000000000008 -0.066239999999999979 0.149315 -1.0000000180025095e-35 0.40124500000000002 0.14122000000000004 -0.13309499999999996 0.10124000000000001 -0.072864999999999985 -0.11118499999999999 -0.061684999999999997 -0.092404999999999973 0.040760000000000005 0.07677500000000001 0.091400000000000023 -0.079594999999999985 0.08426500000000002 -0.087699999999999986 -0.049509999999999992 0.092465000000000006 -0.034939999999999992 -0.53327999999999987 -0.44310499999999992 -0.15241499999999997 -0.091889999999999986 -0.10469999999999999 -0.081219999999999987 0.11667000000000001 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 18 6 13 -3 9 11 23 12 -9 15 19 16 17 22 -4 24 21 -6 -1 -11 -15 -18 -27 -28 29 -29
right_child=1 7 3 -5 20 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0039366229304245541 -0.00011136117391288281 0.0055003697944006752 0.0086182052036747336 0.0032178168774407824 0.012779398614333737 0.0024239158624285752 0.004252308510561905 -0.00086220878307358367 -0.0027630711018684366 0.0039651678504547243 0.00018039263306638681 -0.002404272638498163 0.0057348333782068009 0.0045153975840015658 0.012784107948804425 0.0027721763214107013 0.010299033674943661 0.0035071061147997776 0.0031355212226188015 0.011433175336136374 0.006782520271496781 0.0067731993350510795 0.0084160280777880719 0.0080010132838247549 0.0081799251353114454 0.0083238098506642662 0.0015817245419990893 0.0061764735475668998 0.001895036357878284 0.0090738041583256473
leaf_weight=21 23 70 20 64 36 22 41 20 21 82 37 29 27 29 37 22 28 24 77 43 140 36 648 36 975 113 24 291 22 63
leaf_count=21 23 70 20 64 36 22 41 20 21 82 37 29 27 29 37 22 28 24 77 43 140 36 648 36 975 113 24 291 22 63
internal_value=0 0.0045757 0.0057339 0.00609433 0.00669012 0.00776434 0.00781369 0.00315133 0.00249882 0.00297717 0.00399906 0.000893058 0.00292758 0.00787609 0.00836809 0.00745146 0.00753488 0.00811028 0.00426597 0.00821203 0.00779928 0.0097763 0.00827542 0.00519644 0.00807408 0.00679782 0.00660672 0.00612164 0.00641142 0.0066921
internal_weight=0 718 396 373 309 2403 2381 322 252 231 155 76 47 2340 1084 1256 1234 693 97 1047 212 72 669 118 1004 541 513 400 376 354
internal_count=3121 718 396 373 309 2403 2381 322 252 231 155 76 47 2340 1084 1256 1234 693 97 1047 212 72 669 118 1004 541 513 400 376 354
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=31
num_cat=0
split_feature=1 155 2 457 15 160 11 15 15 14 4 484 10 2 40 132 14 123 15 1 4 44 0 4 49 0 403 49 4 151
split_gain=0.458003 0.112725 0.0879355 0.0866178 0.118216 0.0898699 0.065004 0.0634434 0.0932063 0.073062 0.0601935 0.0669222 0.0551105 0.0516143 0.0458755 0.041989 0.038853 0.0378976 0.037844 0.0408505 0.0347615 0.0346391 0.0490263 0.105894 0.0815907 0.0722266 0.0520231 0.0565389 0.0438805 0.0432727
threshold=0.10124500000000002 0.11245500000000001 0.12043500000000001 0.079590000000000008 -0.41942499999999994 -0.077849999999999989 0.084110000000000004 -0.41942499999999994 -0.30407999999999996 -0.073114999999999986 0.51388000000000011 0.090535000000000018 0.11294000000000003 -0.0050599999999999994 0.051255000000000002 0.080640000000000017 0.062655000000000016 1.0000000180025095e-35 0.095175000000000023 0.081315000000000012 -0.010384999999999998 0.081805000000000017 -0.10607499999999999 0.0033150000000000007 -0.007794999999999999 -0.15599999999999997 -0.081499999999999989 0.093350000000000002 0.0033150000000000007 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 -2 13 10 -9 -10 -4 -12 -7 -6 16 20 17 21 19 -18 -15 22 23 25 29 -1 -26 -28 -24 -25
right_child=1 -3 7 -5 6 12 -8 8 9 -11 11 -13 -14 15 -16 -17 18 -19 -20 -21 -22 -23 28 24 26 -27 27 -29 -30 -31
leaf_value=0.0045315808860002162 0.0058935204951558262 0.0081687865015048766 0.0070175107815252302 0.0013309634133141421 0.002704183878218332 -0.0025041154696066915 0.011489864857867361 -0.0041831219758562471 0.0073865839457341841 0.0012079871494247449 0.0054920434197613405 -0.0024173024762421847 0.0039811000001645875 0.0088778239900063043 0.0022538778604939583 0.0020778406481258573 0.0085353837162256245 0.004621616137834887 0.0063606814524973746 0.014034471406855369 0.0060265989368862858 0.011095701739014615 0.0073438400636370617 0.0066437083296477795 0.0049144995310122057 -0.003041820051148534 0.013748277486141387 0.0071091255608379186 0.0059889242024229079 0.00021674920804798603
leaf_weight=34 40 66 46 66 44 38 22 27 23 114 23 20 20 61 20 20 35 66 32 22 143 21 1705 22 21 20 29 23 278 20
leaf_count=34 40 66 46 66 44 38 22 27 23 114 23 20 20 61 20 20 35 66 32 22 143 21 1705 22 21 20 29 23 278 20
internal_value=0 0.00421642 0.00384746 0.00468 0.00524968 0.002247 0.00626438 0.00235349 0.00118694 0.00224527 0.00450311 0.00181328 -0.000267834 0.00583542 0.00702277 0.00645048 0.00706374 0.00698229 0.00911279 0.0106578 0.00687917 0.00705399 0.00701455 0.00537958 0.00709488 0.00172662 0.00911527 0.0108117 0.00715389 0.00358325
internal_weight=0 773 707 454 388 98 290 253 164 137 89 43 58 268 2348 224 2328 2239 89 57 204 2173 2152 169 115 54 73 52 1983 42
internal_count=3121 773 707 454 388 98 290 253 164 137 89 43 58 268 2348 224 2328 2239 89 57 204 2173 2152 169 115 54 73 52 1983 42
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 1 47 2 14 2 2 49 11 2 1 4 47 1 16 4 16 15 15 1447 1 4 1 48
split_gain=41.1885 6.27736 3.40994 3.08486 2.23473 1.66356 1.54062 1.3985 1.01619 0.931237 0.854308 0.648109 0.49373 0.492915 0.441564 0.424231 0.38235 0.714872 0.369959 0.369087 0.364577 0.346248 0.2962 0.263924 0.25682 0.24499 0.234775 0.207364 0.207237 0.204583
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.14753000000000002 -0.0050599999999999994 -0.054984999999999992 1.0000000180025095e-35 0.094835000000000017 0.088975000000000012 -0.087894999999999987 0.10648500000000001 0.087135000000000004 0.0057500000000000008 0.40945500000000007 -0.29154999999999992 -0.41942499999999994 -0.059484999999999989 -0.082869999999999985 0.122715 0.0052350000000000009 0.13075500000000004 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 18 6 10 15 11 14 19 12 -6 -2 16 -1 25 -18 20 -4 22 29 -3 -13 -17 -8 -15 -27 -5 -14
right_child=1 4 5 28 8 -7 9 -9 -10 -11 -12 23 21 26 -16 24 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011858435440387123 0.00071884853589107925 0.00065469184015998921 0.001166847979686816 0.00057075263215594142 0.00019457176946589778 0.00061619126320104384 0.0012578125215238994 0.00059762044017644855 0.00060550368607644378 0.00074689828262135792 0.0013847911484490812 0.00025551730370852071 0.00068512632136331409 0.0010715695578677983 0.0012023719560144831 0.00099928035294388979 0.0011345400759318963 0.0007114613119345223 0.00084099916704729499 0.001095189540426488 0.00074036157069106898 0.00031183851720124433 0.00043451470794815522 2.8348653267095814e-05 0.00071833673283564002 0.0010790755693388429 0.00084351507527710234 0.0010054456613444167 0.00035516580960902029 0.00041744550285132033
leaf_weight=26 23 34 931 60 64 26 24 69 37 37 60 32 21 100 81 29 28 34 20 393 32 55 76 51 22 475 21 213 24 23
leaf_count=26 23 34 931 60 64 26 24 69 37 37 60 32 21 100 81 29 28 34 20 393 32 55 76 51 22 475 21 213 24 23
internal_value=0 0.000543219 0.00109093 0.000807778 0.000407669 0.00110936 0.00111499 0.000800344 0.000302539 0.00105145 0.00115595 0.000256971 0.000328789 0.000981974 0.00106463 0.000982006 0.00105021 0.000902529 0.000591322 0.00114558 0.000556156 0.000415556 0.000502569 0.000115932 0.000878089 0.00106307 0.00103199 0.00105628 0.000509156 0.000545202
internal_weight=0 673 2448 228 445 2302 2276 146 283 892 1384 246 163 144 855 77 774 62 162 1324 142 99 110 83 51 712 121 688 84 44
internal_count=3121 673 2448 228 445 2302 2276 146 283 892 1384 246 163 144 855 77 774 62 162 1324 142 99 110 83 51 712 121 688 84 44
is_linear=0
shrinkage=0.00196078


Tree=6496
num_leaves=31
num_cat=0
split_feature=1 3 4 2 30 3 14 2 3 12 1 123 39 12 43 14 1 0 15 133 12 13 52 11 43 0 43 157 16 4
split_gain=0.503321 0.123682 0.098764 0.0876351 0.0892897 0.0535935 0.0536647 0.0471197 0.0459155 0.0428839 0.0508345 0.0424518 0.0416482 0.0544746 0.0525838 0.0445213 0.0438906 0.0411668 0.0527434 0.0417307 0.0408587 0.0398678 0.038014 0.0378686 0.0420222 0.0360865 0.0767076 0.0568315 0.0982852 0.0947807
threshold=0.10124500000000002 0.31299000000000005 -0.04890499999999999 1.0000000180025095e-35 0.086430000000000021 0.076840000000000006 -0.46166999999999997 0.14122000000000004 0.11658 -0.42850999999999995 0.14173500000000003 0.092645000000000019 -0.0091949999999999983 0.11734000000000001 0.057265000000000003 0.062655000000000016 0.084785000000000013 0.024095000000000002 -0.14809499999999998 0.0068000000000000014 -1.0000000180025095e-35 0.0015850000000000003 -0.021869999999999997 0.086595000000000019 -0.04652499999999999 -0.10607499999999999 0.08845500000000002 -0.049319999999999996 -0.039889999999999988 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 20 4 17 6 -5 11 -7 -3 -11 12 -1 15 -15 25 21 18 -4 -20 -2 -17 -10 24 -8 26 27 -14 29 -29
right_child=1 9 3 5 -6 8 23 -9 22 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.011720160664879672 0.0034046680718387034 0.0041393254364707642 0.011900284396833742 0.0059178635008603096 0.0013985492760761322 0.0082090084937711562 0.0015822600186807788 0.0038271087309467698 0.0071532310917973522 0.0016420444435524672 -0.0037963752504438161 0.0026600291114300492 0.00020018682174850256 0.00014405360755821069 0.0070652095034070637 0.010032538195706106 0.013532669292319388 0.0024803818245841703 0.0071894518681801861 0.0027047202452085916 0.0080466369593287478 0.0046961548826878986 0.0019479404178824513 0.0045499594927194617 -0.0027009229749794406 0.0073580934750121542 0.011245647553975384 -0.0014132483529725247 0.011473323698513784 0.0059290728177142302
leaf_weight=21 23 35 20 31 41 30 109 41 20 55 25 20 20 21 23 42 21 22 122 25 108 21 47 31 29 1939 24 21 26 108
leaf_count=21 23 35 20 31 41 30 109 41 20 55 25 20 20 21 23 42 21 22 122 25 108 21 47 31 29 1939 24 21 26 108
internal_value=0 0.00424554 0.00477435 0.00416352 0.00562889 0.00302872 0.00209321 0.00718745 0.00495761 0.00121982 -5.74617e-05 0.00724717 0.00728729 0.00724621 0.00376193 0.0073152 0.00957348 0.00654659 0.00708226 0.00642674 0.00723163 0.00825374 0.00350176 0.00139165 0.000682171 0.00722648 0.00594406 0.00521698 0.00586431 0.00473381
internal_weight=0 773 658 527 230 297 200 2348 97 115 80 2307 2287 2266 44 2222 84 189 167 147 131 63 67 169 138 2138 199 175 155 129
internal_count=3121 773 658 527 230 297 200 2348 97 115 80 2307 2287 2266 44 2222 84 189 167 147 131 63 67 169 138 2138 199 175 155 129
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=31
num_cat=0
split_feature=1 3 39 4 48 147 47 13 454 1429 2 393 0 43 0 42 41 159 483 16 12 4 39 51 3 1456 132 1 48 48
split_gain=0.407801 0.0942761 0.0643415 0.0530766 0.0495964 0.0569515 0.0470558 0.0460707 0.0535111 0.0434859 0.0402306 0.0654637 0.0457865 0.152826 0.0593862 0.0949008 0.0456756 0.0478742 0.0522398 0.042801 0.0418755 0.040501 0.0485665 0.0385774 0.037756 0.0381429 0.0350918 0.0499713 0.034173 0.0567352
threshold=0.10337500000000001 0.31299000000000005 0.087880000000000014 0.40124500000000002 -0.081134999999999999 0.099730000000000027 0.078345000000000012 -0.11122999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.089005000000000015 0.086855000000000016 -0.067624999999999977 -0.083684999999999996 -0.071719999999999992 0.11387000000000001 0.076195000000000013 0.11389500000000001 -0.095084999999999989 0.0028900000000000006 0.085250000000000006 -0.52556499999999995 -0.046074999999999991 0.11144500000000002 0.088060000000000013 -0.16480999999999998 0.10365500000000001 0.14754500000000001 0.10168500000000001 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 -2 7 -4 -6 -9 23 12 21 14 -14 15 16 17 18 -1 -15 -18 -12 -23 -10 25 -20 27 -3 -24 -30
right_child=1 26 6 -5 5 -7 -8 8 9 -11 11 -13 13 19 -16 -17 20 -19 24 -21 -22 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011291757648411607 0.0097423318889923397 0.0014104007289984801 0.001760265613615891 0.0015484980704389851 0.0019083669101301996 -0.00042995422014168328 0.0058199309546681545 0.00029196325689554218 0.0047906680885324024 0.0097177345446349747 0.010056520951911807 0.0015669315471313894 -0.0015759821179219418 0.0042348364321514965 0.011919311542684835 0.0017641175930787412 0.0129008162394166 0.0028403706549267687 0.0032906534598657385 0.010248113171687223 0.0067617616313509644 0.0013004525453739224 0.0063338553362070477 0.0078592231535181706 0.0028166322122243318 0.0070974877685376419 0.0041060208728344273 -0.004295477360137738 -0.00029644708016089033 0.0058135656773282045
leaf_weight=28 20 66 138 22 45 21 36 20 250 24 26 32 27 20 24 35 25 28 27 29 20 21 896 49 22 1045 29 20 21 55
leaf_count=28 20 66 138 22 45 21 36 20 250 24 26 32 27 20 24 35 25 28 27 29 20 21 896 49 22 1045 29 20 21 55
internal_value=0 0.00372175 0.00422216 0.00643776 0.00488002 0.00464225 0.0026002 0.00491678 0.00531147 0.00562227 0.00648293 0.00602053 0.00684834 0.00446501 0.00699278 0.00689666 0.00704698 0.00692469 0.00702661 0.00779371 0.0101723 0.00616039 0.00605837 0.00529354 0.00691745 0.00700161 0.00109784 8.34523e-05 0.00616117 0.00412527
internal_weight=0 718 603 2403 429 409 174 388 343 323 2381 1051 1330 76 1254 1230 1195 1150 1122 49 45 1019 993 299 1094 1072 115 86 972 76
internal_count=3121 718 603 2403 429 409 174 388 343 323 2381 1051 1330 76 1254 1230 1195 1150 1122 49 45 1019 993 299 1094 1072 115 86 972 76
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=31
num_cat=0
split_feature=1 2 4 4 133 10 12 48 15 0 15 15 16 40 3 49 39 12 1455 10 51 2 14 12 43 15 457 4 16 16
split_gain=0.331836 0.0867803 0.06568 0.0612379 0.0533189 0.066648 0.0482055 0.0797815 0.0411365 0.051626 0.0462137 0.0409469 0.0392416 0.0375556 0.0375848 0.035952 0.0307498 0.0408996 0.0392946 0.0380021 0.0295077 0.0275967 0.0446245 0.0363 0.0547248 0.0335743 0.0438285 0.0285092 0.0274775 0.0649378
threshold=0.10124500000000002 0.13622000000000004 -0.0086549999999999978 0.0061450000000000003 0.089200000000000015 0.09820000000000001 -0.010834999999999999 0.083685000000000009 -0.045854999999999993 -0.062294999999999996 -0.41942499999999994 -0.30407999999999996 -0.40995499999999996 0.051255000000000002 0.12178000000000001 -1.0000000180025095e-35 -0.0091949999999999983 0.11734000000000001 0.10563500000000002 -0.015579999999999998 -0.12463499999999998 1.0000000180025095e-35 -0.23083499999999998 0.10312500000000001 -0.072864999999999985 -0.083359999999999976 0.094310000000000019 0.50822500000000004 0.0057500000000000008 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 6 15 5 21 7 -2 9 11 -11 -3 -6 14 16 -4 -1 18 19 -18 -8 23 27 24 -5 -24 -27 -23 -21 -30
right_child=1 8 3 4 12 -7 20 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 28 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0095419768952643095 -0.0017452866093001585 0.0020431840860737796 -0.0034625301882624626 0.0047966910619288688 0.0033380241760124379 -0.00029282199944039651 0.009878477426190373 0.0058217131232499685 -0.0015268183979464489 0.0038193979699696814 -0.0019992113263679833 0.0066190699312948832 -0.0022694370971294122 0.0015084332460537555 0.002151051175746101 0.0025334687347640284 0.0017428013559600169 0.0034873754812204945 0.0086860932428024559 0.0061031011815876144 0.0058341499888229014 0.0092633120203390717 0.00092971898894002487 0.003093114046579493 0.0099523290732343294 0.0073929782777738115 0.001586585633832818 0.003987855007428499 0.0030325847466621363 0.0058920773045039307
leaf_weight=23 22 48 20 50 26 30 21 38 36 21 39 33 24 20 27 20 22 70 51 1695 128 20 54 35 35 26 26 21 104 336
leaf_count=23 22 48 20 50 26 30 21 38 36 21 39 33 24 20 27 20 22 70 51 1695 128 20 54 35 35 26 26 21 104 336
internal_value=0 0.00343453 0.00401194 0.00324048 0.00366757 0.00417618 0.00544042 0.00304715 0.00149025 0.00226057 3.73019e-05 0.00390743 0.000646443 0.00582327 0.00586034 -0.000464531 0.00590387 0.00586713 0.00594258 0.00587771 0.00640416 0.00467831 0.00375976 0.00580354 0.0069196 0.00267616 0.00448978 0.00656125 0.00592032 0.0052162
internal_weight=0 773 596 387 347 297 209 60 177 141 60 81 50 2348 2328 40 2301 2278 2208 2157 149 267 147 120 85 106 52 41 2135 440
internal_count=3121 773 596 387 347 297 209 60 177 141 60 81 50 2348 2328 40 2301 2278 2208 2157 149 267 147 120 85 106 52 41 2135 440
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=31
num_cat=0
split_feature=1 52 12 2 1 4 3 4 4 14 1 2 2 0 0 4 50 47 457 4 15 2 16 2 12 13 1 13 52 0
split_gain=19.8597 2.41615 1.88068 1.5551 1.28694 0.985553 0.858165 0.699689 0.54527 0.433406 0.400556 0.363311 0.360055 0.331786 0.314699 0.271462 0.27102 0.261372 0.21888 0.215317 0.338941 0.260004 0.210832 0.193965 0.144773 0.140851 0.13273 0.130987 0.123289 0.123046
threshold=0.10752500000000002 -0.42635499999999998 0.051320000000000005 0.14285500000000004 0.08864000000000001 0.27287000000000006 -0.045649999999999989 0.052250000000000012 -0.17966999999999997 0.076175000000000007 0.12958500000000003 0.092365000000000017 0.10444500000000002 -0.23194499999999998 -0.067094999999999988 0.27834500000000006 0.041865000000000006 0.090100000000000013 0.045365000000000009 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.10850999999999998 0.12358500000000001 0.095780000000000018 -1.0000000180025095e-35 0.14754500000000001 -0.11122999999999998 -0.07167999999999998 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 13 6 -3 9 -6 11 -7 -4 14 -1 18 22 26 25 -10 21 -21 -15 24 -13 -9 -8 -5 -28 -14 -19
right_child=1 3 7 16 8 10 17 15 12 -11 -12 23 28 19 -16 -17 -18 29 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010740655416260855 0.00088807928146619937 0.00074167147087042821 0.00089871184321561729 0.00023996316147130675 0.00087154410039601944 0.00045246757611637386 0.00037465506690457796 0.00087463182049577024 0.0007796607155949784 0.0010503730065797312 0.00027703663760484087 0.00084516317822905588 0.00034532658317509818 0.00097391982457486754 0.00045480196159698217 0.00056366983846344758 0.00039166565034903734 0.00069252218744334057 0.00059742595813762648 0.00082812095474224957 0.00057236735131415708 0.00071085108261482381 0.00071871911269463914 0.0006767955313877565 0.00072140249064545222 0.00054872310081241179 0.00019963251722730869 -1.9618708311634905e-05 0.00052973014069919585 0.00048618164799157893
leaf_weight=22 45 72 1337 58 31 116 70 113 58 61 88 435 20 52 25 21 30 25 45 76 27 20 84 28 30 24 22 20 46 20
leaf_count=22 45 72 1337 58 31 116 70 113 58 61 88 435 20 52 25 21 30 25 45 76 27 20 84 28 30 24 22 20 46 20
internal_value=0 0.000451404 0.000850881 0.000415349 0.000731393 0.00047397 0.000567925 0.00087479 0.000630073 0.000887827 0.000376791 0.000882319 0.000591488 0.000847114 0.000652145 0.000776955 0.000228211 0.000477927 0.000700044 0.000818583 0.000761079 0.000900845 0.000796687 0.000834981 0.000842486 0.000419098 0.000179174 9.52272e-05 0.00047385 0.000600815
internal_weight=0 590 2531 545 422 415 211 2109 225 1861 204 1800 194 197 128 248 130 139 103 175 103 72 227 463 143 94 100 42 66 45
internal_count=3121 590 2531 545 422 415 211 2109 225 1861 204 1800 194 197 128 248 130 139 103 175 103 72 227 463 143 94 100 42 66 45
is_linear=0
shrinkage=0.00196078


Tree=6500
num_leaves=31
num_cat=0
split_feature=1 3 4 43 13 43 4 1 2 15 51 16 2 130 11 41 12 1186 1456 133 1375 16 52 3 52 42 13 1213 1212 160
split_gain=0.342833 0.0851373 0.0770475 0.0519473 0.0633447 0.0425183 0.0410967 0.0386021 0.0529207 0.0517838 0.0374575 0.046651 0.0451153 0.0374733 0.11356 0.0510411 0.0411889 0.0381122 0.0379341 0.0475272 0.0545428 0.0424406 0.0663011 0.0678803 0.0576151 0.0391604 0.0461348 0.0457274 0.0572027 0.0574279
threshold=0.10124500000000002 0.31370500000000007 -0.013125 -0.24021999999999996 0.17001000000000002 -0.084359999999999991 0.042705000000000007 0.083345000000000016 0.088665000000000008 -0.093244999999999981 -0.22411499999999998 0.23311500000000004 0.121465 -0.068174999999999986 0.086080000000000018 0.07831500000000001 0.085785000000000014 0.021560000000000003 0.056265000000000009 0.11269500000000002 0.084315000000000015 0.0057500000000000008 -0.43851499999999993 -0.11171999999999999 -0.160465 -0.12099999999999998 0.0049450000000000006 -0.066379999999999981 0.055770000000000007 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 -5 -2 10 8 -8 -9 11 -1 13 16 15 17 -12 18 21 20 -20 25 -23 -24 -25 -15 -27 -28 29 -29
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.011956800241023302 0.0027070266050508336 0.00081069912894677547 0.0078312426360081077 0.0032420019970412842 -0.0020395406764388709 0.0062843854677476834 0.010224226644883554 0.0048729943437501796 0.0049883321960257944 -0.0010025934510243437 0.01181146513818848 0.0062958559650625736 0.0022222474852066124 0.0086310946450491137 -0.0010134706111705823 0.0090574037486856641 0.0068509866889300101 0.0091394597891013372 0.0086135028316194247 0.0026795318466611207 0.0033480745072112135 0.006668195822660667 -0.0012725713774561882 5.4072029888629915e-05 0.0050798371492815362 0.0061097041612531312 0.0074051482630345753 -0.00021360548035729502 -0.0013516408602961085 0.0057795542128967932
leaf_weight=24 42 103 23 422 24 159 21 40 239 24 22 37 31 54 23 55 70 37 136 20 23 109 25 27 147 1040 34 21 22 67
leaf_count=24 42 103 23 422 24 159 21 40 239 24 22 37 31 54 23 55 70 37 136 20 23 109 25 27 147 1040 34 21 22 67
internal_value=0 0.00348733 0.00389882 0.00319679 0.00295779 0.00553688 0.00591534 0.00486968 0.00541123 0.00266965 0.00608272 0.00852311 0.00600689 0.00606761 0.00596914 0.00605752 0.00803719 0.00596388 0.00589577 0.00727393 0.00785184 0.0057362 0.00468576 0.00359991 0.00429998 0.00599754 0.00587743 0.00419988 0.00320917 0.00434937
internal_weight=0 773 670 469 446 201 2348 324 260 64 2024 61 1963 1932 1840 1817 92 1762 1725 179 159 1546 308 199 174 1238 1184 144 110 88
internal_count=3121 773 670 469 446 201 2348 324 260 64 2024 61 1963 1932 1840 1817 92 1762 1725 179 159 1546 308 199 174 1238 1184 144 110 88
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 2 1 2 4 13 15 1 52 10 160 4 3 1 2 1 0 43 0 0 3 47 14
split_gain=7.74686 1.28946 0.715528 0.654471 0.39269 0.371114 0.330226 0.270522 0.254173 0.226652 0.213561 0.190929 0.148147 0.141744 0.135533 0.134114 0.134092 0.133006 0.129564 0.123742 0.120225 0.174663 0.124828 0.0966541 0.315649 0.177904 0.121513 0.117772 0.095934 0.0990734
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.40473500000000007 0.27834500000000006 0.089885000000000007 0.092845000000000025 0.14285500000000004 0.27834500000000006 -0.10278499999999999 -0.41942499999999994 0.14089500000000002 -0.56176499999999996 -0.38124499999999995 -0.067824999999999983 -0.17966999999999997 -0.0025099999999999996 0.089770000000000016 0.09678500000000001 1.0000000180025095e-35 -0.076234999999999983 -0.061959999999999994 -0.070154999999999981 -0.071719999999999992 0.090900000000000009 0.090100000000000013 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 10 -4 8 12 -5 11 -3 -1 -12 -7 -10 -15 -13 -2 -19 22 -22 -17 27 25 -25 -26 -14 29 -20
right_child=1 5 6 9 -6 14 -8 -9 15 -11 13 17 23 16 -16 20 -18 19 28 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0006767398930814754 0.00046887794381701481 0.00034028742404215506 0.00053120650377094542 0.00050958960213923991 0.00038018399945405476 0.00046408835099502778 0.00031139979739930752 0.00034300464333272449 0.00064203382910955886 0.00031318278665474266 0.00020729428398184513 0.00031573062211605389 0.00058222691917423947 0.00016266282673413847 0.00025112521953369471 0.00053003312042522596 -2.5356367591726764e-05 0.0002248922085259325 0.00038543385857482682 6.9674994772546655e-05 0.00030220946758797692 0.00051660941125447645 0.00062956309717199113 0.00051667435971253055 0.00049924265831812593 0.00026115660560641058 0.00064094831448754453 0.00044054857948247126 0.00040708575927305454 0.00026724453514123848
leaf_weight=56 20 43 129 37 48 27 33 22 43 58 37 23 1173 25 20 709 35 39 33 40 21 48 52 20 38 22 60 23 30 157
leaf_count=56 20 43 129 37 48 27 33 22 43 58 37 23 1173 25 20 709 35 39 33 40 21 48 52 20 38 22 60 23 30 157
internal_value=0 0.000313925 0.000385743 0.000549212 0.000555703 0.000214027 0.000486431 0.000559387 0.000561488 0.000389678 0.000183062 0.000230703 0.000577938 0.000111845 0.000373466 0.00053526 5.2985e-05 0.000184506 0.000317779 0.000146301 0.000529728 0.000451357 0.000536834 0.000573796 0.00052505 0.000382832 0.000586001 0.000579502 0.000304042 0.000287772
internal_weight=0 691 402 2430 2335 289 162 2287 2265 95 242 145 1392 97 47 873 60 102 240 79 830 69 761 1336 140 42 98 1196 220 190
internal_count=3121 691 402 2430 2335 289 162 2287 2265 95 242 145 1392 97 47 873 60 102 240 79 830 69 761 1336 140 42 98 1196 220 190
is_linear=0
shrinkage=0.00196078


Tree=6502
num_leaves=31
num_cat=0
split_feature=1 2 0 4 2 30 44 1 49 151 14 11 13 10 2 10 11 41 4 4 16 3 0 4 403 51 13 43 12 157
split_gain=0.32292 0.0889804 0.0533792 0.0698055 0.0557105 0.0507192 0.0494261 0.0442266 0.0435152 0.0589289 0.0424009 0.0485905 0.0417292 0.0412792 0.0551162 0.0572647 0.0407895 0.0660268 0.0397134 0.118156 0.077231 0.0565339 0.0387785 0.035916 0.0354051 0.0316551 0.0314787 0.0313939 0.0309002 0.029135
threshold=0.11846000000000002 0.10188000000000001 -0.13455999999999999 0.42642000000000008 0.15609500000000001 0.086065000000000016 1.0000000180025095e-35 0.16773500000000005 -0.088694999999999982 0.015440000000000001 0.076175000000000007 0.08776500000000001 -0.14179999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.077290000000000011 0.079395000000000007 -0.35136499999999998 -0.14098499999999997 0.25084500000000004 0.092670000000000016 0.048635000000000005 0.51164000000000009 -0.054954999999999997 0.24916000000000002 0.01128 -0.00045499999999999995 0.095780000000000018 0.12040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 12 6 10 13 -3 27 11 18 -4 14 15 -2 -12 -18 20 -20 22 25 -1 -15 26 -21 -14 -10 -26 -30
right_child=7 2 4 -5 -6 -7 -8 -9 9 -11 16 -13 24 23 -16 -17 17 -19 19 21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.013575995959607618 0.0016317195746272898 0.0064304061298025772 0.0014925290044629947 0.0082839527272708015 -0.000162313599139452 0.0016585829651689734 0.010816883088555189 -0.0019315293787614159 -4.1731240344233814e-06 -0.0035652168991509824 0.0057142668619479357 0.00082381378160789609 0.0048071493966166277 -0.0032365616616083399 0.0021659003117949598 0.0071408935171483022 0.013657746083724002 0.0059796954017309924 -0.000656194418893549 0.0059039755485779033 0.0043797125824942039 0.0019070498645305635 0.0081105245441636629 0.0024262857836826399 0.0067850466394245128 0.002247955193161033 2.2420501336455347e-05 0.0036669540002549185 0.0053846512504122403 0.001333544810768217
leaf_weight=21 29 20 28 21 20 29 20 23 36 20 41 20 44 21 207 54 24 21 29 1790 39 37 34 24 181 24 20 66 158 20
leaf_count=21 29 20 28 21 20 29 20 23 36 20 41 20 44 21 207 54 24 21 29 1790 39 37 34 24 181 24 20 66 158 20
internal_value=0 0.00550235 0.00446243 0.00290267 0.00500222 0.00581203 0.00586939 0.00231036 0.00210685 0.00139807 0.00582182 0.00572805 0.00523125 0.00260159 0.00303886 0.005216 0.00799587 0.0100747 0.00577774 0.00567745 0.00778364 0.00577668 0.0101973 -0.000216376 0.00547873 0.0058556 0.00331192 0.00237126 0.00586501 0.00492947
internal_weight=0 2763 634 163 471 2129 2100 358 142 122 2080 1994 451 335 290 83 86 45 1974 1880 94 1851 55 45 423 1814 64 102 359 178
internal_count=3121 2763 634 163 471 2129 2100 358 142 122 2080 1994 451 335 290 83 86 45 1974 1880 94 1851 55 45 423 1814 64 102 359 178
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 47 4 2 4 14 12 12 47 52 2 12 1 0 4 3 15 4 3 147 160 43 2 15 13
split_gain=25.4889 3.05685 2.50931 2.4497 1.22701 1.13646 1.07967 0.939593 0.794363 0.786893 0.647504 0.661507 0.46918 0.364592 0.331796 0.479511 0.281562 0.254522 0.247699 0.238752 0.219138 0.217283 0.200261 0.183711 0.179221 0.17688 0.174911 0.347659 0.144884 0.138315
threshold=0.10752500000000002 0.13075500000000004 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.13082500000000002 0.40124500000000002 0.13404500000000005 -0.17966999999999997 0.076175000000000007 0.051320000000000005 0.087830000000000005 0.077555000000000013 0.14295500000000003 0.10402500000000002 -1.0000000180025095e-35 0.15799000000000005 -0.13027499999999997 0.033845000000000007 0.10732000000000001 -1.0000000180025095e-35 -0.036839999999999991 0.090900000000000009 0.089810000000000015 0.030480000000000004 -0.04890499999999999 0.11362000000000001 0.089295000000000013 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 24 8 10 17 22 13 -6 11 -1 18 20 15 16 -11 -3 -13 -14 21 23 -5 25 26 -4 29 -28 -12 -2
right_child=1 6 4 7 9 -7 -8 -9 -10 14 28 12 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00079459220189825029 0.00059907327272077857 0.00039884063350484968 0.0009485064332002129 0.0011412414302136385 0.0010986842089121692 0.00065596929684378735 0.00072326295268841277 0.00062763875660796955 0.00073932640144930165 0.00071881476944773157 0.0013582187714119343 0.00091141991727714997 0.0010699270053154992 0.0012247175717298821 0.0009773641212536396 0.00056165668773953611 0.00095100304431262536 0.00021475015887703633 0.0011274135529818856 0.00098923346513591194 0.00081682533122917394 0.001091153146232395 0.00095399930196649887 0.00080462877632550946 0.00041994424235117001 0.0011113082571446806 0.00081287001651226816 0.00057687605426835461 0.0011712725339483479 0.000437370087729451
leaf_weight=31 53 165 75 32 29 24 39 32 40 57 37 21 968 34 21 51 31 35 730 165 21 108 70 21 23 39 36 72 28 33
leaf_count=31 53 165 75 32 29 24 39 32 40 57 37 21 968 34 21 51 31 35 730 165 21 108 70 21 23 39 36 72 28 33
internal_value=0 0.00059586 0.00104842 0.000712323 0.00092803 0.00108008 0.000424821 0.000920777 0.00099878 0.000801505 0.00108523 0.00107869 0.00108337 0.00103361 0.000747642 0.000712935 0.000800608 0.000366625 0.00112137 0.00105818 0.00100899 0.0010256 0.00101274 0.000973157 0.0005836 0.0010042 0.000603003 0.000655541 0.00127769 0.000537024
internal_weight=0 590 2531 351 527 2004 239 134 338 189 1980 1915 1884 298 160 139 88 200 751 1133 264 243 102 135 217 114 194 108 65 86
internal_count=3121 590 2531 351 527 2004 239 134 338 189 1980 1915 1884 298 160 139 88 200 751 1133 264 243 102 135 217 114 194 108 65 86
is_linear=0
shrinkage=0.00196078


Tree=6504
num_leaves=31
num_cat=0
split_feature=1 2 1 1456 10 133 2 16 42 13 132 3 12 52 13 3 12 2 2 16 43 43 49 12 2 1 3 480 4 4
split_gain=0.345904 0.0614494 0.0543036 0.0588689 0.0533057 0.0879743 0.0679071 0.0470242 0.0495548 0.0501786 0.0442622 0.0432961 0.0427031 0.0561574 0.0485875 0.042317 0.0414508 0.0664356 0.0384785 0.0413196 0.0356337 0.0458102 0.0475109 0.0722466 0.0347905 0.0399234 0.0347612 0.0338883 0.0672851 0.0351039
threshold=0.10920500000000001 0.13622000000000004 0.090540000000000023 -1.0000000180025095e-35 0.094860000000000014 0.085635000000000003 -0.13033999999999998 0.5136400000000001 -0.064119999999999996 0.0061450000000000003 0.081465000000000024 0.0022600000000000003 0.090695000000000012 -0.160465 -0.078279999999999975 -0.083654999999999993 -0.42850999999999995 0.31358000000000003 0.13404500000000005 0.11346000000000002 -0.085594999999999991 -0.081779999999999978 -0.08130999999999998 -0.010834999999999999 0.11448000000000001 0.12500000000000003 -0.012939999999999998 -0.080264999999999989 -0.023539999999999995 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 18 -4 5 6 -2 8 9 -5 24 -6 13 -10 -14 -15 -3 -18 27 -20 -17 -22 -23 -24 -8 -26 -7 28 -1 -29
right_child=1 16 3 7 11 26 10 -9 12 -11 -12 -13 14 15 -16 20 17 -19 19 -21 21 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.013067388227431193 0.010526379193401054 0.005882933852262795 0.0085631542774133908 0.010317201905239088 0.0035503886137157681 0.0026079129936222578 0.0060167194816513336 0.007059657525359685 -0.0020175091322744265 0.0042163494342405882 0.00032228593111292207 -0.0025322501431219282 0.0078389217431928653 -0.00051254732129366509 0.0040151481762424942 0.0078133268440565614 0.0019866166787016063 -0.0034646419773775119 0.00062941233269297168 0.0064481040685559106 0.00013480488978530049 0.008713898399756068 -0.0002241164291211005 0.0052899490925090113 0.0023276105185673721 0.0073072808550759443 -0.0024616683539490972 0.0062907097601239892 0.0055201427557592447 0.0049786776079568445
leaf_weight=21 21 20 43 26 25 38 138 73 20 28 22 22 48 23 108 22 130 27 26 23 32 21 35 74 69 21 21 1685 27 232
leaf_count=21 21 20 43 26 25 38 138 73 20 28 22 22 48 23 108 22 130 27 26 23 32 21 35 74 69 21 21 1685 27 232
internal_value=0 0.00313238 0.0058876 0.00500986 0.00385402 0.00430277 0.00506461 0.00471027 0.00431781 0.0071538 0.00460582 0.000703196 0.00391795 0.00304261 0.00519169 0.00353151 0.00159533 0.00104914 0.00612861 0.00336063 0.00403702 0.00352418 0.00435849 0.00351938 0.00501915 0.00348953 0.000803486 0.00619764 0.00882206 0.00613192
internal_weight=0 554 2567 553 377 330 271 510 437 54 250 47 383 227 156 207 177 157 2014 49 184 162 130 109 228 90 59 1965 48 1917
internal_count=3121 554 2567 553 377 330 271 510 437 54 250 47 383 227 156 207 177 157 2014 49 184 162 130 109 228 90 59 1965 48 1917
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 1 2 4 1 2 12 1 1 12 0 15 0 4 2 2 2 4 475 2 52 52 16
split_gain=14.7381 2.29819 1.30982 1.08512 0.83722 0.683243 0.556747 0.491436 0.425366 0.365853 0.297172 0.253335 0.447649 0.224151 0.208542 0.199842 0.166033 0.157935 0.154569 0.27897 0.218461 0.150815 0.1445 0.14136 0.130757 0.122295 0.119268 0.114155 0.194095 0.140923
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.098630000000000009 -0.025214999999999998 0.062655000000000016 0.092845000000000025 0.14122000000000004 -0.17966999999999997 0.089625000000000024 0.090425000000000019 -0.42850999999999995 0.122715 0.12656000000000003 0.087695000000000009 -0.036484999999999997 -0.15914499999999995 -0.11173999999999999 0.024790000000000003 0.14122000000000004 0.11411 -0.0091949999999999983 -0.49013999999999996 -0.07675499999999999 0.15950500000000004 0.039215000000000007 -0.12647999999999995 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 15 11 -4 25 -8 16 23 -6 -2 -3 18 -17 -1 20 -20 -12 -5 -13 -21 -7 -15 28 -27 -29
right_child=1 4 8 22 13 9 10 -9 -10 -11 21 12 -14 26 -16 17 -18 -19 19 24 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.00095795404931366807 0.0007182167792092255 0.00036869000135373106 0.00068903387521473058 0.00051242543430380391 0.00029936000417803182 0.00079664443345630871 0.00068260531023146462 0.00093079667261602712 0.00041996813587028285 0.00051550664522541248 0.0004578505709235157 0.00058510331045679689 0.00045602136948173717 0.00016942365506875226 0.00053323203168225059 0.00017613754876688584 0.00075777050267980225 0.00035760570734906267 0.00055561518346817758 0.00091896644330997598 0.00079510418039434793 0.0002796570505219904 0.00034446954982830026 0.00075207092587630919 0.00079931433543126314 0.00072181385097873894 -1.7490353779632505e-05 0.00075870557617740476 0.00060166376625762918 0.00058989385923174822
leaf_weight=23 122 100 37 31 35 54 21 76 58 41 140 21 23 35 29 54 670 28 32 37 27 21 54 272 689 112 21 140 96 22
leaf_count=23 122 100 37 31 35 54 21 76 58 41 140 21 23 35 29 54 670 28 32 37 27 21 54 272 689 112 21 140 96 22
internal_value=0 0.000425923 0.000750453 0.000582935 0.000344484 0.000759636 0.000386538 0.000776361 0.000524762 0.000692374 0.000463223 0.000769819 0.000719427 0.000176265 0.00068269 0.000309854 0.000780593 0.000238102 0.000799517 0.000794875 0.000665212 0.000434608 0.000405724 0.000740104 0.000805412 0.000709477 9.93309e-05 0.000696755 0.00066636 0.000735781
internal_weight=0 691 2430 236 455 2335 364 1870 95 465 182 1794 316 91 151 182 1478 82 808 785 59 161 85 293 726 424 56 370 208 162
internal_count=3121 691 2430 236 455 2335 364 1870 95 465 182 1794 316 91 151 182 1478 82 808 785 59 161 85 293 726 424 56 370 208 162
is_linear=0
shrinkage=0.00196078


Tree=6506
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 2 4 14 157 15 2 1 13 47 47 0 16 4 0 47 49 16 3 51 16 3 4
split_gain=20.2685 2.56928 2.15179 1.70989 1.19552 0.866626 0.770545 0.715064 0.703864 0.465985 0.388287 0.366161 0.364607 0.329398 0.298819 0.283532 0.284759 0.262326 0.231017 0.228009 0.212203 0.210066 0.187286 0.172047 0.188715 0.176389 0.1633 0.156249 0.176979 0.159357
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092390000000000014 0.13075500000000004 0.090285000000000018 -0.17966999999999997 0.14753000000000002 0.033845000000000007 0.076175000000000007 -0.071119999999999989 0.13592500000000005 0.11389000000000002 0.16175000000000003 -0.00096999999999999983 1.0000000180025095e-35 0.091680000000000011 -0.13027499999999997 0.25792000000000009 0.024790000000000003 -0.092404999999999973 0.077555000000000013 -0.066019999999999981 -0.088909999999999989 -0.013929999999999998 -0.10056999999999998 -0.073404999999999984 -0.15713499999999997 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 13 -3 10 -6 11 12 18 -5 21 22 -7 16 -13 23 -4 -2 -17 -8 26 25 -25 -9 -1 -23 -29 -30
right_child=1 5 6 8 7 14 9 17 -10 -11 -12 15 -14 -15 -16 20 -18 -19 -20 -21 -22 27 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00085048644811122349 0.00057153040579721039 0.00033420613617722079 0.00063023213986997248 0.00018568002468194155 0.00080149870167593327 0.00015599427447385316 0.00088437819013408589 0.00037720792903822906 0.00015187059844238025 0.0006486782961113985 0.00099324597504691801 0.00031295478855954318 0.00051819534697597697 0.00049403749867848751 -7.8680873282399829e-05 0.00070580277340344605 0.00053450598023924113 0.00062379932412753977 0.00081388211878245158 0.00076202016308237906 0.00044950522603078063 0.0007970610141321855 0.00088183877373195017 0.00046453165551870731 0.00026766119442661021 0.00060383802789966184 0.00069397816007091186 0.00085252570139223555 0.00059771941990411574 0.00073617486832409343
leaf_weight=31 40 133 27 20 28 126 56 23 43 171 46 54 23 22 25 27 38 31 1068 61 23 269 33 36 39 31 148 46 35 368
leaf_count=31 40 133 27 20 28 126 56 23 43 171 46 54 23 22 25 27 38 31 1068 61 23 269 33 36 39 31 148 46 35 368
internal_value=0 0.000353105 0.000756672 0.00047776 0.000628862 0.000218795 0.000782246 0.000512428 0.000374879 0.000741556 0.000816767 0.000434072 0.000761483 0.000722407 0.000117141 0.000469057 0.000404465 0.00046184 0.000809354 0.000686579 0.000587906 0.000768712 0.000746106 0.00042292 0.000362159 0.00050731 0.000721083 0.000759691 0.000737302 0.00072415
internal_weight=0 590 2531 306 422 284 2109 188 205 968 1141 162 797 234 151 142 92 160 1095 101 50 774 212 129 75 54 179 718 449 403
internal_count=3121 590 2531 306 422 284 2109 188 205 968 1141 162 797 234 151 142 92 160 1095 101 50 774 212 129 75 54 179 718 449 403
is_linear=0
shrinkage=0.00196078


Tree=6507
num_leaves=31
num_cat=0
split_feature=1 3 1 39 393 1456 13 0 12 42 51 52 48 15 2 484 2 147 16 52 1 13 3 3 133 4 16 43 16 131
split_gain=0.427137 0.0762751 0.0611896 0.0552721 0.0529093 0.0529047 0.048975 0.05682 0.0479751 0.0596239 0.0484568 0.046551 0.0442943 0.0423614 0.0414453 0.0374613 0.0359931 0.0348515 0.0360634 0.0646251 0.0653447 0.0724004 0.05371 0.0879462 0.0495068 0.0356102 0.0347622 0.0340742 0.0315027 0.0311383
threshold=0.10920500000000001 0.31534000000000006 0.090540000000000023 0.087880000000000014 0.084355000000000013 -1.0000000180025095e-35 -0.11122999999999998 -0.10224499999999999 0.088795000000000013 0.091545000000000015 0.092545000000000016 0.048770000000000008 0.091840000000000019 0.035560000000000008 0.13404500000000005 -0.065594999999999987 0.11093500000000002 0.090425000000000019 0.19444000000000003 -0.45478499999999994 0.085110000000000005 0.0036400000000000004 -0.14186499999999996 -0.12018999999999998 0.088115000000000013 -0.15464999999999998 0.11346000000000002 0.070450000000000013 -0.11676499999999999 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 4 6 -4 7 12 9 10 13 28 -2 -7 17 -8 27 18 22 24 21 -21 25 -24 -20 -1 -16 -10 -3 -25
right_child=1 11 5 -5 -6 8 15 -9 16 -11 -12 -13 -14 -15 26 -17 -18 -19 19 20 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.011625506296312732 0.0080650050425902006 0.0011996466410346329 0.0088613488191608778 0.0023503478061637651 -0.00018279402283951642 0.0047131779738184484 0.0024340095925920956 -0.0018390120356343688 0.0053841247597825447 -0.00088590028795546721 0.00062122761379354281 0.0036446630184346924 0.0016929465045298761 0.0094592804532675524 0.0013025751364274096 0.0062337728812660014 0.010123085317068868 0.002598943220509682 0.0092840531793209249 0.0043815610236090773 0.009286182997748256 -0.0021991440361099584 0.0018572183951203313 0.0070076084521951409 0.0049391472246497871 0.0077003677356869806 0.0066396233403002436 0.0091540490897993251 -0.0035087053720080467 0.0045421146115569291
leaf_weight=38 20 30 43 156 21 180 30 20 214 21 26 34 24 21 26 192 21 20 61 82 20 21 35 1530 46 59 23 27 27 53
leaf_count=38 20 30 43 156 21 180 30 20 214 21 26 34 24 21 26 192 21 20 61 82 20 21 35 1530 46 59 23 27 27 53
internal_value=0 0.00336289 0.00642459 0.00388309 0.00466194 0.00549286 0.00501768 0.00258048 0.00520885 0.00421196 0.00468356 0.000716186 0.00458934 0.00520904 0.00668043 0.00572029 0.00615247 0.00675206 0.00679477 0.00561895 0.00405553 0.00303986 0.00695246 0.00681544 0.00741615 0.00923805 0.00380772 0.00580648 -0.00103063 0.00692506
internal_weight=0 554 2567 463 307 553 286 64 510 248 227 91 44 201 2014 222 262 1965 1945 230 123 103 1715 1618 107 97 49 241 57 1583
internal_count=3121 554 2567 463 307 553 286 64 510 248 227 91 44 201 2014 222 262 1965 1945 230 123 103 1715 1618 107 97 49 241 57 1583
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 1 14 2 16 1 0 3 1 2 3 3 4 16 14 159 2 1 47 15 3 2 11
split_gain=26.7078 3.93535 2.41136 2.15107 1.64664 1.12897 0.915484 0.874462 0.73739 0.712173 0.648844 0.510663 0.401547 0.482125 0.350751 0.301563 0.292382 0.240532 0.157534 0.156269 0.247002 0.143105 0.16071 0.142707 0.138829 0.158229 0.137187 0.251299 0.145969 0.129643
threshold=0.10508500000000001 -0.40967499999999996 0.13146500000000003 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.14122000000000004 -0.52595999999999987 0.086920000000000011 -0.23001499999999997 -0.11171999999999999 0.16540500000000002 0.14122000000000004 -0.13927999999999999 -0.10831999999999999 -0.012509999999999999 -0.45661999999999997 -0.46413499999999996 0.083335000000000006 0.10060500000000001 0.12337000000000002 0.078345000000000012 1.0000000180025095e-35 -0.12018999999999998 0.084055000000000005 0.08326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 9 15 -6 -5 12 11 -7 26 -14 -15 -4 21 23 -19 -20 -21 -3 24 -13 25 -23 27 -1 -28 -25
right_child=1 2 6 8 7 10 -8 -9 -10 -11 -12 17 13 14 -16 -17 -18 18 19 20 -22 22 -24 29 -26 -27 28 -29 -30 -31
leaf_value=0.00088156310980975659 0.0010043218188672985 0.0007027641411811586 0.00033301937632620283 0.00095533304573858484 0.00092133546321123262 0.00066479110445072452 0.0006586440881067888 0.00054595783791121309 0.00059702659806673151 0.0012395855809460166 0.00070928440980224847 0.0012204304921860788 0.0007100488896063272 0.0007485368738279623 0.0010147773364325634 8.9213522748752706e-05 0.00032527340059145812 0.00078936205482950394 0.0010057409051729932 0.0010892060298120698 0.00090604189668445001 0.00055081927568672836 0.00044498060231095153 0.00090073422474019665 0.00041738248627587639 0.00070683426150097001 0.0011303396138261574 0.0010445334570311777 0.001059631851172431 0.0010966751173683493
leaf_weight=39 71 21 172 34 80 21 33 34 63 70 41 20 23 20 390 22 25 20 212 33 199 103 58 20 21 33 143 541 522 37
leaf_count=39 71 21 172 34 80 21 33 34 63 70 41 20 23 20 390 22 25 20 212 33 199 103 58 20 21 33 143 541 522 37
internal_value=0 0.000567723 0.00051623 0.00100877 0.000612782 0.00102057 0.000356728 0.000809381 0.000722619 0.00104581 0.000947416 0.000964789 0.00103773 0.000986293 0.00100179 0.000305371 0.000526911 0.000976434 0.000959591 0.000967259 0.000932095 0.000548271 0.000533181 0.00107793 0.000565764 0.000588676 0.00105561 0.00103358 0.00107484 0.00102792
internal_weight=0 673 602 2448 375 2351 227 114 97 1748 603 562 1678 433 410 194 261 541 464 444 232 236 215 77 157 136 1245 580 665 57
internal_count=3121 673 602 2448 375 2351 227 114 97 1748 603 562 1678 433 410 194 261 541 464 444 232 236 215 77 157 136 1245 580 665 57
is_linear=0
shrinkage=0.00196078


Tree=6509
num_leaves=31
num_cat=0
split_feature=1 4 4 52 148 3 457 0 49 2 376 2 48 15 11 11 11 11 1 2 2 52 52 1212 2 2 1213 2 0 4
split_gain=0.445166 0.0788239 0.0616788 0.0680338 0.0596252 0.04716 0.0663214 0.0472422 0.0445893 0.0443364 0.0432371 0.057165 0.0396461 0.0384883 0.0559726 0.0533502 0.0428469 0.0461497 0.0420254 0.264949 0.052401 0.0471994 0.0405756 0.0401124 0.0726308 0.0896802 0.0605432 0.0374285 0.0495034 0.0373684
threshold=0.10920500000000001 0.27287000000000006 0.24564500000000003 0.039215000000000007 -0.066239999999999979 -0.07359499999999998 0.29113500000000009 -0.23091999999999999 0.13087000000000001 0.25063000000000007 0.084145000000000011 1.0000000180025095e-35 0.10990500000000002 -0.15914499999999995 0.097680000000000017 0.08976000000000002 0.086080000000000018 0.080455000000000013 0.077845000000000011 0.083715000000000026 0.083715000000000026 -0.0092699999999999987 0.084240000000000023 0.12218000000000002 0.083935000000000023 0.084055000000000005 0.18587500000000004 -0.0091949999999999983 -0.070154999999999981 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 13 7 -7 27 -3 11 -6 29 -1 15 16 17 18 20 -20 21 -15 -23 24 -22 -26 -27 28 -9 -13
right_child=1 9 3 -5 10 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.010090219920599148 -0.00063581886701285844 0.0026318654657779376 0.0026083740035861827 0.007322037972538966 0.007058218856450524 0.0095897443051374456 0.00027407442219555382 0.007027821395812291 0.0022758852725019096 -0.001867011370632099 0.0014614372669408719 0.0039057978066921353 0.0064781675186867897 0.0056139972441914404 0.0017416927009998335 0.011265251193461674 0.0024799464286347343 0.010463794126796227 0.0067692076971257306 -0.0021059632930602577 0.0018307300406117328 0.014446595717560164 0.0090501851249045057 0.010397322114669916 0.013623349378467537 0.0069680825544206687 0.0014146021520718933 0.0063672863185130395 0.00049996963254950687 -0.0011542701208963992
leaf_weight=38 20 251 79 50 116 37 20 21 32 24 30 54 39 22 21 28 22 36 370 37 28 22 38 33 20 1063 20 504 26 20
leaf_count=38 20 251 79 50 116 37 20 21 32 24 30 54 39 22 21 28 22 36 370 37 28 22 38 33 20 1063 20 504 26 20
internal_value=0 0.0034407 0.00656634 0.00443538 0.00462493 0.0066791 0.00594192 0.00612475 0.00590484 0.00223924 0.00503117 0.00549882 0.00389802 0.0069415 0.00687352 0.00693549 0.00686463 0.00692174 0.0068446 0.00596237 0.00713278 0.0095761 0.0110289 0.00696066 0.00686038 0.00698806 0.00686553 0.0061156 0.00341667 0.00253821
internal_weight=0 554 2567 129 279 2438 640 620 583 275 259 229 113 1798 1760 1739 1711 1689 1653 407 1246 82 60 1164 1131 1103 1083 551 47 74
internal_count=3121 554 2567 129 279 2438 640 620 583 275 259 229 113 1798 1760 1739 1711 1689 1653 407 1246 82 60 1164 1131 1103 1083 551 47 74
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=31
num_cat=0
split_feature=1 12 44 2 15 151 4 157 150 15 1 3 9 4 0 0 150 41 475 10 2 10 15 2 2 152 50 4 4 15
split_gain=0.365972 0.0968779 0.0649245 0.0674647 0.0742175 0.0663845 0.0538788 0.0461008 0.0475242 0.0474579 0.045399 0.0439052 0.0422922 0.0415862 0.0415213 0.0411279 0.0402985 0.0394616 0.0347538 0.0345101 0.0455226 0.0640423 0.0326483 0.0476341 0.0323731 0.032149 0.0311868 0.0308965 0.0294546 0.0613455
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 0.11362000000000001 -0.042209999999999991 0.079100000000000018 -0.17966999999999997 -0.078969999999999985 -0.093459999999999988 -0.14601999999999996 0.16773500000000005 0.13524500000000003 0.081890000000000004 0.40124500000000002 -0.068944999999999992 -0.14920999999999998 0.085825000000000012 0.079395000000000007 -0.028204999999999997 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.13592500000000005 0.12992500000000004 0.121465 0.083250000000000018 0.086295000000000011 0.51164000000000009 -0.013125 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 18 -8 -9 -10 19 -5 13 15 28 17 -16 -3 -1 20 21 -2 23 24 25 -17 -22 -21 -11 -30
right_child=10 12 -4 4 -6 -7 7 8 9 14 -12 -13 -14 -15 16 22 -18 -19 -20 27 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0046426424211988759 0.0015171591975792712 0.010987937478630833 0.0091726480523357159 0.0056300057647398344 -0.0013071023918783818 0.00058552137379592757 0.0014448353334477074 0.00046823491284158085 0.0095789413863363176 0.0032898677223457554 -0.0018957069589068062 0.00031578522175550465 0.009896827784591708 0.0021524705855106865 -0.00045272782833004994 0.0061238436502188184 0.0056251258988049817 0.0055202911396256904 0.0089326448032054414 -0.0026806798342260581 0.0015505785794391015 0.0069164583102604609 0.0033035575502232632 0.010715925603091654 0.002531646370726566 0.002094211959047243 0.0045737675175421995 0.002571574159082957 0.0055391810538675335 0.011383781555507864
leaf_weight=28 35 33 30 53 39 32 38 20 26 39 23 22 29 27 24 1967 20 22 58 21 152 59 43 22 26 20 44 24 124 21
leaf_count=28 35 33 30 53 39 32 38 20 26 39 23 22 29 27 24 1967 20 22 58 21 152 59 43 22 26 20 44 24 124 21
internal_value=0 0.00580016 0.00464381 0.00439405 0.00223123 0.00496745 0.00531977 0.00470891 0.00516159 0.00553115 0.00240203 0.00407117 0.00610337 0.00605244 0.00506956 0.00610181 0.00230993 0.00880088 0.0075359 0.0026971 0.00309691 0.00490608 0.00603037 0.00608799 0.00603741 0.00608328 0.00222925 0.000120522 0.00572947 0.00638564
internal_weight=0 2763 574 544 114 430 398 312 274 254 358 75 2189 2160 228 2133 44 55 86 335 290 94 2078 2035 2013 1987 196 45 184 145
internal_count=3121 2763 574 544 114 430 398 312 274 254 358 75 2189 2160 228 2133 44 55 86 335 290 94 2078 2035 2013 1987 196 45 184 145
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=31
num_cat=0
split_feature=1 2 123 48 14 457 131 106 48 147 4 3 12 4 160 1420 0 4 1 3 4 4 16 1210 9 151 157 0 43 401
split_gain=0.297539 0.0845996 0.0525297 0.0508556 0.0444132 0.044111 0.0429051 0.0428439 0.0404482 0.0384002 0.0694954 0.0378944 0.0448735 0.0339734 0.0335565 0.0308009 0.0325236 0.0549049 0.0953437 0.100988 0.0871025 0.043332 0.0386106 0.0508867 0.0383643 0.0375664 0.0358988 0.035205 0.0322863 0.0499209
threshold=0.12000500000000001 0.10188000000000001 0.085740000000000011 0.082620000000000013 0.076175000000000007 0.045365000000000009 0.077860000000000013 0.085655000000000009 0.081805000000000017 0.089365000000000014 -0.0043399999999999992 0.30112000000000005 -0.42850999999999995 -0.50427999999999995 -0.24498999999999996 -0.085924999999999987 -0.075934999999999989 -0.17966999999999997 0.078340000000000007 0.092670000000000016 -0.097604999999999983 -0.51253999999999988 -0.082404999999999992 -0.14175499999999996 0.085555000000000006 1.0000000180025095e-35 -0.23976499999999998 -0.053834999999999994 -0.0040649999999999983 0.11336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 7 6 -5 9 -4 15 -11 -2 -13 -3 -15 -1 24 18 21 -20 -19 -18 -22 -24 25 26 -17 -25 29 -28
right_child=11 2 8 5 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 16 17 20 19 -21 22 -23 23 27 -26 -27 28 -29 -30 -31
leaf_value=0.009259584991113198 0.002720417345973379 0.0083738483102933966 -0.0010465684012160637 0.0046829401850281812 0.0077372339326292035 -0.00081491793454107307 -0.00016218062247271123 0.0016011768213376916 0.0043217996559105814 0.0060250692248630987 -0.0018156388308852912 0.0032705059548949495 -0.0012631914887725679 0.0081235169008972916 0.004541658860149205 0.0017375351035628806 0.00078581126034259804 -0.0023894563317298891 0.015138515871062519 0.0056428586831316352 0.00023121890611946586 0.0068709680186161267 0.009634519251994789 0.004853470016349979 0.0096635566369513981 0.0034812703282669092 0.0059939106871193179 0.0011191617032605351 0.0050752262665208067 0.010274928149634176
leaf_weight=22 239 28 32 89 86 27 23 29 25 26 20 34 61 28 397 22 25 20 21 24 20 22 20 195 24 77 1002 29 426 28
leaf_count=22 239 28 32 89 86 27 23 29 25 26 20 34 61 28 397 22 25 20 21 24 20 22 20 195 24 77 1002 29 426 28
internal_value=0 0.00520734 0.00420735 0.00448651 0.00551089 0.0028133 0.00368796 0.00541759 0.00130798 0.0054723 0.00261607 0.00204887 0.000359395 0.00499992 0.00477764 0.00553875 0.00549688 0.00466104 0.00678417 0.0100742 0.00397327 0.00363418 0.00445529 0.00480153 0.00569592 0.00563468 0.00574687 0.00437001 0.00580745 0.00611029
internal_weight=0 2787 649 592 2138 139 112 2052 57 2023 46 334 95 453 425 1977 1955 376 92 45 284 47 264 244 1579 1555 1478 224 1456 1030
internal_count=3121 2787 649 592 2138 139 112 2052 57 2023 46 334 95 453 425 1977 1955 376 92 45 284 47 264 244 1579 1555 1478 224 1456 1030
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 15 0 47 4 11 0 2 34 13 11 1 0 12 131 2 43 2 0 31 0 4 15
split_gain=6.67857 0.843658 0.697886 0.497979 0.380383 0.296247 0.276263 0.238913 0.199499 0.185983 0.16077 0.157715 0.15141 0.152465 0.148077 0.208275 0.140713 0.133366 0.128234 0.126995 0.143985 0.116688 0.140081 0.104951 0.177269 0.112706 0.0958659 0.0941694 0.138549 0.221065
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.088245000000000004 0.23246000000000003 0.024640000000000006 -0.23194499999999998 0.080455000000000013 -0.00099499999999999979 1.0000000180025095e-35 -0.11242999999999999 0.13754500000000003 -1.0000000180025095e-35 -0.016469999999999995 0.080150000000000013 0.14089500000000002 -0.092404999999999973 0.12757000000000002 0.08844500000000001 0.31358000000000003 -0.079914999999999986 0.11177500000000001 -0.072269999999999987 -0.077289999999999984 0.11070500000000001 -0.064054999999999987 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 9 14 12 -5 10 -1 -6 19 13 -4 15 26 -17 -14 -7 -8 -21 22 -16 25 -25 -2 -3 28 -11 -30
right_child=1 5 6 7 8 18 11 -9 -10 27 -12 -13 17 -15 21 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00069024803219844527 0.00011552849775362832 0.00022490094899350972 0.00042163646396468668 0.00053217713003360953 0.00035557185568653102 0.00045347685813051621 0.00062232028212550004 0.00034770315346214072 0.00058430804497971924 0.00060210237286838838 0.00049170523457556096 0.00048761077898509765 0.00073973194167420669 0.00056894271054379927 0.00015377157238669173 0.00023378126147985569 0.00039748119614217085 0.00057209808793332842 0.00024632737361232512 0.00053699092910793023 0.00039152007823243205 0.00027869747202916473 -3.1723185698045233e-05 0.00047351089554006649 0.00029774371492971428 0.0003068603194577517 4.3853320092445546e-05 0.0003900823069576225 0.00052644855288021708 0.00030704828612444855
leaf_weight=22 20 22 28 79 162 27 65 41 21 50 42 309 37 767 72 52 33 36 20 840 27 20 20 28 104 29 23 26 76 23
leaf_count=22 20 22 28 79 162 27 65 41 21 50 42 309 37 767 72 52 33 36 20 840 27 20 20 28 104 29 23 26 76 23
internal_value=0 0.000298546 0.000530204 0.000371199 0.000457416 0.000222877 0.000544768 0.000469149 0.000402332 0.00052033 0.000383599 0.000526 0.000571602 0.000563755 0.000195211 0.00024023 0.000297335 0.000657063 0.000365328 0.000538728 0.000532461 0.000142956 0.000113447 0.000306261 0.000335028 0.000228766 0.000132365 0.000498968 0.000517969 0.000475477
internal_weight=0 590 2531 301 422 289 2109 120 225 197 204 1241 868 795 242 130 85 73 47 932 867 112 92 181 132 49 45 175 149 99
internal_count=3121 590 2531 301 422 289 2109 120 225 197 204 1241 868 795 242 130 85 73 47 932 867 112 92 181 132 49 45 175 149 99
is_linear=0
shrinkage=0.00196078


Tree=6513
num_leaves=31
num_cat=0
split_feature=4 2 3 3 121 12 2 10 1 2 9 48 1375 151 12 12 158 43 48 157 157 475 1429 52 4 15 160 1428 157 159
split_gain=0.281149 0.0980525 0.0763566 0.0448999 0.0447015 0.0695426 0.0444477 0.0403549 0.0404103 0.0389132 0.0632224 0.0389879 0.038641 0.0694348 0.0417605 0.0608697 0.0511933 0.0560581 0.0533154 0.0570924 0.0645431 0.0617911 0.0582282 0.0576927 0.0551466 0.0695699 0.0852334 0.0493813 0.0389699 0.0398419
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.63141500000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090999999999999984 -0.15282499999999996 0.086920000000000011 0.096325000000000008 -1.0000000180025095e-35 0.083685000000000009 -0.16449999999999998 -0.044604999999999992 0.08598500000000002 0.085885000000000017 0.112085 -0.11720999999999999 -0.098424999999999985 -0.084764999999999993 -0.080544999999999992 -0.085734999999999992 0.057970000000000008 0.2800700000000001 0.0016150000000000003 -0.098289999999999975 -1.0000000180025095e-35 -0.066124999999999989 -0.027269999999999996 -0.085489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 -6 -2 -9 10 -8 -12 13 -7 15 16 17 -14 -19 21 -21 -20 -23 24 28 -26 -27 -16 -22 -30
right_child=3 -3 -4 -5 5 12 9 8 -10 -11 11 -13 14 -15 27 -17 -18 18 19 20 23 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0099373043699597478 -0.0011113208555616437 -0.00033857624512165788 0.0017320526749244891 -0.0024803049420006572 -0.00066106263750597197 0.0061239951183897972 0.0023840870287996242 0.0067626974808619083 0.0024091249799087951 0.0025998718074351748 0.0053361415041281897 0.010600361932301895 0.0090502726508581901 -0.0019324580114334822 0.00018665173061890527 0.01099020006755988 0.010853401077329182 0.01054934703744948 0.011555997647896962 0.00065535694525084088 0.0090769175617467796 0.0087547596574662941 0.0032188367968621224 0.00049342949502170091 0.0044468996910533558 0.0057491678088395434 0.01428355954377912 0.0051859025305400876 0.0080557453663899544 0.0042952101314847257
leaf_weight=20 30 33 64 20 23 23 41 23 292 101 34 24 47 20 20 24 20 20 27 34 21 38 38 25 36 22 25 1636 31 309
leaf_count=20 30 33 64 20 23 23 41 23 292 101 34 24 47 20 20 24 20 20 27 34 21 38 38 25 36 22 25 1636 31 309
internal_value=0 0.00507964 0.00514531 0.00212619 0.00522746 0.00519177 0.0035021 0.00239324 0.002727 0.00398086 0.00538975 0.00751444 0.00534773 0.00237681 0.00540156 0.0060391 0.00586763 0.00571946 0.00546939 0.00530173 0.00486251 0.00744669 0.0059868 0.0051675 0.00543068 0.00775493 0.0102887 0.00512553 0.0048963 0.00463808
internal_weight=0 2756 2723 365 2659 2639 223 345 315 200 99 58 2416 43 2373 717 693 673 626 606 503 103 76 469 444 83 47 1656 361 340
internal_count=3121 2756 2723 365 2659 2639 223 345 315 200 99 58 2416 43 2373 717 693 673 626 606 503 103 76 469 444 83 47 1656 361 340
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 3 123 14 43 2 2 3 12 4 3 47 3 2 2 52 457 13 4 12 12 0 3 475 52
split_gain=23.9184 3.5974 2.30144 1.61829 1.31766 0.966664 0.750028 0.663671 0.662922 0.654111 0.542566 0.541733 0.532962 0.465005 0.327746 0.38953 0.289939 0.235469 0.227984 0.430736 0.223506 0.222649 0.217097 0.215621 0.189013 0.17667 0.170381 0.165751 0.150323 0.19412
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.098630000000000009 0.088725000000000012 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 0.062655000000000016 -1.0000000180025095e-35 0.14960000000000004 0.11474000000000002 0.12745000000000004 -0.42850999999999995 -0.078439999999999996 0.090900000000000009 0.10648500000000001 1.0000000180025095e-35 0.13404500000000005 -1.0000000180025095e-35 -0.56176499999999996 0.094310000000000019 -1.0000000180025095e-35 -0.55119499999999988 0.086505000000000012 0.098810000000000023 -0.083554999999999977 -0.016324999999999996 -0.066784999999999983 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 9 12 10 14 -1 20 25 18 -8 23 24 17 -3 19 -4 -5 22 -19 -7 -16 -6 -25 -20 -22 -30
right_child=1 2 6 7 11 8 13 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 21 27 -21 28 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00049035384501260732 0.0008740172766618069 0.00035802580980173054 0.00026487566012900249 0.00097530949108878362 0.00088448052867205664 0.0011443722657128877 0.00032671761963271555 0.00053680442692663889 0.0010964202691317202 0.00086471466847356138 0.00053109569021333493 0.00045404588115809401 0.00057176766096834911 3.7916333507415865e-05 0.00093239082628112215 0.00069719736411410875 0.00065234529944075868 0.0004617303472127936 0.00028770826196943233 0.00055508690118086614 0.00092085010809502118 0.00033968125655203639 0.00067435966208090196 0.00097255759397763322 0.00087657365822415873 0.00070120829716672638 0.00091132504999806216 7.3175490331635175e-05 0.00075438844134086244 0.00084525721519326119
leaf_weight=34 76 103 51 34 39 20 34 38 78 38 26 24 37 58 367 39 24 48 45 32 42 28 30 309 640 42 402 20 193 170
leaf_count=34 76 103 51 34 39 20 34 38 78 38 26 24 37 58 367 39 24 48 45 32 42 28 30 309 640 42 402 20 193 170
internal_value=0 0.000471564 0.00042183 0.000884992 0.000530416 0.000910845 0.000289331 0.000785952 0.000919497 0.000687933 0.000806313 0.000712787 0.000361282 0.000144647 0.000911731 0.00088947 0.000448231 0.000424792 0.000308661 0.000376764 0.000822613 0.000489669 0.000543511 0.000943585 0.000896916 0.00078945 0.000937937 0.000221698 0.000809794 0.000796944
internal_weight=0 691 615 2430 338 1927 277 503 1855 72 465 105 185 92 1777 1046 233 209 148 83 439 106 78 731 1007 81 711 65 405 363
internal_count=3121 691 615 2430 338 1927 277 503 1855 72 465 105 185 92 1777 1046 233 209 148 83 439 106 78 731 1007 81 711 65 405 363
is_linear=0
shrinkage=0.00196078


Tree=6515
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 52 2 160 1 483 4 457 3 43 13 0 3 0 376 1 15 4 0 160 159 131 3 15 0 3
split_gain=0.298259 0.0880832 0.0643022 0.0519082 0.0470915 0.0447609 0.0585973 0.0510921 0.0385125 0.0403373 0.0395778 0.0358713 0.0551424 0.059792 0.0744628 0.0437488 0.055906 0.0425284 0.0357802 0.0342623 0.0339024 0.0335803 0.0411773 0.0489372 0.0778332 0.0457985 0.0426618 0.0395745 0.0695382 0.0453893
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.092390000000000014 0.073895000000000002 0.048520000000000008 0.090545000000000014 0.079055000000000014 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.10613500000000002 -1.0000000180025095e-35 -0.11720999999999999 -0.0072999999999999992 -0.26343999999999995 0.13524500000000003 -0.18113999999999997 0.083705000000000016 0.083135000000000014 -0.099734999999999976 0.053180000000000012 -0.085669999999999982 -0.53327999999999987 -0.032739999999999991 0.091015000000000013 -0.045649999999999989 0.083195000000000005 -0.11991499999999998 -0.15447499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 19 -8 9 10 -2 12 13 -5 18 -14 17 -17 -15 -6 -19 22 25 24 -24 27 -25 28 -3 -29
right_child=8 21 -4 11 5 -7 7 -9 -10 -11 -12 -13 15 14 -16 16 -18 20 -20 -21 -22 -23 23 26 -26 -27 -28 29 -30 -31
leaf_value=0.00097815637432393577 0.0047876773728138594 0.00038085006922483448 -0.001160600167085332 0.0072871393016116191 0.010303119680875997 0.008103768483763844 0.0013887908163101035 0.0072017977635065724 -0.001881098180361416 0.0067036744568031289 0.0015621684321152176 0.0001244882512505033 0.0016536183097271312 0.00099716373519705896 -0.0016816314487104222 0.010733046067448763 0.0027896776759567168 0.0030623262617737058 0.0052203985847572385 0.0055527420343869198 0.007779729601521141 0.0045101965727102197 0.0054958562056223554 0.0055450814727364527 -0.0025577771849930285 0.009787605234305375 0.0009984168312734082 0.011686023296788335 0.0058410238375253016 0.0067074357122633493
leaf_weight=21 45 25 22 22 22 66 54 21 23 20 246 28 29 35 44 26 39 25 47 49 39 286 30 1195 20 36 21 20 348 217
leaf_count=21 45 25 22 22 22 66 54 21 23 20 246 28 29 35 44 26 39 25 47 49 39 286 30 1195 20 36 21 20 348 217
internal_value=0 0.0052298 0.00414379 0.0043496 0.00549517 0.00594261 0.00496565 0.00301643 0.00206751 0.00235953 0.00206096 0.00355045 0.00386393 0.00247692 0.00163705 0.00516316 0.00595213 0.00732252 0.0034178 0.00702469 0.00593699 0.00552082 0.00567199 0.00534049 0.0022744 0.00632165 0.00546656 0.0061171 0.00547506 0.00712757
internal_weight=0 2787 589 567 233 212 146 75 334 311 291 334 306 148 126 158 129 90 82 71 64 2198 1912 1266 50 646 1216 610 373 237
internal_count=3121 2787 589 567 233 212 146 75 334 311 291 334 306 148 126 158 129 90 82 71 64 2198 1912 1266 50 646 1216 610 373 237
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=31
num_cat=0
split_feature=4 2 3 30 1 149 10 2 3 10 4 483 4 3 2 1 130 4 1444 4 376 3 49 402 15 133 484 0 13 484
split_gain=0.245576 0.0822953 0.0681335 0.037901 0.0377717 0.0410653 0.0366209 0.0379347 0.0631116 0.0352113 0.0340162 0.0509551 0.0405771 0.0413116 0.0439753 0.0864709 0.0547399 0.052017 0.0537349 0.0486953 0.0693106 0.0805983 0.0506531 0.0461408 0.0747835 0.0713802 0.0408519 0.0453078 0.0816272 0.0666586
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.088065000000000018 0.08592000000000001 0.07770500000000001 -0.084119999999999986 -0.0091949999999999983 -0.014944999999999998 -0.079859999999999987 -0.082769999999999982 0.093265000000000015 -0.082349999999999993 0.11296500000000002 0.087675000000000017 0.086920000000000011 -0.037219999999999996 -0.081984999999999988 -0.082369999999999985 0.022185000000000003 0.049360000000000008 -0.023499999999999997 -0.065034999999999996 0.088505000000000014 0.090750000000000011 -0.081654999999999991 0.091180000000000011 -0.089964999999999976 -0.092094999999999982 0.085740000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 9 -1 8 -8 -6 11 -9 -12 14 16 -16 -14 -18 -19 20 21 -17 -23 26 25 -25 27 -20 -29 -30
right_child=4 -3 -4 -5 5 -7 7 10 -10 -11 12 -13 13 -15 15 19 17 18 23 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0089601801539009266 0.0059815049721774734 -0.00023874960430530888 0.0015609848793246785 0.00072939509356563742 -0.0014373486237719848 0.0053075891421658214 0.0052979233705749114 0.0053792135503226033 -0.0015820254241892446 0.0017734049388567327 0.00085546381219669628 0.010385886224962417 0.0097846277765239829 0.0011396320739520654 0.0047333568853780506 -0.0062133344262838364 0.0096085634176583529 0.010179511923342944 0.0056914060455336077 0.0049949182144605163 0.0053752119284278402 0.0039898345664400479 -0.0025518092564925611 0.0064471887538296198 0.0021827845145826756 0.0134504425363213 0.007835486000189313 -0.0021964640667041144 0.0045203917414731298 -0.00070905734766991101
leaf_weight=22 22 33 64 22 39 29 30 635 24 275 27 21 27 31 876 20 26 20 204 38 24 29 20 43 23 22 38 21 390 26
leaf_count=22 22 33 64 22 39 29 30 635 24 275 27 21 27 31 876 20 26 20 204 38 24 29 20 43 23 22 38 21 390 26
internal_value=0 0.00472506 0.00478521 0.00486282 0.00196478 0.00170714 0.0048973 0.00486312 0.00224017 0.00137462 0.00491843 0.00553949 0.00470456 0.0047599 0.00482066 0.00437501 0.00535491 0.0052078 0.00506241 0.00197874 0.000746316 -0.000863734 0.00131978 0.00492898 0.00708344 0.00881752 0.00464976 0.0044609 0.00388648 0.00419355
internal_weight=0 2756 2723 2659 365 343 2637 2615 54 314 2561 656 1905 1878 1847 1007 840 813 787 131 93 69 49 767 88 65 679 641 437 416
internal_count=3121 2756 2723 2659 365 343 2637 2615 54 314 2561 656 1905 1878 1847 1007 840 813 787 131 93 69 49 767 88 65 679 641 437 416
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=31
num_cat=0
split_feature=1 124 48 44 147 1 151 48 15 156 0 0 0 15 0 13 39 16 13 157 15 3 16 16 3 150 49 2 455 3
split_gain=0.19975 0.0595573 0.0456653 0.0432206 0.0458816 0.0569751 0.0628558 0.0424026 0.0316072 0.0314976 0.0716297 0.0425654 0.0871728 0.0564747 0.045548 0.0318496 0.0576399 0.0745124 0.0310729 0.0306539 0.0339589 0.0460712 0.0832972 0.173697 0.0861282 0.0668164 0.0489199 0.0836784 0.0468443 0.0458554
threshold=0.12000500000000001 -0.076779999999999987 0.13765500000000006 0.081805000000000017 0.087210000000000024 0.085760000000000017 -0.08323499999999999 -0.0046349999999999994 -0.24436499999999997 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.090344999999999995 -0.082084999999999977 -0.14819499999999997 0.096775000000000014 0.5136400000000001 -0.40078499999999995 -0.48214999999999997 0.083195000000000005 -0.096099999999999977 0.066275000000000014 -0.0083599999999999976 -0.13927999999999999 0.081835000000000019 0.082865000000000008 0.098630000000000009 0.08729000000000002 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 7 -6 -7 -3 -1 10 11 13 -13 18 -14 -16 17 -17 -2 -9 21 22 23 25 -25 -21 27 -24 -23 -22
right_child=9 2 -4 -5 5 6 -8 19 -10 -11 -12 12 14 -15 15 16 -18 -19 -20 20 29 28 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011031828757206148 -0.0011586747516412288 0.007666118584456854 -0.00028690441533745756 0.008302723553164729 0.0053947344095730742 0.0043996196861068411 -0.0021372688054964928 0.0072398679016309007 0.0029556394922158995 0.004742364569877585 -0.0028421875483925561 0.0081350887045264254 -0.0013482068695237913 -0.0047622277867048982 -0.00062115391343832026 0.0075833767714599768 0.00083819114699748901 0.00048213687683032323 0.0042874669539742175 0.0050133898541576067 0.0074021664350443789 0.0041938543790469799 0.011150951523576744 0.00099841422190712309 -0.007612024514506069 -0.00092738096136599788 0.00095028377743437893 0.0041466335748378755 0.0085738892480731015 0.0045989028721167766
leaf_weight=22 20 40 21 28 36 24 38 37 150 30 36 25 36 20 25 45 53 22 22 78 62 1048 23 21 26 25 25 66 25 992
leaf_count=22 20 40 21 28 36 24 38 37 150 30 36 25 36 20 25 45 53 22 22 78 62 1048 23 21 26 25 25 66 25 992
internal_value=0 0.00423897 0.00435753 0.00439513 0.00435249 0.00223046 0.00039314 0.00443675 0.00243649 0.00165106 0.001346 0.00190859 0.00259998 -0.000388609 0.00183546 0.00262589 0.00330236 0.00525163 0.00169407 0.00438355 0.00433934 0.00400473 0.00282129 0.00127276 -0.00376481 0.00357146 0.00485883 0.00595674 0.00429591 0.0047638
internal_weight=0 2787 2615 2594 2566 98 62 2468 172 334 304 268 206 62 181 145 120 67 42 2428 2391 1337 264 150 47 103 114 89 1073 1054
internal_count=3121 2787 2615 2594 2566 98 62 2468 172 334 304 268 206 62 181 145 120 67 42 2428 2391 1337 264 150 47 103 114 89 1073 1054
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=31
num_cat=0
split_feature=1 2 11 11 34 40 123 43 401 13 402 158 1444 52 43 483 4 159 13 42 159 42 2 15 130 42 4 129 4 3
split_gain=0.161798 0.0486329 0.0492554 0.0615368 0.0353844 0.0352264 0.0402459 0.0328448 0.0312472 0.0312669 0.0307328 0.0295945 0.0354115 0.04534 0.0416631 0.0343758 0.0306746 0.0542352 0.054785 0.0790897 0.0890939 0.0913835 0.0794418 0.048048 0.0597587 0.0466607 0.0433006 0.0480366 0.0347485 0.0364069
threshold=0.12000500000000001 0.098630000000000009 0.080455000000000013 0.085155000000000022 -0.081829999999999986 0.051255000000000002 0.084995000000000015 -0.084999999999999978 0.080710000000000018 -0.16152999999999998 0.11942500000000002 0.080150000000000013 -0.081494999999999998 -0.56022499999999986 -0.50216499999999986 0.0015150000000000003 -0.082249999999999976 -0.085489999999999997 -0.088854999999999976 -0.008624999999999999 0.089030000000000012 0.09112000000000002 0.084655000000000022 0.083935000000000023 0.087820000000000023 -0.089234999999999995 -0.083439999999999986 0.090950000000000017 -0.081984999999999988 -0.089519999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 8 -1 9 -3 -10 12 -6 -14 -15 -13 17 -16 -19 23 21 22 -21 -20 26 -26 27 -25 -18 -30
right_child=-2 5 3 -5 11 -7 -8 -9 10 -11 -12 15 13 14 16 -17 28 18 19 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0014343488354073919 0.001485955021898318 0.0012240356706291894 0.010421615714828174 0.0042111366933498253 0.00024199207456639181 -0.0010244937890092844 0.0008180109340982099 0.0038018991423305125 -0.0018782440173838819 0.0038586773235546124 0.0035990816226694738 0.0057323762036420789 0.0083704112826482116 0.007088921597460285 0.0091721960925497115 0.0023409148572277952 -0.00028272144415456316 0.0088105170084163548 0.0077454314472561242 -0.0058402522234246136 0.0071241594243632717 0.0055723527869717647 0.0015081111251586867 0.0051676159594762801 0.0040373439688912846 -0.0026364642928820106 0.0086617554853936404 0.00037517240270972256 0.0019500254333568437 0.0038217174729136614
leaf_weight=23 334 49 27 39 26 20 63 25 21 558 20 176 23 40 24 36 23 25 48 28 23 22 31 128 22 20 28 25 115 1079
leaf_count=23 334 49 27 39 26 20 63 25 21 558 20 176 23 40 24 36 23 25 48 28 23 22 31 128 22 20 28 25 115 1079
internal_value=0 0.00381507 0.00406415 0.00675179 0.00397502 0.0031145 0.00323093 0.00129286 0.00346552 0.003646 0.000793622 0.00404131 0.00390466 0.00396054 0.0039002 0.00515647 0.00382248 0.00455496 0.00427793 0.00397575 0.00163146 7.18042e-05 -0.00197925 0.00487541 0.00425765 0.00085934 0.00504621 0.00438454 0.00356728 0.00364145
internal_weight=0 2787 2056 66 1990 731 711 48 648 607 41 1942 1730 1704 1681 212 1641 424 400 375 104 81 59 271 223 42 181 153 1217 1194
internal_count=3121 2787 2056 66 1990 731 711 48 648 607 41 1942 1730 1704 1681 212 1641 424 400 375 104 81 59 271 223 42 181 153 1217 1194
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 14 1 4 16 2 1 2 34 2 4 31 3 3 47 12 14 15 13 3 12 159 0
split_gain=18.2672 2.91201 1.73562 1.66342 1.16218 0.888299 0.648711 0.473919 0.455876 0.429906 0.413859 0.367304 0.351874 0.327259 0.391309 0.250333 0.211327 0.177455 0.157757 0.153702 0.172855 0.146213 0.142657 0.137151 0.128131 0.127237 0.127178 0.124494 0.119639 0.118117
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.13501500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 -0.52595999999999987 0.14285500000000004 0.089625000000000024 0.08647500000000001 -1.0000000180025095e-35 -0.0091949999999999983 0.27834500000000006 -0.077289999999999984 -0.13927999999999999 -0.10831999999999999 0.090100000000000013 0.095780000000000018 -0.23083499999999998 -0.41942499999999994 -1.0000000180025095e-35 0.0022600000000000003 0.087695000000000009 0.089030000000000012 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 8 12 11 13 -5 -6 -7 15 27 16 18 -15 -17 -4 -13 -21 23 -22 -3 -14 -19 -25 29 -28 -1
right_child=1 2 6 9 10 7 -8 -9 -10 -11 -12 19 24 14 -16 17 -18 25 -20 20 22 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0007963075169341718 0.00082966201346870683 0.00052578842513626095 0.00031944596359702142 0.00074490635884622795 0.00076258089851193977 0.00052613908978027784 0.00053742799777626422 0.00057742116140396479 0.0010066514151269982 0.00047132123346909196 0.0004940030073710516 0.00087154933189423497 0.00026021501790706478 0.00062661281979792868 0.00053565439588843498 0.00049719956171554488 0.00082252074879354277 0.00025727038079132939 8.7196217097170519e-05 0.00059859880337528155 0.00082167519898471554 0.00054974753738326187 0.00075077915655647159 0.00033015432620325124 0.0001144082791918322 0.00044347165512437578 0.00048924267225618245 0.00083657562885575772 0.0003152697951464203 0.00088183121749095008
leaf_weight=68 71 31 22 34 71 21 37 48 70 63 32 77 37 23 22 32 266 43 23 20 211 32 226 83 62 21 55 585 21 714
leaf_count=68 71 31 22 34 71 21 37 48 70 63 32 77 37 23 22 32 266 43 23 20 211 32 226 83 62 21 55 585 21 714
internal_value=0 0.000454095 0.0004098 0.000818849 0.000506999 0.000829231 0.000295759 0.000764338 0.000851617 0.000567217 0.000679139 0.000780504 0.000258502 0.000845149 0.00078774 0.000321413 0.000806929 0.000377978 0.000200741 0.000790507 0.000776852 0.000427131 0.00078501 0.00040648 0.000168902 0.000318368 0.000383219 0.00085821 0.000441171 0.000874394
internal_weight=0 673 602 2448 325 2351 277 603 1748 97 103 555 240 1678 311 141 289 96 45 534 457 222 437 190 99 64 159 1367 76 782
internal_count=3121 673 602 2448 325 2351 277 603 1748 97 103 555 240 1678 311 141 289 96 45 534 457 222 437 190 99 64 159 1367 76 782
is_linear=0
shrinkage=0.00196078


Tree=6520
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 2 47 42 11 3 1 52 11 3 1 49 2 132 159 150 457 39 2 2 16 2 16 3
split_gain=19.6136 3.43718 1.69187 1.57562 1.12107 1.0527 0.678037 0.578956 0.55854 0.406385 0.35716 0.333786 0.301213 0.283454 0.253688 0.236384 0.231725 0.230651 0.221572 0.18316 0.181948 0.247127 0.180474 0.172467 0.171317 0.161267 0.157584 0.147815 0.145114 0.138956
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.27834500000000006 0.091265000000000013 0.13082500000000002 -0.076394999999999977 1.0000000180025095e-35 0.31370500000000007 0.087135000000000004 -0.52606999999999993 1.0000000180025095e-35 0.076840000000000006 0.13146500000000003 -0.054984999999999992 0.087675000000000017 0.10365500000000001 0.082585000000000006 1.0000000180025095e-35 0.083570000000000019 0.084780000000000008 0.11474000000000002 0.11411 0.11346000000000002 -0.0050599999999999994 -0.4714549999999999 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 20 6 7 10 11 -4 12 15 29 -2 22 16 -6 -15 -14 28 21 24 -9 -11 -3 -5 -7 -25 -13 -1
right_child=1 4 9 25 8 26 -8 14 -10 23 -12 19 18 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00078250986138292118 0.0009127362930521864 0.00067449005947168769 0.00083655818921177325 0.00056914394953483122 0.00038111108253576181 0.00047203880224832044 0.00052622370421886446 0.00082397752706813809 0.00052708120178579336 0.00039087360956115657 0.0010343931113850279 0.00022806965691201826 0.00085366682938507027 0.00055348034782099419 0.00093723172859881492 0.00044936818475574468 0.0002063099539778875 0.00078018036250974618 0.00065133074520955963 0.00030513610975285867 0.00038343532908596367 0.00044503704375611051 0.00068320358704102371 0.000472812143730501 0.00046465401750764036 0.00039171071171208665 0.00069751923707929745 0.00068758712345812505 2.7576012690799409e-05 0.0009099847061339964
leaf_weight=34 49 52 21 31 49 26 22 652 37 24 67 23 384 22 74 41 72 80 22 26 38 61 37 22 21 54 22 28 35 995
leaf_count=34 49 52 21 31 49 26 22 652 37 24 67 23 384 22 74 41 72 80 22 26 38 61 37 22 21 54 22 28 35 995
internal_value=0 0.000477944 0.000852324 0.000669962 0.000378348 0.00086276 0.000868791 0.000872119 0.000302471 0.000595821 0.000894462 0.000268688 0.000887929 0.000790166 0.000828135 0.000320697 0.000277097 0.000731284 0.000842703 0.000168385 0.000503192 0.000537153 0.000816418 0.000527504 0.000614126 0.000456422 0.000575384 0.000593086 0.000107082 0.000905773
internal_weight=0 691 2430 236 455 2335 2287 2265 283 95 1502 246 1435 151 763 162 121 102 406 84 172 134 689 74 73 85 48 50 58 1029
internal_count=3121 691 2430 236 455 2335 2287 2265 283 95 1502 246 1435 151 763 162 121 102 406 84 172 134 689 74 73 85 48 50 58 1029
is_linear=0
shrinkage=0.00196078


Tree=6521
num_leaves=31
num_cat=0
split_feature=4 3 2 123 44 2 15 0 48 96 13 42 49 3 42 15 0 15 0 15 2 12 403 48 1 0 47 1 3 483
split_gain=0.243505 0.0777887 0.0685129 0.0415292 0.0413937 0.0406488 0.0567877 0.0581551 0.0460934 0.0479936 0.0368998 0.0470539 0.0562103 0.0374804 0.0362661 0.0360332 0.0341623 0.0294782 0.0503271 0.131892 0.0589006 0.0458095 0.0640122 0.045587 0.0767495 0.0406006 0.0392834 0.0473285 0.0371366 0.0406635
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.081805000000000017 0.13501500000000002 -0.41942499999999994 -0.094299999999999981 0.12118000000000002 0.086715000000000014 0.05868000000000001 0.088670000000000013 -0.023059999999999997 -0.0025099999999999996 0.11934000000000002 -0.082809999999999981 -0.079119999999999982 0.083195000000000005 -0.11173999999999999 -0.015039999999999998 0.086100000000000024 0.092550000000000007 -0.082179999999999989 0.091690000000000008 0.085605000000000014 -0.091069999999999984 0.10783500000000001 0.10587000000000001 -0.15447499999999995 0.11494000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 8 16 -8 9 10 11 12 -2 -13 17 -3 -7 18 19 20 -1 22 25 24 -22 -20 27 -24 -19 -30
right_child=5 15 -4 -5 -6 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 28 21 -21 23 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0084504061138197303 0.0020295330496550639 0.0040129105641619504 -0.00059448611244316337 0.0032473268117341018 0.0082575989047702601 -0.00051863998151384296 0.0019353587983641776 -0.0051248964197189448 -0.0019018421528744511 -0.0010391124254092575 0.00068687707017589777 0.0043779110096411073 0.0068343599105719485 -0.00075143140108723731 0.003122253680044625 -0.00042642927501441503 0.0042168066586152865 0.0089506217093881357 0.0052573306477387196 -0.0019226626458112149 0.0051784869630919833 0.0040791329029883309 0.0056468656360523627 0.0063941430235846548 -0.0018101152753418623 0.00012749538420596057 0.0024289045977639034 0.0098443686362380892 0.0054282726639013172 0.0014926013493634484
leaf_weight=31 35 33 23 146 38 25 20 28 20 25 36 29 80 28 106 41 39 29 27 40 33 409 661 34 30 36 36 28 948 27
leaf_count=31 35 33 23 146 38 25 20 28 20 25 36 29 80 28 106 41 39 29 27 40 33 409 661 34 30 36 36 28 948 27
internal_value=0 0.00475167 0.00483992 0.00488693 0.00498218 0.00200305 0.00041696 -0.00218312 0.0027052 0.00310065 0.00359822 0.00420757 0.00537202 0.00185823 0.00493189 0.00155328 0.00236702 0.00501287 0.00471034 0.00308954 0.00465586 0.00493781 0.0053835 0.00344317 0.00185058 0.002326 0.00564919 0.00581745 0.00542417 0.00531928
internal_weight=0 2756 2682 2659 2513 365 112 48 253 233 208 172 115 57 2475 74 64 2369 1365 168 128 1197 788 97 63 63 725 689 1004 975
internal_count=3121 2756 2682 2659 2513 365 112 48 253 233 208 172 115 57 2475 74 64 2369 1365 168 128 1197 788 97 63 63 725 689 1004 975
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=31
num_cat=0
split_feature=4 3 2 121 12 2 3 0 2 160 457 0 0 151 14 157 12 402 1211 402 1209 42 42 481 481 483 52 49 43 403
split_gain=0.197239 0.0630088 0.0554954 0.038363 0.0534841 0.0386705 0.0371328 0.0328119 0.0500067 0.0325124 0.0331583 0.0367858 0.0533528 0.044835 0.0536697 0.106202 0.0334587 0.0535653 0.0406837 0.0344706 0.0557711 0.0360789 0.0838353 0.0424776 0.103711 0.0491364 0.0416608 0.0503934 0.0527736 0.0431955
threshold=0.27044500000000005 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090999999999999984 0.63141500000000017 -0.019414999999999998 0.09358000000000001 0.62940000000000007 0.26807500000000006 -0.14226499999999997 -0.13027499999999997 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.087695000000000009 0.2506000000000001 0.087635000000000005 -0.11206999999999999 0.087170000000000011 0.090835000000000013 0.088380000000000014 -0.085474999999999982 -0.087424999999999989 0.096460000000000018 0.087765000000000024 0.086815000000000017 -0.0017249999999999998 -0.10884999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 8 -7 10 11 13 -13 -6 15 -15 18 -18 19 -14 21 22 23 24 -21 26 29 28 -28 -25
right_child=6 -3 -4 4 9 7 -8 -9 -10 -11 -12 12 16 14 -16 -17 17 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0087614005012437695 0.002045597140635094 0.0013979486494979545 -0.00053503745559441011 -0.00099982064515959632 0.0035515483144634204 0.0062350835829662783 -0.0023864104645326734 0.00064153842851393732 0.0026033521901411504 0.00048676509410142902 0.0011143621456410205 -0.00022111169334190588 0.00078551797661930334 0.0037047294694708571 0.0049866051979389064 0.012700041837192009 0.0042941699620499107 -0.00068083055931228128 0.0086358634188460816 0.0043625522815134562 0.0093719811141324636 0.0079610755294561384 0.0004442847820676186 0.0010101256487162218 0.012603051797486843 0.00043450007573343237 0.0035628765812599225 0.0073082137037999931 -0.0023037695123449618 0.00544944930502327
leaf_weight=20 345 74 23 23 51 60 20 37 103 20 28 24 20 21 58 35 1330 22 30 42 28 35 44 23 24 26 46 20 23 466
leaf_count=20 345 74 23 23 51 60 20 37 103 20 28 24 20 21 58 35 1330 22 30 42 28 35 44 23 24 26 46 20 23 466
internal_value=0 0.0042765 0.00435593 0.00439823 0.00436517 0.00288337 0.00180275 0.00332994 0.00394019 0.00450194 0.00453545 0.00457591 0.00446804 0.00601608 0.00711863 0.0093268 0.00451969 0.00421322 0.00502072 0.00488464 0.00499015 0.00482634 0.00467268 0.00495036 0.0073591 0.00468716 0.00487845 0.00288843 0.00160733 0.00524065
internal_weight=0 2756 2682 2659 2639 223 365 200 163 2416 2396 2368 2203 165 114 56 2179 1352 827 797 777 749 714 670 66 604 578 89 69 489
internal_count=3121 2756 2682 2659 2639 223 365 200 163 2416 2396 2368 2203 165 114 56 2179 1352 827 797 777 749 714 670 66 604 578 89 69 489
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 1 0 0 4 48 16 9 4 0 3 16 12 0 4 16 42 48 47 2 15 480 481 41
split_gain=0.166373 0.0515547 0.0548845 0.0445622 0.0474024 0.0403859 0.0461754 0.0463169 0.0452283 0.0438048 0.0402263 0.0321059 0.0415399 0.0303695 0.0369352 0.0601959 0.0628669 0.0704712 0.0380186 0.0385305 0.0307361 0.0289611 0.0286456 0.0280699 0.0315553 0.0278831 0.0272944 0.0278667 0.0434025 0.0256381
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.08104500000000002 -0.078654999999999989 0.12178000000000001 0.10984500000000001 -0.062764999999999974 0.041630000000000007 1.0000000180025095e-35 -0.024949999999999996 -0.16075999999999999 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.0025099999999999996 -0.11118499999999999 -0.092484999999999984 -0.074229999999999977 0.056795000000000005 -0.5048999999999999 0.082810000000000009 0.093675000000000022 0.090280000000000013 -0.080614999999999978 0.13592500000000005 -0.095389999999999989 -0.16595999999999997 0.088520000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 11 -8 10 -10 -5 -7 21 14 18 -16 22 -18 -2 20 -20 -13 -17 24 -21 -3 27 -27 -29 -30
right_child=13 25 -4 4 -6 6 7 -9 9 -11 -12 12 -14 -15 15 16 17 -19 19 23 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0010930132525770562 0.0062143539400914549 0.0070417440721705074 -0.0014815645058451291 0.0021226867139822864 0.0074853841663786655 0.001725864800594769 -0.002437656199220907 0.0033863425675210441 0.007192069998010993 0.0015660120016564767 -0.0020832591715293962 0.0052588625927883726 0.0040134120982425062 -0.001449952599068638 0.0044431467424146829 -0.00070587781665381048 0.00019519974011927843 -0.0074948387008837679 -0.002981505489775113 0.0071271324409670871 0.0017429247639665847 0.0099152705251154584 0.0045821836617376118 0.0012361378767169438 0.0024958381837707072 0.00053183010207827797 0.0015560527615227993 0.0087456779184867644 0.004109440576956125 0.0012997575987934728
leaf_weight=23 26 31 26 59 27 43 22 36 25 31 37 34 204 32 28 20 26 22 21 28 40 22 21 39 31 22 44 20 2048 33
leaf_count=23 26 31 26 59 27 43 22 36 25 31 37 34 204 32 28 20 26 22 21 28 40 22 21 39 31 22 44 20 2048 33
internal_value=0 0.00384123 0.00301039 0.00321783 0.00340144 0.00318649 0.00376223 0.00117724 0.00181912 0.00407765 0.000501645 0.00425705 0.00467567 0.00147942 0.00178981 0.000399189 -0.000873067 -0.0033294 0.00266929 0.00208959 0.000116482 0.00708817 0.00200264 0.00331776 0.00469374 0.00406388 0.00402128 0.00407237 0.00410944 0.00406489
internal_weight=0 2787 589 563 540 513 361 58 152 56 96 303 260 334 302 117 89 48 185 159 61 56 41 98 59 2198 2167 2123 2101 2081
internal_count=3121 2787 589 563 540 513 361 58 152 56 96 303 260 334 302 117 89 48 185 159 61 56 41 98 59 2198 2167 2123 2101 2081
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 1416 51 13 0 2 50 157 3 1374 43 1 160 3 160 2 0 42 42 12 15 11 16 484 51 1451
split_gain=0.137945 0.0490868 0.0420424 0.044993 0.0349798 0.0301689 0.0391859 0.0464809 0.0306087 0.0663738 0.0564952 0.0533128 0.0472465 0.0416424 0.0635073 0.0366759 0.100194 0.181222 0.0658205 0.0366398 0.0413097 0.042464 0.044135 0.0469066 0.0377331 0.0360811 0.0353443 0.0313381 0.0450391 0.0293792
threshold=0.24564500000000003 0.17025000000000004 0.20828500000000003 0.181285 0.25063000000000007 1.0000000180025095e-35 0.22234000000000001 -0.061684999999999997 -0.072269999999999987 -0.0091949999999999983 -0.099524999999999988 0.12236000000000001 -0.014944999999999998 0.086000000000000007 -0.083434999999999995 0.081670000000000006 -0.081399999999999986 -0.07793499999999999 -0.10466499999999999 0.089775000000000008 -0.069954999999999976 -0.080354999999999982 0.086835000000000009 0.09334000000000002 0.050935000000000008 0.08976000000000002 0.41088500000000006 -0.064309999999999992 0.092790000000000011 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 8 -8 10 12 -1 13 -10 25 -15 16 17 -11 -17 -18 -21 -22 24 -24 -23 26 29 -20 -29 -12
right_child=4 -3 -4 -5 -6 -7 7 -9 9 15 11 -13 -14 14 -16 18 19 -19 27 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0089277505808110762 0.0017788707648186174 -0.00033914822217246348 0.00094642313617113681 0.0073289016327180434 -0.0021511519638200602 0.0065600191983817661 0.0038205114856828004 -0.0029971757717430596 0.0019019537544491785 -0.0088733269134536382 0.0036642237527341652 -0.00015409437507124885 -0.0042576248198747633 0.010777795125198152 0.0029040903071290815 0.0094066873150454328 0.0073756501177558685 0.0042790198878554465 0.0071010872622233982 -0.000624581924960788 0.0062162259669411328 -0.00088703964831941633 0.007330110080074519 0.0027704921672581234 0.003986403349942217 0.0078336283520218878 -0.00051595710683614013 0.0037941523001791214 -0.00099334374906241219 0.0072622759905441306
leaf_weight=21 402 33 61 32 24 33 20 20 33 20 1704 35 20 21 20 22 20 22 24 29 43 47 30 91 24 21 20 184 22 23
leaf_count=21 402 33 61 32 24 33 20 20 33 20 1704 35 20 21 20 22 20 22 24 29 43 47 30 91 24 21 20 184 22 23
internal_value=0 0.00349395 0.00354147 0.00360233 0.00155746 0.00355591 0.00351682 0.000411668 0.00356658 0.00296454 0.00377027 0.00371154 -0.000422416 0.00378633 0.00693696 0.00327511 0.00257476 -0.001984 0.00418113 0.00324894 0.00293631 0.00337574 0.00273959 0.00390098 0.000760321 0.00371327 0.00366374 0.00368129 0.00328287 0.00371214
internal_weight=0 2695 2662 2601 426 2569 2536 40 2496 631 1865 1844 53 1809 41 578 326 42 252 284 264 235 192 121 71 1768 1747 230 206 1727
internal_count=3121 2695 2662 2601 426 2569 2536 40 2496 631 1865 1844 53 1809 41 578 326 42 252 284 264 235 192 121 71 1768 1747 230 206 1727
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=31
num_cat=0
split_feature=1 124 33 48 156 0 15 0 131 159 454 147 147 52 12 124 0 3 13 376 39 13 16 52 52 40 0 402 402 4
split_gain=0.114802 0.0363095 0.037948 0.0324089 0.029648 0.0555964 0.0357973 0.0337682 0.031786 0.0340185 0.0293376 0.03297 0.0278931 0.0540229 0.0272784 0.0400726 0.030511 0.0295709 0.0338121 0.0272125 0.0470787 0.0380507 0.0257949 0.0904124 0.040881 0.0434598 0.0413844 0.0441301 0.0769539 0.0500231
threshold=0.12000500000000001 -0.076779999999999987 0.082285000000000011 0.13765500000000006 0.10339000000000002 0.024095000000000002 -0.033689999999999991 -0.065229999999999996 0.096070000000000016 -0.021869999999999997 -0.083524999999999988 0.08598500000000002 0.096265000000000003 -0.0064899999999999992 0.11472500000000001 -0.070379999999999984 -0.05208999999999999 0.32202000000000003 -0.079299999999999995 0.084545000000000009 0.087735000000000021 -0.08971999999999998 -0.0073349999999999986 -0.14765999999999999 -0.53299999999999992 -0.072979999999999975 -0.14920999999999998 0.09277500000000001 0.084450000000000011 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 10 5 6 8 -8 9 -2 -3 22 13 -13 15 -11 17 18 -17 21 -21 -1 23 -12 -24 -26 -27 28 29 -28
right_child=4 2 -4 -5 -6 -7 7 -9 -10 14 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0027756558650213741 0.0052159550227224832 0.0070211161836050452 0.0073448916611430996 -0.00073841221054040253 0.0041538750566542148 -0.002831059415216765 -0.0036639544558711352 0.001645388936057039 0.0044440680835396056 0.0028174597899927652 0.0095672797004226606 0.0024016518547546632 0.004268869148262848 -0.0031301840321652386 0.0039497849709126363 0.0046489003906026484 -0.0040340527709897449 -0.0030856900417711589 -0.00065927564942588413 0.0059987708271364683 -0.00018600120441988112 0.0017483369988262097 0.0040988111864641635 0.0033846575846745589 0.0068567312771587495 0.0061271453347916793 0.0044402550863467056 0.0052047266116615658 -0.0042854478419758384 0.0016234959295846714
leaf_weight=23 20 20 22 21 30 36 25 23 40 43 24 51 26 27 24 20 23 20 30 32 20 97 181 1635 21 26 74 41 20 426
leaf_count=23 20 20 22 21 30 36 25 23 40 43 24 51 26 27 24 20 23 20 30 32 20 97 181 1635 21 26 74 41 20 426
internal_value=0 0.00311663 0.0032092 0.00317411 0.00115471 0.00085874 0.00135439 -0.00111989 0.00189423 0.0013276 0.00320605 0.00317615 0.00143231 0.000486786 0.000841552 0.00029304 -0.000874164 0.000164085 0.00146399 0.00170924 0.00362001 0.000881238 0.00325024 0.0034741 0.00277954 0.00238679 0.00222688 0.00204612 0.00179708 0.00204038
internal_weight=0 2787 2615 2593 334 304 268 48 220 180 2572 2552 104 78 160 136 93 70 50 172 52 120 2448 1659 789 608 587 561 520 500
internal_count=3121 2787 2615 2593 334 304 268 48 220 180 2572 2552 104 78 160 136 93 70 50 172 52 120 2448 1659 789 608 587 561 520 500
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=31
num_cat=0
split_feature=4 2 123 121 3 12 16 14 15 149 4 13 49 1 48 16 1211 16 129 403 2 16 151 52 15 2 13 12 1 394
split_gain=0.0978377 0.0357218 0.0325892 0.0333856 0.0296759 0.0312223 0.0388678 0.059686 0.0650739 0.0550131 0.0454578 0.0355588 0.0334886 0.0269681 0.0301984 0.0266543 0.0496887 0.0991499 0.048035 0.035728 0.0561563 0.0539508 0.0523303 0.040335 0.0384252 0.048456 0.0401986 0.0473754 0.0349004 0.0342547
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 -0.052794999999999988 0.63141500000000017 -0.10022999999999999 -0.44310499999999992 -1.0000000180025095e-35 -0.42198999999999992 0.07770500000000001 0.51303500000000013 -0.059629999999999996 -0.045154999999999994 0.12165500000000001 0.10866500000000003 -0.082039999999999988 0.087635000000000005 -0.087989999999999985 0.10484500000000001 -0.011089999999999997 0.086885000000000004 -0.095094999999999985 -0.0064299999999999991 -1.0000000180025095e-35 0.101845 0.11144000000000001 -0.08459499999999999 0.088365000000000013 0.076935000000000017 -0.083854999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 9 10 -9 12 -8 -10 -7 14 -14 16 18 -18 19 29 28 23 -23 -22 25 26 27 -25 -21 -5
right_child=4 -3 -4 15 -6 6 7 8 11 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0069694776493997778 0.00377514891265689 -0.00044258228453779313 -0.00096549389471130623 0.0044950341845567269 -0.0026175491703907031 -0.0010478713676672091 0.0034657945291713833 -0.0073143515549600122 -0.0033098255889490247 0.0068718361750870829 -0.0016828046628722438 0.0026532954111462459 0.0043553876106581487 8.7664291103941482e-05 0.00010329200076344221 0.0026533655332832847 0.0033479853609586158 0.011640666782235106 0.0068407456277672085 0.0058218569802193088 0.0066035087192148874 0.0050342140579596167 -0.00073092255577747087 -0.0018924580745078856 -0.0013372536934912204 0.0077743734144383961 0.0043096859850653554 0.0041357350662689319 0.0033673750269614788 0.0012955151361913504
leaf_weight=20 46 33 22 41 20 44 47 20 20 20 27 20 61 42 23 1818 46 21 33 112 33 20 74 32 20 21 61 22 120 182
leaf_count=20 46 33 22 41 20 44 47 20 20 20 27 20 61 42 23 1818 46 21 33 112 33 20 74 32 20 21 61 22 120 182
internal_value=0 0.00282758 0.00286758 0.00289909 0.00113439 0.0013372 0.000991067 -0.000313142 -0.00265696 0.00191088 0.00158725 -0.000328265 0.00132723 0.00215664 0.00319112 0.00286844 0.00333504 0.00594718 0.00310805 0.00294114 0.00339899 0.00245352 0.000495702 0.00342725 0.00275535 0.00335721 0.00255059 0.000563472 0.0045523 0.00188377
internal_weight=0 2731 2698 2676 390 370 324 134 60 190 74 40 170 126 84 2656 838 67 771 738 515 283 94 189 156 136 115 54 232 223
internal_count=3121 2731 2698 2676 390 370 324 134 60 190 74 40 170 126 84 2656 838 67 771 738 515 283 94 189 156 136 115 54 232 223
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=31
num_cat=0
split_feature=3 96 48 1 399 3 148 12 482 479 479 0 43 0 3 4 149 124 4 16 393 131 43 50 42 12 4 1212 403 13
split_gain=0.0816538 0.0551778 0.0440312 0.046359 0.0598573 0.0649256 0.046058 0.037823 0.0358242 0.0324037 0.0518258 0.0314722 0.0694341 0.034724 0.0336811 0.0356466 0.0297307 0.0325369 0.029189 0.0304773 0.027998 0.0305754 0.0443905 0.0402739 0.0442583 0.031027 0.062656 0.0497651 0.0651173 0.0439208
threshold=0.31299000000000005 0.087655000000000025 -0.22597999999999999 0.096325000000000008 1.0000000180025095e-35 -0.24190499999999995 -0.085409999999999986 -0.42850999999999995 0.11816500000000001 0.10713500000000002 0.088785000000000017 0.041630000000000007 -0.032879999999999993 -0.014954999999999998 0.092670000000000016 0.0033150000000000007 0.077335000000000015 0.0049200000000000008 0.0033150000000000007 -0.12029499999999999 0.11333500000000001 1.0000000180025095e-35 -0.03898999999999999 0.089390000000000011 -0.094219999999999984 0.08598500000000002 -0.111605 -0.055019999999999993 -0.0038999999999999994 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -7 -2 9 10 11 13 -13 14 20 -16 17 -8 -9 -20 21 25 23 24 -23 27 -27 28 -4 -29
right_child=7 -3 3 4 -6 6 16 18 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0069531367350877688 0.0025632055260107985 -0.002221697407308966 0.010580814259010368 0.0055166820381542655 -0.0036223463702481241 -0.0025398361161351208 0.001854668243570969 0.00092684855266912463 0.0062446754292718003 0.0057548999871042646 -0.001676778103657333 -0.0019751739182064065 0.0029006469133310022 0.0064534824714064607 -0.0025295185505528938 0.0027590393762623607 0.004758560006986514 -0.0013291236566146836 -0.00089225731808842434 -0.0058992558671161531 0.0057512267710520858 0.0066028944700956341 0.0068604987929575152 0.0062763733996285334 0.0021186267826756788 -0.0030562565344470472 0.0023383317606399737 0.0011804048036820791 0.0026968147722072899 0.0033539387979852858
leaf_weight=22 35 25 20 47 20 25 574 34 28 33 28 46 80 25 25 26 33 34 31 20 31 25 38 36 184 22 1008 119 22 425
leaf_count=22 35 25 20 47 20 25 574 34 28 33 28 46 80 25 25 26 33 34 31 20 31 25 38 36 184 22 1008 119 22 425
internal_value=0 0.00245668 0.00249598 0.00246279 0.00177321 0.00192456 0.00167106 -0.0002035 0.00269037 0.00264499 0.00259748 0.00265361 0.00112059 0.0027499 0.00270317 0.000166609 0.00183529 0.00167663 -0.00134273 -0.00285579 0.00277019 0.00272153 0.00368038 0.00318714 0.00265502 0.00255361 0.00222311 0.00313454 0.0064511 0.00287848
internal_weight=0 3001 2976 2954 733 713 666 120 2221 2193 2160 2132 126 2006 1981 51 641 608 85 51 1930 1899 283 245 209 1616 1030 586 42 544
internal_count=3121 3001 2976 2954 733 713 666 120 2221 2193 2160 2132 126 2006 1981 51 641 608 85 51 1930 1899 283 245 209 1616 1030 586 42 544
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 12 47 42 14 4 0 2 34 4 52 4 0 151 4 16 0 43 0 4 4 16 1 13 50 131
split_gain=7.76762 1.28592 0.810637 0.612442 0.470228 0.411251 0.339976 0.328673 0.291436 0.28319 0.301007 0.195764 0.22237 0.186855 0.184878 0.192887 0.117626 0.126248 0.117035 0.116289 0.111954 0.105271 0.0887331 0.100072 0.181106 0.125931 0.163625 0.086796 0.0849134 0.0830365
threshold=0.104035 -0.42635499999999998 0.12408500000000001 -0.076779999999999987 0.13404500000000005 0.088105000000000003 0.13082500000000002 -0.0060199999999999993 0.062655000000000016 0.0067750000000000006 -0.11173999999999999 0.13754500000000003 -1.0000000180025095e-35 0.40473500000000007 1.0000000180025095e-35 0.24564500000000003 -0.079119999999999982 -0.083969999999999975 0.41816000000000003 -0.15012499999999998 -0.15599999999999997 -0.080324999999999994 0.18019500000000002 -0.39518999999999993 -0.15289999999999995 0.18438500000000005 0.081670000000000006 -0.016469999999999995 0.10917 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 8 -3 11 -1 9 10 20 12 -4 -7 15 19 28 -18 -14 -11 -5 -9 23 25 -25 -19 -27 -20 -12 -13
right_child=1 2 6 4 -6 13 -8 21 -10 14 16 29 18 -15 -16 -17 17 22 27 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00054286658270832368 0.00056617306830869204 0.0003054466408923609 0.00012428196369262495 0.00049662188313836879 0.00036831916266662473 0.0005061233370911841 0.00037473041336183509 0.00037431566197013578 0.00067510658138213555 0.0005996129539448256 0.00058993524107694626 9.8245520126536912e-05 0.0003959970306709001 0.00032906909116316391 0.00056143626911933284 0.00032010344767022405 0.00039742762843767804 0.00073005227346765501 0.0001772019650339715 0.00046859691649967547 0.00032713973691459917 0.00020618361334603631 0.00043054219104008741 0.00038419227448164244 0.00055589661067677147 0.00043537453839591903 0.00061944975116388576 0.00034186324360323885 0.0005364037099235586 0.00023738099348859167
leaf_weight=40 71 231 45 43 49 75 41 41 85 32 1036 94 29 33 137 29 20 26 32 140 23 22 21 25 427 24 82 20 128 20
leaf_count=40 71 231 45 43 49 75 41 41 85 32 1036 94 29 33 137 29 20 26 32 140 23 22 21 25 427 24 82 20 128 20
internal_value=0 0.000316217 0.000287593 0.000551819 0.000558368 0.000352144 0.000209719 0.000403861 0.000562456 0.00055809 0.000567601 0.000181529 0.000234796 0.000452023 0.00050589 0.000468031 0.000572398 0.000550701 0.000296193 0.000492972 0.00043756 0.000315603 0.000555767 0.00056027 0.0005464 0.000607767 0.000577772 0.000240533 0.000584049 0.000122655
internal_weight=0 691 620 2430 2327 339 281 103 2278 2193 1855 240 126 108 338 201 1789 625 81 172 66 63 605 584 452 132 106 52 1164 114
internal_count=3121 691 620 2430 2327 339 281 103 2278 2193 1855 240 126 108 338 201 1789 625 81 172 66 63 605 584 452 132 106 52 1164 114
is_linear=0
shrinkage=0.00196078


Tree=6529
num_leaves=31
num_cat=0
split_feature=2 30 3 121 0 39 15 393 15 49 12 41 13 0 16 15 16 16 403 0 40 132 1374 151 52 47 15 34 48 3
split_gain=0.0902252 0.0494496 0.0440439 0.0469632 0.0432928 0.046825 0.031016 0.0384822 0.0615962 0.0319384 0.0310991 0.0572611 0.0495979 0.0528447 0.0941194 0.108468 0.0585426 0.0380854 0.0367579 0.0630241 0.032581 0.0314747 0.0381925 0.0316637 0.0473693 0.0298133 0.0296143 0.029539 0.0281043 0.0279588
threshold=0.13404500000000005 0.086065000000000016 0.31299000000000005 -0.080284999999999981 0.034820000000000011 -1.0000000180025095e-35 0.083195000000000005 0.084845000000000018 -0.097454999999999986 -0.15302999999999997 0.092550000000000007 0.077300000000000021 -0.23438999999999996 -0.11173999999999999 -0.36241499999999999 -0.015039999999999998 -0.101115 -0.48836499999999994 -0.088584999999999983 -0.087519999999999987 -0.081174999999999983 0.088210000000000011 0.086000000000000007 -0.15130499999999997 -0.024714999999999997 0.096475000000000019 -0.13578499999999996 -0.082914999999999989 0.11247500000000001 -0.15447499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 9 -9 -5 12 28 -11 14 17 16 -16 25 19 -15 -20 22 23 24 -22 26 -14 -3 -12 -8
right_child=4 27 -4 6 -6 -7 29 8 -10 10 11 -13 13 18 15 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0075146814231716458 -0.0034837073739618068 0.0017002749665536816 -0.00016205410242500697 0.0057069108006544411 -0.0032679911006707699 0.0015946211958148039 0.006253901801618009 0.0034975098956021525 -0.0039933186548929056 0.0076090769897702902 0.0018866929572110332 -0.0032830787756081138 0.0061480015125726503 0.0041204939642921091 -0.0035914500953540917 -0.0051272557752037595 0.0021503334883448627 0.0074274340030652565 0.00058088228756258649 -0.0038182791642611849 0.0044428262526967693 0.00043831555830205188 0.007474041253468993 0.0035986995981888178 -0.0019427634565195497 -0.00041940606791864742 0.0021663025658121928 -0.0024366188844266749 0.0057247920313966459 0.003105421982422652
leaf_weight=21 20 45 51 32 25 197 29 21 23 21 414 21 31 20 21 33 115 22 43 20 21 34 24 646 26 22 47 28 20 1028
leaf_count=21 20 45 51 32 25 197 29 21 23 21 414 21 31 20 21 33 115 22 43 20 21 34 24 646 26 22 47 28 20 1028
internal_value=0 0.00268299 0.00274983 0.00280374 0.000672589 0.00112657 0.00276755 0.00250015 -0.00041815 0.00257878 0.00251626 0.0018168 0.00279397 0.00270409 0.00154381 1.57897e-05 0.00126373 0.0036605 0.00310893 0.000151107 0.00325794 0.00341122 0.0035522 0.00341637 0.000910372 0.00283177 0.00374877 0.000113521 0.00206356 0.0031918
internal_weight=0 2879 2806 2755 242 217 2734 1677 44 1633 1601 455 1146 1125 291 169 136 122 834 40 794 751 717 693 47 100 78 73 434 1057
internal_count=3121 2879 2806 2755 242 217 2734 1677 44 1633 1601 455 1146 1125 291 169 136 122 834 40 794 751 717 693 47 100 78 73 434 1057
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=31
num_cat=0
split_feature=4 16 133 2 2 130 457 483 159 11 4 2 0 12 9 12 160 12 12 474 4 2 133 4 0 51 133 2 13 133
split_gain=0.0793042 0.0352385 0.0630285 0.0399948 0.0545243 0.047933 0.0472071 0.0449926 0.0604914 0.0440853 0.0375345 0.0360354 0.0574623 0.0452238 0.0367078 0.0316962 0.0339372 0.0326461 0.0374839 0.0314107 0.0310583 0.0398056 0.0336238 0.0697437 0.0285742 0.0309468 0.0284302 0.058763 0.027151 0.029401
threshold=0.24564500000000003 -0.14771999999999999 -0.11828999999999999 0.097070000000000004 0.097605000000000011 -0.0091299999999999975 0.083415000000000017 -0.071719999999999992 0.11208000000000001 0.080455000000000013 -0.0086549999999999978 -0.0091949999999999983 -0.07384499999999998 -0.064509999999999984 -0.08477999999999998 0.080890000000000017 -0.33012999999999998 0.088435000000000014 0.095780000000000018 -0.13289499999999999 0.038415000000000012 0.10188000000000001 0.082925000000000013 -0.068329999999999988 -0.080499999999999988 -0.43017499999999992 -0.24227499999999996 0.25063000000000007 0.17001000000000002 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 -6 7 -7 20 11 -8 12 -3 -13 -14 -4 -17 -18 -19 -15 21 22 23 -9 -22 -26 -2 28 29 -28
right_child=26 3 15 4 5 6 10 8 -10 -11 -12 13 14 19 -16 16 17 18 -20 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0085992117878049609 0.0045941085355090247 0.0045391096500679851 0.0052933677652617916 -0.0027796262037904505 -0.0019415389393426239 -0.0010759337151992239 0.001558699529618025 0.0067472297581844037 0.0077111854196780117 0.0059866941491092899 -0.0042534482819610274 0.0057689166524344023 0.0015047999024391176 0.0064965648791985593 -0.0036835592550536001 0.0058853746697423055 -0.00089210657844025841 0.0058553816886463515 0.00042388178753080194 0.0025099930540364943 -0.0012558901824465977 0.0022724978863822801 0.007498714290077574 -0.0012484997278079391 0.0043395729044512395 -0.00033861452180784768 0.0016099828748121097 -0.0042053875388360631 -0.002147190727797958 -0.0015660078293876724
leaf_weight=24 21 24 46 26 31 36 25 24 22 38 20 45 25 20 30 20 38 24 27 1676 41 327 29 20 31 26 327 22 24 32
leaf_count=24 21 24 46 26 31 36 25 24 22 38 20 45 25 20 30 20 38 24 27 1676 41 327 29 20 31 26 327 22 24 32
internal_value=0 0.00247481 0.00383049 0.00237836 0.00170838 0.00189302 0.00209081 0.00234294 0.00257964 0.00261562 -0.00102448 0.00254524 0.000456353 0.00264002 -0.00132521 0.00309211 0.00216313 0.00132667 0.00297988 0.002557 0.00235294 0.00274383 0.00485515 0.00311281 0.000757462 0.00220566 0.00100652 0.000820496 0.00110919 0.00132689
internal_weight=0 2695 179 2516 658 632 601 556 520 1858 45 1820 79 1741 55 155 109 89 51 1696 498 400 73 44 98 57 426 405 383 359
internal_count=3121 2695 179 2516 658 632 601 556 520 1858 45 1820 79 1741 55 155 109 89 51 1696 498 400 73 44 98 57 426 405 383 359
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=31
num_cat=0
split_feature=4 16 133 12 49 150 475 475 16 0 52 43 52 160 1 42 157 1426 133 1210 133 132 3 133 157 157 156 49 159 43
split_gain=0.0642364 0.0285432 0.0510531 0.0338794 0.0453592 0.0441104 0.0346744 0.0423155 0.0378479 0.10024 0.0289964 0.0478771 0.0408238 0.0363642 0.0295217 0.0286424 0.0400599 0.03719 0.0287456 0.0515354 0.0585355 0.0509615 0.0474697 0.0440692 0.050551 0.0503551 0.0864456 0.145215 0.0438757 0.0682955
threshold=0.24564500000000003 -0.14771999999999999 -0.11828999999999999 0.079890000000000017 0.15665000000000004 0.12244500000000001 -0.071829999999999991 -0.086004999999999984 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.016310000000000002 0.016565000000000003 -0.39198499999999997 0.077845000000000011 0.09112000000000002 -0.097649999999999987 0.069770000000000013 0.082925000000000013 0.0028200000000000005 0.061605000000000007 0.13958500000000004 -0.081459999999999991 0.085075000000000026 -0.087424999999999989 -0.07928499999999998 0.087575000000000014 -0.008964999999999999 -0.085489999999999997 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3 9 -8 -4 13 -13 -12 -15 17 -17 18 19 20 -5 22 23 -20 -25 26 27 -26 -27 -30
right_child=-2 3 10 15 -6 -7 8 -9 -10 -11 11 12 -14 14 -16 16 -18 -19 21 -21 -22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=0.0077392904708782836 0.0009058675776698142 0.0020159848009873378 0.0059018421648070222 0.0021696466526311183 -0.0031444922666109747 -0.0028781180358713587 0.0021253080337757841 -0.002919521964940941 0.0035076503016803744 -0.0044328269118872974 0.0071398683136240362 0.0023778405294499617 -0.0038646060694009069 -3.2025678404446307e-05 0.0042045730141628736 -0.0027056708885356785 0.0018587967552465339 0.0068285685323644435 0.0063608987176849048 0.0064824695566332805 -0.0031689642218961605 -0.0017119213644902977 0.0052824095709870659 -0.00090891184592738943 0.0024758842239283366 0.0063021857655257921 0.00045553945187155323 0.014249333676416426 0.002949027990553077 -0.00094510715680371513
leaf_weight=24 426 38 25 934 21 21 225 32 138 26 21 22 20 29 38 20 498 20 32 27 21 21 98 39 22 24 23 20 152 64
leaf_count=24 426 38 25 934 21 21 225 32 138 26 21 22 20 29 38 20 498 20 32 27 21 21 98 39 22 24 23 20 152 64
internal_value=0 0.00222733 0.00344744 0.00214052 0.0014046 0.00160362 0.00180867 -0.000240247 0.00217737 0.00144598 0.00278289 0.0021831 -0.000594753 0.00350889 0.00237082 0.0023235 0.00168256 0.00254528 0.00248728 0.00217406 0.00205225 0.00310864 0.00332221 0.00281131 0.00248112 0.00291459 0.00538359 0.00808229 0.00224591 0.00179521
internal_weight=0 2695 179 2516 501 480 459 70 389 251 155 130 42 88 67 2015 518 1497 1477 982 955 495 474 376 344 305 65 42 240 216
internal_count=3121 2695 179 2516 501 480 459 70 389 251 155 130 42 88 67 2015 518 1497 1477 982 955 495 474 376 344 305 65 42 240 216
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=31
num_cat=0
split_feature=96 3 132 48 4 12 40 150 147 50 40 15 48 52 50 48 1213 43 16 1213 1177 43 52 3 1213 392 13 1213 13 1446
split_gain=0.0560048 0.0455158 0.0526619 0.0340231 0.0324695 0.0418018 0.0467053 0.032506 0.0421733 0.0315566 0.032894 0.03358 0.0418562 0.0818603 0.162407 0.0365556 0.0341654 0.0371104 0.0446469 0.0351987 0.0355741 0.0630964 0.0337173 0.0325277 0.0325927 0.0304791 0.0311808 0.0640652 0.057381 0.0553824
threshold=0.090365000000000015 0.31370500000000007 0.10512500000000001 -0.22597999999999999 0.042705000000000007 -0.10022999999999999 0.051255000000000002 0.12083000000000001 0.090425000000000019 -0.24165499999999998 -0.084709999999999994 -0.10469999999999999 0.093015000000000014 -1.0000000180025095e-35 0.11815500000000002 0.11156500000000001 0.11830500000000001 -0.011919999999999998 -0.082039999999999988 0.104315 -1.0000000180025095e-35 -0.53814999999999991 -0.10925999999999998 0.10732000000000001 0.087020000000000014 0.091685000000000003 -0.083894999999999983 0.0036000000000000003 -0.083499999999999977 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 9 -6 7 8 -7 -5 -11 22 16 15 -15 -14 19 -18 -19 20 -13 -22 -12 24 25 26 27 29 -28 -23
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 11 12 13 14 -16 -17 17 18 -20 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0058662587639198389 -0.0033045357281696942 -0.0014361000478361982 0.003912593263279026 0.0057843273485322366 0.004627703758241195 0.0012817596066071349 -0.0034020289376547395 0.0041203045099360968 -0.0029164665676653387 -0.0001382763479892729 0.0070411648868078675 -0.0017259147338336334 0.0007142592474792764 -0.0090093999534197472 0.0033119495166465639 0.0051018486450495268 0.0067158697060111794 0.0048888091943367872 -0.00077971828868612654 -0.0020189065308797928 0.0077351564868877176 0.0021898934731112564 0.0029203840770819431 -0.00073251899681054061 0.0050879675945317421 0.0058740458373601236 -0.0031759297203161232 0.0082676791353151202 0.0018671353032498354 0.0066362471804798893
leaf_weight=22 21 79 24 23 36 558 22 38 25 66 24 24 64 23 20 27 33 33 24 21 20 423 115 40 37 21 23 20 1185 30
leaf_count=22 21 79 24 23 36 558 22 38 25 66 24 24 64 23 20 27 33 33 24 21 20 423 115 40 37 21 23 20 1185 30
internal_value=0 0.00187712 -0.000189803 0.00194816 0.00191918 0.00131169 0.00112603 0.00128644 0.00110173 0.00209884 0.00206155 0.00212733 0.00202621 0.000317054 -0.00327854 0.00201607 0.00214463 0.00404712 0.00250206 0.00205177 0.00209866 0.00214969 0.00363189 0.00208689 0.00215175 0.00208791 0.00204062 0.00272889 0.00177112 0.00248435
internal_weight=0 3100 103 2997 2975 679 643 621 583 2296 2273 2207 2068 134 43 91 1934 90 57 1844 1823 1799 139 1779 1739 1702 1681 473 1208 453
internal_count=3121 3100 103 2997 2975 679 643 621 583 2296 2273 2207 2068 134 43 91 1934 90 57 1844 1823 1799 139 1779 1739 1702 1681 473 1208 453
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 15 2 2 11 42 13 15 4 15 160 156 4 156 15 39 2 1 3 3 1 132 1 1
split_gain=5.89028 0.692828 0.630538 0.44061 0.395624 0.31547 0.284595 0.195907 0.173598 0.204341 0.169466 0.164114 0.14468 0.154573 0.174473 0.179644 0.165292 0.148496 0.118014 0.117995 0.113829 0.113402 0.100817 0.0929343 0.0911645 0.125941 0.0855438 0.080465 0.140259 0.0749477
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.024640000000000006 -1.0000000180025095e-35 0.10803500000000001 0.075910000000000019 -0.076394999999999977 -0.077799999999999994 -0.12563999999999997 -0.17966999999999997 -0.0072999999999999992 -0.081969999999999987 0.083310000000000009 -0.013125 0.10499000000000001 -0.0058549999999999991 0.096625000000000016 0.11474000000000002 0.079415000000000013 0.149315 -0.017889999999999996 0.12958500000000003 0.088890000000000011 0.15799000000000005 0.095695000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 22 8 7 12 -3 26 -9 -4 20 -14 23 17 -17 29 -18 -19 -1 24 -2 -15 25 -11 -10 28 -7 -16
right_child=1 5 11 -5 -6 27 -8 10 9 21 -12 -13 13 14 15 16 18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052027730988728248 0.00047182054929108882 0.00018644021339977161 0.00050376446258509748 0.0003066068958320649 0.0002613305275151932 0.00015126639539344894 0.00034051214160851057 0.00051825947147900544 0.00050134788868195753 0.00018852064012485074 0.00062222109152250654 0.0003112631368558359 0.00054335955985168507 0.00043422657598727145 0.00044786029484980252 0.00020430628617033495 0.00030939943211920123 0.00061583298094132358 0.00052240773779796618 0.00046082930323155174 0.00041841826616418817 0.00015255956302370738 0.00032155064311153303 0.00055072123662573474 0.00021372785550839683 0.00035776054328539057 0.00032216714950753195 0.00023146669593943761 -4.1443649770728518e-05 0.00036056746580138293
leaf_weight=508 94 89 21 45 75 53 41 1038 21 22 64 90 93 36 269 22 20 35 20 41 46 31 21 98 48 73 20 23 20 44
leaf_count=508 94 89 21 45 75 53 41 1038 21 22 64 90 93 36 269 22 20 35 20 41 46 31 21 98 48 73 20 23 20 44
internal_value=0 0.000274631 0.000492188 0.000498816 0.000372124 0.000228323 0.000502458 0.000505303 0.000259267 0.000289414 0.000524297 0.000347682 0.000488313 0.000469106 0.000457301 0.000438844 0.000340821 0.000454467 0.000415904 0.000532213 0.00051182 0.00026007 0.00044438 0.000519424 0.000283377 0.000318568 0.000413943 0.000130333 9.84691e-05 0.000435589
internal_weight=0 590 2531 2420 190 400 2375 2334 304 215 1102 111 1232 678 585 451 62 389 40 76 554 174 115 134 143 95 41 96 73 313
internal_count=3121 590 2531 2420 190 400 2375 2334 304 215 1102 111 1232 678 585 451 62 389 40 76 554 174 115 134 143 95 41 96 73 313
is_linear=0
shrinkage=0.00196078


Tree=6534
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 4 14 2 4 52 1 457 1 3 4 0 16 47 2 160 0 3 1 3 457 1
split_gain=22.685 3.67978 2.2348 1.79183 1.32541 0.988254 0.792812 0.585246 0.559916 0.551494 0.399444 0.397939 0.333619 0.291199 0.317209 0.514009 0.288578 0.325817 0.19935 0.233915 0.216079 0.184011 0.166529 0.163621 0.158257 0.154998 0.141689 0.141456 0.140122 0.189524
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.092845000000000025 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.42051500000000003 -0.56176499999999996 0.089770000000000016 0.032140000000000009 0.085345000000000018 -0.10831999999999999 0.04735000000000001 -0.097734999999999989 -0.12029499999999999 0.090100000000000013 0.10005000000000001 -0.067824999999999983 -0.15931499999999996 -0.0025099999999999996 0.15964000000000003 1.0000000180025095e-35 0.094310000000000019 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 11 -5 13 -6 16 12 -4 -7 18 22 -1 -18 19 -15 -20 27 -16 -14 -19 -25 -13 -3 29 -29
right_child=1 2 6 7 9 8 -8 -9 -10 -11 -12 26 23 14 15 -17 17 24 20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00097614712605040982 0.00092301186639335013 0.0004149043711687566 0.00048560259590605992 0.000847319188608211 0.00084709252946959265 0.0010476889115080025 0.0006022751040136808 0.00053171275990830625 0.00065592466423752089 0.00054228950847456025 0.0011202097196601165 0.00024175272391300606 0.00043463718225771091 0.0010684602809887306 0.00070833870027141234 0.00049279950559139247 0.0006827128546415378 0.00076893176645269172 0.00090573329893899068 0.00090302194286370828 0.0007761845623037323 0.00062711762775685275 0.00092657791091630695 0.00032992152971964255 0.00093602562729359906 0.00014111308932222207 7.1014904398836333e-05 0.00065979145128968082 0.00039899846919005385 0.00045828124402991081
leaf_weight=881 76 100 52 37 74 43 37 58 41 33 59 74 22 35 20 20 22 23 99 537 99 32 41 35 415 32 25 38 27 34
leaf_count=881 76 100 52 37 74 43 37 58 41 33 59 74 22 35 20 20 22 23 99 537 99 32 41 35 415 32 25 38 27 34
internal_value=0 0.000515976 0.000465676 0.000918604 0.000572678 0.000929344 0.00033511 0.000654633 0.000879984 0.000753088 0.00096231 0.000293922 0.000360824 0.000890259 0.000882305 0.000765586 0.000955363 0.000915556 0.000894583 0.000913145 0.000840959 0.000489112 0.000855024 0.00028792 0.000927251 0.000239744 0.000198637 0.00046692 0.000519461 0.000564634
internal_weight=0 691 615 2430 338 2335 277 95 935 107 1400 240 141 894 851 81 1341 460 770 572 198 231 61 89 438 67 99 199 99 72
internal_count=3121 691 615 2430 338 2335 277 95 935 107 1400 240 141 894 851 81 1341 460 770 572 198 231 61 89 438 67 99 199 99 72
is_linear=0
shrinkage=0.00196078


Tree=6535
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 0 47 1 0 4 2 156 0 1 14 106 132 14 1 47 48 4 3 160 1 47
split_gain=15.3729 2.55263 1.54581 1.2954 1.07781 0.767669 0.593651 0.50577 0.49904 0.49615 0.443727 0.440726 0.336774 0.260301 0.170137 0.156029 0.145244 0.144724 0.143071 0.120579 0.127764 0.113077 0.10949 0.116617 0.107277 0.120849 0.156745 0.139728 0.0969191 0.0885583
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.13082500000000002 0.09253500000000002 -0.079119999999999982 0.27834500000000006 0.14122000000000004 -0.0071349999999999998 -0.15599999999999997 0.16175000000000003 -1.0000000180025095e-35 0.087690000000000004 0.08696000000000001 -0.22253999999999999 0.083345000000000016 0.096300000000000011 0.093265000000000015 -0.49013999999999996 -0.11171999999999999 -0.016279999999999996 1.0000000180025095e-35 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 -6 8 9 16 17 -5 -11 18 19 -14 -1 -4 -10 20 21 -3 -20 -24 25 28 27 -27 -17 -23
right_child=1 2 10 11 6 -7 -8 -9 13 12 -12 -13 15 -15 -16 24 -18 -19 22 -21 -22 29 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00054024389371228347 0.00063083940105112916 0.00040065083061735052 9.5726381618173149e-05 0.00057771475502260824 0.00056272696695078891 0.00036646854622349222 0.0002730519575176432 0.00078649477540566665 0.00073561258787979711 0.00067041082624504273 0.000346016447196067 0.00029912090628898553 0.00072923057984793777 0.0003633213639958029 0.00011257797998552715 0.00058014505602815901 0.00034130270769828309 -6.0623766314684694e-05 0.00058502518486373801 0.00012596537275144171 0.00013475616912102722 0.00025178394835981591 0.00040649869503587286 0.00058782510663948808 0.00050023786786223667 0.00037080937749980127 0.00061286317157314648 0.00057422932282792996 0.00071813269483198049 0.00035086186588420283
leaf_weight=43 76 33 145 34 85 41 40 84 21 1160 26 61 42 23 30 28 21 27 266 21 21 141 30 25 35 20 394 37 65 46
leaf_count=43 76 33 145 34 85 41 40 84 21 1160 26 61 42 23 30 28 21 27 266 21 21 141 30 25 35 20 394 37 65 46
internal_value=0 0.000291827 0.000249933 0.000623274 0.000317672 0.000632405 0.000470031 0.000637158 0.000631482 0.000644587 0.000107272 0.000398828 0.000650683 0.000565237 0.000252449 0.000613832 0.000474966 7.1183e-05 0.000578816 0.000268465 0.000280882 0.00029483 0.000568559 0.00048892 0.000605461 0.000612231 0.00059896 0.000502854 0.000676588 0.000276156
internal_weight=0 691 615 2430 417 2335 125 2294 2210 1845 198 95 1781 365 292 621 64 172 342 262 241 220 321 55 579 544 451 57 93 187
internal_count=3121 691 615 2430 417 2335 125 2294 2210 1845 198 95 1781 365 292 621 64 172 342 262 241 220 321 55 579 544 451 57 93 187
is_linear=0
shrinkage=0.00196078


Tree=6536
num_leaves=31
num_cat=0
split_feature=1 124 33 4 15 4 48 10 10 3 43 34 2 1213 1212 403 1186 394 130 42 3 13 13 158 403 1213 130 1210 403 0
split_gain=0.136506 0.0483054 0.0305753 0.0351569 0.0346284 0.0277886 0.0319958 0.042546 0.0875602 0.0356282 0.0271833 0.0252956 0.036249 0.0250563 0.0454081 0.0450907 0.0479363 0.0482959 0.0449415 0.0416851 0.0727839 0.0351678 0.0478779 0.0573095 0.0361255 0.0350636 0.0583535 0.0516653 0.123776 0.0467436
threshold=0.12000500000000001 -0.076779999999999987 0.082285000000000011 0.36766000000000004 -0.47006499999999996 -0.034939999999999992 -0.032929999999999994 -0.38124499999999995 -0.014199999999999999 -0.11255999999999998 0.10366000000000002 -0.038779999999999995 0.12198500000000001 -0.081599999999999992 -0.21859999999999999 0.093545000000000003 0.081240000000000021 -0.08644499999999998 0.09833500000000002 0.086665000000000006 -0.079864999999999978 -0.087404999999999997 -0.085384999999999975 0.10398500000000001 0.30524500000000004 0.060985000000000004 0.0084900000000000028 -0.080859999999999974 -0.53960999999999981 -0.086834999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 -5 -2 -7 -8 -9 -10 11 -11 -13 19 -15 16 25 -18 -17 20 -3 24 -23 -24 -21 27 29 28 -16 -27
right_child=5 2 -4 4 -6 6 7 8 9 10 -12 12 -14 14 15 18 17 -19 -20 21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00178500917162489 0.0035512937263221197 0.0046913903991874237 0.0072273585859379229 0.0050672810883649316 0.00076020188890175804 -0.0026733110496855303 0.0049013429221564106 -0.0055518894607666886 0.0052775404682116854 -0.0013078633315412194 -0.001882526009235178 0.0038950715153799236 0.00062016300241934301 -0.00097903087380868587 0.0052929795840755108 0.0071537743669450142 0.0038291924577788447 -0.0027637090645730496 0.0020572780544171111 -0.00047393862713271612 0.011001776504729477 0.0088364364812150605 0.0053721379752096256 -0.0011839382420293987 0.00423402367284455 0.0060862064782458434 0.0075707692657333778 0.0034207104434114395 -0.0044719296748991369 0.0023352097805953869
leaf_weight=172 46 141 22 24 84 23 28 20 21 28 29 58 81 23 25 62 20 25 24 39 21 20 40 20 28 52 53 1773 27 92
leaf_count=172 46 141 22 24 84 23 28 20 21 28 29 58 81 23 25 62 20 25 24 39 21 20 40 20 28 52 53 1773 27 92
internal_value=0 0.00340832 0.00351509 0.00348359 0.00171733 0.00126897 0.00090443 0.00121495 0.000779428 0.00136296 0.00094354 0.00143429 0.00198667 0.00356036 0.0034407 0.00348791 0.00339457 0.000166469 0.0057315 0.004403 0.0055094 0.0031837 0.00459919 0.00318678 0.00149357 0.00346641 0.00473387 0.00332959 0.000222738 0.00368974
internal_weight=0 2787 2615 2593 108 334 288 265 237 217 196 167 139 2485 2176 2153 2067 45 86 309 162 147 80 60 67 2022 197 1825 52 144
internal_count=3121 2787 2615 2593 108 334 288 265 237 217 196 167 139 2485 2176 2153 2067 45 86 309 162 147 80 60 67 2022 197 1825 52 144
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 47 2 150 1 2 2 4 2 12 4 160 3 52 47 0 15 4 1 1 51 49
split_gain=25.2998 3.89716 2.65655 2.24781 1.22868 1.12997 0.813778 0.78718 0.641433 0.625758 0.609622 0.45049 0.44538 0.615102 0.395789 0.361591 0.354422 0.216658 0.178821 0.154397 0.169085 0.150994 0.136537 0.13309 0.257852 0.127944 0.126559 0.118108 0.114176 0.112197
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.14122000000000004 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.14285500000000004 0.27834500000000006 -1.0000000180025095e-35 0.087695000000000009 -0.036839999999999991 -0.067824999999999983 -0.016324999999999996 -0.56176499999999996 0.090100000000000013 -0.11173999999999999 -0.12255999999999999 0.018150000000000003 0.11669000000000002 0.16175000000000003 -0.085989999999999997 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 5 22 6 12 -5 -6 14 11 21 17 16 15 -4 -14 23 -2 -17 -21 -7 26 24 -1 -25 28 -16 -3 -9
right_child=1 2 9 7 8 10 -8 29 -10 -11 -12 -13 13 -15 27 19 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012473429885565066 0.0011383703894474926 0.00050364709842730978 0.00064445109939007873 0.0010242675114186714 0.00099827064978642291 0.0011649415289320532 0.0013088334401756127 0.00073048217950395236 0.00065147391872441476 0.00070137355085612713 0.00077461375503492158 0.00079283378569384901 0.00084928011192994958 0.00072591436450438732 0.00035726160198251559 0.00056385369868178908 0.0010813291931231444 0.0010899155358914765 0.00093246649926394417 0.00050041941539249047 0.00031222300042966654 0.0010302152454334853 0.00074926173398238971 0.0011505438470391098 0.00098605276014114194 0.0010154076171021503 0.00052074298918301581 0.00019159690328255421 0.00066286840426974393 0.00056446551284208097
leaf_weight=20 50 20 39 34 70 35 76 34 29 34 41 30 28 23 78 23 263 674 24 29 50 371 34 709 53 28 43 21 129 29
leaf_count=20 50 20 39 34 70 35 76 34 29 34 41 30 28 23 78 23 263 674 24 29 50 371 34 709 53 28 43 21 129 29
internal_value=0 0.000647075 0.000594631 0.00107634 0.000714528 0.00108841 0.00111009 0.000783825 0.000896684 0.000452417 0.0010032 0.0010247 0.00110169 0.0010346 0.000417148 0.000483869 0.001059 0.00111589 0.00107159 0.00042247 0.000381308 0.00104183 0.000634734 0.0011375 0.00105764 0.00114541 0.000614453 0.000322121 0.000641496 0.000654062
internal_weight=0 673 599 2448 325 2351 1874 97 99 274 477 436 1798 314 240 141 291 1484 74 102 79 406 226 810 73 737 192 99 149 63
internal_count=3121 673 599 2448 325 2351 1874 97 99 274 477 436 1798 314 240 141 291 1484 74 102 79 406 226 810 73 737 192 99 149 63
is_linear=0
shrinkage=0.00196078


Tree=6538
num_leaves=31
num_cat=0
split_feature=1 105 2 4 123 402 10 159 9 2 484 51 43 52 448 0 474 43 49 131 131 159 403 481 16 128 1427 1444 1 151
split_gain=0.171027 0.0627054 0.0871594 0.0579352 0.0419428 0.045273 0.0367442 0.0355768 0.0377104 0.0378796 0.0391824 0.0454613 0.0365568 0.0303833 0.0397209 0.0270005 0.0269948 0.0293367 0.0254861 0.025171 0.0968399 0.0420416 0.0382008 0.0354423 0.0353425 0.0353337 0.0345317 0.0321215 0.0312311 0.0527046
threshold=0.10293500000000001 1.0000000180025095e-35 0.31358000000000003 -0.17966999999999997 0.12630500000000003 0.093135000000000009 -0.086389999999999981 0.10797500000000002 -1.0000000180025095e-35 0.090310000000000015 -0.070054999999999992 0.10532000000000001 -0.081154999999999991 0.060015000000000006 -0.050549999999999991 0.22582000000000002 0.096510000000000012 -0.072864999999999985 -0.0087049999999999992 0.090385000000000007 0.089325000000000015 0.04105000000000001 -0.50275999999999987 -0.24133999999999997 -0.54656499999999986 0.086435000000000012 1.0000000180025095e-35 -0.083894999999999983 0.089625000000000024 -0.086654999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 7 -1 8 -5 12 -11 13 18 14 -12 19 17 -9 -10 20 23 22 -21 -8 -25 -24 27 -26 -29 -30
right_child=1 -3 -4 4 -6 -7 15 16 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 25 24 26 -27 -28 28 29 -31
leaf_value=-0.00016631060396321117 0.0047621054204089732 0.0078808978945016858 -0.0032652142640602379 -0.00048907673347513292 -0.0024360353010706606 -0.0014331340611533961 0.0077901606761420581 0.0032616026267143234 0.0033662098659468552 -0.002316552013243464 0.0045495978768061223 0.0058829876511091632 0.002662235754649845 0.0048950123689137405 0.00060109943429058246 0.00056828040230487073 0.0015757195558398962 0.0083795570535585284 0.0080111603580277271 0.0010131617558654397 -0.0028706954047083857 0.0092802245878953159 0.0047080879913564836 0.0077378857942676411 7.243038909066291e-05 0.008940190490714239 0.0066772310298498887 0.0041717596492390069 -0.00099933515623982605 0.0034960975159412707
leaf_weight=20 92 20 28 49 20 32 26 21 21 22 30 28 108 25 169 21 20 24 27 25 20 22 191 26 21 22 48 1655 29 259
leaf_count=20 92 20 28 49 20 32 26 21 21 22 30 28 108 25 169 21 20 24 27 25 20 22 191 26 21 22 48 1655 29 259
internal_value=0 0.00235815 0.00220388 0.00242646 0.00206593 0.00222225 0.00410195 0.00243727 0.00213937 0.00243889 0.00173069 0.00208402 0.00368278 0.00160915 0.00119635 0.00413804 0.00463258 0.00599118 0.00597899 0.00417002 0.00405428 0.00509778 0.00471117 0.00412138 0.00407458 0.00514521 0.00402724 0.00396247 0.00400451 0.00304343
internal_weight=0 736 716 688 596 576 2385 544 479 430 274 252 156 224 199 2365 65 45 48 2344 2084 260 238 2064 2038 213 2012 1964 1943 288
internal_count=3121 736 716 688 596 576 2385 544 479 430 274 252 156 224 199 2365 65 45 48 2344 2084 260 238 2064 2038 213 2012 1964 1943 288
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=31
num_cat=0
split_feature=1 2 1454 16 52 129 52 3 160 15 4 1 483 124 13 33 147 16 11 52 15 483 130 4 16 157 12 43 43 0
split_gain=0.139822 0.0458107 0.0344307 0.0345586 0.0720489 0.0563323 0.0450778 0.040862 0.0399152 0.037812 0.0351727 0.0294149 0.0289413 0.0286886 0.0364227 0.0291647 0.0283658 0.0347705 0.0271806 0.038432 0.0351248 0.0268723 0.0293588 0.0426726 0.029197 0.0268241 0.0266567 0.0250503 0.0340089 0.0265316
threshold=0.12000500000000001 0.10188000000000001 0.091445000000000012 0.40020000000000006 0.039215000000000007 0.089245000000000005 0.10263500000000002 -0.086424999999999988 -0.39198499999999997 -0.07490999999999999 0.42642000000000008 0.16773500000000005 1.0000000180025095e-35 -0.083859999999999976 -0.0093149999999999986 0.083840000000000012 0.089365000000000014 -0.0057949999999999989 0.090070000000000025 -0.56176499999999996 -0.03241999999999999 0.098395000000000024 -0.077029999999999987 -0.033174999999999989 0.013515000000000001 -0.062424999999999994 0.11149500000000002 -0.011694999999999999 -0.078844999999999985 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 10 -6 -8 -9 -5 12 21 25 14 -1 16 -15 -18 19 -11 -21 22 -2 24 -24 -3 -10 28 29 -27
right_child=11 2 -4 9 6 -7 7 8 26 18 -12 -13 -14 15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0034720540126315586 -0.0019505174995477622 -0.002307708002626896 -0.00082142410427331932 0.0079758254361956427 0.0072827866898748927 -0.0032699105908580934 -0.00060263329995161095 0.0081559869588818407 0.0044111813404270565 0.0065888923504168091 0.0050514778037640184 -0.0020626710646826289 0.0045978968114858227 0.0038640234200216813 -0.00098668127902783458 0.0075570084975056717 -0.0017738304595695809 0.004122820491902531 0.0059638950469282775 0.0034079344710335139 -0.00086029742003208203 0.0051891049556434159 0.002064712250666205 0.0011623789143462178 0.007403426496312023 -0.00014102980494499207 0.00059680733635711185 0.0024856411911668664 -0.0032737396679641236 0.0042677159337992116
leaf_weight=53 24 20 25 23 37 22 22 20 57 21 33 23 28 1996 28 21 20 20 36 51 31 20 21 226 20 39 27 115 21 21
leaf_count=53 24 20 25 23 37 22 22 20 57 21 33 23 28 1996 28 21 20 20 36 51 31 20 21 226 20 39 27 115 21 21
internal_value=0 0.00355336 0.0028175 0.00296329 0.00252261 0.00160057 0.00421396 0.0033128 0.00414107 0.00422004 0.00198739 0.00138818 0.00157299 0.00377674 0.00193076 0.00384943 0.00381118 0.0011745 0.00359858 0.00277187 0.00179433 0.00164339 0.0013997 0.00170084 0.00466896 0.00118087 0.00318513 0.00153685 0.000189794 0.00140203
internal_weight=0 2787 649 624 462 299 163 126 104 162 277 334 244 2138 81 2057 2036 40 139 103 82 311 291 267 41 216 84 196 81 60
internal_count=3121 2787 649 624 462 299 163 126 104 162 277 334 244 2138 81 2057 2036 40 139 103 82 311 291 267 41 216 84 196 81 60
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=31
num_cat=0
split_feature=4 3 9 123 15 39 3 42 0 12 16 16 4 149 49 1 40 42 4 43 159 160 159 1447 483 3 41 49 1 1375
split_gain=0.119097 0.0434995 0.0423675 0.0606217 0.0322888 0.0364325 0.0579092 0.0397784 0.0306611 0.0349437 0.0571764 0.0400081 0.0533357 0.0511621 0.0525584 0.0362561 0.0306732 0.029892 0.0276689 0.0654938 0.0501711 0.068844 0.0466288 0.0490707 0.0456821 0.0376435 0.0908157 0.041009 0.0388646 0.0388347
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 -0.14712999999999996 0.085855000000000015 -0.03694999999999999 -0.079539999999999986 0.089620000000000019 -0.10022999999999999 -0.29154999999999992 -0.42170999999999997 0.49041500000000005 0.07770500000000001 -0.045154999999999994 0.12165500000000001 -0.063404999999999989 0.086835000000000009 -0.073934999999999987 -0.081154999999999991 0.11058000000000003 -0.52641999999999989 -0.085489999999999997 -0.085804999999999979 -0.096724999999999992 -0.092174999999999993 0.07677500000000001 0.12595000000000003 0.07635500000000002 -0.097394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 18 -7 -8 9 10 -2 13 -13 14 -11 -16 -14 -18 22 20 21 -20 -6 -24 -23 26 28 29 -21 -27
right_child=8 -3 4 -5 5 6 7 -9 -10 11 -12 12 16 -15 15 -17 17 -19 19 25 -22 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0035151191108690745 0.0016147042925628585 0.00081469812478283303 0.0049175166549356355 0.0036823784802109006 0.0069977710760819427 -0.0033153718512039633 0.005318045942112804 0.0012352734353626147 -0.0023619545889752257 -0.0018517903551630872 0.008136489812750369 -0.0050249917386099704 0.0036643448397517204 0.00644859649726878 0.0036326802523627163 0.00015672552871500499 0.00095026977639645332 -0.0034730387809263036 0.0096217052862894812 0.0006575441965833307 -0.0004376233965158463 0.0081429912553479273 -0.00053057740442454817 0.0037144105298143738 0.0036616998025146212 -0.0010022263340651991 0.0056543442502152179 -0.00028368000216274098 -0.0054332675835625692 0.0030133669386700058
leaf_weight=22 41 73 124 25 42 20 35 75 21 38 20 20 25 23 83 47 50 22 22 20 25 24 28 992 436 25 20 44 22 657
leaf_count=22 41 73 124 25 42 20 35 75 21 38 20 20 25 23 83 47 50 22 22 20 25 24 28 992 436 25 20 44 22 657
internal_value=0 0.00322292 0.00328906 0.000313337 0.00334263 0.00326411 0.00163438 0.00253434 0.00135481 0.00156633 0.00375299 0.00113326 -0.000322945 0.00202528 0.00141971 0.00237599 0.000646549 -0.000401297 0.00335399 0.00304372 0.00393032 0.00415687 0.00373234 0.00359788 0.00389551 0.00247329 0.000108159 0.00267527 -0.00253288 0.00286617
internal_weight=0 2731 2658 47 2611 2487 130 110 390 369 61 308 117 191 168 130 97 72 2357 1295 507 482 1062 1020 460 788 62 726 42 682
internal_count=3121 2731 2658 47 2611 2487 130 110 390 369 61 308 117 191 168 130 97 72 2357 1295 507 482 1062 1020 460 788 62 726 42 682
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=31
num_cat=0
split_feature=2 30 3 121 0 39 15 11 14 13 13 16 15 13 3 42 42 42 0 1453 4 457 1429 51 133 12 0 15 2 1348
split_gain=0.0994015 0.044462 0.0441892 0.0437878 0.0358865 0.0342454 0.0324206 0.043278 0.0489944 0.0316341 0.0829966 0.0392656 0.0364268 0.049671 0.0455285 0.0422144 0.0465216 0.049213 0.0340567 0.0325533 0.0446357 0.0376901 0.034626 0.032201 0.0539764 0.0396754 0.0508051 0.0499502 0.0347232 0.0436059
threshold=0.13404500000000005 0.086065000000000016 0.31299000000000005 -0.080284999999999981 0.034820000000000011 -1.0000000180025095e-35 0.024640000000000006 0.075910000000000019 0.078235000000000013 -0.014169999999999999 -0.010739999999999998 0.51747500000000002 -0.0063699999999999989 -0.15714499999999998 -0.097604999999999983 0.083995000000000014 0.083715000000000026 0.083235000000000017 -0.091354999999999978 -0.0067199999999999994 -0.0083799999999999986 0.057025000000000006 -0.087914999999999979 0.090560000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13134000000000004 -0.033689999999999991 0.11747 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 9 -8 -9 11 -11 12 13 -5 -15 16 17 18 -16 20 -17 22 -21 25 -25 27 28 -12 29 -27
right_child=4 -3 -4 6 -6 -7 7 8 -10 10 23 -13 -14 14 15 19 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0075204227807088983 -0.0027853277290705593 0.00041771539696651731 8.5437501433725456e-07 0.0068242852379066443 -0.0028437150393147027 0.0015575999265825045 0.0031938101866464462 0.0091087182569834918 0.0035374238033239781 -0.003411081249718196 0.0020771728172593821 -0.0011453975457698107 0.001221861204087165 -0.00052647700103989334 0.0037238988653520372 0.0024556216318160299 0.0078959817796744203 -0.00020878395735053347 0.0081140428805762596 0.0057922166518280926 0.0083735471814870826 0.0052990412769277637 0.0022288373591579833 -0.0038379858545903563 0.0019330937330509391 0.003377897306535069 0.0071576044108951466 -0.0031397674429172184 0.00022628102706221399 -0.00072069253572928059
leaf_weight=21 20 73 51 39 25 197 1066 27 38 26 78 22 90 32 67 26 37 24 24 29 25 51 457 21 71 356 28 24 48 28
leaf_count=21 20 73 51 39 25 197 1066 27 38 26 78 22 90 32 67 26 37 24 24 29 25 51 457 21 71 356 28 24 48 28
internal_value=0 0.00285416 0.00291754 0.00297154 0.000743999 0.00115733 0.0029366 0.00334656 0.00585165 0.00264734 0.00212979 0.00302864 0.00313056 0.00334238 0.00316648 0.00332617 0.0048117 0.00381937 0.00488174 0.00294216 0.00535657 0.00271286 0.00244147 0.00235007 0.000615782 0.00263397 0.00302962 0.000849657 0.00276207 0.00307904
internal_weight=0 2879 2806 2755 242 217 2734 1131 65 1603 680 923 901 811 772 740 152 115 91 588 51 537 486 654 92 562 460 102 432 384
internal_count=3121 2879 2806 2755 242 217 2734 1131 65 1603 680 923 901 811 772 740 152 115 91 588 51 537 486 654 92 562 460 102 432 384
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 14 1 2 1 2 106 1 0 0 4 1 131 0 3 132 15 1420 16 1429 475 15
split_gain=17.9837 2.89074 1.75053 1.45291 1.21192 0.910951 0.654624 0.600901 0.5758 0.573052 0.431869 0.402686 0.225884 0.163718 0.143377 0.142494 0.141857 0.138649 0.153286 0.174254 0.124529 0.118565 0.109721 0.1286 0.108063 0.0995234 0.118404 0.180034 0.117739 0.0977379
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.092235000000000025 0.087135000000000004 0.14122000000000004 0.087690000000000004 0.16540500000000002 -0.097024999999999986 0.14486500000000005 -0.39518999999999993 0.084525000000000003 0.09055500000000001 -0.026509999999999995 0.31299000000000005 0.08696000000000001 0.090455000000000021 -0.080064999999999983 0.0057500000000000008 0.083810000000000009 -0.008964999999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 13 6 9 -6 15 11 -5 12 25 14 22 -4 29 18 -13 -20 -2 -7 23 -3 -11 -1 -27 28 -28 -14
right_child=1 2 8 10 7 21 -8 -9 -10 24 -12 17 16 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00092752736472374202 0.00082194624075053295 0.00043111324215188107 0.0001946250974652251 0.00070838774613511874 0.00069284131550665133 0.00061728921328769223 0.00044768730048986682 0.00040140282253132146 0.00048608568273653271 0.0010088781416291838 0.00043260734948910096 0.00083046456472106271 0.00074953918946137142 0.00023165243355179922 0.00022918208624844123 2.5645220061222926e-05 0.00077411024973917135 0.00061988582170752096 0.00074601988330958227 0.00060322172127152778 0.00064693593591079782 0.00042170640811616298 0.00029307390212906446 0.00026928575345976791 0.0008672145892686798 0.00081864910796901845 0.00091345231809647259 0.00061582454680941259 0.00075487055732566277 0.00057952328701679171
leaf_weight=29 54 187 150 34 85 22 22 40 26 47 61 77 26 30 21 22 359 34 536 35 22 26 33 21 37 935 24 28 72 26
leaf_count=29 54 187 150 34 85 22 22 40 26 47 61 77 26 30 21 22 359 34 536 35 22 26 33 21 37 935 24 28 72 26
internal_value=0 0.000410519 0.000365936 0.000769007 0.000438021 0.000778678 0.000784288 0.000599581 0.000214122 0.000787558 0.000531308 0.000781437 0.000799408 0.00036886 0.00038457 0.000173011 0.000760246 0.000741937 0.000748341 0.000737267 0.000771285 0.000511349 0.00039811 0.000414775 0.000946479 0.000814202 0.000811099 0.000754166 0.000794516 0.000664531
internal_weight=0 691 615 2430 417 2335 2287 125 198 2265 95 2181 1499 292 262 172 411 682 648 571 76 48 241 208 84 1088 1059 124 96 52
internal_count=3121 691 615 2430 417 2335 2287 125 198 2265 95 2181 1499 292 262 172 411 682 648 571 76 48 241 208 84 1088 1059 124 96 52
is_linear=0
shrinkage=0.00196078


Tree=6543
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 4 4 47 15 3 4 2 14 0 4 13 52 15 11 14 0 16 52 48 52 4 474
split_gain=13.4913 2.34883 1.31331 1.2222 0.76864 0.697511 0.510966 0.469435 0.405455 0.366816 0.358899 0.270663 0.189623 0.172438 0.239417 0.167207 0.348333 0.193465 0.158136 0.146809 0.138824 0.132088 0.131928 0.13106 0.212606 0.293916 0.152505 0.127904 0.117091 0.109547
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.089410000000000003 0.13404500000000005 -0.0060199999999999993 0.062655000000000016 0.27834500000000006 0.40473500000000007 0.13082500000000002 1.0000000180025095e-35 0.30112000000000005 0.42051500000000003 0.14530500000000005 -1.0000000180025095e-35 -0.13027499999999997 0.022185000000000003 -0.47860499999999995 -0.031059999999999997 0.090455000000000021 0.077415000000000012 -0.41790499999999997 -0.07929499999999999 0.083160000000000026 0.024145000000000003 0.092065000000000022 0.12492500000000002 -0.50052499999999989 0.10008000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 27 7 -1 8 11 -6 12 15 13 14 -4 -5 19 23 -14 -17 -9 -13 -15 -18 25 -25 28 -3 -26 -30
right_child=1 2 10 5 9 -7 -8 20 -10 -11 -12 21 18 22 -16 16 17 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00066887595343823525 0.00071926940601584348 0.00036005587224894009 0.00044028141052130179 0.00085371275742848719 0.00065216118294226361 0.00048235804632622129 0.00038551232892520046 0.00093134573776445357 0.00044841045819209646 0.00039461783723893507 0.00043354853198019109 0.00073576606800126098 0.00022539115657529781 0.00035614587585715686 0.00018060007728253649 0.00049067722656722594 0.00073215004565335728 0.00064686035450792971 5.5568792699788318e-05 0.00066083770114876302 0.00077151900170164634 0.00089288233361101729 0.00017665959153797308 0.00048421311612222706 0.00079368963391665212 0.00071216344421666359 0.00056912592228721174 0.00052399056644051093 0.00065752005344092875 0.00081706787803037268
leaf_weight=40 76 215 39 25 73 49 63 48 22 30 37 1010 49 20 21 44 547 203 37 35 37 21 74 43 76 44 24 20 78 21
leaf_count=40 76 215 39 25 73 49 63 48 22 30 37 1010 49 20 21 44 547 203 37 35 37 21 74 43 76 44 24 20 78 21
internal_value=0 0.000394072 0.000353884 0.000704572 0.000435912 0.000713823 0.000495556 0.000718802 0.000713261 0.000577149 0.000253794 0.000715945 0.000226081 0.000267268 0.000349393 0.000695124 0.000691568 0.000701139 0.000152328 0.000566065 0.000861774 0.000738966 0.000214848 0.000714366 0.000680352 0.000599498 0.000715701 0.000374008 0.000735802 0.000691364
internal_weight=0 691 615 2430 338 2327 103 2278 2193 103 277 2171 240 154 60 1140 1115 1036 86 79 85 1031 94 833 286 87 199 235 175 99
internal_count=3121 691 615 2430 338 2327 103 2278 2193 103 277 2171 240 154 60 1140 1115 1036 86 79 85 1031 94 833 286 87 199 235 175 99
is_linear=0
shrinkage=0.00196078


Tree=6544
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 3 11 481 47 11 51 157 0 129 12 42 13 3 376 457 48 0 43 15 4 1213 52 403 41 16
split_gain=0.164013 0.0518792 0.044744 0.0474057 0.0323382 0.0322635 0.0308405 0.0549087 0.0412423 0.0399769 0.0419707 0.0661382 0.0393294 0.0413827 0.0370697 0.0365544 0.045303 0.0433048 0.0381466 0.0362498 0.0460751 0.0548222 0.0467865 0.0494864 0.0796095 0.0341242 0.028175 0.0328705 0.0272997 0.031537
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.42240500000000009 1.0000000180025095e-35 -0.051484999999999996 0.081320000000000017 0.086080000000000018 -0.067899999999999974 -0.051074999999999988 -0.097024999999999986 -0.075474999999999987 0.084595000000000017 -0.12099999999999998 0.038215000000000006 -0.10831999999999999 0.083960000000000021 0.29113500000000009 -0.065224999999999991 -0.23051499999999997 0.08845500000000002 -0.03241999999999999 -0.053309999999999989 -0.5165749999999999 0.086965000000000015 -1.0000000180025095e-35 0.092100000000000015 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 28 12 -8 9 14 -11 -12 19 -14 -9 -15 17 -17 25 20 -4 -22 23 -23 -25 -19 27 -18 29 -2
right_child=5 -3 4 -5 -6 -7 7 8 -10 10 11 -13 13 15 -16 16 26 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025957907154489394 0.0023897132450959664 0.0011600295064429678 0.0071947354162917839 0.0036576642154681465 0.00074023638076141656 -0.0012020086827807322 0.00022947035264223815 0.0041849563191472382 0.0099176573034908105 0.0061485184155203208 0.0057603282868512913 -0.0021025474486953541 0.0076421881755513524 0.0057768363170769242 0.0090310567181165289 -0.00047462761646047943 -0.0020443195741708308 0.0001540221418032334 0.00050009033032532397 -0.0011336892133667357 0.0061510212205047182 0.0025418941756922327 0.004803680679372823 0.0043022876908071347 -0.0034577032064613054 0.0042113259960061232 0.0036808956880122427 0.0022540081347469042 0.0054208491439931101 0.00028996071298279918
leaf_weight=22 192 74 26 27 32 39 20 27 21 37 20 23 31 105 38 21 22 21 29 21 43 167 60 20 39 1609 108 93 20 114
leaf_count=22 192 74 26 27 32 39 20 27 21 37 20 23 31 105 38 21 22 21 29 21 43 167 60 20 39 1609 108 93 20 114
internal_value=0 0.00377201 0.00384408 0.000849991 0.0038998 0.00151622 0.00393867 0.00517945 0.00577583 0.00517598 0.00367929 0.0015546 0.00384311 0.00401641 0.00701806 0.00396043 0.00386021 0.00403797 0.00409509 0.00290336 0.00314217 0.0028219 0.00232137 0.00166235 -0.000827198 0.00415905 0.00252101 0.00143172 0.0018414 0.00160745
internal_weight=0 2756 2682 49 2633 365 2601 186 166 145 80 43 2415 2039 65 2008 1903 1680 1659 376 355 329 286 226 59 1630 223 115 326 306
internal_count=3121 2756 2682 49 2633 365 2601 186 166 145 80 43 2415 2039 65 2008 1903 1680 1659 376 355 329 286 226 59 1630 223 115 326 306
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 4 14 4 47 2 52 1 150 0 2 132 14 133 15 1 1 12 159 2 47 0 43 0
split_gain=8.8115 1.37349 0.832633 0.720052 0.54681 0.389381 0.343732 0.305571 0.286192 0.276952 0.248666 0.187066 0.116412 0.186015 0.192937 0.111397 0.0914407 0.0902927 0.112243 0.104288 0.0898305 0.0884831 0.0874008 0.0826622 0.0761522 0.0808152 0.156433 0.0759743 0.0754786 0.0722441
threshold=0.104035 -0.40967499999999996 0.13436000000000001 -0.076779999999999987 0.088105000000000003 0.13404500000000005 -0.0060199999999999993 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.089885000000000007 -0.56176499999999996 0.088975000000000012 0.081835000000000019 0.18019500000000002 0.10497000000000002 0.089825000000000002 -1.0000000180025095e-35 0.089200000000000015 0.090455000000000021 0.091450000000000017 0.15799000000000005 0.095780000000000018 0.083335000000000006 0.11362000000000001 0.078345000000000012 -0.036484999999999997 -0.080324999999999994 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 17 7 -1 8 11 -6 22 21 -13 15 16 23 -15 18 -3 24 -10 -5 27 -14 25 26 -20 -4 -8 -7
right_child=1 2 10 5 9 29 28 -9 20 -11 -12 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054022905544615259 0.00055624775365533232 0.00037890927756533907 0.00013781140369996815 0.00058849961688571594 0.00049839046007106049 0.00047271458584122921 0.00035753277594081982 0.00033935849835395597 0.00073914507120920745 0.00030053534159235948 0.0003508628763224744 0.00064366476765735691 0.00056984244860548542 0.00042901472469755248 0.0002784550841897726 0.00040360680489125205 0.00060452349017870745 0.00015294373428047288 0.00029969452480693183 0.00016189742004694047 0.00061057800176357482 0.0005442978984844907 5.7674303079540486e-05 0.00052695321088812753 0.0002147904767944043 0.00025466453796480875 0.00048957464190568518 0.00023936790178470571 0.00021516598903021232 0.00032185302558460386
leaf_weight=40 76 45 97 1125 85 23 41 22 48 40 26 43 415 25 20 20 21 20 69 29 37 206 35 296 43 64 22 40 22 26
leaf_count=40 76 45 97 1125 85 23 41 22 48 40 26 43 415 25 20 20 21 20 69 29 37 206 35 296 43 64 22 40 22 26
internal_value=0 0.000307571 0.000276841 0.000558505 0.000326555 0.000565606 0.000398074 0.000569326 0.000571569 0.000435077 0.000172139 0.000567199 0.000544288 0.000538926 0.000439234 0.000547927 0.000509138 0.000280099 0.000289449 0.000271714 0.000683181 0.000581658 0.000145122 0.000551987 0.000287798 0.000308052 0.0003456 0.000167463 0.000307817 0.000392666
internal_weight=0 691 615 2430 417 2327 103 2278 2256 125 198 2171 840 797 66 731 46 292 272 227 85 1331 172 711 198 155 91 137 63 49
internal_count=3121 691 615 2430 417 2327 103 2278 2256 125 198 2171 840 797 66 731 46 292 272 227 85 1331 172 711 198 155 91 137 63 49
is_linear=0
shrinkage=0.00196078


Tree=6546
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 0 150 4 12 4 49 1 40 50 2 3 2 11 3 4 1 1 13
split_gain=15.0658 2.28302 1.21783 1.14844 0.943938 0.799163 0.641927 0.54507 0.494438 0.488688 0.400927 0.297462 0.315004 0.280936 0.243153 0.177552 0.205704 0.176058 0.173205 0.167195 0.166886 0.128717 0.12631 0.107456 0.106817 0.0993578 0.0987532 0.0980519 0.093805 0.0899399
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.089625000000000024 -0.10836499999999999 1.0000000180025095e-35 -0.15289999999999995 0.087830000000000005 -0.51253999999999988 -0.054984999999999992 0.12408500000000001 -0.077474999999999988 0.041865000000000006 -0.0091949999999999983 0.086245000000000016 0.31358000000000003 0.075910000000000019 -0.13309499999999996 -0.031404999999999995 0.12958500000000003 0.13075500000000004 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 19 11 27 -4 13 15 -13 25 -10 16 -1 -2 -16 -3 23 -14 -18 -6 -9 -7 -24 -8 29 -5
right_child=1 4 9 28 20 10 8 24 14 -11 -12 12 21 -15 18 -17 22 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009888067403260399 0.0005205137588445792 0.00032956300462618437 0.00071957735140671503 0.00048752523981749826 0.00017295244981497957 0.00078172223317358731 0.00066730378951547541 0.00082198734201636959 0.00059062151274844705 0.00042946426431068283 0.00049134952983574426 0.000537693789441022 0.00058190371688145778 0.0005089956445369474 0.00039919929144554791 0.00074949482781553613 0.00079342776005421236 0.00070791131103082 0.00025305344136360071 0.00016402359939135218 0.00030873967847347173 0.00074127240816622257 0.00078474909178460461 1.8076335054858788e-05 0.00097701073872411091 0.00069519697477579375 0.00060063104169577163 0.00049331398498193889 0.00028471768228032819 0.00032998968227874358
leaf_weight=20 23 45 34 38 61 61 33 25 20 65 41 37 21 29 121 670 770 119 42 49 26 270 21 24 54 312 24 20 24 22
leaf_count=20 23 45 34 38 61 61 33 25 20 65 41 37 21 29 121 670 770 119 42 49 26 270 21 24 54 312 24 20 24 22
internal_value=0 0.000409808 0.00074214 0.000570054 0.000327687 0.000751096 0.000380299 0.000768482 0.000434878 0.000529099 0.000676056 0.000761609 0.000708104 0.000694894 0.000386578 0.00077327 0.000792348 0.000677558 0.000361542 0.000243271 0.000171272 0.000729772 0.000787527 0.000129223 0.000927953 0.000709347 0.000686553 0.000601647 0.000388321 0.000429762
internal_weight=0 667 2454 226 441 2355 330 1912 236 99 443 1833 328 402 183 1505 835 142 163 94 111 291 815 85 79 373 45 53 84 60
internal_count=3121 667 2454 226 441 2355 330 1912 236 99 443 1833 328 402 183 1505 835 142 163 94 111 291 815 85 79 373 45 53 84 60
is_linear=0
shrinkage=0.00196078


Tree=6547
num_leaves=31
num_cat=0
split_feature=1 1 4 10 0 49 9 2 124 376 15 151 131 133 14 1 40 0 160 40 12 48 13 3 3 12 52 15 42 12
split_gain=0.218378 0.0578868 0.0410698 0.0320327 0.0281746 0.0462088 0.0260448 0.0261269 0.025847 0.0356543 0.0257282 0.0316204 0.0326161 0.0332881 0.0325575 0.0413613 0.0390319 0.0338785 0.03055 0.0328682 0.0254888 0.0547053 0.0253004 0.0395186 0.0878871 0.0324451 0.031503 0.0407309 0.033637 0.0358997
threshold=0.10337500000000001 0.13707500000000003 -0.0086549999999999978 -0.086389999999999981 0.024095000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13093500000000002 -0.076779999999999987 0.084985000000000019 1.0000000180025095e-35 1.0000000180025095e-35 0.095715000000000008 -0.080849999999999991 -0.47013499999999991 0.12000500000000001 -0.067184999999999981 -0.087414999999999979 -0.24143499999999998 -0.077474999999999988 -1.0000000180025095e-35 0.083685000000000009 0.038215000000000006 -0.13927999999999999 -0.10831999999999999 0.089300000000000004 0.4002400000000001 0.11069000000000001 0.088575000000000015 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 -1 5 -3 -7 -8 9 -5 11 12 13 -4 -15 18 -17 -18 -16 -20 21 -2 23 25 -25 -10 27 28 29 -24
right_child=1 4 10 8 -6 6 7 -9 22 -11 -12 -13 -14 14 15 16 17 -19 19 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00055444266181439163 -0.00121047389159988 -0.0021598172430270192 0.0052168121656264973 0.0017889268035479987 -0.0025183250983467419 0.0055877668783068657 0.004460949842662861 0.00063751859740088029 0.0056934917782794463 0.0065028984631810872 -0.00069023595494218173 0.0052365338265123532 0.0052317203544644704 0.0052618869003795447 0.0058334386430215091 0.003193113383604214 0.00066090960920389208 -0.0040683282736801744 -0.0019739406179550795 0.0024243051617202256 0.0049528117840884449 0.0049882332495014585 0.0011199935106560588 -0.0017498306309183438 0.0047551689562156038 0.010391519356164195 5.7155208750849679e-05 -0.00028425281867384912 0.007886723333969713 0.0045414602554095058
leaf_weight=20 24 29 27 68 21 20 24 70 49 21 25 41 33 21 20 20 28 33 21 89 137 35 36 21 1894 21 21 20 25 207
leaf_count=20 24 29 27 68 21 20 24 70 49 21 25 41 33 21 20 20 28 33 21 89 137 35 36 21 1894 21 21 20 25 207
internal_value=0 0.00255227 0.00304081 0.0045398 0.000901981 0.00140426 0.00231092 0.00161371 0.00457324 0.00290121 0.00240373 0.00263601 0.00227086 0.00189361 0.00150686 0.00113314 -0.000640581 -0.00189753 0.0022383 0.00158464 0.00420445 0.00246673 0.00463811 0.00476914 0.00468383 0.0071029 0.00379639 0.00406905 0.00439392 0.00403458
internal_weight=0 718 554 2403 164 143 114 94 2383 89 358 333 292 259 232 211 81 61 130 110 196 59 2294 1985 1915 70 309 288 268 243
internal_count=3121 718 554 2403 164 143 114 94 2383 89 358 333 292 259 232 211 81 61 130 110 196 59 2294 1985 1915 70 309 288 268 243
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 1 2 4 150 0 150 49 1 47 0 4 157 15 47 42 12 13 3 3 13 42 0
split_gain=12.7726 2.12675 0.938145 0.926133 0.658442 0.651674 0.463241 0.374166 0.33702 0.321658 0.214529 0.292339 0.245438 0.202686 0.168965 0.167148 0.148845 0.139883 0.152742 0.120431 0.114527 0.10919 0.105966 0.0990898 0.0987588 0.0978865 0.184232 0.134856 0.097531 0.0893206
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.12337000000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.00063500000000000004 0.09487000000000001 -0.11173999999999999 1.0000000180025095e-35 -0.054984999999999992 0.15799000000000005 0.10648500000000001 -0.080689999999999984 -0.55119499999999988 -0.082009999999999986 -0.008624999999999999 0.090280000000000013 -0.012324999999999997 0.095780000000000018 -0.087404999999999997 0.0068900000000000012 0.11658 -0.0072999999999999992 0.086665000000000006 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 16 10 15 -4 13 12 29 20 23 -2 -7 25 -14 -19 -20 -1 -16 -5 -6 -21 27 -27 -3 -24 -12
right_child=1 5 8 22 9 7 -8 -9 -10 -11 11 -13 17 -15 21 -17 -18 18 19 24 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00063992306439277869 0.00046314685013961403 0.00035262086866826394 0.00064112185527416944 0.00023355387370376025 0.00067570825419477961 0.00021139652718013235 0.00084330177401070207 0.00040612441391086712 0.00039888859349379758 0.00046060060328207423 0.00078707729922790153 0.00045025889834790836 0.0007177871730699039 0.00046341152240832645 0.0007078731751184031 5.8904482882892665e-05 0.00050226596056246291 0.00083459789617795364 0.00052585087257440012 0.0005520154200399014 0.00044960766441791373 0.00058996862213892833 0.00046674037555686566 0.00061107442061068861 0.00068360706731447043 0.00052631408137892807 0.00033419836678954417 0.0001869928937191624 0.00031297517180986869 0.00065062435213952602
leaf_weight=31 23 63 34 20 178 170 79 35 63 48 20 28 960 26 58 33 28 23 21 23 20 63 35 187 470 28 61 27 29 237
leaf_count=31 23 63 34 20 178 170 79 35 63 48 20 28 960 26 58 33 28 23 21 23 20 63 35 187 470 28 61 27 29 237
internal_value=0 0.000367766 0.000672768 0.000521756 0.000680565 0.000288867 0.000696288 0.000218889 0.000483795 0.000612083 0.000689952 0.000640515 0.000699054 0.00063068 0.000617202 0.000186607 0.000369325 0.000703611 0.000678269 0.000671273 0.00056529 0.000646485 0.000358134 0.000642594 0.000677468 0.00034853 0.000394639 0.000302932 0.000397066 0.000661243
internal_weight=0 673 2448 228 2351 445 1912 238 97 439 1833 285 1548 391 144 203 207 1497 537 514 51 121 84 365 493 179 89 90 64 257
internal_count=3121 673 2448 228 2351 445 1912 238 97 439 1833 285 1548 391 144 203 207 1497 537 514 51 121 84 365 493 179 89 90 64 257
is_linear=0
shrinkage=0.00196078


Tree=6549
num_leaves=31
num_cat=0
split_feature=1 11 4 3 2 10 9 14 16 4 16 160 42 47 1 4 1 2 1213 1212 3 480 52 16 16 16 43 52 1 4
split_gain=0.225904 0.0571962 0.0490078 0.0540643 0.0440672 0.0650071 0.0458282 0.0411606 0.0670646 0.0427747 0.0412004 0.036689 0.0336 0.0519115 0.0687002 0.0328416 0.0285611 0.0283893 0.033507 0.0323324 0.0361922 0.0305543 0.0291677 0.0489571 0.0906061 0.045522 0.0360384 0.0397438 0.062431 0.0663623
threshold=0.10337500000000001 -1.0000000180025095e-35 -0.050494999999999991 0.149315 1.0000000180025095e-35 0.069930000000000006 -1.0000000180025095e-35 -0.22253999999999999 -0.105305 0.51303500000000013 -0.0024749999999999993 0.087570000000000023 0.090545000000000014 0.11170500000000001 0.11103500000000001 0.40124500000000002 0.13869000000000004 0.093320000000000014 0.39818500000000007 0.11387000000000001 -0.079864999999999978 0.11747 -0.45478499999999994 -0.010264999999999998 0.0039400000000000008 0.061255000000000011 -0.11008499999999999 0.10347000000000002 0.094465000000000007 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 -3 5 6 -4 8 -6 -10 11 16 13 14 -8 17 -9 18 19 -1 -21 22 -19 26 -25 -26 -24 28 29 -28
right_child=1 2 4 -5 7 -7 12 10 9 -11 -12 -13 -14 -15 -16 -17 -18 21 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0048906098949997945 -0.002680590807576664 0.0055512809790961917 0.0006280468666643303 7.577954198826443e-05 0.008509455667808653 0.00035220101313173491 0.0042029964550498074 0.0017095327855453696 0.0040946817081986059 -0.0016786160967534498 -0.0021883338234414732 0.0052407753459798798 0.0032021058250999582 0.0026833795485020216 0.010891922955017758 0.00076765640458854086 -0.0011525004043175036 0.0055006417888426437 0.0083062990506212898 -0.00059366460241701291 0.0052228508377447731 0.0079780062241479755 0.0072977815548074436 -0.0036613035570120531 0.0058970817773393832 0.0024185466485954592 0.0078569538304643517 0.0027616069532115043 -0.0002365344495046884 0.0038538986796853494
leaf_weight=1591 20 100 28 22 21 53 28 168 33 21 34 24 60 28 34 22 44 111 28 23 20 20 40 21 49 162 76 129 20 91
leaf_count=1591 20 100 28 22 21 53 28 168 33 21 34 24 60 28 34 22 44 111 28 23 20 20 40 21 49 162 76 129 20 91
internal_value=0 0.00259212 0.0027432 0.0045639 0.00235757 0.0034265 0.00434189 0.00164185 0.0037143 0.00184951 0.00106617 0.00153504 0.00503514 0.00625715 0.00787112 0.00461361 0.00111553 0.00464914 0.00487626 0.00481748 0.00211169 0.00412415 0.00401389 0.00373322 0.00260291 0.00322636 0.00446983 0.00411187 0.00504333 0.00567565
internal_weight=0 718 698 122 576 231 178 345 75 54 270 236 150 90 62 2403 212 2381 1662 1634 43 719 699 588 232 211 356 316 187 167
internal_count=3121 718 698 122 576 231 178 345 75 54 270 236 150 90 62 2403 212 2381 1662 1634 43 719 699 588 232 211 356 316 187 167
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=31
num_cat=0
split_feature=1 4 2 10 9 41 0 45 484 51 1 3 12 1 3 3 16 40 1 12 14 1 13 1 50 1 16 3 13 52
split_gain=0.183303 0.0565535 0.0440056 0.0584595 0.0491419 0.0344558 0.0395539 0.0416524 0.0277196 0.0269491 0.0281434 0.0255723 0.0254269 0.0305286 0.0246699 0.0301949 0.056298 0.0254886 0.0287339 0.0242495 0.0326771 0.028516 0.0329958 0.0278398 0.0414142 0.0855554 0.0458346 0.0682834 0.0467259 0.0365228
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.058500000000000003 -1.0000000180025095e-35 0.082735000000000017 -0.0058249999999999994 0.10526500000000001 -0.076559999999999975 -0.047599999999999996 0.10658000000000002 0.0022600000000000003 0.092465000000000006 0.11103500000000001 0.099930000000000005 0.149315 -0.50690499999999983 -0.064864999999999992 0.12656000000000003 0.11734000000000001 0.062655000000000016 0.082005000000000008 0.0015850000000000003 0.080270000000000022 0.083090000000000011 0.084525000000000003 0.066275000000000014 -0.095524999999999985 -0.090799999999999978 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 9 3 4 -3 6 7 8 -4 10 -2 -5 13 -6 17 16 -16 -10 -19 20 23 22 -22 29 25 -25 27 -27 -29 -1
right_child=1 2 5 11 12 -7 -8 -9 14 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.004635684050555422 0.0055703110903358236 0.00078888237587220605 -0.002354419396724552 0.002075344322781478 0.003851262601609859 0.0046192579702619696 -0.0019518504397840137 0.005846992068524872 0.0017422641186775373 0.0071798193113863824 0.00058070955099537975 -0.0021121738534420728 0.0037452254336977639 0.0084507013975282114 0.0014867579639509419 0.0011907584910817526 0.0073962151688257496 0.00060751169350826083 -0.0037374030444366131 0.0024397439532316267 0.0066647291368366604 0.0085740510644691618 0.0015458901342935861 -0.0029948158068177494 0.0045618892062552511 -0.0015941281757091707 0.0053677230790859405 -0.0011078172109343788 0.0037406139896032 0.0034535239508841188
leaf_weight=1228 26 42 20 35 27 32 36 21 84 32 20 25 116 31 38 92 28 45 23 78 34 31 20 23 259 33 82 22 206 332
leaf_count=1228 26 42 20 35 27 32 36 21 84 32 20 25 116 31 38 92 28 45 23 78 34 31 20 23 259 33 82 22 206 332
internal_value=0 0.00239803 0.00211149 0.00309191 0.00385896 0.00146567 0.00120491 0.00152868 0.00125388 0.00495124 0.00340092 0.000330545 0.00460001 0.00630958 0.00148667 0.00236165 0.0039938 0.000577158 -0.000862092 0.00417342 0.00423299 0.00615664 0.00476886 0.00415816 0.00359422 0.00290946 0.00330537 0.00265743 0.00327278 0.0043841
internal_weight=0 773 695 276 216 419 387 351 330 78 46 60 174 58 310 158 66 152 68 2348 2270 85 54 2185 625 366 343 261 228 1560
internal_count=3121 773 695 276 216 419 387 351 330 78 46 60 174 58 310 158 66 152 68 2348 2270 85 54 2185 625 366 343 261 228 1560
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 48 155 0 48 1447 474 475 51 0 1211 1212 1212 401 42 4 3 15 1208 1209 402 403 403 132 42 130
split_gain=0.149727 0.0580512 0.0432444 0.043157 0.0377715 0.0376086 0.0314561 0.0307452 0.0380311 0.0611096 0.0354652 0.0692857 0.0350115 0.0340631 0.032174 0.0385342 0.0819595 0.0336689 0.0381092 0.0396109 0.0322248 0.0347929 0.0294778 0.0569624 0.0287262 0.0285377 0.0306951 0.0328158 0.0381758 0.0309529
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 -0.39840999999999999 -0.089099999999999999 0.12016500000000001 -0.074479999999999977 0.091150000000000023 -0.074869999999999978 0.088335000000000011 -0.048844999999999993 -0.043349999999999993 -0.057069999999999989 -0.43000499999999992 -0.040879999999999993 -0.087464999999999987 0.10997500000000002 0.085225000000000009 -0.081609999999999988 0.092670000000000016 -0.085834999999999981 0.099975000000000008 -0.064814999999999984 0.0043800000000000011 0.23383500000000004 0.085340000000000013 -0.14169499999999999 -0.050249999999999996 0.11774500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 -4 -3 7 14 9 -9 11 -11 -12 -10 -1 16 17 18 19 -16 25 -22 23 -13 -25 26 27 28 -17 -29
right_child=1 2 3 -5 -6 -7 -8 8 13 10 12 22 -14 -15 15 20 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00022837697655301204 0.0042826973945265029 0.0065784677152259975 0.0052566733630374082 -0.0028948063093740795 0.00051140120317890814 0.0021686977709010013 -0.00015270771458745006 0.0088390670530498032 0.0033311338108032943 -0.0027123229932926951 0.0086854902339506563 -0.0020118245091659695 0.0029044811963103712 -0.0017058445253120417 0.0021711110192838882 0.0094570056363211391 0.011128638170497574 0.0072304148750845345 0.00099418095978243029 0.0080623498652130365 0.004148083357583909 -0.0015425246865065261 0.0059546810162386726 0.0029107596805822834 0.006043493778402494 0.00079013239419846622 0.0057451055773223439 0.0039129078038152411 0.0039586091547140056 -5.0595797365531335e-05
leaf_weight=22 122 20 20 31 104 586 20 20 25 21 22 22 20 29 21 23 23 34 35 25 21 22 35 259 33 27 102 1329 28 20
leaf_count=22 122 20 20 31 104 586 20 20 25 21 22 22 20 29 21 23 23 34 35 25 21 22 35 259 33 27 102 1329 28 20
internal_value=0 0.00225764 0.00193299 0.000442453 0.00127677 0.00231423 0.00379539 0.00383099 0.00312814 0.0034409 0.00317885 0.00286626 0.00593263 0.00062609 0.00402822 0.0040771 0.00567928 0.00458941 0.00348084 0.00537287 0.00393645 0.00123661 0.00320194 0.0028951 0.0032648 0.00401238 0.0040703 0.00394828 0.00643828 0.00385415
internal_weight=0 883 761 155 124 606 2238 2218 486 432 412 370 42 54 1732 1710 138 115 81 46 1572 43 349 314 292 1529 1502 1400 51 1349
internal_count=3121 883 761 155 124 606 2238 2218 486 432 412 370 42 54 1732 1710 138 115 81 46 1572 43 349 314 292 1529 1502 1400 51 1349
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=31
num_cat=0
split_feature=1 52 1 123 4 12 2 14 47 4 1 2 2 4 52 1 12 3 47 1 2 52 131 15 1 151 160 49 4 0
split_gain=33.7855 5.68773 3.33954 2.68858 1.80532 1.79443 1.44022 1.33965 1.04395 0.896546 0.885984 0.791163 0.662096 0.673694 0.313528 0.305903 0.335494 0.285097 0.273851 0.2666 0.529867 0.252335 0.236892 0.264822 0.275226 0.221856 0.209754 0.204365 0.199536 0.230179
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.40124500000000002 0.088105000000000003 0.14122000000000004 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.089885000000000007 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.085345000000000018 0.082480000000000012 -0.017889999999999996 0.090100000000000013 0.088975000000000012 0.097845000000000015 -0.16675999999999999 0.082750000000000004 -0.40580499999999992 0.14173500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053364999999999996 0.038415000000000012 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 18 7 11 12 -7 -5 15 13 -4 -13 -1 25 -15 -3 28 -21 -9 23 -14 -25 -17 -19 -12 29 -16
right_child=1 2 8 10 -6 9 -8 21 -10 -11 27 14 22 17 19 16 -18 26 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011914061279229722 0.0011409541231712842 0.00057167364078717091 0.00066522930310023017 0.0010593365164604702 0.00061325683196385703 0.001035889534619723 0.00077874873783074171 0.0011984666604913916 0.0007268560789267704 0.00064058602677986897 0.000769722937781368 0.0012532555966075988 0.00031586402928044478 0.0005121295024384647 0.0011231746905597897 0.00083932071167198725 0.0011509157543347255 0.00045975910791871597 0.00076774378562820896 0.00072552094423392337 0.0010900187399000157 0.0014503251292586866 0.00042746416037427442 0.00023550642693998054 -7.4968903293323567e-05 0.0010795826950234263 0.00022147431904051294 0.00054566239934361735 0.0010432262973828447 0.00090886767588409722
leaf_weight=881 74 190 39 34 25 71 41 20 34 32 34 45 35 33 527 22 389 20 32 23 46 65 20 23 21 45 49 29 202 20
leaf_count=881 74 190 39 34 25 71 41 20 34 32 34 45 35 33 527 22 389 20 32 23 46 65 20 23 21 45 49 29 202 20
internal_value=0 0.000628105 0.000564748 0.00112416 0.00113736 0.000699178 0.00114299 0.00114953 0.000405298 0.000913077 0.00080425 0.00114019 0.000359744 0.00044604 0.00109391 0.00117007 0.00112884 0.000362232 0.000599936 0.00108515 0.000968519 0.00139106 0.000236837 0.000188576 8.7325e-05 0.00100069 0.000290542 0.000666584 0.00109589 0.00111534
internal_weight=0 673 599 2448 2351 325 2326 2285 274 103 97 2200 240 141 863 1337 456 102 222 818 69 85 99 79 44 67 69 63 749 547
internal_count=3121 673 599 2448 2351 325 2326 2285 274 103 97 2200 240 141 863 1337 456 102 222 818 69 85 99 79 44 67 69 63 749 547
is_linear=0
shrinkage=0.00196078


Tree=6553
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 3 4 1 4 2 40 1 0 12 150 4 16 47 2 2 3 132 475 1 0 0 3 2 47
split_gain=23.3873 3.70569 2.22987 1.77553 1.19632 1.05646 0.871789 0.853984 0.75697 0.724231 0.503695 0.390529 0.317903 0.344205 0.299625 0.292973 0.216178 0.213042 0.18832 0.183809 0.177527 0.174662 0.127446 0.125416 0.124392 0.122964 0.122347 0.174707 0.118811 0.118439
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.062655000000000016 0.30112000000000005 0.36766000000000004 0.092845000000000025 0.40473500000000007 0.13501500000000002 -0.0061149999999999998 0.089770000000000016 -0.10607499999999999 -0.42850999999999995 1.0000000180025095e-35 -0.55119499999999988 0.10246000000000001 0.10350500000000001 0.088850000000000012 -0.0091949999999999983 -0.13309499999999996 0.08696000000000001 -0.07675499999999999 0.14627000000000004 -0.026509999999999995 -0.070154999999999981 0.084940000000000015 0.12358500000000001 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 5 12 7 11 -5 18 15 -3 16 -14 -8 23 -1 22 -4 26 -15 -9 29 -6 -16 -12 27 -18 -13 -2
right_child=1 6 9 8 10 -7 14 21 -10 -11 25 28 13 20 24 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010771804925804682 0.00041721784165838172 0.00032773803907379606 0.00087801906826027337 0.00081056382785446124 0.00089827600289650459 0.001103895174033827 0.00025808893437115978 0.00039133181421122711 0.00045396620893905707 0.0004823108035934103 0.0006867060162219985 0.00069063155557595041 0.00064368376647889645 0.00066208723165533121 9.4674472417238218e-05 0.00059054890987470313 0.0009062687585958244 0.00063386967405676842 0.00072228638816915626 0.00085262732676284877 0.00085371672720536897 0.00018833694222537592 0.0002876064772458954 0.00079166272860394871 -9.4268015645840918e-05 0.00048752838617884643 0.00077467104870509475 0.00073319033315470347 0.00050465955786375689 0.00055005565276257525
leaf_weight=22 154 36 72 37 49 79 34 20 60 32 22 25 39 20 37 26 893 20 51 543 263 88 24 316 21 26 30 23 28 31
leaf_count=22 154 36 72 37 49 79 34 20 60 32 22 25 39 20 37 26 893 20 51 543 263 88 24 316 21 26 30 23 28 31
internal_value=0 0.000437243 0.000563467 0.000849961 0.000860687 0.000881881 0.000269528 0.000343122 0.000589988 0.000745083 0.000768379 0.000485335 0.000872313 0.000816375 0.000111939 0.00079165 0.000884233 0.000440538 0.000813447 0.000881382 0.000840174 0.000225929 0.000422037 0.000805975 2.62643e-05 0.000578818 0.000897887 0.000901923 0.000592382 0.000439477
internal_weight=0 673 384 2448 2351 1912 289 197 97 155 439 89 1833 322 92 391 1511 229 123 1489 283 108 209 365 58 48 946 916 53 185
internal_count=3121 673 384 2448 2351 1912 289 197 97 155 439 89 1833 322 92 391 1511 229 123 1489 283 108 209 365 58 48 946 916 53 185
is_linear=0
shrinkage=0.00196078


Tree=6554
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 42 2 14 2 0 1 150 4 2 39 0 4 0 3 43 4 15 50 2 15 151 2 4
split_gain=12.8754 2.26131 1.11013 0.856122 0.732534 0.590034 0.443121 0.418833 0.417679 0.393603 0.281645 0.263318 0.338411 0.206152 0.19528 0.193665 0.16083 0.156366 0.151817 0.156519 0.133994 0.176044 0.124132 0.123414 0.122138 0.115328 0.106622 0.10067 0.097254 0.0972217
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 -0.0060199999999999993 0.10613000000000002 0.062655000000000016 0.13501500000000002 -0.10607499999999999 0.085345000000000018 1.0000000180025095e-35 0.0067750000000000006 0.11704500000000001 0.095830000000000012 -0.15202999999999997 -0.55119499999999988 -0.080689999999999984 0.149315 -0.078654999999999989 0.024790000000000003 -0.03241999999999999 0.041865000000000006 0.08622500000000001 -0.41942499999999994 -1.0000000180025095e-35 0.11411 0.061775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 6 9 -3 -1 29 11 13 12 17 -7 18 -2 20 -4 -13 -20 21 -10 -23 -19 26 -14 -6 -28 -5 -8
right_child=1 4 5 28 24 10 8 -9 16 -11 -12 14 25 -15 -16 -17 -18 23 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00063115230816252095 0.00064373695299531233 0.00021192615624826121 0.00082743029917597467 0.00045528695425566505 0.00018802800513627641 0.00064569490234896577 0.00061792344845774223 0.00037614156287318012 0.00025556002057441809 0.00083229242427251349 0.00047513003129317285 0.00086700617432260369 0.00061331026109994629 0.00047962581345624162 0.00061160366311536541 0.00043581006763155993 0.00020401299433759064 0.00071093762140923031 0.00071307850294095637 0.00067096635814737498 0.00026895836397063062 0.00056992345507822788 0.00039295104307159051 0.00052496638349102591 0.00025824957986926789 0.00043307870670697938 0.00013202288671132714 -5.1606776100717289e-05 0.0003160464266090557 0.00044967019382645103
leaf_weight=40 124 96 23 30 29 394 23 65 28 77 48 21 21 31 99 20 34 34 1026 507 51 20 64 23 23 39 22 24 54 31
leaf_count=40 124 96 23 30 29 394 23 65 28 77 48 21 21 31 99 20 34 34 1026 507 51 20 64 23 23 39 22 24 54 31
internal_value=0 0.000364304 0.000670532 0.000523091 0.000282948 0.000679371 0.000325226 0.000473289 0.000368559 0.00069502 0.000617502 0.000689125 0.000607476 0.000633582 0.00069604 0.000614858 0.000326682 0.000690963 0.000701419 0.000699151 0.000352269 0.000390206 0.000435087 0.000635897 0.00013325 0.00049616 9.49167e-05 3.62161e-05 0.000365775 0.000521334
internal_weight=0 673 2448 228 445 2343 347 105 251 1870 473 1793 140 425 1653 144 197 80 1554 1533 163 112 84 57 98 60 75 46 84 54
internal_count=3121 673 2448 228 445 2343 347 105 251 1870 473 1793 140 425 1653 144 197 80 1554 1533 163 112 84 57 98 60 75 46 84 54
is_linear=0
shrinkage=0.00196078


Tree=6555
num_leaves=31
num_cat=0
split_feature=1 3 2 4 124 401 42 484 13 2 3 3 133 52 16 43 4 42 3 15 3 1209 0 455 1375 151 160 484 0 484
split_gain=0.327452 0.0825302 0.0618156 0.037897 0.0367328 0.0323628 0.0317495 0.0321044 0.0306091 0.0493047 0.0440715 0.0612944 0.0298434 0.0469517 0.0608517 0.0568349 0.134846 0.0298274 0.0384792 0.0413767 0.128056 0.0291382 0.0437978 0.0298953 0.0396315 0.0290122 0.0303279 0.0508637 0.0451264 0.0670211
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 0.42642000000000008 -0.076779999999999987 0.085900000000000018 0.11603500000000001 0.093095000000000025 0.038215000000000006 0.11362000000000001 -0.14477499999999996 -0.10831999999999999 1.0000000180025095e-35 -0.088204999999999992 -0.095094999999999985 -0.13868499999999997 -0.068329999999999988 0.11457500000000002 -0.077644999999999978 0.090750000000000011 -0.079724999999999976 0.083050000000000013 -0.086409999999999987 1.0000000180025095e-35 -0.16449999999999998 -0.46784999999999993 -0.089549999999999991 -0.081614999999999979 -0.087634999999999977 0.056480000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 -1 6 7 -3 10 12 -6 -12 13 -10 -15 -16 -17 21 19 -19 -21 23 -23 24 -13 -26 27 -27 29 -28
right_child=1 2 -4 -5 8 -7 -8 -9 9 -11 11 17 -14 14 15 16 -18 18 -20 20 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0035885445007200669 0.0051270153380898464 0.0026609468414803055 -0.0027909312478226166 0.0022104590295368739 0.0082697156080967314 -0.0010402421612525359 -0.00095773273549804635 0.0058361901608960966 0.0067221921763748159 0.0012357401771304149 0.0012310585773159419 0.0021139701276326611 0.0065807845138053421 0.006416332409376415 -0.002059526582834897 0.0084048565344086706 -0.001499785663973954 0.0091629625951799628 0.0027186999926726296 -0.001514555157406167 0.0092861571865480233 0.011475988507958218 0.0064524559682467954 0.0086954169918140971 0.0090372784833352149 0.010881601389497519 0.0048948576311992299 0.0061753103011993674 0.0058661120044149013 -0.00066505549475550654
leaf_weight=96 204 353 23 57 66 24 22 35 58 37 31 31 93 41 27 28 27 26 73 21 23 21 100 33 26 25 378 282 837 23
leaf_count=96 204 353 23 57 66 24 22 35 58 37 31 31 93 41 27 28 27 26 73 21 23 21 100 33 26 25 378 282 837 23
internal_value=0 0.00307139 0.00226117 0.00449007 0.00550517 0.00252891 0.00273783 0.00294737 0.00558493 0.00466214 0.00572871 0.00564182 0.00512483 0.00437675 0.00327077 0.00169798 0.00354258 0.00571382 0.00432502 0.00600019 0.00413127 0.00582692 0.00732431 0.0057161 0.00565473 0.0057246 0.00566885 0.00655856 0.00544822 0.00457596
internal_weight=0 718 457 261 2403 434 410 388 2307 311 1996 1930 274 181 123 82 55 1899 143 70 44 1756 121 1635 1602 1571 1545 307 1238 401
internal_count=3121 718 457 261 2403 434 410 388 2307 311 1996 1930 274 181 123 82 55 1899 143 70 44 1756 121 1635 1602 1571 1545 307 1238 401
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 4 2 2 14 4 47 2 2 4 12 1 49 52 1 124 1 40 51 3 50 12 42 3
split_gain=23.6768 2.85013 2.33192 1.50597 1.4989 1.14378 0.794329 0.773297 0.723551 0.619238 0.519778 0.467144 0.446566 0.422846 0.383165 0.339911 0.277187 0.274408 0.273319 0.246842 0.291917 0.256502 0.220421 0.173983 0.169809 0.167147 0.164409 0.158165 0.156398 0.133079
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 -0.17966999999999997 0.053180000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.076175000000000007 -0.062539999999999984 0.077555000000000013 0.092365000000000017 0.11389000000000002 0.27834500000000006 0.13597000000000004 0.16175000000000003 -0.012034999999999999 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.13436000000000001 -0.077714999999999992 -0.096089999999999981 0.092670000000000016 0.041865000000000006 0.095780000000000018 0.088295000000000012 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 8 -6 10 23 -10 13 -11 14 28 24 27 29 26 -2 20 21 -8 -13 -3 -1 -26 -7 -9 -4 -15
right_child=1 5 7 -5 6 17 19 15 9 11 -12 22 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0009975023257235685 0.00060386835834851452 0.00038492367638755037 0.00096881693410687632 0.00045114524915930876 0.00094478021608013403 0.00020049689636814379 0.0005197511386929774 0.00088851094489744004 0.00077471631143440393 0.00073499790245856668 0.0011216613235043699 0.0004535338945550688 0.0010794737400794897 0.00097875762435434667 0.00058190346744559779 0.00058728136734412608 0.00069779382408166135 3.5514855708659084e-06 0.00085677783221692371 0.00077475525537237387 0.00047048712364394693 0.00076850230409199812 0.00024154263128544769 0.0002121176560144199 0.00087195731580385087 0.00070357921158931418 0.00038760278709963256 0.00077950589780843849 0.00092191695042710903 0.0008844394137418897
leaf_weight=32 20 42 955 74 28 65 30 139 28 21 61 132 35 68 20 21 28 21 92 23 73 34 22 48 119 28 25 81 383 373
leaf_count=32 20 42 955 74 28 65 30 139 28 21 61 132 35 68 20 21 28 21 92 23 73 34 22 48 119 28 25 81 383 373
internal_value=0 0.000467353 0.000903534 0.000668203 0.000770482 0.000374883 0.000640108 0.000930157 0.000439099 0.000503977 0.000943643 0.000460659 0.000875226 0.000937634 0.000839303 0.000825626 0.000886972 0.000205378 0.000811615 0.000586791 0.000555235 0.0006519 0.000423249 0.00029276 0.000868063 0.000839885 0.000252471 0.000848377 0.000955392 0.000898983
internal_weight=0 590 2531 186 422 404 188 2109 293 203 1868 175 234 1807 199 241 469 111 112 160 137 64 154 90 179 147 90 220 1338 441
internal_count=3121 590 2531 186 422 404 188 2109 293 203 1868 175 234 1807 199 241 469 111 112 160 137 64 154 90 179 147 90 220 1338 441
is_linear=0
shrinkage=0.00196078


Tree=6557
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 2 4 34 4 1 0 475 1 150 131 2 457 52 0 13 13 156 16 16
split_gain=26.668 4.49372 2.60322 2.1933 1.44391 1.22694 0.873248 0.759247 0.737041 0.713313 0.635806 0.47749 0.397185 0.389614 0.316121 0.2877 0.402075 0.24028 0.214467 0.211307 0.206128 0.216978 0.197189 0.229093 0.185817 0.185203 0.17132 0.15548 0.154746 0.353786
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.40473500000000007 0.14285500000000004 0.04735000000000001 -1.0000000180025095e-35 0.27834500000000006 0.085345000000000018 -0.098289999999999975 -0.08230999999999998 0.083345000000000016 0.083095000000000016 0.082750000000000004 0.31358000000000003 0.083570000000000019 -0.083374999999999991 0.18019500000000002 0.049530000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.0057500000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 7 11 15 -5 12 -6 13 17 -4 -15 28 19 -7 -14 -17 21 -13 24 -24 27 -18 -16 -19 -1 -30
right_child=1 2 6 8 10 9 -8 -9 -10 -11 -12 20 18 14 26 16 25 22 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010030876529287793 0.00094768513912879028 0.00047055767016186039 0.00018088878840532698 0.00087370927764624873 0.00084701680124722018 0.0010288771141588298 0.00058176658520002207 0.0012007326680031594 0.00051343503283299036 0.00057108001348030158 0.00051974306780616934 0.00016858529902427606 0.0008502590601604256 0.00056112612769984658 0.00025154459477065501 0.00086883449972088367 0.00096889241877467982 0.00091372878503865424 0.00065430367055038612 0.0006148369405783858 0.00033159315695657451 -6.7740041721502648e-05 0.00092296271848411448 0.00062973625273169841 0.00073513117198850599 0.00082990408771270951 0.00046760728539260721 0.0010068317571814082 0.00072438439553066932 0.00099442893472088999
leaf_weight=789 76 231 45 34 74 75 37 59 61 26 33 59 204 32 43 34 365 464 24 20 20 20 21 20 20 41 21 81 26 66
leaf_count=789 76 231 45 34 74 75 37 59 61 26 33 59 204 32 43 34 365 464 24 20 20 20 21 20 20 41 21 81 26 66
internal_value=0 0.00049788 0.000442294 0.000934425 0.00055778 0.000946307 0.000301376 0.000983039 0.000642375 0.000891308 0.000746082 0.000258149 0.000900468 0.000331434 0.000402002 0.000973461 0.000933715 0.000924183 0.000829632 0.000774761 0.000153774 0.000108756 0.000911226 0.000779925 0.000920754 0.000954857 0.00032244 0.000927566 0.000994214 0.000918112
internal_weight=0 691 615 2430 338 2335 277 1400 95 935 107 240 909 141 96 1341 460 681 228 54 99 79 606 41 565 406 64 545 881 92
internal_count=3121 691 615 2430 338 2335 277 1400 95 935 107 240 909 141 96 1341 460 681 228 54 99 79 606 41 565 406 64 545 881 92
is_linear=0
shrinkage=0.00196078


Tree=6558
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 2 45 158 483 159 481 1203 401 401 42 403 11 51 484 52 49 475 475 484 13 402 1446 16 1209 42
split_gain=0.447925 0.104169 0.0662106 0.0475402 0.0448247 0.0424077 0.0331326 0.0307907 0.0389982 0.0351065 0.037252 0.032854 0.031177 0.0555995 0.0553988 0.0663736 0.0363074 0.0422634 0.0684495 0.0694422 0.0350309 0.0405944 0.0946487 0.0738514 0.0401947 0.0324317 0.0425093 0.0671276 0.0351938 0.0307401
threshold=0.10337500000000001 -0.049509999999999992 0.16540500000000002 0.40124500000000002 0.42642000000000008 0.092120000000000021 0.10526500000000001 0.08673500000000002 0.0015150000000000003 0.11109000000000001 -0.13925499999999996 -1.0000000180025095e-35 0.089695000000000011 0.093690000000000009 -0.088669999999999985 -0.012799999999999999 0.080705000000000013 0.078435000000000019 1.0000000180025095e-35 0.077655000000000016 0.11560500000000001 -0.085774999999999976 -0.085144999999999985 0.085435000000000025 -0.065824999999999981 0.11174500000000002 0.083715000000000026 -0.015314999999999997 0.082105000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 -2 7 29 9 -9 10 -1 -12 16 -14 -15 -16 17 20 19 -19 21 23 -23 24 -13 26 28 -28 -24 -3
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 11 12 13 14 15 -17 -18 18 -20 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010754690260033716 0.0058513088276110166 0.0057687790328336342 -0.002349059119820595 0.0017840034688230266 0.0026793592091723297 0.0058612695292275538 0.0067246889790774081 0.0088212271323769419 0.0044230043616456296 0.0025529539656071439 0.010532533807591313 0.004226739334740809 0.012433554011437557 0.0025279242397201335 0.012792223444937365 0.0067051602992441867 0.010230675665661694 0.005223549003130757 0.0098203945566307429 -0.00015550917014479638 0.003032304512869035 0.013433510765788102 0.0063240143842269551 -0.00082571499748155478 0.009846488777548075 0.0032294388325815951 0.0067405571179414122 0.013715881287035617 0.0083057446688340579 0.0024935335187233143
leaf_weight=22 204 31 25 22 57 801 22 126 24 21 21 35 23 22 23 81 24 88 22 33 28 21 738 20 20 27 37 22 102 379
leaf_count=22 204 31 25 22 57 801 22 126 24 21 21 35 23 22 23 81 24 88 22 33 28 21 738 20 20 27 37 22 102 379
internal_value=0 0.00356475 0.00265448 0.00641124 0.00515858 0.006454 0.00294404 0.00675449 0.00811751 0.00661151 0.006672 0.00660724 0.0065469 0.00791225 0.00708693 0.00805134 0.00637974 0.00630227 0.00468943 0.00375653 0.00652192 0.00661752 0.00679489 0.00437802 0.00627028 0.00664433 0.00674689 0.00934153 0.00656465 0.00274117
internal_weight=0 718 457 2403 261 2381 432 1580 150 1430 1409 1387 1366 149 126 104 1217 1193 143 121 1050 1022 947 75 55 926 899 59 840 410
internal_count=3121 718 457 2403 261 2381 432 1580 150 1430 1409 1387 1366 149 126 104 1217 1193 143 121 1050 1022 947 75 55 926 899 59 840 410
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 1 2 4 2 1 2 1 2 150 159 16 4 2 150 3 50 40 3 4 0 12 160 15
split_gain=18.9526 3.09019 1.82665 1.33609 0.956168 0.821167 0.702062 0.684163 0.662621 0.626997 0.509597 0.317512 0.315374 0.278037 0.234122 0.232516 0.300702 0.271758 0.188483 0.17854 0.170995 0.149749 0.138911 0.13781 0.137026 0.132034 0.122964 0.11813 0.105074 0.10016
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.27287000000000006 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.14285500000000004 0.089770000000000016 0.090425000000000019 0.16175000000000003 -0.0091949999999999983 1.0000000180025095e-35 0.08154500000000002 -0.0013749999999999997 -0.55119499999999988 0.088850000000000012 1.0000000180025095e-35 -0.12018999999999998 0.08461500000000001 -0.0061149999999999998 0.090900000000000009 0.057560000000000007 -0.076579999999999995 0.095175000000000023 -0.067824999999999983 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 8 11 -5 23 -4 20 18 14 21 -13 16 17 -2 -1 24 25 -7 -10 -3 26 27 -20 -6 -23 -25
right_child=1 5 9 7 10 13 -8 -9 22 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 28 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0010126329015495519 0.00049822712117640318 0.00040113400059806954 0.0007661227540579188 0.00079532707391485077 0.00082667629940328898 0.00038272600639246258 0.0010094096818021167 0.00044821702570743363 0.00010254642645597671 0.0004632444086081204 0.00051213365250448296 0.00058528054018620564 0.00057641815283417629 1.4002190208902546e-06 0.00080033132168513105 0.00036457013781151441 0.0003704279241170369 0.00075959890350407245 0.00085391102388199713 0.0008014666533408167 0.00058328499771394184 0.00029208953478321412 0.00032833216305566475 0.00065965752997256401 0.00070839642601854664 0.00069143264662348215 0.00071448679414449947 0.00074450062242697513 0.00016623352665740113 0.00047910428222487953
leaf_weight=22 65 25 129 34 115 20 79 61 22 33 39 21 31 25 266 103 52 20 894 543 23 35 20 27 27 88 25 162 94 21
leaf_count=22 65 25 129 34 115 20 79 61 22 33 39 21 31 25 266 103 52 20 894 543 23 35 20 27 27 88 25 162 94 21
internal_value=0 0.000432371 0.000543549 0.000800389 0.000809663 0.000277722 0.000828433 0.000572446 0.000406287 0.000704425 0.000725789 0.000820617 0.000764302 0.000192751 0.000784596 0.000434957 0.000487876 0.000559726 0.000832468 0.000829806 0.000747264 0.000224856 0.000210063 0.000519182 0.000846073 0.000757597 0.000850118 0.000778617 0.000200381 0.000580665
internal_weight=0 691 402 2430 2335 289 1908 95 115 162 427 1829 318 174 287 240 137 85 1511 1489 388 149 42 73 946 365 919 277 129 48
internal_count=3121 691 402 2430 2335 289 1908 95 115 162 427 1829 318 174 287 240 137 85 1511 1489 388 149 42 73 946 365 919 277 129 48
is_linear=0
shrinkage=0.00196078


Tree=6560
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 47 4 4 2 14 12 2 4 124 1 2 12 3 14 16 3 43 2 1375 0 47 131 15 3 16
split_gain=20.5932 2.5517 2.06082 1.59993 0.974181 0.80769 0.741045 0.623645 0.619854 0.578547 0.450245 0.431067 0.457916 0.421704 0.330386 0.282047 0.281277 0.337356 0.234848 0.228967 0.21796 0.191376 0.332249 0.181389 0.177675 0.166339 0.163076 0.187248 0.214658 0.159864
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.10089500000000001 0.12958500000000003 0.36766000000000004 0.40124500000000002 0.13093500000000002 0.076175000000000007 0.051320000000000005 0.14285500000000004 0.27834500000000006 -0.076779999999999987 0.092845000000000025 0.089885000000000007 -1.0000000180025095e-35 0.11658 0.062655000000000016 -0.037154999999999994 -0.017889999999999996 -0.04890499999999999 0.11362000000000001 -1.0000000180025095e-35 -0.096374999999999975 0.10350500000000001 0.082750000000000004 -0.41942499999999994 0.31534000000000006 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 21 8 11 9 25 13 10 -1 12 -3 14 -4 -12 -6 -18 23 -7 -14 -2 -23 -15 29 -5 27 -13 -29 -17
right_child=1 5 4 7 16 19 -8 -9 -10 -11 15 26 20 18 -16 24 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00072420626428245716 0.00046099242115137622 0.00058525000336612676 0.00086854078174750451 0.00099161163913917961 0.00054138579002233826 0.00049477531787714153 0.00061813882655567596 0.00057665970456044046 0.00063382811320563477 0.0011466919528503043 0.0009800031731368895 0.00033010013002909827 0.00047506194293888565 0.00072446394346508325 0.00060408253350532524 0.00092399309134505599 0.00090450165992768459 0.00057849892639798793 0.0011243168629851996 0.00076855133841003201 0.00028131397657517717 0.00075251255284018693 0.00051439440750291384 0.00091789167377571523 0.00094149667989057526 0.00082393895456756374 0.00040442595249224526 0.00024136480472914101 -2.4603595409323189e-05 0.00074592903094094305
leaf_weight=31 77 43 42 45 49 24 24 29 41 65 1227 29 33 20 32 42 26 23 20 23 69 33 71 274 579 46 20 28 20 36
leaf_count=31 77 43 42 45 49 24 24 29 41 65 1227 29 33 20 32 42 26 23 20 23 69 33 71 274 579 46 20 28 20 36
internal_value=0 0.000525136 0.000931923 0.000651489 0.000822817 0.000393537 0.000960615 0.000827057 0.00086311 0.000964766 0.000958591 0.000347855 0.000415541 0.000887338 0.00075418 0.000962448 0.000646433 0.00075148 0.00091872 0.000628751 0.000343997 0.00053509 0.000589951 0.000904733 0.000929662 0.000906854 0.000246676 0.000205702 0.000130545 0.00084181
internal_weight=0 590 2531 301 527 289 2004 120 429 1980 1915 242 145 388 74 1884 98 49 314 47 102 181 104 294 657 91 97 77 48 78
internal_count=3121 590 2531 301 527 289 2004 120 429 1980 1915 242 145 388 74 1884 98 49 314 47 102 181 104 294 657 91 97 77 48 78
is_linear=0
shrinkage=0.00196078


Tree=6561
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 2 14 12 2 2 1375 124 12 42 4 4 0 3 47 49 0 2 52 4 1 15 16 13 1
split_gain=12.6128 1.58538 1.31991 0.801545 0.606677 0.605544 0.490343 0.427935 0.460728 0.41842 0.355685 0.329522 0.306351 0.259236 0.255236 0.25508 0.250069 0.220184 0.219392 0.189898 0.179568 0.167199 0.153288 0.129278 0.129397 0.124511 0.119573 0.172479 0.144607 0.116298
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.10060500000000001 0.14285500000000004 -1.0000000180025095e-35 0.076175000000000007 0.051320000000000005 1.0000000180025095e-35 0.13093500000000002 -0.062154999999999995 -0.076779999999999987 -1.0000000180025095e-35 -0.0041849999999999986 0.033845000000000007 -0.062539999999999984 -0.10474999999999998 0.11658 0.077555000000000013 -0.012034999999999999 -0.079119999999999982 0.31358000000000003 1.0000000180025095e-35 0.2623950000000001 0.13436000000000001 0.050935000000000008 -0.013024999999999998 -0.019614999999999997 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 20 10 6 -3 8 -1 -8 11 -4 14 -6 -13 17 -11 -10 -15 26 -2 -19 -7 24 -17 -18 27 -14 -29 -21
right_child=1 5 4 -5 13 22 9 -9 15 16 -12 12 19 18 -16 23 25 21 -20 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00049797160915215379 0.000461714462943229 0.00023296809991139893 0.00041253856237174249 0.00036712195883417686 0.00036775154286526699 0.0002246889775481082 0.00062939629730891105 0.00087349102176377492 0.00051979763501816816 0.00057195834954635325 0.00046549112598813931 0.00067646653378377111 0.0005845895703367102 0.00067993948227292056 0.00044288831172194123 0.00064136491004502822 0.00036662828575087069 0.0007399307993416239 0.00042350367783471142 0.00089708111514712739 0.00066670981479549857 0.00069731096705521957 5.4855105421825779e-05 0.00071110896035736677 0.00047363914918053607 0.00020729891587307746 0.00074842894672284995 0.00060131822137767476 0.00076111347651949119 0.00070252509656806589
leaf_weight=38 20 90 20 74 49 84 28 65 20 21 41 35 82 29 37 112 132 1146 23 27 92 512 27 90 21 22 66 33 64 21
leaf_count=38 20 90 20 74 49 84 28 65 20 21 41 35 82 29 37 112 132 1146 23 27 92 512 27 90 21 22 66 33 64 21
internal_value=0 0.000375679 0.000694033 0.000525476 0.000606716 0.000306712 0.000353436 0.000716995 0.000711749 0.000406846 0.00063911 0.000657599 0.000671027 0.000470086 0.000556433 0.000716023 0.000371238 0.000724303 0.000566516 0.000699186 0.000630104 0.00072677 0.000183378 0.000653718 0.000614882 0.000343867 0.000677092 0.000650788 0.00070675 0.000811963
internal_weight=0 590 2531 186 527 404 293 2004 1939 203 426 385 365 101 72 1901 175 1678 52 293 112 1658 111 223 133 154 245 179 97 48
internal_count=3121 590 2531 186 527 404 293 2004 1939 203 426 385 365 101 72 1901 175 1678 52 293 112 1658 111 223 133 154 245 179 97 48
is_linear=0
shrinkage=0.00196078


Tree=6562
num_leaves=31
num_cat=0
split_feature=1 1 1 155 12 150 43 51 2 4 51 16 52 14 1 13 43 3 133 3 480 4 0 49 484 1456 51 1 13 49
split_gain=0.611955 0.0972005 0.0800646 0.0752824 0.0663386 0.0622059 0.052711 0.0569185 0.0511379 0.0414566 0.0469366 0.0390592 0.0582903 0.0478822 0.044449 0.0620941 0.0373915 0.0364906 0.036443 0.0360415 0.0370528 0.041007 0.0352037 0.04501 0.0351973 0.0826618 0.0390779 0.0393156 0.123776 0.0344774
threshold=0.10920500000000001 0.13707500000000003 0.090540000000000023 0.10158500000000002 -0.010834999999999999 1.0000000180025095e-35 0.070450000000000013 -0.24351499999999995 0.13404500000000005 -0.0086549999999999978 -0.065634999999999985 0.19444000000000003 -0.45478499999999994 0.062655000000000016 0.085110000000000005 0.0015850000000000003 -0.04652499999999999 -0.076969999999999997 0.088115000000000013 0.092670000000000016 -0.039079999999999997 -0.023539999999999995 0.024095000000000002 -0.032624999999999994 0.062030000000000009 -1.0000000180025095e-35 -0.18912999999999996 0.09253500000000002 -0.048784999999999995 0.036705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 6 29 24 7 -2 11 10 -9 13 18 19 15 17 -7 -14 -13 20 21 -1 23 -3 25 -6 -27 28 -28 -4
right_child=1 22 4 -5 5 16 -8 9 -10 -11 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.013009345268753048 0.0079972195118898533 -0.0014301429520576048 0.0050570989559803698 0.010355826403776353 0.013540526042165962 0.0076731645532519283 0.0084257083848632616 0.0013645161742932119 0.0045809007748695355 0.0028521909871015434 0.0068235447514910317 0.0099364016315762402 0.0086403723047287374 0.010485288175133368 0.0094561375631019486 -0.00015021390475643178 0.0028308676015093136 0.0041090941474137182 0.0062085791647879651 0.0044674859503478128 0.0078762407626985342 0.0075255696699023256 -0.0020513231422574748 0.0031696973317531618 0.0040622628535077511 0.011505843078096708 -0.00059258345142006879 0.0075965270604728338 0.0087984013214736489 0.00052694595818008694
leaf_weight=30 32 26 84 22 23 23 29 21 49 223 63 61 27 75 20 24 52 52 46 30 1575 25 21 117 28 21 25 244 32 21
leaf_count=30 32 26 84 22 23 23 29 21 49 223 63 61 27 75 20 24 52 52 46 30 1575 25 21 117 28 21 25 244 32 21
internal_value=0 0.00381454 0.00747924 0.00467349 0.00641345 0.00694369 0.00433379 0.00398374 0.00777189 0.0035654 0.00545879 0.00785146 0.00662694 0.00801379 0.00514212 0.00430444 0.00431584 0.00565776 0.00833379 0.00790212 0.00796534 0.0105167 0.00177191 0.00233336 0.00747208 0.00774882 0.00733512 0.00704414 0.00467955 0.00415107
internal_weight=0 554 2567 390 553 448 368 339 2014 307 84 1965 230 1735 123 103 75 79 107 1660 1630 55 164 143 373 345 322 301 57 105
internal_count=3121 554 2567 390 553 448 368 339 2014 307 84 1965 230 1735 123 103 75 79 107 1660 1630 55 164 143 373 345 322 301 57 105
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 13 10 14 3 3 14 4 2 0 15 16 10 0 12 4 12 4 52 43 401 3 15 0 0
split_gain=0.497059 0.124133 0.0828416 0.0659514 0.0510222 0.0921334 0.0509691 0.0487237 0.0416096 0.0421676 0.0518634 0.0411956 0.0408852 0.043868 0.0411367 0.0608659 0.0796051 0.0402765 0.0376383 0.0442151 0.0345153 0.0453 0.0420237 0.0548275 0.0382953 0.0366034 0.0347183 0.0345277 0.0340148 0.0482672
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 -0.47860499999999995 -0.0026549999999999994 -0.47013499999999991 0.088060000000000013 0.11658 0.062655000000000016 0.033845000000000007 0.13913500000000004 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 0.069930000000000006 -0.07929499999999999 -0.083994999999999986 -0.49013999999999996 0.092465000000000006 -0.15289999999999995 0.024145000000000003 -0.0040649999999999983 0.11857000000000002 0.092670000000000016 0.094425000000000023 -0.079829999999999998 -0.080309999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 5 7 -4 -5 -6 -10 -11 12 13 14 15 -1 -17 -7 28 -20 21 26 23 -22 25 -24 -21 -26 29 -16
right_child=1 2 6 4 8 17 -8 -9 9 10 -12 -13 -14 -15 18 16 -18 -19 19 20 22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0086941255144132625 0.0071966281350172474 0.0086270983655205268 0.0024323259347824957 0.0035075573913227924 0.0071812674891026246 0.007056776389634695 -0.0024903728153951692 -0.0023855393775738774 0.0016447521303634086 0.0080892584249377241 0.0029865577256268996 0.008980234528517643 0.0057471523830310706 0.002301792410435155 0.0074696740765580506 0.0001189896474695868 0.0074643671950325374 0.0031084121797572487 0.0020904478617012503 0.011106307753167738 0.00073990610524498181 0.0040665798541158439 0.0069737048422373925 0.007360147799111226 0.0035305316467577267 0.011395835764706135 0.0069296762987505651 0.0065692145782320398 0.010564214297953775 0.0036982161372101732
leaf_weight=29 102 28 58 47 21 119 33 20 189 25 98 89 324 20 1114 36 25 33 22 48 29 20 292 22 63 20 34 92 34 35
leaf_count=29 102 28 58 47 21 119 33 20 189 25 98 89 324 20 1114 36 25 33 22 48 29 20 292 22 63 20 34 92 34 35
internal_value=0 0.0039464 0.00345232 0.00389244 0.00365228 0.0048378 0.000647171 0.00174842 0.00287261 0.0025826 0.00402369 0.00686996 0.00678682 0.0069609 0.00700956 0.00492247 0.00312939 0.00619957 0.00711248 0.00649602 0.00665234 0.00833376 0.00632126 0.0035957 0.00661891 0.00725717 0.00937453 0.00533414 0.00744703 0.00735479
internal_weight=0 773 671 580 552 219 91 67 333 312 123 2348 2259 1935 1915 90 61 152 1825 642 620 102 518 51 467 312 82 155 1183 1149
internal_count=3121 773 671 580 552 219 91 67 333 312 123 2348 2259 1935 1915 90 61 152 1825 642 620 102 518 51 467 312 82 155 1183 1149
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 4 2 1 2 4 160 3 1 52 1 2 47 14 12 39 15 131 2 475 3 475
split_gain=21.575 3.82625 2.3888 1.68679 1.29041 1.04351 0.779786 0.738422 0.580087 0.56689 0.509706 0.50587 0.397827 0.442933 0.201528 0.1937 0.192746 0.188136 0.197542 0.291608 0.14116 0.170142 0.138544 0.147992 0.13794 0.127647 0.171697 0.121207 0.144195 0.137908
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.090050000000000005 0.09253500000000002 0.14285500000000004 0.27834500000000006 -0.067824999999999983 -0.016324999999999996 0.091195000000000012 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.23083499999999998 0.095780000000000018 0.089790000000000023 0.090455000000000021 0.082750000000000004 0.31358000000000003 -0.088274999999999978 0.090900000000000009 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 12 8 10 -6 16 -5 13 -4 -15 -16 27 -12 22 -20 21 -3 23 -19 -10 26 -14 29 -29 -1
right_child=1 2 6 11 9 -7 -8 -9 24 -11 17 -13 25 14 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0009651245206010108 0.0009280191002061861 0.00059899459070062886 0.00053045338646229214 0.00084115036020985655 0.00084561752811840242 0.00062991713312168427 0.00059164160685875331 0.00056454489628473918 0.0011559067689531986 0.00053658920998197546 0.001007652758356104 0.00054267608467519423 0.00020835639575565027 0.00044629781634784209 0.00036523025936275173 0.00016380025632679461 0.00088932388154390756 0.00091430533696936975 0.0005801757044540623 0.00086551072413795717 0.00061071552381869042 0.00044484204907382127 0.00085104863525800459 0.00074922781497399442 0.00099585354565057908 0.00033049228235933128 -1.8681815880186418e-06 0.00096131397120133646 0.00083338442365495438 0.00073761929289188253
leaf_weight=20 76 33 39 34 74 48 37 22 47 33 43 61 59 23 29 50 216 410 21 40 32 166 300 22 37 20 20 1053 35 21
leaf_count=20 76 33 39 34 74 48 37 22 47 33 43 61 59 23 29 50 216 410 21 40 32 166 300 22 37 20 20 1053 35 21
internal_value=0 0.000512962 0.00046167 0.000905616 0.000572298 0.000916036 0.00032668 0.000922041 0.000925514 0.00075031 0.000919356 0.000649498 0.000285832 0.000352725 0.00028477 0.000237743 0.000942988 0.000881335 0.000874485 0.000767281 0.000489842 0.000470405 0.000883419 0.000905899 0.00108541 0.000190561 0.000155135 0.000953255 0.000957199 0.000848597
internal_weight=0 691 615 2430 338 2335 277 2287 2265 107 2181 95 240 141 102 79 1345 836 793 61 231 199 732 432 84 99 79 1129 1088 41
internal_count=3121 691 615 2430 338 2335 277 2287 2265 107 2181 95 240 141 102 79 1345 836 793 61 231 199 732 432 84 99 79 1129 1088 41
is_linear=0
shrinkage=0.00196078


Tree=6565
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 12 160 0 2 43 13 3 43 1 44 124 2 13 12 2 133 12 13 1 13 150 376 15 15 157 1209
split_gain=0.494242 0.122186 0.0779336 0.0610272 0.0502985 0.0498726 0.0412705 0.0387763 0.039142 0.0508983 0.0647003 0.0411431 0.0393781 0.0385839 0.0398111 0.0365856 0.0442653 0.032655 0.0379971 0.0367988 0.0326086 0.0316037 0.0315352 0.075371 0.0341552 0.0307163 0.0305858 0.0305111 0.0683524 0.0426402
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 -0.049894999999999995 -0.42850999999999995 -0.4136149999999999 0.22582000000000002 0.14753000000000002 -0.073404999999999984 0.10820000000000002 -0.14186499999999996 -0.23229999999999998 0.10871500000000002 1.0000000180025095e-35 -0.076779999999999987 0.11448000000000001 -0.0075049999999999987 -0.064509999999999984 0.13501500000000002 0.081415000000000015 -0.069644999999999985 -0.061684999999999997 0.10887500000000001 -0.010739999999999998 0.083770000000000011 0.084545000000000009 -0.089964999999999976 1.0000000180025095e-35 -0.0091799999999999989 0.091400000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -5 13 8 11 10 -10 -7 -12 14 -1 -14 20 21 27 -20 -17 -16 24 25 -13 -24 -9 29 -29 -19
right_child=1 2 4 5 -6 7 -8 26 9 -11 12 22 15 -15 17 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0046283128576377706 0.0071910517607523391 0.0084575807850342244 0.0037292746733874082 0.0085744120390154419 -0.0011032081981414063 0.0062812906074603755 0.0023584583075717093 0.0027068498733908287 0.0092652484819653533 -2.734406681900675e-05 0.0019506813599910662 0.0021525362349190825 0.0068256223752137489 0.010909378497065822 0.0069069042755290876 0.0049800038256216797 0.006160864396952093 0.0066672445491740995 0.00081786650000140084 0.0068114178476943862 -0.00019910500775421818 0.012461289816669056 0.0015926511896858838 -0.002856263894390202 0.0071281001310456883 0.0060138201956182131 -0.0019490738532372883 0.012610855551126102 0.007214208883364364 0.0020056911182473416
leaf_weight=76 102 28 35 20 56 28 20 43 31 22 51 37 72 24 20 20 44 1040 20 21 31 21 55 33 22 22 21 24 1062 20
leaf_count=76 102 28 35 20 56 28 20 43 31 22 51 37 72 24 20 20 44 1040 20 21 31 21 55 33 22 22 21 24 1062 20
internal_value=0 0.00396641 0.00347623 0.00390311 0.000755439 0.00367208 0.00688167 0.00348779 0.0038035 0.00458323 0.00499059 0.00273087 0.00438273 0.00692053 0.00687898 0.00512545 0.0038369 0.00695575 0.00690334 0.00388773 0.00183192 0.00975183 0.00214263 0.00114221 0.00400783 0.00285584 0.00117912 0.00696095 0.00733347 0.00657929
internal_weight=0 773 671 580 91 552 2348 532 468 271 249 197 218 2328 2304 167 95 2228 2187 41 51 41 169 110 59 77 64 2146 1086 1060
internal_count=3121 773 671 580 91 552 2348 532 468 271 249 197 218 2328 2304 167 95 2228 2187 41 51 41 169 110 59 77 64 2146 1086 1060
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=31
num_cat=0
split_feature=1 1 457 15 10 0 401 4 4 14 3 123 34 16 4 49 16 4 3 47 3 0 2 3 2 2 11 52 13 13
split_gain=0.402901 0.104941 0.0779719 0.0580866 0.0437329 0.0667214 0.0450648 0.0432128 0.0735447 0.0399246 0.0371742 0.0367988 0.0412676 0.0349299 0.0607661 0.0344495 0.0357372 0.0382093 0.0412467 0.0330056 0.0316214 0.0396871 0.0796298 0.0527939 0.053812 0.0373397 0.0306274 0.0329694 0.0300956 0.0368457
threshold=0.11846000000000002 0.095695000000000016 0.079590000000000008 -0.036009999999999993 -0.079859999999999987 -0.05208999999999999 0.085900000000000018 0.26790000000000008 0.42642000000000008 0.062655000000000016 -0.028564999999999997 0.12630500000000003 -0.021334999999999996 -0.090344999999999995 -0.0086549999999999978 -0.0069299999999999995 0.26799500000000004 -0.074729999999999977 -0.073884999999999992 0.080455000000000013 0.11296500000000002 0.034820000000000011 0.10855000000000002 -0.15713499999999997 0.086675000000000016 0.092120000000000021 0.075910000000000019 0.016565000000000003 -0.15078499999999997 0.10935500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 5 -2 11 19 10 20 -9 12 -6 -4 -15 -5 17 -17 -19 -3 21 -1 23 -23 -25 -26 -11 -28 -14 -30
right_child=4 2 13 15 6 -7 -8 8 -10 26 -12 -13 28 14 -16 16 -18 18 -20 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0063239837405860509 0.0024979888299695276 0.0032826122732201057 0.0044365091369804252 0.0089316601264807904 0.0007547025162623161 -0.0048218025965616109 -0.0014083362569141649 0.0023240081791300327 0.0049328249387650029 0.0057682502982688358 -0.0037730541777273177 -0.00093946768727619194 0.0022409663137902196 0.0029879777007462346 -0.0039586330298334365 0.0015113994842007135 0.0073453746571127956 0.0024979523826567903 0.0081671961950081761 0.0063041524773557196 0.002565894601866603 0.0098315023307804957 -0.00056664592074230321 5.2876106929033998e-06 0.0095024017710238703 0.0040265562746560936 0.012102696440857033 0.0071986907743848867 0.00553257803599081 0.0014034160126287203
leaf_weight=1984 33 56 36 45 45 20 23 20 54 29 20 20 63 34 20 30 78 21 33 102 24 24 25 20 20 33 29 26 128 26
leaf_count=1984 33 56 36 45 45 20 23 20 54 29 20 20 63 34 20 30 78 21 33 102 24 24 25 20 20 33 29 26 128 26
internal_value=0 0.00595265 0.00471504 0.00524275 0.0023872 -0.000264197 0.00284794 0.00422318 0.00252544 0.00625953 -0.000724523 0.00319508 0.00351069 0.0020237 0.000415159 0.00648396 0.00580405 0.00437281 0.00596249 0.00523323 0.0061752 0.00621634 0.00446574 0.00576274 0.00442507 0.00609291 0.0083979 0.00978444 0.00408221 0.00483545
internal_weight=0 2763 549 459 358 53 305 252 94 2214 40 282 262 90 54 207 162 84 54 158 2130 2106 122 97 73 53 84 55 217 154
internal_count=3121 2763 549 459 358 53 305 252 94 2214 40 282 262 90 54 207 162 84 54 158 2130 2106 122 97 73 53 84 55 217 154
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 1 2 2 4 1 147 2 14 150 159 2 4 1 0 1 4 160 0 49 39 481 16 16 12
split_gain=17.4301 2.76347 1.73882 1.44303 0.893487 0.641884 0.554873 0.474331 0.461583 0.45388 0.371793 0.346958 0.308831 0.267155 0.256815 0.328472 0.275064 0.243294 0.293599 0.171155 0.170339 0.201608 0.163129 0.15206 0.160098 0.146552 0.132739 0.157914 0.131005 0.160927
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.27287000000000006 0.092845000000000025 0.14960000000000004 0.14285500000000004 0.40473500000000007 0.086920000000000011 0.08598500000000002 0.25063000000000007 0.062655000000000016 0.083250000000000005 0.076905000000000015 0.11474000000000002 -0.013125 0.093100000000000002 -0.23091999999999999 0.075045000000000014 -0.036839999999999991 -1.0000000180025095e-35 -0.062764999999999974 -0.073374999999999982 0.087690000000000004 -0.065999999999999989 -0.071854999999999988 -0.042349999999999992 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 10 8 -5 17 25 -4 13 -12 22 26 15 16 -2 20 -19 -16 21 -6 -7 24 -21 -3 -1 -28 -29 -30
right_child=1 5 9 6 7 12 -8 -9 -10 -11 11 -13 -14 -15 19 -17 -18 18 -20 23 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0009181698787677653 0.00068914472443788884 0.00060086619449791563 0.00078450966955390914 0.00077357508791694508 0.00075563101065845902 0.00038676384265771974 0.00046626716509632683 0.00050764530363350791 0.00027356704407442012 0.00052681453703098621 0.00081749370932576249 0.00055314401858577538 2.5575606710687069e-05 0.00099921133393555679 0.00054609611226953594 0.00040337286468240477 0.0004687685642479866 0.00075834672880363552 0.00054947558250164892 0.00037581743209437577 0.0008884619423117254 0.00090926370513547496 0.00024105961846309561 0.00046629752194000403 0.00014612378132547818 0.00042018988600172919 0.00087698638655603638 0.00073739508875996103 0.00085767708725962579 0.00074314088306643745
leaf_weight=159 51 45 129 37 165 40 58 26 42 33 419 20 21 60 21 56 38 240 29 28 90 41 113 26 20 28 647 53 331 55
leaf_count=159 51 45 129 37 165 40 58 26 42 33 419 20 21 60 21 56 38 240 29 28 90 41 113 26 20 28 647 53 331 55
internal_value=0 0.000469919 0.000575055 0.000822845 0.000832483 0.000323673 0.000585956 0.000766594 0.00043734 0.000732016 0.000854811 0.00080545 0.000248548 0.000871416 0.000469107 0.000521024 0.000595052 0.000778511 0.000735829 0.000389864 0.000817299 0.000786208 0.000279152 0.000345528 0.000280112 0.000531566 0.000865257 0.00085751 0.000828806 0.000841357
internal_weight=0 691 402 2430 2335 289 95 591 115 162 1744 439 174 1305 240 145 89 565 269 95 296 206 153 74 48 73 1245 1086 439 386
internal_count=3121 691 402 2430 2335 289 95 591 115 162 1744 439 174 1305 240 145 89 565 269 95 296 206 153 74 48 73 1245 1086 439 386
is_linear=0
shrinkage=0.00196078


Tree=6568
num_leaves=31
num_cat=0
split_feature=1 1 147 16 43 4 2 124 52 15 41 402 3 133 133 160 13 156 160 2 16 0 16 52 41 12 1 42 0 11
split_gain=0.40064 0.093707 0.0731749 0.0627192 0.0550899 0.0480408 0.0415638 0.0387502 0.0358293 0.033718 0.0373091 0.0374655 0.0467424 0.0370916 0.140033 0.0444758 0.0513643 0.0434379 0.04724 0.0360854 0.0327416 0.0445305 0.041067 0.053454 0.0324104 0.0429202 0.0311028 0.0313001 0.0345162 0.0307251
threshold=0.10337500000000001 0.13210500000000003 0.10100500000000003 0.15891500000000003 0.084740000000000024 0.40124500000000002 0.093320000000000014 -0.076779999999999987 0.17829500000000004 -0.11033999999999998 0.083975000000000008 0.033490000000000006 -0.078934999999999991 0.076280000000000014 0.089405000000000012 0.050340000000000003 -0.075974999999999987 0.11386000000000002 0.0065900000000000012 0.097845000000000015 -0.062804999999999986 -0.073309999999999986 0.26799500000000004 0.11277500000000001 0.078475000000000017 0.085250000000000006 0.16773500000000005 0.088670000000000013 -0.057069999999999989 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 6 24 -8 -2 -9 11 13 -13 17 -15 16 19 18 20 -16 21 -11 23 -22 29 -26 27 -3 -29 -1
right_child=1 26 -4 -5 -6 -7 7 9 -10 10 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0063668014433961688 0.0031212057462477807 0.0030933181729725385 -0.0013652871362864972 0.0065874387907143483 0.0082228657767969976 0.0015294865874404258 0.0029595168329811152 0.0081892856258761002 0.0062497746920035712 0.0028970910922163804 0.0013346813351381571 0.011935660447038357 0.0057843109701449678 0.012217900540147509 0.0058203225641551871 0.0022015446590052711 0.0050655505100489946 0.0082586747407913212 0.0068387730924533334 0.011166061396111869 -0.001831625912907637 0.00763947047914068 0.0043182840865020724 0.0046162660326808692 0.011628985301026011 0.0060410507885670225 -0.0016682398748462616 -0.0021494789209602207 0.0023583702896380933 0.010217088899017178
leaf_weight=1586 285 136 22 113 27 22 52 54 42 44 20 21 30 35 23 36 145 30 54 28 36 36 55 20 28 27 23 29 41 21
leaf_count=1586 285 136 22 113 27 22 52 54 42 44 20 21 30 35 23 36 145 30 54 28 36 36 55 20 28 27 23 29 41 21
internal_value=0 0.00348896 0.00427075 0.00453626 0.0038815 0.00618103 0.00622401 0.00558878 0.00352304 0.00579376 0.00558273 0.00572601 0.00831722 0.00548218 0.00632174 0.00543223 0.00602562 0.00466705 0.00422726 0.00875524 0.00348893 0.00503116 0.00237741 0.000471193 0.00649881 0.00888582 0.00181956 0.00220898 0.000490833 0.00641712
internal_weight=0 718 489 467 354 2403 2381 719 327 667 613 593 51 542 267 232 196 275 245 51 191 80 111 56 1662 55 229 206 70 1607
internal_count=3121 718 489 467 354 2403 2381 719 327 667 613 593 51 542 267 232 196 275 245 51 191 80 111 56 1662 55 229 206 70 1607
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 12 2 2 2 4 150 43 14 0 15 39 49 1 4 15 2 50 0 0 3 3 1 47 15 10
split_gain=17.7906 2.21513 2.00319 1.09098 1.01497 0.756594 0.746755 0.602415 0.555714 0.427447 0.425111 0.412929 0.338779 0.317427 0.236204 0.210489 0.206246 0.198445 0.187372 0.28771 0.207321 0.182978 0.171215 0.162512 0.159107 0.254372 0.138267 0.131096 0.128449 0.119898
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.090285000000000018 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 1.0000000180025095e-35 -0.04890499999999999 0.076175000000000007 -0.23194499999999998 0.13592500000000005 0.096625000000000016 -0.012034999999999999 0.12958500000000003 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.041865000000000006 -0.13027499999999997 -0.092404999999999973 0.149315 -0.017889999999999996 0.12000500000000001 0.090280000000000013 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 16 12 7 26 17 14 11 -5 22 -1 23 24 -2 -9 20 -20 -15 28 -4 -7 25 -10 -3 -18 -8 -30
right_child=1 6 5 10 -6 9 21 8 15 -11 -12 -13 -14 18 -16 -17 27 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010310655502924521 0.000562094322533584 0.00040661146623855517 0.00072360322022771352 0.00050446441100833201 0.00044662919879244923 0.00093684444407455061 0.0002725528031738728 0.00080103975008515753 0.00031465919200271208 0.00072125129462768153 0.00051044679911285218 0.00075179040079146827 0.0010495771113259104 0.00092316389218714443 0.0006334733996041697 0.00027476455344760213 0.00087846330911642951 0.00053117365959812614 0.00078929752319036245 0.00055366405512469348 0.00068825432044618262 0.00037027048359911661 0.00088170647720779347 0.0008271746123772693 0.00036097779260184371 0.00055518068239120849 0.00023281850379424648 0.0007251202259174951 0.00022006248400144863 1.8126858035903171e-05
leaf_weight=22 20 24 27 36 74 56 29 22 22 171 96 93 46 52 23 31 34 20 76 27 20 23 1068 718 48 73 66 58 20 26
leaf_count=22 20 24 27 36 74 56 29 22 22 171 96 93 46 52 23 31 34 20 76 27 20 23 1068 718 48 73 66 58 20 26
internal_value=0 0.000447757 0.00082585 0.000702532 0.000624824 0.000850526 0.000366236 0.000413942 0.0004701 0.000810205 0.000609245 0.000682769 0.000884733 0.000809079 0.000829291 0.000421238 0.000742559 0.000672532 0.000781172 0.00072753 0.000857911 0.000217273 0.000877808 0.000835109 0.00045299 0.000499481 0.000279163 0.00078179 0.000170354 0.000105925
internal_weight=0 590 2531 422 186 2109 404 306 216 968 225 129 1141 197 797 174 112 42 175 103 72 98 1095 774 143 95 90 92 75 46
internal_count=3121 590 2531 422 186 2109 404 306 216 968 225 129 1141 197 797 174 112 42 175 103 72 98 1095 774 143 95 90 92 75 46
is_linear=0
shrinkage=0.00196078


Tree=6570
num_leaves=31
num_cat=0
split_feature=1 1 12 3 47 14 43 12 4 4 1375 2 1 2 4 49 0 12 1456 1 3 10 2 42 3 0 4 15 16 16
split_gain=17.6402 2.80805 1.71031 1.44962 0.705641 0.654588 0.647448 0.626174 0.619307 0.536086 0.528514 0.443535 0.431855 0.423451 0.389413 0.294819 0.262886 0.277573 0.21071 0.208299 0.193223 0.191186 0.291695 0.163618 0.160996 0.160601 0.156985 0.14423 0.143571 0.143448
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 -0.065819999999999976 0.12958500000000003 0.076175000000000007 -0.04890499999999999 0.051320000000000005 0.27834500000000006 0.0061450000000000003 -1.0000000180025095e-35 0.14285500000000004 1.0000000180025095e-35 0.10381000000000001 0.40945500000000007 0.09858500000000002 -0.10224499999999999 0.087765000000000024 -0.077944999999999987 0.083345000000000016 0.11658 -1.0000000180025095e-35 0.10497000000000002 -1.0000000180025095e-35 -0.017889999999999996 -0.12333499999999999 -0.0070899999999999991 -0.41942499999999994 -0.037154999999999994 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 5 11 7 12 -1 26 16 -8 14 15 18 -3 23 -9 -18 -12 25 -15 -2 -23 -5 -16 -11 -4 -13 -6 -20
right_child=1 4 8 6 28 -7 10 9 -10 19 13 27 -14 20 24 -17 17 -19 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005788363517404909 0.00034218050303539283 0.00049367110203356356 0.0008639661633896167 0.00096050243167316218 0.00043474652414861455 0.0010426484456294261 0.00046567731883888152 0.00063660181255317208 0.00050210057571960015 0.00094452409236401365 0.0010254502323009539 0.00027193481553687451 0.00050498055997213315 0.00073412807158891374 0.00039070809177835198 0.00058259289921717896 0.00089280908493764562 0.00084067003976180557 0.00076423869040793014 0.00063297533173110052 0.00052433427141494108 0.00067935001720734341 0.00046271020971157056 0.00070969189864163304 0.00022123402996687081 0.00076666065879866174 0.00072161545918422677 0.0001162784303435021 0.00065153812559262767 0.00087066666672267932
leaf_weight=34 38 47 68 20 24 65 20 20 34 22 22 37 68 86 32 32 682 925 88 41 21 28 163 20 66 173 53 60 23 109
leaf_count=34 38 47 68 20 24 65 20 20 34 22 22 37 68 86 32 32 682 925 88 41 21 28 163 20 66 173 53 60 23 109
internal_value=0 0.00046698 0.000576857 0.000825419 0.000320984 0.000849166 0.000729549 0.000842537 0.000735914 0.000847349 0.000775073 0.000278285 0.00061704 0.000794054 0.000346942 0.000722873 0.000860017 0.000862798 0.00084345 0.000760016 0.000692954 0.000469198 0.000494469 0.000835097 0.000276572 0.000786727 0.000801614 0.000175653 0.000540836 0.000823125
internal_weight=0 673 384 2448 289 1962 486 1897 155 1863 346 242 140 326 145 72 1627 1607 219 236 107 229 191 40 98 195 121 97 47 197
internal_count=3121 673 384 2448 289 1962 486 1897 155 1863 346 242 140 326 145 72 1627 1607 219 236 107 229 191 40 98 195 121 97 47 197
is_linear=0
shrinkage=0.00196078


Tree=6571
num_leaves=31
num_cat=0
split_feature=1 4 1 12 47 15 4 3 43 12 150 2 12 12 4 43 0 1209 157 3 3 133 39 1371 475 4 130 3 12 4
split_gain=0.484156 0.0807219 0.0701297 0.0861607 0.0705849 0.0757158 0.0567576 0.0585044 0.0965994 0.0553646 0.0553094 0.0519611 0.0420177 0.0489335 0.0399713 0.0887571 0.0391839 0.039084 0.0369931 0.0459624 0.0450152 0.0607085 0.0363803 0.0378322 0.0347564 0.0370496 0.0817407 0.120721 0.0651422 0.0344432
threshold=0.10920500000000001 0.27287000000000006 0.086920000000000011 0.087215000000000015 0.078345000000000012 -0.099734999999999976 -0.16363499999999997 -0.028564999999999997 -0.086909999999999987 0.090545000000000014 0.084680000000000019 0.25063000000000007 0.088305000000000008 0.088795000000000013 -0.15464999999999998 -0.032879999999999993 -0.23194499999999998 -0.038154999999999994 -0.087084999999999982 0.090900000000000009 -0.086224999999999982 0.085265000000000021 0.10076500000000001 1.0000000180025095e-35 -0.082014999999999991 -0.068329999999999988 0.0084900000000000028 -0.086049999999999988 0.092255000000000018 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 9 4 6 -6 -4 8 -8 16 -2 -3 -5 -14 15 -11 -1 -15 20 22 -18 -22 23 29 -16 26 28 -28 -26 -20
right_child=1 11 3 12 5 -7 7 -9 -10 14 -12 -13 13 17 24 -17 18 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.011749061880012353 0.0055758564205701956 0.0026782711083579631 0.0074612583171050906 0.010325166584516411 0.0052425128000322735 0.012778216786682606 0.0054246439693749629 0.0042326604509670398 -0.003299380399451669 -0.0011012506692416289 0.002485123603667201 -0.0021921097320349264 0.0021815519129935032 0.0028490326944333707 0.010036225583300824 0.0077832418858357101 0.012285805902810712 0.0071057174474226381 0.01127433239016682 0.0034364258600098475 0.010659970689147454 0.0038607641171741615 0.003851262544249666 0.0032429842721848263 0.0019215453416109086 0.0057824015569143067 0.0067513902260301021 0.016504006544974716 0.0073047885426173092 0.0074394874816680881
leaf_weight=21 197 251 39 32 40 20 22 167 30 22 82 24 24 23 27 23 33 347 24 31 29 24 29 21 28 374 30 22 114 971
leaf_count=21 197 251 39 32 40 20 22 167 30 22 82 24 24 23 27 23 33 347 24 31 29 24 29 21 28 374 30 22 114 971
internal_value=0 0.00346906 0.00672871 0.00591054 0.004665 0.00775441 0.00394653 0.00332062 0.000391553 0.00706263 0.00466747 0.00225322 0.00684032 0.00655728 0.00631338 0.00343971 0.00746797 0.00684111 0.0073906 0.00723108 0.00938638 0.00758108 0.00734365 0.00744334 0.00653071 0.00636408 0.00748546 0.0108775 0.0062433 0.00753199
internal_weight=0 554 2567 744 318 60 258 219 52 1823 279 275 426 394 640 45 1183 370 1162 1076 86 53 1045 1016 595 568 194 52 142 995
internal_count=3121 554 2567 744 318 60 258 219 52 1823 279 275 426 394 640 45 1183 370 1162 1076 86 53 1045 1016 595 568 194 52 142 995
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=31
num_cat=0
split_feature=1 2 0 30 4 44 3 12 14 0 1 3 2 13 149 11 2 0 12 1212 160 15 1 1374 151 3 160 0 48 48
split_gain=0.395848 0.105572 0.0659747 0.0569126 0.0533281 0.0505149 0.0472073 0.0534232 0.0442268 0.0410025 0.0902682 0.0968912 0.0403209 0.0407902 0.0394708 0.0638183 0.062465 0.118193 0.0388567 0.128209 0.0594361 0.0600235 0.0575291 0.0520273 0.0459483 0.0441654 0.0450767 0.0433681 0.0360807 0.0567784
threshold=0.11846000000000002 0.10188000000000001 -0.13455999999999999 0.086065000000000016 0.42642000000000008 1.0000000180025095e-35 0.31370500000000007 -0.42850999999999995 0.076175000000000007 -0.13027499999999997 0.083345000000000016 -0.0037349999999999996 0.15609500000000001 -0.10278499999999999 0.077335000000000015 0.076560000000000003 -0.0091949999999999983 -0.07384499999999998 0.083785000000000012 0.040035000000000008 0.069910000000000014 0.083490000000000023 0.091615000000000016 0.088460000000000011 -0.15340499999999999 -0.087429999999999994 -0.085764999999999994 0.024095000000000002 -0.065739999999999979 0.078735000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 28 8 -2 -8 9 10 -1 -12 13 -4 15 16 17 -11 19 20 21 22 25 24 -20 -18 -27 -28 -3 -30
right_child=6 2 12 -5 -6 -7 7 -9 -10 14 11 -13 -14 -15 -16 -17 18 -19 23 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0081263147256686354 0.0030718273196020055 0.0056678411868267215 0.0024215029659555168 0.0018780565499488652 0.0077771714888513095 0.011340247644111515 0.0035515936885905618 -0.0014736005334855561 0.0085108280520301404 0.0081600230429321532 -0.0037125207204371695 0.0044999033030049471 0.0010141753870993853 0.0058869991230982334 0.010031337042372409 0.0021370809449738747 0.0094955398759339008 -0.0010814014123752714 0.0027161787893321063 0.014144857928018879 0.010288564909837749 0.0011598191750438317 0.011491835729352065 0.011330883954651655 0.0062835327410908238 0.0086837976472452279 0.0011182659355973876 0.0068079543588239521 -0.0025052919455517374 0.0028067170291762342
leaf_weight=40 268 27 37 29 21 20 34 56 86 25 20 51 20 414 28 37 24 31 37 27 38 23 21 20 1494 20 37 21 26 89
leaf_count=40 268 27 37 29 21 20 34 56 86 25 20 51 20 414 28 37 24 31 37 27 38 23 21 20 1494 20 37 21 26 89
internal_value=0 0.00594048 0.00480774 0.0062778 0.0030737 0.00633856 0.00240638 0.000424806 0.00629046 0.0061947 0.004327 0.00218654 0.00540785 0.00560269 0.0063048 0.00624855 0.00633222 0.00304423 0.00643672 0.00770992 0.00676566 0.00584874 0.00672553 0.00626352 0.00619732 0.00574423 0.00458999 0.00317833 0.00237811 0.00160574
internal_weight=0 2763 634 2129 163 2100 358 90 2080 1994 111 71 471 451 1883 1855 1818 56 1762 211 184 146 123 1551 1531 102 78 58 142 115
internal_count=3121 2763 634 2129 163 2100 358 90 2080 1994 111 71 471 451 1883 1855 1818 56 1762 211 184 146 123 1551 1531 102 78 58 142 115
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=31
num_cat=0
split_feature=4 3 1375 2 2 49 1 159 42 158 0 0 15 12 12 0 34 51 52 43 16 16 12 49 52 0 12 51 0 52
split_gain=0.322455 0.0979791 0.0600339 0.0603061 0.0638962 0.0623728 0.0497864 0.0442865 0.0416374 0.0449647 0.0402079 0.040149 0.0397981 0.0425094 0.0390733 0.0388283 0.0502127 0.0385938 0.0369005 0.0363412 0.032045 0.0429062 0.0559493 0.0348869 0.0360324 0.0591633 0.0322643 0.035503 0.0310785 0.0301453
threshold=0.27287000000000006 -0.072624999999999981 -0.27302499999999996 -0.0091949999999999983 0.10774000000000002 0.15021500000000002 0.13075500000000004 0.082105000000000025 0.11688500000000002 0.08962500000000001 0.024095000000000002 -0.036484999999999997 -0.15914499999999995 1.0000000180025095e-35 -0.12529499999999996 -0.070154999999999981 -0.085489999999999997 0.14722500000000002 0.15116000000000002 0.084740000000000024 -0.039889999999999988 -0.061854999999999993 0.090840000000000018 -0.085174999999999987 -0.046924999999999988 -0.10836499999999999 0.091545000000000015 -1.0000000180025095e-35 -0.077639999999999987 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 15 8 7 19 17 9 20 11 14 -1 -14 -8 -4 -17 18 -6 -2 21 -5 -23 -22 25 -25 27 -26 -27 -9
right_child=6 2 3 4 5 -7 10 29 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 23 22 -24 24 26 28 -28 -29 -30 -31
leaf_value=0.0087744325013599817 0.0027145409681253816 -0.00050146571205308044 0.0054338948457457485 0.0053923871687755797 0.004945097873637532 -0.0010513411378129743 0.0039993967860937124 0.00055466402109038645 0.0014983893178092938 0.010080071068976237 -0.002819376696760838 0.0056092074915613929 0.0022095368097403219 0.0057269921282721943 -0.00041433058213442565 0.004231276222271845 -0.0021955420428346243 0.0010910179487175562 0.0095739305560709909 0.0072065761266276243 0.010156436490995641 -0.0016970782604237848 0.0055191542554114551 0.00011083265893499959 0.0062710809875279666 0.009068395387705255 0.005027109498129876 0.011455753986125014 0.0047735757994121835 0.0051119453351323807
leaf_weight=42 181 24 21 157 124 26 27 47 24 23 26 20 35 1873 78 20 31 22 20 20 22 22 21 22 25 23 33 28 63 21
leaf_count=42 181 24 21 157 124 26 27 47 24 23 26 20 35 1873 78 20 31 22 20 20 22 22 21 22 25 23 33 28 63 21
internal_value=0 0.00534399 0.00442612 0.00457488 0.00484973 0.00359522 0.00213071 0.00411151 0.0055542 0.00577593 0.000758585 0.0015028 0.0057295 0.00566247 0.000720628 0.00181494 0.000324779 0.00499201 0.00558799 0.00316151 0.00553796 0.00462586 0.00182713 0.0063825 0.00595453 0.0047384 0.00748178 0.00901015 0.00592219 0.00196206
internal_weight=0 2769 819 795 723 260 352 234 463 439 151 125 1950 1908 105 72 51 166 144 201 416 200 43 216 194 108 86 53 86 68
internal_count=3121 2769 819 795 723 260 352 234 463 439 151 125 1950 1908 105 72 51 166 144 201 416 200 43 216 194 108 86 53 86 68
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 106 16 43 1446 2 43 16 4 47 12 14 12 49 48 14 1429 14 481 42 42 1447 3 484 1447 1213
split_gain=0.262809 0.0722234 0.0477462 0.0414661 0.0403693 0.0397637 0.0395702 0.0407131 0.0368542 0.0431985 0.0421193 0.0527399 0.0396668 0.0348395 0.0373721 0.0376433 0.0373227 0.0349558 0.0331787 0.0319919 0.0355753 0.0341574 0.0331946 0.0557586 0.084742 0.0803089 0.100188 0.130549 0.0936048 0.03779
threshold=0.11846000000000002 0.10188000000000001 -0.094654999999999975 0.14860500000000001 -0.010949999999999998 0.086340000000000014 -0.36241499999999999 -1.0000000180025095e-35 0.10734500000000001 0.15361500000000003 -0.073404999999999984 -0.004174999999999999 -0.49405499999999997 0.085505000000000012 0.11734000000000001 -0.46166999999999997 -0.081419999999999979 -0.049039999999999993 0.085130000000000025 -1.0000000180025095e-35 -0.091739999999999988 0.076175000000000007 -0.0015899999999999998 0.091735000000000025 0.088295000000000012 -0.085804999999999979 -0.083154999999999993 -0.081614999999999979 -0.086849999999999997 -0.083944999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 13 -5 19 -3 18 9 10 11 -4 -12 14 15 -2 -17 -18 -8 -1 -21 22 23 24 25 28 27 -27 -22 -24
right_child=3 2 8 4 -6 -7 7 -9 -10 -11 12 -13 -14 -15 -16 16 17 -19 -20 20 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0087709197434984783 0.0047536562091688847 0.0041828768718839152 0.010300289917670723 0.0013965941752995487 -0.0038116339117881255 0.0012059692329225633 -0.0039077010279288523 0.0029629570215345467 0.00031193952076137067 0.0005044259677600601 0.0065493108763915011 0.0053619458819249358 0.0035504307517877374 0.0040505164090083338 0.0057996130106039347 0.0026817481688340195 0.0030278325557620044 -0.0015948725483581627 0.0014251079988233479 0.0087051179535962923 0.0071402855298947554 0.0070262488933492163 0.0060753746724983033 0.010253171725863857 0.0025189623993355781 0.0063082336978285726 0.0051623679842322887 0.016870439969003202 -0.00065991606004536156 0.0046378094061948639
leaf_weight=24 26 96 28 46 22 26 20 72 20 23 57 95 195 93 20 56 21 74 28 27 40 84 208 28 66 22 41 25 25 1513
leaf_count=24 26 96 28 46 22 26 20 72 20 23 57 95 195 93 20 56 21 74 28 27 40 84 208 28 66 22 41 25 25 1513
internal_value=0 0.00481374 0.00387684 0.00193412 -0.000288421 0.00509274 0.00266962 0.00145902 0.00450067 0.00471115 0.00496917 0.00648612 0.00422875 0.00245527 0.00170218 0.00123919 0.000634052 -0.000573011 -0.000796896 0.00514079 0.00509888 0.00505143 0.00496714 0.00605123 0.00551399 0.00680597 0.00877499 0.0119264 0.00414021 0.00481155
internal_weight=0 2763 634 358 68 2129 216 120 418 398 375 123 252 290 197 177 151 95 48 2103 2079 2052 1968 247 219 153 88 47 65 1721
internal_count=3121 2763 634 358 68 2129 216 120 418 398 375 123 252 290 197 177 151 95 48 2103 2079 2052 1968 247 219 153 88 47 65 1721
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=31
num_cat=0
split_feature=4 3 9 2 44 4 1 2 9 16 159 52 13 15 160 160 43 123 2 3 50 3 3 3 2 16 16 0 133 3
split_gain=0.221801 0.0702253 0.0566161 0.0440898 0.0426761 0.0438082 0.0498533 0.0568291 0.0653131 0.0459743 0.0455516 0.0439469 0.0477868 0.0656427 0.0401576 0.0414902 0.111469 0.0396149 0.0367307 0.0358957 0.0358556 0.0392467 0.0903379 0.103581 0.0485878 0.0477237 0.046052 0.0697363 0.04824 0.0461699
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 0.081805000000000017 -0.073934999999999987 0.092390000000000014 0.09358000000000001 0.081890000000000004 -0.0092699999999999987 -0.085489999999999997 0.11277500000000001 -0.085384999999999975 0.093575000000000019 -0.10151499999999998 -0.013084999999999998 -0.018859999999999998 0.083855000000000013 0.10644500000000001 -0.017889999999999996 0.11564500000000001 -0.080104999999999996 -0.081234999999999988 -0.080634999999999984 0.084305000000000005 0.18438500000000005 -0.082039999999999988 -0.082724999999999979 -0.12788999999999998 -0.090164999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -2 5 10 -7 8 -8 18 -4 14 -13 -14 -12 16 -16 -1 -9 -20 21 22 24 -24 26 -23 27 28 -17 -28
right_child=3 -3 4 -5 -6 6 7 9 -10 -11 11 12 13 -15 15 20 -18 -19 19 -21 -22 25 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0022254715407533303 0.0020101813497422506 0.0013029412573323006 0.0082401265890803179 -0.002424195064425779 0.0078153306783765152 0.0044271501946182047 0.0043799416271809366 0.00015380401081139489 -0.001564240362495184 -0.0010109044117853046 0.0085673378516609479 0.0059630685612897978 -0.0038903510180534799 0.0042116659844759858 -0.002733756625908427 0.010045695574633008 0.0063780541752529304 0.0035201710288155098 0.0017635035328567028 0.0076170532829234047 0.0012020807708419548 0.0078219140945941842 -0.0029071537837866818 0.0056515806399357431 0.0045145246701743585 0.0039065112546086316 0.0069697435175140321 0.013041478479281068 0.0052338974984564093 0.002849207213761187
leaf_weight=21 341 74 40 24 38 1138 244 28 20 50 30 22 20 20 25 29 29 28 20 22 24 101 31 26 428 45 52 20 74 57
leaf_count=21 341 74 40 24 38 1138 244 28 20 50 30 22 20 20 25 29 29 28 20 22 24 101 31 26 428 45 52 20 74 57
internal_value=0 0.00434187 0.00442572 0.00171861 0.0044884 0.00443968 0.00409469 0.00310945 0.00392962 0.00130505 0.00492903 0.00480081 0.00221958 0.000160657 0.00496563 0.0048508 0.00215962 0.00105775 0.00295931 0.00482965 0.00501464 0.00512067 0.00481636 0.00099683 0.00514623 0.00661511 0.00631161 0.00763791 0.00658868 0.00481497
internal_weight=0 2756 2682 365 2633 2595 1522 384 264 120 1073 1033 62 40 971 941 54 49 70 42 887 863 717 57 660 146 232 123 103 109
internal_count=3121 2756 2682 365 2633 2595 1522 384 264 120 1073 1033 62 40 971 941 54 49 70 42 887 863 717 57 660 146 232 123 103 109
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=31
num_cat=0
split_feature=4 149 2 3 149 14 16 4 12 13 39 151 1427 3 1373 15 48 160 48 3 1 49 2 1373 1375 0 14 12 1453 1447
split_gain=0.18131 0.0772084 0.0675462 0.0517537 0.0435125 0.0356835 0.0632978 0.0360911 0.034754 0.0498999 0.0424194 0.0335286 0.0365492 0.0658552 0.0313522 0.0360265 0.0465008 0.042904 0.0435568 0.0320513 0.0394748 0.0290153 0.0310161 0.0274884 0.0322869 0.0389635 0.0659907 0.025349 0.0237452 0.0398704
threshold=0.36766000000000004 0.07770500000000001 0.17025000000000004 0.31299000000000005 0.08618000000000002 -0.42495999999999995 -0.16927999999999996 0.51303500000000013 0.092255000000000018 -0.016469999999999995 0.094675000000000009 0.26900000000000007 0.083935000000000023 -0.082794999999999994 0.092315000000000022 -0.14712999999999996 0.084855000000000014 -0.40957499999999997 0.086035000000000014 0.12178000000000001 0.11146500000000002 0.093350000000000002 0.092875000000000013 0.078175000000000008 -0.090674999999999992 -0.14832499999999996 0.077685000000000018 0.081420000000000006 -0.13306499999999996 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 11 7 8 -2 10 -10 -7 12 14 -14 15 21 23 -18 -19 20 -20 27 -23 24 -17 26 -26 -1 -27 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16 16 17 18 19 -21 -22 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0092743154299179363 0.0047760051885797159 0.0065301040311977789 -0.00053720676805824041 0.00065740104653238456 0.0005985456443316228 0.0024074235057472723 -0.004877182875671203 3.5299022252169937e-05 -0.0053124328801641245 0.0014508166258262161 -0.0013562310504941987 0.00016369504367255353 0.0096729827087074227 0.0034381717624556692 0.00017536692986530917 0.00045841616277660552 -0.0011972805873180429 -0.00090363330576413627 0.0036706769985940836 0.0071112400386482482 -7.4028674134751782e-05 0.0011798687657574192 0.0061205965643576178 0.0075811519267280471 0.0094985092330413575 0.00070960201722170631 0.0039711916874188725 0.0055546321920426737 0.0061456927916232317 0.0039902562743691673
leaf_weight=28 42 27 34 47 37 129 21 26 20 24 39 22 32 36 21 24 24 24 234 23 32 24 27 23 36 21 54 53 90 1847
leaf_count=28 42 27 34 47 37 129 21 26 20 24 39 22 32 36 21 24 24 24 234 23 32 24 27 23 36 21 54 53 90 1847
internal_value=0 0.00140743 0.00389277 0.00394736 0.00400438 0.000947923 0.00035972 0.00296338 0.00087847 -0.00162339 0.00153372 0.00405149 0.00408373 0.0063722 0.00402353 0.00405504 0.00396771 0.00287747 0.00318991 0.00352985 0.00322019 0.00566401 0.00379555 0.00414309 0.00410493 0.00414766 0.00618212 0.00684045 0.00405415 0.00409041
internal_weight=0 328 2793 2759 2712 301 233 68 212 44 168 2675 2653 68 2585 2564 2432 337 313 289 266 132 51 2095 2072 2048 90 81 1958 1937
internal_count=3121 328 2793 2759 2712 301 233 68 212 44 168 2675 2653 68 2585 2564 2432 337 313 289 266 132 51 2095 2072 2048 90 81 1958 1937
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 4 14 2 34 0 49 0 4 131 2 4 1 42 52 47 13 4 0 49 131 16
split_gain=13.9869 2.41772 1.53781 1.14928 0.726702 0.72392 0.459375 0.442407 0.410683 0.352786 0.336774 0.320578 0.256841 0.231215 0.371543 0.187384 0.163388 0.137655 0.144461 0.135887 0.128935 0.118044 0.114486 0.110358 0.110337 0.102897 0.163671 0.0970785 0.0922275 0.0921985
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 -0.10474999999999998 0.0065400000000000015 -0.23091999999999999 0.0082450000000000006 0.082750000000000004 0.31358000000000003 0.27834500000000006 0.085605000000000014 0.086555000000000007 -0.56176499999999996 0.090100000000000013 -1.0000000180025095e-35 -0.51253999999999988 -0.067624999999999977 -0.053364999999999996 0.09031500000000002 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 10 11 -5 15 -6 13 12 -4 14 20 -7 21 18 -13 -14 -1 25 -17 -3 -21 -15 -27 -9 -2 -22
right_child=1 2 6 7 9 8 -8 27 -10 -11 -12 17 19 16 -16 22 -18 -19 -20 24 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00069406303822165249 0.0007921462718447948 0.00038473610196371611 0.0001731943879996818 0.00069978051575066169 0.00067257243739149842 0.00051943054344473776 0.00047009561672830429 0.00049036149549992996 0.0005002333325637208 0.00042878879202099267 0.00090631346049224325 0.00016188415483286528 0.00045704875454105729 0.00092336395499753024 0.00088186225829980317 0.00081355710729569687 0.00066214849805871557 0.00029516800726745639 -3.0947159747501801e-05 0.00024366251317099608 0.00046029179383623203 0.00074620911038420152 0.00070150290400062057 0.00050879727510333645 0.0004170573551301696 0.0007868659305692731 0.00064982388992937336 0.00033287807440786967 0.00064519965424646739 0.00063216224117995862
leaf_weight=43 52 199 45 34 74 21 37 34 41 33 62 59 32 20 26 37 56 20 20 43 24 494 667 32 21 785 35 27 24 24
leaf_count=43 52 199 45 34 74 21 37 34 41 33 62 59 32 20 26 37 56 20 20 43 24 494 667 32 21 785 35 27 24 24
internal_value=0 0.00041581 0.000375038 0.000731961 0.0004638 0.000740563 0.00026673 0.000520553 0.000691151 0.000597387 0.000764686 0.000235377 0.000295426 0.000758859 0.000675146 0.000701948 0.000765905 0.000149854 0.000113066 0.000352721 0.000616084 0.000770261 0.000707392 0.000401922 0.000300558 0.000784406 0.000781017 0.000420656 0.000745742 0.000546227
internal_weight=0 691 615 2430 338 2335 277 95 766 107 1569 240 141 1507 117 725 1390 99 79 96 91 1334 704 231 64 840 820 61 76 48
internal_count=3121 691 615 2430 338 2335 277 95 766 107 1569 240 141 1507 117 725 1390 99 79 96 91 1334 704 231 64 840 820 61 76 48
is_linear=0
shrinkage=0.00196078


Tree=6578
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 1 2 2 1 52 4 1 150 14 13 4 1 0 1 12 16 43 4 0 13 1447 4
split_gain=14.7247 1.9498 1.52604 1.02039 0.981608 0.703424 0.663054 0.50228 0.400776 0.397122 0.341808 0.278404 0.237306 0.220517 0.242636 0.390169 0.210881 0.187829 0.181634 0.169701 0.145787 0.136782 0.12117 0.119199 0.118265 0.117883 0.108609 0.10642 0.101843 0.0991742
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.31534000000000006 0.14122000000000004 -0.025214999999999998 0.09253500000000002 0.089885000000000007 0.11177500000000001 0.091195000000000012 0.048770000000000008 -0.013514999999999998 0.086920000000000011 0.081835000000000019 0.062655000000000016 -0.16152999999999998 -0.019614999999999997 0.122715 -0.066089999999999996 0.12656000000000003 0.090285000000000018 -0.008904999999999998 -0.080324999999999994 0.04735000000000001 -0.057069999999999989 -0.47860499999999995 -0.082869999999999985 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 6 7 9 21 -4 11 -9 16 27 17 22 -16 -1 -11 -12 29 -13 -3 25 -20 -10 -15 -23 -7 -19 -2
right_child=1 5 8 -5 -6 12 -8 10 24 13 18 20 -14 14 15 -17 -18 28 23 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007897919300414053 0.00081813403106982411 0.00034823929267825888 0.00069523015915660025 0.00038621186987740233 0.00046615281363458153 0.00016545338021614546 0.00051128936059405955 0.00060583931284354008 0.00048668963928558243 0.00057673005093268202 0.00056205269953637734 0.00073732492744249002 0.00030018067128516969 0.00081880619240921903 0.00075428745873710686 0.00037588447370979795 0.00091007352420046858 0.0008855194170842702 0.00040017989404893527 0.00055380763980025392 0.00056619492420764944 0.00016291996081983684 0.00068320182817859247 0.00024343190509629284 0.00031414599063085355 0.00070896521292743403 0.00030564008305577041 -6.1459875295815221e-06 0.00075940975960768486 0.00067705266450539009
leaf_weight=1117 30 80 34 74 45 33 41 39 56 21 20 216 34 65 20 22 59 26 66 29 21 41 214 26 21 89 41 24 464 53
leaf_count=1117 30 80 34 74 45 33 41 39 56 21 20 216 34 65 20 22 59 26 66 29 21 41 214 26 21 89 41 24 464 53
internal_value=0 0.000398757 0.000742732 0.000564881 0.000753044 0.000322274 0.000758479 0.00036639 0.000517924 0.000762822 0.000447748 0.000783471 0.000170534 0.000731142 0.00069727 0.000556076 0.000795826 0.000758319 0.000392698 0.000682931 0.000722162 0.000290556 0.000713385 0.000355882 0.000439632 0.000755327 0.00023428 9.3201e-05 0.000766101 0.000728046
internal_weight=0 590 2531 186 2420 404 2375 313 111 2334 151 1413 91 921 410 42 1176 511 112 112 237 162 368 92 77 154 82 57 490 83
internal_count=3121 590 2531 186 2420 404 2375 313 111 2334 151 1413 91 921 410 42 1176 511 112 112 237 162 368 92 77 154 82 57 490 83
is_linear=0
shrinkage=0.00196078


Tree=6579
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 2 47 2 1 12 52 52 47 1 2 131 10 3 12 34 2 4 15 457 13
split_gain=20.5946 3.28688 2.22693 1.83614 1.16135 0.923465 0.89252 0.637738 0.588566 0.53026 0.525483 0.477518 0.428022 0.281776 0.225242 0.184037 0.181973 0.161865 0.156628 0.272292 0.151395 0.129538 0.126978 0.125519 0.123386 0.150095 0.197648 0.171055 0.123356 0.13674
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.17025000000000004 0.092845000000000025 0.11474000000000002 0.13082500000000002 0.089885000000000007 0.090540000000000023 0.11472500000000001 -0.56176499999999996 -0.16675999999999999 0.090100000000000013 0.088975000000000012 0.097845000000000015 0.091440000000000007 -0.38124499999999995 1.0000000180025095e-35 0.096475000000000019 -1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 -0.45963999999999994 0.095565000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 6 7 12 11 -5 23 14 13 -1 24 -14 -9 22 -17 -20 -2 -10 -3 -6 -4 26 -26 -28 29 -24
right_child=1 2 8 9 10 -7 -8 16 21 -11 -12 -13 15 -15 -16 18 -18 -19 19 -21 -22 -23 28 -25 25 -27 27 -29 -30 -31
leaf_value=0.00092001366618165022 0.00092712457771308189 0.00039554804210840863 0.00019823410471296553 0.00079082084704184576 0.0009031416300465079 0.00061231033840015818 0.00051095130232473214 0.00089414762524778354 0.00019514405081583552 0.00049236268145975721 0.00046612355809390934 0.00057136018294841047 0.00097245399728579721 0.00084643475732215645 0.00050895643730958305 0.00085193130439587049 0.0011080283331115861 0.00059300004966685407 0.00058007387139493859 0.00084136755754321633 0.00072741898251514798 -3.7265924609028823e-06 0.00047865086683520562 0.00073857111494843601 0.0005188532405703334 0.00022617285895788585 0.00044862177017745741 0.00022705683719601716 0.00037918972793747396 0.00066727534892724793
leaf_weight=1092 54 99 43 37 28 48 24 20 34 60 24 32 45 245 20 743 65 33 23 46 20 20 45 49 24 43 21 37 25 22
leaf_count=1092 54 99 43 37 28 48 24 20 34 60 24 32 45 245 20 743 65 33 23 46 20 20 45 49 24 43 21 37 25 22
internal_value=0 0.000483288 0.000435124 0.000870581 0.000544899 0.000881489 0.000887099 0.00089106 0.000304917 0.000606208 0.000719455 0.00034994 0.000884604 0.000906531 0.000312251 0.000850397 0.0010577 0.000466194 0.000843632 0.00075427 0.00087315 0.000121488 0.000444285 0.000798415 0.000288834 0.000320001 0.000369203 0.000307279 0.000496729 0.000540587
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 101 220 2194 1337 188 857 85 224 812 69 74 54 191 77 168 125 82 58 92 67
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 101 220 2194 1337 188 857 85 224 812 69 74 54 191 77 168 125 82 58 92 67
is_linear=0
shrinkage=0.00196078


Tree=6580
num_leaves=31
num_cat=0
split_feature=1 12 44 4 39 475 1 15 4 3 12 16 0 0 151 42 3 52 15 14 0 13 0 15 150 151 34 2 4 160
split_gain=0.315352 0.0874749 0.0568506 0.0498821 0.0603488 0.0485444 0.0611203 0.0461651 0.0435983 0.0408739 0.0422968 0.0408002 0.0402306 0.053867 0.0510472 0.0454329 0.0595978 0.0433929 0.0570093 0.0700285 0.037792 0.0857642 0.0362679 0.0347276 0.0344456 0.03421 0.0337734 0.057841 0.0336865 0.0328347
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.085425000000000015 -0.074744999999999992 0.095950000000000021 -1.0000000180025095e-35 0.053180000000000012 0.31370500000000007 -0.42850999999999995 0.24134000000000003 -0.089964999999999976 -0.089019999999999974 -0.088054999999999981 0.09112000000000002 -0.047929999999999993 0.084735000000000019 -0.040804999999999994 0.078745000000000009 -0.083674999999999986 -0.081829999999999986 -0.097734999999999989 -0.088749999999999982 0.091105000000000005 0.095500000000000015 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 7 24 -5 12 26 -11 -1 14 -14 -3 16 25 18 23 22 21 -17 -20 -16 -7 29 -2 -28 -29 -15
right_child=9 8 -4 5 -6 6 -8 -9 -10 10 -12 -13 13 15 17 20 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.010180545759697755 0.00018148169661539476 0.0029835538551842254 0.0084597980090378166 0.0036127662949729713 0.0011303511494770648 0.0057906076705250319 0.0028042166354586293 -0.0031817208789288996 0.0044435317377942091 0.0031046600437120483 -0.0013667172106839385 0.0054794717517021732 0.0014511689521192065 0.0025631901621818547 0.0074713196251777157 0.0068893606266514822 0.0010341709741624073 0.0054924651398323482 0.015124993379045602 0.0058756836983202788 0.0051037694635759365 -0.0013905914273546561 0.0099834283485132121 0.0028065932565368712 0.0013793102093040944 0.0023322299210121857 0.0053693439057573723 0.0057500581778142422 0.0014138862909081195 0.006227699700862406
leaf_weight=30 42 31 30 20 20 154 232 20 280 34 56 48 31 25 79 22 24 92 23 27 334 29 34 20 20 24 83 21 122 1114
leaf_count=30 42 31 30 20 20 154 232 20 280 34 56 48 31 25 79 22 24 92 23 27 334 29 34 20 20 24 83 21 122 1114
internal_value=0 0.0053207 0.0042219 0.00398819 0.006031 0.00353933 0.00386679 0.000215523 0.00560883 0.00216633 0.00032247 0.00728758 0.00577974 0.00557917 0.00683045 0.00566058 0.00596675 0.0072641 0.00815476 0.0100709 0.00471662 0.00218115 0.0120581 0.00652895 0.00528356 0.00606854 0.00278553 0.00326947 0.00205067 0.00614727
internal_weight=0 2763 574 544 98 446 406 40 2189 358 90 78 1909 1603 306 1572 1187 275 183 84 385 51 57 99 174 1163 268 226 143 1139
internal_count=3121 2763 574 544 98 446 406 40 2189 358 90 78 1909 1603 306 1572 1187 275 183 84 385 51 57 99 174 1163 268 226 143 1139
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 2 2 0 1 150 2 4 0 4 15 34 2 4 15 49 47 3 49 475 0 15
split_gain=25.7846 4.38176 2.76871 2.1894 1.54303 1.24173 0.822092 0.772193 0.770909 0.624913 0.621403 0.527735 0.664816 0.46051 0.452912 0.382416 0.331384 0.286274 0.246681 0.243401 0.23294 0.282683 0.228924 0.226769 0.210134 0.199526 0.176619 0.168844 0.159589 0.165179
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14122000000000004 -0.10607499999999999 0.085345000000000018 1.0000000180025095e-35 0.16394500000000004 0.0082450000000000006 -0.080689999999999984 -0.55119499999999988 -0.097454999999999986 -1.0000000180025095e-35 0.13754500000000003 0.42051500000000003 -0.45963999999999994 -0.067649999999999988 0.090100000000000013 -0.12711499999999995 -0.053364999999999996 -0.066784999999999983 -0.15202999999999997 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 8 14 -5 11 -6 13 12 28 27 19 16 -13 -18 -14 -4 21 -21 -23 -20 -3 -19 -9 -7 -1 -30
right_child=1 2 6 7 9 10 -8 26 -10 -11 -12 15 18 -15 -16 -17 17 25 23 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001153299123531514 0.0010149401369525463 0.00050698693216129245 0.00023756049938646019 0.00093705385210123579 0.00090998334016604426 0.0010495971958592253 0.00062792581877714113 0.00066627161631053426 0.0012107521221577956 0.00054761574061867456 0.0006756206641064102 0.0010509534522572918 0.00091551758694244996 0.00068190581771932651 0.00016473875475144238 0.0009076156196933167 0.0012053133632419259 0.00084497927523711147 0.00080756893125819224 0.00061049249335300051 0.00030544371129164664 0.00053496703341165009 0.00026030296013698361 0.00051583343095917443 0.00067643167996647388 0.00099253310740303143 0.00045797569441726838 0.00093005845452526637 0.0010480680058594621 0.00084296795644911166
leaf_weight=23 71 191 45 34 77 53 37 34 79 24 41 1036 22 27 59 104 23 38 20 33 55 20 28 21 33 484 29 318 36 26
leaf_count=23 71 191 45 34 77 53 37 34 79 24 41 1036 22 27 59 104 23 38 20 33 55 20 28 21 33 484 29 318 36 26
internal_value=0 0.000554243 0.000499908 0.000987598 0.000622672 0.000999509 0.000355872 0.000698911 0.0010211 0.000823876 0.000905465 0.00101293 0.000900667 0.000929142 0.00031393 0.00102279 0.00103036 0.000991225 0.00074802 0.000362562 0.000403923 0.000470791 0.000374746 0.000658143 0.00053195 0.000981792 0.000570389 0.000947135 0.00101381 0.000962058
internal_weight=0 673 602 2448 325 2351 277 97 1912 101 439 1833 148 398 240 1685 1581 545 63 181 136 81 48 41 224 522 63 371 85 62
internal_count=3121 673 602 2448 325 2351 277 97 1912 101 439 1833 148 398 240 1685 1581 545 63 181 136 81 48 41 224 522 63 371 85 62
is_linear=0
shrinkage=0.00196078


Tree=6582
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 2 3 14 42 4 2 4 2 3 52 1 2 43 123 10 14 1 12 15 131 0 472 16 1429 42
split_gain=9.07463 1.53446 1.03179 0.70502 0.530076 0.524189 0.425487 0.349484 0.346882 0.290824 0.258963 0.242179 0.240569 0.198404 0.139071 0.154958 0.245944 0.115571 0.104055 0.102493 0.0808854 0.0782911 0.0768336 0.0766162 0.0734647 0.0712426 0.0693852 0.140093 0.171274 0.13236
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.076779999999999987 0.10467500000000002 0.14122000000000004 -0.022174999999999997 0.062655000000000016 -0.0060199999999999993 0.27834500000000006 0.17025000000000004 0.42051500000000003 0.089885000000000007 0.30112000000000005 -0.56176499999999996 0.088975000000000012 0.09678500000000001 -0.080324999999999994 0.088205000000000019 -0.38124499999999995 -0.23083499999999998 0.086920000000000011 0.095780000000000018 0.090455000000000021 0.09031500000000002 -0.062294999999999996 -0.019179999999999999 0.013515000000000001 0.083810000000000009 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 8 6 7 25 9 -1 12 11 13 21 18 -14 22 -17 -10 -4 -12 -6 26 -16 -9 -2 -3 -5 -28 29 -29
right_child=1 2 10 5 20 -7 -8 23 17 -11 19 -13 14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00056857188433116551 0.00063412224559245424 0.00058618936166968398 0.00040461380486235473 0.00070630735110796582 0.00038716416691961269 0.00037179514062014109 0.00031765790938861026 0.00077053617192980118 0.00039661592741094666 0.00037138727979888565 0.00015234753990066782 0.00017721174945934106 0.00067584465287126366 0.00017189939240042386 0.00058632318635299058 0.00030109142459623531 0.00055500260718605097 0.00022044995311587889 0.00023945697030856037 -2.4549118334463998e-05 0.00029002563444415787 0.00058661258764464239 0.00054569385065665697 0.00065180137975582632 0.00050297212829582044 0.00045404966457996489 0.0006237488665086858 0.00068536075468076253 0.0003806217164531642 0.0005010698717570546
leaf_weight=40 52 62 55 34 41 41 46 48 41 23 34 118 43 30 433 22 44 22 20 20 168 402 305 37 24 21 815 29 20 31
leaf_count=40 52 62 55 34 41 41 46 48 41 23 34 118 43 30 433 22 44 22 20 20 168 402 305 37 24 21 815 29 20 31
internal_value=0 0.000329862 0.00029738 0.000584515 0.000370086 0.000591541 0.000468923 0.000595483 0.000425767 0.000590718 0.000208663 0.000238165 0.000593034 0.000306666 0.000567202 0.000561391 0.000470366 0.000335098 0.000360572 8.68303e-05 0.000309082 0.000609473 0.000569532 0.000718852 0.000592706 0.000552756 0.000619366 0.000616063 0.000537763 0.000590144
internal_weight=0 691 615 2430 338 2327 129 2286 103 2201 277 223 2178 105 847 804 66 63 75 54 209 1331 738 85 76 83 929 895 80 60
internal_count=3121 691 615 2430 338 2327 129 2286 103 2201 277 223 2178 105 847 804 66 63 75 54 209 1331 738 85 76 83 929 895 80 60
is_linear=0
shrinkage=0.00196078


Tree=6583
num_leaves=31
num_cat=0
split_feature=1 1 44 16 10 4 2 131 454 1 133 1 2 13 4 16 42 42 51 51 151 1 1 0 4 47 3 12 1455 160
split_gain=0.386744 0.100658 0.0701545 0.0745232 0.0502193 0.0490749 0.0428475 0.0394288 0.034354 0.0458908 0.0417705 0.0454354 0.0564966 0.0406617 0.0338764 0.0318312 0.0310528 0.0718474 0.0433745 0.0382478 0.0357684 0.0373115 0.0574266 0.0497377 0.0438454 0.0385191 0.0478088 0.0352714 0.0305558 0.0422408
threshold=0.10337500000000001 0.14262000000000002 0.087770000000000015 0.40020000000000006 -0.074314999999999978 0.40124500000000002 0.092120000000000021 0.093840000000000021 -0.037229999999999992 0.11551000000000002 0.086990000000000012 0.10871500000000002 0.11362000000000001 -0.0075049999999999987 0.51164000000000009 -0.046599999999999996 0.075730000000000006 0.086375000000000021 -0.16666999999999996 -0.26622499999999999 -0.086769999999999986 0.10022000000000002 0.08864000000000001 -0.10324499999999999 -0.15464999999999998 0.07813500000000001 -0.11171999999999999 0.11734000000000001 -0.23681499999999997 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 8 -3 6 28 14 -2 10 11 15 13 -13 -6 -10 18 -18 19 -8 -20 22 23 -22 -24 26 -25 -19 -1 -30
right_child=1 4 -4 -5 7 -7 16 -9 9 -11 -12 12 -14 -15 -16 -17 17 27 20 -21 21 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=0.010208688181062991 -0.00069072726847870013 -0.0035496701407034628 0.009562444596932354 0.0061310224409680814 0.001494456476908415 0.0014611080680465834 0.0056987733981562396 -0.0020982940960675481 0.0050664721739436085 0.0024672315599618667 0.0015088130361758747 0.011610546804821263 0.0041527144888487575 0.0060178543727558396 0.0064083099779963966 0.00099259283777107217 0.010577223676123791 0.0061704652635908774 0.00055196577062209442 0.01073401663452387 0.0081206979341170004 0.008604794841570158 0.0043803315819241108 -0.0006480616517364979 -0.0021619475091851892 0.0083974961212582213 0.0045144970103430607 0.0029055471268883276 0.0021048944189467214 0.0065179863019958865
leaf_weight=22 21 22 22 112 47 22 48 20 44 233 39 26 52 26 20 34 35 313 21 22 44 24 20 20 21 22 174 37 22 1536
leaf_count=22 21 22 22 112 47 22 48 20 44 233 39 26 52 26 20 34 35 313 21 22 44 24 20 20 21 22 174 37 22 1536
internal_value=0 0.00351748 0.0040184 0.00381061 0.00071878 0.00616244 0.00620588 0.00179816 0.00326349 0.00344639 0.00447872 0.00511512 0.00648346 0.0088142 0.00296128 0.00329068 0.00561009 0.00625731 0.0050111 0.00728128 0.00455182 0.00481027 0.00450772 0.00505622 0.00102941 0.00443197 0.00398227 0.00582532 0.00650793 0.00645567
internal_weight=0 718 609 587 109 2403 2381 87 475 454 221 182 104 52 67 78 801 385 416 70 346 325 301 260 41 216 194 350 1580 1558
internal_count=3121 718 609 587 109 2403 2381 87 475 454 221 182 104 52 67 78 801 385 416 70 346 325 301 260 41 216 194 350 1580 1558
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=31
num_cat=0
split_feature=1 3 2 12 3 1452 52 52 39 151 40 48 13 12 1 402 43 43 4 132 402 1213 133 133 2 1454 1451 52 1210 43
split_gain=0.316087 0.0661221 0.0484981 0.0478128 0.0711988 0.0424933 0.0378469 0.0561775 0.0411355 0.045755 0.0409738 0.0378595 0.0522032 0.0366126 0.0580718 0.0415963 0.0399006 0.0358666 0.0357853 0.0356367 0.0510185 0.0575507 0.0397133 0.0385332 0.0792912 0.0434487 0.0466188 0.0397808 0.0345514 0.0339641
threshold=0.10920500000000001 -0.049509999999999992 0.31358000000000003 0.078300000000000008 0.12178000000000001 0.086765000000000023 -0.088614999999999985 -0.080114999999999978 0.10076500000000001 0.050660000000000004 -0.079954999999999984 -0.07175999999999999 -0.065824999999999981 0.087830000000000005 0.089875000000000024 0.2506000000000001 0.08845500000000002 0.060960000000000007 -0.036839999999999991 0.10790500000000001 0.11232500000000002 0.104315 0.11101000000000001 0.087985000000000022 0.091185000000000002 0.083100000000000021 1.0000000180025095e-35 -0.14813999999999997 -0.089089999999999989 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 -3 4 5 6 -1 10 9 11 -8 -9 -13 14 16 -15 17 19 -2 20 21 22 23 24 25 26 27 -5 -29 -30
right_child=1 2 -4 13 -6 -7 7 8 -10 -11 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0061114482190720897 0.0073783413161326089 0.0023635565132384987 -0.0023768865827309051 0.0021011770481155034 -0.0011486398765728587 0.0089960548237128096 0.0035617624489324437 0.0027530544478370734 0.00067107253246080211 0.00080629452555017037 -0.0016230478210167753 0.0027953303066279855 0.0072863667393297266 0.0054199680162424933 0.0012555497035424672 0.0011297995346071928 0.010131096489365317 0.0021436996203625484 0.003736643801204156 0.0021746088762301954 0.010717817891849404 0.0015765904834261165 0.01085308599023847 0.0044600576385261216 0.011403676104435529 0.0024408367341729226 0.011171104665845633 0.0027882753679042927 0.0063658000248393992 0.0088297712948492996
leaf_weight=116 33 350 23 21 21 23 35 37 23 22 27 33 120 1299 23 23 27 21 148 20 27 25 20 94 33 27 21 23 339 67
leaf_count=116 33 350 23 21 21 23 35 37 23 22 27 33 120 1299 23 23 27 21 148 20 27 25 20 94 33 27 21 23 339 67
internal_value=0 0.00283228 0.00207125 0.00546608 0.00453873 0.00481267 0.00457969 0.00398143 0.00468786 0.00512364 0.00130386 0.00562354 0.00631771 0.00566693 0.00620648 0.00534533 0.00635533 0.00621719 0.0044006 0.0063365 0.00645592 0.00628417 0.00646664 0.00632627 0.00665663 0.00634207 0.00656571 0.00635079 0.00655881 0.00677242
internal_weight=0 554 373 2567 457 436 413 297 235 212 62 190 153 2110 788 1322 765 738 181 717 697 670 645 625 531 498 471 450 429 406
internal_count=3121 554 373 2567 457 436 413 297 235 212 62 190 153 2110 788 1322 765 738 181 717 697 670 645 625 531 498 471 450 429 406
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=31
num_cat=0
split_feature=4 2 149 123 3 14 16 133 15 12 13 39 4 14 133 13 124 48 42 4 43 1375 3 15 1 48 48 159 160 133
split_gain=0.265264 0.0886204 0.0740844 0.0616948 0.0391773 0.0378755 0.0638815 0.0346849 0.0324012 0.0318414 0.0424081 0.0397475 0.0316972 0.0315115 0.0299165 0.030532 0.0380692 0.0283406 0.0281263 0.0279844 0.0518181 0.0450353 0.045767 0.0997479 0.0537228 0.0397292 0.0647117 0.0390583 0.0565629 0.0497556
threshold=0.36766000000000004 0.14285500000000004 0.07770500000000001 1.0000000180025095e-35 0.30112000000000005 -0.42495999999999995 -0.16927999999999996 0.017095000000000003 -0.03241999999999999 0.092255000000000018 -0.016469999999999995 0.094675000000000009 0.51303500000000013 -0.10708499999999999 -0.030254999999999994 -0.0093149999999999986 -0.081949999999999981 0.083685000000000009 0.086665000000000006 -0.073934999999999987 -0.081154999999999991 -0.14438999999999999 -0.096099999999999977 0.082685000000000022 0.083345000000000016 0.092475000000000016 0.078735000000000013 0.11058000000000003 -0.52641999999999989 0.088625000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 13 12 9 8 -3 11 -11 -7 -2 -1 -5 17 -17 -16 -19 25 27 -22 23 24 -23 26 -15 28 -21 -30
right_child=2 7 -4 14 -6 6 -8 -9 -10 10 -12 -13 -14 19 15 16 -18 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0083067106432281445 0.0051334954719918433 0.0022061406797023887 0.0068264321885416635 0.0062346828713392222 0.0019307411690533628 0.0027464188158971459 -0.0045086454200957511 0.0042471006218179619 -0.0026832352210160184 -0.0045221031957771631 0.0017128069928124508 -0.00089677516266536451 0.00069072809162137741 0.0054312492805468036 0.0011174580202467979 -0.0022065309205432783 0.0035179911669166314 0.0069522102332363533 0.0023593126781634058 0.010672389701093464 8.1393634900450713e-06 0.0027715435600839558 0.0046111828836895236 0.0077263359609059988 -0.0041405602702466043 0.0023027401477193985 0.010686050887791983 0.001663831524550915 0.0060856055061105779 0.0038016470636479389
leaf_weight=30 42 33 27 24 40 129 21 34 23 20 24 39 26 996 31 26 21 30 24 22 24 22 787 20 23 39 24 25 366 129
leaf_count=30 42 33 27 24 40 129 21 34 23 20 24 39 26 996 31 26 21 30 24 22 24 22 787 20 23 39 24 25 366 129
internal_value=0 0.00481464 0.00180847 0.00491742 0.00503566 0.00135835 0.00075235 0.00172766 0.000198004 0.00127349 -0.00112124 0.00190068 0.00343479 0.0050852 0.002987 0.00239651 0.000351234 0.00352742 0.00491092 0.00504618 0.00475571 0.00428021 0.00440055 0.00185027 -0.00076131 0.00543512 0.00555489 0.00552423 0.0057109 0.00549039
internal_weight=0 2793 328 2703 2547 301 233 90 56 212 44 168 68 2507 156 132 47 85 54 2477 1418 876 852 65 45 1059 1020 542 517 495
internal_count=3121 2793 328 2703 2547 301 233 90 56 212 44 168 68 2507 156 132 47 85 54 2477 1418 876 852 65 45 1059 1020 542 517 495
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=31
num_cat=0
split_feature=1 2 97 150 12 1 1 0 52 1 16 4 12 3 14 11 44 0 51 4 2 1374 0 1446 11 4 4 16 51 475
split_gain=0.217551 0.0694954 0.0373577 0.0370192 0.0596481 0.0347705 0.0338588 0.041406 0.033725 0.047145 0.0324085 0.0322297 0.0346222 0.0444872 0.0316433 0.0292794 0.0286959 0.0330164 0.0725341 0.0475942 0.0516948 0.030996 0.0305542 0.0302951 0.0394762 0.0319382 0.0730736 0.0529303 0.0287003 0.0452231
threshold=0.12000500000000001 0.10188000000000001 -0.083924999999999986 1.0000000180025095e-35 0.087995000000000004 0.10439500000000002 0.14860500000000001 -0.010949999999999998 -0.077024999999999996 0.10887500000000001 -0.25582999999999995 -0.031404999999999995 -0.10022999999999999 -0.010424999999999999 0.076175000000000007 0.075910000000000019 1.0000000180025095e-35 -0.11173999999999999 -0.031924999999999995 0.0033150000000000007 0.088665000000000008 0.088460000000000011 -0.15599999999999997 0.11581000000000001 0.079300000000000009 -0.35136499999999998 -0.111605 0.18438500000000005 -0.085734999999999992 0.0030750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 11 10 -7 -10 -8 -2 -13 -14 16 -16 17 18 -4 22 -21 23 -20 24 25 27 -27 -19 29 -28
right_child=6 3 14 4 -6 8 7 -9 9 -11 -12 12 13 -15 15 -17 -18 21 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0012744574659419331 0.0047247866975007264 0.0037764390705669736 -0.0025083442008326531 -0.0028728509388331858 0.0067273525090422483 0.0045412825332109439 -0.0014200709675523367 -0.00392241835731759 0.0036375606282672379 -0.0029363453135980919 0.0038935621695903445 0.004472461519007747 0.0026318810433925439 -0.00044539940414403613 0.0039073344602781742 0.00785621596671837 0.008354860432446003 0.010193459253275285 0.0039737922868326959 0.0096139461394738075 0.0038475437608178498 0.0083078436027078529 -0.0012389508076012135 0.0084846335696056492 0.0011958793784929988 -0.0013179092002766474 0.0068529789757897754 0.0047361048906728129 0.0044986938330508252 0.0016799274855293332
leaf_weight=33 41 537 20 21 20 27 22 22 20 24 24 37 96 92 28 57 20 27 23 22 53 23 22 20 34 21 109 52 1554 20
leaf_count=33 41 537 20 21 20 27 22 22 20 24 24 37 96 92 28 57 20 27 23 22 53 23 22 20 34 21 109 52 1554 20
internal_value=0 0.00433786 0.00461299 0.00343152 0.00177777 0.000701779 0.0016371 -0.000354254 0.00175906 5.17938e-05 0.00135226 0.00214617 0.00167629 0.00112598 0.00466532 0.00655541 0.00458579 0.0045481 0.00306714 0.00399639 0.00553902 0.00465957 0.00142534 0.00461389 0.00457129 0.00463565 0.00454452 0.00660128 0.00461767 0.00605096
internal_weight=0 2787 2138 649 112 92 334 68 71 44 46 266 225 188 2105 85 2020 2000 140 120 75 1860 45 1837 1817 1783 1704 79 1683 129
internal_count=3121 2787 2138 649 112 92 334 68 71 44 46 266 225 188 2105 85 2020 2000 140 120 75 1860 45 1837 1817 1783 1704 79 1683 129
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 45 14 1 1 1 1 3 4 160 52 48 49 47 14 52 50 15 42 48 0 376 131
split_gain=12.7778 2.27116 1.36138 1.03181 0.815159 0.670872 0.470341 0.431411 0.317182 0.262499 0.249321 0.221605 0.197299 0.194825 0.259028 0.180897 0.166124 0.157427 0.152166 0.145414 0.135634 0.127162 0.111255 0.102281 0.12802 0.0980674 0.0940345 0.0878016 0.08535 0.0775775
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.092235000000000025 0.08572500000000001 0.062655000000000016 0.092845000000000025 0.12337000000000002 0.14699000000000004 0.080270000000000022 -0.12018999999999998 0.41816000000000003 -0.067824999999999983 -0.56176499999999996 -0.015314999999999997 -0.054984999999999992 0.090100000000000013 0.062655000000000016 0.26521500000000003 0.041865000000000006 -0.090344999999999995 0.086665000000000006 0.10184000000000001 -0.026509999999999995 1.0000000180025095e-35 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 8 7 19 9 11 13 -5 20 23 22 -15 -13 -17 -9 -19 -6 -3 26 -1 24 -4 -24 -20 -7 -18 -2
right_child=1 2 12 10 6 27 -8 17 -10 -11 -12 15 -14 14 -16 16 28 18 21 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065478007676504819 0.00066810286941700709 0.0002684742612359228 0.00017580546830454384 0.00053339851896757793 0.00037936723886934274 0.00047784899021108729 0.0002841088183000404 0.0007056610786099881 0.00050357977914459561 0.00076416663856143663 0.00032740367363642158 0.00028717521716989267 -5.4930460212266192e-06 0.00042003353322981343 0.00061385524578724587 0.00027803120009399371 1.9516689144579504e-05 0.00041001829710883808 0.00058210628259083169 0.00056925146425268328 0.00041522975575377123 0.00072612808641700369 0.00045236587086144614 0.00026371385976871385 -1.9851873398247158e-05 0.0006401017867187506 0.00049993529270166929 0.00030954143546555374 0.00017527676584596578 0.00053333160558751986
leaf_weight=938 52 179 36 37 20 22 47 37 20 62 58 42 52 28 498 21 38 21 579 69 28 22 20 22 20 23 59 26 21 24
leaf_count=938 52 179 36 37 20 22 47 37 20 62 58 42 52 28 498 21 38 21 579 69 28 22 20 22 20 23 59 26 21 24
internal_value=0 0.000305768 0.000266251 0.000607946 0.000314013 0.000616096 0.000442785 0.000620911 0.000263832 0.000639128 0.000407633 0.000249258 8.80617e-05 0.000633984 0.000603538 0.000182971 0.000128264 0.000581101 0.000574333 0.000526581 0.000288325 0.000579561 0.000650309 0.000150432 0.000105928 0.000552783 0.000574507 0.000386682 7.49567e-05 0.000625544
internal_weight=0 691 615 2430 485 2335 136 2287 349 1569 95 329 130 1507 526 122 80 718 681 89 207 660 981 78 56 43 638 48 59 76
internal_count=3121 691 615 2430 485 2335 136 2287 349 1569 95 329 130 1507 526 122 80 718 681 89 207 660 981 78 56 43 638 48 59 76
is_linear=0
shrinkage=0.00196078


Tree=6588
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 2 11 4 4 3 11 1 4 1 40 4 12 47 11 12 3 16 131 43 3 4
split_gain=27.717 4.5322 2.91546 2.12972 1.56518 1.40806 1.17166 0.878063 0.769348 0.674167 0.666531 0.637371 0.618842 0.444624 0.338659 0.372813 0.459118 0.283596 0.219015 0.215771 0.212543 0.208471 0.184083 0.18234 0.179119 0.176649 0.168538 0.163037 0.190889 0.15648
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.092845000000000025 0.17025000000000004 1.0000000180025095e-35 0.40473500000000007 0.40945500000000007 0.30112000000000005 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.087135000000000004 -1.0000000180025095e-35 0.022185000000000003 0.085355000000000014 0.090100000000000013 0.082485000000000017 0.086210000000000023 -0.080884999999999985 -0.10850999999999998 0.09031500000000002 -1.0000000180025095e-35 -0.098469999999999988 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 6 7 10 -5 12 17 -6 13 18 15 19 -17 -1 -4 27 -19 -3 -16 -12 -14 -21 -2 -9 -29 -22
right_child=1 2 9 8 11 -7 -8 14 -10 -11 23 -13 24 -15 22 16 -18 20 -20 25 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010906198756378972 0.0011027561832352036 0.00053093087003731627 0.00048849942839703051 0.00096506454804680235 0.00095106021405188168 0.00070678114060166418 0.00061511927302561559 0.0010490361692258804 0.0006055631320558343 0.00017626408324221835 0.0013667483816528422 0.00061018387354861672 0.00050678006841289793 0.00030672657502725482 0.0012621060224596921 0.001029765924193612 0.00069071163162767659 0.0009149908408549168 0.00071966445110007826 0.00100148571959508 0.0010582228094607661 0.00069970387879114953 0.0010608299317353476 0.001152482188305344 0.00030533183598890901 0.00088764740670356263 0.00090491027925528739 0.00079595710424815906 0.00099859938258522584 0.00090001135794825148
leaf_weight=934 49 191 26 37 71 48 24 339 60 54 37 30 20 22 25 28 34 55 40 114 318 33 58 26 112 97 25 20 168 26
leaf_count=934 49 191 26 37 71 48 24 339 60 54 37 30 20 22 25 28 34 55 40 114 318 33 58 26 112 97 25 20 168 26
internal_value=0 0.000578118 0.000521562 0.00102742 0.000647166 0.00103917 0.00104609 0.00105063 0.000742693 0.000372579 0.00108124 0.00084981 0.000420765 0.000548131 0.00100224 0.00098987 0.000843833 0.00107193 0.000628599 0.00100214 0.00102817 0.000555795 0.00112146 0.00127832 0.000335854 0.000949152 0.00103592 0.00102335 0.000977042 0.00104626
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 1396 101 220 88 883 800 62 1333 66 738 399 224 83 63 132 211 74 527 188 344
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 1396 101 220 88 883 800 62 1333 66 738 399 224 83 63 132 211 74 527 188 344
is_linear=0
shrinkage=0.00196078


Tree=6589
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 4 47 14 0 15 2 2 4 34 0 2 4 131 2 0 15 47 1 0 1 4 42 51
split_gain=16.3006 2.56922 1.6371 1.33214 0.926145 0.717841 0.5983 0.469907 0.456117 0.374953 0.304602 0.38912 0.288448 0.273026 0.26737 0.255954 0.248162 0.211817 0.198936 0.175301 0.232953 0.164968 0.135442 0.123529 0.121119 0.134359 0.122777 0.159381 0.117713 0.10758
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.092235000000000025 0.092845000000000025 0.40473500000000007 0.13082500000000002 0.062655000000000016 -0.10607499999999999 -0.11033999999999998 0.13501500000000002 0.14285500000000004 0.0082450000000000006 -1.0000000180025095e-35 -0.22491999999999998 0.094835000000000017 0.27834500000000006 0.082750000000000004 0.31358000000000003 -0.14226499999999997 -0.45963999999999994 0.090100000000000013 1.0000000180025095e-35 -0.038659999999999993 0.089770000000000016 -0.16363499999999997 0.089625000000000024 -0.26677999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 23 9 17 -6 13 10 11 -5 16 15 28 -4 -7 -1 -17 20 -15 -13 -20 -3 25 29 -26 -28 -12 -18
right_child=1 2 8 5 7 12 -8 -9 -10 -11 14 21 -14 19 -16 18 24 -19 22 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00084199102736320821 0.00078032193275914938 0.00039177682288592144 0.00017734398372716844 0.00087474305857807412 0.00072544273249909314 0.00057377130051106942 0.00045229356494675202 0.00042861448254554634 0.00047783246463748059 0.00095443840129483563 0.00082447582187568402 0.00068458975959082762 0.00056920047323118813 0.00018549973769413648 0.00068502960909659031 0.00048279164298483187 0.0006652090435518938 0.00063045972875329251 0.00042251988083544169 0.0003290070092542937 -5.9370636624996273e-05 0.00048478552462910513 0.00023040858184327607 0.00052000340955136418 0.0008985458827859619 0.00063400078787337224 0.00081526148863428946 0.00062495501297514153 0.00077969020735756513 0.00075713099547815516
leaf_weight=28 71 192 45 33 70 32 66 29 37 64 1042 47 39 59 64 32 55 52 21 20 20 24 43 34 38 44 64 23 288 445
leaf_count=28 71 192 45 33 70 32 66 29 37 64 1042 47 39 59 64 32 55 52 21 20 20 24 43 34 38 44 64 23 288 445
internal_value=0 0.000427552 0.000385946 0.000772112 0.000480345 0.000783631 0.000590487 0.000638493 0.000275189 0.000807463 0.000801184 0.000698818 0.000733325 0.000243948 0.000808821 0.000299364 0.000742456 0.000704496 0.000356561 0.000165022 0.000123507 0.00061705 0.000293445 0.000411068 0.000750525 0.000737878 0.000805564 0.000764951 0.000814778 0.00074702
internal_weight=0 673 602 2448 325 2302 146 99 277 1562 1498 104 740 240 1394 141 701 80 96 99 79 71 64 226 669 544 125 87 1330 500
internal_count=3121 673 602 2448 325 2302 146 99 277 1562 1498 104 740 240 1394 141 701 80 96 99 79 71 64 226 669 544 125 87 1330 500
is_linear=0
shrinkage=0.00196078


Tree=6590
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 0 49 4 0 4 1 475 1 3 1 3 43 52 160 48 12 49 15 12
split_gain=28.9867 4.56572 2.77909 2.22138 1.88277 1.51096 0.916445 0.816666 0.80196 0.693608 0.585131 0.552608 0.699557 0.426167 0.366589 0.38704 0.339873 0.281649 0.26979 0.261108 0.233553 0.19591 0.24096 0.16896 0.162622 0.159963 0.157271 0.156074 0.149137 0.147349
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.14753000000000002 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 -0.080689999999999984 -0.55119499999999988 0.083345000000000016 -0.07550999999999998 0.11669000000000002 -0.12711499999999995 0.15799000000000005 0.30112000000000005 -0.025214999999999998 -0.024714999999999997 -0.013084999999999998 0.082620000000000013 0.09141500000000001 -0.053364999999999996 -0.043924999999999992 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 20 -6 -5 17 12 16 14 -13 -16 -1 -7 23 -17 -4 22 -20 -3 -25 29 -27 -11 -18 -19
right_child=1 2 7 9 8 10 -8 -9 -10 27 -12 13 -14 -15 15 19 28 25 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00090099136278130648 0.00093212869475808066 0.00041440197615320135 0.00021685680009827967 0.00086436250763746562 0.00082169911251623597 0.00099951832496723977 0.0011761858963173417 0.00055930283453826805 0.00048501570782094611 0.00060324850895000575 0.00057633972842416727 0.0010008797731423339 0.0010833970893961672 0.00085592431742307544 0.0011866336207255683 0.00077023222750308466 0.00074535453014384174 0.00090458824255985274 0.00031537703830296533 0.00093909162228777651 3.6978026335479828e-05 0.00019682634519519636 0.00051625491042070709 0.00067385038957486752 0.00048498514281139114 0.00062131215480790624 0.00082778577205676145 0.0004035667219715289 0.00054836539188881349 0.00081588335566983342
leaf_weight=45 76 87 134 34 85 49 79 25 40 34 30 1025 36 116 23 38 45 143 58 479 35 24 38 24 65 23 37 27 22 145
leaf_count=45 76 87 134 34 85 49 79 25 40 34 30 1025 36 116 23 38 45 143 58 479 35 24 38 24 65 23 37 27 22 145
internal_value=0 0.000478734 0.000422705 0.000933862 0.00051218 0.00094582 0.000969416 0.000228534 0.00071396 0.000639948 0.000840384 0.000960485 0.000845621 0.000970598 0.000979098 0.000937752 0.000769193 0.000860337 0.000426969 0.00092668 0.000179604 0.000355278 0.000394891 0.000475849 0.000535915 0.00084074 0.000748638 0.000514865 0.000680672 0.000859928
internal_weight=0 691 615 2430 421 2335 1908 194 125 95 427 1829 148 1681 1565 540 112 397 296 517 169 120 96 176 89 348 60 61 67 288
internal_count=3121 691 615 2430 421 2335 1908 194 125 95 427 1829 148 1681 1565 540 112 397 296 517 169 120 96 176 89 348 60 61 67 288
is_linear=0
shrinkage=0.00196078


Tree=6591
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 47 1 14 457 2 4 52 4 159 151 133 1 132 106 2 52 159 12 1 4 16 16
split_gain=13.1667 2.21057 1.41287 1.0469 1.00242 0.742023 0.479162 0.475293 0.292417 0.282921 0.22356 0.21461 0.2019 0.20167 0.176153 0.16713 0.142529 0.164872 0.119668 0.14635 0.113556 0.118703 0.111558 0.110993 0.165826 0.108568 0.105549 0.105375 0.136015 0.163206
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13501500000000002 0.40473500000000007 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.10021000000000001 -0.090999999999999984 0.04735000000000001 1.0000000180025095e-35 0.24564500000000003 0.030370000000000005 -0.086769999999999986 0.082925000000000013 0.085110000000000005 0.08696000000000001 0.087690000000000004 0.14122000000000004 0.4002400000000001 -0.46267499999999995 0.099815000000000015 0.15799000000000005 -0.50690499999999983 0.0057500000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 11 -6 26 -5 12 13 -1 16 15 -15 17 -7 19 -18 21 22 -3 27 -25 -19 -4 -14 -29 -30
right_child=1 2 8 9 7 6 -8 -9 -10 -11 -12 -13 23 14 -16 -17 18 25 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00053540889361338719 0.00070009251832409266 0.00038209695007390443 0.00019905379168154495 0.00062526637549098984 0.00064046236720704001 0.00052080134477685484 0.00046498619137541847 0.00037751805417468169 0.00041433197617158957 0.00040725883674728715 0.00084502308070164413 0.00046521358879045673 0.00086072756633327643 0.00060303268194209848 0.00068421822135187997 0.00041126056089927726 0.00065017500237549738 0.00070073892515112683 0.00089098262130156728 0.00084559115099276823 0.000228765412614973 0.00021118560970267828 0.00023550063300273528 0.00074859991271965904 0.00056516516223257662 0.00063956921146139927 7.8129553272263653e-05 0.0007332618632431378 0.0005610765275709769 0.00071808210910618805
leaf_weight=22 74 215 134 37 82 25 48 39 22 60 59 20 23 104 91 21 41 398 21 23 30 20 22 36 40 155 35 1114 40 70
leaf_count=22 74 215 134 37 82 25 48 39 22 60 59 20 23 104 91 21 41 398 21 23 30 20 22 36 40 155 35 1114 40 70
internal_value=0 0.000380371 0.000340873 0.000690043 0.000406029 0.000698279 0.000655864 0.000555712 0.000201691 0.000490416 0.000726888 0.000666055 0.000721706 0.000670625 0.000618591 0.000570815 0.000687577 0.000676553 0.000762546 0.000720403 0.000342922 0.000356247 0.000368489 0.000724804 0.000652055 0.000683594 0.00017401 0.000729238 0.000726767 0.000660989
internal_weight=0 673 599 2448 408 2351 947 121 191 97 1404 899 1345 879 216 125 663 578 85 64 287 257 237 1323 76 553 169 1247 1224 110
internal_count=3121 673 599 2448 408 2351 947 121 191 97 1404 899 1345 879 216 125 663 578 85 64 287 257 237 1323 76 553 169 1247 1224 110
is_linear=0
shrinkage=0.00196078


Tree=6592
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 10 2 133 13 2 14 2 2 49 157 157 475 13 42 475 42 3 43 4 3 2 40 12
split_gain=0.554129 0.129167 0.0817503 0.0664699 0.0545175 0.0547306 0.0528945 0.0445441 0.0350426 0.0423613 0.0369387 0.034847 0.0336748 0.0308896 0.0758912 0.0428985 0.0305906 0.0276815 0.0427165 0.0304704 0.0401293 0.0414677 0.047694 0.106553 0.0633804 0.039639 0.0394634 0.0384782 0.0359437 0.0504529
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.092120000000000021 0.42642000000000008 -0.062879999999999978 0.13712500000000002 0.089200000000000015 -0.059629999999999996 0.12043500000000001 -0.41076499999999994 -0.0050599999999999994 0.10045500000000002 0.0093850000000000027 -0.41966499999999995 -0.077664999999999998 -0.027234999999999995 -0.075974999999999987 -0.079539999999999986 -0.065099999999999977 0.097640000000000018 -0.10831999999999999 -0.065269999999999981 -0.012509999999999999 -0.077104999999999993 0.10097500000000002 -0.0061149999999999998 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 8 5 -1 11 -4 9 13 -11 -2 -8 -3 -15 -16 -7 18 -18 28 25 -22 23 -23 -24 -21 -26 -25 -19 -30
right_child=1 2 7 -5 -6 16 12 -9 -10 10 -12 -13 -14 14 15 -17 17 19 -20 20 21 22 24 27 26 -27 -28 -29 29 -31
leaf_value=0.0075546477131856471 0.0072083062054659926 0.0021880720269400627 -0.0035957397893071176 0.0093302768841385855 0.0022123150770891119 0.01021726878613911 0.0060432357935827569 0.0015929294507189369 0.0014170506124622042 0.0038660656151147453 -0.001997393895206707 0.0031987357065081596 0.00089234823593869811 0.0090507846819614431 0.0048822669629918249 0.00087268425644758873 0.00086069442331790933 0.0044274922114826984 0.0065158067733350703 0.0096236324010031491 0.0082814793705063717 -0.00080096035175408948 0.011562382606485778 0.0035910546826827972 0.0092124304896139594 0.0061523279251751344 0.0043829231241033998 0.006598972010135185 0.01272247956977004 0.0075235991728342406
leaf_weight=1580 163 50 21 20 22 22 22 78 71 22 21 25 30 37 124 34 22 31 34 58 51 34 23 74 23 76 64 100 21 168
leaf_count=1580 163 50 21 20 22 22 22 78 71 22 21 25 30 37 124 34 22 31 34 58 51 34 23 74 23 76 64 100 21 168
internal_value=0 0.00400148 0.00305108 0.00371947 0.00716749 0.00721328 0.00589435 0.000492303 0.00340689 0.00389744 0.00100252 0.00667512 0.00307157 0.00440553 0.00497411 0.00401945 0.00653992 0.00643607 0.00429416 0.00660197 0.00617263 0.00563438 0.00520984 0.00431924 0.00689389 0.00765483 0.00565969 0.00531974 0.00758359 0.00810125
internal_weight=0 718 478 379 2403 2381 240 99 359 288 43 188 52 245 195 158 801 779 56 723 503 369 318 208 110 134 87 174 220 189
internal_count=3121 718 478 379 2403 2381 240 99 359 288 43 188 52 245 195 158 801 779 56 723 503 369 318 208 110 134 87 174 220 189
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 1 12 2 2 4 11 1 4 11 2 0 2 50 2 1 39 14 1 2 43 0 51 0 0 0
split_gain=23.5976 3.08825 2.42523 1.64685 1.24289 1.22514 0.85973 0.827571 0.658151 0.591657 0.465917 0.406833 0.383961 0.383523 0.339095 0.304049 0.288758 0.251021 0.245171 0.235562 0.228402 0.236794 0.226723 0.21539 0.196481 0.191093 0.180728 0.178478 0.17671 0.173271
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.14285500000000004 0.08864000000000001 0.092550000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 1.0000000180025095e-35 0.10124500000000002 0.053180000000000012 0.080150000000000013 0.11411 -0.23194499999999998 0.12358500000000001 0.041865000000000006 0.10402500000000002 0.12000500000000001 0.098220000000000016 -1.0000000180025095e-35 0.12958500000000003 0.11389000000000002 -0.04890499999999999 -0.13027499999999997 -0.096089999999999981 -0.065229999999999996 -0.23001499999999997 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 15 10 19 22 -7 25 18 16 -12 -2 -1 29 -6 24 -3 21 -10 -9 26 -11 -4 -17 -27 -26 -8
right_child=1 4 6 -5 17 9 12 8 20 11 13 -13 -14 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=0.0011221471901670921 0.00090156561176579222 0.00047275132409850854 0.00080459663593301586 0.00047430772984955138 0.0001676970624634534 0.00094465641452118538 0.00096214703514853773 0.00088823965207778194 0.00065866197064132497 0.00064202455349830019 0.0012664104628766703 0.00055124971057441958 0.00080211544410855164 0.001010228198020272 0.00061986304783061437 0.0010316015635653047 0.00073021225243343391 0.00038786317737348841 0.00054186069998754505 0.00024590796998323486 0.00031073844654129826 0.00046319723807951844 0.0005997860008010677 0.00069129320781549262 0.00072330222664618716 0.00098189359276478557 0.00086789991512829432 0.00084541931640745062 0.00093719573072819067 0.00089486770797553837
leaf_weight=22 92 24 25 74 85 31 314 22 31 28 39 85 125 53 20 33 29 26 21 66 27 103 20 21 27 1209 121 38 33 277
leaf_count=22 92 24 25 74 85 31 314 22 31 28 39 85 125 53 20 33 29 26 21 66 27 103 20 21 27 1209 121 38 33 277
internal_value=0 0.000492219 0.00092767 0.000701291 0.000395964 0.000791981 0.00095482 0.000462903 0.000532289 0.000693124 0.000984078 0.000652931 0.000901252 0.00111883 0.000851262 0.000904889 0.00092124 0.000219268 0.000732224 0.0003064 0.000475266 0.000508417 0.000750881 0.000877577 0.000777651 0.000974332 0.000902979 0.000977735 0.000840944 0.000930613
internal_weight=0 590 2531 186 404 422 2109 293 203 225 1364 194 745 92 112 197 620 111 109 90 161 134 42 175 88 1272 154 1247 60 591
internal_count=3121 590 2531 186 404 422 2109 293 203 225 1364 194 745 92 112 197 620 111 109 90 161 134 42 175 88 1272 154 1247 60 591
is_linear=0
shrinkage=0.00196078


Tree=6594
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 2 132 0 402 0 12 394 3 1452 16 3 52 132 1204 394 1203 1446 52 12 13 13 13 43 15
split_gain=0.550777 0.136862 0.0797413 0.054423 0.0501437 0.0500474 0.0387791 0.0381954 0.0376935 0.0508615 0.0664625 0.0497323 0.046526 0.0413342 0.0396952 0.0496978 0.0714162 0.0530539 0.0384888 0.0550519 0.059104 0.0533277 0.048007 0.0691796 0.0743574 0.0531271 0.0705869 0.0636063 0.0467842 0.0817034
threshold=0.10293500000000001 -0.40967499999999996 0.13707500000000003 0.042705000000000007 0.088105000000000003 0.13913500000000004 0.11474000000000002 0.090440000000000006 -0.081204999999999986 -1.0000000180025095e-35 -0.086409999999999987 0.086700000000000013 -0.08151499999999999 0.084940000000000015 0.086765000000000023 0.042200000000000008 -0.085709999999999995 -0.160465 -0.083284999999999984 -0.036244999999999993 -0.0088999999999999982 0.086445000000000008 0.088500000000000009 0.084735000000000019 0.084225000000000008 -0.095304999999999987 -0.088464999999999988 -0.084419999999999981 -0.082144999999999982 0.088655000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 8 -6 -3 9 10 11 -1 -10 14 15 17 -17 -11 21 -20 -21 -19 23 -22 -25 -26 -27 -28 -29 -30
right_child=1 2 -4 -5 6 -7 -8 -9 12 13 -12 -13 -14 -15 -16 16 -18 18 19 20 22 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.015199142039336009 0.0076366847251749708 0.003789452485547247 0.0015975726082888286 0.0059945680141534974 0.006785707186859594 0.0023948756931349638 0.0030782514174158377 -0.00061261050813343559 0.0022564890894240567 0.012649728315459055 0.0078984696843956669 0.0087172288424335418 0.0070241250193274415 0.0052381291649200856 0.011027168730007753 0.0079640216659754518 0.0015522105470154202 0.0083632947000203267 0.0022627285122871397 0.010460916622900046 0.0077486830870511173 0.014151277230121197 0.0098710055212546718 -0.00014329401975763696 0.010633272584527731 0.0012188667570421051 0.011430764930661429 0.0021088880984562225 0.0047247576694935565 0.012287324208300561
leaf_weight=29 93 321 160 333 102 20 39 21 21 22 82 20 809 72 35 38 32 78 20 65 427 20 66 21 23 31 22 29 50 20
leaf_count=29 93 321 160 333 102 20 39 21 21 22 82 20 809 72 35 38 32 78 20 65 427 20 66 21 23 31 22 29 50 20
internal_value=0 0.00405104 0.00353243 0.00718037 0.00417338 0.00737281 0.00576024 0.00351915 0.0074218 0.0077797 0.00963965 0.0125535 0.0069035 0.0075522 0.00771898 0.00759887 0.00503291 0.00779978 0.00767742 0.00744102 0.00757837 0.00954452 0.00730644 0.00703475 0.00547939 0.00615411 0.00547634 0.0065671 0.00548628 0.00688549
internal_weight=0 736 643 2385 483 2052 141 342 2032 1202 131 49 830 1071 999 964 70 894 872 774 754 98 689 623 196 175 152 121 99 70
internal_count=3121 736 643 2385 483 2052 141 342 2032 1202 131 49 830 1071 999 964 70 894 872 774 754 98 689 623 196 175 152 121 99 70
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=31
num_cat=0
split_feature=1 52 3 132 4 148 124 2 47 51 2 149 12 151 3 0 157 12 43 15 1 15 376 131 472 3 1213 1212 475 475
split_gain=0.446129 0.110858 0.0717045 0.0488887 0.0484412 0.0471167 0.0462506 0.0431351 0.0392644 0.0787382 0.0410235 0.0400655 0.039217 0.0380551 0.0383341 0.0397602 0.0379732 0.0423792 0.0397559 0.0363994 0.0598578 0.0345605 0.041047 0.0330195 0.046039 0.0307632 0.0290947 0.030754 0.0287384 0.0618943
threshold=0.10293500000000001 -0.40967499999999996 0.31534000000000006 0.10365500000000001 0.40124500000000002 -0.095079999999999984 0.0049200000000000008 0.092120000000000021 0.078345000000000012 0.10532000000000001 1.0000000180025095e-35 0.07770500000000001 0.096475000000000019 0.061780000000000009 0.10299500000000002 0.062580000000000011 -0.077849999999999989 0.11527000000000001 -0.0092949999999999994 -0.41396999999999995 0.13820500000000002 -0.40580499999999992 1.0000000180025095e-35 0.09031500000000002 -0.06698999999999998 0.30112000000000005 0.39818500000000007 0.11387000000000001 -0.088274999999999978 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 23 5 19 7 -3 8 26 9 11 12 13 -10 14 15 16 -7 18 21 -4 -21 22 -18 24 -2 -16 27 28 -1 -30
right_child=1 2 3 -5 -6 6 -8 -9 10 -11 -12 -13 -14 -15 25 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0045595628347385817 0.0043759456344718197 -0.0010377900852333933 0.0023787048068784535 0.0039674029553084279 0.0017916142789710485 0.0059453331270064649 0.00033099304677711595 0.0059035093989995915 0.0092034782352857294 0.0081704793808360897 0.0034936742693389535 0.0071724812860007999 0.0045840995554017891 -0.0014628590107895435 0.00720598798897949 0.0065865218883291599 -0.002460940818751364 0.0055646737936236295 -0.0013655620142817499 0.00098788318933830366 -0.0066562367230653761 0.0035991005191106291 0.0033876364806755669 0.0037653958415612581 0.0098757525398913363 0.0027589285430232331 0.010003558908855278 0.0040487782916099561 0.010138867240758581 0.0067768310591240699
leaf_weight=54 23 21 21 29 22 22 36 791 40 33 56 22 34 20 35 21 28 23 50 21 20 62 21 25 45 28 28 41 57 1392
leaf_count=54 23 21 21 29 22 22 36 791 40 33 56 22 34 20 35 21 28 23 50 21 20 62 21 25 45 28 28 41 57 1392
internal_value=0 0.00364594 0.00317919 0.000578333 0.00646234 0.00360796 0.00379169 0.00650582 0.00404337 0.00351185 0.00553573 0.00304879 0.00708106 0.00275614 0.00304711 0.00244142 0.00201886 0.00154939 0.000975777 -0.00100688 -0.00274096 0.00203043 4.55923e-05 0.00687302 0.00801552 0.00522952 0.00680889 0.00675096 0.00682467 0.00690909
internal_weight=0 736 643 91 2385 552 531 2363 495 365 130 332 74 310 290 227 206 184 161 62 41 111 49 93 68 63 1572 1544 1503 1449
internal_count=3121 736 643 91 2385 552 531 2363 495 365 130 332 74 310 290 227 206 184 161 62 41 111 49 93 68 63 1572 1544 1503 1449
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=31
num_cat=0
split_feature=1 155 1 45 2 2 33 10 0 14 3 48 49 52 41 131 13 0 15 2 3 1 47 2 3 3 13 133 42 42
split_gain=0.362041 0.100887 0.0660003 0.0832352 0.0651211 0.085669 0.0575935 0.0413535 0.0399106 0.0373665 0.0393044 0.044293 0.0384339 0.0375645 0.0374477 0.0364321 0.0361048 0.0341579 0.0482396 0.0400751 0.0330062 0.0310747 0.0307257 0.0362118 0.0319742 0.0304667 0.0285182 0.0741703 0.034308 0.04538
threshold=0.10124500000000002 0.11245500000000001 0.14262000000000002 0.10526500000000001 0.10252500000000002 -1.0000000180025095e-35 0.08573500000000002 -0.074314999999999978 0.22582000000000002 0.062655000000000016 -0.07359499999999998 0.10168500000000001 0.12595000000000003 -0.088204999999999992 0.07882500000000002 0.093840000000000021 0.11596500000000001 -0.10096999999999999 -0.11033999999999998 0.08622500000000001 -0.16186999999999999 0.12408500000000001 0.096175000000000024 -0.0091949999999999983 0.10732000000000001 -0.014944999999999998 0.038215000000000006 -0.00094999999999999989 0.084050000000000014 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 25 -4 9 10 17 12 22 -11 -15 -9 20 18 -1 -20 -6 -22 23 -12 -25 -2 28 -28 29 -19
right_child=1 -3 7 -5 16 -7 -8 15 -10 13 11 -13 -14 14 -16 -17 -18 26 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0071719250237733574 0.0031609398274061585 0.0070803193641812397 -0.0031442899891937319 0.0097470576991327117 0.0065040817926637828 0.0060817731311544783 0.0069812237200411881 0.0028266249865696613 0.0013882568664848804 0.0050738799686153094 0.0016663155779242517 0.0015664611441453043 0.0022305129598335998 0.011520816548385056 0.0063616265135351575 -0.0020368828438222411 -0.001115852184513391 0.0066124288993909533 0.006082222820259631 0.0005764779114076355 0.0029666062862485311 0.00062077308598245621 0.0093712235055863867 0.0058443966344916979 0.0028083390750811977 -0.00046088482098033032 0.0006830275129301079 0.0059012976776545824 0.0058826649422081823 0.0097353533111220487
leaf_weight=34 45 66 22 20 20 137 22 67 20 31 25 34 38 34 24 20 29 531 20 39 198 79 20 398 38 48 33 156 822 51
leaf_count=34 45 66 22 20 20 137 22 67 20 31 25 34 38 34 24 20 29 531 20 39 198 79 20 398 38 48 33 156 822 51
internal_value=0 0.00334124 0.00299218 0.00340469 0.00318523 0.0043925 0.00238006 0.000729099 0.00583633 0.00587454 0.00579467 0.00506309 0.00529216 0.00788401 0.00938598 0.00170858 0.002252 0.00603462 0.00417175 0.00244283 0.00258084 0.00229758 0.00553403 0.00536756 0.00557979 0.00129161 0.00614337 0.00499017 0.00629861 0.00688609
internal_weight=0 773 707 598 578 252 115 109 2348 2328 2239 553 519 89 58 87 326 1686 93 59 297 277 481 461 436 93 1593 189 1404 582
internal_count=3121 773 707 598 578 252 115 109 2348 2328 2239 553 519 89 58 87 326 1686 93 59 297 277 481 461 436 93 1593 189 1404 582
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 4 0 47 0 1 16 47 16 156 48 131 130 52 160 4 15 42 157 13 11
split_gain=16.9499 2.9145 1.54488 1.50538 1.39506 0.893956 0.732162 0.569419 0.557679 0.474614 0.369618 0.496687 0.299478 0.274822 0.184094 0.172637 0.172043 0.327756 0.156774 0.156318 0.154628 0.149636 0.147811 0.134601 0.126392 0.219662 0.1923 0.123603 0.118162 0.117454
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.092845000000000025 0.0061450000000000003 -0.11173999999999999 0.13011000000000003 -0.079119999999999982 0.15799000000000005 -0.44310499999999992 0.090100000000000013 -0.105305 -0.0039599999999999991 0.093265000000000015 0.091440000000000007 -0.076894999999999977 -0.16675999999999999 -0.087429999999999994 -0.42529999999999996 0.050935000000000008 0.087505000000000013 -0.028564999999999997 -0.0034749999999999994 0.08776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 16 6 8 -6 10 -5 11 -1 14 -13 -4 -12 21 -18 -15 24 -2 -3 -10 -17 29 26 -26 -25 -23 -20
right_child=1 2 12 9 7 -7 -8 -9 22 -11 15 13 -14 18 -16 23 17 -19 19 -21 -22 28 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00064833316514077341 0.00086448031329511299 0.00021267634170684372 0.00025088491802114596 0.00072945200210850771 0.00073056704864810605 0.0005392079907347709 0.00046888550262581678 0.00044332086935062516 0.00082158493546896855 0.00044708796223858372 0.00083101782183242002 0.0008420191585899225 0.00046968369726456844 0.00090396112750770784 8.9565763036076096e-05 0.00081979791024947696 0.00038030704282867532 0.0006890405802165761 0.00088362314326818599 0.00065742997795141501 0.00066265398380803127 0.00034944444081531982 0.0010143466795012243 0.00057138266906239625 0.00063459536473340098 0.00080242733740943349 0.00079528596938825116 0.00072046357282281237 0.00044542388169983632 0.00072307127151047268
leaf_weight=64 54 22 122 37 83 48 24 39 20 60 75 1160 20 44 35 47 39 20 86 36 20 144 65 24 67 323 50 196 75 22
leaf_count=64 54 22 122 37 83 48 24 39 20 60 75 1160 20 44 35 47 39 20 86 36 20 144 65 24 67 323 50 196 75 22
internal_value=0 0.000442818 0.000397465 0.000794174 0.000461955 0.000804051 0.000809571 0.000638742 0.000813158 0.000554794 0.000807121 0.000818058 0.000243709 0.000824133 0.000214922 0.000747897 0.000390062 0.000484962 0.000791094 0.000782591 0.000809933 0.000366829 0.000968991 0.000724549 0.000790813 0.00077606 0.000703267 0.0007042 0.000382314 0.000850918
internal_weight=0 673 599 2448 422 2351 2303 122 2279 97 2194 1852 177 1788 157 342 300 59 628 584 74 241 85 267 548 440 117 220 219 108
internal_count=3121 673 599 2448 422 2351 2303 122 2279 97 2194 1852 177 1788 157 342 300 59 628 584 74 241 85 267 548 440 117 220 219 108
is_linear=0
shrinkage=0.00196078


Tree=6598
num_leaves=31
num_cat=0
split_feature=1 3 1 45 4 0 16 2 2 0 160 14 50 4 52 51 150 0 0 15 14 42 479 15 11 3 16 2 160 0
split_gain=0.363851 0.0966892 0.0540635 0.0671618 0.0501901 0.0435656 0.04531 0.0402245 0.0402195 0.0708157 0.0421508 0.0390858 0.0374017 0.0389253 0.0707699 0.0752988 0.072548 0.0919356 0.0651855 0.0971197 0.0355123 0.0335412 0.0333541 0.0512947 0.0319929 0.0320984 0.0360265 0.0436445 0.0896816 0.0461795
threshold=0.10124500000000002 -0.049509999999999992 0.14262000000000002 0.10331000000000001 -0.03898999999999999 1.0000000180025095e-35 -0.40995499999999996 0.10276500000000001 0.11362000000000001 0.034820000000000011 -1.0000000180025095e-35 0.062655000000000016 -0.24165499999999998 0.0061450000000000003 0.024145000000000003 -0.031924999999999995 0.09487000000000001 -0.12333499999999999 -0.11173999999999999 -0.008624999999999999 -0.41076499999999994 0.11159000000000001 0.098035000000000011 0.11657500000000001 0.082485000000000017 -0.16726499999999997 0.0065250000000000004 0.086675000000000016 -0.072884999999999991 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 21 -2 6 -4 -6 11 10 -10 12 -1 18 15 -15 17 -17 19 -14 -9 -3 24 -24 25 -20 -27 28 -28 -30
right_child=1 2 5 -5 7 -7 -8 20 9 -11 -12 -13 13 14 -16 16 -18 -19 22 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0098254031244626588 0.0068245972005831716 0.0029417317365408556 -0.0016811346581492286 0.0085216983372534052 0.0050943899473183049 -0.0033319733978714795 0.003606976350623205 0.0058583196694962682 0.0016480072534510067 -0.0010377728048340596 0.0059405481675639752 0.0080520131467148367 0.0054541913755337132 -0.0022589962999336423 0.0067175117846202566 0.011390100199350855 -0.0010586110515181314 0.0040345780284219189 0.010253296436276288 -0.0028658807952888312 0.0009926344282575883 -0.0011732473503798246 0.00044427713938057422 0.0072387742344290022 0.0022477824156521822 0.0064540424241833153 -0.0021392423405565998 0.0060186432614622873 0.0013864305960437791 0.0069191857124678794
leaf_weight=24 87 349 26 21 122 24 43 20 28 21 125 88 47 20 114 20 22 113 20 20 60 21 25 20 20 1306 22 223 22 48
leaf_count=24 87 349 26 21 122 24 43 20 28 21 125 88 47 20 114 20 22 113 20 20 60 21 25 20 20 1306 22 223 22 48
internal_value=0 0.00336919 0.00250497 0.00302041 0.00481654 0.000337883 0.00161435 0.00395168 0.00587052 0.00440758 0.00515499 0.0059876 0.00590052 0.00585483 0.00477867 0.00351566 0.00426077 0.00514067 0.00603025 0.00297059 0.00220906 0.00270818 0.00615041 0.00346405 0.00622319 0.00627164 0.00622251 0.00526259 0.00342999 0.00518032
internal_weight=0 773 484 391 289 93 69 202 2348 174 153 2174 2086 2062 289 175 155 133 1773 67 80 370 1706 45 1661 1641 1621 315 92 70
internal_count=3121 773 484 391 289 93 69 202 2348 174 153 2174 2086 2062 289 175 155 133 1773 67 80 370 1706 45 1661 1641 1621 315 92 70
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 1 2 4 4 47 1 12 475 47 3 150 43 4 2 2 2 47 4 3 0 4 0 49
split_gain=15.4214 1.82042 1.6821 1.27726 1.0208 0.793461 0.568816 0.506682 0.421374 0.467756 0.412079 0.369959 0.283639 0.259332 0.16857 0.167641 0.182197 0.166064 0.159215 0.158958 0.165622 0.13958 0.121199 0.115725 0.108983 0.107379 0.136072 0.102546 0.0876137 0.0805234
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13471500000000003 0.10045500000000002 0.088105000000000003 0.076975000000000002 0.09253500000000002 0.14122000000000004 0.36766000000000004 0.40473500000000007 0.13082500000000002 0.089770000000000016 0.087005000000000013 -0.069854999999999987 0.08265500000000002 0.084940000000000015 0.081835000000000019 -0.04890499999999999 -0.55119499999999988 0.088850000000000012 0.25063000000000007 0.11362000000000001 0.090280000000000013 0.0067750000000000006 0.084940000000000015 -0.075934999999999989 0.063160000000000008 0.13134000000000004 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 4 5 6 18 12 -4 9 14 -7 21 19 15 -6 16 -14 28 -3 -1 25 -5 -20 -2 -15 26 -21 -10 -16 -9
right_child=1 3 7 11 8 10 -8 29 27 -11 -12 -13 13 24 17 -17 -18 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092840325651746803 0.00082534141108101487 0.00029405045652206637 0.00069045583828166563 0.00021167798984007927 0.00078398151167148784 0.00064540912344570526 0.0009255716800689697 0.00046404831860141429 0.0003670020505566807 0.0004505586744558932 0.0003835605276899845 0.00045164250810223892 0.00038611808390009636 0.0007449699108126015 0.00069561666151316914 0.00073264829110979829 0.00063115235924178145 0.00050686752370599549 0.00049110394292997195 0.0007842197756175556 0.00073323648419532485 7.6701744929075208e-05 0.00035992683768648474 0.00063979159988442058 0.00063742426599045074 0.00067260910475070855 0.00063146213665032935 0.00056318282441042162 0.00057008903972226548 0.00033713556820192092
leaf_weight=22 24 106 34 131 66 68 75 40 20 33 35 22 20 230 303 23 28 21 37 888 544 38 101 28 43 37 23 21 23 37
leaf_count=22 24 106 34 131 66 68 75 40 20 33 35 22 20 230 303 23 28 21 37 888 544 38 101 28 43 37 23 21 23 37
internal_value=0 0.000375099 0.000727118 0.000341238 0.000737944 0.000412119 0.000758158 0.000491094 0.000657713 0.0006752 0.000556431 0.000212464 0.0007514 0.000700575 0.00069315 0.000595008 0.000529055 0.000675874 0.0003512 0.000762948 0.000760508 0.000181328 0.000395098 0.00072543 0.00072803 0.000776158 0.000780363 0.000467485 0.00068676 0.000403064
internal_weight=0 590 2531 538 2420 347 1933 111 487 446 103 191 1858 344 413 71 48 347 244 1514 1492 169 138 52 273 948 911 41 326 77
internal_count=3121 590 2531 538 2420 347 1933 111 487 446 103 191 1858 344 413 71 48 347 244 1514 1492 169 138 52 273 948 911 41 326 77
is_linear=0
shrinkage=0.00196078


Tree=6600
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 1 2 2 4 4 15 475 10 2 2 3 160 47 14 1 51 150 156 3
split_gain=10.0511 1.62198 0.987123 0.90244 0.568151 0.449663 0.378815 0.353299 0.309255 0.246472 0.227348 0.205826 0.312506 0.20542 0.197278 0.124996 0.124952 0.11104 0.106216 0.101665 0.101547 0.0995251 0.116962 0.093399 0.111155 0.0898383 0.123529 0.0784448 0.0760244 0.0734623
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.089625000000000024 0.090425000000000019 0.14753000000000002 0.27834500000000006 -0.55119499999999988 -0.41942499999999994 -0.066784999999999983 -0.38124499999999995 -0.0091949999999999983 0.092365000000000017 -0.016324999999999996 -0.067824999999999983 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 1.0000000180025095e-35 0.083310000000000009 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 13 11 -5 -6 17 15 19 14 -4 -1 -15 -7 -18 -13 29 -16 -23 24 -3 26 -26 -19 -22 -17
right_child=1 2 6 8 9 10 -8 -9 -10 -11 -12 12 -14 16 21 20 18 27 -20 -21 28 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00080089981899875888 0.00062758130595901105 0.00042847656643220659 0.0003703007092996153 0.00058786249982736654 0.00057602630238180502 0.00067004202676364797 0.00042184901990837434 0.00077748250377713342 0.00035449214550875764 0.00037225984026961783 0.00043897912804160259 0.00048139751388801802 0.00037548758251511533 0.00023004996782059178 0.00029346962885316174 0.00065878932179558433 0.00017034118878198604 0.00058647886185145476 -2.7105615860813001e-06 0.00062299474446487536 0.00060003426633716006 0.00029395284035732669 0.00012193729795528818 0.00043867224742950617 0.00018245841942581478 0.00020473451425080224 0.00034920872010082098 0.00046816887271464288 0.00070226272002008614 0.00057004415620144037
leaf_weight=21 76 33 40 34 74 60 37 76 61 33 41 21 23 32 37 1166 25 341 30 272 222 21 55 32 20 29 117 23 32 37
leaf_count=21 76 33 40 34 74 60 37 76 61 33 41 21 23 32 37 1166 25 341 30 272 222 21 55 32 20 29 117 23 32 37
internal_value=0 0.000357344 0.000323949 0.000625349 0.000395064 0.00063297 0.000237174 0.000646539 0.000438014 0.000513182 0.000578404 0.000640992 0.00059557 0.000208703 0.000251961 0.000650703 0.00013263 0.000591886 7.59493e-05 0.000612846 0.000648538 0.00021007 0.000169468 0.000340351 0.000324541 0.000303879 0.000324866 0.000579003 0.000612913 0.00065606
internal_weight=0 691 615 2430 338 2335 277 1870 95 107 465 1794 316 240 153 1478 87 424 55 293 1457 113 76 231 199 166 137 364 254 1203
internal_count=3121 691 615 2430 338 2335 277 1870 95 107 465 1794 316 240 153 1478 87 424 55 293 1457 113 76 231 199 166 137 364 254 1203
is_linear=0
shrinkage=0.00196078


Tree=6601
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 52 160 2 4 14 48 484 43 1 151 0 43 4 2 3 479 15 0 15 2 2 130 13 3 4 1455
split_gain=0.415467 0.104908 0.0654744 0.0548781 0.0488428 0.0475858 0.0409095 0.0643199 0.0388496 0.0344655 0.0362322 0.0407495 0.0469429 0.0366744 0.0373849 0.0340416 0.0430999 0.0409378 0.0346083 0.0364574 0.0506775 0.0320029 0.0553205 0.0317578 0.0314533 0.0309323 0.0481286 0.036887 0.0316617 0.0286806
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 -0.049894999999999995 0.048770000000000008 -0.4136149999999999 0.11362000000000001 -0.068329999999999988 0.062655000000000016 0.15372000000000002 -0.077774999999999983 -0.0064299999999999991 0.10871500000000002 0.059255000000000009 -0.10224499999999999 -0.52440999999999993 -0.52556499999999995 -0.090999999999999984 0.090900000000000009 0.098035000000000011 0.11657500000000001 -0.019414999999999998 -0.037864999999999989 0.11448000000000001 0.11237500000000002 0.10797500000000002 0.0015850000000000003 -0.079979999999999982 -0.031404999999999995 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -5 8 -8 15 10 -7 -12 -13 14 23 -1 -17 -18 19 24 -21 22 -20 -14 29 26 27 -9 -29 -19
right_child=1 2 4 5 -6 9 7 25 -10 -11 11 12 13 -15 -16 16 17 18 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024150847049895677 0.0066117612471049041 0.0078797963462420746 -0.0011135378523664387 0.0081304049352183948 0.0036754537726451154 0.0063349512883940267 -0.00051388253457844261 0.0099633692577481281 0.0084729066076265139 -0.00091068911948241301 0.0022580200710129276 0.0015139010222180961 0.0088362966887652866 0.0089789236197248112 0.0026491598524332333 0.0099545617587864406 0.002021095355633985 0.0091233519976958635 0.0053349673368835032 0.00087131236774708935 0.0075127146858721978 0.006805681922206922 -0.0012579154642298818 0.0044563064722306263 0.010461752084083856 0.0091825552703812732 0.0018980120623333229 0.0082502945690699249 0.0038198086109736728 0.0064162428961656737
leaf_weight=22 102 28 57 20 34 37 20 20 88 20 264 52 25 20 65 33 22 40 35 27 20 35 20 49 20 20 37 23 54 1812
leaf_count=22 102 28 57 20 34 37 20 20 88 20 264 52 25 20 65 33 22 40 35 27 20 35 20 49 20 20 37 23 54 1812
internal_value=0 0.0036238 0.00316959 0.00356087 0.000675756 0.00334179 0.00629666 0.00482123 0.00641475 0.00316177 0.00332085 0.00308606 0.0041221 0.0049751 0.00439901 0.00632792 0.00636963 0.00631138 0.00635836 0.00644824 0.00369744 0.00444183 0.00293756 0.00593603 0.00651731 0.0055141 0.00496657 0.00613705 0.0051432 0.00647471
internal_weight=0 773 671 580 91 552 2348 174 2174 532 512 475 211 159 139 2086 2064 2031 2009 1919 47 90 55 74 1872 154 134 97 77 1852
internal_count=3121 773 671 580 91 552 2348 174 2174 532 512 475 211 159 139 2086 2064 2031 2009 1919 47 90 55 74 1872 154 134 97 77 1852
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=31
num_cat=0
split_feature=1 3 1 484 16 50 15 2 160 50 1 2 1 1210 52 1447 394 0 1453 0 0 52 402 16 15 12 42 4 12 52
split_gain=0.339736 0.0650844 0.0521078 0.0539523 0.0527234 0.05189 0.0488022 0.0738021 0.0524882 0.0411303 0.0433163 0.0397291 0.072211 0.0438034 0.0397781 0.0359387 0.0350323 0.0438061 0.0449929 0.0434462 0.0966427 0.0416226 0.0360275 0.0395334 0.0342293 0.0363729 0.0473301 0.0736734 0.0439604 0.0341786
threshold=0.10920500000000001 -0.049509999999999992 0.090540000000000023 -0.020124999999999994 0.5136400000000001 0.089685000000000015 -0.56020999999999987 0.31358000000000003 -0.098904999999999979 0.095395000000000021 0.093700000000000019 0.089005000000000015 0.088485000000000022 -0.15347999999999998 0.40674500000000008 -0.082869999999999985 0.10448000000000002 -0.085669999999999982 -0.085794999999999982 -0.055064999999999996 -0.075934999999999989 0.10473500000000001 -1.0000000180025095e-35 -0.088704999999999992 0.11773500000000002 0.09474500000000001 0.089390000000000011 -0.050494999999999991 0.089005000000000015 -0.23798499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 5 24 -3 8 -8 -7 -11 13 15 -1 16 -13 17 18 -15 20 21 -19 23 -20 25 26 -5 -28 -29 -10
right_child=1 6 3 4 -6 9 7 -9 29 10 -12 12 -14 14 -16 -17 -18 19 22 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.010622932531855027 0.0043812899194909929 0.0062490140356553292 0.0079752585546963902 0.0034223286946723748 0.0068850003270199524 0.0090025779527301598 -0.0021729860392112571 -0.0038481266893954438 0.0064014167347479431 0.0011022740295932941 0.0061536895519158615 0.0083064810250930137 -0.00048169323376246864 0.011284278235619977 0.002525326389198502 0.0053118904308287066 0.010078288651192965 0.0057223854667333316 0.012125861065705186 0.0088087682386061971 -0.0013111331759401684 0.001044345273403451 0.0062612574646408849 0.0068183228489942854 0.0066126538247897708 0.0058131765176949561 -0.0045923233209621342 -0.00062040936851796391 0.0053146255348106202 0.00221752171704492
leaf_weight=22 181 26 46 182 73 30 26 22 21 24 58 42 21 21 30 875 23 388 23 35 22 20 456 36 29 40 21 24 26 278
leaf_count=22 181 26 46 182 73 30 26 22 21 24 58 42 21 21 30 875 23 388 23 35 22 20 456 36 29 40 21 24 26 278
internal_value=0 0.00282533 0.00555588 0.00469606 0.00439854 0.00398031 0.00207029 0.00175719 0.00213663 0.00583434 0.00467523 0.00579197 0.00531627 0.00620665 0.00611447 0.00544905 0.00621962 0.00613096 0.00674712 0.00542072 0.00514495 0.00549307 0.00656211 0.00888736 0.00333543 0.00301107 0.00256805 0.000378192 0.00246581 0.00251137
internal_weight=0 554 2567 553 507 434 373 347 325 112 82 2014 938 1076 1054 917 1024 1001 536 465 430 408 515 59 322 293 253 71 50 299
internal_count=3121 554 2567 553 507 434 373 347 325 112 82 2014 938 1076 1054 917 1024 1001 536 465 430 408 515 59 322 293 253 71 50 299
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 3 43 4 2 2 124 0 47 12 1375 1 3 1 52 49 12 3 1 47 0 0 12 0 43 0
split_gain=13.4061 1.66625 1.51943 0.835515 0.68403 0.650534 0.626122 0.537327 0.349407 0.348092 0.327158 0.325716 0.280531 0.257315 0.242077 0.238255 0.196809 0.192431 0.185776 0.183612 0.178897 0.316687 0.169313 0.163119 0.147296 0.145076 0.147079 0.139756 0.137886 0.136883
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.10089500000000001 0.31534000000000006 -0.025214999999999998 0.36766000000000004 0.13093500000000002 0.090175000000000019 -0.076779999999999987 -0.14920999999999998 0.090100000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.084785000000000013 -0.14186499999999996 0.12656000000000003 0.048770000000000008 -0.012034999999999999 -1.0000000180025095e-35 0.11658 0.11654500000000001 0.077555000000000013 -0.057069999999999989 -0.12333499999999999 0.090285000000000018 -0.060129999999999996 -0.083434999999999995 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 19 8 6 17 9 10 11 15 -1 22 -11 -12 -4 -15 -3 -7 -2 28 -22 -8 -16 -19 -18 -27 -13 -6 -14
right_child=1 5 4 -5 20 18 12 -9 -10 13 14 27 29 16 23 -17 25 24 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00092328531679764295 0.00046167438831545561 0.00032702999024003673 0.00065201422447367329 0.00036345291366380163 0.00046088820055096918 8.6507119083316372e-05 0.00045258191457723417 0.00043278067403935581 0.00046770594742849276 0.00050080139414712135 0.0004769429096988603 0.00074456776453224872 0.00044745017646574507 0.00078378772412292588 0.00067947881241938758 0.00042949622426878916 0.00052197674782398867 0.00010875873935744273 0.00026964088321814903 0.00066896559462548317 0.00069032109610815033 0.00037446255237499258 0.00029194831513479596 0.00080443793037309754 0.00027496562398825815 0.00074870468029560424 0.00067371018211412781 0.00060911237584804396 0.00024926000434503546 0.0006528016584356446
leaf_weight=39 20 80 37 74 29 57 52 24 41 26 20 1228 24 92 246 37 20 41 34 92 26 23 49 48 41 133 412 30 20 26
leaf_count=39 20 80 37 74 29 57 52 24 41 26 20 1228 24 92 246 37 20 41 34 92 26 23 49 48 41 133 412 30 20 26
internal_value=0 0.000371558 0.000699771 0.000525128 0.000606086 0.000300854 0.000343279 0.000724407 0.00063985 0.000727942 0.00065804 0.000746809 0.000434115 0.000692116 0.00068568 0.000540755 0.000699687 0.000258612 0.000154931 0.000631949 0.000458285 0.000542061 0.000374651 0.00069988 0.000191862 0.000685993 0.000692012 0.000741338 0.000374509 0.000554233
internal_weight=0 590 2531 186 527 404 313 2004 429 1980 388 1297 151 683 314 74 657 162 91 112 98 49 101 294 82 565 545 1258 49 50
internal_count=3121 590 2531 186 527 404 313 2004 429 1980 388 1297 151 683 314 74 657 162 91 112 98 49 101 294 82 565 545 1258 49 50
is_linear=0
shrinkage=0.00196078


Tree=6604
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 4 2 2 14 0 4 4 0 15 47 0 4 15 52 1 1 14 4 0 4 13 1
split_gain=36.4884 5.29555 3.68288 2.9347 2.11234 1.66793 1.02825 0.945752 0.843963 0.81508 0.721172 0.68946 0.58377 0.538233 0.426239 0.365601 0.464511 0.232563 0.232022 0.322352 0.357114 0.220758 0.219715 0.192975 0.189574 0.171054 0.169096 0.179944 0.179001 0.147083
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.13501500000000002 0.14285500000000004 0.062655000000000016 -0.22491999999999998 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.090100000000000013 -0.076579999999999995 -0.49013999999999996 0.085550000000000015 -0.56176499999999996 0.083345000000000016 0.16175000000000003 -0.41790499999999997 -0.036839999999999991 0.18019500000000002 -0.013125 -0.078279999999999975 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 17 11 10 -5 -6 12 13 14 -7 -4 15 16 -1 29 -17 -20 -21 -14 -16 -12 -15 -2 27 -23 -29 -3
right_child=1 2 6 7 8 9 -8 -9 -10 -11 23 -13 21 24 22 18 -18 -19 19 20 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010436522533826512 0.00095939852092780315 0.00037505683844802983 0.00041142400797684062 0.00084406723995556605 0.00083050130851293122 0.00061158430714082588 0.00048978535961703479 0.00043828348379026792 0.00044696547073031336 0.0006067723697781855 4.2087953721953658e-05 0.0011679218878179016 0.0010257631525314892 0.00030179239088194628 0.0009218902022766521 0.00098234251386401165 0.00069550594002264991 0.00052623699679422899 0.0010619722452818179 0.00068406123475382458 0.0009173793715829484 0.0009109389549957778 0.00073225278302531719 -0.00016967075790802973 9.6268225950588393e-05 0.00075801587815767799 0.00069640184003932806 0.00091358420901497791 0.00081213327518660932 0.00024468170661446107
leaf_weight=23 50 147 39 34 71 32 34 63 32 48 78 62 39 22 48 1173 41 32 40 33 107 334 46 21 80 24 20 99 206 43
leaf_count=23 50 147 39 34 71 32 34 63 32 48 78 62 39 22 48 1173 41 32 40 33 107 334 46 21 80 24 20 99 206 43
internal_value=0 0.000399233 0.0003381 0.000914748 0.00047927 0.000928538 0.000170653 0.000580517 0.000711345 0.000854276 0.000125443 0.000965267 0.00087055 0.000215507 0.000956952 0.000965434 0.000820621 0.000371596 0.000972284 0.000906736 0.000862383 0.000882422 0.000829089 -2.83056e-06 0.000140597 0.000894085 0.000873939 0.000879496 0.000845063 0.000345551
internal_weight=0 673 599 2448 325 2351 274 97 103 778 240 1573 730 141 1511 1417 64 222 1353 180 140 698 94 99 102 74 659 639 305 190
internal_count=3121 673 599 2448 325 2351 274 97 103 778 240 1573 730 141 1511 1417 64 222 1353 180 140 698 94 99 102 74 659 639 305 190
is_linear=0
shrinkage=0.00196078


Tree=6605
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 4 0 50 2 3 42 48 3 3 2 43 13 0 42 13 15 16 42 132 1 151 1 16 1 3
split_gain=0.455738 0.111062 0.0685937 0.0527284 0.0479372 0.0448105 0.0410571 0.0477228 0.0767705 0.0730814 0.0586395 0.0558933 0.0547051 0.0486938 0.0395016 0.0429856 0.0612547 0.0596902 0.0472924 0.0415916 0.0411721 0.0389373 0.0375958 0.0373829 0.0456595 0.0372813 0.037169 0.0423698 0.0367504 0.0364376
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 -0.4136149999999999 0.042705000000000007 -0.076234999999999983 0.089465000000000017 0.084655000000000022 -0.078244999999999995 0.085465000000000013 0.093265000000000015 -0.13927999999999999 -0.11171999999999999 0.14753000000000002 -0.04890499999999999 0.10820000000000002 -0.22491999999999998 0.086835000000000009 0.24394000000000002 -0.049819999999999996 -0.079734999999999986 0.11747 0.10365500000000001 0.14754500000000001 1.0000000180025095e-35 0.083345000000000016 -0.44310499999999992 0.10871500000000002 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 25 8 10 -9 -8 12 -10 -14 15 19 17 20 28 29 -17 -15 -11 24 -4 -1 27 -7 -19 -6
right_child=1 2 23 4 14 26 7 9 11 22 -12 -13 13 21 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.006911158066084307 0.0066410594501112603 0.0077880486679662549 0.0010976479092443532 0.0081370908766984947 0.0027278875239235712 0.0076698199082839208 0.005319402910853652 0.010092377897123235 0.010058122444333453 0.0073262444904281035 -0.0016954348977798455 0.0020969560483118164 0.0012384052473035727 0.010162966247563335 0.00080226409666624577 0.0046647864107329119 -0.00064774076232597942 0.0039117346920717793 0.0032355379724745142 0.0067592714957538103 -0.0012131403814154593 0.0057711505084369827 0.0017572817805392498 0.0039810459932376604 -0.0043565107585163782 0.0045151396817185319 0.0031154236850852615 0.0049314698129418796 0.0082460996132679987 -0.00066502970368720793
leaf_weight=1443 102 28 66 20 168 83 22 57 33 27 26 37 22 22 63 26 21 26 43 21 22 245 22 29 20 68 64 177 79 39
leaf_count=1443 102 28 66 20 168 83 22 57 33 27 26 37 22 22 63 26 21 26 43 21 22 245 22 29 20 68 64 177 79 39
internal_value=0 0.00356671 0.00309937 0.00355919 0.00333494 0.00636611 0.0065409 0.00576793 0.00527571 0.00765787 0.0015197 0.0057779 0.00620087 0.00576042 0.00314587 0.00347767 0.00448511 0.00503505 0.00602889 0.00251883 0.00197074 0.00613302 0.00482589 0.000876216 -0.000170761 0.00680333 0.00527424 0.00580564 0.00717283 0.00208864
internal_weight=0 773 671 556 528 2348 2024 513 407 106 48 359 322 289 508 445 217 196 148 228 48 267 49 115 86 1511 324 260 105 207
internal_count=3121 773 671 556 528 2348 2024 513 407 106 48 359 322 289 508 445 217 196 148 228 48 267 49 115 86 1511 324 260 105 207
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=31
num_cat=0
split_feature=1 3 3 0 0 1 4 43 12 4 12 1452 160 15 2 2 2 13 484 39 3 1456 51 1 4 2 4 42 12 4
split_gain=0.372935 0.0651584 0.0564317 0.0641899 0.044248 0.0519514 0.048611 0.0506133 0.0496356 0.0587923 0.0876668 0.0479988 0.0474045 0.0408692 0.0669639 0.0462329 0.0715459 0.0404036 0.0452302 0.0431289 0.0662593 0.0399772 0.0388981 0.0356346 0.0355474 0.0443353 0.0348386 0.0345097 0.035184 0.0468549
threshold=0.10920500000000001 -0.049509999999999992 0.11924500000000002 -0.10836499999999999 -0.075934999999999989 0.096325000000000008 -0.49405499999999997 -0.11720999999999999 0.08401500000000002 -0.16363499999999997 -0.042789999999999988 0.10567500000000001 -0.0094199999999999978 -0.56020999999999987 0.31358000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.00084500000000000016 -0.067484999999999989 0.098220000000000016 0.149315 -0.052299999999999992 0.11326500000000002 0.10638500000000002 0.42642000000000008 0.12043500000000001 -0.085409999999999986 -0.080354999999999982 0.091085000000000013 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 -4 5 11 7 -6 9 -8 -11 26 -7 -3 15 -15 -17 18 -18 20 22 -10 -20 -14 25 -2 -1 -23 -29 -30
right_child=1 13 3 -5 6 12 8 -9 21 10 -12 -13 23 14 -16 16 17 -19 19 -21 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0070900785438425375 0.0061140744697275717 0.0058210250670806723 -0.0021168854500865568 0.0054185912236929517 0.0021547376311251095 0.0071322707747458487 0.0062396094435825944 0.0074935347517274091 0.0020139076423947699 0.0038550106512213293 -0.0032269542009152213 0.010625821682017136 0.0020266314426141724 -0.00020454149119489428 -0.0036288573713549837 0.0077774113928899173 -0.0019218380725942554 -0.001738502264682514 0.0045574652220777894 -8.0034398872937487e-05 0.0017624082182860609 0.0075841318342256651 0.0097200628628434076 0.0059612865865346981 0.0020091645261605404 0.001631100554784228 0.0058305137144034095 0.0087146761948647712 0.00041700320434756577 0.0050171281573400507
leaf_weight=260 104 26 20 26 21 40 31 115 40 44 29 23 82 70 22 25 20 24 54 35 77 58 20 32 49 28 1413 23 24 286
leaf_count=260 104 26 20 26 21 40 31 115 40 44 29 23 82 70 22 25 20 24 54 35 77 58 20 32 49 28 1413 23 24 286
internal_value=0 0.00275246 0.00561331 0.0021423 0.00567664 0.00592895 0.004981 0.00666916 0.00455186 0.00259103 0.00104163 0.00608864 0.00417036 0.00199699 0.00171046 0.00207189 0.0026968 0.00214456 0.00259695 0.00308284 0.00381596 0.00502501 0.00595276 0.0031311 0.0043093 0.00516314 0.00602626 0.00533305 0.00494097 0.00466099
internal_weight=0 554 2567 46 2521 1850 671 136 535 104 73 1696 154 373 347 325 255 230 206 186 151 431 74 114 181 132 1673 391 333 310
internal_count=3121 554 2567 46 2521 1850 671 136 535 104 73 1696 154 373 347 325 255 230 206 186 151 431 74 114 181 132 1673 391 333 310
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=31
num_cat=0
split_feature=1 155 0 9 2 9 3 0 44 4 42 14 51 50 47 12 0 1 1 457 1 457 48 52 1 1 1 0 51 16
split_gain=0.302077 0.0552111 0.0576154 0.0532429 0.0599459 0.0910519 0.0457097 0.0522047 0.0423358 0.0425129 0.0388863 0.0481239 0.0722694 0.0394445 0.0350926 0.0343961 0.0486169 0.0339957 0.0323244 0.0288406 0.0624025 0.0523727 0.051467 0.0287051 0.0285358 0.0414295 0.0291105 0.0328774 0.0280365 0.0392683
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 0.099965000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.11924500000000002 -0.097274999999999986 1.0000000180025095e-35 0.042705000000000007 -0.019989999999999997 -0.073114999999999986 -0.065634999999999985 0.09524500000000001 0.11043500000000002 -0.086254999999999984 -0.071924999999999989 0.094465000000000007 0.13869000000000004 0.083415000000000017 0.084525000000000003 0.041220000000000007 0.087215000000000015 0.0031350000000000002 0.083345000000000016 0.093400000000000025 0.097525000000000014 -0.14454499999999995 -0.22411499999999998 -0.0068949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 8 -8 9 15 -6 12 -12 -14 -7 16 17 -1 23 21 -21 28 -22 -13 -11 -26 -27 -28 -17 -30
right_child=1 -3 -4 -5 10 14 7 -9 -10 24 11 18 13 -15 -16 19 -18 -19 -20 20 22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0078598775302948943 0.00045145416941789053 0.0063214282521844986 -0.0029128985789914925 -0.0013854271321393113 -0.001601526582297603 0.0079217462096130477 -0.0012973184949563196 0.0054466698646799408 0.0087816854653459397 0.0046541914422093432 0.00057975645177066326 0.00288894662853636 0.010165175562724471 0.0044319004831292362 0.0041935538443937607 0.0074914571422673134 -0.00067324047558940951 0.0028959448594046205 -0.00057837742444297126 0.005541824233025695 -0.0024419934190202343 0.009627985706601035 0.0043234350995837965 -0.00054776299395598472 -0.001265530503310618 0.0065681185033172372 -0.00070591491253470034 0.0040859520873184219 0.0055908508095637776 0.0045940041985142654
leaf_weight=22 41 35 21 34 28 50 24 22 31 254 31 128 20 30 51 59 23 37 55 78 23 29 22 30 21 25 21 45 1254 577
leaf_count=22 41 35 21 34 28 50 24 22 31 254 31 128 20 30 51 59 23 37 55 78 23 29 22 30 21 25 21 45 1254 577
internal_value=0 0.00247721 0.00221797 0.00243433 0.00271422 0.00442583 0.00505198 0.00192807 0.00510898 0.00506325 0.00195942 0.00229855 0.00437325 0.00672521 0.00603919 0.00523478 0.00322662 0.0047469 0.00150958 0.00531542 0.00383099 0.00541057 0.000865549 0.00223641 0.00406786 0.00273813 0.00366205 0.00256127 0.00534585 0.00527672
internal_weight=0 554 519 498 464 142 2567 46 2521 2490 322 294 81 50 101 2124 82 59 213 2042 123 1919 45 158 366 112 91 66 1890 1831
internal_count=3121 554 519 498 464 142 2567 46 2521 2490 322 294 81 50 101 2124 82 59 213 2042 123 1919 45 158 366 112 91 66 1890 1831
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 2 12 2 4 2 14 15 1429 0 50 47 1 14 0 40 47 0 39 4 49 151 3 16
split_gain=12.154 1.6009 1.29057 0.760767 0.720344 0.708181 0.461379 0.450446 0.436537 0.350198 0.284112 0.278327 0.248101 0.167458 0.150521 0.144297 0.142668 0.135733 0.1307 0.125042 0.120647 0.112089 0.110361 0.108678 0.108173 0.114373 0.106678 0.122462 0.114059 0.112404
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 -0.16363499999999997 -1.0000000180025095e-35 0.090285000000000018 0.10803500000000001 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 -0.015219999999999999 -0.13027499999999997 0.086295000000000011 0.091680000000000011 0.12958500000000003 0.062655000000000016 -0.092404999999999973 -0.077714999999999992 0.077555000000000013 -0.04917499999999999 0.098220000000000016 -0.033174999999999989 -0.066019999999999981 -0.082829999999999973 -0.013929999999999998 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 14 7 -5 21 12 18 13 19 15 20 -2 -4 -7 26 -9 22 -10 -3 -1 -16 25 -11 28 -28 -8 -29
right_child=1 5 8 6 -6 16 17 9 10 24 -12 -13 -14 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00062836390960295909 0.00075060194773257519 0.00029523688934597316 0.00056630796945627486 0.00069474542700814572 0.00035590869288202562 0.00011688049473017852 0.00036564573632888274 0.00065165765703043194 0.00076530409679442899 0.0004983857496510428 0.00058466640143318743 0.00043372884380287504 0.00085486706158897354 0.00050787067347272073 0.00060726381779038861 0.00071145141972302759 0.00029032047298720593 0.00054921531504294608 0.00043264649589272106 0.00080537865147552385 0.00067081062677094838 0.00015653362663179708 0.00075625357448413813 0.00044616693256894189 0.00023309384173725124 0.00034374531559190901 0.00045937375099916949 0.00039710212450206673 0.00054788707386157999 0.00020067005437643577
leaf_weight=159 22 42 27 31 74 88 23 22 56 22 171 22 46 23 69 1068 23 31 20 22 718 48 31 21 27 112 27 21 31 24
leaf_count=159 22 42 27 31 74 88 23 22 56 22 171 22 46 23 69 1068 23 31 20 22 718 48 31 21 27 112 27 21 31 24
internal_value=0 0.000355499 0.000668009 0.000569027 0.000506028 0.000286196 0.000476146 0.000336725 0.000687815 0.000387916 0.000657188 0.00064365 0.000713799 0.000672748 0.000605214 0.000707873 0.000152819 0.000432983 0.000547367 0.000665434 0.000677647 0.000221262 0.00064923 0.000569675 0.00034632 0.000369134 0.000404386 0.000354977 0.000470266 0.000292338
internal_weight=0 590 2531 422 186 404 188 293 2109 203 968 234 1141 797 112 1095 111 157 42 212 774 90 190 90 161 134 126 72 54 45
internal_count=3121 590 2531 422 186 404 188 293 2109 203 968 234 1141 797 112 1095 111 157 42 212 774 90 190 90 161 134 126 72 54 45
is_linear=0
shrinkage=0.00196078


Tree=6609
num_leaves=31
num_cat=0
split_feature=1 2 0 14 124 13 2 10 2 51 10 13 4 1420 48 48 457 11 52 158 1456 158 12 15 159 16 12 48 42 1444
split_gain=0.299542 0.0854473 0.0519604 0.0425052 0.0410968 0.0394462 0.0361814 0.034789 0.0545691 0.0433179 0.0372616 0.0341144 0.0323938 0.0301113 0.0297618 0.0573124 0.0297611 0.0293115 0.0293517 0.0292124 0.0377323 0.0356385 0.0282488 0.0341642 0.0265801 0.0630585 0.0657828 0.025926 0.0236214 0.023361
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.076175000000000007 -0.083859999999999976 -0.0093149999999999986 0.15609500000000001 1.0000000180025095e-35 0.13404500000000005 0.10532000000000001 -1.0000000180025095e-35 -0.11122999999999998 0.42642000000000008 -0.085924999999999987 -0.065739999999999979 0.078735000000000013 0.045365000000000009 0.075910000000000019 0.016565000000000003 0.11817500000000002 -1.0000000180025095e-35 0.11174500000000002 0.097325000000000009 -0.067579999999999987 0.097885000000000014 -0.11118499999999999 -0.07983999999999998 0.14174500000000004 0.091205000000000008 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 -1 11 8 10 24 -2 -4 14 -6 -3 -16 -17 -5 -19 21 -21 29 23 -13 25 26 -10 -11 -25 -15
right_child=7 2 6 17 13 -7 -8 -9 9 27 -12 22 -14 19 15 16 -18 18 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0045835996736665642 0.00098117430510077019 0.0048417297281468149 0.0015527516229529724 0.00484225376396729 0.0089272352369417531 -0.00019422907778924263 0.00029464561492204672 -0.00065501658790843918 0.005562369836261496 0.0058636236283928153 0.0047233069341803234 0.0041824529279902989 0.0061046267882920802 0.0020226465123098182 -0.0030255276190403564 0.0035475592202662181 -0.00055909642204642301 0.010825540334917606 0.0062695145553264484 0.010961087032919752 0.0052740849055615928 0.00094680624548345812 0.0039959399146339133 0.0061049748542496849 0.0021140498601896472 -0.0049135197266608616 -0.0016269591903047905 0.0012114612547599751 0.0097086767496710469 0.0052291324735370785
leaf_weight=48 36 26 33 29 22 27 20 47 20 25 102 90 20 23 26 60 25 31 26 20 28 20 187 105 43 27 35 23 22 1875
leaf_count=48 36 26 33 29 22 27 20 47 20 25 102 90 20 23 26 60 25 31 26 20 28 20 187 105 43 27 35 23 22 1875
internal_value=0 0.00495504 0.00391466 0.00525229 0.00516149 0.00286358 0.00445385 0.00188076 0.00226398 0.00108091 0.0037471 0.0046442 0.00234516 0.00524818 0.00179633 0.00108299 0.00233972 0.00743052 0.00874735 0.00520701 0.00764367 0.00514603 0.00489672 0.00567297 0.000100343 -0.000955624 0.000987342 0.00363446 0.00672924 0.00519028
internal_weight=0 2763 614 2149 2063 75 457 358 311 173 138 437 157 1988 137 111 85 86 57 1966 48 1918 404 217 125 82 55 48 127 1898
internal_count=3121 2763 614 2149 2063 75 457 358 311 173 138 437 157 1988 137 111 85 86 57 1966 48 1918 404 217 125 82 55 48 127 1898
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=31
num_cat=0
split_feature=1 1 155 15 157 1 15 157 1 0 51 133 133 4 4 44 51 10 13 43 41 1456 43 1456 130 3 133 484 484 43
split_gain=0.244026 0.0494223 0.0445147 0.0382902 0.0617642 0.0444688 0.0430577 0.130012 0.0888792 0.06963 0.0656869 0.0573489 0.100064 0.055852 0.0402177 0.0381264 0.0373584 0.0357097 0.0341102 0.0524743 0.0495694 0.0347678 0.0347568 0.0441955 0.0417018 0.0379147 0.0421846 0.032624 0.0545843 0.0465133
threshold=0.10920500000000001 0.14262000000000002 0.10158500000000002 0.024640000000000006 -0.0091799999999999989 0.095950000000000021 -0.0079099999999999986 -0.080299999999999996 0.079415000000000013 -0.030209999999999997 -0.089864999999999987 -1.0000000180025095e-35 0.048520000000000008 -0.064054999999999987 -0.17966999999999997 0.083555000000000018 0.10532000000000001 -0.074314999999999978 0.054800000000000008 -0.071629999999999985 0.07677500000000001 -0.16480999999999998 0.0051600000000000005 -0.082334999999999978 0.086055000000000006 -0.079864999999999978 -0.071719999999999992 -0.081614999999999979 -0.020124999999999994 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 -5 6 9 10 11 13 -8 -9 -13 -1 -7 -2 -16 -3 20 -20 21 -6 23 -23 25 26 -24 29 -29 -25
right_child=1 17 -4 4 18 14 7 8 -10 -11 -12 12 -14 -15 16 -17 -18 -19 19 -21 -22 22 24 27 -26 -27 -28 28 -30 -31
leaf_value=0.010109316620510072 0.0022611328365812044 -0.0032690385240130128 0.007091832289006561 0.0098028102202358872 0.0013395743932610809 0.005219420998787078 -0.0047564137547921673 0.0073228451143950227 0.0076320566872324237 -0.00094087142774480445 0.0024984958135367682 -0.002837538373159987 0.0048478567403637705 0.0047675580070716895 0.0019208830147092798 0.0066319259135828659 0.0064704513960168707 0.0012405322699729974 0.0043043428796961485 -0.00086947651579976086 0.0090094393239386616 0.0095374629274010674 0.0033157766996095347 0.00030795050202868878 0.0070545920428182743 0.004726856791374438 -0.0013562198072947838 0.010593091133050622 0.0052812422267450379 0.0065337906498461971
leaf_weight=20 402 22 22 26 26 65 26 20 59 21 24 32 36 918 185 21 20 87 107 24 31 25 68 30 38 108 27 20 591 20
leaf_count=20 402 22 22 26 26 65 26 20 59 21 24 32 36 918 185 21 20 87 107 24 31 25 68 30 38 108 27 20 591 20
internal_value=0 0.00223876 0.00270622 0.00455294 0.00498471 0.00420747 0.00447735 0.0031308 0.00462905 0.00475396 -0.00127406 0.00261566 0.0012312 0.00488145 0.00305198 0.00247812 0.00236474 0.000330344 0.00487235 0.00335647 0.00507416 0.00494616 0.00504731 0.00541024 0.00401423 0.0034451 0.00198795 0.00525415 0.00545512 0.00279829
internal_weight=0 554 445 2567 1141 1426 1156 197 147 959 50 88 68 938 270 423 205 109 1115 131 984 953 927 686 241 203 95 661 611 50
internal_count=3121 554 445 2567 1141 1426 1156 197 147 959 50 88 68 938 270 423 205 109 1115 131 984 953 927 686 241 203 95 661 611 50
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=31
num_cat=0
split_feature=1 2 12 132 124 11 4 16 1 0 4 1 11 41 158 52 0 2 1 3 4 150 2 0 0 12 52 42 3 132
split_gain=0.202041 0.0644363 0.0404258 0.0586636 0.0352164 0.0403776 0.0436996 0.059075 0.0511381 0.0502944 0.0650823 0.0362591 0.0361526 0.0635898 0.0338489 0.0385505 0.0335266 0.0630353 0.0886973 0.062057 0.0521653 0.033307 0.0324066 0.0321497 0.0297909 0.0527654 0.0324067 0.0428089 0.0289937 0.0412875
threshold=0.11846000000000002 0.10803500000000001 0.089005000000000015 0.081465000000000024 -0.083859999999999976 0.096970000000000015 -0.39518999999999993 0.19444000000000003 0.081670000000000006 -0.075934999999999989 -0.14098499999999997 0.094090000000000021 0.078065000000000009 0.079300000000000009 0.080150000000000013 0.11639500000000001 -0.10607499999999999 0.079055000000000014 0.081670000000000006 0.076840000000000006 0.10637500000000001 0.08926000000000002 0.095545000000000005 -0.06563999999999999 -0.071719999999999992 0.094580000000000011 -0.012164999999999999 0.11649000000000002 0.30112000000000005 0.10365500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 21 11 6 7 -6 -9 12 -11 -1 14 -14 16 -16 17 -8 20 -20 -19 -3 24 -24 25 -12 -26 -28 -2 -30
right_child=28 2 -4 -5 5 -7 9 8 -10 10 22 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=0.0055731147885895692 0.0020452177959864809 0.0032331629087069113 0.0037330805426227884 -0.0028233907874285554 0.0094908411910354703 4.6255730558186771e-05 -0.0015960141944770631 0.00055652432704598391 0.0060004987296997572 -0.0017163346436483646 -0.00041354569239598335 0.0012163021915411164 0.011456002148333937 0.0040164672984112125 0.0062360803882422098 0.0016687305134144568 0.0043969477796195686 0.010099390663068605 -0.0028446919040843138 0.0032053389960145237 0.0039913230334761842 -0.0002127820761719098 0.0029877222751827628 -0.0015684276420090881 0.0033100417763408693 0.0046619709117631256 0.0090434929317728223 0.0040975605629916699 -0.001271273950613769 0.0032722657845754713
leaf_weight=26 260 127 252 24 37 22 26 22 80 26 33 72 20 27 154 21 1335 27 21 88 29 36 59 21 54 54 35 35 70 28
leaf_count=26 260 127 252 24 37 22 26 22 80 26 33 72 20 27 154 21 1335 27 21 88 29 36 59 21 54 54 35 35 70 28
internal_value=0 0.00401756 0.00290644 0.00179246 0.00422745 0.00430912 0.00435168 0.00606795 0.00482631 0.00423615 0.00307726 0.00237219 0.00444631 0.00718223 0.00437072 0.005688 0.00421965 0.00298045 0.0037016 0.00203974 0.00693628 0.0024721 0.00350556 0.00179173 0.00415535 0.00273677 0.00515064 0.00657053 0.00149271 2.68803e-05
internal_weight=0 2763 439 187 2324 2226 2204 139 102 2065 317 98 1748 47 1701 175 1526 191 165 109 56 163 291 80 211 87 124 70 358 98
internal_count=3121 2763 439 187 2324 2226 2204 139 102 2065 317 98 1748 47 1701 175 1526 191 165 109 56 163 291 80 211 87 124 70 358 98
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 14 4 0 0 2 12 1429 2 1 4 4 3 2 50 15 151 1 16 1 40
split_gain=17.4871 2.19433 1.92628 1.09703 1.0089 0.914696 0.663209 0.661698 0.551141 0.520843 0.472004 0.377926 0.359752 0.302159 0.464535 0.238562 0.197424 0.196465 0.190676 0.187606 0.185062 0.336702 0.274206 0.179821 0.237498 0.177776 0.176476 0.167553 0.164393 0.14695
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14530500000000005 -0.17966999999999997 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.033845000000000007 -0.23194499999999998 -0.075934999999999989 0.092235000000000025 0.13597000000000004 -0.015219999999999999 0.088930000000000023 0.081315000000000012 -0.04890499999999999 -0.064054999999999987 0.013900000000000001 0.099185000000000009 0.041865000000000006 -0.41396999999999995 -1.0000000180025095e-35 0.12958500000000003 -0.087874999999999981 0.13534000000000004 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 16 8 -5 10 29 26 17 15 -1 14 27 -9 -2 -4 -19 -11 22 -22 -14 24 -7 -26 -10 -8 -21 -3
right_child=1 5 7 6 -6 23 13 11 9 19 -12 -13 20 -15 -16 -17 -18 18 -20 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010384724420659682 0.00090150302159807479 0.00036829346633778279 0.0008758848794211873 0.00086806919720261856 0.00043995306216610693 0.00028343993048217858 0.00061115982412707573 0.00082536157213363359 0.0007852979694989488 0.00059887015936421414 0.0010639528941620343 0.00071098790835315729 0.00092374848069828202 0.00042235337679177637 0.00052141370466584486 0.00064369007350626307 0.00069429528520063117 0.00083481544445581973 0.00067238587447825604 0.00042278161185314573 0.00078427324103305803 0.00052620215463658536 0.00065359035835546608 0.00035100475672984976 0.00018537060253620655 -5.8420144977446612e-05 0.00053080785216069694 0.00083993947106030052 0.00023580873254634417 0.0002096753333898049
leaf_weight=22 22 43 913 31 74 32 20 666 22 20 46 156 52 47 95 29 90 268 31 130 77 26 20 23 23 23 20 32 21 47
leaf_count=22 22 43 913 31 74 32 20 666 22 20 46 156 52 47 95 29 90 268 31 130 77 26 20 23 23 23 20 32 21 47
internal_value=0 0.00044138 0.000816235 0.000695307 0.000617614 0.000360243 0.000601761 0.000840432 0.000414109 0.000468468 0.000868998 0.000798204 0.000802149 0.000559207 0.000602963 0.000817781 0.000734997 0.000861599 0.000817975 0.000420415 0.00077244 0.000719129 0.000848705 0.000198644 0.000153717 6.34752e-05 0.000664112 0.000751947 0.000396779 0.00028546
internal_weight=0 590 2531 422 186 404 225 2109 303 213 1258 851 197 194 147 695 112 1212 299 171 175 103 72 101 78 46 42 52 151 90
internal_count=3121 590 2531 422 186 404 225 2109 303 213 1258 851 197 194 147 695 112 1212 299 171 175 103 72 101 78 46 42 52 151 90
is_linear=0
shrinkage=0.00196078


Tree=6613
num_leaves=31
num_cat=0
split_feature=1 2 12 132 124 11 4 48 0 4 48 3 52 1 2 49 34 97 13 12 16 1 16 13 0 52 150 2 52 4
split_gain=0.217673 0.0711677 0.0393471 0.0530418 0.038895 0.0461713 0.0387173 0.0843809 0.0502158 0.0483169 0.0393605 0.0356578 0.0349768 0.0335862 0.0316799 0.0409196 0.0314285 0.0438886 0.0433769 0.0559944 0.0375441 0.0472505 0.0423217 0.0360662 0.0488315 0.029174 0.0280593 0.0274837 0.0243917 0.0242996
threshold=0.12000500000000001 0.10803500000000001 0.089005000000000015 0.081465000000000024 -0.083859999999999976 0.097680000000000017 -0.17966999999999997 0.093265000000000015 -0.062294999999999996 -0.053309999999999989 -0.098424999999999985 0.092670000000000016 0.056145000000000007 0.094090000000000021 0.090675000000000019 -1.0000000180025095e-35 -0.038779999999999995 -0.079444999999999988 -0.072819999999999982 0.096990000000000007 -0.11118499999999999 0.13927000000000003 -0.40995499999999996 0.10935500000000002 -0.074229999999999977 -0.065544999999999978 0.08926000000000002 0.089605000000000018 0.056145000000000007 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 26 13 6 7 12 10 -10 -8 -12 27 -1 -13 -16 17 -2 19 20 22 -22 28 24 -20 -26 -3 -6 -18 -4
right_child=16 2 29 -5 5 -7 8 -9 9 -11 11 14 -14 -15 15 -17 18 -19 23 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.005649932834561556 0.0022942640996050268 0.0033738555717308261 0.0043219702961718029 -0.0022571704576257617 0.0089781011668965231 -0.00022410370700526986 0.0090003414801321929 0.00024087937670715508 -0.0012317526587766821 0.0038989776941016317 0.0046192801904198317 -0.0010870586894452573 0.0098290732897379825 0.0014790916275233032 0.00085372367377757391 0.0070384570001624531 -0.00048858370188803923 -0.0040970338296822525 0.001005815723064271 -0.0042172285728156568 0.001902064576680804 -0.0044160459097474817 0.0064553747527774574 0.00074436530227434236 0.0032679006079982583 0.0074336507896077819 0.00038162206907234179 0.0051430636526060272 0.0038652015236121692 0.0015184995700514669
leaf_weight=26 21 133 219 25 25 20 20 21 29 50 1896 20 34 75 23 20 31 22 33 20 29 20 23 44 29 40 41 74 22 36
leaf_count=26 21 133 219 25 25 20 20 21 29 50 1896 20 34 75 23 20 31 22 33 20 29 20 23 44 29 40 41 74 22 36
internal_value=0 0.0042493 0.00310378 0.00204995 0.00447222 0.00455908 0.00460232 0.00613173 0.00448788 0.00201555 0.00458657 0.00454151 0.00706186 0.00255277 0.00220101 0.00373034 0.00154779 -0.000975702 0.00192067 0.000695561 0.00148161 -0.000676756 0.00287318 0.00313739 0.00416968 0.00568283 0.00266879 0.00611151 0.00131865 0.00392619
internal_weight=0 2787 454 199 2333 2232 2212 154 2058 79 1979 1959 133 101 63 43 334 43 291 145 125 49 76 146 102 69 174 99 53 255
internal_count=3121 2787 454 199 2333 2232 2212 154 2058 79 1979 1959 133 101 63 43 334 43 291 145 125 49 76 146 102 69 174 99 53 255
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 4 2 0 1 4 150 12 4 15 47 0 3 11 0 4 1 43 15 4 4
split_gain=29.1808 4.56663 2.71345 2.30128 1.57383 1.43242 0.884713 0.757037 0.718757 0.71636 0.674545 0.491292 0.438767 0.549081 0.328244 0.322048 0.321323 0.307651 0.273431 0.215923 0.181249 0.174192 0.159193 0.148047 0.208763 0.14478 0.134767 0.127781 0.127515 0.109354
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.40473500000000007 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.40945500000000007 1.0000000180025095e-35 0.09141500000000001 -0.52556499999999995 -0.097454999999999986 0.090100000000000013 -0.064339999999999994 -0.017889999999999996 1.0000000180025095e-35 -0.075934999999999989 -0.17966999999999997 0.14754500000000001 -0.036954999999999995 -0.065449999999999994 0.00063500000000000004 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 12 15 -5 -6 14 13 27 -4 22 17 -14 -15 -3 28 -16 -7 29 -25 -13 -22 -1 -18 -19
right_child=1 2 6 9 10 8 -8 -9 -10 -11 -12 25 16 18 21 -17 20 23 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00087670414220719108 0.00078135226328245879 0.00026128641719183447 0.00028662544608709 0.00070544989251090169 0.00068743557948358256 0.00071363805319630462 0.00039520103371308286 0.0010003651770060522 0.00046078184356279915 0.00035228988983564905 0.00033180036502081125 3.0660361618383778e-05 0.0010682959503987256 0.00074346163657073878 0.00019985654362244531 0.00051426508040762454 0.00079204368729751521 0.00083328248156489568 0.00046381353280836176 0.00043081526731537283 0.00053841996400114047 2.3573664256976944e-05 0.00083294630843718171 0.00082953723906991229 0.00061197266220023813 -0.00012024140611926754 0.00075802148000644149 0.00072185274706605598 0.00069413530609662376 0.00074503879339312784
leaf_weight=42 71 192 43 34 70 351 37 76 48 63 29 55 20 20 32 29 384 1023 41 34 22 66 49 39 30 44 21 40 59 57
leaf_count=42 71 192 43 34 70 351 37 76 48 63 29 55 20 20 32 29 384 1023 41 34 22 66 49 39 30 44 21 40 59 57
internal_value=0 0.000311037 0.000255568 0.000772049 0.0003771 0.00078426 0.000112976 0.000808679 0.000688328 0.000476078 0.00058326 6.94661e-05 0.000800576 0.000696373 0.000143803 0.000713788 0.00080958 0.000827196 0.000555501 0.000286791 0.000767207 8.11354e-05 0.000728253 0.000822999 0.000734944 -3.64071e-05 0.000645667 0.000801167 0.000779004 0.000828625
internal_weight=0 673 602 2448 325 2351 277 1874 477 97 99 240 1798 143 141 429 1655 1169 61 226 486 98 400 1149 69 99 43 82 443 1080
internal_count=3121 673 602 2448 325 2351 277 1874 477 97 99 240 1798 143 141 429 1655 1169 61 226 486 98 400 1149 69 99 43 82 443 1080
is_linear=0
shrinkage=0.00196078


Tree=6615
num_leaves=31
num_cat=0
split_feature=1 52 3 1 1 12 4 12 159 0 2 2 150 2 3 3 47 132 12 52 1 1 0 43 12 47 15 1 47 16
split_gain=15.5904 1.93215 1.63724 1.43881 0.838355 0.736838 0.658225 0.53333 0.465656 0.442745 0.388974 0.369142 0.338781 0.324202 0.286707 0.477955 0.181091 0.170429 0.165982 0.147203 0.1424 0.132143 0.120802 0.107002 0.15342 0.105275 0.104112 0.103873 0.0989982 0.0987518
threshold=0.10752500000000002 -0.40306999999999998 -0.065819999999999976 0.12408500000000001 0.092390000000000014 0.089570000000000025 0.36766000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14920999999999998 0.13404500000000005 0.089885000000000007 1.0000000180025095e-35 0.11389000000000002 0.30112000000000005 0.10299500000000002 0.077555000000000013 0.10365500000000001 1.0000000180025095e-35 -0.56176499999999996 0.090540000000000023 0.13146500000000003 -0.036484999999999997 0.0016850000000000001 0.09141500000000001 0.090100000000000013 0.079055000000000014 0.15022500000000003 0.090280000000000013 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 6 5 10 25 9 -6 -5 -1 16 20 -9 -7 15 21 26 27 -13 -20 -11 -10 -23 -21 -25 -3 29 -16 -2 -4
right_child=1 3 4 8 7 13 -8 12 14 11 -12 18 -14 -15 17 -17 -18 -19 19 23 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0007552855059962929 0.00065640178113396646 0.00018395009907649944 0.00046121975639518592 0.0003182994130226962 0.00024593743504773753 0.00050568487205523104 0.00025981549064026159 0.00052294571443205478 0.00015571965835399449 0.00061112348009246902 0.00033668942229055305 0.00039107734871238783 0.00026229520287606329 0.00021617990091566327 -4.8251007627900681e-05 0.00033005936593412486 0.00067730420875989304 8.0015995482332389e-05 0.00067095465377707542 0.00055739916054298297 0.0005555229862004693 -4.784631421842144e-05 8.9740445711289075e-05 0.00035290739992085627 0.00052552523810410641 0.00031078116800879534 0.00060117352973012368 -0.00022061230322601748 0.0004847847363528083 0.0005465106857357548
leaf_weight=58 24 156 101 26 90 58 24 73 31 1027 40 26 26 20 41 27 34 28 37 481 214 59 42 24 113 30 55 20 28 108
leaf_count=58 24 156 101 26 90 58 24 73 31 1027 40 26 26 20 41 27 34 28 37 481 214 59 42 24 113 30 55 20 28 108
internal_value=0 0.00020307 0.000557013 0.000168185 0.000459765 0.000271489 0.000582587 0.00035518 6.86525e-05 0.000586499 0.000518245 0.000581406 0.000454492 0.000431453 4.24798e-05 9.2359e-05 0.000542615 -4.66302e-05 0.000544723 0.000550822 0.000601536 4.37385e-05 9.36798e-06 0.00054363 0.000495286 0.000204407 0.000525269 -0.000104763 0.000563993 0.000505294
internal_weight=0 590 2531 538 527 264 2004 189 274 1980 338 1922 99 78 248 159 298 89 681 655 1241 132 101 618 137 186 264 61 52 209
internal_count=3121 590 2531 538 527 264 2004 189 274 1980 338 1922 99 78 248 159 298 89 681 655 1241 132 101 618 137 186 264 61 52 209
is_linear=0
shrinkage=0.00196078


Tree=6616
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 48 12 47 376 43 4 156 402 2 2 13 15 10 43 4 13 12 12 52 0 1420 49 48 15
split_gain=0.308452 0.0878496 0.0619544 0.0588218 0.0632095 0.0591255 0.0434468 0.0405933 0.0385812 0.0426139 0.0365515 0.044532 0.0410786 0.0337845 0.0373993 0.0523981 0.0451016 0.0445169 0.0384536 0.0330163 0.0328475 0.0315009 0.0302324 0.071457 0.0420871 0.0446924 0.0307726 0.0283195 0.0261549 0.0253506
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 0.08104500000000002 -0.078139999999999973 0.12178000000000001 -0.024949999999999996 0.099815000000000015 0.085505000000000012 0.080200000000000007 -0.11720999999999999 1.0000000180025095e-35 0.082605000000000026 0.091530000000000014 0.13754500000000003 -1.0000000180025095e-35 -0.016469999999999995 -0.41942499999999994 -0.38124499999999995 -0.085594999999999991 0.50996500000000011 0.0061450000000000003 0.097575000000000009 0.097145000000000023 0.029970000000000007 -0.072269999999999987 -0.083904999999999993 -0.013049999999999997 -0.08595499999999999 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 28 22 13 -10 29 12 19 14 15 20 -17 -16 -19 -12 -2 -8 23 26 25 -24 -3 -7 -6 -4
right_child=8 7 3 -5 5 27 21 -9 9 -11 11 -13 -14 -15 17 16 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088082630869134194 -0.0018774152857561907 0.0080598612578633502 0.0069877539073959702 0.0083245403783652801 0.0045511138730771131 0.0044977708929218353 0.0058674266643943714 0.0041485257239637086 0.0042957921563099846 -0.00073468710096286874 0.0068440027465112505 -0.0022942263681184631 -0.0017192121944390238 -0.0026282626968484536 0.0025461577938403934 0.0023978962965712355 0.0078961036801338206 0.0017186486361814397 -0.0035657306993380194 0.0019608606136817899 0.0026029264570550169 0.001728333728387952 0.0090354076423285398 -0.00072906253160908829 0.010831302175622273 0.0030124252745216446 0.0052187777700310025 -0.00019544327321151893 -0.00043982080006528469 0.0023163594377155487
leaf_weight=28 30 39 21 29 21 20 228 370 85 21 20 29 20 23 40 37 25 21 40 45 36 20 22 20 23 28 1697 36 21 26
leaf_count=28 30 39 21 29 21 20 228 370 85 21 20 29 20 23 40 37 25 21 40 45 36 20 22 20 23 28 1697 36 21 26
internal_value=0 0.00481822 0.00370481 0.00394436 0.00369382 0.00445548 0.00502992 0.00510378 0.00169855 0.00329919 0.00205696 0.00108949 0.00224394 0.00102526 0.00139221 0.0025274 0.00461492 -4.64485e-05 -0.00174652 0.00346337 0.000566407 0.00553363 0.00529703 0.00521413 0.00729105 0.00566254 0.0052826 0.0014807 0.00205565 0.00440358
internal_weight=0 2763 564 536 507 346 290 2199 358 106 161 114 85 252 229 128 62 101 61 65 66 248 1829 1756 73 50 1736 56 42 47
internal_count=3121 2763 564 536 507 346 290 2199 358 106 161 114 85 252 229 128 62 101 61 65 66 248 1829 1756 73 50 1736 56 42 47
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 1 0 2 3 1 39 132 2 2 150 475 16 0 43 2 0 12 47 1 4 3 15
split_gain=23.0823 2.75009 2.50524 1.71874 1.4964 0.87286 0.785936 0.780553 0.748512 0.543633 0.586793 0.48837 0.430942 0.359825 0.357239 0.288559 0.288097 0.265069 0.260668 0.252208 0.21858 0.20797 0.321327 0.19847 0.193916 0.181492 0.180638 0.178206 0.165005 0.156507
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.076975000000000002 0.40124500000000002 0.092845000000000025 -0.13027499999999997 0.15109000000000003 0.30112000000000005 0.089770000000000016 0.089200000000000015 0.10365500000000001 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.066784999999999983 -0.040964999999999994 -0.11991499999999998 -0.079914999999999986 0.11237500000000002 0.13134000000000004 0.087695000000000009 0.090280000000000013 0.14754500000000001 -0.51253999999999988 0.090900000000000009 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 6 11 12 25 -4 17 18 13 24 15 26 29 -14 -6 -11 -7 -18 -2 -23 -20 27 -5 -13 -1 -29 -3
right_child=1 5 8 7 9 19 -8 -9 -10 10 -12 14 16 -15 -16 -17 20 -19 23 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011870807935209836 0.00041064477265056288 0.00048428906456512565 0.00087954301819418497 0.00101273264145959 0.0007953456697831193 0.00047037957961856044 0.0011743477368666455 0.00054221517073294056 0.00053797743841413478 0.0010068108809998017 0.00055987997690127005 0.00020165418805898107 0.00073277065580222686 0.00031407472081636191 0.00039687100727656127 0.00031225651959139927 0.00076922700221424684 0.00052398162439702928 0.00088743756605371403 0.00075771439138775558 0.00094274916255674443 0.00072447296055817953 0.00050324594056760734 0.00070921599325551171 0.00095972852347671366 0.00083578476966056706 -2.4945400007430857e-05 0.0010058071065517026 0.00086996781767583365 0.00072394853165628863
leaf_weight=20 49 22 37 39 31 23 75 29 74 68 21 38 33 95 26 20 31 25 316 24 280 34 98 26 694 52 21 764 36 20
leaf_count=20 49 22 37 39 31 23 75 29 74 68 21 38 33 95 26 20 31 25 316 24 280 34 98 26 694 52 21 764 36 20
internal_value=0 0.000509204 0.000939874 0.000640377 0.000953086 0.000372585 0.000977559 0.000822347 0.000651833 0.000855946 0.00087956 0.000325096 0.000969616 0.000389908 0.000205384 0.000506104 0.000906969 0.000674201 0.000895934 0.000617104 0.000925453 0.000519734 0.000560229 0.000873889 0.00098385 0.00091162 0.000121 0.00100426 0.000999694 0.000598413
internal_weight=0 590 2531 301 2420 289 1933 120 111 487 431 242 1858 157 85 62 344 56 410 47 311 181 132 342 1514 91 59 820 800 42
internal_count=3121 590 2531 301 2420 289 1933 120 111 487 431 242 1858 157 85 62 344 56 410 47 311 181 132 342 1514 91 59 820 800 42
is_linear=0
shrinkage=0.00196078


Tree=6618
num_leaves=31
num_cat=0
split_feature=1 4 3 160 49 151 150 2 4 12 2 150 3 0 157 4 43 13 133 11 3 41 1 43 2 13 3 401 1 0
split_gain=0.327109 0.0631144 0.0531209 0.0522524 0.047277 0.0486197 0.0600499 0.0443481 0.0973863 0.103697 0.0488482 0.0427615 0.0402576 0.0387073 0.0384738 0.0328658 0.052721 0.0478679 0.0575067 0.039194 0.0441854 0.0833188 0.0410274 0.0388691 0.0322724 0.0331147 0.0435875 0.0358842 0.0319182 0.0292106
threshold=0.10920500000000001 0.27287000000000006 -0.072624999999999981 -0.54200499999999985 0.15525500000000003 -0.090369999999999992 0.10980500000000001 1.0000000180025095e-35 -0.010655 0.091715000000000005 0.085730000000000015 0.084680000000000019 -0.073309999999999986 0.22582000000000002 0.41580000000000006 -0.49405499999999997 -0.53814999999999991 0.049530000000000012 -0.00094999999999999989 0.081005000000000008 -0.10115999999999999 0.075585000000000013 0.080585000000000004 -0.11008499999999999 0.25063000000000007 0.10820000000000002 -0.12018999999999998 0.085900000000000018 0.081670000000000006 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 12 -4 5 -5 7 8 9 -7 -9 -2 13 14 15 28 -17 19 -19 20 21 -18 -23 -20 25 26 -3 -28 -1 -22
right_child=1 24 3 4 -6 6 -8 10 -10 -11 -12 -13 -14 -15 -16 16 17 18 23 -21 29 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0047216527769342069 0.0043629111379255283 0.0054676493814708122 0.0086415609378101572 0.0084579773280503492 -0.00043819242633790488 -0.0040032540258835075 -0.00060279739601537584 0.0085797501087654382 0.005984917529966942 0.0050402420606198055 0.0045312219017726038 0.0016452926632177325 0.0096108820653803967 0.0012317403642968698 0.0012940018977546557 0.01053184561431408 -0.0009494416219725584 6.5732901566661902e-05 0.0058434014684763981 0.0088727076927066911 0.0040255104108062505 0.009224749320419506 0.0028194881463423373 0.0028964937799610198 -0.002073910071339924 -0.0014771112467445034 0.0020524415586897333 -0.0024270015477668495 0.0097295083978679031 0.0057355741252207992
leaf_weight=20 197 34 28 28 21 32 25 32 43 21 434 82 23 22 22 20 30 32 111 35 108 20 20 75 24 28 169 20 35 1330
leaf_count=20 197 34 28 28 21 32 25 32 43 21 434 82 23 22 22 20 30 32 111 35 108 20 20 75 24 28 169 20 35 1330
internal_value=0 0.00250451 0.00518383 0.00441372 0.00422759 0.00438691 0.00419272 0.00440604 0.00244888 -0.000419982 0.00480923 0.00356418 0.00545254 0.00540167 0.00545105 0.00550086 0.00542651 0.00536853 0.00398146 0.00556449 0.00548771 0.00303431 0.00602212 0.00465513 0.00142942 0.0017644 0.0021714 0.00157843 0.00790847 0.00560714
internal_weight=0 554 2567 664 636 615 587 562 96 53 466 279 1903 1880 1858 1836 1781 1761 218 1543 1508 70 40 186 275 251 223 189 55 1438
internal_count=3121 554 2567 664 636 615 587 562 96 53 466 279 1903 1880 1858 1836 1781 1761 218 1543 1508 70 40 186 275 251 223 189 55 1438
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=31
num_cat=0
split_feature=1 2 44 0 4 14 106 11 51 1 0 1 3 1446 2 1429 51 48 48 13 149 11 157 2 150 130 15 393 159 52
split_gain=0.269862 0.0785139 0.0469049 0.04 0.0444801 0.0378358 0.0369277 0.036365 0.0346998 0.0450164 0.0342464 0.0723192 0.0702746 0.03417 0.0418897 0.0308874 0.0307076 0.0295059 0.0433629 0.0291314 0.0280557 0.0560809 0.045064 0.0344117 0.0307376 0.0280039 0.0373414 0.0409024 0.0253843 0.0251105
threshold=0.11846000000000002 0.10188000000000001 1.0000000180025095e-35 -0.13843999999999998 0.42642000000000008 0.076975000000000002 0.086340000000000014 0.075910000000000019 -0.40274499999999996 0.16773500000000005 -0.13027499999999997 0.083345000000000016 -0.0037349999999999996 0.10734500000000001 0.15361500000000003 -0.087914999999999979 0.085720000000000005 -0.065739999999999979 0.078735000000000013 -0.14179999999999995 0.078320000000000015 0.076560000000000003 -0.23976499999999998 -0.14451499999999998 -0.091839999999999991 -0.0087849999999999977 0.087575000000000014 0.10585500000000002 0.076905000000000015 -0.077024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 17 6 10 -7 -2 -10 11 28 -13 14 19 -12 -14 -3 -19 -5 21 22 -17 -24 -25 26 -26 -28 -1 -20
right_child=8 3 -4 13 -6 7 -8 -9 9 -11 15 12 16 -15 -16 20 -18 18 29 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0087032852694392208 0.0053268548722068473 0.0046174424584023658 0.0095657176848146178 0.0012766895643262952 0.0065177740691329498 0.0039751634050584732 0.00074628974999422625 0.008402276006950574 0.0016909240719112093 -0.0030918165487015532 0.0079103308701605514 -0.0038909747614525262 0.00060067975521087649 1.1503513087518514e-05 7.6816036649372276e-05 0.00072220157254867861 0.0055092093534767628 -0.0027021883163028042 0.003881274495353481 0.004669402533068248 0.0080238175897479613 0.00086875013690183151 0.00079150615842081605 0.0088609806634485731 0.0071707564548552528 0.0047857557096188524 0.0017829945021675842 0.0074285264592617757 0.0038426193586062821 0.00045598600468389235
leaf_weight=22 24 26 21 27 21 28 23 55 313 21 33 20 25 20 23 26 26 26 38 404 27 36 20 20 114 1558 33 21 21 49
leaf_count=22 24 26 21 27 21 28 23 55 313 21 33 20 25 20 23 26 26 26 38 404 27 36 20 20 114 1558 33 21 21 49
internal_value=0 0.00457213 0.00486302 0.00359528 0.00222814 0.00481617 0.0047304 0.00690879 0.00165412 0.00139021 0.00477617 0.00309302 0.00113291 0.00405676 0.00423497 0.00487781 0.00310307 0.00158006 0.000881193 0.00445687 0.00482386 0.00477659 0.0048551 0.00491595 0.00496319 0.00491803 0.00614467 0.00397848 0.00632947 0.00195209
internal_weight=0 2763 2129 634 160 2108 2025 83 358 334 2002 114 71 474 454 1888 51 139 113 431 1855 1828 1792 1766 1746 1726 168 54 43 87
internal_count=3121 2763 2129 634 160 2108 2025 83 358 334 2002 114 71 474 454 1888 51 139 113 431 1855 1828 1792 1766 1746 1726 168 54 43 87
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=31
num_cat=0
split_feature=1 2 48 123 11 11 52 2 0 1443 1443 43 4 52 1453 4 1446 1447 159 12 0 1186 403 130 4 4 4 133 402 13
split_gain=0.219866 0.068342 0.0351132 0.0339187 0.0307353 0.0690266 0.0714742 0.0374279 0.037104 0.0288607 0.0447844 0.0365982 0.0290452 0.0729413 0.0513817 0.125193 0.0435935 0.0366647 0.0414376 0.0357358 0.0415165 0.0350595 0.0497412 0.039811 0.0376248 0.0407243 0.0640312 0.0571348 0.0635325 0.092442
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 0.085740000000000011 0.080455000000000013 0.085155000000000022 -0.046924999999999988 -0.0091949999999999983 -0.07384499999999998 0.090755000000000016 0.084655000000000022 -0.50216499999999986 -0.082769999999999982 0.10898500000000001 -0.049419999999999992 -0.018869999999999994 0.037915000000000011 -0.085684999999999997 -0.012679999999999999 0.091325000000000003 -0.084384999999999988 0.060550000000000007 0.085340000000000013 -0.066019999999999981 -0.082249999999999976 -0.079329999999999984 -0.078439999999999996 -0.14717499999999997 -1.0000000180025095e-35 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -7 8 -1 10 11 -9 13 17 15 -14 21 -13 -19 20 -18 23 -23 -16 -25 27 -27 -26 -29 -30
right_child=-2 2 -4 -5 5 6 -8 9 -10 -11 -12 12 14 -15 16 -17 19 18 -20 -21 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=0.00515531810514372 0.0013891409564983591 0.0035684148705647069 -0.00091955126728862537 0.0010103619159117603 0.010286802049397791 0.0082788432762026781 0.00010492991575080416 0.0070974330670045063 0.00074848000305272381 0.00087318951668946651 0.0079307579202577468 0.0088941479951608927 -0.0042158791795372961 0.010622639992189679 0.0080953866057097909 0.0048049465694930404 0.0055311273216830164 0.00018286639159279211 0.0047463688272471414 0.0022722945408895612 0.010147868356268321 -0.0018063393499081334 0.0048578771696026835 0.0075593450075636314 0.0067091890886701927 0.0079871535691064463 0.0040419048830502248 0.003834473328692291 -0.0034803211166546111 0.0040552364248368474
leaf_weight=29 334 572 20 57 28 20 23 48 56 23 36 20 25 22 25 40 64 21 379 20 28 24 21 30 27 43 950 68 41 27
leaf_count=29 334 572 20 57 28 20 23 48 56 23 36 20 25 22 25 40 64 21 379 20 28 24 21 30 27 43 950 68 41 27
internal_value=0 0.00410423 0.00320544 0.0033366 0.00437706 0.00642283 0.00390675 0.00430679 0.00225199 0.00439491 0.00443626 0.00437084 0.00430104 0.00500972 0.00408245 0.0013354 0.00421298 0.00471571 0.00450678 0.00610338 0.00693622 0.00404441 0.00130363 0.00414625 0.00406301 0.00397227 0.00421275 0.0025073 0.00167311 -0.000488262
internal_weight=0 2787 649 629 2138 71 43 2067 85 1982 1959 1923 1875 442 1433 65 1368 420 400 112 92 1256 45 1211 1186 1156 993 163 136 68
internal_count=3121 2787 649 629 2138 71 43 2067 85 1982 1959 1923 1875 442 1433 65 1368 420 400 112 92 1256 45 1211 1186 1156 993 163 136 68
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 47 2 14 0 1 4 15 2 457 15 0 12 1 12 4 4 52 124 1 49 43 3
split_gain=21.4935 3.61133 2.51797 1.73673 1.56581 1.05708 0.79142 0.646981 0.629681 0.610527 0.592948 0.403766 0.457573 0.303284 0.285816 0.272249 0.24747 0.234086 0.224628 0.243112 0.218985 0.1965 0.195581 0.186662 0.182517 0.163999 0.157472 0.151819 0.150269 0.227067
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 -0.029094999999999999 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.13501500000000002 0.062655000000000016 -0.10096999999999999 0.085345000000000018 0.0061450000000000003 -0.097454999999999986 0.14122000000000004 0.080930000000000016 -0.086849999999999997 -0.15202999999999997 0.084225000000000008 0.15799000000000005 0.087765000000000024 0.053180000000000012 -0.51843499999999987 -0.077024999999999996 -0.076164999999999983 0.082005000000000008 -0.067649999999999988 -0.04890499999999999 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 15 10 -6 17 20 16 11 12 18 21 -14 28 22 -1 -5 -20 24 23 26 -13 -4 -26 -7 -16 -3 -30
right_child=1 2 8 5 6 9 -8 -9 -10 -11 -12 13 14 -15 27 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00090744472504441262 0.00088888562674805413 0.00040454477242471946 6.6628395488449173e-05 0.0010642975848247532 0.00081316894877903317 0.00083796638266039414 0.0004738667001221994 0.00053062346166052169 0.00055598217567326023 0.00056915715594446799 0.0010770199457984164 0.0011241138454467531 0.00084616820458575611 0.00080005450490878733 0.00070562740970476004 0.00026110180948854853 0.00063274052592140497 0.00069076441057357759 0.00065720640789425247 0.00090683099588537521 6.5219462470931505e-05 0.00089729156929945386 0.00076808247542583163 0.00093649123214516238 0.00011762535031851706 0.00030607597531256508 0.00094469566271520645 0.00046692290108557002 0.00055221354197162911 0.00038449364221271348
leaf_weight=36 74 112 20 23 82 203 39 69 22 39 78 21 26 88 20 30 24 41 20 60 35 799 110 698 22 92 72 21 100 45
leaf_count=36 74 112 20 23 82 203 39 69 22 39 78 21 26 88 20 30 24 41 20 60 35 799 110 698 22 92 72 21 100 45
internal_value=0 0.000480234 0.000429749 0.000875889 0.000516731 0.000889042 0.000703807 0.000668509 0.000243946 0.000803565 0.000909696 0.000902348 0.000811477 0.000911966 0.000685348 0.000437859 0.000825917 0.000792069 0.000893523 0.000844425 0.000203325 0.000918454 0.000837959 0.000941971 0.000239398 0.000269708 0.00086591 0.000583364 0.000458493 0.000500163
internal_weight=0 673 599 2448 408 2302 121 146 191 448 1854 1776 170 1606 67 287 409 77 103 80 169 1518 385 719 134 114 275 41 257 145
internal_count=3121 673 599 2448 408 2302 121 146 191 448 1854 1776 170 1606 67 287 409 77 103 80 169 1518 385 719 134 114 275 41 257 145
is_linear=0
shrinkage=0.00196078


Tree=6622
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 14 14 0 4 4 1 0 3 0 47 39 4 16 12 52 14 4 50 1 3 3
split_gain=23.482 3.99158 2.3695 1.97784 1.3841 1.12782 0.989037 0.739368 0.702136 0.648277 0.668015 0.719194 0.608701 0.585322 0.547942 0.470325 0.354284 0.317569 0.213168 0.203603 0.171647 0.170576 0.163618 0.164102 0.151638 0.138048 0.136675 0.12588 0.120295 0.107169
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.17025000000000004 0.40473500000000007 0.062655000000000016 -1.0000000180025095e-35 -0.22491999999999998 0.40945500000000007 0.0061450000000000003 0.09253500000000002 -0.11173999999999999 0.30112000000000005 -0.080689999999999984 0.090100000000000013 0.087690000000000004 -0.49405499999999997 -0.12029499999999999 0.051320000000000005 -0.018574999999999998 0.096015000000000017 -0.036839999999999991 0.083640000000000006 0.15799000000000005 -0.010424999999999999 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 18 6 9 12 -6 10 -1 29 16 15 -5 -13 19 -17 -3 -4 26 -15 23 -22 -11 -2 -19 -9 -14 -12
right_child=1 2 7 14 8 -7 -8 27 -10 24 11 13 28 21 -16 17 -18 20 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011309574067874726 0.0008949040577692144 0.00035569561976337485 0.00056130985495844862 0.00074637535993856276 0.00076359239065064411 0.00053400119798550124 0.0004417121249062368 8.9146981030465756e-05 0.00040581640257847075 0.0010618080637992216 0.00067160673509371761 0.00058287987668140262 0.00026917659408075815 0.00081065703932395414 0.00043750704076851856 0.00087596979411085117 0.00018050729516236221 0.00086055720604549183 0.00052635929814528234 0.00034095488881168259 0.00056334788564081281 0.00071792508745480382 0.00081855809353799586 0.00080875392717686138 0.00087782732284098276 0.00071399123864431002 0.0010348682922252865 -0.00010504823171096244 0.00014361047439954497 0.00047535264681951669
leaf_weight=29 50 191 38 34 71 48 24 33 30 61 23 25 44 134 63 1035 22 98 33 28 20 177 590 22 24 24 21 21 88 20
leaf_count=29 50 191 38 34 71 48 24 33 30 61 23 25 44 134 63 1035 22 98 33 28 20 177 590 22 24 24 21 21 88 20
internal_value=0 0.000406602 0.000353526 0.000820155 0.000466761 0.000831476 0.000837676 0.000219215 0.000657322 0.000841846 0.000835337 0.000831377 0.000269678 0.000836464 0.00054577 0.000849959 0.000395996 0.000853698 0.000380838 0.000467826 0.000823004 0.00075788 0.000810141 0.000691894 0.00100986 0.00083623 0.000891318 1.36266e-05 0.000185466 0.000580326
internal_weight=0 673 599 2448 325 2351 2303 274 101 2279 2194 2165 220 2122 97 1811 88 1786 224 66 751 311 632 42 85 74 119 54 132 43
internal_count=3121 673 599 2448 325 2351 2303 274 101 2279 2194 2165 220 2122 97 1811 88 1786 224 66 751 311 632 42 85 74 119 54 132 43
is_linear=0
shrinkage=0.00196078


Tree=6623
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 2 4 4 2 0 0 14 48 13 1 4 15 47 1429 2 0 52 4 12 16 3 47 147
split_gain=10.0131 1.25523 1.05838 0.944485 0.624348 0.418961 0.39717 0.356778 0.301675 0.251542 0.221879 0.224934 0.212458 0.178931 0.177586 0.170363 0.151421 0.144747 0.140551 0.132851 0.125399 0.121083 0.119633 0.116879 0.116469 0.165201 0.106371 0.123564 0.105345 0.102657
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.090285000000000018 0.13075500000000004 0.14285500000000004 -0.17966999999999997 0.033845000000000007 0.10444500000000002 -0.067094999999999988 -0.23194499999999998 0.076175000000000007 0.084855000000000014 -0.00096999999999999983 0.15471500000000002 0.024790000000000003 0.13592500000000005 0.094160000000000008 -0.015219999999999999 0.11389000000000002 -0.13027499999999997 -1.0000000180025095e-35 -0.064054999999999987 -1.0000000180025095e-35 -0.073404999999999984 -0.14186499999999996 0.07813500000000001 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 12 13 29 15 -6 18 11 14 -1 22 -10 19 -8 -17 26 -5 -2 24 -4 -12 -14 -26 -7 -28 -9 -3
right_child=1 6 5 7 8 9 16 28 10 -11 23 -13 21 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00078292729967205702 0.00069524174068063345 0.00033453818089759145 0.00051981025512723195 0.00028527188421711974 0.00062975244293817607 0.00064638496864374774 0.00019810859224148392 9.1001000316217055e-05 0.00059842549211589998 0.00053004483746704517 0.00021994143345521069 0.00030221855801110172 0.00065738083405669486 0.00077354286933112933 0.00043496594559505624 0.00054213671997210388 5.0962753124347253e-05 0.00034189680448311674 0.00046187298021454744 0.00044879252498415976 0.00052894659439948783 0.00043881547743372835 0.00065196849446596812 0.00039147095764308028 0.00060633161845259501 0.00041873132554339426 0.00067654517156983947 0.00058624871447242679 0.00028368400220357465 0.00018514462209277959
leaf_weight=22 22 112 27 72 31 299 116 24 47 171 24 25 69 46 56 35 35 23 23 26 84 21 1068 42 59 26 68 407 20 21
leaf_count=22 22 112 27 72 31 299 116 24 47 171 24 25 69 46 56 35 35 23 23 26 84 21 1068 42 59 26 68 407 20 21
internal_value=0 0.000326698 0.000610352 0.000413827 0.000520715 0.000628288 0.000232819 0.000334521 0.000450143 0.000598283 0.000421443 0.000469059 0.000601317 0.000653743 0.000509554 0.000378504 0.000164002 0.000462731 0.000612924 0.000328655 0.000563461 0.000578486 0.00064871 0.000329097 0.000597532 0.000548948 0.000617413 0.000599175 0.000178584 0.00031095
internal_weight=0 590 2531 306 422 2109 284 200 225 968 194 128 197 1141 103 156 151 58 797 98 106 175 1095 66 154 85 774 475 44 133
internal_count=3121 590 2531 306 422 2109 284 200 225 968 194 128 197 1141 103 156 151 58 797 98 106 175 1095 66 154 85 774 475 44 133
is_linear=0
shrinkage=0.00196078


Tree=6624
num_leaves=31
num_cat=0
split_feature=4 3 39 149 2 133 42 13 15 457 0 4 4 0 4 16 160 3 15 14 47 0 4 150 3 9 41 4 3 1426
split_gain=0.377301 0.145433 0.0902186 0.0757206 0.0506439 0.0615596 0.0487335 0.0602262 0.0529784 0.0440479 0.0519129 0.0393781 0.0370377 0.103032 0.115002 0.0406932 0.0369049 0.0476798 0.0345152 0.0863617 0.0381012 0.0339781 0.0316812 0.0310552 0.027794 0.0277164 0.0335895 0.0307302 0.0572591 0.0277584
threshold=0.36766000000000004 0.30112000000000005 0.056590000000000008 0.07770500000000001 0.14285500000000004 0.081415000000000015 -0.0060199999999999993 -0.0079349999999999993 -0.088749999999999982 0.29113500000000009 -0.14920999999999998 -0.011209999999999999 0.0033150000000000007 -0.11173999999999999 -0.031404999999999995 -0.087659999999999988 -0.067824999999999983 0.42240500000000009 -1.0000000180025095e-35 0.077685000000000018 0.077555000000000013 -0.097734999999999989 0.51388000000000011 -0.013494999999999998 -0.14477499999999996 0.081890000000000004 0.077565000000000009 -0.51253999999999988 -0.10217499999999997 -0.094284999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 9 -6 8 -8 -4 10 18 -9 13 14 -12 -14 22 24 20 -20 -1 -15 -2 -23 -18 26 27 28 -25 -29
right_child=3 -3 6 -5 5 -7 7 11 -10 -11 12 -13 15 21 -16 -17 17 -19 19 -21 -22 23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0042077530387111687 0.0059687408049487406 0.00090711414937370307 0.0097111755361159648 0.0069288831352928865 -0.0012135749784014797 0.0061855225485156883 0.0038835100793041103 0.0023484231580210772 0.0036456535573557228 0.001613001897931099 0.006370873344130815 -0.003718694392591715 0.005858005101739755 0.0091445341172135056 -0.0042245968577585054 0.0038654077088950732 0.003217462873551995 -0.003723912707275965 0.01394717861711979 0.006748773301398614 0.0087027715985062634 0.0090407648647669713 0.0018646419540257943 0.012012400883047478 0.000470812597985579 0.0091381386011982185 0.0018736766318657569 0.0095263366028666505 0.0052785373498669026 0.0057782526464431813
leaf_weight=44 27 69 24 27 23 22 121 23 36 25 20 20 203 34 21 207 50 22 25 50 33 32 62 23 140 26 21 20 28 1643
leaf_count=44 27 69 24 27 23 22 121 23 36 25 20 20 203 34 21 207 50 22 25 50 33 32 62 23 140 26 21 20 28 1643
internal_value=0 0.00544105 0.00555589 0.00185581 0.00572816 0.00240376 0.00363329 0.00274113 0.00607186 0.0057891 0.00583206 -0.000473492 0.00571267 0.00590157 0.000943925 0.00485199 0.00140075 0.000683306 0.00762139 0.00914824 0.00613419 0.00601283 0.00310971 0.00595344 0.00119362 0.00589734 0.00584878 0.00589748 0.00831538 0.00582333
internal_weight=0 2793 2724 328 2500 45 224 164 60 2455 2430 43 2278 1868 41 410 301 212 152 75 77 1827 89 1793 190 1761 1735 1714 51 1663
internal_count=3121 2793 2724 328 2500 45 224 164 60 2455 2430 43 2278 1868 41 410 301 212 152 75 77 1827 89 1793 190 1761 1735 1714 51 1663
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 2 2 1 4 3 1 14 3 457 1447 159 52 1 2 1 40 1 0 4 0 131 16
split_gain=14.0818 2.40859 1.47316 1.19647 0.879945 0.73039 0.618237 0.525076 0.431557 0.406226 0.406051 0.318651 0.269768 0.265526 0.217585 0.18287 0.179733 0.13972 0.133338 0.124527 0.123644 0.165543 0.113478 0.112179 0.105862 0.168712 0.0988779 0.137018 0.0964271 0.0916079
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.089885000000000007 0.17025000000000004 0.077845000000000011 0.40945500000000007 -0.014944999999999998 0.091450000000000017 0.062655000000000016 0.30112000000000005 0.097135000000000013 -0.082869999999999985 0.082585000000000006 -0.56176499999999996 0.086920000000000011 0.10613000000000002 0.15799000000000005 -1.0000000180025095e-35 0.085110000000000005 -0.070154999999999981 0.052250000000000012 -0.097274999999999986 0.091440000000000007 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 6 7 12 8 13 11 -5 15 -3 14 29 23 17 -10 19 -19 26 -22 -11 -4 25 -20 27 -21 -2 -1
right_child=1 2 9 10 -6 -7 -8 -9 16 22 -12 -13 -14 -15 -16 -17 -18 18 24 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081121501569812531 0.00080597469327496542 0.00056899146122090958 0.00036217137541886006 0.00073515658869462857 0.00040018763275391999 0.00051883136236498403 0.00073617898584075027 0.00047470194719780501 0.00084699264759707403 0.00020134748190428909 0.0004551925386521043 0.00025850720043361642 0.00027923039878074193 0.00072344431909275998 0.00091516289274412837 0.00025601430510547603 0.0005530945886705631 0.00082940678078569736 0.00080942745265715269 0.00089437167434131394 0.00054900432128911301 0.00077041916330071057 1.6966959536353859e-05 0.00052761130728850181 0.0009164610301969654 0.0006301737915976115 0.00067444919248927683 0.00072848646521493773 0.0006465948446124207 0.0007758437544661571
leaf_weight=547 54 30 26 28 207 48 67 24 42 33 69 132 21 210 59 22 21 38 80 20 37 20 21 40 21 27 130 447 20 580
leaf_count=547 54 30 26 28 207 48 67 24 42 33 69 132 21 210 59 22 21 38 80 20 37 20 21 40 21 27 130 447 20 580
internal_value=0 0.000429165 0.000387935 0.000749417 0.00047722 0.000758222 0.000612352 0.000763212 0.00076625 0.000282033 0.000536007 0.000319437 0.000449678 0.000787709 0.000799088 0.000410832 0.000732323 0.00073669 0.00073104 0.000720287 0.000713946 0.000626694 0.000129644 0.000462438 0.000789176 0.000764195 0.000722277 0.000735591 0.000762899 0.000793012
internal_weight=0 673 599 2448 325 2351 118 2303 2279 274 97 220 51 1396 1186 88 883 862 820 692 654 57 54 66 128 107 597 467 74 1127
internal_count=3121 673 599 2448 325 2351 118 2303 2279 274 97 220 51 1396 1186 88 883 862 820 692 654 57 54 66 128 107 597 467 74 1127
is_linear=0
shrinkage=0.00196078


Tree=6626
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 47 1 14 2 4 1 1447 457 4 159 151 131 15 10 16 47 0 160 3 48 16
split_gain=16.122 2.5974 1.59914 1.35512 0.853577 0.83027 0.582219 0.466274 0.449901 0.437929 0.358494 0.314609 0.292249 0.256261 0.220935 0.130888 0.121501 0.142482 0.144684 0.133333 0.107283 0.10428 0.0987049 0.0931439 0.0926262 0.0898163 0.0861747 0.107164 0.0846623 0.0842385
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.42051500000000003 0.091195000000000012 -0.082869999999999985 0.097135000000000013 0.04735000000000001 0.082585000000000006 -0.086769999999999986 0.09031500000000002 -0.41942499999999994 -0.38124499999999995 -0.45661999999999997 0.090100000000000013 -0.080499999999999988 -0.075414999999999982 -0.0025099999999999996 0.016865000000000002 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 24 6 8 -6 11 12 -5 14 13 28 29 -10 17 18 19 -17 -2 -14 -23 -19 -3 -20 -15 -28 -4 -1
right_child=1 2 9 10 7 -7 -8 -9 15 -11 -12 -13 21 26 -16 16 -18 23 25 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00069245324940706335 0.00068743390360233693 0.00025286304017421246 0.00033200454405125452 0.00056534830068325089 0.00057384025915588864 0.00038434187988172365 0.00034109272737682986 0.00028876139007408318 0.00072028023946463335 0.00034265268662237618 0.00031551698108551248 0.00081012991302510196 0.00010314004918886804 0.0002054372418890981 0.00060702738166291189 0.00047515361325121388 0.00046084879312305999 0.00063114336544105093 0.00077736529324828668 0.00062169325031739722 0.00052958477712145035 5.3355202334476457e-05 -0.00011346545589332975 0.00053640618078936776 0.00036689363861988373 0.00064236553933690575 0.00014039342717788499 -5.9171934935646837e-06 0.00017499471478678685 0.00065838768990141082
leaf_weight=545 49 190 31 34 71 48 24 32 42 34 63 59 32 22 220 25 21 57 36 529 25 25 30 133 32 40 38 39 23 572
leaf_count=545 49 190 31 34 71 48 24 32 42 34 63 59 32 22 220 25 21 57 36 529 25 25 30 133 32 40 38 39 23 572
internal_value=0 0.000287538 0.000244723 0.000630206 0.000337746 0.000639576 0.000644896 0.000485272 0.000648095 0.000134385 0.000403087 0.000670006 0.00010488 0.000156476 0.000663823 0.000613455 0.000608121 0.000611892 0.000626086 0.00061508 0.000634106 1.41425e-05 -3.76379e-05 0.000564827 0.0002693 0.000706313 9.72101e-05 6.6288e-05 0.00026513 0.000675009
internal_weight=0 673 599 2448 325 2351 2303 103 2279 274 97 1396 240 153 1337 883 841 820 630 554 74 87 55 190 222 76 99 77 54 1117
internal_count=3121 673 599 2448 325 2351 2303 103 2279 274 97 1396 240 153 1337 883 841 820 630 554 74 87 55 190 222 76 99 77 54 1117
is_linear=0
shrinkage=0.00196078


Tree=6627
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 2 4 0 0 2 4 14 4 15 2 1 48 0 0 2 133 15 47 3 3
split_gain=22.0544 2.5059 2.24052 1.60338 1.15926 0.947189 0.855953 0.764147 0.70396 0.453016 0.435984 0.3762 0.368244 0.333727 0.384004 0.320065 0.314945 0.255133 0.302386 0.266125 0.244271 0.242049 0.206404 0.199793 0.192867 0.403784 0.185896 0.145946 0.141599 0.13715
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.12958500000000003 0.40124500000000002 -0.17966999999999997 0.13501500000000002 0.14753000000000002 0.27834500000000006 -0.23194499999999998 1.0000000180025095e-35 0.10252500000000002 0.033845000000000007 0.076175000000000007 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.14089500000000002 0.085325000000000012 -0.11242999999999999 -0.092404999999999973 0.10803500000000001 0.085635000000000003 -0.095244999999999982 0.091680000000000011 -0.13309499999999996 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 12 16 10 27 -6 15 11 -3 -1 14 21 23 22 19 -19 -14 -8 -10 26 -7 25 -2 -4 -5 -17 -25
right_child=1 6 5 7 8 9 20 -9 13 -11 -12 -13 17 -15 -16 28 -18 18 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0010868168371246461 0.00077526757676227417 0.00048495237508028376 0.00092802436328401751 0.00092145458879479736 0.00091609556103039208 0.0009843882175818578 0.00068072515702823327 0.00047113697993505474 0.00080161675883858811 0.00063346394120608021 0.00015678961018224987 0.00027124317069472491 0.00097888655081264549 0.00036446581560732269 0.00051809832398193583 0.00062584160756664123 0.0010916191935285177 0.0008167702585489511 0.00057179779918768844 0.00071343759841778693 0.00039482280625687802 0.00060868144385954918 0.00093137892226897545 0.0008694510743234952 0.00041812118577228772 0.00040768363155267685 0.00066683015438733005 0.00076393912724849456 0.00079927641523132385 0.00070863559035137357
leaf_weight=22 20 44 20 42 31 58 27 29 50 36 85 113 53 21 73 21 46 76 26 20 20 50 1053 701 134 27 22 49 131 21
leaf_count=22 20 44 20 42 31 58 27 29 50 36 85 113 53 21 73 21 46 76 26 20 20 50 1053 701 134 27 22 49 131 21
internal_value=0 0.000447338 0.000868309 0.000572552 0.000737891 0.000894405 0.000316926 0.000748309 0.000641728 0.000849291 0.000269899 0.000331136 0.000847721 0.000597886 0.00062622 0.000857628 0.000932679 0.000817663 0.000754326 0.000906161 0.000559065 0.000705149 0.000926003 0.000873668 0.000456028 0.000564102 0.000791208 0.000836639 0.000775315 0.000864774
internal_weight=0 590 2531 301 422 2109 289 120 225 968 242 157 197 194 173 932 1141 175 102 73 47 100 1095 780 181 47 42 91 152 722
internal_count=3121 590 2531 301 422 2109 289 120 225 968 242 157 197 194 173 932 1141 175 102 73 47 100 1095 780 181 47 42 91 152 722
is_linear=0
shrinkage=0.00196078


Tree=6628
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 47 1 16 1 0 2 150 49 159 4 2 150 47 2 12 52 3 4 13 0 1 2
split_gain=18.0549 2.85121 1.68181 1.34807 1.03091 0.903487 0.739416 0.529764 0.481603 0.449407 0.313897 0.310395 0.403054 0.305079 0.264527 0.263293 0.196994 0.188021 0.233057 0.182294 0.179086 0.169994 0.122253 0.121508 0.119879 0.15019 0.115146 0.112125 0.111476 0.112649
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.11690500000000002 0.062655000000000016 0.14122000000000004 0.085505000000000012 0.09253500000000002 -0.061854999999999993 0.089625000000000024 -0.095504999999999993 0.31358000000000003 1.0000000180025095e-35 -0.054984999999999992 0.082585000000000006 -0.55119499999999988 0.092365000000000017 1.0000000180025095e-35 0.08265500000000002 0.11237500000000002 0.095780000000000018 0.12418000000000001 0.086245000000000016 -0.031404999999999995 0.049530000000000012 -0.076579999999999995 0.13075500000000004 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 16 11 14 13 -4 -10 17 20 23 22 -2 19 -1 24 21 -13 -3 -6 -7 27 -26 -14 -19 29 -5
right_child=1 5 9 28 7 8 -8 -9 10 -11 -12 12 26 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010389889598742738 0.00056354649117230753 0.00067616200622390291 0.00075368596823088992 0.00060425286505625243 0.00082194393171983605 0.00026226049057389108 0.0010408804660164176 0.00053755886423379709 0.00033997214701602925 0.00047396433084897078 0.00060439532627912457 0.00054597180124427028 0.00084097774372209294 4.8457600995806941e-05 0.00058425955742208012 0.00079240886761040678 0.00036430827018077281 0.00087648828418998418 0.00080543105795729067 0.00044416486127683288 0.00076505692892035022 0.00047480259023027831 0.00075072544943260208 0.00040240645231235593 0.00088477059003503559 0.00065815949912571229 0.00072579237872658813 0.00078730065110298132 0.00033035404581479189 0.00042612689405365048
leaf_weight=22 23 40 34 21 180 158 79 41 45 63 28 32 231 24 27 121 38 1101 280 57 26 27 191 28 22 23 39 57 24 39
leaf_count=22 23 40 34 21 180 158 79 41 45 63 28 32 231 24 27 121 38 1101 280 57 26 27 191 28 22 23 39 57 24 39
internal_value=0 0.000462402 0.00082503 0.000640701 0.000835469 0.000371049 0.000855144 0.00074978 0.000304203 0.000572011 0.000441395 0.000847139 0.000792483 0.000256512 0.000771642 0.000755854 0.000487823 0.00085905 0.000856381 0.000525674 0.000644182 0.000595017 0.000785279 0.000283358 0.00086824 0.000768947 0.00082434 0.000872098 0.000443295 0.000488471
internal_weight=0 673 2448 228 2351 445 1912 439 283 97 73 1833 328 210 398 144 162 1505 1483 124 58 67 371 186 1203 45 270 1158 84 60
internal_count=3121 673 2448 228 2351 445 1912 439 283 97 73 1833 328 210 398 144 162 1505 1483 124 58 67 371 186 1203 45 270 1158 84 60
is_linear=0
shrinkage=0.00196078


Tree=6629
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 14 2 1 11 1 457 4 50 1 1 1 1 2 15 4 12 4 16 52 2
split_gain=29.182 4.84056 2.23974 2.11854 1.47615 1.43727 1.11279 0.915091 0.810039 0.755016 0.70854 0.632026 0.399309 0.344217 0.350935 0.480519 0.343201 0.3303 0.276635 0.265289 0.253144 0.24587 0.229429 0.185324 0.182872 0.172502 0.172437 0.156122 0.16644 0.143926
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.089885000000000007 0.092845000000000025 -1.0000000180025095e-35 0.13754500000000003 0.076175000000000007 0.10613000000000002 0.122715 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 -0.15289999999999995 0.041865000000000006 0.087135000000000004 0.12408500000000001 0.12000500000000001 0.13075500000000004 0.094835000000000017 -0.053579999999999996 -0.036839999999999991 0.082480000000000012 0.061775000000000004 0.19444000000000003 -0.14765999999999999 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 8 6 10 22 20 13 18 26 24 14 27 -16 -13 -6 -4 -18 -3 29 -1 -24 -2 -20 -10 28 -8 -5
right_child=1 4 5 21 17 -7 9 -9 11 -11 -12 16 -14 -15 15 -17 19 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092387475720306738 0.00093193967319002338 0.00035763910417658048 0.00093929988621117822 0.00059707568667961212 4.0180305268233074e-05 0.00043181954924477933 0.001008069865843829 0.00046887305505414377 0.0007368185426420567 0.00056722654798672695 0.0011405091535890565 0.00060941942547466238 0.00058532406269315126 0.00097493507897765841 0.00082264438998408428 0.00045790783539205704 0.00038362372437882985 0.00029273159516803911 0.00075851492188363503 0.00020294523440096197 0.00014041071263514349 0.00023138072085642907 0.000800068601070515 0.0005615035725460082 0.00077421120141785962 0.00089148220440028302 0.00051274177300815037 0.00079876393927813668 0.00086019143152090056 0.0003957341410605496
leaf_weight=28 50 30 932 21 85 26 31 66 23 37 59 20 29 81 41 21 122 26 42 42 66 24 31 21 65 351 31 159 522 39
leaf_count=28 50 30 932 21 85 26 31 66 23 37 59 20 29 81 41 21 122 26 42 42 66 24 31 21 65 351 31 159 522 39
internal_value=0 0.000414263 0.000875284 0.000646581 0.000295233 0.000890221 0.000895457 0.00063978 0.000360336 0.000841452 0.000930264 0.000421664 0.000790938 0.000853319 0.000840592 0.000699105 0.000366925 9.93365e-05 0.000920902 0.000337352 0.000208295 0.000399111 0.000780777 0.000703725 0.000842789 0.000877272 0.000608182 0.000852912 0.000868481 0.000466204
internal_weight=0 673 2448 228 445 2302 2276 146 334 892 1384 238 144 855 774 62 184 111 1325 164 96 84 80 52 115 393 54 712 553 60
internal_count=3121 673 2448 228 445 2302 2276 146 334 892 1384 238 144 855 774 62 184 111 1325 164 96 84 80 52 115 393 54 712 553 60
is_linear=0
shrinkage=0.00196078


Tree=6630
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 3 52 52 40 151 12 159 2 3 48 43 43 52 160 4 0 133 16 52 159 0 42 42 1 49
split_gain=0.748544 0.121856 0.104742 0.0951309 0.103495 0.0857681 0.0660131 0.0938333 0.0802772 0.0686215 0.0638237 0.0560041 0.0480736 0.0476884 0.0655273 0.0472749 0.0460987 0.0427605 0.0458105 0.0403254 0.0411304 0.0532777 0.0413357 0.0505007 0.0477367 0.0489252 0.071634 0.0688692 0.0400608 0.0394164
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.049509999999999992 -0.088614999999999985 -0.080114999999999978 -0.079954999999999984 0.032230000000000009 0.087830000000000005 0.082585000000000006 0.25063000000000007 0.076840000000000006 -0.024949999999999996 0.08845500000000002 0.060960000000000007 0.092650000000000024 0.060610000000000004 0.033845000000000007 -0.094654999999999975 -0.082009999999999986 -0.0013749999999999997 -0.42058999999999996 -0.032739999999999991 0.13134000000000004 0.087505000000000013 -0.079539999999999986 0.12765500000000005 -0.0095499999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 -2 -1 8 -8 13 15 17 -3 -9 -15 16 29 18 28 20 21 -12 -22 -24 -25 26 27 -26 -7 -4
right_child=1 12 10 -5 -6 11 7 9 -10 -11 19 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0086968138333909286 0.0075501990327245076 0.002786564381421633 0.0071776264422648665 0.010739592420092474 -7.2596528424093363e-05 0.011369524227285927 0.0051052934525068856 0.0059930709757725709 -0.0024999325892523581 0.001032799893291667 0.0079135623553560838 0.0012502735836501674 -0.0018980853967756656 0.0043326339381746948 0.011050319973871394 0.012960467184893788 0.004463594092521817 0.0021082959227814255 0.0032062087491309893 0.0065555893752554609 0.0082943254011824102 0.013074844014934368 0.0084965833979133033 0.0078257999490373414 0.005143492580391467 0.008183643425782693 0.0064802190663701886 -0.0026618112666675683 0.0058605220295827494 0.0092201152866785083
leaf_weight=97 108 251 111 48 26 22 35 125 23 20 45 53 24 20 53 28 24 33 30 220 703 36 124 78 20 29 41 26 33 635
leaf_count=97 108 251 111 48 26 22 35 125 23 20 45 53 24 20 53 28 24 33 30 220 703 36 124 78 20 29 41 26 33 635
internal_value=0 0.00387156 0.00792467 0.00653356 0.00602757 0.00534399 0.00645278 0.00566412 0.00208943 0.00661518 0.00821798 0.00395059 0.00237772 0.00717906 0.00920986 0.0089242 0.00877742 0.00516345 0.00634956 0.00779169 0.00803846 0.0102075 0.00786638 0.00692033 0.00591283 0.00462653 0.00344082 0.000731799 0.00806412 0.00891621
internal_weight=0 554 2567 447 399 279 373 276 58 218 2120 171 275 198 73 798 770 118 85 1322 1102 81 1021 318 194 116 87 46 55 746
internal_count=3121 554 2567 447 399 279 373 276 58 218 2120 171 275 198 73 798 770 118 85 1322 1102 81 1021 318 194 116 87 46 55 746
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=31
num_cat=0
split_feature=1 3 3 2 4 2 1375 13 43 43 0 12 12 49 1 4 1 150 0 47 1456 41 484 484 49 484 13 13 457 3
split_gain=0.60632 0.102369 0.0870681 0.0672972 0.0577099 0.0524972 0.0506011 0.043533 0.0493433 0.0596644 0.0412956 0.0618467 0.0417289 0.0376571 0.0377287 0.035975 0.0470243 0.0402769 0.0352139 0.0461585 0.0326348 0.0305959 0.0305604 0.0673894 0.0498477 0.0839642 0.031121 0.116952 0.0463942 0.0410195
threshold=0.10920500000000001 -0.049509999999999992 -0.065819999999999976 0.11411 0.40124500000000002 0.31358000000000003 -0.092319999999999985 -1.0000000180025095e-35 0.016310000000000002 -0.0043399999999999992 -0.14920999999999998 1.0000000180025095e-35 0.086095000000000019 0.11707000000000002 1.0000000180025095e-35 -0.15764999999999998 0.12337000000000002 0.091355000000000006 -0.036484999999999997 0.089640000000000011 -0.084824999999999998 0.08690500000000001 0.087020000000000014 0.085790000000000019 0.11428500000000001 0.091880000000000003 -0.081659999999999996 -0.081029999999999977 0.041220000000000007 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 15 -4 8 9 13 12 -12 -1 14 -8 -3 17 -17 19 -2 -9 -5 23 26 25 -24 28 -28 29 -13
right_child=1 5 6 21 -6 -7 7 20 -10 -11 11 22 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01246005864813924 0.01116149552166462 0.0058357993199024353 0.0014255625509616474 0.0017894349504226391 0.0026616133358329536 -0.0020904112242810103 0.0076680064874900776 0.01090371539993655 0.0073364863646352991 -0.00050212262113663282 0.0031253505799792368 0.012238460732623935 0.0070437212284887212 0.0012179088397798214 0.0042837256747588984 0.0049952617230398268 0.0014898173978868474 0.00084941499460969251 0.0038143387153887981 0.0062357685499591755 0.0067954452584165327 0.0063119678311826036 0.014194414895027877 0.0017405919553268524 0.0042868623022167462 0.0082081664921541779 0.00049276815978093792 0.0072803530014925733 0.011438762512674706 0.0076303699787333042
leaf_weight=33 30 36 23 52 25 23 56 21 82 22 33 20 25 22 80 96 187 31 26 52 244 21 30 21 21 107 26 1073 37 566
leaf_count=33 30 36 23 52 25 23 56 21 82 22 33 20 25 22 80 96 187 31 26 52 244 21 30 21 21 107 26 1073 37 566
internal_value=0 0.00348441 0.0071322 0.0054358 0.00743632 0.00253749 0.00601691 0.00621729 0.00530323 0.00437697 0.00749624 0.0074174 0.0101254 0.00505633 0.00567725 0.0028416 0.00249832 0.00398328 0.00702109 0.00803786 0.00712101 0.00309044 0.0074919 0.00737119 0.00882361 0.00951902 0.00743985 0.00711977 0.00800448 0.00778764
internal_weight=0 554 2567 181 2017 373 550 527 262 180 1992 1934 58 158 136 350 314 127 108 82 265 73 1901 1743 158 137 1722 1099 623 586
internal_count=3121 554 2567 181 2017 373 550 527 262 180 1992 1934 58 158 136 350 314 127 108 82 265 73 1901 1743 158 137 1722 1099 623 586
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=31
num_cat=0
split_feature=1 4 3 150 160 49 12 2 16 150 1 4 49 132 132 14 4 16 151 1 1 159 52 42 1 160 2 474 0 51
split_gain=0.49112 0.0837475 0.0718648 0.0617888 0.0524909 0.0510687 0.0489694 0.0429922 0.0422103 0.0406612 0.0367762 0.0314551 0.0313929 0.0301192 0.0314508 0.0294805 0.0446085 0.0429153 0.0383985 0.0292272 0.032229 0.0287287 0.0305132 0.0860212 0.0380699 0.0359204 0.0315024 0.037556 0.0280802 0.0294872
threshold=0.10920500000000001 0.27287000000000006 -0.07359499999999998 0.084680000000000019 -0.54200499999999985 0.14705000000000004 0.051320000000000005 0.14530500000000005 -1.0000000180025095e-35 0.10980500000000001 0.15471500000000002 0.40124500000000002 -0.088694999999999982 0.31127000000000005 0.11942500000000002 -0.41790499999999997 0.51303500000000013 -0.42170999999999997 0.050660000000000004 0.12000500000000001 0.13842500000000005 -0.46048499999999998 0.31359500000000001 0.094165000000000013 0.10060500000000001 1.0000000180025095e-35 0.089605000000000018 1.0000000180025095e-35 -0.13843999999999998 0.012085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 7 -4 9 8 28 -1 12 15 13 -6 14 -8 16 -3 18 19 -17 -21 -14 24 -24 25 26 27 -23 -2 -30
right_child=1 10 4 -5 5 -7 11 -9 -10 -11 -12 -13 21 -15 -16 17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0067676281649619342 0.0027816503774374724 0.0062347288319142538 0.009798118598493083 0.0020499924317757576 0.0083538964141680067 0.0012742108601177561 0.0068497523512691394 0.0014418929805979134 0.00048611002933719884 0.0021449763687666169 -0.0011306800872885757 0.0028779729269444946 0.0089374384415956843 0.0031006786617494768 0.009835796285834579 0.0037195033289769545 0.00091408748770705785 -0.0011719830532944421 0.0065673700929619371 -0.0012139020204943206 0.003379822592736067 0.0081309997608784487 -0.001914693808357697 0.0072489882996749321 0.0035377018488943579 0.0077308848769304028 0.0048749476407442391 0.0036479732319712639 0.007393071258727537 0.0043728609411724994
leaf_weight=20 25 40 28 82 43 29 1746 25 23 33 35 20 24 21 36 47 26 41 20 42 24 74 20 21 75 92 237 25 99 48
leaf_count=20 25 40 28 82 43 29 1746 25 23 33 35 20 24 21 36 47 26 41 20 42 24 74 20 21 75 92 237 25 99 48
internal_value=0 0.00313597 0.00641898 0.00435663 0.00555572 0.00537922 0.00674328 0.00531675 0.00340775 0.00556407 0.00189755 0.00682196 0.00574873 0.00686571 0.00691008 0.00233917 0.00413872 0.00165658 0.00252854 0.0018137 0.000456543 0.00555151 0.00540213 0.0027789 0.00561595 0.00598013 0.00550076 0.00699892 0.00587996 0.00640688
internal_weight=0 554 2567 279 701 673 1866 197 43 644 275 1823 611 1803 1782 240 66 174 133 113 66 568 544 41 503 428 336 99 172 147
internal_count=3121 554 2567 279 701 673 1866 197 43 644 275 1823 611 1803 1782 240 66 174 133 113 66 568 544 41 503 428 336 99 172 147
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 14 4 2 4 1 11 15 160 1 4 131 15 3 3 1447 47 131 16 16 42
split_gain=15.9418 2.63273 1.64758 1.4408 0.997228 0.907159 0.69844 0.549609 0.49584 0.430849 0.4285 0.358864 0.356501 0.248036 0.234356 0.203589 0.17638 0.172884 0.166669 0.321017 0.164048 0.207967 0.149511 0.14442 0.130734 0.122134 0.114056 0.104033 0.36079 0.223822
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.087135000000000004 1.0000000180025095e-35 -0.086849999999999997 -0.067824999999999983 0.088975000000000012 -0.081114999999999979 0.082750000000000004 -0.41396999999999995 -0.0025099999999999996 0.31534000000000006 -0.082869999999999985 0.090100000000000013 0.09031500000000002 0.013515000000000001 0.083160000000000026 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 25 6 10 16 12 15 14 -6 13 -4 27 18 -1 -15 24 -20 21 -14 -19 -23 -8 -3 -2 -5 -29 -30
right_child=1 2 8 5 11 -7 9 -9 -10 -11 -12 -13 20 17 -16 -17 -18 22 19 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0008086374155316737 0.00085600696202611543 0.0004033646161456038 0.00045326521063889311 0.00084371652072329976 0.00073305417188653888 0.0004312894922339808 0.00090677049376216591 0.00046751764112023267 0.00050080029721306181 0.00054969292106407934 0.00098927818530914835 0.000477274582642161 0.00024537381818307761 0.00041902378211012274 0.00077971095146860104 0.0008593412342969859 0.00062055154826041331 0.00031224537627699389 0.00080902380081670686 0.00052625340491475729 0.00032539079513619929 0.00013774507447268089 0.00014163045050558069 -8.3880950696766377e-05 0.0007595511792828335 0.00053254548511155221 0.00068987087876188984 0.00054845566036097911 0.00090834935551135606 0.00066427004797493707
leaf_weight=36 47 191 39 838 71 26 24 69 37 37 60 30 33 23 393 81 41 39 29 33 20 26 40 20 688 33 24 21 52 20
leaf_count=36 47 191 39 838 71 26 24 69 37 37 60 30 33 23 393 81 41 39 29 33 20 26 40 20 688 33 24 21 52 20
internal_value=0 0.000442745 0.000400628 0.000783492 0.000495328 0.000795471 0.000799632 0.000594605 0.000289517 0.000756846 0.000827207 0.00065708 0.000256944 0.000320267 0.000819863 0.000765811 0.000708488 0.000269415 0.000756023 0.000658517 0.000166757 0.000126596 0.000225858 4.13859e-05 0.000764514 0.000422396 0.000799848 0.000836812 0.000774593 0.00084055
internal_weight=0 673 602 2448 325 2302 2276 146 277 892 1384 101 240 141 1324 855 77 102 774 62 99 79 79 46 712 224 71 931 93 72
internal_count=3121 673 602 2448 325 2302 2276 146 277 892 1384 101 240 141 1324 855 77 102 774 62 99 79 79 46 712 224 71 931 93 72
is_linear=0
shrinkage=0.00196078


Tree=6634
num_leaves=31
num_cat=0
split_feature=1 3 3 2 4 1375 2 160 49 456 2 0 12 124 34 2 150 4 10 1 150 479 2 16 16 4 160 1 43 43
split_gain=0.473307 0.0795311 0.0676764 0.0528789 0.0459352 0.0451142 0.0439762 0.0412502 0.0422438 0.0367192 0.0368316 0.0537597 0.0341998 0.0337117 0.0401214 0.0445683 0.0619419 0.0427678 0.0303286 0.0296779 0.0282892 0.029117 0.0289044 0.0355815 0.0506895 0.0435627 0.0310913 0.0379884 0.0402019 0.0878715
threshold=0.10920500000000001 -0.049509999999999992 -0.07359499999999998 0.11411 0.40124500000000002 -0.092319999999999985 0.31358000000000003 -0.54200499999999985 0.14705000000000004 0.060100000000000008 -0.0091949999999999983 -0.070154999999999981 1.0000000180025095e-35 0.091025000000000009 -0.038779999999999995 0.11548000000000001 0.085395000000000013 -0.15764999999999998 -0.010699999999999999 0.13075500000000004 0.090480000000000019 0.083230000000000012 0.10005000000000001 0.51222500000000004 -0.080509999999999984 0.098655000000000007 0.05259500000000001 1.0000000180025095e-35 0.055925000000000009 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 12 -4 13 -7 9 10 11 -9 -1 14 18 16 -16 -17 -3 -2 21 22 26 24 25 -24 27 28 29 -12
right_child=1 6 5 -5 -6 7 -8 8 -10 -11 20 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036371782555111817 0.0070533066058653116 0.0029870021545017763 0.0011673818666325965 0.0027787976885495121 0.0024177345773205164 0.0094289088131128147 -0.001932546182576081 0.0065405278555339293 0.0017092243518813382 0.0096009345542963434 0.006888764156472116 -0.00032268895767629147 0.0067932403767372307 -0.0013030924594550882 0.0064934820662731207 0.0065427855355665093 0.00032102896698883607 0.0018403480363849666 -0.0017823178303175763 0.0027858228038530799 0.00296107804067159 0.0021972399158403278 0.010526676864052814 0.0084941620753185513 0.0037641210144575897 0.0050847090891023225 0.0088499896553473484 0.0074068460528644089 0.0066347404877888042 -0.0023729495733277872
leaf_weight=35 88 24 23 73 25 28 23 21 28 23 21 25 1806 21 72 22 21 160 30 20 34 20 24 30 142 38 58 118 48 20
leaf_count=35 88 24 23 73 25 28 23 21 28 23 21 25 1806 21 72 22 21 160 30 20 34 20 24 30 142 38 58 118 48 20
internal_value=0 0.00313779 0.00636071 0.00485779 0.00667542 0.00552299 0.00230315 0.00567074 0.00550885 0.0056799 0.00552934 0.00281052 0.00673324 0.00258149 0.00282945 0.0033188 0.0050997 0.00240877 0.00033738 0.00626303 0.0057555 0.00593856 0.00608852 0.00527859 0.00480571 0.00719128 0.0068037 0.00623034 0.00467048 0.00237086
internal_weight=0 554 2567 181 1866 701 373 678 650 622 599 46 1841 350 329 275 93 182 54 108 553 519 499 234 204 62 265 207 89 41
internal_count=3121 554 2567 181 1866 701 373 678 650 622 599 46 1841 350 329 275 93 182 54 108 553 519 499 234 204 62 265 207 89 41
is_linear=0
shrinkage=0.1


Tree=6635
num_leaves=31
num_cat=0
split_feature=1 52 3 132 4 148 4 43 2 52 1 1 457 2 16 51 11 2 1 1 1 13 3 133 133 160 133 3 43 15
split_gain=0.384488 0.094985 0.0669662 0.0522925 0.0492812 0.0459976 0.0453387 0.0465772 0.0447316 0.0481388 0.0526044 0.0617838 0.043839 0.0414264 0.039372 0.0404366 0.0423214 0.0372877 0.0370888 0.0369297 0.0354625 0.034344 0.0395702 0.0369871 0.063997 0.0522684 0.0404178 0.0367284 0.0442173 0.0327184
threshold=0.10337500000000001 -0.42635499999999998 0.31370500000000007 0.10365500000000001 0.40124500000000002 -0.095079999999999984 0.26790000000000008 -0.05647499999999999 0.090175000000000019 -0.56741999999999992 0.08864000000000001 0.091900000000000023 0.080930000000000016 0.11474000000000002 -0.097644999999999996 0.11144500000000002 1.0000000180025095e-35 0.15950500000000004 0.13534000000000004 0.084885000000000002 0.11751000000000002 -0.075974999999999987 -0.116045 0.017095000000000003 0.086365000000000011 0.10493500000000001 -0.012979999999999998 -0.073309999999999986 -0.083434999999999995 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 17 8 -3 -7 -8 14 -10 19 -12 -13 -9 -1 16 -16 -4 20 21 -15 23 -23 26 -25 27 29 28 -26 -11
right_child=1 2 3 -5 -6 6 7 13 9 10 11 12 -14 18 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0077560626081272822 0.006382450614005282 -0.0013696896355776559 0.00052892727807036372 0.0040313024290612549 0.0011052604976364156 0.0043068744309773246 0.00088295295723466154 0.0058415556023389383 0.0095684504951350398 0.0049614320882747686 -0.0018907644087448718 0.0056586202603602226 0.00063619066883499435 0.0013836657091708142 0.0060180168939901234 0.002130241158346717 0.0095945831538890233 -0.0043211632165247984 -0.0012571344268508255 0.0096188740405653214 0.0062379824757011161 0.0016796433729016119 0.0051199092937664181 0.012526778487954289 0.0092842174747160503 0.0018791466463534607 0.0029192997472868728 0.010786839221448949 0.0048635311844009268 0.0096341526087875863
leaf_weight=148 82 21 51 29 22 267 109 53 26 43 20 63 24 34 1229 26 34 23 22 21 27 36 469 20 35 21 55 24 64 23
leaf_count=148 82 21 51 29 22 267 109 53 26 43 20 63 24 34 1229 26 34 23 22 21 27 36 469 20 35 21 55 24 64 23
internal_value=0 0.00317923 0.00276624 0.000432003 0.00581647 0.00321732 0.00340546 0.00242309 0.00586 0.00532522 0.00520505 0.00312099 0.00427312 0.00365747 0.0062113 0.00603394 0.0061143 -0.000978533 0.00226281 0.00548001 0.0035323 0.00536999 0.00487466 0.00624766 0.00722619 0.00649 0.00492139 0.00727722 0.0064264 0.0065898
internal_weight=0 718 636 103 2403 533 512 245 2381 944 918 107 87 136 1437 1289 1263 74 83 811 61 790 505 285 164 144 121 123 99 66
internal_count=3121 718 636 103 2403 533 512 245 2381 944 918 107 87 136 1437 1289 1263 74 83 811 61 790 505 285 164 144 121 123 99 66
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=31
num_cat=0
split_feature=1 12 15 47 4 4 15 3 0 4 47 376 52 149 0 483 1454 1 42 3 0 16 42 16 42 15 1213 156 43 3
split_gain=0.312931 0.0877752 0.0534896 0.0509979 0.0554808 0.0479831 0.0535635 0.128306 0.0839803 0.0477959 0.0444873 0.0475657 0.0363737 0.0336351 0.0329835 0.0387995 0.037781 0.0332604 0.0740501 0.0366838 0.0347122 0.0448319 0.0583411 0.0870949 0.0646764 0.0407204 0.0384679 0.0378917 0.0327194 0.0326231
threshold=0.11846000000000002 0.051320000000000005 0.035560000000000008 1.0000000180025095e-35 0.24564500000000003 -0.17966999999999997 -0.015039999999999998 0.11296500000000002 -0.071924999999999989 0.053180000000000012 0.085505000000000012 0.080200000000000007 -0.089199999999999988 0.081720000000000015 -0.085669999999999982 0.10166000000000001 0.097395000000000023 0.08592000000000001 0.084755000000000011 -0.080564999999999984 -0.097734999999999989 0.0047850000000000011 0.086135000000000003 -0.011989999999999999 0.085465000000000013 0.085935000000000025 -0.088569999999999996 0.086945000000000008 -0.010739999999999998 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 12 8 -8 14 13 -12 -7 -2 15 17 29 20 -19 -20 -3 22 24 25 26 -24 -22 -28 -14 -16
right_child=10 9 -4 4 -6 6 7 -9 -10 -11 11 -13 28 -15 16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0058412794220841311 0.00084478756227389536 0.0079357201879853775 0.0067854328862375626 0.0072752848361582996 0.0014654631774068218 0.0057309748439225731 0.0065160023136835166 -0.0065217566851060839 -0.0013929075384512546 0.0041264847823339022 0.0046786920495523032 -0.00063603336346291367 0.0015064776791885654 0.0051188197662122552 0.0053669328785740864 0.0095463899565079516 0.0015847930410278163 8.744619204662741e-05 0.0091989286166305351 0.0039913938311304173 0.010716085960157216 0.0025536075073576189 0.0039771858591722839 -0.0014159868566573344 0.012396531229605899 0.008335777835043915 0.0056816074058707138 0.0094224321460651787 0.0038777895816403279 0.0013916239450086974
leaf_weight=57 232 96 59 65 22 52 29 20 25 285 85 21 106 20 1216 31 28 30 24 31 20 38 58 22 20 34 214 31 129 21
leaf_count=57 232 96 59 65 22 52 29 20 25 285 85 21 106 20 1216 31 28 30 24 31 20 38 58 22 20 34 214 31 129 21
internal_value=0 0.00504922 0.00393629 0.00360342 0.00580613 0.00314496 0.00271922 0.000320355 0.00285447 0.00533466 0.00190698 0.00362577 0.00333774 0.001184 0.00551456 0.00609413 0.00521722 0.00592096 0.00408389 0.00626377 0.00621392 0.00583568 0.00614825 0.00423633 0.00691302 0.00558797 0.00649917 0.00615494 0.00280818 0.00529945
internal_weight=0 2763 564 505 87 418 361 74 54 2199 358 106 287 252 1914 649 1265 618 85 55 533 437 399 114 285 92 265 245 235 1237
internal_count=3121 2763 564 505 87 418 361 74 54 2199 358 106 287 252 1914 649 1265 618 85 55 533 437 399 114 285 92 265 245 235 1237
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=31
num_cat=0
split_feature=1 2 4 1 0 97 44 3 12 3 14 159 43 16 48 51 14 3 3 15 483 0 52 11 13 2 1429 159 43 3
split_gain=0.255002 0.0765306 0.050852 0.0525033 0.0524342 0.042747 0.0422073 0.0366318 0.0542954 0.0399929 0.0342466 0.0334993 0.0331989 0.0337435 0.0569978 0.0328901 0.0384886 0.038005 0.0313313 0.0330637 0.0299102 0.0379274 0.032838 0.0519492 0.0806245 0.037245 0.041247 0.0470844 0.0416551 0.0345843
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 0.084785000000000013 -0.033209999999999996 -0.083924999999999986 1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 0.12745000000000004 0.076975000000000002 0.093660000000000007 -0.00045499999999999995 -0.48836499999999994 0.083685000000000009 -0.40274499999999996 -0.46166999999999997 -0.0025099999999999996 0.11658 -0.031204999999999997 -0.095084999999999989 -0.082724999999999979 -0.56022499999999986 0.076560000000000003 -1.0000000180025095e-35 0.10097500000000002 0.084770000000000012 0.076905000000000015 -0.085474999999999982 -0.081234999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 10 9 -9 15 20 -10 13 -5 -15 -2 -17 -18 -14 -20 21 -7 -22 25 -25 26 29 28 -28 -24
right_child=7 2 3 12 -6 6 -8 8 11 -11 -12 -13 18 14 -16 16 17 -19 19 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012442415876483376 0.0052652533955710092 0.0057769802385899301 0.0046080511491166454 0.0032705494863421339 0.00071692080789944159 0.0089879470251223725 0.009332145001029685 0.003149914429505931 -0.0035350621860925457 0.0052441717983272521 0.0068300782685826837 0.0013971657411838395 0.0045312675342655791 -0.0041799824643897372 0.0019351952749171429 0.0053798595606349411 0.0016417494966324147 -0.0018962991303940328 0.0028667293134536261 -0.0018699418799951674 0.008342388594367851 0.0046660301032372649 0.0051465878833088221 0.004835747185695384 -0.0034772958699613812 0.0078449236565722603 0.0073673856687610567 -0.0015430435294374115 0.0023127536903692607 0.0042449723728686618
leaf_weight=33 23 89 258 32 40 37 21 34 40 38 82 21 72 27 35 20 117 41 56 20 24 45 978 28 20 37 23 21 56 753
leaf_count=33 23 89 258 32 40 37 21 34 40 38 82 21 72 27 35 20 117 41 56 20 24 45 978 28 20 37 23 21 56 753
internal_value=0 0.00453282 0.0035622 0.00319717 0.00408575 0.00481573 0.00487119 0.00160883 -5.22623e-05 0.00226909 0.00482667 -0.00183708 0.00210297 0.000633297 -0.000727866 0.00170664 0.00124682 0.000723648 0.00303641 0.00162024 0.00474542 0.00661616 0.00466635 0.00462031 0.00137198 0.00470377 0.0046403 0.0026656 0.00378436 0.00475438
internal_weight=0 2787 629 540 298 2158 2125 334 95 239 2104 61 242 94 62 201 178 158 148 76 2022 82 1940 1916 48 1868 1831 100 79 1731
internal_count=3121 2787 629 540 298 2158 2125 334 95 239 2104 61 242 94 62 201 178 158 148 76 2022 82 1940 1916 48 1868 1831 100 79 1731
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=31
num_cat=0
split_feature=4 2 149 123 3 14 160 131 10 51 16 151 484 4 4 13 157 4 42 0 1 3 1210 42 150 1446 1447 52 3 42
split_gain=0.208491 0.0877627 0.0574058 0.0523794 0.0391967 0.04157 0.0313385 0.0445697 0.103918 0.0344039 0.0427346 0.0318234 0.0315949 0.0304341 0.0350176 0.0413319 0.0630174 0.0550896 0.0357396 0.0798398 0.0615668 0.0455837 0.0972477 0.0448167 0.0391207 0.0337369 0.0577641 0.042221 0.0510386 0.0639441
threshold=0.36766000000000004 0.14285500000000004 0.07770500000000001 1.0000000180025095e-35 0.31299000000000005 -0.24175999999999997 -0.067824999999999983 0.096070000000000016 -0.074314999999999978 -0.023524999999999997 -0.40995499999999996 -0.082229999999999984 0.096415000000000015 -0.082769999999999982 -0.082349999999999993 -0.066634999999999986 -0.23976499999999998 -0.081714999999999996 1.0000000180025095e-35 -0.071719999999999992 0.089625000000000024 -0.082879999999999995 -0.0049999999999999984 0.11934000000000002 -0.045534999999999992 0.091180000000000011 -0.085684999999999997 1.0000000180025095e-35 -0.14186499999999996 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 12 8 -8 -10 11 -11 -2 25 -15 17 -17 -16 24 20 -20 -21 -23 -24 -18 26 -7 28 -28 -30
right_child=2 -3 -4 -5 -6 13 7 -9 9 10 -12 -13 -14 14 15 16 18 -19 19 21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0088729716645320877 0.0039013645805728936 0.0010060028449192435 0.0058300282857898207 0.0024015629117806947 0.00069595209904946395 0.0091613026726520275 -0.0061357888100901621 0.0047283242634009754 -0.0031097016704734418 0.0030542298193488807 0.0049882904769709482 -0.00052855389000957501 -0.00011866168753276098 0.00051469476893544201 0.0090975375031121086 -0.0019512124266475438 0.00028304203699987669 0.0044363336499076908 0.0018508597654207344 -0.0001326256850734353 -0.00510427413857542 0.010654782536237138 0.0054600797272447883 -0.0004508862383258732 0.0042480053533579159 0.0010386466339696199 0.0056775865971471547 0.0056631373638070873 0.0037236563140734175 -0.0015282028876417489
leaf_weight=20 60 90 27 156 30 32 25 21 20 35 26 85 29 27 26 20 26 1023 35 20 20 23 29 23 580 22 111 289 164 27
leaf_count=20 60 90 27 156 30 32 25 21 20 35 26 85 29 27 26 20 26 1023 35 20 20 23 29 23 580 22 111 289 164 27
internal_value=0 0.004078 0.00141288 0.00418029 0.00428923 0.00433206 0.00101666 0.000355531 -0.000125247 0.000779955 0.00131278 0.000516425 0.00259147 0.00429569 0.00408966 0.00414255 0.00358924 0.00455186 0.00373582 0.00235383 -0.00067828 0.00410926 0.00524043 0.00284561 0.00407789 0.00488727 0.00502318 0.00479912 0.00397229 0.00298125
internal_weight=0 2793 328 2703 2547 2517 301 212 191 166 146 120 89 2497 1852 1825 776 1049 756 150 55 95 75 52 606 645 623 591 302 191
internal_count=3121 2793 328 2703 2547 2517 301 212 191 166 146 120 89 2497 1852 1825 776 1049 756 150 55 95 75 52 606 645 623 591 302 191
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 2 376 14 4 2 159 1 1 2 2 2 4 132 475 4 2 47 15 11 3 1 3 2 3 160
split_gain=9.64789 1.25618 1.05613 0.853155 0.685268 0.57193 0.390408 0.341742 0.247779 0.278475 0.24507 0.225948 0.179334 0.160269 0.176826 0.157851 0.203079 0.142128 0.130164 0.120671 0.124418 0.112667 0.104735 0.103674 0.102732 0.101445 0.0997084 0.0919004 0.0852474 0.182729
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.10045500000000002 1.0000000180025095e-35 0.083470000000000016 0.076975000000000002 0.36766000000000004 0.14122000000000004 -1.0000000180025095e-35 0.092845000000000025 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.14753000000000002 0.40945500000000007 0.08764000000000001 -0.066784999999999983 -0.55119499999999988 0.092365000000000017 0.089640000000000011 -0.41942499999999994 0.075910000000000019 0.31534000000000006 0.104035 0.0068900000000000012 -1.0000000180025095e-35 -0.12018999999999998 -0.037174999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 5 7 6 27 12 9 18 -5 -4 19 14 -14 16 26 22 -6 -1 28 -2 -17 -9 -24 -20 -12 -3 29 -21
right_child=1 3 11 10 8 -7 -8 23 -10 -11 15 -13 13 -15 -16 17 -18 -19 25 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077219980498261203 0.00071402667733409515 0.00044941968120196284 0.00053704507687441492 0.00039685997975179657 0.00064743074965518239 0.00030351755182415571 0.00026469899726609919 0.00064424558908687324 0.00037775182647191197 0.00039959613016451567 0.00023437108150423431 0.0003493820406915052 0.00045652939023287326 0.00044851853964331242 0.00060834035227181108 0.0001977647468924065 0.00018479866056549116 0.00027326545525902234 0.00056234457958796084 0.00041540793232779761 0.0005887440273668335 0.00053025989555845069 0.000118674248664852 0.00080234451980792205 -6.5715236538876787e-05 0.00042473739305670487 0.00040816132843591809 0.00060540976907604504 0.00063809446977800216 0.00064937974637860145
leaf_weight=22 23 20 37 26 68 169 22 23 33 41 22 74 33 33 278 23 105 21 323 21 281 29 26 52 21 22 30 53 1157 33
leaf_count=22 23 20 37 26 68 169 22 23 33 41 22 74 33 33 278 23 105 21 323 21 281 29 26 52 21 22 30 53 1157 33
internal_value=0 0.000320524 0.000598957 0.000292396 0.000607535 0.000371943 0.000493668 0.000624097 0.000541799 0.000553723 0.000215751 0.000411936 0.000618858 0.000578445 0.000592232 0.000196764 0.000234426 0.000131788 0.000569024 0.000628041 0.000625915 0.000611541 8.93443e-05 0.000753861 3.62875e-05 0.00055357 0.000334635 0.000562673 0.00063454 0.000558391
internal_weight=0 590 2531 538 2420 264 95 1933 487 454 274 111 1858 344 311 248 157 91 413 1514 1492 52 70 75 47 345 52 73 1211 54
internal_count=3121 590 2531 538 2420 264 95 1933 487 454 274 111 1858 344 311 248 157 91 413 1514 1492 52 70 75 47 345 52 73 1211 54
is_linear=0
shrinkage=0.00196078


Tree=6640
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 4 2 14 2 1 13 4 0 14 3 0 43 16 1419 48 0 131 52 394 4 10 49 3 13
split_gain=12.8533 2.13072 1.29687 1.08374 0.734396 0.602145 0.472273 0.464796 0.437795 0.384968 0.345305 0.287957 0.264584 0.359606 0.222989 0.202044 0.198751 0.16915 0.154517 0.148824 0.159996 0.12179 0.117748 0.115661 0.114138 0.128654 0.109216 0.104705 0.0978908 0.10679
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.17025000000000004 0.09253500000000002 -0.004174999999999999 0.0061450000000000003 -0.11173999999999999 -1.0000000180025095e-35 -0.014944999999999998 -0.07929499999999999 -1.0000000180025095e-35 -0.44310499999999992 0.082370000000000013 0.093265000000000015 -0.15599999999999997 0.09031500000000002 -0.16675999999999999 -0.078674999999999981 -0.51843499999999987 -0.38124499999999995 -0.007794999999999999 -0.0025099999999999996 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 7 6 8 15 12 11 -5 28 13 21 -14 -3 -15 -13 -16 20 24 -1 -2 -10 -18 -26 -11 -20 -4 -30
right_child=1 2 9 10 -6 -7 -8 -9 23 26 -12 17 14 16 18 -17 19 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00062357748493830798 0.00075232064505728212 0.00051321059562801528 0.00031032321202652887 0.00064466387944375498 0.00035717886692359215 0.00047954269053317069 0.00042781445572116208 0.00065837048118422173 0.00071199198089101732 0.00016370023175915047 0.00039947123133130728 0.00027000506445035047 0.00084460819580085248 0.00072882344060229854 0.00071605383611257818 0.00026244550428581952 0.00054084030929587635 0.00045736252970216587 0.00048688038372182989 0.0008015041973660974 0.00055484431858248513 0.00044140566425636261 0.00058695146850511139 0.00088250671127083436 0.0008262538846981112 0.00068489292616235253 -1.8906101730524326e-05 0.00062574631212602093 0.00022994215270814121 7.5892928312076079e-05
leaf_weight=43 49 30 41 34 207 48 24 67 20 34 63 32 21 1148 72 21 20 44 23 40 38 21 25 65 26 516 20 226 81 22
leaf_count=43 49 30 41 34 207 48 24 67 20 34 63 32 21 1148 72 21 20 44 23 40 38 21 25 65 26 516 20 226 81 22
internal_value=0 0.000382559 0.000343781 0.000688523 0.000427552 0.000696903 0.000701433 0.000551004 0.000704315 0.000244416 0.000485415 0.000280829 0.000698966 0.000708219 0.000648858 0.000409954 0.000713388 0.000378475 0.000636052 0.000685701 0.00067798 0.000563802 0.000696453 0.000842386 0.000686306 0.000691674 9.60683e-05 0.000612919 0.000229293 0.000197038
internal_weight=0 673 599 2448 325 2351 2303 118 2279 274 97 220 2194 1852 342 51 1788 76 321 640 600 64 74 85 562 542 54 249 144 103
internal_count=3121 673 599 2448 325 2351 2303 118 2279 274 97 220 2194 1852 342 51 1788 76 321 640 600 64 74 85 562 542 54 249 144 103
is_linear=0
shrinkage=0.00196078


Tree=6641
num_leaves=31
num_cat=0
split_feature=1 2 12 4 1 12 12 4 1 4 14 2 13 50 12 1 3 16 1 4 47 49 16 47 47 0 151 4 14 157
split_gain=19.0092 2.40548 2.07738 1.88968 1.29377 1.25061 0.782708 0.761935 0.530408 0.397458 0.365561 0.359646 0.341692 0.314666 0.293198 0.218649 0.205732 0.259337 0.204404 0.197347 0.19682 0.235754 0.214322 0.196375 0.193095 0.193007 0.191842 0.179709 0.176731 0.147268
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.092845000000000025 0.085055000000000006 0.090285000000000018 -0.17966999999999997 0.12958500000000003 0.033845000000000007 0.076975000000000002 0.11389000000000002 -1.0000000180025095e-35 0.041865000000000006 0.13597000000000004 0.12765500000000005 -0.14186499999999996 -0.040964999999999994 0.14699000000000004 0.024790000000000003 0.091680000000000011 -0.066019999999999981 -0.016164999999999995 0.077555000000000013 0.094160000000000008 -0.13027499999999997 -0.083919999999999981 -0.036839999999999991 0.062655000000000016 -0.080299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 11 12 10 -6 -5 14 25 23 24 18 16 27 -8 -18 -3 -14 21 26 -23 28 -2 -4 -9 -7 29 -1
right_child=1 13 6 8 7 15 9 20 -10 -11 -12 -13 19 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064356252749570388 0.0003864506743743974 0.00024272561987505897 0.00074118973748161902 0.00046535283661629446 0.00088909067244840277 0.00094862351814905806 0.00094929158740715113 0.00050645154762945122 0.00026347922053210495 0.00074166538489205255 0.0010805963593370773 0.00057812883706806267 0.00074688206630281538 0.00039310956069456981 0.00065230940587622153 0.00060210294576307861 0.00087286121607143251 0.00079500768266039298 6.4136673415780276e-05 0.00049871744805077051 0.00068241578487123974 0.00049721092748616002 0.0002595998022668794 0.00097049827335261493 0.00060082744497433652 0.0009006567460588009 0.00075607520546398907 0.00076470399485426205 0.00098427934389488372 0.00081277513109067766
leaf_weight=23 70 56 30 116 28 30 77 29 88 171 43 23 28 30 29 21 421 270 44 22 29 54 20 35 21 1068 20 64 20 141
leaf_count=23 70 56 30 116 28 30 77 29 88 171 43 23 28 30 29 21 421 270 44 22 29 54 20 35 21 1068 20 64 20 141
internal_value=0 0.000452496 0.000843325 0.000519053 0.000717744 0.00063124 0.000868453 0.000591859 0.00037827 0.000827442 0.000903245 0.000811377 0.000507471 0.000216984 0.000845846 0.000782991 0.000853154 0.000842441 0.000164146 0.00063769 0.000537106 0.000502845 0.000432992 0.000835873 0.000435922 0.0008963 0.000608339 0.000823402 0.000810265 0.000789044
internal_weight=0 590 2531 460 422 256 2109 180 204 968 1141 242 141 130 797 115 768 691 100 50 152 123 74 219 91 1098 49 94 184 164
internal_count=3121 590 2531 460 422 256 2109 180 204 968 1141 242 141 130 797 115 768 691 100 50 152 123 74 219 91 1098 49 94 184 164
is_linear=0
shrinkage=0.00196078


Tree=6642
num_leaves=31
num_cat=0
split_feature=1 1 4 12 4 133 2 16 4 3 0 14 2 16 2 0 4 15 51 40 156 156 1429 13 2 42 3 11 43 16
split_gain=0.328072 0.0862228 0.0702672 0.047169 0.0414329 0.0364354 0.039989 0.0340752 0.0488063 0.0335051 0.0316852 0.0585841 0.0322286 0.0309355 0.029659 0.0269964 0.0262113 0.0338885 0.0261799 0.0394118 0.0267931 0.0941621 0.0607845 0.0728471 0.0538247 0.0440112 0.0380922 0.0301503 0.0332454 0.0579455
threshold=0.10293500000000001 0.13707500000000003 -0.015039999999999998 -1.0000000180025095e-35 0.042705000000000007 0.089200000000000015 1.0000000180025095e-35 -0.44310499999999992 0.40124500000000002 0.10299500000000002 -0.0058249999999999994 -0.073114999999999986 0.13754500000000003 0.27776000000000006 0.12358500000000001 -0.075934999999999989 0.49041500000000005 -0.10469999999999999 -0.13782999999999998 -0.083394999999999983 0.087380000000000013 0.085790000000000019 0.083715000000000026 -0.068269999999999983 0.086885000000000004 0.083995000000000014 -0.082094999999999987 0.085155000000000022 -0.00045499999999999995 -0.095964999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 6 16 8 -6 14 11 -3 -13 -11 18 -5 17 -4 -1 -20 21 27 24 -24 26 -26 -22 28 29 -21
right_child=1 10 5 15 7 -7 -8 -9 -10 13 -12 12 -14 -15 -16 -17 -18 -19 19 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0073194315300012629 0.0023512299978028749 0.0058657240854310139 0.009065113571428118 0.0094689338425682362 0.0068645434280093153 0.00057704440306614359 0.0025333832214234583 0.0037501407222115392 0.0014140239730477335 0.0007299560413230211 -0.0014626765819756608 0.0031121286157784721 -0.00067255262448082847 0.0059612092492170631 0.0027139852798427457 0.0056315751276137735 0.0017531943537861757 0.0045331727073062216 0.0020388705465252156 0.0087092916858441463 0.00081426969369534754 0.011162176364186135 0.0044004378202325651 -0.0025976238727924371 0.011614960963682582 0.0054227794859219684 0.0066346220672130586 0.0019081242842366919 0.0050804459769656397 0.0059052573588836534
leaf_weight=105 40 28 21 22 92 56 223 221 20 26 38 35 63 20 32 110 23 77 29 79 22 33 51 21 24 22 23 20 447 1098
leaf_count=105 40 28 21 22 92 56 223 221 20 26 38 35 63 20 32 110 23 77 29 79 22 33 51 21 24 22 23 20 447 1098
internal_value=0 0.00308975 0.00366931 0.00535953 0.00550492 0.00294251 0.00332759 0.00447027 0.00589124 0.00567283 0.00106837 0.0018317 0.000679119 0.00300441 0.00573402 0.00627113 0.00479128 0.0055043 0.00578297 0.00569666 0.00575431 0.00587327 0.00453032 0.00235934 0.00624803 0.00865348 0.00378912 0.00576711 0.00581463 0.00609346
internal_weight=0 736 572 172 2385 400 344 333 112 2052 164 126 98 46 2006 132 121 98 1974 1869 1840 1677 163 72 91 46 45 1644 1624 1177
internal_count=3121 736 572 172 2385 400 344 333 112 2052 164 126 98 46 2006 132 121 98 1974 1869 1840 1677 163 72 91 46 45 1644 1624 1177
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 0 1 2 4 15 4 150 12 4 47 1 131 15 160 3 4 12 0 12
split_gain=15.3018 2.61616 1.51496 1.15873 0.983202 0.750316 0.512215 0.464146 0.403505 0.351799 0.340725 0.308116 0.428976 0.307095 0.277118 0.2363 0.233457 0.230609 0.171786 0.167615 0.154518 0.141469 0.12612 0.148049 0.125692 0.11679 0.11202 0.10834 0.0955048 0.129803
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.13501500000000002 -0.10474999999999998 0.085605000000000014 0.14285500000000004 0.0082450000000000006 -0.095869999999999983 0.42051500000000003 1.0000000180025095e-35 0.08815000000000002 -0.52556499999999995 0.090100000000000013 0.089770000000000016 0.082750000000000004 -0.41942499999999994 -0.067824999999999983 -0.0025099999999999996 0.015030000000000002 0.095780000000000018 -0.15202999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 13 11 -6 -5 17 12 28 16 18 -14 -4 27 19 -13 -3 -21 23 -15 -18 -26 -25 -7 -1 -30
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 14 15 22 -16 -17 24 -19 -20 21 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.00086896172224306594 0.00075707513608026572 0.00036214045525727442 0.00039013570002849085 0.0006938159534537944 0.00068647598443153941 0.00074513001787252799 0.00048413393812763236 0.00091570130972153314 0.00040396154516827466 0.00044632831532154504 0.00052274864322861216 0.0009693016469422953 0.00069309341661235539 0.00021952211225885165 0.00066878056569563812 0.00045434615274207203 0.00035336217353263213 0.00051937748595150713 0.00075553560804607518 0.0007967898369926552 0.00050942071179366287 0.00065232933909458444 0.00028237095099814492 0.00014001993101784118 0.00026082280206726213 9.6929755447633275e-05 -4.5747468655375515e-05 0.00067754674427890165 0.00059478101667528058 0.00078399350576083672
leaf_weight=25 74 190 52 34 77 178 34 79 26 63 48 21 28 29 98 37 22 26 780 751 32 27 20 24 35 32 26 187 20 46
leaf_count=25 74 190 52 34 77 178 34 79 26 63 48 21 28 29 98 37 22 26 780 751 32 27 20 24 35 32 26 187 20 46
internal_value=0 0.000409257 0.000366288 0.000743095 0.00045683 0.00075176 0.000258893 0.000768544 0.000615162 0.000533077 0.000678656 0.000762202 0.000678851 0.000226984 0.000769956 0.000557191 0.000285756 0.000697796 0.000776235 0.000796442 0.00038337 0.000791776 0.000143279 0.000108066 0.00022477 0.000182546 4.34209e-05 0.000710505 0.000765751 0.000726656
internal_weight=0 673 599 2448 325 2351 274 1912 103 97 439 1833 156 240 1677 65 141 391 1579 799 222 778 99 79 89 67 50 365 91 66
internal_count=3121 673 599 2448 325 2351 274 1912 103 97 439 1833 156 240 1677 65 141 391 1579 799 222 778 99 79 89 67 50 365 91 66
is_linear=0
shrinkage=0.00196078


Tree=6644
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 1 2 1 0 2 4 16 16 4 2 15 475 160 3 151 10 4 12 16 4 1 15
split_gain=18.1731 2.99337 1.76088 1.38995 0.950424 0.712696 0.682178 0.51403 0.513729 0.386093 0.337089 0.359081 0.31675 0.383021 0.23561 0.207995 0.205765 0.219821 0.172922 0.17182 0.15255 0.185183 0.149624 0.147118 0.14682 0.133178 0.126209 0.140036 0.137513 0.124458
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.12958500000000003 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.089625000000000024 -0.095504999999999993 0.14753000000000002 0.27834500000000006 0.11346000000000002 -0.040964999999999994 -0.55119499999999988 0.088850000000000012 -0.41942499999999994 -0.07675499999999999 -0.075414999999999982 -0.016324999999999996 -0.089309999999999987 -0.38124499999999995 0.0049200000000000008 0.085885000000000017 -0.0094449999999999968 0.071150000000000005 0.11551000000000002 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 6 12 10 24 -5 19 16 29 13 -3 22 -7 -1 -18 -14 -6 -15 -22 -2 -20 -4 -13 28 -28 -24 -12
right_child=1 5 7 8 9 15 -8 -9 -10 -11 11 25 18 20 -16 -17 17 -19 23 -21 21 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010412634720564312 0.00055673986783909561 0.00047211861777419822 0.00083920582466655302 0.00078084989651745437 0.00087772925580452367 0.00039533371783043468 0.0010267754173894235 0.00050883667451670955 0.00048006613595439322 0.00056513372732086759 0.00073126236281168997 0.00067117686898710374 0.00028212545154269271 0.00039899342082828308 0.00065603222359310494 0.00065627080796201243 0.00086835087730420871 0.00081877837942871527 0.00020891683570602361 0.00075004369815093955 0.0003398030001085763 0.00015399576765513442 0.00049575896420513816 1.9733274240745882e-06 0.00070511779153398951 0.00082728281902129939 0.00026097034441171054 0.00046889954045707102 0.00035612885617824765 0.00054949539523123023
leaf_weight=22 37 44 75 34 46 23 79 33 61 41 30 23 32 23 22 24 941 542 25 340 32 58 89 28 54 243 33 20 39 28
leaf_count=22 37 44 75 34 46 23 79 33 61 41 30 23 32 23 22 24 941 542 25 340 32 58 89 28 54 243 33 20 39 28
internal_value=0 0.000459836 0.000569259 0.000820207 0.000829666 0.000307629 0.00084838 0.000727212 0.000587715 0.000746044 0.000840675 0.000783304 0.000264718 0.000316914 0.00046264 0.000528578 0.000853026 0.000850233 0.000168308 0.00076526 0.000256481 0.000220061 0.000443124 9.95882e-05 0.000783076 0.000813785 0.000419898 0.000339434 0.000453215 0.000643513
internal_weight=0 691 402 2430 2335 289 1908 162 95 427 1829 324 242 157 240 47 1505 1483 85 386 113 90 218 53 129 266 181 53 128 58
internal_count=3121 691 402 2430 2335 289 1908 162 95 427 1829 324 242 157 240 47 1505 1483 85 386 113 90 218 53 129 266 181 53 128 58
is_linear=0
shrinkage=0.00196078


Tree=6645
num_leaves=31
num_cat=0
split_feature=1 3 1 46 402 124 2 0 42 4 15 4 43 1209 3 4 4 4 479 2 133 2 2 4 4 16 3 133 402 402
split_gain=0.40657 0.099406 0.0672638 0.0679851 0.0463164 0.0446147 0.0419331 0.0394058 0.037195 0.0332926 0.0298818 0.0644208 0.0499459 0.044681 0.0363206 0.0432328 0.0672664 0.0380094 0.0350803 0.0291026 0.0330248 0.02933 0.0591006 0.0303823 0.0311918 0.0437949 0.0406359 0.0280289 0.0430727 0.0417713
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.086055000000000006 -0.076779999999999987 0.13404500000000005 1.0000000180025095e-35 -0.0060199999999999993 0.04735000000000001 0.040760000000000005 -0.15464999999999998 -0.51144999999999985 0.091045000000000001 0.090900000000000009 -0.059649999999999988 0.0033150000000000007 -0.50940999999999981 0.088785000000000017 0.13712500000000002 0.091250000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.033174999999999989 0.42642000000000008 -0.0048099999999999992 0.13524500000000003 -0.071719999999999992 0.12629000000000004 0.2506000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 19 9 8 10 -4 -1 -2 12 -12 -7 14 17 -16 -17 -14 -19 20 21 -3 -23 -24 25 26 -25 28 -13 -29
right_child=1 2 7 -5 -6 6 -8 -9 -10 -11 11 27 13 -15 15 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.0064191409255354064 0.0069262159552939311 0.0017923853717950464 0.0014136833666513365 0.0088867866946384308 0.00061425622220018087 0.001120956797551896 0.0033455347794355177 -0.0032417658949270844 0.0024113193485199623 0.004441321333747251 0.010430015462704681 0.0070461896200170173 0.009542545783167173 0.0015783184591617264 0.0064093796655117557 -0.0022624899074435234 0.0052245199478541809 0.0062787460959012878 0.002240935007152571 0.0010829016399032004 0.00020300236404485381 0.0088449224447831511 0.0071118376844837754 0.0046605583914242745 0.0056985498716433849 -0.001802601521125152 0.00014816282862990067 0.0063557997734958599 0.011872617262415589 0.0022782283870933151
leaf_weight=39 96 61 75 20 21 21 49 24 57 123 44 245 35 22 49 20 30 979 22 71 30 25 22 64 36 21 29 745 20 26
leaf_count=39 96 61 75 20 21 21 49 24 57 123 44 245 35 22 49 20 30 979 22 71 30 25 22 64 36 21 29 745 20 26
internal_value=0 0.00343986 0.00260611 0.00321239 0.00510041 0.00615177 0.00623967 0.00028509 0.0040395 0.00553059 0.00630247 0.0066824 0.00595415 0.00604188 0.00612839 0.00429844 0.00222972 0.00630326 0.00619 0.00289627 0.00334331 0.00370847 0.00430177 0.00364143 0.00313244 0.00232209 0.00325347 0.00652324 0.00741045 0.00621829
internal_weight=0 718 478 379 240 2403 2307 99 96 219 2258 1080 1178 1157 1135 99 50 1036 1001 359 288 258 197 172 150 114 93 1036 265 771
internal_count=3121 718 478 379 240 2403 2307 99 96 219 2258 1080 1178 1157 1135 99 50 1036 1001 359 288 258 197 172 150 114 93 1036 265 771
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=31
num_cat=0
split_feature=1 2 15 457 160 11 15 15 14 4 484 10 4 158 52 0 394 3 472 9 4 481 4 16 2 128 403 3 13 52
split_gain=0.330265 0.085641 0.0737851 0.0896035 0.0719877 0.0502037 0.045088 0.0802056 0.0531912 0.0437727 0.0603738 0.042596 0.0387384 0.0332766 0.0384652 0.0325248 0.0513112 0.0343951 0.0321829 0.0320328 0.0305566 0.0305468 0.0408201 0.0298849 0.0545542 0.041499 0.0399119 0.0563046 0.0625272 0.0293412
threshold=0.10293500000000001 0.12043500000000001 -0.41942499999999994 0.079590000000000008 -0.077849999999999989 0.095360000000000014 -0.41942499999999994 -0.30407999999999996 -1.0000000180025095e-35 0.51388000000000011 0.090535000000000018 0.11294000000000003 0.042705000000000007 0.07968500000000002 -0.04127999999999999 -0.079119999999999982 -0.079424999999999982 0.084940000000000015 -0.085369999999999988 -1.0000000180025095e-35 0.0033150000000000007 -0.051484999999999996 -0.52556499999999995 -0.076354999999999992 0.094215000000000007 0.086435000000000012 -0.53960999999999981 -0.07908999999999998 -0.0044799999999999987 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 5 -2 19 9 -8 -9 -3 -11 -6 15 -14 -15 17 -17 29 -18 -4 -19 -20 -23 24 25 26 -24 28 -28 -1
right_child=1 6 3 -5 11 -7 7 8 -10 10 -12 -13 13 14 -16 16 18 20 21 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0063838635081576531 0.0046994500875007367 0.005608340307725999 0.0016636043995747281 0.0009143528088943327 -0.0028444962714471531 0.0094866258242400359 -0.0043128845092185123 0.005538221822020465 0.00066522615060518684 0.0046645214922888126 -0.0028478905791416765 0.0028835452882049143 0.0039191825366287963 0.0024805537001653154 0.0072582679751374392 0.00015175927430391314 0.0090535649860447095 0.0025829817974366825 0.0021523556541069412 0.0051604325660569699 0.0071823877654969698 0.0090514089429884082 0.0080424272222444412 0.0047265747795427792 0.0097617343210408269 0.0091324782168323345 -0.002986815640525449 0.0071165140379558919 0.0047300331117141811 0.0052959279892923327
leaf_weight=970 40 46 29 58 37 25 27 28 112 23 20 20 239 22 72 20 22 52 32 271 20 28 21 432 36 22 21 22 21 333
leaf_count=970 40 46 29 58 37 25 27 28 112 23 20 20 239 22 72 20 22 52 32 271 20 28 21 432 36 22 21 22 21 333
internal_value=0 0.00312332 0.00391109 0.00453504 0.00144745 0.00518119 0.00164624 0.000677411 0.00163983 0.00346416 0.00117038 -0.000834657 0.00554655 0.0045461 0.00614008 0.0057089 0.00514152 0.00598826 0.00529341 0.00482241 0.00386059 0.00516314 0.00532292 0.00514135 0.0063944 0.00526146 0.00425955 0.00301829 0.000871609 0.00610583
internal_weight=0 736 480 383 97 325 256 167 140 89 43 57 2385 333 94 2052 677 1375 657 300 72 635 603 575 143 107 85 64 42 1303
internal_count=3121 736 480 383 97 325 256 167 140 89 43 57 2385 333 94 2052 677 1375 657 300 72 635 603 575 143 107 85 64 42 1303
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=31
num_cat=0
split_feature=1 3 4 2 9 40 132 3 4 0 3 2 11 12 14 157 42 456 151 1456 159 480 481 0 483 1429 52 1429 1374 52
split_gain=0.267514 0.0792016 0.0569644 0.0486519 0.0882168 0.0489996 0.0355989 0.0515641 0.0345807 0.0345567 0.0415772 0.033709 0.0320937 0.0434074 0.0314601 0.0502357 0.0328791 0.0352813 0.0295208 0.0313426 0.0509337 0.0446751 0.0408379 0.0396229 0.0352037 0.060553 0.0730519 0.0346205 0.0318573 0.0305874
threshold=0.10293500000000001 0.31299000000000005 -0.17966999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.077474999999999988 0.10512500000000001 0.42240500000000009 0.40124500000000002 0.024095000000000002 -0.10831999999999999 0.093320000000000014 1.0000000180025095e-35 0.085785000000000014 -0.47071999999999997 -0.06457499999999998 -0.019989999999999997 0.090345000000000009 1.0000000180025095e-35 0.056145000000000007 0.11389500000000001 0.086995000000000017 -0.081334999999999977 -0.087414999999999979 -0.095084999999999989 0.084770000000000012 -0.090114999999999987 0.083985000000000018 0.079875000000000015 -0.04127999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 -4 7 -3 11 10 -6 12 18 -14 -5 -16 -17 -18 19 20 24 22 -21 -23 -1 27 -27 28 -26 -20
right_child=1 6 3 14 9 -7 -8 -9 -10 -11 -12 -13 13 -15 15 16 17 -19 29 21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0085987948773739234 0.0056624662866542009 0.0007386047337443897 0.0028789219687339563 0.0058589435787871486 0.0097032006879453556 -0.0034637545502933099 0.0035767391601068625 -0.0050376389478333297 0.0010455643207850781 0.0011217279847533931 0.0048414768213922502 0.004451752611602835 0.0097996628558677107 0.0049539845072247681 -0.0019105187193913895 -0.0014443668612908701 0.0030416619921597885 -0.0010159954302556193 0.0062352328005627821 0.010687003472368374 0.0010454259224934503 0.0065625767473614337 0.0064479781362572555 0.00069004634395241748 0.0052875647773100365 -0.0027350347644339006 0.004649434120998391 0.0092131639957766642 0.0018138805658694497 0.0017173464033514896
leaf_weight=30 85 68 29 20 20 21 27 20 22 21 146 709 36 38 33 22 200 24 22 33 30 27 73 20 1191 21 37 22 27 47
leaf_count=30 85 68 29 20 20 21 27 20 22 21 146 709 36 38 33 22 200 24 22 33 30 27 73 20 1191 21 37 22 27 47
internal_value=0 0.00281098 0.00325739 0.00287599 0.0039461 0.000214998 0.000400385 -0.000574178 0.00499189 0.00494372 0.00542723 0.00502863 0.00527592 0.00731134 0.00202777 0.00175314 0.0022446 0.00260691 0.00518059 0.00527296 0.00512008 0.00662983 0.00776767 0.00406363 0.00521213 0.00513386 0.00197575 0.00528158 0.00521056 0.00315783
internal_weight=0 736 621 536 237 50 115 88 2385 187 166 2363 1654 74 299 279 246 224 1580 1511 1358 153 106 47 1328 1298 58 1240 1218 69
internal_count=3121 736 621 536 237 50 115 88 2385 187 166 2363 1654 74 299 279 246 224 1580 1511 1358 153 106 47 1328 1298 58 1240 1218 69
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=31
num_cat=0
split_feature=1 2 9 44 14 0 4 15 2 3 12 130 4 12 150 13 2 124 3 1 12 51 50 1 123 402 402 16 133 394
split_gain=0.219319 0.0709493 0.0394911 0.0457139 0.0405748 0.0383334 0.0565949 0.0482695 0.0374793 0.0361403 0.0438508 0.036379 0.0533025 0.0357178 0.040897 0.0342062 0.0545378 0.0339051 0.0326933 0.0319748 0.0313618 0.0411019 0.0445793 0.030495 0.0304057 0.029135 0.0362691 0.0623523 0.0286669 0.0295137
threshold=0.12000500000000001 0.10188000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.054835000000000009 -0.11173999999999999 0.0033150000000000007 -0.028889999999999996 0.089005000000000015 0.30112000000000005 -0.42850999999999995 -0.0060099999999999989 -0.031404999999999995 0.087505000000000013 1.0000000180025095e-35 -0.08971999999999998 0.13622000000000004 -0.084524999999999989 -0.023499999999999997 0.085605000000000014 0.087695000000000009 0.045645000000000005 0.086105000000000015 0.083345000000000016 0.083965000000000012 0.2506000000000001 0.090595000000000023 -0.078844999999999985 0.55672500000000014 -0.0065099999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 5 6 7 -4 -8 11 -11 -2 -13 14 15 -3 -17 -7 -16 -6 21 -19 -23 -10 -1 26 28 -28 29 -22
right_child=9 13 3 -5 19 17 8 -9 23 10 -12 12 -14 -15 18 16 -18 20 -20 -21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012392478363472039 -0.00093164448776552754 0.0006937906971679216 0.0026192357924838482 0.009419027073308826 0.005615798162409303 0.0012497729132080386 0.007865554237738253 -0.0034232411446282643 0.0051527510811865797 0.0028361563327694863 -0.0016455806793690829 0.0067175635233007631 0.0020960947319828807 0.0040689431312704175 -0.0025270607433578174 0.0047359149187397908 -0.00084910956909880044 0.0049526246006492101 0.0018923334822674017 0.010017917372963647 0.0058619685851080327 0.011001508554909379 0.0055499437045364178 0.00031632389026609335 0.0039919193945825099 0.00064075826445505731 0.0094697675894241089 0.0041407243761501311 0.0074222460199423416 0.0039212358083309789
leaf_weight=20 31 38 39 20 66 29 25 20 32 34 61 29 179 360 22 139 20 739 70 22 87 24 40 22 25 21 37 54 27 789
leaf_count=20 31 38 39 20 66 29 25 20 32 34 61 29 179 360 22 139 20 739 70 22 87 24 40 22 25 21 37 54 27 789
internal_value=0 0.00432003 0.00459801 0.00466103 0.00461513 0.00452198 0.00291429 0.000570939 0.00466438 0.00160832 -4.15906e-05 0.00226414 0.00274043 0.00340426 0.00257627 0.00338921 0.0040334 0.0046421 0.000835522 0.00671633 0.00469621 0.00516317 0.00759428 0.00318235 0.00166696 0.00432678 0.00440466 0.00630748 0.0042129 0.00411398
internal_weight=0 2787 2138 2093 2073 1985 138 59 79 334 95 239 208 649 289 197 159 1847 92 88 1818 803 64 54 45 1015 994 91 903 876
internal_count=3121 2787 2138 2093 2073 1985 138 59 79 334 95 239 208 649 289 197 159 1847 92 88 1818 803 64 54 45 1015 994 91 903 876
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 2 2 1 2 1 12 49 52 457 52 4 39 1 1 4 1 49 1429 39 12 50 1
split_gain=15.7426 2.08327 1.67781 1.18388 1.1058 0.894575 0.707306 0.523909 0.511385 0.53948 0.453368 0.404916 0.237193 0.238828 0.211192 0.175261 0.201776 0.167962 0.165111 0.163361 0.160301 0.152608 0.142899 0.131485 0.129627 0.119606 0.105263 0.108036 0.104282 0.0904586
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14285500000000004 0.14122000000000004 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.092845000000000025 0.092235000000000025 0.087135000000000004 0.08401500000000002 -0.012034999999999999 -0.56176499999999996 0.080930000000000016 -0.16675999999999999 -0.0057249999999999992 0.098220000000000016 0.16175000000000003 0.12000500000000001 -0.033174999999999989 0.12958500000000003 -0.054319999999999993 -0.015219999999999999 0.089790000000000023 0.095780000000000018 0.041865000000000006 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 8 7 11 21 23 -4 12 -1 18 -2 -13 26 -9 -14 22 28 -3 -11 -10 -12 -16 27 -17 -7 -5
right_child=1 5 10 29 -6 20 -8 17 9 19 24 15 13 -15 25 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082064090673270181 0.0005321634210436149 0.00040451020407155638 0.00071307027038279569 0.00044266941792824689 0.00047788707470452341 0.00018154542256837786 0.0005328506991598578 0.00078907887072430225 0.00075069395709059035 0.00056906788578379812 0.00052930848523934939 0.00086485672902205518 0.00051952364278455901 0.0007860946612847354 0.00088447522159829301 0.00077833289672135653 0.00059149663007762273 0.00099532668682559048 0.00072679433103220654 0.00025741420909437736 3.268637539632792e-05 0.00022192642903945948 0.00039621493924030558 0.00053102634116715072 0.00036517682711820345 0.00071602886724261351 0.00061838256111027131 0.00072682740281051605 0.00033055987008208154 0.00029622259187615579
leaf_weight=1089 20 24 37 50 45 65 41 20 22 22 37 47 22 365 21 324 33 63 45 27 21 66 112 20 37 71 23 303 25 24
leaf_count=1089 20 24 37 50 45 65 41 20 22 22 37 47 22 365 21 324 33 63 45 27 21 66 112 20 37 71 23 303 25 24
internal_value=0 0.000415908 0.000771575 0.000587624 0.000782387 0.000336851 0.000788156 0.000792641 0.000393641 0.000448185 0.000535852 0.000787 0.000805219 0.000766342 0.000714779 0.00074904 0.00074107 0.000945628 0.000658735 0.000396557 0.000186945 0.000270615 0.000424594 0.00064609 0.000447243 0.000754479 0.000748664 0.000753443 0.000222938 0.000395173
internal_weight=0 590 2531 186 2420 404 2375 2334 293 203 111 2251 1521 432 112 730 683 83 67 161 111 90 134 42 74 92 650 627 90 74
internal_count=3121 590 2531 186 2420 404 2375 2334 293 203 111 2251 1521 432 112 730 683 83 67 161 111 90 134 42 74 92 650 627 90 74
is_linear=0
shrinkage=0.00196078


Tree=6650
num_leaves=31
num_cat=0
split_feature=1 4 2 15 0 96 42 15 160 482 0 401 4 474 475 51 3 13 159 457 48 0 159 0 156 1208 403 403 16 15
split_gain=0.230912 0.0825592 0.0696737 0.0580029 0.0544538 0.051048 0.0439149 0.0368814 0.0385351 0.0344775 0.034899 0.0377851 0.0621702 0.0398069 0.0550065 0.0491013 0.0358044 0.0335595 0.0290504 0.04752 0.0307832 0.0332282 0.0285416 0.0271137 0.0343243 0.0265747 0.0310729 0.0368195 0.0262057 0.0261199
threshold=0.096325000000000008 -0.15764999999999998 0.13754500000000003 -0.079929999999999987 -0.10474999999999998 0.088850000000000026 0.088795000000000013 -0.083359999999999976 -0.076689999999999994 0.11816500000000001 -0.074479999999999977 0.080710000000000018 -0.55119499999999988 0.087530000000000011 -0.084049999999999986 -0.036694999999999992 0.092670000000000016 -0.011289999999999998 0.10323000000000002 0.094310000000000019 -0.080024999999999985 -0.026509999999999995 0.09320500000000001 -0.14832499999999996 0.10788500000000002 0.099975000000000008 -0.53255499999999989 -0.072624999999999981 -0.024819999999999998 -0.49307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 17 5 4 -4 7 -6 8 29 10 16 12 -12 14 -14 -15 23 -2 19 20 -9 -22 -10 -1 -25 26 -16 28 -28 -3
right_child=1 2 3 -5 6 -7 -8 18 22 -11 11 -13 13 15 25 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.006447634515392691 0.0020671684344831325 0.0019134529320330455 0.0053031285376554096 -0.0034027273616483132 -0.0024249599790588643 -0.0020875312841963025 0.0022163928555760611 0.007884940663352609 0.0020737418931120219 0.0082169488970456391 0.0091507132689002905 0.00091478061176052225 -0.0015172065212391318 0.0095670786972802419 -0.00011896639729716949 0.0029764949169475588 0.0020828613820909102 0.0059714923720146779 0.0075847941543906927 -3.9001525897953299e-05 0.0042053421506435288 -9.6061506774276501e-05 -0.0015564087666765168 0.0049164132885370186 0.00074682267848402272 0.0066214588040566019 0.0092291720665525646 0.0034265597770125307 0.0042277180190219291 0.0057145750837662495
leaf_weight=116 28 29 28 31 36 20 47 20 222 28 24 38 20 26 21 20 44 103 20 31 176 20 24 1537 20 32 20 270 22 48
leaf_count=116 28 29 28 31 36 20 47 20 222 28 24 38 20 26 21 20 44 103 20 31 176 20 24 1537 20 32 20 270 22 48
internal_value=0 0.00282025 0.00241667 0.000421655 0.00148973 0.00288108 0.000203276 0.00304951 0.00233067 0.00472992 0.00468575 0.00394414 0.00419714 0.00392131 0.00358911 0.00670161 0.00489868 0.00513698 0.00391912 0.0036223 0.00414777 0.00376642 0.00171958 0.00497274 0.00486285 0.00386891 0.0036044 0.00385501 0.00660936 0.00428298
internal_weight=0 883 752 142 111 610 83 590 323 2238 2210 493 455 431 385 46 1717 131 267 247 216 196 246 1673 1557 365 333 312 42 77
internal_count=3121 883 752 142 111 610 83 590 323 2238 2210 493 455 431 385 46 1717 131 267 247 216 196 246 1673 1557 365 333 312 42 77
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 1 2 2 2 1 2 150 4 2 47 2 0 133 1 4 49 160 3 4 1 0 15
split_gain=23.7203 3.71489 2.42835 1.99501 1.38792 1.34982 0.873871 0.668084 0.667088 0.606595 0.541659 0.427759 0.392125 0.358187 0.334198 0.323021 0.230949 0.217377 0.208226 0.155303 0.15949 0.144951 0.142671 0.130499 0.130163 0.152042 0.129846 0.120748 0.112485 0.350197
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088105000000000003 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.14285500000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.40945500000000007 -1.0000000180025095e-35 0.090100000000000013 0.092365000000000017 0.14486500000000005 0.092845000000000011 0.076935000000000017 0.23246000000000003 -0.053364999999999996 -0.067824999999999983 -0.0025099999999999996 -0.036839999999999991 0.14754500000000001 -0.10607499999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 5 4 6 17 12 11 -5 22 14 15 18 16 19 -4 -14 -3 28 20 -6 -20 -7 -10 -17 -26 -2 -13 29 -1
right_child=1 2 7 8 10 9 -8 -9 23 -11 -12 27 13 -15 -16 24 -18 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00097023144053327067 0.00088774047499778224 0.00036289142733064966 0.00039751770071867076 0.00077062033507822566 0.00080884408631795525 0.00081090238772663602 0.0010609675264441367 0.00046953238960440407 0.00051224007676199776 0.00040071001592433556 0.00051621896916669843 0.00014893046368590811 0.000640372727431503 0.00058835397482125693 0.00054764468811273836 0.00032648717695697743 0.00082748885300357742 0.00053757851847502239 0.00080430666551665488 0.00061373851276973993 0.00071445553108510115 0.00097734976925101941 0.00063544699520457024 0.00033319388806537815 0.00024292298726402551 6.7520944326654664e-05 0.00070401095653893674 1.1120567973138707e-05 0.00088005406527855395 0.00070693665680996679
leaf_weight=31 50 190 43 34 257 49 79 37 34 26 39 55 28 31 27 22 269 32 268 22 94 20 28 29 38 38 21 44 1134 52
leaf_count=31 50 190 43 34 257 49 79 37 34 26 39 55 28 31 27 22 269 32 268 22 94 20 28 29 38 38 21 44 1134 52
internal_value=0 0.000409204 0.000359175 0.00082485 0.00083622 0.000474145 0.000859048 0.000224282 0.000549277 0.000659662 0.000736795 0.000186472 0.000850346 0.000788914 0.000758301 0.000255836 0.000809848 0.000388072 0.000863734 0.00077355 0.000783566 0.000816324 0.0007471 0.000429822 0.000193669 0.000155222 0.000833398 8.76816e-05 0.000874954 0.000805276
internal_weight=0 673 602 2448 2351 325 1912 277 97 103 439 240 1833 328 400 141 297 222 1505 373 351 288 77 63 98 76 71 99 1217 83
internal_count=3121 673 602 2448 2351 325 1912 277 97 103 439 240 1833 328 400 141 297 222 1505 373 351 288 77 63 98 76 71 99 1217 83
is_linear=0
shrinkage=0.00196078


Tree=6652
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 49 13 4 1 150 13 0 43 4 3 1 50 15 40 1 43 31 8
split_gain=19.9423 2.62504 2.331 1.50235 1.25736 1.17858 0.941856 0.609717 0.683773 0.562203 0.53024 0.502837 0.290126 0.2711 0.261378 0.405565 0.415737 0.28785 0.249744 0.356091 0.232193 0.225519 0.210222 0.193757 0.220489 0.188968 0.167534 0.166906 0.148915 0.141906
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.13754500000000003 -1.0000000180025095e-35 0.10803500000000001 0.089885000000000007 0.09253500000000002 0.076175000000000007 -0.012034999999999999 -1.0000000180025095e-35 -0.013514999999999998 0.086920000000000011 0.081835000000000019 -0.16152999999999998 -0.073309999999999986 -0.077319999999999986 0.024790000000000003 0.086245000000000016 0.12958500000000003 0.041865000000000006 -0.41942499999999994 -0.063404999999999989 0.090540000000000023 0.05259500000000001 -0.077289999999999984 0.086615000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 12 7 9 28 22 11 -4 18 -2 25 17 -16 -17 -11 21 -20 -15 -1 -9 24 -7 -10 -21 -19 -3 -30
right_child=1 5 10 -5 -6 23 -8 8 13 14 -12 -13 -14 20 15 16 -18 27 19 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00089704296530510519 0.0005525068237501032 0.0003655387594626031 0.00076915468212814344 0.00050087640739668944 0.00043717020214202156 0.00025248123276815012 0.00058468271591537852 0.00082724966746281804 0.00047533481082460104 0.00063493916161365307 0.00047515768767435315 0.0010713231803356916 0.00081307632612018428 0.00067737999632821793 0.00081410258676294068 0.00081521273462795737 0.00042460810645431974 0.00088670204942503639 0.00060874288885944233 0.00096156058228353527 0.00043411981938345953 0.0007302812790251611 0.00054949138130919607 0.00032430392581229522 3.4170064677977383e-05 0.00029575640426470791 0.00078119717126649119 0.00079362158071786724 0.00010614201233709627 0.00031757775157410572
leaf_weight=1214 20 41 34 45 74 29 46 22 33 21 77 58 92 22 364 20 22 398 29 36 48 32 20 23 46 71 44 91 26 23
leaf_count=1214 20 41 34 45 74 29 46 22 33 21 77 58 92 22 364 20 22 398 29 36 48 32 20 23 46 71 44 91 26 23
internal_value=0 0.000442749 0.000843055 0.000855799 0.000635504 0.000354005 0.000862524 0.000413939 0.000470436 0.000868011 0.000565211 0.000892539 0.000766546 0.000416235 0.000830174 0.000793052 0.00061061 0.000859727 0.000884887 0.000794884 0.000510573 0.00089276 0.000694984 0.000166865 0.000118584 0.000352738 0.000862361 0.00086938 0.000278345 0.000205387
internal_weight=0 590 2531 2420 186 404 2375 306 216 2329 111 1413 112 174 916 406 42 510 1355 109 70 1246 42 98 75 104 80 489 90 49
internal_count=3121 590 2531 2420 186 404 2375 306 216 2329 111 1413 112 174 916 406 42 510 1355 109 70 1246 42 98 75 104 80 489 90 49
is_linear=0
shrinkage=0.00196078


Tree=6653
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 3 1 2 2 14 2 0 1 150 12 4 2 150 49 1 3 0 1 4 12 157 4 1 31
split_gain=20.8376 2.50042 2.38765 1.5177 1.43859 1.12531 0.796324 0.721467 0.60026 0.661413 0.556683 0.540219 0.409796 0.476225 0.360384 0.329965 0.296008 0.264946 0.255549 0.249858 0.228297 0.227685 0.219088 0.195404 0.192888 0.182256 0.169465 0.160584 0.159289 0.143051
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.27834500000000006 0.10188000000000001 0.14285500000000004 0.11658 0.093575000000000019 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.13501500000000002 -0.10096999999999999 0.085605000000000014 0.083095000000000016 0.09141500000000001 -0.52556499999999995 0.094835000000000017 0.081835000000000019 -0.012034999999999999 0.12958500000000003 -0.14989499999999997 -0.15202999999999997 0.16175000000000003 -0.033174999999999989 0.084100000000000022 -0.07686999999999998 -0.0073899999999999999 0.11654500000000001 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 8 11 17 29 20 12 18 13 22 -15 16 -14 -4 27 -2 -10 -18 -1 -7 -11 -24 -17 -6 -26 -3
right_child=1 5 7 -5 6 23 -8 -9 9 24 -12 -13 15 14 -16 26 21 -19 -20 -21 -22 -23 25 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0010532937505665946 0.00059563080360199895 0.0004355962307563697 0.00092904006300755133 0.0004323897289806137 0.000885408170313658 0.00024716366697224529 0.00051320125420949777 0.0005045827777654516 0.00085531070084707837 0.00060742222334798945 0.0010683975621419448 0.00058482986399592963 0.0011507125360175066 0.00081577275272745847 0.00054048955985867874 0.00071677210014510116 0.0007186691105073574 0.00068230582749779849 0.0006425035681356402 0.0008374419022043444 0.00056585770976894047 0.00092974708266939496 0.00068390175371485593 3.7111704047320604e-05 0.0004763319261878401 0.0008971952536422186 0.00087917728040785707 0.0007984203387480384 0.00034287396117537052 0.00025882184054861249
leaf_weight=26 20 24 27 74 190 90 38 80 22 23 81 37 23 41 33 26 20 44 25 92 20 1115 20 21 73 67 495 143 65 66
leaf_count=26 20 24 27 74 190 90 38 80 22 23 81 37 23 41 33 26 20 44 25 92 20 1115 20 21 73 67 495 143 65 66
internal_value=0 0.000462167 0.00087136 0.000650291 0.000886529 0.000375555 0.000784306 0.000632266 0.00043925 0.000498344 0.000909263 0.000810387 0.000902355 0.000815287 0.000693011 0.000912053 0.00093049 0.000776134 0.000833699 0.000794261 0.000717476 0.000926028 0.000895361 0.000207424 0.000441179 0.000848162 0.000871073 0.000848053 0.000413471 0.000305962
internal_weight=0 590 2531 186 2380 404 433 151 293 203 1947 395 1866 187 74 1679 1158 71 358 112 42 1135 113 111 161 87 521 333 138 90
internal_count=3121 590 2531 186 2380 404 433 151 293 203 1947 395 1866 187 74 1679 1158 71 358 112 42 1135 113 111 161 87 521 333 138 90
is_linear=0
shrinkage=0.00196078


Tree=6654
num_leaves=31
num_cat=0
split_feature=1 3 1 44 124 10 2 2 16 42 15 11 11 4 48 48 3 484 43 42 480 42 15 133 49 0 1455 1455 159 2
split_gain=0.415184 0.097475 0.065455 0.0513264 0.0501234 0.0470454 0.044422 0.04297 0.0395828 0.0395575 0.0302711 0.0355557 0.0275808 0.0271873 0.0459494 0.0463189 0.0387901 0.0365763 0.0681928 0.0363598 0.0727784 0.0903246 0.0359738 0.0353612 0.0472258 0.0369028 0.0316365 0.0344807 0.0361256 0.0305898
threshold=0.10293500000000001 -0.065229999999999996 0.14262000000000002 0.086360000000000006 -0.076779999999999987 -0.062879999999999978 0.14122000000000004 0.11018500000000002 0.057265000000000003 -0.0060199999999999993 -0.41942499999999994 0.084110000000000004 0.095720000000000013 -0.082249999999999976 0.092475000000000016 0.078735000000000013 0.092670000000000016 0.064170000000000019 -0.011244999999999998 0.085730000000000015 0.086995000000000017 0.090090000000000017 -0.085834999999999981 0.099660000000000012 0.10463500000000002 -0.046359999999999991 -0.24112999999999998 -0.088559999999999986 -0.073364999999999986 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 9 -4 12 10 -9 -1 -2 -12 13 14 15 17 23 19 -19 29 21 -21 -18 25 -25 26 -15 -28 -29 -6
right_child=1 2 5 -5 6 -7 -8 8 -10 -11 11 -13 -14 16 -16 -17 22 18 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0063273836545144711 0.0024470988917164507 0.003002943403710536 -0.0038108165459042154 0.0082039418583735833 0.0079179557516509975 0.0015215397969139024 0.0030508690998142744 0.0018286050068252674 0.006406957849061915 0.0021142876792090157 0.0056571383966701645 0.0092666331678628918 0.0026752635580487554 0.0099633271047086629 0.0027873987350612878 0.011894802622264252 0.005702341701274539 8.9429678129298348e-05 0.0077510744082526523 0.014239973257131437 0.0038370979272506454 0.0074427789850945022 0.00030589751189663301 0.0057382946370566068 0.0017133878790914561 0.0026972207240760328 0.0034963044488953579 0.0079563580474184305 0.0063765785013482779 0.0061257522812312067
leaf_weight=39 20 370 21 20 155 78 41 58 28 52 104 37 20 27 25 20 30 21 26 34 22 46 21 250 33 25 37 168 1046 247
leaf_count=39 20 370 21 20 155 78 41 58 28 52 104 37 20 27 25 20 30 21 26 34 22 46 21 250 33 25 37 168 1046 247
internal_value=0 0.00350465 0.00268675 0.00326966 0.00622162 0.000390434 0.00631292 0.0051239 0.00331923 0.0039199 0.00608789 0.00660431 0.00637229 0.0064054 0.00698368 0.00716741 0.00619486 0.00699581 0.00432779 0.00724462 0.00893081 0.0103316 0.00348028 0.00628215 0.00526896 0.0065022 0.00657664 0.00650354 0.0065952 0.00681678
internal_weight=0 736 489 390 2385 99 2294 247 86 91 161 141 2253 2233 596 571 1637 551 47 504 102 80 51 1586 283 1303 1278 1251 1214 402
internal_count=3121 736 489 390 2385 99 2294 247 86 91 161 141 2253 2233 596 571 1637 551 47 504 102 80 51 1586 283 1303 1278 1251 1214 402
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 4 2 2 47 14 15 1 15 52 2 0 51 1 0 49 51 1 16 3 4 15
split_gain=24.8587 2.91732 2.56479 1.53731 1.50739 1.13289 0.964374 0.849961 0.706083 0.635286 0.498289 0.4595 0.406461 0.395093 0.323748 0.320615 0.317726 0.307719 0.289627 0.297563 0.229588 0.218147 0.213783 0.233754 0.203982 0.200521 0.178025 0.172145 0.162588 0.137192
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.09141500000000001 -0.16363499999999997 -0.025214999999999998 0.033845000000000007 0.11177500000000001 0.11389000000000002 0.091680000000000011 0.076175000000000007 -0.14601999999999996 0.122715 0.13592500000000005 0.048770000000000008 0.089005000000000015 -0.13027499999999997 0.11381000000000001 0.12656000000000003 -0.067094999999999988 -0.066019999999999981 -0.10056999999999998 0.10124500000000002 -0.073404999999999984 -0.14186499999999996 -0.008819999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 15 8 13 -5 21 16 -10 14 22 18 -1 28 26 -7 -4 -20 -12 -3 23 25 -16 -9 -8 -28 -2 -26
right_child=1 5 6 7 -6 17 9 12 10 -11 20 -13 -14 -15 24 -17 -18 -19 19 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0011032949703946417 0.00093201994522939787 0.00039274075916539145 0.00096717087709578809 0.00091943813135622425 0.00043341683470123364 7.3189244622900936e-05 0.00094689987537746741 0.0007963957022643132 0.00069714675916385986 0.00076033427489592741 0.00038854587876088363 0.00059112345388096074 0.00076529028401919213 0.0011354567868935178 0.00099417569038654993 0.00061657537276112932 0.00067057047556936492 0.00030888447735669155 0.0006763637016084104 0.00091385385008222603 0.00059356519701976725 0.00024882434458643981 0.0003600102064071917 0.00047335555051069927 0.0008070992456114919 0.00052852606127798613 0.00097747906989815222 0.00086510037614930771 0.00075690928189193498 0.00098136571984665071
leaf_weight=24 47 80 918 31 74 57 247 22 39 160 84 22 31 46 36 29 23 34 22 260 28 82 27 56 132 21 61 372 36 20
leaf_count=24 47 80 918 31 74 57 247 22 39 160 84 22 31 46 36 29 23 34 22 260 28 82 27 56 132 21 61 372 36 20
internal_value=0 0.000447373 0.000894308 0.00075477 0.000650576 0.00035382 0.000922229 0.000622737 0.000409806 0.000871848 0.000506268 0.000860848 0.000564152 0.000957123 0.000888839 0.000794057 0.000897228 0.000161251 0.000950287 0.000895326 0.000439801 0.000319894 0.000514666 0.000556845 0.000861461 0.000665576 0.000904894 0.000880932 0.000856068 0.000830029
internal_weight=0 590 2531 422 186 404 2109 188 313 863 151 234 157 1246 212 112 703 91 1200 282 112 162 126 99 188 43 680 433 83 152
internal_count=3121 590 2531 422 186 404 2109 188 313 863 151 234 157 1246 212 112 703 91 1200 282 112 162 126 99 188 43 680 433 83 152
is_linear=0
shrinkage=0.00196078


Tree=6656
num_leaves=31
num_cat=0
split_feature=1 3 1 124 46 2 10 4 42 2 14 52 41 160 44 0 1 3 52 4 133 0 1455 16 160 0 160 479 159 43
split_gain=0.430585 0.0987875 0.0581235 0.0503896 0.0502407 0.0420117 0.0405838 0.0400554 0.0360329 0.0317416 0.0292275 0.0333125 0.0319062 0.0318374 0.0277029 0.0427585 0.0883568 0.0705827 0.0435543 0.0380684 0.0470115 0.0358157 0.0355162 0.0342979 0.0339635 0.03548 0.0339473 0.0363977 0.0855779 0.0275864
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 -0.076779999999999987 0.081930000000000017 0.14122000000000004 -0.062879999999999978 0.42642000000000008 -0.0060199999999999993 0.12043500000000001 0.062655000000000016 -0.16675999999999999 0.079395000000000007 -0.016279999999999996 0.081805000000000017 -0.10474999999999998 0.081670000000000006 -0.076969999999999997 0.26391000000000003 0.022185000000000003 0.11524500000000001 -0.23091999999999999 0.068185000000000009 -0.16075999999999999 -0.55323499999999981 -0.099059999999999995 -0.54784999999999984 0.086465000000000014 -0.094234999999999985 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 8 -3 10 -4 9 -1 -2 14 -12 13 -13 15 16 18 -18 -5 24 22 -19 23 -21 -17 -26 -27 -28 -29 -10
right_child=1 2 6 5 -6 -7 -8 -9 29 -11 11 12 -14 -15 -16 19 17 21 -20 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0063925591548188374 0.0063480415408675595 0.0029650321154330514 -0.003386448096439597 0.0079536451521562412 0.0081147724238689999 0.0032161366648790313 0.0015661967575000839 0.0027033128762223688 0.0041280735727115018 0.0025212939227931205 0.004696326949633658 0.0081152740889228886 0.0063694326814426024 0.013628007971088997 0.0098273234664583986 0.0031552569944843915 -0.0026655377968563699 0.00058285723847802725 0.0027362297737272456 0.00871633944057283 0.0011360179019482949 0.0056517708744610465 0.009182655621320009 0.0042708765686256811 0.01075140505896083 0.01071276278467849 0.0066431776659767782 0.0081399303501133221 -0.00068039180054752662 -0.00043254780355796575
leaf_weight=39 163 359 21 80 20 41 78 52 36 25 20 20 23 22 23 28 20 20 20 21 26 46 25 100 21 20 1687 22 22 21
leaf_count=39 163 359 21 80 20 41 78 52 36 25 20 20 23 22 23 28 20 20 20 21 26 46 25 100 21 20 1687 22 22 21
internal_value=0 0.00350435 0.0026732 0.00629521 0.00323679 0.00638862 0.000515636 0.00515973 0.00405038 0.00583917 0.00644602 0.00826524 0.00936336 0.0110029 0.00637512 0.00633833 0.00488895 0.0025387 0.00691016 0.00647503 0.00505368 0.00411574 0.00575135 0.0050424 0.00661085 0.00666545 0.00661645 0.00656912 0.00372977 0.00244784
internal_weight=0 718 478 2403 379 2307 99 240 96 188 2266 85 65 42 2181 2158 186 86 100 1972 172 66 146 121 1800 1772 1751 1731 44 57
internal_count=3121 718 478 2403 379 2307 99 240 96 188 2266 85 65 42 2181 2158 186 86 100 1972 172 66 146 121 1800 1772 1751 1731 44 57
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=31
num_cat=0
split_feature=1 12 1 51 0 9 1 15 3 151 52 4 4 15 2 15 10 2 10 150 47 16 51 133 2 41 49 0 0 10
split_gain=0.349748 0.0955727 0.0571991 0.0460223 0.0431375 0.0430769 0.0397565 0.0394519 0.0420515 0.0400322 0.0512767 0.0375992 0.0375245 0.114457 0.0358639 0.0325573 0.0318497 0.0528537 0.0812296 0.0314614 0.0339452 0.0294258 0.0279422 0.034731 0.028273 0.0273074 0.0504351 0.0299765 0.0341022 0.0272952
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 -0.40274499999999996 -0.23091999999999999 0.081890000000000004 0.16773500000000005 0.035560000000000008 -0.11171999999999999 0.015440000000000001 -0.061194999999999992 0.40124500000000002 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.13592500000000005 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 -0.07848999999999999 0.096770000000000009 0.083160000000000026 0.10532000000000001 -1.0000000180025095e-35 0.13404500000000005 0.085095000000000018 -0.14917999999999998 -0.14920999999999998 -0.14001499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 11 16 8 -4 19 -11 15 14 -14 21 25 17 18 -5 -10 29 -6 23 -19 -25 26 -3 -28 -29 -21
right_child=3 5 7 6 12 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18 22 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0097522125214986183 0.0063766528667959692 0.010858982556965203 -0.00040949952371161565 0.0014025102582361018 0.011285140682011844 0.0095953511202643664 -0.0023690348552052112 0.0067136155648363964 0.0013810346760836088 0.0042066044664742161 -0.002781594393309206 0.0020748354099591132 0.0058695932684043476 -0.0018168761950129503 0.0032932791369967166 0.0030710724350435405 -0.00033612479300548635 -0.0028894478842266835 0.008122809180624883 0.0016066869730255694 0.0079661204703152175 0.0063955087447538977 0.0037010758164493988 0.0044640048002259356 0.00080935393973272671 0.0027176167845027522 0.0084568938244566592 0.002292056936338278 0.0058065392831039018 0.0046204936553704097
leaf_weight=23 24 20 29 35 20 29 21 36 38 21 21 28 76 26 20 44 45 20 37 37 25 32 51 27 98 28 42 28 1980 160
leaf_count=23 24 20 29 35 20 29 21 36 38 21 21 28 76 26 20 44 45 20 37 37 25 32 51 27 98 28 42 28 1980 160
internal_value=0 0.00546889 0.00430758 0.00214695 0.00568211 0.00576675 0.00184302 0.00356975 0.00322782 0.0035771 0.000712505 0.00571558 0.00514411 0.0039103 0.00689201 0.00576317 0.00212561 0.00253896 0.004856 0.00403984 0.00449495 0.00827614 0.00168781 0.000979696 0.00159876 0.00581963 0.00586159 0.00581284 0.00575753 0.00405445
internal_weight=0 2763 564 358 197 2199 334 367 331 302 42 2170 174 102 72 2142 313 268 72 260 222 52 196 145 125 2098 2070 2050 2008 197
internal_count=3121 2763 564 358 197 2199 334 367 331 302 42 2170 174 102 72 2142 313 268 72 260 222 52 196 145 125 2098 2070 2050 2008 197
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 0 130 13 132 3 13 472 52 47 45 124 15 48 160 43 4 0 16 159 13 160 43 52 16 16
split_gain=0.284655 0.0728326 0.0518402 0.0418355 0.0373167 0.0367451 0.0352432 0.0431404 0.0352204 0.042657 0.0314034 0.0313964 0.0303928 0.0297243 0.0296442 0.0358611 0.0291657 0.0286367 0.0549708 0.049666 0.0304608 0.0505022 0.0363315 0.0508912 0.0615162 0.0382315 0.0363941 0.0369523 0.0362633 0.0362055
threshold=0.10293500000000001 0.31299000000000005 0.087735000000000021 -0.39518999999999993 1.0000000180025095e-35 0.22582000000000002 -0.076894999999999977 -0.013634999999999998 0.10512500000000001 0.42240500000000009 -0.066634999999999986 -0.06698999999999998 -0.057699999999999994 0.078345000000000012 0.081955000000000014 -0.076779999999999987 -0.037864999999999989 0.093265000000000015 -0.23686999999999997 -0.53814999999999991 -0.42529999999999996 0.034820000000000011 0.0073350000000000004 0.04105000000000001 -0.08645499999999999 0.050340000000000003 -0.04652499999999999 -0.43320999999999993 0.18438500000000005 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 11 10 14 -6 -8 9 -3 -5 -2 -9 -4 15 -1 -14 19 -19 -17 28 22 29 24 -24 -25 -26 -28 -21 -22
right_child=1 8 13 4 6 -7 7 12 -10 -11 -12 -13 16 -15 -16 17 -18 18 -20 20 21 -23 23 25 26 -27 27 -29 -30 -31
leaf_value=0.0030929105821996929 0.0032395145279311001 0.00077290922156809016 0.0011761547239646981 0.0060414775154640672 -0.0013730409764684736 0.00094501869309516172 0.00088870922149908438 0.006394762114788859 0.0037076708791708504 -0.0044808133252081462 0.003288845931177114 0.0080574923513555222 0.0040835120155450514 0.0043979433714816376 0.0085045886870760198 0.0095494266737390452 6.5095737742619042e-05 -0.00049060581486628509 0.0046639296177891079 0.010632174095094558 0.0052969632045079054 0.0014863137790549397 0.0091831252893566015 -0.0016128518870876481 0.0047874890749080813 0.0043070730709587222 0.0045932283950969582 -0.0014128102233544701 0.0059505729656965023 0.0074296907638199631
leaf_weight=85 21 68 140 80 20 21 64 39 27 20 86 38 73 36 26 27 24 24 150 21 1519 37 28 24 200 20 20 21 78 84
leaf_count=85 21 68 140 80 20 21 64 39 27 20 86 38 73 36 26 27 24 24 150 21 1519 37 28 24 200 20 20 21 78 84
internal_value=0 0.00285989 0.00328797 0.00386257 0.0034835 0.00510959 0.00262941 0.00302966 0.000548249 -0.000421119 0.00461542 0.00634262 0.00403716 0.00183516 0.00514658 0.00510924 0.00308926 0.00518531 0.00395296 0.00528845 0.00523238 0.00514564 0.0052163 0.00423084 0.00474655 0.00107802 0.00423109 0.00151696 0.00694364 0.00540872
internal_weight=0 736 621 445 386 2385 220 200 115 88 166 59 136 176 2364 2338 97 2253 174 2079 2052 1953 1916 313 269 44 241 41 99 1603
internal_count=3121 736 621 445 386 2385 220 200 115 88 166 59 136 176 2364 2338 97 2253 174 2079 2052 1953 1916 313 269 44 241 41 99 1603
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 14 2 2 4 0 1 0 49 50 12 4 2 4 2 1 13 0 47 475 15 42 123
split_gain=15.4033 2.02262 1.58627 1.5698 1.00222 0.88224 0.544388 0.504862 0.375598 0.36428 0.352033 0.336864 0.308148 0.292905 0.254513 0.231579 0.224305 0.205041 0.203115 0.185451 0.175724 0.161943 0.238702 0.149403 0.19187 0.14685 0.140473 0.137682 0.133215 0.129461
threshold=0.10752500000000002 0.14285500000000004 0.085055000000000006 0.051320000000000005 0.08864000000000001 0.27044500000000005 0.092550000000000007 -0.17966999999999997 0.076175000000000007 -1.0000000180025095e-35 0.10774000000000002 0.053180000000000012 1.0000000180025095e-35 0.10089500000000001 -0.23091999999999999 -0.012034999999999999 0.041865000000000006 0.13597000000000004 -0.029144999999999997 0.11389000000000002 -0.51253999999999988 0.088930000000000023 0.081315000000000012 -0.068269999999999983 -0.23001499999999997 0.089640000000000011 -0.088274999999999978 -0.081924999999999984 -0.019989999999999997 0.09338500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 14 15 8 -6 20 -2 -11 17 13 23 -1 -4 27 -8 -12 -16 -5 26 -23 -9 -25 -17 -22 -3 -20 -30
right_child=1 16 5 6 7 -7 11 12 -10 10 18 -13 -14 -15 19 25 -18 -19 28 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00098609103926815549 0.00032313418451269753 0.00022779285099325648 0.00056713183437857558 0.0010161953135615302 0.00083306059853929576 0.00043185490335847468 0.00080512565179686839 0.00054612547305284761 0.0010166510137658243 0.00066348045055885849 0.00060092366968884188 0.00068564742403287517 0.00033928491088216491 0.0004985819191373642 0.00079033449257570143 0.00090996966962947042 0.0003802200397202635 0.00063625520814343669 0.00026109106692613339 0.00059383404358567533 0.00071634724444034046 0.00081383629366929295 0.00062163608891317268 0.00059845127248671197 0.00080757655586334652 0.0007451231758653134 0.00085267179342437952 5.7437169739179119e-05 0.00045846489904687238 0.00028731720083776643
leaf_weight=23 93 76 20 21 31 44 591 30 47 31 25 125 21 75 153 31 30 29 20 21 30 311 27 31 37 63 928 24 113 20
leaf_count=23 93 76 20 21 31 44 591 30 47 31 25 125 21 75 153 31 30 29 20 21 30 311 27 31 37 63 928 24 113 20
internal_value=0 0.000447476 0.000508507 0.000799288 0.000690122 0.000667697 0.000821132 0.000600709 0.000844413 0.000425222 0.000470649 0.000778505 0.000563581 0.000590808 0.000792243 0.000758723 0.000231518 0.000797227 0.000437066 0.000766619 0.000838267 0.000835384 0.000798483 0.000661389 0.00071224 0.000799487 0.000848403 0.000186907 0.000410292 0.000432728
internal_weight=0 590 460 2531 422 158 2109 225 1364 302 209 745 194 173 197 114 130 620 178 174 1317 1296 338 98 68 94 958 100 153 133
internal_count=3121 590 460 2531 422 158 2109 225 1364 302 209 745 194 173 197 114 130 620 178 174 1317 1296 338 98 68 94 958 100 153 133
is_linear=0
shrinkage=0.00196078


Tree=6660
num_leaves=31
num_cat=0
split_feature=1 1 147 15 151 4 3 2 2 48 47 14 16 4 14 0 49 159 3 0 16 12 11 160 13 13 130 151 13 3
split_gain=0.291114 0.0710004 0.0638616 0.0556936 0.0406987 0.0381838 0.0360431 0.0369215 0.03346 0.0326946 0.0322278 0.0332915 0.0429009 0.0332139 0.0518851 0.0315603 0.0338708 0.0336369 0.029353 0.0290337 0.0266866 0.0263911 0.0391609 0.0585723 0.0497883 0.0367992 0.0289623 0.0288116 0.0571952 0.0398862
threshold=0.10293500000000001 0.13210500000000003 0.10100500000000003 -0.083359999999999976 0.059255000000000009 0.40124500000000002 0.10732000000000001 0.15109000000000003 0.12198500000000001 0.12118000000000002 0.080455000000000013 -0.47013499999999991 -0.42170999999999997 -0.00027999999999999998 -0.42495999999999995 0.024095000000000002 -0.076864999999999975 0.11109000000000001 0.11658 -0.019414999999999998 -0.18708499999999997 0.11734000000000001 1.0000000180025095e-35 -0.085764999999999994 0.090705000000000008 -0.117405 0.092560000000000017 1.0000000180025095e-35 -0.0065549999999999992 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 8 6 7 21 18 10 11 -2 -13 -14 -15 16 -3 -18 -5 -8 -12 22 25 -24 -25 -1 -23 -27 29 -29
right_child=1 15 -4 4 -6 -7 19 -9 -10 -11 20 12 13 14 -16 -17 17 -19 -20 -21 -22 26 23 24 -26 27 -28 28 -30 -31
leaf_value=0.0020609309321598097 0.0062013728100629084 -0.0019277780083939433 -0.0016481938052245162 0.0053380720248099875 0.008918219343151736 0.0010895358208058909 -1.6839913618953334e-05 0.0010501010715961458 0.00088794115100703809 -0.00050775149009293983 0.0035396569673227327 0.004511021378196099 0.0024707314975910104 0.0018556731015754242 -0.0050407990382518621 -0.0014129453436908081 0.0029057928669462161 -0.0014486218616366388 0.0014673990800722757 0.0051927860927389706 0.0082249421952292328 0.0016599280443281321 0.0027992179268039766 0.0097048612277738852 0.0044170638701568048 0.0054591935259635837 0.0060201056376099592 0.0033950819494088604 -0.00092732690363412815 0.0083387752529233694
leaf_weight=34 21 20 22 179 23 22 23 20 23 27 31 44 51 24 20 32 157 20 22 20 20 39 24 69 24 1989 25 51 21 24
leaf_count=34 21 20 22 179 23 22 23 20 23 27 31 44 51 24 20 32 157 20 22 20 20 39 24 69 24 1989 25 51 21 24
internal_value=0 0.00296129 0.00362138 0.00386041 0.00491231 0.00523636 0.00527497 0.00532814 0.00450098 0.00276874 0.00318801 0.00249026 0.00192959 0.000733973 -0.00127909 0.00149986 0.001973 0.00241377 0.00491442 0.00240624 0.00537702 0.00536534 0.00542265 0.00720364 0.00834027 0.00532431 0.00336312 0.00537753 0.00368548 0.00497706
internal_weight=0 736 507 485 247 2385 2363 2320 224 238 211 160 139 95 44 229 197 177 201 43 51 2300 2236 117 93 2119 64 2085 96 75
internal_count=3121 736 507 485 247 2385 2363 2320 224 238 211 160 139 95 44 229 197 177 201 43 51 2300 2236 117 93 2119 64 2085 96 75
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=31
num_cat=0
split_feature=1 4 2 15 96 0 15 1 50 132 3 149 50 51 0 2 151 1 0 484 0 401 4 474 475 51 16 50 15 50
split_gain=0.23641 0.0745784 0.0698737 0.0541176 0.0465999 0.0401986 0.047358 0.0947322 0.0355809 0.0521321 0.0353319 0.035149 0.0342845 0.0332553 0.0307564 0.0369981 0.0355622 0.0354946 0.0325235 0.0387848 0.0364555 0.0312209 0.0493565 0.0359776 0.048068 0.0368152 0.0311899 0.0293858 0.0417035 0.0421771
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 -0.079929999999999987 0.087655000000000025 -0.10474999999999998 -0.41942499999999994 0.13968000000000003 0.088895000000000016 -0.013219999999999997 -0.020429999999999997 0.07770500000000001 0.081075000000000022 -0.41109999999999997 -0.074479999999999977 0.10803500000000001 1.0000000180025095e-35 0.085760000000000017 -0.14226499999999997 0.08660000000000001 -0.13027499999999997 0.080710000000000018 -0.55119499999999988 0.087530000000000011 -0.084049999999999986 -0.036694999999999992 -0.018494999999999998 0.10883000000000001 -0.0040799999999999994 0.11375500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 12 4 5 8 -4 -7 -8 9 -3 -10 13 -2 -11 15 16 18 -18 19 26 -20 22 -16 24 -24 -25 -1 -22 29 -29
right_child=1 2 3 -5 -6 6 7 -9 10 11 -12 -13 -14 -15 21 -17 17 -19 20 -21 27 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0062966146410907489 0.0059691531704239818 -0.0018209026883477749 0.0046344627994262888 -0.0031554661601060825 -0.0011808343897707976 0.0028069829557918844 0.0022093511557344488 -0.006745902775964212 0.0063337103182372336 0.0057803931840074568 0.001648773353504525 0.0069573300075717274 0.0017520870249427391 0.0026125748579411147 0.0087248115606295574 0.0020774950235432315 0.0043684780398117644 -0.00022801521699875594 0.0010532034034638302 0.0025241025612645208 0.0052125852548224058 0.0013274366314841534 -0.0010251649701967837 0.0091941383846390716 0.0040090918739209567 0.0035646839223946224 0.0098708239874213191 0.0015727792735560798 -0.00042762840610174906 0.0056944311446932259
leaf_weight=103 98 23 31 31 26 45 27 21 60 36 22 22 24 417 24 43 56 24 23 21 1303 38 20 26 367 21 32 36 21 80
leaf_count=103 98 23 31 31 26 45 27 21 60 36 22 22 24 417 24 43 56 24 23 21 1303 38 20 26 367 21 32 36 21 80
internal_value=0 0.00284427 0.0024763 0.000581624 0.00296091 0.0015159 0.000476374 -0.00170857 0.00314658 0.00282875 0.00507678 0.00305389 0.00513957 0.00286432 0.00477655 0.00497436 0.00504768 0.00298953 0.00514938 0.00652195 0.00500302 0.00408181 0.00431034 0.00406622 0.00374892 0.00667885 0.00714383 0.00506611 0.00367295 0.0044153
internal_weight=0 883 761 155 606 124 93 48 580 498 82 475 122 453 2238 1742 1699 80 1619 156 1463 496 458 434 387 47 135 1440 137 116
internal_count=3121 883 761 155 606 124 93 48 580 498 82 475 122 453 2238 1742 1699 80 1619 156 1463 496 458 434 387 47 135 1440 137 116
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 4 1 2 1 150 2 2 1 11 1447 47 51 156 16 51 4 16 49 3 42
split_gain=33.2439 5.4965 3.32068 2.80502 1.91928 1.87404 1.27439 1.00671 0.916835 0.871511 0.766255 0.642907 0.712852 0.632603 0.493152 0.347297 0.338914 0.280964 0.206517 0.195878 0.193917 0.173779 0.18358 0.29947 0.330329 0.169454 0.164931 0.157455 0.1542 0.131666
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.089770000000000016 0.090425000000000019 0.15799000000000005 1.0000000180025095e-35 -0.0091949999999999983 0.088850000000000012 0.13210500000000003 1.0000000180025095e-35 -0.082869999999999985 0.090100000000000013 0.11144500000000002 0.087380000000000013 -0.0073349999999999986 -0.097539999999999974 -0.0070899999999999991 0.083160000000000026 -0.053364999999999996 -0.0087149999999999988 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 11 14 13 -5 25 16 15 17 18 -13 21 28 -7 -18 -3 22 26 -24 -25 -6 -1 -11 -4 -19
right_child=1 2 8 9 10 7 -8 -9 -10 27 -12 12 -14 -15 -16 -17 19 29 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011252155709335586 0.0010699971773715942 0.0005024446947640654 0.00058337411272161882 0.00095599076390329586 0.0011108296397242113 0.00097825325107032761 0.0013361941357945756 0.00064795530242438043 0.00062272146356029997 0.00067051566058061766 0.00058926518251693327 0.00079141042726424036 0.00066405848837366294 4.749470280812067e-05 0.00073407564628747552 0.0010424808102731018 0.0011897071380979384 0.00033568332632745673 0.0011139572561144973 0.0010435628400559634 0.00066521977801019781 0.00095127752062931564 0.0011308676504818847 0.0010858891708818497 0.00076688531317498554 0.00090094066075250211 0.0012688426757413967 0.00046951190226580985 0.00036400917693137785 0.00021758808982964703
leaf_weight=780 71 191 22 37 21 359 76 39 37 31 30 23 23 35 30 268 38 97 49 489 33 24 71 26 24 50 32 29 28 58
leaf_count=780 71 191 22 37 21 359 76 39 37 31 30 23 23 35 30 268 38 97 49 489 33 24 71 26 24 50 32 29 28 58
internal_value=0 0.000554015 0.00049316 0.00104608 0.000627605 0.00105956 0.00108749 0.000949831 0.000335418 0.000719314 0.000852004 0.00107698 0.000996371 0.000291126 0.00097671 0.00102264 0.00109403 0.000332721 0.000994551 0.0010541 0.000526425 0.00111602 0.00112026 0.00104901 0.000932767 0.00096302 0.00113088 0.000573364 0.00046053 0.000291493
internal_weight=0 673 602 2448 325 2351 1874 477 277 97 101 1798 314 240 438 291 1484 205 408 527 224 957 933 121 50 71 812 60 50 155
internal_count=3121 673 602 2448 325 2351 1874 477 277 97 101 1798 314 240 438 291 1484 205 408 527 224 957 933 121 50 71 812 60 50 155
is_linear=0
shrinkage=0.00196078


Tree=6663
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 4 150 2 49 0 457 159 2 2 150 0 475 0 1 4 15 0 47 15 52
split_gain=16.9209 2.82549 1.47261 1.38369 0.967751 0.888634 0.568561 0.567594 0.45337 0.419705 0.359855 0.360026 0.336731 0.299584 0.281396 0.251162 0.208221 0.208138 0.198082 0.187177 0.184058 0.178898 0.156144 0.154544 0.141097 0.122956 0.122816 0.108718 0.101938 0.101776
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.00063500000000000004 0.09487000000000001 0.14753000000000002 -0.054984999999999992 -0.11173999999999999 0.080930000000000016 0.082585000000000006 -0.0050599999999999994 0.116525 1.0000000180025095e-35 -0.085669999999999982 -0.07675499999999999 -0.13843999999999998 0.13075500000000004 -0.52556499999999995 -0.41942499999999994 -0.14723999999999998 0.090280000000000013 -0.03241999999999999 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 16 7 12 10 -4 15 14 26 17 -2 28 21 19 -6 -19 22 -16 -7 -3 -5 -22 -14 -12 -15 -1 -23
right_child=1 4 8 23 6 9 -8 -9 -10 -11 11 -13 25 27 20 -17 -18 18 -20 -21 24 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075834764152013956 0.00052886395830302186 0.00050355645385671041 0.00073660878462431206 0.00047052720533470848 0.00021025381114062232 0.00086130750777135248 0.00050633285929032842 0.00098587407416234453 0.00045565653140455196 0.00053018704684176831 0.00089810603546880484 0.00053208871550463038 0.00023924408137556349 0.00083424515009651796 0.00086064780240924731 0.00054744510710531586 0.00034276912127255286 0.00050877955189778236 0.00030411937222603005 0.0004260758503805045 0.00095389567818776719 0.00070872572235256318 0.00069780213474598051 0.00028435519388176841 0.00081017975453792016 8.4189718545502954e-05 0.000755497945715464 0.00071659582474875073 0.00057998947590031725 0.00077484587716496439
leaf_weight=28 23 41 34 60 64 52 37 76 63 39 26 27 32 58 487 24 38 24 75 57 27 200 26 24 964 51 217 63 22 162
leaf_count=28 23 41 34 60 64 52 37 76 63 39 26 27 32 58 487 24 38 24 75 57 27 200 26 24 964 51 217 63 22 162
internal_value=0 0.000439839 0.000790894 0.000617332 0.000348899 0.000800663 0.000279716 0.000819895 0.000554135 0.000725103 0.00081288 0.00074689 0.000245632 0.000733997 0.00082454 0.000742459 0.000469754 0.000297398 0.000353734 0.000508669 0.000829434 0.000753764 0.000578935 0.000417335 0.000814095 0.00014397 0.000770756 0.00077299 0.00067987 0.000738315
internal_weight=0 673 2448 228 445 2351 283 1874 97 477 1798 270 246 144 1528 438 162 163 99 124 1478 414 67 84 991 83 243 121 50 362
internal_count=3121 673 2448 228 445 2351 283 1874 97 477 1798 270 246 144 1528 438 162 163 99 124 1478 414 67 84 991 83 243 121 50 362
is_linear=0
shrinkage=0.00196078


Tree=6664
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 1 2 2 2 4 2 49 4 3 2 475 9 1 4 1 1 1 49 2 4 1 11 133
split_gain=19.9946 2.48674 2.12404 1.41799 1.3786 1.0411 0.644828 0.541759 0.524316 0.544856 0.522156 0.581338 0.347354 0.331775 0.309506 0.356757 0.303585 0.257045 0.237462 0.232099 0.22105 0.215757 0.201104 0.174464 0.169673 0.163044 0.153267 0.148029 0.142948 0.128543
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076975000000000002 0.092845000000000025 -1.0000000180025095e-35 0.10803500000000001 0.14960000000000004 0.36766000000000004 -1.0000000180025095e-35 -0.012034999999999999 -0.082249999999999976 0.090900000000000009 0.31358000000000003 -0.06562999999999998 0.085555000000000006 0.12958500000000003 -0.04890499999999999 0.12408500000000001 0.104035 0.13075500000000004 -0.054319999999999993 0.089885000000000007 0.42642000000000008 0.12000500000000001 0.075910000000000019 0.032270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 13 8 12 -4 27 19 11 17 18 -2 -14 25 -7 -5 -1 -10 -11 26 -19 -6 -9 -16 -22 -3 -8 -27
right_child=1 5 7 10 23 16 28 24 9 20 -12 -13 14 -15 15 -17 -18 22 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00056220553632752566 0.000554119405238524 0.00043426949068222167 0.00078751601394271811 0.00091895048656505764 0.0005040772040100658 0.00026322116739066709 0.00094453778565692175 0.00059081832145374796 0.00081995181978386359 0.00062607720859494866 0.00050626674148662862 0.00054110596006248085 0.00093401453835894026 0.00083276458586370038 0.00089709716758241118 0.00069652277502373387 1.895004384944685e-05 0.00080169721963611786 0.00083456279951896444 0.00052809868738347399 0.00040897397296036508 0.00030266064468388809 0.00060817071580313107 0.00030069715838751518 0.00040303767107478452 0.00080906867171974116 0.00057387589338570738 0.00025444608859593893 0.0011301833523794176 0.0008809439662488275
leaf_weight=20 20 24 37 71 50 71 23 37 22 20 26 33 497 92 881 41 27 335 32 20 72 51 22 24 37 173 31 66 52 214
leaf_count=20 20 24 37 71 50 71 23 37 22 20 26 33 497 92 881 41 27 335 32 20 72 51 22 24 37 173 31 66 52 214
internal_value=0 0.000458183 0.000859014 0.000871179 0.000645792 0.000371809 0.000895003 0.000593791 0.000428138 0.00048053 0.000776619 0.000791866 0.000887807 0.000783007 0.000892357 0.00087654 0.000195922 0.0008112 0.00072981 0.000680974 0.000432147 0.000406961 0.000789771 0.000438116 0.000496928 0.000882361 0.000458605 0.000302399 0.00107325 0.000848814
internal_weight=0 590 2531 2420 186 404 1933 111 306 216 487 461 1858 112 1806 1309 98 428 52 42 174 154 357 74 74 1268 103 90 75 387
internal_count=3121 590 2531 2420 186 404 1933 111 306 216 487 461 1858 112 1806 1309 98 428 52 42 174 154 357 74 74 1268 103 90 75 387
is_linear=0
shrinkage=0.00196078


Tree=6665
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 4 13 4 1 401 133 159 4 3 3 15 12 159 1 150 403 47 16 52 16 1428 15 474 475 3
split_gain=0.433659 0.0984777 0.0586207 0.0488097 0.0460044 0.0391077 0.041105 0.0379323 0.0363974 0.0307233 0.0394208 0.0512788 0.0489016 0.0305605 0.0813666 0.0533343 0.0456579 0.0337542 0.0426184 0.0351085 0.0308825 0.0305306 0.0340238 0.0547749 0.0428581 0.0304688 0.0297262 0.0294205 0.0507267 0.0908407
threshold=0.10293500000000001 -0.049509999999999992 0.31358000000000003 0.40124500000000002 0.092120000000000021 -0.17966999999999997 -0.011289999999999998 0.42642000000000008 0.12337000000000002 0.085605000000000014 0.09389500000000002 0.09599000000000002 0.08184000000000001 -0.14186499999999996 -0.10831999999999999 0.040760000000000005 0.089410000000000003 0.082585000000000006 0.084785000000000013 0.083340000000000011 -0.53255499999999989 0.10621500000000002 -0.36241499999999999 -1.0000000180025095e-35 -0.53943499999999989 0.094820000000000015 -0.11033999999999998 -0.10160499999999999 -0.088274999999999978 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 4 27 6 -3 25 21 10 11 12 -10 15 -15 16 -6 18 19 20 -16 22 24 -24 -7 -2 -22 -1 29 -29
right_child=1 2 -4 -5 13 8 -8 -9 9 -11 -12 -13 -14 14 17 -17 -18 -19 -20 -21 26 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010465735088412961 0.0053062880553721541 0.0024683403014205399 -0.0021906478667085101 0.0017027695152633403 0.0037942156357916468 0.0018878852638105554 0.0086067125201225291 0.0028372740054149752 -0.0027228053053841 -0.0020449133403599262 -0.0014753563472857843 0.0063546113159147002 0.0027438467078738744 0.00022790732069147957 0.0019052910235976533 0.012158970814198256 0.0097589121543846663 0.0074475252917316674 0.0030880839488872883 0.0099314837995916616 0.0091803112216293815 0.0066502402885816993 0.0032927090884186331 -0.0017525282929892892 0.0078197692039197898 0.0090210732240229852 0.0056379745969604459 -0.0015829117223620415 0.0067905686823149253 0.0079481258429586893
leaf_weight=21 189 20 23 22 33 21 24 57 20 20 26 31 90 27 21 20 21 108 64 20 25 28 106 27 29 25 452 20 1511 20
leaf_count=21 189 20 23 22 33 21 24 57 20 20 26 31 90 27 21 20 21 108 64 20 25 28 106 27 29 25 452 20 1511 20
internal_value=0 0.00361446 0.0027314 0.00639122 0.00643487 0.00298753 0.00581654 0.00512967 0.00267477 0.00165896 0.00210254 0.00276229 0.00174991 0.00581285 0.00561316 0.00774764 0.00611382 0.00582389 0.0055226 0.00582338 0.0056584 0.00357505 0.00310452 0.00226849 0.00532838 0.00574026 0.00582363 0.00674786 0.00669752 0.00318261
internal_weight=0 736 465 2385 2363 442 44 271 398 187 167 141 110 791 717 74 54 690 582 518 498 211 183 133 50 214 477 1572 1551 40
internal_count=3121 736 465 2385 2363 442 44 271 398 187 167 141 110 791 717 74 54 690 582 518 498 211 183 133 50 214 477 1572 1551 40
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=31
num_cat=0
split_feature=1 3 0 2 2 133 133 52 13 156 2 1212 4 12 2 15 15 14 16 40 2 12 3 0 43 3 16 51 15 16
split_gain=0.351264 0.0805131 0.0577463 0.0399609 0.0399063 0.047572 0.0703463 0.0673691 0.066073 0.0403959 0.0365658 0.0377901 0.0349999 0.0390096 0.0507157 0.0579147 0.0522751 0.0426799 0.0375331 0.0568492 0.0421191 0.0427508 0.0529836 0.0409947 0.0393704 0.0335483 0.0332559 0.0414719 0.0627191 0.0521278
threshold=0.10293500000000001 -0.065229999999999996 0.089620000000000019 -0.13033999999999998 0.090175000000000019 0.017095000000000003 0.088035000000000016 -0.099454999999999974 -0.16152999999999998 0.11386000000000002 0.12358500000000001 0.091220000000000009 -0.17966999999999997 -0.10022999999999999 0.13712500000000002 0.013270000000000002 -0.079929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.047054999999999993 -1.0000000180025095e-35 -0.085119999999999987 0.13524500000000003 -0.26343999999999995 -0.078844999999999985 -0.0037349999999999996 -0.097644999999999996 0.0038750000000000004 0.040760000000000005 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 -1 26 8 7 -7 -6 10 11 -10 -3 17 15 18 -16 -14 20 -20 24 -22 23 -23 -15 -25 -5 -28 29 -29
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12 -13 13 14 16 -17 -18 -19 19 -21 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.001509867041287097 0.0047246498433988066 0.005937403858843027 -0.0024970614520663566 0.0075515505499808358 -0.00061379817020876899 0.01290344936400652 0.0053824478631948319 0.0068672059192387783 0.0045827033304959739 0.0085587825925488564 0.0012095081748376632 0.0078885881626966272 0.0083461654367221697 0.0027727378763180849 0.0014056014700169752 0.0073928643986582764 -0.0041464812990108678 0.0029517334235027773 0.0037237006566694778 -0.0028843836016797775 0.00074489323905093925 0.0031781221404671672 0.0018869199597975239 0.0056233985854002334 -0.0029551451901352267 0.011029659321700986 0.0061353105159130117 0.0041339683394679538 0.0066434270746540281 -0.0021681299499635184
leaf_weight=22 247 32 22 147 23 25 349 71 384 28 29 38 22 30 74 25 22 44 23 30 34 25 40 24 20 22 1163 35 50 21
leaf_count=22 247 32 22 147 23 25 349 71 384 28 29 38 22 30 74 25 22 44 23 30 34 25 40 24 20 22 1163 35 50 21
internal_value=0 0.00325301 0.00250967 0.0057521 0.00579159 0.00528908 0.00604187 0.00843914 0.00462177 0.00487317 0.00464435 0.00488039 0.00274554 0.00251073 0.00211023 0.00280544 0.000133249 0.00474988 0.002343 -1.67244e-05 0.00298436 0.00384738 0.00479769 0.00643757 0.000481585 0.008209 0.00612766 0.00596272 0.00406915 0.00177068
internal_weight=0 736 489 2385 2363 947 445 96 502 479 451 422 467 435 369 273 96 66 248 53 195 145 111 71 50 46 1416 1269 106 56
internal_count=3121 736 489 2385 2363 947 445 96 502 479 451 422 467 435 369 273 96 66 248 53 195 145 111 71 50 46 1416 1269 106 56
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=31
num_cat=0
split_feature=1 3 4 148 124 133 48 0 43 2 2 0 0 15 2 1 42 3 376 16 0 12 14 1 0 157 16 49 0 52
split_gain=0.285142 0.0704873 0.0513719 0.0660802 0.0374847 0.0374485 0.0396552 0.0608378 0.0362536 0.0356644 0.0342407 0.0336041 0.0475652 0.0413917 0.0327773 0.0364304 0.0323127 0.0281898 0.0356458 0.0274943 0.0274679 0.026476 0.0326108 0.036509 0.027217 0.0620533 0.107358 0.0591542 0.0384359 0.0460361
threshold=0.10337500000000001 0.31299000000000005 0.26790000000000008 -0.065034999999999996 -0.076779999999999987 0.085635000000000003 0.10990500000000002 -0.13843999999999998 -0.04890499999999999 0.11728500000000001 0.15109000000000003 -0.10474999999999998 -0.13843999999999998 -0.40580499999999992 0.11474000000000002 0.13534000000000004 -0.0060199999999999993 -0.010424999999999999 0.048375000000000008 -0.50690499999999983 -0.069954999999999976 0.11734000000000001 0.062655000000000016 0.082005000000000008 -0.098289999999999975 -0.067349999999999979 -0.018494999999999998 -0.0087849999999999977 -0.15350499999999997 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 16 6 7 -5 17 -9 21 12 -3 -13 20 19 -1 -4 -19 -16 -10 22 24 -24 25 -6 27 -27 -29 -30
right_child=1 11 8 5 10 -7 -8 9 14 -11 -12 13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0054507868221172926 -0.0013137968345766976 0.00028810685544158334 0.0022351903542268859 0.00068247008436758607 -0.00064927336314450146 0.0023463109748042897 0.0080454855701473944 0.0057116215017067916 0.0070621177984514479 0.0013391368768116947 0.0012299936530845506 0.0018083586357533932 0.0059942021212052738 -0.0042138484469614922 0.00097699818875769087 -0.0016355109354481102 0.0017152573406827032 -0.0036361966641076529 0.001872943530527308 0.0051406862706478151 0.0025603180062835633 0.0033716515880743308 0.0057309643628496608 0.010159315583135549 0.0054043012563296279 0.0018465684618179997 0.01144336951190119 0.00906917947627928 0.0055704746254891888 0.0004783815471455455
leaf_weight=39 21 48 69 35 23 66 37 167 33 21 21 21 21 25 29 20 57 24 23 35 23 70 52 29 1878 75 22 23 92 22
leaf_count=39 21 48 69 35 23 66 37 167 33 21 21 21 21 25 29 20 57 24 23 35 23 70 52 29 1878 75 22 23 92 22
internal_value=0 0.00289785 0.00333055 0.00412334 0.00516896 0.00447358 0.00501358 0.00451053 0.00225594 0.00522321 0.00524953 0.000629015 0.00202474 -0.00146458 0.00333917 0.00208984 0.00323282 0.000948596 -0.000940234 0.00325402 0.00521316 0.00528646 0.00534694 0.00731642 0.00527222 0.00430705 0.00479421 0.00410421 0.00534014 0.00458779
internal_weight=0 718 603 347 2403 326 260 223 256 188 2307 115 69 46 140 84 96 116 47 64 56 2286 2216 81 2135 257 234 212 137 114
internal_count=3121 718 603 347 2403 326 260 223 256 188 2307 115 69 46 140 84 96 116 47 64 56 2286 2216 81 2135 257 234 212 137 114
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=31
num_cat=0
split_feature=4 3 9 44 48 160 52 159 4 4 159 13 15 130 400 52 157 51 151 4 130 52 15 4 1212 0 43 42 403 1210
split_gain=0.237168 0.0862642 0.0698789 0.0520491 0.050092 0.0431058 0.0428602 0.0566607 0.0379613 0.0524498 0.0447358 0.0385536 0.0491155 0.047514 0.0644507 0.0520592 0.0559244 0.0448034 0.0416092 0.0380595 0.0351715 0.0338974 0.0946674 0.138727 0.0343964 0.0343651 0.0528941 0.0777307 0.0390854 0.0667298
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.14871000000000004 0.079055000000000014 0.039215000000000007 0.10620500000000001 -0.078439999999999996 -0.078809999999999977 -0.085489999999999997 -0.066634999999999986 -0.11713499999999999 0.012250000000000002 -0.081639999999999976 0.51358000000000004 -0.078969999999999985 0.11704500000000002 1.0000000180025095e-35 -0.077679999999999985 0.088525000000000006 0.10611000000000001 0.040760000000000005 -0.082769999999999982 0.11534000000000001 -0.086074999999999985 0.0034250000000000005 0.088465000000000002 -0.53960999999999981 -0.078184999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 -1 -2 -8 9 10 -4 19 -13 14 -14 16 -16 18 -18 -10 -15 24 -23 -24 25 26 27 -12 -27 -30
right_child=6 -3 3 -5 -6 -7 7 -9 11 -11 21 12 13 20 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0018237095653872799 0.0012138027676417056 0.0011199236895302184 0.0083105918066576131 0.0083471235753294383 -0.00036618026904761797 0.0043014838169619912 0.0049749937091211355 -1.2864013842772693e-05 0.0010260492419967284 0.0096832541450858137 0.0062616983233123973 0.006214850695227812 -0.0024380508743758714 0.0082866908588375039 -0.00012224889181267757 -0.0017457235744222999 0.0038139110582238213 0.0076324882844848374 -0.00088724288274534048 0.0049081558126007705 0.0043176149952608893 -0.002838902429322757 0.010484005665406585 0.00014616889120252043 0.0012678698211422434 0.0077920974981857518 0.0027928031508482119 0.012805045470927976 0.0015019068387881552 0.00498638525041766
leaf_weight=27 279 73 40 38 20 20 79 32 26 25 134 76 21 26 39 20 321 29 20 880 158 21 25 27 23 41 34 21 62 484
leaf_count=27 279 73 40 38 20 20 79 32 26 25 134 76 21 26 39 20 321 29 20 880 158 21 25 27 23 41 34 21 62 484
internal_value=0 0.00451126 0.0046044 0.00467319 0.00461893 0.000782756 0.00187504 0.00353705 0.00465798 0.00516439 0.00504051 0.00436436 0.0038126 0.00352464 0.00297107 0.00323585 0.00347945 0.00385909 0.00353818 0.00479675 0.00487846 0.00489051 0.0028278 0.00511628 0.00507897 0.00519192 0.0063647 0.00714822 0.00481432 0.00459071
internal_weight=0 2731 2658 2611 2573 47 390 111 2553 937 912 1616 710 634 450 429 409 370 341 906 184 872 73 52 799 776 189 155 587 546
internal_count=3121 2731 2658 2611 2573 47 390 111 2553 937 912 1616 710 634 450 429 409 370 341 906 184 872 73 52 799 776 189 155 587 546
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 1 4 14 0 15 3 4 1 4 1 40 52 2 49 42 0 1 3 12 3 0
split_gain=17.3459 3.11469 1.75904 1.55562 1.20703 0.977599 0.681586 0.674109 0.552792 0.525407 0.449585 0.376532 0.309894 0.475937 0.291099 0.21305 0.402326 0.204871 0.200538 0.19165 0.172153 0.170999 0.231612 0.168503 0.161984 0.146354 0.200612 0.126737 0.116965 0.11292
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14960000000000004 0.17760500000000004 0.40945500000000007 0.092845000000000025 0.40473500000000007 0.062655000000000016 -0.10474999999999998 -0.12255999999999999 0.30112000000000005 -0.013125 0.093100000000000002 0.0082450000000000006 0.075045000000000014 -1.0000000180025095e-35 -0.024714999999999997 0.11144000000000001 -0.007794999999999999 0.089625000000000024 -0.038659999999999993 0.083345000000000016 0.076840000000000006 0.095780000000000018 -0.010424999999999999 -0.075684999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 11 15 8 14 -5 -6 12 13 -1 19 18 27 23 24 -4 -3 -22 -23 -14 -7 -15 -27 -17 -10 -21
right_child=1 2 7 9 10 6 -8 -9 28 -11 -12 -13 17 25 -16 16 -18 -19 -20 29 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00098706617377855316 0.00084618710911802948 0.00038348937293172385 0.00040184855966816121 0.00076039217779670491 0.000777401892783216 0.00081418002849091694 0.00046433011657413695 9.5613729550620146e-05 0.00035911631607721609 0.00046135541643738614 0.00050219798142968081 0.0010115739799314931 0.00088023097883327883 0.00079669662564079845 0.00027572207066517673 0.00080724224535774921 0.00053469137282542939 0.00074763190397778814 0.0008932510206117074 0.00051225325080499142 0.00057911035389292482 0.00025646941271983612 0.00050045315451571662 0.00082660235203443726 0.0006953196809745476 0.00047255999673450109 0.00071517371248657619 0.00072787326733992198 0.00023683021435181545 0.00071326847322643761
leaf_weight=27 76 108 26 37 74 240 26 47 44 58 33 62 1047 32 22 176 30 56 102 21 50 21 52 287 54 20 38 138 95 22
leaf_count=27 76 108 26 37 74 240 26 47 44 58 33 62 1047 32 22 176 30 56 102 21 50 21 52 287 54 20 38 138 95 22
internal_value=0 0.000471707 0.000425429 0.00082378 0.000520361 0.000833786 0.000776366 0.000309592 0.000353318 0.000577822 0.000692526 0.000861819 0.000855658 0.000758743 0.000472123 0.00078733 0.000751633 0.000863816 0.000818339 0.000534743 0.000440614 0.000490772 0.000430266 0.000868693 0.000792349 0.000690245 0.000631514 0.00077236 0.000275539 0.000615098
internal_weight=0 691 615 2430 338 2335 766 277 230 95 107 1569 1507 117 91 740 344 1390 396 69 231 123 73 1334 294 90 58 314 139 43
internal_count=3121 691 615 2430 338 2335 766 277 230 95 107 1569 1507 117 91 740 344 1390 396 69 231 123 73 1334 294 90 58 314 139 43
is_linear=0
shrinkage=0.00196078


Tree=6670
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 12 47 4 0 4 0 2 14 2 12 48 0 49 2 1 51 16 2 15 3 1429 3 11 42
split_gain=15.7736 2.00748 1.77833 1.07196 1.0047 0.671844 0.624319 0.527995 0.48108 0.362406 0.320876 0.295197 0.278774 0.276868 0.276367 0.239763 0.236181 0.193691 0.182277 0.165949 0.158344 0.146844 0.146617 0.145069 0.142643 0.127416 0.113229 0.103192 0.100866 0.100254
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.11690500000000002 0.090285000000000018 0.13082500000000002 -0.17966999999999997 -0.23194499999999998 -0.00099499999999999979 1.0000000180025095e-35 0.10444500000000002 0.076175000000000007 0.31358000000000003 0.12757000000000002 0.085130000000000025 -0.11242999999999999 -0.012034999999999999 0.11389000000000002 0.13265500000000002 -0.096089999999999981 -0.073404999999999984 0.10803500000000001 -0.095244999999999982 0.0051600000000000005 -0.015219999999999999 -0.13927999999999999 0.080705000000000013 0.086730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 23 13 14 -6 -1 15 12 16 17 20 22 -10 24 -2 21 -7 -11 -8 -3 -4 -18 -20 -12 -24 -19
right_child=1 5 6 -5 8 7 10 -9 11 19 27 -13 -14 -15 -16 -17 25 29 26 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010085808667694609 0.00054922039346659893 0.00057831872153158792 0.00082266424508655779 0.00041475140533255039 0.00080643110095059698 0.00035808298189988385 0.00083778621839914911 0.00051780807480677983 0.00072584245837322575 0.00087980630315632178 0.00057663991239250583 0.00032384317495662762 0.0004606130504135715 0.00098867715738923346 7.5404833739575668e-05 0.00062446687264505784 0.00046998227993127827 0.00085213132787257675 0.00088224038133879448 0.00057805756073928572 0.00024901621034091668 0.0007322462228386556 0.00076626554681235497 0.00042981105305538045 0.00059386600247200792 0.00064817050697800027 0.00071834596529812876 0.00072342930197120058 0.00085237028370023114 0.00081154558287660744
leaf_weight=22 20 36 20 74 31 81 257 37 51 33 20 21 59 46 26 31 36 702 21 21 139 121 367 85 22 27 71 232 61 351
leaf_count=22 20 36 20 74 31 81 257 37 51 33 20 21 59 46 26 31 36 702 21 21 139 121 367 85 22 27 71 232 61 351
internal_value=0 0.000429316 0.000785332 0.00059788 0.000669141 0.00035171 0.000808581 0.000299425 0.000579619 0.000771388 0.000771955 0.000543375 0.000570024 0.000839655 0.000266579 0.000793133 0.000626649 0.000833395 0.000718875 0.000741569 0.000289173 0.000763866 0.000800767 0.000473995 0.000702818 0.000546349 0.000755757 0.000711779 0.000778537 0.000838603
internal_weight=0 590 2531 186 422 404 2109 283 225 197 968 194 173 1141 246 716 114 1095 112 175 220 154 685 121 42 63 92 252 428 1053
internal_count=3121 590 2531 186 422 404 2109 283 225 197 968 194 173 1141 246 716 114 1095 112 175 220 154 685 121 42 63 92 252 428 1053
is_linear=0
shrinkage=0.00196078


Tree=6671
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 2 1 0 1 4 49 16 150 2 15 13 4 0 4 3 15 150 0 133 15 52 52
split_gain=28.0051 4.71848 2.19195 2.0012 1.41978 1.31561 0.937492 0.758155 0.736098 0.717075 0.543961 0.569543 0.498879 0.497749 0.477381 0.466393 0.406497 0.333924 0.309556 0.31914 0.262309 0.318097 0.301467 0.256001 0.254619 0.252656 0.250073 0.218227 0.187948 0.183076
threshold=0.10508500000000001 -0.059315 0.080750000000000016 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.085505000000000012 0.14122000000000004 0.09253500000000002 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 -0.054984999999999992 -0.061854999999999993 1.0000000180025095e-35 0.14960000000000004 -0.41942499999999994 -1.0000000180025095e-35 0.024790000000000003 -0.080309999999999979 -0.55119499999999988 -0.12711499999999995 1.0000000180025095e-35 0.089910000000000018 0.14486500000000005 0.092845000000000011 -0.098289999999999975 0.12418000000000001 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 18 6 10 16 15 -4 11 -1 20 -2 -9 25 23 -18 29 -20 -12 -22 -23 28 27 26 -7 -13 -6 -3
right_child=1 4 9 -5 7 8 -8 14 -10 -11 12 24 -14 -15 -16 -17 17 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010596549260979903 0.00069688435184204816 0.00049201239585627897 0.00099149379174706307 0.00058047550884323296 0.00031412213674247695 0.0010463381826336436 0.0012862753708328849 0.0004373655219061182 0.00070804147105904525 0.00062625508563702594 0.0011041417447932003 0.0010595438439472049 0.000942694673351213 0.0010115574447103382 0.00076345629489221495 0.00073510416152365577 0.00037292657432213324 9.0712178367253986e-05 0.00089531099387243679 0.00062111061257549166 0.0012752141184209252 0.0008715674423365648 0.0010535494224848312 0.00057425709278474929 0.0006536963436068159 0.00079817848542369828 0.00092768239655777196 0.00078221820932097754 0.00051146562545475354 0.00069476457889122733
leaf_weight=90 23 67 31 84 96 257 79 45 41 62 1077 20 98 121 28 27 27 40 25 47 23 38 443 24 23 22 93 24 23 23
leaf_count=90 23 67 31 84 96 257 79 45 41 62 1077 20 98 121 28 27 27 40 25 47 23 38 443 24 23 22 93 24 23 23
internal_value=0 0.000591625 0.00104325 0.000820994 0.000474105 0.00105491 0.00107713 0.000390309 0.000958229 0.000748001 0.00106813 0.000957758 0.00107845 0.000961297 0.000562441 0.000983938 0.000330472 0.00020444 0.00062049 0.000716319 0.00108686 0.00104994 0.00103917 0.000389522 0.000820883 0.001002 0.00101481 0.000908275 0.000352264 0.000543827
internal_weight=0 673 2448 228 445 2355 1915 283 440 93 1836 157 1679 144 73 399 210 67 162 72 1581 504 481 143 67 372 350 44 119 90
internal_count=3121 673 2448 228 445 2355 1915 283 440 93 1836 157 1679 144 73 399 210 67 162 72 1581 504 481 143 67 372 350 44 119 90
is_linear=0
shrinkage=0.00196078


Tree=6672
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 47 47 11 1 4 2 1 12 47 0 1 1 0 0 49 1 16 1 0 14 16
split_gain=17.9614 2.53117 1.8501 1.2102 1.15105 1.0697 0.768018 0.661051 0.609791 0.485199 0.440896 0.439685 0.386589 0.378649 0.321374 0.275139 0.274308 0.261624 0.234653 0.234554 0.226082 0.223005 0.195975 0.188057 0.205902 0.191352 0.186707 0.159908 0.157644 0.169227
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.092550000000000007 0.40945500000000007 -0.17966999999999997 0.10670500000000001 0.077555000000000013 1.0000000180025095e-35 0.12000500000000001 -0.011884999999999998 0.11389000000000002 0.086105000000000015 0.12757000000000002 0.091680000000000011 -0.13027499999999997 0.122715 0.16175000000000003 -0.15350499999999997 -0.064754999999999993 -0.066019999999999981 0.10089500000000001 -0.014754999999999999 0.13075500000000004 -0.065229999999999996 0.062655000000000016 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 7 11 9 -6 21 14 18 -9 16 28 -13 -8 23 -4 -2 -7 -3 -11 24 -10 -25 -5 -20 29 -1
right_child=1 5 6 26 8 20 13 12 17 22 -12 15 -14 -15 -16 -17 -18 -19 27 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072849046163052063 0.00081202716670249219 0.00061504144767641903 0.00067486519863208135 0.00050408474074713151 0.00085523914577079424 0.00023282805539886741 0.00083724569896400497 0.00046331541838519498 0.00070335703717445183 0.00078288210418249503 0.00099727820615474593 0.0010742479991213436 0.00023821639784183453 0.00073156037382717594 0.0005229043894830872 0.00084120772246803555 0.00064676390804119461 0.00070332013427560876 0.00087066129223424549 0.00060718360497409053 6.8876683628525721e-06 0.00039154916214840201 0.00052471093162346409 0.00049890900460701037 0.00046053534687734118 0.00027494374845249978 0.00029368954665009295 0.00074148182829282593 0.00094904473745355418 0.00087848606954787174
leaf_weight=121 83 21 25 50 28 90 466 44 29 26 35 64 88 248 20 28 31 31 1209 29 21 94 20 55 25 20 24 38 20 38
leaf_count=121 83 21 25 50 28 90 466 44 29 26 35 64 88 248 20 28 31 31 1209 29 21 94 20 55 25 20 24 38 20 38
internal_value=0 0.000441149 0.000821055 0.000630427 0.000702542 0.000354007 0.000844768 0.000416108 0.000588294 0.000500439 0.000794331 0.000872422 0.000313249 0.000794138 0.000758637 0.00100332 0.000825365 0.000541578 0.000862954 0.000758987 0.000190083 0.000432361 0.000670634 0.00050271 0.00059094 0.000439185 0.000435848 0.000866725 0.000784976 0.000764338
internal_weight=0 590 2531 186 422 404 2109 293 188 161 234 1364 132 745 199 92 497 160 1272 112 111 115 46 129 54 75 74 1247 179 159
internal_count=3121 590 2531 186 422 404 2109 293 188 161 234 1364 132 745 199 92 497 160 1272 112 111 115 46 129 54 75 74 1247 179 159
is_linear=0
shrinkage=0.00196078


Tree=6673
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 124 2 4 4 42 39 132 160 1 40 12 2 1204 403 4 12 15 1210 133 11 47 42 2 159 0
split_gain=0.491132 0.110064 0.0605679 0.0538546 0.0757614 0.0526446 0.0455967 0.0450745 0.0450603 0.0391137 0.0386341 0.0377742 0.0563264 0.0752861 0.0329109 0.0408104 0.0308304 0.0493025 0.0363637 0.0597303 0.0313263 0.0591909 0.0546426 0.0499578 0.0539466 0.0484152 0.0432425 0.0424308 0.0445112 0.0456057
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076779999999999987 0.15109000000000003 0.09173000000000002 -0.062539999999999984 -0.0060199999999999993 0.10226500000000001 0.088890000000000011 -1.0000000180025095e-35 0.14173500000000003 -0.07632499999999999 -0.11019 0.088850000000000012 -0.079429999999999987 0.085340000000000013 -0.077999999999999986 0.092755000000000018 -0.013969999999999998 -0.15347999999999998 0.11269500000000002 0.077695000000000014 0.089100000000000013 0.099210000000000007 0.088475000000000012 0.11389500000000001 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 14 -5 9 16 -2 -6 -1 -10 12 -4 -14 -3 -16 20 -18 -19 -20 22 25 -7 24 27 -22 -23 28 29 -24
right_child=1 2 11 4 8 6 -8 -9 10 -11 -12 -13 13 -15 15 -17 17 18 19 -21 21 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0070710500709724447 0.0069454890480623232 0.0033478225932210789 0.003559165293476186 0.0085089865416337392 0.0071892120948177764 0.012521812760017135 0.0023823468081120933 0.0042148908276205673 0.0036776385066169706 0.0029611582119271097 -0.00044760093845140479 0.0044092466022171411 0.0020250255383713091 -0.0057606534152809113 0.0026135162489178284 -0.0032812256811429624 0.0023486959371859066 0.0065540161591427842 0.012800413129851222 0.0071562866298481827 -0.00065441750455647713 0.008453597083849752 0.007850130577098248 0.0050498214339873256 0.012361133991043972 0.0060074586768071947 0.0047510129768246166 0.011399141339851279 0.0032857500282116232 0.0058555097871384769
leaf_weight=39 130 54 26 38 32 22 21 113 179 57 26 23 23 27 24 23 26 872 25 75 20 92 793 78 24 24 48 28 25 134
leaf_count=39 130 54 26 38 32 22 21 113 179 57 26 23 23 27 24 23 26 872 25 75 20 92 793 78 24 24 48 28 25 134
internal_value=0 0.00394468 0.00305912 0.00363855 0.00436384 0.0069253 0.00702078 0.0056757 0.00369922 0.0046308 0.00315444 0.000858474 -0.000216102 -0.00217924 0.00166375 -0.000271145 0.00706339 0.00664619 0.00676115 0.00856732 0.00738666 0.00617864 0.00758799 0.00748768 0.00767707 0.00297933 0.00718414 0.00756236 0.00744951 0.0075618
internal_weight=0 718 475 376 275 2403 2307 243 237 96 205 99 76 50 101 47 2286 998 972 100 1288 184 1104 1082 1004 44 140 980 952 927
internal_count=3121 718 475 376 275 2403 2307 243 237 96 205 99 76 50 101 47 2286 998 972 100 1288 184 1104 1082 1004 44 140 980 952 927
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=31
num_cat=0
split_feature=1 2 3 4 2 14 133 51 2 2 43 3 3 1 31 8 47 47 12 160 150 39 3 52 159 16 12 48 160 1
split_gain=0.397817 0.0924148 0.0751898 0.0459777 0.0419982 0.0353999 0.0345328 0.033061 0.0329913 0.0350915 0.0412964 0.0413291 0.0339017 0.0318739 0.0315154 0.0527819 0.0297867 0.047362 0.0303485 0.069798 0.0429125 0.0707787 0.0428305 0.0295057 0.0293996 0.0543574 0.048822 0.0256406 0.0455748 0.038177
threshold=0.10337500000000001 0.13404500000000005 -0.028564999999999997 0.40124500000000002 0.093320000000000014 0.076975000000000002 -0.040449999999999993 0.10532000000000001 -1.0000000180025095e-35 0.10613000000000002 -0.078139999999999973 0.11658 -0.014944999999999998 0.13075500000000004 -0.077289999999999984 0.08573500000000002 0.081320000000000017 0.10154500000000001 0.085955000000000018 -0.010514999999999998 0.081835000000000019 0.10076500000000001 -0.015584999999999998 -0.037344999999999996 0.097885000000000014 -0.11118499999999999 -0.081419999999999979 0.087215000000000015 -0.095794999999999977 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 27 -2 24 12 -10 -11 -12 -4 -8 -14 -16 18 -18 19 -6 21 22 -21 -9 25 26 -3 29 -29 -1
right_child=1 7 8 -5 16 -7 13 23 9 10 11 -13 14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0069664528362602847 0.0027765701046997783 0.0053545402108945636 0.004797139591537416 0.0016822107903532346 0.00077277604307580212 0.0087855291254955396 0.0065127437636737498 0.00094009509664915868 0.006148105503662544 -0.00042916015868454623 0.0065022845286875968 0.0024831688326691658 0.0031260202264612805 0.0025581393411140078 -0.0044520500634857661 0.0025721656251698737 0.011754399304045364 0.0052255551628768446 0.0058535531618979907 0.010976859152799955 0.0013695637673316967 0.0014405488236503596 0.0060835584389696004 0.0057948169587630667 0.0028628291258094261 -0.0034979882213519889 -0.00056489776685147693 0.00081706040189601483 0.0058930983978058848 0.0058710807463901588
leaf_weight=940 38 22 25 22 42 68 179 21 51 27 40 71 28 23 23 20 20 25 508 27 21 23 53 31 49 32 38 20 153 481
leaf_count=940 38 22 25 22 42 68 179 21 51 27 40 71 28 23 23 20 20 25 508 27 21 23 53 31 49 32 38 20 153 481
internal_value=0 0.00355021 0.00423808 0.00623277 0.00627482 0.00655106 0.0055422 0.00167906 0.00313988 0.00390668 0.00307833 0.0039315 0.00163024 0.00606247 0.000515137 -0.00118497 0.00563628 0.00812726 0.00546997 0.00429611 0.00548949 0.00632948 0.00773505 0.00383426 0.000884232 -0.000169585 0.00160556 0.00645573 0.00530627 0.00659568
internal_weight=0 718 525 2403 2381 1662 240 193 285 189 138 111 96 202 71 43 719 45 674 166 124 103 80 52 141 92 60 1594 173 1421
internal_count=3121 718 525 2403 2381 1662 240 193 285 189 138 111 96 202 71 43 719 45 674 166 124 103 80 52 141 92 60 1594 173 1421
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 4 1 14 1 11 1 4 2 2 1 11 4 52 16 156 16 12 34 0 43 3
split_gain=16.378 2.70808 1.59283 1.29446 1.11223 0.890259 0.573308 0.543079 0.501416 0.482728 0.404098 0.311514 0.248998 0.192849 0.289992 0.246093 0.18462 0.145962 0.135244 0.131605 0.127752 0.124905 0.113242 0.105943 0.105407 0.0956291 0.0934736 0.132068 0.0932471 0.115954
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.17025000000000004 0.14122000000000004 0.14262000000000002 0.082485000000000017 0.042705000000000007 0.12603000000000003 -0.12029499999999999 1.0000000180025095e-35 0.11346000000000002 0.096475000000000019 -1.0000000180025095e-35 -0.036484999999999997 -1.0000000180025095e-35 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 16 11 25 -5 12 -1 14 20 -16 26 21 -18 -15 28 -3 -22 -21 -7 -6 -4 -28 -10 -30
right_child=1 2 7 10 9 24 -8 -9 13 -11 -12 -13 -14 19 15 -17 18 -19 -20 23 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00082938428267690398 0.00079000492160226788 0.0004017304320633167 0.00016106734995404465 0.00072986035722693503 0.00079618672147000293 0.00044326338928254663 0.00048260536682318879 0.00051698012075205733 0.00079971346322911074 0.00044358028404816401 0.00046309417805792208 0.00096319501593723842 0.00075665834869109987 0.00097383812420508435 0.00076284370810737431 0.00050602217584930578 0.00023748182271625482 0.00027062416692976565 2.9321071186583808e-05 0.00072975333542654329 0.00076956659543261029 0.00055301974051951959 0.00067457378286004592 0.00090651023674776204 0.00062767472250948198 0.000657466017375035 0.00023721703533631036 0.0004007393844593411 0.00060850323763102937 0.00076279419648577049
leaf_weight=1117 76 239 31 34 29 26 22 26 349 40 61 59 216 25 26 32 20 30 30 32 96 23 97 22 22 56 64 27 21 173
leaf_count=1117 76 239 31 34 29 26 22 26 349 40 61 59 216 25 26 32 20 30 30 32 96 23 97 22 22 56 64 27 21 173
internal_value=0 0.000440823 0.000397672 0.000782932 0.000466433 0.000792061 0.000797607 0.000252857 0.000800667 0.000621206 0.000558568 0.000823771 0.0008176 0.000763828 0.000754636 0.000621149 0.000212931 0.000400177 0.000112585 0.000856219 0.000765155 0.000415012 0.000721824 0.000801765 0.000527785 0.000704794 0.000254057 0.000285735 0.000780556 0.000746093
internal_weight=0 691 615 2430 417 2335 2287 198 2265 125 95 1392 1333 873 794 58 172 292 50 79 736 262 193 54 48 85 122 91 543 194
internal_count=3121 691 615 2430 417 2335 2287 198 2265 125 95 1392 1333 873 794 58 172 292 50 79 736 262 193 54 48 85 122 91 543 194
is_linear=0
shrinkage=0.00196078


Tree=6676
num_leaves=31
num_cat=0
split_feature=1 52 1 52 0 33 0 50 124 16 48 14 47 12 12 51 43 3 3 0 151 4 2 4 1447 42 403 133 4 42
split_gain=0.394003 0.0913178 0.0659204 0.0587098 0.0456312 0.0430889 0.0406608 0.0390252 0.038078 0.0325873 0.0303281 0.0331975 0.03543 0.034032 0.0458722 0.0351714 0.0329143 0.0379398 0.03196 0.0342019 0.0610318 0.0292965 0.0288629 0.0301447 0.0372806 0.0376517 0.046458 0.105002 0.0448853 0.0409327
threshold=0.10337500000000001 -0.40967499999999996 0.14860500000000001 0.19022000000000003 0.22582000000000002 0.078905000000000017 -0.010949999999999998 -0.35497999999999996 -0.076779999999999987 -0.25582999999999995 0.15068000000000001 -0.47071999999999997 0.13011000000000003 0.11734000000000001 0.096475000000000019 -0.065634999999999985 -0.04890499999999999 -0.014944999999999998 0.30112000000000005 -0.040504999999999992 -0.065174999999999983 0.40945500000000007 0.13404500000000005 -0.082249999999999976 -0.085804999999999979 0.085730000000000015 -0.0076149999999999994 0.11269500000000002 -0.52556499999999995 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 8 7 9 -3 -1 -4 11 -9 13 14 15 -13 17 -17 19 20 -18 -22 23 24 -10 28 27 -27 -26 -30
right_child=1 2 6 -5 -6 -7 -8 10 22 -11 -12 12 -14 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0042517723408605967 0.0065731212710854652 0.0072280433448031547 -0.00091269069684627054 0.0064018680700711665 0.0015645747915619896 0.0071633113771677019 -0.0033597231284313075 0.0064319195300340656 0.0036625514941988515 0.004415574949234724 -0.00099680384266234582 -3.4998115300735898e-06 0.0061801441539837808 0.0060785531493214272 -0.0015544387511909009 0.003825797790766887 0.002255324401927215 0.00034003431041798506 0.0020582522776206595 0.0015748144550756975 0.010999629832804204 0.0060195427163745527 0.0039003380973857329 0.0061564549424721875 0.011192833524282006 0.01444250705905936 0.0067161977145017357 0.0053970951697833482 0.006774149597146336 0.0021444627048913391
leaf_weight=92 87 20 22 61 21 25 22 25 32 24 21 47 27 24 30 53 27 76 57 22 21 27 48 1640 22 33 51 21 423 20
leaf_count=92 87 20 22 61 21 25 22 25 32 24 21 47 27 24 30 53 27 76 57 22 21 27 48 1640 22 33 51 21 423 20
internal_value=0 0.00353594 0.00311719 0.00347241 0.00620561 0.00311643 0.000176187 0.00290433 0.00624653 0.00186727 0.00271511 0.0028939 0.00267869 0.00243249 0.00218942 0.00252977 0.00295049 0.00177217 0.00393753 0.00504185 0.00605885 0.00819833 0.00632667 0.00637861 0.00698383 0.00717029 0.00888065 0.0109248 0.00678408 0.00656513
internal_weight=0 718 631 563 2403 502 68 477 2382 46 457 436 411 384 360 330 283 129 154 97 75 48 2290 2242 602 570 105 54 465 443
internal_count=3121 718 631 563 2403 502 68 477 2382 46 457 436 411 384 360 330 283 129 154 97 75 48 2290 2242 602 570 105 54 465 443
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=31
num_cat=0
split_feature=1 12 44 1 10 0 4 401 123 1375 484 3 52 34 0 151 0 48 52 1443 1374 15 1454 133 1455 3 483 1211 43 403
split_gain=0.326783 0.0924662 0.0744714 0.0605677 0.0477524 0.0685488 0.0461679 0.0411294 0.042251 0.0406909 0.0620938 0.0409318 0.0434578 0.039409 0.0373757 0.0505352 0.040892 0.038983 0.0646158 0.0445235 0.0429383 0.0456851 0.0688428 0.042495 0.0430813 0.038354 0.0403573 0.0371701 0.0543913 0.0375608
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 -0.079859999999999987 -0.05208999999999999 0.053180000000000012 0.085900000000000018 0.12630500000000003 -0.096099999999999977 -0.011244999999999998 -0.017889999999999996 -0.082554999999999976 -0.038779999999999995 -0.089964999999999976 -0.088054999999999981 -0.089019999999999974 0.091840000000000019 0.14295500000000003 0.087645000000000015 0.086000000000000007 -0.079249999999999987 0.097395000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15447499999999995 0.085765000000000022 0.11789500000000001 0.0051600000000000005 -0.121015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 14 8 13 -5 -11 12 -12 -6 15 -3 -16 19 -19 20 21 -18 23 24 -23 -17 -27 28 29 -26
right_child=4 6 -4 9 7 -7 -8 -9 -10 10 11 -13 -14 -15 16 25 17 18 -20 -21 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0054263990435037832 0.0022187844109298155 0.0030579244109591652 0.0091213136600951355 -0.00094272236085750848 0.00040816313181167991 -0.0052005670266225936 0.0044977158785539885 -0.001395146204690125 -0.0014275898912455888 0.0085104068680463933 -0.0027341218993321738 0.0037116733309717031 0.0027752338340733111 0.0038537550736544805 0.002082770158566775 0.010409459530242852 0.0075349015004082228 0.0053167599375497122 -0.0010049126788296483 0.0096813350015630337 0.010278657214006498 0.010907962648198009 0.00012573657365029921 0.0051833073969393979 0.0030580277916871842 0.0062601236933795034 0.0096415470249349867 0.010393636026419699 0.0041869344417388146 0.006943903767479484
leaf_weight=193 33 31 30 22 39 20 280 23 20 23 22 243 41 223 31 35 127 61 22 30 21 20 23 782 27 197 43 20 123 316
leaf_count=193 33 31 30 22 39 20 280 23 20 23 22 243 41 223 31 35 127 61 22 30 21 20 23 782 27 197 43 20 123 316
internal_value=0 0.00540063 0.00427091 0.00400343 0.00218959 -0.000580971 0.00569686 0.00267103 0.00300267 0.003221 0.00349942 0.00312278 0.000851332 0.00334086 0.00587274 0.00688548 0.00567942 0.00575034 0.00364114 0.00586792 0.00578951 0.00572395 0.00554852 0.00564535 0.00635942 0.00731695 0.00686596 0.00617223 0.00599106 0.00663802
internal_weight=0 2763 574 544 358 53 2189 305 282 351 329 306 63 262 1909 306 1603 1572 83 1489 1459 1438 1311 1288 506 275 240 486 466 343
internal_count=3121 2763 574 544 358 53 2189 305 282 351 329 306 63 262 1909 306 1603 1572 83 1489 1459 1438 1311 1288 506 275 240 486 466 343
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 2 1 2 49 0 1 4 15 159 150 3 15 0 43 0 0 12 4 0 157 475 47
split_gain=10.2331 1.66973 0.824684 0.732363 0.629811 0.472794 0.400518 0.325158 0.26481 0.238799 0.217593 0.178114 0.177041 0.267651 0.174171 0.14813 0.1226 0.126367 0.118164 0.116383 0.116087 0.113623 0.108423 0.107885 0.11318 0.0941056 0.108189 0.0929615 0.0859726 0.0846821
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 -0.064804999999999988 0.14285500000000004 0.09253500000000002 0.14753000000000002 -0.054984999999999992 -0.10474999999999998 0.085605000000000014 0.0061450000000000003 -0.095869999999999983 0.082585000000000006 1.0000000180025095e-35 0.31370500000000007 -0.089964999999999976 -0.094654999999999975 -0.025214999999999998 -0.13843999999999998 -0.15202999999999997 0.084100000000000022 -0.55119499999999988 -0.080689999999999984 -0.082009999999999986 -0.07675499999999999 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 16 6 12 -6 28 -4 18 -2 13 23 25 -15 17 22 21 20 -12 -9 -3 -1 -25 -14 -27 -28 -7 -13
right_child=1 4 9 -5 7 8 -8 10 -10 -11 19 29 14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00073524644912457927 0.00039595574394684111 0.00038081309185388255 0.0005580974073079979 0.00032333193528496812 0.00040936863391610587 0.00064887507784498722 0.00076268049293089278 0.00021010782558149023 0.00039979329341137572 0.00035302685792233082 0.00025163146502831402 0.00063037800769676577 0.00075577765652387445 0.00056841146378290087 0.00055056020009884219 0.00037938230673456293 0.0002609371948195285 0.00032124800678810789 0.00013252772922759201 -2.0893266258011707e-05 8.0468728899573663e-05 0.00032897739996220554 0.00053524095527298797 0.00046085693599546657 0.00063753879525065937 0.00064110594476481726 0.00048713796715757328 0.00061210559003429361 0.00055858631557556971 0.00052911115191712241
leaf_weight=25 24 44 34 85 28 46 79 81 39 61 25 64 23 28 110 37 38 61 39 21 39 50 29 20 46 1023 24 493 342 63
leaf_count=25 24 44 34 85 28 46 79 81 39 61 25 64 23 28 110 37 38 61 39 21 39 50 29 20 46 1023 24 493 342 63
internal_value=0 0.000335083 0.000605503 0.000468917 0.000265667 0.000612789 0.000625988 0.000208794 0.00055381 0.000426421 0.000186771 0.000550868 0.000620084 0.000556909 0.000625974 0.00046081 0.000359241 0.000387119 0.000227272 0.000105768 0.000147329 0.000255478 0.000442161 0.00062555 0.000583999 0.000631282 0.000629423 0.000606304 0.000569291 0.000580143
internal_weight=0 691 2430 236 455 2335 1908 283 427 95 255 151 1829 156 1673 65 172 134 170 85 64 131 73 91 66 1563 1540 517 388 127
internal_count=3121 691 2430 236 455 2335 1908 283 427 95 255 151 1829 156 1673 65 172 134 170 85 64 131 73 91 66 1563 1540 517 388 127
is_linear=0
shrinkage=0.00196078


Tree=6679
num_leaves=31
num_cat=0
split_feature=4 3 9 2 44 2 40 48 160 43 150 16 10 2 1 0 3 2 12 1 3 49 1443 474 133 52 0 160 4 52
split_gain=0.313822 0.10698 0.0811894 0.0541675 0.0522414 0.0521106 0.0651268 0.043152 0.0422543 0.0399307 0.0397579 0.052605 0.0388333 0.0496988 0.0459339 0.0445599 0.0375974 0.048425 0.0396448 0.0354319 0.0347714 0.0342951 0.0341194 0.0330179 0.0322219 0.0530019 0.053594 0.044504 0.0331975 0.0500819
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 0.081805000000000017 0.097070000000000004 0.0046150000000000002 0.12118000000000002 0.079055000000000014 -0.05647499999999999 0.081835000000000019 -0.061854999999999993 0.09820000000000001 0.13501500000000002 0.12873500000000002 -0.071719999999999992 -0.15956499999999998 -0.090999999999999984 -0.064509999999999984 0.12408500000000001 -0.0025099999999999996 -0.043469999999999995 0.090755000000000016 -0.13289499999999999 0.091935000000000003 -0.037344999999999996 -0.068944999999999992 0.0065900000000000012 0.055260000000000011 0.10263500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 5 16 10 9 -1 20 19 -12 13 14 15 21 -4 -18 -19 24 -2 -11 23 -20 27 26 -26 -7 29 -27
right_child=3 -3 4 -5 -6 6 -8 -9 -10 12 11 -13 -14 -15 -16 -17 17 18 22 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0010794557683201957 0.0025796338792133614 0.0015635868872826298 0.0086339318526110469 -0.0024670728681182182 0.0091483486087350976 0.0051981305096052682 -0.00097228645347058784 -0.0014546962741475841 0.0048952924413606528 0.0024604354543650217 0.0054657441029763399 5.1368097774684433e-05 -0.00057537809945642951 0.0017724477823057604 0.0093896103345535026 0.00059051282005384564 0.0014042989592309351 0.0085065652579942256 0.0096823152856086378 0.0012571008258458714 -0.0012714340596938053 0.007074392192559887 0.0015875909067246887 0.0055965232639803159 -0.0025387088568615064 0.010555756766222078 0.0043139215111732488 0.0078237394336611032 0.0030283168796813699 0.0046156411449192096
leaf_weight=29 64 75 42 24 38 318 20 26 20 24 34 38 20 62 22 24 27 48 20 23 37 49 21 1787 21 22 25 81 40 40
leaf_count=29 64 75 42 24 38 318 20 26 20 24 34 38 20 62 22 24 27 48 20 23 37 49 21 1787 21 22 25 81 40 40
internal_value=0 0.00528886 0.00539257 0.00211888 0.00546729 0.00541363 0.00464729 0.00245444 0.00135922 0.00279098 0.00482235 0.00260816 0.00360609 0.00406813 0.0052642 0.00432854 0.00567446 0.00560915 0.00566966 0.00510204 0.00116885 0.00555747 0.00559517 0.00564175 0.00526371 0.00400351 0.00118555 0.00573115 0.00527436 0.00672342
internal_weight=0 2769 2694 352 2645 2607 662 328 49 302 642 72 201 181 119 97 1945 1903 1876 570 101 73 1828 1807 547 148 46 399 102 62
internal_count=3121 2769 2694 352 2645 2607 662 328 49 302 642 72 201 181 119 97 1945 1903 1876 570 101 73 1828 1807 547 148 46 399 102 62
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 2 3 12 4 48 49 2 130 4 4 16 16 16 149 1446 474 472 50 474 52 1375 1375 1429
split_gain=0.259383 0.0763647 0.0608005 0.056768 0.0596965 0.0522374 0.0504775 0.043316 0.0383829 0.0431568 0.0371377 0.0370726 0.0352186 0.0347634 0.0333277 0.0388357 0.0325007 0.031471 0.02935 0.0451761 0.0441323 0.0555043 0.0436831 0.0562829 0.0534706 0.0487037 0.0358868 0.039015 0.0350931 0.0342943
threshold=0.11846000000000002 0.078300000000000008 0.092395000000000019 -0.096099999999999977 0.08104500000000002 -0.078139999999999973 0.11924500000000002 -0.080614999999999978 0.30112000000000005 -0.42850999999999995 1.0000000180025095e-35 -0.024949999999999996 -0.026779999999999995 0.11215000000000001 -0.0060099999999999989 -0.033174999999999989 0.053180000000000012 -0.16075999999999999 -0.0073349999999999986 -0.0083599999999999976 0.078320000000000015 0.091725000000000015 0.088435000000000014 -0.080624999999999988 0.10517000000000001 0.085295000000000024 -0.10925999999999998 0.084145000000000011 0.048450000000000007 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 11 -3 14 -10 -5 -7 -8 -12 -2 -16 18 -13 19 26 21 22 25 -24 -25 29 -9 28 -28 -20
right_child=8 7 -4 4 -6 6 12 16 9 -11 13 17 -14 -15 15 -17 -18 -19 20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00042704835234742079 -0.00053591579799690551 0.0088092568051069981 -0.0010832616239786147 0.003386933764648767 0.0087737067913015686 0.0021284820046275853 0.005027215981196302 0.0080848982340345783 0.0030981411363052973 -0.0013105360440022196 -0.0027584252109670122 0.0078473629851359885 0.00013411117742132198 0.0029421241061936602 0.006248992487821999 0.0024425424698909575 0.0039480882691664979 0.005042410197384016 0.0084913216531276713 0.0094457919191983028 0.0091732009779661901 -0.00078107719542458659 0.0034433209236610579 0.010756028481331226 0.0046160286717602745 0.00028113858153422676 0.0052202704772069094 0.0012995239282026887 0.0094447521609254195 0.0042524996321988418
leaf_weight=28 31 30 25 104 27 35 24 45 34 64 23 50 38 20 31 198 266 200 20 27 20 20 37 37 23 30 1171 25 20 418
leaf_count=28 31 30 25 104 27 35 24 45 34 64 23 50 38 20 31 198 266 200 20 27 20 20 37 37 23 30 1171 25 20 418
internal_value=0 0.00476635 0.0037397 0.00395932 0.00419506 0.00394481 0.00461411 0.00503556 0.00190556 0.000219005 0.0023649 0.00517666 0.00202822 -0.000107007 0.00254126 0.00295783 0.00498312 0.0056034 0.00512856 0.00539843 0.00455404 0.00439612 0.00457938 0.00651077 0.00840236 0.00417907 0.00531177 0.00520914 0.00529121 0.00444605
internal_weight=0 2763 574 549 521 494 347 2189 358 98 147 285 62 43 260 229 2159 250 1893 1288 605 585 565 97 60 468 1261 1216 1191 438
internal_count=3121 2763 574 549 521 494 347 2189 358 98 147 285 62 43 260 229 2159 250 1893 1288 605 585 565 97 60 468 1261 1216 1191 438
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 15 39 2 2 34 1416 48 49 457 0 1213 43 4 4 16 12 399 1212 4 51 474 49 157 4 133
split_gain=0.215462 0.0718496 0.0632949 0.0443694 0.0368169 0.0358496 0.0371887 0.0633495 0.0555739 0.0409364 0.0353249 0.0338727 0.0375603 0.0302452 0.0297347 0.0269819 0.0450223 0.0352872 0.0273002 0.028569 0.0458864 0.038079 0.0471643 0.091015 0.0419514 0.0483206 0.0725569 0.0675334 0.0433902 0.0460539
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.085655000000000009 -0.15914499999999995 0.08568000000000002 -0.020134999999999997 0.096015000000000017 -0.0011599999999999998 1.0000000180025095e-35 0.12118000000000002 1.0000000180025095e-35 0.26807500000000006 -0.23091999999999999 0.12389500000000002 -0.011919999999999998 -0.077999999999999986 -0.51843499999999987 -0.083134999999999987 -1.0000000180025095e-35 -0.065739999999999979 0.090240000000000015 -0.084369999999999987 -0.085534999999999986 0.083685000000000023 0.085970000000000005 -0.082234999999999989 0.022185000000000003 0.0068000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 -1 9 -8 -9 -7 13 12 -2 14 -11 18 -17 -18 -16 -20 -21 -22 24 -24 25 -23 27 -27 29 -26
right_child=3 -3 -4 -5 -6 6 7 8 -10 10 -12 -13 -14 -15 15 16 17 -19 19 20 21 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=0.0065638578486687041 0.0018287069552003971 0.0012133172987164908 -0.00082979250962481553 -0.0023696103982122924 0.0010130747657028899 0.0090083776786923416 -0.0022627877393027857 0.006479837970321322 0.0018776359602522394 0.0082980441703693949 0.0077141339075751606 -0.0014100575228579916 0.0045175119537361752 0.0011524772747569451 0.0069435338838957257 0.0090606755308037853 0.0070546671282500032 0.0021936176133749543 0.0048814476183053094 0.00059763810932054193 0.0074708500301794104 0.0044535213368238373 -0.0038966229240897862 0.0036220921314847861 0.0034337157412556978 0.00047663799930541291 0.010827560943332227 0.0075428050611854383 0.00098601866954292432 0.0047904018491491118
leaf_weight=80 276 73 23 24 31 20 21 44 65 20 33 26 64 28 40 33 28 32 618 37 34 234 21 69 539 21 34 38 48 467
leaf_count=80 276 73 23 24 31 20 21 44 65 20 33 26 64 28 40 33 28 32 618 37 34 234 21 69 539 21 34 38 48 467
internal_value=0 0.00430836 0.00439337 0.00179567 0.00443896 0.00447974 0.00441369 0.00276647 0.00373541 0.00450313 0.00446518 0.0020688 0.00233483 0.00441938 0.00445893 0.00442544 0.00609386 0.00446211 0.00435491 0.00430698 0.00407674 0.00416227 0.0040858 0.00186773 0.00423035 0.00521987 0.0071481 0.00502773 0.00392336 0.00406351
internal_weight=0 2731 2658 390 2635 2604 2524 130 109 2394 2374 366 340 2341 2313 2293 93 60 2200 2160 1542 1505 1471 90 1381 327 93 59 1054 1006
internal_count=3121 2731 2658 390 2635 2604 2524 130 109 2394 2374 366 340 2341 2313 2293 93 60 2200 2160 1542 1505 1471 90 1381 327 93 59 1054 1006
is_linear=0
shrinkage=0.1


Tree=6682
num_leaves=31
num_cat=0
split_feature=4 2 52 159 10 1 457 1209 42 1185 480 4 403 403 133 43 3 12 47 1375 51 50 2 13 157 1429 52 133 12 42
split_gain=0.174525 0.0604144 0.0387032 0.0464747 0.0380297 0.0362687 0.0543064 0.0333647 0.0550948 0.0345017 0.0322457 0.0417765 0.0314232 0.0398425 0.0497187 0.0454182 0.0286585 0.0371597 0.0340214 0.0444225 0.0445892 0.0927965 0.0537699 0.0497312 0.0358258 0.0392858 0.0309998 0.0552517 0.0605991 0.0377202
threshold=0.26450500000000005 0.14285500000000004 0.039215000000000007 0.10620500000000001 -0.062879999999999978 0.090540000000000023 0.079590000000000008 -0.084629999999999997 0.087405000000000024 0.085905000000000009 -0.080264999999999989 -0.023539999999999995 -0.52336499999999997 -0.072624999999999981 0.087495000000000003 -0.011694999999999999 0.10732000000000001 0.084735000000000019 0.081320000000000017 0.083895000000000011 0.078435000000000019 0.07826000000000001 0.083715000000000026 -0.0060599999999999994 -0.087084999999999982 0.083715000000000026 -0.011499999999999998 -0.010614999999999998 0.083715000000000026 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 7 12 8 -1 10 11 -9 -7 15 -15 -14 17 18 19 20 22 -22 23 -12 -24 26 -26 -28 29 -29
right_child=2 -3 3 -5 -6 6 -8 9 -10 -11 16 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=0.0030869996569191037 -0.0022558860353456113 0.0013149279984645545 0.0044977577092255687 -1.9567173148971053e-05 0.0014079846627326864 -2.5757145538756794e-05 0.0010568454790498235 0.0099316934722342674 0.0092421375102165974 0.0062767682271570122 0.0053001655513071457 0.0039847340581386738 0.0097908827516695746 0.0038888362703489634 0.00058215227164328095 0.00343543703942983 0.00037289993964474314 0.0037294985760649977 0.0072717503171737252 0.0080568015822791491 -0.0030784382416944329 0.0056269511319696902 0.0072360007349273258 0.01113473524649938 0.0056026473535295534 0.00057030282868685109 0.0058314034923179344 0.00053661718316700151 -0.0030935241883112627 0.0063985319519858988
leaf_weight=26 32 89 79 32 247 22 90 21 33 71 48 27 23 502 50 22 22 1280 49 32 24 25 29 21 79 38 42 23 22 21
leaf_count=26 32 89 79 32 247 22 90 21 33 71 48 27 23 502 50 22 22 1280 49 32 24 25 29 21 79 38 42 23 22 21
internal_value=0 0.00387753 0.0016161 0.00319547 0.000987756 0.00396385 0.00335208 0.00418825 0.0065297 0.00411453 0.00402938 0.00658653 0.00368579 0.00382257 0.00358932 0.00668378 0.00395944 0.00400497 0.00478335 0.00448154 0.00417399 0.00136309 0.00460042 0.0070759 0.00392794 0.00350157 0.00409723 0.00299604 0.00119172 0.00333435
internal_weight=0 2731 390 111 279 2642 709 1933 59 1874 1803 48 619 597 552 45 1755 1733 453 404 372 49 323 69 254 225 187 108 66 44
internal_count=3121 2731 390 111 279 2642 709 1933 59 1874 1803 48 619 597 552 45 1755 1733 453 404 372 49 323 69 254 225 187 108 66 44
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=31
num_cat=0
split_feature=1 12 132 403 15 2 151 49 16 47 4 16 0 4 15 1 1 48 9 4 0 15 48 15 3 51 15 41 42 129
split_gain=0.147411 0.046643 0.0499744 0.0381315 0.038579 0.0334734 0.0322151 0.0319076 0.0317541 0.0303432 0.0405411 0.0308053 0.0407878 0.0449423 0.0344629 0.060076 0.0303341 0.0275474 0.0268274 0.0290973 0.0365806 0.0651713 0.0267543 0.0385358 0.0245785 0.0237057 0.0225293 0.0306149 0.0274744 0.0391141
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.085340000000000013 0.035560000000000008 -0.080614999999999978 0.015440000000000001 -0.061079999999999988 0.10246000000000001 1.0000000180025095e-35 0.0067750000000000006 0.15273500000000004 -0.18113999999999997 0.0033150000000000007 -0.015744999999999999 0.086560000000000012 0.09697500000000002 0.10396500000000002 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.016865000000000002 -0.064294999999999977 -0.010424999999999999 -1.0000000180025095e-35 0.13592500000000005 0.088520000000000015 -0.14609499999999997 0.095170000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 9 -8 -6 11 -11 12 13 -1 25 -16 -17 -12 19 22 -21 24 23 -2 -22 -14 27 28 -7 -30
right_child=18 5 -4 -5 8 26 7 -9 -10 10 17 -13 14 -15 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00083919654320925477 0.0057899643025338295 0.0069478887899388237 -0.001603228425161573 0.0063499199913349003 0.0070856009548365632 0.0054619406585433433 0.0028582888101005839 -0.0023389949704761856 0.0022746157392090106 0.0078487260577579342 0.004826812377295403 0.0042530968939582447 0.0047168447897482013 0.0063583371995870651 -0.005021699679359286 0.004237986374064349 -0.0012696534837596119 0.00045403711311519149 -0.0015030403650598601 0.0034601036435300821 0.0033012096351874923 -0.0050137852919287986 0.0010322739310605928 0.0017845806065577502 -0.00066691355817523367 0.0014153351842275212 0.0013987432960262099 0.00066278666764088545 0.0037362542239195739 0.0012043965888017464
leaf_weight=25 41 31 26 30 34 88 21 27 23 24 34 63 26 36 22 20 20 25 32 28 27 25 86 58 37 133 44 33 1939 63
leaf_count=25 41 31 26 30 34 88 21 27 23 24 34 63 26 36 22 20 20 25 32 28 27 25 86 58 37 133 44 33 1939 63
internal_value=0 0.00347336 0.00268308 0.00288103 0.00268578 0.00368513 0.00239138 -6.51833e-05 0.00514433 0.00266688 0.00438352 0.00225389 0.00180726 0.00409639 0.00117542 -0.000824367 0.00148417 0.00297394 0.0012502 0.00154194 0.000307651 -0.000684132 0.00232254 0.00344338 0.00100714 0.0019552 0.00363846 0.00368488 0.0037326 0.00365658
internal_weight=0 2787 589 563 533 2198 476 48 57 428 83 345 282 61 221 62 40 59 334 302 117 89 185 99 64 159 2167 2123 2090 2002
internal_count=3121 2787 589 563 533 2198 476 48 57 428 83 345 282 61 221 62 40 59 334 302 117 89 185 99 64 159 2167 2123 2090 2002
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=31
num_cat=0
split_feature=4 2 3 39 40 2 1416 16 484 4 49 52 43 159 130 12 51 12 475 43 1375 11 4 0 1455 43 1455 129 43 133
split_gain=0.121745 0.0464562 0.0399821 0.0325409 0.0385354 0.0296884 0.0271771 0.0260516 0.0487149 0.0494857 0.036957 0.0318967 0.0726587 0.0532769 0.0318005 0.035371 0.046567 0.0414621 0.0360926 0.072515 0.0491551 0.0499201 0.0466597 0.0414445 0.0338964 0.0338196 0.0302012 0.0277874 0.0299973 0.0317177
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.0091949999999999983 -0.084709999999999994 0.25063000000000007 1.0000000180025095e-35 -0.071359999999999993 -0.0082299999999999995 -0.0078799999999999981 -0.23803499999999997 0.51307000000000014 -0.065269999999999981 -0.41136499999999993 -0.081769999999999995 0.090455000000000021 0.089005000000000015 0.089410000000000003 -0.085684999999999997 -0.085474999999999982 -0.090674999999999992 0.080150000000000013 -0.023539999999999995 -0.14920999999999998 -0.23681499999999997 -0.050459999999999998 -0.065979999999999983 0.11234000000000001 -0.00045499999999999995 -0.54084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 7 8 9 -6 -9 13 -13 -12 -15 17 -17 18 19 -16 -20 23 -21 -22 -25 -18 -26 28 -10 -30
right_child=5 -3 -4 4 6 -7 -8 10 27 -11 11 12 -14 14 15 16 25 -19 20 22 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0069184657506411902 0.0014825733170270173 -0.00058135787875278659 0.00070392395451014482 0.00064779185024171817 0.0095098365033045428 -0.0021480353840161114 0.0060851151993333852 0.0070203551255293532 0.0037045645375448745 0.0044485998860396003 0.0068410498449312795 0.0031876484994800428 -0.0041082299957495363 -0.00071906785306055101 0.0094037318843658325 0.0025925902189988283 -0.0037252077034541538 0.0063659291291101421 -0.00077039382886141545 0.0060566470325284175 0.0067105469218564822 -0.001426832080292313 0.00080858320385838545 0.0069525702983479617 -8.13529544111882e-05 0.0020206075231544674 0.0031393346185354847 0.0070715434662997727 0.0062991898872756542 0.0022845891572501752
leaf_weight=24 366 33 63 57 25 24 34 22 645 85 35 39 21 24 27 467 21 44 34 32 34 23 36 22 31 20 479 20 21 313
leaf_count=24 366 33 63 57 25 24 34 22 645 85 35 39 21 24 27 467 21 44 34 32 34 23 36 22 31 20 479 20 21 313
internal_value=0 0.00314792 0.00319354 0.00325306 0.00321937 0.00125915 0.00327676 0.00323887 0.00360154 0.00559888 0.00295382 0.00288941 0.000634091 0.00299123 0.0028871 0.00295525 0.0023089 0.00338615 0.00320355 0.00501918 0.00292668 0.0031401 0.00327826 0.00332568 0.00310935 -0.000922371 0.00294357 0.00338162 0.00330623 0.002537
internal_weight=0 2731 2698 2635 2611 390 2554 2520 1109 110 1411 1389 60 1329 1294 1270 508 762 718 95 623 589 68 566 532 41 510 999 979 334
internal_count=3121 2731 2698 2635 2611 390 2554 2520 1109 110 1411 1389 60 1329 1294 1270 508 762 718 95 623 589 68 566 532 41 510 999 979 334
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 2 150 14 44 475 16 160 0 3 12 34 124 130 49 52 12 1 12 159 42 157 12 160 160 480 43
split_gain=0.0988097 0.0339872 0.0384715 0.0324069 0.0282149 0.0274563 0.0279748 0.0256251 0.0312238 0.0271725 0.0272686 0.0271291 0.0236285 0.0379967 0.0227783 0.0249835 0.0281132 0.0232036 0.0506842 0.0287034 0.0222309 0.026324 0.0219427 0.0206942 0.0206632 0.021061 0.0222441 0.0372476 0.0311858 0.0235982
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.084824999999999998 -0.080614999999999978 0.12314500000000002 0.082295000000000021 0.081805000000000017 -0.074744999999999992 -0.0064149999999999997 -0.077609999999999985 -0.038659999999999993 0.30112000000000005 -0.42850999999999995 -0.038779999999999995 0.0049200000000000008 -0.0060099999999999989 0.14233500000000002 0.060015000000000006 0.10312500000000001 0.10060500000000001 -0.086254999999999984 0.093660000000000007 0.093175000000000022 -0.50331999999999988 0.080890000000000017 -0.55323499999999981 -0.54784999999999984 -0.095389999999999989 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 11 -10 -11 -5 14 -14 -2 16 -16 18 19 23 21 -12 -15 -18 -6 -26 -27 -28 -29 -30
right_child=12 4 -4 5 24 -7 -8 -9 9 10 20 -13 13 22 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.005910030418696503 -0.00091350934129546992 0.0059918054311926816 -0.0016198913114539419 -0.0030089142350541147 0.0056523719602929699 -0.0014812795992475004 0.0058698265333770819 0.005331707125878893 0.0016930572841529477 0.0060114785668350032 0.0010467185624875128 0.0016836753680503796 0.0023400538772180238 -0.0032060429517878223 -0.00052757981747131929 -0.0010468310806900263 0.0052075366765309723 0.00015011682676581236 0.0076755773174859909 5.2215332327636351e-05 0.00069544379305290548 0.0050484358148726949 0.0007857694631855424 0.0017560463915287984 0.005996192428706722 0.00038602093567273449 0.0068448804435320204 -0.0010471015493385494 0.0031369297386500054 0.0023847333937793828
leaf_weight=24 33 31 26 22 28 20 21 24 282 31 25 28 34 40 29 25 38 26 23 33 38 48 21 32 22 35 24 20 1453 585
leaf_count=24 33 31 26 22 28 20 21 24 282 31 25 28 34 40 29 25 38 26 23 33 38 48 21 32 22 35 24 20 1453 585
internal_value=0 0.0028155 0.0021409 0.00231458 0.00299627 0.00215448 0.00229459 0.00214383 0.00198241 0.00226113 0.00338926 -0.000381064 0.000995357 -0.000338723 0.00152564 0.00191638 0.00232566 0.00287003 0.00343128 0.00248352 0.00265693 0.00367798 -0.00183181 0.00362971 0.00295342 0.00291809 0.0028861 0.00292813 0.00288245 0.00292101
internal_weight=0 2787 589 563 2198 539 519 498 474 424 142 50 334 95 239 206 181 152 126 103 111 73 61 70 2167 2139 2117 2082 2058 2038
internal_count=3121 2787 589 563 2198 539 519 498 474 424 142 50 334 95 239 206 181 152 126 103 111 73 61 70 2167 2139 2117 2082 2058 2038
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 14 4 15 0 2 12 2 13 4 2 1 4 1 52 2 1 1 12 1 4
split_gain=20.7146 2.3878 2.34798 1.48451 1.37885 0.970238 0.788941 0.597984 0.539685 0.50799 0.47527 0.395329 0.391865 0.378429 0.387581 0.356598 0.331239 0.246708 0.242 0.265415 0.242361 0.238622 0.226965 0.219231 0.196002 0.190989 0.179351 0.154642 0.151041 0.143818
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.076175000000000007 0.033845000000000007 -0.12255999999999999 -0.067094999999999988 0.092235000000000025 0.13597000000000004 0.10097500000000002 -1.0000000180025095e-35 -0.51253999999999988 0.089005000000000015 0.081315000000000012 -0.17966999999999997 0.122185 1.0000000180025095e-35 0.10381000000000001 0.16175000000000003 0.12958500000000003 -0.086254999999999984 0.12000500000000001 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 12 7 10 28 -6 26 18 15 -1 14 27 -8 21 -11 -4 -20 -21 -14 29 24 -16 -7 -9 -10 -3 -2
right_child=1 5 6 -5 8 25 11 9 13 17 -12 -13 16 -15 23 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010673811105761234 0.00090237868487682486 0.00042352732584820875 0.0011134678373995032 0.00041718590489717492 0.00085868233936184347 0.0002473848584170954 0.00086487281270660637 0.00079655025001621924 0.00059681680418697061 0.00036743938403019914 0.0011053264607326857 0.00073915853539831028 0.00098289908232841684 0.00038878074120862971 0.00062652127999885407 0.00064201736627518124 0.00066239350390705188 0.00052315525422763989 0.0009176481428687976 0.00086908680935282785 0.0006751886631863309 0.00080111921661713058 0.00063551587426998455 0.00072528260102605125 0.0004216207436778966 3.9719228470136246e-05 0.00053999525367044937 0.00080551271854716793 0.0002418833547985636 0.00073420326585313161
leaf_weight=26 46 24 21 74 31 90 574 22 20 94 47 142 41 33 28 29 44 67 967 302 27 86 32 20 50 21 20 43 66 34
leaf_count=26 46 24 21 74 31 90 574 22 20 94 47 142 41 33 28 29 44 67 967 302 27 86 32 20 50 21 20 43 66 34
internal_value=0 0.000448853 0.000856836 0.000632691 0.000723327 0.000364214 0.000883551 0.000423357 0.000618451 0.000482338 0.000911579 0.000832236 0.000843108 0.000580064 0.000619271 0.000854155 0.000809008 0.00043224 0.000904664 0.000901281 0.000853174 0.000859804 0.000775079 0.000542136 0.000495175 0.000208097 0.000674381 0.00073926 0.000290322 0.000830904
internal_weight=0 590 2531 186 422 404 2109 293 225 203 1364 745 197 194 161 603 171 161 1317 1296 329 127 112 98 78 111 42 63 90 80
internal_count=3121 590 2531 186 422 404 2109 293 225 203 1364 745 197 194 161 603 171 161 1317 1296 329 127 112 98 78 111 42 63 90 80
is_linear=0
shrinkage=0.00196078


Tree=6687
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 2 11 2 4 49 1 47 50 39 2 0 1 47 31 13 51 49 16 1 1
split_gain=19.9083 2.63136 2.34224 1.30124 1.25279 0.978066 0.813108 0.735733 0.663418 0.619505 0.511114 0.430246 0.417674 0.349129 0.298578 0.294938 0.273157 0.22833 0.200026 0.19356 0.240621 0.190937 0.180079 0.154266 0.14072 0.139624 0.136745 0.157533 0.156465 0.135344
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.11389000000000002 1.0000000180025095e-35 0.13501500000000002 0.053925000000000008 -0.012034999999999999 0.086105000000000015 0.091680000000000011 0.041865000000000006 0.095830000000000012 0.089005000000000015 -0.11437499999999999 0.12958500000000003 0.077555000000000013 -0.081689999999999985 -1.0000000180025095e-35 -0.10056999999999998 -0.066019999999999981 -0.088909999999999989 0.10089500000000001 0.15964000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 7 11 23 21 -6 22 19 13 -8 -2 -13 26 29 24 -4 -21 -9 25 -3 -10 -1 28 -28 -11 -7
right_child=1 5 6 -5 9 17 12 8 18 16 -12 15 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00096395656626711607 0.00058610070204617932 0.00039932901822923314 0.00093637538003495113 0.00046816124824119044 0.00089343030903102306 0.00022981381368517622 0.00088019572759007593 0.00085841053881003466 0.00042683534378135172 0.00071079801815921502 0.0005548470656913763 0.0011349607909591321 0.00064545564256072822 0.00075817486458009049 0.00085043818844706201 0.00089368136229217891 0.00074254945768803299 0.00039213819464044937 0.00031411065298835359 0.00069555481391794544 0.00089620817524685252 0.0005936987004151531 0.0010019334623024565 0.00023362305153637431 0.000555919024860269 0.00081923809977199938 0.00057692874262559848 0.00039705718905407923 0.00049912456262345411 5.369745369584562e-05
leaf_weight=31 20 36 963 74 28 62 603 22 67 29 22 64 36 106 92 28 31 26 31 25 284 20 33 54 63 148 36 39 25 23
leaf_count=31 20 36 963 74 28 62 603 22 67 29 22 64 36 106 92 28 31 26 31 25 284 20 33 54 63 148 36 39 25 23
internal_value=0 0.000476939 0.000876904 0.000669926 0.000743558 0.000388089 0.000903586 0.00044747 0.000512893 0.000624367 0.000839318 0.00093204 0.000851491 0.000861953 0.000803235 0.00106153 0.000577281 0.000231343 0.000455642 0.000922674 0.000879974 0.000732357 0.000868838 0.000299905 0.000489391 0.000844301 0.000537565 0.000483396 0.000612801 0.000182159
internal_weight=0 590 2531 186 422 404 2109 293 203 188 234 1364 745 709 112 92 160 111 161 1272 309 42 212 90 130 179 129 75 54 85
internal_count=3121 590 2531 186 422 404 2109 293 203 188 234 1364 745 709 112 92 160 111 161 1272 309 42 212 90 130 179 129 75 54 85
is_linear=0
shrinkage=0.00196078


Tree=6688
num_leaves=31
num_cat=0
split_feature=4 3 150 49 2 52 12 149 10 0 34 484 484 15 48 3 3 47 1428 472 15 41 0 0 1444 4 475 15 52 16
split_gain=0.177676 0.06196 0.0436405 0.0487403 0.044439 0.0380197 0.037238 0.0372213 0.0366061 0.0290429 0.0496795 0.0282592 0.0293559 0.0281344 0.027214 0.0274836 0.0263904 0.0244134 0.0333141 0.0464787 0.0232772 0.0339034 0.0398526 0.0467663 0.0282273 0.0480121 0.0274231 0.0565223 0.0342234 0.0326745
threshold=0.27287000000000006 -0.07359499999999998 0.12314500000000002 0.14321000000000003 -0.0091949999999999983 0.12603000000000003 1.0000000180025095e-35 0.07770500000000001 -0.079859999999999987 -0.070154999999999981 -0.085489999999999997 0.096415000000000015 0.093765000000000015 -0.15914499999999995 -0.089099999999999999 0.30112000000000005 0.12745000000000004 0.11043500000000002 0.08653000000000001 -1.0000000180025095e-35 0.11728000000000001 0.088180000000000008 -0.14920999999999998 -0.13455999999999999 -0.083144999999999983 -0.51253999999999988 -0.088274999999999978 -0.0079099999999999986 -0.56176499999999996 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 9 -5 -1 8 -2 -3 -11 12 -10 -8 -6 16 -16 18 20 -20 21 22 -15 -24 -25 -26 27 -27 -28 -30
right_child=7 2 -4 5 14 -7 13 -9 11 10 -12 -13 -14 17 15 -17 -18 -19 19 -21 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=0.0011624760006701477 -0.0016156900602464495 0.0042246513035414475 -0.00096595596781601982 0.0026791868798210529 0.0067282708268612632 -0.0030733127449639143 0.0070546209088501498 0.0050579755367445092 0.0016473382122269291 0.0035724451020359999 -0.0029530766287020277 -0.0016328689797470968 0.0056343219761038205 0.007819150806277651 0.0036781943529041448 0.0014637979670023582 0.0065033375219042816 0.0023188932258034907 0.0036235396564006806 0.0095072983731997428 0.0021773293258705124 0.00051294558209559438 -0.00049688454717397698 0.0006357972009573133 0.0088548723557323687 0.0048034335134505505 0.0081076851561665535 -0.00096513562161346968 0.0045729081305035911 0.0032349488090947609
leaf_weight=38 39 21 24 27 30 20 37 28 241 20 28 24 20 33 598 53 35 62 25 29 52 23 20 20 24 41 25 29 1241 214
leaf_count=38 39 21 24 27 30 20 37 28 241 20 28 24 20 33 598 53 35 62 25 29 52 23 20 20 24 41 25 29 1241 214
internal_value=0 0.00394521 0.00323806 0.00335933 0.00354661 0.000231315 0.00426164 0.00155999 0.0012577 0.0011229 -0.000234109 0.0016509 0.00195285 0.00432445 0.00378018 0.00365125 0.0038344 0.00426949 0.00433758 0.00678334 0.00426089 0.00432576 0.00437901 0.00430867 0.00436897 0.0044164 0.00434768 0.0024136 0.00443916 0.00437612
internal_weight=0 2769 856 832 785 47 1913 352 324 69 48 285 261 1875 716 686 633 1838 1776 54 1722 1670 1647 1614 1594 1574 1550 70 1480 1455
internal_count=3121 2769 856 832 785 47 1913 352 324 69 48 285 261 1875 716 686 633 1838 1776 54 1722 1670 1647 1614 1594 1574 1550 70 1480 1455
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=31
num_cat=0
split_feature=1 12 151 2 2 3 15 2 3 16 2 34 51 1 447 9 49 2 2 49 2 13 16 16 4 16 13 12 0 1
split_gain=0.145913 0.0470756 0.0349765 0.0362315 0.0308712 0.0418064 0.0753165 0.0383959 0.0315753 0.0377605 0.0266961 0.025901 0.025089 0.0338236 0.0246955 0.0726648 0.0226328 0.0232928 0.030822 0.0265884 0.0216514 0.0283375 0.0309407 0.0242925 0.0213098 0.0285564 0.0337136 0.0285594 0.0264341 0.0464949
threshold=0.12000500000000001 0.078300000000000008 0.10365500000000001 0.14122000000000004 -0.0091949999999999983 0.11296500000000002 -0.0058549999999999991 0.093320000000000014 0.0022600000000000003 -0.013024999999999998 0.11548000000000001 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 0.088380000000000014 0.081890000000000004 -0.085174999999999987 0.096540000000000015 0.098035000000000011 -0.050619999999999991 0.10402500000000002 -0.080759999999999985 -0.020119999999999996 0.18438500000000005 0.053180000000000012 -0.45661999999999997 -0.086804999999999979 0.090695000000000012 -0.089964999999999976 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 7 10 8 -6 -10 -7 -1 -2 -14 15 24 -9 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 29 -3
right_child=12 14 -4 -5 5 6 -8 16 9 -11 -12 -13 13 -15 -16 -17 17 18 19 20 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0024233467606827618 0.0045204724286399458 0.0051862720366140517 -0.0012563566976626006 -0.0010793035574765369 0.007029872526432954 0.0052107725906270471 -0.0031374773780743666 0.0059260669549036291 0.0025009321034744833 0.0062575959535833038 0.00092621046530369391 -0.0016314674887563223 0.001378387792180453 -0.0027776694235702357 0.00080719203022973883 0.0092680472754485283 -0.00045630152929912915 0.0066920956660760566 -0.00070048309015956797 0.00080414527716735995 0.00034685204969719051 0.0065129711176268763 0.00054193662557130062 0.0051991635534380173 0.0044539548600084113 -0.00030875630767607113 0.0058075098786503077 0.0022607170037614805 0.0036900225751431027 0.0014872270845211087
leaf_weight=50 23 264 21 22 51 33 26 23 66 45 26 23 290 21 28 24 22 20 22 33 20 41 24 21 83 41 28 120 1571 39
leaf_count=50 23 264 21 22 51 33 26 23 66 45 26 23 290 21 28 24 22 20 22 33 20 41 24 21 83 41 28 120 1571 39
internal_value=0 0.00354528 0.00275134 0.00289952 0.00305983 0.00335523 0.00134662 0.00379527 0.00497023 0.0040239 0.00332266 0.0011458 0.00133345 0.00109775 0.00375803 0.00379611 0.00295304 0.00261619 0.00298965 0.00252971 0.00304097 0.00373734 0.00452582 0.00271531 0.00373491 0.00290778 0.00222877 0.00293173 0.00385496 0.00471016
internal_weight=0 2787 589 568 546 473 85 388 162 111 59 73 334 311 2198 2170 226 203 181 161 139 106 86 45 2146 272 189 148 1874 303
internal_count=3121 2787 589 568 546 473 85 388 162 111 59 73 334 311 2198 2170 226 203 181 161 139 106 86 45 2146 272 189 148 1874 303
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 47 4 14 4 4 0 2 12 2 4 0 52 2 4 3 15 12 2 4 3 10 16 0
split_gain=16.69 2.08534 1.69544 1.35265 1.1544 0.760628 0.624418 0.556523 0.511746 0.37776 0.376129 0.35766 0.29327 0.376452 0.287113 0.281747 0.29127 0.244741 0.194802 0.180121 0.171857 0.171567 0.160357 0.149943 0.143371 0.139483 0.167607 0.132432 0.128649 0.126857
threshold=0.10752500000000002 -0.40967499999999996 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.089570000000000025 0.095330000000000012 0.13082500000000002 -0.17966999999999997 0.076175000000000007 0.40473500000000007 0.23246000000000003 -0.067094999999999988 0.092235000000000025 0.13597000000000004 0.14753000000000002 0.40945500000000007 -0.23194499999999998 1.0000000180025095e-35 0.10381000000000001 0.052250000000000012 -0.13309499999999996 -0.41942499999999994 -0.086254999999999984 0.11389000000000002 -0.064054999999999987 0.013900000000000001 -0.38124499999999995 -0.12029499999999999 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 17 -3 9 15 -6 20 -7 14 13 23 21 16 -5 -1 19 -15 -4 -8 -17 -10 25 -19 -27 -24 -22 -25
right_child=1 3 6 7 8 10 11 -9 12 -11 -12 -13 -14 18 -16 22 -18 24 -20 -21 28 -23 27 29 -26 26 -28 -29 -30 -31
leaf_value=0.00097404045589042428 0.00080409829212980965 0.00041394889015351343 0.00082677579436615323 0.00043676437207442874 0.00080748883551393102 0.0007299742546631676 0.00087854470186733366 0.00050979804170624447 0.00054868405429171578 0.0009985306316929953 0.00042739418001576542 0.00051894171930411278 0.00036778723371707109 0.00057631906288929018 0.00059513692293312274 0.00027272040129259145 0.00024775493843414977 0.00084083620612341486 0.00066731459461152551 0.00037989466235625977 0.00079131199281756617 0.00075917952283251027 0.00020354600681685934 0.00063997588175184589 0.00060263324918505409 0.00077362542272244809 0.00057483114465679342 1.0314910258683893e-05 0.00065942963743521497 0.00085349799739633581
leaf_weight=22 49 186 1381 44 31 56 52 37 20 47 22 25 33 28 38 32 109 69 20 50 105 422 25 20 21 63 22 30 39 23
leaf_count=22 49 186 1381 44 31 56 52 37 20 47 22 25 33 28 38 32 109 69 20 50 105 422 25 20 21 63 22 30 39 23
internal_value=0 0.000416758 0.00078297 0.000381675 0.00066952 0.000482105 0.000805671 0.000285959 0.000573559 0.00082539 0.000644631 0.000747946 0.000536178 0.000570693 0.000759128 0.00025145 0.000302111 0.00077912 0.000494673 0.000450406 0.000820054 0.000772274 0.000162358 0.000688947 0.000754615 0.00077534 0.000722173 9.81472e-05 0.000755594 0.000754185
internal_weight=0 590 2531 541 422 264 2109 277 225 1572 78 537 194 161 512 240 153 197 98 78 1525 474 87 63 175 154 85 55 144 43
internal_count=3121 590 2531 541 422 264 2109 277 225 1572 78 537 194 161 512 240 153 197 98 78 1525 474 87 63 175 154 85 55 144 43
is_linear=0
shrinkage=0.00196078


Tree=6691
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 14 2 42 4 0 52 2 43 160 159 1447 1 4 1 0 3 47 2 1 1 131
split_gain=13.2532 2.35072 1.26906 1.06546 0.819896 0.616029 0.459761 0.422311 0.330725 0.28048 0.259933 0.242982 0.207774 0.190398 0.175986 0.157593 0.135759 0.121209 0.120038 0.142979 0.164056 0.128648 0.128027 0.170498 0.111615 0.110423 0.11285 0.102067 0.100138 0.0981645
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.13082500000000002 0.13501500000000002 0.11474000000000002 0.062655000000000016 0.14285500000000004 -0.076394999999999977 0.27834500000000006 -0.23091999999999999 -0.56176499999999996 -0.090999999999999984 -0.079914999999999986 -0.067824999999999983 0.082585000000000006 -0.082869999999999985 0.083345000000000016 -0.111605 0.085110000000000005 -0.070154999999999981 -0.0025099999999999996 1.0000000180025095e-35 0.10584500000000001 0.16175000000000003 0.090540000000000023 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 25 9 10 13 -6 15 12 -5 -4 -7 -15 -1 -13 -14 19 -16 -21 -22 23 -20 -19 -3 -27 -12 -17 -2
right_child=1 2 6 11 8 7 -8 -9 -10 -11 27 16 17 14 18 28 -18 24 22 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00057426926077288741 0.00078398766161854271 0.00036469410596728084 0.00041662305344447267 0.0007011286406512576 0.00065487053229975603 0.00052884921168579776 0.00047564321144759873 0.00050870738725481909 0.00040069946760752802 0.00088515513935291949 0.00019648388999911345 0.00051855286930625776 0.00037362462660743957 0.00082469997792498353 0.00081158268441951351 0.00075753565690599134 0.00033709282410400145 0.00028652458378175148 0.00076795912632087371 0.00068934038630652061 0.00068175921148779677 0.00050228191088485478 0.00089481818617558951 0.00058884529008671437 0.00013910918561087584 0.00058264678782399965 0.0003832188836645846 4.2479828062678584e-05 0.00071274486396169859 0.00063238505858416645
leaf_weight=20 52 187 39 21 81 25 37 48 26 59 78 51 23 43 33 1088 23 39 84 593 28 34 20 27 40 20 24 21 233 24
leaf_count=20 52 187 39 21 81 25 37 48 26 59 78 51 23 43 33 1088 23 39 84 593 28 34 20 27 40 20 24 21 233 24
internal_value=0 0.000410785 0.000370582 0.000718532 0.000451215 0.000726814 0.000272192 0.000687843 0.000593109 0.000752841 0.000240826 0.000514979 0.000294897 0.000697537 0.000702429 0.00074702 0.000462153 0.000248355 0.000696009 0.000685651 0.000679306 0.000583336 0.00075041 0.000724391 0.000211884 0.000385489 0.000473868 0.000163816 0.000749635 0.000736113
internal_weight=0 691 615 2430 338 2335 277 935 107 1400 240 95 141 887 862 1341 74 102 819 688 655 62 131 111 79 231 44 99 1321 76
internal_count=3121 691 615 2430 338 2335 277 935 107 1400 240 95 141 887 862 1341 74 102 819 688 655 62 131 111 79 231 44 99 1321 76
is_linear=0
shrinkage=0.00196078


Tree=6692
num_leaves=31
num_cat=0
split_feature=4 3 1375 2 120 3 12 0 34 149 10 3 0 52 2 42 0 12 1212 52 12 156 51 4 475 12 12 475 4 150
split_gain=0.215371 0.0685427 0.0443956 0.042235 0.0462017 0.0364022 0.0345609 0.0331212 0.0443495 0.0319644 0.0321367 0.0305294 0.0660659 0.0463337 0.0505841 0.0292165 0.0284852 0.0284317 0.10782 0.0524078 0.045352 0.0314362 0.0493817 0.0757498 0.042127 0.121179 0.0320002 0.0386651 0.0346645 0.0399207
threshold=0.27287000000000006 -0.072624999999999981 -0.27302499999999996 -0.0091949999999999983 1.0000000180025095e-35 -0.073309999999999986 1.0000000180025095e-35 -0.070154999999999981 -0.085489999999999997 0.07770500000000001 -0.079859999999999987 -0.13309499999999996 -0.11991499999999998 0.13796000000000003 0.082275000000000015 0.11649000000000002 -0.055064999999999996 0.083785000000000012 0.040035000000000008 -0.026204999999999996 0.083935000000000023 0.088305000000000008 -0.14283999999999999 -0.013125 -0.085734999999999992 0.087005000000000013 0.084100000000000022 -0.082549999999999998 -0.076779999999999987 0.093200000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 7 15 6 -1 -4 -9 10 -2 13 -13 14 -8 -5 -17 18 19 -14 -19 24 -23 -24 25 -22 -26 -28 -29 -30
right_child=9 2 3 4 -6 -7 11 8 -10 -11 -12 12 17 -15 -16 16 -18 20 -20 -21 21 22 23 -25 26 -27 27 28 29 -31
leaf_value=0.0016627283319585809 -0.0012250835165524712 -0.00063176931192477541 0.0047663434053815549 0.0043148846571537114 -0.00065825309942565155 0.0086506265964682982 0.010294115011181151 0.0037189656501868742 -0.0023209854205619666 0.0049888894194737082 0.0018356000822754332 -0.00075216443561341453 0.0075662069531972527 0.0013153240241808818 0.0056664040670283021 2.5729613844305278e-05 0.0040932172967586668 0.00081280422018608083 0.012123114087929328 0.0022964421197210197 0.013326274748847245 0.0065996992199992138 -0.0019091296376604024 0.0040736306648133163 0.0013036047075209874 0.0030220910608768463 0.0074765558314167577 0.0051325350620647602 0.0039537939502337031 0.0084926400659605852
leaf_weight=38 39 24 21 633 21 23 28 20 31 28 285 23 32 20 151 33 36 32 24 46 21 30 33 59 28 25 49 645 623 20
leaf_count=38 39 24 21 633 21 23 28 20 31 28 285 23 32 20 151 33 36 32 24 46 21 30 33 59 28 25 49 645 623 20
internal_value=0 0.0043734 0.00360569 0.00373362 0.00396363 0.00469583 0.00464863 0.00142392 4.76228e-05 0.00174732 0.00146718 0.0047087 0.00457075 0.00588024 0.00639029 0.00410189 0.0021479 0.00464419 0.00626186 0.0044584 0.00453875 0.00461653 0.00307651 0.00192764 0.00474969 0.00772617 0.00464938 0.00471945 0.00461456 0.00409497
internal_weight=0 2769 819 795 723 1950 1927 72 51 352 324 1889 1690 199 179 702 69 1667 102 78 1565 1533 122 92 1411 46 1365 1337 1288 643
internal_count=3121 2769 819 795 723 1950 1927 72 51 352 324 1889 1690 199 179 702 69 1667 102 78 1565 1533 122 92 1411 46 1365 1337 1288 643
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=31
num_cat=0
split_feature=1 2 0 4 1446 2 13 48 48 11 11 52 2 3 12 43 2 1424 483 484 16 1429 13 12 12 160 48 4 52 43
split_gain=0.178911 0.0497493 0.0375127 0.0491671 0.0318523 0.0373965 0.0339705 0.0314867 0.0505882 0.0297209 0.0721323 0.058139 0.0393482 0.0294909 0.0396247 0.0254861 0.0243865 0.0246408 0.0257759 0.0428335 0.0367417 0.05948 0.0825281 0.0430746 0.0443532 0.036618 0.0342366 0.0333508 0.0321568 0.0321362
threshold=0.11846000000000002 0.10188000000000001 -0.13455999999999999 0.42642000000000008 0.10734500000000001 0.15361500000000003 -0.11122999999999998 -0.065739999999999979 0.078735000000000013 0.080455000000000013 0.085155000000000022 -0.020999999999999994 -0.0091949999999999983 0.31370500000000007 -0.42850999999999995 -0.080419999999999978 0.10097500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.023814999999999996 0.19444000000000003 0.084770000000000012 -0.01163 0.092465000000000006 0.097575000000000009 0.05259500000000001 -0.088719999999999979 -0.39518999999999993 -0.069804999999999992 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 5 6 -4 -3 -9 12 -11 -12 15 -2 -15 -1 17 18 19 25 21 26 29 -22 -25 -14 -20 -28 -27 -23
right_child=13 2 4 -5 -6 -7 -8 8 -10 10 11 -13 16 14 -16 -17 -18 -19 20 -21 23 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.00040182113057792024 0.0020920692422208309 0.0042621611800751896 0.00086720732160756604 0.0063731411693706405 -0.00028814868535846476 -0.00013798846174841342 0.0042544788904545598 -0.0034129983751671929 0.0016010872539318575 0.010131504354233455 0.0074811209132894883 3.1533418223261833e-05 0.0014458405263212627 0.0026927735875634587 -0.0016350600718786673 0.0039014367038984542 0.007669012565165759 0.0076513538602739576 0.0083943654487666202 0.0079904863737862222 0.0037705578682996504 0.006759897088631988 -0.0035609762067906562 -0.0025375500113503742 0.0034625325859947639 0.0037493694655816347 0.0080953702161257919 0.0041735361976659195 0.0075922307337781313 0.001829565716429781
leaf_weight=46 268 27 32 21 20 23 396 26 89 28 20 22 32 34 56 38 20 20 20 44 89 20 23 28 22 51 22 1507 38 39
leaf_count=46 268 27 32 21 20 23 396 26 89 28 20 22 32 34 56 38 20 20 20 44 89 20 23 28 22 51 22 1507 38 39
internal_value=0 0.00394203 0.00316445 0.00185689 0.00361696 0.00379013 0.00400122 0.00118899 0.000467468 0.00417359 0.00619998 0.00357896 0.0041047 0.0015661 -1.00689e-07 0.00198498 0.00419485 0.00415931 0.00412322 0.00531861 0.00401178 0.00414479 0.0015201 0.00245111 0.000102486 0.00434702 0.00428373 0.00422997 0.00539014 0.00350086
internal_weight=0 2763 634 163 471 451 428 142 115 2129 70 42 2059 358 90 84 1975 1955 1935 165 1770 1631 82 139 50 121 1549 1529 89 59
internal_count=3121 2763 634 163 471 451 428 142 115 2129 70 42 2059 358 90 84 1975 1955 1935 165 1770 1631 82 139 50 121 1549 1529 89 59
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 47 1 2 1 4 1 0 52 1 0 159 1 4 3 0 50 16 4 49 158 49
split_gain=14.0253 2.55019 1.42235 1.15406 1.09154 0.661825 0.487559 0.43755 0.3835 0.371866 0.356565 0.353431 0.208707 0.169694 0.176972 0.159745 0.146675 0.123961 0.11126 0.0962882 0.123834 0.119661 0.0929656 0.107125 0.23453 0.084036 0.0830386 0.0792843 0.0761217 0.0701051
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.15964000000000003 -0.17966999999999997 0.11669000000000002 -0.23051499999999997 -0.56176499999999996 0.091195000000000012 0.18019500000000002 0.082585000000000006 0.086920000000000011 -0.0039549999999999993 0.090900000000000009 -0.075934999999999989 0.088425000000000017 0.11346000000000002 -0.036839999999999991 -0.017229999999999999 0.083705000000000016 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 13 7 27 8 11 12 -5 17 -4 -3 -15 -13 -17 22 19 20 21 -18 23 -1 -25 -7 -2 -6 -21 -12
right_child=1 2 9 10 6 25 -8 -9 -10 -11 29 15 -14 14 -16 16 18 -19 -20 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00080012369940306511 0.00081543917430700887 0.00056216957084104127 0.00024800518129350374 0.00070217955930560242 0.00058149072286837241 0.00045841364527112756 0.0004282794195209064 0.00049133566386645755 0.00089920581545399017 0.00048991268992869231 0.00051082933994038018 0.0005679957468208729 6.7983448250922575e-05 0.00042173697133767471 0.00032427531837509935 0.00084878633107108388 0.0007533977929458438 0.00074110133096591969 0.0005867995708888652 0.00084345561524896788 0.00061535291219743152 0.00069644912672456164 0.00069709528137625054 0.00059680853014677955 0.00086698296691189297 0.00062307248744593161 0.00067050001617907141 0.00072217019531578216 0.00074324401046096803 0.0003770010010525314
leaf_weight=1028 55 21 123 34 20 26 40 22 84 21 34 22 31 166 126 43 381 216 20 51 37 226 38 30 21 22 21 67 68 27
leaf_count=1028 55 21 123 34 20 26 40 22 84 21 34 22 31 166 126 43 381 216 20 51 37 226 38 30 21 22 21 67 68 27
internal_value=0 0.00043654 0.000394665 0.000753125 0.000454134 0.000761744 0.000607452 0.000766526 0.000769199 0.000245145 0.000541277 0.000764192 0.000211767 0.000391925 0.000379682 0.000732897 0.000737289 0.0007841 0.000731166 0.00073495 0.000725482 0.000732195 0.000792415 0.000795772 0.000708057 0.000533882 0.00077539 0.00068983 0.000786192 0.000451594
internal_weight=0 691 615 2430 440 2335 127 2287 2265 175 95 2181 154 313 292 848 826 1333 783 763 644 607 1117 1079 51 48 76 87 119 61
internal_count=3121 691 615 2430 440 2335 127 2287 2265 175 95 2181 154 313 292 848 826 1333 783 763 644 607 1117 1079 51 48 76 87 119 61
is_linear=0
shrinkage=0.00196078


Tree=6695
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 1 4 2 2 0 49 1 4 150 4 12 3 3 4 3 47 475 1 4 0 0 12
split_gain=25.8144 4.01104 2.63271 1.92986 1.65706 1.31444 0.785419 0.707423 0.608597 0.532704 0.52488 0.472074 0.431509 0.711943 0.455736 0.421737 0.370828 0.32504 0.269111 0.246862 0.242695 0.240948 0.22608 0.203521 0.196769 0.1681 0.142791 0.135521 0.132986 0.140357
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.40473500000000007 0.14960000000000004 0.16394500000000004 -0.10607499999999999 0.082865000000000008 0.085605000000000014 0.0082450000000000006 1.0000000180025095e-35 0.40945500000000007 0.08815000000000002 0.30112000000000005 0.0068900000000000012 -0.52556499999999995 -0.13927999999999999 0.090100000000000013 -0.081364999999999979 0.14262000000000002 -0.036839999999999991 -0.14454499999999995 0.13134000000000004 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 12 -4 -5 -6 16 17 13 14 27 18 24 19 21 20 -9 -14 -23 -3 -7 -13 -2 -1 29 -26
right_child=1 2 7 8 9 10 -8 11 -10 -11 -12 25 15 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00096020064390528838 0.00092827079868784137 0.00038664861227528555 0.00055084764047176051 0.00081190904333860959 0.00080819417824264323 0.00094520180554839622 0.0010963545255520172 0.0003176542143455366 0.00048639423406946392 0.000492153894798509 0.00051573428970116833 0.00018890421916795377 0.0011460517551384721 0.0010350376578587592 0.00059520106866448291 0.00078464446316837001 0.00058081139219936986 0.00019936919073080587 0.00088762515804661525 0.00019488914091014812 0.00060629056371838881 0.00073252357785997819 0.00093876569376589417 0.00055123668555019916 0.00082977273971962561 -2.1799353050550711e-05 0.00074427615291152902 0.00076287857487377731 0.00066226096641199266 0.00070936682524063571
leaf_weight=23 50 192 26 34 70 42 79 24 63 29 26 24 21 36 57 104 27 121 780 21 21 21 759 34 277 37 24 32 24 43
leaf_count=23 50 192 26 34 70 42 79 24 63 29 26 24 21 36 57 104 27 121 780 21 21 21 759 34 277 37 24 32 24 43
internal_value=0 0.000437923 0.000384718 0.000871528 0.000504076 0.000882711 0.000904927 0.000243143 0.000600492 0.000715617 0.000785953 0.000210884 0.000896677 0.000795166 0.000718064 0.000905593 0.000802965 0.000259744 0.000913549 0.000370431 0.000452351 0.000938793 0.000933213 0.00041141 0.000818504 6.11004e-05 0.000868597 0.000845395 0.000803035 0.000813593
internal_weight=0 673 599 2448 325 2351 1912 274 97 99 439 248 1833 148 112 1685 413 187 1581 66 45 801 780 226 386 61 74 55 344 320
internal_count=3121 673 599 2448 325 2351 1912 274 97 99 439 248 1833 148 112 1685 413 187 1581 66 45 801 780 226 386 61 74 55 344 320
is_linear=0
shrinkage=0.00196078


Tree=6696
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 1 2 2 4 52 1 2 1 52 2 0 47 131 12 3 15 1 3 4 13
split_gain=21.9602 3.74719 2.24223 1.88644 1.30183 1.20667 0.846294 0.658117 0.620937 0.598439 0.542118 0.424114 0.365644 0.297669 0.196375 0.191674 0.355776 0.187206 0.161278 0.14865 0.161509 0.141247 0.113745 0.111268 0.109237 0.10507 0.138902 0.10481 0.0906361 0.0892951
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.14285500000000004 0.40945500000000007 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.090540000000000023 -0.16675999999999999 0.098630000000000009 -0.010949999999999998 0.090100000000000013 0.09031500000000002 0.11734000000000001 0.0022600000000000003 -0.41396999999999995 0.14262000000000002 -0.017889999999999996 0.022185000000000003 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 21 6 7 11 -6 12 -5 17 13 -4 -13 19 -17 -1 -9 -16 23 24 -2 28 -3 -14 -27 -15 -21 -19
right_child=1 2 9 10 8 -7 -8 18 -10 -11 -12 14 25 27 15 16 -18 29 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00085546856695641776 0.00089007242674821608 0.00032329689912894923 0.0003924435858198132 0.00073945066808898008 0.00075563738826944045 0.00051124352038064915 0.00045907623712825615 0.00084452106453040065 0.00041442633385469657 0.00046020540130923334 0.00043222840760602337 0.00091468388478480652 0.00017694410595629545 0.00028884873649004991 0.00081524988254548828 0.00048364116449007492 0.00078231690599180547 0.00081026374682497413 0.0010458725295275405 0.00082067669454413661 0.00062931842274136017 0.00050253838584291065 0.00072416341041817384 0.00066297444963213923 0.00041734773998615464 0.00014658512067276702 -4.5440400116681275e-05 0.00015210787976930939 0.00074731267673790723 0.00070061549739120833
leaf_weight=1092 47 106 43 34 70 48 24 20 29 37 63 45 41 32 418 23 46 212 65 142 33 34 24 31 86 28 30 66 119 33
leaf_count=1092 47 106 43 34 70 48 24 20 29 37 63 45 41 32 418 23 46 212 65 142 33 34 24 31 86 28 30 66 119 33
internal_value=0 0.000407957 0.00035771 0.000807884 0.000468187 0.000818941 0.000825354 0.000829211 0.000655687 0.00022809 0.000539915 0.000822652 0.000192305 0.000256435 0.000788602 0.000781614 0.000682758 0.000844479 0.000998496 0.000790795 0.000759342 0.000386052 0.000833991 0.000774036 0.000365424 0.000100968 4.72616e-05 0.000196758 0.000787227 0.000795495
internal_weight=0 673 602 2448 325 2351 2303 2279 99 277 97 2194 240 141 857 812 69 1337 85 743 325 226 71 292 192 99 58 98 261 245
internal_count=3121 673 602 2448 325 2351 2303 2279 99 277 97 2194 240 141 857 812 69 1337 85 743 325 226 71 292 192 99 58 98 261 245
is_linear=0
shrinkage=0.00196078


Tree=6697
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 11 1 2 34 11 1 4 43 4 1 16 52 16 12 4 52 47 3 43 3
split_gain=9.82251 1.70884 1.04854 0.762182 0.598667 0.548335 0.350505 0.321744 0.296148 0.271911 0.244095 0.211062 0.202076 0.175478 0.125763 0.17176 0.218346 0.143479 0.119264 0.110516 0.110504 0.119951 0.100993 0.0892895 0.0860143 0.0810633 0.0816603 0.0768315 0.0755047 0.12109
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.13082500000000002 0.11474000000000002 1.0000000180025095e-35 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.14792499999999997 0.27834500000000006 0.090540000000000023 0.19444000000000003 -0.14765999999999999 -0.11676499999999999 0.086210000000000023 0.23246000000000003 0.12492500000000002 0.090100000000000013 1.0000000180025095e-35 0.05259500000000001 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 7 10 12 24 19 -5 13 -4 15 20 -17 -16 -15 -1 21 -9 -14 -12 -6 26 27 -3 -23 -30
right_child=1 2 8 11 9 -7 -8 14 -10 -11 23 -13 22 18 17 16 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00064529965008604132 0.00062270084087486042 0.00026455280440250786 0.00014308024166240145 0.00056189317170277054 0.00061280580653863797 0.00040985991658731911 0.00037531788765333274 0.00071930415990973718 0.00038489724485234222 0.00032109422394839093 0.00082394327804501501 0.00036909992940429318 0.00018341518921910651 0.0003892096369264775 0.00053023993655914019 0.00061781438654724111 0.00037590395185557724 0.00071939310427954098 0.00024260245462238682 0.00059882140454373567 0.00055047956225033395 0.00061479854210506706 5.706829833001836e-05 0.00067225397100635598 0.00048000074533465636 0.00044910882910092673 0.00041169831381991721 0.00034476334319886049 0.00042064449512491038 0.00058524588422927007
leaf_weight=1090 76 96 45 34 50 48 22 35 37 23 37 61 56 32 21 26 32 58 64 240 165 394 43 25 30 20 31 88 20 122
leaf_count=1090 76 96 45 34 50 48 22 35 37 23 37 61 56 32 21 26 32 58 64 240 165 394 43 25 30 20 31 88 20 122
internal_value=0 0.000345323 0.000311045 0.000610262 0.000384339 0.000617266 0.000621619 0.000624012 0.000221611 0.000508985 0.000642519 0.0004381 0.000196438 0.000244113 0.000594502 0.000587079 0.000484347 0.000669112 0.000291472 0.000636913 0.000595174 0.00060809 0.000128537 0.000762778 0.000563004 0.000329707 0.000318599 0.000302914 0.000600827 0.000562063
internal_weight=0 691 615 2430 338 2335 2287 2265 277 103 1392 95 240 141 873 794 58 79 96 1330 736 571 99 62 80 235 215 184 536 142
internal_count=3121 691 615 2430 338 2335 2287 2265 277 103 1392 95 240 141 873 794 58 79 96 1330 736 571 99 62 80 235 215 184 536 142
is_linear=0
shrinkage=0.00196078


Tree=6698
num_leaves=31
num_cat=0
split_feature=4 3 150 52 49 13 43 149 12 0 160 49 12 133 14 16 4 12 159 43 49 42 160 13 15 2 3 0 481 13
split_gain=0.391831 0.128533 0.074674 0.072266 0.0649955 0.0595934 0.063076 0.05896 0.0517617 0.0483158 0.0413448 0.0394619 0.0389853 0.0340312 0.033342 0.0713714 0.0349342 0.0736558 0.0526802 0.0417142 0.0325998 0.0357276 0.0353914 0.0463824 0.0371162 0.0295713 0.028672 0.0545902 0.0412395 0.0426288
threshold=0.36766000000000004 -0.065819999999999976 0.093625000000000014 0.5140450000000002 -0.054984999999999992 -1.0000000180025095e-35 0.016310000000000002 0.07770500000000001 -0.12529499999999996 -0.14116499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.46166999999999997 -0.11118499999999999 0.50996500000000011 0.10124000000000001 0.10620500000000001 -0.0064299999999999991 0.11707000000000002 0.08623500000000002 0.083670000000000008 -0.0093149999999999986 -1.0000000180025095e-35 0.10467500000000002 -0.13309499999999996 -0.13027499999999997 -0.051484999999999996 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 9 6 8 14 -3 -4 13 -12 25 -7 -2 16 17 -16 19 -18 21 22 24 -24 -10 -1 28 -28 -14 -30
right_child=7 2 4 -5 -6 10 -8 -9 20 -11 11 -13 26 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0058441411005333071 0.0039196151842620097 0.0074611422059864835 0.0075637617718894035 -0.0002415800641756505 -0.0026967486407121887 0.0061197584628340943 0.0066138798300323367 0.006643434530296536 0.0030126778914935284 0.0014914824872424729 0.0058178896314563687 0.010972854347500923 0.0033301797609593372 0.0020493006274552063 0.0018523820850003343 -0.0036999564989505769 0.0025391072966158392 -0.0046106030234590268 -0.00015179475095854808 0.0079059160896576951 -0.00036007405187074961 0.0056751758120406198 0.006978862248706719 0.0009306096531612898 -0.0013257655101673058 0.00040619207196868957 0.0012025323146107522 0.0062138879157154717 0.0099599618783507218 0.0067458136747920866
leaf_weight=20 58 29 20 25 23 192 89 27 49 38 27 33 22 23 110 26 30 21 28 28 26 51 32 21 33 20 22 1820 65 113
leaf_count=20 58 29 20 25 23 192 89 27 49 38 27 33 22 23 110 26 30 21 28 28 26 51 32 21 33 20 22 1820 65 113
internal_value=0 0.00582051 0.00465966 0.00502713 0.00180156 0.00524485 0.00433884 0.00216689 0.00349868 0.00358537 0.00633205 0.00865312 0.00621694 0.00568431 0.00176534 0.00125115 0.00184437 0.000816331 0.00341033 0.00512998 0.00295665 0.00342028 0.00256842 0.00458238 0.00126672 0.00312517 0.00627751 0.00615403 0.00741469 0.00791952
internal_weight=0 2793 711 630 81 605 330 328 241 58 275 60 2082 215 301 243 217 131 86 58 212 186 135 53 82 40 2042 1842 200 178
internal_count=3121 2793 711 630 81 605 330 328 241 58 275 60 2082 215 301 243 217 131 86 58 212 186 135 53 82 40 2042 1842 200 178
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 2 1 2 12 14 0 52 49 2 4 0 16 11 0 2 39 0 4 3 15 2
split_gain=19.4662 2.53245 1.9503 1.23984 1.11328 0.914754 0.710637 0.627408 0.589746 0.434817 0.373028 0.348646 0.332649 0.330147 0.306035 0.28221 0.245461 0.241977 0.223008 0.197009 0.25393 0.192301 0.204273 0.181779 0.180364 0.176349 0.187499 0.171303 0.16603 0.163106
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 0.10124500000000002 0.098035000000000011 0.11734000000000001 0.076175000000000007 -0.071339999999999987 0.056145000000000007 -0.012034999999999999 0.092235000000000025 0.053180000000000012 -0.11173999999999999 -0.43320999999999993 0.080455000000000013 -0.072894999999999988 0.14530500000000005 0.095830000000000012 -0.23194499999999998 -0.064054999999999987 0.013900000000000001 -0.037864999999999989 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 7 13 24 -5 -9 14 25 18 19 17 -7 -2 -10 21 20 -4 22 -8 -11 -3 -1 -27 -28 -13 -14
right_child=1 5 6 8 -6 15 12 9 10 23 -12 28 29 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010712455662470015 0.00057803459027234245 0.00039561235747647051 0.00089423393334995128 0.0008877758801473537 0.00046497998151100997 0.00012165948474051133 0.00088338097717023613 0.00069465986080748641 0.00081407555512019562 0.00049220944950034002 0.00049915667129154162 0.00083165034736582628 0.00083208741776233473 0.0010747766346120469 0.00045327824956449845 0.00035034361370729611 0.00081770850563039161 0.00060854129936071296 0.00077186355956425964 0.00091104255141669988 0.00062150107114032312 0.0009712974546976338 0.00080816276601048743 0.00028982372723178925 0.00026276199856294959 0.00096208482508745668 0.00087712147072249768 0.00065842714146767455 0.00063030687240682838 0.00065711484268340156
leaf_weight=21 20 95 35 31 74 59 365 39 49 91 85 31 33 46 20 32 92 40 115 1156 21 60 224 21 67 52 40 21 32 54
leaf_count=21 20 95 35 31 74 59 365 39 49 91 85 31 33 46 20 32 92 40 115 1156 21 60 224 21 67 52 40 21 32 54
internal_value=0 0.000462279 0.000857778 0.000736099 0.000651604 0.000375114 0.000882125 0.000425423 0.00063665 0.000516352 0.000596522 0.000849682 0.000838364 0.000911729 0.000672449 0.000202076 0.00077491 0.000721701 0.000851446 0.00090554 0.000791959 0.000865548 0.000854775 0.000454262 0.000340668 0.000906242 0.000875577 0.000801833 0.000729381 0.000723484
internal_weight=0 590 2531 422 186 404 2109 313 225 151 194 197 851 1258 109 91 112 89 764 1212 56 649 589 112 162 134 113 61 63 87
internal_count=3121 590 2531 422 186 404 2109 313 225 151 194 197 851 1258 109 91 112 89 764 1212 56 649 589 112 162 134 113 61 63 87
is_linear=0
shrinkage=0.00196078


Tree=6700
num_leaves=31
num_cat=0
split_feature=1 12 1 47 16 12 402 14 15 157 10 3 10 0 52 16 2 1 4 159 0 4 15 15 43 48 1420 12 12 1210
split_gain=0.397918 0.107371 0.0707743 0.0468983 0.0414411 0.0404471 0.0395931 0.0358456 0.0435205 0.0364887 0.0348201 0.0553775 0.0516003 0.0346547 0.0300803 0.0428781 0.0361319 0.0334264 0.029899 0.0462446 0.0315146 0.0298948 0.0898778 0.0273878 0.0293998 0.0266212 0.0258772 0.0291124 0.0656272 0.0340898
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 -0.072359999999999994 0.099815000000000015 0.09388500000000001 -0.10708499999999999 -0.44764999999999994 -0.078969999999999985 -0.079859999999999987 -0.13309499999999996 -0.3960249999999999 -0.23091999999999999 -0.065544999999999978 -0.39185999999999993 0.14019000000000004 0.13501500000000002 0.057560000000000007 0.014475000000000003 -0.05208999999999999 -0.064054999999999987 -0.03241999999999999 -0.0040799999999999994 -0.090299999999999991 0.12118000000000002 -0.084814999999999988 0.097575000000000009 0.096990000000000007 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 6 25 26 10 -4 -9 -10 12 -12 -2 -1 -13 17 -17 -16 19 -7 -20 -15 -23 24 -11 -5 -3 28 29 -28
right_child=3 5 7 4 -6 18 -8 8 9 23 11 14 -14 21 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0098541917218624257 0.002819504544493698 0.009034400496229127 0.006807952817227389 0.0044769228529185062 0.0057952118243256049 0.005281357405610451 -0.0025347942868912863 -0.00087959813175811667 0.00062775828409940011 0.0071497985135508882 0.0075480749364942312 -0.0004940579951691784 -0.0042778018815442928 0.0072840644499390485 0.0036398553729264276 0.0076068591138419633 0.0021004542920061132 -0.00039114371502364521 0.0021607654679891707 0.0092544357292354117 0.0065933907768972542 0.0063589148374280499 -0.00045243088299265271 0.0058721033987644156 0.0032004066889108488 -0.00046299221000178177 0.0062778103540795452 0.008361767339353848 0.0014795978956889096 0.0087869118815953173
leaf_weight=23 21 37 37 20 62 261 21 21 32 21 20 38 20 72 36 26 22 48 53 33 23 76 26 72 184 24 1638 70 28 56
leaf_count=23 21 37 37 20 62 261 21 21 32 21 20 38 20 72 36 26 22 48 53 33 23 76 26 72 184 24 1638 70 28 56
internal_value=0 0.0059081 0.00467719 0.00236477 0.00412953 0.0062238 0.00162245 0.00385647 0.00352554 0.00382492 0.00200039 0.00257071 -0.000642596 0.00620616 0.00198514 0.00269885 0.00508309 0.00133643 0.00527027 0.00572732 0.00350222 0.00572395 0.00462269 0.00419427 0.00360498 0.00178242 0.0064167 0.00636265 0.00628139 0.00636076
internal_weight=0 2763 564 358 106 2199 252 367 330 309 231 190 41 197 170 132 48 84 370 294 76 174 102 277 205 44 1829 1792 1722 1694
internal_count=3121 2763 564 358 106 2199 252 367 330 309 231 190 41 197 170 132 48 84 370 294 76 174 102 277 205 44 1829 1792 1722 1694
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 0 1 1 2 47 12 15 4 1 1 0 4 0 4 52 15 52 51 1 0 16 12
split_gain=21.0786 3.63382 1.99538 1.7551 1.48011 1.00111 0.721425 0.665917 0.481985 0.50197 0.455167 0.446893 0.419045 0.268921 0.260838 0.25675 0.254598 0.25272 0.22216 0.222115 0.247948 0.303773 0.210217 0.172183 0.15975 0.222276 0.234619 0.155954 0.221531 0.152036
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 -0.10607499999999999 0.085605000000000014 0.09253500000000002 0.13501500000000002 0.13082500000000002 0.087765000000000024 -0.095869999999999983 -0.17966999999999997 0.11669000000000002 0.15022500000000003 -0.15202999999999997 -0.51843499999999987 -0.075934999999999989 -0.27825499999999997 -0.56176499999999996 -0.03241999999999999 0.0031350000000000002 -1.0000000180025095e-35 0.094825000000000007 -0.064339999999999994 0.083160000000000026 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 8 29 9 18 -5 22 17 19 -11 -3 -17 -4 -1 -10 -21 -22 -7 -20 25 -24 -27 -15 -29 -6
right_child=1 2 12 10 7 11 -8 -9 13 14 -12 -13 -14 27 -16 16 -18 -19 23 20 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010802486293456134 0.00093060980048280503 0.00068354404433156491 0.0003211491118205608 0.0008347762999959471 0.00093730305440527424 0.0010118275898000635 0.0011322241395681143 0.00051571341176681661 0.001172121802743187 0.00085843604331893792 0.00055165502578930165 0.0006642800538946747 0.00055887266179593671 0.00092924051313662598 0.00058883017433805282 0.000509517492707524 0.00039261891395015917 0.00015395865539627034 0.00094741347123260928 0.0009773453605281977 0.00096536785558937416 0.0006620246090273806 0.00088040251292291277 0.00073178254640082904 0.0008934778867954944 0.00080237336018506222 0.00058475742737452182 0.0006568008456744399 0.00093128945493050827 0.00076342283132875837
leaf_weight=25 76 21 101 34 29 34 76 40 21 22 61 48 21 829 37 166 126 53 35 703 30 22 98 24 180 80 25 20 26 58
leaf_count=25 76 21 101 34 29 34 76 40 21 22 61 48 21 829 37 166 126 53 35 703 30 22 98 24 180 80 25 20 26 58
internal_value=0 0.000526124 0.000476139 0.000914234 0.000546575 0.000924863 0.000945109 0.000725109 0.000937182 0.000827977 0.000652983 0.000843445 0.000299041 0.000946641 0.000689361 0.000474135 0.000459075 0.00026361 0.000925339 0.000973214 0.000967681 0.00083703 0.000864068 0.000859699 0.000850951 0.000813243 0.00075056 0.000923074 0.000811947 0.000821383
internal_weight=0 691 615 2430 440 2335 1870 127 1794 143 95 465 175 1651 59 313 292 154 84 776 755 52 417 59 383 203 105 875 46 87
internal_count=3121 691 615 2430 440 2335 1870 127 1794 143 95 465 175 1651 59 313 292 154 84 776 755 52 417 59 383 203 105 875 46 87
is_linear=0
shrinkage=0.00196078


Tree=6702
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 1 39 2 123 2 4 2 14 49 150 2 1 1 50 2 4 1 11 2 2 3 52 1 4 0
split_gain=29.9789 5.16949 2.36189 2.10513 1.69887 1.21833 1.02877 0.892319 0.856196 0.794682 0.786826 0.742168 0.694756 0.506096 0.450021 0.414792 0.360819 0.341197 0.313725 0.305781 0.26114 0.244534 0.200124 0.199247 0.18219 0.181464 0.161951 0.161019 0.160334 0.208089
threshold=0.10508500000000001 -0.059315 0.098630000000000009 0.27834500000000006 0.14285500000000004 0.089770000000000016 0.056590000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.13501500000000002 0.076975000000000002 -0.054984999999999992 1.0000000180025095e-35 0.090425000000000019 0.12408500000000001 0.13075500000000004 0.041865000000000006 0.088850000000000012 -0.51843499999999987 0.12000500000000001 1.0000000180025095e-35 -0.013254999999999998 0.11411 -0.10519499999999998 0.40674500000000008 0.14754500000000001 -0.46376499999999993 -0.07384499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 12 15 21 11 -9 -11 14 19 -2 22 25 -12 24 27 26 -21 -3 -4 -8 -5 -7 28 -6 -1 -30
right_child=1 4 8 17 18 6 23 9 -10 10 16 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012805468408890021 0.0007018465350262142 0.00051852621844196639 0.00098333098017219095 0.0008041619127538023 0.00026859595928055061 0.00086433652346652864 0.00055826800631013124 0.0008940254492697372 0.0006545781422464496 0.00092240179724553055 0.00056221412555992325 0.00072552484180169559 0.0012920006912223358 0.0010191470812001041 0.00074676129223301532 0.00077635203323820061 0.00036239805214010966 0.00038029255499162412 0.00043980154253789653 0.0012800222985884723 0.0010517169199545302 0.00030502375609291779 0.0011171005353206344 0.00082528492014144613 0.00057763160047645296 0.001053717057704837 0.00095580601453374619 9.6465938462504138e-05 0.0011226117111927066 0.00092038755031193008
leaf_weight=24 23 30 351 21 48 21 21 30 39 20 142 48 74 121 29 25 46 24 26 20 522 66 49 22 39 264 23 37 896 20
leaf_count=24 23 30 351 21 48 21 21 30 39 20 142 48 74 121 29 25 46 24 26 20 522 66 49 22 39 264 23 37 896 20
internal_value=0 0.000584486 0.00105176 0.000824567 0.000461478 0.00108324 0.000979097 0.00053132 0.000933909 0.000595687 0.000552657 0.000956747 0.00110652 0.000968467 0.000982618 0.00101852 0.000513323 0.000577882 0.000251321 0.0010974 0.00106014 0.000371743 0.000999718 0.000694881 0.000656917 0.00103976 0.00111836 0.000193669 0.00112234 0.0011182
internal_weight=0 673 2448 228 445 1932 353 334 516 238 208 477 1579 144 429 310 188 84 111 1505 542 96 400 43 60 285 963 85 940 916
internal_count=3121 673 2448 228 445 1932 353 334 516 238 208 477 1579 144 429 310 188 84 111 1505 542 96 400 43 60 285 963 85 940 916
is_linear=0
shrinkage=0.00196078


Tree=6703
num_leaves=31
num_cat=0
split_feature=1 52 1 52 4 2 33 50 1447 0 13 16 393 4 13 16 16 16 42 42 16 3 2 1 159 0 12 484 151 16
split_gain=0.522793 0.130124 0.0742647 0.060182 0.0536193 0.0499928 0.0468727 0.0494685 0.0396784 0.0396332 0.0372796 0.0353783 0.0561113 0.0529232 0.03994 0.0353685 0.034507 0.0525217 0.081066 0.0612293 0.0455741 0.0360699 0.0370023 0.0409712 0.0320006 0.043323 0.03003 0.0287849 0.0412615 0.0277425
threshold=0.10337500000000001 -0.40967499999999996 0.14860500000000001 0.19022000000000003 0.40124500000000002 0.090175000000000019 0.078905000000000017 -0.35497999999999996 -0.082869999999999985 -0.019414999999999998 -0.14179999999999995 -0.45661999999999997 0.086855000000000016 0.057560000000000007 -0.16152999999999998 -0.25582999999999995 0.0047850000000000011 0.083160000000000026 0.086950000000000013 0.086555000000000007 -0.0007049999999999999 -0.053259999999999995 0.079055000000000014 0.085605000000000014 0.083870000000000014 -0.080499999999999988 0.13597000000000004 0.056480000000000009 -0.086769999999999986 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 10 7 -3 -7 15 -1 -10 13 14 -13 -4 20 18 -18 -19 21 29 -23 -24 26 -26 27 28 -16 -12
right_child=1 2 9 -5 -6 8 -8 -9 11 -11 16 12 -14 -15 24 -17 17 19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010693879306449423 0.007603770199542244 0.0081417490993044347 -0.00051060081247917633 0.0068213629238612827 0.0021392439915375277 0.0094656438990072776 0.0077158150523900992 0.0030607330268814436 0.008484841725235252 -0.0027116348680395349 0.0082036439309908921 0.0025797929594536194 0.00097024211892858157 0.0044228444248816468 0.002472165981307626 0.0052998111683700702 0.00077693311661179807 0.0097208201433620738 0.0069780453412356426 0.0045738955365346844 0.01031762190717112 0.0029288510600214497 0.0093303290414897839 0.0039975218046456578 0.011399725788985106 0.0067136041859680029 0.0030952857515027673 0.0085588008452410977 0.0066443951719395173 0.0071723759638686116
leaf_weight=35 87 20 22 61 22 44 25 457 74 26 453 23 20 123 25 20 37 59 49 38 58 34 34 25 34 47 24 73 457 615
leaf_count=35 87 20 22 61 22 44 25 457 74 26 453 23 20 123 25 20 37 59 49 38 58 34 34 25 34 47 24 73 457 615
internal_value=0 0.00397824 0.00347837 0.0038554 0.00705344 0.00709884 0.00349499 0.00327377 0.00653349 0.000356772 0.00747023 0.00639014 0.00620248 0.00633232 0.00667619 0.00225626 0.00738976 0.00610933 0.00431012 0.0077045 0.00758198 0.00744532 0.00555645 0.00707066 0.00681894 0.00868062 0.0065585 0.00670826 0.00642799 0.0076098
internal_weight=0 718 631 563 2403 2381 502 477 944 68 1437 900 826 806 683 42 1402 183 86 97 1219 1161 93 59 660 81 579 555 482 1068
internal_count=3121 718 631 563 2403 2381 502 477 944 68 1437 900 826 806 683 42 1402 183 86 97 1219 1161 93 59 660 81 579 555 482 1068
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 47 2 1 4 0 15 2 4 16 1 0 160 3 3 47 11 160 3 131 4 15 10
split_gain=15.1181 2.55513 1.48561 1.19892 0.980505 0.76711 0.435415 0.4352 0.390203 0.389349 0.357476 0.241438 0.241816 0.235225 0.23021 0.231835 0.214048 0.187464 0.159665 0.183355 0.154657 0.190268 0.145176 0.145109 0.144881 0.133905 0.127546 0.122844 0.120312 0.143878
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.11474000000000002 0.076975000000000002 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.14838000000000004 0.27834500000000006 -0.52595999999999987 0.083345000000000016 -0.076579999999999995 -0.079874999999999988 -0.13927999999999999 -0.10217499999999997 0.09550500000000002 0.075910000000000019 -0.075414999999999982 -0.016324999999999996 0.09031500000000002 -0.46376499999999993 -0.40580499999999992 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 -3 7 -6 11 14 16 -5 12 13 -1 15 -4 -7 -13 -14 -20 23 -22 -19 -18 -17 -26 -2 -21 -16 -30
right_child=1 2 8 10 6 9 -8 -9 -10 -11 -12 17 18 -15 28 24 20 22 19 27 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00084650252277995415 0.00083514394081321043 0.00040917554142626825 0.00042775256036135399 0.00071349134400160391 0.00071471568746770981 0.00053407412046700513 0.00040680236672984159 0.00094967675481164948 0.00048103926277954687 0.00054417863275910562 0.0004640149748329964 0.00076407082707566376 0.00080924815598263939 0.00060533659541796823 0.00026609009074792043 0.00039154438825409393 0.00067348293521825005 0.00050136418130516621 0.00061762589790852239 0.00088276061666603043 0.0005483967810234043 0.00073140133699598116 0.00071936421356745897 0.00086760246645022304 0.00032241466725085335 0.00016489012475538227 0.00066303210983089376 0.00075298053317465914 0.00022035511331084894 1.2023246328755201e-05
leaf_weight=23 49 226 41 34 76 21 23 67 34 48 63 80 1256 48 33 24 20 24 33 34 23 434 23 57 32 59 25 160 25 26
leaf_count=23 49 226 41 34 76 21 23 67 34 48 63 80 1256 48 33 24 20 24 33 34 23 434 23 57 32 59 25 160 25 26
internal_value=0 0.000433261 0.000390796 0.000765089 0.000480457 0.000773903 0.00064318 0.000794706 0.000284447 0.000713599 0.00055146 0.000788529 0.000795247 0.000683461 0.000256597 0.000301158 0.000728252 0.000706329 0.000800599 0.000752742 0.000735888 0.000722191 0.000608045 0.000817182 0.000256025 0.000220283 0.000776998 0.000775725 0.000173839 0.000114147
internal_weight=0 673 599 2448 325 2351 99 1748 274 603 97 1681 1554 71 240 156 555 127 1483 227 534 457 47 77 115 91 74 194 84 51
internal_count=3121 673 599 2448 325 2351 99 1748 274 603 97 1681 1554 71 240 156 555 127 1483 227 534 457 47 77 115 91 74 194 84 51
is_linear=0
shrinkage=0.00196078


Tree=6705
num_leaves=31
num_cat=0
split_feature=1 3 1 46 15 3 1 14 13 151 13 51 132 4 131 3 2 3 43 39 42 403 1447 0 16 42 483 160 42 160
split_gain=0.498919 0.126197 0.0584048 0.0616976 0.0490652 0.061055 0.0567113 0.0551719 0.0473988 0.0901014 0.0586815 0.0566035 0.0668944 0.0473554 0.0469577 0.0484166 0.046085 0.0487677 0.0431013 0.0521813 0.0409095 0.0407649 0.0376999 0.0370155 0.0385503 0.0349427 0.0345708 0.0379113 0.0333944 0.0332932
threshold=0.10337500000000001 -0.049509999999999992 0.14262000000000002 0.081930000000000017 0.040760000000000005 -0.12711499999999995 0.082005000000000008 0.078235000000000013 -0.014169999999999999 0.032230000000000009 -0.010094999999999998 0.11144500000000002 0.092880000000000004 -0.036839999999999991 0.10956 -0.065229999999999996 0.10559 -0.13927999999999999 0.13895500000000002 0.082325000000000023 -0.067534999999999998 0.089965000000000017 -0.082954999999999987 1.0000000180025095e-35 -0.40995499999999996 0.12961500000000001 0.11494000000000001 -0.54913999999999985 0.11159000000000001 -0.53327999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 3 28 8 6 7 -6 14 10 -10 12 21 -2 15 -1 -15 -18 19 -17 -13 22 -12 24 -4 26 27 -7 -3 -29
right_child=1 2 23 -5 5 25 -8 -9 9 -11 11 20 -14 16 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0071772901900519041 0.0077663853085189324 0.0034173608208277004 -0.0011910354154399383 0.0088794811768457306 0.011934629097580911 0.010914160230507454 0.014725588196888567 0.0055242014731730115 0.00095546914751387451 -0.00085893194773234427 0.010879928775830196 0.0060280223074369137 0.002301149747588418 0.0061490344658285106 0.01174964874982834 0.0011977443346617425 0.0046198582546181843 -0.00079779066921522234 0.0078465642265950312 0.0061839578451242209 -0.00022097308061678301 0.010354496422929294 0.0064021406986655748 -0.0027106474599956228 0.0036866910598608994 0.0042672243620006326 0.0037196958097271051 0.0033660747155192352 -0.00069797521102286529 0.007392863123713499
leaf_weight=666 76 323 26 20 25 30 20 29 22 20 20 20 33 107 20 41 54 24 37 43 22 33 314 24 43 39 26 21 21 922
leaf_count=666 76 323 26 20 25 30 20 29 22 20 20 20 33 107 20 41 54 24 37 43 22 33 314 24 43 39 26 21 21 922
internal_value=0 0.00391053 0.00290863 0.00348005 0.00691469 0.00740157 0.0101767 0.00849199 0.00649532 0.00571291 0.00599618 0.00624707 0.00661377 0.00566482 0.00696457 0.00684297 0.00480147 0.00295289 0.00500281 0.00375021 0.00275474 0.00700155 0.00667027 0.0006721 0.00184871 0.00720372 0.00731836 0.00741452 0.00316613 0.00730319
internal_weight=0 718 457 364 2403 1112 74 54 1291 484 464 442 400 261 807 787 185 78 121 84 42 367 334 93 69 1038 999 973 344 943
internal_count=3121 718 457 364 2403 1112 74 54 1291 484 464 442 400 261 807 787 185 78 121 84 42 367 334 93 69 1038 999 973 344 943
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=31
num_cat=0
split_feature=1 12 1 3 3 14 12 4 34 2 15 457 13 3 4 4 2 0 0 158 3 0 0 15 16 4 158 2 39 4
split_gain=0.410139 0.106053 0.0657255 0.0469732 0.0414178 0.0444691 0.0412071 0.0379665 0.0378 0.0637382 0.0374603 0.0372952 0.0410732 0.0327158 0.0542058 0.0704174 0.0520497 0.0324058 0.0321486 0.0319518 0.041673 0.0304591 0.0362851 0.0328763 0.0299728 0.0293277 0.0280248 0.0406565 0.0277899 0.0319714
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 -0.11171999999999999 -0.10708499999999999 -0.42850999999999995 0.053180000000000012 -0.021334999999999996 0.11510000000000002 -0.24436499999999997 0.094310000000000019 -0.00051499999999999994 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.082275000000000015 -0.23091999999999999 -0.036484999999999997 0.080695000000000003 -0.081734999999999988 -0.13027499999999997 -0.030209999999999997 -0.089024999999999979 -0.090344999999999995 -0.04890499999999999 0.07968500000000002 0.085235000000000019 0.10166000000000001 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 8 -4 -6 -5 13 -2 18 -7 12 24 16 15 -15 -3 -1 -10 -9 -21 23 -23 -14 -12 -11 27 -19 29 -29
right_child=3 7 4 6 5 10 -8 19 9 25 11 -13 21 14 -16 -17 -18 26 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0097916234406116229 0.00037274159590846732 0.011754641967958638 0.00043908048731585342 0.0033641013605280449 0.0077457998262937455 -0.00014276934033703235 -0.00094383735013252594 0.0046237632676773381 0.0074064338447380005 0.0058881122537422928 0.0060070790499190084 0.0014861470897726361 0.0017339743850849727 0.0065932480493913689 0.0064588859319712841 -0.00064890966564416894 0.007034401803819053 0.0013735496560516565 0.0032363796935834252 0.010808725641774279 0.0055449711519100194 0.010164819036920866 0.0049481318157631911 0.0067374876491596986 0.0026283595491363911 0.0017469455857990089 0.0086354418914636657 0.0084379541943324556 0.0029073356553756943 0.0048225273313793416
leaf_weight=23 42 28 30 34 34 21 64 211 51 20 36 42 24 29 1691 25 141 23 29 21 53 30 24 29 97 118 29 51 24 47
leaf_count=23 42 28 30 34 34 21 64 211 51 20 36 42 24 29 1691 25 141 23 29 21 53 30 24 29 97 118 29 51 24 47
internal_value=0 0.00601385 0.00479052 0.00241652 0.00399961 0.00431657 0.000550754 0.00632761 0.00311977 0.00364901 0.00393178 0.0042352 0.00471628 0.00648795 0.00635929 0.0032404 0.00781645 0.00626395 0.00589479 0.00525081 0.00703874 0.00617479 0.00784629 0.00447175 0.0035429 0.00234711 0.00579764 0.00523008 0.00595714 0.00670402
internal_weight=0 2763 564 358 367 337 98 2199 260 218 303 282 240 1914 1745 54 169 197 80 285 74 107 54 53 133 138 174 145 122 98
internal_count=3121 2763 564 358 367 337 98 2199 260 218 303 282 240 1914 1745 54 169 197 80 285 74 107 54 53 133 138 174 145 122 98
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=31
num_cat=0
split_feature=1 12 2 132 47 2 34 4 1 3 52 1 4 2 0 151 3 0 42 16 402 4 160 16 52 484 0 160 1446 43
split_gain=0.332213 0.0862738 0.0602849 0.0526702 0.0525682 0.080135 0.0588523 0.0497798 0.0446445 0.0388273 0.0399895 0.0365289 0.0328121 0.0327023 0.0307051 0.0456402 0.0366804 0.0342028 0.0431743 0.0362192 0.0623807 0.0623854 0.0342027 0.0745438 0.0602298 0.0497481 0.0914914 0.0483377 0.0521238 0.0653982
threshold=0.11846000000000002 0.078300000000000008 0.10855000000000002 0.08696000000000001 0.096770000000000009 1.0000000180025095e-35 -0.0011599999999999998 -0.014149999999999998 0.09697500000000002 0.31370500000000007 0.048770000000000008 0.10538500000000002 0.053180000000000012 0.10136500000000002 -0.089964999999999976 -0.088054999999999981 -0.045649999999999989 -0.089019999999999974 0.09112000000000002 -0.082404999999999992 0.091090000000000018 -0.074729999999999977 -0.015149999999999999 0.062650000000000025 -0.026204999999999996 0.091180000000000011 -0.085669999999999982 -0.081639999999999976 0.037915000000000011 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 13 -9 -2 -11 -10 14 -7 15 -3 17 -16 22 -20 -21 -22 23 24 -19 27 -27 28 29 -26
right_child=9 12 3 -5 -6 7 -8 8 11 10 -12 -13 -14 -15 16 -17 -18 18 19 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.003981165978812466 0.0027783725808325499 0.0031273493806140557 0.0033892598070547376 -0.0020696980570210142 0.0090927173929481672 0.0060949297279801187 -0.0013775924599030986 0.0054047781039608294 -0.0012441492677846163 -0.0011879506813972417 0.003215620409446274 0.0043429406853392723 0.0046876859865109775 0.0099222055234914203 0.0024378568640038853 0.0071748531901446935 0.0015197900911083535 0.0092828590036860038 0.0023637401433661584 0.0047253941191652991 0.012356915069824975 0.0047203727826126852 0.0064080175753549809 -0.0007350195292383432 0.0056394994798145068 0.013023744681850075 0.0042920295641912772 0.00023173838316534578 0.0077614302922868073 0.0006709107460432448
leaf_weight=57 268 31 152 20 29 97 32 111 22 58 32 25 280 29 31 275 21 38 50 292 23 20 875 20 69 20 30 26 45 43
leaf_count=57 268 31 152 20 29 97 32 111 22 58 32 25 280 29 31 275 21 38 50 292 23 20 875 20 69 20 30 26 45 43
internal_value=0 0.00541247 0.00432124 0.0027545 0.00499158 0.00467273 0.00205442 0.00549326 0.00431097 0.00217487 0.000377763 0.00172771 0.00569861 0.00697581 0.00584689 0.00676481 0.00567166 0.00572677 0.00579251 0.00487433 0.00524905 0.00880503 0.00609568 0.00515652 0.00559132 0.00498927 0.00778472 0.00422549 0.00488687 0.00373192
internal_weight=0 2763 574 172 402 373 89 284 158 358 90 47 2189 126 1909 306 1603 1582 1551 385 335 43 1166 291 271 233 50 183 157 112
internal_count=3121 2763 574 172 402 373 89 284 158 358 90 47 2189 126 1909 306 1603 1582 1551 385 335 43 1166 291 271 233 50 183 157 112
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 12 15 3 0 4 1 52 1 16 4 16 0 52 3 15 133 403 47 49 12 16 401 4 40 157
split_gain=0.269092 0.071943 0.0419764 0.0506209 0.0482392 0.0413449 0.0462456 0.0497358 0.0913154 0.0410813 0.0421806 0.035405 0.0383301 0.0533767 0.0321138 0.0413578 0.0315361 0.0306512 0.0289047 0.0287323 0.0278712 0.0323097 0.0266989 0.0256647 0.0251441 0.0245099 0.0245381 0.0268208 0.0267098 0.0260004
threshold=0.11846000000000002 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 0.087505000000000013 0.050935000000000008 -0.095524999999999985 0.062580000000000011 0.42642000000000008 0.084785000000000013 -0.26636999999999994 0.14860500000000001 -0.11118499999999999 -0.0086549999999999978 -0.029084999999999996 -0.07384499999999998 -1.0000000180025095e-35 -0.03694999999999999 -0.076244999999999993 0.41484500000000007 -0.080719999999999986 0.13148500000000005 0.0034800000000000005 0.095565000000000011 -0.54656499999999986 0.083100000000000021 0.23246000000000003 -0.080884999999999985 -0.41966499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 16 6 7 8 -3 10 -9 -2 22 -14 -12 19 -1 -5 20 23 21 -7 -13 -16 -23 -6 27 28 -27 -30
right_child=11 5 3 17 25 18 -8 9 -10 -11 14 12 13 -15 15 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0054016777346360279 0.0056672485545277602 -0.005361037499969825 0.010866453201742843 0.0080907927895896136 0.0083569823531433936 0.0082363142472847064 0.007486538425886962 0.0058579218240354114 0.0034860155146036833 0.0068590073748996012 0.0039674002986304973 0.0018534281413015057 0.0021096823226852235 -0.0037862602678874931 -0.0021385424416803293 -0.0028196238637478513 0.001326341176701879 0.0025544445897685364 0.0010494650374831898 0.0045791778771672401 0.0016433705145027491 0.0060731303163813165 0.0050161607862294968 0.0025877489430260743 0.0041580013965864145 0.0082515110906500096 0.0061557082922932618 0.0022343099719899541 0.0085171096692127843 0.0049756631777962031
leaf_weight=29 24 20 28 20 24 30 22 37 28 29 58 242 34 28 20 22 55 20 21 29 25 103 30 27 205 26 212 34 21 1618
leaf_count=29 24 20 28 20 24 30 22 37 28 29 58 242 34 28 20 22 55 20 21 29 25 103 30 27 205 26 212 34 21 1618
internal_value=0 0.00487122 0.00516163 0.00760537 0.00507933 0.00397463 0.0030778 0.00271857 -0.000200257 0.00334967 0.00282236 0.00195738 0.0016908 -0.000553001 0.00210238 0.0009986 0.0027333 0.00532262 0.0046566 0.00210388 0.00486528 0.00510359 0.00220226 0.000576561 0.00479845 0.00518117 0.00514129 0.00501471 0.00507148 0.00502104
internal_weight=0 2763 2087 68 2019 676 292 270 48 222 193 358 334 62 156 98 84 40 384 76 363 338 272 47 308 1935 1911 1699 1665 1639
internal_count=3121 2763 2087 68 2019 676 292 270 48 222 193 358 334 62 156 98 84 40 384 76 363 338 272 47 308 1935 1911 1699 1665 1639
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 2 1 2 4 13 52 160 15 0 43 3 52 47 42 159 457 4 50 10 3 0
split_gain=10.8796 1.9129 1.12583 0.853715 0.729359 0.502014 0.361251 0.346572 0.329296 0.280856 0.274657 0.211574 0.23116 0.183043 0.177395 0.169191 0.143035 0.135443 0.401609 0.132198 0.127788 0.117646 0.111491 0.171082 0.210963 0.10706 0.0978053 0.0950799 0.0945405 0.0902313
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40473500000000007 0.13082500000000002 0.27834500000000006 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.27834500000000006 -0.13710499999999998 -0.56176499999999996 -0.067824999999999983 -0.41942499999999994 -0.073309999999999986 -0.083684999999999996 -0.016324999999999996 0.12492500000000002 0.090100000000000013 0.075730000000000006 0.082585000000000006 0.048635000000000005 -0.080364999999999978 -1.0000000180025095e-35 -0.38124499999999995 0.090900000000000009 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 -6 11 9 13 -5 12 -4 -1 -11 -14 -13 28 -19 -17 21 -3 23 24 -16 -20 -24 -18 -15 -25
right_child=1 2 7 10 6 -7 -8 -9 -10 14 -12 16 15 17 22 19 27 18 25 -21 -22 -23 26 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00084079348670890901 0.00068625102946063806 0.00033938559631674923 0.00041378444709659162 0.00063062019865302472 0.00064448122812668673 0.0004805701456087477 0.00038889889063593608 0.00044048115814417581 0.00044445460222316191 0.0007807357638489966 0.00041069131439155953 0.00026360788007741119 0.00038430087033338453 0.00070695548115913944 0.0006217968604360928 0.00029853029666812315 0.00020296793255735845 0.00038861997641212578 0.00075796386044399411 0.00013212315389411706 0.00052207297773337836 0.00046995717803561789 0.0005775638139857523 0.00080008750953594176 0.00041868020523857781 0.00061146793317698553 0.00068309640469919235 4.6437388462684237e-05 0.0005800778889442649 0.00066106289946565443
leaf_weight=36 76 184 39 34 73 48 30 37 22 43 61 37 23 1234 308 29 25 21 44 50 20 31 37 28 21 34 386 37 23 50
leaf_count=36 76 184 39 34 73 48 30 37 22 43 61 37 23 1234 308 29 25 21 44 50 20 31 37 28 21 34 386 37 23 50
internal_value=0 0.000392779 0.000356512 0.00067161 0.000432459 0.000679023 0.00057004 0.00026384 0.000683188 0.000685507 0.000489403 0.000236608 0.00028539 0.000702798 0.000657936 0.000236299 0.00016713 0.000699134 0.000629306 0.000193209 0.000372158 0.000358212 0.000651574 0.000628406 0.000608832 0.000694107 0.000673865 0.000109555 0.000704634 0.000710969
internal_weight=0 691 615 2430 338 2335 103 277 2287 2265 95 240 141 1392 873 102 99 1356 99 79 235 215 830 407 329 78 423 62 1257 78
internal_count=3121 691 615 2430 338 2335 103 277 2287 2265 95 240 141 1392 873 102 99 1356 99 79 235 215 830 407 329 78 423 62 1257 78
is_linear=0
shrinkage=0.00196078


Tree=6710
num_leaves=31
num_cat=0
split_feature=4 2 3 149 123 14 12 147 51 48 10 1 16 2 1416 52 1209 484 0 51 151 150 133 133 133 4 50 1209 133 130
split_gain=0.265417 0.0964358 0.0731274 0.0562872 0.056258 0.0440167 0.0445987 0.0398563 0.0653075 0.0337467 0.0329051 0.0321605 0.0305012 0.0282778 0.0258822 0.036911 0.0426739 0.0385733 0.0459953 0.0420103 0.0346144 0.0440555 0.0430163 0.0323693 0.0510489 0.0320457 0.0310056 0.0306004 0.0526941 0.0322625
threshold=0.36766000000000004 0.17025000000000004 0.30112000000000005 0.07770500000000001 0.08128500000000001 -0.10708499999999999 0.15120000000000003 0.08598500000000002 -0.022999999999999996 -0.0046349999999999994 -0.079859999999999987 0.11146500000000002 -0.0073349999999999986 0.14838000000000004 1.0000000180025095e-35 -0.034054999999999995 0.08456000000000001 -0.084724999999999981 -0.15599999999999997 -0.025879999999999997 0.077805000000000013 0.081835000000000019 0.089405000000000012 -0.14292499999999997 -0.081654999999999991 -0.016304999999999997 0.077805000000000013 0.083050000000000013 0.41307000000000005 -0.072444999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 7 9 -9 -7 -2 -6 -10 14 15 16 20 19 -19 -17 21 22 23 -11 -25 -24 -26 29 -29 -20
right_child=3 -3 -4 -5 11 6 -8 8 12 13 -12 -13 -14 -15 -16 17 -18 18 27 -21 -22 -23 25 24 26 -27 -28 28 -30 -31
leaf_value=0.0088638145086963865 -0.0012412342242896558 -0.00042508857809212615 0.0014506287632068083 0.0062349964053956446 0.0039963326544612951 0.0087687800904789667 0.00078236071373491238 -0.0013242394663393498 0.0024315329358124966 0.0080598988503749885 0.0018721420779661631 0.00064194093052393354 0.0072302804725175654 0.0088910103682428611 0.0078960692806338724 0.011242560259997845 -0.00012327316217124464 0.0089412983012152839 0.0068957774064871543 0.0062090591407505816 0.0082932993944268684 0.001920238360605528 0.0047297089050213495 0.0014025847113531965 0.0048340978234033584 0.0010513413997832687 0.0073107738393505834 0.0070913623304679485 0.0018367309176193722 0.004839477032057728
leaf_weight=31 39 34 59 27 107 26 24 25 26 35 262 39 27 20 33 20 20 32 81 97 24 63 45 38 295 50 61 144 22 1315
leaf_count=31 39 34 59 27 107 26 24 25 26 35 262 39 27 20 33 20 20 32 81 97 24 63 45 38 295 50 61 144 22 1315
internal_value=0 0.00486813 0.00493336 0.00186109 0.00500947 0.0051186 0.00507259 0.00511379 0.00288886 0.00518547 0.00146875 0.0031003 0.00487618 0.00514657 0.00511504 0.00507585 0.00442213 0.00531694 0.0051883 0.00706949 0.00457091 0.00441872 0.00471911 0.00514548 0.00488658 0.00279373 0.00525847 0.00511142 0.00639497 0.00495879
internal_weight=0 2793 2759 328 2700 2554 2523 2499 78 2421 301 146 53 2395 2375 2342 631 1711 1594 117 611 587 524 429 394 95 356 1562 166 1396
internal_count=3121 2793 2759 328 2700 2554 2523 2499 78 2421 301 146 53 2395 2375 2342 631 1711 1594 117 611 587 524 429 394 95 356 1562 166 1396
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 14 2 1 2 4 1 160 52 52 1 2 47 15 3 49 51 1 1 0 4 43
split_gain=11.6044 2.10648 1.2218 0.90313 0.775353 0.604801 0.425454 0.37947 0.345653 0.335833 0.298141 0.293064 0.249149 0.232467 0.141376 0.137254 0.132425 0.128635 0.18928 0.238371 0.121243 0.110466 0.0958243 0.0942516 0.0928817 0.0968524 0.088107 0.0868928 0.0890226 0.0856239
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.27834500000000006 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.42051500000000003 0.091195000000000012 -0.067824999999999983 0.12492500000000002 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.41942499999999994 -0.0025099999999999996 -0.053364999999999996 -0.085989999999999997 0.11669000000000002 0.14754500000000001 0.18019500000000002 0.0052350000000000009 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 9 12 -6 10 14 -5 13 -4 -1 -15 20 -12 27 -20 24 -14 -17 -13 -3 -26 -23 28 29 -19
right_child=1 2 7 11 8 -7 -8 -9 -10 -11 17 23 21 15 -16 22 -18 18 19 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00071174702277101629 0.00069468004121546034 0.00021573755563016845 0.00038071782814569176 0.00063315197168027648 0.0006424446572483851 0.00044626330191626729 0.00042118764059552216 0.00043695232696203432 0.00039244105783747693 0.00081088132921512386 0.00076044992162819266 0.0004746562899052753 0.00023301237435033225 0.00035007922427061412 0.00065694711819195076 0.00024248340467111068 0.00051821273842863008 0.00068950059355240645 0.00038234547325102829 0.00063644916099934448 0.00046484624633564366 0.00016044544305628033 9.4028002615018257e-05 0.000319482752418899 0.00037382791454071098 0.00025599768141987105 1.0651921299265117e-05 0.00053151189112195783 0.00063168256856593853 0.0006203699335121472
leaf_weight=1117 76 23 52 34 73 41 23 37 30 84 43 34 37 22 216 35 20 405 22 40 31 36 32 27 127 34 26 20 241 83
leaf_count=1117 76 23 52 34 73 41 23 37 30 84 43 34 37 22 216 35 20 405 22 40 31 36 32 27 127 34 26 20 241 83
internal_value=0 0.000386716 0.000348658 0.000674685 0.000427776 0.00068231 0.000686529 0.000252118 0.000569628 0.000689216 0.000684543 0.000487279 0.000223622 0.000276559 0.000702867 0.000215703 0.000365602 0.00065594 0.000650399 0.000546283 0.000351406 0.000148227 0.000171579 0.000405973 0.000332294 0.000348945 9.76288e-05 0.000659018 0.000662516 0.000677743
internal_weight=0 691 615 2430 338 2335 2294 277 103 2271 2187 95 240 141 1333 89 235 854 811 62 215 99 67 61 184 161 62 749 729 488
internal_count=3121 691 615 2430 338 2335 2294 277 103 2271 2187 95 240 141 1333 89 235 854 811 62 215 99 67 61 184 161 62 749 729 488
is_linear=0
shrinkage=0.00196078


Tree=6712
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 1 47 1 14 2 1 2 1 16 150 2 2 2 47 1 3 3 1 52 1 0 4 4 481 3
split_gain=36.2363 5.76427 2.81561 2.68228 1.55231 1.53625 0.984263 0.925196 0.847062 0.801485 0.561594 0.683681 0.483203 0.419131 0.410072 0.407839 0.402945 0.325764 0.308243 0.260189 0.240256 0.24941 0.237612 0.19987 0.160706 0.149447 0.196405 0.148857 0.148256 0.14681
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.098630000000000009 0.11690500000000002 0.085505000000000012 0.09253500000000002 0.062655000000000016 0.13501500000000002 0.089770000000000016 0.090425000000000019 0.122715 -0.061854999999999993 1.0000000180025095e-35 0.17025000000000004 -0.0091949999999999983 0.088850000000000012 0.10648500000000001 0.13075500000000004 0.0041950000000000008 0.11658 0.076935000000000017 -0.53964499999999982 0.13288500000000003 -0.010949999999999998 0.022185000000000003 0.27834500000000006 -0.0066299999999999996 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 8 18 15 -5 10 14 17 16 23 -8 22 24 -12 29 20 -4 -3 -22 25 -2 -7 26 -6 -26 -19 -1
right_child=1 5 19 7 9 6 13 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 28 -20 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0011206409881591292 0.0012472743055342715 0.00055914347075929679 0.00069772253805174943 0.001115346857214469 0.0011630856326105548 0.00049981220120113657 0.00052235345873567784 0.00071399731157475684 0.0014155772778948516 0.00084724301301868131 0.00090556641800832458 0.00080346490660617223 0.00085423235780546258 0.00082790237702742343 0.00088926802834519828 0.00020242374267317808 0.0011760046001524278 0.0012711004007096385 0.00091076050465013466 0.00045615840334980903 0.00086694885803445759 0.00063920467461773363 0.0012181769103726463 0.0010766089780361772 0.00052594381877604649 0.00096527934997608336 0.0010583954116954656 0.00033854368713862011 0.0011690256671892448 0.001246611527876868
leaf_weight=37 41 62 60 34 160 60 45 63 76 48 23 23 29 28 29 42 268 62 20 24 29 51 92 74 20 27 121 88 465 920
leaf_count=37 41 62 60 34 160 60 45 63 76 48 23 23 29 28 29 42 268 62 20 24 29 51 92 74 20 27 121 88 465 920
internal_value=0 0.000660479 0.000913997 0.00117421 0.00118739 0.000530588 0.000443422 0.000854677 0.00121281 0.00108753 0.00120424 0.00112891 0.00108042 0.00063955 0.00111441 0.000375244 0.00115463 0.00122018 0.000682858 0.000628704 0.00065076 0.000721762 0.00113074 0.00113745 0.000418449 0.00110462 0.00111801 0.000373247 0.00118103 0.00124174
internal_weight=0 673 228 2448 2351 445 283 97 1874 477 1798 314 144 73 429 210 291 1484 162 84 142 80 400 115 168 308 281 108 527 957
internal_count=3121 673 228 2448 2351 445 283 97 1874 477 1798 314 144 73 429 210 291 1484 162 84 142 80 400 115 168 308 281 108 527 957
is_linear=0
shrinkage=0.00196078


Tree=6713
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 2 2 1 3 15 0 0 49 15 0 47 12 52 52 39 401 0 12 40 40 447 43 1211 16 13
split_gain=0.36585 0.0778618 0.0485969 0.0553084 0.0640868 0.041554 0.0411099 0.037293 0.0363722 0.0358903 0.0351955 0.0476758 0.0351297 0.0348058 0.031722 0.0455905 0.0315901 0.030914 0.0514112 0.033706 0.0348909 0.0402924 0.0344249 0.0355434 0.028439 0.0280837 0.0268861 0.0265725 0.025987 0.0253479
threshold=0.10920500000000001 -0.049509999999999992 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.11411 0.31358000000000003 0.08864000000000001 0.10542000000000001 -0.41942499999999994 -0.067094999999999988 -0.14454499999999995 -0.061079999999999988 -0.14601999999999996 -0.036484999999999997 0.089640000000000011 0.11734000000000001 -0.23798499999999997 -0.16675999999999999 0.089130000000000015 0.085900000000000018 -0.093039999999999984 -0.10022999999999999 -0.063404999999999989 -0.081239999999999993 0.088380000000000014 -0.077044999999999988 -0.43000499999999992 -0.008904999999999998 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 14 17 13 10 -7 11 12 -9 -1 15 -2 25 -3 -19 20 21 28 -21 26 -13 27 -24 -4 -20 -15
right_child=1 6 16 -5 -6 9 -8 8 -10 -11 -12 24 -14 29 -16 -17 -18 18 19 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0096337604543963538 0.010120343083205323 0.0062665732843535287 0.0030853017681063371 0.0080721836469960038 -0.0001949366879461405 0.0056168768842083713 -0.0018177853968075438 0.0053893678661552265 0.0074373435470517033 0.0011102148931376029 0.0010819082758906815 0.0037754981080070139 0.0011293937666555487 0.0061921866299614881 0.0030073361932479135 0.0052250157036514101 0.0042735882264016006 -0.0024781394381231323 0.0034902023683146886 0.0042447936945661366 -0.00044518806250943318 0.0058484070339741619 -0.00037405278742559911 -0.0032531631868385545 0.0086121670961860682 0.0028887985982000829 0.0039459165390580897 0.0063032124423261122 -0.00027624522740750211 0.0031830409592067872
leaf_weight=23 30 21 26 52 26 30 23 32 27 43 45 20 49 115 26 52 87 21 90 28 21 65 34 22 31 25 25 1972 23 37
leaf_count=23 30 21 26 52 26 30 23 32 27 43 45 20 49 115 26 52 87 21 90 28 21 65 34 22 31 25 25 1972 23 37
internal_value=0 0.00310338 0.00593693 0.00500201 0.00460781 0.00480523 0.00227755 0.00493729 0.00401854 0.00296227 0.00349702 0.00432036 0.00281235 0.00600829 0.00605094 0.00701599 0.00613942 0.00254667 0.00230923 0.00263564 0.00340986 0.00386467 0.00122215 0.00017729 0.00671543 0.00621966 0.00145644 0.00626134 0.00272358 0.0054597
internal_weight=0 554 2567 457 405 181 373 379 204 73 177 132 81 175 108 82 2110 350 329 308 199 178 109 81 51 2023 59 1998 113 152
internal_count=3121 554 2567 457 405 181 373 379 204 73 177 132 81 175 108 82 2110 350 329 308 199 178 109 81 51 2023 59 1998 113 152
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 2 4 52 1 2 52 1 160 3 15 15 0 16 4 47 0 3 4
split_gain=9.64815 1.65852 1.07559 0.78005 0.579927 0.512989 0.326174 0.316065 0.298318 0.260113 0.248314 0.232165 0.204565 0.164757 0.130389 0.1341 0.220753 0.118779 0.118022 0.110418 0.134787 0.103966 0.0961676 0.0934092 0.0928616 0.0906468 0.0813065 0.0822738 0.0767894 0.0750528
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.11474000000000002 0.09253500000000002 0.089885000000000007 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.12492500000000002 0.091195000000000012 -0.067824999999999983 -0.0025099999999999996 -0.41942499999999994 0.090455000000000021 -0.026509999999999995 -0.11676499999999999 0.23246000000000003 1.0000000180025095e-35 -0.12333499999999999 1.0000000180025095e-35 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 12 11 25 -5 18 13 -4 -13 29 -17 26 -1 -15 -21 -14 -8 -7 -23 -6 28 -28 -3 -16
right_child=1 2 7 10 9 23 22 -9 -10 -11 -12 14 21 19 15 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00064145302233761825 0.00061887544114863494 0.00025788027860842983 0.00035161875857226641 0.00056829456961794288 0.00061271463831265771 0.00050869726524240065 0.00079826915393434671 0.0003899493962590482 0.00038772789564700847 0.0003249860917796037 0.00035917848677619003 0.00069704014201496924 0.00020919183908779595 0.00032134206103318183 0.00060532781758752645 0.00034084935621117736 0.00058538250990358058 0.00047683957087643001 0.00059138349437992818 0.0002489918043163627 8.6995594011729253e-05 0.00016147218436245343 0.00066462989669997948 0.00033509829397654638 8.9878454721707851e-06 0.00047638022529533484 0.00030733484472213337 0.00047891766477024274 0.00034074611484950692 0.00056060943484199
leaf_weight=1117 76 85 39 34 50 22 47 37 22 23 61 43 37 23 547 22 40 20 216 39 40 28 37 26 34 30 21 22 87 196
leaf_count=1117 76 85 39 34 50 22 47 37 22 23 61 43 37 23 547 22 40 20 216 39 40 28 37 26 34 30 21 22 87 196
internal_value=0 0.000345612 0.000311842 0.000608189 0.000386076 0.000615275 0.000619485 0.000221262 0.000614913 0.000508756 0.00043402 0.000617204 0.000195256 0.000243223 0.00059184 0.000586221 0.000498613 0.000332305 0.00063334 0.000201778 0.000166968 0.000126938 0.000739404 0.000414664 7.78517e-05 0.000561589 0.00031886 0.000395121 0.000299795 0.000593531
internal_weight=0 691 615 2430 338 2335 2287 277 2203 103 95 2181 240 141 848 805 62 235 1333 102 79 99 84 48 62 80 215 43 172 743
internal_count=3121 691 615 2430 338 2335 2287 277 2203 103 95 2181 240 141 848 805 62 235 1333 102 79 99 84 48 62 80 215 43 172 743
is_linear=0
shrinkage=0.00196078


Tree=6715
num_leaves=31
num_cat=0
split_feature=1 3 0 4 4 402 12 12 43 14 16 2 15 15 96 2 52 1 12 3 160 1 0 15 1375 483 1 16 15 52
split_gain=0.345864 0.0907538 0.0461013 0.0412053 0.0371738 0.0371121 0.0387282 0.0383013 0.0370964 0.0365197 0.0684208 0.0451425 0.0468429 0.0446412 0.0363456 0.0357452 0.0380846 0.0534349 0.0672068 0.0591221 0.0424432 0.033068 0.0447216 0.0369145 0.0329164 0.0311461 0.0309196 0.0280301 0.02771 0.027126
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 0.40124500000000002 -0.17966999999999997 0.086055000000000006 0.10589000000000003 0.11650500000000001 -0.072864999999999985 -0.23083499999999998 -0.046599999999999996 0.13622000000000004 -0.079929999999999987 -0.46471999999999997 0.086715000000000014 0.090175000000000019 -0.56741999999999992 0.08864000000000001 0.089410000000000003 -0.017889999999999996 0.050340000000000003 0.082005000000000008 0.041630000000000007 0.035560000000000008 0.084895000000000012 0.086310000000000012 0.11103500000000001 -0.16075999999999999 -0.44764999999999994 0.4002400000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 15 -3 6 8 -8 -2 10 -6 14 -13 -12 25 27 -17 21 19 -19 -21 22 24 -24 -18 28 -10 -1 -11 -29
right_child=1 2 -4 -5 9 -7 7 -9 26 11 13 12 -14 -15 -16 16 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0084328762736086815 0.0045851343453978191 0.0061315230617765342 -0.0020622512902177515 0.0015572173732586883 0.0080744932728609251 0.00092125357636673897 0.001387036531936204 0.0058081812509852976 0.0060667725560274357 -0.00049428865410542744 0.0052743307669602694 0.0014363257133452626 -0.0039346651639789341 -0.0011027353481673028 -0.0012661993182042526 0.0092010803399786636 0.005603672423888908 -0.0027533720643259586 0.0084466475411318249 0.001106619445555326 0.0061545050027029171 0.0088551785553621209 0.004484322194808296 -0.00052058847970329228 0.0097193409851752226 0.00665780890902335 0.010102136440635208 0.0062316626410550743 0.003123067250869806 0.004183355710633537
leaf_weight=55 80 30 21 22 31 22 43 36 49 24 21 62 22 23 21 26 685 20 20 36 31 30 56 20 20 22 31 1314 180 68
leaf_count=55 80 30 21 22 31 22 43 36 49 24 21 62 22 23 21 26 685 20 20 36 31 30 56 20 20 22 31 1314 180 68
internal_value=0 0.00336387 0.00251424 0.00586514 0.00273466 0.00485155 0.00521333 0.00340174 0.00610781 0.00248366 0.0044761 0.00203221 2.96376e-05 0.00194086 0.00271324 0.00590494 0.0054269 0.00532 0.00321957 0.00201794 0.00344221 0.00559712 0.00547198 0.00316724 0.00572043 0.00308301 0.00763048 0.00621898 0.0026975 0.00613088
internal_weight=0 718 457 2403 436 261 239 79 160 406 75 331 84 44 247 2381 944 918 107 87 67 811 781 76 705 226 80 1437 204 1382
internal_count=3121 718 457 2403 436 261 239 79 160 406 75 331 84 44 247 2381 944 918 107 87 67 811 781 76 705 226 80 1437 204 1382
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=31
num_cat=0
split_feature=1 12 44 2 47 2 4 34 51 1 3 4 3 2 3 1 52 2 43 16 4 1 42 51 12 16 151 51 471 0
split_gain=0.288879 0.0782287 0.057366 0.0511215 0.0411888 0.0576413 0.0530085 0.0527916 0.0364973 0.0416814 0.0360569 0.0312196 0.0295946 0.0546057 0.0414666 0.058471 0.0684462 0.0542015 0.0577573 0.0603903 0.031877 0.0291038 0.0285514 0.0295121 0.0315969 0.0277695 0.0436093 0.0383544 0.0338802 0.0327212
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 0.096300000000000011 1.0000000180025095e-35 -0.064054999999999987 -0.0011599999999999998 -0.40274499999999996 0.16773500000000005 -0.11171999999999999 0.053180000000000012 -0.14186499999999996 0.082275000000000015 -0.094874999999999987 0.080270000000000022 -0.054584999999999995 0.084305000000000005 -0.24021999999999996 0.064860000000000015 -0.03898999999999999 0.088340000000000016 0.086555000000000007 -0.047599999999999996 0.086345000000000019 0.033715000000000009 -0.085489999999999997 0.16385000000000002 1.0000000180025095e-35 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -2 -10 -5 12 13 -3 15 17 -17 -14 -19 20 -20 -8 23 -15 -25 27 -27 -16 29 -28
right_child=8 11 -4 10 -6 6 21 -9 9 -11 -12 -13 14 22 25 16 -18 18 19 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0038252598078023382 0.0058546407594500735 0.010911603896723439 0.0083250068384222702 -0.0016069741710089147 0.008894465379416943 0.0067504939371514517 0.0052574970641562462 -0.0013183411841671314 0.0021066795707365628 -0.0024954922220093156 0.0029186546967640446 0.0043934364360159505 0.0097669269703328614 0.0049383949190219441 0.0058362274142445304 -0.0035159158776514234 0.0047573066828772428 0.0072221228268084144 -0.0012298891486628265 0.0060705108142324856 0.0035040863465983425 0.0026204298915187153 0.0027795755871288155 0.0049414785268406076 0.0096921830327205728 0.0090865432796999809 0.00089061505239121342 0.001801065300242044 0.0071303093905204576 0.004304742815749581
leaf_weight=56 24 27 30 20 20 102 79 31 313 21 147 280 20 55 1272 20 20 43 33 35 25 89 23 21 42 20 34 24 34 161
leaf_count=56 24 27 30 20 20 102 79 31 313 21 147 280 20 55 1272 20 20 43 33 35 25 89 23 21 42 20 34 24 34 161
internal_value=0 0.00510705 0.00406794 0.00383318 0.00447837 0.00423097 0.00495226 0.00199248 0.00208798 0.00181732 0.00237666 0.00537952 0.00552416 0.00679165 0.00540185 0.00403164 0.000620695 0.00490624 0.00419143 0.00279015 0.000810618 0.00386048 0.00600273 0.00663097 0.00810861 0.00557567 0.00460846 0.0057615 0.00421736 0.00370946
internal_weight=0 2763 574 544 377 357 270 87 358 334 167 2189 1909 168 1741 196 40 156 136 93 58 168 141 118 63 1545 249 1296 229 195
internal_count=3121 2763 574 544 377 357 270 87 358 334 167 2189 1909 168 1741 196 40 156 136 93 58 168 141 118 63 1545 249 1296 229 195
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=31
num_cat=0
split_feature=4 3 2 149 39 42 13 12 15 10 4 15 11 12 43 41 1 43 3 1375 16 1213 132 1212 1429 403 1212 1212 1213 52
split_gain=0.237471 0.0830831 0.0680255 0.0459829 0.0450823 0.0313644 0.0545599 0.0369431 0.0310188 0.0502691 0.0319131 0.0351243 0.027892 0.0529113 0.046367 0.037229 0.0382914 0.0305133 0.0473352 0.0458637 0.0427984 0.0299261 0.0341718 0.0356875 0.0305064 0.0291701 0.0702021 0.0410083 0.0359797 0.0290887
threshold=0.36766000000000004 0.31299000000000005 0.17025000000000004 0.07770500000000001 0.056590000000000008 -0.079539999999999986 -0.0093149999999999986 -0.085119999999999987 -0.43375999999999998 -0.074314999999999978 0.51388000000000011 -0.56368999999999991 1.0000000180025095e-35 0.09320500000000001 -1.0000000180025095e-35 0.079300000000000009 0.086105000000000015 -0.00045499999999999995 -0.092644999999999991 -0.080114999999999978 -0.081414999999999987 0.12389500000000002 0.13958500000000004 0.10654500000000001 0.094380000000000006 0.50599500000000008 -0.020729999999999995 -0.088629999999999987 -0.090954999999999994 0.51358000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 12 -6 -7 -8 10 -10 -2 -12 17 15 -15 16 -14 21 20 -20 -19 22 23 24 25 26 27 28 -1 -21
right_child=3 -3 -4 -5 5 6 7 -9 9 -11 11 -13 13 14 -16 -17 -18 18 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0092802086845040332 0.0042146502960457516 0.00080489666454428639 -0.00063818991863324006 0.005692586245950898 0.0055620349797499465 0.0038326370744796025 -0.0029712634646178533 0.0025772417623860142 -0.00372330226842314 0.0011855940467544966 0.0045112702772409346 5.2845444523298474e-05 0.011191798092073038 0.00025281072170896967 0.0055640512867830699 0.0049507544786833672 0.0062099817898814327 0.004560818755999208 -6.9578254426067539e-05 0.0047026376050078667 -0.0011727812917282183 0.0073835859631653875 0.0014975481072504974 0.00086894519627094273 0.0019156262325498487 0.00209935875973315 0.004990401543428352 0.011559952929383145 0.0038595628433395176 0.0010811840389025114
leaf_weight=24 59 57 24 27 47 112 24 24 25 126 24 67 36 22 65 34 27 23 22 622 30 50 29 21 31 32 1365 24 25 23
leaf_count=24 59 57 24 27 47 112 24 24 25 126 24 67 36 22 65 34 27 23 22 622 30 50 29 21 31 32 1365 24 25 23
internal_value=0 0.00458359 0.00466231 0.00173926 0.00470922 0.00329089 0.00262374 -0.000197011 0.00138464 0.000372863 0.00240317 0.00122869 0.00482642 0.00601155 0.00422098 0.00761752 0.00905673 0.00473247 0.0041918 0.00442036 0.00131538 0.00497562 0.004898 0.00496279 0.00502006 0.00508553 0.00515198 0.00817333 0.00651457 0.0045735
internal_weight=0 2793 2736 328 2712 207 160 48 301 151 150 91 2505 184 87 97 63 2321 720 667 53 1601 1551 1522 1501 1470 1438 73 49 645
internal_count=3121 2793 2736 328 2712 207 160 48 301 151 150 91 2505 184 87 97 63 2321 720 667 53 1601 1551 1522 1501 1470 1438 73 49 645
is_linear=0
shrinkage=0.1


Tree=6718
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 14 4 2 2 2 4 52 1 2 1 160 3 12 15 10 47 3 3 457 15 15
split_gain=15.9513 2.93346 1.568 1.12677 1.02158 0.773827 0.753706 0.531495 0.498634 0.468449 0.455169 0.388546 0.349509 0.214291 0.206009 0.152962 0.170686 0.335029 0.134599 0.126869 0.14667 0.121659 0.113029 0.146803 0.111873 0.128623 0.112495 0.134597 0.102827 0.101009
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.14753000000000002 0.094835000000000017 0.27834500000000006 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.087135000000000004 -0.075414999999999982 -0.010424999999999999 0.095780000000000018 -0.41942499999999994 -0.38124499999999995 0.10648500000000001 0.0068900000000000012 0.31299000000000005 0.094310000000000019 0.095175000000000023 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 24 6 9 12 13 11 -6 18 14 -1 -4 -13 21 -18 -5 -16 -21 -17 -14 -24 25 -3 27 -27 -11 -15
right_child=1 2 7 5 10 -7 -8 -9 -10 28 -12 15 22 29 19 16 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00086909586263098505 0.00081062239716819448 0.00036203558867483281 0.00043655481089052619 0.00083135980826884285 0.00073570739507485656 0.0004114229264943039 0.00052125091448813182 0.00051167147097369798 0.00049290058271453017 0.00099621402069846555 0.00045879965053735144 0.00087809942380728595 0.00025262610105724606 0.00072637165092470841 0.00040278171220094043 0.00078863905775209179 0.00047154525629953755 0.00076594631875457329 0.00078796932802480807 0.00033882969755585457 0.00017645948126566814 0.00073683079875838274 0.00021703181781020819 1.3586386636483903e-05 0.00054831607529269458 0.00057409247273907933 0.00035207085451883791 0.0003858476184873833 0.00085500265594753262 0.00055018000507232553
leaf_weight=26 76 119 40 931 74 20 37 37 67 55 33 43 32 29 23 412 23 42 390 35 55 302 25 30 23 40 26 23 31 22
leaf_count=26 76 119 40 931 74 20 37 37 67 55 33 43 32 29 23 412 23 42 390 35 55 302 25 30 23 40 26 23 31 22
internal_value=0 0.0004472 0.000402289 0.000784823 0.000491918 0.000795421 0.00079881 0.000292923 0.000616594 0.000803417 0.000650306 0.000797723 0.0002592 0.000724224 0.000315624 0.000764253 0.000757969 0.000661774 0.00081855 0.000272817 0.000239603 0.000766726 0.00015997 0.000106062 0.000418552 0.000404203 0.000460585 0.000505368 0.000945312 0.000650367
internal_weight=0 691 615 2430 338 2286 2266 277 144 2229 107 2143 240 77 153 822 779 65 1321 113 90 714 87 55 231 208 89 63 86 51
internal_count=3121 691 615 2430 338 2286 2266 277 144 2229 107 2143 240 77 153 822 779 65 1321 113 90 714 87 55 231 208 89 63 86 51
is_linear=0
shrinkage=0.00196078


Tree=6719
num_leaves=31
num_cat=0
split_feature=1 2 11 48 2 11 0 4 47 376 401 13 1213 39 43 402 3 0 12 10 1 43 15 158 483 4 1446 42 42 1210
split_gain=0.248319 0.0679184 0.0416652 0.0424993 0.0405 0.039832 0.0374872 0.0403126 0.0343017 0.0369475 0.0291893 0.032291 0.0315025 0.0311366 0.0279027 0.027294 0.0289704 0.0309703 0.0515267 0.0420817 0.0302099 0.0279891 0.0400603 0.0256113 0.028963 0.0289173 0.0588126 0.0452649 0.0497048 0.0433961
threshold=0.11846000000000002 0.10045500000000002 0.080455000000000013 0.081805000000000017 -1.0000000180025095e-35 0.085155000000000022 -0.13843999999999998 0.42642000000000008 0.085505000000000012 0.080200000000000007 1.0000000180025095e-35 -0.14179999999999995 -0.0043299999999999996 0.10166000000000001 -0.080419999999999978 0.09388500000000001 -0.010424999999999999 -0.10474999999999998 -1.0000000180025095e-35 -0.005834999999999999 0.14754500000000001 -0.23229999999999998 -0.45963999999999994 0.080695000000000003 0.0093900000000000008 -0.082249999999999976 0.084825000000000025 0.088465000000000002 0.095405000000000004 -0.056299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 14 -4 7 -3 15 -10 11 -8 -12 -13 -1 16 21 18 -18 -19 -21 -2 -23 25 -25 26 27 29 -29 -6
right_child=8 6 3 -5 23 -7 10 -9 9 -11 12 13 -14 -15 -16 -17 17 19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0013349373701631148 -0.00023196552753109822 0.0019891708313573 0.0089754694585942423 0.011330521535128354 0.0028996314233933978 0.0031939970812975213 0.001413475647718916 0.0066730625345371667 0.0043788590714992845 -0.00030524008186711446 0.0047673957579536371 0.0049459137866082513 -0.00060636256627428044 0.00099842448613517696 0.0047513243204513056 -0.0021448978173014307 0.0063920957856767246 -0.0045110611699055881 -0.00021248173348053739 -0.00082838538343951631 0.0037459589879621164 0.0075371849439328622 0.0024156652621578753 0.0065908997974642187 0.0031774301539528476 0.0046689547769263448 0.00029447314329445363 0.011953068089981873 0.0056421602346325437 0.005909674036495241
leaf_weight=51 22 147 22 20 56 26 31 21 85 21 20 412 24 21 45 21 21 20 27 42 22 21 56 174 29 1263 20 24 26 331
leaf_count=51 22 147 22 20 56 26 31 21 85 21 20 412 24 21 45 21 21 20 27 42 22 21 56 174 29 1263 20 24 26 331
internal_value=0 0.00474073 0.0050229 0.00745757 0.0049409 0.00584384 0.00386958 0.00257466 0.00194162 0.00345088 0.00429783 0.00453125 0.00183625 0.00475447 0.00293637 0.00130677 0.00162056 0.000650717 0.00267702 -0.00050717 0.000744045 0.00291369 0.00381244 0.00504097 0.00610326 0.0049156 0.00559724 0.00583993 0.0086714 0.00547411
internal_weight=0 2763 2087 68 2019 48 676 168 358 106 508 464 44 433 96 252 231 132 48 84 64 99 77 1923 203 1720 457 437 50 387
internal_count=3121 2763 2087 68 2019 48 676 168 358 106 508 464 44 433 96 252 231 132 48 84 64 99 77 1923 203 1720 457 437 50 387
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=31
num_cat=0
split_feature=1 52 3 1 2 1 4 376 2 0 12 3 3 124 42 12 1375 13 2 2 12 3 0 47 4 15 16 13 160 0
split_gain=11.3405 1.44293 1.12738 1.04479 0.582108 0.525418 0.49513 0.410621 0.354882 0.321257 0.344655 0.312363 0.298989 0.228047 0.227483 0.216576 0.204597 0.172766 0.157746 0.20327 0.156571 0.207916 0.151903 0.143939 0.130786 0.102642 0.119885 0.116805 0.0814561 0.081388
threshold=0.10752500000000002 -0.40306999999999998 -0.065819999999999976 0.12408500000000001 0.10803500000000001 0.10089500000000001 0.36766000000000004 0.080200000000000007 0.13093500000000002 -0.14920999999999998 1.0000000180025095e-35 0.31370500000000007 0.12745000000000004 -0.076779999999999987 -0.0041849999999999986 0.088245000000000004 -1.0000000180025095e-35 -0.47860499999999995 0.13501500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11658 -0.11242999999999999 0.077555000000000013 0.0052350000000000009 0.079055000000000014 -0.0034149999999999996 -0.019614999999999997 -0.079279999999999975 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 7 8 9 -3 13 -1 -11 12 18 14 -4 22 -15 -13 19 -5 -7 -22 -12 25 -17 26 -18 -28 -26 -27
right_child=1 3 5 11 -6 20 -8 -9 -10 10 15 17 -14 16 -16 24 23 -19 -20 -21 21 -23 -24 -25 28 29 27 -29 -30 -31
leaf_value=0.00080908100099707093 0.00065072115291567409 0.00058362580966730894 0.00062475398725488269 0.00020662495232959195 0.00032364432100147773 0.00035208176408542922 0.00038197016064990677 0.00029440143792068259 0.00041609638602624718 0.00045589237726616899 0.00056183365379728852 0.00019654600597018837 0.00041723515256475045 0.00043909338869008364 0.00040700633215538638 0.0006555785617083274 0.00054991747410907072 1.8117622134781679e-05 0.00015276304222423945 0.00040598840215334706 0.0006289600081415917 0.00037303026400360408 0.00069384652857696597 0.00074226551258737173 0.00069033595422903697 0.00079149277437300916 0.00055660272071904999 0.00070463060015331315 0.00057822215794817329 0.00064417370781620035
leaf_weight=58 52 77 35 51 162 49 24 25 41 31 35 54 41 20 39 891 90 34 62 32 26 23 788 48 30 21 32 57 147 46
leaf_count=58 52 77 35 51 162 49 24 25 41 31 35 54 41 20 39 891 90 34 62 32 26 23 788 48 30 21 32 57 147 46
internal_value=0 0.00033882 0.00064069 0.000308674 0.000396703 0.000559992 0.000661912 0.000512737 0.000589584 0.000665305 0.000660966 0.000223857 0.000269395 0.000607916 0.000509995 0.000664328 0.000630993 0.000127608 0.000227592 0.000283488 0.000430456 0.00050883 0.000688232 0.000644047 0.000645908 0.000624883 0.000600379 0.000651407 0.000597224 0.000690348
internal_weight=0 590 2531 538 264 527 2004 102 429 1980 1922 274 186 388 74 1891 314 88 145 83 98 49 823 294 1068 246 179 89 177 67
internal_count=3121 590 2531 538 264 527 2004 102 429 1980 1922 274 186 388 74 1891 314 88 145 83 98 49 823 294 1068 246 179 89 177 67
is_linear=0
shrinkage=0.00196078


Tree=6721
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 43 150 2 12 0 0 4 52 49 4 15 0 0 1 2 4 39 2 16 0 3 43
split_gain=15.1553 1.73542 1.52485 1.11729 0.915575 0.689852 0.651909 0.482304 0.435971 0.414252 0.330509 0.301303 0.275934 0.258218 0.257409 0.21322 0.184465 0.17645 0.209865 0.166532 0.162652 0.161007 0.153903 0.149769 0.142475 0.141299 0.140802 0.127456 0.114653 0.114376
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.090285000000000018 -0.025214999999999998 -0.04890499999999999 1.0000000180025095e-35 0.11177500000000001 0.11734000000000001 -0.23194499999999998 -0.14920999999999998 0.033845000000000007 0.048770000000000008 -0.012034999999999999 -0.064054999999999987 -0.03241999999999999 -0.13027499999999997 -0.092404999999999973 0.09697500000000002 0.099185000000000009 -0.019614999999999997 0.095830000000000012 0.10527500000000002 -0.008904999999999998 -0.081894999999999982 -0.13309499999999996 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 12 7 13 24 29 -10 -9 14 -1 -4 20 -7 -2 22 -19 -15 -8 -11 -14 -12 27 -13 -25 -3 -16 -6
right_child=1 5 6 -5 8 15 11 10 9 21 23 25 17 19 28 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00094575099182213904 0.00050938112186450584 0.00026687333307547919 0.00094762042197266952 0.00036956265521352735 0.000578367182729291 0.00010406937046741569 0.00087021967962626671 0.00060651038403216847 0.00069905263003595714 0.00058674758462876129 0.00055070537069410667 0.00072386753360784552 0.00084345216046720968 0.00063453635209988733 0.00053424815239469991 0.00030026436868502897 0.00071715306544649425 0.00071346043648488498 0.00051221340676917051 0.00079968744060612612 0.00075100215671436595 0.00034952500524620213 0.00064105568271057283 0.00041163565742601189 0.00022777830936583749 0.00056101127012619934 0.00024127470944666754 0.00041116331128029893 0.00069091821673746196 0.00040968536939622348
leaf_weight=22 20 43 45 74 20 57 47 39 93 22 20 33 52 24 21 34 92 76 27 1072 689 22 20 66 67 54 26 52 124 68
leaf_count=22 20 43 45 74 20 57 47 39 93 22 20 33 52 24 21 34 92 76 27 1072 689 22 20 66 67 54 26 52 124 68
internal_value=0 0.000399798 0.000748767 0.000556523 0.000641175 0.000327642 0.000770295 0.00037133 0.000555715 0.00062489 0.000451054 0.000732868 0.000738781 0.000802048 0.000743739 0.000177373 0.000680051 0.000712762 0.000660706 0.000796071 0.000758615 0.000468136 0.000787231 0.000396921 0.00029702 0.000622784 0.00036349 0.000345853 0.000668228 0.000448022
internal_weight=0 590 2531 186 422 404 2109 313 225 137 151 968 197 1141 881 91 112 175 103 1096 736 44 72 112 162 87 92 95 145 88
internal_count=3121 590 2531 186 422 404 2109 313 225 137 151 968 197 1141 881 91 112 175 103 1096 736 44 72 112 162 87 92 95 145 88
is_linear=0
shrinkage=0.00196078


Tree=6722
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 49 14 52 2 0 50 1 40 39 475 0 2 1 15 1 49 1 1 1 4
split_gain=19.8198 3.68133 1.67752 1.60848 1.18447 1.14013 0.852434 0.64235 0.581412 0.522881 0.411467 0.387543 0.266721 0.260807 0.233988 0.232747 0.232564 0.204376 0.188114 0.18218 0.156267 0.135492 0.16346 0.134208 0.13334 0.132093 0.127371 0.117616 0.11714 0.110898
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.089885000000000007 0.10731 0.09253500000000002 -0.054984999999999992 0.062655000000000016 0.12603000000000003 -0.090999999999999984 -0.23091999999999999 0.041865000000000006 0.13075500000000004 -0.077714999999999992 0.098905000000000007 -0.08230999999999998 -0.099059999999999995 0.098630000000000009 0.088485000000000022 -0.41396999999999995 0.090540000000000023 -0.053364999999999996 0.14000500000000002 1.0000000180025095e-35 0.122715 -0.029144999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 6 7 17 11 20 -4 -2 13 18 -1 -9 23 -5 -3 29 -16 -8 22 27 -6 -15 -11 -25 -21 -12 -10
right_child=1 4 9 16 15 -7 8 14 12 25 28 -13 -14 24 19 -17 -18 -19 -20 21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0006857979341464885 0.00058084733485932061 0.00038696036646496172 0.00081190659203743854 0.00054342711892347792 0.00025817862562713475 0.0005587705622023192 0.0005791061121588958 0.00066057190649649678 0.00058372201003224679 0.00058976606935297045 0.00088730158681918901 0.0010704051645026328 0.00064544497617806482 0.00092051330129278258 0.00094402808101237321 0.00037928071493903794 0.00031558165107579793 0.00020686754178913201 0.00026754380890405645 0.00086666067942747945 0.0007690253550308102 0.00081666558728550826 0.00069505529806894407 0.00020252808615005288 0.00086882775294392495 0.00040606414505599112 2.548028660171172e-06 0.00098882854268158454 0.000727005636825615 0.00042822504344930846
leaf_weight=20 24 47 34 61 36 41 36 25 21 34 106 59 24 1088 77 26 24 50 25 370 31 369 20 24 233 27 25 33 21 110
leaf_count=20 24 47 34 61 36 41 36 25 21 34 106 59 24 1088 77 26 24 50 25 370 31 369 20 24 233 27 25 33 21 110
internal_value=0 0.000496129 0.000872472 0.000694849 0.000393056 0.000882863 0.000449885 0.000888656 0.000511052 0.000617059 0.000816301 0.000914875 0.000453012 0.000908032 0.000847596 0.000216938 0.000479094 0.000294129 0.000423407 0.000852977 0.000666979 0.000844124 0.000868078 0.00016728 0.000911397 0.000508455 0.000100497 0.000876664 0.000860796 0.000453152
internal_weight=0 691 2430 236 455 2335 344 2294 247 95 151 1400 180 1341 894 111 85 97 156 869 67 792 423 85 1321 61 49 403 127 131
internal_count=3121 691 2430 236 455 2335 344 2294 247 95 151 1400 180 1341 894 111 85 97 156 869 67 792 423 85 1321 61 49 403 127 131
is_linear=0
shrinkage=0.00196078


Tree=6723
num_leaves=31
num_cat=0
split_feature=1 4 148 3 2 1429 52 16 16 147 2 15 16 2 160 13 48 3 49 0 15 16 9 16 0 11 0 4 400 1456
split_gain=0.386419 0.0767096 0.0547735 0.0554308 0.04885 0.0405384 0.040762 0.0698557 0.0668683 0.0405513 0.045355 0.0387463 0.0632554 0.034731 0.0346598 0.0530063 0.0354049 0.0332864 0.0488334 0.0533901 0.0639167 0.0359339 0.032054 0.0335541 0.027173 0.0268936 0.038754 0.0259329 0.0331215 0.0292627
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 -0.03694999999999999 0.098630000000000009 1.0000000180025095e-35 0.039215000000000007 0.0028900000000000006 0.40020000000000006 0.093875000000000014 0.10060500000000001 -0.07490999999999999 0.51222500000000004 -0.0091949999999999983 -0.071139999999999995 -0.0025349999999999995 0.088005000000000014 -0.13309499999999996 -0.015259999999999998 -0.10474999999999998 -0.41942499999999994 -0.44310499999999992 0.037245000000000007 -0.0064149999999999997 -0.082084999999999977 0.085155000000000022 -0.065229999999999996 -0.082769999999999982 0.083760000000000015 -0.065759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 13 6 8 -8 9 10 -6 -10 -13 22 -5 16 -16 -3 -19 21 24 -20 -1 -24 -21 26 -7 29 -29 -15
right_child=1 17 3 14 5 25 7 -9 11 -11 -12 12 -14 27 15 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013886454765899825 0.00014379541722259353 0.00423707358192055 0.0064229283718716199 -0.00029546101695381195 0.0064923133511372196 0.0092365002462073513 0.0073459888385481497 0.0031078500402617029 0.0098977739076045439 0.0073509012238078186 0.0020511115351766951 0.0010856456916641308 0.0066262819153889308 0.0098585893701323701 0.0057262411659057431 0.0075067908559558975 0.0013046825680992863 -0.0029147544450572006 0.0026933642115909606 -0.00067354242066637831 -0.002983435375533779 0.0076226819916406568 0.0034267288465092988 0.0085413309543029125 0.0031274043037282195 0.01068146369419992 0.0034921936918787346 0.006119204471782126 0.0097222416303478758 0.0068197346917863531
leaf_weight=26 28 53 115 21 27 23 139 54 22 21 155 27 87 34 27 33 55 23 50 26 34 21 29 23 68 20 24 1364 26 466
leaf_count=26 28 53 115 21 27 23 139 54 22 21 155 27 87 34 27 33 55 23 50 26 34 21 29 23 68 20 24 1364 26 466
internal_value=0 0.00317064 0.00433888 0.00480686 0.00608275 0.00529204 0.00500009 0.00616019 0.00433963 0.00319007 0.00270997 0.00605551 0.00531403 0.00632342 0.00344033 0.00412252 0.00276056 0.0019854 0.00144784 0.00195206 0.000732145 0.00415133 0.00425552 0.00568896 0.00207608 0.00761017 0.00630324 0.00640876 0.0061866 0.00702638
internal_weight=0 554 279 251 2567 599 532 193 339 203 182 136 114 1968 136 115 82 275 222 199 128 71 78 52 94 67 47 1890 1390 500
internal_count=3121 554 279 251 2567 599 532 193 339 203 182 136 114 1968 136 115 82 275 222 199 128 71 78 52 94 67 47 1890 1390 500
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=31
num_cat=0
split_feature=4 2 12 149 1 3 4 15 39 133 13 2 12 150 43 43 2 400 2 1211 402 16 42 1211 402 1 129 2 13 133
split_gain=0.316364 0.108454 0.0649156 0.0483307 0.0462703 0.0412885 0.048688 0.070644 0.0369794 0.0399604 0.0323912 0.0313788 0.0297042 0.0468642 0.0416805 0.0582144 0.0589089 0.0473544 0.0657004 0.0334937 0.0313081 0.0335592 0.0415853 0.0352415 0.0417104 0.0571239 0.0305846 0.0295352 0.027919 0.0262952
threshold=0.36766000000000004 0.14285500000000004 -0.010834999999999999 0.07770500000000001 0.09253500000000002 0.11296500000000002 -0.031404999999999995 -0.059484999999999989 0.084405000000000008 0.086990000000000012 -0.0093149999999999986 0.090790000000000023 0.087830000000000005 0.11156000000000001 0.10915000000000001 0.016310000000000002 0.08647500000000001 -0.014055 0.085485000000000019 0.087635000000000005 0.2506000000000001 -0.066924999999999985 0.11603500000000001 -0.43000499999999992 0.095250000000000015 0.085760000000000017 0.090540000000000023 0.25063000000000007 0.095710000000000017 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 27 11 12 -7 -8 -6 -10 -11 -1 13 14 15 17 -17 18 -4 28 21 23 26 -14 -25 -26 -23 -2 -19 -3
right_child=3 29 5 -5 8 6 7 -9 9 10 -12 -13 20 -15 -16 16 -18 19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0092374923825263976 0.0019858962475379767 0.00060741485131075032 0.0060867821491073547 0.00612428717798105 -0.00021314008415849401 0.0063075079441707775 0.0043621150204645734 -0.0030881172581575813 0.0052822313252203039 0.0036530223767519653 -0.0012059884692501763 0.0047160135789454218 0.001956748062123855 0.0018390274764969947 0.010173931345343591 0.0055296276463195687 -0.0012066904677166827 0.0063022026003993611 -0.00059078131680903232 0.010552349020726978 0.0016563916875218803 0.005353877851423057 0.0018923938600204479 0.0058547223494436239 0.0063377268710418759 0.012836532505406513 0.0025956932295568636 -0.0018198492934144187 0.0095723361121835548 0.0041329597222262661
leaf_weight=20 279 56 41 27 31 38 35 20 68 34 23 66 21 25 26 34 21 790 23 20 22 618 41 557 38 21 43 22 27 34
leaf_count=20 279 56 41 27 31 38 35 20 68 34 23 66 21 25 26 34 21 790 23 20 22 618 41 557 38 21 43 22 27 34
internal_value=0 0.00535427 0.00546798 0.00207129 0.00390519 0.00562165 0.00355481 0.00165294 0.00287852 0.00364525 0.00169237 0.00576752 0.00570282 0.00611457 0.00622342 0.00611598 0.00295758 0.00630878 0.00368703 0.00650925 0.00539817 0.00545965 0.00498276 0.0059852 0.00612253 0.00865086 0.00517445 0.00170774 0.00641027 0.00193929
internal_weight=0 2793 2703 328 242 2461 93 55 156 125 57 86 2368 1007 982 956 55 901 64 837 1361 1339 702 637 616 59 661 301 817 90
internal_count=3121 2793 2703 328 242 2461 93 55 156 125 57 86 2368 1007 982 956 55 901 64 837 1361 1339 702 637 616 59 661 301 817 90
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=31
num_cat=0
split_feature=4 2 12 15 47 1 52 3 4 47 149 16 47 47 12 43 43 2 133 1212 42 475 2 1429 150 4 4 43 42 160
split_gain=0.256255 0.0878475 0.0537859 0.0464781 0.0623607 0.0528136 0.0652722 0.0434901 0.0775998 0.0393542 0.0391479 0.0349612 0.0278169 0.0287367 0.0257899 0.0396307 0.0454967 0.0557346 0.114626 0.0337328 0.0704446 0.0320693 0.0648367 0.0484114 0.0346071 0.0279122 0.0451468 0.0963518 0.0665817 0.0423213
threshold=0.36766000000000004 0.14285500000000004 1.0000000180025095e-35 0.013270000000000002 1.0000000180025095e-35 0.10089500000000001 -1.0000000180025095e-35 0.092670000000000016 -0.031404999999999995 0.11635500000000001 0.07770500000000001 0.029300000000000003 0.10397500000000001 0.094825000000000007 0.087830000000000005 0.08845500000000002 0.0034250000000000005 0.084245000000000014 -0.088669999999999985 -0.064959999999999976 0.086375000000000021 -0.085684999999999997 0.087545000000000026 0.083715000000000026 0.10699000000000002 -0.0083799999999999986 -0.080744999999999997 -0.08287499999999999 0.085465000000000013 -0.0048599999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -9 12 -2 -5 13 -6 15 16 19 -18 -19 20 -4 22 23 -21 25 26 -23 -28 -29 -27
right_child=10 -3 14 11 9 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 21 -22 24 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.0046749434990122274 0.0015369618855795028 0.0017453585608099174 0.0053238616338657108 0.008906778157313144 0.0075600615988618558 0.0024195154919046521 -0.00351162468812064 0.004742573549963474 -0.0028314226762934901 0.0028047708550730023 0.0055118584535429607 0.0044326207250560403 0.010187168398406358 0.0028083414305001501 0.0048768070524131176 0.0092856624862179167 0.0073868568381294606 0.0061287016364867282 -0.0037504664486429345 0.0082188827281987117 0.012803254027385264 0.0057468790529085143 0.010940110484408516 0.0015063383816076178 0.0012580430112956536 0.0051139659634692244 0.005471970583454569 -0.0037783984259779878 0.0033994551814560386 0.0083752197681557557
leaf_weight=169 301 90 34 31 35 96 23 31 24 32 27 40 20 20 1379 28 20 23 24 22 20 252 31 21 21 94 92 24 28 69
leaf_count=169 301 90 34 31 35 96 23 31 24 32 27 40 20 20 1379 28 20 23 24 22 20 252 31 21 21 94 92 24 28 69
internal_value=0 0.00481884 0.00492118 0.00400829 0.00363312 0.00297562 0.00127316 0.00388005 0.00143756 0.00574079 0.00186416 0.00638613 0.0069935 0.00583216 0.00513915 0.00558968 0.00545615 0.00296546 0.00108402 0.00569185 0.00809401 0.0054935 0.00745395 0.00494066 0.00524338 0.0053931 0.00493974 0.00352725 8.65997e-05 0.0064945
internal_weight=0 2793 2703 521 450 343 119 224 55 107 328 71 75 55 2182 803 775 67 47 708 54 654 74 43 580 559 396 144 52 163
internal_count=3121 2793 2703 521 450 343 119 224 55 107 328 71 75 55 2182 803 775 67 47 708 54 654 74 43 580 559 396 144 52 163
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 2 2 0 4 2 12 0 1 14 49 50 3 0 4 4 150 160 48 3 4 2 3 1 40
split_gain=24.2236 2.77889 2.42303 1.50302 1.37787 0.975499 0.97389 0.826758 0.752822 0.669981 0.626685 0.516548 0.417478 0.334468 0.295789 0.29123 0.284937 0.266959 0.264842 0.261497 0.256725 0.249027 0.288734 0.289092 0.234193 0.198713 0.243227 0.227449 0.197027 0.196294
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.04735000000000001 0.14285500000000004 -1.0000000180025095e-35 -0.076579999999999995 -0.17966999999999997 0.10803500000000001 0.13597000000000004 -0.23194499999999998 0.10124500000000002 0.076175000000000007 -0.012034999999999999 0.041865000000000006 -0.14847999999999997 -0.10836499999999999 -0.046564999999999988 0.27834500000000006 0.091105000000000005 -0.078564999999999982 0.084170000000000009 -0.11171999999999999 -0.064054999999999987 0.099185000000000009 0.013900000000000001 0.12958500000000003 -0.077714999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 12 8 7 29 14 -6 28 17 -1 21 18 -2 -8 -10 -4 -12 -7 22 -11 -24 -19 26 -14 -27 -9 -3
right_child=1 6 5 -5 9 20 16 10 11 13 19 -13 25 -15 -16 -17 -18 24 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.001269648881519542 0.00071692066376700123 0.0004991852518355423 0.00086660468183896125 0.00057124891456573901 0.0010581576611179856 0.00096267080709005711 0.00028710874190689372 0.0009684195360185415 0.0011262014873471915 0.00066649336802636653 0.00078124498619752767 0.00071904163201040215 0.0011327716503657546 0.00065552717059713195 0.0012324171353115436 0.00097798515755908666 0.00052167724503336265 0.00083546408703627278 0.0010939564117000606 0.00054166435621893301 0.00073627388082187265 0.00063324300024439307 0.0010642293128458893 0.00080456905488049423 0.0010135561466223977 0.00098136646608101776 0.00087833191469019532 0.00076925759660262686 0.00069951934265155417 0.00031563322105653446
leaf_weight=22 20 42 20 74 31 232 85 22 76 21 20 23 52 85 59 92 26 31 1310 141 21 22 32 34 337 77 20 26 20 48
leaf_count=22 20 42 20 74 31 232 85 22 76 21 20 23 52 85 59 92 26 31 1310 141 21 22 32 34 337 77 20 26 20 48
internal_value=0 0.000589771 0.00103096 0.000788094 0.000895332 0.0010581 0.000498463 0.000557718 0.00107367 0.000790494 0.00062707 0.00100556 0.00101507 0.000747723 0.00109656 0.000931366 0.000342053 0.0010204 0.00109054 0.000571426 0.000943879 0.000819618 0.000866748 0.000930465 0.000998554 0.000983067 0.00106209 0.000927824 0.000840372 0.000401291
internal_weight=0 590 2531 186 422 2109 404 293 1856 225 203 467 197 194 1389 112 111 444 1330 161 253 109 87 66 368 175 72 103 42 90
internal_count=3121 590 2531 186 422 2109 404 293 1856 225 203 467 197 194 1389 112 111 444 1330 161 253 109 87 66 368 175 72 103 42 90
is_linear=0
shrinkage=0.00196078


Tree=6727
num_leaves=31
num_cat=0
split_feature=1 12 44 2 3 12 132 47 2 12 4 4 0 151 52 15 14 15 3 34 2 10 2 4 391 0 15 48 52 4
split_gain=0.288399 0.0750332 0.0569103 0.04493 0.0384139 0.0524659 0.03801 0.0355827 0.0506908 0.0445388 0.0445002 0.0352356 0.0332262 0.0389286 0.0345612 0.0448395 0.0448668 0.0345418 0.030947 0.0308893 0.0465051 0.035582 0.030577 0.0294634 0.0281399 0.0281282 0.0275656 0.0272255 0.0650412 0.0506984
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 0.10855000000000002 0.31534000000000006 -0.42850999999999995 0.08696000000000001 0.096300000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 -0.064054999999999987 0.053180000000000012 -0.089964999999999976 -0.088054999999999981 0.084735000000000019 -0.040804999999999994 0.078745000000000009 -0.088749999999999982 -0.045649999999999989 -0.038779999999999995 0.116525 0.069930000000000006 0.089605000000000018 -0.04890499999999999 -0.077824999999999991 -0.068944999999999992 -0.042209999999999991 0.093265000000000015 0.14295500000000003 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 19 -6 -5 8 9 25 -10 12 13 -3 15 17 -17 -15 24 -2 21 -21 -16 -22 -14 -1 -25 29 -29 -26
right_child=4 11 -4 6 5 -7 -8 -9 10 -11 -12 -13 18 14 22 16 -18 -19 -20 20 23 -23 -24 26 27 -27 -28 28 -30 -31
leaf_value=0.0061486346423625946 2.4605559156043457e-05 0.0031927469145176151 0.0083992121023281179 0.0031162700898546194 0.0034229412067147413 -0.0015917423323521182 -0.0015303099091397599 0.0086346961837261912 0.0066241880540402753 -0.0016881746832620014 0.0039762479392395893 0.0043960110427152749 0.0091928126243874444 0.0072236630016395565 0.0064633352553416321 0.011015662791109399 0.006067055366346958 0.0025714312074705961 0.0016013688352402478 0.0061126995409070866 0.0055424726290983113 0.0013952291179780982 0.0023652217169292272 0.0021424677518440322 0.010280220244418492 0.0018727301503531635 -0.0019082254613749683 0.0053091286929945157 -0.0011571055145135948 0.0054436703024733296
leaf_weight=25 36 31 30 147 34 54 20 20 102 22 168 280 20 79 67 57 27 20 21 67 21 21 25 105 22 40 20 60 21 1459
leaf_count=25 36 31 30 147 34 54 20 20 102 22 168 280 20 79 67 57 27 20 21 67 21 21 25 105 22 40 20 60 21 1459
internal_value=0 0.00517675 0.00415909 0.00392526 0.00216019 0.000345749 0.00255979 0.00453012 0.00430017 0.00220098 0.00497658 0.0054436 0.00559726 0.00655213 0.00693082 0.00772569 0.00942504 0.00628382 0.00541498 0.00275157 0.0031711 0.00498694 0.00534972 0.00207662 0.0054656 0.00351731 0.00149436 0.00541788 0.0036327 0.00551552
internal_weight=0 2763 574 544 358 88 167 377 357 87 270 2189 1909 306 275 183 84 99 1603 270 234 88 92 146 1582 65 125 1562 81 1481
internal_count=3121 2763 574 544 358 88 167 377 357 87 270 2189 1909 306 275 183 84 99 1603 270 234 88 92 146 1582 65 125 1562 81 1481
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 1 4 0 151 51 3 1 16 4 0 3 1428 472 1452 11 41 16 43 42 402 402 159 403 4 51 12
split_gain=0.23529 0.0644487 0.040776 0.0378449 0.0348051 0.0370977 0.0360239 0.0338229 0.037551 0.0371506 0.0416056 0.0295647 0.0278561 0.0285101 0.0468454 0.0389736 0.0365636 0.0339696 0.0305901 0.0361103 0.0334771 0.0709257 0.0372059 0.0301453 0.0694521 0.0414978 0.0345701 0.0342597 0.0318713 0.0346298
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.14860500000000001 -0.031404999999999995 -0.019414999999999998 0.095500000000000015 0.092545000000000016 0.11296500000000002 0.095695000000000016 -0.25582999999999995 0.053180000000000012 -0.079119999999999982 -0.059315 0.08653000000000001 -1.0000000180025095e-35 0.087755000000000014 0.075910000000000019 0.079395000000000007 0.0065250000000000004 -0.085594999999999991 0.086950000000000013 0.091090000000000018 0.020685000000000005 0.04105000000000001 0.23383500000000004 -0.51843499999999987 0.090050000000000005 0.096075000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 11 8 -5 10 -10 -6 13 14 17 23 -17 18 20 -20 -3 -22 -23 24 25 27 -25 -15 -29 -30
right_child=4 12 -4 7 6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 16 -18 -19 19 -21 21 22 -24 26 -26 -27 -28 28 29 -31
leaf_value=0.0072378957556793466 0.0051221696265246267 0.0051958707631446117 -0.0001525112015839953 0.0041809066385955296 -0.00089820561777080663 0.0018515433558107667 -0.0031048217376407525 -0.00023626769438816979 0.0061298809712752702 -0.001987550880294293 -0.00010648277588188649 0.0044141213817056272 0.0039767056588780368 0.0085781231685541567 0.0099964632830094741 0.0044814576637387899 0.010001388789775472 0.0083988553077109489 0.0095591970778872506 0.0045206848578527572 0.0063715128189736478 -0.0023108505485156042 0.0030313015740830451 0.0083187369925498567 -0.0014649314551868223 0.0011345396388489277 0.0036126786851565598 0.0046442122480562422 -0.00125111163884867 0.0040860971751352469
leaf_weight=32 41 1052 26 447 22 225 26 21 23 20 20 20 286 20 21 24 24 33 33 25 41 22 32 37 22 39 27 409 20 31
leaf_count=32 41 1052 26 447 22 225 26 21 23 20 20 20 286 20 21 24 24 33 33 25 41 22 32 37 22 39 27 409 20 31
internal_value=0 0.00464824 0.00371928 0.00389809 0.00183953 0.00235566 -0.000179463 0.00369682 0.00385877 0.00157312 0.00322925 0.00163147 0.00489717 0.00503486 0.00531295 0.00449867 0.00724142 0.00523351 0.00514682 0.00738742 0.00503352 0.00323574 0.000854869 0.00428107 0.00403828 0.00427156 0.00633337 0.00452644 0.00435028 0.00199307
internal_weight=0 2787 589 563 334 266 68 531 510 63 43 42 2198 1912 1259 653 48 1238 1205 58 1147 95 54 605 541 519 64 480 460 51
internal_count=3121 2787 589 563 334 266 68 531 510 63 43 42 2198 1912 1259 653 48 1238 1205 58 1147 95 54 605 541 519 64 480 460 51
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=31
num_cat=0
split_feature=1 2 4 97 1 0 43 16 48 156 0 0 0 13 43 12 14 15 457 51 51 11 41 49 49 11 41 1429 159 455
split_gain=0.190585 0.0526286 0.0409574 0.0363718 0.0333537 0.0546448 0.0461776 0.0313224 0.0559647 0.0304286 0.0704613 0.0435811 0.0739553 0.0372923 0.0461266 0.0395617 0.0289342 0.0284512 0.0272639 0.0377259 0.0331328 0.0266735 0.0496595 0.0262811 0.0566851 0.0416098 0.0577097 0.0478083 0.0844164 0.036509
threshold=0.12000500000000001 0.10252500000000002 -0.49405499999999997 -0.083924999999999986 0.084785000000000013 0.089620000000000019 -0.00045499999999999995 -0.48836499999999994 0.084670000000000009 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.072819999999999982 -0.03898999999999999 -0.081419999999999979 0.076975000000000002 -0.090344999999999995 0.045365000000000009 -0.11063499999999998 -0.057604999999999996 0.077290000000000011 0.079885000000000025 0.085970000000000005 0.088595000000000021 0.076560000000000003 0.077565000000000009 0.083985000000000018 0.03981500000000001 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 7 -6 -9 10 11 17 -13 15 -15 -14 23 -2 19 -8 -21 -18 -23 25 -25 27 -27 29 -29 -5
right_child=9 2 4 16 6 -7 18 8 -10 -11 -12 12 13 14 -16 -17 21 -19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0011235982634719801 0.0010675128388573372 0.0058187762371099162 0.004229284447785097 0.0043972040424807507 0.0030544061959517422 -0.00074478653453600909 0.0079549069487256929 -0.0041086107180620147 0.0019285732528848767 0.0046939672467609245 -0.002798150924112027 0.0077115510329604153 0.0025586509317185521 0.0014338486036285759 0.0056857805504391548 -0.0020673989446980778 0.0043702874124344239 -0.0035150323843117803 0.00094483447431300118 -0.00023951065218584105 0.004084993615378063 0.011053914112077717 0.004306970974430442 0.0082983895200395997 0.0046364666834456643 0.0040944223728729412 -0.0027531397703569383 0.0039346006865214021 -0.0028348936876282098 0.0079779853741236938
leaf_weight=33 42 62 277 1569 32 24 20 28 34 30 36 25 36 65 42 38 38 20 39 22 91 24 20 51 247 32 20 70 25 29
leaf_count=33 42 62 277 1569 32 24 20 28 34 30 36 25 36 65 42 38 38 20 39 22 91 24 20 51 247 32 20 70 25 29
internal_value=0 0.00418341 0.00337851 0.00441802 0.00311168 0.00383268 0.0022958 0.000513525 -0.000797897 0.00165558 0.00135574 0.00191372 0.00261331 0.00190913 0.00310283 0.000183112 0.00446918 -0.000410728 0.00326984 0.0039516 0.00324305 0.00631103 0.00798712 0.00439526 0.00526317 0.00424704 0.00146074 0.00433262 0.00215315 0.00446219
internal_weight=0 2787 629 2158 567 301 266 94 62 334 304 268 206 181 107 74 2125 62 172 133 113 82 44 2043 298 1745 52 1693 95 1598
internal_count=3121 2787 629 2158 567 301 266 94 62 334 304 268 206 181 107 74 2125 62 172 133 113 82 44 2043 298 1745 52 1693 95 1598
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=31
num_cat=0
split_feature=4 2 3 39 149 147 4 42 13 14 52 10 43 9 158 1456 133 133 1444 4 3 12 483 475 1416 16 1212 481 151 14
split_gain=0.154721 0.0592163 0.047005 0.032946 0.0321412 0.0282624 0.070273 0.0256405 0.0407445 0.0256302 0.030334 0.0341065 0.028359 0.0234324 0.020922 0.0496251 0.0255985 0.0374465 0.0244491 0.0365661 0.0316351 0.0291055 0.026772 0.0420153 0.0256655 0.0287545 0.0610715 0.0629765 0.0409338 0.0319185
threshold=0.36766000000000004 0.17025000000000004 0.31299000000000005 0.056590000000000008 0.07770500000000001 0.089365000000000014 -0.0043399999999999992 -0.079539999999999986 -0.0079349999999999993 -0.47071999999999997 0.12354000000000001 -1.0000000180025095e-35 0.097930000000000017 0.081890000000000004 0.07968500000000002 0.11027500000000001 -0.54656499999999986 -0.53082999999999991 -0.083144999999999983 -0.51843499999999987 -0.10115999999999999 0.13597000000000004 -0.096724999999999992 -0.08100499999999998 1.0000000180025095e-35 -0.010264999999999998 0.041590000000000009 -0.081539999999999987 -0.14960499999999996 0.080160000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 13 -7 -5 -9 -2 11 -11 -13 14 16 -16 -1 -18 -19 20 -20 22 23 -21 25 28 27 -27 -24 -30
right_child=4 -3 -4 7 -6 6 -8 8 -10 10 -12 12 -14 -15 15 -17 17 18 19 21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0071989082063183846 0.0038459608942503112 -0.00038494931489848944 0.00067860847636264695 0.004709334272712945 0.0047721885932400327 0.0045186119916086854 -0.0029934666515327992 0.0029278825327391528 -0.00085690128742843064 -0.0024587887873268404 0.0031308413066653885 0.001348421046003107 -0.0025545930977733363 0.0067062383473967205 0.005232109553864165 4.6659136423841118e-05 7.2960533613625623e-05 0.0004115445114439354 0.0094605876429175798 0.0092163439762468144 0.0040343659974279855 0.0007721257116645575 0.0081720954195285845 0.0034659027290116582 0.0069723828648700602 0.0076614377280587662 -0.0011422838695580139 0.0032333115166768727 0.0039403028872221036 0.0079669394437223689
leaf_weight=23 32 34 47 47 27 33 20 123 37 36 48 164 21 32 239 20 26 20 22 24 21 30 24 27 26 34 30 580 1254 20
leaf_count=23 32 34 47 47 27 33 20 123 37 36 48 164 21 32 239 20 26 20 22 24 21 30 24 27 26 34 30 580 1254 20
internal_value=0 0.00376289 0.003814 0.00386834 0.00146701 0.00396853 0.00168387 0.00265586 0.00205265 0.00117053 0.000852262 0.000357367 0.000905376 0.00401792 0.00398237 0.00483169 0.00388058 0.00384488 0.00389131 0.00392458 0.00681057 0.00386402 0.00390996 0.00617199 0.00385134 0.00380955 0.00326326 0.00347852 0.00408059 0.00400352
internal_weight=0 2793 2759 2712 328 2505 53 207 160 301 269 221 185 2452 2420 259 2161 2138 2112 2092 43 2049 2019 51 1968 1942 644 614 1298 1274
internal_count=3121 2793 2759 2712 328 2505 53 207 160 301 269 221 185 2452 2420 259 2161 2138 2112 2092 43 2049 2019 51 1968 1942 644 614 1298 1274
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 1 1 0 2 50 4 2 49 2 130 13 4 2 160 0 2 1 4 15 15 133
split_gain=20.3285 3.23657 2.07419 1.71683 1.2782 0.960503 0.71238 0.688904 0.584509 0.529747 0.3632 0.35928 0.357788 0.31576 0.280916 0.335731 0.250017 0.20322 0.184743 0.184542 0.17628 0.18079 0.161683 0.15736 0.155376 0.13225 0.13138 0.124222 0.122403 0.121634
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.14960000000000004 0.092845000000000025 0.089625000000000024 -0.10324499999999999 -1.0000000180025095e-35 0.041865000000000006 -0.15464999999999998 0.10467500000000002 -0.054984999999999992 0.31358000000000003 -0.076894999999999977 -0.0095349999999999983 -0.55119499999999988 0.092365000000000017 -1.0000000180025095e-35 -0.15350499999999997 -1.0000000180025095e-35 0.12873500000000002 -0.0070899999999999991 -0.095869999999999983 -0.41942499999999994 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 16 10 23 -5 20 27 25 17 -14 -16 -6 28 -17 -20 -1 -22 -21 -7 -13 -3 -18 -12 -4 -25
right_child=1 2 13 9 6 8 -8 -9 -10 -11 11 24 14 -15 15 18 26 -19 19 22 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0010954915494417335 0.00088745297093263469 0.00043233531609979526 0.00034700697943968622 0.00081179326683456583 0.0005888421709338824 0.00067431397532817137 0.00048346561750783288 0.0010954569815317078 0.00052840431567792803 0.00051152391272311752 0.00079830586344149758 0.00071256133187718753 0.00071754017881318628 0.00041502800788365159 0.00068047270990404939 0.00026877319424267054 0.00096717954210651796 5.0646035560692834e-05 0.00040440731646375393 0.00068052482106883765 0.00092912163270664921 0.0008738024396096625 0.00048435838478265192 0.00085572046465600001 0.00088792566318047724 0.00029008869487878822 0.00078123283809890937 0.00058907064901409195 0.00017856167913047187 0.00075520489286406804
leaf_weight=22 76 47 27 37 20 23 47 79 26 58 20 21 20 30 27 20 21 30 90 21 1203 280 70 324 259 54 48 24 43 54
leaf_count=22 76 47 27 37 20 23 47 79 26 58 20 21 20 30 27 20 21 30 90 21 1203 280 70 324 259 54 48 24 43 54
internal_value=0 0.000505716 0.000458542 0.000886859 0.000517497 0.000897372 0.000678748 0.000916185 0.000813307 0.000628471 0.000908441 0.00084889 0.00045466 0.000238597 0.000494725 0.00047518 0.000781874 0.000185667 0.000447603 0.000467363 0.000921262 0.000918677 0.000529628 0.00083178 0.000874773 0.000356283 0.000837825 0.000684178 0.000243533 0.000841361
internal_weight=0 691 615 2430 485 2335 136 1908 427 95 1829 324 349 130 248 228 89 100 201 181 1505 1483 91 401 280 101 69 44 70 378
internal_count=3121 691 615 2430 485 2335 136 1908 427 95 1829 324 349 130 248 228 89 100 201 181 1505 1483 91 401 280 101 69 44 70 378
is_linear=0
shrinkage=0.00196078


Tree=6732
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 14 2 457 4 3 12 16 16 147 16 1447 1 47 159 1 0 14 16 47 52 52
split_gain=13.5242 2.1548 1.44315 1.2233 0.633082 0.497551 0.462697 0.419609 0.372443 0.337891 0.291981 0.238286 0.185544 0.173672 0.204085 0.143625 0.140696 0.138777 0.136597 0.12647 0.124305 0.110113 0.101312 0.099897 0.114054 0.0996325 0.0980891 0.0867615 0.0828838 0.112837
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.089885000000000007 0.12958500000000003 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.10021000000000001 0.27834500000000006 -0.12711499999999995 0.091625000000000012 0.10246000000000001 -0.52595999999999987 1.0000000180025095e-35 -0.037154999999999994 -0.082869999999999985 0.090540000000000023 0.078345000000000012 0.082585000000000006 0.085110000000000005 -0.070154999999999981 -0.41790499999999997 -0.11118499999999999 0.10350500000000001 -0.56176499999999996 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 9 10 27 11 -5 13 12 16 17 14 -1 21 -6 -3 -7 -18 -15 -2 28 24 -24 -14 -12 -4 -21 -30
right_child=1 5 6 8 7 18 -8 -9 -10 -11 26 -13 25 20 -16 -17 19 -19 -20 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.000635287877920942 0.00026326755877109425 0.00035261663901573961 0.0006417685390494698 0.00056438345790785899 0.0004362860795420905 0.0002541761685184087 0.00033326248818661507 0.00040588759470219706 0.0003097381624672881 0.00079534832089792735 8.2843286691181868e-05 0.00038241674320078364 0.00023049401800152755 0.00065738364303259103 0.00038325900349324269 0.00045703547038868363 0.00070758115754129727 0.00014748075989141964 0.00046563692587822398 0.00067695028564755265 0.00060809748343854119 0.00038521265226492557 0.00066107180152161443 0.00077549056387415125 0.00051158351787165097 0.00010551964317602354 -8.8623078827383364e-05 0.00053606376865422526 0.0005591340857724875 0.00061088155079150113
leaf_weight=30 175 32 72 34 20 24 32 48 63 59 29 20 32 1052 21 20 42 21 23 38 242 34 80 20 26 105 23 51 355 298
leaf_count=30 175 32 72 34 20 24 32 48 63 59 29 20 32 1052 21 20 42 21 23 38 242 34 80 20 26 105 23 51 355 298
internal_value=0 0.000300938 0.000397189 0.000614785 0.000623688 0.000173046 0.000543297 0.00058451 0.000398995 0.000650114 0.000137191 0.000594047 0.000172822 0.000643743 0.000531511 0.000298296 0.000598863 0.000271336 0.000357657 0.000602648 0.000648166 0.000283106 0.000597254 0.000648387 0.000624405 0.000134711 7.00239e-06 0.00059794 0.00058793 0.000582749
internal_weight=0 673 384 2448 2351 289 155 947 97 1404 242 899 190 1345 51 229 879 53 47 859 1294 209 817 126 106 137 52 123 691 653
internal_count=3121 673 384 2448 2351 289 155 947 97 1404 242 899 190 1345 51 229 879 53 47 859 1294 209 817 126 106 137 52 123 691 653
is_linear=0
shrinkage=0.00196078


Tree=6733
num_leaves=31
num_cat=0
split_feature=1 12 44 4 39 474 1 16 1 4 16 43 4 483 12 0 1428 48 1447 472 133 13 12 130 12 1 3 43 43 13
split_gain=0.226567 0.0654206 0.0392196 0.0366571 0.0490594 0.0412197 0.0478165 0.0335152 0.0317321 0.0323902 0.0294125 0.0273828 0.0271124 0.0259014 0.0322294 0.0247259 0.0384115 0.0372216 0.0602678 0.0339865 0.0318086 0.0302443 0.0405664 0.0776776 0.0569488 0.0490466 0.0351971 0.0389985 0.0290796 0.029029
threshold=0.12000500000000001 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.085425000000000015 0.086990000000000012 0.095950000000000021 0.24134000000000003 0.14860500000000001 -0.031404999999999995 -0.11118499999999999 -0.11720999999999999 0.053180000000000012 0.095980000000000024 0.11586 -0.076234999999999983 0.08653000000000001 0.092475000000000016 -0.051529999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.049530000000000012 0.090840000000000018 0.0084900000000000028 0.090455000000000021 0.088135000000000005 -0.080289999999999986 -0.0098449999999999979 0.016310000000000002 -0.053889999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 -1 9 -2 -10 -8 15 14 -11 21 17 18 -17 -18 28 22 24 25 -3 29 -27 -28 -20 -24
right_child=8 12 -4 5 -6 -7 11 -9 10 13 -12 -13 -14 -15 -16 16 19 -19 20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0089244983081395429 0.0048634821526342782 0.0051287045600489738 0.0070678758274410822 0.0045071247902508547 0.0007509756163926796 -0.00036569230935790326 0.0058230136532247782 0.0046637396546429953 0.0019375825941096991 0.0010486848628636876 -0.0022219229927834343 0.0020435839225749742 0.0038844943651237516 0.0052424497506581257 0.0051837702093291138 0.0091763751193260149 0.0044160378815528622 0.00096005194419477549 0.0083545265077003116 0.009795422680959431 0.0035859613111734346 0.0038302412455847772 0.0054292423827164288 0.010666175313747011 -0.00013461803485240257 0.010601250787686485 0.0079400254201821303 0.0027022785152352995 0.0042937866960548699 0.00213846861657466
leaf_weight=30 41 975 31 186 20 33 21 48 34 184 34 220 286 20 21 24 24 36 29 23 322 156 91 37 21 26 44 21 45 38
leaf_count=30 41 975 31 186 20 33 21 48 34 184 34 220 286 20 21 24 24 36 29 23 322 156 91 37 21 26 44 21 45 38
internal_value=0 0.00454179 0.00360585 0.00341352 0.00516953 0.00303941 0.00330257 0.00630249 0.00178563 0.00227845 -0.00014217 0.00237291 0.00479259 0.00180741 0.00147228 0.00492842 0.00432655 0.004046 0.00431051 0.0070485 0.00401561 0.00514329 0.00530676 0.0064269 0.00501773 0.00571393 0.00749166 0.00624783 0.00588516 0.00445987
internal_weight=0 2787 589 558 98 460 427 78 334 266 68 241 2198 225 205 1912 503 456 420 47 396 1409 1253 257 996 220 91 65 74 129
internal_count=3121 2787 589 558 98 460 427 78 334 266 68 241 2198 225 205 1912 503 456 420 47 396 1409 1253 257 996 220 91 65 74 129
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 2 1 2 47 1 2 2 4 2 3 52 2 160 475 150 10 4 48 160 3 1 3
split_gain=23.9158 4.09325 2.50334 1.81623 1.54103 1.11072 0.74409 0.73918 0.691486 0.598559 0.528229 0.525036 0.367483 0.549444 0.245716 0.233258 0.22581 0.212044 0.166017 0.213458 0.23616 0.165102 0.161993 0.147636 0.131018 0.121602 0.116166 0.107371 0.11321 0.105308
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.11474000000000002 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.13501500000000002 0.13082500000000002 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.55119499999999988 0.088850000000000012 -0.05647499999999999 -0.024714999999999997 0.11682500000000001 -1.0000000180025095e-35 -0.06562999999999998 1.0000000180025095e-35 -0.38124499999999995 0.23246000000000003 0.091545000000000015 0.022560000000000004 0.10299500000000002 0.076935000000000017 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 24 12 11 -5 21 17 15 14 -14 -1 29 -4 26 20 -20 -7 27 -10 -6 -18 -3 28 -23 -17
right_child=1 2 8 9 6 10 -8 -9 23 -11 -12 -13 13 -15 -16 16 25 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011899140841709352 0.0009636777415640952 0.0003907907756658914 0.00049569693909884958 0.00089049851425172539 0.00094213574632045539 0.00098774894965314593 0.00048856603079079804 0.0011693310538466379 0.0002226926131370545 0.00056582952773827756 0.00067805473645540337 0.00061185692705694025 0.00072968022273479493 0.00061890267959945956 0.00094999184744927131 0.0010037263194933724 0.00095972894385764566 0.00032047677586508782 0.00078326876403069965 0.00046144321386025342 0.00054420818157826655 0.00088462078384281967 0.00071586286261835039 1.038339089456142e-05 0.0007788335604994905 0.0008658407092873567 0.0005199595034925961 0.00075032981295211642 0.00099882506010948191 0.00089097698039966795
leaf_weight=21 76 59 32 34 51 63 24 76 34 61 48 35 21 23 266 913 457 156 24 54 47 274 22 20 30 60 49 20 38 33
leaf_count=21 76 59 32 34 51 63 24 76 34 61 48 35 21 23 266 913 457 156 24 54 47 274 22 20 30 60 49 20 38 33
internal_value=0 0.000534383 0.000481332 0.00094779 0.000594581 0.000958602 0.000791805 0.000979927 0.000343144 0.000682027 0.000872843 0.000391353 0.000971904 0.000910503 0.000933871 0.00098473 0.000981785 0.000350301 0.000505703 0.000554353 0.000625017 0.000895264 0.000878805 0.00014406 0.000881653 0.000948833 0.000449395 0.000889603 0.00089853 0.000999793
internal_weight=0 691 615 2430 338 2335 105 1870 277 95 465 223 1794 310 287 1484 1463 188 233 125 71 417 354 54 81 517 108 332 312 946
internal_count=3121 691 615 2430 338 2335 105 1870 277 95 465 223 1794 310 287 1484 1463 188 233 125 71 417 354 54 81 517 108 332 312 946
is_linear=0
shrinkage=0.00196078


Tree=6735
num_leaves=31
num_cat=0
split_feature=1 2 41 9 10 0 3 4 0 0 10 10 3 4 15 1373 1373 49 475 16 15 47 1 42 15 48 4 52 13 4
split_gain=0.250431 0.0717575 0.0578615 0.056425 0.0542828 0.0656839 0.0487375 0.0474125 0.0388645 0.0351116 0.0344585 0.0287174 0.027538 0.0344456 0.0473017 0.0298126 0.0366511 0.0268108 0.0284081 0.0262805 0.0255935 0.0255764 0.033303 0.0641508 0.025503 0.036769 0.0434467 0.0387785 0.0279194 0.0411477
threshold=0.10337500000000001 0.11682500000000001 0.088820000000000024 -1.0000000180025095e-35 0.058500000000000003 -0.13843999999999998 0.0022600000000000003 -0.15764999999999998 0.22582000000000002 -0.0058249999999999994 -0.0026549999999999994 -0.086389999999999981 0.092670000000000016 -0.072334999999999997 -0.059484999999999989 0.086880000000000013 0.078175000000000008 0.12595000000000003 0.068270000000000011 0.071345000000000006 -0.026084999999999994 0.11170500000000001 0.10984500000000001 0.090545000000000014 -0.11033999999999998 0.093265000000000015 -0.50052499999999989 0.13140000000000004 0.061215000000000012 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 10 5 6 -5 -3 11 20 -2 -1 15 -14 -15 16 17 18 24 -19 -9 22 -7 -24 -13 26 -26 -27 29 -28
right_child=1 2 -4 4 -6 21 -8 9 -10 -11 -12 12 13 14 -16 -17 -18 19 -20 -21 -22 -23 23 -25 25 27 28 -29 -30 -31
leaf_value=0.0012718991213478148 0.0025161705387290569 0.0048998476806445986 0.0068587095988914375 -0.00044702941684850628 0.00087123205194921175 0.0049026997361960277 0.0041456047761825824 0.0016588019327988309 0.0007243579519646509 -0.0029133630309091962 -0.0024242835966288116 0.0063521151348298792 0.0051845708711346292 0.0040643724859418242 -0.0019719277299286445 0.0018526386133291654 0.0090823562738175205 0.0059732332724430001 0.0079258311098735594 0.0018332496422100001 -0.0013667827076984176 0.0036561274980622515 0.010277091651170684 0.0044937025802509571 0.0083415575314401882 0.0042945881437377207 0.0011165544332470746 -0.00043827603652101498 0.0039550992610417881 0.0052887991839420242
leaf_weight=20 48 32 20 35 43 86 68 183 21 23 20 167 63 34 21 27 24 23 38 46 33 49 44 34 42 70 24 23 194 1566
leaf_count=20 48 32 20 35 43 86 68 183 21 23 20 167 63 34 21 27 24 23 38 46 33 49 44 34 42 70 24 23 194 1566
internal_value=0 0.00287909 0.00166811 0.00370438 0.00420468 0.00465828 0.002585 0.00128504 0.00500748 0.000801044 0.0010631 0.00504524 0.0050772 0.00358819 0.0017596 0.00515549 0.00519572 0.00515318 0.0052162 0.00321324 0.00119656 0.00566085 0.00625982 0.00775613 0.00516684 0.0050637 0.00516248 0.00312409 0.00508764 0.00522582
internal_weight=0 718 291 427 359 316 103 271 2403 239 68 2382 2362 118 55 2244 2217 2193 2124 69 216 213 164 78 2086 1919 1826 93 1784 1590
internal_count=3121 718 291 427 359 316 103 271 2403 239 68 2382 2362 118 55 2244 2217 2193 2124 69 216 213 164 78 2086 1919 1826 93 1784 1590
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=31
num_cat=0
split_feature=1 12 15 151 2 15 1 2 131 47 4 4 52 2 52 4 124 2 49 42 150 16 4 1456 158 2 402 43 483 0
split_gain=0.207818 0.059025 0.0393666 0.0322307 0.032215 0.0481655 0.0314984 0.0430513 0.035843 0.0332024 0.0312158 0.0303996 0.0285347 0.027593 0.0483315 0.0429427 0.0488201 0.0287367 0.0333936 0.0310127 0.0288902 0.0271236 0.0251484 0.0247046 0.0277455 0.0238064 0.0334674 0.0343099 0.0242635 0.0227758
threshold=0.12000500000000001 0.078300000000000008 0.035560000000000008 0.015440000000000001 0.11585500000000001 -0.042209999999999991 0.14262000000000002 0.25063000000000007 0.093840000000000021 0.085505000000000012 0.51164000000000009 0.058735000000000009 -0.067494999999999986 0.079055000000000014 0.047850000000000011 -0.011209999999999999 -0.083769999999999983 0.09358000000000001 -1.0000000180025095e-35 -0.031659999999999994 -1.0000000180025095e-35 0.10246000000000001 0.053180000000000012 0.094080000000000011 0.085030000000000008 0.12992500000000004 -1.0000000180025095e-35 0.0010100000000000003 0.058525000000000008 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -6 9 8 10 -2 -8 -11 -5 15 17 -1 -17 18 -15 -19 -21 -4 29 24 25 26 -24 28 -28 -3
right_child=6 22 21 12 5 -7 7 -9 -10 11 -12 -13 -14 14 -16 16 -18 19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00020880885929681171 0.0015085969697621123 0.00496615536677621 0.0073951920759282074 0.0033000062229921637 0.0032561298988408368 -0.0018168414753206349 0.00092932591408801583 -0.0038787222874816507 -0.0024717393868195362 0.0063632885960749151 0.0055518722735411891 0.0023481920372102074 -0.001535409272540934 0.0034534430533478206 0.0066388187608133788 0.00037115174134007907 0.0063504558470514096 -0.00020201628919624327 0.0077801812719553711 1.3033831492066384e-05 0.0041696493998339672 0.0030854653202645158 -0.00057367285669236235 0.00049262277951294732 0.0059562300697767311 0.0066410176084554275 0.00198851680761436 0.0060074515283367672 0.0054322860937995408 0.0042383558235407895
leaf_weight=39 148 1259 40 23 61 27 48 20 20 33 21 44 26 44 68 22 36 28 30 20 102 23 22 22 56 21 96 43 26 653
leaf_count=39 148 1259 40 23 61 27 48 20 20 33 21 44 26 44 68 22 36 28 30 20 102 23 22 22 56 21 96 43 26 653
internal_value=0 0.00434854 0.00345953 0.0031766 0.00342749 0.00169965 0.00170889 0.000313649 0.00125575 0.00238481 0.00233619 0.00406895 0.000734276 0.00381836 0.00430378 0.00235709 0.00408244 0.00359493 0.00520753 0.00279939 0.00348824 0.0058218 0.00458677 0.00371218 0.00398048 0.00344855 0.00309004 0.00357853 0.00272243 0.00471759
internal_weight=0 2787 589 526 477 88 334 109 89 225 69 77 49 389 292 97 58 224 74 150 122 63 2198 286 264 208 187 165 122 1912
internal_count=3121 2787 589 526 477 88 334 109 89 225 69 77 49 389 292 97 58 224 74 150 122 63 2198 286 264 208 187 165 122 1912
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 14 12 457 14 16 4 12 13 39 47 402 48 131 43 457 132 1427 42 16 16 1204 52 159 1204 1210
split_gain=0.169195 0.063967 0.0506297 0.0349349 0.0336391 0.0380831 0.0291922 0.0283244 0.0246188 0.0285329 0.0562319 0.036486 0.0318166 0.0289715 0.02444 0.0263652 0.0251236 0.0226197 0.0401826 0.0316271 0.030015 0.0319214 0.0276745 0.0256434 0.0506013 0.0456532 0.0467486 0.0474843 0.043683 0.0406757
threshold=0.36766000000000004 0.31299000000000005 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 -0.24175999999999997 0.15120000000000003 -0.15747999999999998 -0.47071999999999997 -0.15012499999999998 0.51303500000000013 0.092255000000000018 -0.016469999999999995 0.095830000000000012 0.098995000000000014 0.091530000000000014 -0.074214999999999989 1.0000000180025095e-35 0.031595000000000005 0.29113500000000009 0.082150000000000015 1.0000000180025095e-35 0.091465000000000005 -0.083134999999999987 -0.08453999999999999 -0.065099999999999977 0.51358000000000004 -0.092414999999999983 -0.082759999999999986 -0.078184999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 7 -7 -2 11 -11 13 -13 14 15 16 -10 19 -19 20 21 23 -22 24 -9 28 27 -27 -25 -29
right_child=3 -3 -4 -5 -6 6 -8 17 9 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=0.0084534184378571818 0.0038239214627537876 0.00059615781922873698 -0.00059197361115366227 0.0049567333237199047 0.0025708889582979617 0.00053329220443794681 0.00060151798922258122 0.0044168267581842736 0.0010404484679124185 0.0017070691941106426 -0.0050488727400079371 -0.0041378780745435512 0.0012626076788971356 -0.00037352000303470938 -0.00025314734033916306 0.00021641080026959321 0.0049841413500585734 0.0045761086070000663 0.0089660845696926117 0.00023015832359140568 0.0012048607979633027 0.0070328584645648262 0.005232950640113458 0.0035139754682666428 0.0091005410820798726 0.0062844262051599464 -0.00033550370763987304 0.0013909202512531055 -0.0019667589893707866 0.0040052719985241162
leaf_weight=20 32 57 24 27 151 22 24 593 21 28 22 20 24 39 23 22 70 399 22 22 66 37 23 33 24 87 25 63 26 1075
leaf_count=20 32 57 24 27 151 22 24 593 21 28 22 20 24 39 23 22 70 399 22 22 66 37 23 33 24 87 25 63 26 1075
internal_value=0 0.00391177 0.00398084 0.0015109 0.00402131 0.00410683 0.00407262 0.00410571 0.00120181 0.000889883 -0.00126555 0.00138199 -0.00119216 0.0020292 0.00271822 0.00332301 0.00407406 0.00413721 0.00480551 0.00400156 0.00404199 0.00412343 0.00224583 0.00406753 0.00459901 0.00381702 0.00394532 0.00403269 0.00109874 0.00386054
internal_weight=0 2793 2736 328 2712 2561 2541 2517 301 269 50 219 44 175 136 113 91 2495 421 2074 2052 1963 89 1926 617 1309 1250 1225 59 1138
internal_count=3121 2793 2736 328 2712 2561 2541 2517 301 269 50 219 44 175 136 113 91 2495 421 2074 2052 1963 89 1926 617 1309 1250 1225 59 1138
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=31
num_cat=0
split_feature=1 1 1456 44 0 52 394 1185 393 457 457 11 0 34 155 155 4 151 49 150 2 402 133 1209 4 0 48 15 3 132
split_gain=0.141514 0.0418272 0.0523097 0.0482273 0.0617617 0.0477468 0.0388575 0.0328809 0.0311814 0.0295713 0.0470139 0.0314657 0.0414157 0.0292791 0.0279236 0.0306445 0.0270549 0.0267903 0.0326614 0.0365762 0.0263804 0.0262615 0.0346324 0.0366665 0.0295637 0.0497997 0.0291673 0.0258174 0.025616 0.0419465
threshold=0.12000500000000001 0.086920000000000011 -0.082809999999999981 0.081805000000000017 -0.13027499999999997 0.0060650000000000009 -0.083324999999999982 0.085905000000000009 0.086525000000000005 0.041220000000000007 0.083415000000000017 0.082245000000000013 -0.14723999999999998 -0.08786999999999999 0.099270000000000011 0.081515000000000018 -0.0082299999999999995 0.095500000000000015 -0.047584999999999995 0.081835000000000019 0.083215000000000011 -0.46267499999999995 0.41307000000000005 0.10032500000000001 -0.16363499999999997 -0.071924999999999989 0.085790000000000019 0.13592500000000005 0.30112000000000005 0.10613500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 17 -6 9 13 11 -11 12 20 -8 15 21 -12 18 -4 -20 -1 -15 23 24 -23 26 -26 -14 -2 -30
right_child=28 2 3 -5 6 -7 8 -9 -10 10 16 -13 27 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0086920979665592313 0.0019005102036393222 0.0070350941612325121 0.00059059245586946709 0.0075975803730432834 -0.0004391326123108489 -0.0033776701788883661 0.0067180665898258279 0.006053057307052234 0.0065141361936305962 0.0094067210807803683 0.0029421112472846293 -0.00032749590231105689 0.0036141395684039846 0.006353258815678684 0.0047549090174237967 -0.0007580076176489694 0.0062285943243782539 -0.0016256046148815325 0.0023547665502646163 0.0070502042282550113 0.0046715916056806845 0.0053831378531801269 -0.0005930087805609219 0.0070130636002762583 0.0028261940048746035 0.00049625246371659971 0.0059353677816141176 0.00086678543227857786 -0.0013305582403056865 0.0033824529201340811
leaf_weight=24 239 31 76 21 28 20 23 63 30 22 60 20 1505 22 86 23 43 21 79 21 51 41 28 22 268 90 34 35 69 26
leaf_count=24 239 31 76 21 28 20 23 63 30 22 60 20 1505 22 86 23 43 21 79 21 51 41 28 22 268 90 34 35 69 26
internal_value=0 0.00352661 0.00299387 0.0028596 0.0027505 0.00127776 0.00321033 0.00380832 0.00336353 0.00372797 0.00521043 0.00361464 0.00366345 0.00321515 0.00308394 0.00281177 0.00431414 0.0017504 0.00215322 0.00334081 0.00595815 0.00297435 0.00282045 0.00303051 0.00282816 0.00256093 0.00317623 0.0035517 0.00134837 -4.06815e-05
internal_weight=0 2787 964 933 912 217 695 1823 667 1760 125 1635 1615 637 614 528 103 197 176 100 75 505 483 455 433 392 302 1540 334 95
internal_count=3121 2787 964 933 912 217 695 1823 667 1760 125 1635 1615 637 614 528 103 197 176 100 75 505 483 455 433 392 302 1540 334 95
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=31
num_cat=0
split_feature=4 2 3 149 3 149 9 150 15 48 0 11 48 42 1 149 0 11 156 52 51 13 49 160 160 160 159 484 484 474
split_gain=0.116233 0.0452093 0.0350479 0.0288624 0.0285579 0.027904 0.0280499 0.0271651 0.0311237 0.0320484 0.0421576 0.0400993 0.0287825 0.0339398 0.0282232 0.0261707 0.0256767 0.0251836 0.0264316 0.0358871 0.0487043 0.0335528 0.0237091 0.0237087 0.0235556 0.0688362 0.0679379 0.0906354 0.0477247 0.0430906
threshold=0.36766000000000004 0.17025000000000004 0.31370500000000007 0.08618000000000002 0.63141500000000017 1.0000000180025095e-35 -1.0000000180025095e-35 -0.096799999999999983 -0.14712999999999996 0.084855000000000014 0.041630000000000007 0.10334500000000001 0.086125000000000021 0.099210000000000007 0.087135000000000004 0.07770500000000001 0.056435000000000006 1.0000000180025095e-35 0.11969000000000002 0.088785000000000017 0.080335000000000018 0.084330000000000016 0.09567500000000001 0.11281500000000001 -0.089549999999999991 -0.037174999999999993 0.087410000000000015 0.087235000000000021 -0.081614999999999979 0.083685000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 15 6 -1 -8 14 11 12 17 -11 23 22 16 -2 24 19 20 21 -19 -9 -14 28 26 29 -28 -10 -26
right_child=4 -3 -4 -5 -6 -7 7 8 9 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0006038177379825636 0.0008436173787164143 -0.00045093834701487247 7.3642950571541278e-05 0.00048441706992987852 -0.0024783862067852169 0.0066910728113725787 0.00057745436828958603 0.0050136577632656559 0.0088790913950651893 -0.00069075185262287668 -0.0021051126369275152 -0.0010494140700029676 0.0036254425734138342 -0.00020501193845824848 0.007456343690864742 0.0044569011437348453 0.0042006680062040688 0.011426613937047395 0.0023472880568533583 0.0021503010912883014 0.0028639503045600249 0.006165603357712152 0.0013821042553172449 0.00038005371019244195 0.00046291233068614297 0.0034502396370716714 -0.006526868002269608 0.0027745089260861281 0.0038339752001144613 0.0037965249300156005
leaf_weight=39 257 34 35 37 20 24 36 64 20 24 20 20 226 31 32 26 25 22 32 22 22 27 25 25 66 1474 22 20 300 94
leaf_count=39 257 34 35 37 20 24 36 64 20 24 20 20 226 31 32 26 25 22 32 22 22 27 25 25 66 1474 22 20 300 94
internal_value=0 0.00317328 0.00321795 0.00325835 0.00118335 0.00329654 0.00326595 0.00330552 0.00334347 0.00326667 0.00234299 0.00340731 0.00263372 0.00291665 0.00490934 0.00142112 0.00114123 0.00344933 0.00482627 0.00567925 0.00677273 0.00852769 0.00399356 0.0033022 0.0033631 0.00321299 0.00148181 -0.00209764 0.00414929 0.00242141
internal_weight=0 2793 2759 2724 328 2687 2663 2624 2588 2467 326 2141 306 282 121 308 282 2121 125 93 71 49 89 251 1996 1676 202 42 320 160
internal_count=3121 2793 2759 2724 328 2687 2663 2624 2588 2467 326 2141 306 282 121 308 282 2121 125 93 71 49 89 251 1996 1676 202 42 320 160
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 4 4 15 0 1 13 0 52 150 0 156 48 40 10 394 4 15 156 474 16 15 15
split_gain=9.92435 1.6153 1.07373 0.770522 0.578333 0.534359 0.388427 0.320072 0.304788 0.253258 0.246119 0.231373 0.223648 0.17981 0.165332 0.162701 0.22029 0.148945 0.122237 0.129811 0.106687 0.10146 0.0911837 0.101844 0.0998819 0.109646 0.140242 0.0846986 0.0773498 0.0745446
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.062655000000000016 0.17025000000000004 0.0061450000000000003 0.40473500000000007 -0.15914499999999995 -0.11173999999999999 0.09253500000000002 -0.28558999999999996 -0.07929499999999999 1.0000000180025095e-35 0.09487000000000001 -0.15599999999999997 -0.0071349999999999998 0.093265000000000015 -1.0000000180025095e-35 -0.38124499999999995 -0.078674999999999981 -0.49405499999999997 0.050935000000000008 0.090500000000000011 0.087265000000000023 0.11346000000000002 0.095175000000000023 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 -3 8 10 11 -7 -4 17 -5 -12 -13 16 29 -1 -16 22 -15 -9 -20 -24 25 26 -25 -6 -8 -10
right_child=1 2 7 12 27 9 28 21 15 -11 13 14 -14 20 18 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00057319700301739916 0.00060959505921631468 0.00032914348621726421 0.00019480056853429399 0.00056055426821026704 0.00032449749496457804 0.00056084883155407784 0.00079410672628831024 0.00014582677876454322 0.00053292415000978297 0.00034685164470882974 0.00018171156516711049 0.00064111010307434059 0.00036209559709322252 0.00028125156850735257 0.00070382552473596273 0.00061238102325808269 0.00033078943013998809 0.00037173674486222719 0.00047177458948948804 0.0004802500064158102 0.00044181396581663689 -3.0176235344626156e-05 0.00066886251102681808 0.00045079532945502536 0.00061300969316352557 0.00062008495567416418 0.00064207385275878151 0.00048980420906056849 0.00067080185101541314 0.000651661533376445
leaf_weight=43 76 235 132 34 26 73 53 34 175 30 24 1148 61 26 42 141 20 21 20 36 41 20 85 56 324 49 20 22 31 23
leaf_count=43 76 235 132 34 26 73 53 34 175 30 24 1148 61 26 42 141 20 21 20 36 41 20 85 56 324 49 20 22 31 23
internal_value=0 0.000339916 0.000306589 0.000606224 0.000613267 0.000380758 0.000617738 0.000216088 0.000612748 0.00049852 0.000248886 0.000622924 0.000433123 0.000327341 0.000627089 0.000560478 0.000526907 0.000507093 0.00060162 0.000594344 0.000379506 8.06405e-05 0.000601758 0.000606627 0.000594845 0.000547761 0.000501132 0.000400263 0.000748601 0.000546717
internal_weight=0 691 615 2430 2335 338 2287 277 2203 103 223 1844 95 91 1780 359 218 64 632 590 67 54 554 534 449 125 76 48 84 198
internal_count=3121 691 615 2430 2335 338 2287 277 2203 103 223 1844 95 91 1780 359 218 64 632 590 67 54 554 534 449 125 76 48 84 198
is_linear=0
shrinkage=0.00196078


Tree=6741
num_leaves=31
num_cat=0
split_feature=1 97 2 33 51 51 12 147 43 40 13 151 150 2 16 1209 1209 475 42 475 1429 151 159 43 483 480 3 483 483 1456
split_gain=0.124905 0.0383199 0.0364883 0.0312266 0.0319203 0.0567809 0.0396688 0.0359388 0.0348544 0.0265598 0.0347319 0.0363032 0.0422315 0.0260561 0.0287813 0.0260506 0.03233 0.0311259 0.0712702 0.0659435 0.0325481 0.0298037 0.0255921 0.0493728 0.034511 0.0369915 0.0398755 0.0322256 0.0433792 0.035103
threshold=0.12000500000000001 -0.0047149999999999996 0.098630000000000009 0.083840000000000012 -0.13782999999999998 -0.096089999999999981 0.085635000000000003 0.089365000000000014 -0.085154999999999995 0.051255000000000002 -0.08971999999999998 -0.098364999999999994 1.0000000180025095e-35 0.11411 -0.08595499999999999 0.083050000000000013 0.087355000000000002 -0.085684999999999997 0.083795000000000022 -0.086424999999999988 -0.060529999999999994 -0.16761999999999996 0.11389500000000001 -0.077319999999999986 -0.095084999999999989 -0.068944999999999992 -0.080934999999999993 -0.069964999999999986 -1.0000000180025095e-35 -0.16480999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 15 -3 10 -4 -12 -13 14 -14 17 -17 18 19 -7 -19 -22 24 -24 -23 26 -26 -27 -29 -30
right_child=-2 2 9 -5 5 7 -8 -9 -10 -11 11 12 13 -15 -16 16 -18 20 -20 -21 21 22 23 -25 25 27 -28 28 29 -31
leaf_value=0.00025410614965949208 0.0012805431780054529 0.0087294833005770386 0.0012925391517277075 0.0075227011588867758 0.0026018500483284395 0.0045636348146945241 -0.0031931537026095957 0.0003289186952101505 0.0042579121607963719 -0.00082799246534705174 0.0064009677449410607 0.0033187728757504138 0.0017261065573067121 0.0032291032011226677 -0.0033331477464261378 0.0076898518935195172 0.004109357854489828 0.0069048517356769968 0.0022621984739089386 0.012164890546617764 0.00040908038944882506 0.0063745708379428839 -0.0019557918533682824 0.0043941020732745526 0.0087841183627740699 -0.00033431108507405349 0.0032457572873681785 0.0078719480938854672 0.00033537504137851873 0.0033802426801365
leaf_weight=40 334 23 117 20 27 25 21 34 72 20 33 489 23 26 22 32 119 26 40 21 34 40 25 24 26 24 26 21 39 1298
leaf_count=40 334 23 117 20 27 25 21 34 72 20 33 489 23 26 22 32 119 26 40 21 34 40 25 24 26 24 26 21 39 1298
internal_value=0 0.00332697 0.00337171 0.00359097 0.0035516 0.00346224 6.65359e-05 0.00355016 0.0053405 0.0027659 0.00286714 0.00317781 0.00298787 0.000708843 -0.000747307 0.00361034 0.00486814 0.00349654 0.00534932 0.00803377 0.00339588 0.00333729 0.00340266 0.00115436 0.0034774 0.00339658 0.00601494 0.00329806 0.00336226 0.00329142
internal_weight=0 2787 2747 2017 1997 1902 48 1854 95 730 710 593 560 71 45 1820 151 1669 86 46 1583 1557 1523 49 1474 1434 52 1382 1358 1337
internal_count=3121 2787 2747 2017 1997 1902 48 1854 95 730 710 593 560 71 45 1820 151 1669 86 46 1583 1557 1523 49 1474 1434 52 1382 1358 1337
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=31
num_cat=0
split_feature=4 2 3 2 121 12 3 40 124 13 149 457 12 14 1 12 52 1455 1373 1373 160 1 39 13 3 34 129 394 393 3
split_gain=0.109148 0.0406257 0.0306716 0.0274763 0.0232664 0.0311962 0.0262283 0.0337078 0.0288651 0.0235901 0.0231423 0.0229125 0.0220553 0.0308817 0.04772 0.0237848 0.0282293 0.0232098 0.0251218 0.0373832 0.0228057 0.0207857 0.0207106 0.0223582 0.0280508 0.0221854 0.0189213 0.0328771 0.030733 0.0367723
threshold=0.36766000000000004 0.17025000000000004 0.31370500000000007 0.25063000000000007 -0.052794999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0036699999999999992 -1.0000000180025095e-35 -0.0072999999999999992 0.07770500000000001 0.26807500000000006 0.11734000000000001 0.062655000000000016 0.085475000000000009 0.086095000000000019 0.089325000000000015 0.11922500000000001 0.086880000000000013 0.075690000000000021 -1.0000000180025095e-35 0.10374500000000002 0.11593500000000001 0.11217000000000001 -0.14989499999999997 -0.038779999999999995 0.11234000000000001 -0.16013499999999997 0.097165000000000015 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 6 7 8 9 -6 21 12 13 17 15 16 -15 18 19 26 -14 -2 23 24 -23 -26 27 -7 -29 -30
right_child=3 -3 -4 -5 5 11 -8 -9 -10 -11 -12 -13 20 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0062470394136060195 -0.0020386168768163774 -0.0004357642822844141 0.00010071210929059557 -0.0021859245745872616 0.0020890456692532005 -0.00071640116564760162 0.0043239926267116787 -0.0015413704463430951 0.0045130723911161359 -0.0011119209175618986 0.0042433897070586679 0.00049972700981015805 -0.00080886577220203786 0.0076727228874171327 0.0094016952405218054 0.0011419748421758415 0.0024817532673478129 0.0065765465493313972 0.00067120782448910183 0.0073989794279138259 0.0026339924340513915 0.0047132413679112995 -0.0016276777446777983 -0.0016195501387119293 -0.0012911774530388917 0.0018569702688013116 0.0060771666509522636 0.0031017496434921172 0.0071300101347222204 0.0022014552882562081
leaf_weight=23 20 34 35 24 99 22 39 31 37 30 25 32 26 22 20 22 20 20 40 21 74 30 22 20 26 161 22 2059 41 24
leaf_count=23 20 34 35 24 99 22 39 31 37 30 25 32 26 22 20 22 20 20 40 21 74 30 22 20 26 161 22 2059 41 24
internal_value=0 0.00299983 0.00304216 0.00107149 0.00307996 0.00305299 0.00195464 0.00148558 0.00205085 0.00134463 0.00132866 0.00315815 0.00319311 0.00325545 0.005138 0.0038056 0.00520083 0.00318513 0.0031547 0.00320008 0.00173885 0.00106748 0.00130733 0.00157978 0.00187465 0.00141926 0.00315941 0.0031295 0.00316934 0.00531024
internal_weight=0 2793 2759 328 2724 2701 236 197 166 129 304 2465 2433 2333 84 64 42 2249 2229 2189 100 279 259 237 217 187 2168 2146 2124 65
internal_count=3121 2793 2759 328 2724 2701 236 197 166 129 304 2465 2433 2333 84 64 42 2249 2229 2189 100 279 259 237 217 187 2168 2146 2124 65
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 0 1 4 4 52 49 0 457 4 3 1 15 50 0 12 2 40 4 49
split_gain=25.0909 4.29776 1.94072 1.76771 1.5541 1.27643 0.866526 0.729874 0.699789 0.679878 0.497389 0.459876 0.52415 0.411103 0.405815 0.340778 0.294517 0.264718 0.243557 0.226858 0.222917 0.222758 0.222542 0.21791 0.204285 0.204173 0.192139 0.175661 0.169359 0.16046
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.14753000000000002 0.062655000000000016 0.09253500000000002 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 -0.15289999999999995 -0.52606999999999993 -0.054984999999999992 -0.080689999999999984 0.080930000000000016 -0.52556499999999995 -0.12711499999999995 0.11654500000000001 -0.097454999999999986 0.041865000000000006 -0.15202999999999997 0.095565000000000011 0.31358000000000003 -0.078554999999999986 0.057560000000000007 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 27 -8 18 11 -4 12 24 17 -9 -2 -17 -13 25 -19 -21 -16 -14 26 -1 -7 -6 -3 -27 -12
right_child=1 4 10 -5 23 8 7 14 -10 -11 29 13 22 -15 21 16 -18 19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0011459337018639841 0.0010290805816910106 0.00042351153437738062 0.00088364644644238401 0.00052968416446480765 0.0002340968461765311 0.00096125272116488237 0.00075534011008043431 0.00075976860289480176 0.00059507329576934868 0.0011802365974560608 0.00068076187454705413 0.0010261395185620747 0.00090441334231001829 0.00087229971631645406 0.00052550912595385744 0.00061717840723769888 0.0008787830412208045 0.001147098513556808 0.00071227866328805317 0.00081167469338542608 0.00097396478018413151 0.00037912905886324671 0.00066667742446414142 0.00038075412470470904 0.00093002855044972514 0.00090478192607167649 2.6998549868699674e-05 0.00025543335056084934 0.00077800990264591263 0.00048222313216302423
leaf_weight=23 45 45 34 84 61 198 54 20 30 76 34 1031 24 91 95 21 78 27 24 35 463 69 41 26 63 172 24 51 53 29
leaf_count=23 45 45 34 84 61 198 54 20 30 76 34 1031 24 91 95 21 78 27 24 35 463 69 41 26 63 172 24 51 53 29
internal_value=0 0.000536831 0.000964317 0.000755736 0.000424673 0.000975531 0.000491473 0.000554903 0.000884973 0.000998581 0.000692519 0.000990903 0.000887338 0.0010004 0.00049608 0.0008876 0.000823291 0.00100789 0.000904429 0.000972049 0.000962559 0.000463922 0.000754457 0.000223671 0.000987771 0.000915331 0.000175622 0.00033422 0.00087492 0.000589371
internal_weight=0 673 2448 228 445 2351 334 238 477 1874 97 1798 151 1647 184 144 99 1556 447 525 498 164 65 111 86 423 85 96 225 63
internal_count=3121 673 2448 228 445 2351 334 238 477 1874 97 1798 151 1647 184 144 99 1556 447 525 498 164 65 111 86 423 85 96 225 63
is_linear=0
shrinkage=0.00196078


Tree=6744
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 4 11 1 0 2 0 3 13 39 0 12 132 1 42 1429 1 51 49 16 3
split_gain=7.88954 1.05308 0.784859 0.554678 0.512389 0.403033 0.326605 0.269815 0.279185 0.250612 0.192361 0.182584 0.180573 0.174443 0.200152 0.139753 0.137226 0.199054 0.131078 0.121814 0.120393 0.113108 0.16176 0.0989101 0.0974227 0.0973012 0.0919105 0.0922713 0.104719 0.0915959
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.033845000000000007 1.0000000180025095e-35 0.086105000000000015 -0.067094999999999988 0.10252500000000002 -0.23194499999999998 -0.10217499999999997 -0.0082249999999999979 0.095830000000000012 -0.073574999999999988 0.13597000000000004 0.088890000000000011 0.15799000000000005 -0.14148999999999998 -0.015219999999999999 0.12958500000000003 -0.096089999999999981 -0.072814999999999977 -0.059624999999999991 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 24 7 11 -3 25 -5 19 16 -13 14 -11 -1 17 -4 29 23 -21 22 -7 -8 -2 -9 -17 -28 -29 -10
right_child=1 5 6 9 -6 21 10 8 18 13 -12 12 -14 -15 -16 26 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00069047982626845288 0.00061532437084192888 0.00018516647795819899 0.00032582480102137467 0.00056440043678432979 0.00028809578430090665 0.00014911021595455013 0.00069761464353146449 0.00054650162686983958 0.00033902674324989059 0.00046333951280949057 0.00046190587179753307 0.00071969446834569393 0.0005309033516731833 0.00024466653239226552 0.0003242926116148111 0.00060220462333995339 0.00057606979718157782 0.00057002487667104145 0.00016243768358752743 0.00052361647436650937 0.00037231855260443986 0.00025496125381799061 -5.1832952691862981e-05 0.00055856376262540715 0.00046976626487469102 0.00035753404758140156 0.00061445840221037841 0.00054772651630549131 0.00042428521184917248 0.00022625814325532274
leaf_weight=22 22 90 21 31 74 67 21 22 90 89 142 64 28 33 72 44 1218 33 31 250 22 24 20 310 90 20 22 45 64 40
leaf_count=22 22 90 21 31 74 67 21 22 90 89 142 64 28 33 72 44 1218 33 31 250 22 24 20 310 90 20 22 45 64 40
internal_value=0 0.000292619 0.000544404 0.000467214 0.000414705 0.00023641 0.000559849 0.000274529 0.000314148 0.000400696 0.000526833 0.000577883 0.000662236 0.000374538 0.000401157 0.000543186 0.000571782 0.000475058 0.000277008 0.000542122 0.000511379 0.000135791 0.000102916 0.000567386 0.000498358 0.000456517 0.000524669 0.000498626 0.000475247 0.000304329
internal_weight=0 590 2531 422 186 404 2109 293 203 225 745 1364 92 194 161 197 1272 54 161 603 272 111 87 331 112 42 175 131 109 130
internal_count=3121 590 2531 422 186 404 2109 293 203 225 745 1364 92 194 161 197 1272 54 161 603 272 111 87 331 112 42 175 131 109 130
is_linear=0
shrinkage=0.00196078


Tree=6745
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 14 2 49 457 1 1 52 1 0 39 3 3 49 0 1 12 39 11 13
split_gain=19.7789 2.47544 1.91131 1.32712 1.30401 1.00649 0.929275 0.61634 0.602827 0.488594 0.447854 0.378139 0.285387 0.269419 0.26077 0.53266 0.234864 0.207092 0.19982 0.187572 0.183428 0.177067 0.21254 0.160312 0.14832 0.142984 0.141846 0.162039 0.149129 0.234169
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14122000000000004 0.14285500000000004 -1.0000000180025095e-35 0.089885000000000007 0.09253500000000002 0.10803500000000001 0.076175000000000007 0.31358000000000003 -0.012034999999999999 0.080930000000000016 0.084525000000000003 0.12958500000000003 -0.56176499999999996 0.090540000000000023 -0.066089999999999996 0.095830000000000012 0.20828500000000003 -0.017889999999999996 -0.078034999999999979 -0.22491999999999998 0.13075500000000004 0.10266500000000002 0.089790000000000023 1.0000000180025095e-35 -0.10664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 13 8 7 -3 11 -4 16 18 -8 -2 17 -16 -9 -10 -1 -20 21 22 -12 -11 -24 -6 27 28 29 -19
right_child=1 6 9 -5 25 -7 12 10 14 23 20 -13 -14 -15 15 -17 -18 26 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090979580461489449 0.00057183357247827106 0.00029410213639367215 0.00080030252265442063 0.00053408038772009554 0.00050237737205244748 0.00056943104529796971 0.00027486393184150655 0.00080916467463056465 0.00097678843615711598 0.00060872469362644214 0.00034640125728566216 0.0010598129662732323 4.3131579915852912e-05 0.0008229320079647163 0.00087938511232827222 0.00049739919259559869 0.00051557784790501869 0.00068190706954672443 0.000864990974896395 0.00067177344701425923 0.00030647259038283351 0.00035959582484145137 0.00045221736191085023 0.00042977355190685279 0.00063749821943954229 0.00031825798378003385 0.00078880505663610689 0.00069605272774602854 0.00095407408190134081 0.00085982839971269055
leaf_weight=1093 20 90 34 45 50 41 84 22 46 38 21 58 27 92 32 25 20 30 241 21 31 37 26 39 46 24 158 24 59 547
leaf_count=1093 20 90 34 45 50 41 84 22 46 38 21 58 27 92 32 25 20 30 241 21 31 37 26 39 46 24 158 24 59 547
internal_value=0 0.00045746 0.000856123 0.000867663 0.000644642 0.000873983 0.000371283 0.000429164 0.000879333 0.000604531 0.000489044 0.000904774 0.000218497 0.000778093 0.000840302 0.000711847 0.000669361 0.000848776 0.000898138 0.000849504 0.000442004 0.000474323 0.000519968 0.000518087 0.000570591 0.000442663 0.000841577 0.000854211 0.000860179 0.000850578
internal_weight=0 590 2531 2420 186 2375 404 293 2334 111 203 1413 111 112 921 57 42 864 1355 262 161 130 93 77 72 74 818 660 636 577
internal_count=3121 590 2531 2420 186 2375 404 293 2334 111 203 1413 111 112 921 57 42 864 1355 262 161 130 93 77 72 74 818 660 636 577
is_linear=0
shrinkage=0.00196078


Tree=6746
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 12 4 2 47 14 4 1 13 2 4 49 1 123 0 16 1 1 47 4 3 0 3 4 1429
split_gain=23.2959 2.81968 2.29388 1.45312 1.42688 1.02034 0.926493 0.643059 0.469813 0.437328 0.433986 0.385723 0.345324 0.341775 0.322084 0.296316 0.255853 0.242855 0.210656 0.209567 0.239821 0.166676 0.147355 0.147013 0.149886 0.143359 0.184757 0.142851 0.127417 0.124922
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.13604000000000002 0.091475000000000015 -0.17966999999999997 0.13501500000000002 0.13082500000000002 0.076175000000000007 0.033845000000000007 0.10124500000000002 -1.0000000180025095e-35 0.098035000000000011 0.024790000000000003 -0.012034999999999999 0.16175000000000003 0.084025000000000016 -0.11173999999999999 -0.43320999999999993 0.13075500000000004 0.11654500000000001 0.077555000000000013 -0.040589999999999994 -0.14186499999999996 -0.072894999999999988 -0.10115999999999999 -0.50262499999999988 -0.015219999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 16 13 10 -5 11 17 19 25 18 22 23 -15 -2 -7 -9 20 -4 -6 -3 24 -1 -8 -27 -13 -21 -18
right_child=1 5 6 7 21 9 8 12 -10 -11 -12 27 -14 15 -16 -17 29 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010611984063358772 0.00067112569313715483 0.0005375615469642574 0.0010007722204138918 0.000988018483507867 0.00058571945846665131 0.00031463053647452544 0.0010547376839386649 0.00081621957434490364 0.00072264332478472345 0.00057897845563156152 0.001212558699081011 0.00070349854873675926 0.0005902048809703057 0.00078071901389599821 0.00084078730931264978 0.00053577513080389099 0.0010486749179111697 0.00010035495430815453 0.00063159907189737851 0.0011755392741478014 0.00073572451459203889 0.0003869310365320226 0.00041824401560880127 0.0011498200908011081 0.00091557103059215967 0.0009876961588615302 0.00091721510160507958 0.00088281622904118567 0.0010213994643594394 0.00087652578888200189
leaf_weight=49 20 67 35 31 50 109 70 74 36 21 46 20 85 29 63 55 21 25 35 21 21 24 98 24 61 378 230 117 1135 71
leaf_count=49 20 67 35 31 50 109 70 74 36 21 46 20 85 29 63 55 21 25 35 21 21 24 98 24 61 378 230 117 1135 71
internal_value=0 0.000532755 0.000965413 0.00083345 0.000732529 0.00044078 0.000991818 0.000725788 0.000941851 0.000315885 0.00102562 0.000951533 0.000683885 0.000518526 0.000956415 0.000620339 0.000872125 0.000274654 0.000756938 0.00101852 0.000901379 0.000521248 0.000466694 0.00101078 0.000980441 0.000970708 0.000961034 0.000856638 0.0010242 0.000915821
internal_weight=0 590 2531 422 186 404 2109 225 851 155 1258 815 194 249 197 84 112 134 109 1212 56 74 165 134 110 678 608 137 1156 92
internal_count=3121 590 2531 422 186 404 2109 225 851 155 1258 815 194 249 197 84 112 134 109 1212 56 74 165 134 110 678 608 137 1156 92
is_linear=0
shrinkage=0.00196078


Tree=6747
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 1 14 2 2 4 1 52 1 2 0 52 47 15 10 12 4 12 160 3 13 1208
split_gain=12.7583 2.11337 1.19514 1.09186 0.72532 0.658824 0.482186 0.405768 0.389319 0.370612 0.36776 0.297735 0.296314 0.23432 0.181775 0.140835 0.146427 0.252522 0.132615 0.116907 0.108418 0.108062 0.115988 0.103011 0.100839 0.0944374 0.0852091 0.0844635 0.0837593 0.0839804
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.089885000000000007 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.18019500000000002 -0.16675999999999999 0.090100000000000013 -0.41942499999999994 -0.38124499999999995 0.095780000000000018 -0.036839999999999991 0.096475000000000019 -0.075414999999999982 1.0000000180025095e-35 0.0061450000000000003 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 6 10 11 25 -5 12 13 14 -4 -1 -14 18 -18 23 -12 27 -13 -23 -17 -2 -6 -15 -3 29 -16
right_child=1 2 7 9 8 -7 -8 -9 -10 -11 19 21 15 26 28 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072955235331254725 0.0007523257522022022 0.00030858363382810472 0.00040370501226325538 0.00065043370057898551 0.00072812179269873757 0.00047037149657757065 0.00042599500035197515 0.00044325269328328624 0.00034385023976835749 0.00039641516302140367 0.00070083420048011288 0.0002216660690393445 0.00077879182134058997 0.00033558825823301348 0.00069797763474078003 0.00069796767619685607 0.00041194374538888208 0.00066357304827204552 0.00051662213223821972 0.00087226475705568245 0.00046815834982447417 0.00017699656489433027 -3.8406151815567141e-06 0.00065037052914678904 0.00059041427213604714 0.00058370134165259342 0.00020185885121432094 0.00039090658819901565 0.00058164967667488816 0.00056439908330931392
leaf_weight=1092 50 100 40 34 27 48 24 37 23 63 20 32 45 23 190 427 23 46 20 65 34 25 30 296 21 49 90 92 35 20
leaf_count=1092 50 100 40 34 27 48 24 37 23 63 20 32 45 23 190 427 23 46 20 65 34 25 30 296 21 49 90 92 35 20
internal_value=0 0.000384488 0.000346754 0.00068932 0.00042741 0.000697732 0.00070247 0.000252121 0.000567366 0.000485453 0.000705382 0.000222654 0.000700479 0.000274732 0.000718723 0.000672018 0.0006661 0.000579697 0.000674124 0.000831928 0.000366102 0.000131069 7.83581e-05 0.000678481 0.000704436 0.000635009 0.000229078 0.00034803 0.000670455 0.000685256
internal_weight=0 673 602 2448 325 2351 2303 277 99 97 2279 240 2194 153 1337 857 812 69 743 85 226 87 55 723 71 76 113 192 245 210
internal_count=3121 673 602 2448 325 2351 2303 277 99 97 2279 240 2194 153 1337 857 812 69 743 85 226 87 55 723 71 76 113 192 245 210
is_linear=0
shrinkage=0.00196078


Tree=6748
num_leaves=31
num_cat=0
split_feature=1 1 4 12 3 15 2 52 52 131 159 3 12 2 1 131 43 15 3 4 42 43 4 14 0 4 52 160 42 4
split_gain=0.360393 0.0723103 0.0583222 0.0503656 0.0607739 0.042914 0.0419303 0.0409448 0.0572452 0.0404575 0.0384427 0.0358134 0.0345665 0.0297736 0.0425971 0.0285947 0.0268574 0.0364355 0.0416097 0.0523831 0.0268457 0.0288339 0.0255731 0.0248803 0.0350466 0.0268932 0.0384955 0.0278365 0.027086 0.0264963
threshold=0.10920500000000001 0.14262000000000002 -0.010655 0.078300000000000008 0.12178000000000001 0.035560000000000008 0.25063000000000007 -0.088614999999999985 0.047850000000000011 0.095715000000000008 0.04105000000000001 -0.10023499999999998 0.11734000000000001 0.086100000000000024 0.094090000000000021 0.093840000000000021 -0.025214999999999998 -0.0088349999999999974 0.31299000000000005 0.41257000000000005 1.0000000180025095e-35 -0.076484999999999984 0.51164000000000009 0.076175000000000007 -0.14001499999999997 0.0033150000000000007 1.0000000180025095e-35 -0.55323499999999981 0.091735000000000025 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 7 15 -1 11 16 -2 -9 23 14 -13 22 20 18 19 -18 -4 -22 -3 24 -5 27 -27 -26 -28 -29
right_child=1 6 9 12 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 28 29 -30 -31
leaf_value=0.0066496282880608411 0.0067931058933736943 0.001442790512131372 -0.00066486239928053702 0.0028896146628540013 -0.00026419174336340457 0.0080640871688956398 -0.0033160533290356401 -0.00029365716441331999 0.0065878812250197878 0.0059234367167976289 0.0027063593939601564 0.0082118909864220772 0.004196512553139708 0.0029341532732237783 0.0031975001032050285 -0.0015781957504805177 0.0076530350772880534 -0.00060816740820882845 0.0011208332537745054 0.0032062538531676364 0.003764875173378228 -0.00045163989618785037 0.0056267321630868884 0.0082734538408187983 0.0032002635213925889 0.0044014186936962817 0.0058594611591090348 0.0093332422401515708 0.0093290742517759401 0.0063811412136562428
leaf_weight=99 82 48 40 32 21 48 20 23 79 42 32 32 87 119 36 20 43 20 39 69 55 23 21 58 27 175 90 31 30 1580
leaf_count=99 82 48 40 32 21 48 20 23 79 42 32 32 87 119 36 20 43 20 39 69 55 23 21 58 27 175 90 31 30 1580
internal_value=0 0.00312978 0.00369521 0.00594212 0.00499034 0.00524342 0.000821379 0.00489448 0.00429323 0.00302336 0.00564595 0.00343 0.00614826 0.00388799 0.00555721 0.00175114 0.00260189 0.0034027 0.00393394 0.0049135 0.00144141 0.00252154 0.00271616 0.0062322 0.00617195 0.00622629 0.00534736 0.00638458 0.00672686 0.00643795
internal_weight=0 554 445 2567 457 436 109 388 289 331 114 210 2110 187 68 89 289 171 151 112 118 78 69 2023 1965 1933 295 1638 120 1611
internal_count=3121 554 445 2567 457 436 109 388 289 331 114 210 2110 187 68 89 289 171 151 112 118 78 69 2023 1965 1933 295 1638 120 1611
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=31
num_cat=0
split_feature=1 1 4 15 1 4 4 51 2 43 43 4 0 130 1447 1213 403 481 43 133 4 12 159 132 52 16 4 15 157 52
split_gain=0.291918 0.0602986 0.0505473 0.0424401 0.051384 0.0582629 0.0871105 0.0546941 0.0520625 0.041006 0.0370103 0.0727912 0.0342382 0.0568867 0.0453409 0.0802173 0.0567142 0.051758 0.0354867 0.0421351 0.0363277 0.035153 0.0341136 0.0339825 0.0513519 0.0326709 0.032061 0.048451 0.0644019 0.0844486
threshold=0.10920500000000001 0.13707500000000003 -0.008819999999999998 0.083195000000000005 0.08864000000000001 -0.17966999999999997 -0.068329999999999988 0.10614000000000001 0.091265000000000013 -0.53814999999999991 -0.080884999999999985 0.042705000000000007 -0.082184999999999994 0.090745000000000006 -0.086059999999999984 0.104315 -0.38619999999999993 -0.08452999999999998 0.064745000000000011 -0.072364999999999985 -0.067104999999999984 0.085250000000000006 0.04105000000000001 -0.083284999999999984 0.08568000000000002 0.058835000000000005 -0.51843499999999987 -0.0079099999999999986 -0.082009999999999986 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 9 -6 -7 8 -8 -1 -10 -12 13 14 -5 16 -16 -18 19 -14 -20 -19 -2 24 -23 -4 -11 -28 -29 -30
right_child=1 -3 25 12 5 6 7 -9 10 26 11 -13 18 -15 15 -17 17 21 20 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0010066429995709942 0.0064851826883999533 0.0012079790459588035 0.0023077141313486674 0.010167622809832987 0.0064457930134171077 -0.0019288927213185363 0.0046532469342135769 0.008682873367797583 0.0044691206773934079 0.0084020774927921604 -0.0040230818214299887 0.0026946713307013314 0.0082274208060914168 0.011081474352162331 0.011526111287530512 0.0012785213285764364 0.002337861930102329 0.0080586371635945394 0.0011612859614288961 0.0052697967482597989 0.0058347870788440625 0.011385186895204243 0.0025490679793179999 0.0052456553052096372 0.0052485700851927202 0.0051707001202885294 0.0056900760604752442 -0.0014713718318671454 0.0054887630223728048 -0.001059588717053766
leaf_weight=21 76 164 235 27 85 27 188 23 39 36 23 54 54 25 20 34 34 96 39 446 29 25 31 210 30 48 822 20 137 23
leaf_count=21 76 164 235 27 85 27 188 23 39 36 23 54 54 25 20 34 34 96 39 446 29 25 31 210 30 48 822 20 137 23
internal_value=0 0.00281681 0.00349334 0.00534791 0.00500442 0.00409477 0.00353026 0.00398102 0.00362529 0.00538151 0.00195929 0.00068807 0.00582924 0.00643183 0.00618762 0.00594829 0.00633087 0.00606782 0.00529773 0.00558922 0.0031544 0.00641912 0.00534481 0.00582519 0.00803794 0.00279331 0.00547002 0.00536468 0.00387868 0.00454744
internal_weight=0 554 390 2567 1498 439 354 327 304 1059 116 77 1069 501 476 449 415 395 568 500 68 361 107 265 55 283 1038 1002 180 160
internal_count=3121 554 390 2567 1498 439 354 327 304 1059 116 77 1069 501 476 449 415 395 568 500 68 361 107 265 55 283 1038 1002 180 160
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 4 0 1 4 2 0 4 0 156 48 394 4 15 160 16 160 3 52 2 160 1
split_gain=15.3623 2.58485 1.6213 1.17741 0.897648 0.73566 0.5639 0.483955 0.456772 0.407407 0.386183 0.36604 0.282692 0.265161 0.257632 0.208789 0.158157 0.150544 0.153303 0.125283 0.118778 0.118246 0.111067 0.110743 0.105794 0.104166 0.0999293 0.117898 0.140868 0.0926951
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.0061450000000000003 0.40473500000000007 -0.11173999999999999 0.09253500000000002 0.27834500000000006 0.14285500000000004 -0.079119999999999982 0.42051500000000003 -0.15599999999999997 -0.0039599999999999991 0.093265000000000015 -0.078674999999999981 -0.49405499999999997 0.050935000000000008 -0.067824999999999983 -0.44310499999999992 -0.087429999999999994 -0.0025099999999999996 -0.024714999999999997 0.11682500000000001 -0.013084999999999998 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 8 13 10 -6 16 -5 23 15 -12 -4 -1 -16 19 -19 -21 -22 -17 -10 -25 -24 -3 28 -28 -15
right_child=1 2 7 11 9 -7 -8 -9 12 -11 14 -13 -14 29 17 22 -18 18 -20 20 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.00068584732053910986 0.00075699647521394449 0.00035253865279111208 0.00038362664882048717 0.00069622938298849089 0.00069409923921139331 0.00051565266821496916 0.00091860632139956363 0.0004712192934434851 0.00077317912569817369 0.00043212228426427548 0.00079000239502534679 0.00044233603483800606 0.00047558016391095845 0.00018365452599385354 0.00085103790709041647 0.00034812073079693181 0.00047825060590899902 0.00058788829428308147 0.00060628076895278377 0.00081403843553359704 0.00068215952235109662 0.00075349948902626136 0.0002614750090141256 0.00077083577612911507 0.00066826898021151717 0.00010669301281464583 0.00061239949907894746 0.000363340900670881 0.00042577017056055706 3.6890745722974827e-05
leaf_weight=43 76 108 52 34 74 48 84 37 72 33 1160 61 22 78 44 22 21 20 35 83 125 313 35 47 218 32 23 52 48 21
leaf_count=43 76 108 52 34 74 48 84 37 72 33 1160 61 22 78 44 22 21 20 35 83 125 313 35 47 218 32 23 52 48 21
internal_value=0 0.000415851 0.000373693 0.000747182 0.000464833 0.000755888 0.00076093 0.000262483 0.000754918 0.000613303 0.000767376 0.000533203 0.000690929 0.000230303 0.000772756 0.000284915 0.00061773 0.00074049 0.000732045 0.000740182 0.000746028 0.00073314 0.000227241 0.000704988 0.00068646 0.000187549 0.000396061 0.000434275 0.000486228 0.000152523
internal_weight=0 691 615 2430 338 2335 2287 277 2203 107 1844 95 359 240 1780 141 64 620 576 541 521 438 89 337 265 67 231 123 71 99
internal_count=3121 691 615 2430 338 2335 2287 277 2203 107 1844 95 359 240 1780 141 64 620 576 541 521 438 89 337 265 67 231 123 71 99
is_linear=0
shrinkage=0.00196078


Tree=6751
num_leaves=31
num_cat=0
split_feature=1 3 2 15 1 2 15 0 401 2 0 47 0 3 49 2 2 39 151 3 151 160 14 9 15 1 16 13 42 481
split_gain=0.297473 0.0590127 0.0421918 0.0412724 0.0680739 0.0359142 0.0341114 0.0327656 0.0346034 0.0313926 0.0294313 0.0327691 0.0264727 0.0353524 0.0265359 0.0257762 0.0534755 0.0421301 0.0353184 0.0305261 0.0296848 0.0341565 0.0256002 0.025021 0.0247591 0.0233822 0.0232364 0.0217024 0.0281468 0.02139
threshold=0.10920500000000001 -0.049509999999999992 0.10045500000000002 -0.56020999999999987 0.16540500000000002 0.11411 -0.41942499999999994 -0.13027499999999997 1.0000000180025095e-35 -0.0091949999999999983 -0.036484999999999997 0.089100000000000013 0.14486500000000005 0.10732000000000001 0.10347500000000003 -1.0000000180025095e-35 0.090310000000000015 0.095830000000000012 0.015440000000000001 0.149315 -0.067694999999999991 -0.066074999999999981 0.076975000000000002 0.037245000000000007 0.095175000000000023 0.07863500000000001 -0.0064149999999999997 -0.071554999999999994 -1.0000000180025095e-35 -0.050084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 -3 15 10 -7 -4 12 23 11 -2 13 14 -9 -5 -17 18 19 20 -18 -22 29 -1 25 -24 -25 -16 -29 -11
right_child=1 3 7 4 -6 6 -8 8 -10 22 -12 -13 -14 -15 27 16 17 -19 -20 -21 21 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0010964812836251579 0.0093302891267320297 0.0059511173767252609 0.0029933696718859107 0.00045593893240160766 -0.0033179888870411866 0.0051834743760991843 0.00078991729749886453 0.0061814017797323824 0.0020861520612685896 0.0065148255507358243 0.0025352677402014916 0.0050343490189074412 0.0024734456485020931 0.0014761198500526094 0.0070188579892384861 0.0070524619044736031 0.0024883878340811604 -0.00035345341562859566 -0.00075721860174899518 0.0019236013433934812 0.003084449615562335 0.0084195900755003102 0.0063651251509630434 0.0030132906222394831 0.0048562488504685468 0.010584773693097242 0.0072695025607295658 0.0047755366505083186 0.00049107479559176649 0.0054745670532640889
leaf_weight=26 26 26 102 67 24 30 43 276 38 225 26 56 32 21 21 25 35 51 23 72 20 30 24 29 25 29 23 46 23 1627
leaf_count=26 26 26 102 67 24 30 43 276 38 225 26 56 32 21 21 25 35 51 23 72 20 30 24 29 25 29 23 46 23 1627
internal_value=0 0.00282723 0.0053823 0.00210827 0.00182033 0.00430883 0.00259549 0.00461392 0.00497561 0.0055962 0.00546693 0.00639648 0.00523766 0.00546623 0.00569517 0.00220213 0.00265914 0.00218367 0.00290252 0.00343866 0.004722 0.00628553 0.00567569 0.00362939 0.00745035 0.00867399 0.00489585 0.00420406 0.00334738 0.00560095
internal_weight=0 554 2567 373 347 181 73 559 457 2008 108 82 419 387 366 323 256 231 180 157 85 50 1930 78 78 53 52 90 69 1852
internal_count=3121 554 2567 373 347 181 73 559 457 2008 108 82 419 387 366 323 256 231 180 157 85 50 1930 78 78 53 52 90 69 1852
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=31
num_cat=0
split_feature=1 1 1348 15 0 15 41 393 1454 1446 42 52 159 14 51 2 133 3 0 15 0 160 42 49 130 49 43 479 481 15
split_gain=0.241054 0.0647182 0.0534311 0.0486414 0.0344267 0.0299086 0.0471888 0.0423549 0.0298243 0.0350506 0.0709599 0.0473661 0.031404 0.0295262 0.0311394 0.0301709 0.0374708 0.0294468 0.0341309 0.0615141 0.0324343 0.0539131 0.0792884 0.0398865 0.0311848 0.0382264 0.0342129 0.0278219 0.0407809 0.0305449
threshold=0.10337500000000001 0.13210500000000003 1.0000000180025095e-35 -0.083359999999999976 0.024095000000000002 0.040760000000000005 0.07677500000000001 0.086030000000000009 0.098995000000000014 0.083715000000000026 0.087195000000000009 -0.0080349999999999987 -0.019375 -1.0000000180025095e-35 -0.069724999999999995 0.10559 0.0068000000000000014 0.090900000000000009 0.047850000000000011 -0.0072999999999999992 -0.075934999999999989 -0.063384999999999983 0.085465000000000013 -0.050619999999999991 0.10269000000000002 0.09567500000000001 -0.24021999999999996 0.10713500000000002 -1.0000000180025095e-35 0.11923500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 13 -3 7 8 17 9 27 -11 -12 -13 14 -2 16 -15 20 19 -19 24 22 -22 -23 26 -26 -1 28 -7 -30
right_child=1 4 -4 -5 -6 6 -8 -9 -10 10 11 12 -14 15 -16 -17 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0093610195140354339 0.0020622767240705865 0.0019349125307178902 -0.00084615404786611038 0.004761037411897079 -0.0016014545071811881 0.0011632106685148622 0.0087595994418830075 0.0004271399930682189 0.0014423313639348463 0.01223929167830474 0.0020280831697164106 0.010449424926191568 0.0048454936617054051 0.0055196884021695173 0.0066110987354905393 0.00092924114114704016 0.00079697542886216464 0.0036380416601551353 0.0057110314264290918 -0.0028541501378640532 0.0044320283424055485 0.00081199822404111419 -0.0024060871944917989 0.0051298752375689297 0.0056001343269039914 0.00031960878826292426 0.0051732614148950369 0.0085137525208942282 0.0052758857045328168 0.0031438193980872324
leaf_weight=20 27 197 27 230 32 27 38 24 21 21 24 20 20 42 34 101 28 54 34 20 39 24 30 197 26 29 794 23 845 73
leaf_count=20 27 197 27 230 32 27 38 24 21 21 24 20 20 42 34 101 28 54 34 20 39 24 30 197 26 29 794 23 845 73
internal_value=0 0.0028281 0.00347781 0.0037305 0.00144075 0.00491627 0.0052964 0.00458885 0.00517387 0.00524828 0.00719526 0.00554019 0.00764746 0.00270886 0.00459769 0.00203506 0.0036306 0.00466768 0.00308839 0.0018834 0.00481484 0.0038991 0.00145893 0.00466097 0.00512044 0.00281586 0.00527615 0.00507732 0.00499368 0.00510634
internal_weight=0 718 489 462 229 2403 1112 1291 1074 1053 85 64 40 232 61 171 70 1267 108 74 1159 290 69 221 869 55 814 968 945 918
internal_count=3121 718 489 462 229 2403 1112 1291 1074 1053 85 64 40 232 61 171 70 1267 108 74 1159 290 69 221 869 55 814 968 945 918
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 2 159 1 2 1 2 4 150 2 47 4 12 0 15 48 13 3 4 10 4 15 0
split_gain=10.3896 1.73919 1.21401 0.880497 0.624212 0.582941 0.337177 0.314623 0.289664 0.281013 0.273908 0.204613 0.195312 0.362259 0.153063 0.11719 0.110073 0.0848138 0.0780248 0.0770367 0.0791113 0.177113 0.0785745 0.0763381 0.115271 0.0751652 0.0747517 0.0693749 0.069275 0.0650915
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.14285500000000004 0.062655000000000016 0.10672500000000001 -1.0000000180025095e-35 0.09253500000000002 0.16394500000000004 0.089625000000000024 0.090425000000000019 0.40945500000000007 1.0000000180025095e-35 -0.0091949999999999983 0.090100000000000013 -0.036839999999999991 0.087830000000000005 -0.11173999999999999 -0.10469999999999999 0.093265000000000015 -0.28558999999999996 -0.013929999999999998 0.038415000000000012 -0.38124499999999995 0.018150000000000003 -0.086254999999999984 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 5 17 7 15 12 -6 -4 -5 14 19 16 23 25 -14 29 -2 20 21 -1 -21 -11 -25 -7 -13 -22 -24 -3
right_child=1 2 9 10 8 6 -8 -9 -10 11 -12 26 13 -15 -16 -17 -18 -19 -20 22 27 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00059977625897027795 0.00054518896852638209 0.0002885072619891634 0.0002802486157081291 0.00045132632337772688 0.00045828673266247726 0.00048158114371952551 0.00026421855560135397 0.00063927326710862026 0.00022013903265452378 8.5888860478150364e-05 0.00023294871934152468 2.8537159948502347e-05 0.00035462678884110792 0.0002294844281617536 5.6717783347866512e-05 0.00033620021181193251 0.00049585119942561725 0.00029689332818335311 0.00040917881137502739 0.00051036461976236059 0.00054226009553007683 0.00039730837849704813 0.00049463525424542018 0.00012657199089818779 0.00033225030588059155 0.00042469235351812743 -0.00010965520654011655 0.0004460406361841688 0.00035053765685484135 0.00017732505963052327
leaf_weight=26 50 23 26 34 72 276 39 76 27 24 63 34 23 23 121 30 274 34 24 598 726 46 29 22 20 132 27 30 23 169
leaf_count=26 50 23 26 34 72 276 39 76 27 24 63 34 23 23 121 30 274 34 24 598 726 46 29 22 20 132 27 30 23 169
internal_value=0 0.000217486 0.000182451 0.000492568 0.000263503 0.000500122 0.000438923 0.000515699 0.000393337 8.63132e-05 0.000309493 6.59812e-05 0.000510476 0.000466556 9.81485e-05 0.000454479 0.000484915 0.000206628 0.000501078 0.000519985 0.000532527 0.000470422 0.000504007 0.000174105 0.000224514 0.000463176 -3.263e-05 0.000538442 0.0004309 0.000190644
internal_weight=0 673 599 2448 325 2351 477 1874 99 274 97 248 1798 320 187 438 297 226 74 1478 828 72 650 66 42 408 61 756 52 192
internal_count=3121 673 599 2448 325 2351 477 1874 99 274 97 248 1798 320 187 438 297 226 74 1478 828 72 650 66 42 408 61 756 52 192
is_linear=0
shrinkage=0.00196078


Tree=6754
num_leaves=31
num_cat=0
split_feature=1 52 1 16 43 1 1 484 52 16 2 0 401 4 1210 51 4 52 3 131 1209 2 131 1208 0 42 12 48 1213 1213
split_gain=0.240752 0.0502829 0.049414 0.0402797 0.0345831 0.0384808 0.034463 0.0330859 0.0363041 0.0420418 0.0385079 0.0316986 0.0559168 0.0727597 0.0411403 0.0305986 0.0327561 0.0465484 0.0303916 0.0292367 0.0362863 0.0638899 0.0337543 0.0385938 0.0333145 0.0492029 0.0347899 0.0289035 0.0281311 0.0658614
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 -0.11118499999999999 0.070450000000000013 0.13265500000000002 0.090540000000000023 -0.020124999999999994 0.51358000000000004 0.5136400000000001 0.09358000000000001 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 -0.062539999999999984 -0.24351499999999995 -0.010655 -0.046924999999999988 0.092670000000000016 0.11669000000000002 -0.084629999999999997 0.084245000000000014 0.077555000000000027 0.080860000000000015 -0.097274999999999986 0.088295000000000012 0.086565000000000017 0.091085000000000013 -0.0074849999999999995 -0.020279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 15 -6 11 -8 9 10 -9 18 13 -13 -15 -3 17 27 19 20 21 -1 23 28 -24 26 -26 -17 29 -22
right_child=1 2 3 -5 5 -7 7 8 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.012240045610815287 0.0054380723126232627 0.0056394612387521198 0.001782560395761667 -0.003339216737575563 0.007619991096166465 0.0018646007880479807 0.0065806406500759423 0.0038926405785270307 0.0079553608398418886 0.005820896373487601 0.0018391953770975199 0.010081133893912748 -0.00012292413972318173 -0.00039478342572692778 0.0043221361566410993 -0.0007947811915073544 0.0014507173231246876 0.0064113589993212376 0.0020224933861754837 0.0027763614983425714 0.0044201956782257187 0.0052248852063171772 0.0091899899040747968 0.0087694310963762779 0.0044879826906872823 0.0015134236876569365 0.0080260987547637122 0.0041660553280962629 0.0051070562883189594 -0.0014105032841187149
leaf_weight=20 50 24 34 28 26 21 46 278 20 73 136 21 30 20 245 24 288 36 32 51 250 37 35 26 47 23 68 23 1088 21
leaf_count=20 50 24 34 28 26 21 46 278 20 73 136 21 30 20 245 24 288 36 32 51 250 37 35 26 47 23 68 23 1088 21
internal_value=0 0.00241335 0.00211328 -0.0005305 0.00248413 0.00504843 0.00471195 0.00401271 0.00377972 0.00360823 0.00321808 0.00490395 0.00398432 0.00441515 0.00396614 0.00217901 0.00195515 0.00370546 0.0050751 0.00513373 0.00520817 0.00768634 0.00511751 0.004953 0.0064345 0.00573564 0.00658009 0.00163286 0.00487999 0.00396837
internal_weight=0 554 504 62 442 47 2567 553 507 487 414 2014 316 286 265 395 371 83 1698 1666 1615 57 1558 1385 173 138 115 47 1359 271
internal_count=3121 554 504 62 442 47 2567 553 507 487 414 2014 316 286 265 395 371 83 1698 1666 1615 57 1558 1385 173 138 115 47 1359 271
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=31
num_cat=0
split_feature=1 2 9 132 12 2 0 10 43 457 10 0 3 2 13 0 10 0 0 45 48 0 43 43 4 4 3 13 43 400
split_gain=0.195861 0.0559816 0.0425235 0.0490863 0.0368259 0.0585277 0.0364887 0.0418169 0.0313503 0.0315428 0.0308104 0.0281044 0.0279188 0.0267557 0.0263528 0.0272778 0.0240142 0.0233973 0.0227824 0.0221752 0.0225842 0.0417266 0.0413091 0.0291459 0.0249807 0.0449988 0.0404186 0.0391321 0.034014 0.0504322
threshold=0.10337500000000001 0.13404500000000005 -1.0000000180025095e-35 -0.076764999999999986 -0.42850999999999995 0.31358000000000003 -0.11991499999999998 0.058500000000000003 -0.04890499999999999 0.094310000000000019 -0.0026549999999999994 0.22582000000000002 0.11658 -0.13033999999999998 0.0027400000000000007 -0.074824999999999989 -0.086389999999999981 -0.061629999999999997 -0.10474999999999998 0.081955000000000014 0.093265000000000015 -0.030209999999999997 -0.53814999999999991 -0.085254999999999984 -0.42529999999999996 -0.15764999999999998 0.092670000000000016 0.0049450000000000006 0.042785000000000004 -0.065974999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 -4 -3 14 8 13 -5 12 -2 16 -10 -8 15 18 -1 -17 -6 20 22 23 -18 -22 -24 -26 27 28 -27 -30
right_child=1 4 3 6 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 17 19 -19 -20 -21 21 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.00088812508620321755 0.0020005509120892386 0.0050305836086045018 -0.0015376530471257867 7.2678980359341949e-05 0.0018446994040693554 -0.0037788314443012632 0.0081501461654191927 0.001167781433507212 0.0063797714407829685 0.00037050897721201186 -0.0026710665202699605 0.00066429841376486288 0.0027707526426168222 0.0044081084725786359 -0.0016664257887750865 0.0056172418246905401 0.0083145736509727102 0.0017444853026133318 -0.0023215943758952478 0.0073920955832970023 0.0057253087758673011 -0.00081297157078304085 0.0058747506837738368 0.0028799487103444536 0.0011368995680558411 0.0048057245496897598 0.0014407149546098916 0.0033063513899625713 0.0082128005468153544 0.0030867019051168069
leaf_weight=20 48 20 20 44 35 27 21 38 34 30 20 21 58 212 25 26 27 39 21 24 54 22 106 108 44 1424 46 263 21 223
leaf_count=20 48 20 20 44 35 27 21 38 34 30 20 21 58 212 25 26 27 39 21 24 54 22 106 108 44 1424 46 263 21 223
internal_value=0 0.0024243 0.00295967 0.00330684 0.000967963 0.000498295 0.00352855 0.00424372 0.00236102 0.00318632 0.000626546 0.00430657 0.00410452 0.00474537 0.00128927 0.00189995 0.00433868 0.00329359 0.000282339 0.00436789 0.00433685 0.00327346 0.00442769 0.0038284 0.00437835 0.00429986 0.00437026 0.00444004 0.0046188 0.00352788
internal_weight=0 718 525 457 193 173 437 271 166 122 68 2403 92 233 146 121 2382 65 56 2362 2338 184 2154 162 2127 2021 1977 1931 1668 244
internal_count=3121 718 525 457 193 173 437 271 166 122 68 2403 92 233 146 121 2382 65 56 2362 2338 184 2154 162 2127 2021 1977 1931 1668 244
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=31
num_cat=0
split_feature=4 2 1 12 457 403 3 15 3 484 39 42 13 16 1446 403 50 50 51 42 16 48 0 47 1 3 393 393 15 1209
split_gain=0.160791 0.0556038 0.0459127 0.0444225 0.0420813 0.0380301 0.0340253 0.0301419 0.0428491 0.027996 0.0305513 0.0270076 0.0478992 0.0268958 0.0266212 0.0283432 0.0252947 0.040228 0.0339608 0.0300033 0.0281607 0.0274396 0.0425494 0.0396014 0.0245185 0.0236074 0.0226373 0.0370859 0.0243251 0.0228079
threshold=0.36766000000000004 0.17025000000000004 0.090540000000000023 -0.010834999999999999 0.045365000000000009 -0.52336499999999997 0.149315 -0.43375999999999998 0.13524500000000003 0.096415000000000015 0.089790000000000023 -0.011544999999999998 -0.0072999999999999992 -0.4714549999999999 1.0000000180025095e-35 0.022375000000000003 0.085685000000000011 0.099210000000000007 -0.11063499999999998 0.11603500000000001 0.51222500000000004 0.091085000000000013 -0.11991499999999998 0.10323000000000002 0.10060500000000001 -0.071329999999999991 0.12765500000000005 0.10938000000000002 0.13592500000000005 -0.090889999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 11 5 -5 14 9 -9 10 13 -4 -13 -2 15 16 18 -18 20 -19 -7 22 -20 25 -6 -24 27 28 29 -1
right_child=7 -3 3 4 24 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0065517210462948663 0.0062206726942011827 -0.00028716437569956355 0.0047153365029953421 -0.00028519313226834958 0.0031521764907823956 0.0090262375623834414 0.0012330351538756598 0.0012750049376167184 -0.0026701498118096166 -0.00030331403977470475 0.00084209247854067314 0.0020558760295945988 -0.0025562835690964548 0.0026486742292653842 0.0016652183326138919 0.0014598862485339244 0.0095838761364575482 0.006081714971665422 -0.0012441969575593247 0.0016703369916372356 0.0047817968816498586 0.0063280761290732167 0.0034553007431473558 -0.00033931120137408886 -0.0012909223842951989 0.0062854356417665269 0.0072978523803786154 -0.00028711009537801146 0.0016601908519597993 0.0040446725098219503
leaf_weight=37 35 34 25 22 23 22 42 129 35 32 44 115 28 53 38 30 24 58 20 21 54 31 112 22 27 40 21 20 42 1885
leaf_count=37 35 34 25 22 23 22 42 129 35 32 44 115 28 53 38 30 24 58 20 21 54 31 112 22 27 40 21 20 42 1885
internal_value=0 0.00373216 0.00378169 0.00311648 0.00352746 0.00378628 0.00396054 0.00139168 0.000433051 0.0023503 0.0029936 0.00168294 0.0011528 0.00406936 0.00420324 0.00442547 0.00464568 0.00599835 0.00418281 0.00490907 0.00601045 0.00356548 0.00312403 0.00362613 0.000752903 0.00420007 0.00403185 0.00399728 0.00404091 0.00409294
internal_weight=0 2793 2759 754 586 536 514 328 164 164 132 168 143 88 472 434 404 103 301 79 76 225 194 174 50 152 2005 1984 1964 1922
internal_count=3121 2793 2759 754 586 536 514 328 164 164 132 168 143 88 472 434 404 103 301 79 76 225 194 174 50 152 2005 1984 1964 1922
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 0 1 2 47 2 4 4 4 12 4 3 49 475 10 49 0 0 14 457 1 0
split_gain=18.1071 2.93355 1.87001 1.46146 0.997984 0.846696 0.587881 0.584975 0.519315 0.494433 0.472717 0.457128 0.406258 0.348516 0.318154 0.3103 0.305821 0.202014 0.193466 0.216123 0.16129 0.159018 0.136927 0.136625 0.125444 0.136326 0.12048 0.113959 0.100521 0.0999572
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 -0.10474999999999998 0.083135000000000014 0.14960000000000004 0.078875000000000015 0.14285500000000004 0.27834500000000006 0.40473500000000007 0.0082450000000000006 0.087830000000000005 -0.52556499999999995 -0.13927999999999999 -0.054319999999999993 -0.07675499999999999 -1.0000000180025095e-35 -0.053364999999999996 -0.15350499999999997 0.13134000000000004 -0.41790499999999997 0.10021000000000001 0.16175000000000003 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 13 9 -5 10 29 21 20 14 -4 -6 17 18 -11 -20 -12 -7 -3 -10 -23 -26 -16 -24 -15 -1
right_child=1 2 6 8 15 11 -8 -9 23 16 12 -13 -14 28 26 -17 -18 -19 19 -21 -22 24 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00096719178721573059 0.00083043131808163088 0.00034153650183738207 0.00048042772803221471 0.00078250316144617103 0.00074703333061336516 0.00088229871848050285 0.0005327158889257414 0.001019278630617979 0.00056278243523430525 0.0010720269909314636 0.0006498972406740564 0.00050553746751845323 0.00085613510594445216 0.00021043687023113817 0.00040071167121516829 0.00051840000458845269 0.00074934322779596435 0.0008420355892118619 0.00068510185673234622 0.00088692250920099219 0.00044125922401540025 0.00061637080754294547 0.0004857145922412061 0.00037595571472580743 0.00078030228048797743 0.00062689148741804698 0.00023686726836518468 0.00033265949286917013 5.7603379174106932e-05 0.00080817148142532441
leaf_weight=21 76 39 39 34 74 46 37 79 34 21 29 26 23 78 22 33 96 821 21 714 28 22 171 27 309 24 80 21 21 55
leaf_count=21 76 39 39 34 74 46 37 79 34 21 29 26 23 78 22 33 96 821 21 714 28 22 171 27 309 24 80 21 21 55
internal_value=0 0.000467003 0.000422092 0.000826719 0.000519972 0.000836418 0.000302657 0.000854081 0.000588321 0.000846946 0.000741371 0.000757491 0.000636167 0.000267189 0.000329799 0.00067652 0.000856791 0.000863331 0.000886458 0.000881156 0.000547408 0.000773827 0.000447459 0.000480089 0.000759772 0.000769246 0.000272206 0.000468974 0.000178018 0.000852111
internal_weight=0 691 615 2430 338 2335 277 1908 95 1829 156 427 80 240 141 107 1673 1577 756 735 57 401 231 61 355 333 102 192 99 76
internal_count=3121 691 615 2430 338 2335 277 1908 95 1829 156 427 80 240 141 107 1673 1577 756 735 57 401 231 61 355 333 102 192 99 76
is_linear=0
shrinkage=0.00196078


Tree=6758
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 4 2 1 0 1 2 4 4 150 15 3 3 0 47 11 1 4 4 3 43 15 160
split_gain=35.307 5.74298 3.60857 2.70039 2.1252 1.81577 0.962884 0.927957 0.838211 0.766497 0.713776 0.621582 0.797723 0.585652 0.534856 0.40992 0.397798 0.340979 0.333336 0.315089 0.269799 0.236984 0.216317 0.212741 0.196125 0.195079 0.211855 0.433098 0.188612 0.178969
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.40473500000000007 0.13501500000000002 0.09253500000000002 -0.10607499999999999 0.085345000000000018 0.16394500000000004 0.40945500000000007 0.0067750000000000006 1.0000000180025095e-35 -0.097454999999999986 0.30112000000000005 0.0068900000000000012 -0.080689999999999984 0.090100000000000013 1.0000000180025095e-35 0.15618500000000002 -0.036839999999999991 -0.55119499999999988 -0.11255999999999998 -0.13868499999999997 -0.040804999999999994 0.085755000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 21 6 11 -4 -6 16 -5 12 28 14 18 20 22 -14 19 -9 -13 -3 -7 -15 -2 -22 27 -27 -1 -19
right_child=1 2 7 10 8 9 -8 13 -10 -11 -12 15 17 23 -16 -17 -18 29 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011498050840568202 0.0011067138337621501 0.00046322644423881795 0.00064444894063796384 0.00093689189349422536 0.00094904917127945838 0.0009590953333765013 0.0012854471379819916 0.00039320736556630462 0.00056682256034429313 0.0006987820282042806 0.0005843692255973668 0.0010971945999696166 0.0009762000203059585 0.00019848582302859309 0.00023205797551522478 0.0009504325948555347 0.00073830540681747746 0.00053116857202029695 0.00024750862013197297 0.00072208734178771277 0.0012276940166004119 0.00064562188105328998 0.0010981717548307394 -3.3385258338315265e-05 0.00089107761829117552 0.0010751705024237208 0.0010478753830609046 0.00069972041691718646 0.00096122153580065726 0.00079033955249911041
leaf_weight=44 50 190 26 34 71 351 76 24 32 48 63 1029 20 32 121 102 29 20 21 21 21 32 49 29 24 27 455 21 38 21
leaf_count=44 50 190 26 34 71 351 76 24 32 48 63 1029 20 32 121 102 29 20 21 21 21 32 49 29 24 27 455 21 38 21
internal_value=0 0.000521444 0.00045778 0.00102854 0.000597519 0.00104177 0.00106926 0.000292031 0.000830299 0.000933764 0.000707934 0.00106013 0.0009361 0.000255084 0.000309505 0.00107084 0.000960055 0.000766303 0.000451492 0.000546685 0.00107875 0.000489518 0.000976132 8.8252e-05 0.00103678 0.00104254 0.00103481 0.000910911 0.00106241 0.000663915
internal_weight=0 673 599 2448 325 2351 1874 274 103 477 97 1798 143 248 187 1655 429 61 66 45 1553 222 400 61 74 524 503 48 82 41
internal_count=3121 673 599 2448 325 2351 1874 274 103 477 97 1798 143 248 187 1655 429 61 66 45 1553 222 400 61 74 524 503 48 82 41
is_linear=0
shrinkage=0.00196078


Tree=6759
num_leaves=31
num_cat=0
split_feature=1 3 132 39 393 15 1 15 11 12 3 151 0 151 16 456 157 4 4 4 12 4 50 159 131 3 151 4 474 4
split_gain=0.268277 0.0551468 0.0466515 0.0462969 0.0427168 0.0421045 0.0382329 0.0433851 0.0691931 0.0418078 0.0524169 0.0411408 0.0423156 0.0403388 0.0359411 0.0323079 0.0322774 0.0313282 0.0309606 0.0494105 0.0696639 0.0317899 0.0358121 0.0587844 0.0370045 0.030833 0.0289253 0.028359 0.0372566 0.0298084
threshold=0.10920500000000001 0.31534000000000006 0.10613500000000002 0.087735000000000021 0.084355000000000013 0.024640000000000006 0.08864000000000001 -0.11033999999999998 0.077695000000000014 0.087215000000000015 -0.087909999999999988 -0.085164999999999977 -0.10324499999999999 -1.0000000180025095e-35 -0.010264999999999998 0.041000000000000002 -0.0091799999999999989 -0.013514999999999998 -0.46376499999999993 -0.04890499999999999 0.088105000000000003 0.0033150000000000007 0.10517000000000001 -0.26590999999999992 0.081165000000000001 0.42240500000000009 0.086470000000000005 -0.0082299999999999995 0.085960000000000023 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 25 4 17 6 7 -1 11 10 -8 14 13 -13 15 -9 -7 -2 -14 20 -20 22 24 -24 27 -3 -12 -21 29 -29
right_child=1 2 -4 -5 -6 16 9 8 -10 -11 26 12 18 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0064117916476094279 0.0057401463584198309 0.00032862822408787908 0.0038359714457048819 0.0015527425173323033 -0.000687582405017955 0.0088686980378742397 -0.0011461170458850185 0.011293854722348244 -0.00078946640512541581 0.0049331012948338566 0.0038390507993888326 0.0053806692317482979 0.0068836231025377823 -0.00010670832031079241 0.0051471857836609498 0.0060489932031487122 0.0053044480294835682 0.0033591973545428902 0.0054501695882367054 0.0045456677539782086 -0.0021051234467169984 0.0037722363439388579 0.0069971868328543175 0.0019167960861288464 0.0097012832313776026 -0.0043286112705356481 1.3972052626989105e-05 0.0085180304448071037 0.010746887414716185 0.0042288652648282956
leaf_weight=161 75 44 26 157 21 26 28 23 23 180 195 21 59 37 82 24 1115 210 23 110 26 200 36 62 25 21 22 26 20 43
leaf_count=161 75 44 26 157 21 26 28 23 23 180 195 21 59 37 82 24 1115 210 23 110 26 200 36 62 25 21 22 26 20 43
internal_value=0 0.00250646 0.000255979 0.00294878 0.00366504 0.00493291 0.00457063 0.00490803 0.00461981 0.00377597 0.00292584 0.00477209 0.00446481 0.0018801 0.00641088 0.00861563 0.00538567 0.00398576 0.00470277 0.00447743 0.00144124 0.00476243 0.00537746 0.00378306 0.00607501 -0.00117602 0.00345125 0.00561945 0.0069466 0.00584507
internal_weight=0 554 91 463 306 2567 1426 1001 840 425 245 817 688 58 129 47 1141 285 630 571 49 522 322 98 224 65 217 199 89 69
internal_count=3121 554 91 463 306 2567 1426 1001 840 425 245 817 688 58 129 47 1141 285 630 571 49 522 322 98 224 65 217 199 89 69
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=31
num_cat=0
split_feature=1 155 105 2 51 160 4 401 123 14 15 4 15 123 1 2 133 156 133 52 1213 13 2 3 158 403 457 16 159 51
split_gain=0.217676 0.0639074 0.0535029 0.085592 0.0399738 0.0318311 0.0283075 0.0278598 0.0296445 0.0307147 0.0298496 0.0712641 0.0307901 0.0421241 0.0293568 0.0277679 0.0330967 0.0450994 0.0424452 0.0451829 0.0391395 0.0546765 0.0352181 0.0304603 0.0299811 0.0293256 0.0292968 0.0287415 0.0293612 0.0331452
threshold=0.10293500000000001 0.11245500000000001 1.0000000180025095e-35 0.31358000000000003 -0.41109999999999997 -0.40957499999999997 0.40124500000000002 0.091505000000000017 0.12630500000000003 -0.41790499999999997 -0.24436499999999997 0.51164000000000009 -0.018314999999999994 0.083965000000000012 0.13559000000000002 0.090175000000000019 0.017095000000000003 0.11386000000000002 0.088035000000000016 -0.099454999999999974 -0.082994999999999985 -0.16152999999999998 0.12358500000000001 -0.0096849999999999974 0.11843500000000001 0.23383500000000004 0.083570000000000019 -0.097644999999999996 0.11389500000000001 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 15 8 9 -7 11 14 -12 -14 -11 27 17 20 19 -18 25 -22 26 24 -20 -17 -23 -1 29 -29
right_child=1 -3 -4 -5 5 7 -8 -9 -10 10 12 -13 13 -15 -16 16 18 -19 23 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0061557467295493204 0.0055429327863306312 0.0056483419898317247 0.0073634705331642181 -0.003296501366172119 0.006075766035355628 0.0042024853024191251 0.00094542371384291493 -0.0013176406403848282 -0.001432565127668733 -0.0050161202859488278 0.003134808533307212 0.0028374500886107295 4.7604310472148018e-05 0.0050610149611852 -0.00017366816980704186 0.00893049756763503 0.010273759558796884 0.0074554733790656823 0.0042528865026298032 0.0053211961562712011 -0.0019691900217107365 0.0037905783437800311 -0.00052761491868928397 0.0080294729879824452 0.00025778815062949434 0.0039870150973244263 0.00070936947321409687 0.0048124850230260377 0.0012815272985026241 0.00098112447227796792
leaf_weight=146 37 61 20 28 20 74 22 24 22 21 229 65 83 21 31 20 25 28 309 70 21 334 23 20 20 30 34 1235 25 23
leaf_count=146 37 61 20 28 20 74 22 24 22 21 229 65 83 21 31 20 25 28 309 70 21 334 23 20 20 30 34 1235 25 23
internal_value=0 0.00254861 0.00226849 0.00211292 0.00235449 0.00215453 0.00451591 0.00201695 0.00216352 0.0023145 0.00200403 0.000630017 0.0024868 0.00105993 -0.00212927 0.00454915 0.00412513 0.00355848 0.00475048 0.0066245 0.0033223 0.00300166 0.00326864 0.00424036 0.00401002 0.00596441 0.0035059 0.00482629 0.004675 0.00474244
internal_weight=0 736 675 655 627 590 2385 570 546 524 450 117 333 104 52 2363 934 490 444 95 462 412 391 349 329 50 368 1429 1283 1258
internal_count=3121 736 675 655 627 590 2385 570 546 524 450 117 333 104 52 2363 934 490 444 95 462 412 391 349 329 50 368 1429 1283 1258
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 52 14 133 3 0 4 15 2 12 0 124 49 123 156 9 4 391 1444 0 394 1204 15 4 3 42
split_gain=0.17872 0.0473596 0.0447652 0.0389713 0.055418 0.0388003 0.0325239 0.032508 0.0557174 0.0282275 0.0651755 0.0514132 0.0334615 0.0294539 0.0436851 0.0271221 0.0254074 0.0244925 0.0376931 0.0277275 0.0239877 0.036637 0.0278731 0.0255101 0.0246792 0.0252217 0.0322861 0.050423 0.039614 0.0260793
threshold=0.11392000000000001 -1.0000000180025095e-35 0.081805000000000017 0.10252500000000002 -0.13455999999999999 -0.26636999999999994 0.054835000000000009 -0.24227499999999996 0.63141500000000017 -0.11173999999999999 0.0033150000000000007 -0.008624999999999999 0.085855000000000015 -0.086254999999999984 -0.077639999999999987 -0.085959999999999995 0.13173000000000004 0.12294500000000001 0.10339000000000002 0.099965000000000012 0.033845000000000007 -0.077824999999999991 -0.084274999999999989 -0.10011499999999998 -0.16013499999999997 -0.0030749999999999996 0.084655000000000022 -0.083854999999999985 -0.083924999999999986 -0.015274999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 6 -5 -2 9 -7 17 10 11 -3 -12 14 -11 -1 -6 18 19 -9 21 -15 -23 -24 -25 26 29 -28 -29 -26
right_child=5 2 -4 4 16 7 -8 8 -10 13 12 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=0.0031658459227487802 0.0045805937645491219 0.002281616238604595 0.0078501209407113495 0.0013768808048177836 0.0039690088747362032 0.0054142895404947922 0.0060578893538264711 0.0017308905091671146 -0.0038596364832483229 0.0047163024239125668 0.0080133958359337645 -0.003902754578739405 0.0033852686314186616 0.0080744390035621255 -0.0016601592096516732 -0.001916530712818106 0.00085252870630938562 -0.0018390814703889192 0.0052102368999401051 -0.0016215631005319733 0.0028916774856644367 0.00067114686050141856 0.0075738847484899457 0.00096307019094555571 0.0097420064171914161 0.0042118502156638267 0.0014469310963142884 0.0097421727420407399 0.003996595048478672 0.0053047215583949137
leaf_weight=21 45 41 30 126 398 20 87 286 20 22 21 20 61 26 21 21 28 20 29 27 121 21 24 22 27 1427 34 21 28 26
leaf_count=21 45 41 30 126 398 20 87 286 20 22 21 20 61 26 21 21 28 20 29 27 121 21 24 22 27 1427 34 21 28 26
internal_value=0 0.00395617 0.00400933 0.00396505 0.00321925 0.00179595 0.00416587 0.00148423 0.00127847 0.00408202 0.00272919 0.000253954 0.00457052 0.00418831 0.00160222 0.000624658 0.00376417 0.00156234 0.00176126 0.0014417 0.00425089 0.00435021 0.0042908 0.00433804 0.00428905 0.00433586 0.00563708 0.00440585 0.00645899 0.00756523
internal_weight=0 2674 2632 2602 552 447 2050 402 382 1963 143 61 82 1820 43 42 426 362 342 313 1777 1656 1630 1609 1585 1563 136 83 49 53
internal_count=3121 2674 2632 2602 552 447 2050 402 382 1963 143 61 82 1820 43 42 426 362 342 313 1777 1656 1630 1609 1585 1563 136 83 49 53
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 1 4 2 2 16 1 2 34 2 457 475 12 4 3 4 43 2 0 13 12 48 15
split_gain=10.1072 1.2288 1.12687 0.712216 0.67187 0.38677 0.350083 0.330792 0.317498 0.273049 0.276353 0.190809 0.18644 0.181543 0.237884 0.172027 0.164539 0.125118 0.1062 0.101126 0.107498 0.157477 0.0990078 0.0926798 0.141307 0.0928647 0.0880081 0.0875843 0.0753644 0.0763698
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.085505000000000012 0.40124500000000002 0.076975000000000002 0.09253500000000002 0.36766000000000004 0.14960000000000004 0.13754500000000003 -0.034884999999999992 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 -0.0091949999999999983 0.080930000000000016 -0.069854999999999987 0.08815000000000002 -0.49013999999999996 0.090900000000000009 -0.036839999999999991 -0.04890499999999999 0.11362000000000001 -0.074824999999999989 -0.016469999999999995 0.11734000000000001 0.093265000000000015 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 7 11 22 13 -4 10 17 15 -7 19 16 -3 -15 18 -6 20 -1 -22 -5 25 -25 -2 -17 -20 -21 -30
right_child=1 5 8 6 9 12 -8 -9 -10 -11 -12 -13 -14 14 -16 26 -18 -19 27 28 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00076992345206877764 0.00021327065850580362 0.00015622432492034256 0.00058737814194397117 0.00069693769350335588 0.00066983178109735137 0.00029024033464625801 0.00035497820463083164 0.00077915942227398908 0.00035988056940269191 0.0003996054137100368 0.00038457739870675006 0.00014179312675385668 0.00049016123399531382 0.00047105564967476874 0.00041879235971353801 0.00025699141433988958 0.00063109007581534462 0.00044058808399473917 0.00059745643799433482 0.00064009839564610916 0.00066653363620160298 0.00050538736486843987 0.00055813742241928802 0.00049197670521653977 0.00033668730581820719 0.00035211898843803059 0.00039543877994897321 0.00050696866135324691 0.00063133368521560863 0.0004775784776338836
leaf_weight=37 31 40 34 29 69 47 29 72 77 34 26 101 29 27 25 41 290 20 329 553 817 24 62 33 71 46 31 47 27 23
leaf_count=37 31 40 34 29 69 47 29 72 77 34 26 101 29 27 25 41 290 20 329 553 817 24 62 33 71 46 31 47 27 23
internal_value=0 0.000337763 0.000622746 0.000425445 0.000631607 0.00024644 0.000542584 0.000648804 0.000429565 0.000569536 0.000581303 0.000203593 0.000366526 0.000643655 0.000602937 0.000259323 0.000617459 0.000592303 0.000599122 0.000653058 0.000666486 0.000661935 0.00060237 0.000347784 0.000385962 0.000296219 0.000316601 0.000586145 0.000633507 0.000560606
internal_weight=0 590 2531 301 2420 289 120 1895 111 525 491 213 76 1823 342 112 317 465 445 1481 878 841 91 181 104 77 72 376 603 50
internal_count=3121 590 2531 301 2420 289 120 1895 111 525 491 213 76 1823 342 112 317 465 445 1481 878 841 91 181 104 77 72 376 603 50
is_linear=0
shrinkage=0.00196078


Tree=6763
num_leaves=31
num_cat=0
split_feature=4 2 12 2 2 0 149 4 0 48 160 160 2 403 1210 16 4 3 16 133 49 1210 403 160 1186 4 42 49 14 16
split_gain=0.182332 0.0604044 0.0436724 0.0360497 0.0620216 0.0338323 0.0335407 0.0299078 0.0377545 0.0320555 0.0416376 0.0539244 0.0465261 0.0390434 0.0400713 0.0349711 0.0319332 0.0325191 0.0371337 0.0295645 0.0370118 0.0311714 0.0606115 0.0297145 0.0277537 0.0295688 0.0297161 0.0264712 0.0275514 0.0586778
threshold=0.36766000000000004 0.14285500000000004 -0.010834999999999999 -0.0091949999999999983 0.093320000000000014 -0.14723999999999998 0.07770500000000001 -0.082769999999999982 -0.038659999999999993 0.092475000000000016 -0.089549999999999991 -0.015149999999999999 0.084655000000000022 -0.5335399999999999 -0.087769999999999973 -0.022939999999999999 -0.082349999999999993 0.11296500000000002 -0.06421499999999998 0.099660000000000012 0.10463500000000002 -0.081594999999999987 -0.0047449999999999992 -0.54913999999999985 0.060550000000000007 -0.085034999999999986 -0.088934999999999986 0.32042500000000002 -0.42495999999999995 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 27 9 16 10 15 12 -12 -13 -15 -4 -9 19 -19 21 -21 22 -18 -23 25 -16 -27 28 -2 -30
right_child=6 -3 7 4 5 -7 -8 8 -10 -11 11 13 -14 14 24 -17 17 18 -20 20 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00066898996655557618 0.0026911290776778889 0.0014430664712563159 0.0042976383934728805 0.0063754772710315185 -0.000341779602292393 0.0033004117280026855 0.0048757045070589007 0.00063708371965697516 0.00021195482650700095 0.0019714505338159047 -0.0021615203376859427 0.0091376939777877524 0.0040651789210581534 0.00044764656020561237 0.0052289792278151911 0.0095674748368122994 0.011064118388458156 0.0038519822013126145 -0.0013505940388115604 0.0036613874228240808 6.0253337142057721e-05 0.0070432169323076353 0.0036782966479659085 0.0042071647501244584 0.0083307409143647728 0.0064390190993435688 0.0019880972975321732 0.0046207765926651306 0.00092949395809147062 -0.0046395236365718859
leaf_weight=60 68 90 20 53 35 94 27 27 26 38 20 22 30 20 355 34 20 34 23 264 32 38 25 1329 24 20 60 21 191 21
leaf_count=60 68 90 20 53 35 94 27 27 26 38 20 22 30 20 355 34 20 34 23 264 32 38 25 1329 24 20 60 21 191 21
internal_value=0 0.00399166 0.00407652 0.00279469 0.00349548 0.00231222 0.00149933 0.00420257 0.00399524 0.00478874 0.0049657 0.00470599 0.0015745 0.00501851 0.00482932 0.00761568 0.00405014 0.00410235 0.0017527 0.00418076 0.00327208 0.00437125 0.00696088 0.004286 0.00502024 0.0048376 0.00310083 0.00119647 0.000939643 0.000377846
internal_weight=0 2793 2703 242 182 129 328 2461 1818 643 605 551 50 501 479 54 1792 1765 57 1708 296 1412 45 1367 459 435 80 301 280 212
internal_count=3121 2793 2703 242 182 129 328 2461 1818 643 605 551 50 501 479 54 1792 1765 57 1708 296 1412 45 1367 459 435 80 301 280 212
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 376 1 47 14 2 2 4 1 50 3 51 52 457 160 3 131 2 52 1 49 0 47 0
split_gain=21.1249 2.68669 2.26291 1.67153 1.39742 1.02198 0.970396 0.680628 0.601919 0.59609 0.591966 0.479158 0.456269 0.373241 0.280986 0.26559 0.272752 0.236797 0.184001 0.225872 0.173008 0.209673 0.168145 0.194754 0.149578 0.14595 0.143404 0.142757 0.139976 0.12011
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.10774000000000002 0.14285500000000004 0.080200000000000007 0.09253500000000002 0.13082500000000002 0.076175000000000007 0.14285500000000004 0.092235000000000025 0.40945500000000007 0.080270000000000022 0.083090000000000011 -0.096544999999999978 0.0053700000000000006 -0.56176499999999996 0.080930000000000016 -0.067824999999999983 -0.0025099999999999996 0.082750000000000004 0.31358000000000003 -0.16675999999999999 0.10337500000000001 -0.078034999999999979 0.18019500000000002 0.090280000000000013 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 5 6 7 10 29 -4 11 12 13 14 -5 -1 16 -16 25 -14 27 -15 -22 23 -13 -12 -18 -10 -20 -2 -3
right_child=1 3 8 9 -6 -7 -8 -9 26 -11 24 22 18 20 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091172806913855642 0.00097790327824019132 0.00082462692052970006 0.00079796098842959079 0.00048529202767426546 0.00052467876887009822 0.00041659742220810506 0.00056672301045078129 0.00038696379419050962 0.00057044674030152392 0.00053698748249169596 0.00089347821952519453 0.00017104730046284286 0.00095105603753799282 0.00041929448617758388 0.00064388025990303821 0.00090132860607992232 0.0008725779915298113 0.00065910030791302789 0.0008374037024346608 0.00066596778365326864 0.00032483382027748093 0.0001188540852232668 0.00031562620773911476 -5.2848305101232493e-05 0.0010881118024208076 0.00069701992340531998 0.00040119578598311586 0.0006691447148720423 0.00077383618186167966 0.00066601361921510695
leaf_weight=981 24 45 34 43 45 163 39 25 38 34 20 59 47 22 32 259 203 26 632 33 38 38 20 20 63 20 39 20 28 31
leaf_count=981 24 45 34 43 45 163 39 25 38 34 20 59 47 22 32 259 203 26 632 33 38 38 20 20 63 20 39 20 28 31
internal_value=0 0.000442421 0.000854425 0.000401285 0.000866982 0.000512629 0.000873467 0.000667611 0.000580669 0.000294004 0.000878589 0.000259581 0.000872598 0.000332994 0.000891955 0.000856034 0.000814287 0.000836186 0.000832375 0.000824232 0.00026617 0.000221844 0.000155024 0.000114365 0.00104121 0.000856833 0.000484722 0.000832242 0.000868021 0.000759929
internal_weight=0 590 2531 538 2420 264 2375 101 111 274 2336 240 2253 141 1521 540 281 249 732 685 98 76 99 79 83 223 77 652 52 76
internal_count=3121 590 2531 538 2420 264 2375 101 111 274 2336 240 2253 141 1521 540 281 249 732 685 98 76 99 79 83 223 77 652 52 76
is_linear=0
shrinkage=0.00196078


Tree=6765
num_leaves=31
num_cat=0
split_feature=1 9 3 0 44 2 13 13 0 16 3 11 1443 2 400 2 2 43 12 457 11 15 49 128 401 1446 1454 1429 12 3
split_gain=0.210036 0.0454524 0.0445817 0.0417975 0.0413821 0.0424093 0.0403074 0.0462363 0.0344334 0.0352042 0.0344212 0.0332698 0.0347848 0.0342833 0.030476 0.0319724 0.0300698 0.0291279 0.0288287 0.0271428 0.0270649 0.0267142 0.0261904 0.0254332 0.0252251 0.026897 0.0546321 0.0498538 0.0643399 0.0494159
threshold=0.11392000000000001 -1.0000000180025095e-35 -0.049509999999999992 0.034820000000000011 0.081805000000000017 0.097070000000000004 0.05868000000000001 -0.074044999999999986 -0.14454499999999995 -0.0024749999999999993 -0.082794999999999994 0.080455000000000013 0.090755000000000016 -0.090999999999999984 -0.07520499999999998 0.097605000000000011 0.098630000000000009 -0.04890499999999999 -0.10022999999999999 0.048635000000000005 0.084680000000000019 -0.30407999999999996 0.13260000000000002 0.089035000000000017 0.080710000000000018 0.083715000000000026 0.094595000000000012 0.083810000000000009 0.083815000000000014 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 18 5 11 7 -2 9 17 -9 12 13 -3 -10 -16 -17 -7 21 22 -13 -4 23 -18 25 -15 27 28 -27 -30
right_child=2 4 3 -5 -6 8 -8 10 14 -11 -12 20 -14 24 15 16 19 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0010614877985236013 0.0015628721162543767 0.00146007441616218 0.001848560298094526 -0.0031291792937554424 0.0080701175114760802 0.00097655445932307179 0.00088750087915369391 0.0091824405381213062 0.00016322115785442293 -0.0016676281462423505 0.0044086830547629772 0.0096404392737895264 0.00036600364255718888 0.004341026597215694 0.00077497408449373872 0.0072261966510929858 0.0039546042626994841 0.004330345708876848 0.0010856646454251986 0.0072604319635921942 0.0050469602249434281 0.0062357596789851142 0.00097509937685182589 0.0073663350032723467 0.0056580538622998961 0.011454485299893553 0.00078565826115664097 0.0019715826323425229 0.0022053560791671493 0.0073010516320158488
leaf_weight=42 35 35 35 20 30 45 44 23 20 20 44 23 20 1402 27 33 437 61 223 26 29 23 28 23 207 27 20 22 26 71
leaf_count=42 35 35 35 20 30 45 44 23 20 20 44 23 20 1402 27 33 437 61 223 26 29 23 28 23 207 27 20 22 26 71
internal_value=0 0.00432523 0.00198338 0.00128785 0.00437731 0.00433474 0.00341732 0.00450861 0.00368203 0.0021805 0.00604744 0.00458444 0.00451357 0.0045594 0.00400053 0.00413423 0.00430005 0.00290657 0.00160223 0.00411218 0.00707869 0.00358831 0.00394445 0.00412519 0.00462051 0.00448354 0.00568719 0.00635863 0.00713698 0.0059352
internal_weight=0 2674 447 301 2632 2602 146 102 720 126 67 1882 1830 1810 594 574 547 106 281 514 52 58 488 460 1775 1568 166 146 124 97
internal_count=3121 2674 447 301 2632 2602 146 102 720 126 67 1882 1830 1810 594 574 547 106 281 514 52 58 488 460 1775 1568 166 146 124 97
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 2 1 0 49 2 34 1 4 4 1 1 1 3 159 160 48 15 2 16 4 12
split_gain=15.3218 2.49975 1.53812 1.29904 0.849512 0.643164 0.52893 0.455936 0.37977 0.377447 0.375652 0.29476 0.299558 0.284893 0.237342 0.188435 0.18186 0.164317 0.282826 0.144063 0.138339 0.132174 0.114017 0.181095 0.106216 0.0986872 0.0979765 0.0968526 0.089569 0.0892095
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.077845000000000011 -0.10607499999999999 0.082865000000000008 0.14285500000000004 -1.0000000180025095e-35 0.083345000000000016 0.27834500000000006 -0.013125 0.093100000000000002 0.075045000000000014 0.091195000000000012 -0.097174999999999984 0.082585000000000006 -1.0000000180025095e-35 0.083685000000000009 -0.43375999999999998 0.087995000000000004 -0.11676499999999999 0.0082450000000000006 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 13 11 29 17 -5 12 15 14 -4 -1 -16 19 -19 21 28 -7 23 -3 -12 -18 -17 -15 -13 -6
right_child=1 2 6 10 8 9 -8 -9 -10 -11 24 20 -14 27 16 26 25 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075844071163450846 0.00077778541774203532 0.00061011896681746624 0.00019799122069444922 0.00073916790928660325 0.00080389150282396469 0.00063335005851352917 0.00051074533189770783 0.00095632393737467064 0.00045237131343752726 0.00054495009887181416 0.00036422952931995195 0.00081291575367278335 0.00087217030685058055 0.00023200222311224269 0.00049126066345100603 0.00065232172776600184 0.00040035725448797301 0.00072712724527156461 0.0005217431273067054 0.00083727482551848814 0.00075537718938040968 0.00076608131258846016 0.00035822781747212262 0.00042586789113260778 0.00052705530843341186 0.00024444954946072534 0.00049137833997393713 0.00010827229798542538 0.00073139576340119905 0.00066190858745513966
leaf_weight=38 76 24 45 28 27 35 37 70 30 41 24 1283 31 56 32 33 27 232 29 90 209 164 70 141 43 37 26 43 54 46
leaf_count=38 76 24 45 28 27 35 37 70 30 41 24 1283 31 56 32 33 27 232 29 90 209 164 70 141 43 37 26 43 54 46
internal_value=0 0.000442303 0.000400845 0.000773198 0.000489616 0.000782342 0.000292526 0.000801286 0.000638097 0.000726441 0.000548438 0.000794803 0.000704379 0.000258884 0.000315491 0.000650755 0.000370569 0.00073997 0.000704307 0.000772178 0.00080229 0.000742737 0.000424537 0.000452668 0.00046873 0.000310223 0.000581398 0.000178261 0.000809623 0.000714423
internal_weight=0 691 615 2430 338 2335 277 1744 103 591 95 1674 128 240 141 97 96 550 261 289 1546 199 235 165 67 64 59 99 1337 73
internal_count=3121 691 615 2430 338 2335 277 1744 103 591 95 1674 128 240 141 97 96 550 261 289 1546 199 235 165 67 64 59 99 1337 73
is_linear=0
shrinkage=0.00196078


Tree=6767
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 2 1 4 2 4 14 0 1 4 48 4 0 475 1 131 2 16 159 150 2 160 3
split_gain=18.2299 2.10147 1.60549 1.35579 1.16664 0.67582 0.621829 0.577436 0.532991 0.527804 0.482385 0.460301 0.369481 0.247538 0.43208 0.531691 0.215894 0.177449 0.198938 0.221542 0.176673 0.196041 0.166021 0.218315 0.161339 0.145591 0.188282 0.192787 0.137109 0.13653
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.076975000000000002 0.40124500000000002 0.14960000000000004 0.09253500000000002 0.36766000000000004 0.14285500000000004 0.27834500000000006 -1.0000000180025095e-35 -0.10607499999999999 0.083345000000000016 0.0082450000000000006 0.093265000000000015 -0.52556499999999995 -0.080689999999999984 -0.066784999999999983 0.104035 0.082750000000000004 0.31358000000000003 -0.037154999999999994 0.082585000000000006 1.0000000180025095e-35 0.11263500000000001 -0.067824999999999983 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 6 11 13 -5 10 -4 20 12 -3 -1 15 -15 17 18 -16 -20 -6 -22 23 -13 -7 26 27 -2 -14 -30
right_child=1 5 9 7 8 24 -8 -9 -10 -11 -12 22 28 14 16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010377603710866443 0.00068373221088371245 0.00048432604715948333 0.00077877581880063753 0.00077622023231894305 0.00085537152874016022 0.00040642056885035403 0.0010131144656075372 0.00045849424815202095 0.00045755000526526574 0.00048545490981650953 0.00051767368221559203 0.00017788825035389957 0.00040085074084494118 0.00084382834168625809 0.0010294091086659996 0.00060128280146639777 0.00075230651244943174 0.00076578947605723227 0.00086317217244607277 0.0008123598919779646 0.00075806913548000601 0.00056704662743550782 0.00031655341884984144 -6.0214795190475732e-05 0.00063623559215794439 0.00035726108535154722 0.00038698554956197428 0.00045925774952729296 0.00031138024929219782 0.00014834010746163389
leaf_weight=22 24 43 34 91 68 24 75 29 26 77 33 57 23 70 23 69 108 107 955 504 338 22 20 20 23 66 53 38 39 40
leaf_count=22 24 43 34 91 68 24 75 29 26 77 33 57 23 70 23 69 108 107 955 504 338 22 20 20 23 66 53 38 39 40
internal_value=0 0.000423153 0.000805887 0.000537818 0.000816464 0.000303726 0.000838073 0.000699436 0.000730692 0.000575301 0.000746097 0.00026194 0.000331883 0.000831007 0.00082853 0.000723428 0.000837138 0.000842904 0.000848472 0.000845619 0.000763709 0.000746396 0.000157386 0.000116043 0.000518883 0.000430668 0.000472797 0.000546151 0.000267618 0.000228828
internal_weight=0 590 2531 301 2420 289 1933 120 487 111 461 242 145 1858 1836 139 1697 1589 1482 1459 428 360 97 77 47 181 115 62 102 79
internal_count=3121 590 2531 301 2420 289 1933 120 487 111 461 242 145 1858 1836 139 1697 1589 1482 1459 428 360 97 77 47 181 115 62 102 79
is_linear=0
shrinkage=0.00196078


Tree=6768
num_leaves=31
num_cat=0
split_feature=1 52 3 1 2 4 1 376 2 159 12 14 12 150 2 4 2 47 3 123 52 14 150 43 12 0 43 3 16 3
split_gain=16.5049 2.09367 1.57441 1.57124 0.870935 0.755406 0.655655 0.533901 0.51888 0.505407 0.47276 0.398683 0.434791 0.37174 0.313897 0.336407 0.271627 0.240862 0.19712 0.187033 0.166205 0.138918 0.135443 0.12668 0.177595 0.123829 0.102322 0.111465 0.100156 0.0977011
threshold=0.10752500000000002 -0.40306999999999998 -0.065819999999999976 0.12408500000000001 0.10803500000000001 0.36766000000000004 0.093575000000000019 0.080200000000000007 0.13093500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.051320000000000005 1.0000000180025095e-35 0.15609500000000001 0.40945500000000007 0.089885000000000007 0.077555000000000013 0.10732000000000001 0.088610000000000008 -0.56176499999999996 0.062655000000000016 0.091355000000000006 0.0010100000000000003 0.089410000000000003 -0.072269999999999987 -0.078139999999999973 0.11924500000000002 -0.013024999999999998 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 7 11 8 -3 17 -5 -8 12 -1 29 15 19 -14 18 21 -11 -18 28 25 -22 -25 26 -6 -28 -4 -12
right_child=1 3 6 9 22 -7 10 -9 -10 14 13 -13 16 -15 -16 -17 20 -19 -20 -21 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00056750267404758956 0.00078521683295208224 0.00070391390875820478 0.00070270207853588194 0.00052926920854442984 0.00035880560155414863 0.00045298620152250664 0.00047415962562758049 0.00037411821867321051 0.00051974866834091896 0.00048954842724598037 0.00080592599014690184 0.00095397747390050874 0.00081884790098836252 0.00046266360043247136 0.00013494924549605633 0.0002248625239055161 0.0008971078265073379 0.00090068064330163012 0.00056035502306411942 0.0002623727762409272 0.00077710276460725089 0.00090678719328899011 0.00030036715284894851 0.00053913937918111392 0.00073847946806980536 0.00033126359476762658 0.00059931707430562918 0.00042740119982603999 0.00078607616722646599 0.00065040033663702162
leaf_weight=31 52 77 137 26 23 24 84 25 41 38 44 65 1227 23 74 114 37 38 23 22 478 20 45 20 122 36 29 29 93 24
leaf_count=31 52 77 137 26 23 24 84 25 41 38 44 65 1227 23 74 114 37 38 23 22 478 20 45 20 122 36 29 29 93 24
internal_value=0 0.000409511 0.000773686 0.000373198 0.00048115 0.000798765 0.000678322 0.000623082 0.000727087 0.000269185 0.000580234 0.000802956 0.00079783 0.00067815 0.000241918 0.00028741 0.00080162 0.000754421 0.000734063 0.000406251 0.000769445 0.000750044 0.000391786 0.000761826 0.000710403 0.000426947 0.000469474 0.000513359 0.000736414 0.000751035
internal_weight=0 590 2531 538 264 2004 527 102 352 274 175 1980 1915 91 248 174 1884 311 273 60 657 250 162 620 142 117 81 58 230 68
internal_count=3121 590 2531 538 264 2004 527 102 352 274 175 1980 1915 91 248 174 1884 311 273 60 657 250 162 620 142 117 81 58 230 68
is_linear=0
shrinkage=0.00196078


Tree=6769
num_leaves=31
num_cat=0
split_feature=1 2 34 41 15 1 4 15 157 52 0 4 475 43 4 10 160 3 1 41 13 13 15 13 13 1 13 13 4 483
split_gain=0.359365 0.0656018 0.0748595 0.0503124 0.0461056 0.0461809 0.0469499 0.0448091 0.091885 0.0611301 0.0609331 0.0619567 0.0559513 0.0503959 0.0420267 0.0403071 0.0396956 0.0365858 0.0549968 0.0429336 0.0329088 0.0407135 0.0374164 0.0370514 0.0328862 0.0326797 0.055805 0.044336 0.0318224 0.0312035
threshold=0.10920500000000001 0.11682500000000001 -0.010024999999999997 0.088820000000000024 0.024640000000000006 0.095950000000000021 -0.17966999999999997 -0.0063699999999999989 -0.080544999999999992 0.10024500000000001 -0.030209999999999997 -0.064054999999999987 -0.083589999999999984 -0.053764999999999993 -0.15764999999999998 -0.012544999999999999 -0.077609999999999985 -0.12711499999999995 0.085475000000000009 0.079395000000000007 0.0036400000000000004 -0.017449999999999997 0.083490000000000023 -0.029529999999999997 -0.080344999999999986 0.13869000000000004 -0.47860499999999995 -0.059629999999999996 -0.036839999999999991 0.11494000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 14 5 7 -7 10 12 13 11 -1 -9 -10 -3 -2 -8 18 19 -6 21 22 -19 29 -15 -16 -27 -28 -4 -24
right_child=1 3 28 -5 17 6 16 8 9 -11 -12 -13 -14 24 25 -17 -18 20 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.011556066125631334 0.0050481142703210939 0.0050762130469404936 0.0084300386447769896 0.0066993154957890521 0.0086663174503861917 0.0065545192962655659 0.0065369522355363842 -0.0037313172360882163 0.0035272971144877374 0.0016913734658649477 0.00060330204488266085 0.0059310959214925766 0.0036591578335944744 0.0048637870499598128 0.0018512801841232785 -0.00024876194211709149 0.0028387573776639972 0.0015733343968167902 0.012824622550979256 0.003234941847304898 0.0046997075186015072 0.0072378402895429328 0.0063004880531344195 0.0018494209041818978 0.0095936460344462973 0.0034701081352647052 -0.0056730168987996878 0.00028732499250998868 0.0045572776614422423 0.0028749996654888884
leaf_weight=20 20 29 24 20 43 65 35 20 35 33 21 936 21 21 155 51 170 20 20 22 148 310 529 21 49 22 24 26 183 28
leaf_count=20 20 29 24 20 43 65 35 20 35 33 21 936 21 21 155 51 170 20 20 22 148 310 529 21 49 22 24 26 183 28
internal_value=0 0.00296098 0.00404525 0.00186886 0.0057693 0.00539021 0.00421269 0.00566523 0.0042107 0.00544564 0.00593173 0.00604877 5.4048e-05 0.00662556 0.00149148 0.00124332 0.00347016 0.00624309 0.00823897 0.00682801 0.00608243 0.00630781 0.00582569 0.00597283 0.00817469 0.00103352 -0.000726939 -0.00257364 0.00500629 0.00612829
internal_weight=0 554 278 276 2567 1426 270 1156 179 138 977 956 41 105 256 71 205 1141 85 65 1056 908 598 578 70 227 72 50 207 557
internal_count=3121 554 278 276 2567 1426 270 1156 179 138 977 956 41 105 256 71 205 1141 85 65 1056 908 598 578 70 227 72 50 207 557
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=31
num_cat=0
split_feature=1 3 12 39 2 42 13 52 1 12 3 1213 0 0 4 155 1 160 403 43 52 52 131 1 1 2 160 15 12 16
split_gain=0.291086 0.0611355 0.0443372 0.0437756 0.0410195 0.0441797 0.0429311 0.0505763 0.0401076 0.0555522 0.0530965 0.0350818 0.0331711 0.0331158 0.0405914 0.0389505 0.0365286 0.0642961 0.0313304 0.0505745 0.0673684 0.0474267 0.0423171 0.0361093 0.0600278 0.0437359 0.0307382 0.0302758 0.0297758 0.0322458
threshold=0.10920500000000001 0.31534000000000006 -0.42850999999999995 0.087735000000000021 1.0000000180025095e-35 -0.019989999999999997 -0.013634999999999998 -0.057699999999999994 0.086920000000000011 0.085355000000000014 -0.080289999999999986 0.0036000000000000003 -0.22491999999999998 -0.082394999999999982 -0.082769999999999982 0.089885000000000007 0.085345000000000018 -0.53379499999999991 -0.085164999999999977 -0.011919999999999998 0.086040000000000019 0.086635000000000004 0.077555000000000027 0.085110000000000005 0.079415000000000013 0.083585000000000007 -0.50351499999999982 -0.091184999999999988 0.091200000000000017 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 27 -6 -7 -8 13 10 -10 -11 -9 14 28 18 17 -15 19 21 -21 -16 23 24 25 -20 -19 -2 29 -1
right_child=1 2 -4 -5 5 6 7 12 9 11 -12 -13 -14 16 15 -17 -18 26 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0061264567502677955 0.002389338015512164 0.0030874083708373034 -0.0014496769922386324 0.0017731108276542739 -0.0014229123730079406 0.0016581967803397898 0.008629072554266223 0.00014056962959113577 -0.00044148909303569985 0.0054775419865609049 0.0039471640424563531 0.0019951720849700995 0.0049711618620097986 -0.00049372525377707052 0.0038798981264014454 0.0016783860315067265 0.0090611551112184923 0.0088595005252864213 0.0012487193379043179 0.0045448916059519567 -0.0027305686729960144 0.0099241661085259364 0.0096684599972962013 0.0020467669644299003 0.010069745630607941 0.0057906214109831652 0.0048842442954194409 0.0061448208022224921 0.010500419597056779 0.0098407658386147692
leaf_weight=174 28 35 56 157 21 74 26 21 31 433 249 31 44 22 34 26 21 20 22 35 20 21 28 26 32 584 709 92 22 27
leaf_count=174 28 35 56 157 21 74 26 21 31 433 249 31 44 22 34 26 21 20 22 35 20 21 28 26 32 584 709 92 22 27
internal_value=0 0.00266488 0.000295356 0.0031306 0.00382709 0.00289712 0.00344694 0.00490153 0.00519237 0.00457363 0.00346128 0.00524488 0.00341051 0.00544489 0.00581018 0.00548766 0.00494759 0.00483257 0.00561115 0.00404349 0.00189927 0.00618771 0.00586035 0.00569976 0.00584863 0.00562573 0.0049933 0.00526854 0.00700768 0.00662539
internal_weight=0 554 91 463 306 186 165 91 2567 744 280 464 65 1823 1051 828 772 751 802 110 55 55 692 664 638 606 729 120 223 201
internal_count=3121 554 91 463 306 186 165 91 2567 744 280 464 65 1823 1051 828 772 751 802 110 55 55 692 664 638 606 729 120 223 201
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 47 0 49 2 4 1 34 4 0 4 3 150 3 160 52 2 160 42 49 3
split_gain=29.3391 4.87018 2.84357 2.41124 1.56617 1.41042 0.833517 0.774334 0.75264 0.737854 0.696318 0.604649 0.598436 0.51654 0.416987 0.414141 0.32935 0.297493 0.257147 0.356958 0.229282 0.206074 0.217424 0.190286 0.185135 0.232811 0.20422 0.166196 0.158728 0.153586
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.10672500000000001 0.14285500000000004 0.13082500000000002 -0.10607499999999999 0.082865000000000008 0.14838000000000004 0.0061450000000000003 0.083135000000000014 -1.0000000180025095e-35 0.27834500000000006 -0.079119999999999982 -0.52556499999999995 -0.12018999999999998 1.0000000180025095e-35 -0.14847999999999997 -1.0000000180025095e-35 -0.024714999999999997 0.11682500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.053364999999999996 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 -5 27 21 13 12 15 16 18 -1 -4 -18 -13 -20 -21 22 -7 -19 -3 26 -26 -6 -9 -17
right_child=1 2 10 7 8 9 -8 28 -10 -11 -12 14 -14 -15 -16 29 17 23 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00092305137449092843 0.00094777782504342032 0.00039328067947636285 0.00016101486566993926 0.00086829472878881253 0.00072076818084015567 0.0010011462202551319 0.0011750133783086534 0.00058815038259191633 0.0004658758551428872 0.00059507261107634999 0.00052474247588799245 0.00099922887101582263 0.0010658690291626446 0.00011179803024514827 0.00085817536294525228 0.00053053381761499483 0.00051263875189433872 0.00045159874948299899 0.001159309702414746 0.00077709995275099556 0.00094168087960658231 0.00070769569301362494 0.00086939930796922204 0.00023273434783041826 0.0007250770451683624 0.00040708720594774403 0.00050276974538589051 0.00091013683586799892 0.00038677813842373217 0.00073635164655837129
leaf_weight=42 76 108 45 34 28 56 76 34 28 39 37 1141 35 84 108 20 34 21 27 36 339 26 344 56 24 54 47 49 27 46
leaf_count=42 76 108 45 34 28 56 76 34 28 39 37 1141 35 84 108 20 34 21 27 36 339 26 344 56 24 54 47 49 27 46
internal_value=0 0.00047951 0.000421643 0.000937397 0.000542343 0.000949856 0.000973886 0.00063118 0.000741169 0.000853216 0.000274363 0.000965366 0.000843052 0.000235763 0.00097596 0.000770843 0.000302513 0.000359878 0.000984204 0.000941559 0.000925881 0.000876849 0.000887844 0.000292425 0.000452743 0.000504118 0.000577916 0.000841276 0.000499018 0.000673983
internal_weight=0 691 615 2430 338 2335 1870 95 105 465 277 1794 143 240 1651 108 156 111 1543 402 375 426 400 77 233 125 71 77 61 66
internal_count=3121 691 615 2430 338 2335 1870 95 105 465 277 1794 143 240 1651 108 156 111 1543 402 375 426 400 77 233 125 71 77 61 66
is_linear=0
shrinkage=0.00196078


Tree=6772
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 4 2 1 11 4 1 3 11 1 2 43 160 15 10 2 49 52 2 160 4 43
split_gain=16.6015 2.72296 1.68297 1.31571 0.98532 0.900024 0.645543 0.60738 0.479009 0.383837 0.375996 0.369433 0.329114 0.306501 0.174279 0.172224 0.170503 0.192174 0.261049 0.139476 0.123262 0.120975 0.122672 0.112247 0.110009 0.108629 0.125719 0.162992 0.0967284 0.0990347
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.14753000000000002 0.09253500000000002 1.0000000180025095e-35 0.40945500000000007 0.080270000000000022 -0.10519499999999998 1.0000000180025095e-35 0.088975000000000012 0.097070000000000004 -0.14792499999999997 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.15109000000000003 -0.053364999999999996 -0.024714999999999997 0.11682500000000001 -1.0000000180025095e-35 0.042705000000000007 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 8 10 12 -6 13 -5 14 -4 -1 -16 17 28 -19 -18 -15 -12 -23 -7 -13 -3 27 -27 29 -10
right_child=1 2 7 11 9 23 -8 -9 16 -11 21 24 -14 20 15 -17 19 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00075587674283003137 0.0007101451130382048 0.00029216285577867676 0.00036403297773710122 0.00064202310203766882 0.00064356807435733904 0.00053154552976290381 0.00038496244154246305 0.00043727393860451948 0.0007129001719577237 0.00038928222674843249 0.00016031646935552285 0.00046115839142769124 0.00088469019945496474 0.00028229319204019346 0.00053570387288441059 0.00071714773412298518 0.00063641295602230347 0.00038782863238570739 0.00066458524432575373 0.00082290883606112107 0.00013137714741415636 0.000110128485953764 -7.584596253639342e-05 0.00034040773824817324 0.00029351478232883765 0.00056250099019677035 0.00030413382991496617 0.00036389704251294338 0.00064867657401976417 0.00064632866817646158
leaf_weight=833 76 108 44 34 74 27 22 37 436 33 32 34 62 28 21 476 21 20 38 58 81 25 30 21 27 24 52 47 193 107
leaf_count=833 76 108 44 34 74 27 22 37 436 33 32 34 62 28 21 476 21 20 38 58 81 25 30 21 27 24 52 47 193 107
internal_value=0 0.000360005 0.000316736 0.000704441 0.000409592 0.000713644 0.000719221 0.000203431 0.000722467 0.000565143 0.00016738 0.000478243 0.000745049 0.000225903 0.000738539 0.000709481 0.000686461 0.000677817 0.000569152 0.000773334 0.000170145 6.44593e-05 8.68788e-06 0.000447923 0.000386955 0.00033754 0.000377383 0.000431031 0.000686381 0.000699782
internal_weight=0 691 615 2430 338 2335 2287 277 2265 107 240 95 1392 153 1330 497 873 794 58 79 109 87 55 48 61 231 123 71 736 543
internal_count=3121 691 615 2430 338 2335 2287 277 2265 107 240 95 1392 153 1330 497 873 794 58 79 109 87 55 48 61 231 123 71 736 543
is_linear=0
shrinkage=0.00196078


Tree=6773
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 0 4 3 47 130 133 484 2 159 1 2 4 1 158 3 14 16 15 12 11 133 16 1 0 1429
split_gain=0.398666 0.0899696 0.0687467 0.042152 0.0409013 0.0403345 0.0413933 0.0360095 0.0346933 0.0303928 0.0353002 0.0394553 0.0301697 0.0339061 0.0419045 0.0875805 0.0559399 0.0419529 0.0309727 0.0294765 0.0291039 0.0456377 0.049653 0.0450283 0.0285268 0.0266645 0.0262867 0.0262368 0.0460709 0.0456159
threshold=0.10337500000000001 0.13686500000000004 1.0000000180025095e-35 0.40124500000000002 0.15109000000000003 -0.11991499999999998 0.49041500000000005 0.10542000000000001 0.13827000000000003 -0.076894999999999977 0.088385000000000005 0.085905000000000009 0.090175000000000019 0.0089800000000000019 0.086920000000000011 0.097845000000000015 -0.15289999999999995 1.0000000180025095e-35 0.094245000000000009 -0.0069549999999999994 -0.42495999999999995 -0.11676499999999999 -0.073184999999999986 -0.26532499999999998 0.080705000000000013 0.032270000000000007 0.27776000000000006 0.080270000000000022 -0.15350499999999997 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 7 -4 -7 12 20 -2 11 -11 24 14 17 -16 -17 -14 25 -12 -3 23 -23 -22 27 -15 -9 28 -1 -29
right_child=1 8 5 -5 -6 6 -8 26 -10 10 19 -13 13 18 15 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.011457468061707915 -0.00053623196965252816 0.0041376678378913893 0.0014780010601195197 0.0016672585625201464 0.0016708994506015665 0.0063898839763299161 0.0020285515877185392 0.0012380771303119569 0.005125046723211805 0.0033395243462226876 0.0027787104591398557 0.0071449262450539305 0.0055267861484813302 0.006879337383101561 -0.0011262288846974743 0.0091857822090387342 0.0030624797139820214 0.0094196334698012692 0.0048456210653636264 -0.0020594512205570938 0.0053120129164713238 -0.0061019130458589647 0.00078256553758613082 0.0001197870969619663 0.0094934164232108736 0.010259816645245468 0.005994943430691603 0.0060144592687289902 0.0066021313922846022 0.0013631971256638116
leaf_weight=20 22 22 24 22 21 168 25 26 21 225 34 31 610 70 29 25 37 29 44 20 23 20 22 61 30 35 21 507 855 22
leaf_count=20 22 22 24 22 21 168 25 26 21 225 34 31 610 70 29 25 37 29 44 20 23 20 22 61 30 35 21 507 855 22
internal_value=0 0.00333897 0.00396004 0.00602439 0.00606465 0.00534418 0.00582494 0.00610375 0.0013214 0.00305535 0.00331023 0.00380033 0.00615943 0.00569813 0.00541754 0.00340984 0.00553155 0.00570346 0.00707285 0.000986799 0.00078169 0.000195726 -0.00249576 0.00154147 0.00644219 0.00800616 0.00336349 0.00637699 0.00671311 0.00582102
internal_weight=0 718 549 2403 2381 217 193 2360 169 332 310 256 2313 879 730 91 62 639 149 54 148 126 42 84 1434 105 47 1404 875 529
internal_count=3121 718 549 2403 2381 217 193 2360 169 332 310 256 2313 879 730 91 62 639 149 54 148 126 42 84 1434 105 47 1404 875 529
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=31
num_cat=0
split_feature=1 3 39 15 1 4 13 2 52 15 11 130 1209 3 42 13 52 403 0 13 157 52 12 43 15 474 474 4 483 3
split_gain=0.324012 0.0623436 0.0434832 0.0433731 0.0425344 0.0426971 0.0414752 0.0397942 0.0397327 0.0390588 0.0645914 0.0381755 0.0384828 0.0433284 0.0349045 0.0404154 0.0410335 0.0340476 0.0317031 0.0316517 0.0305997 0.0298061 0.0288644 0.0279718 0.0277645 0.0274468 0.0299523 0.0299023 0.0486212 0.044368
threshold=0.10920500000000001 0.31534000000000006 0.087735000000000021 0.024640000000000006 0.095950000000000021 -0.17966999999999997 -0.47860499999999995 1.0000000180025095e-35 1.0000000180025095e-35 -0.10469999999999999 0.077695000000000014 -0.076894999999999977 0.086895000000000014 -0.080289999999999986 -0.018024999999999996 -0.013634999999999998 -0.057699999999999994 0.092070000000000013 -0.22491999999999998 0.030370000000000005 -0.0091799999999999989 -0.10925999999999998 0.083715000000000026 -0.080324999999999994 -0.042209999999999991 0.10008000000000002 0.090215000000000004 -0.016304999999999997 -0.066709999999999978 -0.087044999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 9 -6 -3 24 23 21 11 -11 13 17 -9 -16 -17 19 -18 22 -5 -1 -13 -7 -2 26 27 29 -29 -24
right_child=1 6 -4 20 5 8 -8 14 -10 10 -12 12 -14 -15 15 16 18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.01018015907611698 0.0043786851518477004 0.0018901806198771049 0.0017900156663307343 0.0091901107512127895 0.0060747661436639303 0.0040504320806114755 -0.0025504427873811715 -0.00081905021797865638 0.0060519377731620095 0.00079588451888412237 0.00032529947588798302 0.008772823953121487 0.0012613253968690211 0.0045358509469585395 0.0016916460873609462 0.0081963955890387297 0.00030056482979229522 0.0099844379909336568 0.0050407670633217626 0.0034933393527926122 0.0057197294920285045 0.0061062678419726915 0.0061892781797195642 0.0014099653500597926 0.0078914855855206651 0.0084005517721478205 0.0017786865774542093 0.010496935944441552 0.0057823514309428966 0.00052717114426195622
leaf_weight=20 90 58 157 26 65 67 33 22 38 20 29 36 24 393 74 26 21 20 43 54 1115 176 31 100 30 37 20 24 247 25
leaf_count=20 90 58 157 26 65 67 33 22 38 20 29 36 24 393 74 26 21 20 43 54 1115 176 31 100 30 37 20 24 247 25
internal_value=0 0.00267267 0.00314296 0.00533928 0.00497159 0.00384151 0.000279845 0.00383712 0.00313341 0.00523553 0.00497289 0.00511766 0.00521254 0.00531945 0.00292115 0.00342288 0.00484635 0.00594283 0.00348539 0.0057723 0.00579881 0.00652197 0.00606531 0.00246931 0.00525689 0.00581148 0.00553541 0.00576518 0.00619988 0.00366155
internal_weight=0 554 463 2567 1426 270 91 306 205 1156 960 931 911 887 186 164 90 494 64 474 1141 196 420 167 120 384 347 327 271 56
internal_count=3121 554 463 2567 1426 270 91 306 205 1156 960 931 911 887 186 164 90 494 64 474 1141 196 420 167 120 384 347 327 271 56
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 2 14 1 2 4 2 49 1 50 1 0 40 52 15 1447 1 12 151 0 43 3 4 133
split_gain=20.7104 3.33359 1.6752 1.62781 1.23275 1.00396 0.776567 0.668224 0.596634 0.53881 0.529309 0.571569 0.466869 0.254261 0.240793 0.226689 0.190967 0.17007 0.154961 0.133126 0.131452 0.122724 0.116963 0.115979 0.114843 0.108193 0.0969284 0.147176 0.130979 0.095248
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 1.0000000180025095e-35 -0.17966999999999997 0.089885000000000007 -0.054984999999999992 0.11654500000000001 0.041865000000000006 0.087135000000000004 -0.23001499999999997 -0.077714999999999992 -0.16675999999999999 -0.41942499999999994 -0.082869999999999985 0.13075500000000004 0.082480000000000012 -1.0000000180025095e-35 -0.010949999999999998 0.0010100000000000003 -0.097174999999999984 0.0052350000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 7 6 8 18 12 -5 -9 -12 16 -2 -13 20 -1 -14 -3 -10 -6 -19 29 -18 -22 -7 28 -28 -23 -4
right_child=1 4 22 9 15 25 -8 10 19 -11 11 14 17 -15 -16 -17 23 21 -20 -21 24 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0009434792553535881 0.00063541509554056869 0.00040230089115758584 0.00041957047407692975 0.00084161838342574236 0.00026142352397293556 0.00070331967723222429 0.00055687204612041611 0.00075690466301893097 0.00093272237508904693 0.00053533462583183909 0.00078707224403331481 0.00050672553771366295 0.0007133014601982602 0.00086031765436318677 0.00036948971342860458 0.00038055437557456436 0.00080599048895533805 0.00098632275611811471 0.00024460768286485736 0.0011156581699578471 0.00019518740445295758 0.00090095479519641645 0.00036028334707344326 0.00090521435946780513 -9.4257480026606252e-07 0.00051566579150441204 0.0007010024103547344 0.00085353886016664769 0.0008358081919333626 0.00058168806789214147
leaf_weight=934 23 46 22 34 29 27 24 30 20 63 21 113 26 121 87 23 52 36 50 65 22 416 24 351 24 21 28 185 166 38
leaf_count=934 23 46 22 34 29 27 24 30 20 63 21 113 26 121 87 23 52 36 50 65 22 416 24 351 24 21 28 185 166 38
internal_value=0 0.000503235 0.000696028 0.000891616 0.000404456 0.000901886 0.000907736 0.000459301 0.000911431 0.000642692 0.000512515 0.00047934 0.000905186 0.000824396 0.000447028 0.000210261 0.000928086 0.00086946 0.000320169 0.00107261 0.000158037 0.000874346 0.00047597 0.000892411 9.28587e-05 0.000621221 0.000869276 0.000833487 0.000882373 0.000522245
internal_weight=0 673 228 2448 445 2351 2303 347 2279 97 251 221 2194 144 200 98 1337 857 96 85 75 831 84 403 46 48 795 213 582 60
internal_count=3121 673 228 2448 445 2351 2303 347 2279 97 251 221 2194 144 200 98 1337 857 96 85 75 831 84 403 46 48 795 213 582 60
is_linear=0
shrinkage=0.00196078


Tree=6776
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 2 1 4 4 2 1 1 2 4 49 1 1 475 1 50 3 52 0
split_gain=29.8382 4.65109 2.48356 2.10351 1.42547 1.37044 0.957506 0.892941 0.819756 0.729004 0.57557 0.48495 0.541977 0.400623 0.336389 0.331842 0.28335 0.26209 0.249772 0.235835 0.205926 0.203748 0.197729 0.187232 0.180662 0.171624 0.152169 0.149884 0.133372 0.147639
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.10613000000000002 0.089770000000000016 0.090425000000000019 0.12337000000000002 0.27287000000000006 -0.15289999999999995 -0.0091949999999999983 0.16175000000000003 0.13075500000000004 0.089525000000000007 -0.036839999999999991 -0.053364999999999996 0.12958500000000003 0.12000500000000001 -0.082014999999999991 0.13288500000000003 0.041865000000000006 -0.082879999999999995 -0.56176499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 7 6 23 11 14 -4 22 19 16 20 24 -12 -13 26 -5 -1 -2 -11 -8 -3 -6 -17 -7 -22 -26 -30
right_child=1 5 9 18 8 17 10 -9 -10 21 15 12 -14 -15 -16 25 -18 -19 -20 -21 27 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0037240373331260835 0.0037145566566317689 0.0031072671740662817 0.0035881737043013348 0.0032468377414092519 0.0037377828742093579 0.0028886725604084641 0.0034798013228996127 0.0039094831552298811 0.0033161701852770183 0.0033348937554342935 0.0033970189912646423 0.0034365399515943859 0.0033327350632715511 0.0033543583181515585 0.0033753779436519588 0.003154458895272163 0.0036633210578856496 0.0026954060703877751 0.0030101585524534087 0.0036707794393923687 0.0034061015411919237 0.0031111717224121095 0.0032340999093710206 0.0029204472784335883 0.0037605810399148976 0.0029683424933496429 0.0030686786969502766 0.0036087678679337736 0.0036112543364806562 0.003489757094153746
leaf_weight=1018 50 30 34 60 44 65 34 76 41 34 20 23 23 27 23 142 268 21 24 466 20 29 20 66 20 22 25 47 305 44
leaf_count=1018 50 30 34 60 44 65 34 76 41 34 20 23 23 27 23 142 268 21 24 466 20 29 20 66 20 22 25 47 305 44
internal_value=0 0.00319808 0.00366426 0.00342581 0.00367694 0.0030814 0.00314413 0.0037013 0.00358124 0.00335679 0.00321081 0.0036925 0.00362249 0.00356965 0.00360617 0.00315857 0.0036454 0.00289265 0.00317922 0.00370731 0.00361933 0.00323191 0.0033888 0.00297883 0.00361902 0.00312949 0.00293867 0.00354827 0.00360486 0.00359594
internal_weight=0 673 2448 228 2351 445 334 1874 477 97 238 1798 314 144 436 184 291 111 84 1484 117 63 54 96 413 164 90 67 369 349
internal_count=3121 673 2448 228 2351 445 334 1874 477 97 238 1798 314 144 436 184 291 111 84 1484 117 63 54 96 413 164 90 67 369 349
is_linear=0
shrinkage=0.00196078


Tree=6777
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 10 2 4 0 131 3 1 15 41 14 43 3 4 15 1209 51 15 131 472 479 50 16 475 12
split_gain=0.443887 0.0998566 0.0690882 0.0765897 0.0507747 0.0669766 0.0450587 0.0438943 0.0423224 0.0405155 0.0351102 0.0342172 0.0402029 0.0329316 0.0492966 0.0403946 0.0544845 0.0352852 0.0463106 0.0523444 0.0359179 0.0323617 0.0281413 0.0276299 0.0291357 0.0269642 0.0325941 0.0375255 0.0349974 0.0357174
threshold=0.10293500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.10855000000000002 -1.0000000180025095e-35 -0.074314999999999978 0.14285500000000004 0.40124500000000002 -0.12333499999999999 0.093840000000000021 -0.014944999999999998 0.11507500000000002 0.040760000000000005 0.07677500000000001 0.081185000000000021 -0.51144999999999985 0.090900000000000009 -0.46376499999999993 -0.085834999999999981 0.091045000000000001 0.10501000000000001 -0.18895499999999996 0.09031500000000002 -0.06698999999999998 0.088785000000000017 0.081075000000000022 -0.015314999999999997 -0.085734999999999992 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 23 3 4 5 11 -4 8 13 -7 -8 12 -3 15 21 16 -1 20 -19 -20 25 -15 -13 24 -2 26 28 -28 29 -18
right_child=1 2 6 -5 -6 9 10 -9 -10 -11 -12 22 -14 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0036428629137251686 0.0071951826771154345 0.0093560302393078543 -0.00080585523762486191 0.011783107844266026 0.0048101124160041947 0.0055884341752971524 0.0053779636191338244 0.0054646706098141389 0.0044818403405687685 0.0093707257658531221 0.00059520069509744645 0.0050601920926257871 0.0034858009844356275 0.0090850574091167723 0.012878791674518506 0.012994728460907937 0.0076161485090851791 0.0093013943400143129 0.007387013034895063 0.0012101304393423639 0.004808239300694803 0.01305066513873282 0.00058220342287550804 0.0062027070000767711 0.011570376391626067 0.0054876645910553641 0.0091446128670213522 0.012042516412874384 0.0083885693766752936 0.01227748830181857
leaf_weight=23 23 28 22 22 269 40 66 39 22 97 20 36 20 1025 37 20 25 41 34 23 23 21 23 25 45 24 160 62 758 48
leaf_count=23 23 28 22 22 269 40 66 39 22 97 20 36 20 1025 37 20 25 41 34 23 23 21 23 25 45 24 160 62 758 48
internal_value=0 0.00598265 0.00553967 0.0060054 0.00575762 0.00680221 0.0032326 0.00879197 0.00884728 0.00826641 0.00426569 0.0049275 0.0069101 0.00888861 0.00929156 0.00853695 0.00846393 0.00855649 0.00673825 0.00489459 0.00871848 0.00916467 0.00331454 0.00904542 0.0100905 0.00880198 0.00887752 0.00995394 0.00858996 0.0106811
internal_weight=0 736 643 535 513 244 108 2385 2346 137 86 107 48 2324 1083 1241 1221 1198 98 57 1100 1046 59 93 68 1077 1053 222 831 73
internal_count=3121 736 643 535 513 244 108 2385 2346 137 86 107 48 2324 1083 1241 1221 1198 98 57 1100 1046 59 93 68 1077 1053 222 831 73
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=31
num_cat=0
split_feature=1 2 12 4 51 3 2 4 133 49 15 51 159 16 44 124 96 49 47 4 42 16 475 14 0 1 160 52 42 52
split_gain=0.359549 0.0830385 0.0625668 0.051508 0.0402589 0.0382274 0.0357146 0.0343058 0.032794 0.0307586 0.0341688 0.0300202 0.0291937 0.042223 0.028299 0.0305073 0.0279671 0.0271324 0.0294606 0.028229 0.0323308 0.0245486 0.0409544 0.0393939 0.0428091 0.0857063 0.0507575 0.0424386 0.0374662 0.0458322
threshold=0.10293500000000001 0.13622000000000004 -0.010834999999999999 -0.013514999999999998 0.10532000000000001 0.13524500000000003 0.14122000000000004 0.40124500000000002 0.09112000000000002 0.055245000000000009 -0.0079099999999999986 0.14722500000000002 0.10684 -0.11118499999999999 0.081805000000000017 -0.076779999999999987 0.084000000000000019 0.084075000000000025 0.078345000000000012 0.098655000000000007 0.088670000000000013 0.22339500000000004 -0.008964999999999999 0.062655000000000016 -0.11173999999999999 0.081670000000000006 0.085130000000000011 0.11808500000000001 0.097640000000000018 -0.54533999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 -4 12 9 7 14 16 10 -5 -6 13 -3 15 -1 17 18 19 -2 -21 23 -23 24 25 27 -27 -17 29 -24
right_child=1 4 3 5 11 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 21 -18 -19 -20 20 -22 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0060942022296200903 0.00343256242469781 0.0033380537220325914 0.0083782361332966487 0.0064557841366859881 0.0082763080091144033 0.0030193856743444955 0.0049868304373287577 0.0040336561955469242 0.0016335202211683446 0.0095146303131644211 0.0021607628175323561 0.0031928463290179414 0.0049657454525397441 -0.0010364327741424657 0.011347489962354303 0.010092887681993573 0.0024187987384897088 0.0025009477777140484 0.0094321577297523627 0.010023150362429165 0.0044741674370708919 0.0087906566390902104 0.0090300310388087262 0.010391902714649119 0.0082046482687019306 0.0010338396772139652 0.0067286840688180307 0.0047137211635708814 0.0097272991990813851 0.0047054643910149369
leaf_weight=84 36 57 126 157 26 39 41 22 33 28 21 21 37 36 25 55 31 21 25 21 21 97 31 76 1728 34 29 20 26 117
leaf_count=84 36 57 126 157 26 39 41 22 33 28 21 21 37 36 25 55 31 21 25 21 21 97 31 76 1728 34 29 20 26 117
internal_value=0 0.00538439 0.00598209 0.0067352 0.00349674 0.0058902 0.00791277 0.00796395 0.0044959 0.00643371 0.00594907 0.00600497 0.00258992 0.0016447 0.00800119 0.00796477 0.00510531 0.00577693 0.00644485 0.00548738 0.00724866 0.00803577 0.00714418 0.00816019 0.00806929 0.00637439 0.00365528 0.00865844 0.00622632 0.00561129
internal_weight=0 736 559 371 177 245 2385 2344 188 206 178 47 130 93 2322 2297 155 124 103 78 42 2213 271 1942 1866 138 63 75 174 148
internal_count=3121 736 559 371 177 245 2385 2344 188 206 178 47 130 93 2322 2297 155 124 103 78 42 2213 271 1942 1866 138 63 75 174 148
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=31
num_cat=0
split_feature=1 3 155 148 2 15 160 51 15 0 132 3 13 16 48 44 3 41 147 3 42 1208 1213 2 3 156 13 133 133 16
split_gain=0.291234 0.0732427 0.0530622 0.0459519 0.0381198 0.0552534 0.0492071 0.036047 0.035959 0.0345203 0.0322023 0.0364304 0.0313433 0.027854 0.0275365 0.036833 0.0323552 0.0269185 0.0267695 0.0249193 0.0242059 0.0322873 0.0416603 0.044248 0.0303528 0.0222388 0.0215781 0.0604804 0.0935895 0.0474165
threshold=0.10293500000000001 0.31370500000000007 0.11245500000000001 -0.095079999999999984 0.11682500000000001 -0.41942499999999994 -0.077849999999999989 0.10532000000000001 -0.14809499999999998 0.22582000000000002 0.10512500000000001 0.42240500000000009 -0.019614999999999997 -0.42170999999999997 0.10168500000000001 1.0000000180025095e-35 -0.073309999999999986 0.081560000000000007 0.089365000000000014 0.10732000000000001 0.11457500000000002 0.099975000000000008 -0.0043299999999999996 0.088475000000000012 -0.072624999999999981 0.14283000000000004 0.0049450000000000006 -0.0061299999999999992 -0.082009999999999986 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 6 -5 17 -7 14 11 -3 -10 -8 15 18 -16 -6 19 20 26 22 -22 -24 -25 -4 -1 28 29 -28
right_child=1 10 25 4 7 8 13 -9 12 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0075281020898382584 0.0003582293788592021 0.0026274532803134726 0.00975350635331672 0.0069147969036398894 0.0029010485167873415 0.010519281332381071 0.0040079187621207294 0.0066618938163758553 0.0074815669743111355 0.0030849749898715392 0.0053394737808654703 -0.0023445336404256524 0.0051929206172498139 -0.00071636858360412032 0.0068043517653059993 0.011508214320056141 0.0032675432604982665 0.0068162201694212865 0.0048363115829217467 0.0046017117545540847 0.008248455365152469 0.0086722835011125831 0.00024571877226910806 0.008253011963097379 0.003733081554468626 0.0059093684251247738 0.0097764320857822908 0.0073849145500753362 -0.00057412451909234124 0.0032438314752653245
leaf_weight=1675 21 56 34 26 144 20 24 42 100 21 27 20 149 26 81 20 38 20 47 35 34 37 22 24 39 27 25 240 27 20
leaf_count=1675 21 56 34 26 144 20 24 42 100 21 27 20 149 26 81 20 38 20 47 35 34 37 22 24 39 27 25 240 27 20
internal_value=0 0.00484595 0.00524835 0.00494936 0.00512434 0.00576706 0.00338617 0.00404794 0.00643973 0.00712149 0.00237294 0.00131904 0.00611206 0.00155129 0.00715735 0.00723593 0.00567495 0.00337851 0.00719753 0.00724848 0.00729171 0.00609225 0.00529005 0.00410669 0.00545496 0.008052 0.00738588 0.00662233 0.00408036 0.00687305
internal_weight=0 736 633 572 551 345 76 206 269 2385 103 76 249 50 2364 2245 119 164 2225 2178 2143 156 119 85 63 61 1987 312 72 45
internal_count=3121 736 633 572 551 345 76 206 269 2385 103 76 249 50 2364 2245 119 164 2225 2178 2143 156 119 85 63 61 1987 312 72 45
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=31
num_cat=0
split_feature=1 1 44 155 48 51 2 484 2 0 131 48 47 12 2 400 133 160 156 403 479 49 159 49 1429 49 16 49 475 3
split_gain=0.2359 0.0611633 0.0473094 0.0498836 0.0349594 0.0357852 0.0363116 0.0400124 0.0349062 0.02825 0.0277135 0.0269382 0.0302625 0.0252631 0.0235862 0.0312154 0.0305641 0.0474454 0.0445581 0.0486024 0.0302367 0.0292447 0.0347528 0.0313788 0.0539584 0.0513849 0.135286 0.0441655 0.0343127 0.0403307
threshold=0.10293500000000001 0.14262000000000002 0.087770000000000015 0.10158500000000002 0.14093000000000003 0.10532000000000001 0.11362000000000001 -0.051889999999999999 0.25063000000000007 0.18019500000000002 0.093840000000000021 -0.075804999999999984 0.078345000000000012 0.093765000000000015 0.090425000000000019 -0.081749999999999975 0.017095000000000003 0.0065900000000000012 0.11386000000000002 -1.0000000180025095e-35 0.07839500000000002 0.11902500000000002 0.11389500000000001 0.085970000000000005 0.083985000000000018 0.0034800000000000005 -0.011989999999999999 0.09517500000000001 -0.087794999999999998 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 6 7 -2 10 14 -3 -9 -13 -5 21 -16 17 18 19 -17 -18 22 23 25 27 28 -27 -25 -1 -30
right_child=1 8 -4 13 -6 -7 -8 11 -10 -11 -12 12 -14 -15 15 16 20 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0039423963136505334 0.0089006316807606952 0.0039733219338392006 0.0092966313283382503 0.01012562394142151 0.00081505651718803826 0.0070430063648018407 0.003103956250365724 0.0079712669542502789 -0.0016000417296527303 0.0033072599868193783 -0.00025434540351852779 0.0034865880603499621 0.0060002352843773277 0.0058821975693176013 0.002488592118849435 0.0084347906312154195 0.006545553353081858 0.0073470278428462545 0.0088308006458516636 0.0042689629967308379 0.010067315987544135 0.0030791924091648649 0.0039191596864146137 0.0087930840067228008 0.012288117515682071 0.0081365679298722824 -0.0017505537907127292 0.0045476970140283053 0.0069997489962965349 0.0024698393011931331
leaf_weight=40 23 69 22 20 28 48 188 21 20 29 20 162 68 47 24 31 391 115 28 290 26 22 42 69 27 31 25 38 1137 20
leaf_count=40 23 69 22 20 28 48 188 21 20 29 20 162 68 47 24 31 391 115 28 290 26 22 42 69 27 31 25 38 1137 20
internal_value=0 0.00436135 0.00474144 0.0045758 0.00425536 0.00444424 0.00417424 0.00490859 0.00217497 0.00640934 0.00302328 0.00454279 0.00422975 0.00714889 0.00644753 0.00604689 0.00614383 0.00558545 0.00500499 0.00467127 0.00676514 0.00669741 0.00675311 0.00683893 0.00829339 0.00668338 0.00372267 0.00728538 0.00682189 0.00692144
internal_weight=0 736 627 605 538 510 462 274 109 2385 89 251 230 67 2356 905 881 464 349 321 417 1451 1429 1387 134 1253 56 107 1197 1157
internal_count=3121 736 627 605 538 510 462 274 109 2385 89 251 230 67 2356 905 881 464 349 321 417 1451 1429 1387 134 1253 56 107 1197 1157
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 1 14 2 4 2 2 4 3 49 1 0 1 475 1 1 12 50 43 13 15 1 2 1
split_gain=13.2386 1.6424 1.47255 0.981379 0.955626 0.597829 0.433035 0.422055 0.390448 0.374993 0.364912 0.374205 0.229956 0.198272 0.249439 0.179081 0.154986 0.147285 0.123731 0.117228 0.118843 0.114029 0.113239 0.107478 0.106377 0.133909 0.100043 0.17687 0.116971 0.0972431
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.076975000000000002 0.10803500000000001 0.36766000000000004 0.14285500000000004 -1.0000000180025095e-35 -0.078439999999999996 0.092670000000000016 -0.012034999999999999 0.16175000000000003 -0.080119999999999983 0.12000500000000001 -0.066784999999999983 0.104035 0.12958500000000003 0.086505000000000012 0.041865000000000006 -0.078139999999999973 -0.0075049999999999987 -0.15914499999999995 0.082005000000000008 0.086100000000000024 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 15 6 18 -4 12 21 11 19 17 -14 22 -2 23 -1 -3 -5 -21 -8 26 -7 -11 -26 -15 -28 -29 -6
right_child=1 5 7 10 29 16 9 -9 -10 24 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00069979878242912828 0.00049389689275081833 0.00037893141403769936 0.00068262404576373628 0.00075913923207107572 0.00042415484493853997 0.00019597583234754037 0.00068418177611687602 0.000420328559221613 0.00089015698588751498 0.00027119677382860734 0.00045388590830001388 0.00048380568028882312 0.00077415785356150331 0.00090069430131538232 0.00056459078402272284 0.00069861399630705514 5.0927093426456088e-05 0.00048530232745642754 0.00021452705396048224 0.00067954724607357077 0.00053063590135989775 0.0004796146849791209 0.00072278277799532695 0.00034725686140796714 0.00034706041638339142 0.00047289275610221245 0.00077774571840112075 0.00073579064017228882 0.00055345857540279426 0.00027231544948995624
leaf_weight=32 20 24 34 68 50 65 22 77 75 29 33 39 742 20 33 92 21 20 66 325 22 20 673 25 74 58 283 31 24 24
leaf_count=32 20 24 34 68 50 65 22 77 75 29 33 39 742 20 33 92 21 20 66 325 22 20 673 25 74 58 283 31 24 24
internal_value=0 0.000395348 0.000721505 0.000731634 0.000547816 0.000325153 0.000371578 0.000500671 0.000751453 0.00042177 0.000652967 0.000667438 0.000745854 0.000749556 0.000732399 0.000662057 0.000202606 0.0006173 0.000258368 0.000684695 0.000670106 0.000586769 0.00073777 0.000237998 0.000378726 0.00040235 0.000765945 0.000757972 0.000656228 0.00037491
internal_weight=0 590 2531 2420 186 404 293 111 1933 203 487 454 1858 1806 1064 112 111 52 90 415 347 42 1031 90 161 132 358 338 55 74
internal_count=3121 590 2531 2420 186 404 293 111 1933 203 487 454 1858 1806 1064 112 111 52 90 415 347 42 1031 90 161 132 358 338 55 74
is_linear=0
shrinkage=0.00196078


Tree=6782
num_leaves=31
num_cat=0
split_feature=1 3 9 2 43 16 0 15 13 131 2 124 42 12 2 43 10 12 15 158 12 4 4 129 4 2 1453 1447 13 0
split_gain=0.242619 0.0608391 0.0457576 0.058549 0.03529 0.0329331 0.0295121 0.0432309 0.033772 0.0412031 0.0288252 0.0293752 0.0330254 0.0279596 0.030824 0.0257069 0.025345 0.0215798 0.0272362 0.0258847 0.0376335 0.0320055 0.0320816 0.0257105 0.0251141 0.0246092 0.0718273 0.0384272 0.0286749 0.0256225
threshold=0.10293500000000001 0.31299000000000005 -1.0000000180025095e-35 0.10672500000000001 -0.00045499999999999995 0.62682500000000008 0.024095000000000002 -0.13578499999999996 -0.066634999999999986 0.09031500000000002 0.15109000000000003 -0.076779999999999987 -0.0060199999999999993 -0.54415499999999983 0.16394500000000004 -0.080324999999999994 -0.0026549999999999994 0.11734000000000001 -0.069954999999999989 0.086290000000000019 0.080890000000000017 0.24564500000000003 0.181285 0.11234000000000001 0.053925000000000008 0.083995000000000014 -0.048199999999999993 -0.082659999999999997 -0.080344999999999986 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 16 5 -5 6 7 -4 9 -9 11 12 -1 -3 -15 -14 -2 19 -19 21 -21 22 23 24 -13 26 -22 -27 -29 -30
right_child=1 13 3 4 -6 -7 -8 8 -10 -11 -12 17 15 14 -16 -17 -18 18 -20 20 25 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0067835723549927564 0.0034330097891183361 0.005159316321563287 0.01058304311707616 0.0028087238957489134 0.0049456276838435514 0.0098774424443642313 0.0027602459930268857 0.010833944051283533 0.0045135723321936003 0.0056501654315861353 0.002624262215214826 0.0064377085450121859 0.0047640222455224684 0.0023304046437260697 -0.0020378351189373508 0.00023258250841449595 -0.00084538989700376997 0.0076555757262256182 0.0033237657767344027 0.010820445292629302 0.00045661194482818248 0.0038637185675906949 0.010410466277971864 0.0096373906785932675 0.0049433639126558173 0.011226908289469206 0.0077962619892787193 0.0045869844006922317 0.01061486533097923 0.0060873927972279491
leaf_weight=39 45 24 20 136 179 21 29 23 102 46 21 1791 31 70 21 21 20 21 47 30 20 50 20 24 120 26 40 34 25 25
leaf_count=39 45 24 20 136 179 21 29 23 102 46 21 1791 31 70 21 21 20 21 47 30 20 50 20 24 120 26 40 34 25 25
internal_value=0 0.00423586 0.00462712 0.00492061 0.00402303 0.0060938 0.00573264 0.00618395 0.00566943 0.00737809 0.00631281 0.00634558 0.00458383 0.00212311 0.00132235 0.00293402 0.00211658 0.00641611 0.00466153 0.00647022 0.00755505 0.00636201 0.00642591 0.00638472 0.00634387 0.0069788 0.00534971 0.0078674 0.00682755 0.00835113
internal_weight=0 736 621 556 315 241 220 191 171 69 2385 2364 91 115 91 52 65 2273 68 2205 200 2005 1955 1935 1911 170 60 110 84 50
internal_count=3121 736 621 556 315 241 220 191 171 69 2385 2364 91 115 91 52 65 2273 68 2205 200 2005 1955 1935 1911 170 60 110 84 50
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 3 11 0 0 2 132 15 4 2 1 52 3 13 16 2 1 4 12 4 14
split_gain=32.5562 3.68561 3.52909 2.3227 1.92621 1.45984 1.29379 1.02788 0.949784 0.747506 0.71264 0.560421 0.551559 0.543074 0.591285 0.506946 0.480652 0.46036 0.596865 0.370122 0.363567 0.358951 0.539329 0.357364 0.341554 0.323817 0.308811 0.3695 0.286108 0.284312
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.092550000000000007 0.40124500000000002 -0.16363499999999997 0.053925000000000008 0.30112000000000005 1.0000000180025095e-35 -0.23091999999999999 -0.068189999999999987 0.092235000000000025 0.10365500000000001 0.13592500000000005 0.42051500000000003 0.14530500000000005 0.086105000000000015 1.0000000180025095e-35 -0.10217499999999997 -0.0082249999999999979 -0.059624999999999991 0.098035000000000011 0.14754500000000001 -0.031404999999999995 -1.0000000180025095e-35 -0.0070899999999999991 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 10 11 28 -6 16 17 21 -1 14 -10 25 -8 18 -3 -13 -16 22 -4 -7 26 -12 -14 -28 -5 -19
right_child=1 5 6 7 8 23 9 -9 13 -11 15 19 24 -15 20 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013950063393650559 0.00063188072196536339 0.00073884797163181965 0.00078762218336132111 0.0011948550534446524 0.0011409298211586575 0.00059607623148304472 0.0011367440320113125 0.00066220440056132164 0.00098786760386222034 0.0009597913102305139 0.00026355604292734519 0.0014304356962241524 0.0012395138656642257 0.00055649615516064363 0.0006803078414231485 0.00048419931934385099 0.00083495340510910635 0.00059949624479985707 0.00032884323677303748 0.0011601474219594015 0.00097702844981469353 0.0011966360512481416 0.0011895858791706043 0.00093872798541012924 0.00095515751847166717 -3.9835880405289559e-05 0.0011523098289187438 0.00081990711171837406 0.00097495246167276421 0.00033600859998695248
leaf_weight=23 181 43 21 46 35 22 600 29 61 124 38 64 56 32 77 26 21 20 20 28 20 1218 33 25 62 21 36 20 45 74
leaf_count=23 181 43 21 46 35 22 600 29 61 124 38 64 56 32 77 26 21 20 20 28 20 1218 33 25 62 21 36 20 45 74
internal_value=0 0.000620275 0.00113175 0.000772128 0.000968065 0.000462116 0.0011645 0.000983668 0.000844109 0.00109878 0.000400701 0.00120039 0.00110964 0.000789432 0.000836609 0.000256091 0.00112654 0.000478993 0.000608688 0.00134817 0.000741487 0.0011897 0.00103327 0.000778338 0.00107192 0.000155569 0.00113655 0.00103359 0.00108611 0.00039207
internal_weight=0 590 2531 301 422 289 2109 120 225 745 242 1364 197 190 158 85 621 157 63 92 97 1272 54 47 174 59 112 56 91 94
internal_count=3121 590 2531 301 422 289 2109 120 225 745 242 1364 197 190 158 85 621 157 63 92 97 1272 54 47 174 59 112 56 91 94
is_linear=0
shrinkage=0.00196078


Tree=6784
num_leaves=31
num_cat=0
split_feature=1 1 16 12 160 40 0 49 10 454 51 47 47 147 1 43 2 1 2 1447 150 3 474 475 49 159 52 475 49 0
split_gain=0.285771 0.0695186 0.0492174 0.0408072 0.0386833 0.0299134 0.0274042 0.0420607 0.025885 0.0254441 0.0290236 0.0387834 0.0269236 0.0263633 0.0474277 0.0240523 0.0237828 0.0302681 0.0472547 0.0363421 0.0327836 0.0404149 0.0245147 0.0297914 0.0302366 0.0343831 0.0314881 0.0405129 0.0380842 0.0298685
threshold=0.10293500000000001 0.13707500000000003 0.51026500000000008 0.12477500000000001 -0.24498999999999996 0.051255000000000002 0.024095000000000002 -1.0000000180025095e-35 -0.086389999999999981 -0.037229999999999992 0.11144500000000002 0.094460000000000002 0.10421000000000001 0.10100500000000003 0.13210500000000003 -0.08595499999999999 0.090425000000000019 0.089770000000000016 0.09678500000000001 -0.082869999999999985 0.083555000000000004 -0.14847999999999997 -0.10160499999999999 -0.088274999999999978 0.12011500000000001 0.11389500000000001 -0.19683499999999995 -0.085684999999999997 0.09517500000000001 0.034820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 7 -3 -1 -6 12 -12 13 14 15 -11 22 19 -19 -18 21 -20 -10 -24 25 26 -25 -28 29 -29
right_child=1 6 -4 -5 9 -7 -8 -9 16 10 11 -13 -14 -15 -16 -17 17 18 20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0030529370333533738 0.0082676316743068717 -0.00037304655777226233 0.0070140423579141496 0.008777626145941516 0.00057583926944062115 0.0029307111483913933 -0.00084128305759458325 0.0038923061907234231 0.010396036277525127 0.0020137829931804957 0.0090531769829491782 0.0033969342269384393 0.0061591227320914573 0.00017131057213104906 -8.327405646860857e-06 0.004642021204561632 0.0096397745689111095 0.0010100632995510331 0.010150544125586749 0.0063435925988307761 0.0026490125761483799 0.0051155494039200923 0.004030473575565136 0.0095515431857202196 0.0030845988891087476 0.0041495227459363822 0.01016603769400181 0.0070541731833189056 0.0031780494239043305 0.0038054280898308958
leaf_weight=20 23 29 90 21 20 22 21 114 20 41 27 22 47 21 29 231 35 26 25 755 24 44 36 50 20 41 39 1172 27 29
leaf_count=20 23 29 90 21 20 22 21 114 20 41 27 22 47 21 29 231 35 26 25 755 24 44 36 50 20 41 39 1172 27 29
internal_value=0 0.00434698 0.00486738 0.00446655 0.00427017 0.00660108 0.00253194 0.0030273 0.00663525 0.00406026 0.00422697 0.00651364 0.00392332 0.00359698 0.00383598 0.00424585 0.00666583 0.00626567 0.00477887 0.00648963 0.00583252 0.00693982 0.00691949 0.00687032 0.00694451 0.00700135 0.00709014 0.006993 0.00689223 0.00697573
internal_weight=0 736 572 482 461 2385 164 143 2363 438 418 49 369 322 301 272 2343 909 119 790 93 69 1434 1414 1378 1358 1317 1267 1228 1201
internal_count=3121 736 572 482 461 2385 164 143 2363 438 418 49 369 322 301 272 2343 909 119 790 93 69 1434 1414 1378 1358 1317 1267 1228 1201
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 3 14 1 159 2 2 4 131 1 13 52 457 43 47 0 0 39 49 52 4 3 16 3
split_gain=18.0658 2.11643 1.74697 1.51458 1.06588 0.868645 0.756346 0.558979 0.531134 0.526268 0.479901 0.351356 0.298569 0.380935 0.316759 0.23167 0.214182 0.194555 0.198364 0.210069 0.13775 0.127322 0.119352 0.119165 0.111394 0.110089 0.106804 0.101572 0.0987657 0.0957339
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.13754500000000003 1.0000000180025095e-35 -0.022174999999999997 0.076175000000000007 0.09253500000000002 -1.0000000180025095e-35 0.089885000000000007 0.14285500000000004 0.40945500000000007 0.086835000000000009 0.091195000000000012 -0.081434999999999994 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.090280000000000013 -0.066089999999999996 -0.15350499999999997 0.089790000000000023 -0.053364999999999996 -0.16675999999999999 0.0082450000000000006 0.0068900000000000012 0.11346000000000002 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 4 6 5 8 7 26 11 -4 -5 15 13 27 16 -1 -14 -13 23 -20 -2 -17 -8 -19 -11 -10 -3 -12 -7 -15
right_child=1 3 9 10 -6 28 22 -9 25 24 12 17 14 29 -16 21 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087653144724880586 0.00093430496411385879 0.00088468049817225507 0.00079121200675026627 0.00056236400233854167 0.00054064589160979443 0.00049516712362859762 0.00051439000414001319 0.00045085670191305456 0.00087782379440671089 0.0005663992066621558 0.00037309928158042478 0.00092980833989445737 4.845538602039273e-05 0.00035718204756959529 0.00041121850026781386 0.00082321220781646004 0.00024893640513148381 0.00081890912249015413 0.00080214495471013839 0.00054402836098762337 0.00073186634134511652 0.00066328603360388011 0.00040264125241686011 0.0006725452866890001 0.0004166211443496685 0.0010448002510081188 0.000710588299871938 0.00055473526565709408 0.00067757016498278953 0.00022442618981799835
leaf_weight=1118 24 20 34 26 45 25 54 33 20 42 20 53 42 31 22 216 40 767 27 22 28 21 115 22 35 63 42 29 21 64
leaf_count=1118 24 20 34 26 45 25 54 33 20 42 20 53 42 31 22 216 40 767 27 22 28 21 115 22 35 63 42 29 21 64
internal_value=0 0.000447558 0.000828565 0.000411047 0.000839598 0.000845262 0.000517036 0.000657017 0.000850532 0.000588033 0.000308927 0.00084484 0.000282357 0.000340175 0.000202302 0.000864727 0.000146251 0.000814597 0.00080731 0.000686256 0.0008253 0.000809042 0.000438348 0.000814828 0.000498318 0.00100456 0.000766747 0.000480598 0.000578438 0.000267747
internal_weight=0 590 2531 538 2420 2375 264 95 2329 111 274 2246 248 144 104 1355 82 891 838 49 52 237 169 789 77 83 62 49 46 95
internal_count=3121 590 2531 538 2420 2375 264 95 2329 111 274 2246 248 144 104 1355 82 891 838 49 52 237 169 789 77 83 62 49 46 95
is_linear=0
shrinkage=0.00196078


Tree=6786
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 10 0 16 45 124 16 13 42 1208 1213 12 13 12 12 42 1212 13 156 16 157 52 403 12
split_gain=0.297936 0.0705777 0.0488617 0.0525976 0.0347819 0.0401705 0.0578578 0.0310955 0.0309047 0.0301884 0.0289944 0.0343658 0.0260807 0.0258237 0.0253188 0.0290335 0.035282 0.027163 0.0318379 0.0554312 0.0479208 0.0326642 0.0326399 0.046013 0.0316016 0.0346809 0.03731 0.0300094 0.0291148 0.0522006
threshold=0.10293500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.11362000000000001 -1.0000000180025095e-35 -0.14116499999999996 -0.074314999999999978 0.22582000000000002 -0.50339499999999993 0.081955000000000014 -0.076779999999999987 0.062650000000000025 -0.0069799999999999992 0.11457500000000002 0.099975000000000008 -0.021674999999999996 -0.064509999999999984 0.0015850000000000003 0.082095000000000015 0.085885000000000017 -0.093284999999999993 0.11930500000000001 -0.084034999999999985 -0.031569999999999994 0.22339500000000004 0.0092650000000000024 -0.14715499999999998 -0.52800499999999995 0.087765000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 9 -7 -4 10 -3 11 -1 -6 -11 17 16 -16 -13 21 -20 -21 -19 28 -24 -22 27 -27 -26 29 -23
right_child=1 2 7 -5 12 6 -8 -9 -10 13 -12 14 -14 -15 15 -17 -18 18 19 20 24 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0046022560674121929 0.0068524154882016845 0.0060742660084386066 -0.001389942941023037 0.0090847629265309402 0.0035637476415416127 0.0033979463798459622 0.0071858676496483051 0.0028231405089934204 0.0027598130173005519 0.0033997803332137043 0.0099340261228812437 0.0095904497147509555 0.00020354186865286186 -0.00070234899009977072 0.0077873564598246892 0.0079130432335659858 0.0038119928812915364 0.0085970586801592547 0.0015724550400461471 0.010950770927593112 0.0097477962798438976 0.0071491567083285194 0.0064351110628036697 0.012993476546835154 0.0098436139349360029 0.0010105038626352324 0.0065864966833032671 0.0058000496966605633 0.0067771578718060464 0.0010505562499165536
leaf_weight=85 93 29 22 22 207 64 109 86 21 57 26 33 26 21 29 37 97 104 28 20 20 32 23 20 20 30 20 223 1492 25
leaf_count=85 93 29 22 22 207 64 109 86 21 57 26 33 26 21 29 37 97 104 28 20 20 32 23 20 20 30 20 223 1492 25
internal_value=0 0.00427753 0.00390511 0.00429677 0.00409144 0.00484257 0.00578456 0.00196492 0.0065791 0.00331955 0.00661303 0.0065761 0.00318879 0.00229536 0.00665056 0.00545018 0.00472696 0.00674418 0.00669852 0.00584579 0.0062051 0.00688003 0.00676786 0.00948551 0.00590187 0.00563935 0.0032409 0.00613285 0.00669242 0.00447433
internal_weight=0 736 643 535 513 280 173 108 2385 107 2364 2338 233 78 2253 163 126 2090 2057 361 333 1696 1592 43 313 293 50 243 1549 57
internal_count=3121 736 643 535 513 280 173 108 2385 107 2364 2338 233 78 2253 163 126 2090 2057 361 333 1696 1592 43 313 293 50 243 1549 57
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=31
num_cat=0
split_feature=1 1 52 12 457 151 16 1 50 150 1 51 52 1210 2 13 48 47 159 12 1 160 1 376 480 4 1 4 16 13
split_gain=0.245741 0.0534914 0.0531364 0.0390515 0.0434577 0.0574949 0.0388781 0.0363825 0.0377703 0.0359813 0.0459136 0.0321997 0.0301378 0.0300067 0.0280392 0.0273558 0.0362114 0.0245853 0.0316018 0.0458044 0.0459323 0.026408 0.0223364 0.0313006 0.0216315 0.0303104 0.0258673 0.0274128 0.0311164 0.0267078
threshold=0.11551000000000002 0.091195000000000012 -0.26636999999999994 -0.010834999999999999 0.045365000000000009 0.077805000000000013 -0.015314999999999997 0.15799000000000005 0.13705000000000003 1.0000000180025095e-35 0.091900000000000023 -0.067899999999999974 -0.068719999999999989 -0.42132499999999995 0.15109000000000003 -0.0093149999999999986 0.086665000000000006 0.098400000000000015 0.089030000000000012 0.091085000000000013 0.094220000000000012 -0.021249999999999995 0.10871500000000002 0.049360000000000008 -0.08342999999999999 -0.020529999999999996 0.090475000000000014 0.042705000000000007 -0.44310499999999992 -0.14819499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 15 5 9 -6 8 11 10 -5 12 -4 -1 24 22 -17 18 19 20 -12 -20 23 -3 25 -15 27 29 -29 -26
right_child=2 3 7 4 6 -7 -8 -9 -10 -11 17 -13 -14 14 -16 16 -18 -19 21 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0097959379554681848 0.0066563331864745133 0.0010390697437937238 0.0033445072366804305 0.0015403513389173895 0.0046112278724710146 0.010855828824320011 -0.00068770017416682101 -6.8683642371653177e-05 0.0073717078345362091 0.0025159114049873445 0.012616429088467902 0.0024362203953281914 0.0081860454857815065 0.011103787774336524 0.0023612827500550169 -0.00056001982651650902 0.0049332667770795521 0.004104721960188313 0.0014540224928747524 0.0058836487868665155 0.0073501323320235672 0.0064747468219138685 0.0069610789116403022 0.0055540267145261172 0.0084333088819631471 0.0058808258678764106 0.0033288069968370514 0.0066653563465849776 0.0042792095959157455 0.0061091981445866098
leaf_weight=21 40 28 36 24 45 21 20 39 20 37 22 267 20 20 21 30 20 55 22 182 67 20 27 34 51 25 36 81 168 1622
leaf_count=21 40 28 36 24 45 21 20 39 20 37 22 267 20 20 21 30 20 55 22 182 67 20 27 34 51 25 36 81 168 1622
internal_value=0 0.00578357 0.00318863 0.00499635 0.0053978 0.00574693 0.00298079 0.00282552 0.0031546 0.00549684 0.0057782 0.00289348 0.00507363 0.00603533 0.00599631 0.00350895 0.00163729 0.00605459 0.00639721 0.00679278 0.00865191 0.00384484 0.00456045 0.00351501 0.00603442 0.00820214 0.0059846 0.00603435 0.00505543 0.00618005
internal_weight=0 2699 422 654 515 450 65 382 343 429 392 323 56 2045 2024 139 50 368 313 271 89 42 89 62 2003 45 1958 1922 249 1673
internal_count=3121 2699 422 654 515 450 65 382 343 429 392 323 56 2045 2024 139 50 368 313 271 89 42 89 62 2003 45 1958 1922 249 1673
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 52 1 14 1 50 0 4 15 2 12 0 12 1211 0 0 50 4 402 403 132 12 130 4 15 43
split_gain=0.19905 0.0478196 0.0435863 0.046084 0.0518791 0.0430405 0.0419991 0.0384973 0.0294698 0.030594 0.0273846 0.0553559 0.036077 0.0305954 0.0288277 0.0519974 0.0273037 0.0331148 0.032587 0.0763514 0.0624493 0.0292017 0.0284493 0.0348074 0.0614689 0.0565742 0.0414997 0.0393443 0.041321 0.0761439
threshold=0.11551000000000002 -1.0000000180025095e-35 0.081805000000000017 0.10252500000000002 -0.15090499999999998 -0.26636999999999994 0.10508500000000001 0.054835000000000009 0.15799000000000005 0.13705000000000003 -0.11173999999999999 0.0033150000000000007 -0.008624999999999999 0.085855000000000015 -0.086254999999999984 -0.077639999999999987 0.087695000000000009 0.087635000000000005 -0.068604999999999985 0.11070500000000001 0.020130000000000006 -0.078439999999999996 0.2506000000000001 -0.074254999999999988 -0.083284999999999984 0.097575000000000009 0.006490000000000001 -0.072334999999999997 0.089740000000000014 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -2 -5 10 9 -7 11 12 -3 -13 15 -12 17 -16 22 20 21 -20 23 24 -18 26 27 28 -26 -30
right_child=5 2 -4 4 -6 8 -8 -9 -10 -11 14 13 -14 -15 16 -17 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.001857317151180247 0.0059906999157101383 0.003427035644900326 0.0090482215334971756 -0.0018102936956676701 0.0047957033066973525 0.0026041319264572642 0.0034336971994239972 0.007481007277436386 -6.1815361662481271e-05 0.0066345371934585272 0.006286732469346714 0.008893396195278248 -0.001753480262705125 0.0045433768723446297 0.0058162619722845355 -0.00066998272779442017 0.010214407988068825 0.0091503599568480455 -0.003203132275957614 0.0083366092699377441 0.0063662231876514853 0.0017998728219286672 0.0016123447869904339 0.0050502063840044513 0.0046637135345071294 0.0092883861493130489 0.0013744789102390685 0.0019247048331991487 0.012335845044491671 0.0045247791570242647
leaf_weight=42 40 41 30 21 490 323 56 88 39 20 22 22 20 61 763 21 37 31 20 23 20 28 20 648 58 37 27 23 26 24
leaf_count=42 40 41 30 21 490 323 56 88 39 20 22 22 20 61 763 21 37 31 20 23 20 28 20 648 58 37 27 23 26 24
internal_value=0 0.00520522 0.00525814 0.00521486 0.00441652 0.00286977 0.00200352 0.00543459 0.00254297 0.00283914 0.00534327 0.00401555 0.00172851 0.00569639 0.00544786 0.00288927 0.0055095 0.00594643 0.00515942 0.00335605 0.00167144 -0.000284713 0.00534176 0.00542652 0.00647761 0.00576857 0.00494431 0.00568008 0.00647983 0.00858653
internal_weight=0 2699 2657 2627 567 422 77 2060 382 343 1972 144 61 83 1828 43 1785 794 991 91 68 48 900 880 232 195 158 131 108 50
internal_count=3121 2699 2657 2627 567 422 77 2060 382 343 1972 144 61 83 1828 43 1785 794 991 91 68 48 900 880 232 195 158 131 108 50
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 2 1 4 14 2 2 52 39 49 2 52 124 50 1 0 43 3 15 15 4 4 12 2 1
split_gain=19.0102 3.20336 1.79935 1.38991 1.15452 0.804236 0.734952 0.706255 0.614344 0.549384 0.50829 0.42979 0.251525 0.208349 0.206148 0.191639 0.185176 0.176885 0.152823 0.142915 0.133609 0.129976 0.211636 0.127853 0.123518 0.118426 0.113992 0.110701 0.0984018 0.0933235
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.09253500000000002 0.27834500000000006 0.062655000000000016 0.10731 0.089885000000000007 -0.52606999999999993 0.095830000000000012 -0.054984999999999992 0.094835000000000017 0.12354000000000001 -0.081214999999999982 0.041865000000000006 0.087135000000000004 -0.23001499999999997 0.0010100000000000003 -0.097174999999999984 0.090455000000000021 -0.053579999999999996 0.010840000000000001 0.0052350000000000009 0.095780000000000018 0.31358000000000003 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 6 8 17 15 9 11 25 19 -2 16 -14 -1 -12 -3 28 -4 -13 26 -23 -11 -17 -8 -22 -28 -6 -5
right_child=1 4 5 29 18 -7 10 -9 -10 23 13 20 14 -15 -16 24 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00091516169892177327 0.00090781216289387463 0.00039228612419908021 0.00091302176122943482 0.00051964510355548288 0.00022566410111474747 0.00059688969202950236 0.00076347571845148125 0.00050285836948282998 0.00055484196499866597 0.0011034738759891469 0.00045938291238246736 0.00070151606129080632 0.00056879098876586943 0.00031310198902764232 0.00078311105459636331 0.00078905073451060871 0.00065814854801535933 0.00022481409652125141 0.00035560404211788425 0.0008682704339077759 0.00087920983004149988 0.00064671912911434132 0.00082969957175017513 0.00095077509768247989 0.00059298158364142633 0.00059302633647379975 0.00085855377183193784 0.0007528951906426506 7.7456600501451609e-05 0.00037531254453937603
leaf_weight=26 49 49 931 61 61 39 25 67 22 49 127 25 22 32 80 30 21 48 26 389 421 28 184 37 21 42 99 62 24 24
leaf_count=26 49 49 931 61 61 39 25 67 22 49 127 25 22 32 80 30 21 48 26 389 421 28 184 37 21 42 99 62 24 24
internal_value=0 0.000494081 0.000862658 0.000679453 0.000397932 0.000876049 0.000454038 0.000650068 0.000880895 0.000884119 0.000510834 0.000877941 0.000792352 0.000456567 0.000736885 0.00077816 0.000487586 0.000309413 0.000224056 0.000899834 0.000842655 0.000847099 0.000805532 0.00103778 0.000708316 0.000656627 0.00086224 0.000817865 0.000183817 0.000478892
internal_weight=0 691 2430 236 455 2286 344 144 2247 2225 247 2139 151 180 102 77 148 97 111 1320 819 794 212 86 51 67 582 161 85 85
internal_count=3121 691 2430 236 455 2286 344 144 2247 2225 247 2139 151 180 102 77 148 97 111 1320 819 794 212 86 51 67 582 161 85 85
is_linear=0
shrinkage=0.00196078


Tree=6790
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 42 11 2 47 4 2 11 1 4 1 1 12 0 11 3 39 2 14 16 1 52
split_gain=15.6736 2.51556 1.70235 1.29666 1.01624 0.851188 0.564478 0.535459 0.499099 0.446504 0.422896 0.31759 0.222307 0.207867 0.182322 0.172759 0.172596 0.289202 0.171755 0.143607 0.134234 0.127667 0.12517 0.123251 0.121827 0.200853 0.115683 0.122542 0.190251 0.115452
threshold=0.104035 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.089885000000000007 -0.0060199999999999993 1.0000000180025095e-35 0.17025000000000004 0.13011000000000003 -0.35136499999999998 0.14530500000000005 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.086920000000000011 0.15799000000000005 0.096475000000000019 -0.026509999999999995 0.08776500000000001 -0.11171999999999999 0.084780000000000008 -0.0050599999999999994 -0.46166999999999997 -1.0000000180025095e-35 0.11392000000000001 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 7 20 8 10 -5 18 12 -4 -3 26 16 23 -18 -1 -13 -6 -7 -17 -10 -11 -26 -15 28 29 -28
right_child=1 2 11 9 6 21 -8 -9 15 24 -12 19 -14 14 -16 22 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00084661954701759502 0.00080066288718559663 0.00061525993995250217 0.00027215786598180913 0.00081910585018402755 0.00083206451124561407 0.00065944871581878563 0.00044407643959467805 0.00050892543492576437 0.00068396060209886789 0.00038233951515401416 0.00099765036601495477 0.00021437625133325489 0.00049842623318088991 0.0005426824677224253 0.00024955232819432724 0.00093310765893486758 0.00082147784340075953 0.00054306915376846701 0.00079806494025588121 -1.2362733253744803e-07 0.00066868106962419027 0.00045649781205085965 0.00077485241974243008 0.00078574644688905043 0.00041456919133583492 0.00066492830817939863 0.00040657872769071882 0.00030446279978738386 0.00036612938130627988 0.0005347550522629954
leaf_weight=929 76 21 101 22 29 22 41 22 49 23 62 28 20 30 24 46 26 32 401 21 58 26 33 687 22 28 44 34 94 70
leaf_count=929 76 21 101 22 29 22 41 22 49 23 62 28 20 30 24 46 26 32 401 21 58 26 33 687 22 28 44 34 94 70
internal_value=0 0.000464121 0.000422532 0.000798792 0.000486294 0.000807928 0.000633754 0.000813352 0.000816309 0.000574238 0.000839359 0.000255626 0.000309558 0.000426752 0.000413378 0.000779555 0.000770855 0.000667873 0.00083198 0.000122448 0.000723142 0.000549517 0.000867001 0.00077897 0.000500443 0.00055477 0.000427833 0.000413596 0.000431435 0.000485283
internal_weight=0 691 615 2430 445 2335 128 2287 2265 95 1392 170 121 317 296 873 794 58 1330 49 87 48 79 736 73 50 272 242 208 114
internal_count=3121 691 615 2430 445 2335 128 2287 2265 95 1392 170 121 317 296 873 794 58 1330 49 87 48 79 736 73 50 272 242 208 114
is_linear=0
shrinkage=0.00196078


Tree=6791
num_leaves=31
num_cat=0
split_feature=1 3 155 148 124 51 43 47 13 132 1 43 0 374 0 0 14 124 42 52 15 42 0 49 15 3 3 42 13 133
split_gain=0.277714 0.0698485 0.0456715 0.0379095 0.0371776 0.034708 0.0635834 0.0386753 0.0378211 0.0343908 0.0328562 0.030212 0.0398585 0.0373839 0.0349064 0.0299075 0.0264127 0.0313746 0.0280723 0.0251063 0.0232208 0.0318002 0.0228749 0.0472438 0.0491156 0.0440625 0.0391122 0.0285471 0.0298748 0.046119
threshold=0.10337500000000001 0.31299000000000005 0.11245500000000001 -0.095079999999999984 0.0049200000000000008 0.10876000000000001 -0.24021999999999996 0.11370000000000001 0.054800000000000008 0.10365500000000001 0.14754500000000001 -0.072864999999999985 -0.22491999999999998 0.086450000000000013 -0.14832499999999996 0.22582000000000002 0.062655000000000016 -0.076779999999999987 -0.0060199999999999993 -0.16675999999999999 -0.015744999999999999 0.086835000000000009 -0.10474999999999998 0.036705000000000008 0.084195000000000006 -0.080934999999999993 0.090900000000000009 0.11457500000000002 0.038215000000000006 -0.00094999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 5 6 -5 -7 11 10 -3 13 -13 -8 -14 16 17 18 -1 -18 21 -16 23 24 25 -19 -27 28 -24 -30
right_child=1 9 -4 4 -6 7 8 -9 -10 -11 -12 12 14 -15 20 -17 19 22 -20 -21 -22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.0064004128170199702 -0.00016885487185347651 0.0016585391381699029 0.0069959971916562476 0.0095667952299118043 0.001062245881944869 0.0087331608325863889 0.0037687769544802047 0.0038260818972926714 0.001353070417165079 0.0045647535786225366 -0.0029681532690301539 0.0020266447196315442 0.0093593935178511826 -0.00074369622217047783 0.0073801528294815833 0.0023293462360189075 0.0046903238538652664 1.440343330614269e-06 0.0027511213431661986 0.0087142214124205693 0.0026949788288523754 0.0036455263481720498 0.0064971798320579534 0.0074970328613805275 0.0081165928286142091 0.0060303973928584088 0.0017834356613872972 0.0049286199673024972 0.0028447423533713126 0.0060850467378510305
leaf_weight=35 21 66 56 20 36 36 146 29 55 29 20 35 23 21 57 21 20 30 53 69 30 38 1603 60 26 57 35 155 58 181
leaf_count=35 21 66 56 20 36 36 146 29 55 29 20 35 23 21 57 21 20 30 53 69 30 38 1603 60 26 57 35 155 58 181
internal_value=0 0.0038453 0.00427603 0.00399757 0.00416391 0.00439179 0.00406265 0.00654385 0.00379084 0.00158677 0.000582564 0.00417392 0.00506146 0.00320134 0.00577915 0.00608663 0.00611976 0.00605415 0.00420254 0.00780997 0.00512038 0.0058863 0.00612805 0.00513005 0.00417046 0.00332948 0.00441471 0.006232 0.00634168 0.0052987
internal_weight=0 718 603 547 526 490 425 65 405 115 86 350 183 167 148 2403 2382 2293 88 89 125 95 2205 208 148 122 92 1997 1842 239
internal_count=3121 718 603 547 526 490 425 65 405 115 86 350 183 167 148 2403 2382 2293 88 89 125 95 2205 208 148 122 92 1997 1842 239
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=31
num_cat=0
split_feature=1 3 15 2 3 2 34 2 10 13 124 2 13 4 159 1 12 42 4 160 1447 4 1456 15 1456 42 3 42 133 0
split_gain=0.228189 0.043594 0.0366107 0.0569802 0.0342995 0.0338018 0.0332264 0.0313395 0.0298116 0.0292674 0.0318444 0.033836 0.0377754 0.0274602 0.0396232 0.0394216 0.0295792 0.0295616 0.0273754 0.0259744 0.0255443 0.0285566 0.029371 0.0298188 0.0314154 0.027046 0.0531788 0.0407406 0.135195 0.0385397
threshold=0.10920500000000001 -0.049509999999999992 -0.56020999999999987 0.31358000000000003 0.11924500000000002 0.10731 -0.038779999999999995 0.15109000000000003 -0.010699999999999999 -0.49353499999999995 0.0049200000000000008 1.0000000180025095e-35 0.0027400000000000007 -0.073934999999999987 -0.089309999999999987 0.098420000000000021 -1.0000000180025095e-35 0.11649000000000002 -0.07533999999999999 -0.077609999999999985 -0.085804999999999979 -0.51843499999999987 0.091180000000000011 0.097485000000000016 -0.084149999999999989 -0.015274999999999999 -0.084144999999999984 0.085730000000000015 0.0068000000000000014 -0.089019999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 6 7 -6 8 13 -4 -8 11 -11 -13 14 -1 17 -16 -15 20 -17 -18 -22 23 24 -23 26 -26 28 -27 -29
right_child=1 2 3 -5 5 -7 9 -9 -10 10 -12 12 -14 15 16 19 18 -19 -20 -21 21 22 -24 -25 25 27 -28 29 -30 -31
leaf_value=0.010291389729245566 0.0044467334635877338 0.0061746948685210482 0.0031373669928871101 -0.0026410609229721807 0.0053004227151783809 -0.00012623032300987028 0.00037892787368036811 0.001517743705189787 -0.0019176089928285883 0.0064857463489692568 -2.0700007614019948e-05 0.0037518487893976275 -0.00086101892753504222 0.0055025617582137283 0.0020827561506025849 0.0063535891880746936 0.0032511776104863534 0.0031329266729087316 0.0092115722140685349 0.0031935796116289461 0.008880407654590184 0.0095609438012946735 0.0095839725993573672 0.0029681622883991191 0.0060391554730593079 0.0051598989030872469 0.010462543537384288 0.0094439369386001941 -0.0024727383467297143 0.0056963108969749071
leaf_weight=20 181 26 20 22 24 22 36 20 28 39 24 158 20 1230 21 32 38 55 24 139 31 22 20 38 289 216 30 31 26 239
leaf_count=20 181 26 20 22 24 22 36 20 28 39 24 158 20 1230 21 32 38 55 24 139 31 22 20 38 289 216 30 31 26 239
internal_value=0 0.00317331 0.00255537 0.00228418 0.00541113 0.00270507 0.00261758 0.00546051 0.000188631 0.00303849 0.00343576 0.00381805 0.00323355 0.00549204 0.00588317 0.00521132 0.00579715 0.00540114 0.00587485 0.00378493 0.00579313 0.00589567 0.00579411 0.00570904 0.00583114 0.00573239 0.00645515 0.00528208 0.00433986 0.00612659
internal_weight=0 554 373 347 2567 46 325 2521 48 277 241 217 178 2501 1045 1456 1025 1285 1004 171 980 942 911 891 853 831 319 512 242 270
internal_count=3121 554 373 347 2567 46 325 2521 48 277 241 217 178 2501 1045 1456 1025 1285 1004 171 980 942 911 891 853 831 319 512 242 270
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 47 1 2 14 2 4 4 1 150 13 1 16 49 47 2 0 12 4 131 15 43 4 49
split_gain=14.6156 1.65895 1.45083 1.07986 0.995818 0.661929 0.530689 0.508749 0.412238 0.3971 0.354469 0.276528 0.263075 0.235365 0.301626 0.347368 0.23529 0.213149 0.182877 0.157277 0.152579 0.129702 0.122181 0.121082 0.124257 0.120479 0.146962 0.112785 0.109076 0.0902662
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.089885000000000007 0.40124500000000002 0.12958500000000003 0.09253500000000002 0.14960000000000004 0.076175000000000007 0.14285500000000004 0.27834500000000006 -0.013514999999999998 0.086920000000000011 0.081835000000000019 -0.16152999999999998 0.091195000000000012 -0.059624999999999991 -0.054319999999999993 0.10350500000000001 -1.0000000180025095e-35 -0.093584999999999988 0.090285000000000018 0.04735000000000001 0.082750000000000004 -0.41942499999999994 0.05259500000000001 0.015030000000000002 -0.045154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 10 20 11 -4 13 17 12 -3 16 23 -16 -7 -1 -9 -10 -5 -19 -18 24 -15 26 -13 -24 -28 -6
right_child=1 7 8 6 29 9 -8 18 19 -11 -12 25 -14 14 15 -17 22 21 -20 -21 -22 -23 27 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00077845630793901138 0.00039457270258424397 0.00042879981075010502 0.00069164510433924109 0.00078922384509853285 0.00036232185993283824 0.0005381483212461214 0.00040345396179053492 0.00033850569083768731 0.0005176471316200845 0.00046785173671310245 0.00092366660130918632 0.00023990569912033197 0.00024593965012919601 0.00080376998646406741 0.00070833074403744121 0.00035128570726197778 0.00086173424074629775 0.00057380293565028164 0.00058362481173347019 0.00034027842110862921 0.00062863619685274658 0.00072875808264301757 0.0007564362402955753 0.00066687747333099177 0.0006915230084868038 0.00030050777762916564 0.00016056518852456655 0.00067841743974848487 -2.6538305988937031e-05 0.00053800232676695474
leaf_weight=1118 181 43 34 45 22 21 29 22 40 26 58 29 102 65 20 22 35 23 25 37 46 214 374 220 91 20 23 88 25 23
leaf_count=1118 181 43 34 45 22 21 29 22 40 26 58 29 102 65 20 22 35 23 25 37 46 214 374 220 91 20 23 88 25 23
internal_value=0 0.000388321 0.00073102 0.0004902 0.000741074 0.000746549 0.000634438 0.000282211 0.000511821 0.000706877 0.000773559 0.000245955 0.000300167 0.000713516 0.000678903 0.000521307 0.000741447 0.000767133 0.000468888 0.000432418 0.000708048 0.00071372 0.000750037 0.000696507 0.000738293 0.000164917 0.000129699 0.000741576 6.31155e-05 0.000452114
internal_weight=0 590 2531 301 2420 2375 120 289 111 962 1413 242 145 936 418 42 518 1355 47 77 91 237 497 376 156 97 77 462 48 45
internal_count=3121 590 2531 301 2420 2375 120 289 111 962 1413 242 145 936 418 42 518 1355 47 77 91 237 497 376 156 97 77 462 48 45
is_linear=0
shrinkage=0.00196078


Tree=6794
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 4 14 49 50 1 1 0 0 124 1 1447 150 2 2 49 16 16 4 42 13
split_gain=14.8154 2.49943 1.22573 1.07462 0.862811 0.806487 0.699211 0.471076 0.405366 0.379883 0.435889 0.317238 0.229544 0.199374 0.188726 0.183141 0.169122 0.168838 0.156591 0.122108 0.121863 0.119944 0.108936 0.101787 0.0921355 0.129784 0.12489 0.0911246 0.116079 0.115689
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 -0.054984999999999992 0.041865000000000006 0.13436000000000001 0.085345000000000018 -0.098289999999999975 -0.23091999999999999 -0.081214999999999982 0.13075500000000004 -0.082869999999999985 0.083095000000000016 0.31358000000000003 0.11411 -0.073374999999999982 -0.36241499999999999 -0.52595999999999987 -0.013514999999999998 -0.11051499999999999 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 18 11 -4 -8 -11 15 -2 22 24 -1 21 -9 -3 23 -19 -17 -6 -5 -12 26 -26 28 -22 -29
right_child=1 4 8 19 13 -7 9 17 -10 10 14 -13 -14 -15 -16 16 -18 20 -20 -21 27 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00080934821797966122 0.00052419206830581612 0.00033752213896704272 0.00071565444756303549 0.00057768906979637359 0.00019986565745420986 0.00051976841944279342 0.00066282228706708926 0.00058237766651619296 0.00044847010514794419 0.00068905243713163016 0.00051650039399258327 0.00093969880108343644 0.00073328696137246144 0.00035204976561112642 0.00022684440901585973 0.00072886484321700942 0.00077479056251874635 0.00085152083642634684 0.00017994956236661356 0.00030594840934926196 0.00089515286790745334 0.0005375001345779381 4.3926742331130924e-05 0.00041088864381451769 0.00039408060006501292 0.00034557516642930077 0.00057252486371526525 0.00077276166405803052 0.00075215347228918094 0.00069615737660416602
leaf_weight=881 24 49 34 22 61 48 30 25 61 22 31 59 127 26 22 34 406 40 48 24 23 20 24 39 38 79 25 106 427 266
leaf_count=881 24 49 34 22 61 48 30 25 61 22 31 59 127 26 22 34 406 40 48 24 23 20 24 39 38 79 25 106 427 266
internal_value=0 0.00043704 0.00076242 0.000600782 0.00035211 0.000771303 0.000400612 0.000776582 0.000544094 0.00045601 0.000427419 0.000798982 0.000700053 0.000201796 0.000397901 0.000792791 0.000761079 0.000741228 0.000259548 0.00042443 0.000745835 0.000657989 0.000155836 0.000471046 0.000419654 0.000398511 0.000464892 0.000740692 0.000759462 0.000717985
internal_weight=0 691 2430 236 455 2335 344 2287 95 247 217 1400 151 111 195 1341 460 887 97 85 862 54 85 61 173 142 63 822 450 372
internal_count=3121 691 2430 236 455 2335 344 2287 95 247 217 1400 151 111 195 1341 460 887 97 85 862 54 85 61 173 142 63 822 450 372
is_linear=0
shrinkage=0.00196078


Tree=6795
num_leaves=31
num_cat=0
split_feature=1 4 2 150 2 4 123 394 1 2 47 0 42 160 157 12 2 13 3 401 401 12 12 2 3 1452 159 3 3 16
split_gain=0.298657 0.0519272 0.0375576 0.0370167 0.0359667 0.0386104 0.0315353 0.032253 0.0304913 0.0304064 0.0304208 0.0289296 0.047805 0.0945223 0.0324636 0.0294681 0.0285311 0.0321063 0.0394913 0.0332597 0.0282637 0.0301507 0.0598113 0.0282413 0.0300853 0.033826 0.0278371 0.0337681 0.04418 0.0316365
threshold=0.10920500000000001 0.27287000000000006 0.098630000000000009 0.084680000000000019 -0.0091949999999999983 -0.08484499999999999 0.08592000000000001 -0.08151499999999999 0.092845000000000025 1.0000000180025095e-35 0.11518500000000002 -0.087519999999999987 0.085465000000000013 -0.015149999999999999 -0.0048549999999999991 0.083645000000000011 0.25063000000000007 0.10820000000000002 -0.12018999999999998 0.085900000000000018 1.0000000180025095e-35 0.11232500000000002 0.10227500000000002 0.095545000000000005 0.092670000000000016 0.087755000000000014 0.11389500000000001 -0.073884999999999992 -0.069009999999999974 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 11 7 -4 -1 10 -2 -6 14 -14 -13 -16 17 18 -3 -20 21 22 23 24 25 26 27 -7 -29 -30
right_child=1 16 6 -5 5 20 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0065420854896787676 0.0076288290031684136 0.0063188826973440458 0.0015234561124816536 0.0026166148872750743 0.0087961520885962048 0.005936939115959129 0.0020310012141375672 0.0056114686807569383 0.0025018579352577715 0.003719006089206018 0.0042892708279628385 0.0099838021983343524 -2.4930208123156005e-06 0.0084572286251932399 0.0036574645330592136 0.007239326163628529 -0.00082839386692891512 -0.00041119065094140497 0.0030732640716278777 -0.001239263619063422 0.0072395731038866666 0.0097561214771121757 0.0020369743349147032 0.0041100452477172891 0.0028484659735113385 0.0091829576106950608 0.0034084940053473569 0.010263031263846558 0.0056040249080123276 0.0099384138205399122
leaf_weight=31 65 34 20 82 86 922 28 551 47 85 47 38 28 25 26 197 24 28 169 20 180 20 40 77 28 36 38 43 85 21
leaf_count=31 65 34 20 82 86 922 28 551 47 85 47 38 28 25 26 197 24 28 169 20 180 20 40 77 28 36 38 43 85 21
internal_value=0 0.00344078 0.00600093 0.00440196 0.00621196 0.0062988 0.00530761 0.00546828 0.00410759 0.0051451 0.00622741 0.00717114 0.00672607 0.00398794 0.00728209 0.00682171 0.00246561 0.00278058 0.00318134 0.00261691 0.00606462 0.00590317 0.00584344 0.00596525 0.00608703 0.00616622 0.0060683 0.00616267 0.00755946 0.00646272
internal_weight=0 554 2567 279 1968 1890 599 571 78 197 112 400 314 53 261 223 275 251 223 189 1490 1310 1290 1250 1173 1145 1109 1071 149 106
internal_count=3121 554 2567 279 1968 1890 599 571 78 197 112 400 314 53 261 223 275 251 223 189 1490 1310 1290 1250 1173 1145 1109 1071 149 106
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 14 4 2 2 1 2 49 159 150 1 4 15 3 43 2 2 150 2 49 3 0 47 1
split_gain=17.2052 2.77146 1.3806 1.25317 0.914358 0.744457 0.560866 0.522359 0.428897 0.406825 0.278975 0.278571 0.415653 0.221423 0.195728 0.248703 0.173398 0.165682 0.156071 0.148762 0.149295 0.145068 0.140597 0.137571 0.131889 0.11607 0.114132 0.108435 0.106004 0.105017
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.09253500000000002 0.062655000000000016 -0.064804999999999988 0.13501500000000002 0.14960000000000004 0.089625000000000024 0.090425000000000019 -0.054984999999999992 0.08154500000000002 1.0000000180025095e-35 0.12958500000000003 -0.55119499999999988 -0.090344999999999995 0.31370500000000007 -0.025214999999999998 -0.0091949999999999983 0.11474000000000002 1.0000000180025095e-35 0.088850000000000012 -0.053364999999999996 -0.0069549999999999994 -0.010949999999999998 0.090280000000000013 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 7 -4 11 -6 23 19 17 21 -2 15 22 -5 -1 -12 20 -10 -13 26 29 -19 -8 -3 -11 -15 -7
right_child=1 4 6 16 8 9 25 -9 10 27 18 12 -14 28 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011414447014961814 0.00069334309341179004 0.00067616171168691339 0.00090717642021289203 0.00062559034492747458 0.00065884168836332507 0.00088821164561662773 0.00066911620114776368 0.0011231899961167936 0.00042499087372796892 0.00078754710952008038 0.00035647894956979142 0.00076728617749850835 0.000650565077225977 0.00095491056860077617 0.0004915254572936432 0.0005538247262730318 0.00043122660719296512 0.00097984457798573079 0.00015319672486215245 0.00034498520089237019 0.00055759099542631565 0.00093642977461639914 0.00059066308674469493 0.00075495227006282283 0.00094083749150809478 0.00049691578926560492 0.00086488589560952168 0.00059968309423057533 0.00084160984100451028 0.00096642613327469807
leaf_weight=21 24 22 34 60 28 308 34 76 85 27 53 21 23 64 41 60 25 941 20 44 53 272 21 25 516 27 28 21 63 84
leaf_count=21 24 22 34 60 28 308 34 76 85 27 53 21 23 64 41 60 25 941 20 44 53 272 21 25 516 27 28 21 63 84
internal_value=0 0.000586442 0.000937084 0.000758864 0.000497009 0.000946511 0.000705376 0.00096397 0.000428483 0.000876301 0.000403189 0.000957225 0.000904383 0.000866066 0.000609758 0.000646762 0.000568425 0.000968522 0.000300785 0.000444263 0.000475917 0.000924307 0.0007253 0.000895978 0.00096603 0.000592896 0.000781847 0.000705357 0.000898706 0.000904972
internal_weight=0 691 2430 236 455 2335 95 1870 283 465 255 1794 316 151 172 131 85 1478 73 182 138 293 71 417 1457 61 50 48 127 392
internal_count=3121 691 2430 236 455 2335 95 1870 283 465 255 1794 316 151 172 131 85 1478 73 182 138 293 71 417 1457 61 50 48 127 392
is_linear=0
shrinkage=0.00196078


Tree=6797
num_leaves=31
num_cat=0
split_feature=1 3 1 4 0 0 2 16 2 2 1 12 1210 1 15 1 13 13 43 147 15 48 160 160 4 484 160 4 15 157
split_gain=0.307535 0.0516528 0.04101 0.0432511 0.0391494 0.0372282 0.0355424 0.0413723 0.0326031 0.0323746 0.0354882 0.0307034 0.0304178 0.0271005 0.0256483 0.0256058 0.0465185 0.0248986 0.0236897 0.0232247 0.0293323 0.0292598 0.0505031 0.0304609 0.0580266 0.0577242 0.0440746 0.083293 0.0790601 0.0455309
threshold=0.10920500000000001 -0.049509999999999992 0.091195000000000012 -0.16363499999999997 0.034820000000000011 -0.066089999999999996 0.13501500000000002 0.11346000000000002 0.11411 0.10252500000000002 0.091900000000000023 0.097825000000000009 -0.42132499999999995 0.13075500000000004 -0.41942499999999994 0.096325000000000008 -0.081029999999999977 -0.074519999999999989 -0.041049999999999996 0.090425000000000019 -0.15914499999999995 0.089350000000000013 -0.40957499999999997 -0.089744999999999978 -0.15464999999999998 -0.081614999999999979 -0.063384999999999983 -0.0019149999999999998 -0.013969999999999998 -0.081889999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 -4 11 9 12 -8 13 10 -5 -3 -1 -2 -10 16 -12 -18 -7 20 -14 23 -23 24 -22 -26 27 28 -25 -30
right_child=1 4 3 5 -6 18 7 -9 14 -11 15 -13 19 -15 -16 -17 17 -19 -20 -21 21 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.010275467201136054 0.0067754287034569489 0.0034183048253600143 0.0072673041421589205 0.0027189717910280735 -0.00080939391800374902 0.0041619659775668496 0.00094093369060339264 0.0068331296894360675 0.0055284746252194364 0.0037070746497841235 0.003793546917925899 -9.368982907660582e-05 0.0085133215063713519 0.0026974554127082231 0.0017187272193083586 0.0051772668265231527 0.011350679770112039 0.0074433484025401607 -0.00034419633448123932 0.0029655201127752663 0.012591522186994553 0.00037558293901383881 0.0057000428691729218 0.0084077298655016834 0.01178646910449733 0.0065402453366623994 0.0064599119079566114 -0.00086602659329124132 0.00058319359771802175 0.0054800717587753824
leaf_weight=20 88 319 95 33 27 28 26 22 30 101 30 27 63 20 43 121 21 73 20 20 20 20 163 59 23 238 1268 23 31 49
leaf_count=20 88 319 95 33 27 28 26 22 30 101 30 27 63 20 43 121 21 73 20 20 20 20 163 59 23 238 1268 23 31 49
internal_value=0 0.00353069 0.00612861 0.00533749 0.00285806 0.00490814 0.00633055 0.00364152 0.00491683 0.00524044 0.00579752 0.00314425 0.00639518 0.00602025 0.00328438 0.00621218 0.00722206 0.00831626 0.0022844 0.00635593 0.00639058 0.00631997 0.00511813 0.00644851 0.00740035 0.00700256 0.00626147 0.00470827 0.00563064 0.00358253
internal_weight=0 554 2567 522 373 427 2045 48 181 379 278 346 1997 108 73 245 124 94 48 1977 1957 1894 183 1711 281 261 1430 162 139 80
internal_count=3121 554 2567 522 373 427 2045 48 181 379 278 346 1997 108 73 245 124 94 48 1977 1957 1894 183 1711 281 261 1430 162 139 80
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=31
num_cat=0
split_feature=1 3 4 157 0 3 9 44 2 132 3 14 0 1 3 2 130 0 49 4 12 12 4 51 43 16 0 12 43 151
split_gain=0.249103 0.0470499 0.0409811 0.0448318 0.0565145 0.0371749 0.0338937 0.0354622 0.0319109 0.0311589 0.0358501 0.0309559 0.0696457 0.0774364 0.0624291 0.0368656 0.040322 0.0416616 0.030087 0.0300726 0.0299329 0.032576 0.0312027 0.0288902 0.0291171 0.0379407 0.0307952 0.0276282 0.0306209 0.0247024
threshold=0.10920500000000001 0.30112000000000005 -0.010655 -0.06457499999999998 -0.033209999999999996 0.11924500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.10731 0.10613500000000002 0.42240500000000009 0.062655000000000016 -0.13027499999999997 0.083345000000000016 -0.034684999999999994 -0.14451499999999998 -0.068174999999999986 0.18019500000000002 -0.069799999999999987 -0.0073899999999999999 0.087695000000000009 0.087445000000000009 -0.075889999999999999 -0.40274499999999996 -0.0064299999999999991 -0.008904999999999998 -0.046359999999999991 0.086095000000000019 -0.035139999999999991 -0.029339999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 -1 11 -7 10 -3 12 13 -8 -15 -14 -17 20 -16 -20 21 -18 -23 -4 -25 26 -26 28 -13 -21
right_child=1 9 23 4 -6 8 7 -9 -10 -11 -12 27 15 14 18 16 17 -19 19 29 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0022259787633083761 0.0026424462504282195 0.0016390733866596986 0.0058429070822811425 0.0093340542880469002 0.0032731606798479338 0.0052202553216678408 0.0073836504862993023 0.0090247586625628179 -5.2421349524097014e-05 0.0045267749192694634 -0.0030287528998174129 0.011842746094334871 0.0020407472936702625 -0.0027880765298323243 0.0053883157906100335 0.0076962383106471566 0.0059551559344388216 0.001057907370850444 0.0049047884480703787 0.0026057348809748267 0.0053231565398517621 0.011668531803879887 0.0062678181890236306 0.001892926283471752 0.0059167359019566736 0.0010611262011142181 0.0018572268774732948 0.0050483213116725295 0.007030059564381074 -0.0021528200386092067
leaf_weight=30 37 76 35 40 25 24 40 30 22 26 21 20 28 20 42 96 809 20 23 24 1204 20 23 160 74 35 25 33 39 20
leaf_count=30 37 76 35 40 25 24 40 30 22 26 21 20 28 20 42 96 809 20 23 24 1204 20 23 160 74 35 25 33 39 20
internal_value=0 0.00317762 0.00366993 0.00542119 0.00700294 0.00551575 0.00556716 0.00560739 0.00269854 0.00145254 0.000628513 0.00556574 0.00549584 0.00353956 0.00234759 0.00564612 0.0056926 0.00559995 0.00328991 0.0019745 0.00564413 0.00609771 0.00877978 0.00312699 0.00280366 0.00389111 0.00489161 0.00736545 0.00866148 0.000442755
internal_weight=0 554 431 102 65 2567 2521 2491 46 123 97 2461 2369 169 129 2200 2172 2076 109 67 2056 852 43 329 294 134 99 92 59 44
internal_count=3121 554 431 102 65 2567 2521 2491 46 123 97 2461 2369 169 129 2200 2172 2076 109 67 2056 852 43 329 294 134 99 92 59 44
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 4 0 1 4 15 52 0 4 160 0 15 131 2 47 51 1 3 49
split_gain=11.4182 1.92811 1.08174 0.993851 0.621799 0.557202 0.393836 0.357274 0.329715 0.305749 0.249336 0.243385 0.193544 0.181592 0.327361 0.21399 0.142952 0.121377 0.121347 0.130407 0.110186 0.106271 0.105582 0.105324 0.129193 0.0975866 0.100582 0.113522 0.0941813 0.0885154
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.14285500000000004 0.27834500000000006 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 -0.098289999999999975 0.12492500000000002 -0.085034999999999986 -0.55119499999999988 -0.067824999999999983 -0.15202999999999997 -0.03241999999999999 0.082750000000000004 0.31358000000000003 0.090100000000000013 -0.085989999999999997 0.11654500000000001 -0.0025099999999999996 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 13 -5 11 -6 -7 12 -4 14 21 18 -16 25 -15 -20 -14 -1 -23 24 -13 26 -3 -28 -22 -18
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 23 20 15 16 -17 29 -19 19 -21 28 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0008456642873655093 0.00070945192897313631 0.00024514232221466804 0.00043080906299878868 0.00066493312358821837 0.00064836553058539737 0.00065987706512710814 0.00085833927343252072 0.00041409834114129962 0.00045985716089574701 0.00041323518429219335 0.00049905329301333328 0.00020047240148042477 0.00038784268563843546 0.00075003043152403878 0.00067896557550166804 0.00063302386377091994 0.00057907122579498006 0.00054327773112876744 0.00086059115782621473 0.00071115931659098438 0.0003021958336990763 0.00076248259780713407 0.00060498102281997409 0.00031359429788483561 1.811572186210576e-05 0.00048535371707030147 0.00041170288467524095 0.00028674155357040157 0.00016678189354327817 0.00040475801987804812
leaf_weight=23 76 23 39 34 73 386 79 61 37 30 41 59 23 610 22 96 21 20 23 944 39 36 30 20 20 31 125 36 40 24
leaf_count=23 76 23 39 34 73 386 79 61 37 30 41 59 23 610 22 96 21 20 23 944 39 36 30 20 20 31 125 36 40 24
internal_value=0 0.000414815 0.000378404 0.000700464 0.000452849 0.000708463 0.000722792 0.000503871 0.000287565 0.000579881 0.000644435 0.000261004 0.000313325 0.000716937 0.000652955 0.000722903 0.000549432 0.000397172 0.000728374 0.000714714 0.000268405 0.000730889 0.000690891 0.000186486 0.000154306 0.00038358 0.000366434 0.000383761 0.000233632 0.000486104
internal_weight=0 691 615 2430 338 2335 1908 95 277 103 427 240 141 1829 156 1673 67 235 1577 967 102 89 66 99 79 215 184 161 79 45
internal_count=3121 691 615 2430 338 2335 1908 95 277 103 427 240 141 1829 156 1673 67 235 1577 967 102 89 66 99 79 215 184 161 79 45
is_linear=0
shrinkage=0.00196078


Tree=6800
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 43 3 4 47 376 2 8 43 12 4 0 1446 131 1 15 0 1 15 12 3 12 43 471 1213 133
split_gain=0.25037 0.0643928 0.0601633 0.0540329 0.0416474 0.0433162 0.046566 0.0380763 0.0354137 0.0365668 0.0283722 0.0276191 0.0271051 0.0377156 0.0265086 0.0315837 0.0397286 0.0348554 0.0432717 0.087806 0.0449237 0.0360582 0.0341515 0.0314554 0.11081 0.0436303 0.0682364 0.0308271 0.0267401 0.0347267
threshold=0.11846000000000002 0.078300000000000008 -0.096099999999999977 0.092395000000000019 0.08104500000000002 -0.078139999999999973 0.12178000000000001 1.0000000180025095e-35 0.085505000000000012 0.080200000000000007 0.11215000000000001 1.0000000180025095e-35 -0.085594999999999991 -0.086254999999999984 0.053180000000000012 -0.086284999999999987 0.11483500000000001 0.077555000000000027 0.085110000000000005 0.085730000000000015 -0.086554999999999979 0.078340000000000007 0.13592500000000005 0.083935000000000023 -0.087429999999999994 0.084595000000000017 -0.085739999999999997 0.09074500000000002 0.087530000000000011 0.26430000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 12 -2 -10 -9 14 13 -4 15 17 22 18 20 -20 -3 -19 23 24 -17 26 -25 28 -27 -30
right_child=8 11 3 -5 -6 6 -8 10 9 -11 -12 -13 -14 -15 -16 16 -18 21 19 -21 -22 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-6.7140431409435611e-05 0.0019408310307895476 0.0061137234447683582 0.0027601754112931143 0.00014430978521704676 0.0087278822592149179 0.0058013070037667893 0.0026055897659346188 -0.0016424388366589405 0.0050426023837644614 0.00038269383256279288 0.00350749860634096 0.009252861993653435 0.0026763034877009119 0.0082113545737229291 0.004677727523736774 0.0070037877762916733 0.0011575238690489816 0.011446171820163727 -0.0014368871745484119 0.0073094087264811 0.010651790417487855 0.006865852744105558 0.0017225361965677662 0.004542438311147548 -0.0014217423477762001 0.0053718302460643618 0.012274715933948757 0.0087696117566277588 0.0081959652461935893 0.0040061529997425776
leaf_weight=28 252 423 22 25 27 293 54 23 85 21 20 21 52 30 268 37 21 25 22 24 23 55 23 21 27 1043 25 30 74 27
leaf_count=28 252 423 22 25 27 293 54 23 85 21 20 21 52 30 268 37 21 25 22 24 23 55 23 21 27 1043 25 30 74 27
internal_value=0 0.00539653 0.00445378 0.00468563 0.00490354 0.00469452 0.00530399 0.00325582 0.00258589 0.00411941 0.000752881 0.00564374 0.00429069 0.00590509 0.00560878 0.00574011 0.00547253 0.00636134 0.00604657 0.0031264 0.00634775 0.0082972 0.00554186 0.00561027 0.00344927 0.00572363 0.00874476 0.00560526 0.00552228 0.00707592
internal_weight=0 2763 574 546 521 494 347 147 358 106 43 2189 104 52 2168 1900 1328 572 492 46 446 80 1307 1284 64 1220 46 1174 1144 101
internal_count=3121 2763 574 546 521 494 347 147 358 106 43 2189 104 52 2168 1900 1328 572 492 46 446 80 1307 1284 64 1220 46 1174 1144 101
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=31
num_cat=0
split_feature=4 3 2 9 44 48 1 0 0 12 4 484 43 2 1446 13 1210 16 1 1 2 2 48 157 11 51 1 43 403 13
split_gain=0.205257 0.0726959 0.0577321 0.0360253 0.0419805 0.0337069 0.0327241 0.0355477 0.0310587 0.0307085 0.0297079 0.037289 0.0878798 0.0324522 0.0504153 0.0467195 0.0607143 0.033655 0.0316001 0.0427916 0.0513854 0.0637373 0.0413368 0.0315393 0.0284318 0.0528247 0.0452746 0.0425152 0.0282555 0.0303435
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.081805000000000017 0.14505500000000002 0.13075500000000004 0.024095000000000002 -0.036484999999999997 -0.12529499999999996 -0.082249999999999976 0.085595000000000018 -0.011244999999999998 0.085155000000000022 0.086015000000000008 -0.088854999999999976 -0.056299999999999996 -0.008904999999999998 0.091535000000000019 0.09253500000000002 0.09358000000000001 -0.080614999999999978 0.084170000000000009 -0.051074999999999988 0.088065000000000018 -0.091704999999999995 0.10089500000000001 -0.0092949999999999994 -0.45015499999999992 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -2 8 9 -8 11 13 -13 15 23 -5 -17 28 -12 -20 21 -21 -22 -15 26 -26 27 -25 -18 -30
right_child=6 -3 -4 4 -6 -7 7 -9 -10 -11 18 12 -14 14 -16 16 17 -19 19 20 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00226946291065057 0.0031278863482916298 0.0017849875051372994 -4.7297638071619946e-05 0.011265905494801701 0.0083336044323483582 0.0010879298333417286 0.0040982624117431336 -0.0021844735360131242 0.0054912516521289948 0.00018539849447850616 0.0050341604585770298 -0.0019655444925384866 0.0065920940908004676 0.0080265120213288202 0.00092668404417613952 0.0023796552353139433 0.0029536371471212165 0.0096603910386976275 0.00059405304491519937 -0.00032125435813906651 -0.00083774595585619583 0.0053944106653375044 0.0037134029698790982 0.0063027816416940888 0.0063621319411322477 -0.00081888148117633091 0.0099691188317679244 0.0035769281258391929 0.0093308089921871826 0.0060299440864161249
leaf_weight=48 201 75 23 20 38 22 27 26 20 78 1456 21 28 43 26 35 22 36 33 21 29 275 64 132 20 21 21 101 36 123
leaf_count=48 201 75 23 20 38 22 27 26 20 78 1456 21 28 43 26 35 22 36 33 21 29 275 64 132 20 21 21 101 36 123
internal_value=0 0.00485586 0.00494135 0.00498431 0.00503399 0.00498548 0.00229218 0.00117975 0.00187951 0.00119156 0.00501894 0.00558266 0.00292453 0.00578745 0.00516997 0.0066138 0.00624458 0.00686796 0.00481332 0.00405138 0.00434468 0.00498891 0.00229423 0.00549637 0.00512757 0.00268405 0.005522 0.00512119 0.00631255 0.00677731
internal_weight=0 2769 2694 2671 2623 2585 352 151 125 105 2563 685 49 636 364 272 252 217 1878 422 389 296 93 338 295 41 254 233 181 159
internal_count=3121 2769 2694 2671 2623 2585 352 151 125 105 2563 685 49 636 364 272 252 217 1878 422 389 296 93 338 295 41 254 233 181 159
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=31
num_cat=0
split_feature=4 3 2 121 12 45 457 40 4 149 10 133 1 3 43 14 0 48 4 0 48 4 402 13 2 16 52 52 41 42
split_gain=0.166258 0.0588837 0.046763 0.0294544 0.041568 0.0322855 0.0304626 0.0298522 0.0553935 0.0287987 0.033036 0.0246808 0.0238196 0.0257424 0.0230127 0.0228314 0.0247168 0.0408161 0.0344171 0.0485703 0.0241773 0.0411549 0.0382386 0.024392 0.0226666 0.0364276 0.0247069 0.0219491 0.0405105 0.0212703
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084355000000000013 0.29113500000000009 -0.0036699999999999992 -0.0070899999999999991 0.07770500000000001 -0.079859999999999987 0.086990000000000012 0.11910500000000002 -0.12018999999999998 0.10366000000000002 0.019675000000000002 -0.10096999999999999 0.091085000000000013 -0.0016099999999999997 -0.15350499999999997 0.093265000000000015 -0.51843499999999987 0.084450000000000011 -0.117405 0.093320000000000014 -0.0013749999999999997 1.0000000180025095e-35 -0.088204999999999992 0.079395000000000007 0.11457500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 15 11 -9 10 -2 24 -12 -14 -15 16 17 18 19 -6 21 -18 -22 -23 25 -5 -26 -17 -29 -25
right_child=9 -3 -4 4 5 -7 -8 8 -10 -11 12 -13 13 14 -16 27 20 -19 -20 -21 22 23 -24 29 26 -27 -28 28 -30 -31
leaf_value=0.0083090860443189741 -0.00093261442409876068 0.001606488733397176 -4.2567942696421048e-05 0.0040486345476837774 0.0039281574847257654 0.0078383722063153985 0.0010649219676852227 -0.0030526379501679916 0.0042189218188551343 0.0051398319907353393 0.0031548422204319979 0.0020825962855240271 0.0046663898194674409 0.0014199298016584099 -0.0020582320614029536 0.0039429798070341349 0.0080605503980122097 0.006655466518449513 0.0037415785778711292 -0.002380437803311417 0.0040172210987828505 0.0014106972830790177 -0.00066583053674548873 0.0047881081011838592 0.0019912623492374499 0.0094571880297735344 0.0059492405581598488 0.009213050763661924 0.0037402653966897301 0.0035575329603816023
leaf_weight=20 39 75 23 33 23 30 25 20 22 28 132 62 20 110 23 30 36 33 116 26 136 23 20 1714 46 20 24 38 21 153
leaf_count=20 39 75 23 33 23 30 25 20 22 28 132 62 20 110 23 30 36 33 116 26 136 23 20 1714 46 20 24 38 21 153
internal_value=0 0.00437027 0.00444722 0.00448588 0.00445703 0.00457821 0.00453736 0.00316305 0.000756274 0.00206296 0.00179706 0.00370946 0.0021706 0.00132144 0.000818443 0.004574 0.00451267 0.003445 0.00280291 0.00058074 0.0046142 0.00471119 0.00341683 0.00464739 0.0045295 0.0060896 0.00334828 0.00614529 0.00726511 0.00468726
internal_weight=0 2769 2694 2671 2651 2424 2394 227 42 352 324 185 285 153 133 2369 2280 198 165 49 2082 1926 156 1890 123 53 70 89 59 1867
internal_count=3121 2769 2694 2671 2651 2424 2394 227 42 352 324 185 285 153 133 2369 2280 198 165 49 2082 1926 156 1890 123 53 70 89 59 1867
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 4 2 47 14 2 50 2 52 2 3 15 4 4 14 49 47 51 3 1 1 0
split_gain=15.0363 1.85005 1.55128 1.47944 0.826032 0.796101 0.621538 0.455835 0.381325 0.326214 0.292859 0.287356 0.254845 0.234664 0.218078 0.197696 0.183085 0.235627 0.337641 0.173441 0.154192 0.144014 0.190833 0.128319 0.130421 0.127628 0.117627 0.10455 0.100994 0.0858539
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.0052350000000000009 0.10803500000000001 0.077555000000000013 0.076175000000000007 0.11389000000000002 0.041865000000000006 0.12358500000000001 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 -0.081924999999999984 -0.064054999999999987 -0.033174999999999989 -0.46413499999999996 -0.012034999999999999 0.090280000000000013 -0.065634999999999985 0.090900000000000009 0.11323000000000001 0.12040000000000002 -0.093584999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 11 23 12 -6 28 15 -10 13 -4 20 19 29 17 18 -9 -3 -1 -12 -23 -5 -25 -24 -22 -27 -2 -8
right_child=1 14 6 5 7 -7 9 16 10 -11 21 -13 -14 -15 -16 -17 -18 -19 -20 -21 26 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=0.00066697602394495063 0.00025326975239056682 7.9152150815703598e-05 0.00067512100287309476 0.00043825447906320003 0.00065688263932738651 0.00026828105191114529 0.00072422429181998906 0.00033411497441080822 0.00048082902075668028 0.00054052884149032509 0.00042172216715804042 0.00076446570268198224 0.00082378739527627534 0.00037037091831877537 0.00022387427980920263 0.00046517797921352976 0.00054757270615830541 0.00026071773775250269 0.00060029966164515966 -0.00011205011689609366 0.00058440812676449334 0.00041217402631745615 8.8981756153591165e-05 0.00071299424321920259 0.00055927792990129752 0.00033555400920157218 0.00043348584908480735 0.00020747832601871971 0.00011378421722660206 0.00063342552375367602
leaf_weight=69 29 76 1222 20 28 43 43 53 32 191 23 35 46 20 30 26 23 56 28 24 84 25 22 32 63 38 26 69 64 581
leaf_count=69 29 76 1222 20 28 43 43 53 32 191 23 35 46 20 30 26 23 56 28 24 84 25 22 32 63 38 26 69 64 581
internal_value=0 0.00028379 0.000631386 0.00034216 0.000522866 0.000495896 0.000653101 0.000426083 0.000261729 0.000611769 0.000308206 0.000600624 0.000680514 0.000571807 7.72507e-05 0.000632702 0.000385693 0.000358516 0.000426129 3.32636e-05 0.000594314 0.000276998 0.000255383 0.000581004 0.000611056 0.000224997 0.000548736 0.000252963 0.00015728 0.000639682
internal_weight=0 590 2531 460 422 158 2109 188 302 841 209 234 1268 199 130 650 160 137 81 100 179 177 154 115 95 129 110 107 93 624
internal_count=3121 590 2531 460 422 158 2109 188 302 841 209 234 1268 199 130 650 160 137 81 100 179 177 154 115 95 129 110 107 93 624
is_linear=0
shrinkage=0.00196078


Tree=6804
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 14 4 2 42 2 4 0 1 0 160 52 13 42 151 47 0 1420 16 16 42 4 159
split_gain=28.641 4.49378 2.83225 2.39284 1.5572 1.53334 1.01297 0.795022 0.741942 0.724061 0.63011 0.583291 0.547713 0.370074 0.260722 0.255494 0.347976 0.220386 0.212403 0.174645 0.162532 0.215682 0.160594 0.191462 0.158252 0.284056 0.270044 0.19235 0.157094 0.152321
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.089885000000000007 -0.076394999999999977 0.14838000000000004 0.27834500000000006 -0.22491999999999998 0.085345000000000018 -0.15931499999999996 -1.0000000180025095e-35 -0.56176499999999996 0.049530000000000012 0.079510000000000011 -0.086769999999999986 0.090100000000000013 -0.23091999999999999 -0.080064999999999983 0.013515000000000001 0.083160000000000026 0.084050000000000014 0.0067750000000000006 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 22 8 12 10 -7 15 -5 13 -4 -12 24 -17 -15 -16 28 21 -20 23 -3 -1 -26 -27 -28 -18 -23
right_child=1 2 7 11 -6 9 -8 -9 -10 -11 14 -13 -14 17 18 16 19 -19 20 -21 -22 29 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0012497264088368882 0.0010272158946076906 0.00068307747693956741 0.00056226949983809562 0.001013182820169643 0.00069270569977983591 0.00094439923451353647 0.00063084734208656082 0.00064237261843479176 0.0012344571270472974 0.0005874428073395512 0.00081156050107901174 0.00064292103743104629 0.00020593941279310456 0.00048978599867314783 0.0011451477432055284 0.0008003837197942806 0.0010728247221934799 0.00029430689063511848 0.00077570696963983417 0.0009245699293473187 0.0010304560865414078 0.0009654834987407921 0.00068035342255236481 0.00050823683314043665 0.0010995877630862909 0.00078540169586097932 0.0011461835336305348 0.00091663851691227329 0.00093330655165334601 0.0010707053744415352
leaf_weight=24 76 28 41 21 48 74 22 37 84 31 26 74 84 30 43 23 355 85 20 40 410 284 33 172 779 21 32 25 34 65
leaf_count=24 76 28 41 21 48 74 22 37 84 31 26 74 84 30 43 23 355 85 20 40 410 284 33 172 779 21 32 25 34 65
internal_value=0 0.000577408 0.000521822 0.00102981 0.00104223 0.000642281 0.00104956 0.000374835 0.00105363 0.000839012 0.00104666 0.000724768 0.00033359 0.000402325 0.00100488 0.00107325 0.00103535 0.000345301 0.00101099 0.00104794 0.00100359 0.000973733 0.000553625 0.000532715 0.00109269 0.00108829 0.000975478 0.00104551 0.00106063 0.000985081
internal_weight=0 691 615 2430 2335 338 2287 277 2265 105 2181 95 240 156 848 1333 452 115 822 429 779 369 233 200 881 857 78 57 389 349
internal_count=3121 691 615 2430 2335 338 2287 277 2265 105 2181 95 240 156 848 1333 452 115 822 429 779 369 233 200 881 857 78 57 389 349
is_linear=0
shrinkage=0.00196078


Tree=6805
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 4 2 14 15 2 2 1 4 1 150 160 50 48 3 13 0 16 1 1 4 3
split_gain=24.5719 2.76777 2.6048 1.74725 1.54347 1.03053 0.997021 0.78331 0.62209 0.590775 0.577405 0.541105 0.375671 0.369165 0.366345 0.360565 0.33552 0.298809 0.282095 0.304924 0.279275 0.266024 0.232067 0.216426 0.194268 0.159847 0.156075 0.15114 0.145344 0.144777
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.033845000000000007 0.10803500000000001 0.076175000000000007 -0.12255999999999999 0.12358500000000001 0.098035000000000011 0.10124500000000002 -0.064054999999999987 0.122715 0.091105000000000005 -0.078564999999999982 0.041865000000000006 0.084170000000000009 -0.14186499999999996 -1.0000000180025095e-35 -0.13027499999999997 -0.066924999999999985 0.12000500000000001 0.12958500000000003 -0.036839999999999991 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 12 7 11 26 -6 13 27 24 -1 22 16 18 -14 28 19 -10 -7 -21 -8 -12 -4 -24 -3 -9 -2 -25
right_child=1 5 6 -5 8 20 9 10 15 -11 23 -13 14 -15 -16 -17 -18 -19 -20 21 -22 -23 25 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0010271179909799612 0.000898397868754817 0.00033004538854584096 0.00072347735210471608 0.00034119763081398791 0.00082775896001585972 7.0656748459542291e-05 0.00093896537511041803 0.00073129835201563465 0.00044764176004128856 0.0006886782116912654 0.00030029940927129401 0.0010933609341111635 0.00094728074821771359 0.00059742151543811862 0.00064055092212424137 0.00043289992549880156 0.00073690071836311852 0.00055813222425845613 0.0004049087258689969 0.000847229446448824 0.00030288285818821882 0.00059814416602546096 0.00085205523047852255 0.00037356274944495382 0.00088072190308704557 0.00078795414203559943 0.00014539951623477752 0.00049578344339833548 0.00072760538859937174 0.00056060448255204512
leaf_weight=26 30 24 31 74 31 85 69 22 21 156 94 46 55 27 54 85 62 29 22 32 26 34 289 41 1181 310 66 20 53 26
leaf_count=26 30 24 31 74 31 85 69 22 21 156 94 46 55 27 54 85 62 29 22 32 26 34 289 41 1181 310 66 20 53 26
internal_value=0 0.000377071 0.00082142 0.000574997 0.000680798 0.000285947 0.000849558 0.0003469 0.000569839 0.000797723 0.000414405 0.000884622 0.000807528 0.0008222 0.000774141 0.000528625 0.000835797 0.000729472 0.000603273 0.000653434 0.000125052 0.000718913 0.000831285 0.000360993 0.0008767 0.000818881 0.000194638 0.000619148 0.000789338 0.000446146
internal_weight=0 590 2531 186 422 404 2109 293 225 851 203 1258 197 695 171 194 117 112 109 87 111 66 668 161 1212 599 90 42 83 67
internal_count=3121 590 2531 186 422 404 2109 293 225 851 203 1258 197 695 171 194 117 112 109 87 111 66 668 161 1212 599 90 42 83 67
is_linear=0
shrinkage=0.00196078


Tree=6806
num_leaves=31
num_cat=0
split_feature=1 2 34 2 12 16 52 12 12 2 2 34 123 1 394 4 159 160 43 0 124 1428 1446 13 1454 0 158 51 483 474
split_gain=0.349867 0.0561332 0.050915 0.0457504 0.0349351 0.047103 0.0354239 0.0538293 0.0343612 0.0477939 0.0342938 0.0298924 0.0296642 0.0287989 0.0274636 0.0266067 0.029173 0.0282717 0.06796 0.0257106 0.0251371 0.0229318 0.0228827 0.0437946 0.0366381 0.0602482 0.036121 0.0327914 0.0327212 0.045461
threshold=0.10920500000000001 0.13622000000000004 -0.010024999999999997 0.098630000000000009 0.11734000000000001 0.058835000000000005 0.12492500000000002 0.092255000000000018 -0.42850999999999995 0.31358000000000003 -0.0091949999999999983 -0.097449999999999981 0.08592000000000001 0.092845000000000025 -0.08151499999999999 -0.08484499999999999 -0.085489999999999997 -0.016279999999999996 -0.014584999999999999 -0.096374999999999975 -0.081949999999999981 0.087445000000000009 0.088645000000000015 -0.083894999999999983 0.081720000000000015 -0.085669999999999982 0.11095000000000001 -0.13782999999999998 -0.096724999999999992 0.089190000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 10 5 6 7 -4 -3 19 13 -2 14 -1 -5 16 -12 18 -18 -10 -13 -16 24 -24 26 -26 27 -17 -29 -30
right_child=1 8 4 12 -6 -7 -8 -9 9 -11 15 20 -14 -15 21 22 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0064948820659229828 0.0047335991449654101 0.0056145847978768875 0.0032914670828362775 0.0017012989846989512 0.0078641047981498693 0.0059494608084249834 0.006334220355687043 -0.0022622529696673158 8.3178636444689219e-06 -0.0026149381710975257 0.010047268842603884 0.0021057609990560288 0.0020077221993623036 0.0025683823237294691 0.0052980182177021148 0.0086623172524074709 7.9001940048328833e-06 0.0071487513429397583 0.007063723655504197 0.002997370162274924 -0.0023768626015887341 0.0078439364920517337 0.01099150724950488 0.0061541858566237888 0.005853366918592273 -0.00092740660533308984 0.0097732342206514819 0.0091246592278982838 0.0059606777848533752 0.0029118047009094386
leaf_weight=31 20 20 137 20 27 92 30 20 43 27 29 29 28 47 513 45 20 308 43 87 22 38 27 61 38 20 26 31 1191 51
leaf_count=31 20 20 137 20 27 92 30 20 43 27 29 29 28 47 513 45 20 308 43 87 22 38 27 61 38 20 26 31 1191 51
internal_value=0 0.00317989 0.00386961 0.00595085 0.00442939 0.004097 0.00318563 0.00258399 0.00171083 0.00121354 0.00618376 0.00145702 0.00518563 0.00412891 0.00534147 0.00626856 0.00699271 0.00675394 0.00482378 0.00200868 0.00017208 0.0054736 0.00607416 0.00763836 0.00597598 0.00351517 0.00608217 0.00600936 0.00591558 0.00583548
internal_weight=0 554 377 2567 306 279 187 157 177 157 1968 71 599 78 571 1890 400 371 63 130 51 551 1490 88 1402 58 1344 1318 1273 1242
internal_count=3121 554 377 2567 306 279 187 157 177 157 1968 71 599 78 571 1890 400 371 63 130 51 551 1490 88 1402 58 1344 1318 1273 1242
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=31
num_cat=0
split_feature=1 1 155 3 1375 49 12 16 50 160 131 456 1213 51 43 13 484 13 2 15 4 149 1443 1443 51 52 160 15 131 4
split_gain=0.283392 0.0486289 0.0425503 0.0397179 0.0460668 0.0410942 0.0350904 0.0384067 0.0323943 0.0299603 0.0293009 0.0291481 0.0360611 0.0353252 0.0249429 0.0335765 0.0262773 0.0300504 0.0246415 0.023842 0.0240292 0.0236571 0.0352047 0.0235115 0.0227929 0.0225445 0.0269401 0.0229376 0.0223079 0.0237952
threshold=0.10920500000000001 0.14262000000000002 0.10158500000000002 -0.07359499999999998 -0.092319999999999985 0.14705000000000004 0.051320000000000005 -1.0000000180025095e-35 0.14026500000000003 -0.086829999999999977 0.095715000000000008 0.060100000000000008 -0.077519999999999992 -0.16666999999999996 -0.23229999999999998 0.097995000000000013 -0.076559999999999975 -1.0000000180025095e-35 0.25063000000000007 -0.42198999999999992 0.36766000000000004 0.078320000000000015 0.090755000000000016 0.08623500000000002 -0.24460499999999999 0.12354000000000001 -0.066074999999999981 -0.21699999999999997 0.093840000000000021 0.51164000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 -5 9 7 -1 10 -6 14 12 -11 24 -2 16 -16 25 28 -19 -21 22 23 -8 -14 26 -18 -28 29 -3
right_child=1 18 -4 4 5 -7 21 -9 -10 11 -12 -13 13 -15 15 -17 17 19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0059782218933105468 0.0058612094959244136 0.0013056679017608985 0.0076133443254300147 0.00031264750691859617 0.0063881295240627457 0.0012450264712485174 0.005622150112021101 -1.3597957465959633e-05 0.0069314269376696937 0.0076793338213225499 0.0053072390094813376 0.0083394749932700681 0.0050722632611480854 0.004001236018610156 -0.00077287440764762117 -0.0014859851774027839 -0.00079489885528962454 0.0072666145759918118 -0.0022028941009193661 0.0051088086658102631 0.00086737624792890115 0.0083165762247517701 0.0016389398876857409 0.0088404002093264589 0.0094304839195683606 0.0050958679709583524 0.00060530975679284893 0.003225213367470794 -0.0012590311421081424 0.005341556472592943
leaf_weight=20 22 48 22 23 130 30 1745 23 21 34 45 21 30 413 21 21 31 23 20 34 22 33 22 23 20 25 48 110 20 21
leaf_count=20 22 48 22 23 130 30 1745 23 21 34 45 21 30 413 21 21 31 23 20 34 22 33 22 23 20 25 48 110 20 21
internal_value=0 0.0028619 0.00332559 0.00535577 0.004714 0.00486331 0.00559686 0.00277329 0.00310258 0.00503082 0.00290257 0.00469018 0.00453599 0.00430516 0.00259946 0.00238526 0.00264416 0.00288907 0.000968865 0.00455587 0.00344253 0.00566346 0.00561455 0.00566402 0.00681555 0.00227375 0.00190046 0.00242929 0.00168162 0.00253398
internal_weight=0 554 445 2567 701 678 1866 43 423 648 402 518 497 463 357 335 314 293 109 79 56 1823 1790 1768 50 214 189 158 89 69
internal_count=3121 554 445 2567 701 678 1866 43 423 648 402 518 497 463 357 335 314 293 109 79 56 1823 1790 1768 50 214 189 158 89 69
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 4 2 1 2 34 52 1 2 4 1 131 52 47 15 131 15 39 4 16 31 49
split_gain=8.46682 1.42982 0.792454 0.635037 0.542334 0.389509 0.301945 0.270983 0.258747 0.23617 0.219594 0.211769 0.171809 0.127748 0.0937562 0.129568 0.187531 0.0928155 0.0913683 0.0803795 0.0795501 0.0825659 0.0777034 0.0716462 0.10808 0.0885745 0.0708185 0.0784688 0.0636034 0.0619343
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.27834500000000006 0.091195000000000012 0.09031500000000002 0.12492500000000002 0.10648500000000001 -0.45963999999999994 0.082750000000000004 -0.41942499999999994 0.093755000000000019 0.038415000000000012 -0.12029499999999999 -0.077289999999999984 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 20 6 7 10 12 -6 18 -5 13 28 -12 26 -17 -15 -1 -2 21 -3 -19 24 -14 -26 -16 -28 -4 -13
right_child=1 2 8 11 9 -7 -8 -9 -10 -11 14 29 23 17 15 16 -18 22 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00057858288752302297 0.00059897321832807365 0.0002583160946289662 0.00020242233050127187 0.00051475767972164769 0.00051311730614055594 0.00037949167540467352 0.00067334625657811326 0.00033704168984995169 0.00034545051786805749 0.00030646588975941042 0.00062029022660583762 0.00037731835500454271 0.00017537361897523133 0.00033988317036524749 0.00054512502569628184 0.00029996286201126437 0.00052117057648384509 0.00030831496399087287 0.00053452850492250446 0.00046178970997240031 0.00040057473176834628 0.00038509861069752999 0.00016280395950063744 0.0002115192182142945 -4.2473633934932398e-05 0.00012598513917741821 0.00054170727300658532 0.00046322517177345706 5.4953192782469012e-05 0.00025153039760492639
leaf_weight=1117 52 193 22 34 73 48 84 22 37 30 43 34 29 32 545 23 41 21 216 24 20 22 43 20 30 20 96 100 23 27
leaf_count=1117 52 193 22 34 73 48 84 22 37 30 43 34 29 32 545 23 41 21 216 24 20 22 43 20 30 20 96 100 23 27
internal_value=0 0.000301927 0.000270573 0.000547904 0.000334291 0.000554298 0.000557967 0.000553568 0.000192823 0.000452928 0.000555752 0.000390757 0.000169293 0.000213253 0.000531084 0.000526319 0.000441674 0.000253661 0.000571444 0.000555652 0.000282292 0.000271289 0.00021055 0.000106684 8.01434e-05 2.49099e-05 0.00053363 0.000501665 0.000127049 0.000321642
internal_weight=0 691 615 2430 338 2335 2287 2203 277 103 2181 95 240 141 848 805 64 96 1333 76 235 215 64 99 79 50 741 196 45 61
internal_count=3121 691 615 2430 338 2335 2287 2203 277 103 2181 95 240 141 848 805 64 96 1333 76 235 215 64 99 79 50 741 196 45 61
is_linear=0
shrinkage=0.00196078


Tree=6809
num_leaves=31
num_cat=0
split_feature=1 3 0 4 11 43 3 1 42 4 3 403 403 4 12 49 475 402 3 1212 130 12 133 130 399 131 1210 1210 1209 12
split_gain=0.275209 0.0634507 0.0443996 0.0357766 0.0315033 0.0705751 0.0364054 0.0838524 0.0293349 0.0274088 0.0269509 0.0729743 0.0355591 0.0525868 0.0374018 0.0354864 0.0408472 0.0311549 0.0400906 0.0399905 0.0371833 0.0274379 0.0469753 0.0265637 0.0371188 0.026458 0.0279927 0.0844781 0.0273849 0.0249002
threshold=0.10337500000000001 -0.063814999999999997 0.089620000000000019 0.40124500000000002 1.0000000180025095e-35 -0.20207499999999998 -0.11255999999999998 0.080270000000000022 -0.031659999999999994 0.42642000000000008 -0.081164999999999987 -0.53255499999999989 -0.071919999999999984 -0.076229999999999978 0.097575000000000009 0.12595000000000003 0.051590000000000004 0.11353000000000001 -0.086424999999999988 0.11534000000000001 0.088525000000000006 0.092995000000000008 -0.00094999999999999989 0.085620000000000016 0.08579500000000001 0.11669000000000002 -0.087769999999999973 -0.063274999999999984 0.088200000000000014 -0.10022999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 29 4 6 -6 7 8 -1 -2 17 -12 13 -13 -15 16 -14 19 -19 20 23 22 -22 25 -25 26 28 -28 -8 -3
right_child=1 2 -4 -5 5 -7 10 -9 -10 -11 11 12 15 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.007685263960242824 0.0049297372111898278 0.0043168889624263405 -0.0021064295566507749 0.0012783499095927586 0.0021621994351824886 0.0079761732598098954 0.00098958136159521732 -0.001637808058410883 0.0035802075154699239 0.0023401541243611764 -0.00016207156133734519 0.0098524721830177148 0.0049287125100935031 0.0035317081958649455 0.0077437897338657764 0.0022709415607838606 0.0093937708641446769 0.0050836210927545011 0.010936757266521454 0.0016136668790131807 -0.00064488533669366296 0.0060568147204130111 0.0047395299638209997 0.010619006209351399 0.0050854828441515565 0.0022348802181936449 0.011359723444495883 0.0057674418346895656 0.0059842706147936135 0.0022779669996127539
leaf_weight=27 191 71 21 22 26 106 23 25 49 52 27 37 841 49 37 49 21 22 25 25 26 38 43 27 22 21 28 766 21 383
leaf_count=27 191 71 21 22 26 106 23 25 49 52 27 37 841 49 37 49 21 22 25 25 26 38 43 27 22 21 28 766 21 383
internal_value=0 0.00306127 0.0023889 0.00529247 0.00532956 0.006831 0.00524144 0.00338601 0.00503858 0.00437559 0.00532868 0.00497015 0.00510417 0.00670013 0.00534388 0.00488869 0.00503749 0.00567864 0.00819699 0.00556483 0.00566215 0.00389899 0.00271062 0.00586992 0.00813457 0.00574074 0.0058286 0.00596465 0.00337341 0.00259683
internal_weight=0 718 475 2403 2381 132 2249 101 76 243 2148 1061 1034 123 86 911 862 1087 47 1040 1015 107 69 908 49 859 838 794 44 454
internal_count=3121 718 475 2403 2381 132 2249 101 76 243 2148 1061 1034 123 86 911 862 1087 47 1040 1015 107 69 908 49 859 838 794 44 454
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 4 4 4 1 2 14 1 475 1 2 12 0 47 47 50 150 159 2 3 160 47 43 2 15
split_gain=39.122 4.77958 3.95948 3.19319 2.56258 1.42267 1.70771 1.31347 1.07697 1.00455 0.97476 0.876536 0.500843 0.393652 0.407538 0.370345 0.370339 0.350377 0.406501 0.315658 0.315494 0.262234 0.337437 0.424326 0.259291 0.246492 0.229816 0.206228 0.20167 0.184701
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.14285500000000004 0.40945500000000007 0.40124500000000002 0.36766000000000004 0.09253500000000002 0.14122000000000004 0.076175000000000007 0.089770000000000016 -0.069854999999999987 0.104035 0.088850000000000012 0.087005000000000013 -0.036484999999999997 0.090280000000000013 0.08265500000000002 0.086295000000000011 0.084680000000000019 0.076905000000000015 0.11237500000000002 0.084940000000000015 -1.0000000180025095e-35 0.10350500000000001 -0.080084999999999976 0.17760500000000004 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 11 6 17 26 10 -4 13 12 15 -6 -15 29 19 18 -3 24 28 22 23 -2 -14 -8 -5 -11 -7 -1
right_child=1 5 9 7 8 20 25 -9 -10 27 -12 -13 16 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014319009932817197 0.0010148377089683172 0.00067684925663485831 0.0011147565288939692 0.0012718724655616453 0.0012779428793501441 0.00031214183510984027 0.00056681144446913713 0.00069305391414210631 0.00074364250515871508 0.00077020292906241196 0.00082215267250920982 0.0014497926983785957 0.00078159289544119548 0.0011302205388901997 0.00085446405857004582 0.0012113033224208649 0.0012015741799543927 0.0005579948450858686 0.0010069246093432108 0.0012314817332245809 0.00049291561812547541 0.00054305748538657403 0.00058143722422346875 0.00068003346373161867 0.0010739072743824131 0.00033850812089319027 0.0010747864219945206 0.00053878511831748717 0.00012483480152317692 0.0012702692115034153
leaf_weight=28 22 26 34 45 66 51 24 29 33 57 41 77 20 325 22 554 273 20 32 23 22 64 52 43 28 75 46 20 39 930
leaf_count=28 22 26 34 45 66 51 24 29 33 57 41 77 20 325 22 554 273 20 32 23 22 64 52 43 28 75 46 20 39 930
internal_value=0 0.000635482 0.00119616 0.00080841 0.00121277 0.000455374 0.000564809 0.00105644 0.00108565 0.000834045 0.00111051 0.0012448 0.00123629 0.00113914 0.00111274 0.00125166 0.00116876 0.000781789 0.00085896 0.00104261 0.000282428 0.000643968 0.000699168 0.000793352 0.00095211 0.000393854 0.00117225 0.000710094 0.000230975 0.00127499
internal_weight=0 590 2531 301 2420 289 177 120 487 111 454 1933 1856 413 347 1512 344 78 58 71 112 181 117 65 48 99 91 77 90 958
internal_count=3121 590 2531 301 2420 289 177 120 487 111 454 1933 1856 413 347 1512 344 78 58 71 112 181 117 65 48 99 91 77 90 958
is_linear=0
shrinkage=0.00196078


Tree=6811
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 2 1 14 2 4 1 457 12 11 47 3 43 16 160 3 151 11 131 2 0 12
split_gain=36.7329 5.79333 3.40569 2.98085 1.96741 1.70844 1.30217 1.00312 0.97554 0.936641 0.793789 0.747182 0.64759 0.624815 0.311918 0.305934 0.25924 0.236394 0.229985 0.229474 0.205076 0.20435 0.189668 0.206172 0.188646 0.161429 0.160762 0.237727 0.144099 0.175688
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.085345000000000018 0.097135000000000013 0.082480000000000012 1.0000000180025095e-35 0.090100000000000013 -0.11171999999999999 -0.016814999999999997 0.27252000000000004 -0.067824999999999983 -0.016324999999999996 -1.0000000180025095e-35 0.095165000000000013 0.082750000000000004 0.31358000000000003 -0.095504999999999993 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 12 -6 11 -5 14 13 -4 -1 17 24 19 -3 20 -11 28 -15 -24 -16 -19 27 -14 -21 -30
right_child=1 2 7 10 8 -7 -8 -9 -10 15 -12 -13 26 22 16 -17 -18 25 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00089570961002748291 0.00083825640736347868 0.00025364741655494935 0.00033640445436197887 0.00073036606989654838 0.00073466168372415765 0.00047353752044157363 0.00039295034111763526 0.00038681931648216849 0.0003129426900029572 0.00080671397226503468 0.00035860965672185904 0.0010996357245316891 -5.8714253073493213e-05 0.00020130899438447136 0.0005710804908006799 0.00056826315357599389 0.00085193725290891656 0.00095599301975629722 0.00043091522490985325 0.00076563880324498899 0.0005616831348263146 0.00073807772397739069 0.00013051151041069934 -7.7302034058626375e-05 0.00079263142218776784 0.00075379625035851608 7.545446246570233e-05 -0.00030608104085367096 0.00089780578288789991 0.00081363884935118757
leaf_weight=881 71 191 39 34 71 48 24 37 30 24 63 59 59 23 22 21 389 63 33 134 29 137 29 50 45 20 20 20 136 319
leaf_count=881 71 191 39 34 71 48 24 37 30 24 63 59 59 23 22 21 389 63 33 134 29 137 29 50 45 20 20 20 136 319
internal_value=0 0.000308525 0.000246049 0.000825765 0.000382203 0.000839663 0.000847293 8.63006e-05 0.000609399 0.000852078 0.000488916 0.000883692 3.99706e-05 0.000125316 0.000874163 0.000802097 0.000832535 0.000807794 0.000279763 0.000797195 0.00067264 0.000806287 4.46063e-05 -1.01605e-06 0.000719883 0.000907271 -8.15826e-05 -0.000121339 0.000822153 0.000838796
internal_weight=0 673 602 2448 325 2351 2303 277 101 2279 97 1396 240 141 1337 883 456 862 224 779 53 726 102 79 67 83 99 79 589 455
internal_count=3121 673 602 2448 325 2351 2303 277 101 2279 97 1396 240 141 1337 883 456 862 224 779 53 726 102 79 67 83 99 79 589 455
is_linear=0
shrinkage=0.00196078


Tree=6812
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 47 14 123 39 2 2 2 0 49 12 4 1 0 52 4 160 3 157 47 12 4 2 150 1
split_gain=23.7734 4.03284 2.32373 1.77107 1.50523 0.925269 0.775792 0.672826 0.59272 0.573354 0.570391 0.534079 0.476881 0.343927 0.487708 0.302859 0.294988 0.203482 0.216446 0.190511 0.187364 0.160329 0.160038 0.159715 0.156668 0.141006 0.134845 0.134496 0.133271 0.13158
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.098630000000000009 0.088725000000000012 -1.0000000180025095e-35 0.13082500000000002 0.062655000000000016 1.0000000180025095e-35 0.056590000000000008 0.14122000000000004 0.11474000000000002 0.14285500000000004 -0.11173999999999999 0.082865000000000008 0.09141500000000001 0.27834500000000006 0.085605000000000014 -0.14454499999999995 -0.56176499999999996 -0.51843499999999987 -0.067824999999999983 -0.0025099999999999996 -0.08107499999999998 0.090100000000000013 0.096475000000000019 0.00063500000000000004 0.088930000000000023 1.0000000180025095e-35 0.15618500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 9 12 13 10 -1 19 25 16 14 17 20 -4 18 -7 -5 -15 -18 -23 -17 -3 -6 -25 -22 -21 -14
right_child=1 2 6 8 11 7 -8 -9 -10 -11 -12 -13 29 15 -16 23 21 -19 -20 28 27 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00091703068531398893 0.00098243195244463854 0.0005042768521673804 0.00054805571257378848 0.00104624373105708 0.00099636503920501698 0.0010616519948100798 0.00063480216285256266 0.0011822408328348813 0.00062942731783362986 0.00055810709246525579 0.00066328075458752173 0.00055078326121849172 0.0002760144805538994 0.0011890249813304229 0.0011002511487287633 0.00079103327557152395 0.00049163219721420947 0.0007496842588301404 0.00079265010859960185 0.0009026913831559299 0.0010280729036082278 0.00039498942219144201 0.00021846993652848052 0.000982900725599373 0.00065009977604332813 0.000824346742308497 0.00088250220029922216 0.00097472327028087368 0.00075470761268162264 0.00012437485250302955
leaf_weight=44 76 200 39 34 28 23 37 78 38 28 41 24 66 25 35 20 23 54 23 365 910 39 40 401 33 53 59 227 25 33
leaf_count=44 76 200 39 34 28 23 37 78 38 28 41 24 66 25 35 20 23 54 23 365 910 39 40 401 33 53 59 227 25 33
internal_value=0 0.000556317 0.000503659 0.000968491 0.000612769 0.000995536 0.00037052 0.001004 0.000864881 0.000777449 0.000884122 0.000807689 0.000329777 0.000996177 0.000901042 0.001004 0.000403015 0.000831319 0.000927151 0.000905477 0.00102111 0.000347558 0.000305612 0.000962566 0.00052493 0.00088381 0.000970024 0.00101742 0.000893205 0.000225468
internal_weight=0 691 615 2430 338 1927 277 1855 503 72 465 105 240 1777 135 1642 141 100 46 424 1162 102 79 480 233 81 460 1137 390 99
internal_count=3121 691 615 2430 338 1927 277 1855 503 72 465 105 240 1777 135 1642 141 100 46 424 1162 102 79 480 233 81 460 1137 390 99
is_linear=0
shrinkage=0.00196078


Tree=6813
num_leaves=31
num_cat=0
split_feature=1 3 2 39 2 0 12 39 52 42 13 156 15 132 49 13 15 14 44 41 4 4 16 3 1 157 2 13 51 4
split_gain=0.547624 0.0882801 0.0705183 0.0594171 0.062269 0.0587771 0.0472041 0.0462747 0.0452877 0.0411152 0.0413477 0.0434133 0.0473198 0.0400549 0.0359491 0.0390933 0.0354677 0.0335316 0.0320095 0.0345179 0.0310846 0.0781723 0.05875 0.0429535 0.0374231 0.0318227 0.027961 0.0276395 0.0274671 0.0264864
threshold=0.10920500000000001 0.31534000000000006 0.10252500000000002 0.087735000000000021 1.0000000180025095e-35 -0.13027499999999997 -0.42850999999999995 0.08456000000000001 -0.087769999999999987 -0.019989999999999997 -0.11122999999999998 0.10272000000000002 -0.040439999999999997 0.10240500000000001 0.13984500000000002 -0.088854999999999976 -0.091184999999999988 0.076175000000000007 1.0000000180025095e-35 0.082095000000000015 -0.39518999999999993 -0.14098499999999997 0.25084500000000004 0.090900000000000009 0.078340000000000007 -0.010609999999999998 0.15950500000000004 -0.0093149999999999986 0.14122000000000004 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 16 -4 -3 17 -9 -6 -11 12 -12 14 15 -7 -2 18 19 20 22 -22 24 28 -1 -24 -8 -10 29 -23
right_child=1 6 5 -5 9 13 26 8 27 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0090216966919027843 0.0035953329368827065 0.0035980965091429035 0.0036807570408437526 0.0025426895484464709 -0.00037766223595965477 0.0042086059955843006 0.000647468365703909 0.0085386205792289099 0.0053498870961797926 0.0020190571608595148 0.0056737227044002699 0.0095076152514333712 0.00016693744459189477 0.0029637394224603974 0.0027404393601630416 0.0073932341764863718 0.0076600853368923392 0.0093702711132830629 0.011284227892756463 0.0037775678693183832 0.0019823570270091294 0.0075620170991851149 0.0091640799687593248 0.0039837172643992268 0.014697435853027165 0.0035229220986366275 -0.0039681139524050417 0.0011406522853156696 0.0041580597341705399 0.0061973466813730399
leaf_weight=26 28 35 92 157 21 44 35 27 39 53 71 21 20 30 21 311 92 82 20 28 28 1511 20 38 21 20 21 26 26 157
leaf_count=26 28 35 92 157 21 44 35 27 39 53 71 21 20 30 21 311 92 82 20 28 28 1511 20 38 21 20 21 26 26 157
internal_value=0 0.00356458 0.00703131 0.00412421 0.00493565 0.00596298 0.000717191 0.00728845 0.00509614 0.00378985 0.00432026 0.00540922 0.00446344 0.00648014 0.0067607 0.00699852 0.00671164 0.00739047 0.0073048 0.00726235 0.00731518 0.00722397 0.00916035 0.00730871 0.0115577 0.0063435 -0.00108338 0.00366619 0.00738329 0.00743357
internal_weight=0 554 2567 463 306 498 91 2069 92 186 165 112 91 406 376 355 120 1977 1895 1875 1847 1760 87 1732 47 40 56 65 1694 1668
internal_count=3121 554 2567 463 306 498 91 2069 92 186 165 112 91 406 376 355 120 1977 1895 1875 1847 1760 87 1732 47 40 56 65 1694 1668
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 1 0 1 4 150 12 15 1 123 16 2 4 47 4 52 3 1 0 49
split_gain=31.9995 4.95147 3.05333 2.57541 1.83267 1.63762 1.13812 0.915946 0.804872 0.797897 0.711641 0.607148 0.480847 0.687081 0.504465 0.434434 0.31009 0.310033 0.253319 0.23713 0.321518 0.322875 0.206343 0.200817 0.189834 0.183709 0.177894 0.170848 0.26719 0.160118
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.11474000000000002 0.09253500000000002 0.15022500000000003 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 1.0000000180025095e-35 0.08815000000000002 -0.097454999999999986 0.089770000000000016 0.11021500000000002 -0.39185999999999993 0.14838000000000004 -0.0070899999999999991 0.090100000000000013 -0.51253999999999988 -0.063789999999999986 0.42240500000000009 0.076935000000000017 -0.030209999999999997 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 11 12 15 22 -5 19 13 -1 16 27 18 -15 24 20 -4 25 -6 -3 -14 -22 -13 28 -7 -12
right_child=1 2 6 10 9 8 -8 -9 -10 -11 29 26 14 17 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010920003491512714 0.0010613825366629385 0.0005183151810477085 0.00031701595125961576 0.00096992650332472865 0.0011250132703536253 0.0010005282711806752 0.00068273565153999499 0.0012988528104063948 0.00069045320156982284 0.00056198575164487815 0.00071836396966984872 0.00023951042827675978 0.0013239532270852257 0.00099661135217273206 0.00095639893410204887 0.00074537054038036434 0.0010735682498845339 0.00072290032054464644 0.00095176445600254087 0.00017933829654586157 0.00044671566459664051 0.00028912544747889318 0.00089710173523183958 0.00068621661185341723 0.0011303896401817222 0.00068809458777611466 1.2272763028066622e-05 0.0010826109036265778 0.00080221382406130278 0.00052063778229970853
leaf_weight=89 71 190 94 34 21 263 37 79 39 26 31 27 20 26 98 27 780 41 30 23 22 21 56 32 749 27 26 81 29 32
leaf_count=89 71 190 94 34 21 263 37 79 39 26 31 27 20 26 98 27 780 41 30 23 22 21 56 32 749 27 26 81 29 32
internal_value=0 0.000571651 0.000513892 0.00105441 0.000642811 0.00106733 0.000362633 0.00109213 0.000959333 0.000858977 0.000741311 0.000313284 0.00108322 0.000979095 0.00109291 0.000985549 0.00110138 0.000829117 0.00112853 0.000365787 0.000391936 0.000492542 0.000959259 0.000542517 0.00113542 0.00057972 0.000128035 0.00100293 0.000980833 0.000617932
internal_weight=0 673 602 2448 325 2351 277 1912 439 103 97 240 1833 156 1677 400 1579 67 799 187 164 70 77 222 769 49 53 373 292 63
internal_count=3121 673 602 2448 325 2351 277 1912 439 103 97 240 1833 156 1677 400 1579 67 799 187 164 70 77 222 769 49 53 373 292 63
is_linear=0
shrinkage=0.00196078


Tree=6815
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 2 4 1 0 2 4 4 1 160 3 13 131 15 47 3 3 457 2 12 12 4
split_gain=11.6651 1.84008 1.13284 0.894488 0.71337 0.596022 0.407806 0.342753 0.336341 0.335106 0.293332 0.230009 0.379585 0.221019 0.245062 0.167504 0.203348 0.141025 0.139292 0.123662 0.12256 0.11402 0.104987 0.102636 0.111027 0.125372 0.095556 0.0905964 0.0882908 0.0865843
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.13082500000000002 0.09253500000000002 0.076975000000000002 0.14122000000000004 0.40473500000000007 0.085110000000000005 -0.10607499999999999 0.14285500000000004 0.27834500000000006 -0.013125 0.093100000000000002 -0.067824999999999983 -0.0025099999999999996 0.0049450000000000006 0.082750000000000004 -0.097454999999999986 0.090100000000000013 0.0068900000000000012 0.20828500000000003 0.096470000000000014 0.31358000000000003 0.090285000000000018 0.087695000000000009 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 8 13 -5 11 15 -6 28 21 14 -4 -7 27 -16 -19 -14 26 -13 23 -3 25 -25 -15 -17 -1 -11
right_child=1 2 6 7 10 9 -8 -9 -10 29 -12 12 19 20 17 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00070481451573779167 0.00065554280523023216 0.00028840804727253206 0.00038852249260461766 0.00062945652882017485 0.00061121438294278751 0.00065446844484487432 0.00043591414861576556 0.00038517177609452579 0.00081750797290428012 0.00034631190218907944 0.00038510216082595793 0.00060685812769567266 0.00067149414655759355 0.00014044440316374332 0.00034090027400472689 0.00066787349801368783 0.00044736504779100756 0.00024982116830358711 8.514007544327599e-05 0.00056691022247684251 0.00027256802479992166 0.00042220865422453987 0.00044742841684423826 0.00055134651946723992 0.0002996722836809165 0.00033684594081897357 -1.6386405765718106e-05 0.00058274934387225557 0.00067056849053845867 0.00052657911465281535
leaf_weight=695 74 113 39 34 71 295 34 63 67 20 32 20 385 59 23 68 35 39 40 49 20 36 32 22 35 20 20 164 496 21
leaf_count=695 74 113 39 34 71 295 34 63 67 20 32 20 385 59 23 68 35 39 40 49 20 36 32 22 35 20 20 164 496 21
internal_value=0 0.000363841 0.000327805 0.000655321 0.0004061 0.000662934 0.000234937 0.000470797 0.000681271 0.000609779 0.000540966 0.000675841 0.000640083 0.000206465 0.000256324 0.000622264 0.000586682 0.000205778 0.000166438 0.000659686 0.000135453 0.000488155 0.000343527 0.000326027 0.000381235 0.000449203 0.00010074 0.0006077 0.000690553 0.000438644
internal_weight=0 673 599 2448 325 2351 274 97 1748 603 103 1681 490 240 141 562 267 102 79 434 99 56 222 190 77 42 79 232 1191 41
internal_count=3121 673 599 2448 325 2351 274 97 1748 603 103 1681 490 240 141 562 267 102 79 434 99 56 222 190 77 42 79 232 1191 41
is_linear=0
shrinkage=0.00196078


Tree=6816
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 14 4 1 0 12 4 49 150 160 2 48 1 50 4 3 2 0 1 1 4
split_gain=26.7131 3.34397 2.82685 1.96212 1.53114 1.37602 1.01878 0.888549 0.803191 0.724452 0.567504 0.491529 0.484168 0.47359 0.464326 0.400798 0.345885 0.318002 0.3607 0.313954 0.290936 0.272512 0.266637 0.247714 0.237743 0.227954 0.254066 0.222902 0.202484 0.17874
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.076175000000000007 -0.062539999999999984 0.10124500000000002 -0.23194499999999998 0.13597000000000004 0.033845000000000007 -0.012034999999999999 0.091105000000000005 -0.078564999999999982 0.098035000000000011 0.085130000000000025 0.13436000000000001 0.041865000000000006 -0.064054999999999987 0.013900000000000001 0.088930000000000023 -0.13027499999999997 0.12000500000000001 0.13075500000000004 -0.50262499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 7 10 27 -9 -6 25 -10 17 -1 15 -8 -2 18 -11 23 -20 -13 -7 -15 -25 -4 -27 -3 -5 -28
right_child=1 5 6 28 9 22 14 8 11 12 -12 21 -14 19 -16 -17 -18 -19 20 -21 -22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.0012340880093727519 0.00066745427820612399 0.00048982947577838024 0.0010524269666232684 0.00056076216142551566 0.0010045338174649841 0.00018067461244048681 0.00098811938229696576 0.00087041474711828197 0.00079414696057860149 0.00059766187136914544 0.0012560870245092851 0.00050803891058559666 0.00057080064695049187 0.0010898036868234207 0.00074593738403195642 0.00086829315415022992 0.00095196300506185285 0.00055761684326591124 0.0010079553851262565 0.00081673225071010223 0.00074565400639605578 0.00027232545024570933 0.00040758558946519776 0.00099430370418464439 0.00073666622797870728 0.00080364864711722755 0.0011837202321692787 0.00026916610702332189 0.00034165837234373088 0.0009967385033252498
leaf_weight=22 20 24 964 50 31 85 574 28 21 21 47 132 85 52 39 132 92 22 37 62 29 22 26 40 21 25 21 66 24 307
leaf_count=22 20 24 964 50 31 85 574 28 21 21 47 132 85 52 39 132 92 22 37 62 29 22 26 40 21 25 21 66 24 307
internal_value=0 0.000519905 0.00098321 0.00073746 0.000836717 0.000419744 0.00101252 0.000490177 0.000562074 0.000726202 0.00104437 0.000512739 0.000681726 0.00096294 0.00095421 0.000965716 0.000901158 0.000768227 0.000821485 0.000928853 0.000892702 0.000474366 0.000233825 0.000990371 0.000905609 0.00103682 0.000994187 0.00032801 0.000489701 0.00100871
internal_weight=0 590 2531 186 422 404 2109 293 203 225 1364 175 194 197 745 706 112 109 87 175 66 154 111 113 61 1317 353 90 74 328
internal_count=3121 590 2531 186 422 404 2109 293 203 225 1364 175 194 197 745 706 112 109 87 175 66 154 111 113 61 1317 353 90 74 328
is_linear=0
shrinkage=0.00196078


Tree=6817
num_leaves=31
num_cat=0
split_feature=1 4 12 3 3 43 150 43 1 12 480 4 0 376 15 4 49 0 1213 2 4 157 13 4 481 157 52 4 52 47
split_gain=0.760787 0.115156 0.0928502 0.0800549 0.0710348 0.0683314 0.0804118 0.0588716 0.0483118 0.0472527 0.0526606 0.048041 0.055867 0.0467861 0.0462688 0.043846 0.0339506 0.0339211 0.0338867 0.0325317 0.0343433 0.0321641 0.048276 0.0417585 0.0315789 0.0410549 0.046483 0.0305408 0.0326996 0.0308171
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.11924500000000002 -0.049509999999999992 -0.074359999999999996 0.10980500000000001 -0.085594999999999991 0.13075500000000004 0.090165000000000009 -0.03031 0.033845000000000007 -0.088544999999999985 0.083785000000000012 0.13592500000000005 0.10528000000000001 -0.015259999999999998 0.024095000000000002 -0.40957499999999997 0.090790000000000023 -0.062539999999999984 -0.06457499999999998 -0.004174999999999999 -0.010655 -0.078354999999999994 -0.08107499999999998 -0.54663499999999987 0.0037800000000000004 -0.090114999999999987 0.079365000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 7 19 -1 16 -4 -11 12 -12 -9 18 21 -3 -10 -14 27 -21 -6 -23 -24 -20 26 -26 28 -7 -29
right_child=1 8 9 -5 15 6 -8 13 17 10 11 -13 14 -15 -16 -17 -18 -19 24 20 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.0074983848724514248 0.00767056206456834 0.00046860060625476769 0.0090414758333959167 0.0020318945603018316 6.6140759736299527e-06 0.011858625531196595 0.0024668343333442782 7.1789659559726713e-06 0.0022616514521294449 0.0031389667652547363 0.01096741153631315 0.0066853425894298074 0.01243727210094221 0.0054710589476772362 0.0036163311529283726 0.0082643488086760041 0.0049674646580779858 -0.0017082682488342889 0.012173889060504735 0.0096644089697807481 0.006398207489713436 0.0028391395483049566 0.010192169812286184 0.0041433351263403893 0.0084449866181239477 0.0083431411663463465 0.0016271438007242978 0.014824992773078739 0.0075540044826144974 0.0094074623215766179
leaf_weight=76 108 20 1122 30 20 25 22 25 125 21 84 172 20 42 21 25 104 26 20 53 82 80 21 25 20 610 20 21 60 21
leaf_count=76 108 20 1122 30 20 25 22 25 125 21 84 172 20 42 21 25 104 26 20 53 82 80 21 25 20 610 20 21 60 21
internal_value=0 0.00423139 0.00831751 0.00702521 0.00566277 0.00737603 0.00827368 0.0055933 0.0027792 0.0085974 0.0080931 0.00820069 0.00852854 0.0034323 0.0082404 0.00439468 0.00424184 0.00157809 0.00838113 0.00876128 0.00768049 0.00373207 0.00432341 0.00690476 0.00826005 0.00813963 0.00503607 0.00991014 0.00882007 0.0121162
internal_weight=0 554 2567 457 279 427 284 143 275 2110 988 967 795 67 711 171 124 151 690 262 135 146 126 46 670 650 40 127 85 42
internal_count=3121 554 2567 457 279 427 284 143 275 2110 988 967 795 67 711 171 124 151 690 262 135 146 126 46 670 650 40 127 85 42
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 2 11 4 3 4 1 47 47 4 3 0 15 49 0 16 47 16 3 160 3 43
split_gain=13.8232 1.62204 1.45962 0.987134 0.766147 0.589916 0.507677 0.481245 0.443353 0.331766 0.309409 0.301276 0.281244 0.25857 0.229618 0.186068 0.185903 0.169425 0.228913 0.169357 0.167699 0.161145 0.14342 0.141982 0.134944 0.133942 0.12631 0.110547 0.118691 0.103346
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.092550000000000007 0.12958500000000003 -0.17966999999999997 0.40124500000000002 0.14285500000000004 1.0000000180025095e-35 0.27834500000000006 -0.11171999999999999 0.033845000000000007 0.086105000000000015 0.077555000000000013 0.091680000000000011 -0.064054999999999987 0.092670000000000016 -0.13027499999999997 0.13592500000000005 -0.066019999999999981 -0.065229999999999996 -0.040964999999999994 0.10350500000000001 -0.088909999999999989 -0.013929999999999998 -0.067824999999999983 -0.0025099999999999996 -0.070064999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 12 10 9 -6 24 11 19 -3 -1 20 -12 17 21 -14 -19 -4 -7 26 -21 -8 -5 -23 -9 -13 -29 -2
right_child=1 6 5 8 7 13 23 16 -10 -11 14 27 15 -15 -16 -17 -18 18 -20 22 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00048304211873656663 0.00032473168178226848 0.00042830605876945869 0.00058325647372825474 0.00075467804028837252 0.00074436122327208184 0.00070631873797853467 0.00034388038841888421 0.00040452828708613723 0.00039993265229374916 0.00014250648236389786 0.00092559138840228757 0.00035225249483914628 0.0007633931439171652 0.00060710492051980439 0.00071270007024459142 0.00083688024851475275 0.00060205650289061696 0.0006733552302692641 0.00045202963225171632 0.00074997859583558681 0.00052796508960363238 0.00046039248658405024 0.00062764014037646994 0.00055946882120242304 0.00060365515533209054 0.0002945351173240615 0.00059630728499335923 0.00027475927337393532 0.00012274329074631063 0.00042024036665151498
leaf_weight=26 73 43 25 45 28 582 23 23 29 97 64 23 56 142 28 32 31 98 22 1209 21 36 38 24 46 39 31 39 40 108
leaf_count=26 73 43 25 45 28 582 23 23 29 97 64 23 56 142 28 32 31 98 22 1209 21 36 38 24 46 39 31 39 40 108
internal_value=0 0.00037241 0.00070569 0.00047315 0.000600425 0.000726753 0.000267488 0.000507216 0.000611056 0.00023127 0.000750989 0.00029065 0.000675311 0.000682381 0.000860798 0.000699344 0.000465715 0.000674338 0.000632779 0.000743047 0.000700107 0.000432951 0.000746251 0.000453968 0.000678337 0.000374147 0.000514624 0.000232619 0.000197789 0.00038172
internal_weight=0 590 2531 301 422 2109 289 188 120 242 1364 145 234 745 92 208 160 176 120 1272 603 129 1247 47 91 75 54 102 79 181
internal_count=3121 590 2531 301 422 2109 289 188 120 242 1364 145 234 745 92 208 160 176 120 1272 603 129 1247 47 91 75 54 102 79 181
is_linear=0
shrinkage=0.00196078


Tree=6819
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 47 4 4 2 2 2 4 123 0 12 42 12 3 3 457 1 1 16 4 160 43 3 0 131 15
split_gain=16.8406 2.19 1.70241 1.26822 0.769716 0.711601 0.686067 0.597869 0.497137 0.417053 0.371776 0.377228 0.323793 0.317388 0.299585 0.292257 0.210171 0.308226 0.209857 0.205359 0.209106 0.263633 0.19618 0.14635 0.135536 0.133065 0.125288 0.125127 0.122891 0.146329
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.10089500000000001 0.12958500000000003 0.36766000000000004 0.40124500000000002 0.090425000000000019 0.13093500000000002 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 -0.14920999999999998 0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11658 -0.14186499999999996 0.093680000000000013 1.0000000180025095e-35 0.084785000000000013 -0.040964999999999994 -0.041644999999999995 -0.067824999999999983 -1.0000000180025095e-35 -0.0025099999999999996 -0.060129999999999996 0.082750000000000004 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 9 10 8 23 13 12 11 -3 19 -1 -10 -14 -6 -18 -16 20 -4 -22 -7 -5 -13 -20 -26 -15 29 -12
right_child=1 5 4 7 16 22 -8 -9 14 -11 28 24 15 27 18 -17 17 -19 25 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010203709077631308 0.00043952329674715082 0.00047819732157093061 0.00073518407662208384 0.0009257547265174342 0.00044720714040497105 0.00039555893278818102 0.00049051222276533008 0.00045430012578755473 0.00057803751899439433 0.00054254134861277602 0.00024174213071905977 0.00039169565780058132 0.00082502389363214087 0.00084381529479555031 0.00087722720734559215 0.0005420245534810713 0.00077508023151984576 0.0004634701039083143 0.00079218937215630545 0.00058396476462446885 0.00097606008981957154 0.00079166185143896136 0.00064897611554639017 0.00073586457533192417 0.00029974309722867188 0.00072164868585913584 0.00014355915807434083 0.00071566748609340263 0.00030428330135513461 6.5332978641997807e-05
leaf_weight=39 181 43 144 20 49 23 24 29 27 41 29 23 20 1246 89 47 26 23 412 20 40 117 24 71 39 137 40 30 20 48
leaf_count=39 181 43 144 20 49 23 24 29 27 41 29 23 20 1246 89 47 26 23 412 20 40 117 24 71 39 137 40 30 20 48
internal_value=0 0.0004261 0.000793961 0.000543156 0.000694796 0.000304184 0.000820039 0.000699468 0.000824034 0.000730612 0.000261306 0.000324164 0.000750485 0.000846128 0.000780343 0.000626502 0.000538011 0.000628814 0.000788905 0.000776363 0.000789147 0.000838642 0.000524963 0.000777599 0.000259229 0.000774586 0.000220663 0.000840802 0.000167342 0.000131773
internal_weight=0 590 2531 301 527 289 2004 120 1980 429 242 145 388 1315 665 67 98 49 638 321 301 157 47 91 102 549 79 1276 97 77
internal_count=3121 590 2531 301 527 289 2004 120 1980 429 242 145 388 1315 665 67 98 49 638 321 301 157 47 91 102 549 79 1276 97 77
is_linear=0
shrinkage=0.00196078


Tree=6820
num_leaves=31
num_cat=0
split_feature=1 2 12 12 15 3 1 4 15 12 43 15 3 10 13 1 15 47 4 48 0 11 15 52 3 43 14 1429 12 0
split_gain=0.792923 0.119125 0.103105 0.096923 0.0768667 0.0880229 0.0665 0.050073 0.0634862 0.0492116 0.0454572 0.045445 0.0442861 0.0441998 0.0427279 0.0420849 0.0471649 0.0407873 0.0395745 0.0534286 0.0356258 0.0345713 0.0837651 0.0748004 0.0547304 0.0771485 0.0446908 0.0356845 0.033698 0.033296
threshold=0.10920500000000001 0.13622000000000004 1.0000000180025095e-35 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.08864000000000001 -0.15764999999999998 -0.079929999999999987 0.099815000000000015 -0.05647499999999999 -0.14601999999999996 0.10542000000000001 -0.39840999999999999 -0.11122999999999998 0.13657000000000002 -0.41942499999999994 0.081320000000000017 0.51388000000000011 0.090225000000000014 0.10455500000000001 1.0000000180025095e-35 0.040760000000000005 -1.0000000180025095e-35 -0.11255999999999998 -0.13868499999999997 0.078320000000000015 1.0000000180025095e-35 0.093965000000000007 -0.070499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 6 11 -3 13 21 -2 -1 17 -9 -4 -15 -17 -8 19 29 -11 24 23 27 25 -5 -24 -23 -16 -12
right_child=1 7 14 9 -6 -7 12 8 -10 20 18 -13 -14 15 28 16 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012701110865758813 0.0024256997718594552 0.006680031589613381 0.0037204730156809094 0.0094695050701765083 0.010826240299054636 0.0011134867511618022 0.0045857411798682409 0.0068990866583772004 -0.0024657588947804704 0.0080016614630116136 0.010060879383834416 0.007931572896287483 0.0096738473952023528 0.0045305862799674889 0.01145037044144164 0.002785216350134255 -0.0024911816217354499 0.0084391175700789869 0.0020442590210586788 0.0036428309476716405 0.0041479033346359549 0.0088055634483074144 0.017529468536376953 0.0038291212535746725 0.0090008175809564682 0.001977739490016743 0.011340249627495982 0.013528149761259557 0.0073731678824001199 0.0051900078380561392
leaf_weight=23 98 22 25 28 52 26 143 20 31 310 36 152 27 36 26 36 32 34 30 47 26 48 20 23 1576 27 28 24 92 23
leaf_count=23 98 22 25 28 52 26 143 20 31 310 36 152 27 36 26 36 32 34 30 47 26 48 20 23 1576 27 28 24 92 23
internal_value=0 0.00435565 0.00536041 0.00852717 0.00720684 0.00674212 0.00712826 0.00221556 0.0015819 0.00881314 0.00406761 0.00855843 0.0059014 0.00259381 0.00747589 0.00176588 0.000302206 0.00532594 0.00525075 0.00615825 0.00770345 0.00902332 0.0105142 0.00879382 0.0088926 0.00579173 0.0139191 0.0103798 0.00827153 0.00816207
internal_weight=0 554 377 2567 457 405 379 177 155 2110 234 175 204 124 143 104 68 177 136 106 336 1774 143 95 1631 55 48 72 118 59
internal_count=3121 554 377 2567 457 405 379 177 155 2110 234 175 204 124 143 104 68 177 136 106 336 1774 143 95 1631 55 48 72 118 59
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 0 1 4 16 3 4 47 0 3 3 49 3 15 1 4 16 15 160
split_gain=22.1105 3.6547 2.21901 1.71333 1.36713 1.04089 0.781963 0.597634 0.588821 0.560082 0.506944 0.452401 0.316477 0.384608 0.306379 0.258881 0.197625 0.18495 0.165858 0.161122 0.158863 0.15646 0.149077 0.143824 0.137696 0.106504 0.104208 0.147026 0.0945981 0.0867918
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.40473500000000007 0.09253500000000002 0.14838000000000004 -0.10607499999999999 0.085345000000000018 0.40945500000000007 -0.52595999999999987 -0.13927999999999999 0.0082450000000000006 0.090100000000000013 -0.080689999999999984 -0.24462999999999999 -0.10831999999999999 -0.053364999999999996 -0.010424999999999999 -0.095869999999999983 0.11669000000000002 -0.012509999999999999 -0.45661999999999997 -0.040804999999999994 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 11 12 15 -6 -5 14 13 28 -4 -7 20 19 25 -14 -17 -18 -12 -16 -15 -3 -23 -28 -1 -25
right_child=1 2 6 10 9 8 -8 -9 -10 -11 22 -13 17 24 23 16 21 -19 -20 -21 -22 26 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00077336914837360386 0.00070270983406075854 0.00026053335419107791 0.00026143486794157354 0.00062083699638421422 0.0006293187630610639 0.00042802412123754132 0.00036872739404653136 0.0008955404571458405 0.00041520465271900489 0.00030525902883125124 0.00041183789777370745 -5.3522073516811752e-05 0.00073723653316076125 0.00061521817878737396 0.00016366632441834855 0.00059642615744602329 0.00046489627520535505 0.0006288848705172372 0.00038430515285731734 0.00069275082675986435 0.00079640417623252761 0.00067358422189592294 0.00022047082128467957 0.00012612966313848599 0.00041211289915339759 0.00014975968751529438 0.00073613061149622875 0.00059267922331350661 0.00063269400567400689 -2.6275000117091847e-05
leaf_weight=40 71 149 45 34 70 21 37 70 48 29 34 84 1013 21 40 21 20 84 34 453 56 211 29 20 33 43 32 194 34 51
leaf_count=40 71 149 45 34 70 21 37 70 48 29 34 84 1013 21 40 21 20 84 34 453 56 211 29 20 33 43 32 194 34 51
internal_value=0 0.000281967 0.000232344 0.000683261 0.000342247 0.000693798 0.000103397 0.00071803 0.000623552 0.000534392 0.000427882 6.24914e-05 0.000710625 0.000616919 0.00012496 0.000641572 0.00064997 0.000718363 0.000258077 0.00072349 0.000741865 0.000634486 0.000323748 6.96326e-05 0.000491098 0.000235725 0.000642248 0.000612991 0.000708735 1.66559e-05
internal_weight=0 673 602 2448 325 2351 277 1748 603 99 97 240 1678 128 156 555 534 1550 226 1466 77 457 63 111 54 192 437 226 74 71
internal_count=3121 673 602 2448 325 2351 277 1748 603 99 97 240 1678 128 156 555 534 1550 226 1466 77 457 63 111 54 192 437 226 74 71
is_linear=0
shrinkage=0.00196078


Tree=6822
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 2 160 15 9 2 0 132 1 2 11 3 3 15 1 12 40 2 131 130 4 14 16 2 129
split_gain=0.75548 0.169549 0.105045 0.0672707 0.0669922 0.0657853 0.0644982 0.0612273 0.0443463 0.0439998 0.0793062 0.0463476 0.0402707 0.0451873 0.0393792 0.0381353 0.0378222 0.061739 0.0430248 0.0370917 0.043347 0.038434 0.0336076 0.0324699 0.0321466 0.0447665 0.0329778 0.0708536 0.0320114 0.0313489
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092120000000000021 -0.049894999999999995 0.14753000000000002 -0.24498999999999996 -0.089964999999999976 -1.0000000180025095e-35 0.10276500000000001 -0.07384499999999998 0.10365500000000001 0.14754500000000001 0.14122000000000004 0.080705000000000013 -0.14186499999999996 -0.10831999999999999 0.040760000000000005 0.089770000000000016 0.090165000000000009 -0.0061149999999999998 0.092755000000000018 0.09031500000000002 -0.076894999999999977 -0.031404999999999995 -0.46413499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.102035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 5 4 15 -3 7 -7 -8 -9 11 -11 13 -4 16 -1 18 -18 -6 20 21 -19 -22 -2 -12 -26 -27 -28 -13 -24
right_child=1 2 12 -5 14 6 8 9 -10 10 24 28 -14 -15 -16 -17 17 19 -20 -21 22 -23 29 -25 25 26 27 -29 -30 -31
leaf_value=0.008624361542627362 0.0098339022581393903 0.0095904064103961 0.0013612053940219252 0.0027631469229659577 0.0084278274635185627 0.0097829839948605276 0.0032166357035748661 0.002068975589963884 -0.0024115013845619703 0.0096451315427805457 0.0003974449743206303 0.0037808520769679246 0.0042537464840530321 -0.0042031172063434503 0.0045520397789049439 0.012060002025894145 0.0027185869233037991 0.0070258564344246174 0.013831104550044986 0.0054953381169901188 0.0037017641811753102 0.01039300179341808 0.0078555142514368115 0.0055932284425944095 0.0087623343593440962 0.006913507905395317 0.0040761303554748725 -0.001895378106881095 0.0079010131401997634 0.0041281061441016701
leaf_weight=1541 65 25 54 22 56 23 42 64 21 43 24 44 29 20 41 33 26 49 20 69 23 110 377 25 20 29 146 23 33 24
leaf_count=1541 65 25 54 22 56 23 42 64 21 43 24 44 29 20 41 33 26 49 20 69 23 110 377 25 20 29 146 23 33 24
internal_value=0 0.00459193 0.00402042 0.00826735 0.00831846 0.00458151 0.00433693 0.00475736 0.00134059 0.00448602 0.00491334 0.00701526 0.00109516 -0.000142666 0.00757021 0.00869639 0.00773433 0.0074972 0.00984974 0.00768776 0.00794724 0.00935533 0.00741921 0.00865594 0.00387107 0.00425349 0.00379805 0.00326344 0.00554664 0.00763243
internal_weight=0 730 640 2391 2369 537 512 449 63 426 362 120 103 74 795 1574 754 678 76 652 583 159 424 90 242 218 198 169 77 401
internal_count=3121 730 640 2391 2369 537 512 449 63 426 362 120 103 74 795 1574 754 678 76 652 583 159 424 90 242 218 198 169 77 401
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 4 12 4 2 400 3 1 160 1 1447 3 483 457 11 0 43 50 1 3 16 0 16 2 131
split_gain=0.611939 0.137335 0.0862529 0.0570006 0.0544892 0.0549962 0.0389149 0.0414385 0.0339657 0.0337115 0.033969 0.0403265 0.0480802 0.056995 0.0733481 0.0375989 0.0336208 0.0346916 0.0348181 0.0323628 0.0308641 0.0833449 0.106916 0.0618053 0.0420766 0.0339937 0.0290276 0.0617851 0.0456897 0.0288752
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.088105000000000003 0.40124500000000002 0.090425000000000019 -0.011559999999999999 0.10016000000000001 -0.17966999999999997 0.15109000000000003 -0.081749999999999975 -0.14186499999999996 0.089770000000000016 0.050340000000000003 0.097525000000000014 -0.082869999999999985 -0.11171999999999999 -0.25327999999999995 0.048635000000000005 0.080705000000000013 -0.076234999999999983 -0.036954999999999995 0.089465000000000017 0.096860000000000016 0.090900000000000009 -0.069144999999999984 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.09172000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 19 -5 -8 -3 10 -7 -12 15 14 -14 -13 -17 -18 -19 20 24 22 23 -22 -1 -23 27 -4 29 -28
right_child=1 2 26 6 -6 9 7 -9 -10 -11 11 12 13 -15 -16 16 17 18 -20 -21 21 25 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0080486128752159242 0.0077903435661250521 0.007137221090379172 0.00037385384594017528 0.0091131228262618675 0.0024868321830581411 0.0032624855395018437 0.0075133379743716052 0.0035239263903349641 0.0033077875430980288 0.002920811051236732 0.0092930249714603032 0.010782409866374952 -0.0021540752079870023 0.0075520692776669483 0.0061083499567096376 0.0034508454792488083 0.0032108652278442281 0.0071048411611227677 0.010986391664058223 0.011015062341175509 -0.00021002981113269923 0.0059396239078563194 0.0093878105329349634 0.00648940222980898 0.0039046797736082225 0.010631376528676521 0.0027637410684305075 0.0078995654708705846 -0.0030083544068038467 -0.0015379506465978922
leaf_weight=1232 90 25 24 31 22 24 43 66 315 21 75 27 21 34 22 26 22 623 24 32 40 23 30 21 25 47 71 20 25 20
leaf_count=1232 90 25 24 31 22 24 43 66 315 21 75 27 21 34 22 26 22 623 24 32 40 23 30 21 25 47 71 20 25 20
internal_value=0 0.00413273 0.00361838 0.00428863 0.00744061 0.00748662 0.00598685 0.00509773 0.00358936 0.0068814 0.00697402 0.00707594 0.00686783 0.00449245 0.00207321 0.00712116 0.00697892 0.00711604 0.00724882 0.0078702 0.00779923 0.00649563 0.00450012 0.00209633 0.0079662 0.0090898 0.00160763 0.00379463 0.000778084 0.00181831
internal_weight=0 730 640 480 2391 2369 140 109 340 919 898 874 799 77 43 722 695 669 647 1450 1418 161 91 61 1257 70 160 44 116 91
internal_count=3121 730 640 480 2391 2369 140 109 340 919 898 874 799 77 43 722 695 669 647 1450 1418 161 91 61 1257 70 160 44 116 91
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 0 1 4 150 2 15 12 4 1 12 157 0 49 0 49 3 47 1 16
split_gain=27.6614 4.51082 2.71322 2.05426 1.93846 1.42282 1.0033 0.911471 0.894305 0.711202 0.666017 0.458446 0.557774 0.417734 0.379908 0.336764 0.286508 0.25239 0.296862 0.234625 0.216544 0.215832 0.186192 0.185658 0.172433 0.163035 0.159146 0.147031 0.14644 0.140983
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.09253500000000002 -0.10607499999999999 0.085605000000000014 0.0082450000000000006 1.0000000180025095e-35 0.17025000000000004 -0.097454999999999986 0.09141500000000001 -0.52556499999999995 0.11669000000000002 0.095780000000000018 -0.07686999999999998 -0.07929499999999999 -0.067649999999999988 -0.15202999999999997 -0.053364999999999996 -0.13309499999999996 0.090100000000000013 0.15799000000000005 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 15 -6 14 -5 12 24 17 20 -4 -14 18 -13 27 -7 -19 -20 -18 -1 -12 -24 29 -17 -3
right_child=1 2 7 10 8 9 -8 -9 -10 -11 25 13 16 -15 -16 28 23 21 22 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099462311174355303 0.00085424815783741658 0.00045663539379362075 0.00014747402722277021 0.00077719497123804055 0.00074780931520809801 0.00083609446181001927 0.0010866718449495541 0.0004858278415164437 0.00038712601799680815 0.00049378439639364874 0.00052879144756645484 0.0011144359322155222 0.00079806655381017486 0.00074980852642232828 0.00054657698394132979 4.3046326479978029e-05 0.00064882230561445731 0.00065839712818463643 0.00089862695353228788 0.00026728863325661096 0.00074156485640617341 0.00084939025855789211 0.00067133728767295017 0.00038165307914217315 0.00080172256794849449 0.00032866635939775085 0.00085142102993391699 0.00053981544048178432 -0.00017355890040669371 0.00032221876411550062
leaf_weight=25 71 42 122 34 82 181 79 26 39 39 34 23 21 104 27 30 20 24 970 116 192 436 23 20 62 29 105 20 20 105
leaf_count=25 71 42 122 34 82 181 79 26 39 39 34 23 21 104 27 30 20 24 970 116 192 436 23 20 62 29 105 20 20 105
internal_value=0 0.000386816 0.000331687 0.000835665 0.000423841 0.000847202 0.000870316 0.000143654 0.000631556 0.000746535 0.00055603 0.000860991 0.00075636 0.000870182 0.000771178 9.19305e-05 0.000612605 0.0008781 0.00089397 0.00033503 0.000787436 0.000839425 0.000889352 0.000515238 0.000857154 0.00043667 0.000819062 0.000382084 -4.35958e-05 0.000360624
internal_weight=0 673 602 2448 404 2351 1912 198 121 439 97 1833 148 1685 400 172 61 1581 1121 283 373 460 1098 40 87 63 128 167 50 147
internal_count=3121 673 602 2448 404 2351 1912 198 121 439 97 1833 148 1685 400 172 61 1581 1121 283 373 460 1098 40 87 63 128 167 50 147
is_linear=0
shrinkage=0.00196078


Tree=6825
num_leaves=31
num_cat=0
split_feature=1 1 16 2 3 4 2 14 1 47 3 1 2 52 133 133 4 2 2 47 52 159 15 16 43 1 4 2 49 52
split_gain=0.612493 0.137426 0.082726 0.0572712 0.0890416 0.0516675 0.0533721 0.0453225 0.0415611 0.0427128 0.0352802 0.0339478 0.0915766 0.0822376 0.0496915 0.07453 0.0393876 0.0334213 0.0291233 0.0348555 0.0326969 0.0339533 0.0514419 0.0627316 0.0469619 0.0422456 0.038544 0.0353078 0.0281758 0.0275455
threshold=0.10312500000000001 0.12408500000000001 0.51026500000000008 1.0000000180025095e-35 -0.014944999999999998 0.40124500000000002 0.095545000000000005 0.076975000000000002 0.15799000000000005 0.12958500000000003 -0.13309499999999996 0.077565000000000009 0.086100000000000024 -0.0027449999999999996 0.024320000000000005 0.09635500000000001 -0.080364999999999978 0.079055000000000014 0.14285500000000004 0.081320000000000017 0.42957000000000006 0.082585000000000006 -0.083359999999999976 -0.07550999999999998 -0.15323999999999996 0.09253500000000002 -0.50052499999999989 0.10882500000000002 0.11902500000000002 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 11 9 10 -3 28 14 -14 17 -16 -17 -13 19 20 21 22 25 -24 -25 -8 -26 -23 -1 -12
right_child=1 8 -4 -5 -6 -7 18 -9 -10 -11 29 12 13 -15 15 16 -18 -19 -20 -21 -22 27 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.0079260910433754488 0.0073490577008526181 0.0062387249083258219 0.0082495551066092739 0.0035355109099856688 0.0011430375801865012 0.0024978029229466552 0.0049510515483024604 0.010118445121042896 -0.00055098055298765042 0.0058544509423275794 0.0011867097294635971 0.0076919293600315256 0.0056406095638521954 -0.0018296034820377829 0.0013171168971651546 0.0093510121614288934 0.0050884692649402581 0.011123944614683429 0.0039097825029435068 0.0098887876797975477 0.0089458687797042673 0.0094420576625961379 0.0095208470108835708 0.0011717436276376249 0.0098502505857210893 -0.00030462539289146664 0.0057653194321077642 0.0049579191859811548 0.0044630233610708581 0.0041464773493862595
leaf_weight=1114 114 20 71 227 29 22 65 71 43 39 147 335 56 20 30 41 46 31 39 33 51 59 56 20 26 20 207 25 24 40
leaf_count=1114 114 20 71 227 29 22 65 71 43 39 147 335 56 20 30 41 46 31 39 33 51 59 56 20 26 20 207 25 24 40
internal_value=0 0.00401223 0.00512295 0.00452298 0.00609049 0.00732161 0.00736641 0.00764315 0.00231734 0.00281871 0.00224676 0.00753958 0.00690142 0.00367476 0.00740914 0.00561517 0.00709725 0.00798262 0.00655231 0.00673568 0.00653899 0.00628219 0.00589303 0.00649233 0.00582199 0.00371442 0.00622115 0.00810749 0.00785306 0.00181982
internal_weight=0 730 441 370 143 2391 2369 1768 289 246 207 1697 559 76 483 117 87 366 601 562 529 478 394 309 253 85 233 84 1138 187
internal_count=3121 730 441 370 143 2391 2369 1768 289 246 207 1697 559 76 483 117 87 366 601 562 529 478 394 309 253 85 233 84 1138 187
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=31
num_cat=0
split_feature=1 1 3 15 51 132 2 0 457 3 49 3 14 12 2 39 2 479 14 2 10 43 481 42 1447 481 15 42 160 2
split_gain=0.498999 0.10901 0.0665544 0.0628771 0.0453112 0.0449754 0.0443485 0.102939 0.0439313 0.0422917 0.0406705 0.0397776 0.0388994 0.036116 0.0329346 0.0317493 0.033652 0.0304436 0.0300419 0.0307107 0.0312411 0.0289818 0.032643 0.0386303 0.0608913 0.0825407 0.0451621 0.0387946 0.0347342 0.0278151
threshold=0.11690500000000002 0.095950000000000021 0.30112000000000005 -0.083359999999999976 -0.40274499999999996 0.10365500000000001 0.11362000000000001 -0.0058249999999999994 0.094310000000000019 0.12745000000000004 -0.083094999999999988 -0.061964999999999992 0.062655000000000016 -1.0000000180025095e-35 0.11510000000000002 0.11683000000000002 0.14019000000000004 0.098035000000000011 -1.0000000180025095e-35 0.088125000000000023 -1.0000000180025095e-35 -0.52440999999999993 -0.050084999999999991 0.088295000000000012 -0.085804999999999979 -0.087424999999999989 -0.011859999999999997 0.091625000000000012 -0.020569999999999995 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 18 -2 -4 12 14 10 11 -5 -6 17 -12 -8 16 -13 21 -3 20 -20 -1 23 24 26 -26 -23 28 -25 -21
right_child=2 3 5 8 9 -7 7 -9 -10 -11 13 15 -14 -15 -16 -17 -18 -19 19 29 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0031622301448475231 0.0072162644471973183 0.0061445919369968278 -0.00097382766551861214 0.0096454629339418861 0.0041055903147242225 0.0037403679602513356 0.0022873027529567483 -0.0014469827237051159 0.0018911948330545176 0.0059966843820324078 0.0027160305755152821 0.0029150101581363235 0.008920238085697035 0.006372548354002425 0.0066627905996302448 -0.0020447985147652422 -0.0012273086225613953 0.0041678849850659786 0.0012964856077451259 0.00016610173870705897 0.0059117623060857029 0.0094968684390187279 0.0066627058579308415 0.006605673487259385 0.0074529823588414326 0.014093183261605028 0.0041359439174729314 0.009364128612947685 0.0014080315781757236 0.0035617166046554658
leaf_weight=22 27 42 73 33 84 28 20 21 24 38 31 91 83 210 123 23 25 46 20 45 55 30 1684 36 36 39 33 27 20 52
leaf_count=22 27 42 73 33 84 28 20 21 24 38 31 91 83 210 123 23 25 46 20 45 55 30 1684 36 36 39 33 27 20 52
internal_value=0 0.00636993 0.00254184 0.0050546 0.00331644 0.000333078 0.00667328 0.00509075 0.00599369 0.00291301 0.00635304 0.00238754 0.00679951 0.00590221 0.00605083 0.0013493 0.00202227 0.0067103 0.00374688 0.0031614 0.00468102 0.00677099 0.00681266 0.00795534 0.00898068 0.0109059 0.00668877 0.00625056 0.00474937 0.00198643
internal_weight=0 2732 389 512 288 101 2220 164 298 261 274 223 2056 241 143 139 116 1973 214 172 75 1927 1905 221 138 75 63 83 56 97
internal_count=3121 2732 389 512 288 101 2220 164 298 261 274 223 2056 241 143 139 116 1973 214 172 75 1927 1905 221 138 75 63 83 56 97
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 4 2 4 14 3 1 47 2 47 4 4 3 4 1 49 1 160 50 12 4 43 2 40
split_gain=20.4535 2.49144 2.16994 1.47404 1.29786 0.820637 0.673547 0.670441 0.661595 0.648911 0.554052 0.363565 0.31597 0.309266 0.298523 0.267207 0.24308 0.233045 0.356098 0.222503 0.218007 0.216034 0.176939 0.170951 0.160338 0.156945 0.147891 0.147607 0.237417 0.146814
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.097070000000000004 -0.16363499999999997 0.14285500000000004 0.40124500000000002 0.076975000000000002 -0.11171999999999999 0.15471500000000002 0.077555000000000013 0.13501500000000002 0.091680000000000011 0.0082450000000000006 -0.046564999999999988 0.092670000000000016 -0.013514999999999998 0.083345000000000016 -0.066019999999999981 0.10089500000000001 -1.0000000180025095e-35 0.086295000000000011 0.087765000000000024 -0.0070899999999999991 -0.08076499999999999 0.11177500000000001 -0.0061149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 11 8 10 -6 29 26 16 -1 23 17 19 21 25 -13 -19 -8 -18 22 -9 -7 -10 -4 -5 -2 -29 -3
right_child=1 5 6 9 7 12 14 15 24 -11 -12 13 -14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00063290095454022891 0.00039130244615741749 0.0004587109499410087 0.00094890608415497402 0.00092993132763709763 0.00089623402712241075 0.00041612439888080846 0.00089856023853855432 0.00073852968566557936 0.0001658092452195701 0.0005149326566165972 0.0011255643531387926 0.00094836135322456027 9.3505598385544382e-05 0.0010561454840296624 0.00067221476056301597 0.00074377391937410883 0.00089856056777938694 0.0008481329429462503 0.00057156048449496751 0.00080756377831646615 0.00073214512152078998 0.00047025449195073224 0.000513432976661944 0.00025969511885823933 0.00040586033342953991 0.00090831959427335057 0.00077182962159445595 0.00067936133963582973 0.00047954288848994347 0.00064213861278424771
leaf_weight=26 44 25 683 46 31 37 221 29 23 29 52 58 35 32 37 31 85 96 22 194 47 72 25 98 20 790 45 29 108 51
leaf_count=26 44 25 683 46 31 37 221 29 23 29 52 58 35 32 37 31 85 96 22 194 47 72 25 98 20 790 45 29 108 51
internal_value=0 0.000476981 0.000882386 0.000601833 0.000754038 0.000346945 0.000908067 0.000632722 0.000471829 0.000770352 0.000926369 0.000851505 0.000259526 0.00087883 0.000840976 0.000580691 0.000919915 0.000846591 0.000796569 0.000856022 0.000839307 0.000540568 0.000634318 0.000302568 0.000277461 0.000927139 0.000851749 0.000490107 0.00052184 0.000581801
internal_weight=0 590 2531 301 422 289 2109 188 119 120 1657 234 170 208 452 157 1605 176 118 415 132 126 54 135 43 1473 91 181 137 76
internal_count=3121 590 2531 301 422 289 2109 188 119 120 1657 234 170 208 452 157 1605 176 118 415 132 126 54 135 43 1473 91 181 137 76
is_linear=0
shrinkage=0.00196078


Tree=6828
num_leaves=31
num_cat=0
split_feature=1 4 12 44 3 150 131 1456 2 13 3 0 0 12 1 13 1 474 12 1 151 49 16 15 1429 43 4 3 48 52
split_gain=0.492381 0.0829376 0.0607607 0.0692415 0.0601628 0.0500386 0.0465495 0.0436052 0.041377 0.0375624 0.0438133 0.0358372 0.0424657 0.0353627 0.0643446 0.044842 0.035139 0.0340898 0.0298263 0.0292426 0.0380244 0.0307566 0.0274781 0.0439749 0.0412614 0.0442252 0.0426066 0.0384184 0.0363302 0.0378243
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 1.0000000180025095e-35 0.12178000000000001 0.084680000000000019 0.085335000000000008 -0.074164999999999995 0.25063000000000007 0.10820000000000002 -0.12018999999999998 -0.026509999999999995 -0.14051499999999997 0.087830000000000005 0.089875000000000024 -0.14819499999999997 0.12000500000000001 0.086990000000000012 -0.081419999999999979 0.10060500000000001 0.043560000000000008 0.09858500000000002 -1.0000000180025095e-35 -0.07490999999999999 0.084930000000000019 -0.070064999999999975 -0.10429499999999998 -0.063814999999999997 -0.077484999999999984 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 11 7 -1 9 10 -3 12 -2 14 15 -4 -12 19 -18 20 21 -9 28 -24 25 26 -25 -27 -15 -30
right_child=1 8 13 -5 -6 -7 -8 17 -10 -11 16 -13 -14 22 -16 -17 18 -19 -20 -21 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.010102376692174446 0.0017185397047017302 0.0061061137640054395 0.011211174201841156 0.010191572769063302 -0.00021257419604808091 0.0023599647718095564 0.0011323433058957259 0.0071587594056333557 -0.0019782714953180403 -0.0010844730759604969 0.0045116124954430997 0.0023465752916629699 0.0065364539714261212 0.0032391186675121047 0.0020534144957428395 0.0072668841233648057 0.0029020794290665758 0.0021268564565428373 -1.8326469014735066e-05 0.0041836065119360165 0.002211707475639525 0.0038487480360675946 0.0078850142292636021 -0.00024287133322407805 0.0083293250663892225 0.0069064416175119983 0.0043602541635458869 0.0028299526279342586 0.010106787849080694 0.0067055814078046012
leaf_weight=21 21 34 30 29 20 82 24 188 24 28 49 34 142 29 23 735 68 29 72 92 21 33 77 24 38 114 124 29 34 853
leaf_count=21 21 34 30 29 20 82 24 188 24 28 49 34 142 29 23 735 68 29 72 92 21 33 77 24 38 114 124 29 34 853
internal_value=0 0.00322098 0.0065082 0.00546281 0.0051424 0.00443572 0.0054049 0.00567193 0.00198856 0.00236786 0.00280134 0.00529974 0.00591574 0.00673462 0.00726488 0.00742156 0.00220683 0.00541563 0.00140016 0.00570118 0.0062781 0.0066645 0.00641856 0.00573376 0.00523027 0.00482559 0.0036138 0.00607974 0.00672208 0.00683595
internal_weight=0 554 2567 457 428 279 408 384 275 251 223 197 163 2110 788 765 189 363 140 334 242 221 1322 406 329 291 148 143 916 887
internal_count=3121 554 2567 457 428 279 408 384 275 251 223 197 163 2110 788 765 189 363 140 334 242 221 1322 406 329 291 148 143 916 887
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=31
num_cat=0
split_feature=1 1 4 3 34 2 12 48 132 2 0 4 14 4 14 43 49 15 4 4 52 0 15 0 0 0 0 4 39 48
split_gain=0.400077 0.0857619 0.0576076 0.0571114 0.0441912 0.0622589 0.0433165 0.0535544 0.0362972 0.0356917 0.0838406 0.0327366 0.0401209 0.0316817 0.0316547 0.0313687 0.0301392 0.029344 0.0580906 0.0253261 0.0576196 0.0502907 0.067768 0.0399597 0.0394307 0.0376214 0.0370602 0.0362443 0.0338527 0.0365827
threshold=0.11690500000000002 0.095950000000000021 -0.0094449999999999968 0.30112000000000005 -0.038779999999999995 0.121465 -0.010834999999999999 0.083685000000000009 0.10365500000000001 0.11362000000000001 -0.0058249999999999994 -0.04890499999999999 -0.41790499999999997 -0.0047449999999999992 0.062655000000000016 -0.052894999999999991 0.10877000000000002 -0.41396999999999995 0.27834500000000006 0.0061450000000000003 -0.04127999999999999 -0.11173999999999999 -0.03241999999999999 -0.11991499999999998 -0.092089999999999991 -0.087634999999999977 -0.097734999999999989 0.056795000000000005 0.08456000000000001 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 4 -2 -6 7 -3 17 14 15 -7 -13 -4 19 16 -11 -5 -19 21 27 22 -1 -22 -25 -26 -23 -21 29 -28
right_child=3 2 13 8 5 11 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 20 23 26 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0058611033443594354 -0.00017702640726457576 -0.00062399388142776767 -8.723471799622412e-06 0.0021642197876644786 0.0053371477137531022 0.0059083958148039538 0.006373218798495256 0.0055756993714327872 0.003346635783756418 0.0089625117884999193 -0.0012913315479333202 0.0050345230704316735 0.00061102978703349872 0.003881572741031339 0.0080548441359080403 0.0040846543237229955 0.0046972890493149561 0.00050561586995759322 -0.0064069950766861439 0.00041321569458684988 0.0081322858299491766 0.0093171430786605919 -0.0010487183335829865 0.0039322602146746504 0.010709936087951065 0.0052440575288047143 0.0064237527238905487 0.0056407466397753788 0.0024266576232469601 0.0045407701986380387
leaf_weight=40 37 22 23 22 108 20 196 38 28 37 21 26 97 233 83 76 30 31 20 36 59 40 22 103 20 34 1464 21 23 111
leaf_count=40 37 22 23 22 108 20 196 38 28 37 21 26 97 233 83 76 30 31 20 36 59 40 22 103 20 34 1464 21 23 111
internal_value=0 0.00575946 0.00459278 0.00233175 0.0030493 0.00352489 0.00565351 0.00330248 0.000285672 0.00602853 0.00460883 0.00215619 0.00154608 0.00353205 0.00614177 0.00547528 0.00705271 -0.000888397 -0.00220521 0.00606129 0.00516724 0.00620487 0.00340923 0.00591354 0.00507974 0.00726846 0.00631068 0.00233915 0.00623543 0.00629105
internal_weight=0 2732 512 389 288 251 256 60 101 2220 164 143 123 256 2056 143 67 73 51 1973 273 1700 62 216 157 54 1638 57 1598 1575
internal_count=3121 2732 512 389 288 251 256 60 101 2220 164 143 123 256 2056 143 67 73 51 1973 273 1700 62 216 157 54 1638 57 1598 1575
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 4 47 2 48 1 14 2 4 4 160 47 4 12 4 0 43 15 1 160 3 4 151 457
split_gain=15.2724 2.55055 1.45261 1.37452 0.905492 0.646913 0.484646 0.399036 0.372958 0.359286 0.350437 0.323511 0.260403 0.247925 0.236365 0.173432 0.147756 0.132447 0.132167 0.131961 0.128127 0.139322 0.107943 0.107475 0.327554 0.103082 0.408295 0.0977582 0.0939883 0.0901558
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.077845000000000011 0.40473500000000007 0.13082500000000002 0.14122000000000004 -0.015314999999999997 0.086920000000000011 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.0067750000000000006 -0.067824999999999983 0.090100000000000013 -0.036839999999999991 0.08401500000000002 -0.072334999999999997 0.14486500000000005 -0.080324999999999994 -0.23060499999999998 0.086920000000000011 -0.04016999999999999 -0.12018999999999998 -0.50940999999999981 -0.083294999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 18 4 5 17 11 -5 -6 13 10 -7 12 25 14 -4 19 -16 29 -2 -13 21 -12 -8 -22 28 26 -1 -27 -25 -3
right_child=1 2 8 6 7 9 22 -9 -10 -11 20 15 -14 -15 16 -17 -18 -19 -20 -21 23 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00052615370528370721 0.00083848765813836863 0.00052000644087207089 0.00043683443719591661 0.00075999581221105001 0.0007203797820736381 0.00053672765606856034 0.00050368177063134061 0.00044684950778660056 0.00048225757870968156 0.00055570263372817035 0.00081771167169518975 0.00067827918468152772 0.000952429293311216 0.00018762051598434989 0.00040396880175845297 0.00065045069039486683 0.00022149644468904265 0.0005281788886727758 0.00066146982066771567 0.00078633039331245358 0.00086187199751536052 0.00067654747205475965 0.00033274393921316252 0.00086908156520067029 0.00049052709569227576 0.0009613263607025146 0.00080356870007672516 0.00082245584947764029 0.00073481087277372777 0.00038091579467657824
leaf_weight=22 50 20 43 28 70 30 49 29 34 41 168 50 55 99 22 51 76 34 24 332 25 32 20 21 21 20 280 763 440 172
leaf_count=22 50 20 43 28 70 30 49 29 34 41 168 50 55 99 22 51 76 34 24 332 25 32 20 21 21 20 280 763 440 172
internal_value=0 0.000437647 0.00039522 0.000771164 0.00048388 0.000780601 0.000542424 0.000640255 0.000290059 0.000734352 0.000744291 0.000803476 0.000820806 0.000262831 0.000315638 0.000757849 0.00026246 0.000415379 0.000781076 0.000772188 0.000753098 0.000795125 0.000454135 0.000736519 0.000730018 0.000814134 0.00078336 0.000826003 0.000740927 0.000395404
internal_weight=0 673 599 2448 325 2351 97 99 274 778 737 1573 1140 240 141 433 98 226 74 382 707 200 69 507 482 1085 302 783 461 192
internal_count=3121 673 599 2448 325 2351 97 99 274 778 737 1573 1140 240 141 433 98 226 74 382 707 200 69 507 482 1085 302 783 461 192
is_linear=0
shrinkage=0.00196078


Tree=6831
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 2 0 2 2 2 1 14 0 49 12 49 13 4 4 1 50 52 150 1 1 1 475 3 16 15
split_gain=25.7096 3.30926 2.53944 1.72974 1.43156 1.39912 1.3099 0.803206 0.697 0.638674 0.616775 0.615363 0.387672 0.367359 0.307115 0.304278 0.295645 0.288504 0.261535 0.282512 0.258464 0.234831 0.209651 0.208973 0.198059 0.192277 0.174489 0.392493 0.179872 0.169823
threshold=0.10752500000000002 -0.059315 0.10045500000000002 0.27834500000000006 -1.0000000180025095e-35 0.14530500000000005 -0.13027499999999997 -1.0000000180025095e-35 0.10803500000000001 0.13501500000000002 0.094090000000000021 0.062655000000000016 -0.11173999999999999 -0.012034999999999999 0.09141500000000001 0.082865000000000008 -0.10664 -0.52556499999999995 -0.04890499999999999 0.13436000000000001 0.041865000000000006 -0.56176499999999996 1.0000000180025095e-35 0.13075500000000004 0.12000500000000001 0.12958500000000003 -0.076304999999999984 -0.11171999999999999 0.15891500000000003 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 7 22 24 25 16 -1 12 15 -2 17 -6 -8 -14 -10 -20 29 -18 -4 -5 -3 -9 -23 28 -28 -7
right_child=1 5 6 23 11 20 9 8 18 -11 -12 -13 14 -15 -16 -17 21 -19 19 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010023402325017041 0.00071064961307189039 0.00054558573992241155 0.00078654687064405615 0.00063736480187770786 0.00092130722691364196 0.00033209367645549936 0.00078553171502392452 0.00096679778367865315 0.00076909402275786689 0.00074208848120883245 0.00066477146987364215 0.0012462610094347002 0.0013196791928932203 0.001003857272004634 0.0010396246243288484 0.0011319192551097284 0.0011508986495790028 0.001093017875646048 0.000567352717219794 0.00033538405116939661 0.00046454002987037635 0.0010989156790753777 0.00059271314030815813 0.00041477745280941959 0.00033758240381163887 0.00070115869170894805 0.00065410060132397164 0.0009938758193461174 0.00091392404767645511 0.00014758803014296526
leaf_weight=38 20 24 45 50 107 34 27 22 20 47 46 81 22 92 509 35 35 1159 127 24 23 43 41 24 66 20 20 255 21 44
leaf_count=38 20 24 45 50 107 34 27 22 20 47 46 81 22 92 509 35 35 1159 127 24 23 43 41 24 66 20 20 255 21 44
internal_value=0 0.000581377 0.0010359 0.0007978 0.00106801 0.000481737 0.000915788 0.000548357 0.000613979 0.000958337 0.000817481 0.00107901 0.00107162 0.000951499 0.00107989 0.000973219 0.000983683 0.00109724 0.000558391 0.000530484 0.000281876 0.000997988 0.000694138 0.000565174 0.00039305 0.000840303 0.000982201 0.000965246 0.000787181 0.000228014
internal_weight=0 590 2531 186 1997 404 534 303 213 448 84 1913 1832 112 1690 142 401 1181 171 151 101 374 86 74 90 42 339 296 41 78
internal_count=3121 590 2531 186 1997 404 534 303 213 448 84 1913 1832 112 1690 142 401 1181 171 151 101 374 86 74 90 42 339 296 41 78
is_linear=0
shrinkage=0.00196078


Tree=6832
num_leaves=31
num_cat=0
split_feature=1 4 12 44 4 474 1 155 157 43 3 376 1 4 150 0 48 160 0 4 150 14 151 15 51 402 4 2 1455 1456
split_gain=0.492749 0.0811418 0.0584796 0.0653196 0.0648161 0.0871058 0.0645502 0.0519729 0.0501083 0.0497561 0.0483029 0.0463082 0.0378274 0.0360602 0.0360015 0.0346817 0.0346616 0.0564791 0.0345795 0.0341123 0.03353 0.0326222 0.0340604 0.0343369 0.0308098 0.030537 0.043527 0.0301884 0.0284088 0.0378953
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.10158500000000002 -0.081749999999999975 -0.080554999999999974 0.149315 0.080200000000000007 0.15471500000000002 0.053180000000000012 0.091105000000000005 -0.086074999999999985 0.092475000000000016 -0.059339999999999997 0.056435000000000006 -0.51253999999999988 0.094605000000000009 -0.47071999999999997 0.050660000000000004 -0.56368999999999991 0.10532000000000001 -0.0044849999999999985 -0.081984999999999988 0.12358500000000001 -0.24112999999999998 -0.14418499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 18 6 14 8 -2 -8 11 24 21 15 -6 25 19 -18 -1 -17 -12 -3 23 -23 27 26 -4 -10 -21 -30
right_child=1 12 13 -5 5 -7 9 -9 10 -11 20 -13 -14 -15 -16 16 17 -19 -20 28 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0090678918715012945 -0.0004988834927124637 0.0060277699523139747 0.013353704914069651 0.01023564416160486 0.0067956927942224984 -0.0017046980792656541 0.0055674804439689272 0.0092462941199879765 0.0063618339645867064 0.0016624673164436874 0.004097026968762899 0.0021507577758959752 -0.00091032160579093864 0.0057419047509427419 0.0023996160143897648 0.01038304925378826 0.00023658484043109987 0.006474504195787806 0.0048735237038084155 0.0099352817649820038 -0.00047238007313213669 0.0053257350188990436 0.0059391779797310432 0.0012836062706546782 0.0090966601014858296 0.007434076919154051 0.0077078366281865679 0.0021177127874190257 0.0030776555313163307 0.0068021404974117393
leaf_weight=61 21 25 22 29 165 20 59 22 83 73 42 33 35 242 21 27 21 47 29 28 26 24 22 169 31 537 36 21 28 1122
leaf_count=61 21 25 22 29 165 20 59 22 83 73 42 33 35 242 21 27 21 47 29 28 26 24 22 169 31 537 36 21 28 1122
internal_value=0 0.00337988 0.00666834 0.00564275 0.00533155 0.00469653 0.00509913 0.0045814 0.00418207 0.00340789 0.0045986 0.00550878 0.00216088 0.00689046 0.00629936 0.00703926 0.00674468 0.00454809 0.00771637 0.00686864 0.0023499 0.00260876 0.0022112 0.00178625 0.00632963 0.00766952 0.00984937 0.00550485 0.00678808 0.00671146
internal_weight=0 554 2567 457 428 338 318 279 257 132 236 168 275 2110 186 1868 1273 68 90 1205 68 240 215 193 135 595 58 104 1178 1150
internal_count=3121 554 2567 457 428 338 318 279 257 132 236 168 275 2110 186 1868 1273 68 90 1205 68 240 215 193 135 595 58 104 1178 1150
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=31
num_cat=0
split_feature=1 2 96 9 44 3 10 133 2 4 147 0 15 133 48 12 52 16 47 13 133 4 15 10 13 13 4 42 1455 2
split_gain=0.399127 0.0671636 0.0593268 0.0507947 0.0478276 0.0590984 0.0471791 0.0585706 0.0596911 0.0449479 0.0432544 0.0379548 0.0707099 0.036918 0.0378016 0.0365005 0.0562581 0.0353968 0.0335935 0.0318837 0.0324422 0.0311163 0.0480078 0.0346965 0.0291061 0.0277244 0.027702 0.027643 0.0256904 0.0277881
threshold=0.10920500000000001 0.13622000000000004 0.084000000000000019 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 0.10223 0.089980000000000018 1.0000000180025095e-35 0.042705000000000007 0.088610000000000008 -0.019414999999999998 -0.018314999999999994 -1.0000000180025095e-35 0.091840000000000019 -0.086254999999999984 -0.088204999999999992 -0.44310499999999992 0.11170500000000001 -0.086804999999999979 -0.0077049999999999992 -0.15764999999999998 -0.079929999999999987 -0.39840999999999999 -0.071554999999999994 0.27020000000000005 0.51388000000000011 0.090545000000000014 0.068185000000000009 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 9 7 8 18 15 17 12 -7 -10 24 16 -5 -11 27 20 -19 -3 23 -23 -15 -17 -25 -2 29 -21
right_child=1 21 -4 4 -6 11 -8 -9 13 10 -12 -13 -14 14 -16 25 -18 19 -20 28 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0019108178028060746 0.0090861029160970996 0.0049543098387816419 -6.3761537013625781e-06 0.008466334859840571 0.010159956392765578 0.0053711931411684916 0.00078705164616824021 -0.00012554132651227217 0.00015466065146028997 0.0068626961614868783 0.00074505820574069569 0.0066163022536784412 -0.0026463975174754687 0.0036456140791415238 0.0023702155315765629 0.006288123451815052 0.0021726664112956852 0.0048054560897466932 0.0043428888200485911 0.0067195557542525392 -0.00063089694650400249 0.0056298609497025609 -0.0025843728848192241 0.0020967104320103922 0.0077148627585325487 0.0092105653080524815 -0.001542799405609097 0.0053520582319657893 0.0081872739344835289 0.0038564745609090262
leaf_weight=30 55 22 37 20 28 22 36 24 25 103 22 20 22 32 54 1990 49 23 44 49 21 20 31 75 39 33 29 31 25 110
leaf_count=30 55 22 37 20 28 22 36 24 25 103 22 20 22 32 54 1990 49 23 44 49 21 20 31 75 39 33 29 31 25 110
internal_value=0 0.00304189 0.00379634 0.0060015 0.00604987 0.00600401 0.00421016 0.00461553 0.00502191 0.00608253 0.00503875 0.00300424 0.0013624 0.00366265 0.00436425 0.00625865 0.00399692 0.00532413 0.00659028 0.00462907 0.00221083 0.00143496 0.000935444 0.0018154 0.00588084 0.0063358 0.00108185 0.00774011 0.00520735 0.00473881
internal_weight=0 554 377 2567 2537 2509 340 304 280 2445 353 64 44 150 125 2092 69 331 130 228 44 177 155 124 71 2023 104 86 184 159
internal_count=3121 554 377 2567 2537 2509 340 304 280 2445 353 64 44 150 125 2092 69 331 130 228 44 177 155 124 71 2023 104 86 184 159
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=31
num_cat=0
split_feature=1 2 106 16 52 10 0 34 123 97 13 4 2 14 44 11 2 157 11 52 52 15 160 3 16 1429 0 150 474 52
split_gain=0.325147 0.0817892 0.0510781 0.0467102 0.109492 0.0421112 0.0704514 0.040932 0.0429618 0.0417403 0.0406139 0.0396805 0.0339786 0.0333503 0.0324472 0.032253 0.0345781 0.0312114 0.0300578 0.0321423 0.0297008 0.0290475 0.0293426 0.0283602 0.0338763 0.0281489 0.0279636 0.0354988 0.0270385 0.0261893
threshold=0.11829500000000003 0.10252500000000002 0.086340000000000014 0.40020000000000006 0.039215000000000007 -0.079859999999999987 -0.05208999999999999 -0.038779999999999995 0.12630500000000003 -0.079444999999999988 -0.28558999999999996 -0.033174999999999989 0.13622000000000004 0.076975000000000002 1.0000000180025095e-35 0.08740500000000001 -0.090999999999999984 -0.078754999999999978 0.075910000000000019 0.016565000000000003 0.10263500000000002 -0.077219999999999983 0.010565000000000001 -0.072624999999999981 0.51990500000000017 -0.091739999999999988 -0.070889999999999995 0.088985000000000009 0.032465000000000008 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 17 6 -2 9 10 -7 -9 -12 20 14 15 16 -1 -3 -15 -20 -6 26 -23 28 -25 -18 27 -19 -5 -22
right_child=5 3 -4 23 12 7 -8 8 -10 -11 11 -13 -14 18 -16 -17 25 21 19 -21 29 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00253553855534945 0.0023163965485496997 -0.00084568213485181325 0.0010967393927276135 0.0057895320716356349 0.0089255444931468971 0.0025570066335300606 -0.0051633545890217647 0.0012297615691750253 -0.0014206525188637899 -0.0036286164610646668 0.0076959220244100807 0.0035438006021136881 0.0019463982223533094 0.0048881637725841122 0.00957192277070135 0.0015283266827464106 0.008827823595385309 0.0033160619234267777 0.011168989508102339 0.006313991782255471 0.002904842716608463 0.0032815882718640861 0.0074285274504550872 0.0007076400289819999 0.0063941560237435625 0.0055765182197072757 -0.0012890765828120969 -0.0013109321511001327 0.0097866924945265062 0.0064641139779683457
leaf_weight=37 34 25 25 110 34 24 20 64 20 20 27 156 20 27 20 20 27 97 30 25 28 91 21 22 20 1935 23 20 20 79
leaf_count=37 34 25 25 110 34 24 20 64 20 20 27 156 20 27 20 20 27 97 30 25 28 91 21 22 20 1935 23 20 20 79
internal_value=0 0.00529998 0.00559043 0.0042782 0.00372984 0.00212384 -0.000453882 0.00257142 0.00303713 -0.00025464 0.00339809 0.00415641 0.00580371 0.00564339 0.00556387 0.00552417 0.00556415 0.00252445 0.00762073 0.00896217 0.00635084 0.00285879 0.00405914 0.00567461 0.0034155 0.00562126 0.0018985 0.00252512 0.00640448 0.00553272
internal_weight=0 2756 2146 610 438 365 54 311 267 44 247 183 161 2121 2039 2019 1999 277 82 55 141 252 112 172 42 1962 140 117 130 107
internal_count=3121 2756 2146 610 438 365 54 311 267 44 247 183 161 2121 2039 2019 1999 277 82 55 141 252 112 172 42 1962 140 117 130 107
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 2 0 1 4 12 15 150 4 47 3 4 157 4 0 15 1 0 4 16
split_gain=22.0962 3.51991 2.16386 1.94387 1.22929 1.03806 0.723423 0.642152 0.601829 0.592838 0.575732 0.408164 0.380358 0.490575 0.348988 0.314223 0.30572 0.289533 0.260817 0.170746 0.141678 0.139487 0.132946 0.124265 0.120672 0.139734 0.119925 0.117428 0.112932 0.108225
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14285500000000004 0.14838000000000004 -0.10607499999999999 0.085605000000000014 0.40945500000000007 0.09141500000000001 -0.097454999999999986 1.0000000180025095e-35 -0.52556499999999995 0.090100000000000013 -0.14847999999999997 0.0061450000000000003 -0.08107499999999998 0.022185000000000003 -0.15202999999999997 -0.03241999999999999 0.16175000000000003 0.14486500000000005 0.0082450000000000006 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 12 -6 -5 17 14 13 24 -4 18 -15 23 -14 -3 -20 22 -17 27 -1 -26 -13 -7 -22 -18
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 26 15 16 -16 21 29 -19 20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00097032921688229427 0.00084434751646520682 0.0003877884359278237 0.00042104941429590607 0.00076924413485579286 0.0007692413504892079 0.00083484037333175917 0.00051060784371223284 0.0010366564132522846 0.00043800547225948645 0.00044797125619995863 0.00053043042072186287 0.00014863645672136405 0.001088727574925695 0.00081756279867292009 0.00021634399692992584 0.00068195358711798314 0.0004234142000695654 0.00058393579141420126 0.0007182755452745101 0.00054052941195680069 0.00088538180982265856 0.00072519577601376701 0.00084170364010448999 0.00074640702105184238 0.00088806580873875842 0.00069942368860117707 -2.2461492047374712e-05 0.00068450066495069205 0.00079728029309296855 0.00062739670641866381
leaf_weight=25 71 191 45 34 71 217 37 79 30 63 39 63 23 21 111 21 20 27 21 33 1078 50 433 134 36 26 21 22 59 20
leaf_count=25 71 191 45 34 71 217 37 79 30 63 39 63 23 21 111 21 20 27 21 33 1078 50 433 134 36 26 21 22 59 20
internal_value=0 0.000431436 0.000382737 0.000832601 0.000491266 0.000843824 0.000255402 0.000863566 0.000670854 0.000560582 0.000757838 0.000216058 0.000856106 0.000760802 0.000275394 0.000864477 0.000625984 0.00078001 0.000881969 0.00041029 0.000877863 0.000823489 0.000834314 0.000794204 0.000855329 0.000808958 0.000105862 0.000821002 0.00088081 0.000525405
internal_weight=0 673 602 2448 325 2351 277 1912 101 97 439 240 1833 148 156 1685 61 400 1181 224 1158 504 454 373 87 62 84 239 1137 40
internal_count=3121 673 602 2448 325 2351 277 1912 101 97 439 240 1833 148 156 1685 61 400 1181 224 1158 504 454 373 87 62 84 239 1137 40
is_linear=0
shrinkage=0.00196078


Tree=6836
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 2 4 14 3 47 4 1 12 47 4 3 4 4 49 3 39 47 50 3 47 0 0
split_gain=29.6009 3.53254 3.07306 2.23643 1.71499 1.11363 1.07569 1.05252 0.9381 0.916159 0.542611 0.528857 0.504561 0.484607 0.473433 0.425612 0.39801 0.323281 0.417322 0.260902 0.25446 0.238321 0.235633 0.222803 0.218216 0.21574 0.197552 0.196521 0.196379 0.193648
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.36766000000000004 0.095330000000000012 0.40124500000000002 0.14285500000000004 -0.17966999999999997 0.076175000000000007 -0.11171999999999999 0.091680000000000011 0.022185000000000003 0.15964000000000003 0.13597000000000004 0.077555000000000013 -0.046564999999999988 0.092670000000000016 -0.0070899999999999991 0.033845000000000007 -0.069799999999999987 -0.013929999999999998 0.087735000000000021 0.090100000000000013 0.086295000000000011 -0.13309499999999996 0.090280000000000013 -0.10474999999999998 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 11 8 10 19 23 -6 20 -1 21 15 -7 26 17 -13 -19 -5 28 22 -11 27 29 -10 -8 -3 -4 -2
right_child=1 5 6 7 9 14 13 -9 25 12 -12 16 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078422557028799927 0.00072777138543116875 0.00066129045750524921 0.00095418105632358904 0.0011646229637197623 0.0011235884320335229 0.00039112692226893694 0.0012064578124121124 0.00063182071526361684 0.00023055459179765429 0.00063675322426198799 0.0013525314638402795 0.0011641286449548438 0.00096374094900943141 0.00093238097713036405 0.00011603693900336439 0.00084110681458013728 0.0012819903190521634 0.0010411690570584504 0.00074176379577414449 0.00095463042944864509 0.0010625051405622986 0.00061476759495303975 0.00090054479397200292 0.00058346276043676865 0.00077452030122150261 0.00050900676598151519 0.0010744812467512119 0.00091419862333033165 0.0011499070275843833 0.00054992582435701401
leaf_weight=26 29 21 20 46 28 141 50 29 23 23 47 58 31 118 29 28 32 96 22 45 152 76 30 28 27 20 341 27 1353 125
leaf_count=26 29 21 20 46 28 141 50 29 23 23 47 58 31 118 29 28 32 96 22 45 152 76 30 28 27 20 341 27 1353 125
internal_value=0 0.000600875 0.00108858 0.000749541 0.00093584 0.000446036 0.00111914 0.000957115 0.000591515 0.000796385 0.00114502 0.00104788 0.000739125 0.00104338 0.0003442 0.00107463 0.00108084 0.00104426 0.000985348 0.00106078 0.00113863 0.000685147 0.000786069 0.000722466 0.000611923 0.000360067 0.00109136 0.000803551 0.00114706 0.000583416
internal_weight=0 590 2531 301 422 289 2109 120 119 188 1572 234 160 537 170 419 208 176 118 91 1525 129 53 76 181 43 391 48 1373 154
internal_count=3121 590 2531 301 422 289 2109 120 119 188 1572 234 160 537 170 419 208 176 118 91 1525 129 53 76 181 43 391 48 1373 154
is_linear=0
shrinkage=0.00196078


Tree=6837
num_leaves=31
num_cat=0
split_feature=1 52 3 0 1456 160 48 15 14 16 1 15 2 2 4 11 160 41 15 0 11 3 52 15 151 16 2 16 484 2
split_gain=0.443197 0.109538 0.066631 0.0465314 0.0451831 0.0446612 0.0362639 0.0398934 0.0597997 0.0579325 0.0545941 0.0440423 0.0432644 0.03608 0.0471891 0.069722 0.0449761 0.0433947 0.034805 0.0341274 0.0499994 0.0592506 0.0311962 0.0271711 0.032795 0.0255503 0.0389469 0.0649877 0.0777977 0.0339237
threshold=0.10312500000000001 -0.42635499999999998 0.31370500000000007 0.18019500000000002 -0.049894999999999995 -0.24498999999999996 0.15372000000000002 -0.24436499999999997 -0.46166999999999997 -0.42170999999999997 0.13559000000000002 -0.14809499999999998 0.14960000000000004 0.10188000000000001 0.27044500000000005 1.0000000180025095e-35 -0.085764999999999994 0.079300000000000009 0.013270000000000002 -0.010949999999999998 0.082245000000000013 -0.049509999999999992 0.048770000000000008 -0.016799999999999995 1.0000000180025095e-35 0.0057500000000000008 0.084415000000000004 0.066275000000000014 -1.0000000180025095e-35 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 13 -3 -6 7 8 -7 -10 -11 -9 18 14 15 25 -17 -18 23 -15 21 -21 -4 24 -13 -1 27 28 -27 -28
right_child=1 2 22 -5 5 6 -8 11 9 10 -12 12 -14 19 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0067760824610496083 0.0070362144429921454 0.0078123007258400325 -0.00033600459413508465 0.0024956586096307326 0.0076719462599915758 0.0051058843768402645 -0.00091649843612685812 0.0086643462418578565 0.0028904432685829332 -0.0048700835052877672 0.001615103786914713 0.0036148181349744848 -0.00016287584695965054 0.0060646651756066277 0.0020930596934208138 0.005368234955875034 0.012175592615762178 0.007089667174965144 0.0068651635506440231 -0.0020071573132141073 0.0077122179837897419 0.0052518530951245973 0.0033648780836408737 0.00083854492384426561 0.0075789403189749768 0.0056949793687090279 0.0086423394226310957 0.0070621433414464049 -0.0029225288234143096 0.0057467323089323459
leaf_weight=1556 85 25 69 29 24 51 20 20 71 25 27 160 25 321 22 22 51 25 41 22 20 23 34 29 24 20 53 34 22 171
leaf_count=1556 85 25 69 29 24 51 20 20 71 25 27 160 25 321 22 22 51 25 41 22 20 23 34 29 24 20 53 34 22 171
internal_value=0 0.00366185 0.00321717 0.00647695 0.00366024 0.00345947 0.0032544 0.00343076 0.00222688 0.00103315 -0.00150277 0.00413134 0.00380639 0.00652583 0.00669857 0.00675043 0.00934998 0.0105026 0.00419707 0.00564155 0.00355199 0.001703 0.000885646 0.00368349 0.00413188 0.00661317 0.00576817 0.00381206 0.00118105 0.00643185
internal_weight=0 730 645 2391 542 517 493 473 174 123 52 299 279 2362 1976 1954 98 76 254 386 65 45 103 213 184 1856 300 76 42 224
internal_count=3121 730 645 2391 542 517 493 473 174 123 52 299 279 2362 1976 1954 98 76 254 386 65 45 103 213 184 1856 300 76 42 224
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=31
num_cat=0
split_feature=1 2 123 4 4 12 2 14 1 2 1 13 52 457 43 50 1 1 4 4 4 0 15 3 49 39 43 4 3 11
split_gain=11.9306 1.4459 1.33313 1.18906 0.756506 0.736106 0.556248 0.381308 0.358949 0.310627 0.293913 0.194548 0.176699 0.181492 0.242553 0.172795 0.143314 0.140124 0.145056 0.132416 0.118389 0.108791 0.102993 0.109333 0.0967991 0.0929896 0.103385 0.108297 0.0906824 0.0850535
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.36766000000000004 0.085055000000000006 0.13754500000000003 0.076175000000000007 0.09253500000000002 0.089885000000000007 0.13075500000000004 -1.0000000180025095e-35 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.086295000000000011 0.091450000000000017 0.12765500000000005 -0.0070899999999999991 0.024790000000000003 0.056795000000000005 -0.066089999999999996 -0.41942499999999994 -0.0025099999999999996 -0.078034999999999979 0.089790000000000023 0.05259500000000001 0.0052350000000000009 -0.097174999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 11 7 9 -4 16 -5 20 -11 25 -15 22 -1 18 -7 -13 -2 -18 -3 -24 -10 26 27 -14 -28 -9
right_child=1 15 8 10 -6 17 -8 29 24 12 -12 19 13 14 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00072196978030538784 0.00032370830674757479 0.00023441434279923234 0.0006381006653591423 0.0003729908239953159 0.0004382017311642113 0.0007355664960212178 0.00048131080557102339 0.00072818023429743674 0.00046663831177449198 0.00077558584260446599 0.00022176562933021692 0.00060413486535559186 0.00069866629369812129 0.00066757975125884177 0.00039022363151246004 0.00032782832650263499 0.0006816773181265248 0.00048300467542851784 0.00058148069543810044 0.00040085511871425965 0.0004915682409379552 0.00053352915084495592 0.00019260252159381029 3.2327628534308521e-05 0.00032758329676107399 0.00054034693648045919 0.00051194098853495833 0.00064113030881620021 0.00064465755053292532 0.00086842139854150663
leaf_weight=1128 70 37 34 120 45 48 46 23 38 53 84 28 423 27 22 27 206 21 46 22 21 21 30 36 39 22 23 179 142 60
leaf_count=1128 70 37 34 120 45 48 46 23 38 53 84 28 423 27 22 27 206 21 46 22 21 21 30 36 39 22 23 179 142 60
internal_value=0 0.000370795 0.000680421 0.000422397 0.000690059 0.000511389 0.000694831 0.000699048 0.000470301 0.000694225 0.000310722 0.000416433 0.000665788 0.000658844 0.000543053 0.000188204 0.000712924 0.000627812 0.000660163 0.000514692 0.000362445 0.000667972 0.000151604 0.00010518 0.000396208 0.000666035 0.00066964 0.000681558 0.000626158 0.000829559
internal_weight=0 590 2531 460 2420 256 2375 2329 111 2246 204 141 891 838 49 130 1355 115 94 50 91 227 103 66 77 789 767 602 165 83
internal_count=3121 590 2531 460 2420 256 2375 2329 111 2246 204 141 891 838 49 130 1355 115 94 50 91 227 103 66 77 789 767 602 165 83
is_linear=0
shrinkage=0.00196078


Tree=6839
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 4 2 14 15 16 457 10 2 9 52 12 1 13 16 150 42 42 52 3 2 39 51 16 49 3
split_gain=0.420158 0.102907 0.0642883 0.0649279 0.0486187 0.0439256 0.0422801 0.0394669 0.0560544 0.0673716 0.0588925 0.0343671 0.0318695 0.0358449 0.0352604 0.0398787 0.0537135 0.0301821 0.029594 0.0477955 0.0263193 0.0509334 0.0350617 0.0421594 0.066601 0.0321251 0.0253766 0.0281064 0.0317726 0.0249381
threshold=0.10293500000000001 -0.42635499999999998 0.14262000000000002 0.087770000000000015 0.13622000000000004 0.40124500000000002 0.092235000000000025 -0.46413499999999996 -0.24436499999999997 -0.42170999999999997 0.079590000000000008 -0.074314999999999978 0.11362000000000001 -1.0000000180025095e-35 -0.07278999999999998 0.096475000000000019 0.11103500000000001 -0.0060599999999999994 -0.45661999999999997 0.089910000000000018 0.075730000000000006 0.086375000000000021 -0.56368999999999991 -0.10217499999999997 0.10097500000000002 -0.046074999999999991 -0.16666999999999996 0.27252000000000004 0.10463500000000002 -0.098469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 -1 -3 9 -9 12 -4 13 -10 -15 16 -16 -12 -8 20 22 -22 -20 24 -24 -25 -27 28 -28 -23
right_child=1 2 11 -5 -6 -7 18 8 10 -11 17 -13 -14 14 15 -17 -18 -19 19 -21 21 29 23 25 -26 26 27 -29 -30 -31
leaf_value=0.006676834277221641 0.0068137362067566508 0.0076303989375726541 -0.002576722534881397 0.008937724972598848 0.0013729059627068411 0.0018905217907476156 0.0078379779828537718 0.0032284785779372149 0.0021855208862689326 -0.0026388994742384451 -0.0010814496874809265 0.0018472603570412974 0.0031661045922770758 0.0037516576302311332 0.0068666121946313443 0.0050994324496296825 0.013240737998858094 0.0032879855839784674 0.0091274511822987178 0.0013846197107341141 0.010326221181700629 0.0094161201408132916 0.0063915218566156298 0.001547433560481295 -0.00057721019256860016 0.0077326040305197245 0.006188939306928389 0.002148695311580713 0.0024820424034260216 0.0057610247822386948
leaf_weight=1582 88 26 22 22 97 22 64 65 24 28 25 87 66 38 39 46 20 43 21 26 30 20 24 20 32 50 161 26 27 280
leaf_count=1582 88 26 22 22 97 22 64 65 24 28 25 87 66 38 39 46 20 43 21 26 30 20 24 20 32 50 161 26 27 280
internal_value=0 0.00360503 0.00316927 0.00361719 0.00339079 0.00633822 0.00637963 0.00385682 0.0036078 0.00146196 0.0042708 0.000954346 0.00502646 0.00576169 0.00636188 0.00730654 0.00902733 0.00168158 0.0057776 0.00559369 0.00575207 0.00639756 0.005162 0.00491707 0.00240939 0.00541155 0.00570428 0.00523038 0.00565657 0.0060047
internal_weight=0 736 648 539 517 2385 2363 420 394 93 301 109 233 167 143 105 59 68 781 717 691 330 361 340 56 284 264 214 188 300
internal_count=3121 736 648 539 517 2385 2363 420 394 93 301 109 233 167 143 105 59 68 781 717 691 330 361 340 56 284 264 214 188 300
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=31
num_cat=0
split_feature=1 52 3 0 148 4 43 3 2 124 0 376 0 16 15 42 133 131 16 159 52 47 2 1375 474 474 474 51 49 3
split_gain=0.340358 0.0832245 0.0540633 0.0369862 0.0367357 0.0356348 0.034428 0.0360156 0.0344256 0.0325845 0.0311143 0.0307313 0.0288073 0.0438154 0.0400081 0.0279089 0.026883 0.0267499 0.0254746 0.0286857 0.0457115 0.0314268 0.0247534 0.0468422 0.0331329 0.0486836 0.0489274 0.0638518 0.0302827 0.0339793
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.22582000000000002 -0.095079999999999984 0.26790000000000008 -0.04890499999999999 -0.0096849999999999974 0.11474000000000002 -0.076779999999999987 -0.069954999999999976 0.048375000000000008 -0.10474999999999998 -0.25582999999999995 -0.41396999999999995 -0.0060199999999999993 0.091410000000000005 0.09031500000000002 -0.15241499999999997 -0.40873999999999994 0.14295500000000003 0.078345000000000012 0.087625000000000022 -0.090674999999999992 0.081755000000000008 0.08708500000000001 0.089165000000000008 -0.016074999999999996 -0.090734999999999982 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 9 -3 18 7 16 10 15 -8 -9 13 -4 -14 -1 -7 -2 -6 -20 21 -21 28 -24 -25 -26 -27 -28 -11 -30
right_child=1 2 12 -5 5 6 8 11 -10 22 -12 -13 14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.0059409590563862715 0.0071508404956414154 -0.0008634109582219805 0.00012016169073629296 0.0015230741440540269 0.0064260423031830514 0.0012968913035249299 0.0077232693147379905 -0.0036261025922034278 0.0022988919697057172 0.0092814497991154585 0.0028345693105264851 0.0016594951570203357 0.0022362694726325572 0.0058678096027246548 -0.0037128282728819892 0.0023332883406421354 0.0054691838343506275 0.0033017728030681616 0.0069687057957053189 0.002978438392046809 -0.0010388357858617037 0.0057858577858650728 0.0019872973687990849 0.005395802749237677 0.010327229757026277 0.0015238460875116289 0.0090673834988202941 0.0035735636025064571 0.0061482424989244911 0.002489155513019516
leaf_weight=37 65 21 36 21 43 47 30 22 78 30 23 22 20 21 26 51 23 25 25 123 21 59 37 983 34 20 56 34 1062 26
leaf_count=37 65 21 36 21 43 47 30 22 78 30 23 22 20 21 26 51 23 25 25 123 21 59 37 983 34 20 56 34 1062 26
internal_value=0 0.00323436 0.00283396 0.00570133 0.00323648 0.00340334 0.00252933 0.00125859 0.00363517 0.00573835 0.00560176 -0.000983304 0.000735356 0.00223772 -0.00112626 0.00385015 0.00266779 0.00608166 0.00419349 0.00377244 0.00337881 0.00388854 0.00581116 0.00548839 0.00560333 0.00701998 0.00599774 0.00699194 0.00614722 0.0060608
internal_weight=0 730 640 2391 537 516 245 114 131 2370 53 44 103 57 46 88 70 90 271 228 203 182 2282 1164 1127 144 110 90 1118 1088
internal_count=3121 730 640 2391 537 516 245 114 131 2370 53 44 103 57 46 88 70 90 271 228 203 182 2282 1164 1127 144 110 90 1118 1088
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=31
num_cat=0
split_feature=1 52 105 2 30 123 2 1348 52 132 2 133 13 133 13 43 133 151 393 16 48 12 14 12 4 15 52 0 1212 156
split_gain=0.275807 0.0677863 0.0480534 0.0757137 0.038504 0.0341304 0.0341115 0.0311421 0.0352648 0.0341474 0.0307071 0.038014 0.0449902 0.039948 0.0495025 0.0544825 0.0413507 0.0381287 0.0329549 0.0296536 0.0295644 0.0376324 0.0315111 0.0381852 0.0290719 0.0273498 0.0317395 0.0270032 0.0284532 0.0325099
threshold=0.10293500000000001 -0.42635499999999998 1.0000000180025095e-35 0.31358000000000003 0.099000000000000019 0.12630500000000003 -0.13033999999999998 1.0000000180025095e-35 0.19022000000000003 -1.0000000180025095e-35 0.089885000000000007 0.017095000000000003 -0.16152999999999998 0.088035000000000016 0.016935000000000002 -0.085594999999999991 0.085815000000000016 0.050660000000000004 0.086855000000000016 -1.0000000180025095e-35 0.14174500000000004 0.11734000000000001 -0.47071999999999997 0.10742000000000002 -0.17966999999999997 -0.07490999999999999 -0.037344999999999996 -0.14226499999999997 0.085650000000000018 0.11386000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 7 -1 8 9 -3 -8 12 -12 14 15 -13 -17 18 27 -15 21 22 -11 24 -24 -21 -27 -14 29 -29
right_child=1 2 -4 -5 -6 -7 10 -9 -10 20 11 13 17 19 -16 16 -18 -19 -20 25 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012146231591362846 0.0055238622616426182 -0.00084463111124932766 0.0073914442397654059 -0.0026705087233234999 -0.0015568676692921492 -0.0010611434451262044 0.005471395399226084 -0.00029544062272179872 0.0053674895576419192 0.0066628129306164664 -0.00017068019420232464 0.012780491100751202 0.0065335843435397169 0.005709384180010945 0.003810957088135183 0.0097281836803354647 0.0037317575097246015 0.00037822449762050223 0.00067593073250637168 0.0064133666018306307 -5.8411834119208925e-05 0.0067843621929309199 0.0064468416992736893 -0.0014822510129306465 0.0027664045608815349 0.0014812036096529858 0.0047356752426675223 0.0038072389569793023 0.0068844270618794281 0.0074242370612746869
leaf_weight=22 88 24 20 28 21 22 1393 28 62 22 23 22 70 202 30 23 23 23 21 33 29 28 23 20 321 58 62 312 41 27
leaf_count=22 88 24 20 28 21 22 1393 28 62 22 23 22 70 202 30 23 23 23 21 33 29 28 23 20 321 58 62 312 41 27
internal_value=0 0.00291964 0.00256598 0.0024123 0.0026495 0.00280206 0.00513409 0.00295465 0.00312668 0.00282918 0.00517058 0.00473859 0.0041526 0.00540737 0.00719468 0.00868749 0.00672997 0.00435388 0.00454803 0.00491397 0.00302821 0.00324443 0.00298764 0.00276552 0.00301248 0.00386381 0.00316268 0.00472872 0.00439625 0.00409532
internal_weight=0 736 648 628 600 579 2385 557 529 467 2363 970 517 453 98 68 46 494 471 355 443 414 386 364 344 153 120 450 380 339
internal_count=3121 736 648 628 600 579 2385 557 529 467 2363 970 517 453 98 68 46 494 471 355 443 414 386 364 344 153 120 450 380 339
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=31
num_cat=0
split_feature=4 3 9 4 0 457 0 44 42 1447 1446 149 3 10 123 4 1 2 1 2 12 43 0 3 42 15 1 16 157 1210
split_gain=0.224905 0.073915 0.0708481 0.0444359 0.0617746 0.0476577 0.046441 0.0444904 0.0444534 0.0620925 0.0540222 0.0419991 0.0415079 0.0413566 0.0386934 0.0311731 0.0311065 0.06842 0.0516477 0.0346444 0.0310137 0.0297467 0.0281451 0.0422451 0.0278808 0.0274632 0.0263818 0.0262347 0.0247073 0.0240856
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 -0.082249999999999976 -0.026509999999999995 0.31508000000000008 -0.086934999999999985 1.0000000180025095e-35 0.086135000000000003 -0.084549999999999986 0.083715000000000026 0.07770500000000001 -0.083489999999999995 -0.079859999999999987 0.083965000000000012 -0.083439999999999986 0.088135000000000005 0.08647500000000001 0.094090000000000021 -0.080614999999999978 0.085325000000000012 -0.040344999999999992 -0.15202999999999997 0.0051600000000000005 0.088465000000000002 1.0000000180025095e-35 0.11910500000000002 -0.061854999999999993 0.10891500000000003 -0.053799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 5 7 24 16 10 -10 15 13 21 -2 -1 29 22 19 -19 -18 -21 -11 -5 28 -4 -6 -15 -20 -24 -8
right_child=11 -3 3 4 25 -7 8 -9 9 12 -12 -13 -14 26 -16 -17 17 18 27 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023412590730004013 -0.0016054829764657486 0.0013568382533267142 0.0060529906313808828 0.0074241642726937665 -0.0021468928526155655 -0.00018295660953630103 0.0027591957413705486 0.0082555128961816545 -0.0018360292145405853 0.0040466061199549586 0.010152697774835608 0.005485486616297359 0.0013330930766339104 0.0029024295100525985 0.0033084147051138445 0.0079910704105928109 0.00045650277198070572 -0.0023923635346970212 0.0048923695711670699 0.0077163053979165857 0.0043765393591801462 0.0090254560392349966 0.004794779311601079 0.00017827065728072609 0.0092886888238258268 0.0030936367315007375 0.00097294379508098454 0.0015835173635209419 0.0025466422554945539 0.0051181441976725205
leaf_weight=22 39 75 89 37 20 22 49 31 21 30 22 28 30 132 27 34 21 24 37 30 380 20 1179 21 38 20 153 68 51 371
leaf_count=22 39 75 89 37 20 22 49 31 21 30 22 28 30 132 27 34 21 24 37 30 380 20 1179 21 38 20 153 68 51 371
internal_value=0 0.00445335 0.00453956 0.00460936 0.00436251 0.00444434 0.00528994 0.00449852 0.00490889 0.0030034 0.00531321 0.00176978 0.00427375 0.00144866 0.000771826 0.0050787 0.0044355 0.00381329 0.00179287 0.00441801 0.00462091 0.00603815 0.00470603 0.00462563 0.00702115 0.000473372 0.0018666 0.00274949 0.00470156 0.00484293
internal_weight=0 2769 2694 2645 1941 1901 704 1879 577 101 476 352 80 324 49 454 1848 560 129 431 410 50 1288 1251 127 40 285 105 1230 420
internal_count=3121 2769 2694 2645 1941 1901 704 1879 577 101 476 352 80 324 49 454 1848 560 129 431 410 50 1288 1251 127 40 285 105 1230 420
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 47 14 1 2 0 14 1 4 2 4 4 12 2 3 160 3 160 0 151 15 4 51 47 4
split_gain=12.3449 2.11531 1.28879 0.943113 0.752783 0.632797 0.441448 0.38527 0.334606 0.334087 0.289197 0.448862 0.528232 0.279995 0.27963 0.243033 0.226287 0.188567 0.14928 0.136511 0.131876 0.119244 0.0975733 0.0958645 0.0952223 0.0866053 0.0849033 0.0846686 0.0842955 0.0842248
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.13082500000000002 0.062655000000000016 0.093575000000000019 0.11474000000000002 -0.10607499999999999 -1.0000000180025095e-35 0.083345000000000016 0.0082450000000000006 0.14838000000000004 -0.065794999999999979 0.42051500000000003 0.088245000000000004 0.094835000000000017 0.076840000000000006 -1.0000000180025095e-35 -0.047929999999999993 -0.087429999999999994 0.051010000000000007 -0.088784999999999989 0.090455000000000021 0.23246000000000003 0.11144500000000002 0.090100000000000013 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 7 14 10 18 26 11 -1 -13 17 16 -7 -4 23 -5 -14 -18 -17 -15 -12 -3 -9 -6 -19 -26 -21
right_child=1 2 6 8 9 15 -8 25 -10 -11 13 12 19 22 -16 21 20 27 -20 29 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00087273399035135897 0.00070227530291851832 0.00046080074236527378 0.00037595492346069497 0.00073473018931580691 0.00068351267473553757 0.00038310534187725612 0.00045573593259931686 0.00089169073911035668 0.00042105880352893689 0.00037936466517064549 0.00074328653821877056 0.00069453061314465121 0.000328609497573423 0.00074569271037391589 0.00013443390244985892 0.00063486745498374773 0.00033128720332262001 0.00070330459088187368 0.00054952537146215979 0.0005981399844854306 0.00017468126593833062 0.0004740796929980123 0.00060969869839132068 0.00064374605571132862 0.000341112638846246 0.00076502412557601931 0.0005520540743676666 0.00063221515560684424 0.00047279109188766818 0.0004403141280846898
leaf_weight=25 76 40 55 27 51 21 37 49 60 26 805 85 20 24 84 114 29 807 44 26 72 21 131 39 170 36 30 70 21 26
leaf_count=25 76 40 55 27 51 21 37 49 60 26 805 85 20 24 84 114 29 807 44 26 72 21 131 39 170 36 30 70 21 26
internal_value=0 0.000393666 0.000355529 0.000690682 0.000436787 0.000699902 0.000256378 0.000708679 0.000528858 0.00057275 0.000703336 0.000628711 0.000589854 0.000710576 0.000225643 0.000579332 0.000274756 0.000717765 0.000619955 0.000466278 0.000219647 0.000609856 0.000630756 0.000738687 0.000373809 0.000838044 0.000634824 0.00069763 0.00035559 0.000519227
internal_weight=0 691 615 2430 338 2299 277 2143 131 107 2058 182 157 1876 240 156 156 1721 71 72 101 135 155 844 231 85 81 877 191 52
internal_count=3121 691 615 2430 338 2299 277 2143 131 107 2058 182 157 1876 240 156 156 1721 71 72 101 135 155 844 231 85 81 877 191 52
is_linear=0
shrinkage=0.00196078


Tree=6844
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 2 4 2 150 11 2 43 2 1 4 15 3 3 13 43 1 43 2 0 42 4 16 2
split_gain=9.27488 1.22094 0.969758 0.723352 0.553694 0.411007 0.390367 0.347112 0.342349 0.307852 0.224525 0.198049 0.193663 0.19114 0.188197 0.1811 0.164818 0.15953 0.144475 0.140123 0.257412 0.13499 0.12659 0.116668 0.193626 0.111694 0.095312 0.0787002 0.0751959 0.0748703
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.36766000000000004 0.092550000000000007 0.11362000000000001 0.40124500000000002 0.14285500000000004 0.09487000000000001 1.0000000180025095e-35 0.13501500000000002 -0.066504999999999995 0.087470000000000006 0.086105000000000015 -0.012509999999999999 -0.41396999999999995 0.095270000000000007 -0.10217499999999997 -0.0082249999999999979 -0.083134999999999987 0.14326500000000003 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 -0.14148999999999998 -0.036839999999999991 -0.074929999999999983 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 7 9 11 10 27 -3 13 19 16 14 -1 -13 26 -7 21 20 -4 -6 -19 25 -25 -2 -8 -5 -28 -21
right_child=1 5 6 8 18 17 12 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 22 -20 29 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00034907928326216733 0.00014957688426221508 0.00040403889775443417 0.00036775533050771743 0.00068055956628856179 0.00039489524788549304 0.00021699943003108721 0.00073150948449677113 0.00035945454908088367 0.00035160230819017522 0.00019643606027317301 0.00039566992569008684 0.00078694889979327427 0.00044544618292701528 0.00062336392791532882 0.00057234995729186209 0.0005978825307093791 0.00054986144694063382 0.00017812322938623717 0.00047748244740724438 0.00064826247701620652 0.00064545434214002102 0.0001929594930626598 -2.1576048061569225e-05 0.00051127325408437748 0.00033082142113806032 0.0003473638265511975 0.00064377724989776383 0.00055681002090091872 0.00058972293266201759 0.000612461069248203
leaf_weight=21 21 76 21 29 35 121 25 31 29 43 24 64 36 205 47 28 231 26 39 921 33 20 23 29 108 23 146 62 307 297
leaf_count=21 21 76 21 29 35 121 25 31 29 43 24 64 36 205 47 28 231 26 39 921 33 20 23 29 108 23 146 62 307 297
internal_value=0 0.000331672 0.00060467 0.000419073 0.000518868 0.000240642 0.000621838 0.00055689 0.000537124 0.000329023 0.000577498 0.000641554 0.000585743 0.000593482 0.000503399 0.000729407 0.000592866 0.000178776 0.000386195 0.000635199 0.00053746 0.000321464 8.43868e-05 0.000340807 0.000369019 0.000252966 0.000613649 0.000596247 0.000607144 0.000639533
internal_weight=0 590 2531 301 422 289 2109 328 120 119 297 1364 745 273 68 92 709 170 94 1272 54 55 49 181 137 44 478 91 453 1218
internal_count=3121 590 2531 301 422 289 2109 328 120 119 297 1364 745 273 68 92 709 170 94 1272 54 55 49 181 137 44 478 91 453 1218
is_linear=0
shrinkage=0.00196078


Tree=6845
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 4 132 0 14 45 4 43 16 160 51 2 0 4 13 12 475 150 0 16 4 4 130 0 157 0
split_gain=0.272839 0.0780038 0.0553171 0.0507759 0.0338381 0.0317038 0.0265494 0.0256651 0.0327227 0.025376 0.0270532 0.0367408 0.0455842 0.0994172 0.0452914 0.0569109 0.0464197 0.0446696 0.0457503 0.0369457 0.0355844 0.0412713 0.0644619 0.0341186 0.053879 0.0336121 0.0549374 0.0587506 0.0563072 0.0439371
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 -0.03898999999999999 0.090440000000000006 -0.0058249999999999994 -0.073114999999999986 0.081955000000000014 0.0061450000000000003 -0.00045499999999999995 0.052820000000000013 -0.080719999999999986 0.14122000000000004 0.094095000000000012 -0.067624999999999977 -0.52556499999999995 -0.15416999999999995 0.10227500000000002 -0.07675499999999999 0.09487000000000001 -0.11242999999999999 -0.076354999999999992 -0.036839999999999991 -0.068329999999999988 0.084355000000000027 -0.081784999999999983 -0.0048549999999999991 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 9 -5 -3 8 -4 10 11 12 14 -14 15 16 -1 -13 -19 -15 -12 22 -22 -17 -25 26 28 -28 -20 -27
right_child=1 2 7 5 -6 -7 -8 -9 -10 -11 20 17 13 19 -16 23 -18 18 25 -21 21 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.0058612466550839598 0.0060087387124673486 0.0026833783729452113 0.0048089166982444352 0.0076860751353066276 0.0010804646648466588 0.0039711292457385835 -0.00098298883642114346 -0.0013038148705769952 0.00087717977769397276 0.0085915469479831783 0.00031845474353758623 0.0090406150895763534 -0.00064832463976927102 0.0056568953306420445 0.002041349102546519 0.010874186942678396 0.0015799111867986191 -0.00024966530036181213 0.0085515446358305561 0.0014879203822298829 0.0072947629137585556 0.0015660107992470076 0.0041720618130583094 0.0045139166262323184 0.010150832356303 0.00085027141941954271 0.012529600374400617 0.0048647076403722164 0.0042109722950464442 0.0044769685587570931
leaf_weight=975 78 332 27 27 20 154 21 36 98 22 20 22 34 186 30 33 26 20 34 24 90 39 249 39 30 46 20 20 247 122
leaf_count=975 78 332 27 27 20 154 21 36 98 22 20 22 34 186 30 33 26 20 34 24 90 39 249 39 30 46 20 20 247 122
internal_value=0 0.00301018 0.00267365 0.00316351 0.00517619 0.00452529 0.00246527 0.00104886 0.00172643 0.00521137 0.00517913 0.00533556 0.00560806 0.00436824 0.00587507 0.00597934 0.00575004 0.00462891 0.00443823 0.00518044 0.00442918 0.00464668 0.0050011 0.00822957 0.00696475 0.00462996 0.00522975 0.00869715 0.00473617 0.00348394
internal_weight=0 773 695 534 2348 181 353 161 125 2328 2306 1908 1377 244 1133 1103 1001 531 509 210 398 378 339 102 69 489 321 40 281 168
internal_count=3121 773 695 534 2348 181 353 161 125 2328 2306 1908 1377 244 1133 1103 1001 531 509 210 398 378 339 102 69 489 321 40 281 168
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 2 1 11 2 1 1 4 43 1 12 4 3 12 13 2 16 49 0 52 157 11 16
split_gain=13.1776 2.1986 1.57949 1.05069 0.767577 0.564353 0.466039 0.426987 0.372903 0.338274 0.219273 0.202013 0.171948 0.155943 0.132724 0.11983 0.119435 0.130586 0.116404 0.111574 0.106196 0.103343 0.122531 0.0900207 0.0850092 0.0829368 0.0760562 0.0751402 0.088711 0.0841284
threshold=0.104035 0.13210500000000003 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.13082500000000002 0.40124500000000002 0.27834500000000006 0.089885000000000007 0.09253500000000002 1.0000000180025095e-35 0.14019000000000004 0.087135000000000004 0.15964000000000003 -0.013514999999999998 0.05259500000000001 0.086920000000000011 0.095780000000000018 -0.03898999999999999 -0.087319999999999995 0.092855000000000007 -0.0044799999999999987 0.10613000000000002 0.11346000000000002 -0.054319999999999993 -0.23194499999999998 0.056145000000000007 -0.0066899999999999989 0.08776500000000001 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 7 13 18 8 10 -5 12 21 25 26 15 27 17 -16 -4 -20 -17 -2 -23 -6 -11 -1 -3 -10 29 -29
right_child=1 5 6 9 23 -7 -8 -9 14 24 -12 -13 -14 -15 16 20 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00086949766266579724 0.0003572629022146512 0.00019789496726348066 0.0007344192293026018 0.00065403243112179097 0.00038417030412417195 0.00045371073441362726 0.00042187167360138782 0.00044097337762222569 0.00077640299453120938 0.00047738316313397368 0.00084936771268504538 0.00022268143017789533 0.00069583368964108131 6.4780232499504986e-05 0.00069512747346408784 0.00052188625515731666 0.00054216482028862753 0.00061743931806903347 0.00049474953293772526 0.00065825909865974966 0.00067815975424584624 0.00054322219454341111 0.00040007976827005057 0.00055459151492718065 0.00033049335108459494 0.00074185705034958708 0.00031377750843606024 0.00073581221886819372 0.0005815786221886382 0.00065614987913718652
leaf_weight=20 130 134 55 34 26 38 39 22 77 33 62 29 396 31 231 21 32 130 21 68 82 31 89 22 28 914 26 213 20 67
leaf_count=20 130 134 55 34 26 38 39 22 77 33 62 29 396 31 231 21 32 130 21 68 82 31 89 22 28 914 26 213 20 67
internal_value=0 0.000392578 0.000470447 0.000699448 0.000707672 0.000235482 0.000612008 0.000712822 0.000715462 0.000497311 0.000735387 0.000377595 0.000730073 0.000192065 0.000683693 0.000705569 0.000656974 0.000667151 0.000663503 0.000619678 0.000646298 0.000395565 0.000437058 0.00046228 0.000409958 0.00074459 0.000216726 0.000721763 0.000707739 0.00071675
internal_weight=0 691 462 2430 2335 229 183 2287 2265 95 1392 279 1330 191 873 480 393 361 144 89 103 250 120 48 61 934 160 377 300 280
internal_count=3121 691 462 2430 2335 229 183 2287 2265 95 1392 279 1330 191 873 480 393 361 144 89 103 250 120 48 61 934 160 377 300 280
is_linear=0
shrinkage=0.00196078


Tree=6847
num_leaves=31
num_cat=0
split_feature=1 1 12 12 2 4 47 1 4 14 2 2 4 13 2 16 4 4 457 12 160 1 3 4 4 475 0 49 15 1
split_gain=21.7194 3.4459 2.14144 1.73958 1.02594 0.816494 0.770255 0.750392 0.72744 0.625035 0.513223 0.422801 0.422285 0.242996 0.242526 0.235055 0.22167 0.209756 0.184214 0.273594 0.16764 0.164797 0.150799 0.147657 0.147484 0.125859 0.133803 0.12533 0.12309 0.11694
threshold=0.104035 0.12408500000000001 0.085055000000000006 -0.029094999999999999 0.13501500000000002 0.27834500000000006 0.12958500000000003 0.092845000000000025 0.40124500000000002 0.062655000000000016 0.089885000000000007 0.14285500000000004 0.27834500000000006 -1.0000000180025095e-35 0.094835000000000017 -0.040964999999999994 -0.008819999999999998 -0.49405499999999997 0.080930000000000016 0.086915000000000006 -0.067824999999999983 0.087135000000000004 -0.0025099999999999996 -0.013514999999999998 0.033845000000000007 -0.08230999999999998 0.062580000000000011 0.088340000000000016 0.090455000000000021 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 7 5 9 11 14 23 10 21 12 -3 -2 -1 -8 -15 -12 24 -20 -14 -5 -22 -4 25 -19 -27 -16 -11 -13
right_child=1 6 8 4 -6 -7 15 -9 -10 28 17 29 20 16 27 -17 -18 18 19 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00097089323009095607 0.00045327930762090293 0.00053431757679485155 0.00092603889382272971 0.00096004812276190407 0.00060406491739133181 0.00054894740877543542 0.00043697301615966454 0.00053891566600285329 0.00054915174862750775 0.0011569106397556277 0.00097684642199242968 0.00023989389074814457 0.00044996297115560075 0.0007656158594524159 0.00064057181254516238 0.00071436491691403915 0.00053618423990913877 0.00099253751316658251 0.00059522829846928884 0.00090446199644058148 0.00034650826592924513 0.00091199278031555699 0.00017515974754453911 0.00079350794946990194 0.00083364739377765238 0.00089604947616853212 0.00074850024312150246 0.00083366857648563655 0.0010070829604375785 7.4590994506016942e-05
leaf_weight=28 131 43 73 931 39 22 23 64 35 49 83 76 23 20 24 24 85 49 22 22 39 389 40 58 187 431 25 28 37 21
leaf_count=28 131 43 73 931 39 22 23 64 35 49 83 76 23 20 24 24 85 49 22 22 39 389 40 58 187 431 25 28 37 21
internal_value=0 0.00051223 0.000629632 0.000906196 0.000919363 0.000924835 0.000348922 0.000697167 0.000800269 0.000928552 0.000921962 0.000304311 0.000371345 0.000509608 0.000823768 0.00057862 0.000579886 0.000883404 0.000872866 0.000749845 0.000302641 0.000945886 0.00025975 0.000867361 0.000880688 0.000898107 0.00088796 0.000744547 0.00109245 0.000204107
internal_weight=0 691 402 2430 2286 2247 289 144 166 2225 2139 242 145 236 80 47 105 819 736 44 102 1320 79 131 692 505 456 52 86 97
internal_count=3121 691 402 2430 2286 2247 289 144 166 2225 2139 242 145 236 80 47 105 819 736 44 102 1320 79 131 692 505 456 52 86 97
is_linear=0
shrinkage=0.00196078


Tree=6848
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 4 11 49 11 1 457 124 11 1 1 1 51 1 1 133 0 49 12 12
split_gain=16.7284 2.88121 1.53234 1.05578 0.978519 0.866187 0.781047 0.632204 0.594147 0.492897 0.434121 0.425874 0.357592 0.225713 0.182142 0.172123 0.302195 0.160069 0.148659 0.147426 0.137564 0.134864 0.133787 0.159515 0.117707 0.122738 0.115054 0.113619 0.113157 0.108155
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.13501500000000002 0.10467500000000002 0.27834500000000006 0.089885000000000007 0.09253500000000002 -0.062539999999999984 1.0000000180025095e-35 -0.054984999999999992 1.0000000180025095e-35 0.088975000000000012 0.032140000000000009 -0.081214999999999982 0.082485000000000017 0.091450000000000017 0.12958500000000003 0.16175000000000003 -0.071649999999999978 0.11654500000000001 0.13075500000000004 -1.0000000180025095e-35 -0.026509999999999995 -0.054319999999999993 0.095780000000000018 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 5 17 8 20 9 12 -4 -9 19 -2 15 28 -17 -3 -16 -1 -7 -6 -13 -24 25 -5 -8 -12 -11 -14
right_child=1 4 10 24 21 7 26 11 -10 14 27 22 29 -15 18 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083015747350315442 0.00054104555173003989 0.00032352734761101668 0.00072041277611475637 0.00037090081502409543 0.00022298514028206622 0.00077049844755845904 0.00065373876057365989 0.00065609497299381331 0.00048143303954771284 0.00078798040861973676 0.00052186377740515459 0.00023577316698073005 0.001041005171586675 0.00074838855491756416 0.00098349661427075226 0.00075960434411947455 0.00046183461935131573 0.00016421447231265368 0.00080061443393526506 0.00077298464493167729 0.00055232383018615199 4.8479709398596223e-05 0.00045272214351639042 0.00032423289029983845 0.0003259104605116638 0.00055406512013627632 0.00046107329759707458 0.00035204548748726604 0.00073847720446434571 0.00087405805026783659
leaf_weight=1125 24 49 34 22 90 25 22 25 22 437 33 21 37 127 25 38 20 48 54 205 20 21 95 61 24 39 26 28 299 25
leaf_count=1125 24 49 34 22 90 25 22 25 22 437 33 21 37 127 25 38 20 48 54 205 20 21 95 61 24 39 26 28 299 25
internal_value=0 0.000441233 0.000786982 0.000617037 0.000350047 0.000401699 0.000796914 0.000463358 0.000802109 0.000805224 0.000542872 0.000416537 0.00082813 0.000715433 0.000768699 0.000759765 0.000656925 0.000244692 0.000858489 0.000821345 0.000673532 0.000189971 0.000382701 0.00040248 0.000442238 0.000488006 0.000549378 0.000443914 0.00076787 0.000973688
internal_weight=0 691 2430 236 455 344 2335 247 2287 2265 95 202 1392 151 873 794 58 97 79 1330 45 111 177 156 85 61 48 61 736 62
internal_count=3121 691 2430 236 455 344 2335 247 2287 2265 95 202 1392 151 873 794 58 97 79 1330 45 111 177 156 85 61 48 61 736 62
is_linear=0
shrinkage=0.00196078


Tree=6849
num_leaves=31
num_cat=0
split_feature=1 52 3 4 9 2 0 2 4 51 14 4 52 42 52 3 10 3 0 0 2 3 3 159 1 150 2 4 3 11
split_gain=0.430259 0.0974552 0.070017 0.0471401 0.0417147 0.0953838 0.0418663 0.040506 0.0363144 0.0451414 0.045093 0.043722 0.0324292 0.0318201 0.0393023 0.0429661 0.0314626 0.028389 0.0273054 0.0396202 0.0268296 0.0308846 0.047166 0.0283111 0.0392922 0.0368212 0.0315521 0.0271009 0.0267233 0.026309
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 -1.0000000180025095e-35 0.10276500000000001 0.024095000000000002 0.092235000000000025 -0.15764999999999998 -0.086719999999999978 -0.10708499999999999 0.51164000000000009 0.048770000000000008 0.093655000000000002 0.0031350000000000002 -0.023499999999999997 -0.0026549999999999994 -0.026224999999999995 -0.23194499999999998 -0.14794999999999997 0.15109000000000003 -0.14186499999999996 -0.10831999999999999 0.083870000000000014 0.084785000000000013 0.083340000000000011 0.10882500000000002 -0.00027999999999999998 -0.10831999999999999 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 16 6 28 29 -7 -10 11 -11 -4 14 15 -12 -3 -15 -17 -20 21 -9 -23 24 25 -24 -25 -26 -6 -1
right_child=1 2 12 -5 5 8 -8 20 9 10 13 -13 -14 17 -16 18 -18 -19 19 -21 -22 22 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.0067645844006333352 0.0067993809844160251 0.0028418315669775686 -0.00034884487049303194 0.0018843408769250595 0.010135572054423392 0.0070008102550425319 0.0019616438475038326 0.0079857760162495486 -0.0012763297874480487 0.0081103209580760446 0.00099391312072319654 0.0023192307869480413 0.0034244699126301224 0.0023250142004080983 -0.00077944205491803592 0.0027260420378297568 -0.0019416670722421259 -0.0018607880132129558 0.0099861517234239722 0.0045784265179896642 0.0024211498021724683 0.0016578966680054483 0.0058504482343151787 0.0086032960148578561 0.0049743397831462505 0.010229868323222036 0.0045537041258425096 0.00074326190709446871 0.0061699005181744572 0.0095370766706764712
leaf_weight=1549 90 44 69 22 20 22 21 74 25 32 35 22 34 43 20 32 20 26 20 42 21 26 479 74 41 20 26 24 113 35
leaf_count=1549 90 44 69 22 20 22 21 74 25 32 35 22 34 43 20 32 20 26 20 42 21 26 479 74 41 20 26 24 113 35
internal_value=0 0.00371825 0.00328497 0.00649196 0.00374305 0.00406725 0.00611107 0.00653475 0.00308058 0.0027902 0.00316396 0.00575099 0.000896715 0.00252314 0.00334529 0.00398478 0.00134699 0.000747755 0.00509841 0.00632285 0.00594737 0.00604429 0.00583608 0.00599968 0.00572473 0.00602598 0.0075504 0.0034121 0.00676624 0.00682585
internal_weight=0 730 640 2391 537 473 154 2369 319 297 272 54 103 218 149 129 64 69 94 62 785 764 690 664 564 499 100 65 133 1584
internal_count=3121 730 640 2391 537 473 154 2369 319 297 272 54 103 218 149 129 64 69 94 62 785 764 690 664 564 499 100 65 133 1584
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 40 12 11 12 13 52 3 4 4 484 150 151 1452 4 158 52 11 132 1 48 43 12 48 3 13
split_gain=0.34899 0.0874261 0.0585829 0.0465446 0.0406974 0.0374865 0.0304984 0.0353566 0.0458208 0.0365063 0.0308156 0.0500418 0.0416177 0.0736268 0.0368963 0.0326463 0.036838 0.0301318 0.0292818 0.0319906 0.0383498 0.0289653 0.0321813 0.0298676 0.0294637 0.0387881 0.0392471 0.0327359 0.0296289 0.0287528
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.24498999999999996 0.051255000000000002 0.11734000000000001 1.0000000180025095e-35 0.09320500000000001 -0.15416999999999995 -0.046924999999999988 -0.12018999999999998 0.0067750000000000006 0.056795000000000005 -0.09849999999999999 -0.013494999999999998 -0.085764999999999994 0.086765000000000023 -0.085594999999999991 0.086290000000000019 0.11125500000000001 0.084110000000000004 -1.0000000180025095e-35 0.11453000000000001 0.14174500000000004 -0.04890499999999999 -0.064509999999999984 0.10078500000000001 -0.014944999999999998 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 9 -9 -1 11 -11 15 -14 -12 -13 -17 -18 -16 -20 -21 22 -6 -23 25 28 -27 -28 -24 -4
right_child=1 2 29 4 21 -7 -8 8 -10 10 14 12 13 -15 18 16 17 -19 19 20 -22 23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0020775159057229756 0.006143572087988586 0.0073745337813826547 0.0022787252455098747 0.0070529719143031314 -0.00061857028933310959 0.0015547396964393557 0.0039586681592015506 0.0088121896386093631 0.0043414183430403718 0.0015463305171579123 0.0085950031811450386 0.0090278478910125071 8.5281366611727411e-05 0.0063566884240851959 0.0070527509626177425 0.0032331618808071924 0.0057593529626256803 0.0091889905443947231 0.0057352751415856657 0.0094143135137856014 0.0042331119067966936 0.0079019930051720654 0.0033659477618325933 0.003263081149863345 -2.8643414618507509e-05 0.0083967934473462048 0.0030902345854220757 0.0072142198357893067 0.001113323231210124 -0.0010897900158953336
leaf_weight=25 102 28 58 26 27 20 78 88 31 34 59 31 36 39 243 54 301 28 1211 50 20 23 130 35 31 21 118 23 106 45
leaf_count=25 102 28 58 26 27 20 78 88 31 34 59 31 36 39 243 54 301 28 1211 50 20 23 130 35 31 21 118 23 106 45
internal_value=0 0.0034159 0.00300126 0.00339916 0.00319303 0.00586561 0.00590265 0.00597004 0.00764753 0.00587636 0.00592146 0.00525596 0.00551389 0.00334641 0.00614133 0.00590655 0.00565391 0.00605124 0.00604634 0.00585542 0.00793397 0.00299778 0.00273005 0.00510265 0.0029408 0.00317209 0.00436363 0.00376294 0.00235418 0.000807044
internal_weight=0 773 671 568 540 2348 2328 2250 119 2131 2106 523 489 75 1583 414 383 329 1524 1281 70 514 456 58 429 398 162 141 236 103
internal_count=3121 773 671 568 540 2348 2328 2250 119 2131 2106 523 489 75 1583 414 383 329 1524 1281 70 514 456 58 429 398 162 141 236 103
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 43 483 1 4 4 44 4 3 3 1 13 3 1213 403 15 42 15 15 15 133 42 16 123 43 15 4
split_gain=0.285945 0.0772822 0.0681005 0.063174 0.0451049 0.0387321 0.0386302 0.0349795 0.0333219 0.0327052 0.0355556 0.0488346 0.0453814 0.0370808 0.0314551 0.0374717 0.0343004 0.0321991 0.0428109 0.065364 0.0568479 0.0905129 0.0443424 0.0726929 0.0422066 0.0301466 0.0296705 0.0295868 0.0286342 0.0295215
threshold=0.11829500000000003 0.078300000000000008 -0.096099999999999977 -0.078139999999999973 -0.11720999999999999 -0.070084999999999981 0.16773500000000005 1.0000000180025095e-35 0.053180000000000012 1.0000000180025095e-35 -0.49405499999999997 -0.13309499999999996 0.10893000000000001 0.10984500000000001 -0.083764999999999992 -0.15447499999999995 -0.082144999999999982 0.104315 0.085935000000000025 0.086665000000000006 0.088655000000000025 0.090615000000000015 0.081070000000000017 -0.022174999999999997 0.091545000000000015 -0.078464999999999993 0.085215000000000013 -0.085594999999999991 -1.0000000180025095e-35 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -2 26 14 10 -7 -12 28 25 15 -3 -16 18 22 -20 -21 -22 -17 -24 -23 -14 27 -6 -13 -30
right_child=6 8 3 5 7 9 -8 -9 -10 -11 11 12 13 -15 16 17 -18 -19 19 20 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00076566649866955619 0.0023695803940097385 0.010159770289266651 0.0052290074548218407 0.0093067662511020898 0.0039828373006977405 0.0069734698963875427 -0.001864242322904908 -0.0012385610798974671 0.0043285579966689403 0.0083447759971022606 -0.00013948810100555421 0.0045829765513069809 0.0030757292043528568 0.0047366747634954758 0.0067287672553351663 0.0061700412860394736 0.0050576462302411064 0.003783375213445607 0.012098303881274272 0.010421252485226703 -0.0002463564911687916 0.010694050064987758 0.0067387203934291999 -0.00016637015261597213 0.0043467549700289968 -0.0023491007147822532 0.005584055632352829 -0.0003256598524466107 0.0047951429120629378 0.0096705252442646911
leaf_weight=28 342 22 50 20 28 50 23 31 278 24 25 121 21 39 137 322 1187 61 28 27 22 22 30 31 20 20 25 37 23 27
leaf_count=28 342 22 50 20 28 50 23 31 278 24 25 121 21 39 137 322 1187 61 28 27 22 22 30 31 20 20 25 37 23 27
internal_value=0 0.00508132 0.00404316 0.00429204 0.00270249 0.00502667 0.00210279 0.00165848 0.00535143 0.00478209 0.00451981 0.0040753 0.0044951 0.00252923 0.00550039 0.00611106 0.00523056 0.00595285 0.00621647 0.0078732 0.00657317 0.00494976 0.00570172 0.00322958 0.00767153 0.000429471 0.00265635 0.00153031 0.00541481 0.00742785
internal_weight=0 2756 569 541 171 370 365 121 2187 350 326 276 251 80 1909 585 1324 563 502 119 91 64 383 61 42 41 90 65 171 50
internal_count=3121 2756 569 541 171 370 365 121 2187 350 326 276 251 80 1909 585 1324 563 502 119 91 64 383 61 42 41 90 65 171 50
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 1 0 49 1 2 34 4 4 4 12 4 131 15 4 3 16 0 4 13 48 0
split_gain=7.56746 1.24347 0.69124 0.623422 0.410215 0.31336 0.310672 0.267494 0.232635 0.210074 0.207313 0.328022 0.230486 0.195756 0.195676 0.1614 0.126989 0.116446 0.11061 0.126609 0.0995919 0.0982639 0.134067 0.0963127 0.08965 0.0838523 0.09417 0.0801172 0.0761309 0.0813424
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.09253500000000002 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.14285500000000004 -1.0000000180025095e-35 0.0082450000000000006 0.27834500000000006 -0.17966999999999997 0.087765000000000024 -0.51843499999999987 0.082750000000000004 -0.41942499999999994 0.015030000000000002 0.083060000000000009 -0.040964999999999994 -0.077259999999999981 -0.17966999999999997 -1.0000000180025095e-35 0.093265000000000015 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 13 -4 10 -6 -5 11 12 -1 14 -3 18 -16 -2 19 -12 21 -15 -23 -14 -7 -21 -27 -18 29 -20
right_child=1 5 6 9 8 24 -8 -9 -10 -11 15 -13 23 20 16 -17 27 -19 28 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00054202667019224743 0.00045351387385059801 0.00011822448459033872 0.00051946287932530381 0.00050688983180754597 0.00050657690590322788 0.00026747298233198338 0.00030626326030415202 0.00067232308834329856 0.00034835843669972629 0.00031454803701100987 0.0007319453884573544 0.00064690218502733881 0.00024262121348988774 0.0001699013025969005 0.00036708508101535438 0.0004813005288503487 0.00017303321391643045 0.00029724544818959667 0.00057419372264571147 0.00058357228906055802 0.00023508356482374902 0.00013337765597219866 -7.4055032485036872e-05 0.00040560697649191915 0.00043878365015866707 0.00056767691584194409 0.00040067616122079982 0.00032078709182034685 0.00047617812555277684 0.00053367416738661264
leaf_weight=42 20 45 129 34 426 23 33 76 39 61 21 35 20 29 36 95 43 220 377 666 20 23 25 46 24 34 21 21 52 385
leaf_count=42 20 45 129 34 426 23 33 76 39 61 21 35 20 29 36 95 43 220 377 666 20 23 25 46 24 34 21 21 52 385
internal_value=0 0.000306544 0.000377069 0.00053909 0.000545425 0.000208443 0.000476033 0.000558385 0.000493307 0.000383386 0.000553558 0.000481937 0.000428477 0.000179989 0.000225601 0.000559761 0.00027392 0.000310268 0.000564551 0.000581867 0.000111805 7.9785e-05 2.53398e-05 0.000356217 0.000354951 0.000577496 0.000503913 0.000221515 0.000548768 0.000553721
internal_weight=0 691 402 2430 2335 289 162 1870 465 95 1794 143 108 242 145 1651 100 240 1556 742 97 77 48 66 47 721 55 64 814 762
internal_count=3121 691 402 2430 2335 289 162 1870 465 95 1794 143 108 242 145 1651 100 240 1556 742 97 77 48 66 47 721 55 64 814 762
is_linear=0
shrinkage=0.00196078


Tree=6853
num_leaves=31
num_cat=0
split_feature=4 2 1 457 1 13 12 40 43 0 49 48 16 3 4 14 0 12 51 483 51 133 133 403 402 403 402 52 0 52
split_gain=0.271655 0.0863737 0.0506401 0.0772204 0.040221 0.0362029 0.0463231 0.0411674 0.0352463 0.0317791 0.0316727 0.0371994 0.0512443 0.0312179 0.0320033 0.0308773 0.0299828 0.0293698 0.034961 0.0293354 0.0270246 0.0259177 0.056169 0.0481721 0.0347603 0.0425814 0.036547 0.0320765 0.0309198 0.0294906
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 0.079590000000000008 0.13075500000000004 -0.14819499999999997 -0.010834999999999999 -0.0061149999999999998 0.084740000000000024 0.024095000000000002 -0.046019999999999998 0.12118000000000002 -0.42170999999999997 -0.017889999999999996 -0.00027999999999999998 -0.46413499999999996 -0.036484999999999997 0.10463500000000002 0.088785000000000017 0.093585000000000015 0.045645000000000005 0.11524500000000001 0.12330000000000001 -0.5492149999999999 -0.088779999999999984 -0.53101999999999994 -0.43418999999999991 0.086450000000000013 -0.083264999999999992 0.10160000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 5 8 -4 7 20 10 16 -2 12 -12 -5 -15 -14 19 18 -3 -6 -7 -1 -23 -24 26 -26 29 -28 -27 -25
right_child=4 17 3 13 9 6 -8 -9 -10 -11 11 -13 15 14 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 28 27 -29 -30 -31
leaf_value=0.0054693712154447243 -0.0001701913866175649 -0.0029749089921824634 0.0022291093804974564 -0.0013475269619375469 -6.0058250913725181e-05 0.0054045084430836138 0.0053157232736098965 -0.00056554282270371921 0.0069084880687296391 -0.002415872204045837 0.005410217611872787 -0.00086051326710730788 0.003347517769173559 0.0045567270601168273 0.00017090701065691457 -0.001759925507940352 0.0049752912111580378 0.0038934374583186587 0.0024597977087351271 0.004196574014931685 0.0010551123111508787 0.00031876544196469091 0.0088062754532854479 0.0062908356163124722 -0.0011118852801155299 0.0067052226000149477 0.0047904943581670526 0.010163467903621496 0.0024727483256962541 0.0016589041699522308
leaf_weight=1657 36 20 53 25 85 50 530 25 20 26 76 20 29 41 28 20 20 40 29 20 20 30 28 27 20 28 20 25 45 28
leaf_count=1657 36 20 53 25 85 50 530 25 20 26 76 20 29 41 28 20 20 40 29 20 20 30 28 27 20 28 20 25 45 28
internal_value=0 0.00494765 0.00504942 0.00436605 0.00199832 0.00473844 0.00495124 0.00291778 0.00292482 0.000765031 0.00248463 0.00314376 0.00378445 0.00168003 0.00277697 0.00126285 0.00142666 0.00188285 0.00024155 0.000750729 0.00416182 0.00532593 0.00437896 0.00493012 0.00436778 0.00297615 0.00566198 0.00777548 0.00409616 0.00393276
internal_weight=0 2769 2680 772 352 678 625 95 201 151 181 145 125 94 69 49 125 89 49 105 70 1908 251 221 193 93 100 45 73 55
internal_count=3121 2769 2680 772 352 678 625 95 201 151 181 145 125 94 69 49 125 89 49 105 70 1908 251 221 193 93 100 45 73 55
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 34 2 97 10 4 0 12 43 3 2 48 16 149 14 0 14 2 2 133 403 16 51 133
split_gain=0.220833 0.063354 0.0529899 0.0551864 0.0528769 0.0437855 0.0363252 0.0309802 0.0474918 0.0361435 0.0338399 0.0309602 0.0325302 0.0306356 0.0317845 0.0322318 0.0332146 0.0290832 0.0292635 0.0278021 0.0259543 0.0777379 0.0512277 0.0256915 0.0452358 0.0255467 0.0337209 0.0338617 0.0288397 0.0386436
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078654999999999989 0.11924500000000002 -0.038779999999999995 0.116525 -0.079444999999999988 0.10223 1.0000000180025095e-35 -0.10011499999999998 0.099815000000000015 -0.073404999999999984 -0.075359999999999996 0.09142500000000002 -0.024949999999999996 -0.16075999999999999 0.078320000000000015 -0.41790499999999997 -0.019414999999999998 -1.0000000180025095e-35 -0.0091949999999999983 0.097070000000000004 -0.0077049999999999992 -0.084674999999999986 0.41553500000000004 -1.0000000180025095e-35 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 17 9 10 -2 -9 23 -13 19 15 16 -15 -7 -19 -3 -10 22 -22 -5 -25 -16 -27 28 -28 -30
right_child=7 13 -4 4 -6 6 -8 8 20 -11 -12 12 -14 14 25 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0010697708546143511 0.0021856749008986212 0.0048039071918459667 -0.00089006269296917787 0.0011627321061831409 0.0083316128163670126 0.0021975452098750362 0.0021859406740545777 0.0050261497647586797 0.0037619592424369221 -0.0036143270405856048 0.00068263577219719693 -0.0027755715047186689 0.002516136135762701 0.0061910851074534722 0.0044608112771482187 0.0082971537440943606 0.0025275593252154071 0.0072307797985289388 0.0046128325841980804 0.0075732908010281421 0.0051206124334355757 -0.0049921084372770222 0.00052276617797041263 0.0082634816567103073 0.0026621676250057217 0.0049993907315404838 -0.0026721234014257791 0.0051369219231197525 -0.0019729332244467169 0.003138857762329281
leaf_weight=23 21 1789 26 38 26 38 66 71 33 22 24 21 26 49 98 26 50 54 204 37 31 21 111 21 46 37 20 21 21 50
leaf_count=23 21 1789 26 38 26 38 66 71 33 22 24 21 26 49 98 26 50 54 204 37 31 21 111 21 46 37 20 21 21 50
internal_value=0 0.00444471 0.00352367 0.0037275 0.00393183 0.00370928 0.00430734 0.00172365 0.00209387 -0.000781768 0.00392884 0.00228493 0.000151756 0.00469152 0.00386438 0.00516374 0.00434082 0.00478036 0.00516078 0.00486002 0.00120447 0.000686698 0.00152652 0.00323978 0.0044178 0.00320681 0.00238202 0.00151736 0.000682075 0.00162692
internal_weight=0 2787 589 563 540 514 362 334 291 43 95 152 47 2198 372 125 99 296 258 1826 196 163 142 105 67 247 149 112 91 71
internal_count=3121 2787 589 563 540 514 362 334 291 43 95 152 47 2198 372 125 99 296 258 1826 196 163 142 105 67 247 149 112 91 71
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 9 44 4 130 43 1375 1375 3 15 1 52 160 49 4 43 12 0 13 3 16 1375 2 151 43 150
split_gain=0.185607 0.0609472 0.0482551 0.0401379 0.0459601 0.0349973 0.0346994 0.0363476 0.0416599 0.0382601 0.0746674 0.073451 0.0422818 0.0761339 0.0433638 0.0402089 0.0495374 0.0397715 0.0477382 0.0430607 0.0348168 0.0379265 0.0501339 0.0327459 0.031841 0.0448388 0.0435517 0.0423913 0.0397413 0.031446
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10620500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.073934999999999987 -0.082104999999999984 -0.082689999999999986 -0.15308499999999997 -0.15308499999999997 -0.094299999999999981 0.082685000000000022 0.083345000000000016 -0.085984999999999992 -0.52641999999999989 0.12595000000000003 0.056795000000000005 -0.08231999999999999 0.11650500000000001 -0.089269999999999988 -0.117405 0.42240500000000009 0.11346000000000002 0.083945000000000006 0.088850000000000012 -0.085489999999999997 -0.092909999999999979 0.098740000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 23 -5 -1 7 20 -9 10 -10 -11 13 14 -13 24 -17 19 -19 -14 21 22 -7 -2 25 27 -26 -12 -28 -21
right_child=3 -3 -4 4 -6 6 -8 8 9 11 15 12 17 -15 -16 16 -18 18 -20 29 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0014131174508846649 0.0013822965689314515 -0.00024191973392258994 0.0013467384287015728 0.0046008878664089269 0.00010864514915738256 0.0022182663003067404 0.0071953591063471621 0.00026154628576477993 0.010087092597192775 -0.0012350357528175078 0.0026264276962527739 0.0019395708795636891 -0.00030147531255021357 0.0064566763490438474 -0.004147818370256573 0.0080320759716889147 0.0031790642674474757 -0.0020605194595797612 0.00396877097303112 0.0040539389678853422 0.00046243360266089444 0.0044727629305849649 0.007580770583687506 -0.0025567977446252885 0.0074152425305718294 0.010791822420221499 0.0045848778423828052 0.0077543296973760197 -0.00086171216819257959 0.0072057337457822127
leaf_weight=46 256 33 63 79 32 22 38 32 24 31 28 25 22 20 22 23 246 24 29 777 20 943 84 23 28 22 37 38 21 33
leaf_count=46 256 33 63 79 32 22 38 32 24 31 28 25 22 20 22 23 246 24 29 777 20 943 84 23 28 22 37 38 21 33
internal_value=0 0.00402958 0.00408182 0.00169746 0.00330583 0.00414722 0.00419579 0.00415111 0.00383052 0.00390929 0.00465455 0.00355523 0.00371122 0.00128912 -0.000909845 0.00436023 0.00359401 0.00389459 0.00123853 0.00406378 0.00459556 0.00467436 0.0064678 0.00105757 0.0055448 0.0068821 0.00417641 0.00557886 0.00261284 0.00418235
internal_weight=0 2731 2698 390 111 2635 2589 2551 1482 1450 467 983 952 67 47 443 269 885 53 832 1069 1049 106 279 174 88 86 66 58 810
internal_count=3121 2731 2698 390 111 2635 2589 2551 1482 1450 467 983 952 67 47 443 269 885 53 832 1069 1049 106 279 174 88 86 66 58 810
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 47 13 130 160 16 52 1 2 1 52 13 1 49 12 12 42 12 133 3
split_gain=13.9472 2.32267 1.38932 1.18592 0.962991 0.628269 0.479872 0.469696 0.382846 0.374799 0.312842 0.232941 0.180809 0.185972 0.327329 0.180944 0.164519 0.146931 0.245527 0.125903 0.108135 0.10853 0.105052 0.101257 0.0985308 0.0947314 0.0909057 0.0896334 0.109731 0.0994683
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.27834500000000006 0.09253500000000002 0.089885000000000007 0.13082500000000002 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.016164999999999995 -0.56176499999999996 0.088975000000000012 0.09678500000000001 0.16175000000000003 -0.068719999999999989 -0.016469999999999995 0.090540000000000023 -0.053364999999999996 -0.094384999999999983 0.096475000000000019 0.099210000000000007 0.095780000000000018 0.032270000000000007 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 25 8 10 -5 22 19 24 -14 -15 -16 -12 27 -19 20 -4 -22 -1 -11 -3 -6 -26 28 29 -18
right_child=1 2 11 9 6 -7 -8 -9 -10 23 16 -13 13 14 15 -17 17 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00076881086190980924 0.00073907545953220131 0.00042212546843793777 0.00011182117064063456 0.00068161104115063481 0.00075174158412592883 0.00051812482545048825 0.00040075872901498399 0.00088869802485090556 0.00048194085007098483 0.00049588827646177393 0.00083062898009213693 0.00042168112501265515 0.00025567863711758575 0.00063273780858456364 0.00044952976820863489 0.00023936443309100514 0.00060084312711524172 0.00044222444828067502 0.00070088211849596857 7.9946953075557152e-05 0.00021734047431599203 0.00036231494044036905 0.00072358080711282117 0.00033505095916982135 0.00033234076383092086 0.00061448806275924046 0.00019495918435408151 0.00068785966172621199 0.00076176445910923843 0.00071794630119613565
leaf_weight=1092 76 39 25 34 29 48 40 84 22 34 43 21 20 31 63 21 33 21 43 27 75 27 241 27 117 58 22 301 227 180
leaf_count=1092 76 39 25 34 29 48 40 84 22 34 43 21 20 31 63 21 33 21 43 27 75 27 241 27 117 58 22 301 227 180
internal_value=0 0.000415694 0.000375732 0.000731397 0.000434506 0.000740134 0.000578513 0.000744794 0.000739307 0.000516646 0.000741903 0.000227957 0.000376075 0.000430189 0.000460538 0.000396988 0.00071246 0.000706148 0.00061601 0.00020154 0.00022739 0.000255716 0.000760633 0.000424698 0.000335033 0.000660239 0.000310597 0.000713933 0.00073177 0.000699804
internal_weight=0 691 615 2430 440 2335 127 2287 2203 95 2181 175 313 135 115 84 848 805 64 154 127 102 1333 61 178 87 139 741 440 213
internal_count=3121 691 615 2430 440 2335 127 2287 2203 95 2181 175 313 135 115 84 848 805 64 154 127 102 1333 61 178 87 139 741 440 213
is_linear=0
shrinkage=0.00196078


Tree=6857
num_leaves=31
num_cat=0
split_feature=4 2 52 159 15 3 13 15 0 15 2 43 4 0 16 4 15 130 159 3 0 2 147 147 3 133 49 2 47 3
split_gain=0.192846 0.0620523 0.0362972 0.0418007 0.0361764 0.053542 0.0525253 0.0496499 0.0545693 0.0710169 0.0525713 0.0393806 0.0334874 0.0640488 0.0761312 0.0429215 0.0722509 0.0363389 0.0351679 0.0310627 0.0338204 0.0308726 0.0303059 0.0303406 0.0330472 0.0297294 0.0280279 0.0304125 0.0294474 0.0278104
threshold=0.26450500000000005 0.13622000000000004 0.039215000000000007 0.10620500000000001 0.040760000000000005 -0.15447499999999995 0.073000000000000023 -0.14601999999999996 -0.11173999999999999 -0.015039999999999998 0.086100000000000024 -0.50775499999999985 -0.49405499999999997 -0.075934999999999989 0.40020000000000006 -0.17966999999999997 -1.0000000180025095e-35 0.10269000000000002 -0.22563499999999997 -0.0069549999999999994 -0.13843999999999998 0.16394500000000004 0.096265000000000003 0.088610000000000008 -0.13927999999999999 0.087435000000000013 0.09567500000000001 0.092875000000000013 0.09055500000000001 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 21 -4 7 6 -6 26 9 10 -9 -10 -13 17 15 -15 18 -14 -17 20 -7 22 23 24 -2 -20 28 -28 -1 -12
right_child=2 -3 3 -5 5 19 -8 8 11 -11 29 12 13 14 -16 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0089988455138597136 0.0038426023699382008 0.0019476815512585377 0.0045781639597937355 0.00029401584542938509 0.011595790468114006 0.00058787517694079065 0.0045149890426546338 0.0070923361677193535 -0.00024715224280953408 -0.0021602008702053181 0.0013379921358673049 0.0056607061522155411 0.0046500737713710714 0.004621122707612813 0.0044469271704791159 0.005614711462443335 -0.0030034935910646854 0.00051672366045584731 0.0026528466888856585 0.0070188866350799801 0.0045512634055599153 -0.0017701848890752563 0.0045017559682169273 -0.0022749521051477844 0.00081797981625167685 -0.00090355937485583123 0.0013363495128335976 0.0064250326654671334 0.0052930717210413203 0.0045389193575829266
leaf_weight=37 48 118 79 32 22 22 20 27 21 31 95 126 641 36 162 22 38 22 57 50 1008 31 31 23 146 40 24 23 51 38
leaf_count=37 48 118 79 32 22 22 20 27 21 31 95 126 641 36 162 22 38 22 57 50 1008 31 31 23 146 40 24 23 51 38
internal_value=0 0.00419077 0.00181361 0.00334309 0.00429207 0.004721 0.00822398 0.00396929 0.00378721 0.0022205 0.00306926 0.00404408 0.00412285 0.0039325 0.00284852 0.00150685 0.000792744 0.00451292 0.00200499 0.00458477 0.00446661 0.00120511 0.00157702 0.0011592 0.00156634 0.00118629 0.00579816 0.00382656 0.00685118 0.00225254
internal_weight=0 2731 390 111 2613 1122 42 1491 1356 191 160 1165 1144 1018 355 193 157 663 119 1080 1030 279 248 217 194 97 135 47 88 133
internal_count=3121 2731 390 111 2613 1122 42 1491 1356 191 160 1165 1144 1018 355 193 157 663 119 1080 1030 279 248 217 194 97 135 47 88 133
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=31
num_cat=0
split_feature=1 52 4 1 12 2 2 3 2 11 2 42 4 3 11 1 3 457 1 2 0 14 41 49 3 14 13 12 4 39
split_gain=24.9306 3.18193 2.36687 2.15254 1.88609 1.21571 1.13881 0.767261 0.747095 0.707236 0.736055 0.659668 0.580429 0.425209 0.365943 0.276341 0.26841 0.261646 0.237946 0.329856 0.205971 0.168659 0.151342 0.144686 0.13758 0.134886 0.130992 0.152001 0.133674 0.126844
threshold=0.10752500000000002 -0.40306999999999998 0.27834500000000006 0.12408500000000001 -0.029094999999999999 0.10045500000000002 0.13712500000000002 -0.022174999999999997 0.17025000000000004 1.0000000180025095e-35 0.092120000000000021 -0.0060199999999999993 0.40945500000000007 0.30112000000000005 0.079300000000000009 0.09253500000000002 0.12745000000000004 0.080930000000000016 0.087135000000000004 0.085730000000000015 -0.23194499999999998 0.07913000000000002 0.077300000000000021 -0.045154999999999994 -0.12018999999999998 -0.46596499999999991 -0.117405 0.095780000000000018 -0.0070899999999999991 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 7 9 -3 12 10 18 29 13 16 -11 -13 -5 26 20 -20 -6 22 -16 -4 -22 -14 -12 -28 -29 -1
right_child=1 3 23 8 6 -7 -8 -9 -10 14 17 15 25 -15 21 -17 -18 -19 19 -21 24 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0010075965677114095 0.00097421248124555579 0.00089749048766194081 0.00046479311131195219 0.00048315464248850312 0.0012094335729668454 0.00048872927936005118 0.00064530034840993113 0.00054364495855920459 0.00013787480404792583 0.0012867704244870245 0.00078665612730731947 0.00082574092133455915 0.00046135473685959973 0.00028253544068857097 0.0010628580030121206 0.00059525868513670961 0.00073427929402955993 0.00076175290093252312 0.00097701243210042248 0.00076016059108808924 0.00089587244048722529 0.001193811569647502 0.00087141723390303397 0.00065969340868440331 0.0010175956798936228 0.00028654047854913853 0.00096812887741825119 0.00094035215035424542 0.00085168235810732503 0.00082321522552323374
leaf_weight=32 52 62 27 36 21 164 38 38 54 36 23 28 20 22 77 70 30 37 385 29 37 29 20 32 1016 112 298 159 111 26
leaf_count=32 52 62 27 36 21 164 38 38 54 36 23 28 20 22 77 70 30 37 385 29 37 29 20 32 1016 112 298 159 111 26
internal_value=0 0.000511044 0.000958625 0.000466277 0.000967888 0.000592631 0.000981945 0.000763029 0.000344535 0.00098756 0.000978001 0.000759202 0.000395261 0.000518611 0.00111242 0.000661111 0.000597302 0.000921709 0.00100176 0.000961822 0.00101715 0.00106261 0.00102339 0.000570502 0.00101332 0.000313027 0.000931723 0.000937597 0.000903899 0.000924943
internal_weight=0 590 2531 538 2472 264 2316 100 274 2278 2116 156 220 88 162 98 66 628 1488 414 1074 126 97 59 1053 132 591 568 270 58
internal_count=3121 590 2531 538 2472 264 2316 100 274 2278 2116 156 220 88 162 98 66 628 1488 414 1074 126 97 59 1053 132 591 568 270 58
is_linear=0
shrinkage=0.00196078


Tree=6859
num_leaves=31
num_cat=0
split_feature=1 1 15 3 12 0 457 49 2 16 15 13 15 11 11 12 1209 133 3 2 133 157 160 1453 2 4 15 157 47 156
split_gain=0.226467 0.0518472 0.0425936 0.0407765 0.0319402 0.0341062 0.0278433 0.0266629 0.0257113 0.0261125 0.0239901 0.0257496 0.0246349 0.0435959 0.0408589 0.0357707 0.0299418 0.0283662 0.0325958 0.0304144 0.0317398 0.0311929 0.0299583 0.0312289 0.0285422 0.0361214 0.0463569 0.0270142 0.0343273 0.0256643
threshold=0.11654500000000001 0.095950000000000021 -0.083359999999999976 -0.049509999999999992 0.097825000000000009 0.034820000000000011 0.094310000000000019 -0.083094999999999988 0.13404500000000005 0.13751500000000003 -0.15914499999999995 -0.013304999999999999 0.040760000000000005 0.075910000000000019 0.079300000000000009 0.086095000000000019 0.086895000000000014 0.039215000000000007 0.099930000000000005 0.083715000000000026 0.083950000000000011 0.10891500000000003 0.11205000000000002 -0.0067199999999999994 0.085730000000000015 -0.46376499999999993 -0.0079099999999999986 -0.077849999999999989 0.092710000000000015 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -2 5 -5 7 -4 10 -10 11 -1 14 -14 16 -15 17 18 24 -19 -21 22 23 -22 27 -26 29 -12 -29 -27
right_child=3 2 6 4 -6 -7 -8 -9 9 -11 12 -13 13 15 -16 -17 -18 19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0089093127751578415 0.0035560358499378327 0.0025402786615126407 0.0074128741955064477 0.0020065382304953554 -0.0021407376923889389 -0.0022930104751139879 0.0011489545654815934 0.0043360632689213975 0.00040746533863798341 0.0050486495829483663 0.0033276704456353481 0.0050157824840691943 0.00495167985704864 0.01034833845499504 0.0011006688065309492 0.0048885858706420385 0.0011765666520939424 0.0014296155217813241 0.00041571479979092665 0.0091192794675450956 0.0087269967856506512 0.0019095338868542707 0.0027854329860973652 0.0053670409976170255 0.006834536549799583 0.0033186189782367474 -0.00047918784891537924 0.0075427934356873316 0.0039361315524382963 0.0057688435297986529
leaf_weight=29 119 209 32 238 24 20 24 235 27 22 46 41 976 28 36 21 26 21 23 21 30 28 41 355 34 221 28 71 42 53
leaf_count=29 119 209 32 238 24 20 24 235 27 22 46 41 976 28 36 21 26 21 23 21 30 28 41 355 34 221 28 71 42 53
internal_value=0 0.00454932 0.00362936 0.00200371 0.00134865 0.00167324 0.00441155 0.00470482 0.00475652 0.00249126 0.00480765 0.00662882 0.00474697 0.00509781 0.00441276 0.00800844 0.00452741 0.00461333 0.00409577 0.00515384 0.00531849 0.00514269 0.00535519 0.00562886 0.00426677 0.00374441 0.00339651 0.00537062 0.00620226 0.00379257
internal_weight=0 2720 500 401 282 258 291 267 2220 49 2171 70 2101 1025 1076 49 1040 1014 518 496 475 454 426 385 495 336 302 159 113 274
internal_count=3121 2720 500 401 282 258 291 267 2220 49 2171 70 2101 1025 1076 49 1040 1014 518 496 475 454 426 385 495 336 302 159 113 274
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 2 1 14 12 49 2 0 49 1 2 1 457 4 4 16 4 0 475 1 2 0 0 47
split_gain=20.5157 3.35756 1.68983 1.39555 1.28756 1.05466 0.653657 0.553166 0.524587 0.521899 0.360443 0.312044 0.305753 0.292294 0.464509 0.279759 0.271037 0.267927 0.246969 0.233944 0.218383 0.230673 0.209248 0.223357 0.163066 0.139038 0.150403 0.130593 0.118318 0.116192
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.098630000000000009 -0.025214999999999998 0.14122000000000004 0.09253500000000002 0.062655000000000016 -0.42850999999999995 -0.054984999999999992 0.10613000000000002 -0.10607499999999999 0.082865000000000008 0.12205500000000001 0.15950500000000004 0.085345000000000018 0.080930000000000016 0.0067750000000000006 -0.029144999999999997 -0.008904999999999998 -0.55119499999999988 -0.080689999999999984 -0.07675499999999999 0.13075500000000004 0.11411 -0.14454499999999995 -0.14116499999999996 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 9 15 18 -4 13 -6 -2 -8 14 17 -3 -12 27 24 22 -14 28 -15 -24 -7 26 -5 -1 -22 -13
right_child=1 4 8 25 10 7 12 -9 -10 -11 16 29 20 19 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009580771824002377 0.00057495861629441771 0.00042333184366671916 0.00080287866767027522 0.00065053615833864824 0.00032260232717216177 0.00092274318498364045 0.00065941861008896551 0.00057061903253518361 0.00050066443298729712 0.0010507907076393733 0.00017461263212044032 0.00088743530541275542 0.00063652428204887641 0.0010926286866462308 0.00099616324868188866 0.00026872008266083956 -0.00010715704215612231 0.00064385857049915278 0.00061548792375129904 0.00080129021735019011 0.00056037677269355922 0.00028362632820419238 0.00091211762346247657 0.00086170176907212671 0.00080527863718877688 0.00034016611958470415 0.00044471389572372567 0.00075647049851325994 0.00040759186772677672 0.00076580941677093504
leaf_weight=21 23 89 34 21 35 52 42 41 63 76 35 58 24 21 35 91 21 57 24 102 40 30 1029 503 360 24 39 30 38 63
leaf_count=21 23 89 34 21 35 52 42 41 63 76 35 58 24 21 35 91 21 57 24 102 40 30 1029 503 360 24 39 30 38 63
internal_value=0 0.000473666 0.000860217 0.000667151 0.000374532 0.000870681 0.000428007 0.000788365 0.000606595 0.000891634 0.000166508 0.000784315 0.000513704 0.000884906 0.000799856 0.000345167 6.8949e-05 0.000736238 0.000808841 0.000892255 0.00046734 0.000429744 0.000898229 0.000895565 0.000820104 0.000466299 0.000516752 0.000839485 0.000485943 0.000824109
internal_weight=0 673 2448 228 445 2351 354 477 97 1874 91 144 174 1798 143 180 56 108 436 1655 132 108 1553 1532 412 84 60 51 78 121
internal_count=3121 673 2448 228 445 2351 354 477 97 1874 91 144 174 1798 143 180 56 108 436 1655 132 108 1553 1532 412 84 60 51 78 121
is_linear=0
shrinkage=0.00196078


Tree=6861
num_leaves=31
num_cat=0
split_feature=1 2 9 484 0 484 43 132 0 16 12 3 16 12 3 4 15 157 48 0 43 13 12 1212 48 48 15 16 124 157
split_gain=0.248026 0.0630682 0.0463121 0.0511015 0.0544851 0.0334013 0.0382331 0.0334247 0.02862 0.0271051 0.0371699 0.0310555 0.0656786 0.0268955 0.0459958 0.0317484 0.0334258 0.0267635 0.0272014 0.0798592 0.0502147 0.034738 0.0558936 0.0271869 0.024916 0.0322072 0.0286913 0.0278295 0.0236754 0.0228414
threshold=0.10337500000000001 0.13622000000000004 -1.0000000180025095e-35 0.096675000000000011 -0.13843999999999998 -0.073334999999999984 0.084740000000000024 0.078465000000000021 0.22582000000000002 -0.008904999999999998 -0.085119999999999987 0.13524500000000003 -0.5224049999999999 -0.42850999999999995 0.32202000000000003 -0.047864999999999991 -0.081924999999999984 -0.48214999999999997 0.093265000000000015 -0.057069999999999989 -0.53814999999999991 0.038215000000000006 0.083815000000000014 0.055770000000000007 0.11553500000000001 0.10168500000000001 -0.10469999999999999 -0.046599999999999996 -0.086944999999999981 0.10891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 9 -6 7 -7 17 10 -4 12 -12 -3 15 -15 -17 -1 20 24 -19 28 -23 -24 25 26 -20 -27 -22 -30
right_child=1 13 3 -5 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 19 -21 21 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.0080748840399017495 0.00088971666931791015 0.004609024543315173 -0.00047521722929862637 -0.00091684799155463358 0.0081359495955089546 0.0044539223952563241 0.0081915906708066658 0.00094051256150593085 0.0012364583799526806 -0.00024708977359677516 0.0030283772389141277 0.0013960532702957139 0.0097777108046492311 0.0050013876983112746 -0.0028063498033831518 0.0016889710041612168 -0.0028547432599589232 0.0092947404469466872 0.0087952822004444906 -0.0022159048309549688 0.0026281307535674916 -6.6421917836123612e-05 0.0049113351695494745 0.0017849267827290479 0.0074504258654390773 -0.00012025718751829118 0.0042273084897632629 0.0038815128838586249 0.0052114060531022639 0.0031606547778356541
leaf_weight=27 68 20 24 23 26 214 24 31 21 31 46 33 21 22 30 85 20 27 20 20 38 32 177 33 24 25 44 57 1802 56
leaf_count=27 68 20 24 23 26 214 24 31 21 31 46 33 21 22 30 85 20 27 20 20 38 32 177 33 24 25 44 57 1802 56
internal_value=0 0.00279383 0.00332991 0.00368072 0.00391571 0.00471332 0.0043825 0.00400937 0.00491198 0.00239769 0.00305889 0.00390707 0.00514384 0.0011553 0.000715336 0.00154723 0.000823502 0.00494438 0.00490849 0.00376126 0.00500917 0.00495505 0.00382679 0.00442004 0.00446445 0.00397361 0.0056548 0.00266146 0.00509906 0.0051496
internal_weight=0 718 541 473 450 295 269 245 2403 155 124 100 67 177 157 127 105 2382 2355 190 2165 2138 242 210 170 146 64 82 1896 1858
internal_count=3121 718 541 473 450 295 269 245 2403 155 124 100 67 177 157 127 105 2382 2355 190 2165 2138 242 210 170 146 64 82 1896 1858
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=31
num_cat=0
split_feature=1 3 4 39 2 2 14 2 2 4 0 1 12 52 150 12 49 4 0 2 50 1 0 4 3 160 124 2 47 1
split_gain=17.7024 3.03923 1.42587 1.35645 1.09136 1.02248 0.699298 0.685543 0.597536 0.514147 0.573533 0.493616 0.409771 0.387005 0.414374 0.33216 0.288003 0.277894 0.226678 0.213101 0.208333 0.168975 0.164944 0.194785 0.180183 0.194136 0.155258 0.149795 0.148767 0.13737
threshold=0.10508500000000001 -0.059315 0.27834500000000006 0.056590000000000008 0.14285500000000004 0.11362000000000001 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.0061450000000000003 -0.11173999999999999 0.09253500000000002 0.089410000000000003 1.0000000180025095e-35 0.09487000000000001 0.13597000000000004 -0.054984999999999992 -0.15289999999999995 -0.15599999999999997 0.094835000000000017 0.041865000000000006 0.12958500000000003 -0.079119999999999982 -0.49405499999999997 -0.096544999999999978 -0.080719999999999986 -0.081949999999999981 0.13501500000000002 0.091680000000000011 0.13288500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 7 6 9 26 21 10 18 19 -7 14 -11 -14 -2 -10 -1 -5 -6 -9 -12 -24 25 -25 -3 -4 -18 -19
right_child=1 4 27 11 20 12 -8 8 17 13 22 -13 15 -15 -16 -17 28 29 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00073285016107657054 0.00055114198841300661 0.00035375864383941616 0.0004816633296219799 0.00088284045847412799 0.00014001880920347905 0.00040612214792738944 0.0010054258952366302 0.00073331871694072028 0.0006328189343798394 0.00072214436180846175 0.00085650578147588902 0.0004959091389484247 0.00075391753908006748 0.00083214042209137497 0.00042144331441936535 0.00051514753597039803 0.00085757157466669466 0.00041033903327692084 0.00048017907960742125 0.00065220826247267883 0.00034059257459279632 0.00050618373295840101 0.00088792526251903962 0.00055417476915845681 0.00081713668013898039 0.00076877899103749362 0.00019591423989428829 0.00029597315479856768 0.00072002355275497989 0.00024382819391707367
leaf_weight=43 23 46 61 24 85 20 85 34 20 148 1157 66 112 120 20 28 62 142 20 43 26 20 114 21 356 71 50 23 59 22
leaf_count=43 23 46 61 24 85 20 85 34 20 148 1157 66 112 120 20 28 62 142 20 43 26 20 114 21 356 71 50 23 59 22
internal_value=0 0.000449758 0.000633842 0.000808828 0.00035544 0.000819891 0.00083112 0.000411419 0.000467837 0.000823962 0.000836385 0.000616264 0.000668658 0.000747094 0.000686347 0.000706164 0.000752271 0.000414613 0.000652637 0.000734823 0.000187 0.000649195 0.000843119 0.000815561 0.000797147 0.000719793 0.000271548 0.00043082 0.000790503 0.000388002
internal_weight=0 673 228 2448 445 2315 2155 334 238 2070 1782 133 160 288 168 140 144 184 63 67 111 54 1719 562 448 92 96 84 121 164
internal_count=3121 673 228 2448 445 2315 2155 334 238 2070 1782 133 160 288 168 140 144 184 63 67 111 54 1719 562 448 92 96 84 121 164
is_linear=0
shrinkage=0.00196078


Tree=6863
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 11 4 2 2 0 3 13 11 47 43 13 12 1 3 3 0 4 15 4 14 16
split_gain=9.77546 1.14291 0.942969 0.812476 0.587558 0.534141 0.435926 0.359675 0.31286 0.237617 0.228862 0.228153 0.20826 0.16188 0.156584 0.249565 0.15454 0.136018 0.129422 0.16161 0.120001 0.110173 0.10122 0.151953 0.117609 0.0940749 0.0915182 0.106681 0.0907334 0.113958
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.092390000000000014 0.088105000000000003 0.092550000000000007 -0.16363499999999997 0.40473500000000007 1.0000000180025095e-35 -0.0086549999999999978 0.11389000000000002 0.17760500000000004 -0.066089999999999996 -0.10115999999999999 -0.0082249999999999979 0.080150000000000013 0.077555000000000013 -0.025214999999999998 -0.020934999999999999 0.12757000000000002 0.10124500000000002 0.31370500000000007 0.076840000000000006 -0.036484999999999997 -0.036839999999999991 -0.040439999999999997 0.40473500000000007 0.062655000000000016 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 5 11 18 9 -6 -7 14 20 17 22 21 15 -4 -11 28 -3 -20 -8 -9 23 24 -5 -2 27 -21 29 -1
right_child=1 3 6 12 7 8 10 13 -10 16 -12 -13 -14 -15 -16 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055148693145992418 0.00068878339927207785 0.0002674893592674516 0.00038397176898418263 0.00011553387558572025 0.00064396490233936763 0.00055611010244330109 0.00062678171074349919 0.0005027533571077572 0.00032906292512470268 0.00084486869695259733 0.00054503304550922995 0.00040810244015140754 7.8904036244104223e-05 0.00027152034239829437 0.00065279312444397925 0.00064768713494742051 0.00068224858833029669 0.00073355858391831478 0.00028123555309581227 0.00056464328511938479 0.00050091681121875028 0.00038862394930800492 0.0001707128394232869 0.00040133855249475725 0.00030476467687824444 0.00052086224895405754 0.00031401251010548055 0.00038727210040259008 0.00072103267645134647 0.0006745749459793201
leaf_weight=121 29 120 22 23 31 70 481 60 35 39 233 22 42 26 1213 37 53 33 63 22 31 71 52 27 28 23 24 32 20 38
leaf_count=121 29 120 22 23 31 70 481 60 35 39 233 22 42 26 1213 37 53 33 63 22 31 71 52 27 28 23 24 32 20 38
internal_value=0 0.000336924 0.000617192 0.000310094 0.000532583 0.00036233 0.000634121 0.000450957 0.000480428 0.000654955 0.000595977 0.000598163 0.000198941 0.000412847 0.000647995 0.000549353 0.000751185 0.000617886 0.000314819 0.000355099 0.000619161 0.000440897 0.000237722 0.000282395 0.000219425 0.000614511 0.000414758 0.000459534 0.000596561 0.000580904
internal_weight=0 590 2531 538 422 366 2109 188 105 1364 745 234 172 157 1272 59 92 212 261 141 512 131 130 78 51 52 78 54 179 159
internal_count=3121 590 2531 538 422 366 2109 188 105 1364 745 234 172 157 1272 59 92 212 261 141 512 131 130 78 51 52 78 54 179 159
is_linear=0
shrinkage=0.00196078


Tree=6864
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 4 4 2 2 4 1 14 1 12 15 2 150 47 3 3 43 2 4 1 123 15 51 1447 13 4
split_gain=22.2638 2.64945 2.35706 1.46287 1.41864 0.693072 0.684169 0.709181 0.670786 0.751032 0.643946 0.54652 0.381327 0.364101 0.266898 0.261777 0.248583 0.208328 0.179269 0.168047 0.165051 0.323479 0.164415 0.160205 0.160011 0.165593 0.157389 0.148509 0.143391 0.137302
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.085055000000000006 0.40124500000000002 0.40945500000000007 0.14753000000000002 0.14122000000000004 0.36766000000000004 0.09253500000000002 0.076175000000000007 0.089770000000000016 0.087005000000000013 -0.41396999999999995 0.088850000000000012 0.081835000000000019 0.08265500000000002 0.084940000000000015 -0.13927999999999999 -0.070064999999999975 0.11177500000000001 -0.036839999999999991 0.14754500000000001 0.088610000000000008 -0.037864999999999989 0.11144500000000002 -0.082869999999999985 -1.0000000180025095e-35 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 20 22 7 24 9 16 -4 12 15 17 28 26 19 18 -14 -5 -2 -22 -6 -16 25 -3 -1 -17 -8 -15
right_child=1 6 10 8 5 -7 14 -9 -10 -11 -12 -13 13 29 23 27 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098309703470784255 0.00043894532729483587 0.00072303521172965271 0.0008601423615059088 0.00096873081904928207 0.00099187894315635777 0.00052192582017751544 0.00028238309139824936 0.00026887479012990313 0.00059520131362747312 0.00057541160245942681 0.0005361526712646216 0.0011181591827842882 0.00054243917942193209 0.00093750210615380514 0.00025336129313298302 0.0010427360379658985 0.00067907242471223594 0.00091732137816515514 0.00079149896899859107 0.0008695154051303485 0.00077181202683219291 0.00050536927185711449 0.00081301336515409751 2.1051778784152173e-05 0.00042368032768660903 0.00051846539147042028 0.00082228436238235899 0.0009154836637913843 0.00043792700681276971 0.00081550249991630634
leaf_weight=934 73 32 34 81 29 29 86 45 41 34 77 74 20 228 25 38 23 21 25 346 22 86 62 21 20 29 24 489 31 42
leaf_count=934 73 32 34 81 29 29 86 45 41 34 77 74 20 228 25 38 23 21 25 346 22 86 62 21 20 29 24 489 31 42
internal_value=0 0.000491821 0.000914786 0.000927601 0.000620571 0.000785893 0.000357725 0.000466235 0.00083601 0.000856409 0.000635393 0.000952975 0.000946263 0.000886612 0.000273845 0.00095976 0.00087764 0.000756061 0.000680806 0.000888336 0.000510965 0.000559645 0.000870014 0.000147307 0.000575879 0.000625781 0.000979068 0.000924659 0.000323596 0.000918524
internal_weight=0 590 2531 2420 301 120 289 126 525 484 111 1895 1821 336 163 1485 450 66 45 427 181 108 91 46 81 61 958 527 117 270
internal_count=3121 590 2531 2420 301 120 289 126 525 484 111 1895 1821 336 163 1485 450 66 45 427 181 108 91 46 81 61 958 527 117 270
is_linear=0
shrinkage=0.00196078


Tree=6865
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 4 2 10 3 1 15 4 14 43 481 2 3 16 48 123 14 12 13 1456 0 2 1 403 40
split_gain=0.396396 0.0938132 0.0576049 0.0564961 0.0473474 0.08553 0.0417542 0.0360216 0.0347984 0.0327529 0.0391303 0.0301887 0.0545359 0.0345415 0.0422612 0.0346929 0.0393161 0.0376758 0.0452807 0.0538479 0.0299159 0.0296631 0.0295165 0.0293955 0.028247 0.0406843 0.0652961 0.0362011 0.09585 0.0512823
threshold=0.10312500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.10276500000000001 -1.0000000180025095e-35 0.40124500000000002 0.13754500000000003 -0.074314999999999978 -0.014944999999999998 0.11507500000000002 0.040760000000000005 -0.15464999999999998 0.081185000000000021 -0.51144999999999985 -0.050084999999999991 0.084515000000000021 0.090900000000000009 0.10994000000000002 0.086425000000000016 0.11410500000000003 -0.47013499999999991 0.089795000000000014 -0.014169999999999999 -0.071109999999999993 -0.089964999999999976 0.088555000000000009 0.080270000000000022 -0.054954999999999997 -0.081804999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 9 7 11 -4 10 -3 13 -13 14 -1 16 -16 24 19 -19 21 -6 -7 -11 25 -17 -27 -26 -29 -30
right_child=1 2 8 -5 20 22 -8 -9 -10 23 -12 12 -14 -15 15 17 -18 18 -20 -21 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.0015011758720945745 0.0066178151928923193 0.006980642066004553 -0.0024849366735328329 0.0085588200033684687 0.0064869060269778685 0.0099844127025624577 0.0019207020829939707 0.0035263446425391441 0.0019719417228601702 0.0026694281544462828 0.0011892451741732657 0.010228415882095783 0.0065941116312727716 0.010138165615499021 0.011030716807223284 0.0048375074727166649 0.0067030648765508769 -0.0020643614409934907 0.0060953154668981291 0.0048695004137698566 -0.001131506389938295 0.002584601237717107 0.0057991859942881606 -0.0020669613330392168 0.0062265973300682457 0.013026649963110684 0.00676744566950947 -0.0018461098987609149 0.00055156210553832354 0.0058600330874001112
leaf_weight=21 90 28 22 22 21 22 22 46 86 38 20 43 1038 20 26 38 109 21 46 24 20 269 72 20 620 25 50 20 20 202
leaf_count=21 90 28 22 22 21 22 22 46 86 38 20 43 1038 20 26 38 109 21 46 24 20 269 72 20 620 25 50 20 20 202
internal_value=0 0.00359481 0.0031697 0.00359716 0.00338312 0.0045827 0.00625713 0.0062974 0.00106406 0.0026353 0.00456756 0.00635227 0.00673868 0.00601595 0.00594848 0.00602625 0.00753654 0.00583498 0.00388902 0.0016337 0.0026092 0.00286718 0.00677871 0.00103619 0.00601661 0.00750322 0.00885385 0.00582172 0.00478445 0.00538179
internal_weight=0 730 640 532 510 200 2391 2369 108 106 48 2323 1081 1242 1222 1201 135 1066 91 45 310 290 94 58 975 113 75 862 242 222
internal_count=3121 730 640 532 510 200 2391 2369 108 106 48 2323 1081 1242 1222 1201 135 1066 91 45 310 290 94 58 975 113 75 862 242 222
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=31
num_cat=0
split_feature=1 52 3 148 48 4 47 51 12 160 16 15 40 2 151 11 12 151 132 3 4 47 16 16 159 16 1444 0 157 482
split_gain=0.321081 0.0775953 0.052177 0.0351822 0.0417189 0.0338209 0.033707 0.0628378 0.0349231 0.0399028 0.0313994 0.0579339 0.0386705 0.0313515 0.0309839 0.0301369 0.0336617 0.0286501 0.028597 0.0399997 0.0263713 0.0261814 0.0258543 0.0542251 0.051006 0.0422279 0.0364733 0.0301854 0.035068 0.0295419
threshold=0.10312500000000001 -0.52606999999999993 0.31299000000000005 -0.095079999999999984 -0.086869999999999989 0.40124500000000002 0.078345000000000012 0.10532000000000001 0.11734000000000001 -0.076689999999999994 -0.42170999999999997 -0.42198999999999992 -0.063404999999999989 0.093320000000000014 -0.059889999999999992 1.0000000180025095e-35 0.08598500000000002 1.0000000180025095e-35 0.10512500000000001 0.42240500000000009 -0.0070899999999999991 0.11370000000000001 0.0047850000000000011 0.066275000000000014 0.050895000000000003 -0.0007049999999999999 -0.050539999999999995 -0.082009999999999986 -0.059399999999999988 0.085585000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 13 7 8 9 -6 -11 -12 -13 15 -14 17 -17 22 19 -4 -19 -8 25 24 -24 26 -1 28 -25 -28
right_child=1 2 18 4 6 -7 21 -9 -10 10 11 12 14 -15 -16 16 -18 20 -20 -21 -22 -23 23 27 -26 -27 29 -29 -30 -31
leaf_value=0.0091764757628826545 0.006478539960625679 -0.00069993633688205769 0.0012538115888566931 0.007953629635740072 0.0038927921920128348 0.0017286316756243735 0.0063113229280268709 0.0070648495167974501 0.0057277285984517748 0.0030071220788108299 -0.0045453693391755224 0.0033589309544243178 0.0030651085182034875 0.0051132461542280896 -0.001592004781588912 0.010011623210173001 0.0057460036959398435 0.0051588702738839896 0.0038179418425931585 -0.0038336406787857417 0.00096388914389535787 0.0035690640316734436 0.0044489970691018862 0.0069020840572193267 -0.0011901803800593253 0.0087288345863813909 0.0057877566403373272 0.0072152359798478534 0.0010511812354837145 0.0094058886196327646
leaf_weight=34 67 21 68 20 83 22 54 31 28 72 20 51 20 713 50 37 37 47 27 20 22 98 53 20 23 57 1198 84 21 23
leaf_count=34 67 21 68 20 83 22 54 31 28 72 20 51 20 713 50 37 37 47 27 20 22 98 53 20 23 57 1198 84 21 23
internal_value=0 0.00323533 0.00290758 0.00331397 0.00347392 0.00563141 0.0032972 0.00276367 0.00235213 0.00203282 0.00130804 0.000440426 0.00126452 0.00566766 -0.000261401 0.00590636 0.00787881 0.0058141 0.00097105 9.75724e-05 0.00382134 0.00454329 0.00590498 0.00484885 0.0027424 0.00606678 0.00594587 0.00612957 0.00390528 0.00585591
internal_weight=0 730 663 548 527 2391 507 355 324 296 213 141 121 2369 70 1656 74 1582 115 88 69 152 1513 201 76 1312 1255 125 41 1221
internal_count=3121 730 663 548 527 2391 507 355 324 296 213 141 121 2369 70 1656 74 1582 115 88 69 152 1513 201 76 1312 1255 125 41 1221
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 2 2 2 42 4 3 1 11 457 1 0 11 13 4 47 39 39 3 2 10 2 0 150
split_gain=18.339 2.15823 1.9451 1.58567 1.25085 0.902129 0.85689 0.606932 0.52613 0.525631 0.447217 0.387108 0.310515 0.305128 0.258636 0.243209 0.450429 0.197716 0.241793 0.197929 0.187115 0.160856 0.15924 0.154136 0.147746 0.141811 0.135956 0.118157 0.114377 0.158351
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 1.0000000180025095e-35 0.14122000000000004 -1.0000000180025095e-35 0.089885000000000007 0.17025000000000004 -0.076394999999999977 0.40945500000000007 0.30112000000000005 0.091450000000000017 1.0000000180025095e-35 0.080930000000000016 0.084525000000000003 0.18019500000000002 1.0000000180025095e-35 -0.117405 -0.0073899999999999999 0.088915000000000008 0.087735000000000021 0.08456000000000001 -0.015584999999999998 -1.0000000180025095e-35 -0.38124499999999995 0.10188000000000001 -0.15350499999999997 0.094605000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 7 8 24 13 11 -4 12 22 14 -1 17 -17 18 19 -10 -21 -22 -5 -12 -3 -15 -11 -20 -7 -30
right_child=1 3 10 9 -6 28 -8 -9 15 26 23 -13 -14 25 -16 16 -18 -19 27 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00087745034437370934 0.00082268216345195134 0.00060592289634890694 0.00082895526615511469 0.00059053614798112921 0.00051289186019588394 0.0005013093685077945 0.00056187500689483354 0.00080519997870705988 0.00065339788985945555 0.00020198356056738443 0.00036409306405138237 0.00027526089157354399 0.00024141339757836652 0.00065612421103764765 0.0010085420219011531 0.00084136529259529766 0.00049010003255862814 0.00062685351307485617 0.0010096370666841047 0.0008463164205400564 0.00076879048090150036 0.00092714162477134526 0.00039464528276737218 0.0005559459123278789 0.00037333204086616037 0.00082178079115609011 -1.7543432905393489e-06 0.00086580372155113238 0.00043319168267404276 0.00026366040025803806
leaf_weight=1125 52 21 21 39 45 54 41 53 29 34 21 132 22 22 61 32 25 20 34 407 285 27 27 69 21 205 20 62 87 28
leaf_count=1125 52 21 21 39 45 54 41 53 29 34 21 132 22 22 61 32 25 20 34 407 285 27 27 69 21 205 20 62 87 28
internal_value=0 0.000441228 0.000825105 0.000404359 0.000836747 0.000512806 0.000842883 0.000665684 0.000847819 0.000299869 0.0005713 0.000342418 0.000443153 0.000871587 0.000884193 0.000811355 0.000687302 0.000819539 0.000824105 0.000812216 0.000818622 0.000782494 0.000510399 0.00051118 0.000489627 0.000805726 0.000126525 0.000916745 0.000426869 0.000391915
internal_weight=0 590 2531 538 2420 264 2375 95 2334 274 111 220 88 1413 1186 921 57 864 844 748 719 312 66 90 42 227 54 96 169 115
internal_count=3121 590 2531 538 2420 264 2375 95 2334 274 111 220 88 1413 1186 921 57 864 844 748 719 312 66 90 42 227 54 96 169 115
is_linear=0
shrinkage=0.00196078


Tree=6868
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 4 14 2 15 47 49 47 1 2 0 4 3 2 1 1 49 47 3 3
split_gain=24.4628 3.22264 2.39412 1.6519 1.30713 1.2379 0.919724 0.672601 0.798054 0.638717 0.575322 0.43416 0.424281 0.414151 0.348036 0.321478 0.284194 0.264792 0.251204 0.219605 0.230823 0.217355 0.225834 0.20548 0.204222 0.189044 0.26822 0.164847 0.163635 0.161871
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.16363499999999997 0.053925000000000008 -0.062539999999999984 0.076175000000000007 0.10855000000000002 0.13592500000000005 0.091680000000000011 -0.012034999999999999 0.077555000000000013 0.11654500000000001 0.088930000000000023 -0.13027499999999997 -0.059649999999999988 0.090900000000000009 0.31358000000000003 0.12000500000000001 0.10089500000000001 -0.061079999999999988 0.090280000000000013 -0.096544999999999978 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 13 7 12 24 -9 -6 14 -10 19 17 29 25 -2 21 -13 -4 -21 -1 -23 -7 -3 26 -11 -18 -12 -8
right_child=1 5 6 -5 9 23 10 8 11 15 28 18 -14 -15 -16 -17 27 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098048375866585441 0.00063683700729526727 0.00046718131718104038 0.00099429171735463426 0.00047114520010064099 0.00092890428674892108 0.00025806458842453985 0.0010260721695992876 0.00082328827629069316 0.00073123436723770551 0.00078820790730270679 0.00061547004636011867 0.000507854858168777 0.0011685628703498919 0.00068768153373269334 0.00067606451603767471 0.00079979651680028873 0.0010031341767366094 0.0010882398898841119 0.00034941678318907231 0.00075551454693663345 0.00095097087610945894 0.00088930085419029986 0.00067480992569642908 6.1432208385086534e-05 0.00025596624631339226 0.00051113287229669199 0.00051010459831921876 0.0008311807827178976 0.00080913348716218729 0.00092174030910171123
leaf_weight=67 20 24 964 74 31 84 64 28 21 30 20 79 47 33 21 31 34 32 75 25 328 77 25 27 66 72 24 58 104 536
leaf_count=67 20 24 964 74 31 84 64 28 21 30 20 79 47 33 21 31 34 32 75 25 328 77 25 27 66 72 24 58 104 536
internal_value=0 0.000484904 0.000928266 0.000698476 0.00079345 0.000386577 0.000955241 0.000453382 0.000515935 0.000671702 0.000899836 0.000466758 0.000985503 0.000891265 0.000924185 0.000620917 0.000848677 0.000924689 0.000430693 0.00097897 0.000937128 0.000893721 0.00083673 0.000210235 0.00031229 0.000576907 0.000664606 0.000894729 0.000777897 0.000932869
internal_weight=0 590 2531 186 422 404 2109 293 203 188 745 175 1364 234 621 157 112 201 154 1317 353 169 102 111 90 126 54 92 124 600
internal_count=3121 590 2531 186 422 404 2109 293 203 188 745 175 1364 234 621 157 112 201 154 1317 353 169 102 111 90 126 54 92 124 600
is_linear=0
shrinkage=0.00196078


Tree=6869
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 4 2 4 4 0 15 0 4 12 16 16 160 47 3 50 3 3 131 15 4
split_gain=12.0722 2.0055 1.16449 0.936143 0.755381 0.586064 0.389873 0.381505 0.369107 0.339612 0.334524 0.267516 0.240144 0.195569 0.190429 0.223507 0.194134 0.124912 0.144785 0.122749 0.118989 0.102738 0.0957213 0.0942712 0.0927718 0.0891142 0.136049 0.0830015 0.115921 0.105476
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.033845000000000007 0.14285500000000004 0.27834500000000006 0.27834500000000006 -0.11173999999999999 -0.10469999999999999 -0.080309999999999979 -0.49013999999999996 0.08401500000000002 -0.44310499999999992 -0.039889999999999988 -0.067824999999999983 0.10648500000000001 -0.0025099999999999996 0.083640000000000006 0.0068900000000000012 0.11658 0.082750000000000004 -0.41942499999999994 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 8 -6 11 10 -5 14 12 -4 19 15 -1 -16 24 -19 -12 -17 -14 25 -23 -18 -3 -27 28 -13 -30
right_child=1 2 7 9 6 -7 -8 -9 -10 -11 13 27 21 -15 16 20 17 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0007668134467858894 0.00066713930373882605 0.00029708976409832059 0.00039241114819643376 0.00062659362152717244 0.00062410055114125941 0.00045370302996993844 0.00035858625010435095 0.00042059348933655368 0.0008001940422295745 0.00038203731145109831 0.00068952992258183583 0.00019862475333341155 0.00032684033417412078 0.00042798419897463225 0.00069767659016716724 0.00046165164975873666 0.00068888854509509907 0.0005364442297295666 0.00065328728070215662 0.00059485987166823053 0.00063494096177757952 0.00024652875003763355 0.00046007900202975555 0.00011105021468692404 0.0008321229831066006 0.00049816249626749066 0.00032957885911473131 0.0002414045987112046 0.00013653394896263147 -4.3726422954603552e-05
leaf_weight=20 76 121 39 34 73 48 30 37 84 61 72 29 23 22 1107 39 101 44 556 196 25 39 25 40 21 26 63 20 24 26
leaf_count=20 76 121 39 34 73 48 30 37 84 61 72 29 23 22 1107 39 101 44 556 196 25 39 25 40 21 26 63 20 24 26
internal_value=0 0.000366647 0.000329513 0.000660363 0.000406753 0.000668126 0.000546766 0.000235264 0.000672626 0.000469563 0.000667762 0.000206692 0.000261546 0.000605705 0.00067717 0.000585883 0.000681362 0.000656348 0.000644719 0.000620294 0.000529343 0.000211509 0.000345385 0.000177932 0.000713544 0.000331731 0.000378828 0.000128567 0.000100001 4.27986e-05
internal_weight=0 691 615 2430 338 2335 103 277 2287 95 2203 240 141 290 1913 84 1829 722 600 268 64 102 235 79 122 210 89 99 79 50
internal_count=3121 691 615 2430 338 2335 103 277 2287 95 2203 240 141 290 1913 84 1829 722 600 268 64 102 235 79 122 210 89 99 79 50
is_linear=0
shrinkage=0.00196078


Tree=6870
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 2 4 1 2 1 50 47 4 1 43 12 15 39 12 3 11 4 13 2 1 52
split_gain=18.0555 2.93602 1.72948 1.50226 1.15412 0.989148 0.763509 0.568593 0.490697 0.44297 0.509169 0.416797 0.405354 0.210951 0.199586 0.143271 0.141024 0.201212 0.170239 0.130024 0.117389 0.125003 0.114428 0.100299 0.0978129 0.0939442 0.0871418 0.0861068 0.0849915 0.0759938
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.11474000000000002 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.089885000000000007 0.090540000000000023 0.086295000000000011 0.090100000000000013 -0.015039999999999998 0.083345000000000016 0.05259500000000001 0.090285000000000018 -0.41942499999999994 0.092310000000000017 0.092855000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.036839999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13842500000000005 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 15 6 8 -6 12 10 28 -5 13 -1 20 23 18 19 29 -18 -11 -22 -20 -3 -10 -2 -12 -15 -4 -14
right_child=1 2 9 11 7 -7 -8 -9 24 14 26 -13 16 27 -16 -17 17 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096388582555867594 0.0009714443759590971 0.00046469867535679619 0.00065041633491194574 0.00085303578891006166 0.0008640836814266578 0.00064848785583855085 0.00058497951664274032 0.00051221769153817734 0.0009796755804735071 0.00034733643468354595 0.00033835661903548856 0.00058365399073003572 0.0010206657625282285 0.00078016721567853819 0.00046690487951943371 0.0006457775788254942 0.00093022304182567486 0.00073501831564525585 0.0007210494479100132 0.00085454181299856322 0.00011982589036433625 0.00030831431199985197 0.0008838941871779644 0.00055440742358127057 0.0011256550145305058 0.00082220269330576356 0.00047225488349795337 0.00091147727844323597 0.00049934415993365376 0.00093092354264375844
leaf_weight=1092 50 100 41 34 76 48 24 23 25 35 74 63 41 21 22 34 146 38 21 217 31 24 79 92 60 24 25 224 22 315
leaf_count=1092 50 100 41 34 76 48 24 23 25 35 74 63 41 21 22 34 146 38 21 217 31 24 79 92 60 24 25 224 22 315
internal_value=0 0.000554574 0.000509054 0.000917208 0.000605794 0.000927075 0.000932881 0.000782337 0.000936545 0.000394307 0.000459861 0.000678076 0.000930882 0.00095222 0.00029949 0.000528459 0.000897592 0.00087077 0.00092118 0.000884981 0.000258566 0.000202075 0.000849697 0.000507684 0.00108272 0.000923042 0.000372169 0.000900222 0.000597661 0.000941259
internal_weight=0 673 599 2448 325 2351 2303 99 2279 274 162 97 2194 1337 112 226 857 401 456 363 90 55 100 192 85 74 99 245 63 356
internal_count=3121 673 599 2448 325 2351 2303 99 2279 274 162 97 2194 1337 112 226 857 401 456 363 90 55 100 192 85 74 99 245 63 356
is_linear=0
shrinkage=0.00196078


Tree=6871
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 47 2 14 2 4 1 2 4 2 2 3 160 160 52 10 2 1 4 52 4 133 16
split_gain=17.5357 2.77308 1.6985 1.48522 1.01344 0.885007 0.481652 0.462792 0.446796 0.446479 0.383772 0.322143 0.283132 0.267419 0.299476 0.236048 0.171603 0.168832 0.177393 0.277872 0.162996 0.153632 0.141099 0.16927 0.124036 0.113273 0.109109 0.179313 0.143755 0.127347
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.09253500000000002 0.14960000000000004 0.13082500000000002 0.11474000000000002 0.062655000000000016 0.14285500000000004 0.42051500000000003 0.089770000000000016 0.090425000000000019 -0.55119499999999988 -0.0091949999999999983 0.092365000000000017 -0.12018999999999998 -0.037174999999999993 -0.067824999999999983 -0.56176499999999996 -1.0000000180025095e-35 0.10045500000000002 0.16175000000000003 -0.0070899999999999991 0.039215000000000007 0.24564500000000003 0.11667000000000001 0.061255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 10 -5 21 11 25 13 12 -4 15 16 -1 -15 18 19 -17 -14 -7 -3 -24 -13 -6 27 28 -23 -28
right_child=1 2 8 6 9 7 -8 -9 -10 -11 -12 24 20 14 -16 17 -18 -19 -20 -21 -22 26 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0010670639998883872 0.00082603672209846473 0.0003426137669086868 0.00045942016726227683 0.00077336348911195201 0.00086828274723818849 0.00090156094253819423 0.00048212161840292003 0.00050572883910155353 0.00051575823473311245 0.00044735053347216711 0.00099197022878287134 0.00023455637853167475 0.0004237451064342271 0.00064394834940952181 0.0005820549231337007 0.00058116521042824679 0.00082806064419807556 0.00081173862576926399 0.0008724337892515358 0.00087143747163388654 0.00022922505891424263 0.00077392958061354793 0.00062979154244306647 0.00045062417193331833 6.4784941201756542e-05 0.00070566904149884052 0.00082836134012671348 0.00056333785074876919 0.00062284491831014136 0.00070027224450411568
leaf_weight=21 76 39 52 34 23 34 61 26 37 24 76 78 22 21 23 21 266 254 1156 32 67 179 23 171 21 58 139 21 28 38
leaf_count=21 76 39 52 34 23 34 61 26 37 24 76 78 22 21 23 21 266 254 1156 32 67 179 23 171 21 58 139 21 28 38
internal_value=0 0.000472688 0.000429023 0.000826683 0.000522306 0.000836461 0.000586356 0.000759909 0.000315196 0.000682245 0.000855496 0.000284276 0.00034447 0.000849715 0.000797336 0.000860656 0.000814589 0.000857693 0.000867348 0.000756424 0.000277309 0.000774963 0.000450231 0.000471866 0.000198544 0.000751843 0.000764335 0.000735979 0.000753493 0.000800862
internal_weight=0 691 615 2430 338 2335 95 465 277 105 1870 240 141 1794 310 1484 287 1463 1209 53 89 439 233 194 99 81 405 228 207 177
internal_count=3121 691 615 2430 338 2335 95 465 277 105 1870 240 141 1794 310 1484 287 1463 1209 53 89 439 233 194 99 81 405 228 207 177
is_linear=0
shrinkage=0.00196078


Tree=6872
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 1 2 4 1 2 457 49 3 43 2 4 2 159 150 2 1 1 4 47 0 52 160
split_gain=19.3345 2.97499 1.63379 1.38781 1.07296 0.970115 0.587388 0.541233 0.513435 0.491777 0.346885 0.324066 0.405426 0.281809 0.259998 0.238197 0.215526 0.21079 0.20446 0.220467 0.194066 0.199557 0.160438 0.150767 0.135108 0.133982 0.130592 0.121144 0.118577 0.114729
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.077845000000000011 0.14122000000000004 0.40945500000000007 0.089625000000000024 0.090425000000000019 0.080930000000000016 -0.054984999999999992 0.30112000000000005 -0.013199999999999998 -0.0091949999999999983 -0.55119499999999988 0.089005000000000015 0.076905000000000015 1.0000000180025095e-35 0.10882500000000002 0.13075500000000004 0.13501500000000002 0.057560000000000007 0.090280000000000013 0.14486500000000005 0.039215000000000007 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 20 6 11 10 -4 13 15 18 17 25 -2 16 -6 -13 -1 -20 21 22 -3 -5 -12 27 -16 -7 -27 -26
right_child=1 4 8 23 7 9 -8 -9 -10 -11 24 12 -14 -15 26 -17 -18 -19 19 -21 -22 -23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=0.0011688845345174787 0.00067390099736303727 0.00081651297472723667 0.00091585240193775726 0.00060040677477623899 0.00046655734437152596 0.00093590579965683999 0.0011405253046652603 0.00021476678916380979 0.0006010378890097327 0.00066732632852324679 0.00044685870687910577 0.00074709192972760477 0.00065716813808308638 0.000685399548558433 0.00096846195825698645 0.00037854259675429539 0.00068245165214380797 0.00094252324324403517 0.00099137490654814682 0.00094049836353103037 0.00049054590644302708 0.0005515264592844245 0.00062147448357138802 0.00041652382123192737 0.00042808018887744229 0.00078756766150098103 0.00083951923637942216 0.00078793204082247548 0.00092024951199300934 0.0002659295318216395
leaf_weight=21 23 31 28 60 32 283 76 50 69 41 55 23 23 24 58 30 40 274 960 497 45 52 34 24 25 61 63 23 45 51
leaf_count=21 23 31 28 60 32 283 76 50 69 41 55 23 23 24 58 30 40 274 960 497 45 52 34 24 25 61 63 23 45 51
internal_value=0 0.000566035 0.000941293 0.000748163 0.000472719 0.000951582 0.000971677 0.000399873 0.000691912 0.000872634 0.000439596 0.00096454 0.000907967 0.000891941 0.000865002 0.000525335 0.000586499 0.000927389 0.000976789 0.00097402 0.000599975 0.000642063 0.000714493 0.000547869 0.000372837 0.000903972 0.000901326 0.000924784 0.000843895 0.000319269
internal_weight=0 673 2448 228 445 2351 1874 283 97 477 233 1798 320 436 144 102 72 297 1478 1457 162 117 65 84 131 412 121 306 106 76
internal_count=3121 673 2448 228 445 2351 1874 283 97 477 233 1798 320 436 144 102 72 297 1478 1457 162 117 65 84 131 412 121 306 106 76
is_linear=0
shrinkage=0.00196078


Tree=6873
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 2 2 1 2 47 13 130 160 16 2 12 52 11 150 0 15 12 1 48 4 52
split_gain=12.7529 2.12133 1.27117 0.978291 0.776747 0.619108 0.451776 0.355465 0.348967 0.325256 0.266662 0.235038 0.298962 0.15361 0.151048 0.197011 0.285515 0.160204 0.150431 0.13258 0.121134 0.112772 0.103697 0.0946645 0.147963 0.094361 0.0901317 0.0852256 0.0840728 0.0840567
threshold=0.104035 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.17025000000000004 0.089625000000000024 0.090425000000000019 0.13011000000000003 -0.0044799999999999987 -0.070634999999999989 -1.0000000180025095e-35 -0.016164999999999995 -0.0091949999999999983 0.087830000000000005 -0.56176499999999996 0.077415000000000012 1.0000000180025095e-35 -0.11173999999999999 -0.11713499999999999 0.096475000000000019 0.15799000000000005 0.093265000000000015 -0.036839999999999991 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 14 8 25 -5 11 20 13 19 18 -4 -3 -16 -17 -18 -13 21 -7 23 -22 24 -1 -6 -12 -21 -2 -26
right_child=1 2 10 7 6 9 -8 -9 -10 -11 26 12 -14 -15 15 16 17 -19 -20 27 22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00079953837739764582 0.00074077148727554694 0.00031941477612932825 0.00022733703697629313 0.00065891473320975574 0.0007085429475547656 0.00076558976128027103 0.00036756197540784306 0.00040871553249927778 0.0008473041854698837 0.00047045166446996157 0.00015980154504159502 0.00052011544424014372 0.0004478541005145558 0.00041542294143023448 0.00022635970684681451 0.00059803684067115382 0.00042729801673719231 0.00022954367182498412 0.00069235718074322366 0.00070769089741922571 0.00065192535862560765 0.00088033855837934161 0.00052138997263768137 0.00074113072996769035 0.00050546622743793566 0.00057155806268990405 -1.0131572283644413e-05 0.00062493113000198727 0.00059493255325837407 0.0006760105642617917
leaf_weight=21 55 182 101 34 29 34 41 61 76 41 28 21 23 20 20 31 63 21 272 598 365 21 25 741 20 58 21 52 21 25
leaf_count=21 55 182 101 34 29 34 41 61 76 41 28 21 23 20 20 31 63 21 272 598 365 21 25 741 20 58 21 52 21 25
internal_value=0 0.000391426 0.000353235 0.000693309 0.000408333 0.000701244 0.000537251 0.000498261 0.000717166 0.000637217 0.000209007 0.000711653 0.000663115 0.000258426 0.000356278 0.000405974 0.000437212 0.000377859 0.000680012 0.00072203 0.000653343 0.000738484 0.000643558 0.000734793 0.000663635 0.00061722 8.69731e-05 0.00070107 0.000700474 0.000600213
internal_weight=0 691 615 2430 445 2335 128 95 1870 465 170 1794 316 121 317 135 115 84 293 1478 424 828 390 807 66 87 49 650 76 45
internal_count=3121 691 615 2430 445 2335 128 95 1870 465 170 1794 316 121 317 135 115 84 293 1478 424 828 390 807 66 87 49 650 76 45
is_linear=0
shrinkage=0.00196078


Tree=6874
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 1 14 4 48 2 131 4 15 1 43 47 1 1429 2 3 13 3 0 51 4
split_gain=22.9805 3.76465 2.20238 1.94669 1.56321 1.08225 0.757474 0.67402 0.660948 0.512769 0.450838 0.43843 0.382361 0.376351 0.292996 0.252769 0.223619 0.230259 0.513053 0.212039 0.204028 0.183444 0.276344 0.181321 0.177841 0.175014 0.168148 0.164924 0.134641 0.120601
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089885000000000007 0.40473500000000007 0.13501500000000002 0.13082500000000002 0.14285500000000004 0.09253500000000002 0.062655000000000016 0.27834500000000006 -0.015314999999999997 -0.090999999999999984 0.082750000000000004 -0.072334999999999997 -0.21699999999999997 0.086455000000000018 -0.073959999999999984 0.090100000000000013 0.080270000000000022 0.083420000000000008 0.31358000000000003 -0.14186499999999996 -0.097984999999999989 -0.10217499999999997 -0.13455999999999999 0.11144500000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 11 -6 13 9 12 -5 14 -4 -7 -1 23 24 -18 19 29 -3 28 -23 -11 -15 -26 -27 -21 -16 -19
right_child=1 2 8 10 6 7 -8 -9 -10 15 -12 -13 -14 16 21 -17 17 18 -20 27 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00074149607456622908 0.00094530636296026019 0.00046261257386528217 0.00054292041623881567 0.00083714273200728077 0.00089326512454604564 0.00070852244751464476 0.00051640233432998764 0.00066101460982406258 0.00058339148553539406 0.00019852592211789906 0.00055697610846135409 0.0011386129518567863 0.00031465320399991367 0.0010319954028280502 0.00099126936925918673 0.00039059650609452349 0.0010515106942064019 0.0009635624712730404 0.0006284208712624568 0.0010189941255540965 0.00062740542265267516 0.00094915265179346836 0.00071381616387881485 -1.7510108540163321e-05 0.000757574750884119 0.00078056128947786034 0.00096880408482922196 0.00083787660322254352 0.00082842202601479545 0.00087928083808463649
leaf_weight=22 71 192 39 34 70 38 29 48 37 59 63 59 102 81 813 20 31 165 30 21 34 470 20 20 22 21 139 243 20 108
leaf_count=22 71 192 39 34 70 38 29 48 37 59 63 59 102 81 813 20 31 165 30 21 34 470 20 20 22 21 139 243 20 108
internal_value=0 0.000518281 0.000467918 0.000927394 0.000577408 0.000938625 0.000782871 0.000887401 0.000339454 0.000301847 0.000655179 0.000973176 0.000377791 0.000899489 0.000965919 0.000193684 0.000907917 0.000886961 0.000877964 0.000891905 0.000487404 0.000969651 0.000939547 0.000143833 0.000955566 0.000921551 0.000944097 0.000852284 0.000987359 0.00093022
internal_weight=0 673 602 2448 325 2351 99 947 277 240 97 1404 141 899 1345 99 861 598 567 537 226 1323 490 79 263 182 160 264 833 273
internal_count=3121 673 602 2448 325 2351 99 947 277 240 97 1404 141 899 1345 99 861 598 567 537 226 1323 490 79 263 182 160 264 833 273
is_linear=0
shrinkage=0.00196078


Tree=6875
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 42 44 4 3 3 12 156 1 151 159 43 475 51 48 48 11 51 11 133 1212 43 43 1209
split_gain=0.982596 0.178438 0.130415 0.100253 0.0724207 0.0657771 0.057656 0.0519229 0.0485801 0.0560627 0.0895459 0.049546 0.0533507 0.04446 0.0532346 0.0438289 0.0422336 0.0402276 0.0393545 0.0379111 0.0520821 0.0545593 0.0407694 0.0350954 0.0495153 0.0344853 0.0607207 0.0516868 0.0389858 0.0345753
threshold=0.104035 0.13210500000000003 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40473500000000007 0.13082500000000002 -0.076394999999999977 1.0000000180025095e-35 -0.073934999999999987 0.092670000000000016 -0.14989499999999997 0.089885000000000007 0.096630000000000008 0.12337000000000002 -1.0000000180025095e-35 -0.085489999999999997 -0.080324999999999994 -0.082139999999999991 -0.17684999999999998 0.092265000000000014 0.016865000000000002 0.086080000000000018 -0.09193999999999998 1.0000000180025095e-35 -0.0081349999999999981 0.11387000000000001 -0.0092949999999999994 -0.074974999999999986 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 -4 -3 -5 9 16 11 -11 -13 14 -2 -12 -1 -9 -14 -18 21 22 23 -21 25 28 27 29 -25 -27
right_child=1 6 5 7 -6 -7 -8 17 -10 10 15 12 18 -15 -16 -17 19 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.014209624763691066 0.0056701265091335436 0.0027118903042471858 0.0099245608291542824 0.011179894457260768 0.0062611172291023353 0.0051906627005066826 0.006977012569672968 0.0072113037123629938 0.014252808073471332 0.0058952670630758571 0.008343347921036184 0.010563176943182833 0.012460260391235352 0.0090709170596974514 0.0016085114348434696 0.0017230079229921102 0.014583248159159784 0.0022817260110750792 0.0089936594100829305 0.0075793195264162241 0.0054254380334168677 0.015749576929956675 0.0068443631423482053 0.0069143158756196504 0.01435454630603393 0.0071136802967105596 0.0054162090311625178 0.0084244634000457484 0.011443496181453452 0.011343709151426519
leaf_weight=33 214 191 142 21 48 37 38 49 29 31 20 641 35 31 38 20 23 25 509 37 20 20 30 20 36 21 28 110 382 242
leaf_count=33 214 191 142 21 48 37 38 49 29 31 20 641 35 31 38 20 23 25 509 37 20 20 30 20 36 21 28 110 382 242
internal_value=0 0.00570213 0.00683349 0.00997571 0.0101053 0.00894605 0.00341964 0.00679131 0.0101859 0.0101337 0.00968866 0.0098418 0.00994504 0.00549728 0.00505766 0.00503318 0.0106916 0.00554591 0.00921669 0.0105718 0.0104743 0.0105833 0.0104693 0.0105934 0.0107263 0.0105637 0.00990751 0.0102447 0.0112182 0.011006
internal_weight=0 691 462 2430 2335 179 229 95 2287 2258 1256 1216 1185 283 252 40 1002 74 544 969 946 926 906 876 839 803 401 373 402 263
internal_count=3121 691 462 2430 2335 179 229 95 2287 2258 1256 1216 1185 283 252 40 1002 74 544 969 946 926 906 876 839 803 401 373 402 263
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=31
num_cat=0
split_feature=1 52 2 4 52 2 51 132 15 48 11 12 16 0 16 124 1 3 151 51 12 15 52 12 9 2 2 2 31 3
split_gain=0.796951 0.183544 0.105323 0.0654405 0.060524 0.0588727 0.054964 0.0478455 0.0604063 0.095179 0.0427083 0.071762 0.0444311 0.0418268 0.0758274 0.0405484 0.0390429 0.0789503 0.0423731 0.0385259 0.0381245 0.0394278 0.0499433 0.0377567 0.0377209 0.0476761 0.0433484 0.0827351 0.0564841 0.0372065
threshold=0.10312500000000001 -0.40967499999999996 0.14753000000000002 0.40124500000000002 0.19022000000000003 0.098630000000000009 -0.41904999999999998 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.075910000000000019 0.09320500000000001 0.037555000000000005 -0.026509999999999995 0.15273500000000004 -1.0000000180025095e-35 0.080270000000000022 -0.116045 0.057610000000000008 0.11548000000000001 0.095780000000000018 -0.067579999999999987 0.060015000000000006 0.11734000000000001 0.099965000000000012 -0.13033999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.077289999999999984 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 10 -3 8 -4 -10 16 12 -12 15 -15 -7 19 -18 -19 29 21 -17 -23 24 25 -8 28 -28 -27 -1
right_child=1 2 7 -5 -6 13 23 -9 9 -11 11 -13 -14 14 -16 20 17 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0095214478897966501 0.0094629893307056692 0.0098434772571809378 0.004666543335546381 0.0035807192442007365 0.0081931658719902947 0.0052544457272982563 0.0083743693607468764 0.0054345137908447735 -0.0063161418180574073 0.0020326182886492464 0.011078516545239836 0.0063150081938753537 0.016357758671045303 0.0024034772444899905 0.0082316796055350167 0.0087077591244037016 0.0023386290902271865 0.0089100347312850263 0.004219632889144123 0.0063339751465497796 0.0079914892787311346 0.015633915240565937 0.009675816364367219 0.0080346544055889049 0.00074694026261568069 0.0039308949529764832 0.010426472389372067 0.0042997080678792874 -0.0024784197594271973 0.013087491225451232
leaf_weight=1183 90 21 26 22 61 34 31 28 22 36 44 21 25 34 65 79 20 521 20 37 198 24 34 30 27 44 24 270 20 30
leaf_count=1183 90 21 26 22 61 34 31 28 22 36 44 21 25 34 65 79 20 521 20 37 198 24 34 30 27 44 24 270 20 30
internal_value=0 0.00523458 0.00463996 0.00900953 0.00523079 0.00905995 0.00484384 0.0018546 0.000661301 -0.00113415 0.00930729 0.0114335 0.0129913 0.00805523 0.00623007 0.00854491 0.00920163 0.00850854 0.00873664 0.00951268 0.00887886 0.0101613 0.0121412 0.00460843 0.00436135 0.00461222 0.00428645 0.00479985 0.00192798 0.00960964
internal_weight=0 730 640 2391 528 2369 467 112 84 58 1901 90 69 468 99 369 1811 561 541 1250 335 137 58 446 416 389 358 294 64 1213
internal_count=3121 730 640 2391 528 2369 467 112 84 58 1901 90 69 468 99 369 1811 561 541 1250 335 137 58 446 416 389 358 294 64 1213
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 457 42 13 4 42 48 16 51 1 13 43 16 474 51 50 474 49 48 16 43 11 3 42
split_gain=0.64715 0.0957432 0.0828088 0.0603571 0.0560861 0.0520737 0.0436177 0.0394481 0.0376609 0.039782 0.0597969 0.0369381 0.0356897 0.0447461 0.0339548 0.0317883 0.0316889 0.0311691 0.0294884 0.0395971 0.0520748 0.0490413 0.0789616 0.0361416 0.0433186 0.0426433 0.0350446 0.0622227 0.0588096 0.0332085
threshold=0.10920500000000001 -0.053259999999999995 1.0000000180025095e-35 0.31358000000000003 0.042705000000000007 0.11411 0.13913500000000004 0.29113500000000009 0.11603500000000001 -0.004174999999999999 0.024790000000000003 -0.0060199999999999993 -1.0000000180025095e-35 -0.44310499999999992 -0.22411499999999998 0.13075500000000004 1.0000000180025095e-35 -0.080324999999999994 -0.0073349999999999986 0.088435000000000014 -0.016074999999999996 0.083640000000000006 0.085295000000000024 -0.080089999999999981 0.085485000000000019 -0.0083599999999999976 -0.070064999999999975 0.078730000000000008 -0.095524999999999985 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 6 15 7 14 9 -3 -11 -4 -6 -14 -1 -2 -12 -13 23 21 -21 22 26 24 -16 29 27 28 -20 -25
right_child=1 3 11 -5 12 -7 -8 -9 -10 10 16 17 13 -15 18 -17 -18 -19 19 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.010614562738659 0.0083465934690923026 0.0031675795241438622 0.0091210344890979202 -0.0013355266267003922 0.0038330069623153775 0.0040122191152269287 0.0036625921272207054 0.0041433989959345626 -0.00034784169190309265 0.0091324867389630526 0.0053484689097340202 0.0057147265210681199 0.0090389553660360899 0.0065205179148156633 0.002887915528845042 0.0039252841519191858 0.00087730831304646054 0.0017669986883577491 0.0097206864808277605 0.010780695144934819 0.0051705463700706051 0.010422044318663526 0.0022198049051146353 0.0087797783187795724 0.0088357622828334568 0.013054347749460828 0.0082590308588017559 0.0011790328333154323 0.0058544029759455794 0.0070449085824323262
leaf_weight=67 87 223 22 26 33 70 20 22 22 32 51 70 101 234 24 20 23 28 57 78 21 49 31 1154 25 22 240 20 127 122
leaf_count=67 87 223 22 26 33 70 20 22 22 32 51 70 101 234 24 20 23 28 57 78 21 49 31 1154 25 22 240 20 127 122
internal_value=0 0.00421426 0.00798287 0.00331348 0.00810865 0.00613285 0.00831007 0.00835521 0.00365786 0.00392571 0.00552066 0.00541808 0.00697072 0.00727981 0.0084007 0.00752018 0.00395878 0.0045868 0.00832541 0.00775651 0.00959066 0.00740998 0.00709926 0.00858852 0.00592253 0.00868917 0.00743995 0.00647632 0.00705211 0.00861391
internal_weight=0 554 2567 377 2447 177 2079 2059 351 329 106 120 368 335 2037 107 74 98 1970 623 99 524 475 1347 49 1298 444 204 184 1276
internal_count=3121 554 2567 377 2447 177 2079 2059 351 329 106 120 368 335 2037 107 74 98 1970 623 99 524 475 1347 49 1298 444 204 184 1276
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 0 1 49 47 2 4 1 150 49 16 12 4 3 159 150 2 1 52 1 0 3 133
split_gain=20.1971 3.29636 1.62344 1.40421 1.02356 1.00235 0.740054 0.576272 0.520597 0.461455 0.459842 0.429903 0.428355 0.384228 0.358132 0.313694 0.283427 0.277815 0.226475 0.206207 0.207184 0.196078 0.188091 0.157599 0.135563 0.124942 0.123161 0.120485 0.115221 0.104659
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.11690500000000002 0.062655000000000016 0.17025000000000004 -0.10607499999999999 0.09253500000000002 0.082865000000000008 0.080455000000000013 0.14960000000000004 0.0082450000000000006 0.083135000000000014 1.0000000180025095e-35 -0.054984999999999992 -0.061854999999999993 0.088245000000000004 -0.52556499999999995 -0.13927999999999999 0.082585000000000006 1.0000000180025095e-35 0.10882500000000002 0.13075500000000004 0.12418000000000001 0.076935000000000017 -0.030209999999999997 0.0051600000000000005 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 6 21 8 11 10 -4 14 25 15 18 -1 26 -2 -13 19 -10 -21 22 23 -3 -5 -7 27 29 -16 -6
right_child=1 5 9 24 12 7 -8 -9 13 -11 -12 17 -14 -15 28 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082151190860864311 0.00056146168851080043 0.00068124650412560643 0.00077078872528936904 0.00049180462627726441 0.00080510472051251961 0.00024708136133161211 0.0010509620831396776 9.210820782783569e-05 0.0010891585762983834 0.00048734240669848721 0.00093841780147521322 0.00035222690147916657 0.00051604641888004083 0.00075148540123353184 0.00046944435965783402 0.00057120147690761325 0.00079891321300165977 0.00061096824548689452 0.00085043943124491958 0.00070014008147821147 0.0008975407763575278 0.00035329133721973878 0.00043148679373959496 0.00049103006909600316 0.00031744011778999238 0.00039064889644593501 0.00085778176185727492 0.00066846566249773108 0.0006465834507633463 0.0007055966900844199
leaf_weight=44 23 33 34 60 217 139 79 50 21 63 36 39 26 104 20 27 121 27 770 21 769 38 57 34 24 28 81 38 48 50
leaf_count=44 23 33 34 60 217 139 79 50 21 63 36 39 26 104 20 27 121 27 770 21 769 38 57 34 24 28 81 38 48 50
internal_value=0 0.000451747 0.000835284 0.00064346 0.000845541 0.000353521 0.000865145 0.000283113 0.000857137 0.000586695 0.000745638 0.000324101 0.000760158 0.00086693 0.000683673 0.000775525 0.000760987 0.000458076 0.000874524 0.000897391 0.000892293 0.000476518 0.000514281 0.000584719 0.000441986 0.000271153 0.000789818 0.000771768 0.000594484 0.00078647
internal_weight=0 673 2448 228 2351 445 1912 283 1833 97 148 233 439 1685 112 413 144 66 1581 811 790 162 124 67 84 167 386 305 68 267
internal_count=3121 673 2448 228 2351 445 1912 283 1833 97 148 233 439 1685 112 413 144 66 1581 811 790 162 124 67 84 167 386 305 68 267
is_linear=0
shrinkage=0.00196078


Tree=6879
num_leaves=31
num_cat=0
split_feature=1 52 2 12 4 2 13 0 43 16 51 159 16 133 376 9 14 130 12 391 3 1 49 3 2 13 160 16 4 1447
split_gain=0.628014 0.146982 0.0804378 0.0616403 0.0523167 0.0507314 0.0401368 0.0382159 0.136231 0.0767223 0.0367555 0.0388801 0.0419809 0.0366103 0.057231 0.0351287 0.0339996 0.0362402 0.033606 0.0335649 0.0368883 0.0620938 0.0522427 0.0681741 0.0377335 0.0335165 0.0523527 0.0465225 0.0333921 0.0329707
threshold=0.10312500000000001 -0.40967499999999996 0.13622000000000004 0.088105000000000003 0.40124500000000002 0.089885000000000007 -0.10278499999999999 -0.073309999999999986 -0.083684999999999996 -0.065229999999999996 0.10532000000000001 0.10684 -0.11118499999999999 0.089200000000000015 0.088235000000000008 0.092235000000000011 -0.46413499999999996 -0.054924999999999995 -0.081419999999999979 -1.0000000180025095e-35 -0.14186499999999996 0.08864000000000001 -0.061079999999999988 0.097915000000000016 0.10855000000000002 -0.011289999999999998 -1.0000000180025095e-35 -0.0094449999999999968 0.40945500000000007 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 6 -1 -8 -9 -10 11 12 18 16 -15 -5 -3 -18 -4 -7 24 29 -23 -24 -21 -19 -27 28 -28 -22
right_child=1 2 10 15 -6 19 7 8 9 -11 -12 -13 -14 14 -16 -17 17 25 -20 20 21 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.010965370391724199 0.0083474287869305247 0.0084014695882797235 0.0050120676063339815 0.0072005257866871748 0.003060562180524523 0.0033457375690340999 0.0083954146615844907 0.00082399405749334449 0.005174310292696228 0.01126197497657639 0.0046148432973534504 0.0040935474782993362 -0.002412489765427179 -0.0013889963764713372 0.0054657599312208953 0.0027527597245006336 0.000140120344613457 0.0032105517340824011 2.4363880843988488e-05 0.010884963928577331 0.011002698375119104 0.0083805630628306146 -0.0010725633892434416 0.0059779887695185609 0.0060983541462084519 0.0096912164599052639 0.0080549406324280422 0.0010283435798353619 0.0037770367350202765 0.0074459566701403253
leaf_weight=56 90 20 22 115 22 20 1237 31 37 47 47 37 36 29 21 21 21 111 35 58 27 26 24 32 23 25 36 27 37 751
leaf_count=56 90 20 22 115 22 20 1237 31 37 47 47 37 36 29 21 21 21 111 35 58 27 26 24 32 23 25 36 27 37 751
internal_value=0 0.00456354 0.00403143 0.00472459 0.00791458 0.00795966 0.00834197 0.00823331 0.00648962 0.0085805 0.00221823 0.00135177 0.000260953 0.00398048 0.00149 0.00651374 0.00443003 0.00412096 0.00194944 0.00739952 0.00748568 0.00729353 0.0046762 0.00295632 0.0095258 0.00447519 0.00559819 0.00457493 0.00588669 0.00756939
internal_weight=0 730 640 463 2391 2369 1408 1352 115 84 177 130 93 327 50 136 277 257 57 961 941 860 82 56 81 236 125 100 73 778
internal_count=3121 730 640 463 2391 2369 1408 1352 115 84 177 130 93 327 50 136 277 257 57 961 941 860 82 56 81 236 125 100 73 778
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 47 14 16 1 2 4 0 2 2 2 2 4 475 52 16 49 1456 13 43 15 12
split_gain=20.9268 3.33329 1.93294 1.91131 1.46894 1.02172 0.704991 0.540886 0.533444 0.491715 0.434212 0.36335 0.309904 0.248366 0.210239 0.211475 0.206679 0.205515 0.188017 0.134923 0.133416 0.128073 0.122448 0.119432 0.163183 0.114999 0.114545 0.114382 0.106455 0.106126
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.40473500000000007 0.14960000000000004 0.077845000000000011 0.13082500000000002 0.076975000000000002 -0.52595999999999987 0.089625000000000024 0.08647500000000001 -0.013125 0.14486500000000005 -0.0091949999999999983 0.14122000000000004 0.17025000000000004 0.087625000000000022 -0.036839999999999991 -0.088274999999999978 0.25317500000000004 -0.45661999999999997 -0.009244999999999998 0.083870000000000014 -1.0000000180025095e-35 0.0034250000000000005 0.11171000000000002 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 10 29 11 -5 18 12 -7 19 16 15 27 -14 26 -4 21 -2 -1 -23 -16 -25 -21 -3 28 -13 -6
right_child=1 2 9 8 6 7 -8 -9 -10 -11 -12 14 13 -15 23 -17 -18 -19 -20 25 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00071508130739291939 0.00086431220991938721 0.0003514612306147259 0.00021069489939007174 0.00076296067684471431 0.00082262042630274921 0.00050524659424387155 0.00040120653498169602 0.00046931585580739857 0.00044207037901587871 0.00047445698376849787 0.00099436082850780827 0.00087290720541137955 0.00061448401210151564 0.00057668638873825423 0.0008293837561579564 0.0006495460490875799 0.00080822552465749278 0.00021299614844953312 6.7927873557588708e-05 0.00081440663130579025 0.00068646021357743564 0.00087148671633869928 0.00073707587016001068 0.00054010414662223087 0.00072599118830369365 0.00091109980982173448 0.00043673362180068247 0.00075090585100317359 0.00077450221416607403 0.00067507980478899237
leaf_weight=22 50 156 122 28 29 21 37 26 69 23 67 143 23 22 37 31 266 30 50 522 24 747 27 20 197 52 99 68 60 53
leaf_count=22 50 156 122 28 29 21 37 26 69 23 67 143 23 22 37 31 266 30 50 522 24 747 27 20 197 52 99 68 60 53
internal_value=0 0.000414025 0.000365523 0.000804429 0.000442907 0.000815558 0.000625881 0.000745962 0.000534699 0.000205198 0.000839566 0.000758428 0.000833396 0.000777518 0.000767991 0.000802958 0.000792807 0.000366507 0.000169193 0.000846081 0.00080663 0.000862605 0.000866798 0.000726416 0.000708859 0.000823166 0.000384567 0.000820507 0.000843822 0.000727259
internal_weight=0 673 599 2448 404 2351 119 603 97 195 1748 577 1681 311 556 302 289 285 172 1370 74 796 774 254 217 574 255 271 203 82
internal_count=3121 673 599 2448 404 2351 119 603 97 195 1748 577 1681 311 556 302 289 285 172 1370 74 796 774 254 217 574 255 271 203 82
is_linear=0
shrinkage=0.00196078


Tree=6881
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 1 2 2 457 1 1 39 1 2 14 475 1 4 50 1447 1420 51 1429
split_gain=19.1235 2.21339 1.98672 1.22217 1.18394 0.821979 0.610176 0.567263 0.548814 0.513281 0.499023 0.436457 0.343362 0.258865 0.294548 0.198836 0.182743 0.156541 0.146291 0.14391 0.143304 0.137927 0.137016 0.127008 0.103876 0.0966643 0.0885543 0.0859411 0.107786 0.112589
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.076975000000000002 0.36766000000000004 0.09253500000000002 0.13754500000000003 0.089625000000000024 -0.0091949999999999983 0.090050000000000005 0.080930000000000016 0.122715 0.16175000000000003 0.095830000000000012 0.12958500000000003 0.089885000000000007 -1.0000000180025095e-35 -0.069854999999999987 0.12000500000000001 -0.008819999999999998 0.086295000000000011 -0.082869999999999985 -0.083604999999999985 0.11144500000000002 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 6 23 19 12 11 -4 15 20 -14 -15 22 24 25 21 -8 27 -9 -6 -3 -2 -7 -22 -1 29 -29
right_child=1 5 10 -5 9 17 7 18 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010765952679812145 0.0009265605271683168 0.00047355548065788037 0.00084618812356028169 0.00049430122497828627 0.0009581027230135111 0.00028667674387022077 0.0008577429554997918 0.00064048439747905149 0.0011073434851203347 0.00060122779590929525 0.00056097665604802518 0.00066851854454551306 0.00069254963065598358 0.00091058570873673434 0.00069270070479286554 0.00067807918323167403 0.00068504254518176265 0.0001352204350766793 0.00037139382171088204 0.00062793021546859366 0.0010147604105227134 0.00048706981079904945 0.00086263400763289652 0.00030698852427635812 0.00078659348579403622 0.00043620329629131817 0.00090753613464413213 0.00096359190088745369 0.00083076274851238746 0.0008715474668324816
leaf_weight=23 47 24 34 74 69 68 22 29 72 34 77 46 27 289 26 20 29 21 31 20 32 101 356 66 36 22 397 949 26 54
leaf_count=23 47 24 34 74 69 68 22 29 72 34 77 46 27 289 26 20 29 21 31 20 32 101 356 66 36 22 397 949 26 54
internal_value=0 0.000512843 0.000904845 0.00068984 0.00091661 0.000431354 0.000485791 0.000545371 0.000939438 0.000834213 0.000648339 0.000850347 0.000932807 0.000876808 0.000892602 0.000869142 0.000819035 0.000287659 0.00049243 0.000748308 0.000945738 0.000521293 0.000878134 0.000351406 0.000865852 0.000323228 0.000915534 0.000958055 0.000955405 0.000958636
internal_weight=0 590 2531 186 2420 404 293 203 1895 525 111 491 1823 342 315 445 112 111 161 42 1481 130 425 90 83 90 429 1052 1029 1003
internal_count=3121 590 2531 186 2420 404 293 203 1895 525 111 491 1823 342 315 445 112 111 161 42 1481 130 425 90 83 90 429 1052 1029 1003
is_linear=0
shrinkage=0.00196078


Tree=6882
num_leaves=31
num_cat=0
split_feature=1 52 1 12 123 2 4 44 15 11 133 151 12 3 403 41 12 159 11 49 15 3 2 42 131 3 43 0 132 0
split_gain=0.707184 0.159821 0.0922748 0.0617679 0.0564101 0.0566865 0.0465234 0.0400713 0.0412205 0.0587303 0.0466549 0.0618411 0.0477126 0.0452014 0.0720359 0.0558416 0.0456804 0.0436226 0.0373296 0.0351149 0.0340549 0.0391431 0.0374457 0.0334826 0.0329554 0.0319927 0.0362602 0.0315358 0.0314682 0.0308286
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.088105000000000003 1.0000000180025095e-35 0.13501500000000002 -0.011559999999999999 1.0000000180025095e-35 0.040760000000000005 0.075910000000000019 0.076280000000000014 0.050660000000000004 0.095780000000000018 -0.094299999999999981 -0.069009999999999988 0.077565000000000009 0.084100000000000022 0.082585000000000006 0.093970000000000012 0.10347500000000003 -0.21699999999999997 0.10299500000000002 0.085105000000000014 -0.076394999999999977 0.09031500000000002 -0.14186499999999996 -0.11008499999999999 -0.15090499999999998 0.090440000000000006 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 24 3 28 5 7 -5 8 10 -10 11 13 -12 14 -1 16 -16 20 -8 -14 -15 22 -22 -6 -2 -18 -27 -11 -3 -4
right_child=1 2 29 6 23 -7 18 -9 9 27 12 -13 19 17 15 -17 25 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00074601903557777413 0.009959849457328137 0.0044847118820939263 0.0044466148157053719 0.01015186246856296 0.0093182975381967577 0.0050760984001196148 0.0067448003739392498 0.012308439103487348 0.008776936985864672 0.010232951827911717 0.0092926574231703054 0.0033179248429157518 0.0085351452808827173 0.011336806945502759 0.0040871475093389072 0.0021916228299960496 0.011141823865536199 0.010178824718362497 0.0022787391576760759 0.0045870338384879803 0.0091302402190864083 0.0033309901066656622 0.0068921921195328403 0.0047165887493065385 0.0056875904554035519 0.0098962730067261653 0.0054010596708394592 0.015190102701031029 0.00048829862027473399 0.0013378930271599155
leaf_weight=20 65 319 44 31 21 48 85 28 1023 33 401 33 50 25 26 20 37 96 24 41 125 21 186 64 25 34 38 21 21 116
leaf_count=20 65 319 44 31 21 48 85 28 1023 33 401 33 50 25 26 20 37 96 24 41 125 21 186 64 25 34 38 21 21 116
internal_value=0 0.00482741 0.00427255 0.0049658 0.00838341 0.00847667 0.00673361 0.00854896 0.00850175 0.0089466 0.00808623 0.00753742 0.00882354 0.00775915 0.00639417 0.00712296 0.00785353 0.00828646 0.00576145 0.00675633 0.00777759 0.00750957 0.00779173 0.00585348 0.00877311 0.00875194 0.0075238 0.0121607 0.00423787 0.00219279
internal_weight=0 730 640 480 2391 2306 140 2258 2230 1077 1153 661 492 628 175 155 135 453 109 91 357 332 311 85 90 109 72 54 340 160
internal_count=3121 730 640 480 2391 2306 140 2258 2230 1077 1153 661 492 628 175 155 135 453 109 91 357 332 311 85 90 109 72 54 340 160
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 0 49 150 4 0 150 1 0 4 16 4 124 1 1 1 50 133 1
split_gain=15.5204 2.56163 1.23462 1.21269 0.94605 0.840787 0.591673 0.491983 0.489585 0.393817 0.373427 0.260556 0.310232 0.253369 0.248074 0.227511 0.213864 0.187868 0.176645 0.152125 0.178785 0.139318 0.130639 0.124887 0.121456 0.120525 0.11982 0.117002 0.0942995 0.0918864
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14960000000000004 0.09253500000000002 0.0061450000000000003 -0.11173999999999999 -0.054984999999999992 0.09487000000000001 -0.15289999999999995 -0.14832499999999996 1.0000000180025095e-35 0.16175000000000003 -0.080689999999999984 -0.55119499999999988 -0.052894999999999991 0.053180000000000012 -0.082135 0.11654500000000001 0.13075500000000004 0.12958500000000003 0.041865000000000006 -1.0000000180025095e-35 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 23 11 26 17 -4 12 -1 -2 16 -10 -13 22 27 -14 -21 -18 29 -3 -17 28 -8 -6 -5 -7
right_child=1 4 10 25 18 9 8 -9 15 -11 -12 14 19 -15 -16 24 21 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071368662438650349 0.00057733553030606729 0.00039863934687669501 0.00077279782247103343 0.00041434653916806253 0.00023828659681947466 0.00078483240965675335 0.0007407051855923808 0.0010061574263653889 0.00065496594736389087 0.00052477459681008235 0.00051781612408103651 0.00099251245458920794 0.00087243817012760624 0.00080184322704741104 0.0005807756479504168 0.00047892685552868675 0.0008097935911353856 0.00062303534824571577 8.2416234000557272e-05 0.0010085921230213759 0.00082392697620858402 0.00066836393346973494 0.00073017868007769463 0.00025691872426644914 0.00037083952887760255 0.00035209905636174229 0.00054943991131057917 0.00039612778100897285 0.00057565495371818547 0.00086227220171330716
leaf_weight=59 23 45 34 22 65 216 34 76 20 26 63 20 1025 121 22 95 114 30 21 21 502 35 124 51 69 24 20 25 38 81
leaf_count=59 23 45 34 22 65 216 34 76 20 26 63 20 1025 121 22 95 114 30 21 21 502 35 124 51 69 24 20 25 38 81
internal_value=0 0.000487764 0.000823977 0.000656766 0.000401174 0.000832921 0.000453293 0.000851629 0.000505706 0.000759424 0.000607191 0.000845097 0.000853235 0.000765984 0.000776631 0.000457529 0.000802127 0.000772951 0.000244347 0.000858554 0.000831342 0.000776572 0.000783634 0.00032335 0.000433451 0.000469534 0.000669866 0.000282131 0.000516509 0.000805952
internal_weight=0 673 2448 228 445 2351 334 1874 238 477 97 1798 1607 144 191 184 169 451 111 1548 523 149 421 96 164 84 54 90 60 297
internal_count=3121 673 2448 228 445 2351 334 1874 238 477 97 1798 1607 144 191 184 169 451 111 1548 523 149 421 96 164 84 54 90 60 297
is_linear=0
shrinkage=0.00196078


Tree=6884
num_leaves=31
num_cat=0
split_feature=1 52 3 52 124 2 48 484 3 1 12 2 42 14 1 1 4 0 15 16 156 0 1213 42 1213 156 402 1446 12 402
split_gain=0.657813 0.147388 0.093073 0.0579833 0.0537741 0.0513906 0.0506188 0.0556491 0.0608987 0.04683 0.0449424 0.0582052 0.0434299 0.039549 0.0375467 0.0352319 0.0322783 0.0606013 0.0559654 0.0761795 0.0467676 0.043908 0.0369674 0.0419112 0.0724925 0.0356376 0.0391787 0.0468129 0.0382659 0.0373386
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.19022000000000003 -0.076779999999999987 0.13404500000000005 0.15068000000000001 -0.077774999999999983 0.088060000000000013 0.10871500000000002 0.088105000000000003 0.11474000000000002 -0.0060199999999999993 0.062655000000000016 0.15964000000000003 0.11551000000000002 0.033845000000000007 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 0.013700000000000002 -0.086074999999999985 0.104315 0.084145000000000011 0.039620000000000009 -0.080734999999999987 0.08865000000000002 0.11402000000000001 0.087625000000000022 0.2506000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 12 13 7 -3 10 -10 -9 15 -1 16 -4 -12 17 18 -6 -20 -18 22 23 -19 -25 -23 27 -27 -28 -30
right_child=1 2 14 -5 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 20 21 19 -21 -22 25 -24 24 -26 26 28 -29 29 -31
leaf_value=0.0083039058181337815 0.0085012432956945213 0.0094950149640102288 0.0024566958439808852 0.0076155682026799168 0.0095988457556813959 0.0050328173218485046 -0.00032225791946158017 0.0028876957040968893 0.0026776561675512273 0.0078787001382027346 0.010530091431396812 0.0026979443438661598 0.0039072924987882491 0.010422295468914159 -0.002220236953525316 0.0055196193020997783 0.0076120323563741172 0.010580660076696074 0.00086103720364697064 0.0081792655363678926 0.0029881907981083107 0.011156738526784839 0.0057363591289946014 0.0082428011728128536 0.014215776576152582 0.0079832349910296842 0.013067232148238905 0.0032169162029666563 0.0097773951814011783 0.0050739958438844913
leaf_weight=39 90 22 94 62 26 49 22 222 23 70 23 45 53 85 21 36 247 201 33 25 24 39 28 266 22 1099 27 21 86 21
leaf_count=39 90 22 94 62 26 49 22 222 23 70 23 45 53 85 21 36 247 201 33 25 24 39 28 266 22 1099 27 21 86 21
internal_value=0 0.00471213 0.00417928 0.00474369 0.00814175 0.00823662 0.00435911 0.00459265 0.00433525 0.00659242 0.00369133 0.00540679 0.00577107 0.00830639 0.00160265 0.00747285 0.00822332 0.00836938 0.00574364 0.00401545 0.00720254 0.00849123 0.00927014 0.00947248 0.00869907 0.00817979 0.00808721 0.00789387 0.00970317 0.0088543
internal_weight=0 730 640 525 2391 2299 463 441 419 93 326 104 92 2250 115 59 2165 1894 84 58 271 1810 517 489 288 1293 1254 1120 134 107
internal_count=3121 730 640 525 2391 2299 463 441 419 93 326 104 92 2250 115 59 2165 1894 84 58 271 1810 517 489 288 1293 1254 1120 134 107
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=31
num_cat=0
split_feature=1 52 1456 2 132 15 48 40 160 12 132 14 45 0 1 3 43 10 123 12 13 0 4 0 15 52 2 4 15 48
split_gain=0.533569 0.132187 0.079629 0.0821567 0.0515841 0.0615711 0.0586327 0.0502097 0.0499936 0.0412852 0.0744036 0.0395408 0.0396941 0.0567538 0.0745297 0.0718811 0.0380356 0.0502193 0.0544563 0.0496633 0.0409657 0.0508953 0.0360894 0.035912 0.0397206 0.0358465 0.033175 0.0723686 0.0318116 0.0308905
threshold=0.10124500000000002 -0.42635499999999998 -0.049894999999999995 0.14753000000000002 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.051255000000000002 -0.4136149999999999 0.11650500000000001 -1.0000000180025095e-35 0.062655000000000016 0.081955000000000014 -0.10474999999999998 0.083345000000000016 -0.074084999999999998 -0.073404999999999984 0.094860000000000014 0.10695000000000002 -0.015429999999999998 -0.11122999999999998 -0.22491999999999998 0.022185000000000003 -0.14649999999999996 -0.03241999999999999 -0.057699999999999994 0.11362000000000001 -0.065794999999999979 -0.049819999999999996 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 8 5 -5 -7 11 -4 10 -10 12 13 14 23 -16 -12 18 19 -18 -21 28 26 -1 -25 -23 29 -28 -22 -15
right_child=1 2 3 4 -6 6 -8 -9 9 -11 16 -13 -14 22 15 -17 17 -19 -20 20 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.011298659959575161 0.0077789676866551723 0.0090526496014457988 0.0090234580636024478 0.0039098617262565173 0.0048407726854618107 -0.0060077132339673963 0.0005804131160091077 0.0023667404567822813 -0.0023040913156000898 0.0069728203674369466 0.0028271888914581898 0.0094657982082179421 0.011543280743485825 0.0077890343064660724 -0.001688904392067343 0.005058293507434428 0.0089175900505659624 0.00010661858673715456 0.0010196604719285146 0.002693353585865615 0.005760363955050707 0.010952653568396769 0.0061500854107083254 0.0081920842828000339 0.0037896739061579867 0.0061765273386316204 0.00037682836409658194 0.0073084966374988682 0.00059363881380043249 0.0062030259863371942
leaf_weight=20 97 28 20 26 28 22 35 20 20 41 186 89 22 1602 20 75 38 22 29 56 26 22 197 57 32 55 20 61 22 133
leaf_count=20 97 28 20 26 28 22 35 20 20 41 186 89 22 1602 20 75 38 22 29 56 26 22 197 57 32 55 20 61 22 133
internal_value=0 0.0043268 0.00383144 0.00360584 0.00112921 -0.000122877 -0.00196237 0.00735583 0.00411776 0.00392799 0.00366572 0.00739869 0.00731652 0.00727458 0.00568522 0.00363783 0.00392756 0.00468559 0.00509179 0.00563102 0.00494102 0.00594798 0.00743565 0.00746965 0.0066092 0.00754113 0.0075751 0.00559697 0.00339228 0.00766746
internal_weight=0 773 676 648 111 83 57 2348 537 517 476 2328 2239 2217 204 95 456 270 248 219 181 125 2013 109 89 77 1816 81 48 1735
internal_count=3121 773 676 648 111 83 57 2348 537 517 476 2328 2239 2217 204 95 456 270 248 219 181 125 2013 109 89 77 1816 81 48 1735
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=31
num_cat=0
split_feature=1 4 9 150 2 2 0 52 2 150 49 4 401 1446 50 4 12 4 129 42 1 39 401 43 1455 52 1447 159 42 43
split_gain=0.436857 0.0729435 0.0567727 0.0559741 0.0532367 0.0496288 0.0397508 0.0616199 0.039635 0.0406678 0.0336517 0.0311452 0.0407475 0.0319807 0.0352679 0.0435816 0.118861 0.0428198 0.0475123 0.0353264 0.0324941 0.031072 0.0308963 0.0406745 0.0299472 0.0383359 0.035602 0.0517511 0.0316871 0.0675232
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.084680000000000019 0.25063000000000007 0.098630000000000009 -0.097024999999999986 1.0000000180025095e-35 -0.090999999999999984 0.083770000000000011 0.14233500000000002 -0.082249999999999976 1.0000000180025095e-35 0.037915000000000011 0.11875500000000001 -0.079329999999999984 0.086505000000000012 -0.077999999999999986 0.095170000000000018 0.091205000000000008 0.092945000000000014 0.11365500000000002 0.094270000000000007 -0.0061399999999999988 0.079300000000000009 0.11277500000000001 -0.085684999999999997 -0.017094999999999996 0.088060000000000013 -0.035139999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 -3 8 7 -7 9 -4 21 24 13 14 15 16 -13 -17 -19 -18 -16 -2 23 -14 25 26 -10 -28 -29 -30
right_child=1 4 5 -5 -6 6 -8 -9 11 -11 -12 12 22 -15 20 17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.002169965411691616 0.0064941217795618485 0.0026727877419411329 0.0069369584676765269 0.0023421155016588205 -0.0022570149623788896 0.0031836854308745265 0.0062463618822237868 0.007508924521971494 0.011052649121524559 0.00078464204191484247 0.0022404071473699464 -0.0010063668178065261 0.0076615752844974919 0.007803465638690713 0.0014482271078781323 0.010077144457532354 0.0076359475363102381 0.0065781484742499039 0.0017603956922400922 0.0038398250734481294 0.0066133241213503337 0.002383690123401937 0.0071641581909922111 0.013363686517219654 0.01057425232914587 0.003582513011777057 0.0027958003027985494 0.0072523218125908452 0.0068630384622762599 0.014256386671747482
leaf_weight=30 148 251 21 82 24 116 436 46 27 22 28 29 29 143 29 34 66 811 21 39 21 21 115 22 30 26 24 379 30 21
leaf_count=30 148 251 21 82 24 116 436 46 27 22 28 29 29 143 29 34 66 811 21 39 21 21 115 22 30 26 24 379 30 21
internal_value=0 0.00339833 0.00649467 0.00453754 0.00224255 0.00654581 0.00574938 0.00441184 0.00679143 0.00378926 0.00545137 0.00685952 0.00660475 0.00640049 0.00620942 0.00633901 0.00466075 0.00659869 0.00645655 0.00622596 0.00361757 0.00598336 0.00807268 0.0101213 0.00750428 0.00732263 0.00752479 0.00731499 0.00756722 0.00990736
internal_weight=0 554 2567 279 275 2537 598 162 1939 43 197 1896 1359 1193 1050 1000 134 866 832 105 50 169 166 51 537 507 481 454 430 51
internal_count=3121 554 2567 279 275 2537 598 162 1939 43 197 1896 1359 1193 1050 1000 134 866 832 105 50 169 166 51 537 507 481 454 430 51
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=31
num_cat=0
split_feature=1 12 483 10 44 4 474 43 13 1 0 34 2 2 15 12 11 43 15 0 3 43 16 12 4 16 14 47 42 13
split_gain=0.358582 0.0845715 0.0601979 0.0504323 0.0499439 0.0535024 0.0586709 0.047911 0.0530349 0.0536684 0.0475636 0.0446405 0.0502488 0.0465104 0.0433684 0.0343068 0.0340265 0.0534889 0.0542145 0.044067 0.0362246 0.0795627 0.0326258 0.0323132 0.0301909 0.0330118 0.0483651 0.028305 0.0272429 0.0269541
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 -0.40263499999999991 0.066795000000000007 0.085110000000000005 0.0059850000000000016 -0.028109999999999996 0.11870500000000002 -0.15339499999999998 -0.090644999999999989 0.099815000000000015 1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 -0.13843999999999998 -0.11255999999999998 -0.13868499999999997 -0.039889999999999988 -1.0000000180025095e-35 -0.059649999999999988 0.066275000000000014 -0.22253999999999999 0.11518500000000002 -0.069529999999999995 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 23 7 -7 9 22 14 -5 13 -13 -2 16 19 18 -18 -3 21 -21 -9 -4 -14 26 -26 -15 -17 -20
right_child=3 15 4 11 -6 6 -8 8 -10 -11 -12 12 24 27 -16 28 17 -19 29 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0095560737051224968 0.0035388086026068781 0.0014040770987048747 0.0028218397311866282 -0.0015221156959887596 0.0088046577621134943 0.0085049431196555659 -0.0005113971543808779 0.0045078115463617167 -0.0012073033954948188 0.0034293975112285064 -0.0038918626893843923 0.0017066614098708939 0.0056289129929306611 0.0083193278877297418 -0.0021643746970221403 0.0064776086885474267 0.0024180100572740904 0.011960933921121372 0.0085999954053910376 0.0072931217728182673 0.0062112965150835711 -0.00053584480658173559 0.0086103456275951531 0.007352100417404939 0.0057567389623727656 -0.0019723078521201387 0.001249562971098649 0.0041738297673873607 0.004588086387106719 0.0047363208444870034
leaf_weight=24 40 20 20 20 25 23 30 42 20 275 21 27 24 40 20 108 23 24 84 27 1593 25 36 74 32 20 93 28 260 23
leaf_count=24 40 20 20 20 25 23 30 42 20 275 21 27 24 40 20 108 23 24 84 27 1593 25 36 74 32 20 93 28 260 23
internal_value=0 0.00574062 0.0046546 0.00240517 0.00443875 0.00422885 0.00375237 0.00407539 0.00380225 0.00408608 0.000204145 0.00303292 0.003378 0.00521811 0.00163775 0.00602318 0.00620132 0.00762345 0.00682269 0.00606979 0.00612651 0.0035292 0.00640129 0.00638822 0.00234363 0.00179985 0.0024034 0.00661236 0.00514262 0.00776949
internal_weight=0 2756 569 365 545 520 426 396 373 353 81 284 264 95 60 2187 1819 154 130 1665 1645 52 78 94 169 145 125 68 368 107
internal_count=3121 2756 569 365 545 520 426 396 373 353 81 284 264 95 60 2187 1819 154 130 1665 1645 52 78 94 169 145 125 68 368 107
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 47 2 13 49 1 2 4 150 2 12 4 1 1 157 150 52 11 1 4 11 0 15
split_gain=20.6461 2.99234 1.70337 1.57789 0.932555 0.880055 0.577336 0.519087 0.423361 0.398138 0.384523 0.295531 0.289643 0.309909 0.280035 0.236689 0.20267 0.166857 0.195144 0.160036 0.140076 0.137231 0.134187 0.154833 0.131395 0.12764 0.108626 0.105664 0.101082 0.231222
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13148500000000005 0.13501500000000002 -1.0000000180025095e-35 -0.054984999999999992 0.089770000000000016 0.090425000000000019 0.024790000000000003 1.0000000180025095e-35 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.15799000000000005 0.12337000000000002 -0.066144999999999995 0.094605000000000009 -0.024714999999999997 1.0000000180025095e-35 0.13075500000000004 0.00063500000000000004 0.084680000000000019 -0.11173999999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 10 6 12 -4 19 15 20 -2 17 16 -12 24 -14 18 -1 -6 22 -19 23 -3 -7 -5 -23 -13 29 -20
right_child=1 4 7 25 8 9 -8 -9 -10 -11 14 27 13 -15 -16 -17 -18 21 28 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085981560298819951 0.0003431752136728241 0.00016868770269692083 0.00056806814404593341 0.00025710328577582429 2.2267050279704698e-05 0.00058083575039737404 0.00082449467220296554 0.00026744255053886429 0.00028954871966704437 0.0003934101108765972 0.00044059717818187364 0.00054942153466427577 0.0004366005438190185 0.00037680802888551352 0.00023044075226669566 0.000410663330800922 0.00062839652234205983 0.00046498549627322776 0.00073721837122782657 -0.00013482290199452279 7.6763913398054332e-05 0.00064849104731992983 5.8232536535465552e-05 0.00032771524891038153 0.00068922793450189518 8.7910727521684637e-05 0.00054693729761269648 0.00067833136517936928 0.00067425347270175478 0.00052327381711745377
leaf_weight=21 23 68 34 60 102 351 76 63 20 48 38 87 23 23 68 29 268 20 31 33 57 259 23 36 49 24 48 34 1053 52
leaf_count=21 23 68 34 60 102 351 76 63 20 48 38 87 23 23 68 29 268 20 31 33 57 259 23 36 49 24 48 34 1053 52
internal_value=0 0.000239675 0.000627452 0.000422333 0.000146088 0.000637958 0.000657098 0.000372816 2.33101e-05 0.000562764 0.000211711 0.000546916 0.000650022 0.000595919 0.00030578 0.000581713 0.000613237 0.00066147 0.000672523 -1.61327e-05 0.000157519 0.00062236 0.000193763 0.000223736 0.000594114 0.000208763 0.000632613 0.000585644 0.000669061 0.000603181
internal_weight=0 673 2448 228 445 2351 1874 97 155 477 290 144 1798 314 106 429 291 1484 1157 135 184 327 127 104 400 84 307 121 1136 83
internal_count=3121 673 2448 228 445 2351 1874 97 155 477 290 144 1798 314 106 429 291 1484 1157 135 184 327 127 104 400 84 307 121 1136 83
is_linear=0
shrinkage=0.00196078


Tree=6889
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 47 3 43 51 484 2 12 4 3 2 4 4 159 34 2 3 0 16 12 484 12 1374 484 129 1451
split_gain=0.36419 0.0883759 0.0572738 0.0696506 0.0537286 0.0556019 0.0520107 0.0459722 0.0438564 0.0479703 0.0496063 0.0395821 0.0357561 0.0368218 0.0677417 0.0486092 0.0573286 0.0326031 0.0323405 0.041889 0.0364354 0.0366507 0.0272162 0.0433214 0.0548526 0.0480539 0.0450032 0.0344632 0.032664 0.0288135
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.077555000000000013 0.30112000000000005 -0.083269999999999997 0.090230000000000019 0.041405000000000004 0.087995000000000004 -0.42850999999999995 0.053180000000000012 -0.13309499999999996 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 0.097885000000000014 -0.038779999999999995 0.13404500000000005 0.12745000000000004 -0.079119999999999982 -0.071359999999999993 0.083785000000000012 -0.081614999999999979 0.083935000000000023 0.088035000000000016 -1.0000000180025095e-35 0.090540000000000023 0.087145000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 18 -4 9 10 -6 -8 13 14 -3 16 -15 -13 -2 -20 21 -21 27 24 -24 -25 28 -17 29 -27
right_child=6 12 7 4 5 -7 11 -9 -10 -11 -12 17 -14 15 -16 22 -18 -19 19 20 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0023256100048052357 0.00022729263338889624 0.012129284663555714 -0.0011085706762969493 0.007550275915612777 0.0092356868410626274 0.0080233788845196774 0.0030502130493165599 0.0036187547929633491 -0.00036102261306950826 0.000174899604393258 0.0043658373778398705 -0.0027626024050161589 0.0048329032781674608 0.0057389934581738933 0.0066108343591339061 0.0092031740651041874 -0.0013247976708225908 0.0019704437348991633 0.0047026660940173316 -0.0026393871295676084 0.005261207865372014 0.0021942580285887687 0.0048569448019281543 0.00080082581632516601 0.010700872900067932 0.0054542088929217369 0.010222217263653875 0.0062606604604362433 0.0024764537935779017 0.0092123573912041533
leaf_weight=72 37 26 24 111 26 44 34 144 20 21 107 43 278 27 154 42 20 22 120 21 26 62 29 22 36 715 20 761 36 21
leaf_count=72 37 26 24 111 26 44 34 144 20 21 107 43 278 27 154 42 20 22 120 21 26 62 29 22 36 715 20 761 36 21
internal_value=0 0.00560364 0.00449345 0.00514284 0.00575937 0.00484749 0.0022422 0.00294342 0.0040444 0.00461653 0.00531784 0.000285506 0.00589248 0.00604678 0.00740794 0.00590507 0.00273312 -0.00116065 0.00297044 0.00341366 0.00199457 0.000971288 0.00599371 0.00560923 0.00809358 0.00541085 0.00553891 0.00641457 0.00541758 0.00556144
internal_weight=0 2756 569 401 329 218 365 168 174 154 133 99 2187 1909 180 1729 47 65 266 229 109 83 1682 879 65 814 792 803 772 736
internal_count=3121 2756 569 401 329 218 365 168 174 154 133 99 2187 1909 180 1729 47 65 266 229 109 83 1682 879 65 814 792 803 772 736
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 12 0 13 1 133 42 131 2 16 156 14 129 48 11 16 159 3 0 52 3 16 3 0 40 4
split_gain=0.298969 0.0861899 0.0590069 0.0786251 0.065001 0.0423681 0.041858 0.0339107 0.0332612 0.0353935 0.0314327 0.0292068 0.0797934 0.0286344 0.0491424 0.0405148 0.0383921 0.0318596 0.0611754 0.0419272 0.0822188 0.0350041 0.056352 0.0299914 0.0412212 0.0361366 0.0363523 0.0281155 0.0273199 0.0271913
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.092465000000000006 0.22582000000000002 -0.0069799999999999992 0.13869000000000004 -1.0000000180025095e-35 0.10892 0.090855000000000005 0.17760500000000004 0.013515000000000001 -0.031569999999999994 0.086645000000000014 0.090180000000000024 0.091545000000000015 0.078065000000000009 0.10246000000000001 0.050895000000000003 -0.085709999999999995 -0.080499999999999988 -0.13993999999999998 -0.14989499999999997 -0.54656499999999986 0.084940000000000015 -0.055064999999999996 -1.0000000180025095e-35 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 13 28 9 -4 29 12 -10 15 27 23 17 18 19 20 -16 -21 -23 -1 -25 -26 -27 -15 -6 -11
right_child=1 2 8 5 7 -7 -8 -9 11 10 -12 -13 -14 14 16 -17 -18 -19 -20 21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0075016825046931804 0.0061356563043470187 0.0061844439779665198 -0.00033465388813394472 0.0081956911061962078 0.0032647921856550966 0.0043358104874052861 0.00069574262946844097 -0.0028714750544168058 0.0014558783654331608 0.0025089391806210389 -0.00057528429270650337 0.0035133624728769064 -0.0059585778497248179 0.0054361978222409058 0.0042544097462385438 0.0089990100037539381 0.00058405194604010501 0.0019387485110200942 0.0091933774055335035 0.0071361153718498826 -0.0025491313429286139 -0.00059479475021362305 0.0050652148946800767 0.0020725007038747303 0.0093395729751690575 0.0054459177191253406 0.0031179272767622025 0.0097516952261615265 -0.000409077654725739 0.0049194143895159061
leaf_weight=66 78 29 43 39 48 105 20 20 47 201 26 20 21 36 78 32 27 44 29 64 23 20 146 38 23 1606 70 26 35 61
leaf_count=66 78 29 43 39 48 105 20 20 47 201 26 20 21 36 78 32 27 44 29 64 23 20 146 38 23 1606 70 26 35 61
internal_value=0 0.00298368 0.00262993 0.00376523 0.00200236 0.00538119 0.00525104 0.000824882 0.00188209 0.00234149 0.00274105 0.00015413 -0.00083388 0.00529017 0.00461355 0.00547196 0.00423488 0.00447887 0.00478933 0.00440348 0.00270509 0.00514929 0.00438329 0.00540936 0.00532986 0.00540271 0.00534869 0.00724592 0.00171557 0.00307016
internal_weight=0 773 695 276 132 144 2348 103 419 331 288 88 68 2328 493 1835 431 404 360 331 101 230 166 1803 1737 1699 1676 62 83 262
internal_count=3121 773 695 276 132 144 2348 103 419 331 288 88 68 2328 493 1835 431 404 360 331 101 230 166 1803 1737 1699 1676 62 83 262
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=31
num_cat=0
split_feature=1 4 3 48 2 2 40 12 3 13 14 4 48 16 4 0 51 0 15 0 45 13 43 14 10 12 51 392 48 0
split_gain=0.242165 0.0698138 0.0515133 0.0487659 0.0389281 0.0579797 0.0360833 0.0348242 0.0303465 0.0450786 0.027815 0.036405 0.0336477 0.0901078 0.0588263 0.0328023 0.0293004 0.0263544 0.0403848 0.033543 0.0242692 0.0241799 0.0761989 0.0255447 0.0285996 0.0243843 0.0220525 0.0218636 0.0204328 0.0348275
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 -0.086869999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.051255000000000002 0.092465000000000006 -0.13309499999999996 -0.0075049999999999987 -0.10708499999999999 0.51303500000000013 0.085700000000000012 -0.4179199999999999 -0.0083799999999999986 -0.10011499999999998 -0.069724999999999995 -0.10474999999999998 -0.41396999999999995 -0.13843999999999998 0.081955000000000014 -0.16152999999999998 0.08845500000000002 0.062655000000000016 -0.0026549999999999994 0.086095000000000019 -0.047599999999999996 0.091685000000000003 0.093265000000000015 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 26 3 -3 5 8 20 -7 -5 -10 11 16 13 15 -15 -12 -6 19 -19 -4 21 22 -1 24 -23 -25 -2 28 -26 -30
right_child=1 2 17 4 10 7 -8 -9 9 -11 12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 23 -24 25 27 -27 -28 -29 29 -31
leaf_value=-0.0020711011369712652 0.0041196707715837125 0.0075986159453168521 0.00017425155868598571 0.0045644155029939222 0.0020226600058820278 0.0073761218554304481 0.00049651778768748048 0.0038675234268206963 0.0021383173402463053 -0.00336726896930486 0.0046053093259355851 5.2923228525157486e-06 0.00252538003371508 0.00018158816696646124 -0.0066840140600106686 0.00036216856755536832 0.0068298380911073764 0.0018194013321772219 -0.0042649546046353258 0.0049660141757201584 0.0080679018074244439 0.0017407339339115425 0.0066580977977719162 0.0077517395528654267 0.0048123352785635646 0.0041567440634464907 0.0075380693728220654 0.00781906965877051 0.0042190190873527605 -3.4477102400904354e-05
leaf_weight=20 46 20 48 28 21 39 20 103 58 20 35 21 117 26 24 38 32 20 24 21 22 32 20 54 1952 29 32 23 154 22
leaf_count=20 46 20 48 28 21 39 20 103 58 20 35 21 117 26 24 38 32 20 24 21 22 32 20 54 1952 29 32 23 154 22
internal_value=0 0.00268531 0.00236694 0.00274629 0.00257361 0.0035101 0.00472593 0.00483115 0.00174038 0.000726629 0.00183396 0.00352894 0.00131134 0.00015653 -0.0031139 0.00239655 0.00492511 0.000413093 -0.00149934 0.00163261 0.00476227 0.00473073 0.0022935 0.00477376 0.00470829 0.00649566 0.00552209 0.00475243 0.00471929 0.00368733
internal_weight=0 773 695 582 562 248 2348 142 106 78 314 74 240 123 50 73 53 113 44 69 2328 2306 40 2266 2183 83 78 2151 2128 176
internal_count=3121 773 695 582 562 248 2348 142 106 78 314 74 240 123 50 73 53 113 44 69 2328 2306 40 2266 2183 83 78 2151 2128 176
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=31
num_cat=0
split_feature=4 2 149 3 10 9 44 4 3 49 15 1 457 51 159 132 403 393 132 133 1212 43 42 1 52 160 160 43 42 3
split_gain=0.200772 0.0701715 0.0542718 0.0535241 0.0450345 0.0365087 0.0391656 0.0346235 0.0441723 0.0857718 0.0875358 0.0368887 0.0375896 0.0356571 0.0318001 0.029482 0.0553973 0.0546602 0.0280216 0.0287798 0.0426793 0.0262564 0.0503918 0.0428536 0.0363015 0.0330272 0.0358308 0.0795515 0.0323326 0.0523846
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 0.20828500000000003 -0.079859999999999987 -1.0000000180025095e-35 0.081805000000000017 -0.072334999999999997 0.092670000000000016 -0.061079999999999988 -0.016799999999999995 0.098700000000000024 0.083415000000000017 -0.21316999999999997 -0.11624 -0.083284999999999984 -0.084674999999999986 0.11146500000000002 -0.015269999999999997 0.51314000000000015 0.13613500000000003 0.0051600000000000005 0.09858500000000002 0.084525000000000003 0.11434500000000002 -0.10151499999999998 -0.015149999999999999 -0.014584999999999999 0.09832500000000001 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 -1 7 13 11 -10 -11 -9 -13 -7 -15 16 -16 18 -17 20 21 24 23 -23 25 -20 27 -27 -28 -30
right_child=2 -3 -4 -5 -6 6 -8 8 9 10 -12 12 -14 14 15 17 -18 -19 19 -21 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0014757164078218921 -0.0020031642449351078 -0.00049930717372758825 0.005772779755560415 0.0013044322092229358 0.0016200203159525317 0.0088233494479209185 0.0074458022326181986 0.0042336808890143006 0.0065255922997104268 0.003051190143551966 -0.0060897577879950411 0.0033166388487770749 -0.00065847694597862385 0.008324464304711331 0.0040558551127711931 0.0076840294274286586 0.0092451963806524876 -0.00038600036811355191 0.0081441382474232733 0.0018292214353920807 0.0084700142740845117 0.0030351302921065907 0.0064277996422190745 -0.0019924119763475444 0.001643653001445226 -0.00099600456147031359 0.0051630846137037667 0.0062509092352619131 0.0046865867786109452 -0.0011690155454826628
leaf_weight=48 39 33 28 65 285 20 38 1203 21 22 20 200 27 22 48 26 36 24 28 43 26 88 35 21 39 33 503 28 50 22
leaf_count=48 39 33 28 65 285 20 38 1203 21 22 20 200 27 22 48 26 36 24 28 43 26 88 35 21 39 33 503 28 50 22
internal_value=0 0.00408443 0.00154892 0.00413972 0.0011839 0.00420872 0.00425873 0.00421188 0.00389889 0.00130744 -0.00130164 0.00401305 0.00284383 0.00463981 0.00456176 0.00448292 0.00627986 0.00432667 0.00444673 0.00435485 0.00447925 0.00435674 0.00312655 0.00206652 0.00460873 0.00478289 0.00463491 0.00233045 0.00487938 0.00289737
internal_weight=0 2769 352 2736 324 2671 2623 2585 1493 63 42 1430 227 1092 1072 1050 84 966 942 916 873 847 144 109 703 664 636 61 575 72
internal_count=3121 2769 352 2736 324 2671 2623 2585 1493 63 42 1430 227 1092 1072 1050 84 966 942 916 873 847 144 109 703 664 636 61 575 72
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 1 14 2 2 52 4 0 1 49 50 40 1 52 43 15 1 52 2 4 159 1 12
split_gain=21.6743 3.69398 2.13148 1.4646 1.30464 1.14494 0.759597 0.742773 0.711888 0.706559 0.597991 0.472522 0.303618 0.301085 0.277971 0.244142 0.238857 0.237133 0.19701 0.186026 0.174286 0.157643 0.151655 0.144834 0.138814 0.136124 0.123627 0.121757 0.145917 0.182891
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.077845000000000011 0.062655000000000016 0.10855000000000002 0.089775000000000008 -0.52606999999999993 -0.050494999999999991 -0.22491999999999998 0.090540000000000023 -0.054984999999999992 0.041865000000000006 -0.077714999999999992 0.12408500000000001 -0.56176499999999996 -0.080324999999999994 1.0000000180025095e-35 0.15964000000000003 -0.16675999999999999 0.13501500000000002 0.42642000000000008 0.082105000000000025 0.083345000000000016 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 18 -4 11 -9 15 -2 -12 -13 -1 -14 23 -3 26 -16 -10 27 -6 -11 -5 -15 28 29 -22
right_child=1 4 8 25 17 -7 -8 10 21 24 13 14 16 19 20 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010393979076349944 0.0010477943689215416 0.00049551440957053955 0.00096744063939033101 0.00063693007199142797 0.00030230352423327004 0.00070062049701079428 0.00065958205902693322 0.00076104340422183958 0.00065662142645124923 0.0010428008860817143 0.00077032006254383156 0.00077569421344235836 0.00066793139582198985 0.00051659600420645325 0.0010930034914307604 0.00097084488038446195 0.00090352279785411809 0.00046699502660582464 0.00031770850842197736 0.00040165649624531938 0.00097865737875353219 0.00045004595144122257 0.001005978694111463 0.00012011785968861845 0.0012296038371585253 0.00045991615755110345 0.00066628380652776508 0.0010055810342372011 0.00080790619011160446 0.00089142256572193729
leaf_weight=1081 45 46 28 61 62 48 24 69 49 20 20 28 21 79 45 245 78 26 50 41 231 20 264 23 65 23 29 113 33 154
leaf_count=1081 45 46 28 61 62 48 24 69 49 20 20 28 21 79 45 245 78 26 50 41 231 20 264 23 65 23 29 113 33 154
internal_value=0 0.000591276 0.000988592 0.000794223 0.000487295 0.00100034 0.00100659 0.000548499 0.00070375 0.00101025 0.000607225 0.00100345 0.000914251 0.000544424 0.000967884 0.00102673 0.000853549 0.00030313 0.000402907 0.000514102 0.000974291 0.000596744 0.000967571 0.000253006 0.00118565 0.000588462 0.00055679 0.000948476 0.000933038 0.000943763
internal_weight=0 673 2448 228 445 2351 2303 334 97 2279 238 2194 144 169 868 1326 99 111 96 149 840 69 795 85 85 84 108 531 418 385
internal_count=3121 673 2448 228 445 2351 2303 334 97 2279 238 2194 144 169 868 1326 99 111 96 149 840 69 795 85 85 84 108 531 418 385
is_linear=0
shrinkage=0.00196078


Tree=6894
num_leaves=31
num_cat=0
split_feature=1 2 30 33 4 3 11 16 3 15 160 3 12 15 2 475 150 3 150 16 3 124 16 1424 2 3 159 2 158 51
split_gain=0.223288 0.0660321 0.0473546 0.0472913 0.0390049 0.0363049 0.0625844 0.0481606 0.0400803 0.0440118 0.0370292 0.033843 0.0349766 0.0315877 0.0311517 0.0295019 0.0289019 0.0281547 0.026609 0.0291277 0.0508493 0.0369168 0.0274431 0.026076 0.0236615 0.0232807 0.0223985 0.0230544 0.0218644 0.028816
threshold=0.12000500000000001 0.10252500000000002 0.086065000000000016 0.083840000000000012 -0.49405499999999997 -0.10217499999999997 0.078065000000000009 -0.071854999999999988 -0.073309999999999986 0.013270000000000002 -0.23055499999999998 0.30112000000000005 -0.42850999999999995 -0.03241999999999999 -0.0091949999999999983 -0.07675499999999999 1.0000000180025095e-35 0.12745000000000004 0.094365000000000018 -0.40995499999999996 -0.045649999999999989 -0.013479999999999999 0.24134000000000003 1.0000000180025095e-35 0.12595500000000001 -0.063814999999999997 0.093660000000000007 0.14019000000000004 0.07968500000000002 -0.095144999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 15 6 7 -6 -7 10 -10 17 -13 -12 16 -3 -1 18 19 -2 22 -22 -21 28 25 -11 27 -14 29 -16
right_child=11 4 -4 -5 5 8 -8 -9 9 24 13 12 26 -15 23 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0041978040363756007 -0.00021664275268379313 0.0034532266123548012 0.0007061215888323455 0.0091883975857247908 0.0019736361864488572 0.0050957900890994902 0.0037874493994476165 -0.0049661508086137479 0.0062643024199844702 0.0043746434170036366 0.0025661650469698347 0.0026943939546232717 -0.00029592597624287012 -0.00058024139878781213 0.0031100646674167365 0.0078527409051145827 -0.00019172486596896006 0.0048517407563945444 0.0050844315844385526 0.0071054336763918396 0.0027667607821058485 -0.0022052652102762037 0.0025471025260880458 0.0082979089613737806 0.0028954135560585806 0.0086937207612209026 0.0013363849105579514 -0.0050974254199536518 0.0057041742952652109 0.0047460510892930715
leaf_weight=40 65 27 29 24 20 136 51 20 23 26 199 34 20 38 115 35 24 38 23 25 32 28 28 21 30 24 21 20 217 1688
leaf_count=40 65 27 29 24 20 136 51 20 23 26 199 34 20 38 115 35 24 38 23 25 32 28 28 21 30 24 21 20 217 1688
internal_value=0 0.00445703 0.00471982 0.00477449 0.00355544 0.00329504 0.00146494 -0.00149626 0.00364491 0.00306456 0.00243345 0.00172089 0.000124278 0.00206168 0.00472416 0.00593682 0.00255173 0.00235552 0.0018836 0.00147001 0.00244021 0.000446482 0.00469726 0.00479228 0.00511566 0.0064478 -0.00130824 -0.00269668 0.00475584 0.0046417
internal_weight=0 2787 2158 2129 629 567 91 40 476 340 260 334 95 237 2105 62 64 239 201 178 113 60 53 2041 80 50 61 40 2020 1803
internal_count=3121 2787 2158 2129 629 567 91 40 476 340 260 334 95 237 2105 62 64 239 201 178 113 60 53 2041 80 50 61 40 2020 1803
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 2 4 3 3 0 0 2 11 52 4 12 4 15 39 11 0 15 2 2 3 16 3 2
split_gain=15.8763 1.89492 1.70768 1.28912 0.824588 0.784875 0.584957 0.509873 0.489368 0.475193 0.396781 0.335411 0.33512 0.298838 0.294882 0.279754 0.249842 0.224121 0.218671 0.33282 0.207788 0.201405 0.199357 0.19519 0.163714 0.146916 0.137641 0.136221 0.15101 0.133246
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 1.0000000180025095e-35 0.091475000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.30112000000000005 0.076840000000000006 -0.23194499999999998 -0.068189999999999987 0.092235000000000025 1.0000000180025095e-35 1.0000000180025095e-35 0.033845000000000007 -0.42850999999999995 -0.059649999999999988 -0.03241999999999999 0.089200000000000015 0.080150000000000013 -0.13027499999999997 0.13592500000000005 0.099185000000000009 0.15950500000000004 -0.015584999999999998 -0.066924999999999985 -0.14186499999999996 0.10252500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 7 14 26 -6 10 20 -1 13 -10 22 29 23 -11 24 -20 -5 -16 -4 27 -13 -19 -3 -8 -29 -15
right_child=1 3 6 9 8 -7 16 -9 12 17 -12 18 -14 15 21 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00097242681684766002 0.00076572316365813777 0.0005650085530110768 0.00061760236527405533 0.00039705977136225896 0.00079926442847381583 0.00039137169294736128 0.00080181894815819946 0.00074200141310824135 0.00067993282088701533 0.00029108580612741846 0.00049501090308132071 0.00085452367784886107 0.00036025476347164616 0.00058559085530281955 0.00103491674546028 0.00071201080894645519 0.00067763435069046439 0.00017058547372285392 0.00072242661818508274 0.00046542191127846142 0.00023223072000400831 0.00084409000264371145 0.00081038403990498853 0.0005868467350648391 0.00064632347109271028 -3.1149143155406958e-05 0.00034051201228890655 0.00083487368293875327 0.00072823095064854584 0.00040288285218053645
leaf_weight=22 52 21 21 43 31 169 298 53 61 34 46 53 35 21 37 20 156 35 76 26 93 50 1150 23 20 23 21 61 313 57
leaf_count=22 52 21 21 43 31 169 298 53 61 34 46 53 35 21 37 20 156 35 76 26 93 50 1150 23 20 23 21 61 313 57
internal_value=0 0.000408295 0.000765468 0.000373748 0.000651609 0.00047153 0.000788251 0.000614126 0.000570507 0.000279535 0.000337591 0.000744239 0.000533952 0.000572188 0.000815109 0.000505122 0.000748548 0.000164685 0.000715552 0.000656916 0.000284346 0.000925246 0.000806927 0.000764465 0.000797483 9.05873e-05 0.00045276 0.000770544 0.000745625 0.000452073
internal_weight=0 590 2531 538 422 264 2109 95 225 274 182 197 194 159 1258 98 851 92 175 102 136 87 1171 695 73 58 42 672 374 78
internal_count=3121 590 2531 538 422 264 2109 95 225 274 182 197 194 159 1258 98 851 92 175 102 136 87 1171 695 73 58 42 672 374 78
is_linear=0
shrinkage=0.00196078


Tree=6896
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 3 49 48 4 0 11 50 0 1 1 1 133 4 49 4 1 52 15
split_gain=26.903 4.48917 2.2219 2.05914 1.3735 1.23156 0.834256 0.793876 0.682062 0.644051 0.609537 0.404795 0.477535 0.384778 0.364379 0.364055 0.304588 0.323309 0.28683 0.228652 0.197232 0.194158 0.1891 0.231999 0.186132 0.174378 0.171669 0.169355 0.168655 0.167676
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 0.14122000000000004 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.085345000000000018 -0.11171999999999999 -0.054984999999999992 -0.015314999999999997 -0.15289999999999995 0.18019500000000002 1.0000000180025095e-35 0.041865000000000006 -0.15931499999999996 0.11654500000000001 0.12000500000000001 0.13075500000000004 -1.0000000180025095e-35 0.0052350000000000009 -0.053364999999999996 0.061775000000000004 0.122715 0.039215000000000007 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 8 14 21 11 -4 26 -1 -13 -2 -7 -12 17 24 -6 -14 -17 -3 23 -5 -16 -11 -9 -15 -26 -19
right_child=1 4 9 22 18 6 -8 10 -10 25 15 12 19 27 16 20 -18 29 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0010032230762708888 0.00062964608782040111 0.0004245241356213133 0.00086539803650724295 0.00037442610869698774 0.00013736116513502467 0.00072053166258199779 0.00062251232817434109 0.0008164812003255195 0.0011939329259535846 0.000625807788510911 0.00070095846831214189 0.00063528372120915679 0.00075464304171356494 0.00093993050356705986 0.00093215126404999832 0.00047869840250480287 0.00067752377002262593 0.00098054259650263141 0.00037270769319563068 0.00095541539383497552 0.00034096015883031643 0.00023428056510419883 0.00032873204886438507 0.00062744074969161288 0.00082715448444225148 0.00041883774958122736 0.00059290370591112056 0.00074623848488128267 0.00092769232980998947 0.0011736701570597349
leaf_weight=881 23 30 34 22 85 38 41 23 59 34 20 20 23 100 501 95 20 56 26 421 69 66 24 38 158 29 31 21 108 25
leaf_count=881 23 30 34 22 85 38 41 23 59 34 20 20 23 100 501 95 20 56 26 421 69 66 24 38 158 29 31 21 108 25
internal_value=0 0.000496078 0.000938732 0.000719805 0.00038145 0.000950731 0.000896087 0.000444249 0.000987588 0.00064791 0.000504962 0.000978537 0.000931665 0.000862124 0.000908468 0.000451205 0.000916695 0.000922336 0.000192487 0.000945015 0.000420748 0.000293732 0.00047583 0.000534669 0.000909894 0.000530536 0.000688131 0.000906315 0.000867974 0.00104015
internal_weight=0 673 2448 228 445 2351 947 334 1404 97 238 1345 464 144 906 184 868 848 111 444 164 96 84 60 767 63 54 121 266 81
internal_count=3121 673 2448 228 445 2351 947 334 1404 97 238 1345 464 144 906 184 868 848 111 444 164 96 84 60 767 63 54 121 266 81
is_linear=0
shrinkage=0.00196078


Tree=6897
num_leaves=31
num_cat=0
split_feature=1 155 1 157 15 147 0 3 3 160 12 16 484 14 3 1375 49 1 484 13 13 0 1210 51 2 3 50 124 131 13
split_gain=0.318237 0.0838655 0.0580003 0.0507204 0.0461333 0.0603043 0.0388042 0.0353469 0.044652 0.0331992 0.0337862 0.0305677 0.0281434 0.0271221 0.0298719 0.0347741 0.0283997 0.0275835 0.0972771 0.0396627 0.0629042 0.0372563 0.0480264 0.0427909 0.0356744 0.0267661 0.0373565 0.0369398 0.0441303 0.0322081
threshold=0.10124500000000002 0.10158500000000002 0.15799000000000005 -0.097649999999999987 -0.077219999999999983 0.08955500000000001 0.22582000000000002 0.149315 0.0022600000000000003 -0.076689999999999994 0.11903500000000002 -0.11118499999999999 0.096415000000000015 0.062655000000000016 -0.07359499999999998 -0.062154999999999995 0.14705000000000004 0.077845000000000011 0.062030000000000009 0.038215000000000006 0.090705000000000008 -0.071719999999999992 -0.061049999999999993 0.0038750000000000004 0.083715000000000026 -0.070099999999999982 0.11941000000000002 -0.076779999999999987 1.0000000180025095e-35 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 9 7 13 8 -6 12 -11 -4 -5 14 17 -16 25 24 19 21 -21 22 -19 -24 -1 29 27 -27 -29 -17
right_child=1 -3 11 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0081447438471360309 -0.0018511797441169619 0.0063715115949315466 0.0021748430386651306 0.005189318855911851 0.0049334517446432864 0.0014997838836279698 0.001170451520010829 0.0014979828376619315 0.0091131240507820628 0.0017859121465681979 0.0058568724685094577 -0.0031706364582414215 0.0012419526620457569 0.0073061087566396498 0.0007946032378822566 0.0046596430541549416 0.0014376105585445962 0.0006951648602262139 -0.0010189876533113422 -0.0012171565047041939 0.0057290911616291853 0.0086434965146841812 0.0061272573801141013 0.0014310155939754278 0.0058377754040573535 0.0035942427468184826 0.0014915545369149187 0.0057930228153324406 0.0098096950600544616 4.4567999430000783e-05
leaf_weight=71 20 76 20 73 127 56 20 22 32 278 22 23 24 89 20 62 21 20 25 22 32 41 255 21 1199 68 22 310 30 20
leaf_count=71 20 76 20 73 127 56 20 22 32 278 22 23 24 89 20 62 21 20 25 22 32 41 255 21 1199 68 22 310 30 20
internal_value=0 0.00321715 0.0028732 0.00310711 0.00326352 0.00436756 0.00555644 0.00525483 0.00577464 0.00260444 0.00208445 -0.000684367 0.00421265 0.00559412 0.00552606 0.00488829 0.00504189 0.00573525 0.00502853 0.0054152 0.00289914 0.00581836 0.00542704 0.00576993 0.00596675 0.00518973 0.00550547 0.0057219 0.00614744 0.00353401
internal_weight=0 773 697 654 634 237 2348 181 159 397 300 43 97 2328 2239 553 533 1686 416 391 54 337 296 276 1270 512 430 408 340 82
internal_count=3121 773 697 654 634 237 2348 181 159 397 300 43 97 2328 2239 553 533 1686 416 391 54 337 296 276 1270 512 430 408 340 82
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=31
num_cat=0
split_feature=1 2 30 11 11 40 13 150 150 0 3 13 2 12 34 2 4 13 15 455 1424 3 12 480 1210 12 1209 483 43 4
split_gain=0.262372 0.0667652 0.0502413 0.0473875 0.0524984 0.0438294 0.0460501 0.0416023 0.0464088 0.037255 0.0355478 0.0350819 0.033463 0.0287361 0.0281446 0.0338117 0.0260431 0.0267351 0.0297824 0.025058 0.0243227 0.0225482 0.0218533 0.0340054 0.0334478 0.114467 0.0515959 0.0347944 0.0405914 0.0545182
threshold=0.11829500000000003 0.10045500000000002 0.086065000000000016 0.080455000000000013 0.085155000000000022 0.051255000000000002 -0.08971999999999998 1.0000000180025095e-35 0.087675000000000017 -0.088774999999999979 0.30112000000000005 -0.086254999999999984 -0.090999999999999984 -0.42850999999999995 -0.038779999999999995 0.116525 -0.04890499999999999 0.19762500000000002 -0.45963999999999994 0.088555000000000009 1.0000000180025095e-35 -0.0069549999999999994 0.087695000000000009 0.091250000000000012 -0.082214999999999983 0.085565000000000016 -0.077594999999999983 -0.070084999999999981 -0.085594999999999991 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 6 21 11 -9 -10 14 -8 -1 -12 -2 -16 -17 18 -18 20 22 -3 23 24 25 -14 -26 -28 29 -29
right_child=10 5 -4 4 -6 -7 7 8 9 -11 13 -13 19 -15 15 16 17 -19 -20 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0020405959687195721 2.9332444977921411e-06 0.0038291320666599942 0.00088510612424995232 0.011069192694100951 0.0053937606576185395 -0.00066487322561442858 0.0089094746438786385 -0.0017012210008466528 0.0018453888918480113 0.0071453044501443705 0.0026979148963137585 0.0046290238983538942 0.0036534190683721983 -0.00088994189326723036 0.0044994175909420613 0.0053474504919722686 0.0053667943871749399 -0.0018878249893896284 0.00120077809454718 0.0080873978690111214 0.0085433318238938225 0.00087557469447285439 0.0047052309218105215 0.0093613502680368367 0.010164236342534425 0.013219089627752759 0.0070092462248430827 0.0070024873759341093 0.0044354933984482427 0.0020105804370429653
leaf_weight=36 37 46 28 28 39 20 20 21 36 21 34 449 29 65 89 20 22 20 78 28 20 59 970 21 20 22 80 138 599 26
leaf_count=36 37 46 28 28 39 20 20 21 36 21 34 449 29 65 89 20 22 20 78 28 20 59 970 21 20 22 80 138 599 26
internal_value=0 0.00481302 0.00509251 0.00514981 0.00776558 0.00394625 0.0040877 0.00445591 0.00231743 0.00379799 0.0019599 0.00481156 0.00506169 0.000342251 0.00256195 0.00297542 0.00200659 0.00144978 0.0021173 0.00511738 0.00507418 0.00216951 0.00503776 0.00538274 0.00529133 0.00777979 0.00514427 0.00502517 0.00481714 0.00621109
internal_weight=0 2756 2084 2056 67 672 652 547 78 57 365 469 1989 99 266 229 140 120 100 1953 1925 105 1905 935 914 51 863 843 763 164
internal_count=3121 2756 2084 2056 67 672 652 547 78 57 365 469 1989 99 266 229 140 120 100 1953 1925 105 1905 935 914 51 863 843 763 164
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 49 4 1 1 1 4 1 1 40 50 0 2 3 1 1 43 49 15
split_gain=24.8796 3.9296 2.13354 1.88857 1.51959 1.28459 0.996094 0.832582 0.784587 0.686362 0.559648 0.450996 0.362407 0.307171 0.278869 0.260838 0.233231 0.227991 0.232666 0.203646 0.199613 0.162172 0.157369 0.156898 0.136394 0.136098 0.133885 0.123548 0.108947 0.0999143
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089885000000000007 0.09253500000000002 0.062655000000000016 -0.054984999999999992 -0.15289999999999995 0.16175000000000003 0.090540000000000023 0.13075500000000004 -0.013514999999999998 0.086920000000000011 0.12811000000000003 -0.077714999999999992 0.041865000000000006 0.18019500000000002 0.095545000000000005 -0.14186499999999996 0.122715 0.12958500000000003 0.066275000000000014 -0.078034999999999979 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 20 9 26 11 -4 15 -2 -10 21 -1 -5 22 23 -15 -3 29 24 -19 -11 -14 -8 -26 -12 -6
right_child=1 4 10 16 14 -7 8 -9 13 17 28 -13 25 19 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00077692651935814736 0.00041640960598600282 0.00017983624672926867 0.00063984992912827611 0.00033742431423389445 3.7512648586906122e-05 0.00041637528289012075 0.00060592226108327734 0.00037717097910620222 0.00049165132400744106 0.00081512941797510315 0.00041054396758740801 0.00093912700158331876 0.00071504999244329968 0.00026894030991059714 -0.00021305293058689569 0.00070613410015280789 0.00010871636084725265 0.0007326248559464259 0.00051154782544421905 9.6596110918167901e-05 8.5995525267778657e-07 0.00017209104853956137 0.00055967239772572236 0.00064887675265246439 0.00073802776322592174 0.00054141436081751827 0.00040374245202424481 0.00064326975444767135 0.0002474447535396572 -0.00012905057848376387
leaf_weight=1092 23 46 34 60 45 48 34 24 20 73 31 59 100 131 21 245 24 140 34 33 50 25 20 223 330 21 20 63 32 20
leaf_count=1092 23 46 34 60 45 48 34 24 20 73 31 59 100 131 21 245 24 140 34 33 50 25 20 223 330 21 20 63 32 20
internal_value=0 0.000296412 0.000722094 0.000505731 0.000189166 0.000733852 0.00025522 0.000740469 0.000323227 0.000744295 0.000437113 0.000771358 0.000642029 0.000262238 -9.59259e-06 0.000763954 0.000272079 0.000701509 0.000666649 0.000234261 8.66194e-05 3.78815e-05 0.000729986 0.000681176 0.000737295 0.000684915 0.000531041 0.000722838 0.0003277 -1.37376e-05
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 1396 144 184 111 1337 84 883 397 164 96 90 486 363 466 121 54 393 63 65
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 1396 144 184 111 1337 84 883 397 164 96 90 486 363 466 121 54 393 63 65
is_linear=0
shrinkage=0.00196078


Tree=6900
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 14 47 12 13 1 2 47 2 1 1 3 0 16 4 3 49 16 151 1
split_gain=16.3272 2.04851 1.68252 1.10727 1.00342 0.770079 0.654567 0.583955 0.509834 0.521059 0.339329 0.293282 0.268638 0.218625 0.20338 0.193693 0.192156 0.190531 0.168331 0.150153 0.148662 0.144515 0.135405 0.160388 0.133194 0.176535 0.108844 0.0954638 0.123451 0.0866339
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.0052350000000000009 0.076175000000000007 0.077555000000000013 0.12757000000000002 -1.0000000180025095e-35 0.12958500000000003 0.11389000000000002 0.091680000000000011 0.11411 0.16175000000000003 0.12000500000000001 0.12745000000000004 -0.11173999999999999 -0.43320999999999993 -0.059649999999999988 0.090900000000000009 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 8 11 -6 20 15 13 22 16 -8 -11 -10 24 26 -2 -7 -3 -16 23 -4 -1 -26 -9 -28 -29 -5
right_child=1 5 6 29 7 19 10 17 9 14 -12 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00064756568131345434 0.00058289187978587901 0.00023780909802131596 0.0006484722072670774 0.00028483874599138898 0.00065795184225261383 7.1556086744301511e-05 0.00062600647709046395 0.00044700126576713046 0.00060441346702941171 0.00017338207447088354 0.00052395099222341879 0.00082085573663085516 0.00074750945264217899 0.00045726965502573672 0.00024224689610245436 0.00033779846234977538 0.0003789507998918256 0.00048903543167794087 0.00038441434338250578 -0.00011257514423655083 5.7601146072967435e-05 0.00042911900602826116 0.00066589488532704019 0.00043171892485239594 0.00058173858933546795 0.00039378606893268289 0.0003643967269002929 0.00032200351284415111 0.00015010014223596025 0.00014152129331384511
leaf_weight=71 92 24 35 50 28 90 619 21 22 94 191 46 35 31 41 20 20 31 20 21 66 26 1166 21 83 25 43 36 29 24
leaf_count=71 92 24 35 50 28 90 619 21 22 94 191 46 35 31 41 20 20 31 20 21 66 26 1166 21 83 25 43 36 29 24
internal_value=0 0.0002542 0.000616411 0.000424477 0.000503393 0.000175805 0.000639025 0.000396723 0.000228496 0.000282957 0.000596609 0.000667157 0.000589094 0.000617959 0.000232218 0.000477454 0.000561232 0.000351008 0.000547449 3.67204e-05 0.000105657 0.000314764 0.000661372 0.00056719 0.000581598 0.000538231 0.000317838 0.000292723 0.000245308 0.000238357
internal_weight=0 590 2531 186 422 404 2109 188 293 203 841 1268 234 650 161 42 199 160 112 111 90 67 1222 56 179 108 129 108 65 74
internal_count=3121 590 2531 186 422 404 2109 188 293 203 841 1268 234 650 161 42 199 160 112 111 90 67 1222 56 179 108 129 108 65 74
is_linear=0
shrinkage=0.00196078


Tree=6901
num_leaves=31
num_cat=0
split_feature=4 3 1375 49 2 3 149 3 12 42 10 0 34 52 15 4 50 3 157 42 3 2 49 47 1444 2 0 3 16 12
split_gain=0.357858 0.096298 0.0788248 0.0553401 0.0570536 0.0492224 0.0432584 0.0431896 0.0382464 0.0365808 0.0353883 0.0352544 0.0424921 0.0320828 0.0307226 0.0299356 0.0293033 0.038901 0.02927 0.0285034 0.0530386 0.037389 0.0353304 0.0271871 0.0267595 0.0278536 0.0552651 0.0917514 0.104793 0.0380987
threshold=0.27287000000000006 -0.07359499999999998 -0.27302499999999996 0.14321000000000003 -0.0091949999999999983 0.63141500000000017 0.07770500000000001 0.30112000000000005 1.0000000180025095e-35 0.11688500000000002 -1.0000000180025095e-35 -0.070154999999999981 -0.085489999999999997 0.12603000000000003 -0.15914499999999995 0.50822500000000004 -0.078179999999999986 -0.072894999999999988 -0.50331999999999988 0.09112000000000002 -0.0025099999999999996 0.11704500000000001 -0.045154999999999994 0.11043500000000002 -0.083894999999999983 0.089885000000000007 -0.09515499999999999 -0.12711499999999995 -0.44310499999999992 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 11 6 10 9 -1 16 15 -4 -13 -5 -10 -2 -6 -18 -16 21 -21 22 -12 24 -20 -26 27 -27 -29 -28
right_child=5 2 3 13 7 -7 -8 -9 14 -11 19 12 -14 -15 18 -17 17 -19 23 20 -22 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=0.00255957800208738 -0.0031182917572247486 -0.0012256783821309606 0.0055265653701055614 0.0034521327659102347 0.0085791209852322942 -0.00289711011108011 0.0060475895741816475 0.0023952304340907307 0.0086170686078509574 0.0030173166908014082 0.00073858702264260499 0.0042144606447982371 -0.0017361777679373821 -0.0017540629720315338 0.0090380758611270443 0.0018763426283840091 0.0011486375349618141 0.0055353620649738417 0.0022655107250267813 0.0029400082457707163 -0.0023854876475525089 0.0015684438466481614 0.0054968748141644187 0.0035835465012436932 0.0060428166644606483 0.0081535620403222053 0.0085002232768158319 0.0051223652705980035 -0.0036206618268524518 0.0053045047417401587
leaf_weight=38 24 24 21 29 30 20 27 56 37 64 20 20 30 20 26 24 21 541 22 45 32 89 71 61 1197 22 41 26 29 414
leaf_count=38 24 24 21 29 30 20 27 56 37 64 20 20 30 20 26 24 21 541 22 45 32 89 71 61 1197 22 41 26 29 414
internal_value=0 0.00530594 0.00442435 0.00458733 0.00479135 0.00192086 0.0022111 0.00506091 0.00570042 0.00528847 0.00187147 0.00208819 0.000644078 0.00132715 0.00576408 -0.000620975 0.005534 0.00537145 0.00570665 0.00233699 0.000726815 0.00302579 0.0044511 0.00565884 0.00573114 0.00577524 0.00517319 0.00269559 0.000512406 0.00559247
internal_weight=0 2769 856 832 783 352 332 712 1913 656 305 71 50 49 1875 48 592 562 1838 257 77 180 91 1812 1751 1729 532 77 55 455
internal_count=3121 2769 856 832 783 352 332 712 1913 656 305 71 50 49 1875 48 592 562 1838 257 77 180 91 1812 1751 1729 532 77 55 455
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 14 2 2 4 1 2 150 2 159 150 1 160 12 2 3 4 3 1 131 15 3 4
split_gain=12.6626 1.98759 1.24288 1.11643 0.642305 0.515314 0.476913 0.344378 0.307172 0.251968 0.246891 0.242402 0.219261 0.255149 0.150706 0.133304 0.128651 0.183019 0.127679 0.125226 0.119201 0.118407 0.117459 0.116008 0.11847 0.0971835 0.0911076 0.113646 0.13021 0.087021
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.082585000000000006 0.083250000000000005 0.14089500000000002 -0.067824999999999983 0.087695000000000009 0.11237500000000002 -0.0025099999999999996 -0.50690499999999983 0.090900000000000009 0.11146500000000002 0.082750000000000004 -0.41942499999999994 0.31534000000000006 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 8 10 -4 -5 12 14 11 -3 20 15 29 -14 17 21 -7 -13 23 -2 -21 -1 -25 -19 27 -12 -29 -6
right_child=1 5 6 7 9 18 -8 -9 -10 -11 26 19 13 -15 -16 -17 -18 25 -20 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00083964915544378993 0.00053965402924193676 0.0003898413483208666 0.00065796860684794363 0.00063103218267498821 0.00066595427285541184 0.0005274659460958312 0.00038925614185156482 0.00038616901864765813 0.00082510512464432765 0.00047545394085664772 0.00020485644665136781 0.00034164161360223175 0.00052333599208947035 0.00045234661816102466 0.00050212403339352097 0.00067874983409468978 0.00030508223722795812 0.00038863685785555372 0.0003207653848563924 0.00025381208573036786 0.00068857920375718835 0.00039497081044257857 0.00010258683832494081 0.00072395413199030276 0.00059622063045216785 0.00023983643020279353 0.00025647944706839087 0.00013570243168096593 -7.1444184537611756e-05 0.00060454937903320089
leaf_weight=32 43 43 123 34 275 27 32 63 76 41 29 23 23 23 30 274 70 45 20 39 670 44 40 747 29 27 20 28 20 131
leaf_count=32 43 43 123 34 275 27 32 63 76 41 29 23 23 23 30 274 70 45 20 39 670 44 40 747 29 27 20 28 20 131
internal_value=0 0.00037446 0.000466901 0.000678146 0.000686652 0.00025163 0.000602492 0.000471997 0.000703003 0.000622412 0.000215142 0.000266366 0.000697842 0.000651307 0.000636232 0.000666714 0.000375126 0.000405963 0.000439508 0.000214313 0.000707917 0.000466481 0.000177242 0.000723952 0.000719181 0.000332837 0.000138569 0.000107943 4.93913e-05 0.000646141
internal_weight=0 673 384 2448 2351 289 155 97 1874 477 242 145 1798 320 436 297 229 159 47 102 1478 87 79 808 776 72 97 77 48 406
internal_count=3121 673 384 2448 2351 289 155 97 1874 477 242 145 1798 320 436 297 229 159 47 102 1478 87 79 808 776 72 97 77 48 406
is_linear=0
shrinkage=0.00196078


Tree=6903
num_leaves=31
num_cat=0
split_feature=1 4 148 2 3 4 159 2 3 3 4 159 1 150 12 1 475 475 16 3 49 159 158 124 150 49 1 401 12 1455
split_gain=0.35113 0.0830745 0.0499447 0.0403104 0.0378731 0.0348984 0.0330493 0.0326874 0.0275943 0.0793148 0.0350785 0.0316452 0.0359551 0.0312033 0.0276314 0.0264597 0.0259717 0.0444542 0.0464088 0.0444508 0.0359223 0.0411497 0.0248522 0.0403064 0.024728 0.0336195 0.0239461 0.0237923 0.0269256 0.0229316
threshold=0.10337500000000001 0.27287000000000006 -0.066239999999999979 0.25063000000000007 -0.03694999999999999 0.40124500000000002 0.082585000000000006 0.092120000000000021 -0.14186499999999996 -0.11171999999999999 -0.16363499999999997 0.082585000000000006 0.084785000000000013 0.083340000000000011 0.13597000000000004 0.11910500000000002 -0.088274999999999978 -0.085684999999999997 -0.010264999999999998 -0.081574999999999995 0.11560500000000001 0.11389500000000001 0.11245500000000001 -1.0000000180025095e-35 0.084335000000000007 -1.0000000180025095e-35 0.07863500000000001 0.085900000000000018 -0.11019 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 15 -4 7 -6 16 10 -10 -9 12 13 14 -11 -3 19 18 -18 -1 21 29 23 -13 25 -14 -23 28 -17 -19
right_child=1 3 4 -5 6 -7 -8 8 9 11 -12 22 24 -15 -16 27 17 20 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095732747015125788 -0.00051104003408302865 0.0032595124300936924 0.0052423094898565777 -0.002194105990929529 0.0040316160913764212 0.001511479607275264 0.0011279328256259087 0.0085480027751106292 -0.00097871065726908664 0.0050101159475743774 0.0042366467554529668 0.0035435609496198596 0.0068099071759553185 0.0088610420085024101 0.0017214155531729812 0.0043116989945701789 0.012473799409344793 0.0091826593831813488 0.0064948958986615016 0.0067112990585155782 0.0020624458776392902 0.0050969105918193241 0.0039361002147887594 0.008716642622049655 -0.00039777141995728016 0.0015561247338813826 0.00020343420677818361 -0.001940330576617271 0.0010660285525221937 0.0058531368566902752
leaf_weight=29 24 114 180 24 143 22 54 46 23 475 32 20 21 20 27 32 20 21 37 25 26 20 27 61 20 29 20 20 127 1382
leaf_count=29 24 114 180 24 143 22 54 46 23 475 32 20 21 20 27 32 20 21 37 25 26 20 27 61 20 29 20 20 127 1382
internal_value=0 0.00295579 0.00391217 0.00174599 0.00419375 0.00547603 0.00323568 0.00551266 0.00499228 0.0047995 0.00677924 0.00498935 0.00470217 0.00498756 0.00483323 0.00206873 0.00577648 0.00585274 0.00859276 0.0036212 0.00574643 0.00581281 0.00656353 0.00743934 0.002574 0.00376271 0.00265017 0.00131035 0.00171925 0.00590297
internal_weight=0 718 401 317 377 2403 197 2381 801 723 78 700 592 522 502 293 1580 1526 57 54 1469 1443 108 81 70 50 40 179 159 1403
internal_count=3121 718 401 317 377 2403 197 2381 801 723 78 700 592 522 502 293 1580 1526 57 54 1469 1443 108 81 70 50 40 179 159 1403
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=31
num_cat=0
split_feature=1 4 155 157 12 3 0 147 45 124 43 12 3 2 0 3 376 49 13 133 0 4 43 12 4 1210 128 1213 1212 1212
split_gain=0.284465 0.0694294 0.0436765 0.0489499 0.0336196 0.0329671 0.0310038 0.0300869 0.0287135 0.0318758 0.0280057 0.0398892 0.0360803 0.0272631 0.0266745 0.0304515 0.0263988 0.0258402 0.0257042 0.04023 0.0956135 0.0408906 0.0688545 0.0361881 0.0270344 0.0268245 0.0263199 0.0260646 0.0271387 0.0384205
threshold=0.10293500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.093965000000000007 0.63141500000000017 0.22582000000000002 0.094075000000000006 0.081955000000000014 -0.076779999999999987 -0.05647499999999999 0.10016000000000001 -0.0096849999999999974 0.11510000000000002 -0.14832499999999996 -0.034684999999999994 1.0000000180025095e-35 -0.078034999999999979 0.0049450000000000006 -0.0081349999999999981 -0.072269999999999987 -0.42529999999999996 -0.11008499999999999 0.110195 -0.0024449999999999997 -0.0091799999999999989 0.084155000000000021 -0.50911999999999991 0.12218000000000002 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 10 8 14 9 -1 12 13 -3 -12 -5 17 -14 -16 26 20 23 -21 25 -20 -24 -23 27 -11 29 -29
right_child=1 5 4 7 -6 -7 -8 -9 -10 18 11 -13 16 -15 15 -17 -18 -19 19 21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0030332061128951066 -0.0017136687831953168 0.002068918994251255 0.0093168762326240537 0.0070625932133268751 0.0044058270615768497 -0.0023584415973164144 0.0011115583857255324 -0.00038036167621612548 0.0082758208199475835 0.0019114600073617813 0.0052483427822589881 -0.00028153788512817735 -0.003658376296516508 0.0023634826422570961 0.0012373430770821871 0.0024767271600042782 0.0011740948742954061 0.0051533479353948284 0.0025164779857732356 0.0084121093420045714 -0.0033691650616343724 0.0024910902482983862 0.0010085427669823291 0.0078217830276116739 0.0047997334713323252 0.0061897015117443194 0.0065845232550539859 0.0050822099810689048 0.0072473228614973392 0.00077820871831915748
leaf_weight=85 20 68 20 21 46 20 21 20 26 26 50 38 26 95 20 165 20 107 36 28 22 23 62 20 27 133 120 1678 57 21
leaf_count=85 20 68 20 21 46 20 21 20 26 26 50 38 26 95 20 165 20 107 36 28 22 23 62 20 27 133 120 1678 57 21
internal_value=0 0.00268802 0.00353283 0.00309136 0.00589402 0.00157139 0.00493696 0.00337995 0.00497095 0.00493419 0.00183603 0.00260246 0.000605707 0.00335826 0.00362022 0.00337265 -0.0015573 0.00453665 0.00500591 0.00421964 0.00221676 0.00479189 0.00437815 0.00441123 0.00215868 0.00564439 0.00515101 0.00505448 0.00510102 0.00502901
internal_weight=0 736 419 353 66 317 2385 333 2364 2338 297 183 114 145 313 292 46 127 2253 351 78 273 245 56 89 156 1902 1782 1756 1699
internal_count=3121 736 419 353 66 317 2385 333 2364 2338 297 183 114 145 313 292 46 127 2253 351 78 273 245 56 89 156 1902 1782 1756 1699
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=31
num_cat=0
split_feature=1 2 97 4 484 14 44 1 2 11 51 16 52 40 15 16 15 483 4 1 1429 160 160 1444 52 16 1452 2 15 402
split_gain=0.231873 0.0695657 0.0434549 0.0395059 0.0399374 0.0343844 0.0345414 0.0325111 0.0313177 0.0305219 0.0283095 0.0458827 0.0329798 0.0327957 0.0310156 0.0331626 0.0323939 0.0277836 0.0295535 0.0271605 0.0516287 0.0320427 0.0389896 0.0317267 0.028346 0.0376895 0.0388066 0.0310777 0.0272218 0.0461404
threshold=0.12000500000000001 0.10252500000000002 -0.083924999999999986 -0.022844999999999997 0.10948000000000001 0.076975000000000002 1.0000000180025095e-35 0.16773500000000005 0.14122000000000004 0.085155000000000022 -0.41109999999999997 -0.061854999999999993 0.039215000000000007 -0.066419999999999993 -0.083359999999999976 -0.53943499999999989 -0.097454999999999986 0.098395000000000024 -0.034939999999999992 0.080270000000000022 0.084690000000000015 0.081905000000000019 0.3961050000000001 -0.083144999999999983 -0.5425549999999999 0.19444000000000003 0.089640000000000011 0.10097500000000002 0.090750000000000011 0.088505000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 10 6 9 17 -3 19 -5 12 13 -12 16 -16 -15 18 -2 23 21 28 -23 -4 -25 26 27 -26 29 -21
right_child=7 3 5 4 -6 -7 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00093313176184892663 0.0038528528437018397 0.0047729675559150695 0.00091954885893279605 0.0045264566461239953 0.0070971259893849491 0.0065978297918308079 0.0085441543817675377 -0.0021518249029253166 0.00080363744319501265 0.00099506554659456003 -0.0016385865608754104 0.0004634083977618031 0.0047535351276501011 0.0028507897174580299 0.0016957872904047534 0.0067428344317401459 -0.0017292368701537668 0.0053497400658670813 0.0010655972632206598 0.0045334548217244447 -5.9035228138479096e-05 0.0010393062354538774 0.005870839558939106 0.0076870895773240855 0.004885732665493886 0.0022933508707526124 0.00081373020075261595 0.0084493930032476777 0.0033015474689697538 0.0081474951892279279
leaf_weight=33 45 206 21 59 20 82 21 23 22 25 20 108 71 47 23 30 23 20 246 375 30 61 23 34 1157 59 23 25 150 39
leaf_count=33 45 206 21 59 20 82 21 23 22 25 20 108 71 47 23 30 23 20 246 375 30 61 23 34 1157 59 23 25 150 39
internal_value=0 0.00426434 0.00453407 0.00333894 0.00274136 0.00458999 0.0045094 0.0014761 0.00438996 0.0044675 0.00251271 0.00214373 0.00299174 0.002117 0.00272767 0.00455261 0.00134592 0.00174441 0.00149662 0.00451097 0.00399659 0.00418435 0.00236223 0.00477538 0.00483776 0.00476112 0.00488194 0.00496111 0.00445573 0.00487391
internal_weight=0 2787 2158 629 401 2125 2043 334 228 2022 381 322 214 143 123 53 70 311 291 1997 678 648 84 1319 1298 1264 1205 1182 564 414
internal_count=3121 2787 2158 629 401 2125 2043 334 228 2022 381 322 214 143 123 53 70 311 291 1997 678 648 84 1319 1298 1264 1205 1182 564 414
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 1 3 3 2 150 1 0 12 4 3 4 2 13 16 10 2 2 52 131 133 2 2
split_gain=12.5714 2.13092 1.26299 1.05391 0.719673 0.633029 0.397247 0.39028 0.341001 0.338163 0.367359 0.334953 0.22932 0.210349 0.191666 0.183749 0.157945 0.137943 0.129876 0.11528 0.11296 0.112555 0.103429 0.147706 0.0959896 0.089692 0.0889362 0.0880822 0.0851817 0.149865
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.11474000000000002 0.062655000000000016 0.077845000000000011 0.30112000000000005 0.12745000000000004 0.14122000000000004 1.0000000180025095e-35 0.089625000000000024 -0.10607499999999999 -0.42850999999999995 0.038415000000000012 -0.059315 -0.55119499999999988 0.092365000000000017 0.049530000000000012 -0.25582999999999995 -1.0000000180025095e-35 0.10497000000000002 0.15950500000000004 0.0031350000000000002 0.09031500000000002 -1.0000000180025095e-35 0.13501500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 22 7 -6 13 -5 10 17 12 16 18 -15 -11 -7 21 -1 -20 -16 -4 -3 -24 -17 -18 -2 -25 29 -19
right_child=1 2 9 8 6 11 -8 -9 -10 15 -12 -13 -14 14 20 24 25 28 19 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00086733245966481225 0.0007499842899663299 0.00027704246640609053 0.00025308639908445176 0.00067232024988957812 0.00063914910412486735 0.0006896283037808572 0.00034504112948719904 0.00084873325003971675 0.00041575960525949083 0.00026824939197662875 0.00047404878818695041 0.00046248058267365312 0.00047414510372803618 0.00053579967472400952 0.00069624354194255944 0.0001513684567596231 0.00055995347739274607 0.00019290888985030023 0.00072390481990639564 0.00067973094907555342 0.00058395560045598771 0.00045632706505392549 0.00052953863669844231 0.00025522177189410698 -1.1695474973750339e-05 0.00066840286109866309 0.00060626442292157343 0.00038615197825039469 0.00014858422979162911 0.00039746186806429893
leaf_weight=22 49 38 22 28 76 249 23 79 69 34 37 41 27 40 248 35 73 40 1203 280 40 20 25 23 23 49 25 140 42 21
leaf_count=22 49 38 22 28 76 249 23 79 69 34 37 41 27 40 248 35 73 40 1203 280 40 20 25 23 23 49 25 140 42 21
internal_value=0 0.000387521 0.000348741 0.000690112 0.000431411 0.000698376 0.000570821 0.000713793 0.000489818 0.000250683 0.000299658 0.000631229 0.000648612 0.000707977 0.000662984 0.000153798 0.000661309 0.000255159 0.000717783 0.000715565 0.000680648 0.000349868 0.000370343 0.000389201 8.67052e-05 0.000603511 0.00070143 0.000367677 0.00021654 0.000263329
internal_weight=0 673 599 2448 325 2351 99 1912 97 274 182 439 398 1833 328 92 371 145 1505 1483 288 42 226 188 58 122 74 163 103 61
internal_count=3121 673 599 2448 325 2351 99 1912 97 274 182 439 398 1833 328 92 371 145 1505 1483 288 42 226 188 58 122 74 163 103 61
is_linear=0
shrinkage=0.00196078


Tree=6907
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 150 1 14 2 1 147 1 43 475 13 50 43 1 12 4 2 1 1 15 1 1447 4
split_gain=16.2467 2.14133 1.65582 1.19603 1.07151 0.764229 0.561946 0.573249 0.453043 0.447275 0.431477 0.370084 0.255208 0.218872 0.202563 0.200423 0.172417 0.170159 0.162157 0.159559 0.158246 0.205709 0.180869 0.156102 0.1352 0.131405 0.130294 0.126065 0.123512 0.112305
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 1.0000000180025095e-35 0.092845000000000025 0.076975000000000002 0.14285500000000004 0.122715 0.089365000000000014 0.12000500000000001 -0.078139999999999973 -0.074744999999999992 -0.0075049999999999987 0.041865000000000006 -0.016814999999999997 0.089625000000000024 0.085885000000000017 -0.0057249999999999992 0.088850000000000012 0.12958500000000003 0.10538500000000002 -0.089964999999999976 0.13075500000000004 -0.082869999999999985 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 10 6 14 24 11 -4 13 16 29 20 -3 -9 -6 -17 26 -10 23 22 -22 -1 -8 -18 -7 -5 -25 -2
right_child=1 5 9 27 8 18 7 15 19 -11 -12 -13 -14 -15 -16 17 25 -19 -20 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00082574547026774631 0.00083216816112305846 0.0004094552257846968 0.00071498664539202718 0.00044854681661315993 0.00083038405550371283 0.00019702982285587246 0.00075141196064451793 0.00024051911854377223 0.00063759165213388559 0.00045095148758403071 0.00095039585369085177 0.00053786406805762213 0.00055537209962573382 0.00065336061642510374 0.00019909975660581083 0.0003582174020268321 0.00072980324258370432 0.00050006244732085886 0.00032861944631115724 0.00039812438094707404 0.00053225968690479497 0.00078624500100519146 0.00074935744340026299 0.00089172070501881604 0.00052866234937134907 0.00056597656479068833 2.1754973069988788e-05 0.00027566410348525428 0.00077577938225521033 0.00068663295058123694
leaf_weight=943 47 24 37 50 65 63 22 29 20 74 75 39 29 39 66 74 320 58 26 23 25 275 36 38 20 20 22 24 502 36
leaf_count=943 47 24 37 50 65 63 22 29 20 74 75 39 29 39 66 74 320 58 26 23 25 275 36 38 20 20 22 24 502 36
internal_value=0 0.00041182 0.000773136 0.000585913 0.000783877 0.000331669 0.000384159 0.000441335 0.000701677 0.000538963 0.000804587 0.000720289 0.000713719 0.000798701 0.000255195 0.000388117 0.000737856 0.000420543 0.000193113 0.000509505 0.000801817 0.000763395 0.000660383 0.000810522 0.000645341 0.000720166 0.000151665 0.000392477 0.000783938 0.000769044
internal_weight=0 590 2531 186 2420 404 293 203 487 111 1933 444 112 1858 90 161 405 132 111 43 1819 336 61 1483 42 340 85 74 540 83
internal_count=3121 590 2531 186 2420 404 293 203 487 111 1933 444 112 1858 90 161 405 132 111 43 1819 336 61 1483 42 340 85 74 540 83
is_linear=0
shrinkage=0.00196078


Tree=6908
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 402 4 2 393 0 160 393 483 50 13 133 15 474 4 484 16 0 133 133 15 156 52 2 4 39
split_gain=0.295741 0.0706315 0.0543353 0.0561977 0.0359221 0.0351374 0.0324797 0.029781 0.0420236 0.0336136 0.0660674 0.0486501 0.0471359 0.0336705 0.0330096 0.0312751 0.0310758 0.0498379 0.0701434 0.0459784 0.0405896 0.0353997 0.078732 0.0495231 0.0391852 0.0348338 0.0393553 0.0310514 0.0289964 0.0289201
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.086055000000000006 0.40124500000000002 0.089005000000000015 0.086525000000000005 -0.085669999999999982 -0.53379499999999991 0.092975000000000016 0.10045000000000003 0.10803500000000001 -0.083764999999999992 0.11269500000000002 -0.026084999999999994 0.08401500000000002 -0.0092149999999999992 0.085740000000000011 -0.008904999999999998 -0.089604999999999976 0.0068000000000000014 -0.015929999999999996 0.084840000000000013 0.084085000000000007 0.0046550000000000003 0.084305000000000005 -0.52556499999999995 -0.046074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 -2 7 9 28 12 -11 -12 13 15 -15 16 19 18 20 25 21 24 23 27 -18 26 -1 -23 -9 -30
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0044896519448845472 0.0045921547598727804 0.0023825360091464434 -0.0036376180659447401 0.0078298288909718402 0.0010283184916615583 0.0003125692354106356 0.0013238520070444793 0.0081965030260527354 0.0012739863432767434 7.729697077033612e-05 0.0050348660871687885 0.0092212147280124248 0.010474481441728446 0.005692451473000939 0.00092811230928278887 0.0030235788612175858 0.011087373318150641 0.0024218014314432035 0.011412082816398628 0.0013800057526677848 0.011013756790198385 0.0069322378068736347 -0.00033566134981811047 0.0093867893393438026 0.0056960881920531392 0.008699854045502239 0.008186123527687144 0.0032570546865463255 0.0011419889539302816 0.0048928992455588962
leaf_weight=130 222 357 21 20 77 21 22 26 33 26 649 29 23 33 26 31 28 22 37 25 20 47 20 39 26 37 37 45 21 971
leaf_count=130 222 357 21 20 77 21 22 26 33 26 649 29 23 33 26 31 28 22 37 25 20 47 20 39 26 37 37 45 21 971
internal_value=0 0.00283562 0.00212622 0.00267152 2.84749e-05 0.00422231 0.00514856 0.00518389 0.00478605 0.00549828 0.00502422 0.00521393 0.00603141 0.00586194 0.00359291 0.00610803 0.00629442 0.00699331 0.00737718 0.00542767 0.00671366 0.00629414 0.00550831 0.00640051 0.00849157 0.00592371 0.00530863 0.00513459 0.0048999 0.00481349
internal_weight=0 718 475 377 98 243 2403 2381 1051 1330 704 678 626 603 59 544 513 284 262 229 225 205 151 131 54 204 167 92 1018 992
internal_count=3121 718 475 377 98 243 2403 2381 1051 1330 704 678 626 603 59 544 513 284 262 229 225 205 151 131 54 204 167 92 1018 992
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 4 1 4 2 1 47 0 2 1 4 3 157 13 50 150 0 13 2 4 49 12 42 4
split_gain=9.12302 1.14572 0.884572 0.65086 0.633583 0.442426 0.316009 0.289668 0.263686 0.255729 0.269305 0.224353 0.205849 0.170893 0.142605 0.124374 0.123631 0.216589 0.117006 0.124216 0.110466 0.103488 0.0972345 0.0934163 0.139883 0.0786195 0.0760613 0.0703892 0.0992852 0.0703607
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14753000000000002 0.076975000000000002 0.40945500000000007 0.09253500000000002 0.36766000000000004 0.14285500000000004 0.12000500000000001 0.090100000000000013 -0.062294999999999996 -1.0000000180025095e-35 0.122715 -0.082249999999999976 0.090900000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041865000000000006 0.081835000000000019 -0.080119999999999983 -0.47860499999999995 0.31358000000000003 -0.036839999999999991 -0.078034999999999979 0.088245000000000004 0.085465000000000013 -0.52556499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 7 14 12 -4 10 21 -9 18 -14 22 25 27 -18 -3 -20 23 -6 -1 -7 -25 -2 -10 29 -29 -16
right_child=1 5 8 -5 9 20 -8 11 26 -11 -12 -13 13 -15 16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00057545927348637987 0.00066062946042983362 0.00017314526590716048 0.00056358631378020379 0.00030481915364622336 0.00056964630699333021 0.00021783650691708991 0.00073948304481755676 0.00035035269593889701 0.00041869399709659711 0.00036890850393007501 0.00039189912551099057 0.00018207777551297672 0.00053821778593041354 0.0003164315055026515 0.00076893235684609884 0.00043125398018780878 0.00060711673213603734 0.0004623175105627845 0.00029137464071494411 0.00045973280220842726 0.00026576099075688222 0.00043145177293230189 0.00040117764882012909 0.00014426473771837284 -6.3550582648638415e-05 0.00053501620370504646 0.00029543094747161794 0.00062893366609332679 0.00050682608346860674 0.00064880566846651859
leaf_weight=32 30 21 34 74 393 22 75 44 38 33 39 99 34 22 20 29 1268 41 63 23 23 22 20 33 20 53 39 147 31 299
leaf_count=32 30 21 34 74 393 22 75 44 38 33 39 99 34 22 20 29 1268 41 63 23 23 22 20 33 20 53 39 147 31 299
internal_value=0 0.000320171 0.000590925 0.000447515 0.000598775 0.000261543 0.0006147 0.000298263 0.000419767 0.000535567 0.000547681 0.000233855 0.000354769 0.000451087 0.000609663 0.000541796 0.000612578 0.000602581 0.00030436 0.000336401 0.000146884 0.00056232 0.000508428 0.000110428 6.58439e-05 0.000580419 0.000356262 0.000638906 0.000607668 0.000656337
internal_weight=0 590 2531 186 2420 404 1933 306 111 487 454 143 163 56 1858 112 1806 1309 107 86 98 415 52 75 53 83 77 497 178 319
internal_count=3121 590 2531 186 2420 404 1933 306 111 487 454 143 163 56 1858 112 1806 1309 107 86 98 415 52 75 53 83 77 497 178 319
is_linear=0
shrinkage=0.00196078


Tree=6910
num_leaves=31
num_cat=0
split_feature=1 2 51 11 2 11 1 40 454 13 401 402 0 148 13 15 3 147 12 4 4 51 133 123 40 4 401 4 4 1212
split_gain=0.288713 0.0691828 0.051128 0.0487498 0.0566425 0.0451716 0.0427482 0.0400286 0.0391318 0.042957 0.0364573 0.0359892 0.0359203 0.0308643 0.0300366 0.0285894 0.035917 0.0327504 0.0459562 0.0349024 0.0268009 0.0272387 0.0249086 0.0253019 0.0233589 0.0231611 0.0351866 0.0344432 0.0290888 0.0290064
threshold=0.11690500000000002 0.10045500000000002 -0.40274499999999996 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 0.16773500000000005 0.051255000000000002 -0.037229999999999992 -0.16152999999999998 0.080710000000000018 0.11942500000000002 -0.07384499999999998 -0.066239999999999979 -0.0093149999999999986 -0.040804999999999994 -0.10217499999999997 0.091170000000000015 0.095565000000000011 0.0016150000000000003 -0.033174999999999989 0.095820000000000016 0.089405000000000012 1.0000000180025095e-35 -0.082294999999999993 -0.082769999999999982 1.0000000180025095e-35 -0.082349999999999993 0.23246000000000003 0.088215000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 12 -5 13 8 -3 -10 15 -12 -1 -4 -14 16 -11 18 19 -17 21 -15 23 -18 -6 29 27 -27 -29 -26
right_child=2 7 6 5 24 -7 -8 -9 9 10 11 -13 14 20 -16 17 22 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0053973548274872636 0.0062080623267252964 2.1461687918583104e-05 -0.0013446730758564977 0.010922876110167377 0.0085435696378616359 0.0056583533960525905 -0.0026818583442253015 -0.00037817532895132898 0.0014086410779743754 0.00056350040159976254 -0.0013554529775865378 0.004643648960627615 0.0033067449062530486 0.0072283339640125642 -0.0014134134277880479 0.0065751820677910112 0.005814497295155454 0.0020045923180473241 0.0045102688397262378 0.011207997528836132 0.0018442208563477409 0.0024312470397301789 0.0031418442562778275 0.0028604210451924923 0.0061578307287039717 0.00097397507127860322 0.0063368195012941612 0.0049582286455876774 0.0019035865210753401 0.0040777584008425535
leaf_weight=29 27 22 26 28 21 39 21 20 47 26 20 20 28 20 26 87 134 23 107 20 266 29 93 37 389 23 171 1209 32 81
leaf_count=29 27 22 26 28 21 39 21 20 47 26 20 20 28 20 26 87 134 23 107 20 266 29 93 37 389 23 171 1209 32 81
internal_value=0 0.00492204 0.00201021 0.00520491 0.00511642 0.00785845 0.00169711 0.00402684 0.00416536 0.00431384 0.00455466 0.0016441 0.0025586 0.00196679 0.00103408 0.00477557 0.00410973 0.00559032 0.0059757 0.00744113 0.00224011 0.00438924 0.00445898 0.00517531 0.00522665 0.00519008 0.00499053 0.0048084 0.00487946 0.00579935
internal_weight=0 2732 389 2076 2009 67 362 656 636 614 567 40 83 341 54 527 290 237 214 107 315 49 264 171 1926 1905 1435 1264 1241 470
internal_count=3121 2732 389 2076 2009 67 362 656 636 614 567 40 83 341 54 527 290 237 214 107 315 49 264 171 1926 1905 1435 1264 1241 470
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=31
num_cat=0
split_feature=1 2 97 2 457 33 52 16 1 16 1 147 3 13 12 1 34 13 0 4 0 13 13 16 1 15 49 156 52 0
split_gain=0.23542 0.0675761 0.0430413 0.0367217 0.0376925 0.0354815 0.0332708 0.0349006 0.039218 0.0551772 0.0326764 0.0320323 0.0307546 0.0298112 0.0628273 0.0435496 0.0409459 0.0397082 0.0328732 0.0270948 0.0366908 0.0429659 0.0728785 0.0302281 0.0401646 0.0268457 0.0311697 0.0288767 0.0253248 0.0247863
threshold=0.12000500000000001 0.098630000000000009 -0.0047149999999999996 0.15609500000000001 0.10613500000000002 0.083840000000000012 0.50609000000000004 0.40020000000000006 0.098420000000000021 -0.0087049999999999992 0.076935000000000017 0.089365000000000014 0.0022600000000000003 -0.072819999999999982 -0.081419999999999979 0.14804000000000003 -0.028109999999999996 0.10935500000000002 -0.074229999999999977 -0.39518999999999993 -0.066089999999999996 -0.043669999999999994 0.0061450000000000003 0.25084500000000004 0.07635500000000002 -0.07490999999999999 0.10877000000000002 0.3248100000000001 -0.063789999999999986 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 7 8 9 10 -3 19 -10 14 15 -2 -15 18 -18 23 -21 -22 -23 24 -4 -9 27 -27 -20 -14
right_child=13 3 5 -5 -6 -7 -8 25 12 -11 -12 -13 29 16 -16 -17 17 -19 28 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001407049648398056 0.0040430802018943659 0.0044644029844477344 0.0054554631225764757 -0.00044554704800248146 -0.00047049014607355706 0.008952136537991465 0.0068801948855466699 0.0080576969472610435 0.0010230585382645871 0.0018610773038680612 0.0086403028972979103 0.0017205100892377753 0.00079567489592591301 -0.0011449599763951623 -0.001422761306009936 -0.00088220205193815333 0.0016496037309424894 0.00065140607052440336 0.0033659355908316835 0.0047935152772645827 0.0051913003388204077 -0.0033720157405300794 0.0044278394537977878 0.0041750116063462147 0.011314003393900665 0.0062180202588977586 0.0023732012932134029 0.0019851147988811137 0.0072173914388067237 0.0045640271870070141
leaf_weight=39 58 174 25 22 21 20 34 23 109 85 21 35 24 26 78 26 33 44 31 1798 38 23 25 31 22 83 51 20 38 64
leaf_count=39 58 174 25 22 21 20 34 23 109 85 21 35 24 26 78 26 33 44 31 1798 38 23 25 31 22 83 51 20 38 64
internal_value=0 0.00440386 0.00469747 0.00357805 0.0037029 0.0047611 0.00383029 0.00367173 0.00322673 0.0039873 0.00491412 0.00471912 0.00214572 0.00159437 0.000620901 0.00251859 0.00251125 0.00316235 0.00424551 0.00477261 0.004697 0.00267917 0.000690409 0.00659897 0.00819776 0.00487095 0.00439501 0.0053961 0.00548703 0.00353629
internal_weight=0 2787 2056 731 709 2017 688 654 477 280 195 1997 197 334 162 84 172 146 102 1962 1884 86 48 78 47 177 154 103 69 88
internal_count=3121 2787 2056 731 709 2017 688 654 477 280 195 1997 197 334 162 84 172 146 102 1962 1884 86 48 78 47 177 154 103 69 88
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=31
num_cat=0
split_feature=1 2 106 14 147 52 149 2 457 1429 12 13 13 0 400 4 3 16 12 14 15 2 47 151 16 0 13 484 0 157
split_gain=0.19069 0.0547366 0.0381204 0.0323708 0.0297608 0.0380317 0.0339766 0.0297446 0.0305309 0.0286882 0.0277642 0.0476397 0.0388052 0.0335449 0.0300198 0.0269387 0.0329476 0.0320499 0.044693 0.0415515 0.0289106 0.0268126 0.0248985 0.0464074 0.0300754 0.0261678 0.0272981 0.0231569 0.02122 0.0415759
threshold=0.12000500000000001 0.098630000000000009 0.085655000000000009 -1.0000000180025095e-35 0.089365000000000014 -0.066844999999999988 0.075040000000000009 0.15609500000000001 0.10613500000000002 -0.087914999999999979 -0.086254999999999984 -0.0072999999999999992 -0.16152999999999998 -0.14723999999999998 -0.07520499999999998 0.40124500000000002 -0.13309499999999996 -0.11118499999999999 -0.081419999999999979 -0.46596499999999991 -0.46743999999999997 0.14530500000000005 0.11170500000000001 -0.089309999999999987 -0.52595999999999987 -0.16360999999999995 0.15641500000000003 0.10948000000000001 -0.080689999999999984 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 9 8 10 -5 11 13 -12 -3 -14 21 -17 18 20 -19 -18 -2 23 -16 -25 -26 27 -27 -11 -30
right_child=15 7 -4 4 5 -7 -8 -9 -10 28 12 -13 14 -15 22 16 17 19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0080103371708189468 0.0032789691807223464 0.00057506786565332177 0.00068916786074017496 0.0071636652517499348 0.0046204860112629828 -0.0015465013126959094 0.0076318436069414027 -0.00040099243210120635 -0.00042344108667402043 0.0044150946396653047 0.0010813408166626996 -0.0025517762445088012 0.00029133698209823873 0.0055632710806094113 0.0088077052585071036 0.0043396633001975713 0.0011069123225752266 0.0008973597211297601 -0.0010969842228580986 -0.0055486839689547198 0.0054970958823105324 0.00036964045630560985 0.00084069690707585089 0.00055500494599982633 0.0075513717691964386 0.0036189038659719657 0.006833782909779984 0.0068185807360957073 0.00024471115850081495 0.0038970886300350215
leaf_weight=23 107 26 30 33 20 20 30 22 21 1306 53 20 22 28 21 21 40 20 57 20 24 45 23 24 22 393 32 24 33 561
leaf_count=23 107 26 30 33 20 20 30 22 21 1306 53 20 22 28 21 21 40 20 57 20 24 45 23 24 22 393 32 24 33 561
internal_value=0 0.00396347 0.00422773 0.00428012 0.00423729 0.00153699 0.00429231 0.00322024 0.00333261 0.00424048 0.00344726 0.0016174 0.00366779 0.00316154 0.00391215 0.00143494 0.000614204 0.000128275 0.000939493 -0.00232566 0.00275323 0.00241765 0.00405993 0.00420343 0.00400809 0.00418405 0.00401906 0.00380306 0.00418971 0.00369418
internal_weight=0 2787 2056 2026 2003 40 1963 731 709 1933 688 74 614 54 561 334 182 161 121 40 64 152 539 516 495 471 449 417 1900 594
internal_count=3121 2787 2056 2026 2003 40 1963 731 709 1933 688 74 614 54 561 334 182 161 121 40 64 152 539 516 495 471 449 417 1900 594
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 1 14 2 4 457 4 1 3 3 0 52 4 159 151 4 12 0 1 3 133 4 1
split_gain=16.3028 2.7045 1.58826 1.51275 0.947191 0.805287 0.781855 0.530793 0.426931 0.413647 0.377013 0.370966 0.278636 0.261421 0.233682 0.288853 0.233255 0.207038 0.180007 0.210382 0.135823 0.205868 0.130406 0.118443 0.117286 0.130478 0.116514 0.109595 0.105439 0.0962375
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.089885000000000007 -0.022174999999999997 0.13501500000000002 0.077845000000000011 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.10021000000000001 0.04735000000000001 0.085345000000000018 -0.11171999999999999 0.30112000000000005 -0.15931499999999996 1.0000000180025095e-35 0.24564500000000003 0.030370000000000005 -0.086769999999999986 0.0067750000000000006 0.099815000000000015 -0.080499999999999988 0.081315000000000012 0.12745000000000004 0.086990000000000012 -0.036839999999999991 0.15964000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 6 9 -3 12 -5 14 11 16 13 20 -1 -16 26 -17 19 -15 21 -7 -19 -23 -22 -26 -4 -8 -2 -12
right_child=1 2 10 8 -6 7 27 -9 -10 -11 29 -13 -14 18 15 17 -18 22 -20 -21 24 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00083350637594223375 0.00084243061378890395 0.00073885005841216127 0.00040158308212582449 0.00074633564226099752 0.00040392779022487035 0.00059823938576029792 0.00050204119164180133 0.00054691028636667165 0.00045926340260977225 0.00098249163984975071 0.00020053894382567416 0.00025415268598494073 0.00052968680712522248 0.00069235041502267562 0.0005486288878555391 0.00060836918277305503 0.0002436570785010031 0.00081090443177417846 0.0007708405326522904 0.00047718967362389623 0.00093168009131334431 0.00079805687825657619 0.00069575159959182019 0.00073416600087486742 0.00068844585295985724 0.00090288515038350055 0.00056703752107626086 0.00030551016896817029 0.00068432195172979935 2.9125697271642731e-05
leaf_weight=881 50 79 36 28 202 25 24 48 69 59 34 132 20 104 20 23 22 379 91 21 41 398 42 155 24 20 30 20 24 20
leaf_count=881 50 79 36 28 202 25 24 48 69 59 34 132 20 104 20 23 22 379 91 21 41 398 42 155 24 20 30 20 24 20
internal_value=0 0.000437511 0.000393822 0.000782094 0.000486528 0.000791995 0.000622182 0.000747809 0.00054213 0.000821799 0.00028386 0.000319894 0.000758535 0.000763742 0.00081475 0.000779137 0.000418507 0.00078952 0.0007045 0.000656203 0.000783043 0.000772281 0.000799417 0.000780149 0.000856227 0.000785918 0.00047679 0.000412709 0.000791152 0.000137053
internal_weight=0 673 599 2448 325 2351 123 947 97 1404 274 220 899 879 1345 464 88 444 216 125 663 578 421 553 85 44 66 44 74 54
internal_count=3121 673 599 2448 325 2351 123 947 97 1404 274 220 899 879 1345 464 88 444 216 125 663 578 421 553 85 44 66 44 74 54
is_linear=0
shrinkage=0.00196078


Tree=6914
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 4 16 1 12 47 2 16 4 0 16 49 4 132 106 3 1456 4 16 4
split_gain=25.4753 4.20761 2.62401 2.18708 1.86516 1.24807 0.957777 0.74856 0.726704 0.653437 0.575435 0.439225 0.342283 0.307795 0.301077 0.389097 0.238579 0.2257 0.20997 0.31407 0.225275 0.23533 0.171117 0.17017 0.205507 0.17404 0.164024 0.227943 0.174393 0.206191
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.076975000000000002 0.13082500000000002 0.14285500000000004 0.077845000000000011 0.24564500000000003 -0.52595999999999987 0.15964000000000003 0.051320000000000005 0.077555000000000013 0.14122000000000004 -1.0000000180025095e-35 -0.013125 0.14486500000000005 -0.45661999999999997 -0.009244999999999998 -0.036839999999999991 0.08696000000000001 0.087690000000000004 0.30112000000000005 0.056265000000000009 -0.15464999999999998 -0.071854999999999988 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 16 7 -6 11 13 12 -5 14 -7 -4 15 17 23 -1 19 -14 -20 -22 -2 24 25 -3 27 -16 -29 -30
right_child=1 2 8 10 6 9 -8 -9 -10 -11 -12 -13 18 -15 26 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00077697072082974776 0.0010518912573655446 0.00057539599125876141 0.00029929555070360114 0.00092475542104711718 0.00090519279982700473 0.00068254666168148783 0.00053192933561545383 0.0012178968094160656 0.00063150867514902981 0.00066573891958222723 0.00059147475477340852 0.00073744891543268444 0.00099473814439694167 8.3503860256892078e-05 0.00083624371731815558 0.0010949004611937828 0.00032868894456210089 0.0009691092813862304 0.001043675650843562 0.00078615222048488006 0.00066934228235600041 0.00089278398989044562 0.00085047142081011353 0.00034884292260476399 0.00033935644962897925 0.00043436086305741471 0.001079429139151788 0.0010339143136550498 0.00099586971050067623 0.00079314643845838657
leaf_weight=57 50 169 141 28 82 21 39 67 23 39 69 23 265 31 28 36 30 40 34 31 20 193 24 22 20 42 151 783 543 20
leaf_count=57 50 169 141 28 82 21 39 67 23 39 69 23 265 31 28 36 30 40 34 31 20 193 24 22 20 42 151 783 543 20
internal_value=0 0.000545466 0.000490972 0.000976213 0.000581135 0.000988118 0.000784885 0.00101465 0.000304174 0.000911199 0.000687679 0.00100655 0.000928172 0.000260403 0.00101028 0.000920813 0.000494019 0.000856203 0.000937671 0.000972893 0.000895462 0.000871804 0.000986566 0.000513624 0.000529317 0.000547323 0.00101809 0.00101135 0.00101499 0.000988668
internal_weight=0 673 599 2448 404 2351 121 1748 195 603 97 1681 564 172 1658 133 283 97 543 296 247 213 74 253 231 211 1525 1374 1346 563
internal_count=3121 673 599 2448 404 2351 121 1748 195 603 97 1681 564 172 1658 133 283 97 543 296 247 213 74 253 231 211 1525 1374 1346 563
is_linear=0
shrinkage=0.00196078


Tree=6915
num_leaves=31
num_cat=0
split_feature=1 15 12 3 3 12 157 148 4 43 48 43 376 1210 12 48 16 16 15 51 43 132 16 52 159 475 12 0 157 48
split_gain=0.278511 0.0498048 0.050385 0.0470021 0.0465151 0.0455045 0.0430807 0.041329 0.0503757 0.0394888 0.0508965 0.0409292 0.0449115 0.0392667 0.0345257 0.0340367 0.0326806 0.0310776 0.0297924 0.0296232 0.0331464 0.0286513 0.0280527 0.0388275 0.0549212 0.0378573 0.0463984 0.0276812 0.0391302 0.027353
threshold=0.11146500000000002 0.024640000000000006 0.051320000000000005 0.12178000000000001 0.31534000000000006 -0.42850999999999995 -0.0091799999999999989 -0.078044999999999989 -0.010655 -0.077604999999999993 -1.0000000180025095e-35 -0.095049999999999982 0.084545000000000009 -0.0084249999999999985 0.092550000000000007 0.081805000000000017 -0.16927999999999996 -0.082179999999999989 -0.10203999999999998 -0.40274499999999996 -0.0064299999999999991 0.086775000000000005 0.41553500000000004 0.42957000000000006 0.082585000000000006 -0.065099999999999977 0.09474500000000001 -0.033209999999999996 -1.0000000180025095e-35 0.11926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 7 -6 -3 -2 27 11 -11 -1 15 -4 21 -13 -12 -18 -16 -10 -21 -15 23 24 25 -20 -27 28 -9 -22
right_child=4 6 13 -5 5 -7 -8 8 19 10 16 12 -14 14 18 -17 17 -19 22 20 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0049386340372550956 -0.00079501009147082058 0.0094735941125286965 0.0016783067997654573 -0.00039105324361186764 0.0032774847370627171 -0.0013762478214498102 0.0054311312856544268 0.003245337437626652 0.0053926693839671585 0.0014303603508055976 0.0084187591820955292 -0.0025834687478241644 0.0049771256668743897 0.0057571588920665318 0.006333952755448991 0.0019624230416957289 0.0025059446107682792 0.0055770103953215657 0.0050203491535578525 0.0012032934035588923 0.0027609206535935144 0.00299217111984035 0.0053511782171853789 0.0070081825195811688 0.0061431132039079109 -0.0030469901542263954 0.0020597932556699161 0.0024682184620557924 0.0085984605830162764 0.0066122290482532918
leaf_weight=52 28 27 34 26 34 55 1117 22 34 39 30 28 26 594 64 40 43 141 31 143 114 40 99 25 39 22 93 23 36 22
leaf_count=52 28 27 34 26 34 55 1117 22 34 39 30 28 26 594 64 40 43 141 31 143 114 40 99 25 39 22 93 23 36 22
internal_value=0 0.00503204 0.00464615 0.00372863 0.00247911 0.000401583 0.00552654 0.00291727 0.00318108 0.00399708 0.00475281 0.00268749 0.00144218 0.00502073 0.00513359 9.05852e-05 0.0053583 0.00485932 0.0043702 0.00260586 0.00226625 0.00558271 0.00396346 0.00330926 0.0028094 0.00191889 0.00108284 0.00540384 0.00656797 0.00338393
internal_weight=0 2610 1466 425 511 89 1144 422 394 399 253 146 94 1041 1007 68 214 184 373 313 279 634 309 210 185 146 115 81 58 136
internal_count=3121 2610 1466 425 511 89 1144 422 394 399 253 146 94 1041 1007 68 214 184 373 313 279 634 309 210 185 146 115 81 58 136
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 1 2 2 0 14 2 4 0 15 0 4 0 49 49 1 47 475 39 50 14 1 13 1 1
split_gain=16.6924 2.04431 1.83945 1.19872 1.01953 0.809413 0.524083 0.518633 0.506457 0.45093 0.427509 0.399644 0.326508 0.282459 0.254081 0.236776 0.276741 0.337963 0.208241 0.185889 0.174899 0.172454 0.169543 0.16184 0.156042 0.147622 0.145535 0.135648 0.126825 0.124494
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 0.09253500000000002 -1.0000000180025095e-35 0.10803500000000001 -0.13027499999999997 0.076975000000000002 0.13501500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.079119999999999982 -0.39518999999999993 -0.066089999999999996 -0.012034999999999999 -0.043469999999999995 0.083345000000000016 0.089785000000000018 -0.069854999999999987 0.098905000000000007 0.041865000000000006 -1.0000000180025095e-35 0.13075500000000004 -0.026374999999999999 0.12958500000000003 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 7 -4 29 28 19 12 22 13 14 -1 -15 -17 -18 -2 -5 -14 -22 -11 25 -7 -10 -6 -19 -9 -3
right_child=1 5 6 9 26 24 -8 8 23 11 -12 -13 20 15 -16 16 17 27 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086463051073996304 0.00050932953809844502 0.00037530646204805379 0.00072474076188112479 0.00039233543686981599 0.00045431563448087843 0.0001409952389250908 0.00043245574539711804 0.00072768197101067723 0.00052628764088320378 0.00082601130415978197 0.000947163034498302 0.00054402069942804249 0.00076140104458222982 0.00082449940637276229 0.00062047875011202018 0.00087349137611106385 0.00077115021582589054 0.00070742332972519755 0.00073008557776813314 0.00062196613270047859 0.00048079095561714735 0.00070287860762497159 0.00071680436420986813 0.00023817661053994121 0.00031458163499792818 0.0003739934276436845 0.00026856108212514832 0.00049822468094269255 0.00051194173521270942 0.00021039645724464485
leaf_weight=23 20 24 34 23 50 85 77 22 32 66 75 47 108 1175 57 82 304 22 92 33 20 41 318 25 26 104 24 26 20 66
leaf_count=23 20 24 34 23 50 85 77 22 32 66 75 47 108 1175 57 82 304 22 92 33 20 41 318 25 26 104 24 26 20 66
internal_value=0 0.000402562 0.000768801 0.000780122 0.000572665 0.000324248 0.000521984 0.000378267 0.000433196 0.000693179 0.000802026 0.000714686 0.000796167 0.000804389 0.000690672 0.000810043 0.000770906 0.000747008 0.000690665 0.000527654 0.000713995 0.000630063 0.000735574 0.000383174 0.000181655 0.000409827 0.000394071 0.000594107 0.000624949 0.000254372
internal_weight=0 590 2531 2420 186 404 111 293 203 487 1933 431 1858 1689 80 1609 434 352 112 56 169 61 384 161 111 136 74 48 42 90
internal_count=3121 590 2531 2420 186 404 111 293 203 487 1933 431 1858 1689 80 1609 434 352 112 56 169 61 384 161 111 136 74 48 42 90
is_linear=0
shrinkage=0.00196078


Tree=6917
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 43 3 43 4 3 9 4 0 15 48 15 0 131 1 1 16 52 480 481 1213 15 1455 1428 1429 472 48
split_gain=0.287959 0.0858745 0.0535638 0.0579574 0.0451732 0.053521 0.0522744 0.0396271 0.0370028 0.0323048 0.0383673 0.0426991 0.0487286 0.033488 0.0309977 0.0305247 0.0343462 0.0333441 0.0332837 0.031248 0.03507 0.0307775 0.0343627 0.0363967 0.041235 0.0302956 0.0297109 0.0478471 0.0401719 0.0307976
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 -0.078139999999999973 0.11924500000000002 -0.11720999999999999 0.053180000000000012 -0.13309499999999996 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.016865000000000002 -0.064294999999999977 -0.086074999999999985 0.077555000000000027 0.089875000000000024 0.078340000000000007 -0.072359999999999994 -0.0055649999999999996 -0.087719999999999979 -0.073474999999999985 -0.082414999999999974 0.090325000000000003 0.086925000000000016 1.0000000180025095e-35 -0.0091699999999999993 -1.0000000180025095e-35 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 8 -5 15 -6 10 13 -12 -13 14 -2 16 17 19 -18 20 -3 -17 23 -23 -25 -21 27 -24 -28 -29
right_child=9 7 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 21 18 -19 -20 25 -22 22 26 24 -26 -27 28 29 -30 -31
leaf_value=-0.00076809482567984132 0.006501218975271757 0.010537171101366934 -0.00088021461005237964 0.0058329162386028055 0.0021316106142155056 0.0024301114401382891 0.0019077397452583384 0.0042228476311669564 0.0058853585117248641 -0.0010951197757094633 0.0042348535781327103 0.0012198667915072293 -0.0039864049416501075 0.0016991072507449264 0.0029088896266894781 0.0013224863598588854 0.010940131367757344 0.0024210855580999386 0.0065981297664852306 0.0054715559145104356 0.0063648484211934302 0.0045577190816402441 0.00039857881016690629 0.0066887194749766163 0.012380725620314479 0.0013967176852747799 0.0043250714861122631 0.0052305607352361137 0.0093169306913439779 0.0028640280319136924
leaf_weight=23 41 22 22 47 29 68 122 286 278 32 28 64 25 86 58 20 26 28 55 208 239 33 22 35 20 20 28 1060 38 58
leaf_count=23 41 22 22 47 29 68 122 286 278 32 28 64 25 86 58 20 26 28 55 208 239 33 22 35 20 20 28 1060 38 58
internal_value=0 0.00503335 0.00396104 0.00414889 0.00435677 0.00496852 0.00299936 0.0053207 0.00553077 0.00192614 0.00224628 0.000828951 -0.000242569 0.00314264 0.00439662 0.00548492 0.0060772 0.00577722 0.00799186 0.0059694 0.00671654 0.00521537 0.00527554 0.00718323 0.00875854 0.00511411 0.00513634 0.00501691 0.00719917 0.00510779
internal_weight=0 2787 589 567 544 375 169 2198 307 334 302 117 89 185 99 1912 598 517 81 489 261 1314 1294 88 55 228 1206 1140 66 1118
internal_count=3121 2787 589 567 544 375 169 2198 307 334 302 117 89 185 99 1912 598 517 81 489 261 1314 1294 88 55 228 1206 1140 66 1118
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=31
num_cat=0
split_feature=4 2 3 1375 2 149 49 2 14 15 11 96 48 3 47 1420 0 34 42 13 3 49 2 39 0 133 47 47 50 160
split_gain=0.237699 0.0836024 0.0643879 0.0491176 0.0492734 0.0411858 0.0386043 0.0360488 0.0328512 0.0296738 0.0277068 0.0275495 0.0289605 0.0275005 0.0265658 0.0279918 0.0262328 0.0387361 0.0253622 0.0388184 0.033559 0.0321832 0.0429249 0.0273744 0.0247835 0.0222674 0.0288393 0.0461228 0.0324626 0.0341272
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.27302499999999996 -0.0091949999999999983 0.07770500000000001 0.14321000000000003 0.25063000000000007 0.019675000000000002 -0.15914499999999995 0.10334500000000001 0.086715000000000014 0.12118000000000002 0.30112000000000005 0.11043500000000002 -0.086449999999999985 -0.070154999999999981 -0.085489999999999997 0.088670000000000013 0.10935500000000002 -0.0025099999999999996 -0.045154999999999994 0.13754500000000003 0.085425000000000015 0.13134000000000004 0.10891500000000001 0.10561500000000001 0.11596500000000001 0.12170000000000002 -0.086829999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 16 7 8 11 13 -1 14 12 18 25 15 -11 -5 -18 19 21 23 -2 -23 -20 -17 26 28 -28 29 -6
right_child=5 -3 3 4 6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 24 17 -19 20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0076165408577071507 0.00053355189073564751 -0.0004613139574895754 -0.00069128535687923431 0.0044740356242982671 0.0063536261213416965 0.0054626121305773271 0.0013694289772750133 -0.002443028313361786 0.0076609072498589129 0.008695773096114863 0.0011618144123349339 -0.00174402941594876 -0.0011684542794962629 0.0018911141312694076 0.0029020995648352255 0.0048810103138480186 0.0037057131389155989 -0.0019390663041943504 0.00016693536982410992 -0.0009027669731701528 -0.0014578409339966519 0.005397736701530988 0.0011396795664040838 0.0049947595087966572 0.0076072611955597114 0.0029186172271005403 0.010694737235317006 0.0044950878629848989 0.00069912972976453607 0.0041997042206528869
leaf_weight=40 28 33 23 21 92 28 44 22 30 20 20 21 26 45 64 1731 20 31 23 22 35 91 32 24 34 82 20 30 22 367
leaf_count=40 28 33 23 21 92 28 44 22 30 20 20 21 26 45 64 1731 20 31 23 22 35 91 32 24 34 82 20 30 22 367
internal_value=0 0.0045419 0.00460225 0.0038652 0.00399555 0.00178305 0.00424107 0.00146506 0.00442472 0.00492154 0.00486386 0.00174976 0.00201086 0.00427717 0.00490391 0.00497568 0.00149942 0.000274573 0.00233503 0.00302163 0.000886455 0.0035934 0.00428995 0.00263221 0.00493353 0.00445233 0.00468918 0.00697495 0.00445157 0.00463143
internal_weight=0 2769 2736 827 804 352 732 324 688 1909 1869 302 281 658 1849 1785 72 51 255 173 82 151 123 47 1765 613 531 50 481 459
internal_count=3121 2769 2736 827 804 352 732 324 688 1909 1869 302 281 658 1849 1785 72 51 255 173 82 151 123 47 1765 613 531 50 481 459
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=31
num_cat=0
split_feature=1 2 11 11 10 43 0 4 52 52 16 2 9 13 4 0 3 14 133 2 14 1 1 15 1446 12 49 4 43 3
split_gain=0.193783 0.0575986 0.0383696 0.0385604 0.037394 0.0398042 0.0301415 0.0466649 0.029756 0.0295555 0.0315082 0.0294293 0.0286033 0.0281055 0.0268228 0.0348766 0.0435572 0.028797 0.0233037 0.0227528 0.0254725 0.0293899 0.0309034 0.0205231 0.0202659 0.0208076 0.0251386 0.0286573 0.0272499 0.0249131
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 -1.0000000180025095e-35 -0.085154999999999995 -0.13843999999999998 0.42642000000000008 -0.020999999999999994 -0.090859999999999982 -0.0092699999999999987 0.15609500000000001 0.099965000000000012 -0.14179999999999995 0.50500500000000004 -0.10324499999999999 0.048265000000000009 -0.41076499999999994 0.087495000000000003 0.116525 -0.073114999999999986 0.13021500000000003 0.13756000000000004 -0.083359999999999976 0.092110000000000011 0.095565000000000011 0.12333000000000001 0.09173000000000002 -0.0030899999999999994 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 9 -5 -3 23 13 14 -8 19 -16 17 -17 -19 -2 -21 -22 -23 -11 25 29 27 28 -27 -15
right_child=12 6 3 8 -6 -7 11 -9 -10 10 -12 -13 -14 24 15 16 -18 18 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018091402389109135 0.0040368899619138308 0.0048319024479259618 0.0095210866796281018 0.007467399049783126 0.0043407139336262444 0.0035525258977173106 0.00086826789658516661 0.0063586432324803394 0.0020778255670198371 0.00065410174285863987 -0.0027081023930804805 9.6307415515184405e-05 -0.0013114151364788996 0.0032796576871381455 0.0037258223447549556 0.003841300737922606 -0.0040682527277132738 -0.0028169144558804959 0.001840294057702912 0.0043070524360920336 -0.0020945888126031303 0.0043481556070037192 -5.5297402072670489e-05 0.0035651570385299342 0.0014672734100243143 0.0059044294062422942 0.00048267604433931415 0.0014617561685064664 0.0033329495673833955 0.0056715934829627904
leaf_weight=20 68 23 28 20 1962 45 30 23 21 74 20 22 32 63 28 23 23 22 21 29 24 30 34 36 29 74 24 39 93 141
leaf_count=20 68 23 28 20 1962 45 30 23 21 74 20 22 32 63 28 23 23 22 21 29 24 30 34 36 29 74 24 39 93 141
internal_value=0 0.00408045 0.00434148 0.00666047 0.00426254 0.00190278 0.00328869 0.00215892 0.00470689 0.00152759 0.000942978 0.00367479 0.0015315 0.00383448 0.00183273 0.000647668 -0.00032074 0.000985212 -0.000542464 0.0025822 0.00173674 0.000889709 0.00200882 0.00160681 0.00402667 0.00419769 0.00354559 0.00390243 0.00447241 0.00493291
internal_weight=0 2787 2096 69 2027 65 691 176 41 153 130 515 334 493 302 117 89 66 43 185 117 88 64 110 463 434 230 206 167 204
internal_count=3121 2787 2096 69 2027 65 691 176 41 153 130 515 334 493 302 117 89 66 43 185 117 88 64 110 463 434 230 206 167 204
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 4 1 0 11 47 47 0 3 1 2 0 50 1 1429 0 4 3 160 150 15 3
split_gain=15.4329 2.09293 1.66433 1.05219 1.05023 0.789555 0.650785 0.416214 0.397218 0.321648 0.308305 0.275456 0.266489 0.248466 0.237835 0.275127 0.237498 0.2194 0.21732 0.274559 0.192976 0.177064 0.174898 0.171465 0.201283 0.259904 0.157997 0.321662 0.120987 0.119652
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.092550000000000007 0.40945500000000007 -0.17966999999999997 0.053180000000000012 0.12656000000000003 -0.23091999999999999 1.0000000180025095e-35 0.081320000000000017 0.090100000000000013 -0.062294999999999996 -0.065819999999999976 0.10124500000000002 0.088930000000000023 -0.11437499999999999 0.041865000000000006 0.086105000000000015 -0.047929999999999993 0.11070500000000001 -0.064054999999999987 0.013900000000000001 -0.011159999999999998 0.084335000000000007 0.013270000000000002 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 22 7 12 14 -5 16 -9 -1 18 17 28 -16 29 26 -4 -20 -7 -14 -2 24 -13 -26 -10 -28 -3 -8
right_child=1 5 6 8 -6 20 9 10 13 -11 -12 23 21 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00095872573891157581 0.00086585151937718042 0.00035104436331846094 0.0008202020107284687 0.00076690679775394258 0.00040352916540321366 0.00013208262714575612 0.00085621352576779083 0.00041084535789955316 0.00040717976071926598 0.00064997774675196293 0.00022676118919577441 0.00085743591656871874 0.00097158174223081642 0.00067744025266637997 0.00066431143945201178 0.00038290123576414567 0.00067302958439491647 0.00041386419031444964 0.00056377245558827537 0.00077784316520658047 0.00033738796360225422 0.00078463404901137871 0.00066733328544086635 0.00058354774481570555 0.00076364284556878375 0.00053200050750199488 0.0007940682761199639 0.00050902306903681202 0.00049265327190952388 0.00076502550795894424
leaf_weight=23 21 73 954 31 74 75 63 61 20 125 82 50 64 35 34 22 103 71 25 293 23 28 91 26 73 25 23 45 34 454
leaf_count=23 21 73 954 31 74 75 63 61 20 125 82 50 64 35 34 22 103 71 25 293 23 28 91 26 73 25 23 45 34 454
internal_value=0 0.000412679 0.000764829 0.000652424 0.000584792 0.000333438 0.00078732 0.000382493 0.000560809 0.000740714 0.000305287 0.000757059 0.000812776 0.000527876 0.000450226 0.000553757 0.000759008 0.000494953 0.000805405 0.000761014 0.000180267 0.000914685 0.000704555 0.000730402 0.000756201 0.00070455 0.000560377 0.000605435 0.000396042 0.000776137
internal_weight=0 590 2531 422 186 404 2109 306 225 745 143 197 1364 194 163 56 620 159 1272 318 98 92 112 174 148 98 88 68 107 517
internal_count=3121 590 2531 422 186 404 2109 306 225 745 143 197 1364 194 163 56 620 159 1272 318 98 92 112 174 148 98 88 68 107 517
is_linear=0
shrinkage=0.00196078


Tree=6921
num_leaves=31
num_cat=0
split_feature=4 2 3 1375 2 149 3 133 50 2 4 16 160 3 42 1213 156 16 3 2 16 0 12 0 2 96 0 1 0 47
split_gain=0.20893 0.0699157 0.0559087 0.0431258 0.041566 0.0334088 0.0327629 0.0308225 0.0326592 0.0303778 0.0294863 0.0303531 0.0282142 0.0387958 0.0598602 0.0304762 0.0311307 0.0320431 0.0503962 0.0310887 0.0463259 0.0273153 0.0278194 0.0263227 0.0491812 0.0249199 0.0285199 0.0305926 0.0241328 0.0237775
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.27302499999999996 -0.0091949999999999983 0.07770500000000001 0.20828500000000003 0.11667000000000001 -0.099524999999999988 0.25063000000000007 -0.068329999999999988 0.054560000000000004 -0.54200499999999985 -0.069009999999999974 0.092620000000000022 -0.077519999999999992 0.098195000000000018 -0.061854999999999993 0.099930000000000005 0.089125000000000024 -0.011989999999999999 -0.14920999999999998 0.086095000000000019 -0.055064999999999996 0.10060500000000001 0.086715000000000014 0.034820000000000011 0.11910500000000002 -0.14001499999999997 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 -4 -5 9 7 8 -6 25 11 -10 -12 14 -14 -15 17 -17 19 20 -19 22 -1 24 -9 26 27 -2 -23 -30
right_child=5 -3 3 4 6 -7 -8 23 10 -11 12 -13 13 15 -16 16 -18 18 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0088100607484398828 0.0027474723402296239 -0.00029551968627581092 -0.00062128748825710759 0.0014777680910709832 0.0073996392570136642 0.0050073462799316206 0.0017569307886636427 0.0037801431531584565 0.0078255913373673474 -0.0021805984920568087 0.00726404088540142 0.0045312932152724401 -0.0029926586763135026 0.0077573272222209548 0.0036599756727044132 0.004616925362127506 0.0075541557478053236 0.0026144311037989195 -0.0019818948138327825 0.0022079493135506809 0.0090160393249243496 0.0013477627795351588 0.0043265613373368976 0.0048568821207691844 -0.0025893443570980295 -0.0016545721806497092 0.0051404470168054106 0.00055872373842832338 0.004678625188033695 0.0027862603755910761
leaf_weight=31 122 33 23 72 35 28 60 27 41 22 23 88 21 21 38 151 21 26 21 91 20 23 25 26 22 21 25 134 1761 69
leaf_count=31 122 33 23 72 35 28 60 27 41 22 23 88 21 21 38 151 21 26 21 91 20 23 25 26 22 21 25 134 1761 69
internal_value=0 0.00427986 0.00433504 0.00364824 0.00377038 0.00169335 0.00399588 0.00419579 0.00443583 0.00140695 0.00425126 0.00557832 0.0038559 0.00366471 0.00129209 0.00406352 0.00382846 0.00357526 0.00257974 0.00327897 0.00539774 0.00463257 0.0068085 0.00228503 0.000920373 0.0016683 0.00191663 0.0016018 0.00456682 0.00460727
internal_weight=0 2769 2736 827 804 352 732 672 597 324 562 129 433 410 59 351 330 309 158 137 46 1909 56 75 49 302 281 256 1853 1830
internal_count=3121 2769 2736 827 804 352 732 672 597 324 562 129 433 410 59 351 330 309 158 137 46 1909 56 75 49 302 281 256 1853 1830
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 0 4 14 0 2 2 4 457 15 43 2 4 15 2 4 2 1 0 15 16 16
split_gain=10.6367 1.2716 1.11181 0.825533 0.724175 0.455674 0.391747 0.339433 0.330645 0.257827 0.25682 0.231212 0.219377 0.220532 0.193747 0.212745 0.151891 0.138843 0.119215 0.135636 0.117602 0.211005 0.125482 0.114878 0.109002 0.131087 0.10801 0.105261 0.104039 0.102869
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.12958500000000003 0.092550000000000007 0.40124500000000002 -0.17966999999999997 -0.23194499999999998 0.033845000000000007 0.076175000000000007 -0.067094999999999988 0.10444500000000002 0.14753000000000002 0.27834500000000006 0.045365000000000009 0.13592500000000005 -0.04890499999999999 0.11177500000000001 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.036839999999999991 0.088930000000000023 0.081315000000000012 -0.081894999999999982 -0.41942499999999994 -0.037154999999999994 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 14 11 23 -6 -1 17 24 13 16 15 -3 -10 -8 26 -20 22 -22 -11 -5 -4 -26 -2 -16 -7 -29
right_child=1 5 6 7 8 28 10 -9 12 20 -12 -13 -14 -15 27 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00082948925023410404 0.00019475906319724821 0.00037141837096758975 0.00067859512933403907 0.00071818163823726764 0.00065465014024975181 0.00033559902267548823 0.00064003202003765655 0.00037271639784298044 0.00058719944180524012 0.00071583546158684867 0.00054169317092196082 0.00080775954684069319 0.00029092777434092364 0.00036971245190548061 0.00022832437991347236 0.00021070798857747775 0.00043539183721563133 0.00047774649495615454 0.00052772988092134347 0.00035434327663302369 0.00061467413947186109 0.00041288111295304875 0.00053307991109642324 0.00056867019958431247 0.00065045614323953123 0.00052065904386700153 0.00034632039700750435 0.00019254316541041924 0.00052014575685229152 1.5929093962197428e-05
leaf_weight=22 29 44 964 29 31 24 582 29 58 52 142 47 33 58 32 113 45 21 22 82 76 27 20 62 320 33 48 21 23 32
leaf_count=22 29 44 964 29 31 24 582 29 58 52 142 47 33 58 32 113 45 21 22 82 76 27 20 62 320 33 48 21 23 32
internal_value=0 0.000342137 0.00063449 0.000431333 0.000542619 0.000249238 0.000652873 0.000557447 0.000466615 0.000629426 0.000616714 0.000672623 0.000436568 0.000466419 0.000214925 0.000255748 0.000520876 0.00063438 0.000347722 0.000391021 0.000604275 0.000561777 0.00066507 0.000616317 0.000667801 0.000638322 0.000289239 0.000139524 0.000425909 8.59083e-05
internal_weight=0 590 2531 301 422 289 2109 120 225 197 745 1364 194 161 242 157 103 603 181 104 175 103 72 91 1317 353 77 85 47 53
internal_count=3121 590 2531 301 422 289 2109 120 225 197 745 1364 194 161 242 157 103 603 181 104 175 103 72 91 1317 353 77 85 47 53
is_linear=0
shrinkage=0.00196078


Tree=6923
num_leaves=31
num_cat=0
split_feature=4 2 15 3 15 0 15 43 13 2 4 4 0 16 4 130 15 13 48 1 12 130 160 3 483 484 3 43 12 52
split_gain=0.20798 0.0668353 0.0401256 0.048635 0.0412978 0.0541819 0.0693866 0.0460771 0.039965 0.0387781 0.035706 0.0792085 0.0509194 0.0530287 0.0500738 0.0377915 0.0325542 0.0402414 0.0310724 0.0305553 0.0303209 0.0283601 0.0285677 0.0282934 0.0268273 0.027428 0.0268125 0.0266675 0.0262185 0.0305738
threshold=0.27287000000000006 0.13622000000000004 0.040760000000000005 -0.15447499999999995 -0.14601999999999996 -0.10474999999999998 -0.015039999999999998 -0.50775499999999985 0.073000000000000023 0.086100000000000024 -0.46376499999999993 -0.04890499999999999 -0.071339999999999987 0.033715000000000009 -0.17966999999999997 0.10269000000000002 -0.03241999999999999 -0.0057949999999999989 0.094275000000000012 0.095950000000000021 0.088365000000000013 0.09567500000000001 -0.046074999999999991 -0.022174999999999997 0.11494000000000001 0.079595000000000013 -0.082974999999999979 -0.11008499999999999 0.098810000000000023 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 27 6 9 -7 -4 -6 28 14 15 -14 -12 -13 18 -18 -3 -2 23 22 -15 -11 25 -5 -27 -1 29 -9
right_child=19 16 3 24 5 7 -8 10 -10 20 11 12 13 21 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0090889412953401912 0.0055466768518090256 0.006825359598733486 0.011168594806539742 0.0047349793441876188 0.0060682972986251119 -0.00042331220936917121 -0.0014854386707560884 0.0056332132261909112 0.0049921557120978831 -0.00062799217449801582 0.0041728315525688233 0.0049211554739595383 0.00033002277285876605 0.0010887693311087789 -0.00062442745508054615 0.00061172765590960078 0.0024929024857666456 -0.0029560104699419797 0.0020363696584744114 0.0015220029603369768 0.0059547192457577456 0.00065909081181003291 0.0052124298674364883 0.0027993489716512461 0.0017040563531086914 0.0096423210090269221 0.0046359372744336725 0.005160384118148148 0.0028457812087323807 0.0098163621810575322
leaf_weight=20 20 20 22 1010 40 21 36 104 20 31 36 657 55 20 55 21 33 23 42 332 23 22 105 108 28 23 20 127 26 21
leaf_count=20 20 20 22 1010 40 21 36 104 20 31 36 657 55 20 55 21 33 23 42 332 23 22 105 108 28 23 20 127 26 21
internal_value=0 0.0043313 0.00443495 0.00488877 0.00410143 0.00393181 0.00255915 0.00421763 0.00822743 0.00327996 0.0043045 0.00408203 0.00437247 0.00297887 0.00127339 0.00478768 0.00200265 0.000254956 0.00358121 0.00175068 0.00259148 0.00396994 0.00455264 0.00203498 0.00475905 0.00484029 0.00731377 0.00569488 0.00573502 0.00633598
internal_weight=0 2769 2651 1123 1528 1381 238 1143 42 202 1122 971 880 202 91 678 118 56 62 352 162 147 125 139 1081 1053 43 147 151 125
internal_count=3121 2769 2651 1123 1528 1381 238 1143 42 202 1122 971 880 202 91 678 118 56 62 352 162 147 125 139 1081 1053 43 147 151 125
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=31
num_cat=0
split_feature=1 12 15 132 151 1 15 475 52 16 3 132 15 2 15 39 1 52 9 130 4 14 34 4 0 41 15 41 0 150
split_gain=0.172912 0.0503632 0.039283 0.0418553 0.038994 0.0294329 0.0501473 0.0355032 0.0347283 0.0289773 0.0271336 0.0416792 0.0284767 0.0361628 0.0259695 0.037609 0.046119 0.0259538 0.0249748 0.0234894 0.0323589 0.0251301 0.0237227 0.0225416 0.0238408 0.0264386 0.0241516 0.0241037 0.0320793 0.0251432
threshold=0.12000500000000001 0.051320000000000005 0.035560000000000008 0.092880000000000004 0.015440000000000001 0.095950000000000021 -0.14712999999999996 -0.068264999999999978 0.10473500000000001 0.042200000000000008 0.30112000000000005 0.10613500000000002 -0.40580499999999992 0.14838000000000004 -0.090644999999999989 0.088090000000000016 0.084785000000000013 -0.067494999999999986 0.081890000000000004 -0.0060099999999999989 -0.031404999999999995 -0.46166999999999997 -0.038779999999999995 0.40124500000000002 -0.14920999999999998 0.079395000000000007 0.13592500000000005 0.077565000000000009 -0.14116499999999996 -0.091259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 14 -4 19 12 -12 -14 -9 16 -16 -6 23 -2 -21 -22 -23 24 25 -3 27 28 -26 -30
right_child=10 18 9 -5 17 -7 7 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0083930328042697514 -0.00051359480186816185 0.0078419946001044346 0.0074762297878888523 -0.0014822014776820487 0.0027388032536361032 0.0024580482249907196 0.000444599132864706 0.0029740495235544809 0.00021339814644306899 0.0030123589426064149 0.0014658507998101414 0.0034687110187055976 -0.00014351155380912435 -0.0059010521403979515 0.01110674984753132 0.0029869859664221152 0.0052004097542988183 -0.0019706229986622931 0.0069772128217543174 0.0055358845014466329 0.005275880144909025 -0.001616395802591883 0.0019913096107842835 0.0014375828068295959 0.00025903785024725253 0.0034774879601014701 0.0017104262867834162 0.0012914970214478673 0.0077158186538144949 0.0041522564400827133
leaf_weight=24 31 35 33 22 22 227 31 57 20 26 25 26 24 20 20 33 39 25 30 29 20 21 138 32 21 23 43 30 20 1974
leaf_count=24 31 35 33 22 22 227 31 57 20 26 25 26 24 20 20 33 39 25 30 29 20 21 138 32 21 23 43 30 20 1974
internal_value=0 0.0038939 0.00306376 0.00278631 0.00297488 0.00326054 0.00407378 0.00355546 0.0041261 0.0055091 0.00148611 5.64993e-05 -0.00122926 -0.00276058 0.00465129 0.00569045 0.00720256 0.000233789 0.00411158 0.00205436 0.00243709 0.00193505 0.00151482 0.00407211 0.0041114 0.00611124 0.00405584 0.00410516 0.00414705 0.004188
internal_weight=0 2787 579 520 498 451 224 200 169 59 334 95 69 44 149 92 59 47 2208 239 208 179 159 2178 2146 58 2088 2045 2015 1994
internal_count=3121 2787 579 520 498 451 224 200 169 59 334 95 69 44 149 92 59 47 2208 239 208 179 159 2178 2146 58 2088 2045 2015 1994
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=31
num_cat=0
split_feature=4 2 3 1375 2 48 147 0 4 149 10 484 484 15 11 1444 4 1 12 1 132 0 151 13 15 47 43 3 48 43
split_gain=0.141657 0.0498284 0.0353493 0.0320204 0.0330488 0.0299481 0.0379187 0.0339457 0.0313619 0.0286028 0.0251881 0.0239953 0.0301173 0.021802 0.0228155 0.0228584 0.0585092 0.0219798 0.0678185 0.0645349 0.0458043 0.0399599 0.0316822 0.0354069 0.0325858 0.0346695 0.0270062 0.027722 0.0247363 0.0235349
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 -0.27302499999999996 -0.0091949999999999983 -0.089099999999999999 1.0000000180025095e-35 -0.23051499999999997 0.015030000000000002 0.07770500000000001 -0.079859999999999987 0.096415000000000015 0.093765000000000015 -0.15914499999999995 0.10334500000000001 -0.083894999999999983 -0.51253999999999988 0.078340000000000007 0.083815000000000014 0.084525000000000003 0.079970000000000013 -0.13027499999999997 -0.083694999999999978 -0.096404999999999991 0.090750000000000011 0.091680000000000011 -0.079734999999999986 -0.083654999999999993 0.087555000000000008 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -5 -6 7 8 -7 10 -2 12 -12 -1 15 -15 -17 21 20 -20 -19 -18 -21 -24 25 26 27 -25 -23 -26
right_child=9 -3 3 4 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 17 18 19 22 -22 28 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.0061060165385424629 -0.0012654630550875878 -0.00034977736160561276 -0.00066567432621250991 0.001074251006907111 0.0064137185209741203 0.0032087664519037519 -0.00099788206501952607 0.0031308788923329238 0.0085538442676846415 0.0044494168645802089 0.0014129944465585745 -0.0015817050414625557 0.0054513493238482627 0.00057872676195322794 0.0003871242415334564 0.0082012768617520729 0.0075868944564232753 -0.0041260387096554042 -0.0020355920924339447 0.00055233361560787112 0.0026418520323932171 0.0040412311758957174 0.0077844219596084688 0.0044322155825229307 0.00070705755221983884 0.0024276681865628164 0.0041988972440918189 0.0084448398349599701 0.002523146537494525 0.0035967592889117814
leaf_weight=40 39 33 23 72 30 21 21 637 23 28 241 24 20 22 20 30 30 20 20 29 20 1095 23 33 51 78 180 36 119 63
leaf_count=40 39 33 23 72 30 21 21 637 23 28 241 24 20 22 20 30 30 20 20 29 20 1095 23 33 51 78 180 36 119 63
internal_value=0 0.00351281 0.00355939 0.00301328 0.00311853 0.0033196 0.00318737 0.00331644 0.00600278 0.00138304 0.00111804 0.0014442 0.00172245 0.00379598 0.00374654 0.00378288 0.00382146 0.00374834 0.00322379 0.00353302 -0.000742093 0.00398152 0.00375893 0.00395934 0.00375985 0.00426739 0.00484369 0.00652576 0.00389242 0.002304
internal_weight=0 2769 2736 827 804 732 702 681 44 352 324 285 261 1909 1869 1849 1827 1797 553 513 40 1244 493 464 441 327 249 69 1214 114
internal_count=3121 2769 2736 827 804 732 702 681 44 352 324 285 261 1909 1869 1849 1827 1797 553 513 40 1244 493 464 441 327 249 69 1214 114
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=31
num_cat=0
split_feature=1 2 11 11 10 2 10 131 2 52 14 1 13 106 16 52 3 394 3 16 51 147 16 13 52 12 1 2 40 2
split_gain=0.11631 0.0358882 0.0261626 0.0334585 0.0247907 0.0310118 0.0285456 0.0254976 0.0489856 0.0271076 0.042264 0.0359991 0.0257072 0.0238267 0.0236336 0.0427477 0.0373801 0.0359165 0.0254118 0.0301923 0.0275782 0.0263481 0.0249218 0.0378897 0.0322397 0.022632 0.0228251 0.0219426 0.0246691 0.0230697
threshold=0.12000500000000001 0.098630000000000009 0.080455000000000013 0.085155000000000022 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.090030000000000013 0.31358000000000003 -0.065544999999999978 -0.10708499999999999 0.13021500000000003 -0.059629999999999996 0.085655000000000009 0.51222500000000004 0.039215000000000007 -0.087909999999999988 -1.0000000180025095e-35 -0.074479999999999977 0.27252000000000004 -0.21717499999999998 0.095485000000000014 -0.080509999999999984 -0.08971999999999998 0.11639500000000001 0.09364500000000002 0.10205500000000002 -0.090999999999999984 -0.078554999999999986 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 6 -2 8 9 -7 -11 -12 -13 27 15 17 -17 -3 20 21 -19 -20 23 -18 -24 26 -22 -1 29 -29
right_child=4 14 3 -5 -6 7 -8 -9 -10 10 11 12 -14 -15 -16 16 22 18 19 -21 25 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00090168877504765994 0.0006633481709286571 -0.0024474055459722879 0.0080354374126289738 0.0034560144463168215 -0.00100138482120302 -0.0016448147700078065 0.0043250139103171636 0.0034912870950453605 -0.0041904817992222633 0.0058644689526408909 -0.0024491014517843725 0.00023661504521059167 0.0041170391609005996 0.00046026601199189139 0.0037831780928017419 0.00042447446681120817 0.0016977139054991615 0.0060616246832069015 0.0013215686585729518 -0.0018099774540002859 0.0050894025778875527 0.0051383881818037481 0.00048556257559753517 0.0066438918944124641 0.0043516512883243043 0.00073791215123492299 0.001218659283593297 0.0082424478686880329 0.0033387531877373368 0.0036438384316473584
leaf_weight=36 33 20 27 39 45 31 60 30 21 20 25 38 31 29 129 34 21 24 189 28 39 20 34 59 59 50 25 20 1881 24
leaf_count=36 33 20 27 39 45 31 60 30 21 20 25 38 31 29 129 34 21 24 189 28 39 20 34 59 59 50 25 20 1881 24
internal_value=0 0.00315667 0.00337064 0.00532941 0.00118192 0.00152188 0.00302571 0.00080832 0.000323446 0.000977187 0.00169019 0.000802043 0.00197999 0.00330568 0.00255486 0.00229165 0.0034557 0.00168163 0.00190185 0.00127369 0.00298064 0.00168681 0.00405143 0.00534552 0.00293824 0.00233201 0.00357739 0.00334776 0.0033935 0.00573412
internal_weight=0 2787 2056 66 334 289 93 196 166 145 114 94 69 1990 731 602 207 395 375 237 138 209 173 80 93 114 64 1961 1925 44
internal_count=3121 2787 2056 66 334 289 93 196 166 145 114 94 69 1990 731 602 207 395 375 237 138 209 173 80 93 114 64 1961 1925 44
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 15 11 2 2 42 4 13 13 15 52 12 52 1 475 3 10 3 0 47 4 39 2 39 4
split_gain=7.5816 1.35865 0.814069 0.686941 0.485964 0.416851 0.304663 0.210563 0.209025 0.204573 0.19892 0.193218 0.167498 0.154696 0.133586 0.126223 0.102087 0.0989379 0.134708 0.0977478 0.111854 0.0854577 0.0785184 0.0939182 0.0776941 0.0772779 0.0755022 0.107093 0.0743976 0.0666847
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.040760000000000005 1.0000000180025095e-35 0.17025000000000004 0.11474000000000002 -0.0060199999999999993 0.27834500000000006 -0.0030199999999999997 -0.077799999999999994 -0.12563999999999997 -0.10925999999999998 0.08815000000000002 -0.049749999999999996 1.0000000180025095e-35 -0.083794999999999994 -0.12711499999999995 -0.38124499999999995 -0.13927999999999999 -0.057069999999999989 0.090100000000000013 0.042705000000000007 0.084780000000000008 -0.0050599999999999994 0.088550000000000004 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 16 12 -6 -5 13 29 22 -15 -16 -8 18 -17 -19 -21 -10 -1 25 -3 -24 -12 -28 -14 -4
right_child=1 2 8 10 9 -7 7 -9 21 -11 26 -13 28 14 15 17 -18 19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00069768658382635487 0.00057520890096995415 0.00029687523524901742 0.00026681070419204796 0.00056063911002693758 0.00051971198686587262 0.00038645512430496466 0.00061128827865001808 0.00070990377695799036 0.00016888040832255678 0.00031981029734577351 0.0002549682320663285 0.00036757246260373536 0.00035756216040827376 0.0006025515460208351 0.00055977842595209091 0.00052515509136605494 0.00057167020745528378 0.00064894484976927441 0.00037108549925809103 0.00039212901732097859 0.00052215399624097191 7.3524396501335446e-06 0.00058867412653474001 0.0004598730935640065 0.00040096983327256406 0.00052006263512906789 0.00028833788197069244 0.00047115012742474631 0.00022264665479102767 0.00017711885533909627
leaf_weight=20 76 199 47 22 81 48 434 58 34 26 23 22 55 89 200 40 590 20 48 29 207 20 429 27 32 74 22 28 22 99
leaf_count=20 76 199 47 22 81 48 434 58 34 26 23 22 55 89 200 40 590 20 48 29 207 20 429 27 32 74 22 28 22 99
internal_value=0 0.00032788 0.000297315 0.000560643 0.000361896 0.000567293 0.000571088 0.000594971 0.000218513 0.000471138 0.0003972 0.000549643 0.000245018 0.000553029 0.000532129 0.000520608 0.000588461 0.000497834 0.000441117 0.00051733 0.000506176 0.000109055 0.000577084 0.000572533 0.000311295 0.00057858 0.000347944 0.000390713 0.000319015 0.000205992
internal_weight=0 691 615 2430 338 2335 2287 1082 277 107 95 1205 223 1183 633 544 1024 344 88 256 236 54 550 530 231 503 73 50 77 146
internal_count=3121 691 615 2430 338 2335 2287 1082 277 107 95 1205 223 1183 633 544 1024 344 88 256 236 54 550 530 231 503 73 50 77 146
is_linear=0
shrinkage=0.00196078


Tree=6928
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 1 4 150 52 4 15 49 0 15 15 4 3 43 40 1 1 4 1
split_gain=13.2361 2.29279 1.2419 0.843029 0.637219 0.634333 0.50311 0.492414 0.382101 0.361216 0.249917 0.246828 0.43194 0.303528 0.230092 0.20392 0.198342 0.172225 0.151402 0.139384 0.13095 0.18694 0.129758 0.145896 0.181642 0.123591 0.120922 0.100399 0.0980178 0.0960179
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 1.0000000180025095e-35 -0.53964499999999982 -0.04890499999999999 -0.098289999999999975 -0.054984999999999992 -0.083554999999999977 -0.040804999999999994 0.079055000000000014 -0.55119499999999988 -0.12711499999999995 -0.15582499999999996 -0.077474999999999988 0.15799000000000005 0.097525000000000014 0.061775000000000004 0.13265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 25 11 28 -4 14 12 20 19 27 -2 -10 -14 -17 -13 -1 -22 -21 24 -24 -3 -7 -6 -8 -18
right_child=1 5 9 -5 10 26 8 -9 16 -11 -12 13 17 -15 -16 18 29 -19 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080557804741371167 0.00075579761126177091 0.00030066364926189295 0.00064383351169913284 0.00039167522229289028 0.00065407507329595346 0.00021784432433681408 0.00063899319431564292 0.00087439238056115159 0.0005206416949958486 0.00039305557452497031 0.00050645834169794912 0.00074909411145483934 0.00066495006588584808 0.00061734113618642052 0.00047815727628302179 0.00044374238416190797 0.00034866785752589929 0.00045326108198150313 0.0006303361857097038 0.00085742119683837245 0.00051513895063715824 0.00077181570475397547 0.00072784370067072851 0.00071418144806355234 0.0004667444267665861 0.0001599253312794163 7.3593601349247577e-05 0.00073959495342683552 0.00047005243519301053 0.0002091868316655922
leaf_weight=45 41 47 34 84 301 80 23 79 24 63 48 753 22 98 26 21 138 45 82 23 20 24 20 762 21 49 31 64 31 22
leaf_count=45 41 47 34 84 301 80 23 79 24 63 48 753 22 98 26 21 138 45 82 23 20 24 20 762 21 49 31 64 31 22
internal_value=0 0.000387895 0.000698382 0.000547783 0.000707352 0.000305974 0.000348652 0.00072282 0.000396984 0.000480957 0.000639984 0.000716288 0.000641686 0.000723228 0.000656375 0.000638846 0.000354422 0.000522771 0.000592293 0.000729799 0.000731206 0.000655144 0.00071221 0.000708051 0.00059411 0.000228828 0.000177558 0.00066907 0.000542009 0.000329489
internal_weight=0 673 2448 228 2351 445 334 1912 238 97 439 1833 156 1677 391 144 184 67 103 1579 89 44 826 803 41 96 111 365 54 160
internal_count=3121 673 2448 228 2351 445 334 1912 238 97 439 1833 156 1677 391 144 184 67 103 1579 89 44 826 803 41 96 111 365 54 160
is_linear=0
shrinkage=0.00196078


Tree=6929
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 4 3 52 0 0 484 43 48 1447 133 43 0 403 15 13 4 133 3 132 50 16 3 3 13 1
split_gain=0.160906 0.0489158 0.0445737 0.0394675 0.0342988 0.0351689 0.0407094 0.0753543 0.0420858 0.0336725 0.0450234 0.0639428 0.0386325 0.0416492 0.0314607 0.0375642 0.105412 0.0327961 0.0573873 0.0482947 0.0539686 0.0502983 0.0285686 0.0285567 0.0541154 0.0688644 0.0567464 0.0755688 0.0536805 0.0408114
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 -0.072334999999999997 0.092670000000000016 -1.0000000180025095e-35 -0.036484999999999997 -0.085669999999999982 0.085595000000000018 -0.008069999999999999 0.093265000000000015 -0.082824999999999982 0.11269500000000002 -0.0095349999999999983 -0.086554999999999979 -0.019354999999999994 0.084735000000000019 -0.089109999999999981 -0.082349999999999993 -0.14643999999999999 0.63141500000000017 -0.083284999999999984 0.098785000000000026 -0.072804999999999981 -0.080734999999999987 -0.081924999999999984 -0.01163 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 8 -8 -7 14 12 -12 13 -11 15 16 -4 18 -17 21 -21 -19 -2 28 26 -26 27 29 -15 -25
right_child=22 -3 4 -5 -6 6 7 -9 -10 10 11 -13 -14 23 -16 17 -18 19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0022410799579864198 0.0017726305936655508 0.0013023602818138897 0.0053452796431313924 0.0034648279521476339 0.0069295427853878783 0.003794974740422587 0.0035776199756709991 -0.0036179468649524178 0.00061888154880360288 0.0073890101253276776 -0.0024762890567071737 0.0046759286560118197 0.00040891220649847624 0.010154972815441645 0.0019562089099333839 0.0062130233026109639 0.013464953116185608 0.0062993609459226722 -0.00032483772374689582 0.0055127720152469062 0.011930449504870922 0.00037789938147537983 -0.0021190012025181205 0.0032885859185486596 -0.0037183014256879686 0.0036374968469941194 0.0058631966305348459 -0.0023555330000817778 0.003696141551218687 0.0054719761896880395
leaf_weight=22 332 75 67 27 38 1402 43 22 43 42 25 25 26 22 26 25 21 32 29 38 20 26 20 287 20 35 158 20 31 122
leaf_count=22 332 75 67 27 38 1402 43 22 43 42 25 25 26 22 26 25 21 32 29 38 20 26 20 287 20 35 158 20 31 122
internal_value=0 0.00382138 0.00389151 0.000902992 0.00394687 0.00390339 0.00359034 0.0011422 0.00370046 0.00433431 0.00400686 0.00109982 0.00419736 0.00433101 0.0052717 0.00560582 0.00728293 0.00473767 0.00270195 0.00568534 0.00772576 0.00364491 0.00155152 0.00414621 0.00396203 0.000962661 0.00424307 0.00364637 0.00637717 0.00393987
internal_weight=0 2769 2694 49 2645 2607 1510 65 1445 1097 813 50 763 737 284 258 88 170 54 116 58 58 352 695 642 55 587 429 53 409
internal_count=3121 2769 2694 49 2645 2607 1510 65 1445 1097 813 50 763 737 284 258 88 170 54 116 58 58 352 695 642 55 587 429 53 409
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 1 2 47 2 4 52 49 47 3 3 1 2 0 160 1 2 4 16 4 43 15
split_gain=19.8877 3.32731 1.97218 1.71926 1.19367 1.17152 0.73479 0.658908 0.534089 0.500082 0.496447 0.485343 0.342959 0.292423 0.211071 0.193055 0.18043 0.199177 0.221804 0.17383 0.217848 0.171999 0.170526 0.164994 0.143484 0.132608 0.143726 0.109302 0.104903 0.101341
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.40473500000000007 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.14838000000000004 0.42051500000000003 -0.56176499999999996 -0.053364999999999996 1.0000000180025095e-35 0.0068900000000000012 0.11658 0.088975000000000012 0.097845000000000015 0.18019500000000002 -0.072884999999999991 0.090540000000000023 0.10882500000000002 0.033845000000000007 -0.12029499999999999 -0.036839999999999991 0.05259500000000001 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 16 6 7 10 -6 -5 23 12 13 -4 -12 -11 17 -3 -19 21 -21 25 -15 -1 -18 28 -27 -2 -16 -8
right_child=1 2 11 9 8 -7 29 -9 -10 15 14 -13 -14 22 19 -17 24 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00091006421367127764 0.00091880692570817232 0.00037544185515538104 0.00045252821561357474 0.00079477689676889078 0.00080221512833157096 0.00057015364557455952 0.0011200946522196681 0.00053517697196380767 0.00050226031297367381 0.00059631398461131762 0.00097297847379683574 0.00052435811923418995 0.00018208591189149796 0.00041915383007304341 0.00087751282266881425 0.00037423170245399313 0.0006893456403846939 0.00066316790050930448 0.00043959345231522906 0.00058120208564520085 0.00081962110863981609 0.0006610846694777993 0.00022986054019880347 0.00085338044030537738 0.00046517180131219537 0.00085666069754831542 0.00075095599658303147 0.00075251938415174719 0.00081275006491901959 0.00098290778558343932
leaf_weight=1092 55 104 55 34 74 48 47 22 33 34 43 37 84 24 396 27 21 24 59 23 41 20 77 241 23 96 102 21 127 37
leaf_count=1092 55 104 55 34 74 48 47 22 33 34 43 37 84 24 396 27 21 24 59 23 41 20 77 241 23 96 102 21 127 37
internal_value=0 0.000485808 0.000437978 0.000862795 0.000538496 0.000873315 0.000879678 0.000872815 0.000709706 0.000604225 0.000876221 0.000315323 0.000283097 0.000337487 0.000839131 0.000498015 0.000459191 0.00043261 0.000504241 0.000831981 0.000733939 0.000840449 0.000274841 0.000899816 0.000572164 0.000845425 0.000802207 0.000872859 0.000861786 0.00105967
internal_weight=0 691 615 2430 338 2335 2287 2203 107 95 2181 277 240 156 848 61 231 187 83 805 64 741 101 1333 44 721 198 76 523 84
internal_count=3121 691 615 2430 338 2335 2287 2203 107 95 2181 277 240 156 848 61 231 187 83 805 64 741 101 1333 44 721 198 76 523 84
is_linear=0
shrinkage=0.00196078


Tree=6931
num_leaves=31
num_cat=0
split_feature=1 12 151 132 3 15 48 43 3 4 0 483 131 2 12 457 16 13 0 1446 3 1419 402 12 133 0 131 403 16 2
split_gain=0.18718 0.0590027 0.0412838 0.0357771 0.0316571 0.0394038 0.0376433 0.0333199 0.0412611 0.0259418 0.0249718 0.0268494 0.0354717 0.0340602 0.0271627 0.0248807 0.02444 0.0255806 0.0240108 0.0272298 0.0269226 0.0287973 0.0265438 0.0434295 0.0259901 0.0526851 0.030329 0.0262949 0.0288378 0.0272001
threshold=0.12000500000000001 0.078300000000000008 0.10365500000000001 0.092395000000000019 0.11658 -0.0058549999999999991 0.091840000000000019 -0.074359999999999996 -0.0025099999999999996 0.053180000000000012 0.024095000000000002 0.098395000000000024 0.089305000000000009 0.17760500000000004 0.11472500000000001 0.089030000000000012 -0.45661999999999997 -0.086804999999999979 -0.086074999999999985 0.11483500000000001 -0.045649999999999989 0.082370000000000013 -0.0044849999999999985 0.086700000000000013 0.11269500000000002 -0.086409999999999987 0.077555000000000027 -0.019354999999999994 -0.072359999999999994 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 18 11 12 13 14 -2 -9 -11 -18 22 20 21 -20 23 -3 25 26 27 -24 29 -29
right_child=10 9 -4 -5 5 -7 -8 15 -10 16 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0033180051341681577 0.0010928836639019816 0.0093436796902952833 -0.0011275155758041712 -0.00031123342365026478 0.0056949964807634914 -0.0018924087631272746 0.00050962461724079079 0.0048280393590772845 -0.0015252029598923401 0.0048076939763553169 -0.0007339544023852796 0.0054663420049473645 0.0038198047139060992 -0.0021830450830748306 0.004697674205817748 0.0019545865697128809 0.0006104894164841759 0.0034231569116183382 0.0042487169711811091 0.00058574653492541988 0.00075261944993620835 0.0063493613939921284 0.0027327651971389946 0.0037876925547607244 0.001255935945082456 0.0093169862556701094 0.0067115167329589338 0.0068143884073682175 0.0039137691191719207 0.0042003178160966324
leaf_weight=146 162 34 21 25 28 22 28 265 20 92 40 20 60 28 24 34 41 153 1204 20 21 69 78 24 20 26 65 96 187 68
leaf_count=146 162 34 21 25 28 22 28 265 20 92 40 20 60 28 24 34 41 153 1204 20 21 69 78 24 20 26 65 96 187 68
internal_value=0 0.00411541 0.00322657 0.00338755 0.00355784 0.00169354 0.00310231 0.00387056 0.00273449 0.00435359 0.00161025 0.00192919 0.001671 0.00106853 0.00155802 0.00450129 0.00346532 0.00282873 0.00448646 0.0042474 0.00430399 0.00436258 0.00501176 0.00704465 0.00479341 0.00492947 0.00469855 0.00439355 0.00476261 0.00573051
internal_weight=0 2787 589 568 543 78 56 465 166 2198 334 294 274 214 186 299 286 194 1912 1314 1294 1273 598 58 540 520 494 429 351 164
internal_count=3121 2787 589 568 543 78 56 465 166 2198 334 294 274 214 186 299 286 194 1912 1314 1294 1273 598 58 540 520 494 429 351 164
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=31
num_cat=0
split_feature=4 2 130 13 39 40 16 0 13 474 3 1 3 14 52 16 40 0 34 15 1424 4 0 0 42 159 0 3 49 484
split_gain=0.155289 0.0445405 0.0400838 0.0312752 0.0301879 0.040574 0.0276784 0.0404548 0.0323767 0.0302242 0.0298524 0.0265018 0.0231854 0.0247611 0.0468867 0.0387783 0.046947 0.0335248 0.0320329 0.0252836 0.0226448 0.0237133 0.0346329 0.0333734 0.0426546 0.0702173 0.0394872 0.0309904 0.0362132 0.0300548
threshold=0.27287000000000006 0.10774000000000002 -0.0091299999999999975 -0.23438999999999996 -1.0000000180025095e-35 -0.08440499999999998 -0.067914999999999989 -0.076899999999999982 -0.043669999999999994 0.037915000000000011 -0.24163499999999996 0.095950000000000021 0.63141500000000017 -0.10708499999999999 -0.065544999999999978 -0.44310499999999992 -0.045684999999999996 -0.055064999999999996 -0.079379999999999992 -0.46743999999999997 1.0000000180025095e-35 -0.082249999999999976 -0.038659999999999993 -0.086934999999999985 0.086135000000000003 -0.021064999999999997 -0.086284999999999987 0.092670000000000016 -0.061079999999999988 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 8 -8 -5 10 -9 -2 13 14 19 18 -17 -16 -15 -13 21 23 27 -7 26 -26 -25 29 -29 -23
right_child=11 2 3 6 5 20 7 9 -10 -11 -12 12 -14 15 17 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0069879203644250673 0.0050194346765056255 -0.0014730480144776051 0.0010920162769329643 0.0032165105221793056 0.0012350420339097238 0.0058675170622766023 -9.3386039803497117e-05 -0.00054382199384483769 0.0070777538787716856 0.0062421536315014244 0.0033763326052646432 0.0030872767082958793 -0.0020294431090587752 0.0054171683524327817 0.0027707414248854751 -0.0052654878958128398 0.00084036457598866791 0.0081725037191063173 0.0011497914486513665 -0.0016639974837744376 0.0069691649250065288 0.0036780138594436512 0.00036850843046728012 0.0087886178123881119 -0.0025932490214472638 0.0038382056586701296 0.0042318694760589155 0.0046365187462652103 -0.00082134368093383892 0.005168943867708246
leaf_weight=31 20 21 71 49 58 125 39 22 39 32 166 21 20 20 27 20 34 20 146 24 24 1371 31 20 24 58 387 20 31 150
leaf_count=31 20 21 71 49 58 125 39 22 39 32 166 21 20 20 27 20 34 20 146 24 24 1371 31 20 24 58 387 20 31 150
internal_value=0 0.00371408 0.0027901 0.00300428 0.00388817 0.00384637 0.00339555 0.00287496 0.00492774 0.00340116 0.00291759 0.00148418 0.00127122 0.0014828 0.0028604 0.000906707 -0.00142106 0.00506936 0.00166393 0.000553264 0.00391396 0.00388088 0.00367847 0.00440932 0.00403657 0.00195583 0.00445579 0.00374375 0.00131899 0.00382505
internal_weight=0 2769 439 418 2330 2299 347 259 88 220 188 352 332 312 92 220 54 47 166 45 2241 2217 1603 614 489 82 407 1572 51 1521
internal_count=3121 2769 439 418 2330 2299 347 259 88 220 188 352 332 312 92 220 54 47 166 45 2241 2217 1603 614 489 82 407 1572 51 1521
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 2 2 14 1 2 4 1 3 50 52 457 43 124 1 1 0 4 4 1 16 39 52 4
split_gain=15.7331 2.57551 1.25749 1.25271 0.865652 0.793901 0.685576 0.578784 0.510043 0.478086 0.383679 0.33635 0.237488 0.233151 0.177154 0.17581 0.151176 0.152601 0.191111 0.149326 0.147528 0.143084 0.185374 0.154297 0.13597 0.12748 0.137584 0.124841 0.115983 0.113757
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.15289999999999995 0.122715 -0.017889999999999996 0.041865000000000006 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 -0.082135 0.13075500000000004 0.085345000000000018 -0.10607499999999999 0.0067750000000000006 0.061775000000000004 0.11353000000000001 -0.018494999999999998 0.089790000000000023 -0.16675999999999999 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 7 6 9 19 24 11 -5 21 -10 29 -14 -6 -13 27 -19 -3 -4 -1 -23 -24 -9 26 -16 -18 -11 -2
right_child=1 4 20 10 15 -7 -8 8 12 28 -12 16 14 -15 25 -17 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082045145397815773 0.00082643012439503395 0.00035265700635956786 0.00046659060673228178 0.00072382400424628927 0.00015582137082938659 0.00053375542774078215 0.00045887084671728358 0.00073247160587875835 0.00060323550566738723 0.00080572057259725586 0.00046536601034050747 0.00086672214251457989 0.00022126824699275291 0.00055938092733533748 0.00053613222583180577 0.00034007515145822531 0.0007607563545873235 0.0007561103760027418 0.00050238004740393687 0.00019768933294378924 0.00028469380656305965 0.00063838354272138429 0.00080016057689380655 0.00066421164267537315 0.00053349435211622889 0.00035007826847325213 0.000343920212610892 0.00060745907597849007 0.00097647219177105123 0.00070202851063975015
leaf_weight=881 50 45 60 34 85 48 24 23 20 20 63 45 24 29 41 26 745 25 21 51 24 34 387 35 31 77 22 21 65 65
leaf_count=881 50 45 60 34 85 48 24 23 20 20 63 45 24 29 41 26 745 25 21 51 24 34 387 35 31 77 22 21 65 65
internal_value=0 0.000435819 0.000605278 0.000774328 0.000348994 0.000783337 0.000788539 0.00039885 0.000450689 0.000792011 0.00055596 0.000786421 0.000401515 0.000716496 0.000376915 0.00019898 0.000756097 0.000749967 0.000640277 0.00027033 0.00041462 0.000805858 0.000777664 0.000788885 0.000618244 0.000403598 0.000469011 0.000756554 0.000936295 0.000756116
internal_weight=0 673 228 2448 445 2351 2303 334 238 2279 97 2194 184 144 164 111 857 812 46 96 84 1337 456 422 54 140 63 766 85 115
internal_count=3121 673 228 2448 445 2351 2303 334 238 2279 97 2194 184 144 164 111 857 812 46 96 84 1337 456 422 54 140 63 766 85 115
is_linear=0
shrinkage=0.00196078


Tree=6934
num_leaves=31
num_cat=0
split_feature=1 2 3 12 1 4 4 12 14 2 457 12 4 1 12 14 13 47 2 0 49 4 160 4 47 47 16 1 4 160
split_gain=20.2597 2.76803 2.32701 2.21436 1.09751 1.03291 0.934018 0.703616 0.638382 0.613713 0.577968 0.573012 0.538048 0.517252 0.310414 0.309054 0.284261 0.277894 0.26096 0.229577 0.227009 0.219822 0.218076 0.210788 0.20127 0.176298 0.164868 0.170489 0.148501 0.140396
threshold=0.10752500000000002 0.14285500000000004 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.36766000000000004 -1.0000000180025095e-35 0.076175000000000007 0.13404500000000005 0.094310000000000019 0.051320000000000005 0.41379000000000005 0.12165500000000001 0.090285000000000018 0.062655000000000016 -1.0000000180025095e-35 0.077555000000000013 0.17025000000000004 -0.13027499999999997 -0.012034999999999999 -0.068329999999999988 -0.079009999999999983 0.024790000000000003 0.094160000000000008 0.10350500000000001 -0.0007049999999999999 1.0000000180025095e-35 0.053180000000000012 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 9 20 8 -6 11 15 28 -1 16 -14 19 17 24 26 -3 -13 -5 22 -16 -18 -2 -22 27 -4 -9 -15
right_child=1 18 4 5 7 -7 -8 10 -10 -11 -12 14 13 29 21 -17 23 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063538184648074538 0.00040733947565431416 0.00030152765538463773 0.00081295083888594801 0.00063421189401517892 0.00051005744620800529 0.00046786784206725562 0.00051713270147398015 0.00088266676547480566 0.0010973857183621837 0.00059405684580697722 0.00046086736442129902 0.00074005036961798576 0.00050036729996924805 0.00038638657622428894 0.00070769589467375884 0.0010820531377605364 0.00074987856707736558 0.0010071776935136785 0.00012580565869529001 0.00093015406252338153 0.00096309824536244077 0.00084226643094073767 0.00091774865358379258 0.00051692239437982736 0.00061999681586675246 0.00079201642098486317 0.00087680185527009246 0.00066462451550220543 0.00069503916041625423 0.00021015177165652885
leaf_weight=31 77 66 109 20 90 43 24 55 65 40 21 25 56 24 20 21 28 32 64 1059 40 399 381 32 22 55 95 41 23 63
leaf_count=31 77 66 109 20 90 43 24 55 65 40 21 25 56 24 20 21 28 32 64 1059 40 399 381 32 22 55 95 41 23 63
internal_value=0 0.000467655 0.000871135 0.000539052 0.000755196 0.000727135 0.000901623 0.000635534 0.000906284 0.000822108 0.000749604 0.000899797 0.000440651 0.00035338 0.000904148 0.000852719 0.00051914 0.000835333 0.000215018 0.00092577 0.000824079 0.000874851 0.000907272 0.000625635 0.000454597 0.000864051 0.000812887 0.000772408 0.000827341 0.000258768
internal_weight=0 590 2531 460 527 158 2004 189 1980 338 99 1915 302 143 1884 298 159 277 130 1084 115 800 401 60 99 95 245 150 78 87
internal_count=3121 590 2531 460 527 158 2004 189 1980 338 99 1915 302 143 1884 298 159 277 130 1084 115 800 401 60 99 95 245 150 78 87
is_linear=0
shrinkage=0.00196078


Tree=6935
num_leaves=31
num_cat=0
split_feature=4 2 12 15 457 14 1 0 43 40 15 13 13 15 1 131 13 2 4 0 0 151 130 402 0 3 12 160 4 3
split_gain=0.229806 0.0660187 0.0470789 0.0471754 0.0358915 0.0392197 0.0300044 0.0364416 0.0336651 0.0284138 0.0274791 0.0311674 0.0301263 0.0246595 0.0355319 0.0229064 0.0266046 0.0306546 0.0220147 0.0416343 0.0843716 0.0527296 0.0335934 0.0329542 0.0291911 0.0283659 0.0411403 0.0217511 0.0288053 0.0274582
threshold=0.27287000000000006 0.13622000000000004 -0.010834999999999999 -0.14601999999999996 0.26807500000000006 0.019675000000000002 0.13075500000000004 0.024095000000000002 0.084740000000000024 -0.0036699999999999992 -0.03241999999999999 -0.0057949999999999989 -0.06532499999999998 0.094035000000000007 0.081315000000000012 0.096070000000000016 -0.016469999999999995 0.13754500000000003 0.033845000000000007 -0.11173999999999999 -0.14226499999999997 -1.0000000180025095e-35 0.09567500000000001 -1.0000000180025095e-35 -0.097734999999999989 -0.090569999999999984 0.090455000000000021 -0.55323499999999981 -0.51843499999999987 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 18 8 15 -2 -5 12 -12 -3 14 -7 16 -8 -18 19 20 21 -4 23 -20 -21 26 -25 -26 29 -29
right_child=6 10 4 9 -6 13 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 22 24 -22 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=0.0075361330547214795 0.00229282866962748 0.0015670406541997387 0.0021699630946386606 0.0034138940917874147 0.0015392855129903182 0.0062387317472270554 -0.00042008426021008442 -0.0025486653527388211 0.0066163110127672557 0.00034251770923367225 0.0026849116110525123 -0.0021104753017425538 0.0059757023268649659 0.0048459952434391851 0.011367359939454633 0.004495181651277976 0.0055717851916727221 0.00023031346499919892 0.0010237873161073638 0.007835761686107395 -0.0010854768539395403 0.0078670356726048118 0.0004463476041564718 0.01034953659400344 0.0022330489055353351 0.0042402268627039792 0.0039354651402391033 0.01006406702270562 0.0049778853908008279 0.0051730617570380369
leaf_weight=24 181 31 32 162 32 35 60 26 20 37 33 23 31 35 22 22 21 22 27 37 34 33 24 20 28 213 20 22 1790 24
leaf_count=24 181 31 32 162 32 35 60 26 20 37 33 23 31 35 22 22 21 22 27 37 34 33 24 20 28 213 20 22 1790 24
internal_value=0 0.00463546 0.00473847 0.00334794 0.00486619 0.00491062 0.0019228 0.000857603 0.00272303 0.00284283 0.00232107 0.000715378 0.00377137 0.0069353 0.0082182 0.00156611 0.000940479 0.00283894 0.00482977 0.00495029 0.00295096 0.00506232 0.00403692 0.00434468 0.00505441 0.00469908 0.0071425 0.0049992 0.00504138 0.00751224
internal_weight=0 2769 2651 223 2428 2396 352 151 201 199 118 56 62 92 57 125 103 43 2304 2000 99 65 304 280 1901 253 40 1864 1836 46
internal_count=3121 2769 2651 223 2428 2396 352 151 201 199 118 56 62 92 57 125 103 43 2304 2000 99 65 304 280 1901 253 40 1864 1836 46
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 47 4 4 0 1 0 4 4 2 4 2 0 0 4 12 16 4 15 49 4 12 14 159 43
split_gain=11.9905 1.94987 1.41535 1.04518 0.540007 0.486003 0.47077 0.436683 0.34497 0.337752 0.332927 0.227759 0.207684 0.178793 0.147411 0.24196 0.110393 0.104558 0.101629 0.110544 0.145889 0.0996996 0.0994565 0.0892928 0.0784965 0.0759741 0.0734233 0.0647601 0.0746478 0.0588202
threshold=0.104035 0.13075500000000004 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.0061450000000000003 -0.11173999999999999 0.09253500000000002 -0.079119999999999982 0.27834500000000006 -0.39518999999999993 0.14838000000000004 0.27834500000000006 0.14122000000000004 -0.15599999999999997 0.18019500000000002 -0.49013999999999996 0.08401500000000002 -0.12029499999999999 -0.03898999999999999 -0.12255999999999999 -0.078034999999999979 -0.14098499999999997 0.08815000000000002 -0.23083499999999998 0.087225000000000011 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 8 14 22 9 17 -5 26 21 -2 15 -3 27 -1 19 -13 -21 -10 -4 -23 -12 -22 -11 -15 -29 -27
right_child=1 6 7 10 -6 -7 -8 -9 12 11 24 18 -14 16 -16 -17 -18 -19 -20 20 25 23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.00070709660904107446 0.00064784167886839479 0.00050206311054903419 0.00081079821982650102 0.00072776393227992446 0.00057627019537856276 0.00093279593075468203 0.00053500075866231786 0.00050170695802809629 0.00077802337614383003 0.0008255531111851476 0.0005548208593794396 0.00082710944471379435 0.00054064321061081638 0.00054616170290972335 0.00023292853405252906 0.00029440988927071743 0.00032874873894102433 0.00053830390637801362 0.00062885329200356615 0.00062089600555953527 0.00067744386546752036 0.0008165407481955907 0.00070304933675968467 0.00069334609616620863 0.00041412596889083681 0.00078968450986139564 0.00079366360567922987 0.0004756989963101135 0.00038547872209195792 0.00074059839890779772
leaf_weight=43 20 28 53 34 48 84 39 36 137 700 31 110 22 35 78 94 24 21 20 28 34 26 87 174 30 289 460 151 46 139
leaf_count=43 20 28 53 34 48 84 39 36 137 700 31 110 22 35 78 94 24 21 20 28 34 26 87 174 30 289 460 151 46 139
internal_value=0 0.000481172 0.000556912 0.000773893 0.000782095 0.000786415 0.000337932 0.000694313 0.000780834 0.00079166 0.000572286 0.000796692 0.000725225 0.000469294 0.000299504 0.000342068 0.000455345 0.000651712 0.000766354 0.000770937 0.000758327 0.000737274 0.00074384 0.000709361 0.000485627 0.000766656 0.000812907 0.000468441 0.000454632 0.000773743
internal_weight=0 691 452 2430 2335 2287 239 176 2203 1844 95 1780 359 276 200 122 256 64 620 600 490 337 140 200 61 462 1160 232 197 428
internal_count=3121 691 452 2430 2335 2287 239 176 2203 1844 95 1780 359 276 200 122 256 64 620 600 490 337 140 200 61 462 1160 232 197 428
is_linear=0
shrinkage=0.00196078


Tree=6937
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 3 3 14 1 2 1 150 0 2 2 52 12 4 157 1 2 16 0 4 3 51 4 2
split_gain=18.8058 2.94173 1.64142 1.48245 1.05784 0.95574 0.801432 0.613843 0.568281 0.525805 0.45897 0.409967 0.30734 0.305974 0.273497 0.209528 0.239668 0.202517 0.199626 0.21243 0.211338 0.177138 0.148737 0.131676 0.123122 0.118021 0.115142 0.124714 0.114731 0.102037
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.10045500000000002 -0.022174999999999997 0.30112000000000005 0.12745000000000004 0.062655000000000016 0.092845000000000025 0.13501500000000002 0.089625000000000024 1.0000000180025095e-35 -0.10836499999999999 0.13404500000000005 -1.0000000180025095e-35 0.048770000000000008 0.09141500000000001 -0.51843499999999987 -0.069619999999999987 0.097525000000000014 -0.0091949999999999983 0.19444000000000003 -0.064339999999999994 -0.036839999999999991 0.086245000000000016 -0.082744999999999985 -0.00059999999999999995 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 6 9 24 8 15 12 -5 13 18 21 -14 16 -4 -9 19 -1 -20 -7 -16 28 -3 -2 -21 -28 29 -22
right_child=1 2 7 10 -6 11 -8 17 -10 -11 -12 -13 14 -15 22 -17 -18 -19 20 26 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010938808295391034 0.00090986363911161239 0.00084830279550025377 0.00032632911741813754 0.00079108454369967995 0.00045100675432420466 0.00079988940810584125 0.0004536440193535111 0.00013171594620146255 0.00061231839107068196 0.0010422498209655773 0.00051341297177999619 0.00061315638979507329 0.00066569926405733195 0.00059965297237016138 0.00068572382647005012 0.0002573815686698458 0.00054958141116444922 0.00032487015157718868 0.00065869567385352067 0.0009034905575127358 0.00095160563468755577 0.00091348435117990948 0.00085703868167332832 0.00074226606828982334 0.00067998705541386323 0.00074258720855307732 0.00092362296639704228 0.00072089450496460206 0.00079751987766688666 0.00086492686412672614
leaf_weight=22 50 55 51 37 207 301 39 60 37 79 60 48 37 26 21 65 29 32 21 1090 79 64 270 32 24 24 20 28 59 154
leaf_count=22 50 55 51 37 207 301 39 60 37 79 60 48 37 26 21 65 29 32 21 1090 79 64 270 32 24 24 20 28 59 154
internal_value=0 0.000486786 0.000441222 0.000856878 0.000535467 0.000866679 0.000683631 0.000329434 0.000395419 0.000885623 0.000619329 0.000784174 0.000878873 0.000805168 0.000824486 0.000340072 0.000407258 0.0001989 0.000890726 0.000903041 0.000849317 0.000819807 0.000844676 0.000861672 0.000797169 0.000855612 0.000899352 0.000805365 0.000874758 0.000894316
internal_weight=0 673 599 2448 325 2351 118 274 182 1912 97 439 1833 391 328 145 80 92 1505 1160 345 365 291 324 79 74 1138 48 292 233
internal_count=3121 673 599 2448 325 2351 118 274 182 1912 97 439 1833 391 328 145 80 92 1505 1160 345 365 291 324 79 74 1138 48 292 233
is_linear=0
shrinkage=0.00196078


Tree=6938
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 3 1 0 12 4 1 0 2 4 15 12 4 475 1 13 1 47 3 3
split_gain=20.849 3.37146 2.06811 1.69704 1.1712 0.969985 0.626627 0.537151 0.513488 0.48564 0.473987 0.414357 0.269478 0.452103 0.226307 0.208611 0.438679 0.238951 0.205582 0.321546 0.193602 0.16782 0.166273 0.154532 0.140909 0.138766 0.134236 0.126942 0.165424 0.246692
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.11474000000000002 0.062655000000000016 0.30112000000000005 0.085345000000000018 -0.098289999999999975 -0.42850999999999995 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.14753000000000002 0.49041500000000005 -0.097454999999999986 0.092550000000000007 -0.036839999999999991 -0.088274999999999978 0.075045000000000014 0.049530000000000012 0.14262000000000002 0.10648500000000001 0.0068900000000000012 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 27 10 11 15 -5 -6 12 18 23 20 -13 17 21 24 19 -4 -14 -17 -2 -1 -7 -15 -16 28 -3 -30
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 14 13 25 26 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00079274913454367441 0.00094024523056764661 0.00040709051846376637 0.00052855689480316409 0.00080354765223395461 0.00079318223829074339 0.00086667079835961241 0.00055773408750835142 0.00063504136815740195 0.0005079222628638964 0.00048518304349250564 0.0010878320201373718 0.00031199689820603606 0.00083581102196297614 0.00091046654326346435 0.00018409120455936657 0.00088771127727853142 0.0006114447751454121 0.00066870698595748225 0.00022353671226358298 0.00031035515901972659 0.00061970099961468925 0.00079651476463971711 0.00073514929116050515 0.0009356859114863699 0.00095009359359796857 0.00079015821275501262 -9.8982815793563238e-06 0.00060842398550910821 0.00067954446170844288 0.00045253446796973326
leaf_weight=30 55 119 40 37 81 301 37 48 58 26 62 30 30 365 32 140 37 20 40 74 34 174 21 948 105 41 24 23 26 63
leaf_count=30 55 119 40 37 81 301 37 48 58 26 62 30 30 365 32 140 37 20 40 74 34 174 21 948 105 41 24 23 26 63
internal_value=0 0.000493964 0.000445817 0.000879955 0.000548751 0.000890407 0.000320215 0.00083634 0.000623061 0.000718341 0.000919947 0.000283597 0.000912758 0.000874172 0.000174573 0.000848775 0.000813381 0.000877939 0.000344481 0.000386917 0.000721003 0.000837176 0.000883574 0.000931301 0.000888246 0.000898317 0.000100953 0.000470196 0.000454912 0.000518852
internal_weight=0 691 615 2430 338 2335 277 825 95 107 1510 240 1448 470 86 777 351 426 154 114 64 314 76 978 406 406 56 231 208 89
internal_count=3121 691 615 2430 338 2335 277 825 95 107 1510 240 1448 470 86 777 351 426 154 114 64 314 76 978 406 406 56 231 208 89
is_linear=0
shrinkage=0.00196078


Tree=6939
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 49 0 1 40 0 52 48 1 1 16 16 42 159 1 52 1 4 133 1
split_gain=10.644 1.7793 0.909952 0.775463 0.633965 0.447813 0.437445 0.431216 0.388418 0.289781 0.281521 0.189673 0.189204 0.158358 0.146965 0.141938 0.138268 0.137928 0.132438 0.111082 0.105149 0.211442 0.131455 0.10512 0.146187 0.0994328 0.0943056 0.0885843 0.0853136 0.0827436
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.089885000000000007 1.0000000180025095e-35 -0.062539999999999984 0.13501500000000002 0.09253500000000002 -0.054984999999999992 -0.23091999999999999 0.085345000000000018 -0.077474999999999988 -0.14454499999999995 -0.56176499999999996 -0.076334999999999986 0.13534000000000004 0.15799000000000005 0.013515000000000001 0.083160000000000026 0.086555000000000007 0.082585000000000006 0.089770000000000016 0.11434500000000002 0.13075500000000004 -0.111605 -1.0000000180025095e-35 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 5 14 13 -7 -9 12 -4 -2 -8 15 -3 -1 -14 -15 25 -6 -17 -22 -23 24 -18 -10 28 -26 -5 -25
right_child=1 4 10 26 19 7 9 8 18 -11 -12 -13 16 17 -16 20 23 -19 -20 -21 21 22 -24 29 27 -27 -28 -29 -30 -31
leaf_value=0.00077266467744438211 0.00042820412747781065 0.00029568795506230684 0.0005962355794962989 0.0002972623111710032 0.00019913310565835014 0.0005957905753375658 0.00045606231032048955 0.00055000404088011579 0.00031524797158583609 0.00046780161994046778 0.00037357547562611289 0.00061827429629355017 0.00073747573937665259 0.00048619262199330618 0.00014303546379685174 0.00068611750726986422 0.00062188610411648203 0.00064879887376449339 0.00018356476599971452 5.717919763162318e-05 0.00044277277188140804 0.00072942866832549126 0.00053770911423306836 0.00065339749642446925 0.00059785989466278511 0.00045370283597748396 0.00024980493757289411 0.00043588112444551248 0.0004499697466856154 0.00079040870362637086
leaf_weight=67 24 48 34 22 67 30 25 31 150 48 61 127 43 21 49 781 636 446 26 31 21 44 20 111 25 23 24 27 39 20
leaf_count=67 24 48 34 22 67 30 25 31 150 48 61 127 43 21 49 781 636 446 26 31 21 44 20 111 25 23 24 27 39 20
internal_value=0 0.000365581 0.000641377 0.000503736 0.000293923 0.000332271 0.00064903 0.000374688 0.000345849 0.00061619 0.000453264 0.000588064 0.00062422 0.000670963 0.000218575 0.000685717 0.000629097 0.000641487 0.000314045 0.000154229 0.00067899 0.000613497 0.000669516 0.000623407 0.000613713 0.000333655 0.000353928 0.000513756 0.000394895 0.000674315
internal_weight=0 691 2430 236 455 357 2335 260 230 935 95 151 887 1400 97 933 862 467 199 98 866 85 64 819 688 173 85 52 61 131
internal_count=3121 691 2430 236 455 357 2335 260 230 935 95 151 887 1400 97 933 862 467 199 98 866 85 64 819 688 173 85 52 61 131
is_linear=0
shrinkage=0.00196078


Tree=6940
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 2 2 1 0 4 150 12 4 2 3 0 4 4 47 160 2 1 4 3 4
split_gain=25.4666 3.91936 2.49778 2.22162 1.53181 1.32957 0.828991 0.736219 0.672312 0.529438 0.487308 0.459662 0.409608 0.386346 0.335002 0.301544 0.29355 0.262801 0.19828 0.164965 0.154328 0.166616 0.14962 0.14863 0.140095 0.131599 0.119753 0.118754 0.115387 0.110683
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.10672500000000001 0.14285500000000004 0.14122000000000004 0.089625000000000024 -0.10607499999999999 0.27834500000000006 1.0000000180025095e-35 0.088245000000000004 -0.51253999999999988 -0.0091949999999999983 0.086245000000000016 0.14486500000000005 0.018150000000000003 -0.031404999999999995 0.090100000000000013 -0.067824999999999983 0.095545000000000005 0.14699000000000004 0.23246000000000003 0.0041950000000000008 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 23 6 12 -5 10 27 14 15 16 -14 -4 20 17 -1 -15 -19 21 -7 -21 28 -16 -18 -12 -6 -3 -2
right_child=1 2 8 7 9 11 -8 -9 -10 -11 26 -13 13 18 24 -17 25 19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011811895522416806 0.00095525027124905115 0.00037699494885003377 0.00046842341297697096 0.0008383490970184233 0.00087598428507548536 0.00089133757497101402 0.0011276301437585282 0.00048032741371334674 0.00052377818532092627 0.00050950012054123907 0.00019791331168028477 0.00061362679695442415 0.00067913153354882028 0.00069644922792327175 0.00038943579507783651 0.00063160885346562378 0.00091619116739785373 0.00096016616154339415 0.00089883627165583159 0.00095911746710733653 0.00068695026312069881 0.0008039270689924892 0.0007324885816642028 0.00056309638197953797 0.00021555037649159293 0.00083968541563838315 6.1180152009715288e-05 0.00070932674875446395 0.00047470297122428738 0.00078981966161362042
leaf_weight=20 48 109 39 34 48 209 79 63 37 30 53 41 40 20 23 27 512 824 268 21 22 140 24 32 79 104 46 25 81 23
leaf_count=20 48 109 39 34 48 209 79 63 37 30 53 41 40 20 23 27 512 824 268 21 22 140 24 32 79 104 46 25 81 23
internal_value=0 0.000465948 0.00041456 0.000896623 0.000531163 0.000908621 0.000930965 0.00060582 0.000277753 0.00072879 0.000239824 0.000811308 0.000922489 0.000859702 0.000313858 0.000831673 0.000936172 0.000958967 0.000884782 0.000953853 0.000846232 0.000856273 0.000838249 0.000439471 0.00025476 0.000903275 0.000134381 0.00081891 0.000418649 0.00090166
internal_weight=0 673 602 2448 325 2351 1912 97 277 103 240 439 1833 328 141 398 1505 889 288 869 371 349 45 222 102 616 99 73 190 71
internal_count=3121 673 602 2448 325 2351 1912 97 277 103 240 439 1833 328 141 398 1505 889 288 869 371 349 45 222 102 616 99 73 190 71
is_linear=0
shrinkage=0.00196078


Tree=6941
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 4 2 150 49 2 1 1429 1 1 50 1 40 2 1 47 0 49 2
split_gain=20.7071 3.7404 1.89277 1.57692 1.35014 1.07372 0.621758 0.590941 0.577919 0.578214 0.505993 0.467792 0.329419 0.289479 0.274942 0.261889 0.241754 0.255776 0.238002 0.224842 0.216445 0.211021 0.176081 0.175634 0.165911 0.131656 0.130638 0.126233 0.122749 0.172492
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.14122000000000004 -0.55119499999999988 -0.090999999999999984 1.0000000180025095e-35 -0.054984999999999992 0.092235000000000025 0.080270000000000022 0.084690000000000015 0.13436000000000001 0.13075500000000004 0.041865000000000006 0.076935000000000017 -0.077474999999999988 0.31358000000000003 0.086455000000000018 0.090280000000000013 -0.030209999999999997 0.036705000000000008 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 23 12 -8 -10 -4 14 -1 -14 22 -2 17 -15 28 -11 -5 24 27 -3 -6 -18 -17 -7 29 -19
right_child=1 4 10 20 21 11 8 -9 9 19 -12 -13 13 16 -16 26 25 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010914460868060756 0.00057086500276486694 0.00034395584305861024 0.00074660074795062433 0.00048755901025644704 0.00014896924577968338 0.00077291699385864448 0.00069967293344876341 0.0010238201052750104 0.00072552272721248515 0.00039952773698558291 0.00044979111016390296 0.00055002581109018882 0.00061557061177174922 0.0008757344335425715 0.00058795660639826964 0.00086626320765016847 0.0008061252944564747 0.00083211178956105105 0.00061167452557414192 0.00018857627386582512 0.00026723483594110099 0.00029649567926586304 0.00085791767466073345 0.00017618237658828295 -4.347563931243677e-05 0.00064103269511285956 0.00073729808544615433 0.00063712934965294218 0.00098035303108832419 0.00065792502814749818
leaf_weight=21 23 47 34 60 61 285 30 76 20 166 63 41 21 973 30 58 260 440 20 22 24 26 92 49 24 20 63 29 20 23
leaf_count=21 23 47 34 60 61 285 30 76 20 166 63 41 21 973 30 58 260 440 20 22 24 26 92 49 24 20 63 29 20 23
internal_value=0 0.000433897 0.000822247 0.000638115 0.000329264 0.000833321 0.000391526 0.000854462 0.000445256 0.000408561 0.000553827 0.000750265 0.000847304 0.000844419 0.000769095 0.000762659 0.000847155 0.000857176 0.000821276 0.000374842 0.000424609 0.000141915 0.000782479 0.000258321 9.46319e-05 0.000794333 0.000799116 0.000760376 0.000829956 0.000823459
internal_weight=0 673 2448 228 445 2351 334 1874 238 208 97 477 1798 1777 436 144 1756 1476 503 188 84 111 406 96 85 280 121 314 483 463
internal_count=3121 673 2448 228 445 2351 334 1874 238 208 97 477 1798 1777 436 144 1756 1476 503 188 84 111 406 96 85 280 121 314 483 463
is_linear=0
shrinkage=0.00196078


Tree=6942
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 1 4 457 1 1 50 11 1 3 43 1 2 1 12 4 133 4 4
split_gain=26.4307 4.44056 2.39069 1.9046 1.51857 1.24424 1.06307 1.0013 0.709145 0.697276 0.670946 0.533904 0.368443 0.340011 0.316908 0.288287 0.267991 0.26514 0.256319 0.255739 0.230353 0.217744 0.215432 0.202199 0.197627 0.191251 0.173836 0.169232 0.168331 0.16384
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.089885000000000007 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.122715 -0.15289999999999995 0.097135000000000013 0.087135000000000004 0.13075500000000004 0.041865000000000006 1.0000000180025095e-35 0.12000500000000001 -0.11171999999999999 -0.14792499999999997 0.12958500000000003 0.31358000000000003 0.13265500000000002 0.082480000000000012 0.0067750000000000006 -1.0000000180025095e-35 -0.07712999999999999 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 8 19 11 22 -4 15 29 -11 18 -1 27 23 20 -3 28 -20 -9 -6 -15 -17 -27 -5 -10 -2
right_child=1 4 10 16 17 -7 -8 9 14 13 -12 -13 -14 24 -16 25 -18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010274429939661912 0.0010206226110458375 0.00046013801824301481 0.00088611197289436064 0.00044810053752984274 0.00022133251323419459 0.00066579125107880802 0.00057423750480356951 0.00083815206912149606 0.00092399366302774188 0.00073112520078818003 0.00054432946401354013 0.0011991255869299678 0.00068892422154233444 0.0004878161632290239 0.00070759681132591618 0.00085372095716889631 0.00033980098861540527 0.00038761951276529606 0.00088240606649443991 0.00024179918542797596 0.00094945885197566908 0.0011134192927173237 0.00058168727466288727 8.8817419809916234e-06 0.00029179582861391074 0.00099398615821885716 0.00083293182467546114 0.00066419518999640047 0.00070294815018705659 0.00087132699045929971
leaf_weight=934 50 30 34 22 61 48 24 34 27 20 63 59 29 141 21 52 24 26 21 66 726 62 20 24 23 323 28 38 26 65
leaf_count=934 50 30 34 22 61 48 24 34 27 20 63 59 29 141 21 52 24 26 21 66 726 62 20 24 23 323 28 38 26 65
internal_value=0 0.000527045 0.000965795 0.000749557 0.000413039 0.000978242 0.000984754 0.000479071 0.000989077 0.000547255 0.00066413 0.00101659 0.000886432 0.00048976 0.000945587 0.00100853 0.000514915 0.000214347 0.000951385 0.00031003 0.000940349 0.00105497 0.000743165 0.000161346 0.000460326 0.000964698 0.000981139 0.00058496 0.000815556 0.000936238
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 97 1396 144 184 883 1337 84 111 862 96 779 83 54 85 164 403 351 60 53 115
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 97 1396 144 184 883 1337 84 111 862 96 779 83 54 85 164 403 351 60 53 115
is_linear=0
shrinkage=0.00196078


Tree=6943
num_leaves=31
num_cat=0
split_feature=1 3 1 123 46 4 2 2 133 0 13 48 13 15 12 42 2 156 49 157 16 1 0 475 52 49 1454 483 3 15
split_gain=0.769328 0.175657 0.0852155 0.0742863 0.0737001 0.0593813 0.0520473 0.0449216 0.0437118 0.0394526 0.0355537 0.0363511 0.0352899 0.034819 0.0336709 0.0319456 0.0313522 0.0300321 0.0386214 0.0349896 0.0290717 0.0288088 0.0428955 0.0428288 0.0552127 0.0503414 0.0417895 0.0531034 0.0411223 0.0482083
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 1.0000000180025095e-35 0.081930000000000017 0.09173000000000002 0.092120000000000021 0.13712500000000002 0.089200000000000015 1.0000000180025095e-35 -0.075974999999999987 -1.0000000180025095e-35 -0.059629999999999996 0.013270000000000002 0.087005000000000013 -0.0060199999999999993 0.15109000000000003 1.0000000180025095e-35 0.12595000000000003 0.11779500000000001 -0.40995499999999996 0.085110000000000005 -0.14116499999999996 -0.087429999999999994 0.40674500000000008 0.11560500000000001 0.083800000000000013 -0.097364999999999993 -0.092644999999999991 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 7 -2 21 8 13 20 14 -12 -10 -3 -8 -5 17 18 -13 -19 -4 22 -1 -24 25 26 27 -25 29 -23
right_child=1 2 9 15 -6 -7 10 -9 12 -11 11 16 -14 -15 -16 -17 -18 19 -20 -21 -22 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.011736995863498419 0.008648039651631665 0.0048753081389243729 2.2702486603520809e-07 0.0092054339845410796 0.010475150905549527 0.0055139087307714014 0.012062399833063994 0.001985630562486337 0.0046559183255091988 -0.0022651986141378681 0.0039948164955712863 0.0079866481468712901 -0.0010751853519607158 0.008567677473585153 0.0086925540527463263 0.0048135389539121255 0.0040204694599378851 0.011247749933628022 0.004139685185093965 0.006437211581284092 0.0040372747493992471 0.0033527704992241435 0.0056880577205447487 0.013957081561715441 0.0043351821512693451 0.004998138143370549 0.0055193844367749994 0.0096069064151664621 0.0088640599147354043 0.0093225133469483513
leaf_weight=77 130 214 30 22 20 113 35 71 22 24 25 384 21 29 194 67 20 54 28 21 44 31 32 29 21 24 24 867 424 24
leaf_count=77 130 214 30 22 20 113 35 71 22 24 25 384 21 29 194 67 20 54 28 21 44 31 32 29 21 24 24 867 424 24
internal_value=0 0.00500378 0.00388504 0.00873425 0.00456794 0.0071906 0.00884329 0.004237 0.00479591 0.00125798 0.00816579 0.00771734 0.00185701 0.00531596 0.0092076 0.00589918 0.00790089 0.00806025 0.0077252 0.0099008 0.00240063 0.00917528 0.00946291 0.00928728 0.00940663 0.00951945 0.0096374 0.0097477 0.00853035 0.00595775
internal_weight=0 718 475 2403 377 243 2314 357 286 98 761 532 43 243 229 89 507 487 412 75 74 1553 1074 997 965 944 920 896 479 55
internal_count=3121 718 475 2403 377 243 2314 357 286 98 761 532 43 243 229 89 507 487 412 75 74 1553 1074 997 965 944 920 896 479 55
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 1 2 4 2 150 0 49 1 4 3 12 4 1 3 52 1 4 3 47 475 52 160
split_gain=30.5415 4.76528 3.12453 2.62303 1.68347 1.56533 0.897785 0.894879 0.855754 0.837206 0.682236 0.661931 0.515804 0.46011 0.56492 0.426487 0.415455 0.404428 0.315077 0.297039 0.286189 0.193873 0.187537 0.186777 0.181774 0.169737 0.166626 0.146946 0.149151 0.143718
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.17025000000000004 0.062655000000000016 0.09253500000000002 0.10672500000000001 0.40945500000000007 0.13501500000000002 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0082450000000000006 0.30112000000000005 0.087765000000000024 -0.52556499999999995 0.089770000000000016 0.12745000000000004 -0.56176499999999996 0.11829500000000003 -0.036839999999999991 -0.080884999999999985 0.090100000000000013 -0.081364999999999979 0.039215000000000007 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 26 7 10 13 -5 23 17 12 22 14 15 -1 18 21 19 -15 -21 -4 -7 -6 -2 -12 -3 -24 -29 -27
right_child=1 2 6 8 9 11 -8 -9 -10 -11 25 -13 -14 16 -16 -17 -18 -19 -20 20 -22 -23 27 -25 -26 29 -28 28 -30 -31
leaf_value=0.0010309156444337632 0.0010934168807431764 0.00051171319419054419 0.00051351085828702436 0.00096301494086764952 0.0010103526484886893 0.001129956917435515 0.0001178955892777272 0.0012699152480049917 0.00057702099436582745 0.00055061583002867477 0.00047728266521338735 0.00071844536578282716 0.00069559290527533254 0.0013328958821007294 0.0011656293941738817 0.00078411390535442947 0.00094593976417817682 0.00030354413398128147 0.0010475504570045483 0.001103827457542161 0.0008943463320286206 0.00072693759125042588 0.0011041155486714606 0.00078797053618758341 0.00088581975817290785 0.00039730526336462669 0.00066260007728584022 0.00091430720352732081 0.0010008227408560368 0.00023869688433137581
leaf_weight=45 50 191 36 34 53 30 54 79 63 28 20 48 26 21 36 67 104 22 830 704 26 30 28 20 24 30 33 160 147 82
leaf_count=45 50 191 36 34 53 30 54 79 63 28 20 48 26 21 36 67 104 22 830 704 26 30 28 20 24 30 33 160 147 82
internal_value=0 0.000556665 0.000498673 0.0010283 0.000628703 0.00104134 0.000344441 0.00106558 0.000712318 0.000838865 0.000400047 0.000935751 0.000962428 0.00105678 0.000951956 0.000883275 0.00106598 0.000533778 0.00107388 0.00110298 0.00109637 0.000610523 0.000981436 0.000949426 0.00102609 0.000310894 0.000533942 0.000968135 0.000955733 0.000281181
internal_weight=0 673 599 2448 325 2351 274 1912 97 101 220 439 391 1833 148 112 1685 88 1581 751 730 66 365 73 74 132 224 335 307 112
internal_count=3121 673 599 2448 325 2351 274 1912 97 101 220 439 391 1833 148 112 1685 88 1581 751 730 66 365 73 74 132 224 335 307 112
is_linear=0
shrinkage=0.00196078


Tree=6945
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 159 2 150 0 1 4 2 4 0 150 4 3 3 3 0 4 4 12 15 49 47
split_gain=27.1559 4.66671 2.56297 2.13372 1.76834 1.26259 0.771483 0.717953 0.717905 0.662335 0.539275 0.465451 0.433727 0.537724 0.422535 0.403997 0.326452 0.30264 0.276585 0.254303 0.302387 0.242123 0.27276 0.201115 0.23399 0.182749 0.181951 0.169556 0.157507 0.148079
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 -1.0000000180025095e-35 0.14285500000000004 1.0000000180025095e-35 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 0.16394500000000004 0.40945500000000007 -0.079119999999999982 0.089910000000000018 -0.55119499999999988 -0.12711499999999995 0.30112000000000005 0.0068900000000000012 0.14486500000000005 0.053180000000000012 -0.036839999999999991 0.099815000000000015 -0.095869999999999983 -0.078034999999999979 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 29 6 12 -5 -6 -4 11 23 13 -1 17 16 21 -14 27 -19 -21 22 -11 24 26 -2 -7 -15 -9 -3
right_child=1 2 9 7 8 10 -8 28 -10 15 -12 -13 14 18 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001023290259999558 0.0010842672685782114 0.00049451825562426654 0.0006528769840302331 0.00094157905374775018 0.00093544445987466755 0.001043344747868157 0.0012201980351809977 0.00068763666406302119 0.00057367301406034449 0.00041838601160051875 0.00069378310390277506 0.00068672723647480267 0.0010556735428833308 0.00099811957162969259 0.00090656725853001808 0.00018536225260645198 0.00030861967149684261 0.001194871164293037 0.00061647937540203104 0.0008087508776942555 0.00099954308888427416 0.00030620397380740148 0.00072437873411050581 0.00077146629997115724 0.00088878690103473394 0.00087611423744485273 0.00093431574076998476 0.00075442850742798669 0.00049152924247227575 0.0006367597863990072
leaf_weight=89 50 191 26 34 71 143 79 31 30 24 39 27 1156 23 98 61 121 23 23 35 365 21 21 22 108 24 100 21 32 33
leaf_count=89 50 191 26 34 71 143 79 31 30 24 39 27 1156 23 98 61 121 23 23 35 365 21 21 22 108 24 100 21 32 33
internal_value=0 0.000552216 0.000494827 0.000996945 0.000612593 0.0010087 0.00103048 0.000711952 0.000827988 0.00035514 0.000913873 0.000935332 0.0010223 0.000923408 0.0010315 0.000323926 0.000369126 0.00103925 0.000790728 0.000994377 0.000982849 0.000480053 0.000561183 0.000953327 0.000964726 0.00101676 0.000998477 0.000881812 0.000588027 0.000515473
internal_weight=0 673 599 2448 325 2351 1912 97 101 274 439 400 1833 156 1677 248 187 1579 67 423 400 66 45 373 351 74 243 44 63 224
internal_count=3121 673 599 2448 325 2351 1912 97 101 274 439 400 1833 156 1677 248 187 1579 67 423 400 66 45 373 351 74 243 44 63 224
is_linear=0
shrinkage=0.00196078


Tree=6946
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 4 46 2 10 15 123 133 2 159 41 3 4 3 483 157 1 49 13 475 52 51 49 12 13 4
split_gain=0.893512 0.195433 0.0857817 0.0846539 0.0738216 0.0714063 0.0687894 0.0461162 0.0416444 0.041341 0.0393393 0.0379657 0.0356584 0.0366451 0.040142 0.0424023 0.0491662 0.0453534 0.037064 0.033276 0.0323968 0.055403 0.032583 0.0332442 0.03639 0.04478 0.0352434 0.036671 0.0394476 0.0358063
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.40124500000000002 0.092120000000000021 0.26790000000000008 0.081930000000000017 0.13712500000000002 -0.062879999999999978 0.013270000000000002 0.08128500000000001 0.089200000000000015 0.14285500000000004 0.082585000000000006 0.085095000000000018 -0.14186499999999996 -0.50052499999999989 -0.10831999999999999 -0.059844999999999995 -0.077664999999999998 0.088340000000000016 -0.081404999999999991 -0.13710499999999998 -0.088274999999999978 0.26391000000000003 0.11144500000000002 0.11560500000000001 0.092255000000000018 -0.029529999999999997 -0.085409999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 20 -2 7 9 -4 11 12 -3 13 14 15 16 -6 -17 -15 -19 22 -22 -1 -24 26 -26 27 -25 -29 -30
right_child=1 2 8 -5 10 -7 -8 -9 -10 -11 -12 -13 -14 18 -16 17 -18 19 -20 -21 21 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.012881029006093742 0.0089445802347824701 0.005173609439777899 -0.0024168102868965696 0.0031919093717905607 0.015258405818825677 0.0053778999178327718 0.010558448873925956 0.0022506003777994972 0.0026070343920138557 0.0083711675683255573 0.0058346753147371271 0.0017435840001685154 0.0058720563508522436 0.0070254056989638644 0.004271105002844707 0.0038745111980824734 0.0092002988050414909 0.0060326295311651417 0.011630592456306606 0.0089709753914871525 0.0048146589847827522 0.0093625058515191054 0.0071080471878537006 0.010102558402920065 0.010256365439496361 0.0041989204838224084 0.0064892183393239974 0.015671380516141652 0.013300557135303013 0.0087753523968988004
leaf_weight=40 155 214 21 22 21 88 20 71 77 34 47 38 39 22 20 20 37 42 85 468 29 351 39 953 26 23 25 24 34 36
leaf_count=40 155 214 21 22 21 88 20 71 77 34 47 38 39 22 20 20 37 42 85 468 29 351 39 953 26 23 25 24 34 36
internal_value=0 0.0053463 0.00416627 0.0093666 0.00942365 0.00765294 0.00485143 0.00453171 0.0015305 0.005098 0.00864162 0.00465638 0.00881659 0.0089772 0.00867687 0.00882673 0.0113938 0.00854581 0.0106837 0.00872899 0.00982011 0.00901543 0.0100749 0.00997816 0.010078 0.00741307 0.0101998 0.0102884 0.0121728 0.0109733
internal_weight=0 718 475 2403 2381 243 377 357 98 286 801 252 754 715 608 588 58 530 107 510 1580 380 1200 1160 1121 49 1072 1047 94 70
internal_count=3121 718 475 2403 2381 243 377 357 98 286 801 252 754 715 608 588 58 530 107 510 1580 380 1200 1160 1121 49 1072 1047 94 70
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 3 2 1 52 1 12 1 42 43 4 150 4 159 49 0 47 47 16 160 2 2 4 51 0 1213
split_gain=0.725513 0.111675 0.104526 0.0882724 0.0750214 0.0731511 0.0606462 0.0594732 0.0610441 0.0514871 0.048203 0.0594048 0.0447637 0.0442741 0.0371141 0.0370878 0.0486634 0.0381592 0.0487554 0.0364242 0.036804 0.0348294 0.0373329 0.0459955 0.0319897 0.0422242 0.0314382 0.035109 0.0337382 0.0315232
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.11411 0.093575000000000019 -0.088614999999999985 0.15799000000000005 0.087830000000000005 0.089875000000000024 0.11159000000000001 0.093175000000000022 0.042705000000000007 0.084680000000000019 0.41257000000000005 0.076905000000000015 0.093655000000000002 -0.036484999999999997 0.090280000000000013 0.077555000000000013 -0.013024999999999998 -0.011159999999999998 0.11215000000000001 0.14019000000000004 0.033845000000000007 0.14122000000000004 -0.086074999999999985 0.11146500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 19 21 -9 12 11 13 15 -4 -10 16 17 18 -3 20 -2 22 -7 -24 -17 -26 27 28 -12 -30
right_child=1 9 10 -5 -6 7 -8 8 14 -11 26 -13 -14 -15 -16 24 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0025706605645953806 0.011610100425464372 0.010248090696654151 0.0092263434323260271 0.010967744599717361 0.001235090213147207 0.0062309759498860411 0.0041272880944857142 0.0097197702061384925 0.0032248911957555855 -0.0002139452278513361 0.0097456257412571242 0.0043128347392970079 -3.9042368659685397e-05 0.013504281304776669 0.0069576112422171646 -0.00054844474113822266 0.0034941799169232127 0.0026250634746975265 0.0050750354856350707 0.0045972614584920499 0.0072410349871086729 0.011413921436178498 0.0059786840940692599 0.010957618206527762 0.005885409294676399 0.00040705976765214777 0.0071369576052000578 0.0056784679234789855 0.0081281827323175394 0.010523067766374326
leaf_weight=37 31 35 749 48 26 78 73 30 70 37 196 24 29 25 43 27 129 20 38 26 51 32 28 55 34 24 220 44 803 59
leaf_count=37 31 35 749 48 26 78 73 30 70 37 196 24 29 25 43 27 129 20 38 26 51 32 28 55 34 24 220 44 803 59
internal_value=0 0.00431558 0.00830584 0.00691616 0.00642876 0.00679078 0.00635374 0.0072555 0.00570988 0.00332655 0.00859885 0.00921259 0.00371642 0.00936452 0.00464531 0.00407117 0.00475128 0.00649501 0.00755527 0.00785865 0.00889275 0.00840069 0.00780179 0.00927798 0.00229489 0.00361851 0.00822838 0.00844627 0.00856137 0.0082921
internal_weight=0 554 2567 447 399 373 181 336 143 373 2120 798 336 774 113 307 222 93 73 108 82 193 161 83 85 58 1322 1102 1058 862
internal_count=3121 554 2567 447 399 373 181 336 143 373 2120 798 336 774 113 307 222 93 73 108 82 193 161 83 85 58 1322 1102 1058 862
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 3 2 1 3 2 15 0 12 1 43 4 52 52 39 13 12 40 0 43 47 16 160 12 51 2
split_gain=0.587665 0.0904571 0.0846661 0.0715006 0.0607673 0.0592524 0.0496366 0.0481733 0.0529529 0.0456697 0.0454115 0.0406947 0.0390444 0.0481179 0.035862 0.0342045 0.0306524 0.0634014 0.0338108 0.057589 0.0360186 0.0408859 0.0294726 0.0289789 0.0282118 0.0302397 0.0378308 0.0277022 0.0271132 0.0407196
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.121465 0.093575000000000019 -1.0000000180025095e-35 0.31358000000000003 -0.41942499999999994 -0.098289999999999975 0.087830000000000005 0.089875000000000024 0.093175000000000022 0.41816000000000003 -0.23798499999999997 -0.16675999999999999 0.089130000000000015 -0.28558999999999996 -0.10022999999999999 -0.064864999999999992 -0.22491999999999998 -0.077044999999999988 0.077555000000000013 -0.013024999999999998 -0.081639999999999976 0.11734000000000001 0.092790000000000011 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 15 24 -9 16 -8 -10 13 14 28 -2 -3 -18 19 -19 -20 23 -21 -22 25 -7 -27 -14 -4 -30
right_child=1 9 12 -5 -6 7 10 8 11 -11 -12 -13 27 -15 -16 -17 17 18 20 22 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0023135945698044991 0.0076124622895126686 0.0069816796641264641 0.0081589235531560091 0.0098709700551504898 0.0011115811720418815 0.0056078783495580034 0.0062511153726114172 0.0035261554861097557 0.0055542647214725811 -0.0013225888408234588 0.0005981314232728134 0.011102405224519316 0.007527039018198037 0.0038815513912898803 0.012153853368014098 0.0032649478938599884 -0.0022752823241587198 0.0022290242552963024 0.0050797284938328508 0.0024684044087062711 0.00045594337442547413 -0.0026486134148992436 0.0064795032371249466 0.0049944204355900496 0.010272529220674188 0.0047951999120414259 0.0096323040054469827 0.0056808354976672637 0.0075746379420161243 0.013879402895413695
leaf_weight=37 102 21 708 48 26 78 27 84 39 23 30 20 1235 24 25 22 21 86 28 23 34 23 90 24 32 22 61 87 20 21
leaf_count=37 102 21 708 48 26 78 27 84 39 23 30 20 1235 24 25 22 21 86 28 23 34 23 90 24 32 22 61 87 20 21
internal_value=0 0.00388402 0.00747526 0.00622455 0.00578588 0.0061117 0.00571836 0.00652995 0.00513889 0.00299389 0.00327586 0.00743499 0.00773897 0.00829133 0.00842807 0.00684113 0.00327755 0.00304111 0.00340359 0.00417902 0.00198791 0.000919137 0.00566308 0.00233393 0.00756062 0.00702161 0.00835018 0.00740554 0.00830371 0.0108039
internal_weight=0 554 2567 447 399 373 181 336 143 373 57 59 2120 798 774 124 350 329 308 199 109 81 113 58 193 161 83 1322 749 41
internal_count=3121 554 2567 447 399 373 181 336 143 373 57 59 2120 798 774 124 350 329 308 199 109 81 113 58 193 161 83 1322 749 41
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 2 4 0 4 4 1 14 150 160 48 4 15 2 0 12 4 50 11 3 0 4 160
split_gain=8.34514 0.999621 0.921732 0.715045 0.485481 0.404395 0.319465 0.269369 0.204312 0.25383 0.202835 0.199444 0.194449 0.164049 0.163512 0.114865 0.121983 0.134053 0.109459 0.228264 0.124684 0.106911 0.115157 0.102266 0.0943097 0.0915149 0.0908047 0.0880834 0.121946 0.0717892
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.088105000000000003 0.090285000000000018 -0.17966999999999997 0.14285500000000004 0.40945500000000007 -0.23194499999999998 0.033845000000000007 0.40473500000000007 0.10124500000000002 0.076175000000000007 0.091105000000000005 -0.078564999999999982 0.085130000000000025 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.074479999999999977 0.12069000000000002 -0.036839999999999991 0.086295000000000011 0.080705000000000013 -0.10831999999999999 -0.11242999999999999 0.181285 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 4 5 10 -3 14 -6 9 -5 -1 21 -7 15 27 16 -9 -18 20 -20 -12 -8 25 -2 -10 26 -23 28 -4 -11
right_child=1 3 6 8 7 12 11 13 24 29 18 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065699734072634242 0.00057021226932907365 0.00022801961901894601 0.00032741007084647814 0.00027972563128627682 0.00051596176720434617 0.00045799731152304513 0.00051569025908639141 0.00027132036006138996 4.5384878469204976e-05 0.00021929709640154763 0.0005664962168282872 0.00042189824958843947 0.00025845941486155369 0.00025455361654318123 0.00064561102914053063 0.00024289561829026688 0.0005211305321368453 0.00034308104074992705 0.00047125766828456282 0.00026137387689768448 0.00038432274013757708 0.00034884257275430138 0.00035377313328139925 0.00039513283564001706 0.00018859851487817609 0.00055879353411069342 0.00047767606285136529 0.00052978994329121534 0.00053895946904193484 9.2292230183541827e-05
leaf_weight=22 29 179 20 63 31 57 449 21 90 22 52 171 28 85 46 22 37 29 76 27 20 23 30 23 22 49 246 1053 22 77
leaf_count=22 29 179 20 63 31 57 449 21 90 22 52 171 28 85 46 22 37 29 76 27 20 23 30 23 22 49 246 1053 22 77
internal_value=0 0.000233169 0.000492123 0.000208078 0.000408472 0.000280902 0.000508861 0.000346242 0.000137911 0.000182431 0.000479548 0.00048266 0.000392267 0.000319122 0.000531089 0.000369473 0.000401482 0.000442897 0.00045724 0.00041624 0.000515892 0.000495697 0.000469902 0.000492773 7.35161e-05 0.000480857 0.000466661 0.000526278 0.000438222 0.000120516
internal_weight=0 590 2531 538 422 264 2109 225 274 162 197 968 85 194 1141 109 87 66 175 103 72 797 348 52 112 318 269 1095 42 99
internal_count=3121 590 2531 538 422 264 2109 225 274 162 197 968 85 194 1141 109 87 66 175 103 72 797 348 52 112 318 269 1095 42 99
is_linear=0
shrinkage=0.00196078


Tree=6950
num_leaves=31
num_cat=0
split_feature=1 3 12 155 15 52 3 52 52 40 52 2 47 50 4 1 0 1 0 160 1 151 14 157 1 43 13 51 3 48
split_gain=0.528835 0.0821056 0.0757011 0.0618899 0.0606381 0.0540421 0.0523295 0.0507159 0.0842048 0.0764867 0.0426535 0.0561778 0.042224 0.0541769 0.0363455 0.0330359 0.0321579 0.0398496 0.0823751 0.0579583 0.0531961 0.0306232 0.0297584 0.0543548 0.031846 0.029074 0.0354267 0.0290539 0.028629 0.028145
threshold=0.10920500000000001 0.31534000000000006 0.051320000000000005 0.084785000000000013 0.035560000000000008 0.048770000000000008 0.11924500000000002 -0.088614999999999985 -0.080114999999999978 -0.079954999999999984 0.047850000000000011 0.087675000000000017 0.10670500000000001 0.10883000000000001 0.053180000000000012 0.090965000000000004 -0.074479999999999977 0.081670000000000006 -0.071719999999999992 -0.081069999999999989 0.093400000000000025 0.077805000000000013 -0.46413499999999996 -0.06457499999999998 0.11551000000000002 -0.52440999999999993 0.030370000000000005 -0.15042499999999998 -0.061964999999999992 0.11951500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 -3 7 -1 9 -9 11 15 13 21 16 -10 25 19 -19 -18 -20 22 -2 -24 -25 -4 27 -27 -21 -14
right_child=1 5 14 -5 -6 -7 -8 8 10 -11 -12 -13 29 -15 -16 -17 17 18 20 28 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0077195756775592572 0.0058013437967747456 -0.00099795283152305189 0.011351661743884463 0.0082129185520378612 0.0092123058508150283 0.0040394875029211531 0.0011126495539568939 0.0046188680574830087 0.010728254731693596 -0.0028046392987522741 0.0078551687652474982 0.0034029199329667251 0.0068556148343934462 0.0076209046519719638 0.0061460795601158734 0.0055473583750426771 0.0022147309313166061 0.0036413433566463722 0.013013139021069068 0.0069631754700322721 0.0080138411384541551 0.0059992706087151808 -0.0022362318215891721 0.0047394960418127349 0.001959530704819675 0.010702727505034119 0.0061547145286007538 0.007696717808996831 0.0037884593599080817 0.0036434014399654847
leaf_weight=97 25 57 21 35 48 34 26 35 20 23 77 89 65 26 247 32 36 33 29 204 80 28 25 56 156 33 151 1253 33 47
leaf_count=97 25 57 21 35 48 34 26 35 20 23 77 89 65 26 247 32 36 33 29 204 80 28 25 56 156 33 151 1253 33 47
internal_value=0 0.00363017 0.00703691 0.00416988 0.00585427 0.000884168 0.0054503 0.00575266 0.00506138 0.00167506 0.00596233 0.00492866 0.00383926 0.00324794 0.00728627 0.00754001 0.00743663 0.00665998 0.00801868 0.00595325 0.00934393 0.00285588 0.00251995 0.00217381 0.00269386 0.0076577 0.00760372 0.00777385 0.00652113 0.00550763
internal_weight=0 554 2567 463 447 91 399 373 276 58 218 141 428 316 2120 52 1873 415 142 273 109 290 262 237 212 1458 1437 1286 237 112
internal_count=3121 554 2567 463 447 91 399 373 276 58 218 141 428 316 2120 52 1873 415 142 273 109 290 262 237 212 1458 1437 1286 237 112
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 1 2 14 4 48 1 3 39 1447 2 16 4 15 1 0 4 447 49 10 12 159 160
split_gain=17.7486 2.71608 1.81446 1.66448 1.0768 0.96585 0.543021 0.503211 0.500634 0.485582 0.436307 0.423135 0.296446 0.283662 0.212502 0.216179 0.194058 0.17702 0.174379 0.152551 0.220862 0.449391 0.148082 0.142742 0.13131 0.129408 0.120492 0.120222 0.112157 0.155256
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.17025000000000004 0.11474000000000002 0.09253500000000002 0.13501500000000002 0.076175000000000007 -0.111605 -0.015314999999999997 0.091195000000000012 0.30112000000000005 0.088550000000000004 -0.082869999999999985 -0.0091949999999999983 -0.39185999999999993 -0.013514999999999998 -0.21699999999999997 0.086920000000000011 0.18019500000000002 -0.036839999999999991 0.081385000000000013 -0.053364999999999996 -0.38124499999999995 0.10124000000000001 0.082585000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 28 10 11 27 -5 12 13 -4 -7 24 15 18 -14 -15 -13 22 -21 -22 -18 -2 -1 -10 -8 -6 29 -3
right_child=1 2 6 8 7 9 26 -9 25 -11 -12 14 16 17 -16 -17 19 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087592974574739245 0.00087867453986523202 0.00063486379443430431 0.00060452109172860562 0.00076418938985332895 0.00083599672918003589 0.00062691956807516122 0.00019814801048444457 0.00044009653528774876 0.00055102865751983107 0.00059399315227565716 0.0010336907707693772 0.00031763120136118518 0.00093387540770706789 0.00063360330616167636 0.00022161500065936819 0.00029791909992297067 0.00082958959541936479 0.0008151060126604556 0.00054619474910903528 0.00093246698581019797 0.00077404453171740577 0.0005011105414699105 0.00065693654558237865 0.0006947112701881945 0.00072931532863697974 0.00037273213952437211 6.3468139520481078e-06 0.000680396994288896 0.00037905574181437994 0.00044966140957666416
leaf_weight=1096 50 20 22 34 42 38 34 24 34 48 58 21 42 23 61 83 424 203 33 29 321 25 20 24 24 29 20 35 70 134
leaf_count=1096 50 20 22 34 42 38 34 24 34 48 58 21 42 23 61 83 424 203 33 29 321 25 20 24 24 29 20 35 70 134
internal_value=0 0.000464613 0.000420831 0.000824151 0.00051992 0.000834537 0.000303299 0.000688001 0.00057244 0.000786145 0.000867177 0.000346545 0.000796405 0.000860001 0.000317881 0.000360744 0.000803885 0.000796634 0.000457309 0.000797219 0.0007681 0.000754324 0.000821812 0.000819011 0.000872788 0.000468956 0.000127111 0.00076527 0.000444133 0.000473714
internal_weight=0 673 599 2448 325 2351 274 101 97 947 1404 220 899 1346 198 137 861 226 54 819 375 346 444 74 1120 63 54 77 224 154
internal_count=3121 673 599 2448 325 2351 274 101 97 947 1404 220 899 1346 198 137 861 226 54 819 375 346 444 74 1120 63 54 77 224 154
is_linear=0
shrinkage=0.00196078


Tree=6952
num_leaves=31
num_cat=0
split_feature=1 4 12 150 44 4 474 1 43 2 4 0 1 457 158 0 13 3 12 16 2 47 401 43 3 12 1212 1212 4 2
split_gain=0.512031 0.0848486 0.0729088 0.0629738 0.0567743 0.0547612 0.0642866 0.0746601 0.0457229 0.0376569 0.0353633 0.0402421 0.0341436 0.04295 0.0316358 0.0311667 0.0311227 0.0529529 0.0306718 0.0303862 0.0301739 0.0323855 0.0291907 0.0284324 0.053886 0.0359102 0.0337285 0.065519 0.0447413 0.0343497
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.080554999999999974 0.25063000000000007 0.40124500000000002 -0.14920999999999998 0.10658000000000002 0.084365000000000009 0.085900000000000018 0.056435000000000006 0.10820000000000002 -0.12018999999999998 0.086095000000000019 -0.032969999999999992 1.0000000180025095e-35 0.11893500000000001 0.085900000000000018 0.0016850000000000001 -0.065229999999999996 0.083370000000000014 -0.014129999999999998 -0.16927999999999996 -0.077679999999999985 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 15 7 14 19 16 11 18 13 -10 -7 -1 17 -3 -4 -9 21 -2 -19 24 26 -25 27 28 -13 -29
right_child=1 9 10 -5 -6 6 -8 8 12 -11 -12 23 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0089991492312401535 0.0080367214432427361 0.0067333238884149235 0.011971575087837635 0.0024902918562364038 0.010226767033411846 0.0060774717715013638 -0.00059155881172046065 0.0086923964554443955 -0.0021680927538345086 -0.0014405623369384557 0.0031039334046432661 0.0028697721371870669 0.0050727504728869961 0.0036913510030982173 0.010050208911137738 0.0050064547854507795 -0.00043690053030981548 0.002874113460065874 0.0073613657012443854 0.0038981864915396541 0.0043675926891634893 0.004395677233373539 -0.001166010179440491 0.0022874413570389152 0.0044039921035679682 0.006628913310471116 0.0073291676416007874 0.0089744997930459001 0.0090756993275135766 0.013610180305136789
leaf_weight=60 76 34 31 82 27 156 20 20 29 24 21 21 22 22 23 29 28 169 27 39 85 36 20 20 60 402 1448 33 26 31
leaf_count=60 76 34 31 82 27 156 20 20 29 24 21 21 22 22 23 29 28 169 27 39 85 36 20 20 60 402 1448 33 26 31
internal_value=0 0.00359028 0.00694246 0.00481894 0.00578184 0.00549609 0.00490399 0.00525741 0.00345313 0.00234375 0.00718718 0.00722803 0.00177994 0.00035951 0.00658794 0.00769816 0.0027056 0.00310017 0.00982544 0.00552334 0.00578823 0.00686639 0.00244659 0.00715422 0.00734477 0.00642316 0.00745795 0.00913791 0.00630284 0.0112199
internal_weight=0 554 2567 279 447 420 331 311 132 275 2120 2099 73 51 179 89 251 223 58 59 197 112 189 2041 1619 422 1559 111 47 64
internal_count=3121 554 2567 279 447 420 331 311 132 275 2120 2099 73 51 179 89 251 223 58 59 197 112 189 2041 1619 422 1559 111 47 64
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 3 3 47 52 1 4 15 3 132 43 0 3 0 52 52 0 1429 484 402 402 3 12 4 403 133
split_gain=0.414745 0.0687273 0.0590561 0.0510088 0.0482972 0.0409443 0.0458659 0.0350295 0.0370869 0.0325315 0.0317822 0.0310593 0.0460275 0.0418169 0.0371763 0.0328337 0.0273196 0.0356593 0.0278017 0.041054 0.0262309 0.0373558 0.0400991 0.0356615 0.0734248 0.043571 0.0348179 0.0287602 0.0394287 0.030949
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.077555000000000013 -0.088614999999999985 0.093575000000000019 0.053180000000000012 -0.56368999999999991 0.31370500000000007 0.10365500000000001 -0.05647499999999999 -0.10474999999999998 -0.07793499999999999 -0.026509999999999995 -0.034054999999999995 0.092650000000000024 -0.076579999999999995 0.087480000000000016 0.084750000000000006 0.091090000000000018 0.0089800000000000019 -0.081054999999999974 0.095935000000000006 -0.49405499999999997 -0.072624999999999981 0.50628500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 6 -1 8 -8 -10 20 -3 14 -14 -13 -16 -2 18 -18 -20 -4 22 23 24 27 -25 -23 -22 29 -29
right_child=1 11 10 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 15 -17 17 -19 19 -21 21 26 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0017689369241329464 0.0070324506596581822 0.0054700724401045599 0.0068281248218766306 0.0022412626700271374 0.0082005568585979457 0.0010062450095294762 0.0068721533965775995 0.0076909388506279921 0.0054429765760538769 0.0028793815093781129 0.0054022431796868402 0.0010338824647681507 -0.0025745227568758989 0.0030495975469239057 0.0061590428065851728 0.0024481499723833624 0.0033832477238029245 0.00085167984387067997 0.0091594654796344609 0.0041621700690094646 0.0081410530717694208 0.011091528190613296 0.0016058899016807909 0.012028777435189113 -3.4918358803472732e-05 0.0058204287931752892 0.0058095795645688973 0.0061282419089841271 0.0047370974963101059 0.010251207157969476
leaf_weight=37 58 25 1395 82 48 26 77 59 110 90 247 89 39 20 38 64 50 23 31 35 50 26 23 20 22 26 24 67 195 25
leaf_count=37 58 25 1395 82 48 26 77 59 110 90 247 89 39 20 38 64 50 23 31 35 50 26 23 20 22 26 24 67 195 25
internal_value=0 0.00323125 0.00624821 0.00433705 0.00520365 0.00484312 0.00511057 0.00547855 0.00500732 0.00428936 0.00646846 0.00210938 0.00177331 -0.000668041 0.00252744 0.00383064 0.0052094 0.00444871 0.00516191 0.00650938 0.00660906 0.00596975 0.0056676 0.00589827 0.00556237 0.00851971 0.00855619 0.00592777 0.00554218 0.00724861
internal_weight=0 554 2567 279 447 399 373 336 277 200 2120 275 250 59 191 102 197 139 116 66 1873 478 428 405 359 46 50 337 287 92
internal_count=3121 554 2567 279 447 399 373 336 277 200 2120 275 250 59 191 102 197 139 116 66 1873 478 428 405 359 46 50 337 287 92
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=31
num_cat=0
split_feature=1 12 46 2 47 2 15 1 34 3 12 132 34 2 133 4 3 2 4 4 0 4 150 48 15 52 14 1447 16 150
split_gain=0.337507 0.0979179 0.0512546 0.0525502 0.0513374 0.0746622 0.0646335 0.0397897 0.0392512 0.0392411 0.0443257 0.0385752 0.0360901 0.0489532 0.0317584 0.0316494 0.035156 0.0516648 0.045821 0.0555413 0.0327734 0.0310166 0.0301136 0.0308685 0.0282162 0.0771225 0.0304854 0.0273209 0.0312507 0.0292247
threshold=0.11846000000000002 0.051320000000000005 0.084955000000000017 0.10855000000000002 0.096300000000000011 0.079055000000000014 -0.0058549999999999991 0.088975000000000012 -0.0011599999999999998 0.30112000000000005 -0.42850999999999995 0.08696000000000001 -0.021334999999999996 0.11510000000000002 0.086990000000000012 0.053180000000000012 -0.13309499999999996 0.082275000000000015 -0.14098499999999997 -0.42529999999999996 -0.10474999999999998 -0.04890499999999999 0.090480000000000019 0.10078500000000001 0.040760000000000005 -0.046924999999999988 0.077685000000000018 -0.075484999999999983 -0.44310499999999992 0.088985000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 14 12 -11 22 -2 -14 -1 16 17 -3 19 -18 -20 -15 23 -5 25 -19 -26 -17 29 -29
right_child=9 15 -4 11 -6 6 -8 -9 -10 10 -12 -13 13 21 -16 27 18 24 20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0055883886931197982 0.00021103670449173522 0.011157704693875437 0.0093120322888717057 0.004850186694772371 0.0097393728373572231 0.0057461953154226836 0.0073015795504034033 0.0025807719510162206 -0.00054904373096568244 0.0034650014462279028 -0.0010029825385572623 -0.0014443725463934244 0.0053804900432078287 0.0059129222707997552 0.00080489458556732413 0.0083055769359426847 0.0056534348138874138 0.0071154630686915315 0.0018879429437220097 -0.0012463383935391904 0.0059602311679975602 0.0016541850418187835 0.00058096539419652397 0.00074520216667619741 0.011422065428147714 0.00066134442458860583 0.0062993702836907839 0.0072476879845092467 0.003782034503695156 0.0032628288171298878
leaf_weight=35 42 29 20 90 20 77 106 82 35 34 64 20 80 20 23 21 28 81 20 20 1665 118 33 23 21 24 26 63 175 26
leaf_count=35 42 29 20 90 20 77 106 82 35 34 64 20 80 20 23 21 28 81 20 20 1665 118 33 23 21 24 26 63 175 26
internal_value=0 0.00551573 0.00434026 0.00415747 0.0048088 0.00453334 0.00538886 0.00411371 0.00209559 0.00225244 0.000547134 0.00267434 0.00289521 0.00341235 0.00369149 0.00581722 0.00596361 0.00728975 0.00582511 0.00277853 0.0059119 0.00227139 0.00323855 0.00401466 0.00655179 0.00564024 0.00858823 0.00483407 0.00455793 0.00608357
internal_weight=0 2763 564 544 378 358 265 159 93 358 98 166 260 218 58 2199 1914 181 1733 48 1685 138 146 113 152 105 47 285 264 89
internal_count=3121 2763 564 544 378 358 265 159 93 358 98 166 260 218 58 2199 1914 181 1733 48 1685 138 146 113 152 105 47 285 264 89
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 43 49 0 47 376 402 160 0 4 13 2 13 44 3 15 0 39 2 4 4 3 52 2 3 1 52
split_gain=0.27338 0.0793135 0.0466983 0.0505756 0.0450733 0.0368657 0.0420039 0.0341798 0.0469729 0.0326838 0.0303098 0.0573378 0.0323307 0.0397649 0.0375912 0.0337822 0.028892 0.0319127 0.0411572 0.0389753 0.0284963 0.0271311 0.0266249 0.0264663 0.0335459 0.0475341 0.0507233 0.0375771 0.0559213 0.0810401
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.074359999999999996 -0.11720999999999999 -0.08130999999999998 -0.062764999999999974 0.085505000000000012 0.080200000000000007 0.09388500000000001 -1.0000000180025095e-35 0.030935000000000004 0.51388000000000011 -0.13710499999999998 0.13247500000000004 -0.012119999999999997 1.0000000180025095e-35 0.10893000000000001 -0.0040799999999999994 -0.030209999999999997 0.092440000000000008 0.085730000000000015 0.51388000000000011 0.40124500000000002 -0.13309499999999996 0.13796000000000003 0.081685000000000021 -0.096099999999999977 0.080270000000000022 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 20 -6 -7 9 -9 10 22 12 13 -12 -15 -16 17 18 19 21 -4 -5 -2 24 25 26 -3 28 -26 -30
right_child=7 23 3 16 5 6 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-7.4970293124871593e-05 0.0058939447110917956 0.011226778086274862 0.0073297568564784938 0.0077808870623509094 0.0041634950267021046 -0.00096944366433208105 0.0036916900779409658 0.0045801068531171251 -0.00070139476665644909 -0.0023836522629218444 -0.002111790157505311 -0.0040013644332066185 0.0043091531978764882 0.0051790849198229041 0.0036189303201224123 -0.0015757026301035958 0.0079471006627298054 0.0029139469601948968 0.0067321761980527993 0.00019447378475557673 0.0024231817072723062 0.0040332012233028026 0.0018067924985410396 0.0026536632087439875 0.0047341444660031311 0.0019098795566242187 0.0063638057767888478 0.0052974099976139779 -0.0040174092981033029 0.0048770048633395213
leaf_weight=28 28 25 29 24 43 58 29 85 21 21 32 20 36 26 21 31 27 88 97 22 20 99 37 39 141 20 151 1782 20 21
leaf_count=28 28 25 29 24 43 58 29 85 21 21 32 20 36 26 21 31 27 88 97 22 20 99 37 39 141 20 151 1782 20 21
internal_value=0 0.00496416 0.00390623 0.00411421 0.00274239 0.00176817 0.000584268 0.0020272 0.00353377 0.00139348 0.00173686 0.00102007 0.00170794 0.000856633 0.00207445 0.00052213 0.00480204 0.00454471 0.00513772 0.00407108 0.00532707 0.00476446 0.00356741 0.0052355 0.00528212 0.0065296 0.00705457 0.00515762 0.00378892 0.000538266
internal_weight=0 2763 564 536 179 130 87 358 106 252 231 166 146 110 78 52 357 330 242 145 49 123 65 2199 2160 196 176 1964 182 41
internal_count=3121 2763 564 536 179 130 87 358 106 252 231 166 146 110 78 52 357 330 242 145 49 123 65 2199 2160 196 176 1964 182 41
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 4 2 2 4 14 2 1 4 0 43 49 13 12 2 3 50 2 4 4 2 1 16 3 1
split_gain=22.9954 2.87339 2.46313 1.63593 1.29933 1.09258 0.779856 0.70873 0.648955 0.577611 0.510439 0.457661 0.38889 0.372711 0.348455 0.301662 0.279525 0.279524 0.272234 0.263319 0.227014 0.225991 0.215213 0.200227 0.184666 0.183412 0.174587 0.17094 0.146635 0.142578
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.052250000000000012 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.076175000000000007 0.092365000000000017 0.10124500000000002 0.27834500000000006 -0.23091999999999999 -0.04890499999999999 -0.012034999999999999 -1.0000000180025095e-35 0.13597000000000004 0.113445 0.12745000000000004 0.041865000000000006 0.092235000000000025 -0.064054999999999987 -0.50262499999999988 0.13501500000000002 0.12000500000000001 -0.10850999999999998 0.013900000000000001 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 14 7 10 26 -9 -6 11 -4 15 27 -1 -11 -2 -10 24 23 -19 29 -17 -16 -13 -5 -3 -8 -25 -7
right_child=1 5 6 25 9 21 13 8 17 12 -12 18 -14 -15 19 22 -18 20 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0010423731189046471 0.00054721121548437603 0.00037445871074215262 0.00088956838000499988 0.0004471561320409643 0.00084599912882906813 0.00016922284681117924 0.00082445548137045357 0.00065734743424991269 0.00031468833182403383 0.00049708631711877611 0.0010535481226325457 0.00096260327342394226 0.0004583435197121269 0.00051018078120148821 0.00089264289793828625 0.00079080733801702716 0.00080297555987233289 0.00038954790455339515 0.00063063652784216642 0.00058507500066954819 0.00062376281378585645 0.00030761811932124658 0.00056175833767328678 0.00079766919319196859 0.00081778423748165294 0.00023623974596841764 0.00017916871503435974 0.000713011308161874 0.00060809352130817814 7.2494876325706917e-06
leaf_weight=23 20 24 1337 51 31 48 143 42 94 39 61 37 85 21 69 46 92 41 28 22 26 26 24 62 398 23 66 84 21 37
leaf_count=23 20 24 1337 51 31 48 143 42 94 39 61 37 85 21 69 46 92 41 28 22 26 26 24 62 398 23 66 84 21 37
internal_value=0 0.000406163 0.000836022 0.00060783 0.000699277 0.000313316 0.000863383 0.000376078 0.000440289 0.000597471 0.000877148 0.00087117 0.000557757 0.000760096 0.000815554 0.000635282 0.000757303 0.000383665 0.000818039 0.000785572 0.000480437 0.000147649 0.000712276 0.000814591 0.000830102 0.000381601 0.000231246 0.000783216 0.000749704 9.87168e-05
internal_weight=0 590 2531 186 422 404 2109 293 203 225 1861 1800 194 248 197 109 112 161 463 174 67 111 70 152 435 74 90 227 83 85
internal_count=3121 590 2531 186 422 404 2109 293 203 225 1861 1800 194 248 197 109 112 161 463 174 67 111 70 152 435 74 90 227 83 85
is_linear=0
shrinkage=0.00196078


Tree=6957
num_leaves=31
num_cat=0
split_feature=1 155 105 2 51 4 52 0 3 401 4 11 14 30 160 12 12 130 128 4 42 474 0 16 13 4 41 2 1 159
split_gain=0.293745 0.0844814 0.0538774 0.0837484 0.0448795 0.0437009 0.0390493 0.0364463 0.0396196 0.0371538 0.0500136 0.0342696 0.0336442 0.0363078 0.0295584 0.0288752 0.0475891 0.0331139 0.0281533 0.0339501 0.0419526 0.0351026 0.0373605 0.0772213 0.0651602 0.0282795 0.0270575 0.0263561 0.0498022 0.0351191
threshold=0.10293500000000001 0.11245500000000001 1.0000000180025095e-35 0.31358000000000003 -0.42247999999999991 0.40124500000000002 0.19022000000000003 -0.074479999999999977 0.092670000000000016 0.080710000000000018 -0.55119499999999988 1.0000000180025095e-35 -0.47071999999999997 0.09538000000000002 0.05259500000000001 0.11650500000000001 0.096475000000000019 -0.076894999999999977 0.09445000000000002 -0.012509999999999999 0.087075000000000014 0.089745000000000019 -0.071719999999999992 -0.080509999999999984 -0.06532499999999998 -0.036839999999999991 0.079300000000000009 0.087625000000000022 0.086920000000000011 0.11361500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 12 8 11 10 -9 27 -6 15 -10 16 17 -14 19 21 -21 22 24 -24 -12 -25 -13 29 -29 -1
right_child=1 -3 -4 -5 6 -7 -8 9 14 -11 18 26 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0059788850682516298 0.0065506661830780416 0.0065796976313605669 0.0078064782358705995 -0.0028132617644067589 0.0055598639696836476 0.00086479403385469184 0.0049208408574486391 0.0092199146402999754 0.00079902158332212532 0.0016169086392772824 0.005480812039916471 0.0091277536470443007 -0.0014623732727375768 -0.0018600185168907047 0.0055639243937785866 0.0048669418897770815 -0.0010994411721354524 0.0026176851738288838 0.0079761453283329811 0.00053000842771408236 0.0045541637200152592 0.0087071051294712928 0.010313892013464984 0.0042855095894628907 -0.0016200035437880919 0.008031526577277957 0.005389115939942713 0.0052816714971834393 0.0015148141061316082 0.0017437507677823306
leaf_weight=932 30 61 20 28 30 22 64 25 30 38 28 49 21 22 23 40 43 377 24 44 63 23 26 240 24 22 32 683 37 20
leaf_count=932 30 61 20 28 30 22 64 25 30 38 28 49 21 22 23 40 43 377 24 44 63 23 26 240 24 22 32 683 37 20
internal_value=0 0.00301577 0.0026937 0.00253758 0.00277654 0.0053011 0.00258688 0.0053424 0.00556051 0.00463523 0.00485623 0.00564195 0.00230663 0.0021126 0.00286681 0.0022943 0.00206096 0.00240241 0.00463539 0.0044648 0.00289937 0.00492623 0.00467047 0.00511589 0.00220351 0.00460006 0.00765076 0.00554463 0.0050881 0.00588991
internal_weight=0 736 675 655 627 2385 597 2363 1806 557 519 1753 533 503 53 481 441 398 494 470 107 363 340 288 52 262 81 1672 720 952
internal_count=3121 736 675 655 627 2385 597 2363 1806 557 519 1753 533 503 53 481 441 398 494 470 107 363 340 288 52 262 81 1672 720 952
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 14 43 44 2 3 12 34 2 4 484 4 16 4 9 4 16 52 149 1212 481 1446 159 13 2 399 400
split_gain=0.246657 0.067762 0.0421481 0.051028 0.0432015 0.0370264 0.0369023 0.0344584 0.0340617 0.0401939 0.0289623 0.0396379 0.028273 0.0273179 0.0272621 0.0256444 0.0394207 0.0250218 0.0310039 0.0258766 0.0540466 0.0377763 0.0442379 0.0374427 0.0384482 0.0363125 0.0335555 0.0308797 0.0385569 0.0479526
threshold=0.11846000000000002 0.051320000000000005 -1.0000000180025095e-35 -0.096099999999999977 0.081185000000000021 -0.085154999999999995 1.0000000180025095e-35 0.098035000000000011 0.31370500000000007 -0.42850999999999995 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 0.086925000000000016 0.063160000000000008 -0.013024999999999998 -0.016959999999999999 0.081890000000000004 0.40124500000000002 -0.010264999999999998 -0.10925999999999998 0.078320000000000015 0.041590000000000009 -0.081539999999999987 0.086195000000000008 0.16394500000000004 0.0049450000000000006 0.087815000000000018 0.091255000000000017 -0.064794999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 7 13 10 -10 -2 -12 -13 15 -14 -5 -17 18 19 20 -3 22 23 24 -21 26 27 -22 29 -29
right_child=8 17 3 4 -6 -7 -8 -9 9 -11 11 12 14 -15 -16 16 -18 -19 -20 21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0023817913350649179 -2.9965926937404134e-05 0.0087391692679375417 -0.00038498582748266368 0.004003634229390823 0.0081279088760941084 0.0028664510373435006 0.0075203791678952123 0.0029517664731995401 0.0028451697127071813 -0.0015136379262782743 0.0045679538183935348 0.0052098019225966371 -0.002041016058951971 0.0014879917408424344 0.0019189308612869067 0.005044328430484908 0.010031208954751493 0.0077747058197615085 0.001511714047644221 0.0093481854271764558 0.0056813518025165405 0.0085701022962374352 0.00089917593207713715 0.0042432578195294524 0.0036877800244838003 0.0009798146559412337 0.0038458411137904285 0.00081934819729732617 0.0082589610548758959 0.0046965579156191479
leaf_weight=20 42 40 26 79 26 41 27 249 34 56 83 21 21 22 101 51 23 29 28 30 716 21 37 644 20 22 190 35 27 360
leaf_count=20 42 40 26 79 26 41 27 249 34 56 83 21 21 22 101 51 23 29 28 30 716 21 37 644 20 22 190 35 27 360
internal_value=0 0.00460595 0.0036281 0.00392914 0.00416429 0.00114572 0.00393579 0.00370753 0.00181623 0.000133023 0.00238149 0.00282963 0.00182067 0.00478287 0.0012373 0.00525664 0.0065943 0.00485676 0.00481776 0.00486098 0.00511663 0.00438843 0.0042683 0.00444792 0.00708402 0.00500929 0.00507604 0.00528144 0.00460291 0.00435301
internal_weight=0 2763 564 503 477 61 451 424 358 90 268 226 143 175 122 153 74 2199 2170 2142 1390 752 731 694 50 1350 1328 1138 422 395
internal_count=3121 2763 564 503 477 61 451 424 358 90 268 226 143 175 122 153 74 2199 2170 2142 1390 752 731 694 50 1350 1328 1138 422 395
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 1 14 2 15 14 0 16 52 0 16 52 49 51 0 4 4 40 1 15 16 3 16
split_gain=15.8925 1.89467 1.60406 0.998143 0.95645 0.897418 0.719294 0.537013 0.485922 0.416368 0.35393 0.340015 0.298523 0.595499 0.366102 0.271073 0.260907 0.420682 0.386617 0.246568 0.227578 0.208181 0.191343 0.165711 0.157961 0.144816 0.141206 0.129007 0.127673 0.126041
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.13754500000000003 -0.025214999999999998 0.09253500000000002 0.076175000000000007 0.11177500000000001 0.024640000000000006 -0.10708499999999999 -0.13027499999999997 -0.36241499999999999 0.048770000000000008 -0.075934999999999989 0.083160000000000026 0.024145000000000003 -0.017229999999999999 0.11381000000000001 -0.15599999999999997 -0.49405499999999997 0.024790000000000003 -0.087179999999999994 0.122185 0.091295000000000015 -0.0024749999999999993 0.092670000000000016 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 19 7 9 24 -4 11 -9 12 -1 14 -14 -7 23 18 -18 -2 -12 28 -19 -15 -3 -26 -13 -27 -16 -25
right_child=1 5 8 -5 -6 15 -8 10 -10 -11 20 26 13 16 21 -17 17 22 -20 -21 -22 -23 -24 29 25 27 -28 -29 -30 -31
leaf_value=0.00097642563223925385 0.00050324620479016968 0.00018803539561119929 0.00074387305247518981 0.00050039668959080531 0.00041072052983518419 9.1391604997302235e-05 0.00055237054683503076 0.00064326030009025396 0.00046243042869363875 0.00093635047295084805 0.00037323593307220411 0.00083973506623130948 0.00083726719091363748 0.00081533552531390364 0.00071431402652676588 0.00031260765037330719 0.00047713529758622124 0.00083624751472799507 0.00075771164159480929 0.0007382494875750145 0.00057735568048114202 0.00038428855296257557 0.00072741516976574663 0.0007960775750742293 0.00041118520903394049 0.00021385249961757723 0.00079310446993692226 0.00039732483837305734 0.00050219220803210548 0.00068648349776310449
leaf_weight=27 21 30 34 45 75 57 46 38 77 83 84 620 21 600 24 34 41 106 35 94 28 22 150 86 65 41 418 23 20 76
leaf_count=27 21 30 34 45 75 57 46 38 77 83 84 620 21 600 24 34 41 106 35 94 28 22 150 86 65 41 418 23 20 76
internal_value=0 0.000421766 0.000779122 0.000789694 0.000582988 0.000345185 0.000795175 0.000395586 0.000548638 0.000799971 0.000479744 0.000794931 0.000772567 0.000767907 0.000611774 0.000174044 0.000780323 0.000734449 0.000606348 0.000695336 0.000424266 0.000540026 0.000772479 0.000800311 0.000316192 0.000345996 0.000820957 0.000279788 0.000617895 0.000744663
internal_weight=0 590 2531 2420 190 400 2375 309 111 2329 150 2246 1208 1181 87 91 1094 332 76 115 112 66 256 762 159 129 1038 64 44 162
internal_count=3121 590 2531 2420 190 400 2375 309 111 2329 150 2246 1208 1181 87 91 1094 332 76 115 112 66 256 762 159 129 1038 64 44 162
is_linear=0
shrinkage=0.00196078


Tree=6960
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 43 14 44 4 475 0 43 150 2 3 132 3 51 151 16 123 447 9 0 160 159 159 15 3 1208 4
split_gain=0.25488 0.0769664 0.0420306 0.0432363 0.0399835 0.0396957 0.0351652 0.0339957 0.0420776 0.0326266 0.0388259 0.0358483 0.0349588 0.030386 0.0326669 0.0299273 0.0283881 0.0368498 0.0274929 0.0311567 0.0272899 0.0550604 0.0237931 0.041192 0.09876 0.0438193 0.0319497 0.0312975 0.0269708 0.0274615
threshold=0.12000500000000001 0.051320000000000005 -1.0000000180025095e-35 -0.27302499999999996 -0.085154999999999995 0.081185000000000021 1.0000000180025095e-35 -0.17966999999999997 -0.081364999999999979 -0.060129999999999996 -0.016814999999999997 -0.045534999999999992 0.086100000000000024 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.10876000000000001 0.050660000000000004 -0.39185999999999993 0.10695000000000002 0.088380000000000014 0.081890000000000004 -0.074479999999999977 -0.063384999999999983 -0.087844999999999993 0.089755000000000015 0.11923500000000002 -0.049509999999999992 0.10383000000000002 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 -9 11 -11 -10 -13 18 15 -15 17 -14 -2 -20 21 22 26 24 -24 -26 27 28 29 -3
right_child=13 20 3 5 -6 -7 -8 8 9 10 -12 12 16 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.002032026853260544 0.0010572867437946591 0.0062281920316656168 -0.00042928356145109452 0.0055592825681277077 0.0031334944545876146 0.0080067517352290455 0.0074946434293114749 -0.00079346338221195935 0.0013998754501212823 0.0039059937621156375 -0.0016218812898538698 0.0075058684554224946 0.0041668970631867494 0.00049105085104665896 0.003319667716725515 -0.0040992958151400676 0.0075202887146068476 -0.0001997382337735458 0.0038722794851288201 -0.00020873472517864272 0.0019566711933544745 0.0098079522470167543 0.0063364595986370523 0.0047843001836682508 -0.0035411614598706365 0.0026551296402301111 0.0024247526039267186 0.0088358832911277826 0.0017979832183893608 0.0050658454771527585
leaf_weight=23 92 241 21 86 43 26 27 23 43 27 24 34 159 49 26 20 21 22 125 22 29 24 35 447 25 21 41 24 23 1298
leaf_count=23 92 241 21 86 43 26 27 23 43 27 24 34 159 49 26 20 21 22 125 22 29 24 35 447 25 21 41 24 23 1298
internal_value=0 0.00473498 0.00370875 0.00401435 0.00133339 0.00420402 0.00399185 0.00377642 0.00334207 0.0036303 0.00130464 0.00405542 0.00453927 0.00181168 0.00029881 -0.000839484 0.00403994 0.00363615 0.00241303 0.00326152 0.00500408 0.00504464 0.00499159 0.00440831 0.00233339 -0.00071242 0.00518088 0.00525213 0.00519706 0.00524786
internal_weight=0 2787 579 513 66 492 466 439 353 330 51 279 236 334 95 69 202 181 239 147 2208 2179 2155 528 81 46 1627 1586 1562 1539
internal_count=3121 2787 579 513 66 492 466 439 353 330 51 279 236 334 95 69 202 181 239 147 2208 2179 2155 528 81 46 1627 1586 1562 1539
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=31
num_cat=0
split_feature=4 3 9 149 44 39 160 4 13 10 147 4 131 0 1 51 124 4 2 1 151 1 1 41 49 1447 42 15 0 15
split_gain=0.210245 0.0673617 0.0563257 0.0420279 0.0418967 0.0411487 0.0374608 0.0373195 0.0360491 0.0325924 0.0295493 0.0577831 0.026215 0.0310169 0.0312489 0.0229839 0.0324992 0.0227811 0.0425416 0.036636 0.0406277 0.0522517 0.0400781 0.0359098 0.0445547 0.0344573 0.0474037 0.0424874 0.0762531 0.0391648
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 0.10076500000000001 0.079055000000000014 -0.0060199999999999993 0.27020000000000005 -0.079859999999999987 0.089365000000000014 -0.0060199999999999993 0.085335000000000008 0.034820000000000011 0.12000500000000001 -0.065634999999999985 -1.0000000180025095e-35 -0.082249999999999976 0.11474000000000002 0.091535000000000019 -0.086654999999999982 0.092695000000000013 0.093890000000000015 0.085095000000000018 -1.0000000180025095e-35 -0.085804999999999979 0.085730000000000015 0.087685000000000013 -0.086074999999999985 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 5 8 -1 -7 10 -2 17 -12 13 14 -11 -16 -17 18 23 -19 -21 -22 -23 24 -4 -26 29 28 -28 -27
right_child=3 -3 4 -5 -6 7 -8 -9 -10 12 11 -13 -14 -15 15 16 -18 19 -20 20 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.001300789940508147 -0.0013545943304705316 0.0013164961262761305 0.009646848906678232 0.0053949062912059687 0.0077136057551558087 -0.0015975969023115579 0.0043248593993484982 0.0035654252960479688 0.0075301514866107427 0.002985475437583214 0.0048608903444671472 -0.0021767477144021543 -0.00030243684013839814 0.0057539462958547203 -0.0023979014340078549 0.0038584302059344704 -0.00026267103513237088 0.0044905847676883206 0.00088751711626537146 0.00088086900724606079 0.00014479727417762792 0.0075722529640188446 0.0038351316616276662 0.00092207644949667163 0.0017022063176886275 0.0050422397448236312 0.013140827454626561 0.004811116398057147 0.005769916585995816 0.0011190292149506234
leaf_weight=29 39 75 22 28 38 21 20 42 37 109 28 20 52 22 21 31 50 1395 25 55 35 32 278 20 29 442 25 42 32 27
leaf_count=29 39 75 22 28 38 21 20 42 37 109 28 20 52 22 21 31 50 1395 25 55 35 32 278 20 29 442 25 42 32 27
internal_value=0 0.00427256 0.00435485 0.00167792 0.00441709 0.00436904 0.000995393 0.00184442 0.00443156 0.0013567 0.00438582 0.00192854 0.00172772 0.0021808 0.00180824 0.000550214 0.00131454 0.00443379 0.00493424 0.00424867 0.00340499 0.00380738 0.0042209 0.00509256 0.00522731 0.00506444 0.00523611 0.00722449 0.00900277 0.00481638
internal_weight=0 2769 2694 352 2645 2607 49 63 2544 324 2507 48 285 233 211 102 81 2459 664 1795 400 345 310 639 619 597 568 99 57 469
internal_count=3121 2769 2694 352 2645 2607 49 63 2544 324 2507 48 285 233 211 102 81 2459 664 1795 400 345 310 639 619 597 568 99 57 469
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 1 14 4 2 13 0 0 11 39 1 1429 160 3 10 1 52 49 47 14 50 51
split_gain=13.9214 2.4148 1.46338 1.20369 0.787041 0.669378 0.373781 0.368492 0.364498 0.354919 0.316624 0.307904 0.217636 0.216705 0.184388 0.159219 0.166522 0.155472 0.143529 0.240453 0.132096 0.126679 0.115177 0.113545 0.1062 0.103956 0.102081 0.0952154 0.0930444 0.206493
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.13501500000000002 0.17025000000000004 0.09253500000000002 0.062655000000000016 0.40945500000000007 -0.090999999999999984 -0.28558999999999996 -0.23091999999999999 0.18019500000000002 1.0000000180025095e-35 0.087690000000000004 0.080270000000000022 0.084690000000000015 -1.0000000180025095e-35 -0.11171999999999999 -0.38124499999999995 0.090840000000000018 0.31359500000000001 -0.053364999999999996 0.090100000000000013 -0.23083499999999998 0.083090000000000011 0.0053700000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 10 -6 14 11 -5 12 13 -1 -4 -7 16 21 -15 24 28 -13 -16 -10 -18 -14 -11 27 -3 29 -20
right_child=1 2 8 9 6 7 -8 -9 22 25 -12 20 18 17 15 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053487010510163563 0.00072484935342619669 0.00045622697789542951 0.00021599641091683331 0.00065470333141301603 0.00065736883158524573 0.00050348206509094259 0.00040643607602143175 0.00050768785804869258 0.00017362549721618904 0.00047682894151034787 0.00088108363670310523 0.00032451147130388192 0.00075924659679471736 0.00051204663176585463 0.0005662298196316899 0.00051712946053229119 0.00089734145658501986 0.00031949055161984525 0.00071714086372385764 0.00050350233839423046 0.00018523608188451024 0.00069085652402845182 -1.3897755895467366e-05 0.00073087550699710844 0.00064250814488686614 0.00031386278353268978 0.00047934994640230549 0.00034090850670893909 0.00074906856812226492 0.00054280382112350341
leaf_weight=20 76 33 25 34 74 21 33 48 34 34 62 36 894 38 33 20 23 28 202 20 96 630 20 50 31 27 32 166 251 30
leaf_count=20 76 33 25 34 74 21 33 48 34 34 62 36 894 38 33 20 23 28 202 20 96 630 20 50 31 27 32 166 251 30
internal_value=0 0.000395117 0.000354369 0.000710527 0.000440956 0.000719329 0.000579978 0.000674415 0.000248714 0.000494173 0.000743869 0.000283715 0.000737993 0.000371466 0.000684715 0.000689749 0.00069444 0.000430356 0.000740838 0.000714181 0.00022322 0.000684653 0.000104172 0.000783324 0.000755334 0.000404696 0.000376561 0.000360032 0.000722904 0.000694597
internal_weight=0 691 615 2430 338 2335 107 825 277 95 1510 223 1448 91 777 756 736 66 1428 503 132 663 54 73 925 61 231 199 483 232
internal_count=3121 691 615 2430 338 2335 107 825 277 95 1510 223 1448 91 777 756 736 66 1428 503 132 663 54 73 925 61 231 199 483 232
is_linear=0
shrinkage=0.00196078


Tree=6963
num_leaves=31
num_cat=0
split_feature=4 2 12 2 15 2 3 4 149 0 52 10 159 31 15 42 13 157 48 150 0 12 4 0 0 16 50 0 41 15
split_gain=0.217388 0.0686635 0.0394531 0.0442373 0.0422765 0.0465195 0.0438967 0.0419657 0.0351705 0.0315621 0.0300586 0.0449742 0.0435922 0.0296823 0.0296782 0.0354207 0.0312418 0.0277166 0.0318335 0.0366898 0.026394 0.0269453 0.0268755 0.028911 0.0327421 0.0274264 0.0291859 0.0277986 0.0247755 0.0237891
threshold=0.27287000000000006 0.13622000000000004 1.0000000180025095e-35 -0.0091949999999999983 0.013270000000000002 0.098035000000000011 0.092670000000000016 -0.031404999999999995 0.07770500000000001 -0.072594999999999979 0.039215000000000007 -0.074314999999999978 0.10620500000000001 -0.067479999999999984 -0.03241999999999999 0.095885000000000012 -0.06532499999999998 -0.07797999999999998 0.10668000000000001 0.094605000000000009 -0.14920999999999998 0.086095000000000019 0.033845000000000007 -0.13027499999999997 -0.097734999999999989 -0.12029499999999999 -0.099524999999999988 -0.089269999999999988 0.081560000000000007 0.099260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 -5 -8 10 -1 11 -2 -12 -11 16 -16 -3 -7 19 -19 21 -4 23 -22 -25 27 -27 -24 -26 -6
right_child=8 14 20 4 29 17 7 -9 -10 13 12 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 25 24 28 26 -28 -29 -30 -31
leaf_value=0.004732888861603681 -0.00286864735535346 0.0012880378124874928 0.0088605006888974464 0.0057542453108636888 0.0091508496836151774 -0.00099883335962658759 0.005212042851511528 -0.00031341030116891492 0.0051477911283395123 0.0020343079704396201 0.0048487440029230831 0.0013909734653511638 -4.5311800204217437e-05 -0.0027749582459884034 -0.0028899326528300578 0.0023049845423416368 0.0057775843047326615 0.0031133020523366915 0.0063021739702283711 -0.0013817030830688799 0.0010617501191085294 0.0045471399573476191 0.0040834769366843871 0.0074573759646672346 0.0047658633637241788 0.0044527129755869248 0.0015361111304151738 0.0080821979444451811 0.0012262624024879187 0.0048443134681418025
leaf_weight=21 28 31 30 134 23 20 27 28 28 33 52 216 28 21 21 35 31 104 24 22 21 28 101 45 1757 58 84 21 20 29
leaf_count=21 28 31 30 134 23 20 27 28 28 33 52 216 28 21 21 35 31 104 24 22 21 28 101 45 1757 58 84 21 20 29
internal_value=0 0.00438588 0.00449094 0.00367671 0.00408427 0.00369827 0.00477788 0.00239908 0.00174753 0.00144332 0.00145369 0.000902165 0.00313582 0.000164038 0.00202559 0.000356891 0.00353281 0.00249801 0.00296425 0.00232846 0.00467372 0.00677819 0.00461579 0.00475096 0.00479348 0.00367215 0.0027274 0.00477178 0.00472603 0.00674913
internal_weight=0 2769 2651 486 411 359 189 55 352 75 324 244 80 54 118 56 62 170 150 126 2165 58 2107 1843 1822 264 142 122 1777 52
internal_count=3121 2769 2651 486 411 359 189 55 352 75 324 244 80 54 118 56 62 170 150 126 2165 58 2107 1843 1822 264 142 122 1777 52
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=31
num_cat=0
split_feature=1 12 132 403 1456 48 47 16 4 49 2 34 2 457 3 3 1 483 42 47 156 1420 1425 52 16 52 16 13 2 1
split_gain=0.177639 0.0552018 0.0397631 0.0346019 0.0271308 0.0261308 0.050688 0.0297818 0.0418016 0.0372791 0.0348203 0.0667845 0.0334756 0.0305502 0.0297587 0.0277407 0.0257278 0.0245793 0.0244282 0.0229838 0.0270477 0.0212405 0.0216671 0.0245873 0.0295212 0.0323581 0.0373009 0.034924 0.0339978 0.0837073
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.085340000000000013 -0.077604999999999993 0.11951500000000001 0.096770000000000009 -0.42170999999999997 0.11275500000000001 -0.043469999999999995 0.079055000000000014 -0.0011599999999999998 0.093175000000000022 0.083570000000000019 0.0022600000000000003 -0.012939999999999998 0.16773500000000005 0.098395000000000024 -0.035074999999999988 0.13760500000000001 0.10339000000000002 -0.086449999999999985 0.10034500000000002 -0.55692499999999978 0.0057500000000000008 -0.10925999999999998 -0.014754999999999999 0.0049450000000000006 0.086950000000000013 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 10 -6 11 15 -12 18 -11 -9 17 19 -14 20 -2 -3 23 -23 25 26 -25 28 -27 -30
right_child=16 21 -4 -5 5 -7 -8 8 -10 14 12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0059425381387794218 0.00091670782658635178 0.0072626703434666116 -0.00074247482161109266 0.0065619396519226341 0.0022559115103118728 -0.00055872141549895922 0.0070251847788070643 0.00093955199968499641 -0.0010471686298842541 0.0038733858847990635 0.0049562362891553743 -0.0029271101346239449 0.00063438983765550915 -0.00023022961210120808 0.0092632036789187366 0.0057643732352351609 -0.0017271525611210127 0.0051299309590831406 0.0037887926048686005 0.0046134270224931903 0.004253673425841111 0.0062034060391758031 0.001086770261273436 0.0090754282878090942 0.0033849883158867966 0.0048413581124304161 0.00445863148058942 0.0030102706828453183 0.0041209010454509041 -0.0010573288838548417
leaf_weight=31 242 22 26 30 37 21 30 26 32 20 82 29 31 33 21 22 23 20 118 22 27 58 23 30 437 766 42 209 578 33
leaf_count=31 242 22 26 30 37 21 30 26 32 20 82 29 31 33 21 22 23 20 118 22 27 58 23 30 437 766 42 209 578 33
internal_value=0 0.00394066 0.00308093 0.00325749 0.0030715 0.00289421 0.00304496 0.0027802 0.0024086 0.00455723 0.00273289 0.000861797 0.00327863 0.00252278 0.00663402 0.00315093 0.00150019 0.00173886 0.00313251 0.0015058 0.00125164 0.00417104 0.00413979 0.0041724 0.00411617 0.00430889 0.0063823 0.00421476 0.00439758 0.00384123
internal_weight=0 2787 589 563 533 502 481 451 373 78 341 77 264 182 41 48 334 311 149 291 269 2198 2176 2153 2095 1658 72 1586 1377 611
internal_count=3121 2787 589 563 533 502 481 451 373 78 341 77 264 182 41 48 334 311 149 291 269 2198 2176 2153 2095 1658 72 1586 1377 611
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=31
num_cat=0
split_feature=4 2 3 149 39 40 96 403 2 42 13 0 42 1 0 3 11 43 0 16 160 4 2 0 12 1212 43 1374 16 12
split_gain=0.146716 0.0537236 0.0362926 0.0292148 0.0282988 0.0416781 0.0246921 0.0366411 0.0530755 0.0297323 0.0310758 0.0287146 0.0278582 0.0255331 0.0391207 0.0241921 0.0220297 0.0578296 0.0329744 0.0547146 0.0387093 0.0327397 0.0264454 0.0315101 0.0277882 0.077805 0.0419244 0.0383931 0.0344634 0.0476659
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.0091949999999999983 -0.08440499999999998 0.086715000000000014 0.085515000000000022 0.25063000000000007 0.088670000000000013 0.05868000000000001 -0.036484999999999997 0.09858500000000002 0.12000500000000001 -0.26343999999999995 -0.0025099999999999996 1.0000000180025095e-35 -0.23714499999999997 -0.10474999999999998 -0.011989999999999999 0.08443500000000001 -0.0073899999999999999 -0.0091949999999999983 -0.072594999999999979 0.083785000000000012 0.040035000000000008 0.016310000000000002 0.088460000000000011 -0.062804999999999986 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 7 8 9 10 11 13 -11 14 -2 -14 18 -18 19 20 -7 -21 23 -20 25 26 -24 28 -26 -30
right_child=3 -3 -4 -5 5 16 -8 -9 -10 12 -12 -13 15 -15 -16 -17 17 -19 22 21 -22 -23 24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0067679948554823892 0.0007041991757297957 -0.00045472154143322827 0.0012696700386900025 0.0044875425652467779 0.001021589115068006 0.002393213318417989 -0.0021137250142849308 0.0053855830271329203 -0.0039095555024687206 -0.002827299902520071 -0.00027277118133497427 0.0061187709317259168 0.0027784255838819915 0.00055514910700730981 0.0057396750250417322 -0.0013437217664128791 8.7147467243282691e-05 0.0054628782118511902 0.0044285894159904939 0.0017028649350524776 0.0052996070279718952 -0.0031936709991317587 0.0046209372275701054 -0.00051987632853730073 0.0040148741584878972 0.009829539508144889 0.00037773077403051926 0.0079042662884430247 -0.00084890717688690994 0.0032776700915687035
leaf_weight=29 27 33 65 28 60 145 22 21 20 26 40 23 35 50 36 24 23 154 22 36 67 22 223 31 951 27 26 21 29 805
leaf_count=29 27 33 65 28 60 145 22 21 20 26 40 23 35 50 36 24 23 154 22 36 67 22 223 31 951 27 26 21 29 805
internal_value=0 0.003556 0.00360437 0.00138853 0.00366119 0.00362708 0.00112071 0.00135633 0.00105521 0.00143565 0.00217739 0.00289802 -0.000100167 0.00224247 0.00358161 0.00110162 0.00368763 0.00476434 0.00360839 0.00256716 0.00331174 -0.000154442 0.00374007 0.0015342 0.00379622 0.00473075 0.00417787 0.0036534 0.00360339 0.00313418
internal_weight=0 2769 2736 352 2671 2642 324 302 281 261 176 136 85 113 63 59 2582 177 2405 270 212 58 2135 53 2082 276 249 1806 1785 834
internal_count=3121 2769 2736 352 2671 2642 324 302 281 261 176 136 85 113 63 59 2582 177 2405 270 212 58 2135 53 2082 276 249 1806 1785 834
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 0 1 4 150 4 15 12 11 4 47 4 49 15 16 475 52 1 16
split_gain=30.3829 4.87865 2.71737 2.33821 1.73393 1.43369 0.953167 0.792601 0.730746 0.721861 0.577422 0.563461 0.435848 0.556455 0.385849 0.354305 0.316644 0.252127 0.236773 0.20165 0.164281 0.153048 0.150495 0.149005 0.130723 0.1121 0.108759 0.106741 0.100084 0.0990866
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.09253500000000002 0.15361500000000003 -0.10607499999999999 0.085605000000000014 0.0082450000000000006 1.0000000180025095e-35 0.40945500000000007 -0.095869999999999983 0.09141500000000001 1.0000000180025095e-35 -0.52556499999999995 0.090100000000000013 -0.036839999999999991 -0.053364999999999996 -0.040804999999999994 -0.073404999999999984 -0.06562999999999998 0.039215000000000007 0.14262000000000002 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 21 6 12 11 15 -6 -5 16 13 24 18 19 -4 -15 20 26 -14 -3 -2 -12 -1 -20 -7 -28 -13 -29
right_child=1 2 7 10 9 8 -8 -9 -10 -11 23 28 14 17 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00085724545330263682 0.00082476151077186353 0.00023363456491726746 0.00023974205544401034 0.00066653065718581513 0.00067214982733809466 0.00079094919643037012 0.0010107629562433045 0.00036620127553852854 0.0004180778961398303 0.00030938293930946612 0.00043753060966626994 -5.337298085980889e-06 0.00099448348961624447 0.00070300831819706839 0.0006755684816252349 0.00049251068301279751 5.3320763353195939e-05 0.00043794283170547188 0.00079814648392533981 0.00083128416321190802 0.0008151519751197347 0.0003782433492534938 0.00063586826101432446 0.00024620994202606257 0.00070214714466787541 0.00073597385308214205 0.00064957178279187564 0.00074482823222972222 -0.00015464707671346099 0.00061596697587676407
leaf_weight=45 50 191 50 34 71 42 76 34 39 30 34 28 20 22 97 30 117 37 209 49 1090 33 24 29 39 239 162 127 45 28
leaf_count=45 50 191 50 34 71 42 76 34 39 30 34 28 20 22 97 30 117 37 209 49 1090 33 24 29 39 239 162 127 45 28
internal_value=0 0.000288525 0.000229847 0.000758936 0.000351109 0.000771245 0.000795674 8.60143e-05 0.000675271 0.000564397 0.0004606 4.63211e-05 0.000786583 0.000682726 0.000795556 0.000698171 0.000109136 0.000536781 0.000803027 0.000713293 0.000818383 0.000254939 0.000763499 0.000349462 0.000785236 0.000764978 0.000697189 0.000684766 -9.73776e-05 0.00072155
internal_weight=0 673 599 2448 325 2351 1874 274 477 101 97 240 1798 143 1655 438 167 59 1558 408 1110 224 74 63 84 448 359 317 73 155
internal_count=3121 673 599 2448 325 2351 1874 274 477 101 97 240 1798 143 1655 438 167 59 1558 408 1110 224 74 63 84 448 359 317 73 155
is_linear=0
shrinkage=0.00196078


Tree=6967
num_leaves=31
num_cat=0
split_feature=4 2 12 1375 2 14 2 52 52 48 1 14 123 10 2 1 448 1 15 15 13 3 0 481 150 42 16 43 16 133
split_gain=0.182482 0.0586418 0.0312567 0.0306977 0.0342955 0.034334 0.0287832 0.0316599 0.0407158 0.0438201 0.0259469 0.0254916 0.0295457 0.0346115 0.0415192 0.0315483 0.0259198 0.0254813 0.0254632 0.0285784 0.0267704 0.0250791 0.0356634 0.0339533 0.0334384 0.0317056 0.0266546 0.0270138 0.0340302 0.0350122
threshold=0.27287000000000006 0.13622000000000004 1.0000000180025095e-35 -0.27302499999999996 -0.0091949999999999983 0.019675000000000002 0.092120000000000021 0.0046550000000000003 -0.091869999999999993 0.084485000000000018 0.15471500000000002 -0.47071999999999997 0.084880000000000025 0.09820000000000001 0.11548000000000001 0.11866500000000001 -0.05294999999999999 0.12165500000000001 -0.03241999999999999 0.101845 -0.06532499999999998 -0.13309499999999996 -0.14001499999999997 -0.051484999999999996 -0.091839999999999991 0.079510000000000011 -0.0068949999999999992 0.0051600000000000005 -0.0083599999999999976 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8 -10 11 -2 13 14 16 -14 -13 -16 20 -20 -3 23 -23 -4 -24 -25 27 28 29 -26
right_child=10 18 21 4 5 -7 7 -9 9 -11 -12 12 15 -15 17 -17 -18 -19 19 -21 -22 22 24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00040715048899469169 0.0043305313147357083 0.0009232267263277824 0.0014233677394010803 0.0013625476556528059 0.0046722820742175946 0.0069611274295796957 0.0037840113666682664 0.0046864568317687375 -0.0020580144433349941 0.0023835457498127405 -0.0012147863189290679 0.0010670370930297808 -0.0035200471958060837 -0.0017774414913054152 0.0024464192268039502 0.00096060097048228431 0.0050459414003853455 -0.00076938982238061726 -0.0029714251257246362 0.0017431926978234615 0.005079096402116721 -0.00016023498693747181 0.0080507782113272697 0.0047836395111517053 0.005776791945452356 0.0078446052340871621 0.0033536648689838282 0.0033596701548052076 0.0076812041833275758 0.0040859202914496854
leaf_weight=23 32 31 22 74 124 30 77 64 36 58 35 22 22 22 56 55 64 44 20 36 31 21 20 128 142 46 552 313 31 890
leaf_count=23 32 31 22 74 124 30 77 64 36 58 35 22 22 22 56 55 64 44 20 36 31 21 20 128 142 46 552 313 31 890
internal_value=0 0.00378632 0.00388341 0.00315868 0.00333582 0.0037112 0.00343962 0.00278919 0.0020791 0.000682523 0.00136906 0.00165434 0.00135386 0.00197335 0.002417 -0.000319584 0.00402808 0.00103146 0.00160507 5.94006e-05 0.00300116 0.0040461 0.00393872 0.00512486 0.00398291 0.00559286 0.00394071 0.00417621 0.00441664 0.00431858
internal_weight=0 2769 2651 486 463 389 359 235 171 94 352 317 285 208 186 77 86 100 118 56 62 2165 1969 196 1948 174 1928 1376 1063 1032
internal_count=3121 2769 2651 486 463 389 359 235 171 94 352 317 285 208 186 77 86 100 118 56 62 2165 1969 196 1948 174 1928 1376 1063 1032
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=31
num_cat=0
split_feature=4 2 3 49 150 15 149 15 479 12 11 16 4 52 10 159 106 401 401 42 403 13 403 42 3 150 1210 0 13 1212
split_gain=0.14781 0.051014 0.0368465 0.035013 0.0302131 0.0256936 0.0250794 0.0240629 0.0317133 0.0291543 0.0237492 0.0226553 0.0224327 0.0219223 0.0349594 0.0320029 0.021554 0.0212633 0.0301556 0.0601286 0.0492294 0.0341968 0.0300226 0.0262268 0.0306972 0.0747571 0.0519014 0.0411349 0.0362298 0.0479269
threshold=0.27287000000000006 0.17025000000000004 -0.07359499999999998 0.14321000000000003 0.12244500000000001 -0.15914499999999995 0.07770500000000001 0.11728000000000001 0.097110000000000016 0.13597000000000004 0.10334500000000001 -0.040964999999999994 -0.51253999999999988 0.039215000000000007 -0.074314999999999978 0.10620500000000001 0.085655000000000009 0.080710000000000018 0.093690000000000009 -0.088669999999999985 -0.012799999999999999 -0.087404999999999997 0.088465000000000002 -0.14609499999999997 -0.092174999999999993 0.081835000000000019 -0.07983999999999998 -0.091069999999999984 -0.089109999999999981 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 -1 13 8 16 11 12 -9 -7 14 -2 -15 -4 23 22 -20 -21 -22 -19 -14 25 26 -25 -28 29 -26
right_child=6 -3 3 -5 -6 10 -8 9 -10 -11 -12 -13 17 15 -16 -17 -18 18 19 20 21 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=0.0062041225071880037 -0.0028115505485662392 -0.00050057398832657122 0.0031838261498004861 0.00018484031710411526 -0.00059998040299185295 0.0063471744032276255 0.004103465674727756 0.0075644362322236708 -0.00088249482103579116 0.0014026050021956589 0.00021523125353269278 0.0040838744979717172 0.0054369650740494872 0.0038882312249580325 0.0009439786979648355 -0.00030509998822318658 0.00018848527129739523 0.0046915029518698401 -0.0008813804304024773 0.0085459857310455009 0.0021849575710426697 0.0063906656048292737 0.0092092578299343593 -0.0018037023970724217 0.00077989705356985069 -0.0027906810001392542 0.0055845606735601908 0.0027182376837995635 0.0038320970900528116 0.0061340636382478161
leaf_weight=40 28 33 615 45 22 31 28 32 21 22 20 45 68 52 216 28 25 38 23 26 58 29 24 21 82 24 64 230 1110 21
leaf_count=40 28 33 615 45 22 31 28 32 21 22 20 45 68 52 216 28 25 38 23 26 58 29 24 21 82 24 64 230 1110 21
internal_value=0 0.00340769 0.00345483 0.00289727 0.00305336 0.00369637 0.00123215 0.00315911 0.00294135 0.00461307 0.0036427 0.00553034 0.00367977 0.000984016 0.000513016 0.00242057 0.00306682 0.00363429 0.00461253 0.00377927 0.0047279 0.00358686 0.00644031 0.00351473 0.00343051 0.00258924 0.00299914 0.0033422 0.00366562 0.00187152
internal_weight=0 2769 2736 827 782 1909 352 760 661 99 1869 77 1849 324 244 80 640 1818 198 136 113 87 62 1620 1552 339 315 294 1213 103
internal_count=3121 2769 2736 827 782 1909 352 760 661 99 1869 77 1849 324 244 80 640 1818 198 136 113 87 62 1620 1552 339 315 294 1213 103
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 457 1 4 2 1 1 49 159 50 12 376 47 16 1 4 4 50 15 0 4 4 43 47
split_gain=10.2944 1.32802 1.05023 0.694187 0.585331 0.557877 0.33714 0.284936 0.255038 0.24244 0.236116 0.211283 0.187602 0.183747 0.166116 0.161472 0.135456 0.134384 0.14903 0.131064 0.150877 0.122868 0.122342 0.1077 0.102078 0.182392 0.0987914 0.0986056 0.0974661 0.0877392
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076975000000000002 0.080930000000000016 0.077845000000000011 0.27287000000000006 0.13501500000000002 0.12656000000000003 0.089770000000000016 -0.012034999999999999 0.084250000000000005 0.089465000000000017 0.087695000000000009 0.084145000000000011 0.10670500000000001 -0.039889999999999988 0.09253500000000002 0.42642000000000008 -0.51253999999999988 0.041865000000000006 -0.15914499999999995 -0.11173999999999999 0.27287000000000006 0.076415000000000025 -0.079914999999999986 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 13 9 12 10 -4 14 26 21 16 -2 17 19 22 18 -3 20 -14 -11 -1 -7 -24 27 -5 -26 -10 -15
right_child=1 5 8 7 -6 23 -8 -9 28 11 -12 -13 15 29 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00082888867194746063 0.00039949993730760088 0.00039095008708069616 0.00060626116975181913 0.00060871549153680075 0.00034510686698211254 0.00011545810709689178 0.00078504998835862846 0.00040021025260959803 0.00043020401352358492 0.00024335959579986641 0.00045629235074301462 0.00020193611284950643 0.000387650340558121 0.00068595480547644283 0.00026223484720890646 0.00066248282016449073 0.00064019110890952335 0.00028245597567981464 0.00055791109724937546 0.0006153352382522421 0.00056987018810088946 0.00041566832246733648 0.00080236190420282462 0.00026883336954011927 0.00051382864372375196 0.00067873970402001897 0.00046737337361692504 0.00067838570650886085 0.00027796730420713225 0.00056050580556607076
leaf_weight=20 20 61 28 385 74 75 75 34 61 26 48 86 25 34 37 135 694 24 31 126 58 41 23 23 42 714 20 21 22 58
leaf_count=20 20 61 28 385 74 75 75 34 61 26 48 86 25 34 37 135 694 24 31 126 58 41 23 23 42 714 20 21 22 58
internal_value=0 0.000343328 0.000630939 0.000639493 0.000480429 0.000280207 0.000656162 0.000573331 0.000444442 0.000321441 0.000586324 0.00026625 0.00065096 0.000569837 0.000376633 0.000609625 0.000660351 0.000413122 0.000447209 0.000575483 0.000514985 0.000348802 0.000677414 0.000151454 0.000673627 0.000669816 0.000601736 0.000568681 0.000389852 0.000606867
internal_weight=0 590 2531 2420 186 404 1933 487 111 306 453 153 1858 112 153 344 1514 116 92 209 83 67 820 98 800 777 405 63 83 92
internal_count=3121 590 2531 2420 186 404 1933 487 111 306 453 153 1858 112 153 344 1514 116 92 209 83 67 820 98 800 777 405 63 83 92
is_linear=0
shrinkage=0.00196078


Tree=6970
num_leaves=31
num_cat=0
split_feature=1 12 132 1 158 130 1 0 123 4 12 14 12 0 0 47 4 0 3 48 42 1208 42 473 158 52 52 0 4 2
split_gain=0.156844 0.0470774 0.0312301 0.0299609 0.0305679 0.0299899 0.023616 0.0327019 0.0271413 0.0242965 0.0288529 0.0286818 0.0311684 0.0444998 0.0215763 0.0211464 0.026479 0.0208437 0.0261524 0.0369194 0.0208284 0.0307301 0.0297187 0.0242212 0.0231085 0.0354015 0.0314564 0.0330593 0.02706 0.0251685
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.10060500000000001 0.08673500000000002 -0.050984999999999996 0.14860500000000001 -0.010949999999999998 0.11679000000000002 -0.031404999999999995 -0.10022999999999999 -0.41790499999999997 0.11586 -0.026509999999999995 0.056435000000000006 0.09717000000000002 0.41257000000000005 -0.079829999999999998 0.092670000000000016 0.016865000000000002 0.11457500000000002 0.099975000000000008 0.11720500000000002 -1.0000000180025095e-35 0.07968500000000002 0.11639500000000001 -0.04127999999999999 -0.09515499999999999 0.052250000000000012 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 -2 -11 -12 13 15 17 16 -13 18 -7 -20 23 22 -22 -3 28 26 27 -26 29 -25
right_child=6 20 -4 -5 -6 14 7 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0070098002057056887 0.0043950864521320908 0.0073182080237893382 -0.00062775585012367135 0.0020890328574869345 0.0069157857224345217 0.0033589356403782474 0.0011149113370186609 -0.0035726897238584406 -0.0015967449396038832 0.0041110012617168283 0.0039546765237381421 -0.0028157138811925855 0.0040090511996476426 -0.0044739882857538762 0.00013461316411849113 0.0028136890850873897 0.0012268265021618369 0.004544235659516691 -0.0026468540907808348 0.0032895833931185984 -0.0012967649133592521 0.0052308654261601943 0.0026686915991616985 0.0044633685277033321 0.0073972093251844246 0.00088319598386685054 0.0066414159171176313 0.0032151945344737493 0.0025933043745597541 0.0035860471989660352
leaf_weight=20 36 20 26 246 25 121 46 22 23 37 28 26 21 20 24 32 43 85 20 22 23 37 106 459 24 21 86 89 196 1137
leaf_count=20 36 20 26 246 25 121 46 22 23 37 28 26 21 20 24 32 43 85 20 22 23 37 106 459 24 21 86 89 196 1137
internal_value=0 0.00355461 0.00276066 0.00291714 0.00355977 0.00327244 0.00126143 -0.000401665 0.00168658 0.00199734 0.00158034 0.00102955 0.00045277 -0.000164436 0.00299763 0.000688941 -0.00029645 0.0032747 0.00261267 0.000462708 0.00376736 0.00269035 0.00196167 0.00385535 0.00382093 0.00478816 0.00520024 0.00410341 0.00370218 0.00383836
internal_weight=0 2787 589 563 317 292 334 68 266 243 207 170 142 121 272 101 69 248 163 42 2198 166 129 2032 2012 220 199 113 1792 1596
internal_count=3121 2787 589 563 317 292 334 68 266 243 207 170 142 121 272 101 69 248 163 42 2198 166 129 2032 2012 220 199 113 1792 1596
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=31
num_cat=0
split_feature=4 2 3 44 48 392 3 43 3 12 3 49 484 49 484 156 1452 1453 1375 1447 1456 1456 12 474 1429 16 15 1209 133 1429
split_gain=0.127114 0.0446807 0.0346013 0.0245428 0.031856 0.0240734 0.0235823 0.0241342 0.0382381 0.0347377 0.0280045 0.0328833 0.0216879 0.040713 0.0389269 0.0306535 0.0287827 0.025825 0.0323347 0.0285557 0.0414061 0.0354204 0.0268075 0.022558 0.0280637 0.048181 0.0633706 0.0287776 0.0367282 0.0292412
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 1.0000000180025095e-35 0.13983000000000004 0.091685000000000003 0.63141500000000017 -0.05647499999999999 -0.0025099999999999996 -0.07983999999999998 0.13524500000000003 1.0000000180025095e-35 -0.077099999999999988 0.094845000000000013 -0.069939999999999988 0.087120000000000017 0.10204000000000001 0.08154500000000002 0.083975000000000008 -0.085684999999999997 0.086095000000000019 0.089050000000000004 0.084735000000000019 0.11692000000000001 0.084770000000000012 0.26799500000000004 -0.0079099999999999986 0.083050000000000013 0.41307000000000005 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 7 8 -2 -9 11 -11 13 15 -14 17 23 18 19 20 -1 22 -21 24 27 26 -26 29 -29 -16
right_child=6 -3 -4 -5 -6 -7 -8 9 -10 10 -12 -13 14 -15 16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0038423063284426465 0.0014479618391086317 -0.00045180715705183424 0.00097028352176913859 0.005621026563458145 2.5770069429806125e-05 0.0065240396956062832 -0.0021465119742788375 0.0051384521227690483 -0.0023543832670456094 0.0013783089925440166 -0.00085610649384295517 0.0051709075972180942 -0.0012302965857088567 5.2882490854244681e-05 0.0030506556019137569 0.0073113559024228199 0.0060462606760639968 0.007136085496555704 0.00021095786942169071 0.0062273169023683295 0.009556898858309501 -0.00029340201607820664 0.0032348945104916185 0.0062708433603604688 0.0027115972371282594 0.0052030168962664903 -0.0024443155678454788 0.0049603149376232711 0.00059751882376572621 0.0065640535147394987
leaf_weight=32 87 33 65 45 30 23 20 31 38 108 39 29 20 24 1826 31 35 24 24 40 21 22 119 23 59 30 40 157 22 24
leaf_count=32 87 33 65 45 30 23 20 31 38 108 39 29 20 24 1826 31 35 24 24 40 21 22 119 23 59 30 40 157 22 24
internal_value=0 0.00320582 0.00324994 0.00330541 0.00326573 0.00330317 0.00118833 0.00138923 0.000292049 0.00205178 0.0015081 0.00218112 0.00327438 0.00402222 0.00316167 0.00432658 0.00320131 0.00399847 0.0037066 0.00406512 0.00610658 0.00346735 0.00398771 0.00315565 0.00312245 0.00169226 0.0006284 0.00321338 0.00442411 0.00309623
internal_weight=0 2769 2736 2671 2626 2596 352 332 125 207 176 137 2573 337 2236 313 2216 282 258 234 53 181 159 2181 2158 129 99 2029 179 1850
internal_count=3121 2769 2736 2671 2626 2596 352 332 125 207 176 137 2573 337 2236 313 2216 282 258 234 53 181 159 2181 2158 129 99 2029 179 1850
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 2 1 1 2 1 4 4 2 50 1 1 2 1 4 1 52 49 1 481 16 475
split_gain=22.3676 3.40401 1.89025 1.8604 1.19522 1.14575 0.74076 0.717273 0.632504 0.556192 0.510705 0.307206 0.393329 0.290751 0.286521 0.27245 0.216817 0.212888 0.203977 0.189621 0.161345 0.156727 0.143035 0.140487 0.138722 0.116564 0.0922129 0.0907018 0.0884789 0.0854763
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.10613000000000002 0.09253500000000002 0.089770000000000016 0.090425000000000019 0.122715 -0.15289999999999995 0.27287000000000006 -0.0091949999999999983 0.041865000000000006 0.13075500000000004 0.12000500000000001 0.089525000000000007 0.12958500000000003 -0.036839999999999991 0.13288500000000003 -0.56176499999999996 -0.053364999999999996 0.15964000000000003 -0.0066299999999999996 0.11346000000000002 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 7 19 11 15 21 -5 20 16 22 -11 24 -13 26 -4 -3 -1 -8 -2 -16 -7 -12 -6 -22 -10 -26
right_child=1 4 18 10 17 8 9 -9 28 14 25 12 -14 -15 23 -17 -18 -19 -20 -21 27 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0035381857259986515 0.0035382768500084971 0.003026636745415482 0.003106183242174535 0.0034151870280401102 0.0027997642774358722 0.0035643953903048645 0.0033574110702659847 0.0037070344968230854 0.003121919635554065 0.0032716398613125666 0.0031948920420984358 0.0032936568861828843 0.0032099989470720084 0.0032397349836698975 0.0030456407710156758 0.0032241628663000153 0.0034920340206039068 0.0029631836022366944 0.0028922989769698745 0.002838628896275802 0.003567411824112542 0.0031386632895937152 0.0033987820615955424 0.0028772514452908766 0.0035410775523893635 0.003025674956968461 0.0026543941034380433 0.0034839223592929079 0.0032908751046593814 0.0034284062112426494
leaf_weight=1018 50 30 60 34 62 36 34 76 26 20 34 23 23 29 142 22 268 26 24 66 57 20 65 22 28 29 23 409 22 343
leaf_count=1018 50 30 60 34 62 36 34 76 26 20 34 23 23 29 142 22 268 26 24 66 57 20 65 22 28 29 23 409 22 343
internal_value=0 0.00308401 0.00327883 0.00348763 0.00298419 0.00349861 0.00304278 0.00352045 0.00341281 0.00310142 0.00322152 0.00351256 0.00345684 0.00341519 0.00305007 0.0034367 0.00347635 0.00280792 0.00304507 0.00289738 0.00352435 0.00327639 0.00345943 0.00302305 0.00344819 0.003117 0.00276043 0.00349413 0.00319936 0.00343691
internal_weight=0 673 228 2448 445 2351 334 1874 477 238 97 1798 314 144 184 429 291 111 84 96 1484 54 115 164 407 63 85 466 48 371
internal_count=3121 673 228 2448 445 2351 334 1874 477 238 97 1798 314 144 184 429 291 111 84 96 1484 54 115 164 407 63 85 466 48 371
is_linear=0
shrinkage=0.00196078


Tree=6973
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 2 4 14 12 1 4 0 15 52 4 49 12 50 2 1 12 40 0 43 15 51 2 0
split_gain=14.5961 2.52991 1.11104 1.05955 0.749181 0.650103 0.496191 0.602211 0.55371 0.464269 0.376859 0.372699 0.344321 0.376291 0.305688 0.235586 0.26133 0.221122 0.164075 0.162887 0.15962 0.128675 0.12771 0.127549 0.122853 0.122212 0.11767 0.11696 0.112969 0.104088
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.11362000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.089410000000000003 0.09253500000000002 0.018150000000000003 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.24564500000000003 -0.054984999999999992 0.088305000000000008 0.041865000000000006 0.094835000000000017 0.11654500000000001 0.13597000000000004 -0.077474999999999988 -0.16360999999999995 -0.078139999999999973 -0.089964999999999976 -0.031924999999999995 0.11411 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 9 23 -8 -9 12 -7 20 13 14 -1 16 27 -2 29 26 -4 25 -12 -3 -16 -10 -6 -14 -5 -15
right_child=1 4 11 28 19 10 7 8 21 -11 22 -13 15 18 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084649291082074501 0.00052928126941912215 0.00034978183683413586 0.0008183704555229424 0.00052488941723614728 0.00021143336310794876 0.00039917361630382493 0.00070350949135091574 0.00066284797198715661 0.00030245642260250973 0.00092251430677020151 0.00071652413734576612 0.0004826668311629568 0.00055703193796702928 0.00081391475894294647 0.00064216704150430511 0.00077858882178278525 0.00045800082976539715 0.00073901624661020481 0.00077115198029075241 0.00034567455407850115 0.00061876585013141813 0.00030441138387529872 0.00056847085607569423 0.00020680789971405886 0.00045049862922443186 0.0004520714150355327 4.4866094484828985e-05 0.00071785831869146095 0.00037481987753513725 0.00071148097551628658
leaf_weight=22 23 47 24 30 63 20 30 28 29 85 112 66 21 820 36 100 22 121 888 26 43 75 28 49 20 76 22 101 54 40
leaf_count=22 23 47 24 30 63 20 30 28 29 85 112 66 21 820 36 100 22 121 888 26 43 75 28 49 20 76 22 101 54 40
internal_value=0 0.000435474 0.000761523 0.000603427 0.000349422 0.000771535 0.000395802 0.000443801 0.000406343 0.000780489 0.000650946 0.000587247 0.000774657 0.000783901 0.000650652 0.000705476 0.000654704 0.000705517 0.000789847 0.000209864 0.000690266 0.000366442 0.000686913 0.000276806 0.000573714 0.000410749 0.000168322 0.000690175 0.000428416 0.00080915
internal_weight=0 673 2448 228 445 2315 334 238 208 2155 160 133 2070 1826 78 244 144 144 1748 111 67 180 140 96 56 105 85 122 84 860
internal_count=3121 673 2448 228 445 2315 334 238 208 2155 160 133 2070 1826 78 244 144 144 1748 111 67 180 140 96 56 105 85 122 84 860
is_linear=0
shrinkage=0.00196078


Tree=6974
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 1 2 49 2 1 150 2 2 12 4 159 376 0 4 3 15 16 51 2 15 0 3
split_gain=26.1244 4.0633 2.20016 1.81146 1.40129 1.23422 0.948864 0.714434 0.546588 0.516141 0.46479 0.455547 0.395078 0.367736 0.335207 0.27476 0.256135 0.291293 0.250694 0.247831 0.214756 0.194215 0.189754 0.180805 0.180023 0.179754 0.17196 0.163107 0.139601 0.13866
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.11690500000000002 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.13501500000000002 -0.054984999999999992 0.15361500000000003 0.089770000000000016 1.0000000180025095e-35 0.090050000000000005 -0.0091949999999999983 0.090545000000000014 -0.51843499999999987 0.082585000000000006 0.080200000000000007 0.14486500000000005 0.022185000000000003 0.086245000000000016 1.0000000180025095e-35 -0.061854999999999993 -0.087719999999999979 0.11411 -0.41942499999999994 -0.010949999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 18 12 11 -4 13 -2 -7 16 20 15 -14 17 -1 -3 24 21 -6 -19 29 -9 -24 -5 -28 -11 -18
right_child=1 5 8 26 9 7 -8 19 -10 28 -12 -13 14 -15 -16 -17 23 22 -20 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013440725032021019 0.00070995474488292612 0.00068925520728279211 0.00096629050140287361 0.00072217045583171781 0.0010550172923908243 0.0004322900655585647 0.001300611620832241 0.00056916055446064556 0.00065780414591279314 0.00086873373045121406 0.0010140313476377206 0.00023112705368662388 0.00083415942347568009 0.00076561801122897622 0.00082832971432556706 0.0010575096333095609 0.00084945980386406765 0.0011107426997077404 0.00050721933163694799 0.00041305747248378456 0.00081917284365325041 0.00095854701894317182 0.0011242918640959497 0.0010877106769217387 0.00079973290236912923 0.00087903478225461796 0.00063707473876107137 0.00042095540200962739 0.00065557504095394524 0.0010234054292502324
leaf_weight=20 23 124 34 30 215 149 79 30 63 27 121 61 23 26 32 267 20 1051 38 20 22 128 20 225 23 27 29 25 21 148
leaf_count=20 23 124 34 30 215 149 79 30 63 27 121 61 23 26 32 267 20 1051 38 20 22 128 20 225 23 27 29 25 21 148
internal_value=0 0.000619127 0.00105533 0.000831978 0.00106727 0.000510071 0.00109021 0.000431943 0.000765933 0.000967366 0.000965464 0.000373857 0.00108114 0.000990922 0.00101878 0.0010398 0.00109443 0.00110956 0.000646555 0.000599039 0.00100697 0.00101902 0.00110529 0.00105137 0.00066922 0.000983399 0.000603145 0.000537019 0.000775477 0.0010027
internal_weight=0 673 2448 228 2351 445 1912 283 97 439 144 210 1833 391 322 290 1511 1118 162 73 365 343 1098 393 53 47 84 54 48 168
internal_count=3121 673 2448 228 2351 445 1912 283 97 439 144 210 1833 391 322 290 1511 1118 162 73 365 343 1098 393 53 47 84 54 48 168
is_linear=0
shrinkage=0.00196078


Tree=6975
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 1 4 2 2 4 0 1 160 0 16 2 4 1 15 131 15 4 3 12 474 1 42
split_gain=12.8007 2.18196 1.40338 1.01601 0.747414 0.628399 0.388018 0.363597 0.301777 0.275296 0.271277 0.253122 0.292595 0.240101 0.266042 0.164398 0.150071 0.191444 0.146082 0.141132 0.16409 0.13189 0.124612 0.159156 0.121547 0.120817 0.119507 0.11494 0.111557 0.0991455
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.095545000000000005 0.076975000000000002 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.13501500000000002 0.14285500000000004 0.27834500000000006 -0.10096999999999999 0.085605000000000014 -0.067824999999999983 -0.14723999999999998 -0.059624999999999991 0.094835000000000017 -0.013514999999999998 0.093100000000000002 -0.097454999999999986 0.082750000000000004 -0.41942499999999994 0.0082450000000000006 0.31534000000000006 0.090285000000000018 0.10008000000000002 0.10171500000000001 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 13 11 18 -6 19 12 -4 14 16 -14 -1 -18 -5 27 26 -16 23 -13 29 -25 -21 -7 -10 -15
right_child=1 2 7 8 9 10 -8 -9 28 -11 -12 22 15 24 21 -17 17 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087634220390635372 0.00076595261996713836 0.00043582620818015193 0.00048023644945260685 0.00080153830714669878 0.00070047387463362937 0.00073795461530757277 0.00092716706039621668 0.00049124805722632428 0.00054590872533738933 0.00048512196676297624 0.00055007332118388211 0.00028699303261225413 0.00042644462183765743 0.00079729056892397388 0.00070979889007467844 0.00023807929115650538 0.00078683060445689846 0.00055843042948889351 0.0006105857760493839 0.00078522169368856461 0.00054022421845293766 0.00051995169300469968 0.00034469114643905093 0.00018642532404328295 0.00069962071548207211 -8.8600727036442302e-06 0.0006762227533024498 0.00089200661462896012 0.00036929371821529727 0.00075904809869879384
leaf_weight=32 76 231 39 24 74 270 69 37 44 33 39 29 23 1106 24 79 43 21 43 51 27 34 20 29 62 21 160 20 20 341
leaf_count=32 76 231 39 24 74 270 69 37 44 33 39 29 23 1106 24 79 43 21 43 51 27 34 20 29 62 21 160 20 20 341
internal_value=0 0.00045252 0.000413787 0.000754969 0.00049858 0.000764539 0.000783087 0.000310321 0.000587007 0.000634057 0.000707881 0.000282428 0.000335785 0.000777109 0.000703359 0.000280554 0.000766705 0.000711887 0.000678987 0.000719538 0.000684151 0.000598509 0.000206433 0.000171431 0.000784636 0.000104405 0.000702568 0.000748579 0.000490717 0.000788278
internal_weight=0 691 615 2430 338 2299 1732 277 131 107 567 240 141 1663 154 102 96 64 67 528 238 58 99 79 1509 50 211 290 64 1447
internal_count=3121 691 615 2430 338 2299 1732 277 131 107 567 240 141 1663 154 102 96 64 67 528 238 58 99 79 1509 50 211 290 64 1447
is_linear=0
shrinkage=0.00196078


Tree=6976
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 1 2 1 2 150 2 50 12 4 3 3 47 15 15 131 3 39 3 4 42
split_gain=15.1637 2.62521 1.50887 1.28418 0.924663 0.692529 0.561851 0.445011 0.424446 0.48363 0.408025 0.372206 0.238489 0.299881 0.22854 0.191432 0.171091 0.136346 0.183739 0.130914 0.124827 0.122445 0.11859 0.104595 0.103309 0.0977164 0.092732 0.090741 0.0918122 0.0880528
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.092845000000000025 0.14285500000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.086295000000000011 0.090545000000000014 -0.51253999999999988 -0.13927999999999999 0.090900000000000009 0.090100000000000013 -0.41942499999999994 1.0000000180025095e-35 0.091440000000000007 -0.017889999999999996 0.093755000000000019 -0.096099999999999977 0.022185000000000003 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 21 6 12 -6 9 -4 -5 14 17 15 19 -14 22 18 -1 -7 -20 -3 -10 29 -2 -11 -24 -21 -29 -19
right_child=1 2 8 10 7 11 -8 -9 16 25 -12 -13 13 -15 -16 -17 -18 23 20 27 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00097235853320298967 0.00081082636094127942 0.00037499980872710329 0.00046606684063607351 0.00069099720755012558 0.00069357595781895044 0.00080402923075177104 0.00094138617839729574 0.00039688672288847721 0.00022611836628878818 0.00033544015502283241 0.00042918952589769379 0.00050901208267687195 0.00056562200410947372 0.00050504001275098733 0.00054373696257719424 0.00075186331785337694 0.00032978939446960963 0.00074513474408194986 0.00079107917897996093 0.00058719322707850201 0.00067365414864730604 0.00050610674079507587 1.1858169141216386e-05 0.00077493824148498693 0.0006458569098921383 0.00020373016407777071 0.00017508335910953473 0.00074285427693352205 0.00067589804599966076 0.00064869102384014835
leaf_weight=21 54 190 63 37 77 62 76 26 35 32 60 39 23 23 30 274 22 95 1049 23 36 32 32 218 20 67 23 187 136 59
leaf_count=21 54 190 63 37 77 62 76 26 35 32 60 39 23 23 30 274 22 95 1049 23 36 32 32 218 20 67 23 187 136 59
internal_value=0 0.000417821 0.000374778 0.000750149 0.000465138 0.000759271 0.000776249 0.000618684 0.000267599 0.000331767 0.000529054 0.000692568 0.000769269 0.000720737 0.000708912 0.000737441 0.000174785 0.000779777 0.000790699 0.000721057 0.000787183 0.000393898 0.000136895 0.000747304 0.00076624 0.000246303 8.0116e-05 0.000706189 0.000714662 0.000708186
internal_weight=0 673 599 2448 325 2351 1874 103 274 162 97 477 1798 320 438 297 112 1478 1106 408 1085 222 90 372 74 99 55 346 323 154
internal_count=3121 673 599 2448 325 2351 1874 103 274 162 97 477 1798 320 438 297 112 1478 1106 408 1085 222 90 372 74 99 55 346 323 154
is_linear=0
shrinkage=0.00196078


Tree=6977
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 14 124 3 2 1 13 14 43 131 131 4 12 15 2 1456 133 3 133 49 16 49 3 4
split_gain=0.414525 0.0992174 0.0577547 0.0550834 0.0491846 0.0761779 0.0444194 0.03771 0.0384787 0.0365464 0.0319961 0.031728 0.0265367 0.0257646 0.0383642 0.0257055 0.0252734 0.0284848 0.0251446 0.0246742 0.0242766 0.0242705 0.0493915 0.0364278 0.0366191 0.0328146 0.0399205 0.0544706 0.0440342 0.0343504
threshold=0.10337500000000001 -0.42635499999999998 0.14262000000000002 0.087770000000000015 0.10467500000000002 -1.0000000180025095e-35 0.22582000000000002 0.062655000000000016 -0.076779999999999987 -0.014944999999999998 0.25063000000000007 0.11507500000000002 -0.014169999999999999 -0.47013499999999991 0.0041500000000000009 0.09031500000000002 0.093840000000000021 0.51164000000000009 0.096475000000000019 0.090455000000000021 0.13404500000000005 0.056265000000000009 0.11269500000000002 -0.085784999999999986 0.085265000000000021 -0.0083799999999999986 -0.016164999999999995 -0.069799999999999987 -0.082484999999999989 -0.020529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 15 3 4 5 9 7 8 -1 11 16 -3 -11 -6 -15 -2 17 -4 -7 -9 21 25 23 24 -23 26 27 28 -10 -28
right_child=1 2 10 -5 13 18 -8 19 20 12 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0064320798738415107 0.010161611791384424 0.0093424066292265278 0.0036404158241566623 0.010691860109694641 0.0080812340930358269 0.010566040379926563 0.0039416511055259482 0.012017872409698755 0.0043724194097404297 0.0048164075412052247 -0.000349334953352809 0.0040445735096000133 0.00031621866044588391 0.0048574195595652032 0.00041586520549442087 0.0062203939690295123 0.00094706501113250852 0.0080561303544700851 0.0073077253247611218 0.0086516716223406162 0.0063401668036628216 0.010066601483812256 0.0053540666131690765 0.0092805502220376663 0.015269541119535766 0.0086614902758657044 0.011294712685048581 0.0028655474804140427 0.0095855526245729791 0.0076656569793288193
leaf_weight=88 59 26 48 22 22 45 21 51 26 38 20 20 20 263 21 23 20 21 50 38 48 31 24 134 24 1692 34 37 43 112
leaf_count=88 59 26 48 22 22 45 21 51 26 38 20 20 20 263 21 23 20 21 50 38 48 31 24 134 24 1692 34 37 43 112
internal_value=0 0.00578234 0.00536025 0.00579363 0.00558024 0.00680402 0.00852065 0.00856102 0.00848263 0.00493406 0.00326489 0.007039 0.00326462 0.00478438 0.00452899 0.00905615 0.00407708 0.00498433 0.00885114 0.0105806 0.00856447 0.00861397 0.00962735 0.01017 0.012337 0.00850293 0.00743834 0.0059612 0.00762118 0.00851078
internal_weight=0 718 636 527 505 199 2403 2382 2293 104 109 46 58 306 284 82 89 69 95 89 2205 2157 213 189 55 1944 252 106 69 146
internal_count=3121 718 636 527 505 199 2403 2382 2293 104 109 46 58 306 284 82 89 69 95 89 2205 2157 213 189 55 1944 252 106 69 146
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=31
num_cat=0
split_feature=1 155 3 148 48 47 51 12 4 0 475 3 2 401 4 3 1208 1210 1 11 12 160 16 51 150 48 51 16 13 1451
split_gain=0.336186 0.0880695 0.0561762 0.0420027 0.042721 0.0418404 0.0601567 0.0391775 0.0369172 0.0350579 0.0394317 0.0358572 0.0333006 0.0323904 0.0511529 0.0722846 0.0364674 0.0511407 0.0305806 0.0300514 0.0289604 0.0343896 0.0277236 0.0275725 0.02756 0.030655 0.0422071 0.0471014 0.0380759 0.0269662
threshold=0.10312500000000001 0.11245500000000001 0.31370500000000007 -0.095079999999999984 -0.086869999999999989 0.078345000000000012 0.10532000000000001 -0.42850999999999995 0.40124500000000002 -0.072269999999999987 0.042980000000000011 0.092670000000000016 1.0000000180025095e-35 0.080710000000000018 -0.50052499999999989 -0.13927999999999999 0.099975000000000008 -0.065674999999999983 0.14173500000000003 1.0000000180025095e-35 0.11734000000000001 -0.076689999999999994 0.41221000000000008 -0.14660499999999996 0.10375000000000002 0.085130000000000025 -0.20636999999999997 -0.42170999999999997 -0.039649999999999998 0.088880000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 6 20 -4 9 11 13 19 -7 14 15 -11 17 -16 -9 22 21 -6 23 -1 25 26 -23 -28 -29 -25
right_child=1 -3 7 4 5 12 -8 18 -10 10 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 24 -24 29 -26 -27 27 28 -30 -31
leaf_value=0.010719648793871914 0.00090064022778755149 0.0089620081129772912 0.0054700895199286089 0.0098808970612784229 0.0057382583160991395 0.007748721924610436 0.0087695100027221171 0.0029694281369725211 0.0035975802435793663 0.014124508841301909 0.011310648969229078 0.0053703916491940618 0.0047530216752882989 0.0039368915673647382 0.0012287023477256299 0.0075300636139753116 0.0095248105317088105 0.0064568784476482666 -0.0014287570740561934 0.0098441202367420301 0.0073732984651412288 0.0060103405595079741 0.0043691020070003687 0.0078399652409281706 0.0057420464692404492 0.0048714818574327814 0.0040977098496089619 0.0019806268573221235 -0.0026513762520127267 0.011533910473808646
leaf_weight=35 21 58 35 21 84 100 33 43 22 22 20 54 59 37 20 68 35 290 25 83 28 22 22 1663 40 53 37 36 35 20
leaf_count=35 21 58 35 21 84 100 33 43 22 22 20 54 59 37 20 68 35 290 25 83 28 22 22 1663 40 53 37 36 35 20
internal_value=0 0.0052233 0.00490061 0.00528961 0.0054578 0.00528155 0.00469586 0.00275165 0.0076751 0.00771296 0.00696158 0.00790992 0.00663711 0.0067773 0.0070189 0.00914204 0.00646504 0.00611958 0.00135245 0.00798514 0.00429458 0.00401378 0.00789646 0.00794163 0.0033642 0.00284446 0.00201806 0.00120481 -0.000302755 0.00788386
internal_weight=0 730 672 569 548 527 368 103 2391 2369 492 1877 159 472 435 90 345 310 68 1823 335 307 1740 1718 223 183 130 108 71 1683
internal_count=3121 730 672 569 548 527 368 103 2391 2369 492 1877 159 472 435 90 345 310 68 1823 335 307 1740 1718 223 183 130 108 71 1683
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=31
num_cat=0
split_feature=1 155 1 2 9 457 45 0 123 0 0 10 16 156 14 1 3 129 48 11 1429 157 3 1373 1373 43 0 13 3 132
split_gain=0.273448 0.0804074 0.046901 0.0408185 0.0668014 0.04367 0.0434218 0.0402895 0.034227 0.0312611 0.0308955 0.0294466 0.0281918 0.0381583 0.0314692 0.0397203 0.0364211 0.0308451 0.0363623 0.0475601 0.0440889 0.0544625 0.0287951 0.0295154 0.0302028 0.0279177 0.0384231 0.0264729 0.0352968 0.0265188
threshold=0.10124500000000002 0.11245500000000001 0.14860500000000001 0.10252500000000002 -1.0000000180025095e-35 0.083415000000000017 0.10331000000000001 0.22582000000000002 0.11679000000000002 0.024095000000000002 -0.010949999999999998 -0.0087699999999999983 0.013515000000000001 -0.031569999999999994 0.062655000000000016 0.084165000000000004 -0.14989499999999997 0.090180000000000024 0.091545000000000015 0.078065000000000009 0.083810000000000009 -0.04831499999999999 0.090900000000000009 0.086880000000000013 0.078175000000000008 -0.096754999999999994 -0.082619999999999985 0.11596500000000001 -0.15713499999999997 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 11 9 8 12 27 -6 -4 -2 14 -14 16 -16 -1 18 19 20 21 -15 23 24 -18 -23 -27 28 -5 -30
right_child=1 -3 10 6 5 -7 -8 -9 -10 -11 -12 -13 13 17 15 -17 22 -19 -20 -21 -22 25 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0029263431428089032 0.0049245676943766225 0.0080981754866970186 0.0034258174196229842 0.0077886857128200626 0.0075484628070134133 0.0022506718279882557 0.0080596003700047734 0.0024593965429812671 -0.00016863439121239242 0.0034433021564923582 -0.0011304773506708443 0.0007275005351402797 0.0086151559530633446 0.010283920491180782 0.0076427789999449509 0.012873990306009851 0.0071881188579852083 0.0026894959957442354 0.0034668844957857141 0.010395404445168017 0.0029187324821848323 0.0082304465123547287 0.0047979650627194836 0.0035480686515008777 0.011097622448578478 0.0019812173613060553 0.0060880827624793677 0.00099853445361885768 0.004210254601350734 0.00042716725263744595
leaf_weight=21 35 66 46 26 159 21 25 20 21 21 22 32 62 35 47 21 1652 27 44 29 37 49 52 22 20 26 184 27 252 20
leaf_count=21 35 66 46 26 159 21 25 20 21 21 22 32 62 35 47 21 1652 27 44 29 37 49 52 22 20 26 184 27 252 20
internal_value=0 0.0047601 0.00444848 0.00471418 0.00565455 0.00656606 0.00403489 0.00692853 0.00374408 0.00706953 0.00195172 0.00292 0.00696692 0.00629555 0.0071473 0.0092583 0.00706606 0.00596187 0.00618057 0.00651224 0.00617203 0.00658146 0.00711585 0.007187 0.00723488 0.00608112 0.00557961 0.0039969 0.00426857 0.00393209
internal_weight=0 773 707 639 268 201 371 2348 346 180 68 67 2328 493 1835 68 1767 431 404 360 331 294 1746 1694 1672 259 210 325 298 272
internal_count=3121 773 707 639 268 201 371 2348 346 180 68 67 2328 493 1835 68 1767 431 404 360 331 294 1746 1694 1672 259 210 325 298 272
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 4 2 47 14 1 2 2 1 0 12 12 2 4 14 4 475 47 160 2 15 4 15 0 13 160
split_gain=14.2531 1.87562 1.54582 1.43089 1.02346 0.64859 0.645268 0.625221 0.468637 0.433953 0.36479 0.281207 0.241205 0.217483 0.206742 0.178678 0.177954 0.1477 0.141093 0.136528 0.131171 0.129636 0.16441 0.128395 0.123867 0.12078 0.113016 0.136129 0.108623 0.105301
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.40124500000000002 0.10060500000000001 0.13082500000000002 0.076175000000000007 0.09253500000000002 0.14122000000000004 0.25063000000000007 0.089625000000000024 -0.13027499999999997 0.085885000000000017 0.087830000000000005 0.14019000000000004 -0.51253999999999988 -0.42495999999999995 -0.036839999999999991 -0.069854999999999987 0.08265500000000002 1.0000000180025095e-35 0.095545000000000005 -0.077219999999999983 0.42642000000000008 -0.15914499999999995 -0.11173999999999999 -0.28558999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 6 19 8 11 12 -4 13 25 15 -8 21 17 18 -1 -2 -5 -15 22 -14 -17 -20 28 -19 -28 -3 -27
right_child=1 7 9 5 -6 -7 10 -9 -10 -11 -12 -13 14 20 -16 23 -18 26 24 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.00097913217602991587 0.00055828417340914407 0.00024547160785718292 0.00071593432063118674 0.0008477361251910527 0.00047512984353732443 0.00042566938975419728 0.00055431053884457272 0.00051016118507197941 0.00093709942416654796 0.00044996724597993988 0.00053030782014430841 8.3799978485811502e-05 0.00047698726520773875 0.0008166307134506029 0.00075988335939899791 0.00078157633315072974 0.00026747195425262627 0.00094113722200097607 0.00036922558810801903 0.00069380864918978642 0.00071988567751662741 0.0007628017966760034 0.00071345483190288727 0.00070777964107313486 0.00048032243805241448 0.00033170363578914765 0.0007147716058211194 0.00081192029135749352 0.00043612424914570241 0.00019584489788166155
leaf_weight=20 29 20 34 32 45 33 27 38 79 77 41 38 26 65 272 564 29 24 105 72 315 22 20 108 61 31 60 732 27 75
leaf_count=20 29 20 34 32 45 33 27 38 79 77 41 38 26 65 272 564 29 24 105 72 315 22 20 108 61 31 60 732 27 75
internal_value=0 0.000419272 0.000757695 0.000507325 0.000768073 0.000665174 0.000773624 0.000280465 0.000789207 0.000531435 0.000706594 0.000234766 0.000782885 0.000724352 0.000735708 0.000793522 0.000410783 0.000812658 0.000432095 0.000741171 0.000736434 0.000639006 0.000579799 0.000769716 0.00041005 0.000272261 0.000808578 0.000804561 0.000354995 0.000235577
internal_weight=0 590 2531 361 2420 137 2375 229 1927 111 448 191 1848 407 340 1508 224 836 195 104 380 68 46 672 166 153 816 792 47 106
internal_count=3121 590 2531 361 2420 137 2375 229 1927 111 448 191 1848 407 340 1508 224 836 195 104 380 68 46 672 166 153 816 792 47 106
is_linear=0
shrinkage=0.00196078


Tree=6981
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 2 3 3 132 1 1 1 12 1 151 11 0 43 49 0 16 16 42 4 51 3
split_gain=14.3185 2.36263 1.60653 1.26696 0.831931 0.810544 0.48506 0.460972 0.391405 0.360205 0.344324 0.410869 0.294819 0.291713 0.180252 0.167327 0.152743 0.146792 0.135532 0.119927 0.11608 0.116097 0.119202 0.108013 0.108447 0.202838 0.148919 0.103598 0.102211 0.0965927
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.11474000000000002 0.089885000000000007 0.30112000000000005 0.12745000000000004 0.10365500000000001 0.09253500000000002 0.13146500000000003 0.085345000000000018 0.082480000000000012 0.14754500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.22491999999999998 0.0010100000000000003 0.10084500000000002 -0.14723999999999998 0.013515000000000001 0.083160000000000026 0.086555000000000007 -0.036839999999999991 -0.22411499999999998 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 -3 6 7 9 -6 15 11 14 17 -5 -4 23 18 -12 -17 -8 -11 22 28 -1 -25 -26 -27 -2 -22 -23
right_child=1 2 10 13 8 -7 19 -9 -10 20 12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 29 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00096705514134145252 0.00083543626145989286 0.00043890319916873254 0.000425298340364475 0.00070376880939581547 0.00072235627456084135 0.00053388186714465853 0.00082258513146171383 0.00051548092632122287 0.00044410998243304761 0.00063080263804960867 0.00019942678156353177 0.00053649342376551246 0.00037269379411424914 0.00047840507746837308 0.00026527299057091847 0.00056573600539814759 0.00079322637067854695 1.7138598935011236e-06 0.00075352523646323518 0.0009842262650821723 0.00090372192592513996 0.00061498786549733461 0.00071953123149643577 0.00082857811424658318 0.00058758986668607329 0.00087344036993708418 0.00066938226494719 0.0006787142418081465 0.00078174727762747012 0.00073838981695721314
leaf_weight=20 50 222 36 34 77 48 25 24 26 27 42 37 28 63 109 22 389 22 45 60 28 28 119 776 21 44 20 24 466 189
leaf_count=20 50 222 36 34 77 48 25 24 26 27 42 37 28 63 109 22 389 22 45 60 28 28 119 776 21 44 20 24 466 189
internal_value=0 0.000454072 0.000413238 0.000777005 0.000506476 0.000786066 0.000791322 0.000785752 0.000652119 0.000788708 0.000302645 0.000352065 0.000204881 0.000557399 0.000305003 0.000808823 0.000778333 0.000131463 0.000691863 0.000936685 0.000757328 0.000761443 0.000775241 0.000824604 0.000821295 0.000754805 0.000809672 0.000784607 0.000788661 0.000722467
internal_weight=0 673 599 2448 325 2351 2303 2218 103 2194 274 182 92 97 145 1337 456 64 67 85 857 830 613 881 861 85 64 74 494 217
internal_count=3121 673 599 2448 325 2351 2303 2218 103 2194 274 182 92 97 145 1337 456 64 67 85 857 830 613 881 861 85 64 74 494 217
is_linear=0
shrinkage=0.00196078


Tree=6982
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 42 4 14 48 49 2 0 15 1 40 42 47 1 132 3 4 52 159 52 475 1
split_gain=18.023 2.97253 1.50193 1.15062 1.08397 0.967727 0.586442 0.558154 0.532548 0.411645 0.363175 0.311912 0.284821 0.251551 0.232032 0.160497 0.316043 0.151848 0.14796 0.144119 0.142925 0.140899 0.140676 0.252208 0.135715 0.118946 0.129802 0.162151 0.139024 0.157681
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 0.10613000000000002 0.14285500000000004 -0.076394999999999977 -0.15289999999999995 0.076175000000000007 -0.015314999999999997 -0.054984999999999992 -0.090999999999999984 -0.10474999999999998 -0.12255999999999999 0.13075500000000004 -0.077474999999999988 0.086555000000000007 0.10350500000000001 0.12408500000000001 0.088890000000000011 0.20828500000000003 0.061775000000000004 -0.56176499999999996 0.0089800000000000019 0.086450000000000013 -0.08230999999999998 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 11 18 24 12 -4 -9 14 -7 -2 -1 16 -16 -5 -3 -17 -15 -12 23 -6 -8 -14 27 28 -27 -30
right_child=1 4 9 17 22 8 7 10 -10 -11 21 -13 25 20 15 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00069334198672609958 0.00059910599683798082 0.00041038146479312497 0.00086483673360390051 0.00055103913847405733 0.00030049899206334012 0.00063889292087040701 0.00080273050532214988 0.00071134150028228759 0.00059093272876764222 0.00055469450877471929 0.00046519059071162245 0.0010362515109254402 0.00094710696389793388 0.00088330618175875555 0.0010108134217598165 0.00091759343800163406 0.00076797701030506169 0.00036649804045309258 0.00025639204283607522 0.00087614332588067045 0.00074774267973030657 0.00033351628890914981 0.00037039454548552732 8.9004842030489758e-05 0.00060393967860714677 0.00091721998209378969 0.00089089382349057632 0.00085199605955770528 0.00078858306464274009 0.00063801031535357425
leaf_weight=22 23 47 21 60 46 30 23 20 39 76 122 61 34 67 27 860 87 24 49 516 54 42 24 41 31 28 107 264 246 30
leaf_count=22 23 47 21 60 46 30 23 20 39 76 122 61 34 67 27 860 87 24 49 516 54 42 24 41 31 28 107 264 246 30
internal_value=0 0.000498637 0.000860944 0.00068069 0.000405361 0.000870809 0.000461149 0.000513331 0.000814243 0.000621839 0.00046189 0.000898786 0.000826028 0.000787077 0.000893241 0.000896192 0.000825491 0.000498313 0.000331783 0.00090205 0.000822807 0.000431469 0.000237492 0.000200829 0.00068861 0.000833947 0.000828247 0.000816445 0.000785572 0.000772216
internal_weight=0 673 2448 228 445 2351 334 238 778 97 184 1573 739 144 1512 1490 114 84 96 1376 121 164 111 87 54 709 675 568 304 276
internal_count=3121 673 2448 228 445 2351 334 238 778 97 184 1573 739 144 1512 1490 114 84 96 1376 121 164 111 87 54 709 675 568 304 276
is_linear=0
shrinkage=0.00196078


Tree=6983
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 14 44 0 4 1 2 43 160 3 2 3 0 2 15 14 16 402 123 39 2 12 1 129 133 0
split_gain=0.417031 0.0981083 0.0504366 0.041182 0.0405359 0.038744 0.0378876 0.0355428 0.034579 0.0318029 0.0760917 0.0360135 0.0856743 0.0382748 0.028234 0.0401006 0.0288137 0.0277136 0.0270758 0.0294862 0.0357948 0.027068 0.0286704 0.0272955 0.0252409 0.0328299 0.0335052 0.0277058 0.0251565 0.0457763
threshold=0.10293500000000001 -0.063814999999999997 0.14262000000000002 0.40124500000000002 0.095545000000000005 0.076975000000000002 0.086360000000000006 1.0000000180025095e-35 -0.036839999999999991 0.077565000000000009 0.089885000000000007 -0.08231999999999999 -0.077459999999999987 -0.082234999999999989 0.10276500000000001 -0.14477499999999996 -0.066089999999999996 0.13712500000000002 0.013270000000000002 -0.46166999999999997 -1.0000000180025095e-35 -0.43418999999999991 1.0000000180025095e-35 0.10076500000000001 0.13754500000000003 0.090285000000000018 0.093100000000000002 0.08653000000000001 0.076280000000000014 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 4 5 9 17 -4 -2 -1 11 12 -11 -14 16 -16 -10 18 19 -3 -21 -6 23 24 25 26 -23 -27 -13 -30
right_child=1 2 7 -5 21 -7 -8 -9 14 10 -12 28 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0084795541320792419 0.0086747150983040536 0.0084875417582225051 0.0034979344615429595 0.0036849104513583539 0.0039553869677626573 0.010560934851601931 0.0091911612544208765 -0.00093067635122376184 0.0088266735421292167 0.0017113819718360902 0.0031756732965240609 0.0086878786943899219 0.0092084759564679732 0.0043534793256020006 0.0062059568687893307 0.0011444518243914226 0.0054814041688052177 0.0029471147196321475 0.0077586420944758833 0.0050090391003944149 0.0016296357180721856 0.010179053125191873 0.0047615457930274916 0.0042691510818574736 0.0052742138328785836 0.0077801210475730298 0.0067779859996517193 0.0050035034851511808 0.0045198746724054223 0.0094713642276033315
leaf_weight=1138 75 20 74 22 23 71 20 24 52 30 37 330 62 22 49 23 51 71 35 205 37 105 37 23 37 291 40 41 43 33
leaf_count=1138 75 20 74 22 23 71 20 24 52 30 37 330 62 22 49 23 51 71 35 205 37 105 37 23 37 291 40 41 43 33
internal_value=0 0.00526846 0.0044404 0.00799147 0.00803156 0.00827237 0.00495237 0.00241338 0.00687823 0.00817651 0.00755737 0.00786914 0.00629863 0.00793693 0.0061083 0.00458909 0.00717028 0.00472201 0.00514631 0.00479733 0.00449235 0.00731921 0.00745399 0.00763951 0.00779032 0.00798549 0.00924083 0.00743723 0.00831012 0.00666986
internal_weight=0 736 486 2385 2363 1766 388 98 250 1695 557 520 114 84 175 72 103 368 297 262 242 597 574 537 514 477 145 332 406 76
internal_count=3121 736 486 2385 2363 1766 388 98 250 1695 557 520 114 84 175 72 103 368 297 262 242 597 574 537 514 477 145 332 406 76
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=31
num_cat=0
split_feature=1 3 0 0 124 402 12 12 43 42 4 48 147 1 1 3 13 12 16 16 1 14 13 133 130 43 131 42 402 403
split_gain=0.338074 0.0793028 0.0428004 0.0388286 0.0343478 0.0313671 0.0296146 0.0461852 0.0278676 0.0272685 0.0269138 0.0321737 0.0287397 0.0296396 0.035259 0.0378366 0.0357456 0.0347864 0.0518935 0.0277538 0.0261762 0.0213495 0.0239321 0.0383378 0.11245 0.0291463 0.0373447 0.0323465 0.0308707 0.0388828
threshold=0.10337500000000001 -0.063814999999999997 0.089620000000000019 0.22582000000000002 -0.076779999999999987 0.086055000000000006 0.10673000000000001 0.11650500000000001 -0.072864999999999985 -0.0060199999999999993 -0.17966999999999997 0.14871000000000004 0.10100500000000003 0.11669000000000002 0.111945 0.0068900000000000012 -0.0062949999999999994 -0.10022999999999999 -0.27167499999999994 -0.52595999999999987 0.11103500000000001 0.062655000000000016 0.038215000000000006 -0.0081349999999999981 0.090185000000000015 -0.0019149999999999998 0.089005000000000015 0.086730000000000015 0.10874500000000002 -0.52445499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 10 4 9 6 8 -8 -2 -1 -3 12 13 14 15 16 -12 18 -15 -17 -10 22 25 24 -24 27 -27 28 29 -6
right_child=1 2 -4 -5 21 -7 7 -9 20 -11 11 -13 -14 17 -16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0074255354287153163 0.0058924268688501638 0.0070573792556145546 -0.0004549549182965642 0.0029021524602458591 0.0035792018868960442 0.0024856748680273694 0.0020598264653017397 0.007934636769958002 0.0069841150928535781 0.0039144394639879466 0.0045044639741252295 4.2917151004076006e-05 0.00054986909630575355 0.0033683255715225117 0.0075389591054632697 0.0040355014093802306 -0.00056901248171925545 0.0029358943229662953 0.0097272935146022407 0.0092405936680734161 0.010564756648215864 0.0088523026116137573 -0.00081521116841871012 0.0069837939822740254 0.0079783117271621119 0.0066593922353169049 0.011051273659977597 0.0070647227091510043 0.011010523184257395 0.0080526257298321
leaf_weight=37 83 30 21 21 20 21 32 23 49 55 41 20 21 33 52 20 21 174 21 21 35 85 26 213 33 606 20 571 34 682
leaf_count=37 83 30 21 21 20 21 32 23 49 55 41 20 21 33 52 20 21 174 21 21 35 85 26 213 33 606 20 571 34 682
internal_value=0 0.00471036 0.00395867 0.0071833 0.00722104 0.00617971 0.00652915 0.00451657 0.00719197 0.00532651 0.00416283 0.00395802 0.00415184 0.00434934 0.00541627 0.00434462 0.00278603 0.00362401 0.00584126 0.00670152 0.00847605 0.00729716 0.00723721 0.00635896 0.0041032 0.00736079 0.00679971 0.00762953 0.00806771 0.00792518
internal_weight=0 718 475 2403 2382 243 222 55 167 92 454 424 404 383 155 103 62 228 54 41 84 2290 2205 272 59 1933 626 1307 736 702
internal_count=3121 718 475 2403 2382 243 222 55 167 92 454 424 404 383 155 103 62 228 54 41 84 2290 2205 272 59 1933 626 1307 736 702
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 0 1 4 4 150 15 13 0 16 12 4 3 10 39 47 1 131 160 3
split_gain=14.5344 2.47881 1.44741 1.28398 0.829268 0.745243 0.59341 0.399376 0.365112 0.363508 0.342115 0.333457 0.464506 0.310723 0.272414 0.195316 0.18112 0.170616 0.145667 0.134295 0.13409 0.169591 0.137911 0.110691 0.104216 0.101187 0.102463 0.100548 0.100307 0.0957883
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.17025000000000004 0.09253500000000002 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 0.40945500000000007 1.0000000180025095e-35 -0.097454999999999986 -0.28558999999999996 -0.15202999999999997 -0.12029499999999999 0.087765000000000024 -0.52556499999999995 -0.13927999999999999 -0.38124499999999995 0.087690000000000004 0.090100000000000013 0.11669000000000002 0.09031500000000002 0.085755000000000012 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 25 6 11 -6 14 -5 15 12 18 20 17 -7 -14 -4 -1 -20 21 -13 -23 -10 -19 26 -3 -2 -18 -16
right_child=1 2 8 9 7 10 -8 -9 23 -11 -12 13 16 -15 29 -17 28 24 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084048396028825998 0.00074803317729689293 0.00034449943665389458 0.0001939521763546794 0.00062551638229633012 0.00063189529798136858 0.00064821564509437728 0.00087544186908514101 0.0003680585740891961 0.0001346586133398931 0.00037394396974068918 0.00044416694659805283 0.00090925537126293596 0.00062857231659791475 0.00060590055049195121 0.00031516300477817951 0.00047551546876163869 0.00030865617696761936 0.00045224733603303877 0.0007207480333154164 0.00052553206316980662 0.00069936932836184675 0.00057393631243071307 0.00073517052681434654 -4.9176787884504185e-05 0.00029026085207432644 0.00043905601498908273 0.00023568205045331465 0.00059521843522202737 0.00050268322229385376 0.00016784728008240241
leaf_weight=23 49 147 25 34 71 373 79 32 34 63 39 21 22 104 20 27 20 37 42 20 830 21 709 20 26 32 43 25 21 112
leaf_count=23 49 147 25 34 71 373 79 32 34 63 39 21 22 104 20 27 20 37 42 20 830 21 709 20 26 32 43 25 21 112
internal_value=0 0.000357842 0.000316016 0.000683201 0.000404517 0.000692322 0.00070905 0.000549927 0.000211043 0.000462124 0.000619467 0.000701879 0.000612644 0.000709717 0.000246504 0.000636558 0.000485049 0.000331008 0.000707214 0.000657775 0.000716546 0.00073553 0.000730532 6.65714e-05 0.000385396 0.000337052 0.000319872 0.000696407 0.000408036 0.000190168
internal_weight=0 673 599 2448 325 2351 1912 103 274 97 439 1833 148 1685 220 400 63 88 85 62 1581 751 730 54 63 222 190 74 41 132
internal_count=3121 673 599 2448 325 2351 1912 103 274 97 439 1833 148 1685 220 400 63 88 85 62 1581 751 730 54 63 222 190 74 41 132
is_linear=0
shrinkage=0.00196078


Tree=6986
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 2 4 0 15 10 52 160 3 1 47 14 52 159 1 1 0 12 4 3
split_gain=10.4051 1.88852 1.18997 0.777942 0.668864 0.528142 0.386354 0.334193 0.260506 0.251329 0.221803 0.207428 0.174622 0.139905 0.122009 0.150751 0.116032 0.114048 0.111878 0.153893 0.104311 0.110039 0.0974482 0.0884443 0.133638 0.102726 0.124074 0.0951119 0.0907395 0.082755
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.089885000000000007 0.092845000000000025 0.10672500000000001 0.076975000000000002 0.14838000000000004 0.27834500000000006 -0.23091999999999999 -0.41942499999999994 -0.38124499999999995 -0.56176499999999996 -1.0000000180025095e-35 -0.12711499999999995 0.077845000000000011 0.090100000000000013 -0.23083499999999998 -0.057699999999999994 0.082585000000000006 0.086920000000000011 0.085110000000000005 -0.070154999999999981 0.095780000000000018 -0.111605 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 11 10 -5 -6 18 12 22 -9 -13 -16 -15 -14 19 -1 21 -3 -4 24 27 26 -25 -18 -26 -20
right_child=1 2 6 8 9 -7 -8 13 -10 -11 -12 14 17 16 15 -17 23 -19 29 -21 -22 -23 -24 25 28 -27 -28 -29 -30 -31
leaf_value=0.00071518083572812683 0.00067724998630929291 0.00045503870989691269 0.00027980551580149754 0.00061295802947321319 0.00061517592935972549 0.00046186096284514159 0.00044084712939468178 0.00049530632918079692 0.00040239348183568639 0.00040361435000413386 0.00080834913769455604 0.00024474550917471307 0.00033265746413163984 0.00074338250667386758 0.00020055311610556992 -8.9298974343051178e-06 0.0006589144212751488 0.00019203573043727787 0.00069300616571763419 0.00049603458452208038 0.00047224050241650317 0.00033106825884520483 0.00047104786185810321 0.00069944299270514561 0.00061839155706704834 0.00081493779724719476 0.00054664774679497009 0.00061036199375761734 0.00045907953948092959 0.000646112927607708
leaf_weight=22 76 33 20 37 77 48 37 25 58 30 57 31 30 43 25 28 361 85 1127 28 32 166 21 84 27 20 27 272 28 166
leaf_count=22 76 33 20 37 77 48 37 25 58 30 57 31 30 43 25 28 361 85 1127 28 32 166 21 84 27 20 27 272 28 166
internal_value=0 0.000385653 0.000349619 0.000658336 0.000427699 0.000665412 0.000254343 0.000669685 0.000484403 0.00055586 0.000688551 0.000225591 0.00026789 0.000639906 0.000147035 8.98828e-05 0.0006441 0.00022872 0.000683467 0.000592459 0.000368335 0.000351626 0.000377759 0.000638887 0.000629996 0.000685584 0.000662277 0.000638051 0.000537287 0.000686986
internal_weight=0 691 615 2430 338 2335 277 2287 95 107 1400 240 156 887 84 53 862 115 1343 50 231 199 41 819 688 131 111 633 55 1293
internal_count=3121 691 615 2430 338 2335 277 2287 95 107 1400 240 156 887 84 53 862 115 1343 50 231 199 41 819 688 131 111 633 55 1293
is_linear=0
shrinkage=0.00196078


Tree=6987
num_leaves=31
num_cat=0
split_feature=1 52 3 52 123 45 148 2 9 484 41 40 2 160 50 3 0 16 0 16 15 11 3 150 3 51 3 15 3 0
split_gain=0.390914 0.091588 0.0644849 0.0398489 0.0393185 0.0359436 0.035438 0.0376436 0.057977 0.0434803 0.0385612 0.0342741 0.0323118 0.0311903 0.0307878 0.0410903 0.0342923 0.0409216 0.0360671 0.030099 0.0284733 0.0457855 0.0400589 0.080464 0.0482925 0.0418838 0.0380389 0.0684797 0.0341175 0.0336162
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.048770000000000008 1.0000000180025095e-35 0.081955000000000014 -0.095079999999999984 0.11682500000000001 -1.0000000180025095e-35 -0.077099999999999988 0.08690500000000001 -0.077474999999999988 0.13501500000000002 0.022560000000000004 0.098445000000000019 0.12178000000000001 -0.14226499999999997 -0.29154999999999992 -0.07384499999999998 0.11346000000000002 0.040760000000000005 0.077290000000000011 -0.091054999999999983 0.081835000000000019 -0.088784999999999989 0.10876000000000001 -0.13309499999999996 -1.0000000180025095e-35 -0.079594999999999985 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 -4 5 12 -3 8 11 -10 13 -8 20 -9 15 16 17 -11 -18 -14 22 -22 23 25 -24 26 -1 -28 -26 -23
right_child=1 2 3 -5 -6 -7 7 10 9 14 -12 -13 19 -15 -16 -17 18 -19 -20 -21 21 29 24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0088650431269063409 0.0077951206159296224 0.00075514490849205428 0.00066453336613198771 0.0048472943681511374 0.0053500660839019701 0.011189144105614666 0.0048545056966280472 0.0029801313765169543 0.010609387504783544 0.0058395835014245544 0.0079665889675241148 8.6993848904967316e-05 0.0025793177899546349 0.0070733413809821724 0.0094012430869042877 0.0097065434569404245 0.0086383521156676579 0.00047332670787000094 0.0048194393288650654 0.0076050391134975309 0.0077404790198797938 0.0083929810268075569 0.012200851259487016 0.001164534037161502 0.0079755155129582062 0.0024670619279190545 0.0074360247817821801 0.0017081770314169781 0.0067446338764176302 0.013926825337555439
leaf_weight=78 87 21 69 34 89 26 38 164 22 27 21 25 26 21 23 21 36 30 79 22 1035 23 21 30 443 21 82 28 458 21
leaf_count=78 87 21 69 34 89 26 38 164 22 27 21 25 26 21 23 21 36 30 79 22 1035 23 21 30 443 21 82 28 458 21
internal_value=0 0.00475345 0.00433408 0.00204525 0.00741263 0.00749196 0.00478057 0.0049473 0.00566014 0.00637419 0.00390573 0.00296264 0.00744995 0.00344477 0.00594283 0.00553069 0.00502084 0.00301524 0.00601493 0.00488277 0.00750496 0.00787479 0.00716125 0.00600753 0.00746032 0.0067027 0.00717583 0.00597803 0.00734983 0.0110341
internal_weight=0 718 631 103 2403 2314 528 507 301 238 206 63 2288 185 216 193 172 57 115 48 2240 1079 1161 239 922 209 188 110 901 44
internal_count=3121 718 631 103 2403 2314 528 507 301 238 206 63 2288 185 216 193 172 57 115 48 2240 1079 1161 239 922 209 188 110 901 44
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=31
num_cat=0
split_feature=1 52 3 157 48 4 0 132 2 2 3 0 44 1446 14 1 0 3 1456 3 52 0 4 2 1456 475 2 49 159 160
split_gain=0.31664 0.0748113 0.0567826 0.0415454 0.0443376 0.0371625 0.0355538 0.0323281 0.0385415 0.0318748 0.0319182 0.0715869 0.029974 0.0324805 0.0310791 0.0412066 0.0856956 0.0720508 0.0350739 0.0498169 0.0335125 0.0503641 0.0606418 0.0833343 0.0309267 0.0311328 0.0652533 0.0411528 0.0479655 0.0343892
threshold=0.10337500000000001 -0.53964499999999982 0.31299000000000005 -0.092234999999999998 -0.086869999999999989 0.27287000000000006 0.22582000000000002 0.10365500000000001 0.15950500000000004 0.10188000000000001 -0.10831999999999999 0.10455500000000001 1.0000000180025095e-35 0.11581000000000001 0.062655000000000016 0.080270000000000022 -0.10607499999999999 -0.015584999999999998 -0.071109999999999993 -0.12711499999999995 0.10024500000000001 -0.069444999999999993 -0.082769999999999982 0.085485000000000019 -0.090954999999999994 -0.085684999999999997 0.087545000000000026 0.092560000000000017 0.082585000000000006 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 9 8 -4 12 11 -11 13 14 15 20 17 -17 -18 -20 24 22 -22 -24 -1 26 -26 29 -29 -27
right_child=1 2 7 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 18 -19 19 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=0.0042921859736773467 0.0076280630388312412 -7.752228353638203e-05 0.0022543125530882255 0.0090682050224304908 0.0052038711036280711 0.003479839559502883 0.0025747349042268028 0.0048361174041678294 -0.0025284563641711747 -0.0010621239989995956 0.0062004164810891133 0.0071182278146886312 0.010721885818056762 0.010742735840557587 0.0086942074813300806 -0.0022725551296025512 0.0099842697933868133 0.0047035381379700678 0.0013946394668892027 0.0064973906298297886 0.011375427862036635 0.001152064329944551 -0.00011665419498015019 0.0065363015691928209 0.0066323215048760186 0.0096164871452014845 0.012639571142128922 0.0041951813721743201 0.0090473961154067962 0.007254672893980102
leaf_weight=34 61 20 63 21 261 240 21 29 23 20 350 23 20 21 82 20 27 57 20 441 22 20 21 182 40 67 33 83 27 772
leaf_count=34 61 20 63 21 261 240 21 29 23 20 350 23 20 21 82 20 27 57 20 441 22 20 21 182 40 67 33 83 27 772
internal_value=0 0.00427811 0.00396708 0.0043953 0.00456667 0.00437799 0.00667137 0.00194882 0.0009752 0.00670749 0.00588454 0.00331341 0.00687009 0.00683097 0.0067888 0.00670506 0.00599198 0.00289157 0.00648118 0.00627601 0.00701474 0.00596105 0.00638852 0.00584806 0.00725921 0.00735792 0.00934793 0.00720484 0.00538618 0.00744328
internal_weight=0 718 657 542 522 501 2403 115 86 2382 393 43 1989 1969 1948 1866 565 77 488 461 1301 245 225 203 1056 1022 73 949 110 839
internal_count=3121 718 657 542 522 501 2403 115 86 2382 393 43 1989 1969 1948 1866 565 77 488 461 1301 245 225 203 1056 1022 73 949 110 839
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=31
num_cat=0
split_feature=1 1 4 12 48 52 1 16 457 16 151 2 0 151 1 0 484 0 11 0 16 150 48 4 0 15 41 16 15 51
split_gain=0.25776 0.0700603 0.0522217 0.034752 0.0362538 0.032442 0.0346943 0.032055 0.0302721 0.0403552 0.0289256 0.0269478 0.0652416 0.0276664 0.0418117 0.0339153 0.0345112 0.0295143 0.037745 0.0266654 0.0297604 0.0264745 0.0246774 0.0298754 0.0743876 0.0241619 0.0260844 0.0369355 0.033816 0.0239198
threshold=0.11846000000000002 0.095950000000000021 -0.0086549999999999978 -0.010834999999999999 0.083685000000000009 -0.26636999999999994 0.14860500000000001 -0.11118499999999999 0.045365000000000009 -0.090344999999999995 -0.08718999999999999 0.10644500000000001 0.034820000000000011 1.0000000180025095e-35 0.085760000000000017 -0.14226499999999997 0.08660000000000001 -0.13027499999999997 0.076560000000000003 -0.076899999999999982 -0.27167499999999994 0.088985000000000009 0.095205000000000012 -0.17966999999999997 -0.062764999999999974 -0.14601999999999996 0.079395000000000007 -0.062804999999999986 0.085550000000000015 -0.16666999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -2 -7 -8 21 -10 -6 13 19 15 -15 16 25 -17 22 20 -13 -4 23 -19 -25 -1 27 28 -27 -5
right_child=5 2 8 29 10 6 7 -9 9 -11 -12 12 -14 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.01141580477623003 0.0065352517073430753 0.00060516083119538334 0.0048669633826964702 0.0093517940267920496 0.008287215190939605 0.0032154257779853541 0.0026575329537188415 -0.0019115122509122428 0.0039350445330556903 -0.0014273746202335411 0.0029733783831553803 0.0059744772278582277 0.00074020553380250943 0.0057983610539160896 0.00092428056135152785 0.0026075180549093562 0.0039409402824406121 0.0083684049650198881 0.0028121404655394146 0.0062297599227547282 0.00076766483308303923 0.0017910234526039637 0.0047880482886774609 0.0063859142798668783 0.0014354342624785441 0.005448850615375261 0.0047165995909144052 0.011428196301105722 0.010464409824926406 0.0060485010988404718
leaf_weight=21 24 23 184 25 20 272 34 28 36 23 21 23 30 66 24 23 21 72 32 184 21 33 104 1455 31 41 23 29 20 178
leaf_count=21 24 23 184 25 20 272 34 28 36 23 21 23 30 66 24 23 21 72 32 184 21 33 104 1455 31 41 23 29 20 178
internal_value=0 0.00583583 0.00481766 0.00581473 0.00378287 0.00298401 0.00272883 0.000594093 0.00385311 0.00184461 0.00556549 0.00608487 0.00512409 0.00621122 0.00449861 0.00629355 0.00771021 0.00616567 0.00621398 0.00570092 0.00348941 0.00439919 0.00627947 0.00637903 0.00628264 0.00830091 0.00772204 0.0084901 0.0070933 0.00645531
internal_weight=0 2763 543 267 64 358 334 62 276 59 41 2220 258 1962 90 1872 155 1717 1694 228 44 217 1662 1558 1486 134 113 90 61 203
internal_count=3121 2763 543 267 64 358 334 62 276 59 41 2220 258 1962 90 1872 155 1717 1694 228 44 217 1662 1558 1486 134 113 90 61 203
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=31
num_cat=0
split_feature=1 2 30 0 4 33 2 49 151 1446 51 1 147 149 49 13 0 11 4 3 157 11 41 3 13 42 0 0 12 12
split_gain=0.208956 0.0625979 0.0405572 0.0381291 0.05364 0.0327644 0.0296422 0.0279533 0.0275036 0.0273795 0.0270026 0.0363237 0.0262117 0.0238737 0.0270476 0.0213744 0.0211711 0.0434061 0.0467926 0.0580588 0.0312402 0.0270641 0.0303092 0.0258378 0.0556153 0.0311737 0.0370065 0.055231 0.0323825 0.0260351
threshold=0.12000500000000001 0.10188000000000001 0.086065000000000016 -0.13843999999999998 0.42642000000000008 0.083840000000000012 0.15609500000000001 -0.088694999999999982 0.015440000000000001 0.10734500000000001 -0.40274499999999996 0.16773500000000005 0.089365000000000014 1.0000000180025095e-35 -0.14811499999999997 -0.28558999999999996 -0.076579999999999995 0.079300000000000009 -0.17966999999999997 -0.022174999999999997 -0.23976499999999998 0.077290000000000011 0.079300000000000009 -0.088784999999999989 0.06370000000000002 -0.062154999999999995 -0.071719999999999992 -0.072894999999999988 0.096295000000000019 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 12 9 -3 -9 15 -2 -12 13 14 -1 -5 20 18 -18 23 -16 -22 -23 24 -20 -25 27 28 -27 -28
right_child=10 3 -4 6 -6 -7 -8 8 -10 -11 11 -13 -14 -15 16 -17 17 -19 19 -21 21 22 -24 25 -26 26 29 -29 -30 -31
leaf_value=0.0020284094391337768 0.0059005581571356111 0.0057462176684999755 0.0017879753381591934 0.0019768230780027808 0.0075704818264373738 0.0092270438530249518 0.0012481699327260933 0.0024733899692717704 -0.0014974062774507774 0.0013873070571571589 0.0026405334541953476 -0.001666384095248456 0.002975801547581796 0.0081498536796841253 0.001971939745867117 0.0053230647252539738 0.0073210418110904417 0.00057586012408137319 -0.00083534663902934305 -0.00037775261073627261 0.0056855906875131618 0.010094981663860381 0.0055202891850577931 0.0089205086519739234 0.0059379786804870322 0.0029770218911213116 0.009024257223623303 -0.0011202438268810512 0.0074588594808509311 0.0053817447635810828
leaf_weight=22 23 21 29 20 23 24 22 103 21 20 290 21 40 35 22 419 78 22 22 22 1522 30 28 23 27 38 26 20 28 80
leaf_count=22 23 21 29 20 23 24 22 103 21 20 290 21 40 35 22 419 78 22 22 22 1522 30 28 23 27 38 26 20 28 80
internal_value=0 0.0052411 0.00550221 0.00438091 0.00308396 0.00555329 0.0048339 0.0023723 0.00180092 0.00500577 0.00259423 0.00234971 0.005511 0.00556059 0.0055155 0.00517062 0.00555409 0.00488927 0.00514997 0.00455786 0.00571428 0.00576638 0.00788651 0.00496917 0.00289689 0.00544145 0.00502469 0.00348337 0.00487841 0.00627519
internal_weight=0 2787 2138 649 168 2109 481 145 124 459 334 311 2085 2045 2010 439 1988 386 364 286 1602 1580 58 264 49 215 192 86 66 106
internal_count=3121 2787 2138 649 168 2109 481 145 124 459 334 311 2085 2045 2010 439 1988 386 364 286 1602 1580 58 264 49 215 192 86 66 106
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 13 4 4 14 47 2 15 0 4 2 47 1 15 47 4 3 0 1 1 49 1 3
split_gain=13.8822 1.73901 1.49409 0.937373 0.887259 0.662729 0.512744 0.497751 0.38567 0.332511 0.236566 0.224121 0.218242 0.186935 0.174832 0.17241 0.172375 0.168305 0.161403 0.127833 0.124025 0.109117 0.105043 0.204826 0.0979058 0.0935628 0.0933841 0.0871727 0.0803514 0.0725555
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.033845000000000007 0.024790000000000003 0.076175000000000007 0.077555000000000013 0.11389000000000002 0.13592500000000005 -0.11242999999999999 0.40945500000000007 0.11411 0.091680000000000011 0.16175000000000003 -0.095244999999999982 0.094160000000000008 -0.059649999999999988 0.090900000000000009 -0.093584999999999988 0.12000500000000001 0.10124500000000002 -0.061079999999999988 0.13075500000000004 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 12 8 11 -6 16 14 -10 15 13 22 24 20 21 -2 26 -7 -4 -3 -1 -24 -8 -18 27 -9 -5 -11
right_child=1 5 6 28 7 19 9 18 10 29 -12 -13 -14 -15 -16 -17 25 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060083505977125194 0.00054467327202823508 0.00018192066684945599 0.00060558559555633391 0.00026960551948743123 0.00060756126580452049 6.3621529400171263e-05 0.00066532022446157981 0.00042316499982055118 0.00045167961792436009 0.00037490663203009931 0.00024624561291382784 0.00075673867884042004 0.00069006238748379448 0.0003423766932888504 0.00040967255792654381 0.00062194231320725072 0.00022752850188636312 0.00034621051558311663 0.00045121673301361844 -0.00010896608343019205 0.00039224058367148433 0.00032485823762663102 0.00055060360669568727 0.00034815032575644697 0.00057722869079061671 7.8130093352667189e-05 0.00024670801974732763 0.00026921135595357705 0.00013158245971258973 0.00049796400019545958
leaf_weight=71 92 77 20 50 28 77 52 31 32 21 66 46 35 20 23 1053 20 20 31 21 22 28 83 25 722 83 72 26 24 150
leaf_count=71 92 77 20 50 28 77 52 31 32 21 66 46 35 20 23 1053 20 20 31 21 22 28 83 25 722 83 72 26 24 150
internal_value=0 0.0002392 0.00057319 0.000396088 0.000466689 0.00016697 0.000594501 0.000366383 0.000211913 0.000561308 0.000313326 0.000622661 0.000547277 0.000522164 0.000578141 0.000617029 0.000164131 0.000509233 0.000324177 2.66385e-05 0.000493833 0.000220037 0.000542252 0.000503739 0.000583147 0.000107139 0.000293648 0.000352941 0.000224841 0.000482852
internal_weight=0 590 2531 186 422 404 2109 188 306 968 98 1141 234 199 797 1095 208 112 160 98 42 105 179 108 774 103 129 57 74 171
internal_count=3121 590 2531 186 422 404 2109 188 306 968 98 1141 234 199 797 1095 208 112 160 98 42 105 179 108 774 103 129 57 74 171
is_linear=0
shrinkage=0.00196078


Tree=6992
num_leaves=31
num_cat=0
split_feature=1 52 1 16 46 3 15 40 148 12 12 12 0 15 42 43 3 4 9 13 52 2 12 4 1453 1446 1456 0 160 1
split_gain=0.217301 0.0447943 0.0480423 0.0591134 0.0363287 0.0436777 0.0411749 0.0369679 0.0357504 0.0341042 0.0379523 0.052851 0.0316614 0.0615406 0.0307844 0.0254978 0.0324412 0.0269405 0.0247412 0.0239025 0.0212954 0.0207362 0.0204196 0.0248995 0.0321282 0.0338693 0.0319606 0.0318945 0.0431222 0.031812
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.084955000000000017 0.10893000000000001 -0.23141499999999995 0.0046150000000000002 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.089410000000000003 -0.019414999999999998 -0.0058549999999999991 0.090545000000000014 -0.025214999999999998 0.30112000000000005 0.51164000000000009 -1.0000000180025095e-35 -0.010739999999999998 0.048770000000000008 0.11682500000000001 0.11734000000000001 -0.082769999999999982 -0.092059999999999989 0.037915000000000011 -0.084149999999999989 -0.08095999999999999 -0.52336499999999997 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 14 8 -4 5 6 -1 18 -3 10 11 15 13 -7 -2 19 17 -17 -8 -10 21 -18 23 26 -25 29 -20 28 -27 -26
right_child=1 2 3 -5 -6 12 7 -9 9 -11 -12 -13 -14 -15 -16 16 20 -19 22 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0016304134410024891 0.0074399134790938768 0.0002400140175485008 0.0028254358461126689 -0.0044685394421685488 0.0091777052588598897 0.0046801416343520905 0.0022108430946245791 0.0017487161790807572 0.0026254824047844687 0.006609664577990771 -0.00079694840096635746 0.0062532741837528121 0.0059051810600794855 -0.0028073053690604866 0.0032440254122347517 0.0058758395155617859 0.0028913637750189415 0.0018499851755967194 0.0091117164901187344 -0.0003755713598557601 0.0041026199675651435 -0.0014029683676831748 0.0038222989766637048 0.001347543799229676 0.0053466999809503009 0.011346209093766369 0.0058137567289193622 0.0040212043328210715 0.0065394913523711953 0.0041389343817120755
leaf_weight=31 36 42 25 20 23 23 25 29 88 29 24 52 20 21 34 68 22 22 31 38 31 23 82 21 1277 23 564 35 99 263
leaf_count=31 36 42 25 20 23 23 25 29 88 29 24 52 20 21 34 68 22 22 31 38 31 23 82 21 1277 23 564 35 99 263
internal_value=0 0.00303746 0.0026955 -0.000416331 0.00522125 0.00518548 0.00525204 0.00529789 0.00301448 0.003308 0.00304781 0.00331605 0.00260615 0.00110659 0.00540191 0.00279298 0.00360711 0.00489174 0.00534042 0.0017204 0.00208583 0.000696483 0.00537309 0.00542806 0.00523498 0.00528308 0.00598558 0.00668226 0.00744568 0.00514044
internal_weight=0 554 484 45 2567 2544 2480 2449 439 397 368 344 64 44 70 292 166 90 2420 126 76 45 2395 2313 1718 1697 595 157 122 1540
internal_count=3121 554 484 45 2567 2544 2480 2449 439 397 368 344 64 44 70 292 166 90 2420 126 76 45 2395 2313 1718 1697 595 157 122 1540
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=31
num_cat=0
split_feature=1 2 123 4 4 12 2 1 2 11 1 50 13 52 457 43 1 1429 0 12 15 4 159 48 160 14 15 50 12 0
split_gain=15.7627 2.19757 1.79997 1.62921 1.10141 1.07374 0.786351 0.572894 0.496451 0.407158 0.39632 0.242155 0.226485 0.190734 0.264656 0.249043 0.184664 0.242214 0.159141 0.137474 0.137272 0.134721 0.129586 0.157851 0.125166 0.115079 0.106614 0.106049 0.148934 0.103926
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.36766000000000004 0.085055000000000006 0.13754500000000003 0.09253500000000002 0.090425000000000019 1.0000000180025095e-35 0.12958500000000003 0.086295000000000011 -1.0000000180025095e-35 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.080270000000000022 0.083420000000000008 0.18019500000000002 0.093965000000000007 -0.41942499999999994 0.024790000000000003 0.084250000000000005 0.084855000000000014 0.081905000000000019 0.062655000000000016 -0.091604999999999978 0.041865000000000006 0.08598500000000002 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 12 8 -4 9 16 -5 20 22 -10 18 -16 -1 24 25 -7 -3 -14 23 -2 -18 -15 -26 28 -11 -8
right_child=1 11 7 10 -6 19 29 -9 13 27 -12 -13 21 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0008358588771358121 0.00060165595749150154 0.000252598465441775 0.00074915397899373592 0.00043359673843341876 0.00048862432618676185 0.00086583173620739784 0.00064609457349994268 0.00044356093023125077 0.00088047181131043254 0.0010206179538120826 0.00025909582342371033 0.00036561114354412153 0.00067476342100890069 0.00076756090245648024 0.00075212372919482653 0.00045678549377468566 0.00080763050955715444 0.00059238505205941425 0.00059481762933964819 0.00069900592172988355 0.00010339914308113848 0.00046972204705305172 0.00031980637093011844 0.00039370327093283397 0.00059697925835764374 0.00090283699830373131 0.00079455906046984009 0.0010785138295366873 0.0007915139300566094 0.0004589871422332876
leaf_weight=863 23 37 34 116 45 24 21 77 53 24 88 27 28 735 23 21 456 23 20 91 66 22 32 36 21 25 21 24 20 25
leaf_count=863 23 37 34 116 45 24 21 77 53 24 88 27 28 735 23 21 456 23 20 91 66 22 32 36 21 25 21 24 20 25
internal_value=0 0.000425426 0.000781319 0.000489043 0.000792518 0.000593211 0.000798276 0.000537166 0.00080329 0.000825539 0.000358322 0.000200323 0.000478528 0.000766455 0.000759121 0.000611167 0.000818261 0.000789111 0.000767467 0.000733822 0.000156995 0.000584545 0.000420277 0.00047477 0.000798196 0.000772011 0.000695769 0.000973668 0.00091648 0.000544406
internal_weight=0 590 2531 460 2420 256 2375 111 2329 1452 204 130 141 877 824 44 1384 521 780 115 103 50 91 59 498 760 42 68 44 46
internal_count=3121 590 2531 460 2420 256 2375 111 2329 1452 204 130 141 877 824 44 1384 521 780 115 103 50 91 59 498 760 42 68 44 46
is_linear=0
shrinkage=0.00196078


Tree=6994
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 2 1 4 14 4 1 457 1 3 49 3 159 43 1 0 4 12 47 43 43 12 133 47
split_gain=20.3721 2.99915 1.85526 1.3701 1.06076 0.996738 0.615369 0.612228 0.534656 0.48196 0.447745 0.406573 0.451219 0.509054 0.319111 0.44424 0.288841 0.26234 0.226593 0.219524 0.209088 0.197887 0.166325 0.14986 0.145824 0.143792 0.143359 0.138251 0.134792 0.133628
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.089885000000000007 0.17025000000000004 0.13501500000000002 0.077845000000000011 -0.062539999999999984 0.062655000000000016 -0.013514999999999998 0.086920000000000011 0.048635000000000005 0.085345000000000018 -0.11171999999999999 -0.054984999999999992 0.31299000000000005 0.082585000000000006 -0.025214999999999998 0.13075500000000004 -0.15931499999999996 0.0067750000000000006 0.09202500000000001 0.10019500000000002 0.05259500000000001 -0.080324999999999994 0.092855000000000007 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 18 10 9 11 -4 -6 14 25 23 -14 -1 -16 -2 19 -3 -11 28 -17 -23 -13 -21 -7 -10 -27 -5 -18
right_child=1 4 8 20 6 7 -8 -9 26 17 -12 12 13 -15 15 21 29 -19 -20 24 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00093350890445235903 0.00058714121338758116 0.00056303829233916706 0.00083757740463696276 0.00041318797039900657 0.00062306585674192394 0.00090405715640233986 0.00012610435047570397 0.00062084758591083385 0.00057342258595428073 0.00032023237962531821 0.0010861089931607207 0.00086733983842471774 0.00080363599202629566 0.00040506430766287918 0.00058411174252921455 0.00070574810285397509 0.00089476125930675868 0.00023163448110697607 0.00038997366706291896 0.00039713899814443191 0.00031878308353495169 0.00090549965280902834 0.00077545105381394855 0.00078765240383555973 0.00060201340592374989 0.00067957738061356389 0.00037642803463135279 0.00085788359700749795 0.0006060447340102634 0.00076432854512232759
leaf_weight=881 23 124 28 22 25 383 50 48 49 87 59 179 28 22 20 23 58 65 38 34 24 379 42 184 22 21 20 82 38 63
leaf_count=881 23 124 28 22 25 383 50 48 49 87 59 179 28 22 20 23 58 65 38 34 24 379 42 184 22 21 20 82 38 63
internal_value=0 0.000489606 0.000874802 0.000672472 0.000395913 0.000885766 0.000323482 0.000836607 0.000609056 0.000365837 0.000918924 0.000848127 0.000802894 0.000628264 0.00091159 0.000869974 0.000788563 0.000334921 0.000522443 0.000381869 0.00047346 0.00088285 0.000892526 0.000826947 0.000477625 0.000886567 0.000516323 0.00082153 0.000535331 0.00082685
internal_weight=0 673 2448 228 445 2351 283 947 97 233 1404 899 413 50 1345 464 144 208 162 143 84 444 421 363 56 486 69 103 60 121
internal_count=3121 673 2448 228 445 2351 283 947 97 233 1404 899 413 50 1345 464 144 208 162 143 84 444 421 363 56 486 69 103 60 121
is_linear=0
shrinkage=0.00196078


Tree=6995
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 2 47 14 3 0 1 132 52 49 2 3 1 1 159 2 1447 49 150 2 4 2 11 475
split_gain=14.4804 2.22744 1.22794 0.987472 0.754653 0.751105 0.418531 0.396717 0.350846 0.292986 0.236861 0.234739 0.203975 0.190714 0.190567 0.190721 0.162758 0.185464 0.149684 0.149604 0.147444 0.126677 0.123992 0.11665 0.115653 0.122304 0.11302 0.112808 0.0944289 0.0901824
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.089885000000000007 0.092845000000000025 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.31299000000000005 -0.22491999999999998 0.091195000000000012 0.10365500000000001 -0.53964499999999982 -0.054984999999999992 0.14753000000000002 0.076840000000000006 0.13075500000000004 0.13075500000000004 0.082585000000000006 -0.0091949999999999983 -0.082869999999999985 -0.009244999999999998 1.0000000180025095e-35 0.11237500000000002 0.04735000000000001 0.15950500000000004 0.084110000000000004 -0.08230999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 20 9 -4 11 10 12 16 23 -1 27 -2 -16 17 18 -6 28 24 -14 -13 -7 25 -3 29 -12 -5 -24
right_child=1 4 6 19 8 7 -8 -9 -10 -11 13 22 21 -15 15 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080344128789230289 0.00080527181668979368 0.00061885125277673489 0.00070863448292664505 0.00039925327189753646 0.0003964399498437385 0.00048422572869515301 0.0004434775220522401 0.00055338268261859375 0.00047224500193346976 0.00093376198532811898 0.00019124976451755226 0.00084985714497081213 0.00060094519750947945 0.00032793265215344558 0.00048048340660684246 0.00068990955336820222 0.00020154205379648165 0.00048530467378480599 0.0002350706699125609 0.00029386802001253647 0.00035518641065579329 0.00075448525089532714 0.00081609766646278188 0.00069346288097352758 0.00042986759527015815 0.00044805579477232612 0.00069643499392839565 1.8913981815179189e-05 0.00055482710644700164 0.00074233156878432882
leaf_weight=1119 41 40 37 30 39 20 60 48 37 59 40 40 23 26 21 82 38 29 51 24 38 203 72 21 57 27 192 23 30 554
leaf_count=1119 41 40 37 30 39 20 60 48 37 59 40 40 23 26 21 82 38 29 51 24 38 203 72 21 57 27 192 23 30 554
internal_value=0 0.000436065 0.000760818 0.000593658 0.00035532 0.000769738 0.00054462 0.000727065 0.000294228 0.000798522 0.000267453 0.000736338 0.00079259 0.000186643 0.000692214 0.000647211 0.000313262 0.000348938 0.000304997 0.000424705 0.000462044 0.000738859 0.000743264 0.000591396 0.00049479 0.000550023 0.000738052 0.000128334 0.00047704 0.000750816
internal_weight=0 673 2448 228 445 2351 97 947 283 1404 246 899 1345 89 144 103 157 119 90 84 162 226 858 41 124 67 818 63 60 626
internal_count=3121 673 2448 228 445 2351 97 947 283 1404 246 899 1345 89 144 103 157 119 90 84 162 226 858 41 124 67 818 63 60 626
is_linear=0
shrinkage=0.00196078


Tree=6996
num_leaves=31
num_cat=0
split_feature=1 3 123 44 3 13 15 2 2 4 10 2 15 11 11 11 43 4 13 1210 42 401 0 2 12 3 1451 0 1 3
split_gain=0.368069 0.063081 0.0488753 0.039259 0.0423739 0.0472633 0.0371791 0.0634885 0.0359545 0.0354939 0.0326986 0.0275236 0.027448 0.0267909 0.03496 0.0393636 0.0346078 0.0390796 0.0658831 0.0342656 0.0366174 0.046026 0.0337917 0.0598806 0.0337339 0.03228 0.0280288 0.0340443 0.106725 0.0567513
threshold=0.10920500000000001 -0.049509999999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 -0.28558999999999996 -0.56020999999999987 0.31358000000000003 0.11411 0.042705000000000007 1.0000000180025095e-35 0.13913500000000004 -0.41942499999999994 0.097680000000000017 0.08976000000000002 0.086080000000000018 -0.14792499999999997 -0.46376499999999993 0.0061450000000000003 -0.0074649999999999985 -0.12099999999999998 0.080190000000000011 -0.064754999999999993 0.11018500000000002 0.083815000000000014 -0.10519499999999998 0.089825000000000002 -0.11437499999999999 0.085605000000000014 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 9 -6 -3 10 -2 11 -8 13 -10 14 15 16 19 25 22 -1 -21 -22 26 -24 -20 -18 27 28 -19 -30
right_child=1 6 -4 -5 5 -7 7 -9 12 -11 -12 -13 -14 -15 -16 -17 17 18 24 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011548943127746937 0.0063902628713145134 0.0066036828829405397 0.0045714057532798809 0.010174516302293107 0.007898407430620865 0.0019192405804717102 0.003394533650902708 -0.0025158347445540133 0.0058387117832899094 0.0057026300259516924 0.00023655570568390999 0.0031254238786641506 0.001897570925905521 0.0033831339477646081 0.010400569053100689 0.002635752043517476 0.012309889535286597 0.0089104882397112398 0.001080450847406279 0.011002076488847917 0.0078499609648304824 0.0026219634117469904 0.002168833721065667 0.0074245474691016847 0.0053032932041592352 0.0077125283839580205 0.010603558708957975 0.0070550150963784282 -0.0018712465130236177 0.0047405609950039763
leaf_weight=27 108 26 120 31 20 39 288 22 30 333 37 20 43 22 28 22 21 42 22 26 85 21 41 46 135 56 21 1334 21 34
leaf_count=27 108 26 120 31 20 39 288 22 30 333 37 20 43 22 28 22 21 42 22 26 85 21 41 46 135 56 21 1334 21 34
internal_value=0 0.00369969 0.00654182 0.00663845 0.00659308 0.00394608 0.00295637 0.00268308 0.00523152 0.00665934 0.00303501 0.00681674 0.00351722 0.00685358 0.0068921 0.00684183 0.00688972 0.00676298 0.00666294 0.00830304 0.00763911 0.00681423 0.00686201 0.00494772 0.00471156 0.00896635 0.00697671 0.00692349 0.00511467 0.00221605
internal_weight=0 554 2567 2447 2416 59 373 347 181 2357 325 2024 73 2004 1982 1954 1932 1773 1696 159 132 106 1539 87 157 77 1452 1431 97 55
internal_count=3121 554 2567 2447 2416 59 373 347 181 2357 325 2024 73 2004 1982 1954 1932 1773 1696 159 132 106 1539 87 157 77 1452 1431 97 55
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 4 49 50 1 40 0 1 11 39 43 4 13 15 4 47 16 3 3
split_gain=11.4026 1.77962 1.02174 0.833052 0.622694 0.492669 0.444343 0.3915 0.338995 0.296988 0.254771 0.252398 0.175711 0.174534 0.150406 0.122699 0.117453 0.112353 0.108207 0.0904131 0.089617 0.0866161 0.110202 0.101743 0.08386 0.0811513 0.0775227 0.0750707 0.0688046 0.106266
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.15289999999999995 -0.054984999999999992 0.041865000000000006 0.091195000000000012 -0.077474999999999988 -0.23001499999999997 0.12958500000000003 1.0000000180025095e-35 0.095830000000000012 0.0010100000000000003 -0.015039999999999998 -0.082199999999999981 -0.086254999999999984 0.061775000000000004 0.090280000000000013 -0.11118499999999999 -0.017889999999999996 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 16 25 9 11 -4 15 -9 -2 24 -1 -3 -13 -5 -11 28 22 -19 -24 27 -8 -15 -6 -14 -30
right_child=1 4 10 18 14 -7 7 12 -10 19 -12 17 20 26 -16 -17 -18 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0005673871359899279 0.00031857463385900263 0.0001712934477727549 0.00047151950867943288 0.0002752539714140308 8.4635368420193786e-05 0.00034346906148700738 0.00049433854312492251 0.00038972327111325426 0.00031236029424844611 0.00056126897767478344 0.00026090853823504824 0.00038902083380909166 0.00011168385918626525 0.00055663548624035949 0.00017485997475772183 0.00051672559674873235 3.4094521781059205e-05 0.00055618636627735227 0.00012133152779264778 0.00070161795462755602 0.00010195987408366693 0.00048624321601573311 0.00056328486237877445 0.00048046180027942802 -0.00010659276852475515 0.00034061875052933898 0.00045728894119280504 -5.7855058186639705e-05 0.00027725742858895517 0.00014695384156504117
leaf_weight=1117 23 47 34 59 44 48 23 20 24 25 63 26 20 58 26 220 49 330 25 60 32 217 79 205 20 31 63 21 77 35
leaf_count=1117 23 47 34 59 44 48 23 20 24 25 63 26 20 58 26 220 49 330 25 60 32 217 79 205 20 31 63 21 77 35
internal_value=0 0.000243762 0.000531943 0.000384625 0.000171589 0.00054008 0.000213873 0.000259294 0.000544178 0.000546619 0.000334731 0.000542213 0.000216212 0.000475148 4.43559e-05 0.000559051 0.000101265 0.000515945 0.000229444 0.000660339 0.000195052 0.000519916 0.000531817 0.000503501 4.437e-06 0.000406092 0.00050491 3.86e-05 0.00021762 0.000236538
internal_weight=0 673 2448 228 445 2351 334 238 2303 2279 97 2194 184 144 111 1337 96 857 84 85 164 831 614 284 85 54 121 65 132 112
internal_count=3121 673 2448 228 445 2351 334 238 2303 2279 97 2194 184 144 111 1337 96 857 84 85 164 831 614 284 85 54 121 65 132 112
is_linear=0
shrinkage=0.00196078


Tree=6998
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 457 2 1 1 2 4 4 50 2 16 47 1 4 475 43 3 51 4 49 43 15 11
split_gain=17.5903 2.18367 1.79487 1.72049 1.23551 0.803542 0.577045 0.559094 0.472843 0.488248 0.462938 0.299632 0.232143 0.206649 0.205175 0.201133 0.186934 0.174227 0.159262 0.15361 0.141457 0.117705 0.11458 0.115392 0.112296 0.108456 0.106623 0.138058 0.106177 0.0988844
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.076975000000000002 0.080930000000000016 0.13501500000000002 0.077845000000000011 0.089770000000000016 0.15361500000000003 -0.55119499999999988 0.27834500000000006 0.089465000000000017 0.092365000000000017 -0.062804999999999986 0.084210000000000021 0.11669000000000002 0.27287000000000006 -0.06562999999999998 -0.078654999999999989 0.11658 -0.031924999999999995 -0.036839999999999991 -0.078034999999999979 -0.080554999999999974 -0.088184999999999986 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 7 12 25 11 9 20 -4 13 14 -1 -3 17 -15 18 -13 22 21 -6 -2 -24 -21 -5 -12 -28 -26 -9
right_child=1 5 10 6 8 -7 -8 29 -10 -11 26 15 -14 16 -16 -17 -18 -19 -20 24 -22 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=0.0010448300610039112 0.00039290190543057651 0.00044125548266050704 0.0007917995233328736 0.0008813935112865532 0.00086112747767595581 0.00055453376984996314 0.0004850334786883026 0.0009099346635591648 0.00051749148099944256 0.00057025903514799437 0.00057488145421892621 0.00056633197435617896 0.00015582682675726358 0.00086397079538946147 0.00025414224825054551 0.00085106607053101531 0.00080783585298711022 0.00078738331441295661 0.00078167830739179838 0.00050058040749646868 0.00061862685261111631 0.00077173745149959659 0.00059275786302866174 0.00044736924202840077 0.00038673111937218799 0.00074359862217340486 0.00053433452921560387 0.00031375466813972477 0.00022470350043795755 0.0010643387103781981
leaf_weight=22 42 29 28 32 69 39 32 23 34 48 39 31 70 1211 101 135 281 155 23 20 20 316 41 43 48 70 24 20 23 52
leaf_count=22 42 29 28 32 69 39 32 23 34 48 39 31 70 1211 101 135 281 155 23 20 20 316 41 43 48 70 24 20 23 52
internal_value=0 0.00044163 0.00081759 0.000540063 0.000828773 0.000297069 0.000714758 0.000851011 0.000740506 0.000757245 0.000573783 0.000844311 0.000246863 0.00085618 0.000295883 0.000792073 0.000853398 0.000753968 0.000658054 0.000432188 0.000779406 0.000787758 0.000476522 0.000518333 0.000370801 0.000786828 0.000500235 0.000434071 0.000334243 0.00101699
internal_weight=0 590 2531 351 2420 239 134 1933 487 453 111 1858 200 1514 130 344 1492 209 54 217 405 385 126 84 91 102 83 44 71 75
internal_count=3121 590 2531 351 2420 239 134 1933 487 453 111 1858 200 1514 130 344 1492 209 54 217 405 385 126 84 91 102 83 44 71 75
is_linear=0
shrinkage=0.00196078


Tree=6999
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 47 2 2 4 0 1 4 150 15 12 4 3 160 47 131 15 3 160 3 4 0
split_gain=12.9868 2.07138 1.29622 1.05806 0.787151 0.613699 0.434208 0.353316 0.333074 0.329847 0.318907 0.283892 0.23142 0.229918 0.302727 0.215665 0.17933 0.133286 0.115054 0.123629 0.0994681 0.0994205 0.0945483 0.0933809 0.096772 0.112882 0.0916252 0.0924798 0.0893819 0.106297
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.13501500000000002 0.14285500000000004 0.27834500000000006 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 1.0000000180025095e-35 -0.098289999999999975 0.087765000000000024 -0.52556499999999995 -0.13927999999999999 0.085130000000000011 0.090100000000000013 0.082750000000000004 -0.41942499999999994 0.31534000000000006 -0.067824999999999983 -0.0025099999999999996 0.033845000000000007 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 -6 -5 11 16 12 -4 14 -1 18 28 -16 19 -15 -21 -19 -3 24 -13 -26 -14 -28 29 -7
right_child=1 2 9 8 7 10 -8 -9 -10 -11 -12 23 26 15 17 -17 -18 21 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00070862500077040875 0.00069029912032743705 0.00034398801287422793 0.00040260106999410219 0.00064407233041394261 0.00064509014370888514 0.00069454932190817853 0.00085414863455292593 0.00039693364215410981 0.00040326142388546983 0.00042398269705833157 0.00047968943592684426 0.00019695696701497808 0.00033393018638424552 0.00088386075113779127 0.00065920685290121565 0.00062312545536571192 0.00049170349885430044 0.00037874468102546511 0.00070201992418748133 0.00059827446909734407 0.00073521059783342505 0.00056311829112476507 0.00045919570953165199 0.00025683113696240806 0.00013386260095415127 -5.4901152202228206e-05 0.00026124788653302157 0.00012706275006148999 0.0006164039495656741 0.00055168996267883959
leaf_weight=89 74 190 39 34 71 223 79 32 63 34 48 29 23 21 22 98 26 22 830 21 707 23 32 20 29 21 39 40 120 22
leaf_count=89 74 190 39 34 71 223 79 32 63 34 48 29 23 21 22 98 26 22 830 21 707 23 32 20 29 21 39 40 120 22
internal_value=0 0.000380807 0.000342573 0.000688357 0.000426324 0.000696637 0.000711817 0.000567993 0.000487669 0.000243233 0.000630523 0.000217627 0.000274135 0.000705682 0.000633681 0.00071238 0.000649039 0.000534129 0.00071792 0.000735539 0.000731261 0.00047298 0.000360595 0.000137146 0.000106846 5.45818e-05 0.000225015 0.000193306 0.000660247 0.000681721
internal_weight=0 673 599 2448 325 2351 1912 103 97 274 439 240 141 1833 156 1677 391 67 1579 749 728 45 222 99 79 50 102 79 365 245
internal_count=3121 673 599 2448 325 2351 1912 103 97 274 439 240 141 1833 156 1677 391 67 1579 749 728 45 222 99 79 50 102 79 365 245
is_linear=0
shrinkage=0.00196078


Tree=7000
num_leaves=31
num_cat=0
split_feature=1 4 123 2 376 2 2 3 43 457 4 16 401 15 51 13 1 14 11 1446 50 15 158 159 50 1 3 1 13 0
split_gain=0.499671 0.0828103 0.0640924 0.0518208 0.0577884 0.0409904 0.0372062 0.0297335 0.0309349 0.0287659 0.0282247 0.0314146 0.0279064 0.0440779 0.0270753 0.0254193 0.025171 0.0244268 0.0297926 0.0261959 0.0309938 0.0448878 0.0291402 0.0560632 0.0297754 0.0522935 0.0558169 0.0705654 0.0429996 0.03754
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.082945000000000019 0.10045500000000002 0.25063000000000007 -0.13309499999999996 -0.0064299999999999991 0.080930000000000016 -0.15764999999999998 -0.008904999999999998 1.0000000180025095e-35 0.10549000000000001 0.091630000000000003 1.0000000180025095e-35 0.11910500000000002 0.076975000000000002 0.075910000000000019 0.11581000000000001 0.11875500000000001 -0.0079099999999999986 0.11817500000000002 0.11389500000000001 0.083090000000000011 0.080270000000000022 -0.096544999999999978 0.091450000000000017 -0.086589999999999986 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 17 7 8 -3 12 -5 14 -7 -14 -12 16 -9 19 -19 20 22 -22 23 24 25 -1 27 -27 -28 -30
right_child=1 6 -4 10 -6 9 -8 15 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0077585738907539033 0.0075227871763912076 0.0022855039127171041 0.0050765309184134825 0.0064954263144031618 0.0016949785081669688 0.0070961534568284475 -0.00097160807345062503 0.0050782075802668592 0.0073628181931174666 0.0039975182361606711 0.0069056952613647336 0.00087649359066302012 0.001005618121707812 0.0075652212336925527 0.0029164819036731904 -0.00060091003225269646 0.0023240821574883603 0.0064960107025399342 0.01075546023919462 0.010863821291908 0.0076045024367730795 0.0024638047152809031 0.010288610779680312 0.0034762552253210528 0.0084670670261202501 -0.0014051082381047308 0.0028225711197592319 0.0064318565345645234 0.0035296688084296571 0.0077097260849067666
leaf_weight=1051 114 20 120 33 20 429 24 44 30 38 27 39 20 21 46 22 135 24 52 24 41 29 40 33 345 20 24 27 24 205
leaf_count=1051 114 20 120 33 20 429 24 44 30 38 27 39 20 21 46 22 135 24 52 24 41 29 40 33 345 20 24 27 24 205
internal_value=0 0.00402146 0.00733293 0.00523527 0.00665296 0.00744359 0.00278999 0.00314967 0.00533189 0.00664397 0.00392513 0.00316781 0.00685794 0.00436541 0.00439194 0.00260683 0.00300107 0.00765308 0.00941037 0.00758139 0.00753855 0.00547478 0.00762022 0.00755849 0.00763792 0.00742618 0.00626169 0.00309698 0.0068496 0.00727164
internal_weight=0 554 2567 279 134 2447 275 251 50 508 145 112 470 41 73 201 179 1939 76 1863 1839 70 1769 1729 1696 1351 300 47 253 229
internal_count=3121 554 2567 279 134 2447 275 251 50 508 145 112 470 41 73 201 179 1939 76 1863 1839 70 1769 1729 1696 1351 300 47 253 229
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=31
num_cat=0
split_feature=1 4 1 4 52 155 2 0 2 4 50 14 16 12 10 14 43 4 151 1 51 475 15 13 3 43 3 51 52 12
split_gain=0.404734 0.0670764 0.0519811 0.0647169 0.0473186 0.0469527 0.0387976 0.0444958 0.0365909 0.0682582 0.0316161 0.0310999 0.0617284 0.0348117 0.032233 0.0305049 0.0269313 0.0295918 0.0290642 0.0305967 0.0285936 0.0319307 0.0312676 0.0325128 0.060958 0.0291407 0.028099 0.0260526 0.0255414 0.0250091
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.17966999999999997 0.5116750000000001 0.10158500000000002 1.0000000180025095e-35 -0.019414999999999998 0.11362000000000001 -0.064804999999999988 0.088895000000000016 -0.42495999999999995 -0.16927999999999996 0.10016000000000001 -0.074314999999999978 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 1.0000000180025095e-35 0.085760000000000017 0.11548000000000001 0.016915000000000003 -0.23060499999999998 -0.117405 -0.077774999999999983 -0.076484999999999984 -0.10023499999999998 -0.047599999999999996 -0.065544999999999978 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 27 10 6 7 -2 15 -10 -5 28 13 14 -13 16 -1 26 20 -20 21 22 -19 24 -24 -22 -18 29 -3 -4
right_child=1 11 3 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 18 19 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033339825501157482 0.0065061742240213787 0.0019633788149803879 0.0085997150610050855 0.0036489307602077092 0.0082448293469056036 0.0091456212328260081 0.0031822774716037715 0.001339215244515799 1.6370761330195126e-05 0.0061218790612484726 0.0066807019970534995 0.0065532543838186103 -0.0033696630015037955 -0.00047833343939573481 0.0024988905857999885 0.0087702204316226131 0.012193158306181432 0.010457486169448553 0.0061232511410101633 0.0017635466001758523 0.0068788308550008677 0.0038756316674125354 0.00016902769915759565 0.0070416958543711508 0.007165536309846423 0.0027965004829799429 0.0069557920320048221 0.010532409869707549 0.0059894130378961566 0.0043487082303981881
leaf_weight=22 100 26 31 190 33 22 137 20 21 143 42 23 20 33 133 83 20 26 60 22 36 33 20 1646 33 34 21 26 40 25
leaf_count=22 100 26 31 190 33 22 137 20 21 143 42 23 20 33 133 83 20 26 60 22 36 33 20 1646 33 34 21 26 40 25
internal_value=0 0.00361932 0.00659964 0.00546143 0.00470176 0.00471175 0.00433219 0.00564501 0.00677755 0.00534008 0.00419779 0.00251099 0.00191339 0.00247245 0.00309665 0.00689221 0.00681321 0.00685244 0.00679538 0.00495357 0.006878 0.00695692 0.00701587 0.0069632 0.00452534 0.00489598 0.0095106 0.00791648 0.0044034 0.00670194
internal_weight=0 554 2567 347 265 279 257 120 2220 164 232 275 209 189 156 2056 1973 1951 1910 82 1828 1758 1725 1699 53 70 41 82 66 56
internal_count=3121 554 2567 347 265 279 257 120 2220 164 232 275 209 189 156 2056 1973 1951 1910 82 1828 1758 1725 1699 53 70 41 82 66 56
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=31
num_cat=0
split_feature=1 12 1 10 0 15 401 123 15 47 10 2 3 14 15 47 4 16 3 0 12 49 1375 16 1 2 47 13 42 484
split_gain=0.329014 0.0899785 0.0499767 0.0392833 0.0483386 0.0453847 0.0394035 0.0409219 0.0347638 0.0338496 0.0314549 0.0383978 0.0304437 0.031174 0.0358491 0.0288298 0.028826 0.0338064 0.045583 0.0333694 0.0287063 0.0221884 0.0216016 0.0234828 0.0267957 0.0311371 0.0212659 0.0210997 0.0290125 0.0280161
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 -1.0000000180025095e-35 0.0059850000000000016 -0.24436499999999997 0.085900000000000018 0.12630500000000003 0.013270000000000002 0.077555000000000013 1.0000000180025095e-35 0.11510000000000002 -0.11171999999999999 -0.23083499999999998 -0.17952999999999997 0.096300000000000011 0.033845000000000007 -0.44310499999999992 -0.14989499999999997 -0.13027499999999997 -0.085119999999999987 -0.054984999999999992 -0.093609999999999985 0.11346000000000002 0.093205000000000024 -0.0091949999999999983 0.11596500000000001 -0.083764999999999992 -0.0041849999999999986 0.087410000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -2 7 10 12 -1 11 26 -4 -14 -15 22 27 18 -18 -20 -12 -21 -16 24 -24 -26 -5 -3 -29 -30
right_child=3 16 8 6 -6 -7 -8 -9 -10 -11 20 -13 13 14 15 -17 17 -19 19 21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0054465320177336084 0.0046304137242259456 0.0067736721086099671 0.00058321838813095255 0.0080106987312712988 -0.0036059981602011254 -0.00093662274475381886 -0.00099691502262084261 -0.00083689834398683162 0.0067993975803256031 0.0091461433047541132 0.0040035844331474174 0.0035085724970106398 0.0069789165292956663 0.00017406240416069826 0.00062838931612315633 0.007556772795284078 0.0028566440674088274 0.004516302699856067 0.010948664338017505 0.0092340571992099284 -0.0012251194242188443 0.0051372855280836429 0.0062224408669862901 0.0070054214690690453 0.00021648777783998558 0.0037975967671497659 0.003963413373567164 0.0065472589487653877 0.0053821431314260322 0.0074671887466845671
leaf_weight=168 32 579 29 37 20 27 21 20 40 29 21 139 31 27 21 21 24 213 24 20 21 39 32 23 31 112 20 614 614 72
leaf_count=168 32 579 29 37 20 27 21 20 40 29 21 139 31 27 21 21 24 213 24 20 21 39 32 23 31 112 20 614 614 72
internal_value=0 0.00583313 0.00470632 0.00261116 0.000642588 0.00208279 0.00316857 0.00350762 0.00401664 0.00599114 0.0038727 0.00440488 0.00367625 0.00397725 0.00362874 0.00401739 0.00612214 0.0052448 0.00669498 0.00780486 0.00138923 0.00652602 0.003678 0.00400144 0.00360663 0.00302127 0.0065906 0.00627155 0.00604792 0.00560098
internal_weight=0 2763 564 358 79 59 279 258 367 197 238 196 327 298 267 240 2199 320 107 83 42 59 219 198 175 143 57 1879 1300 686
internal_count=3121 2763 564 358 79 59 279 258 367 197 238 196 327 298 267 240 2199 320 107 83 42 59 219 198 175 143 57 1879 1300 686
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 1 14 4 0 16 2 2 34 150 4 150 0 0 0 43 2 156 13 0 475 49 16 3 157
split_gain=20.8024 2.85745 2.24422 1.65722 1.31492 0.779709 0.676444 0.669431 0.620339 0.558845 0.522592 0.443576 0.362096 0.262921 0.25942 0.258272 0.329654 0.290783 0.235135 0.22055 0.212672 0.369464 0.208679 0.206293 0.203555 0.188123 0.170771 0.167849 0.159053 0.158922
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.085505000000000012 0.09253500000000002 0.076175000000000007 0.40124500000000002 -0.13027499999999997 -0.034884999999999992 0.14122000000000004 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.14832499999999996 -0.079119999999999982 -0.078139999999999973 0.11177500000000001 -1.0000000180025095e-35 -0.016469999999999995 -0.081894999999999982 -0.069854999999999987 -0.078034999999999979 -0.052894999999999991 -0.12711499999999995 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 7 12 -4 15 -5 14 -7 25 13 -3 -6 17 18 -1 -17 29 24 -22 -21 -15 -2 -11 -8 -20 -24 -19
right_child=1 5 6 8 9 10 26 -9 -10 11 -12 -13 -14 23 -16 16 -18 19 27 22 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078071764376365556 0.00025642400981119498 0.00021644520007576632 0.00083380397086943718 0.00085920623871458678 0.00073309832928227447 0.00037075196597593049 0.00059528705674551346 0.0010906697332722438 0.00052988825918775389 0.00093702382529270629 0.00070546300800931536 0.00062479603323428072 0.00018199850019554612 0.00032345164056808571 0.00046464123759491771 0.0010636237822994798 0.00062842063751875185 0.00076274162803600032 0.00087592346251754631 0.0010573121457318074 0.00074212086901945229 0.00047451060030462804 0.0007500991142832974 0.00053541716612324087 0.00048689736068654793 0.00082220185794172238 0.0004105907746404784 0.00072487860163247667 0.00088182030710474816 0.00093489318562680593
leaf_weight=62 26 40 34 91 31 47 38 77 29 66 29 40 101 41 25 21 25 21 132 24 25 96 39 31 34 325 39 36 366 1130
leaf_count=62 26 40 34 91 31 47 38 77 29 66 29 40 101 41 25 21 25 21 132 24 25 96 39 31 34 325 39 36 366 1130
internal_value=0 0.000467229 0.000876076 0.000600937 0.000888581 0.000327968 0.000603453 0.000911522 0.000779621 0.000797522 0.000498471 0.000821464 0.000267132 0.000343904 0.000613251 0.00090409 0.000840019 0.00091244 0.000868009 0.000917609 0.000482473 0.000529802 0.000879663 0.000414715 0.000387026 0.000841584 0.00050174 0.000843557 0.000869136 0.000931752
internal_weight=0 590 2531 301 2420 289 111 1933 120 487 76 431 213 112 56 1856 214 1642 189 1580 181 121 429 72 60 391 77 168 405 1151
internal_count=3121 590 2531 301 2420 289 111 1933 120 487 76 431 213 112 56 1856 214 1642 189 1580 181 121 429 72 60 391 77 168 405 1151
is_linear=0
shrinkage=0.00196078


Tree=7004
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 159 4 1 2 2 4 131 52 0 1 2 49 1 2 4 16 14 4 47 0 3 12
split_gain=13.5461 2.31497 1.3872 1.09392 0.804755 0.669066 0.541981 0.408865 0.384453 0.363425 0.349249 0.333694 0.279854 0.298467 0.160149 0.151834 0.140553 0.131976 0.216041 0.127971 0.124632 0.120062 0.11053 0.109965 0.105192 0.103261 0.0991823 0.0922913 0.0864279 0.0857288
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.40473500000000007 0.09253500000000002 0.089885000000000007 0.14285500000000004 0.40945500000000007 0.086835000000000009 -0.56176499999999996 0.18019500000000002 0.088975000000000012 0.10699500000000002 -0.053364999999999996 0.091450000000000017 0.31358000000000003 -0.036839999999999991 -0.016164999999999995 0.096015000000000017 -0.0070899999999999991 0.090100000000000013 -0.010949999999999998 0.0068900000000000012 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 26 6 7 11 -4 25 -5 20 13 28 21 -13 17 29 23 -12 -1 -14 -2 -19 -9 -6 -3 -7 -10 -17
right_child=1 2 8 10 9 27 -8 24 12 -11 19 15 14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074601209496272063 0.00077295249262276813 0.00035601732906884485 0.00047691705107104544 0.00066346370195056873 0.00077630699682636412 0.00056249220573499571 0.00042744529877904972 0.00090034664424429062 0.00030740974324883197 0.00040924127485292652 0.00049849093742367859 0.00079914131845004678 0.00015155065603404626 0.00021816325715144229 0.00029734140312329843 0.00071182785326578285 0.00051979463036153832 0.00045035572813183997 0.00077603271924981884 0.00032118722113848053 0.00069398396517159663 -2.3164086445581678e-05 0.00061107210790604547 0.00063710625867779351 0.0007471111824498603 0.00061246186845442829 0.00047401452651612609 0.00038917596451068569 0.00047495833304008573 0.00066840657844663724
leaf_weight=1127 50 190 26 34 21 27 24 61 20 32 34 45 62 95 22 427 20 27 20 29 210 20 24 22 24 50 32 21 29 296
leaf_count=1127 50 190 26 34 21 27 24 61 20 32 34 45 62 95 22 427 20 27 20 29 210 20 24 22 24 50 32 21 29 296
internal_value=0 0.000393266 0.000352846 0.000707368 0.000439486 0.000715787 0.000720563 0.000723649 0.000250079 0.000582731 0.000503308 0.00071848 0.000226298 0.000282274 0.000148792 0.000688276 0.000682132 0.000686232 0.000604299 0.000416875 0.00073784 0.000108937 0.000720451 0.000534203 0.00085708 0.000660923 0.000373026 0.000486666 0.000406571 0.000694051
internal_weight=0 673 599 2448 325 2351 2303 2279 274 103 97 2194 248 144 104 857 812 792 69 63 1337 82 74 49 85 71 222 48 49 723
internal_count=3121 673 599 2448 325 2351 2303 2279 274 103 97 2194 248 144 104 857 812 792 69 63 1337 82 74 49 85 71 222 48 49 723
is_linear=0
shrinkage=0.00196078


Tree=7005
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 3 3 4 1 4 2 12 39 52 1 2 2 1 1429 1 0 131 52 52 2 160 51 15
split_gain=8.07786 1.38553 0.858441 0.730823 0.448026 0.411022 0.307475 0.256179 0.293132 0.24485 0.230608 0.220548 0.211192 0.170402 0.16314 0.106173 0.0950357 0.193611 0.0942602 0.0880548 0.151318 0.0812929 0.0851241 0.0784099 0.0755873 0.0735242 0.0821741 0.121651 0.0764812 0.0715789
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.30112000000000005 0.076840000000000006 0.27834500000000006 0.09253500000000002 0.40473500000000007 0.090425000000000019 -0.42850999999999995 0.089200000000000015 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.13093500000000002 0.080270000000000022 0.084690000000000015 1.0000000180025095e-35 -0.038659999999999993 0.09031500000000002 0.31359500000000001 -0.024714999999999997 0.11682500000000001 -1.0000000180025095e-35 -0.086719999999999978 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 25 6 9 8 14 12 -5 -6 19 -9 18 -14 21 -18 -4 24 -21 22 -17 -2 -1 28 27 -27 -3 -8
right_child=1 2 7 10 11 -7 29 13 -10 -11 -12 -13 15 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00060666156134600102 0.00062051516866099313 0.00017129429220374113 0.00039406408100891888 0.00052904073071624168 0.00052775481906307384 0.00039551508083355191 0.00074606890144027866 0.00024183645726030107 0.00039196926319461144 0.00036859248441921253 0.00032751798032229447 0.0003350021355507084 0.0006461696807130308 6.7009921661093888e-05 0.00016655357909143285 0.00055478768569818785 0.00031360284686682055 0.00054988207624239078 0.0002118005276675902 0.00057781136562143744 0.00040780323201896539 0.0006559427947599013 0.00047561273409363163 0.0004850227939683238 0.00050309676916993301 0.00050456319065168007 0.00028838989451993963 0.00033298488729662532 0.00030313508145566562 0.00063077341064329058
leaf_weight=838 52 21 24 34 74 48 47 34 47 22 61 33 43 58 94 621 20 40 20 485 21 28 57 24 28 24 52 47 87 37
leaf_count=838 52 21 24 34 74 48 47 34 47 22 61 33 43 58 94 621 20 40 20 485 21 28 57 24 28 24 52 47 87 37
internal_value=0 0.000327964 0.000297099 0.000568225 0.000363417 0.000575084 0.000578853 0.000216177 0.000258228 0.000574413 0.000399642 0.000468308 0.000576489 0.00013162 0.000212678 0.000551362 0.00054604 0.000471122 0.000311217 0.000591306 0.000570756 0.000552407 0.000548131 0.000577728 0.000603313 0.000314831 0.00034761 0.000390983 0.000277499 0.000695284
internal_weight=0 691 615 2430 338 2335 2287 277 185 2203 95 107 2181 92 138 809 766 60 44 1372 506 706 678 76 866 231 123 71 108 84
internal_count=3121 691 615 2430 338 2335 2287 277 185 2203 95 107 2181 92 138 809 766 60 44 1372 506 706 678 76 866 231 123 71 108 84
is_linear=0
shrinkage=0.00196078


Tree=7006
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 47 14 2 2 1 49 150 0 49 1 4 16 12 4 1 133 159 150 2 157 11 52 475 0
split_gain=23.581 3.79907 1.99987 1.60038 1.2837 1.24659 0.739866 0.727701 0.669689 0.533684 0.484678 0.42043 0.382794 0.379362 0.648238 0.442552 0.439205 0.255479 0.252467 0.26398 0.235225 0.21119 0.186852 0.178151 0.226313 0.178042 0.167994 0.16002 0.158528 0.145234
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.11690500000000002 0.085505000000000012 0.062655000000000016 0.14285500000000004 0.31358000000000003 0.09253500000000002 -0.054984999999999992 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0082450000000000006 -0.061854999999999993 0.09141500000000001 -0.52556499999999995 0.13075500000000004 -1.0000000180025095e-35 0.082585000000000006 1.0000000180025095e-35 0.10882500000000002 -0.07686999999999998 0.084680000000000019 0.12418000000000001 -0.07675499999999999 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 22 9 13 12 27 -4 -2 28 14 15 -1 18 -8 19 -15 21 -5 23 24 -3 -20 -13 -7 -6 -21
right_child=1 5 10 20 8 6 17 -9 -10 -11 -12 26 -14 16 -16 -17 -18 -19 25 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093728448310968402 0.00060409109845744777 0.00076862328834676765 0.00084300382146579582 0.00041928199823753189 0.00099018496625563677 0.00028403554034629015 0.00041039479040684817 0.0011478412407271233 0.00060074468217733931 -2.4379130408740023e-06 0.00055251299828471228 0.00084761953183275804 0.00064446824895638701 0.0011958897317055444 0.0010893489897640704 0.00068587751316115419 0.00084057259001118741 0.00064894690045288637 0.00076902104553833509 0.00098670862147295815 0.00034248609122633023 0.00066068321620224677 0.00042724291091425379 0.00050382267710655715 0.00054068056202677297 0.00094248972770163725 0.0010101635219591574 0.00044486496547962268 0.00087052022443538245 0.00081807620092934244
leaf_weight=45 23 33 34 22 49 158 45 79 39 24 63 87 27 23 36 67 104 28 24 1078 24 38 38 57 34 436 34 28 324 20
leaf_count=45 23 33 34 22 49 158 45 79 39 24 63 87 27 23 36 67 104 28 24 1078 24 38 38 57 34 436 34 28 324 20
internal_value=0 0.00051582 0.000930243 0.000721633 0.000941627 0.00041037 0.00033185 0.000963582 0.000846008 0.00027274 0.000654335 0.000847101 0.000869921 0.00095564 0.000860461 0.000786889 0.000964 0.000501894 0.000972119 0.000987992 0.000506546 0.000572169 0.000547536 0.0005844 0.000652951 0.000933439 0.000893293 0.000308246 0.00088624 0.000983637
internal_weight=0 673 2448 228 2351 445 283 1912 439 210 97 144 400 1833 148 112 1685 73 1581 1121 84 60 162 124 67 460 121 186 373 1098
internal_count=3121 673 2448 228 2351 445 283 1912 439 210 97 144 400 1833 148 112 1685 73 1581 1121 84 60 162 124 67 460 121 186 373 1098
is_linear=0
shrinkage=0.00196078


Tree=7007
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 150 43 1 2 376 12 13 39 4 1 40 13 43 12 1 43 156 51 2 43 1456 52 475 457 0
split_gain=0.556849 0.0894605 0.0722246 0.0546611 0.0548083 0.0545671 0.0545302 0.0448303 0.0434783 0.0411993 0.0375875 0.0363246 0.0399664 0.0347965 0.0275631 0.0266366 0.0449609 0.0400246 0.0254037 0.0402642 0.0354275 0.0280934 0.0253342 0.0376568 0.02937 0.041209 0.0390774 0.0389239 0.0340333 0.0340248
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.10980500000000001 -0.085594999999999991 0.16540500000000002 0.11411 0.083785000000000012 0.11734000000000001 -0.004174999999999999 0.089130000000000015 0.024790000000000003 0.13075500000000004 -0.063404999999999989 -0.079299999999999995 -0.072864999999999985 0.087830000000000005 0.089875000000000024 0.093175000000000022 0.091015000000000013 0.092790000000000011 0.08734500000000002 -0.082144999999999982 -0.084824999999999998 -0.091869999999999993 -0.085684999999999997 -0.086374999999999993 -0.088774999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 6 -6 -1 11 14 -8 18 15 13 -13 -2 17 -17 -3 19 20 21 22 24 -24 25 -4 -26 28 -27 -29
right_child=1 7 10 -5 5 -7 9 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 26 27 -28 29 -30 -31
leaf_value=0.0070139510972375002 0.0079694808879801054 0.0029436911048035916 0.0051054783641239221 0.0023272800794802606 0.0079696253289961629 0.0026663960578540962 -0.00013816091232001781 -0.00086602779058739558 0.0040484983791367543 0.0049891266831158044 0.0058133556095390834 0.00893870071740821 0.0011857138627896174 0.0046081158654256299 0.0038568501616828145 0.0027733834291002943 -0.001961488425634646 0.0075797098986804482 0.0076517721243985776 0.004341797394833217 0.012203906426671893 0.0046796376956626771 0.0077880102116614589 0.013851026055358706 0.0034990399377420548 0.0093918590759858502 0.008028459506866056 0.01081421934606841 0.015155795134515281 0.0080643320504582769
leaf_weight=74 88 73 23 30 255 21 25 25 73 42 87 28 21 55 20 122 24 25 1235 24 25 20 20 21 20 20 400 67 21 137
leaf_count=74 88 73 23 30 255 21 25 25 73 42 87 28 21 55 20 122 24 25 1235 24 25 20 20 21 20 20 400 67 21 137
internal_value=0 0.00410944 0.00760525 0.00645009 0.00674669 0.00756612 0.00514271 0.00322423 0.00593366 0.00307596 0.00784882 0.00351807 0.00508298 0.00606904 0.00720788 0.00285106 0.00199505 0.00412635 0.00793592 0.00837568 0.00850076 0.00837716 0.0084786 0.0108935 0.00833469 0.00915262 0.00781277 0.00953255 0.0123441 0.00896748
internal_weight=0 554 2567 447 417 276 141 373 181 67 2120 348 104 83 108 244 146 98 2033 798 774 749 729 41 688 268 420 245 41 204
internal_count=3121 554 2567 447 417 276 141 373 181 67 2120 348 104 83 108 244 146 98 2033 798 774 749 729 41 688 268 420 245 41 204
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=31
num_cat=0
split_feature=1 2 12 12 15 3 97 47 52 52 150 4 50 12 47 34 14 0 2 16 4 4 158 11 15 51 4 4 14 51
split_gain=0.451048 0.0761879 0.0612815 0.0585019 0.0516338 0.0533151 0.0449337 0.0448468 0.0583184 0.0470708 0.0416871 0.0395662 0.0349881 0.0304459 0.0298705 0.0297433 0.0369567 0.0293892 0.0250913 0.0301781 0.0500074 0.0241339 0.0300695 0.0250557 0.0415508 0.0739607 0.0375367 0.0632514 0.0352008 0.0297834
threshold=0.10920500000000001 0.13622000000000004 1.0000000180025095e-35 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.0047149999999999996 0.077555000000000013 -0.088614999999999985 -0.080114999999999978 0.083770000000000011 -0.036839999999999991 0.086295000000000011 0.11734000000000001 0.09364500000000002 -0.021334999999999996 -0.46166999999999997 -0.070154999999999981 0.092235000000000025 -0.36241499999999999 0.010840000000000001 0.053180000000000012 0.085030000000000008 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 -0.14098499999999997 -0.46376499999999993 0.078320000000000015 -0.047599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 5 6 -1 8 -8 10 -10 -4 -3 21 -9 -2 -17 -14 -11 -20 -21 23 -23 26 25 29 27 -5 -26 -25
right_child=1 12 11 13 -6 -7 7 14 9 18 -12 -13 17 -15 -16 16 -18 -19 19 20 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0015520780633475322 0.0016479141778305232 0.0012028081007991677 0.0095807500157712236 0.0081025061453692624 0.0089037765062433515 0.0010539917184639936 0.0079367954620613232 0.011073437530117539 -0.001125774484978098 0.0072021354202246451 0.0046199290518416092 0.0053304512610464309 0.0071529497525521695 0.0052320200814758482 0.0065412941147135854 0.0082291227113455538 0.003654647658313841 0.0018624163297187937 0.0069728359570338698 0.0057840174992452378 0.00048032432696345497 0.0055525842199900324 0.0083779588089479759 0.0072478308646502544 0.014063746829051524 0.0018553176615387201 0.0072268698716924876 0.00014943065121769905 0.00874704687263478 0.01143511851819662
leaf_weight=24 63 135 27 20 48 26 74 26 23 57 28 116 21 87 33 20 151 21 36 40 32 175 48 49 20 20 1622 20 33 26
leaf_count=24 63 135 27 20 48 26 74 26 23 57 28 116 21 87 33 20 151 21 36 40 32 175 48 49 20 20 1622 20 33 26
internal_value=0 0.0036985 0.00450203 0.00684473 0.00580508 0.0054323 0.00573749 0.00602532 0.00551401 0.00468398 0.00202873 0.00613296 0.00198702 0.00706394 0.00853851 0.00350535 0.00418967 0.00450768 0.0055047 0.00460883 0.00342682 0.00714233 0.00616074 0.00726327 0.00851007 0.00725856 0.00715224 0.00412597 0.0107533 0.00869942
internal_weight=0 554 377 2567 447 399 373 349 290 216 51 143 177 2120 59 234 171 42 165 108 72 2033 223 1810 148 95 1662 40 53 75
internal_count=3121 554 377 2567 447 399 373 349 290 216 51 143 177 2120 59 234 171 42 165 108 72 2033 223 1810 148 95 1662 40 53 75
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 2 2 150 4 0 150 4 0 4 13 0 15 3 475 49 48 16 4 1 10 0
split_gain=24.6884 3.97594 2.2453 2.03294 1.76827 1.31222 0.788962 0.639484 0.632401 0.499323 0.414519 0.373865 0.334917 0.371068 0.344432 0.272958 0.243515 0.285728 0.233902 0.205691 0.202496 0.199634 0.197356 0.182021 0.164826 0.141025 0.137873 0.1324 0.130402 0.124357
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.099515000000000006 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.13501500000000002 0.17025000000000004 1.0000000180025095e-35 0.00063500000000000004 -0.11173999999999999 0.09487000000000001 0.40124500000000002 -0.079119999999999982 -0.55119499999999988 -1.0000000180025095e-35 -0.15202999999999997 -0.03241999999999999 -0.12711499999999995 -0.079029999999999975 -0.053364999999999996 0.090225000000000014 -0.008904999999999998 -0.036839999999999991 0.12337000000000002 -0.38124499999999995 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 8 -6 -5 12 11 15 22 13 20 19 -4 -15 -18 27 -14 -1 -19 -7 -9 25 -20 -2 -3 -12 -24
right_child=1 2 10 7 6 9 -8 23 -10 -11 28 -13 14 16 -16 -17 17 21 24 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092392998228387 0.0010046558298316658 0.00045265891024541901 0.00047142834408707868 0.00087981049353826133 0.00084582495804872608 0.001012655201794005 0.00050835242806786317 0.00064347523856465513 0.001150774352936799 0.00066935893884719974 0.0002066069800438809 0.00065772368605793087 0.0011188119416143381 0.0010005837996237541 0.00069495580695466707 0.00027292947566730642 0.001162069977498522 0.00078884349124035624 0.0005268014403232616 0.00091146158041871571 0.00067254914943653426 0.00094606400144976396 0.00088968938844260017 0.00043201798502610212 0.00063532499213951913 0.00033586166616456179 0.00082385765960793088 0.00034052639594255154 8.0215653368071009e-07 0.00074027414478914201
leaf_weight=28 50 129 39 34 84 49 39 34 76 48 29 27 20 1077 27 84 22 34 58 229 22 358 311 29 38 20 24 59 20 23
leaf_count=28 50 129 39 34 84 49 39 34 76 48 29 27 20 1077 27 84 22 34 58 229 22 358 311 29 38 20 24 59 20 23
internal_value=0 0.000517233 0.000464261 0.000941276 0.000540452 0.000952753 0.000738821 0.000663095 0.000975539 0.000858575 0.000275113 0.000880728 0.00096821 0.000979476 0.000905307 0.000335868 0.000985048 0.000944631 0.000460191 0.000928116 0.000813322 0.000932428 0.000896449 0.000546138 0.000529432 0.000477843 0.000946019 0.000417468 0.000122605 0.0008794
internal_weight=0 673 599 2448 427 2351 123 97 1893 458 172 410 1817 1541 276 123 1491 414 304 249 50 392 383 63 116 78 74 188 49 334
internal_count=3121 673 599 2448 427 2351 123 97 1893 458 172 410 1817 1541 276 123 1491 414 304 249 50 392 383 63 116 78 74 188 49 334
is_linear=0
shrinkage=0.00196078


Tree=7010
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 4 2 4 48 1 1429 4 160 4 0 1 52 12 1 131 15 4 47 3 131
split_gain=13.5869 2.34433 1.52382 1.11997 0.815635 0.715026 0.445718 0.411146 0.337868 0.305811 0.264481 0.251958 0.219518 0.216475 0.20506 0.270734 0.133871 0.130296 0.123379 0.173693 0.151448 0.108798 0.108561 0.102212 0.101125 0.135634 0.125054 0.0930491 0.110291 0.0880075
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.42051500000000003 -0.015314999999999997 0.080270000000000022 0.083420000000000008 0.042705000000000007 -0.067824999999999983 -0.013514999999999998 0.14486500000000005 0.093100000000000002 0.31359500000000001 0.095780000000000018 0.075045000000000014 0.082750000000000004 -0.41942499999999994 0.015030000000000002 0.090100000000000013 1.0000000180025095e-35 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 27 9 11 13 -5 14 -6 12 -4 -7 21 16 -16 -14 19 23 22 -1 -20 -15 25 -13 -27 28 -3 -2
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 24 17 18 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00076690483746605115 0.00078890447815259293 0.00032477276654084439 0.00037956502587783118 0.00066822019728994141 0.00066484159501143433 0.00053156570491980754 0.00045631719954513213 0.000488217188457819 0.00042568233723288716 0.00088597460026080513 0.00045013673752870159 0.0002244444694174825 0.00035013794839222802 0.00071166975887386864 0.00073474925506087849 0.00052687070483774863 0.0006190739937272726 0.00017622109378166365 0.00071080370712507765 0.00058842688547305292 0.00052762128502000655 0.00064874718002244538 0.00063686099295255378 0.00078406616227586011 0.00027384420854122804 0.00015795310119203493 -3.8324857252154097e-05 0.00048483588650603506 0.00041930289710383586 0.0006429678803078489
leaf_weight=894 47 98 52 34 71 32 37 41 63 62 32 29 22 283 457 28 42 67 187 36 27 31 129 102 20 24 26 32 92 24
leaf_count=894 47 98 52 34 71 32 37 41 63 62 32 29 22 283 457 28 42 67 187 36 27 31 129 102 20 24 26 32 92 24
internal_value=0 0.000402596 0.000362853 0.000717171 0.000453928 0.00072569 0.000255997 0.0006797 0.000510696 0.000751115 0.000598137 0.000225114 0.000278349 0.000689563 0.000745357 0.000714486 0.000725013 0.000219212 0.00069618 0.000718671 0.000668575 0.000762945 0.000680618 0.00073085 0.000149295 0.000117764 5.58886e-05 0.00038702 0.000370545 0.000739574
internal_weight=0 673 602 2448 325 2351 277 837 97 1514 103 240 141 796 1452 527 499 89 764 421 343 925 316 385 99 79 50 222 190 71
internal_count=3121 673 602 2448 325 2351 277 837 97 1514 103 240 141 796 1452 527 499 89 764 421 343 925 316 385 99 79 50 222 190 71
is_linear=0
shrinkage=0.00196078


Tree=7011
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 14 1 2 48 34 2 4 0 15 47 14 13 48 51 160 4 47 1428 0 42 15
split_gain=26.4607 4.39327 3.01714 2.3918 1.82469 1.32243 0.868772 0.805749 0.742373 0.662578 0.589777 0.582326 0.452964 0.378327 0.356657 0.348821 0.24399 0.480559 0.223293 0.201933 0.192227 0.190977 0.175019 0.362455 0.159534 0.133574 0.135638 0.131473 0.131389 0.128658
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.092845000000000025 0.14753000000000002 -0.015314999999999997 -0.038779999999999995 -0.090999999999999984 0.27834500000000006 -0.10474999999999998 -0.11713499999999999 0.090100000000000013 0.062655000000000016 -1.0000000180025095e-35 0.10184000000000001 0.081440000000000026 -0.010514999999999998 0.0082450000000000006 0.081320000000000017 1.0000000180025095e-35 -0.23091999999999999 0.086555000000000007 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 9 11 12 -6 14 -5 13 -7 -4 -1 -15 17 -16 27 21 -17 25 23 -19 28 26 -14 -3 -18 -13
right_child=1 2 6 10 8 7 -8 -9 -10 -11 -12 29 19 15 16 20 24 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078551306616707491 0.0010080706732861883 0.00064408315849019638 0.00021467685737272996 0.00088930590661606842 0.00095750851522193893 0.00072291584101085576 0.0006434440768550493 0.00069658539529579382 0.00058962375753455684 0.0012401623355671244 0.0005745434103643193 0.00027931663618587394 0.0009605095279417653 0.00060833452432125859 0.001167043993165156 0.00030719554517498238 0.0010635591527139248 0.0007575506304739279 0.00067971872915062817 0.0011538391245558938 0.0005163833375691491 0.00085830050303559711 0.00075726158101674802 0.0010847180867506788 0.00093871603740218652 0.0011108568856888765 0.0010980233741499752 0.00048601447550682516 0.001023195067463015 0.0001229471319775079
leaf_weight=22 74 23 39 37 71 30 34 48 30 62 60 32 562 33 29 57 827 23 33 22 24 61 31 30 53 26 29 168 496 55
leaf_count=22 74 23 39 37 71 30 34 48 30 62 60 32 562 33 29 57 827 23 33 22 24 61 31 30 53 26 29 168 496 55
internal_value=0 0.000557344 0.000501661 0.000996343 0.000629437 0.00100879 0.000350103 0.000942668 0.000848236 0.0010415 0.000694607 0.000308546 0.000958849 0.000381378 0.00103335 0.000438407 0.00103701 0.000949421 0.000530782 0.00096896 0.000369177 0.000962961 0.000874289 0.00094274 0.0010442 0.000973308 0.000967257 0.000505049 0.00104843 0.000180462
internal_weight=0 673 599 2448 325 2351 274 778 101 1573 97 240 730 153 1511 114 1489 113 224 700 81 678 84 53 1376 617 591 191 1323 87
internal_count=3121 673 599 2448 325 2351 274 778 101 1573 97 240 730 153 1511 114 1489 113 224 700 81 678 84 53 1376 617 591 191 1323 87
is_linear=0
shrinkage=0.00196078


Tree=7012
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 1 2 42 2 151 12 1 3 13 15 0 42 4 3 48 0 51 15 16 1446 3 0 160 15 129
split_gain=0.650901 0.103774 0.0850146 0.0652712 0.0556899 0.0623828 0.0497556 0.0416998 0.0394291 0.0385171 0.038061 0.0359128 0.0348599 0.0331124 0.0313518 0.0465202 0.0382011 0.0306945 0.0297789 0.0784784 0.0524259 0.02961 0.0468373 0.0414443 0.064092 0.0364297 0.0360534 0.0351948 0.0441429 0.0331212
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 0.035560000000000008 0.08864000000000001 0.25063000000000007 0.09112000000000002 1.0000000180025095e-35 -0.080384999999999984 0.087830000000000005 0.089875000000000024 -0.13309499999999996 -0.14819499999999997 -0.11713499999999999 -0.094299999999999981 -0.035074999999999988 0.00063500000000000004 -0.0063699999999999989 -1.0000000180025095e-35 -0.0058249999999999994 0.14122000000000004 -0.076244999999999993 -0.014754999999999999 0.037915000000000011 -0.15713499999999997 -0.06563999999999999 -0.52336499999999997 0.084735000000000019 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 9 12 18 -2 -1 11 13 -3 -4 -11 -16 -17 21 20 -20 -7 22 -12 24 27 -25 29 -24 -29 -27
right_child=1 6 10 -5 -6 7 -8 -9 -10 14 17 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.011715471493485181 0.0079203598794785127 0.0057425263472832746 0.012199123797472566 0.0033303376331232579 0.010086630593286829 0.0057784308000312506 -0.0013862410608756668 0.0010232930007623509 0.0050639333372579564 0.010557476734276861 0.010295232039085833 0.005121745083791515 0.0027918825879350156 0.0089137214394228222 0.0037567036839104015 0.0045410476780186095 0.0092193032622162729 0.0071935231689323684 0.0017599253449589016 0.0080240440927445891 -0.00013347158674150705 0.0056936492632347641 0.0048996633151546128 0.009609714105587315 0.01412066720049119 0.0079629035586817262 0.0048368361453906125 0.012266184018881177 0.0084253225660873548 0.0036509936954826116
leaf_weight=23 112 50 32 82 48 60 24 20 85 25 119 24 201 742 38 24 64 314 25 100 20 41 26 54 21 163 71 32 461 20
leaf_count=23 112 50 32 82 48 60 24 20 85 25 119 24 201 742 38 24 64 314 25 100 20 41 26 54 21 163 71 32 461 20
internal_value=0 0.00434229 0.00812181 0.00570108 0.00686853 0.00648139 0.00296373 0.0053818 0.00668789 0.00790326 0.00838606 0.00893142 0.00337966 0.00904955 0.0073226 0.00668076 0.00794342 0.00805686 0.00580702 0.00677122 0.00430046 0.0083258 0.0084374 0.00817669 0.00870466 0.00725102 0.00674956 0.00848552 0.00867463 0.00749166
internal_weight=0 554 2567 279 447 399 275 225 197 174 2120 798 251 774 151 126 88 1322 205 125 80 1008 967 848 540 308 254 519 493 183
internal_count=3121 554 2567 279 447 399 275 225 197 174 2120 798 251 774 151 126 88 1322 205 125 80 1008 967 848 540 308 254 519 493 183
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=31
num_cat=0
split_feature=1 12 51 1 1 4 4 3 4 4 2 0 4 16 0 15 3 42 0 15 157 1455 158 2 3 14 15 3 49 47
split_gain=0.527639 0.124699 0.0736392 0.0639796 0.052536 0.0466813 0.0443626 0.0388661 0.0417983 0.0567277 0.040867 0.036703 0.0441821 0.036825 0.0351614 0.0342612 0.0314492 0.0346036 0.0313598 0.0302037 0.0298744 0.0281742 0.0279613 0.0392136 0.0269892 0.0329398 0.0395754 0.0291344 0.034789 0.0312526
threshold=0.11690500000000002 0.051320000000000005 -0.40274499999999996 0.08864000000000001 0.14860500000000001 0.40124500000000002 -0.04890499999999999 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 -0.14116499999999996 0.024790000000000003 -0.44310499999999992 -0.23091999999999999 0.024640000000000006 -0.063074999999999978 0.11159000000000001 -0.15599999999999997 -1.0000000180025095e-35 -0.051074999999999988 0.068185000000000009 0.07968500000000002 0.085045000000000023 -0.11171999999999999 -0.10708499999999999 -0.17952999999999997 0.11658 -0.039339999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 14 6 7 -4 10 9 -9 -3 -10 -13 -14 -1 24 -8 -18 -12 -20 -21 -15 23 -16 -5 -26 -27 29 -29 -28
right_child=2 5 4 15 -6 -7 16 8 11 -11 18 12 13 21 22 -17 17 -19 19 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.010969145931607194 0.0082979761986751808 0.01248321110532353 0.0067341177724301819 0.0016797803200056987 0.00028477316791395427 0.0039129983277858367 0.0048594044570970949 0.0074523362979692009 0.0032733811531215906 0.00047926324477884922 0.012060026060789824 0.0077659235512837418 0.0085708450683991289 0.0050794373928983519 0.0021306508779525761 0.0078815299233323654 0.0028589379845995128 -0.0011256480175070465 0.0045123629029030386 0.011142918834042165 0.0075434323609806595 0.0082992373881014912 0.0096434025704089932 0.0068997031830251221 0.0083113889244419547 0.0009403031999961688 0.0050511347487879037 0.0055516013927343821 0.00047522178609614018 0.0084955372643889856
leaf_weight=23 27 28 36 27 64 35 67 28 20 20 20 1644 56 154 20 38 170 25 23 31 90 33 29 125 27 26 149 27 27 32
leaf_count=23 27 28 36 27 64 35 67 28 20 20 20 1644 56 154 20 38 170 25 23 31 90 33 29 125 27 26 149 27 27 32
internal_value=0 0.00719645 0.00326004 0.00585079 0.00288429 0.00753565 0.00344257 0.0075947 0.00746137 0.00454689 0.00895237 0.00753473 0.00757989 0.0063213 0.00729454 0.00504507 0.0029903 0.00234809 0.00834954 0.00783419 0.00846561 0.00564764 0.00680882 0.0062419 0.00470289 0.00498631 0.00464233 0.00505192 0.00301341 0.00566009
internal_weight=0 2732 389 550 362 2182 298 2147 1955 48 192 1907 1887 243 197 353 262 195 164 144 121 187 174 145 315 288 261 235 54 181
internal_count=3121 2732 389 550 362 2182 298 2147 1955 48 192 1907 1887 243 197 353 262 195 164 144 121 187 174 145 315 288 261 235 54 181
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=31
num_cat=0
split_feature=1 12 3 132 1 39 4 43 43 13 457 3 3 0 49 1 52 15 4 3 52 2 4 4 0 4 16 0 4 15
split_gain=0.427388 0.101006 0.0652521 0.0601865 0.0518235 0.0441672 0.0378119 0.0327133 0.0434555 0.0573188 0.0332437 0.035017 0.0520021 0.0496332 0.0417438 0.0354513 0.0328047 0.0326891 0.0500211 0.0314815 0.0370785 0.0511545 0.0338566 0.0459494 0.0297295 0.0362357 0.0313174 0.0284807 0.0280175 0.103518
threshold=0.11690500000000002 0.051320000000000005 0.30112000000000005 0.10365500000000001 0.08864000000000001 0.088025000000000006 0.40124500000000002 -0.04890499999999999 -0.11720999999999999 -0.0072999999999999992 0.10613500000000002 0.13524500000000003 -0.0063699999999999989 -0.23194499999999998 -1.0000000180025095e-35 0.093400000000000025 -0.13993999999999998 -0.41396999999999995 0.27834500000000006 -0.13309499999999996 0.13796000000000003 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 -0.14116499999999996 0.0033150000000000007 -0.061854999999999993 -0.23091999999999999 -0.064054999999999987 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 17 27 -2 19 8 -6 -10 11 12 -9 14 -14 -15 -17 -4 -19 20 21 -3 23 -21 -24 -26 -27 -1 -29 -30
right_child=2 6 3 -5 7 -7 -8 10 9 -11 -12 -13 13 15 -16 16 -18 18 -20 22 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=0.009872231443169649 0.0048401687089212019 0.012712833352386953 0.0024570674487304957 0.0046885817279482059 0.0073169095694775813 0.0023547649745248207 0.0035216984887873493 0.0024443667054314306 0.0037831257708930525 -0.0014770549312406393 0.0018095398030709476 0.0029987498498018333 0.0011530557245714591 0.0054029597551561899 0.0075366200524426639 0.0071570007465779784 0.01187232953703238 0.00036081470090955977 -0.0060537311155349017 0.0067071026423946023 0.0039818253880366684 0.007819805672585483 0.0029460428934544327 0.00043133674247656015 0.0070266003352577877 0.006718134710147804 0.0047732732182464988 0.0076382741480807053 0.0069251399782890646 -0.00038481746585323264
leaf_weight=23 156 25 22 28 23 132 35 27 89 27 24 37 20 24 21 25 36 31 20 28 20 147 20 20 1549 193 145 72 76 26
leaf_count=23 156 25 22 28 23 132 35 27 89 27 24 37 20 24 21 25 36 31 20 28 20 147 20 20 1549 193 145 72 76 26
internal_value=0 0.00647681 0.00293404 0.000746994 0.00526571 0.00370103 0.00678208 0.00454056 0.00334609 0.00255877 0.0053164 0.00575938 0.00642698 0.0072804 0.00442269 0.00865882 0.00993982 -0.000764848 -0.00215469 0.00683523 0.00805713 0.008531 0.00671523 0.0040922 0.00678125 0.0068219 0.0058838 0.00656509 0.00612794 0.00506182
internal_weight=0 2732 389 101 550 288 2182 353 139 116 214 190 153 126 41 85 61 73 51 2147 192 172 1955 48 1907 1887 338 197 174 102
internal_count=3121 2732 389 101 550 288 2182 353 139 116 214 190 153 126 41 85 61 73 51 2147 192 172 1955 48 1907 1887 338 197 174 102
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=31
num_cat=0
split_feature=1 12 2 47 376 2 4 123 124 4 151 1 132 2 133 10 3 12 1 15 151 150 48 160 2 157 13 43 3 16
split_gain=0.347533 0.0942294 0.0529618 0.0476875 0.0473028 0.0397271 0.0551453 0.0500935 0.0458164 0.0452845 0.0447774 0.0619557 0.0381151 0.0353984 0.0495935 0.044113 0.0341145 0.0306739 0.0293421 0.0286242 0.0427401 0.0283927 0.0298929 0.0274162 0.0329244 0.0315953 0.0270016 0.0304145 0.0280334 0.0264564
threshold=0.11846000000000002 0.051320000000000005 0.10855000000000002 0.085505000000000012 0.080200000000000007 1.0000000180025095e-35 -0.011209999999999999 0.083855000000000013 -0.082899999999999988 -0.014149999999999998 1.0000000180025095e-35 0.09697500000000002 0.08696000000000001 0.13754500000000003 0.087985000000000022 0.058500000000000003 0.0022600000000000003 0.099815000000000015 0.10538500000000002 -0.41942499999999994 -1.0000000180025095e-35 0.08926000000000002 0.11156500000000001 1.0000000180025095e-35 0.10381000000000001 -0.0045449999999999996 -0.11122999999999998 -0.073404999999999984 -0.075359999999999996 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 6 7 -1 -8 23 11 -11 21 15 19 -2 -17 -3 -13 -15 -21 22 29 24 25 -7 -19 28 -28 -4
right_child=3 17 12 4 -6 9 8 -9 -10 10 -12 18 -14 14 -16 16 -18 26 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025879483669996265 0.003956352504595851 0.0062752939900483605 0.0077902631967195456 0.0053296939235673675 2.9676270926193825e-05 0.0074374830631616833 0.0019623250368749723 0.0040998271309945272 0.0080279638652097102 0.0068207063336799649 0.00034174732747487723 -4.1628967543753492e-05 -0.00091289350748411388 0.0015882585495192972 0.0049092591553926467 0.0031409157835878432 -0.0025061784375398216 0.0017943827745815117 0.0049567033961901204 0.0014746310322412423 -0.004296325473732202 0.0011890040169579581 0.00095175966038368648 0.01032493436165775 0.010236565516679549 0.0035778317208352839 0.0059941313821700931 0.0048235365904537473 0.0097704327013343577 0.0041456783823061579
leaf_weight=21 99 1829 28 85 21 48 20 24 33 98 20 24 20 36 20 20 23 21 23 21 33 34 20 24 20 38 92 232 25 69
leaf_count=21 99 1829 28 85 21 48 20 24 33 98 20 24 20 36 20 20 23 21 23 21 33 34 20 24 20 38 92 232 25 69
internal_value=0 0.00581156 0.00465843 0.00250015 0.00427969 0.00529764 0.00355325 0.000978865 0.00573904 0.00587714 0.00477739 0.0053892 0.00318937 0.00175161 0.000405009 0.00279475 0.000120377 0.00610731 0.00240436 -0.000595935 -0.00205206 0.00373272 0.00447192 0.00727297 0.00658196 0.00573206 0.00527693 0.00548648 0.00680103 0.00519772
internal_weight=0 2763 564 358 106 393 98 45 53 295 165 145 171 252 110 142 43 2199 47 90 54 151 117 130 106 86 370 349 117 97
internal_count=3121 2763 564 358 106 393 98 45 53 295 165 145 171 252 110 142 43 2199 47 90 54 151 117 130 106 86 370 349 117 97
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=31
num_cat=0
split_feature=4 3 2 9 44 2 149 2 1204 147 0 159 129 483 1429 484 51 3 0 159 48 48 41 52 15 1447 96 393 3 12
split_gain=0.285801 0.10341 0.0732926 0.0414841 0.0503825 0.0407504 0.0379696 0.0368027 0.0469611 0.048576 0.0545754 0.0388422 0.0370476 0.0354189 0.0431435 0.060472 0.0404601 0.0352208 0.0359909 0.0420721 0.0333402 0.042496 0.0360028 0.0332295 0.0518582 0.0303257 0.0282426 0.0260596 0.0260907 0.0349178
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 0.07770500000000001 0.089005000000000015 -0.079429999999999987 1.0000000180025095e-35 -0.089269999999999988 0.14765500000000001 -0.047864999999999991 -0.095084999999999989 0.084690000000000015 0.085435000000000025 -1.0000000180025095e-35 -0.15956499999999998 -0.066089999999999996 0.11389500000000001 0.10168500000000001 0.10557500000000002 0.085095000000000018 -0.088204999999999992 -1.0000000180025095e-35 -0.082869999999999985 0.086715000000000014 -0.048309999999999992 0.086245000000000016 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 26 12 -9 11 -11 20 -5 16 17 -16 -14 -15 19 27 22 -22 25 -20 -25 -10 -2 -19 29 -29
right_child=5 -3 -4 4 -6 -7 -8 8 9 10 -12 -13 13 14 15 -17 -18 18 23 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0024668189990431229 0.0024443118346111812 0.0015671454548525313 -0.00028918093758756698 0.0088845724957839888 0.0090481705767543694 -0.001773050450719893 0.0061625297288768572 0.00098459227893758446 0.0080051580519783627 -0.0018681774581117288 0.0048256541277153482 0.0095688026977586577 0.011582213517145388 0.0094572009441132362 0.0056279186650204501 -0.00059629501149713717 0.0059332729812012989 0.0026373572312295441 0.0056294212117791176 0.0014153005131943659 -0.00046983670908957721 0.0044612801924813544 0.0015662825992330911 -0.0010235069207502185 0.0053651032348473876 0.0052848145863317103 -0.0013575175111847264 0.00795819076880523 0.002640487567987293 0.0058124208197196988
leaf_weight=48 281 75 23 36 38 24 26 29 43 21 29 20 21 24 37 27 32 25 49 22 22 85 25 27 24 872 21 82 24 1009
leaf_count=48 281 75 23 36 38 24 26 29 43 21 29 20 21 24 37 27 32 25 49 22 22 85 25 27 24 872 21 82 24 1009
internal_value=0 0.00522973 0.0053317 0.0053801 0.00543341 0.00220459 0.00249564 0.00538027 0.00495746 0.00506061 0.00201424 0.00520336 0.005717 0.00563572 0.00553616 0.00300208 0.00817153 0.00566228 0.00559011 0.00574677 0.00511997 0.00344741 0.00531036 0.00376969 0.0019829 0.00541266 0.00217995 0.00583036 0.00590195 0.0059737
internal_weight=0 2769 2694 2671 2623 352 328 2585 1146 1117 50 1067 1439 1403 1350 64 53 1286 1262 1162 1047 107 940 100 51 915 302 1140 1115 1091
internal_count=3121 2769 2694 2671 2623 352 328 2585 1146 1117 50 1067 1439 1403 1350 64 53 1286 1262 1162 1047 107 940 100 51 915 302 1140 1115 1091
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=31
num_cat=0
split_feature=1 2 11 11 0 4 2 3 132 15 130 4 2 34 48 48 2 13 133 52 455 4 401 4 159 159 52 475 15 1429
split_gain=0.232905 0.0640831 0.0456087 0.0408725 0.0396629 0.0398603 0.0359908 0.0338791 0.0536971 0.0339017 0.0329052 0.04295 0.0276523 0.0471351 0.0267915 0.0425224 0.025909 0.0304392 0.0241526 0.0236818 0.0236131 0.022661 0.0331797 0.0312274 0.0293582 0.0505405 0.0459436 0.0285928 0.0387115 0.0283
threshold=0.11846000000000002 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.13843999999999998 0.42642000000000008 -1.0000000180025095e-35 0.31370500000000007 0.10365500000000001 -0.40580499999999992 -0.0060099999999999989 -0.033174999999999989 0.13501500000000002 -0.021334999999999996 -0.065739999999999979 0.078735000000000013 0.15361500000000003 -0.14179999999999995 0.086990000000000012 -1.0000000180025095e-35 0.08729000000000002 -0.082769999999999982 1.0000000180025095e-35 -0.082349999999999993 -0.085489999999999997 -0.025879999999999997 0.10347000000000002 -0.028204999999999997 0.084050000000000014 0.087700000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 14 18 10 9 -9 -2 -12 13 -13 -3 -16 17 -6 -1 -5 21 24 23 -23 -8 -26 27 -27 -29 -25
right_child=7 4 3 19 16 -7 20 8 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 29 25 26 -28 28 -30 -31
leaf_value=0.0041308731320896189 -0.00050024589403502404 0.0047334160219179473 0.010462311986235104 0.0079139984166249639 0.0013789293344598265 0.0066078206651755391 0.0088811373338103291 0.0017245982639471314 0.0039558314252644781 -0.0031161291196416968 0.0063715813260500909 0.00016235008873548862 0.00072792143560945993 0.0043235309862246904 -0.0021123970713233576 0.0023439882247627826 0.0010978586273267866 0.004667832025966624 0.00076612238590314521 0.0030475988192483782 0.0075669508906347415 0.00091601348603549215 0.0060520328624733616 0.0047292332162877171 0.0013955142389750108 0.0019700670169423454 0.0099895080602120448 0.0071464323989873903 0.0049256042440979954 0.0021740158903412522
leaf_weight=64 31 28 28 20 30 21 25 23 28 39 32 37 65 103 28 91 24 454 32 20 35 23 171 1178 30 23 23 113 257 45
leaf_count=64 31 28 28 20 30 21 25 23 28 39 32 37 65 103 28 91 24 454 32 20 35 23 171 1178 30 23 23 113 257 45
internal_value=0 0.00471064 0.00498473 0.00753201 0.00386445 0.00253247 0.00489894 0.0019998 0.000321111 -0.00132038 0.00256354 0.00296429 0.00243242 0.00322379 0.00195028 0.00129543 0.00430495 0.00446397 0.00300929 0.0054808 0.00499328 0.00494556 0.00474582 0.00456656 0.00554648 0.00535956 0.00564543 0.00539119 0.00560386 0.00463521
internal_weight=0 2763 2087 68 676 168 2019 358 90 62 268 237 205 140 147 119 508 484 96 40 1923 1888 1417 1246 471 446 416 393 370 1223
internal_count=3121 2763 2087 68 676 168 2019 358 90 62 268 237 205 140 147 119 508 484 96 40 1923 1888 1417 1246 471 446 416 393 370 1223
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 44 48 16 0 4 0 1 12 9 1212 40 483 3 1456 1446 42 3 1446 3 49 484 43 15 51 12
split_gain=0.197617 0.0668933 0.0508995 0.0327691 0.0296307 0.0289078 0.0319304 0.0247265 0.0329758 0.0944162 0.0496428 0.0427004 0.0351419 0.0403528 0.0363598 0.0246884 0.0246203 0.0367665 0.0285967 0.0439667 0.0844937 0.0716725 0.0464086 0.0245563 0.0219793 0.0400275 0.0272323 0.0325779 0.0277938 0.025331
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 0.081805000000000017 0.14093000000000003 -0.066924999999999985 -0.11173999999999999 -0.053309999999999989 -0.14649999999999996 0.093100000000000002 0.092550000000000007 -1.0000000180025095e-35 0.092585000000000015 -0.0036699999999999992 -0.095084999999999989 -0.083654999999999993 -0.16480999999999998 0.083715000000000026 0.088380000000000014 -0.083154999999999993 1.0000000180025095e-35 -0.086049999999999988 0.11236 0.085790000000000019 -0.043144999999999996 -0.099734999999999976 -0.15042499999999998 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 -1 9 -9 11 -11 13 -10 16 -13 17 23 -18 22 21 -21 24 -15 26 -26 29 -28 -29 -20
right_child=3 -3 -4 -5 -6 -7 -8 8 12 10 -12 15 -14 14 -16 -17 18 -19 19 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0046944495495082512 -0.0011408850616321732 0.0012976676169103789 -0.00035871244263430331 0.0050100398195874214 0.0017980402127610881 0.006968576364063968 0.00090299226533345619 0.0064735932915937159 0.001023692226347824 0.005934997485019267 -0.0032218343100187973 0.002813442973492784 0.0035347163194863309 0.0074741572141647341 0.00065550936990240154 -0.0020957910031678957 0.0015746781297951073 0.010315615287981928 0.0035705773291206944 0.011608698441220137 0.0028709909620669646 0.0050442316825300912 -0.00024181879824027421 0.0025780775723978876 0.0093627823946567691 0.0035671378210694951 0.0019151525136650257 0.002720180402874299 0.0064749538477938753 0.0062614270832273182
leaf_weight=1194 39 75 23 28 285 42 27 41 30 20 24 20 466 21 21 21 28 20 279 39 37 29 20 20 26 22 23 23 138 40
leaf_count=1194 39 75 23 28 285 42 27 41 30 20 24 20 466 21 21 21 28 20 279 39 37 29 20 20 26 22 23 23 138 40
internal_value=0 0.00424343 0.00432544 0.00172792 0.00144428 0.00436578 0.00432419 0.00435969 0.00407582 0.00253215 0.000630979 0.00214684 0.00422754 0.00462319 0.00476058 0.000298957 0.00487327 0.00680051 0.00470627 0.00483599 0.00671665 0.00880915 0.00449015 0.00508583 0.00466191 0.00670645 0.00446681 0.00543563 0.00593856 0.00390799
internal_weight=0 2769 2694 352 324 2671 2629 2602 1408 126 85 61 1282 816 786 41 765 61 704 676 105 68 571 41 551 48 503 184 161 319
internal_count=3121 2769 2694 352 324 2671 2629 2602 1408 126 85 61 1282 816 786 41 765 61 704 676 105 68 571 41 551 48 503 184 161 319
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=31
num_cat=0
split_feature=4 3 2 1 0 43 39 40 0 12 13 13 457 150 11 482 51 3 150 42 42 4 16 2 16 403 3 3 4 3
split_gain=0.16007 0.0541836 0.0412286 0.027207 0.0354479 0.0304892 0.0267965 0.0365178 0.0267792 0.024919 0.0242844 0.0661864 0.0396802 0.0373237 0.0322482 0.0259657 0.0272309 0.0278363 0.0259395 0.0286714 0.0525463 0.047579 0.0431323 0.0344012 0.0321009 0.0387381 0.0362035 0.0473006 0.0450611 0.0336024
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.13075500000000004 0.024095000000000002 0.084740000000000024 -1.0000000180025095e-35 -0.08440499999999998 -0.036484999999999997 -0.12529499999999996 -0.081659999999999996 -0.081029999999999977 0.29113500000000009 -0.097839999999999996 0.075910000000000019 0.11816500000000001 0.080335000000000018 0.088060000000000013 -0.050224999999999992 0.083715000000000026 0.083935000000000023 -0.07533999999999999 -0.013024999999999998 0.087015000000000023 0.033715000000000009 0.104315 -0.086424999999999988 -0.087429999999999994 -0.082249999999999976 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 8 -2 -1 -8 9 -5 14 -12 13 -13 18 16 -15 -18 -9 21 -21 -20 -23 -24 25 26 27 -22 -28 -27
right_child=3 -3 -4 4 -6 -7 7 10 -10 -11 11 12 -14 15 -16 -17 17 -19 19 20 24 22 23 -25 -26 29 28 -29 -30 -31
leaf_value=0.0068521607381802413 0.0019077342725873445 0.0011679008540231735 -0.00032284122122370681 0.0032191758630452333 -0.002818701745798955 0.0060222290502861143 0.0014560284085261327 0.0071125788555946208 0.0045932672033086415 -0.00030559070829230432 -0.001001736598795858 -0.00022252599529896212 -0.00061153617920354012 0.0040384875866132097 0.006752111280683943 0.0067905617798979011 0.0023251417591304648 0.005001243942521741 -0.00070559228545114883 0.0086808594944024538 0.0054938329406678142 0.0066622898116651362 0.0044934897000885911 -0.0011772840353660285 0.00191228138762853 5.7731716272731631e-05 0.0083233933316896099 -0.00024846133728715362 0.0046848593693712788 0.0047755671029265688
leaf_weight=31 181 75 23 27 26 20 60 30 20 78 29 22 20 1384 54 31 188 49 31 27 26 33 23 20 57 36 37 32 425 26
leaf_count=31 181 75 23 27 26 20 60 30 20 78 29 22 20 1384 54 31 188 49 31 27 26 33 23 20 57 36 37 32 425 26
internal_value=0 0.00381909 0.0038929 0.00155513 0.0005408 0.00231714 0.0039292 0.00389488 0.00123958 0.000600778 0.00395159 0.00373522 0.00381631 0.00386922 0.00438661 0.00392371 0.00386888 0.00287843 0.00422753 0.00411557 0.00435968 0.00259614 0.0039429 0.00185592 0.00417709 0.00439891 0.00468061 0.00232567 0.00497626 0.00203618
internal_weight=0 2769 2694 352 151 201 2671 2640 125 105 2580 1723 1694 1674 857 1652 1621 237 803 773 666 107 76 43 639 582 520 58 462 62
internal_count=3121 2769 2694 352 151 201 2671 2640 125 105 2580 1723 1694 1674 857 1652 1621 237 803 773 666 107 76 43 639 582 520 58 462 62
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=31
num_cat=0
split_feature=1 3 3 4 3 1 4 2 12 43 2 0 150 2 0 12 3 49 52 2 4 3 0 0 16 43 1 4 47 12
split_gain=22.2544 2.64017 2.44616 1.47334 1.04919 1.04846 0.94216 0.901554 0.673604 0.648314 0.570509 0.487007 0.483803 0.419396 0.39376 0.318664 0.257015 0.25665 0.221779 0.195535 0.190886 0.20052 0.179806 0.176936 0.314648 0.176661 0.162282 0.161461 0.142654 0.136625
threshold=0.10752500000000002 -0.059315 -0.065229999999999996 0.27834500000000006 0.31534000000000006 0.08864000000000001 0.36766000000000004 0.14122000000000004 -0.010834999999999999 -0.025214999999999998 0.090175000000000019 -0.14920999999999998 1.0000000180025095e-35 0.11177500000000001 -0.23194499999999998 0.051320000000000005 -0.14847999999999997 -0.012034999999999999 0.048770000000000008 0.14530500000000005 -0.059649999999999988 0.088060000000000013 -0.067624999999999977 -0.10011499999999998 -0.29154999999999992 -0.083684999999999996 0.12656000000000003 -0.0096849999999999974 0.090280000000000013 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 17 9 7 10 14 -7 26 11 -1 -10 -11 -4 -12 -17 -2 -6 27 -16 -22 -13 24 -18 -24 -3 -15 -19 -25
right_child=1 4 5 -5 18 8 -8 -9 12 13 15 22 -14 19 20 16 23 28 -20 -21 21 -23 25 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0012780931980062094 0.00071340714946535285 0.00052111349999904631 0.0012487618309078795 0.00055817623706128712 0.00023048155662985881 0.0006530777337400692 0.00064722214721971085 0.00066266900434547445 0.00094921587789991086 0.00081198737512226985 0.00078373446454582825 0.001060229306320528 0.00068329797535009434 0.00077086521422161779 0.0010560383322438219 0.0010997344040828167 0.0009893749064689547 0.0010593276019739857 0.0004305756534852577 0.00040534415345788559 0.00096266286066047559 0.0007532266300975107 0.00079694541792074843 0.0010252953368035135 0.00069167687636769674 0.0010400829210433738 0.00039698514799640434 0.00057141244539039892 0.00089936736187796237 0.00096081711207103744
leaf_weight=39 20 80 22 74 57 93 24 35 91 39 27 1211 37 20 76 88 39 34 34 21 145 20 20 295 21 27 82 71 58 221
leaf_count=39 20 80 22 74 57 93 24 35 91 39 27 1211 37 20 76 88 39 34 34 21 145 20 20 295 21 27 82 71 58 221
internal_value=0 0.000579559 0.00100243 0.000772869 0.00049056 0.000882414 0.00103339 0.000958308 0.000780076 0.000544438 0.00103806 0.0010623 0.000872349 0.00063687 0.000997651 0.000992548 0.00100104 0.00091472 0.000305242 0.000575891 0.000974728 0.000937277 0.00105561 0.000985961 0.000885181 0.00093662 0.000458283 0.000615248 0.000958483 0.00099768
internal_weight=0 590 2531 186 404 519 2012 298 221 313 1988 1297 128 151 263 691 664 112 91 112 241 165 1258 576 60 47 162 91 92 516
internal_count=3121 590 2531 186 404 519 2012 298 221 313 1988 1297 128 151 263 691 664 112 91 112 241 165 1258 576 60 47 162 91 92 516
is_linear=0
shrinkage=0.00196078


Tree=7021
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 11 4 2 2 47 11 3 2 0 0 2 48 2 51 3 10 4 4 34 2 4
split_gain=14.4706 1.81538 1.51524 1.35224 0.91234 0.626126 0.623013 0.555742 0.479324 0.334376 0.323901 0.303734 0.248364 0.219404 0.209516 0.193603 0.169444 0.189263 0.159404 0.140114 0.164384 0.131631 0.119803 0.11273 0.108899 0.104829 0.104768 0.092232 0.149982 0.110094
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.092550000000000007 0.40124500000000002 -0.16363499999999997 1.0000000180025095e-35 0.053180000000000012 0.11389000000000002 0.17025000000000004 0.077555000000000013 0.080150000000000013 -0.065819999999999976 0.089005000000000015 -0.11437499999999999 -0.066089999999999996 0.10444500000000002 0.085325000000000012 0.14122000000000004 -0.10056999999999998 0.092670000000000016 -0.39453499999999991 -0.043364999999999994 -0.080584999999999976 -0.038779999999999995 0.13754500000000003 0.49041500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 11 12 9 25 -6 16 15 13 27 22 -11 26 -4 -18 19 20 -10 -2 -1 -24 -14 -5 -8 -3 29 -29
right_child=1 5 6 7 8 -7 10 -9 18 14 -12 -13 24 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00082486592596049246 0.00041443325110842027 0.00017329484170677104 0.00079481916890780733 0.00084169988149131831 0.00075773260804160643 0.00049835716535994205 0.00079785587699139485 0.00042207460304352401 0.00068696355934139174 0.0010134911660035692 0.00062869553223580997 0.0004990626768160897 0.00019859622578437933 0.0008880233966518001 0.00082414255643217295 0.0006604793457594141 0.00057849003111614902 0.00075644612969721068 0.00035068646977974457 0.00044569702877297532 0.0004987336555744875 0.00026317528872659389 0.00071695269663739044 0.00057878356612175292 1.5581100229539121e-05 0.00068623986328753396 0.00073597884519301072 0.00047748500741470387 0.00021716447762892634 0.00030139577284122346
leaf_weight=31 192 32 963 21 31 39 147 32 30 39 125 22 25 33 53 103 25 284 26 57 44 25 120 28 25 81 370 20 55 43
leaf_count=31 192 32 963 21 31 39 147 32 30 39 125 22 25 33 53 103 25 284 26 57 44 25 120 28 25 81 370 20 55 43
internal_value=0 0.000402894 0.000743889 0.000492644 0.000636637 0.000271086 0.00076535 0.000647519 0.000534923 0.000790256 0.000719749 0.000718356 0.000226768 0.000741113 0.00090441 0.000738107 0.000782 0.000742048 0.000490928 0.000518763 0.000575043 0.000397007 0.000714029 0.000690813 0.000107089 0.000718246 0.000753573 0.000266661 0.000291981 0.000357297
internal_weight=0 590 2531 351 422 239 2109 134 188 1364 745 234 200 212 92 620 1272 309 157 131 74 217 179 148 50 102 517 150 118 63
internal_count=3121 590 2531 351 422 239 2109 134 188 1364 745 234 200 212 92 620 1272 309 157 131 74 217 179 148 50 102 517 150 118 63
is_linear=0
shrinkage=0.00196078


Tree=7022
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 1 2 16 0 1 4 47 13 15 3 3 48 0 15 49 4 40 16 4 16 12
split_gain=17.1322 2.92445 1.73179 1.35244 1.30824 0.879807 0.52474 0.484034 0.482049 0.414887 0.385758 0.323244 0.318141 0.51208 0.253372 0.251496 0.236837 0.191028 0.161531 0.155173 0.145722 0.141003 0.151948 0.140532 0.131282 0.128311 0.117652 0.114745 0.126977 0.110823
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.13501500000000002 0.076975000000000002 0.09253500000000002 0.17025000000000004 -0.52595999999999987 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 0.13011000000000003 -1.0000000180025095e-35 -0.095869999999999983 -0.13927999999999999 -0.10831999999999999 0.090225000000000014 -0.14723999999999998 -0.03241999999999999 -0.053364999999999996 -0.036839999999999991 -0.064864999999999992 -0.008904999999999998 -0.011209999999999999 -0.45661999999999997 -0.10022999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 16 8 -6 11 12 -5 15 -7 13 21 -14 -4 25 -15 -13 -20 26 -1 -23 -11 -2 -3 -18 -21 -29 -27
right_child=1 2 10 9 6 7 -8 -9 -10 23 -12 18 14 17 -16 -17 20 -19 19 27 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.00098051154900019415 0.00092105606139874922 0.00045498238297745231 0.00030073746602229956 0.00079094850884658106 0.00077087268859181066 0.00056578053611945481 0.00049565122404279511 0.00059916341344040691 0.0010380238224827198 0.00060771229443803108 0.00013375647928138651 0.00089686681026261304 0.00088226708581142107 0.0007754413165799042 0.00077153621041446392 0.00054046233020284599 0.00050983048164417318 0.00053621506793241874 0.00063089722511815085 0.0008398033281031451 0.00061318762129474477 0.00091270449816011913 0.00068646079324095411 0.00042191082492037512 0.00073631342663929686 0.00046835888688470803 0.00033542980156911939 0.00089051597842983166 0.00075700475356634803 0.00031527605559676886
leaf_weight=31 50 89 106 34 84 21 39 48 67 34 49 77 1466 21 84 20 58 33 20 215 38 25 21 29 21 24 20 32 190 75
leaf_count=31 50 89 106 34 84 21 39 48 67 34 49 77 1466 21 84 20 58 33 20 215 38 25 21 29 21 24 20 32 190 75
internal_value=0 0.000490045 0.000445656 0.000843285 0.000512982 0.000852646 0.000683607 0.000788065 0.000874925 0.000616391 0.00028138 0.000804402 0.000868424 0.000775637 0.000876266 0.000338789 0.000443946 0.000629247 0.000813786 0.000799788 0.00051362 0.000878301 0.000809419 0.000522185 0.000866414 0.000400956 0.000465112 0.000807517 0.00077625 0.000352387
internal_weight=0 673 602 2448 427 2351 123 603 1748 97 175 555 1681 131 1550 126 304 54 534 457 116 77 46 63 71 188 78 437 222 99
internal_count=3121 673 602 2448 427 2351 123 603 1748 97 175 555 1681 131 1550 126 304 54 534 457 116 77 46 63 71 188 78 437 222 99
is_linear=0
shrinkage=0.00196078


Tree=7023
num_leaves=31
num_cat=0
split_feature=1 12 51 1 1375 14 43 43 48 4 4 0 3 4 0 133 42 1208 1213 2 133 3 16 4 15 15 3 480 2 403
split_gain=0.297278 0.0743789 0.0495672 0.0391609 0.0347349 0.049328 0.0478754 0.0354844 0.037649 0.0336025 0.0312569 0.0468685 0.0469786 0.0275135 0.027451 0.026287 0.025894 0.0299354 0.026335 0.0371471 0.0258136 0.0253613 0.022979 0.0234991 0.0224972 0.0295415 0.0230178 0.021448 0.0244441 0.0428298
threshold=0.11690500000000002 0.051320000000000005 -0.40274499999999996 0.14860500000000001 -0.096099999999999977 0.078320000000000015 -0.078139999999999973 -0.11720999999999999 0.083685000000000009 0.053180000000000012 -0.49405499999999997 -0.026509999999999995 0.12178000000000001 -0.04890499999999999 -0.053834999999999994 -0.080849999999999991 0.11457500000000002 0.099975000000000008 -0.0043299999999999996 0.080205000000000012 0.087035000000000015 -0.042499999999999989 -0.44310499999999992 0.40124500000000002 -1.0000000180025095e-35 -0.049819999999999996 0.099930000000000005 -0.092774999999999982 0.084055000000000005 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 13 -1 6 7 21 14 16 -8 12 24 -4 -9 -15 27 18 -18 -20 -10 -6 23 -11 25 26 -12 -3 -29 -30
right_child=2 9 3 -5 5 -7 10 8 20 22 11 -13 -14 15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00094167563236422023 0.0066571357146905808 0.0028924419444096698 0.0052897508036241769 -2.8775472674169578e-05 0.0028852282648744142 0.0085567824915051462 0.0073129923432134099 -0.0026260540654695196 0.0052333069462819322 0.0068707338466249997 0.0052181615501070734 0.0011035146572711792 0.0023033211185368905 0.0057346739495793978 0.0021609740550629793 0.0020457234600925332 0.0061674183850888818 0.007305063943204005 -0.00065150979419492867 0.0041860595521141302 0.0011441319751051757 0.0075321456572661804 0.0040536782742352584 0.0031302627863955095 0.0078437908702263873 0.0020858688382431865 0.0086362429904208223 0.0066141391207073033 0.0021223814557156258 0.0058872412805804474
leaf_weight=27 27 22 36 64 23 30 52 23 38 71 110 33 48 21 25 241 34 32 22 57 26 24 182 22 42 25 24 513 31 1196
leaf_count=27 27 22 36 64 23 30 52 23 38 71 110 33 48 21 25 241 34 32 22 57 26 24 182 22 42 25 24 513 31 1196
internal_value=0 0.00547855 0.00252385 0.00221557 0.00443928 0.00461984 0.00438027 0.00295201 0.00198427 0.00574052 0.00506019 0.00464478 0.00511411 0.00269758 -0.00013281 0.0023414 0.00588954 0.00460501 0.00384039 0.00283889 0.00357208 0.00525812 0.00470712 0.00598589 0.00578534 0.0052416 0.00583036 0.00599524 0.00603448 0.00579212
internal_weight=0 2732 389 362 550 523 493 159 112 2182 334 282 249 298 48 262 1907 145 113 79 64 47 275 93 201 159 134 1762 1740 1227
internal_count=3121 2732 389 362 550 523 493 159 112 2182 334 282 249 298 48 262 1907 145 113 79 64 47 275 93 201 159 134 1762 1740 1227
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=31
num_cat=0
split_feature=1 12 3 132 2 3 47 2 34 52 15 34 2 15 1 4 52 4 9 4 0 42 16 52 3 4 41 130 15 2
split_gain=0.241541 0.0698392 0.0361386 0.0462686 0.0332206 0.0373335 0.0315456 0.048723 0.0426547 0.036769 0.031503 0.0307276 0.0424022 0.0295438 0.046389 0.0269094 0.0261107 0.0257724 0.0248979 0.0283861 0.0275027 0.0270661 0.0241205 0.0424038 0.0303703 0.0236318 0.0231313 0.0225973 0.0264079 0.0216987
threshold=0.11846000000000002 0.051320000000000005 0.31370500000000007 0.10365500000000001 0.10855000000000002 -0.11171999999999999 0.096770000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.047850000000000011 -0.0058549999999999991 -0.038779999999999995 0.116525 -0.41396999999999995 0.13820500000000002 0.42642000000000008 -0.088614999999999985 0.27287000000000006 0.081890000000000004 0.40124500000000002 -0.14920999999999998 0.11934000000000002 -0.013324999999999998 -0.15275999999999998 0.31299000000000005 -0.04890499999999999 0.079395000000000007 -1.0000000180025095e-35 -0.45963999999999994 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 13 6 -6 7 8 -1 10 16 -2 -13 -4 -15 17 -9 22 19 20 26 -22 24 -24 -7 -14 -3 -27 -29 -12
right_child=2 18 3 -5 5 15 -8 9 -10 -11 29 12 25 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.0037187633449854009 1.9254572301482164e-05 0.0089397664780595486 0.0018412336019206456 0.0037954578741586638 -0.0013002943704486826 0.0073735517360126752 0.0077280547524289298 0.0056735477596521382 -0.00092585405955712013 0.007004367224261409 0.008664490440860392 0.0049046213934652982 0.0052142867230854581 0.00068436707137152551 -0.0061265826580347502 0.006095374220084133 0.0025120258935980356 0.00016685325442062271 0.00808124886665108 0.0019682395704356689 0.0051910966765466998 0.0034457380352641946 0.0051942892328259499 -0.00090110282273963096 0.0021903045935323462 -0.0011688263892817 0.0048573585186639564 0.0053999725263565784 0.0014102394948639803 0.004853043453057565
leaf_weight=58 36 35 22 28 20 26 27 35 30 61 20 87 21 20 20 28 103 31 29 28 1991 93 21 25 20 24 23 21 79 59
leaf_count=58 36 35 22 28 20 26 27 35 30 61 20 87 21 20 20 28 103 31 29 28 1991 93 21 25 20 24 23 21 79 59
internal_value=0 0.00491592 0.00215527 0.000421507 0.00392319 0.0027597 0.00442944 0.0041861 0.00213537 0.00483525 0.00422549 0.00273751 0.0031593 -0.00110221 -0.00272111 0.00329744 0.00331386 0.00266052 0.00517053 0.00513164 0.00517299 0.00511321 0.00350077 0.00188158 0.00511997 0.00211211 0.00732088 0.00158675 0.00224808 0.00581797
internal_weight=0 2763 358 90 564 171 393 366 88 278 217 268 232 62 40 151 138 123 2199 2170 2142 2084 92 46 46 145 58 124 100 79
internal_count=3121 2763 358 90 564 171 393 366 88 278 217 268 232 62 40 151 138 123 2199 2170 2142 2084 92 46 46 145 58 124 100 79
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 1 2 14 4 11 1 4 1 47 3 12 12 43 3 4 457 13 131 160 15
split_gain=13.6783 2.3246 1.49528 1.07754 0.814179 0.752705 0.438499 0.411581 0.394147 0.375431 0.371484 0.276546 0.269221 0.216652 0.134305 0.166027 0.244129 0.12752 0.116538 0.128706 0.111803 0.0944086 0.09262 0.0922912 0.0908544 0.0883939 0.145483 0.0883814 0.0869376 0.0807581
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.089775000000000008 0.11474000000000002 0.092845000000000025 0.14838000000000004 0.062655000000000016 0.40945500000000007 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090540000000000023 0.090100000000000013 1.0000000180025095e-35 0.095780000000000018 0.098810000000000023 -0.14792499999999997 -0.10831999999999999 0.055260000000000011 0.094310000000000019 -1.0000000180025095e-35 0.09031500000000002 -1.0000000180025095e-35 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 8 11 12 21 -5 13 17 -4 15 20 -17 -1 19 -3 23 -6 -16 -10 -23 26 -21 -2 -15 -13
right_child=1 2 7 10 9 -7 -8 -9 14 -11 -12 29 -14 28 22 16 -18 -19 -20 25 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075497972604370934 0.00077116966730778752 0.00031811261013371878 0.0003893759073222904 0.00066368317751734098 0.00072641834024810014 0.00048019724785429397 0.00045281157093438024 0.00044794393650038442 0.00062049529166095124 0.0003777336041607401 0.00041223609661954208 0.00021456135955275727 0.00088126209684288273 0.00032036051470874487 0.00066421987414081775 0.00073304216786207661 0.00047899043946723392 0.00070510116979308841 0.00049312678356646647 0.0003852060657960397 0.00066972671886236454 0.00068809184081414167 0.00081619488892722893 0.00072678451321901369 0.00050549169009594572 0.00032192265872553412 0.0005672660485158905 0.00062731969614628872 0.00019545284281403496 8.8569105543710272e-05
leaf_weight=1081 52 101 45 37 39 48 22 37 34 24 58 31 59 29 21 26 33 241 33 45 300 20 58 412 22 27 27 24 82 53
leaf_count=1081 52 101 45 37 39 48 22 37 34 24 58 31 59 29 21 26 33 241 33 45 300 20 58 412 22 27 27 24 82 53
internal_value=0 0.000402227 0.000362248 0.000714872 0.000449774 0.0007232 0.0007283 0.000255448 0.000730976 0.000593129 0.000510168 0.000225771 0.00075167 0.000274612 0.000698647 0.000691076 0.000590945 0.000745887 0.000385171 0.000367359 0.000698995 0.00065695 0.000775796 0.000718682 0.000592444 0.0004176 0.000453479 0.000725743 0.000228086 0.000135066
internal_weight=0 691 615 2430 338 2335 2287 277 2265 105 95 240 1381 156 884 805 59 1322 233 200 746 81 79 446 42 99 72 76 111 84
internal_count=3121 691 615 2430 338 2335 2287 277 2265 105 95 240 1381 156 884 805 59 1322 233 200 746 81 79 446 42 99 72 76 111 84
is_linear=0
shrinkage=0.00196078


Tree=7026
num_leaves=31
num_cat=0
split_feature=4 2 3 1375 2 1 14 123 47 15 0 1428 11 2 0 34 43 160 4 2 157 51 0 150 133 16 50 0 0 2
split_gain=0.247326 0.0798998 0.0435877 0.0397798 0.0423342 0.0361718 0.0323839 0.0310577 0.0310436 0.0304907 0.0304547 0.0290034 0.0373971 0.0308969 0.028956 0.0299203 0.0277698 0.0274761 0.0420084 0.0268112 0.0267986 0.0288534 0.0252829 0.0243005 0.0269697 0.0248447 0.0329878 0.029993 0.0271611 0.0245042
threshold=0.27287000000000006 0.14285500000000004 -0.07359499999999998 -0.27302499999999996 -0.0091949999999999983 0.13075500000000004 0.018475000000000002 0.085740000000000011 0.11043500000000002 -0.15026499999999995 0.024095000000000002 0.094820000000000015 0.096970000000000015 0.11824000000000001 -0.070154999999999981 -0.085489999999999997 0.022390000000000004 -0.55323499999999981 -0.50427999999999995 0.09167500000000002 -0.28320499999999993 0.10501000000000001 -0.036484999999999997 0.08926000000000002 0.11667000000000001 -0.073404999999999984 -0.099524999999999988 -0.08317999999999999 -0.063634999999999983 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 14 7 19 16 9 -1 22 12 13 17 -5 -16 -2 -11 -19 -6 -20 -22 -7 24 25 27 -27 -21 29 -28
right_child=5 -3 3 4 6 10 -8 -9 -10 11 -12 -13 -14 -15 15 -17 -18 18 20 23 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0082706520348438065 0.0031396542669234564 0.0020089394997954472 0.00032711071164711665 0.0053676760799828034 0.0055017409762108914 0.00099992156651015191 0.0080044484417885545 0.00048766230256893701 0.0031816491809105642 0.0024804393735394117 -0.0021409932181436142 0.0080287658540794671 0.0011745829108721492 0.0023386178134173594 0.0039711531205102804 -0.00098988364653421527 0.0071196726523339755 0.0084525523722792668 0.0026180795593453306 0.0050171622677847652 0.0053297502098388931 0.0075302584141853359 0.0048792711598798638 0.0016814690846432415 0.0019067200736548656 0.0075601643435657022 0.0054453913180623204 0.0089913023263216013 0.0051258915214497224 0.0021091449050341131
leaf_weight=36 142 89 23 21 234 105 30 39 66 32 26 39 22 34 20 31 20 45 35 79 1531 62 20 36 39 25 28 25 84 103
leaf_count=36 142 89 23 21 234 105 30 39 66 32 26 39 22 34 20 31 20 45 35 79 1531 62 20 36 39 25 28 25 84 103
internal_value=0 0.00495664 0.00505453 0.00442397 0.00454877 0.00214248 0.0047919 0.00302111 0.00531246 0.00538906 0.000972923 0.00533143 0.00527169 0.00532352 0.00224247 0.000955621 0.00363101 0.00538305 0.00543857 0.00464431 0.00535526 0.00541539 0.00162062 0.00416545 0.00439894 0.00468148 0.00412205 0.00597248 0.00372227 0.00282224
internal_weight=0 2769 2680 778 755 352 683 201 1902 1836 151 1800 1761 1739 72 51 162 1705 1673 653 1628 1593 125 419 383 344 240 104 215 131
internal_count=3121 2769 2680 778 755 352 683 201 1902 1836 151 1800 1761 1739 72 51 162 1705 1673 653 1628 1593 125 419 383 344 240 104 215 131
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=31
num_cat=0
split_feature=1 12 47 402 0 4 2 43 15 47 2 34 457 34 2 13 15 151 16 52 12 52 12 43 43 2 2 402 150 16
split_gain=0.201503 0.0616447 0.030872 0.0379906 0.0363195 0.0302643 0.027575 0.0368174 0.0307648 0.0466878 0.0400885 0.0470513 0.0285544 0.0271979 0.0538349 0.0481519 0.0278742 0.0260474 0.0722625 0.0222519 0.022179 0.0221021 0.0220175 0.030924 0.0376308 0.0317546 0.0412892 0.0286429 0.0252821 0.0248873
threshold=0.11910500000000002 0.051320000000000005 0.085505000000000012 0.09388500000000001 -0.040504999999999992 0.057560000000000007 0.10855000000000002 -0.083269999999999997 -0.24436499999999997 0.096300000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.089030000000000012 -0.072169999999999984 0.13622000000000004 -0.004174999999999999 -0.41942499999999994 -1.0000000180025095e-35 -0.11118499999999999 -0.083374999999999991 -0.064509999999999984 0.047850000000000011 0.087830000000000005 0.08845500000000002 0.060960000000000007 0.10188000000000001 0.093840000000000021 0.2506000000000001 0.11117000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 13 5 -4 8 -8 -1 10 11 19 21 -2 15 20 -16 -18 -19 -10 -15 -12 23 24 25 26 28 29 -3 -24
right_child=2 22 4 -5 -6 -7 7 -9 9 -11 12 -13 -14 14 16 -17 17 18 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017525007078802448 -0.0011291768141866972 0.0052157984347964877 0.0069809320083420202 -0.0027771342811839924 -0.00034524308561923963 0.0029165826269473777 -0.0010619759326800705 0.0030811148249260492 0.0017452028812840583 0.0089015495171770459 0.0043907287021862761 -0.0015137208428663703 0.0020529182665632107 0.003754716567245537 0.0025413713851858946 0.0067589216484015601 0.002242678011534736 0.0016971939886191293 -0.006521668197237887 0.005702318308047123 -0.00051252526408504875 0.0066564190095257866 0.004814714893050796 0.0083824923316050057 0.0011017696117050946 0.0013816158435392108 0.0097185592947062124 0.00096059533483956175 0.0016932751318173751 0.0039093323360899551
leaf_weight=20 30 685 28 21 21 53 25 151 30 20 176 26 40 29 44 36 20 23 20 27 21 57 929 28 24 22 20 23 21 451
leaf_count=20 30 685 28 21 21 53 25 151 30 20 176 26 40 29 44 36 20 23 20 27 21 57 929 28 24 22 20 23 21 451
internal_value=0 0.00445905 0.00189977 0.00128904 0.00336073 0.00432154 0.00353409 0.00249261 0.00399697 0.00420025 0.00393613 0.00201159 0.00452125 0.00167195 0.00210736 0.00397029 0.000610056 -0.000738799 -0.00212553 0.00361963 0.00196247 0.004945 0.00469922 0.00511787 0.00499947 0.00512453 0.00523795 0.00446049 0.00511102 0.00451883
internal_weight=0 2775 346 244 102 81 572 176 396 376 356 83 273 223 193 86 107 63 43 57 50 233 2203 800 772 748 726 1403 706 1380
internal_count=3121 2775 346 244 102 81 572 176 396 376 356 83 273 223 193 86 107 63 43 57 50 233 2203 800 772 748 726 1403 706 1380
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 3 148 48 151 132 15 47 1420 132 132 401 1212 394 403 1186 393 403 403 15 16 4 16 160 15 49
split_gain=0.168223 0.056353 0.0402248 0.0302376 0.02912 0.0257007 0.0326932 0.0394091 0.0287781 0.02449 0.0351217 0.0260812 0.0270035 0.0236621 0.0242249 0.0281382 0.029819 0.0258699 0.0287626 0.0346553 0.0501915 0.0386767 0.0247386 0.0375711 0.0236415 0.0233954 0.0330997 0.027513 0.0264375 0.0469671
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 -0.07359499999999998 -0.07990499999999999 -0.065224999999999991 0.079100000000000018 0.31127000000000005 -0.17952999999999997 0.11043500000000002 -0.086449999999999985 0.11793500000000001 0.10833500000000001 0.11336 -0.14780999999999997 -0.15150999999999998 0.093545000000000003 0.08426500000000002 0.08407000000000002 -0.084674999999999986 0.03138500000000001 0.050935000000000008 -0.082179999999999989 -0.37944499999999992 0.18438500000000005 -0.54200499999999985 -0.14601999999999996 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 9 -7 -8 25 10 -1 12 -12 14 15 16 -14 -18 19 20 22 -22 -19 -24 -17 26 -9 -27 29 -29
right_child=3 -3 -4 -5 -6 6 7 8 -10 -11 11 -13 13 -15 -16 24 17 18 -20 -21 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.0078788476351681833 -0.0011366062224484406 0.0013158117887796836 -6.9272222564272266e-05 0.0048514442432081402 0.0017768855822724986 -0.00015917841069908306 0.0075768850501984931 0.0084427341881867807 0.00052786619600173534 0.00084575626766309148 0.0080369036551564948 0.002373470614860599 0.0015242290438320012 0.006777722583426975 0.0009112186330769743 0.0085930916480720047 0.0011933849258079696 0.0043017026126150179 0.0061306944132824854 0.0010658437675429564 0.00453721722938901 0.0092403023995252121 -0.00083875313866883523 0.0042415021270563874 0.0043159384940130016 0.0067057739558199856 0.0040589307099924282 0.0082498437195117104 0.0031523982973163766 0.0025585261073188281
leaf_weight=28 39 75 23 28 285 22 26 24 29 20 20 67 39 39 21 28 26 1345 88 33 34 36 24 37 24 26 61 29 516 29
leaf_count=28 39 75 23 28 285 22 26 24 29 20 20 67 39 39 21 28 26 1345 88 33 34 36 24 37 24 26 61 29 516 29
internal_value=0 0.00401955 0.00409483 0.00169865 0.00142619 0.00413068 0.00363971 0.00375265 0.00361339 0.00432666 0.00436352 0.00431063 0.00438297 0.00434178 0.00428702 0.00432838 0.00425671 0.00432237 0.00437332 0.00427083 0.00434249 0.00695595 0.00421237 0.00224271 0.00661902 0.00374402 0.00529671 0.00352405 0.00337993 0.00540418
internal_weight=0 2769 2694 352 324 2671 762 740 714 1909 1889 1861 1794 1774 1735 1714 1662 1623 1597 1509 1476 70 1406 61 52 685 85 600 574 58
internal_count=3121 2769 2694 352 324 2671 762 740 714 1909 1889 1861 1794 1774 1735 1714 1662 1623 1597 1509 1476 70 1406 61 52 685 85 600 574 58
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 4 47 2 2 1 0 47 0 4 0 150 14 43 4 3 4 49 3 0 0 13
split_gain=23.1966 3.55934 2.34482 1.91824 1.40488 1.18669 0.955253 0.777129 0.647991 0.602575 0.577184 0.558235 0.365441 0.299352 0.232997 0.205429 0.199881 0.196278 0.187337 0.175135 0.172681 0.163295 0.176125 0.174565 0.145003 0.142237 0.14073 0.145335 0.136584 0.131121
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.089885000000000007 0.17025000000000004 0.091195000000000012 0.18019500000000002 0.090100000000000013 -0.23001499999999997 0.27834500000000006 -0.23091999999999999 0.089155000000000012 0.096015000000000017 0.0010100000000000003 -0.015039999999999998 -0.097174999999999984 -0.036839999999999991 -0.078034999999999979 0.090900000000000009 -0.070499999999999993 -0.010949999999999998 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 15 6 7 11 -5 -6 12 13 17 26 16 18 -13 19 -3 -4 -9 22 -18 -23 -2 -10 27 -1 -7 -24
right_child=1 2 10 8 9 28 -8 20 25 -11 -12 14 -14 -15 -16 -17 21 -19 -20 -21 -22 23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098907797335814939 0.0009828604582478018 0.00063316475374517736 0.00054778299028319965 0.00087599109218057319 0.00086949675312295071 0.00072631221007590893 0.00055642477936701832 0.0011890557993650055 0.00063476465703715711 0.0005454184510288577 0.00057239584214426791 0.00073924055814653144 0.00015394222194983499 0.00090146851531643275 0.00069432052181047559 0.00063707881022756008 0.00096211356443893397 0.00030152854591649367 0.00044441094005945574 0.00031400086991522134 0.00099272370989757024 0.00070156722483947316 0.00096457941136616056 0.00088616581489928418 0.0007974459917521944 0.00044840564800074836 0.00086332224866892402 0.0008656228201461896 0.00051546904904529599 0.00086941235209920555
leaf_weight=1041 50 23 28 34 71 27 24 61 31 32 34 26 52 220 20 32 317 138 167 22 24 22 76 188 24 32 38 38 21 208
leaf_count=1041 50 23 28 34 71 27 24 61 31 32 34 26 52 220 20 32 317 138 167 22 24 22 76 188 24 32 38 38 21 208
internal_value=0 0.000517026 0.000466906 0.000928058 0.00057955 0.000939207 0.000945567 0.000949665 0.000657839 0.000768812 0.000333297 0.000942538 0.000299424 0.000967579 0.000903473 0.000491738 0.00090847 0.000339664 0.00046726 0.000444919 0.00113362 0.000913896 0.000930342 0.000866827 0.000922726 0.000540106 0.0009806 0.00098473 0.000634068 0.00089488
internal_weight=0 673 599 2448 325 2351 2303 2279 97 103 274 2194 240 1337 857 222 837 188 190 50 85 811 601 210 74 63 1117 1079 48 284
internal_count=3121 673 599 2448 325 2351 2303 2279 97 103 274 2194 240 1337 857 222 837 188 190 50 85 811 601 210 74 63 1117 1079 48 284
is_linear=0
shrinkage=0.00196078


Tree=7030
num_leaves=31
num_cat=0
split_feature=1 12 9 4 0 15 2 132 1 3 150 49 12 2 13 14 11 159 52 13 0 1455 52 12 2 1213 1213 43 4 403
split_gain=0.197541 0.0581138 0.0296609 0.0313244 0.0469132 0.0506003 0.0282648 0.026507 0.0298055 0.02868 0.0296387 0.0238308 0.0212407 0.0302436 0.023237 0.0208913 0.0204193 0.0203885 0.0379129 0.0347072 0.0537653 0.0521856 0.0329946 0.121966 0.0650144 0.0543427 0.0551391 0.0406878 0.0349103 0.0333093
threshold=0.11910500000000002 0.051320000000000005 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.116525 0.092395000000000019 0.10124500000000002 0.10893000000000001 0.091105000000000005 0.09858500000000002 0.099815000000000015 -1.0000000180025095e-35 0.26746000000000009 -0.073114999999999986 0.08976000000000002 -0.016814999999999997 0.11277500000000001 -0.085384999999999975 -0.086409999999999987 -0.088874999999999982 0.0060650000000000009 0.09320500000000001 0.084145000000000011 0.027540000000000002 0.088500000000000009 0.084740000000000024 -0.081114999999999979 -0.080194999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 -2 8 9 10 11 -1 13 -3 -14 -8 17 19 22 20 -15 -21 29 24 -24 27 -27 -26 -28 -19
right_child=2 12 -4 4 5 -7 15 -9 -10 -11 -12 -13 14 16 -16 -17 -18 18 -20 21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0052042532181299627 0.0045145711491100622 0.0085921974340453754 -0.0010821994999787421 0.0043076039286097509 0.0011741678710677661 -0.004087135854293592 0.0043303131476995042 0.00026978153921663762 0.0027458263930897468 0.00083879348417015178 0.0013521833060723212 0.002401755142158696 0.003690136696763205 0.0056340667984291354 0.0069723187662337135 0.0012522127767664168 0.007411616255908653 0.0030146593743341581 0.0026962618890684097 0.00059184366171913488 0.010987010939667623 0.0052209240956515831 0.0070054552038200206 0.010256280701659206 0.0037193201758243424 0.0099934887541975412 0.0025454775243997575 -0.00089140957598352717 0.0076290512944317676 0.0045685026501468247
leaf_weight=228 70 20 32 30 68 25 29 25 234 23 27 35 347 86 23 92 27 171 110 28 24 187 100 45 216 27 35 21 22 714
leaf_count=228 70 20 32 30 68 25 29 25 234 23 27 35 347 86 23 92 27 171 110 28 24 187 100 45 216 27 35 21 22 714
internal_value=0 0.00435211 0.00181811 0.00211368 0.00086905 -0.000240161 0.0029152 0.00345402 0.00359955 0.0042378 0.00450738 0.0048313 0.00458529 0.0047248 0.00389416 0.00198994 0.00468213 0.00464087 0.00448151 0.00535724 0.00680198 0.00461807 0.00462687 0.00530791 0.00477899 0.00408539 0.00627089 0.00331077 0.00450756 0.00426827
internal_weight=0 2775 346 314 123 93 191 572 547 313 290 263 2203 1833 370 121 1813 1786 1461 325 110 215 1351 466 421 321 84 237 57 885
internal_count=3121 2775 346 314 123 93 191 572 547 313 290 263 2203 1833 370 121 1813 1786 1461 325 110 215 1351 466 421 321 84 237 57 885
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 1 2 0 14 4 47 1 1 43 0 160 4 15 4 2 1 1 4 2 2 0
split_gain=15.1173 2.18644 1.65689 1.00195 0.916247 0.881393 0.600983 0.480351 0.404899 0.330133 0.305159 0.30172 0.299479 0.270016 0.247454 0.238478 0.207809 0.20169 0.183329 0.16712 0.152123 0.192666 0.201414 0.150685 0.155886 0.143601 0.141751 0.14128 0.137051 0.125014
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.092550000000000007 0.40945500000000007 -0.17966999999999997 0.12000500000000001 0.13501500000000002 -0.23194499999999998 0.076175000000000007 0.053925000000000008 0.10019500000000002 0.10124500000000002 0.122715 -0.04890499999999999 -0.15350499999999997 -0.067824999999999983 -0.46376499999999993 -0.03241999999999999 -0.059649999999999988 0.089005000000000015 0.081315000000000012 0.13075500000000004 -0.036839999999999991 0.31358000000000003 0.092235000000000025 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 11 7 12 14 -6 -9 13 -1 23 29 18 17 26 -10 -3 -11 -13 -22 -23 -4 -25 -5 -2 -7 -19 -8
right_child=1 5 6 25 8 27 10 9 15 19 -12 20 -14 -15 -16 -17 -18 28 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00098888406566545071 0.00088896263463824406 0.00060091137322558074 0.00084085642669953558 0.00049715186671956497 0.00079740677205615974 0.00024831053023501563 0.00092001155007984982 0.00046481499132997424 0.00050378518788703067 0.00039633682387229667 0.00058851412665869931 0.00084812697005761664 0.00098767192303065134 0.00068230173559849061 0.00060365153233112858 0.00047822635938792626 0.00058844720137490067 0.0007424097105651103 0.00039787175719771544 0.00020447444143178919 0.00077446580014532988 0.00073789410522671971 0.00049822844598627729 0.00080670861703594475 0.00066497425725257474 0.00031263609736354326 0.00072029456358418129 8.5264351946006195e-05 0.00055962698111840172 0.00078349813668276459
leaf_weight=22 30 21 973 50 31 84 27 44 39 24 36 42 47 106 48 85 29 46 92 64 79 28 26 311 33 24 53 27 24 576
leaf_count=22 30 21 973 50 31 84 27 44 39 24 36 42 47 106 48 85 29 46 92 64 79 28 26 311 33 24 53 27 24 576
internal_value=0 0.00043844 0.000786971 0.000614357 0.000674817 0.000357448 0.000809412 0.000413819 0.000589326 0.000326139 0.000764625 0.00077246 0.000833874 0.000773567 0.000485706 0.000556076 0.000731334 0.000616785 0.000435605 0.000256801 0.000745252 0.000712765 0.0006225 0.000828386 0.000793112 0.000437309 0.000781259 0.000208651 0.000679741 0.000789611
internal_weight=0 590 2531 186 422 404 2109 293 225 132 745 197 1364 709 161 194 112 109 113 88 175 133 54 1317 344 74 83 111 70 603
internal_count=3121 590 2531 186 422 404 2109 293 225 132 745 197 1364 709 161 194 112 109 113 88 175 133 54 1317 344 74 83 111 70 603
is_linear=0
shrinkage=0.00196078


Tree=7032
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 2 4 1 2 4 0 1 4 150 12 4 15 47 13 3 3 457 475 157 15 49 3
split_gain=23.1336 3.81649 2.39624 1.88533 1.32318 1.30133 0.742721 0.679676 0.661617 0.615267 0.614641 0.399736 0.360458 0.314827 0.464437 0.323038 0.264156 0.235483 0.227895 0.224167 0.168021 0.157102 0.156946 0.153097 0.136244 0.135382 0.134643 0.126191 0.12193 0.108362
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088105000000000003 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.14753000000000002 0.40945500000000007 -0.10474999999999998 0.085605000000000014 0.0082450000000000006 1.0000000180025095e-35 0.09141500000000001 -0.52556499999999995 -0.095869999999999983 0.090100000000000013 -1.0000000180025095e-35 0.0041950000000000008 0.20828500000000003 0.096470000000000014 -0.07675499999999999 -0.07686999999999998 -0.41942499999999994 -0.078034999999999979 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 20 13 11 16 -7 -5 12 -4 14 -1 17 25 18 -15 -16 22 -14 -3 24 -24 -6 -19 -13 -12 -20
right_child=1 2 7 10 8 9 -8 -9 -10 -11 28 27 21 15 19 -17 -18 26 29 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078892715153278548 0.00077692289723279369 0.00025523502141882936 0.00033426240444828302 0.00070201340792088362 0.00080549178027114476 0.00069435973032111453 0.00097693462071805773 0.00040962967559424776 0.00043424977214997145 0.00036688630227182131 0.00046252757687873284 0.0001159060871121291 8.2335623823696046e-05 0.0010058930030970724 0.00070428527755981066 0.00068136124434519784 0.00050859568740688286 0.00061704882487557294 0.00068826439949561233 0.00047174823007960448 0.00045739540661338205 0.00025700180966731548 0.00053713729388753391 0.00027146074146094945 0.00032187631171123654 0.00069486233541310276 0.00076790116610078209 -3.8956527858839739e-05 0.00028998351213065722 0.00081183346632118184
leaf_weight=91 71 109 44 34 49 71 79 37 41 32 31 32 83 23 28 98 27 24 28 37 32 26 26 35 20 322 436 55 32 1068
leaf_count=91 71 109 44 34 49 71 79 37 41 32 31 32 83 23 28 98 27 24 28 37 32 26 26 35 20 322 436 55 32 1068
internal_value=0 0.000346967 0.000296258 0.000757441 0.000768494 0.000410466 0.000790783 0.00016226 0.000671415 0.00059262 0.000489549 0.000124124 0.000184467 0.00078276 0.000698507 0.000790598 0.000695846 0.000797378 0.00081273 0.000571918 0.000325953 0.000123999 0.000303815 0.000369188 0.000443546 0.000709474 0.000760031 1.80044e-05 0.000374886 0.000808677
internal_weight=0 673 602 2448 2351 325 1912 277 439 103 97 240 153 1833 156 1677 398 1579 1119 65 222 109 190 81 46 371 460 87 63 1096
internal_count=3121 673 602 2448 2351 325 1912 277 439 103 97 240 153 1833 156 1677 398 1579 1119 65 222 109 190 81 46 371 460 87 63 1096
is_linear=0
shrinkage=0.00196078


Tree=7033
num_leaves=31
num_cat=0
split_feature=1 12 16 133 3 1 46 4 1 474 0 151 49 15 16 2 2 12 483 15 1 1 42 3 3 4 52 2 132 1
split_gain=0.280591 0.0688523 0.0483725 0.0438614 0.0591606 0.0398612 0.0355167 0.0344804 0.0335007 0.039578 0.0285905 0.0320212 0.0285286 0.0224327 0.0226097 0.0445716 0.040239 0.0471759 0.022291 0.0305415 0.0248725 0.0213221 0.0328041 0.0241656 0.0212146 0.0388158 0.0420654 0.0300113 0.0270499 0.0680945
threshold=0.11690500000000002 0.051320000000000005 0.058835000000000005 -0.24098999999999995 0.42240500000000009 0.13146500000000003 0.084955000000000017 0.053180000000000012 0.10124500000000002 0.086280000000000009 0.13134000000000004 0.050660000000000004 0.09858500000000002 -0.11033999999999998 -0.013024999999999998 0.085155000000000022 0.090050000000000005 -1.0000000180025095e-35 0.085510000000000017 -0.093244999999999981 0.10708500000000001 0.083345000000000016 0.081660000000000024 -0.090569999999999984 -0.14186499999999996 -0.14098499999999997 0.029970000000000007 0.081685000000000021 0.079970000000000013 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -4 8 24 9 10 11 12 13 -1 16 -16 -15 -18 19 20 -10 23 -23 -9 27 26 -26 -3 29 -29
right_child=2 7 5 4 -6 -7 -8 21 18 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.009304181563202292 0.0056900158403247287 0.0097192796108384553 0.0063539450429379949 0.0016741372472663853 -0.0037402681053870105 0.0023240898939548061 0.0082546756352530806 0.0075090542839219183 -0.0018054161876948042 0.0015429419761120871 0.0019927809014916422 0.0016237790275010326 0.0027709683848962446 0.002587385270137178 0.010226130116435733 0.0053678187445319932 0.0041288103870164346 0.010441934755071998 0.0061743837618269031 0.003589780737208443 0.0022827056530134184 0.00059722133031327228 0.0046398691202832239 0.0044192509991071464 8.8880246039479971e-05 0.0055020518135395395 0.0056747861134891324 0.0011034875991754235 0.0091590725776293999 0.0067502126245138549
leaf_weight=20 24 26 45 244 22 54 20 30 22 37 28 21 29 46 28 58 29 20 20 126 46 34 49 162 28 1686 26 28 23 90
leaf_count=20 24 26 45 244 22 54 20 30 22 37 28 21 29 46 28 58 29 20 20 126 46 34 49 162 28 1686 26 28 23 90
internal_value=0 0.00511786 0.00224728 0.00159574 0.00122633 0.00415584 0.00411794 0.0053699 0.00396183 0.0046161 0.00502365 0.00536175 0.00570305 0.00612608 0.00577491 0.00694959 0.00471151 0.0067056 0.00299573 0.00266803 0.000960078 0.00432309 0.00298384 0.00490203 0.00552085 0.00541752 0.00277839 0.00659747 0.00602181 0.00541031
internal_weight=0 2732 389 290 266 99 550 2182 530 316 279 251 230 201 181 86 95 49 214 194 68 275 83 192 1907 1740 54 167 141 118
internal_count=3121 2732 389 290 266 99 550 2182 530 316 279 251 230 201 181 86 95 49 214 194 68 275 83 192 1907 1740 54 167 141 118
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 16 1 0 49 50 1 1 2 1 2 49 4 39 14 15 0 0 133 47
split_gain=41.4283 6.72478 3.51442 2.90773 2.31161 2.14169 1.4221 1.02983 0.976272 0.971621 0.8494 0.753634 0.58443 0.800601 0.466551 0.39837 0.347146 0.313429 0.299412 0.281125 0.275933 0.26849 0.257525 0.256746 0.239216 0.224963 0.219761 0.187665 0.182643 0.168095
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.10855000000000002 -0.52595999999999987 0.085345000000000018 -0.10607499999999999 -0.054984999999999992 0.041865000000000006 0.12000500000000001 0.13075500000000004 0.088850000000000012 0.075045000000000014 0.31358000000000003 -1.0000000180025095e-35 0.0067750000000000006 0.098220000000000016 -1.0000000180025095e-35 -0.095869999999999983 -0.030209999999999997 -0.099059999999999995 -1.0000000180025095e-35 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 16 12 -4 11 27 -7 18 25 -2 20 -3 28 -1 26 -6 -21 -15 24 -12 -14 -13 -8 -5 -16
right_child=1 4 8 17 15 9 10 -9 -10 -11 23 19 13 22 29 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012992667743370152 0.00085114580591011532 0.00057879932997809125 0.0011155077081169361 0.00058166696167087802 0.00028385997804349371 0.0007846391139800698 0.00077758475492244162 0.0014963620558840218 0.00070322861577857513 0.00083641977112211151 0.000797967467596077 0.0011539001933382387 0.0011298149173694942 0.0012395483783955703 0.0012214083207636541 0.00049114172637664899 0.000324415938571246 0.00045871693227026198 0.0012337074863971703 0.0010735219335027942 3.567792042850949e-05 0.0012951016622923229 0.0010724766319453747 0.00044027275675829466 0.00060295720642794472 0.00087020855731221789 0.0010027620526291661 0.00098316100562093837 0.00080616043801770251 0.0010743918783351315
leaf_weight=787 23 30 34 22 61 21 38 70 63 41 31 378 21 392 67 26 66 24 406 27 24 95 39 28 110 33 41 31 38 54
leaf_count=787 23 30 34 22 61 21 38 70 63 41 31 378 21 392 67 26 66 24 406 27 24 95 39 28 110 33 41 31 38 54
internal_value=0 0.000664191 0.00121349 0.000938017 0.000523894 0.00122859 0.000605364 0.00126334 0.000847739 0.00112782 0.000686622 0.00114908 0.00125362 0.00119623 0.00110714 0.000278751 0.000403911 0.000648095 0.00127696 0.00116323 0.000213785 0.00124606 0.00122443 0.000611775 0.000645832 0.000971167 0.00113911 0.000869945 0.000723846 0.0011558
internal_weight=0 673 2448 228 445 2351 334 1748 97 603 238 562 1678 485 144 111 96 84 1193 541 85 122 431 169 141 54 419 69 60 121
internal_count=3121 673 2448 228 445 2351 334 1748 97 603 238 562 1678 485 144 111 96 84 1193 541 85 122 431 169 141 54 419 69 60 121
is_linear=0
shrinkage=0.00196078


Tree=7035
num_leaves=31
num_cat=0
split_feature=1 3 39 2 52 393 52 484 4 0 2 2 16 4 12 12 4 1 151 151 16 160 4 49 157 2 0 474 156 156
split_gain=0.333735 0.0623016 0.0505184 0.0496601 0.0464743 0.0460357 0.0405655 0.0523877 0.0411571 0.0403969 0.0709836 0.0380819 0.0378731 0.04715 0.0377859 0.0362851 0.0326371 0.0319779 0.0298346 0.0489677 0.0291939 0.0285721 0.0364448 0.0349012 0.0282663 0.033232 0.0262123 0.0247857 0.0315142 0.0639029
threshold=0.10920500000000001 0.31370500000000007 0.087880000000000014 0.095545000000000005 -0.45478499999999994 0.084355000000000013 0.0031350000000000002 -0.093244999999999981 -0.42529999999999996 -0.062764999999999974 0.097845000000000015 -0.0091949999999999983 0.0028900000000000006 -0.062539999999999984 -0.42850999999999995 0.095565000000000011 -0.036839999999999991 0.14173500000000003 -0.10737499999999998 -0.086654999999999982 -0.54656499999999986 0.066685000000000008 0.056795000000000005 0.094245000000000009 -0.077234999999999984 0.13622000000000004 -0.07384499999999998 -0.10160499999999999 0.087380000000000013 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 11 -5 16 7 -6 -8 10 15 26 13 -11 -3 -10 -2 -16 -9 -20 -13 22 23 -21 -18 -26 -1 -22 29 -29
right_child=1 14 -4 4 6 -7 8 18 9 12 -12 20 -14 -15 17 -17 24 -19 19 21 27 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0058673774029183038 0.006915166276407295 0.0033902960683086093 0.0020071716044838422 0.0066018373884610725 0.0083710793324786696 -0.00028200537032846895 0.0098127770470455289 0.0070350460109433952 0.0049563215952797765 0.0082834918238222609 0.0068767464789408752 0.0096599986565045343 -0.00011140359379351139 0.0014169056061655283 0.0010217179344700915 -0.00051470475842837593 0.00057408274872051111 -0.0034954649340361355 -0.0013977322558110412 0.0026441349678176952 0.0092550667154643208 0.0059006493826884599 0.0043721470547316132 -0.0019550213501566931 0.0050039336233749059 0.0016201975715479681 0.0021705060694578357 0.0059976171623372107 0.0046582078138325258 0.010446017784433383
leaf_weight=34 49 35 156 141 23 21 20 21 27 20 152 22 25 20 42 22 21 25 22 77 23 42 100 21 170 35 44 1508 170 33
leaf_count=34 49 35 156 141 23 21 20 21 27 20 152 22 25 20 42 22 21 25 22 77 23 42 100 21 170 35 44 1508 170 33
internal_value=0 0.00295967 0.00346343 0.00566599 0.00497027 0.00423092 0.00458167 0.00378139 0.00543791 0.00510897 0.00580976 0.00594406 0.00294189 0.0048502 0.000727313 0.00249994 0.00457554 -0.000663798 0.00340838 0.00311769 0.0060401 0.0035316 0.00302908 0.0016586 0.00406828 0.00442622 0.00378196 0.00599417 0.00595033 0.00609288
internal_weight=0 554 452 2567 733 296 592 306 286 266 201 1834 65 40 102 49 275 67 283 262 1756 240 198 98 226 205 78 1734 1711 1541
internal_count=3121 554 452 2567 733 296 592 306 286 266 201 1834 65 40 102 49 275 67 283 262 1756 240 198 98 226 205 78 1734 1711 1541
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=31
num_cat=0
split_feature=1 2 51 30 0 11 11 156 0 14 16 2 10 13 4 15 52 2 401 15 13 52 13 1213 1212 402 402 1213 403 13
split_gain=0.272354 0.073986 0.0458638 0.0456692 0.0427598 0.041171 0.0378933 0.0358008 0.0448577 0.0546147 0.0387382 0.0343785 0.0398358 0.0302421 0.029497 0.0290346 0.0287788 0.0274973 0.0262326 0.0312604 0.0271272 0.0258631 0.0249206 0.0246813 0.029884 0.033978 0.033331 0.0268629 0.0254403 0.0417668
threshold=0.11690500000000002 0.10045500000000002 -0.40274499999999996 0.086065000000000016 -0.13843999999999998 0.080455000000000013 0.085155000000000022 0.10339000000000002 -0.0058249999999999994 -0.072219999999999993 -0.11118499999999999 0.121465 0.10223 -0.39067499999999994 0.42642000000000008 -0.042209999999999991 -0.054584999999999995 -0.090999999999999984 1.0000000180025095e-35 0.10549000000000001 0.10935500000000002 -0.090859999999999982 -0.076599999999999988 -0.13252999999999998 -0.14780999999999997 0.2506000000000001 0.11191000000000001 -0.19298499999999996 0.4024950000000001 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 14 17 -7 8 9 16 -10 12 -11 -6 21 22 -4 -1 20 -20 -15 -3 -13 27 -25 26 -26 28 -19 -30
right_child=2 4 7 -5 13 6 -8 -9 10 11 -12 15 -14 18 -16 -17 -18 23 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0025459639546978807 0.006167288390160711 0.0052584455712981855 0.0018039114470593633 0.0013007806310529955 0.00074912580661475655 0.01061162688731981 0.0057898497423873501 0.0047164357906149239 0.0012298824479551737 0.0041921864489033343 -0.0038068923275344649 -0.00030288117961354861 -0.00084711249274689528 0.0052017809544961397 0.0062867545895278461 -0.0024861435012506518 0.0065121460907362613 0.004460726264621873 -0.00039474395813331718 0.0050616085385194144 0.0024363302509300411 0.001597834073812313 0.0030551405372814494 0.0016635790768423646 0.0052931886545339781 0.0013851029099896551 0.0093986037676222628 0.010083658494986596 0.0044002328345197298 0.010396321980022969
leaf_weight=36 27 23 20 28 20 28 39 40 37 62 26 51 21 392 20 29 37 49 21 21 39 120 39 23 1764 22 20 20 21 26
leaf_count=36 27 23 20 28 20 28 39 40 37 62 26 51 21 392 20 29 37 49 21 21 39 120 39 23 1764 22 20 20 21 26
internal_value=0 0.00501954 0.00219141 0.00531207 0.00409378 0.00536691 0.00780492 0.00189487 0.00154437 0.00212648 -0.000848787 0.00135511 0.00291718 0.00455802 0.00268969 0.000265591 0.00486013 0.00528445 0.00471907 0.00233343 0.00495154 0.0021866 0.00115226 0.00533514 0.00524543 0.00529105 0.00533921 0.00674964 0.00605505 0.00771722
internal_weight=0 2732 389 2076 656 2048 67 362 322 259 63 202 83 493 163 119 57 1981 473 42 431 143 90 1945 1829 1806 1784 116 96 47
internal_count=3121 2732 389 2076 656 2048 67 362 322 259 63 202 83 493 163 119 57 1981 473 42 431 143 90 1945 1829 1806 1784 116 96 47
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 2 0 1 4 2 34 150 15 47 4 0 0 16 13 131 15 1 0 0 4
split_gain=18.0882 3.04157 1.73133 1.47986 1.1161 0.855557 0.782044 0.555453 0.531525 0.531278 0.387767 0.330819 0.448466 0.31769 0.299517 0.320584 0.28564 0.229457 0.192323 0.191747 0.150918 0.144398 0.164529 0.13517 0.130491 0.135716 0.142907 0.128127 0.127255 0.165699
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.11474000000000002 0.13082500000000002 0.09253500000000002 0.14285500000000004 -0.10474999999999998 0.085605000000000014 0.0082450000000000006 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.095869999999999983 0.090100000000000013 0.27834500000000006 -0.080689999999999984 -0.15202999999999997 -0.12029499999999999 -1.0000000180025095e-35 0.082750000000000004 -0.40580499999999992 0.14173500000000003 -0.23091999999999999 0.14486500000000005 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 -6 14 -5 16 12 21 20 15 -4 28 -14 27 -17 -13 -1 -23 -21 25 -16 -27 -3 29 -7
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 13 17 -15 24 19 -18 -19 -20 23 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00094762484466328343 0.00081081802551558112 0.00052246171647630385 0.00016362436768073337 0.00075893678381231278 0.00073854865836890736 0.00080024075452326995 0.0010174792101821702 0.00039691287458089053 0.00050409353642177695 0.00045480139036435338 0.00054384857123973324 0.00084690546285807935 0.00074139083644338686 0.00071793639359353978 0.00021477939171653961 0.00048812462128790132 0.00055392260792392614 0.00050612583003294619 0.00054731253076364646 0.00023925787133512516 0.00080658427493073438 0.00083719725448253913 0.00062417300965856106 0.00043117622249211026 0.00030095726068989906 0.00015795039154354161 -6.5772139956873788e-05 0.00036641724167138284 0.00061810975446101822 0.00070793521752852886
leaf_weight=25 74 23 45 34 77 243 79 24 34 63 39 1034 28 98 35 32 27 37 33 43 545 46 20 21 20 23 21 168 22 108
leaf_count=25 74 23 45 34 77 243 79 24 34 63 39 1034 28 98 35 32 27 37 33 43 545 46 20 21 20 23 21 168 22 108
internal_value=0 0.000435786 0.000389455 0.000798748 0.000486247 0.00080854 0.000826463 0.000657368 0.000274646 0.000561406 0.000730478 0.000818231 0.000731864 0.000826265 0.000242141 0.000300184 0.000748675 0.000607471 0.000409089 0.000364196 0.000832988 0.000820716 0.000772644 0.000302231 0.000159475 0.000123657 5.11737e-05 0.000385208 0.000762772 0.000771839
internal_weight=0 673 599 2448 325 2351 1912 101 274 97 439 1833 156 1677 240 141 400 65 224 96 1579 91 66 64 99 79 44 191 373 351
internal_count=3121 673 599 2448 325 2351 1912 101 274 97 439 1833 156 1677 240 141 400 65 224 96 1579 91 66 64 99 79 44 191 373 351
is_linear=0
shrinkage=0.00196078


Tree=7038
num_leaves=31
num_cat=0
split_feature=4 3 9 2 400 39 2 482 1452 3 49 16 158 159 483 47 1420 1429 484 484 475 42 160 41 4 15 160 52 133 2
split_gain=0.287672 0.0937941 0.0645861 0.0435617 0.0541173 0.0517989 0.03644 0.0313439 0.0382206 0.035503 0.0423031 0.0383479 0.0311917 0.0440092 0.0374824 0.0305124 0.0307764 0.0451357 0.065727 0.0649956 0.0360782 0.0658387 0.0296997 0.029404 0.0457428 0.0281519 0.0282979 0.0354602 0.0281402 0.0359338
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.091265000000000013 -0.07520499999999998 0.098220000000000016 0.25063000000000007 -1.0000000180025095e-35 0.10391500000000002 -0.074084999999999998 0.15021500000000002 0.51222500000000004 0.085030000000000008 0.11109000000000001 0.0093900000000000008 0.11043500000000002 -0.085599999999999996 0.084770000000000012 0.073690000000000019 0.088375000000000009 -0.085719999999999977 0.083795000000000022 0.079055000000000014 0.083975000000000008 -0.50427999999999995 0.11923500000000002 -0.14835999999999996 0.42957000000000006 -0.071719999999999992 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 12 -5 7 -2 -6 9 23 11 -11 13 15 -14 16 -4 20 -19 -20 21 -18 -1 24 -9 26 27 -26 -22 -30
right_child=6 -3 3 4 5 -7 -8 8 -10 10 -12 -13 14 -15 -16 -17 17 18 19 -21 28 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00043608516229894654 0.0023489102271169698 0.0016205700097295145 0.0094934955524513514 0.00063693029280271259 0.0018128330024473113 0.0016440593516621296 -0.0016877112619113179 0.0092805916992282234 0.0090900149463171449 0.0042978627402415464 -1.3332527651939366e-05 0.0079678892188014532 0.0075436179323470319 0.00078328923787921671 0.0034068451318979408 0.0032582800800747499 0.010869095550798295 0.006530155841204705 -0.0033823482559195588 0.0043954229683467105 0.006419681514203259 0.0047329047194901198 0.0045730194624047727 0.0018914116453379393 0.0012366206609997256 0.0022621887722052633 0.0060638037845393887 0.0065607067433037713 0.0057297825108042818 0.0044295487349154429
leaf_weight=29 328 75 20 31 29 47 24 35 24 349 21 31 139 20 26 58 36 33 21 22 289 34 20 20 29 25 331 22 633 320
leaf_count=29 328 75 20 31 29 47 24 35 24 349 21 31 139 20 26 58 36 33 21 22 289 34 20 20 29 25 331 22 633 320
internal_value=0 0.00510871 0.00520582 0.00527247 0.00474944 0.00488183 0.00207369 0.00504796 0.00515373 0.00504426 0.00435581 0.00459726 0.00558736 0.00544252 0.00689176 0.00550608 0.00559868 0.00554256 0.00317323 0.000596977 0.0056798 0.00788866 0.00160845 0.00564182 0.00581152 0.0055132 0.00572596 0.00353329 0.00555531 0.00529319
internal_weight=0 2769 2694 2645 994 963 352 916 887 863 401 380 1651 1486 165 1466 1408 1388 76 43 1312 70 49 462 442 407 382 51 1242 953
internal_count=3121 2769 2694 2645 994 963 352 916 887 863 401 380 1651 1486 165 1466 1408 1388 76 43 1312 70 49 462 442 407 382 51 1242 953
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 47 2 1 1 2 0 4 150 12 4 157 2 3 52 3 14 2 16 2 1 47 3
split_gain=20.4266 3.2919 1.94513 1.63372 1.15028 1.01268 0.727114 0.539884 0.504649 0.492994 0.4919 0.430675 0.399194 0.335664 0.335217 0.293587 0.276246 0.277093 0.199583 0.171473 0.157663 0.151893 0.139591 0.136577 0.1345 0.134277 0.146608 0.132591 0.122152 0.117437
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088105000000000003 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.10699500000000002 0.09253500000000002 0.089625000000000024 0.14838000000000004 -0.10607499999999999 0.27834500000000006 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 -0.069619999999999987 -0.0091949999999999983 0.086245000000000016 -0.057699999999999994 -0.13927999999999999 -0.41790499999999997 0.088930000000000023 0.19444000000000003 0.092120000000000021 0.11588000000000001 0.090100000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 28 11 15 12 27 -5 16 14 -13 21 22 17 -1 -18 -15 24 -4 -6 -16 -19 26 -20 -7 29 -3
right_child=1 2 8 10 7 9 -8 -9 -10 -11 -12 13 -14 19 23 -17 18 20 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010593758361437317 0.00079421555582941301 0.00031778886999969203 0.00029110492481028335 0.00073046066090378661 0.00083370227631158805 0.00077852050705653868 0.0010050226002006975 0.00048932629834547777 0.00045773557466782431 0.00040244247520026356 0.00043781335053138187 0.00058020782551965579 9.3514002867418677e-05 0.00059675586501172948 0.0003384793658886908 0.00053356901824355295 0.00059297493025034411 0.00085362097427609885 0.00085351901870552764 0.00078496513640214239 0.00072722343073621323 0.00052986737670260374 0.00072902701667562435 0.00017219863095929 0.00080105691691677945 0.0006696460462704885 0.00076489403153273303 0.00061154474974103575 0.00049597049414753169 0.00041533331795637666
leaf_weight=22 74 98 20 34 58 41 79 39 34 29 63 40 84 20 24 27 21 850 127 268 48 21 315 91 240 32 165 33 32 92
leaf_count=22 74 98 20 34 58 41 79 39 34 29 63 40 84 20 24 27 21 850 127 268 48 21 315 91 240 32 165 33 32 92
internal_value=0 0.000404055 0.000355855 0.000789766 0.000800055 0.00045845 0.000820837 0.000709541 0.000234165 0.000619137 0.000540391 0.000812899 0.000202492 0.000748519 0.000261172 0.000731012 0.00082693 0.000841418 0.000778219 0.000771895 0.000837204 0.000413398 0.000745304 0.000206901 0.000842047 0.000790226 0.00080344 0.000704058 0.000383897 0.000365021
internal_weight=0 673 599 2448 2351 325 1912 439 274 103 97 1833 240 328 156 400 1505 1160 345 288 1138 41 373 115 1090 324 292 74 222 190
internal_count=3121 673 599 2448 2351 325 1912 439 274 103 97 1833 240 328 156 400 1505 1160 345 288 1138 41 373 115 1090 324 292 74 222 190
is_linear=0
shrinkage=0.00196078


Tree=7040
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 47 2 1 4 2 4 1 12 14 11 1 160 4 0 4 475 475 159 150 2 14 39 43
split_gain=27.5706 3.35648 2.80862 2.38778 1.86472 1.36736 1.22018 0.870759 0.809325 0.721713 0.703059 0.496504 0.430305 0.368991 0.344279 0.310862 0.305316 0.2538 0.20502 0.184381 0.181938 0.17084 0.141247 0.149065 0.140754 0.193849 0.201945 0.154884 0.138636 0.132537
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.40473500000000007 0.14838000000000004 0.40945500000000007 0.088770000000000016 0.085355000000000014 0.062655000000000016 1.0000000180025095e-35 0.10312500000000001 -1.0000000180025095e-35 -0.0057249999999999992 -0.14116499999999996 -0.036839999999999991 -0.088274999999999978 -0.10664 0.082585000000000006 1.0000000180025095e-35 0.11263500000000001 -1.0000000180025095e-35 0.086505000000000012 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 5 6 24 13 11 16 -4 -7 12 -5 15 19 22 17 -8 -14 -15 -18 -2 23 -1 25 26 -3 -26 -27 -11
right_child=1 3 9 7 -6 10 8 -9 -10 29 -12 -13 18 14 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 27 28 -28 -29 -30 -31
leaf_value=0.0010596728909249399 0.0010974945934984312 0.00078558997502402653 0.00092533532929667966 0.0005330781117568608 0.00061095711030471813 0.00093856710014082452 0.00095752385930366701 0.0006411786727723263 0.0006828226562409467 0.00063052658141582007 0.00055914844258450993 0.00018436062948849578 0.00044747253979396948 0.00070913813762539415 0.0010162257693118809 0.0011980742934584732 0.0012214399270795901 0.00073320091473778664 0.00025565730702797407 0.00093951064066353411 0.0010211205611123108 0.00087120542135994748 0.0010585560769664664 0.00082027672698684767 0.00058366964333782007 0.00054489132768830069 0.00054599881648894309 0.00037698364123473383 0.00033915551196710733 0.00044500618679996798
leaf_weight=20 29 21 34 45 45 57 637 34 41 57 28 84 29 22 306 61 23 20 82 34 72 23 1119 20 20 34 38 46 20 20
leaf_count=20 29 21 34 45 45 57 637 34 41 57 28 84 29 22 306 61 23 20 82 34 72 23 1119 20 20 34 38 46 20 20
internal_value=0 0.000521702 0.000992385 0.000475724 0.00100637 0.000608803 0.00101387 0.000347502 0.000951092 0.000687401 0.000813582 0.000305898 0.00037134 0.00104533 0.000990358 0.00106164 0.000965719 0.000950695 0.000305771 0.000849007 0.00106962 0.000997405 0.00105446 0.000939975 0.000511561 0.000553582 0.000631277 0.000439616 0.000468693 0.000582339
internal_weight=0 590 2531 538 2420 264 2375 274 793 111 85 240 156 1582 362 1220 752 657 111 56 95 52 1159 40 179 113 59 66 54 77
internal_count=3121 590 2531 538 2420 264 2375 274 793 111 85 240 156 1582 362 1220 752 657 111 56 95 52 1159 40 179 113 59 66 54 77
is_linear=0
shrinkage=0.00196078


Tree=7041
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 123 2 0 133 393 132 15 4 15 151 2 40 43 374 133 40 1455 42 42 133 42 42 42 481 481
split_gain=0.408007 0.0999342 0.0663661 0.0536212 0.0409886 0.0399475 0.04556 0.0682173 0.0461636 0.0373898 0.0353509 0.0351747 0.0375429 0.0547624 0.0394997 0.035084 0.0305428 0.0341549 0.0307728 0.0284296 0.0255558 0.0255238 0.0293231 0.0667833 0.0606236 0.0452759 0.0533365 0.0411029 0.0391719 0.0434343
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.091265000000000013 0.083805000000000004 1.0000000180025095e-35 -0.019414999999999998 -1.0000000180025095e-35 0.086855000000000016 0.10365500000000001 -0.46743999999999997 -0.050494999999999991 -0.015744999999999999 0.050660000000000004 0.15950500000000004 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 0.0068000000000000014 -0.084904999999999994 -0.23681499999999997 0.086555000000000007 0.087195000000000009 -0.00094999999999999989 0.085730000000000015 0.085345000000000018 0.086135000000000003 -0.086219999999999977 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 21 6 7 19 -8 -6 15 -10 -13 14 -14 -4 17 18 20 -3 -7 -1 25 24 -24 26 -23 -27 -25 -30
right_child=1 2 10 -5 9 16 8 -9 11 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 28 -26 27 -28 -29 29 -31
leaf_value=0.010099592274054886 0.0065654543148333661 0.0073515839503986921 0.0010346382628103681 0.0012807730016489091 0.0057929159488590018 0.00060122462737402234 -0.00010964473331114278 0.0013367551233386622 0.0073712984177594382 0.0017048338468631974 0.0036915173336606599 0.0068014420586853079 0.0027700806519206506 -0.0013938051467347477 0.0075286852417602431 -0.0036699503108494633 -0.0015005340951029212 0.0061967910527132714 -0.0012946515232729525 0.0034868955262936652 0.0041094597592941035 0.0067837844321612375 -0.0019027527718571949 0.003117164695238997 0.0055518832533077026 0.012729766182989502 0.0020081087869281574 0.0070901042449155035 0.010836209907111797 0.006274406260270763
leaf_weight=20 93 92 51 22 820 33 36 32 24 23 29 26 103 27 21 23 20 23 23 24 56 914 20 37 24 24 24 28 22 407
leaf_count=20 93 92 51 22 820 33 36 32 24 23 29 26 103 27 21 23 20 23 23 24 56 914 20 37 24 24 24 28 22 407
internal_value=0 0.0035015 0.00305835 0.00619488 0.00624063 0.00350205 0.00404778 0.00542437 0.00318814 0.00568138 0.000732152 0.00377879 0.00329167 0.00268734 0.00357597 -0.000427599 0.00214651 0.00268681 0.00196601 0.00655199 0.00280865 0.00655079 0.00650348 0.00588746 0.00216341 0.00682082 0.00666159 0.00969303 0.00623909 0.00650834
internal_weight=0 736 643 2385 2363 540 385 148 237 843 103 201 177 151 124 74 155 135 112 116 89 1520 1500 510 44 990 938 52 466 429
internal_count=3121 736 643 2385 2363 540 385 148 237 843 103 201 177 151 124 74 155 135 112 116 89 1520 1500 510 44 990 938 52 466 429
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=31
num_cat=0
split_feature=1 1 4 159 0 10 49 15 160 12 3 133 15 151 4 14 1 12 42 48 52 43 13 12 3 43 11 3 3 4
split_gain=0.330485 0.0814497 0.0604466 0.0496451 0.0446886 0.0322301 0.0321686 0.0350691 0.0402737 0.0625577 0.0306858 0.0290979 0.03083 0.047534 0.0267076 0.0322674 0.0273184 0.0379274 0.0253446 0.0264303 0.0485241 0.0381109 0.0299559 0.0405119 0.0306779 0.0300568 0.0294828 0.073804 0.0261653 0.0376351
threshold=0.10293500000000001 0.13707500000000003 -0.015039999999999998 0.082585000000000006 0.22582000000000002 -0.086389999999999981 -1.0000000180025095e-35 -0.30407999999999996 -1.0000000180025095e-35 -0.07415999999999999 0.090900000000000009 0.089200000000000015 -0.015744999999999999 0.050660000000000004 0.27834500000000006 -0.47013499999999991 0.12000500000000001 -1.0000000180025095e-35 0.11457500000000002 0.093265000000000015 0.12603000000000003 -0.53814999999999991 0.061215000000000012 0.082095000000000015 -0.10831999999999999 -0.14035499999999998 1.0000000180025095e-35 -0.11171999999999999 -0.081054999999999974 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -3 8 -8 -10 18 12 13 14 -4 -16 -17 -18 19 21 -21 -7 25 -24 -25 -23 27 -27 -20 -30
right_child=1 6 11 -5 -6 10 7 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 28 20 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0016188489063642918 0.0060154181029165874 -0.0017142261280828426 0.0043714772424584859 0.0013452086806797457 0.00098268991735364717 0.0098157488908618695 0.0032441936718992353 0.0042530659167650383 -0.0045226649739421336 0.0023497590536458628 0.0041448351852295673 0.00092663438450212455 0.0006982277898044375 0.0074304356525141391 0.0060267293692699503 0.0028548375843369979 0.0028515630268624854 -0.0030264315418089215 0.0065640303273381585 0.0053833731995454361 0.00073360897842104792 0.0081091251372444363 0.00064517353153364237 0.0065092723931694883 0.003742039746721275 -0.00016766509739682078 0.0088028051584426847 0.0059457782954627069 -0.00020088507793843748 0.0045591407677643379
leaf_weight=20 145 31 126 27 21 25 38 42 26 27 128 56 38 31 21 84 21 23 46 133 27 66 22 86 75 20 35 1563 20 98
leaf_count=20 145 31 126 27 21 25 38 42 26 27 128 56 38 31 21 84 21 23 46 133 27 66 22 86 75 20 35 1563 20 98
internal_value=0 0.00315135 0.00371464 0.0052823 0.00557539 0.00561619 0.00118672 0.00186287 0.00075971 -0.00102162 0.0056503 0.00304054 0.00338467 0.00371828 0.00329981 0.00239357 0.00179751 -0.000221025 0.00573725 0.00583286 0.00459873 0.00593723 0.00588529 0.00467019 0.00522019 0.00601734 0.00593201 0.00586854 0.004541 0.00375236
internal_weight=0 736 572 172 2385 2364 164 133 91 53 2344 400 344 306 275 149 128 44 2216 2052 160 1892 1867 183 161 1684 1618 1583 164 118
internal_count=3121 736 572 172 2385 2364 164 133 91 53 2344 400 344 306 275 149 128 44 2216 2052 160 1892 1867 183 161 1684 1618 1583 164 118
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=31
num_cat=0
split_feature=1 3 4 402 2 132 2 2 1 2 2 43 40 3 4 16 15 4 3 0 43 4 42 3 4 48 1452 3 13 4
split_gain=0.267693 0.0685779 0.0396146 0.0361714 0.0355474 0.0350765 0.0477456 0.0302159 0.0298113 0.0292601 0.0416586 0.0401644 0.031794 0.0311793 0.0319926 0.061976 0.0280627 0.0430805 0.0352391 0.0394055 0.0461601 0.0692295 0.0503809 0.0505378 0.0357509 0.0539474 0.0327989 0.0243826 0.0238429 0.0236404
threshold=0.10293500000000001 -0.053259999999999995 0.40124500000000002 0.086055000000000006 0.14753000000000002 0.088890000000000011 0.25063000000000007 0.13404500000000005 0.13075500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078139999999999973 -0.077474999999999988 0.30112000000000005 0.024790000000000003 -0.046599999999999996 0.040760000000000005 -0.15464999999999998 0.090900000000000009 -0.075934999999999989 -0.17390999999999998 -0.42529999999999996 0.087075000000000014 -0.10831999999999999 -0.46376499999999993 0.082620000000000013 0.086765000000000023 -0.24190499999999995 -0.085804999999999979 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 9 6 -6 16 27 12 -11 -12 -3 14 -13 -16 18 -18 19 26 -21 -22 23 -23 -20 -26 -1 -2 -14 -24
right_child=1 4 -4 -5 5 -7 -8 -9 -10 10 11 13 28 -15 15 -17 17 -19 24 20 21 22 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0051287468670716749 0.0074447817352572181 0.0028224020743883166 0.00079404362900690594 0.0003289529324873634 0.0012798839395501368 0.0037989019593426391 -0.0040175718673573875 0.0025738099619047718 0.001905476449265782 0.0065457344633497068 6.3057894537147755e-05 0.0066992270384382997 0.0011653069462948318 0.0012334441302678074 0.0046856762069326487 -0.0008178688872638824 0.0085823054815274344 0.0053521720135844596 0.0052154245800565841 -0.00073040278861299154 0.0071959101062527564 -0.0017713903887036802 0.0064921395986207902 0.0032144773867912591 -0.0023969482843075761 0.0038737981580197812 0.0079314706423743216 0.0044772483632821315 -0.0032591063773170824 0.0033529637715818878
leaf_weight=818 33 53 22 23 46 23 27 48 38 31 48 35 29 53 76 28 43 1038 41 20 61 29 49 68 23 34 44 172 21 47
leaf_count=818 33 53 22 23 46 23 27 48 38 31 48 35 29 53 76 28 43 1038 41 20 61 29 49 68 23 34 44 172 21 47
internal_value=0 0.00283622 0.00501785 0.00411932 0.00211003 0.000393489 -0.000679449 0.00505718 0.00447808 0.00255064 0.00309595 0.00265035 0.00111592 0.00329717 0.00408406 0.00320395 0.00510867 0.00548066 0.0047828 0.00493975 0.00389511 0.00425933 0.00333118 0.00172386 0.00296339 0.0013435 0.00527181 0.00495495 -0.000692947 0.00495525
internal_weight=0 736 2385 266 470 96 73 2363 243 374 271 240 103 192 139 104 2315 1081 1234 1136 274 254 193 97 98 57 862 205 50 96
internal_count=3121 736 2385 266 470 96 73 2363 243 374 271 240 103 192 139 104 2315 1081 1234 1136 274 254 193 97 98 57 862 205 50 96
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=31
num_cat=0
split_feature=1 4 399 3 2 2 0 0 482 48 50 132 2 14 16 12 1 1429 49 2 49 3 0 1452 51 160 49 156 457 42
split_gain=0.220689 0.0727131 0.0572619 0.066789 0.0320489 0.0313317 0.0447425 0.0375694 0.0330958 0.0306003 0.0299955 0.0283505 0.042254 0.0274268 0.0220029 0.0496125 0.0333374 0.101538 0.0454308 0.0740058 0.0554514 0.032959 0.0326424 0.0289707 0.0305152 0.0448071 0.0414402 0.0284669 0.0274803 0.0479424
threshold=0.096325000000000008 -0.39518999999999993 1.0000000180025095e-35 -0.053259999999999995 0.14753000000000002 0.10774000000000002 0.034820000000000011 -0.076899999999999982 0.11816500000000001 -0.086869999999999989 0.088895000000000016 0.088940000000000005 0.25063000000000007 0.062655000000000016 0.19444000000000003 0.092550000000000007 0.080270000000000022 0.083420000000000008 0.036705000000000008 0.086100000000000024 -0.067649999999999988 -0.073309999999999986 -0.14454499999999995 0.089640000000000011 -0.085734999999999992 -0.020569999999999995 0.085970000000000005 0.087575000000000014 0.041220000000000007 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 10 9 8 7 -7 13 -5 -3 12 -6 14 16 -16 22 18 19 -18 -21 -17 -1 24 25 26 -24 28 -26 -30
right_child=1 2 -4 4 11 6 -8 -9 -10 -11 -12 -13 -14 -15 15 21 17 -19 -20 20 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0085950537177268416 0.0053125374663068221 0.0032709840659663316 -0.0024121551716234538 0.0059533638020400851 0.0010271015455311334 0.0011635914729834585 -0.00010084213223308324 0.0046256059745028123 0.0083285525384708316 0.0020317580991306059 0.0058681017274336356 0.0032843268198617312 -0.0041211763285100463 0.0064573587472096274 0.00466401040272199 -0.0018962001583228512 0.0045308104019109808 -0.0026850923456632619 0.0086048595445311592 0.003393738322819655 -0.0035151613920572258 0.0036003820216865285 0.0029505934850021735 0.0014310556134053817 0.0047899516891135585 0.010787410963149299 0.0081697707265165863 0.0025654519752909741 0.0047752858987743299 0.010239188496668179
leaf_weight=24 96 216 24 21 44 38 30 179 25 379 56 22 25 82 95 24 353 22 23 26 21 20 32 24 1048 21 29 54 42 26
leaf_count=24 96 216 24 21 44 38 30 179 25 379 56 22 25 82 95 24 353 22 23 26 21 20 32 24 1048 21 29 54 42 26
internal_value=0 0.00271431 0.00239737 0.00254865 0.00185229 0.00458123 0.00351893 0.00401935 0.00471302 0.00223764 0.00380568 0.000158442 -0.000838217 0.00466704 0.00458912 0.00337827 0.00468557 0.0039385 0.00428299 0.00403449 0.000306783 0.000602246 0.0049413 0.00487258 0.00493855 0.00680339 0.00543184 0.00480785 0.00491635 0.00686443
internal_weight=0 883 787 763 491 2238 247 217 1991 400 272 91 69 1966 1884 139 1745 445 423 400 47 44 1300 1276 1252 82 61 1170 1116 68
internal_count=3121 883 787 763 491 2238 247 217 1991 400 272 91 69 1966 1884 139 1745 445 423 400 47 44 1300 1276 1252 82 61 1170 1116 68
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=31
num_cat=0
split_feature=1 4 457 3 155 48 1456 3 14 52 16 40 0 15 151 155 0 52 48 1447 0 43 52 12 0 43 4 3 403 475
split_gain=0.178758 0.0632468 0.0618659 0.0343903 0.0280312 0.0313175 0.0314783 0.0274648 0.0274515 0.0457812 0.0310852 0.0489576 0.0297214 0.0289848 0.0287502 0.0265009 0.0254244 0.0338357 0.0315721 0.0516461 0.0430131 0.0411878 0.0454533 0.0413306 0.0494013 0.0418495 0.0383814 0.0313735 0.0312068 0.0407356
threshold=0.096325000000000008 0.27287000000000006 0.079590000000000008 -0.12018999999999998 0.10158500000000002 -0.065224999999999991 -0.049894999999999995 0.63141500000000017 -0.10708499999999999 -0.065544999999999978 -0.44310499999999992 -0.045684999999999996 -0.055064999999999996 -0.46471999999999997 0.050660000000000004 0.12016500000000001 -0.072269999999999987 -0.42635499999999998 0.091150000000000023 -0.065079999999999985 -0.057069999999999989 -0.065269999999999981 0.088785000000000017 0.093965000000000007 -0.067094999999999988 0.016310000000000002 -0.10429499999999998 0.092670000000000016 -0.54448499999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 5 -5 -7 8 9 13 14 -12 -11 -3 -10 16 27 -18 19 -19 -20 22 26 25 -25 28 -21 -1 -23 -30
right_child=1 7 -4 4 -6 6 -8 -9 10 12 11 -13 -14 -15 -16 -17 17 18 20 21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0043877355716022675 0.0054151902999001328 0.0032328456898381855 0.00046883677215581502 0.0067614545393735173 0.0062515813344227221 0.0054495901624495927 0.0023641712318149839 -0.0022420814260840417 0.0011223186457383735 0.0030489386042097102 -0.005036459281109274 0.0011987729129888229 0.0081350624409242314 -0.0018442595399392305 0.004933452860796419 0.00049928979016840454 0.0055992100179465196 0.0077944426976609971 0.0039361713774269452 -0.003831467214262202 -0.0024047962774563095 0.0035903431112819816 0.0041859069294707084 -0.0015329716150122494 0.0036430117406291507 0.0019466271274723114 0.0015479721335901154 0.0017135292115724749 0.005501495702597111 0.011672311183065177
leaf_weight=1748 80 23 77 20 27 37 311 20 142 27 20 34 20 22 23 20 63 25 20 21 23 20 34 23 93 24 36 45 23 20
leaf_count=1748 80 23 77 20 27 37 311 20 142 27 20 34 20 22 23 20 63 25 20 21 23 20 34 23 93 24 36 45 23 20
internal_value=0 0.00244288 0.00309824 0.00352448 0.00314155 0.00291337 0.00269222 0.00134994 0.00158094 0.00303048 0.000971999 -0.00111057 0.00521325 0.000750705 0.00165357 0.00412311 0.00415578 0.00346038 0.00308815 0.00343102 0.000544491 0.00305998 0.00129217 0.00385245 0.00261674 0.00550008 -0.000433927 0.00432062 0.00685377 0.00837164
internal_weight=0 883 552 475 395 368 348 331 311 92 219 54 47 45 165 2238 2218 425 362 319 43 294 91 203 116 87 57 1793 63 43
internal_count=3121 883 552 475 395 368 348 331 311 92 219 54 47 45 165 2238 2218 425 362 319 43 294 91 203 116 87 57 1793 63 43
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=31
num_cat=0
split_feature=1 3 399 12 48 4 13 42 160 39 15 12 1 42 0 13 2 3 3 482 12 159 0 151 16 51 52 49 151 49
split_gain=0.144794 0.0528897 0.0548234 0.0505629 0.0392286 0.0368795 0.0320106 0.031834 0.0311198 0.0279522 0.0254602 0.0251678 0.0253173 0.0248803 0.0394483 0.0297481 0.0231177 0.0388339 0.041077 0.0263033 0.0247109 0.0252163 0.0240299 0.0230903 0.0220735 0.0379244 0.0370655 0.043975 0.0271996 0.0300953
threshold=0.096325000000000008 0.31299000000000005 1.0000000180025095e-35 -0.010834999999999999 0.14174500000000004 0.042705000000000007 -0.0093149999999999986 -0.027559999999999998 0.088405000000000011 0.090880000000000016 -0.033689999999999991 -0.42850999999999995 0.14173500000000003 0.09112000000000002 -0.082084999999999977 -0.043669999999999994 0.10774000000000002 -0.0063699999999999989 -0.096099999999999977 0.11816500000000001 0.090285000000000018 -0.081299999999999997 -0.065229999999999996 1.0000000180025095e-35 0.19444000000000003 -0.22411499999999998 -0.53964499999999982 0.082865000000000008 1.0000000180025095e-35 -0.087004999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 6 5 8 13 -8 -5 -9 23 -3 -13 15 -15 -2 19 18 -18 24 -20 -22 -23 -7 25 -1 -26 -28 29 -27
right_child=1 11 -4 4 -6 10 7 9 -10 -11 -12 12 -14 14 -16 -17 17 -19 20 -21 21 22 -24 -25 26 28 27 -29 -30 -31
leaf_value=0.0081022676257860096 0.0065469558212815013 0.0024632377806119623 -0.0026657571049872788 0.0039233827995550303 -0.00024591743976118104 0.0025619350499915764 0.0027879635668465533 -0.0039339553517358447 0.0078639999751678926 0.00093053615031143044 -0.00014996634225451178 0.00042379007689050287 -0.0033930856363149362 -0.0016115091213792126 0.0026519590582756792 0.0022014287307974881 -0.00017879106998143176 -0.0011147603068662726 0.0069811376366054724 0.007047231920063496 0.0066854144237004226 0.0012619785841837127 0.0038685429771931016 0.0060669769000794207 0.0050913458701134437 0.0068130437737064708 0.0028703182532447266 -0.0017326990439524425 0.0020014462601139738 0.0038504526965488111
leaf_weight=21 23 35 20 225 31 179 22 27 22 21 31 57 25 34 60 50 31 23 21 25 20 56 96 21 42 35 73 29 78 1688
leaf_count=21 23 35 20 225 31 179 22 27 22 21 31 57 25 34 60 50 31 23 21 25 20 56 96 21 42 35 73 29 78 1688
internal_value=0 0.00219859 0.00250106 0.00263958 0.00320135 0.00342492 0.00143307 -0.000362005 0.00427437 -0.00180574 0.00251664 0.00021831 -0.000739892 0.00218549 0.00110985 0.00357057 0.0037108 0.0027983 0.00320009 0.003824 0.00374281 0.00334744 0.00290823 0.00292996 0.00378301 0.00387721 0.00259112 0.00156162 0.00382795 0.00391063
internal_weight=0 883 766 746 509 478 237 70 247 48 231 117 82 167 94 73 2238 247 224 1991 193 172 152 200 1966 1822 144 102 1801 1723
internal_count=3121 883 766 746 509 478 237 70 247 48 231 117 82 167 94 73 2238 247 224 1991 193 172 152 200 1966 1822 144 102 1801 1723
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=31
num_cat=0
split_feature=1 46 1 0 1185 97 49 393 51 48 11 3 16 11 3 12 1212 1211 403 403 4 1212 1 1201 399 398 1213 402 1209 160
split_gain=0.118838 0.0536544 0.0392753 0.0440431 0.0319988 0.0311966 0.0323026 0.029888 0.0291195 0.0283099 0.0315586 0.0664806 0.0334609 0.0275247 0.0269907 0.032269 0.0278422 0.038799 0.0315965 0.0469586 0.031833 0.0274758 0.025217 0.0242893 0.0245243 0.0386601 0.0240739 0.0235378 0.0373111 0.0226863
threshold=0.11690500000000002 0.084955000000000017 0.086920000000000011 -0.13027499999999997 0.085905000000000009 -0.0047149999999999996 -0.10069499999999999 0.092975000000000016 -0.40274499999999996 -0.089099999999999999 0.087575000000000014 -0.026224999999999995 -0.0024749999999999993 0.083010000000000014 0.10732000000000001 0.087695000000000009 0.10654500000000001 0.085965000000000014 -0.5335399999999999 -0.23730999999999999 -0.51843499999999987 0.11796000000000001 0.16773500000000005 -0.064749999999999988 0.091255000000000017 0.09993500000000001 0.0036000000000000003 -0.094124999999999986 0.087170000000000011 0.050340000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 13 -5 -7 26 -2 -4 11 -11 29 14 15 16 17 18 -1 -20 -21 23 -10 -17 -25 -26 -8 -22 -29 -13
right_child=8 -3 3 5 -6 6 7 -9 22 10 -12 12 -14 -15 -16 21 -18 -19 19 20 27 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0072656757860945975 0.0044873951597967079 0.0077989465947539433 0.0049426141509320591 0.00017547623735751855 0.0056263942208643709 0.0068415945395827295 0.003034641933977292 0.0065617741288050355 0.0012901968447473775 -0.0047148964705965709 0.004757214460987598 0.00081517518141481558 -0.0023319334320893339 -0.00035601223586127165 -0.00010518667034127495 -0.00014191419602586675 0.00034847019282592973 0.0080025753149881064 -0.00094261294718654383 0.0074350716119321696 0.000350466754171066 0.0055496782029513273 -0.002280178608461505 0.0028221602590355142 0.0085136967338621614 0.0027987041366126005 0.00012749892659485342 0.003705507120204054 0.0080869533366058031 0.0034828026592704023
leaf_weight=26 27 25 20 37 63 23 564 23 341 21 20 80 22 20 22 26 22 23 21 24 20 40 21 749 20 29 30 689 20 53
leaf_count=26 27 25 20 37 63 23 564 23 341 21 20 80 22 20 22 26 22 23 21 24 20 40 21 749 20 29 30 689 20 53
internal_value=0 0.00318751 0.00314492 0.00260203 0.00341217 0.00299872 0.00316194 0.00302477 0.00131937 0.00135872 0.000993018 0.000565268 0.00128065 0.00333251 0.00337512 0.00341993 0.00385932 0.00395317 0.00383675 0.00372156 0.00385164 0.0029902 0.00108308 0.00286595 0.00296395 0.00513135 0.00288782 0.00373367 0.0038291 0.00187821
internal_weight=0 2732 2707 893 1814 677 640 617 389 216 196 176 155 1751 1731 1709 845 823 800 774 753 864 362 824 798 49 594 729 709 133
internal_count=3121 2732 2707 893 1814 677 640 617 389 216 196 176 155 1751 1731 1709 845 823 800 774 753 864 362 824 798 49 594 729 709 133
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=31
num_cat=0
split_feature=2 30 3 121 0 39 15 15 13 2 34 0 15 51 51 52 483 1209 2 2 11 479 484 152 1424 31 42 158 133 42
split_gain=0.101177 0.0531524 0.0448569 0.0406817 0.0334986 0.0384074 0.028757 0.0326361 0.0440276 0.0651499 0.036601 0.029494 0.0361313 0.0534397 0.0354524 0.0348137 0.0285933 0.027971 0.0308551 0.0347834 0.034679 0.0313725 0.0349411 0.0288996 0.0270743 0.026215 0.0250067 0.0243574 0.022632 0.0381633
threshold=0.13404500000000005 0.086065000000000016 0.30112000000000005 -0.080284999999999981 0.034820000000000011 -1.0000000180025095e-35 0.083195000000000005 0.081070000000000017 -0.15714499999999998 0.09580000000000001 -0.085739999999999983 -0.097024999999999986 -0.015039999999999998 -0.043349999999999993 0.10876000000000001 1.0000000180025095e-35 0.11494000000000001 0.088500000000000009 0.12844500000000003 0.11474000000000002 0.097680000000000017 0.088785000000000017 0.12364500000000002 0.083555000000000004 1.0000000180025095e-35 -0.081689999999999985 0.082810000000000009 0.081640000000000018 0.41553500000000004 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 8 9 -5 -10 12 14 -14 15 27 28 18 19 20 21 22 23 24 -13 -3 -17 -12 -8 -30
right_child=4 25 -4 6 -6 -7 16 -9 10 -11 11 17 13 -15 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0073367093623216669 -0.0030806824401952326 0.0017883986032324003 0.00016539000064505547 0.0098753419006243348 -0.002770942840201315 0.0015185887340886453 0.003570455144945299 -0.00092600953951478017 -0.0015289584890567877 0.0027911699445479932 0.0010653081474851611 0.0031010305685267915 -0.00457468961273662 0.0024243393146510545 0.006167000663382086 0.005125926382159098 0.00022987475265459769 -0.00068137882321718198 0.0068948474735952923 0.00085230173962190742 -0.0009397654395018305 -0.00033269431442022328 0.0057036667919336736 -0.00065035097039071847 0.0064378367867320777 -0.0020454105808429663 0.0019606938478924957 0.0042980758965803457 0.0030109456507489089 -0.0016856987748972395
leaf_weight=21 20 42 59 21 25 197 925 25 21 34 225 889 20 24 22 52 29 21 20 75 21 25 55 20 25 31 48 26 81 22
leaf_count=21 20 42 59 21 25 197 925 25 21 34 225 889 20 24 22 52 29 21 20 75 21 25 55 20 25 31 48 26 81 22
internal_value=0 0.00282427 0.00289358 0.00295217 0.00069535 0.00109469 0.0029184 0.00265992 0.00271445 0.00549604 0.00261817 0.00267371 0.00195317 -0.000757037 0.00227287 0.00202879 0.00332653 0.00293477 0.00300197 0.00293183 0.00308252 0.00316582 0.00325425 0.00311002 0.0031923 0.000160343 0.00360661 0.00140018 0.00341388 0.00200778
internal_weight=0 2879 2806 2747 242 217 2726 1669 1644 55 1589 1568 417 44 373 351 1057 1151 1130 1110 1035 1014 989 934 914 73 100 251 1028 103
internal_count=3121 2879 2806 2747 242 217 2726 1669 1644 55 1589 1568 417 44 373 351 1057 1151 1130 1110 1035 1014 989 934 914 73 100 251 1028 103
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 2 2 4 1 160 0 11 11 3 1 12 47 3 12 15 4 131 475 52
split_gain=14.5729 2.44274 1.67265 1.24786 0.912054 0.679936 0.579565 0.452409 0.439521 0.348241 0.33364 0.277995 0.274168 0.266023 0.179256 0.13984 0.131863 0.127331 0.108067 0.10169 0.101339 0.100692 0.0958131 0.0916532 0.08412 0.0832267 0.0803679 0.0803128 0.0715135 0.0709336
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.092235000000000025 0.14285500000000004 0.40945500000000007 0.087135000000000004 -0.067824999999999983 0.18019500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.11171999999999999 0.14699000000000004 0.08401500000000002 0.090100000000000013 -0.0025099999999999996 0.10124000000000001 -0.41396999999999995 -0.0019149999999999998 0.09031500000000002 -0.088274999999999978 0.25317500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 22 6 7 11 12 24 -5 14 13 -4 28 -15 17 19 -9 -13 -14 26 -3 -17 -6 -22 -16 -2 -1 -30
right_child=1 2 8 10 9 -7 -8 18 -10 -11 -12 16 20 15 21 23 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00068071086806599014 0.00078212820073994408 0.00036604329162749194 0.00040007833972389821 0.00066427505084215696 0.00073142107141340709 0.00050370228447147879 0.00043638071252240077 0.00077472806342092208 0.00045417556717761951 0.00040980313608189692 0.00042325963513734945 0.00057617706350154352 0.00019532467369190023 0.00035275318551934763 0.00054630294692616511 0.00024332822638326414 0.00054780253519614544 0.00079976503547188067 0.00092816875188374043 0.00070637150131616102 0.00016463668892552672 0.00073045977443596092 0.00048201896168072433 0.00010714401800706368 0.00060126445749226739 -3.6068068926825243e-06 0.00069486470623454915 0.00064555357016769105 0.00077205605019938536 0.00069708872797029928
leaf_weight=37 49 190 43 34 42 48 24 25 34 26 63 24 53 22 21 38 20 55 60 592 20 352 32 38 35 26 42 25 1000 51
leaf_count=37 49 190 43 34 42 48 24 25 34 26 63 24 53 22 21 38 20 55 60 592 20 352 32 38 35 26 42 25 1000 51
internal_value=0 0.000399896 0.000358375 0.000725684 0.000453513 0.000734677 0.000739491 0.000742683 0.000245529 0.000606008 0.000507739 0.000737245 0.000215971 0.000271503 0.000752211 0.000215087 0.000704694 0.00070937 0.000883039 0.000701299 0.00013688 0.000717539 0.000382761 0.000175236 0.000672259 6.95425e-05 0.000645344 0.000735988 0.000765436 0.000768418
internal_weight=0 673 599 2448 325 2351 2303 2279 274 103 97 2194 240 141 1503 98 691 671 85 616 99 415 222 76 77 46 63 74 1088 1051
internal_count=3121 673 599 2448 325 2351 2303 2279 274 103 97 2194 240 141 1503 98 691 671 85 616 99 415 222 76 77 46 63 74 1088 1051
is_linear=0
shrinkage=0.00196078


Tree=7050
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 14 1 2 1 457 1 14 1 4 52 0 47 1 3 0 49 15 3 3 457 0
split_gain=30.3858 4.9652 2.99055 2.75209 1.90601 1.47841 1.14896 0.944646 0.759308 0.632949 0.617108 0.450026 0.448021 0.383214 0.42566 0.303924 0.246715 0.219797 0.268629 0.194592 0.182457 0.180926 0.173187 0.164378 0.160542 0.151614 0.139664 0.185219 0.186305 0.138479
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 -0.090999999999999984 0.13436000000000001 0.080930000000000016 0.093575000000000019 0.062655000000000016 0.087135000000000004 0.033845000000000007 0.0031350000000000002 -0.097024999999999986 0.090100000000000013 0.15022500000000003 -0.028564999999999997 -0.10474999999999998 -0.078034999999999979 -0.095869999999999983 0.0068900000000000012 0.20828500000000003 0.096470000000000014 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 12 13 -6 11 -5 -1 22 15 -15 17 -13 -7 -19 25 26 23 -4 -14 -12 -18 -3 28 -28 -25
right_child=1 2 6 10 8 7 -8 -9 -10 -11 24 16 21 14 -16 -17 19 18 -20 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00080855031582442196 0.0010669492211864652 0.00047705295580450097 0.00060219386849903701 0.00093619757973199065 0.00097975833179443075 0.0010344656043927683 0.00069062723881833032 0.00072396093860779907 0.00061596614427353237 0.0012890787025858223 0.00070897962834396214 0.0011064278183742571 0.00043697403095274701 0.0010110378947133334 0.00062878365818859819 0.0012461773426987483 0.001041809541424202 0.00089273774714180914 0.0010426121288861965 0.0010663866743821054 0.00068097884593275836 0.00017086155540328797 0.00038801138539878982 0.00021147445819519236 0.00051099195290019042 0.0008320274407417706 0.00079764033171369857 0.00047999105575371857 0.00053615886608467383 0.00037333345285732862
leaf_weight=22 71 113 21 34 71 474 37 48 32 62 31 1086 29 24 21 22 27 110 79 350 32 53 47 59 32 26 22 35 20 31
leaf_count=22 71 113 21 34 71 474 37 48 32 62 31 1086 29 24 21 22 27 110 79 350 32 53 47 59 32 26 22 35 20 31
internal_value=0 0.000576539 0.000518699 0.00104697 0.000646286 0.00106033 0.000369004 0.000990411 0.000866736 0.00109491 0.000723308 0.00108694 0.00031942 0.00100793 0.000832653 0.00101945 0.00109105 0.00101192 0.000955384 0.00104962 0.000544006 0.000266153 0.000454156 0.000308593 0.000608414 0.000938898 0.000520937 0.000585337 0.000673125 0.000267226
internal_weight=0 673 602 2448 325 2351 277 778 103 1573 97 1511 240 730 45 685 1489 663 189 403 222 172 68 119 63 53 190 77 42 90
internal_count=3121 673 602 2448 325 2351 277 778 103 1573 97 1511 240 730 45 685 1489 663 189 403 222 172 68 119 63 53 190 77 42 90
is_linear=0
shrinkage=0.00196078


Tree=7051
num_leaves=31
num_cat=0
split_feature=1 124 44 2 48 4 51 14 11 1 150 1429 13 4 133 1213 0 4 0 49 133 403 149 16 52 4 4 2 2 16
split_gain=0.183542 0.0486959 0.0369194 0.036393 0.0357148 0.0355168 0.0327335 0.029518 0.0345987 0.0294141 0.0256587 0.0252885 0.0250621 0.0231909 0.0256751 0.0221395 0.0251703 0.0728092 0.0522819 0.0324263 0.039953 0.0233762 0.0231575 0.0244646 0.0483421 0.0359246 0.0473489 0.0312494 0.024826 0.0309254
threshold=0.11690500000000002 -0.076779999999999987 0.081805000000000017 0.10252500000000002 0.12933000000000003 0.27287000000000006 -0.40274499999999996 0.076175000000000007 0.085155000000000022 0.14860500000000001 0.116995 -0.087914999999999979 -0.11122999999999998 -0.033174999999999989 -0.080849999999999991 -0.13252999999999998 -0.11013499999999998 0.0033150000000000007 -0.15350499999999997 -0.007794999999999999 -1.0000000180025095e-35 0.059220000000000009 0.079625000000000015 0.19444000000000003 -0.083374999999999991 -0.17966999999999997 -0.10429499999999998 0.10097500000000002 0.095545000000000005 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -5 -1 -2 8 11 10 13 -3 -11 -8 -15 21 17 18 -17 -19 -21 -13 23 25 -25 -18 -27 28 -28 -30
right_child=6 2 -4 4 -6 -7 9 -9 -10 12 -12 15 -14 14 -16 16 22 19 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.002903691834501882 0.0050562293630921178 0.0068324292644959045 0.0077353387375686524 0.0035074424585426565 -0.00070257162497866727 -0.0015106519185272712 0.0042253221799102101 0.0061341368327081976 0.00034172516392098499 0.0014806035425863229 -0.0011367167820795798 0.008654619210719831 -0.0024771463657089045 0.005161809178534895 0.0014097590416662536 0.0023524958359570627 0.0072415362077299511 0.0023560916328982961 -0.0040909518417902293 0.0035357182546119602 0.0097042228494371701 0.0048824888509799444 0.0074337174107230652 0.0037978661725893282 -0.00099256943481472828 -0.00029749049116735876 0.0043232595043999362 0.0079323663011841156 0.00022376736040528424 0.004117291451114522
leaf_weight=138 27 37 28 498 21 21 45 82 23 32 26 20 32 20 207 34 40 31 20 21 21 92 22 111 26 23 1315 23 34 51
leaf_count=138 27 37 28 498 21 21 45 82 23 32 26 20 32 20 207 34 40 31 20 21 21 92 22 111 26 23 1315 23 34 51
internal_value=0 0.00401902 0.00412397 0.00408423 0.0033371 0.00232067 0.00169735 0.00427563 0.00419723 0.00144683 0.00186457 0.0042434 -0.000498271 0.00215146 0.00174034 0.00419255 0.00410637 0.00274995 -3.39663e-05 0.00480928 0.00661997 0.00555608 0.00421109 0.0041674 0.00288873 0.00428529 0.00420351 0.00427626 0.0042162 0.00255988
internal_weight=0 2732 2573 2545 519 159 389 2026 1944 362 298 1921 64 272 227 1884 1772 127 54 73 42 112 1645 1623 137 1486 1446 1423 1400 85
internal_count=3121 2732 2573 2545 519 159 389 2026 1944 362 298 1921 64 272 227 1884 1772 127 54 73 42 112 1645 1623 137 1486 1446 1423 1400 85
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 2 2 1 4 1 15 14 0 1 150 16 2 1447 47 52 15 391 50 4 14 47 14 1 16
split_gain=20.242 3.09624 2.03436 1.90173 0.944098 0.833266 0.691668 0.654995 0.633149 0.579889 0.442073 0.355791 0.33718 0.322005 0.214218 0.202488 0.201283 0.197524 0.187123 0.184066 0.142682 0.13167 0.13086 0.128724 0.113606 0.109808 0.100311 0.115222 0.126366 0.152095
threshold=0.10508500000000001 0.12408500000000001 1.0000000180025095e-35 0.087215000000000015 0.14122000000000004 0.36766000000000004 0.14285500000000004 0.089775000000000008 0.09253500000000002 0.40473500000000007 0.091195000000000012 -0.41396999999999995 0.062655000000000016 -0.22491999999999998 0.14754500000000001 1.0000000180025095e-35 0.10246000000000001 -0.0091949999999999983 -0.082869999999999985 0.10350500000000001 -0.56176499999999996 -0.033689999999999991 -1.0000000180025095e-35 0.086295000000000011 0.04735000000000001 -0.45687499999999998 0.078345000000000012 -0.46166999999999997 0.11551000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 7 6 21 10 -4 19 12 25 -1 15 -13 -9 26 -12 -15 -5 -20 -3 -22 -8 -24 -7 27 -2 29 -29
right_child=1 5 8 9 -6 11 23 13 -10 -11 17 14 -14 18 -16 -17 -18 -19 20 -21 22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00092615635589030423 0.00057638823412931874 0.00065341298048402744 0.00081233180492188274 0.00089911873774980414 0.00059151735650273039 0.0004286244238479871 0.00016476647247133961 0.00081942977816784753 0.00048031595982251751 0.00053897407316767115 0.00066688640419479525 0.00022092962241992457 0.0010782812487726474 0.00099005215235200574 -4.104973529191578e-05 0.00054713788917975159 0.00068078183114766056 0.00085861287657723823 0.00097015076715756743 0.00074515537670693556 0.00069056735611429398 0.00048995782724685138 0.00086445496523694567 0.00037985413481353544 0.00080878842197591554 0.00027808083180601257 0.00057233509101669688 0.00056588649412625514 0.00033187201534885737 0.00041492132004959133
leaf_weight=1108 26 40 34 72 41 23 23 21 63 32 23 28 59 40 21 21 20 203 38 51 20 36 592 20 185 98 34 39 35 75
leaf_count=1108 26 40 34 72 41 23 23 21 63 32 23 28 59 40 21 21 20 203 38 51 20 36 592 20 185 98 34 39 35 75
internal_value=0 0.000491007 0.000874971 0.000606385 0.000886452 0.000337702 0.000463544 0.000891687 0.000596693 0.000774107 0.000918476 0.000249613 0.000933847 0.000850993 0.000108653 0.000683284 0.000492862 0.000839101 0.000859043 0.00083528 0.000852767 0.000575987 0.00084717 0.000264807 0.000851201 0.000306697 0.000474879 0.000455944 0.000434927 0.000466567
internal_weight=0 673 2448 384 2351 289 119 2310 97 155 1393 170 1167 917 49 42 229 226 875 123 835 76 797 43 777 121 209 175 149 114
internal_count=3121 673 2448 384 2351 289 119 2310 97 155 1393 170 1167 917 49 42 229 226 875 123 835 76 797 43 777 121 209 175 149 114
is_linear=0
shrinkage=0.00196078


Tree=7053
num_leaves=31
num_cat=0
split_feature=1 3 12 2 13 40 457 2 4 15 157 11 156 15 0 16 0 0 15 2 45 124 158 1454 52 42 15 52 4 48
split_gain=0.208869 0.0545479 0.0407432 0.0417052 0.0338682 0.040405 0.0335349 0.0368377 0.0305279 0.0284453 0.0252757 0.0405302 0.0238617 0.035155 0.0407142 0.0373521 0.0232396 0.0399713 0.0312152 0.0218866 0.020604 0.0248625 0.0181904 0.0321301 0.0239833 0.034903 0.0220338 0.0232603 0.0192261 0.0187027
threshold=0.10337500000000001 0.31299000000000005 -0.010834999999999999 0.11474000000000002 -0.091054999999999983 -0.063404999999999989 0.083415000000000017 0.11093500000000002 0.40124500000000002 -0.41942499999999994 -0.04831499999999999 0.084110000000000004 0.096220000000000014 -0.0088349999999999974 -0.070154999999999981 -0.50690499999999983 -0.10474999999999998 -0.13843999999999998 -0.40580499999999992 0.14122000000000004 0.081955000000000014 -0.076779999999999987 0.07968500000000002 0.088250000000000009 -0.0015799999999999998 0.084050000000000014 0.086885000000000004 0.048520000000000008 -0.0019149999999999998 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 6 -2 -6 7 9 19 -4 -11 -12 13 14 15 -5 17 -3 -18 20 21 -1 29 24 25 -24 27 -26 -27 -23
right_child=1 16 3 12 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 22 23 -25 26 28 -28 -29 -30 -31
leaf_value=0.0028550009578701863 0.0055311701529371067 8.004709846621458e-05 0.00089839678892696454 0.0017061674243046181 0.0022244798471309389 -0.0010967596644916864 0.00083487799623981117 0.0087917353096418089 0.00074299297041513707 0.002269044944413883 0.0044961223362949103 0.0088714871080950476 0.0053615293329736836 -0.0015704394971880202 3.9864756122586279e-05 0.0062939371258419544 0.0016125457117422708 0.005310852927643629 -0.0036172178927809003 0.0021947799386774621 0.0073247745651035361 0.0045306087874740593 0.0065175153405195281 0.0017477030633017421 0.0081373608554713428 0.004783662287236163 0.0089562190111194331 0.0040458611822087381 0.0012210033127173251 0.0031137822222021619
leaf_weight=89 21 48 22 36 130 51 25 20 22 34 114 26 21 26 42 35 21 21 25 41 26 1890 62 22 24 33 35 33 28 98
leaf_count=89 21 48 22 36 130 51 25 20 22 34 114 26 21 26 42 35 21 21 25 41 26 1890 62 22 24 33 35 33 28 98
internal_value=0 0.00250722 0.00288786 0.00347127 0.00172971 0.00128866 0.00430222 0.00470354 0.00445099 0.00428637 0.00471474 0.00530869 0.00221966 0.00174498 0.00250782 0.00396774 0.000511332 0.00167203 -0.00122972 0.00448525 0.00452539 0.00449393 0.00455949 0.0053876 0.00576006 0.00484663 0.00698128 0.0057686 0.00314834 0.00446077
internal_weight=0 718 603 401 202 181 241 216 2403 196 174 140 160 139 113 71 115 69 46 2381 2340 2314 2225 237 215 123 92 57 61 1988
internal_count=3121 718 603 401 202 181 241 216 2403 196 174 140 160 139 113 71 115 69 46 2381 2340 2314 2225 237 215 123 92 57 61 1988
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 3 4 47 47 14 15 49 4 3 13 1 0 16 49 1 3 1 3 16 3
split_gain=23.1967 2.8882 2.4672 1.61719 1.23475 1.07604 0.771263 0.75133 0.672688 0.797655 0.562278 0.517015 0.388997 0.388324 0.387159 0.313129 0.277716 0.237708 0.424617 0.237004 0.205124 0.202512 0.285594 0.196757 0.186236 0.185154 0.183523 0.145836 0.134394 0.140445
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.11171999999999999 0.053925000000000008 0.077555000000000013 0.091680000000000011 0.076175000000000007 0.13592500000000005 -0.012034999999999999 -0.046564999999999988 0.092670000000000016 -1.0000000180025095e-35 0.12000500000000001 -0.11173999999999999 -0.43320999999999993 -0.085174999999999987 0.12958500000000003 0.12745000000000004 0.16175000000000003 -0.10115999999999999 -0.066924999999999985 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 8 14 -6 20 24 -1 15 17 23 21 28 -2 -12 -19 -11 -3 22 -4 -9 -10 -21 -7 -13 -8 -30
right_child=1 5 6 -5 7 26 11 13 9 19 12 27 -14 -15 -16 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00046938966628203385 0.0004926908791165653 0.00033463225114080153 0.00082759620929632528 0.00032855794983696358 0.00082416144468370274 0.00013231958728917713 0.00082441221381907622 0.0006023037500408183 0.00074819455491030281 0.00025676654499357513 0.00084185656701656021 0.00049905474535098262 0.00097409249192067224 0.00067304851113807391 0.0010175512441436348 0.00055548447896452513 0.00074762623036202464 0.00074485982813890658 0.00044284890457297178 0.00032730608615562823 0.00012295130829521043 0.00083984332816393456 0.00053835867023239829 0.00039487547919522093 0.00048676180014131112 0.00053882810201490259 -7.1246342526541813e-05 0.00068035079770802727 0.00085282219966471774 0.00075222865246756519
leaf_weight=26 20 24 35 74 28 90 298 21 22 94 58 20 32 31 46 22 92 96 22 41 66 1166 21 108 20 26 21 116 64 321
leaf_count=26 20 24 35 74 28 90 298 21 22 94 58 20 32 31 46 22 92 96 22 41 66 1166 21 108 20 26 21 116 64 321
internal_value=0 0.000351302 0.000783037 0.000553488 0.00064618 0.000258216 0.000810422 0.000527851 0.0003205 0.000383057 0.000741248 0.00076438 0.00077523 0.000475996 0.000840959 0.000785733 0.000702102 0.000739073 0.000688553 0.00032028 0.0001794 0.000834312 0.000719132 0.000428643 0.000623703 0.000409389 9.38071e-05 0.00065369 0.000793149 0.000768951
internal_weight=0 590 2531 186 422 404 2109 188 293 203 234 841 208 160 1268 705 112 176 118 161 90 1222 56 129 42 67 111 136 683 385
internal_count=3121 590 2531 186 422 404 2109 188 293 203 234 841 208 160 1268 705 112 176 118 161 90 1222 56 129 42 67 111 136 683 385
is_linear=0
shrinkage=0.00196078


Tree=7055
num_leaves=31
num_cat=0
split_feature=1 1 12 4 0 4 49 0 16 16 14 123 2 130 13 160 16 47 475 39 2 12 133 43 4 3 3 16 1453 13
split_gain=0.237709 0.0593262 0.0479269 0.0299527 0.0292426 0.0289313 0.0250319 0.0296249 0.0469527 0.0285371 0.0245885 0.0243754 0.0219248 0.0217162 0.0245973 0.0622859 0.0324079 0.0244153 0.0214077 0.0203989 0.0194322 0.0289503 0.0346055 0.0219392 0.0325073 0.0325551 0.0246515 0.0218588 0.0339426 0.0567984
threshold=0.10337500000000001 0.13707500000000003 1.0000000180025095e-35 0.40124500000000002 -0.11991499999999998 0.49041500000000005 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.061854999999999993 0.062655000000000016 1.0000000180025095e-35 0.14122000000000004 -0.076894999999999977 -0.0044799999999999987 -1.0000000180025095e-35 -0.0048099999999999992 0.09585500000000001 -0.05047999999999999 -0.0091949999999999983 0.12844500000000003 0.11734000000000001 -0.15387499999999996 -0.52440999999999993 -0.50052499999999989 0.090900000000000009 -0.22605499999999998 0.0057500000000000008 -0.044999999999999991 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 10 -4 -6 -3 8 -8 -9 11 12 19 -2 18 -16 17 -17 -15 -1 21 23 -23 -21 -25 26 -26 -28 -29 -30
right_child=1 6 4 -5 5 -7 7 9 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 20 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=0.0078954997565597301 -0.00072435697498307995 -0.0016622005481152767 0.0009238929371349514 0.00096820779005859299 0.0050938226670073621 0.0014490435295738281 0.00077849518471022902 -0.0019390239022161243 0.0058635719417361549 0.0026995143093656573 0.0063058370899597418 0.0028856999208764587 0.0023823876978872807 -0.0012119440295334375 0.0073372994018648056 0.0046493500649376074 -0.00079723989497870208 0.00056121373283011579 0.0021768232487199592 0.0014146521198563277 0.0077895865880418568 0.0049931229469144627 -0.00068213532318953769 0.0066345813868824268 0.0017912127310410143 0.0025256380452302056 0.0049334532263872336 0.00093489161299658012 0.0081426710848297394 0.0038415015021804723
leaf_weight=20 22 31 24 22 169 25 46 36 30 21 89 79 41 21 33 48 25 21 166 20 20 21 22 87 28 69 1568 32 35 250
leaf_count=20 22 31 24 22 169 25 46 36 30 21 89 79 41 21 33 48 25 21 166 20 20 21 22 87 28 69 1568 32 35 250
internal_value=0 0.00256748 0.00306205 0.00464111 0.00421677 0.00462413 0.000896797 0.00149325 0.00278576 -0.000230089 0.00467505 0.00461172 0.00467334 0.00231286 0.00252566 0.00359964 0.00228748 0.00340513 0.00179627 0.00471658 0.00468704 0.00465793 0.0020895 0.0047108 0.00474266 0.00465962 0.00473659 0.00478034 0.00402298 0.00436972
internal_weight=0 718 554 2403 218 194 164 133 76 57 2381 2292 2213 336 314 127 94 69 187 2172 2152 2132 43 2089 2069 1982 1913 1885 317 285
internal_count=3121 718 554 2403 218 194 164 133 76 57 2381 2292 2213 336 314 127 94 69 187 2172 2152 2132 43 2089 2069 1982 1913 1885 317 285
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 1 2 2 2 4 0 1 4 150 15 132 12 0 4 15 3 47 160 16 4 1 3
split_gain=11.8356 1.92858 1.28947 1.05322 0.764105 0.606725 0.401143 0.357856 0.335692 0.31494 0.313639 0.231752 0.275153 0.213264 0.364642 0.26534 0.185391 0.158389 0.15746 0.144491 0.120344 0.116387 0.105757 0.107548 0.100459 0.100188 0.0983896 0.0918005 0.0905255 0.0788485
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.14753000000000002 0.40945500000000007 -0.10474999999999998 0.085345000000000018 0.0082450000000000006 1.0000000180025095e-35 -0.098289999999999975 0.08764000000000001 0.087830000000000005 -0.15202999999999997 -0.52556499999999995 -0.41942499999999994 0.31534000000000006 0.090100000000000013 0.085130000000000011 -0.12029499999999999 -0.036839999999999991 0.089770000000000016 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 24 7 -4 13 -5 -6 16 12 29 14 20 19 -7 -16 22 21 -1 -15 -13 -24 -3 -19 -22 -2 -23 -8
right_child=1 2 6 8 9 10 11 -9 -10 -11 -12 18 -14 15 17 -17 -18 25 -20 -21 26 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080871222523268933 0.00070875915709663843 0.00032704012626921423 0.00045801394395698789 0.00061266872271328236 0.00061150126734064037 0.00062612636622849465 0.00027152205183475958 0.00080844829842303988 0.00037091312292620356 0.00036190965804264375 0.00043055843278604603 0.0001875560651100594 0.00018988013974052657 0.00084976285111670402 0.00063141018032708909 0.0005811147424219106 0.00045787130117101206 0.00033380440851331502 0.00027219499300480112 0.00066828386515025351 0.00069392834744794901 0.00070588614919975408 0.00010958824823484061 -7.907356736428486e-05 0.00044579415025152998 0.00051888844787515538 0.00052919467071107791 0.00056123012080301637 0.00058808512760952767 0.00042713218056970875
leaf_weight=23 50 190 26 34 77 373 21 79 63 26 39 23 105 21 22 98 27 22 21 823 46 709 26 21 32 23 20 24 26 31
leaf_count=23 50 190 26 34 77 373 21 79 63 26 39 23 105 21 22 98 27 22 21 823 46 709 26 21 32 23 20 24 26 31
internal_value=0 0.000362278 0.000325385 0.00065588 0.000408918 0.000664141 0.000226305 0.000679235 0.000455652 0.000548498 0.000598404 0.000202013 0.000247646 0.000673666 0.000604321 0.000680117 0.000614769 0.000495062 0.000123282 0.000686261 0.000686573 0.000705831 7.86077e-05 2.52925e-05 0.000344158 0.000428403 0.000644009 0.000660912 0.000701719 0.00036429
internal_weight=0 673 599 2448 325 2351 274 1912 97 103 439 248 157 1833 156 1677 400 67 91 1579 89 756 70 47 222 45 66 74 735 52
internal_count=3121 673 599 2448 325 2351 274 1912 97 103 439 248 157 1833 156 1677 400 67 91 1579 89 756 70 47 222 45 66 74 735 52
is_linear=0
shrinkage=0.00196078


Tree=7057
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 14 47 2 1 2 2 4 1 1429 52 1 15 131 2 1 0 49 52 3 16 12 131 52
split_gain=9.74158 1.62646 1.05186 0.781396 0.60222 0.56999 0.391615 0.311888 0.2936 0.264003 0.257089 0.23876 0.227558 0.147798 0.132718 0.173052 0.10526 0.0963226 0.104945 0.0937899 0.105027 0.0898839 0.129423 0.0876793 0.0768403 0.0759464 0.0750614 0.0732379 0.0731458 0.0725872
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.092235000000000025 0.09253500000000002 0.10672500000000001 0.14285500000000004 0.40945500000000007 0.080270000000000022 0.084690000000000015 -0.56176499999999996 0.089770000000000016 -0.0040799999999999994 0.082750000000000004 0.31358000000000003 1.0000000180025095e-35 -0.038659999999999993 -0.054319999999999993 0.26746000000000009 -0.017889999999999996 0.15273500000000004 0.098810000000000023 0.09031500000000002 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 5 4 6 29 7 9 12 14 -5 27 13 -4 24 -16 -11 21 -19 20 -14 22 -18 -12 -1 -15 -24 -7 -2 -3
right_child=1 2 8 10 -6 11 -8 -9 -10 16 23 -13 19 25 15 -17 17 18 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065929240048627936 0.00066613326927992547 0.00030353677807002738 0.00035254459178272243 0.00058035090685990714 0.00040777658753011841 0.00063155154756225178 0.00036935197079882904 0.00074946780990805726 0.00039376306777428113 0.0006974336831861535 0.00043604716888794357 0.00036408559948790305 0.00014532038712321266 0.00029304801998888231 0.00062441919821632321 0.00044670163217181612 0.00060080109695003717 0.00041743430568307055 0.00059373726772067332 0.0002540083665072041 -1.9098995618668258e-05 0.0007145310566437984 0.00040200922272953332 0.00028686831321786432 0.00057257567792917089 0.00017664894787411373 0.00056178665875849143 0.0005105978774179341 0.00053526813687841885 0.00037308457105109474
leaf_weight=940 52 112 43 34 48 38 22 84 37 37 33 30 59 32 496 22 523 25 27 20 20 24 20 28 41 66 26 39 24 119
leaf_count=940 52 112 43 34 48 38 22 84 37 37 33 30 59 32 496 22 523 25 27 20 20 24 20 28 41 66 26 39 24 119
internal_value=0 0.000354198 0.000320756 0.000618043 0.000625135 0.000394166 0.000629697 0.000632226 0.000231181 0.00062771 0.000443724 0.000512475 0.000206116 0.000256708 0.000642261 0.000616871 0.000595728 0.000589893 0.000508976 0.000134062 0.000103695 0.000596989 0.000592031 0.000367572 0.000655668 0.000214657 0.000492318 0.000570289 0.000624807 0.000339364
internal_weight=0 691 615 2430 2335 338 2287 2265 277 2181 95 107 240 141 1499 518 682 645 52 99 79 593 569 61 981 98 46 77 76 231
internal_count=3121 691 615 2430 2335 338 2287 2265 277 2181 95 107 240 141 1499 518 682 645 52 99 79 593 569 61 981 98 46 77 76 231
is_linear=0
shrinkage=0.00196078


Tree=7058
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 1 2 2 1 4 50 49 2 1 0 12 1 15 2 52 47 1 1 4 39 49
split_gain=32.7717 5.21509 3.00284 2.87325 2.1554 1.57686 1.37766 1.22826 0.983215 0.70601 0.663092 0.661004 0.388791 0.364711 0.360518 0.338946 0.324681 0.280649 0.275594 0.187778 0.182767 0.207267 0.171081 0.166265 0.16224 0.158409 0.142241 0.141538 0.137538 0.124322
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 0.089885000000000007 0.087135000000000004 -0.15289999999999995 0.041865000000000006 -0.017229999999999999 0.10497000000000002 0.12040000000000002 -0.23001499999999997 0.082480000000000012 0.15964000000000003 -0.089964999999999976 0.087675000000000017 -0.56176499999999996 0.090280000000000013 0.13288500000000003 0.11910500000000002 0.0067750000000000006 0.089790000000000023 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 10 6 8 15 11 -5 17 12 -1 -12 20 -6 -15 -3 -13 -14 21 -4 -10 -20 -2 -18 -9 -21 -25 -11
right_child=1 2 14 9 7 -7 -8 26 22 29 13 18 19 16 -16 -17 25 -19 23 27 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00089145952764471995 0.00090059394929923263 0.00027000165883297496 7.58420796962181e-05 0.00072136245793614627 0.00048526893991604795 0.0004862677362242263 0.00037801554654816203 0.00040805522121148174 0.0011307772865482406 0.00045925965137982356 0.00057519159699771913 0.00060095106016951267 0.00070862883721586444 0.00050878098402537552 0.00019997414493677662 0.00077235008334266208 0.00029144398040722221 5.3594951539565168e-05 0.00092187129723999759 0.00084647693213511625 -0.00019427335363039687 -0.00013999691019523017 0.00095203749313741836 0.00080392452636128292 0.00071252377312114063 0.00011468182484753788 0.00018978039277534858 0.00070115242059491255 0.0006531702774558581 0.00028503181129767031
leaf_weight=934 45 36 50 34 21 48 24 24 50 31 20 26 52 25 30 64 171 64 45 323 24 26 35 762 29 22 22 28 24 32
leaf_count=934 45 36 50 34 21 48 24 24 50 31 20 26 52 25 30 64 171 64 45 323 24 26 35 762 29 22 22 28 24 32
internal_value=0 0.000335812 0.000275145 0.000824367 0.000348237 0.000838012 0.000845343 0.000561752 0.000850264 0.000493654 0.000265483 0.000842248 0.000869496 0.000321778 1.14527e-05 0.000701424 0.00029853 0.000131501 0.000799738 0.000818593 -4.51038e-05 2.00243e-06 0.00105718 0.000805958 0.000826891 0.000271295 0.000303663 0.000834884 0.000799321 0.000370763
internal_weight=0 673 599 2448 469 2351 2303 131 2279 97 338 2194 1337 238 130 85 218 100 857 403 100 76 85 831 74 193 46 351 786 63
internal_count=3121 673 599 2448 469 2351 2303 131 2279 97 338 2194 1337 238 130 85 218 100 857 403 100 76 85 831 74 193 46 351 786 63
is_linear=0
shrinkage=0.00196078


Tree=7059
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 0 1 1 4 2 2 150 49 15 159 12 4 0 16 160 1 4 47 160 4 47 12
split_gain=13.8444 2.30756 1.10016 1.05291 0.657068 0.639925 0.523667 0.350863 0.34872 0.420514 0.331399 0.309574 0.265922 0.257136 0.223415 0.21418 0.180753 0.176271 0.159652 0.154115 0.13919 0.152301 0.132515 0.128756 0.128613 0.128118 0.124469 0.123477 0.154476 0.154744
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.13082500000000002 -0.10607499999999999 0.085345000000000018 0.09253500000000002 0.0082450000000000006 0.14838000000000004 0.14285500000000004 1.0000000180025095e-35 -0.054984999999999992 -0.097454999999999986 0.082585000000000006 0.087765000000000024 0.40945500000000007 -0.15202999999999997 -0.12029499999999999 -0.077459999999999987 0.076935000000000017 -0.52556499999999995 0.10350500000000001 0.085755000000000012 0.27287000000000006 0.078345000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 17 6 8 12 9 20 -4 18 19 14 23 -2 -11 27 24 -6 -1 -22 -21 -7 -10 -17 -18 28 29 -3
right_child=1 4 10 -5 7 13 -8 -9 11 16 -12 -13 -14 -15 -16 25 26 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086281378860668758 0.00048778987944583454 0.00036117836329512069 0.00066797507490700639 0.00038500602137954795 0.00036047166030780942 0.000665636381933382 0.00089685880692551344 0.00043789660257041041 0.00092064829266705762 0.00066453478533157054 0.00042777027171876175 0.00063820516860581722 0.00014023564161856056 0.00050556172507680672 0.00050011816797757719 0.00075148609116616771 0.00033351807946375772 0.00029962788786742954 0.00072990329506237846 0.00034309617979457906 0.00075127457231144055 0.00054338301221529641 0.00019154924827465358 0.00075399188513733861 0.00076500810854629247 0.00062313663219314781 0.0005496541220767825 0.00036423484327575338 0.00064589083486912304 0.0005567446084959166
leaf_weight=23 23 35 34 84 57 292 79 37 21 22 63 104 80 39 27 67 20 38 830 31 42 20 78 81 730 54 21 41 20 28
leaf_count=23 23 35 34 84 57 292 79 37 21 22 63 104 80 39 27 67 20 38 830 31 42 20 78 81 730 54 21 41 20 28
internal_value=0 0.000399065 0.000716607 0.000559468 0.000316881 0.00072505 0.000740551 0.000259875 0.000733814 0.000642559 0.000511966 0.000741829 0.0002331 0.000657538 0.000672356 0.000661237 0.000521157 0.000416465 0.000748646 0.000277854 0.00073254 0.000684213 0.00023465 0.000684824 0.00076936 0.000694206 0.000444222 0.00045227 0.000495758 0.000448097
internal_weight=0 673 2448 228 445 2351 1912 283 1833 148 97 1685 246 439 400 144 63 162 1581 166 85 62 109 373 751 121 41 124 83 63
internal_count=3121 673 2448 228 445 2351 1912 283 1833 148 97 1685 246 439 400 144 63 162 1581 166 85 62 109 373 751 121 41 124 83 63
is_linear=0
shrinkage=0.00196078


Tree=7060
num_leaves=31
num_cat=0
split_feature=1 52 3 4 52 2 1 12 3 51 16 52 159 2 0 11 52 3 41 43 131 0 16 4 1375 11 43 4 13 50
split_gain=0.46093 0.11078 0.0639954 0.0430219 0.0421578 0.0395413 0.0384212 0.0696239 0.0604468 0.0355583 0.033625 0.0333463 0.0700963 0.0321451 0.050291 0.0315223 0.0301863 0.0292032 0.034553 0.0345902 0.027652 0.0268344 0.0366779 0.040732 0.03538 0.0293239 0.0260995 0.0257464 0.0386864 0.0256959
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.19022000000000003 0.090175000000000019 0.08864000000000001 0.089410000000000003 -0.017889999999999996 -0.41904999999999998 -0.16075999999999999 0.4002400000000001 -0.46267499999999995 -0.13033999999999998 0.024095000000000002 0.078065000000000009 0.048770000000000008 0.076840000000000006 0.082735000000000017 -0.24021999999999996 0.09031500000000002 0.062580000000000011 0.023255000000000001 -0.46376499999999993 0.083830000000000002 1.0000000180025095e-35 0.0041500000000000009 0.0067750000000000006 -0.0072999999999999992 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 9 10 21 8 -8 -3 -1 15 -13 14 -11 27 -4 18 19 -15 -2 24 -23 -24 25 -7 -21 29 -29 -12
right_child=1 2 16 -5 -6 6 7 -9 -10 13 11 12 -14 17 -16 -17 -18 -19 -20 26 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0091343916136644443 0.007839374789215911 0.0071460848918095945 -0.00047963371540865173 0.0019363942280919714 0.0058957343541424642 0.0060519156898544103 -0.0020159980573225766 0.008542202426386732 0.0042176740318453608 0.0086009736716126401 0.0068667953513253683 0.0077201073146142968 0.0012503434082164486 0.0057438736712356331 0.0019000282910253321 0.0096423697774298493 0.0031608550713452346 0.0039692962324625117 0.0053874938620318627 0.0017788125877703813 0.003925942865200341 0.0007481391918623732 0.0082401251008767367 0.0024140341476249026 0.0099906484698876752 0.0097595012492754252 -0.001576464162924542 0.0021995080499759606 0.0076124209728415902 0.0051199321357819003
leaf_weight=55 65 21 69 22 62 703 20 28 70 24 1128 33 34 20 21 36 34 120 29 214 25 21 28 21 25 22 26 31 23 91
leaf_count=55 65 21 69 22 62 703 20 28 70 24 1128 33 34 20 21 36 34 120 29 214 25 21 28 21 25 22 26 31 23 91
internal_value=0 0.00346728 0.00300533 0.00633815 0.00344327 0.00637903 0.00587441 0.00418728 0.00283241 0.00312316 0.0067098 0.00661289 0.00443694 0.00293708 0.00547387 0.00672426 0.000722081 0.00265797 0.00211347 0.00174829 0.00675231 0.0061172 0.0042447 0.00574323 0.00629196 0.00616442 0.00141532 0.00664174 0.00450501 0.00673639
internal_weight=0 730 640 2391 537 2369 938 118 90 475 1431 1376 67 454 45 1309 103 409 289 260 90 820 70 49 750 725 240 1273 54 1219
internal_count=3121 730 640 2391 537 2369 938 118 90 475 1431 1376 67 454 45 1309 103 409 289 260 90 820 70 49 750 725 240 1273 54 1219
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 4 42 16 13 2 42 13 14 52 41 483 43 0 4 150 0 4 133 1455 16 403 4 15 48 52
split_gain=0.373765 0.0836255 0.0441132 0.0468141 0.0380704 0.037492 0.0367871 0.032937 0.0506255 0.0325771 0.0303677 0.027914 0.0241758 0.0248151 0.0308623 0.0238612 0.0236368 0.023206 0.0632255 0.0501364 0.0380635 0.0294647 0.0295555 0.0309291 0.0265397 0.0242274 0.0242845 0.0296408 0.0231262 0.0327453
threshold=0.10337500000000001 -0.049509999999999992 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.41257000000000005 -0.0060199999999999993 0.062650000000000025 -0.47860499999999995 0.13404500000000005 0.11159000000000001 -0.085384999999999975 0.062655000000000016 -0.088204999999999992 0.079395000000000007 0.086010000000000017 -0.080324999999999994 -0.10474999999999998 0.0033150000000000007 0.090480000000000019 -0.15599999999999997 0.022185000000000003 0.11524500000000001 0.068185000000000009 -0.16075999999999999 -0.0076149999999999994 0.24564500000000003 -0.091184999999999988 0.093265000000000015 0.13140000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 10 6 -2 -1 8 -4 12 15 -10 17 -14 -15 -3 -8 18 20 25 -6 28 23 24 -23 -20 27 -27 -19 -30
right_child=1 2 7 -5 9 -7 16 -9 11 -11 -12 -13 13 14 -16 -17 -18 21 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0061135258243526693 0.0052445273463699021 0.002408307697701925 0.0027122054222183164 0.0074822935112752028 0.0042698832578025757 0.0025267478012381984 0.0036830465370763302 0.0035296132516426347 -0.0056097736090305259 0.0032284575386200935 -0.0011792814647335382 -0.00050159081330765853 0.005114817182565558 0.010537161852366158 0.0056880217267289051 0.0049383850703232507 -0.00053849661988871432 0.0060940076643611523 0.0039674289273203944 0.0023314413536960881 -0.00058921286420497514 0.0077804949786514054 0.0014298748057335617 0.0083504643104970449 0.003772566958183521 0.0072345604490790822 0.0054688392323441809 0.012012782404199243 0.0054990842211376529 0.0015388399474501897
leaf_weight=39 192 280 26 20 38 69 36 24 20 49 21 23 29 35 21 43 21 1669 22 30 28 20 25 25 95 37 32 20 106 26
leaf_count=39 192 280 26 20 38 69 36 24 20 49 21 23 29 35 21 43 21 1669 22 30 28 20 25 25 95 37 32 20 106 26
internal_value=0 0.00309798 0.00228239 0.002779 0.00569818 0.00452603 0.00374697 0.000338667 -0.000771228 0.00577938 0.00250556 -0.00287749 0.00583473 0.00748916 0.00871873 0.00274513 0.00212774 0.00577002 0.00476291 0.00595861 0.00220845 0.00587605 0.00459704 0.00516261 0.0044696 0.00693893 0.00767345 0.00891113 0.00599323 0.00471904
internal_weight=0 718 457 364 2403 261 96 93 69 2307 344 43 2258 85 56 323 57 2173 207 141 66 1966 165 140 115 111 89 57 1801 132
internal_count=3121 718 457 364 2403 261 96 93 69 2307 344 43 2258 85 56 323 57 2173 207 141 66 1966 165 140 115 111 89 57 1801 132
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=31
num_cat=0
split_feature=1 12 44 10 4 43 13 0 15 34 2 10 1 12 4 4 15 4 16 13 1447 159 3 484 159 156 12 4 12 402
split_gain=0.30576 0.0713244 0.0473492 0.0458374 0.0441632 0.0419087 0.0462062 0.0406971 0.0412358 0.0398738 0.0454313 0.0480694 0.0359416 0.0345413 0.0320741 0.0313995 0.0299203 0.0486894 0.0276221 0.0252541 0.0436802 0.124052 0.0364447 0.0498796 0.0350667 0.0408046 0.0683916 0.038355 0.0335485 0.0419384
threshold=0.11690500000000002 0.078300000000000008 0.081805000000000017 -1.0000000180025095e-35 -0.17966999999999997 -0.40263499999999991 0.05868000000000001 0.0059850000000000016 -0.090644999999999989 -0.028109999999999996 0.116525 0.094860000000000014 0.084525000000000003 -1.0000000180025095e-35 0.053180000000000012 -0.059649999999999988 -0.41942499999999994 0.51388000000000011 0.023255000000000001 -0.085384999999999975 -0.085024999999999989 -0.085489999999999997 -0.086274999999999977 0.088375000000000009 0.087410000000000015 0.086945000000000008 0.083985000000000018 -0.082349999999999993 0.084405000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 13 -6 12 8 -2 -5 11 -11 -7 -1 19 -12 17 -17 -18 22 21 -21 23 -3 25 26 -24 -28 -29 -30
right_child=3 14 -4 9 5 6 -8 -9 -10 10 15 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.0019774436159059406 0.0030575616902206097 0.0065944166768494312 0.0080427016855941884 -0.0017892432783264669 0.0074754195470038967 0.0052172769238695328 -0.0010774355717003345 -0.0039303572892787908 -0.002414648166103732 0.0058206683420576159 0.0051247930970790695 0.00083093129438706326 0.0028598034450279478 0.0066418359274299388 0.0042029941327658615 0.0056443655514158315 0.0012606787648218782 0.00029265194436233931 -0.0026343871271237735 0.0079618714233947695 0.0052575388728998808 -0.0026044429466128352 0.0014330252526781044 0.012074337098747494 0.0016282574019648812 0.010129632218740881 0.0020043214005206456 0.010287870877073148 0.0085589478659790531 0.0053181970072846921
leaf_weight=20 40 98 27 20 23 82 25 21 21 75 26 26 306 77 270 34 67 34 25 20 1383 25 37 20 22 20 22 20 51 184
leaf_count=20 40 98 27 20 23 82 25 21 21 75 26 26 306 77 270 34 67 34 25 20 1383 25 37 20 22 20 22 20 51 184
internal_value=0 0.00496348 0.00395721 0.00196693 0.00375025 0.00332091 0.00308954 -0.000133447 0.00117369 0.00252794 0.00282879 0.00453618 0.00335803 0.00568011 0.00522293 0.00190166 0.0013779 0.00296851 0.000202237 0.00536771 0.00515777 0.0020917 0.00600017 0.00752322 0.00549535 0.00575006 0.00547111 0.00601049 0.00635613 0.00602151
internal_weight=0 2732 560 389 533 436 413 82 61 307 287 101 388 97 2172 186 160 68 92 1902 1428 45 474 118 356 334 314 277 255 235
internal_count=3121 2732 560 389 533 436 413 82 61 307 287 101 388 97 2172 186 160 68 92 1902 1428 45 474 118 356 334 314 277 255 235
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 4 2 2 4 1 52 457 43 0 11 4 4 4 13 52 12 47 475 11 49
split_gain=12.7209 2.00573 1.33719 1.03643 0.693097 0.621745 0.570087 0.376956 0.332946 0.332731 0.313073 0.256817 0.256667 0.194486 0.15954 0.144958 0.131765 0.160454 0.112843 0.110424 0.0993297 0.0969602 0.0936675 0.0915653 0.0871672 0.0824838 0.0781126 0.0773854 0.0876555 0.0751475
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.089885000000000007 0.14838000000000004 0.27834500000000006 0.085345000000000018 -0.56176499999999996 0.083570000000000019 -0.016814999999999997 -0.12333499999999999 1.0000000180025095e-35 -0.036839999999999991 0.038415000000000012 0.0067750000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.086915000000000006 0.090100000000000013 -0.082904999999999993 0.081790000000000015 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 26 6 7 11 12 -5 -6 14 13 -4 -1 -13 21 -18 -16 -9 -2 27 -20 -15 25 -23 -3 -17 -29 -11
right_child=1 2 8 9 10 -7 -8 19 -10 29 -12 15 -14 23 18 16 17 -19 22 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00072576674930151881 0.00073230661101201004 0.00034865640621018184 0.00037674323118072216 0.00064006873557930595 0.00063093817347618984 0.00046969743763565334 0.00039454914486413101 0.00071696919096432923 0.00042106372872507145 0.00046818521978883782 0.00039734112203815113 0.00077520160958138428 0.00012635698515476605 0.00018880835723750493 0.00055763466431121508 0.00075536812686063113 0.00066966107662986304 0.00043260142429758742 0.00069786817603224329 0.00087207387207575092 0.00057884682018577666 0.00048060576194057281 0.00060037533995233657 0.00031934153248360496 0.00067748713489270242 0.00061890071409309967 0.0004533728623452286 0.00067818641731527348 0.00054579146060289112 0.00033272823225250284
leaf_weight=881 50 190 41 34 71 48 24 25 34 31 32 45 84 88 27 48 23 21 387 60 24 20 42 27 86 97 32 497 20 32
leaf_count=881 50 190 41 34 71 48 24 25 34 31 32 45 84 88 27 48 23 21 387 60 24 20 42 27 86 97 32 497 20 32
internal_value=0 0.000377988 0.000340364 0.000682372 0.000425428 0.000690567 0.000695171 0.000698336 0.000239467 0.000483746 0.000558364 0.000693373 0.000213741 0.000260794 0.000710357 0.000666876 0.000660872 0.000556519 0.000680585 0.000826455 0.000682536 0.000666851 0.000688323 0.000219455 0.000630095 0.000595261 0.000363751 0.000680057 0.000673065 0.000399382
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 103 2194 240 156 1337 857 812 44 456 85 74 768 429 115 203 117 222 565 517 63
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 103 2194 240 156 1337 857 812 44 456 85 74 768 429 115 203 117 222 565 517 63
is_linear=0
shrinkage=0.00196078


Tree=7064
num_leaves=31
num_cat=0
split_feature=1 52 2 0 96 52 132 2 48 15 11 124 2 2 3 12 14 2 3 4 49 43 1212 1212 2 12 2 4 0 42
split_gain=0.301347 0.0756765 0.0507641 0.0340036 0.0310266 0.032201 0.0292543 0.0340188 0.0274478 0.0350837 0.03905 0.0342276 0.0275656 0.034325 0.0348392 0.0307075 0.0267636 0.0307135 0.0243212 0.0283079 0.0526324 0.0282379 0.0429822 0.0639745 0.0363529 0.0459066 0.0559046 0.0361463 0.0494382 0.0412573
threshold=0.10293500000000001 -0.42635499999999998 0.14753000000000002 0.22582000000000002 0.086715000000000014 0.12492500000000002 0.08764000000000001 0.31358000000000003 0.14093000000000003 -0.24436499999999997 0.084110000000000004 -0.081324999999999981 -1.0000000180025095e-35 0.10276500000000001 -0.022174999999999997 0.096475000000000019 0.062655000000000016 -0.090999999999999984 0.090900000000000009 -0.031404999999999995 0.005085000000000001 0.0016850000000000001 -0.014129999999999998 -0.42670499999999995 0.089525000000000007 0.092550000000000007 0.091545000000000015 -0.080584999999999976 -0.082484999999999989 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 5 8 7 -4 9 11 12 -3 -11 15 -15 -14 17 -1 21 -20 -21 22 23 -19 27 26 -26 -23 29 -29
right_child=1 2 6 -5 -6 -7 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 19 20 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0017026629390714404 0.0055878181936515666 -0.0020280096875715326 0.00079193969204131842 0.0011447193899324962 -0.0001523099170299247 0.0048590306662505559 0.0033255432753191727 -0.0037851785288446332 -0.00091159324278123678 0.00083642972167581326 0.0076952107960269571 0.002277139649133618 0.0077528153313323857 -0.00062991200081160062 0.0035163706311059544 0.0035484108265097201 0.0068876612675114642 0.0033751843572263755 0.0051894841803886904 -0.00024201781488955023 0.0060905089186105345 0.0038384419107714142 0.0052837568376347729 0.008673846254092751 -0.0029487673472613097 0.0045928799101225114 0.0033068895284086466 0.011247579709937176 0.0045309976362502844 0.0060030704736709593
leaf_weight=26 88 22 62 21 32 83 28 22 20 41 21 115 32 25 107 38 89 31 66 35 21 78 1585 86 20 159 50 30 58 30
leaf_count=26 88 22 62 21 32 83 28 22 20 41 21 115 32 25 107 38 89 31 66 35 21 78 1585 86 20 159 50 30 58 30
internal_value=0 0.0028362 0.00246253 0.00515092 0.00286712 0.00305883 0.000526264 -0.000406829 0.00270392 0.00288424 0.00355806 0.0015858 0.00320052 0.00368036 0.00273109 0.00547042 0.0051865 0.00511995 0.00515946 0.00378636 0.00213268 0.00523822 0.00542029 0.00726993 0.00450907 0.00365344 0.00151956 0.00550875 0.00661286 0.00862533
internal_weight=0 736 648 2385 536 504 112 84 421 401 264 137 243 202 132 70 2364 2275 2249 122 56 2127 1702 117 425 229 70 196 118 60
internal_count=3121 736 648 2385 536 504 112 84 421 401 264 137 243 202 132 70 2364 2275 2249 122 56 2127 1702 117 425 229 70 196 118 60
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 49 14 4 52 1 1 2 40 159 1 1 0 2 0 1 47 4 42 42
split_gain=9.68314 1.58192 0.837587 0.69085 0.656382 0.486716 0.335012 0.32088 0.297266 0.275538 0.260544 0.150446 0.146252 0.13835 0.127911 0.123966 0.114077 0.105929 0.0977919 0.0943642 0.156038 0.111075 0.134838 0.0961223 0.095834 0.0906041 0.0890446 0.0800031 0.0798713 0.0908995
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 0.10613000000000002 0.089885000000000007 0.09253500000000002 -0.054984999999999992 0.062655000000000016 -0.15464999999999998 -0.56176499999999996 0.13075500000000004 0.13534000000000004 0.31358000000000003 -0.077474999999999988 0.082585000000000006 0.086920000000000011 0.085110000000000005 -0.070154999999999981 0.097845000000000015 -0.14001499999999997 0.090540000000000023 0.10350500000000001 0.061775000000000004 0.075730000000000006 -0.079539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 7 18 9 27 12 -4 -2 25 -10 -11 -5 -15 -6 -3 20 24 22 -21 -22 -16 -1 -13 -8 29 -26
right_child=1 4 10 15 17 -7 8 -9 13 14 -12 26 -14 16 19 -17 -18 -19 -20 21 23 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00064155305630413659 0.00041176367161515487 0.00028029142664380227 0.00056439133837922213 0.00038011217832910175 0.00017431910465852361 0.00041926488846394361 0.00056064485042702915 0.00038310871891172708 0.00046797783351412004 0.00069802700521953568 0.000350187348135412 0.00062569644104007937 0.00073371946554161782 0.00031856599191512603 0.00072228114686760246 0.00021376296225592822 0.00017082467901489466 3.0028347748405448e-05 0.00015576872833016493 0.00065127986967421095 0.00039246150759943561 0.00076744243655663352 0.00049152253554104553 0.00054744971087476344 0.00060087624878728371 0.00059954825006458719 0.0005206751673006891 0.00041260602513063405 0.00060354914930750721 0.00052686055492780172
leaf_weight=1092 24 48 34 61 71 48 25 22 21 43 61 73 59 159 20 24 23 27 49 82 25 21 27 40 111 241 54 32 354 150
leaf_count=1092 24 48 34 61 71 48 25 22 21 43 61 73 59 159 20 24 23 27 49 82 25 21 27 40 111 241 54 32 354 150
internal_value=0 0.000344275 0.000607327 0.000474541 0.000276708 0.00061467 0.000315727 0.000618771 0.000352415 0.00062106 0.00042685 0.000554137 0.000638187 0.000317283 0.000593752 0.000333143 0.000299895 0.000134566 0.000217388 0.00058835 0.00057934 0.000636864 0.000611707 0.000487839 0.000588706 0.000633959 0.000581042 0.000477535 0.000584362 0.000558338
internal_weight=0 691 2430 236 455 2335 357 2287 260 2265 95 151 1392 203 873 85 182 98 97 830 700 130 109 65 635 1333 127 57 615 261
internal_count=3121 691 2430 236 455 2335 357 2287 260 2265 95 151 1392 203 873 85 182 98 97 830 700 130 109 65 635 1333 127 57 615 261
is_linear=0
shrinkage=0.00196078


Tree=7066
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 47 123 2 14 4 43 2 0 47 1 4 2 150 160 52 2 3 160 4 42 13 0 0 4
split_gain=16.9977 2.9171 1.66343 1.24759 1.13139 0.709956 0.497013 0.455416 0.462047 0.445007 0.425935 0.397238 0.350303 0.281503 0.331669 0.300841 0.265039 0.22168 0.174052 0.170584 0.152875 0.15186 0.15 0.137529 0.125985 0.113741 0.234557 0.10395 0.0987955 0.0968384
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.099515000000000006 0.088105000000000003 -1.0000000180025095e-35 0.13082500000000002 1.0000000180025095e-35 0.14285500000000004 0.062655000000000016 0.40473500000000007 -1.0000000180025095e-35 0.14838000000000004 -0.11173999999999999 0.078875000000000015 0.085605000000000014 0.40945500000000007 0.092120000000000021 1.0000000180025095e-35 0.08443500000000001 -0.024714999999999997 0.11682500000000001 -0.13927999999999999 -0.013084999999999998 0.0082450000000000006 0.084050000000000014 -0.043669999999999994 -0.030209999999999997 -0.14051499999999997 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 11 12 8 18 13 29 -1 16 14 15 28 -4 24 22 -17 -3 23 -5 -22 25 -15 -27 -24 -7 -6
right_child=1 2 6 7 10 9 -8 -9 -10 -11 -12 -13 -14 17 -16 19 -18 -19 -20 -21 21 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0004781891801179684 0.00081499047784982452 0.00036907416427495822 0.00044444477901345601 0.00085173106179189798 0.00085503268678881422 0.00085529494759945717 0.00050668570972588179 0.00050286405029344888 0.00052536677938121363 0.00097556039204005319 0.00048154161593351631 0.00076992517726215219 0.00016045447398845827 0.00086503963960656721 0.00094254600767995796 0.00043953890638316379 0.00026605115193137271 0.0007821490747287953 0.00058679900168642112 0.00067331958440394182 0.00065380122833341389 0.00038966572895115115 0.00075405560778042289 0.00046939690737358102 0.00075065670769755577 0.00083526549255423922 0.00063800220834273915 0.00063469574222980909 0.00069642492198671393 0.000701775612371878
leaf_weight=34 76 108 45 57 23 34 37 37 39 78 33 38 84 616 25 20 111 291 24 30 23 52 295 48 56 674 24 31 27 51
leaf_count=34 76 108 45 57 23 34 37 37 39 78 33 38 84 616 25 20 111 291 24 30 23 52 295 48 56 674 24 31 27 51
internal_value=0 0.000452583 0.000407798 0.000801104 0.000500113 0.000823233 0.000295152 0.000711903 0.000729245 0.00083057 0.000666796 0.000632161 0.000262541 0.000824277 0.000738511 0.000692557 0.000317511 0.000831299 0.000748781 0.000579807 0.000422905 0.000470172 0.000758931 0.000529134 0.000841739 0.000845621 0.000828483 0.000742705 0.000784975 0.00074941
internal_weight=0 691 615 2430 338 1947 277 483 446 1875 107 72 240 1797 136 111 156 1661 407 50 231 123 383 71 1370 1314 698 326 61 74
internal_count=3121 691 615 2430 338 1947 277 483 446 1875 107 72 240 1797 136 111 156 1661 407 50 231 123 383 71 1370 1314 698 326 61 74
is_linear=0
shrinkage=0.00196078


Tree=7067
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 9 0 2 0 43 11 12 3 151 4 14 16 3 16 12 0 133 49 50 50 1429 475 16 16 52
split_gain=0.36102 0.0870856 0.0591404 0.0369202 0.0343153 0.0728225 0.0443722 0.0336899 0.0397671 0.0384119 0.0375764 0.0329441 0.0309185 0.0297785 0.0294672 0.031856 0.0403861 0.0402454 0.05164 0.0286722 0.0362057 0.0309018 0.0284354 0.0273508 0.0306984 0.0301378 0.0363642 0.026762 0.026276 0.038764
threshold=0.10293500000000001 -0.42635499999999998 0.31299000000000005 0.40124500000000002 0.10276500000000001 -1.0000000180025095e-35 -0.07384499999999998 0.10045500000000002 -0.026509999999999995 -0.071629999999999985 1.0000000180025095e-35 0.09320500000000001 -0.0069549999999999994 1.0000000180025095e-35 -0.15764999999999998 -0.47013499999999991 -0.008904999999999998 0.088060000000000013 -0.51370499999999997 0.095780000000000018 -0.050064999999999991 0.11667000000000001 0.082865000000000008 0.10917 0.10583000000000002 0.083810000000000009 -0.082549999999999998 0.15273500000000004 0.037555000000000005 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 -7 10 12 -10 13 28 19 23 -6 -16 17 -17 -19 -9 21 -21 -14 24 -1 26 -25 -11 29 -12
right_child=1 2 -4 -5 14 6 -8 8 9 27 11 -13 22 -15 15 16 -18 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059802968040731531 0.0061353196495970638 0.0013488486566795752 0.00072601491635989246 0.0016394764735278757 0.0060704119461165232 0.0073838527709807443 0.0039684024843154473 0.0070559798243024956 -9.5866096240502824e-05 0.0014838677301304416 0.010635400031294142 0.0045137183801473484 0.00042098573493686594 0.0039788298336199922 0.0060225334874953011 0.0017045698867710038 -6.5133793764865741e-05 0.002376204316112164 0.0080959412476254832 0.0053133064078392019 0.0087363907419469051 0.0021264884768553627 0.005505315408068286 0.0091276244811160732 0.0092096091123918689 0.0010315253003500401 0.0045134978148982756 0.0059830965342907577 0.011267763876821846 0.0049068681179994245
leaf_weight=1569 88 65 115 22 22 63 96 113 27 20 21 23 22 83 21 130 71 38 27 118 23 41 22 20 30 20 117 39 28 27
leaf_count=1569 88 65 115 22 22 63 96 113 27 20 21 23 22 83 21 130 71 38 27 118 23 41 22 20 30 20 117 39 28 27
internal_value=0 0.00318356 0.00278271 0.00571711 0.00322646 0.00416886 0.00532169 0.00575508 0.00494877 0.00302825 0.0059319 0.00782971 0.00543598 0.00582973 0.00254329 0.00227292 0.0019769 0.00272041 0.0047521 0.00580481 0.00502798 0.00449155 0.00296315 0.00591722 0.00604088 0.00465772 0.00518709 0.00445793 0.00883324 0.0074131
internal_weight=0 736 648 2385 533 224 159 2363 425 86 1938 99 339 1839 309 287 266 195 65 295 182 159 44 1756 1599 157 137 59 76 48
internal_count=3121 736 648 2385 533 224 159 2363 425 86 1938 99 339 1839 309 287 266 195 65 295 182 159 44 1756 1599 157 137 59 76 48
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 2 1 2 2 11 11 49 1 52 2 3 51 1 4 47 1 43 49 11 159 12 51
split_gain=30.2064 4.78388 3.10232 2.65472 1.95837 1.60865 1.13962 1.02158 0.987242 0.672634 0.561469 0.523207 0.516362 0.36165 0.356527 0.346637 0.327652 0.427612 0.298074 0.265445 0.258322 0.229838 0.216491 0.324325 0.209279 0.207564 0.198881 0.175718 0.170607 0.154463
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.31358000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.054984999999999992 0.087135000000000004 0.12603000000000003 0.10045500000000002 -0.11171999999999999 0.10532000000000001 0.12040000000000002 -0.0073899999999999999 0.088915000000000008 0.079415000000000013 -0.016814999999999997 -0.053364999999999996 0.082485000000000017 0.0089800000000000019 0.085355000000000014 -0.086719999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 8 14 12 -5 19 20 15 18 -6 -1 17 -13 24 -4 -3 27 23 -23 -10 -11 -15 -20 -17 -19
right_child=1 2 10 9 7 -7 -8 -9 13 25 -12 16 -14 26 -16 28 -18 29 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010549966150946925 0.00098519561191399898 0.00046951769953312286 0.00021436129481184715 0.00088539096229251 0.0006284229968692742 0.00061380776007927411 0.00057138565988085362 0.00050158553527925335 0.0009369003854545892 0.00064314387678550042 -2.617351008707517e-05 0.00073293461309522007 0.0012174496982084054 0.001229759833391975 0.0009257481448536537 0.00088443109642800586 0.00069863616348871214 0.00029139950833205968 0.00097150122813047246 0.0004593022276419954 0.00026370125401002702 0.000920114101823013 0.001092938037479625 0.00066177953491170036 0.00069209523524199894 0.0004128672969821751 0.0010182291236837963 0.0010923431464755177 0.0010021151552057877 0.00046942203089675444
leaf_weight=934 76 37 75 34 20 41 23 47 25 34 33 23 62 25 69 55 30 21 364 22 64 284 25 20 29 27 54 53 341 174
leaf_count=934 76 37 75 34 20 41 23 47 25 34 33 23 62 25 69 55 30 21 364 22 64 284 25 20 29 27 54 53 341 174
internal_value=0 0.000521095 0.000463743 0.000985701 0.000535843 0.000998773 0.00100565 0.000735438 0.00101005 0.000664396 0.000194754 0.000458064 0.00104254 0.000958605 0.000858934 0.00103438 0.000506514 0.000480075 0.000946107 0.000269915 0.000339099 0.00095629 0.000917542 0.000903118 0.000805431 0.000541218 0.00108517 0.00098686 0.00098577 0.00045025
internal_weight=0 691 615 2430 485 2335 2294 136 2271 95 130 349 1392 879 89 1330 248 218 800 97 101 746 329 304 54 61 79 417 396 195
internal_count=3121 691 615 2430 485 2335 2294 136 2271 95 130 349 1392 879 89 1330 248 218 800 97 101 746 329 304 54 61 79 417 396 195
is_linear=0
shrinkage=0.00196078


Tree=7069
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 2 4 2 1 4 12 0 15 3 1 47 12 2 12 4 0 10 2 15 3 1 16 3
split_gain=14.6267 2.3772 1.4993 1.14276 0.809679 0.774357 0.483904 0.406618 0.401662 0.4008 0.364233 0.362506 0.354713 0.347387 0.284129 0.241424 0.228387 0.308536 0.226619 0.173338 0.170301 0.116714 0.110642 0.104471 0.137952 0.102071 0.101515 0.0962075 0.0946544 0.114747
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.17025000000000004 0.40945500000000007 0.11474000000000002 0.09253500000000002 0.018150000000000003 0.089410000000000003 -0.11173999999999999 -0.097454999999999986 0.30112000000000005 0.083345000000000016 0.084210000000000021 0.13597000000000004 0.094835000000000017 0.088245000000000004 -0.020529999999999996 -0.11991499999999998 -1.0000000180025095e-35 0.092235000000000025 -0.059484999999999989 0.12745000000000004 0.088770000000000016 -0.0013749999999999997 -0.16186999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 11 8 15 -6 19 13 -7 14 -1 26 22 -18 -14 -5 27 -16 -13 -3 -25 -21 -4 -15 -22 -30
right_child=1 2 7 10 9 12 -8 -9 -10 -11 -12 16 18 20 21 -17 17 -19 -20 25 28 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0008218796840751022 0.00074280594521467186 0.00030010488315344131 0.00039258463534451454 0.00079623465639313846 0.0006751236981309823 0.00037192440717298466 0.0009025665174959165 0.00011099295926698975 0.00023247027306392621 0.00039355756832935694 0.00045751111847677767 0.00081362804572436803 0.00069052630289345566 0.00079302118625644222 0.00067445941836365348 0.00022560382239460787 0.00040426796022193884 0.00068548227422962009 0.00049330483214194028 0.0006773134199656286 0.00076069089460041454 0.000489557253181183 0.0006920950156271312 0.00055872380547557503 0.00039324846690873695 0.00048578334351380664 0.00054702303398954468 0.00071810698116397031 0.00082792797792116202 0.00070068074590759857
leaf_weight=22 74 38 36 24 77 20 85 54 132 26 66 36 112 779 21 22 24 40 28 23 641 35 144 22 162 20 30 72 31 225
leaf_count=22 74 38 36 24 77 20 85 54 132 26 66 36 112 779 21 22 24 40 28 23 641 35 144 22 162 20 30 72 31 225
internal_value=0 0.000411253 0.000370294 0.000737643 0.000460367 0.000747797 0.000757569 0.000263455 0.000300878 0.000604049 0.000560897 0.000751615 0.000616187 0.0007611 0.000633071 0.000403489 0.000680631 0.000580027 0.000651082 0.000662739 0.000766813 0.000558896 0.000716402 0.000393703 0.000413034 0.00058823 0.000462784 0.000786683 0.000747962 0.00071609
internal_weight=0 673 599 2448 325 2315 2155 274 220 103 133 2070 160 1826 78 88 244 64 140 67 1748 56 180 222 184 43 66 851 897 256
internal_count=3121 673 599 2448 325 2315 2155 274 220 103 133 2070 160 1826 78 88 244 64 140 67 1748 56 180 222 184 43 66 851 897 256
is_linear=0
shrinkage=0.00196078


Tree=7070
num_leaves=31
num_cat=0
split_feature=1 52 2 124 2 42 3 15 14 13 16 14 2 39 132 2 42 14 11 4 48 1212 2 52 3 4 4 1209 131 43
split_gain=0.464446 0.109246 0.069498 0.0451752 0.0408763 0.0403538 0.0380524 0.0383232 0.0500396 0.0420871 0.0393561 0.0531977 0.0368717 0.0329111 0.0286624 0.0345838 0.0280243 0.0264245 0.0282269 0.0251968 0.0628369 0.0345249 0.0476131 0.0595263 0.0325769 0.0370259 0.0273655 0.0284608 0.0474387 0.0270452
threshold=0.10312500000000001 -0.42635499999999998 0.14753000000000002 -0.076779999999999987 0.13404500000000005 -0.0060199999999999993 0.30112000000000005 -0.40580499999999992 -0.47071999999999997 -0.019614999999999997 -0.42170999999999997 -0.41076499999999994 0.11411 0.089535000000000017 0.08764000000000001 0.31358000000000003 0.088575000000000015 0.062655000000000016 0.08776500000000001 -0.082249999999999976 0.092475000000000016 0.089995000000000019 0.084055000000000005 0.085310000000000011 0.090900000000000009 0.0033150000000000007 -0.52556499999999995 0.083050000000000013 0.094300000000000009 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 17 -1 7 8 -3 12 13 -12 16 -10 15 -4 -9 18 19 20 21 26 -23 -24 -21 -26 -5 29 -29 -28
right_child=1 2 14 4 -6 -7 -8 9 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 24 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0067509236596285912 0.0069703842244309595 0.0065777631683482073 0.0011770680666931214 0.010822980254198667 0.0037119470580661558 0.0025128760397047649 0.001576065312006644 0.010532836704736665 0.0058747382587171163 0.0037671750384627432 0.0027487353783928687 -0.0029529949083613853 0.00333306584056587 0.0010848684052829273 0.0036628053867648956 -0.003437901942313395 0.0062276536370282649 0.0083610424173050837 0.0031531929678749295 0.0064875092639543599 0.0019534999822181736 0.0083645223249350833 -0.0003917423584921794 0.0071461964864283807 0.0010630182005115785 0.0062589808847405949 0.0081529289135105106 0.013546753521077336 0.0070126280076801776 0.0064583346980507488
leaf_weight=39 85 27 62 27 49 53 77 21 32 199 36 30 31 26 28 22 54 85 24 1540 22 31 22 20 24 32 178 20 25 200
leaf_count=39 85 27 62 27 49 53 77 21 32 199 36 30 31 26 28 22 54 85 24 1540 22 31 22 20 24 32 178 20 25 200
internal_value=0 0.00360052 0.00315643 0.00648232 0.00656927 0.00430944 0.00363226 0.00397947 0.00267657 0.00462451 0.00182712 0.00015704 0.00623404 0.00372756 0.00089199 -3.16146e-05 0.0074331 0.0066315 0.00656359 0.00660182 0.00718888 0.00740911 0.00539186 0.00319775 0.00640136 0.00403214 0.00773635 0.00753934 0.00991668 0.00725632
internal_weight=0 730 645 2391 2299 92 533 456 151 305 124 66 106 58 112 84 75 2250 2165 2141 545 523 73 42 1596 56 450 423 45 378
internal_count=3121 730 645 2391 2299 92 533 456 151 305 124 66 106 58 112 84 75 2250 2165 2141 545 523 73 42 1596 56 450 423 45 378
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=31
num_cat=0
split_feature=1 1 4 159 4 2 3 16 43 3 16 16 484 42 42 158 52 3 1 160 40 16 0 1213 1212 1456 475 3 159 475
split_gain=0.376303 0.0854272 0.0635489 0.0452919 0.0389392 0.0375053 0.0317124 0.0498551 0.0389267 0.0454726 0.0482696 0.0347115 0.0363242 0.0266796 0.0608249 0.041356 0.0385695 0.0733579 0.0404438 0.0396799 0.0342673 0.0259795 0.0296766 0.0233633 0.0285257 0.0245853 0.0343634 0.0394995 0.0356294 0.0271884
threshold=0.10337500000000001 0.13707500000000003 -0.015039999999999998 0.082585000000000006 0.40124500000000002 0.092235000000000025 -0.0080949999999999998 -0.020119999999999996 -0.04890499999999999 0.13524500000000003 -0.53943499999999989 -0.5315899999999999 -0.077774999999999983 0.075730000000000006 0.086375000000000021 0.07968500000000002 -0.51296999999999993 -0.11171999999999999 0.089770000000000016 0.050340000000000003 -0.070304999999999992 0.057265000000000003 -0.069444999999999993 0.39818500000000007 0.11387000000000001 0.056265000000000009 -0.088274999999999978 -0.080934999999999993 0.11389500000000001 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 23 11 8 -8 10 -10 -4 -13 15 -15 16 -7 -18 -19 -20 -16 22 -14 24 25 26 27 -1 29 -28
right_child=1 -3 6 -5 -6 13 7 -9 9 -11 -12 12 21 14 20 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-6.3810730352997779e-08 0.0062136430061346965 0.001213852257578543 0.0076161820431361387 0.0017297767581314677 0.0016398691625164994 0.0066928131505846981 0.00037552424544672964 -0.0011856704219503121 0.0029280561516061426 0.0018706666678190232 0.0090260453004803922 0.0073213198899545464 0.003767456065730325 0.0098787829572600985 0.0015892357920252141 0.0073503951660691298 -0.00062923337682150313 0.0049724555339951499 -0.0016328339185565711 0.0045215394798354038 0.0057572271941372984 0.0054207752418837379 0.00076311369395566989 0.0090093435752870779 0.0034921046800729704 0.0073629618144558989 0.0090810453708400022 0.0062848022044636317 0.0029690060555003584 0.0061294106190083525
leaf_weight=20 136 164 23 27 22 59 41 36 25 50 27 22 70 35 21 53 32 224 20 22 325 35 62 28 41 154 32 20 35 1260
leaf_count=20 136 164 23 27 22 59 41 36 25 50 27 22 70 35 21 53 32 224 20 22 325 35 62 28 41 154 32 20 35 1260
internal_value=0 0.00321864 0.00381212 0.00547092 0.00582766 0.00586635 0.0031206 0.0021405 0.00297786 0.0040239 0.00609432 0.00394813 0.00350175 0.00530365 0.00590612 0.0047438 0.00435683 0.00389433 0.00443852 0.00159089 0.00550426 0.00299858 0.00235633 0.00614629 0.00609496 0.00616513 0.00603018 0.00314237 0.00611723 0.00620252
internal_weight=0 718 554 163 2403 2381 391 179 143 102 52 212 189 791 381 410 357 298 266 42 346 167 132 1590 1562 1521 1367 40 1327 1292
internal_count=3121 718 554 163 2403 2381 391 179 143 102 52 212 189 791 381 410 357 298 266 42 346 167 132 1590 1562 1521 1367 40 1327 1292
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=31
num_cat=0
split_feature=1 4 457 2 3 124 376 2 3 401 160 14 52 41 402 43 133 43 16 4 45 0 1 3 52 0 42 42 0 159
split_gain=0.304806 0.0727214 0.0546266 0.0437226 0.0401943 0.0349522 0.0338489 0.0312251 0.0296714 0.0351489 0.0385666 0.0217338 0.0228752 0.0248849 0.0215927 0.053964 0.0382455 0.0442917 0.0536702 0.0319712 0.0242784 0.0305952 0.0784045 0.0684395 0.0362692 0.0254911 0.0284271 0.0321707 0.0275493 0.0308089
threshold=0.10337500000000001 0.27287000000000006 0.079590000000000008 0.25063000000000007 -0.07793499999999999 -0.076779999999999987 0.084985000000000019 0.13404500000000005 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 0.062655000000000016 -0.088204999999999992 0.079395000000000007 0.08865000000000002 -0.51144999999999985 0.11269500000000002 -0.025214999999999998 -0.076669999999999988 -0.52556499999999995 0.081955000000000014 -0.10474999999999998 0.083345000000000016 -0.074084999999999998 0.11808500000000001 -0.079119999999999982 0.091465000000000005 0.090545000000000014 -0.087974999999999984 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 -2 6 -1 11 -3 10 -10 14 -13 -14 15 -7 17 18 -16 -17 21 22 24 -24 -21 26 27 -23 -28 -30
right_child=1 3 -4 -5 -6 7 -8 -9 9 -11 -12 12 13 -15 16 19 -18 -19 -20 20 -22 25 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.0023514529608341089 0.0057750389713124095 0.0039492017238525979 0.00069915787503123286 -0.0023386018864888078 0.0034899182324814718 0.00068012070662986778 0.0068191162225874988 0.002825267097855709 0.005801174193671297 -0.0024493308458477261 0.0014565735393878272 0.0046658877090647302 0.0097589316777884974 0.0054046314741883969 0.0058057041195709079 0.0083524206786409413 0.0023415958002695569 0.0059010315317359263 0.012797994575584712 0.0071791380547130343 0.0084415868653551409 0.0056703252320579565 -0.003437274338211864 0.0033035973583149616 0.0027599125419958282 0.0047644054710101278 0.0063487992575392135 0.0091708568256796789 0.0065141214501290099 0.0021165160680979944
leaf_weight=74 114 67 50 24 237 26 22 49 23 20 183 29 35 21 21 33 23 170 23 65 23 950 20 61 26 578 40 27 21 66
leaf_count=74 114 67 50 24 237 26 22 49 23 20 183 29 35 21 21 33 23 170 23 65 23 950 20 61 26 578 40 27 21 66
internal_value=0 0.00289678 0.00379158 0.00176487 0.00423209 0.00524489 0.00337529 0.00532269 0.00210099 0.00155307 0.00194165 0.00537689 0.00694554 0.00812607 0.00531553 0.00520523 0.00621648 0.00663294 0.00946077 0.00526683 0.00521258 0.00517253 0.00390218 0.00163918 0.0059165 0.00530243 0.00558411 0.00576706 0.00417668 0.00317801
internal_weight=0 718 401 317 351 2403 96 2307 293 226 206 2258 85 56 2173 1936 237 214 44 1910 1877 1854 172 81 91 1682 1104 977 127 87
internal_count=3121 718 401 317 351 2403 96 2307 293 226 206 2258 85 56 2173 1936 237 214 44 1910 1877 1854 172 81 91 1682 1104 977 127 87
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 2 1 14 0 1 1 1447 47 2 13 4 2 150 40 15 13 50 52 159 1 2 0
split_gain=12.871 2.00502 1.26763 1.03768 0.736805 0.512458 0.452151 0.438152 0.405572 0.355115 0.341112 0.200801 0.17642 0.170767 0.14239 0.120538 0.109407 0.160651 0.103702 0.0996352 0.0974137 0.09499 0.124295 0.0917956 0.089827 0.0796154 0.094955 0.115286 0.10682 0.101236
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.36766000000000004 0.089885000000000007 0.40473500000000007 0.14285500000000004 0.09253500000000002 0.062655000000000016 -0.22491999999999998 0.091195000000000012 0.15471500000000002 -0.082869999999999985 0.10350500000000001 0.10855000000000002 -0.0044799999999999987 0.04735000000000001 -0.0091949999999999983 1.0000000180025095e-35 -0.0061149999999999998 -0.033689999999999991 -1.0000000180025095e-35 0.086295000000000011 -0.56176499999999996 0.0089800000000000019 0.087325000000000014 0.10327000000000001 -0.094654999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 6 8 10 15 21 -5 12 20 -1 23 -13 -4 17 -2 25 -14 -8 -3 -23 -7 -10 -16 27 29 -29 -27
right_child=1 5 7 9 -6 13 11 -9 24 -11 -12 14 19 -15 18 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0007602258646492655 0.00039156416037262041 0.00037757767357078257 0.0007497790208682905 0.00068408939922969653 0.00048909925245466872 0.00022702884273368771 0.00066409642607265825 0.00044055719764026646 0.00015473262021216451 0.00043543823029459856 0.00090245989548403316 0.00082084976328427304 0.00057785327483575162 0.00010066524554951852 0.00080024658695586077 0.0006251861995479228 0.00038208894659664823 0.00056147126663549278 0.00066117180098195134 0.00071402236878278927 0.00047288792352187753 0.00061285313563186577 0.0004183174046637762 0.00035001389536203125 0.0003344080058912582 0.0008332775402353649 0.00076910349288055477 0.00049546345191843369 0.00069345869920789242 0.00069983375959310832
leaf_weight=1119 46 25 72 34 48 105 20 32 23 63 59 40 23 35 38 51 143 40 192 203 21 28 23 30 20 23 83 20 22 440
leaf_count=1119 46 25 72 34 48 105 20 32 23 63 59 40 23 35 38 51 143 40 192 203 21 28 23 30 20 23 83 20 22 440
internal_value=0 0.000415164 0.00050801 0.000721339 0.000729539 0.000291797 0.00073455 0.000644945 0.000390484 0.000522594 0.000756535 0.000700216 0.000750134 0.000222716 0.000706622 0.000698119 0.000415325 0.000470591 0.000701036 0.000700164 0.00056616 0.000476587 0.000525121 0.000254359 0.000238303 0.000713263 0.000707641 0.00069754 0.000599175 0.000706463
internal_weight=0 673 384 2448 2351 289 2303 155 119 97 1404 899 1345 170 858 123 229 86 818 226 41 76 51 135 43 626 588 505 42 463
internal_count=3121 673 384 2448 2351 289 2303 155 119 97 1404 899 1345 170 858 123 229 86 818 226 41 76 51 135 43 626 588 505 42 463
is_linear=0
shrinkage=0.00196078


Tree=7074
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 14 4 4 2 3 1 52 2 457 12 47 16 16 42 3 13 39 131 12 14 49
split_gain=18.5314 2.87381 1.7743 1.62925 1.06881 0.915322 0.760997 0.572769 0.54411 0.531547 0.486337 0.4863 0.447494 0.267167 0.215602 0.180418 0.169955 0.167551 0.206404 0.166576 0.161758 0.236236 0.162755 0.149462 0.128461 0.12519 0.123098 0.121716 0.114696 0.107924
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.09253500000000002 0.17025000000000004 0.062655000000000016 0.40945500000000007 0.40473500000000007 0.089885000000000007 0.30112000000000005 0.085345000000000018 -0.56176499999999996 0.086100000000000024 0.080930000000000016 0.086915000000000006 0.090100000000000013 0.013515000000000001 0.083160000000000026 0.086555000000000007 0.12745000000000004 -1.0000000180025095e-35 0.089790000000000023 0.091440000000000007 0.095780000000000018 0.096015000000000017 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 6 9 -5 10 12 13 -6 14 23 20 -14 -16 25 -19 -3 -1 -22 -23 -4 -12 27 -2 -17 -11 -9
right_child=1 2 8 7 11 -7 -8 29 -10 28 24 -13 15 -15 16 17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089534348162301311 0.00087842196821300727 0.00041952625187104272 0.00043734655317836203 0.0007886573799049016 0.00077369052528907033 0.00057487736252179135 0.00050112294775792976 0.00054782032236164689 0.00012758470178610856 0.0010494261783673732 0.00023665026941713536 0.00048255404473428485 0.00093208974482966408 0.00027302063506846972 0.0008429477773146865 0.00083628748050013828 0.00067342361861389441 0.00056385163068364288 0.0008267881637588542 0.00057244498474413852 0.00062514760117998724 0.0009281221392920966 0.00071624935549848218 0.00062474062727167713 0.00037791306961967489 0.00066214044527068087 0.00069834453948572567 0.0007852126304580757 0.00088941764323880856 0.00038499552265383889
leaf_weight=794 54 190 36 34 71 48 24 34 54 61 99 32 45 22 432 444 24 24 22 32 21 46 20 30 33 21 20 301 24 29
leaf_count=794 54 190 36 34 71 48 24 34 54 61 99 32 45 22 432 444 24 24 22 32 21 46 20 30 33 21 20 301 24 29
internal_value=0 0.000465209 0.000420174 0.000832591 0.00051816 0.000842866 0.000848452 0.000583558 0.00030395 0.000852109 0.000347239 0.00068324 0.000846215 0.000460149 0.000868635 0.000811239 0.000834025 0.000804541 0.000689604 0.000441569 0.000886549 0.000806284 0.000863918 0.000522526 0.000271966 0.000811443 0.000829752 0.000815652 0.00100425 0.000472869
internal_weight=0 673 599 2448 325 2351 2303 97 274 2279 220 103 2194 88 1337 857 456 812 46 222 881 87 66 66 132 766 74 745 85 63
internal_count=3121 673 599 2448 325 2351 2303 97 274 2279 220 103 2194 88 1337 857 456 812 46 222 881 87 66 66 132 766 74 745 85 63
is_linear=0
shrinkage=0.00196078


Tree=7075
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 4 1 2 47 0 1 11 12 15 130 13 160 2 1 3 3 16 0 12 12 4 3 16
split_gain=25.2274 4.33639 2.69875 1.93906 1.89579 1.24163 0.828442 0.80061 0.571452 0.452062 0.450153 0.44515 0.504859 0.330157 0.285909 0.276637 0.233919 0.372147 0.370411 0.229602 0.213343 0.208662 0.208013 0.177266 0.162744 0.219377 0.140795 0.136341 0.160833 0.136176
threshold=0.104035 -0.40967499999999996 0.13559000000000002 0.056590000000000008 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.13082500000000002 -0.10096999999999999 0.085345000000000018 0.081790000000000015 0.09141500000000001 -0.095869999999999983 -0.076894999999999977 -0.0034749999999999994 -1.0000000180025095e-35 0.094835000000000017 0.15799000000000005 -0.10831999999999999 0.11924500000000002 -0.066924999999999985 -0.14723999999999998 0.084290000000000018 0.096475000000000019 -0.52556499999999995 -0.14847999999999997 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 11 26 19 13 20 12 24 21 27 -14 -3 -18 -19 -5 -4 -7 -23 -16 -1 -26 -6 -13 -29 -20
right_child=1 2 10 8 7 9 -8 -9 -10 -11 -12 14 15 -15 23 -17 17 18 29 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011091132777377188 0.00098440540364344662 0.00029859517233323972 0.00028786419126883707 0.0010153124656747368 0.00099202560977487632 0.00074613759910975932 0.0012004316699690649 0.00054502453362824876 0.00060259426907435353 0.00068559725794617172 0.00054879832959695723 0.0011813847866712832 0.00091034806483979961 0.0010734415479050703 0.00099794046579885489 0.00065605687044783894 0.00044655181761411465 0.00077803814041069131 0.0005683524778350165 0.00077591714327343781 0.00011435950347104995 0.00091597872755630407 0.00070962068131741351 0.00092141374606601934 0.00076028615984992647 0.0010000919201369805 0.00082420865692118823 0.00084379686006143988 0.0010212275669118915 0.00038299332135448267
leaf_weight=29 76 23 123 24 29 36 78 40 64 39 22 20 29 41 258 38 172 30 64 43 35 308 20 212 20 55 57 20 1096 20
leaf_count=29 76 23 123 24 29 36 78 40 64 39 22 20 29 41 258 38 172 30 64 43 35 308 20 212 20 55 57 20 1096 20
internal_value=0 0.000542544 0.00048794 0.000967135 0.000571494 0.000980357 0.00100265 0.000774203 0.000735099 0.000887217 0.000286019 0.000993969 0.000898862 0.000906632 0.0010041 0.000766123 0.000488836 0.000504135 0.000591014 0.000861671 0.00024943 0.000887843 0.000903396 0.000963422 0.000984376 0.000936144 0.000880798 0.00102092 0.00101805 0.000524219
internal_weight=0 691 615 2430 435 2299 1855 126 131 444 180 1777 171 405 1606 67 309 286 114 67 158 364 328 470 104 75 86 1136 1116 84
internal_count=3121 691 615 2430 435 2299 1855 126 131 444 180 1777 171 405 1606 67 309 286 114 67 158 364 328 470 104 75 86 1136 1116 84
is_linear=0
shrinkage=0.00196078


Tree=7076
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 1 14 4 2 4 49 1 1 12 47 0 47 12 50 4 475 1 0 2 3 157 43 3 4
split_gain=24.634 2.92406 2.90225 1.69758 1.57261 1.1784 0.708388 0.683309 0.588878 0.586745 0.572298 0.426254 0.387829 0.387412 0.337556 0.328057 0.400808 0.285743 0.260234 0.240808 0.240406 0.215202 0.199613 0.170231 0.164269 0.157765 0.156185 0.132401 0.129835 0.121895
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14753000000000002 0.09253500000000002 0.076175000000000007 0.36766000000000004 0.14960000000000004 0.40945500000000007 -0.012034999999999999 0.12000500000000001 0.089770000000000016 0.087005000000000013 0.090100000000000013 -0.062294999999999996 0.08265500000000002 0.090545000000000014 0.041865000000000006 -0.51843499999999987 -0.06562999999999998 0.104035 -0.14794999999999997 0.31358000000000003 0.084940000000000015 -0.069619999999999987 -0.0064299999999999991 0.090900000000000009 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 10 -4 13 9 21 15 -2 -12 18 17 23 -17 25 20 24 -1 -6 -23 -3 -7 -15 -20 -5 -22 -16
right_child=1 5 6 27 8 19 -8 -9 -10 -11 12 -13 -14 14 29 16 -18 -19 26 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010704466203848521 0.00044819762528527013 0.0004922583982710189 0.00072254663856427222 0.00022160375463707653 0.00084582896431451731 8.0272695944801699e-05 0.00038273204103783854 0.0010171485548259832 0.00045858207991566959 0.00044386744748805911 0.00038083909542603605 0.00076403561804859628 0.00015959387928635548 0.00042969815177368184 0.00081849176052382932 0.00065265661868188344 0.00031299901247994042 0.00082851076293784329 0.00064197067053828197 0.00024666460072153264 0.00085750276083011452 0.00073951240271364759 0.00054670480974749027 0.00029534206078577841 -0.00011644665693203778 0.00065771239426206144 0.00080849646380892748 0.00039150117026045427 0.00073934509031470643 0.00070475361633126827
leaf_weight=20 20 21 34 29 71 51 77 77 33 26 44 92 99 20 230 34 22 23 23 23 1062 335 22 86 24 28 370 45 37 43
leaf_count=20 20 21 34 29 71 51 77 77 33 26 44 92 99 20 230 34 22 23 23 23 1062 335 22 86 24 28 370 45 37 43
internal_value=0 0.000351935 0.000796845 0.000555373 0.000811065 0.000258273 0.000486819 0.000836154 0.000711482 0.000729865 0.000318202 0.000707636 0.000227669 0.000828645 0.000769253 0.000397627 0.00051922 0.000648812 0.000842157 7.11477e-05 0.000857402 0.000747238 0.000727631 0.000333989 1.73225e-05 0.000562706 0.000798751 0.00032492 0.000853525 0.000800577
internal_weight=0 590 2531 186 2420 404 111 1933 487 454 306 112 143 1856 344 163 56 71 1512 98 1119 428 357 107 75 48 393 74 1099 273
internal_count=3121 590 2531 186 2420 404 111 1933 487 454 306 112 143 1856 344 163 56 71 1512 98 1119 428 357 107 75 48 393 74 1099 273
is_linear=0
shrinkage=0.00196078


Tree=7077
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 0 1 150 12 2 4 3 0 4 150 1 15 43 151 1 11 4 12 49
split_gain=17.3067 2.78164 1.72795 1.66067 1.17379 0.875148 0.689064 0.552948 0.446113 0.409107 0.373662 0.352405 0.553047 0.286796 0.249738 0.209905 0.200977 0.239851 0.177309 0.176595 0.175188 0.146982 0.135192 0.134685 0.12702 0.123707 0.104107 0.100884 0.100359 0.0974037
threshold=0.10508500000000001 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.077845000000000011 0.13082500000000002 -0.10607499999999999 0.085345000000000018 1.0000000180025095e-35 0.088305000000000008 0.17025000000000004 -0.52556499999999995 -0.13927999999999999 -0.15202999999999997 -0.35136499999999998 0.089910000000000018 0.11669000000000002 -0.03241999999999999 -0.080324999999999994 -1.0000000180025095e-35 0.076935000000000017 0.075910000000000019 0.0082450000000000006 -0.040564999999999997 -0.012034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 29 11 13 -5 15 12 18 25 16 28 -13 -18 -1 -3 24 -21 -20 -11 -14 -7 -9 -16 -4 -6
right_child=1 2 10 9 6 8 -8 26 -10 23 -12 14 20 -15 27 -17 17 -19 22 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098367856286675731 0.00081564064917726367 0.00058449864821216344 0.00020284524375446467 0.00075208530226508448 0.00061369011507314791 0.00074987004248646999 0.00042045039490011391 0.0008881179176124872 0.00053485543623963685 0.00052641512138121315 0.0004826890687735614 0.0010460655395390273 0.00056214026211961815 0.00055940573075995896 0.00081508827686405029 9.4894458033520566e-05 0.00064982814372329582 0.00085729661196949397 0.00085991132590505803 0.00043413985770855208 0.00045787101803634883 0.00034512595762086043 0.00067436041880741739 0.00033547360760470232 0.00078312660403111395 0.00083647581248847834 0.0010411622829210438 0.0007334410082206821 0.00032828984417320579 0.00077045624664820293
leaf_weight=23 71 20 61 28 20 292 40 25 39 49 21 21 20 27 761 47 22 818 36 158 23 130 26 20 20 81 54 63 41 64
leaf_count=23 71 20 61 28 20 292 40 25 39 49 21 21 20 27 761 47 22 818 36 158 23 130 26 20 20 81 54 63 41 64
internal_value=0 0.000448576 0.000405285 0.000803611 0.000471184 0.000813985 0.000632266 0.000832112 0.000735034 0.000552188 0.000237823 0.000825189 0.000733454 0.000754551 0.000833247 0.000203312 0.0008566 0.000851863 0.000836645 0.000406333 0.000594228 0.00039396 0.0007821 0.00047107 0.000672633 0.000768677 0.000992731 0.000808846 0.000253269 0.000733131
internal_weight=0 673 602 2448 432 2351 124 1912 439 97 170 1833 148 400 1685 149 861 840 85 308 63 288 62 69 40 373 79 824 102 84
internal_count=3121 673 602 2448 432 2351 124 1912 439 97 170 1833 148 400 1685 149 861 840 85 308 63 288 62 69 40 373 79 824 102 84
is_linear=0
shrinkage=0.00196078


Tree=7078
num_leaves=31
num_cat=0
split_feature=1 52 2 123 52 2 15 157 3 1 151 14 124 44 4 3 0 48 16 13 1212 481 16 0 13 48 132 15 48 131
split_gain=0.677653 0.139817 0.0904602 0.0622359 0.0519487 0.0506322 0.0440802 0.0474261 0.0437665 0.0396667 0.0507969 0.0380854 0.0464575 0.0349085 0.0382149 0.0576918 0.0398622 0.0479018 0.035302 0.0550329 0.0520103 0.0805983 0.0687884 0.0312031 0.0309696 0.0298754 0.0297204 0.0394725 0.0714128 0.0286259
threshold=0.10337500000000001 -0.40967499999999996 0.14753000000000002 1.0000000180025095e-35 0.12492500000000002 0.13501500000000002 -0.24436499999999997 -0.071119999999999989 0.30112000000000005 0.10871500000000002 -0.065174999999999983 -0.46166999999999997 -0.076164999999999983 0.081805000000000017 -0.082249999999999976 0.092670000000000016 -0.086934999999999985 0.092475000000000016 -0.091354999999999978 -0.085744999999999988 0.087685000000000013 -0.082049999999999984 -0.079734999999999986 -0.062294999999999996 -0.082574999999999982 0.016865000000000002 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 6 13 11 -8 9 -9 -11 -3 -13 14 16 -16 24 18 -18 -20 21 -21 -22 -6 -1 -17 27 -4 -29 -2
right_child=1 2 26 -5 23 -7 7 8 -10 10 -12 12 -14 -15 15 25 17 -19 19 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012892245693188725 0.0091108913359635359 0.0051359321416715505 0.0035632927167730841 0.0052679022575278633 0.0079668948254226872 0.0047487020593204457 0.00037655256202687388 0.0036752564697320961 0.0019908866534502812 0.0041205416178168239 0.0079920075093197866 -0.0016320305816348521 0.0028975326285165335 0.01174684002250433 0.0078315778277863561 0.0012662276159971953 0.012583164721727373 0.0036979746242815797 0.0042929262563120574 0.014363747945538276 0.0086850401138265938 0.0086700619991785695 0.0025031493650749326 0.0037978354913110919 0.009310935076031859 0.0066666056878776072 0.004087597262488479 -0.0056144008317708296 0.0016172818542044198 0.0047998077259398999
leaf_weight=33 67 44 26 89 58 48 23 68 38 53 94 31 84 25 1587 20 20 22 32 27 45 314 30 26 90 21 28 22 36 20
leaf_count=33 67 44 26 89 58 48 23 68 38 53 94 31 84 25 1587 20 20 22 32 27 45 314 30 26 90 21 28 22 36 20
internal_value=0 0.0043617 0.00384355 0.00786286 0.00439976 0.00796267 0.00396012 0.00472416 0.0051194 0.00567235 0.00659617 0.00263384 0.00167652 0.00803075 0.00798929 0.0077359 0.00866226 0.00825823 0.0084726 0.0082891 0.0085965 0.00912088 0.00621228 0.00667647 0.0102718 0.00403227 0.0012661 0.000325606 -0.00112577 0.00811984
internal_weight=0 718 631 2403 519 2314 435 276 253 215 147 159 115 2266 2241 1628 613 490 468 448 416 341 75 84 123 41 112 84 58 87
internal_count=3121 718 631 2403 519 2314 435 276 253 215 147 159 115 2266 2241 1628 613 490 468 448 416 341 75 84 123 41 112 84 58 87
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 2 4 14 2 3 123 132 160 3 1 1 2 3 133 133 0 4 12 42 3 131 43 12
split_gain=0.549124 0.123163 0.0801745 0.0692223 0.0624651 0.0552006 0.0734652 0.0505533 0.0522827 0.0430534 0.0408447 0.031705 0.031502 0.0311636 0.0727369 0.0307111 0.0343206 0.0273616 0.0508593 0.0852111 0.0437147 0.0789817 0.0387337 0.0312157 0.0522336 0.0280785 0.0457818 0.0385745 0.0554991 0.0415893
threshold=0.10312500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.11362000000000001 -1.0000000180025095e-35 -0.14051499999999997 0.095545000000000005 0.27044500000000005 0.076975000000000002 0.25063000000000007 0.0022600000000000003 1.0000000180025095e-35 0.090050000000000005 -0.059339999999999997 -0.014944999999999998 0.11507500000000002 0.077565000000000009 0.086100000000000024 -0.073309999999999986 0.061605000000000007 0.093255000000000018 -0.22491999999999998 -0.080584999999999976 0.095935000000000006 0.088295000000000012 -0.082284999999999983 0.089325000000000015 1.0000000180025095e-35 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 15 11 8 9 17 -4 -7 13 -9 -15 16 -3 -1 20 -20 25 -22 -21 -23 -25 -19 -27 28 -28 -29
right_child=1 2 10 -5 -6 6 -8 12 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 22 21 23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.0075953398977242738 0.0074148317723948922 0.0070843775357518875 0.0019069792564550881 0.0094604165002238009 0.0025246793066373528 0.00098425445994507763 0.0075011363297346097 0.0067524456553498986 0.0023948031544153182 0.0098263870172110787 -0.0030993935745209458 0.0053697801217340926 0.0035889609160949481 -0.00058890190266538414 0.0066843048127090956 0.0014049309556741782 0.0016605724790133539 0.0083201496947788549 -0.0012733982410281898 0.0041820445136787994 6.0496354390951726e-06 0.0089162086803667457 0.0095990315211979173 0.0011164582998026164 0.0076713299859435327 0.002446072289477224 0.013548162877559661 0.0026813431091376027 0.006541356780620006 0.0076657867752649685
leaf_weight=1129 90 28 88 22 233 32 105 510 21 71 20 34 40 20 44 58 20 229 20 33 22 37 22 20 31 23 20 26 26 47
leaf_count=1129 90 28 88 22 233 32 105 510 21 71 20 34 40 20 44 58 20 229 20 33 22 37 22 20 31 23 20 26 26 47
internal_value=0 0.00395108 0.00346399 0.00396828 0.00373137 0.00474638 0.00585782 0.00708459 0.00735488 0.00741419 0.000979873 0.00324346 0.00630234 0.00649143 0.00441143 0.0029534 0.00482446 0.00731255 0.00673833 0.00431624 0.00711599 0.00536521 0.00634884 0.006705 0.00510079 0.00763509 0.00653032 0.00731971 0.00958779 0.00589051
internal_weight=0 730 640 532 510 277 171 2391 1777 1756 108 66 614 574 64 106 48 1685 556 75 481 110 55 88 51 371 142 119 46 73
internal_count=3121 730 640 532 510 277 171 2391 1777 1756 108 66 614 574 64 106 48 1685 556 75 481 110 55 88 51 371 142 119 46 73
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 2 12 9 2 0 16 150 3 3 39 12 159 2 11 15 157 2 14 43 43 131 1 40 2
split_gain=0.44479 0.0997617 0.0681946 0.0431329 0.0437582 0.038143 0.0405223 0.0368743 0.0348413 0.0565172 0.0366937 0.0296166 0.0359002 0.0305538 0.0779801 0.0379348 0.0396982 0.0338619 0.0305115 0.0295576 0.028649 0.0273966 0.0269898 0.0258128 0.0309376 0.0292146 0.0254078 0.0245671 0.0245623 0.0238218
threshold=0.10312500000000001 -0.40967499999999996 0.31534000000000006 0.40124500000000002 0.092235000000000025 -0.049894999999999995 0.14753000000000002 -0.42850999999999995 -1.0000000180025095e-35 0.10276500000000001 -0.07384499999999998 -0.45661999999999997 0.089910000000000018 -0.14186499999999996 -0.10831999999999999 -0.046074999999999991 0.090285000000000018 0.084250000000000005 0.10060500000000001 0.083010000000000014 -0.089964999999999976 -0.077664999999999998 -0.055814999999999997 -0.47013499999999991 0.0010100000000000003 -0.078139999999999973 0.09031500000000002 0.089770000000000016 -0.07632499999999999 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 5 4 -1 -3 8 -4 28 10 -10 -6 13 18 -15 -16 17 27 -13 -20 -8 -18 -12 -11 25 -25 -2 -17 -7 -23
right_child=1 2 7 -5 11 6 20 -9 9 23 22 12 -14 14 15 16 21 -19 19 -21 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0067196149174695609 0.0077153684453179052 0.007353927770629526 0.0031284208356269771 0.0019686982035636903 0.007868180900391054 0.0029368167294056289 0.0024767505476077974 -0.0010092389142040961 0.0077776654996201764 0.0066266457689926036 0.0026921127996915443 0.010379853849816654 0.0019752866355702281 -4.990934588325521e-05 0.0014805525436531752 0.0076115093857021011 0.0023808366795752332 0.010718127448732656 0.0032888081949204208 0.0086004977876489811 -0.0020293492646444411 0.0026302474546246232 0.0063052118815577181 0.0014476528393928536 -0.00087831312213893409 0.0039710023444198533 0.0039640968758612874 0.0047652800628186567 -0.0011878503401848402 0.0058196896109558192
leaf_weight=1584 65 25 35 22 64 42 43 56 52 20 44 27 26 24 20 89 28 24 20 22 21 25 39 65 20 156 25 46 22 370
leaf_count=1584 65 25 35 22 64 42 43 56 52 20 44 27 26 24 20 89 28 24 20 22 21 25 39 65 20 156 25 46 22 370
internal_value=0 0.00355597 0.00311759 0.00637613 0.00641706 0.00353785 0.00335579 0.000582169 0.0036838 0.00403367 0.00569478 0.00580655 0.00562355 0.00576003 0.0055399 0.00576275 0.00590991 0.007257 0.00775715 0.00607112 0.000998187 0.00540356 0.00438983 0.00317448 0.002888 0.00322884 0.00667335 0.00664168 0.00151896 0.00561783
internal_weight=0 730 640 2391 2369 549 524 91 460 396 135 785 721 695 626 602 582 159 69 42 64 423 83 261 241 221 90 135 64 395
internal_count=3121 730 640 2391 2369 549 524 91 460 396 135 785 721 695 626 602 582 159 69 42 64 423 83 261 241 221 90 135 64 395
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=31
num_cat=0
split_feature=1 1 4 40 12 48 45 124 48 3 1 1 16 12 14 0 1 0 16 4 49 13 13 1 4 43 16 12 157 403
split_gain=0.36035 0.0842701 0.0620552 0.0401712 0.0388239 0.0406965 0.0318345 0.0373264 0.0278358 0.0269115 0.0373072 0.0289479 0.0270492 0.0262416 0.0325005 0.0415441 0.0519088 0.051259 0.0584976 0.0444713 0.0394552 0.0269142 0.0430353 0.0607251 0.034562 0.0829175 0.0320323 0.0284653 0.0332737 0.0275925
threshold=0.10293500000000001 0.13707500000000003 -0.008819999999999998 0.051255000000000002 -0.010834999999999999 0.083685000000000009 0.081955000000000014 -0.076779999999999987 0.14093000000000003 -0.0080949999999999998 0.11669000000000002 0.10871500000000002 -0.5315899999999999 0.11734000000000001 0.062655000000000016 -0.10096999999999999 0.085605000000000014 -0.14723999999999998 -0.069144999999999984 0.0033150000000000007 -1.0000000180025095e-35 0.0061450000000000003 0.073000000000000023 0.077845000000000011 -0.42529999999999996 -0.10603999999999998 0.0057500000000000008 0.087075000000000014 -0.0048549999999999991 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 7 -1 9 12 11 -11 -4 14 15 16 17 -9 -19 -18 -21 26 23 -23 -24 -26 29 28 -28 -17
right_child=1 -3 8 -5 -6 -7 -8 13 -10 10 -12 -13 -14 -15 -16 21 19 18 -20 20 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0036198919621165263 -0.00015179051333689131 0.0012122002773294965 0.0072436110096295251 0.0014883829090236262 0.0060622889806259553 0.0051355443200304151 0.0092612020382568088 0.01020792190517698 -0.00062520627863705159 0.0011246618640143424 0.00069612020961358218 0.0050745719603516835 0.0035788862778443017 0.0040391402488785385 0.0078487308884188992 0.0046478173104271799 -0.0003004352339570794 0.0059407532998525048 -7.0144173223525284e-05 0.0017145130094950616 0.0077875684108585121 0.0046473881827356917 0.0090803544585322665 -0.001324542130654057 0.0066210518169100398 0.00019484351854771377 0.0080474466807738121 0.0046600922145384567 0.004700319719483593 0.0064742656289784751
leaf_weight=80 24 164 23 22 145 37 26 21 20 28 78 55 162 80 81 89 34 85 20 23 20 90 31 21 102 25 66 244 54 1171
leaf_count=80 24 164 23 22 145 37 26 21 20 28 78 55 162 80 81 89 34 85 20 23 20 90 31 21 102 25 66 244 54 1171
internal_value=0 0.00321056 0.00378352 0.00574176 0.00517186 0.00305528 0.00578136 0.00574264 0.0030021 0.00321177 0.00226639 0.00374207 0.0040345 0.00581789 0.00588325 0.00580729 0.00444777 0.00569784 0.00479582 0.00240221 0.00453919 0.00595309 0.00502661 0.00351756 0.00608677 0.00535605 0.00610655 0.00528025 0.00654124 0.00634525
internal_weight=0 736 572 2385 206 61 2363 2337 366 346 161 83 185 2257 2177 2096 203 126 105 77 43 1893 269 111 158 127 1624 364 120 1260
internal_count=3121 736 572 2385 206 61 2363 2337 366 346 161 83 185 2257 2177 2096 203 126 105 77 43 1893 269 111 158 127 1624 364 120 1260
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=31
num_cat=0
split_feature=1 3 4 12 40 47 133 47 14 16 12 48 14 1 1 45 3 4 4 0 0 0 4 147 3 4 2 51 1 0
split_gain=0.291959 0.0740686 0.0712209 0.038741 0.0336523 0.0286221 0.0322066 0.0371758 0.0306989 0.0459048 0.0438051 0.0436226 0.0508836 0.063493 0.0282993 0.0270808 0.0285374 0.0349286 0.0524809 0.0270146 0.0262859 0.0360291 0.0308561 0.026109 0.0301561 0.0256352 0.0273324 0.0233859 0.0229471 0.0337601
threshold=0.10124500000000002 0.30112000000000005 -0.015039999999999998 -1.0000000180025095e-35 0.051255000000000002 0.083875000000000019 0.0068000000000000014 0.10783500000000001 -0.47071999999999997 -0.42170999999999997 0.11351500000000002 0.085485000000000019 -0.10708499999999999 0.13332000000000002 0.12656000000000003 0.081955000000000014 0.090900000000000009 -0.059649999999999988 0.0045450000000000013 -0.070154999999999981 -0.10474999999999998 -0.13843999999999998 0.50500500000000004 0.08955500000000001 -0.14477499999999996 0.042705000000000007 0.12358500000000001 0.10027500000000002 0.083345000000000016 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 15 8 7 -7 -4 14 11 12 -11 -14 23 16 25 -18 -19 -5 21 -3 -22 24 -10 26 -1 -21 29 -27
right_child=1 20 5 19 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 -17 17 18 -20 27 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0054482509468052089 0.0022893710460630246 0.00042578347865492109 0.0053641406353563074 0.0082708920872605896 0.0011008494556881488 0.0077698799805587223 0.00095134072471410043 0.0035974916544759769 0.0025213007075113379 0.0016028346408060508 0.0048017494704412382 0.0025618764247368787 -0.0061078532523806059 0.00091653553430329671 0.0011883260596402001 0.0087122710718011316 0.0051373667517928268 -0.0023383645853027701 0.0044752527064142317 0.0058365348019801524 0.00091543544514217619 0.0051393727927158276 -0.0040623530722223222 0.0019897930248589549 0.0072658106810539157 0.0077295777634443612 0.0024057355132147979 0.0023572203955263831 0.0024925184324204636 0.0043329503832917129
leaf_weight=1871 40 50 28 34 20 29 29 81 21 38 23 47 31 22 44 22 63 20 26 85 33 24 20 32 37 34 30 25 52 210
leaf_count=1871 40 50 28 34 20 29 29 81 21 38 23 47 31 22 44 22 63 20 26 85 33 24 20 32 37 34 30 25 52 210
internal_value=0 0.00294469 0.00337871 0.00504251 0.00518531 0.00271608 0.00391592 0.00469748 0.00219974 0.00189938 0.000761345 8.79438e-05 -0.0011898 -0.00319207 0.00326673 0.0052204 0.00518709 0.00360774 0.00151281 0.00580727 0.00073698 0.00195452 -0.000962975 0.00428284 0.00554797 0.00526545 0.00540024 0.00504578 0.00439978 0.00480625
internal_weight=0 773 646 184 2348 462 139 110 323 295 161 138 91 53 134 2328 2306 109 46 144 127 74 53 90 58 2197 1901 110 296 244
internal_count=3121 773 646 184 2348 462 139 110 323 295 161 138 91 53 134 2328 2306 109 46 144 127 74 53 90 58 2197 1901 110 296 244
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=31
num_cat=0
split_feature=1 1 3 42 51 2 2 133 13 45 483 10 2 16 3 156 15 4 15 4 160 51 13 51 159 4 1213 480 474 15
split_gain=0.237032 0.058983 0.04194 0.0343334 0.0340571 0.0298137 0.027297 0.0269259 0.0272625 0.0259522 0.0267788 0.0256814 0.0244424 0.0214201 0.0214043 0.0230805 0.0208005 0.0474356 0.0298975 0.0674715 0.0635341 0.0309066 0.0295417 0.0404743 0.0348598 0.0567454 0.0434394 0.0344327 0.0310944 0.030942
threshold=0.10337500000000001 0.14860500000000001 -0.049509999999999992 0.11159000000000001 0.11144500000000002 -0.090999999999999984 0.13404500000000005 -0.040449999999999993 -0.085384999999999975 0.10526500000000001 0.086010000000000017 -0.062879999999999978 0.11682500000000001 0.13751500000000003 0.32202000000000003 0.10272000000000002 0.040760000000000005 -0.15464999999999998 -0.0063699999999999989 -0.17966999999999997 -1.0000000180025095e-35 -0.089864999999999987 -0.085804999999999979 -0.025069999999999999 0.014475000000000003 -0.023539999999999995 0.085505000000000012 0.10344000000000002 0.083685000000000023 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 9 7 -1 16 -2 -9 10 14 -3 -12 -8 15 -4 18 -18 22 -20 21 -21 23 28 26 -26 27 -24 -7 -27
right_child=1 11 3 -5 -6 6 13 8 -10 -11 12 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0016117428269353696 0.00090305488214225457 -0.0032398553006350995 0.0018796248257265192 -0.0013552747014909984 0.0073862712755799302 0.005910880383129956 0.00046157047736751673 0.0011922911358609176 0.0044773181081473011 0.0059769218487781481 0.0068978214932774954 0.0010252310719806701 0.0025395135549901643 0.00466511150800877 -0.0009535142841438452 0.0051233856252414023 0.0082702750848098246 0.0049179896654046439 0.0049191759853177558 -0.0037256960714743895 0.0046277518477290868 0.0011131151565209484 0.0043134892241680481 0.0049078060191023168 0.010650798147544265 0.0065005252955293762 -0.00046303825940759413 9.0393696445971734e-05 0.0104492381543633 0.0035146059196752809
leaf_weight=32 34 20 255 25 25 36 27 30 160 20 22 48 31 22 24 24 44 1038 120 22 35 33 557 211 20 67 21 20 26 72
leaf_count=32 34 20 255 25 25 36 27 30 160 20 22 48 31 22 24 24 44 1038 120 22 35 33 557 211 20 67 21 20 26 72
internal_value=0 0.00257302 0.00286618 0.0022332 0.00388554 0.00464369 0.00468461 0.00349484 0.00395863 0.0024718 0.00227488 -0.000229206 0.00434862 0.00234887 0.00191215 0.00215866 0.0047339 0.00505431 0.00445432 0.00336686 0.0012971 -0.000822409 0.00467604 0.00556784 0.00435443 0.00567046 0.00400451 0.00416711 0.00781406 0.00495386
internal_weight=0 718 650 401 249 2403 2371 224 190 376 356 68 53 49 303 279 2322 1082 1240 210 90 55 1030 273 757 159 598 577 62 139
internal_count=3121 718 650 401 249 2403 2371 224 190 376 356 68 53 49 303 279 2322 1082 1240 210 90 55 1030 273 757 159 598 577 62 139
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 2 16 1 0 2 4 4 15 4 0 16 49 47 1 12 43 0 12 0 0
split_gain=28.2802 4.33582 2.62356 2.28207 1.60354 1.54531 0.865292 0.853378 0.800992 0.778958 0.667162 0.551903 0.52221 0.861521 0.463837 0.304631 0.302718 0.241512 0.207835 0.299243 0.225294 0.222877 0.207185 0.200612 0.187663 0.172894 0.154106 0.152758 0.148681 0.177293
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.09253500000000002 0.11474000000000002 -0.52595999999999987 0.085345000000000018 -0.10607499999999999 0.14838000000000004 0.0067750000000000006 0.27834500000000006 -0.095869999999999983 -0.013514999999999998 0.14486500000000005 -0.45661999999999997 -0.009244999999999998 0.090100000000000013 0.11588000000000001 0.087695000000000009 0.0034250000000000005 -0.060129999999999996 0.08401500000000002 -0.15202999999999997 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 11 14 -5 23 -7 24 17 16 27 -4 -14 19 25 -20 -22 -3 -6 28 -13 -26 -15 -1 -30
right_child=1 2 8 9 10 7 -8 -9 -10 -11 -12 18 13 15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0012382662429862997 0.0010046420983601855 0.00049454863263033466 0.0005186191159164661 0.00094465882396013951 0.00099257639843352966 0.00063427776153904606 0.0012554874715684844 0.00064626782533210275 0.00062064697297717374 0.00057639178309509625 0.00053148461213591046 0.0010440732884235888 0.00090964200978630838 0.00089460029586346129 0.00019323649254464914 0.00084271674826853586 0.00032238675897126385 0.00064065626031645554 0.001064667002552521 0.00081116695623847219 0.00069576351373803384 0.00091316023796694388 0.00066280047532638053 0.00079033475809697936 0.0010338491238993295 0.00092876753133397578 0.00087586976032631063 0.001035967448945431 0.00090869667103477556 0.0010769595968413074
leaf_weight=21 71 191 41 34 44 21 70 39 37 63 24 197 21 32 84 39 115 33 34 31 20 194 33 33 471 67 25 360 25 651
leaf_count=21 71 191 41 34 44 21 70 39 37 63 24 197 21 32 84 39 115 33 34 31 20 194 33 33 471 67 25 360 25 651
internal_value=0 0.000546366 0.000492317 0.00100021 0.000611819 0.00101237 0.00104189 0.000926778 0.000352107 0.000705475 0.000816931 0.000946175 0.00103298 0.000978733 0.000310707 0.00100798 0.000373961 0.000745262 0.000958238 0.00099341 0.000916399 0.000892843 0.000519336 0.000905901 0.00105504 0.00101481 0.00102589 0.00102443 0.00107578 0.00107074
internal_weight=0 673 602 2448 325 2351 1748 603 277 97 101 564 1678 485 240 431 156 54 543 295 248 214 224 77 1193 264 496 392 697 676
internal_count=3121 673 602 2448 325 2351 1748 603 277 97 101 564 1678 485 240 431 156 54 543 295 248 214 224 77 1193 264 496 392 697 676
is_linear=0
shrinkage=0.00196078


Tree=7085
num_leaves=31
num_cat=0
split_feature=1 1 3 4 148 4 15 51 51 51 0 0 12 2 4 147 0 97 124 2 15 49 0 14 52 3 159 160 160 4
split_gain=0.274261 0.0508991 0.045816 0.0439076 0.0405937 0.0450268 0.0363026 0.0461551 0.0361939 0.0361789 0.0352277 0.0414102 0.0326318 0.0304287 0.057431 0.0305004 0.0302763 0.0298735 0.0336659 0.0362524 0.0363574 0.0272981 0.0271375 0.0267099 0.0261565 0.0361805 0.0951879 0.0361694 0.0544523 0.0470213
threshold=0.11146500000000002 0.094385000000000011 0.31534000000000006 -0.17966999999999997 -0.043434999999999994 -0.010655 0.093115000000000017 0.10614000000000001 0.08955500000000001 -0.079189999999999983 -0.068944999999999992 -0.085034999999999986 -0.42850999999999995 0.11362000000000001 -0.064804999999999988 0.089365000000000014 -0.14832499999999996 -0.049229999999999996 0.091025000000000009 0.11362000000000001 -0.41942499999999994 -0.00064499999999999985 -0.026509999999999995 0.077685000000000018 0.11277500000000001 -0.087044999999999983 -0.032739999999999991 -0.089744999999999978 -0.088079999999999978 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -3 -2 22 7 8 9 -5 11 -11 -4 15 -15 16 21 -7 19 20 -19 -1 -6 -23 27 26 -26 -18 -29 -30
right_child=2 3 12 6 5 17 -8 -9 -10 10 -12 -13 -14 14 -16 -17 24 18 -20 -21 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.004732493863570119 -0.00035832443249386714 0.0058776407481895554 0.0027441041879629827 -0.0012391782618942672 0.0065336675316156863 -0.0006668538674533081 0.0052906514512589924 0.0071152785671469961 -0.0014397988815537908 0.0030437922613701734 0.00052769900007077907 0.0069764756241484597 -0.0011967894798991356 -0.0010924811120189373 0.0045078969394081519 0.0020425763571014009 0.0069443556855481627 0.0019449199230543207 -0.00088272510223429308 0.0022049938163390482 0.0058651613500543352 0.0098324087280262686 0.0023556864000221886 0.0062889714355920806 0.0065666934787822406 0.0047583800341700101 -0.0026522632808337224 -1.6634254134260118e-05 0.0054516316217712475 0.0037110967795090954
leaf_weight=46 37 90 34 20 53 26 78 23 22 126 39 34 55 21 143 30 124 35 22 154 73 36 22 52 21 223 24 20 1261 177
leaf_count=46 37 90 34 20 53 26 78 23 22 126 39 34 55 21 143 30 124 35 22 154 73 36 22 52 21 223 24 20 1261 177
internal_value=0 0.00490395 0.00237058 0.00391238 0.00280543 0.00310948 0.00339521 0.00283519 0.00242672 0.00281514 0.0032226 0.00387949 0.00030872 0.00510062 0.00379078 0.00520728 0.00525514 0.00257755 0.00287457 0.00319007 0.00459471 0.00670663 0.00530813 0.00773856 0.00515 0.00423644 0.00164992 0.00530477 0.00516532 0.00523739
internal_weight=0 2610 511 432 422 385 342 264 241 219 199 160 89 2178 164 2014 1984 310 284 262 108 134 75 88 1850 268 45 1582 1458 1438
internal_count=3121 2610 511 432 422 385 342 264 241 219 199 160 89 2178 164 2014 1984 310 284 262 108 134 75 88 1850 268 45 1582 1458 1438
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 43 10 401 0 123 12 4 48 4 9 4 0 12 43 123 16 13 484 10 13 0 49 1 2 160
split_gain=0.22308 0.0627864 0.0581923 0.0463729 0.0351842 0.0341761 0.0339795 0.038704 0.0346456 0.032906 0.0318649 0.0303163 0.0414952 0.0261329 0.0258522 0.0253243 0.0272774 0.0313078 0.0250751 0.037427 0.0237267 0.0232689 0.0237345 0.0254014 0.0266789 0.0231262 0.0210184 0.0259121 0.0214506 0.0247713
threshold=0.11829500000000003 0.078300000000000008 -0.096099999999999977 -0.078139999999999973 0.12178000000000001 -0.11720999999999999 -0.0069899999999999988 0.085900000000000018 -0.019414999999999998 0.12630500000000003 -0.088589999999999988 0.26790000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.081890000000000004 0.40124500000000002 -0.14920999999999998 0.086095000000000019 -0.085594999999999991 0.084025000000000016 -0.16075999999999999 0.10935500000000002 0.068975000000000009 1.0000000180025095e-35 -0.28558999999999996 -0.062294999999999996 -0.087004999999999985 0.10060500000000001 0.085105000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 25 8 9 10 21 -2 20 -13 18 15 16 17 -3 -7 -20 -5 22 23 24 -8 -4 -22 28 29 -28
right_child=6 14 3 4 -6 13 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010330852320683856 0.0040898358586921616 0.0091303040369114432 0.0064645421941316242 0.0075869347467752441 0.0019625325820275714 0.0044278106807420651 0.00093257724357819242 -0.001824360697487877 -0.003626696335240489 -0.0013631747791077943 -0.00085402946751855779 -0.00034167634484429777 0.0049010485853715289 -0.0011324535739878495 0.0075572420987461142 0.0014494638290041342 0.0045311443616194175 0.0043577973023746852 -0.0025212629442103208 0.0028479959530995002 0.007711197409133258 0.00013828791873363248 0.0058129452991609772 0.00011603775434195995 0.00399517950300663 0.002149436003326074 0.003746443679556251 0.0014445747630670667 0.0041262170728416474 0.0081816825248739299
leaf_weight=28 22 28 27 35 56 33 37 22 21 20 32 26 36 31 29 26 2077 27 20 37 22 28 30 30 123 23 20 25 116 34
leaf_count=28 22 28 27 35 56 33 37 22 21 20 32 26 36 31 29 26 2077 27 20 37 22 28 30 30 123 23 20 25 116 34
internal_value=0 0.00434792 0.00341217 0.00364223 0.00427164 0.00228036 0.0017171 0.00220777 -0.000180176 0.00253877 0.00116014 0.00468345 0.00270249 0.00137159 0.00459138 0.00455152 0.00458935 0.00678744 0.00223409 0.000964045 0.00517084 0.00285344 0.00319901 0.00278628 0.00328695 0.00447959 0.00478114 0.00445057 0.00489263 0.006539
internal_weight=0 2756 569 541 370 171 365 290 75 268 54 314 62 121 2187 2158 2132 55 90 57 252 248 220 190 160 50 217 195 170 54
internal_count=3121 2756 569 541 370 171 365 290 75 268 54 314 62 121 2187 2158 2132 55 90 57 252 248 220 190 160 50 217 195 170 54
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=31
num_cat=0
split_feature=1 2 11 2 11 40 3 10 0 402 3 151 15 457 401 1 16 0 1 40 1424 34 124 12 13 4 4 160 401 160
split_gain=0.180695 0.0510122 0.043869 0.0440825 0.0390362 0.0357675 0.0381021 0.0286183 0.0419088 0.031577 0.0302479 0.0282182 0.029325 0.0316882 0.0333437 0.0266381 0.0263847 0.025242 0.0253873 0.0232438 0.0227338 0.0225435 0.0272943 0.0231629 0.0299206 0.0265948 0.0215991 0.0576421 0.0314818 0.0317958
threshold=0.11829500000000003 0.10045500000000002 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 0.051255000000000002 0.13524500000000003 -0.079859999999999987 -0.05208999999999999 0.09388500000000001 -0.13309499999999996 -0.16145499999999999 -0.44764999999999994 0.060310000000000009 0.080710000000000018 0.10984500000000001 -0.08595499999999999 -0.07384499999999998 0.10871500000000002 -0.082074999999999995 1.0000000180025095e-35 -0.038779999999999995 -0.081214999999999982 -0.093619999999999995 -0.072819999999999982 -0.016304999999999997 -0.082249999999999976 -0.50170999999999988 1.0000000180025095e-35 0.055845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 -4 6 11 8 -2 10 -9 -3 -13 14 -14 -8 -15 -1 -19 -5 26 22 -12 -23 -25 -26 27 -21 29 -28
right_child=7 5 4 19 -6 -7 15 9 -10 -11 21 12 13 16 -16 -17 -18 18 -20 20 -22 23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0041968247170784869 0.0015570306261104313 0.0071922618243843318 0.0095235139489107373 0.0073306915031381608 0.0046295577588562785 -0.0010100231831893325 -0.0020996580144301766 0.00544616976470794 -0.0042118955194018785 -0.0017377386454344645 0.002296877936460078 0.00052221424172303689 0.0040506295093416834 0.0034705916395539357 0.0010033807293392527 0.0026491075495464938 -0.00079512887810967089 -0.0011238281193928904 0.0033662199413811325 -0.00047102346517411732 0.0074864189955405891 0.0044427350675687195 -0.002927513462782372 0.00026912914409446163 0.0057192235458642243 0.0019934737421685787 0.0034860001537466087 0.0048808026655724635 0.0051899659041682207 0.0048381375443811228
leaf_weight=29 34 20 28 23 39 20 21 26 20 22 20 34 453 29 39 27 29 34 20 21 20 40 20 76 25 82 1012 483 165 210
leaf_count=29 34 20 28 23 39 20 21 26 20 22 20 34 453 29 39 27 29 34 20 21 20 40 20 76 25 82 1012 483 165 210
internal_value=0 0.00391313 0.00415743 0.00407381 0.00667479 0.00315549 0.00328327 0.00154539 -0.000579609 0.00191436 0.00219237 0.00349877 0.00337228 0.00354846 0.00380908 0.000571523 0.00133773 0.00181713 0.000539153 0.00417066 0.00413263 0.00187071 -0.000315318 0.00226282 0.00178633 0.00286398 0.00409716 0.00465781 0.00389343 0.00371836
internal_weight=0 2756 2084 2017 67 672 652 365 54 311 289 604 584 550 492 48 58 83 54 1934 1911 263 40 223 183 107 1891 504 1387 1222
internal_count=3121 2756 2084 2017 67 672 652 365 54 311 289 604 584 550 492 48 58 83 54 1934 1911 263 40 223 183 107 1891 504 1387 1222
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 47 4 14 1 2 12 0 4 2 150 2 43 3 0 4 3 11 16 4 52 47
split_gain=12.2541 1.48365 1.24227 0.970624 0.759184 0.62515 0.412984 0.369632 0.360404 0.315795 0.269074 0.217588 0.213506 0.190134 0.17419 0.143288 0.122771 0.121438 0.121275 0.118396 0.113412 0.103068 0.0942292 0.116127 0.137072 0.0927636 0.116052 0.081395 0.0792485 0.0707409
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13436000000000001 0.08864000000000001 0.088105000000000003 0.090285000000000018 0.40473500000000007 -0.17966999999999997 0.13082500000000002 0.053180000000000012 0.076175000000000007 0.10124500000000002 0.098035000000000011 0.13597000000000004 -0.11242999999999999 0.181285 0.14530500000000005 0.091105000000000005 0.14838000000000004 -0.081374999999999989 -0.13309499999999996 -0.23194499999999998 -0.064054999999999987 0.013900000000000001 0.080455000000000013 0.0028900000000000006 0.50194500000000009 -0.42058999999999996 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 13 17 11 -7 -6 19 14 15 18 22 25 16 -4 -3 20 27 -10 -12 -1 -24 -25 26 -8 -5 -27 -2
right_child=1 3 6 9 8 7 10 -9 12 -11 21 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=0.00063332726363263096 0.00055976872837621404 0.00015747343924553194 0.00029483606728414693 0.00012168884491342504 0.00050055984699842976 0.00040966023152829453 0.00049777517924840767 0.00016166413698543686 0.00024511295204818602 0.00024013871129344947 0.00026508862731837424 0.00065599025401008105 0.00019921391027213656 0.00038210457985669405 0.00033357160595989333 0.00052281105740427402 0.0005070995844887327 1.0451858671491636e-05 0.0002002548096079376 -6.300257693738768e-05 0.00040564591866260502 0.00041321545396510328 0.00055837787625971234 0.00049960912990511632 0.00030398162700980203 0.00051124170922752844 0.00044309912143340399 8.8442044106465211e-07 0.00065432517073796184 0.00041469724363639573
leaf_weight=21 24 216 20 32 31 68 510 35 23 23 21 46 85 63 29 1053 22 24 22 75 64 129 52 40 21 46 211 65 22 28
leaf_count=21 24 216 20 32 31 68 510 35 23 23 21 46 85 63 29 1053 22 24 22 75 64 129 52 40 21 46 211 65 22 28
internal_value=0 0.000165383 0.000479177 0.000134814 0.000382064 0.00019761 0.000498608 0.00032539 0.000304245 2.43566e-05 0.000468819 0.000523881 0.000272875 0.000470945 0.000482818 0.000518331 0.000406022 0.000142771 0.000330317 -4.49804e-06 0.000363206 0.000392478 0.000512713 0.000490298 0.000432262 0.000488304 0.000481774 4.07374e-05 0.000557533 0.000481653
internal_weight=0 590 2531 538 422 343 2109 103 225 195 968 1141 194 197 818 1095 42 240 109 172 87 150 134 113 61 789 721 97 68 52
internal_count=3121 590 2531 538 422 343 2109 103 225 195 968 1141 194 197 818 1095 42 240 109 172 87 150 134 113 61 789 721 97 68 52
is_linear=0
shrinkage=0.00196078


Tree=7089
num_leaves=31
num_cat=0
split_feature=4 2 3 149 2 9 14 48 457 14 0 4 0 4 2 16 4 0 12 43 16 0 12 96 52 0 13 1 49 48
split_gain=0.195859 0.0587841 0.0503986 0.0396843 0.0372593 0.0343773 0.0325975 0.0296709 0.028538 0.029629 0.0297351 0.0729777 0.0628635 0.0338971 0.0368179 0.0423779 0.0324641 0.0320527 0.070672 0.0405112 0.0379282 0.0302902 0.0299658 0.0274123 0.0254196 0.0288512 0.0253457 0.0246975 0.038665 0.0232369
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 0.25063000000000007 -1.0000000180025095e-35 -0.10708499999999999 0.12118000000000002 0.26807500000000006 0.019675000000000002 -0.11173999999999999 -0.0016099999999999997 -0.14649999999999996 0.042705000000000007 0.088665000000000008 -0.36241499999999999 0.022185000000000003 -0.089964999999999976 -0.088589999999999988 -0.084999999999999978 -0.095094999999999985 -0.089019999999999974 0.13597000000000004 0.086715000000000014 -0.075329999999999994 0.034820000000000011 0.27020000000000005 0.11910500000000002 -0.047584999999999995 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 -1 -7 23 9 10 11 12 -8 -13 -15 -16 17 19 -19 -12 -21 -20 26 24 -2 27 29 28 -26 -23
right_child=3 -3 -4 -5 -6 6 8 -9 -10 -11 16 13 -14 14 15 -17 -18 18 21 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001334279261982374 -0.0014008536685391195 -0.00032661811970738754 0.0011680882186584102 0.0049763162337642698 -0.0029208564887415957 0.0072069667272444352 0.0022316571479032358 -0.0018877095865229003 0.0010278323257807644 0.0057657024677303667 0.0075455213898749209 0.0081812016898766167 -0.0038897178672335068 0.0070377059824143842 0.00403702187434058 -0.0013942139735445382 0.0030792890835205371 -0.0011108196779297521 0.0010449784113124253 0.0061792765263817273 0.0032707605213063828 0.0042968499062323671 0.00089513043683298206 -0.0018268147660862833 -0.00089774792369488356 0.005515632823032017 0.0071839429116968452 0.00077122190401063392 0.0038996355947650352 0.0027005635131121682
leaf_weight=48 21 33 65 28 22 32 62 26 32 95 60 20 23 24 51 20 289 26 31 80 102 1523 27 21 21 24 29 105 84 97
leaf_count=48 21 33 65 28 22 32 62 26 32 95 60 20 23 24 51 20 289 26 31 80 102 1523 27 21 21 24 29 105 84 97
internal_value=0 0.00386875 0.00391935 0.00136445 0.00105231 0.0039863 0.00403483 0.00134175 0.00399566 0.00403277 0.00396595 0.00279716 0.000575285 0.00443942 0.00365167 0.0025071 0.0040692 0.00421406 0.00406352 0.00529211 0.00454923 0.00414233 0.00419962 0.00164598 0.00193197 0.00223107 0.00425372 0.00185569 0.00294016 0.00420127
internal_weight=0 2769 2736 352 324 2671 2623 302 2591 2559 2464 200 85 115 95 71 2264 1975 1733 242 182 1707 1676 276 255 234 1649 210 105 1620
internal_count=3121 2769 2736 352 324 2671 2623 302 2591 2559 2464 200 85 115 95 71 2264 1975 1733 242 182 1707 1676 276 255 234 1649 210 105 1620
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=31
num_cat=0
split_feature=4 2 3 149 10 9 44 1 457 1456 43 39 48 484 484 1416 160 1213 403 131 4 4 16 1 158 157 15 51 2 472
split_gain=0.158646 0.0476152 0.0408229 0.0321443 0.0306921 0.0278456 0.0270694 0.0246293 0.0521452 0.0305377 0.0232913 0.0254068 0.0226512 0.0251046 0.0242862 0.0217699 0.0204174 0.0200758 0.0458102 0.0231633 0.0264373 0.0423375 0.0386322 0.0252807 0.0233127 0.023239 0.0214348 0.0283653 0.0200268 0.0195644
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.079859999999999987 -1.0000000180025095e-35 0.081805000000000017 0.089625000000000024 0.045365000000000009 -0.083354999999999999 -0.052894999999999991 0.085855000000000015 0.12118000000000002 0.096415000000000015 0.085655000000000023 1.0000000180025095e-35 0.079055000000000014 -0.10156 0.022375000000000003 0.11767000000000001 -0.081114999999999979 -0.077999999999999986 0.052820000000000013 0.10022000000000002 -0.073714999999999989 -0.085474999999999982 -0.062284999999999993 -0.011165 0.10981000000000002 -0.079609999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 16 7 29 9 -9 11 -10 13 14 -6 17 -1 -11 19 20 22 -22 -19 -24 -23 -26 -27 -28 -25 -7
right_child=3 -3 -4 -5 12 6 -8 8 10 15 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 24 23 28 25 26 27 -29 -30 -31
leaf_value=-0.00054222032444418544 -0.0016839775350840334 -0.00029395636326322956 0.0010512793714252231 0.0044786845593729856 0.001547740745009268 0.0055503554764436561 0.0062809373558449901 0.0068294026125222456 0.0042876782963975095 0.006079975310289725 -0.0010313789688576108 -0.00035003344971863996 -0.0015678877793252469 -0.0014977814558127043 0.0048440252868458631 0.0062665983406907837 0.003641151780611836 0.007679770193580124 -0.0016959483263781295 0.0065200871217530225 -0.0017350489101816146 2.1661257442946621e-05 0.0003267228071178709 0.0057317687789551347 0.00015510389154466491 0.0025162446678916777 0.0066013079295915216 0.0034046727295928788 0.0020603160623674436 0.0037158039829093743
leaf_weight=28 39 33 65 28 211 60 38 25 27 22 39 21 25 24 25 23 20 27 20 20 21 26 21 39 24 139 38 103 24 1866
leaf_count=28 39 33 65 28 211 60 38 25 27 22 39 21 25 24 25 23 20 27 20 20 21 26 21 39 24 139 38 103 24 1866
internal_value=0 0.00348187 0.00352741 0.00122801 0.000947083 0.00358767 0.00363135 0.0035924 0.00306471 0.00341162 0.000783826 0.00225868 0.00130712 0.00158357 0.00189692 0.00325542 0.00120085 0.00312325 0.00299367 0.00318826 0.00304403 0.00261863 0.0043892 0.00333152 0.00289568 0.00314149 0.00339746 0.00426618 0.00433312 0.00377296
internal_weight=0 2769 2736 352 324 2671 2623 2585 659 572 87 48 285 260 236 547 48 524 502 482 462 351 111 84 330 304 280 141 63 1926
internal_count=3121 2769 2736 352 324 2671 2623 2585 659 572 87 48 285 260 236 547 48 524 502 482 462 351 111 84 330 304 280 141 63 1926
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 1 12 2 14 2 43 150 0 4 2 4 12 4 15 2 50 1 1 0 1 14 2 40 16 2
split_gain=16.9394 2.76884 1.33875 1.32111 0.878943 0.737031 0.611147 0.592029 0.579874 0.470833 0.446154 0.401646 0.351277 0.350634 0.294273 0.244843 0.195217 0.181999 0.34705 0.184511 0.180326 0.174568 0.14758 0.141258 0.139877 0.125003 0.187145 0.123304 0.113992 0.110889
threshold=0.10508500000000001 -0.059315 0.051320000000000005 0.27834500000000006 0.14285500000000004 0.08864000000000001 0.11734000000000001 -1.0000000180025095e-35 0.076175000000000007 0.10613000000000002 -0.04890499999999999 1.0000000180025095e-35 -0.23194499999999998 0.033845000000000007 0.11704500000000001 -0.062539999999999984 0.088305000000000008 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 0.041865000000000006 0.12958500000000003 0.12408500000000001 -0.019414999999999998 0.083345000000000016 -0.41076499999999994 0.12198500000000001 -0.077474999999999988 -0.073404999999999984 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 12 8 27 13 21 -7 -12 -1 16 -2 -11 -4 19 -19 -14 -6 -9 -17 29 -15 -5 -27 -3 -18 -8
right_child=1 4 6 25 20 10 23 9 -10 15 11 -13 17 24 -16 22 28 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010244083170797311 0.00078953747572182932 0.00036622126803150212 0.00086866197510516996 0.00056411840898149153 0.00017934328353305312 0.000490539510730836 0.00082251583195589719 0.0007233707180553929 0.0010334558272409296 0.00062372812572966283 0.0007675638931858189 0.00051047185610756231 0.00089682966217128517 0.0007845460727953043 0.00053323066126847389 0.0004382883146819141 0.00085091974240929041 0.00077493092346978746 0.00051248960125331686 0.00067580045876549743 0.0003659487548136738 0.00049250745780619919 0.00030324124556337415 0.00053195794339941328 0.00065107624003894965 0.00047411622643909031 0.00024181604458420886 0.00022564648748228268 0.00080720743485944381 0.0006531187004932751
leaf_weight=22 124 47 775 24 85 67 24 34 59 22 80 33 53 187 20 120 411 76 26 20 26 20 42 21 36 40 20 49 519 39
leaf_count=22 124 47 775 24 85 67 24 34 59 22 80 33 53 187 20 120 411 76 26 20 26 20 42 21 36 40 20 49 519 39
internal_value=0 0.000464238 0.000815486 0.000639943 0.000374214 0.000708014 0.00083505 0.000424451 0.000841975 0.00047688 0.000617316 0.000692484 0.000790886 0.000836115 0.000753939 0.000429635 0.000845678 0.000761528 0.000708034 0.000836274 0.000223053 0.000637866 0.000403276 0.000671228 0.000762999 0.000444522 0.000396683 0.00029447 0.000826525 0.000717651
internal_weight=0 673 2448 228 445 377 2071 334 1987 238 180 113 197 1928 144 184 1705 175 102 73 111 54 162 84 223 84 60 96 930 63
internal_count=3121 673 2448 228 445 377 2071 334 1987 238 180 113 197 1928 144 184 1705 175 102 73 111 54 162 84 223 84 60 96 930 63
is_linear=0
shrinkage=0.00196078


Tree=7092
num_leaves=31
num_cat=0
split_feature=4 3 2 1 106 1375 14 39 13 13 48 2 43 3 16 0 159 15 11 0 483 13 43 400 15 133 16 16 1213 43
split_gain=0.174534 0.0492014 0.04561 0.0318176 0.0286849 0.0239114 0.0233894 0.0254243 0.0450318 0.0272476 0.0230822 0.0276139 0.0270529 0.0354278 0.0243256 0.0236632 0.0221434 0.0220031 0.0406568 0.0294108 0.0280558 0.0305724 0.03458 0.0310831 0.0397005 0.0276908 0.0498727 0.0512025 0.0295864 0.0957434
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.15471500000000002 0.085655000000000009 -0.27302499999999996 -0.23960999999999996 0.10076500000000001 0.27266500000000005 -0.0018299999999999998 0.12118000000000002 0.13501500000000002 -0.05647499999999999 -0.15327499999999997 -0.50339499999999993 -0.081894999999999982 0.082105000000000025 1.0000000180025095e-35 0.077290000000000011 -0.15090499999999998 0.11494000000000001 0.0036400000000000004 0.0051600000000000005 -0.064794999999999978 0.086885000000000004 0.092845000000000011 -0.082404999999999992 -0.079504999999999978 0.04198000000000001 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 -7 8 17 -9 11 12 14 -14 -2 -16 -3 -8 20 -20 21 22 25 -24 -25 -19 -27 -28 29 -29
right_child=3 16 -4 -5 -6 6 7 9 -10 -11 -12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.00106871885665018 0.0030933206431868979 0.0029494911901756975 -0.00058341637132284434 -0.0014449563336425596 0.0008646556998663131 0.0072799696587026123 0.0036594263285723984 0.0039095768584580769 0.0081984418816864503 -0.00054862592637968755 -0.0011840666588395835 0.00037113805469394162 0.00045007876300763697 0.004297469058184929 -0.0030084130830073264 0.0016489725909195842 -0.00048735571169369928 0.0051874760493231644 0.0040746775363831233 0.0087949429744515906 0.00099600712752102752 0.0029721006767238793 0.007057832547330431 -0.0006359921083248293 0.0035344355252086134 -0.00022588221149312128 0.0084784517745272476 0.0028406844286319732 0.00073755673531975072 0.010596099812537433
leaf_weight=29 34 38 23 35 31 21 1353 29 25 26 25 78 31 105 20 24 37 491 22 33 28 170 21 26 187 27 26 78 28 20
leaf_count=29 34 38 23 35 31 21 1353 29 25 26 25 78 31 105 20 24 37 491 22 33 28 170 21 26 187 27 26 78 28 20
internal_value=0 0.00378034 0.00385067 0.00141631 0.00388886 0.00392437 0.00395608 0.00392913 0.00397528 0.00180206 0.00173222 0.0019819 0.002569 0.00342049 0.00108436 -0.000468021 0.00125398 0.00393322 0.0042534 0.00690684 0.00412096 0.00420243 0.0044338 0.00338726 0.00302537 0.00479931 0.00373457 0.00443807 0.00360434 0.00442342
internal_weight=0 2769 2694 352 2671 2640 2611 2590 2535 55 317 292 214 136 78 44 75 2510 1157 55 1102 1074 904 234 213 670 179 152 126 98
internal_count=3121 2769 2694 352 2671 2640 2611 2590 2535 55 317 292 214 136 78 44 75 2510 1157 55 1102 1074 904 234 213 670 179 152 126 98
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 14 4 1 2 1 47 0 49 52 1 4 475 157 1 48 1420 3 160 150 0 0 11 47
split_gain=18.484 3.0666 1.79523 1.24953 1.0841 0.851382 0.768558 0.660221 0.587182 0.524232 0.403231 0.342668 0.30773 0.4921 0.280801 0.250034 0.233689 0.186282 0.170506 0.188493 0.169711 0.168492 0.16019 0.199271 0.312862 0.156772 0.155041 0.149118 0.14785 0.135897
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40945500000000007 0.077845000000000011 0.091265000000000013 0.12656000000000003 0.090100000000000013 -0.062294999999999996 -0.054984999999999992 0.048770000000000008 0.090540000000000023 -0.17966999999999997 -0.08230999999999998 -0.42132499999999995 0.13075500000000004 0.081805000000000017 -0.085404999999999995 -0.12018999999999998 -0.037174999999999993 0.083555000000000004 -0.099059999999999995 -0.15350499999999997 1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 8 6 7 10 12 -4 16 -10 17 26 -2 -6 22 -3 -12 -20 -5 -11 -1 24 -24 -21 -14 -19 -9 -16
right_child=1 4 9 20 15 -7 -8 28 11 21 18 -13 13 -15 29 -17 -18 27 19 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010610462754380469 0.00057350788916519125 0.00062489204492200822 0.00080811378731280149 0.00052692937323811401 0.00011132724111720967 0.00059556891529948691 0.00051036485367351103 0.00090595774352550504 0.00043207637169189486 0.00035732925711260511 0.00091899816283302958 0.00024336177152064112 0.00062072095990765321 0.00037212952602755568 0.00087834247025869597 0.00032378534024802598 0.00082090142566491572 0.00057625438506696746 0.00097142933457332326 0.00081163286246651526 0.00033183540636064858 0.00056076723051486717 0.00058797389773549032 0.00088945709236318185 0.00090043839244615472 0.00068027624415226823 0.00086486868998583624 0.00039152300872263455 0.0010854328876616908 0.00074680704557372518
leaf_weight=20 23 20 28 60 57 48 24 25 73 24 61 75 20 21 58 34 248 20 27 625 24 45 22 1126 28 37 20 105 60 63
leaf_count=20 23 20 28 60 57 48 24 25 73 24 61 75 20 21 58 34 248 20 27 625 24 45 22 1126 28 37 20 105 60 63
internal_value=0 0.000476331 0.000843243 0.000661242 0.00038159 0.000854028 0.000859415 0.000863091 0.000430658 0.000581831 0.000856522 0.000336444 0.000498346 0.000615189 0.000772107 0.000190707 0.000875679 0.000449192 0.000819638 0.000810841 0.000471188 0.000490006 0.000887038 0.000884079 0.000762954 0.000804291 0.000742795 0.00042108 0.00103265 0.000809857
internal_weight=0 673 2448 228 445 2351 2303 2279 354 97 2194 148 206 61 144 91 1444 145 750 689 84 69 1196 1176 50 662 40 125 85 121
internal_count=3121 673 2448 228 445 2351 2303 2279 354 97 2194 148 206 61 144 91 1444 145 750 689 84 69 1196 1176 50 662 40 125 85 121
is_linear=0
shrinkage=0.00196078


Tree=7094
num_leaves=31
num_cat=0
split_feature=1 148 1 1 1186 12 4 4 0 1 160 4 42 42 4 42 16 0 16 43 133 42 12 13 4 15 13 4 16 51
split_gain=0.194087 0.0362989 0.0410876 0.0355068 0.044303 0.0351345 0.0414393 0.0521479 0.0332653 0.0507781 0.0897186 0.0300701 0.026748 0.0273895 0.0279427 0.0264072 0.0249805 0.0235895 0.0255581 0.0283663 0.0324199 0.0233461 0.0414459 0.0387242 0.0329483 0.0279974 0.0407195 0.036268 0.0328352 0.0248016
threshold=0.11146500000000002 -0.043434999999999994 0.15799000000000005 0.086920000000000011 0.060550000000000007 0.085355000000000014 -0.27825499999999997 -0.068329999999999988 -0.068604999999999985 0.081670000000000006 -0.081399999999999986 -0.010655 -0.080354999999999982 -0.042239999999999993 -0.51843499999999987 0.091545000000000015 -0.11118499999999999 0.062580000000000011 -0.079734999999999986 -0.041049999999999996 -0.0077049999999999992 0.088295000000000012 0.089150000000000021 0.0049450000000000006 -0.14723499999999998 0.088345000000000021 -0.026374999999999999 -0.079164999999999985 -0.012324999999999997 -0.047599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 8 5 6 -5 -8 -1 10 -10 -3 -12 -14 -15 -9 -4 18 -16 -20 -21 23 -23 25 29 26 28 -27 -7 -25
right_child=1 2 16 4 -6 21 7 15 9 -11 12 -13 13 14 17 -17 -18 -19 19 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0045696672779951255 -0.00061178903821807286 0.0042733500061342099 0.0017128162033623086 0.0058464002038817854 -0.00074864093760919315 0.0087880797406089395 -0.001142849449550138 0.0033550301407544447 -0.001736007484308045 0.0073251042018334074 0.0060816765882265875 0.0021503059712096517 0.00037722613758825024 0.0069433735967006378 0.0071023734295158659 -9.7087629139423379e-05 -0.0032852347946027297 0.00074509808065129383 0.004674944565865897 0.0039303816034502925 -0.0016952697141095997 -3.1251421776311152e-05 0.0040288696666870259 0.0037291878551265903 0.001701513118314324 0.01021429572037646 0.0015811799670560644 0.0052943785173122327 0.0034421661816304554 0.0079061524410332963
leaf_weight=1521 48 83 20 40 23 27 36 195 35 30 39 340 29 23 20 25 20 31 54 21 20 29 189 44 52 29 26 31 20 21
leaf_count=1521 48 83 20 40 23 27 36 195 35 30 39 340 29 23 20 25 20 31 54 21 20 29 189 44 52 29 26 31 20 21
internal_value=0 0.00200583 0.0022772 0.00413698 0.00357562 0.0037058 0.0028531 0.00238539 0.00437932 0.00342066 0.00299003 0.00256688 0.00368796 0.00321648 0.00370368 0.00296274 -0.000786209 0.00319332 0.00385328 0.00316926 0.00118616 0.00424512 0.00348876 0.00490466 0.00357771 0.00607197 0.0047566 0.00767234 0.00651322 0.00507867
internal_weight=0 511 463 2610 787 764 296 256 1823 302 272 423 237 198 169 220 40 146 115 95 41 468 218 250 117 133 73 60 47 65
internal_count=3121 511 463 2610 787 764 296 256 1823 302 272 423 237 198 169 220 40 146 115 95 41 468 218 250 117 133 73 60 47 65
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 4 2 2 1 0 15 1 0 16 16 42 1 52 50 13 391 13 42 43 49 48 51
split_gain=9.20302 1.60852 0.927946 0.85937 0.559342 0.518898 0.35179 0.311917 0.28459 0.259966 0.232248 0.226081 0.175832 0.161889 0.135849 0.127429 0.110034 0.199947 0.146034 0.10858 0.103823 0.102982 0.102686 0.0962854 0.0736754 0.0719018 0.0698129 0.080138 0.0858156 0.108705
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.089885000000000007 0.36766000000000004 0.11474000000000002 0.14285500000000004 0.09253500000000002 -0.23091999999999999 -0.41396999999999995 0.085345000000000018 -0.10607499999999999 0.013515000000000001 0.083160000000000026 0.086555000000000007 0.14754500000000001 -0.56176499999999996 0.086295000000000011 0.049530000000000012 -1.0000000180025095e-35 -0.0062949999999999994 0.088295000000000012 0.05259500000000001 0.10084500000000002 0.095425000000000024 -0.17083999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 -3 7 14 10 -7 -4 -5 -9 24 16 -16 -1 -18 -19 -15 -14 -12 25 -22 -10 -17 27 28 29 -25
right_child=1 2 8 11 -6 9 -8 12 13 -11 21 -13 20 19 15 22 17 18 -20 -21 23 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00062888525593360713 0.0005942440674408609 0.00030853765917134479 0.00036183912402610111 0.00052689270158282205 0.00037953957459346078 0.00052846480973463489 0.00071795290126443526 0.00039042602837060315 0.00016675563999525754 0.0003031181103408022 8.6032976161169305e-05 0.00032735773206849221 0.00065804768915976553 0.00014272986566638105 0.00047130395174872276 0.00062800523532411008 0.00038878794769946933 0.0006692714716060895 0.00046857725869973792 -4.3785343324699475e-05 0.00042480264023384625 0.0002784156133694684 0.00049785046910399262 0.00071818138921962065 0.00027539455312494004 0.00057402524340356817 0.00052787176293573126 0.00052648551040395373 0.00050837329559331567 0.00058499280136685644
leaf_weight=794 76 231 64 34 48 81 84 23 88 26 23 61 43 28 38 183 21 46 20 21 20 20 42 25 33 197 173 117 52 409
leaf_count=794 76 231 64 34 48 81 84 23 88 26 23 61 43 28 38 183 21 46 20 21 20 20 42 25 33 197 173 117 52 409
internal_value=0 0.000325131 0.000291875 0.00058158 0.000589017 0.000360825 0.000593414 0.000588665 0.000207741 0.000473708 0.000286961 0.00039877 0.000559564 0.000157879 0.000607371 0.000580059 0.000621632 0.000555432 0.000608455 6.27948e-05 0.000564201 0.000175513 0.000589852 0.000559132 0.000196384 0.000600021 0.000562594 0.000572555 0.000583646 0.000592665
internal_weight=0 691 615 2430 2335 338 2287 2203 277 107 107 95 862 170 1341 460 881 87 66 49 839 43 422 796 121 380 776 603 486 434
internal_count=3121 691 615 2430 2335 338 2287 2203 277 107 107 95 862 170 1341 460 881 87 66 49 839 43 422 796 121 380 776 603 486 434
is_linear=0
shrinkage=0.00196078


Tree=7096
num_leaves=31
num_cat=0
split_feature=4 12 1375 14 43 49 3 43 3 3 1 151 10 3 15 50 15 12 1211 150 475 0 49 1 1429 51 0 13 149 1
split_gain=0.199302 0.0544993 0.0574714 0.0449392 0.0370584 0.0506229 0.0358088 0.0557069 0.0353821 0.0329519 0.0302917 0.0297856 0.0274662 0.0246796 0.0250818 0.0274043 0.0242615 0.0244788 0.0296328 0.0244048 0.033229 0.0667961 0.0700782 0.062281 0.0233374 0.0242175 0.0269882 0.0225519 0.0329033 0.0209056
threshold=0.27287000000000006 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.14321000000000003 -0.047929999999999993 -0.09225499999999999 0.30112000000000005 0.63141500000000017 0.13686500000000004 -0.086029999999999981 -0.15282499999999996 0.12745000000000004 0.024640000000000006 0.091755000000000017 -0.23060499999999998 0.087830000000000005 0.087635000000000005 0.11117000000000002 -0.085684999999999997 -0.087414999999999979 -0.0090649999999999984 0.089175000000000018 -0.060529999999999994 -0.085534999999999986 -0.13027499999999997 0.15641500000000003 0.07770500000000001 0.14804000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 -8 11 12 16 -6 -2 14 15 -13 -3 18 19 20 21 -18 -23 24 -22 -26 -27 28 29 -14
right_child=9 10 3 -5 5 -7 7 -9 -10 -11 -12 13 27 -15 -16 -17 17 -19 -20 -21 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0015705842214326065 -0.0010749478091505202 0.0077405245847157432 -0.0019154718156815286 0.007331443418349539 0.0009503324116979326 -0.00075368015196822268 0.0055936792396894868 0.0011617350419249346 0.0018093016932003332 -0.0023686356475809589 0.00044838212314061824 0.0045425155161692658 0.0017320827373454766 0.0079928794946602499 0.0072520300908945502 0.00063955359626561409 0.0030968410395351906 0.004071013648435178 0.0077498350277892319 0.0011964030796661974 0.0079017000918445938 0.0052794701280072338 0.013650740804150702 -0.00070974863536486582 0.001403261789717995 0.0072891099917653359 0.0045359623411992791 -0.0011473051394568757 0.0059524752923449421 0.0049546069042249166
leaf_weight=24 30 21 21 28 21 23 41 92 56 20 20 179 237 23 30 20 28 1380 32 20 22 20 20 22 23 38 565 20 23 22
leaf_count=24 30 21 21 28 21 23 41 92 56 20 20 179 237 23 30 20 28 1380 32 20 22 20 20 22 23 38 565 20 23 22
internal_value=0 0.00409963 0.00321653 0.00343168 0.00321588 0.00378194 0.00192205 0.00252797 0.00409902 0.00157342 0.00432251 0.0045687 0.0018109 0.00487023 0.0045566 0.00415026 0.00435787 0.00432513 0.00476904 0.0046432 0.00473661 0.00684288 0.00946511 0.00452284 0.00470049 0.00458799 0.00470946 0.00209757 0.0023277 0.00200581
internal_weight=0 2769 558 534 506 352 154 133 329 352 2211 273 332 252 229 199 2191 2170 790 758 738 68 40 670 648 626 603 302 282 259
internal_count=3121 2769 558 534 506 352 154 133 329 352 2211 273 332 252 229 199 2191 2170 790 758 738 68 40 670 648 626 603 302 282 259
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=31
num_cat=0
split_feature=1 2 0 9 0 1429 11 41 1429 50 3 16 2 3 42 2 2 12 4 12 151 2 43 4 3 52 0 482 1 0
split_gain=0.165984 0.0486091 0.0297984 0.0291682 0.029058 0.0468641 0.0463711 0.0472887 0.0344049 0.0342991 0.0351023 0.02563 0.0403137 0.058085 0.105708 0.0360445 0.0316008 0.0252468 0.024167 0.0493688 0.0240678 0.0238669 0.0264647 0.0342894 0.0297034 0.0223935 0.0369962 0.0425574 0.0791043 0.0338581
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.099965000000000012 -0.076579999999999995 0.086825000000000013 0.078065000000000009 0.079300000000000009 0.087700000000000014 0.089465000000000017 -0.078244999999999995 0.40020000000000006 0.086675000000000016 -0.080634999999999984 1.0000000180025095e-35 0.10045500000000002 -0.0091949999999999983 0.092355000000000007 -0.079164999999999985 0.096475000000000019 0.086470000000000005 0.15361500000000003 -0.073404999999999984 -0.059649999999999988 -0.11171999999999999 -0.23375999999999997 -0.10474999999999998 0.090355000000000005 0.15471500000000002 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 25 6 9 8 -8 20 11 17 12 13 14 -6 18 -15 -11 -14 -20 -1 22 -4 -24 -25 -2 -27 28 29 -28
right_child=3 2 21 -5 5 -7 7 -9 -10 10 -12 -13 15 16 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0041486052296719096 0.0041425893815946494 0.0017185907346011404 0.0045411794111239146 -0.0014061091640597267 0.0026048506920536359 0.0073240705586683288 0.0093783688082387951 0.0036759237884185637 0.0012534385166046297 0.0040305408977226098 0.0026580067558983423 0.0047695168210858743 0.004816060947711546 0.00057231258294295254 -0.0075534742574200203 -0.00034613388124853377 0.0048432716106375055 0.0086333797026712164 -0.00012819274152452883 0.0055578333988355912 0.0016014501244123831 0.0001076992347159169 0.0040661605583552866 -0.0017335779545828702 0.0024148067362451306 0.0031142413754343661 -0.0014872040024606467 0.0047505180905674307 -0.0051655443065101283 0.0018449573506877032
leaf_weight=1559 34 156 153 33 21 26 33 26 44 22 46 42 83 41 20 26 30 26 37 26 38 22 133 20 126 91 41 23 24 119
leaf_count=1559 34 156 153 33 21 26 33 26 44 22 46 42 83 41 20 26 30 26 37 26 38 22 133 20 126 91 41 23 24 119
internal_value=0 0.00369864 0.00291092 0.00142933 0.00392255 0.00320413 0.00411102 0.00686543 0.00401199 0.00294909 0.004632 0.00246383 0.00212285 0.000646387 -0.00235043 0.00308427 0.00237694 0.00652375 0.00369516 0.00221842 0.004088 0.00332062 0.00348425 0.00290464 0.00184653 0.00171117 0.00143376 0.000694992 0.000188052 0.000991091
internal_weight=0 2756 610 365 2146 446 1700 59 1641 420 94 326 284 112 41 172 71 48 146 63 1597 454 432 279 146 332 298 207 184 160
internal_count=3121 2756 610 365 2146 446 1700 59 1641 420 94 326 284 112 41 172 71 48 146 63 1597 454 432 279 146 332 298 207 184 160
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=31
num_cat=0
split_feature=1 2 454 3 12 4 13 43 484 51 15 16 4 15 16 0 1429 11 41 402 11 1213 2 1429 13 159 1 0 51 157
split_gain=0.134447 0.0393734 0.0288239 0.0248806 0.0331046 0.0241841 0.0252465 0.0575642 0.0246144 0.0247884 0.0300476 0.0274554 0.0402826 0.0297083 0.0258889 0.023537 0.0379599 0.0375606 0.0383039 0.0311419 0.0541984 0.0325132 0.0385162 0.0278679 0.0241572 0.0226485 0.0224506 0.0220161 0.0208472 0.0209386
threshold=0.11829500000000003 0.10252500000000002 -0.037229999999999992 0.30112000000000005 -0.42850999999999995 -0.50427999999999995 0.10935500000000002 -0.23229999999999998 0.10948000000000001 0.11917000000000001 0.024640000000000006 0.40020000000000006 0.19806500000000002 -0.07490999999999999 0.0073350000000000004 -0.076579999999999995 0.086825000000000013 0.078065000000000009 0.079300000000000009 0.091090000000000018 0.079300000000000009 -0.060974999999999994 -0.0091949999999999983 0.087700000000000014 -0.0093149999999999986 0.097885000000000014 0.13927000000000003 -0.069824999999999984 0.24916000000000002 -0.090569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 -2 -5 -4 8 -8 9 10 11 12 14 -13 -7 17 19 23 -19 20 21 -17 24 28 -23 26 -6 -15 29 -1
right_child=3 2 5 4 25 6 7 -9 -10 -11 -12 13 -14 27 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005897273379919488 0.0017900845554308911 -0.0010206543252847735 0.0054682179571940541 0.0024614453226711381 -0.00049223356499252002 0.0011182251009852328 0.0033419322880819955 -0.0035327486874025672 0.0060812891963657675 0.0051493954108524573 0.0041371906101757795 0.0066076210340146315 0.0028386914574143663 -0.00032915626070462167 -0.0020354230978733138 -0.00075400322489440447 0.0065916637710940378 0.0084405319609989725 0.0033083313735775078 0.0059393815972186908 -0.0021762544522061947 0.0024690567416005903 0.0034275566042147338 0.0011280947661196645 -0.0018544884801182588 0.0012201917824065526 -0.0050634037215440053 0.0033137380193014147 0.0005492292898928835 0.0036598571442628897
leaf_weight=43 266 21 31 34 22 94 29 21 22 37 86 22 111 21 36 25 26 33 26 27 24 28 292 44 24 22 21 79 21 1533
leaf_count=43 266 21 31 34 22 94 29 21 22 37 86 22 111 21 36 25 26 33 26 27 24 28 292 44 24 22 21 79 21 1533
internal_value=0 0.00332877 0.00261983 0.0012864 -6.6942e-05 0.00274963 0.0025986 0.000454566 0.00280962 0.00266152 0.00245651 0.00205833 0.00143955 0.00328066 0.000244907 0.00353029 0.00288372 0.00369992 0.00617888 0.00265418 0.00242848 0.00272797 0.00298102 0.00361079 0.000473574 -0.00138948 -0.00272467 0.00254873 0.0036792 0.0037209
internal_weight=0 2756 610 365 99 589 558 50 508 486 449 363 241 122 130 2146 446 1700 59 420 393 369 344 1641 52 65 43 100 1597 1576
internal_count=3121 2756 610 365 99 589 558 50 508 486 449 363 241 122 130 2146 446 1700 59 420 393 369 344 1641 52 65 43 100 1597 1576
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=31
num_cat=0
split_feature=4 2 15 123 52 159 1375 3 16 49 0 0 15 4 16 12 1213 43 150 1427 42 157 15 1213 484 52 400 15 15 52
split_gain=0.112549 0.0350609 0.02843 0.0333332 0.0275212 0.0402677 0.0271213 0.0267537 0.0303509 0.0351106 0.0283725 0.0423426 0.0361973 0.0260915 0.0271594 0.0241096 0.0227022 0.0321171 0.022171 0.024036 0.0451748 0.0287824 0.0256623 0.040111 0.0355782 0.042236 0.0371328 0.0332272 0.0349651 0.0376565
threshold=0.26450500000000005 0.17025000000000004 -0.14712999999999996 0.11021500000000002 0.039215000000000007 0.10620500000000001 -0.27302499999999996 -0.13309499999999996 -0.54656499999999986 -0.0087049999999999992 -0.11242999999999999 -0.15931499999999996 -0.47006499999999996 0.50194500000000009 -0.53943499999999989 0.15120000000000003 0.12389500000000002 -0.0098449999999999979 0.13361500000000004 1.0000000180025095e-35 0.088295000000000012 -0.081634999999999985 0.083195000000000005 0.104315 0.12364500000000002 0.5140450000000002 -0.081639999999999976 0.081070000000000017 0.040760000000000005 0.42957000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 -6 -4 13 -9 -10 11 -11 -12 14 -2 16 18 -18 19 22 21 -21 24 -24 25 26 -8 28 29 -28
right_child=4 -3 3 -5 5 -7 15 8 9 10 12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0044902441531079465 0.0031088139935390147 -0.00023191644118703675 -0.00014160848050205797 -0.00058794568971139735 0.0037358418127663344 -0.00046901801019885172 -0.00092716120777587444 0.0033709851056337361 -0.0033536261958943218 -0.00087273674658857865 0.0026231044389229893 0.0046408663565913845 -0.0018535822338890285 0.0052125587958884853 -0.0017531577777117491 -0.00017808706995666677 0.0067940448864530299 0.0030424294214357033 0.0060388644070674983 0.0045732785430219443 0.0020318168346027568 0.0095784070435911417 0.0033974680545971292 -0.0010197083155314127 0.0050497885014669135 -0.0011907318234443665 0.0025715513775992401 -0.0012470566667616369 0.0060797466558494403 0.0059039344651890657
leaf_weight=130 27 33 27 26 79 32 29 25 32 26 24 30 73 22 20 23 39 55 24 27 37 20 976 21 58 30 1089 21 31 35
leaf_count=130 27 33 27 26 79 32 29 25 32 26 24 30 73 22 20 23 39 55 24 27 37 20 976 21 58 30 1089 21 31 35
internal_value=0 0.00300786 0.00304749 0.00297445 0.00119182 0.00252363 0.00301089 0.000661963 0.00010065 -0.000341288 0.000288744 0.00208098 -0.000745948 0.00237031 0.00103989 0.00304473 0.00307448 0.00459895 0.00301472 0.00298414 0.00464552 0.00670312 0.0029232 0.00330443 0.00262925 0.00251557 0.00260785 0.00269502 0.00276669 0.00267532
internal_weight=0 2731 2698 2568 390 111 2542 279 210 185 153 56 97 69 47 2515 2492 94 2398 2374 84 47 2290 997 1293 1235 1205 1176 1155 1124
internal_count=3121 2731 2698 2568 390 111 2542 279 210 185 153 56 97 69 47 2515 2492 94 2398 2374 84 47 2290 997 1293 1235 1205 1176 1155 1124
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 12 4 47 2 0 47 4 14 49 13 4 1 2 0 1 4 15 0 0 150 160 48 1 1
split_gain=20.8999 2.46137 2.2372 1.2262 1.18921 0.951343 0.943652 0.592772 0.404462 0.366862 0.364255 0.31921 0.317394 0.296801 0.266234 0.250375 0.265594 0.248698 0.219305 0.197752 0.193968 0.182015 0.293497 0.193463 0.172756 0.157184 0.268704 0.201704 0.157129 0.155015
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.13604000000000002 0.090285000000000018 -0.17966999999999997 0.13082500000000002 0.13501500000000002 -0.23194499999999998 0.081320000000000017 0.033845000000000007 0.076175000000000007 -0.012034999999999999 -1.0000000180025095e-35 0.024790000000000003 0.10124500000000002 0.088555000000000009 -0.11242999999999999 0.16540500000000002 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.092404999999999973 0.091105000000000005 -0.011159999999999998 0.084670000000000009 0.11551000000000002 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 15 13 -6 20 12 -1 17 24 18 -2 28 -17 25 -4 -20 -7 23 -23 -12 -8 26 -9 -28 -3 -5
right_child=1 5 6 29 7 8 9 11 -10 -11 21 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010792441174733236 0.00056174473362226112 0.00047249151805373431 0.00093427889698380708 0.00050368894242188518 0.00088457872338267842 0.00023578821543799883 0.00096800728342757189 0.00048302171726747614 0.00049720771843784876 0.00064735268536865844 0.00095259754050928372 0.00076210276210675386 0.00076710907156099604 0.0010791017271368705 0.0008113544802709411 0.00067884317165375397 0.00044694455748892087 0.00046892828066020305 0.00071701619539855693 0.00088832216209720045 2.643476928271554e-05 0.00081957479625540503 0.00057822998176254386 0.00073261212378262195 0.00085678019220789773 0.00048138390688653938 0.0009032979461492276 0.00064138031001364311 0.00034794537609907474 0.0003119801205554003
leaf_weight=22 20 63 823 50 31 114 58 20 21 36 51 35 152 46 92 29 55 71 29 243 20 76 26 22 722 22 20 26 102 24
leaf_count=22 20 63 823 50 31 114 58 20 21 36 51 35 152 46 92 29 55 71 29 243 20 76 26 22 722 22 20 26 102 24
internal_value=0 0.000450724 0.000860529 0.000637374 0.000730207 0.000364791 0.000886605 0.00063281 0.000244193 0.000841575 0.000841447 0.000592579 0.000849078 0.000924808 0.000766781 0.000439863 0.000527005 0.000555262 0.000918326 0.000870058 0.000204541 0.000811552 0.000758056 0.000886301 0.000865051 0.000624917 0.000672762 0.000755258 0.000395499 0.000441513
internal_weight=0 590 2531 186 422 404 2109 225 155 968 197 194 932 1141 112 249 84 159 1095 272 134 175 102 73 780 88 66 46 165 74
internal_count=3121 590 2531 186 422 404 2109 225 155 968 197 194 932 1141 112 249 84 159 1095 272 134 175 102 73 780 88 66 46 165 74
is_linear=0
shrinkage=0.00196078


Tree=7101
num_leaves=31
num_cat=0
split_feature=1 3 2 4 1 2 47 14 2 123 16 43 0 49 2 4 49 1 12 157 159 150 0 1 475 49 49 2 2 48
split_gain=8.95354 1.54729 0.674809 0.657895 0.499458 0.40559 0.300095 0.292212 0.270522 0.315583 0.183579 0.18321 0.17969 0.258468 0.175624 0.165849 0.164073 0.154581 0.110148 0.115586 0.110064 0.0934367 0.103318 0.0857035 0.0845842 0.0826414 0.079748 0.0994494 0.074085 0.068094
threshold=0.104035 -0.059315 0.098630000000000009 0.27834500000000006 0.11690500000000002 -1.0000000180025095e-35 0.085505000000000012 0.062655000000000016 0.14285500000000004 1.0000000180025095e-35 -0.061854999999999993 -1.0000000180025095e-35 -0.11173999999999999 0.082865000000000008 0.31358000000000003 0.0082450000000000006 -0.054984999999999992 0.083135000000000014 0.090455000000000021 -0.07686999999999998 0.082585000000000006 1.0000000180025095e-35 -0.13843999999999998 0.13075500000000004 -0.082014999999999991 -0.054984999999999992 -0.072814999999999977 0.089125000000000024 0.11411 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 20 11 14 12 9 24 -8 -1 13 17 -6 18 -2 -7 -14 -20 21 22 -3 28 -4 -23 -19 -28 -5 -21
right_child=1 4 8 23 6 7 10 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 26 19 29 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00035458135772002333 0.00039172045052587206 0.00036425990913289063 0.00063601057675396751 0.00045477804095349843 0.00019914905529035498 0.00058952193216783323 0.00024716009233706916 0.00072660587181123189 0.0003660427725767598 0.00036485760308844415 0.00044937712200382511 0.00055270650894049514 0.00062619672522200873 0.00068024268754724023 2.0923616250085161e-05 0.00053055948392165438 0.00056849906782672707 0.00051476852625024084 0.00045818345669924822 0.00060327822586064188 0.00025725997359683144 0.00037632307132140909 0.00051500871475279695 0.00022548235841765026 0.00054232838359071585 0.00022740826464852815 0.00047136615961790085 0.00027582832666880945 0.00031247431662377551 0.00050368353474039985
leaf_weight=34 24 44 41 22 186 35 45 78 39 38 28 38 1034 35 24 96 127 25 24 460 38 38 29 24 385 23 20 20 39 28
leaf_count=34 24 44 41 22 186 35 45 78 39 38 28 38 1034 35 24 96 127 25 24 460 38 38 29 24 385 23 20 20 39 28
internal_value=0 0.000333895 0.000586844 0.000462728 0.000267072 0.000603538 0.000216426 0.000609142 0.000522889 0.000536072 0.000324723 0.000459147 0.000603986 0.000535221 0.00017878 0.00060964 0.000540402 0.000484464 0.00061455 0.00059103 0.000350403 0.000376816 0.000424146 0.000324743 0.000551345 0.000320175 0.000427894 0.000373597 0.000363797 0.000597564
internal_weight=0 691 2430 236 455 1927 283 1855 503 464 73 72 1777 135 210 1642 151 100 1546 512 172 134 73 85 426 61 65 40 61 488
internal_count=3121 691 2430 236 455 1927 283 1855 503 464 73 72 1777 135 210 1642 151 100 1546 512 172 134 73 85 426 61 65 40 61 488
is_linear=0
shrinkage=0.00196078


Tree=7102
num_leaves=31
num_cat=0
split_feature=1 3 0 1 12 4 14 3 12 0 1 160 3 9 2 49 16 160 160 0 2 2 43 0 42 1 4 12 0 0
split_gain=0.168816 0.0344109 0.0339619 0.0313795 0.0387269 0.0447274 0.0446378 0.04142 0.0370651 0.0306883 0.0464569 0.07025 0.02714 0.0249602 0.0239604 0.0576544 0.0427157 0.0480621 0.0396368 0.03414 0.0238106 0.0344447 0.0236165 0.024323 0.0234253 0.0229716 0.0283005 0.0307474 0.0220987 0.0216358
threshold=0.11146500000000002 -0.049509999999999992 0.034820000000000011 0.085760000000000017 0.087285000000000015 -0.27825499999999997 -0.10708499999999999 -0.096099999999999977 0.088305000000000008 -0.068604999999999985 0.081670000000000006 -0.081399999999999986 -0.14186499999999996 -0.090799999999999978 0.087675000000000017 -0.069799999999999987 -0.5224049999999999 0.050340000000000003 -0.059339999999999997 -0.084804999999999978 1.0000000180025095e-35 0.080205000000000012 0.022390000000000004 -0.033209999999999996 -0.080354999999999982 0.14173500000000003 -0.010655 -0.10022999999999999 0.062580000000000011 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 13 9 5 -5 -7 -8 -6 20 11 -11 -13 -3 19 -16 -17 18 -18 -9 -1 -22 23 -2 -14 26 -15 -28 -26 -27
right_child=1 2 -4 4 8 6 7 14 -10 10 -12 12 24 25 15 16 17 -19 -20 -21 21 -23 -24 -25 28 29 27 -29 -30 -31
leaf_value=0.0015337447480609021 0.0035297447774823645 0.0050449476978974422 -0.0022024593232199551 0.0054065611948460046 0.0073010463947071006 0.0064736390114336732 -0.001440815061725902 0.0051929881836457019 0.0037695187524970316 -0.0013524149265140295 0.007334060598164798 0.0068791306045438566 0.0054040138704098163 0.0044519648698435445 0.0043397695975417793 0.0029869425137910772 -0.00041752784978598361 0.0018950131445847178 -0.0067133042443310838 0.0018739930670511658 0.0082190536367504497 0.0043181785481430993 0.0062372909016197645 0.0007213555520866067 0.0031877717659679347 -0.0013644541062121233 0.0047559469783057771 0.00091599638428489251 0.0003862471612436431 0.0019479109073114215
leaf_weight=30 98 20 25 51 32 23 33 55 417 35 25 21 37 37 47 34 20 27 20 71 23 1430 21 45 144 49 24 159 35 33
leaf_count=30 98 20 25 51 32 23 33 55 417 35 25 21 37 37 47 34 20 27 20 71 23 1430 21 45 144 49 24 159 35 33
internal_value=0 0.00191219 0.00134804 0.00389976 0.00339198 0.00265045 0.00222451 0.00190617 0.00402121 0.00413653 0.0032087 0.00282953 0.00344712 0.0016237 0.00230928 0.00144645 0.000100047 -0.00136494 -0.00356542 0.00332276 0.00432235 0.00437993 0.00310585 0.00264599 0.00311346 0.00139712 0.00192959 0.0014196 0.00263999 -3.14292e-05
internal_weight=0 511 347 2610 830 381 330 307 449 1780 297 272 237 322 274 148 101 67 40 126 1483 1453 164 143 216 302 220 183 179 82
internal_count=3121 511 347 2610 830 381 330 307 449 1780 297 272 237 322 274 148 101 67 40 126 1483 1453 164 143 216 302 220 183 179 82
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 14 2 0 1 1 49 2 2 150 2 376 1 13 39 4 2 47 49 15 13 475 3 52
split_gain=10.6497 1.29713 1.10999 0.875433 0.748409 0.393305 0.322014 0.321792 0.300711 0.334549 0.299406 0.186366 0.176367 0.160726 0.183749 0.147225 0.123942 0.228224 0.102578 0.10212 0.101877 0.0974464 0.10851 0.0961579 0.0913113 0.0888435 0.123607 0.078799 0.0801241 0.200061
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.076975000000000002 0.14285500000000004 -0.13027499999999997 0.09253500000000002 0.089770000000000016 -0.012034999999999999 0.090050000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.11177500000000001 0.080200000000000007 0.16175000000000003 -0.10278499999999999 0.087880000000000014 -0.55119499999999988 0.088850000000000012 0.090280000000000013 -0.078034999999999979 -0.037864999999999989 -0.012549999999999997 -0.066784999999999983 -0.10831999999999999 -0.42058999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 7 20 16 11 9 15 -4 21 -2 14 -13 -6 17 -5 -7 -11 -3 -1 -23 -14 -12 26 -18 -21 29 -29
right_child=1 5 10 6 8 18 -8 -9 -10 19 24 13 23 -15 -16 -17 25 -19 -20 27 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00078787995293178655 0.00039514212595189319 0.00035143006903810272 0.00058947588027602081 0.00054747193930594911 0.00053180439443345745 0.00019427274364857674 0.00022197993981643775 0.00077997626783021909 0.00040291313656974284 0.00046597291660659454 0.00043695985663478465 0.0004835052545217269 0.00068109707247289691 0.00047979793952286002 0.00063828914411434025 0.00032806659665177845 0.0002985382640630158 0.00030977680329598631 5.6776989908779371e-05 0.00067014820968266042 0.00023032620047758542 0.00066909117718089519 0.00063434989501378019 0.00054976741523255846 0.00030190402762697474 0.00023581700220225965 0.00049911454584306914 0.00065365770886487823 0.00061040661183516367 0.00040539929174100291
leaf_weight=22 20 96 34 41 30 126 58 75 39 20 38 33 34 34 277 25 27 25 25 68 37 948 544 58 39 22 21 24 255 26
leaf_count=22 20 96 34 41 30 126 58 75 39 20 38 33 34 34 277 25 27 25 25 68 37 948 544 58 39 22 21 24 255 26
internal_value=0 0.000335423 0.000627955 0.000423994 0.000636749 0.00023999 0.000344307 0.000654057 0.000568051 0.000582427 0.000436224 0.000648974 0.000562024 0.000607776 0.000621812 0.000439196 0.000396476 0.000457436 0.000171509 0.000602472 0.00031774 0.000658334 0.000656424 0.000598302 0.000368555 0.000338999 0.00038629 0.000609791 0.000596334 0.000524563
internal_weight=0 590 2531 306 2420 284 194 1933 487 448 111 1858 112 344 310 55 136 66 151 393 133 1514 1492 92 77 70 48 373 305 50
internal_count=3121 590 2531 306 2420 284 194 1933 487 448 111 1858 112 344 310 55 136 66 151 393 133 1514 1492 92 77 70 48 373 305 50
is_linear=0
shrinkage=0.00196078


Tree=7104
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 4 1 16 2 1 47 0 4 150 50 0 0 4 49 457 43 475 3 160 47 157 13 0
split_gain=11.3327 1.44607 1.1503 0.790677 0.766759 0.628984 0.357713 0.357538 0.288944 0.282408 0.261815 0.233904 0.205228 0.21547 0.177122 0.208793 0.153574 0.139359 0.135373 0.146939 0.132248 0.127796 0.101968 0.0908383 0.0872938 0.130507 0.0858307 0.083354 0.117622 0.0822398
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.098630000000000009 0.27834500000000006 0.14753000000000002 0.076175000000000007 0.40945500000000007 0.077845000000000011 -0.5335399999999999 0.14285500000000004 0.12656000000000003 0.090100000000000013 -0.062294999999999996 0.00063500000000000004 0.09487000000000001 0.041865000000000006 -0.11173999999999999 -0.079119999999999982 -0.55119499999999988 -0.012034999999999999 0.080930000000000016 -0.080324999999999994 -0.076304999999999984 -0.097174999999999984 -0.016279999999999996 0.090280000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15090499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 20 7 14 12 -4 -5 21 -9 27 -14 17 29 -7 -1 -19 -20 -2 23 -10 -11 25 -21 -22 -3 -29 -16
right_child=1 5 8 9 -6 16 -8 11 22 10 -12 -13 13 -15 15 -17 -18 18 19 24 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00058587778922940172 0.00045434000664481931 0.00023306446309948389 0.00063227975391456719 0.00040523898813883962 0.00034163714782964137 0.00010788971706737879 0.0008164650037545152 0.00035175568693892548 0.00044576712262198631 0.00069540454566388826 0.0004534067503654699 0.000191414677556907 0.00058815650676292258 0.00033911814906513205 0.00076445852889415414 0.00047146202057224364 0.00029104005502503548 0.00070069651610870298 0.00081864027054258642 0.00045484310636917749 0.00070848647749960217 0.00046748529505623759 0.00029417741800250567 0.00061597350899821187 0.00066481530529829687 0.00063893723967643713 0.00058440941866383996 0.00032704248334522598 0.00049087112580520516 0.0006389960953038492
leaf_weight=52 20 21 28 28 74 75 74 61 59 65 39 82 34 22 22 28 23 1077 21 20 34 20 24 373 313 57 58 63 23 231
leaf_count=52 20 21 28 28 74 75 74 61 59 65 39 82 34 22 22 28 23 1077 21 20 34 20 24 373 313 57 58 63 23 231
internal_value=0 0.000353452 0.000655219 0.000664171 0.000496517 0.000287586 0.000682827 0.00033137 0.000460039 0.000596836 0.00060763 0.000259812 0.000394147 0.00049032 0.000677396 0.000632125 0.000150874 0.000685656 0.000689143 0.000658868 0.000598849 0.000620762 0.000401934 0.000627761 0.000650265 0.000591121 0.000630264 0.000343814 0.000370857 0.000649906
internal_weight=0 590 2531 2420 186 404 1895 306 111 525 497 143 163 56 1821 281 98 1540 1488 411 112 458 83 438 390 77 92 107 86 253
internal_count=3121 590 2531 2420 186 404 1895 306 111 525 497 143 163 56 1821 281 98 1540 1488 411 112 458 83 438 390 77 92 107 86 253
is_linear=0
shrinkage=0.00196078


Tree=7105
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 14 2 47 4 1 4 2 2 4 1 0 3 47 160 475 131 2 0 457 12 15 131 157 3 12
split_gain=18.2639 3.23802 1.92931 1.78028 1.07654 0.802859 0.747912 0.690661 0.644386 0.448027 0.44782 0.398921 0.388353 0.369709 0.209805 0.179468 0.153917 0.149239 0.147718 0.143497 0.142153 0.146418 0.137171 0.138253 0.136327 0.117219 0.106625 0.103167 0.113447 0.168286
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.062655000000000016 0.13501500000000002 0.13082500000000002 0.27834500000000006 0.09253500000000002 0.40473500000000007 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.085345000000000018 -0.23001499999999997 -0.049509999999999992 0.090100000000000013 -0.067824999999999983 -0.08230999999999998 0.082750000000000004 0.31358000000000003 -0.23091999999999999 0.083415000000000017 0.08401500000000002 0.095175000000000023 0.09031500000000002 -0.41266499999999995 -0.11171999999999999 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 17 6 8 12 11 -5 -6 14 13 -4 -1 -13 -15 22 -18 -17 21 -14 -3 -24 -16 -7 -2 -21 29 -29
right_child=1 2 7 9 10 25 -8 -9 -10 -11 -12 15 20 16 24 19 18 -19 -20 27 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00087782501045041814 0.0008971767418569749 0.00055052378274896897 0.00048698367716724878 0.00074397222973586778 0.000765418079269583 0.001081667494826788 0.00058827737690211315 0.00054632079549169312 0.00050178952481923038 0.00046308016639809945 0.00048469415336262943 0.00064214161032920367 0.00017615043258417649 0.00041675309431465229 0.00074563365208387853 0.00089314924577714016 0.00036674694364227835 0.00056557632889764613 0.00017607821327041715 0.00091941412590464957 0.00031205629998379769 -1.798252629883149e-05 0.00042911137323774375 0.00028625754399827735 0.00084031545503442323 0.00092987525244440775 0.00073917629379852145 0.0006272977803434644 0.00080597733034133375 0.00082403288642857587
leaf_weight=881 52 28 39 34 74 53 48 37 22 61 31 25 59 20 69 74 21 33 61 28 20 20 140 32 383 31 24 35 654 32
leaf_count=881 52 28 39 34 74 53 48 37 22 61 31 25 59 20 69 74 21 33 61 28 20 20 140 32 383 31 24 35 654 32
internal_value=0 0.000465459 0.000418275 0.000826729 0.000517695 0.000837434 0.00083041 0.000296961 0.000835686 0.00056361 0.000682538 0.000839054 0.000258518 0.000324609 0.000860205 0.000805806 0.000262525 0.00044341 0.000224908 0.000810778 0.000164387 0.000127003 0.000423252 0.000402534 0.000825862 0.00102565 0.000847282 0.00080264 0.000798105 0.000721261
internal_weight=0 691 615 2430 338 2335 2251 277 2203 95 105 2181 240 141 1333 848 102 233 82 823 99 79 200 172 452 84 76 749 721 67
internal_count=3121 691 615 2430 338 2335 2251 277 2203 95 105 2181 240 141 1333 848 102 233 82 823 99 79 200 172 452 84 76 749 721 67
is_linear=0
shrinkage=0.00196078


Tree=7106
num_leaves=31
num_cat=0
split_feature=1 12 3 49 4 475 1 2 0 12 1 13 15 456 150 31 39 131 2 150 0 15 133 2 1454 483 474 3 4 402
split_gain=0.285053 0.0489007 0.0465222 0.0462216 0.0409333 0.0601502 0.0452586 0.0312389 0.0303926 0.0302367 0.029458 0.0346506 0.0280899 0.0261478 0.025514 0.0292614 0.0335974 0.0326467 0.0292614 0.02478 0.0247742 0.0239849 0.0234603 0.0398386 0.0364912 0.0409996 0.0266951 0.0228739 0.0300848 0.0209572
threshold=0.11146500000000002 0.078300000000000008 -0.049509999999999992 -0.088694999999999982 -0.17966999999999997 -0.074744999999999992 0.095950000000000021 0.12198500000000001 0.034820000000000011 0.087830000000000005 0.089875000000000024 -0.11122999999999998 -0.41942499999999994 0.091580000000000009 0.116995 -0.018414999999999997 0.095830000000000012 0.094300000000000009 0.11237500000000002 0.091105000000000005 -0.074824999999999989 -0.41942499999999994 0.087985000000000022 0.091185000000000002 0.083800000000000013 -0.091839999999999991 0.085860000000000006 0.16158000000000003 -0.008819999999999998 0.2506000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 -5 -6 19 21 14 10 11 -3 -9 29 15 -4 17 27 -18 -7 -20 -2 23 24 25 -13 -27 28 -17 -11
right_child=2 9 8 4 5 6 -8 12 -10 13 -12 22 -14 -15 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0073369674950134302 0.0017402147012762726 0.0087855456942101794 -0.00021851287569410894 0.005970806448956101 -0.00051970973008257505 0.0054062815344518731 0.0026272299320244082 0.0043895162215145927 -0.0014479629769921303 0.005059795403087171 0.0024690914861857892 0.010397344531624445 -0.00031237738137995758 0.0083371537756950897 -0.00065785708580294567 0.0075469496566802274 0.0038636993691325188 0.0072735811045969885 -0.0029469794947155088 0.0016688597714528443 0.00153133989777416 0.0055574722878474706 0.0047020877027156918 0.0096400365652516487 0.0019986387377645336 0.0060723629134052381 0.0029948290437459947 0.0017068461105868599 0.0031560861690438841 0.0020143423987420924
leaf_weight=44 20 41 36 81 34 157 151 24 25 1286 25 21 27 24 29 20 25 21 21 20 30 93 154 30 23 466 30 69 71 23
leaf_count=44 20 41 36 81 34 157 151 24 25 1286 25 21 27 24 29 20 25 21 21 20 30 93 154 30 23 466 30 69 71 23
internal_value=0 0.00514947 0.00256674 0.00424572 0.00393869 0.00348399 0.00389901 0.00395465 0.00191078 0.00535679 0.00584701 0.0059574 0.00190028 0.00506626 0.00217155 0.0024516 0.00282562 0.00356651 0.00106113 0.00498397 -0.000312674 0.00488185 0.00579724 0.00609312 0.00589607 0.00606946 0.00588622 0.00307996 0.00412111 0.00500628
internal_weight=0 2610 511 487 443 362 328 164 347 2123 790 765 51 1333 322 293 257 181 76 177 51 113 724 570 540 517 496 160 91 1309
internal_count=3121 2610 511 487 443 362 328 164 347 2123 790 765 51 1333 322 293 257 181 76 177 51 113 724 570 540 517 496 160 91 1309
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 1 4 2 14 2 12 2 12 123 1 12 3 49 0 457 4 13 1 1 1 1 3 15 1 15
split_gain=18.6711 2.44705 1.8677 1.28128 1.0344 0.938988 0.825673 0.578644 0.537379 0.520619 0.514866 0.466879 0.318754 0.312846 0.322546 0.295835 0.32753 0.280745 0.268418 0.253494 0.23842 0.223595 0.221201 0.277911 0.200965 0.182653 0.172593 0.130522 0.126465 0.126465
threshold=0.10752500000000002 -0.059315 -0.065819999999999976 0.27834500000000006 0.14285500000000004 0.10089500000000001 0.36766000000000004 -1.0000000180025095e-35 0.076175000000000007 0.13093500000000002 1.0000000180025095e-35 0.10803500000000001 0.090285000000000018 1.0000000180025095e-35 0.077845000000000011 -1.0000000180025095e-35 0.11658 -0.012034999999999999 -0.13027499999999997 0.093680000000000013 0.033845000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.084785000000000013 0.12958500000000003 0.16175000000000003 0.12745000000000004 -0.088749999999999982 0.12000500000000001 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 17 7 9 8 28 10 13 -1 24 18 19 -15 -7 -17 -2 -12 22 -14 -13 27 -24 -9 -6 -23 -4 -3 -29
right_child=1 4 5 -5 25 15 -8 11 -10 -11 12 21 20 14 -16 16 -18 -19 -20 -21 -22 26 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00059895139589321385 0.00054855883924984463 0.00040712766860416001 0.00085357576608657837 0.00042661553981124652 0.00023226317385648888 0.00044329012063991168 0.0004938696045428514 0.00078755488184259113 0.0010350880964039677 0.0005536200757490739 0.00067893492708019176 0.00036440699656164094 0.00084266246797082343 0.00083492512436833673 0.00055574523133596759 0.00080952926413865476 0.00048830898832736213 0.00080488065046473427 0.00088448983862619845 0.00059762833895636537 0.00074913005729233589 0.00043339958224696782 0.0010175893996276107 0.00082826374199485508 0.00051598106383108624 2.9180304127302713e-05 0.00063762025932920469 0.00067074437240961034 0.00024091706639265035 0.00081627180086692912
leaf_weight=30 20 24 48 74 90 49 24 22 65 41 25 94 676 26 41 26 23 92 1060 20 124 41 40 117 20 21 26 58 66 38
leaf_count=30 20 24 48 74 90 49 24 22 65 41 25 94 676 26 41 26 23 92 1060 20 124 41 40 117 20 21 26 58 66 38
internal_value=0 0.000440721 0.000828058 0.000626827 0.000355039 0.00072419 0.000855373 0.000416106 0.000859754 0.000763749 0.000853803 0.000474126 0.000857859 0.000785953 0.000664084 0.000551021 0.000658752 0.000759109 0.000879754 0.00081139 0.000828165 0.000426098 0.000825593 0.0008765 0.000658234 0.000193842 0.000512649 0.000770091 0.00028524 0.000728349
internal_weight=0 590 2531 186 404 527 2004 293 1980 429 1915 203 1885 388 67 98 49 112 1085 321 800 161 301 157 42 111 67 144 90 96
internal_count=3121 590 2531 186 404 527 2004 293 1980 429 1915 203 1885 388 67 98 49 112 1085 321 800 161 301 157 42 111 67 144 90 96
is_linear=0
shrinkage=0.00196078


Tree=7108
num_leaves=31
num_cat=0
split_feature=1 12 3 44 2 12 4 155 4 12 4 16 2 30 0 484 3 3 0 1203 1213 1443 481 130 12 16 1209 1446 4 43
split_gain=0.298016 0.0503821 0.0499306 0.0461447 0.0541492 0.0728491 0.0448369 0.0366459 0.0344943 0.0321543 0.0316509 0.0402406 0.0296014 0.05646 0.0391354 0.0300941 0.0373165 0.0353409 0.0290093 0.0405809 0.0429778 0.0316321 0.0364658 0.0311985 0.028872 0.0296801 0.0288122 0.0316318 0.0351736 0.0557796
threshold=0.11146500000000002 0.078300000000000008 0.31534000000000006 1.0000000180025095e-35 0.11362000000000001 -0.042789999999999988 -0.062539999999999984 0.10158500000000002 0.053180000000000012 -0.42850999999999995 -0.0047449999999999992 -0.0064149999999999997 1.0000000180025095e-35 0.087020000000000014 0.024095000000000002 -0.070054999999999992 0.076840000000000006 0.149315 -0.082974999999999979 0.087970000000000007 0.104315 1.0000000180025095e-35 -0.081539999999999987 0.098730000000000026 -1.0000000180025095e-35 0.062650000000000025 -0.077594999999999983 0.088500000000000009 0.0082450000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 6 -6 24 12 18 -4 -8 -12 13 14 -2 -14 -17 -18 19 20 23 22 -20 26 -1 -26 -3 28 29 -28
right_child=2 8 9 -5 5 -7 10 -9 -10 -11 11 -13 15 -15 -16 16 17 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0031765203823202423 0.0058665072369022356 0.0088298608514699433 0.0029065020848065616 0.0081641389685682946 0.0051922502175260057 -0.001934056643221993 0.0022808192056127945 0.0072732755402103071 0.0043741103831858022 -0.0010054541059071199 0.0039367393901212945 0.0082024313921395409 -0.0014336136768438989 0.00072490611334016168 0.0012036868032406678 0.0015095426395419055 0.0061904287947812881 0.0020607750932686033 0.0084922607910508912 0.010196079103195151 0.0026516486400444258 0.0022662011235404541 0.0052475175780846437 0.0095000338380207099 0.0092201001449104623 0.0056270906177405136 0.0059078522333425292 0.0083145863500100614 0.0089849973397870229 0.0033443041970116099
leaf_weight=28 99 34 34 30 26 32 92 20 244 55 148 26 21 41 22 136 43 40 36 23 38 34 914 26 34 71 595 49 31 99
leaf_count=28 99 34 34 30 26 32 92 20 244 55 148 26 21 41 22 136 43 40 36 23 38 34 914 26 34 71 595 49 31 99
internal_value=0 0.00528226 0.00264146 0.00436492 0.00411552 0.00126049 0.00453054 0.00309541 0.00549269 0.000489001 0.00378096 0.00457414 0.00288756 0.00393202 0.00501872 0.00218255 0.0025293 0.00420023 0.00563795 0.00604994 0.00594058 0.00526321 0.00537048 0.00609044 0.00602969 0.00679054 0.00598072 0.00585557 0.00568937 0.00554216
internal_weight=0 2610 511 487 457 58 399 422 2123 89 266 174 402 162 121 240 219 83 1879 895 872 984 950 834 133 105 808 774 725 694
internal_count=3121 2610 511 487 457 58 399 422 2123 89 266 174 402 162 121 240 219 83 1879 895 872 984 950 834 133 105 808 774 725 694
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 123 3 2 14 12 47 4 3 12 47 47 156 3 0 16 49 1 16 3 0 16
split_gain=14.3549 1.7617 1.54135 0.940999 0.86818 0.572545 0.542708 0.470645 0.447438 0.346277 0.317217 0.29737 0.289903 0.274192 0.257721 0.241909 0.21898 0.185977 0.180717 0.16332 0.155089 0.167004 0.143604 0.191232 0.136824 0.156903 0.147389 0.134204 0.100111 0.103439
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.091545000000000015 0.40124500000000002 -0.17966999999999997 0.088205000000000019 -0.11171999999999999 0.13754500000000003 0.076175000000000007 0.13597000000000004 0.077555000000000013 0.033845000000000007 0.149315 -1.0000000180025095e-35 0.091680000000000011 0.091680000000000011 0.092385000000000009 0.092670000000000016 -0.11173999999999999 -0.43320999999999993 -0.063424999999999981 0.10124500000000002 -0.088909999999999989 -0.10115999999999999 -0.11242999999999999 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 11 12 19 -6 16 -1 17 22 15 20 28 -7 -3 24 -5 21 -12 23 -4 25 -10 -26 -17 -8 -30
right_child=1 5 6 7 8 9 13 -9 18 -11 14 -13 -14 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00050856501291060704 0.00041730690715416206 0.0002512809871504568 0.00077448789061618456 0.00080026274566111666 0.00076248579937703801 0.00062502182577280139 0.00088457727403033011 0.00042369494767528358 0.00062761595078015305 0.00022415356714031496 0.00072251778380292447 0.00016295918657602984 0.00094128711322181155 0.00056368696361465507 0.00090015002836783722 0.00051020288949503608 0.0003741945396514906 0.00041899727952426376 0.0006282313602548246 0.00063363466800904933 0.00087141357800539791 0.0005687273004423587 0.00078738262371340795 0.00053780835754925916 0.00049993209712714337 0.00041883628742367613 0.00032330696352103388 0.00068329103152013734 0.00077095773874544628 0.00072083089700855022
leaf_weight=26 181 73 35 42 28 32 20 29 31 21 121 101 46 39 32 20 23 39 31 49 20 35 1166 21 34 25 39 124 291 347
leaf_count=26 181 73 35 42 28 32 20 29 31 21 121 101 46 39 32 20 23 39 31 49 20 35 1166 21 34 25 39 124 291 347
internal_value=0 0.000401587 0.000741216 0.000506574 0.000633043 0.000292241 0.000762861 0.000641219 0.000533821 0.000438347 0.00071276 0.000240109 0.000788477 0.000724238 0.000738285 0.000732046 0.00052013 0.000309682 0.000493805 0.00071054 0.000708854 0.000688014 0.000782724 0.000685733 0.000461501 0.000534411 0.000405571 0.000659251 0.000747977 0.000743694
internal_weight=0 590 2531 301 422 289 2109 120 188 76 234 213 1268 841 208 802 55 112 160 91 176 156 1222 56 129 56 73 144 658 638
internal_count=3121 590 2531 301 422 289 2109 120 188 76 234 213 1268 841 208 802 55 112 160 91 176 156 1222 56 129 56 73 144 658 638
is_linear=0
shrinkage=0.00196078


Tree=7110
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 4 2 14 2 15 52 1 124 49 47 50 2 39 14 50 475 16 3 16 1 1
split_gain=13.9954 1.72642 1.44836 0.958324 0.7894 0.628584 0.613699 0.437537 0.436571 0.328296 0.284479 0.237999 0.229554 0.219265 0.208384 0.224257 0.20655 0.20469 0.1973 0.159146 0.15359 0.152311 0.144032 0.139796 0.137259 0.217912 0.136515 0.163323 0.121656 0.117002
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.095330000000000012 -1.0000000180025095e-35 -0.17966999999999997 0.057560000000000007 0.11389000000000002 0.076175000000000007 0.10803500000000001 0.13592500000000005 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.012034999999999999 0.077555000000000013 0.041865000000000006 0.088850000000000012 0.098220000000000016 0.062655000000000016 0.11219500000000002 -0.029109999999999997 -0.039889999999999988 -0.13309499999999996 -0.066924999999999985 0.12958500000000003 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 7 11 -3 -6 13 18 20 28 26 15 16 -10 -2 22 -7 -4 23 24 -14 -1 -26 -8 -28 -9 -5
right_child=1 5 6 29 8 19 9 12 14 -11 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00053997956699066861 0.00048788968802374955 0.00025879015554729765 0.00078209499653442106 0.00043413691427193437 0.0007586994247526682 0.00015826135318438417 0.00082389196308673318 0.00065275255703564844 0.00043044786787671009 0.00058346830217566 0.00049122760948889393 0.00091026008632663494 0.0003899061639399079 0.00052127347759951175 0.00066600397515469145 0.00039002798959085521 0.00065366724525355968 0.00070675568907614553 0.00086479389058360728 0.00033356572724710224 0.00073991105302016334 0.00025500711905800436 0.0008566213866659239 0.00056763666371504467 0.00062293028951452656 0.00077997330064867056 0.00075953857177287799 0.00067799262315181984 0.00044145491193322569 0.0002675839701326552
leaf_weight=23 20 90 1037 50 28 85 49 22 30 84 22 47 114 21 23 73 34 92 33 26 488 27 20 20 66 70 169 214 20 24
leaf_count=23 20 90 1037 50 28 85 49 22 30 84 22 47 114 21 23 73 34 92 33 26 488 27 20 20 66 70 169 214 20 24
internal_value=0 0.000396951 0.000732301 0.00055327 0.000627442 0.000324982 0.000753282 0.000372587 0.000532829 0.000696054 0.000703456 0.000772832 0.000423039 0.000716931 0.000493302 0.000464308 0.000549033 0.000667672 0.00072548 0.000199324 0.000768596 0.000389362 0.000699796 0.000416433 0.00068007 0.000703761 0.000726442 0.000713975 0.000552135 0.00038012
internal_weight=0 590 2531 186 422 404 2109 293 188 537 234 1572 203 453 160 137 64 112 212 111 1525 161 179 134 159 136 432 383 42 74
internal_count=3121 590 2531 186 422 404 2109 293 188 537 234 1572 203 453 160 137 64 112 212 111 1525 161 179 134 159 136 432 383 42 74
is_linear=0
shrinkage=0.00196078


Tree=7111
num_leaves=31
num_cat=0
split_feature=1 12 3 44 2 15 4 39 2 4 52 156 15 0 4 16 12 52 0 1203 1213 48 52 160 0 12 1 49 16 16
split_gain=0.361979 0.0606318 0.0536042 0.0464983 0.0524083 0.0648121 0.0436802 0.0383317 0.0396219 0.0351286 0.032903 0.032333 0.0412701 0.0541178 0.0303378 0.0360166 0.0288429 0.0277385 0.0275348 0.0334999 0.0347904 0.0333246 0.039344 0.0380509 0.0467436 0.0346876 0.0319551 0.0295925 0.0288207 0.038129
threshold=0.11146500000000002 0.078300000000000008 0.31534000000000006 1.0000000180025095e-35 0.11362000000000001 -0.03241999999999999 -0.062539999999999984 0.087880000000000014 1.0000000180025095e-35 0.053180000000000012 0.048770000000000008 0.10272000000000002 -0.0088349999999999974 -0.061629999999999997 -0.0060199999999999993 -0.0064149999999999997 -1.0000000180025095e-35 0.048520000000000008 -0.082974999999999979 0.088310000000000013 0.104315 0.09111000000000001 -0.016329999999999997 -0.54200499999999985 -0.082724999999999979 0.086345000000000019 0.094825000000000007 0.11560500000000001 -0.081414999999999987 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 6 -6 16 8 -2 18 -4 12 13 -10 -8 17 -1 -16 19 20 26 23 -23 -20 -25 28 27 -3 -26 -30
right_child=2 9 10 -5 5 -7 14 -9 11 -11 -12 -13 -14 -15 15 -17 -18 -19 21 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0036508662426578149 0.005639616354960496 0.0069003504447778434 -0.00071002090443742644 0.0086787159205414365 0.0047154201141727924 -0.0020347576471976938 0.0027110833239497711 0.0021544355746444979 0.0043511493029654959 0.0049733303356930027 0.0032968052619253285 0.0065572103582477829 -0.0013917312110689555 -0.001147601528050886 0.0037525904926423537 0.0083791348703757488 0.0072630625699336331 0.0070969683598847162 0.0098737217113375672 0.010696801114827396 0.0035982702344067789 0.0063166098588576108 0.00095944809245652172 0.0011381565383635462 0.011223137706983835 0.0058134807258274947 0.0028403668930487977 0.0034716002213267178 0.0039611852900297553 0.0087146040450574638
leaf_weight=28 107 790 57 30 33 25 84 151 96 244 32 24 22 22 124 27 105 31 25 20 38 26 29 20 20 792 21 26 27 45
leaf_count=28 107 790 57 30 33 25 84 151 96 244 32 24 22 22 124 27 105 31 25 20 38 26 29 20 20 792 21 26 27 45
internal_value=0 0.0058713 0.00296087 0.00486497 0.00461462 0.00180586 0.00502291 0.00343122 0.00414265 0.00610215 0.000730636 0.00316596 0.00258461 0.00332596 0.00428306 0.00500859 0.0065026 0.00442147 0.00624873 0.00665012 0.00655762 0.00588365 0.00349192 0.00602525 0.00591882 0.00602698 0.00669198 0.0067911 0.00786491 0.00693207
internal_weight=0 2610 511 487 457 58 399 422 271 2123 89 164 140 118 266 182 133 155 1879 895 875 984 55 929 904 884 837 816 92 72
internal_count=3121 2610 511 487 457 58 399 422 271 2123 89 164 140 118 266 182 133 155 1879 895 875 984 55 929 904 884 837 816 92 72
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=31
num_cat=0
split_feature=4 2 12 149 150 49 2 10 14 47 3 1 4 13 3 42 157 39 0 31 15 12 12 1446 11 399 0 4 130 12
split_gain=0.296061 0.0943728 0.0594832 0.0531945 0.0465214 0.0545687 0.0510646 0.0380436 0.0334036 0.034287 0.0367791 0.0318679 0.0380129 0.0270465 0.0266141 0.0260268 0.0256508 0.0262957 0.025524 0.0272014 0.0252865 0.0246307 0.0473172 0.0438418 0.0342236 0.0320668 0.0313702 0.0297342 0.0301381 0.0296907
threshold=0.36766000000000004 0.13404500000000005 1.0000000180025095e-35 0.07770500000000001 0.091105000000000005 -0.061079999999999988 -0.0091949999999999983 -0.079859999999999987 0.062655000000000016 0.07813500000000001 0.11296500000000002 0.10060500000000001 -0.008819999999999998 0.05868000000000001 0.149315 0.094935000000000005 -0.080299999999999996 0.10076500000000001 -0.070154999999999981 -0.079764999999999989 -0.085319999999999993 0.092550000000000007 0.092355000000000007 0.10573500000000001 1.0000000180025095e-35 0.10054500000000001 -0.11437499999999999 -0.14098499999999997 0.11247000000000001 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 18 -2 9 10 11 16 -13 14 15 -3 -8 20 -1 -20 -18 22 24 25 26 -23 -4 -28 29 -29
right_child=3 13 21 -5 5 -7 8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0051042394568434077 -0.0012821396478475671 0.0071750622310598079 0.0027551021751653602 0.0062652272176583887 0.0041459638942379154 -0.001976554403275562 0.0023410211793025554 0.0020655188224063333 0.0084204875559000109 0.0067295572775651936 0.0012597271432990538 0.0048257895186543465 -0.0008024766063317656 -0.00021036390244262294 0.0012656220929691186 0.0029467305571243569 0.0049850253829861 0.0028268324899608675 0.0032076482653210408 -0.0015575691313563806 0.0078470229150050079 0.0050890409265223497 0.010293204477056861 0.00058785378489465941 0.0075925810779393704 0.0084239578573033214 0.0020289715083146639 0.0058719830786120612 0.0018889726023189725 0.002163859391161664
leaf_weight=21 39 24 38 27 37 24 23 262 29 77 34 30 20 28 39 37 58 23 25 23 66 741 23 21 91 30 22 1167 20 22
leaf_count=21 39 24 38 27 37 24 23 262 29 77 34 30 20 28 39 37 58 23 25 23 66 741 23 21 91 30 22 1167 20 22
internal_value=0 0.00518907 0.00531646 0.00201318 0.0043211 0.0017371 0.00468852 0.00163177 0.00516617 0.00488105 0.00432067 0.00479373 0.00257448 0.00253672 0.0033059 0.00461034 0.00544644 0.00593233 0.00219647 0.000924315 0.00650835 0.0055407 0.00579536 0.00509601 0.0057193 0.0052188 0.00558496 0.00567232 0.00573862 0.00580337
internal_weight=0 2793 2665 328 490 61 429 301 360 331 254 220 50 128 100 61 170 147 69 48 124 2175 1383 792 1360 771 1269 1231 1209 1189
internal_count=3121 2793 2665 328 490 61 429 301 360 331 254 220 50 128 100 61 170 147 69 48 124 2175 1383 792 1360 771 1269 1231 1209 1189
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 0 4 47 376 402 3 0 10 15 2 13 43 15 1 52 455 1 1429 0 1455 51 13 2 157 51
split_gain=0.247596 0.0628629 0.0351066 0.0392894 0.0385527 0.0333104 0.0317943 0.0309104 0.0377352 0.0355384 0.0320137 0.0315397 0.0459142 0.0392369 0.026674 0.0265685 0.02246 0.0404464 0.0223222 0.0221985 0.0212542 0.0213727 0.0549056 0.0520114 0.0352064 0.0337871 0.0432777 0.0309152 0.0636382 0.0600163
threshold=0.11829500000000003 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.13843999999999998 0.42642000000000008 0.085505000000000012 0.080200000000000007 0.09388500000000001 -0.010424999999999999 -0.10474999999999998 -0.0069899999999999988 -0.14147499999999996 0.15361500000000003 -0.13710499999999998 -0.23229999999999998 -0.45963999999999994 0.14754500000000001 -0.090859999999999982 0.08729000000000002 0.080270000000000022 0.084770000000000012 -0.15350499999999997 0.10563500000000002 0.11144500000000002 -0.0021749999999999994 0.087245000000000003 -0.0041249999999999993 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 19 9 -9 10 16 13 -13 -12 15 -7 -2 -18 -14 -3 21 23 24 -6 27 -25 -27 -23 -29 -30
right_child=7 5 3 -5 20 14 -8 8 -10 -11 11 12 18 -15 -16 -17 17 -19 -20 -21 -22 22 -24 25 -26 26 -28 28 29 -31
leaf_value=0.0027799123640772495 0.00016085261225023053 0.0049567491180546909 0.010075016841126074 0.0051652181899557136 0.0098789281657208575 0.0018378472833491461 0.0062667170650370059 0.0042985971256926216 -0.0004351712275473844 -0.0026098878721573524 0.0056890699992199305 -0.004694972618017346 -0.00054137389782036465 1.8918010979317703e-05 0.00085239424370229253 0.0046264616336007631 0.0073162950453874859 0.0023725387387735358 0.003374957146429965 0.00157203982987373 0.0074227492431444778 0.0047962438622849938 0.00012196625050689495 0.0051936291025295829 0.0087784587536589246 0.0047045969477805651 -0.0010423784470185637 0.0073958939453586938 -0.0032187842679294674 0.0036105831183733481
leaf_weight=83 22 23 28 39 23 37 21 85 21 21 23 20 43 26 22 446 23 59 22 123 35 487 28 1210 20 38 20 20 22 31
leaf_count=83 22 23 28 39 23 37 21 85 21 21 23 20 43 26 22 446 23 59 22 123 35 487 28 1210 20 38 20 20 22 31
internal_value=0 0.00469391 0.00496511 0.00721707 0.00489031 0.00385286 0.00262855 0.0019223 0.00336078 0.00133358 0.00168153 0.000659784 -0.000505053 0.00268042 0.00425773 0.00441284 0.00299801 0.0037592 0.000784154 0.00210525 0.00498088 0.00493587 0.00444702 0.0051661 0.00465581 0.00508061 0.00272288 0.00450858 0.00258949 0.000775751
internal_weight=0 2756 2084 67 2017 672 167 365 106 259 238 134 85 49 505 483 104 82 65 146 1934 1899 608 1291 580 1268 58 560 73 53
internal_count=3121 2756 2084 67 2017 672 167 365 106 259 238 134 85 49 505 483 104 82 65 146 1934 1899 608 1291 580 1268 58 560 73 53
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 2 4 4 4 4 2 15 14 0 47 50 47 47 16 3 51 49 16 3 43 2 0 51 16
split_gain=8.84443 1.03197 0.985545 0.630313 0.524752 0.381841 0.34332 0.376731 0.311978 0.279989 0.225138 0.166761 0.161652 0.146176 0.120729 0.118757 0.117099 0.109365 0.100809 0.0962806 0.0962376 0.0958022 0.0820665 0.0960017 0.0954299 0.0817697 0.158668 0.10529 0.078021 0.0842426
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 0.14285500000000004 0.40945500000000007 0.40124500000000002 -0.15464999999999998 0.033845000000000007 0.11389000000000002 0.13592500000000005 0.076175000000000007 -0.13455999999999999 0.077555000000000013 0.086295000000000011 0.091680000000000011 0.091680000000000011 -0.073404999999999984 -0.14186499999999996 -0.10056999999999998 -0.063424999999999981 -0.36241499999999999 -0.013929999999999998 -0.08076499999999999 0.11177500000000001 -0.062764999999999974 -0.033649999999999992 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 11 13 7 -3 17 -6 12 15 19 14 -4 21 -8 -5 22 -7 -21 -1 24 -24 -11 27 -27 -2 -23 -30
right_child=1 6 5 8 9 10 16 -9 -10 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 28 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00063883401241429162 0.00013409045139670261 0.00037269964978068904 0.00046057813077062735 0.00062112826523549305 0.00056187662903835125 0.00060219661962892959 0.00010072231929838527 0.00019049174407787382 0.00031416618714171125 0.00030035802940476787 0.00049141026113753419 0.00038029275948278033 0.00040782557392313455 0.00071719456638724807 0.00060731265086670367 0.00066772856336226431 0.00026030398925198592 0.00048477455806665397 0.00046732172250375391 0.00062556279619893585 0.00054587396871047826 0.00041121755645289994 0.00038801573306816554 0.00023496882843912815 0.00046488810474505681 0.00046040310276932941 0.00029705112266368466 0.00032612323691117286 0.00049386207756945517 0.00059631346591688104
leaf_weight=31 21 78 22 42 35 299 90 99 29 23 171 22 23 46 1073 33 22 49 31 68 407 22 26 40 33 29 108 23 72 54
leaf_count=31 21 78 22 42 35 299 90 99 29 23 171 22 23 46 1073 33 22 49 31 68 407 22 26 40 33 29 108 23 72 54
internal_value=0 0.000300717 0.000567304 0.00038107 0.000480807 0.000584612 0.000217028 0.000270787 0.000491268 0.000403667 0.000555968 0.000542783 0.000569819 0.000608913 0.000604365 0.000559645 0.000132069 0.000547707 0.000367475 0.000574633 0.000557282 0.000539719 0.000342104 0.00029526 0.000397313 0.000308011 0.000331629 0.000234471 0.000518958 0.00053777
internal_weight=0 590 2531 301 422 2109 289 177 120 188 968 234 797 1141 1095 212 112 91 153 774 475 179 122 66 56 181 137 44 148 126
internal_count=3121 590 2531 301 422 2109 289 177 120 188 968 234 797 1141 1095 212 112 91 153 774 475 179 122 66 56 181 137 44 148 126
is_linear=0
shrinkage=0.00196078


Tree=7115
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 1 2 457 4 150 0 2 0 0 4 2 475 3 3 16 4 16 4 1 13 1 159
split_gain=16.8889 2.13349 1.71843 1.60305 1.18171 0.774573 0.678205 0.525492 0.471738 0.438084 0.495225 0.277601 0.285324 0.269461 0.195055 0.193005 0.188294 0.237766 0.156837 0.144753 0.134727 0.128923 0.126258 0.118372 0.111529 0.109916 0.109426 0.104275 0.0961975 0.109162
threshold=0.10752500000000002 0.13210500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.076175000000000007 0.09253500000000002 0.14122000000000004 0.080930000000000016 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 0.17025000000000004 -0.14832499999999996 -0.079119999999999982 -0.55119499999999988 0.14122000000000004 -0.069854999999999987 -0.12711499999999995 0.10732000000000001 -0.052894999999999991 -0.036839999999999991 0.052820000000000013 0.49041500000000005 0.15799000000000005 -0.28558999999999996 0.11392000000000001 0.08154500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 7 14 23 11 -4 10 19 13 15 -1 25 -13 -15 -18 24 -6 -19 -21 -17 -5 28 27 -16 -3 29 -2
right_child=1 5 8 6 9 -7 -8 -9 -10 -11 -12 12 -14 16 26 22 17 20 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077231421531811313 0.00057380205606950407 0.00030660468902365837 0.00081815821351752011 0.00093389022182307992 0.00090972326974817776 0.0006035863418974005 0.00051203920078185506 0.0010557667077392119 0.00054085364516398549 0.0005950085945259949 0.00057935946553326807 0.0010272994762709159 0.00062717557873796011 0.00091715940148309999 0.00026673020819335981 0.0008559913554329003 0.0010629733301896066 0.00074175190357934852 0.00034130870200255338 0.00081938278494541196 0.00086901392806399151 0.00066426961405498242 0.00072499019274394755 0.00079056270246055129 0.00061846869910152228 0.00029627686264560441 7.9489539824791392e-05 0.00049492471500582212 0.00044026499549131048 0.00041088174896386048
leaf_weight=62 64 20 34 32 66 38 33 77 77 41 34 21 25 1151 30 132 23 35 25 324 371 22 36 72 29 95 20 26 85 21
leaf_count=62 64 20 34 32 66 38 33 77 77 41 34 21 25 1151 30 132 23 35 25 324 371 22 36 72 29 95 20 26 85 21
internal_value=0 0.000495965 0.000864353 0.000589875 0.000875295 0.000347923 0.000756951 0.000897043 0.000625794 0.000788972 0.000806802 0.000890459 0.000824034 0.000899116 0.000297058 0.000850073 0.000904091 0.00086903 0.000487691 0.000825572 0.000858043 0.00080952 0.00082792 0.000834663 0.00050608 0.000334372 0.000191834 0.000413046 0.000486908 0.000533551
internal_weight=0 590 2531 361 2420 229 137 1933 111 487 446 1856 214 1642 191 189 1580 429 224 412 406 346 168 104 199 141 50 46 170 85
internal_count=3121 590 2531 361 2420 229 137 1933 111 487 446 1856 214 1642 191 189 1580 429 224 412 406 346 168 104 199 141 50 46 170 85
is_linear=0
shrinkage=0.00196078


Tree=7116
num_leaves=31
num_cat=0
split_feature=4 2 12 149 150 52 2 2 155 47 3 15 4 0 34 42 39 96 0 1 1 1420 16 52 0 15 12 3 43 1
split_gain=0.303407 0.0911341 0.055821 0.0477452 0.0435232 0.0486541 0.046177 0.0346881 0.0330937 0.0396251 0.0418173 0.0333054 0.0261909 0.024821 0.0255959 0.0246847 0.0275323 0.0241806 0.0371898 0.0257659 0.0289295 0.0239901 0.0287763 0.0419061 0.0376984 0.0331042 0.030916 0.0426418 0.0359408 0.0752464
threshold=0.36766000000000004 0.13404500000000005 1.0000000180025095e-35 0.07770500000000001 0.091105000000000005 -0.067494999999999986 -0.0091949999999999983 0.25063000000000007 0.083440000000000014 0.077555000000000013 0.11296500000000002 -0.094329999999999983 0.0067750000000000006 -0.070154999999999981 -0.085489999999999997 0.087405000000000024 0.087150000000000019 0.086715000000000014 0.034820000000000011 0.11910500000000002 0.10439500000000002 -0.086449999999999985 0.0073350000000000004 -0.13993999999999998 0.12500000000000003 -0.088429999999999995 0.085325000000000012 -0.086049999999999988 -0.11278499999999998 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 13 17 9 10 11 -8 -11 -1 -15 16 -13 18 19 20 -2 -4 23 25 26 -23 27 -24 29 -28
right_child=3 -3 21 -5 5 -7 8 -9 -10 12 -12 15 -14 14 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0053032927470104329 -0.00036337564059067521 0.002682854196984863 0.0088442201584415601 0.0061026195762678981 0.0046394645618420332 -0.0010157716012929149 0.0028111060801104221 -0.0021100409540601751 0.0083294582233065743 0.0097301768139004714 0.00093422412981219104 0.0058988974250732337 0.0056842791406476563 0.0039136319991666824 -0.00077031024255640136 0.0086970350451090125 0.0027055986238540049 -0.0012487589204240414 0.0060288580968820803 0.00094874845659757368 0.0038637048916151644 0.011656685750931503 0.0098599155379745836 0.0056957976871340223 0.0081516933627426621 0.006799162553742211 0.0049227892209521753 0.004014565718049804 0.004775230303151046 -0.0028505703495466154
leaf_weight=21 20 128 23 27 32 29 59 22 32 24 31 108 48 20 28 22 36 21 24 129 85 20 26 1581 34 47 33 24 367 20
leaf_count=21 20 128 23 27 32 29 59 22 32 24 31 108 48 20 28 22 36 21 24 129 85 20 26 1581 34 47 33 24 367 20
internal_value=0 0.0052893 0.00541449 0.00207425 0.00445025 0.00195091 0.00480564 0.0017129 0.00525985 0.00496038 0.00437747 0.00485188 0.00703291 0.00243584 0.00118133 0.00557721 0.00510057 0.00201435 0.00227996 0.00189545 0.00305855 0.00563172 0.00559738 0.00579961 0.00493614 0.00824917 0.00470353 0.00705415 0.00442369 0.00198945
internal_weight=0 2793 2665 328 490 61 429 301 360 328 256 225 72 69 48 166 144 279 258 234 105 2175 2152 1648 504 67 470 50 420 53
internal_count=3121 2793 2665 328 490 61 429 301 360 328 256 225 72 69 48 166 144 279 258 234 105 2175 2152 1648 504 67 470 50 420 53
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=31
num_cat=0
split_feature=4 2 12 149 1375 43 3 43 13 2 1 13 3 3 52 2 150 16 3 13 484 12 3 43 0 13 3 0 50 15
split_gain=0.24576 0.0738186 0.045215 0.0386736 0.0384387 0.0398544 0.0342831 0.0334582 0.0291663 0.0280974 0.0258378 0.0225845 0.0238897 0.0223822 0.0332743 0.0391483 0.0322286 0.0344464 0.0417514 0.0743232 0.0260074 0.0256338 0.0278241 0.0398181 0.0344423 0.0423061 0.0267095 0.030478 0.0339901 0.0338281
threshold=0.36766000000000004 0.13404500000000005 1.0000000180025095e-35 0.07770500000000001 -0.27302499999999996 -0.066504999999999995 0.31299000000000005 -0.11720999999999999 -0.0093149999999999986 0.25063000000000007 0.10708500000000001 0.05868000000000001 0.149315 -0.13309499999999996 0.13796000000000003 0.081685000000000021 -0.091839999999999991 -0.071359999999999993 -0.10217499999999997 -0.0097949999999999982 -0.0082299999999999995 0.092200000000000018 -0.091354999999999978 -0.081289999999999987 -0.080499999999999988 -0.070999999999999994 -0.070649999999999977 -0.087634999999999977 0.10030500000000002 0.11295500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 7 -7 -6 -9 -2 -10 12 -3 14 15 -4 -15 20 19 -19 -18 26 -23 -24 25 -25 27 28 -20 -29
right_child=3 11 13 -5 5 6 -8 8 10 -11 -12 -13 -14 16 -16 -17 17 18 21 -21 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=1.423589976342476e-05 0.0018129181055273648 0.0043533153767071541 0.010105930958301403 0.0054923575039504575 0.0053633963522900438 0.0052316653502840135 0.0017230648439445142 0.0034473228262761365 0.0020634474061807851 -0.0018990368095480584 -0.0025183868396561598 -9.5704380821968839e-05 0.0011844176060642499 0.0089612216828390961 0.0022187564987689256 0.0059047816334360142 0.007130381232855143 -0.0028337439659524189 0.0044767403335310525 0.0049229576780150342 0.005202368232721865 0.0010799226214595395 0.0069849355742917403 0.0046945508243516091 0.0043038274466393007 -0.0015328562879100597 0.0086116185855297823 0.0056909440023021271 0.00056417708649489752 0.0014627271331846714
leaf_weight=23 279 61 26 27 42 274 31 68 32 22 20 28 39 20 20 151 76 21 125 30 881 29 48 20 285 24 21 351 27 20
leaf_count=23 279 61 26 27 42 274 31 68 32 22 20 28 39 20 20 151 76 21 125 30 881 29 48 20 285 24 21 351 27 20
internal_value=0 0.00476037 0.00487304 0.00186683 0.00400523 0.00420179 0.00487505 0.00293422 0.002084 0.00154161 0.000301203 0.00241457 0.00311745 0.00506854 0.00608503 0.0065219 0.00496731 0.00492651 0.0045164 0.00172902 0.00535548 0.00466603 0.00406475 0.00429435 0.0039018 0.00129778 0.00511479 0.00497438 0.00378175 0.00546301
internal_weight=0 2793 2665 328 490 467 305 162 120 301 52 128 100 2175 197 177 1978 1958 1001 51 957 950 406 377 329 44 544 523 152 371
internal_count=3121 2793 2665 328 490 467 305 162 120 301 52 128 100 2175 197 177 1978 1958 1001 51 957 950 406 377 329 44 544 523 152 371
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=31
num_cat=0
split_feature=1 2 1 12 150 0 151 3 97 44 51 51 43 4 3 2 159 4 12 132 483 160 13 13 12 4 12 49 14 1209
split_gain=0.204592 0.0581218 0.0305978 0.0290174 0.0349506 0.0342437 0.0376259 0.0277735 0.0273728 0.0321539 0.0280234 0.0449092 0.0348689 0.0281611 0.0288381 0.0326382 0.028353 0.0273208 0.0256346 0.0255149 0.0252888 0.0249529 0.0249499 0.0242982 0.0253681 0.0240665 0.024043 0.028217 0.0239748 0.0247883
threshold=0.12000500000000001 0.10045500000000002 0.16773500000000005 0.087505000000000013 1.0000000180025095e-35 -0.23091999999999999 -0.0093999999999999986 -0.03694999999999999 -0.083924999999999986 1.0000000180025095e-35 -0.13782999999999998 -0.096089999999999981 -0.085154999999999995 -0.082769999999999982 0.092670000000000016 0.095545000000000005 -0.085489999999999997 -0.082349999999999993 0.085885000000000017 0.084605000000000014 0.098395000000000024 0.058535000000000011 -0.011914999999999999 -0.08971999999999998 -0.088589999999999988 0.04735000000000001 0.095565000000000011 0.10815000000000001 0.078400000000000011 0.082105000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 20 4 19 -6 -7 26 -1 10 12 18 -10 16 15 17 -13 -15 -12 23 -2 22 -17 -3 -25 -26 27 -5 29 -19
right_child=2 3 -4 7 5 6 -8 -9 9 -11 11 13 -14 14 -16 21 -18 28 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0016958330468641537 0.0016957363663883352 0.0015616147376194196 -0.0018477107509565745 0.0062319866356277918 0.0042841575547264751 0.0015004523401148618 -0.0036316197138512511 0.00053133959604782007 0.0096124560369745555 0.0085889711347408599 0.0036916721484158187 0.0083585498190519424 0.0051685408909658073 0.0013214449290759288 0.0014884960079299553 0.0031932268544691261 0.0050222089278977372 0.0044167727272546439 -0.0013713892397936435 9.885416133329274e-05 0.0053718010467127897 0.0058268163813045247 -0.00046757478949389073 0.0020656114657010352 0.006625210643479866 0.003730965959353637 0.0037342128894684436 0.0020876463409513235 0.0077266836266668797 0.0062158939911325164
leaf_weight=33 291 37 23 92 26 50 20 21 23 20 20 27 76 26 35 52 450 1159 20 20 20 20 29 35 56 59 255 20 24 82
leaf_count=33 291 37 23 92 26 50 20 21 23 20 20 27 76 26 35 52 450 1159 20 20 20 20 29 35 56 59 255 20 24 82
internal_value=0 0.00429093 0.00167185 0.00349558 0.00276228 0.00118519 3.4146e-05 0.00406824 0.00455314 0.00459885 0.00455978 0.00447621 0.00620097 0.00454587 0.00432352 0.0043948 0.00521106 0.00453024 0.00116014 0.00349368 0.00193214 0.00266361 0.00188257 0.00385676 0.0044229 0.00514034 0.00427063 0.00549193 0.00459619 0.00453565
internal_weight=0 2787 334 691 303 96 70 388 2096 2063 2043 1944 99 1904 1427 1392 477 1291 40 207 311 101 81 187 150 115 367 112 1265 1241
internal_count=3121 2787 334 691 303 96 70 388 2096 2063 2043 1944 99 1904 1427 1392 477 1291 40 207 311 101 81 187 150 115 367 112 1265 1241
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 1 4 2 150 2 11 2 47 4 13 1 15 4 0 3 3 4 11
split_gain=24.6884 4.00815 2.45335 2.3427 1.30613 1.10801 0.777687 0.727983 0.661567 0.606386 0.497832 0.47443 0.467261 0.46532 0.362891 0.360723 0.353819 0.245192 0.212562 0.158649 0.153015 0.146033 0.115753 0.134116 0.111392 0.111266 0.0992497 0.101771 0.0974129 0.090123
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.11389000000000002 0.09253500000000002 0.13501500000000002 0.14753000000000002 0.089625000000000024 0.27834500000000006 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 1.0000000180025095e-35 0.089885000000000007 0.090100000000000013 0.23246000000000003 -1.0000000180025095e-35 0.11669000000000002 -0.14147499999999996 -0.036839999999999991 -0.026509999999999995 0.0041950000000000008 0.11658 0.053180000000000012 0.074925000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 6 12 11 20 -5 15 13 18 -4 16 17 -14 28 -1 22 -6 -15 26 -24 -2 -12 -3 -28 -7 -8
right_child=1 2 7 9 8 10 29 -9 -10 -11 25 -13 14 21 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00084705958299618827 0.00085866350870506436 0.00030471121096698308 0.00038817796134846467 0.00070416408342834579 0.00077463470375031427 0.00076042347182612568 0.00091056131403875838 0.00043616803746944895 0.00033973200414694991 0.00037924088271021138 0.00063295681328378261 2.5080772310606577e-05 0.00053419179179072895 0.00010259906633731998 0.00051212854467440339 0.00052972753268387609 0.00078738932725065029 0.00088613049334743208 0.00079521618224373221 0.00047337789258925742 0.00059224330932319336 0.00026789554039702176 0.00033870926325329327 0.00011916333529869935 0.00068848989869143564 0.00044348970151100405 0.00052034599510004985 0.00035668809310794851 0.00069034515448952879 0.0010615566468493824
leaf_weight=1050 50 79 40 34 48 239 21 37 25 63 22 87 23 86 23 29 274 49 428 33 28 27 23 20 21 26 21 48 112 55
leaf_count=1050 50 79 40 34 48 239 21 37 25 63 22 87 23 86 23 29 274 49 428 33 28 27 23 20 21 26 21 48 112 55
internal_value=0 0.000367711 0.000315744 0.000791754 0.000431305 0.000804075 0.000825551 0.000180159 0.000616422 0.000493131 0.000719703 0.000140691 0.000817339 0.00020643 0.000749406 0.000740891 0.000767781 0.000756201 0.000832047 0.000347837 0.000707438 0.000142095 0.000326147 0.000236595 0.00080833 0.000530329 0.000352165 0.000406497 0.000738062 0.00101983
internal_weight=0 673 602 2448 325 2351 1874 277 101 97 477 240 1798 153 320 429 297 400 1478 224 76 113 191 43 71 48 148 69 351 76
internal_count=3121 673 602 2448 325 2351 1874 277 101 97 477 240 1798 153 320 429 297 400 1478 224 76 113 191 43 71 48 148 69 351 76
is_linear=0
shrinkage=0.00196078


Tree=7120
num_leaves=31
num_cat=0
split_feature=4 12 2 1 149 15 150 52 47 2 40 2 50 14 16 12 13 39 151 47 0 12 4 0 0 150 1420 16 0 43
split_gain=0.237757 0.0692389 0.0511826 0.0367589 0.0341964 0.0327412 0.0415557 0.0480445 0.0280891 0.0400955 0.0438185 0.0323538 0.0278296 0.0277452 0.0538642 0.0370542 0.0399592 0.0327712 0.0275278 0.0266035 0.0205453 0.0234862 0.0216271 0.0449308 0.0330067 0.0271936 0.0254764 0.0266984 0.0456061 0.0395659
threshold=0.36766000000000004 0.051320000000000005 0.14753000000000002 0.13686500000000004 0.07770500000000001 0.013270000000000002 0.091105000000000005 -0.067494999999999986 1.0000000180025095e-35 0.079055000000000014 -1.0000000180025095e-35 0.097070000000000004 0.041865000000000006 -0.42495999999999995 -0.16927999999999996 0.092255000000000018 -0.016469999999999995 0.10076500000000001 -0.086824999999999986 0.11635500000000001 -0.14920999999999998 0.086095000000000019 0.0033150000000000007 -0.11437499999999999 -0.097734999999999989 -0.013494999999999998 -0.086449999999999985 -0.0057949999999999989 -0.087414999999999979 -0.11278499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 20 13 6 8 -8 9 10 -1 -11 -4 -2 15 17 -17 -15 -13 -10 21 -3 23 -22 -25 -26 -27 -28 -29 -30
right_child=4 3 12 -5 -6 -7 7 -9 19 11 -12 18 -14 14 -16 16 -18 -19 -20 -21 22 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.0033790781388183355 0.0030935305557624605 0.0084947745755104536 -0.0023162835531614044 0.00045308815548196442 0.0050313649325053793 0.0057075634605024718 0.0033084557951951867 -0.0027621527477590876 0.0062074976151925516 0.0053279317169266935 -0.0018955060181074909 0.00018248223571171022 0.0027731186372139272 0.0025229797230066553 -0.0040332545060664414 -0.0046083214948885141 0.0014438883479063712 -0.0014683154139978191 0.0036559557078719562 0.0027635576036118439 0.00026047073659442717 0.0044605716304094703 0.0040316190894954971 0.0079103018875078604 0.0079410913308882829 0.0083463472919538626 0.0050149079583889618 0.0010231750039925236 0.0021140167705847751 0.0048203520558216667
leaf_weight=36 68 31 22 20 27 74 32 22 75 94 28 29 21 144 21 20 24 24 107 32 21 27 386 36 28 20 1167 43 63 379
leaf_count=36 68 31 22 20 27 74 32 22 75 94 28 29 21 144 21 20 24 24 107 32 21 27 386 36 28 20 1167 43 63 379
internal_value=0 0.00446819 0.00348709 0.00472087 0.00162215 0.00375678 0.00343951 0.000835245 0.00379021 0.0032853 0.00107145 0.00390133 0.000169238 0.00131634 0.000797674 0.00127621 -0.00130712 0.00195279 0.00291529 0.00517753 0.00475965 0.00661678 0.00470939 0.00485829 0.0049139 0.00485045 0.00479869 0.00475574 0.00413215 0.00443461
internal_weight=0 2793 572 2221 328 529 455 54 401 294 64 230 43 301 233 212 44 168 136 107 2201 58 2143 1757 1736 1700 1672 1652 485 442
internal_count=3121 2793 572 2221 328 529 455 54 401 294 64 230 43 301 233 212 44 168 136 107 2201 58 2143 1757 1736 1700 1672 1652 485 442
is_linear=0
shrinkage=0.1


Tree=7121
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 4 14 3 12 4 47 13 0 4 3 2 1 124 12 34 0 2 2 1447 3 1 2
split_gain=13.2525 1.52526 1.44957 1.23673 0.796633 0.589527 0.57664 0.548648 0.387438 0.281446 0.250037 0.237447 0.239566 0.199356 0.176838 0.175743 0.143091 0.161414 0.133689 0.12515 0.138594 0.12448 0.122881 0.106174 0.0913396 0.0904271 0.0925971 0.0810361 0.0739212 0.0726309
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.40124500000000002 0.091475000000000015 0.13082500000000002 -0.17966999999999997 0.076175000000000007 -0.11171999999999999 0.13597000000000004 -0.012164999999999999 0.077555000000000013 -0.0030199999999999997 -0.14001499999999997 -0.064054999999999987 0.092670000000000016 0.13501500000000002 0.10124500000000002 -0.072314999999999977 0.093965000000000007 -1.0000000180025095e-35 -0.088774999999999979 0.10882500000000002 0.088930000000000023 -0.082659999999999997 -0.13309499999999996 0.16175000000000003 0.14019000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 21 9 18 -6 15 -1 12 23 16 29 -4 -12 -18 22 20 -10 -5 -3 -8 -16 -17 -27 -14 -20 -2
right_child=1 7 6 5 8 -7 11 -9 19 -11 13 -13 27 -15 24 25 17 -19 28 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0004786115086343853 0.00032647374999873779 0.00016847167214232035 0.00056426492824030469 0.00077585763255365531 0.00070127388123287203 0.00036141353462516352 0.00080475981433351495 0.00047164159506418322 0.0004195270459858977 0.00088664042840426731 0.00073851866266724114 0.00052056179169795817 0.00050808073733659353 0.00082492263458084822 0.00053249343718383827 0.00074323983353119722 0.00065255654210291084 0.00046670459295538338 0.00016392588263375906 0.0003997443380068468 0.00058848125458348024 0.00061552324177186423 0.00034604125553546849 0.00069317568556908108 0.00038396485614351073 0.00081438416549107161 0.00069152597459894432 0.00063800942983280567 3.45938721624743e-05 0.00021069972946618994
leaf_weight=26 125 31 24 24 28 36 35 29 35 46 56 39 20 32 20 908 98 22 89 85 40 83 29 518 78 26 254 239 21 25
leaf_count=26 125 31 24 24 28 36 35 29 35 46 56 39 20 32 20 908 98 22 89 85 40 83 29 518 78 26 254 239 21 25
internal_value=0 0.000362114 0.000688441 0.000433237 0.000583538 0.000578461 0.000709431 0.000222368 0.000488493 0.000736098 0.0006599 0.000670011 0.000677189 0.000682561 0.000349499 0.000730384 0.000656677 0.000618484 0.000179845 0.000451256 0.000509636 0.000651486 0.000254297 0.000700238 0.000414277 0.00073374 0.000702934 0.000627976 0.000139235 0.000307178
internal_weight=0 590 2531 391 422 143 2109 199 188 1258 234 851 812 208 248 1212 176 120 170 160 75 107 60 553 98 1188 280 259 110 150
internal_count=3121 590 2531 391 422 143 2109 199 188 1258 234 851 812 208 248 1212 176 120 170 160 75 107 60 553 98 1188 280 259 110 150
is_linear=0
shrinkage=0.00196078


Tree=7122
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 47 14 1 2 1 0 2 52 2 14 10 0 106 159 1 4 130 13 160 13 12 0
split_gain=17.7455 2.73209 1.74467 1.43345 1.16122 0.856555 0.718571 0.622014 0.593895 0.565679 0.477432 0.327088 0.256037 0.202374 0.162814 0.154474 0.151309 0.13366 0.126367 0.123441 0.114251 0.0975519 0.132255 0.12708 0.0928216 0.123038 0.128739 0.0919617 0.0863734 0.0829176
threshold=0.10508500000000001 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.091195000000000012 -0.23001499999999997 0.17025000000000004 -0.56176499999999996 0.14530500000000005 0.096015000000000017 -0.38851999999999992 0.18019500000000002 0.087690000000000004 0.082585000000000006 0.089770000000000016 0.038415000000000012 -0.076894999999999977 -0.0034749999999999994 -0.013084999999999998 -0.016469999999999995 0.094835000000000017 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 9 -6 14 11 -5 12 -1 -13 27 -15 20 -11 -16 21 24 22 23 28 -3 -26 -27 -4 -17 -7
right_child=1 2 8 10 7 29 -8 -9 -10 17 -12 13 -14 15 18 19 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00074645635600070325 0.00070700518677854242 0.00020625027962703775 0.00010617852042717862 0.00065639458270152682 0.00063116584242188371 0.0005249983917166984 0.00038026465997830324 0.00033036212740272146 0.00042931143442789712 0.00092704465193060273 0.00036808314347402574 0.00051499805609845912 0.00067327355788340012 0.00080240123542045982 9.9001143646820428e-05 0.00072814496080321651 0.00015614981410394914 0.00075431366974573126 -9.9581853385330725e-05 0.00053220496312075967 0.00018005418477286034 0.00073933514812123623 0.00056798536833347593 0.00063515691660304303 0.00030286045931397386 0.00053601930940560269 0.00035871556754237324 0.00022156723276209818 0.00067446038768582256 0.00036071934793787958
leaf_weight=1117 71 21 79 34 82 27 24 39 25 61 63 26 220 45 28 234 24 24 22 20 21 121 39 145 127 20 74 40 227 21
leaf_count=1117 71 21 79 34 82 27 24 39 25 61 63 26 220 45 28 234 24 24 22 20 21 121 39 145 127 20 74 40 227 21
internal_value=0 0.000343225 0.000300321 0.000702732 0.000373109 0.00071237 0.000717773 0.000534213 0.000147241 0.000721327 0.000469141 0.000715247 0.000734414 0.000685343 0.000105515 0.000690673 0.000305187 0.000878274 1.16246e-05 0.000684276 0.000318787 0.000688247 0.000678663 0.000685786 0.000330826 0.000342663 0.00039644 0.000144965 0.00070171 0.000453126
internal_weight=0 673 602 2448 408 2351 2303 121 194 2279 97 2194 1337 857 169 831 287 85 50 786 263 766 645 606 242 221 94 119 461 48
internal_count=3121 673 602 2448 408 2351 2303 121 194 2279 97 2194 1337 857 169 831 287 85 50 786 263 766 645 606 242 221 94 119 461 48
is_linear=0
shrinkage=0.00196078


Tree=7123
num_leaves=31
num_cat=0
split_feature=1 1 12 483 155 131 49 132 3 49 2 47 4 15 12 43 16 4 2 0 3 131 1 15 16 160 159 15 12 15
split_gain=0.30373 0.0538285 0.0485654 0.0394169 0.0380026 0.034267 0.0339375 0.0388739 0.0407822 0.0332634 0.0311613 0.02998 0.0284554 0.0263277 0.0256576 0.0279866 0.0261815 0.0258279 0.0302674 0.0250908 0.0333799 0.030242 0.0458853 0.0325473 0.0272943 0.0273569 0.0361438 0.0326397 0.039922 0.0296946
threshold=0.11146500000000002 0.14262000000000002 0.078300000000000008 -0.070084999999999981 0.084785000000000013 0.095715000000000008 -0.086009999999999989 0.082150000000000015 0.12178000000000001 -0.023059999999999997 0.25063000000000007 0.12958500000000003 0.053180000000000012 -0.094329999999999983 -0.086254999999999984 -0.073404999999999984 -0.076669999999999988 -0.42529999999999996 0.090790000000000023 -0.086074999999999985 -0.045649999999999989 0.077555000000000027 0.089875000000000024 -0.0072999999999999992 -0.072359999999999994 -0.015149999999999999 -0.0060149999999999986 -0.010414999999999999 0.085495000000000015 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 11 -5 8 9 13 -3 -2 19 -8 15 -11 -16 -18 -19 21 -21 22 24 -23 -4 27 -27 28 -26 -28
right_child=1 10 12 6 -6 -7 7 -9 -10 14 -12 -13 -14 -15 16 -17 17 18 -20 20 -22 23 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.0082095393246466603 0.0020650240794940107 0.0013231655315046717 0.0066667926913908764 0.0066309500275604913 0.0065141008909920172 0.0053115332149900503 -0.00033386563826795848 0.00057909187237133414 0.00023778009031397794 0.0018736075192345711 -0.0030451167467981581 0.0051621878120516034 0.0043493285609626777 0.003634467677258682 0.0077888707009454569 0.0058835019058148773 0.006561614659598522 0.0054914076253771782 0.0015704504001353469 0.0053123421331544097 0.0011947923002298922 0.0066054616431247886 0.0016573009421475807 0.011112201641398398 0.0076767022288145711 0.0098063279591176829 0.0038397992463597925 0.0016328006466800296 0.0031130917899157263 0.0075027365703135736
leaf_weight=24 292 89 261 46 29 46 21 35 26 46 20 35 244 82 42 28 57 45 35 1263 20 59 26 22 36 23 53 37 41 38
leaf_count=24 292 89 261 46 29 46 21 35 26 46 20 35 244 82 42 28 57 45 35 1263 20 59 26 22 36 23 53 37 41 38
internal_value=0 0.00249269 0.00515869 0.00425804 0.00302712 0.00275602 0.00405321 0.00376886 0.00406111 0.00434035 0.000521646 0.00239652 0.00536529 0.00282539 0.00495711 0.00339086 0.0056046 0.00493497 0.00377599 0.00549722 0.00524816 0.00603336 0.00575086 0.00782951 0.00596851 0.00516917 0.00626455 0.00407379 0.00524673 0.00536938
internal_weight=0 511 2610 487 402 373 463 417 382 356 109 327 2123 103 253 74 179 137 80 1879 1283 596 515 81 489 228 114 114 77 91
internal_count=3121 511 2610 487 402 373 463 417 382 356 109 327 2123 103 253 74 179 137 80 1879 1283 596 515 81 489 228 114 114 77 91
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=31
num_cat=0
split_feature=4 2 123 447 1 15 0 483 51 157 157 14 15 16 484 484 160 1452 0 3 13 43 3 1456 47 15 11 3 403 3
split_gain=0.251892 0.0735897 0.0476549 0.0363221 0.031765 0.0302609 0.0284482 0.0283449 0.0369381 0.0240855 0.0314497 0.0254435 0.0219563 0.0269171 0.0218836 0.0412437 0.0383085 0.0279508 0.0363213 0.0278986 0.0434815 0.037048 0.0339889 0.0313605 0.0292636 0.0271017 0.0572261 0.0345731 0.0744225 0.0544384
threshold=0.36766000000000004 0.13404500000000005 1.0000000180025095e-35 0.09227500000000001 0.13075500000000004 -0.41942499999999994 0.024095000000000002 0.085050000000000014 -0.069724999999999995 -0.50331999999999988 -0.28320499999999993 -0.10708499999999999 -0.03241999999999999 -0.0073349999999999986 -0.077099999999999988 -0.069939999999999988 -0.089549999999999991 0.091225000000000014 -0.077429999999999985 -0.086049999999999988 -0.085744999999999988 -0.097804999999999989 -0.085114999999999982 -0.063824999999999979 0.086010000000000017 0.040760000000000005 0.077290000000000011 -0.091054999999999983 -0.081224999999999992 -0.087909999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 7 -6 8 -2 -1 -11 -12 13 -3 16 -16 -13 25 -19 20 -18 -22 -21 -24 -25 27 -27 28 -17 -29
right_child=4 12 -4 -5 6 -7 -8 -9 -10 10 11 14 -14 -15 15 17 19 18 -20 22 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=0.0075762270078543695 0.0020178299994491364 0.0021578565604981354 0.0029009883495544073 0.00062987024541057298 0.0011812781002026145 0.001200652692278617 -0.0024646371074665625 0.0014944826293846263 0.0071766881754488825 0.0022367109035258182 0.0079953439403325326 0.0080796077463995003 0.00084306147373205086 0.0065379914897494024 0.00026332832335139672 -0.0017333570807413373 0.0039305194186246293 0.010358797609806063 0.0046413494537118826 0.00058914292603731158 0.0055932253578000451 0.011219873203895987 0.0081189628429710874 0.0034283717622688851 0.0070404098052049766 0.0048814158169327108 0.0088375880465671238 0.0086436132514791097 0.0038774232450554053 0.0044341108161309924
leaf_weight=31 23 47 144 21 121 89 26 34 35 48 25 51 61 20 21 27 35 20 25 21 22 25 25 99 29 967 38 32 190 769
leaf_count=31 23 47 144 21 121 89 26 34 35 48 25 51 61 20 21 27 35 20 25 21 22 25 25 99 29 967 38 32 190 769
internal_value=0 0.00455783 0.00467032 0.00477139 0.00162841 0.00251527 0.000536422 0.00378703 0.00513093 0.00480618 0.0047714 0.00482165 0.00221567 0.00346536 0.00478854 0.00467268 0.00557688 0.00471746 0.00718244 0.00507829 0.00659898 0.00858612 0.00436165 0.00487944 0.00424672 0.00466263 0.005031 0.00429896 0.00317931 0.00460228
internal_weight=0 2793 2665 2521 328 181 147 92 58 2500 2469 2421 128 67 2396 2089 307 2068 45 256 82 47 174 153 128 2023 1005 1018 217 801
internal_count=3121 2793 2665 2521 328 181 147 92 58 2500 2469 2421 128 67 2396 2089 307 2068 45 256 82 47 174 153 128 2023 1005 1018 217 801
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=31
num_cat=0
split_feature=1 52 3 1 1 12 4 2 4 2 2 2 123 0 1 12 12 3 50 3 14 43 12 1 1375 160 16 3 47 43
split_gain=9.46761 1.29365 0.943054 0.893384 0.469599 0.437311 0.36877 0.268204 0.280106 0.255187 0.213451 0.194965 0.17691 0.164191 0.154796 0.137499 0.131795 0.165726 0.11865 0.108385 0.0939822 0.0821203 0.0847587 0.0784409 0.0779875 0.0751029 0.0683978 0.068088 0.0678414 0.0680368
threshold=0.10752500000000002 -0.40306999999999998 -0.065819999999999976 0.12408500000000001 0.10089500000000001 0.088105000000000003 0.36766000000000004 0.14285500000000004 0.40945500000000007 0.090175000000000019 0.13093500000000002 0.11474000000000002 1.0000000180025095e-35 -0.14920999999999998 0.077845000000000011 0.051320000000000005 -1.0000000180025095e-35 0.11658 0.086295000000000011 -0.14847999999999997 0.062655000000000016 -1.0000000180025095e-35 0.09141500000000001 0.091195000000000012 -1.0000000180025095e-35 -0.067824999999999983 -0.16075999999999999 -0.0025099999999999996 0.090100000000000013 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 10 28 9 8 -5 13 12 -7 20 -1 -14 -11 -6 -18 26 -17 24 -21 -23 -15 -4 -10 -9 -27 29 -3
right_child=1 3 4 7 16 11 -8 18 25 15 -12 -13 14 23 -16 19 17 -19 -20 21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00071686622319118399 0.00057258340354508764 0.00018842027121344782 0.00041363996690979191 0.00032349825746716323 0.00028490185985068122 0.0005065399444862908 0.00033089296707390425 0.0001111585656349543 0.00025728590813018845 0.00040760756069192354 0.00037269879369459787 0.00030044291862377931 0.0005481718296289084 0.00059421465734952835 0.00035476623934131094 0.00061441590686709703 0.00053596608902624105 0.00030747318175086989 0.00022558531194340949 0.00055394773005439796 0.00067074890814575498 0.00039042614778314811 0.00052063157980178733 0.00055097532384597346 0.0005403635257730414 0.00018645203334118792 1.7179171405771077e-06 6.9828488680924106e-05 0.00036569320628542607 0.00028340458905810119
leaf_weight=39 52 39 20 63 49 60 24 52 22 27 41 25 26 1068 41 88 26 23 22 428 20 23 117 190 281 38 38 39 27 113
leaf_count=39 52 39 20 63 49 60 24 52 22 27 41 25 26 1068 41 88 26 23 22 428 20 23 117 190 281 38 38 39 27 113
internal_value=0 0.000277258 0.000553077 0.000248714 0.000479271 0.000330115 0.000572487 0.000170283 0.000221291 0.000575415 0.000507246 0.000445923 0.000521463 0.000591569 0.000429819 0.00054474 0.000356808 0.000428714 9.65036e-05 0.000550384 0.000540592 0.000540464 0.000499241 0.000587684 0.000531943 0.00015625 6.49503e-05 0.000127383 0.000275122 0.000259034
internal_weight=0 590 2531 538 527 264 2004 274 162 1980 429 85 388 1297 67 683 98 49 112 656 321 568 140 1258 301 99 90 77 179 152
internal_count=3121 590 2531 538 527 264 2004 274 162 1980 429 85 388 1297 67 683 98 49 112 656 321 568 140 1258 301 99 90 77 179 152
is_linear=0
shrinkage=0.00196078


Tree=7126
num_leaves=31
num_cat=0
split_feature=1 3 4 12 123 4 157 3 12 2 147 16 49 151 13 160 51 42 4 39 1213 47 2 1 0 2 2 12 51 16
split_gain=0.248041 0.0428116 0.0392066 0.0346237 0.0334948 0.0361119 0.0311998 0.0301236 0.033329 0.0295355 0.0285934 0.0271381 0.0254728 0.0389194 0.0250161 0.0237094 0.0230186 0.0332885 0.0321668 0.0226681 0.0201766 0.0229934 0.0231525 0.0446248 0.0345335 0.0252515 0.0245711 0.0684269 0.0251633 0.0216014
threshold=0.11146500000000002 0.31534000000000006 0.27834500000000006 -0.42850999999999995 0.083805000000000004 -0.010655 -0.0031149999999999993 -0.07359499999999998 1.0000000180025095e-35 0.10327000000000001 0.093875000000000014 -0.5335399999999999 -0.088694999999999982 0.050660000000000004 -0.012119999999999997 -0.54200499999999985 -0.40274499999999996 -0.019989999999999997 0.066685000000000008 0.096625000000000016 -0.077519999999999992 0.10561500000000001 0.079055000000000014 0.093400000000000025 -0.067094999999999988 0.10045500000000002 0.097845000000000015 0.096830000000000013 0.09364500000000002 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -3 5 6 -2 8 -1 -8 11 -4 -9 15 19 -14 -7 -18 -19 -6 -17 22 23 -22 -25 26 27 28 -24 -27
right_child=1 3 10 -5 14 16 9 12 -10 -11 -12 -13 13 -15 -16 20 17 18 -20 -21 21 -23 25 24 -26 29 -28 -29 -30 -31
leaf_value=0.0018596551639752255 0.0027125108085813061 0.0027015482698676783 -0.00083917297578106327 -0.0013578454892227787 0.0034346925386949919 0.004957396404557478 0.0096668449463322773 0.0063685547621191848 0.0049324216361949199 0.0042972765264234379 0.0056255038498784424 0.0035308583674055561 0.007096031665802003 -0.0002008772269949656 -0.0011348547229050275 0.0063169318607405713 -0.0012709839763119816 8.801142894065915e-05 0.0033379451995786688 -5.5608234057823823e-05 -0.0010669063577162369 0.0071368910185992717 0.0047705265934050584 0.0048917987627126944 0.00013667001510925947 0.0051793933648656568 0.0074352920319264134 0.00044026424746132563 0.0085094620207590722 0.0027412412590814912
leaf_weight=36 31 34 30 55 49 34 20 46 1813 21 20 27 25 22 34 34 25 39 139 30 28 20 126 56 21 46 30 36 21 173
leaf_count=36 31 34 30 55 49 34 20 46 1813 21 20 27 25 22 34 34 25 39 139 30 28 20 126 56 21 46 30 36 21 173
internal_value=0 0.00218605 0.00459527 0.000192934 0.00260639 0.00314515 0.00510649 0.00466285 0.00487259 0.00691658 0.00237231 0.00123084 0.00409586 0.00393199 0.00113316 0.0040796 0.0025493 0.00214597 0.00262588 0.00210926 0.003952 0.00380764 0.00368365 0.00235178 0.00359495 0.00400736 0.0047826 0.00434773 0.00530466 0.00325336
internal_weight=0 511 2610 89 422 309 72 2533 1849 41 77 57 684 638 113 616 237 203 178 79 591 557 537 105 77 432 213 183 147 219
internal_count=3121 511 2610 89 422 309 72 2533 1849 41 77 57 684 638 113 616 237 203 178 79 591 557 537 105 77 432 213 183 147 219
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=31
num_cat=0
split_feature=1 2 124 33 16 52 0 482 130 3 13 15 147 47 402 3 52 160 1 13 157 2 4 2 0 13 52 455 41 1424
split_gain=0.203734 0.0577378 0.032732 0.041429 0.0293397 0.0449845 0.0393396 0.0338075 0.0311055 0.0305769 0.0323807 0.0274929 0.026008 0.0255234 0.0294868 0.0339292 0.0248389 0.0255459 0.0246621 0.0257228 0.0236725 0.0243921 0.0233294 0.0477382 0.0232866 0.0211627 0.0318843 0.0219103 0.0229306 0.0213587
threshold=0.12000500000000001 0.10045500000000002 -0.083859999999999976 0.083840000000000012 0.51222500000000004 0.039215000000000007 -0.062294999999999996 0.093000000000000013 -1.0000000180025095e-35 -0.22605499999999998 0.095120000000000024 0.050935000000000008 0.089365000000000014 0.085505000000000012 0.09388500000000001 -0.13309499999999996 0.10347000000000002 -0.26568499999999995 0.094090000000000021 -0.0093149999999999986 0.10119000000000002 0.10276500000000001 0.63113500000000011 0.25063000000000007 -0.040504999999999992 -0.14819499999999997 0.016565000000000003 0.088965000000000002 0.089785000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 12 5 7 16 8 -3 -10 20 -8 25 14 15 -2 -7 -18 -1 -20 21 -11 23 -17 -15 26 -4 28 29 -27
right_child=13 4 3 -5 -6 6 11 -9 9 10 -12 -13 -14 24 -16 22 17 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0051279179032214664 0.0048506632717085869 -0.0015635569844479589 0.008060484453154779 0.0088174154915447757 0.0046679760818275039 0.0074905013501205863 3.7292732046015804e-06 0.0062074377053206609 0.0061096253129653633 0.005648125810936714 -0.0018161842040717601 0.0041213519518564943 0.0017613518758336892 0.0035894594105999344 -0.0027932370663620535 0.0010016635382198728 0.0064032646086017945 0.0031104051545562763 0.0028011174346985563 -0.0016945179266622291 -0.00080574061569429686 0.0023045166426110581 0.003850489120734644 -0.0041994547541253273 -0.00016211409653936113 0.0043133205678404394 0.003253170251933956 0.0076372463279403757 0.0011717041357136939 0.0075989784463308761
leaf_weight=22 23 22 37 21 123 34 31 21 20 24 20 34 38 78 20 150 38 62 35 20 22 240 22 20 21 1838 22 20 23 20
leaf_count=22 23 22 37 21 123 34 31 21 20 24 20 34 38 78 20 150 38 62 35 20 22 240 22 20 21 1838 22 20 23 20
internal_value=0 0.00406043 0.00432177 0.00439894 0.00326771 0.00296448 0.00417632 0.00231095 0.00207581 0.00232142 0.00207382 0.00215756 0.0043525 0.00144684 0.000879454 0.0012211 0.00515557 0.00436169 0.00229822 0.00116634 0.00234585 0.00260848 0.000786308 0.000389767 0.00279367 0.00440274 0.00626793 0.00434485 0.00430984 0.00434869
internal_weight=0 2787 2096 2019 691 568 199 369 348 326 306 65 1998 334 235 215 134 100 77 55 286 264 192 170 99 1960 59 1901 1881 1858
internal_count=3121 2787 2096 2019 691 568 199 369 348 326 306 65 1998 334 235 215 134 100 77 55 286 264 192 170 99 1960 59 1901 1881 1858
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 14 1 2 4 16 4 0 150 16 150 0 160 3 4 16 131 0 4 3 0 133 15
split_gain=26.5741 4.35407 2.50974 2.36775 1.47233 1.25248 0.938936 0.766263 0.766214 0.642361 0.606485 0.585916 0.381657 0.351201 0.410245 0.364042 0.286584 0.282538 0.238959 0.232136 0.254195 0.204672 0.201281 0.199291 0.196386 0.305422 0.221104 0.173844 0.212964 0.158649
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.12958500000000003 0.40473500000000007 0.14285500000000004 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.27834500000000006 -0.040964999999999994 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.10246000000000001 1.0000000180025095e-35 -0.14454499999999995 -0.067824999999999983 -0.010424999999999999 -0.0070899999999999991 -0.054549999999999994 0.082750000000000004 -0.079119999999999982 -0.52556499999999995 -0.12711499999999995 0.14486500000000005 0.092845000000000011 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 8 10 21 17 13 -5 11 -3 -7 14 -1 18 -2 27 -15 -13 -21 -4 -20 29 -16 -26 -27 28 -6 -12
right_child=1 5 6 9 7 12 -8 -9 -10 -11 23 19 -14 15 24 -17 -18 -19 22 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00084601224527931676 0.00051281610147305655 0.0005614369717582456 0.0010071398292892668 0.00088479415746674261 0.00095719652617196884 0.00045848140509510118 0.00055816717920642274 0.00061543746666431183 0.0011927781403286636 0.00055037155403059074 0.00022137218293230408 0.00046190164335395975 0.00081194602561737196 0.0011190358005577702 0.0010244904420798819 0.00069188225551757943 0.00075850494498131316 0.00070967693679905837 0.00095933132565946327 0.00037286401636140674 0.00014629353067620462 0.00084626956632005549 0.00079306547658811123 0.00034355896479966902 0.0011656503311169694 0.0008116513615896722 0.000974978353909444 0.00074830721406375655 0.00084812643475019292 4.2626543118801914e-05
leaf_weight=60 209 43 68 34 257 23 32 39 79 63 35 23 24 27 1149 24 20 27 115 32 47 55 37 20 30 35 356 22 94 42
leaf_count=60 209 43 68 34 257 23 32 39 79 63 35 23 24 27 1149 24 20 27 115 32 47 55 37 20 30 35 356 22 94 42
internal_value=0 0.000527867 0.000664688 0.000967807 0.000980193 0.00034607 0.000857366 0.000877789 0.00100371 0.000667592 0.000289184 0.000369469 0.000638974 0.000995557 0.00100513 0.000918649 0.000534274 0.000903369 0.000949053 0.000288541 0.000238069 0.000935206 0.000918859 0.00016917 0.00101122 0.000974987 0.000960358 0.000917389 0.000927987 0.000123875
internal_weight=0 673 384 2448 2351 289 155 439 1912 97 242 145 47 1833 1630 203 229 400 179 102 79 123 152 97 1570 421 391 373 351 77
internal_count=3121 673 384 2448 2351 289 155 439 1912 97 242 145 47 1833 1630 203 229 400 179 102 79 123 152 97 1570 421 391 373 351 77
is_linear=0
shrinkage=0.00196078


Tree=7129
num_leaves=31
num_cat=0
split_feature=4 12 2 1 3 457 42 52 1 39 133 3 13 14 39 10 2 1428 472 16 151 16 1456 1447 151 51 1208 1208 2 1
split_gain=0.241385 0.0724355 0.0488828 0.0347412 0.0369432 0.0322501 0.0317752 0.0390248 0.0302855 0.029818 0.0314952 0.0293887 0.0289843 0.0246898 0.0323709 0.0267538 0.0367809 0.024591 0.0366157 0.0256467 0.041817 0.0255334 0.0348179 0.0334281 0.024249 0.0237355 0.0229656 0.0265804 0.0227416 0.0467049
threshold=0.36766000000000004 0.051320000000000005 0.14753000000000002 0.092390000000000014 -1.0000000180025095e-35 0.10259500000000001 0.11649000000000002 -0.037344999999999996 0.15471500000000002 0.084405000000000008 0.087035000000000015 0.30112000000000005 -0.0093149999999999986 -0.47071999999999997 0.10076500000000001 0.09820000000000001 -0.14451499999999998 0.08653000000000001 -1.0000000180025095e-35 -0.010264999999999998 -0.23821999999999996 -0.008904999999999998 0.056265000000000009 -0.074869999999999978 -0.080384999999999984 0.095820000000000016 0.10383000000000002 1.0000000180025095e-35 0.087675000000000017 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 9 11 17 -8 13 -5 -11 -6 -12 -2 15 16 -15 19 -19 20 -3 -21 -23 -24 -1 -4 27 28 -22 -30
right_child=8 6 25 4 5 -7 7 -9 -10 10 12 -13 -14 14 -16 -17 -18 18 -20 21 26 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0073731353128096092 0.0045560687917449907 0.0095316865574568508 -0.0023424881394021216 -0.00078616716268965423 0.0055094466395159396 0.00035260454086320743 -0.00021441032250340167 0.0040114715913978551 -0.0012249387180366155 0.0043737806969707336 0.0029212791435120089 0.0023736152338029188 -0.0017639809470299797 0.0063970363255412806 -0.0011270860810519048 -0.00086200588258569561 0.0019679842114315501 0.00405152473098564 0.0090171092034627993 0.0014401095547533086 0.0052604415823932398 0.004094183934842041 0.0090703639833788798 0.0049176945283617235 0.0042300623336544519 0.0023678802773761361 0.0017203867093981405 0.0083476978273171448 0.0045829930012719509 -0.00035473927389830353
leaf_weight=28 31 20 20 34 98 21 26 137 35 52 31 43 23 21 38 28 175 27 33 31 746 591 28 63 199 23 22 23 454 20
leaf_count=28 31 20 20 34 98 21 26 137 35 52 31 43 23 21 38 28 175 27 33 31 746 591 28 63 199 23 22 23 454 20
internal_value=0 0.00442296 0.00341946 0.00368303 0.00298043 0.00400862 0.0046814 0.0033374 0.00155529 0.00179068 0.00261721 0.00455313 0.000925705 0.0018874 0.00157164 0.00202946 0.00244253 0.00478785 0.0067826 0.00472795 0.00499483 0.00424697 0.00437456 0.00619544 0.00461775 0.000177011 0.0049231 0.00497978 0.00491629 0.00437465
internal_weight=0 2793 572 529 302 162 2221 163 328 140 106 141 54 293 262 224 196 2058 60 1998 1285 713 682 91 227 43 1265 1243 1220 474
internal_count=3121 2793 572 529 302 162 2221 163 328 140 106 141 54 293 262 224 196 2058 60 1998 1285 713 682 91 227 43 1265 1243 1220 474
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 1 14 2 4 50 2 0 4 0 14 4 0 16 49 1 50 130 13 15 52 49 43
split_gain=21.5645 3.70846 2.10517 2.02715 1.4921 1.21688 1.01466 0.898559 0.604084 0.582124 0.479585 0.45356 0.399853 0.372527 0.316188 0.290976 0.274271 0.266981 0.232061 0.245952 0.210561 0.182534 0.17913 0.177539 0.156632 0.198096 0.15234 0.137594 0.130857 0.128889
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.0061450000000000003 0.041865000000000006 0.10497000000000002 -0.11173999999999999 -0.15289999999999995 -0.079119999999999982 -1.0000000180025095e-35 -0.49405499999999997 -0.026509999999999995 -0.12029499999999999 -0.017229999999999999 0.12040000000000002 0.083640000000000006 -0.076894999999999977 -0.011914999999999999 -0.081924999999999984 -0.16675999999999999 -0.053364999999999996 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 6 9 21 -5 11 22 14 26 -12 -1 -15 -16 -13 23 -20 -19 -6 -3 29 -17 -26 -4 -11 -10 -18
right_child=1 2 12 8 7 -7 -8 -9 28 27 13 17 -14 15 16 24 18 20 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00070731688493990579 0.00083246520573838901 0.00035624799454556311 0.00012985263774277194 0.00074751056492277084 0.00056688322239563241 0.00051712694142646849 0.00043150436921042144 0.00038529603157703784 0.00050573594086172945 0.00085377921295516624 0.00063385082576789106 0.00097920530928728407 0.00034494784432372044 0.00060597056194263354 0.00086545034357797762 0.00019322605274033311 0.00071704209204671865 0.00080994855774838416 0.00081195842450350721 0.00067731600716566484 0.00070821889844039135 0.00077755761551944651 0.00018335667520980625 0.0010561390027723839 0.00030899274763151693 0.00044171379102184806 -4.9341781280959159e-05 0.0010397594164759146 0.0003264444516852065 0.00089347848810101941
leaf_weight=64 74 36 76 34 21 48 24 46 34 20 25 21 30 20 1160 20 20 135 450 59 186 64 64 21 85 88 24 65 29 78
leaf_count=64 74 36 76 34 21 48 24 46 34 20 25 21 30 20 1160 20 20 135 450 59 186 64 64 21 85 88 24 65 29 78
internal_value=0 0.000418354 0.000367195 0.000814663 0.000428394 0.000826124 0.000832564 0.000606045 0.000536879 0.000836788 0.000359542 0.00083062 0.000146408 0.000407418 0.000842735 0.000380841 0.000847582 0.000765015 0.000814576 0.000796352 0.000751002 0.000725509 0.000245598 0.00089253 0.000357511 0.000376504 8.6846e-05 0.000995999 0.000423205 0.000857471
internal_weight=0 673 599 2448 469 2351 2303 131 97 2279 338 2194 130 238 1852 213 1788 342 628 509 321 85 100 119 193 173 100 85 63 98
internal_count=3121 673 599 2448 469 2351 2303 131 97 2279 338 2194 130 238 1852 213 1788 342 628 509 321 85 100 119 193 173 100 85 63 98
is_linear=0
shrinkage=0.00196078


Tree=7131
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 3 2 2 14 3 1 0 12 0 4 1 11 13 2 483 474 484 47 52 0 1 131 159
split_gain=14.7095 2.25263 1.31411 1.25213 0.826027 0.689157 0.450121 0.425203 0.418461 0.398747 0.376474 0.361531 0.271046 0.250968 0.185446 0.176731 0.1725 0.162041 0.160918 0.153033 0.13967 0.123354 0.125364 0.227552 0.11186 0.11019 0.109722 0.10464 0.104253 0.102155
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089885000000000007 0.077845000000000011 0.30112000000000005 0.11474000000000002 0.14960000000000004 0.062655000000000016 0.076840000000000006 0.091195000000000012 -0.22491999999999998 -0.42850999999999995 0.18019500000000002 0.04735000000000001 0.13146500000000003 1.0000000180025095e-35 -0.117405 -0.0091949999999999983 -0.095084999999999989 0.085295000000000024 0.085435000000000025 0.090100000000000013 0.40674500000000008 -0.057069999999999989 0.090840000000000018 0.09031500000000002 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 24 10 -5 11 -6 13 12 17 21 -7 -9 16 18 -4 19 -15 -14 -1 25 -24 -3 -23 -19 -20 -2 -21
right_child=1 2 7 6 8 9 -8 14 -10 -11 -12 -13 20 15 -16 -17 -18 26 27 29 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088981551815344253 0.00078785621814047441 0.00036567898894800176 0.00038675480835945929 0.00072251685193272866 0.00066894637103604826 0.00055609348411339999 0.00042775125475931182 0.00027169530703098063 0.00036708714943839665 0.00045981994699433921 0.00092103704834903505 0.00046835661444985521 0.00055425853229493845 0.00057194694409183427 8.9314733339296344e-05 0.00053082130191957246 0.000669023002531473 0.00015187905014580315 0.00091326674655163316 0.00071870004185134873 0.00071548031002360824 0.0007796233579506251 0.00076749113607494268 0.00056053268631883692 0.00048769927436470849 0.00064512429503249188 0.00028220478073110323 0.00076243756369389357 0.00062902009881594598 0.00079993510182684816
leaf_weight=34 47 192 34 28 76 41 69 34 23 26 59 47 23 25 58 20 214 41 28 477 203 967 64 30 34 24 63 48 24 68
leaf_count=34 47 192 34 28 76 41 69 34 23 26 59 47 23 25 58 20 214 41 28 477 203 967 64 30 34 24 63 48 24 68
internal_value=0 0.000403844 0.000364886 0.000731156 0.000449462 0.000740164 0.000512838 0.000265654 0.000598817 0.000699287 0.000767735 0.000319829 0.00076101 0.000706048 0.000156716 0.000713034 0.000717272 0.000269244 0.000733255 0.000721955 0.000699073 0.000773519 0.000769875 0.000701441 0.000384036 0.000776366 0.000230826 0.000818006 0.000734165 0.000728836
internal_weight=0 673 602 2448 325 2351 97 277 99 947 1404 185 1345 921 92 880 860 138 646 570 226 1119 1085 94 226 991 104 76 71 545
internal_count=3121 673 602 2448 325 2351 97 277 99 947 1404 185 1345 921 92 880 860 138 646 570 226 1119 1085 94 226 991 104 76 71 545
is_linear=0
shrinkage=0.00196078


Tree=7132
num_leaves=31
num_cat=0
split_feature=1 4 1 150 484 12 12 15 52 52 12 0 401 4 3 2 42 131 0 402 131 474 2 130 16 3 401 49 49 43
split_gain=0.323253 0.0612132 0.0445401 0.038384 0.034243 0.0449636 0.0508691 0.0383288 0.0350165 0.0532695 0.0366563 0.0339694 0.047461 0.0811795 0.0299796 0.0298558 0.0287355 0.028472 0.0439328 0.0406767 0.0348327 0.0277569 0.0332954 0.0272726 0.025912 0.0254214 0.024092 0.027692 0.0232079 0.0230453
threshold=0.10920500000000001 0.27287000000000006 0.090540000000000023 0.084680000000000019 -0.020124999999999994 0.095175000000000023 0.093965000000000007 0.11657500000000001 0.40674500000000008 0.0060650000000000009 0.092655000000000015 -0.070889999999999995 0.080710000000000018 -0.55119499999999988 0.092670000000000016 0.25063000000000007 0.091545000000000015 0.11669000000000002 -0.073309999999999986 -0.090599999999999986 0.10954500000000002 0.089745000000000019 0.085345000000000018 0.11890500000000002 -0.084119999999999986 -0.13309499999999996 0.085900000000000018 -0.0072499999999999986 0.092185000000000017 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 28 -4 6 7 8 9 10 16 14 13 -13 17 25 -6 18 20 -19 23 22 -15 -1 -25 29 27 -27 -2 -3
right_child=1 15 4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 21 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0057359085892831931 0.0050459665267690258 0.0012644615001045168 0.0070936269853162856 0.0018381936550878625 0.0039024917544258305 0.0057764443953307147 -0.00068954811990261074 0.0079257830410547885 0.0074584090555815594 -0.0010092120207846166 0.0077276501211930408 0.010999428848680553 0.00094877006158640149 0.00033746710629202427 0.00265866557310801 -0.0018157618624779087 0.00081272223731502884 0.0060843536397442227 0.0092274374863434896 0.00018858156717297707 0.0087709773583589373 0.0074226538800904827 0.0045676846216757142 0.0056341720861382786 0.00054378463421016936 -0.001503889747571362 -0.0019194367033196612 0.0022099544123976339 0.0025519020990468562 0.0056467449502088131
leaf_weight=1450 147 20 46 82 215 139 25 23 23 25 22 21 32 20 32 24 35 25 37 22 37 31 267 20 20 23 20 158 50 30
leaf_count=1450 147 20 46 82 215 139 25 23 23 25 22 21 32 20 32 24 35 25 37 22 37 31 267 20 20 23 20 158 50 30
internal_value=0 0.00261262 0.00527611 0.00365622 0.00448117 0.00424415 0.00366537 0.00398279 0.00369938 0.00340828 0.0038143 0.00549438 0.00463011 0.00497761 0.00568953 0.00155385 0.00346992 0.00574974 0.00582261 0.00332463 0.00574011 0.00457995 0.0042729 0.00566485 0.00308898 0.00187604 0.0013741 0.00173803 0.00441296 0.00389383
internal_weight=0 554 2567 279 553 507 368 343 320 297 272 2014 371 339 1643 275 250 1611 1564 47 1527 318 287 1490 40 251 201 181 197 50
internal_count=3121 554 2567 279 553 507 368 343 320 297 272 2014 371 339 1643 275 250 1611 1564 47 1527 318 287 1490 40 251 201 181 197 50
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 1 2 2 4 49 1 1 52 1 1 2 1 1 52 50 47 0 1 4 16 12
split_gain=25.6306 4.04841 2.12446 1.85475 1.42136 1.24367 0.930868 0.906955 0.781887 0.676887 0.58174 0.558898 0.409519 0.3851 0.330659 0.321648 0.240034 0.217088 0.184954 0.356486 0.17815 0.159275 0.159177 0.144726 0.143327 0.142527 0.137693 0.131865 0.148326 0.134423
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.10613000000000002 -0.062539999999999984 -0.054984999999999992 0.091195000000000012 0.16175000000000003 -0.56176499999999996 0.13075500000000004 0.088975000000000012 0.097845000000000015 0.12000500000000001 0.12958500000000003 -0.16675999999999999 0.041865000000000006 0.090280000000000013 0.062580000000000011 0.13265500000000002 0.033845000000000007 -0.44310499999999992 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 20 10 -4 14 21 -13 -2 -1 23 -12 -5 25 -20 -3 -9 -10 -6 -15 27 -14 29 -29 -18
right_child=1 4 9 17 15 -7 -8 11 22 -11 16 12 26 24 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00077162638920273436 0.00040013555978017542 0.00020461231293582839 0.00065582828916342889 0.00032913215665353665 -1.3680761177120884e-05 0.0004165920455562669 0.0003513389836168951 0.00056217017066863717 0.00077107726760646878 0.00031253595345436485 0.00083189483886191007 0.00050464305900528681 0.00024279006779668669 0.00074725254483526025 0.00068845997363621114 -0.00023441244935030751 0.00077184471542700252 0.00010848124492517825 0.00038835109264700204 0.0006873246522116946 2.2379876956519623e-05 0.00034165090789981916 0.00097111290531460518 0.00016186801089041218 0.00061216897082187803 0.00059580494585277145 7.9005955855813886e-05 0.00074045770990303135 0.00062393397099178038 0.00069881415320639621
leaf_weight=1117 23 30 34 60 65 48 24 34 20 63 45 22 139 58 220 21 133 24 23 46 66 20 65 25 63 53 23 60 140 357
leaf_count=1117 23 30 34 60 65 48 24 34 20 63 45 22 139 58 220 21 133 24 23 46 66 20 65 25 63 53 23 60 140 357
internal_value=0 0.00028518 0.000717239 0.00049764 0.000176324 0.000728972 0.000735482 0.000240208 0.000739528 0.000432865 0.000732379 0.0003051 0.000253626 0.000632711 0.000757942 -1.59028e-05 0.0006925 0.000266089 0.000684774 0.000587667 7.93275e-05 0.000480496 0.000924046 3.50828e-05 0.00067692 0.000693793 0.000219537 0.000701319 0.000658891 0.000718637
internal_weight=0 673 2448 228 445 2351 2303 334 2279 97 2194 238 184 144 1337 111 857 84 812 69 96 54 85 90 121 743 162 690 200 490
internal_count=3121 673 2448 228 445 2351 2303 334 2279 97 2194 238 184 144 1337 111 857 84 812 69 96 54 85 90 121 743 162 690 200 490
is_linear=0
shrinkage=0.00196078


Tree=7134
num_leaves=31
num_cat=0
split_feature=1 52 1 44 4 454 2 160 2 484 43 2 2 10 159 2 42 42 13 52 132 4 3 160 4 12 158 159 483 156
split_gain=0.350303 0.0872561 0.0516466 0.0594788 0.0429937 0.0403354 0.0470684 0.0384781 0.0383888 0.0312258 0.0768542 0.0333147 0.0470589 0.029788 0.0276126 0.0388668 0.0312856 0.0451586 0.0649346 0.0485834 0.0404049 0.0331006 0.0309863 0.0325123 0.0281748 0.0271838 0.0264017 0.0422699 0.0257489 0.0242651
threshold=0.10337500000000001 -0.42635499999999998 0.14262000000000002 0.087770000000000015 0.40124500000000002 -0.037229999999999992 0.13622000000000004 0.10648000000000001 0.091265000000000013 0.096415000000000015 0.084740000000000024 -1.0000000180025095e-35 0.10467500000000002 -0.074314999999999978 0.082585000000000006 0.11728500000000001 0.075730000000000006 -0.079539999999999986 0.10935500000000002 -0.56176499999999996 -0.09057999999999998 -0.012509999999999999 -0.13309499999999996 0.10493500000000001 -0.078629999999999992 0.092200000000000018 0.085030000000000008 0.11109000000000001 0.0015150000000000003 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 8 -3 7 9 26 10 11 -7 25 -4 16 -16 17 21 19 -19 -21 -10 -18 24 -24 -13 27 29 -28 -1
right_child=1 2 13 -5 -6 6 -8 -9 14 -11 -12 12 -14 -15 15 -17 22 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0058009119176556647 0.00593185990015272 -0.0017470432595564488 -0.0028029913357882339 0.0079656255600804634 0.00097857928961854099 0.0012517995626613913 0.00082628651982807422 0.0072865503055610419 0.0074407745346005243 -0.00077195795602165169 0.008751548359092946 0.0085721924742260449 0.0025703069098929037 0.0013157372665323916 0.0069491013301418983 0.0021600623190170154 0.0084874018328264366 0.0078433370767161253 -0.0022585049760527908 0.0057583797687624141 0.0023731923818631432 0.0040372159148025664 0.0018266991680403325 0.0012151611492126472 0.0055368254445774361 0.0043540116182994096 0.0075513684152004618 0.0010187256033532322 0.0039775389285447698 0.0044677964815822311
leaf_weight=1204 82 20 22 22 22 90 94 23 53 20 24 22 162 87 111 20 28 25 20 46 151 62 22 21 294 50 126 20 24 154
leaf_count=1204 82 20 22 22 22 90 94 23 53 20 24 22 162 87 111 20 28 25 20 46 151 62 22 21 294 50 126 20 24 154
internal_value=0 0.00286173 0.00246589 0.00287572 0.005379 0.00265398 0.00283546 0.00331849 0.00541965 0.00307049 0.00329132 0.00288685 0.00351572 0.000484434 0.00488224 0.00621795 0.00463989 0.00397428 0.00319897 0.00369063 0.00316364 0.00560581 0.0052909 0.00502532 0.00527853 0.0056429 0.00571966 0.00558252 0.00697956 0.00564973
internal_weight=0 718 636 527 2403 505 485 391 2381 368 348 324 234 109 853 131 722 357 242 222 197 115 365 337 316 72 1528 1378 150 1358
internal_count=3121 718 636 527 2403 505 485 391 2381 368 348 324 234 109 853 131 722 357 242 222 197 115 365 337 316 72 1528 1378 150 1358
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=31
num_cat=0
split_feature=1 52 3 0 132 3 14 2 124 148 2 9 51 15 15 15 2 40 48 48 48 51 150 47 42 43 0 42 4 3
split_gain=0.283746 0.0708646 0.0426947 0.0376936 0.0328024 0.0361382 0.0316595 0.0309822 0.0282934 0.0282393 0.0284333 0.0482084 0.0283605 0.0288179 0.0498971 0.0335264 0.0272043 0.0265823 0.026473 0.0265036 0.0263723 0.0259315 0.0254721 0.0241963 0.0237789 0.0639714 0.0271015 0.0503156 0.0261401 0.0311409
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.22582000000000002 0.10512500000000001 0.42240500000000009 0.062655000000000016 -0.13033999999999998 0.0049200000000000008 -0.095079999999999984 0.11548000000000001 -1.0000000180025095e-35 0.091000000000000011 -0.41942499999999994 -0.11345499999999999 -0.090344999999999995 0.092235000000000025 -0.077474999999999988 -0.035774999999999994 0.10168500000000001 0.10697000000000002 0.14122000000000004 0.096430000000000002 0.081320000000000017 -0.015274999999999999 -0.12152999999999999 -0.071719999999999992 0.11387000000000001 0.010840000000000001 -0.084724999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 6 5 -4 7 -1 9 -3 11 17 13 -13 -15 -16 24 -11 -18 22 -21 -12 23 -20 28 -26 27 -27 29 -9
right_child=1 2 4 -5 -6 -7 -8 16 -10 10 21 12 -14 14 15 -17 18 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00088778909295797361 0.0052510679237917201 -0.00081995785945937743 0.00058375576128517946 0.00062298176954278636 0.0033383254323982531 -0.0043682506564073267 0.006728780399118498 0.0054791605977516158 -0.000136211698797221 0.0028564836909728392 0.0016198854800181422 0.0013958694670643463 0.0073799143294588886 0.0091291220230050388 0.00083118758251657713 0.0046384035475957805 0.0013355527123037195 -0.0014129233404528352 0.0044100458865034891 -0.000374735173370157 0.0039324590920428327 0.0054197677271440627 0.0080837137652062154 0.0073182382714003322 0.00020754405433825895 0.004955574405401445 0.0066083178536602023 0.0011958152785695889 0.0022908619111625568 0.0077309698215685787
leaf_weight=20 87 21 56 21 27 20 89 320 36 35 176 38 26 20 30 101 28 25 617 21 44 20 21 30 29 937 92 37 21 76
leaf_count=20 87 21 56 21 27 20 89 320 36 35 176 38 26 20 30 101 28 25 617 21 44 20 21 30 29 937 92 37 21 76
internal_value=0 0.00257555 0.00220666 0.0048411 0.000344273 -0.000719404 0.00487828 0.00480646 0.00256997 0.00276798 0.00292795 0.0035839 0.00428334 0.00385735 0.0044768 0.00376652 0.00484094 0.00107756 0.0043533 0.00446857 0.0025409 0.00200763 0.00465614 0.00454489 0.00508637 0.00484165 0.00496771 0.00481275 0.005729 0.00591133
internal_weight=0 718 631 2403 103 76 2382 2293 528 492 471 275 215 189 151 131 2273 60 761 733 65 196 668 647 1512 1095 1066 974 417 396
internal_count=3121 718 631 2403 103 76 2382 2293 528 492 471 275 215 189 151 131 2273 60 761 733 65 196 668 647 1512 1095 1066 974 417 396
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=31
num_cat=0
split_feature=1 52 105 2 1348 4 52 2 48 106 51 2 42 16 4 50 42 42 52 0 4 48 3 1 48 15 131 14 402 124
split_gain=0.229909 0.0634735 0.0418075 0.0647452 0.0328135 0.0311996 0.030586 0.0267652 0.0263312 0.0266592 0.0302797 0.0387668 0.024441 0.0243923 0.0287866 0.0302685 0.0274204 0.0460939 0.0286215 0.0358713 0.0308512 0.0275792 0.0326259 0.0262641 0.0263867 0.0235086 0.0330104 0.0339954 0.0231381 0.0222919
threshold=0.10293500000000001 -0.42635499999999998 1.0000000180025095e-35 0.31358000000000003 0.092395000000000019 0.40124500000000002 0.19022000000000003 0.092235000000000025 0.14174500000000004 0.087690000000000004 0.11326500000000002 0.13501500000000002 0.090545000000000014 -0.45661999999999997 0.057560000000000007 -0.14320999999999998 0.075730000000000006 0.086325000000000013 -0.56368999999999991 -0.030209999999999997 -0.42529999999999996 0.088735000000000022 -0.082334999999999978 0.093575000000000019 0.078735000000000013 0.013270000000000002 0.096070000000000016 -0.44847999999999993 0.020685000000000005 -0.087144999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 4 6 7 8 -1 9 10 11 25 -2 -9 15 -15 18 -18 -17 23 -21 22 -19 24 28 26 27 -3 -20 -29
right_child=1 2 -4 -5 -6 -7 -8 13 -10 -11 -12 -13 -14 14 -16 16 17 21 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0046360648082641861 0.0058250775201789421 0.0052367118140682588 0.0065016073102015072 -0.0028429350499728965 -0.0018064604739525488 0.00061625171643258508 0.0042975607350291241 0.0057911536638130204 -0.00072610964998602871 -0.00078608307060143304 0.0054114126212274037 0.00040317580406554047 0.0019763493973931128 0.0066973163885995753 0.002354323397248365 0.0066416267326778987 0.0084195960404550921 0.0072802034156346646 0.0025485383369064389 0.0023778714887689937 -0.0023354855202515389 0.0016606179262070283 0.0039909160727573606 0.00055658539775042587 0.006053020450183088 0.0056018119417130946 0.005614760451837732 0.00462503967118328 0.0057009196110690639 0.0013502647884538251
leaf_weight=1582 66 30 20 28 21 22 63 64 34 29 30 100 22 40 122 22 28 37 104 41 21 38 163 26 45 25 29 23 30 216
leaf_count=1582 66 30 20 28 21 22 63 64 34 29 30 100 22 40 122 22 28 37 104 41 21 38 163 26 45 25 29 23 30 216
internal_value=0 0.00234288 0.00200065 0.00185731 0.00207666 0.0043647 0.0022175 0.0043996 0.00196353 0.00215326 0.00234143 0.0021237 0.0048629 0.0039206 0.00375363 0.00404055 0.00384907 0.00458173 0.00317473 0.00288906 0.000781412 0.00413021 0.00459943 0.0035265 0.00395789 0.00265637 0.00240927 0.0020637 0.0032543 0.00166541
internal_weight=0 736 648 628 600 2385 579 2363 516 482 453 423 88 781 717 595 555 266 289 267 62 238 200 205 179 323 298 269 134 239
internal_count=3121 736 648 628 600 2385 579 2363 516 482 453 423 88 781 717 595 555 266 289 267 62 238 200 205 179 323 298 269 134 239
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=31
num_cat=0
split_feature=1 4 2 96 15 10 2 132 133 454 3 14 10 2 51 3 15 160 43 4 0 51 51 50 2 0 1 160 13 16
split_gain=0.18683 0.0711301 0.046463 0.041367 0.0332488 0.0439448 0.0341023 0.0316096 0.0338765 0.0310152 0.029751 0.0277326 0.027519 0.0331831 0.0296038 0.0247745 0.0635897 0.0525894 0.0255303 0.0302632 0.0381519 0.0272805 0.0260684 0.0259961 0.0261154 0.0408969 0.0373912 0.0339756 0.0278417 0.0249492
threshold=0.096325000000000008 -0.15764999999999998 0.13754500000000003 0.087655000000000025 -0.079929999999999987 -0.38124499999999995 0.16394500000000004 -1.0000000180025095e-35 0.087435000000000013 -0.037229999999999992 -0.0025099999999999996 0.062655000000000016 0.094860000000000014 -0.14451499999999998 0.10681500000000001 -0.12018999999999998 0.040760000000000005 -0.020569999999999995 -0.0019149999999999998 0.0045450000000000013 -0.099059999999999995 0.14122000000000004 0.095050000000000009 0.11875500000000001 0.084885000000000002 -0.087184999999999985 0.08864000000000001 0.050340000000000003 -0.088464999999999988 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 7 5 -4 -7 -3 9 -9 -10 15 13 -11 -15 16 17 -1 19 20 -17 22 -22 24 25 -20 -26 -28 -27 -21
right_child=1 2 4 -5 -6 6 -8 8 10 12 -12 -13 -14 14 -16 18 -18 -19 23 29 21 -23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.0015303449294725923 0.0044177600469187837 -0.00046801215037703517 0.0043416874250397086 -0.0016308472214195018 -0.0026319177355617288 0.0010752382820161681 -0.003606952800016318 -0.00085692348875454627 0.0018850016201582009 0.0072549705216217609 -0.0023035062966466121 0.0057676842294832956 0.00019544046231673965 0.0028805613648433212 0.0058214062316294174 0.0086565882898867134 0.0071122714531763158 0.0032723151305394265 0.0071677040744652148 0.0050428722153550813 0.0043374954738526665 0.0017206306924651329 0.0065887583807731675 0.00035759422641534072 0.0034912387219568097 0.00026011760579422119 -0.0026359056122601033 0.003192956387065351 0.0044116662235908393 0.00262915194816542
leaf_weight=38 131 35 30 26 31 60 21 20 74 21 22 84 29 345 38 21 24 57 47 56 1083 38 54 26 384 20 20 20 84 182
leaf_count=38 131 35 30 26 31 60 21 20 74 21 22 84 29 345 38 21 24 57 47 56 1083 38 54 26 384 20 20 20 84 182
internal_value=0 0.00226736 0.00189275 0.002272 0.000263588 0.00107224 -0.000138663 0.00244576 0.00263152 0.00299314 0.000925135 0.00398511 0.00317097 0.00338456 0.00317234 0.00391559 0.00251314 0.00135125 0.0039976 0.0042269 0.00443183 0.00435633 0.00444442 0.00345048 0.00359033 0.00471963 0.00318815 0.000278525 0.00361329 0.00319709
internal_weight=0 883 752 610 142 111 81 584 549 453 96 2238 433 404 383 2154 119 95 2035 1434 1196 1175 1137 601 575 151 424 40 104 238
internal_count=3121 883 752 610 142 111 81 584 549 453 96 2238 433 404 383 2154 119 95 2035 1434 1196 1175 1137 601 575 151 424 40 104 238
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 4 1 2 14 2 4 0 1 3 0 11 0 4 132 47 1 3 4 2 52 49 159 3
split_gain=15.8525 2.58119 1.56787 1.36873 0.940876 0.797537 0.470975 0.445004 0.40923 0.381925 0.369433 0.277623 0.347623 0.262343 0.259474 0.368134 0.172964 0.196055 0.152376 0.142239 0.142038 0.123388 0.122792 0.113586 0.110948 0.108058 0.104931 0.10548 0.102289 0.100378
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 -1.0000000180025095e-35 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.062655000000000016 0.14753000000000002 0.40945500000000007 -0.18113999999999997 0.080270000000000022 -0.12018999999999998 0.18019500000000002 0.077290000000000011 -0.10474999999999998 0.0067750000000000006 0.08764000000000001 0.078875000000000015 0.14000500000000002 -0.11171999999999999 0.022185000000000003 0.17760500000000004 0.26746000000000009 0.08734500000000002 0.0089800000000000019 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 10 -4 -6 -5 13 14 12 29 -7 26 -16 17 23 21 -20 22 -17 -13 -15 28 -24 -1 -28 -25 -8
right_child=1 2 6 8 7 9 11 -9 -10 -11 -12 20 -14 16 15 18 -18 -19 19 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0008110657699047139 0.00076490918289875943 0.00039902646572099787 0.00051855738906872483 0.00070432217334071652 0.00071286782622337341 0.00057102384765867972 0.00032162099251599978 0.00042401191887418672 0.00043739697908553058 0.00053308933825440977 0.00094237506842025087 0.00022626059389295773 0.00022618368772316346 0.00061864592068548079 0.00054201744119423663 0.00060749106285199264 0.0005565593070259281 0.00084226403962128478 0.00078810468467897007 0.0006482151041136069 0.00029642896224108954 0.00078856899813516254 0.00014423547149788028 0.00074442710928690915 0.00069716808176539899 -4.6012508259578182e-05 0.00060782033584865869 0.00080678798014821574 0.00084574943500950197 0.00049599364976660393
leaf_weight=940 74 226 26 34 70 39 22 29 63 41 62 24 105 33 30 39 20 67 408 30 21 23 24 351 184 22 20 21 43 30
leaf_count=940 74 226 26 34 70 39 22 29 63 41 62 24 105 33 30 39 20 67 408 30 21 23 24 351 184 22 20 21 43 30
internal_value=0 0.000419424 0.000376743 0.000759215 0.000468853 0.000768633 0.000267489 0.000628253 0.000530958 0.000717281 0.000794031 0.000241167 0.000291113 0.000727528 0.000787944 0.000752987 0.000736273 0.000741574 0.000765645 0.000778523 0.000154996 0.000674665 0.000112566 0.000730533 0.000736921 5.32473e-05 0.000806831 0.000709731 0.000755485 0.000422221
internal_weight=0 673 599 2448 325 2351 274 99 97 778 1573 248 157 737 1511 530 698 678 500 438 91 62 70 611 578 46 981 41 394 52
internal_count=3121 673 599 2448 325 2351 274 99 97 778 1573 248 157 737 1511 530 698 678 500 438 91 62 70 611 578 46 981 41 394 52
is_linear=0
shrinkage=0.00196078


Tree=7139
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 47 15 1 13 4 13 1 4 15 3 4 0 2 15 16 1 14 1 47 1 4 16
split_gain=14.2553 2.61146 1.18047 1.04107 0.74686 0.725657 0.557132 0.485317 0.347313 0.318802 0.301379 0.271229 0.221613 0.208219 0.198208 0.169499 0.240332 0.273342 0.195133 0.149197 0.144466 0.14443 0.137696 0.121884 0.120649 0.109706 0.113082 0.106844 0.0993044 0.0938788
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.024640000000000006 0.09253500000000002 -1.0000000180025095e-35 0.024790000000000003 -0.077799999999999994 0.122715 -0.27825499999999997 -0.11033999999999998 0.090900000000000009 -0.055319999999999994 -0.065229999999999996 0.13501500000000002 0.087685000000000013 -0.095094999999999985 0.079415000000000013 0.096015000000000017 0.12337000000000002 0.078345000000000012 0.16175000000000003 -0.036839999999999991 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 11 6 7 9 27 13 -4 25 -13 19 28 23 -17 18 -18 -1 -5 22 -11 -15 -9 26 -3 -6 -2 -24
right_child=1 4 10 20 8 -7 -8 24 -10 21 -12 12 -14 15 -16 16 17 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075182161553204283 0.0007779406525340734 0.0003349586879832576 0.00066289681110922097 0.000450971557114217 0.00019634876976607526 0.0004962320632782149 0.0004426331570131546 0.00093465692856732532 0.00044103528309463898 0.00068226881201630444 0.00043382981691800503 0.00057411663444718517 0.00038716294679193487 0.00066129379533016422 0.0005308508092790661 0.00076177938023180359 0.00050103766719500223 0.00047108022253041014 0.00068021509537255205 0.00061762334463093098 0.0002686144302949271 0.00074461536446692096 0.00079517992165410809 0.00080170081889076067 0.00077054827623191031 0.0002581991555952856 0.00048956336128175152 5.422255353016012e-05 0.00066170985769722077 0.00091000267200999792
leaf_weight=504 50 105 34 61 109 48 24 61 21 39 63 38 68 34 29 100 25 29 358 34 23 649 313 79 24 57 22 25 65 30
leaf_count=504 50 105 34 61 109 48 24 61 21 39 63 38 68 34 29 100 25 29 358 34 23 649 313 79 24 57 22 25 65 30
internal_value=0 0.00040388 0.0007261 0.000574519 0.000316452 0.000734846 0.000739819 0.000742949 0.000206576 0.000737317 0.000514121 0.000375179 0.000454184 0.000715063 0.000675714 0.000690721 0.000675551 0.000654622 0.000668519 0.000743341 0.00040104 0.00076242 0.00079267 0.000759454 0.00088832 0.000329665 0.000361741 0.000169833 0.000712245 0.000805223
internal_weight=0 673 2448 228 445 2351 2303 2279 155 2194 97 290 106 1163 144 625 512 412 383 538 84 1031 382 113 85 184 127 134 115 343
internal_count=3121 673 2448 228 445 2351 2303 2279 155 2194 97 290 106 1163 144 625 512 412 383 538 84 1031 382 113 85 184 127 134 115 343
is_linear=0
shrinkage=0.00196078


Tree=7140
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 43 14 2 1 2 12 1 49 3 4 1 52 0 1 11 47 391 2 0 2 16 43 43
split_gain=19.7477 3.23475 1.85277 1.39062 1.16264 1.02501 0.838254 0.669299 0.576563 0.459238 0.402667 0.371479 0.363284 0.308555 0.305408 0.275665 0.34833 0.240784 0.237844 0.209218 0.167421 0.162551 0.153344 0.145388 0.139397 0.137365 0.135537 0.132773 0.129633 0.123914
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 -0.025214999999999998 0.062655000000000016 0.089525000000000007 0.077845000000000011 0.14530500000000005 -0.42850999999999995 0.12205500000000001 -0.054984999999999992 0.30112000000000005 0.024790000000000003 0.090540000000000023 -0.56176499999999996 -0.22491999999999998 0.14173500000000003 1.0000000180025095e-35 0.090280000000000013 -1.0000000180025095e-35 0.12992500000000004 -0.22491999999999998 0.11510000000000002 0.11346000000000002 -0.080324999999999994 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 8 13 9 17 -4 15 -6 -3 -2 16 -9 -1 -11 -20 -14 -10 -16 -21 -5 -18 -27 -7 -12 -25
right_child=1 4 10 24 12 27 -8 11 21 18 28 -13 20 -15 22 -17 25 -19 19 23 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.00090130339099241574 0.00057078891855371575 0.00042281181831179565 0.00078303348429563672 0.00051244804695998862 0.00033276585494207233 0.00048278783592725589 0.00050261789792844277 0.00076747316440625105 0.00089660158109915091 0.00096966872547706495 0.00055853587990047559 0.00026671950284471639 0.00017439336336296166 0.00026043769099033822 0.00089002552318202225 0.0003861178177510141 0.00043688599554623858 0.00083294303256123826 0.00066786217354877179 0.00066434495589312386 -4.1270886931349249e-05 0.0010847882731677659 0.00075030113923152657 0.00084674862145247729 0.00033774503648244573 0.00067381188650435849 0.0004667747378641484 0.00068975798984899871 0.00037120944062503527 0.00078830965123015547
leaf_weight=1053 23 89 28 59 35 26 24 31 25 45 49 21 31 91 58 33 38 244 32 20 25 60 63 620 25 31 20 22 20 180
leaf_count=1053 23 89 28 59 35 26 24 31 25 45 49 21 31 91 58 33 38 244 32 20 25 60 63 620 25 31 20 22 20 180
internal_value=0 0.000471037 0.000850283 0.00066095 0.000373733 0.00086124 0.000867151 0.000424548 0.00087099 0.000864851 0.000584715 0.000511264 0.000176057 0.000340723 0.000777907 0.000544829 0.000588475 0.000888443 0.00083074 0.000823402 7.81147e-05 0.00102944 0.000817276 0.000829472 0.000460453 0.000526127 0.000592621 0.000577649 0.000504238 0.0008336
internal_weight=0 673 2448 228 445 2351 2303 354 2279 2194 97 174 91 180 144 153 120 1297 897 852 56 85 121 820 84 89 51 48 69 800
internal_count=3121 673 2448 228 445 2351 2303 354 2279 2194 97 174 91 180 144 153 120 1297 897 852 56 85 121 820 84 89 51 48 69 800
is_linear=0
shrinkage=0.00196078


Tree=7141
num_leaves=31
num_cat=0
split_feature=1 52 3 123 2 12 2 457 12 40 16 0 16 15 15 0 4 43 374 40 45 4 3 0 48 1212 130 1213 48 3
split_gain=0.333306 0.0794656 0.0504011 0.0391527 0.0331806 0.0287819 0.0353813 0.0387674 0.0309729 0.0562464 0.027776 0.0252821 0.0312132 0.0307657 0.0245144 0.0324909 0.0306279 0.0240141 0.0312077 0.025359 0.0231605 0.0257097 0.0436434 0.0332897 0.0467282 0.0311078 0.0602953 0.0299366 0.0270744 0.0267653
threshold=0.10337500000000001 -0.40967499999999996 0.31299000000000005 1.0000000180025095e-35 0.13754500000000003 -0.010834999999999999 0.11474000000000002 0.083415000000000017 -0.10022999999999999 -0.063404999999999989 0.11346000000000002 -0.10474999999999998 -0.25582999999999995 -0.40580499999999992 -0.0088349999999999974 -0.070154999999999981 0.25615500000000008 -0.072864999999999985 0.086450000000000013 -0.086109999999999978 0.081955000000000014 -0.082249999999999976 0.092670000000000016 -0.086934999999999985 0.092475000000000016 0.090465000000000018 -1.0000000180025095e-35 0.04198000000000001 0.016865000000000002 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 20 8 7 -7 -3 17 -6 12 -4 -13 15 16 -8 18 19 -10 21 23 29 27 25 -25 -27 -1 -24 -23
right_child=1 2 11 -5 10 6 14 -9 9 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.00665188100426755 0.0057746449584441112 0.0055736830394545744 -0.00016806588973850012 0.003338634934710611 0.00056496415659785279 0.00524842887770965 0.0077793308347463607 0.00096868755179457366 -5.0009579651735046e-05 -0.0014148244441932311 0.0054982297266611743 0.0016634194136020684 0.0040897381054519708 -0.0035285566510865466 -8.835984704395135e-05 0.0011359867639839649 0.003186638823069 0.0058376194036100061 -0.0013004084583371879 0.0038558963578372431 0.0084973934849795815 0.0025081698688154577 -0.00056669705780223014 0.0062057002836120997 0.0011742931769483469 0.0073121870522973717 0.00098245578051051681 0.010327167670916895 0.0045742907550274615 0.0054298427029476114
leaf_weight=94 87 22 36 89 25 138 20 25 22 46 21 21 33 25 30 50 53 20 22 68 26 32 20 407 22 27 34 29 21 1556
leaf_count=94 87 22 36 89 25 138 20 25 22 46 21 21 33 25 30 50 53 20 22 68 26 32 20 407 22 27 34 29 21 1556
internal_value=0 0.00294141 0.00255078 0.00539685 0.00547601 0.0029727 0.00356686 0.00459203 0.00203392 0.00159642 0.00281711 0.000657642 0.00186828 -0.00115831 0.00247469 0.00309982 0.00444491 0.00264579 0.00207582 0.00290112 0.00552994 0.00549553 0.0052878 0.00604756 0.00567834 0.00589007 0.00378414 0.00751841 0.00206649 0.00537097
internal_weight=0 718 631 2403 2314 516 316 163 200 178 46 115 69 46 153 123 73 132 112 90 2268 2242 1629 613 490 468 61 123 41 1588
internal_count=3121 718 631 2403 2314 516 316 163 200 178 46 115 69 46 153 123 73 132 112 90 2268 2242 1629 613 490 468 61 123 41 1588
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=31
num_cat=0
split_feature=1 52 11 9 2 9 0 14 0 15 15 4 1 4 160 13 4 0 475 48 4 49 160 51 51 13 130 160 4 16
split_gain=0.27061 0.0707869 0.0427167 0.0427468 0.0372522 0.054259 0.0351282 0.0302011 0.0299183 0.0616949 0.0500489 0.0530815 0.0431274 0.0324622 0.0285897 0.0274808 0.032324 0.0274631 0.0342935 0.0329309 0.0432763 0.0365046 0.0312381 0.0299252 0.0738248 0.0307047 0.0271021 0.0266629 0.0330841 0.0393429
threshold=0.10293500000000001 -0.42635499999999998 -1.0000000180025095e-35 0.099965000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.22582000000000002 0.062655000000000016 -0.10474999999999998 -0.11033999999999998 0.083195000000000005 -0.018869999999999994 0.083135000000000014 0.022185000000000003 0.08443500000000001 -0.016469999999999995 0.62931500000000018 -0.086074999999999985 -0.091889999999999986 0.092475000000000016 -0.51253999999999988 -0.081404999999999991 -0.04016999999999999 -0.091239999999999974 -0.14097999999999997 -0.092879999999999976 -0.076894999999999977 -0.063384999999999983 0.024790000000000003 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 8 9 -1 11 -11 -13 17 -14 16 -6 -10 -19 20 -20 -22 -21 24 -23 -25 -17 -28 -29 -30
right_child=1 2 3 -5 15 -7 -8 -9 13 10 -12 12 14 -15 -16 26 -18 18 19 22 21 23 -24 25 -26 -27 27 28 29 -31
leaf_value=0.0057912899440990626 0.0053337901986775585 -0.0022384837979916483 0.0012837017134412147 -0.00088961839533617927 0.00079218760580954952 0.0048611912059575895 0.00079413743418020512 0.0067093201358331724 0.0057013162924065648 -0.0031093870382755996 0.0062223084720558139 0.0053581737123230208 -0.0011166434512233537 0.0037627408372574753 0.0031444336317719953 0.00048681445218421316 0.0048617300386963923 0.0073607622916684852 0.0080611358249060277 -0.0004594474480572072 0.0012518217510158391 0.0050923733972013004 0.0040230888969985381 0.0018720087600916987 -0.0022893425077199939 0.0050668434610603927 0.0059295207839958107 0.0053648448885521959 0.0031228529233928949 -0.0015006481777303496
leaf_weight=93 88 20 61 36 173 139 21 89 524 20 29 35 32 205 31 37 22 52 41 22 29 42 53 31 20 1016 35 36 63 26
leaf_count=93 88 20 61 36 173 139 21 89 524 20 29 35 32 205 31 37 22 52 41 22 29 42 53 31 20 1016 35 36 63 26
internal_value=0 0.00267255 0.00231115 0.00245604 0.00265949 0.00377006 0.00486604 0.00490221 0.00483152 0.00377554 0.00250027 0.00158554 0.00254368 0.00495606 0.000980077 0.00209288 0.00125132 0.00508973 0.00484435 0.00474 0.00486925 0.00475425 0.00270821 0.00484584 0.00271117 0.00497225 0.0029259 0.00348994 0.00280686 0.00177217
internal_weight=0 736 648 628 592 200 2385 2364 2275 240 147 118 98 2035 63 392 195 1830 1306 1254 1179 1138 75 1109 62 1047 197 160 125 89
internal_count=3121 736 648 628 592 200 2385 2364 2275 240 147 118 98 2035 63 392 195 1830 1306 1254 1179 1138 75 1109 62 1047 197 160 125 89
is_linear=0
shrinkage=0.1


Tree=7143
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 14 457 2 2 1 4 3 1 49 3 50 1 475 13 1375 3 1 1 47 15 16 3 1
split_gain=13.665 1.83765 1.56896 0.919468 0.884314 0.72195 0.513312 0.462361 0.43366 0.413621 0.412004 0.364843 0.237004 0.226807 0.245562 0.189922 0.175668 0.169114 0.143359 0.140044 0.138349 0.134044 0.126468 0.123556 0.107185 0.1053 0.104421 0.103135 0.100282 0.0976931
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.076175000000000007 0.080930000000000016 0.14285500000000004 0.10803500000000001 0.09253500000000002 -0.55119499999999988 -0.12018999999999998 0.080270000000000022 -0.012034999999999999 -0.081234999999999988 0.041865000000000006 0.12000500000000001 -0.06562999999999998 -1.0000000180025095e-35 -0.07273499999999998 0.12745000000000004 0.12958500000000003 0.13075500000000004 0.090280000000000013 -0.089964999999999976 -0.11118499999999999 0.10732000000000001 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 15 6 18 12 9 19 23 -4 -1 14 -14 -2 -15 26 -3 -5 29 -18 -22 -8 -6 -17 27 -7 -21 -12
right_child=1 5 11 8 24 17 10 -9 -10 -11 20 -13 13 16 -16 25 21 -19 -20 28 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093096090958653 0.0004763228696424003 0.00036160981168839595 0.00065091739396855764 0.00075816423285241224 0.00042497396965821579 0.00022179642399179297 0.00068409029666646488 0.00088821743276546047 0.00043042971738619512 0.00046699298564447652 0.00036150820183365653 0.00040704683712080046 0.00072906638464929657 0.0007520580817749849 0.00052004496475645137 0.00077378683935124708 0.00055776115760805447 0.00030778975255483956 0.00018464508026493 0.0006707020698158557 0.00036486498557212875 0.0007167448882622197 0.00053968022389233475 0.00047114866986578584 0.00026556126475851572 0.00063635585243996932 1.0780623233910325e-05 5.1363099425775456e-05 0.00053387180355887157 0.00022810850822875805
leaf_weight=23 20 24 34 70 50 43 22 77 34 39 62 77 47 1024 40 34 21 26 66 322 41 701 26 20 24 58 22 20 22 32
leaf_count=23 20 24 34 70 50 43 22 77 34 39 62 77 47 1024 40 34 21 26 66 322 41 701 26 20 24 58 22 20 22 32
internal_value=0 0.000378326 0.000709694 0.000720149 0.000539602 0.000304076 0.000355093 0.000739333 0.000644004 0.000660034 0.000409739 0.000481746 0.000733157 0.000730675 0.000632965 0.000649499 0.000735543 0.000169407 0.000231836 0.000678219 0.000364622 0.000712121 0.000432704 0.00058269 0.000373273 0.000687146 0.000127079 0.000167691 0.000661951 0.000316096
internal_weight=0 590 2531 2420 186 404 293 1933 487 453 203 111 1856 1833 87 112 1746 111 90 414 161 722 67 42 74 92 85 63 344 94
internal_count=3121 590 2531 2420 186 404 293 1933 487 453 203 111 1856 1833 87 112 1746 111 90 414 161 722 67 42 74 92 85 63 344 94
is_linear=0
shrinkage=0.00196078


Tree=7144
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 160 480 43 159 2 12 12 403 150 49 4 131 12 132 1213 15 483 158 49 11 1429 52 48 159
split_gain=0.274659 0.0701222 0.044451 0.0337849 0.0327238 0.0283888 0.0262119 0.0252399 0.0250315 0.0249998 0.0336588 0.0275961 0.0247372 0.0267977 0.0265138 0.0246869 0.0259443 0.0227885 0.0226828 0.0256527 0.0225738 0.022165 0.0212334 0.0292382 0.0277944 0.0252901 0.0274366 0.071246 0.0373 0.0316484
threshold=0.10293500000000001 -0.42635499999999998 0.13707500000000003 0.11734000000000001 0.40124500000000002 0.092235000000000025 -0.24498999999999996 0.11747 0.070450000000000013 0.082585000000000006 0.10882500000000002 0.13597000000000004 0.080890000000000017 -0.53255499999999989 0.083555000000000004 0.065470000000000014 0.25615500000000008 0.095715000000000008 0.096210000000000004 0.090145000000000017 0.39818500000000007 -0.11033999999999998 -0.070084999999999981 -0.42403999999999992 0.084075000000000025 0.080455000000000013 0.084770000000000012 -0.057699999999999994 -0.089099999999999999 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 20 -3 9 17 11 15 12 14 -14 -7 -11 -17 18 19 -8 22 -15 24 -24 -1 26 28 -28 -25 -30
right_child=1 2 -4 -5 -6 7 8 -9 -10 10 -12 -13 13 21 -16 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.0057271241499335475 0.0053794973934683105 0.0059158605232369158 0.00094824902789252701 0.0059418587698460076 0.0011017148171297529 0.0037104535749643494 0.0025344285233702794 0.0079029731773993094 0.0055209347279742364 0.0050792963951773185 0.0029937579628136575 0.00088333523040637373 0.0011104461886653942 0.0076588571118190885 -2.5878470067096794e-05 0.010848394730551677 0.0059344045147078023 0.0048649257972776415 -0.00030670281990456422 -0.00099826388230377983 0.008034041996247002 0.0045972904479727834 0.0014524049347859214 0.009463020395487548 0.0097994864474804638 0.0078620958932195655 -0.0005090658372688678 0.0054119279041838983 0.0051733786011573827 0.0011640905716922135
leaf_weight=83 88 23 164 33 22 109 313 21 25 44 33 25 21 25 23 22 21 31 37 22 28 437 22 20 21 33 31 59 1265 20
leaf_count=83 88 23 164 33 22 109 313 21 25 44 33 25 21 25 23 22 21 31 37 22 28 437 22 20 21 33 31 59 1265 20
internal_value=0 0.00273078 0.00237108 0.0028532 0.00494062 0.00497637 0.0026272 0.00448306 0.00245047 0.00438856 0.00571309 0.00414021 0.0042726 0.00460415 0.00305943 0.00674455 0.00844854 0.00226 0.00204292 0.00230243 0.0052199 0.00476296 0.0051692 0.0050702 0.00654943 0.00512594 0.00506121 0.00337247 0.00517768 0.00511098
internal_weight=0 736 648 484 2385 2363 451 781 428 760 120 640 615 483 132 87 43 403 372 335 1582 462 1554 1450 104 1428 1395 90 1305 1285
internal_count=3121 736 648 484 2385 2363 451 781 428 760 120 640 615 483 132 87 43 403 372 335 1582 462 1554 1450 104 1428 1395 90 1305 1285
is_linear=0
shrinkage=0.1


Tree=7145
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 4 1 2 2 4 0 4 0 15 131 16 2 16 47 0 4 3 160 16 1 4 3
split_gain=24.0095 4.03239 2.49328 2.10661 1.46776 1.08989 0.794775 0.792049 0.812425 0.662269 0.654326 0.44232 0.483757 0.43768 0.374825 0.369006 0.368882 0.223645 0.185524 0.177031 0.175417 0.174223 0.172238 0.211195 0.180381 0.257241 0.17882 0.152538 0.147555 0.145002
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.033845000000000007 0.09253500000000002 0.10672500000000001 0.14285500000000004 0.40945500000000007 -0.11173999999999999 0.40124500000000002 -0.079119999999999982 -0.10469999999999999 0.086835000000000009 -0.039889999999999988 0.087675000000000017 -0.44310499999999992 0.090100000000000013 0.18019500000000002 -0.49405499999999997 -0.096544999999999978 -0.071139999999999995 0.19444000000000003 0.11829500000000003 -0.036839999999999991 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 21 7 -4 8 13 -5 27 12 29 16 20 -15 -1 -13 -18 -9 -10 -3 23 26 25 -25 -17 -6 -2 -8
right_child=1 2 6 9 10 -7 11 19 14 -11 -12 17 -14 15 -16 22 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0009169689273717356 0.00087182935780169915 0.00033094615259623874 0.00051437755217874023 0.00073488800063505858 0.00079119638617374791 0.00051677619514901645 0.00025421199467410926 0.0010759185079266043 0.00081415413563547571 0.00039532270801430141 0.0003835652041162888 9.4984284932143886e-06 0.00014278879048450782 0.0008497576319467854 0.00047781096673966229 0.0010388357883074036 0.0005273692749998808 0.00023214085419361817 0.00074374930060231218 0.0008940970734888765 0.00070280594538237279 0.00048523432510421874 0.00061245037206247746 0.00051704882884833045 0.00079778676816061431 0.00076054094460377062 0.00083701294382657846 0.00059022795774188691 0.00068479068942514122 0.00047123233884216573
leaf_weight=20 50 191 26 34 53 48 20 50 75 63 28 82 95 1190 24 21 39 22 25 35 198 33 20 22 429 69 86 20 24 29
leaf_count=20 50 191 26 34 53 48 20 50 75 63 28 82 95 1190 24 21 39 22 25 35 198 33 20 22 429 69 86 20 24 29
internal_value=0 0.00037935 0.000326003 0.000797522 0.000442158 0.000809205 0.000188229 0.0008153 0.000808182 0.000514346 0.000638394 0.000154036 0.000224409 0.000822937 0.000712743 0.000829266 0.00068453 5.65959e-05 0.000611893 0.00100105 0.000733396 0.000353676 0.000791577 0.000797291 0.000780967 0.000701675 0.000876623 0.000736137 0.000811168 0.000382653
internal_weight=0 673 599 2448 325 2351 274 2303 2218 97 101 248 144 1921 297 1837 84 104 64 85 273 224 647 627 520 91 107 73 74 49
internal_count=3121 673 599 2448 325 2351 274 2303 2218 97 101 248 144 1921 297 1837 84 104 64 85 273 224 647 627 520 91 107 73 74 49
is_linear=0
shrinkage=0.00196078


Tree=7146
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 1 457 1 2 49 1 50 39 1 39 11 13 4 52 43 1 3 3
split_gain=9.8943 1.18448 1.08463 0.637024 0.630265 0.515595 0.459524 0.302177 0.298472 0.287203 0.284368 0.228447 0.184796 0.139617 0.299239 0.122663 0.122112 0.1195 0.10974 0.106499 0.102307 0.101641 0.089155 0.101546 0.099642 0.0880404 0.0826917 0.0815817 0.0772807 0.129286
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.13754500000000003 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.089885000000000007 0.09253500000000002 0.076175000000000007 0.091195000000000012 0.080930000000000016 0.084525000000000003 -1.0000000180025095e-35 -0.012034999999999999 0.13075500000000004 0.041865000000000006 0.095830000000000012 0.12958500000000003 0.089790000000000023 1.0000000180025095e-35 -0.117405 -0.0073899999999999999 0.039215000000000007 -0.075574999999999989 0.12000500000000001 -0.017889999999999996 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 9 7 27 20 11 -4 12 -1 21 -15 -14 -2 -5 -8 28 -9 22 23 -11 -25 26 -26 -3 -10 -30
right_child=1 6 10 17 -6 -7 18 8 19 13 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0006480626140806993 0.00040996353470665564 0.00031048931954489424 0.00056786374538071282 0.00036897064336374692 0.00038684628875459461 0.00041551712411316865 0.0001249215210387279 0.00058856446913538134 0.00022639707183025353 0.00048452561841208063 0.00035256219958198267 0.0007631834750041678 0.00045171764449796815 0.00062970164706747901 0.00034339490898099601 0.00060240986869790423 0.00057901129291693771 0.00020064968977951341 0.00027049358756468263 0.00020741662287414263 0.00039479673785321851 0.00047278029714676147 0.00066273480409062373 0.00062431112071031772 0.00060309425678128513 0.00061422997974952239 0.0005106668459067419 0.00017699283368960775 0.00040771446107937281 0.00026760613876760151
leaf_weight=1118 20 24 34 50 45 46 85 22 21 28 77 58 23 32 25 214 92 24 26 31 20 22 100 418 60 133 98 66 69 40
leaf_count=1118 20 24 34 50 45 46 85 22 21 28 77 58 23 32 25 214 92 24 26 31 20 22 100 418 60 133 98 66 69 40
internal_value=0 0.000326071 0.000608037 0.000455551 0.000616731 0.000621086 0.000266459 0.000307162 0.000349089 0.000625146 0.00041851 0.000642678 0.00063752 0.000598103 0.000504129 0.000587786 0.000548824 0.00031438 0.000159019 0.000310688 0.000496294 0.000604339 0.000607797 0.000600342 0.000604916 0.000577057 0.000545766 0.000212592 0.000335314 0.000356299
internal_weight=0 590 2531 186 2420 2375 404 293 203 2329 111 1413 1355 916 57 237 112 74 111 161 42 859 837 737 709 291 158 90 130 109
internal_count=3121 590 2531 186 2420 2375 404 293 203 2329 111 1413 1355 916 57 237 112 74 111 161 42 859 837 737 709 291 158 90 130 109
is_linear=0
shrinkage=0.00196078


Tree=7147
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 457 14 2 1 4 150 0 0 4 43 2 0 52 1 2 12 3 160 16 131 15 4 157
split_gain=23.3697 2.92697 2.53005 2.37774 1.52505 0.961012 0.957772 0.723729 0.709972 0.619303 0.550389 0.41909 0.387911 0.341055 0.272657 0.285491 0.254615 0.260284 0.216206 0.199571 0.184169 0.180616 0.246578 0.157135 0.319926 0.150129 0.147477 0.150002 0.155908 0.145623
threshold=0.10752500000000002 0.13471500000000003 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.080930000000000016 0.076175000000000007 0.13501500000000002 0.09253500000000002 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.079119999999999982 -0.55119499999999988 -0.025214999999999998 0.11362000000000001 -0.14832499999999996 -0.54533999999999982 0.104035 0.13754500000000003 -0.040564999999999997 -0.097174999999999984 -0.054789999999999998 -0.054549999999999994 0.082750000000000004 -0.41396999999999995 0.015030000000000002 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 21 -5 9 11 19 -4 13 18 -1 29 -16 -2 -18 -13 -6 -21 22 -3 24 -17 -20 27 -23 -29 -15
right_child=1 5 10 6 7 -7 -8 -9 -10 -11 -12 12 -14 14 15 23 17 -19 25 20 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00079898458436027803 0.00037879966276296233 0.00021294815752280914 0.00081899193391599177 0.00086029977267186499 0.00095211354740755969 0.00060365264356876847 0.00049056885840091245 0.00053997810364989811 0.0011231494596479865 0.00062600286385300114 0.00051946130004667103 0.0010673254199611262 0.00061985185881163556 0.00080117883524195702 0.0011175654682458616 0.00060052954829206652 0.0006365631440220581 0.00045050188001631358 0.0008879925463444148 0.00085243511221888286 0.00065828310070084595 0.00022106138012353697 0.0004598654862191569 0.00091226550716440422 0.00088629989245052083 0.00074788778482083801 0.00031374978880836248 0.00016058789446468815 -7.3089630601285888e-05 0.00096596985870499416
leaf_weight=62 109 48 34 107 76 29 36 34 77 48 77 21 25 21 23 20 41 98 130 309 20 35 23 325 61 38 20 23 21 1130
leaf_count=62 109 48 34 107 76 29 36 34 77 48 77 21 25 21 23 20 41 98 130 309 20 35 23 325 61 38 20 23 21 1130
internal_value=0 0.000467331 0.000900674 0.000565857 0.000913951 0.000273744 0.000767221 0.000815885 0.000938657 0.000836594 0.000611209 0.000931003 0.000849387 0.00094164 0.000947238 0.000905047 0.000449748 0.000505383 0.000879749 0.000861552 0.000840633 0.000217466 0.000292935 0.000893008 0.000815739 0.000856302 0.000163341 0.000125263 4.906e-05 0.000962963
internal_weight=0 590 2531 391 2420 199 143 487 1933 453 111 1856 214 1642 1580 429 248 139 189 405 329 170 71 406 81 168 99 79 44 1151
internal_count=3121 590 2531 391 2420 199 143 487 1933 453 111 1856 214 1642 1580 429 248 139 189 405 329 170 71 406 81 168 99 79 44 1151
is_linear=0
shrinkage=0.00196078


Tree=7148
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 4 3 3 1 4 12 132 131 12 11 12 1 1 51 51 49 12 16 49 43 16 4 50 1447
split_gain=0.442915 0.106875 0.0624814 0.0445127 0.0407287 0.0387053 0.0289406 0.0269749 0.0776182 0.0321868 0.0284357 0.0268725 0.0249572 0.0247677 0.0242527 0.0235655 0.0345683 0.0261592 0.0399759 0.028966 0.0682904 0.0254443 0.0315518 0.0279089 0.0276404 0.0505759 0.0902281 0.0433583 0.0297927 0.0310119
threshold=0.10293500000000001 -0.40967499999999996 0.13707500000000003 0.088105000000000003 0.40124500000000002 0.092235000000000025 -0.011559999999999999 -0.14186499999999996 -0.11171999999999999 0.089770000000000016 -0.16363499999999997 0.10016000000000001 0.090440000000000006 0.091440000000000007 0.11472500000000001 1.0000000180025095e-35 0.085785000000000014 0.080270000000000022 0.083835000000000007 0.0038750000000000004 0.093135000000000009 0.11560500000000001 0.092755000000000018 -0.084119999999999986 0.085970000000000005 -0.082144999999999982 -0.014754999999999999 -0.0083799999999999986 0.10954500000000002 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 3 12 5 15 -5 10 -9 -10 -7 -8 -3 -2 -13 17 -17 21 -19 -20 -21 22 24 -24 28 26 -26 -27 29 -1
right_child=1 2 -4 6 -6 7 11 8 9 -11 -12 14 -14 -15 -16 16 -18 18 19 20 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0094374300452654027 0.0074646679771432582 0.0031530754316136328 0.0012709178954537492 0.0077448183557980001 0.0019653590914623983 0.0092842637629407219 0.0062365514714931422 -0.00032217486930841751 0.0059406743264008507 0.0036634898999287494 0.0052707453048036947 0.0014213029569826829 -0.00040527635165268466 0.0034926842246204614 0.0052788040288890316 0.01058836720567862 0.0061438985381807604 0.0018410226089738146 0.0063751765226222673 0.0012567324723516192 0.0084699676061669987 0.0037049083990635927 0.0067210906052037681 0.010649761699605735 0.0062726640625623987 0.0026383738904769416 0.015771509282058106 0.007962812113647277 0.0034991876156709625 0.0064663751375174522
leaf_weight=37 73 321 160 31 22 41 43 22 618 69 31 39 21 20 28 35 35 23 444 35 21 26 33 40 20 20 20 65 32 696
leaf_count=37 73 321 160 31 22 41 43 22 618 69 31 39 21 20 28 35 35 23 444 35 21 26 33 40 20 20 20 65 32 696
internal_value=0 0.00344191 0.00298363 0.00355098 0.00624814 0.00628802 0.00504609 0.00571201 0.00552472 0.00571196 0.00755622 0.00428554 0.00293458 0.00661048 0.00303339 0.00657238 0.00836613 0.00648934 0.00591736 0.00610487 0.0039617 0.00679181 0.00687516 0.00887379 0.00671122 0.00808987 0.0110221 0.00671 0.00648596 0.00661635
internal_weight=0 736 643 483 2385 2363 141 781 709 687 72 110 342 93 67 1582 70 1512 523 500 56 989 963 73 890 125 40 85 765 733
internal_count=3121 736 643 483 2385 2363 141 781 709 687 72 110 342 93 67 1582 70 1512 523 500 56 989 963 73 890 125 40 85 765 733
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=31
num_cat=0
split_feature=1 52 3 0 123 14 12 1 4 0 0 2 123 2 0 4 15 12 156 130 15 13 16 40 43 150 0 475 402 1446
split_gain=0.358761 0.0865687 0.0552656 0.0396232 0.0348797 0.0339928 0.0324108 0.0370928 0.0321708 0.0401017 0.0468697 0.0370398 0.0313685 0.042225 0.0552471 0.0335508 0.0653833 0.0317569 0.0274729 0.0267623 0.0336973 0.0301381 0.0255998 0.0253085 0.0317291 0.024562 0.0224827 0.0305585 0.0308769 0.0432864
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 0.18019500000000002 0.083805000000000004 0.062655000000000016 -0.42850999999999995 0.14173500000000003 0.033845000000000007 -0.11173999999999999 -0.14832499999999996 0.13913500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.036484999999999997 -0.050494999999999991 -0.015039999999999998 0.092200000000000018 0.013700000000000002 -0.076894999999999977 -0.46743999999999997 -0.010094999999999998 -0.092804999999999985 -0.063404999999999989 -0.070064999999999975 0.087380000000000013 -0.086074999999999985 -0.091889999999999986 0.08865000000000002 0.11483500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 8 -4 -8 9 10 25 26 -3 14 17 -15 19 -14 -10 -17 -21 -22 -23 24 -6 -1 -11 -28 29 -29
right_child=1 2 6 -5 23 -7 7 -9 18 11 -12 -13 13 15 -16 16 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0067265196533010498 0.0059494300895640935 0.00035903584085409187 0.0032368464661496027 0.0019494999906626244 0.0017095934786748727 0.0075856145549816692 0.001040082992430226 -0.0036054808143526317 0.0049584457466882058 0.0064464338625498177 0.00031638236333882174 0.0015732258779462428 0.0096750046107141937 0.0063192060432845244 0.001885635571421257 0.00038525718174731508 -0.0020028828056874097 0.0054888921645092409 0.0016840842315494747 0.0074685395557687372 0.00059551160447881559 0.0029724251788619135 0.0068033787081591222 -0.0014627613872289658 0.0060250986111350362 0.0028842749265355194 0.0080253359387224589 0.0054847407897190593 0.006994429388032586 0.00090058375804108525
leaf_weight=41 93 27 35 29 115 89 55 25 302 533 28 20 24 27 35 26 27 74 28 22 32 53 26 20 20 28 53 1077 136 21
leaf_count=41 93 27 35 29 115 89 55 25 302 533 28 20 24 27 35 26 27 74 28 22 32 53 26 20 20 28 53 1077 136 21
internal_value=0 0.00309772 0.00268526 0.00562333 0.00311793 0.00566855 0.000698758 -0.000411656 0.00559329 0.00574878 0.00376707 0.00585325 0.00364187 0.00389804 0.00529606 0.00302511 0.00254693 0.00651406 0.00468062 0.00331954 0.00389316 0.00318453 0.00423325 0.0018571 0.00234893 0.00516735 0.00590028 0.0056741 0.00557311 0.00539707
internal_weight=0 736 643 2385 528 2356 115 80 2267 1937 97 1840 373 346 133 213 186 98 330 159 133 111 79 155 135 69 1820 1287 1234 1098
internal_count=3121 736 643 2385 528 2356 115 80 2267 1937 97 1840 373 346 133 213 186 98 330 159 133 111 79 155 135 69 1820 1287 1234 1098
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=31
num_cat=0
split_feature=1 52 3 0 124 123 42 48 148 123 132 2 12 1 49 48 0 14 13 133 130 4 43 42 1 3 0 4 1185 133
split_gain=0.290596 0.0704243 0.0452282 0.0326181 0.0301642 0.0286109 0.0271192 0.0265723 0.0326807 0.0277826 0.0305094 0.0300603 0.0262527 0.0317003 0.0261766 0.0351408 0.0242174 0.023963 0.0262252 0.0365129 0.100687 0.0293718 0.0466605 0.024885 0.0353125 0.0220865 0.0225693 0.0262437 0.0220667 0.0226226
threshold=0.10293500000000001 -0.42635499999999998 0.31299000000000005 0.22582000000000002 -0.076779999999999987 0.083805000000000004 -0.0041849999999999986 -0.075804999999999984 -0.043434999999999994 -1.0000000180025095e-35 0.078465000000000021 0.11474000000000002 -0.42850999999999995 0.13604000000000002 0.14233500000000002 0.11077000000000002 -0.019414999999999998 0.062655000000000016 0.038215000000000006 -0.0081349999999999981 0.090185000000000015 -0.42529999999999996 -0.11008499999999999 -0.082179999999999989 0.088340000000000016 0.10299500000000002 -0.11242999999999999 -0.0070899999999999991 0.089300000000000004 0.11524500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 7 -1 -3 -9 -10 11 16 -4 -14 15 -13 25 18 23 20 -20 -21 -23 24 -6 26 -11 -28 29 -25
right_child=1 2 12 -5 17 -7 -8 8 9 10 -12 14 13 -15 -16 -17 -18 -19 19 21 -22 22 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0052271040651995018 0.0054423609116135844 0.0064352443680400027 0.0029131617303937672 0.0011372658291033337 0.0057495138451075147 0.0016713870601914448 0.0016769688848095638 0.00024966176699947666 0.00032313224463130746 0.0018583385518286376 0.00099597803656817298 0.0023560667115574085 0.0015709648587422947 -0.0024115068664869819 -0.00030143836894157261 0.0071090147765408762 0.0018316857782857761 0.0068130805370781354 -0.0030007323366589844 0.0079990197345614442 0.005511841450281667 0.0053992464986549749 0.0019383822781362274 0.0051983196371415295 0.0096301400670199665 0.0083022336141489773 0.0082388793404858853 0.0044255039246231948 0.0083883514604531223 0.0041383366532991598
leaf_weight=39 88 25 35 21 239 155 48 37 27 20 37 60 41 39 22 21 21 85 24 25 33 128 56 1406 26 23 26 59 20 235
leaf_count=39 88 25 35 21 239 155 48 37 27 20 37 60 41 39 22 21 21 85 24 25 33 128 56 1406 26 23 26 59 20 235
internal_value=0 0.00278795 0.00242747 0.005061 0.00509585 0.00281554 0.00326841 0.0032847 0.00306157 0.00339081 0.00367741 0.00407111 0.000628882 -0.00037049 0.00275749 0.00358831 0.00497919 0.00516568 0.00510179 0.00417106 0.0019276 0.00478291 0.00434594 0.00523034 0.00613025 0.00549558 0.00488078 0.00559195 0.00508676 0.00504652
internal_weight=0 736 648 2385 2364 533 87 378 353 316 289 252 115 80 103 81 149 2277 2192 266 57 209 184 1926 265 128 105 85 1661 1641
internal_count=3121 736 648 2385 2364 533 87 378 353 316 289 252 115 80 103 81 149 2277 2192 266 57 209 184 1926 265 128 105 85 1661 1641
is_linear=0
shrinkage=0.1


Tree=7151
num_leaves=31
num_cat=0
split_feature=1 123 44 3 13 15 4 3 4 3 40 13 4 0 131 15 149 2 48 48 1213 16 1374 1375 4 1 1213 133 12 4
split_gain=0.235616 0.0718281 0.0514291 0.04608 0.0466949 0.041449 0.0343904 0.0341127 0.0286868 0.0290216 0.0276234 0.0296096 0.0240992 0.0238265 0.0233262 0.0241718 0.0231389 0.0264032 0.0240175 0.0327288 0.0616182 0.0267433 0.0251856 0.0255335 0.0240287 0.0274658 0.0225922 0.039526 0.0333377 0.0316341
threshold=0.12000500000000001 0.08128500000000001 0.081805000000000017 0.10893000000000001 -0.42195999999999995 -0.018314999999999994 0.042705000000000007 0.13524500000000003 0.40945500000000007 -0.13309499999999996 1.0000000180025095e-35 0.27266500000000005 0.27287000000000006 0.010870000000000003 0.096070000000000016 -0.41942499999999994 0.079625000000000015 0.13093500000000002 0.11280000000000003 0.082620000000000013 0.084010000000000015 0.22339500000000004 0.086000000000000007 -0.090674999999999992 -0.031404999999999995 0.091535000000000019 0.060985000000000004 0.039215000000000007 0.086305000000000007 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 10 -6 -2 -10 11 16 -3 14 15 -11 17 18 19 22 21 24 23 -1 -21 -26 -25 28 -28 -30
right_child=8 12 -4 4 5 -7 -8 -9 9 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=0.0019302010761513826 0.0025525517769916083 0.0029348287322164442 0.0086872423932775212 0.0061676192688397491 0.0053315470557146038 -0.0015897180997736513 0.0036922978785278249 0.0002909034416079521 0.0042839191248640425 0.0012502151403866379 0.0010060320398770273 0.0082323801432115339 -0.00012862917210441083 -0.0027344219912977322 0.0037266571368408303 -0.0018082434280950112 0.0078532188644875652 0.001048032049293397 0.0079854287185960205 0.0077877520816400647 -0.0017242682893993334 0.0014658321561428775 0.0080360856217642617 0.004693499692341019 0.0045708175880145065 0.00064022917533293369 0.010329851747804281 0.0038815837249215413 0.0044168084482047358 0.0079233065815642479
leaf_weight=31 156 130 29 26 29 31 400 25 20 73 20 24 32 23 22 40 23 20 22 20 20 34 24 1474 160 20 23 67 53 50
leaf_count=31 156 130 29 26 29 31 400 25 20 73 20 24 32 23 22 40 23 20 22 20 20 34 24 1474 160 20 23 67 53 50
internal_value=0 0.00437325 0.00449937 0.00445259 0.00245914 0.00132478 0.00454163 0.00299792 0.0015626 0.000694995 0.00470457 0.00474039 0.0023297 0.000240701 0.000747574 0.000167575 0.00469933 0.00466339 0.00469958 0.00466299 0.00360332 0.00405867 0.0048193 0.00477383 0.00449945 0.00413409 0.00482671 0.00584409 0.00688764 0.00611899
internal_weight=0 2787 2625 2596 111 85 2485 54 334 178 2085 2065 162 158 135 113 2041 2018 1998 1976 254 234 1722 1698 200 180 1667 193 126 103
internal_count=3121 2787 2625 2596 111 85 2485 54 334 178 2085 2065 162 158 135 113 2041 2018 1998 1976 254 234 1722 1698 200 180 1667 193 126 103
is_linear=0
shrinkage=0.1


Tree=7152
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 1 2 0 49 2 1 1 15 0 4 43 47 0 40 1 52 1447 49 43 3
split_gain=17.3701 2.93398 1.6072 1.18379 0.887722 0.881756 0.63425 0.553163 0.435537 0.385881 0.384566 0.372058 0.320255 0.309854 0.286687 0.191774 0.179895 0.15633 0.150414 0.149169 0.139746 0.13518 0.130919 0.122206 0.12078 0.117678 0.106902 0.10647 0.101671 0.115207
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 0.14285500000000004 0.062655000000000016 -0.17966999999999997 0.09253500000000002 1.0000000180025095e-35 -0.22491999999999998 -0.054984999999999992 -0.090999999999999984 0.11654500000000001 0.085345000000000018 -0.069954999999999989 -0.059114999999999994 0.04735000000000001 0.0010100000000000003 0.090280000000000013 -0.098289999999999975 -0.077714999999999992 0.13075500000000004 1.0000000180025095e-35 -0.082869999999999985 -0.009244999999999998 -0.078139999999999973 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 23 12 14 -8 -4 -11 27 -2 -1 28 -16 18 -6 20 26 -15 -18 -3 -5 -21 -14 -7 -13 -30
right_child=1 4 10 24 17 7 9 -9 -10 11 -12 15 19 21 16 -17 22 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0005419421809893135 0.00045425082649797429 0.00027031037191886577 0.00065049292007300055 0.00041699848831722549 0.00022413637319062109 0.00043184252775402049 0.00064684084379205509 0.00046508494182080103 0.00093605894212827375 0.00056504261162545946 0.00039173628511113094 0.00028082495120790378 0.00086307207280709075 0.00077083049501979416 0.00078387770251619007 0.00025303445524822168 0.00063986071080219837 -2.7453618092170243e-05 5.8321389676787209e-05 0.00062662737547847756 0.00067866419487858586 0.00063964249308221335 0.00074731556050059637 0.00013027185009217219 0.00025241497586012568 0.0007216600154235426 0.00073610087622890666 0.00063174190773627775 0.00051042985107459878 0.00035994593295242183
leaf_weight=22 23 46 34 60 58 20 20 39 59 30 63 29 27 58 879 75 49 20 33 122 176 63 395 50 24 85 457 21 31 53
leaf_count=22 23 46 34 60 58 20 20 39 59 30 63 29 27 58 879 75 49 20 33 122 176 63 395 50 24 85 457 21 31 53
internal_value=0 0.000374093 0.000729777 0.000554962 0.000281423 0.000739982 0.00033191 0.000693746 0.000771169 0.000386177 0.000482434 0.000362263 0.000703567 0.000662871 0.000763936 0.000329904 0.000767628 0.000129508 0.000164006 0.000711575 0.000725979 0.000702526 0.000735457 0.000197374 0.000369975 0.00066565 0.000743184 0.00053423 0.000380924 0.000415482
internal_weight=0 673 2448 228 445 2351 334 947 1404 238 97 218 908 144 1345 188 1323 111 91 867 660 121 444 96 84 207 484 41 113 84
internal_count=3121 673 2448 228 445 2351 334 947 1404 238 97 218 908 144 1345 188 1323 111 91 867 660 121 444 96 84 207 484 41 113 84
is_linear=0
shrinkage=0.00196078


Tree=7153
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 47 2 1 1 49 16 159 150 1 1 2 52 2 12 12 52 49 0 457 43 0 151
split_gain=18.3249 3.09043 1.39127 1.26204 0.993293 0.960222 0.633908 0.529896 0.515225 0.467247 0.417072 0.348879 0.295408 0.249776 0.217723 0.230169 0.205656 0.20341 0.175938 0.162695 0.142439 0.139816 0.134046 0.133108 0.128129 0.124329 0.125476 0.185168 0.120321 0.119625
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.085505000000000012 0.089885000000000007 0.09253500000000002 0.15964000000000003 -0.054984999999999992 -0.042349999999999992 0.082585000000000006 1.0000000180025095e-35 0.085345000000000018 0.13075500000000004 0.11474000000000002 -0.56176499999999996 0.11411 -1.0000000180025095e-35 0.082480000000000012 0.056145000000000007 -0.053364999999999996 0.18019500000000002 0.080930000000000016 -0.016814999999999997 -0.14723999999999998 -0.00016499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 14 6 7 9 11 16 -4 23 -2 -10 15 18 28 20 21 -11 -5 -3 29 -6 -12 26 -21 -28 -1 -18
right_child=1 4 10 17 8 -7 -8 -9 13 19 24 -13 -14 -15 -16 -17 22 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010666287880317837 0.00059232068905497293 0.00058803251500125805 0.0008054582700734869 0.0006794493625508273 0.00028793152583358555 0.00059904073442262451 0.0010464421799536846 0.00057010522606963567 0.00039793805954526929 0.00095747404320295471 0.00061452501854132059 8.7316942724265136e-05 0.00082952456538169599 0.00064209143758988849 0.00039424193452109493 0.00047349492504076727 0.00066126674504117576 0.00034020974504718785 0.00048520482526996444 0.00084368770995394977 0.00048213189966693829 0.00079198336901784938 0.00087891948528195083 0.00041006217597136616 0.00043360061305064434 0.00068102024349511834 0.00084954678427939323 0.00059642240861613376 0.0009127876868324353 0.00083987017599619661
leaf_weight=20 24 24 34 22 135 48 84 22 49 43 34 29 127 24 38 61 21 24 21 740 39 28 385 46 27 20 25 20 861 46
leaf_count=20 24 24 34 22 135 48 84 22 49 43 34 29 127 24 38 61 21 24 21 740 39 28 385 46 27 20 25 20 861 46
internal_value=0 0.000502168 0.000864041 0.000684243 0.00040773 0.000873504 0.000879265 0.00087289 0.000336307 0.000875945 0.000631438 0.00028698 0.000791823 0.000478208 0.000525244 0.000562394 0.000898835 0.00049313 0.00063668 0.000839962 0.000553296 0.000697852 0.000864833 0.00031897 0.000534444 0.000833685 0.000837575 0.000737047 0.00091628 0.00078389
internal_weight=0 691 2430 236 455 2335 2287 2203 283 2181 95 210 151 73 172 134 1333 85 73 848 61 52 452 181 61 805 785 45 881 67
internal_count=3121 691 2430 236 455 2335 2287 2203 283 2181 95 210 151 73 172 134 1333 85 73 848 61 52 452 181 61 805 785 45 881 67
is_linear=0
shrinkage=0.00196078


Tree=7154
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 14 2 2 1 3 0 4 52 159 1 1 0 49 47 160 0 1447 52 42 3 4
split_gain=14.8138 2.41632 1.44783 1.29007 0.801425 0.643159 0.414156 0.394222 0.380573 0.350549 0.324085 0.280362 0.221651 0.230947 0.196522 0.18897 0.147122 0.128119 0.174279 0.125525 0.123482 0.106371 0.104814 0.103727 0.102496 0.100329 0.0981379 0.0947185 0.0919269 0.0914405
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.062655000000000016 0.11474000000000002 0.14285500000000004 0.085345000000000018 -0.10831999999999999 -0.23091999999999999 0.27834500000000006 -0.56176499999999996 0.082585000000000006 0.089770000000000016 0.085110000000000005 -0.15931499999999996 -0.053364999999999996 0.090100000000000013 -0.067824999999999983 -0.078904999999999989 -0.082869999999999985 0.11434500000000002 0.075730000000000006 -0.0025099999999999996 -0.111605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 9 11 -5 14 12 -6 15 -1 -14 -7 -4 -16 18 25 24 -15 -9 26 -17 -19 -18 -3 -27 -25 -20
right_child=1 2 6 7 10 8 -8 21 -10 -11 -12 -13 13 20 16 23 17 19 29 -21 -22 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=0.000693512871093367 0.00065057212515696647 0.00026758864435425254 0.00031735676632470197 0.00059130148341258364 0.00056762512826480924 0.0004532147670055137 0.00036798066373965808 0.00040078127827611348 0.00044533799636768169 0.00082972593018682981 0.00030820363252941107 6.5134940477105431e-05 0.00044437606904884787 0.00051040968779102918 0.00074135892762476803 0.00027276729642455638 0.00072890993871945235 0.00069541278773663088 0.00058930205188545523 0.00082288652366282891 0.00065800777168496967 0.00023593254902751099 0.00040438737957093661 0.00019088301835970298 0.0005681319653273668 0.00058828836241244724 0.00039276430443325799 0.00063781177485664267 5.70995855720385e-05 0.00042473273487056868
leaf_weight=881 76 172 39 34 81 25 37 34 48 59 24 99 22 23 43 23 32 75 25 20 415 27 33 39 36 263 28 341 40 27
leaf_count=881 76 172 39 34 81 25 37 34 48 59 24 99 22 23 43 23 32 75 25 20 415 27 33 39 36 263 28 341 40 27
internal_value=0 0.000320735 0.000279975 0.000646098 0.0003661 0.000655211 0.000174883 0.000422116 0.000615391 0.000681805 0.000508329 0.000145114 0.000675297 0.000640411 0.000624593 0.000201269 0.000629564 0.000623694 0.000612993 0.000679896 0.000650257 0.000327815 0.000302006 0.000156883 0.000654133 0.000621916 0.000285113 0.000616248 0.000123145 0.000503853
internal_weight=0 691 615 2430 338 2335 277 95 935 1400 105 240 1341 460 887 141 862 819 688 131 438 61 233 102 111 636 200 604 79 52
internal_count=3121 691 615 2430 338 2335 277 95 935 1400 105 240 1341 460 887 141 862 819 688 131 438 61 233 102 111 636 200 604 79 52
is_linear=0
shrinkage=0.00196078


Tree=7155
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 2 14 123 45 0 1 51 4 16 1455 13 15 51 2 3 0 3 41 4 16 2 131 475 2 51
split_gain=0.391238 0.0932721 0.0552433 0.0411573 0.0365183 0.0354674 0.0317332 0.0345428 0.0251293 0.0286125 0.0744609 0.0598616 0.0364054 0.0277888 0.0312191 0.0233796 0.0230626 0.0229876 0.028363 0.0227858 0.0272604 0.0247712 0.0242089 0.0306545 0.0337204 0.0381314 0.0684083 0.0309663 0.0301627 0.0273036
threshold=0.10293500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.088105000000000003 0.14960000000000004 0.062655000000000016 1.0000000180025095e-35 0.081955000000000014 -0.13455999999999999 0.085605000000000014 0.087505000000000013 0.024790000000000003 -0.44310499999999992 0.068185000000000009 -0.087934999999999985 0.090455000000000021 0.10614000000000001 0.121465 0.10299500000000002 -0.097734999999999989 -0.079864999999999978 0.081560000000000007 -0.46376499999999993 0.0047850000000000011 0.084415000000000004 0.089785000000000018 -0.086169999999999983 0.088745000000000004 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 8 9 10 -1 -12 19 15 -15 -14 -8 18 -6 20 21 -11 23 -22 29 26 -26 -27 -29 -25
right_child=1 2 -4 -5 17 -7 16 -9 -10 12 11 -13 13 14 -16 -17 -18 -19 -20 -21 22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.0072208075939367219 0.0061716972895327115 0.0027586772476002296 0.0011730557166322343 0.0015438225056806749 0.0048136199358850724 0.0022161298879207329 0.0091715102157025937 0.0037170312170430458 0.0090187631851921853 0.0062601745483421151 -0.0019319875435903668 0.0051370602971671717 0.0046612200861480754 0.0036629443964012603 0.0071355723956179236 0.0086790661669025812 0.0059170996592576176 0.0074216016978025439 0.00075261657724955263 0.0035579365369973375 0.0080022005188991035 0.011117292097991421 0.0026513967057690026 0.0063375831676111176 -0.0012829777270477885 0.0090263544525951145 0.0053812807241757944 0.007848439545150061 0.0047320605195401346 0.0032352323528451461
leaf_weight=42 93 342 160 22 95 26 51 73 26 21 25 23 28 157 31 30 38 25 21 34 85 21 20 1303 24 25 43 38 170 29
leaf_count=42 93 342 160 22 95 26 51 73 26 21 25 23 28 157 31 30 38 25 21 34 85 21 20 1303 24 25 43 38 170 29
internal_value=0 0.00321163 0.00278351 0.00584908 0.00331699 0.00588917 0.00593003 0.00585671 0.00592853 0.00589114 0.00414585 0.00145526 0.00596743 0.0048259 0.00423556 0.00673942 0.00778199 0.0046712 0.00407844 0.00612232 0.00617133 0.00868873 0.00611046 0.00615075 0.00605432 0.00509651 0.00299408 0.00570107 0.0053014 0.00627004
internal_weight=0 736 643 2385 483 2363 2337 2248 2175 2149 90 48 2059 246 188 58 89 141 116 1813 1779 42 1737 1717 1632 300 67 233 208 1332
internal_count=3121 736 643 2385 483 2363 2337 2248 2175 2149 90 48 2059 246 188 58 89 141 116 1813 1779 42 1737 1717 1632 300 67 233 208 1332
is_linear=0
shrinkage=0.1


Tree=7156
num_leaves=31
num_cat=0
split_feature=1 52 3 0 9 2 4 14 4 16 0 10 124 3 151 42 1 52 14 13 12 51 1212 52 41 43 133 1209 131 2
split_gain=0.316903 0.0757071 0.0472658 0.0340205 0.0298782 0.0536161 0.0339415 0.0349308 0.0482933 0.0402981 0.0328589 0.0288816 0.0284105 0.0281179 0.0314866 0.0274474 0.0249822 0.0244981 0.023051 0.024517 0.0348531 0.0303398 0.026029 0.0233128 0.0255509 0.02287 0.0330454 0.0256287 0.0254199 0.0248125
threshold=0.10293500000000001 -0.42635499999999998 0.31299000000000005 0.22582000000000002 -1.0000000180025095e-35 0.10276500000000001 -0.050494999999999991 -0.23083499999999998 0.50996500000000011 -1.0000000180025095e-35 0.024095000000000002 -0.0026549999999999994 -0.076779999999999987 0.0022600000000000003 -0.030624999999999996 -0.0041849999999999986 0.15964000000000003 0.0060650000000000009 0.062655000000000016 0.038215000000000006 0.082095000000000015 0.11144500000000002 0.055770000000000007 -0.088204999999999992 0.079395000000000007 -0.0019149999999999998 -0.010614999999999998 -0.084519999999999984 0.089005000000000015 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 12 11 10 -7 8 -8 13 -6 -3 15 -9 -15 -1 17 -4 19 25 -21 22 -22 -20 -25 26 -14 -28 29 -27
right_child=1 2 16 -5 5 6 7 9 -10 -11 -12 -13 18 14 -16 -17 -18 -19 23 20 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.005496761039532244 0.0056426438995582761 0.0023097090796363774 0.00024227329237859639 0.0012569848802827654 0.0052453687223664863 0.005508211748383474 0.007231842289080046 0.0011069615332680095 0.0016944754880468182 -0.0020117854747664313 0.00099940560979857348 -0.0022574518847977743 0.0066386957553112415 0.0012126720610207745 0.0057117124795955272 0.0019252061320003122 -0.0024402543392387176 0.0036761075975523605 0.0046819346443075565 0.0010677159057065314 0.0056092808283764225 0.0010699733194633155 0.0025976041386670929 0.0098296234783317379 0.0054174450403522883 0.0054024539717999276 0.0021057731755401775 0.0054818546710638984 0.0084375476860441261 0.0041136319149835884
leaf_weight=39 88 45 63 21 138 32 28 121 36 29 21 20 276 28 35 48 21 31 29 28 184 20 34 35 21 327 23 1005 20 275
leaf_count=39 88 45 63 21 138 32 28 121 36 29 21 20 276 28 35 48 21 31 29 28 184 20 34 35 21 327 23 1005 20 275
internal_value=0 0.00289047 0.00251672 0.00526418 0.00291343 0.00319246 0.00242466 0.00206844 0.00411707 0.00145289 0.00468458 0.000904429 0.00529977 0.00199895 0.00371214 0.00352625 0.000678063 0.00137471 0.00536754 0.00530488 0.00440497 0.00479759 0.00513957 0.00698329 0.00817506 0.00542917 0.00566716 0.00540632 0.00493023 0.00481371
internal_weight=0 736 648 2385 533 468 309 277 64 213 159 65 2364 184 63 87 115 94 2277 2192 266 238 218 85 56 1926 1304 1028 622 602
internal_count=3121 736 648 2385 533 468 309 277 64 213 159 65 2364 184 63 87 115 94 2277 2192 266 238 218 85 56 1926 1304 1028 622 602
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 49 1 40 1 457 13 1447 2 3 43 13 391 4 2 52 12 15 47
split_gain=15.2747 2.41668 1.41957 1.09401 0.926109 0.758328 0.630418 0.566836 0.474405 0.470578 0.43688 0.329922 0.270146 0.194508 0.16473 0.16393 0.161615 0.15194 0.142962 0.135751 0.120269 0.119429 0.11498 0.113139 0.125861 0.112668 0.105246 0.104318 0.0967836 0.0955586
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.10855000000000002 0.089885000000000007 0.077845000000000011 0.062655000000000016 -0.054984999999999992 0.091195000000000012 -0.077714999999999992 0.16175000000000003 0.097135000000000013 -1.0000000180025095e-35 -0.082869999999999985 0.11411 0.12745000000000004 -0.080324999999999994 -0.063184999999999977 -1.0000000180025095e-35 0.04735000000000001 1.0000000180025095e-35 0.40674500000000008 -0.081419999999999979 -0.41942499999999994 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 14 25 11 -4 13 -2 26 -3 22 18 -10 -11 -5 -19 -12 27 -20 -25 -9 -1 -6 -21 -14
right_child=1 4 10 19 15 -7 -8 8 17 16 21 -13 29 -15 -16 -17 -18 20 23 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00079260709104344369 0.00048476247071667247 0.0003366266069806737 0.00071932501903101183 0.00050374057533499462 0.00024290180144210657 0.00049047161415682525 0.00044981442304218514 0.00065777700272650502 0.00032445380718362668 0.00084332774465435798 0.00048104396679488217 0.00092882958013934525 0.00077401264151904614 0.00072571362689164017 0.00017403892648643724 1.6405729074326772e-05 0.00055765119789083018 0.00038222703701270693 0.00058037851699719244 0.00041630756591041801 0.00054973795150335019 0.00030124142936056517 0.000310443831258847 0.00074285872541221911 0.00068414169734451035 0.00049794561610322547 0.00067292027392042424 8.0708333996232364e-05 0.00024982893624909074 0.00066371325796503087
leaf_weight=1088 23 46 28 30 30 41 25 30 98 42 49 59 58 220 50 21 21 45 20 29 26 20 29 625 181 39 29 31 25 63
leaf_count=1088 23 46 28 30 30 41 25 30 98 42 49 59 58 220 50 21 21 45 20 29 26 20 29 625 181 39 29 31 25 63
internal_value=0 0.000411669 0.00074521 0.00057582 0.000327565 0.000754801 0.000759493 0.000379131 0.000430433 0.000762881 0.000512753 0.000785336 0.000679557 0.000779004 0.000251946 0.0001724 0.00072762 0.000374496 0.000731732 0.000397986 0.000443569 0.000428927 0.000208799 0.000726058 0.000729673 0.000567438 0.0007895 0.000160476 0.000339234 0.000716584
internal_weight=0 673 2448 228 445 2351 2310 334 238 2285 97 1396 144 1337 96 111 889 169 868 84 71 69 90 826 806 69 1117 61 54 121
internal_count=3121 673 2448 228 445 2351 2310 334 238 2285 97 1396 144 1337 96 111 889 169 868 84 71 69 90 826 806 69 1117 61 54 121
is_linear=0
shrinkage=0.00196078


Tree=7158
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 4 0 1 47 0 1 14 4 3 12 49 50 150 160 48 0 0 0 1 0 47
split_gain=13.8087 1.77467 1.53236 0.938488 0.848799 0.68879 0.534851 0.443685 0.378709 0.295401 0.290224 0.282379 0.250366 0.235942 0.231774 0.222545 0.184474 0.246753 0.179398 0.178762 0.16956 0.16469 0.227937 0.187599 0.163865 0.135851 0.134042 0.116646 0.112645 0.105146
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -0.17966999999999997 0.40945500000000007 0.033845000000000007 -0.23194499999999998 0.12656000000000003 0.090100000000000013 -0.062294999999999996 0.10124500000000002 0.076175000000000007 -0.064054999999999987 0.013900000000000001 0.11734000000000001 -0.012034999999999999 0.041865000000000006 0.091105000000000005 -0.078564999999999982 0.085130000000000025 -0.13027499999999997 -0.077429999999999985 -0.097734999999999989 0.13075500000000004 0.13134000000000004 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 8 15 -6 12 18 -1 -10 -3 -14 21 24 28 -18 26 -2 -7 22 -9 -24 -4 -20 -8 -5 -12 -21
right_child=1 5 6 27 7 20 9 14 11 -11 16 -13 13 -15 -16 -17 17 -19 25 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090590133439623301 0.00047810124854246778 0.00035627796361589796 0.00060138776790169416 0.00041548583641940471 0.00073519486658260992 0.00011321447346441358 0.00087027909921452327 0.00040281934161034841 0.000374639475474458 0.00062124858164053253 0.00079454386701770859 0.00019846540127022594 0.00062047445409713184 0.00035987360446104602 0.00040582177651382238 0.0008914645173716321 0.00066949717528185556 0.00044857072524535349 0.00073208093523660449 0.00076921417484233944 0.0003056608653767868 0.00039085368937090599 0.00072990709656151629 0.00051927870647015806 0.00075606024246357821 0.00053938027338324747 0.00071488731093313903 0.00024918669106566583 0.00062617763292555713 0.00063188382455269334
leaf_weight=22 20 107 27 50 31 75 22 21 61 171 50 82 34 22 85 46 77 26 22 34 23 22 37 29 1068 39 714 24 22 58
leaf_count=22 20 107 27 50 31 75 22 21 61 171 50 82 34 22 85 46 77 26 22 34 23 22 37 29 1068 39 714 24 22 58
internal_value=0 0.000374412 0.000707517 0.0005329 0.00059966 0.000301444 0.000729098 0.000517376 0.000347262 0.000695197 0.00069364 0.000273617 0.000411872 0.000518096 0.00048257 0.000757859 0.000666956 0.000613729 0.000711063 0.000646112 0.00015838 0.000542419 0.000580745 0.000637358 0.000752246 0.000608879 0.000719532 0.000361551 0.000743099 0.000682636
internal_weight=0 590 2531 186 422 404 2109 225 306 968 197 143 163 56 194 1141 175 103 797 112 98 109 87 66 1095 61 736 74 72 92
internal_count=3121 590 2531 186 422 404 2109 225 306 968 197 143 163 56 194 1141 175 103 797 112 98 109 87 66 1095 61 736 74 72 92
is_linear=0
shrinkage=0.00196078


Tree=7159
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 3 4 14 15 41 3 16 0 16 52 16 52 16 48 1452 3 16 2 16 16 15 51 1429 156 15
split_gain=0.383589 0.0888351 0.0555823 0.0406319 0.0352157 0.0344856 0.0363021 0.0299831 0.0273895 0.0622298 0.0314477 0.0454728 0.0363134 0.0522533 0.0820607 0.0570394 0.0792661 0.0394535 0.0331519 0.0312655 0.0311217 0.035949 0.026615 0.0362029 0.0340585 0.0272182 0.0268326 0.0343579 0.047483 0.0264153
threshold=0.10293500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.14122000000000004 -0.03694999999999999 0.42642000000000008 -0.41076499999999994 0.040760000000000005 0.075585000000000013 0.092670000000000016 0.13751500000000003 -0.075934999999999989 0.066275000000000014 0.024145000000000003 0.19444000000000003 0.029970000000000007 -1.0000000180025095e-35 0.086425000000000016 0.087755000000000014 -0.047929999999999993 -0.15241499999999997 0.086100000000000024 0.0065250000000000004 -1.0000000180025095e-35 -0.0079099999999999986 -0.085734999999999992 0.08103500000000001 0.087575000000000014 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 6 -3 -8 10 20 12 18 19 14 17 -15 -17 -14 -12 22 21 -10 23 24 -1 26 27 28 -24 -23
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 11 -13 13 15 -16 16 -18 -19 -20 -21 -22 29 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0067740328073172748 0.0061368386902075304 0.0052733652781278258 0.0012148321037602728 0.0015818867557258769 0.0029942117637114193 0.002708287546012792 0.0046901677952105696 -0.00042076982293413797 0.002587759176044372 0.010139743018350224 -0.0015178031654795633 0.0059798998606350766 0.0023829784913687035 0.0096598918038991195 0.0061883148913294446 0.0058655821713177068 -0.00060094062725759374 -0.0032788191735744474 0.0041075872474307705 0.0089747892032998305 0.0088681827848720394 0.0079767002535329479 0.0034344954742118721 0.0037648554905043807 0.010343656250305715 0.0030690568589488978 0.0054737968052770251 0.011046742285834625 0.009015244170422515 0.0060109653223803404
leaf_weight=194 93 136 160 22 41 301 22 24 29 41 20 46 32 31 41 137 22 20 22 36 41 74 30 34 31 40 453 20 31 897
leaf_count=194 93 136 160 22 41 301 22 24 29 41 20 46 32 31 41 137 22 20 22 36 41 74 30 34 31 40 453 20 31 897
internal_value=0 0.00324804 0.00283022 0.00585958 0.00589941 0.00336534 0.00445199 0.00202359 0.0059507 0.00631837 0.00562988 0.0038078 0.00576907 0.00478523 0.00284301 0.0057359 0.00497084 0.000205364 0.00142883 0.00608947 0.00616787 0.00605716 0.00596477 0.00680626 0.00726585 0.00558508 0.00577354 0.0074499 0.00627061 0.00616077
internal_weight=0 736 643 2385 2363 483 182 46 2322 1082 1240 88 1152 283 93 190 159 52 42 869 1041 1000 833 259 225 574 534 81 61 971
internal_count=3121 736 643 2385 2363 483 182 46 2322 1082 1240 88 1152 283 93 190 159 52 42 869 1041 1000 833 259 225 574 534 81 61 971
is_linear=0
shrinkage=0.1


Tree=7160
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 4 0 2 14 0 49 52 50 15 0 1 15 2 2 4 12 4 16 3 3
split_gain=16.4008 2.02141 1.7429 1.0286 1.01279 0.752164 0.603599 0.524963 0.475211 0.357895 0.298569 0.29501 0.32656 0.271954 0.244408 0.235787 0.190326 0.187442 0.183174 0.182476 0.156413 0.152914 0.14053 0.137949 0.169745 0.185504 0.137053 0.13337 0.161354 0.131942
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.090285000000000018 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.053180000000000012 -0.068189999999999987 0.092235000000000025 0.076175000000000007 -0.23194499999999998 -0.012034999999999999 1.0000000180025095e-35 0.041865000000000006 0.13592500000000005 -0.11242999999999999 0.12958500000000003 -0.095244999999999982 0.10402500000000002 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 -0.033174999999999989 -0.073404999999999984 -0.13927999999999999 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 15 8 13 -5 -3 20 18 12 -9 19 -1 -2 22 -7 27 21 -10 -4 -14 24 -16 -26 -11 -8 -29 -12
right_child=1 5 6 7 -6 17 10 11 9 26 29 -13 16 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00085299167244192104 0.00040054942572525902 0.00016235416923489316 0.00071448685930055732 0.00070109787166759523 0.00029789417040954199 4.6854081049114633e-05 0.00070896322309628359 0.00057481206918799275 0.00060881132296487393 0.00043160919138156544 0.00043970980470680904 0.00026333451688456602 0.00045650197927253806 0.00087103901235648746 0.00075116550408992446 0.00063545321736036963 0.0005627195356304155 0.00023710585345386291 0.00049901776593766045 0.00072219574375613016 0.00036922326430167051 0.00047759413353952706 0.00028428924398548174 0.00055939474415239059 0.00068460124461609286 0.00045271080011635825 0.00026812228392312078 0.0007438377086438385 0.00064220718787495659 0.0006011089386473964
leaf_weight=22 20 90 20 31 74 85 302 61 22 23 23 35 29 46 56 92 20 26 23 1053 20 22 49 62 36 21 138 70 423 127
leaf_count=22 20 90 20 31 74 85 302 61 22 23 23 35 29 46 56 92 20 26 23 1053 20 22 49 62 36 21 138 70 423 127
internal_value=0 0.00030675 0.000669775 0.000554748 0.000475897 0.000228875 0.000692792 0.000464166 0.000280949 0.000333528 0.000656778 0.000426306 0.00046218 0.000723345 0.000658204 0.000593506 0.000392073 9.14176e-05 0.000671524 0.000717141 0.000494722 0.0005904 0.000348317 0.000633716 0.000674494 0.000599168 0.000291478 0.000676515 0.000656637 0.000576361
internal_weight=0 590 2531 422 186 404 2109 225 293 203 968 194 159 1141 197 112 98 111 818 1095 42 42 78 175 113 57 161 795 493 150
internal_count=3121 590 2531 422 186 404 2109 225 293 203 968 194 159 1141 197 112 98 111 818 1095 42 42 78 175 113 57 161 795 493 150
is_linear=0
shrinkage=0.00196078


Tree=7161
num_leaves=31
num_cat=0
split_feature=1 1 16 4 457 2 13 131 2 15 2 13 43 43 43 12 0 124 42 16 12 3 11 15 52 14 0 43 1212 2
split_gain=0.380886 0.0875886 0.0576521 0.0376166 0.0373767 0.0380452 0.0335175 0.0351155 0.0844213 0.0342281 0.0325132 0.032119 0.0381636 0.0305449 0.0296038 0.028472 0.027061 0.0262169 0.0282775 0.0260624 0.024371 0.0406235 0.0293427 0.0515338 0.0632458 0.0512329 0.0239998 0.0227246 0.0321984 0.0300746
threshold=0.10293500000000001 0.12337000000000002 0.5136400000000001 0.40124500000000002 0.079590000000000008 1.0000000180025095e-35 -0.004174999999999999 0.089305000000000009 0.25063000000000007 -0.40580499999999992 0.13404500000000005 -0.078704999999999983 -0.085594999999999991 -0.065269999999999981 -0.078654999999999989 -0.081419999999999979 -0.23091999999999999 -0.076779999999999987 -0.0060199999999999993 0.11346000000000002 0.11734000000000001 -0.059315 1.0000000180025095e-35 0.040760000000000005 -0.0080349999999999987 0.078320000000000015 -0.14723999999999998 -0.0019149999999999998 -0.017094999999999996 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 5 11 7 8 15 -9 17 -2 -13 -8 26 -3 -6 18 -1 -12 22 -22 27 24 -24 -25 -7 28 -19 -29
right_child=1 6 -4 -5 16 14 13 9 -10 -11 19 12 -14 -15 -16 -17 -18 20 -20 -21 21 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=0.0061506302157515449 0.0080345222698242381 0.0031362022518457728 0.0067708493610009997 0.0016656196464530449 0.0045553438993192683 -0.0010874211279979836 0.0013604368283742351 0.0010965485861825367 -0.0057979474985040726 0.0062540273462549194 0.0010087974010966718 0.008115030558441174 0.0033991127594326363 0.0048110276051186798 0.0038878358449437656 -4.5822821058599015e-05 0.00017718876893013658 0.0079894440122826524 0.0025082237084713232 0.0056731737603473928 0.0010048494772770657 0.0065949166551805471 0.007791835977695883 0.013828364836517721 0.00095945456996560097 0.007414196682811687 0.0034003062290139498 0.0060114697517691228 0.0060041840337069167 0.0046237388259894301
leaf_weight=39 33 47 67 22 20 26 46 31 20 22 25 22 78 58 126 70 48 87 47 23 26 26 42 20 20 33 22 358 1340 277
leaf_count=39 33 47 67 22 20 26 46 31 20 22 25 22 78 58 126 70 48 87 47 23 26 26 42 20 20 33 22 358 1340 277
internal_value=0 0.00317921 0.00406892 0.00578153 0.00358617 0.00405603 0.00184162 0.00105167 0.000206095 0.00323739 0.00581985 0.00532933 0.00443661 0.0032848 0.00308276 0.00123243 0.00146488 0.00587326 0.00416001 0.00324381 0.00593937 0.00379988 0.00599047 0.00754506 0.00558784 0.00983464 0.000969454 0.00590377 0.00612522 0.00540611
internal_weight=0 736 442 2385 375 307 294 190 137 53 2363 133 100 104 174 117 68 2315 86 48 2229 52 2177 115 62 53 48 2062 1427 635
internal_count=3121 736 442 2385 375 307 294 190 137 53 2363 133 100 104 174 117 68 2315 86 48 2229 52 2177 115 62 53 48 2062 1427 635
is_linear=0
shrinkage=0.1


Tree=7162
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 2 4 4 0 0 2 14 1 12 0 160 47 2 51 0 15 0 16 16 40 15 50
split_gain=10.8155 1.38643 1.28803 0.863316 0.711657 0.42988 0.420866 0.356454 0.342059 0.323144 0.236023 0.224999 0.212653 0.259702 0.211329 0.184439 0.157942 0.1611 0.134214 0.123824 0.121654 0.124982 0.118637 0.145463 0.106842 0.0971202 0.0932489 0.0901445 0.104431 0.0844851
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.36766000000000004 0.090285000000000018 -0.17966999999999997 0.14285500000000004 0.25615500000000008 0.053180000000000012 -0.23194499999999998 -0.075934999999999989 0.092235000000000025 0.076175000000000007 0.15964000000000003 0.11734000000000001 -0.10151999999999999 -1.0000000180025095e-35 0.10350500000000001 0.11389000000000002 -0.096089999999999981 -0.11242999999999999 -0.095244999999999982 -0.077429999999999985 -0.073404999999999984 -0.087874999999999981 -0.0061149999999999998 -0.033689999999999991 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 8 14 -6 27 19 16 -1 13 26 22 18 17 -8 -7 -5 21 -13 23 -4 -18 -19 -9 -3 -29 -10
right_child=1 5 6 9 7 15 10 12 29 -11 -12 20 -14 -15 -16 -17 24 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00082163305790454097 0.00036040369023532302 0.00032877736118640385 0.00070623258749643962 0.00070987000834188689 0.00066857777964759676 0.00032138380950549379 0.00083189914916075914 0.00048521840908363756 0.00012534863989600135 0.00041304891434903101 0.00056578531802869308 0.00073729668230933937 0.00032733552815283044 0.00041787705869559042 0.00082306475469879074 5.0086283630000692e-05 0.0006590087960468106 0.00068162130204603585 0.00018504242077306714 0.00056090536640911572 0.00047124478753819628 0.0006011633610217348 0.00069147639623156644 0.00047518358343412003 0.00049273141511365238 0.00063544935091101775 0.00065589080856857343 0.00055292500000373986 0.00037461037478407329 0.00029959957657482332
leaf_weight=22 181 25 20 45 31 38 20 20 23 34 150 33 47 95 46 29 24 288 103 41 21 121 1053 22 39 447 32 28 23 20
leaf_count=22 181 25 20 45 31 38 20 20 23 34 150 33 47 95 46 29 24 288 103 41 21 121 1053 22 39 447 32 28 23 20
internal_value=0 0.000352771 0.000647571 0.000445907 0.000548686 0.000255768 0.000667357 0.000473342 0.000346154 0.000574874 0.000637284 0.000634739 0.000442144 0.000478852 0.00069287 0.000192497 0.000650395 0.000658266 0.000221787 0.000638852 0.000611244 0.000630335 0.0006874 0.000585207 0.000556075 0.000653541 0.000590248 0.000425229 0.000472509 0.000206396
internal_weight=0 590 2531 301 422 289 2109 225 119 120 968 197 194 147 1141 170 818 755 141 86 175 154 1095 42 63 735 52 76 51 43
internal_count=3121 590 2531 301 422 289 2109 225 119 120 968 197 194 147 1141 170 818 755 141 86 175 154 1095 42 63 735 52 76 51 43
is_linear=0
shrinkage=0.00196078


Tree=7163
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 4 1 14 0 47 11 3 0 2 43 1 43 13 49 159 3 3 157 4 0
split_gain=17.9688 2.90252 1.749 1.55448 1.07199 0.85589 0.695002 0.693461 0.464879 0.456699 0.418431 0.332057 0.317377 0.194965 0.173648 0.171958 0.213449 0.157362 0.155308 0.197486 0.151094 0.147357 0.145633 0.13128 0.123654 0.117925 0.114228 0.104103 0.0996062 0.0905425
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.15022500000000003 0.062655000000000016 -0.22491999999999998 0.090100000000000013 1.0000000180025095e-35 -0.11171999999999999 -0.077429999999999985 0.14285500000000004 -0.06984499999999999 0.091195000000000012 -0.016814999999999997 -1.0000000180025095e-35 0.10084500000000002 0.0089800000000000019 1.0000000180025095e-35 0.42240500000000009 -0.0041249999999999993 0.40945500000000007 -0.096374999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 11 8 12 -5 -6 18 20 -10 25 16 21 -17 19 -4 -1 -15 28 24 29 -3 -13 -19 -21 -18
right_child=1 2 6 9 10 -7 -8 -9 13 -11 -12 26 -14 15 -16 17 23 27 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085971363462545778 0.00082866471426423099 0.00036051861657461032 0.00024045321867313923 0.00075536249264550521 0.00075628634432145026 0.00056636597264217198 0.00054515042637386492 0.00049935108282012878 0.00064382854325611613 0.00047338080218243254 0.00048622885917532529 0.00020877336927661882 0.00099741254644403437 0.00078695609464364893 0.00056397960630848122 0.0010233120968431428 0.00073594681424698355 0.00093804005111066682 0.00021405913288534713 0.00045212361833774572 0.00080349495425262546 0.00058153580126124029 0.00053271084414619071 0.00075109792254439238 0.00088442310463629004 0.00045826558026867043 2.6683574177178681e-05 0.0007691624083339129 0.00027676017745218139 0.00081564847219085259
leaf_weight=1117 71 98 51 34 71 48 37 24 30 63 32 27 59 25 32 24 63 23 61 20 220 29 22 142 90 92 26 36 33 421
leaf_count=1117 71 98 51 34 71 48 37 24 30 63 32 27 59 25 32 24 63 23 61 20 220 29 22 142 90 92 26 36 33 421
internal_value=0 0.00045371 0.000409487 0.000815472 0.000507059 0.000825509 0.000295008 0.00083091 0.000834401 0.00057222 0.000672385 0.000256444 0.000856674 0.000799189 0.000430354 0.000804653 0.000795513 0.000889449 0.000295272 0.00033459 0.000850463 0.000676638 0.000398603 0.000804479 0.000817684 0.000407849 0.000119446 0.000834996 0.000342935 0.000805274
internal_weight=0 673 602 2448 325 2351 277 2303 2279 97 103 240 1396 883 222 853 770 83 187 126 1337 54 75 716 574 190 53 59 53 484
internal_count=3121 673 602 2448 325 2351 277 2303 2279 97 103 240 1396 883 222 853 770 83 187 126 1337 54 75 716 574 190 53 59 53 484
is_linear=0
shrinkage=0.00196078


Tree=7164
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 123 2 4 45 2 3 4 3 123 160 2 2 3 484 2 3 11 48 11 13 4 1447 52 2 15
split_gain=0.442607 0.0955912 0.0599376 0.0646656 0.0423596 0.0416729 0.0353556 0.0336839 0.0304269 0.0284634 0.0344742 0.027388 0.0561668 0.0270936 0.0266637 0.0265953 0.0584934 0.0257628 0.0251966 0.0250411 0.0301458 0.0418972 0.038724 0.0376522 0.0312641 0.0308074 0.0377044 0.0337839 0.0990944 0.0306244
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 1.0000000180025095e-35 0.15109000000000003 -0.036839999999999991 0.081955000000000014 0.10559 -0.14477499999999996 -0.082249999999999976 0.092670000000000016 0.11679000000000002 0.05259500000000001 -1.0000000180025095e-35 0.10613000000000002 -0.14989499999999997 0.093765000000000015 0.10855000000000002 -0.20241999999999996 0.085630000000000026 0.089830000000000007 0.078065000000000009 -0.088854999999999976 -0.082594999999999988 -0.085684999999999997 -0.0080349999999999987 0.084305000000000005 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 13 -4 6 8 -2 11 -9 -11 19 17 15 -14 -3 -17 -13 -18 20 -1 22 23 24 -22 26 -26 28 -28 -29
right_child=1 2 4 -5 -6 -7 -8 9 -10 10 -12 12 14 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.010569056402891875 0.0069234908407990181 0.0015086776957524799 -0.0035317886975549518 0.008758540828712285 0.001535016026305543 0.004183911487788454 0.0023044958976762638 0.0054131268328839535 0.0098278787945253934 0.0042767504923287977 -0.00048829193428074095 0.003461439379680087 5.9567312044756754e-05 -0.0006607737357262523 0.0050412207048132346 0.0066874764477834114 0.0025033221955480865 0.006327507795767677 0.0060810859399763025 0.0040879250311389058 0.010106120872660541 0.0024552546546328814 0.0027973140659742057 0.010917552029369055 0.010824190218001606 0.0031319413777618184 -0.0011065815575420858 0.0089081419122860172 0.0069284374146567039 0.0067159118244556493
leaf_weight=24 71 78 21 20 77 89 21 101 26 49 22 32 21 20 22 50 187 1576 22 29 32 20 20 27 25 21 20 86 66 246
leaf_count=24 71 78 21 20 77 89 21 101 26 49 22 32 21 20 22 50 187 1576 22 29 32 20 20 27 25 21 20 86 66 246
internal_value=0 0.00347779 0.0026525 0.00322523 0.000449272 0.00630734 0.00638901 0.005091 0.00642641 0.00433456 0.00280026 0.0063874 0.00617509 0.00291524 0.00260832 0.00312747 0.00361498 0.00627047 0.00287993 0.00695643 0.00709815 0.00695019 0.00711575 0.00728089 0.00708293 0.00687443 0.00705184 0.00682622 0.00505983 0.00728378
internal_weight=0 718 475 377 98 2403 2314 243 2293 172 71 2267 1651 357 43 337 259 1608 209 616 587 563 543 523 496 464 443 418 86 332
internal_count=3121 718 475 377 98 2403 2314 243 2293 172 71 2267 1651 357 43 337 259 1608 209 616 587 563 543 523 496 464 443 418 86 332
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 1 4 150 0 2 1 1447 47 12 47 160 1 4 1 15 4 49 0
split_gain=17.6742 2.8034 1.80874 1.63478 0.983625 0.873099 0.654992 0.612998 0.461613 0.456378 0.359624 0.350693 0.306783 0.293925 0.262075 0.220556 0.174143 0.148052 0.122471 0.117149 0.116347 0.116334 0.113812 0.102084 0.101141 0.0953736 0.0976419 0.0952888 0.0942898 0.0803295
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.11474000000000002 0.14838000000000004 0.089770000000000016 0.40945500000000007 1.0000000180025095e-35 -0.095504999999999993 0.089885000000000007 0.097525000000000014 -0.082869999999999985 0.08265500000000002 0.085885000000000017 0.090100000000000013 -1.0000000180025095e-35 0.16175000000000003 -0.036839999999999991 0.11669000000000002 -0.14147499999999996 -0.0070899999999999991 -0.053364999999999996 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 21 7 11 12 -5 14 27 13 16 -4 17 19 -1 29 -18 -14 -17 25 -15 -13 -2 -3 -27 -6 -10 -7
right_child=1 2 6 8 10 9 -8 -9 28 -11 -12 23 15 22 -16 20 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00072936881039092688 0.00074040538189457908 0.00031157430131929992 0.00031530375732413305 0.00061740144104895534 0.00071804097581421738 0.00063895876787533701 0.0004069041423736486 0.00088024545607953838 0.0004039635600343845 0.00041719142637972279 0.00033869080889993244 6.3952439171651953e-05 0.00045683445456213325 0.00023301727844665408 0.00044794553253710398 0.00053942234804004255 0.00080245480290098623 0.00073381927681575513 0.00067478475940272158 0.00063530564516063549 0.00068535725099401793 0.0004156078532675975 9.0101735594640277e-05 -9.3906081214644552e-05 0.00057825135027104503 0.00029371860234633735 0.00010639033008391932 0.00056316201687276531 0.00025177081924705101 0.00051598778449384063
leaf_weight=1056 50 147 45 34 21 285 37 79 34 41 26 63 31 29 27 23 31 64 424 26 242 32 82 21 21 23 20 56 29 22
leaf_count=1056 50 147 45 34 21 285 37 79 34 41 26 63 31 29 27 23 31 64 424 26 242 32 82 21 21 23 20 56 29 22
internal_value=0 0.000323947 0.000280487 0.000682732 0.000379711 0.000693024 0.000164068 0.00071113 0.000433276 0.000614166 0.000538077 0.000126631 0.000703841 0.000181631 0.000634457 0.000648891 0.000715551 0.000648031 0.000683483 0.000538242 0.000672691 0.000306235 0.00012744 2.44878e-05 0.000692444 0.000287815 0.000206589 0.000605402 0.000333907 0.000630147
internal_weight=0 673 602 2448 325 2351 277 1912 97 439 103 240 1833 156 398 322 1511 371 455 57 265 222 111 84 71 190 43 77 63 307
internal_count=3121 673 602 2448 325 2351 277 1912 97 439 103 240 1833 156 398 322 1511 371 455 57 265 222 111 84 71 190 43 77 63 307
is_linear=0
shrinkage=0.00196078


Tree=7166
num_leaves=31
num_cat=0
split_feature=1 1 16 124 457 42 2 1 47 2 160 14 43 4 40 2 1456 133 1375 456 15 3 52 1 13 3 3 12 3 12
split_gain=0.436689 0.0946035 0.0541265 0.0420121 0.0381777 0.0377893 0.0349348 0.0322795 0.0311819 0.030843 0.0348717 0.0263561 0.0254934 0.023969 0.0366442 0.0240238 0.0237859 0.0460406 0.0346225 0.0292895 0.0286525 0.0487203 0.0578021 0.0530885 0.0591291 0.0398169 0.0401749 0.0357001 0.0426466 0.0397845
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 -0.076779999999999987 0.094310000000000019 -0.0060199999999999993 0.13404500000000005 0.16773500000000005 0.13827000000000003 -0.13033999999999998 -0.24213499999999996 0.062655000000000016 -0.080324999999999994 0.27287000000000006 -0.077474999999999988 -1.0000000180025095e-35 0.056265000000000009 0.11524500000000001 0.084315000000000015 0.087225000000000011 0.040760000000000005 -0.116045 -0.14488499999999996 0.077845000000000011 -0.017449999999999997 -0.12711499999999995 -0.047929999999999993 0.095780000000000018 0.092670000000000016 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 9 -1 11 8 -3 -2 -11 16 -7 15 -15 -12 20 18 19 -18 21 22 -5 -24 -25 -22 -27 28 -23 -29
right_child=1 7 -4 6 -6 12 -8 -9 -10 10 13 -13 -14 14 -16 -17 17 -19 -20 -21 25 27 23 24 -26 26 -28 29 -30 -31
leaf_value=0.0065311787050002477 0.0074955577093463108 0.0019957604054787995 0.0070577187110639874 0.0075692925762770513 0.00067033433622461474 0.0041067009424700191 0.0036260223914203905 -0.0016034567445192651 0.0060985985863953839 0.0078368926997340865 0.0013456688070922005 0.008052383235600943 -0.00027750248000735326 -0.0014635726017877462 0.0033281481068115682 0.004741316633940014 0.0077467289377071554 0.0028154962385694188 0.0041071770353364239 0.011737518278615815 0.01095406404696405 0.0066002957250186848 0.0053081437151002537 0.0040627160668373109 -0.0032994649889587892 0.0063389740906275062 0.010483682931711277 0.0013184105062724225 0.003982613386377099 0.0054006368931480628
leaf_weight=39 26 251 62 29 34 36 49 23 20 21 24 85 21 20 79 158 148 21 23 21 20 635 34 20 24 915 24 28 69 162
leaf_count=39 26 251 62 29 34 36 49 23 20 21 24 85 21 20 79 158 148 21 23 21 20 635 34 20 24 915 24 28 69 162
internal_value=0 0.00337177 0.00432761 0.00618234 0.00386002 0.0041326 0.00626763 0.00199329 0.00229855 0.00419066 0.00390613 0.00632496 0.00249147 0.00361237 0.00236012 0.00429354 0.00625739 0.00726101 0.00774723 0.00824263 0.00614832 0.00577409 0.00375751 0.00234031 4.69809e-05 0.00653895 0.00644491 0.00601544 0.00634373 0.00479905
internal_weight=0 718 424 2403 362 96 2307 294 271 328 302 2258 57 281 99 182 2173 213 192 169 1960 1001 107 78 44 959 939 894 704 190
internal_count=3121 718 424 2403 362 96 2307 294 271 328 302 2258 57 281 99 182 2173 213 192 169 1960 1001 107 78 44 959 939 894 704 190
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 2 0 4 2 11 0 16 160 41 151 14 3 3 150 10 0 43 16 52 15 52 15 13 0
split_gain=0.353983 0.0848635 0.0546052 0.0326774 0.0398602 0.0365055 0.0377733 0.0391047 0.0315605 0.0303771 0.0397637 0.039057 0.0350625 0.0333841 0.0596913 0.0314647 0.0301301 0.0360242 0.0450867 0.0306718 0.0280349 0.0276242 0.0363115 0.0296968 0.0288853 0.026985 0.0260308 0.02487 0.0243319 0.0241834
threshold=0.10293500000000001 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.14753000000000002 -1.0000000180025095e-35 0.10276500000000001 0.024095000000000002 0.40124500000000002 0.10045500000000002 1.0000000180025095e-35 -0.026509999999999995 0.15273500000000004 -0.085764999999999994 0.079300000000000009 1.0000000180025095e-35 -0.47013499999999991 0.088060000000000013 0.11658 1.0000000180025095e-35 -0.0026549999999999994 -0.097024999999999986 -0.073404999999999984 -0.080509999999999984 0.0046550000000000003 -0.040804999999999994 0.0060650000000000009 -0.089964999999999976 -0.081029999999999977 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 20 7 -7 9 10 15 21 -13 -12 -15 -1 -8 -18 -19 -20 -5 24 25 -24 -11 -23 29 -6 -17 -4
right_child=1 2 26 4 27 6 16 -9 -10 11 13 12 -14 14 -16 28 17 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057616297197111005 0.0058885466661654741 0.006615511242300272 0.00099893577769398696 0.0024449277168605479 0.0019637314635994182 0.005696101438533923 0.0065908481212682089 0.0010001941495353269 0.0018037348800465803 0.0016453092323137901 0.0041899894563747304 0.00031698904503514315 0.0044943203905994005 0.010752048534341157 0.004985195910558105 0.0050572825023544217 0.0015215049080412697 0.0078213048904823765 0.0044494416589211478 -0.00017733529612482728 -0.0020547890241141434 0.0062768073890596453 0.0075953059162323679 0.0040747292402900847 0.0055457378737628462 0.0098510629098330221 0.0029108144296009818 -0.0022510370084395013 0.0014933564079304537 -0.0026309103367785957
leaf_weight=1756 93 25 50 45 42 114 20 21 22 37 21 32 54 50 28 53 135 24 38 23 20 86 30 119 39 28 36 21 30 29
leaf_count=1756 93 25 50 45 42 114 20 21 22 37 21 32 54 50 28 53 135 24 38 23 20 86 30 119 39 28 36 21 30 29
internal_value=0 0.00306506 0.00265669 0.00308676 0.00291138 0.00324822 0.00362744 0.00496563 0.0055738 0.0056089 0.0057768 0.00484326 0.00293996 0.00772907 0.0086819 0.0056717 0.00287471 0.00253688 0.00414955 0.00270492 0.0010604 0.0053261 0.00581136 0.00478357 0.00364684 0.00715469 0.000682084 0.000558809 0.00376912 -0.000333539
internal_weight=0 736 643 528 503 440 375 135 2385 2363 1938 425 86 99 78 1839 240 220 85 61 65 339 263 149 76 114 115 63 83 79
internal_count=3121 736 643 528 503 440 375 135 2385 2363 1938 425 86 99 78 1839 240 220 85 61 65 339 263 149 76 114 115 63 83 79
is_linear=0
shrinkage=0.1


Tree=7168
num_leaves=31
num_cat=0
split_feature=1 52 3 0 44 1 394 0 3 12 157 2 42 403 159 16 1 157 1456 2 9 48 4 51 13 43 16 47 14 3
split_gain=0.286726 0.0689798 0.0446932 0.0277043 0.0267406 0.0309989 0.0672931 0.0546233 0.0374525 0.0329355 0.0331659 0.0297388 0.0385425 0.0351097 0.0471456 0.0549155 0.0520494 0.0267601 0.0262988 0.0325922 0.0298038 0.0365917 0.0372457 0.0280619 0.0378597 0.03351 0.0336024 0.0317044 0.0361973 0.0368922
threshold=0.10293500000000001 -0.42635499999999998 0.31299000000000005 0.22582000000000002 1.0000000180025095e-35 0.088340000000000016 -0.079424999999999982 -0.095504999999999993 0.10732000000000001 0.090545000000000014 -0.077664999999999998 -0.0050599999999999994 0.088295000000000012 -0.074254999999999988 0.04105000000000001 -0.083539999999999989 0.091615000000000016 -0.089089999999999989 -0.049894999999999995 0.14753000000000002 -1.0000000180025095e-35 0.14174500000000004 -0.033174999999999989 0.11144500000000002 -0.15714499999999998 -0.23229999999999998 -0.42170999999999997 0.10621500000000002 -0.46166999999999997 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 18 4 5 8 -7 -8 9 17 -11 -9 13 -13 15 -15 -17 -1 -3 20 -20 22 -22 24 -24 -26 -27 28 -28 -30
right_child=1 2 -4 -5 -6 6 7 11 -10 10 -12 12 -14 14 -16 16 -18 -19 19 -21 21 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.0075261025116420723 0.0053856040282301947 0.0059539600093849003 0.00061387591299337703 0.0014002931348624686 0.0081205250104955801 -0.0013816731044789777 0.0024874104349791116 0.0019259885953808273 0.0010960092985028908 0.0018348844333862264 0.0048462183837199337 0.0096269082679445381 0.0043212140042862088 0.0095275744817973611 0.0098107903691319123 0.00076217339921961819 0.0057223315153610852 0.0054400349634485326 0.00095435951836407194 0.00050292782825491736 0.0070165025145148066 -0.00068691117181019358 0.0063083286265221738 0.0062462188461462837 0.0063067326936024157 0.0037951455953507424 0.0038563809557152651 0.0041913721066521251 0.00077214606368215767 -0.0039373379699619753
leaf_weight=65 88 25 115 21 28 20 101 27 22 39 588 29 170 21 24 34 56 1140 65 63 28 22 30 28 22 89 28 32 80 21
leaf_count=65 88 25 115 21 28 20 101 27 22 39 588 29 170 21 24 34 56 1140 65 63 28 22 30 28 22 89 28 32 80 21
internal_value=0 0.00275855 0.00240179 0.00501642 0.00504854 0.00501172 0.00429727 0.00454312 0.00519746 0.00524671 0.00465891 0.00511826 0.00537632 0.00647002 0.00579187 0.00492291 0.00384849 0.00555256 0.00278756 0.00263173 0.00293311 0.00327158 0.00351484 0.00321773 0.00293694 0.0025651 0.00223583 0.00137385 0.000674932 -0.000207054
internal_weight=0 736 648 2385 2364 2336 482 462 1854 1832 627 361 334 164 135 111 90 1205 533 508 445 380 358 330 302 272 250 161 129 101
internal_count=3121 736 648 2385 2364 2336 482 462 1854 1832 627 361 334 164 135 111 90 1205 533 508 445 380 358 330 302 272 250 161 129 101
is_linear=0
shrinkage=0.1


Tree=7169
num_leaves=31
num_cat=0
split_feature=1 1 1456 16 12 12 1 13 43 4 16 2 1 1210 483 1429 52 49 0 43 15 4 0 16 129 1 0 4 133 133
split_gain=0.233039 0.066601 0.0479901 0.037035 0.0336919 0.0426936 0.0366734 0.029655 0.0327568 0.028731 0.0276796 0.0276677 0.0692517 0.0386135 0.0392273 0.0354734 0.0476372 0.0436849 0.0330356 0.064486 0.0264148 0.0503084 0.036925 0.0265579 0.0245639 0.0245066 0.0294495 0.0313837 0.0285324 0.0336659
threshold=0.12000500000000001 0.091195000000000012 -0.082809999999999981 0.5136400000000001 0.089150000000000021 0.090455000000000021 0.09253500000000002 -0.066634999999999986 0.058875000000000004 0.40945500000000007 0.058835000000000005 0.089005000000000015 0.08864000000000001 -0.15347999999999998 -0.095084999999999989 0.084690000000000015 -0.057699999999999994 -0.090734999999999982 -0.075934999999999989 -0.03898999999999999 -0.43375999999999998 0.51303500000000013 -0.0058249999999999994 -0.40995499999999996 -0.047864999999999991 0.084885000000000002 0.041630000000000007 -0.083249999999999977 -1.0000000180025095e-35 0.048950000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 -6 -7 8 10 -2 -8 13 25 -1 -15 17 -17 -16 24 -20 21 -11 23 -22 -19 26 27 -13 -28 -30
right_child=9 2 3 -5 5 6 7 -9 -10 20 -12 12 -14 14 15 16 -18 18 19 -21 22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00902410944842774 0.0025301813552710559 0.007921915939853837 0.0024703654554605364 0.0053230625709930306 0.0083921698993071926 -4.3330724118277432e-05 0.0032637928422175454 0.0027613911599954286 0.0084453077683144303 0.0061168168893172628 0.0070044056840102981 0.0071228975029606822 -0.00096105254441499702 0.0082259412854909907 0.0088104118875760064 -0.0012923331825401296 0.004583735646746071 0.0077944145730600286 -0.002058499394770479 0.0057055442938176194 -0.0009353174840247161 0.00058726694169877194 -0.0041583807503973898 0.0034958795519612197 0.0048367356059850477 0.007286215665849991 0.0055968384934766665 0.0043157818976361376 -0.00095349431879097424 0.0038764949512874918
leaf_weight=23 156 24 357 86 20 25 74 106 23 21 27 42 25 34 28 22 37 29 20 23 38 76 22 21 885 28 21 770 31 27
leaf_count=23 156 24 357 86 20 25 74 106 23 21 27 42 25 34 28 22 37 29 20 23 38 76 22 21 885 28 21 770 31 27
internal_value=0 0.0043347 0.00352315 0.00337612 0.00311119 0.00394309 0.00359414 0.00398952 0.00503937 0.00153946 0.00426376 0.00462917 0.00423193 0.00496976 0.00488325 0.00477439 0.00239266 0.00491705 0.00480314 0.00209436 0.000671194 0.00178439 -0.000661889 0.000641888 0.00493058 0.0043732 0.00428165 0.00446098 0.00243849 0.00129495
internal_weight=0 2787 742 718 632 275 255 230 124 334 101 2045 944 1101 1078 1044 59 985 957 43 178 97 81 59 914 919 891 812 79 58
internal_count=3121 2787 742 718 632 275 255 230 124 334 101 2045 944 1101 1078 1044 59 985 957 43 178 97 81 59 914 919 891 812 79 58
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=31
num_cat=0
split_feature=1 3 4 48 0 16 132 97 42 147 132 133 151 12 3 39 49 3 475 1451 2 45 43 1 0 15 151 0 42 0
split_gain=0.19258 0.0459956 0.0393236 0.0369804 0.0304758 0.0398548 0.0276821 0.0313502 0.0402973 0.0377673 0.0345104 0.025462 0.0273441 0.0279024 0.0252577 0.0240273 0.0239222 0.0377893 0.0331273 0.033687 0.0336669 0.0309955 0.0308359 0.0286823 0.0532967 0.0467835 0.0383268 0.0321758 0.0326107 0.0320557
threshold=0.10337500000000001 0.30112000000000005 -0.050494999999999991 0.14823500000000003 -0.033209999999999996 0.13751500000000003 -1.0000000180025095e-35 -0.049229999999999996 0.090835000000000013 0.10100500000000003 0.081465000000000024 0.087415000000000007 0.0033600000000000006 -0.082514999999999991 -0.0025099999999999996 0.10076500000000001 0.11560500000000001 -0.076514999999999986 0.068270000000000011 0.089825000000000002 0.13501500000000002 0.081955000000000014 -0.029804999999999995 0.085760000000000017 -0.095504999999999993 -0.095869999999999983 -0.083804999999999977 -0.087414999999999979 0.088060000000000013 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 6 -2 -6 -4 -8 9 10 11 12 13 -9 -10 16 18 -18 19 20 21 23 -19 -1 25 -25 -26 28 -28 -27
right_child=1 -3 3 -5 5 -7 7 8 14 -11 -12 -13 -14 -15 -16 -17 17 22 -20 -21 -22 -23 -24 24 26 29 27 -29 -30 -31
leaf_value=0.0043057747229025304 0.0072219695930403685 0.00046837226323614739 -0.00080147365627523796 -0.0020217700628563763 -0.00039771642103525142 0.0047106469470236337 -0.0004083472713263649 0.0079054222605191172 0.0021793684377166022 -0.00048223071332488744 0.0012762549631588627 0.0011304095061495901 0.0082809922507121447 0.0038932491857737589 -0.00097181253622693478 0.0014973614274317194 0.0044514969805049985 -0.0009647756924719684 0.0071428730712599451 0.0075721513887401677 0.00027566118287327497 0.0080403661797754464 0.0035816769142491887 0.004342135114018761 0.00065231627468165243 0.0015971664360470393 0.0097932463791221384 0.0039512211589470278 0.0041510569289260153 -0.0026639873161911965
leaf_weight=1567 27 127 26 20 21 56 33 20 124 21 40 20 21 130 32 36 64 35 37 28 23 20 26 42 32 55 20 371 21 26
leaf_count=1567 27 127 26 20 21 56 33 20 124 21 40 20 21 130 32 36 64 35 37 28 23 20 26 42 32 55 20 371 21 26
internal_value=0 0.00219496 0.00256598 0.00218903 0.00433113 0.00331746 0.00236936 0.00255631 0.0027961 0.00357803 0.00394714 0.00450649 0.00490135 0.00442821 0.00153297 0.00406139 0.00410039 0.00275402 0.00417545 0.00412566 0.00408133 0.00412197 0.000973057 0.00408525 0.00347578 0.00163374 0.00398607 0.004245 0.00690334 0.000229389
internal_weight=0 718 591 487 104 77 467 441 408 252 231 191 171 150 156 2403 2367 125 2242 2205 2177 2154 61 2134 567 123 444 412 41 81
internal_count=3121 718 591 487 104 77 467 441 408 252 231 191 171 150 156 2403 2367 125 2242 2205 2177 2154 61 2134 567 123 444 412 41 81
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=31
num_cat=0
split_feature=1 1 457 456 49 9 1 14 156 4 483 392 3 50 157 52 49 43 160 42 151 16 49 456 1451 16 4 3 13 15
split_gain=0.156051 0.0433188 0.0378254 0.0337235 0.031465 0.0273883 0.0264881 0.0217233 0.0219594 0.0217176 0.0260423 0.0216547 0.0224314 0.0570289 0.0621749 0.0414626 0.0364483 0.0345211 0.0462472 0.0323497 0.0218086 0.0356484 0.034288 0.0333856 0.0288462 0.0280009 0.0269417 0.0515306 0.0385189 0.0510862
threshold=0.12000500000000001 0.095950000000000021 0.079590000000000008 0.092050000000000007 -0.15302999999999997 -1.0000000180025095e-35 0.16773500000000005 0.062655000000000016 0.085790000000000019 -0.034939999999999992 0.098395000000000024 0.091685000000000003 -0.096099999999999977 0.092095000000000024 -0.080544999999999992 0.10024500000000001 -0.048674999999999989 -0.14169499999999999 0.10285000000000001 -0.11051499999999999 -0.085164999999999977 -0.011734999999999997 0.12497000000000001 0.041000000000000002 0.089825000000000002 0.51222500000000004 -0.085594999999999991 0.090900000000000009 -0.085744999999999988 0.086085000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 9 11 -9 -2 -11 12 13 14 -1 16 -16 19 -19 -18 21 -14 24 -23 26 -24 28 -28 -22 -30
right_child=6 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 20 -15 15 -17 17 18 -20 -21 22 23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0029890327182199275 0.0035000997590315013 0.0067954814663001642 0.00086546415275354249 -0.0008273366053583146 -0.00036190755113652402 0.0032600883477076994 -0.0020484628808765631 0.0043567717300787099 0.0080907342955470092 0.00084255735090095181 0.0045948641170980411 0.0067026455400754584 0.0070446391148852499 0.0069037475221758269 -0.00071539151637504505 -0.0015938310080673545 0.004905370957302777 0.0059664936017103584 0.00068667108592178143 0.00010962104663634913 0.0010378410667181016 0.0017149482360976035 -0.0012186749930081604 0.0055329974712233767 0.0074886265536770226 0.0036908384789490984 0.003609073399136708 -0.00022251812948120964 0.0044488955468503953 0.0087870569476349789
leaf_weight=21 45 24 91 21 22 409 23 63 21 246 20 23 51 29 21 20 22 79 21 39 25 43 26 49 20 21 1404 36 153 33
leaf_count=21 45 24 91 21 22 409 23 63 21 246 20 23 51 29 21 20 22 79 21 39 25 43 26 49 20 21 1404 36 153 33
internal_value=0 0.0035136 0.00273349 0.00309061 0.00327144 0.00307521 0.00122622 0.00371284 0.00529026 0.0014684 0.00112469 0.00365081 0.00361759 0.00273217 0.00218967 0.00272805 0.00320298 0.00371408 0.00485773 0.00183924 0.00373748 0.00492403 0.00363872 0.00374847 0.00371365 0.000974937 0.00366792 0.00351328 0.00472322 0.00521857
internal_weight=0 2787 567 476 455 431 334 2220 84 311 266 2136 2113 252 223 202 182 161 100 61 1861 143 1718 92 1671 47 1651 1440 211 186
internal_count=3121 2787 567 476 455 431 334 2220 84 311 266 2136 2113 252 223 202 182 161 100 61 1861 143 1718 92 1671 47 1651 1440 211 186
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 2 14 1 2 49 4 150 40 1 2 4 2 50 47 4 1 15 16 2 16 43
split_gain=14.5195 2.36891 1.38378 0.984725 0.900925 0.718572 0.49587 0.467983 0.380709 0.380034 0.372793 0.266239 0.280769 0.252912 0.244438 0.18177 0.155745 0.150571 0.148421 0.14495 0.141342 0.14101 0.139787 0.127431 0.104512 0.103207 0.118472 0.0875249 0.0814222 0.0769832
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.077845000000000011 0.14285500000000004 0.10613000000000002 0.062655000000000016 0.089770000000000016 0.090425000000000019 -0.054984999999999992 -0.15289999999999995 1.0000000180025095e-35 -0.077474999999999988 0.12408500000000001 -0.0091949999999999983 -0.55119499999999988 0.088850000000000012 0.041865000000000006 0.090280000000000013 0.053180000000000012 0.076935000000000017 -0.086254999999999984 -0.11118499999999999 0.11411 -0.072359999999999994 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 16 -4 15 28 11 19 18 -2 -11 23 -3 -16 -13 -1 -21 25 -15 24 -7 26 -6 -5 -8 -9
right_child=1 4 7 27 21 8 9 29 -10 14 -12 12 -14 22 17 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000930791687008157 0.00048426134989796189 0.00034107363257909946 0.00072128202880964885 0.00049051962999833955 0.000232569859159775 0.00070477090309870559 0.00048361315319706813 0.00046256765598008611 0.00049287498038488755 0.00058957845264790104 0.0008982699195267123 0.00057152424703168744 0.00049764358947483882 0.00077802537310115382 0.00039483081341048441 0.00054773799149818669 0.00018308528568475053 0.00025871188502000467 0.00073565579503818252 0.00078097151432385422 0.00074065364929746928 0.00030185236949557901 0.00064462029253104522 0.00065122611523523637 0.00078768104412197282 1.3665362220147953e-05 5.3567642147759761e-05 0.00035842726430747475 0.00063758926639294485 0.00031821018358802096
leaf_weight=21 23 47 28 30 44 210 23 49 39 20 76 23 23 58 122 30 49 42 268 946 517 26 63 117 81 20 21 54 31 20
leaf_count=21 23 47 28 30 44 210 23 49 39 20 76 23 23 58 122 30 49 42 268 946 517 26 63 117 81 20 21 54 31 20
internal_value=0 0.0004118 0.000736992 0.000574321 0.000328531 0.000746461 0.000379392 0.000507484 0.000678515 0.000427375 0.000763756 0.00075807 0.000706199 0.00067274 0.000384928 0.000695045 0.000260434 0.000359971 0.000722683 0.000769046 0.000766724 0.000175491 0.000708567 0.000705876 0.000727849 0.000136839 0.000174738 0.000405603 0.000572007 0.000420725
internal_weight=0 673 2448 228 445 2351 334 97 477 238 1874 1798 314 144 184 438 96 164 291 1484 1463 111 121 408 291 85 65 84 54 69
internal_count=3121 673 2448 228 445 2351 334 97 477 238 1874 1798 314 144 184 438 96 164 291 1484 1463 111 121 408 291 85 65 84 54 69
is_linear=0
shrinkage=0.00196078


Tree=7173
num_leaves=31
num_cat=0
split_feature=1 2 484 3 483 2 12 1 40 4 15 4 15 0 10 11 3 52 4 16 52 52 160 43 13 52 49 0 0 42
split_gain=0.174115 0.046296 0.0403331 0.0319994 0.0325735 0.0374611 0.0276199 0.0460039 0.0256858 0.023981 0.0296425 0.0212219 0.0272779 0.0206763 0.0196047 0.0218418 0.0289944 0.0286657 0.0214129 0.0293139 0.0334404 0.0350503 0.0351681 0.0269336 0.0229563 0.0225223 0.0235915 0.0212729 0.0210122 0.0195216
threshold=0.10337500000000001 0.13622000000000004 0.096675000000000011 -0.07793499999999999 0.086010000000000017 -1.0000000180025095e-35 -0.42850999999999995 0.15799000000000005 -1.0000000180025095e-35 -0.064804999999999988 -0.079929999999999987 0.42642000000000008 -0.12255999999999999 0.22582000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14989499999999997 0.088785000000000017 -0.49405499999999997 0.013515000000000001 -0.45478499999999994 -0.067494999999999986 -1.0000000180025095e-35 -0.065269999999999981 -0.13710499999999998 -0.13993999999999998 0.11560500000000001 -0.081584999999999977 -0.084804999999999978 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 -2 5 8 -3 9 -5 -8 -11 12 -7 14 28 18 17 -17 -16 24 27 22 -22 -23 -20 -26 -27 29 -1 -21
right_child=1 6 -4 4 -6 11 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 20 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0039617210964760967 0.0038631486452061709 0.004214075733616483 -0.0014301833211599539 0.0013248199807365606 0.0050025628557164425 -0.0005639702782355016 0.0041223443101625892 -0.0042118567507714033 -0.0023307850588402102 0.0011626643311985314 -0.0028425179421901706 0.0053611031093169009 0.0027141128570656297 0.00076863687219364311 0.0056585878445978531 0.0054383176623234233 0.0084415503828178928 0.0015646583307534455 0.00099201428890228279 0.0048880337777992954 -0.0021458932153808957 0.0045218915560725718 0.0020047824159203291 0.0011386582162231206 0.0059002061237743691 0.0040289844061537445 0.0014052775595337153 0.0052019216490655461 -0.00056728388648480171 0.0010429139072526126
leaf_weight=21 175 20 24 57 37 30 20 20 29 94 23 24 165 21 66 81 23 25 25 23 26 82 95 33 63 1645 35 88 20 31
leaf_count=21 175 20 24 57 37 30 20 20 29 94 23 24 165 21 66 81 23 25 25 23 26 82 95 33 63 1645 35 88 20 31
internal_value=0 0.002118 0.0025773 0.00276333 0.00220056 0.00186065 0.000714146 0.000268295 9.2116e-05 0.000922332 0.000375321 0.00255514 0.00220979 0.0038927 0.00392025 0.00395821 0.00522307 0.00452472 0.00388445 0.00382989 0.00303057 0.00230098 0.0011129 0.00355105 0.00400078 0.00404393 0.00397432 0.00424313 0.00175245 0.00268065
internal_weight=0 718 541 517 342 305 177 157 86 137 117 219 195 2403 2382 2341 129 106 2212 2146 378 236 121 115 1768 1743 1680 142 41 54
internal_count=3121 718 541 517 342 305 177 157 86 137 117 219 195 2403 2382 2341 129 106 2212 2146 378 236 121 115 1768 1743 1680 142 41 54
is_linear=0
shrinkage=0.1


Tree=7174
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 1 2 2 2 150 12 47 4 3 2 1 159 3 0 34 0 133 130 156 2
split_gain=42.0848 6.49654 3.93818 3.43061 2.57403 2.0388 1.40683 1.30567 1.19312 0.928959 0.728404 0.713015 0.703505 0.545958 0.52748 0.452517 0.433866 0.408073 0.306867 0.300074 0.270385 0.266762 0.255185 0.24934 0.22849 0.23001 0.226598 0.245884 0.222047 0.224644
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.14960000000000004 0.089625000000000024 0.17025000000000004 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 0.090545000000000014 0.12171500000000002 -0.51253999999999988 -0.13927999999999999 0.14530500000000005 0.11588000000000001 -1.0000000180025095e-35 0.086245000000000016 0.051010000000000007 -0.038779999999999995 -0.036484999999999997 0.089200000000000015 -0.076894999999999977 0.087825000000000014 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 10 20 -5 14 15 16 13 -12 18 17 24 -1 -7 21 -6 -3 -19 -20 -4 -26 27 -23 29 -17
right_child=1 2 11 8 7 9 -8 -9 -10 -11 12 -13 -14 -15 -16 28 -18 22 23 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015624400002170566 0.0012149216323917229 0.00084084187214281049 0.00020941780591956144 0.0012004649918787285 0.0011967883035615499 0.0012869790573424738 0.0015258086085996145 0.0006352147148161036 0.00072056172957099204 0.00076053002441855402 0.00090405879270695055 0.00014858672138386999 0.00083826625845113164 0.0012185789749753549 0.0008904914912201611 0.0012747522524646764 0.00069256353100725248 0.0012927315844543177 0.0011511153753683402 0.00039842506293572629 0.00097372819785199139 0.00043855586632266831 0.0011419148282158088 0.00094008760690333394 0.00036214328571861862 0.00059817393950341053 0.00047007214857776666 0.00065274375087252682 0.0010116876968566109 0.0011756581561497873
leaf_weight=21 74 20 24 28 39 62 76 37 69 26 23 49 23 274 30 172 20 1040 336 25 45 23 45 23 57 22 40 198 20 180
leaf_count=21 74 20 24 28 39 62 76 37 69 26 23 49 23 274 30 172 20 1040 336 25 45 23 45 23 57 22 40 198 20 180
internal_value=0 0.00066682 0.000599108 0.00122046 0.000700014 0.00123537 0.0012645 0.000942111 0.000859091 0.00112092 0.00125345 0.000348605 0.00116864 0.00119422 0.00114169 0.00127182 0.000428287 0.00129172 0.00115959 0.000604282 0.00107729 0.000622597 0.00128648 0.0011376 0.000376971 0.000427873 0.000605873 0.000630453 0.00121266 0.00122408
internal_weight=0 673 599 2448 427 2351 1874 121 97 477 1798 172 320 297 451 1478 123 1106 421 306 84 281 1085 359 103 79 261 221 372 352
internal_count=3121 673 599 2448 427 2351 1874 121 97 477 1798 172 320 297 451 1478 123 1106 421 306 84 281 1085 359 103 79 261 221 372 352
is_linear=0
shrinkage=0.00196078


Tree=7175
num_leaves=31
num_cat=0
split_feature=1 52 2 132 15 48 10 2 4 158 0 52 15 15 157 480 14 1 3 3 39 40 2 1 48 131 472 4 12 475
split_gain=0.23267 0.0541958 0.0357335 0.0308114 0.0392313 0.0673537 0.0263434 0.036638 0.0245836 0.028568 0.0269008 0.0230068 0.027005 0.0400358 0.0346142 0.022924 0.0216397 0.0212418 0.0247396 0.0247934 0.020944 0.0394605 0.0199232 0.0192096 0.0396274 0.0174701 0.0223169 0.0214922 0.0174354 0.0173737
threshold=0.10337500000000001 -0.40967499999999996 0.14753000000000002 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.058500000000000003 -0.13033999999999998 0.042705000000000007 0.085030000000000008 -0.090644999999999989 0.12603000000000003 -0.24436499999999997 -0.46471999999999997 -0.071119999999999989 0.084710000000000021 -1.0000000180025095e-35 0.10612500000000001 -0.078244999999999995 -0.03694999999999999 -1.0000000180025095e-35 -0.083709999999999993 0.13913500000000004 0.10871500000000002 0.084855000000000014 0.09031500000000002 -0.06698999999999998 -0.50052499999999989 -0.040564999999999997 0.068270000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 25 6 4 -4 -6 7 -3 20 15 -11 12 13 16 -14 -10 -9 -16 -19 -20 -1 -22 29 -21 -25 26 -2 -28 -15 -23
right_child=1 2 3 -5 5 -7 -8 11 9 10 -12 -13 14 28 17 -17 -18 18 19 23 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0078079218909676597 0.0029761535429861396 0.0064840734992176298 0.0028135331217736866 0.0034161671621924534 -0.0062203797786919909 0.00080277067932507228 0.00046431400639578772 0.0045752221011909951 0.0029126909642566362 0.0072269091196358205 0.0035114853691897898 0.0041173988288758295 -0.0010116985554552893 -0.0032500139958954056 0.00032322773671088125 0.0060453581140161713 0.00077488936123348059 0.0011969929250578086 0.0066523516020769698 0.0010971921412939471 0.0011496505616378273 0.0046799410232324359 0.0015485096807486799 0.0061929052708971236 0.0023790110637376544 0.0025940903946757316 0.004877880488691682 0.0094072568428237007 0.00056505523854866624 0.0068672392013910651
leaf_weight=21 20 25 26 28 22 36 56 29 230 40 38 77 22 23 24 26 31 39 29 28 32 1959 20 48 63 25 22 20 25 37
leaf_count=21 20 25 26 28 22 36 56 29 230 40 38 77 22 23 24 26 31 39 29 28 32 1959 20 48 63 25 22 20 25 37
internal_value=0 0.00248589 0.00216329 0.000543357 -0.000414247 -0.00186118 0.00251287 0.00276065 0.00453742 0.00374135 0.00541683 0.00254812 0.0022134 0.000889621 0.0027785 0.00323085 0.00261172 0.00313947 0.00346599 0.00399272 0.00466593 0.00463372 0.00468902 0.00343783 0.00402826 0.00482568 0.00572551 0.00703473 -0.001263 0.00472049
internal_weight=0 718 631 112 84 58 519 463 2403 334 78 438 361 108 253 256 60 231 207 168 2069 2048 2016 139 111 87 62 42 48 1996
internal_count=3121 718 631 112 84 58 519 463 2403 334 78 438 361 108 253 256 60 231 207 168 2069 2048 2016 139 111 87 62 42 48 1996
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=31
num_cat=0
split_feature=1 4 1 1348 12 4 40 47 131 44 132 14 0 157 16 4 49 49 14 0 49 15 3 4 2 1455 51 1186 16 12
split_gain=0.189257 0.0536319 0.0385381 0.0265923 0.0327119 0.0268881 0.0236752 0.0227245 0.02303 0.0221864 0.0220379 0.0219706 0.0341925 0.061609 0.0621683 0.0540341 0.0419088 0.0372183 0.0217476 0.0396026 0.0261057 0.0348743 0.0214065 0.0200373 0.0224765 0.0229953 0.0197539 0.019655 0.0391282 0.020935
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.092395000000000019 0.088105000000000003 0.42642000000000008 0.051255000000000002 0.090280000000000013 0.090385000000000007 0.081805000000000017 0.090145000000000017 0.062655000000000016 -0.10324499999999999 -0.067349999999999979 -0.040964999999999994 -0.0029599999999999995 -0.007794999999999999 -0.069799999999999987 -0.42495999999999995 -0.010949999999999998 -0.031119999999999998 -0.30407999999999996 -0.082334999999999978 0.022185000000000003 0.12992500000000004 0.068185000000000009 -0.047599999999999996 0.021560000000000003 -0.08595499999999999 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 26 3 4 10 7 9 8 22 11 -3 12 13 -1 15 -15 17 -17 -4 20 -20 -22 -6 27 25 -25 -2 29 -29 -14
right_child=1 2 18 -5 5 -7 -8 -9 -10 -11 -12 -13 23 14 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0024402591648686211 0.0034607874771134688 0.0022063208127159643 0.0035133988515514396 -0.00114589000295382 0.0088239938915940005 0.00099675339879468083 0.00067982638021931059 0.00309054203716866 0.0028502187630649479 0.0073708334050717811 -0.0010673413106071 0.0056462760725623689 0.0045974691575017311 -0.0020596623742243367 0.0079398246159633774 0.0035076126524915875 0.004891246058805674 -0.0012710289098322393 -0.0019381134734430816 -0.0034095220249146223 0.00018448996814657693 0.0042369338863396224 0.0044931508171083849 0.002171972687347421 0.0056285368707904128 0.0052797674105085173 0.0066961257733055392 0.0032057058545223514 0.0084284347030916251 0.0039025975774600406
leaf_weight=20 46 315 23 20 25 31 20 79 21 21 22 89 790 21 26 39 81 28 24 25 54 35 21 133 32 29 32 26 32 961
leaf_count=20 46 315 23 20 25 31 20 79 21 21 22 89 790 21 26 39 81 28 24 25 54 35 21 133 32 29 32 26 32 961
internal_value=0 0.00230173 0.00202268 0.00243156 0.00257076 0.00367154 0.00410572 0.00423948 0.00559419 0.00413515 0.00199261 0.0041057 0.00404388 0.00284547 0.0033876 0.00268726 0.0033608 0.00151057 0.000666525 0.000192046 0.000988853 0.00177815 0.00684687 0.00417252 0.00320669 0.00272831 0.00478811 0.00427609 0.00608721 0.0042161
internal_weight=0 773 695 534 514 177 2348 146 67 2328 337 2307 2218 215 195 169 148 67 161 138 113 89 46 2003 194 162 78 1809 58 1751
internal_count=3121 773 695 534 514 177 2348 146 67 2328 337 2307 2218 215 195 169 148 67 161 138 113 89 46 2003 194 162 78 1809 58 1751
is_linear=0
shrinkage=0.1


Tree=7177
num_leaves=31
num_cat=0
split_feature=1 133 3 46 3 2 15 157 10 156 13 9 3 50 50 16 50 13 2 15 157 133 13 3 132 3 50 15 1447 1447
split_gain=0.153808 0.0305787 0.0604294 0.0301463 0.0360028 0.0412026 0.029857 0.0502544 0.0304245 0.0292946 0.043068 0.0319699 0.0279362 0.0278066 0.0492055 0.037563 0.0351514 0.0295345 0.0271621 0.0255487 0.0248205 0.0230321 0.0437194 0.0596177 0.0301619 0.030575 0.0328026 0.0295505 0.0288814 0.0444572
threshold=0.11146500000000002 -0.24227499999999996 0.63141500000000017 0.084955000000000017 0.10893000000000001 0.11263500000000001 1.0000000180025095e-35 -0.0091799999999999989 -0.088499999999999981 0.10339000000000002 -0.017449999999999997 0.099965000000000012 -0.0096849999999999974 1.0000000180025095e-35 0.10672000000000002 0.0028900000000000006 0.11375500000000001 -0.083894999999999983 0.089525000000000007 -0.018314999999999994 -0.076119999999999979 -0.071719999999999992 -0.089109999999999981 -0.091054999999999983 -0.086059999999999984 -0.080104999999999996 0.091755000000000017 0.084050000000000014 -0.086059999999999984 -0.085024999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 4 6 19 8 -8 -1 11 -11 -3 21 -10 15 -15 18 -18 -16 -6 -19 24 23 -23 -9 27 -27 -26 -24 -30
right_child=1 2 -4 -5 5 -7 7 12 13 10 -12 -13 -14 14 16 -17 17 20 -20 -21 -22 22 28 -25 25 26 -28 -29 29 -31
leaf_value=-0.00045740890255685718 0.0053535326765003534 0.0017182094960818566 -0.0038408077252097429 0.0071314565906201713 0.0055763037376371886 -0.0023618641220742747 0.0080505188609822659 0.0018328196245848258 0.0031510911910072534 0.0018512182746134285 0.0076389094139449306 -0.0017815351411367636 0.0066832081218516195 0.0050229523017381629 -0.00063203433766664775 0.009722152284600518 0.0068241298685279622 0.000997562648638362 0.0040382955766835949 0.0010285262750888554 0.0045027039722330747 0.0050325581819102502 0.0065625839467559543 -0.0013867363524742618 0.0079918219597311692 0.0088668225792288367 0.003893684099117915 0.0039104703262116116 -0.00091251256387858172 0.0037579787683343587
leaf_weight=21 22 385 20 24 21 21 30 34 1080 36 20 28 35 75 33 22 32 31 20 30 58 23 35 39 20 36 21 157 21 691
leaf_count=21 22 385 20 24 21 21 30 34 1080 36 20 28 35 75 33 22 32 31 20 30 58 23 35 39 20 36 21 157 21 691
internal_value=0 0.00170648 0.0015424 0.00360364 0.0035709 0.0013661 0.00363405 0.00401178 0.00331964 0.00177196 0.00391825 0.00148094 0.00390282 0.00337835 0.00428403 0.00608875 0.00327794 0.00421862 0.00113035 0.00290114 0.00328181 0.00381247 0.0035463 0.000994615 0.00461593 0.00502031 0.00703461 0.00437164 0.00375809 0.00362023
internal_weight=0 511 489 2610 2586 72 2514 1142 1372 469 56 413 1112 1351 271 97 174 121 53 51 89 1077 809 62 268 234 57 177 747 712
internal_count=3121 511 489 2610 2586 72 2514 1142 1372 469 56 413 1112 1351 271 97 174 121 53 51 89 1077 809 62 268 234 57 177 747 712
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 106 44 457 0 457 147 14 11 10 42 16 43 1 15 130 11 11 11 11 2 157 157 12 130 394
split_gain=0.131194 0.0549825 0.0386227 0.0325243 0.0408958 0.0306405 0.0286788 0.0251228 0.0231933 0.0234245 0.0229256 0.0244771 0.0237897 0.0258076 0.0224604 0.0232675 0.0209497 0.030091 0.0303843 0.0207873 0.0268756 0.0303268 0.0359928 0.0369636 0.0321689 0.0231166 0.0241345 0.0210593 0.0200847 0.0188916
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10620500000000001 0.085655000000000009 0.081805000000000017 0.29113500000000009 -0.23051499999999997 -0.15747999999999998 0.096620000000000011 -0.47013499999999991 0.078065000000000009 -1.0000000180025095e-35 0.11934000000000002 -0.079734999999999986 0.093175000000000022 0.11181500000000001 -0.10653 -0.11198999999999999 0.096970000000000015 0.08976000000000002 0.086080000000000018 0.080455000000000013 -0.090999999999999984 -0.49695999999999996 -0.28320499999999993 0.089300000000000004 -0.082104999999999984 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 6 7 8 -1 -10 11 -2 13 -13 19 -16 17 18 -15 -11 21 22 23 24 -21 -26 -27 -25 -28 -30
right_child=3 -3 -4 4 -6 -7 -8 -9 9 14 -12 12 -14 16 15 -17 -18 -19 -20 20 -22 -23 -24 27 25 26 28 -29 29 -31
leaf_value=0.0060239641868975015 0.0030296010508512458 -0.00084836680343318167 0.00081143046688613666 0.0039174733361436714 -0.00032005434877646621 0.00019151349908732359 0.0061182775613348433 0.0004846841697731326 0.00026892386912368238 0.005941048658860382 0.0032359327467518951 -0.0035685734789391668 0.0021534936683587505 -0.0046374032463063486 0.0038487557315966116 0.00080925168503039036 -0.003059086543507874 0.0013986899667689878 0.00087479638052172974 -0.00021270477399230005 0.0004011219057429116 0.0064706665423727829 -0.00065458737398413098 0.0041095359383949209 0.006779044686263661 0.00067996180926760039 0.0010955329199802961 0.0085879781904319927 0.0044797593405601667 0.0033587668619054485
leaf_weight=32 30 33 63 79 32 31 37 31 25 32 31 24 41 20 40 68 20 93 20 25 30 32 22 21 20 33 37 21 163 1935
leaf_count=32 30 33 63 79 32 31 37 31 25 32 31 24 41 20 40 68 20 93 20 25 30 32 22 21 20 33 37 21 163 1935
internal_value=0 0.00320873 0.00325835 0.00124803 0.00269584 0.00331686 0.00335406 0.00331422 0.00334881 0.00331462 0.000672021 0.000351531 -1.70102e-05 -0.000519782 0.00334534 0.00193499 -4.15405e-05 0.000412226 -0.0018813 0.00340958 0.00337494 0.00341358 0.00337062 0.00340989 0.00335411 0.00339487 0.00336365 0.00634876 0.00340513 0.00344586
internal_weight=0 2731 2698 390 111 2635 2604 2567 2536 2504 279 248 218 177 2479 108 153 133 40 2371 2339 2309 2277 2255 2213 2188 2168 42 2135 2098
internal_count=3121 2731 2698 390 111 2635 2604 2567 2536 2504 279 248 218 177 2479 108 153 133 40 2371 2339 2309 2277 2255 2213 2188 2168 42 2135 2098
is_linear=0
shrinkage=0.1


Tree=7179
num_leaves=31
num_cat=0
split_feature=1 4 2 96 48 15 0 132 42 1 8 33 3 2 3 42 1 155 482 0 43 2 2 4 133 4 52 1208 0 16
split_gain=0.107263 0.0495093 0.0344959 0.0335734 0.0305389 0.0289219 0.0341965 0.0261877 0.0258618 0.0295923 0.0241146 0.0297981 0.0271944 0.0261335 0.0259569 0.0236603 0.0383197 0.0223862 0.0216217 0.0217876 0.0301863 0.0644217 0.0559351 0.0387602 0.0338653 0.0298849 0.0353557 0.0310339 0.027335 0.0280326
threshold=0.096325000000000008 -0.15764999999999998 0.13754500000000003 0.088850000000000026 -0.089099999999999999 -0.079929999999999987 -0.10474999999999998 -1.0000000180025095e-35 0.12181500000000002 0.13756000000000004 0.089885000000000007 0.082285000000000011 -0.03694999999999999 0.11215000000000001 0.11924500000000002 0.12181500000000002 0.13968000000000003 0.12016500000000001 0.11816500000000001 -0.072269999999999987 -0.082389999999999977 0.087245000000000003 0.097070000000000004 -0.07168999999999999 0.057185000000000007 -0.46376499999999993 -0.42635499999999998 0.099975000000000008 -0.069954999999999976 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 4 -3 6 -4 -6 9 10 11 12 -9 -14 -15 16 -8 18 19 -1 21 -21 -23 -24 -25 -22 -27 28 -28 -30
right_child=1 2 5 -5 7 -7 15 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 25 22 23 24 -26 26 27 -29 29 -31
leaf_value=0.003184639654336656 0.0035280916780463995 0.0057256857259199026 0.0037939036152757968 -0.002281146757595707 -0.0008999393748984274 -0.0026827996491544672 0.00086859843062041828 0.0026930520748411416 -0.0015162545799588165 0.0049608444269379666 -0.0013689003154550765 0.0057951815874548633 8.2651273211619512e-05 0.0036558949441838442 0.00065013074906476384 0.0027490689605474475 -0.0041408979120135959 -0.00029504013247787952 0.0058268789401543994 -0.0041341687506064777 0.0048976416025906192 0.0059738218203333592 -0.0031042660644743595 0.0048490280634723611 -0.00019071280432399364 0.0056320931343361736 -0.0013757451292898122 0.0047302845153300204 0.0029648015188880037 5.4990300443023447e-05
leaf_weight=1767 131 20 28 20 35 31 37 204 21 33 22 20 120 59 56 20 26 20 28 20 61 27 20 24 30 30 29 34 98 50
leaf_count=1767 131 20 28 20 35 31 37 204 21 33 22 20 120 59 56 20 26 20 28 20 61 27 20 24 30 30 29 34 98 50
internal_value=0 0.00173403 0.00142151 0.00174828 0.00188487 1.77372e-05 0.000771941 0.00175011 0.00192348 0.00206401 0.00186527 0.00202028 0.00184831 0.00111499 0.00219222 -0.000247516 -0.00119881 0.00303559 0.00306562 0.00303032 0.00238565 0.00105107 0.00207785 0.000656351 0.00204917 0.00292037 0.0024199 0.00196319 0.00143166 0.00198176
internal_weight=0 883 752 610 590 142 111 570 535 514 481 459 439 235 115 83 63 2238 2218 2190 423 121 101 74 54 302 241 211 177 148
internal_count=3121 883 752 610 590 142 111 570 535 514 481 459 439 235 115 83 63 2238 2218 2190 423 121 101 74 54 302 241 211 177 148
is_linear=0
shrinkage=0.1


Tree=7180
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 2 48 1 3 34 4 3 15 47 0 31 3 159 1 158 15 12 0 48
split_gain=9.88151 1.65067 0.929338 0.894049 0.562173 0.52511 0.315971 0.303661 0.278375 0.266125 0.18861 0.184746 0.162306 0.153653 0.208383 0.146836 0.0974328 0.0952353 0.0969432 0.0885952 0.0877725 0.0876817 0.0861926 0.0856144 0.0817824 0.0746792 0.0715211 0.0677892 0.0682501 0.0675272
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.091265000000000013 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.11474000000000002 0.062655000000000016 0.14285500000000004 -0.015314999999999997 0.085110000000000005 -0.11171999999999999 -1.0000000180025095e-35 0.27834500000000006 -0.14186499999999996 0.040760000000000005 0.090100000000000013 -0.10324499999999999 -0.077289999999999984 -0.097604999999999983 0.082585000000000006 0.15964000000000003 0.083705000000000016 -0.43375999999999998 0.087695000000000009 -0.068604999999999985 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 10 11 12 -5 -6 13 15 -7 27 -15 21 -17 18 -14 -3 -16 -4 -19 29 -13 -25 -18 -1 -29 -24
right_child=1 2 6 8 9 7 -8 -9 -10 -11 -12 24 17 14 20 16 26 22 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00065299545829695363 0.00061711526808406851 0.00030181695305966022 0.0002332152350541742 0.00056113142588937431 0.00055126780077000026 0.00044249211102450155 0.00038621756419683569 0.00040626347203935408 0.00034098025000344883 0.0003105435560108857 0.00073793491396928121 0.00015938568862208785 0.00061065045442566075 0.00040279605905251464 0.00052884264546139035 0.00036880068407085407 0.00031302121549725705 0.00049944130889283654 0.00076496299064042516 0.00041040926183452518 0.00061666033092267023 6.0068058304152015e-05 0.00058150841125047725 0.00071653650945746432 2.9670334329792098e-05 0.00059424990337658549 0.00018029581191769404 0.00062574654031361324 0.00051006728124106517 0.00050653888973214458
leaf_weight=657 71 192 22 34 76 32 37 41 63 23 62 74 72 20 49 32 27 51 20 34 409 23 490 32 25 48 37 296 21 51
leaf_count=657 71 192 22 34 76 32 37 41 63 23 62 74 72 20 49 32 27 51 20 34 409 23 490 32 25 48 37 296 21 51
internal_value=0 0.000334353 0.000301004 0.000602625 0.000372128 0.000610236 0.000217555 0.000570824 0.000418147 0.000495342 0.000632025 0.000191553 0.0005793 0.000627503 0.00059871 0.000237138 0.00028046 0.000585031 0.000644197 0.000318154 0.000607265 0.000144718 0.00057693 0.000583294 0.000126629 0.000643165 0.000236289 0.000641633 0.000618083 0.000574441
internal_weight=0 673 602 2448 325 2351 277 837 97 99 1514 240 796 1452 478 141 96 764 92 226 458 45 672 621 99 80 64 974 317 541
internal_count=3121 673 602 2448 325 2351 277 837 97 99 1514 240 796 1452 478 141 96 764 92 226 458 45 672 621 99 80 64 974 317 541
is_linear=0
shrinkage=0.00196078


Tree=7181
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 2 4 1 2 52 52 2 160 13 457 15 15 10 12 49 475 160 52
split_gain=13.0529 2.3841 1.40304 1.03343 0.809991 0.655206 0.516078 0.50543 0.423624 0.352931 0.327468 0.325721 0.316683 0.244638 0.131643 0.200341 0.126165 0.1221 0.116654 0.156683 0.101088 0.115158 0.0972726 0.0966801 0.118994 0.0945869 0.0942737 0.0926107 0.0919888 0.0779831
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.27834500000000006 0.09253500000000002 0.092235000000000025 0.14753000000000002 0.11474000000000002 0.27834500000000006 0.085345000000000018 0.086100000000000024 -0.024714999999999997 -0.56176499999999996 0.11510000000000002 -1.0000000180025095e-35 -0.07743499999999999 0.048635000000000005 0.090455000000000021 -0.41942499999999994 -0.39453499999999991 0.096475000000000019 -1.0000000180025095e-35 -0.088274999999999978 -1.0000000180025095e-35 0.25317500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 11 10 -5 14 13 25 -4 27 -16 -3 -12 19 -18 -19 -22 -8 -13 -25 -6 -20 -1 -15 -29
right_child=1 2 7 9 12 -7 22 -9 -10 -11 17 23 -14 28 15 -17 18 20 26 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00057688077786672838 0.0006628775116636718 0.00026602020065786115 0.00034467183955141581 0.00060027106380414522 0.00067333011608831689 0.00042209789636199631 0.00086361933771550382 0.00040462305876053767 0.00037709815111098421 0.00035096541039911504 0.00072447478328991895 0.00014831980460810741 0.00032470288117312726 0.00026145535587327471 0.00065132644222371742 0.00050093649921590332 0.00056032085608617927 0.00064677932133583348 0.00018633744880264881 0.00035025188661143487 0.00060019182531973348 0.00046064746535681434 0.00072921445217155308 0.00012446985086117982 -6.1698010997098012e-05 0.00053244310862216255 0.00034989902887051625 0.00068629365146205144 0.00013337049916530954 0.00060448034025004473
leaf_weight=33 76 108 40 34 28 48 47 37 22 61 37 32 24 29 428 37 20 189 20 43 432 24 37 22 33 53 42 954 84 47
leaf_count=33 76 108 40 34 28 48 47 37 22 61 37 32 24 29 428 37 20 189 20 43 432 24 37 22 33 53 42 954 84 47
internal_value=0 0.000335247 0.00029476 0.000640661 0.000379543 0.000648817 0.000653575 0.000191306 0.000647824 0.000440191 0.000650555 0.00015842 0.000522529 0.00021289 0.000666761 0.00063936 0.000315107 0.000614934 0.000357518 0.00041694 0.000608651 0.000592847 0.000804417 6.26269e-05 1.27691e-05 0.000581145 0.000297137 0.000679083 0.000166242 0.000682452
internal_weight=0 691 615 2430 338 2335 2287 277 2203 95 2181 240 105 153 1499 465 233 682 125 63 645 456 84 87 55 81 62 1034 113 1001
internal_count=3121 691 615 2430 338 2335 2287 277 2203 95 2181 240 105 153 1499 465 233 682 125 63 645 456 84 87 55 81 62 1034 113 1001
is_linear=0
shrinkage=0.00196078


Tree=7182
num_leaves=31
num_cat=0
split_feature=1 155 2 2 3 46 13 3 1 123 39 40 4 48 3 15 3 48 16 3 447 43 132 1212 1212 4 1213 402 48 43
split_gain=0.159011 0.0481343 0.0363352 0.0487767 0.0365501 0.0311721 0.0278471 0.0249454 0.021722 0.0220499 0.0212303 0.0202328 0.0192987 0.0190862 0.0312453 0.0299507 0.0220814 0.0218826 0.0223673 0.0273185 0.0216486 0.0213664 0.0301029 0.0264126 0.0678914 0.0300369 0.0251286 0.03479 0.026134 0.0478994
threshold=0.10124500000000002 0.11245500000000001 0.10252500000000002 -1.0000000180025095e-35 -0.13309499999999996 0.081930000000000017 -0.0075049999999999987 0.42240500000000009 0.10439500000000002 0.12294500000000001 0.10076500000000001 -1.0000000180025095e-35 -0.010655 0.10168500000000001 -0.06977499999999999 -0.12255999999999999 0.10732000000000001 0.08955500000000001 -0.50690499999999983 -0.071329999999999991 0.089095000000000021 0.0068900000000000012 0.0041800000000000006 -0.014129999999999998 -0.082209999999999991 -0.081609999999999988 0.12389500000000002 0.11174500000000002 0.089575000000000016 -0.51144999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 7 11 8 -4 -10 13 -6 -5 15 -15 17 20 18 -1 -20 21 23 -23 24 25 -17 27 28 29 -25
right_child=1 -3 5 12 6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.006979158489654462 0.0044952885428411436 0.0046425079884074598 -0.0018599895760416985 0.0055977186973285957 0.0024876356110061434 0.004377253695615921 -0.0026773051161812461 -0.0021444066217857958 0.001584546290530362 -0.0018383460131008178 0.0012326865064952635 -0.00058798940263971294 0.0031596685333975722 0.0033817868411359893 -0.00055383785197941156 0.0020039028356759214 0.0013445169346309022 0.0075962535529856033 0.0055284694652073087 0.00075301181983060969 0.00096433779070610878 0.0028201064670634554 0.0064264893587678675 0.0081993879929471488 0.010110260592773557 0.0053817754510767117 0.0061412953549575917 0.00078127983663427213 0.0020887864308315332 0.0038662819631367171
leaf_weight=24 29 66 22 47 55 29 22 24 319 20 34 35 105 90 26 39 38 33 25 23 27 312 25 26 24 81 46 38 80 1357
leaf_count=24 29 66 22 47 55 29 22 24 319 20 34 35 105 90 26 39 38 33 25 23 27 312 25 26 24 81 46 38 80 1357
internal_value=0 0.0020598 0.0018187 0.00267086 0.00133123 0.0012156 0.000511961 0.000977449 0.001185 0.00138261 0.00371337 0.00129156 0.00391354 0.00374982 0.00249966 0.00381579 0.00373311 0.00546388 0.00448654 0.00324023 0.00377728 0.00381473 0.00308764 0.00395963 0.00525502 0.00428397 0.00383906 0.0037685 0.00384609 0.00394774
internal_weight=0 773 707 293 141 414 112 385 361 339 2348 90 152 2314 116 2198 2093 105 72 48 2055 2028 337 1691 144 120 1547 1501 1463 1383
internal_count=3121 773 707 293 141 414 112 385 361 339 2348 90 152 2314 116 2198 2093 105 72 48 2055 2028 337 1691 144 120 1547 1501 1463 1383
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=31
num_cat=0
split_feature=4 2 3 2 106 44 457 14 151 151 150 49 1 3 391 0 0 4 51 15 13 11 4 12 402 1210 132 159 43 159
split_gain=0.130146 0.0534802 0.0380879 0.0295366 0.0280917 0.0259032 0.022347 0.0234638 0.0245051 0.0357195 0.0264609 0.0230797 0.0345374 0.026593 0.0258575 0.0236644 0.0520442 0.0338477 0.0223326 0.0477156 0.0442987 0.0247428 0.0304889 0.0220823 0.021699 0.0241539 0.0249259 0.0234422 0.0355763 0.0304438
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.085655000000000009 0.081805000000000017 0.29113500000000009 0.076175000000000007 0.26900000000000007 0.084350000000000008 0.080470000000000014 -0.080089999999999981 0.081315000000000012 -0.083344999999999989 -0.077824999999999991 -0.15599999999999997 -0.13027499999999997 0.022185000000000003 0.11144500000000002 -0.045854999999999993 -0.0079349999999999993 0.096970000000000015 -0.52556499999999995 0.087830000000000005 0.2506000000000001 -0.15347999999999998 0.15255000000000002 0.088800000000000004 -0.077824999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 8 9 11 -11 12 -1 -14 -13 -16 17 -17 21 -20 -21 22 -18 -24 25 -25 27 29 -29 -27
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 14 13 -15 15 16 18 -19 19 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0041227803191129803 0.001462062486271287 -0.00078861156097528601 0.0008314372788253611 -0.0021633544859165949 0.00032669711715331481 0.0059819079897794371 0.00064836335368454465 0.004926373841814124 4.237086269194665e-05 0.003524822596460581 0.0080008301834043651 0.0057730674023501747 -0.0021307449724355886 0.0018354381199396687 0.0059145753963521742 -0.0021342729489270853 0.0073422889318317175 0.0028867528755217794 0.0032712543659441755 0.0025239593745209278 -0.0041317677870392798 -7.7332824585027996e-05 0.0038156115683065789 0.0066333628818392755 -5.5095921492292777e-05 0.0032571154842091056 -0.00037130305776372557 -0.00035070267480073703 0.0033187185672431951 0.006727099568636802
leaf_weight=52 353 33 63 24 31 37 31 91 23 25 28 43 22 73 34 29 20 25 102 20 20 20 808 20 21 918 20 45 64 26
leaf_count=52 353 33 63 24 31 37 31 91 23 25 28 43 22 73 34 29 20 25 102 20 20 20 808 20 21 918 20 45 64 26
internal_value=0 0.00321279 0.0032615 0.00123127 0.00331931 0.00335476 0.00331709 0.00334954 0.00329117 0.00332185 0.00588951 0.00326472 0.00205099 0.000916954 0.00334455 0.00329691 0.00325567 0.000190276 0.00333435 0.00212332 -0.000803904 0.00342199 0.00345803 0.00341761 0.00312894 0.00319011 0.00312593 0.00319236 0.00180382 0.00335269
internal_weight=0 2744 2711 377 2648 2617 2580 2549 2458 2435 53 2382 147 95 2235 2192 2158 54 2104 142 40 1962 1942 1922 1114 1093 1073 1053 109 944
internal_count=3121 2744 2711 377 2648 2617 2580 2549 2458 2435 53 2382 147 95 2235 2192 2158 54 2104 142 40 1962 1942 1922 1114 1093 1073 1053 109 944
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=31
num_cat=0
split_feature=1 2 4 30 33 48 51 49 52 129 43 13 34 131 2 31 131 151 34 1375 12 483 0 159 50 16 52 49 1429 52
split_gain=0.105817 0.0337673 0.0257389 0.0245666 0.0352013 0.0228294 0.0231581 0.0304777 0.0258208 0.028966 0.0223259 0.020101 0.0197969 0.0322188 0.0608141 0.0295645 0.0220569 0.0195785 0.0288995 0.0283133 0.0269892 0.0189089 0.0268842 0.0216424 0.0238079 0.0222398 0.0480547 0.0710871 0.0282722 0.0501598
threshold=0.12000500000000001 0.10252500000000002 -0.50427999999999995 0.086065000000000016 0.083840000000000012 0.13438000000000003 -0.41109999999999997 0.10969000000000002 0.039215000000000007 0.089245000000000005 0.093175000000000022 0.10935500000000002 -0.038779999999999995 0.090030000000000013 0.31358000000000003 -0.081689999999999985 0.10548500000000001 -0.092724999999999988 -0.05547499999999999 -0.14438999999999999 0.082850000000000021 -0.095084999999999989 -0.082724999999999979 0.11728000000000001 -0.068989999999999982 0.19444000000000003 -0.53964499999999982 0.082865000000000008 0.084770000000000012 -0.075329999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 17 6 7 -4 9 11 -10 -8 15 14 -14 -2 -15 20 -19 -20 -1 22 -21 24 -23 28 -27 -28 -26 -30
right_child=12 2 5 -5 -6 -7 8 -9 10 -11 -12 -13 13 16 -16 -17 -18 18 19 21 -22 23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0073817525453784552 0.0014364197303581498 0.0050424980491610072 0.0071069179705643502 0.00017467094996767441 0.0069130997474227728 -0.001234301282092929 0.0019364124772883039 0.0025092288087446082 0.0035378895657723428 -0.0020217559893022886 0.00033778737728985456 -0.0011930789057673381 0.0012769008795222479 0.0050399215193465356 -0.0043635100924542978 -0.0038206134445499629 0.0010302693987994092 -0.00070343093192648325 -0.00071730481926351791 0.006546942947583425 0.0035716579674944745 0.0064786179602378986 0.0028896140717816626 0.0005714148345254621 0.0032056663219208678 0.0041868767062921758 0.0019403553692215723 -0.0046618361469535604 -0.0026674127869267504 0.0029090967206111939
leaf_weight=23 23 31 21 29 24 20 306 46 135 22 26 22 213 34 21 20 23 21 20 37 97 20 44 36 1581 55 73 21 23 54
leaf_count=23 23 31 21 29 24 20 306 46 135 22 26 22 213 34 21 20 23 21 20 37 97 20 44 36 1581 55 73 21 23 54
internal_value=0 0.00287767 0.00223293 0.00306559 0.00310497 0.00208729 0.00220222 0.0039503 0.00197302 0.0014909 0.0030211 0.00172651 0.000994087 0.00129003 0.00077071 -0.00100871 0.00342199 0.00306155 0.00298656 0.00302602 0.00430193 0.00306453 0.00456025 0.0029995 0.00304734 0.00300937 0.0018391 0.000465398 0.00311454 0.00124339
internal_weight=0 2787 629 2158 2129 598 578 67 511 350 161 328 334 291 234 43 57 2105 1985 1964 120 1944 81 1863 1827 1807 149 94 1658 77
internal_count=3121 2787 629 2158 2129 598 578 67 511 350 161 328 334 291 234 43 57 2105 1985 1964 120 1944 81 1863 1827 1807 149 94 1658 77
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 2 1 0 49 4 1 1 150 49 12 4 47 15 1 1 3 1 3 0 43 11 133
split_gain=15.3977 2.61962 1.32043 1.22589 0.77131 0.764542 0.551407 0.463003 0.37951 0.365335 0.282096 0.346652 0.242416 0.239651 0.2135 0.205962 0.198019 0.17237 0.165274 0.147526 0.159368 0.121682 0.114759 0.112329 0.11051 0.0985923 0.0958285 0.122711 0.0955126 0.0855711
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.12337000000000002 0.062655000000000016 0.13082500000000002 0.14122000000000004 0.09253500000000002 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.083345000000000016 0.15964000000000003 1.0000000180025095e-35 -0.054984999999999992 0.087695000000000009 -0.52556499999999995 0.10648500000000001 0.024640000000000006 0.13075500000000004 0.089770000000000016 1.0000000180025095e-35 0.097525000000000014 0.076840000000000006 -0.064339999999999994 -0.065269999999999981 0.084680000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 6 19 10 14 15 -4 11 13 17 -1 -7 24 -2 18 -12 20 23 29 -20 -3 -6 -15 -19 -28 -18 -5
right_child=1 5 9 21 8 7 -8 -9 -10 -11 12 -13 -14 25 -16 -17 28 26 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0007703936013163824 0.00055530158078769595 0.00033427454841923501 0.00071585184213465811 0.00037389762555174331 0.00072645868925464449 0.00026804960952616865 0.00096290466521507627 0.00048627980342995716 0.00053175149056998124 0.00046364803305878389 0.0010021279227722482 0.00088090140510488444 0.00071110828016880407 0.00047008296292202145 8.6329406425810249e-05 0.00056453351277692995 0.00071933867394292786 0.00079472575097688835 0.0008304546846805346 0.0005732940661222661 0.00057653454622111008 0.00030602024855956535 0.0006977660539328243 0.00044127634423794625 0.00081602765575927846 0.00063445384201932112 0.00058719554806456855 0.00078983474076443514 0.00084190008755786192 0.00052755940647870761
leaf_weight=45 23 63 34 22 307 174 79 35 41 63 21 36 104 20 29 27 87 794 693 28 22 24 26 94 64 47 20 27 34 38
leaf_count=45 23 63 34 22 307 174 79 35 41 63 21 36 104 20 29 27 87 794 693 28 22 24 26 94 64 47 20 27 34 38
internal_value=0 0.000441361 0.000776242 0.000612265 0.000785492 0.000353796 0.00080251 0.000278 0.000711373 0.000552049 0.000795597 0.000713521 0.000802806 0.000659721 0.00024209 0.000729877 0.000722076 0.000808838 0.000830664 0.000440943 0.00042024 0.000424018 0.000825656 0.000398339 0.00074191 0.000585388 0.000789633 0.000703605 0.000753777 0.000471217
internal_weight=0 673 2448 228 2351 445 1912 238 439 97 1833 148 1685 112 203 398 144 1581 740 207 179 84 719 157 371 67 841 47 121 60
internal_count=3121 673 2448 228 2351 445 1912 238 439 97 1833 148 1685 112 203 398 144 1581 740 207 179 84 719 157 371 67 841 47 121 60
is_linear=0
shrinkage=0.00196078


Tree=7186
num_leaves=31
num_cat=0
split_feature=4 3 9 123 52 159 40 13 457 4 0 1447 159 15 1212 16 4 160 11 158 15 479 481 1429 3 159 3 12 12 133
split_gain=0.127386 0.0467649 0.0399163 0.0414947 0.0282014 0.0326977 0.026594 0.0299106 0.0265993 0.0237084 0.0306409 0.0277862 0.0329947 0.0276361 0.0320123 0.052388 0.0475667 0.024651 0.0276108 0.0234222 0.021295 0.0208822 0.0257619 0.0242793 0.0414078 0.0392235 0.0197881 0.0254335 0.0209251 0.01945
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.039215000000000007 0.10620500000000001 0.051255000000000002 0.40528500000000006 0.31508000000000008 -0.082249999999999976 -0.010949999999999998 -0.085804999999999979 -0.085179999999999992 0.091295000000000015 0.089995000000000019 -0.08231999999999999 -0.083249999999999977 -0.54913999999999985 1.0000000180025095e-35 0.090905000000000014 -0.082809999999999981 0.10061500000000002 -0.0079799999999999992 0.083810000000000009 -0.083154999999999993 -0.0118 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 0.084990000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 26 -6 7 8 9 11 17 -4 -13 14 16 -16 19 -11 21 -14 -3 22 23 24 25 -19 27 -2 -29 -26
right_child=4 20 6 -5 5 -7 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0027508996024897155 0.0041928081130564628 0.0026726097246864812 0.0010535019132393328 0.0032038530884310606 0.0037447827760958338 -4.4275742402533071e-05 0.00044537609322897851 0.0066424684066857618 -0.00010593468323349953 0.005734291783748912 -0.00021008375736598215 0.0073250024738031093 0.0039228997979664391 0.0018882272410250846 0.0047981493596179307 -0.00079500445016575123 0.008040187404152346 0.004385730415233411 0.00585918838868996 0.0067676753645026762 -0.00076956922563201774 0.00087591404793784021 0.0030511115764553049 0.001183087766085836 0.0030202732225978416 0.010648595672100783 -0.0020417667925357818 -0.0020263162646442651 0.0010357213990923461 0.0058072729548439388
leaf_weight=22 23 32 33 25 79 32 31 28 22 39 26 29 436 63 34 33 33 20 38 31 41 40 1510 22 88 20 23 25 208 35
leaf_count=22 23 32 33 25 79 32 31 28 22 39 26 29 436 63 34 33 33 20 38 31 41 40 1510 22 88 20 23 25 208 35
internal_value=0 0.00323631 0.00330489 0.000416522 0.00130427 0.00265244 0.00335688 0.00339186 0.0033562 0.00338631 0.00319847 0.0038852 0.004027 0.00387519 0.00409596 0.00204331 0.00437102 0.00324738 0.00319268 0.00411174 0.000739331 0.00313428 0.00318757 0.00430137 0.00472224 0.00751716 0.000767907 0.00102034 0.000707177 0.00381332
internal_weight=0 2731 2658 47 390 111 2611 2580 2552 2530 1838 692 659 630 567 67 500 1812 1773 467 73 1735 1695 185 163 40 279 256 233 123
internal_count=3121 2731 2658 47 390 111 2611 2580 2552 2530 1838 692 659 630 567 67 500 1812 1773 467 73 1735 1695 185 163 40 279 256 233 123
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=31
num_cat=0
split_feature=1 2 14 124 13 0 52 132 43 4 3 49 43 48 11 41 3 1 455 149 11 52 156 0 16 14 2 16 10 15
split_gain=0.103778 0.0299761 0.0234676 0.0229805 0.0245576 0.0225853 0.0271748 0.024747 0.0236165 0.0287838 0.0303937 0.0237193 0.0230705 0.0562344 0.0215837 0.0347536 0.0212376 0.0230948 0.0211639 0.0223706 0.0308856 0.0463584 0.0184308 0.0423103 0.0413529 0.0311704 0.0340204 0.0334906 0.0270041 0.0209522
threshold=0.11910500000000002 0.10252500000000002 0.076175000000000007 -0.083859999999999976 -0.0093149999999999986 -0.085939999999999989 0.039215000000000007 0.10240500000000001 -0.064334999999999989 -0.062539999999999984 -0.095524999999999985 0.10877000000000002 -0.04890499999999999 0.084670000000000009 0.077290000000000011 0.079395000000000007 0.10893000000000001 0.11249000000000002 0.092320000000000013 0.079625000000000015 0.079300000000000009 -1.0000000180025095e-35 0.10339000000000002 -0.0058249999999999994 -0.11118499999999999 -0.072219999999999993 0.116525 -0.073849999999999985 0.10223 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 12 8 11 -10 -11 -7 13 -3 -4 -16 -14 -18 19 20 -5 -22 23 25 -25 27 28 -2 -27 -28
right_child=22 5 14 18 -6 7 -8 -9 9 10 -12 -13 16 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.0026152804519013299 0.0064187411259373902 -0.0047274706844208682 0.003034213812249463 0.0030613908426732964 -0.0011144150605778796 0.0048576242114588821 0.0034504913431764755 -0.00036655109336910152 0.0033698972697070923 -0.0020742802237889366 0.002018246901503136 0.001901495000837665 0.003439075428336351 0.0016254535016119725 0.0088056232343660668 0.0032351649078052672 -0.00097702570238676015 0.0027135060805206501 0.0063105972460471092 0.0058475632353552753 0.0034830324964233391 -0.0030155265127264318 0.003431086998122434 0.00072107159843047466 -0.0046708041378296919 0.0032390203234145716 0.00036247870751970413 0.001346794596562783 -0.00085643323781412276 -0.0030119957989486663
leaf_weight=51 23 22 41 1899 27 95 54 24 127 23 86 38 44 38 24 21 39 30 20 28 23 21 30 33 25 69 92 30 21 23
leaf_count=51 23 22 41 1899 27 95 54 24 127 23 86 38 44 38 24 21 39 30 20 28 23 21 30 33 25 69 92 30 21 23
internal_value=0 0.00289901 0.0030753 0.00300802 0.00132423 0.00228626 0.00149211 0.00274497 0.00294734 0.00234677 0.00115469 0.00401302 0.000880829 -0.000703952 0.00469391 0.00620608 0.00172231 0.000627553 0.00307399 0.00304114 0.0030007 0.000381448 0.00106235 0.000837467 -0.00160301 0.0013861 0.000827217 0.00354783 0.00228341 -0.000312416
internal_weight=0 2775 2155 2069 78 620 227 393 369 236 109 133 173 60 86 45 113 69 1991 1971 1943 44 346 316 58 258 205 53 90 115
internal_count=3121 2775 2155 2069 78 620 227 393 369 236 109 133 173 60 86 45 113 69 1991 1971 1943 44 346 316 58 258 205 53 90 115
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 14 2 4 2 4 0 15 0 1 4 3 160 50 4 12 52 16 2 151 4 160 12 15
split_gain=8.01108 1.34751 0.814597 0.67447 0.46292 0.339235 0.291754 0.244848 0.237333 0.221765 0.220584 0.20906 0.194499 0.193569 0.147466 0.132839 0.113705 0.123012 0.118907 0.110457 0.102255 0.0971127 0.0906349 0.0881416 0.0824796 0.0797659 0.0785377 0.0691503 0.0640778 0.0583343
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.033845000000000007 0.11474000000000002 0.42051500000000003 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.083345000000000016 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 0.086295000000000011 0.24564500000000003 0.09320500000000001 -0.07167999999999998 -0.44310499999999992 0.099185000000000009 -0.088784999999999989 -0.55119499999999988 -0.067824999999999983 -0.094384999999999983 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 -5 9 11 12 -6 -4 13 -1 -14 23 21 18 -18 -10 -17 24 -15 -11 26 -3 -16 -13 -27 -9
right_child=1 2 8 6 10 -7 -8 29 19 15 -12 27 14 22 16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00065467379110700948 0.00057188926201690493 0.00038997252088259247 0.0003391246020192862 0.0005484353645404987 0.00051679911267321675 0.0004082953767376203 0.00032176459348832092 0.00072460071676017145 0.00011620226246152633 0.00060160635195357043 0.00030922200235778389 0.00029447966233666143 0.00059569190087035962 0.00051474153285215149 0.000792642475343218 0.00049918723183081431 0.00034050402030640959 0.00055752729459766879 0.00052220979157616111 0.00027119220231755996 0.00033785545617303887 0.00052710345100148834 0.0003665120839154353 0.00051727522103396238 0.00056951804036347599 0.00039074272330205662 0.00063779246332736159 0.00016778072617285199 0.00028039032104664266 0.00062051724541831654
leaf_weight=20 76 40 76 34 81 48 61 47 90 69 26 22 1190 29 20 44 20 452 45 22 23 36 35 154 32 23 34 67 168 37
leaf_count=20 76 40 76 34 81 48 61 47 90 69 26 22 1190 29 20 44 20 452 45 22 23 36 35 154 32 23 34 67 168 37
internal_value=0 0.000325577 0.000295138 0.000564842 0.00035974 0.000571431 0.000402889 0.000574855 0.00021631 0.000570893 0.00046636 0.000263596 0.000578553 0.000486296 0.00058279 0.000520366 0.000558764 0.000546058 0.0004663 0.000146647 0.000443805 0.000612607 0.000433679 0.000543369 0.0006484 0.000310353 0.000695144 0.0001991 0.000293679 0.000678754
internal_weight=0 691 615 2430 338 2335 95 2287 277 2203 107 165 1913 84 1829 290 639 517 65 112 67 122 64 223 86 231 54 89 191 84
internal_count=3121 691 615 2430 338 2335 95 2287 277 2203 107 165 1913 84 1829 290 639 517 65 112 67 122 64 223 86 231 54 89 191 84
is_linear=0
shrinkage=0.00196078


Tree=7189
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 1 0 1 4 50 2 2 4 40 1 1 52 1 1 15 49 1420 51
split_gain=27.0038 4.1842 2.29682 1.84238 1.58868 1.30887 0.957063 0.785323 0.758806 0.731862 0.696738 0.423304 0.392154 0.404503 0.284051 0.267679 0.225891 0.217083 0.215871 0.184347 0.171673 0.154698 0.149777 0.14906 0.139352 0.126494 0.110862 0.0997701 0.0915406 0.098962
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 -0.15289999999999995 0.089770000000000016 -0.10224499999999999 0.122715 0.27287000000000006 0.041865000000000006 -1.0000000180025095e-35 0.089525000000000007 -0.013514999999999998 -0.077714999999999992 0.13288500000000003 0.12958500000000003 -0.56176499999999996 0.13075500000000004 0.15964000000000003 -0.090344999999999995 -0.053364999999999996 -0.083604999999999985 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 20 12 22 15 -4 -10 18 -14 19 23 25 -15 28 -2 -3 -13 -8 -7 -5 26 -6 -12 -1 -30
right_child=1 4 10 24 16 9 8 -9 11 -11 27 21 13 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003776965477442096 0.003608371680033111 0.0030268144170544843 0.003522765670818166 0.0031844845823213166 0.0028892316459830287 0.0036683031546524145 0.0034558647781644863 0.0038230169791309211 0.0033816257645102109 0.0032622801237047029 0.0032465400580303891 0.0031031757453237902 0.003377480839703486 0.0033975003131145676 0.0033259539446208507 0.0033304156956262092 0.0029948002342724692 0.0036006637217951753 0.0035978964472483136 0.0034486758072375255 0.0028608358747818892 0.002926474915893745 0.0032420222198261935 0.0035362454871091715 0.0030076996660700029 0.0026617547587665449 0.0027118625243504843 0.003089986917858111 0.0036492198187377178 0.0035217669859431149
leaf_weight=21 68 46 34 60 42 36 34 76 20 41 34 142 42 22 29 23 26 250 466 47 50 22 20 377 24 23 20 29 973 24
leaf_count=21 68 46 34 60 42 36 34 76 20 41 34 142 42 22 29 23 26 250 466 47 50 22 20 377 24 23 20 29 973 24
internal_value=0 0.00314876 0.00359224 0.00336475 0.00303809 0.00360444 0.00310563 0.00362778 0.00317229 0.00351274 0.00329656 0.00311231 0.00361953 0.00355658 0.00349937 0.00353629 0.00283487 0.00358423 0.00363285 0.0035431 0.00294037 0.00307947 0.00337666 0.00354776 0.00313397 0.00278595 0.00283202 0.00317448 0.00364885 0.00364615
internal_weight=0 673 2448 228 445 2351 334 1874 238 477 97 184 1798 314 144 436 111 272 1484 115 96 164 54 413 84 85 62 63 1018 997
internal_count=3121 673 2448 228 445 2351 334 1874 238 477 97 184 1798 314 144 436 111 272 1484 115 96 164 54 413 84 85 62 63 1018 997
is_linear=0
shrinkage=0.00196078


Tree=7190
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 3 3 14 1 2 16 12 49 2 159 1 49 0 0 49 1 4 1 47 1 2 2 0 42
split_gain=20.0867 3.13974 1.57436 1.36744 1.18579 0.887349 0.562167 0.664077 0.502824 0.478686 0.458523 0.367019 0.309363 0.303627 0.29615 0.224714 0.216501 0.270874 0.252675 0.204049 0.498927 0.182112 0.177532 0.166831 0.157314 0.151058 0.147435 0.174238 0.289921 0.137675
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.095545000000000005 0.30112000000000005 0.076840000000000006 0.062655000000000016 0.09253500000000002 0.14960000000000004 -0.52595999999999987 -0.42850999999999995 -0.054984999999999992 -0.090999999999999984 0.082585000000000006 0.075045000000000014 -0.039339999999999993 -0.030209999999999997 -0.10836499999999999 0.082865000000000008 0.083345000000000016 0.0082450000000000006 0.13075500000000004 0.090280000000000013 0.13075500000000004 0.11144000000000001 -1.0000000180025095e-35 -0.14649999999999996 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 15 8 7 23 14 -4 11 -7 -8 -2 -1 26 18 -18 -13 20 21 -16 29 -6 -15 -5 27 -3 -29 -21
right_child=1 4 9 25 6 10 12 -9 -10 -11 -12 16 -14 24 19 -17 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00069582909013604524 0.00061022733200821017 0.0005019536174061585 0.00083884382072617022 0.00055453201453049296 0.00041760178967652949 0.00059841079733062303 0.00037623737544474444 0.00059109847693587954 0.0010914438904500473 0.00055015416108037025 0.00058667564983753593 0.00085922827000964753 0.00014659704349963401 0.0009296797664283175 0.00088157389344287521 0.00041965546194075676 0.00073283432341979889 0.00097758452178575163 0.00071231158008395773 0.00095122417523511838 0.0010646205147107441 0.00069932360079758287 0.00084376137166562238 0.00027338013500340428 0.00078815835688368684 0.0003704714859695801 0.00051502217886970796 0.00059017342558738916 0.0008970431530592488 0.00091209673778881403
leaf_weight=22 23 21 34 60 51 21 34 53 70 63 26 383 67 58 35 38 21 101 51 886 30 53 85 78 63 24 54 29 20 567
leaf_count=22 23 21 34 60 51 21 34 53 70 63 26 383 67 58 35 38 21 101 51 886 30 53 85 78 63 24 54 29 20 567
internal_value=0 0.000513659 0.000896147 0.000700763 0.000417795 0.000906248 0.000341214 0.000406316 0.000928621 0.000651344 0.00084139 0.000852867 0.000223902 0.00081674 0.000921829 0.000551574 0.000862478 0.000935455 0.000841964 0.000924832 0.000846253 0.00077181 0.00093086 0.000330398 0.000855995 0.000501943 0.000592001 0.000651385 0.000715426 0.000935956
internal_weight=0 673 2448 228 445 2351 283 182 1748 97 603 577 101 144 1678 162 556 122 434 1656 118 88 1538 129 121 84 124 70 49 1453
internal_count=3121 673 2448 228 445 2351 283 182 1748 97 603 577 101 144 1678 162 556 122 434 1656 118 88 1538 129 121 84 124 70 49 1453
is_linear=0
shrinkage=0.00196078


Tree=7191
num_leaves=31
num_cat=0
split_feature=1 3 1 4 0 1 2 1 1210 2 14 42 160 51 160 480 148 15 474 484 0 15 52 13 2 2 1210 16 13 1213
split_gain=0.235333 0.039459 0.0389108 0.0397787 0.0337811 0.0310946 0.0290981 0.0579528 0.0381158 0.0286387 0.0327686 0.0313922 0.0269298 0.0530417 0.0384984 0.0285313 0.0261688 0.0257843 0.0331618 0.0699827 0.0354359 0.0345372 0.0329796 0.0399457 0.0312028 0.0415149 0.0305743 0.0329483 0.0380338 0.0266526
threshold=0.11146500000000002 -0.049509999999999992 0.091195000000000012 -0.17966999999999997 -0.066089999999999996 0.16540500000000002 0.089005000000000015 0.08864000000000001 -0.15347999999999998 0.08647500000000001 -1.0000000180025095e-35 0.11457500000000002 0.055845000000000006 -0.013119999999999998 0.0046300000000000013 -0.080264999999999989 -0.066239999999999979 0.093115000000000017 0.085295000000000024 0.085435000000000025 -0.10011499999999998 0.09116500000000001 0.10611000000000001 -0.085384999999999975 0.086950000000000013 0.087245000000000003 -0.089089999999999989 -0.095094999999999985 -0.086254999999999984 0.063455000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 9 16 8 -8 -1 11 -11 -5 14 -14 15 -10 -3 18 20 -20 -17 22 24 -24 26 -26 -22 28 -28 -27
right_child=1 5 3 4 -6 -7 7 -9 12 10 -12 -13 13 -15 -16 17 -18 -19 19 -21 21 -23 23 -25 25 29 27 -29 -30 -31
leaf_value=0.011510876987291419 0.0058620205927759454 0.0014814160557674065 0.0080622526512505784 0.0071943337026362623 0.0036025123205035928 0.00058237301930785183 0.006855308821004151 0.0019755838401615622 0.010813241982427628 0.0087585906431611096 0.0045143541764392633 0.0036437392247275317 0.013301395516927271 0.007725639500361133 0.0031027484101783065 0.0097031958086197002 0.0045376890746610969 0.0037836654909326516 0.0074745279021078241 0.0012392036599555502 0.0047525248911370003 0.010485647503060825 0.0078355047428472473 0.0020951384609496151 0.0024178886888548733 0.0062703731513347452 0.0021119919326156376 0.0081966078499397538 0.0082052827679685181 0.010125055924678843
leaf_weight=23 164 31 95 225 60 25 919 25 23 21 136 28 22 76 22 68 291 21 54 27 32 33 22 27 25 123 20 441 21 21
leaf_count=23 164 31 95 225 60 25 919 25 23 21 136 28 22 76 22 68 291 21 54 27 32 33 22 27 25 123 20 441 21 21
internal_value=0 0.0045838 0.0069305 0.00619592 0.00581869 0.00397969 0.00713345 0.00672608 0.00748274 0.00614301 0.00508205 0.00680138 0.00739679 0.00897734 0.00723874 0.00733372 0.00424345 0.00724813 0.00732773 0.00539609 0.00751556 0.0073211 0.00717844 0.00467245 0.00735822 0.00617946 0.00774579 0.00794451 0.00523295 0.00683251
internal_weight=0 511 2610 565 470 347 2045 944 1101 410 157 253 1078 98 980 958 322 935 914 81 833 765 732 49 683 169 514 482 41 144
internal_count=3121 511 2610 565 470 347 2045 944 1101 410 157 253 1078 98 980 958 322 935 914 81 833 765 732 49 683 169 514 482 41 144
is_linear=0
shrinkage=0.1


Tree=7192
num_leaves=31
num_cat=0
split_feature=1 3 4 0 1 4 157 132 0 15 43 51 1 15 43 2 16 2 0 15 1210 13 16 16 52 16 0 483 483 2
split_gain=0.19062 0.0340488 0.0327864 0.0341317 0.0315178 0.0322207 0.0297814 0.0293467 0.0288722 0.050389 0.036836 0.0272073 0.0259598 0.0436924 0.0258065 0.0257103 0.0246198 0.0240913 0.0234887 0.0234557 0.0218759 0.0200291 0.029816 0.0191591 0.0197999 0.0292587 0.019845 0.018978 0.0177313 0.022958
threshold=0.11146500000000002 0.31299000000000005 -0.010655 -0.033209999999999996 0.091195000000000012 -0.17966999999999997 -0.0031149999999999993 0.10613500000000002 -0.071924999999999989 0.092145000000000019 -0.073404999999999984 -0.40274499999999996 0.13604000000000002 -0.40580499999999992 -0.0064299999999999991 0.09358000000000001 -0.008904999999999998 0.15109000000000003 -0.046359999999999991 0.13592500000000005 -0.42132499999999995 -0.010739999999999998 -0.43320999999999993 -0.0092699999999999987 -0.061194999999999992 -0.36241499999999999 -0.26343999999999995 0.12605000000000002 0.11494000000000001 0.12844500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 17 -6 -2 12 15 10 -10 -4 -3 -14 21 -7 18 19 -16 20 -1 -13 -23 24 -17 26 -26 28 29 -22
right_child=1 7 11 -5 5 8 -8 -9 9 -11 -12 14 13 -15 16 23 -18 -19 -20 -21 27 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0097895031911320995 0.0048196604131424637 0.0035745432195910375 0.0067569135436582762 0.0034391952778345773 0.0072560273931900933 0.0062643708695132444 0.0095149755797215869 0.00551581451884256 0.0040442296356337556 0.0075501722759023938 -0.00082596196606755262 0.0037433864597108736 0.0031493737412940552 -0.0030145050917306671 0.0066274700330241632 0.0073941647627620002 0.0026236884899451586 0.0030505006955493068 0.0029886239353800192 0.0038108485031195663 0.0064257960701154171 0.0038135392564492159 -0.00085005313238321716 0.0026760344656232078 0.0037127120687121839 0.0015963976429775361 0.0077003711906190103 0.0092603637254796926 0.0037850279249250895 0.0094760817065835008
leaf_weight=20 22 39 34 28 95 235 35 26 41 24 25 97 23 23 68 31 37 21 24 33 1897 26 29 39 24 25 26 24 25 25
leaf_count=20 22 39 34 28 95 235 35 26 41 24 25 97 23 23 68 31 37 21 24 33 1897 26 29 39 24 25 26 24 25 25
internal_value=0 0.00412542 0.00455542 0.00629828 0.00623745 0.00557633 0.00770275 0.00257586 0.00523682 0.00362632 0.00219946 0.00408513 0.00167658 6.74343e-05 0.00376185 0.00561825 0.0048021 0.00642011 0.00567821 0.00645507 0.0064989 0.00287901 0.00135455 0.0045711 0.00526834 0.00438966 0.00578629 0.00646551 0.00643105 0.00646547
internal_weight=0 511 400 85 2610 565 57 111 470 90 66 315 85 46 281 380 129 2045 92 2024 1991 152 55 145 106 75 50 1971 1947 1922
internal_count=3121 511 400 85 2610 565 57 111 470 90 66 315 85 46 281 380 129 2045 92 2024 1991 152 55 145 106 75 50 1971 1947 1922
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 47 14 2 1 49 47 150 1 4 3 1 2 15 1 2 0 4 1 123 49 13 0 150 3
split_gain=22.7419 3.70729 1.8564 1.78299 1.10339 1.08283 0.686602 0.556184 0.442175 0.438286 0.348357 0.317073 0.300949 0.266433 0.249349 0.280179 0.341627 0.233097 0.199739 0.172119 0.163921 0.154198 0.142073 0.135302 0.125214 0.113253 0.111423 0.106098 0.317968 0.118521
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.12337000000000002 0.13082500000000002 0.062655000000000016 0.13501500000000002 0.09253500000000002 -0.054984999999999992 0.090100000000000013 1.0000000180025095e-35 0.15799000000000005 -0.55119499999999988 -0.12018999999999998 0.080270000000000022 0.092235000000000025 0.024640000000000006 0.087135000000000004 0.085730000000000015 0.14486500000000005 -0.068329999999999988 0.13075500000000004 0.11135500000000001 -0.053364999999999996 -0.004174999999999999 -0.23091999999999999 0.091355000000000006 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 7 11 13 14 12 -4 -2 18 21 24 -1 16 -16 19 27 -17 -21 22 -6 -5 26 -11 -7 -3 29 -29
right_child=1 5 9 23 8 6 -8 -9 -10 25 -12 -13 -14 -15 15 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010565661791325951 0.00052626207979032343 0.00047594323794153284 0.00073228845302436628 0.00043777521224875075 0.00085843137495013159 0.00019578608395323075 0.00047098114283061494 0.0010154036945356796 0.00056700031029583971 0.0005328286232935929 0.00078951127572415847 0.00057575723277745452 0.00057256768779996635 1.2387890386407884e-05 0.00083496984465957608 0.00087035187036573619 0.0005711549354315388 0.00079361532206070288 0.00055449038437879836 0.00083339386566385644 0.00067792424895599774 0.00062356310605189778 0.00076808786078874452 0.00026357819807861806 7.038222064517393e-05 0.00036603251826005501 0.0003225317255121653 0.00033098327842487362 0.00013963773321785093 0.00047348387788598788
leaf_weight=21 23 22 34 60 87 112 35 76 48 34 121 37 29 33 46 1026 32 266 21 379 28 23 290 24 23 29 35 66 27 34
leaf_count=21 23 22 34 60 87 112 35 76 48 34 121 37 29 33 46 1026 32 266 21 379 28 23 290 24 23 29 35 66 27 34
internal_value=0 0.00041172 0.000818703 0.000615032 0.000829671 0.000307551 0.000217347 0.000851102 0.000745475 0.000552876 0.000747465 0.000411264 0.000765444 0.000173617 0.000844157 0.000841647 0.000726738 0.000846922 0.000375462 0.000856817 0.000822698 0.000779427 0.000788936 0.000388005 0.000204914 0.000456049 0.000225964 0.00035023 0.000328453 0.000379433
internal_weight=0 673 2448 228 2351 445 238 1874 477 97 144 207 429 203 1798 1777 78 1699 170 1433 407 400 377 84 170 63 147 149 127 100
internal_count=3121 673 2448 228 2351 445 238 1874 477 97 144 207 429 203 1798 1777 78 1699 170 1433 407 400 377 84 170 63 147 149 127 100
is_linear=0
shrinkage=0.00196078


Tree=7194
num_leaves=31
num_cat=0
split_feature=1 3 2 13 40 4 0 159 4 2 401 15 4 151 1429 4 49 0 159 2 0 159 14 51 51 15 13 13 1427 1455
split_gain=0.218371 0.0365548 0.0358216 0.0345589 0.0279659 0.0274676 0.0531112 0.0353207 0.033643 0.0273383 0.0266346 0.0270224 0.0252486 0.0247021 0.031016 0.0262946 0.0261535 0.0239608 0.0227624 0.0351837 0.024757 0.0222008 0.0298867 0.0292563 0.0334985 0.0233318 0.02135 0.0266301 0.0206561 0.0200252
threshold=0.11146500000000002 -0.049509999999999992 0.10045500000000002 -0.39067499999999994 1.0000000180025095e-35 -0.39518999999999993 -0.066089999999999996 -0.032739999999999991 -0.50940999999999981 0.31358000000000003 1.0000000180025095e-35 0.10549000000000001 -0.036839999999999991 0.009020000000000002 0.087865000000000013 -0.0070899999999999991 -0.087004999999999985 -0.13027499999999997 0.11109000000000001 0.12437500000000001 -0.066089999999999996 0.11389500000000001 0.076975000000000002 0.11548000000000001 0.10501000000000001 -0.079249999999999987 -0.043669999999999994 0.030370000000000005 0.088585000000000011 -0.24112999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 -4 10 7 13 -1 -9 -3 17 -12 -2 14 16 -15 -7 -5 19 20 -14 22 23 24 28 -25 -8 -28 29 -18
right_child=1 9 3 4 -6 6 26 8 -10 -11 11 -13 18 15 -16 -17 21 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.011839510635472835 0.0078733153416421908 0.003620965164682949 0.0014520334114786239 0.0046460175610845908 0.002101021894209442 0.0091073945525567985 0.0061539194808574397 0.0051198624325199775 0.0095333608167786771 5.3052950407499851e-05 0.0011977505414203431 0.0061096914966280265 0.0074332225571076081 0.0061325388330839238 0.003224995221743094 0.0021683534327032114 0.0095427430013105986 0.0063770859850626584 0.0073448972180485727 0.0013282211211523699 0.0037407564502127178 0.0045802449946406119 0.0088173715365600994 0.0059338671998498405 0.00974344902841205 0.0019304341922785778 0.00045572399955104903 0.0049396203257716619 0.0094965819431387863 0.0064326628785514265
leaf_weight=20 29 324 20 100 21 40 26 39 31 23 24 21 30 44 28 27 21 399 25 34 46 57 58 37 33 24 27 26 23 1464
leaf_count=20 29 324 20 100 21 40 26 39 31 23 24 21 30 44 28 27 21 399 25 34 46 57 58 37 33 24 27 26 23 1464
internal_value=0 0.00396593 0.00622648 0.00553721 0.00568182 0.0064256 0.00634617 0.00813332 0.00707441 0.00338448 0.00582005 0.00348999 0.00519622 0.00645426 0.00652702 0.00462503 0.00657964 0.00603018 0.00462114 0.0040021 0.00519831 0.00652075 0.00658739 0.00650665 0.00659168 0.00435875 0.00380679 0.00265537 0.0065227 0.00647664
internal_weight=0 511 2610 585 565 2025 1935 90 70 347 544 45 164 1856 1785 71 1757 499 135 110 76 1717 1660 1602 1541 61 79 53 1508 1485
internal_count=3121 511 2610 585 565 2025 1935 90 70 347 544 45 164 1856 1785 71 1757 499 135 110 76 1717 1660 1602 1541 61 79 53 1508 1485
is_linear=0
shrinkage=0.1


Tree=7195
num_leaves=31
num_cat=0
split_feature=4 2 3 149 123 10 44 131 0 1 51 124 457 4 4 16 0 39 9 13 2 13 13 1416 1213 13 0 403 15 1210
split_gain=0.176995 0.0585202 0.044987 0.0382803 0.0335078 0.0319649 0.0296398 0.021637 0.0278564 0.0347362 0.0216044 0.0311303 0.0212506 0.0220964 0.0318508 0.0479882 0.0356263 0.0242927 0.0233033 0.0231118 0.0207048 0.0201425 0.0190886 0.0269944 0.0261247 0.027144 0.0354718 0.0234686 0.0373055 0.0533964
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 1.0000000180025095e-35 -0.079859999999999987 0.081805000000000017 0.085335000000000008 0.034820000000000011 0.11955000000000002 -0.065634999999999985 -1.0000000180025095e-35 0.29113500000000009 0.042705000000000007 0.056795000000000005 -0.050529999999999999 -0.074824999999999989 0.094095000000000026 0.081890000000000004 0.27266500000000005 -0.020134999999999997 -0.076384999999999995 -0.083764999999999992 1.0000000180025095e-35 -0.097649999999999987 -0.0072999999999999992 -0.076899999999999982 0.24690500000000001 0.085935000000000025 -0.05860499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 12 8 9 -7 -11 -12 13 17 15 -15 -17 18 19 22 -6 -13 27 24 25 26 -24 28 -1 -30
right_child=3 -3 -4 -5 20 7 -8 -9 -10 10 11 21 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0060054809915025646 0.00016695461594141449 0.0013532891798990242 0.002990359140631671 0.0067059781335826437 0.0020592752977141313 0.0045429599895707778 0.0085098845075423785 0.0013750560863254162 0.0070172846698286859 -0.00080603183715456097 0.0051586470346592257 -0.00084274530038237576 0.0028518695115613249 0.006423657516447398 0.0054583833405313729 -0.0020974748709704726 0.0037340738568507901 0.0026844787692728764 0.0088593113988351367 0.0090705409053374424 0.0048487126747532201 0.0031714801570196871 0.011695983575950579 0.0086947870457411893 0.0054593753945495326 0.0051712525488255782 0.0059376447601243859 0.0042054363717954624 0.01232370928577755 0.0070255929067868485
leaf_weight=395 39 33 65 28 35 107 38 52 22 22 32 25 26 26 282 20 22 24 26 22 111 25 23 28 1359 32 20 49 23 110
leaf_count=395 39 33 65 28 35 107 38 52 22 22 32 25 26 26 282 20 22 24 26 22 111 25 23 28 1359 32 20 49 23 110
internal_value=0 0.00553923 0.00558971 0.00315858 0.00565297 0.00285202 0.00573814 0.00321945 0.00363107 0.00327801 0.00197656 0.00272311 0.00569579 0.00572583 0.00498994 0.00304728 0.000957146 0.00584784 0.00588422 0.00584669 0.00418001 0.00116437 0.00581191 0.00561969 0.00555965 0.00737654 0.00901769 0.00629895 0.00649323 0.00794181
internal_weight=0 2769 2736 352 2671 324 2525 285 233 211 104 82 2487 2461 350 68 42 2111 2087 2061 146 50 2039 1462 1434 75 43 577 528 133
internal_count=3121 2769 2736 352 2671 324 2525 285 233 211 104 82 2487 2461 350 68 42 2111 2087 2061 146 50 2039 1462 1434 75 43 577 528 133
is_linear=0
shrinkage=0.1


Tree=7196
num_leaves=31
num_cat=0
split_feature=1 4 3 2 34 16 14 16 4 0 12 12 2 16 160 0 43 15 131 11 12 16 3 475 482 1455 1429 157 16 0
split_gain=0.144221 0.0444526 0.0313879 0.0286055 0.0376681 0.0353827 0.0290185 0.111963 0.0786843 0.0270815 0.0233518 0.0282063 0.0190523 0.0189407 0.0198994 0.0176383 0.0172934 0.019199 0.0178847 0.0167609 0.0445382 0.0211477 0.0400438 0.0232124 0.027395 0.0406437 0.0287513 0.028756 0.0206991 0.0204005
threshold=0.10124500000000002 -0.03898999999999999 0.149315 0.10222000000000002 -0.010024999999999997 -0.5009849999999999 -0.23083499999999998 -0.11118499999999999 0.51303500000000013 0.22582000000000002 -1.0000000180025095e-35 0.092465000000000006 0.13622000000000004 -1.0000000180025095e-35 0.087570000000000023 -0.05208999999999999 -0.082389999999999977 -0.047714999999999987 0.096070000000000016 1.0000000180025095e-35 0.09320500000000001 0.013515000000000001 -0.11171999999999999 -0.086169999999999983 0.11816500000000001 -0.079434999999999992 0.083810000000000009 -0.079969999999999986 0.062650000000000025 -0.082619999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 10 4 5 -3 7 -5 12 19 -2 -12 -9 14 15 -8 -6 18 -18 21 28 -1 -23 -24 25 -25 27 -27 -21 -29
right_child=1 3 -4 6 16 -7 13 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 24 -26 26 -28 29 -30 -31
leaf_value=0.0052564234750214836 0.0028368571568280461 0.0053686186360375199 0.0015353126932909206 0.010005161214697486 0.006505901539470828 0.00054119391062734082 0.0024535835902939826 0.0067785602565328153 -0.0025346193882190469 0.0014696252951398492 0.0082301290705800063 0.0049760418607911567 0.0024659476825036109 -0.00032767898584756166 0.0049356967762664511 1.2393785540812782e-06 0.0041306892814666988 0.0018713425179677353 0.0072180128151861332 0.0065281318045163064 0.0034001536975690238 0.00032321622764522383 0.0068195638392669778 -4.2112081843827457e-05 0.0078611912518020046 0.0076549627247356608 0.0013041720116654268 0.0025695628345905183 0.0099061573264547266 0.0048413096106872094
leaf_weight=1765 25 22 22 24 43 49 181 21 24 20 43 70 20 29 27 35 86 28 24 60 37 22 46 21 22 31 26 48 26 224
leaf_count=1765 25 22 22 24 43 49 181 21 24 20 43 70 20 29 27 35 86 28 24 60 37 22 46 21 22 31 26 48 26 224
internal_value=0 0.0035589 0.00504323 0.00317148 0.00398909 0.00203702 0.00260073 0.00416811 0.00201289 0.00513369 0.00560246 0.00621432 0.00467485 0.00208788 0.00237616 0.00205621 0.00475482 0.0042092 0.00480429 0.00516517 0.00630125 0.0051018 0.00448154 0.0047004 0.00443835 0.0042232 0.00449545 0.00476929 0.0075494 0.00444041
internal_weight=0 773 160 613 252 71 361 89 65 2348 138 113 41 272 243 216 181 138 110 2328 123 2205 440 418 372 350 329 303 86 272
internal_count=3121 773 160 613 252 71 361 89 65 2348 138 113 41 272 243 216 181 138 110 2328 123 2205 440 418 372 350 329 303 86 272
is_linear=0
shrinkage=0.1


Tree=7197
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 2 2 2 1 0 47 1 4 12 4 1 50 1429 150 1 0 13 1 1 475 15 151
split_gain=13.2999 1.62155 1.38099 0.890026 0.886638 0.628883 0.589787 0.373887 0.335866 0.329031 0.423076 0.328623 0.166374 0.242384 0.177139 0.162922 0.123167 0.164469 0.155547 0.12308 0.122618 0.12213 0.120427 0.116796 0.115354 0.086108 0.0851575 0.0790783 0.0702149 0.0858888
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.10045500000000002 0.14753000000000002 0.076175000000000007 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.0082450000000000006 0.087830000000000005 -0.52556499999999995 0.089770000000000016 0.041865000000000006 -0.015219999999999999 0.081835000000000019 0.12958500000000003 -0.04917499999999999 -1.0000000180025095e-35 0.12000500000000001 0.13075500000000004 -0.066784999999999983 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 5 7 9 12 21 25 22 -4 13 14 -1 16 17 -14 -19 28 -2 27 -11 -22 -12 -3 -5 -7 -8 -30
right_child=1 6 11 26 -6 8 19 -9 -10 10 24 -13 15 -15 -16 -17 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00063827754402895592 0.00070781409209212296 0.00028846197749421101 0.00058845207825595255 0.00034555874275518401 0.0003789047258936502 0.00067788580783711657 0.00014979164004313273 0.00080610817098605413 0.00041712713060275939 0.00060573415880534737 0.0002449424799881471 0.00035700295348150115 0.00086611615064319995 0.00076527193827133897 0.00047719732830159658 0.00060152098581061177 0.00066049143026026039 0.00069597564062854917 0.00055184701201962494 0.00023819320197618121 0.00058348347586676221 0.00046527892529197473 0.00039550612151038417 0.00041647761587112672 0.00034789912992206604 0.00015131217389230839 0.00020346777982328064 0.00060302383880033404 0.00011508942975159635 -5.4523905816541308e-05
leaf_weight=52 22 24 34 50 45 65 29 77 39 22 104 77 21 27 53 118 830 713 30 23 69 22 20 21 70 66 24 328 22 24
leaf_count=52 22 24 34 50 45 65 29 77 39 22 104 77 21 27 53 118 830 713 30 23 69 22 20 21 70 66 24 328 22 24
internal_value=0 0.000314844 0.000641755 0.000466341 0.000651564 0.00065673 0.000245096 0.000672242 0.000591098 0.000287493 0.000328996 0.000427897 0.000666652 0.000599578 0.00055697 0.000671824 0.000677028 0.000694993 0.000690156 0.000112712 0.000576592 0.000607447 0.000505626 0.000544515 0.000286362 0.000187885 0.000299475 0.000615406 7.42314e-05 2.65955e-05
internal_weight=0 590 2531 186 2420 2375 404 1921 454 306 216 111 1844 132 105 1712 1594 764 743 98 112 415 42 90 174 90 74 393 75 46
internal_count=3121 590 2531 186 2420 2375 404 1921 454 306 216 111 1844 132 105 1712 1594 764 743 98 112 415 42 90 174 90 74 393 75 46
is_linear=0
shrinkage=0.00196078


Tree=7198
num_leaves=31
num_cat=0
split_feature=1 4 12 48 133 2 0 1 1 484 51 14 12 13 1 4 16 484 160 15 43 2 158 2 3 3 51 0 4 393
split_gain=0.159132 0.0430958 0.0287091 0.031759 0.0263895 0.0369571 0.0238437 0.0235945 0.0260349 0.0242792 0.0221855 0.0225429 0.0224979 0.0260231 0.021694 0.0173307 0.0247083 0.0203954 0.0208022 0.0207285 0.0239071 0.0196356 0.0178396 0.0305589 0.0170215 0.0299756 0.018261 0.0276407 0.0260276 0.0168955
threshold=0.10124500000000002 -0.0086549999999999978 -0.010834999999999999 0.083685000000000009 -0.24227499999999996 0.31358000000000003 0.22582000000000002 0.103565 0.12000500000000001 -0.060519999999999997 -0.40274499999999996 -0.42495999999999995 0.11472500000000001 1.0000000180025095e-35 0.13743000000000002 0.042705000000000007 -0.44310499999999992 -0.0082299999999999995 -0.037174999999999993 -0.080694999999999989 -0.078654999999999989 0.13913500000000004 0.086290000000000019 0.091545000000000015 0.10299500000000002 0.12745000000000004 -0.13782999999999998 -0.089604999999999976 -0.043364999999999994 -0.090869999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 7 15 -6 9 -9 -10 -12 13 -13 -4 21 22 -18 -19 -20 -21 24 23 -17 26 -26 27 -1 -29 -28
right_child=1 4 14 -5 5 -7 -8 8 10 -11 11 12 -14 -15 -16 16 17 18 19 20 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0089541645309723483 6.070180892353305e-05 0.0058666934628553435 0.0056004666100807309 0.0043551491217359026 -0.00032430566359488737 -0.0012433862620541318 0.0016791757568717003 0.0011683191280878549 0.0054776611366486629 0.0043302580284506923 0.0042084842093754555 0.0016593237020046886 0.00463969258319897 -0.0022134052321780471 0.0021072081476449967 0.0016076176526257768 0.005550613540734323 0.00063801318872720009 0.0027520124969377334 0.0026855225685391238 0.0069161720868364425 0.0021384140942245721 0.0081087158449615043 0.0060942695157358518 0.00073244327636943628 0.0059526460499248722 0.0023661754745990041 0.0074558173315987623 0.003727060881777643 0.005288667574878436
leaf_weight=34 26 29 160 51 21 22 20 28 21 183 40 131 21 20 20 20 53 25 81 22 34 20 24 63 22 22 20 36 39 1813
leaf_count=34 26 29 160 51 21 22 20 28 21 183 40 131 21 20 20 20 53 25 81 22 34 20 24 63 22 22 20 36 39 1813
internal_value=0 0.00346305 0.00452105 0.00290508 0.0029361 0.00276159 0.00511724 0.00295107 0.00310598 0.00391066 0.00237728 0.00207017 0.00157289 0.00114638 0.00521233 0.00514678 0.00446577 0.0038478 0.00329071 0.00377478 0.00525413 0.00525609 0.00570748 0.00501315 0.00528749 0.00334254 0.00533156 0.00658905 0.00551686 0.00525678
internal_weight=0 773 257 77 516 487 2348 465 444 211 233 212 172 151 180 2328 322 215 162 137 56 2006 107 83 1986 44 1942 109 75 1833
internal_count=3121 773 257 77 516 487 2348 465 444 211 233 212 172 151 180 2328 322 215 162 137 56 2006 107 83 1986 44 1942 109 75 1833
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 2 1 52 2 0 47 52 0 133 130 160 391 41 4 13 43 14 49 49
split_gain=10.6962 1.90233 1.08325 0.893207 0.802331 0.628915 0.4236 0.422024 0.393676 0.287432 0.257993 0.235393 0.160762 0.150843 0.132739 0.132387 0.131312 0.126845 0.111428 0.106159 0.107631 0.100279 0.0936266 0.0953075 0.11543 0.0846972 0.0802254 0.0800076 0.0781399 0.0758164
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.27834500000000006 0.077845000000000011 0.089885000000000007 0.17025000000000004 0.084885000000000002 -0.56176499999999996 0.14122000000000004 -0.22491999999999998 0.13011000000000003 0.12603000000000003 -0.15931499999999996 0.089200000000000015 -0.076894999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081560000000000007 -0.50427999999999995 0.0049450000000000006 -0.080324999999999994 0.096015000000000017 -0.017229999999999999 0.10347500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 28 8 10 -5 12 16 -1 -12 17 -15 -4 19 -14 20 -3 -22 -17 24 -24 -20 -11 -9 -6 -26
right_child=1 2 11 9 6 -7 -8 27 -10 26 13 -13 18 15 -16 22 -18 -19 25 -21 21 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00068501713439352843 0.00065917282781426253 0.00021767604616546062 0.00021721027513102518 0.0006234466111292692 0.00048292146630439108 0.00040985939129901982 0.00034668381385249546 0.0008284394135049056 0.00039449253501426128 0.0004311463200752567 0.00073893144149188847 8.4542358020583643e-05 0.00051240811394710165 0.00048210442889352553 0.00020712252233853678 0.00049188078237314 0.00039043049003892376 0.00047278688001259599 0.00065623161706992918 0.00022701487995709926 0.00044994860824093731 0.00033796441484609715 0.00073538247052001382 0.00050059261901134794 0.00063538642328859996 0.00056548079761299642 0.00028287430750388722 0.00069273116236960694 0.00062258189878234877 0.00058262925269053655
leaf_weight=874 76 23 106 28 20 41 40 61 23 47 43 49 25 26 31 20 20 26 390 34 38 161 39 22 576 44 20 23 67 128
leaf_count=874 76 23 106 28 20 41 40 61 23 47 43 49 25 26 31 20 20 26 390 34 38 161 39 22 576 44 20 23 67 128
internal_value=0 0.000366512 0.000330346 0.000642983 0.000382244 0.000650565 0.000513691 0.000654868 0.000649683 0.000456609 0.000652366 0.00019986 0.000669412 0.000625759 0.000328909 0.000619759 0.000244706 0.000342297 0.000639699 0.000329044 0.000344671 0.000359348 0.000624318 0.00062778 0.000631546 0.000647031 0.000386886 0.000791281 0.000590476 0.000625794
internal_weight=0 691 615 2430 440 2335 127 2294 2210 95 2187 175 1333 854 313 811 126 282 459 256 222 199 785 765 743 434 67 84 87 704
internal_count=3121 691 615 2430 440 2335 127 2294 2210 95 2187 175 1333 854 313 811 126 282 459 256 222 199 785 765 743 434 67 84 87 704
is_linear=0
shrinkage=0.00196078


Tree=7200
num_leaves=31
num_cat=0
split_feature=1 52 3 1 4 1 2 12 376 2 47 2 14 457 2 34 47 12 3 4 3 16 15 16 12 3 150 1 15 3
split_gain=8.94404 1.14767 0.979222 0.769259 0.480407 0.459271 0.407146 0.335303 0.295347 0.260637 0.251698 0.244498 0.240286 0.199567 0.181926 0.150719 0.146315 0.140462 0.143489 0.119009 0.0883066 0.0789631 0.102302 0.0871152 0.0789045 0.0744802 0.0731339 0.0720415 0.0661673 0.0631188
threshold=0.10752500000000002 -0.40306999999999998 -0.065819999999999976 0.12408500000000001 0.36766000000000004 0.092390000000000014 0.10803500000000001 -1.0000000180025095e-35 0.080200000000000007 0.13404500000000005 0.13082500000000002 0.095545000000000005 0.076975000000000002 0.094310000000000019 0.14285500000000004 -1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 -0.14847999999999997 0.27834500000000006 -0.10217499999999997 -0.0083599999999999976 0.082685000000000022 0.31475000000000003 0.090285000000000018 0.090900000000000009 0.11386500000000001 0.090475000000000014 -0.43375999999999998 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 11 9 8 -7 -3 16 14 12 27 29 15 -5 21 -13 -19 -17 -20 22 25 -23 -22 -4 -8 -1 -21 -9
right_child=1 3 5 10 -6 7 26 13 -10 -11 -12 17 -14 -15 -16 19 -18 18 20 28 24 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065917903391052161 0.00063399044996293244 0.00056163708835665677 0.00056275229870788451 0.00018539506768552112 0.00036793984679141527 0.00038467401723846114 0.00035945217983395444 0.00063402548241468651 0.00031634669721710914 0.00044336904954238266 0.0004140536046255006 0.00045513461541641704 0.00079043962574151794 0.00038037201344886889 0.00016936703570700619 0.00042055373310622779 0.00073300216007535159 0.00068790687097338593 0.00047945607928376571 0.00034790720842026591 0.00067760813838380681 0.00066326990086313623 0.00064393467968038378 0.00052286942048567007 0.00058871254999200964 0.000440497681936797 0.00023542192897626333 0.00062096850554011482 0.00022024603870419746 0.0005145033291157554
leaf_weight=1304 52 77 82 45 24 90 141 53 25 40 34 23 51 21 99 32 34 78 24 27 46 89 47 21 232 25 21 222 37 25
leaf_count=1304 52 77 82 45 24 90 141 53 25 40 34 23 51 21 99 32 34 78 24 27 46 89 47 21 232 25 21 222 37 25
internal_value=0 0.000355826 0.00062391 0.00032894 0.000643688 0.000548701 0.000404475 0.000471293 0.000501517 0.000591986 0.000256162 0.00064703 0.000658045 0.000550038 0.000233793 0.000279029 0.000611934 0.000603928 0.000612934 0.00032292 0.00059357 0.000596342 0.000567682 0.000636466 0.000603422 0.000534188 0.000343374 0.00065362 0.000274103 0.000595717
internal_weight=0 590 2531 538 2004 527 264 189 102 338 274 1980 1577 99 240 141 298 403 380 96 302 264 154 110 278 107 162 1526 64 78
internal_count=3121 590 2531 538 2004 527 264 189 102 338 274 1980 1577 99 240 141 298 403 380 96 302 264 154 110 278 107 162 1526 64 78
is_linear=0
shrinkage=0.00196078


Tree=7201
num_leaves=31
num_cat=0
split_feature=1 4 155 157 123 147 13 394 3 3 2 130 0 12 2 128 160 16 1 1212 13 43 43 1209 133 133 402 14 12 3
split_gain=0.205808 0.0490365 0.0323407 0.0310808 0.0268953 0.0267303 0.0262348 0.0630403 0.0298331 0.0515905 0.0286955 0.051596 0.0359095 0.0275381 0.0306826 0.025935 0.029749 0.0255858 0.0246528 0.0226677 0.0239354 0.033797 0.0237331 0.0222325 0.0340122 0.0234122 0.0472629 0.0220629 0.0216963 0.0215269
threshold=0.10337500000000001 0.26790000000000008 0.10158500000000002 -0.09416999999999999 1.0000000180025095e-35 0.094075000000000006 0.0015850000000000003 -0.08151499999999999 -0.14477499999999996 -0.10831999999999999 0.11362000000000001 0.10269000000000002 0.10455500000000001 0.11734000000000001 0.12299 0.09585500000000001 -0.42113499999999993 0.40020000000000006 0.15471500000000002 0.055770000000000007 0.10591500000000001 -0.093959999999999988 -0.50216499999999986 0.083050000000000013 0.41171500000000005 -0.00094999999999999989 -0.086719999999999978 -0.47071999999999997 0.092200000000000018 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 29 8 -8 -1 -10 12 -12 15 14 23 16 -9 -14 27 20 21 -18 -22 -11 25 26 -25 -3 -27 -5
right_child=1 18 -4 5 -6 -7 7 10 9 13 11 -13 17 -15 -16 -17 19 -19 -20 -21 22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0079250234759397683 0.00015284364577382802 0.0055245869823040503 0.0064789135792468235 0.0049434445408953883 0.0038395047165568543 0.00068032257084269085 0.00012070904441106205 0.0019435368433949494 0.0015103666930748473 0.0056686626465219138 0.00027693194802850483 0.0062456656579992602 0.010769857843184755 0.003199629310096853 0.0093723189094210586 0.0027375429305002879 0.0096064897519681849 0.0058335169085434509 0.00019384013688457865 0.0037821148389152121 0.0068291632591613713 0.0059720185447999109 0.0032199449236749822 0.0044507154865508405 0.0035838436907700577 0.011519191398595771 0.010196206183172763 0.0026998948045672934 0.0073098405189812189 0.0029546814943993624
leaf_weight=62 20 31 61 223 89 20 26 21 29 1611 30 28 21 41 24 38 40 21 35 42 35 71 38 41 24 24 22 256 25 72
leaf_count=62 20 31 61 223 89 20 26 21 29 1611 30 28 21 41 24 38 40 21 35 42 35 71 38 41 24 24 22 256 25 72
internal_value=0 0.00361591 0.00436112 0.00397549 0.00554538 0.0042182 0.00561099 0.00488647 0.00576747 0.00569481 0.00520831 0.00315839 0.0055719 0.00576178 0.0058211 0.00516962 0.00554378 0.00830169 0.00269944 0.00587832 0.0063568 0.00728174 0.00495039 0.00577231 0.00700011 0.00773216 0.00645708 0.003005 0.00937156 0.00445805
internal_weight=0 718 396 335 2403 315 2314 411 1903 1841 385 58 327 1812 1771 285 247 42 322 226 184 111 73 1747 136 112 63 287 49 295
internal_count=3121 718 396 335 2403 315 2314 411 1903 1841 385 58 327 1812 1771 285 247 42 322 226 184 111 73 1747 136 112 63 287 49 295
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 4 0 15 2 52 12 4 3 1 2 475 47 52 0 0 52 133 130 13
split_gain=19.6244 3.12256 1.95303 1.50778 1.11482 0.990461 0.594653 0.582845 0.53162 0.523086 0.450688 0.318867 0.378823 0.378888 0.227959 0.310259 0.210327 0.208121 0.259193 0.206483 0.187162 0.180253 0.152678 0.136521 0.172319 0.136499 0.131533 0.129181 0.129008 0.148225
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088305000000000008 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.14960000000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.14122000000000004 0.12603000000000003 0.08815000000000002 -0.52556499999999995 -0.13927999999999999 0.083345000000000016 0.25063000000000007 -0.066784999999999983 0.09550500000000002 -0.54906499999999991 -0.026509999999999995 -0.13027499999999997 0.039215000000000007 0.089200000000000015 -0.076894999999999977 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 11 -6 20 21 -5 12 13 -1 15 27 17 -14 -19 25 -4 -7 -21 -23 26 -13 -25 28 -3 -30
right_child=1 2 8 10 7 9 -8 -9 -10 -11 -12 19 16 -15 -16 -17 -18 18 -20 22 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00096167183694733781 0.00085756553085165248 0.00031860783340477677 0.00026140022411138988 0.00079584692442637129 0.0007538390814293154 0.00090675585500075626 0.0010526098046506358 0.00046485112525818632 0.00055007307272264983 0.00051206430677692559 0.00051412188191456609 0.00095668414593790734 0.0011081559762678671 0.0006603087593508106 0.00028480957848344476 0.00066601601408212963 0.00087051380275912648 0.00069546001214607089 0.00091627441970638414 0.00057177605974437933 0.00010050751667313505 0.00093252367726834274 0.00079313922863380579 0.0007488951216391822 0.00066308836721918902 0.00079939654459874009 0.00083389095982917545 0.00032251871000694971 0.00042606410701232541 0.0005338135327670288
leaf_weight=23 76 23 122 34 86 52 79 39 22 26 61 29 21 53 31 26 792 21 763 23 36 22 25 140 47 79 140 31 111 88
leaf_count=23 76 23 122 34 86 52 79 39 22 26 61 29 21 53 31 26 792 21 763 23 36 22 25 140 47 79 140 31 111 88
internal_value=0 0.000482613 0.000436277 0.000857096 0.000507355 0.000866948 0.000886052 0.000663675 0.000264504 0.000781582 0.00061495 0.000878858 0.000886763 0.000751511 0.000444323 0.000462047 0.0008932 0.00091552 0.00091036 0.000794074 0.000224741 0.000799057 0.000687069 0.000783011 0.000772952 0.000841631 0.000791393 0.000441086 0.000457643 0.000473712
internal_weight=0 691 615 2430 435 2335 1908 125 180 427 95 1829 1673 76 310 279 1597 805 784 156 158 401 48 349 327 108 280 253 222 199
internal_count=3121 691 615 2430 435 2335 1908 125 180 427 95 1829 1673 76 310 279 1597 805 784 156 158 401 48 349 327 108 280 253 222 199
is_linear=0
shrinkage=0.00196078


Tree=7203
num_leaves=31
num_cat=0
split_feature=1 3 0 2 2 4 12 2 15 14 15 40 15 402 13 1429 1203 16 16 480 2 159 483 15 4 4 1 42 42 43
split_gain=0.228734 0.0531912 0.0438251 0.029583 0.0252898 0.0238171 0.0253129 0.0371757 0.0534589 0.0339255 0.0305971 0.0278872 0.0253708 0.0231936 0.0272955 0.0225777 0.0218897 0.0216367 0.0243219 0.0212801 0.0218543 0.0251005 0.0317567 0.0236204 0.0349514 0.0199276 0.0258056 0.0238265 0.0442577 0.0245613
threshold=0.10337500000000001 -0.065229999999999996 0.089620000000000019 0.092235000000000025 -0.090999999999999984 -0.17966999999999997 -0.10022999999999999 0.13712500000000002 0.013270000000000002 -1.0000000180025095e-35 -0.079929999999999987 1.0000000180025095e-35 -0.015744999999999999 0.086055000000000006 -0.13710499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.083134999999999987 -0.36241499999999999 0.11747 0.15109000000000003 0.082585000000000006 -0.059844999999999995 -0.012384999999999998 0.057560000000000007 -0.012164999999999999 0.098220000000000016 -0.082179999999999989 -0.042239999999999993 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 5 4 -1 -3 9 8 11 -7 -9 12 17 14 -2 -16 -6 18 -8 20 21 25 -23 24 -24 27 -27 -5 -29 -30
right_child=1 2 -4 19 16 6 7 10 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0031318754401524988 0.0020410890027415009 0.0059508845520516241 -0.0014447414094493503 0.0074864165221901653 0.0091785356047607604 0.0080429609526287433 0.003575378342497128 0.0019941434390430743 0.0077182413032278428 0.0032334871494888585 -0.0022535043445135339 -0.00062191888601297431 0.00012490977048097802 0.0016720160611882985 0.0051860677350880173 0.008733799826586619 0.0059281125200899296 0.0047941490334559638 0.0002816777571194595 0.0083126825520247662 0.0018238446302711966 0.0032981965540481422 0.011565416593415041 0.0054410714454747539 0.0064455018673713008 0.0046106238240688126 0.0012533980277366938 0.0018693634044580365 0.0065499711989866413 0.0046238458035719196
leaf_weight=32 25 30 21 49 21 22 81 74 25 44 22 21 24 21 174 20 1546 83 31 21 20 24 24 37 30 272 25 37 129 136
leaf_count=32 25 30 21 49 21 22 81 74 25 44 22 21 24 21 174 20 1546 83 31 21 20 24 24 37 30 272 25 37 129 136
internal_value=0 0.00363194 0.00302205 0.00566604 0.00591484 0.00322731 0.00303596 0.00270675 0.00331753 0.00483665 0.00102072 0.00285912 0.00319292 0.00484663 0.00515105 0.00555181 0.00597167 0.00357052 0.00266373 0.00517123 0.00508698 0.00517251 0.00653401 0.00738741 0.00872102 0.00493089 0.00432803 0.005441 0.00510913 0.00556147
internal_weight=0 718 478 2403 1599 457 427 361 265 66 96 240 219 240 219 194 1567 195 112 804 783 763 115 91 54 648 297 351 302 265
internal_count=3121 718 478 2403 1599 457 427 361 265 66 96 240 219 240 219 194 1567 195 112 804 783 763 115 91 54 648 297 351 302 265
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 4 2 2 1 1 0 1 0 4 49 13 4 47 50 40 12 4 1 15 150 160 151 43 13
split_gain=23.0832 3.39563 2.18603 2.13878 1.1414 1.00737 0.693967 0.688019 0.687497 0.63614 0.582818 0.53529 0.366897 0.332103 0.302467 0.265921 0.218392 0.209089 0.19457 0.18744 0.185391 0.180019 0.172726 0.240267 0.171051 0.163971 0.158042 0.139627 0.138742 0.1282
threshold=0.10508500000000001 0.12408500000000001 1.0000000180025095e-35 0.087215000000000015 0.089885000000000007 0.36766000000000004 0.40473500000000007 0.14122000000000004 0.14285500000000004 0.077845000000000011 0.085345000000000018 -0.14723999999999998 0.15964000000000003 -0.22491999999999998 0.042705000000000007 -0.009244999999999998 -1.0000000180025095e-35 -0.0073899999999999999 0.10350500000000001 0.086295000000000011 -0.0061149999999999998 0.083310000000000009 -0.013514999999999998 0.081315000000000012 -0.033689999999999991 0.097210000000000005 -0.075414999999999982 -1.0000000180025095e-35 0.05259500000000001 -0.083364999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 8 18 13 20 -4 11 -1 25 15 21 -6 -2 -18 -5 -10 -3 27 28 29 -22 26 -7 -12 -15 -24
right_child=1 5 9 6 7 12 -8 -9 19 -11 14 -13 -14 22 -16 -17 17 -19 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011727804547880928 0.0004634213021875115 0.00046696199389065012 0.00088618727666991103 0.00094660943199541563 0.00056167989824875721 0.00040430578771527499 0.00055683106412271076 0.00063623730119964476 0.00017432189460777107 0.00053576750468550577 0.00071125605920899758 0.00098830071157409165 5.7099287809351963e-05 0.00094584297568918484 0.00076175063230933993 0.00087759730907854469 0.00076466383047255808 0.00053994167575499347 0.00078831375023347963 0.00043386879431850768 0.00077600323749022653 0.0009479724850577064 0.000944494464464012 0.00066361340128031439 0.00054779293877846747 0.00046373583285101488 0.00023410441007148079 0.00091154470345845406 0.00086475527305819068 0.00086162647849656745
leaf_weight=65 131 25 28 72 20 27 32 41 23 69 23 868 29 382 44 21 20 78 51 20 28 372 99 20 23 20 94 32 103 261
leaf_count=65 131 25 28 72 20 27 32 41 23 69 23 868 29 382 44 21 20 78 51 20 28 372 99 20 23 20 94 32 103 261
internal_value=0 0.000515358 0.000925384 0.000636186 0.000937286 0.000354813 0.000814055 0.00088468 0.000493178 0.00063692 0.000972768 0.00100115 0.000257957 0.000895923 0.000916542 0.000723491 0.000515794 0.000585803 0.000880975 0.000295041 0.000605281 0.000932492 0.000904097 0.000872794 0.000673085 0.000299268 0.000272083 0.000827788 0.000928622 0.000884415
internal_weight=0 673 2448 384 2351 289 155 947 119 97 1404 933 170 906 471 41 229 98 123 43 76 427 865 380 51 141 121 55 485 360
internal_count=3121 673 2448 384 2351 289 155 947 119 97 1404 933 170 906 471 41 229 98 123 43 76 427 865 380 51 141 121 55 485 360
is_linear=0
shrinkage=0.00196078


Tree=7205
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 2 2 13 4 3 150 3 4 4 14 47 0 0 10 16 0 12 52 43 1 4
split_gain=12.5651 2.02892 1.2592 0.99734 0.777745 0.658126 0.543658 0.325637 0.320983 0.308624 0.306513 0.293499 0.276055 0.300209 0.192401 0.17108 0.18783 0.147585 0.141723 0.137698 0.125737 0.113527 0.109172 0.100731 0.0995606 0.115534 0.0870461 0.0850364 0.0848024 0.0802595
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.13501500000000002 0.077845000000000011 0.11474000000000002 0.17025000000000004 -0.004174999999999999 -0.55119499999999988 -0.15121499999999996 1.0000000180025095e-35 0.086245000000000016 -0.031404999999999995 0.033845000000000007 -1.0000000180025095e-35 0.090100000000000013 -0.073574999999999988 -0.13455999999999999 -0.38124499999999995 -0.052894999999999991 0.14486500000000005 0.097145000000000023 0.2800700000000001 -0.080324999999999994 0.11588000000000001 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 14 -5 28 11 -4 -1 -14 24 17 -17 20 -13 -3 26 -19 -12 -23 25 -7 -15 -10 -6 -18
right_child=1 2 10 8 9 7 -8 -9 27 -11 22 18 13 15 -16 16 29 21 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093238380406518722 0.00070581506991045269 0.00036036524498603897 0.00024422236142160683 0.00068424717322284104 0.0007067468746090066 0.00071260555287789651 0.00088504901459566794 0.00048918398005851343 0.00047930778623247393 0.00039013435290800847 0.00019900755715881923 0.00053186308493425531 0.00052169433581868022 0.00074051952551027833 0.00049734232084387361 0.00073910845353261363 0.0004920810635134676 0.00078456911678407703 0.00034251283093915055 0.00049574637083033782 0.0006761423617555563 0.00066535269235279046 1.6438063854972519e-05 0.00051597208306402057 0.00054405194818442305 0.00064025509766693601 0.0006888036464144841 0.00032758748076637003 0.00057460224511576635 0.00065243785470431922
leaf_weight=23 74 192 144 28 43 189 79 48 49 23 34 21 30 1254 26 38 30 25 55 34 153 100 20 21 22 154 139 20 33 20
leaf_count=23 74 192 144 28 43 189 79 48 49 23 34 21 30 1254 26 38 30 25 55 34 153 100 20 21 22 154 139 20 33 20
internal_value=0 0.000399512 0.000361671 0.000702027 0.000444217 0.000710066 0.000725785 0.0006416 0.000507183 0.000589142 0.00026376 0.000296252 0.000718921 0.000716209 0.000660311 0.000719487 0.000635197 0.000723871 0.000394833 0.000380732 0.000729499 0.00066428 0.000131389 0.000639427 0.00067192 0.000680122 0.000735359 0.000435331 0.000649368 0.000556224
internal_weight=0 673 599 2448 325 2351 1912 439 97 99 274 220 1833 1810 391 1780 88 1692 76 226 1546 146 54 121 365 343 1393 69 76 50
internal_count=3121 673 599 2448 325 2351 1912 439 97 99 274 220 1833 1810 391 1780 88 1692 76 226 1546 146 54 121 365 343 1393 69 76 50
is_linear=0
shrinkage=0.00196078


Tree=7206
num_leaves=31
num_cat=0
split_feature=1 4 150 123 1 2 3 0 0 16 44 4 3 4 3 48 48 11 0 480 481 13 42 4 15 13 132 13 13 16
split_gain=0.312387 0.0712006 0.0431027 0.0360117 0.0316343 0.0307518 0.0261276 0.0286684 0.0254757 0.0243252 0.0229892 0.0229974 0.0427735 0.0556102 0.0254865 0.0254723 0.044514 0.0301338 0.0273695 0.0334964 0.0364829 0.0331728 0.0347651 0.0440004 0.0415627 0.0342578 0.0307909 0.0656185 0.0334247 0.0613288
threshold=0.10337500000000001 0.27287000000000006 0.083250000000000005 1.0000000180025095e-35 0.13075500000000004 0.13501500000000002 -0.07793499999999999 -0.019414999999999998 0.024095000000000002 0.11346000000000002 1.0000000180025095e-35 -0.082249999999999976 0.090900000000000009 0.0033150000000000007 -0.14989499999999997 0.092475000000000016 0.078735000000000013 0.086080000000000018 -0.087519999999999987 0.086995000000000017 -0.084744999999999987 -0.088854999999999976 -0.015274999999999999 -0.49013999999999996 0.088850000000000012 -0.014169999999999999 -0.083284999999999984 -0.0044799999999999987 -0.008624999999999999 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -3 10 -2 -8 -6 -7 11 15 14 -14 -13 16 17 18 -1 20 -20 -22 26 -24 25 -25 27 -23 29 -28
right_child=1 4 -4 -5 8 9 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0087592075630146572 0.0067535910196325176 0.0038107160839998357 0.0031448125782657732 0.0043811715342721835 0.0024029361423105002 0.0018555106116064754 0.0052889673470350252 0.0017693689972576169 -0.0010374718157646176 0.0063735540244537828 0.0093317074135744159 0.0035477039527904708 -0.00023781471663033186 0.0065755865806713708 0.0063989322529675284 0.0038441309668123726 0.011516523979265583 0.003791920948324019 0.011171736510004849 0.0032359267026185988 0.010768873170018197 0.013973656755406412 0.0077762707358622861 0.0073580420447979123 0.00016203425358980896 0.0033359431560772163 0.0082143546851432842 0.0060593757821731167 0.0076064303455807801 0.00098812582436949028
leaf_weight=84 105 166 107 89 125 26 162 27 26 22 28 32 23 25 1545 25 22 29 20 25 20 20 54 40 20 45 23 22 140 24
leaf_count=84 105 166 107 89 125 26 162 27 26 22 28 32 23 25 1545 25 22 29 20 25 20 20 54 40 20 45 23 22 140 24
internal_value=0 0.00397797 0.00486336 0.0063551 0.00285795 0.00643102 0.00548882 0.00478617 0.00181055 0.00392628 0.00648408 0.00644845 0.00625157 0.00331083 0.00634108 0.00697037 0.00710329 0.00693175 0.00710132 0.00679389 0.00700172 0.00679731 0.00659259 0.00545659 0.00426362 0.0052287 0.00738133 0.00982808 0.00683179 0.00452437
internal_weight=0 718 401 2403 317 2314 294 189 151 48 2266 2238 1625 48 1577 613 588 566 537 453 428 408 388 159 105 85 229 42 187 47
internal_count=3121 718 401 2403 317 2314 294 189 151 48 2266 2238 1625 48 1577 613 588 566 537 453 428 408 388 159 105 85 229 42 187 47
is_linear=0
shrinkage=0.1


Tree=7207
num_leaves=31
num_cat=0
split_feature=1 2 124 0 14 3 12 2 123 15 49 3 2 34 13 13 159 16 1420 3 15 0 50 2 16 157 1429 3 42 151
split_gain=0.254547 0.072921 0.0399923 0.0373417 0.0346324 0.0314327 0.0327555 0.0269963 0.0267984 0.0315081 0.0324995 0.0256956 0.0296976 0.0431811 0.0253997 0.0235263 0.0219541 0.0207341 0.0204225 0.027077 0.0281706 0.0198652 0.0342228 0.0406086 0.0675223 0.0299246 0.0233435 0.0242483 0.0223062 0.0212284
threshold=0.11829500000000003 0.10252500000000002 -0.083859999999999976 -0.13843999999999998 0.076175000000000007 0.30112000000000005 -0.42850999999999995 0.15361500000000003 0.085290000000000019 -0.23032499999999997 -0.088694999999999982 0.12745000000000004 0.13093500000000002 -0.038779999999999995 -0.0093149999999999986 -0.10278499999999999 0.097885000000000014 -0.087874999999999981 -0.083904999999999993 -0.15327499999999997 -1.0000000180025095e-35 -0.076234999999999983 0.089465000000000017 0.084655000000000022 0.066275000000000014 -0.0045449999999999996 0.087700000000000014 -0.12018999999999998 0.11649000000000002 0.009020000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 8 18 11 -7 15 9 -3 -11 12 13 -2 -1 -5 -8 -12 -4 20 -20 26 23 24 -23 -25 27 -21 -24 -29
right_child=5 3 4 7 -6 6 16 -9 -10 10 17 -13 -14 -15 -16 -17 -18 -19 19 21 -22 22 28 25 -26 -27 -28 29 -30 -31
leaf_value=0.0049655097375186736 0.00088532012950226263 0.0068289015718080385 0.0081259239181618852 0.002776372537159154 0.0079148867568674397 0.0037397045381915048 -0.0014054206052394368 0.0016328241697258572 -6.6618980573756353e-05 0.0066483513009734461 0.0035838431810285933 0.0057194430035643132 0.0014711919070826052 0.0048681459782952538 0.0011899421280499416 0.0054464230054847322 0.0024784864330616653 0.00050112499709939592 0.00056333167980483268 0.0086162509810593403 0.0055985610769130299 -0.00048315680534061456 0.0083679958514155852 0.0080018040504203081 0.005418787826368187 0.0047933566034386024 0.003402447921004804 0.0060615494673185721 0.0049123447238197254 0.0040048527878333027
leaf_weight=49 37 27 38 36 83 34 43 22 21 20 48 38 88 103 28 396 22 40 20 36 25 36 47 36 42 151 34 1438 31 52
leaf_count=49 37 27 38 36 83 34 43 22 21 20 48 38 88 103 28 396 22 40 20 36 25 36 47 36 42 151 34 1438 31 52
internal_value=0 0.00555607 0.00583031 0.00459127 0.00591359 0.00274582 0.00122468 0.0050499 0.00325652 0.00377346 0.0030096 0.00331195 0.00291071 0.00381554 0.00359258 0.00522392 -9.08675e-05 0.00218261 0.00582995 0.00578516 0.00336068 0.00584249 0.00515346 0.00461154 0.00269481 0.00541103 0.00599399 0.00605173 0.0069946 0.00598977
internal_weight=0 2756 2146 610 2069 365 99 454 156 135 108 266 228 140 77 432 65 88 1986 1948 45 1903 343 265 78 187 1560 1526 78 1490
internal_count=3121 2756 2146 610 2069 365 99 454 156 135 108 266 228 140 77 432 65 88 1986 1948 45 1903 343 265 78 187 1560 1526 78 1490
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 1 2 2 2 14 2 1 3 0 49 40 13 50 0 4 43 11 13 0 4 4 1 3 1
split_gain=16.7328 2.78605 1.48809 1.18623 0.952654 0.725628 0.516664 0.501488 0.489366 0.48902 0.332888 0.26261 0.257872 0.274224 0.247527 0.194481 0.18687 0.182129 0.165323 0.154208 0.178092 0.138871 0.138293 0.146358 0.136662 0.130775 0.127484 0.11141 0.109678 0.106122
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 0.077845000000000011 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.11704500000000001 0.085345000000000018 -0.11171999999999999 -0.22491999999999998 -0.009244999999999998 -0.077714999999999992 -1.0000000180025095e-35 0.041865000000000006 0.18019500000000002 0.04735000000000001 -0.080324999999999994 1.0000000180025095e-35 -0.117405 -0.15931499999999996 0.024790000000000003 0.061775000000000004 0.090840000000000018 -0.11171999999999999 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 8 10 -4 14 16 26 12 -2 -1 -14 15 -7 -3 -11 -6 20 22 -8 23 -16 -15 -19 -10 -24 -25 -5
right_child=1 4 6 29 18 7 21 -9 9 17 -12 -13 13 24 19 -17 -18 25 -20 -21 -22 -23 27 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00084871516353294738 0.00076602424437782193 0.0003821398338774586 0.00078386683069190386 0.00048327650371908509 0.00015859804877387239 0.00048830935183693386 0.00052426289550873612 0.00056982607146256346 0.0007324608822511184 0.00035613115122115689 0.00097949062373480465 0.00052389837071007371 0.00056700556739872575 0.00065454090520650633 0.00064547722479876347 0.00075847816137887395 0.0002089705156052814 0.00059800841966096095 0.00033727200311323456 0.00061248281641918065 0.00073581323214402241 0.00033037628181844804 0.00097954410313516442 0.00067473844783787998 0.00080975813030430396 0.00042647900575191626 0.00053979307271723957 0.00082391205402030277 0.00080529537955667822 0.00032900290752401932
leaf_weight=881 124 46 28 60 85 20 49 48 23 105 59 20 20 23 25 21 50 25 26 20 201 20 28 26 421 54 31 48 510 24
leaf_count=881 124 46 28 60 85 20 49 48 23 105 59 20 20 23 25 21 50 25 26 20 201 20 28 26 421 54 31 48 510 24
internal_value=0 0.000448126 0.000797224 0.000624376 0.000357822 0.000807044 0.000559223 0.0007651 0.000410123 0.00045779 0.000835335 0.000732396 0.000829012 0.000791601 0.000775526 0.000626688 0.000291947 0.00040964 0.00020045 0.000782639 0.0007867 0.000468064 0.000802756 0.000792123 0.000801718 0.00048076 0.000621855 0.00088125 0.000798962 0.000439198
internal_weight=0 673 2448 228 445 2351 97 947 334 238 1404 144 1345 464 899 41 96 184 111 858 838 69 637 561 444 79 54 76 536 84
internal_count=3121 673 2448 228 445 2351 97 947 334 238 1404 144 1345 464 899 41 96 184 111 858 838 69 637 561 444 79 54 76 536 84
is_linear=0
shrinkage=0.00196078


Tree=7209
num_leaves=31
num_cat=0
split_feature=1 2 51 9 1 0 14 44 0 4 1 43 124 12 132 4 2 43 49 13 42 1213 132 12 1213 42 16 12 12 12
split_gain=0.264246 0.0682647 0.0425607 0.0398374 0.03726 0.0371434 0.0360667 0.0296102 0.0406346 0.058545 0.0613464 0.037583 0.0305726 0.0276333 0.025793 0.0253649 0.0251217 0.0366259 0.0245542 0.0244343 0.0243246 0.0352079 0.0246129 0.024141 0.0251609 0.0249816 0.0384551 0.0463392 0.0273447 0.0280543
threshold=0.11690500000000002 0.10252500000000002 -0.40274499999999996 -1.0000000180025095e-35 0.16773500000000005 -0.13843999999999998 0.054835000000000009 1.0000000180025095e-35 -0.11013499999999998 -0.018869999999999994 0.083345000000000016 -0.0077799999999999996 -0.083859999999999976 0.087695000000000009 0.10240500000000001 -0.04890499999999999 0.099185000000000009 -0.14792499999999997 0.13173000000000004 -0.088854999999999976 0.092860000000000012 0.11395000000000001 0.088940000000000005 0.087505000000000013 -0.0074849999999999995 0.088465000000000002 -0.018494999999999998 0.084100000000000022 0.085250000000000006 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 15 -3 7 8 9 -5 11 -11 -10 16 18 -4 17 -14 19 -7 21 22 23 24 25 26 27 -19 -29 -30
right_child=2 5 4 6 -6 14 -8 -9 12 10 -12 -13 13 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.002785771074931978 0.006653695328471561 0.0033125737221780583 0.0051227332808349915 -0.0005409501027315855 -0.001550221099473891 0.0035538399109133973 0.0079147569991288372 0.0095817541188028248 0.0027699670940637589 0.0050640018058142498 0.003173293503995582 0.010343915245567378 0.0097323360770721658 0.0056380223580949204 0.0023432476235733879 0.0024709320120115692 0.0032377490191720427 0.0014978473436915213 0.0022307648595112067 0.0058470110920682272 0.0098169595049694188 0.0023423891122960907 0.0032571899316584073 0.0098533776899178832 0.0067753147088352632 0.0023016865972591487 0.0097025022397495136 0.0083243019205543247 0.0034071091532019808 0.0078835774523516502
leaf_weight=41 27 152 41 22 21 54 88 21 30 28 74 26 34 1002 31 300 24 27 24 333 20 22 24 21 489 23 22 37 42 21
leaf_count=41 27 152 41 22 21 54 88 21 30 28 74 26 34 1002 31 300 24 27 24 333 20 22 24 21 489 23 22 37 42 21
internal_value=0 0.00560938 0.00282367 0.00587286 0.002538 0.00466103 0.00593322 0.00584642 0.00580696 0.00422438 0.00504342 0.00760618 0.00593612 0.00598865 0.00512475 0.00278977 0.00642455 0.00652236 0.00533455 0.00552703 0.00637645 0.00628193 0.00640469 0.00651545 0.00640941 0.00536912 0.00584262 0.00517397 0.00616653 0.00489927
internal_weight=0 2732 389 2138 362 594 2097 2009 1988 150 128 54 1838 1808 442 341 806 782 411 387 748 728 706 682 661 172 149 127 100 63
internal_count=3121 2732 389 2138 362 594 2097 2009 1988 150 128 54 1838 1808 442 341 806 782 411 387 748 728 706 682 661 172 149 127 100 63
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 2 150 43 0 14 2 1429 2 4 12 12 50 1 11 475 1 0 2 39 43 1 52
split_gain=11.1569 1.34278 1.15418 0.690665 0.585232 0.545851 0.44005 0.376664 0.368027 0.325882 0.267534 0.244837 0.221139 0.16155 0.128999 0.122567 0.130454 0.156397 0.121795 0.118387 0.111371 0.111091 0.101426 0.0933366 0.0921305 0.0860709 0.0831979 0.0774328 0.083055 0.0769619
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.097070000000000004 -1.0000000180025095e-35 0.10803500000000001 1.0000000180025095e-35 -0.04890499999999999 -0.23194499999999998 0.076175000000000007 0.13501500000000002 -0.015219999999999999 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 0.087695000000000009 0.041865000000000006 0.12958500000000003 0.076160000000000019 -0.066784999999999983 0.12000500000000001 -0.04917499999999999 0.10774000000000002 0.096625000000000016 -0.14792499999999997 0.088770000000000016 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 11 7 12 23 20 10 -6 -1 18 22 -2 16 -13 -18 27 -7 -9 -20 -8 -3 -16 29 -10 -4 -29 -12
right_child=1 5 6 -5 9 19 13 8 26 -11 25 15 -14 -15 24 -17 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00082712211179648278 0.00071789136757400152 0.00032833554691428108 0.00080340918372659128 0.00033918241273106395 0.00040665526056666255 0.00013233205490190247 0.00069575900049028544 0.00063574784925064722 0.00035426836210151937 0.00039929965874952491 0.00070763851515395402 0.0007133060805395204 0.00080467157239011856 0.00048808605071092069 0.00058500662797484487 0.0005375986055227716 0.00065850116198878407 0.00044557889636491195 0.00066522123494431294 0.00028353026421209674 0.00043357908944873246 0.00052089733006406558 0.00061033375543546767 0.00018554497828728682 0.00043668020255759315 0.00049528053132982374 0.00023828040470921403 0.00069641874955263141 0.00057900237905628539 0.00057897821345959794
leaf_weight=22 22 24 25 74 36 85 63 22 132 96 33 56 54 37 69 62 36 21 870 26 20 21 352 66 21 21 29 663 24 39
leaf_count=22 22 24 25 74 36 85 63 22 132 96 33 56 54 37 69 62 36 21 870 26 20 21 352 66 21 21 29 663 24 39
internal_value=0 0.000348316 0.000647733 0.000486177 0.000554127 0.000284846 0.000666463 0.000329207 0.000376018 0.000485802 0.000550176 0.000632163 0.000681256 0.000612233 0.000583298 0.000607654 0.000646091 0.000580056 0.000677098 0.000167748 0.000539477 0.00066182 0.000623302 0.000223622 0.000550397 0.000605732 0.000333376 0.000696218 0.000692317 0.000637948
internal_weight=0 590 2531 186 422 404 2109 293 203 225 129 197 1657 452 112 175 113 57 1603 111 42 891 415 90 90 93 161 712 687 72
internal_count=3121 590 2531 186 422 404 2109 293 203 225 129 197 1657 452 112 175 113 57 1603 111 42 891 415 90 90 93 161 712 687 72
is_linear=0
shrinkage=0.00196078


Tree=7211
num_leaves=31
num_cat=0
split_feature=1 12 15 46 3 2 133 10 4 0 0 12 43 0 0 474 4 1 48 3 42 50 13 3 0 1454 1446 16 484 2
split_gain=0.261705 0.0462463 0.0483611 0.0477351 0.0462582 0.0430413 0.0419852 0.0549685 0.0359053 0.0669672 0.0396851 0.0349283 0.0349203 0.036503 0.0385882 0.0283109 0.0272817 0.0268884 0.0262274 0.0224367 0.0214671 0.0212809 0.0210491 0.0319591 0.0320567 0.0331364 0.0516782 0.0416359 0.0364413 0.0327721
threshold=0.11146500000000002 0.078300000000000008 0.035560000000000008 0.084955000000000017 0.12178000000000001 0.13622000000000004 0.089200000000000015 0.10223 -0.17966999999999997 -0.071924999999999989 -0.13027499999999997 -0.042789999999999988 0.084740000000000024 -0.019414999999999998 -0.097024999999999986 0.083260000000000015 0.053180000000000012 0.085760000000000017 0.016865000000000002 -0.012939999999999998 0.090545000000000014 0.086295000000000011 -0.083764999999999992 -0.14477499999999996 -0.057069999999999989 0.083800000000000013 0.083715000000000026 -0.021269999999999997 -0.081614999999999979 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 12 -1 10 15 -11 13 14 -2 17 22 -10 -19 -8 -16 -7 23 -3 25 26 29 -28 -29 -25
right_child=5 16 -4 -5 -6 21 19 -9 9 11 -12 -13 -14 -15 20 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0063784397634588279 0.0035591362407431009 0.0091748743640402194 0.0075530241630127979 0.009004099655430765 -0.00014408839397219708 0.0012143286185766241 0.0029145788086856147 -4.4983880663359606e-05 0.0075795774720609195 0.003136788392200684 0.006263464971771944 -0.0014017942959132295 0.0077891044422358398 0.0016381370357161952 0.0084572972526957262 0.00016532882116734982 0.0047871120764299488 0.0013331629540438632 0.004648359993783136 -0.0012610797198827973 0.0051578671638188621 0.0038201907090274845 0.0056863140248356193 0.0058869493352299747 0.0029764964486119049 0.0034672521520406011 0.0065629875072493009 0.0082920052026483147 0.014189876472810285 0.0093238332696879908
leaf_weight=73 100 39 53 21 24 133 31 27 20 39 97 30 32 43 33 20 244 35 75 22 49 41 1295 369 29 36 39 22 20 30
leaf_count=73 100 39 53 21 24 133 31 27 20 39 97 30 32 43 33 20 244 35 75 22 49 41 1295 369 29 36 39 22 20 30
internal_value=0 0.00558029 0.00470141 0.00435317 0.00411668 0.00310559 0.00376506 0.00424724 0.00437956 0.00391779 0.00468721 0.00116349 0.00469818 0.00425858 0.00487769 0.00366791 0.0057819 0.00420676 0.00359352 0.00118129 0.00648569 0.00182835 0.00591108 0.00640948 0.00621159 0.00639341 0.00661287 0.00891578 0.0111005 0.00614536
internal_weight=0 2610 487 434 413 511 337 284 389 316 247 69 257 225 182 150 2123 130 110 53 82 174 1879 584 545 516 480 81 42 399
internal_count=3121 2610 487 434 413 511 337 284 389 316 247 69 257 225 182 150 2123 130 110 53 82 174 1879 584 545 516 480 81 42 399
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 2 1 1 2 49 2 150 1 50 40 4 2 43 1 47 2 1 2 133 15
split_gain=6.12644 1.04503 0.576174 0.437362 0.392909 0.356281 0.269381 0.264263 0.24052 0.202206 0.178188 0.173784 0.121153 0.145607 0.110894 0.0901161 0.085741 0.0789689 0.0755754 0.0680948 0.0672061 0.0750199 0.063104 0.062954 0.0597074 0.0553387 0.0546773 0.0585433 0.049352 0.0477437
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.13501500000000002 0.09253500000000002 0.089625000000000024 0.090425000000000019 -0.054984999999999992 -0.0091949999999999983 1.0000000180025095e-35 0.11654500000000001 0.041865000000000006 -0.077474999999999988 -0.55119499999999988 0.092365000000000017 -0.078139999999999973 0.097525000000000014 0.091680000000000011 0.31358000000000003 0.13075500000000004 0.11411 -0.083244999999999986 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 19 -8 12 -9 16 -4 20 15 -2 -14 23 22 25 -3 -1 29 -11 -7 -16 -6 27 -5 -23 -22
right_child=1 4 11 26 18 10 7 9 -10 17 -12 -13 13 -15 24 -17 -18 -19 -20 -21 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064216494400870993 0.00035152764417682053 0.0002467226461632877 0.00047891263311864183 0.00041340731786969218 0.00014951022242907494 0.00047948590112321888 0.00048848631067408455 0.00044663965216829997 0.00063764272624297126 0.00022441398017385505 0.00035702247413033555 0.00030496814457767484 0.00038845873813367967 0.00036512433558909821 0.00054254545721211882 0.0005162408142344616 0.00037481889780470332 0.00021892588282478791 0.00023893375931410217 0.00014225649650777522 0.00060632495182182859 0.00045020985966627569 0.00033192355502915824 0.0005472055700260634 0.00045540601302318376 3.8366985820793838e-05 0.00021920346691474025 0.00028499633976566903 0.00051666222347968743 0.00053742789933614672
leaf_weight=22 23 47 34 21 61 301 30 28 79 29 48 63 23 31 62 274 26 75 26 49 40 53 76 64 59 24 24 39 227 1163
leaf_count=22 23 47 34 21 61 301 30 28 79 29 48 63 23 31 62 274 26 75 26 49 40 53 76 64 59 24 24 39 227 1163
internal_value=0 0.000302798 0.000514034 0.000410742 0.000247492 0.000520144 0.00028108 0.000316446 0.00053171 0.000291632 0.000469769 0.000365938 0.000527145 0.000492998 0.000476333 0.000506345 0.00048361 0.00026752 0.000146425 0.000193401 0.000534587 0.000532991 0.00030223 0.00049136 0.000500056 0.000118129 0.000298301 0.00032994 0.000504084 0.000539719
internal_weight=0 673 2448 228 445 2351 334 238 1912 208 439 97 1833 328 144 297 391 180 111 96 1505 1483 105 365 121 85 84 60 280 1203
internal_count=3121 673 2448 228 445 2351 334 238 1912 208 439 97 1833 328 144 297 391 180 111 96 1505 1483 105 365 121 85 84 60 280 1203
is_linear=0
shrinkage=0.00196078


Tree=7213
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 4 2 14 48 4 1 3 4 1 0 1 12 47 160 131 1 0 49 16 1420 16
split_gain=19.7162 3.10435 1.96987 1.67057 1.05731 0.963404 0.57908 0.530028 0.525226 0.446141 0.38657 0.351429 0.260419 0.254068 0.238536 0.224728 0.157796 0.188814 0.201743 0.146594 0.159614 0.136529 0.131154 0.122516 0.134807 0.109907 0.102406 0.100437 0.0918406 0.110975
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.14285500000000004 0.062655000000000016 -0.015314999999999997 0.27834500000000006 0.085110000000000005 -0.11171999999999999 -0.013125 0.075045000000000014 -0.038659999999999993 0.093100000000000002 0.090285000000000018 0.090100000000000013 -1.0000000180025095e-35 0.082750000000000004 0.15799000000000005 -0.098289999999999975 -0.053364999999999996 -0.088909999999999989 -0.080064999999999983 0.0073350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 11 10 -5 12 -6 13 14 -7 -4 28 -16 17 18 -14 20 -18 -3 -15 24 -12 27 -9 -17 -1 -30
right_child=1 2 6 7 9 8 -8 26 -10 -11 23 -13 16 22 15 25 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011281556560802605 0.00097271037658121457 0.00054753487143680273 0.00058305527948876944 0.00090900816736611803 0.00089401682950422526 0.00075093385976514001 0.00064604141106350309 0.0006782407536157413 0.00070184626251758417 0.00060882522730655922 0.00030262764791080864 0.0011468850250563841 0.00096149669010557376 0.00052037722712346146 0.00075673297193704862 0.00081825560347281679 0.00097853792211785302 0.001038049432954639 0.00081974518376593897 0.00076713498219165932 0.00088367299097102535 0.00068411642837156079 0.00035691967439513558 0.00042568651447985687 0.00011927973066850536 0.00098097501930876968 0.00051963276017590748 0.00097642272529447293 0.0010174249164572751 0.0009519436696664291
leaf_weight=26 71 191 39 34 71 30 37 34 41 30 58 62 240 25 20 33 107 99 46 27 188 33 77 20 21 399 29 29 892 112
leaf_count=26 71 191 39 34 71 30 37 34 41 30 58 62 240 25 20 33 107 99 46 27 188 33 77 20 21 399 29 29 892 112
internal_value=0 0.000584938 0.000539204 0.000963882 0.000642754 0.000974286 0.000417711 0.000711709 0.000917847 0.000809306 0.00038251 0.0010022 0.000929863 0.00044845 0.000996264 0.000960213 0.000937456 0.000964245 0.000938697 0.000905425 0.000918082 0.000567656 0.000396983 0.000288596 0.00025389 0.000969041 0.000605231 0.000892237 0.0010131 0.00101012
internal_weight=0 673 602 2448 325 2351 277 97 778 101 240 1573 737 141 1511 481 707 385 286 322 295 224 102 99 79 461 63 62 1030 1004
internal_count=3121 673 602 2448 325 2351 277 97 778 101 240 1573 737 141 1511 481 707 385 286 322 295 224 102 99 79 461 63 62 1030 1004
is_linear=0
shrinkage=0.00196078


Tree=7214
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 376 1 4 47 13 14 3 14 2 1 34 13 4 42 15 48 16 43 13 4 4 13 43
split_gain=13.7711 1.67064 1.61863 1.22225 0.879029 0.670064 0.619235 0.455894 0.424426 0.410609 0.402457 0.368058 0.299624 0.471867 0.298732 0.25968 0.254516 0.251606 0.214171 0.182097 0.137742 0.118946 0.116852 0.101383 0.0994958 0.0970383 0.0916914 0.0910011 0.0856301 0.0845945
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.13712500000000002 0.10803500000000001 0.080200000000000007 0.09253500000000002 -0.072334999999999997 0.13082500000000002 -0.078279999999999975 -0.10708499999999999 0.092670000000000016 0.076175000000000007 0.14285500000000004 0.10124500000000002 -1.0000000180025095e-35 -0.15078499999999997 0.27834500000000006 0.086555000000000007 -0.12563999999999997 0.092680000000000026 0.11346000000000002 -0.080324999999999994 -1.0000000180025095e-35 -0.0035949999999999997 -0.03898999999999999 -0.012119999999999997 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 6 5 9 7 -3 -4 14 15 20 -13 16 18 17 21 -5 -1 -19 -11 -14 -20 -7 28 -21 29 -2 -10 -23
right_child=1 3 8 10 -6 23 -8 -9 24 11 -12 12 13 -15 -16 -17 -18 19 22 25 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005949973592571183 0.00083640853434086883 0.00067901417066615626 0.00070545565543187123 0.00020247447020364093 0.00049365279283009327 0.00045306300649455947 0.00040928978406215691 0.00037426218083676168 0.00058457229623830168 0.00081545927223631112 0.00049734869289760843 0.0009260913522894386 0.00081273177693723473 0.00045262638781132626 0.00094558390813758602 0.00019243660280645147 0.00056456200340214901 0.00050093278838960712 0.00080311592053981156 0.00026642072209438614 0.00075596778501510681 0.0007834985676477207 0.00065526357329303588 0.00063556995701024882 0.00032732537612805958 0.00042903083563546615 0.00069362210968969696 0.00067223505179087322 0.00042619482246266695 0.00071577523112708685
leaf_weight=20 27 77 34 45 45 25 162 25 21 308 34 26 63 26 54 99 37 32 962 43 291 128 21 22 21 21 233 25 35 159
leaf_count=20 27 77 34 45 45 25 162 25 21 308 34 26 63 26 54 99 37 32 962 43 291 128 21 22 21 21 233 25 35 159
internal_value=0 0.000421869 0.00075452 0.00038943 0.00076514 0.000770284 0.000484642 0.00060432 0.000522992 0.000774964 0.000297693 0.000751216 0.000719714 0.000711407 0.000803519 0.000269409 0.00072226 0.000323453 0.00079587 0.000380162 0.000786558 0.000732268 0.000799957 0.000538492 0.000442424 0.000319777 0.000722519 0.000757479 0.000485586 0.000745979
internal_weight=0 590 2531 538 2420 2375 264 102 111 2328 274 1271 672 646 1057 240 620 141 1003 96 599 583 983 47 77 64 520 52 56 287
internal_count=3121 590 2531 538 2420 2375 264 102 111 2328 274 1271 672 646 1057 240 620 141 1003 96 599 583 983 47 77 64 520 52 56 287
is_linear=0
shrinkage=0.00196078


Tree=7215
num_leaves=31
num_cat=0
split_feature=1 4 123 155 2 457 150 0 391 0 2 13 3 4 132 43 12 12 2 160 13 374 52 16 1 52 401 4 13 2
split_gain=0.377753 0.0643416 0.054601 0.0457223 0.0368691 0.0416464 0.0361438 0.0358778 0.0358266 0.0356821 0.0300311 0.0287934 0.0373711 0.0273814 0.0297574 0.0319233 0.0654119 0.0350753 0.0301147 0.0273727 0.0270668 0.0263185 0.0261871 0.0480944 0.0713386 0.0260991 0.0244511 0.0241883 0.0261589 0.0241601
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.10158500000000002 0.089885000000000007 0.10487 0.084680000000000019 -0.026509999999999995 -1.0000000180025095e-35 -0.14051499999999997 0.25063000000000007 0.10820000000000002 -0.12018999999999998 0.04735000000000001 0.089075000000000015 0.0010100000000000003 0.090840000000000018 0.090545000000000014 0.093840000000000021 -0.059339999999999997 -0.10278499999999999 1.0000000180025095e-35 0.4002400000000001 -0.059624999999999991 0.095285000000000022 -0.088614999999999985 0.085900000000000018 1.0000000180025095e-35 0.095710000000000017 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 20 8 7 9 -6 -2 11 12 -3 14 15 17 -17 27 -18 -16 -1 25 -22 -24 -25 -4 -14 28 -10 -27
right_child=1 10 21 -5 5 -7 -8 -9 13 -11 -12 -13 26 -15 19 16 18 -19 -20 -21 22 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=0.0092147956016318255 0.0020043997003813276 0.0064962202272213559 0.0082721127743792273 0.009272218379192055 0.0022491678874939683 0.0018302125670015814 0.0027741871754075461 0.0019727606395328486 0.0076944355038496481 0.006543906196562011 -0.00063808444295621785 4.1924690367523003e-05 0.0032862793118365735 0.0056360311743276275 0.0021850298656014883 0.00050505092804087326 0.009260738022964109 0.0067067945675344997 0.0058269800056818775 0.0062438891727382463 0.007157339016813407 0.0014978725886480376 0.0081200789065203737 -0.00092096233063123441 0.0067503071010664665 0.0014451325905974954 -0.00041133869905024773 0.011740648597478868 0.011513181924819947 0.0055038025962527506
leaf_weight=60 20 34 23 22 20 20 81 27 174 129 24 28 169 256 24 20 33 264 113 54 1284 22 36 22 27 20 20 20 20 55
leaf_count=60 20 34 23 22 20 20 81 27 174 129 24 28 169 256 24 20 33 264 113 54 1284 22 36 22 27 20 20 20 20 55
internal_value=0 0.0038269 0.00670617 0.00489683 0.0068083 0.00634841 0.00452228 0.0053268 0.00643895 0.00593458 0.0027414 0.00306454 0.00344406 0.00652463 0.0068397 0.00706313 0.0058684 0.00747804 0.0066031 0.00499501 0.00713592 0.00462353 0.00704481 0.00534494 0.00330606 0.00532521 0.002895 0.00842948 0.00808812 0.00442149
internal_weight=0 554 2567 279 2447 1018 257 176 998 149 275 251 223 978 722 644 166 478 146 78 1429 120 1369 85 49 98 189 214 194 75
internal_count=3121 554 2567 279 2447 1018 257 176 998 149 275 251 223 978 722 644 166 478 146 78 1429 120 1369 85 49 98 189 214 194 75
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=31
num_cat=0
split_feature=1 3 39 4 48 147 13 2 12 13 3 132 2 4 13 391 132 3 39 0 0 123 12 4 2 12 479 4 52 159
split_gain=0.311757 0.0731307 0.0516282 0.0380409 0.0374239 0.0454375 0.036053 0.0352279 0.0345861 0.0337657 0.0327428 0.0300227 0.0506841 0.0382631 0.0296292 0.0273906 0.0273853 0.0312297 0.0257072 0.025505 0.0243794 0.023391 0.0224852 0.0260874 0.0224379 0.024186 0.0268578 0.0266201 0.0223649 0.0414891
threshold=0.10337500000000001 0.31299000000000005 0.087735000000000021 0.40124500000000002 -0.081134999999999999 0.099730000000000027 -0.11122999999999998 0.090175000000000019 -1.0000000180025095e-35 0.10820000000000002 0.13524500000000003 0.082230000000000011 0.11215000000000001 0.40945500000000007 -0.11122999999999998 -1.0000000180025095e-35 0.10512500000000001 0.42240500000000009 0.085425000000000015 -0.099059999999999995 -0.11242999999999999 0.084025000000000016 -0.10022999999999999 -0.010655 0.14122000000000004 0.095780000000000018 0.07839500000000002 -0.50940999999999981 0.4002400000000001 -0.46267499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 6 19 14 18 10 11 12 20 -14 -1 -9 17 -3 -8 -6 -10 24 -4 -24 25 26 27 -17 -16 -30
right_child=1 16 22 -5 5 -7 8 15 9 -11 -12 -13 13 -15 28 21 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0088886258521411864 0.0090030107158236197 0.0016030421751030888 0.0058964113378897308 0.0019826836946859575 0.0043844427826115863 4.2267642094798033e-05 0.00029695550303744238 0.0020242510316893459 0.0027261015345257794 0.0024176842925468615 0.0025202229246497156 0.0028952705977565571 0.012457330804318191 0.0069956208780961888 0.0064818366437023383 0.0090865110197374897 0.0042220887441308825 -0.0028922253375640141 0.0047737403162594503 -0.0003875932667315716 0.006310535264998654 0.0034873929830419636 0.0047810369948445659 0.00164595144417922 0.0035916770808398727 0.0052999718842054898 0.0096737203207643077 0.006060432887450908 0.0070629150336104871 0.0023272497491357296
leaf_weight=49 20 68 20 22 24 21 23 20 22 30 25 23 23 29 1314 31 27 20 29 21 138 43 34 121 41 318 24 467 37 37
leaf_count=49 20 68 20 22 24 21 23 20 22 30 25 23 23 29 1314 31 27 20 29 21 138 43 34 121 41 318 24 467 37 37
internal_value=0 0.00374715 0.00418788 0.00612189 0.00477956 0.00457253 0.00481835 0.00616013 0.00516847 0.0055943 0.00596083 0.00632686 0.00669915 0.00941138 0.00647189 0.00568556 0.00143616 0.00058139 0.00279362 0.00215749 0.00581768 0.00576481 0.00274082 0.00233365 0.00587596 0.00598746 0.00640627 0.0062488 0.00638658 0.00469508
internal_weight=0 718 603 2403 428 408 387 2381 342 290 260 235 212 52 1437 944 115 88 52 45 160 924 175 155 881 840 522 498 1388 74
internal_count=3121 718 603 2403 428 408 387 2381 342 290 260 235 212 52 1437 944 115 88 52 45 160 924 175 155 881 840 522 498 1388 74
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=31
num_cat=0
split_feature=1 2 133 10 9 156 0 14 52 4 2 16 15 133 13 133 52 52 52 15 1212 156 160 457 3 3 1 9 457 160
split_gain=0.252523 0.062472 0.0503728 0.0532015 0.03444 0.0333205 0.0319842 0.0412552 0.0365609 0.0308131 0.0285346 0.0274533 0.0273337 0.025273 0.0409762 0.0298015 0.041425 0.0285495 0.0340586 0.0339737 0.0269814 0.0315515 0.0274187 0.030722 0.0284574 0.0667025 0.0311478 0.0250956 0.0259226 0.0233616
threshold=0.10337500000000001 0.11548000000000001 0.086990000000000012 0.094860000000000014 1.0000000180025095e-35 0.10339000000000002 -0.0058249999999999994 -0.072219999999999993 -1.0000000180025095e-35 0.40124500000000002 0.090175000000000019 -0.097644999999999996 -0.026084999999999994 0.017095000000000003 -0.16152999999999998 0.087985000000000022 -0.099454999999999974 -0.04127999999999999 -1.0000000180025095e-35 -0.074054999999999996 0.086310000000000012 0.11386000000000002 1.0000000180025095e-35 0.083570000000000019 -0.14186499999999996 -0.10831999999999999 0.089770000000000016 -1.0000000180025095e-35 0.045365000000000009 0.030480000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 27 6 7 8 -3 10 11 -1 -9 14 -12 16 -15 19 -19 29 21 22 24 -24 -16 -26 -27 -2 -29 -17
right_child=1 5 -4 -5 -6 -7 -8 12 -10 -11 13 -13 -14 15 20 17 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0071146290873199377 0.0017968569155782461 0.0015340950689278544 0.0018973549182491401 0.00082527351796670703 0.0090192570306715514 0.0051825852555755 -0.0011751876670556766 0.0020943476034480392 0.0065728933278781671 0.0017844152552160351 0.0005034087731948365 0.0056765987809755001 -0.0011731814033532095 0.010723897127434613 0.0062160483453162878 0.0082747727547856902 0.0059905579923381575 0.009484042061249847 0.0054440199144495036 0.0023273036949771654 0.0071840094090227721 0.0076566579781713025 0.0065999109888859198 0.0024750129642400324 -0.0021079067746177316 0.0043066157637413867 0.00042564339490364431 0.0054787311426735602 0.0023517830452571315 0.0036117808460923179
leaf_weight=148 25 24 79 32 21 35 30 147 36 22 23 1289 31 25 43 22 71 23 225 61 44 31 84 23 20 205 23 228 30 21
leaf_count=148 25 24 79 32 21 35 30 147 36 22 23 1289 31 25 43 22 71 23 225 61 44 31 84 23 20 205 23 228 30 21
internal_value=0 0.00337243 0.00416947 0.00470369 0.00511194 0.00228078 0.00190182 0.00228968 0.00455737 0.0055097 0.00554412 0.0058247 0.00152528 0.005117 0.00462526 0.00566143 0.0072232 0.0052355 0.0058187 0.00384479 0.00482568 0.0045838 0.00434446 0.00571325 0.00384116 0.00342939 0.00391511 0.004822 0.00511513 0.0059975
internal_weight=0 718 415 336 304 303 268 238 60 2403 2381 1437 178 944 496 448 96 352 248 104 473 429 398 107 291 248 228 283 258 43
internal_count=3121 718 415 336 304 303 268 238 60 2403 2381 1437 178 944 496 448 96 352 248 104 473 429 398 107 291 248 228 283 258 43
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 475 3 151 147 3 12 3 4 150 42 4 39 3 1 16 1 12 43 0 151 3 1456 52 12 15 13
split_gain=0.208527 0.065721 0.0480512 0.051884 0.0357773 0.0340565 0.0381298 0.0412651 0.0297231 0.0320886 0.0271938 0.0239819 0.0231788 0.0230561 0.032813 0.0242697 0.0227816 0.041699 0.0222362 0.0340586 0.0251189 0.0272344 0.021152 0.0360695 0.0292741 0.025829 0.0290959 0.0324039 0.0398107 0.0271285
threshold=0.12000500000000001 0.078300000000000008 -0.27302499999999996 -0.073404999999999984 -0.073994999999999991 0.12178000000000001 -0.098364999999999994 0.084575000000000025 0.30112000000000005 -0.42850999999999995 0.12745000000000004 0.053180000000000012 0.094365000000000018 -1.0000000180025095e-35 -0.020529999999999996 0.088655000000000012 -0.0063699999999999989 0.095950000000000021 0.058835000000000005 0.13146500000000003 0.11734000000000001 -0.067899999999999974 -0.089964999999999976 -0.086439999999999989 -0.045649999999999989 -0.079704999999999984 0.084735000000000019 0.085325000000000012 -0.020484999999999996 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 16 10 -10 12 22 18 -6 -15 -16 17 -8 20 -20 21 -2 23 -3 -24 -25 27 28 -27 -29
right_child=8 11 3 5 13 -7 7 -9 9 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 24 25 -26 26 -28 29 -30 -31
leaf_value=-0.00061952574178576476 0.0017401624230089887 0.0028175653750429665 -0.0012962467037141324 0.009374972023069859 0.0052093186169042301 0.0025675929701108428 0.005367239001983156 0.0018774619529722258 0.0031204775386654282 -0.000713349939810616 0.0052030357817114386 0.0041964974741909777 0.0052733843204686827 0.0050330945403894061 0.0025724644693008699 -0.00094911640127455553 0.0059092593457820402 -6.7537615541368731e-05 0.0060994798438278614 0.0013422174646299991 0.004137733509361914 -0.0017320467379397235 0.0050822683779058403 0.003440520035136225 0.0013239800336859412 0.005984077707398683 0.0050815337611129514 0.0081764567368240518 0.011160530387543333 0.0048836018813870341
leaf_weight=23 58 33 20 20 42 61 48 40 34 61 38 286 23 37 65 28 185 20 27 34 22 37 1585 28 21 24 80 44 39 58
leaf_count=23 58 33 20 20 42 61 48 40 34 61 38 286 23 37 65 28 185 20 27 34 22 37 1585 28 21 24 80 44 39 58
internal_value=0 0.00479918 0.0038611 0.00404317 0.00270691 0.00472917 0.00515044 0.00486208 0.00215503 0.000658757 0.00274978 0.00505056 0.00228599 0.00317239 0.0025143 0.0015122 0.00533395 0.00376878 0.00189997 0.00344789 0.00109294 0.000387828 0.00517831 0.00594029 0.00503313 0.00631776 0.00664659 0.0074054 0.00918855 0.00630405
internal_weight=0 2787 589 566 192 374 313 293 334 95 239 2198 201 172 130 93 253 68 178 61 117 95 1912 306 1606 273 245 165 63 102
internal_count=3121 2787 589 566 192 374 313 293 334 95 239 2198 201 172 130 93 253 68 178 61 117 95 1912 306 1606 273 245 165 63 102
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=31
num_cat=0
split_feature=1 2 48 123 295 4 3 13 149 15 48 0 43 2 147 160 1444 1429 15 11 484 51 1213 483 484 1372 131 0 0 3
split_gain=0.168907 0.0532341 0.0348295 0.0330336 0.0298146 0.0244166 0.0240757 0.0277378 0.0240665 0.0285561 0.0344822 0.0386548 0.0396214 0.0261875 0.0250656 0.0256996 0.0327089 0.0296371 0.0301872 0.0515138 0.0413995 0.0354451 0.035789 0.0321547 0.0261618 0.0258419 0.0288589 0.0255576 0.0249807 0.0277567
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 0.084000000000000005 -0.50427999999999995 0.30112000000000005 -0.47860499999999995 0.079000000000000015 -0.14712999999999996 0.084855000000000014 -0.082619999999999985 -0.080324999999999994 0.085105000000000014 0.089365000000000014 0.055845000000000006 -0.081774999999999987 -0.087914999999999979 1.0000000180025095e-35 0.078065000000000009 0.091180000000000011 0.11508500000000001 -0.080279999999999976 0.11494000000000001 0.082450000000000009 -0.065504999999999994 0.096455000000000013 -0.13843999999999998 -0.082844999999999988 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 8 -3 -2 -8 9 -1 14 13 -13 -12 15 16 -11 -18 20 23 21 22 -19 24 27 -24 -27 -20 -17 -30
right_child=6 2 -4 -5 -6 -7 7 -9 -10 10 11 12 -14 -15 -16 28 17 18 19 -21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0060473511260806844 0.0024748055784021522 0.0067056499895286467 -0.00059647226938977841 0.0013526636788523511 0.00080564866962266109 0.0037246500288745537 0.0020188580055089137 -0.0014546756601283471 0.0072313326688291622 0.0077452490962440935 0.0071582661398376032 -0.0011303197003572304 0.003901170176285287 0.0035693309706621768 0.0022492409413892101 0.006783971587362928 0.0077466564020141964 -0.00036633271723985673 0.0010922621330246329 0.009139493609277103 0.0066184034841474688 0.00042669630304718507 0.00069409361230614395 0.0011589313111751555 0.0076295010807613528 0.0039466914233926217 0.0077498228210190843 0.0047101825596227876 0.0029761800068081358 0.0066795661672265005
leaf_weight=120 239 29 20 57 21 523 56 39 34 31 24 34 29 133 44 106 27 20 20 26 48 34 23 26 30 400 21 823 50 34
leaf_count=120 239 29 20 57 21 523 56 39 34 31 24 34 29 133 44 106 27 20 20 26 48 34 23 26 30 400 21 823 50 34
internal_value=0 0.00431926 0.00350974 0.00364459 0.00455521 0.00388126 0.00193953 0.000592881 0.00459206 0.00454939 0.00445874 0.00327828 0.00118576 0.00411796 0.00460605 0.00466638 0.00453007 0.00446354 0.00440328 0.00475132 0.00381365 0.00354331 0.00377168 0.00462441 0.00472762 0.00395808 0.0041364 0.00462435 0.00576324 0.00447517
internal_weight=0 2787 629 609 2158 552 334 95 2137 2103 1983 220 63 157 1763 1719 1529 1498 1471 925 546 498 464 899 873 444 421 843 190 84
internal_count=3121 2787 629 609 2158 552 334 95 2137 2103 1983 220 63 157 1763 1719 1529 1498 1471 925 546 498 464 899 873 444 421 843 190 84
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 1 2 2 4 0 47 1 12 0 4 43 160 14 0 151 48 14 0 15 10
split_gain=30.108 5.07024 3.00564 2.63685 1.9069 1.75654 1.12324 1.0747 1.0159 0.937086 0.846971 0.556633 0.473741 0.5188 0.321748 0.282771 0.231693 0.266555 0.215936 0.206624 0.207312 0.204104 0.18572 0.178774 0.178568 0.164836 0.152471 0.179006 0.147736 0.142818
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.077845000000000011 0.089775000000000008 0.14753000000000002 0.40945500000000007 -0.22491999999999998 0.090100000000000013 0.085345000000000018 0.083310000000000009 0.18019500000000002 -0.013514999999999998 0.05259500000000001 -1.0000000180025095e-35 0.096015000000000017 -0.010949999999999998 -1.0000000180025095e-35 0.081805000000000017 -0.46166999999999997 -0.15350499999999997 -0.41942499999999994 -0.39453499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 11 -6 12 -5 16 13 -4 -13 26 -1 24 19 20 -16 -15 -9 -7 -18 -12 -3 -28 -14 -30
right_child=1 2 9 10 8 23 -8 22 -10 -11 25 14 28 21 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010790986540855395 0.0010455169818639031 0.00062915628514678234 0.00054204769137044856 0.00098903152246435132 0.00097090832784142288 0.00076558561799486388 0.00061706044205945296 0.0013172941426685177 0.00054055465847935552 0.00063188456746127218 0.0004534623850619396 0.00078972456859377753 0.00028705077209309037 0.00043410791810706301 0.0010580225230513868 0.00068615725395655388 0.0007604791754100168 0.0010442263682449867 0.0008020869682670808 0.00097388676767319084 0.00095452456628226912 0.0002399087917123687 0.0011136845085964677 0.00052436702753426759 0.00097869199661749194 0.00065468088863721854 0.00058567253574805863 0.00043227724919044731 0.00024186126716495548 3.7906451905572336e-05
leaf_weight=871 71 26 44 28 71 27 24 61 30 37 24 28 32 28 357 33 21 388 20 369 94 81 24 21 46 45 38 127 22 33
leaf_count=871 71 26 44 28 71 27 24 61 30 37 24 28 32 28 357 33 21 388 20 369 94 81 24 21 46 45 38 127 22 33
internal_value=0 0.000549946 0.000491499 0.00101822 0.000619407 0.0010313 0.00103903 0.00104348 0.000843081 0.000341426 0.000701408 0.0010351 0.000296647 0.000362338 0.000996495 0.000518554 0.00106037 0.0010245 0.00100339 0.0010083 0.00103645 0.000289795 0.0012598 0.000660052 0.000910297 0.000584692 0.000489596 0.000467605 0.000181121 0.000119488
internal_weight=0 673 602 2448 325 2351 2303 2279 101 277 97 2194 240 153 868 224 1326 455 840 820 451 109 85 48 67 69 191 165 87 55
internal_count=3121 673 602 2448 325 2351 2303 2279 101 277 97 2194 240 153 868 224 1326 455 840 820 451 109 85 48 67 69 191 165 87 55
is_linear=0
shrinkage=0.00196078


Tree=7221
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 1 14 2 2 2 4 1 0 50 51 12 4 12 1 457 2 1 1 0 3 0 12 150
split_gain=19.8687 3.35403 2.10644 1.92142 1.15071 0.883682 0.757513 0.745661 0.549717 0.520566 0.476688 0.38838 0.477474 0.314402 0.325148 0.278271 0.239438 0.209378 0.248442 0.190942 0.171448 0.155295 0.153545 0.150561 0.14112 0.139244 0.131989 0.122167 0.14875 0.114275
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088305000000000008 0.098630000000000009 0.40473500000000007 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.14122000000000004 0.10467500000000002 -0.15464999999999998 0.086920000000000011 -0.10607499999999999 0.086295000000000011 -0.085989999999999997 0.09141500000000001 -0.51843499999999987 0.096475000000000019 0.12040000000000002 0.080930000000000016 -0.0091949999999999983 0.11669000000000002 0.11910500000000002 -0.010949999999999998 -0.12018999999999998 0.14486500000000005 0.095565000000000011 0.084120000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 8 19 -5 13 20 21 -11 -13 17 29 -4 -14 18 -1 -6 -3 27 -16 -18 -8 -12 -19 28 -7 -15
right_child=1 2 15 7 6 10 24 -9 -10 11 25 12 16 14 22 -17 23 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011167584301209918 0.00086078522006055515 0.00041177077154729122 0.00015606497318095439 0.00080832339771684894 0.00087700124923922439 0.00086276637648461177 0.00053703258410583142 0.00044594854625359254 0.0010424696697139395 0.00069446746603509359 0.00069324387207863822 0.00073440405960176506 0.00021315294646603218 0.00078101089820199364 0.00070287947074260582 0.00037969763356226458 0.00048376036946810473 0.00070267187772330895 0.00089609412492985818 0.00068141808682452125 0.00024409687605072452 0.00063875267763876891 0.00085613071875142218 0.00036783875078380275 0.00031961964023317777 0.00046463895844770409 0.00085403937743344887 0.0006729405681393843 0.00078482742942476342 0.00059063587981609644
leaf_weight=20 76 37 103 34 28 172 24 61 76 27 21 20 20 22 27 27 112 24 1023 61 64 21 364 70 22 20 287 23 208 27
leaf_count=20 76 37 103 34 28 172 24 61 76 27 21 20 20 22 27 27 112 24 1023 61 64 21 364 70 22 20 287 23 208 27
internal_value=0 0.000472183 0.000424161 0.000848991 0.000483572 0.000860112 0.000637355 0.000575641 0.000879133 0.000424255 0.000783618 0.000472416 0.00044541 0.000872214 0.000826679 0.000202512 0.000416797 0.000887011 0.000900325 0.00074295 0.000305522 0.00080314 0.000845548 0.000439175 0.000433052 0.000581729 0.000842358 0.000811706 0.000820105 0.00067611
internal_weight=0 691 615 2430 485 2335 135 95 1870 350 465 249 222 1794 440 130 202 1354 1043 89 101 424 391 182 46 41 311 403 380 49
internal_count=3121 691 615 2430 485 2335 135 95 1870 350 465 249 222 1794 440 130 202 1354 1043 89 101 424 391 182 46 41 311 403 380 49
is_linear=0
shrinkage=0.00196078


Tree=7222
num_leaves=31
num_cat=0
split_feature=1 4 155 157 0 3 2 124 42 2 4 1446 43 4 42 42 376 48 43 402 16 13 131 42 2 457 42 1212 1204 133
split_gain=0.274193 0.0663684 0.0376529 0.0351527 0.0342284 0.0306908 0.0305348 0.0282148 0.0294264 0.0243796 0.0255571 0.0245137 0.056881 0.0290122 0.028498 0.0393197 0.0242831 0.0238452 0.0267933 0.0321372 0.0267444 0.0253678 0.0264413 0.0239115 0.0289054 0.0350797 0.0220525 0.0331451 0.0431408 0.0289618
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.22582000000000002 0.31299000000000005 0.25063000000000007 -0.076779999999999987 -0.0060199999999999993 0.13404500000000005 -0.082249999999999976 0.085640000000000008 -0.011244999999999998 -0.52556499999999995 0.085730000000000015 0.088915000000000008 0.084815000000000015 0.12118000000000002 -0.05647499999999999 0.089785000000000018 -0.50339499999999993 -0.012119999999999997 0.079610000000000014 0.091545000000000015 0.13622000000000004 0.091015000000000013 -0.015274999999999999 -0.069964999999999986 -0.082449999999999982 0.0068000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 16 17 8 -1 10 11 13 -13 -9 26 -16 -5 18 20 23 -3 22 -22 24 25 -20 27 -15 -29 -28
right_child=1 6 -4 5 -6 -7 -8 9 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0060256250724951563 -0.00032316622557118538 0.0042198851412687567 0.0064422281226143244 0.0047360872325129689 0.0015072200269926163 0.0016670048350836927 -0.0012108678575411128 0.0097447987003251926 0.0023782486289697278 0.0034012582715755948 0.0054743789859524605 0.00020093594101213273 0.0073993398322035444 0.0030487036886624993 0.010924015476785858 0.0064011079940348541 0.0016745863691100789 -0.00052095855377653306 0.006679869197678808 0.00015079945581965149 0.0037172090906936392 -0.0026515438882779565 -0.0011191496718674899 0.0013137664344092762 0.0022819671075251934 0.0020040403962844895 0.0055805798606739614 0.011095489794388414 0.006451098062521355 0.0018491002459389467
leaf_weight=37 20 24 61 243 21 48 24 25 55 48 1640 21 23 25 29 57 29 24 68 25 26 20 20 27 38 21 156 22 220 24
leaf_count=37 20 24 61 243 21 48 24 25 55 48 1640 21 23 25 29 57 29 24 68 25 26 20 20 27 38 21 156 22 220 24
internal_value=0 0.00329969 0.00415452 0.00374407 0.00552677 0.00399828 0.00221836 0.00556221 0.00384513 0.00563119 0.00567894 0.0062362 0.00396374 0.00641539 0.00625923 0.00792627 0.00440968 0.00249925 0.00276871 0.00347638 0.00136123 0.000321721 0.00161444 0.00401625 0.00459079 0.00557658 0.0059385 0.00651521 0.00687332 0.00508305
internal_weight=0 718 401 340 2403 320 317 2382 92 2290 2242 602 44 558 533 86 272 293 269 179 90 66 46 154 127 89 447 267 242 180
internal_count=3121 718 401 340 2403 320 317 2382 92 2290 2242 602 44 558 533 86 272 293 269 179 90 66 46 154 127 89 447 267 242 180
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 149 10 3 1375 49 2 14 47 1428 472 475 15 475 133 11 4 1446 0 3 3 130 4 394 4 4
split_gain=0.223562 0.0801968 0.0597368 0.0395579 0.0390158 0.0326016 0.0407513 0.0313121 0.0575811 0.0514308 0.0425328 0.0281096 0.0255101 0.0254037 0.0265257 0.0246259 0.0365052 0.0314047 0.0503666 0.0250024 0.0236464 0.0390846 0.0380043 0.030871 0.0494242 0.0414492 0.0681808 0.0308772 0.028238 0.0310603
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.07770500000000001 -0.079859999999999987 -0.07359499999999998 -0.22860499999999997 0.13087000000000001 -0.090999999999999984 0.018475000000000002 0.11043500000000002 0.08653000000000001 -1.0000000180025095e-35 -0.088274999999999978 -1.0000000180025095e-35 -0.085684999999999997 0.08622500000000001 0.095165000000000013 -0.085594999999999991 0.08393500000000001 -0.13843999999999998 -0.085384999999999975 -0.086049999999999988 0.0084900000000000028 -0.068329999999999988 -0.081984999999999988 -0.086849999999999997 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -2 12 -9 10 -10 -12 13 15 -15 16 -5 18 -17 20 21 28 -22 24 27 -25 -27 -24 29 -19
right_child=5 -3 -4 4 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 17 -18 19 -20 -21 22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0021018959798311701 -0.0011754377401815967 -8.5505255882515374e-05 0.0018785269065903357 0.0049122031442190442 0.0081797695197900269 0.0054129112777965413 0.0022711426052895453 -0.00091299466323107497 0.00064037401850024862 0.0012675819028582838 0.0047791141616969415 0.0079706849177078962 0.0032597920004798866 0.0049819738748483368 0.0094268641755755611 0.011293092052536933 6.688686350927405e-05 0.008885087398396406 0.0048991915736613535 0.0020921795098379683 0.0012429756900438895 0.0020992815300511819 0.0011672461485115651 0.0052555626484252077 0.00071779453180223593 0.011941098943352699 0.0048148832821833165 0.0049567773025553452 0.0080682549102609798 0.0053321959084785021
leaf_weight=48 39 33 65 48 38 28 285 20 24 45 570 29 68 25 29 22 23 28 28 26 26 24 23 837 34 25 29 330 69 203
leaf_count=48 39 33 65 48 38 28 285 20 24 45 570 29 68 25 29 22 23 28 28 26 26 24 23 837 34 25 29 330 69 203
internal_value=0 0.00481474 0.00487385 0.00494674 0.0049988 0.00213919 0.00185628 0.00495204 0.00437412 0.00453242 0.00476824 0.00493363 0.00516164 0.00523234 0.00736904 0.00516734 0.00334259 0.00524337 0.00771251 0.00516873 0.00521786 0.00598244 0.00502789 0.00510489 0.00435914 0.0054288 0.00811406 0.00470987 0.00629309 0.00576285
internal_weight=0 2769 2736 2671 2623 352 324 2585 688 668 623 599 1897 1829 54 1775 71 1704 50 1654 1628 324 1304 1278 387 891 54 353 300 231
internal_count=3121 2769 2736 2671 2623 352 324 2585 688 668 623 599 1897 1829 54 1775 71 1704 50 1654 1628 324 1304 1278 387 891 54 353 300 231
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 4 3 2 1 2 4 4 16 457 14 0 0 15 16 1 0 4 12 16 39 160 42 0 0 11
split_gain=14.5399 2.33845 1.50819 1.32274 0.807905 0.711248 0.584491 0.436667 0.408144 0.394269 0.477034 0.365731 0.328964 0.309666 0.328312 0.218015 0.132592 0.226261 0.174337 0.113292 0.109912 0.150738 0.113338 0.0965706 0.0960152 0.0951097 0.093579 0.0887057 0.0862024 0.085147
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.042705000000000007 -0.022174999999999997 0.13913500000000004 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.40124500000000002 -0.44310499999999992 0.29113500000000009 0.062655000000000016 -0.077639999999999987 -0.11173999999999999 -0.10469999999999999 -0.039889999999999988 0.16175000000000003 0.18019500000000002 -0.49405499999999997 0.08401500000000002 0.19444000000000003 0.087690000000000004 -1.0000000180025095e-35 0.086730000000000015 -0.06563999999999999 -0.13027499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 27 13 -5 10 24 12 28 14 15 16 17 -1 -19 -11 21 23 -23 -17 -4 -12 -18 -3 -7 -16
right_child=1 2 9 8 -6 11 -8 -9 -10 19 25 -13 -14 -15 29 20 26 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008055875684116401 0.00067779877507850872 0.000670850370113734 0.00046057310518001713 0.00062312392621046537 0.00032238826386911146 0.00080983065673951009 0.00034284254057920553 0.00040900281904374851 0.00035655297978975079 0.00014255857244762949 0.00028558160236190539 0.0003706303813001689 0.00057664808039194616 0.00046331659546356742 0.00072400449325269128 0.00085596161451882886 0.0007281625026874176 0.0004514301870729755 0.00068110934872594152 -1.4407850416798855e-05 0.00052271908623915096 0.00054598296535950076 0.00066379154084979892 0.00070764653100574798 0.00030509020218718371 0.0001437661381547942 0.00069269680931603229 0.00053102226975636603 0.00067697423181871722 0.00086796930273707847
leaf_weight=20 74 53 37 34 202 28 44 20 63 90 24 25 215 21 22 21 828 27 24 22 20 34 410 86 26 75 437 26 57 56
leaf_count=20 74 53 37 34 202 28 44 20 63 90 24 25 215 21 22 21 828 27 24 22 20 34 410 86 26 75 437 26 57 56
internal_value=0 0.000348959 0.000308335 0.000674379 0.000398674 0.000683637 0.000523957 0.000697297 0.00044999 0.00020118 0.000263024 0.000598486 0.000617474 0.000700171 0.000702677 0.000697577 0.000711283 0.000628831 0.000559514 0.000111726 0.000665508 0.000670691 0.00065477 0.000736755 0.000396406 0.000178146 0.000715911 0.000624831 0.000720739 0.000827364
internal_weight=0 673 599 2448 325 2351 123 2026 97 274 162 325 300 2006 1985 1907 1336 71 51 112 571 551 444 107 63 99 1265 79 85 78
internal_count=3121 673 599 2448 325 2351 123 2026 97 274 162 325 300 2006 1985 1907 1336 71 51 112 571 551 444 107 63 99 1265 79 85 78
is_linear=0
shrinkage=0.00196078


Tree=7225
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 1 2 2 1 1 2 2 47 14 4 2 475 2 34 4 150 4 1 1 0 49 12
split_gain=17.4377 2.82246 1.6869 1.49816 1.0001 0.973306 0.668305 0.559893 0.505639 0.463937 0.438204 0.334823 0.255049 0.380788 0.213499 0.170692 0.189774 0.163529 0.162608 0.149893 0.141552 0.218547 0.174802 0.111716 0.120799 0.118935 0.109976 0.104806 0.104714 0.103324
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.14122000000000004 0.15799000000000005 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.090100000000000013 -0.23083499999999998 -0.55119499999999988 0.089005000000000015 -0.066784999999999983 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 0.057560000000000007 0.076935000000000017 0.11654500000000001 -0.030209999999999997 -0.053364999999999996 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 15 12 11 -5 29 19 20 17 14 -14 16 -3 -1 -19 -6 21 -4 -23 24 25 27 -18 -21 -10 -7
right_child=1 2 7 8 10 9 -8 -9 28 -11 -12 -13 13 -15 -16 -17 26 18 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010116343042986288 0.00081007965870193903 0.0005461930728390751 0.00021146392574956436 0.00075683810790053293 0.00084456884539594831 0.00082654562734422229 0.0010167530127507861 0.00052062516390293185 0.00053082742312581487 0.0004198082345324794 0.00054147829042100904 8.4251084101467236e-05 0.00060704866098979166 0.0005355275829163049 0.00081224416628600271 0.00056252912908739364 0.00040749362959916407 0.00085226755563186461 0.00080857400725418071 0.00076900296349838163 0.00022020463460628519 0.00050209665427704264 0.00032176695283087634 0.00060652896463362857 0.00068832980097877962 0.00086705610476744228 0.0002780779569417446 0.00063990080671734494 0.00036726796380044674 0.0006792956933550071
leaf_weight=21 76 33 42 34 60 28 76 37 34 24 41 35 21 23 272 33 136 960 497 177 70 31 62 23 95 41 31 28 27 53
leaf_count=21 76 33 42 34 60 28 76 37 34 24 41 35 21 23 272 33 136 960 497 177 70 31 62 23 95 41 31 28 27 53
internal_value=0 0.000453599 0.000409546 0.000806603 0.000816423 0.000502511 0.000836658 0.000296109 0.00056523 0.000659251 0.000735046 0.000261496 0.000829029 0.000778467 0.000797537 0.000431877 0.00041032 0.000839839 0.000837363 0.000753763 0.000291758 0.000328859 0.000381877 0.000738795 0.000747717 0.000770651 0.00038347 0.000751369 0.000458432 0.000730197
internal_weight=0 691 615 2430 2335 338 1870 277 95 105 465 240 1794 316 293 233 200 1478 1457 424 205 135 93 364 341 246 167 205 61 81
internal_count=3121 691 615 2430 2335 338 1870 277 95 105 465 240 1794 316 293 233 200 1478 1457 424 205 135 93 364 341 246 167 205 61 81
is_linear=0
shrinkage=0.00196078


Tree=7226
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 10 2 4 13 1 16 160 457 1 0 2 52 1375 11 123 124 156 456 2 42 0 483 0 481 43
split_gain=0.297643 0.0718749 0.055117 0.0512885 0.0349891 0.0305343 0.0301097 0.0277365 0.0264298 0.0224213 0.0636886 0.0437033 0.0462677 0.030772 0.028424 0.0424662 0.0331483 0.0323322 0.025032 0.0222483 0.021412 0.022227 0.0258232 0.0209494 0.0219613 0.0595431 0.0342906 0.0463406 0.0575188 0.0324118
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 -0.062879999999999978 0.090175000000000019 0.41257000000000005 -0.11122999999999998 0.08864000000000001 0.31475000000000003 0.032695000000000009 0.080930000000000016 0.094825000000000007 0.062580000000000011 0.10672500000000001 0.090645000000000017 0.083945000000000006 1.0000000180025095e-35 0.11679000000000002 -0.087984999999999994 0.096220000000000014 0.091255000000000017 -0.090999999999999984 0.084835000000000008 -0.065229999999999996 0.041590000000000009 -0.085754999999999984 -1.0000000180025095e-35 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 19 6 -4 8 -2 -1 14 11 13 -13 -11 17 16 -16 18 -8 20 -3 22 -22 -10 -25 26 29 28 -28 -26
right_child=1 2 5 -5 -6 -7 9 -9 23 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0082339257845293959 0.0053664033612717925 0.006236656494438649 -0.002888491763068097 0.0080745867174118763 0.0016567974049724978 0.0014074104435843392 0.0053733735597413373 0.0029354018073718181 0.0028095279545099897 -0.0025580932164476033 0.0072553698252886536 0.0081854406255297361 0.0014648702084308579 0.002793601698199795 0.0022547936200031211 -3.414405206137377e-05 0.0075965358302570313 0.0092852065208084561 0.0087987532923844737 -0.00036962687503546478 0.0028700407151287682 0.0055032829876491352 -0.00069385685068978507 0.0062589176319209731 0.0062162724869233863 0.00034474030729721898 0.0094383794193466514 5.7215488050132995e-05 0.0027820165614898811 0.0030932032839498589
leaf_weight=49 176 20 21 20 22 78 705 64 22 21 40 20 21 22 21 23 26 23 22 20 268 29 22 797 432 22 21 24 34 36
leaf_count=49 176 20 21 20 22 78 705 64 22 21 40 20 21 22 21 23 26 23 22 20 268 29 22 797 432 22 21 24 34 36
internal_value=0 0.00330614 0.00259718 0.003146 0.0056265 0.000496158 0.00566318 0.00471814 0.0059514 0.00522443 0.00397117 0.00240727 0.0047432 0.000179983 0.00541395 0.00348679 0.0052098 0.00559381 0.00547703 0.00287143 0.00306264 0.00286364 0.00259968 0.00587082 0.00592013 0.00544558 0.00565074 0.00372364 0.00532354 0.00597604
internal_weight=0 718 478 379 2403 99 2381 240 1437 944 124 84 41 43 820 70 47 750 727 359 339 319 290 1388 1366 569 547 79 55 468
internal_count=3121 718 478 379 2403 99 2381 240 1437 944 124 84 41 43 820 70 47 750 727 359 339 319 290 1388 1366 569 547 79 55 468
is_linear=0
shrinkage=0.1


Tree=7227
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 47 4 1 14 4 2 2 4 1 16 2 0 475 1 160 2 131 2 3 4 150 159 2 481 15
split_gain=11.5985 1.56139 1.35397 0.782446 0.67366 0.471361 0.371661 0.362235 0.339004 0.294744 0.327185 0.273808 0.249477 0.220827 0.211908 0.197001 0.18007 0.149632 0.146722 0.126707 0.122632 0.109247 0.130209 0.105908 0.102085 0.102085 0.138669 0.203488 0.0965681 0.0822978
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.085055000000000006 0.12958500000000003 0.40124500000000002 0.09253500000000002 0.076175000000000007 0.36766000000000004 0.14285500000000004 0.14285500000000004 0.27834500000000006 0.089625000000000024 -0.040964999999999994 -1.0000000180025095e-35 -0.11991499999999998 -0.066784999999999983 0.104035 -0.067824999999999983 0.089005000000000015 0.082750000000000004 0.31358000000000003 -0.0025099999999999996 -0.041644999999999995 0.084680000000000019 0.076905000000000015 0.11263500000000001 -0.0066299999999999996 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 25 11 24 -4 13 10 17 12 -3 20 -7 -15 -17 -5 -19 -14 29 22 -13 -21 -6 26 27 -2 -22 -1
right_child=1 5 7 9 6 14 -8 -9 -10 -11 -12 21 19 15 -16 16 -18 18 -20 23 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082132791479428606 0.00062725564854499555 0.0004071049793067907 0.00062783141786956591 0.00072373938086123615 0.00076383891935442004 0.00030798902570366071 0.0003851976823703996 0.00038483408574979666 0.00082591631302009075 0.00043157160556606784 0.00045178876164317312 0.00016148305663215537 0.00035711286441825538 0.00050459747533056622 0.00057136916184152657 0.00052431964671567958 0.00067944504400073847 0.00063364128084069467 0.00046818248542447355 0.00026445149422036512 0.0007536933166918412 0.000276373204245579 -2.2400466579140401e-05 0.00012085446460154272 0.00060524435308025005 0.00032608358728169811 0.00034801399905577327 0.00039992475056408811 0.00067019985481043219 0.00071346004477072377
leaf_weight=28 24 43 34 68 20 23 29 77 77 33 39 57 23 33 24 32 285 325 22 39 60 20 20 40 71 64 52 41 474 944
leaf_count=28 24 43 34 68 20 23 29 77 77 33 39 57 23 33 24 32 285 325 22 39 60 20 20 40 71 64 52 41 474 944
internal_value=0 0.000365736 0.000671021 0.000680734 0.000464575 0.000262794 0.000578499 0.000459266 0.000698431 0.000610491 0.000623497 0.000227896 0.000281841 0.000693142 0.000442481 0.000648777 0.000663786 0.000639633 0.000623151 0.000229033 0.000703453 0.000147258 0.000113721 0.000191744 0.0006401 0.000389045 0.000423485 0.000483862 0.000679581 0.000716567
internal_weight=0 590 2531 2420 301 289 120 111 1933 487 454 242 145 1856 47 350 317 415 347 102 1506 97 77 79 91 181 117 65 534 972
internal_count=3121 590 2531 2420 301 289 120 111 1933 487 454 242 145 1856 47 350 317 415 347 102 1506 97 77 79 91 181 117 65 534 972
is_linear=0
shrinkage=0.00196078


Tree=7228
num_leaves=31
num_cat=0
split_feature=1 12 44 4 39 15 157 1 16 0 52 1 16 4 4 3 2 4 4 0 15 52 11 16 1 43 457 123 50 156
split_gain=0.297287 0.0832453 0.0518872 0.0483118 0.0520008 0.044164 0.0521824 0.0455248 0.0418608 0.0458371 0.0359829 0.0283677 0.0387283 0.0280226 0.0276238 0.0263101 0.0538539 0.0332002 0.0408368 0.0281646 0.0278749 0.0462913 0.0317839 0.0255365 0.025443 0.029973 0.0345211 0.0228414 0.0250516 0.031103
threshold=0.11846000000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.085425000000000015 0.035560000000000008 -0.078969999999999985 0.095950000000000021 -0.034884999999999992 -0.084804999999999978 -0.26636999999999994 0.15471500000000002 -0.11118499999999999 -0.00099499999999999979 0.053180000000000012 -0.13309499999999996 0.081685000000000021 -0.14098499999999997 -0.42529999999999996 -0.10474999999999998 0.040760000000000005 -0.066844999999999988 0.080455000000000013 0.23311500000000004 0.10658000000000002 -0.080554999999999974 0.085540000000000019 0.11679000000000002 0.086295000000000011 0.10339000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 23 6 -5 8 13 -10 -2 27 -13 -8 15 16 -3 18 -17 -19 21 -18 -22 -1 25 -9 -27 28 29 -12
right_child=10 14 -4 5 -6 -7 7 24 9 -11 11 12 -14 -15 -16 17 20 19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0097652669996023192 0.0060741745866835124 0.011174202357114365 0.008373610057751649 -7.0091241504997021e-05 0.0015629707556217909 0.006968386498959484 0.0004978439105408532 0.0036475195295578387 0.0096145523640602318 0.0041136031471458931 0.0018632460012461887 0.0025403335336595776 -0.0031455914962545809 0.004669814534819401 0.0047503526203217924 0.0056096967758127942 0.0065398330275638732 0.0020371673535555601 -0.00035211008973419668 0.0058123186493206861 0.0060783350831895532 0.0016827998808226906 0.011297850292176009 0.0059619623154182648 0.0036717376605317842 -0.0023570913420026675 0.0030433154304046186 -0.00050977122252030926 0.004778120108918908 0.0060050717178114612
leaf_weight=27 24 26 30 40 20 37 21 36 33 28 194 25 23 69 280 27 80 20 20 1662 28 26 20 51 133 29 20 24 48 20
leaf_count=27 24 26 30 40 20 37 21 36 33 28 194 25 23 69 280 27 80 20 20 1662 28 26 20 51 133 29 20 24 48 20
internal_value=0 0.00539684 0.00432493 0.00410166 0.00611206 0.00365992 0.00336062 0.00373251 0.00506711 0.00708953 0.00233415 0.00206541 -0.000184172 0.00369635 0.00567791 0.00581396 0.00696455 0.00569418 0.00307276 0.00576743 0.00625383 0.00534849 0.00825313 0.00727849 0.00280808 0.00145672 -0.000152844 0.00244296 0.00271344 0.00225033
internal_weight=0 2763 574 544 98 446 409 369 151 61 358 334 48 90 2189 1909 180 1729 47 1682 154 106 48 78 218 85 49 286 262 214
internal_count=3121 2763 574 544 98 446 409 369 151 61 358 334 48 90 2189 1909 180 1729 47 1682 154 106 48 78 218 85 49 286 262 214
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 51 4 1 14 2 2 4 1 0 457 16 2 123 16 2 1 10 1 475 47 4 0 4 11 15
split_gain=21.9596 3.5045 2.08591 1.87541 1.07318 0.920593 0.839679 0.740996 0.696057 0.551959 0.534125 0.486328 0.352824 0.326829 0.289736 0.263904 0.217581 0.20179 0.348519 0.165059 0.162453 0.16043 0.153555 0.143673 0.140416 0.141083 0.129545 0.126746 0.114579 0.113081
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 -0.24460499999999999 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.14960000000000004 -0.111605 0.089625000000000024 -0.10324499999999999 0.080930000000000016 0.10246000000000001 0.092365000000000017 0.10695000000000002 -0.39185999999999993 -1.0000000180025095e-35 0.13869000000000004 -0.38124499999999995 0.076935000000000017 -0.079029999999999975 0.078345000000000012 0.022185000000000003 0.13134000000000004 0.053180000000000012 0.075910000000000019 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 8 -3 -4 -5 12 11 14 -7 16 29 23 24 -1 18 -13 -15 -20 -11 -18 -6 25 -2 27 -25 -10 -14
right_child=1 5 6 7 10 9 -8 -9 28 21 -12 17 13 19 -16 -17 22 -19 20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00094686382285587235 0.00040032965402993372 0.00074220263928759331 0.00087145870735860797 0.00086546202798211804 0.00095480544538652397 0.0006201202962912765 0.00051490507367085302 0.00050628063878536663 0.0010009228996202058 0.00021090998900828684 0.00055037155399045618 0.00026927682918659226 0.0008160654293811496 0.00072954776367364742 0.00060990332096230748 0.00071847311750638718 0.00087456221274981414 0.00017353959113847203 0.00054129409036442644 0.00090281812579221096 0.0003471297483428631 -1.0407006039338953e-05 0.0010526672882192275 0.00087877393881613628 0.00059801043497856104 0.0005119849232169785 0.00069920007029876993 0.00079865785538958635 0.0011614797843827141 0.00061643303469359088
leaf_weight=1217 81 20 123 34 46 23 32 63 25 34 26 94 20 23 20 20 268 31 37 261 30 20 20 201 34 94 24 122 54 24
leaf_count=1217 81 20 123 34 46 23 32 63 25 34 26 94 20 23 20 20 268 31 37 261 30 20 20 201 34 94 24 122 54 24
internal_value=0 0.000499442 0.000622191 0.000899364 0.000910388 0.000336343 0.000797848 0.000632179 0.000930462 0.000306168 0.00082296 0.00035068 0.000922695 0.000864423 0.00084012 0.000503297 0.000935395 0.000318404 0.000346297 0.000888786 0.000454355 0.000128941 0.000886931 0.000851836 0.000482706 0.000460304 0.000838186 0.000848513 0.00111067 0.000707175
internal_weight=0 673 384 2448 2351 289 155 97 1912 269 439 215 1833 328 413 229 1505 192 161 284 67 54 288 393 209 175 347 323 79 44
internal_count=3121 673 384 2448 2351 289 155 97 1912 269 439 215 1833 328 413 229 1505 192 161 284 67 54 288 393 209 175 347 323 79 44
is_linear=0
shrinkage=0.00196078


Tree=7230
num_leaves=31
num_cat=0
split_feature=1 3 4 133 0 2 11 15 43 12 1 2 14 1446 1 148 1444 1455 43 4 47 43 133 133 133 457 15 3 52 3
split_gain=0.316889 0.0758712 0.0559032 0.0391911 0.0342257 0.033556 0.0406865 0.0406462 0.0554717 0.0291581 0.0324079 0.0272933 0.0307434 0.0323753 0.0311207 0.0614768 0.0317997 0.0306669 0.0272413 0.0268509 0.0275988 0.0245835 0.0347193 0.0302863 0.04224 0.0296681 0.0258307 0.0258614 0.0238815 0.0237159
threshold=0.10293500000000001 0.31299000000000005 0.27287000000000006 0.085635000000000003 0.22582000000000002 0.10855000000000002 0.090070000000000025 -0.016799999999999995 -1.0000000180025095e-35 -0.42850999999999995 0.13501500000000002 0.10188000000000001 0.062655000000000016 0.11581000000000001 0.080270000000000022 -0.080384999999999984 -0.083144999999999983 0.10625500000000002 -0.04890499999999999 0.0067750000000000006 0.096300000000000011 0.062770000000000006 -0.41317499999999996 0.024320000000000005 0.093255000000000018 -0.0029299999999999994 0.091475000000000015 -0.087429999999999994 0.11434500000000002 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 11 -2 7 8 -7 -3 -11 12 13 14 16 -16 -1 -18 28 21 -21 23 -23 25 -25 -17 27 -26 29 -4
right_child=1 9 18 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 19 17 -19 -20 20 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0021150279953144491 0.0059000253929977929 0.0034178452582896823 0.0017104997317073868 0.0025470963380454731 0.0017242521890217348 0.00066222125952619887 0.0076094484849212069 8.5489689705095127e-05 0.0074612250651365942 0.0019699692272115497 -0.0020554440856722068 0.0050064494039263954 0.0077891772365033182 0.0097498252043459674 3.6201535046777945e-06 0.0036630057163021868 0.0061965876016477801 0.0023434772510968504 0.0036051374451379656 0.0013269727058227987 0.0058438679746662583 0.0062633725116029385 0.0004416328566592364 0.000957486586196831 0.0043896099017001686 0.0066250618194731966 0.0035438874805648183 0.0091726448530187986 0.0039346719680664437 -0.0020089421814191155
leaf_weight=20 190 35 60 75 21 21 21 35 28 40 40 383 85 21 22 38 1261 21 137 31 24 20 21 27 20 307 37 26 30 24
leaf_count=20 190 35 60 75 21 21 21 35 28 40 40 383 85 21 22 38 1261 21 137 31 24 20 21 27 20 307 37 26 30 24
internal_value=0 0.00336986 0.00380678 0.00458824 0.00574351 0.00510717 0.00367249 0.00268825 0.00454737 0.00101048 -4.27374e-05 0.00577921 0.00592862 0.00584521 0.00580148 0.00518736 0.00607174 0.00613347 0.00265482 0.00539433 0.00329798 0.00562679 0.00328151 0.00583812 0.00439324 0.00629881 0.0055109 0.00709306 0.00151277 0.000647802
internal_weight=0 736 621 370 2385 295 105 84 49 115 80 2364 1981 1896 1875 573 1302 1282 251 551 55 496 41 455 110 345 83 46 114 84
internal_count=3121 736 621 370 2385 295 105 84 49 115 80 2364 1981 1896 1875 573 1302 1282 251 551 55 496 41 455 110 345 83 46 114 84
is_linear=0
shrinkage=0.1


Tree=7231
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 14 2 4 2 3 1 47 10 0 12 2 40 160 4 1 52 472 16 1429 42 15
split_gain=15.2224 2.55353 1.55699 1.37177 0.953695 0.739349 0.649798 0.453994 0.429028 0.426159 0.407635 0.369651 0.315824 0.225296 0.177446 0.158468 0.122784 0.120668 0.120355 0.104176 0.0950711 0.093887 0.0867735 0.0860661 0.0793932 0.0737651 0.09481 0.108427 0.0815731 0.0721544
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.09253500000000002 0.17025000000000004 0.062655000000000016 0.11474000000000002 0.40945500000000007 0.089885000000000007 0.30112000000000005 0.087135000000000004 0.090100000000000013 -0.38124499999999995 -0.23001499999999997 0.08401500000000002 0.087675000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0067750000000000006 0.11588000000000001 -0.56176499999999996 -1.0000000180025095e-35 0.013515000000000001 0.083810000000000009 0.084050000000000014 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 9 -5 11 12 23 13 14 20 25 -3 -10 -14 -16 -11 -4 -13 -20 -6 -19 -1 -27 28 -28 -22
right_child=1 2 8 7 10 -7 -8 -9 16 19 -12 21 17 -15 18 -17 -18 24 22 -21 29 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0007729653350213514 0.00065843401308531794 0.00026517506756647063 0.00025286147649067022 0.00059380152229447398 0.00064482785458984404 0.00040828595546628138 0.00033320946669988973 0.00031265620315558179 7.2145422183690454e-05 0.0008511958186532936 0.00028909444872477272 0.00021433468658501416 0.00049134112127563532 0.00011858937879210859 0.00054963109046606679 0.00041040782660950562 -0.0001214713118879088 0.00070709306754837369 0.00065882068163803102 0.00071171825068170615 0.0004815311853835316 9.6917249728445978e-05 0.00054310978692601194 0.00051170229044119242 0.00062240845315512992 0.00068874709228048064 0.00073199696692765931 0.0004929918331988887 0.00058740049211028359 0.00032084647237378008
leaf_weight=36 71 192 26 34 43 48 24 63 34 50 23 36 26 22 53 34 20 45 323 35 22 96 27 33 786 818 30 20 30 21
leaf_count=36 71 192 26 34 43 48 24 63 34 50 23 36 26 22 53 34 20 45 323 35 22 96 27 33 786 818 30 20 30 21
internal_value=0 0.000306742 0.000265264 0.000639712 0.000357324 0.00064914 0.00065416 0.000411202 0.000157251 0.00065754 0.000517808 0.000195224 0.000652263 0.000291372 0.000671097 0.000287024 4.35521e-07 0.000622879 0.000636708 0.000793764 0.000346462 0.00012894 0.000649894 0.000587023 0.000626994 0.000685935 0.000682446 0.000618022 0.000659699 0.000403057
internal_weight=0 673 602 2448 325 2351 2303 97 277 2279 99 223 2194 91 1337 226 54 857 403 85 69 132 350 76 831 934 898 80 60 43
internal_count=3121 673 602 2448 325 2351 2303 97 277 2279 99 223 2194 91 1337 226 54 857 403 85 69 132 350 76 831 934 898 80 60 43
is_linear=0
shrinkage=0.00196078


Tree=7232
num_leaves=31
num_cat=0
split_feature=1 2 15 457 160 10 4 11 2 2 15 15 4 484 14 2 124 4 13 159 16 4 157 130 13 15 16 3 16 51
split_gain=0.319365 0.0741059 0.0586879 0.0792918 0.0477662 0.0353127 0.0327926 0.0321102 0.0473657 0.0331922 0.0312647 0.0608975 0.036954 0.0389061 0.0369362 0.0309113 0.0279737 0.0264223 0.0252504 0.0239728 0.0237731 0.0473483 0.026399 0.0234 0.0298751 0.022229 0.019938 0.0199256 0.0237606 0.0198945
threshold=0.10293500000000001 0.12043500000000001 -0.41942499999999994 0.079590000000000008 -0.077849999999999989 0.11294000000000003 0.40124500000000002 0.084110000000000004 0.10699500000000002 -1.0000000180025095e-35 -0.41942499999999994 -0.30407999999999996 0.51388000000000011 0.090535000000000018 -0.073114999999999986 0.13404500000000005 -0.081949999999999981 -0.04890499999999999 -0.0044799999999999987 0.04105000000000001 -0.44310499999999992 0.033845000000000007 -0.013599999999999999 0.09567500000000001 -0.0057949999999999989 -0.026084999999999994 0.13751500000000003 0.10299500000000002 0.27776000000000006 -0.13782999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 7 -2 -6 15 9 -9 16 12 -12 -3 -14 -13 20 -4 -16 -5 -11 -1 27 -23 24 -24 -19 -17 29 -29 -22
right_child=1 10 3 18 5 -7 -8 8 -10 19 11 14 13 -15 17 26 -18 25 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0072351799720534044 0.0044486655096989125 0.0053739647791308416 0.0045583680441433731 -0.0012498763259500265 -0.0018892441825890862 0.0033261479181965117 0.0018040131883357059 0.010354333384721368 0.0048135777531165842 0.0056272652435006391 -0.0032650552375276609 0.0055853547700478335 0.0041012452409157291 -0.0019294071127660573 0.0042397606530753173 0.0012962011327125277 -0.00060904435697011654 0.0013588179956631004 0.0029634088623535001 0.0028055699179983804 0.0072006680967197541 0.00076134104747325191 0.0043325230632696981 0.0019273004353245989 0.007687492235837614 -0.0021678897367867953 0.0053865770047361204 0.00176265998564374 0.006347306044772268 0.0057858637223122279
leaf_weight=101 40 46 22 25 37 20 22 27 36 184 27 23 23 20 23 26 20 70 33 36 105 20 121 28 34 24 22 26 20 1860
leaf_count=101 40 46 22 25 37 20 22 27 36 184 27 23 23 20 23 26 20 70 33 36 105 20 121 28 34 24 22 26 20 1860
internal_value=0 0.00326405 0.00399685 0.00455332 0.00179967 -5.9282e-05 0.00564696 0.00516116 0.00718819 0.00467374 0.00189005 0.00108329 0.00340385 0.00129629 0.0019219 0.00568274 0.0020977 0.00120173 0.00114734 0.00516553 0.00573482 0.00566637 0.00421084 0.00458784 0.00506845 0.000458382 0.00317096 0.0058133 0.00375598 0.00586146
internal_weight=0 736 480 383 97 57 2385 325 63 262 256 167 89 43 140 2363 42 117 58 220 2315 2214 203 183 155 94 48 2011 46 1965
internal_count=3121 736 480 383 97 57 2385 325 63 262 256 167 89 43 140 2363 42 117 58 220 2315 2214 203 183 155 94 48 2011 46 1965
is_linear=0
shrinkage=0.1


Tree=7233
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 0 1 1 4 49 1 2 50 1 40 11 3 4 2 15 52 4 49 16
split_gain=43.2728 6.69771 3.45042 3.1612 2.06438 1.99014 1.25835 1.2441 1.23908 0.954984 0.895241 0.66767 0.485173 0.435298 0.422905 0.32945 0.320692 0.31031 0.304223 0.29994 0.297609 0.255832 0.272797 0.220277 0.184188 0.177515 0.303785 0.173472 0.172716 0.166667
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.089775000000000008 0.09253500000000002 0.062655000000000016 0.10613000000000002 -0.22491999999999998 0.091195000000000012 0.122715 -0.15289999999999995 -0.0060549999999999988 0.13075500000000004 -0.0091949999999999983 0.041865000000000006 0.11654500000000001 -0.077714999999999992 1.0000000180025095e-35 -0.116045 -0.036839999999999991 0.14960000000000004 0.024640000000000006 -0.081934999999999994 0.0052350000000000009 -0.053364999999999996 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 9 -4 12 -8 15 -1 23 -12 -9 -5 -14 -6 -16 -3 22 -13 -2 -7 26 -23 -24 -10 -29
right_child=1 4 8 16 18 24 10 11 28 -11 14 21 17 -15 19 -17 -18 -19 -20 -21 -22 25 27 -25 -26 -27 -28 29 -30 -31
leaf_value=0.001187621211042596 0.0011617015904071284 0.00042140478663660986 0.0010607617811623192 0.00060771172704917741 0.00013165818642816297 0.0008733431763827482 0.00079550547910801461 0.00068128295425398677 0.0006911099077371028 0.0014256504394953415 0.0007775566975275676 0.00094227446243166924 0.0008720830095596834 0.00079504018013464429 0.00054700955118065157 0.001028997416005415 0.00033952804518942693 0.0011123919189350508 0.00037403487674835759 0.000377153023867279 0.00020286785309002095 0.0012393222761755229 0.0011182548626143592 0.00098859194503200885 0.00062957162888745914 0.0013403325302928102 0.00094571340427386996 0.0011150959123860521 0.00048512843380190372 0.0010082133535032653
leaf_weight=1108 50 46 34 60 85 22 54 22 34 59 20 46 23 29 95 20 24 203 26 69 50 42 505 65 26 25 20 97 29 133
leaf_count=1108 50 46 34 60 85 22 54 22 34 59 20 46 23 29 95 20 24 203 26 69 50 42 505 65 26 25 20 97 29 133
internal_value=0 0.000560108 0.00112151 0.000833382 0.000420094 0.00113646 0.000497084 0.0011447 0.000759097 0.00118153 0.000573521 0.00108831 0.00117073 0.00100972 0.000508373 0.000846861 0.000531088 0.00108794 0.000188431 0.000475546 0.000307583 0.00109999 0.00108876 0.00106386 0.0007413 0.00120085 0.00114461 0.00109793 0.000596293 0.00105329
internal_weight=0 673 2448 228 445 2351 334 2303 97 1393 238 910 1334 144 184 42 84 226 111 164 96 868 781 115 48 87 62 735 63 230
internal_count=3121 673 2448 228 445 2351 334 2303 97 1393 238 910 1334 144 184 42 84 226 111 164 96 868 781 115 48 87 62 735 63 230
is_linear=0
shrinkage=0.00196078


Tree=7234
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 4 2 0 1 4 4 15 12 4 47 4 0 15 3 475 13 52 52 16 3
split_gain=12.9785 1.98879 1.34526 1.11958 0.782316 0.643364 0.403462 0.365703 0.338685 0.337681 0.31106 0.22783 0.203905 0.298072 0.189187 0.187424 0.165057 0.135132 0.166692 0.134513 0.126158 0.0949819 0.111179 0.0902667 0.0845214 0.0765754 0.069317 0.0906339 0.0697969 0.0634527
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14122000000000004 0.40473500000000007 0.14838000000000004 -0.10474999999999998 0.085345000000000018 0.40945500000000007 0.0082450000000000006 -0.098289999999999975 0.090455000000000021 -0.52556499999999995 0.090100000000000013 0.27287000000000006 -0.15202999999999997 -0.03241999999999999 -0.13927999999999999 -0.066784999999999983 -1.0000000180025095e-35 -0.55252499999999982 0.039215000000000007 0.19444000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 -5 11 20 -6 14 13 21 -4 17 -15 18 -14 29 24 -1 -23 -20 -7 -16 -26 -28 -29 -3
right_child=1 2 8 7 10 9 -8 -9 -10 -11 -12 -13 15 16 25 -17 -18 -19 23 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0006504152221041466 0.00051974944985870065 0.000140350882298805 0.00019702230028002595 0.00047427147558128682 0.00047443541158147219 0.00055103556592442924 0.00068164531889268736 0.00022194069115125592 0.00024698842422978456 0.00029092319514593517 0.00023293293712810538 -3.6880336149685248e-05 0.00073732287714294367 0.00051483604253507135 1.7819442620314014e-05 0.00045562234365631541 0.00030075325501381677 0.00052123203491546478 0.00043233258254600293 0.00030834677687179051 0.00033571277177382101 0.00057687001568930483 0.00041110287955244715 0.00055930722131706698 0.00058224000294112806 0.00013942121398855748 0.00043476508493978295 0.00051648017989026831 0.0003974394730015022 0.00021170375978642436
leaf_weight=23 71 100 45 34 70 63 76 63 37 41 29 84 20 20 85 91 45 516 22 34 23 35 28 998 21 26 171 136 22 92
leaf_count=23 71 100 45 34 70 63 76 63 37 41 29 84 20 20 85 91 45 516 22 34 23 35 28 998 21 26 171 136 22 92
internal_value=0 0.000209375 0.00017277 0.000516826 0.000258342 0.000525343 0.000541708 0.000310387 7.23691e-05 0.000461051 0.000403692 4.54486e-05 0.000535793 0.000466831 8.97795e-05 0.000542115 0.000366625 0.000547174 0.000560045 0.000194671 0.000477049 0.000542568 0.000503196 0.000556569 0.00048492 4.63027e-05 0.00047302 0.000466048 0.000499905 0.000174541
internal_weight=0 673 602 2448 325 2351 1874 97 277 477 99 240 1798 151 156 1647 65 1556 1040 226 436 86 63 1020 413 111 350 329 158 192
internal_count=3121 673 602 2448 325 2351 1874 97 277 477 99 240 1798 151 156 1647 65 1556 1040 226 436 86 63 1020 413 111 350 329 158 192
is_linear=0
shrinkage=0.00196078


Tree=7235
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 2 4 42 42 0 16 43 14 0 4 150 0 4 133 403 43 15 0 43 43 4 1455 16 483 1
split_gain=0.442137 0.0946089 0.0528018 0.0461365 0.0422638 0.0382326 0.0374844 0.0365989 0.0312527 0.0296029 0.0266339 0.0243374 0.024329 0.0250144 0.0609509 0.0461277 0.035079 0.0278186 0.0287879 0.0250692 0.0271028 0.0253826 0.0238663 0.0419578 0.0238487 0.0347364 0.0237995 0.0300899 0.0226508 0.0223721
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.13404500000000005 0.41257000000000005 -0.0060199999999999993 0.11159000000000001 1.0000000180025095e-35 -0.43320999999999993 -0.080324999999999994 0.062655000000000016 -0.10474999999999998 0.0033150000000000007 0.090480000000000019 -0.15599999999999997 0.022185000000000003 0.11524500000000001 -0.0076149999999999994 -0.010739999999999998 -0.11713499999999999 -0.092404999999999973 -0.083434999999999995 -0.51144999999999985 -0.52556499999999995 0.068185000000000009 -0.16075999999999999 0.086010000000000017 0.15471500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 8 7 12 -2 -1 28 10 -4 -9 13 14 16 19 -6 22 26 -16 -21 -22 23 -15 -24 -26 27 -19 -3 -12
right_child=1 2 9 -5 5 -7 -8 11 -10 -11 29 -13 -14 17 15 -17 -18 18 -20 20 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0066422619320338789 0.0057569195896738177 0.0028459100408174658 -0.0010575847383588553 0.0078708744980394846 0.0048434998680788434 0.003659697330784889 0.0029925042228900237 0.004244871876370679 -0.00080781824099609544 -0.00247583584326397 0.00065651125994256956 -3.8771657273173332e-05 0.0081428195021170033 0.011815648031947406 0.0044642439948140902 0.003067470978324612 0.00017878622082727298 0.0087612156989052888 0.0021597853079438211 0.0050939093299564864 0.007537850308029029 0.011444378079011523 0.0033415744334216353 0.007119172872784971 0.0097958003805780972 0.0065183526759847836 0.0086401228522881863 0.0044936260203585817 0.0053104006122191294 0.0050289183068089188
leaf_weight=39 191 281 25 20 38 49 66 36 21 24 22 21 85 23 22 30 28 20 25 21 39 29 23 110 33 1612 25 95 43 25
leaf_count=39 191 281 25 20 38 49 66 36 21 24 22 21 85 23 22 30 28 20 25 21 39 29 23 110 33 1612 25 95 43 25
internal_value=0 0.00350959 0.00265251 0.00320137 0.00633763 0.00642318 0.00504699 0.00428176 0.00293068 0.000565693 0.00157954 0.00266669 0.00648315 0.00641823 0.00537262 0.00654662 0.00286453 0.00652833 0.00528555 0.00748692 0.0082341 0.00920387 0.00664218 0.00793135 0.00653939 0.0065841 0.00584373 0.00523582 0.00317299 0.00298226
internal_weight=0 718 461 365 2403 2307 257 96 345 96 72 57 2258 2173 207 141 66 1966 165 111 89 68 1801 133 1668 1645 140 115 324 47
internal_count=3121 718 461 365 2403 2307 257 96 345 96 72 57 2258 2173 207 141 66 1966 165 111 89 68 1801 133 1668 1645 140 115 324 47
is_linear=0
shrinkage=0.1


Tree=7236
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 1 14 2 0 49 2 1 12 2 4 1 4 457 3 475 49 2 13 133 4 48 16 31
split_gain=16.4004 2.63403 1.6313 1.35893 1.06181 0.821392 0.575369 0.479091 0.413903 0.392383 0.3741 0.462806 0.326804 0.281112 0.254608 0.209066 0.199774 0.18704 0.183669 0.181045 0.171841 0.160372 0.152731 0.14515 0.123497 0.121398 0.113749 0.110146 0.107982 0.107847
threshold=0.10508500000000001 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.14960000000000004 -0.10607499999999999 0.082865000000000008 -1.0000000180025095e-35 0.083345000000000016 0.090455000000000021 0.10497000000000002 -0.52556499999999995 0.14699000000000004 -0.033174999999999989 0.080930000000000016 -0.13927999999999999 -0.07675499999999999 -0.017229999999999999 0.087995000000000004 -0.15078499999999997 -1.0000000180025095e-35 0.00063500000000000004 0.081805000000000017 -0.073404999999999984 -0.086064999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 8 22 -5 10 19 11 13 29 -1 16 -14 -12 24 -17 21 -18 -7 -6 -15 -4 -20 28 -9 -16 -3
right_child=1 2 17 7 6 9 -8 27 -10 -11 14 -13 15 23 26 18 20 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079778794707145197 0.00082420996994446807 0.00045561434445427914 0.00018971066756968646 0.0008015145002459945 0.00057723067029545399 0.00087423296603142409 0.00044692999653438511 0.00039013810682162229 0.00098224308061095329 0.00051514911683076827 0.0010543906601036294 0.0009342436346353269 0.00062271342406518759 0.00068467364104744647 0.00085100156654963131 0.00059088544410125184 0.00068894760637128844 0.0001393107014678722 0.00029627012512284769 0.00059716577818191136 0.00086027430343197048 0.00075803716558646525 0.00076957346851829313 0.00049933611972294018 0.00035114961707231857 0.00043834576104437442 0.00073775700416440278 0.00055462335059845366 0.00079236702082149523 0.0002946333561033266
leaf_weight=43 71 20 29 28 21 52 44 24 76 26 20 35 27 33 227 27 23 52 27 24 1052 375 65 32 49 161 75 45 258 80
leaf_count=43 71 20 29 28 21 52 44 24 76 26 20 35 27 33 227 27 23 52 27 24 1052 375 65 32 49 161 75 45 258 80
internal_value=0 0.000467018 0.000424891 0.000812632 0.000478458 0.000822016 0.0006293 0.000585194 0.000840506 0.000749371 0.000834515 0.000738296 0.00042112 0.000674795 0.000842829 0.000460083 0.000860221 0.000230401 0.00043966 0.000762874 0.000856609 0.000772187 0.000722606 0.000593431 0.000291127 0.000417941 0.000808821 0.000497411 0.00081981 0.00032683
internal_weight=0 673 602 2448 472 2351 130 97 1874 477 1798 143 342 108 1655 242 1095 130 215 451 1075 427 86 65 78 188 560 69 485 100
internal_count=3121 673 602 2448 472 2351 130 97 1874 477 1798 143 342 108 1655 242 1095 130 215 451 1075 427 86 65 78 188 560 69 485 100
is_linear=0
shrinkage=0.00196078


Tree=7237
num_leaves=31
num_cat=0
split_feature=1 1 457 2 12 47 13 0 44 3 49 151 10 0 34 2 10 0 12 4 160 4 16 447 483 151 156 156 15 484
split_gain=0.43301 0.10327 0.0721093 0.0624907 0.0503499 0.0499721 0.0486808 0.0411721 0.0328888 0.036114 0.0459952 0.0352568 0.0310095 0.0618657 0.0327009 0.0382502 0.0310873 0.0282516 0.0322403 0.0266776 0.0220534 0.0209133 0.0245335 0.0199197 0.0199176 0.033112 0.0199117 0.0635903 0.0528741 0.0366579
threshold=0.10124500000000002 0.12337000000000002 0.079590000000000008 0.11474000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0090849999999999976 0.18019500000000002 0.081805000000000017 -0.07359499999999998 0.14705000000000004 0.050660000000000004 -0.074314999999999978 -0.052984999999999997 -0.038779999999999995 0.12358500000000001 0.10223 -0.23091999999999999 -0.089199999999999988 -0.059649999999999988 -1.0000000180025095e-35 -0.011209999999999999 0.062650000000000025 0.089395000000000016 0.086310000000000012 -0.055494999999999996 0.087380000000000013 0.085835000000000009 -0.0079099999999999986 -0.0076649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 8 9 23 11 -11 13 -3 -14 16 -16 -4 -19 -17 -21 22 -6 26 25 -5 27 -1 29 -28
right_child=1 12 17 24 21 -7 -8 -9 -10 10 -12 -13 14 -15 15 19 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0066568086803608408 0.0043609203297334418 0.0027098049030398891 0.0048297886310527775 0.0010845431192137767 0.010216850013687061 0.0077276471070945266 -0.0020083307789172979 0.0025464091183883802 0.010343593818002515 0.0060146829184762217 0.0010755948190178191 0.0019265195862813432 -0.00011266644955990284 -0.0044238840648904449 0.0065833932632651544 0.0052154033944437593 0.0019238022266931478 0.0035988934306563657 -0.001384576689451933 0.0032535932532957064 0.0004349564182172929 0.0055673387355197508 0.0067250678555129534 0.0036685338102119126 0.00020038780523464082 0.0050677779427496725 0.010173114169050347 0.011306313201785087 0.0018034567513192695 0.0057542280050483898
leaf_weight=1510 30 31 21 32 26 20 20 28 21 513 21 22 37 20 45 24 21 21 34 46 70 106 89 23 20 60 22 30 30 128
leaf_count=1510 30 31 21 32 26 20 20 28 21 513 21 22 37 20 45 24 21 21 34 46 70 106 89 23 20 60 22 30 30 128
internal_value=0 0.00362939 0.00453492 0.00506774 0.00584028 0.00350306 0.00181322 0.0063581 0.0064041 0.00636812 0.00566637 0.00584657 0.00215405 -8.77202e-05 0.00262455 0.00311619 0.0051008 0.00170956 0.000518203 0.00218059 0.00155269 0.00658057 0.00751451 0.00659197 0.00306053 0.0036823 0.00663106 0.00674738 0.00563585 0.00640233
internal_weight=0 773 479 403 291 70 50 2348 2320 2299 556 535 294 51 243 206 66 76 55 140 116 221 115 1743 112 92 1720 1540 180 150
internal_count=3121 773 479 403 291 70 50 2348 2320 2299 556 535 294 51 243 206 66 76 55 140 116 221 115 1743 112 92 1720 1540 180 150
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=31
num_cat=0
split_feature=1 3 4 2 9 0 14 51 0 15 13 14 3 1375 12 49 16 3 0 0 15 156 52 41 42 1 484 51 481 1427
split_gain=0.350738 0.0882818 0.0677485 0.047221 0.0614774 0.0338924 0.0327327 0.0440399 0.0321632 0.0294107 0.0294034 0.0293464 0.0318135 0.03189 0.0290473 0.02842 0.0269847 0.0356045 0.0266038 0.0357396 0.0286634 0.0229782 0.0413547 0.0474525 0.0223983 0.0223413 0.0683893 0.0308528 0.032622 0.0220025
threshold=0.10124500000000002 0.31299000000000005 -0.036839999999999991 0.10222000000000002 -1.0000000180025095e-35 0.22582000000000002 -0.23083499999999998 -0.069944999999999993 0.024095000000000002 -0.11713499999999999 -0.066634999999999986 0.062655000000000016 -0.07359499999999998 -0.062154999999999995 -1.0000000180025095e-35 0.13087000000000001 -0.008904999999999998 0.0022600000000000003 -0.10474999999999998 -0.13843999999999998 -0.40580499999999992 0.085790000000000019 -0.069804999999999992 0.079395000000000007 -0.012324999999999997 0.077845000000000011 0.062030000000000009 0.078435000000000019 -0.0095549999999999993 0.087520000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 14 4 -4 11 7 -5 9 -6 -11 12 25 -14 -2 -15 17 -8 19 -3 -20 22 -13 -24 -12 -1 27 28 -27 -30
right_child=1 18 3 6 8 -7 16 -9 -10 10 24 21 13 15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0061109364964297107 0.0024689004058018327 0.00044668167271690138 0.0010689333634218202 0.0011727722469783788 0.0084830333767779952 0.0016232831636443735 0.0011363002740115197 0.0063437009626068179 0.0015258550982583654 0.0066865696063773197 0.0053090239249581218 0.0030794324205172335 0.0011082912445999683 0.0053507969533957154 0.0062028908106498424 0.0021314999393733411 -0.00068259180854791067 0.0040833719404271022 0.0015709628428642948 0.0053928512680743428 -0.0034404794732108713 0.010429711941452254 0.011167790593865974 0.0046888101854710845 0.0017535602310946323 0.0089113171747158045 0.00019588662497699262 0.0027123589116586923 0.0058024781470885503 0.0027146949637681245
leaf_weight=1270 25 48 48 28 29 20 111 40 22 55 37 22 20 504 125 29 39 65 21 21 25 21 26 20 34 32 25 34 300 25
leaf_count=1270 25 48 48 28 29 20 111 40 22 55 37 22 20 504 125 29 39 65 21 21 25 21 26 20 34 32 25 34 300 25
internal_value=0 0.00326645 0.00371322 0.00316184 0.00424312 0.00572229 0.00230217 0.0042145 0.00510392 0.00561177 0.00495092 0.0057575 0.00568672 0.00502854 0.00558056 0.00517564 0.00169734 0.00222471 0.000710164 0.00195204 -0.00115265 0.00753832 0.00664539 0.00835084 0.00360641 0.0059026 0.00526656 0.00559078 0.00586491 0.00556496
internal_weight=0 773 658 508 225 2348 283 68 177 155 126 2328 2239 553 150 533 215 176 115 69 46 89 68 46 71 1686 416 391 357 325
internal_count=3121 773 658 508 225 2348 283 68 177 155 126 2328 2239 553 150 533 215 176 115 69 46 89 68 46 71 1686 416 391 357 325
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 1 14 2 4 2 4 1 2 132 52 457 2 4 47 3 2 475 4 39 3 0 3 16
split_gain=23.352 4.25513 2.50929 2.13834 1.23119 1.16785 0.709562 0.698006 0.617979 0.581847 0.559942 0.395698 0.600788 0.349401 0.306509 0.295096 0.287056 0.285717 0.275272 0.263015 0.20027 0.197439 0.197001 0.172326 0.167906 0.151245 0.144271 0.136056 0.168691 0.145543
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 -1.0000000180025095e-35 0.092845000000000025 0.062655000000000016 0.14285500000000004 0.40473500000000007 0.14753000000000002 0.40945500000000007 0.089770000000000016 0.090425000000000019 0.08764000000000001 -0.55692499999999978 0.048635000000000005 -1.0000000180025095e-35 -0.55119499999999988 0.090100000000000013 0.0068900000000000012 0.089005000000000015 -0.069854999999999987 0.033845000000000007 0.088025000000000006 0.31534000000000006 -0.076579999999999995 0.084940000000000015 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 8 -4 -5 13 16 -6 12 21 19 18 26 -7 23 -15 -1 24 -8 27 -18 -3 -26 -13 28 -21 -29
right_child=1 2 6 7 10 9 11 -9 -10 -11 -12 15 -14 14 -16 -17 17 -19 -20 22 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0011725284416579844 0.00094675537402123193 0.00040344663536529137 0.0006183239722660944 0.00084208773814781386 0.00083952615707824651 0.001013301503859423 0.00036874542470586463 0.00049966013570334404 0.0011225856221651022 0.00061122939625521768 0.00052002528645828658 0.00019090354979019977 0.00025211710788493921 0.00071505065746501055 0.00066474790717431444 0.00037882983820194623 0.00098412004361155166 0.00062205177896163043 0.00091955416009506638 0.00097700460447478713 0.00062490987967184024 0.00061330008448338968 0.00091984886214042027 0.00084315053000471793 0.0005630343228586798 0.0003736145041333416 1.1025640966668969e-05 0.000737631070865866 0.00080695114410518068 0.00097134913049158253
leaf_weight=21 74 99 26 37 71 43 22 60 76 39 30 40 105 28 23 21 37 21 263 901 33 30 498 337 71 21 30 20 23 21
leaf_count=21 74 99 26 37 71 43 22 60 76 39 30 40 105 28 23 21 37 21 263 901 33 30 498 337 71 21 30 20 23 21
internal_value=0 0.000503171 0.000448371 0.000915577 0.000564898 0.000927349 0.000310155 0.000630277 0.000949397 0.000840728 0.000744625 0.000277847 0.000337476 0.000942076 0.000882654 0.000174971 0.000861163 0.000844601 0.000899877 0.000954649 0.00048386 0.000509835 0.000951522 0.000857097 0.00045949 0.000519797 0.000113813 0.000967867 0.000972772 0.00085734
internal_weight=0 673 599 2448 325 2351 274 97 1874 477 101 248 157 1798 314 91 438 395 291 1484 224 52 1463 374 191 92 70 965 924 41
internal_count=3121 673 599 2448 325 2351 274 97 1874 477 101 248 157 1798 314 91 438 395 291 1484 224 52 1463 374 191 92 70 965 924 41
is_linear=0
shrinkage=0.00196078


Tree=7240
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 15 3 0 3 1 12 12 12 41 15 49 157 4 16 0 0 42 49 2 1 11 402 34 2 151
split_gain=0.371203 0.0979557 0.0566694 0.0592563 0.0463966 0.0520103 0.0953829 0.0791664 0.0404901 0.0394699 0.0348082 0.0345112 0.0326407 0.031484 0.0334767 0.0350709 0.0380644 0.0363814 0.0438315 0.0321209 0.0412156 0.031183 0.0307093 0.0309012 0.0889472 0.0313063 0.0298289 0.0290189 0.0417672 0.0276168
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.015744999999999999 0.11296500000000002 -0.071924999999999989 0.30112000000000005 0.085110000000000005 -1.0000000180025095e-35 0.090285000000000018 -0.42850999999999995 0.077565000000000009 0.13592500000000005 -0.083629999999999996 -0.077664999999999998 0.00063500000000000004 -0.083539999999999989 -0.05208999999999999 -0.08095999999999999 -0.050249999999999996 0.085970000000000005 0.084885000000000002 0.086105000000000015 1.0000000180025095e-35 0.11174500000000002 -0.038779999999999995 0.116525 -0.085164999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 9 7 -7 27 -5 -1 22 -10 14 15 -13 19 18 21 20 -17 -18 23 26 25 29 -3 -2 -29 -25
right_child=8 11 -4 4 -6 6 -8 -9 12 -11 -12 13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0027702599763870239 0.00030368880047840446 0.0069949392537222224 0.0087145555655782428 0.0060621581520535987 0.0071474931155633484 0.0065839629319887003 -0.0048376576870214202 -0.00097937645949423315 0.0030437750015955643 0.0034130581367307015 0.0074526379556567462 0.0098889042544760761 -0.00078007589828652836 0.0021061428697206654 0.0027568008452176287 0.0048807969017486486 0.011115272669121623 0.0047730093397904518 0.0058692068964148495 0.0060184935653774911 -0.0013128165758892218 0.0071032304273869256 0.0075132323286364044 0.0073822905410296947 0.00011405036951016104 0.0091544944560155283 0.0039474196093423029 0.0050158168026703948 0.0022452010947277552 0.0053642676400548752
leaf_weight=20 37 390 30 72 37 31 20 25 34 257 77 20 65 26 39 21 26 236 551 29 22 76 186 82 28 28 35 89 140 392
leaf_count=20 37 390 30 72 37 31 20 25 34 257 77 20 65 26 39 21 26 236 551 29 22 76 186 82 28 28 35 89 140 392
internal_value=0 0.00565325 0.00448444 0.004249 0.00375781 0.00344814 0.00109033 0.00320747 0.0022596 0.0039928 0.0064872 0.00595735 0.000533166 0.00554246 0.00563005 0.00574428 0.00565802 0.00583713 0.00622171 0.00344654 0.00171197 0.00812591 0.00633769 0.00610874 0.00559936 0.00590531 0.00674397 0.00290215 0.00332199 0.00571338
internal_weight=0 2756 569 539 442 405 76 56 365 329 97 2187 99 1046 1020 981 961 889 653 72 43 102 1141 955 530 502 425 266 229 474
internal_count=3121 2756 569 539 442 405 76 56 365 329 97 2187 99 1046 1020 981 961 889 653 72 43 102 1141 955 530 502 425 266 229 474
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 0 49 150 4 1 2 0 4 47 4 2 3 475 1 3 14 15 16 50
split_gain=9.85766 1.61364 1.00602 0.845938 0.735569 0.505736 0.375219 0.34441 0.28966 0.269638 0.264049 0.198207 0.258497 0.187143 0.185192 0.150328 0.130499 0.115722 0.123331 0.106793 0.175089 0.0992071 0.0866935 0.0699817 0.0699033 0.0695929 0.0688634 0.079138 0.0648102 0.062715
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14122000000000004 -0.10607499999999999 0.082865000000000008 1.0000000180025095e-35 0.0082450000000000006 0.083345000000000016 0.14122000000000004 -0.079119999999999982 -0.55119499999999988 0.090100000000000013 0.40473500000000007 0.17025000000000004 -0.12711499999999995 -0.07675499999999999 0.15799000000000005 0.076840000000000006 -0.46166999999999997 -0.076244999999999993 -0.008904999999999998 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 -6 11 -5 21 13 12 15 23 17 -1 19 29 -19 26 -21 -4 -20 -7 -23 -17 -3 -28 -29 -13
right_child=1 2 9 8 6 10 -8 -9 -10 -11 -12 14 -14 -15 -16 25 -18 18 22 20 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00053000432197694428 0.0005535114537325251 0.00032755725440524873 0.00012237281929502352 0.00050829496258018999 0.00049797289816387407 0.00058521209310750662 0.00025783817187176859 0.00068983344306171182 0.0002837257704402181 0.00032161191539961757 0.00033944627245717084 0.00058396750894971572 0.00063334781035358874 0.00034709883449340786 0.00048350274413058513 0.00028660378724738373 0.0001217553599995009 0.00068079091780021063 0.00043991889147197499 0.00042667826318054224 0.00019944638147478702 7.8778367043480648e-05 0.000542076962049165 0.00050567257085470496 -7.2998440934016426e-05 0.00042470128049714194 0.0001891840808840598 0.00031593288810470208 0.00020305300543701195 0.00053662181740590168
leaf_weight=45 71 28 110 34 82 49 36 79 63 22 41 1038 36 27 104 20 31 23 35 32 22 28 365 322 20 47 110 48 33 120
leaf_count=45 71 28 110 34 82 49 36 79 63 22 41 1038 36 27 104 20 31 23 35 32 22 28 365 322 20 47 110 48 33 120
internal_value=0 0.000273939 0.000240966 0.000541887 0.000293316 0.000549291 0.000424711 0.000563071 0.000362441 0.000118235 0.000489273 0.000557607 0.000488809 0.000504708 0.00056365 0.00044235 0.000242314 0.000568922 0.000541167 0.000256003 0.000334102 8.99167e-05 0.000533138 0.000516178 1.5538e-05 0.000383478 0.000236746 0.000223433 0.000269945 0.000579061
internal_weight=0 673 602 2448 422 2351 118 1912 97 180 439 1833 148 398 1685 112 304 1581 423 273 54 158 400 371 48 67 219 191 81 1158
internal_count=3121 673 602 2448 422 2351 118 1912 97 180 439 1833 148 398 1685 112 304 1581 423 273 54 158 400 371 48 67 219 191 81 1158
is_linear=0
shrinkage=0.00196078


Tree=7242
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 2 2 1 4 14 3 3 15 457 1 12 1 49 0 1447 159 4 1 0 0 0 52
split_gain=17.3731 2.79018 1.89254 1.40855 1.06014 0.932133 0.735329 0.631283 0.48784 0.484205 0.460601 0.436716 0.407374 0.278693 0.24615 0.18271 0.173995 0.16776 0.146751 0.145538 0.141429 0.138456 0.123837 0.126308 0.123799 0.122467 0.161056 0.117109 0.113343 0.112348
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 0.13247500000000004 -1.0000000180025095e-35 0.40124500000000002 0.089885000000000007 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.062655000000000016 -0.020429999999999997 0.30112000000000005 -0.43375999999999998 0.097135000000000013 0.085345000000000018 0.082480000000000012 0.15799000000000005 -0.053364999999999996 -0.036484999999999997 -0.082869999999999985 0.082585000000000006 0.51388000000000011 0.085110000000000005 -0.070154999999999981 -0.075934999999999989 -0.033209999999999996 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 13 8 12 11 -5 14 17 -3 21 24 22 -1 -19 -11 -12 27 -10 29 -13 26 -25 -4 -7 -24
right_child=1 2 9 10 -6 28 -8 -9 16 19 20 15 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084763117346741247 0.00080928296155279033 0.00064218172693953789 0.00045123075837771268 0.00074974056687786088 0.00041183483973672425 0.00065521357301013921 0.00076858113841795327 0.00049639498218407034 0.00088806394087611576 0.00019382196839965783 0.00055235724599716162 0.00044255003187001921 0.00099831551026172832 0.00034530111897800405 0.00024345879701967226 0.00016252403835575579 0.00060358021519626005 0.00071654355478872845 0.00081589863720521363 -1.4986644171171384e-05 0.000365963415258474 0.00034416233079836653 0.00087201622217678314 0.00085277932860395483 0.00026283419503277973 0.00097235871964142099 0.00067764008789713518 0.00064395190867779645 0.00046739350724356624 0.00076233309788082358
leaf_weight=881 71 20 27 34 201 21 73 24 42 33 34 20 59 31 22 56 21 67 389 21 29 20 38 80 56 21 27 22 30 651
leaf_count=881 71 20 27 34 201 21 73 24 42 33 34 20 59 31 22 56 21 67 389 21 29 20 38 80 56 21 27 22 30 651
internal_value=0 0.000441656 0.000398298 0.000797371 0.000499794 0.000806924 0.000642374 0.000812738 0.000816074 0.000279213 0.000565817 0.000319554 0.000838866 0.000461725 0.000424061 0.000247508 0.000779918 0.00083183 0.0008013 0.000112619 0.000466557 0.000481644 0.000784229 0.000778891 0.000310128 0.000835454 0.000808585 0.000537759 0.000544731 0.000768382
internal_weight=0 673 602 2448 325 2351 124 2300 2276 277 97 223 1396 51 91 132 880 1337 456 54 63 69 859 817 76 128 107 49 51 689
internal_count=3121 673 602 2448 325 2351 124 2300 2276 277 97 223 1396 51 91 132 880 1337 456 54 63 69 859 817 76 128 107 49 51 689
is_linear=0
shrinkage=0.00196078


Tree=7243
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 150 3 4 43 376 2 376 12 1 13 2 16 13 3 401 44 3 2 1 156 4 52 15 160 4
split_gain=0.421783 0.0757264 0.0613685 0.0506432 0.0558141 0.0506357 0.0456898 0.0370641 0.035776 0.0443066 0.0357463 0.0340672 0.0325489 0.0377763 0.0333432 0.0305807 0.0266312 0.0248798 0.030508 0.026352 0.0245797 0.0257051 0.0300842 0.0292912 0.0244688 0.0239076 0.02592 0.022277 0.0337261 0.023464
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.11924500000000002 -0.073404999999999984 0.10980500000000001 -0.03694999999999999 0.10528000000000001 -0.085594999999999991 0.083785000000000012 0.25063000000000007 0.083785000000000012 0.087830000000000005 0.089875000000000024 -0.14819499999999997 0.11982500000000001 0.064860000000000015 0.10820000000000002 -0.12018999999999998 0.085900000000000018 1.0000000180025095e-35 -0.0063699999999999989 0.085105000000000014 0.079415000000000013 0.091015000000000013 0.010840000000000001 -0.087284999999999988 -0.089964999999999976 0.0065900000000000012 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 8 20 15 11 25 -10 17 16 13 14 -4 -2 -8 18 -3 -20 21 23 -23 -6 -16 26 -1 -24 29 -29
right_child=1 10 12 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 24 -17 -18 -19 19 -21 -22 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0091376499361580325 0.0064754248460812958 0.0054057997343239976 0.010286967858361702 0.0011407170355475199 0.0063311841717222711 0.0015995203993621875 0.0024763779773646997 0.0067700360028538856 -0.0012255418682470918 0.0040684622443053703 -0.0017442904257526 -0.00099969281227854276 0.0060871585602213386 0.0029059798780666744 0.0069822859977635753 0.0023573710752481766 0.0064353929389090771 -0.00051438076022480221 0.0025582195891411981 -0.0012804405763745309 0.0094520413109825726 0.0093027446753321547 0.0041322555737749031 0.0016526378407750444 0.0034359343606047334 0.0024091000358263653 0.0046692772460279657 0.0072751602838870208 0.010623567514121532 0.0036964495957363397
leaf_weight=21 100 34 30 30 32 22 89 24 25 43 24 23 1322 23 715 22 21 28 169 20 27 39 39 23 20 21 34 53 20 28
leaf_count=21 100 34 30 30 32 22 89 24 25 43 24 23 1322 23 715 22 21 28 169 20 27 39 39 23 20 21 34 53 20 28
internal_value=0 0.00312039 0.00616284 0.00511223 0.00539126 0.0062068 0.00428112 0.00315305 0.00378849 0.00212214 0.00194277 0.00250036 0.00639039 0.00689911 0.00701917 0.00573282 0.00323219 0.00229532 0.00264811 0.00215201 0.00659515 0.00626551 0.00684648 0.0043747 0.00688579 0.00527944 0.00637538 0.00616224 0.00694609 0.00603808
internal_weight=0 554 2567 457 427 283 279 157 144 68 275 133 2110 788 765 122 110 251 223 189 261 234 179 55 735 76 55 140 101 81
internal_count=3121 554 2567 457 427 283 279 157 144 68 275 133 2110 788 765 122 110 251 223 189 261 234 179 55 735 76 55 140 101 81
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 10 0 3 13 2 10 2 97 2 0 12 4 1446 1209 4 16 52 2 1 2 16 12 1210 11 483
split_gain=0.346615 0.0896453 0.0474513 0.0594256 0.0397484 0.0397433 0.053497 0.0396509 0.0396502 0.0432813 0.0349666 0.0426142 0.0362919 0.0340604 0.0428999 0.0311291 0.0373135 0.0349053 0.0350189 0.0331315 0.0345422 0.032526 0.0289049 0.0524413 0.0323234 0.0309197 0.0330793 0.02949 0.0365829 0.032291
threshold=0.11829500000000003 0.078300000000000008 -0.096099999999999977 -0.078139999999999973 0.11924500000000002 -0.079859999999999987 -0.05208999999999999 -0.14847999999999997 0.23855500000000004 0.10855000000000002 1.0000000180025095e-35 0.11870500000000002 -0.0047149999999999996 0.081135000000000013 -0.14454499999999995 0.092550000000000007 -0.51253999999999988 0.10573500000000001 -0.064814999999999984 -0.064054999999999987 -0.074929999999999983 0.093665000000000012 0.089005000000000015 0.083345000000000016 0.090935000000000016 -0.077589999999999978 0.088845000000000021 -0.15347999999999998 0.075910000000000019 -0.095084999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 7 6 -2 -5 9 13 11 12 -7 -4 -15 16 -3 18 -17 20 21 -20 27 24 25 -24 -27 -18 29 -29
right_child=5 15 3 4 -6 10 -8 -9 -10 -11 -12 -13 -14 14 -16 17 22 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00031179590815944334 0.0020745321435456658 0.010207009259777676 0.0015151564493188982 0.0020609543227625114 0.002979781086514777 0.0014035734381953567 -0.0044433605065569278 0.0060742715934848941 0.0061656096218939641 -0.00083961880163234838 0.000117498756844725 0.0021031639448466258 0.005909811966828004 0.0020425302000755137 0.0078531941778405955 0.0018159165495523701 0.0099360680207610137 0.0014026482751512009 0.0067894636092352733 0.0048903785937206967 0.0054328075505881797 0.011018202861487227 0.0062929103875252294 0.0014977176174787539 0.0063569491003697609 0.0043145180345239478 -0.0005260595330037176 0.0090563414152711637 0.0092345369683194765 0.0059182557243446518
leaf_weight=28 34 21 54 27 64 24 20 279 32 34 48 169 70 24 27 27 21 23 105 422 210 22 44 35 196 48 20 34 37 922
leaf_count=28 34 21 54 27 64 24 20 279 32 34 48 169 70 24 27 27 21 23 105 422 210 22 44 35 196 48 20 34 37 922
internal_value=0 0.00544402 0.00432589 0.00453364 0.00524614 0.0021647 -0.000339502 0.00572016 0.00299198 0.00226136 0.00259951 0.0030525 0.00475928 0.00326548 0.00511876 0.00573493 0.006024 0.00524254 0.0053549 0.0054808 0.00622013 0.007522 0.00595927 0.00516573 0.00558255 0.00422735 0.00289082 0.00622769 0.00614927 0.00602986
internal_weight=0 2756 569 541 370 365 54 306 171 139 311 263 94 105 51 2187 1378 809 786 759 337 127 1357 343 308 112 68 1014 993 956
internal_count=3121 2756 569 541 370 365 54 306 171 139 311 263 94 105 51 2187 1378 809 786 759 337 127 1357 343 308 112 68 1014 993 956
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 150 3 43 3 4 15 4 4 3 4 2 16 133 1 1348 0 2 12 2 47 43 2 11 15 13 12
split_gain=0.282509 0.0790548 0.0534411 0.0398022 0.0395434 0.0355969 0.0536706 0.0355069 0.0317194 0.0310533 0.041851 0.0279717 0.0292491 0.0368912 0.033366 0.0325002 0.0264088 0.0250966 0.0250681 0.0247936 0.0246534 0.0269991 0.0253877 0.0234482 0.0279942 0.0278123 0.0231446 0.0351582 0.0321402 0.0270273
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.12314500000000002 0.12178000000000001 -0.078654999999999989 -0.0043399999999999992 0.40124500000000002 -0.43375999999999998 0.51303500000000013 0.053180000000000012 -0.14186499999999996 -0.14098499999999997 0.081685000000000021 0.13751500000000003 0.087035000000000015 0.14262000000000002 1.0000000180025095e-35 -0.0058249999999999994 0.097070000000000004 -0.090609999999999982 -0.0050599999999999994 0.085505000000000012 -0.012164999999999999 0.13754500000000003 0.080455000000000013 0.040760000000000005 -0.017449999999999997 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 16 17 10 -10 12 14 15 -3 -14 20 23 -8 -11 22 -22 -5 25 -25 -2 28 29 -16 -28
right_child=8 11 -4 4 -6 -7 18 -9 9 19 -12 -13 13 -15 26 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0074847509211394938 0.0040337190088205813 0.0098488341634108047 -0.00057752033014996692 0.0037219087798370139 -0.00050874039880000055 0.0016684635423875431 0.0053748529181130789 -0.00062613976933062086 0.0058490645079671043 0.00055907182793210575 0.00098050997728837269 0.0042371462996696439 -0.00036168259208683263 0.0052571716961776517 0.0067475674080196765 0.0046639254170229598 0.0015435794084940268 0.00047871372320086646 0.0018663673047822984 -0.0033025456096410105 0.00012841312476666645 0.0051032711974888425 0.0085828991469249823 0.0029334366858367704 0.0070695631760948653 -0.00062275679741540684 0.0028355136365545066 0.010510971853509547 0.001078331593889743 0.0069240166267502262
leaf_weight=32 29 26 26 21 20 57 274 25 23 60 76 286 22 1690 20 31 46 34 22 23 20 24 22 36 30 23 22 20 20 61
leaf_count=32 29 26 26 21 20 57 274 25 23 60 76 286 22 1690 20 31 46 34 22 23 20 24 22 36 30 23 22 20 20 61
internal_value=0 0.00488382 0.00385497 0.00405966 0.00385326 0.00402398 0.00431972 0.00283153 0.00180615 0.000915566 0.00211159 0.00515952 0.00529749 0.0051757 0.00655357 0.00257782 0.00348147 0.00287251 0.00511409 -0.000511015 0.0045061 0.00284197 0.00620893 0.00356225 0.00481349 0.00197412 0.00595443 0.00674724 0.00391295 0.00584032
internal_weight=0 2787 589 563 531 511 454 158 334 182 99 2198 1912 1743 169 53 133 152 296 83 87 44 43 118 66 52 143 103 40 83
internal_count=3121 2787 589 563 531 511 454 158 334 182 99 2198 1912 1743 169 53 133 152 296 83 87 44 43 118 66 52 143 103 40 83
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 1 159 14 2 4 11 1 0 132 52 11 1 3 47 3 43 4 3 51 484 159
split_gain=13.6974 2.15898 1.34861 1.25323 0.74344 0.690244 0.440335 0.383531 0.365021 0.358263 0.339497 0.292224 0.238696 0.27737 0.179251 0.170639 0.154291 0.143704 0.115917 0.109954 0.106154 0.101566 0.100945 0.0947069 0.122641 0.0995704 0.0894833 0.0923824 0.176054 0.0871725
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.11474000000000002 0.092845000000000025 -1.0000000180025095e-35 0.062655000000000016 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 0.090540000000000023 -0.13027499999999997 0.08764000000000001 0.047850000000000011 0.095165000000000013 0.15799000000000005 -0.016324999999999996 0.090100000000000013 -0.11171999999999999 -0.016814999999999997 0.0052350000000000009 0.090900000000000009 -0.086719999999999978 0.085595000000000018 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 7 11 -6 -5 -4 15 13 -12 16 26 18 20 -9 -16 -14 -15 -3 24 -18 29 27 28 -1 -25
right_child=1 2 10 9 8 -7 -8 14 -10 -11 12 -13 17 21 19 -17 23 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074148143780546679 0.00070962149395188386 0.00036053733495113537 0.00046645378803505618 0.00064283689749528321 0.00064723545683488266 0.00048579634654220019 0.00045916058482249188 0.0005192294584948383 0.00036530928290865914 0.00039751268594580535 0.00039436787413924847 0.00088142480474645102 0.00015835086472195333 0.00030549985215756574 0.00082110876279514679 0.00069365220303151934 0.00071034970211352637 0.00029330151407769859 0.00068744362673672647 0.00065423463197315432 -8.273836969633618e-06 0.00017613549012409038 0.00047645167917047542 0.00070472966320525056 0.00050998264314984184 0.00066352729721867384 0.00065613117169689488 0.00075970097819806084 0.00053148345620024438 0.00078523051465377721
leaf_weight=66 74 192 26 37 76 48 24 36 23 60 52 59 49 35 63 245 23 21 28 20 21 70 34 419 24 211 37 969 20 59
leaf_count=66 74 192 26 37 76 48 24 36 23 60 52 59 49 35 63 245 23 21 28 20 21 70 34 419 24 211 37 969 20 59
internal_value=0 0.000393653 0.000354618 0.000709504 0.000440045 0.000718515 0.000723365 0.000726148 0.000581737 0.00049109 0.000253291 0.000746378 0.000230943 0.000277255 0.000694165 0.000740418 0.000685166 0.000151041 0.000592823 0.000780898 0.000108363 0.000219257 0.000377976 0.000693196 0.000608035 0.000699005 0.000750911 0.000754235 0.000692645 0.000714666
internal_weight=0 673 599 2448 325 2351 2303 2279 99 97 274 1396 248 157 883 1337 800 91 64 83 70 105 226 736 47 689 1092 1055 86 478
internal_count=3121 673 599 2448 325 2351 2303 2279 99 97 274 1396 248 157 883 1337 800 91 64 83 70 105 226 736 47 689 1092 1055 86 478
is_linear=0
shrinkage=0.00196078


Tree=7247
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 2 2 4 43 2 150 11 0 1 12 11 0 3 0 43 2 2 2 16 13 42 42
split_gain=9.12456 1.26525 1.00348 0.869728 0.546253 0.433722 0.365213 0.292754 0.267342 0.265919 0.210869 0.201737 0.184039 0.174507 0.173638 0.152387 0.148784 0.135296 0.134293 0.127928 0.11027 0.0989507 0.0951221 0.0911086 0.0849885 0.101861 0.0741953 0.080493 0.0884825 0.113865
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.047929999999999993 0.10124500000000002 0.13075500000000004 0.090285000000000018 0.082585000000000006 0.11824000000000001 0.11362000000000001 0.053180000000000012 -0.066504999999999995 0.087470000000000006 0.09487000000000001 1.0000000180025095e-35 -0.12333499999999999 0.15471500000000002 0.11734000000000001 0.080150000000000013 -0.10151999999999999 0.095270000000000007 -0.077429999999999985 -0.083134999999999987 0.14285500000000004 -1.0000000180025095e-35 0.11177500000000001 -0.073404999999999984 0.066795000000000007 0.086835000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 9 -3 14 23 -2 11 17 12 -1 -13 15 -4 -7 19 -16 -8 22 -19 -6 24 -5 -26 -21 28 29 -28
right_child=1 5 6 7 20 16 10 -9 -10 -11 -12 13 -14 -15 18 -17 -18 21 -20 26 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00029871829465005057 0.00056079155964856625 0.00028660026189177614 0.00043486636615924394 0.00027432694612299183 0.00035601281443563829 0.00016684790079383039 0.00073383793819184397 0.00018656415071743366 0.00031203411574311115 0.00034765881250019244 0.00049185150048506807 0.00058446877601719938 0.00051392416261574804 0.00039258641344335328 0.00078537891829651889 0.00060766388081551041 2.0988752376757751e-05 0.00058358837485167326 0.00062745550746843366 0.00059944338670324057 0.0004306756078919734 0.00042356938093735864 0.00018649987145966175 0.00023655623787132297 0.00048036981372152399 0.00034481896492382557 0.00053645668416793719 0.00060973532444060289 0.00056596229109270619 0.00039093629652712527
leaf_weight=22 98 133 20 24 35 116 20 57 20 31 150 205 50 20 37 1037 35 24 47 288 39 39 20 21 39 47 79 95 245 28
leaf_count=22 98 133 20 24 35 116 20 57 20 31 150 205 50 20 37 1037 35 24 47 288 39 39 20 21 39 47 79 95 245 28
internal_value=0 0.000299206 0.000569982 0.000386683 0.000482702 0.000204954 0.000587447 0.000303865 0.000518629 0.000520467 0.000559433 0.000538505 0.000448167 0.000567413 0.000611213 0.000604394 0.000133039 0.000571826 0.000697017 0.00057911 0.000350923 0.000484529 0.000294372 0.000354904 0.000377498 0.00040629 0.0005749 0.000559087 0.000545418 0.000498377
internal_weight=0 590 2531 306 422 284 2109 188 118 328 968 297 72 225 1141 1057 151 818 84 755 94 63 55 131 110 86 735 447 352 107
internal_count=3121 590 2531 306 422 284 2109 188 118 328 968 297 72 225 1141 1057 151 818 84 755 94 63 55 131 110 86 735 447 352 107
is_linear=0
shrinkage=0.00196078


Tree=7248
num_leaves=31
num_cat=0
split_feature=1 12 44 4 12 15 474 3 1 151 3 12 12 41 4 133 402 15 3 3 4 12 2 12 11 41 0 15 43 16
split_gain=0.325307 0.085447 0.0453408 0.0496852 0.0412685 0.0472794 0.0451863 0.0389787 0.0333085 0.0344659 0.0344194 0.0315827 0.0367862 0.0353035 0.0307423 0.0587123 0.0316756 0.0306303 0.0379303 0.0370184 0.0312375 0.0306271 0.0304866 0.0304799 0.0280858 0.0481694 0.0350246 0.0344355 0.0270852 0.0294873
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 -0.12529499999999996 0.035560000000000008 0.086990000000000012 0.30112000000000005 0.095950000000000021 -0.044604999999999992 0.090900000000000009 0.092550000000000007 0.092355000000000007 0.077565000000000009 -0.068329999999999988 -0.054584999999999995 0.0089800000000000019 0.091915000000000011 -0.079979999999999982 -0.077644999999999978 -0.07168999999999999 -1.0000000180025095e-35 0.09167500000000002 -0.42850999999999995 1.0000000180025095e-35 0.079300000000000009 -0.11437499999999999 1.0000000180025095e-35 -0.072534999999999988 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 -5 6 8 -2 9 -6 -11 12 24 14 15 -13 17 22 -19 -20 -21 -1 -17 -9 26 27 -3 -26 -16 -30
right_child=7 11 -4 4 5 -7 -8 23 -10 10 -12 13 -14 -15 28 16 -18 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0026049207104369997 0.0027977434668412715 0.0026066110243222543 0.0080363474367186431 0.0077164415209351675 0.0070064908481435846 0.0068306283792480826 -0.00075479024892737131 0.0028994804001687205 0.0025336230134563589 0.0044783664332798635 4.0516408625990158e-05 0.0095756012713536631 0.0098851501830327128 0.0011812470197169619 0.0056512272604415693 0.0086438891249136975 0.0024107592172610266 0.0018649327856324175 0.0090535209327936173 0.0028171285257849381 0.007442155901504599 0.0069970838734638198 0.0055844910947646566 -0.0007956399157858238 0.0067347460784591175 0.004887301815288971 0.0058149445018232833 0.011706963752706847 0.0051695500039248589 0.0031003420127187083
leaf_weight=20 266 35 30 23 40 36 29 34 207 85 22 40 23 22 186 57 30 34 25 40 23 77 76 65 26 41 1223 30 132 144
leaf_count=20 266 35 30 23 40 36 29 34 207 85 22 40 23 22 186 57 30 34 25 40 23 77 76 65 26 41 1223 30 132 144
internal_value=0 0.00534423 0.0042526 0.004042 0.00359223 0.00336584 0.00304016 0.0021673 0.00335105 0.00450212 0.00356591 0.00562825 0.00591942 0.00513228 0.00524273 0.00598791 0.00548437 0.00584597 0.00470164 0.00579764 0.00450563 0.00609148 0.00689566 0.000473391 0.0058521 0.00749167 0.00572568 0.00939843 0.00471852 0.00408996
internal_weight=0 2756 569 539 442 419 383 365 354 147 107 2187 1378 809 787 325 285 255 122 88 63 97 133 99 1355 97 1258 56 462 276
internal_count=3121 2756 569 539 442 419 383 365 354 147 107 2187 1378 809 787 325 285 255 122 88 63 97 133 99 1355 97 1258 56 462 276
is_linear=0
shrinkage=0.1


Tree=7249
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 2 4 2 1 14 3 11 1 50 0 49 1 43 1 49 49 2 12 4 15 0 3
split_gain=21.2619 3.61902 2.18567 1.70212 1.22228 1.13454 0.820879 0.815783 0.640595 0.616201 0.545846 0.537864 0.413781 0.315037 0.279564 0.278103 0.269428 0.25082 0.203164 0.193018 0.152142 0.149395 0.134537 0.134212 0.123293 0.122561 0.115514 0.1053 0.158984 0.163253
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.14285500000000004 0.40945500000000007 0.089885000000000007 0.09253500000000002 0.062655000000000016 -0.020429999999999997 1.0000000180025095e-35 0.090540000000000023 0.086295000000000011 -0.13027499999999997 0.10084500000000002 0.086920000000000011 -0.14792499999999997 0.14754500000000001 -0.053364999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095565000000000011 -0.036839999999999991 -0.15914499999999995 -0.11173999999999999 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 6 7 13 10 9 23 12 -5 15 -3 17 27 21 19 25 -12 -16 -10 -13 -4 -17 -19 -2 -1 29 -29
right_child=1 2 8 11 -6 -7 -8 -9 16 -11 14 22 -14 -15 20 24 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001040847117827386 0.00095333094982539906 0.00071246531225887004 0.00042988492080978319 0.00082829928685155835 0.00045799860729708631 0.00059623252433036854 0.00085073467371301204 0.00054119618539546252 0.00022419360116294589 0.0002934001479131865 0.00085956539635230846 0.00060596796313371623 0.0010894300049030332 0.00039681981333603895 0.00083051374030797764 0.00071827872724982756 0.00039152862344753929 0.00090281405015046402 0.00079701638457203134 0.00064250107120097596 0.0010236162689952139 6.4063210685560916e-05 0.000424173026974738 0.00061486853859449807 0.00087540516341548589 0.00084502921119773797 0.00078784049872089828 0.00093279396866094617 0.00093648328641106457 0.00069109538759615349
leaf_weight=35 50 20 25 34 207 48 67 24 48 99 28 34 59 31 21 21 22 373 136 36 62 42 29 38 224 227 24 22 1014 21
leaf_count=35 50 20 25 34 207 48 67 24 48 99 28 34 59 31 21 21 22 373 136 36 62 42 29 38 224 227 24 22 1014 21
internal_value=0 0.000490572 0.000440033 0.00088409 0.000548787 0.000894592 0.00070805 0.00090081 0.000311038 0.000389869 0.000904597 0.000629547 0.000928731 0.000520602 0.000866442 0.00092164 0.000197014 0.000855204 0.000865442 0.000737467 0.000974759 0.000149466 0.000522285 0.000541462 0.000861937 0.000880952 0.000899658 0.000935035 0.000931531 0.000814755
internal_weight=0 673 599 2448 325 2351 118 2303 274 162 2279 97 1396 51 883 1337 112 800 736 64 83 90 63 63 245 600 74 1092 1057 43
internal_count=3121 673 599 2448 325 2351 118 2303 274 162 2279 97 1396 51 883 1337 112 800 736 64 83 90 63 63 245 600 74 1092 1057 43
is_linear=0
shrinkage=0.00196078


Tree=7250
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 1 2 13 47 1 12 0 47 52 1 1 52 4 16 1420 16 1429 42 2 475
split_gain=18.3396 2.94892 1.73434 1.63497 1.10495 1.02033 0.74059 0.654473 0.520115 0.455885 0.451645 0.430409 0.404865 0.243072 0.224771 0.166002 0.162062 0.156987 0.148192 0.146586 0.132397 0.127358 0.119014 0.111438 0.110687 0.205501 0.162898 0.127966 0.110361 0.12096
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.17025000000000004 0.40473500000000007 0.092845000000000025 0.089885000000000007 -0.0030199999999999997 0.13082500000000002 0.085110000000000005 0.082480000000000012 -0.22491999999999998 0.090100000000000013 -0.56176499999999996 0.14754500000000001 0.15799000000000005 -0.16675999999999999 0.40945500000000007 -1.0000000180025095e-35 -0.079539999999999986 0.0073350000000000004 0.083810000000000009 0.084050000000000014 0.098630000000000009 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 11 12 -6 -5 14 19 -14 24 23 -13 -3 -18 22 -10 -8 -4 -16 -1 -26 27 -27 -20 -30
right_child=1 2 8 10 9 -7 21 -9 20 -11 -12 16 13 -15 15 -17 18 -19 28 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0010148747598423677 0.00083687811750359929 0.00042051105372249752 0.00041184793826080088 0.00075398643156113796 0.00077475255997725464 0.00056042608590431366 0.0008920548165984014 0.00052034592901179985 0.00021209244221223123 0.00048646332269984912 0.00047853972823693863 0.00066210590411158862 0.00039904274117805844 0.0006514670816706676 0.00068086366248286618 0.00084828293072137747 0.00092589645084472521 0.0005669688740640046 0.00083142767083640501 0.000164216504500898 1.2934057652449407e-05 0.0010709836449738182 0.0002770931928514044 0.00084420253338677133 0.00089216270509360335 0.00093452711315716018 0.00063398048354714528 0.00075021628071280093 0.00091091908444160122 0.00077441466838316193
leaf_weight=25 74 191 37 37 71 48 20 24 33 30 60 27 55 20 42 391 45 33 428 29 21 65 79 26 775 28 20 30 27 330
leaf_count=25 74 191 37 37 71 48 20 24 33 30 60 27 55 20 42 391 45 33 428 29 21 65 79 26 775 28 20 30 27 330
internal_value=0 0.000467602 0.000421982 0.000833077 0.000518858 0.00084337 0.000849268 0.000842384 0.000307074 0.000689122 0.000583607 0.000845907 0.000349399 0.000466356 0.000867895 0.000832732 0.000811604 0.000442087 0.000816468 0.000288904 0.000134642 0.00102888 0.000320075 0.000743317 0.000886277 0.000882508 0.000786575 0.000839194 0.000810195 0.000784739
internal_weight=0 673 599 2448 325 2351 2303 2218 274 101 97 2194 220 75 1337 459 857 224 830 145 54 85 116 68 878 853 78 58 785 357
internal_count=3121 673 599 2448 325 2351 2303 2218 274 101 97 2194 220 75 1337 459 857 224 830 145 54 85 116 68 878 853 78 58 785 357
is_linear=0
shrinkage=0.00196078


Tree=7251
num_leaves=31
num_cat=0
split_feature=4 3 9 39 1 4 3 0 12 123 0 1447 44 1 2 1212 130 3 49 2 448 48 13 43 12 0 0 1204 12 42
split_gain=0.414259 0.121462 0.0879453 0.0601279 0.051426 0.0407846 0.0520054 0.0503944 0.0408148 0.0407482 0.0407096 0.0681098 0.0393998 0.0377885 0.100285 0.033434 0.0398986 0.0326796 0.0348577 0.0324562 0.0322087 0.0374728 0.0404221 0.0337006 0.0311161 0.0331251 0.0427686 0.0406741 0.0309345 0.0300683
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.10732000000000001 0.13075500000000004 -0.082249999999999976 0.11296500000000002 -0.036484999999999997 0.11650500000000001 0.083965000000000012 -0.087519999999999987 -0.085804999999999979 0.081805000000000017 0.088135000000000005 0.08647500000000001 0.089995000000000019 -1.0000000180025095e-35 -0.022174999999999997 -0.061079999999999988 -0.080614999999999978 -0.065209999999999976 0.12118000000000002 0.05868000000000001 -0.04890499999999999 0.090545000000000014 -0.081584999999999977 -0.082484999999999989 -0.0026799999999999997 0.085325000000000012 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 20 8 7 12 10 -1 -4 -12 13 24 19 29 -17 -16 -19 -15 -2 22 23 -22 25 26 27 -7 -21 -13
right_child=4 -3 3 -5 -6 6 -8 -9 -10 -11 11 15 -14 14 17 16 -18 18 -20 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011855193138630554 0.00069652221110813768 0.0021270268588947754 0.0089735077714887639 0.002739892266888885 0.0010598315824970406 0.010854381291816633 0.0018302451268287509 0.0025676406892384158 0.0025480938702821736 0.0046122226053503931 0.0017012454438954591 0.0069841373999374491 0.010111940784666401 0.0022629346989560873 0.00019264037325752504 0.0076669275214702919 0.0026828466086751888 0.0057735811934495965 0.0015657916292548181 0.0099512755911311396 0.0030825449283362278 1.2080351007170976e-05 0.00096250999718904505 0.0065806198312202474 0.0058667830292825707 0.0086532106743224205 0.0030125197785485901 0.0066598384378019669 0.0061742432063167773 0.0091484845839563365
leaf_weight=22 34 75 102 47 151 24 28 38 20 27 25 413 26 20 33 29 36 45 35 23 42 20 25 80 493 93 31 629 379 76
leaf_count=22 34 75 102 47 151 24 28 38 20 27 25 413 26 20 33 29 36 45 35 23 42 20 25 80 493 93 31 629 379 76
internal_value=0 0.00609645 0.00620696 0.00628473 0.00245437 0.00634886 0.006108 0.00617209 0.00700064 0.00200915 0.0071314 0.00680689 0.00624689 0.00619122 0.00548626 0.00703729 0.00490651 0.00284045 0.00393267 0.00619473 0.003502 0.00407318 0.00462571 0.00537636 0.00648819 0.00688247 0.00664171 0.006814 0.00639034 0.00732052
internal_weight=0 2769 2694 2645 352 2598 1897 1869 701 49 681 579 1831 1805 535 554 65 113 80 422 201 167 147 122 1270 777 684 653 402 489
internal_count=3121 2769 2694 2645 352 2598 1897 1869 701 49 681 579 1831 1805 535 554 65 113 80 422 201 167 147 122 1270 777 684 653 402 489
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=31
num_cat=0
split_feature=4 2 12 2 15 2 1 3 4 0 12 16 457 34 47 52 159 14 149 3 16 0 1419 1429 50 457 47 12 481 13
split_gain=0.33555 0.0986756 0.0564584 0.0503523 0.0620824 0.0514072 0.0468114 0.0362138 0.0367278 0.0350983 0.0339646 0.0324239 0.0324077 0.0314782 0.030483 0.0304736 0.0367948 0.0340751 0.0354257 0.0302553 0.0407309 0.0497079 0.0329913 0.0472021 0.041906 0.029402 0.0453646 0.0279466 0.0260875 0.0297715
threshold=0.27287000000000006 0.14285500000000004 1.0000000180025095e-35 -0.0091949999999999983 0.013270000000000002 0.099185000000000009 0.15471500000000002 0.092670000000000016 -0.031404999999999995 -0.072594999999999979 0.10388500000000002 -0.0013749999999999997 0.083570000000000019 -0.085489999999999997 0.07813500000000001 0.039215000000000007 0.10620500000000001 -0.47013499999999991 0.07770500000000001 -0.13309499999999996 0.013515000000000001 -0.13027499999999997 0.086325000000000013 0.083810000000000009 1.0000000180025095e-35 0.083190000000000014 0.081320000000000017 0.11650500000000001 -0.051484999999999996 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 7 15 11 -9 -1 14 25 -7 -11 -3 17 -17 -2 -19 28 21 -21 23 24 27 26 -5 -22 -4 -30
right_child=6 10 19 4 -6 12 -8 8 -10 13 -12 -13 -14 -15 -16 16 -18 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0057240699040925222 0.0053211200001117382 -0.0019125528906722769 0.0037583277495948347 0.0025483870683887674 0.0081370462643047953 0.0039448708023337537 -0.0012616337636219604 0.0062646194076579481 0.0011394251984993703 0.0039326688585182039 0.0043247376721942937 0.0090236217831261463 0.00013829973490478903 -0.0010199503966070937 0.0031451303797604686 0.0057425078578051871 0.00089083030788143249 0.0011727145066788344 0.0054103225310841068 0.0014140399888371274 0.0047415139542055038 0.0060001848638354532 0.0077840344466762069 0.00050336671993136408 0.008233706981903224 0.0083510042949845754 0.0079753417579922822 0.00096285201032601667 0.0091493534160748367 0.0064276328482895861
leaf_weight=21 28 26 22 43 57 160 35 27 29 21 41 40 26 33 22 54 22 191 22 24 288 1548 34 27 33 28 24 21 63 111
leaf_count=21 28 26 22 43 57 160 35 27 29 21 41 40 26 33 22 54 22 191 22 24 288 1548 34 27 33 28 24 21 63 111
internal_value=0 0.00548681 0.00559559 0.00464768 0.00506114 0.00459609 0.00220893 0.00574843 0.0036105 0.00225511 0.00221102 0.00663527 0.00341277 0.000906068 0.000405552 0.00259212 0.00433807 0.00204152 0.0016104 0.00581783 0.00570023 0.00593017 0.00480332 0.00452867 0.00484646 0.00562965 0.00449237 0.00448471 0.00700286 0.00741308
internal_weight=0 2769 2680 509 434 377 352 191 56 75 89 135 186 54 48 317 76 241 213 2171 1975 1572 403 369 342 95 67 309 196 174
internal_count=3121 2769 2680 509 434 377 352 191 56 75 89 135 186 54 48 317 76 241 213 2171 1975 1572 403 369 342 95 67 309 196 174
is_linear=0
shrinkage=0.1


Tree=7253
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 14 2 1 2 2 4 0 150 0 4 4 0 15 475 3 150 47 1 4 13 15 16 12
split_gain=14.5952 2.36675 1.49206 1.23322 0.754516 0.7508 0.454024 0.384994 0.368169 0.325157 0.311268 0.304774 0.223568 0.272248 0.21703 0.228943 0.198368 0.174847 0.204792 0.147832 0.13746 0.134969 0.116909 0.111832 0.132612 0.0893983 0.084414 0.0824359 0.0820245 0.0787716
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.099515000000000006 0.088725000000000012 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.11474000000000002 0.14838000000000004 0.00063500000000000004 -0.11173999999999999 0.089910000000000018 -0.15090499999999998 0.40945500000000007 -0.55119499999999988 -0.079119999999999982 -0.028889999999999996 -0.066784999999999983 -0.12711499999999995 1.0000000180025095e-35 0.090100000000000013 0.11669000000000002 -0.0070899999999999991 -1.0000000180025095e-35 -0.14147499999999996 -0.29154999999999992 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 23 11 12 20 -5 25 16 13 19 15 -14 -4 -15 -19 -1 -6 -20 -22 24 28 -7 -18 -26 -3 -27
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 -13 14 17 -16 -17 26 18 21 -21 22 -23 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.00069957453611434683 0.00072882735219440963 0.00046395779483848147 0.00038528504209239887 0.00066000599319581484 0.00077128756896862542 0.00074870111158741709 0.00045754487592199834 0.00088810219215104214 0.00047972513097743405 0.00042071072094331631 0.00039101798525627919 0.00012897587487236089 0.0009153611110705956 0.00093312299612796667 0.00054491649177622673 0.0006962869053576137 0.00020104592979827631 0.00077095598173734087 0.00060048398562849881 0.00048194204557540951 0.00067426122823874323 0.00072978887032765889 0.00052665108113438431 0.00049319935523181601 0.000353578083973 0.00067167483519934754 0.00032871990010906486 0.00018145337997588749 0.00036667912181454751 0.00052680897924808293
leaf_weight=30 76 48 45 34 54 23 37 76 39 61 24 84 20 22 33 221 85 1077 34 20 331 356 22 33 23 31 26 20 109 27
leaf_count=30 76 48 45 34 54 23 37 76 39 61 24 84 20 22 33 221 85 1077 34 20 331 356 22 33 23 31 26 20 109 27
internal_value=0 0.000402392 0.000362052 0.000725345 0.000734255 0.000449483 0.000255367 0.000751382 0.000661717 0.000506353 0.000587146 0.000224198 0.000745651 0.000754838 0.000694047 0.000714467 0.000275471 0.000759617 0.000757015 0.000612522 0.000679156 0.000718516 0.000665062 0.000387446 0.000369997 0.000645258 0.000230952 0.00027352 0.00039642 0.000604237
internal_weight=0 691 615 2430 2335 338 277 1889 446 95 105 240 1813 1539 274 241 156 1489 1467 50 407 390 353 233 200 81 111 43 157 58
internal_count=3121 691 615 2430 2335 338 277 1889 446 95 105 240 1813 1539 274 241 156 1489 1467 50 407 390 353 233 200 81 111 43 157 58
is_linear=0
shrinkage=0.00196078


Tree=7254
num_leaves=31
num_cat=0
split_feature=1 12 2 10 10 3 13 2 47 4 51 16 15 4 12 16 42 484 2 1 1211 1211 4 1 156 16 0 474 52 160
split_gain=0.337103 0.0868678 0.0430404 0.0413113 0.0451817 0.0396941 0.0466321 0.038684 0.0501281 0.0530733 0.0412772 0.0339497 0.0431229 0.0311259 0.0306252 0.0281733 0.0279048 0.0265684 0.0410273 0.0260842 0.0250587 0.0321413 0.0498314 0.0440217 0.0286124 0.0229425 0.0291956 0.0290694 0.0249938 0.0268855
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 -0.079859999999999987 -0.38851999999999992 -0.05647499999999999 0.05868000000000001 -1.0000000180025095e-35 0.077555000000000013 -0.064054999999999987 0.090050000000000005 -0.013324999999999998 -0.026084999999999994 -0.059649999999999988 0.087830000000000005 0.052820000000000013 0.093655000000000002 0.041405000000000004 0.087995000000000004 0.11323000000000001 0.087635000000000005 0.078255000000000005 -0.39518999999999993 0.089105000000000018 0.091015000000000013 -0.0019699999999999995 -0.095504999999999993 0.10674500000000002 -0.081934999999999994 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 6 16 -1 9 -9 17 19 15 -7 20 -13 -5 18 -11 -4 21 22 -3 24 -24 28 -27 -28 -16 -30
right_child=3 14 11 5 -6 13 -8 8 -10 10 -12 12 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0030360248196215946 0.0019131430546729139 0.011058703785584796 0.0052944981874358185 0.0088689989837196972 -0.0040768159274011855 0.0053051048431930568 0.0011113337697461249 0.006792105816464911 0.0081942506372632284 0.0087445548335697669 -0.00044802241493016484 0.00084238742877330115 -0.0016904766272221293 0.0016352372904153666 0.0081850776130833278 0.0060866705700755126 0.0042221713561697736 0.00099892574362456807 0.0040853221719617241 0.0017624928709119561 0.0090068650577450182 0.0021944636967964472 0.0063664682983993167 0.0017125338993289254 0.0025284879608079795 0.0082315439801895988 0.0044362605274217998 0.0070945891247981277 0.0087678586520875505 0.0055636451339339575
leaf_weight=84 34 21 69 24 20 26 25 93 55 23 20 21 28 208 41 20 28 20 106 30 32 20 675 22 20 25 389 46 27 869
leaf_count=84 34 21 69 24 20 26 25 93 55 23 20 21 28 208 41 20 28 20 106 30 32 20 675 22 20 25 389 46 27 869
internal_value=0 0.00548178 0.0043811 0.00224776 -0.00030536 0.00269107 0.00466052 0.00494405 0.00544964 0.00487348 0.00381767 0.00303741 0.00133464 0.002043 0.00576814 0.00340057 0.00636686 0.00439025 0.00491604 0.00422419 0.00626576 0.00615004 0.00625724 0.00611661 0.00625602 0.00548674 0.00490836 0.00471737 0.00577068 0.0056602
internal_weight=0 2756 569 365 54 311 77 401 317 262 169 168 69 234 2187 41 52 149 129 99 790 758 738 717 695 1397 460 435 937 896
internal_count=3121 2756 569 365 54 311 77 401 317 262 169 168 69 234 2187 41 52 149 129 99 790 758 738 717 695 1397 460 435 937 896
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=31
num_cat=0
split_feature=4 3 2 9 2 44 39 4 3 16 0 48 48 13 3 12 484 43 1 0 1 4 2 150 160 394 159 484 475 402
split_gain=0.278152 0.0836209 0.0641629 0.042098 0.0383627 0.030988 0.0334397 0.0341944 0.0450784 0.0718727 0.0344503 0.0322326 0.038598 0.0287427 0.0286656 0.0447543 0.0286654 0.0529101 0.0275903 0.0267024 0.0679429 0.0794534 0.0408972 0.0317046 0.029294 0.0293299 0.0286047 0.0244059 0.0274444 0.0291667
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.25063000000000007 1.0000000180025095e-35 0.10076500000000001 -0.082249999999999976 0.090900000000000009 -0.059624999999999991 -0.010949999999999998 0.092475000000000016 0.078735000000000013 0.14871000000000004 -0.0037349999999999996 -0.087484999999999993 0.064170000000000019 -0.011244999999999998 0.095950000000000021 -0.097024999999999986 0.08592000000000001 0.022185000000000003 0.088125000000000023 -0.091259999999999994 -0.54913999999999985 -0.0065099999999999993 0.082585000000000006 0.25819500000000006 -0.084169999999999981 0.012085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 18 6 7 11 10 -10 14 12 16 -8 15 -9 -5 -18 -2 20 22 -22 -17 -21 -25 -26 -24 28 -27 -30
right_child=4 -3 -4 5 -6 -7 13 8 9 -11 -12 -13 -14 -15 -16 19 17 -19 -20 23 21 -23 26 24 25 27 -28 -29 29 -31
leaf_value=0.0021320153509805095 0.0058269659848883756 0.0016362471544804674 -0.0002376712797938482 0.0059342247502933874 -0.0019139447327082356 0.0078480985640298311 0.0044041743671352209 0.0023967374882732447 0.0053078491328837907 -0.0012786983978003265 0.0011559354404554419 0.0027757120248861613 0.0097439955808222289 -0.00040011864621192217 0.0070491602222529665 0.0072353337175974797 -7.8843250546766375e-05 0.0065055632462295209 0.0019940889859553154 0.0091786738531664021 -0.0040732960635796196 0.0040110605290993263 0.0026947809728609623 0.0083708167009587803 0.0077052337838159433 0.0062623383552876319 0.0065501268366696666 0.0074538627895526597 0.004581901104741163 0.0060411121278895804
leaf_weight=48 20 75 23 577 24 41 33 65 37 30 23 35 25 20 69 55 23 26 308 20 20 31 67 28 42 141 27 40 989 159
leaf_count=48 20 75 23 577 24 41 33 65 37 30 23 35 25 20 69 55 23 26 308 20 20 31 67 28 42 141 27 40 989 159
internal_value=0 0.0049298 0.00502149 0.00506677 0.00194541 0.00512048 0.00507717 0.00512926 0.00490493 0.00235865 0.00500098 0.00573197 0.0058909 0.00259123 0.00505143 0.00496958 0.00573703 0.00341492 0.0022278 0.00507287 0.00399112 0.000840725 0.00506944 0.00522534 0.00516882 0.00510343 0.00380217 0.0050212 0.00494572 0.004784
internal_weight=0 2769 2694 2671 352 2623 2582 2529 1843 67 1776 686 651 53 1753 1684 626 49 328 1619 200 51 149 1419 1399 1371 94 1329 1289 1148
internal_count=3121 2769 2694 2671 352 2623 2582 2529 1843 67 1776 686 651 53 1753 1684 626 49 328 1619 200 51 149 1419 1399 1371 94 1329 1289 1148
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=31
num_cat=0
split_feature=4 3 2 1 9 149 52 14 1 42 3 15 15 158 4 12 0 16 9 13 1 15 15 160 52 13 12 1427 51 15
split_gain=0.225303 0.0677329 0.0519719 0.0344602 0.0340994 0.0258159 0.0256889 0.035294 0.0274155 0.0255461 0.0295409 0.0305157 0.0638246 0.0279284 0.0282413 0.0414158 0.0392721 0.0388067 0.0295593 0.0260154 0.0255164 0.0827203 0.0298948 0.0239062 0.0236027 0.0216171 0.0213121 0.0208133 0.0204347 0.026491
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.15471500000000002 -1.0000000180025095e-35 0.07770500000000001 0.039215000000000007 -0.47013499999999991 0.11392000000000001 0.11457500000000002 -0.077644999999999978 0.093115000000000017 0.090455000000000021 0.07968500000000002 0.024790000000000003 -0.086254999999999984 -0.07384499999999998 -0.36241499999999999 0.081890000000000004 0.27020000000000005 0.083345000000000016 -0.040804999999999994 -0.080694999999999989 0.079055000000000014 0.11639500000000001 -0.071554999999999994 0.09364500000000002 0.088585000000000011 -0.40274499999999996 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 23 6 7 -2 -8 13 11 12 -11 14 15 16 -6 -16 19 27 22 -22 -19 -1 -15 26 -9 -17 29 -24
right_child=3 -3 -4 -5 9 -7 8 25 -10 10 -12 -13 -14 24 17 18 -18 20 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2687193015590314e-05 0.0045813441011497555 0.0014726224195183023 -0.00021390408459726884 -0.0012268461360196983 0.0039462222972191704 0.0049788790222789559 0.0064893602758751339 0.00049858100893389844 0.0021707934195565404 0.0058919439822520047 0.0022320378355018084 0.0068757898096616079 -0.0012671844818396495 0.005945253939135 0.005576721416467703 0.0046545547388697033 -0.0013295727737602733 0.0021046103988013858 0.0081509018961626756 0.0078950256955487505 0.0032528757894178858 -0.0039851847011595967 0.0065593274099574918 0.0045593911642208699 0.0025948176767839042 0.0017222582238560942 -0.003179935925263202 0.0068818446017292791 0.007856601853431627 0.0014740264788269998
leaf_weight=28 28 75 23 35 43 28 21 63 49 33 94 39 20 245 76 1727 21 49 26 26 75 20 21 20 23 107 21 43 22 20
leaf_count=28 28 75 23 35 43 28 21 63 49 33 94 39 20 245 76 1727 21 49 26 26 75 20 21 20 23 107 21 43 22 20
internal_value=0 0.00443682 0.00451934 0.00175087 0.0045601 0.00207964 0.00179874 0.00126571 0.00346636 0.00460843 0.00347881 0.00475268 0.00319039 0.00469465 0.00457565 0.00471543 0.0022151 0.00364414 0.00480325 0.00475479 0.00293459 0.00172907 0.00395712 0.00191881 0.00565772 0.000779652 -0.000421048 0.00470866 0.00539796 0.00407869
internal_weight=0 2769 2694 352 2671 317 289 219 70 2623 186 92 53 2437 2169 1886 64 283 1822 1796 207 95 112 48 268 191 84 1770 63 41
internal_count=3121 2769 2694 352 2671 317 289 219 70 2623 186 92 53 2437 2169 1886 64 283 1822 1796 207 95 112 48 268 191 84 1770 63 41
is_linear=0
shrinkage=0.1


Tree=7257
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 11 12 52 130 3 42 2 16 4 96 52 133 1375 15 1453 43 52 2 41 2 42 48 13 49 3
split_gain=0.182495 0.0548636 0.0427385 0.0322147 0.0289923 0.0309114 0.0337648 0.0302668 0.0384227 0.0440153 0.0525663 0.0288346 0.0372151 0.0326078 0.0316969 0.02828 0.0311121 0.0447501 0.0353197 0.0299358 0.0290757 0.0431982 0.0283367 0.0264129 0.0264011 0.0251527 0.0263404 0.0346617 0.0299917 0.0254793
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 1.0000000180025095e-35 0.09320500000000001 -0.046924999999999988 -0.082104999999999984 -0.10217499999999997 -0.092814999999999981 0.13754500000000003 -0.11118499999999999 0.62736500000000006 0.086715000000000014 -0.084699999999999984 0.089405000000000012 0.084145000000000011 -0.07490999999999999 -0.049419999999999992 -0.083269999999999997 -0.16675999999999999 0.098260000000000014 0.083035000000000012 0.081685000000000021 0.09112000000000002 0.099800000000000014 0.05868000000000001 -0.043469999999999995 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 23 8 -4 10 -10 14 13 -13 25 16 17 19 -18 -11 21 -21 -20 -7 -17 26 27 28 -2 -27
right_child=11 -3 4 -5 -6 6 -8 -9 9 15 -12 12 -14 -15 -16 24 18 -19 22 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0016994747010440651 0.0017652468451370416 0.0013253601916561216 -0.00043011179465490086 0.0034555665329443642 0.0011298803589397722 0.0075087263563779205 0.0039788437877591194 0.0042847100689259853 0.0048167868654920981 0.0010558502301573753 -0.0014212163052122508 -0.00033540597272127179 -0.0030538807019453358 0.0042062170542776587 -0.0012570500033907593 -0.00015149700754721251 0.0052752541992554655 0.0089439187927738487 0.0031632507027825347 0.0085699601059143499 0.0041034566609150901 0.0039509038047981452 -0.00090242575931673253 0.0034353090450167656 0.0033342905660620746 0.0026546461200008969 0.00028042021095407786 0.001203862369293347 0.0057134349295567422 -0.0013168639579089359
leaf_weight=22 26 75 24 27 32 78 88 1741 22 25 35 43 27 25 25 28 36 23 40 41 245 40 30 20 97 35 27 40 74 30
leaf_count=22 26 75 24 27 32 78 88 1741 22 25 35 43 27 25 25 28 36 23 40 41 245 40 30 20 97 35 27 40 74 30
internal_value=0 0.00399313 0.0040674 0.00114106 0.00412162 0.00415825 0.00540067 0.00406304 0.00350046 0.00364295 0.000986434 0.00157578 8.71388e-05 0.00133431 0.00212606 0.00389324 0.00424213 0.00467074 0.00272987 0.00439073 0.00464648 0.00628894 0.00142082 0.00667742 0.00255347 0.00249062 0.00314022 0.00369175 0.00468691 0.000821641
internal_weight=0 2769 2694 49 2645 2613 186 2427 686 662 57 352 95 68 257 605 480 374 106 351 326 81 70 98 125 232 167 140 100 65
internal_count=3121 2769 2694 49 2645 2613 186 2427 686 662 57 352 95 68 257 605 480 374 106 351 326 81 70 98 125 232 167 140 100 65
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 14 4 2 16 15 14 47 52 1 124 2 4 160 3 1 3 4 16 3
split_gain=20.1161 2.53289 2.24561 1.35132 1.26833 0.855541 0.810149 0.740153 0.634881 0.543954 0.451889 0.419034 0.417942 0.329616 0.304851 0.303999 0.265485 0.268458 0.244044 0.33391 0.344481 0.207498 0.18822 0.188031 0.259468 0.184791 0.156753 0.183385 0.151111 0.162952
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.091475000000000015 -0.17966999999999997 0.40124500000000002 0.14285500000000004 0.27834500000000006 0.076175000000000007 0.053180000000000012 0.11389000000000002 -0.040964999999999994 0.13592500000000005 0.062655000000000016 0.077555000000000013 0.0046550000000000003 0.10124500000000002 -0.072314999999999977 0.089005000000000015 -0.0070899999999999991 -0.067824999999999983 -0.0025099999999999996 0.081315000000000012 -0.14186499999999996 -0.14098499999999997 0.10994000000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 13 9 11 -6 22 10 -3 21 15 16 -7 26 17 28 19 20 -9 -4 -5 -12 -25 -23 -8 -28 29 -1
right_child=1 5 6 8 7 14 12 18 -10 -11 23 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00077569375280781732 0.00045361563033115488 0.00050119635905107303 0.00090199825116564242 0.00089065396026069045 0.0008803540752047584 0.00038435888642013289 0.00093286508028710266 0.00045478074324432932 0.00046929831719221172 0.00014291613525856901 0.00041756143591796248 0.0010781740453745295 0.00071780462753900541 0.00057408938669133093 0.00070026125758886342 0.00061359571678864079 0.001030155649797164 0.00096955055831581026 0.00072658102321911631 0.00041451560472551322 0.00074305277330652647 0.00085901306832537926 0.00071229358514149983 0.00032991488141561649 0.00010515288336832514 0.00069891978314430331 0.00068847950657500935 0.00084088671976008974 0.00087795107480296165 0.00060507290193117136
leaf_weight=93 181 43 919 46 28 23 67 30 29 97 23 46 139 22 24 23 22 31 22 74 34 262 45 39 40 31 32 590 38 28
leaf_count=93 181 43 919 46 28 23 67 30 29 97 23 46 139 22 24 23 22 31 22 74 34 262 45 39 40 31 32 590 38 28
internal_value=0 0.000434703 0.00083675 0.000560589 0.000706183 0.00030359 0.000862875 0.000586256 0.000721941 0.000256574 0.000332608 0.000894484 0.00081615 0.000802535 0.000545671 0.00083535 0.000826241 0.00080263 0.000534788 0.000504213 0.000607925 0.000887512 0.000802454 0.000261536 0.000216111 0.000842075 0.000842752 0.000833046 0.000770086 0.000736211
internal_weight=0 590 2531 301 422 289 2109 188 120 242 145 1258 851 234 47 712 212 190 160 138 64 1212 91 102 79 293 689 622 159 121
internal_count=3121 590 2531 301 422 289 2109 188 120 242 145 1258 851 234 47 712 212 190 160 138 64 1212 91 102 79 293 689 622 159 121
is_linear=0
shrinkage=0.00196078


Tree=7259
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 4 1 150 0 1 40 2 50 1 1 1 0 133 1420 3 160 1 12 43
split_gain=13.038 2.16526 1.16751 0.902394 0.793163 0.613788 0.512007 0.370512 0.344878 0.326692 0.272349 0.209302 0.176902 0.17421 0.15155 0.151317 0.132901 0.123273 0.120357 0.116352 0.106794 0.0991313 0.13426 0.0948401 0.0886928 0.100944 0.178967 0.0883052 0.0876799 0.0873181
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.077845000000000011 0.062655000000000016 0.14122000000000004 -0.15289999999999995 0.089770000000000016 1.0000000180025095e-35 -0.095504999999999993 0.122715 -0.077474999999999988 0.092365000000000017 0.041865000000000006 0.12958500000000003 0.12958500000000003 0.076935000000000017 -0.030209999999999997 -1.0000000180025095e-35 -0.084814999999999988 -0.12018999999999998 -0.037174999999999993 0.076935000000000017 0.085885000000000017 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 16 20 -4 12 13 -9 17 21 -14 -2 -3 24 -6 23 -8 22 -7 -5 -1 26 -26 -19 -16 -10
right_child=1 4 8 19 18 10 7 11 29 -11 -12 -13 14 -15 28 -17 -18 27 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00081663065096911254 0.0006244397267559503 0.00026465441260765032 0.0006238078218506498 0.00028234793104330133 8.4013235126863709e-05 0.0006172574713353339 0.00056948498097670534 0.0005072585296104936 0.00041035574828447843 0.00079842134588970143 0.00044149917771746697 0.00029479295394144194 0.00053619375067311625 0.00045727268172483473 0.00053195141842199737 0.00046594781678943234 0.00011871142675127445 0.00063265797767688965 0.00023646435888588068 0.00022468837131472196 0.00038891455268158634 0.00068105081525993995 0.00047440995574414893 0.000444917662328807 0.00047091270359479146 0.00068894369988097004 0.00069622730197682668 0.00076772114371552187 0.00065863816104702534 0.00025661341471634074
leaf_weight=20 115 47 28 22 85 262 34 20 49 79 41 164 57 27 23 29 49 268 26 25 20 81 28 37 23 1147 33 20 242 20
leaf_count=20 115 47 28 22 85 262 34 20 49 79 41 164 57 27 23 29 49 268 26 25 20 81 28 37 23 1147 33 20 242 20
internal_value=0 0.000342928 0.000651083 0.000498306 0.000263319 0.000659781 0.000311041 0.000359798 0.000440271 0.000674962 0.000593663 0.000317887 0.000669641 0.000609338 0.000627914 0.000592521 0.000190163 0.000678534 0.000119723 0.000336795 0.000502607 0.000620404 0.000603465 0.000384298 0.000687128 0.000684975 0.000603687 0.000642037 0.000647643 0.000365793
internal_weight=0 673 2448 228 445 2351 334 238 97 1912 439 184 1833 398 322 144 96 1511 111 84 54 371 290 59 1223 1203 56 288 265 69
internal_count=3121 673 2448 228 445 2351 334 238 97 1912 439 184 1833 398 322 144 96 1511 111 84 54 371 290 59 1223 1203 56 288 265 69
is_linear=0
shrinkage=0.00196078


Tree=7260
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 14 4 49 0 2 1 1 1 0 1 1 50 4 1 1 1 0 4 47 13
split_gain=24.147 3.92234 1.92699 1.85199 1.39162 1.24494 0.96772 0.764596 0.604401 0.594561 0.514619 0.399976 0.39071 0.366058 0.344735 0.28939 0.270838 0.224084 0.215206 0.202343 0.19072 0.15716 0.149477 0.128904 0.124621 0.123706 0.120706 0.120671 0.106681 0.105075
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.13501500000000002 0.09253500000000002 0.10613000000000002 0.062655000000000016 -0.15289999999999995 -0.054984999999999992 -0.22491999999999998 -0.090999999999999984 0.13075500000000004 0.16175000000000003 0.086920000000000011 -0.23001499999999997 0.12000500000000001 0.13288500000000003 0.041865000000000006 -0.013514999999999998 0.075045000000000014 0.122715 0.12958500000000003 -0.038659999999999993 0.0067750000000000006 0.091680000000000011 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 10 19 13 -4 25 14 -11 -2 -7 -1 -5 21 -16 -19 -3 -13 -6 23 26 28 -8 -15 -20 -14 -24
right_child=1 4 8 15 16 7 9 -9 -10 11 -12 20 24 22 17 -17 -18 18 27 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005585656089645124 0.00045535982128324818 0.00026893027126789092 0.00070474666974055036 0.00039606250560799848 4.414489491720477e-05 0.00052458347362356584 0.00062150669508670583 0.0004751137609203997 0.00038035582708136301 0.00057731585978877307 0.00098456113229892736 0.00030992516001145814 0.00081748779009249337 0.00075932278147017339 0.00082129753131635985 0.00014130322532901417 -0.00015233510115595202 0.00056848220892396627 0.00078912502428253627 7.4717696835740677e-05 0.00011372712984267762 0.00022707938746202225 0.00075533467692549437 0.00082057501529733548 0.00059683616338323815 0.00042716449473564531 0.0006553117425017336 0.00067657187958757936 0.00068772934815462892 0.00068136410847543561
leaf_weight=22 23 30 34 60 65 32 34 48 63 20 62 142 58 270 1026 24 21 20 343 66 22 25 113 110 21 20 51 41 42 213
leaf_count=22 23 30 34 60 65 32 34 48 63 20 62 142 58 270 1026 24 21 20 343 66 22 25 113 110 21 20 51 41 42 213
internal_value=0 0.000345527 0.000764895 0.000554653 0.000238379 0.000776069 0.000301591 0.000715384 0.00049406 0.000368623 0.000809618 0.000315531 0.000689623 0.000730002 0.000802148 0.000323274 4.81745e-05 0.000805895 0.00076678 0.000135409 0.000283606 9.496e-05 0.000738685 0.000762648 0.000734153 0.000549528 0.000742798 0.000777108 0.000762989 0.000707004
internal_weight=0 673 2448 228 445 2351 334 837 97 238 1514 184 144 789 1452 84 111 1430 404 96 164 90 757 431 121 54 321 384 100 326
internal_count=3121 673 2448 228 445 2351 334 837 97 238 1514 184 144 789 1452 84 111 1430 404 96 164 90 757 431 121 54 321 384 100 326
is_linear=0
shrinkage=0.00196078


Tree=7261
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 14 1 2 4 2 2 1 52 50 47 0 2 1 13 15 48 15 0 16 0 1 51 15
split_gain=21.6474 3.51183 2.23483 1.99415 1.21614 0.941678 0.906485 0.608167 0.59491 0.588848 0.58402 0.531061 0.482999 0.239886 0.184209 0.17863 0.153434 0.138986 0.137888 0.137004 0.129481 0.124097 0.120647 0.114842 0.184737 0.112723 0.0956301 0.0918125 0.113079 0.102609
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.14122000000000004 0.062655000000000016 0.077845000000000011 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.089885000000000007 0.091195000000000012 -0.56176499999999996 0.086295000000000011 0.090100000000000013 -0.22491999999999998 0.087675000000000017 0.11829500000000003 -1.0000000180025095e-35 -0.033689999999999991 0.081805000000000017 -0.15914499999999995 -0.13455999999999999 -0.16075999999999999 -0.010949999999999998 0.11669000000000002 -0.085989999999999997 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 12 -5 10 21 19 13 23 -14 25 27 -16 -9 -6 -12 -4 -10 -1 -25 -11 -8 28 -3 -29
right_child=1 2 9 8 11 -7 26 18 22 15 20 -13 14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00094008048542407381 0.00078611951528653051 0.00022750931426736653 0.00051734845227032324 0.0007457471423957194 0.00075031820803849933 0.00041305316955435507 0.00059908430477261659 0.0010296435823627546 0.00029460356534257825 0.0001141980097078747 0.00014336243918821118 0.00036727554245480619 0.00088051536244244868 0.00075870017897928675 0.00061331903920410857 0.00025197606632957454 0.00048624121670324004 0.00075638044201149183 0.00086917752019163613 0.00056169737057358603 0.00030657905482632276 0.00034310221879572044 0.00046675079301291823 0.00068371704207022157 0.00083057608441758466 -2.6298108413600208e-05 0.00040963439416943811 0.0003510128686050523 0.00038604647201924202 0.00015897906170792733
leaf_weight=35 74 20 30 28 57 25 21 50 24 52 74 24 45 220 27 22 33 791 35 20 25 33 45 34 1048 38 20 23 128 20
leaf_count=35 74 20 30 28 57 25 21 50 24 52 74 24 45 220 27 22 33 791 35 20 25 33 45 34 1048 38 20 23 128 20
internal_value=0 0.000383137 0.000333353 0.000780206 0.000443322 0.000791574 0.000795642 0.000800827 0.000504693 0.000202914 0.000278495 0.000621948 0.000794539 0.000817881 0.000758377 9.35932e-05 0.000362781 0.000751658 0.000963569 0.000701326 0.000184579 0.000426077 0.000406873 0.000829537 0.000825961 5.48774e-05 0.00050667 0.00034145 0.000364623 0.000261695
internal_weight=0 673 599 2448 325 2351 2326 2285 97 274 162 101 2200 1337 863 112 224 818 85 77 99 63 69 1117 1082 90 41 191 148 43
internal_count=3121 673 599 2448 325 2351 2326 2285 97 274 162 101 2200 1337 863 112 224 818 85 77 99 63 69 1117 1082 90 41 191 148 43
is_linear=0
shrinkage=0.00196078


Tree=7262
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 1 2 49 1 2 150 2 1 1 1 4 2 1 0 50 1 133 1 15 0
split_gain=23.51 3.69248 1.96048 1.71693 1.44884 1.19739 0.785225 0.576568 0.540351 0.624685 0.533925 0.517825 0.392613 0.365529 0.44415 0.313935 0.279734 0.249013 0.243211 0.232155 0.22886 0.251402 0.228453 0.22297 0.170135 0.159052 0.154191 0.114274 0.106051 0.190276
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 1.0000000180025095e-35 0.09253500000000002 0.14285500000000004 -0.054984999999999992 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.13436000000000001 0.16175000000000003 0.12000500000000001 -0.55119499999999988 0.089005000000000015 0.076935000000000017 -0.019414999999999998 0.041865000000000006 0.13075500000000004 -1.0000000180025095e-35 0.12040000000000002 -0.15914499999999995 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 19 13 -8 -10 -4 15 -2 20 16 22 -15 -11 24 -3 -1 28 23 -7 -6 26 -5 -14 -22 -30
right_child=1 4 10 25 18 11 8 -9 9 17 -12 -13 27 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011548331875204485 0.00059629434819721502 0.00045212828402036153 0.00083690926673228073 0.00040171504877308472 0.00019169335875120772 0.00086066020468003428 0.00082764005982408333 0.0011129465057938461 0.00075364059287738182 0.00047493585686637419 0.00053201717644271328 0.00061912186890503401 0.00091113020684204849 0.00069113492724332459 0.00061600337683112821 0.00066131447180512121 0.00091626925213459439 0.00025293516806939383 1.0221478717104226e-05 0.00024410003268581041 0.0010861013387264656 0.00091287277539853315 0.00095512872785710919 0.00068025186688131054 0.0003820292382848029 0.00034348326461280091 0.0006079827699621887 0.00077309366138881707 0.00083624098026964468 0.00096979117658854545
leaf_weight=21 23 30 34 22 65 287 20 76 30 166 63 39 90 23 23 30 274 22 21 66 28 497 92 29 25 24 38 31 43 889
leaf_count=21 23 30 34 22 65 287 20 76 30 166 63 39 90 23 23 30 274 22 21 66 28 497 92 29 25 24 38 31 43 889
internal_value=0 0.000498266 0.000912065 0.000701171 0.000394305 0.000923336 0.000458804 0.000945661 0.000519185 0.000490886 0.000638887 0.000835626 0.000831128 0.00093859 0.000878506 0.000854904 0.000898835 0.000448957 0.000200229 0.000309109 0.000951599 0.000948669 0.000869139 0.000844104 0.000244564 0.000478389 0.000532351 0.000875765 0.000967202 0.00096363
internal_weight=0 673 2448 228 445 2351 334 1874 238 218 97 477 144 1798 320 438 297 188 111 96 1478 1457 408 316 90 84 60 121 960 932
internal_count=3121 673 2448 228 445 2351 334 1874 238 218 97 477 144 1798 320 438 297 188 111 96 1478 1457 408 316 90 84 60 121 960 932
is_linear=0
shrinkage=0.00196078


Tree=7263
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 3 47 52 52 1 1 39 2 12 480 15 4 0 1 400 15 49 457 2 1 49 1456 133 2 49
split_gain=0.508279 0.0879991 0.075051 0.0540689 0.0488277 0.0564417 0.0456729 0.049608 0.05665 0.041069 0.036015 0.0394679 0.0350202 0.03372 0.0394081 0.0310886 0.0304259 0.0387997 0.0296328 0.027272 0.0254726 0.0246267 0.0292518 0.0382668 0.0611058 0.0455753 0.0307761 0.0477924 0.0332114 0.0271878
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.084680000000000019 0.035560000000000008 0.11924500000000002 0.077555000000000013 -0.087769999999999987 -0.081934999999999994 0.15471500000000002 0.093575000000000019 0.091820000000000013 0.14285500000000004 0.090285000000000018 -0.03031 -0.0040799999999999994 0.033845000000000007 -0.088774999999999979 0.090740000000000015 -0.082934999999999995 0.13592500000000005 0.085970000000000005 0.09228500000000002 0.087815000000000018 0.089875000000000024 0.0043850000000000009 0.085090000000000013 0.088035000000000016 0.091545000000000015 -0.0043999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 5 6 7 -1 -9 -3 11 15 -2 21 -15 -10 17 -16 -8 -19 -21 22 23 25 26 -4 28 -28 -25 -30
right_child=1 9 13 -5 -6 -7 18 8 10 -11 -12 -13 -14 14 16 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0070090895965370511 0.006031744553269271 0.0025482031569602748 0.0075841464324487157 0.0024445153195723299 0.0084137163698100124 0.00065144839105554504 0.01017961014683048 0.00048883556454841579 0.0052725068568625433 -0.0011185672107551778 0.0031338509304544926 0.002328499365830794 0.002154830161102668 0.002226866564402978 0.0089719128084687315 0.0089397094598630596 0.0054016909164961678 0.010021703187679955 0.0059241502739799529 0.0066295956071466561 0.0030919189052101936 0.0083657037752169761 0.010629790405864301 0.0050141335995200044 0.00078418557864746877 0.0037184734290349299 0.012395783488173037 0.0054825806338340043 0.0051153695303946742 0.0098153745755553256
leaf_weight=86 170 240 650 82 52 26 30 35 53 35 74 24 27 21 79 41 172 23 36 661 21 186 23 129 21 32 20 20 20 32
leaf_count=86 170 240 650 82 52 26 30 35 53 35 74 24 27 21 79 41 172 23 36 661 21 186 23 129 21 32 20 20 20 32
internal_value=0 0.00335099 0.00669086 0.00460225 0.00552901 0.00515863 0.00546783 0.00496374 0.00418885 0.00208152 0.00486333 0.00594792 0.00550039 0.0069425 0.006512 0.00687203 0.00660613 0.00687037 0.00785845 0.00663488 0.00652066 0.00731372 0.00710711 0.00701942 0.00593908 0.00740277 0.00642891 0.00893918 0.00587416 0.00800768
internal_weight=0 554 2567 279 457 405 379 313 227 275 192 118 197 2110 977 94 956 784 66 705 682 1133 947 924 242 682 221 40 181 52
internal_count=3121 554 2567 279 457 405 379 313 227 275 192 118 197 2110 977 94 956 784 66 705 682 1133 947 924 242 682 221 40 181 52
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=31
num_cat=0
split_feature=1 12 2 1 3 12 34 2 12 3 15 47 0 48 160 11 11 11 3 43 12 43 132 15 12 3 40 1375 16 133
split_gain=0.420402 0.118133 0.0529872 0.0560085 0.0475545 0.0402908 0.0395028 0.0465975 0.0364483 0.0333533 0.0324703 0.030099 0.0294773 0.0282138 0.0565475 0.0420259 0.0377001 0.0388106 0.0351858 0.0548713 0.0304674 0.0255595 0.0286484 0.0353274 0.0244468 0.0364076 0.0253497 0.0244114 0.0371472 0.0233387
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.092390000000000014 0.30112000000000005 -0.42850999999999995 -0.021334999999999996 0.11510000000000002 0.099815000000000015 0.12745000000000004 0.035560000000000008 0.077555000000000013 -0.036484999999999997 0.090720000000000009 -0.11922499999999998 1.0000000180025095e-35 0.086080000000000018 0.08976000000000002 -0.11255999999999998 -0.13868499999999997 0.083815000000000014 -0.073404999999999984 0.084605000000000014 -0.07879499999999999 -0.081419999999999979 -0.116045 -0.050459999999999998 -0.093609999999999985 0.11346000000000002 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 -6 -2 12 13 24 27 -1 -8 15 -15 18 20 -18 19 -3 -17 22 23 -10 -9 -26 -27 -5 -29 -16
right_child=4 8 -4 10 5 -7 7 9 21 -11 -12 -13 -14 14 29 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.005523218721539009 -2.3468531286105133e-05 0.0067122019045720146 -0.00018283306761242619 0.00027687278692610566 0.0030014678644125956 -0.0012944914287979122 0.0069601040779355364 0.003969749484139566 0.010247772744125021 0.0051340263907707507 0.0068708612064697916 0.008667849639702279 0.0028141084923171784 0.00016639506909996271 0.0064303769443007502 0.0070095330609806954 0.003532423499186903 0.0088941951489282991 0.0064728246641095255 3.8494296710599559e-05 0.011129571974277497 0.0047351398037665015 0.0033843744846914583 0.0060696998098386731 0.0039672065747436138 0.000957346755873274 -0.0036155513149093497 0.0035477275553375876 0.0077432015030037453 0.0029433705702262081
leaf_weight=197 39 28 22 20 34 61 47 26 28 31 35 36 27 20 116 28 27 27 1485 22 50 247 24 73 20 27 22 256 23 23
leaf_count=197 39 28 22 20 34 61 47 26 28 31 35 36 27 20 116 28 27 27 1485 22 50 247 24 73 20 27 22 256 23 23
internal_value=0 0.00588999 0.0046323 0.00481913 0.00213561 0.00024301 0.0028879 0.00345562 0.00622701 0.00228586 0.00398901 0.00600908 0.00544738 0.00641081 0.00513804 0.00653221 0.00824443 0.00621331 0.00638497 0.00377577 0.00965058 0.00532481 0.00649001 0.00722798 0.00135646 0.000371744 -0.00109579 0.00365167 0.00389359 0.00585339
internal_weight=0 2787 589 567 334 95 239 200 2198 126 334 233 74 1826 159 1667 132 54 1535 50 78 372 125 101 95 69 49 299 279 139
internal_count=3121 2787 589 567 334 95 239 200 2198 126 334 233 74 1826 159 1667 132 54 1535 50 78 372 125 101 95 69 49 299 279 139
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 4 2 4 1 12 160 52 47 3 457 0 0 11 1 3 4 131 15 4
split_gain=10.2125 1.70353 1.08508 0.873155 0.594139 0.556093 0.397444 0.319712 0.275853 0.274657 0.248085 0.240292 0.163586 0.158554 0.126265 0.126029 0.102107 0.0997329 0.101598 0.0910896 0.129671 0.0918186 0.0898637 0.110964 0.172611 0.167987 0.112479 0.0878455 0.126683 0.106055
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.085345000000000018 0.08401500000000002 -0.067824999999999983 0.12492500000000002 0.090100000000000013 1.0000000180025095e-35 0.094310000000000019 -0.14226499999999997 0.18019500000000002 1.0000000180025095e-35 0.088975000000000012 0.097915000000000016 0.024790000000000003 0.082750000000000004 -0.41942499999999994 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 10 -5 12 14 -6 13 -4 -1 -16 -15 18 19 -3 21 -21 23 24 26 -26 -12 28 -14 -30
right_child=1 2 9 8 11 -7 -8 -9 -10 -11 22 -13 27 16 15 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00066480719008498357 0.00063140156522193314 0.000268780262871397 0.00034716670794010746 0.00058185690509063011 0.00057967745494112472 0.00042323086629895604 0.00037420750203427861 0.00075773388081265872 0.0003614497376107127 0.00038650145550136555 0.00062866853899816357 0.00037123025133231884 0.0002176284659691684 0.00032198526896536349 0.00054735728242384532 0.0006383927117027898 0.000170297154221925 0.00047280548980423051 0.00043188956066032966 0.00050747892528825477 0.00024298295275881053 0.00034905656509180054 0.00047836478872626432 0.00069408253681587165 0.00036115274737640366 0.00058548793183397271 0.00057414106342437406 0.00025999970569768368 0.00014872161345860733 -3.2032245059313636e-05
leaf_weight=881 76 96 43 34 73 48 22 84 61 37 513 30 29 22 69 383 76 20 31 22 27 39 20 58 21 33 203 20 24 26
leaf_count=881 76 96 43 34 73 48 22 84 61 37 513 30 29 22 69 383 76 20 31 22 27 39 20 58 21 33 203 20 24 26
internal_value=0 0.000354455 0.000320231 0.000624602 0.000394791 0.000632099 0.000636483 0.00063903 0.000440332 0.000229252 0.000634459 0.000518965 0.000205009 0.000247904 0.000651138 0.000624496 0.00020435 0.000340365 0.000328045 0.00031055 0.000356117 0.000406192 0.000608239 0.000611376 0.000605147 0.000498246 0.000613209 0.000143916 0.000114528 5.47296e-05
internal_weight=0 691 615 2430 338 2335 2287 2265 95 277 2181 103 240 141 1333 452 98 235 215 184 88 61 848 828 770 54 716 99 79 50
internal_count=3121 691 615 2430 338 2335 2287 2265 95 277 2181 103 240 141 1333 452 98 235 215 184 88 61 848 828 770 54 716 99 79 50
is_linear=0
shrinkage=0.00196078


Tree=7266
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 4 16 3 15 47 14 47 4 3 0 47 3 15 160 3 16 3 131 2
split_gain=15.5404 1.94887 1.65091 1.09736 0.947023 0.575038 0.56011 0.515717 0.472514 0.309421 0.30514 0.318253 0.276895 0.273183 0.237314 0.231123 0.2203 0.203546 0.17109 0.25823 0.163754 0.148805 0.138985 0.135019 0.125387 0.123332 0.121146 0.134515 0.116062 0.143258
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12865500000000005 0.090285000000000018 0.40124500000000002 -0.17966999999999997 0.053180000000000012 0.14285500000000004 0.27834500000000006 -0.040964999999999994 -0.11171999999999999 0.13592500000000005 0.077555000000000013 0.076175000000000007 0.091680000000000011 -0.046564999999999988 0.092670000000000016 -0.11242999999999999 0.090100000000000013 1.0000000180025095e-35 -0.095244999999999982 0.092070000000000013 -0.010424999999999999 -0.073404999999999984 -0.14186499999999996 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 13 10 16 -5 -6 14 11 -3 -7 -1 26 18 20 24 -15 -20 23 22 -2 -4 -10 -13 -8 -28 29 -12
right_child=1 5 6 7 8 12 9 -9 17 -11 28 25 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00053194151885054594 0.00032598971044121557 0.00044787729346175111 0.00079291396719567914 0.00072514259065181318 0.00076953210980117495 0.00032109481083180487 0.00078945469211338557 0.00042487626329840156 0.00043295600410818218 0.00065597141548699018 0.00017250169365399937 0.00032999933650669088 0.00061316039486258639 0.00080445053117592807 0.00055649653394712107 0.00089840691573187415 0.00093489059351086097 0.00063608937922118207 0.00071830107827421292 0.00048278118940252881 0.00080116548623723966 0.00054504666572129633 0.00044388975455042197 0.00057031405482062681 0.00060185324035438837 0.00018897773772871861 0.0008205558277554853 0.00072662907367896594 0.00029005196420293228 -2.0376264674625562e-05
leaf_weight=26 74 40 20 91 28 24 302 29 109 150 57 38 26 58 23 32 46 31 96 22 1053 27 80 22 20 64 68 425 20 20
leaf_count=26 74 40 20 91 28 24 302 29 109 150 57 38 26 58 23 32 46 31 96 22 1053 27 80 22 20 64 68 425 20 20
internal_value=0 0.000396753 0.000750128 0.000507176 0.000638177 0.000281745 0.000772529 0.000652578 0.000534548 0.000737836 0.00024174 0.000299645 0.000472969 0.000721435 0.000752848 0.000745121 0.000801961 0.000493425 0.000717251 0.000674391 0.000796377 0.000410777 0.000387236 0.000676314 0.000459142 0.000241515 0.000758529 0.000739584 0.00015697 0.000122404
internal_weight=0 590 2531 301 422 289 2109 120 188 968 239 142 50 234 818 208 1141 160 176 118 1095 181 154 42 129 102 795 493 97 77
internal_count=3121 590 2531 301 422 289 2109 120 188 968 239 142 50 234 818 208 1141 160 176 118 1095 181 154 42 129 102 795 493 97 77
is_linear=0
shrinkage=0.00196078


Tree=7267
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 2 4 150 4 0 15 12 1 47 4 0 160 3 4 52 131 2 4 475
split_gain=14.9572 2.43656 1.57287 1.2409 0.818517 0.780869 0.457594 0.425358 0.403949 0.368849 0.354209 0.275127 0.285974 0.226663 0.223025 0.258858 0.21349 0.153223 0.139902 0.137679 0.136051 0.127977 0.10993 0.103086 0.102704 0.0927275 0.0919697 0.139716 0.0839448 0.0801913
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.08815000000000002 0.083345000000000016 0.090100000000000013 -0.52556499999999995 -0.077259999999999981 -0.067824999999999983 -0.022174999999999997 -0.27825499999999997 -0.56176499999999996 0.082750000000000004 0.31358000000000003 -0.036839999999999991 -0.081364999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 6 14 11 13 -5 -6 12 -4 25 15 16 -1 20 -16 -3 -17 -22 -14 -24 -23 -7 27 -13 -2 -27
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 26 22 -15 18 17 -18 -19 -20 -21 21 24 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00079587104985171268 0.00077485059260153295 0.00035872460230522988 0.0004118915842054716 0.00067073857946688749 0.00065741389105625073 0.00079575263791614107 0.00089569149197227867 0.00044779026410365186 0.00048811954542769272 0.00041732469992755618 0.00037969417222168133 0.00015216586447759457 0.00033378016984904818 0.00050183138100719747 0.00071255795051632543 0.00093004985405506101 0.00056965470716634247 0.0007359098633312912 0.00058710701661367042 0.00049409639012957932 0.00077759605091550096 0.00075537343803703909 0.00028087525441680737 0.00013013897967413537 0.00059703628399542408 0.00078241694875124128 0.00025300366310950585 -3.7472209317938372e-05 0.00063377496926418316 0.00067280253699157492
leaf_weight=23 50 192 39 34 76 30 79 34 48 63 23 59 23 26 108 21 53 794 50 34 720 36 26 53 28 28 20 20 24 307
leaf_count=23 50 192 39 34 76 30 79 34 48 63 23 59 23 26 108 21 53 794 50 34 720 36 26 53 28 28 20 20 24 307
internal_value=0 0.00039343 0.000351962 0.000723487 0.000444218 0.000732454 0.000749577 0.000242533 0.000657877 0.00050615 0.000592893 0.000213455 0.000269084 0.000678717 0.00074328 0.000749922 0.000638115 0.000755236 0.000672858 0.00037909 0.000774299 0.000770127 0.000214481 0.000179748 0.000686101 0.000691317 0.000134226 0.000104156 0.000729096 0.000681964
internal_weight=0 673 599 2448 325 2351 1912 274 439 97 99 240 141 391 1833 1675 76 1599 158 226 805 784 102 79 64 365 99 79 74 335
internal_count=3121 673 599 2448 325 2351 1912 274 439 97 99 240 141 391 1833 1675 76 1599 158 226 805 784 102 79 64 365 99 79 74 335
is_linear=0
shrinkage=0.00196078


Tree=7268
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 12 2 43 4 150 3 14 1 1 52 3 12 51 1 43 0 15 43 11 4 15 2 16
split_gain=16.217 2.01348 1.77029 1.14185 1.06365 0.857961 0.547862 0.523754 0.427603 0.417345 0.37274 0.283421 0.356147 0.271145 0.235931 0.219288 0.208394 0.202782 0.19836 0.19747 0.185307 0.184283 0.166637 0.166121 0.144837 0.140676 0.146138 0.128065 0.117342 0.116531
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.31534000000000006 -0.025214999999999998 0.090285000000000018 0.11177500000000001 -0.073404999999999984 0.033845000000000007 0.09487000000000001 0.10893000000000001 0.076175000000000007 0.087325000000000014 0.122715 0.056145000000000007 0.095270000000000007 0.13597000000000004 0.11381000000000001 0.12656000000000003 0.016310000000000002 -0.11242999999999999 -0.095244999999999982 -0.083134999999999987 0.080455000000000013 -0.15464999999999998 -1.0000000180025095e-35 0.13754500000000003 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 6 20 13 -8 14 18 12 21 22 27 -2 -7 24 25 28 -3 -11 23 -4 -6 26 -9 -1 -10 -28
right_child=1 5 7 -5 17 16 8 10 19 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00078909833269748242 0.00074996372824325766 0.00036392578564689256 0.00081965346838913709 0.00038479771222608289 0.0004655331498434564 9.0579889020172205e-05 0.00063777822877531855 0.00063963391164825506 0.00039415950708640834 0.00081439279875562202 0.00067255438303622113 0.00051976605738494907 0.00053214768800512906 0.00096510372744700078 0.00047676845465705248 0.00055189830659711737 0.00028709328662622355 0.00057431030166304965 0.00061425553777074403 0.00054198714424477743 0.00023128386749028589 0.00064785076025264713 0.00081626502263391269 0.00057274279335709606 0.00025636227326650247 0.00086529261193011697 0.00080676153167109639 0.00057230601297216671 0.00022491457551216879 0.00075461188794443844
leaf_weight=22 83 80 20 74 35 59 39 31 63 172 171 20 23 46 41 29 32 39 29 28 82 30 1053 22 20 67 292 20 21 378
leaf_count=22 83 80 20 74 35 59 39 31 63 172 171 20 23 46 41 29 32 39 29 28 82 30 1053 22 20 67 292 20 21 378
internal_value=0 0.000404986 0.000765972 0.000573801 0.000650044 0.000327264 0.000375986 0.000789169 0.000460955 0.000702743 0.000755621 0.000743452 0.000763335 0.000817629 0.000582576 0.000698679 0.000159684 0.00046616 0.000773443 0.000399383 0.000296786 0.000789659 0.000811434 0.000690319 0.000389471 0.000779454 0.00077125 0.000685864 0.000351848 0.00077734
internal_weight=0 590 2531 186 422 404 313 2109 151 328 968 245 225 1141 83 112 91 94 797 112 162 202 1095 42 55 768 701 42 84 670
internal_count=3121 590 2531 186 422 404 313 2109 151 328 968 245 225 1141 83 112 91 94 797 112 162 202 1095 42 55 768 701 42 84 670
is_linear=0
shrinkage=0.00196078


Tree=7269
num_leaves=31
num_cat=0
split_feature=1 1 12 3 4 44 3 1 4 0 49 4 47 12 2 14 16 0 42 4 0 41 133 39 43 52 1 43 150 49
split_gain=0.624039 0.0992245 0.0885051 0.0645356 0.0653151 0.0549176 0.053946 0.054727 0.045111 0.059728 0.0555164 0.0427739 0.0384117 0.0380585 0.0380478 0.0334754 0.0549078 0.0324672 0.0477635 0.0317495 0.0464186 0.0344098 0.02946 0.0271257 0.0321704 0.0331131 0.0283679 0.0298772 0.0270008 0.0277685
threshold=0.10920500000000001 0.13707500000000003 0.078300000000000008 -0.03694999999999999 0.42642000000000008 1.0000000180025095e-35 0.10893000000000001 0.08864000000000001 -0.15464999999999998 -0.014954999999999998 0.0093850000000000027 -0.050494999999999991 0.13827000000000003 0.11734000000000001 0.11411 -0.42495999999999995 -0.11676499999999999 -0.13027499999999997 0.089390000000000011 0.40124500000000002 -0.14832499999999996 0.079395000000000007 0.089405000000000012 0.10076500000000001 0.016310000000000002 0.084240000000000023 0.084785000000000013 -0.010739999999999998 0.083340000000000011 -0.065034999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 14 6 7 23 -9 10 28 -8 15 19 -2 -3 17 -17 -19 20 21 -4 -5 24 25 26 27 -1 -10 -30
right_child=1 12 13 22 -6 -7 11 8 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0075728030593106253 0.0082599636226733959 0.0047309901687020272 0.013045743598292274 0.0040704668107187343 0.0024818104979012312 0.010443414101810676 0.0059661253186112104 0.0088772783629662757 0.0079736004108175006 -0.0004462745572839465 0.00086642553263421493 -7.9722331836819653e-05 0.0057229018193625273 0.0057190661773556606 0.0044743567233200407 -0.0013615717846815561 -0.0026578745651549027 0.0055313009772050593 -0.00012708062735887674 0.00389053656719625 0.0078153296941812968 0.0079046612160037395 0.0010418493178291008 0.0048599801056327359 0.0048875823016994854 0.011719321793523328 0.0060892871090587469 0.012397832183965616 0.0061181883485812065 0.0017451358283869921
leaf_weight=33 94 22 30 182 38 29 22 28 48 21 24 25 21 87 37 22 38 35 26 20 1950 23 39 31 26 29 47 21 53 20
leaf_count=33 94 22 30 182 38 29 22 28 48 21 24 25 21 87 37 22 38 35 26 20 1950 23 39 31 26 29 47 21 53 20
internal_value=0 0.00379306 0.00749377 0.00466091 0.00613193 0.00623207 0.00594672 0.00634104 0.00516436 0.00453808 0.00525996 0.00275025 0.00172927 0.00776703 0.00719075 0.00114279 0.000490394 0.00193177 0.00311953 0.00785511 0.00789469 0.0108147 0.003536 0.00756177 0.00809866 0.00874088 0.00788568 0.0094492 0.0061314 0.00492009
internal_weight=0 554 2567 390 169 457 428 381 194 166 145 47 164 2110 131 143 121 83 61 2023 2003 53 221 187 156 130 101 54 121 73
internal_count=3121 554 2567 390 169 457 428 381 194 166 145 47 164 2110 131 143 121 83 61 2023 2003 53 221 187 156 130 101 54 121 73
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=31
num_cat=0
split_feature=1 3 39 12 393 44 2 12 4 4 16 4 52 12 12 2 52 43 4 3 1 43 43 150 124 13 49 133 402 1213
split_gain=0.505472 0.0868221 0.071795 0.0716891 0.0503805 0.0444833 0.045286 0.0796562 0.0438673 0.0457878 0.0442648 0.0426837 0.0403163 0.0368222 0.0345907 0.033298 0.0299033 0.0297258 0.0298142 0.035434 0.0291138 0.0256514 0.0274401 0.0246335 0.0240706 0.0227001 0.0221114 0.0220764 0.0219905 0.0261843
threshold=0.10920500000000001 0.31370500000000007 0.087735000000000021 0.078300000000000008 0.084355000000000013 1.0000000180025095e-35 0.11362000000000001 -0.042789999999999988 -0.062539999999999984 -0.0060199999999999993 -0.0064149999999999997 -0.013514999999999998 0.047850000000000011 -0.010834999999999999 0.087830000000000005 0.14122000000000004 0.048770000000000008 0.084740000000000024 0.056795000000000005 -0.13927999999999999 0.089875000000000024 -0.025214999999999998 -0.11720999999999999 0.11117000000000002 -0.084854999999999986 -0.14819499999999997 0.12497000000000001 0.10051500000000001 0.2506000000000001 -0.080769999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 11 6 8 -8 13 24 12 -2 -11 -1 20 17 -3 18 -13 -20 23 22 -4 25 -10 -5 28 -28 29 -16
right_child=1 16 21 14 -6 -7 7 -9 9 10 -12 15 -14 -15 26 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0037518805171130225 0.007322724254180988 -0.00043226676259163307 0.0042946519547953244 0.010407943718601018 0.00020739179176633202 0.0093990726300097749 0.0069281842603924728 -0.001426094999536872 0.0049452472485427279 0.0042797143378048245 0.0096278095510430074 0.0017711624675880997 0.0081916923917186284 0.0080222146700890291 0.0081252923684600863 0.0011108123511075975 0.0031999019642278332 0.0086406606761738666 0.0021854526140204738 0.0061839793157327846 0.0040092392703113353 0.0050856197123519253 0.00088534217278665348 0.004156818669289351 0.0013231135241492369 0.007600066415001671 0.0068255573278293014 0.0028840798636277521 0.0037006830055084407 0.0066596107260333028
leaf_weight=25 75 68 31 30 21 29 21 25 32 117 26 31 34 105 137 25 34 20 29 94 23 27 99 20 43 715 27 30 23 1105
leaf_count=25 75 68 31 30 21 29 21 25 32 117 26 31 34 105 137 25 34 20 29 94 23 27 99 20 43 715 27 30 23 1105
internal_value=0 0.00341375 0.00400844 0.00674439 0.00492787 0.00560886 0.00535205 0.00238782 0.005709 0.00493932 0.00581676 0.00528966 0.00516056 0.007201 0.00699033 0.00452343 0.000778456 0.00501374 0.00454272 0.00524124 0.00751476 0.00228086 0.00169833 0.00762016 0.00286856 0.00771314 0.00667773 0.0047511 0.00676455 0.00682128
internal_weight=0 554 452 2567 295 457 428 46 382 252 177 274 151 130 2110 199 102 174 154 123 788 157 130 765 75 745 1322 57 1265 1242
internal_count=3121 554 452 2567 295 457 428 46 382 252 177 274 151 130 2110 199 102 174 154 123 788 157 130 765 75 745 1322 57 1265 1242
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=31
num_cat=0
split_feature=1 12 1 10 0 132 34 2 10 4 158 3 4 4 2 97 3 150 39 4 15 4 47 16 484 129 4 484 4 4
split_gain=0.412158 0.10523 0.0487195 0.0472473 0.0468483 0.0421348 0.0407976 0.0432444 0.0522367 0.0399434 0.0325884 0.0324866 0.0481775 0.0402249 0.0389104 0.0308558 0.0307072 0.0417891 0.0389914 0.0271215 0.0275083 0.0444473 0.0267448 0.0250072 0.0405144 0.0291383 0.0244216 0.0521738 0.0359312 0.0340295
threshold=0.11829500000000003 0.078300000000000008 0.10124500000000002 -0.079859999999999987 -0.05208999999999999 0.082150000000000015 -0.038779999999999995 0.11870500000000002 0.094860000000000014 0.053180000000000012 0.085900000000000018 -0.14186499999999996 -0.14098499999999997 -0.42529999999999996 0.081685000000000021 -0.079444999999999988 0.10299500000000002 0.090480000000000019 0.10076500000000001 -0.062539999999999984 -0.41942499999999994 0.51388000000000011 0.11518500000000002 -0.072359999999999994 -0.063394999999999993 0.097140000000000018 -0.083644999999999983 -0.081614999999999979 -0.081839999999999982 -0.079164999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 10 15 8 22 11 16 14 13 -13 -3 -5 17 18 -1 -9 21 -21 -8 24 -14 26 27 -25 -28 -30
right_child=3 9 -4 6 -6 -7 7 19 -10 -11 -12 12 23 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=0.0067596317210124046 0.0019087628255981732 0.011402115643024445 0.0036253311594336363 0.0024501983796653805 -0.0041906665678834538 0.0016419029902093687 0.0081141199007993808 0.0055417544547589903 0.0014291586734731842 0.0051513512673383253 0.0090245373185788257 0.0059406165307986421 0.010545620368793607 0.00042192012490704656 0.0071259974822779739 -0.0028681148961186408 0.0025348212021673398 0.0020734649631217162 0.0024962171194298816 0.0060373968157364294 0.00066795325134686822 0.00067963892671590051 0.0041047764742480853 0.0051874932615206606 0.0066724937180151281 0.0026722606960684061 0.0019072245429491716 0.011037408504635096 0.0099760601752098988 0.0059872679680544084
leaf_weight=202 34 25 231 24 20 26 41 23 29 278 29 28 28 25 143 20 31 26 24 32 84 30 28 31 762 25 21 30 22 769
leaf_count=202 34 25 231 24 20 26 41 23 29 278 29 28 28 25 143 20 31 26 24 32 84 30 28 31 762 25 21 30 22 769
internal_value=0 0.00595607 0.00474463 0.00238011 -0.000350285 0.0055096 0.0028542 0.00331915 0.00499039 0.00627125 0.00583191 0.00643434 0.00630619 0.00333746 0.00776232 3.27833e-05 0.00550475 0.0058701 0.00630688 0.00235003 0.00184722 0.00344493 0.00648714 0.0063994 0.00680977 0.00603839 0.00613479 0.0080645 0.00598982 0.00609821
internal_weight=0 2756 569 365 54 338 311 267 98 2187 312 1909 1741 53 168 44 283 252 226 169 146 62 69 1688 790 898 873 61 812 791
internal_count=3121 2756 569 365 54 338 311 267 98 2187 312 1909 1741 53 168 44 283 252 226 169 146 62 69 1688 790 898 873 61 812 791
is_linear=0
shrinkage=0.1


Tree=7272
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 2 4 1 47 4 14 2 3 4 47 52 1 124 1 123 51 2 16 2 12 52 51 47 14
split_gain=19.8174 2.51806 2.18165 1.82959 1.1235 0.824585 0.787358 0.617134 0.536856 0.451612 0.446065 0.408717 0.371822 0.253124 0.250162 0.24131 0.234384 0.33952 0.325957 0.207673 0.184934 0.179863 0.17448 0.171972 0.286163 0.150983 0.143887 0.13957 0.13763 0.138063
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.088725000000000012 0.097070000000000004 -0.17966999999999997 0.15022500000000003 0.13082500000000002 0.23246000000000003 0.076175000000000007 0.11389000000000002 -0.22605499999999998 0.033845000000000007 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.083345000000000016 0.11135500000000001 -0.096089999999999981 0.13501500000000002 -0.39185999999999993 0.14838000000000004 0.087695000000000009 -0.063789999999999986 -0.033649999999999992 0.090100000000000013 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 12 28 11 -6 9 20 -7 14 15 -8 25 21 17 18 -9 -16 23 -1 -15 -5 26 -4 -25 -23 29 -3
right_child=1 3 6 8 7 10 13 16 -10 -11 -12 -13 -14 22 19 -17 -18 -19 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00092525674833678735 0.00084625277583955105 0.00054373161510464657 0.00090170651006772585 0.00026126468840251716 0.00086025681753619369 0.00080480763205775514 0.00090987811371141456 0.00046924304046662028 0.00011824892247947895 0.00056517193149355932 0.00051629160049345476 0.0010465974176198393 0.00055263473149289423 0.0007822519219455276 0.00084707373047418293 0.00097451494587225639 0.00072787280805021492 0.00042256689133893537 0.00074965720684745587 0.00067310893488580219 0.00012052732086753477 0.00061504742744562227 0.0006408348876961211 0.00035553501167819729 0.00019674664724141666 0.00086202304853754005 0.00056658221236933982 0.00078770646476440437 0.00056307427506862575 0.00038690283694743801
leaf_weight=32 52 26 673 95 28 45 56 30 60 27 38 54 22 359 74 33 23 73 34 41 21 21 37 23 21 815 27 126 28 127
leaf_count=32 52 26 673 95 28 45 56 30 60 27 38 54 22 359 74 33 23 73 34 41 21 21 37 23 21 815 27 126 28 127
internal_value=0 0.000434225 0.000833276 0.000394401 0.000704582 0.000510891 0.000859027 0.000591709 0.000282162 0.000328119 0.000672716 0.000878814 0.000795266 0.000786488 0.000873162 0.000820444 0.000544713 0.000513964 0.000618213 0.000785051 0.000293893 0.00079204 0.000769039 0.000315824 0.000388827 0.000879971 0.000469501 0.000763041 0.000436684 0.000413553
internal_weight=0 590 2531 538 422 264 2109 188 274 214 83 1657 234 452 1603 212 160 137 64 115 187 179 396 166 71 1488 50 147 181 153
internal_count=3121 590 2531 538 422 264 2109 188 274 214 83 1657 234 452 1603 212 160 137 64 115 187 179 396 166 71 1488 50 147 181 153
is_linear=0
shrinkage=0.00196078


Tree=7273
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 0 49 4 4 1 150 0 4 3 47 475 2 13 52 50 49 0 4
split_gain=17.9372 2.77499 1.7335 1.50912 1.09754 0.852215 0.54602 0.500202 0.478817 0.419383 0.395679 0.324057 0.277034 0.403933 0.272569 0.267497 0.261073 0.228624 0.174485 0.239938 0.182485 0.168475 0.126586 0.108601 0.102747 0.0891178 0.0868386 0.0738978 0.0710144 0.070439
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.14838000000000004 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.40945500000000007 0.083345000000000016 1.0000000180025095e-35 -0.079119999999999982 -0.52556499999999995 -0.12711499999999995 0.090100000000000013 -0.082014999999999991 0.087995000000000004 -1.0000000180025095e-35 -0.56022499999999986 0.10917 -0.053364999999999996 -0.23091999999999999 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 12 11 -5 17 -6 15 13 16 18 -4 -1 22 26 -20 -21 28 -7 -18 -17 -24 -14 -10 -3 -2
right_child=1 2 7 8 10 9 -8 -9 27 -11 -12 -13 14 -15 -16 24 23 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066315188487533886 0.00071011346198764503 0.00035972616207315084 0.00029392811703071617 0.00061275505481208346 0.00060623527412683191 0.00073092201502965683 0.00085642406269062173 0.00035846321258711702 0.00038604641885355961 0.00040595951919301563 0.00034362241242300061 1.5348968852532462e-05 0.00071817179896283782 0.0007870093530633537 0.00059305573025748826 8.1715682458806968e-05 0.00054513667635420419 0.00045294475272979608 0.00084374390309845614 0.00051075140123858168 0.00066551749581737296 0.00041136827077899201 0.0007424465344956164 0.00038482289985004885 0.00022257317321756128 0.00061087269418585392 0.0006616022776588143 0.00025131233814824178 0.00024351236455600012 0.00057479068845593965
leaf_weight=43 50 23 45 34 71 43 76 37 34 39 32 84 1037 35 97 85 33 30 27 32 346 32 21 32 26 344 116 29 167 21
leaf_count=43 50 23 45 34 71 43 76 37 34 39 32 84 1037 35 97 85 33 30 27 32 346 32 21 32 26 344 116 29 167 21
internal_value=0 0.000303463 0.000260224 0.000664907 0.000357362 0.000674796 0.00069363 0.000146253 0.00042523 0.000600801 0.000524647 0.000113537 0.000686749 0.000603949 0.000693904 0.000166407 0.000544624 0.00061815 0.000700182 0.000665171 0.000652416 0.000279748 0.000630297 0.000466213 0.000114709 0.000618443 0.000712481 0.000324026 0.00025758 0.000670088
internal_weight=0 673 602 2448 325 2351 1874 277 97 477 103 240 1798 143 1655 156 108 438 1558 405 378 222 408 65 111 365 1153 63 190 71
internal_count=3121 673 602 2448 325 2351 1874 277 97 477 103 240 1798 143 1655 156 108 438 1558 405 378 222 408 65 111 365 1153 63 190 71
is_linear=0
shrinkage=0.00196078


Tree=7274
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 0 49 4 150 34 1 0 4 3 4 1 4 47 131 0 4 131 2
split_gain=13.8367 2.2298 1.42459 1.39983 0.792895 0.591423 0.419758 0.415014 0.412369 0.364193 0.33128 0.275911 0.217636 0.361838 0.213171 0.196452 0.194125 0.189213 0.178289 0.164962 0.187792 0.245405 0.15632 0.146175 0.13428 0.099946 0.099041 0.100683 0.0986348 0.135631
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14960000000000004 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.085345000000000018 -0.14454499999999995 -0.55119499999999988 -0.12711499999999995 -0.14098499999999997 0.076935000000000017 0.27834500000000006 0.090100000000000013 0.09031500000000002 -0.030209999999999997 0.022185000000000003 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 24 6 12 11 -5 -6 15 16 13 17 19 22 -4 18 -1 -14 21 -21 26 -18 -3 -2 27 -7 29 -13
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 28 14 -15 -16 -17 23 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084379836290824316 0.00079258430032716183 0.00037568236202400833 0.00018893509786697775 0.00067201622218245939 0.00068143756720151277 0.00072523635595350927 0.00089677387331415386 0.0004625896858589385 0.00040406921059310601 0.00042376592536182964 0.00046149202212297986 0.00017631263520114245 0.00093288367647194163 0.00084787521542621256 0.00067094663579727459 0.00053581000957029319 0.00045321677564917243 0.00054083494841155417 0.00060823575977016903 0.00048570637649287087 0.00076156969272624553 0.00078580905409420237 0.0007714867920559995 0.00029090963333717307 0.00051113431692229657 0.00063706399885073205 0.00058728748676823632 0.00065171740465585289 0.00028315664415119908 -1.0532666746453911e-05
leaf_weight=21 47 191 45 34 71 161 76 37 63 30 26 59 21 35 110 30 32 57 30 22 1482 20 92 64 33 24 39 129 20 20
leaf_count=21 47 191 45 34 71 161 76 37 63 30 26 59 21 35 110 30 32 57 30 22 1482 20 92 64 33 24 39 129 20 20
internal_value=0 0.000411371 0.000372611 0.000728824 0.00046067 0.000738348 0.000754038 0.000269292 0.000497989 0.000604901 0.000676706 0.000239492 0.000748005 0.000674616 0.000754346 0.000689113 0.0002952 0.000618467 0.000705232 0.000760284 0.000757906 0.000628612 0.000700037 0.000345012 0.000395637 0.000740014 0.000680057 0.000692533 0.000160151 0.00012901
internal_weight=0 673 602 2448 325 2351 1874 277 97 101 477 240 1798 143 1655 451 141 108 51 1545 1524 42 421 96 224 71 329 290 99 79
internal_count=3121 673 602 2448 325 2351 1874 277 97 101 477 240 1798 143 1655 451 141 108 51 1545 1524 42 421 96 224 71 329 290 99 79
is_linear=0
shrinkage=0.00196078


Tree=7275
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 3 43 48 2 16 43 457 12 480 4 0 39 2 1 42 12 16 1 1213 12 132 0 400 131 3
split_gain=0.572313 0.0922296 0.078674 0.0535549 0.0507061 0.0524771 0.0543842 0.0568764 0.0491231 0.0431726 0.0379309 0.0453527 0.036739 0.0356602 0.0372622 0.0376782 0.033872 0.0332426 0.0306223 0.0288672 0.0273819 0.0238757 0.0232786 0.0218009 0.0281575 0.0221478 0.0576462 0.0346358 0.0300074 0.0258022
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.084680000000000019 0.035560000000000008 0.11924500000000002 -0.073404999999999984 -0.024949999999999996 0.25063000000000007 -0.16927999999999996 -0.095049999999999982 0.083190000000000014 0.090285000000000018 -0.03031 0.033845000000000007 -0.092404999999999973 0.085060000000000011 0.14285500000000004 0.13075500000000004 -0.069529999999999995 0.13597000000000004 -0.082179999999999989 1.0000000180025095e-35 -0.090954999999999994 0.095330000000000012 -0.083284999999999984 -0.081784999999999983 -0.077004999999999976 0.11697 -0.065819999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 6 10 -8 18 -9 -1 16 -4 -14 15 19 -12 -2 -3 -15 23 -11 -23 24 -17 26 -25 -27 29 -29
right_child=1 8 12 -5 -6 -7 7 9 -10 21 11 -13 13 14 -16 20 -18 -19 -20 -21 -22 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.006373719482508023 0.0062420309752975736 0.0038080334325690472 0.0077386360291920465 0.002683022645551984 0.0088436129861153099 0.001180505504509291 0.0026569500542245809 0.011044510593637825 -0.0020723582478240133 0.0046996933841254827 -0.001638505450197651 0.0058627382855664829 0.0028255147593361993 0.012820475769694896 0.0056584319592518518 0.011895482645327735 0.0034402083601513555 0.002464793486029117 0.0015975280214759271 0.008105020673089736 0.0038375487616285685 0.0051120909506126369 0.0081157896112842125 0.013263289146125318 0.0070345471577289015 0.0028855554634771713 0.0065997214846287835 0.007086847684525565 0.010339802040163285 0.0047657500501098286
leaf_weight=52 170 121 1133 82 52 26 30 27 24 43 24 33 21 20 172 22 29 27 130 37 25 34 107 20 26 21 37 497 26 53
leaf_count=52 170 121 1133 82 52 26 30 27 24 43 24 33 21 20 172 22 29 27 130 37 25 34 107 20 26 21 37 497 26 53
internal_value=0 0.00354949 0.00709351 0.00483048 0.00590395 0.00552651 0.00582465 0.00673111 0.00224987 0.00731038 0.00424164 0.00295247 0.00735115 0.0069018 0.00699134 0.00728376 0.00114041 0.00572434 0.00266315 0.00975957 0.00708965 0.00676243 0.00739149 0.00720546 0.00926248 0.00705449 0.00893782 0.00687467 0.00702011 0.00686318
internal_weight=0 554 2567 279 457 405 379 241 275 211 138 86 2110 977 956 784 53 197 251 57 727 184 141 702 48 654 57 597 576 550
internal_count=3121 554 2567 279 457 405 379 241 275 211 138 86 2110 977 956 784 53 197 251 57 727 184 141 702 48 654 57 597 576 550
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 2 4 16 2 159 16 16 0 1 2 1 49 0 16 4 13 1 0 4 12
split_gain=15.8155 2.39431 1.52099 1.36518 0.74246 0.679331 0.582535 0.533269 0.422915 0.402357 0.354762 0.306835 0.238926 0.214074 0.164204 0.213393 0.153448 0.144833 0.233872 0.173823 0.141434 0.168808 0.136058 0.141363 0.105961 0.10272 0.101097 0.0972871 0.101351 0.0972036
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.14838000000000004 0.27834500000000006 -0.52595999999999987 -0.090999999999999984 0.082585000000000006 0.0057500000000000008 -0.040964999999999994 -0.10096999999999999 0.085605000000000014 0.086100000000000024 0.075045000000000014 -1.0000000180025095e-35 -0.15202999999999997 -0.069144999999999984 -0.0070899999999999991 -1.0000000180025095e-35 0.11392000000000001 -0.019414999999999998 -0.011209999999999999 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 7 10 24 13 -5 12 11 -3 -6 -1 15 26 -7 18 22 -20 27 -22 -15 -24 -4 -13 -2 28 -14 -19
right_child=1 5 6 8 9 16 -8 -9 -10 -11 -12 25 20 17 -16 -17 -18 29 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005606554906795369 0.00042541869422617519 0.0004048362018947321 0.00075505814088600866 0.00067820434051435842 0.00048974810096841345 0.00035698807419256689 0.00040631884681608749 0.00092747701232840697 0.0004068528075632632 0.00050777733809880769 0.00010895638691910798 0.00018139654944701462 0.00073133931514390556 0.00088890938807631393 0.00031133426848997258 0.0005999780448196489 0.000581112816272413 0.00077821784158129065 0.00072312128543853757 0.00050636554402905167 0.00062479684420184282 0.00080049324946014741 0.00077562172038882378 0.00059254960464374495 0.00063930839778267756 0.00031965196202999452 0.00029938761106356701 0.00059107718768196087 0.00066637207534821598 0.00074657620785225027
leaf_weight=22 104 45 68 34 21 23 32 70 63 48 82 88 166 23 70 23 24 696 25 33 27 95 50 24 55 27 32 38 208 805
leaf_count=22 104 45 68 34 21 23 32 70 63 48 82 88 166 23 70 23 24 696 25 33 27 95 50 24 55 27 32 38 208 805
internal_value=0 0.000390532 0.000491992 0.000729927 0.000739332 0.00025572 0.000641988 0.000759798 0.000501966 0.000680005 0.000213825 0.00026757 0.0006949 0.000752803 0.000390467 0.000425305 0.000471435 0.000755356 0.000698292 0.000599795 0.000702968 0.00076161 0.000757188 0.000716247 0.0007033 0.000213857 0.000395764 0.000685604 0.000695208 0.000761248
internal_weight=0 673 384 2448 2351 289 155 1748 97 603 242 160 555 1678 229 159 47 1656 155 58 534 122 97 74 123 115 136 412 374 1501
internal_count=3121 673 384 2448 2351 289 155 1748 97 603 242 160 555 1678 229 159 47 1656 155 58 534 122 97 74 123 115 136 412 374 1501
is_linear=0
shrinkage=0.00196078


Tree=7277
num_leaves=31
num_cat=0
split_feature=1 3 12 39 2 44 1 4 0 0 49 4 12 42 49 12 1 13 133 151 2 4 475 156 13 52 2 12 13 403
split_gain=0.543514 0.0881597 0.0739071 0.0719435 0.0551644 0.04683 0.0456645 0.0372284 0.0486172 0.0432128 0.0479175 0.0349939 0.0343553 0.0323015 0.0317827 0.0314703 0.0321465 0.0306433 0.0589054 0.0317709 0.0334316 0.0300846 0.0282588 0.0447214 0.0271471 0.0254818 0.0285649 0.025291 0.046795 0.0283441
threshold=0.10920500000000001 0.31370500000000007 0.078300000000000008 0.087735000000000021 0.11411 1.0000000180025095e-35 0.08864000000000001 -0.15464999999999998 -0.067094999999999988 -0.14454499999999995 -0.066019999999999981 -0.03898999999999999 0.10227500000000002 -0.069529999999999995 -0.083094999999999988 -0.42850999999999995 0.14173500000000003 -0.11122999999999998 -1.0000000180025095e-35 -0.067694999999999991 0.13622000000000004 0.40473500000000007 -0.029109999999999997 0.083310000000000009 -0.066634999999999986 0.10611000000000001 0.08647500000000001 0.10806000000000002 0.021350000000000004 0.035175000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 11 6 14 -8 9 10 -9 -2 -4 -14 -1 -3 -17 -6 -19 -20 -21 -12 -16 25 -13 26 -24 28 -15 -29
right_child=1 15 12 -5 17 -7 7 8 -10 -11 21 24 13 27 22 16 -18 18 19 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.010405547157861293 0.009838955610272631 0.0032290729587631569 0.0073145987760124031 0.0023242082775853704 0.0012865707418801854 0.009643964819481661 0.0072151035771618579 0.0062698695728996478 0.00040164990932680669 0.0068806407652517556 9.8962466872762908e-05 0.0074004782161164965 0.0077290455722398956 0.00094485938180393237 0.0029311356661112413 0.0012192181704102994 -0.0033098595954943449 0.00013848044303207038 0.0026959272909152787 0.0095160341555518765 0.0047490364947025817 0.0045210633920505644 0.0098967466093017736 0.010299723335940925 0.0043931334228648374 0.0026045127492398024 0.0056817776730806544 0.0066843641203820333 0.007016826632686636 0.0026157184160547336
leaf_weight=20 24 35 1833 157 41 29 43 38 32 57 40 52 86 30 23 42 25 24 24 28 31 25 20 28 71 20 82 119 22 20
leaf_count=20 24 35 1833 157 41 29 43 38 32 57 40 52 86 30 23 42 25 24 24 28 31 25 20 28 71 20 82 119 22 20
internal_value=0 0.00345432 0.00690802 0.00405358 0.00497395 0.00575506 0.00549156 0.00455548 0.00395984 0.00467148 0.00344893 0.00634607 0.00715774 0.00611974 0.00663135 0.000798806 -0.000470736 0.00361111 0.00450182 0.00576351 0.00701134 0.00179977 0.00619503 0.00669549 0.00566453 0.00586829 0.00650824 0.00539513 0.00351377 0.00609895
internal_weight=0 554 2567 452 295 457 428 235 192 160 103 147 2110 277 193 102 67 148 107 83 59 65 173 150 123 122 102 191 52 139
internal_count=3121 554 2567 452 295 457 428 235 192 160 103 147 2110 277 193 102 67 148 107 83 59 65 173 150 123 122 102 191 52 139
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 150 1 4 1 2 2 2 47 160 15 10 4 0 1447 1 15 3 15
split_gain=30.3051 4.88531 3.03704 2.68988 1.80199 1.51003 1.11851 1.04485 0.831752 0.665182 0.638805 0.553932 0.489656 0.434042 0.340797 0.317373 0.313431 0.355422 0.283082 0.20723 0.165769 0.153164 0.213236 0.143509 0.142633 0.138904 0.134283 0.183403 0.13 0.125488
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.14753000000000002 1.0000000180025095e-35 0.089770000000000016 0.27834500000000006 0.076935000000000017 0.090425000000000019 -0.0091949999999999983 0.089885000000000007 0.090100000000000013 -1.0000000180025095e-35 -0.41942499999999994 -0.39453499999999991 -0.036839999999999991 -0.030209999999999997 -0.082869999999999985 0.11669000000000002 -0.14147499999999996 -0.14847999999999997 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 19 6 13 11 -5 -6 12 14 15 18 -4 24 17 -15 29 26 -16 -13 -23 -2 -7 -20 -3 -28 -17 -1
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 21 -14 16 20 28 -18 -19 25 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011617537136721363 0.0010590145558703179 0.00049183261852524382 0.00048649886577371875 0.00091241427204188182 0.00090750787953453407 0.00092196896164666714 0.001255937535757866 0.00061391502955388498 0.00053187200305081955 0.00055927395820617673 0.00066388124837894172 0.00024286194768101982 0.00066994118311178947 0.00073261937509209096 0.00040371613796221683 0.0011143130592474648 0.00074932958881164622 0.00098660981949262876 0.0011120294898767247 0.00063207892615810713 0.00023177430353472643 0.00022177773622427394 -2.7436619835883042e-05 0.00086586038494199157 0.00077504618693383131 0.00097591721851187263 0.000486767584043543 0.00023003053066192889 0.00096247134982313846 0.0010406664501719687
leaf_weight=34 50 148 40 34 71 274 76 37 63 30 41 32 28 23 29 46 28 268 31 33 84 22 33 21 28 411 23 20 41 1022
leaf_count=34 50 148 40 34 71 274 76 37 63 30 41 32 28 23 29 46 28 268 31 33 84 22 33 21 28 411 23 20 41 1022
internal_value=0 0.000515435 0.000458064 0.000985244 0.000586638 0.000998447 0.00102289 0.000307209 0.000665258 0.000804072 0.000897419 0.000259925 0.000920381 0.00101314 0.000330959 0.000938407 0.00094747 0.000966535 0.00102713 0.000488599 0.000275901 0.000135003 7.22491e-05 0.00100188 0.000908347 0.000985464 0.000463809 0.000367355 0.00104276 0.00104457
internal_weight=0 673 602 2448 325 2351 1893 277 97 101 458 240 417 1817 153 389 319 291 1498 224 113 87 55 71 302 442 191 43 87 1056
internal_count=3121 673 602 2448 325 2351 1893 277 97 101 458 240 417 1817 153 389 319 291 1498 224 113 87 55 71 302 442 191 43 87 1056
is_linear=0
shrinkage=0.00196078


Tree=7279
num_leaves=31
num_cat=0
split_feature=1 1 12 3 4 15 3 43 147 43 2 4 43 47 376 14 16 4 484 3 4 4 15 13 52 40 1 132 13 40
split_gain=0.557313 0.0873716 0.0746255 0.0607637 0.046813 0.0442715 0.0518798 0.0511073 0.0451785 0.0409393 0.040555 0.0383633 0.0375449 0.034009 0.033604 0.0295046 0.0485612 0.0343466 0.0444221 0.0275547 0.0474497 0.0324415 0.0316044 0.0330307 0.0320593 0.0271962 0.0255153 0.0359017 0.0252605 0.0391177
threshold=0.10920500000000001 0.13707500000000003 0.078300000000000008 -0.028564999999999997 0.42642000000000008 0.050935000000000008 0.11924500000000002 -0.073404999999999984 0.088145000000000015 -0.085594999999999991 0.11411 0.053180000000000012 -0.079914999999999986 0.13827000000000003 0.084075000000000011 -0.42495999999999995 -0.11676499999999999 0.50996500000000011 0.090535000000000018 -0.14186499999999996 -0.10429499999999998 -0.46376499999999993 1.0000000180025095e-35 0.090705000000000008 -0.56022499999999986 -0.010334999999999999 0.081670000000000006 0.066910000000000011 -0.010384999999999998 -0.064864999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 10 6 7 9 -9 25 -2 19 -5 15 -11 -3 17 -17 -19 22 21 -21 23 -4 -25 -1 27 -24 29 -14
right_child=1 13 11 12 -6 -7 -8 8 -10 14 -12 -13 28 -15 -16 16 -18 18 -20 20 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0077315993463056842 0.0076345028136388798 0.0043536656562619932 0.0050866248451072625 0.00046234335972084891 0.0026283862812852021 0.0087541911892754874 0.001159525427591199 0.0070506657094487717 0.0020911125070415437 0.00011410047009121627 0.0039147087472624015 0.0060369711183829331 0.0057534292684232984 0.0052946408833598815 0.0046290515422108859 -0.00033086737867717337 -0.0025882189497535464 0.0069900948576451767 0.00048572835290715808 0.0071948431593437615 0.0073593422954588974 0.0025315299430595981 0.0061054831686002823 0.0066907838970008821 0.011771394255692545 0.0038960571206795671 0.012765199518762531 0.011634359043091536 0.0054298923836570596 0.0016218968513421715
leaf_weight=38 97 22 37 42 40 46 26 225 20 32 42 242 33 21 34 41 38 21 21 26 1648 35 24 27 23 36 25 23 61 75
leaf_count=38 97 22 37 42 40 46 26 225 20 32 42 242 33 21 34 41 38 21 21 26 1648 35 24 27 23 36 25 23 61 75
internal_value=0 0.00347345 0.00697071 0.00428781 0.00564302 0.00581217 0.00548289 0.00577486 0.0066458 0.0042507 0.00651054 0.00722164 0.00313814 0.00153684 0.00243998 0.000985 0.000372516 0.00172803 0.00373791 0.00737512 0.00725797 0.00451917 0.00863428 0.00735171 0.00902786 0.00586566 0.0101841 0.0088111 0.00380313 0.00288431
internal_weight=0 554 2567 390 179 457 411 385 245 140 139 2110 211 164 66 143 121 83 42 1868 1709 61 159 87 50 74 72 47 169 108
internal_count=3121 554 2567 390 179 457 411 385 245 140 139 2110 211 164 66 143 121 83 42 1868 1709 61 159 87 50 74 72 47 169 108
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 15 4 2 15 47 14 0 1 15 2 16 3 16 15 52 16 12 3 399 4 3 42
split_gain=11.2359 1.32401 1.1792 1.06251 0.705015 0.57295 0.466842 0.455657 0.339666 0.230703 0.210813 0.210607 0.206671 0.202292 0.180988 0.159863 0.148008 0.120737 0.105056 0.0910702 0.104537 0.0876267 0.0845191 0.0827516 0.0816912 0.0713431 0.0709269 0.0701907 0.0657919 0.0785905
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.40124500000000002 0.091475000000000015 0.024640000000000006 0.022185000000000003 0.11389000000000002 0.13592500000000005 0.089360000000000009 0.076175000000000007 -0.14001499999999997 0.15799000000000005 -0.14601999999999996 0.14019000000000004 0.066275000000000014 -0.14186499999999996 -0.066924999999999985 0.040760000000000005 0.056145000000000007 -0.013024999999999998 0.093965000000000007 -0.020429999999999997 0.091580000000000009 -0.10429499999999998 0.31370500000000007 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 15 24 13 12 11 16 19 18 14 -4 22 -1 -2 -6 -9 26 23 28 -18 -5 -25 -21 -22 29 -3
right_child=1 5 7 6 8 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 21 -19 -20 20 27 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076008194485326216 0.00032676744650789039 0.00024971483123117417 0.00048811111690132613 0.00069323297151747867 0.00034847601935508369 0.00042168583540232434 0.00032522962398194024 0.0006933422142654474 0.00067642555663398676 0.00053720715831633644 0.00041342473251881234 0.00042535339166470268 0.00054264368716038707 0.00078916477399917115 0.00066009698542772108 3.8293164095603947e-05 0.00053113495184348039 0.0001911680355474121 0.00050254888321254771 0.00063458835374117421 0.0005092338311905954 0.00071284967257164811 0.00028697758425605868 0.00051875688434760219 0.00056280115884089587 0.00064844457538192578 0.00074588645468739903 0.00060252065822061197 8.5684707182695759e-05 0.00013876429997545516
leaf_weight=24 195 45 24 24 114 38 33 67 20 166 22 21 34 46 1188 35 72 29 20 266 35 22 26 21 80 73 24 272 31 54
leaf_count=24 195 45 24 24 114 38 33 67 20 166 22 21 34 46 1188 35 72 29 20 266 35 22 26 21 80 73 24 272 31 54
internal_value=0 0.000318424 0.000618899 0.000392404 0.000524284 0.000201801 0.000528425 0.000637831 0.00043487 0.000602789 0.00059612 0.000618682 0.000406114 0.000661535 0.000656691 0.000158054 0.000615079 0.000309212 0.000371472 0.000624796 0.000617103 0.000596568 0.000184924 0.000581157 0.000592901 0.000619472 0.000643799 0.000591885 0.000164513 0.000189196
internal_weight=0 590 2531 361 422 229 137 2109 188 851 234 685 168 1258 1212 191 212 224 134 664 597 188 156 166 104 94 290 307 130 99
internal_count=3121 590 2531 361 422 229 137 2109 188 851 234 685 168 1258 1212 191 212 224 134 664 597 188 156 166 104 94 290 307 130 99
is_linear=0
shrinkage=0.00196078


Tree=7281
num_leaves=31
num_cat=0
split_feature=1 4 2 0 2 376 2 2 9 16 14 401 0 3 1446 3 50 50 456 150 151 4 13 52 43 43 49 123 2 16
split_gain=0.514509 0.0861739 0.0707887 0.053059 0.052383 0.0509376 0.0569465 0.0452701 0.0371054 0.0494233 0.0348737 0.0338776 0.0345292 0.0293858 0.0285957 0.0309877 0.0293009 0.0392282 0.0284025 0.0278318 0.0273938 0.0276349 0.0273883 0.0269215 0.0407276 0.0334247 0.0368874 0.0333142 0.0296486 0.0260005
threshold=0.10920500000000001 0.27287000000000006 0.10045500000000002 -0.13027499999999997 -0.0091949999999999983 0.083785000000000012 0.10981000000000002 0.25063000000000007 0.037245000000000007 -0.0064149999999999997 0.062655000000000016 1.0000000180025095e-35 0.14486500000000005 -0.13309499999999996 0.11581000000000001 -0.15327499999999997 0.10917 0.10583000000000002 0.087555000000000008 0.093625000000000014 0.009020000000000002 -0.0070899999999999991 -0.10278499999999999 0.12354000000000001 0.055925000000000009 -0.072864999999999985 -1.0000000180025095e-35 0.087505000000000013 0.12844500000000003 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 29 8 6 -2 13 -1 -10 14 12 22 -3 15 -6 17 20 -18 -8 -17 -22 -5 24 25 27 -27 -15 -28 -4
right_child=1 7 3 11 10 -7 19 -9 9 -11 -12 -13 -14 23 -16 16 18 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0013571483065159275 0.0065574799838364096 0.0046548925809329371 0.0046056999641781058 0.0034893682649126279 0.0037085071479066693 0.00082920245076820729 0.0044875926917505469 -0.0020605335671765109 0.003238364005690152 0.0094456935427961464 0.0091029559040623834 0.0033112333070388755 0.0032725730219681282 -0.0029262933737217367 0.010499465591071741 0.0071520742674464777 0.0062466057368342816 0.010842029402764249 0.0023833717431195759 0.0011427140677447564 0.0066183679293663729 0.0023646280460525304 0.0069116326150672844 0.0044234691472310158 -0.0024028553695340333 -0.00057506644399836656 0.0066709812404587877 0.0022341813587037655 0.0025122525484766811 0.00098678437923943574
leaf_weight=26 126 50 75 25 29 32 86 24 29 23 82 38 32 22 23 1539 141 28 22 35 42 24 362 36 24 20 30 29 40 27
leaf_count=26 126 50 75 25 29 32 86 24 29 23 82 38 32 22 23 1539 141 28 22 35 42 24 362 36 24 20 30 29 40 27
internal_value=0 0.00334495 0.00670524 0.00570996 0.00698231 0.00458317 0.00506952 0.00208872 0.00444166 0.00598391 0.00708499 0.00617023 0.00642952 0.00248547 0.00699544 0.00695128 0.00700365 0.00713126 0.00572519 0.00352007 0.00706652 0.00507155 0.00669056 0.00194581 0.00140523 0.00205341 0.00321242 8.09422e-06 0.00429456 0.00364775
internal_weight=0 554 2567 559 2008 279 247 275 78 52 1930 457 419 251 1848 1825 1796 1633 163 121 1605 66 387 201 165 141 90 51 70 102
internal_count=3121 554 2567 559 2008 279 247 275 78 52 1930 457 419 251 1848 1825 1796 1633 163 121 1605 66 387 201 165 141 90 51 70 102
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 2 2 4 1 4 1 12 43 47 13 12 14 4 12 12 15 10 4 0
split_gain=15.0755 2.47445 1.54188 1.3616 0.860824 0.775205 0.600372 0.450363 0.401663 0.384684 0.378638 0.357815 0.2711 0.244018 0.160831 0.110122 0.140589 0.135103 0.1163 0.109378 0.104079 0.0938601 0.0861066 0.078246 0.0765413 0.0737919 0.0690707 0.106578 0.0689004 0.0661269
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.087135000000000004 -0.013514999999999998 0.083345000000000016 0.095780000000000018 0.05259500000000001 0.090100000000000013 -1.0000000180025095e-35 0.082480000000000012 0.096015000000000017 -0.0070899999999999991 0.092855000000000007 0.10124000000000001 -0.41942499999999994 -0.38124499999999995 -0.036839999999999991 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 6 7 11 -5 12 23 14 13 -4 -1 18 17 -17 -13 29 -15 -16 -9 -6 -20 -25 -14 -28 -2 -3
right_child=1 2 9 8 10 -7 -8 22 -10 -11 -12 15 26 20 21 16 -18 -19 24 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0007046253036877895 0.00070645359772093157 0.00038912153825837128 0.00032189073835963583 0.00059110873154743083 0.00069566791325835389 0.00042086203386276669 0.00036412458105950185 0.00085506063159429459 0.00033134995180553471 0.00037179793415949899 0.00031153098611599384 0.00067572609547293726 0.00013398640117420833 0.00011497887263187604 0.00058001516384057145 0.00065639711032701561 0.00050158824185841749 0.00057686822082942877 0.00049505796906104389 0.00041276711773567801 0.00025714601187785556 0.00066927736819133389 0.00071642112034050369 0.00061923995906231454 0.00062824274496734508 0.00047606165151970061 0.00011396649505431746 -5.9379811658907459e-05 0.00057864331585519453 0.00027701861333114159
leaf_weight=934 50 23 44 37 21 48 24 61 60 34 24 366 32 83 52 223 38 130 21 33 26 351 24 31 79 25 25 30 24 168
leaf_count=934 50 23 44 37 21 48 24 61 60 34 24 366 32 83 52 223 38 130 21 33 26 351 24 31 79 25 25 30 24 168
internal_value=0 0.000326735 0.000284946 0.000658094 0.000376289 0.000667488 0.000672628 0.000675877 0.000430433 0.000176601 0.000526572 0.000670451 0.000148948 0.000198642 0.000690499 0.000639175 0.00061491 0.000627109 0.000659535 0.000308528 0.00014889 0.00065776 0.000815915 0.000593597 0.000600274 0.000555321 6.15556e-05 1.9414e-05 0.000665002 0.000290518
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 101 2194 240 153 1337 857 391 353 466 224 109 403 85 77 100 56 87 55 74 191
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 101 2194 240 153 1337 857 391 353 466 224 109 403 85 77 100 56 87 55 74 191
is_linear=0
shrinkage=0.00196078


Tree=7283
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 2 14 2 150 1 159 0 49 4 1 1 475 4 0 150 52 43 147 3 0 4 43 150 52
split_gain=12.2345 1.43135 1.27395 1.10511 0.828891 0.5276 0.407926 0.403559 0.353633 0.396038 0.348231 0.204601 0.197083 0.294051 0.18724 0.174022 0.165931 0.147713 0.14316 0.185516 0.137271 0.12966 0.123549 0.1192 0.114423 0.112683 0.104121 0.0999544 0.0954659 0.0891327
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.10045500000000002 0.13075500000000004 0.14285500000000004 0.076175000000000007 0.14960000000000004 1.0000000180025095e-35 0.092845000000000025 0.078675000000000009 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.085605000000000014 0.15964000000000003 -0.074744999999999992 -0.55119499999999988 -0.076579999999999995 1.0000000180025095e-35 -0.53964499999999982 -0.016814999999999997 0.088610000000000008 -0.12711499999999995 -0.14723999999999998 -0.49405499999999997 -0.040344999999999992 0.089910000000000018 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 7 23 11 12 9 17 -4 20 13 15 18 25 -7 -6 -14 -20 27 -2 -11 -3 -21 -1 -19 -5 -17 -28
right_child=1 5 10 6 8 16 -8 -9 -10 22 -12 -13 14 -15 -16 28 -18 26 19 24 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00076370797055290342 0.00073184530232466905 0.0003654060263653985 0.00061364419991273892 0.00038581861684400975 0.00071773287397703972 0.00020231179338790447 0.00019070224463151113 0.00083046101084913886 0.00037836691815557792 0.00054692783119047387 0.00038066985096464601 0.00028935869456244638 0.00085071444968738209 0.00077654297153155005 0.00061165034708355649 0.00055885751542441035 3.7304298326302579e-05 0.00072651605006136919 0.00070482415492783646 0.00053016188911864071 0.00035226575660704794 0.0005679852821356882 0.00033620840910336246 0.00020442492305540265 0.00066231356087003161 0.00058737607832356012 0.00057542567162148658 0.00054304016401899593 0.00040066412520560035 0.00064073584671893143
leaf_weight=22 24 112 37 22 65 122 44 77 26 20 74 43 23 36 105 44 29 30 1287 28 38 82 23 21 251 38 173 53 22 150
leaf_count=22 24 112 37 22 65 122 44 77 26 20 74 43 23 36 105 44 29 30 1287 28 38 82 23 21 251 38 173 53 22 150
internal_value=0 0.000350186 0.00066373 0.000443228 0.000673152 0.000249938 0.000357443 0.000691366 0.000600854 0.000613402 0.000458328 0.000404472 0.000685596 0.000620258 0.000691844 0.000575605 0.000170622 0.000631835 0.000697143 0.000694888 0.000448276 0.000605086 0.000434217 0.000339988 0.000649051 0.000652031 0.000616018 0.000496922 0.000506126 0.000605755
internal_weight=0 590 2531 306 2420 284 200 1933 487 461 111 156 1856 162 1694 126 151 418 1589 1566 113 106 43 133 279 60 353 75 66 323
internal_count=3121 590 2531 306 2420 284 200 1933 487 461 111 156 1856 162 1694 126 151 418 1589 1566 113 106 43 133 279 60 353 75 66 323
is_linear=0
shrinkage=0.00196078


Tree=7284
num_leaves=31
num_cat=0
split_feature=1 3 12 39 44 4 4 474 1 2 15 12 43 3 4 0 1 16 52 133 15 43 49 0 43 3 13 1419 158 16
split_gain=0.55979 0.089119 0.0751192 0.0672849 0.05098 0.0490603 0.0485783 0.0631661 0.0725432 0.0474774 0.0497365 0.0418061 0.0380205 0.0388045 0.0369702 0.043179 0.0306168 0.0304826 0.0291795 0.0275991 0.0269355 0.0262526 0.0257714 0.0255197 0.0254727 0.0245953 0.0282015 0.0245248 0.0237814 0.0237375
threshold=0.10920500000000001 0.31370500000000007 0.078300000000000008 0.087735000000000021 1.0000000180025095e-35 -0.033174999999999989 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.10981000000000002 -0.016799999999999995 0.090285000000000018 -0.080324999999999994 -1.0000000180025095e-35 -0.0092149999999999992 -0.088774999999999979 0.15964000000000003 -0.040964999999999994 0.056145000000000007 -1.0000000180025095e-35 -0.091604999999999978 -0.025214999999999998 0.10858500000000001 0.056435000000000006 -0.11720999999999999 0.14121000000000003 -1.0000000180025095e-35 0.083675000000000013 0.085900000000000018 -0.040964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 23 8 28 20 19 -4 17 -14 15 -13 18 -10 -3 -11 -7 24 27 -1 -5 26 -21 29 -8 -17
right_child=1 16 11 21 -6 9 7 -9 12 10 -12 14 13 -15 -16 22 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0087565490930173236 0.0076199070924173745 0.00033331272360454835 0.0076332985578188434 0.0043054334496358234 0.0098633858166506591 0.0035250379771534952 0.0061507898557827062 -0.00046992373652756216 0.0085325645189732319 0.0010304940586838012 -0.0014855599484872074 0.010098883183166872 -0.0016759109084627461 0.0034779805931369392 0.0057914866429993684 0.0074762857181416651 -0.0026093727909028532 0.0038070737668529672 0.0043595838869266495 0.0030120440448323888 0.0070657708452615368 0.0052306727626947342 0.0041144277434796098 0.0051532945748225881 0.0010206189348757493 0.0021152800927386403 0.0073091646745091395 0.0099608867628765974 0.0094658553418703398 0.0061842664055965424
leaf_weight=61 56 54 1133 31 29 31 161 20 20 26 20 46 21 48 289 337 21 43 27 24 70 27 31 29 99 26 42 28 25 246
leaf_count=61 56 54 1133 31 29 31 161 20 20 26 20 46 21 48 289 337 21 43 27 24 70 27 31 29 99 26 42 28 25 246
internal_value=0 0.00346317 0.0069682 0.00406568 0.00580583 0.00495576 0.0055309 0.00498115 0.00532399 0.00433152 0.00312575 0.00721996 0.00353109 0.0019094 0.00674061 0.0071393 0.000793243 0.00530723 0.0016754 0.00390732 0.00597901 0.00239323 0.00692724 0.0075955 0.00180392 0.00472034 0.00574658 0.00706996 0.00659636 0.00693111
internal_weight=0 554 2567 452 457 295 428 338 318 239 138 2110 132 69 977 688 102 63 81 118 101 157 642 90 130 92 66 611 186 583
internal_count=3121 554 2567 452 457 295 428 338 318 239 138 2110 132 69 977 688 102 63 81 118 101 157 642 90 130 92 66 611 186 583
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=31
num_cat=0
split_feature=1 1 2 155 50 0 2 10 131 2 43 14 9 16 401 0 4 10 131 0 4 401 1446 15 15 16 1447 4 3 130
split_gain=0.45343 0.0778975 0.0612313 0.0531292 0.0498878 0.0468845 0.046505 0.0422287 0.0371821 0.0379757 0.0417116 0.0327297 0.0318415 0.0435182 0.0286142 0.0293947 0.027431 0.0263689 0.0245525 0.0242489 0.0241299 0.0380246 0.030707 0.0306521 0.0797195 0.143503 0.0270106 0.0387497 0.0319632 0.0341346
threshold=0.10920500000000001 0.14262000000000002 0.10045500000000002 0.084785000000000013 0.14026500000000003 -0.13027499999999997 -0.0091949999999999983 -0.074314999999999978 0.095715000000000008 0.13754500000000003 0.084740000000000024 0.062655000000000016 0.037245000000000007 -0.0064149999999999997 1.0000000180025095e-35 0.14486500000000005 -0.0086549999999999978 -1.0000000180025095e-35 0.093840000000000021 -0.055064999999999996 -0.082249999999999976 1.0000000180025095e-35 0.037915000000000011 -0.0079099999999999986 0.083195000000000005 -0.0057949999999999989 -0.085804999999999979 -0.52556499999999995 -0.094874999999999987 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 8 -4 12 -3 9 10 16 20 -1 -14 15 -7 19 -18 -9 -2 26 22 23 -22 25 -25 -8 -28 -29 -30
right_child=1 7 5 -5 -6 14 11 18 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00127784855520496 0.0065099809265562469 -0.0031932355158708313 0.0034072197809377142 0.0075645291087725625 0.0081426616830174766 0.006257533805369031 0.0040550865633930599 0.0026285528010730422 0.005843486707631706 0.00087744485033908854 0.0072503229398280383 0.0085807690493444489 0.0029875731794163588 0.0088122793351826465 0.0031508539753926212 0.0031039025583481819 -0.001057124267681502 0.0027876829851602178 -0.0013640439091250301 0.0022116879757959397 0.0063855296688159827 0.0077407473614827423 0.0074886321874752569 -0.0035143969408063976 0.005848599615688628 0.0061298289737250246 0.011405111870474438 0.0057086130468693838 0.0078763960642812009 0.0037108035248127726
leaf_weight=26 35 22 102 33 21 387 27 67 45 80 25 82 29 23 38 32 20 165 20 21 610 165 144 27 365 36 22 120 311 21
leaf_count=26 35 22 102 33 21 387 27 67 45 80 25 82 29 23 38 32 20 165 20 21 610 165 144 27 365 36 22 120 311 21
internal_value=0 0.00311685 0.00627138 0.00370372 0.00339448 0.00534572 0.00652907 0.000720926 0.00313946 0.00278779 0.00336232 0.00662582 0.00413521 0.00556389 0.00577839 0.00601668 0.002959 0.00237203 0.00171071 0.00489812 0.00653907 0.0063187 0.00612019 0.00593034 0.0052816 0.00199659 0.00713158 0.00730682 0.00710734 0.00761291
internal_weight=0 554 2567 445 412 559 2008 109 391 346 266 1930 78 52 457 419 241 185 87 56 1848 1347 1182 1038 428 63 501 474 452 332
internal_count=3121 554 2567 445 412 559 2008 109 391 346 266 1930 78 52 457 419 241 185 87 56 1848 1347 1182 1038 428 63 501 474 452 332
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=31
num_cat=0
split_feature=1 4 12 44 3 484 1 376 2 4 1 12 11 15 51 16 0 43 2 131 42 14 51 151 14 15 13 42 403 402
split_gain=0.367278 0.0639378 0.0523605 0.0420186 0.041681 0.0381383 0.0400165 0.0366775 0.0435053 0.0351913 0.0328654 0.0312053 0.0421006 0.0412878 0.059595 0.0366544 0.0376409 0.0317058 0.0320316 0.0458647 0.030312 0.0295222 0.0281499 0.0239645 0.0298208 0.0345962 0.0231809 0.0285273 0.0285811 0.0597594
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 1.0000000180025095e-35 0.12178000000000001 -0.011244999999999998 0.08864000000000001 0.083785000000000012 0.10981000000000002 0.40124500000000002 0.15471500000000002 0.11734000000000001 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 0.0057500000000000008 -0.13027499999999997 -0.0019149999999999998 0.084415000000000004 0.090385000000000007 0.09112000000000002 0.078320000000000015 -0.047599999999999996 0.050660000000000004 -0.46166999999999997 -0.56368999999999991 0.0015850000000000003 0.086730000000000015 0.23383500000000004 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 -1 -7 8 -2 11 23 12 15 14 22 16 -4 18 19 -17 -8 -15 -14 24 -3 -26 27 28 29 -18
right_child=1 10 9 -5 -6 6 20 -9 -10 -11 -12 -13 13 21 -16 17 26 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0077042056297933733 0.0055849853439241771 0.0039670059792697434 0.0022838058165059643 0.0083575066901614963 -3.3005487930495297e-05 0.0055105566209970626 0.0038117228209406475 0.00068628250155597934 0.0029301242550141336 0.0016796418488956987 -0.0011396049287369741 0.0040403262963625555 0.0061263554140317204 0.012740712402211057 0.0014926387323066592 -0.00067485155304893853 0.0066719975719700527 0.002336625798073198 0.0058162974538975105 0.0050612547475358712 -0.00028319620119873437 0.0079153770757329767 0.010015850837032001 0.0052861051493726507 0.0047001411954018602 0.0005992163703518196 0.0051431347385180112 0.0057516559678237001 0.0038305210521106022 0.011970783795484087
leaf_weight=37 126 50 26 29 20 163 188 32 121 20 35 87 49 21 20 20 654 42 235 46 20 32 30 22 24 144 208 565 33 22
leaf_count=37 126 50 26 29 20 163 188 32 121 20 35 87 49 21 20 20 654 42 235 46 20 32 30 22 24 144 208 565 33 22
internal_value=0 0.00280517 0.00564424 0.00467379 0.0044242 0.00464269 0.00433736 0.00387174 0.00428443 0.00585443 0.00172309 0.00589438 0.00597491 0.00757478 0.00636889 0.00584353 0.00605576 0.00491046 0.0052696 0.00332304 0.00341798 0.0098273 0.00760338 0.00214056 0.00182312 0.00118506 0.00612194 0.00628174 0.00670416 0.00684444
internal_weight=0 554 2567 457 428 408 371 279 247 2110 275 2090 2003 152 99 1851 1508 343 301 66 208 53 79 240 218 168 1482 1274 709 676
internal_count=3121 554 2567 457 428 408 371 279 247 2110 275 2090 2003 152 99 1851 1508 343 301 66 208 53 79 240 218 168 1482 1274 709 676
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 14 1 49 4 1 1 1 11 1 457 1 1 12 43 50 1 47 15 48 472
split_gain=21.4057 3.54432 1.93215 1.54566 1.32109 1.2932 0.850191 0.760344 0.640687 0.548412 0.509464 0.504929 0.377822 0.305248 0.28901 0.253601 0.25282 0.246338 0.244111 0.43787 0.240725 0.184869 0.180191 0.179461 0.173435 0.160548 0.144409 0.139745 0.125772 0.11605
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14530500000000005 0.40124500000000002 -1.0000000180025095e-35 0.089885000000000007 0.10613000000000002 0.062655000000000016 0.077845000000000011 -0.054984999999999992 -0.15464999999999998 0.16175000000000003 0.086920000000000011 0.13436000000000001 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.13075500000000004 0.12000500000000001 0.095780000000000018 -0.14792499999999997 0.041865000000000006 0.12958500000000003 0.11043500000000002 -0.090344999999999995 0.081805000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 7 8 21 10 25 15 -4 -2 -11 24 29 -15 18 22 -20 -5 -3 -10 -19 27 -9 -14 -7 -13 -1
right_child=1 5 11 20 -6 14 -8 9 17 13 -12 28 26 16 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010570981355144567 0.0005869216419826281 0.00043007333386234603 0.00084091873437750571 0.00054899282765641713 0.00057927169601183401 0.00026559926518042053 0.00054081838602334066 0.00076473430572496562 0.00089513099251077144 0.00068873164116167555 0.0011162642180305574 0.0004140928702267629 0.00090867947165713817 0.00046356656404898688 -6.4567590600190929e-06 0.00088926124491345629 0.00025048425479554662 0.00081548187446917031 0.00085967684949430658 0.00051150265346297746 0.00031663960875377207 0.00024443615044772058 0.00083272069457109043 0.0010252061974466938 0.00040023939619911582 0.00054333599384728023 0.00076468445798929998 6.3108235926312564e-05 0.00058985862207308832 0.00094355156664951577
leaf_weight=36 23 30 28 60 48 38 24 34 439 20 59 24 81 149 21 407 25 21 41 21 24 66 299 62 22 20 40 20 45 894
leaf_count=36 23 30 28 60 48 38 24 34 439 20 59 24 81 149 21 407 25 21 41 21 24 66 299 62 22 20 40 20 45 894
internal_value=0 0.000495192 0.000890038 0.000693985 0.000901228 0.000393338 0.000907938 0.000450613 0.000911804 0.000507967 0.000937951 0.000618841 0.000817289 0.00045932 0.000198263 0.000930082 0.000432951 0.000870467 0.000859918 0.000741747 0.000482606 0.000302448 0.000869846 0.000972143 0.000252003 0.000682735 0.000861078 0.000195775 0.000528723 0.000947947
internal_weight=0 673 2448 228 2351 445 2303 344 2279 248 1396 97 144 194 101 1337 174 883 800 62 84 96 738 83 80 54 121 58 69 930
internal_count=3121 673 2448 228 2351 445 2303 344 2279 248 1396 97 144 194 101 1337 174 883 800 62 84 96 738 83 80 54 121 58 69 930
is_linear=0
shrinkage=0.00196078


Tree=7288
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 2 4 149 151 2 15 3 2 0 156 0 48 0 51 2 16 14 12 49 15 50 1 160 15 39
split_gain=0.380089 0.101625 0.0515167 0.0466242 0.0505439 0.0415561 0.0371493 0.0365943 0.0355933 0.0352603 0.038905 0.0350257 0.0407532 0.0389898 0.0293163 0.0456998 0.0327602 0.0292336 0.0292822 0.0640977 0.0260478 0.0412108 0.0360751 0.0259103 0.0412386 0.0251298 0.0490514 0.0247328 0.0475564 0.0241963
threshold=0.11829500000000003 0.078300000000000008 0.10124500000000002 0.085505000000000012 0.080200000000000007 0.11362000000000001 0.053180000000000012 0.081720000000000015 0.050660000000000004 0.073895000000000002 -0.077844999999999984 -0.14186499999999996 0.081685000000000021 -0.072269999999999987 0.10339000000000002 0.024095000000000002 -1.0000000180025095e-35 -0.10607499999999999 0.14722500000000002 0.098035000000000011 0.24134000000000003 -1.0000000180025095e-35 0.11734000000000001 0.09858500000000002 -0.14601999999999996 0.041865000000000006 0.082005000000000008 1.0000000180025095e-35 -0.089964999999999976 0.082735000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 8 11 14 9 10 -1 12 -3 17 15 16 -2 -13 19 -19 21 -18 -23 24 -11 26 -14 29 -29 -26
right_child=3 6 -4 4 -6 -7 -8 -9 -10 23 -12 13 25 -15 -16 -17 20 18 -20 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.006463852289395975 -0.0020996188643671895 0.011232463625259698 0.003320073138642628 0.0050795874147511579 -0.00039899374879453153 0.0018288579536601902 0.004891278403856174 0.0056135409476701171 0.0016430894179003581 0.01112394059309736 0.0008177280999146976 0.0024130558921024205 0.002894262914924184 0.0049499195938158269 0.004554696518512767 -0.0025660831926335747 0.0066350039991084492 0.006205323274307996 0.0032231895914000852 0.010001345802700836 -0.0013428790073487023 0.00079653826350018484 0.0050150977125248087 0.0036164293226240013 0.0062834101548255653 0.0096683729905635129 0.0074876642775009664 0.0050385251123872075 0.010823469801495473 0.0029202646722465203
leaf_weight=23 23 25 231 85 21 32 278 20 21 20 26 20 32 296 23 34 20 1348 31 46 21 92 26 29 103 26 85 27 30 27
leaf_count=23 23 25 231 85 21 32 278 20 21 20 26 20 32 296 23 34 20 1348 31 46 21 92 26 29 103 26 85 27 30 27
internal_value=0 0.00566156 0.00447106 0.00222754 0.00399421 0.00525768 0.0059713 0.0015045 0.00561625 0.00590901 0.00346795 0.00612858 0.00750748 0.00599552 0.00116064 0.000799239 0.00142793 0.0062097 0.00626299 0.00633059 0.0019382 0.00243749 0.00172605 0.00641584 0.00680803 0.00685626 0.00623135 0.00634643 0.00808323 0.00558491
internal_weight=0 2756 569 365 106 338 2187 259 306 285 49 1909 168 1741 239 216 182 1445 1425 1394 159 138 118 236 207 143 117 187 57 130
internal_count=3121 2756 569 365 106 338 2187 259 306 285 49 1909 168 1741 239 216 182 1445 1425 1394 159 138 118 236 207 143 117 187 57 130
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 1 2 4 2 150 3 4 1 16 12 4 0 0 4 160 3 13 15 1 47 0
split_gain=15.9468 2.64244 1.59611 1.28629 0.833923 0.65984 0.564988 0.502918 0.444792 0.434874 0.353794 0.339414 0.260541 0.251691 0.206982 0.218676 0.204712 0.178976 0.133395 0.165136 0.137477 0.126424 0.156283 0.122919 0.144555 0.111668 0.131197 0.125164 0.11098 0.109961
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.14753000000000002 0.27834500000000006 -0.090999999999999984 1.0000000180025095e-35 0.086245000000000016 -0.031404999999999995 0.14089500000000002 0.10246000000000001 0.09141500000000001 -0.49013999999999996 -0.076579999999999995 0.14486500000000005 0.053180000000000012 -0.075414999999999982 -0.010424999999999999 -0.47860499999999995 -0.41396999999999995 0.14262000000000002 0.078345000000000012 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 10 -4 12 13 -5 11 -3 -1 21 18 -16 -7 28 19 -14 -21 22 -6 -13 -25 -12 -27 -28 -2 -20
right_child=1 5 6 9 8 16 -8 -9 -10 -11 25 23 14 -15 15 -17 -18 -19 29 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00056154802508001449 0.00037737522851310525 0.00043001424686664512 0.00073228758187759968 0.00070990016673194223 0.00075354670725799914 0.00059400965069395613 0.00043981318763233539 0.00093646007402578004 0.00048773916500965633 0.00043473880517146054 0.00023695688548625685 0.00035494764495040752 0.00096451482630354802 0.00053292384097243051 0.00079309929175374499 0.00059633707998841461 0.00033227949448879442 0.00059144954786033313 0.00076096018855881427 0.00079311100218225935 0.00067754639094380999 0.0005777932608219059 0.00066765420743173265 0.00029283861702709805 0.00013164309803861295 0.00021064816809752407 0.0001258303739550505 -9.35361130213292e-05 0.00049979932608368619 0.00063438280916013642
leaf_weight=22 175 44 123 34 268 27 32 76 39 63 25 23 21 30 39 49 20 20 458 1140 41 23 117 35 55 20 20 20 34 28
leaf_count=22 175 44 123 34 268 27 32 76 39 63 25 23 21 30 39 49 20 20 458 1140 41 23 117 35 55 20 20 20 34 28
internal_value=0 0.000411663 0.000518251 0.000752463 0.000761593 0.000270037 0.000671906 0.000780224 0.000688396 0.000531187 0.000228748 0.000283912 0.00077362 0.000706263 0.000776247 0.000683539 0.000482635 0.000414248 0.00078108 0.000792164 0.000789099 0.000719008 0.000727444 0.000227022 0.00019433 0.000126856 8.09808e-05 1.61471e-05 0.000397291 0.000753668
internal_weight=0 673 384 2448 2351 289 155 1874 477 97 242 157 1798 438 1776 88 47 229 1688 1202 1181 408 385 113 90 85 60 40 209 486
internal_count=3121 673 384 2448 2351 289 155 1874 477 97 242 157 1798 438 1776 88 47 229 1688 1202 1181 408 385 113 90 85 60 40 209 486
is_linear=0
shrinkage=0.00196078


Tree=7290
num_leaves=31
num_cat=0
split_feature=1 12 2 1 3 13 3 4 51 39 48 3 15 16 3 13 474 12 14 4 15 16 0 16 2 15 12 2 43 12
split_gain=0.376342 0.108903 0.0599976 0.0579649 0.0406415 0.0409232 0.0361872 0.0361491 0.0335157 0.033888 0.0313668 0.0313492 0.035185 0.0300983 0.0357114 0.0636387 0.0294292 0.0292505 0.0282257 0.0364541 0.0274602 0.0263268 0.0379324 0.0386917 0.0265202 0.0421492 0.0363364 0.0260797 0.0258821 0.0412131
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.10124500000000002 0.30112000000000005 -0.47860499999999995 0.12745000000000004 0.40124500000000002 -0.40274499999999996 0.10226500000000001 0.10061000000000002 -0.13309499999999996 0.13592500000000005 -0.072359999999999994 -0.10217499999999997 0.021350000000000004 0.086280000000000009 0.092200000000000018 -0.087574999999999986 -0.013125 -0.14601999999999996 -0.039889999999999988 -0.084804999999999978 0.15273500000000004 0.090050000000000005 -0.095869999999999983 -1.0000000180025095e-35 0.081685000000000021 -0.00045499999999999995 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 6 -6 8 11 -2 18 16 27 13 28 15 -15 20 -16 -10 -20 -1 24 -23 -24 25 -22 -26 -3 29 -13
right_child=4 7 -4 -5 5 -7 -8 -9 9 -11 -12 12 -14 14 17 -17 -18 -19 19 -21 21 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0090625226668115452 0.0058329004733620781 0.010048299518686171 -0.00069896794315850875 0.0034391224495882696 0.0020625768380081616 -0.0021565278711466072 0.0056056157214027886 0.003050352025976671 0.0059218579204753045 -0.00011089155750889932 0.0016491028945893049 0.0094025590439112145 0.0029939587026402903 -0.001397298135852907 0.0061764465910264469 0.0059883263469341086 0.0030904459419370807 0.0050476477491181631 0.0057919262396171692 0.0009731332589680814 0.0063728100166190425 0.0088598641941287359 0.0017994209531355988 0.0067745875792483007 0.0042840018131472691 0.00036216301959939305 0.009170018730725607 0.0067490183863317572 0.0055352033236573984 0.0064693955190944646
leaf_weight=28 23 28 22 239 56 39 38 42 23 62 20 52 41 20 552 28 37 393 20 73 20 51 22 54 45 28 23 166 268 608
leaf_count=28 23 28 22 239 56 39 38 42 23 62 20 52 41 20 552 28 37 393 20 73 20 51 22 54 45 28 23 166 268 608
internal_value=0 0.00563236 0.0044248 0.00462361 0.00208016 0.000330523 0.00277563 0.00595595 0.0022406 0.00177643 0.00548669 0.00601255 0.00589264 0.00595451 0.00557185 0.00291098 0.00573588 0.00570701 0.00278517 0.00200943 0.00609707 0.00575537 0.00675014 0.00533441 0.00466627 0.0028666 0.00593663 0.0072252 0.00636397 0.00670049
internal_weight=0 2787 589 567 334 95 239 2198 201 178 328 2156 1962 1921 993 48 308 945 116 93 271 243 127 76 116 48 68 194 928 660
internal_count=3121 2787 589 567 334 95 239 2198 201 178 328 2156 1962 1921 993 48 308 945 116 93 271 243 127 76 116 48 68 194 928 660
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=31
num_cat=0
split_feature=1 2 52 1 97 130 16 44 12 0 1 4 12 3 14 0 1 3 49 11 150 16 12 10 4 3 123 1 2 52
split_gain=0.304837 0.0892811 0.0517807 0.0533522 0.0505422 0.0419912 0.0414354 0.0395158 0.0354092 0.0372378 0.033756 0.0367642 0.0405815 0.033697 0.0322839 0.0329294 0.0563287 0.0736026 0.0331317 0.0311234 0.0308482 0.0372361 0.0292037 0.028991 0.0280867 0.027396 0.0263467 0.0377773 0.0410038 0.0262624
threshold=0.12000500000000001 0.10045500000000002 -0.45478499999999994 0.081315000000000012 -0.083924999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.095565000000000011 -0.088774999999999979 0.14860500000000001 -0.031404999999999995 -0.12529499999999996 -0.096099999999999977 0.076975000000000002 -0.11013499999999998 0.083135000000000014 -0.020429999999999997 -0.15498999999999999 0.076560000000000003 1.0000000180025095e-35 -0.016164999999999995 0.11586 -0.062879999999999978 0.066685000000000008 -0.076969999999999997 0.086120000000000016 0.10612500000000001 0.10699500000000002 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 8 14 9 -4 11 -2 -13 -8 15 16 -6 -18 -17 -20 26 29 -14 -12 -10 -15 27 28 -7 -22
right_child=10 2 3 5 7 20 13 -9 24 -11 23 12 22 25 -16 18 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015114863219699173 0.005134485456978948 0.0059076099611835298 0.0052802587620034399 -0.0017814329097745941 0.0061190997610249308 0.0042140336733104454 -0.00044660417008258053 0.0098795926489401616 0.0054460542344895654 0.010095279408490351 -0.0033149541245074948 0.0052382345416492997 0.00090294581208380867 0.0062332761740045888 0.0073693402046855127 0.0094950992058147679 -0.0029630872642710097 0.0039155730869000161 0.0054610289103214586 0.0024495602838162864 0.0057686002191621811 -0.0020127943589944731 0.0047723504174924034 0.001216637766143928 0.0018134395334998084 0.0028377514545698777 0.0010977076267375163 0.0030908467239351015 0.010188017715699972 0.0015265912069244896
leaf_weight=33 41 127 36 20 63 27 21 20 80 29 20 31 172 35 81 20 21 60 1763 35 20 22 22 48 29 74 27 70 20 54
leaf_count=33 41 127 36 20 63 27 21 20 80 29 20 31 172 35 81 20 21 60 1763 35 20 22 22 48 29 74 27 70 20 54
internal_value=0 0.00506912 0.00408337 0.00367259 0.0053941 0.0026209 0.00457206 0.00545621 0.00558119 0.0074285 0.00187215 0.00238044 0.00187859 0.00322138 0.0054129 0.00533213 0.00387648 0.00213222 0.00544743 0.00540241 0.00298776 0.00159923 0.00134174 -0.000116183 0.00447958 0.00392806 0.00391345 0.00456324 0.00675615 0.00267308
internal_weight=0 2787 691 564 2096 260 304 2063 174 65 334 266 225 130 2043 1962 144 81 1818 1798 240 96 194 68 109 109 144 117 47 74
internal_count=3121 2787 691 564 2096 260 304 2063 174 65 334 266 225 130 2043 1962 144 81 1818 1798 240 96 194 68 109 109 144 117 47 74
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 3 12 0 34 130 4 2 124 4 447 9 15 12 12 0 43 52 41 43 1444 4 50 1456
split_gain=0.246918 0.0727891 0.0458254 0.0484715 0.0521168 0.0411361 0.0418772 0.0332583 0.0366089 0.0307976 0.0301177 0.0353557 0.0339603 0.035516 0.0284428 0.0369689 0.0265123 0.0524269 0.0251153 0.0249531 0.0604015 0.0381711 0.042141 0.0372048 0.0356294 0.0695248 0.0367135 0.0330808 0.0295399 0.0264506
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 0.30112000000000005 -0.42850999999999995 -0.062764999999999974 -0.038779999999999995 -0.0060099999999999989 -0.031404999999999995 0.13501500000000002 -0.087894999999999987 -0.0043399999999999992 0.088380000000000014 0.081890000000000004 -0.026084999999999994 0.08598500000000002 0.085885000000000017 -0.14832499999999996 -0.0017249999999999998 0.083680000000000018 0.077565000000000009 -0.14792499999999997 -0.079374999999999987 -0.073934999999999987 0.11875500000000001 -0.089834999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 10 -9 14 -2 -12 -13 -14 -5 -16 17 19 -11 20 21 -3 29 -24 26 -26 -21 28 -28 -23
right_child=7 16 -4 4 -6 6 -8 8 -10 18 11 12 13 -15 15 -17 -18 -19 -20 24 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00073142905071701698 -0.00049065138914694691 0.0085790660097113548 -0.00052955503611323926 0.0045404966266471003 0.0083240602991561628 0.0047886925371803295 0.0018557269875851365 0.0027315787649165621 -0.0013633934939356492 0.0067648590438614559 -0.00047319828259662306 0.006631756427053076 0.0039470310781642027 0.00080376989287087464 0.0023148955193857206 -0.0021348364358400986 0.0017692966665241068 0.0095141043517893813 0.0024601616840245148 0.0081726248189806939 0.010328868438955398 0.0026649203758235232 0.0045975751261987793 -0.00013125039154796727 -0.0023731333713623744 0.0052986954563055879 0.0052775812237897818 0.0042377800075388203 0.0013769602915272119 0.0056298849127442126
leaf_weight=23 33 31 26 21 26 303 58 34 61 23 29 26 92 59 43 33 28 24 33 30 24 33 41 28 21 27 664 886 20 341
leaf_count=23 33 31 26 21 26 303 58 34 61 23 29 26 92 59 43 33 28 24 33 30 24 33 41 28 21 27 664 886 20 341
internal_value=0 0.00456221 0.00357497 0.00376452 0.00395602 0.00373507 0.00431747 0.00168493 0.000102176 0.0023609 0.00231406 0.00276336 0.00329364 0.00271887 0.0012829 0.000382775 0.00482676 0.00486621 0.00422816 0.00481423 0.00543454 0.00518673 0.00494934 0.00267863 0.00462678 0.00194227 0.00470732 0.0046411 0.00516353 0.00536827
internal_weight=0 2787 589 563 540 514 361 334 95 153 239 206 177 151 97 76 2198 2170 56 2146 498 474 443 69 1648 48 1600 1570 684 374
internal_count=3121 2787 589 563 540 514 361 334 95 153 239 206 177 151 97 76 2198 2170 56 2146 498 474 443 69 1648 48 1600 1570 684 374
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 149 10 4 1 2 48 51 2 12 394 51 48 48 13 4 403 1 159 133 131 43 0 0 12 51
split_gain=0.206212 0.0754079 0.0549748 0.0364331 0.0362334 0.032637 0.0365032 0.032562 0.038278 0.0967269 0.0574969 0.0417716 0.0374011 0.0368896 0.029457 0.0284733 0.0311456 0.0356117 0.0242254 0.0239912 0.0362366 0.0246135 0.0225233 0.0222066 0.0256269 0.02442 0.026523 0.0344112 0.0259125 0.0216007
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.07770500000000001 -0.079859999999999987 -0.082249999999999976 0.088135000000000005 0.08647500000000001 0.085485000000000019 -0.064959999999999976 -0.080614999999999978 0.11650500000000001 -1.0000000180025095e-35 -0.17684999999999998 0.092475000000000016 0.078735000000000013 0.049530000000000012 -0.080364999999999978 -0.43370499999999995 0.088975000000000012 0.12231500000000002 0.51314000000000015 0.091295000000000015 0.062770000000000006 -0.090314999999999993 -0.082724999999999979 0.089570000000000025 -0.047599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -2 13 -9 12 11 -11 -10 15 -14 -5 17 29 19 -16 -21 -22 23 24 25 26 -23 -28 -29 -17
right_child=5 -3 -4 4 -6 -7 -8 8 9 10 -12 -13 14 -15 18 16 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0015157434686519386 -0.0016033704249331588 -0.00063301365695555114 0.001302534912336761 0.0082097436802891586 0.0073613248175733092 0.0048245413636323065 0.0016586255698029274 0.0043347629266355823 0.00053409920365083969 0.0015902977492457825 0.0026485599698751316 -0.0041163299060105506 0.0080542742472607658 0.00060694358879118235 0.0076683973821456593 0.0032965881007310351 0.0015724606354654367 0.0089334219440140514 0.0018500552618033476 5.6696012616157536e-05 0.0012219949477267537 0.0039174315358440469 0.0016146287893537771 0.0018981627537868917 0.0040193274660850877 0.0034340375344202459 0.010878942133453877 0.0033822463266551493 0.0076937878241195622 0.0050724543656387256
leaf_weight=48 39 33 65 26 38 28 285 1316 28 23 83 29 20 20 21 79 28 22 42 20 22 26 22 22 104 28 23 20 46 515
leaf_count=48 39 33 65 26 38 28 285 1316 28 23 83 29 20 20 21 79 28 22 42 20 22 26 22 22 104 28 23 20 46 515
internal_value=0 0.00411868 0.00417599 0.00424591 0.00429588 0.00154905 0.00126598 0.00425081 0.00403665 0.00335907 0.00101506 -0.00159224 0.00407178 0.00483899 0.00430989 0.00496532 0.00483433 0.0049826 0.00412078 0.00439019 0.00418345 0.00444715 0.00469097 0.00494257 0.00521373 0.00608239 0.0067272 0.00754803 0.00638726 0.00483627
internal_weight=0 2769 2736 2671 2623 352 324 2585 1895 579 135 52 444 690 416 670 644 616 396 354 333 313 291 269 247 143 115 89 66 594
internal_count=3121 2769 2736 2671 2623 352 324 2585 1895 579 135 52 444 690 416 670 644 616 396 354 333 313 291 269 247 143 115 89 66 594
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 1 15 52 4 48 4 41 49 52 147 1447 402 42 2 456 456 149 14 12 123 1204 159 0 474 482
split_gain=0.167031 0.0610804 0.0445296 0.0295108 0.0293491 0.0271535 0.0324593 0.0274711 0.0290912 0.0267291 0.0254611 0.0286171 0.0286772 0.0278664 0.0271112 0.0250462 0.0435824 0.0520225 0.069012 0.024945 0.0265598 0.0234698 0.027283 0.0259319 0.0266612 0.0224183 0.0243781 0.048844 0.0289134 0.027073
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.14699000000000004 -0.41396999999999995 0.039215000000000007 0.50500500000000004 0.14505500000000002 -0.082249999999999976 0.085095000000000018 -0.10774499999999999 0.11277500000000001 0.092070000000000013 -0.085684999999999997 0.10842 0.087885000000000019 0.085345000000000018 0.087225000000000011 0.087635000000000005 0.07770500000000001 -0.47013499999999991 0.09364500000000002 0.084880000000000025 -0.08725999999999999 -1.0000000180025095e-35 -0.066689999999999985 0.083455000000000015 0.11701000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 7 -7 21 -9 10 11 12 -5 15 19 -14 17 -17 -19 25 -21 22 -2 24 -24 -12 27 28 -27 -28
right_child=5 -3 -4 4 -6 6 -8 8 -10 -11 14 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.0013641691194303954 0.0040080699156969787 -0.00056971215120883603 0.0011722814299775144 0.0082187446625903247 0.0066251923547258097 0.0013344327945794378 -0.0035015595368231124 0.0064276072125800934 0.0020873320980017334 0.00035496995366305451 0.0067075181995397033 0.00065036317333579076 0.0072634013195056468 0.001782871558904075 0.00039406873192638161 0.0042461704130547923 0.00061135379404857247 0.011521226621698589 0.0045984399977088393 0.0083815841213800008 0.0044332380033523331 0.0044263840941268775 0.0020153255325418957 -0.0017984895944559518 -0.0010216555913069808 0.0044002464710939607 0.0033239873470826049 0.00062510126372217201 0.0076273013771917184 0.0070304208435118202
leaf_weight=48 25 33 65 20 38 35 23 23 47 22 23 20 32 39 25 485 29 24 36 20 115 21 98 39 41 266 1346 32 31 20
leaf_count=48 25 33 65 20 38 35 23 23 47 22 23 20 32 39 25 485 29 24 36 20 115 21 98 39 41 266 1346 32 31 20
internal_value=0 0.00370681 0.00375839 0.00382132 0.00386629 0.00139414 -0.000583288 0.00178425 0.00351342 0.00382573 0.00385552 0.0043774 0.00448949 0.00437385 0.00366517 0.0045406 0.00438881 0.00458981 0.00736755 0.0037093 0.00501818 0.00124388 0.000914654 0.000480185 0.00111953 0.00360645 0.00356437 0.00433713 0.00473708 0.00337825
internal_weight=0 2769 2736 2671 2623 352 58 294 70 2585 2563 685 665 645 1878 606 574 545 60 1853 135 224 203 178 139 1718 1695 329 297 1366
internal_count=3121 2769 2736 2671 2623 352 58 294 70 2585 2563 685 665 645 1878 606 574 545 60 1853 135 224 203 178 139 1718 1695 329 297 1366
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=31
num_cat=0
split_feature=4 2 3 9 44 3 42 1208 1213 158 0 2 51 16 52 47 1 52 473 52 1416 11 48 16 4 3 43 2 4 52
split_gain=0.135295 0.0494751 0.036069 0.0239038 0.0237728 0.0233545 0.022778 0.0316387 0.0290228 0.0249893 0.0276358 0.0446271 0.0524568 0.0548569 0.0509724 0.0318654 0.0277319 0.0267781 0.0232494 0.0227248 0.0217327 0.0289712 0.0252559 0.0478201 0.0403034 0.0382104 0.0347053 0.0297064 0.0331259 0.0370809
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.63141500000000017 0.11457500000000002 0.099975000000000008 -0.0043299999999999996 0.07968500000000002 -0.10836499999999999 0.08622500000000001 0.093135000000000009 -0.36241499999999999 -1.0000000180025095e-35 0.11043500000000002 0.077845000000000011 0.11639500000000001 -1.0000000180025095e-35 -0.077024999999999996 1.0000000180025095e-35 0.088710000000000011 0.090720000000000009 0.22339500000000004 -0.50052499999999989 -0.10217499999999997 -0.092909999999999979 0.12992500000000004 -0.14098499999999997 -0.0080349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 9 8 -8 10 11 16 13 -13 19 18 -5 -11 -12 -15 21 22 24 26 25 -20 -24 28 29 -26
right_child=5 -3 -4 4 -6 -7 7 -9 -10 17 15 12 -14 14 -16 -17 -18 -19 20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0012277521543486124 0.0014546483252106336 -0.00051274100727768555 0.0010550532674488539 0.0019903934491729293 0.005962673168611027 -0.0020639699464663863 0.0041456064163719782 0.0049894806840834584 0.00091161832946503685 0.0047470822304844177 0.0068551082093935376 0.0043231188234130972 0.0051811799530696589 -0.00019884711907555659 -0.0043488202665466821 0.0015206870314044257 0.0060614822368899529 0.0011031310359778052 0.0090841574486918188 0.0035584002373401421 0.0062092455599697368 0.00076960917952394973 0.0067938907314901769 -0.0010427195462398232 -0.0023264379566535357 0.0043413394567917802 0.0025386444098093428 0.0073439123031372837 0.0036397027737906963 0.0035037307689587275
leaf_weight=48 332 33 65 27 38 20 37 37 111 242 22 32 32 60 25 75 44 22 26 22 31 37 23 32 20 49 115 21 1419 24
leaf_count=48 332 33 65 27 38 20 37 37 111 242 22 32 32 60 25 75 44 22 26 22 31 37 23 32 20 49 115 21 1419 24
internal_value=0 0.00333613 0.00338255 0.00343919 0.00347966 0.00125473 0.00344316 0.00237399 0.00172012 0.00352557 0.00341213 0.00240585 0.00153082 0.000690455 -0.000395949 0.00354071 0.00451332 0.00444342 0.00362399 0.000809195 0.00358444 0.00353836 0.00359761 0.00244022 0.00372382 0.00598552 0.00324785 0.00360952 0.00355591 0.000853654
internal_weight=0 2769 2736 2671 2623 352 2585 185 148 2400 2136 242 171 139 107 1894 71 264 1819 82 1797 1766 1729 170 1559 75 138 1484 1463 44
internal_count=3121 2769 2736 2671 2623 352 2585 185 148 2400 2136 242 171 139 107 1894 71 264 1819 82 1797 1766 1729 170 1559 75 138 1484 1463 44
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 2 1 2 4 1 0 12 52 3 47 15 10 0 160 49 2 151 4 14 151
split_gain=22.9098 3.87533 2.24 1.78578 1.40804 1.17131 0.842457 0.60902 0.591905 0.569925 0.489722 0.45762 0.428582 0.369706 0.228032 0.20994 0.17568 0.161691 0.161319 0.157969 0.135453 0.142252 0.121953 0.12039 0.117216 0.114748 0.112699 0.111112 0.10735 0.105077
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.14285500000000004 0.27834500000000006 0.085345000000000018 -0.22491999999999998 0.082480000000000012 -0.56176499999999996 -0.017889999999999996 0.090100000000000013 -0.41942499999999994 -0.39453499999999991 0.18019500000000002 -1.0000000180025095e-35 0.10595500000000001 0.15950500000000004 -0.086769999999999986 0.0067750000000000006 0.096015000000000017 -0.00016499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 8 12 10 -6 14 -5 13 -4 -1 -12 29 -17 -15 -3 -14 -22 24 -20 26 -23 -19 -18 -10 -16
right_child=1 2 7 11 9 -7 -8 -9 28 -11 15 -13 20 18 16 17 27 22 23 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094946004971502003 0.00091765302464106701 0.00043541264189681623 0.00049944594638237649 0.00080365941528611927 0.00083166471101473263 0.00060048041290000956 0.00054450886981452214 0.00053790002137375174 0.0011180549227743047 0.00050932808639177305 0.0007008388311146997 0.00052639665702978761 0.00026264238821773947 0.00038774390652359628 0.00068778320381732659 0.00099083303755924347 0.00092082193389145381 0.00076216493814098402 0.000349259909003997 0.00058232743959305054 0.00023937055603692343 0.00014809333783227438 0.00071882686340341375 0.00016873509020489804 0.00081470130572557022 -6.1946784091346409e-05 0.00088930957306615737 0.00079465832276631244 0.00096325514628095371 0.00085517448791559193
leaf_weight=881 71 191 39 37 71 48 24 37 61 30 27 60 37 33 21 45 360 28 20 33 22 20 20 49 110 20 627 29 24 46
leaf_count=881 71 191 39 37 71 48 24 37 61 30 27 60 37 33 21 45 360 28 20 33 22 20 20 49 110 20 627 29 24 46
internal_value=0 0.000484396 0.000433297 0.000892879 0.000543719 0.000903636 0.000909955 0.000303741 0.000913803 0.000735921 0.000907584 0.000632157 0.000267642 0.000337072 0.000931037 0.000870994 0.000895444 0.000876529 0.000274988 0.000457056 0.000168756 0.000112727 0.000869976 0.000221061 0.000873928 4.30733e-05 0.000883874 0.000911416 0.00107435 0.000802709
internal_weight=0 673 602 2448 325 2351 2303 277 2279 101 2194 97 240 141 1337 857 456 830 102 224 99 62 785 69 765 40 655 389 85 67
internal_count=3121 673 602 2448 325 2351 2303 277 2279 101 2194 97 240 141 1337 857 456 830 102 224 99 62 785 69 765 40 655 389 85 67
is_linear=0
shrinkage=0.00196078


Tree=7297
num_leaves=31
num_cat=0
split_feature=1 2 11 11 40 2 150 12 0 13 151 1 483 13 40 15 0 13 39 156 12 47 40 48 3 401 401 42 43 403
split_gain=0.165886 0.0517451 0.0374657 0.042288 0.0367323 0.0330918 0.0321537 0.0509581 0.0369119 0.033198 0.0326075 0.0248476 0.0270751 0.0247772 0.0224548 0.0224329 0.022122 0.0217616 0.0215645 0.0281327 0.0234335 0.0233257 0.0292792 0.0285178 0.0203283 0.0195428 0.0212268 0.0278515 0.0215162 0.0425948
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 0.051255000000000002 -0.0091949999999999983 1.0000000180025095e-35 0.087995000000000004 -0.23091999999999999 -0.08971999999999998 -0.0093999999999999986 0.16773500000000005 0.098395000000000024 -0.086254999999999984 -0.082074999999999995 -0.0072999999999999992 -0.07384499999999998 -0.0093149999999999986 0.14059500000000003 0.10339000000000002 0.11418000000000002 0.085505000000000012 -1.0000000180025095e-35 0.094275000000000012 -0.0069549999999999994 0.086285000000000014 0.093690000000000009 0.085465000000000013 -0.0057949999999999989 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 16 9 8 -8 24 -10 12 18 -11 -7 -5 -1 -18 19 20 21 22 -2 -23 -3 -16 -27 -28 29 -29
right_child=11 4 3 15 -6 14 7 -9 10 13 -12 -13 -14 -15 25 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0041931220715672804 0.0019560029604546135 0.0031925304547736517 0.0092478278833108812 0.0066031755469157368 -0.0012603407527785749 0.0070069670366744207 0.0037159659559480272 0.0058820126811042431 0.00073304231602536597 0.0070764250122010708 -0.0041035209666006271 -0.0018167956570244355 0.0051484833401627839 0.0035633021408780783 0.0038251243664353808 0.001923557585992274 0.0026255581540560041 -0.0013271259851395511 -0.0014034688490657853 0.0048068529944866904 0.0045591464964672927 0.0054906205020167614 -0.00085482153226621458 0.0010974543162026546 4.105275452491783e-07 0.0070143306877549841 0.0027534008069192025 0.010489458870142699 0.0040216793359087949 0.0039629864424932755
leaf_weight=29 63 38 28 20 20 24 26 22 46 21 20 23 20 456 1734 21 30 26 26 25 20 22 90 45 42 38 62 20 44 20
leaf_count=29 63 38 28 20 20 24 26 22 46 21 20 23 20 456 1734 21 30 26 26 25 20 22 90 45 42 38 62 20 44 20
internal_value=0 0.00371321 0.00396062 0.00625214 0.00296276 0.00388261 0.00308863 0.0015585 0.000524616 0.0034018 -0.000732583 0.00135485 0.00158941 0.00371797 0.00396714 0.0042063 0.00195132 0.000790383 0.0013448 0.00161444 0.0012819 0.00098397 0.000302577 0.00253999 0.00151667 0.00392911 0.00490901 0.00436105 0.00554765 0.00722622
internal_weight=0 2787 2096 69 691 2027 671 114 92 557 66 334 311 477 1942 41 85 56 291 265 240 220 153 67 80 1918 184 146 84 40
internal_count=3121 2787 2096 69 691 2027 671 114 92 557 66 334 311 477 1942 41 85 56 291 265 240 220 153 67 80 1918 184 146 84 40
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=31
num_cat=0
split_feature=4 2 149 123 15 48 0 3 4 156 52 10 43 0 49 1455 1374 15 51 48 0 0 4 156 4 4 16 16 133 13
split_gain=0.138605 0.048855 0.0464363 0.0371722 0.0264562 0.0338465 0.0544417 0.0418928 0.0932664 0.0292745 0.0255565 0.0299245 0.025764 0.0261765 0.022879 0.0226557 0.0248305 0.0261425 0.0286537 0.0219616 0.0216758 0.0280781 0.0305922 0.0294521 0.0283702 0.0249464 0.0223883 0.0344463 0.0212331 0.0228908
threshold=0.36766000000000004 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 -0.11033999999999998 0.082620000000000013 0.041630000000000007 0.11296500000000002 -0.031404999999999995 0.086635000000000004 0.12354000000000001 -0.074314999999999978 0.10366000000000002 -0.036484999999999997 0.11560500000000001 0.081065000000000012 -0.064634999999999984 -0.091604999999999978 0.14330000000000001 0.091085000000000013 -0.14920999999999998 -0.13843999999999998 0.0033150000000000007 0.082410000000000011 -0.0016099999999999997 0.022185000000000003 -0.097644999999999996 -0.094359999999999986 -0.030254999999999994 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 14 7 9 20 -9 15 11 -2 13 -13 -1 16 -7 19 -19 -18 25 -22 24 -24 26 -6 -23 -28 -5 -30
right_child=2 -3 -4 28 5 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 -21 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0049689325317136103 -0.0025692811266829572 -0.00042440467086100187 0.0051428666545285124 0.0046714200560624402 0.0041469859929293305 0.0051594716942180759 -0.002685723137110472 0.0047219572088646675 -0.0038456646165286657 0.0062196782197464599 0.0028300807914302616 0.000411555783297989 -0.0023678782193557076 0.0029309566543137626 0.0019895777610751493 0.0053091047040652491 -0.0025742829655823504 0.0030824681971386206 -0.00055309945062078812 0.0017957329079407551 0.00025923327238370597 0.0054429191421470884 0.0029481589334137146 -0.0006295437272638083 0.0061108936417885893 0.0080504677046767687 4.8312424095692464e-05 0.0036523474972107077 0.0023824583547148899 -0.00031650018196766419
leaf_weight=183 30 34 27 24 64 23 20 27 24 22 52 137 23 59 30 24 23 110 27 23 26 68 289 25 49 22 27 1490 91 48
leaf_count=183 30 34 27 24 64 23 20 27 24 22 52 137 23 59 30 24 23 110 27 23 26 68 289 25 49 22 27 1490 91 48
internal_value=0 0.00334312 0.0011701 0.00338954 0.00348152 0.00338608 0.00233616 0.00352136 0.000690135 0.00273472 0.000813735 0.00039265 0.000798394 0.00116995 0.00454931 0.00240138 0.00206262 0.00167339 0.00236597 -0.000389275 0.00359145 0.00352375 0.00356732 0.00266331 0.00374104 0.00514555 0.00366777 0.0035882 0.0019247 0.00145044
internal_weight=0 2793 328 2759 2596 2383 272 2111 51 252 301 249 219 196 213 230 206 183 137 46 2060 1974 1948 314 1634 86 1585 1517 163 139
internal_count=3121 2793 328 2759 2596 2383 272 2111 51 252 301 249 219 196 213 230 206 183 137 46 2060 1974 1948 314 1634 86 1585 1517 163 139
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 1 48 1 0 0 2 1427 2 43 150 4 4 1 12 1 0 51 484 52 10 3
split_gain=11.5913 2.03228 1.22358 1.02259 0.802761 0.579594 0.46404 0.34793 0.313905 0.285079 0.241083 0.21198 0.212361 0.18781 0.159895 0.158162 0.140068 0.128428 0.12801 0.118208 0.110459 0.117389 0.120197 0.106377 0.129996 0.105059 0.245383 0.0969394 0.0964788 0.0912588
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.14960000000000004 0.13082500000000002 0.077845000000000011 -0.015314999999999997 0.085110000000000005 -0.14723999999999998 -0.10324499999999999 0.17025000000000004 1.0000000180025095e-35 0.14122000000000004 -0.080324999999999994 0.087380000000000013 0.0067750000000000006 -0.015039999999999998 0.093100000000000002 0.092550000000000007 0.076935000000000017 -0.038659999999999993 -0.092264999999999986 0.052175000000000006 0.40674500000000008 -0.38851999999999992 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 11 -6 10 14 -5 -7 12 -1 18 -4 20 29 -11 -13 -15 23 22 -22 24 -12 26 -14 -27 -16 -3
right_child=1 2 8 9 6 7 -8 -9 -10 17 15 13 25 19 28 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00081740593217579695 0.00068049209244711159 0.00037245636102472087 0.00021695484773084475 0.00063406413718431929 0.00061448661192702882 0.00047158328633682402 0.00034995768574586165 0.00040795218703782305 0.00042685561742029297 0.00045352665041865898 0.00066447534837216216 0.00062225093607265437 0.00071212663918747855 0.0006864873584698887 0.00016116273987429159 0.00081309173064850735 0.00021405216018072773 0.00026707315890520225 0.00043237363020250319 0.00056753254863394409 0.00066732689723264396 0.00049098546717507997 0.00059161341779567062 0.00072256215922099473 0.00056104443052358804 0.00071259508122290883 0.00044720928750786122 0.00058081162406161508 -1.2353592890077362e-05 0.00027531506055418183
leaf_weight=68 74 214 119 28 82 32 37 26 22 49 259 43 41 390 28 21 30 20 20 35 146 27 180 89 57 875 20 22 22 45
leaf_count=68 74 214 119 28 82 32 37 26 22 49 259 43 41 390 28 21 30 20 20 35 146 27 180 89 57 875 20 22 22 45
internal_value=0 0.000373935 0.000336063 0.000664492 0.000396698 0.000672632 0.000532238 0.000631226 0.00020654 0.000467197 0.000638384 0.000695523 0.000711524 0.000661881 0.00017786 0.000645235 0.000340887 0.000399482 0.000561972 0.000676691 0.000640585 0.000615232 0.000625522 0.000662683 0.000645819 0.000704008 0.000625268 0.000709363 8.48156e-05 0.000355579
internal_weight=0 673 599 2448 408 2351 119 837 191 97 811 1514 1026 488 169 779 289 69 63 425 758 353 326 405 316 958 61 897 50 259
internal_count=3121 673 599 2448 408 2351 119 837 191 97 811 1514 1026 488 169 779 289 69 63 425 758 353 326 405 316 958 61 897 50 259
is_linear=0
shrinkage=0.00196078


Tree=7300
num_leaves=31
num_cat=0
split_feature=4 2 1375 14 2 0 0 0 3 40 13 2 13 16 15 0 1209 0 15 41 1 43 4 4 475 13 133 133 133 16
split_gain=0.149446 0.0449473 0.0297272 0.0266608 0.0322125 0.0498131 0.026199 0.0701454 0.0473309 0.0406756 0.0337506 0.0327181 0.0291254 0.0361903 0.024297 0.0595464 0.0327596 0.030278 0.0672627 0.0352734 0.0288216 0.0262693 0.0400634 0.029191 0.0268227 0.0252481 0.036572 0.0249475 0.0341309 0.0237784
threshold=0.27287000000000006 0.14285500000000004 -0.27302499999999996 0.076175000000000007 -0.0091949999999999983 -0.07384499999999998 -0.10836499999999999 -0.12333499999999999 -0.0025099999999999996 -0.066419999999999993 -0.11122999999999998 0.13501500000000002 -0.41572999999999993 -0.5048999999999999 1.0000000180025095e-35 -0.14226499999999997 0.091045000000000001 -0.10474999999999998 -0.028889999999999996 1.0000000180025095e-35 0.085110000000000005 -0.081154999999999991 -0.39518999999999993 -0.04890499999999999 0.05680000000000001 0.0076650000000000008 -0.41317499999999996 -0.40071499999999999 -0.14717499999999997 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -8 -2 -10 -12 -11 -14 16 -16 17 18 20 21 -6 29 -23 -24 25 27 -27 -25 -29 -19
right_child=6 -3 3 -5 14 -7 8 -9 10 12 11 -13 13 -15 15 -17 -18 19 -20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00053137877895947428 -0.0025491488282568756 0.0013258088761554728 0.0052281509951821398 0.005309289781206478 0.0046295107731375061 0.00014634358953879845 0.0017945285123820963 0.0077099715226462903 0.0016446353215724232 -0.0010817234448733785 -0.00072154351005641133 -0.0058680089501043165 0.0018449364109983436 0.0064698333001655083 0.0094142531850957313 0.0039066320631459921 -0.00036664925763666952 0.005839758440466968 -0.0019946171250194312 0.00039214391763380267 0.0022281771328791413 0.0048232197003161012 0.00019536614543884186 0.00031618106930347335 -0.00045623329351656143 0.0041154157787905597 -0.0013110031102163099 0.0075108578550102919 0.0035230249621723332 0.0039895685646718594
leaf_weight=31 21 89 28 93 76 62 126 21 25 21 30 21 64 23 20 1062 23 85 30 32 146 139 37 22 20 23 27 23 321 380
leaf_count=31 21 89 28 93 76 62 126 21 25 21 30 21 64 23 20 1062 23 85 30 32 146 139 37 22 20 23 27 23 321 380
internal_value=0 0.00353668 0.0036101 0.00364613 0.00358561 0.00172735 0.00134913 0.00235029 0.000605703 0.00147778 -0.00136524 -0.00284068 0.0022608 0.00306761 0.00365343 0.00400844 0.00337589 0.00343914 0.00244968 0.00366398 0.00305026 0.00376119 0.0033307 0.00289209 0.00312094 0.00329292 0.00118515 0.00358087 0.00378965 0.00432778
internal_weight=0 2769 2680 2649 2556 90 352 150 202 129 76 51 108 87 2466 1082 1384 1361 252 1109 222 1077 612 473 436 416 50 366 344 465
internal_count=3121 2769 2680 2649 2556 90 352 150 202 129 76 51 108 87 2466 1082 1384 1361 252 1109 222 1077 612 473 436 416 50 366 344 465
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=31
num_cat=0
split_feature=4 2 3 96 2 52 14 14 11 43 2 0 0 16 3 457 12 49 3 9 157 4 1212 1211 47 3 2 43 402 13
split_gain=0.121051 0.0388631 0.0300252 0.0245958 0.0258796 0.0220957 0.0374041 0.022602 0.0206731 0.0454498 0.0304255 0.0340046 0.0308166 0.0435337 0.041387 0.0341801 0.0281441 0.0266823 0.0300487 0.0254593 0.024687 0.0328709 0.0246415 0.0341552 0.0232679 0.029827 0.0288359 0.0217901 0.0273408 0.0244465
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.086715000000000014 0.25063000000000007 -0.065544999999999978 -0.10708499999999999 -0.46825999999999995 1.0000000180025095e-35 -0.23714499999999997 -0.0091949999999999983 -0.07384499999999998 -0.10474999999999998 -0.36241499999999999 -0.077774999999999983 0.29113500000000009 0.087695000000000009 -0.028954999999999998 -0.0037349999999999996 -0.08477999999999998 -0.077849999999999989 -0.040589999999999994 0.10654500000000001 0.085965000000000014 0.102035 0.088060000000000013 0.086825000000000013 -0.11720999999999999 -0.092019999999999977 0.0036400000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 -7 -2 10 -10 11 -1 13 -12 -15 17 22 18 -16 -13 21 -18 23 27 25 26 -19 -14 -29 -30
right_child=3 -3 -4 -5 -6 6 -8 -9 9 -11 12 19 16 14 15 -17 20 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0042732902051983946 0.0019429622637107968 -0.00022819922217450135 0.0011005888867657633 -0.0017457065315773853 -0.0017836183309555055 0.0045890960557524989 0.0014749296215907021 -0.0027542564361023587 0.00065085381783288113 0.0049576970850650952 0.0043010496120405159 0.0019216955952539015 0.0057631729524237688 -0.0027630256325937809 0.0012746005715929311 -0.0017996944251492443 -0.0019314645578907359 0.0046226388497206455 0.0059414813166005992 -0.0023877211953871528 0.0032258809709522517 0.0025257766543057727 0.00045658558651450137 0.0079067672170432552 0.0046016011060038137 -0.0020415865294635296 0.00042212204663717951 0.00061752485177878828 0.00392910435457452 0.0011831258033292698
leaf_weight=26 20 33 65 26 23 47 215 21 29 158 80 29 54 20 22 21 21 26 37 26 1152 78 21 21 21 25 44 28 698 34
leaf_count=26 20 33 65 26 23 47 215 21 29 158 80 29 54 20 22 21 21 26 37 26 1152 78 21 21 21 25 44 28 698 34
internal_value=0 0.00318301 0.00322415 0.00121422 0.00145029 0.00169577 0.00203358 -0.00046293 0.00327583 0.00428979 0.0031995 0.00129326 0.00326375 0.00230832 0.00157027 0.00201244 0.00339798 0.0024699 0.00420129 -0.000115483 0.00309566 0.0015803 0.00383981 0.00392489 0.00158928 0.000923393 0.00198231 0.00382217 0.00368425 0.00380156
internal_weight=0 2769 2736 352 326 303 262 41 2671 187 2484 81 2403 296 216 196 2107 175 59 55 1251 99 856 835 116 95 70 814 760 732
internal_count=3121 2769 2736 352 326 303 262 41 2671 187 2484 81 2403 296 216 196 2107 175 59 55 1251 99 856 835 116 95 70 814 760 732
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=31
num_cat=0
split_feature=1 3 4 4 3 2 43 4 12 2 14 2 1 2 52 49 43 0 15 11 3 150 1 133 1 4 1 39 11 159
split_gain=12.998 2.25594 1.08348 1.01815 0.822945 0.748241 0.51151 0.343635 0.340749 0.318988 0.276498 0.298034 0.257685 0.235796 0.230349 0.223526 0.216334 0.168345 0.303726 0.152358 0.148473 0.146167 0.133256 0.157166 0.128662 0.117508 0.102527 0.104688 0.0997514 0.0944362
threshold=0.104035 -0.059315 0.27834500000000006 0.27834500000000006 0.31370500000000007 0.092235000000000025 -0.025214999999999998 -0.16363499999999997 -0.029094999999999999 0.13754500000000003 0.062655000000000016 -0.0050599999999999994 0.12205500000000001 0.11510000000000002 0.048770000000000008 -0.054984999999999992 -1.0000000180025095e-35 -0.11173999999999999 -0.10469999999999999 1.0000000180025095e-35 -0.11171999999999999 0.088690000000000005 0.13075500000000004 -1.0000000180025095e-35 0.13332000000000002 0.0082450000000000006 0.084785000000000013 0.10166000000000001 0.082485000000000017 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 6 10 12 -8 26 19 11 16 -3 21 24 -2 -1 18 -13 20 -10 -9 23 -4 -6 -19 27 -7 -21 -22
right_child=1 4 22 -5 14 8 7 13 9 -11 -12 17 -14 -15 -16 -17 -18 25 -20 28 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000460015654174331 0.00046662979795798369 0.0003508905922896491 0.00027959560477398935 0.00033071401949022331 0.00020473619394213951 0.00066887951126631915 0.00066150994632257468 0.00053300635312117785 0.0005466339728828905 0.00048212740880254086 0.00084397092169406361 0.00079833710027751403 0.0002033304438545603 0.00031917350099348527 0.0002821807535805642 0.00067296565770734809 0.00069751271787852026 0.00072809665597628633 0.00056187480290913411 0.00086878140071749575 0.0006571126423323807 0.00033807150261297501 0.00023964099080782698 0.00048686267256497015 2.5123302634342557e-05 0.00063639634056668988 0.00044541109988150091 0.00049455913674327945 0.0007072597667545068 0.00072943854854286391
leaf_weight=30 24 91 22 30 23 27 21 50 42 37 65 31 91 78 34 127 29 1323 64 21 485 21 24 39 46 56 34 26 49 81
leaf_count=30 24 91 22 30 23 27 21 50 42 37 65 31 91 78 34 127 29 1323 64 21 485 21 24 39 46 56 34 26 49 81
internal_value=0 0.000384929 0.000540491 0.0006897 0.000304242 0.000694187 0.00034935 0.000426689 0.000645317 0.000659415 0.000718714 0.000713403 0.000277111 0.000393593 0.000150085 0.000640171 0.000576751 0.000718873 0.000639036 0.00066909 0.000659116 0.00047535 0.000363413 0.000412111 8.49943e-05 0.000724373 0.000529451 0.000583364 0.000755716 0.000667463
internal_weight=0 691 236 2430 455 2400 352 170 802 715 1598 1533 182 149 103 151 59 1474 95 678 608 71 85 61 69 1379 87 53 70 566
internal_count=3121 691 236 2430 455 2400 352 170 802 715 1598 1533 182 149 103 151 59 1474 95 678 608 71 85 61 69 1379 87 53 70 566
is_linear=0
shrinkage=0.00196078


Tree=7303
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 12 14 4 47 43 13 4 4 3 2 11 0 1 15 12 43 3 43 0 2 11 0 160 2
split_gain=5.82805 0.797763 0.608427 0.374497 0.363282 0.282086 0.281379 0.158763 0.151274 0.13018 0.12594 0.11721 0.13506 0.111356 0.12228 0.100173 0.0970262 0.104158 0.0956068 0.0951442 0.0877535 0.0814677 0.0803744 0.0943928 0.0653013 0.0628715 0.0619427 0.082586 0.111979 0.0516845
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.13657000000000002 0.090285000000000018 0.062655000000000016 0.033845000000000007 0.13082500000000002 -0.073404999999999984 -1.0000000180025095e-35 0.024790000000000003 -0.49405499999999997 0.090900000000000009 0.11474000000000002 1.0000000180025095e-35 -0.12333499999999999 0.081315000000000012 0.040760000000000005 0.13597000000000004 0.084740000000000024 0.095270000000000007 -0.083134999999999987 -0.10474999999999998 0.25063000000000007 0.080455000000000013 -0.062764999999999974 -1.0000000180025095e-35 0.10402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 11 16 10 20 24 18 -3 -13 -12 21 -2 17 -4 -1 -18 26 -15 23 -6 -7 -26 27 -8 -29 -28
right_child=1 5 6 -5 22 9 8 -9 -10 -11 13 12 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.00042475253446239857 0.00045704702463220147 0.00021535561819204137 0.00036038950126727717 0.00025159926428855244 0.0003088783278685658 0.000181538128304623 0.00047878209122159047 0.00058104118070990789 0.00040727455590572559 0.00028014985207958711 0.00052745577638127321 0.0004161875336287486 0.00024889707530445276 0.00048591590241044022 0.00034611182579515027 0.0003072575043389499 0.00050220204884028716 0.00050324872826106894 0.00028646319739374456 0.00063422044082572348 0.00036566657536210362 0.00036657382965533719 0.00036384347758816377 0.00014001647330017067 0.00011340239299515962 -9.338061993091212e-06 0.00061039168407572787 0.00028669734193267774 0.00045073302611069497 0.00049442596849224544
leaf_weight=37 94 169 20 75 35 38 601 26 171 21 49 28 55 91 56 21 41 1037 40 43 29 29 39 20 68 21 22 20 80 45
leaf_count=37 94 169 20 75 35 38 601 26 171 21 49 28 55 91 56 21 41 1037 40 43 29 29 39 20 68 21 22 20 80 45
internal_value=0 0.000254779 0.000471183 0.000359394 0.00040322 0.000205086 0.000484782 0.000434018 0.000460193 0.000137141 0.000421361 0.000244991 0.000305332 0.000444785 0.000421768 0.000429694 0.000505643 0.000500546 0.000352914 0.000569783 0.000471547 0.000457075 0.000295755 0.000247474 0.000113494 8.44412e-05 0.000475545 0.000470101 0.000417926 0.000532504
internal_weight=0 590 2531 190 422 400 2109 328 968 148 302 252 83 225 176 115 1141 1057 77 84 797 120 94 55 127 89 768 701 100 67
internal_count=3121 590 2531 190 422 400 2109 328 968 148 302 252 83 225 176 115 1141 1057 77 84 797 120 94 55 127 89 768 701 100 67
is_linear=0
shrinkage=0.00196078


Tree=7304
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 2 1 4 14 52 1 1429 52 13 457 12 1 1 0 1 47 131 49 0 159
split_gain=11.0401 1.963 1.17184 0.915874 0.581166 0.5668 0.4244 0.35023 0.344311 0.237894 0.232634 0.22824 0.193867 0.190464 0.128614 0.127112 0.148956 0.10853 0.102044 0.0999962 0.0893141 0.0864857 0.106487 0.0959256 0.0854757 0.0837718 0.079115 0.0762375 0.105229 0.07457
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.091265000000000013 0.13082500000000002 0.11474000000000002 0.14838000000000004 0.077845000000000011 0.27834500000000006 0.062655000000000016 -0.56176499999999996 0.080270000000000022 0.084690000000000015 0.31359500000000001 -1.0000000180025095e-35 0.083570000000000019 0.096475000000000019 1.0000000180025095e-35 0.089770000000000016 -0.038659999999999993 0.16175000000000003 0.090100000000000013 0.09055500000000001 0.082865000000000008 -0.10474999999999998 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 25 6 7 13 10 20 12 -5 -4 15 -9 17 27 29 -14 21 -6 23 -23 -16 -12 -3 -2 28 -17 -1
right_child=1 2 8 11 9 -7 -8 14 -10 -11 24 -13 18 -15 19 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073760468619432011 0.0007020826338531318 0.00033484681051688616 0.00036654385289561231 0.00060523762850283908 0.00066657992554645907 0.0004421004521800509 0.00038637192621030273 0.00073701452975179639 0.00040919007172671829 0.00036143274137786791 0.0001589026260710284 0.00039443748179721766 0.00017715338546230329 0.0007838171543311952 0.00062375037384878684 0.00056211711667108197 0.00049027680367921974 0.00057251368196307669 0.00031495312023867322 0.0005110345161145884 0.00052967617164882425 0.00076046052232184769 0.00062390582953463132 0.00053324570574489482 1.4454868981261659e-05 0.00044293625305370224 0.00056258792226964783 0.0007737581475692636 0.00065987998814976453 0.00068371372612546809
leaf_weight=113 54 199 41 28 28 48 22 38 37 26 63 67 88 62 555 47 22 31 27 31 53 38 52 49 21 32 22 20 426 781
leaf_count=113 54 199 41 28 28 48 22 38 37 26 63 67 88 62 555 47 22 31 27 31 53 38 52 49 21 32 22 20 426 781
internal_value=0 0.000364411 0.000327673 0.000645292 0.000405156 0.00065297 0.000657396 0.000660028 0.000233126 0.00052462 0.000205983 0.000456568 0.000250779 0.000677406 0.000625819 0.000672825 0.000648135 0.00068657 0.000209506 0.000619991 0.000577001 0.000624857 0.000681562 0.000616408 0.000122791 0.00034982 0.000661703 0.00065518 0.000650166 0.000690525
internal_weight=0 691 615 2430 338 2335 2287 2265 277 107 240 95 156 1502 763 1440 515 925 115 725 81 694 90 604 84 231 76 493 473 894
internal_count=3121 691 615 2430 338 2335 2287 2265 277 107 240 95 156 1502 763 1440 515 925 115 725 81 694 90 604 84 231 76 493 473 894
is_linear=0
shrinkage=0.00196078


Tree=7305
num_leaves=31
num_cat=0
split_feature=4 3 9 2 39 400 160 0 15 1 0 43 49 41 3 51 4 131 16 48 14 133 402 128 376 39 133 401 4 159
split_gain=0.199506 0.0592468 0.0470918 0.0349807 0.0416549 0.0382678 0.0310698 0.0295849 0.0306828 0.0273303 0.0374635 0.0341807 0.0276043 0.0267611 0.0331011 0.0342553 0.0291829 0.0260244 0.0257632 0.0435013 0.0341081 0.0243263 0.0368507 0.0348956 0.0250116 0.0312901 0.0359369 0.0532954 0.0295561 0.0254339
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.092120000000000021 0.098220000000000016 -0.070649999999999991 0.079055000000000014 -0.22491999999999998 -0.13843999999999998 0.13075500000000004 0.024095000000000002 0.084740000000000024 -0.046019999999999998 0.083975000000000008 -0.14186499999999996 -0.047599999999999996 -0.49405499999999997 0.096070000000000016 -0.42170999999999997 0.12118000000000002 -0.46413499999999996 -0.071719999999999992 0.2506000000000001 0.11170500000000001 0.081970000000000015 0.0046100000000000004 -0.023589999999999996 0.087895000000000015 -0.51253999999999988 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 21 5 -5 -1 -7 -9 11 17 12 -2 14 15 -10 -17 -11 19 -14 -20 -4 23 24 25 26 27 -23 -28 -30
right_child=9 -3 3 4 -6 7 -8 8 13 10 -12 -13 18 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00084682563761377639 -0.00043678557784813981 0.0014666336477384904 0.0053867451603312345 0.00046332929753056123 0.00098254228068981328 0.001016050127910948 0.0042765173118095847 0.0070036917256239136 0.0039486184843117366 0.00074631551967807184 -0.002758899482432753 0.0063981392642017453 0.004701329416926265 0.0011490484908351611 0.0039786575561691533 0.010008838523824054 0.0054984232027891272 0.0045352379833771429 0.0029822860290456953 -0.00054028567392379052 -0.0023857176781166348 -0.00059632616757880901 0.00039206972472708335 0.00047441540241596248 0.0011600417517391699 0.0083781520878388124 0.0084108078541855029 0.0054364055136425634 0.004729253022567847 0.0025459433433882494
leaf_weight=29 36 75 350 29 47 29 20 39 50 103 26 20 76 29 662 26 32 22 29 20 20 32 22 21 21 22 21 27 1130 56
leaf_count=29 36 75 350 29 47 29 20 39 50 103 26 20 76 29 662 26 32 22 29 20 20 32 22 21 21 22 21 27 1130 56
internal_value=0 0.00423893 0.00431611 0.00437301 0.00388444 0.00403666 0.00124433 0.00415619 0.00426485 0.00171142 0.000694797 0.00247515 0.00204167 0.00413117 0.00424348 0.00586676 0.00752033 0.00141317 0.00265702 0.00360933 0.000791264 0.0046437 0.00445135 0.0045185 0.00458337 0.00463919 0.00457422 0.00216442 0.00469201 0.00462616
internal_weight=0 2769 2694 2645 943 896 49 867 838 352 151 201 181 799 770 108 58 125 145 96 49 1702 1352 1330 1309 1288 1266 59 1207 1186
internal_count=3121 2769 2694 2645 943 896 49 867 838 352 151 201 181 799 770 108 58 125 145 96 49 1702 1352 1330 1309 1288 1266 59 1207 1186
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 43 4 4 14 49 4 1 0 2 12 2 2 2 1 150 160 48 2 3 47 0 43 0
split_gain=16.4294 1.91999 1.71914 1.04466 0.890058 0.85258 0.624615 0.504873 0.481494 0.378972 0.339441 0.324917 0.307562 0.300457 0.277644 0.274163 0.227578 0.208983 0.173865 0.169495 0.16507 0.150336 0.159331 0.168977 0.144549 0.114438 0.110563 0.110102 0.109652 0.108064
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.31534000000000006 0.092550000000000007 -0.025214999999999998 -0.17966999999999997 0.053180000000000012 0.076175000000000007 -0.017229999999999999 -0.029144999999999997 0.10124500000000002 -0.23194499999999998 0.11177500000000001 -0.42850999999999995 0.13093500000000002 0.15950500000000004 0.089005000000000015 0.12205500000000001 0.091105000000000005 -0.078564999999999982 0.084170000000000009 0.11389000000000002 -0.096544999999999978 0.090280000000000013 -0.081894999999999982 -0.0064299999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 11 7 10 20 -5 17 19 -2 -9 21 -1 -14 -7 29 -18 -4 27 22 -10 -24 -16 -11 -13 -3 -6 -8
right_child=1 5 6 8 28 16 9 12 13 25 -12 26 15 -15 24 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086930732835422862 0.00035850289960354424 0.000183457881333976 0.0007268579468498016 0.00069306119970133752 0.00021262668925367927 0.00018846594265476912 0.00080150707971815972 0.00057060717867460267 0.00038589401923669596 0.00041444879509143387 0.00088321276267071182 0.00071558159856903111 0.00047794587653411408 0.0003425098040636367 0.00065640757571377463 0.0002702082687909033 7.1542257034149363e-05 0.00047156053357848933 -0.00015413422360818443 0.0006762211617019504 0.00014664064929060576 0.0003532252032077355 0.00068425239616201497 0.00048573396352335655 0.00048299266432388492 0.00057627952153282286 0.00057647763845848458 0.00033977410151649464 0.00036566582952741707 0.00066982010020878409
leaf_weight=22 21 30 973 31 30 35 25 23 21 20 47 35 33 85 154 94 35 20 21 344 88 22 32 34 21 105 59 41 45 575
leaf_count=22 21 30 973 31 30 35 25 23 21 20 47 35 33 85 154 94 35 20 21 344 88 22 32 34 21 105 59 41 45 575
internal_value=0 0.000308335 0.000671678 0.000557437 0.000470631 0.000231245 0.000694537 0.000280371 0.000466151 0.000648878 0.000719475 0.00057901 0.000361972 0.000429892 0.000661697 0.000324187 6.44337e-05 0.000668735 -1.30864e-05 0.000713632 0.000203389 0.000498034 0.000534653 0.000581985 0.000635598 0.000550387 0.000628272 0.000273725 0.00030445 0.000675307
internal_weight=0 590 2531 422 190 400 2109 309 225 745 1364 115 150 194 197 127 91 620 56 1317 159 109 87 66 175 125 94 71 75 600
internal_count=3121 590 2531 422 190 400 2109 309 225 745 1364 115 150 194 197 127 91 620 56 1317 159 109 87 66 175 125 94 71 75 600
is_linear=0
shrinkage=0.00196078


Tree=7307
num_leaves=31
num_cat=0
split_feature=1 2 52 3 3 3 160 150 2 11 10 11 3 12 43 34 2 15 4 51 16 16 1424 157 158 51 3 4 1446 159
split_gain=0.214188 0.0677267 0.0344627 0.0412101 0.0880693 0.0437755 0.0390215 0.0345385 0.0619062 0.031694 0.0373287 0.0372591 0.0301487 0.0425269 0.027788 0.0269648 0.0298161 0.0236267 0.0233067 0.0226625 0.0402629 0.0217099 0.0205064 0.0204954 0.0201978 0.0229731 0.036667 0.0240606 0.0548637 0.032586
threshold=0.12000500000000001 0.10045500000000002 -0.45478499999999994 -0.096099999999999977 -0.13927999999999999 -0.075359999999999996 -0.40698999999999991 0.082565000000000013 0.11548000000000001 0.080455000000000013 -1.0000000180025095e-35 0.085155000000000022 0.31370500000000007 -0.42850999999999995 -0.079584999999999975 -0.038779999999999995 0.11510000000000002 -0.040804999999999994 -0.04890499999999999 -0.085989999999999997 0.51222500000000004 0.40020000000000006 1.0000000180025095e-35 0.42235000000000006 0.080150000000000013 -0.090529999999999985 -0.08867499999999999 -0.082249999999999976 0.084075000000000025 -0.085179999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 21 4 7 17 -7 8 -4 10 14 -11 15 -14 -1 -2 -17 -5 -18 20 -8 -3 24 -23 25 26 -12 28 29 -27
right_child=12 2 3 5 -6 6 19 -9 -10 11 22 -13 13 -15 -16 16 18 -19 -20 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0005371810884389561 -0.00044280910356478263 0.0021676444577599838 0.0078480299673974515 0.0042634396766568867 -0.004327431130646305 0.0068928398119169291 -0.0015839413871678214 -0.0006082135858014227 0.00087862830394162578 0.0095207872584329133 -0.00075036737252958123 0.0047885130312884366 0.0028637707180357267 -0.0016197524305815543 0.0047871485967189075 0.0041522894555600948 0.0047549269117769747 0.0074841851365122503 0.0011193783599777486 0.0030648320978200415 0.0040483159256506371 0.0062477166132469267 0.0077932838862761859 0.002685745672788471 0.0054936095586449931 0.0092151394537226729 0.0038980052137568624 0.0043333924342193455 0.00023019774151699886 0.0052566899479207724
leaf_weight=40 33 23 25 69 22 24 30 20 26 28 20 41 34 56 25 80 21 34 110 292 22 84 20 20 213 22 112 1174 21 380
leaf_count=40 33 23 25 69 22 24 30 20 26 28 20 41 34 56 25 80 21 34 110 292 22 84 20 20 213 22 112 1174 21 380
internal_value=0 0.00431818 0.00345962 0.0031245 0.00120083 0.00350434 0.0029943 0.00291381 0.004295 0.00460122 0.00452948 0.00670886 0.00163838 7.4023e-05 0.00217178 0.00221539 0.00263113 0.0053266 0.00170218 0.00272231 0.000798937 0.00494787 0.00460759 0.00556272 0.00457478 0.00446159 0.00319371 0.00456638 0.00521302 0.00547332
internal_weight=0 2787 691 564 93 471 368 71 51 2096 2027 69 334 90 65 244 211 103 131 344 52 127 1962 104 1942 1729 132 1597 423 402
internal_count=3121 2787 691 564 93 471 368 71 51 2096 2027 69 334 90 65 244 211 103 131 344 52 127 1962 104 1942 1729 132 1597 423 402
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 2 457 1 1 50 3 43 3 4 3 12 159 2 1 16 16 42 15
split_gain=7.26294 0.932646 0.708726 0.533726 0.430194 0.382796 0.371104 0.237024 0.223957 0.31741 0.2079 0.193029 0.145063 0.112227 0.264905 0.0938663 0.0898049 0.0866056 0.085398 0.103605 0.088101 0.0834087 0.0754159 0.0739605 0.0956551 0.0700835 0.0697776 0.140049 0.109859 0.06867
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.089885000000000007 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.076175000000000007 0.11704500000000001 0.080930000000000016 0.088975000000000012 0.085110000000000005 0.041865000000000006 -0.14186499999999996 -0.078654999999999989 0.30112000000000005 0.024790000000000003 -0.10831999999999999 0.082480000000000012 0.0089800000000000019 0.10774000000000002 0.12958500000000003 0.0073350000000000004 0.083160000000000026 0.086555000000000007 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 12 8 7 11 -3 25 -4 15 -2 17 -15 26 29 -9 -11 20 -20 -19 -17 -23 -25 -10 -1 -28 -29 -7
right_child=1 5 10 -5 -6 16 -8 13 9 18 -12 -13 -14 14 -16 22 -18 21 19 -21 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00056191785560517926 0.00049745712510018897 0.00017468280342164793 0.00049312252319292217 0.00031410329571411762 0.00027462469237351335 0.00011992833145499387 0.00034472986642451221 0.00056460067248348433 0.00052595995610056352 0.00015371342080718983 0.00030903106171723503 0.00065963055341529072 0.0003137271902432629 0.00053410488239896616 0.00026164073655850239 0.00046347789692427162 0.00022221550316441064 0.00040842672198207355 0.00042618621688555265 0.00019892932180607436 0.00028050310925235449 0.00050205874257152488 0.00053236023703265669 0.00058687726131329107 0.00045168522666707119 0.00036377711185053287 0.00036819254425013979 0.00060292597137764903 0.0004282699673272231 -1.2922271878313338e-05
leaf_weight=792 95 89 34 45 75 52 41 113 21 27 77 58 20 34 23 72 23 32 20 48 79 604 404 89 26 20 22 45 20 21
leaf_count=792 95 89 34 45 75 52 41 113 21 27 77 58 20 34 23 72 23 32 20 48 79 604 404 89 26 20 22 45 20 21
internal_value=0 0.000277043 0.000518623 0.00052565 0.000390157 0.000223314 0.000529658 0.000532907 0.000257401 0.000291642 0.000365419 0.00054886 0.000465504 0.000508432 0.000424163 0.000544118 0.000115374 0.000513992 0.000255071 0.000273688 0.000309934 0.000506377 0.000521941 0.000510736 0.000556312 0.000446846 0.000556128 0.000503417 0.000549186 8.1711e-05
internal_weight=0 590 2531 2420 190 400 2375 2334 304 215 111 1413 115 921 57 1355 96 864 174 147 99 751 476 719 115 41 879 87 65 73
internal_count=3121 590 2531 2420 190 400 2375 2334 304 215 111 1413 115 921 57 1355 96 864 174 147 99 751 476 719 115 41 879 87 65 73
is_linear=0
shrinkage=0.00196078


Tree=7309
num_leaves=31
num_cat=0
split_feature=1 2 52 1 130 16 106 1 0 3 123 4 12 160 12 0 14 16 12 14 0 14 41 47 4 4 4 16 3 2
split_gain=0.2052 0.0639689 0.0315777 0.034293 0.0352736 0.0344437 0.0286828 0.0284331 0.028646 0.0281833 0.0269578 0.0263725 0.0267527 0.0263021 0.0262243 0.0368301 0.0258029 0.0257646 0.0252751 0.0303059 0.0403627 0.0233737 0.0342881 0.0228649 0.0229784 0.0227366 0.0663341 0.0362826 0.0347615 0.0245627
threshold=0.12000500000000001 0.10045500000000002 -0.45478499999999994 0.081315000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085655000000000009 0.14860500000000001 -0.010949999999999998 -0.096099999999999977 0.11679000000000002 -0.031404999999999995 -0.12529499999999996 -0.26568499999999995 0.097325000000000009 -0.088774999999999979 0.076975000000000002 -0.25582999999999995 0.11586 -0.41790499999999997 -0.019414999999999998 -1.0000000180025095e-35 0.088180000000000008 0.09717000000000002 0.41257000000000005 -0.35136499999999998 -0.14098499999999997 0.25084500000000004 0.090900000000000009 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 13 16 10 17 -7 11 -2 -13 -4 15 -15 21 -9 19 -14 23 -1 25 24 -21 27 -27 -23 -28 -30
right_child=7 2 3 4 -6 9 -8 8 -10 -11 -12 12 18 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0076135631717382541 0.0049148013456336535 0.0048536630293173812 0.0078997324544774466 -0.0017697347153443844 0.0026013651915309313 -0.00075653947978502234 0.0014686878070157643 -0.0012368009891361 -0.0031522127312862062 0.0032442399048579675 -0.0011652047300468322 0.0046910501686075051 0.0040280534719516125 0.0038218453881869972 0.0031393385987364868 0.0087062634921704352 0.0063326014208687862 0.0035009653523350916 0.0046757409777703953 -0.0022171234250820885 -0.0037295134365558629 0.0079419409676726605 0.0010607688703799043 0.0033056237351368461 0.0015021685136320153 -0.00037929283488275753 0.0045917793478585439 0.0038058879062239283 -0.00086146621266379962 0.0040352539469798408
leaf_weight=24 36 127 23 20 240 21 30 22 22 109 23 31 28 38 87 26 81 24 22 26 20 48 29 34 46 28 1777 38 20 21
leaf_count=24 36 127 23 20 240 21 30 22 22 109 23 31 28 38 87 26 81 24 22 26 20 48 29 34 46 28 1777 38 20 21
internal_value=0 0.00426347 0.00342908 0.00310829 0.00226513 0.00382942 0.00453855 0.0016405 -0.00018434 0.00259796 0.002107 0.00241672 0.00198227 0.00474948 0.00426964 0.00580614 0.00458313 0.00123508 0.00150515 0.00105221 0.000390917 0.00451174 0.00447378 0.00116836 0.000159091 0.00452501 0.00445097 0.00611438 0.00452536 0.00164661
internal_weight=0 2787 691 564 260 304 2096 334 68 130 266 243 207 174 151 64 2066 46 176 154 126 1985 1961 106 72 1932 1846 86 1818 41
internal_count=3121 2787 691 564 260 304 2096 334 68 130 266 243 207 174 151 64 2066 46 176 154 126 1985 1961 106 72 1932 1846 86 1818 41
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=31
num_cat=0
split_feature=4 2 15 15 0 1 3 4 16 3 13 3 2 2 0 12 13 1446 3 96 1454 1447 3 481 158 15 43 13 50 50
split_gain=0.166857 0.0554599 0.0310775 0.0318542 0.0386723 0.0391029 0.0643127 0.0343961 0.0452211 0.0307174 0.0301831 0.0271684 0.0270993 0.0255567 0.0314168 0.0310408 0.0303027 0.0294859 0.027835 0.0243013 0.0238782 0.0284918 0.0493908 0.0347078 0.0376043 0.0259494 0.0238661 0.0236261 0.0303908 0.0389069
threshold=0.27287000000000006 0.14285500000000004 0.083195000000000005 -0.14601999999999996 -0.12333499999999999 0.083345000000000016 -0.022174999999999997 -0.011559999999999999 -0.014754999999999999 -0.15447499999999995 0.054800000000000008 -0.090164999999999981 0.25063000000000007 -0.0091949999999999983 -0.07384499999999998 0.092550000000000007 0.25761500000000009 0.10250500000000001 -0.014944999999999998 0.086715000000000014 0.087930000000000008 -0.085684999999999997 -0.085784999999999986 -0.085804999999999979 0.10254000000000001 0.084050000000000014 -0.11008499999999999 -0.088464999999999988 0.10672000000000002 0.094920000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 5 -5 -7 -8 -9 -4 20 -12 19 14 -6 16 27 -17 -16 -2 21 22 -11 -23 25 -25 -1 -15 29 -29
right_child=12 -3 9 4 13 6 7 8 -10 10 11 -13 -14 15 18 17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.008166048081503027 0.0020183183834816001 0.0013893473490528513 0.0075540511363089606 0.0050105466065594019 0.0050424238084815446 -0.0032898473543658234 0.0055978064564092518 0.0029022246157789297 -0.0016659424752898276 0.010496064973995091 0.0038067148915453724 0.00048037623023815658 -0.0017099568697934349 0.0030024366089367732 0.0026471980986763921 0.0033083901247209727 0.0008365175507676144 -0.00062998960820550567 -0.0017764683854766192 -0.001225527100265026 0.0013904329715296627 0.001484597092255568 0.0036375765378276505 0.0067843787134816841 0.008524174802005291 0.0042865743522500117 0.0045288335498355542 0.0046008977310605078 0.0030764359480488805 0.0076167606943078892
leaf_weight=21 303 89 29 39 24 24 26 72 31 21 73 37 24 117 33 384 26 20 25 25 25 39 21 44 23 760 128 476 115 47
leaf_count=21 303 89 29 39 24 24 26 72 31 21 73 37 24 117 33 384 26 20 25 25 25 39 21 44 23 760 128 476 115 47
internal_value=0 0.00384519 0.00392675 0.0036487 0.00350647 0.00218393 0.00146342 0.00234774 0.00152734 0.00434381 0.00425455 0.00268786 0.00153373 0.00370689 0.00199956 0.00382503 0.00419314 0.00311342 0.000740445 0.00177107 0.00443926 0.00452321 0.00706682 0.00439984 0.00453732 0.00442327 0.00504146 0.00430873 0.00454828 0.00487192
internal_weight=0 2769 2680 1608 1459 192 153 129 103 1072 1043 110 352 1267 82 1185 781 404 58 328 933 908 42 866 827 804 149 755 638 523
internal_count=3121 2769 2680 1608 1459 192 153 129 103 1072 1043 110 352 1267 82 1185 781 404 58 328 933 908 42 866 827 804 149 755 638 523
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 15 2 2 1 11 13 1375 1 4 15 4 0 49 15 160 4 15 16 124 2 50 1 43
split_gain=14.0722 2.46785 1.20561 1.02103 0.767174 0.668263 0.618872 0.477293 0.438599 0.475986 0.380191 0.368102 0.256889 0.279814 0.223964 0.219862 0.20394 0.201281 0.192784 0.192528 0.187767 0.35136 0.154313 0.141211 0.134133 0.118766 0.114596 0.108179 0.0994274 0.0977422
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 0.024640000000000006 -1.0000000180025095e-35 0.10613000000000002 0.077845000000000011 1.0000000180025095e-35 -0.077799999999999994 -0.062154999999999995 0.15799000000000005 -0.062539999999999984 -0.12563999999999997 -0.27825499999999997 -0.057069999999999989 -0.054984999999999992 -0.0063699999999999989 -0.069549999999999987 -0.013125 0.087685000000000013 -0.095094999999999985 -0.081214999999999982 0.12992500000000004 0.041865000000000006 0.095695000000000016 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 8 6 7 12 25 -10 -4 23 18 -14 27 -11 -15 -18 -1 -2 22 -22 -19 24 -9 -3 -5 -6 -24 -12
right_child=1 4 10 26 14 -7 -8 11 9 15 29 -13 13 16 -16 -17 17 20 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074622865539381391 0.00049820389163514431 0.00031558613559562904 0.0006951762201572332 0.00043777631246059236 0.00018075865755691063 0.00049655160853742729 0.0004170870307979046 0.00067438512071736449 0.00056548805849203267 0.00054004592704794195 0.00047142167254036164 0.00090504299729743745 0.00046226199253158453 0.00077299686344218035 2.8850338795822607e-05 0.00033114283519149543 0.00074572567799718935 0.00073407494963384143 0.00058193647197527681 0.00069390847286554471 0.00038606313124201652 0.00069955507142036239 0.00065623581871542783 0.00073683653681571248 0.00079738486953877231 0.00017765229409288545 0.00027937488842244242 0.00034223981280504011 0.00052831174291636607 0.00030876104345581691
leaf_weight=517 23 48 28 59 58 48 24 38 54 22 49 66 22 91 31 162 113 100 29 121 27 28 230 661 331 48 25 22 26 20
leaf_count=517 23 48 28 59 58 48 24 38 54 22 49 66 22 91 31 162 113 100 29 121 27 28 230 661 331 48 25 22 26 20
internal_value=0 0.000396553 0.000716696 0.000562433 0.000311563 0.000725535 0.000730307 0.000733606 0.000358497 0.000403624 0.000502472 0.000763087 0.000706293 0.000679542 0.000170339 0.00035612 0.000687315 0.000672435 0.000737503 0.00066265 0.000652285 0.000545659 0.000668758 0.00075399 0.000784718 0.000246619 0.000390633 0.000225166 0.000643244 0.000424274
internal_weight=0 673 2448 228 445 2351 2303 2279 334 238 97 1096 1183 637 111 184 615 524 546 144 411 55 356 1030 369 96 84 80 256 69
internal_count=3121 673 2448 228 445 2351 2303 2279 334 238 97 1096 1183 637 111 184 615 524 546 144 411 55 356 1030 369 96 84 80 256 69
is_linear=0
shrinkage=0.00196078


Tree=7312
num_leaves=31
num_cat=0
split_feature=1 2 40 13 48 400 12 3 12 151 16 11 2 11 130 4 34 2 123 401 43 48 402 1210 1213 4 16 16 49 16
split_gain=0.180996 0.0511346 0.0290028 0.0315311 0.0323821 0.0294457 0.033464 0.0276791 0.0361759 0.0272735 0.0270884 0.0255399 0.0318407 0.0311785 0.0235834 0.0309452 0.0237782 0.0281705 0.0229007 0.0208426 0.0233172 0.0204476 0.0192605 0.02211 0.0196911 0.0227211 0.0186909 0.018248 0.0228549 0.0211159
threshold=0.12000500000000001 0.10045500000000002 0.051255000000000002 -0.23438999999999996 0.13438000000000003 -0.070649999999999991 -0.083994999999999986 0.31370500000000007 -0.42850999999999995 -0.098364999999999994 -0.52595999999999987 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 -0.0060099999999999989 -0.031404999999999995 -0.021334999999999996 0.13501500000000002 0.084995000000000015 0.083100000000000021 0.0051600000000000005 0.10990500000000002 0.09277500000000001 -0.0091799999999999989 -0.097649999999999987 -0.077834999999999988 -0.11676499999999999 -0.080509999999999984 0.097360000000000016 0.40020000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 -5 18 14 -9 -8 -11 12 -1 -13 -2 -16 -17 -18 -7 -14 22 27 23 -21 -24 -26 -10 28 -12 -29
right_child=7 2 -4 4 -6 6 9 8 26 10 21 13 19 -15 15 16 17 -19 -20 20 -22 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0022964153866804038 -0.00047825105608470986 0.0008773861004459484 -0.00048925338953267786 -7.5147093739360584e-05 -0.00029690913146450409 0.0038048972723059241 0.007398256394662895 0.0026199950151802862 9.9866270002993676e-06 0.0013052891079698586 0.0060575403140958502 0.0087194989668205377 0.0041590866641402404 0.0043905656875633612 0.0054507783458878599 -0.00040046189096756282 0.0036751104513479565 0.00087880756434999773 0.00016356479235326288 0.0043146336767822509 0.0020467768911094893 0.0072025193699768609 0.0062873554118770235 0.0079223623021257572 0.001809070641962428 0.0055216160435520578 -0.0037035514990313221 0.0029139574300275405 0.002319654024073056 0.0044996207880526901
leaf_weight=85 31 47 20 20 21 31 24 34 33 36 74 28 1730 41 30 34 88 61 39 25 21 21 47 53 34 32 23 178 21 159
leaf_count=85 31 47 20 20 21 31 24 34 33 36 74 28 1730 41 30 34 88 61 39 25 21 21 47 53 34 32 23 178 21 159
internal_value=0 0.00400931 0.0032633 0.00337515 0.00356328 0.00369772 0.00382715 0.00154589 4.69745e-05 0.00410701 0.00394548 0.00425525 0.00419085 0.00614723 0.00209877 0.00247382 0.0019858 0.00253032 0.00177615 0.00427377 0.00520962 0.00415529 0.00555737 0.00676604 0.00472306 0.00360909 -0.00151522 0.00400716 0.00523127 0.00366209
internal_weight=0 2787 691 671 624 603 583 334 90 513 489 2096 2027 69 244 213 183 149 70 1942 212 453 191 78 113 66 56 432 95 337
internal_count=3121 2787 691 671 624 603 583 334 90 513 489 2096 2027 69 244 213 183 149 70 1942 212 453 191 78 113 66 56 432 95 337
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=31
num_cat=0
split_feature=4 2 15 15 43 4 43 4 2 457 0 4 157 2 15 133 15 4 48 47 3 3 3 15 3 149 49 16 52 49
split_gain=0.148279 0.045697 0.0303209 0.0284692 0.0332872 0.0363478 0.0471475 0.0366036 0.0375315 0.0349315 0.0371298 0.0323788 0.0448115 0.0355181 0.0282035 0.0289377 0.0277107 0.137318 0.0269091 0.0264333 0.0258151 0.0253986 0.0252308 0.0250068 0.0243456 0.0242963 0.0270375 0.0231755 0.022476 0.0220591
threshold=0.27287000000000006 0.13622000000000004 0.083195000000000005 -0.14712999999999996 -0.52440999999999993 -0.46376499999999993 -0.072269999999999987 -0.15764999999999998 -0.055814999999999997 0.29113500000000009 -0.15599999999999997 -0.0065699999999999986 0.065625000000000003 0.094095000000000012 -0.03241999999999999 0.017095000000000003 -1.0000000180025095e-35 -0.082249999999999976 0.094275000000000012 0.11596500000000001 0.63141500000000017 -0.071799999999999989 -0.012939999999999998 -0.098289999999999975 -0.15447499999999995 0.07770500000000001 -0.046979999999999987 -0.087484999999999993 0.090645000000000017 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 28 7 -7 -9 10 -8 12 16 19 18 -16 21 27 -3 22 25 -12 29 -24 -4 26 -2 -18 -6 -13
right_child=20 14 24 4 5 6 9 8 -10 -11 11 13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0048144463285764993 -0.0011021746861699382 0.0061796528240665796 0.0069729844710372142 -0.00075522985309362412 0.0042167766754013991 -0.00055854686535894871 0.0052381149226372751 -0.00049807820585556328 0.0038925701289254351 -0.0013893520090040631 3.1023377883493117e-05 0.0026540703053826529 0.0050097588575086921 0.0016804176318491329 -0.0022085597406008412 0.0023378434605287371 0.0045837219560053198 -0.0079121299146208916 0.0017230348697575256 0.00097972567988714818 -0.0020512580033391716 0.0037647306174039847 0.0041043215215904637 0.0090451142307193515 0.0040352931382536504 0.0045232896624064003 0.0017487508096554636 1.6674650600180033e-05 0.0072956164849215539 0.0064040364542355139
leaf_weight=135 38 20 29 20 130 20 48 20 733 23 38 62 26 116 28 28 20 20 42 24 20 35 20 21 1036 27 267 25 29 21
leaf_count=135 38 20 29 20 130 20 48 20 733 23 38 62 26 116 28 28 20 20 42 24 20 35 20 21 1036 27 267 25 29 21
internal_value=0 0.00361687 0.00370258 0.00342544 0.00329621 0.00335284 0.00317465 0.00366381 0.00377595 0.0024169 0.00260082 0.00230505 0.00120151 0.00299058 0.00169136 6.46419e-05 0.000484008 -0.00101771 0.00316065 0.00401746 0.00143789 0.00182116 0.00460541 0.00663497 0.00411529 0.00164808 0.00139355 0.00204647 0.00477833 0.00360286
internal_weight=0 2769 2651 1586 1451 1431 1272 773 753 499 476 428 164 264 118 56 138 65 62 148 352 73 124 41 1065 332 305 45 159 83
internal_count=3121 2769 2651 1586 1451 1431 1272 773 753 499 476 428 164 264 118 56 138 65 62 148 352 73 124 41 1065 332 305 45 159 83
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=31
num_cat=0
split_feature=1 1 150 15 9 44 14 0 4 11 0 148 12 48 52 4 3 3 4 48 48 1 157 157 1374 48 16 483 1456 48
split_gain=0.12431 0.0345916 0.0401439 0.0394443 0.0378415 0.0333537 0.0325254 0.0306783 0.0288905 0.028746 0.0287445 0.0276031 0.0269544 0.0256743 0.0383302 0.0274069 0.0490463 0.0314512 0.0270191 0.0239476 0.027054 0.0239386 0.0232216 0.0237516 0.0233346 0.023038 0.0229238 0.0210034 0.0206563 0.0244087
threshold=0.12000500000000001 0.085760000000000017 1.0000000180025095e-35 -0.094329999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.10224499999999999 0.0049200000000000008 0.082485000000000017 -0.14649999999999996 -1.0000000180025095e-35 0.087995000000000004 0.090720000000000009 0.13140000000000004 -0.49405499999999997 0.013900000000000001 -0.10023499999999998 -0.14098499999999997 0.088965000000000002 0.086425000000000016 0.16773500000000005 0.10891500000000003 1.0000000180025095e-35 0.086000000000000007 0.084855000000000014 -0.016164999999999995 0.098395000000000024 -0.081149999999999986 0.097690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 6 7 8 25 10 26 -5 -13 15 -15 17 18 -12 -17 20 22 27 23 24 -20 -6 -1 -2 -9 -30
right_child=21 2 3 11 5 -7 -8 28 -10 -11 13 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0044454112745678197 0.0012257302797813916 -0.00077929845526038364 -0.0010651594387706032 0.00013195689028614889 -0.0027411972831363198 0.0072834420404979039 0.0066889728754758841 0.0061914234169914081 0.0027794024433242161 -7.4869124695066031e-05 0.0089519842341542252 0.0022074614357287911 0.0055049808717740241 0.0030324775392364246 -0.00081686847515811685 0.00057690543732766449 -0.00070431501263994037 0.0040060690811110867 0.0036188924356183256 0.0070962621073704215 0.00035129571112338452 -0.0019021515278955519 0.0014630835721934842 0.0062820758166102072 0.0068334023045558169 0.001738865450412656 0.0083169310912489889 0.0045758769800886513 0.0030687694517958415 0.0066262321337126201
leaf_weight=65 291 24 44 46 22 20 25 24 75 22 20 110 32 135 32 29 27 36 1244 20 25 23 46 36 23 24 20 20 541 20
leaf_count=65 291 24 44 46 22 20 25 24 75 22 20 110 32 135 32 29 27 36 1244 20 25 23 46 36 23 24 20 20 541 20
internal_value=0 0.00325248 0.00278409 0.0016301 0.00312954 0.00325446 0.00314423 0.0030187 0.00156927 0.00351747 0.00356242 0.00226091 0.00295056 0.00347128 0.00229488 0.00360173 0.0035179 0.00577247 0.00359801 0.00366086 0.00361085 0.00121094 0.00367126 0.00374921 0.00367725 -0.000403773 0.00535636 0.00144117 0.0033185 0.0031956
internal_weight=0 2787 1007 232 775 751 731 706 121 1780 1758 188 142 1673 167 1506 1450 56 1423 1394 1374 334 1349 1303 1267 46 85 311 585 561
internal_count=3121 2787 1007 232 775 751 731 706 121 1780 1758 188 142 1673 167 1506 1450 56 1423 1394 1374 334 1349 1303 1267 46 85 311 585 561
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=31
num_cat=0
split_feature=4 2 3 1 16 483 49 1455 1456 1456 52 1456 52 159 52 157 1429 151 13 4 49 4 39 43 13 403 16 16 0 3
split_gain=0.101949 0.037962 0.0292196 0.0260961 0.0223704 0.0262727 0.0236218 0.0240026 0.0343342 0.0330083 0.0398234 0.0323929 0.0273296 0.0282371 0.0526868 0.027018 0.0475319 0.0371431 0.0360021 0.0327843 0.0307213 0.0241588 0.0239316 0.023782 0.0233842 0.0275197 0.0844724 0.0335513 0.0249105 0.0253976
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.08592000000000001 -0.071359999999999993 0.085510000000000017 -0.23803499999999997 -0.23681499999999997 -0.14739999999999998 -0.085589999999999986 0.5140450000000002 -0.24089499999999997 -0.56176499999999996 -0.085489999999999997 0.2800700000000001 -0.087424999999999989 -0.015219999999999999 -0.091874999999999984 -0.086254999999999984 -0.012509999999999999 0.0093850000000000027 -0.073104999999999989 -0.0091949999999999983 -0.067199999999999996 0.0036400000000000004 -0.53101999999999994 -0.082404999999999992 -0.079109999999999986 -0.082284999999999983 -0.087319999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 24 -6 -8 11 -10 12 -9 -11 21 15 16 -15 18 -17 -20 -18 -14 -19 -23 25 26 -1 -28 -26 -30
right_child=3 -3 -4 -5 6 -7 7 8 9 10 -12 -13 13 14 -16 17 20 22 19 -21 -22 23 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.0037380392890467885 0.0040182447355861474 -0.00042879094200378115 0.00085504986763269364 0.00094403644468214623 0.0057703440937285242 0.0052903955506939278 0.0051463343473733408 0.0026198380295682001 0.0056138582361223276 0.0047283081360739859 -0.00093980095402609258 -0.0030716394193586894 0.0062562030371710936 0.0040378845575226785 -0.0015244461916154252 0.008282216303632595 0.0009309976478107274 0.0059381295274943116 0.0061024234082330681 0.002227257092513877 -0.0040359096265456173 0.0042189224817302104 0.002439920840273922 0.00094941420247778301 0.0034942504670751476 0.0036175466656443835 0.0068605048933975581 0.0013320028113768152 8.9195406357960223e-05 0.0035744026285829027
leaf_weight=21 30 33 63 347 26 67 40 20 39 66 30 20 35 30 32 20 33 20 34 61 20 73 881 32 83 822 21 23 69 30
leaf_count=21 30 33 63 347 26 67 40 20 39 66 30 20 35 30 32 20 33 20 34 61 20 73 881 32 83 822 21 23 69 30
internal_value=0 0.00294245 0.00298349 0.00118867 0.00303413 0.00336945 0.00278219 0.00272991 0.00266306 0.00274525 0.00266341 -0.000225901 0.00274426 0.00264124 0.0024754 0.00259187 0.000857124 0.00273358 0.00442599 0.00361416 -0.000943307 0.00398093 0.00251757 0.0032225 0.00324906 0.00346091 0.00148012 0.00397061 0.00221653 0.00114532
internal_weight=0 2744 2711 377 2648 1136 1512 1486 1446 1406 1367 40 1337 1271 1131 1099 83 1016 115 95 53 140 901 105 1069 887 65 44 182 99
internal_count=3121 2744 2711 377 2648 1136 1512 1486 1446 1406 1367 40 1337 1271 1131 1099 83 1016 115 95 53 140 901 105 1069 887 65 44 182 99
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=31
num_cat=0
split_feature=1 2 11 48 11 400 40 13 454 1454 40 10 2 12 1 10 123 401 402 15 160 13 401 4 43 2 12 12 43 402
split_gain=0.0841213 0.0254629 0.0227058 0.0254701 0.028965 0.0215515 0.0210478 0.0217824 0.0226861 0.0232247 0.0225144 0.0203882 0.0270818 0.0289709 0.0428238 0.0257002 0.0256342 0.0199828 0.0274055 0.0197502 0.0196336 0.0193521 0.0184389 0.0193491 0.0186145 0.0183959 0.0521619 0.0306357 0.0258525 0.0300374
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.081805000000000017 0.085155000000000022 -0.07520499999999998 0.051255000000000002 -0.23438999999999996 -0.037229999999999992 0.091445000000000012 -0.084709999999999994 1.0000000180025095e-35 0.11510000000000002 -0.42850999999999995 0.15799000000000005 -1.0000000180025095e-35 0.11679000000000002 1.0000000180025095e-35 0.097825000000000009 -0.073184999999999986 -0.080409999999999995 1.0000000180025095e-35 0.083100000000000021 0.27044500000000005 0.0051600000000000005 0.084055000000000005 0.08598500000000002 0.09364500000000002 -0.0065949999999999993 0.09277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 -4 -3 7 -7 -9 10 -10 12 15 -14 16 -2 -15 20 -19 -17 21 -12 23 -1 25 26 -24 28 29 -27
right_child=11 5 3 -5 -6 6 -8 8 9 -11 17 -13 13 14 -16 19 -18 18 -20 -21 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0026871395471896199 0.0004478728687955123 -0.0011239541298709809 0.0060607307865707715 0.0076020236138720073 0.0011726154855245519 0.00023178863661125939 -0.00098808961105532954 -0.00068540339019488206 -0.00057462127413600685 -0.00039581375382840639 0.0057324741699514873 -0.0010221149637881252 0.004212233929429203 0.0012815306907947134 -0.004161055497825146 0.0064875974615279126 -0.0023320957765226133 -0.0019318144576391206 0.0029148799219651019 0.0026224674245056054 0.0027811034722936452 0.0020185151230543855 0.0095474650571122782 -9.9998226182328333e-06 0.00080663701851985288 0.00351750947907567 0.0035217867632323474 0.0066576229874044657 0.0042227206265346871 -0.0012124683045589462
leaf_weight=1788 33 20 22 20 27 47 20 22 20 25 47 45 20 134 20 20 23 20 28 39 422 20 20 27 21 25 51 21 45 29
leaf_count=1788 33 20 22 20 27 47 20 22 20 25 47 45 20 134 20 20 23 20 28 39 422 20 20 27 21 25 51 21 45 29
internal_value=0 0.00263727 0.00281082 0.00459474 0.00336728 0.00211084 0.00220726 0.00230542 0.00246678 0.00258594 0.00271977 0.000957854 0.00126615 0.000604622 0.000196982 0.0026827 0.000752146 0.00284246 0.000895424 0.00393268 0.00303358 0.00462383 0.0027501 0.00264702 0.00363259 0.00394329 0.00521916 0.00318841 0.00245251 0.000977336
internal_weight=0 2787 2096 69 49 691 671 651 604 582 557 334 289 197 177 92 157 537 48 59 489 67 2027 1815 212 191 71 120 99 54
internal_count=3121 2787 2096 69 49 691 671 651 604 582 557 334 289 197 177 92 157 537 48 59 489 67 2027 1815 212 191 71 120 99 54
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=31
num_cat=0
split_feature=1 1 1186 393 1375 51 51 11 42 16 43 4 4 34 159 160 159 52 3 4 4 49 48 11 51 16 52 159 1212 160
split_gain=0.0681382 0.0230252 0.031052 0.0321828 0.0264672 0.0295906 0.0254406 0.0233885 0.0221748 0.0272465 0.025369 0.0420477 0.0324993 0.024996 0.0225595 0.0391301 0.0317328 0.021308 0.0269436 0.0521011 0.0658026 0.0340154 0.0220121 0.0211266 0.0316262 0.0199667 0.025012 0.0239936 0.0369692 0.0687778
threshold=0.12000500000000001 0.08592000000000001 0.060550000000000007 0.092975000000000016 -0.27302499999999996 -0.17684999999999998 0.10681500000000001 0.082485000000000017 -0.092459999999999987 -0.076669999999999988 -0.085154999999999995 -0.080924999999999983 -0.0070899999999999991 -0.084769999999999984 0.11836500000000001 -0.52439499999999983 0.10407500000000001 -0.56176499999999996 -0.080734999999999987 -0.081114999999999979 -0.077519999999999992 -0.012034999999999999 0.092680000000000026 0.077290000000000011 0.080335000000000018 -0.072804999999999981 0.5140450000000002 -0.085489999999999997 0.087685000000000013 -0.014214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 8 23 9 -7 11 -10 -13 -12 15 -15 17 -17 19 -19 -21 -22 -20 25 -25 -1 27 -27 -29 -30
right_child=-2 2 -4 -5 5 6 -8 -9 10 -11 13 12 -14 14 -16 16 -18 18 22 20 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0029355707774937341 0.00086206871582618491 -0.0014241360921666705 -0.0011790590430609882 0.0060573885712074116 0.0042722779508792509 0.0062509359652873787 0.0038426825831321858 -0.00065166854976930408 -0.0038254498326707452 0.0014344024957846041 0.0051874283574182885 0.0032771799737881671 -0.00094631970161572108 0.0057492885775864127 -0.0013158032696557475 0.0039516134400452889 0.0052728775869278861 0.0029657141030941794 0.0022246758038345906 -0.0058841801913721223 -0.0028766603097319602 0.0014125211188130238 0.0001010298967794997 0.0077231019386090338 0.0022286857203157109 0.0037666991539411429 -0.00093197316115644453 0.0023604195140761331 -0.0045276556477841477 0.0022202862828139174
leaf_weight=812 334 22 30 20 58 24 65 22 21 23 22 38 35 25 23 35 24 53 308 21 25 71 58 20 22 104 24 715 23 44
leaf_count=812 334 22 30 20 58 24 65 22 21 23 22 38 35 25 23 35 24 53 308 21 25 71 58 20 22 104 24 715 23 44
internal_value=0 0.00237354 0.00198961 0.00208751 0.00200402 0.0020852 0.00193956 0.00258873 0.00178609 0.00389391 0.00165556 0.000117843 0.00125221 0.00187293 0.00175952 0.00187361 0.00171076 0.00156104 0.00140494 0.000364633 -0.000813635 0.000295547 0.00188814 0.00262914 0.00484507 0.00257509 0.00225343 0.00233972 0.00214994 -9.61714e-05
internal_weight=0 2787 1001 971 951 929 871 1786 806 47 759 94 73 665 643 620 595 571 536 170 117 96 366 1764 42 1722 910 886 782 67
internal_count=3121 2787 1001 971 951 929 871 1786 806 47 759 94 73 665 643 620 595 571 536 170 117 96 366 1764 42 1722 910 886 782 67
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 4 2 4 0 49 150 4 1 131 12 4 3 1 0 150 3 1 47 15 131
split_gain=18.8261 3.25197 2.05404 1.69248 1.201 0.868759 0.634284 0.583822 0.467903 0.461553 0.415176 0.412422 0.483001 0.402623 0.449102 0.328835 0.318646 0.291446 0.252539 0.188854 0.21613 0.310588 0.176835 0.148622 0.132701 0.126769 0.123898 0.116747 0.113421 0.113396
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 0.092845000000000025 0.40473500000000007 0.14285500000000004 0.40945500000000007 -0.10474999999999998 0.082865000000000008 1.0000000180025095e-35 0.0082450000000000006 0.085345000000000018 0.086835000000000009 0.08815000000000002 -0.52556499999999995 -0.13927999999999999 0.15799000000000005 -0.14454499999999995 0.089910000000000018 -0.017889999999999996 0.097525000000000014 0.090100000000000013 -0.47006499999999996 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 27 6 13 -4 15 -5 -6 12 -9 14 17 26 19 23 22 20 -15 -22 -13 -1 -19 -14 -7 -3 -27 -2
right_child=1 2 7 9 10 8 -8 11 -10 -11 -12 18 25 16 -16 -17 -18 24 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0009263057362576938 0.00089772915115066414 0.00041332618151988424 0.00056169194086464641 0.00074382629630486037 0.000771540513242091 0.00077606902444594863 0.0010259680089361172 0.00047892542660650777 0.00055220946379271865 0.00046537462089308142 0.00049956124122764098 0.00016385270831604287 0.0003421655198374196 0.0010795995885250615 0.00094332604756282561 0.0005682479490755301 0.00074689916360015727 0.00066994763714462227 0.0003453036321164399 0.00084042073344992539 0.00064279524719013884 0.00088453837510811171 -4.1657793020195394e-05 0.00071874348962099196 0.00048303283538227897 0.00026219633689988708 0.00087085552696211665 0.00053967485515333256 9.5802532952130157e-05 0.00073544502258300777
leaf_weight=21 49 190 26 37 71 309 79 49 39 60 31 60 31 21 36 27 98 40 22 780 21 757 22 36 23 36 64 33 28 25
leaf_count=21 49 190 26 37 71 309 79 49 39 60 31 60 31 21 36 27 98 40 22 780 21 757 22 36 23 36 64 33 28 25
internal_value=0 0.000455116 0.000407209 0.000825408 0.000512637 0.000835881 0.000853942 0.000282158 0.000757219 0.000571588 0.00068888 0.000252852 0.000320806 0.000846527 0.000751247 0.000777207 0.000855391 0.000693624 0.000158763 0.000862124 0.000883311 0.000878013 0.000108716 0.000795214 0.000601709 0.000239249 0.000792333 0.000432024 0.000189399 0.000842903
internal_weight=0 673 599 2448 325 2351 1912 274 439 97 102 248 144 1833 156 400 1677 120 104 1579 799 778 82 57 63 95 373 223 64 74
internal_count=3121 673 599 2448 325 2351 1912 274 439 97 102 248 144 1833 156 400 1677 120 104 1579 799 778 82 57 63 95 373 223 64 74
is_linear=0
shrinkage=0.00196078


Tree=7319
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 43 2 2 14 1 49 1 48 4 12 2 11 3 4 1 11 1 43 12 15 43 159 150
split_gain=9.22676 1.65243 0.731481 0.681982 0.526765 0.477322 0.363647 0.355068 0.27038 0.200291 0.188849 0.173302 0.152735 0.146844 0.144243 0.114918 0.112984 0.187679 0.110484 0.154891 0.115386 0.144683 0.0988048 0.0966196 0.0937519 0.0883259 0.083946 0.0764069 0.0757089 0.0726475
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.13501500000000002 0.40124500000000002 -0.025214999999999998 0.089885000000000007 0.11448000000000001 0.062655000000000016 0.077845000000000011 -0.054984999999999992 0.12205500000000001 0.10142000000000002 0.36766000000000004 -0.42850999999999995 0.15950500000000004 1.0000000180025095e-35 -0.11171999999999999 -0.0073899999999999999 0.086920000000000011 0.095165000000000013 0.085110000000000005 -0.080324999999999994 0.095780000000000018 0.024640000000000006 -0.016814999999999997 0.0089800000000000019 0.082565000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 8 13 10 15 23 -4 -2 -3 -11 -9 -6 -18 19 27 28 25 26 -1 -13 -22 -20 -10 -21 -5
right_child=1 4 11 29 16 -7 -8 9 18 14 -12 24 -14 -15 -16 -17 17 -19 22 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066046384671104223 0.00043471016510622377 0.00032770851538558644 0.00058600918001153559 0.00032663263244138955 0.0002615834207010536 0.00043613068254214098 0.00039358995147232038 0.00053255303631139189 0.00058032887589697752 0.00028115189768179179 0.00076176617956906305 0.00044928480829654481 0.00060902060525833818 0.00021569284768630621 0.0004410070136206648 0.0003580835833102047 0.00019571242108861681 -2.4479908188854789e-05 0.00066496308416434246 0.00062118496353333514 0.00062048994469557643 0.00044175838071116853 0.00055738635215104801 0.00062535839570908454 0.00028997908332659042 0.00055143294597516195 0.00081679595123026886 0.00043240990678630541 0.00070049117449870869 0.000462018995746678
leaf_weight=878 23 89 28 64 35 48 24 47 25 60 59 49 121 91 34 21 46 22 42 365 187 26 20 459 20 115 21 29 53 20
leaf_count=878 23 89 28 64 35 48 24 47 25 60 59 49 121 91 34 21 46 22 42 365 187 26 20 459 20 115 21 29 53 20
internal_value=0 0.000363539 0.00062277 0.000499275 0.000293993 0.000629655 0.000633689 0.000331015 0.000636217 0.000397612 0.000653203 0.000455905 0.000581179 0.000271078 0.000338972 0.000478673 0.000171064 0.000124474 0.000609363 0.000602298 0.000609639 0.00058211 0.000677457 0.000648412 0.000403109 0.000594193 0.000715574 0.000500891 0.000631241 0.000358867
internal_weight=0 673 2448 228 445 2351 2303 342 2279 162 1396 97 144 180 94 68 103 68 883 800 746 328 83 1337 69 302 63 54 418 84
internal_count=3121 673 2448 228 445 2351 2303 342 2279 162 1396 97 144 180 94 68 103 68 883 800 746 328 83 1337 69 302 63 54 418 84
is_linear=0
shrinkage=0.00196078


Tree=7320
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 96 132 48 0 43 2 43 3 159 159 483 4 2 13 2 399 1211 16 1447 1374 475 3 133 159 402
split_gain=0.122379 0.0516911 0.040507 0.0346604 0.0385652 0.0331633 0.0312733 0.0262666 0.0238124 0.0254607 0.0540185 0.0321855 0.0254028 0.0238699 0.0368701 0.027831 0.0498636 0.029956 0.0316518 0.0313062 0.0295909 0.0342254 0.0329152 0.0271017 0.0293341 0.024765 0.0231449 0.027786 0.0270678 0.0218273
threshold=0.096325000000000008 -0.15764999999999998 0.13754500000000003 -0.079929999999999987 -0.39840999999999999 0.087655000000000025 -1.0000000180025095e-35 -0.081134999999999999 -0.074479999999999977 -0.084004999999999982 0.08734500000000002 -0.095589999999999994 0.092670000000000016 0.11389500000000001 0.082105000000000025 -0.08155999999999998 -0.0083799999999999986 0.086950000000000013 0.061215000000000012 0.087245000000000003 0.091255000000000017 0.077345000000000011 -0.082039999999999988 -0.086849999999999997 0.086765000000000023 -0.085359999999999978 -0.028564999999999997 0.091250000000000012 0.10382000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 5 4 -4 6 -3 -8 12 10 -10 -12 13 14 15 16 -1 18 29 -19 21 23 -23 -21 25 -25 -9 28 -28 -17
right_child=1 2 3 -5 -6 -7 7 26 9 -11 11 -13 -14 -15 -16 17 -18 19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0039036521735117558 0.0039175957267998315 -0.00062344986014068132 0.0050455265608616174 -0.0027124047538475884 0.00019573006302580124 -0.0013752904989255163 0.0056262784879654651 0.0030122677343242393 -0.0029999986823116033 0.0032770230717267292 0.0035126845339982539 -0.0007319482893723509 0.0012764839238529517 0.0016984536708741075 0.0051698486559291794 0.0052216942650245204 0.0097791033983230594 -0.00024846556396888837 0.0011768859369345967 0.0061634969735599081 0.0061813251325680369 0.008563764788032998 0.0028953010392433498 -0.0001612237023161442 0.0059314207433579635 0.0026733550931273076 0.0015573406177580881 -0.0017289420208809051 0.0045161927830324406 0.0038281265873535489
leaf_weight=52 131 35 20 31 91 26 25 247 21 372 80 23 44 57 171 140 20 28 39 23 31 21 20 33 26 467 219 22 36 570
leaf_count=52 131 35 20 31 91 26 25 247 21 372 80 23 44 57 171 140 20 28 39 23 31 21 20 33 26 467 219 22 36 570
internal_value=0 0.00208443 0.00176509 0.000243925 0.00106957 0.0021192 0.00227478 0.00245955 0.00347467 0.00286337 0.00162242 0.00256485 0.00364873 0.0037102 0.00378008 0.00361841 0.00553572 0.00351966 0.00395056 0.00302238 0.00316986 0.00301163 0.00579866 0.00280349 0.00265657 0.00248627 0.00230846 0.00168088 0.00197506 0.00410291
internal_weight=0 883 752 142 111 610 584 549 2238 496 124 103 1742 1698 1641 1470 72 1398 749 649 621 590 41 549 526 500 524 277 255 710
internal_count=3121 883 752 142 111 610 584 549 2238 496 124 103 1742 1698 1641 1470 72 1398 749 649 621 590 41 549 526 500 524 277 255 710
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 3 12 3 4 0 48 40 0 106 44 48 392 1 160 160 483 1454 15 15 1 11 483 1456 48 51
split_gain=0.102273 0.0388022 0.0298959 0.0242206 0.0322324 0.026125 0.0291679 0.0282266 0.0265064 0.0331512 0.0274707 0.0208751 0.022645 0.0203551 0.0256674 0.0243619 0.0196668 0.0171839 0.0171417 0.0166191 0.0216326 0.0278254 0.0179041 0.0248758 0.033694 0.0259492 0.0259534 0.0451773 0.0273628 0.0652677
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10620500000000001 0.42240500000000009 -0.10022999999999999 -0.13309499999999996 0.41257000000000005 -0.10151999999999999 0.11280000000000003 -1.0000000180025095e-35 -0.074479999999999977 0.085655000000000009 1.0000000180025095e-35 0.14505500000000002 0.091685000000000003 0.11181500000000001 -0.014214999999999998 0.62940000000000007 -0.095084999999999989 0.083800000000000013 -0.11713499999999999 -0.094329999999999983 0.10089500000000001 0.10334500000000001 -0.069964999999999986 -0.081149999999999986 0.093015000000000014 0.11794000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 -5 6 -2 17 -9 10 -10 12 -11 14 15 16 19 -8 -16 20 21 -1 -22 24 -24 26 27 -25 -28 -30
right_child=3 -3 -4 4 -6 -7 7 8 9 11 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 22 -23 23 25 -26 -27 28 -29 29 -31
leaf_value=0.0054652739121688922 0.0045949230369712627 -0.00042295704593980747 0.00087395269776664904 0.0036789122161579842 -0.00012739992962451652 -0.0024938042447699804 0.00069231501984177166 -0.0029529821533987371 0.0040402426552544864 -0.0022560738329775632 -0.00058210870483890178 -0.0031143266640496084 0.0020598708118702617 0.00053069418701793874 0.0035518682608380913 -0.00024420833638445896 0.0060087741514586891 0.0038568433562948092 0.0076921194104943432 0.00020012388093164195 0.0041200495141596382 0.001495479966979474 0.0023887377086578422 0.0034471819518200521 -0.0016079445360228418 -0.0005273560271598399 0.0032375721072396635 -0.0026885925703460261 0.00034556626465119837 0.0058006600926405402
leaf_weight=76 21 33 63 73 32 23 32 26 36 20 20 26 31 31 20 22 23 37 20 20 143 23 135 28 25 20 1922 21 90 29
leaf_count=76 21 33 63 73 32 23 32 26 36 20 20 26 31 31 20 22 23 37 20 20 143 23 135 28 25 20 1922 21 90 29
internal_value=0 0.00298539 0.00302688 0.00122883 0.00251889 0.000730824 0.00102868 0.000700212 -3.27607e-05 0.00053811 0.0023894 -0.000808285 0.000367344 0.0030781 0.00310828 0.00306926 0.00309779 0.00238924 0.00562199 0.00307135 0.00309421 0.004543 0.00303477 0.0029664 0.00176426 0.00305756 0.00309186 0.000817564 0.00314646 0.00167496
internal_weight=0 2744 2711 377 105 272 249 228 159 133 56 77 51 2648 2617 2577 2555 69 40 2532 2512 99 2413 2270 160 2110 2090 49 2041 119
internal_count=3121 2744 2711 377 105 272 249 228 159 133 56 77 51 2648 2617 2577 2555 69 40 2532 2512 99 2413 2270 160 2110 2090 49 2041 119
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=31
num_cat=0
split_feature=4 2 3 2 484 52 156 147 1 121 12 45 40 4 457 124 124 11 13 124 0 47 47 1211 402 133 402 42 4 1186
split_gain=0.0828409 0.0314298 0.0242157 0.0216133 0.0185529 0.028762 0.0197093 0.0201712 0.0261547 0.0181094 0.0225582 0.0232175 0.0215149 0.0413812 0.0182096 0.0180251 0.0213689 0.0167784 0.0166065 0.016476 0.0160254 0.0157226 0.0330079 0.0239692 0.0159767 0.0271109 0.0257335 0.0324105 0.0248363 0.0287268
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.096675000000000011 0.039215000000000007 0.11582500000000001 0.096620000000000011 0.10374500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084355000000000013 -0.0036699999999999992 -0.0070899999999999991 0.26807500000000006 -1.0000000180025095e-35 0.08919500000000001 0.084110000000000004 -0.42195999999999995 -0.0037749999999999993 -0.23091999999999999 0.094825000000000007 0.088915000000000008 -0.43000499999999992 0.08865000000000002 0.11269500000000002 0.083170000000000008 -0.042239999999999993 -0.082249999999999976 0.0044650000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 8 -2 -1 12 14 15 -14 20 -11 -17 -10 -4 -7 -12 22 23 -22 26 -26 28 -28 -25 -30
right_child=3 -3 18 -5 -6 19 -8 -9 17 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0057680089550558485 -0.0026765272568445653 -0.0003806613235748514 0.0021926039613188349 -0.0017978910744811099 -0.0013808052055537701 0.0010400115419179202 0.0039846023332211194 0.0031297487858682875 0.00030045322533069405 0.0016655069031176789 0.005208997431743358 0.0056001649061605957 -0.0035523994837421929 0.0027325250758704813 0.00026561053153792663 0.0062134315302087503 0.0018540815922872 0.0027752832961542642 -0.0010881713161965038 0.0041450884227675422 -0.00054284959055838136 0.0019546457267661027 0.0053228210418536847 0.0033748679999024036 0.0040322085811866021 0.00054033980146050455 0.0027474182237011311 -0.0026070982613600794 0.0026275435322635661 -0.0011935831757728011
leaf_weight=20 25 33 36 24 24 25 20 30 141 131 28 30 20 22 28 22 23 34 27 54 21 200 54 548 201 25 26 20 1209 20
leaf_count=20 25 33 36 24 24 25 20 30 141 131 28 30 20 22 28 22 23 34 27 54 21 200 54 548 201 25 26 20 1209 20
internal_value=0 0.00268685 0.00272419 0.00110594 0.00130337 0.00149918 0.000973579 0.000711751 0.000349052 0.00277029 0.00274748 0.0028356 0.00177334 -0.000260296 0.00280075 0.00225864 0.00398532 0.000781277 0.000786557 0.00316247 0.00283093 0.00280228 0.00288209 0.00281842 0.00285287 0.00364594 0.00275455 0.000419368 0.002815 0.00256536
internal_weight=0 2744 2711 377 353 329 250 230 200 2648 2628 2410 218 42 2380 176 45 175 63 79 2352 2324 2124 2070 2049 226 1823 46 1777 1229
internal_count=3121 2744 2711 377 353 329 250 230 200 2648 2628 2410 218 42 2380 176 45 175 63 79 2352 2324 2124 2070 2049 226 1823 46 1777 1229
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=31
num_cat=0
split_feature=3 96 4 13 2 160 151 151 10 48 132 3 13 13 3 42 0 157 484 50 1451 1451 13 160 49 13 157 157 13 13
split_gain=0.0690179 0.0419877 0.0342575 0.0470019 0.0356075 0.0277258 0.0294947 0.0344628 0.025577 0.0254903 0.0231859 0.0250966 0.0208283 0.0316356 0.0391642 0.0269749 0.0269603 0.0235281 0.0192263 0.0180239 0.0169354 0.0212999 0.017238 0.0264064 0.0361177 0.032626 0.0320828 0.0425493 0.0530593 0.0360072
threshold=0.31299000000000005 0.087655000000000025 0.024790000000000003 -0.15714499999999998 0.11474000000000002 -0.43215499999999996 0.095500000000000015 0.043560000000000008 -1.0000000180025095e-35 0.13765500000000006 0.10613500000000002 0.42240500000000009 -0.085384999999999975 0.054800000000000008 -0.094874999999999987 0.11603500000000001 -0.062764999999999974 0.09401000000000001 -0.079429999999999987 -0.23848499999999997 0.089825000000000002 0.081365000000000007 -0.083764999999999992 -0.089549999999999991 -0.090734999999999982 -0.084419999999999981 -0.087424999999999989 -0.081634999999999985 -0.085964999999999986 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 -4 -5 7 8 -7 12 11 -2 18 14 -14 17 -15 -16 -10 -1 21 22 23 -21 -25 26 -26 28 -28 -29
right_child=10 -3 3 5 -6 6 -8 -9 9 -11 -12 -13 13 16 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.0052354205138981343 3.9962459792548871e-05 -0.0017407395597547294 0.0072871008798336759 0.0051212530857550785 0.0020014443658292291 -0.001131031765426333 -0.0019385206606239082 0.005280137913844859 0.0032687038485337758 -0.0016752477573311849 0.0025376386080796904 -0.0038828751670994931 0.0058551494632997827 0.0020216734893620017 0.0027063553178887216 -0.00057531457736551982 -0.0017235459067632217 -0.00085447991936234754 -7.804562189081249e-05 0.0042515922255402178 0.0052962272279811181 -0.00066166785767390619 0.00236732632810179 0.0066960648345273169 -0.0012704469859600069 0.0053818062746099071 0.0091555279213935137 -0.0013044079643240649 0.0018713457090780141 0.0023783882517830297
leaf_weight=25 73 25 26 21 25 37 25 24 21 23 26 21 31 40 257 33 37 20 94 131 22 21 1599 21 25 35 20 29 20 314
leaf_count=25 73 25 26 21 25 37 25 24 21 23 26 21 31 40 257 33 37 20 94 131 22 21 1599 21 25 35 20 29 20 314
internal_value=0 0.00234033 0.00237462 0.00177073 0.00469609 0.0015457 0.00142874 0.00156518 0.00141483 0.00158424 -0.000105371 -0.000836416 0.0017249 0.00205278 0.00246618 0.00212728 0.000222023 0.00244926 0.0005331 0.00256524 0.00253539 0.00250797 0.00253831 0.00299782 0.00264384 0.00245175 0.0022004 0.00242695 0.00551344 0.00206701
internal_weight=0 3001 2976 714 51 663 642 617 593 556 120 94 533 418 341 310 77 277 115 2262 2237 2215 2194 595 464 443 408 383 40 343
internal_count=3121 3001 2976 714 51 663 642 617 593 556 120 94 533 418 341 310 77 277 115 2262 2237 2215 2194 595 464 443 408 383 40 343
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 47 1 2 4 2 4 0 15 11 3 1 0 15 52 150 2 13 15 4 16 16 16
split_gain=25.2477 4.26968 2.70123 1.89411 1.36848 1.17645 1.11163 0.840921 0.818698 0.735972 0.59267 0.574405 0.554145 0.434712 0.277557 0.270767 0.199372 0.315979 0.171817 0.183206 0.167792 0.161425 0.170722 0.156303 0.146606 0.140469 0.137891 0.135405 0.130084 0.286208
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.40473500000000007 0.14753000000000002 0.40945500000000007 -0.23001499999999997 -0.086849999999999997 1.0000000180025095e-35 -0.116045 0.085345000000000018 -0.098289999999999975 0.024640000000000006 -0.024714999999999997 0.11740500000000002 0.11474000000000002 -1.0000000180025095e-35 -0.41942499999999994 0.0052350000000000009 -0.12029499999999999 0.013515000000000001 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 20 6 7 10 12 15 18 -6 13 -4 -12 -1 17 -16 28 -20 21 -3 23 -23 -15 -14 -19 -28 -5 -30
right_child=1 2 8 5 11 -7 -8 -9 -10 -11 14 -13 25 24 16 -17 -18 26 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00099815316254796543 0.00097511064711000898 0.00044121165830082477 0.00053262785940353036 0.0010268296363900944 0.00087983963599455183 0.00050169155567738363 0.00064226031603482133 0.0011750513459252159 0.00061042460809877829 0.00059303303393907353 0.00073660988905670775 0.00056190582005228142 0.00027542396126983815 0.00026147347061187263 0.00076407853513956066 0.00076511358652515081 0.0010501993156081034 0.00096153173797294974 0.00085296280178888688 0.00098495651023653851 0.0006880814706285794 0.00067689935576539469 0.00039411325260014032 0.00051566860450778318 0.00043020367553544712 0.000112034961831907 0.0009607664799136784 0.00085986030065960555 0.00074757271255849122 0.0010103868525331388
leaf_weight=36 76 97 44 791 74 20 37 86 37 67 26 31 32 83 40 41 61 484 45 398 20 41 22 53 26 55 87 124 21 66
leaf_count=36 76 97 44 791 74 20 37 86 37 67 26 31 32 83 40 41 61 484 45 398 20 41 22 53 26 55 87 124 21 66
internal_value=0 0.000536661 0.000482479 0.000961423 0.000600119 0.000975163 0.000979342 0.000984937 0.000338933 0.000743308 0.000977308 0.000785973 0.000297078 0.000368126 0.000935971 0.000874067 0.000942482 0.000933543 0.00100303 0.000971549 0.000516365 0.000500241 0.000549602 0.000585993 0.000301721 0.000172132 0.000943296 0.000901466 0.00101891 0.000946949
internal_weight=0 691 615 2430 338 2286 2266 2229 277 144 2143 105 240 153 822 77 796 735 1321 443 233 213 116 94 109 87 695 211 878 87
internal_count=3121 691 615 2430 338 2286 2266 2229 277 144 2143 105 240 153 822 77 796 735 1321 443 233 213 116 94 109 87 695 211 878 87
is_linear=0
shrinkage=0.00196078


Tree=7325
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 4 0 1 150 12 4 150 11 13 0 0 15 3 47 1 4 401 49
split_gain=28.9573 4.80146 2.77298 2.59589 1.62219 1.45745 0.89549 0.800706 0.708987 0.621907 0.618746 0.546304 0.498682 0.432203 0.547983 0.392354 0.358124 0.348641 0.243943 0.22229 0.188693 0.18165 0.176079 0.187707 0.175905 0.151746 0.168707 0.129443 0.126422 0.12528
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.14285500000000004 0.40945500000000007 -0.10607499999999999 0.085345000000000018 1.0000000180025095e-35 0.09141500000000001 -0.52556499999999995 0.089910000000000018 1.0000000180025095e-35 0.061215000000000012 -0.060129999999999996 -0.15202999999999997 -0.03241999999999999 -0.017889999999999996 0.090100000000000013 0.11669000000000002 -0.036839999999999991 0.080190000000000011 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 25 6 13 11 -6 15 -5 12 -4 14 22 19 17 -15 -16 -7 -19 -18 -1 -24 -14 26 -3 -2 -22 -12
right_child=1 2 7 10 8 9 -8 -9 -10 -11 29 -13 24 16 18 -17 21 20 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096408227063200964 0.00085727507635658859 0.00031072008264955344 0.00034028076007452615 0.00068732695793679297 0.0007066309768927752 0.00072708211649407176 0.0010345803291159149 0.00040736449656808256 0.00034711364376681305 0.000493042371570577 0.00043986246651500432 -2.5790504558757743e-05 0.00020630260299042799 0.0011014816077316509 0.00066626670612551385 0.00050815874490284935 0.00079237271652267914 0.00084542784925947735 0.00040804373196686437 0.00086806543222090013 0.00062293939409302729 0.00064943690478770134 0.00085340998085940917 0.00062826779926670529 2.9154922713570416e-05 0.00042330111856713436 0.00017119657245312375 0.00068209117120192721 0.0008320916633979946 0.00026443306378078188
leaf_weight=23 50 148 43 34 71 351 76 34 30 48 34 99 32 20 39 29 449 1104 22 49 25 37 35 24 66 33 43 24 20 29
leaf_count=23 50 148 43 34 71 351 76 34 30 48 34 99 32 20 39 29 449 1104 22 49 25 37 35 24 66 33 43 24 20 29
internal_value=0 0.000329257 0.000271046 0.000788501 0.000393542 0.00080147 0.000826101 0.000125749 0.000599844 0.000704704 0.000474155 8.5853e-05 0.000164241 0.000817289 0.000713867 0.000728386 0.000826225 0.000844822 0.000573137 0.000744353 0.000840355 0.000781491 0.000818557 0.000761827 8.69991e-05 0.000300522 0.000279309 0.000800459 0.000715896 0.000359109
internal_weight=0 673 599 2448 325 2351 1874 274 101 477 97 240 141 1798 143 429 1655 1169 61 400 1149 486 82 59 98 224 191 74 45 63
internal_count=3121 673 599 2448 325 2351 1874 274 101 477 97 240 141 1798 143 429 1655 1169 61 400 1149 486 82 59 98 224 191 74 45 63
is_linear=0
shrinkage=0.00196078


Tree=7326
num_leaves=31
num_cat=0
split_feature=1 3 0 12 3 150 3 49 40 12 15 11 133 15 0 160 0 0 2 51 158 52 3 133 49 15 484 484 484 42
split_gain=0.160264 0.0463277 0.041528 0.0343282 0.0269758 0.0358309 0.0267414 0.0261996 0.0237115 0.0284236 0.0236857 0.0313587 0.030759 0.0389457 0.0400484 0.0445234 0.0410766 0.0287838 0.0282281 0.0355187 0.0270856 0.0260153 0.030683 0.025331 0.0305537 0.0238549 0.0235404 0.0688342 0.0404353 0.0376542
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 0.097825000000000009 0.076840000000000006 0.12314500000000002 0.11658 0.14321000000000003 -0.063404999999999989 -0.094384999999999983 0.040760000000000005 0.077290000000000011 0.081415000000000015 -0.10469999999999999 -0.10607499999999999 -0.51745999999999992 -0.18113999999999997 -0.15202999999999997 0.090050000000000005 -0.091704999999999995 0.086290000000000019 -0.092399999999999982 -0.12711499999999995 0.085265000000000021 0.11560500000000001 0.13592500000000005 0.087020000000000014 0.091880000000000003 0.085130000000000011 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 8 6 -6 -8 -3 -10 12 25 13 20 16 -16 -15 -13 19 -17 -1 -20 -23 -14 26 -12 28 -28 -25 -29
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 11 17 23 14 15 18 -18 -19 21 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0038683121783779592 0.0030809847792896885 0.0017539381336209468 -0.0029325316017050121 -0.0018332820568940844 0.0054212182225357444 -0.0011752824380022028 0.0029596528843003084 -0.00060732809167044865 0.0019194666165858508 -0.0024697139361200648 0.0040602840497711845 0.0042313391423743707 0.0058882104690253199 0.002813080701288646 -0.0016304350920836441 0.0012096377641060635 -0.0014363693519650648 0.0093520133889147226 0.0035655706159465404 0.0045616974802582498 0.0075808150471066652 -0.0016362877301871776 0.0022352138708811252 0.0040406457307103506 0.0019443488381325437 0.0019032411588812939 0.010406147989719599 0.0008436779627421251 -0.00049405253625341833 0.0063890314274467523
leaf_weight=135 261 119 21 27 37 23 145 24 25 36 1014 23 63 46 20 38 45 21 116 188 23 25 113 309 78 54 22 24 21 25
leaf_count=135 261 119 21 27 37 23 145 24 25 36 1014 23 63 46 20 38 45 21 116 188 23 25 113 309 78 54 22 24 21 25
internal_value=0 0.00201808 0.00141103 0.00162024 0.00184822 0.00256824 0.00298621 0.0024531 0.000932198 -0.000670869 0.00372073 0.00405901 0.00342935 0.00301413 0.00264129 0.00299247 0.000711704 0.0066753 0.00318509 0.00399808 0.00440874 0.00246173 0.00153385 0.00400316 0.00375523 0.00395122 0.00410747 0.00575929 0.00375207 0.00367294
internal_weight=0 718 457 436 409 229 206 169 180 61 2403 1112 1291 749 591 500 91 44 480 226 158 254 138 542 479 1068 401 71 330 49
internal_count=3121 718 457 436 409 229 206 169 180 61 2403 1112 1291 749 591 500 91 44 480 226 158 254 138 542 479 1068 401 71 330 49
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 4 2 14 2 43 4 47 47 0 1 2 14 1 16 0 155 2 4 1 124 484
split_gain=21.5122 2.73656 2.29028 2.06473 1.20927 0.92889 0.839113 0.582932 0.554087 0.433495 0.32254 0.296957 0.258918 0.251454 0.300083 0.248437 0.240149 0.230163 0.289306 0.215007 0.210647 0.181692 0.179814 0.177625 0.166905 0.146945 0.142137 0.140338 0.135351 0.120378
threshold=0.10752500000000002 0.13604000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.091475000000000015 0.40124500000000002 0.13082500000000002 -0.17966999999999997 -0.0086549999999999978 0.113445 0.076175000000000007 0.12358500000000001 -0.025214999999999998 -0.029144999999999997 0.077555000000000013 0.091680000000000011 -0.10836499999999999 0.075045000000000014 0.17025000000000004 0.062655000000000016 0.10124500000000002 0.10994000000000002 -0.088774999999999979 0.10158500000000002 0.11177500000000001 -0.50262499999999988 0.122185 -0.072314999999999977 0.080820000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 11 24 19 -6 12 15 17 23 27 -15 20 21 18 -4 -3 22 28 29 -7 -5 -16 -19 -2 -10 -1
right_child=1 7 5 6 8 9 -8 -9 16 -11 -12 -13 -14 14 25 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070000572203128954 0.00033004675279645356 0.00016152674537550556 0.00080422928065775794 0.00067938217076858565 0.0007816661811885045 0.00091110824098121718 0.00037592328743077559 0.00043577065976227035 0.00044368726929521884 0.00068428948844229088 0.00051789812899281202 0.00099103155292615047 0.00058984657915289404 0.00062302645222813476 0.00049907684735223362 0.00091868467137562828 0.0006376364604722541 0.00099679031022359118 0.00052080069248582809 2.4245962738356691e-06 0.00092304233388573514 0.00037996105536258496 0.00082700294975894897 0.00078007320416908642 0.00086163779801013416 0.0003311728221703146 0.0008339786459421796 0.00019055990798568182 0.00063624148045246509 0.00053336614761136331
leaf_weight=100 75 107 45 85 28 43 36 25 32 252 23 46 26 20 25 33 31 21 20 47 20 72 38 530 25 101 1126 44 25 20
leaf_count=100 75 107 45 85 28 43 36 25 32 252 23 46 26 20 25 33 31 21 20 47 20 72 38 530 25 101 1126 44 25 20
internal_value=0 0.000360402 0.000776167 0.00044853 0.000644307 0.000802551 0.000635765 0.000158054 0.000527205 0.000752519 0.000738389 0.000836396 0.000781223 0.000345374 0.000399903 0.000762424 0.000482675 0.000830527 0.00071702 0.00011297 0.000733454 0.000445436 0.000709456 0.000789907 0.000720804 0.000364487 0.00083696 0.000278472 0.000528141 0.000672232
internal_weight=0 590 2531 411 422 2109 146 179 188 851 234 1258 599 265 146 211 160 1212 65 154 178 129 158 573 110 126 1147 119 57 120
internal_count=3121 590 2531 411 422 2109 146 179 188 851 234 1258 599 265 146 211 160 1212 65 154 178 129 158 573 110 126 1147 119 57 120
is_linear=0
shrinkage=0.00196078


Tree=7328
num_leaves=31
num_cat=0
split_feature=1 3 148 15 147 0 16 2 15 47 14 4 2 16 15 151 13 13 40 12 2 0 12 133 4 0 52 15 151 160
split_gain=0.188812 0.0519434 0.0398351 0.044319 0.0345919 0.025313 0.0347812 0.0244469 0.0241343 0.0233268 0.0282908 0.041271 0.0275947 0.0255288 0.0376285 0.021947 0.0215196 0.0214253 0.0324941 0.0372788 0.02493 0.0228869 0.0305202 0.0463175 0.0207795 0.0340766 0.021112 0.0205176 0.0223585 0.0256774
threshold=0.10337500000000001 0.31370500000000007 -0.095079999999999984 -0.083359999999999976 0.08955500000000001 -0.10474999999999998 -0.25582999999999995 0.092120000000000021 -0.40580499999999992 0.080455000000000013 -1.0000000180025095e-35 0.50822500000000004 1.0000000180025095e-35 -0.44310499999999992 -0.41942499999999994 0.077805000000000013 -0.0044799999999999987 -0.064619999999999983 -0.0061149999999999998 0.087005000000000013 0.092755000000000018 -0.046359999999999991 0.097575000000000009 0.09389500000000002 -0.39518999999999993 -0.036484999999999997 -0.56022499999999986 -0.21699999999999997 -0.086769999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 9 15 6 -3 -1 -7 10 11 -4 -11 -12 -15 24 -16 18 -9 -20 -19 22 23 -21 26 -26 -5 -22 -29 -30
right_child=1 5 3 4 -6 8 -8 17 -10 12 13 -13 -14 14 16 -17 -18 20 19 21 27 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0042186371642347264 -0.0017900037731687054 -0.00041446641165142258 0.0063157486729323864 0.0033409725620273363 0.0008420606893373699 0.00081801926495418664 0.0047064666846944464 0.0016350355821972092 -0.0037804892593994738 0.0053849217568391139 0.0021234333709828925 0.0012869682128760307 0.0015620153974251901 -0.0037391780965173476 -0.00070997775225650251 0.0069930672328072513 0.0029258039555753821 -0.00010678396337544142 0.0078608977839273089 0.0049520981856039726 0.0063206071588778976 0.00097500313450360585 0.0065681873113275146 0.0017311861890501698 0.003790284081265036 7.4047810824898384e-05 0.0072267514208917798 8.6265761384983424e-05 0.0028865939315175274 0.0048706095058062091
leaf_weight=1589 21 36 24 27 41 21 21 45 25 35 61 51 41 26 41 22 27 23 30 130 21 21 52 68 139 30 29 23 319 82
leaf_count=1589 21 36 24 27 41 21 21 45 25 35 61 51 41 26 41 22 27 23 30 130 21 21 52 68 139 30 29 23 319 82
internal_value=0 0.00214226 0.00249034 0.00264167 0.00353203 6.3895e-05 0.00147219 0.00399035 -0.00168117 0.00180368 0.00130179 0.00289618 0.00332256 0.000530312 -0.000503521 0.00397854 0.000733641 0.00354471 0.00414138 0.00451608 0.00310358 0.00414581 0.00441216 0.00384593 0.00368379 0.0031306 0.00535325 0.00326951 0.00311839 0.0032923
internal_weight=0 718 615 594 288 103 57 2403 46 306 230 75 76 155 94 247 68 814 346 301 468 271 250 198 225 169 56 445 424 401
internal_count=3121 718 615 594 288 103 57 2403 46 306 230 75 76 155 94 247 68 814 346 301 468 271 250 198 225 169 56 445 424 401
is_linear=0
shrinkage=0.1


Tree=7329
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 14 2 2 2 1 4 49 2 14 1 40 0 11 1 3 1 133 47 1 49 12 43 1
split_gain=20.6896 3.40034 1.69973 1.58691 1.11198 1.09787 0.775562 0.712459 0.617236 0.618119 0.539823 0.515043 0.353192 0.337181 0.219186 0.217064 0.214852 0.193026 0.191299 0.240435 0.277452 0.254166 0.184174 0.169382 0.142114 0.140253 0.137593 0.137353 0.121047 0.161986
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.089885000000000007 0.09253500000000002 -0.15289999999999995 -0.054984999999999992 0.31358000000000003 0.096015000000000017 0.091195000000000012 -0.077714999999999992 0.18019500000000002 1.0000000180025095e-35 0.088975000000000012 0.097915000000000016 0.13075500000000004 -1.0000000180025095e-35 0.11043500000000002 0.12958500000000003 -0.053364999999999996 0.095780000000000018 -0.078139999999999973 0.11654500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 8 7 10 17 25 16 -4 -11 -2 -7 -9 -1 -3 19 20 27 -22 23 -5 -15 -10 -13 -12 -14 -30
right_child=1 5 11 22 -6 14 -8 15 9 12 18 26 28 24 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0008910619942409751 0.00055572755574443246 0.00036902926016764876 0.00078201326700045606 0.00035538089008414168 0.00055700369252293714 0.00023439466417614932 0.00050790103523705909 0.001100517870221863 0.00072471294917312321 0.00065548240188874449 0.00084528579675135433 0.0005671895696698863 0.00028079074985635426 0.00086194132270953809 3.1310425240738547e-05 0.00088039617285473289 0.00082402295819790816 0.0001930305446571141 0.00062747554159631918 0.00093901448145009231 0.00051529792514289346 0.00078425366895831599 0.00028906471892625242 0.00057157131432871821 0.00071909537721498342 0.00051778052075236443 0.00038334113351139285 0.00079019111741549387 0.00047346523091746999 0.00033305769889306277
leaf_weight=1117 23 46 34 22 48 84 24 61 34 20 422 34 37 81 27 24 220 50 20 62 22 35 24 38 40 20 29 296 68 59
leaf_count=1117 23 46 34 22 48 84 24 61 34 20 422 34 37 81 27 24 220 50 20 62 22 35 24 38 40 20 29 296 68 59
internal_value=0 0.000453701 0.000841887 0.000648414 0.000852382 0.000353938 0.000858538 0.000862231 0.000410083 0.000463617 0.000855407 0.000587524 0.000409483 0.000773353 0.000184996 0.00103837 0.000880031 0.000277363 0.000816991 0.000821519 0.000812119 0.000680446 0.000434234 0.000492301 0.00081472 0.000648071 0.000482561 0.000822573 0.000379484 0.000408237
internal_weight=0 673 2448 228 2351 445 2303 2279 334 238 2194 97 184 144 111 85 1337 96 857 837 775 57 84 60 121 54 63 718 164 127
internal_count=3121 673 2448 228 2351 445 2303 2279 334 238 2194 97 184 144 111 85 1337 96 857 837 775 57 84 60 121 54 63 718 164 127
is_linear=0
shrinkage=0.00196078


Tree=7330
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 0 2 47 0 15 2 4 4 4 3 160 16 50 131 2 42 14 4 4 52 43
split_gain=15.0591 2.53619 1.5719 1.2989 0.897745 0.767767 0.496907 0.478891 0.416347 0.402673 0.396387 0.38379 0.322416 0.321352 0.267506 0.264013 0.242225 0.164563 0.20525 0.171642 0.162491 0.139042 0.123633 0.135317 0.103791 0.101808 0.0992861 0.206054 0.0984271 0.0955438
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13247500000000004 0.062655000000000016 0.033845000000000007 0.077845000000000011 -0.11173999999999999 0.11474000000000002 0.13082500000000002 -0.079119999999999982 -0.10469999999999999 0.14285500000000004 0.40124500000000002 0.42051500000000003 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 -0.12029499999999999 0.083640000000000006 0.082750000000000004 0.31358000000000003 0.090545000000000014 0.096015000000000017 0.033845000000000007 0.27287000000000006 -0.070154999999999981 -0.018859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 26 6 7 9 -5 13 -6 14 -11 -1 16 20 -4 21 19 -19 -9 29 23 -16 -2 -8 -3 -28 -15 -14
right_child=1 2 11 8 10 -7 25 15 -10 12 -12 -13 17 28 22 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00082715659311004719 0.00078503862841456545 0.00032768061619649813 0.0003735544469307962 0.00070218268562765684 0.00066367294634605807 0.00049409973254281949 0.00092702058351373264 0.00072325456730651882 0.00041869123717470919 0.00076819028054399469 0.00037507119655511733 0.00043497018885584992 0.00062632986600054245 0.00062427325989880588 0.00014663933913742496 0.00046090830354860015 0.00020511160192444449 0.00044420845149194493 0.00071312197261257017 0.00066252029344666757 0.00062704806232141892 0.0009230425990039672 0.00027196970567399379 -3.9989263157122862e-05 0.00062817043436118986 0.00077626948066822745 0.00059234370641848616 0.00037450384307226737 0.00047018232904675369 0.00077695632647753043
leaf_weight=20 50 103 52 28 77 51 61 136 69 1190 24 34 20 30 59 24 89 20 456 45 134 21 20 20 24 24 20 101 34 85
leaf_count=20 50 103 52 28 77 51 61 136 69 1190 24 34 20 30 59 24 89 20 456 45 134 21 20 20 24 24 20 101 34 85
internal_value=0 0.000391702 0.000349395 0.000722882 0.000441623 0.000732056 0.000737332 0.000731687 0.000500524 0.000742966 0.000595094 0.00024 0.000749036 0.000610209 0.00021238 0.000657989 0.000267232 0.000713807 0.000698428 0.000595347 0.000675508 0.000777395 0.000134256 9.93916e-05 0.000734162 0.000884456 0.000372424 0.00041051 0.000542412 0.000748266
internal_weight=0 673 599 2448 325 2351 2300 2215 97 1921 101 274 1837 84 240 294 141 647 521 65 270 126 99 79 74 85 224 121 64 105
internal_count=3121 673 599 2448 325 2351 2300 2215 97 1921 101 274 1837 84 240 294 141 647 521 65 270 126 99 79 74 85 224 121 64 105
is_linear=0
shrinkage=0.00196078


Tree=7331
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 48 15 11 13 151 131 3 43 4 12 12 15 2 12 2 13 40 51 15 3 43 39 0 52 13 43
split_gain=0.272936 0.0664018 0.0447695 0.0358884 0.0344385 0.0306973 0.0343173 0.0302043 0.0599013 0.0406121 0.0350887 0.0567687 0.0400652 0.0282129 0.0280152 0.0267626 0.0266658 0.0264826 0.0410704 0.0290576 0.0303653 0.0285201 0.0271351 0.0248549 0.0447161 0.0404088 0.0244844 0.0229447 0.0304144 0.0215602
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.15372000000000002 0.040760000000000005 0.075910000000000019 -0.014169999999999999 0.0039000000000000003 0.10956 -0.12711499999999995 -1.0000000180025095e-35 -0.42529999999999996 0.085250000000000006 -0.42850999999999995 0.13592500000000005 0.15950500000000004 -0.010834999999999999 0.11548000000000001 -0.091054999999999983 -0.063404999999999989 0.091000000000000011 -0.033689999999999991 -0.065229999999999996 0.13895500000000002 0.082325000000000023 -0.073309999999999986 0.31359500000000001 -0.004174999999999999 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 17 7 15 9 10 23 11 -9 -13 -8 -4 29 -16 19 21 -5 -21 -19 26 -1 25 -25 -20 28 -12 -7
right_child=1 2 14 4 -6 6 13 8 -10 -11 27 12 -14 -15 16 -17 -18 18 22 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0050198764870888488 0.0052184771745058915 0.0063415831653401257 0.0026631736968244827 0.0052617169184876345 -0.0015044448960993793 0.0054829666764993597 0.010250146541511641 -0.0011226931061114997 -0.0013294149500628315 0.0093434600345790389 0.0028371990007312539 0.0071469053812325007 0.0014267744528524418 0.0056501845441137757 0.00055066371847794441 0.0029414949197046187 -0.0036822706233413725 0.0038512582035848961 0.0039918467570401609 0.0021492623212320118 -0.00076003691810183236 0.0079096984444186093 -0.0010610030020567743 -6.0122000712265328e-05 0.0063584223484016355 0.004327726539841658 0.001006762229371816 0.0021968887489301303 0.0052383157809215066 0.0043885161496322366
leaf_weight=666 87 25 35 21 21 769 24 31 21 20 65 25 24 30 46 54 22 129 61 127 50 20 24 41 37 43 50 38 280 235
leaf_count=666 87 25 35 21 21 769 24 31 21 20 65 25 24 30 46 54 22 129 61 127 50 20 24 41 37 43 50 38 280 235
internal_value=0 0.00262858 0.00227149 0.00264352 0.00245972 0.00485055 0.00523566 0.00451884 0.00389426 0.00489343 0.00413119 0.0022264 0.00434521 0.00769461 0.000364385 0.00511015 -0.000818815 0.00263243 0.00325135 0.0017447 0.00132743 0.00439602 0.00198798 0.00478034 0.00346189 0.00218604 0.00264721 0.00452906 0.00478593 0.0052268
internal_weight=0 718 631 528 503 2403 1112 1291 484 807 463 80 49 54 103 1058 68 482 284 198 177 149 135 787 121 84 111 383 345 1004
internal_count=3121 718 631 528 503 2403 1112 1291 484 807 463 80 49 54 103 1058 68 482 284 198 177 149 135 787 121 84 111 383 345 1004
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=31
num_cat=0
split_feature=1 4 155 157 2 2 15 15 14 43 15 147 16 1 52 1209 3 4 483 3 484 4 15 3 1 16 51 48 401 160
split_gain=0.221078 0.0561546 0.0366136 0.0330016 0.031551 0.0269062 0.0264376 0.0347556 0.029067 0.0385421 0.0274836 0.02547 0.0249873 0.024895 0.0351276 0.0249015 0.0252885 0.0276256 0.0247153 0.0240934 0.0240281 0.0287319 0.0239041 0.0292631 0.0324122 0.0229645 0.0263512 0.0229201 0.022734 0.0300266
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.25063000000000007 0.13404500000000005 0.040760000000000005 0.081070000000000017 0.081185000000000021 -0.51144999999999985 0.083195000000000005 0.094075000000000006 0.13751500000000003 0.092845000000000025 -0.088204999999999992 0.091045000000000001 -0.079594999999999985 -0.49013999999999996 -0.065184999999999979 -0.13309499999999996 -0.0087999999999999988 0.00063500000000000004 -0.17952999999999997 -0.11171999999999999 0.081315000000000012 -0.16075999999999999 -0.40274499999999996 0.081275000000000014 0.085900000000000018 -0.23686999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 19 6 8 -8 9 -1 -9 20 -7 15 -15 16 17 -11 -18 -3 21 -5 -19 24 -24 -22 -27 -16 29 -21
right_child=1 4 -4 11 -6 12 7 10 -10 13 -12 -13 -14 14 27 -17 18 22 -20 28 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00020401723256024222 -0.0011935523222200573 0.003322042968409108 0.0054079390014521783 0.0081255082599818711 -0.0021147588927609225 7.800293517195517e-06 0.008319632740070422 0.0014100855481810868 0.0078865934628993273 0.0080927757041839264 0.004765679408288241 -0.0004617092554690316 0.004547891776945273 0.0050438330398480356 0.0032901320655582822 0.0008041125870659017 0.00099185402388684467 0.0076605907077901061 0.0039735583533268143 0.0048808646408598066 0.0048022647600863937 0.003421113983809797 0.003981671784245207 0.0047577044380318519 -0.00084038784843869512 0.0054259011405520148 0.0018899621550006202 0.00047840224732732719 -0.0020560086285695434 0.0010473494416216001
leaf_weight=21 20 67 61 20 24 27 27 25 20 24 1031 20 22 57 64 20 30 25 379 23 46 37 46 512 20 24 173 53 20 183
leaf_count=21 20 67 61 20 24 27 27 25 20 24 1031 20 22 57 64 20 30 25 379 23 46 37 46 512 20 24 173 53 20 183
internal_value=0 0.00236572 0.00315202 0.00274728 0.00137106 0.00436549 0.00441377 0.00477682 0.00410442 0.00404396 0.00468624 0.00299358 0.00204621 0.00411648 0.00300817 0.0042991 0.00436657 0.00476561 0.00375485 0.00165659 0.00322394 0.00507178 0.00463318 0.00450224 0.00252044 0.00279049 0.00232074 0.00201644 0.00116285 0.00147536
internal_weight=0 718 401 340 317 2403 2354 1083 1271 1251 1056 320 49 1230 174 1056 1036 627 409 293 300 57 603 578 66 243 197 117 226 206
internal_count=3121 718 401 340 317 2403 2354 1083 1271 1251 1056 320 49 1230 174 1056 1036 627 409 293 300 57 603 578 66 243 197 117 226 206
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 14 0 15 1 2 4 4 0 1 52 1 15 0 47 131 3 0 43 160 43 3
split_gain=9.13289 1.6072 0.948159 0.79148 0.492265 0.432767 0.317805 0.279505 0.252694 0.206382 0.21195 0.241193 0.191594 0.186524 0.151498 0.146523 0.135134 0.103145 0.101964 0.0993666 0.13457 0.0999828 0.0788374 0.07778 0.0763654 0.0746937 0.112636 0.171694 0.0907755 0.0730934
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.062655000000000016 -0.10607499999999999 -0.12255999999999999 0.077845000000000011 0.14838000000000004 0.40945500000000007 0.0082450000000000006 -0.22491999999999998 0.083345000000000016 0.12492500000000002 1.0000000180025095e-35 -0.03241999999999999 -0.038659999999999993 0.090100000000000013 0.09031500000000002 -0.010424999999999999 -0.076899999999999982 -0.036954999999999995 -0.054789999999999998 0.0061450000000000003 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 18 9 13 16 -6 10 11 -1 -5 14 -4 25 -7 -13 22 21 -21 -18 -3 -2 -16 -12 27 -27 -28 -19
right_child=1 2 6 12 8 7 -8 -9 -10 -11 15 17 -14 -15 24 -17 19 29 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00067520526954031716 0.0006326635000134395 0.00028009149561023205 0.00031275954363311689 0.00053728781797054439 0.00053278799182524005 0.00041635614352056343 0.00037190886851050706 0.00040058769625033331 0.00031902927150523737 0.00071317479320714028 0.00061440139994292067 0.00055811373772574405 0.00034415048610049448 0.00010218727474265457 0.00024640548574811252 0.00051105304918346776 0.00055725145562487207 0.00031740441080639321 0.00044187311521347831 0.00046907793713105714 0.00064188727574446193 0.00046192386425008961 0.00038697863640328473 0.00049771645222029652 0.00013928307911208125 0.0003670708680687164 0.00067400972936218137 0.00056955658288952563 0.00055062485576417111 0.00046679088942526122
leaf_weight=27 52 184 45 28 73 26 37 48 30 62 1153 28 67 84 40 62 526 20 20 21 99 46 31 24 71 21 52 69 41 34
leaf_count=27 52 184 45 28 73 26 37 48 30 62 1153 28 67 84 40 62 526 20 20 21 99 46 31 24 71 21 52 69 41 34
internal_value=0 0.000321046 0.000287803 0.000576515 0.0003575 0.000583653 0.000202758 0.000545449 0.000470528 0.000602304 0.000597743 0.000514465 0.000401075 0.00017668 0.000216792 0.000604236 0.000555133 0.000461539 0.00030796 0.000560347 0.000611646 0.000549585 0.000295503 0.000590049 0.000177886 0.000608561 0.00057176 0.00052231 0.000619614 0.000411463
internal_weight=0 691 615 2430 338 2335 277 766 103 1569 1507 109 95 240 156 1398 718 82 235 692 120 572 215 76 111 1336 183 90 93 54
internal_count=3121 691 615 2430 338 2335 277 766 103 1569 1507 109 95 240 156 1398 718 82 235 692 120 572 215 76 111 1336 183 90 93 54
is_linear=0
shrinkage=0.00196078


Tree=7334
num_leaves=31
num_cat=0
split_feature=1 4 155 2 150 0 52 4 2 1447 12 133 133 13 151 0 15 2 159 1 3 160 49 130 131 0 0 43 42 52
split_gain=0.219162 0.0534843 0.0342642 0.0280319 0.0280087 0.0368174 0.0277355 0.0297616 0.0258135 0.0296734 0.0252392 0.0241746 0.040824 0.0298292 0.0286077 0.023978 0.0239064 0.0229038 0.0298601 0.0300523 0.0331915 0.0226928 0.0243408 0.0461742 0.029174 0.0229187 0.0241967 0.0285127 0.0250882 0.0214114
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 0.25063000000000007 0.093625000000000014 -0.026509999999999995 -0.034054999999999995 -0.0073899999999999999 0.090425000000000019 -0.082954999999999987 -0.042789999999999988 0.076280000000000014 0.085815000000000016 -0.16152999999999998 0.050660000000000004 0.041630000000000007 -0.064294999999999977 0.13093500000000002 0.085035000000000013 0.085110000000000005 -0.092174999999999993 0.10493500000000001 0.12497000000000001 0.09796500000000001 0.082070000000000018 -0.046359999999999991 -0.070499999999999993 -0.041049999999999996 0.094725000000000018 -0.56368999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -3 5 6 10 -8 -1 -10 -2 13 -13 -11 17 -7 -9 18 29 20 -20 22 23 24 25 26 -14 28 -28 -15
right_child=1 3 -4 -5 -6 15 7 16 9 11 -12 12 21 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0046342488148887586 0.00058869410933722272 0.0016793189774133876 0.005330620663141313 -0.0018754896203366418 0.00079604547629666443 -0.0020475205010734502 0.006896323420733097 0.0048087308756075801 0.0066273456689668817 -0.0003952109313104302 0.0036400543673516953 0.0086213104744357148 0.0051626552499218622 0.00659669446315439 -6.5860702168373829e-05 0.0026868444442263118 0.00096916270025152102 0.00076209128322079784 0.0015588944069231335 0.0089982230402529239 0.0064775640548973834 0.0018379967949176965 0.002103687292084289 0.0094009277934674184 0.0014811042436243347 0.0080296112690120946 0.0017797851358496008 -0.00027496578404679896 0.0065604456943338333 0.0033078474205567678
leaf_weight=1465 41 293 61 24 60 20 42 50 40 20 80 22 157 21 21 23 24 25 23 20 34 37 39 20 30 20 21 20 23 345
leaf_count=1465 41 293 61 24 60 20 42 50 40 20 80 22 157 21 21 23 24 25 23 20 34 37 39 20 30 20 21 20 23 345
internal_value=0 0.0023809 0.00314828 0.00141019 0.00275674 0.00317689 0.00366533 0.00477019 0.00437199 0.00396239 0.00260612 0.00384368 0.00443719 0.0033901 0.00354491 0.000484814 0.00356347 0.00370694 0.00387312 0.00566307 0.00449284 0.00418637 0.00444967 0.00476408 0.00442188 0.00478795 0.00449459 0.00285573 0.00427877 0.00349655
internal_weight=0 718 401 317 340 280 237 116 2403 938 121 898 389 509 489 43 74 468 443 77 57 367 330 291 271 241 221 64 44 366
internal_count=3121 718 401 317 340 280 237 116 2403 938 121 898 389 509 489 43 74 468 443 77 57 367 330 291 271 241 221 64 44 366
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 1 2 4 0 49 4 2 1 4 4 0 150 3 475 47 13 3 50 15 16 1 15
split_gain=15.4516 2.39603 1.5789 1.42582 0.848801 0.782276 0.554623 0.452859 0.406934 0.399638 0.354074 0.276906 0.323437 0.275885 0.258278 0.233904 0.225482 0.19514 0.25116 0.192238 0.135849 0.111748 0.100543 0.0978581 0.0952254 0.0803621 0.0753477 0.0773307 0.0667266 0.0758662
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14285500000000004 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.14753000000000002 0.083345000000000016 0.27834500000000006 -0.55119499999999988 -0.079119999999999982 1.0000000180025095e-35 -0.12018999999999998 -0.07675499999999999 0.090100000000000013 -1.0000000180025095e-35 0.076840000000000006 0.10917 -0.41942499999999994 -0.16075999999999999 0.11669000000000002 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 22 11 14 -5 19 -7 12 15 17 16 -1 -4 -13 25 21 -20 -6 28 -18 -17 -19 -16 -28 -3 -30
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 13 -14 -15 26 24 23 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00064233836590075024 0.00065095976686418402 0.0003007051692638896 0.00030522988216641052 0.00058566304858271223 0.00069492196991425507 0.00058154118707976073 0.00083408045447710055 0.00036325573301308989 0.00031948762383790833 0.00038814839161089643 0.00032747453230804477 0.00085915370772053612 0.00074664664359393987 0.00057560483030244416 0.00012055771515531209 0.0003462453934765768 0.00010159659193895802 0.00069740211317892247 0.00052491902945448008 0.0004363175453151493 0.00064673455803655635 0.0005944528152487127 0.00039815828808712254 0.00023690862283543479 0.00050778527327214468 0.00064380759117650048 9.8154507925523915e-05 -5.4685880885921229e-05 0.00028976014920868433 0.00012463644708451979
leaf_weight=45 71 148 40 34 49 71 79 37 63 39 30 23 36 104 32 20 86 1038 39 27 361 324 33 27 47 120 20 35 23 20
leaf_count=45 71 148 40 34 49 71 79 37 63 39 30 23 36 104 32 20 86 1038 39 27 361 324 33 27 47 120 20 35 23 20
internal_value=0 0.000310287 0.000270108 0.000645754 0.000655367 0.000362814 0.000673219 0.000161337 0.000412786 0.000577613 0.000506076 0.000666286 0.000584968 0.000673428 0.000130208 0.000533 0.000178713 0.000679863 0.000677217 0.000596086 0.000634858 0.000607651 0.000298218 0.000133928 0.000459564 0.000691848 4.49073e-05 8.92442e-07 0.000280951 0.000212958
internal_weight=0 673 602 2448 2351 325 1912 277 97 439 101 1833 148 1685 240 112 153 1581 1558 400 400 373 224 113 67 1158 87 55 191 43
internal_count=3121 673 602 2448 2351 325 1912 277 97 439 101 1833 148 1685 240 112 153 1581 1558 400 400 373 224 113 67 1158 87 55 191 43
is_linear=0
shrinkage=0.00196078


Tree=7336
num_leaves=31
num_cat=0
split_feature=1 3 4 48 51 47 16 16 15 3 393 0 0 4 14 3 15 12 3 1210 0 40 47 157 475 50 483 484 159 481
split_gain=0.23245 0.0589783 0.0399843 0.031921 0.0339022 0.0386098 0.0290589 0.0286456 0.0266791 0.0327362 0.027162 0.0247522 0.0348532 0.0255455 0.023084 0.0321315 0.0733946 0.0285724 0.0280668 0.0267237 0.0224791 0.0227846 0.0214499 0.0198482 0.0281559 0.0198117 0.0196288 0.0273443 0.0227367 0.036246
threshold=0.10337500000000001 0.31299000000000005 -0.03898999999999999 0.14093000000000003 0.10876000000000001 0.10589000000000001 -0.42170999999999997 -0.16927999999999996 0.040760000000000005 -0.15447499999999995 0.086030000000000009 -0.10474999999999998 -0.13843999999999998 0.50500500000000004 0.08104500000000002 -0.15327499999999997 -1.0000000180025095e-35 0.086095000000000019 -0.079594999999999985 -0.0084249999999999985 -0.082619999999999985 -0.037979999999999993 0.11370000000000001 -0.077664999999999998 -0.028204999999999997 0.11875500000000001 0.11494000000000001 0.079595000000000013 -0.085489999999999997 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 -4 -8 10 -10 14 12 -3 -13 15 16 -1 -18 19 -17 21 -9 -7 24 -20 26 27 28 -11 -30
right_child=1 11 3 -5 -6 22 7 20 9 25 -12 13 -14 -15 -16 18 17 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030638047715183352 0.0043474421796728243 2.6669760579049281e-05 0.0029288325496990958 -0.0011917295121141556 0.0053689429064830534 0.0068874782033328148 -0.0013702569204178871 0.0026022098922458964 0.0076091599994106227 0.0065310923060259004 0.00079930762682730954 0.00058538586804038806 0.0049111203734009045 -0.0041683398827444765 0.007406172799793157 0.0014542385445868908 0.0013364503282077965 0.0062160352145188627 -0.00036496973286072413 0.0048578787443291959 0.0025338465130342307 -0.00158719927935368 0.0032451847489907977 0.003962029269756231 0.0038821267253543075 0.0018547070988764365 0.0020472044566234287 0.0073597557802979902 0.001529564247844187 0.00472464957600135
leaf_weight=20 129 48 134 24 39 22 40 21 40 65 24 26 21 20 22 24 21 28 27 594 99 34 61 494 37 24 26 41 37 879
leaf_count=20 129 48 134 24 39 22 40 21 40 65 24 26 21 20 22 24 21 28 27 594 99 34 61 494 37 24 26 41 37 879
internal_value=0 0.00239073 0.00278652 0.00236172 0.00255123 0.00228386 0.0017963 0.00101403 0.00444128 0.0048003 0.00413204 0.000315364 0.00151324 -0.00148145 0.00419517 0.00413843 0.00204114 0.00412478 0.00426149 0.0047257 0.00163333 1.23933e-05 0.00421061 0.00374736 0.00209038 0.0046955 0.00476055 0.00482958 0.00472383 0.00459559
internal_weight=0 718 603 474 450 411 328 194 2403 1112 1291 115 69 46 1267 1245 69 49 1176 618 154 55 83 558 64 1072 1048 1022 981 916
internal_count=3121 718 603 474 450 411 328 194 2403 1112 1291 115 69 46 1267 1245 69 49 1176 618 154 55 83 558 64 1072 1048 1022 981 916
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 0 1 3 49 1 4 4 0 49 11 3 159 40 0 1 1 1 4 50
split_gain=16.7084 2.54189 1.53819 1.12355 1.0602 0.887917 0.563204 0.468757 0.468559 0.464114 0.444314 0.287132 0.241437 0.266894 0.201834 0.200676 0.193231 0.184198 0.172493 0.164058 0.145513 0.164382 0.163553 0.143072 0.142579 0.134572 0.129655 0.126448 0.116741 0.10813
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.089885000000000007 0.14285500000000004 -1.0000000180025095e-35 0.10613000000000002 0.14285500000000004 0.077845000000000011 0.062655000000000016 -0.22491999999999998 0.085345000000000018 -0.11171999999999999 -0.054984999999999992 0.16175000000000003 -0.15289999999999995 0.038415000000000012 0.18019500000000002 -0.009244999999999998 1.0000000180025095e-35 -0.11171999999999999 0.0089800000000000019 -0.077474999999999988 -0.15931499999999996 0.12958500000000003 0.13075500000000004 0.11910500000000002 0.0067750000000000006 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 6 23 25 11 -4 12 19 -1 -14 -2 29 -9 18 20 -6 21 -13 -23 -3 -15 -8 -5 -18 -26 -7
right_child=1 5 9 26 8 15 7 16 -10 -11 -12 17 13 24 -16 -17 27 -19 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00082976711444281539 0.00053099318921966164 0.00033956990490032434 0.0007480575016984084 0.00046177581597874366 0.00046748413476900411 0.00018348932181206515 0.0006785178947717889 0.00057408599657755269 0.00052274896066997322 0.00044996460209899237 0.00098455052076284566 0.00062208700074492041 0.00055292972929629628 0.00063415398378201455 0.00073164058605220967 1.2772216224202923e-05 0.00040991992155269826 0.00069985835461735917 0.00058692491229842686 0.00070977731391328391 0.0008517740982572086 0.00075618511776139486 0.00086192207995290844 0.00018643786890429258 0.00080356556952841511 0.00047468561533035012 0.00029125296665976442 0.00029539769774256065 0.00069461270965058368 0.0003352284190409324
leaf_weight=881 23 45 28 60 22 65 33 20 39 71 59 31 20 23 119 21 106 213 20 21 77 464 64 49 379 20 24 57 42 25
leaf_count=881 23 45 28 60 22 65 33 20 39 71 59 31 20 23 119 21 106 213 20 21 77 464 64 49 379 20 24 57 42 25
internal_value=0 0.000423721 0.000773702 0.000592808 0.000783767 0.000337069 0.000388096 0.000439219 0.000733217 0.000534274 0.000818007 0.000742218 0.000810702 0.000774503 0.000699141 0.000185367 0.000392191 0.000749957 0.000766224 0.000585813 0.000771862 0.000760854 0.000769002 0.000259746 0.000784483 0.0006016 0.000413055 0.000369872 0.000792696 0.000225639
internal_weight=0 667 2454 226 2355 441 330 236 951 99 1404 912 1345 464 142 111 183 869 656 43 636 559 528 94 444 53 84 163 421 90
internal_count=3121 667 2454 226 2355 441 330 236 951 99 1404 912 1345 464 142 111 183 869 656 43 636 559 528 94 444 53 84 163 421 90
is_linear=0
shrinkage=0.00196078


Tree=7338
num_leaves=31
num_cat=0
split_feature=1 3 0 12 2 96 12 0 4 4 2 2 40 49 475 157 475 15 475 156 159 159 2 48 48 40 42 42 13 2
split_gain=0.247418 0.0594795 0.039064 0.0352313 0.0294256 0.0273156 0.0261225 0.0271 0.0265932 0.0258658 0.0236086 0.0217695 0.026782 0.019175 0.0221398 0.0376225 0.0287262 0.069035 0.0275781 0.0258848 0.0216329 0.018701 0.0290834 0.0238712 0.0216454 0.0205346 0.0199024 0.031967 0.0464634 0.0343664
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 0.097825000000000009 0.092120000000000021 0.088850000000000026 -0.12529499999999996 -0.13027499999999997 -0.17966999999999997 0.41257000000000005 -0.13033999999999998 0.14753000000000002 0.051255000000000002 0.11560500000000001 -0.088274999999999978 -0.0062799999999999991 -0.084169999999999981 -0.020484999999999996 -0.081774999999999973 0.087400000000000019 0.11389500000000001 0.082585000000000006 0.10882500000000002 0.10168500000000001 0.10668000000000001 -0.08267999999999999 0.075730000000000006 -0.079539999999999986 0.10002500000000002 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 5 10 6 7 -3 -8 -2 -1 12 -10 14 15 -12 17 -16 19 -18 -20 23 -23 25 -25 -6 27 -27 29 -29
right_child=1 2 -4 -5 21 -7 8 -9 11 -11 13 -13 -14 -15 16 -17 18 -19 20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0017560981194643926 0.0043038477722044865 0.0015923538511352882 -0.0023978714298989092 -0.0014808863086660429 0.0010422818140969389 -0.0013554226839914919 0.0053045273389822492 0.0061363218525158506 0.0025197429331684403 0.0020464480775695269 0.00044126194635672235 -0.0001580508691878767 -0.00098450802179286269 0.0024936988658737394 0.011229826959082858 0.005778451220132411 0.0049386960089854576 0.0051304676400428031 0.0050757839710932496 0.00024406138400081547 0.0026854499920796701 0.0061543649285330732 0.0026988795775017057 -0.00063053936813957986 0.0033100428221666299 0.005095659240591105 0.0047847587144901043 0.0008304629928599567 -0.0014398901723325253 0.0042062327538177555
leaf_weight=24 192 21 21 27 21 20 24 35 239 69 28 46 24 32 25 25 23 72 1297 24 39 93 33 20 46 99 308 39 22 133
leaf_count=24 192 21 21 27 21 20 24 35 239 69 28 46 24 32 25 25 23 72 1297 24 39 93 33 20 46 99 308 39 22 133
internal_value=0 0.0025027 0.00181486 0.00201777 0.00461825 0.00224873 0.00243403 0.00443233 0.00209798 0.00370706 0.00486871 0.00184893 0.00219996 0.00491644 0.00496701 0.0029588 0.00503893 0.00670247 0.00492225 0.00254144 0.00500601 0.00412933 0.00524936 0.00392421 0.00211593 0.00411608 0.00422349 0.00363348 0.00288732 0.0034408
internal_weight=0 718 457 436 2403 409 389 56 333 261 1589 309 263 1565 1533 53 1480 97 1383 47 1336 814 126 688 66 622 601 293 194 172
internal_count=3121 718 457 436 2403 409 389 56 333 261 1589 309 263 1565 1533 53 1480 97 1383 47 1336 814 126 688 66 622 601 293 194 172
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=31
num_cat=0
split_feature=1 2 0 124 3 12 14 14 132 34 2 42 13 49 158 1456 159 43 484 49 4 51 484 481 160 49 1429 2 49 1209
split_gain=0.200802 0.0570859 0.0395073 0.0322999 0.0303313 0.0312204 0.0281268 0.0263281 0.0236039 0.0213297 0.0385932 0.0212219 0.0209113 0.0225074 0.0196453 0.0252051 0.0225521 0.0517161 0.0203536 0.0291903 0.0238057 0.0312756 0.0225637 0.0258381 0.0254292 0.0199156 0.0507121 0.0517567 0.0472476 0.0294414
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -0.083859999999999976 0.31370500000000007 -0.42850999999999995 0.076175000000000007 -1.0000000180025095e-35 0.10240500000000001 -0.021334999999999996 0.11510000000000002 -0.0060199999999999993 -0.088854999999999976 0.13984500000000002 0.11817500000000002 -1.0000000180025095e-35 0.11389500000000001 -0.078139999999999973 -0.084899999999999989 -0.008624999999999999 -0.069999999999999993 -0.0090899999999999991 -0.081869999999999984 -0.086354999999999987 -0.55323499999999981 0.085970000000000005 0.057970000000000008 0.086825000000000013 0.088340000000000016 0.083050000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 11 9 -6 14 -3 12 -2 -11 -1 -4 -14 16 -16 18 -18 19 -5 -21 -22 -20 -24 -25 26 29 -28 -27 -26
right_child=4 2 8 6 5 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 22 20 21 -23 23 24 25 28 27 -29 -30 -31
leaf_value=0.0049529213591345718 -9.8638393547992371e-06 0.0051714419259224088 0.0020419562246707644 0.0075272161512244078 0.0023111356915358236 -0.0015304191306183515 0.006131354808184622 0.0012855753020095803 0.00096490687931016577 0.0041593760891573328 0.0014613448520055198 0.0012252833808556066 0.004289617071758769 0.00083937248913571242 0.0089622456068173054 0.0043141922414568924 -0.0016230838689287857 0.0052407317101429013 0.0011104382710376134 0.0063687749705169097 0.0061044640994320316 0.0018169689043450333 0.0072670421666569179 0.0011046412521628318 0.004042824711148205 0.008321706623757712 -0.0019212730746302341 0.0033508492941230848 0.004446203717706816 0.0055622180906723592
leaf_weight=21 43 20 57 44 34 56 83 136 31 82 150 56 346 20 20 28 21 23 24 43 27 46 27 27 1179 37 27 60 210 143
leaf_count=21 43 20 57 44 34 56 83 136 31 82 150 56 346 20 20 28 21 23 24 43 27 46 27 27 1179 37 27 60 210 143
internal_value=0 0.00401031 0.00315667 0.00425295 0.00151431 -7.91651e-05 0.0043278 0.00178376 0.00362841 0.00203581 0.00241496 0.00224191 0.00382361 0.00410108 0.00425242 0.00625088 0.00420292 0.00196482 0.00425492 0.0053341 0.00450223 0.00340275 0.00415534 0.00419807 0.00414884 0.00419847 0.00405327 0.00171467 0.00502674 0.00420718
internal_weight=0 2756 610 2146 365 90 2069 156 454 275 232 77 423 366 1986 48 1938 44 1894 160 116 73 1734 1710 1683 1656 1409 87 247 1322
internal_count=3121 2756 610 2146 365 90 2069 156 454 275 232 77 423 366 1986 48 1938 44 1894 160 116 73 1734 1710 1683 1656 1409 87 247 1322
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=31
num_cat=0
split_feature=4 3 9 2 44 48 123 4 3 3 15 43 15 1 43 43 0 43 133 42 160 43 128 128 0 43 16 403 133 4
split_gain=0.167387 0.0542682 0.0400386 0.0320593 0.0317257 0.0310854 0.0288218 0.0260489 0.0387965 0.0284554 0.0710695 0.025525 0.0390034 0.0249746 0.0245424 0.0313741 0.0520577 0.0364185 0.0673216 0.061106 0.0315542 0.0302405 0.0299486 0.0300079 0.0252689 0.0216788 0.0323106 0.0212117 0.0227454 0.0298002
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 1.0000000180025095e-35 0.14871000000000004 0.083965000000000012 -0.068329999999999988 -0.15121499999999996 0.095270000000000007 -0.026084999999999994 0.26450500000000005 0.090325000000000003 0.08592000000000001 0.0051600000000000005 -0.036954999999999995 -0.073574999999999988 -0.023869999999999995 0.032270000000000007 0.090835000000000013 -0.081399999999999986 -0.041739999999999992 0.09585500000000001 0.079650000000000012 0.14486500000000005 0.10915000000000001 -0.091354999999999978 1.0000000180025095e-35 0.51314000000000015 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 13 5 7 -1 11 -9 -10 -11 14 -13 -2 15 16 22 -17 -19 -20 -18 24 23 -4 -22 26 -16 28 29 -28
right_child=3 -3 4 -5 -6 -7 -8 8 9 10 -12 12 -14 -15 25 17 20 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018344288945875385 0.0043712037025640414 0.00092798777579246978 0.0042737457165289757 -0.0021658229059539737 0.0065038022244485426 -0.00022704136499669404 0.0030835121977501193 -0.00046217252500355247 0.0036031883204164037 0.0042068349789587955 -0.0032799434526601719 0.0096938286488875754 0.0035233537999114824 0.001354900937190066 -0.0010103771739522927 0.0080025910227108869 -0.0016729504002300514 0.004832437150473194 -0.0025173002257943156 0.0046248412873272013 0.0046522909509597943 -0.00072005512722005897 0.0008366364623804617 0.0083225976326502856 0.00048070442280732098 0.0049946326081855945 0.0032438719367039286 0.0010587862198794815 0.0010706346319057046 0.007983957985249748
leaf_weight=22 30 73 216 24 41 20 26 25 1330 32 21 20 21 323 24 31 22 481 25 23 53 22 23 20 20 39 36 37 20 21
leaf_count=22 30 73 216 24 41 20 26 25 1330 32 21 20 21 323 24 31 22 481 25 23 53 22 23 20 20 39 36 37 20 21
internal_value=0 0.00361801 0.00369153 0.00137079 0.00374391 0.00370008 0.000829456 0.00373074 0.00344206 0.00351264 0.00124038 0.00408295 0.00653334 0.00161124 0.00399268 0.00419689 0.00349033 0.00467129 0.00447607 0.000904976 0.00173965 0.00252994 0.00428117 0.00461687 0.00350939 0.00291284 0.0023245 0.00302658 0.00397215 0.00499022
internal_weight=0 2744 2671 377 2623 2582 48 2562 1408 1383 53 1154 41 353 1113 936 376 560 529 48 117 95 259 236 73 177 138 114 77 57
internal_count=3121 2744 2671 377 2623 2582 48 2562 1408 1383 53 1154 41 353 1113 936 376 560 529 48 117 95 259 236 73 177 138 114 77 57
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 4 14 4 2 0 2 1 49 4 15 1 3 0 50 1 2 43 0 13 3 15 12
split_gain=11.2212 1.44699 1.27167 0.730014 0.599981 0.567995 0.418956 0.34508 0.337526 0.326066 0.300579 0.265353 0.226731 0.224355 0.180058 0.166743 0.159634 0.262424 0.143361 0.12449 0.128276 0.12349 0.115772 0.114497 0.112604 0.1324 0.109436 0.134285 0.0978231 0.0936854
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 -0.17966999999999997 0.076175000000000007 0.27834500000000006 0.10803500000000001 -0.23194499999999998 0.089885000000000007 0.10124500000000002 -0.012034999999999999 -0.059649999999999988 -0.03241999999999999 0.12958500000000003 -0.14847999999999997 -0.13027499999999997 0.041865000000000006 0.12000500000000001 0.10402500000000002 -0.04890499999999999 -0.23001499999999997 -1.0000000180025095e-35 0.12745000000000004 -0.089964999999999976 0.08815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 12 7 9 22 -6 10 13 18 -1 29 23 -2 -14 -18 -9 -15 -21 28 -3 24 -10 -26 -13 -28 -7 -4
right_child=1 5 6 -5 8 21 -8 11 14 -11 -12 26 16 19 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00071375738836014762 0.00032580353830959281 0.00024003337428058966 0.00059787161205523379 0.00023709490585755843 0.00056793373537583863 6.2908817759758213e-05 0.00035823819557699376 0.00051730178502419849 0.00032871477514588864 0.000707641991717382 0.00032520624279391532 0.00018991154469241741 0.00057256260935318205 0.00061560238868582488 0.00027994842855034194 0.00052334275763586658 0.00051063217580226187 0.00028242025851675197 0.00028792816406006324 0.00038053530410113012 0.00053624612364568092 0.00017802343074496427 8.1004826982842624e-05 0.00027025444250480801 0.00037747445335705034 0.00056261896303524527 0.00022371800385668537 0.00040385456382894684 -8.8963418727518189e-05 0.00056357968544995421
leaf_weight=22 20 24 701 74 31 63 37 22 28 63 20 94 73 75 85 92 76 26 20 21 648 26 66 21 27 33 41 26 22 544
leaf_count=22 20 24 701 74 31 63 37 22 28 63 20 94 73 75 85 92 76 26 20 21 648 26 66 21 27 33 41 26 22 544
internal_value=0 0.000245108 0.000545387 0.000388218 0.000447132 0.000179221 0.000565047 0.000224473 0.000377952 0.00056874 0.000564384 0.000269279 0.000526146 0.000566789 0.000347594 0.000488068 0.00050256 0.000452461 0.000408076 0.000539851 0.000531358 5.97718e-05 0.000123412 0.000400345 0.000431389 0.000479304 0.00023307 0.000293622 2.36007e-05 0.000582888
internal_weight=0 590 2531 186 422 404 2109 293 225 2072 2009 203 197 1989 194 112 175 102 42 744 669 111 90 109 88 60 161 67 85 1245
internal_count=3121 590 2531 186 422 404 2109 293 225 2072 2009 203 197 1989 194 112 175 102 42 744 669 111 90 109 88 60 161 67 85 1245
is_linear=0
shrinkage=0.00196078


Tree=7342
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 10 1 4 2 3 52 1 0 14 0 14 49 0 4 16 16 42 47 1 16 47
split_gain=13.9069 2.32048 1.52595 1.27197 0.804557 0.714584 0.598232 0.424352 0.422159 0.390255 0.389012 0.383972 0.333785 0.198413 0.168242 0.162433 0.13726 0.132063 0.130841 0.110831 0.0997918 0.0993724 0.0985117 0.0967365 0.171812 0.162473 0.0896499 0.0908009 0.0984401 0.0859992
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 -0.014199999999999999 0.09253500000000002 0.40945500000000007 0.089885000000000007 0.30112000000000005 -0.56176499999999996 0.085110000000000005 -0.22491999999999998 -0.45687499999999998 -0.098289999999999975 0.096015000000000017 0.10595500000000001 -0.059114999999999994 0.0082450000000000006 0.013515000000000001 0.083160000000000026 0.086555000000000007 0.090100000000000013 0.11669000000000002 -0.29154999999999992 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 8 -6 12 21 -5 13 15 -11 -14 23 -16 -13 -17 -10 29 -4 -20 -1 -25 -26 27 28 -3 -18
right_child=1 2 9 10 7 -7 -8 -9 19 11 -12 17 14 -15 16 18 20 -19 22 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00078166899136356146 0.00073721023206364616 0.00048082684184990674 0.00019556568193325057 0.00067687949440694466 0.00068775784513365002 0.00050018584030719166 0.00043395450658292747 0.00041579646994268482 0.00092514400618592095 0.00045074774147242197 0.00041663139140238613 0.00037291643464543015 0.00082639153356905341 0.00023613197284081614 0.00056576190412196026 0.000634686368061047 0.00071222074631362414 0.0002031043968717131 0.00074802372941217552 0.00076785498386967215 0.0006540377894049611 2.8847440666016582e-05 0.00061014100742273303 0.00055823907687439192 0.00082759747253264215 0.00061519699134663037 0.00048959902213776814 0.00029816118499538676 0.00036850733659904103 0.00081962797182058198
leaf_weight=792 74 42 28 34 71 48 24 32 61 67 63 21 45 22 27 50 642 109 388 24 113 27 21 21 45 20 32 43 105 30
leaf_count=792 74 42 28 34 71 48 24 32 61 67 63 21 45 22 27 50 642 109 388 24 113 27 21 21 45 20 32 43 105 30
internal_value=0 0.000409636 0.000369168 0.000727893 0.000460038 0.000736972 0.000741907 0.000603265 0.00074515 0.000261384 0.000507852 0.000298469 0.000739898 0.000397697 0.00070969 0.00075926 0.000703222 0.000230536 0.000729369 0.000880733 0.00070795 0.000113722 0.000740944 0.000774887 0.000712428 0.000762243 0.000393586 0.000377415 0.000400599 0.000717016
internal_weight=0 673 599 2448 325 2351 2303 103 2279 274 97 219 2194 89 857 1337 812 130 459 85 785 55 409 878 86 65 222 190 147 672
internal_count=3121 673 599 2448 325 2351 2303 103 2279 274 97 219 2194 89 857 1337 812 130 459 85 785 55 409 878 86 65 222 190 147 672
is_linear=0
shrinkage=0.00196078


Tree=7343
num_leaves=31
num_cat=0
split_feature=1 1 16 43 2 1447 1 4 0 130 0 12 12 52 49 15 15 1 2 49 456 0 159 13 483 1429 484 1447 52 160
split_gain=0.222991 0.0571638 0.0425235 0.02989 0.026754 0.0250857 0.0226769 0.0467813 0.0930603 0.0279307 0.0279361 0.0218231 0.024988 0.0312318 0.0218218 0.0298334 0.0340155 0.0213123 0.0202972 0.0196418 0.0203443 0.0190596 0.018323 0.0240487 0.0249674 0.0244429 0.0404525 0.0235401 0.0443227 0.0259195
threshold=0.10293500000000001 0.13707500000000003 0.13751500000000003 0.084740000000000024 0.090425000000000019 -0.082954999999999987 0.086255000000000012 -0.16363499999999997 -0.14226499999999997 -0.074144999999999989 0.18019500000000002 0.11734000000000001 0.10711000000000002 0.17829500000000004 -1.0000000180025095e-35 -0.30407999999999996 -0.43375999999999998 1.0000000180025095e-35 -0.13033999999999998 0.11902500000000002 0.099750000000000019 -0.057069999999999989 0.11389500000000001 -0.11122999999999998 -0.091839999999999991 0.084770000000000012 0.073690000000000019 -0.085754999999999984 0.11277500000000001 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 18 -6 9 -8 -9 -7 17 12 13 -2 -3 16 -16 -11 -1 20 22 -17 23 -20 -25 27 -27 28 -26 -29
right_child=1 14 -4 -5 5 6 7 8 -10 10 -12 -13 -14 -15 15 21 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.001641865997490558 0.0018122206750871832 -0.0016373471116587039 0.0044361853000053205 0.0051559114324239395 0.0064190319199769882 0.0075801463014530867 0.0052129921999395541 0.0031493745558691445 -0.0045223337420750229 0.0039569874881855531 0.00027791060274466871 0.0053687604580773046 -0.0014608083839993925 0.0045750828563889609 0.0017845565951511004 0.0057476282393326989 -0.0022119664860998883 0.0067715516488533467 0.0071814209170406682 0.0017374983586540276 0.0078379632572510415 0.0014822784620760518 0.002645116839024316 0.0073272414804835401 0.004580042850191487 0.0051436111543859755 0.00026342655659060589 0.0077313772286288444 -0.0010406097490340471 0.0047525611414646453
leaf_weight=22 316 31 133 36 40 22 46 64 21 687 20 20 20 47 57 20 34 28 40 22 21 22 42 35 47 35 33 30 20 1110
leaf_count=22 316 31 133 36 40 22 46 64 21 687 20 20 20 47 57 20 34 28 40 22 21 22 42 35 47 35 33 30 20 1110
internal_value=0 0.00239782 0.00286971 0.00239513 0.00438898 0.00396932 0.00385897 0.00264419 0.00125401 0.00406919 0.0039641 0.00214851 0.00198035 0.00216995 0.000751938 0.00130884 0.00029135 0.00406721 0.00465628 0.0047025 0.00474866 0.0035134 0.00470205 0.00476605 0.0046923 0.00461996 0.00277529 0.00472389 0.00290224 0.00483095
internal_weight=0 736 572 439 2385 928 888 131 85 757 735 403 383 363 164 133 91 715 1457 1435 1413 42 1392 1350 1310 1275 68 1207 67 1140
internal_count=3121 736 572 439 2385 928 888 131 85 757 735 403 383 363 164 133 91 715 1457 1435 1413 42 1392 1350 1310 1275 68 1207 67 1140
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 1 4 49 4 1 15 2 1 0 2 15 0 40 4 49 43 16 16
split_gain=10.2481 1.65774 0.832601 0.701656 0.674814 0.545089 0.353487 0.302255 0.263882 0.2933 0.248728 0.22234 0.187086 0.190912 0.156884 0.149764 0.20903 0.1642 0.136812 0.119117 0.117838 0.100472 0.111601 0.0911067 0.089596 0.0870016 0.127977 0.0869545 0.0858314 0.176752
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.089885000000000007 0.14285500000000004 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.085345000000000018 0.0067750000000000006 -0.054984999999999992 -0.013514999999999998 0.086920000000000011 -0.15914499999999995 0.31358000000000003 0.11654500000000001 -0.10324499999999999 0.11411 -0.41942499999999994 0.18019500000000002 -0.077474999999999988 0.42642000000000008 -0.054984999999999992 0.05259500000000001 0.013515000000000001 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 11 15 24 -9 -10 -4 12 28 20 -2 23 -17 -18 -6 25 -14 -5 -23 27 -3 26 -11 -7 -1 -30
right_child=1 4 10 21 18 6 -8 8 9 19 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00066013428358518533 0.00040793351150343035 0.00027695208239320398 0.00056481898591489532 0.00041957884122117419 0.00017164099328291908 0.00063186798307681043 0.00039829463272342855 0.0005557341095891431 0.00050778284936753748 0.00041297126965298645 0.00035552865775000889 0.00075998074090651154 0.00048844221482674283 0.0004905550609543627 0.00058079570162594457 0.00057682903240685059 0.00056508543225480064 0.00032452632600039828 7.6599415492204877e-06 0.00024610314329753309 0.00062736179118988802 0.00036229164899403055 0.00018352297778405686 0.00048291736592849098 0.00015776167754508725 0.00045220200603233519 0.00026411090751150601 0.00056556687354387145 0.00043857986617043792 0.00064511309304250816
leaf_weight=794 24 48 34 31 71 366 39 21 30 34 61 59 25 50 127 370 20 24 27 89 385 29 25 20 49 22 64 96 21 66
leaf_count=794 24 48 34 31 71 366 39 21 30 34 61 59 25 50 127 370 20 24 27 89 385 29 25 20 49 22 64 96 21 66
internal_value=0 0.000339754 0.000610372 0.000473106 0.000270587 0.000617693 0.000581034 0.00031015 0.000344999 0.000326482 0.000430433 0.000642176 0.000636993 0.000604942 0.000553321 0.000588988 0.000561635 0.000433871 0.000126463 0.000300458 0.000618891 0.000330606 0.000279528 0.000612482 0.000216742 0.000340771 0.000315756 0.000618091 0.000653728 0.00059526
internal_weight=0 691 2430 236 455 2335 935 357 260 239 95 1400 1341 460 151 896 414 44 98 209 410 85 54 482 97 120 98 462 881 87
internal_count=3121 691 2430 236 455 2335 935 357 260 239 95 1400 1341 460 151 896 414 44 98 209 410 85 54 482 97 120 98 462 881 87
is_linear=0
shrinkage=0.00196078


Tree=7345
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 1 4 2 457 2 4 1 12 16 475 4 131 2 15 47 1 3 43 2 4 0 3 16
split_gain=18.3218 2.4236 2.15676 1.37259 1.20997 0.769694 0.670232 0.521868 0.482554 0.468825 0.518033 0.434687 0.447679 0.284456 0.272346 0.270674 0.20861 0.200188 0.196737 0.193644 0.192758 0.169693 0.165789 0.156296 0.151698 0.268916 0.148868 0.134086 0.234821 0.191269
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.076175000000000007 0.077845000000000011 0.04735000000000001 0.14960000000000004 0.080930000000000016 0.14285500000000004 0.27834500000000006 0.089625000000000024 0.085885000000000017 -0.040964999999999994 -0.069854999999999987 -0.55119499999999988 0.082750000000000004 0.089885000000000007 -0.41396999999999995 0.08265500000000002 0.14173500000000003 -0.017889999999999996 -0.04890499999999999 0.11177500000000001 0.40124500000000002 -0.076579999999999995 0.086245000000000016 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 6 11 13 -4 -5 10 16 12 -3 17 21 -7 -6 -1 20 27 -13 -15 -22 -14 -2 -26 -10 28 -19 -29
right_child=1 5 7 8 9 15 -8 -9 26 -11 -12 18 23 14 -16 -17 -18 19 -20 -21 22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0010355672601497533 0.00037702644669062116 0.00049059190793745175 0.00077558565644823862 0.00084635138835142314 0.00087063010168868878 0.00037702953467544132 0.0010248862432711053 0.00046601928408617827 0.00068319675301303383 0.00048010123849370225 0.00051778915521904676 0.00022149528955030286 0.00036303781892106033 0.00061093586546352968 0.00081494539314816634 0.00067469766546113816 0.00075073931359629145 0.00087118083618465292 0.00032648561741499343 0.00081291970176616932 0.00013826011190983288 0.000819589527665825 -0.00010270880488287501 0.0001989704570657584 0.00068433490082116905 0.00044019633609247461 0.00049322598120745494 0.0006204543730903184 0.00067072520659758512 0.00087669181813991148
leaf_weight=22 77 43 28 56 66 23 77 83 35 26 34 33 33 47 281 24 361 971 20 445 23 22 21 69 22 82 29 21 23 24
leaf_count=22 77 43 28 56 66 23 77 83 35 26 34 33 33 47 281 24 361 971 20 445 23 22 21 69 22 82 29 21 23 24
internal_value=0 0.000427669 0.000811366 0.000550809 0.000823625 0.000299416 0.000845632 0.000544108 0.000713426 0.000736275 0.000750723 0.000254822 0.000322791 0.000838195 0.000787842 0.00052903 0.00076927 0.000849897 0.000153218 0.000847145 0.000108214 0.000677463 2.32522e-05 0.000252051 0.000442997 0.000491841 0.000597116 0.000861803 0.000866543 0.000757114
internal_weight=0 590 2531 301 2420 289 1933 111 120 487 461 242 145 1856 350 47 427 1506 97 1484 77 69 44 102 181 104 64 1039 994 45
internal_count=3121 590 2531 301 2420 289 1933 111 120 487 461 242 145 1856 350 47 427 1506 97 1484 77 69 44 102 181 104 64 1039 994 45
is_linear=0
shrinkage=0.00196078


Tree=7346
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 1 43 0 49 2 4 1 2 150 49 12 1 4 52 4 4 3 1 0 43 1 0 11
split_gain=20.5079 3.17472 1.75321 1.51381 1.09084 1.07206 0.735799 0.583645 0.576726 0.422891 0.563887 0.422845 0.383988 0.341989 0.306052 0.305364 0.297499 0.264449 0.25403 0.241199 0.240435 0.219013 0.203008 0.196852 0.139481 0.123354 0.173384 0.122468 0.208966 0.110792
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.098630000000000009 0.062655000000000016 0.092845000000000025 -0.025214999999999998 -0.10607499999999999 0.082865000000000008 0.14285500000000004 0.0067750000000000006 0.083345000000000016 0.11177500000000001 1.0000000180025095e-35 -0.054984999999999992 0.08815000000000002 0.12205500000000001 -0.51843499999999987 0.048770000000000008 0.27044500000000005 -0.029144999999999997 -0.13927999999999999 0.13075500000000004 -0.064339999999999994 -0.065269999999999981 0.076935000000000017 -0.030209999999999997 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 8 6 9 -4 18 10 13 15 17 -1 21 27 -2 19 -3 -11 -6 -10 -16 -21 -5 -19 -27 28 -7 -18
right_child=1 4 7 24 20 11 -8 -9 14 12 -12 -13 -14 -15 22 -17 29 25 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00082401667693540682 0.00055623201459633525 0.00039997570283134803 0.00077230792964458719 0.00047996758331173386 8.476743972221133e-05 0.0007940842531622477 0.0010577199605780858 0.00045918595015369599 0.00068416001322941893 0.0011096630248925488 0.00097474183688978523 0.00056898065975199042 0.00075305260657714164 0.00059861526356765591 0.00060444810610337592 0.00059111587110118567 0.00076241561870519061 0.00085725344115645109 0.00025264514773017311 0.00070469133701978937 0.00029310755611041772 0.00043178679001535855 0.00038709889693710456 0.00090179357926011916 0.0003031008525331523 0.0006156136548402263 0.00086523926700167637 0.00085904287763467117 0.00062206862068254186 0.00089441697696500996
leaf_weight=43 23 89 37 60 57 286 76 60 39 21 35 39 102 65 20 30 87 718 91 20 34 20 95 751 24 20 23 92 30 34
leaf_count=43 23 89 37 60 57 286 76 60 39 21 35 39 102 65 20 30 87 718 91 20 34 20 95 751 24 20 23 92 30 34
internal_value=0 0.000450481 0.000836958 0.000638623 0.000354084 0.000847617 0.000868741 0.000578624 0.000403305 0.000860753 0.000758452 0.000764624 0.000869593 0.000688358 0.000483801 0.000782045 0.000760651 0.000877247 0.000325492 0.000902328 0.000162609 0.00059861 0.000424899 0.000896681 0.000429434 0.000851144 0.000749134 0.000796084 0.000777754 0.000799507
internal_weight=0 673 2448 228 445 2351 1874 97 354 1798 143 477 1655 108 174 438 144 1553 180 792 91 59 115 771 84 761 43 408 316 121
internal_count=3121 673 2448 228 445 2351 1874 97 354 1798 143 477 1655 108 174 438 144 1553 180 792 91 59 115 771 84 761 43 408 316 121
is_linear=0
shrinkage=0.00196078


Tree=7347
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 4 2 14 1 2 2 4 4 1 0 1 50 49 2 133 2 0 1 47 2 13 15 16 42 43
split_gain=20.6048 2.30631 2.26154 1.81829 1.33011 1.04809 0.924225 0.689023 0.546815 0.50166 0.384086 0.324775 0.320544 0.279544 0.406146 0.242825 0.229842 0.223494 0.22021 0.184042 0.172924 0.163435 0.163205 0.152157 0.138597 0.138436 0.134524 0.105921 0.192511 0.103718
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.27044500000000005 0.095545000000000005 0.076175000000000007 0.092845000000000025 0.14285500000000004 -1.0000000180025095e-35 -0.062539999999999984 -0.013514999999999998 0.086920000000000011 -0.23001499999999997 0.093100000000000002 0.041865000000000006 -0.012034999999999999 0.10803500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14486500000000005 0.12040000000000002 0.090280000000000013 0.087625000000000022 -1.0000000180025095e-35 -0.089964999999999976 0.0073350000000000004 0.083865000000000009 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 17 7 13 -4 12 22 -12 21 24 -15 -14 26 -5 -13 -20 -16 29 -2 -19 27 -21 -3 -1 -29 -8
right_child=1 16 8 5 -6 -7 9 -9 -10 -11 11 18 15 14 20 -17 -18 23 19 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00088002705119322384 0.00039132401536699286 0.000168321560110225 0.00072597880242170326 0.00054472591764494487 0.00048361964604953279 0.00037667387383641366 0.00084988439923148855 0.0010388987313010674 0.00043403808433201238 0.00054343326832928692 0.00064612198123001157 0.00055460217943628957 0.00074289895410248363 0.00054298809873224417 0.00067204731178707353 0.00054959533279579054 0.00031804382350612311 0.00088279693040485476 0.00019015790237223403 0.00033896596733903634 0.00082201285301669092 0.00067955850470978419 0.00021400742482322076 0.00071631412974344929 0.00083116534293866632 0.00046445480418757379 9.8318073292784869e-06 0.00088701347664963683 0.00065332882087248978 0.00076181598014220318
leaf_weight=629 29 71 37 20 45 44 221 69 74 39 22 28 232 23 32 28 30 32 20 81 388 31 64 62 560 58 29 33 23 67
leaf_count=629 29 71 37 20 45 44 221 69 74 39 22 28 232 23 32 28 30 32 20 81 388 31 64 62 560 58 29 33 23 67
internal_value=0 0.000398123 0.000805025 0.000463294 0.000817577 0.000633729 0.000823905 0.000846845 0.000531352 0.000758685 0.000374126 0.000420772 0.000773184 0.000838995 0.000796694 0.000722082 0.000167517 0.000732943 0.00039426 0.000366024 0.000810587 0.000814835 0.0002693 0.000772989 0.000854046 0.000391328 0.00012236 0.000872752 0.000791036 0.000829396
internal_weight=0 590 2531 460 2420 158 2375 1757 111 618 302 209 579 1688 443 260 130 114 187 159 420 319 93 94 1245 139 100 685 56 288
internal_count=3121 590 2531 460 2420 158 2375 1757 111 618 302 209 579 1688 443 260 130 114 187 159 420 319 93 94 1245 139 100 685 56 288
is_linear=0
shrinkage=0.00196078


Tree=7348
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 14 15 14 47 1 47 1 4 3 0 1 13 1 0 16 1 3 1 124
split_gain=19.2363 2.32523 2.07119 1.20897 1.19858 0.910201 0.741819 0.707064 0.535216 0.504207 0.352229 0.335806 0.299616 0.268253 0.25914 0.256494 0.246375 0.202268 0.173415 0.181895 0.216396 0.164179 0.163476 0.159531 0.150231 0.154288 0.142753 0.135291 0.13382 0.129373
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.022185000000000003 0.076175000000000007 0.13592500000000005 0.062655000000000016 0.091680000000000011 0.12958500000000003 0.077555000000000013 0.16175000000000003 -0.42529999999999996 0.092670000000000016 -0.071924999999999989 0.122715 -1.0000000180025095e-35 0.12000500000000001 -0.11173999999999999 -0.43320999999999993 0.10124500000000002 0.12745000000000004 0.13075500000000004 -0.072314999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 13 8 11 -6 23 15 12 24 -8 16 26 -10 18 -7 -1 20 -20 -2 -11 -3 25 -4 29 -24 -5 -9
right_child=1 5 6 28 7 17 10 14 9 22 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068534639978383536 0.00060872932943981247 0.00023924458849554261 0.00067723375909468702 0.0002991475176668781 0.00069307335743717122 6.014369557508164e-05 0.00065491069012266309 0.00030737841643356517 0.00062143155730556886 0.00018134561259113309 0.00054694607400328991 0.00086737686969841625 0.00041702747706716913 0.00082195942653691704 0.00051629289856285412 0.00031462342313983864 0.00075016492137721942 -0.0001535657418493519 0.00061574952690173173 0.00038980071560717095 0.00041508065034772659 0.00043734934582721953 0.0002379365446882114 5.25651851313275e-05 0.00070150106409673052 0.00046464228162578506 0.00025860112077254226 0.00041874686542611858 0.00012102634402515452 0.00049563234737690759
leaf_weight=37 83 24 35 50 28 90 664 32 22 94 166 46 21 22 31 20 33 21 88 27 27 29 41 66 1156 21 72 26 24 25
leaf_count=37 83 24 35 50 28 90 664 32 22 94 166 46 21 22 31 20 33 21 88 27 27 29 41 66 1156 21 72 26 24 25
internal_value=0 0.000254444 0.000647601 0.000435858 0.000522207 0.000170922 0.000672692 0.000405624 0.000228206 0.000284006 0.00062798 0.000702937 0.000647618 0.000615872 0.00035532 0.000475332 0.000594486 1.97122e-05 0.000565785 0.000534632 0.000568636 0.000564354 0.000234095 0.000102346 0.000696696 0.000597512 0.000316637 0.000308102 0.000241378 0.000389946
internal_weight=0 590 2531 186 422 404 2109 188 293 203 851 1258 685 234 160 42 212 111 179 142 115 112 161 90 1212 56 129 67 74 57
internal_count=3121 590 2531 186 422 404 2109 188 293 203 851 1258 685 234 160 42 212 111 179 142 115 112 161 90 1212 56 129 67 74 57
is_linear=0
shrinkage=0.00196078


Tree=7349
num_leaves=31
num_cat=0
split_feature=1 4 123 150 2 2 2 14 457 43 49 2 47 43 131 13 3 1 1 0 15 51 13 1444 480 2 2 12 16 403
split_gain=0.546394 0.0866791 0.077771 0.0581626 0.0474766 0.0395474 0.0372667 0.0326536 0.0301789 0.0294143 0.0333073 0.0293424 0.0270578 0.0270054 0.0266564 0.02559 0.0425434 0.0301293 0.0255549 0.0489245 0.0444288 0.0508282 0.0278931 0.0265454 0.0450487 0.0265168 0.0328305 0.059608 0.0722856 0.0291434
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.084680000000000019 0.10045500000000002 0.25063000000000007 1.0000000180025095e-35 0.076975000000000002 0.080930000000000016 -1.0000000180025095e-35 0.092185000000000017 0.13501500000000002 0.11370000000000001 -0.085594999999999991 0.09031500000000002 0.10820000000000002 -0.12018999999999998 0.12000500000000001 0.085605000000000014 -0.10607499999999999 -0.095869999999999983 0.086685000000000012 -0.14819499999999997 -0.083894999999999983 -0.068944999999999992 0.079055000000000014 0.084055000000000005 0.083785000000000012 -0.081779999999999978 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 7 15 12 18 11 -8 -11 -6 14 -4 -2 16 -3 -18 22 20 -20 -22 -1 -24 -25 -26 27 -27 -29 -28
right_child=1 5 13 -5 8 -7 9 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 24 25 26 29 28 -30 -31
leaf_value=0.010509287793189288 0.0098235354492706914 0.0059666147565140444 0.0069379217066203383 0.0022452993013380696 0.0064511919700070532 -0.001896665441260363 0.0010336833576170298 0.009083344795630853 0.0032548789726876606 0.0078416979881003514 0.0030334563241066303 0.0038419180838294175 0.0048505226988820559 0.0033910722241157405 0.0056839430305574631 -0.0004972232854925096 0.0042584240741847202 0.0013772915944822931 0.0068754951437485631 0.0067529218071485765 -0.0018299652566201984 0.0052994222100824122 0.0035220744577236472 0.011090204541988929 0.0044663298069625287 0.011485171630435314 0.0045995292572721764 0.0090570325992852096 0.0024420662152503311 0.0071190102756761679
leaf_weight=25 35 34 28 82 422 24 26 76 38 25 34 48 49 92 28 28 49 140 29 455 20 20 20 29 37 48 48 53 24 1055
leaf_count=25 35 34 28 82 422 24 26 76 38 25 34 48 49 92 28 28 49 140 29 455 20 20 20 29 37 48 48 53 24 1055
internal_value=0 0.00324138 0.00670422 0.00448323 0.00682611 0.00198148 0.00541475 0.00705157 0.00596555 0.00383595 0.00507085 0.00618471 0.00661294 0.00421867 0.00798372 0.0023523 0.00271008 0.00212425 0.00696868 0.00637664 0.00389534 0.00173473 0.00720037 0.00713742 0.0071933 0.00710396 0.00718343 0.00871936 0.00699522 0.00700937
internal_weight=0 554 2567 279 2447 275 197 1939 508 85 59 470 112 120 63 251 223 189 1863 524 69 40 1339 1314 1294 1265 1228 125 77 1103
internal_count=3121 554 2567 279 2447 275 197 1939 508 85 59 470 112 120 63 251 223 189 1863 524 69 40 1339 1314 1294 1265 1228 125 77 1103
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 15 3 3 4 4 13 4 15 3 3 0 52 3 15 12 16 16 0 159 160 4 13
split_gain=13.6306 2.33582 1.36245 1.18093 0.710954 0.704935 0.581637 0.411523 0.388883 0.360169 0.327555 0.309987 0.28352 0.211514 0.183937 0.247107 0.318612 0.198469 0.178714 0.176092 0.16679 0.161096 0.138662 0.137357 0.10234 0.093908 0.0913677 0.142039 0.0898594 0.0896575
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.092845000000000025 0.024640000000000006 0.30112000000000005 0.10299500000000002 0.40473500000000007 0.27834500000000006 -0.077799999999999994 -0.49013999999999996 -0.12563999999999997 0.090900000000000009 -0.12711499999999995 -0.057069999999999989 0.048770000000000008 -0.053259999999999995 0.087685000000000013 0.085565000000000016 -0.25582999999999995 -0.008904999999999998 -0.010949999999999998 0.082585000000000006 -1.0000000180025095e-35 -0.03898999999999999 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 26 6 8 -5 12 10 20 -6 13 18 -15 -16 17 22 -1 29 23 24 -17 -4 -10 -7 27 -3 -2 -11
right_child=1 2 9 7 11 25 -8 -9 21 19 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073764469137711861 0.00076975397933777545 0.00055239600560549277 0.00025255966809310674 0.00066041920840479611 0.00064743127837721859 0.00056318200437504911 0.00088693238516537301 0.00039576803986738772 0.00077137828185803916 0.00016942200320268434 0.0004565770709604928 0.00041387057312393697 0.00047586476845324786 0.00075729260784211628 0.00075868193940995335 0.00041910232115192577 0.00045480880037169244 0.00067323183936519447 0.00057937825014254304 0.00027622390982430138 0.00021586441649729528 0.00072974860556240492 0.00063522898683360978 0.00046685190326696974 0.00089257528616255237 0.00038835430790841522 0.00032489622324830344 0.00038613124423156846 0.00062299099038628971 1.7745291752497677e-05
leaf_weight=507 53 23 23 37 74 27 84 58 351 31 44 31 22 91 85 21 32 365 29 32 95 646 25 23 29 21 70 140 23 29
leaf_count=507 53 23 23 37 74 27 84 58 351 31 44 31 22 91 85 21 32 365 29 32 95 646 25 23 29 21 70 140 23 29
internal_value=0 0.000401043 0.000360967 0.000713141 0.000444515 0.00072186 0.000726796 0.000498843 0.00072069 0.000259021 0.000308881 0.000578475 0.000696367 0.000700567 0.000675876 0.000661843 0.000643263 0.000657936 0.000729082 0.000158759 0.000262791 0.000748593 0.000536562 0.000359706 0.000780628 0.000486695 0.000384147 0.000409592 0.000725339 9.61116e-05
internal_weight=0 691 615 2430 338 2335 2287 95 2203 277 185 105 1177 1155 619 528 443 411 536 92 141 1026 46 46 380 48 233 163 76 60
internal_count=3121 691 615 2430 338 2335 2287 95 2203 277 185 105 1177 1155 619 528 443 411 536 92 141 1026 46 46 380 48 233 163 76 60
is_linear=0
shrinkage=0.00196078


Tree=7351
num_leaves=31
num_cat=0
split_feature=1 52 3 2 1456 2 9 0 3 0 41 10 2 1 0 16 3 475 49 12 1 4 2 15 49 15 42 394 48 160
split_gain=0.518369 0.124633 0.0773404 0.0476355 0.0449813 0.0383571 0.0586027 0.0452938 0.0481652 0.0408567 0.0400311 0.0351741 0.0311851 0.0303146 0.0380313 0.034214 0.0290796 0.0275271 0.0329185 0.0272342 0.0308859 0.0260677 0.0257256 0.0250068 0.0289649 0.0286298 0.025652 0.0240427 0.0237831 0.0343061
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.092120000000000021 -0.049894999999999995 0.11682500000000001 -1.0000000180025095e-35 -0.14001499999999997 0.0022600000000000003 -0.07384499999999998 0.08690500000000001 -0.0026549999999999994 -1.0000000180025095e-35 0.085110000000000005 -0.15599999999999997 -0.16927999999999996 0.013900000000000001 -0.087794999999999998 0.11560500000000001 -0.42850999999999995 0.14173500000000003 0.010840000000000001 0.13404500000000005 0.11773500000000002 -0.081404999999999991 0.097485000000000016 0.091735000000000025 -0.15150999999999998 0.087555000000000008 -0.085834999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 13 -3 6 11 8 -8 -9 -7 -6 -11 14 -1 -15 17 -16 27 -4 -21 -14 -5 24 -17 -26 -27 -19 -29 -30
right_child=1 2 19 22 5 10 7 9 -10 12 -12 -13 21 15 16 23 -18 18 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.010271373043609103 0.0070545196418039585 0.0077593079544603831 0.0028932686841913633 0.0061860919689428299 0.0030314753406694059 0.0019348088626041243 0.00039236383194005803 0.0081666116645550887 0.0050954721123893185 0.0027505233906347051 0.0065334350829722278 -0.0020087134663481269 0.0091987178009003395 0.0022887091804295778 0.0043114889848736987 0.0033555978808241585 0.0036501288333016892 0.0040820921460787453 0.0036794064139636855 0.0010851914550415998 -0.0033348900638520717 0.0045680782164356877 0.00382159315952461 0.0099716844875365508 0.0068649551212633178 0.0015407054405659438 0.0061959768870267383 0.0076680824831475529 0.0026310066490069679 0.0070905565139095213
leaf_weight=41 93 25 35 755 45 192 38 53 51 44 21 20 20 20 31 30 23 21 24 43 25 31 49 20 378 20 29 852 23 69
leaf_count=41 93 25 35 755 45 192 38 53 51 44 21 20 20 20 31 30 23 21 24 43 25 31 49 20 378 20 29 852 23 69
internal_value=0 0.00363282 0.00313792 0.00666869 0.0036169 0.00341581 0.00414059 0.00487011 0.0030874 0.00594215 0.00238819 0.00148065 0.00470113 0.00698739 0.00728389 0.0063407 0.00716645 0.00724574 0.00733771 0.000626751 -0.000539839 0.00638402 0.00604199 0.00651059 0.00635912 0.00657014 0.00429587 0.0074287 0.00750314 0.00597567
internal_weight=0 736 643 2385 540 515 302 237 89 148 213 65 95 1581 1084 497 1043 1020 989 103 68 51 804 477 457 427 49 965 944 92
internal_count=3121 736 643 2385 540 515 302 237 89 148 213 65 95 1581 1084 497 1043 1020 989 103 68 51 804 477 457 427 49 965 944 92
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 2 9 1 2 15 3 2 42 0 0 3 3 2 3 39 10 3 43 13 13 1 51 43 4 40
split_gain=0.421364 0.108127 0.0647718 0.0468642 0.0382539 0.0370597 0.0702438 0.0345191 0.0547323 0.0353094 0.033148 0.0323128 0.0322498 0.0382224 0.0307174 0.0295679 0.0333047 0.034468 0.0309845 0.0625612 0.0292442 0.025682 0.0252079 0.0279612 0.0241291 0.0398035 0.0226601 0.0278772 0.0304247 0.0247118
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.042705000000000007 0.10252500000000002 -1.0000000180025095e-35 0.083345000000000016 0.087955000000000019 -0.093244999999999981 0.10299500000000002 0.13913500000000004 -0.019989999999999997 0.010870000000000003 0.024095000000000002 0.0022600000000000003 0.11658 0.11870500000000002 -0.14477499999999996 0.085060000000000011 -0.0026549999999999994 0.12745000000000004 -0.073959999999999984 -0.063184999999999977 -0.47860499999999995 0.14262000000000002 -0.13782999999999998 -0.085154999999999995 -0.043364999999999994 -0.083394999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 10 6 20 8 -6 -9 11 26 -7 15 22 18 17 -17 -14 -20 -5 -12 -8 -24 -4 -26 27 -1 -29 -28
right_child=1 2 24 5 7 12 14 9 -10 -11 21 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=0.010545330698816822 0.0063658760529577592 0.0072786759714030527 0.0019122451383235127 0.0027577080744061065 0.010553478403016925 -0.00056041169278394211 0.0043277361259619097 0.0047543131659040228 0.005108605435245106 -9.744968265295029e-05 0.0010549688648263161 0.0022468425869556089 0.004070802781180563 0.006847726243237655 0.0018316432114013218 0.0088360197033034629 0.0024325925859415699 0.0029650752391899007 -0.0044741875014733526 0.0017419790610780613 -0.0018078421711106786 0.0058868698373606265 0.010199959682566781 0.0058517268684227025 0.0017351554858538766 -0.0042144978207282044 0.0029468763447569116 0.0089805259628014441 0.0051172803393862354 0.0062452769611477986
leaf_weight=26 102 28 58 47 20 33 58 40 240 24 22 20 33 21 22 20 90 20 20 85 20 22 21 50 23 22 23 36 47 1828
leaf_count=26 102 28 58 47 20 33 58 40 240 24 22 20 33 21 22 20 90 20 20 85 20 22 21 50 23 22 23 36 47 1828
internal_value=0 0.00333241 0.00287129 0.00328967 0.00602417 0.00308283 0.00408966 0.00501534 0.00552744 0.0029349 0.00618567 0.006246 0.0024012 0.00273937 0.00528537 0.00241745 0.00349966 0.00590055 0.00139798 0.000557947 0.00139486 0.00347092 0.00587437 0.00713782 0.000564076 -0.00117356 0.0062868 0.00768798 0.0067929 0.00620429
internal_weight=0 773 671 568 2348 540 218 324 260 64 2024 1980 322 289 151 268 130 40 138 105 67 44 129 71 103 45 1960 109 83 1851
internal_count=3121 773 671 568 2348 540 218 324 260 64 2024 1980 322 289 151 268 130 40 138 105 67 44 129 71 103 45 1960 109 83 1851
is_linear=0
shrinkage=0.1


Tree=7353
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 4 2 2 4 1 15 0 457 1 47 1 14 15 4 0 4 1 4 15 52
split_gain=16.3305 2.54026 1.51913 1.27447 0.83799 0.724611 0.690178 0.548362 0.449136 0.429603 0.383174 0.367456 0.282708 0.248843 0.168864 0.149902 0.147617 0.132729 0.149134 0.120419 0.119105 0.104773 0.090954 0.0894888 0.07994 0.0979587 0.0696854 0.0682124 0.0675184 0.0666901
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.091265000000000013 0.14838000000000004 0.40945500000000007 0.087135000000000004 -0.087679999999999994 -0.097024999999999986 0.080930000000000016 0.078340000000000007 0.090100000000000013 1.0000000180025095e-35 0.097795000000000007 -0.096999999999999989 -0.036839999999999991 -0.038659999999999993 0.015030000000000002 0.16175000000000003 -0.0070899999999999991 -0.087894999999999987 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 19 6 8 15 11 12 27 14 13 29 -5 -1 22 20 -19 -3 24 -10 -16 -2 25 -13 28 -6 -14 -4
right_child=1 2 9 5 10 -7 -8 -9 21 -11 -12 17 26 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064264632156249188 0.00065687050305160823 0.00022946637168496243 0.00017577084651052515 0.00065712210635797961 0.00063578071964889014 0.00029755436202867988 0.00036114244692217094 0.00030717790948820404 0.00080644124723646001 0.00032328940022171768 0.00027770028638294316 0.0006107108727177159 7.5704955637529808e-05 8.7307385668521122e-05 0.0005945653249910585 0.00046889809517117686 0.00062338953241561855 0.00059948643340783966 0.00036003440655037465 0.00035773717991418946 0.00065706505646141104 0.00064472216163195806 0.00042201326307810211 0.00051121081840368662 0.00050748191963497381 0.00055432173396897954 -0.00010174073763261266 0.00050261390764339301 -5.8945492590626504e-05 0.00032767926355568215
leaf_weight=35 50 191 20 1027 21 26 37 69 67 34 30 354 41 111 23 42 355 20 20 33 104 20 24 24 47 178 21 50 22 25
leaf_count=35 50 191 20 1027 21 26 37 69 67 34 30 354 41 111 23 42 355 20 20 33 104 20 24 24 47 178 21 50 22 25
internal_value=0 0.000266894 0.000224553 0.000611771 0.00031522 0.000623038 0.000626756 0.000434121 0.000631145 0.000117011 0.000463496 0.000625562 8.77878e-05 0.00013717 0.000643787 0.000547875 0.000609718 0.00058954 0.00047976 0.000248363 0.00059597 0.000769264 0.000506454 0.00060963 0.000584996 0.000591844 -3.92206e-06 0.000542001 2.86842e-05 0.000260164
internal_weight=0 673 599 2448 325 2302 2276 146 2239 274 101 2152 240 156 1429 77 402 723 40 224 683 87 47 74 579 532 84 71 63 45
internal_count=3121 673 599 2448 325 2302 2276 146 2239 274 101 2152 240 156 1429 77 402 723 40 224 683 87 47 74 579 532 84 71 63 45
is_linear=0
shrinkage=0.00196078


Tree=7354
num_leaves=31
num_cat=0
split_feature=1 52 1 12 0 4 14 4 0 52 15 49 0 12 4 4 52 12 156 0 15 157 132 0 2 16 131 1 16 14
split_gain=0.413682 0.104262 0.0596656 0.0389699 0.0379503 0.037333 0.0369104 0.0388334 0.0438567 0.0459091 0.0534347 0.0403997 0.0370437 0.0344349 0.0350812 0.0432665 0.0371957 0.0314849 0.0297048 0.0282898 0.0581341 0.0264025 0.0258629 0.0229045 0.0474726 0.0446821 0.0276498 0.0226222 0.0273308 0.0224229
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 1.0000000180025095e-35 -0.11991499999999998 0.49041500000000005 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.083374999999999991 -0.095869999999999983 -0.061079999999999988 -0.079119999999999982 -0.083994999999999986 -0.49013999999999996 -0.111605 -0.037344999999999996 0.092465000000000006 0.013700000000000002 -0.079829999999999998 0.088060000000000013 -0.23976499999999998 0.090145000000000017 -0.10474999999999998 0.25063000000000007 -0.43320999999999993 0.09172000000000001 0.095950000000000021 -0.44310499999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 22 -5 -6 7 8 9 -1 -11 -12 19 -14 17 16 -16 -15 27 21 -21 -10 29 25 26 -4 -25 28 -9 -3
right_child=1 2 23 4 5 -7 -8 18 12 10 11 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0080322160932701087 0.0061830750103884693 0.0046348292021783158 9.9966698326170447e-05 0.001001755236648023 0.006064806977358078 0.0018439514365477059 0.0078689477205004434 0.0070003342280648903 0.0032091302027024713 0.0066806770416653963 0.0037537921604740877 -0.0020535286664962768 0.0015706115740944039 0.0081603968330721446 -0.00016818400099873542 0.0056102502245120181 0.0047257297819980034 0.003735235782223754 0.0016662940224965235 0.012715626632173857 0.0056415762752294544 0.0063736222515885319 -0.00080012524093035602 0.0023149183961156182 -0.0035301710804924373 0.0064998586149886258 -0.0018945025716675446 0.0024708253781621659 0.0047382946992456714 0.0025127319808717734
leaf_weight=20 102 61 24 25 108 26 89 74 27 22 23 25 22 82 25 459 41 20 28 21 26 1122 20 71 25 20 20 30 192 271
leaf_count=20 102 61 24 25 108 26 89 74 27 22 23 25 22 82 25 459 41 20 28 21 26 1122 20 71 25 20 20 30 192 271
internal_value=0 0.00320432 0.00275152 0.00327917 0.00457853 0.00524584 0.00587144 0.00579274 0.0059624 0.00380687 0.00259963 0.000729146 0.00606755 0.00545927 0.00559571 0.00526601 0.00287197 0.00729272 0.0047795 0.00639763 0.00880232 0.00629926 0.00269225 0.00106632 0.000329439 0.00300901 0.00138977 0.00507399 0.00536758 0.00290264
internal_weight=0 773 671 511 159 134 2348 2259 1935 90 70 48 1845 649 627 525 66 102 324 1196 47 1149 352 160 116 44 91 296 266 332
internal_count=3121 773 671 511 159 134 2348 2259 1935 90 70 48 1845 649 627 525 66 102 324 1196 47 1149 352 160 116 44 91 296 266 332
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 1 2 4 47 1 50 0 1 1 12 4 47 1 0 12 43 52 15 16 48 1
split_gain=23.8128 3.95972 2.34989 2.17718 1.60808 1.27916 0.903348 0.842675 0.707636 0.599968 0.560283 0.47396 0.470039 0.359573 0.342498 0.254461 0.232465 0.197995 0.192509 0.182056 0.219079 0.565955 0.192839 0.168123 0.161409 0.155313 0.154711 0.158859 0.178615 0.153671
threshold=0.10508500000000001 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.41555500000000006 0.090100000000000013 0.12165500000000001 0.11266000000000001 -0.062764999999999974 0.085345000000000018 0.11453000000000001 0.082480000000000012 -0.013514999999999998 0.08265500000000002 0.083345000000000016 0.18019500000000002 0.095780000000000018 0.05259500000000001 -0.16675999999999999 0.013270000000000002 -0.42170999999999997 0.081805000000000017 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 8 17 10 -5 16 12 26 -13 29 -14 -1 -6 -18 22 21 23 24 -21 -12 -10 27 -3 -29 -4
right_child=1 2 14 9 7 -7 -8 -9 25 -11 19 13 15 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00093452476762796136 0.00089666544115368882 0.00050548962074973593 0.00019003306953608708 0.00078366538169179309 0.00089183260011030179 0.00057024486169193907 0.00051523035489558393 0.00044082613250610674 0.00092207563292308174 0.00046619508741119133 0.0009054707285236738 0.0004387560454227663 0.00076336839192773056 0.00023506277778075917 0.00040292851583393908 0.00046918555345459308 0.00078291047690449869 0.00069719171063594397 0.0008967061780054751 0.00086036533914644333 0.00097089663594789293 0.00052167476348432846 0.00068951865913821208 0.00076817947778146339 0.0008136518762982799 0.0011196684859816665 0.00053566727032458854 0.00021763636337700408 0.0003994394967826985 3.9976286835600781e-05
leaf_weight=881 71 29 65 37 32 48 24 46 20 60 353 54 26 87 21 20 67 54 389 214 34 25 20 118 93 65 30 31 63 44
leaf_count=881 71 29 65 37 32 48 24 46 20 60 353 54 26 87 21 20 67 54 389 214 34 25 20 118 93 65 30 31 63 44
internal_value=0 0.000458716 0.000407064 0.000875172 0.000471356 0.00088705 0.000893653 0.000655038 0.000897638 0.000587292 0.000890837 0.000400045 0.000461668 0.000313073 0.000173635 0.000635463 0.000915924 0.000769616 0.000879986 0.0008517 0.000820501 0.000806177 0.000877878 0.0008276 0.000886325 0.00107318 0.000409416 0.000378623 0.000339483 0.00012946
internal_weight=0 673 602 2448 472 2351 2303 132 2279 97 2194 340 199 141 130 46 1337 86 456 857 391 357 466 332 446 85 153 123 94 109
internal_count=3121 673 602 2448 472 2351 2303 132 2279 97 2194 340 199 141 130 46 1337 86 456 857 391 357 466 332 446 85 153 123 94 109
is_linear=0
shrinkage=0.00196078


Tree=7356
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 1 16 14 2 2 1 2 1 475 13 12 47 1 49 1 43 1 4 481 50 52 1 47
split_gain=21.4896 2.65234 2.33846 1.44356 1.15815 1.0283 0.668359 0.603258 0.602147 0.599202 0.539599 0.429435 0.343533 0.254256 0.249588 0.245258 0.238253 0.234425 0.238871 0.230266 0.221776 0.205754 0.190494 0.167187 0.156485 0.156137 0.13415 0.132486 0.130008 0.118326
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.077845000000000011 -0.52595999999999987 0.076175000000000007 0.13501500000000002 0.10803500000000001 0.089770000000000016 0.088850000000000012 0.16175000000000003 -0.066784999999999983 -1.0000000180025095e-35 0.087005000000000013 0.08265500000000002 0.10538500000000002 -0.012034999999999999 0.12958500000000003 -0.080084999999999976 0.12000500000000001 0.024790000000000003 -0.00058999999999999992 0.041865000000000006 -0.55252499999999982 0.13075500000000004 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 20 6 23 -4 -5 12 15 21 13 -1 26 -10 -13 18 -14 27 -2 -8 -9 -3 -18 -15 -7 -17 -6 -22
right_child=1 5 7 8 28 14 11 22 10 -11 -12 16 17 25 -16 19 24 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092997592310213205 0.00058498491113092384 0.00042378169184267595 0.00083873178235956939 0.00051640065033840973 0.00051294672474557282 0.0002006398997273785 0.00079406242478977551 0.0005640593025029874 0.00093283250813593955 0.0010744376707113455 0.00060649159063092049 0.00037689578614920739 0.00066289139730441894 0.00096749092658720409 1.0192724871757873e-05 0.00097221399346987406 0.00066544640470634806 0.00086809259638750014 0.00090591914615159553 0.00060573740332734349 0.00089662887609656997 0.00051927152144558286 0.00035418006688759735 0.00023267556209309747 0.00046366303672198375 0.00086520258544145175 0.00036965261142262639 0.00080737507189287191 0.00033738111911244152 0.00075381359027275243
leaf_weight=958 20 24 28 30 50 65 22 60 69 77 48 94 48 65 21 20 22 273 23 21 38 20 23 66 45 489 25 299 24 54
leaf_count=958 20 24 28 30 50 65 22 60 69 77 48 94 48 65 21 20 22 273 23 21 38 20 23 66 45 489 25 299 24 54
internal_value=0 0.0004526 0.000868146 0.00088091 0.000646355 0.000363396 0.000424283 0.000589858 0.000785501 0.000904948 0.000803166 0.000486639 0.000897916 0.00091064 0.000202675 0.000826248 0.000440577 0.000841989 0.000741619 0.000804617 0.000772121 0.00066321 0.0005059 0.000283637 0.00052992 0.000877204 0.000247588 0.00081771 0.000456007 0.000812803
internal_weight=0 590 2531 2420 186 404 293 111 487 1933 457 203 1856 1512 111 409 161 344 71 340 112 42 83 90 67 554 90 319 74 92
internal_count=3121 590 2531 2420 186 404 293 111 487 1933 457 203 1856 1512 111 409 161 344 71 340 112 42 83 90 67 554 90 319 74 92
is_linear=0
shrinkage=0.00196078


Tree=7357
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 2 11 4 0 47 52 2 15 0 457 13 15 4 15 2 0 133 4 3 1 3 0
split_gain=17.9013 2.25418 2.03333 1.5809 0.990522 0.759151 0.730285 0.452998 0.413866 0.360497 0.339714 0.32759 0.320557 0.306262 0.336648 0.237248 0.23712 0.229032 0.207165 0.193923 0.190377 0.336292 0.189422 0.225395 0.172177 0.210608 0.167848 0.163002 0.144499 0.17685
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.40124500000000002 -0.17966999999999997 0.17025000000000004 1.0000000180025095e-35 0.053180000000000012 -0.23194499999999998 0.13082500000000002 0.08257500000000001 0.10444500000000002 0.040760000000000005 -0.078904999999999989 0.045365000000000009 -0.0030199999999999997 0.13592500000000005 -0.059649999999999988 -0.03241999999999999 0.089005000000000015 -0.11437499999999999 -1.0000000180025095e-35 0.024790000000000003 -0.10115999999999999 0.15799000000000005 -0.13309499999999996 -0.063634999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 11 9 -5 -6 12 22 19 -1 -3 14 16 -11 17 -9 -2 28 -13 -22 -4 -24 -20 -26 -12 -10 -7 -30
right_child=1 8 5 6 7 10 -8 13 27 15 26 20 -14 -15 -16 -17 -18 -19 24 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00099491445669728389 0.00035864453258621144 0.00024482823593737873 0.00085185460098986929 0.00073857009477871832 0.00079908384920900793 0.00087874943554582473 0.00041646664183026829 0.00072655588204242796 0.00017585252875908 0.00086577742458633286 0.0005168833919599944 0.00081749855491412501 0.00049493944735016691 0.0007616562413553078 0.00039274295047758516 0.0010705777070420311 0.00044513579066396408 0.00051248590708159649 0.00031325122659780732 0.00061194855665815042 0.0007521924777081384 0.00049385075991908143 0.00060652973382826656 0.00080983579902176711 0.00067139135710164613 0.00045019180497514249 0.00071101953986155023 -5.0978801373207992e-05 0.00080078381588356124 0.00071406787224844392
leaf_weight=22 158 110 911 109 31 71 36 46 29 43 20 73 24 22 57 44 36 33 21 23 76 26 23 237 23 59 119 21 508 110
leaf_count=22 158 110 911 109 31 71 36 46 29 43 20 73 24 22 57 44 36 33 21 23 76 26 23 237 23 59 119 21 508 110
internal_value=0 0.000412853 0.000792122 0.000494444 0.000667879 0.000816982 0.0006586 0.000578991 0.00023282 0.000847579 0.000771752 0.000769402 0.000289624 0.000543821 0.000515958 0.000969355 0.00057703 0.000637134 0.000403247 0.000789061 0.000741052 0.000686341 0.000838532 0.000791851 0.000471666 0.000512236 0.000683086 8.05834e-05 0.000794974 0.000785349
internal_weight=0 590 2531 406 422 2109 145 225 184 1258 851 197 134 194 172 87 115 79 261 712 175 102 1171 260 103 82 139 50 689 618
internal_count=3121 590 2531 406 422 2109 145 225 184 1258 851 197 134 194 172 87 115 79 261 712 175 102 1171 260 103 82 139 50 689 618
is_linear=0
shrinkage=0.00196078


Tree=7358
num_leaves=31
num_cat=0
split_feature=1 52 3 124 39 2 42 52 14 52 48 51 0 49 15 4 150 4 49 47 48 52 1446 0 1213 50 394 16 15 131
split_gain=0.610545 0.130892 0.0777556 0.0585986 0.0493192 0.0475709 0.046618 0.0425951 0.035356 0.030211 0.0301912 0.0336547 0.0288857 0.0597094 0.0616759 0.0398515 0.0486807 0.0368663 0.0305872 0.0281286 0.0263485 0.0295274 0.0288996 0.0278686 0.0462547 0.0422417 0.0286173 0.0262223 0.0250914 0.0243004
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 0.087735000000000021 0.13404500000000005 -0.0060199999999999993 0.19022000000000003 0.062655000000000016 0.048770000000000008 0.14174500000000004 0.11144500000000002 -0.10474999999999998 0.036705000000000008 0.084195000000000006 0.0033150000000000007 0.090480000000000019 0.022185000000000003 -0.069799999999999987 0.078345000000000012 0.093265000000000015 0.13140000000000004 0.11018500000000002 -0.084044999999999995 0.104315 0.10861000000000003 -0.081744999999999984 -0.065229999999999996 0.095175000000000023 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 6 7 8 -1 10 12 -4 11 -3 13 14 15 18 -17 20 -5 -6 22 -22 23 24 25 -14 -25 -27 -10 -2
right_child=1 2 9 5 19 -7 -8 -9 28 -11 -12 -13 17 -15 -16 16 -18 -19 -20 -21 21 -23 -24 26 -26 27 -28 -29 -30 -31
leaf_value=0.0074515713498187379 0.0085824700748367653 0.0040355401644661879 -0.00033188747846103018 0.004526719344779849 0.0018588312577959587 0.0042264541375868934 0.0029647099578205757 0.0071068825684911146 0.010678417431794245 0.0033100900873678793 0.00032604704145342114 0.0081979252564321672 0.0086630690363899386 0.008832416964384417 0.0096138646807521592 0.0078693400572298015 0.0025423270048059781 0.0059852817270791897 -0.00037217567710635756 0.0050676885631914699 0.0069276733271215326 0.0031670511270371765 0.010418195322760053 0.004606819017909658 0.0047268438116206159 0.0074999945890158425 0.0073702376528953194 0.0037406309424633426 0.0071090269439493224 0.0048892890447750689
leaf_weight=39 62 259 69 25 139 49 57 55 54 34 20 21 514 60 25 42 29 165 26 34 106 26 37 39 38 55 958 28 31 25
leaf_count=39 62 259 69 25 139 49 57 55 54 34 20 21 514 60 25 42 29 165 26 34 106 26 37 39 38 55 958 28 31 25
internal_value=0 0.003885 0.00338365 0.00720827 0.00387394 0.00730901 0.0047875 0.00454862 0.0073759 0.000870319 0.00407961 0.00434772 0.00729764 0.00617402 0.00508896 0.00416173 0.00569352 0.00741595 0.00202924 0.00248947 0.00754702 0.00618694 0.00765458 0.00759193 0.00810972 0.00832505 0.00726214 0.00623178 0.00937664 0.00752121
internal_weight=0 718 631 2403 528 2307 96 355 2258 103 300 280 2173 207 147 122 71 1966 51 173 1801 132 1669 1632 635 597 997 83 85 87
internal_count=3121 718 631 2403 528 2307 96 355 2258 103 300 280 2173 207 147 122 71 1966 51 173 1801 132 1669 1632 635 597 997 83 85 87
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 3 2 42 14 133 0 49 15 4 150 4 0 43 4 0 133 474 151 50 2 16 49 15 15 43
split_gain=0.494541 0.106023 0.0673566 0.0474648 0.0385324 0.0383677 0.0443413 0.0377606 0.0286384 0.0274063 0.0233974 0.0483646 0.0499575 0.0322797 0.0394855 0.0298617 0.0280206 0.0238375 0.0373076 0.0246932 0.0237907 0.0235528 0.024816 0.0234383 0.0285123 0.0233681 0.0233245 0.0304939 0.0403897 0.0229506
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 -0.076779999999999987 0.13404500000000005 -0.028564999999999997 0.11411 -0.0060199999999999993 0.062655000000000016 0.089200000000000015 -0.10474999999999998 0.036705000000000008 0.084195000000000006 0.0033150000000000007 0.089910000000000018 0.022185000000000003 -0.18901999999999997 -0.51144999999999985 -0.52556499999999995 -0.079119999999999982 0.11524500000000001 0.10716000000000002 -0.080549999999999997 0.10917 0.094565000000000024 0.13751500000000003 -1.0000000180025095e-35 -0.30407999999999996 -0.41942499999999994 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 8 6 -3 -1 10 -7 11 12 13 16 -15 17 -5 -12 -19 23 -17 22 -21 24 -20 -6 -4 28 -28 -9
right_child=1 2 26 4 25 9 -8 29 -10 -11 15 -13 -14 14 -16 20 -18 18 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0067064142908351736 0.0067690900176356752 0.0059644473336259683 -0.0011903555087384677 0.0037090486441288262 0.0018325531829355493 0.0032893618062952291 0.0027914713798912693 0.0042007996961021697 0.0084389757052721354 0.00033674254017468131 0.0037259427682729443 0.0079491751928192876 0.0086524783177301303 0.0071414100812611783 0.0023672655552703266 0.005894173289229262 -0.001091911926632747 0.010166435045274822 0.0071150119622785703 0.0030268786670640114 0.0025452026245184247 0.0093713673641500263 0.0062513622386187661 0.0057761425379808558 0.01060235807284092 0.0062230768867514354 0.0022033973238789121 0.0042437534174831334 -0.0024601123873323489 4.0992055576117272e-05
leaf_weight=39 87 116 31 31 27 248 71 36 85 36 25 60 25 41 30 140 20 33 1013 25 25 23 527 131 24 22 65 38 26 21
leaf_count=39 87 116 31 31 27 248 71 36 85 36 25 60 25 41 30 140 20 33 1013 25 25 23 527 131 24 22 65 38 26 21
internal_value=0 0.0034965 0.00304528 0.00648745 0.00657811 0.00364746 0.00475973 0.00430875 0.00663831 0.00291509 0.00656788 0.00555662 0.00458007 0.00374556 0.00512417 0.00667435 0.00182632 0.00679232 0.00683548 0.00677242 0.00538675 0.00623597 0.00610533 0.00703651 0.00719572 0.00380381 0.00127262 0.0018645 0.000870966 0.00266824
internal_weight=0 718 631 2403 2307 471 187 96 2258 284 2173 207 147 122 71 1966 51 1801 1776 1743 165 575 552 1168 1037 49 160 129 91 57
internal_count=3121 718 631 2403 2307 471 187 96 2258 284 2173 207 147 122 71 1966 51 1801 1776 1743 165 575 552 1168 1037 49 160 129 91 57
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 2 1 49 1 4 150 0 1 0 475 1 50 4 0 40 150 3 4 4 1
split_gain=17.6039 3.01203 1.5034 1.29901 1.06515 0.861147 0.653638 0.534839 0.659483 0.523036 0.453786 0.380294 0.261457 0.230446 0.219737 0.218122 0.216944 0.195319 0.185698 0.158269 0.154964 0.15343 0.146094 0.162883 0.126044 0.115823 0.112109 0.105292 0.101977 0.0987366
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.09253500000000002 -0.054984999999999992 0.16175000000000003 0.00063500000000000004 0.089910000000000018 -0.11173999999999999 0.11654500000000001 -0.14832499999999996 -0.066784999999999983 0.13075500000000004 0.041865000000000006 -0.55119499999999988 -0.079119999999999982 -0.077714999999999992 1.0000000180025095e-35 -0.12711499999999995 0.42642000000000008 0.053180000000000012 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 24 -8 -9 14 19 -4 -2 21 16 18 -1 27 -16 -7 -5 -6 -18 -24 -3 28 -25 -10 -21 -14
right_child=1 4 11 20 13 10 7 8 17 -11 -12 -13 29 -15 15 -17 22 -19 -20 25 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00083747747803435612 0.00068006654227383782 0.00047603019240825535 0.0008579180615652253 0.00061723358081357336 0.00031156252443138654 0.00098022232939994416 0.00090047043474281532 0.00083682337617562493 0.00054669175389725547 0.0011214796403736275 0.00067088756690693492 0.0005991283102468139 0.00092755833208627101 0.00013366077185706708 0.001096092438102831 0.00075434926571905502 0.00113118128532789 0.00044767905534431239 0.0009068727775863617 0.00090448865263316285 0.00043124577526636176 0.00049231298647674866 0.00097879502015180706 0.00082050265616499904 0.00033459990566559865 0.00073685787907164008 0.00094177933329628587 0.00069679597562009637 0.00083245237474430765 0.00078039207155742338
leaf_weight=50 24 47 34 61 65 60 20 30 98 76 41 61 106 21 22 33 21 77 213 228 24 25 1075 32 50 23 348 22 113 21
leaf_count=50 24 47 34 61 65 60 20 30 98 76 41 61 106 21 22 33 21 77 213 228 24 25 1075 32 50 23 348 22 113 21
internal_value=0 0.00057886 0.000933542 0.000758611 0.000485627 0.000943379 0.000539518 0.00059308 0.000565997 0.000962156 0.000867867 0.000691748 0.000867755 0.000318615 0.000955407 0.000903625 0.000964501 0.000524754 0.000924587 0.000886914 0.000564719 0.000361771 0.000968804 0.00096646 0.000403128 0.000871534 0.000931567 0.000574211 0.000880617 0.000903224
internal_weight=0 691 2430 236 455 2335 344 247 227 1870 465 95 151 111 1794 268 1526 197 235 424 85 90 1476 1455 97 364 380 120 341 127
internal_count=3121 691 2430 236 455 2335 344 247 227 1870 465 95 151 111 1794 268 1526 197 235 424 85 90 1476 1455 97 364 380 120 341 127
is_linear=0
shrinkage=0.00196078


Tree=7361
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 4 2 1 14 49 16 2 11 3 1 159 150 0 1 4 1 43 52 12 47 49 13 43
split_gain=22.1459 3.83339 1.68395 1.48762 1.23223 1.22167 0.764768 0.737437 0.663471 0.564059 0.385604 0.381434 0.375668 0.327809 0.231614 0.243258 0.216207 0.199851 0.299495 0.21594 0.198406 0.189118 0.191819 0.172055 0.158833 0.136837 0.128792 0.122423 0.1174 0.115984
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.085505000000000012 0.27834500000000006 0.089885000000000007 0.092845000000000025 0.062655000000000016 -0.054984999999999992 -0.061854999999999993 0.31358000000000003 1.0000000180025095e-35 -0.11171999999999999 0.091195000000000012 0.08154500000000002 1.0000000180025095e-35 -0.13843999999999998 0.13075500000000004 -0.0073899999999999999 0.086920000000000011 -0.14792499999999997 0.12418000000000001 0.095780000000000018 0.090280000000000013 -0.054984999999999992 -0.097984999999999989 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 17 7 13 8 10 -4 16 -2 -8 24 15 29 -1 18 19 -3 -5 28 25 -16 -6 -23 -13 -20 -17 -10
right_child=1 4 9 20 6 -7 12 -9 14 -11 -12 26 -14 -15 23 21 -18 -19 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095984828700335762 0.0006038472865969916 0.00057553945975826392 0.00084204198264481846 0.00056567543300155493 0.00026984207398186725 0.0006096068937087955 0.00038816016587917739 0.00056842864688598754 0.00084753004476135845 0.00053220099100164265 0.0011108536990071579 0.00093533718848929682 0.00067743314143155469 5.0469174725460074e-05 0.00083595850930160494 0.00076706976794144687 0.00089208004044567704 0.00041719868561829296 0.00054190620448327784 0.00079828906606831411 0.00035522654614551297 0.00089697016378401692 0.00068178137078016906 0.0010430935107831457 0.00043007381213437608 0.00081083942747786826 0.0008104503433020954 0.00035973789006827326 0.0009210437629943698 0.00066528433355791819
leaf_weight=1117 24 44 37 61 158 48 45 22 25 58 59 64 28 24 21 20 216 41 37 27 24 185 24 58 28 115 63 23 396 29
leaf_count=1117 24 44 37 61 158 48 45 22 25 58 59 64 28 24 21 20 216 41 37 27 24 185 24 58 28 115 63 23 396 29
internal_value=0 0.000510962 0.000908778 0.000713745 0.000405782 0.000919189 0.000326232 0.000925687 0.000929157 0.000652876 0.000955733 0.000830545 0.000499114 0.000266135 0.000886781 0.000876707 0.000948867 0.00053667 0.000574061 0.000660247 0.000506255 0.000885978 0.000850459 0.000988032 0.000293963 0.000863953 0.000873385 0.000472075 0.000913641 0.000749657
internal_weight=0 691 2430 236 455 2335 283 2287 2265 95 1392 151 73 210 873 794 1333 172 131 71 85 740 324 79 186 300 127 60 416 54
internal_count=3121 691 2430 236 455 2335 283 2287 2265 95 1392 151 73 210 873 794 1333 172 131 71 85 740 324 79 186 300 127 60 416 54
is_linear=0
shrinkage=0.00196078


Tree=7362
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 4 4 1 14 3 1 40 11 43 3 4 159 1 43 0 151 47 160 52 160 16
split_gain=10.3446 1.78532 1.1378 0.937764 0.636613 0.534285 0.395233 0.331746 0.328944 0.316352 0.269635 0.255454 0.220708 0.172549 0.128635 0.101887 0.0926871 0.126411 0.110833 0.0923836 0.0863971 0.0848409 0.0835214 0.0796137 0.0753546 0.0769083 0.0683901 0.0654593 0.061607 0.0731207
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.17025000000000004 0.089885000000000007 0.40945500000000007 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.30112000000000005 0.091195000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14792499999999997 -0.11171999999999999 0.0052350000000000009 0.030370000000000005 0.15799000000000005 -0.016814999999999997 -0.10474999999999998 -0.088784999999999989 0.090100000000000013 -0.087429999999999994 -0.42058999999999996 -1.0000000180025095e-35 -0.50339499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 8 9 12 13 -6 -5 14 15 -1 -4 18 -18 22 20 23 -9 -10 -20 -3 -26 -21 -19 -11 -30
right_child=1 2 7 11 10 -7 -8 21 16 28 -12 -13 -14 -15 -16 -17 17 27 19 26 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00067177976874453575 0.00064705527426965213 0.00042432279070364496 0.00030899117553261069 0.00060174454744456524 0.00059561494364742263 0.00042133682796269273 0.00039141790422103596 0.00015944349117448693 0.00061100032750297992 0.00027658505535690616 0.00038248848101424097 0.00037873075474495162 0.00078586082782964055 0.00020646748860132569 0.00061950750986131727 0.00046447785715608632 0.00055377761199444273 0.00067792507864180066 0.00050786025778683523 0.00065622733727961613 0.00070442415364338094 1.6159794522044148e-08 0.00045634792101310667 0.00063159255195369992 0.00031690084039219659 0.00044267720114144068 0.00057310627895754346 0.00081258292126533621 0.00026797911048425158 0.00014761993217232507
leaf_weight=1117 76 40 26 28 74 41 23 33 25 36 33 67 59 22 216 43 21 35 21 47 61 21 29 417 170 21 200 23 27 69
leaf_count=1117 76 40 26 28 74 41 23 33 25 36 33 67 59 22 216 43 21 35 21 47 61 21 29 417 170 21 200 23 27 69
internal_value=0 0.000363538 0.000328502 0.000635427 0.000404852 0.000643196 0.000647161 0.000235339 0.000649751 0.00026873 0.000529884 0.000444461 0.000668504 0.000357677 0.00066331 0.000405889 0.000620055 0.000684128 0.000613728 0.000619937 0.000635289 9.7444e-05 0.000527946 0.00062566 0.000346936 0.00033073 0.000588923 0.000731324 0.000207411 0.000181471
internal_weight=0 691 615 2430 338 2335 2294 277 2271 223 107 95 1392 91 1333 69 879 79 800 746 499 54 54 438 231 191 247 58 132 96
internal_count=3121 691 615 2430 338 2335 2294 277 2271 223 107 95 1392 91 1333 69 879 79 800 746 499 54 54 438 231 191 247 58 132 96
is_linear=0
shrinkage=0.00196078


Tree=7363
num_leaves=31
num_cat=0
split_feature=1 52 3 2 39 14 2 50 123 2 403 2 157 15 4 4 12 4 1 472 52 47 151 12 159 4 16 16 131 131
split_gain=0.648557 0.135698 0.0828416 0.0582591 0.0554592 0.0481562 0.0530057 0.0430061 0.0356078 0.0317337 0.0333213 0.0311484 0.0281473 0.0277175 0.0428034 0.0403651 0.0307653 0.032705 0.0275283 0.0262801 0.0257274 0.0249492 0.0236104 0.0279272 0.0233063 0.0282007 0.0227419 0.0225474 0.0214791 0.0467795
threshold=0.10337500000000001 -0.42635499999999998 0.31299000000000005 0.095545000000000005 0.087735000000000021 0.076975000000000002 -0.13033999999999998 0.10616500000000001 0.084025000000000016 0.14445500000000003 -1.0000000180025095e-35 0.15109000000000003 -0.41266499999999995 -0.46743999999999997 0.41257000000000005 0.056795000000000005 -0.010834999999999999 -0.008819999999999998 0.15964000000000003 -0.078554999999999986 0.0060650000000000009 0.078345000000000012 0.092070000000000013 0.088045000000000012 0.014475000000000003 0.022185000000000003 -0.5315899999999999 0.062650000000000025 0.090445000000000011 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 -1 9 11 10 -3 12 -5 -12 15 16 -15 -18 20 -14 -4 -6 28 -24 -21 27 -16 -26 29 -8
right_child=1 2 18 8 21 -7 22 -9 -10 -11 13 -13 19 14 26 -17 17 -19 -20 24 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029954914977266033 0.0080913364471265729 0.00091104370076209315 0.0009106192116012118 0.010857456715311856 0.0022473781098165256 0.010530153392407468 0.0079286396555728732 0.007573614491931429 0.0036566117958335038 0.00080303768655063496 0.008384054098860361 0.0032507469700205891 0.010021910065422293 0.0015506455985208353 0.0046517160490111564 0.0072320080872103343 0.0082066376084791656 0.0028028543428739623 -0.0019335404792357059 0.0065814835106134386 0.0044295492123872524 0.005234559611417354 0.0033456725766882302 0.0083391659981792883 0.012697165068238975 0.0066542521436614077 0.00098783208522945642 0.0079487568885087973 0.0089527098660343741 0.0030583792924880984
leaf_weight=22 82 20 63 20 139 71 1419 56 33 21 24 21 28 30 32 83 24 21 21 434 31 35 24 21 20 44 36 20 206 20
leaf_count=22 82 20 63 20 139 71 1419 56 33 21 24 21 28 30 32 83 24 21 21 434 31 35 24 21 20 44 36 20 206 20
internal_value=0 0.00426268 0.00376904 0.00768785 0.00430524 0.0079782 0.00787236 0.00503584 0.00685285 0.00454747 0.0048387 0.00703253 0.00717285 0.00515292 0.00480979 0.00571263 0.00403118 0.00568487 0.00133983 0.00703788 0.00207112 0.00284825 0.00793585 0.00567597 0.00687658 0.00840126 0.00271201 0.010323 0.00799767 0.00786095
internal_weight=0 718 636 2403 521 1783 1712 347 620 291 270 587 566 250 226 158 75 45 115 546 94 174 1690 45 518 84 68 40 1645 1439
internal_count=3121 718 636 2403 521 1783 1712 347 620 291 270 587 566 250 226 158 75 45 115 546 94 174 1690 45 518 84 68 40 1645 1439
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 14 2 1 2 2 52 1 457 43 0 4 52 13 160 13 15 16 0 16 0 0
split_gain=13.7142 2.09447 1.38618 1.20054 0.837114 0.64533 0.481553 0.430767 0.404439 0.370738 0.318365 0.312897 0.160679 0.154036 0.1472 0.120274 0.113685 0.182519 0.0985455 0.119759 0.10811 0.0920492 0.104103 0.0830132 0.0815437 0.0779335 0.139823 0.0737722 0.0829956 0.0737235
threshold=0.104035 -0.40967499999999996 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40473500000000007 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.089885000000000007 0.092845000000000025 0.17025000000000004 0.14530500000000005 -0.56176499999999996 0.091195000000000012 0.080930000000000016 -0.016814999999999997 0.18019500000000002 0.038415000000000012 1.0000000180025095e-35 -0.0044799999999999987 -1.0000000180025095e-35 -0.016469999999999995 0.090455000000000021 -0.097644999999999996 -0.10836499999999999 -0.016164999999999995 -0.26343999999999995 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 8 -6 12 9 10 15 -5 23 21 -12 25 18 -18 19 -16 -21 -3 -23 -4 -11 -1 -27 28 -24 -7
right_child=1 2 7 11 6 29 -8 -9 -10 24 14 -13 -14 -15 16 -17 17 -19 -20 20 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00078690986340358932 0.00068802766913261695 0.00033100897384282695 0.00017266333294662764 0.00061881573930990777 0.00062431063361233913 0.00054555388523256244 0.00035878690322467018 0.00044608863998277514 0.00044293641884696672 0.00089210979220864166 0.00078723087900042592 0.00038804662651763353 7.7051285247994107e-05 0.0001993859582238228 0.00069405722136304778 0.00068169684611266298 0.00068541615617041492 0.00043410877423251376 0.00053934079320991737 0.00059944616929720506 0.00069164559592942458 0.00049184903396954976 0.0003132204407570409 0.00028229434349044571 0.00076905039564035649 0.00061514299703180244 0.00073200972726675912 0.00027121754775247763 0.00045868790130212581 0.00039065019353653758
leaf_weight=92 76 152 79 37 85 27 38 25 22 47 43 58 50 24 539 216 25 20 20 117 84 36 25 40 37 41 984 23 38 21
leaf_count=92 76 152 79 37 85 27 38 25 22 47 43 58 50 24 539 216 25 20 20 117 84 36 25 40 37 41 984 23 38 21
internal_value=0 0.000380942 0.000342994 0.000693996 0.000406186 0.000702787 0.000542279 0.000205861 0.00070751 0.00071008 0.000705156 0.000477925 0.000170324 0.000350013 0.000675455 0.000724052 0.000669484 0.000573724 0.000675154 0.000678825 0.000637977 0.000363207 0.000403321 0.000209514 0.000837905 0.000732242 0.000727335 0.000366263 0.000400963 0.000477784
internal_weight=0 691 615 2430 421 2335 123 194 2287 2265 2181 95 169 298 848 1333 805 45 760 740 201 274 122 119 84 1117 1025 86 63 48
internal_count=3121 691 615 2430 421 2335 123 194 2287 2265 2181 95 169 298 848 1333 805 45 760 740 201 274 122 119 84 1117 1025 86 63 48
is_linear=0
shrinkage=0.00196078


Tree=7365
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 1 4 2 1 47 49 1 0 150 0 4 2 159 50 1 3 3 14 2 43 2 3 3
split_gain=15.3484 2.37277 1.4404 1.0267 0.887754 0.747715 0.52833 0.497626 0.468997 0.376657 0.319726 0.28834 0.278072 0.26303 0.268896 0.228691 0.206307 0.181946 0.196553 0.160741 0.157442 0.128245 0.11538 0.178299 0.115245 0.107021 0.103697 0.103159 0.0973001 0.0978903
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 0.062655000000000016 0.077845000000000011 0.27287000000000006 0.14285500000000004 0.12811000000000003 0.10648500000000001 -0.054984999999999992 0.089625000000000024 -0.10607499999999999 1.0000000180025095e-35 -0.064754999999999993 -0.55119499999999988 0.088850000000000012 0.083335000000000006 0.086295000000000011 0.13075500000000004 0.088060000000000013 0.13524500000000003 -0.46166999999999997 -0.0091949999999999983 -0.080324999999999994 0.31358000000000003 -0.11255999999999998 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 8 6 13 -4 11 15 24 19 -2 17 -15 -7 -13 -1 28 22 27 -5 -3 -24 -10 -16 -9 -6 -19 -30
right_child=1 4 7 21 20 9 -8 26 10 -11 -12 16 -14 14 25 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00094731529500607719 0.00047086387053322609 0.00037339605402051187 0.00072600191944286602 0.00044417986317592505 0.00017345092988120192 0.00070692455735920626 0.00092311123592677801 0.0004646348337284705 0.0005069874497313126 0.00049244008814122817 0.00019915490026610523 0.00068456242287081052 0.0007060614111618214 0.00055838510321051468 0.00059158891585527681 0.00052005077564118993 0.00042181462081441399 0.00069584438662513408 0.00073793805638625628 0.00028000262250252463 0.00031453919010390199 0.00027458682105407803 0.00063985950903954847 0.00038996496097282374 0.00033581405094601475 0.00074027741678388346 0.00029709231263647475 2.2710432538920951e-05 0.00079328954949886316 0.0006844739322852181
leaf_weight=22 23 53 28 60 64 373 79 49 20 39 73 27 121 40 20 27 20 45 542 35 23 24 21 23 62 268 20 24 863 33
leaf_count=22 23 53 28 60 64 373 79 49 20 39 73 27 121 40 20 27 20 45 542 35 23 24 21 23 62 268 20 24 863 33
internal_value=0 0.000405347 0.000739692 0.000568001 0.00032201 0.000749353 0.000766109 0.000505536 0.000372498 0.000676377 0.000293539 0.00044087 0.000668495 0.000759342 0.000709029 0.000694311 0.000572755 0.000770308 0.000767682 0.000393912 0.000170093 0.000395725 0.000435013 0.000509233 0.000377564 0.000729952 0.000416072 0.00013234 0.000784814 0.000789282
internal_weight=0 673 2448 228 445 2351 1912 97 334 439 155 179 144 1833 328 400 47 1505 1483 132 111 84 97 44 82 288 69 88 941 896
internal_count=3121 673 2448 228 445 2351 1912 97 334 439 155 179 144 1833 328 400 47 1505 1483 132 111 84 97 44 82 288 69 88 941 896
is_linear=0
shrinkage=0.00196078


Tree=7366
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 2 150 43 4 12 376 43 43 2 1212 403 44 4 2 4 12 52 4 1 1 401 12 1 16 15
split_gain=0.689439 0.0964594 0.0904684 0.0677463 0.062893 0.0597172 0.0572455 0.0529398 0.0446728 0.0436589 0.03265 0.0313175 0.0342981 0.0449078 0.0351794 0.061123 0.0310586 0.0326934 0.0484798 0.0553293 0.0359953 0.030287 0.0299552 0.0385939 0.0275927 0.0275507 0.0417292 0.0269026 0.0268031 0.0388182
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.11924500000000002 -0.073404999999999984 0.31358000000000003 0.10980500000000001 -0.085594999999999991 0.09173000000000002 0.087830000000000005 0.083785000000000012 0.093175000000000022 0.0034250000000000005 0.084755000000000011 -0.064959999999999976 -0.0038999999999999994 1.0000000180025095e-35 -0.062539999999999984 0.092120000000000021 0.0037800000000000004 -0.010834999999999999 -0.023194999999999997 -0.15764999999999998 0.11866500000000001 0.11249000000000002 0.085605000000000014 -0.093619999999999995 0.11374000000000002 -1.0000000180025095e-35 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 7 22 16 -1 -2 11 -9 12 14 -14 15 -4 17 -6 19 21 -20 -19 -3 24 -24 26 -25 -26 -11 -30
right_child=1 5 9 -5 6 -7 -8 10 -10 28 -12 -13 13 -15 -16 -17 -18 18 20 -21 -22 -23 23 25 27 -27 -28 -29 29 -31
leaf_value=0.0069904486686494715 0.0074091719555306364 0.0060925149449354253 0.015435345266901313 0.0019285602025532476 0.0092791594324235834 -0.0016069908120418684 0.0027133046228083827 0.00025154424458742142 0.0042313664111217767 0.0080310340978427732 0.0047961061993657163 0.012151401214068755 0.0092852900030031323 0.0041861517644391803 0.0085614122257477183 0.0085340199117181891 0.011492676667869092 0.003578910591419448 0.0066988266073167331 0.011615536305488963 0.0018379946462810039 0.0088882614237566788 0.0025931173559421532 0.0052879765467799232 0.0090055966284126043 -0.0012420242605730891 0.0018423750248679816 0.0045320162301167579 0.0090761180906617032 0.0065818819008205609
leaf_weight=74 90 36 21 30 89 26 21 25 87 916 43 25 31 39 649 33 25 22 39 33 25 21 39 46 20 20 149 41 77 329
leaf_count=74 90 36 21 30 89 26 21 25 87 916 43 25 31 39 649 33 25 22 39 33 25 21 39 46 20 20 149 41 77 329
internal_value=0 0.00392144 0.00781124 0.00651839 0.00684859 0.00301731 0.00773108 0.00513954 0.0058472 0.00808384 0.00312531 0.00866793 0.00855527 0.00644434 0.00876546 0.0112179 0.00814594 0.00778057 0.0068279 0.00853556 0.00480006 0.00617185 0.00335985 0.00304754 0.00467056 0.00229265 0.00265518 0.00599876 0.00773126 0.00705493
internal_weight=0 554 2567 447 417 377 275 142 177 2120 68 798 773 70 703 54 254 229 140 76 64 43 351 315 100 215 195 61 1322 406
internal_count=3121 554 2567 447 417 377 275 142 177 2120 68 798 773 70 703 54 254 229 140 76 64 43 351 315 100 215 195 61 1322 406
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=31
num_cat=0
split_feature=1 52 1 12 15 3 1 50 2 12 4 0 3 9 12 43 2 12 13 47 0 2 16 12 47 4 16 50 149 16
split_gain=0.558446 0.0794709 0.0752102 0.0732794 0.0625717 0.0625156 0.0565634 0.04657 0.0397322 0.0430814 0.0370255 0.038142 0.035037 0.0350056 0.0351807 0.0393179 0.0329458 0.0312748 0.030471 0.0300631 0.0271628 0.0310577 0.0269164 0.0259169 0.0257445 0.0226383 0.0243145 0.0288867 0.0220574 0.0245193
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.08864000000000001 0.14026500000000003 0.13754500000000003 0.11734000000000001 0.40124500000000002 -0.14920999999999998 0.10542000000000001 0.099965000000000012 0.089410000000000003 -0.04890499999999999 0.11362000000000001 0.11734000000000001 -0.010739999999999998 0.077555000000000013 -0.067094999999999988 0.090545000000000014 -0.11118499999999999 0.085250000000000006 0.090280000000000013 0.053180000000000012 -0.12029499999999999 -0.096124999999999988 0.079625000000000015 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 7 4 5 6 19 8 9 13 11 23 20 14 15 18 -17 25 -3 -1 21 -8 -4 -5 -2 28 -27 -28 29 -13
right_child=1 2 22 10 -6 -7 12 -9 -10 -11 -12 17 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0065801481379934692 0.010110982299083845 0.0031338073354246184 0.0017812269150882085 0.011959854449980475 0.0092776992009021338 0.00071512460260866927 0.0065742410295169364 0.0080945002454841011 0.0017215013392059418 0.0082132313210009182 0.0030973519517352717 0.007594745919614761 0.0080139552271079832 -0.00030896224170213658 0.0062121263338701322 0.0070208774352642266 0.0034300875200036296 0.0053320825704736867 -0.00058781391531793469 0.010334951918572187 0.0020255514007294548 0.0034794750471418309 -0.0024056052441924942 0.0077321219161666684 0.0054791595305626597 0.0072517046908095453 0.0075061101498531888 0.003567064377980737 0.010584482345306739 0.0066829657367479551
leaf_weight=145 20 66 34 29 48 26 59 22 108 22 21 1368 27 21 54 38 78 82 33 25 45 72 28 29 30 112 29 52 22 376
leaf_count=145 20 66 34 29 48 26 59 22 108 22 21 1368 27 21 54 38 78 82 33 25 45 72 28 29 30 112 29 52 22 376
internal_value=0 0.0035293 0.00315206 0.00703012 0.00586655 0.00545618 0.00578666 0.00360958 0.00337465 0.0039469 0.00727545 0.00731726 0.00465975 0.00362324 0.00393022 0.00335709 0.00460638 0.0072454 0.00189327 0.00713233 0.00414518 0.0048733 -0.000109601 0.00984599 0.00733189 0.00732548 0.00629718 0.00497734 0.00743786 0.00739817
internal_weight=0 554 504 2567 447 399 373 442 420 312 2120 2099 203 290 269 215 116 2041 99 170 176 131 62 58 50 1959 193 81 1766 1744
internal_count=3121 554 504 2567 447 399 373 442 420 312 2120 2099 203 290 269 215 116 2041 99 170 176 131 62 58 50 1959 193 81 1766 1744
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 4 1 3 0 150 2 1 2 13 4 47 1447 43 39 10 4 4 0 12
split_gain=26.3837 4.3289 2.65319 2.19435 1.44025 1.20223 0.856115 0.780356 0.649782 0.630356 0.682656 0.608878 0.417919 0.375704 0.358531 0.341114 0.247767 0.226307 0.192073 0.16222 0.159427 0.142645 0.136923 0.136754 0.129974 0.124953 0.122199 0.119928 0.145193 0.165973
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.092845000000000025 0.14285500000000004 0.17025000000000004 0.40945500000000007 0.40473500000000007 0.089625000000000024 0.30112000000000005 -0.10607499999999999 1.0000000180025095e-35 0.089885000000000007 0.097525000000000014 -0.0091949999999999983 -0.016469999999999995 -0.036839999999999991 0.090100000000000013 -0.082869999999999985 -0.050459999999999998 0.087690000000000004 -0.38124499999999995 -0.0070899999999999991 0.022185000000000003 0.14486500000000005 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 21 6 12 -5 15 10 13 26 16 24 -14 17 -1 27 -16 -12 -2 -3 -18 -21 -4 -11 -6 28 29 -7
right_child=1 2 9 7 11 8 -8 -9 -10 25 19 -13 14 -15 18 -17 22 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010873727376662355 0.00110453973681319 0.00055040503466492177 0.00072570273650750543 0.00096737625433707532 0.0010774895827086813 0.0011374479967264828 0.0012654603918245515 0.00060531215389180023 0.00071023132927367405 0.0002791873831677894 0.00030465269119295935 0.00061880043567785249 0.0008196203971245126 0.00035513425793717889 0.00083236815006125205 0.00076255164844353908 0.0011583882125399672 0.0010969059961829699 0.00103156228749698 0.00034394818854352298 0.00091012214961784337 0.00069001225474613168 0.0010233957772503241 0.00056018580478381982 0.00054964335206165614 8.3867763443028226e-05 0.0008992524626208286 0.00092065168526237926 0.00085011115662899674 0.00098700226207304497
leaf_weight=1050 50 191 38 37 21 36 79 60 39 34 87 30 40 22 20 27 31 64 268 23 24 33 424 22 28 20 50 121 22 130
leaf_count=1050 50 191 38 37 21 36 79 60 39 34 87 30 40 22 20 27 31 64 268 23 24 33 424 22 28 20 50 121 22 130
internal_value=0 0.000594072 0.000538799 0.00103243 0.000658621 0.00104436 0.0010656 0.000743419 0.000951821 0.000396675 0.00044327 0.000853009 0.00105699 0.000577042 0.00099357 0.000975376 0.00107081 0.000990782 0.00101773 0.000354088 0.00104149 0.000570972 0.00103259 0.000449664 0.000651011 0.000206847 0.00095197 0.000968802 0.000999792 0.00101963
internal_weight=0 673 599 2448 325 2351 1912 97 439 274 220 101 1833 88 328 400 1505 373 288 132 74 224 455 45 66 54 71 309 188 166
internal_count=3121 673 599 2448 325 2351 1912 97 439 274 220 101 1833 88 328 400 1505 373 288 132 74 224 455 45 66 54 71 309 188 166
is_linear=0
shrinkage=0.00196078


Tree=7369
num_leaves=31
num_cat=0
split_feature=1 4 12 150 1375 2 2 4 2 52 16 0 12 0 4 0 13 3 1 12 49 11 0 11 52 400 12 3 43 132
split_gain=0.561529 0.0813134 0.0732991 0.0640824 0.061914 0.0484713 0.08698 0.0628092 0.04676 0.0464251 0.0511619 0.0389358 0.0358805 0.0347103 0.0327903 0.0480875 0.0285805 0.0370437 0.0270858 0.0270417 0.0265259 0.024107 0.0489216 0.044196 0.0299867 0.0230941 0.0219843 0.0294677 0.0234546 0.0221514
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 -0.092319999999999985 1.0000000180025095e-35 0.090790000000000023 -0.010655 0.25063000000000007 0.0046550000000000003 0.41553500000000004 -0.026509999999999995 0.090285000000000018 -0.13843999999999998 -0.0096849999999999974 -0.088774999999999979 0.10820000000000002 -0.12018999999999998 0.12337000000000002 0.12757000000000002 -0.082254999999999981 1.0000000180025095e-35 -0.11242999999999999 0.080150000000000013 -0.046924999999999988 -0.082934999999999995 0.10742000000000002 -0.064674999999999983 -0.0030899999999999994 0.090650000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 -1 7 -7 -6 16 10 20 13 21 -2 15 -14 17 -3 -19 25 -8 22 -4 -23 -25 -17 27 29 -28 -27
right_child=1 8 12 -5 5 6 9 -9 -10 -11 -12 -13 14 -15 -16 19 -18 18 -20 -21 -22 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.00090513493481051669 0.0033616005389679538 0.006211317564114271 0.0038269984959201381 0.0024652480016634291 0.00074707669007372771 0.0093445974606795306 0.0073226145934313543 0.0065930665563791986 -0.0018257588390648987 0.007972442775831692 0.0088949689508548806 0.0027138918080120622 0.010460382874848115 0.0071272212533189218 0.006035056838140606 0.010396157421002333 -0.00021697916215219137 0.0043392535023045759 0.0017894664199291325 0.0039812044119807311 0.0037146562192342742 0.01196653529674419 0.0077388367129572096 0.010366699695587159 0.0053334517352250886 0.0068642731553712521 0.010820965128650349 0.0032256114862060977 0.0067482476588338614 0.009404397938350165
leaf_weight=23 30 34 33 82 34 93 24 40 24 70 28 34 45 133 292 22 28 62 127 27 135 37 1024 20 29 476 31 21 26 37
leaf_count=23 30 34 33 82 34 93 24 40 24 70 28 34 45 133 292 22 28 62 127 27 135 37 1024 20 29 476 31 21 26 37
internal_value=0 0.00361151 0.00712198 0.00481431 0.00595826 0.00623236 0.006724 0.00390707 0.00239123 0.00577569 0.00495337 0.00579209 0.00736735 0.00643416 0.00692238 0.00730062 0.00279444 0.00317256 0.0026259 0.00707845 0.00425925 0.0077477 0.00761671 0.00935774 0.00738784 0.00721487 0.00709644 0.00689718 0.00896323 0.00704748
internal_weight=0 554 2567 279 447 424 350 74 275 257 187 197 2120 163 977 685 251 223 189 640 159 1143 1057 86 49 613 591 534 57 513
internal_count=3121 554 2567 279 447 424 350 74 275 257 187 197 2120 163 977 685 251 223 189 640 159 1143 1057 86 49 613 591 534 57 513
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 1 4 14 4 2 4 457 0 4 3 16 160 15 50 52 2 49 4 43 160 10 131
split_gain=19.587 3.45303 1.98052 1.42325 1.18452 1.06629 0.585788 0.56766 0.470842 0.464471 0.369236 0.324508 0.309916 0.356938 0.287864 0.265999 0.33191 0.314306 0.226236 0.196085 0.181552 0.180429 0.178384 0.171496 0.209032 0.166454 0.14779 0.136396 0.115992 0.115767
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14285500000000004 0.042705000000000007 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.062655000000000016 0.27834500000000006 0.14285500000000004 0.42051500000000003 0.29113500000000009 -0.076579999999999995 -0.49013999999999996 -0.11171999999999999 -0.44310499999999992 -1.0000000180025095e-35 -0.41942499999999994 0.083640000000000006 -0.024714999999999997 0.11144000000000001 0.065470000000000014 0.36766000000000004 -0.018859999999999998 -0.067824999999999983 -0.38124499999999995 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 6 10 12 -5 -6 14 18 13 -4 15 -1 21 19 -8 -18 -14 26 -3 25 -25 -24 -17 -15 -22 -2
right_child=1 2 7 8 9 -7 11 -9 -10 -11 -12 -13 20 27 -16 16 17 -19 -20 -21 28 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00084038700329892098 0.00087431646169895141 0.00034374636496480124 0.00040964570584240594 0.00073972682260809971 0.00073735530991117103 0.00049023205988472463 0.00084307720825967439 0.00048245921075565194 0.00045664344729756169 0.00045146009402324849 0.00096148920698253392 0.00051210586232500817 0.00024614500865995662 0.00033912701953913013 0.00058986031432069989 0.00069197908701265555 0.00048519738926810271 0.00078294558003865063 0.00071860351032148793 0.00072104144206163226 0.00017576019430313918 0.0010426769208729991 0.00065924721203890506 0.00032869015719549504 0.00055923776354998992 0.00043279875468794216 0.00088019439785107082 0.00016118568191060865 2.870592560123595e-06 0.00070968157934402326
leaf_weight=1391 52 108 52 37 74 39 79 37 58 31 78 23 37 22 20 20 23 333 194 33 25 21 24 54 21 26 81 67 37 24
leaf_count=1391 52 108 52 37 74 39 79 37 58 31 78 23 37 22 20 20 23 333 194 33 25 21 24 54 21 26 81 67 37 24
internal_value=0 0.000428031 0.000379305 0.000802158 0.000480036 0.000811729 0.00081719 0.000256391 0.000566897 0.000652948 0.000829239 0.000735779 0.000221539 0.00028058 0.000823872 0.000826333 0.000788075 0.000760089 0.000754623 0.000624177 0.00013745 0.000877308 0.000402114 0.000452544 0.000393243 0.000541494 0.000842924 0.000205171 7.25841e-05 0.000822326
internal_weight=0 691 615 2430 338 2335 2296 277 95 105 2000 296 240 141 1922 1902 511 389 273 56 99 122 233 125 75 50 101 89 62 76
internal_count=3121 691 615 2430 338 2335 2296 277 95 105 2000 296 240 141 1922 1902 511 389 273 56 99 122 233 125 75 50 101 89 62 76
is_linear=0
shrinkage=0.00196078


Tree=7371
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 4 4 2 2 4 12 2 0 150 0 12 1 3 50 132 1 51 4 3 0 1 39 47 4 0
split_gain=19.2073 2.14967 2.08045 1.47825 0.932535 0.78215 0.654551 0.644128 0.635517 0.632525 0.5141 0.50623 0.392084 0.379423 0.271305 0.24253 0.216068 0.208876 0.166025 0.153871 0.149704 0.165129 0.13963 0.135101 0.127139 0.125849 0.117993 0.128258 0.116947 0.115174
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.08864000000000001 0.36766000000000004 0.36766000000000004 0.14285500000000004 0.13404500000000005 0.40124500000000002 -0.010834999999999999 0.090425000000000019 -0.14920999999999998 1.0000000180025095e-35 -0.23194499999999998 0.051320000000000005 0.16175000000000003 -0.14186499999999996 0.086295000000000011 0.08696000000000001 0.077845000000000011 -0.090529999999999985 -0.0070899999999999991 0.10732000000000001 -0.23194499999999998 0.10171500000000001 0.087690000000000004 0.090280000000000013 -0.0057249999999999992 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 8 11 7 26 14 22 25 12 -1 24 -4 -13 -8 -17 -9 -2 -14 -22 -5 28 -12 -6 27 -3 -16 -19
right_child=1 6 4 9 10 -7 16 18 -10 -11 13 15 20 -15 23 17 -18 29 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098489525780838419 0.00036778130813806511 0.00038391255581861035 0.00093951127002158481 0.00078404413413920172 0.00048510419445879318 0.0004128242223493122 0.00017314652098469148 2.8327096353673265e-05 0.00046588162946350429 0.00037554042203511801 0.0005397546106912926 0.00054282257137258758 0.00080063952546200715 0.00044235363128833436 0.00077435257893791742 0.00082066625600430798 -2.4229832139669679e-05 0.0005908903901831866 0.00027259829438145398 0.0001892647943368145 0.00058184162731848507 0.00076423103052240089 0.0006304219430048741 0.00056181095664873781 0.00071674368347590949 0.00034043452614553976 0.00034388082355079491 0.00059108149446952828 0.00068434361748374026 0.00072459776414123163
leaf_weight=39 160 20 22 46 50 24 145 23 40 29 20 27 839 37 104 89 25 26 20 21 20 417 45 21 71 43 29 27 119 523
leaf_count=39 160 20 22 46 50 24 145 23 40 29 20 27 839 37 104 89 25 26 20 21 20 417 45 21 71 43 29 27 119 523
internal_value=0 0.000342982 0.000735842 0.000458954 0.000626218 0.000764671 0.000222194 0.000333727 0.000696314 0.000627714 0.000529162 0.000768935 0.000791231 0.000609773 0.000730966 0.000724847 0.000144121 0.00073255 0.000141942 0.000347069 0.000785312 0.000755884 0.000708077 0.000712162 0.000677845 0.000418214 0.000442237 0.000502924 0.000726321 0.000718266
internal_weight=0 590 2531 301 527 2004 289 119 306 120 221 1980 1315 128 266 665 170 638 43 181 1276 437 91 244 91 93 76 47 223 549
internal_count=3121 590 2531 301 527 2004 289 119 306 120 221 1980 1315 128 266 665 170 638 43 181 1276 437 91 244 91 93 76 47 223 549
is_linear=0
shrinkage=0.00196078


Tree=7372
num_leaves=31
num_cat=0
split_feature=1 52 12 1 44 4 3 0 123 50 1 0 4 43 40 51 43 156 43 3 4 16 16 1 3 15 14 49 10 51
split_gain=0.641217 0.0892465 0.0833021 0.0741117 0.0655847 0.071606 0.077071 0.0809825 0.0471263 0.0464022 0.0428948 0.0390277 0.0384787 0.0367573 0.0356329 0.0354636 0.03774 0.041166 0.0336374 0.0332165 0.0518635 0.0529708 0.030441 0.0327971 0.0287128 0.0277955 0.0319899 0.0275025 0.0274839 0.026149
threshold=0.10920500000000001 -0.26636999999999994 0.078300000000000008 0.14860500000000001 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.071924999999999989 0.11679000000000002 0.14026500000000003 0.085110000000000005 -0.14454499999999995 0.053180000000000012 -0.086909999999999987 -1.0000000180025095e-35 -0.24351499999999995 0.12450000000000001 0.10339000000000002 -0.23229999999999998 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 -0.008904999999999998 0.12765500000000005 0.048265000000000009 1.0000000180025095e-35 0.077685000000000018 -0.069799999999999987 -0.062879999999999978 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 5 -1 7 10 9 15 24 27 19 -9 -15 -3 17 18 -17 25 21 -21 23 -20 -7 29 -27 -12 -5 -4
right_child=1 3 12 28 -6 6 -8 13 -10 -11 11 -13 -14 14 -16 16 -18 -19 22 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0084885883548607433 0.007796223746612669 0.0075630147703729268 0.00906354798868024 -0.002922056710231118 0.010895999736184705 0.0074475650664680877 0.00072380348733118308 0.0058936154550832259 -0.00039620881527662279 0.0087735844729468233 0.0065302468416076611 0.007852045122396064 0.0065965013546784501 0.0036975511741316456 -0.0021345352334901694 0.006706619868054986 0.0077154602921966995 0.0068945155820498861 0.0041863897890770732 0.00097598487839356757 0.0079065882334119625 0.0073919788723991776 0.0004863111488302821 0.0018680281386053554 0.011788394544273615 0.013064009922020364 0.0088335904892748937 0.0031811386222052236 0.0015819135986800707 0.0049431919175549413
leaf_weight=90 50 24 67 20 29 64 33 23 25 20 41 54 242 22 20 23 21 30 142 22 1656 31 50 107 20 33 39 61 42 20
leaf_count=90 50 24 67 20 29 64 33 23 25 20 41 54 242 22 20 23 21 30 142 22 1656 31 50 107 20 33 39 61 42 20
internal_value=0 0.00376654 0.00751784 0.00336677 0.00629379 0.00598196 0.00531452 0.00581122 0.00382093 0.00407376 0.00665922 0.00567821 0.00778295 0.00268013 0.000920367 0.00383699 0.00359725 0.00335156 0.00302147 0.00793666 0.00780804 0.00472874 0.002738 0.00319015 0.0084811 0.00931914 0.0107725 0.00452735 0.00012902 0.00811634
internal_weight=0 554 2567 504 457 428 338 305 442 417 240 156 2110 65 42 397 373 352 322 1868 1709 53 299 249 84 159 72 102 62 87
internal_count=3121 554 2567 504 457 428 338 305 442 417 240 156 2110 65 42 397 373 352 322 1868 1709 53 299 249 84 159 72 102 62 87
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 16 2 2 1 2 457 12 4 1 2 47 12 3 13 475 15 0 16 15 52
split_gain=16.058 2.63931 1.40324 1.12187 0.887466 0.817903 0.507115 0.440233 0.375004 0.370035 0.321258 0.29944 0.297501 0.259655 0.278158 0.239071 0.195291 0.241638 0.178675 0.175063 0.159998 0.146654 0.220882 0.13714 0.117752 0.117207 0.189974 0.12233 0.10691 0.103361
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.061854999999999993 0.11704500000000001 0.17025000000000004 0.089625000000000024 0.090050000000000005 0.080930000000000016 0.09141500000000001 -0.51843499999999987 0.11910500000000002 -1.0000000180025095e-35 0.10648500000000001 -0.010834999999999999 0.11658 -0.0087749999999999981 -0.069854999999999987 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 0.013270000000000002 0.12418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 20 7 12 13 -4 15 -8 -2 29 16 19 24 17 -1 -5 -15 21 23 -23 -3 -7 -19 27 -27 -18 -6
right_child=1 4 8 18 6 9 10 -9 -10 -11 -12 -13 -14 14 -16 -17 28 25 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010008533990461062 0.00071820409230388357 0.00040405262784564241 0.00068252626355337848 0.00047739892980432725 0.00021776910499520912 0.00079613936235423848 0.00028973054619656148 0.00092184887458911496 0.00042700700257802506 0.00050664015100054739 0.00055723613602857958 0.00045965668361853148 5.5016134121002197e-05 0.00058778910910715909 0.00051583362525645516 0.00051124278529017574 0.00069664470643931477 0.00090748165922026173 0.00029523964170771234 0.00075072884779856289 0.00059773583732107105 0.00060723668606090951 0.00038892413441445073 0.00021146301251430026 0.00069941333001616974 0.00077439865791330146 0.0007918943356068944 0.00060884265459098706 0.0007685116633250656 0.00034827179613285787
leaf_weight=21 124 44 34 47 140 56 45 76 63 41 28 20 42 28 24 24 138 31 37 268 20 28 49 21 356 32 1031 37 188 28
leaf_count=21 124 44 34 47 140 56 45 76 63 41 28 20 42 28 24 24 138 31 37 268 20 28 49 21 356 32 1031 37 188 28
internal_value=0 0.0004057 0.000747686 0.000577246 0.000317807 0.000757222 0.000251556 0.000775673 0.00051657 0.000684732 0.000392335 0.000682295 0.000202619 0.000769495 0.000718854 0.000701479 0.000780459 0.000792449 0.000397162 0.000735316 0.000433541 0.000410415 0.000468311 0.000341831 0.000712561 0.000788579 0.000785228 0.000685622 0.000738089 0.00023952
internal_weight=0 673 2448 228 445 2351 283 1874 97 477 73 144 210 1798 320 436 1478 1152 84 296 162 142 77 65 412 1131 1100 69 326 168
internal_count=3121 673 2448 228 445 2351 283 1874 97 477 73 144 210 1798 320 436 1478 1152 84 296 162 142 77 65 412 1131 1100 69 326 168
is_linear=0
shrinkage=0.00196078


Tree=7374
num_leaves=31
num_cat=0
split_feature=1 4 12 150 44 4 3 0 1 12 2 2 49 480 4 0 150 133 49 481 0 149 1 16 132 50 3 15 42 0
split_gain=0.603837 0.0872542 0.0788057 0.0659389 0.0583581 0.0635098 0.0674368 0.0720091 0.0495208 0.0403589 0.0403116 0.0380453 0.0361586 0.0329281 0.0350798 0.0413815 0.0321201 0.0306927 0.0295164 0.0285806 0.0281616 0.0278498 0.0269031 0.0257768 0.0475732 0.0582027 0.0439387 0.0475737 0.0356158 0.0580103
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.084680000000000019 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.026509999999999995 0.085110000000000005 0.090285000000000018 0.25063000000000007 0.14285500000000004 0.0093850000000000027 -0.03031 -0.0096849999999999974 -0.088774999999999979 0.083095000000000016 -0.085499999999999979 -0.069799999999999987 -0.00058999999999999992 0.056435000000000006 0.07770500000000001 0.11910500000000002 -0.073404999999999984 -0.083284999999999984 0.098785000000000026 -0.080884999999999985 0.092715000000000006 -0.031659999999999994 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 20 7 8 17 -4 21 -2 16 -11 15 -15 -10 -7 -18 -17 -1 22 -3 24 -21 26 28 -28 -26 -30
right_child=1 10 9 -5 -6 6 -8 -9 12 13 -12 -13 -14 14 -16 19 18 -19 -20 23 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0093942105373153936 0.0064498852005721447 0.0041454308440513682 0.0079625589455157974 0.0025213747539432584 0.010449277567837773 0.0057401531104308871 0.00089108125896679923 0.001382228545844555 0.007399051457040888 0.0031684422377674356 -0.0015212525497190655 0.0024089933585384172 0.0016843289090320468 0.01053160430376672 0.0062443452929162868 0.010818659887730104 0.0056799972271305869 0.0094452687034036146 0.0015101581275909362 0.012727753086946906 0.0056090324996681566 0.0061670151115818458 0.0017523748189513717 0.0067207361277827719 0.0084768014189132764 0.0024933216813951731 0.013951207455956256 0.0082168748112729732 0.0021234004565610968 0.0090246666400205528
leaf_weight=61 170 66 1133 82 29 36 33 35 68 21 24 27 25 44 286 23 58 59 24 20 29 22 163 377 74 20 23 39 29 21
leaf_count=61 170 66 1133 82 29 36 33 35 68 21 24 27 25 44 286 23 58 59 24 20 29 22 163 377 74 20 23 39 29 21
internal_value=0 0.00365826 0.00729857 0.00490422 0.00610802 0.00581387 0.00518529 0.00564991 0.00620312 0.00755643 0.00239418 0.00589606 0.0052053 0.00708546 0.0071715 0.00756728 0.00579213 0.00804122 0.00445956 0.00735892 0.00817454 0.00276857 0.00244208 0.00722696 0.0080714 0.00761933 0.00817052 0.0103441 0.00708371 0.00502193
internal_weight=0 554 2567 279 457 428 338 305 270 2110 275 197 175 977 956 670 150 95 82 626 90 251 229 603 226 206 186 62 124 50
internal_count=3121 554 2567 279 457 428 338 305 270 2110 275 197 175 977 956 670 150 95 82 626 90 251 229 603 226 206 186 62 124 50
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 1 4 3 1 3 4 475 49 3 3 12 3 48 1 1 151 49 16 4
split_gain=9.31981 1.58858 1.03986 0.841779 0.525757 0.487585 0.321705 0.274308 0.23331 0.225191 0.224276 0.189957 0.143053 0.143169 0.232601 0.12535 0.12559 0.10627 0.10336 0.168954 0.0950151 0.0944555 0.0922985 0.0859389 0.123892 0.0843593 0.0731594 0.0720289 0.0710348 0.0686699
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.40473500000000007 0.09253500000000002 0.13707500000000003 -0.55119499999999988 -0.12018999999999998 0.080270000000000022 0.086245000000000016 -0.031404999999999995 -0.082014999999999991 -0.013914999999999999 -0.083654999999999993 -0.0087149999999999988 0.087695000000000009 -0.13927999999999999 0.08955500000000001 0.15964000000000003 0.089875000000000024 -0.088784999999999989 -0.078034999999999979 -0.25582999999999995 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 26 7 11 12 17 -6 -5 20 -1 14 -14 21 -17 -7 19 -19 28 25 -20 24 -13 -15 -3 -12 -4 -2
right_child=1 2 6 10 9 8 -8 -9 -10 -11 27 23 13 15 -16 16 -18 18 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077314315334198961 0.00064144628411308326 0.00040114602074027062 0.00023359520357349117 0.00054233851130931461 0.00055122278832100535 0.00065438743486523007 0.00038565985002630466 0.00073252777800625205 0.00040103890797307801 0.0003564515717181505 0.00040988379796044424 0.00020177125334588925 0.00061469546186547963 0.00063851753305697422 0.00039277217235245734 0.00063133415913224362 0.00047623506244443426 0.00033297464703701011 0.00064928134501564738 0.00057885660499387465 0.00019784376183125686 0.0006039634868825035 0.00054904925953192906 3.2722390076591738e-05 5.5428701848570816e-05 0.00053711775206117954 0.00030892618437342674 0.00027510958279367367 0.00038692198980313082 0.00050964222040051721
leaf_weight=21 55 40 21 34 74 41 37 76 39 33 31 86 46 715 30 34 49 21 40 22 54 866 302 23 30 33 191 30 26 21
leaf_count=21 55 40 21 34 74 41 37 76 39 33 31 86 46 715 30 34 49 21 40 22 54 866 302 23 30 33 191 30 26 21
internal_value=0 0.000337587 0.000304537 0.000595657 0.000377527 0.000603018 0.000215474 0.000617147 0.000546198 0.000491153 0.000414728 0.000189237 0.000612259 0.000610354 0.000527094 0.000614083 0.00053977 0.000559487 0.00054938 0.000458775 0.000253951 0.000617904 0.000560772 0.000142214 0.000163924 0.000634044 0.000324895 0.000343601 0.000318414 0.000605027
internal_weight=0 691 615 2430 338 2335 277 1870 465 107 95 240 1794 1773 76 1697 83 426 385 43 101 1614 342 139 116 748 231 61 47 76
internal_count=3121 691 615 2430 338 2335 277 1870 465 107 95 240 1794 1773 76 1697 83 426 385 43 101 1614 342 139 116 748 231 61 47 76
is_linear=0
shrinkage=0.00196078


Tree=7376
num_leaves=31
num_cat=0
split_feature=1 3 39 12 4 483 1375 43 3 43 4 2 42 12 1 12 2 43 15 13 52 15 376 2 12 4 0 13 16 0
split_gain=0.546642 0.0817448 0.072449 0.0712318 0.0514374 0.0513234 0.0477256 0.0418458 0.0466096 0.0415494 0.0396142 0.0371817 0.0397762 0.0370208 0.0351851 0.0337749 0.0432792 0.0318688 0.0309277 0.0303976 0.028732 0.044397 0.0278714 0.0265811 0.0253215 0.0237052 0.0442433 0.023613 0.0213826 0.037594
threshold=0.10920500000000001 0.31299000000000005 0.087735000000000021 0.078300000000000008 -0.036839999999999991 -0.070084999999999981 -0.092319999999999985 -0.073404999999999984 0.10893000000000001 -0.085594999999999991 0.26790000000000008 1.0000000180025095e-35 -0.019989999999999997 0.087830000000000005 0.089875000000000024 -0.42850999999999995 0.15950500000000004 0.016310000000000002 -1.0000000180025095e-35 -0.14819499999999997 -0.061194999999999992 -0.13578499999999996 0.083890000000000006 0.11728500000000001 0.11734000000000001 0.24564500000000003 -0.14226499999999997 -0.066634999999999986 0.0057500000000000008 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 23 -1 -7 9 10 -8 17 27 -13 14 19 -3 -17 -9 -10 -5 -14 -22 -11 -2 25 26 -15 -6 -28 -30
right_child=1 15 -4 13 11 6 7 8 18 22 -12 12 20 24 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.010338644520379603 0.010118045381925725 0.0037051611134250248 0.0024011295476400411 0.010992932437608641 0.0074848988169462106 0.00093765983723902288 0.0059720204329718595 0.0080937196644445906 0.0065928274794714529 -0.00047887242177412624 0.0031906947733343419 -0.00074401560588739819 0.0069407449759266993 0.011649874316173651 0.0039031968998682245 0.0014276242168546705 -0.0037939849595369939 0.0046135206804460574 0.0013622339197004645 0.0077454528768834477 0.0048873303103651525 0.00017037797294887564 0.004001081333404816 0.0054918354198098714 0.0052420724226809488 0.0049582860502629996 0.0072897882999716241 0.004395951754413545 0.0057921202505186904 0.0084157235029598942
leaf_weight=24 27 35 157 30 49 21 76 174 20 21 23 20 27 21 23 57 22 31 26 735 56 31 41 23 87 54 829 50 262 69
leaf_count=24 27 35 157 30 49 21 76 174 20 21 23 20 27 21 23 57 22 31 26 735 56 31 41 23 87 54 829 50 262 69
internal_value=0 0.00350562 0.00412392 0.00696924 0.00507968 0.00583735 0.00558785 0.00582488 0.0065401 0.00440479 0.00712593 0.00445515 0.00336934 0.0072144 0.00775694 0.00111919 -2.64948e-05 0.00756745 0.00363641 0.00787281 0.00409099 0.00320658 0.00248368 0.00798999 0.00689101 0.00700717 0.00710085 0.00592482 0.0070185 0.00633903
internal_weight=0 554 440 2567 283 457 433 412 274 138 228 233 134 2110 788 114 79 205 46 765 114 87 62 50 1322 1235 1181 99 1160 331
internal_count=3121 554 440 2567 283 457 433 412 274 138 228 233 134 2110 788 114 79 205 46 765 114 87 62 50 1322 1235 1181 99 1160 331
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 1 14 2 4 2 0 49 1 4 49 2 12 150 159 1 2 2 475 2 4 3 133 15 2
split_gain=27.9475 4.68348 2.01017 1.86863 1.70825 1.29792 1.01238 0.917349 0.807474 0.74632 0.701068 0.456469 0.633617 0.514066 0.410278 0.408684 0.312037 0.309767 0.270775 0.399589 0.25197 0.25062 0.40856 0.243562 0.225243 0.21293 0.262101 0.204472 0.179979 0.179953
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.092845000000000025 0.062655000000000016 0.17025000000000004 -0.062539999999999984 0.14960000000000004 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0082450000000000006 -0.054984999999999992 0.094835000000000017 0.090285000000000018 1.0000000180025095e-35 0.08154500000000002 0.13075500000000004 -0.0050599999999999994 0.13622000000000004 -0.066784999999999983 0.10882500000000002 -0.52556499999999995 -0.13927999999999999 -1.0000000180025095e-35 -0.053579999999999996 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 18 7 16 11 9 -6 23 12 13 -4 17 -2 -1 25 19 24 27 -11 -23 -7 -3 -13 -27 -5 -18 -15
right_child=1 4 5 20 8 10 -8 -9 -10 21 -12 14 -14 29 -16 -17 28 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011020825627972098 0.00068634489396727019 0.00086120781715677563 0.0010230317225624972 0.0004733614773371667 0.00072464197757197361 0.0010687356309629658 0.00060433699297444781 0.0012526865466920552 0.00012993406818485729 0.00026041901506045285 0.00058541736314853465 0.0012672685312502313 0.0011793222095744284 0.00085594689061327812 0.00092218519686622098 0.00096534510025625452 0.00094028475878737831 0.0010185655217010646 0.0005110134158434706 0.00047929825833420349 0.00038734851807342187 0.00051259091706323638 0.00030584406474014342 0.00092541541650794507 0.00064030576959934104 0.00086060554692239471 0.0010770308693909452 0.0007097727909886459 0.00070518493334076652 0.00065412296148806151
leaf_weight=28 24 35 48 22 25 53 64 81 50 61 22 22 32 35 93 127 31 546 71 30 24 74 73 326 36 22 973 39 21 33
leaf_count=28 24 35 48 22 25 53 64 81 50 61 22 22 32 35 93 127 31 546 71 30 24 74 73 326 36 22 973 39 21 33
internal_value=0 0.000565953 0.00101285 0.000790096 0.000449694 0.001027 0.00078815 0.00104855 0.000356031 0.000404549 0.000925705 0.00103939 0.000935054 0.00086767 0.00104871 0.000921001 0.0009352 0.00105624 0.000603803 0.000669032 0.000557547 0.000366076 0.000409921 0.000945458 0.000749201 0.00107646 0.00107225 0.00062451 0.000845341 0.000758003
internal_weight=0 691 2430 236 455 2286 144 1885 283 233 401 1804 148 116 1656 151 80 1563 172 101 85 208 147 379 71 1017 995 61 52 68
internal_count=3121 691 2430 236 455 2286 144 1885 283 233 401 1804 148 116 1656 151 80 1563 172 101 85 208 147 379 71 1017 995 61 52 68
is_linear=0
shrinkage=0.00196078


Tree=7378
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 46 4 474 1 14 16 4 0 12 0 12 11 15 51 43 3 0 52 12 1212 16 1212 1374 12 4
split_gain=0.554921 0.0817576 0.0716511 0.0583775 0.0535397 0.0518935 0.0546006 0.0649019 0.0759255 0.0383518 0.068519 0.0373259 0.0370464 0.036892 0.0353178 0.0346286 0.044852 0.0390846 0.0557238 0.0346227 0.056994 0.0308784 0.0285447 0.027732 0.0385142 0.0306951 0.055342 0.0356611 0.0482925 0.0308653
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.084680000000000019 0.035560000000000008 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.42495999999999995 -0.16927999999999996 0.40124500000000002 -0.026509999999999995 0.10016000000000001 -0.10011499999999998 0.11734000000000001 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 -0.00045499999999999995 -0.092644999999999991 -0.13843999999999998 -0.065544999999999978 0.083785000000000012 0.0025400000000000002 -0.069144999999999984 0.092585000000000015 0.088035000000000016 0.083985000000000018 0.0016150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 5 6 -1 8 -8 22 13 15 21 14 -11 16 19 18 -18 23 -21 -2 -3 24 -4 -25 27 28 -27 -30
right_child=1 9 11 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.007750739105136341 0.0034266805998049675 0.0018574501477325194 0.0080823083457289609 0.0025230770139875484 0.0089342771133837789 0.010492178164422513 0.0064710618165449915 -0.00081498386338353158 0.0032195593010299721 0.0043888820923240028 -0.003894246335839853 0.0029951526247896255 0.0026957999565638603 -0.0007768501935061068 0.0013793426845525088 0.0053827322072124689 0.0090924347951253769 0.011263586259183457 0.0031834963383153081 0.0028386127105197653 0.0068568148722401787 0.006978366348439043 0.0061136077879928056 0.0078947575586835999 0.013109725420363247 0.0028283797135507621 0.0017588174343109129 0.011256102062761784 0.007459859962235001 0.0055738990155917312
leaf_weight=72 30 26 64 82 52 20 167 20 126 79 20 20 34 33 77 87 79 53 20 39 372 133 40 661 20 27 20 20 524 104
leaf_count=72 30 26 64 82 52 20 167 20 126 79 20 20 34 33 77 87 79 53 20 39 372 133 40 661 20 27 20 20 524 104
internal_value=0 0.00355906 0.00704882 0.00476513 0.00591359 0.00552575 0.00526775 0.00469659 0.0050728 0.00233545 0.00167182 0.00729469 0.00569838 0.00226082 0.0029034 0.00733583 0.00742067 0.00907199 0.00789871 0.00728506 0.00647553 0.00632468 0.00443694 0.00751612 0.00927931 0.0074069 0.0069429 0.0070965 0.00696949 0.00714754
internal_weight=0 554 2567 279 457 405 385 313 293 275 209 2110 197 189 156 2090 2003 152 99 1851 411 163 66 1440 84 1356 695 675 655 628
internal_count=3121 554 2567 279 457 405 385 313 293 275 209 2110 197 189 156 2090 2003 152 99 1851 411 163 66 1440 84 1356 695 675 655 628
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=31
num_cat=0
split_feature=1 12 10 1375 43 3 13 4 3 123 130 2 3 4 4 3 2 10 0 157 0 15 0 4 16 51 43 400 16 133
split_gain=0.45357 0.10525 0.0623638 0.0551691 0.0582863 0.0500245 0.0499766 0.0465107 0.0463613 0.0420639 0.052759 0.0387467 0.0386928 0.0409298 0.053959 0.0332847 0.0326525 0.0317114 0.0299525 0.0315111 0.0291587 0.0506467 0.0280728 0.0308202 0.0272619 0.0240314 0.0247348 0.0395195 0.0264693 0.0250494
threshold=0.11690500000000002 0.051320000000000005 -0.0069899999999999988 -0.27302499999999996 -0.078139999999999973 0.30112000000000005 0.23855500000000004 0.40124500000000002 0.11658 0.087755000000000014 -1.0000000180025095e-35 0.10855000000000002 -0.13309499999999996 -0.14098499999999997 -0.46376499999999993 -0.11171999999999999 0.081685000000000021 -1.0000000180025095e-35 -0.15599999999999997 -0.051074999999999988 -0.019414999999999998 -0.24436499999999997 -0.13843999999999998 0.0033150000000000007 -0.084939999999999988 0.24916000000000002 0.0068900000000000012 -0.064794999999999978 -0.096824999999999981 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 -1 6 9 11 12 15 10 -4 17 16 14 -14 -6 -3 -5 -18 -20 21 -2 -15 25 -25 26 29 -28 -29 -24
right_child=2 7 5 4 8 -7 -8 -9 -10 -11 -12 -13 13 22 -16 -17 18 -19 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=9.8534825850616817e-05 0.0041057362156952252 0.011122614777247821 -7.7822419116273535e-05 0.0013984230783535168 0.0028619460802039379 0.00098308496040102147 0.0072972896016923888 0.0029369145437210271 0.0037150538243974247 0.0017643139192547936 0.0053857366916513702 -0.00013448858146809719 0.0066789603863771146 0.0032224877476692199 -5.0102735192260961e-05 0.0068295652756622085 0.011053944854065776 0.0050688699812299629 0.0095345570067209857 0.006085777001128609 -0.0031478268227406909 -0.0019724087932935126 0.0073041138025917232 0.0065930110999286133 0.0047820182156829115 0.0040270400158460102 0.0097023575827479367 0.0081276055705860589 0.0050617250395437931 0.0063263829288179481
leaf_weight=22 29 28 20 36 23 76 31 35 75 65 152 33 26 25 22 262 20 68 35 109 21 26 898 173 160 31 25 33 192 370
leaf_count=22 29 28 20 36 23 76 31 35 75 65 152 33 26 25 22 262 20 68 35 109 21 26 898 173 160 31 25 33 192 370
internal_value=0 0.00624132 0.00259164 0.00500504 0.00520948 0.00321556 0.00367145 0.00655294 0.00592722 0.00393146 0.00475044 0.00285101 0.00661188 0.00647885 0.00359481 0.00650937 0.00796652 0.00379833 0.00742767 0.00692402 2.20968e-05 0.00123243 0.00655144 0.00659566 0.00572286 0.00678329 0.00683958 0.00593048 0.00551139 0.00701881
internal_weight=0 2732 389 550 528 313 168 2182 360 237 172 137 2147 1955 48 285 192 104 164 144 76 55 1907 1882 333 1549 1518 250 225 1268
internal_count=3121 2732 389 550 528 313 168 2182 360 237 172 137 2147 1955 48 285 192 104 164 144 76 55 1907 1882 333 1549 1518 250 225 1268
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 14 150 2 1 2 49 1 0 2 1 1 475 50 1 1 3 43 1 50 15 49 1
split_gain=23.3468 3.02885 2.37322 1.67719 1.40157 1.13426 0.795486 0.725255 0.72052 0.620055 0.728384 0.608909 0.347728 0.297028 0.294177 0.238836 0.237357 0.263514 0.235932 0.219835 0.21921 0.212352 0.19512 0.186721 0.17881 0.159476 0.151954 0.167815 0.148231 0.137517
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 1.0000000180025095e-35 0.14285500000000004 0.092845000000000025 -1.0000000180025095e-35 -0.012034999999999999 0.16175000000000003 -0.080119999999999983 0.089885000000000007 0.088975000000000012 0.12958500000000003 -0.076304999999999984 0.11219500000000002 0.13075500000000004 0.12000500000000001 0.10732000000000001 -0.016814999999999997 0.13436000000000001 0.041865000000000006 -0.090344999999999995 -0.054319999999999993 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 13 6 22 18 12 10 19 -4 15 -2 26 -1 29 -18 -8 -5 25 -6 -3 -21 -11 -9 27 -7 -13 -14
right_child=1 5 11 9 21 14 7 20 -10 24 -12 28 16 -15 -16 -17 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010013277779388078 0.00071899777643528637 0.00055674659040698697 0.00094832651865943494 0.0010871799072459255 0.00066058850492916861 0.00039125426897620844 0.00099639963498090035 0.00056618830931474148 0.0012479211602892193 0.00084408559306871649 0.00069916060539931737 0.00072801290568562491 0.0010821019868628447 0.00098264833558144374 0.00011707076265447947 0.00072818421749580716 0.0010348828425625295 0.00086060161882410872 0.00070214617486093558 0.00097228545201978156 0.00074881663854746894 0.00043620916967602823 0.00035029215662365544 0.00078555758438220841 0.00059058389583569197 0.00038073511009846305 0.00050471343472599983 0.00017538974550096134 0.00055249809042195769 0.0010301020320063884
leaf_weight=32 20 24 37 62 50 45 22 118 77 20 39 37 1075 92 21 20 454 36 20 321 22 24 66 22 23 21 25 20 37 239
leaf_count=32 20 24 37 62 50 45 22 118 77 20 39 37 1075 92 21 20 454 36 20 321 22 24 66 22 23 21 25 20 37 239
internal_value=0 0.000590165 0.00102329 0.00103615 0.000797215 0.000494839 0.000558787 0.000626814 0.00106206 0.000933313 0.000955086 0.000742946 0.00105435 0.000935568 0.000326041 0.000896273 0.00105891 0.00102208 0.000856279 0.000979731 0.000566954 0.000587817 0.000405347 0.000960309 0.000708492 0.00053817 0.000374801 0.000324834 0.000640255 0.00107264
internal_weight=0 590 2531 2420 186 404 293 203 1933 487 444 111 1856 112 111 52 1804 490 42 405 161 74 90 343 43 139 90 65 74 1314
internal_count=3121 590 2531 2420 186 404 293 203 1933 487 444 111 1856 112 111 52 1804 490 42 405 161 74 90 343 43 139 90 65 74 1314
is_linear=0
shrinkage=0.00196078


Tree=7381
num_leaves=31
num_cat=0
split_feature=1 12 3 1 2 2 51 3 12 4 15 151 3 3 2 4 4 39 15 0 4 2 50 51 15 51 39 484 15 16
split_gain=0.456987 0.107249 0.0607647 0.0568022 0.0459708 0.0449451 0.042522 0.0459556 0.0413929 0.0402725 0.0384076 0.0377967 0.0365314 0.0351897 0.0415561 0.0374395 0.0490684 0.034946 0.025421 0.0253899 0.028589 0.0243105 0.0230834 0.034239 0.0227398 0.0222412 0.0218286 0.0233721 0.0293069 0.0364151
threshold=0.11690500000000002 0.078300000000000008 0.30112000000000005 0.10124500000000002 0.11362000000000001 1.0000000180025095e-35 -0.40274499999999996 0.12745000000000004 -0.42850999999999995 0.40124500000000002 -0.077844999999999984 0.050660000000000004 -0.053259999999999995 -0.13309499999999996 0.081685000000000021 -0.14098499999999997 -0.46376499999999993 0.11683000000000002 -0.15026499999999995 -0.13027499999999997 0.022185000000000003 0.14019000000000004 0.041865000000000006 0.082455000000000014 0.024640000000000006 0.24916000000000002 0.091820000000000013 0.085905000000000009 -0.03241999999999999 0.26799500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 10 -2 12 -4 13 -1 18 -8 14 -3 16 -15 21 -7 -17 25 -14 23 -16 -5 -21 27 28 -20 -30
right_child=2 9 8 24 -6 11 7 -9 -10 -11 -12 -13 17 15 22 19 -18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0064440927038780828 0.0072641798346820803 0.011716929072065762 0.0034774870269329234 0.0035888199442867413 0.0023854741426475815 0.010186585945148881 0.0041329988315489822 0.0063099475969609466 -0.00080648527633565576 0.0033130950859391732 0.00072551563207525762 0.0027092318260110919 0.0029516070724154514 0.0067713607890674699 0.007642231744934439 0.0037882873403101134 0.00027225448395169918 -0.0023436799243791032 0.0061636958289454924 0.0069707915711218196 0.0057435376972907112 -0.00057335374876856806 0.010090789790930492 0.0033271153161132877 0.0069098987360991064 0.0043082669079012705 0.0042722296727463671 0.0048559246669438762 0.010329455873913698 0.0059184729414819568
leaf_weight=23 27 27 34 199 32 26 88 38 67 34 24 20 90 26 112 29 21 20 64 1604 237 25 28 22 23 32 28 33 61 27
leaf_count=23 27 27 34 199 32 26 88 38 67 34 24 20 90 26 112 29 21 20 64 1604 237 25 28 22 23 32 28 33 61 27
internal_value=0 0.00640955 0.00274615 0.00517561 0.00599183 0.00636896 0.00348629 0.00309548 0.000635644 0.00672769 0.00352397 0.00688524 0.00254772 0.00678199 0.00808479 0.00665565 0.0038675 0.00151435 0.00723469 0.00672455 0.00677001 0.00218531 0.00747944 0.00693378 0.0039329 0.00691871 0.00687437 0.0072682 0.00779192 0.00897609
internal_weight=0 2732 389 560 338 306 288 261 101 2172 47 259 223 2138 189 1949 47 135 239 1902 1873 115 162 134 222 1636 213 185 152 88
internal_count=3121 2732 389 560 338 306 288 261 101 2172 47 259 223 2138 189 1949 47 135 239 1902 1873 115 162 134 222 1636 213 185 152 88
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=31
num_cat=0
split_feature=1 12 1 10 0 132 34 2 2 31 12 3 4 39 4 15 4 15 47 16 11 2 48 4 52 0 15 1 0 0
split_gain=0.371119 0.0967184 0.0532254 0.0461926 0.0554028 0.0426436 0.0409152 0.0433117 0.0475941 0.0397959 0.034417 0.0316884 0.0554752 0.0318509 0.0289835 0.0289645 0.04677 0.0275646 0.0272757 0.0271131 0.0233473 0.0516931 0.0237966 0.0511778 0.0467778 0.0308904 0.04014 0.0263406 0.0962359 0.0290214
threshold=0.11829500000000003 0.078300000000000008 0.10124500000000002 -0.079859999999999987 -0.05208999999999999 0.082150000000000015 -0.021334999999999996 0.11510000000000002 -0.15339499999999998 -0.077289999999999984 0.099815000000000015 0.092670000000000016 -0.031404999999999995 0.056590000000000008 -0.062539999999999984 -0.41942499999999994 0.51388000000000011 -0.0040799999999999994 0.11043500000000002 0.023255000000000001 0.080705000000000013 0.088745000000000004 0.090720000000000009 -0.46376499999999993 0.091820000000000013 -0.064754999999999993 -0.074054999999999996 0.081670000000000006 -0.10474999999999998 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 11 9 8 -8 -5 20 13 -13 17 -9 16 -16 -1 -10 -17 22 -22 23 -3 -24 27 -27 29 -29 -25
right_child=3 10 -4 6 -6 -7 7 14 18 -11 -12 12 -14 -15 15 19 -18 -19 -20 -21 21 -23 24 25 -26 26 -28 28 -30 -31
leaf_value=0.0061276469512182912 0.0021181331906358109 0.011286282709334046 0.003423165903950576 0.0026101515881299716 -0.0045148405554937196 0.0015016638029080173 0.0016185829499995128 0.005709377360408721 0.0086797298761666763 -0.0031058942001046881 0.0051746837648510256 0.0061368762879003324 0.00094221072161898903 0.0049695367693238582 0.0062062911107204858 0.0018708881341898053 0.00071032665669918066 0.0090907272072164001 0.004482643762603402 -0.0019856464574471689 0.012265520785003901 0.0065885118470400753 0.005706271627661577 0.0090212108271791498 0.00077990402427056569 0.0070678045057575222 0.0018518670778980271 -7.0768824662081905e-05 0.0060155417887209402 0.0064284373831798433
leaf_weight=75 34 20 231 29 20 26 27 23 32 21 368 52 34 97 32 61 30 54 30 26 20 81 119 45 23 25 36 28 360 1062
leaf_count=75 34 20 231 29 20 26 27 23 32 21 368 52 34 97 32 61 30 54 30 26 20 81 119 45 23 25 36 28 360 1062
internal_value=0 0.00575449 0.00459308 0.00236122 -0.000338524 0.00539264 0.00282999 0.00333202 0.00512284 0.000209412 0.00605665 0.00571689 0.00408317 0.00633857 0.00240537 0.00189536 0.00354695 0.00736801 0.00664888 0.000718361 0.00623509 0.00771267 0.00614822 0.00625993 0.00490834 0.00619533 0.00398955 0.00628533 0.00557632 0.00653383
internal_weight=0 2756 569 365 54 338 311 261 89 50 2187 312 86 226 172 149 62 129 62 87 1819 101 1718 1576 142 1556 61 1495 388 1107
internal_count=3121 2756 569 365 54 338 311 261 89 50 2187 312 86 226 172 149 62 129 62 87 1819 101 1718 1576 142 1556 61 1495 388 1107
is_linear=0
shrinkage=0.1


Tree=7383
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 1 2 2 34 11 4 1 12 1 457 1 3 131 15 4 43 13 2 133 14 47 0
split_gain=6.79976 0.856453 0.695981 0.521821 0.470831 0.348729 0.27372 0.238436 0.226241 0.216851 0.152549 0.160723 0.137375 0.132429 0.102288 0.0992859 0.0973899 0.0952596 0.198814 0.0903996 0.086628 0.130021 0.0898837 0.0834435 0.0773378 0.0772766 0.16881 0.0762322 0.0691903 0.0685935
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.40124500000000002 0.077845000000000011 0.091265000000000013 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.086920000000000011 0.085355000000000014 0.14089500000000002 0.080930000000000016 0.084525000000000003 -0.14186499999999996 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.079914999999999986 -1.0000000180025095e-35 0.10803500000000001 0.085635000000000003 -0.23083499999999998 0.091680000000000011 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 5 9 10 28 -4 12 11 -3 14 -13 29 -16 -8 19 -19 -11 21 -12 -23 -10 -15 26 -2 -27 -5 -1
right_child=1 6 8 7 -6 -7 16 -9 23 17 20 13 -14 24 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00064795890713439269 0.00047786881124564249 0.000106311908239308 0.00050053641732249947 0.00054740398134392736 0.0003082180141688432 0.00033140739747592558 0.00040370275570145961 0.00028483740271631431 0.00033404743906597891 0.0005456518646621821 0.00017696810298126398 0.0003425578014857403 0.00061375661221394081 0.00014626904294350024 0.00043179552077898077 0.00051157640656328675 0.00022317711067586845 0.00052771363264459477 0.00026698739760938812 0.00048444464617243462 0.0002181465764228693 9.9141679444959271e-05 -7.0704998667625815e-05 0.00019318709133770616 0.00029143736176853643 0.00033600536095940208 0.00024019493224314355 0.00022381020899595857 0.00043894879612363591 0.00053199055527848344
leaf_weight=20 20 45 28 42 45 41 27 29 61 108 29 36 68 43 72 359 20 23 22 658 20 23 25 22 21 30 27 104 49 1004
leaf_count=20 20 45 28 42 45 41 27 29 61 108 29 36 68 43 72 359 20 23 22 658 20 23 25 22 21 30 27 104 49 1004
internal_value=0 0.000266196 0.000499946 0.000339398 0.00050691 0.000510675 0.000189955 0.000439665 0.000348126 0.000513824 0.000163362 0.000203627 0.000527615 0.000247418 0.00052359 0.000498249 0.000326883 0.000487924 0.000400247 0.000493074 0.000103172 7.33079e-05 1.06799e-05 0.000296711 0.000193902 0.000272923 0.000341333 0.000248929 0.000489005 0.000534256
internal_weight=0 590 2531 301 2420 2375 289 120 111 2334 242 145 1523 100 1455 431 47 811 45 766 97 77 48 83 64 181 47 134 91 1024
internal_count=3121 590 2531 301 2420 2375 289 120 111 2334 242 145 1523 100 1455 431 47 811 45 766 97 77 48 83 64 181 47 134 91 1024
is_linear=0
shrinkage=0.00196078


Tree=7384
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 4 2 1 2 4 1 457 1 16 131 15 14 1447 160 47 39 1 3 47 43 2 11 13
split_gain=9.31401 1.14146 0.990989 0.698555 0.599555 0.463376 0.395666 0.352529 0.275702 0.262984 0.16504 0.267744 0.163941 0.152822 0.29397 0.128681 0.127642 0.131243 0.118659 0.0998861 0.0997678 0.0968158 0.0955258 0.09277 0.0911584 0.0903422 0.0984454 0.0914048 0.0789111 0.0985996
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13754500000000003 0.12958500000000003 0.40124500000000002 0.089885000000000007 0.077845000000000011 0.14285500000000004 0.27834500000000006 0.091195000000000012 0.080930000000000016 0.084525000000000003 -0.040964999999999994 0.082750000000000004 -0.41396999999999995 0.062655000000000016 -0.082869999999999985 -0.067824999999999983 0.091680000000000011 0.089790000000000023 0.14173500000000003 -0.0025099999999999996 0.090100000000000013 -0.080954999999999985 0.11177500000000001 0.075910000000000019 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 5 8 10 21 12 -4 11 -3 18 19 -15 -8 17 -12 -1 -10 -13 -5 28 -19 -22 26 -2 -28 29 -21
right_child=1 6 9 7 -6 -7 15 -9 13 -11 16 20 -14 14 -16 -17 -18 23 -20 22 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00061573217831656531 0.00020625697528982827 0.00035528070005646411 0.00056035401043938655 0.00063321494734754752 0.00036128950391516637 0.00039487005936304217 0.00027542721439638863 0.00031587933848200819 0.00066688318991638812 0.00034059937370110708 0.00017824826444030488 0.0002844561701235564 0.00056373035333427842 0.00059324826351275632 0.00030947370681108215 0.00048066932720199128 0.00026058758408123374 0.00010069923847357966 0.00070595803471568727 0.00043630735175069854 0.00020517115592404023 0.00050492252395743602 0.00043829945372600182 -7.9555341336497011e-05 7.1948073352413143e-05 0.00041583655128145917 0.00043502149110703119 0.0002946211717491305 0.00062874141169632464 0.00056965376660879504
leaf_weight=1117 38 43 28 42 45 46 23 29 42 83 33 23 237 32 25 24 20 23 59 22 39 49 21 21 40 27 22 94 85 689
leaf_count=1117 38 43 28 42 45 46 23 29 42 83 33 23 237 32 25 24 20 23 59 22 39 49 21 21 40 27 22 94 85 689
internal_value=0 0.000303621 0.000577194 0.000388129 0.000585503 0.000589752 0.000215604 0.000504139 0.000593601 0.000396033 0.00018363 0.000225511 0.000610777 0.000567104 0.000468786 0.000380232 0.000121024 8.47742e-05 0.000620259 0.000573628 0.000170805 0.000564134 0.000568834 1.46686e-05 0.000137716 0.000311217 0.000292874 0.000321249 0.000572278 0.000565528
internal_weight=0 590 2531 301 2420 2375 289 120 2329 111 242 145 1413 916 57 47 97 77 1176 859 102 91 817 44 79 181 154 116 796 711
internal_count=3121 590 2531 301 2420 2375 289 120 2329 111 242 145 1413 916 57 47 97 77 1176 859 102 91 817 44 79 181 154 116 796 711
is_linear=0
shrinkage=0.00196078


Tree=7385
num_leaves=31
num_cat=0
split_feature=1 1 4 2 0 2 159 131 2 0 401 1213 1 43 2 1 12 15 158 1446 151 480 4 1212 2 52 4 16 475 1429
split_gain=0.388849 0.0666094 0.055702 0.0511898 0.0429581 0.0424709 0.0391269 0.0362785 0.0361987 0.0313042 0.0295953 0.0315609 0.0287937 0.024396 0.0351287 0.05261 0.0349642 0.0233599 0.0232512 0.0266614 0.0241836 0.0231263 0.0224786 0.0257253 0.0510503 0.0616035 0.0236382 0.0387565 0.0231971 0.0412965
threshold=0.10920500000000001 0.14262000000000002 -0.010655 0.099515000000000006 -0.13027499999999997 -0.0091949999999999983 0.04105000000000001 0.096070000000000016 0.25063000000000007 0.14486500000000005 1.0000000180025095e-35 -0.058539999999999995 0.094090000000000021 -0.025214999999999998 0.11362000000000001 0.13501500000000002 0.10124000000000001 -0.26481999999999994 0.080150000000000013 0.11581000000000001 0.10365500000000001 -0.063594999999999985 -0.082249999999999976 0.089995000000000019 0.083795000000000022 0.085310000000000011 -0.083439999999999986 -0.079734999999999986 -0.084169999999999981 0.057970000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -5 12 -2 13 -3 10 -6 -12 -1 -4 16 17 -15 -16 19 20 21 -7 23 26 -25 -26 -23 -28 -24 -30
right_child=1 8 7 4 9 18 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 28 24 25 -27 27 -29 29 -31
leaf_value=0.0061116535056914608 0.0067134154413574058 0.0017553385518480806 0.0014999750089594909 0.003391695245186511 0.0060898798968119089 0.0033491153140655823 0.0025904642898694876 0.0057774033692733553 -0.002952803655061871 0.002591083024890395 0.0060459957693819889 0.00042808340309420607 0.0022486279150037919 0.0071490353877092464 0.0053222196823399931 -0.0023241047002375125 0.0020646763921138788 0.0020572156948609126 0.0073716313852677491 0.0095514835440553732 0.0036664760142967514 0.0069103473915156574 0.0072643227179859035 0.0084051051562459306 -0.00074090757830576467 0.0067426192955198612 0.012106791683375681 0.0063622955192366368 0.0060342446756317452 0.0030280453639231083
leaf_weight=35 82 89 119 107 400 27 32 41 20 32 20 20 43 38 36 20 21 56 204 24 37 358 140 29 22 22 24 23 952 48
leaf_count=35 82 89 119 107 400 27 32 41 20 32 20 20 43 38 36 20 21 56 204 24 37 358 140 29 22 22 24 23 952 48
internal_value=0 0.003107 0.00364968 0.00602826 0.00520079 0.00626925 0.0055561 0.00299309 0.000891459 0.00561091 0.00583053 0.00323704 0.00398204 0.00259945 0.00336458 0.0023243 0.00533935 0.00333483 0.00636266 0.006242 0.00619478 0.00625165 0.00630009 0.0068757 0.00514775 0.00300086 0.00718716 0.00929566 0.00605873 0.00588995
internal_weight=0 554 445 2567 579 1988 114 331 109 472 440 40 78 290 171 112 59 92 1910 1706 1682 1645 1618 478 73 44 405 47 1140 1000
internal_count=3121 554 445 2567 579 1988 114 331 109 472 440 40 78 290 171 112 59 92 1910 1706 1682 1645 1618 478 73 44 405 47 1140 1000
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=31
num_cat=0
split_feature=1 3 9 44 3 155 15 40 13 0 2 30 0 41 3 3 0 482 40 43 124 12 41 150 403 4 475 3 1210 4
split_gain=0.314968 0.0585107 0.045129 0.0488289 0.0496581 0.0446233 0.038862 0.0371474 0.0364543 0.0356125 0.0336626 0.0620398 0.0306461 0.0251984 0.0286964 0.0275181 0.0671742 0.0265378 0.0266152 0.0261405 0.0244733 0.024921 0.0329383 0.0305012 0.0255467 0.0520903 0.0384539 0.0583549 0.0419994 0.0331742
threshold=0.10920500000000001 0.31534000000000006 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 0.10158500000000002 -0.23909999999999995 0.0046150000000000002 -0.47860499999999995 -0.065229999999999996 0.10981000000000002 0.084655000000000022 -0.057069999999999989 0.088820000000000024 0.084940000000000015 0.149315 -0.22491999999999998 0.090355000000000005 -0.063404999999999989 -0.078654999999999989 -0.083859999999999976 0.087830000000000005 0.077565000000000009 0.11156000000000001 -0.080719999999999986 -0.080924999999999983 -0.085684999999999997 -0.085709999999999995 -0.07692499999999998 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 6 10 -4 20 -3 -6 11 12 -2 14 17 16 -16 18 19 -12 -8 23 -23 24 25 -22 27 -26 -28 -27
right_child=1 8 3 -5 9 -7 7 -9 -10 -11 13 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 26 29 28 -29 -30 -31
leaf_value=0.0015696286435316628 0.0066026582191019163 0.00198791846452313 0.0011066593514988199 0.0096239065364768211 0.00078628580115783296 0.0075458198421351295 0.0037043753559427225 0.0018443541629326152 -0.0021752505943313182 0.0056211986094713215 0.00022704201637188323 0.0011863106137348547 0.0035562911641509199 0.005681818294688128 0.00069690315673748662 0.0015471936808899047 0.0081787808498899866 0.0043457944567004839 -0.0010926908953479142 0.0044128776327706874 0.0060231007024412978 0.0054113712790376739 0.0019438278994389942 0.003048878150772961 0.011354501314171768 -5.8538276115777324e-06 0.0097310585871098511 0.0058768665224949758 0.0059652048805507313 0.004865094836287458
leaf_weight=30 72 58 20 28 39 23 68 27 33 25 37 54 61 20 21 45 28 21 56 25 174 1266 28 34 37 27 31 41 663 29
leaf_count=30 72 58 20 28 39 23 68 27 33 25 37 54 61 20 21 45 28 21 56 25 174 1266 28 34 37 27 31 41 663 29
internal_value=0 0.0027963 0.00542543 0.00547102 0.00542468 0.00325191 0.00549666 0.00553286 0.000478198 0.00267492 0.00302746 0.00404484 0.00520545 0.00227547 0.00198308 0.0033326 0.00497226 0.00107046 0.000487558 0.00191488 0.00557439 0.00562897 0.00533634 0.00599447 0.00609442 0.00516934 0.00637003 0.00847523 0.00613342 0.0025166
internal_weight=0 554 2567 2537 2509 463 2445 2425 91 64 440 187 133 253 233 94 49 139 118 62 2398 2330 1294 1036 1002 230 772 78 694 56
internal_count=3121 554 2567 2537 2509 463 2445 2425 91 64 440 187 133 253 233 94 49 139 118 62 2398 2330 1294 1036 1002 230 772 78 694 56
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 4 1 49 0 0 40 11 3 47 50 1 1 133 52 1 16 12 1
split_gain=11.3945 1.76626 0.998897 0.813819 0.648229 0.594779 0.467066 0.427536 0.388002 0.369077 0.354536 0.229613 0.177015 0.14074 0.139518 0.138267 0.128976 0.121218 0.117832 0.150668 0.111761 0.101345 0.0858012 0.0842302 0.090978 0.0835936 0.0830352 0.0770276 0.0766727 0.0624411
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.40124500000000002 0.09253500000000002 0.089885000000000007 -0.15289999999999995 0.091195000000000012 -0.054984999999999992 -0.22491999999999998 0.18019500000000002 -0.077474999999999988 1.0000000180025095e-35 -0.11171999999999999 0.090280000000000013 0.041865000000000006 0.11654500000000001 0.13075500000000004 -1.0000000180025095e-35 -0.16675999999999999 0.12958500000000003 0.11346000000000002 0.095780000000000018 0.15964000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 17 9 26 11 -4 13 -10 -1 -2 -13 18 -3 19 -17 -16 29 -14 24 -5 -9 -8 -7 -21 -6
right_child=1 4 10 23 21 27 8 25 12 -11 -12 15 22 -15 20 16 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069317763271003325 0.00046067074233410406 0.00029698497122701475 0.00062734063504201463 0.00029591370852076433 0.00016677551848341457 0.00037787094863966035 0.00059510221349576785 0.00069627181407721605 0.00051825853758582878 0.00043318417979626276 0.00038023559255792366 0.00050507164610984017 0.00036134409602042977 0.00063891935389681512 0.00069122688156090855 0.00052080884949184448 0.00049209062083094724 0.00015603262012363786 0.00073222778851677684 0.00066730371000720001 0.00057083848728185272 0.00027430020890804077 0.00027029367919898011 0.00025881753102237104 0.00045435579091894859 0.00084123383437706152 0.0004349890979481678 0.00053551423059587167 0.00062570007324442547 4.7152520723395581e-05
leaf_weight=1117 23 45 34 22 62 26 33 20 20 26 65 27 94 220 56 36 20 49 64 430 63 26 69 24 38 65 20 22 282 23
leaf_count=1117 23 45 34 22 62 26 33 20 20 26 65 27 94 220 56 36 20 49 64 430 63 26 69 24 38 65 20 22 282 23
internal_value=0 0.000369026 0.000658044 0.000509974 0.000296794 0.000666155 0.000340394 0.00067065 0.000386949 0.000665429 0.0004651 0.000668179 0.000344163 0.00068425 0.000600472 0.000643165 0.000647646 0.00022351 0.000651477 0.000644568 0.000627492 0.000167175 0.000322801 0.000356991 0.00039626 0.000807125 0.000534682 0.000450124 0.000650826 0.000134407
internal_weight=0 667 2454 226 441 2355 330 2307 236 2222 99 2196 183 1337 142 859 832 94 812 748 119 111 163 84 60 85 53 48 712 85
internal_count=3121 667 2454 226 441 2355 330 2307 236 2222 99 2196 183 1337 142 859 832 94 812 748 119 111 163 84 60 85 53 48 712 85
is_linear=0
shrinkage=0.00196078


Tree=7388
num_leaves=31
num_cat=0
split_feature=1 3 130 2 0 12 0 52 2 132 2 0 1428 4 131 124 131 13 4 48 1 11 12 41 43 151 2 4 0 155
split_gain=0.307232 0.0537657 0.0444179 0.0428478 0.0390436 0.0356839 0.0337368 0.0494994 0.0332084 0.0315217 0.0292164 0.0282391 0.0261266 0.0255376 0.0305874 0.0247762 0.025267 0.0281605 0.0305865 0.0236988 0.0234246 0.0217893 0.0380358 0.0883069 0.0273661 0.0229926 0.0239317 0.0244782 0.0213133 0.0338885
threshold=0.10920500000000001 -0.034684999999999994 -0.072444999999999982 0.10045500000000002 0.034820000000000011 0.051320000000000005 -0.097024999999999986 1.0000000180025095e-35 -0.0091949999999999983 0.10240500000000001 0.13093500000000002 -0.082284999999999983 0.087445000000000009 -0.008819999999999998 0.090175000000000019 0.0049200000000000008 0.10033500000000002 -0.0025349999999999995 0.024790000000000003 0.10396500000000002 0.091535000000000019 1.0000000180025095e-35 0.085785000000000014 0.077565000000000009 -1.0000000180025095e-35 0.009020000000000002 0.08647500000000001 -0.008819999999999998 -0.026509999999999995 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 15 7 -5 20 11 13 -8 28 14 -4 16 17 19 -19 -3 -1 25 24 -24 -23 -10 -27 -28 -13 -30
right_child=1 4 10 6 -6 -7 9 -9 21 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0062454233027022825 0.0006946035625525948 0.0023530367251444408 0.0094411486811521988 0.0020791799262880497 -0.0017889607485849412 -0.0017780963340919701 0.0085649271570146079 0.0060607303676402406 0.0056641519361026998 0.0020484331995248794 0.0021175817838437589 0.0053695390447373696 0.0078132511305739182 0.0043431216924126907 0.0044180023621513765 -0.00025083476378183277 0.0062052322152469849 0.0074125950712533228 0.0029877599214249463 -0.0009773824857547879 0.0024449467621029315 0.0119095005444251 0.0091469752429812045 0.00071485822048524157 0.0069165286658655692 0.0065254782961512159 0.0046700673298910268 9.6479223363778817e-05 0.0022174655313847327 0.0059874905170688997
leaf_weight=23 33 147 27 102 25 20 25 45 1767 32 35 221 32 89 22 28 21 21 61 25 55 21 27 23 23 22 25 22 64 38
leaf_count=23 33 147 27 102 25 20 25 45 1767 32 35 221 32 89 22 28 21 21 61 25 55 21 27 23 23 22 25 22 64 38
internal_value=0 0.00277629 0.00405671 0.00537293 0.00201833 0.00231302 0.0045986 0.00329802 0.00558849 0.00506264 0.00469804 0.00531647 0.0050877 0.0053525 0.00718586 0.00258306 0.0028716 0.00259598 0.00412095 0.00186896 0.0035656 0.00567025 0.00715521 0.0052682 0.00929954 0.00559422 0.0038034 0.00252924 0.00481768 0.00362198
internal_weight=0 554 206 2567 348 323 559 147 2008 412 173 380 355 138 49 303 275 254 82 172 78 1930 94 50 44 1836 69 47 323 102
internal_count=3121 554 206 2567 348 323 559 147 2008 412 173 380 355 138 49 303 275 254 82 172 78 1930 94 50 44 1836 69 47 323 102
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=31
num_cat=0
split_feature=1 2 11 2 51 1 0 4 41 2 49 151 40 133 13 4 1446 12 49 1443 1443 4 52 1453 4 158 151 151 16 0
split_gain=0.251291 0.0647308 0.0430178 0.0482969 0.040285 0.0440408 0.0401 0.040158 0.0400597 0.0341803 0.0301032 0.0299287 0.0288146 0.0277749 0.0269574 0.0265925 0.0230934 0.0238733 0.0296806 0.0218635 0.0283765 0.0242327 0.0583407 0.0311973 0.061545 0.0301496 0.0285225 0.0349234 0.032538 0.0401717
threshold=0.11690500000000002 0.10045500000000002 0.079915000000000014 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 -0.13843999999999998 0.42642000000000008 0.083975000000000008 0.15361500000000003 -0.088694999999999982 0.015440000000000001 -0.082294999999999993 0.087035000000000015 -0.14179999999999995 -0.15464999999999998 0.095065000000000024 0.097145000000000023 0.12073000000000002 0.090755000000000016 0.084655000000000022 -0.082769999999999982 0.10347000000000002 -0.049419999999999992 -0.018869999999999994 0.085030000000000008 -0.085134999999999975 -0.086769999999999986 -0.083134999999999987 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -2 15 7 10 -4 14 -3 -12 -5 -1 -8 -6 17 -16 -19 20 21 22 -14 24 -23 26 27 -25 29 -28
right_child=4 6 8 12 5 -7 9 -9 -10 -11 11 -13 19 -15 16 -17 -18 18 -20 -21 -22 23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0039059516598577968 0.0057690611891707197 0.0055448790523223582 0.0087779559406705888 0.0087383303120510576 0.0048819236721222604 -0.002679772259268378 0.0015092741007850107 0.0067308174353092921 0.0035517329815775156 0.00039550905958527611 0.0020490625861905587 -0.0021782365383114666 0.0053291279486597726 0.00022745500047070285 0.0055676335664068986 0.0017643583595339648 0.0018742053372854438 0.0045568505285048582 0.00091235922434582161 0.001879534273493019 0.0078710516928029908 -0.0011167191936133 0.00989340903547903 0.0053350378406214405 0.0051973284638829921 0.0065712927680726015 0.0022792936796155652 0.0092723557587575025 0.0041142813445561735 0.0055757136841148554
leaf_weight=65 27 20 55 21 30 21 28 20 20 21 103 20 421 30 232 311 27 159 26 22 35 26 30 136 38 99 41 27 634 376
leaf_count=65 27 20 55 21 30 21 28 20 20 21 103 20 421 30 232 311 27 159 26 22 35 26 30 136 38 99 41 27 634 376
internal_value=0 0.0047594 0.00503302 0.00494489 0.00204283 0.00176491 0.00389348 0.00253376 0.0073843 0.00434304 0.00194676 0.0013617 0.00505458 0.00274432 0.00451868 0.00203863 0.00470846 0.00489197 0.00404465 0.00501354 0.00505055 0.00499654 0.00563274 0.00478817 0.00263225 0.00489326 0.00475642 0.00598723 0.00456553 0.00525161
internal_weight=0 2732 2076 2001 389 362 656 163 75 493 143 123 1906 95 472 341 444 417 185 1885 1863 1828 451 1377 64 1313 1214 163 1051 417
internal_count=3121 2732 2076 2001 389 362 656 163 75 493 143 123 1906 95 472 341 444 417 185 1885 1863 1828 451 1377 64 1313 1214 163 1051 417
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 2 14 4 2 4 11 3 2 1 2 15 1 12 47 2 4 4 14 3 160 12
split_gain=22.1212 3.87748 2.41519 1.65519 1.33583 1.12681 0.969295 0.883477 0.700097 0.668878 0.583453 0.529148 0.353594 0.413176 0.317445 0.281025 0.227638 0.199339 0.188943 0.169626 0.167637 0.161476 0.15482 0.12501 0.123309 0.120611 0.116375 0.113945 0.109596 0.100393
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.13082500000000002 0.092845000000000025 0.13754500000000003 0.062655000000000016 0.40473500000000007 0.14838000000000004 0.40945500000000007 1.0000000180025095e-35 -0.11171999999999999 0.094835000000000017 0.088975000000000012 0.097845000000000015 -0.053579999999999996 0.087135000000000004 0.095780000000000018 0.090100000000000013 0.097220000000000015 -0.0070899999999999991 0.022185000000000003 -0.23083499999999998 -0.010424999999999999 -0.067824999999999983 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 22 6 10 12 16 14 20 24 13 -4 15 23 -1 21 -19 -18 -5 -17 26 -8 -6 -23 -3 -15 -29 -22
right_child=1 2 7 5 11 -7 9 -9 -10 -11 -12 -13 -14 27 -16 17 19 18 -20 -21 29 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00080987512230539177 0.00076918157107812833 0.00041407898944966935 0.00033422127353891829 0.00080405222681473776 0.00080386341786852064 0.00029841686169817752 0.00067598946156544916 0.00044601547690212062 0.00039219633851876004 0.00045715790813483759 0.00098745411468876719 0.00037952308736831082 1.7943209266047888e-05 0.00019518236207374026 0.00084652877435266493 0.00076058652955232901 0.00068275901070129718 0.00045898399509799976 0.00069916433726696268 0.00045452161707735362 0.00066507308457801535 0.00072207707148016153 0.00045263800695062622 0.00048717598976040423 0.00063092363872971726 0.00062875962885365698 0.00028665246936434994 0.00018734855887790521 1.6088403925379851e-05 0.00076655748948632849
leaf_weight=28 76 33 45 931 23 20 26 37 64 37 60 31 84 40 77 379 31 20 34 21 42 213 33 28 51 71 167 20 51 348
leaf_count=28 76 33 45 931 23 20 26 37 64 37 60 31 84 40 77 379 31 20 34 21 42 213 33 28 51 71 167 20 51 348
internal_value=0 0.000351355 0.000299721 0.000748948 0.000410958 0.000761792 0.000765881 0.000163987 0.000545052 0.000715223 0.000798345 0.000594583 0.000120508 0.000175735 0.000726483 0.000714494 0.000667337 0.000724767 0.000610209 0.000590586 0.000789756 0.000734098 0.000328209 0.000578086 0.000684675 0.000698748 0.000307678 0.000111484 6.43307e-05 0.000755628
internal_weight=0 691 615 2430 338 2286 2266 277 144 885 1381 105 240 156 848 771 80 717 54 52 1321 663 233 54 74 284 200 111 71 390
internal_count=3121 691 615 2430 338 2286 2266 277 144 885 1381 105 240 156 848 771 80 717 54 52 1321 663 233 54 74 284 200 111 71 390
is_linear=0
shrinkage=0.00196078


Tree=7391
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 2 47 1 2 1 34 4 14 4 0 0 157 13 475 1 12 15 31 15 3 49 159 3
split_gain=8.23192 1.33138 0.809793 0.718514 0.45806 0.425495 0.352754 0.306316 0.265489 0.215489 0.166787 0.161127 0.15452 0.122071 0.110537 0.102763 0.098887 0.0983112 0.0826295 0.0809587 0.0780965 0.0729693 0.0713717 0.0692611 0.0690166 0.0663418 0.122064 0.138786 0.0930126 0.0768657
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.10045500000000002 -0.022174999999999997 0.091265000000000013 0.13082500000000002 0.092845000000000025 0.14285500000000004 0.086920000000000011 -1.0000000180025095e-35 0.27834500000000006 0.062655000000000016 0.0067750000000000006 -0.061629999999999997 -0.23091999999999999 -0.49695999999999996 -1.0000000180025095e-35 -0.08230999999999998 0.11588000000000001 0.08401500000000002 -0.41942499999999994 -0.077289999999999984 0.040760000000000005 -0.097604999999999983 -1.0000000180025095e-35 0.082585000000000006 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 6 16 11 10 -5 12 14 24 -14 -1 22 21 -9 -19 -15 -20 -3 -13 -12 -4 26 27 -22 -28 -27
right_child=1 2 8 9 -6 -7 -8 17 -10 -11 23 15 13 19 -16 -17 -18 18 20 -21 25 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.00057641786954351875 0.00054353432683826785 0.00058823847977464193 0.00019303342757444436 0.00049100434992444626 0.00035847561676253023 0.00027854026567858723 0.00028216838130569146 0.000388051389980049 0.00034445086096783099 0.00029949520376433466 0.00017146133495939903 0.00047716656971831664 0.00035264843372358738 0.00015559036720406503 0.000666639278119898 0.00045151565911150684 0.00037763664900672205 0.00063978584780209299 0.00058883690965773859 0.00030411818576933181 0.00028884626427373174 0.00045082408545258777 0.0005573950285677246 6.4261199019252562e-05 3.9417029627204219e-05 0.00065385912145887108 0.00049935205392593696 0.00047826404784673206 0.00057828446915109437 0.00052969856229204018
leaf_weight=1029 76 39 22 37 48 210 45 21 37 58 37 49 32 43 55 49 20 23 59 21 20 24 328 62 23 21 283 58 72 220
leaf_count=1029 76 39 22 37 48 210 45 21 37 58 37 49 32 43 55 49 20 23 59 21 20 24 328 62 23 21 283 58 72 220
internal_value=0 0.000298699 0.000268443 0.000541241 0.000548041 0.000332855 0.000421964 0.00055202 0.000189848 0.000374083 0.000166013 0.000568298 0.000209326 0.000253767 0.000580996 0.000535988 0.000497757 0.000520386 0.000524062 0.000204326 0.00052043 0.00053589 0.000546967 0.000104326 0.000114518 0.000514442 0.000499929 0.000429695 0.000515361 0.000540518
internal_weight=0 691 615 2430 2335 338 128 2287 277 95 240 1510 141 96 1084 426 83 777 756 64 733 63 377 99 45 674 433 78 355 241
internal_count=3121 691 615 2430 2335 338 128 2287 277 95 240 1510 141 96 1084 426 83 777 756 64 733 63 377 99 45 674 433 78 355 241
is_linear=0
shrinkage=0.00196078


Tree=7392
num_leaves=31
num_cat=0
split_feature=1 4 12 49 151 132 1 15 155 157 3 376 475 150 2 39 52 15 1 4 0 4 48 13 3 43 13 1447 159 403
split_gain=0.318264 0.0588279 0.0426303 0.0450298 0.0408915 0.0445156 0.0426104 0.0510132 0.0372925 0.0327489 0.0352858 0.0384527 0.0315488 0.0311765 0.0298823 0.0283081 0.0298305 0.0351904 0.0350996 0.0274713 0.0263993 0.0245732 0.0232944 0.0223685 0.0332134 0.0255269 0.0218211 0.0374104 0.0996679 0.0337941
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 -0.087004999999999985 0.032230000000000009 0.082150000000000015 0.095950000000000021 -0.15026499999999995 0.10158500000000002 -0.07797999999999998 0.149315 0.084145000000000011 -0.068264999999999978 0.094605000000000009 0.25063000000000007 0.10166000000000001 0.096795000000000006 -0.016799999999999995 0.084785000000000013 -0.15464999999999998 -0.068944999999999992 0.053180000000000012 0.10990500000000002 0.10820000000000002 -0.12018999999999998 0.10366000000000002 -0.085384999999999975 -0.085024999999999989 -0.085489999999999997 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 6 7 -5 9 -2 11 22 -9 -12 23 16 17 -14 -19 -8 -21 26 -11 24 -3 -26 29 28 -28 -4
right_child=1 14 21 4 -6 -7 19 12 -10 10 13 -13 15 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0074808271073958507 -8.1540916115045554e-05 0.0051687260993811138 0.0065291692647824889 0.010309656988829375 0.00019564423337578774 0.00073332585875065094 0.0061482270550914115 0.0017635711486666248 0.0076470303264531223 0.0044991492152340676 0.0035392115686614166 0.00088079082081094395 0.0052951280855158545 -0.00093123666257060212 -0.0017365898801169049 0.0024195771066633127 0.0028740149891326346 0.011419064359506593 0.0062074981846048372 0.0032599625481613856 -0.000807144984137267 0.0045568239850122946 0.00771828168648686 -0.00070727987622376531 0.0022481882204621441 -0.0010729794942394451 0.0078543079923838379 0.005523531106450803 -0.0016167595647275448 0.0039324219608189246
leaf_weight=44 25 34 415 20 25 31 25 26 22 114 39 25 83 26 24 26 26 24 28 79 20 242 28 28 162 27 20 1351 25 57
leaf_count=44 25 34 415 20 25 31 25 26 22 114 39 25 83 26 24 26 26 24 28 79 20 242 28 28 162 27 20 1351 25 57
internal_value=0 0.00267245 0.0053153 0.00443966 0.00411566 0.00436824 0.00468387 0.00548087 0.00369551 0.00335725 0.00372781 0.00449721 0.00502746 0.00175103 0.00163451 0.00548126 0.0059757 0.00657306 0.00861284 0.00318629 0.00243832 0.00550496 0.00513391 0.00195685 0.00229136 0.00177374 0.00562779 0.00542905 0.0025926 0.00621558
internal_weight=0 554 2567 457 413 388 357 233 279 257 232 167 213 65 275 187 161 135 52 124 99 2110 142 251 223 189 1868 1396 45 472
internal_count=3121 554 2567 457 413 388 357 233 279 257 232 167 213 65 275 187 161 135 52 124 99 2110 142 251 223 189 1868 1396 45 472
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 4 2 1 2 4 16 1 52 3 2 16 15 3 16 52 0 4 12 14 3 15 10
split_gain=23.9245 3.81118 2.09604 1.80075 1.28691 0.974462 0.815932 0.812748 0.728706 0.652323 0.611657 0.496169 0.419794 0.356592 0.258193 0.217792 0.25931 0.197843 0.228896 0.183809 0.197832 0.230353 0.172549 0.170738 0.152684 0.149003 0.148783 0.145638 0.140418 0.141756
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.27834500000000006 0.062655000000000016 0.27834500000000006 0.089885000000000007 0.09253500000000002 0.14753000000000002 0.27834500000000006 -0.040964999999999994 0.091195000000000012 -0.56176499999999996 0.090900000000000009 0.10855000000000002 0.0039400000000000008 -0.17952999999999997 -0.11171999999999999 0.062650000000000025 -0.012164999999999999 -0.010949999999999998 -0.03898999999999999 0.095780000000000018 -1.0000000180025095e-35 -0.010424999999999999 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 11 24 8 9 14 -5 12 -3 -7 -1 -11 19 18 22 -17 21 -21 -2 -6 -4 -22 -19 -14 -13 -30
right_child=1 5 6 10 23 13 -8 -9 -10 15 -12 28 27 -15 -16 16 -18 26 -20 20 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00096117294688847403 0.00038609469835372535 0.00050073473842120642 0.0009417725881480163 0.00085443949934864265 0.00070448657937385764 0.0004069929019502743 0.00052590177217924508 0.001115058476747084 0.00056347328117001077 0.0010155719488764048 0.00052623742124426791 0.00025482301556907012 0.00036826548275695014 0.00074865376710696937 0.00088711637183861531 0.0010674178162041832 0.00074364465468299652 0.00056860079900753673 0.00074572563839581617 0.00068485214784532703 0.00091253858325467921 0.0008970372315652166 0.0005909448449626884 0.00046875128378164645 0.00080460577579510157 0.00085201603627422574 0.00042050784640927235 0.00022186287395031676 0.00019765136068613796 -5.485588281626711e-06
leaf_weight=1117 25 44 52 34 27 23 36 84 22 43 61 32 41 24 216 20 56 34 22 42 388 37 43 21 78 262 112 72 25 28
leaf_count=1117 25 44 52 34 27 23 36 84 22 43 61 32 41 24 216 20 56 34 22 42 388 37 43 21 78 262 112 72 25 28
internal_value=0 0.000494845 0.000618314 0.000908327 0.000919093 0.0003231 0.000787132 0.000925762 0.000918544 0.000922126 0.000643699 0.000272923 0.000338251 0.000581458 0.000949173 0.00087961 0.000872348 0.000499569 0.000571877 0.00088197 0.000876882 0.00078423 0.000515632 0.000601352 0.000859473 0.000888143 0.000454995 0.000274982 0.000152259 9.03337e-05
internal_weight=0 691 402 2430 2335 289 166 2287 2203 2181 95 242 157 47 1333 848 805 236 90 749 729 79 68 48 130 650 146 113 85 53
internal_count=3121 691 402 2430 2335 289 166 2287 2203 2181 95 242 157 47 1333 848 805 236 90 749 729 79 68 48 130 650 146 113 85 53
is_linear=0
shrinkage=0.00196078


Tree=7394
num_leaves=31
num_cat=0
split_feature=1 3 2 4 376 2 12 2 123 394 14 4 16 4 1429 2 9 16 12 1451 1429 484 133 48 1209 1209 39 13 49 3
split_gain=0.340281 0.0600051 0.045655 0.0452213 0.0516398 0.0632493 0.0385593 0.0345057 0.0342363 0.0294619 0.0281637 0.0278707 0.0523982 0.0244649 0.0237155 0.0233988 0.0231314 0.0355219 0.0230175 0.0212736 0.0221534 0.0710297 0.0796917 0.0259348 0.0212568 0.0247837 0.020838 0.0220213 0.0191672 0.0670221
threshold=0.10920500000000001 0.31534000000000006 0.098630000000000009 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.42850999999999995 -0.0091949999999999983 0.08592000000000001 -0.08151499999999999 -0.47071999999999997 -0.04890499999999999 -0.059624999999999991 -0.55119499999999988 1.0000000180025095e-35 0.15950500000000004 0.037245000000000007 -0.0064149999999999997 0.093965000000000007 0.088880000000000015 0.084770000000000012 0.073690000000000019 0.085895000000000013 -0.088719999999999979 0.083050000000000013 0.087355000000000002 0.10076500000000001 -0.080344999999999986 -0.023059999999999997 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 5 18 -3 16 9 -4 -5 -7 -13 -9 28 -8 -1 -18 -2 20 23 -22 -23 -15 -25 -26 27 -12 29 -11
right_child=1 6 8 10 -6 11 15 13 -10 14 26 12 -14 19 -16 -17 17 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.001232315461563233 0.0077773431171081035 0.0030197420995682479 0.001128941394854337 0.0055769596248865135 5.0893578485682088e-05 0.0055758138916765648 0.00037195891177231849 0.0092928882967680693 0.0013177646107838624 -0.0016335233580321074 0.0002707500488031656 0.0036520872351068719 -0.0014596257406961303 0.0090919783416514594 0.0068145122407286462 -0.0038503198489446993 0.0025577864633744649 0.0078202236605727157 0.0049844286656783275 0.0090206692554056639 0.006945696813142244 -0.0021940978279767131 0.0054943332598278568 0.0056727111409563061 0.0093855550207081265 0.0062506608036933704 -0.00041822363347865837 0.003095573616433847 0.005075545880902043 0.005037180351314792
leaf_weight=26 50 35 20 20 29 30 35 20 28 20 40 65 29 24 66 21 29 23 72 20 53 26 28 1568 32 119 39 89 404 61
leaf_count=26 50 35 20 20 29 30 35 20 28 20 40 65 29 24 66 21 29 23 72 20 53 26 28 1568 32 119 39 89 404 61
internal_value=0 0.00276348 0.00549622 0.00322488 0.00404201 0.00451251 0.000415965 0.00572889 0.00473181 0.00489922 0.0020296 0.00292202 0.00207507 0.00581395 0.00503607 -0.0012114 0.00366771 0.0048854 0.00612907 0.00577675 0.00574168 0.00434502 0.0017925 0.00582742 0.00578184 0.00691501 0.00160729 0.00221966 0.00479406 0.00339009
internal_weight=0 554 2567 463 275 246 91 1968 599 571 188 124 94 1890 551 56 78 52 122 1870 1850 107 54 1743 1719 151 168 129 485 81
internal_count=3121 554 2567 463 275 246 91 1968 599 571 188 124 94 1890 551 56 78 52 122 1870 1850 107 54 1743 1719 151 168 129 485 81
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 4 3 14 14 4 2 1 0 49 2 2 2 4 157 1 39 1 41 3 3 52 43 475 1
split_gain=13.2019 2.18585 1.13908 0.880835 0.839659 0.660038 0.600818 0.429223 0.424728 0.358086 0.323514 0.3223 0.302212 0.296144 0.268344 0.25824 0.445794 0.205379 0.155563 0.134578 0.128275 0.125353 0.122265 0.111759 0.102165 0.156589 0.100423 0.0991803 0.0936156 0.109562
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.14753000000000002 0.27834500000000006 0.13501500000000002 0.27834500000000006 0.31534000000000006 0.062655000000000016 -1.0000000180025095e-35 -0.35136499999999998 0.092235000000000025 0.092845000000000025 -0.11173999999999999 -0.054984999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.31358000000000003 0.076415000000000025 -0.42132499999999995 0.13075500000000004 0.098220000000000016 0.086920000000000011 0.085095000000000018 -0.017889999999999996 0.11658 -0.088204999999999992 -0.079109999999999986 -0.08230999999999998 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 14 6 8 10 9 -1 -3 13 -4 18 -2 27 -17 -5 -11 -13 -6 24 -15 28 -18 -26 -10 -12 -21 -30
right_child=1 3 12 17 20 -7 -8 -9 26 11 15 19 -14 22 -16 16 21 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00091713365064108993 0.00043308230518710378 0.00057473504401910373 0.00061749807214951723 0.00019361831608401481 0.00042737046312343185 0.00047051140671790714 0.000380369359477956 0.00016679182773582146 0.00074691113230644483 0.00054135099679482074 0.00030781141556743226 0.0008062735979073967 0.00039070334807831726 0.00073167451009885332 0.00065915965352489824 0.00060806923734596356 0.00025603341311216353 -7.295399839491377e-06 0.00073288206427095284 0.00074284874048887513 0.00025815511441156511 0.00022712304231831799 0.00069051962259565028 0.0005160452243215453 0.00046538876076237753 0.00033260440632654784 0.00089072887250939679 0.00015146773365406295 0.00066107175108828353 0.00054470291189667871
leaf_weight=29 24 28 37 71 61 48 22 44 28 56 39 24 58 1022 127 30 25 27 23 50 24 27 381 21 62 76 56 26 542 33
leaf_count=29 24 28 37 71 61 48 22 44 28 56 39 24 58 1022 127 30 25 27 23 50 24 27 381 21 62 76 56 26 542 33
internal_value=0 0.00038235 0.000689502 0.000302926 0.000535477 0.000698065 0.000702841 0.000348127 0.000705973 0.000700703 0.000373619 0.000697787 0.000479034 0.000713921 0.000623227 0.00035386 0.000385942 0.000138265 0.000597113 0.000662099 0.000379592 0.000350869 0.000720498 0.000656742 0.000371367 0.000392261 0.00084279 0.000245274 0.00066147 0.000654393
internal_weight=0 691 2430 455 236 2335 2287 357 2265 2181 313 2152 95 1482 151 285 220 98 79 670 85 190 1403 646 163 138 84 65 625 575
internal_count=3121 691 2430 455 236 2335 2287 357 2265 2181 313 2152 95 1482 151 285 220 98 79 670 85 190 1403 646 163 138 84 65 625 575
is_linear=0
shrinkage=0.00196078


Tree=7396
num_leaves=31
num_cat=0
split_feature=1 4 12 44 3 484 1 2 151 14 16 12 0 51 4 12 42 159 1 3 15 48 3 1 48 160 52 0 133 11
split_gain=0.334435 0.0564533 0.0454098 0.0446505 0.041824 0.0408993 0.0357506 0.0354105 0.0302989 0.0341604 0.0448667 0.0360939 0.0290603 0.028758 0.0304776 0.027909 0.0287795 0.0267131 0.0251632 0.0242448 0.024148 0.0233714 0.0269422 0.0355842 0.0231539 0.0227261 0.0217673 0.0213354 0.021239 0.0200163
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 1.0000000180025095e-35 0.12178000000000001 -0.011244999999999998 0.08864000000000001 0.14285500000000004 0.050660000000000004 -0.42495999999999995 -0.16927999999999996 0.09364500000000002 -0.10011499999999998 0.012085000000000002 1.0000000180025095e-35 0.10227500000000002 -0.069529999999999995 0.04105000000000001 0.10658000000000002 -0.11171999999999999 -0.21699999999999997 -0.035774999999999994 -0.013929999999999998 0.10337500000000001 0.085130000000000025 -0.059339999999999997 -0.065544999999999978 -0.09515499999999999 -0.085499999999999979 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 -1 19 13 9 26 11 12 -11 17 -15 20 27 -2 21 -7 -4 -8 -23 24 -24 -19 -3 -17 -21 -22
right_child=1 8 15 -5 -6 6 18 -9 -10 10 -12 -13 -14 14 -16 16 -18 25 -20 28 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0076900646622242363 0.0059869552734688539 0.0011523458569382247 0.0090187999984229234 0.0083554245222456237 -0.00016404058318585159 0.0025752045300409753 4.1371495731604788e-05 0.0013438794319517913 0.0052103333397889922 0.0034405112328172172 -0.0037435841676779092 -0.0017512086636997993 0.00050607147199143441 0.00429406182199084 0.0003857734012854053 0.0090121308873806674 0.0040380523444692173 0.00056249518645927314 0.0055885995735297919 0.0038116330387876242 0.0057148729146623478 0.00084752555874943302 0.0067769883538718358 0.0003807528836963078 0.0034966477173535774 0.0053296877723187216 0.0048877721150907194 0.0053457860705944209 0.0066197699816918686 0.0083195897269373147
leaf_weight=37 104 26 23 29 20 27 26 50 23 68 20 32 67 53 32 21 191 20 40 37 1780 34 39 21 48 20 39 65 99 30
leaf_count=37 104 26 23 29 20 27 26 50 23 68 20 32 67 53 32 21 191 20 40 37 1780 34 39 21 48 20 39 65 99 30
internal_value=0 0.00275268 0.00546184 0.0045581 0.0043008 0.00451967 0.00420348 0.00375488 0.0017359 0.00141879 0.000732359 0.0012684 0.00198416 0.0042813 0.00282271 0.00565758 0.00472202 0.00514227 0.00333449 0.00531238 0.00579896 0.00279779 0.00330249 0.00407535 0.00496715 0.00294609 0.0033936 0.00624106 0.00585579 0.00575805
internal_weight=0 554 2567 457 428 408 371 279 275 252 187 167 135 229 85 2110 277 144 208 163 1833 168 142 108 87 40 65 86 136 1810
internal_count=3121 554 2567 457 428 408 371 279 275 252 187 167 135 229 85 2110 277 144 208 163 1833 168 142 108 87 40 65 86 136 1810
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=31
num_cat=0
split_feature=1 3 9 44 3 15 155 14 0 1 3 4 48 0 52 13 0 12 4 30 2 0 132 16 16 15 0 484 160 14
split_gain=0.270892 0.0523221 0.0407514 0.0412341 0.0452476 0.0373371 0.0343378 0.0331834 0.0464612 0.0565967 0.0369582 0.0357057 0.0351746 0.0329203 0.0347942 0.0319179 0.0305938 0.0273281 0.033951 0.0270535 0.0602856 0.0400841 0.0254534 0.0248875 0.0586344 0.0274193 0.02255 0.0220503 0.0314659 0.0233932
threshold=0.10920500000000001 0.31534000000000006 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 -0.23909999999999995 0.084785000000000013 0.062655000000000016 -0.14001499999999997 0.081670000000000006 -0.023499999999999997 0.022185000000000003 0.093265000000000015 -0.071339999999999987 -0.080979999999999983 -0.47860499999999995 -0.065229999999999996 -0.089839999999999989 -0.52556499999999995 0.087020000000000014 1.0000000180025095e-35 0.024095000000000002 0.091440000000000007 -0.052894999999999991 0.41553500000000004 -0.065449999999999994 -0.11991499999999998 -0.067484999999999989 0.022560000000000004 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 5 -4 19 8 9 -7 -11 12 17 -14 -15 -3 -6 -10 -19 20 21 -2 27 26 -25 -26 -13 -22 29 -29
right_child=1 15 3 -5 16 7 -8 -9 11 10 -12 23 13 14 -16 -17 -18 18 -20 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0012516348071706792 0.005564604227451463 0.0016979920474113896 0.00068209593649953609 0.0087752535396638069 0.00054108196039660242 0.0070524299051612617 0.0059197577242074279 0.006904788649537497 0.0020634775571525097 -0.0014116271621669118 0.0030851955003670176 0.0076459224599049157 0.0046629305058113286 0.0042273594211292218 -0.0016712976782582703 -0.0021975437944726736 0.0050223845858126878 0.0089117754358556817 0.0053376125830415094 0.00028303298507993067 -0.00075309600603456301 0.00094729833223897479 -0.0013720530585851522 -0.00026581727359324502 0.0067212484940682776 0.0025483031567531608 0.0043185792920595626 0.0049818815960962744 0.0063195104067701666 0.0018132498808657094
leaf_weight=30 103 58 20 28 39 30 35 90 25 23 89 23 102 20 20 33 25 27 1696 43 21 23 20 39 32 31 178 27 21 170
leaf_count=30 103 58 20 28 39 30 35 90 25 23 89 23 102 20 20 33 25 27 1696 43 21 23 20 39 32 31 178 27 21 170
internal_value=0 0.00247741 0.00491566 0.00495898 0.00491639 0.0049851 0.00290825 0.00502059 0.00494796 0.00319499 0.00216174 0.00506147 0.00522303 0.00370944 0.00127803 0.000285325 0.00229159 0.00534599 0.00539362 0.00266198 0.00292769 0.00472176 0.00205489 0.00405371 0.00278148 0.00466789 0.00469932 0.00234167 0.00263978 0.00224753
internal_weight=0 554 2567 2537 2509 2445 463 2425 2335 142 112 2193 1890 142 40 91 64 1748 1723 428 385 126 259 303 102 63 201 239 218 197
internal_count=3121 554 2567 2537 2509 2445 463 2425 2335 142 112 2193 1890 142 40 91 64 1748 1723 428 385 126 259 303 102 63 201 239 218 197
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 15 43 3 34 13 12 1 13 31 13 12 41 12 399 4 3 12 49 2 1 49 1211 49
split_gain=0.219962 0.0649143 0.0546637 0.0509853 0.0354155 0.0357335 0.0397614 0.0359106 0.0335256 0.0320208 0.0290789 0.0428956 0.0499613 0.0364215 0.0472953 0.035457 0.0324643 0.0273159 0.0400149 0.0389669 0.0340925 0.0262794 0.0261396 0.0259715 0.0251919 0.03061 0.0522276 0.0422035 0.036756 0.0348469
threshold=0.11910500000000002 0.078300000000000008 0.14530500000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.13524500000000003 -0.23141499999999995 -0.095049999999999982 -0.16726499999999997 -0.038779999999999995 -0.072819999999999982 0.096990000000000007 0.14262000000000002 -0.47860499999999995 -0.081689999999999985 0.10935500000000002 0.092550000000000007 0.077565000000000009 0.092355000000000007 0.10054500000000001 -0.013125 -0.076234999999999983 -0.081419999999999979 0.085970000000000005 0.086885000000000004 0.089875000000000024 -0.068409999999999985 0.077345000000000011 0.0043850000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 9 -5 -9 -7 15 12 13 23 -15 -2 21 19 20 24 -19 -13 -23 -12 25 27 28 -3 -27 -29
right_child=10 17 -4 4 -6 6 -8 8 -10 -11 11 16 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0010359129949432352 0.0019012643455821295 0.0088045893029110242 -0.0017452232888899744 -0.0016241596953477711 0.0072345815931579892 0.00077063628483474964 0.0012949299419212133 0.0049166262921062302 0.0017071495882589065 0.0048153678696204833 0.0043383231138527066 0.0071426363985823554 -0.0038411450863350184 0.0023058530024212343 -0.004258045201588955 -0.0038558672566432507 0.00094577322584680395 0.0041074715730459134 -8.5984331301667478e-05 0.0089329305970433943 0.0075442704426435143 0.0063719600300481995 0.002289869129186451 0.00089889426238923568 0.0057918285122185807 0.0039912068005806458 -2.1955187642766585e-05 0.0049763765065476504 0.0079513293616473683 0.0010172295404355164
leaf_weight=23 23 28 20 20 28 21 43 52 87 288 46 23 20 23 21 20 45 762 22 23 30 21 62 42 209 375 31 665 25 23
leaf_count=23 23 28 20 20 28 21 43 52 87 288 46 23 20 23 21 20 45 762 22 23 30 21 62 42 209 375 31 665 25 23
internal_value=0 0.004331 0.00339215 0.00357498 0.00377173 0.00358199 0.00414401 0.00233776 0.00290782 0.00454048 0.00165706 0.00200242 0.000816508 0.00152221 -0.000826917 -0.000776471 0.00319618 0.00458016 0.0041208 0.00485132 0.00423765 0.00415154 0.00332269 0.00269678 0.00478209 0.0045981 0.00393226 0.0049989 0.00423871 0.00484402
internal_weight=0 2775 582 562 539 511 352 159 139 309 346 303 152 132 44 43 151 2193 814 1379 792 106 83 88 1356 1147 431 716 400 688
internal_count=3121 2775 582 562 539 511 352 159 139 309 346 303 152 132 44 43 151 2193 814 1379 792 106 83 88 1356 1147 431 716 400 688
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 150 4 2 4 14 43 49 0 2 50 3 15 16 2 457 3 15 12 1 1 2
split_gain=18.8516 2.33027 1.9495 1.28366 1.01933 0.81473 0.609995 0.585926 0.563912 0.459769 0.429435 0.413421 0.408096 0.384177 0.310412 0.257181 0.23729 0.201761 0.186788 0.184714 0.182996 0.163419 0.151262 0.144683 0.237602 0.143036 0.140052 0.13791 0.132928 0.127425
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14285500000000004 0.095330000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.09487000000000001 0.061775000000000004 0.10803500000000001 -0.062539999999999984 0.076175000000000007 -0.066504999999999995 -0.012034999999999999 0.14486500000000005 0.087470000000000006 0.041865000000000006 -0.14186499999999996 -0.089964999999999976 -0.066924999999999985 0.12992500000000004 0.083570000000000019 0.095270000000000007 -0.15026499999999995 -0.042789999999999988 0.12000500000000001 0.13436000000000001 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 7 13 27 -9 11 16 14 -10 29 17 -2 19 -1 20 -8 -7 -21 -5 24 -6 -16 -13 -3 -14 -4
right_child=1 5 6 22 23 18 10 8 12 -11 -12 26 28 -15 25 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043238018657646928 0.00045115345705519706 0.00030483841923448966 0.00077860957541574271 0.00038319235617647457 0.00037367753775826857 0.00012126239783333778 0.00084098594284811321 0.00062598679423415688 0.00058270223329172409 0.00040760224019240467 0.00055535604553563886 0.00060308386612441928 0.00031484024000101774 0.00094629978581572949 0.00089719607071443036 0.00069648267531359379 0.00052728481055085174 0.00066972192742076569 0.00025741899966193448 0.00075898262628084517 -8.6457858031122053e-05 0.00067811984376802217 0.00019576115844150384 0.00032855297290681497 0.00062602960461045454 0.00072934085966190154 0.00038483494869889876 0.00013126955061610866 0.00015021340934802076 0.00074018643054140027
leaf_weight=21 20 24 1037 49 32 63 49 28 21 26 73 26 132 47 22 92 24 40 26 170 22 221 25 36 26 173 20 66 22 488
leaf_count=21 20 24 1037 49 32 63 49 28 21 26 73 26 132 47 22 92 24 40 26 170 22 221 25 36 26 173 20 66 22 488
internal_value=0 0.000338658 0.000727863 0.000520268 0.000606209 0.000255045 0.000752205 0.000309242 0.000367626 0.000657798 0.00069515 0.000679338 0.000326288 0.000771695 0.00071009 0.000652674 0.000717144 0.000588014 0.000111985 0.0007275 6.74995e-05 0.000713278 0.000319871 0.000426195 0.000486801 0.000748278 0.000508193 0.000177555 0.000291322 0.000766314
internal_weight=0 590 2531 186 422 404 2109 293 203 328 537 302 175 1572 256 112 464 61 111 440 85 391 74 94 58 195 46 90 154 1525
internal_count=3121 590 2531 186 422 404 2109 293 203 328 537 302 175 1572 256 112 464 61 111 440 85 391 74 94 58 195 46 90 154 1525
is_linear=0
shrinkage=0.00196078


Tree=7400
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 159 2 14 2 4 1 0 3 47 14 157 1 14 0 47 1 16 48 132 15 3 52
split_gain=19.2283 3.01933 2.0161 1.62221 1.16078 1.04017 0.685219 0.564346 0.447598 0.442682 0.441522 0.321918 0.352435 0.306103 0.29894 0.257945 0.1867 0.181574 0.138454 0.134196 0.125157 0.121524 0.15646 0.119025 0.127623 0.198425 0.117771 0.128398 0.117286 0.113793
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.091265000000000013 0.09253500000000002 -1.0000000180025095e-35 0.10672500000000001 0.062655000000000016 0.14753000000000002 0.40945500000000007 0.080270000000000022 -0.18113999999999997 -0.12018999999999998 0.090100000000000013 0.076175000000000007 -0.41266499999999995 0.11588000000000001 -0.23083499999999998 -0.10474999999999998 0.078875000000000015 0.11669000000000002 -0.29154999999999992 0.083685000000000009 0.08764000000000001 -0.41942499999999994 0.0068900000000000012 0.31359500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 10 -5 -4 19 13 12 28 29 -8 -15 20 18 -16 -6 -3 22 -17 24 -22 -26 27 -13 -10 -1
right_child=1 2 8 7 9 -7 14 -9 11 -11 -12 26 -14 15 17 21 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00078700294033245629 0.00072758205049430877 0.0004240250906504686 0.00042862959773607025 0.00068324006118542044 0.00074347897998842537 0.0004288235234763849 0.00052991276932341802 0.00036978248913748928 0.0002352632978954311 0.00037712055161929261 0.00093042657090319173 0.00014682961461108052 0.00014661714546473735 0.00054718123566286237 0.00083141094329310388 0.00057271399081669342 0.00046971274226620592 0.00089029043693752855 0.00069540876433983525 0.00057456182693344318 0.00040215399998034081 0.00074576542731510736 0.00077865508917754063 0.00017423730465111859 0.00013436886810642832 0.00033374764216804537 0.00019420584874948525 -3.1961267639198646e-05 0.00042375079504506404 0.00066616348663061037
leaf_weight=894 74 31 26 34 40 41 39 63 22 28 62 23 105 30 30 37 33 20 707 33 42 437 23 29 28 61 21 47 30 31
leaf_count=894 74 31 26 34 40 41 39 63 22 28 62 23 105 30 30 37 33 20 707 33 42 437 23 29 28 61 21 47 30 31
internal_value=0 0.000353923 0.000307762 0.000728149 0.000412211 0.000738402 0.000743897 0.000479654 0.000183871 0.000586724 0.000768383 0.000158211 0.000211994 0.000761464 0.000697323 0.000723747 0.000333525 0.000705947 0.000700945 0.000667119 0.000309995 0.000734404 0.000651658 0.000287902 0.000313064 0.000271022 6.542e-05 2.67843e-05 0.000344006 0.000782953
internal_weight=0 673 599 2448 325 2351 2310 97 274 101 1514 248 157 1452 796 527 224 757 737 73 191 497 60 160 131 89 91 70 52 925
internal_count=3121 673 599 2448 325 2351 2310 97 274 101 1514 248 157 1452 796 527 224 757 737 73 191 497 60 160 131 89 91 70 52 925
is_linear=0
shrinkage=0.00196078


Tree=7401
num_leaves=31
num_cat=0
split_feature=1 3 2 130 2 0 147 4 11 12 48 2 48 2 0 1 43 52 52 42 4 457 2 43 16 13 1 0 39 4
split_gain=0.303776 0.0523216 0.0419721 0.0417427 0.0329577 0.0311843 0.0310378 0.0534217 0.0304104 0.0389079 0.035523 0.0298143 0.0271642 0.0278348 0.0333317 0.0258982 0.0298486 0.0247531 0.0308609 0.0238415 0.023372 0.0276293 0.0226913 0.0319194 0.0223739 0.022351 0.0208317 0.0202908 0.0297165 0.0194464
threshold=0.10920500000000001 -0.034684999999999994 0.099515000000000006 -0.072444999999999982 0.31358000000000003 -0.13027499999999997 0.089365000000000014 -0.0057249999999999992 1.0000000180025095e-35 0.09320500000000001 0.078735000000000013 0.15109000000000003 0.097500000000000017 -0.0091949999999999983 -0.07384499999999998 0.13075500000000004 0.070450000000000013 -0.23798499999999997 -0.16675999999999999 0.11839500000000001 -0.029144999999999997 0.084840000000000013 0.11928500000000002 -0.081154999999999991 -0.024819999999999998 -0.23438999999999996 0.098220000000000016 -0.23001499999999997 0.085060000000000011 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 17 26 8 -8 12 10 -10 19 13 14 -1 16 22 -3 -19 25 -20 -22 23 -5 -14 -7 -4 -28 -29 -15
right_child=1 4 5 15 -6 11 7 -9 9 -11 -12 -13 24 29 -16 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0058431220796102516 0.0005302763233582179 0.0054341156128793963 0.0055604520573979245 0.0083721060364041477 -0.0020614455625902685 0.0018328185591963122 0.0061264635751112594 -0.0010950132459402085 0.0067818329165815015 0.0037400946056900114 0.011501593490981538 0.0010254531877026672 0.00080514813731001177 0.0071454568669343235 0.00098801540030587099 0.0020244532419989507 0.0086085705773439256 -0.0019947507040342315 0.0045715851037212733 0.0024115010662676978 0.0021023969392657345 -0.0012814184555921841 0.0021584874008567568 0.0040671732513325627 0.0045018862563665609 0.0052593833642725872 0.0040474297293588866 -0.0011700163735076786 0.0036686856341971597 0.0053818048060471461
leaf_weight=26 33 20 22 24 21 20 21 20 52 26 23 21 22 65 31 36 20 20 33 36 227 27 32 61 64 395 33 30 22 1638
leaf_count=26 33 20 22 24 21 20 21 20 52 26 23 21 22 65 31 36 20 20 33 36 227 27 32 61 64 395 33 30 22 1638
internal_value=0 0.00252645 0.00510845 0.00378957 0.00177875 0.00435918 0.00532667 0.00260379 0.00538401 0.00707361 0.00822923 0.0047086 0.00529157 0.00537636 0.00320263 0.00441128 0.00503848 0.00202537 0.0018033 0.0048801 0.00206797 0.0017427 0.0044282 0.00528268 0.00355621 0.00509425 0.00281781 0.00210795 0.000877127 0.00544912
internal_weight=0 554 2567 206 348 579 1988 41 1947 101 75 472 1846 1760 57 173 137 327 307 451 287 254 117 85 86 415 107 85 52 1703
internal_count=3121 554 2567 206 348 579 1988 41 1947 101 75 472 1846 1760 57 173 137 327 307 451 287 254 117 85 86 415 107 85 52 1703
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=31
num_cat=0
split_feature=1 1 12 49 44 155 151 132 1 15 10 3 2 43 2 2 133 39 4 39 3 12 1 133 2 484 2 12 12 12
split_gain=0.246058 0.0453362 0.0368109 0.0387338 0.0366232 0.0404884 0.0329936 0.035017 0.0314883 0.0425574 0.0301031 0.0291916 0.0271386 0.0276477 0.0366753 0.038578 0.0253049 0.0246768 0.0245931 0.024443 0.0482292 0.0236707 0.0276062 0.02531 0.0280548 0.0235257 0.0505629 0.0388445 0.0448216 0.02236
threshold=0.10920500000000001 0.14262000000000002 0.078300000000000008 -0.087004999999999985 0.083555000000000018 0.084785000000000013 0.032230000000000009 0.082150000000000015 0.095950000000000021 -0.15026499999999995 -0.074314999999999978 0.099930000000000005 0.13622000000000004 0.084740000000000024 -1.0000000180025095e-35 0.092235000000000025 -1.0000000180025095e-35 0.10166000000000001 -0.15464999999999998 0.085060000000000011 0.0051600000000000005 0.087830000000000005 0.089875000000000024 0.087985000000000022 0.092235000000000025 -0.081614999999999979 0.084415000000000004 0.086655000000000024 0.08486500000000001 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 12 7 8 9 -5 -3 17 13 14 -2 29 -17 -11 -10 20 -20 22 23 24 -4 -25 -27 28 -28 -16
right_child=1 10 21 6 -6 -7 -8 -9 18 11 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0066044771546413285 0.0004773789633636376 -0.0028587819955481048 0.0054514774557448374 0.0090858380473218866 0.0067978704847129331 0.0058833008490954391 -3.7737366743385797e-05 0.0004864366995471139 0.0055053456015884883 0.0050870499929516373 0.0012816725313481501 0.00072143189664486624 0.00077530871321111294 0.005588269773870707 0.0076234719270597334 -0.0011496094660833479 0.0027200125694518415 0.0017183133875951174 -0.0031703870122631395 0.0037883252674323874 0.0028914642583445782 0.0045152498443809148 0.0017941119473265565 0.0019365699095134107 0.0086388633417864829 0.0094432304287329332 0.0050046989112161105 0.0060974462750575352 -0.00065352027834576028 0.0037104533572710355
leaf_weight=44 73 22 578 20 21 33 25 31 25 167 87 21 96 30 23 20 109 25 21 43 35 1322 23 36 29 20 28 46 28 40
leaf_count=44 73 22 578 20 21 33 25 31 25 167 87 21 96 30 23 20 109 25 21 43 35 1322 23 36 29 20 28 46 28 40
internal_value=0 0.00227381 0.00459761 0.00378392 0.00272152 0.00251963 0.00348342 0.0037103 0.00399024 0.00467537 0.000445984 0.00426125 0.00223574 0.002711 0.00238527 0.00311066 0.00212007 0.00464841 0.00270286 0.00199516 0.00061827 0.00477384 0.00520767 0.0053103 0.00560376 0.00418289 0.00484574 0.00394427 0.00217559 0.00513902
internal_weight=0 554 2567 457 445 424 413 388 357 233 109 213 391 295 265 192 129 192 124 99 56 2110 788 765 607 158 122 102 56 63
internal_count=3121 554 2567 457 445 424 413 388 357 233 109 213 391 295 265 192 129 192 124 99 56 2110 788 765 607 158 122 102 56 63
is_linear=0
shrinkage=0.1


Tree=7403
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 48 16 43 4 3 12 42 34 2 4 3 4 16 2 16 474 0 51 3 0 157 15 51
split_gain=0.200427 0.0603668 0.0429787 0.0406606 0.0315808 0.0287674 0.0358666 0.0346671 0.0334198 0.0289935 0.0383523 0.0274979 0.0360875 0.0251265 0.0246917 0.0305355 0.0246284 0.0269808 0.0408494 0.0376231 0.0269742 0.0256541 0.0305313 0.0260325 0.0249371 0.0274238 0.0240932 0.0237391 0.0291175 0.0641827
threshold=0.11910500000000002 0.078300000000000008 0.14530500000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -0.024949999999999996 -0.16075999999999999 -0.11720999999999999 1.0000000180025095e-35 0.31370500000000007 -0.42850999999999995 -0.035074999999999988 -0.021334999999999996 0.11510000000000002 0.053180000000000012 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 0.081685000000000021 0.013515000000000001 0.023345000000000001 -0.081584999999999977 0.14722500000000002 -0.059315 -0.10096999999999999 -0.051074999999999988 0.040760000000000005 -0.063174999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 7 -7 -9 13 -11 14 -13 -5 -2 -16 17 20 19 -19 -3 24 -23 -24 25 26 -20 -22 29 -29
right_child=11 16 -4 4 -6 6 -8 8 -10 10 -12 12 -14 -15 15 -17 -18 18 21 -21 27 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00081133532702274953 -0.00029089546293014279 0.0085878130299254108 -0.0014111121627502143 0.002024727361276746 0.0067520273699691255 0.0017011235280531565 0.0015344621794266178 0.0069720229407091846 0.0041218803009505237 0.0024589971895890694 -0.0016631937811091063 0.0025634818867889837 -0.0015666739728268505 0.0067518508273430857 0.0040415895479888496 0.0015623257727669885 0.003417468590559504 -0.0015948260710998018 0.0014247155731330471 0.003812379551292848 0.0072670438348919758 0.0029005938696421009 0.0029277943644736865 0.0067698965009508867 0.0017099816217766299 0.0079750728541209057 0.0046216305678467781 0.0055735301668441081 0.0062924210283778273 -0.00098541639186441898
leaf_weight=23 39 26 20 23 28 45 58 52 197 83 31 34 56 22 77 140 282 22 24 31 37 209 29 45 30 24 1328 37 44 25
leaf_count=23 39 26 20 23 28 45 58 52 197 83 31 34 56 22 77 140 282 22 24 31 37 209 29 45 30 24 1328 37 44 25
internal_value=0 0.00404957 0.0031442 0.00330631 0.00348202 0.00330284 0.00380712 0.00425546 0.00471709 0.00218646 0.00133805 0.00149713 -6.39287e-06 0.00433577 0.00202572 0.00244206 0.00428985 0.00441858 0.00430155 0.00156788 0.00562494 0.00438733 0.00351864 0.00526421 0.00456218 0.00462436 0.00456488 0.00508624 0.00432502 0.00292879
internal_weight=0 2775 582 562 539 511 352 294 249 159 114 346 90 45 256 217 2193 1911 1742 53 169 1689 283 74 1406 1376 1352 143 106 62
internal_count=3121 2775 582 562 539 511 352 294 249 159 114 346 90 45 256 217 2193 1911 1742 53 169 1689 283 74 1406 1376 1352 143 106 62
is_linear=0
shrinkage=0.1


Tree=7404
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 1 0 49 4 2 40 123 50 1 1 13 2 47 475 150 14 133 0
split_gain=11.2413 1.74836 1.04717 0.808048 0.716239 0.555892 0.428859 0.342968 0.312762 0.299663 0.292684 0.244334 0.202062 0.202067 0.196308 0.143897 0.160495 0.137619 0.135338 0.128422 0.124022 0.120977 0.117027 0.143838 0.113091 0.112484 0.102201 0.0946969 0.092238 0.0776045
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.099515000000000006 -1.0000000180025095e-35 0.062655000000000016 0.14285500000000004 0.10467500000000002 0.09253500000000002 -0.062539999999999984 0.089625000000000024 -0.095504999999999993 -0.054984999999999992 -0.55119499999999988 0.088850000000000012 -0.077714999999999992 0.10695000000000002 0.041865000000000006 0.13075500000000004 0.12958500000000003 -0.47860499999999995 0.31358000000000003 0.08265500000000002 -0.066784999999999983 1.0000000180025095e-35 -0.23083499999999998 -1.0000000180025095e-35 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 17 12 25 21 -4 -11 15 24 -2 -1 29 -3 27 22 28 -8 -6 -24 -14 -7 -27 -13 -5 -17
right_child=1 4 10 20 19 8 9 -9 -10 11 -12 18 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.000831455576653574 0.00042015794615924752 0.00029439988208435005 0.00058716862202507056 0.00028924772776530491 0.00022115657394901318 0.00068855197287246458 0.00060743350374932383 0.00079514177341179454 0.00042139664629465857 0.0005187592984684272 0.00036013692171962185 0.00043011414889976957 0.0004329909422142687 0.00063892137425256078 0.00061352384993189628 0.00068659286489530108 0.00064070028826233264 0.00014661821752202277 0.00016350330447084178 0.00026842054449663339 0.00022437849950982756 0.00040283490994981691 0.00013055887509887763 -8.0174476823623427e-05 0.00060900057954531089 0.0006010610866179685 0.00046304813660880459 0.00031164488024050985 0.0004480314639089334 0.000585237124484349
leaf_weight=21 24 47 34 22 22 54 25 76 39 26 61 32 32 264 127 911 530 50 20 23 24 20 33 20 25 331 22 137 39 30
leaf_count=21 24 47 34 22 22 54 25 76 39 26 61 32 32 264 127 911 530 50 20 23 24 20 33 20 25 331 22 137 39 30
internal_value=0 0.00035976 0.000643189 0.000496708 0.000288728 0.000651399 0.000329488 0.000666099 0.000589136 0.000370997 0.00044139 0.000340543 0.00066069 0.000616062 0.00058279 0.000670292 0.000667991 0.000218224 0.000316027 0.000140246 0.000343785 0.000516501 0.000100939 5.10369e-05 0.000510188 0.000605209 0.00059246 0.000334077 0.000390765 0.000683362
internal_weight=0 691 2430 236 455 2335 357 1889 446 260 95 215 1813 321 151 1492 1471 97 189 98 85 45 75 53 57 407 353 169 61 941
internal_count=3121 691 2430 236 455 2335 357 1889 446 260 95 215 1813 321 151 1492 1471 97 189 98 85 45 75 53 57 407 353 169 61 941
is_linear=0
shrinkage=0.00196078


Tree=7405
num_leaves=31
num_cat=0
split_feature=1 1 44 155 9 44 3 0 15 0 482 10 48 47 51 16 151 48 16 12 447 133 12 11 13 42 1208 1213 2 12
split_gain=0.204983 0.0390482 0.0329199 0.0321908 0.031731 0.0341267 0.0395274 0.031205 0.0305509 0.0302409 0.0290885 0.0351021 0.0250413 0.0258315 0.0429388 0.0259608 0.0269967 0.0257047 0.0250866 0.0246153 0.02315 0.0225096 0.0223427 0.0219217 0.0256632 0.0218914 0.0313597 0.0255361 0.0277017 0.0226523
threshold=0.10920500000000001 0.14262000000000002 0.083555000000000018 0.084785000000000013 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 -0.10836499999999999 -0.23909999999999995 0.22582000000000002 0.090355000000000005 -0.062879999999999978 0.14823500000000003 0.090100000000000013 0.10532000000000001 -0.42170999999999997 0.0033600000000000006 0.12118000000000002 -0.25582999999999995 0.089085000000000011 0.089095000000000021 0.085895000000000013 -0.07415999999999999 0.08976000000000002 -0.16152999999999998 0.11457500000000002 0.099975000000000008 -0.0043299999999999996 0.088475000000000012 0.10388500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 -1 6 8 -8 -6 20 11 -3 13 14 15 16 -2 19 -17 -15 23 -20 -13 24 -10 -26 27 -27 -29 -30
right_child=1 10 -4 -5 5 -7 7 -9 9 -11 -12 22 -14 17 -16 18 -18 -19 21 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00098918454993205773 0.0018561792241234797 -0.0040581354103051128 0.0063816384750507065 0.0053247221198751398 0.00039369747741147877 0.0077324193706122717 -0.00065725441434488893 0.0037785160665225709 0.0008675063161977701 0.00062747474929148502 0.0038511281693354251 -0.0019303145056421109 -0.0013744380697607995 0.0074828032605265358 0.0059260714010831543 -0.002358627595215997 0.0059638454997912056 0.00093001351924613127 0.0016949230148416144 0.0033860814678271047 0.001869934453104695 -0.001942291813902557 0.0019309711058009813 0.0065288816498805516 0.0044639505002110154 0.0047807657459218592 0.0058097079446589629 -0.0012303219246678054 0.0050449016741476961 0.0011888421800297997
leaf_weight=30 80 20 21 33 20 28 29 35 21 22 20 22 20 22 23 24 20 24 114 44 37 20 47 47 2137 35 37 25 25 39
leaf_count=30 80 20 21 33 20 28 29 35 21 22 20 22 20 22 23 24 20 24 114 44 37 20 47 47 2137 35 37 25 25 39
internal_value=0 0.00210137 0.00251688 0.00232546 0.00422236 0.00426059 0.00422184 0.00176856 0.00428606 0.00431816 0.000405033 -0.000369371 0.00207233 0.00225814 0.0017859 0.00141682 0.00267771 0.00373255 0.000618787 0.00475166 0.00435195 0.00115206 0.000699837 0.00439077 0.00434743 0.00437923 0.00325475 0.00249239 0.00159246 0.00269512
internal_weight=0 554 445 424 2567 2537 2509 64 2445 2425 109 89 391 371 281 258 100 90 158 66 2403 134 69 2366 2319 2298 161 124 89 64
internal_count=3121 554 445 424 2567 2537 2509 64 2445 2425 109 89 391 371 281 258 100 90 158 66 2403 134 69 2366 2319 2298 161 124 89 64
is_linear=0
shrinkage=0.1


Tree=7406
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 40 13 44 4 39 42 3 43 4 4 0 34 13 12 0 0 43 97 13 49 12 41 12 4 133
split_gain=0.168233 0.0528631 0.0382428 0.0354394 0.0384395 0.0251486 0.0424441 0.0254452 0.0302104 0.0415655 0.0466326 0.031755 0.0263476 0.024868 0.0324291 0.0242618 0.0236293 0.0352825 0.0408604 0.0339776 0.0633506 0.0357228 0.0325171 0.0259324 0.0229888 0.022146 0.034183 0.0320683 0.0284916 0.0503982
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.08440499999999998 -0.0093149999999999986 1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 -0.019989999999999997 -0.012304999999999998 -0.073404999999999984 0.0049200000000000008 0.24564500000000003 -0.13843999999999998 -0.038779999999999995 -0.072819999999999982 0.096990000000000007 -0.10324499999999999 -0.13455999999999999 -0.063379999999999978 -0.079444999999999988 0.10935500000000002 -0.0060549999999999988 0.092550000000000007 0.077565000000000009 0.092355000000000007 -0.068329999999999988 -0.054584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -7 10 -10 -11 -13 15 -15 -12 22 18 19 20 -18 -21 -2 -19 -16 27 28 -3 29 -27
right_child=16 25 -4 4 -6 7 -8 -9 9 11 13 12 -14 14 24 -17 17 23 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00079472566266422691 0.0020030058099932617 0.0041267211554231759 -0.00087526037509982977 0.0035390279736990729 0.006964529825087923 0.0048253561311867093 -0.0020400139670819044 0.0061874929341554112 -0.0023791389091153787 0.0063396424645694302 0.0023529025710966635 0.0014830363887505464 0.0047685463130777784 0.0065449206347111613 0.00039207740283018214 -0.0010770949302241206 0.00048663208435755227 0.0036298836414748363 -0.0035943019803380593 0.0024204475612564507 0.007661058613448405 -0.0018541920659355009 -0.0034983434052926234 0.000764709816624721 0.0041264325670507624 0.0076827145973220462 -0.00035639953619631183 0.0078922541781693053 0.0031394072162066011 0.0038922118301821969
leaf_weight=23 21 1356 26 30 26 80 25 28 24 41 58 52 46 25 32 32 32 106 20 34 20 46 22 45 34 40 22 23 467 285
leaf_count=23 21 1356 26 30 26 80 25 28 24 41 58 52 46 25 32 32 32 106 20 34 20 46 22 45 34 40 22 23 467 285
internal_value=0 0.00372053 0.00287329 0.00304859 0.00321443 0.00302212 0.0010031 0.0032678 0.00307499 0.00266793 0.00176278 0.00400285 0.00302521 0.00231199 0.00347767 0.00113335 0.00138205 0.00169336 0.000617827 0.00125603 0.00324603 -3.74702e-05 -0.000811638 0.00277602 0.00231584 0.00394537 0.00353176 0.00418953 0.00363976 0.00435874
internal_weight=0 2775 582 556 533 507 55 452 424 344 205 139 98 181 91 90 346 303 152 132 52 80 43 151 66 2193 814 1379 792 325
internal_count=3121 2775 582 556 533 507 55 452 424 344 205 139 98 181 91 90 346 303 152 132 52 80 43 151 66 2193 814 1379 792 325
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=31
num_cat=0
split_feature=1 2 11 48 11 40 150 12 0 151 2 13 1424 4 13 2 401 158 0 16 1429 151 1429 159 131 43 16 484 15 13
split_gain=0.136269 0.0448189 0.031854 0.030927 0.0320275 0.0302536 0.0353949 0.0389182 0.0430747 0.0337869 0.027911 0.0276287 0.021225 0.0209183 0.0436817 0.0243934 0.0195595 0.0198584 0.0210809 0.0266281 0.0365074 0.0416066 0.0408603 0.0293276 0.0269002 0.0358792 0.0265054 0.0293176 0.025737 0.0258464
threshold=0.11910500000000002 0.098630000000000009 0.079915000000000014 0.081805000000000017 0.085155000000000022 0.051255000000000002 1.0000000180025095e-35 0.087995000000000004 -0.23091999999999999 -0.0033899999999999994 -0.0091949999999999983 -0.23438999999999996 1.0000000180025095e-35 0.057560000000000007 -0.086254999999999984 0.13913500000000004 0.083100000000000021 0.11817500000000002 0.12500000000000003 0.013515000000000001 0.086825000000000013 -0.085604999999999987 0.083715000000000026 0.11484000000000001 0.077860000000000013 -0.03898999999999999 -0.0007049999999999999 -0.09849999999999999 -0.033689999999999991 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 6 11 8 -8 -10 -1 -3 16 14 -13 -16 17 18 19 23 21 -21 28 24 26 -26 27 -12 29 -23
right_child=-2 5 3 -5 -6 -7 7 -9 9 -11 12 13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017268997490256363 0.0012438440229575491 0.00019063727945209513 0.0068150423579262922 0.008983011054806412 0.0019443073447931699 -0.0011642758373636753 0.0036960498104095818 0.0047703082556533145 0.00038236049851706334 -0.004540892955847085 0.0064610002543694081 0.0075610300991684198 0.0068301465664990253 0.0023793683913686686 0.0035927735117630439 -5.1407807040959598e-06 0.0044719715125224411 0.0054041656400077055 0.0066071750549599531 0.0053779113737325518 0.0057437381815518551 0.001645652982098806 -0.0028480027476325631 0.00066145812618612716 0.0041490385532687154 0.0082973592590702607 0.0057242354896911629 0.003179640654994537 0.0029492077462468756 -0.0025733393651898953
leaf_weight=84 346 31 27 20 27 20 26 24 46 20 28 27 20 182 326 20 207 50 20 31 29 53 20 35 223 23 46 988 102 20
leaf_count=84 346 31 27 20 27 20 26 24 46 20 28 27 20 182 326 20 207 50 20 31 29 53 20 35 223 23 46 988 102 20
internal_value=0 0.00334848 0.0035868 0.00562382 0.00437967 0.00267079 0.00278006 0.0011841 0.000248565 -0.00110953 0.00351063 0.00309598 0.0035897 0.00325826 0.0036871 0.0033848 0.00355514 0.00344136 0.0033807 0.00334032 0.00240351 0.0019749 0.00143391 0.00351819 0.00359464 0.00453689 0.00337637 0.00327007 0.00192327 0.000489765
internal_weight=0 2775 2053 74 54 722 702 116 92 66 1979 586 1895 555 373 346 1875 1668 1618 1598 255 226 195 1343 1308 246 1062 1016 175 73
internal_count=3121 2775 2053 74 54 722 702 116 92 66 1979 586 1895 555 373 346 1875 1668 1618 1598 255 226 195 1343 1308 246 1062 1016 175 73
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=31
num_cat=0
split_feature=4 2 149 3 10 157 51 46 392 0 48 0 1447 52 48 2 16 47 3 128 43 160 0 41 160 0 1 4 13 47
split_gain=0.116047 0.0440332 0.0381567 0.0339225 0.0305024 0.0223112 0.0320921 0.0220611 0.0223363 0.0212743 0.0319006 0.053029 0.0478487 0.02862 0.0255355 0.0579531 0.0437175 0.0243755 0.0235644 0.023201 0.0277105 0.0297152 0.0225217 0.036529 0.0385759 0.0227994 0.0247938 0.022064 0.0346776 0.0214043
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 0.20828500000000003 -0.079859999999999987 -0.50331999999999988 0.22234000000000001 0.084955000000000017 0.091685000000000003 -0.076579999999999995 0.093265000000000015 -0.061629999999999997 -0.074869999999999978 -0.057699999999999994 0.11247500000000001 0.10559 -0.44310499999999992 0.10813000000000002 0.084940000000000015 0.093785000000000021 -0.084359999999999991 -0.081969999999999987 -0.14920999999999998 0.079395000000000007 -0.013904999999999999 -0.13843999999999998 0.086105000000000015 -0.37944499999999992 0.054800000000000008 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 -1 7 8 9 14 12 -12 -11 -13 15 18 -17 -16 22 20 21 -14 23 24 -7 26 -24 -22 -29 -27
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 10 11 13 19 -15 17 16 -18 -19 -20 -21 27 -23 25 -25 -26 29 -28 28 -30 -31
leaf_value=0.0057869117782120743 -0.0018356061248013225 -0.0006099808710683702 0.0046350507581207371 0.0008076634091468385 0.0011462391361630197 0.0036086136913028263 0.0002033646328000989 0.0056611525125952224 0.0061994098511564989 0.0073300906376022367 0.0036511610491502589 0.0010069596669858411 -0.0023419137811288237 -0.0041542089967565102 0.0082230191607959562 0.0044644214124197048 -0.00086055377634756004 0.0033993749069684952 0.0015452747482439164 0.0049674982906297033 0.0040234806249857006 0.001877054302275439 0.003680116252001861 0.0016481274971738458 0.009181721056854629 0.003450982858115076 -0.00075100659575712476 0.0027449193874700645 -0.0010367235446420429 0.00060895812564046574
leaf_weight=31 39 33 28 65 285 23 38 34 23 23 34 21 20 22 20 21 58 22 71 42 124 101 23 21 27 1431 28 360 26 27
leaf_count=31 39 33 28 65 285 23 38 34 23 23 34 21 20 22 20 21 58 22 71 42 124 101 23 21 27 1431 28 360 26 27
internal_value=0 0.00302105 0.00109338 0.00306484 0.000787313 0.00311977 0.00308845 0.00313059 0.00309708 0.00306905 0.0026313 0.000699909 0.00284497 -0.00163364 0.00326001 0.00320086 0.000554946 0.00569635 0.00332746 0.00269169 0.00254021 0.0011797 0.00340755 0.0051481 0.00661809 0.00332565 0.00124734 0.002863 0.0024902 0.00339835
internal_weight=0 2769 352 2736 324 2671 2640 2602 2568 2545 773 77 696 43 1772 1730 79 42 1651 673 631 121 1580 71 50 1509 51 510 386 1458
internal_count=3121 2769 352 2736 324 2671 2640 2602 2568 2545 773 77 696 43 1772 1730 79 42 1651 673 631 121 1580 71 50 1509 51 510 386 1458
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 14 1 2 1 4 14 0 3 1 52 3 12 47 14 47 16 51 16 1 0 3
split_gain=11.151 1.86893 1.09278 0.977175 0.58253 0.470093 0.407464 0.351779 0.315779 0.305851 0.195567 0.168307 0.165132 0.136075 0.130911 0.167349 0.123885 0.107756 0.106088 0.140876 0.112436 0.0944568 0.0898016 0.122991 0.0818746 0.0827125 0.0766619 0.0955325 0.0755245 0.0729425
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.089885000000000007 0.12958500000000003 0.40473500000000007 0.13501500000000002 0.092845000000000025 0.062655000000000016 0.14860500000000001 -0.090999999999999984 0.14089500000000002 -0.17966999999999997 0.062655000000000016 -0.23091999999999999 -0.059315 0.090540000000000023 -0.56176499999999996 -0.11171999999999999 0.086095000000000019 0.10350500000000001 -0.23083499999999998 0.090100000000000013 0.27252000000000004 -0.085039999999999991 -0.0094449999999999968 0.11551000000000002 -0.10474999999999998 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 9 10 21 14 -5 11 16 -1 -7 -2 15 -6 -3 29 -17 20 -20 -4 -15 26 25 -21 27 -24 -18 -13
right_child=1 5 6 8 7 12 -8 -9 -10 -11 -12 17 -14 22 -16 18 28 -19 19 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048124790273825911 0.00050764514242901523 0.00033118902791698439 0.00065385918875115795 0.00057921323320168504 0.00044242949792694456 0.00050953226180891888 0.0003667927871165499 0.00043915317552103322 0.00034738402751332967 0.00080402188619611739 9.4786949621050235e-05 0.00067400720159187385 0.00027446202495518853 0.00043137543152635351 0.00075136904272378653 0.00070682548519905109 0.00026203703018397702 0.00062420922171236399 0.0004483324152971405 0.00071798723034498062 0.00059204494310360336 0.00054533938257476998 0.00035835675221857573 0.00043909837358944152 0.00056991638381449241 0.00061969232350503421 0.00022841541750493949 0.00022667798452361039 0.00016958751477054316 0.00059337916019045964
leaf_weight=20 20 35 78 37 23 27 33 48 58 59 57 1043 20 34 25 43 52 233 36 35 50 51 87 29 123 552 42 28 98 45
leaf_count=20 20 35 78 37 23 27 33 48 58 59 57 1043 20 34 25 43 52 233 36 35 50 51 87 29 123 552 42 28 98 45
internal_value=0 0.000350326 0.000436787 0.000632612 0.000640544 0.000230057 0.000561219 0.000602647 0.000437675 0.000665853 0.000195207 0.000659774 0.000409502 0.000352796 0.000611494 0.000607437 0.000226147 0.000662477 0.000611961 0.000606836 0.000531886 0.000610956 0.000338719 0.000321781 0.000615915 0.000625553 0.000300111 0.000326296 0.000201637 0.000670672
internal_weight=0 691 402 2430 2335 289 162 935 95 1400 242 1341 47 240 887 862 185 1321 839 796 86 129 220 186 710 587 157 115 150 1088
internal_count=3121 691 402 2430 2335 289 162 935 95 1400 242 1341 47 240 887 862 185 1321 839 796 86 129 220 186 710 587 157 115 150 1088
is_linear=0
shrinkage=0.00196078


Tree=7410
num_leaves=31
num_cat=0
split_feature=4 2 149 10 15 3 3 150 160 13 2 15 157 16 4 130 0 14 15 42 148 3 51 151 42 13 393 42 133 42
split_gain=0.126132 0.0435301 0.0315819 0.0263705 0.0254925 0.0318608 0.0407193 0.0625093 0.0473559 0.049698 0.0513393 0.0352705 0.0272782 0.0393247 0.0457404 0.0289503 0.0244937 0.06273 0.023914 0.0305071 0.023534 0.0206599 0.026196 0.0213054 0.0203217 0.0201295 0.0196722 0.0207269 0.0195989 0.0342315
threshold=0.27287000000000006 0.14285500000000004 0.07770500000000001 -0.079859999999999987 0.013270000000000002 -0.079594999999999985 -0.091054999999999983 0.081835000000000019 -0.020569999999999995 0.090705000000000008 0.08622500000000001 -0.14147499999999996 -0.080299999999999996 -0.014034999999999997 -0.04890499999999999 -0.0054549999999999989 -0.14226499999999997 0.077685000000000018 -0.03241999999999999 0.14351000000000003 -1.0000000180025095e-35 -0.088784999999999989 0.10501000000000001 0.009020000000000002 -0.14609499999999997 -0.084034999999999985 0.10358500000000001 -0.015274999999999999 0.111585 0.11159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 7 8 9 10 -1 -10 13 -7 -15 -14 17 -6 25 -20 -18 -8 23 -23 -22 -3 -26 -28 -17 -30
right_child=2 18 -4 -5 16 12 21 -9 11 -11 -12 -13 15 14 -16 28 20 -19 19 -21 24 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0023792906410314823 -0.0015133749436921416 0.00064907215225199866 0.0044259972304904038 0.0012591585888233232 0.0094807388251647359 0.0034680816254788836 0.0070781970418812264 -0.0023763863340718673 0.0077794609701959429 0.0042394854180100887 -0.0042442854754626757 0.0033327914334509074 0.0061615582400312034 0.0023499962431378662 -0.0041252410786304008 0.0027945529177870205 0.00011677520349621773 0.0034219701974911409 -0.0028952385042794052 0.0021512293843957394 0.0057903080515097835 0.0038915774229890221 0.0068405742191576541 0.0013547911657951772 0.0033814905746769996 0.0050819344894262033 0.0067182473737645802 0.0029449087936275951 -0.0015489046670624923 0.0033990575405941519
leaf_weight=22 39 21 28 285 25 31 21 24 20 27 25 165 24 20 24 588 20 54 25 23 40 412 28 36 957 20 37 24 29 27
leaf_count=22 39 21 28 285 25 31 21 24 20 27 25 165 24 20 24 588 20 54 25 23 40 412 28 36 957 20 37 24 29 27
internal_value=0 0.00321356 0.00120388 0.000925428 0.00328581 0.003017 0.0034634 0.0025059 0.00295831 0.000820316 -0.00114389 0.00381351 0.00254837 0.000740062 -0.00118195 0.00275139 0.00363966 0.0053393 0.00103783 -0.000477139 0.00351511 0.00400861 0.00387319 0.00368773 0.00357935 0.00281144 0.00349247 0.00523366 0.00262431 0.00083672
internal_weight=0 2769 352 324 2680 1523 780 283 259 74 47 185 743 75 44 668 1157 79 89 48 1078 497 476 448 1058 41 1018 61 644 56
internal_count=3121 2769 352 324 2680 1523 780 283 259 74 47 185 743 75 44 668 1157 79 89 48 1078 497 476 448 1058 41 1018 61 644 56
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 4 2 4 0 14 15 1 52 2 0 4 15 39 2 2 0 50 2 2 2 16 3
split_gain=13.0887 1.71053 1.57614 0.958978 0.854394 0.5307 0.497252 0.407061 0.399763 0.356681 0.346968 0.312263 0.27439 0.210983 0.197248 0.191646 0.248521 0.180082 0.147886 0.30499 0.137549 0.125183 0.123422 0.14688 0.113219 0.112809 0.108454 0.138076 0.106729 0.115144
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.27287000000000006 -0.17966999999999997 0.40124500000000002 0.14285500000000004 0.022185000000000003 -0.23194499999999998 0.076175000000000007 0.13592500000000005 0.16175000000000003 0.08257500000000001 0.10444500000000002 -0.074479999999999977 -0.064054999999999987 -0.03241999999999999 0.087735000000000021 0.08647500000000001 0.089005000000000015 -0.13027499999999997 0.08461500000000001 0.099185000000000009 0.10981000000000002 -1.0000000180025095e-35 -0.073404999999999984 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 11 12 9 -6 -5 20 13 -1 22 28 -8 16 17 21 25 -20 -3 -9 -4 -24 -11 -13 27 -2 -7 -30
right_child=1 6 5 8 7 10 14 15 -10 24 -12 18 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00088375629906985848 0.00036122535581371802 0.00049471073594970112 0.00073168102365139191 0.00065763928533961772 0.00069537420417220433 0.00072097532012284631 0.00020754897236164181 0.00063267034666399503 0.00039327553598722786 0.00010564167130532643 0.00058232350020803389 0.00075221273368210448 0.00087479355364707633 0.00048874016819881792 1.9336821511387822e-05 0.00062571838365306606 0.00032549277524645479 0.00036652448694078198 0.00065184330454305715 0.00040923691358158234 0.00031840801360755183 0.00047346086272237161 0.00053504911304561888 0.00069827907421804035 0.00030948127960037509 0.00057893193673853773 0.00033682544560232437 0.00056584266985720507 0.00074598300864226093 0.00065564730375558696
leaf_weight=22 32 46 919 91 31 244 149 31 29 22 166 52 46 21 25 22 57 35 76 27 27 49 23 270 20 20 128 21 64 356
leaf_count=22 32 46 919 91 31 244 149 31 29 22 166 52 46 21 25 22 57 35 76 27 27 49 23 270 20 20 128 21 64 356
internal_value=0 0.000354375 0.00067868 0.000457826 0.000569294 0.000700568 0.000246629 0.000486739 0.000593751 0.000346674 0.00066275 0.000663583 0.00072615 0.000682241 0.000180507 0.0004534 0.000431359 0.000483832 0.000635904 0.000588247 0.000429503 0.000535155 0.000720509 0.000685466 0.000202708 0.000704079 0.00036771 0.0004423 0.00068836 0.000669413
internal_weight=0 590 2531 301 422 2109 289 225 120 115 851 197 1258 685 174 194 172 115 175 103 73 80 1212 293 42 72 181 53 664 420
internal_count=3121 590 2531 301 422 2109 289 225 120 115 851 197 1258 685 174 194 172 115 175 103 73 80 1212 293 42 72 181 53 664 420
is_linear=0
shrinkage=0.00196078


Tree=7412
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 1 2 2 4 49 1 40 0 1 50 52 1 1 52 47 2 0 4 43 0 484
split_gain=17.6743 2.7561 1.59195 1.10503 0.995488 0.811431 0.683986 0.665769 0.501156 0.498659 0.451144 0.425854 0.303519 0.254061 0.210129 0.209496 0.170312 0.161561 0.140648 0.140303 0.110625 0.110301 0.109424 0.0988228 0.0980823 0.0910373 0.0878498 0.0956164 0.0732884 0.0721068
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.089885000000000007 -0.15289999999999995 -0.054984999999999992 0.091195000000000012 -0.077714999999999992 -0.22491999999999998 0.12408500000000001 0.041865000000000006 -0.56176499999999996 0.13075500000000004 0.12958500000000003 -0.16675999999999999 0.091680000000000011 0.31358000000000003 0.18019500000000002 -0.013514999999999998 0.05259500000000001 -0.010949999999999998 0.084040000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 15 11 -4 21 14 -12 -2 -1 -3 -13 -14 24 -18 -5 -9 -10 -15 -6 26 27 -21 -7 -28
right_child=1 4 9 20 18 28 -8 10 22 -11 12 16 17 23 -16 -17 19 -19 -20 25 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00083658951690969918 0.00052251624656429881 0.00035316907853929791 0.00073585396389785245 0.00047344066026115342 0.00018435260512974152 0.00061605372827989774 0.00047677903697868578 0.00067666042101974439 0.00083042819762839848 0.00044120300452202011 0.00063290751593954417 0.00061643203786731896 0.00041316147763144351 0.00080199365673149642 0.00077029143909985152 0.00016981528554677817 0.00088115035059145586 0.00027216282024471753 0.00030737544246984373 0.00080850807076080237 0.00031592826422888274 0.00049314944913574294 0.00099628158014823946 0.00068988756915191042 3.6385908321130508e-05 0.00063797734093432327 0.00074018452571728878 0.00073619344863904953 0.00046160780571672424 0.00082746156375981697
leaf_weight=1117 23 46 34 60 61 27 24 34 20 63 20 27 122 62 220 50 45 42 26 309 24 20 65 59 24 20 324 91 21 41
leaf_count=1117 23 46 34 60 61 27 24 34 20 63 20 27 122 62 220 50 45 42 26 309 24 20 65 59 24 20 324 91 21 41
internal_value=0 0.000431864 0.000790649 0.000607165 0.000342048 0.000800806 0.000806065 0.000395511 0.000809533 0.000544483 0.00045111 0.000803809 0.000404862 0.000711423 0.00082568 0.000257672 0.000769689 0.000377052 0.000181176 0.000774674 0.000428437 0.000608693 0.000957257 0.00074733 0.000142574 0.000768571 0.000771985 0.000792056 0.000548484 0.000749988
internal_weight=0 673 2448 228 445 2351 2303 334 2279 97 238 2194 184 144 1337 96 857 164 111 830 84 54 85 121 85 785 765 400 48 365
internal_count=3121 673 2448 228 445 2351 2303 334 2279 97 238 2194 184 144 1337 96 857 164 111 830 84 54 85 121 85 785 765 400 48 365
is_linear=0
shrinkage=0.00196078


Tree=7413
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 16 475 10 2 12 1 16 10 47 130 15 0 16 1 4 0 3 402 160 4 402 483 481 42 42
split_gain=0.193655 0.0556974 0.0304293 0.0319056 0.0270113 0.0299309 0.0364475 0.0246802 0.0372082 0.0320763 0.0386569 0.0287321 0.0262505 0.0258203 0.0246401 0.0278338 0.03161 0.0228738 0.036274 0.0222816 0.0243066 0.0324947 0.0280944 0.0342664 0.0339239 0.0337987 0.025591 0.0245181 0.0314636 0.0253213
threshold=0.11910500000000002 0.078300000000000008 0.14530500000000005 -0.27302499999999996 0.081185000000000021 0.15273500000000004 -0.081364999999999979 1.0000000180025095e-35 0.13404500000000005 -0.42850999999999995 0.15799000000000005 -0.48836499999999994 -1.0000000180025095e-35 0.13148500000000005 -0.050984999999999996 0.035560000000000008 0.051010000000000007 -1.0000000180025095e-35 0.10538500000000002 0.053180000000000012 -0.085669999999999982 -0.045649999999999989 0.08865000000000002 -0.53327999999999987 -0.050494999999999991 0.113945 0.10200000000000002 -0.073474999999999985 0.088465000000000002 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 11 -10 13 -2 -13 -11 -8 16 17 -16 -19 20 26 22 23 24 -22 -24 -3 28 -25 -29
right_child=7 19 -4 4 -6 -7 14 -9 9 10 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 -23 25 27 -26 -27 -28 29 -30 -31
leaf_value=-0.00033208019095068073 0.00024028298966759058 0.0047620780035296257 -0.00065397332422435285 -0.00034665266190835785 0.0064952637917096061 0.0049718769683157298 0.0059693234801913306 -0.00061712677580425934 0.0046583730354905128 0.00040604595389695617 -0.0036978662083856765 0.00075050252766924955 0.0047130158182415302 0.0042354312437098652 0.0026539755213453864 0.0060750539324039392 -0.00054332989578445752 0.0074550419769905231 0.0019135462059195908 0.003449685896200034 -0.00072590737956865084 0.00024617803144446086 0.0075091894276233181 0.008198859311188713 0.0046275812643580142 0.004309918043368003 0.0077530271327123056 0.0043613475482082997 0.0035958568716456217 0.0032397488512651766
leaf_weight=23 27 616 20 31 28 89 30 46 20 109 20 21 82 21 259 27 27 27 21 282 29 21 54 33 20 85 30 716 27 280
leaf_count=23 27 616 20 31 28 89 30 46 20 109 20 21 82 21 259 27 27 27 21 282 29 21 54 33 20 85 30 716 27 280
internal_value=0 0.00404866 0.00317902 0.00331542 0.00347107 0.00330536 0.00295389 0.00153971 0.00187043 0.000896548 0.000394972 0.00314397 0.00390512 0.00102464 0.00321557 0.00298672 0.00273707 0.00302557 0.00503064 0.00427946 0.00440191 0.00414705 0.0042129 0.00404435 0.00145919 0.0055528 0.00490098 0.0041643 0.00612751 0.00404604
internal_weight=0 2775 582 562 539 511 422 346 300 170 150 130 103 130 391 361 334 307 48 2193 1911 1265 1244 1105 49 139 646 1056 60 996
internal_count=3121 2775 582 562 539 511 422 346 300 170 150 130 103 130 391 361 334 307 48 2193 1911 1265 1244 1105 49 139 646 1056 60 996
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=31
num_cat=0
split_feature=1 2 11 2 16 3 3 52 484 2 41 15 16 484 2 149 10 131 2 42 13 12 49 13 16 13 1456 16 160 0
split_gain=0.1576 0.0490766 0.0335282 0.0319734 0.0273121 0.0566258 0.0826032 0.0394111 0.029766 0.0285872 0.0259499 0.0242589 0.0297979 0.0241081 0.0240048 0.0221524 0.0225687 0.035316 0.0445527 0.0255787 0.0300261 0.0244405 0.0240494 0.022096 0.0309051 0.0177783 0.0174549 0.0234544 0.0225391 0.026547
threshold=0.12000500000000001 0.10045500000000002 0.079915000000000014 -0.0091949999999999983 0.40020000000000006 -0.10217499999999997 -0.14477499999999996 0.039215000000000007 0.08764000000000001 0.11548000000000001 0.083975000000000008 -0.07490999999999999 0.51222500000000004 -0.011854999999999999 0.10252500000000002 0.081720000000000015 1.0000000180025095e-35 0.096070000000000016 0.31358000000000003 -0.018024999999999996 -0.004174999999999999 -0.10022999999999999 0.13087000000000001 -0.08971999999999998 -0.080509999999999984 -0.013304999999999999 0.056265000000000009 -0.54656499999999986 -0.089974999999999986 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 8 14 -3 25 -6 -13 -2 -7 16 17 18 19 -15 21 -21 -22 -9 -25 -4 27 -5 -28 -30
right_child=13 4 10 26 11 7 -8 23 -10 -11 -12 12 -14 15 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.0019040875069399857 0.0043941550480667505 0.0043633571774181401 0.0093281759680914032 0.007111699945692506 0.0070093011761934547 0.0051054916322408692 -0.0054706347349565481 0.0017138571925311081 0.0058072777065847608 -2.4201220719877519e-05 0.002829253999516368 0.00086395222637237936 0.0042539804944049858 -0.0018368469345053503 0.0015632660731370021 0.0043233133805915718 -0.0013556205428754673 0.0039956783799705315 -0.003538895929655568 0.0035580464024096733 0.0056526343458764526 3.2030709300433163e-05 0.0011758948011057718 0.0063469301405993678 0.0034034831649738147 0.0056669887190865771 0.0065800572745501997 0.0037495536943769796 0.0027616615728594997 0.0056605355151123924
leaf_weight=85 24 27 21 21 23 21 20 31 21 33 20 33 121 24 215 20 39 39 22 25 28 92 21 62 84 36 52 1734 68 59
leaf_count=85 24 27 21 21 23 21 20 31 21 33 20 33 121 24 215 20 39 39 22 25 28 92 21 62 84 36 52 1734 68 59
internal_value=0 0.00363947 0.00388041 0.0038023 0.00290862 0.00253969 9.49914e-05 0.00299033 0.0021995 0.0019502 0.00592842 0.00397998 0.00352755 0.00134076 0.00187846 0.00110437 0.000882372 0.00123011 0.000721347 0.00121464 0.00165582 0.000785453 0.00373403 0.0041386 0.00465344 0.00701585 0.00388573 0.00378978 0.00482641 0.00410838
internal_weight=0 2787 2096 2019 691 514 80 434 257 60 77 177 154 334 236 310 290 251 212 190 166 117 49 177 146 57 1934 1755 179 127
internal_count=3121 2787 2096 2019 691 514 80 434 257 60 77 177 154 334 236 310 290 251 212 190 166 117 49 177 146 57 1934 1755 179 127
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 4 2 50 1 52 1 40 52 15 0 4 47 1 12 1 133 1 49
split_gain=15.8011 2.74967 1.40091 1.1321 0.916922 0.866034 0.58388 0.53892 0.458987 0.456044 0.376928 0.326657 0.286183 0.219164 0.154078 0.151924 0.147012 0.146822 0.140601 0.132206 0.12622 0.113713 0.12358 0.174159 0.414789 0.130038 0.100998 0.139246 0.0949758 0.0923207
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.15464999999999998 0.11704500000000001 0.041865000000000006 0.090540000000000023 -0.56176499999999996 0.13436000000000001 -0.077474999999999988 -0.16675999999999999 -0.089964999999999976 0.18019500000000002 -0.013514999999999998 0.08265500000000002 0.083345000000000016 0.095780000000000018 0.13075500000000004 -1.0000000180025095e-35 0.14699000000000004 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 9 18 -9 11 -4 15 -10 -2 20 -1 -13 -14 -3 -11 28 22 -18 24 25 -24 27 -5 -6 -12
right_child=1 4 10 26 14 -7 -8 8 12 19 29 16 17 -15 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079452802332128964 0.00072487063236430921 0.00032392338992197117 0.00068822449863799166 0.00032657655387612164 0.00026064814141421924 0.00050162147605803864 0.00046349190832937462 0.00058021466305226458 0.00059795696069212521 0.00077244336643785829 0.00050361728781543168 0.00084467985531343616 0.00037362373782747578 0.00050367838319610139 0.00030058828429243542 0.00074050062090432757 0.00075741638949748484 0.00021124205130207188 0.00017381231948992716 0.00095474605646608107 -7.8755693174832204e-06 0.00058352638255147369 0.00074281191266629422 0.00084252035225963913 0.00045209437886289521 0.00066173694174812264 0.00030021786391491593 0.0005225936448733996 9.7474622727496151e-05 0.00035332659758578717
leaf_weight=1092 124 47 34 22 24 48 24 54 20 20 33 45 149 20 23 245 401 25 49 65 22 20 214 34 25 118 24 38 32 30
leaf_count=1092 124 47 34 22 24 48 24 54 20 20 33 45 149 20 23 245 401 25 49 65 22 20 214 34 25 118 24 38 32 30
internal_value=0 0.000413527 0.000752768 0.000588623 0.000323816 0.000762295 0.000767728 0.000372043 0.00042033 0.000770932 0.000521843 0.000765473 0.000375825 0.000694149 0.000159555 0.000784628 0.000735589 0.000350293 0.000247304 0.000911851 0.000117968 0.000729543 0.000733231 0.000708426 0.000695656 0.000713996 0.00040772 0.000450721 0.000167406 0.00043205
internal_weight=0 673 2448 228 445 2351 2303 344 248 2279 97 2194 194 144 101 1337 857 174 96 85 78 812 792 391 357 332 84 60 56 63
internal_count=3121 673 2448 228 445 2351 2303 344 248 2279 97 2194 194 144 101 1337 857 174 96 85 78 812 792 391 357 332 84 60 56 63
is_linear=0
shrinkage=0.00196078


Tree=7416
num_leaves=31
num_cat=0
split_feature=1 4 105 3 15 1 0 1456 48 160 12 132 51 2 2 12 13 14 40 48 15 3 150 147 39 1451 3 3 43 1212
split_gain=0.172331 0.0630826 0.0428305 0.0615985 0.0517332 0.0468669 0.0309238 0.0295533 0.0313372 0.0298862 0.0291995 0.0466207 0.0222642 0.0222173 0.0381519 0.0412475 0.0335416 0.0246175 0.023236 0.021713 0.031258 0.0243266 0.020165 0.0263826 0.0206884 0.020061 0.0203374 0.0273953 0.0262493 0.0253257
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31534000000000006 -0.41396999999999995 0.13927000000000003 0.22582000000000002 -0.049894999999999995 0.15372000000000002 -0.24498999999999996 0.11650500000000001 -1.0000000180025095e-35 -0.047599999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.092465000000000006 -0.0062949999999999994 -0.47013499999999991 -0.077474999999999988 0.10184000000000001 -0.13578499999999996 -0.06977499999999999 0.10375000000000002 0.089810000000000015 0.098220000000000016 0.089825000000000002 0.10299500000000002 0.12745000000000004 0.016310000000000002 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 12 3 7 -5 -6 19 -3 9 -9 11 -11 -2 16 15 -15 18 -16 -13 20 -1 -21 24 -24 -19 26 28 -28 -22 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 13 -14 14 17 -17 -18 22 -20 21 25 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0058991705906890962 0.0035982420050498587 0.0053261696589821626 0.0063500878349176757 0.0020056065445209644 2.4606364207680929e-05 -0.0066639316547662019 0.00011686797253787519 0.0055764608494937419 -0.0017375155219009947 -0.0028103840099772373 0.0043600645678935155 0.0032435210908237748 0.0070330030866898596 0.0078632662169579627 0.0051959058735519649 0.0028334229987844344 -0.0029061661761564514 0.001496917839070496 -0.00057274185603967424 0.0035197794773985688 0.0042227543608491314 2.4303483167806499e-05 0.0053357549900879507 0.00099193545110109788 -0.001425079383521474 0.0065391827556595672 -0.00072720852192668689 0.0040885788836964856 0.0027767466944866592 0.0048442294527837014
leaf_weight=96 46 29 22 36 22 20 20 25 21 21 49 39 32 23 20 56 21 180 27 85 1707 26 29 27 28 32 21 27 257 77
leaf_count=96 46 29 22 36 22 20 20 25 21 21 49 39 32 23 20 56 21 180 27 85 1707 26 29 27 28 32 21 27 257 77
internal_value=0 0.00231082 0.00200818 0.00186625 -0.000776096 -0.00316041 0.00403225 0.00221264 0.00205311 0.00219917 0.0020368 0.0017951 0.00500737 0.00201002 0.00235401 0.00429781 0.000574756 0.00181331 0.00168232 0.00406588 0.00413422 0.00270102 0.00155705 0.00324141 0.00110357 0.00405434 0.00401627 0.00198167 0.00406412 0.00325338
internal_weight=0 773 695 673 78 42 2348 595 566 545 520 471 78 450 363 79 87 284 66 2328 2217 111 264 56 208 2121 2089 48 2041 334
internal_count=3121 773 695 673 78 42 2348 595 566 545 520 471 78 450 363 79 87 284 66 2328 2217 111 264 56 208 2121 2089 48 2041 334
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=31
num_cat=0
split_feature=1 4 105 2 3 132 3 0 484 51 3 16 156 401 4 13 0 16 14 3 3 1 1373 1373 48 3 2 51 1 30
split_gain=0.139588 0.0510969 0.0346927 0.0549954 0.0543602 0.0252654 0.0273465 0.0250483 0.0203735 0.0259497 0.0234692 0.0189705 0.0403906 0.0369596 0.039565 0.0341842 0.0372495 0.0330677 0.0324201 0.0394692 0.0351753 0.0292398 0.0254963 0.0275409 0.0245902 0.0206772 0.0190267 0.018034 0.0187654 0.0173649
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.25063000000000007 -0.012939999999999998 -1.0000000180025095e-35 -0.03694999999999999 0.22582000000000002 -0.076559999999999975 0.10876000000000001 0.13524500000000003 0.042200000000000008 -0.031569999999999994 0.080710000000000018 -0.50052499999999989 -0.053889999999999993 -0.079829999999999998 0.38525000000000004 0.062655000000000016 -0.14989499999999997 0.090900000000000009 0.082005000000000008 0.086880000000000013 0.075690000000000021 0.016865000000000002 -0.081814999999999985 0.11474000000000002 -0.047599999999999996 0.10658000000000002 0.097280000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 27 3 5 -5 -3 -7 11 -8 29 -11 18 25 14 -14 -16 -17 -18 19 -1 22 -20 23 -21 -22 -13 -19 28 -2 -10
right_child=1 2 -4 4 -6 6 8 -9 9 10 -12 12 13 -15 15 16 17 26 21 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00059619440941051361 0.0050098661637793373 -0.00065658744553931891 0.0057150788996791976 0.001693294403759699 -0.0054197218341176358 0.0030028834923744672 -0.0014519912980696453 0.00010518132708966732 0.0016320739226916648 0.0062373591351586035 0.0015534980432130396 0.0072192438048659831 0.0052071221524784056 -0.0011850767110919824 0.0032901977350365758 -0.0028168679418740794 -0.00034112324463326095 0.0054607674121283575 0.004294451426782568 0.0038404056109533633 -0.0013297066473486748 0.0083161845411864454 0.0004602250452576714 0.0074016718342053622 0.003041758311672076 0.003564926199615002 0.0017648004065267742 0.0063297026609689059 0.00093553488841280341 -0.0014099112385883928
leaf_weight=21 26 36 22 22 21 206 21 20 304 23 20 32 64 23 191 20 38 26 48 1679 22 29 22 22 31 30 30 32 20 20
leaf_count=21 26 36 22 22 21 206 21 20 304 23 20 32 64 23 191 20 38 26 48 1679 22 29 22 22 31 30 30 32 20 20
internal_value=0 0.00207973 0.00180736 0.00167962 -0.0017805 0.00191579 0.00207169 0.00362902 0.00157729 0.00175063 0.00405882 0.0036593 0.00307933 0.00270421 0.00294663 0.0024723 0.00110196 0.00193576 0.0037998 0.0037137 0.00376466 0.00580913 0.00384272 0.00388647 0.00122719 0.00545103 0.00348079 0.00450664 0.00323842 0.0014443
internal_weight=0 773 695 673 43 630 594 2348 388 367 43 2328 454 392 369 305 114 94 1874 1797 1776 77 1723 1701 53 62 56 78 46 324
internal_count=3121 773 695 673 43 630 594 2348 388 367 43 2328 454 392 369 305 114 94 1874 1797 1776 77 1723 1701 53 62 56 78 46 324
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=31
num_cat=0
split_feature=1 123 44 48 4 2 159 1204 49 129 133 160 13 13 42 3 151 160 16 4 3 52 51 16 15 4 133 42 130 1429
split_gain=0.116613 0.0400049 0.0377527 0.0283554 0.0263744 0.0219834 0.0439978 0.0396437 0.0285807 0.0280244 0.0257679 0.0409505 0.032144 0.0310858 0.0283203 0.0278799 0.0252319 0.0238618 0.0353566 0.0372492 0.0283386 0.0248082 0.024645 0.027449 0.0243594 0.021177 0.0302525 0.0207605 0.0384818 0.0207254
threshold=0.12000500000000001 0.08128500000000001 0.081805000000000017 0.13765500000000006 0.27287000000000006 0.088850000000000012 0.14765500000000001 -0.079429999999999987 -0.097394999999999995 -0.047864999999999991 0.017095000000000003 0.10493500000000001 -0.083364999999999981 -0.17933499999999997 0.084145000000000011 -0.081574999999999995 0.086470000000000005 -1.0000000180025095e-35 -0.094359999999999986 -0.35136499999999998 -0.10831999999999999 0.008405000000000001 0.10501000000000001 0.40020000000000006 0.093575000000000019 -0.068329999999999988 -0.059434999999999995 -0.079539999999999986 0.098730000000000026 -0.087914999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 8 7 -7 -1 -10 13 12 14 -9 -12 -16 17 18 -15 -20 -21 22 23 24 -19 26 -23 28 -14 -11
right_child=-2 4 -4 -5 -6 6 -8 10 9 29 11 -13 27 16 15 -17 -18 21 19 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0063511697479578513 0.0011550473965639787 0.0022403363632530764 0.0068145822219807528 -0.00047327456552357901 -0.0009644732606830076 -0.00070797061292274342 0.0074385796540549819 6.4184129405475695e-05 0.0061680814186628498 0.0058949081782972623 0.008528378761944953 0.0005743994404011491 0.0031940808602874838 0.0044581056035692913 0.0025388521565075377 0.0063694710414366508 -0.00070113948576839733 0.0022813249143904877 0.0044509731577304394 -0.0032748568592415681 0.00092057105967019133 0.0081115356068415887 0.0059321515869511215 0.0037768092812494498 -0.00089542888869930586 0.0032100495418678197 0.0031277811908650963 0.0029249801816869717 0.0084368881514473339 0.0032781521730864491
leaf_weight=34 334 130 29 21 32 31 21 48 36 31 22 44 42 36 38 38 21 175 23 21 69 29 23 115 28 58 21 269 21 1281
leaf_count=34 334 130 29 21 32 31 21 48 36 31 22 44 42 36 38 38 21 175 23 21 69 29 23 115 28 58 21 269 21 1281
internal_value=0 0.00313238 0.0032265 0.00318641 0.00160729 0.00321626 0.00290178 0.00282049 0.00348773 0.00341551 0.00291636 0.00348008 0.00377741 0.00251574 0.00536878 0.00445416 0.00270585 0.00282549 0.00172894 0.000859467 -5.83621e-05 0.00318938 0.00277106 0.00254243 0.00184315 0.00451019 0.00601836 0.00330767 0.00494168 0.00333998
internal_weight=0 2787 2625 2596 162 2575 1193 1172 1382 1348 1141 474 430 667 98 76 619 598 149 113 90 449 341 318 203 108 50 332 63 1312
internal_count=3121 2787 2625 2596 162 2575 1193 1172 1382 1348 1141 474 430 667 98 76 619 598 149 113 90 449 341 318 203 108 50 332 63 1312
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 47 14 0 13 160 2 16 1 40 12 1447 48 159 1 0 4 1 49 0 48 13
split_gain=7.10363 1.1814 0.753451 0.627938 0.496407 0.381388 0.264741 0.262124 0.169995 0.16266 0.15797 0.12123 0.109165 0.151218 0.096224 0.0870831 0.0849652 0.0837858 0.0819294 0.0734876 0.0730215 0.069663 0.0756018 0.0732176 0.0714368 0.147546 0.0674954 0.0645169 0.0643111 0.068693
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.089885000000000007 0.077845000000000011 0.13148500000000005 0.076975000000000002 -0.23091999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090999999999999984 -0.42170999999999997 0.16175000000000003 -0.064864999999999992 -0.10022999999999999 -0.082869999999999985 0.083685000000000009 0.082585000000000006 0.085110000000000005 -0.070154999999999981 -0.013514999999999998 0.083345000000000016 -0.017229999999999999 -0.22491999999999998 0.08955500000000001 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 26 10 -5 16 14 -9 17 -14 -1 27 28 -3 -19 -13 -10 24 23 -23 -21 -26 -6 -15 29 -4
right_child=1 2 9 8 6 -7 -8 11 20 -11 -12 19 13 15 -16 -17 -18 18 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00042097649865728966 0.00053888429071604282 0.00029456651085484796 0.00016080889981029523 0.00050559785498791379 0.00038716947805939939 0.00036694257169371481 0.00029439870860455011 0.0003825712875992644 0.00023702684047272781 0.00033734578745412254 0.00066135704830047961 0.0006031496424739268 0.0004294184025980617 0.00027602060781289624 0.00055800616694830305 0.00020184238825604291 4.9497830473865902e-05 0.00031185677469848028 0.00018023396866682163 0.00052633144705918709 0.0003720327341615664 0.00056709829025687066 0.00066951242878156552 0.00044972273638132435 0.00049942857366440092 0.00034192527918254625 0.00051696930044674901 0.00041798463639091044 8.5532517810186446e-05 0.0002738357020984073
leaf_weight=20 76 91 72 28 20 48 40 25 24 20 57 40 38 32 1323 33 27 24 75 398 43 84 20 27 268 25 67 20 27 29
leaf_count=20 76 91 72 28 20 48 40 25 24 20 57 40 38 32 1323 33 27 24 75 398 43 84 20 27 268 25 67 20 27 29
internal_value=0 0.000308252 0.000279752 0.000533559 0.000323034 0.000539917 0.000426427 0.000543548 0.000377293 0.000170927 0.000560256 0.000517175 0.000281082 0.000326594 0.000555966 0.000280625 0.000149454 0.000251619 0.000212143 0.000521079 0.000323672 0.000517085 0.000558542 0.000538547 0.000509226 0.00048599 0.00048713 0.000330622 0.000170538 0.000193262
internal_weight=0 691 615 2430 440 2335 127 2287 95 175 1400 887 313 123 1343 85 155 190 99 862 67 822 131 111 691 293 87 52 128 101
internal_count=3121 691 615 2430 440 2335 127 2287 95 175 1400 887 313 123 1343 85 155 190 99 862 67 822 131 111 691 293 87 52 128 101
is_linear=0
shrinkage=0.00196078


Tree=7420
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 14 1 2 4 2 4 1 12 52 51 2 160 4 1 43 0 49 1420 51 4 12 16
split_gain=12.2003 1.98209 1.26683 1.09801 0.642042 0.599509 0.491606 0.429055 0.393837 0.382233 0.28428 0.282646 0.249363 0.198633 0.190017 0.148348 0.133713 0.110667 0.103877 0.156166 0.0989518 0.136856 0.122458 0.104102 0.0985455 0.0977771 0.123157 0.0878276 0.0863749 0.0811832
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13247500000000004 0.088105000000000003 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.091265000000000013 0.40473500000000007 0.14753000000000002 0.42051500000000003 0.087135000000000004 0.08401500000000002 -0.024714999999999997 -0.079189999999999983 0.11510000000000002 -1.0000000180025095e-35 -0.013514999999999998 0.086920000000000011 0.05259500000000001 0.14486500000000005 -0.053364999999999996 -0.080064999999999983 0.11144500000000002 -0.0070899999999999991 0.095780000000000018 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 16 8 12 10 -5 14 27 13 -4 25 -16 17 -3 19 -18 22 28 23 -12 -11 -1 -27 -7 -22 -6
right_child=1 2 7 9 29 11 -8 -9 -10 24 20 -13 -14 -15 15 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00082370754467005149 0.00067166243828794658 0.00018593057335990209 0.00035072934094592572 0.00061728160627972024 0.00038230927551493926 0.0007057965386147592 0.00038977292679256883 0.00043424941761252361 0.0008160465787383132 0.00043765099944192195 0.00069688496875694428 0.00038699968737360271 0.00012359352838116564 0.00020289117092062671 0.00057111127757992195 0.0006752629654282928 0.00060333019012913987 0.00034177455209396059 0.00034618890950428871 0.00039360791570483631 0.00066142777061103399 0.00048321324543041338 0.00060793187844903533 0.00055062483484838518 0.00027561950806417412 0.00071029920764651496 0.00059023835925082428 0.00055984378731832834 0.00059425034872471224 0.00053880097790091636
leaf_weight=28 76 22 54 37 26 23 22 37 84 31 290 33 87 99 62 346 20 86 60 43 181 25 98 20 27 970 34 51 124 25
leaf_count=28 76 22 54 37 26 23 22 37 84 31 290 33 87 99 62 346 20 86 60 43 181 25 98 20 27 970 34 51 124 25
internal_value=0 0.00037293 0.000336013 0.0006682 0.000676607 0.000416575 0.000681466 0.000237709 0.000684302 0.000461561 0.000679221 0.00053791 0.000207409 0.000255069 0.000695258 0.000659436 0.000360373 0.000310029 0.000404578 0.000460186 0.00064793 0.000622684 0.000668349 0.000687449 0.000362223 0.000709421 0.000706233 0.000605207 0.000634116 0.000459021
internal_weight=0 691 615 2430 2335 338 2284 277 2262 95 2178 107 240 153 1440 408 231 108 123 63 738 330 408 310 58 1032 1004 74 305 51
internal_count=3121 691 615 2430 2335 338 2284 277 2262 95 2178 107 240 153 1440 408 231 108 123 63 738 330 408 310 58 1032 1004 74 305 51
is_linear=0
shrinkage=0.00196078


Tree=7421
num_leaves=31
num_cat=0
split_feature=1 4 3 48 2 9 43 2 14 43 484 456 15 43 3 0 132 3 15 41 133 15 3 3 42 159 16 42 49 3
split_gain=0.158053 0.0498003 0.0385283 0.0339656 0.0285406 0.0511993 0.0249374 0.0241239 0.0235667 0.0265947 0.0219867 0.0281048 0.0274785 0.0369555 0.0340854 0.0217966 0.0213109 0.0293828 0.0207164 0.038533 0.0274065 0.0379279 0.0395735 0.0418158 0.0539832 0.0373548 0.0366661 0.0528617 0.0269261 0.0372787
threshold=0.10124500000000002 -0.39518999999999993 0.31370500000000007 -0.086869999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079109999999999986 0.14285500000000004 -0.47013499999999991 0.0041500000000000009 0.094140000000000015 0.091255000000000017 -0.026084999999999994 -0.00045499999999999995 0.13524500000000003 -0.26343999999999995 0.10613500000000002 0.42240500000000009 0.040760000000000005 0.07677500000000001 0.081415000000000015 -0.10469999999999999 0.10299500000000002 -0.091354999999999978 0.085465000000000013 0.083870000000000014 0.064860000000000015 -0.093284999999999993 0.10969000000000002 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 6 -5 18 -6 10 11 12 13 -10 15 -15 17 -4 20 -20 21 -1 23 24 26 -25 27 -23 -22 -30
right_child=1 2 16 4 8 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 28 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0046608082743516297 0.0046515864639495239 0.006243767681908572 0.0005602105751340451 0.001969822150215717 0.0046927497341212911 0.0036970383068661732 -0.0024932790364670969 0.0014379003574737372 0.00092603660561088391 -0.0016329817507149921 0.004311944055640466 -0.0020226154982874111 -0.00069376983958092042 0.0027675668895244601 0.0010475371936175587 0.0070018868330084987 0.002648227006340256 -0.0038480884317929546 0.0041529307914735126 0.0074367939865820718 0.0045523460877498739 0.0041302492230066235 -0.00078510683628597432 0.003168011342012693 -0.0019224578903407692 0.0057682456960380362 0.0050633909367095893 -0.0012562464297700086 0.0058885716249978248 0.0014274118533323227
leaf_weight=152 78 21 54 31 22 196 21 39 104 28 27 23 41 20 29 31 26 21 1043 37 427 35 28 315 33 67 41 38 26 67
leaf_count=152 78 21 54 31 22 196 21 39 104 28 27 23 41 20 29 31 26 21 1043 37 427 35 28 315 33 67 41 38 26 67
internal_value=0 0.00225567 0.00198678 0.0022938 0.00214903 0.00295696 0.000167416 0.00390425 0.00153253 0.00130307 0.00160201 0.00130698 0.00164734 0.002169 0.00378486 0.00534137 0.000181143 -0.000674113 0.0039459 0.00426543 0.00366512 0.0032607 0.00287862 0.00307254 0.00163931 0.00362407 0.00267035 0.00132632 0.00421652 0.00267462
internal_weight=0 773 695 594 573 248 52 2348 325 303 275 248 225 184 80 51 101 75 2309 1080 1229 709 557 529 147 382 114 73 520 93
internal_count=3121 773 695 594 573 248 52 2348 325 303 275 248 225 184 80 51 101 75 2309 1080 1229 709 557 529 147 382 114 73 520 93
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=31
num_cat=0
split_feature=4 2 52 159 106 14 15 0 15 14 1209 16 12 3 0 3 16 49 0 0 15 4 16 15 479 456 12 4 456 457
split_gain=0.130982 0.04334 0.033376 0.0306234 0.0299884 0.0295837 0.0286278 0.0364361 0.0876358 0.0441073 0.028223 0.0247864 0.0247314 0.0261191 0.0302393 0.0211771 0.026188 0.0300751 0.0320859 0.0311395 0.0276171 0.0224875 0.0216758 0.0210963 0.0208891 0.022481 0.0267267 0.0295327 0.0242691 0.0242626
threshold=0.26790000000000008 0.14285500000000004 0.039215000000000007 0.10620500000000001 0.085655000000000009 -0.24175999999999997 0.013270000000000002 -0.10474999999999998 -0.015039999999999998 0.08104500000000002 0.091045000000000001 -0.18708499999999997 0.082095000000000015 -0.15447499999999995 -0.10096999999999999 -0.13309499999999996 -0.54656499999999986 -0.0072499999999999986 -0.10607499999999999 -0.15931499999999996 -0.41942499999999994 0.50194500000000009 -0.53943499999999989 -0.079929999999999987 0.088785000000000017 0.08733500000000001 0.084225000000000008 -0.021294999999999998 0.041000000000000002 -0.09139499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 -4 5 -1 7 8 9 -7 11 -9 -8 -14 -15 21 -17 -18 19 -19 -20 22 -2 -3 25 28 -27 -28 29 -13
right_child=2 23 3 -5 -6 6 12 10 -10 -11 -12 24 13 14 -16 16 17 18 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0071479739621281629 0.0029406340896255441 0.0035488528979907711 0.0040436676297534568 0.00033357631718899938 0.00041646425052022096 0.0023430028937908181 0.0054212632710894486 0.0065216792532457758 -0.0028106147256039549 0.0072672336833784351 -6.866110637455005e-05 0.0065313057901221329 0.0063128843374953073 0.0010128651431566755 0.0037226369958170274 0.0033302610162645584 -0.0030132092708178484 -0.00013920268840872897 0.00066546597701807491 0.0046267684227947531 -0.0028915195266849231 0.0049661194768056954 -0.0014028603443875911 0.00019981400279404273 0.00065073643431619364 0.0070427448728070082 0.0071155657991766935 0.0026963257279637599 0.00023575172579148786 0.003312276174026465
leaf_weight=22 27 27 73 32 32 201 91 26 32 20 23 24 37 43 974 25 30 26 58 29 35 22 20 62 27 36 20 62 25 960
leaf_count=22 27 27 73 32 32 201 91 26 32 20 23 24 37 43 974 25 30 26 58 29 35 22 20 62 27 36 20 62 25 960
internal_value=0 0.00338646 0.00139859 0.00291297 0.00345923 0.00349635 0.00346546 0.00317126 0.00208043 0.00278863 0.00340067 0.00346829 0.00383957 0.00370302 0.00360806 0.000813991 0.000299562 -0.000126098 0.000459127 0.00237376 -0.000673184 0.00232746 0.00109234 0.00121581 0.0033995 0.00346535 0.00477138 0.00377419 0.00331262 0.00339079
internal_weight=0 2744 377 105 2655 2623 2601 1456 253 221 1203 1180 1145 1054 1017 272 203 178 148 55 93 69 47 89 1154 1127 118 82 1009 984
internal_count=3121 2744 377 105 2655 2623 2601 1456 253 221 1203 1180 1145 1054 1017 272 203 178 148 55 93 69 47 89 1154 1127 118 82 1009 984
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 150 15 3 4 49 3 1 4 1 15 16 12 3 40 1 0 4 47 1
split_gain=13.801 2.30212 1.21033 0.975675 0.827597 0.772841 0.532861 0.479508 0.386156 0.381556 0.353429 0.288206 0.239718 0.297764 0.213578 0.208385 0.196369 0.195437 0.171022 0.153164 0.140865 0.196412 0.137598 0.134069 0.130961 0.119473 0.101881 0.107281 0.0998272 0.099169
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099515000000000006 0.14285500000000004 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.077845000000000011 0.14960000000000004 1.0000000180025095e-35 0.024640000000000006 -0.12018999999999998 -0.15289999999999995 -0.054984999999999992 0.086245000000000016 0.080270000000000022 -0.031404999999999995 0.16175000000000003 0.087685000000000013 -0.008904999999999998 0.086505000000000012 -0.13927999999999999 -0.077474999999999988 0.12408500000000001 -0.026509999999999995 0.022185000000000003 0.091680000000000011 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 7 12 24 -9 -4 11 23 13 17 -10 -2 22 -1 -18 -7 21 -14 -15 -6 -3 -16 27 -25 -17 -5
right_child=1 5 9 29 10 19 -8 8 14 -11 -12 -13 20 16 25 28 18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00067882708545532956 0.00047578462554365776 0.00031067689503459545 0.00068413960572634761 0.00042357237697609399 0.00075119346672413399 0.00020004180944798624 0.00089353900498896069 0.00054668712246413672 0.00054940402653871803 0.0004127512397215461 0.00041777147949416176 0.00046078404163842605 0.00076546482400677437 0.00075231285355326885 0.00036583080680035616 0.00073432975049866369 0.00072661376299978301 0.00046201425922694651 0.00054637836105969368 1.4073354732088681e-05 0.00072825276522727714 0.00094884372395432845 0.00069818349097628307 0.00069756633706750731 0.00016580341344357518 0.00024458068004704097 0.00055708123690342414 0.00062366661798282002 0.00062165540411211631 0.00027443852954318903
leaf_weight=33 23 47 28 60 61 90 76 54 20 69 26 28 349 334 122 62 35 31 48 21 570 24 393 164 49 42 39 140 59 24
leaf_count=33 23 47 28 60 61 90 76 54 20 69 26 28 349 334 122 62 35 31 48 21 570 24 393 164 49 42 39 140 59 24
internal_value=0 0.00038869 0.000705733 0.000548904 0.000714589 0.000306603 0.000732685 0.00035371 0.000400895 0.00049109 0.000639797 0.00065316 0.000725957 0.000702563 0.000358108 0.000646869 0.000712736 0.000573808 0.000622381 0.000164859 0.000747639 0.000777264 0.000723052 0.000666493 0.000236731 0.000334779 0.00065143 0.000663534 0.000679389 0.000380963
internal_weight=0 673 2448 228 2351 445 1893 334 238 97 458 432 1817 874 184 144 810 64 83 111 943 373 727 404 96 164 343 304 121 84
internal_count=3121 673 2448 228 2351 445 1893 334 238 97 458 432 1817 874 184 144 810 64 83 111 943 373 727 404 96 164 343 304 121 84
is_linear=0
shrinkage=0.00196078


Tree=7424
num_leaves=31
num_cat=0
split_feature=1 4 3 48 47 50 403 47 133 16 52 3 0 48 3 44 0 16 15 39 147 15 150 133 14 0 51 1 1451 15
split_gain=0.149077 0.0458363 0.0349188 0.0289818 0.0262443 0.0322847 0.027068 0.0251755 0.0256702 0.0226886 0.0377747 0.0477306 0.0220951 0.0189404 0.0237122 0.02173 0.0184328 0.0333819 0.0283499 0.0170417 0.0172696 0.0167169 0.0165971 0.0180878 0.0160774 0.0151427 0.0146649 0.0160729 0.0144808 0.0231626
threshold=0.10124500000000002 -0.39518999999999993 0.31370500000000007 -0.086869999999999989 0.080455000000000013 0.10616500000000001 -0.0059799999999999992 0.14029000000000003 0.0068000000000000014 -0.42170999999999997 -0.054584999999999995 -0.010424999999999999 0.22582000000000002 0.10168500000000001 -0.06977499999999999 1.0000000180025095e-35 -0.10474999999999998 -0.25582999999999995 -0.40580499999999992 -0.04725999999999999 0.089365000000000014 -0.13578499999999996 0.10389500000000002 0.087435000000000013 -0.46413499999999996 -0.083554999999999977 -0.047599999999999996 0.10658000000000002 0.089825000000000002 0.15110000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 26 3 -3 5 6 -5 8 -6 -8 22 -12 13 15 -15 19 17 -4 -18 -1 21 -21 23 24 -11 -22 27 -2 29 -23
right_child=1 2 16 4 7 -7 9 -9 -10 10 11 -13 -14 14 -16 -17 18 -19 -20 20 25 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012136531602591277 0.0049396734111584149 0.0058282911079004414 -0.0004930523625161085 -0.0021636297013000808 0.0041569118837698274 0.0045880753000153967 0.0026646610851395625 4.6938254672568295e-05 0.00085206837383307646 0.0044943425493935742 0.0012048701096015672 -0.0044179756377931111 0.00043676631379639729 0.0033212267616081273 -7.1090218369607578e-05 0.0071208070963621143 0.0012871951286104464 0.0045238065220127325 -0.0037947376177686711 0.005400280477562254 -0.00014997180289356038 0.0038355157407561251 0.0043708889734088664 -0.00057776757247564911 0.001404460327946307 0.0035417038872838022 0.0060878469150338795 0.0011689539719372988 0.0059394382173195487 0.00093922229799708087
leaf_weight=25 26 21 36 21 124 33 117 24 29 21 36 26 20 87 27 20 21 21 23 70 20 1994 21 36 85 25 32 20 32 28
leaf_count=25 26 21 36 21 124 33 117 24 29 21 36 26 20 87 27 20 21 21 23 70 20 1994 21 36 85 25 32 20 32 28
internal_value=0 0.00214528 0.00188731 0.0021796 0.00204588 0.00159342 0.00132117 0.00305816 0.0035305 0.00153515 0.00094781 -0.0011531 0.00374636 0.0037748 0.00251778 0.00383952 0.000168338 0.00135526 -0.00136927 0.00380961 0.00383953 0.0038806 0.00174693 0.00135888 0.00201661 0.00190096 0.00444387 0.00330023 0.00382881 0.00379541
internal_weight=0 773 695 594 573 396 363 177 153 342 225 62 2348 2328 114 2214 101 57 44 2194 2169 2124 163 142 106 45 78 46 2054 2022
internal_count=3121 773 695 594 573 396 363 177 153 342 225 62 2348 2328 114 2214 101 57 44 2194 2169 2124 163 142 106 45 78 46 2054 2022
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 14 4 2 1 50 49 2 4 1 47 2 52 159 457 150 15 4 15 159 43 47 14
split_gain=15.6818 2.49406 1.27518 1.17296 0.96612 0.741058 0.677483 0.50662 0.503478 0.445496 0.380122 0.336949 0.24162 0.236063 0.212137 0.179239 0.167188 0.159651 0.145262 0.142206 0.123087 0.172602 0.113403 0.112557 0.110809 0.0982024 0.120687 0.106045 0.114987 0.0941113
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.062655000000000016 -0.35136499999999998 0.089885000000000007 0.12337000000000002 0.041865000000000006 -0.054984999999999992 0.094835000000000017 0.40945500000000007 0.086920000000000011 0.10589000000000001 0.31358000000000003 -0.56176499999999996 0.082585000000000006 0.080930000000000016 0.082565000000000013 -0.059484999999999989 0.0067750000000000006 0.040760000000000005 -0.41538999999999998 -0.078139999999999973 1.0000000180025095e-35 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 9 6 8 14 10 -3 16 17 18 -2 -1 -13 -4 29 -6 -12 21 25 -5 -16 -18 26 -21 -28 -29 -11
right_child=1 4 5 22 12 -7 -8 -9 -10 11 19 15 -14 -15 23 -17 24 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00084048114256261874 0.00052099556303004805 0.00061917533458297127 0.00081485211131617353 0.00037165161580420458 0.00018004945951126522 0.000402310499190992 0.00051825648607023824 0.00046317062733429443 0.00093287943356585082 0.00051043117180084579 0.00085653680755947478 0.00039825598063790587 0.00035058157697148489 0.0007330390931979473 0.00070308560733459862 0.00024779784006182274 0.00077722164543782713 0.00056045257827699022 -4.9395615682371104e-06 0.00082397025743628186 0.00080054304587557647 0.00058521511921890421 0.00054049300833367833 0.00051709542286693512 0.00066449383405004154 0.0007693450364142342 0.00074605838291404343 0.000659782268784563 0.00079298168420791624 0.00038160320963864753
leaf_weight=26 24 31 927 65 51 20 37 67 86 26 43 46 23 127 29 90 357 29 24 38 113 30 20 22 37 234 158 177 29 135
leaf_count=26 24 31 927 65 51 20 37 67 86 26 43 46 23 127 29 90 357 29 24 38 113 30 20 22 37 234 158 177 29 135
internal_value=0 0.000432057 0.000766816 0.000595623 0.000347218 0.00077809 0.000781406 0.000587851 0.000785775 0.000394557 0.000779871 0.000373197 0.000174769 0.000699337 0.000696339 0.000298688 0.000800471 0.00042653 0.000120853 0.000746766 0.000740707 0.000730554 0.000411379 0.000622855 0.000766636 0.00073741 0.000718821 0.000707844 0.000678534 0.000402408
internal_weight=0 691 2430 236 455 2286 2266 144 2229 357 2143 326 98 151 77 136 1321 190 75 822 779 666 85 51 394 636 402 364 206 161
internal_count=3121 691 2430 236 455 2286 2266 144 2229 357 2143 326 98 151 77 136 1321 190 75 822 779 666 85 51 394 636 402 364 206 161
is_linear=0
shrinkage=0.00196078


Tree=7426
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 47 0 1 4 0 4 1 156 0 1 48 14 3 50 394 16 131 52 48 43 4
split_gain=10.3206 1.76128 1.16059 0.862468 0.686437 0.528165 0.390501 0.356154 0.355334 0.270893 0.220711 0.216537 0.193077 0.18812 0.124495 0.127124 0.0996953 0.0961115 0.0920239 0.0904831 0.0897182 0.0857678 0.0772693 0.0753318 0.0732531 0.0714778 0.0688643 0.0973411 0.0673286 0.0659332
threshold=0.104035 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.062655000000000016 0.40473500000000007 0.0061450000000000003 0.13082500000000002 -0.11173999999999999 0.077845000000000011 0.27834500000000006 -0.079119999999999982 -0.17966999999999997 0.11669000000000002 -0.0071349999999999998 -0.15599999999999997 0.15022500000000003 0.093265000000000015 -1.0000000180025095e-35 0.42240500000000009 0.10917 -0.078674999999999981 -0.12029499999999999 0.09031500000000002 -0.024714999999999997 0.085700000000000012 -0.080324999999999994 -0.50262499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 14 6 8 -6 10 18 17 -5 20 22 -3 26 -15 -1 -4 23 -10 -20 -12 -18 -22 -2 27 -16 -13 -25
right_child=1 2 9 11 7 -7 -8 -9 12 -11 13 28 -14 16 15 -17 19 -19 21 -21 24 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0005708311754501795 0.00066427745593663969 0.00045302600550852092 0.00017603443116326269 0.00057506696986300604 0.00055186654570566417 0.00040026375821678904 0.00075601144171172938 0.00033019890893822587 0.00069976482404714201 0.00037770353307222282 0.00065528337250606342 0.00041028934192498327 0.00039000534946742035 0.00069962899112790467 0.00020613247817808313 0.00025395097255565918 0.00048880610249790485 0.00040899944602230075 0.00015164889612004494 0.00050405802179117503 0.00060291993694597951 -6.1345375866417071e-06 0.00060403144088574761 0.0006674332545251072 0.00054272258942491235 0.00053491299131921694 0.00037406227533139433 0.00034795092503015114 0.00027445699243495861 0.00060278294219986094
leaf_weight=43 52 22 96 28 87 41 84 41 21 21 1033 47 23 42 30 129 20 21 27 35 132 26 127 70 189 24 87 49 20 454
leaf_count=43 52 22 96 28 87 41 84 41 21 21 1033 47 23 42 30 129 20 21 27 35 132 26 127 70 189 24 87 49 20 454
internal_value=0 0.000341824 0.000307024 0.000613398 0.000359671 0.000620849 0.000624791 0.000480864 0.000619804 0.000169212 0.000630862 0.000430259 0.000563905 0.000634928 0.000310736 0.000300124 0.000607385 0.00051773 0.000139828 0.000600694 0.0005756 7.42457e-05 0.000649672 0.000606912 0.000567477 0.000623426 0.000336006 0.000294096 0.000369742 0.000611419
internal_weight=0 691 615 2430 445 2335 2294 128 2210 170 1845 95 365 1781 317 295 621 64 149 579 342 53 1160 544 321 76 166 79 67 524
internal_count=3121 691 615 2430 445 2335 2294 128 2210 170 1845 95 365 1781 317 295 621 64 149 579 342 53 1160 544 321 76 166 79 67 524
is_linear=0
shrinkage=0.00196078


Tree=7427
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 2 4 1 0 3 1 11 1 50 1 1 15 4 16 2 43 1 150 11
split_gain=29.4375 5.0282 2.72717 2.19113 1.61495 1.41449 1.08912 1.04347 0.800682 0.712513 0.612413 0.569576 0.557286 0.435727 0.416511 0.362978 0.358566 0.30868 0.308143 0.291712 0.225204 0.22513 0.19326 0.178494 0.175083 0.171557 0.167724 0.16463 0.159501 0.151242
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.089885000000000007 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.062655000000000016 0.077845000000000011 0.11704500000000001 -0.15464999999999998 0.085760000000000017 -0.18113999999999997 -0.10831999999999999 0.12000500000000001 1.0000000180025095e-35 0.13436000000000001 0.041865000000000006 0.089770000000000016 0.13075500000000004 -0.086254999999999984 0.0052350000000000009 -0.12029499999999999 1.0000000180025095e-35 -0.080324999999999994 0.15964000000000003 1.0000000180025095e-35 0.08776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 9 16 25 14 13 -4 -2 -9 -1 28 -15 -3 20 -14 22 23 -5 27 -16 -25 -8 -12 -6 -7 -19
right_child=1 4 10 21 19 8 7 12 -10 -11 26 -13 18 15 17 -17 -18 29 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011112924517573872 0.0010053711847561487 0.00052317370873257983 0.00096084151302232128 0.00062804363245262435 0.00032103889803445376 0.00094089399187969323 0.00092915859779501273 0.00082855604582028782 0.00075051173105249267 0.0013065496476316976 0.00067953730144250076 0.00065011351570194839 0.00052369929570728415 0.000790675790605273 0.0010366143569299376 0.0010490021256482419 0.00026752273054086268 0.0012096810187169455 0.00028900525112654648 0.00043921822424777937 0.00084982166200681445 0.00040386960608884692 2.1730805108068037e-05 0.0010317505915097322 0.0009240636700078061 0.00071371700303573583 0.00046514896493332056 0.00010125743188694412 0.0007073638426163193 0.0010357232313919691
leaf_weight=896 131 31 28 61 38 23 30 21 48 59 47 20 154 22 494 423 66 46 25 23 33 24 20 103 133 27 20 20 22 33
leaf_count=896 131 31 28 61 38 23 30 21 48 59 47 20 154 22 494 423 66 46 25 23 33 24 20 103 133 27 20 20 22 33
internal_value=0 0.00058432 0.00104297 0.000816565 0.000463859 0.00105622 0.000526256 0.000593072 0.00099717 0.00109566 0.000717314 0.000958317 0.000526372 0.00108638 0.00101052 0.00103623 0.000349226 0.00102034 0.000490921 0.000245161 0.00100826 0.000564747 0.000187939 0.00101542 0.000971063 0.000827107 0.000615541 0.000245252 0.000826724 0.00113702
internal_weight=0 691 2430 236 455 2335 354 257 935 1400 95 151 200 1341 887 445 97 842 179 101 763 85 78 730 236 57 67 58 45 79
internal_count=3121 691 2430 236 455 2335 354 257 935 1400 95 151 200 1341 887 445 97 842 179 101 763 85 78 730 236 57 67 58 45 79
is_linear=0
shrinkage=0.00196078


Tree=7428
num_leaves=31
num_cat=0
split_feature=1 3 132 1 45 12 12 2 0 42 43 150 3 133 150 150 3 3 133 13 39 16 160 2 2 13 160 1 133 16
split_gain=0.29525 0.0771987 0.0448835 0.0392442 0.0649235 0.0373793 0.0368901 0.0305287 0.0303095 0.0290956 0.028462 0.0261074 0.0272666 0.0225805 0.0411798 0.0340736 0.0337846 0.0821572 0.0285525 0.0497787 0.0283269 0.0219939 0.0212197 0.0207039 0.0536988 0.0226071 0.0206925 0.0204507 0.0354971 0.0742947
threshold=0.10124500000000002 -0.053259999999999995 -1.0000000180025095e-35 0.14262000000000002 0.10331000000000001 0.10589000000000003 0.11650500000000001 0.092120000000000021 1.0000000180025095e-35 0.11159000000000001 -0.073959999999999984 0.11156000000000001 -0.083654999999999993 0.017095000000000003 0.089910000000000018 0.083250000000000005 -0.14186499999999996 -0.10831999999999999 0.089405000000000012 0.016935000000000002 -0.020804999999999994 -0.40995499999999996 0.10493500000000001 -1.0000000180025095e-35 0.10252500000000002 -0.0093149999999999986 -0.0071899999999999993 0.076935000000000017 0.061605000000000007 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 9 10 -7 11 21 23 26 27 -13 14 16 18 -9 -18 19 -15 -19 -5 -20 25 -25 -3 -4 -1 -29 -30
right_child=1 3 5 8 -6 6 -8 13 -10 -11 -12 12 -14 15 -16 -17 17 20 22 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0059401863583495168 -5.7092753593765557e-05 0.00233690707699098 0.0063205525090355283 -0.00059604174658206522 0.0081712709551322316 0.001048708068426802 0.0055757963471114638 0.0068869189791493472 -0.0025712900115953136 -0.0011593738881250223 0.0066542684651794849 0.0010075448080897331 0.0058346064729531385 0.0084264535822772563 0.00029728574057420097 0.0090378047180517274 -0.0018640994205183928 0.00095279726316221068 0.0049141876687876351 0.0029830933053744957 0.0048412950231412092 0.002967521415611859 0.0017339692289090676 0.0068182177831391426 0.0025628242052115296 -0.0012860380224689531 0.0030855596057492597 0.0055889395771385594 -0.001463752926286796 0.004877047949381411
leaf_weight=960 21 61 30 29 21 45 30 54 24 21 100 25 22 56 24 24 21 20 239 24 296 43 23 34 232 24 58 443 23 94
leaf_count=960 21 61 30 29 21 45 30 54 24 21 100 25 22 56 24 24 21 20 239 24 296 43 23 34 232 24 58 443 23 94
internal_value=0 0.00308048 0.00439181 0.00231889 0.00276166 0.00474704 0.00285954 0.0053337 0.000506326 0.00245627 0.00550003 0.00558826 0.00326702 0.00482294 0.00431798 0.00539551 0.00456477 0.00419268 0.00513991 0.00679345 0.00459519 0.0015322 0.00463501 0.0026726 0.00310675 0.00131396 0.0041884 0.00566004 0.00517978 0.00363057
internal_weight=0 773 284 489 393 263 75 2348 96 372 188 1567 47 781 415 366 391 337 342 80 316 72 262 351 266 85 88 1520 560 117
internal_count=3121 773 284 489 393 263 75 2348 96 372 188 1567 47 781 415 366 391 337 342 80 316 72 262 351 266 85 88 1520 560 117
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 16 4 49 0 49 4 1 50 1 4 0 124 2 1 0 1 1 16 160
split_gain=26.7473 4.3526 2.21053 2.03947 1.37322 1.35282 1.02803 0.802576 0.760498 0.67206 0.652005 0.491106 0.424724 0.37868 0.377353 0.360659 0.278432 0.275652 0.260712 0.229874 0.224318 0.247234 0.221593 0.181535 0.167553 0.156525 0.156413 0.152875 0.140192 0.123893
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.077845000000000011 0.10613000000000002 -0.5315899999999999 -0.15289999999999995 -0.054984999999999992 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 0.083345000000000016 0.041865000000000006 0.13075500000000004 -0.013125 0.14486500000000005 -0.081214999999999982 0.089775000000000008 0.13288500000000003 -0.080689999999999984 0.12958500000000003 0.16175000000000003 -0.44310499999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 22 14 11 -4 26 -7 -12 -2 15 17 25 -1 27 -5 21 29 -3 -19 -14 -16 -8 -6 -22 -13
right_child=1 4 9 19 18 8 10 -9 -10 -11 12 20 24 -15 16 -17 -18 23 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075201008109728883 0.0004417641134416559 0.00018330129831489115 0.00071796018484176377 0.00035282079093888692 2.2131007947930208e-06 0.00040078215301036834 0.00059984747939146926 0.00099712935816340066 0.00042590677331988744 0.00035778299518168804 0.00054363268336244655 0.0007498407897489702 0.00026564150714460534 0.00071623155726758267 0.00081122655186899176 0.00086966348101563424 0.00067742494777286999 0.00061871889372204622 0.00018046251903251412 0.00012576460562116812 0.00078135227234703427 0.00058450670482839383 -5.1081141957623603e-06 0.00039260331267381414 8.1745685292358068e-05 0.00076736668708912356 0.0003813186616582029 -0.00019382306324391098 0.00065045521906764009 0.00086088012942782421
leaf_weight=42 23 48 28 60 65 20 34 70 41 69 20 217 142 121 1011 31 78 43 26 24 37 31 48 20 22 453 20 20 210 47
leaf_count=42 23 48 28 60 65 20 34 70 41 69 20 217 142 121 1011 31 78 43 26 24 37 31 48 20 22 453 20 20 210 47
internal_value=0 0.000310458 0.000751829 0.000530755 0.000197587 0.000763797 0.000260379 0.000791422 0.000683715 0.000461752 0.000329468 0.000702523 0.00027387 0.000672393 0.000782841 0.000683831 0.000791573 0.000628966 8.64339e-06 0.000287948 0.000713657 0.000750158 8.90966e-05 0.000546936 0.000240973 0.000797655 0.000518911 -4.39131e-05 0.000670063 0.000769609
internal_weight=0 673 2448 228 445 2351 334 1748 603 97 238 562 184 144 1678 136 1542 105 111 84 542 295 96 63 164 1464 54 85 247 264
internal_count=3121 673 2448 228 445 2351 334 1748 603 97 238 562 184 144 1678 136 1542 105 111 84 542 295 96 63 164 1464 54 85 247 264
is_linear=0
shrinkage=0.00196078


Tree=7430
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 2 2 1 1 4 1 150 50 3 43 12 475 3 14 47 1 43 13 15 3
split_gain=21.6034 3.68916 2.20096 1.89366 1.15518 1.10593 0.898009 0.748921 0.600226 0.613066 0.577507 0.569678 0.542675 0.317981 0.219945 0.275121 0.285028 0.201918 0.168128 0.163652 0.144553 0.130631 0.145759 0.126051 0.155116 0.143659 0.123601 0.157368 0.11381 0.127319
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.27834500000000006 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.089605000000000018 0.11474000000000002 0.077845000000000011 0.091195000000000012 -0.013514999999999998 0.083345000000000016 0.081835000000000019 0.086295000000000011 -0.010424999999999999 0.05259500000000001 0.10061500000000002 -0.088274999999999978 0.090900000000000009 -0.23083499999999998 0.090100000000000013 0.11669000000000002 -0.067199999999999996 -0.072819999999999982 -0.41942499999999994 0.31534000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 7 10 9 26 13 20 -5 21 19 -16 -17 28 -11 -12 -6 -1 -23 -3 25 -25 -4 -28 -10 -30
right_child=1 2 8 12 11 -7 -8 -9 17 18 14 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00081688398302833302 0.00089242489522148088 0.00057407901455855566 0.00040230135686424267 0.0008356573774951512 0.00087188562099469553 0.00056962976254440847 0.00050903372942944002 0.0010801194581776215 0.00024039239526128903 0.00038714315228965718 0.00090067626328382117 0.00044612282631443996 0.00051061113413781978 0.00084901457339979719 0.00083646634797993166 0.00082670442923472149 0.00049963442426101835 0.00036253863746389984 0.00022012208876182935 0.00081235869297771569 0.00070620797537997658 0.00093939390768090186 0.00080072231350308343 0.00044729311489474961 0.00056995210196713318 0.00029547769019658537 0.00046052045330586107 0.00069294369298648212 0.00017150521862203515 -2.2676553951974621e-05
leaf_weight=37 76 34 21 28 41 41 23 84 35 37 372 24 67 216 369 21 20 22 62 103 40 1019 30 138 32 29 21 24 34 21
leaf_count=37 76 34 21 28 41 41 23 84 35 37 372 24 67 216 369 21 20 22 62 103 40 1019 30 138 32 29 21 24 34 21
internal_value=0 0.000484871 0.000434506 0.000877783 0.000540695 0.000888823 0.000894528 0.000898432 0.000304933 0.000380132 0.000891454 0.000711453 0.000606414 0.000917723 0.000852807 0.000819536 0.000667158 0.000194148 0.000282544 0.000881525 0.000790069 0.000931389 0.000935428 0.000463744 0.000444893 0.00042093 0.000526514 0.00058448 0.000152986 9.73631e-05
internal_weight=0 691 615 2430 338 2335 2294 2271 277 165 2187 105 95 1302 885 410 41 112 99 475 81 1086 1049 233 199 167 66 45 90 55
internal_count=3121 691 615 2430 338 2335 2294 2271 277 165 2187 105 95 1302 885 410 41 112 99 475 81 1086 1049 233 199 167 66 45 90 55
is_linear=0
shrinkage=0.00196078


Tree=7431
num_leaves=31
num_cat=0
split_feature=1 3 4 2 1 45 4 1 2 15 15 10 11 454 2 2 2 4 2 51 16 16 12 52 13 376 3 51 11 11
split_gain=0.409227 0.101361 0.0460744 0.047402 0.0438077 0.0645626 0.0370357 0.0448739 0.0532814 0.0340076 0.0326617 0.0319824 0.0315504 0.0292155 0.0318204 0.0315811 0.0401081 0.0321782 0.0289218 0.0286425 0.0249568 0.0220386 0.0240098 0.0239826 0.0219666 0.0223135 0.0216209 0.0219289 0.0284306 0.0372986
threshold=0.10124500000000002 -0.053259999999999995 -0.03898999999999999 0.10276500000000001 0.14262000000000002 0.10331000000000001 0.042705000000000007 0.083345000000000016 0.087955000000000019 -0.093244999999999981 -0.41942499999999994 -0.062879999999999978 0.080320000000000016 -0.037229999999999992 0.13712500000000002 -1.0000000180025095e-35 0.097845000000000015 -0.023539999999999995 0.13913500000000004 -0.066639999999999991 -0.046599999999999996 -0.44310499999999992 0.088365000000000013 0.070205000000000017 -0.0093149999999999986 0.083705000000000016 0.10299500000000002 -0.13782999999999998 0.084110000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 13 18 8 -8 -9 -5 -6 -12 -3 15 24 -17 -18 26 -19 -16 22 -10 -23 25 -15 27 -1 29 -29
right_child=1 4 3 10 11 -7 7 9 21 -11 12 -13 -14 14 20 16 17 19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0077035576610696727 0.0068458260235044815 -0.0010006700945086777 0.0053252957613343227 0.004588595183304278 -0.0029191912326496094 0.0084162689232644399 0.010629507885314525 0.0045001701952423903 0.0051777128412920448 -0.00026131267344074635 -0.0024212032379139041 0.0015751810604246873 0.0028863405257046303 0.0013755659076559823 0.002271501526347888 0.0077434929786249999 0.0067739289565137226 7.9818523123062081e-05 0.0024542821198701862 0.0036345891591881502 -0.0018889787202213137 0.0050691685987387892 0.0088817528324822582 0.0013797570997849109 -0.00078061947133392098 0.0053405240739018405 0.004083712506160902 0.006205852714352875 0.0031905981665477159 0.0086099323734932977
leaf_weight=109 87 20 120 32 20 21 20 40 42 24 21 76 24 40 46 26 26 28 20 119 21 148 30 20 24 22 44 1754 30 67
leaf_count=109 87 20 120 32 20 21 20 40 42 24 21 76 24 40 46 26 26 28 20 119 21 148 30 20 24 22 44 1754 30 67
internal_value=0 0.00342658 0.00492917 0.00408273 0.00255391 0.00302171 0.00607929 0.00508665 0.00567053 0.00271461 0.00214626 0.000638853 0.000409487 0.00271718 0.00292842 0.00338942 0.00408143 0.00353106 0.00623819 0.00295749 0.00096747 0.00525729 0.00672106 0.00462995 0.00178813 0.00278249 0.00627596 0.00632517 0.006244 0.00629431
internal_weight=0 773 284 197 489 393 2348 324 260 64 77 96 45 372 352 285 199 173 2024 147 67 240 72 168 86 62 2004 1960 1851 1821
internal_count=3121 773 284 197 489 393 2348 324 260 64 77 96 45 372 352 285 199 173 2024 147 67 240 72 168 86 62 2004 1960 1851 1821
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 4 14 1 49 1 1 1 50 11 1 4 1 11 47 2 3 16 15 2 1375
split_gain=19.1782 3.18125 1.56136 1.50162 1.09021 0.997723 0.79921 0.561183 0.548381 0.481735 0.559538 0.406559 0.405988 0.31363 0.219446 0.204781 0.19835 0.195027 0.193742 0.187767 0.277818 0.156695 0.133051 0.128217 0.113895 0.101833 0.103211 0.0910674 0.0872285 0.0830601
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.089885000000000007 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.077845000000000011 -0.054984999999999992 0.13436000000000001 0.090540000000000023 0.13075500000000004 0.041865000000000006 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.12000500000000001 0.095165000000000013 0.091680000000000011 0.31358000000000003 -0.11171999999999999 0.27776000000000006 0.024640000000000006 -1.0000000180025095e-35 0.083830000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 21 11 -9 -11 15 -4 -2 -12 -1 -5 24 19 25 -21 -3 27 -15 -6 -10 29 -20 -17 -27
right_child=1 4 12 16 17 -7 -8 9 18 10 14 -13 -14 23 -16 28 -18 -19 22 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00071911861122220136 0.00039707068449167338 0.00024748935142008502 0.00062616936319849395 0.0003373392588562436 3.1804486454175013e-05 0.00040109194680101851 0.00033077270681269806 0.00053986848861563438 0.0005652024593649983 0.00058588410490283778 0.00026530104351316102 0.00087394356806835252 0.00034622709042148926 0.00070911837266940695 5.689671102482925e-05 0.0005355584437773675 0.00012642558758433153 0.00018084657752147535 0.00073390965089967155 0.00068386018390999444 0.00042011308297944591 7.6582231290474653e-05 0.00060305774723197903 0.00058142348613878468 -0.00012764405783302353 0.00066343352132966211 0.00060353180761710029 0.00089205169491991603 0.00066772098913893136 0.00078126522255878819
leaf_weight=1092 23 30 28 60 61 48 24 30 49 20 166 59 69 62 22 21 24 26 42 28 34 66 20 59 24 552 113 21 224 24
leaf_count=1092 23 30 28 60 61 48 24 30 49 20 166 59 69 62 22 21 24 26 42 28 34 66 20 59 24 552 113 21 224 24
internal_value=0 0.000297087 0.000670825 0.000485423 0.000200591 0.000680884 0.000686715 0.000256541 0.000690464 0.000307586 0.000274084 0.000714654 0.000427035 0.000606958 0.000240913 0.000707624 0.000277078 3.22399e-05 0.00065222 0.000642865 0.000539225 0.000129991 0.000742391 0.000646854 -1.32163e-05 0.000651571 0.000657714 0.000786624 0.000656393 0.000668343
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 208 1396 97 144 188 1337 84 111 883 800 62 96 83 121 85 738 689 63 245 576
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 208 1396 97 144 188 1337 84 111 883 800 62 96 83 121 85 738 689 63 245 576
is_linear=0
shrinkage=0.00196078


Tree=7433
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 0 4 13 2 43 41 0 12 1 2 4 47 4 15 52 150 52 0 1 41 148
split_gain=14.5917 1.85037 1.79345 1.42408 0.876911 0.652782 0.562771 0.473053 0.32976 0.313172 0.308931 0.281812 0.250298 0.253197 0.195044 0.182615 0.23862 0.178461 0.173642 0.164872 0.162562 0.141849 0.191192 0.135881 0.12516 0.115615 0.115447 0.199456 0.109009 0.0999717
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.091475000000000015 0.14285500000000004 -0.17966999999999997 -0.23194499999999998 -0.0086549999999999978 -0.00096999999999999983 0.10444500000000002 -0.04890499999999999 0.075585000000000013 -0.088774999999999979 0.13597000000000004 0.15471500000000002 0.11389000000000002 0.024790000000000003 0.10372500000000003 -0.064054999999999987 -0.03241999999999999 -0.52606999999999993 0.084120000000000014 -1.0000000180025095e-35 -0.11173999999999999 0.07635500000000002 0.083525000000000016 -0.043434999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 9 29 14 11 -6 -1 15 20 13 -10 26 -8 -17 -7 21 -13 -5 -11 -23 -2 -15 -14 27 -4 -16 -3
right_child=1 5 6 7 8 17 10 -9 12 18 -12 19 25 24 28 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092867418406481406 0.00079361810675021311 0.00025235375708198161 0.00077138157682522161 0.00034015370626666597 0.00071680462205809625 0.00022174177132857815 0.00086108564725761484 0.00021576931157046446 0.00045819227592387945 0.00076931859936928257 0.00065614722478975955 0.00063904777325752399 0.00029236890308656337 0.000698183270312157 0.00095333944696184816 0.00073689422180105049 0.00053291149304041162 6.1996980317208277e-05 0.0005132027688661431 0.00042534030264105329 0.00053477835129289069 0.00070292191242105236 0.00048730904140781842 0.00063438421052535495 0.0005229546100485559 0.00046296848834646181 0.00077765179186014362 0.00052946753398168313 0.00079278075983187416 0.00039703805381924079
leaf_weight=22 28 22 38 77 31 116 43 44 61 69 252 35 24 42 37 533 23 35 21 23 21 64 21 78 25 42 1134 20 29 111
leaf_count=22 28 22 38 77 31 116 43 44 61 69 252 35 24 42 37 533 23 35 21 23 21 64 21 78 25 42 1134 20 29 111
internal_value=0 0.000386922 0.000729341 0.000492709 0.000612657 0.00027294 0.000752689 0.000395328 0.000529021 0.000708181 0.000713745 0.000445972 0.000499015 0.000549588 0.000779033 0.000737977 0.000728456 0.000184715 0.000680461 0.000554302 0.000381859 0.000703269 0.000649653 0.000676446 0.000632799 0.000400932 0.000773288 0.000687963 0.000882791 0.000373105
internal_weight=0 590 2531 306 422 284 2109 200 225 197 851 156 194 128 1258 599 556 151 175 58 98 154 85 106 67 66 1192 58 66 133
internal_count=3121 590 2531 306 422 284 2109 200 225 197 851 156 194 128 1258 599 556 151 175 58 98 154 85 106 67 66 1192 58 66 133
is_linear=0
shrinkage=0.00196078


Tree=7434
num_leaves=31
num_cat=0
split_feature=1 3 3 4 3 2 3 49 15 16 39 1 447 156 484 156 0 52 475 4 1454 1455 52 401 1213 52 2 123 159 483
split_gain=0.482152 0.115698 0.0494285 0.0493027 0.0474914 0.0444465 0.0408205 0.0304458 0.0297198 0.0297943 0.0292783 0.0290969 0.0373096 0.0341655 0.0393229 0.0384511 0.0359793 0.0298027 0.0390605 0.0324613 0.0325432 0.0319221 0.0278306 0.0266336 0.0281548 0.0265648 0.0257108 0.0259233 0.0270524 0.0283678
threshold=0.10124500000000002 -0.053259999999999995 0.31370500000000007 0.41257000000000005 0.088060000000000013 0.092120000000000021 0.11658 -0.054984999999999992 -0.018314999999999994 -0.042349999999999992 0.11683000000000002 0.085110000000000005 0.084510000000000016 0.087380000000000013 -0.0076649999999999991 0.085790000000000019 -0.15599999999999997 0.40674500000000008 -0.086424999999999988 -0.46376499999999993 0.083100000000000021 -0.09534999999999999 0.048770000000000008 0.113945 0.0036000000000000003 -0.034054999999999995 0.15109000000000003 0.084025000000000016 0.082585000000000006 -0.059844999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 7 10 11 -6 -2 9 -8 -3 13 23 15 -15 16 -1 18 -18 -20 21 -21 -4 24 -13 -16 27 28 -7 -30
right_child=1 2 22 -5 6 26 8 -9 -10 -11 -12 12 -14 14 25 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010606153830885888 0.00318377742430929 0.002687510044834284 -0.00038925328872342044 0.0028774114495270136 0.0071335086278203471 0.0058762220882854791 0.0033813702351894351 0.0064823643070311566 0.00052543371636420489 0.0078201370406168289 -0.001226136373311636 0.0064128497439658932 0.0019555072998628021 0.00897956916059439 0.0021291260110835233 0.010724777827272193 0.0030205541607839139 0.003609223637613468 0.011079560011752289 0.011141221996928964 0.0034786743607938941 0.0071908301330444015 0.0031062970143359379 0.0099364578095264746 0.0031366162841940035 0.0057266023450602711 0.0024546995226825989 0.0034559984942653071 0.0045396510094481831 0.0084279009132905928
leaf_weight=30 33 213 69 67 45 612 62 184 25 20 21 415 20 26 30 32 22 24 22 21 23 789 34 20 28 65 21 38 24 86
leaf_count=30 33 213 69 67 45 612 62 184 25 20 21 415 20 26 30 32 22 24 22 21 23 789 34 20 28 65 21 38 24 86
internal_value=0 0.00364327 0.00271092 0.00524861 0.00323026 0.00652265 0.00460652 0.00598074 0.00354377 0.004464 0.00233629 0.00682981 0.00618426 0.00711745 0.00553365 0.00731645 0.0071993 0.00708586 0.00718101 0.00728806 0.00718792 0.00729325 0.000764618 0.00636693 0.00620577 0.00459056 0.00590637 0.00600175 0.00613573 0.00757956
internal_weight=0 773 489 284 386 2348 152 217 107 82 234 1567 483 1084 121 963 931 901 877 855 833 810 103 463 443 95 781 760 722 110
internal_count=3121 773 489 284 386 2348 152 217 107 82 234 1567 483 1084 121 963 931 901 877 855 833 810 103 463 443 95 781 760 722 110
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 4 51 10 2 14 4 4 10 0 43 150 1374 11 1 1429 51 1 3 3 43 15 1 1454 1446 12
split_gain=0.390543 0.0942151 0.0567882 0.0408991 0.0810068 0.0423623 0.0383739 0.0375584 0.0360016 0.0346028 0.0323288 0.0322062 0.0304212 0.0264552 0.0288546 0.0241424 0.0266492 0.0235806 0.0276112 0.0444236 0.0387342 0.0298449 0.028235 0.0743862 0.0598464 0.0273535 0.0327074 0.0256695 0.0320809 0.0582227
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 -0.15764999999999998 -0.086719999999999978 0.069930000000000006 0.092120000000000021 -0.10708499999999999 -0.010655 0.51164000000000009 -0.0087699999999999983 -0.10324499999999999 -0.076124999999999984 0.11156000000000001 -0.064634999999999984 0.080455000000000013 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.07635500000000002 -0.081924999999999984 -0.080634999999999984 -0.080419999999999978 0.090455000000000021 0.091615000000000016 0.083100000000000021 0.083715000000000026 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 12 -5 -7 10 15 11 -6 -8 -3 -11 -15 17 -17 18 20 22 21 27 25 -24 -25 -20 -27 28 -1 -30
right_child=1 2 -4 5 7 6 9 -9 -10 13 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0063705733638041761 0.0061105366294071373 0.0033235489932121709 0.00068815595377688709 0.0067558788101781501 0.0085041451593860975 -0.001541693886741996 0.0066315144852602051 0.0023521145579941346 0.0053157338180208694 0.0028176022573102848 0.0051355062150796223 0.0017487972334492953 -0.00094241217266244348 0.002283672039759242 -0.0014587144780977581 0.0065641861541994992 0.0017746382751143896 0.0088197559720891369 0.0075398127052485652 0.0011608427051793446 0.0030436189722422569 0.0098580036226108125 0.00035726581539573341 0.0011116651567415548 0.0061507830013476728 0.0023284361057449134 0.0075053463912690471 0.0035034806604796486 0.012822095238582486 0.0069626732872731401
leaf_weight=798 102 35 103 22 40 25 35 33 781 142 99 22 32 45 38 21 26 34 127 22 32 27 29 26 252 26 23 28 22 74
leaf_count=798 102 35 103 22 40 25 35 33 781 142 99 22 32 45 38 21 26 34 127 22 32 27 29 26 252 26 23 28 22 74
internal_value=0 0.00327894 0.0028485 0.00324026 0.00423585 0.00251701 0.00221325 0.00538489 0.00587039 0.00254614 0.0061049 0.00474696 0.00128608 0.00198859 0.00057029 0.00614683 0.00391465 0.00621585 0.00615627 0.00555548 0.00646555 0.00658093 0.00575565 0.00517675 0.0056795 0.00676545 0.00475841 0.00648497 0.00657835 0.00830546
internal_weight=0 773 671 568 239 329 307 172 2348 282 139 57 67 225 83 1567 47 1520 1486 505 981 949 483 307 278 176 49 922 894 96
internal_count=3121 773 671 568 239 329 307 172 2348 282 139 57 67 225 83 1567 47 1520 1486 505 981 949 483 307 278 176 49 922 894 96
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 4 1 2 2 475 12 4 150 47 14 1 16 2 15 4 1 0 160
split_gain=16.3952 2.63097 1.7172 1.44743 0.836881 0.787242 0.535163 0.535134 0.438724 0.350326 0.332827 0.326905 0.299435 0.27228 0.343812 0.211544 0.168636 0.151245 0.194093 0.143542 0.120427 0.116037 0.11126 0.108075 0.102437 0.100462 0.0969649 0.130367 0.118598 0.095269
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14753000000000002 0.14960000000000004 0.27834500000000006 0.089625000000000024 0.090050000000000005 -1.0000000180025095e-35 -0.066784999999999983 0.09141500000000001 -0.51843499999999987 1.0000000180025095e-35 0.090100000000000013 -0.23083499999999998 0.11669000000000002 0.19444000000000003 0.089005000000000015 -0.41942499999999994 0.053180000000000012 0.076935000000000017 -0.010949999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 10 -5 -6 12 16 -4 17 15 -15 -7 18 -1 26 21 -3 -23 -19 -20 -12 27 28 -18 -14
right_child=1 2 7 8 9 11 -8 -9 -10 -11 25 -13 29 14 -16 -17 19 23 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092040026555208264 0.00069300696038486292 0.00042273801924639775 0.00035886631162344092 0.00063235051220985434 0.00061874186169014569 0.00073781261062310418 0.00087988650228278424 0.00041134393116075272 0.00035439005043155243 0.00037044932456671776 0.00014853020450876405 0.00041494520260287985 0.00025835788751775408 0.00050939181257674243 0.00043406083698999256 0.00069469977540945595 0.00065876654648729192 0.00069776399029048732 0.00073991418268147915 0.0004758074450904451 0.0004443409455916886 0.00031869760771372261 0.00018509363896006303 0.00057940267013143517 0.00069448030576678605 1.0353569692555224e-05 0.00059053706526037916 0.00075931408576620986 0.00052645573231104731 0.00012800933974277642
leaf_weight=21 76 33 40 34 74 60 76 37 61 31 32 26 29 26 24 266 163 293 888 23 33 138 29 33 243 55 121 41 31 84
leaf_count=21 76 33 40 34 74 60 76 37 61 31 32 26 29 26 24 266 163 293 888 23 33 138 29 33 243 55 121 41 31 84
internal_value=0 0.000348832 0.0003063 0.000691121 0.000400096 0.000700773 0.000718727 0.000191848 0.000453871 0.000545436 0.000158009 0.000628574 0.000213071 0.0007119 0.000659658 0.0006782 0.000641226 0.000723069 0.000733621 0.000625935 0.000334599 0.000316492 0.000295497 0.000685783 0.000730153 6.11772e-05 0.000635635 0.000658855 0.000637624 0.000161462
internal_weight=0 691 615 2430 338 2335 1870 277 95 105 240 465 153 1794 316 292 439 1478 1152 379 233 200 167 326 1131 87 356 235 194 113
internal_count=3121 691 615 2430 338 2335 1870 277 95 105 240 465 153 1794 316 292 439 1478 1152 379 233 200 167 326 1131 87 356 235 194 113
is_linear=0
shrinkage=0.00196078


Tree=7437
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 124 42 2 16 158 14 43 4 3 160 151 4 0 49 3 16 52 43 12 0 1 16 13 2 131
split_gain=0.387484 0.091835 0.0557296 0.0440903 0.0384221 0.0373359 0.0374811 0.0371575 0.0300831 0.0284994 0.0265854 0.0279866 0.0392167 0.0307437 0.0303123 0.0386672 0.0306551 0.0258702 0.0400455 0.0244491 0.058412 0.0241491 0.0240689 0.0239351 0.0224657 0.0436972 0.0294553 0.0318846 0.028944 0.0503284
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 1.0000000180025095e-35 -0.013125 -0.076779999999999987 -0.0041849999999999986 0.13404500000000005 0.11346000000000002 0.10046000000000001 0.062655000000000016 -0.52440999999999993 -0.52556499999999995 0.086245000000000016 -0.087429999999999994 -0.044604999999999992 -0.059649999999999988 0.024095000000000002 -1.0000000180025095e-35 -0.028564999999999997 -0.013024999999999998 -0.088204999999999992 0.084740000000000024 0.11734000000000001 -0.10096999999999999 0.083345000000000016 0.0057500000000000008 0.0049450000000000006 0.084415000000000004 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 -1 10 -9 22 11 -7 -13 19 -15 -16 -17 18 -4 23 -21 -12 -6 24 25 -14 27 -26 29 -28
right_child=1 2 17 4 9 7 -8 8 -10 -11 21 12 13 14 15 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0059292777366816811 0.0060208721231331357 0.0026859661902397585 -0.0016398413668804127 0.0076183032750019005 0.0023622753361996728 0.0021498023532330992 0.001624093657266626 0.00082764184380021812 0.0057925184439543802 0.0072239619879318137 0.005334146323228448 0.0093823651288403205 0.0056206645720868397 0.0075243167494508352 0.0070951457301686926 0.0045050575180600088 0.00014880387179021324 -0.0020997912467767793 0.002537392130576667 0.0054105183973442769 0.010737013311258384 0.0088893667931967818 0.0060328841948395842 0.0033856993976147162 0.0063892748839394489 0.00085821725148707638 -0.00076328499597452934 0.0049318680633676426 0.0056048523836839843 0.0052822103290236554
leaf_weight=39 102 352 29 35 80 20 42 26 23 21 29 32 84 22 21 30 35 21 110 50 35 56 23 38 1229 25 21 171 280 40
leaf_count=39 102 352 29 35 80 20 42 26 23 21 29 32 84 22 21 30 35 21 110 50 35 56 23 38 1229 25 21 171 280 40
internal_value=0 0.00322527 0.0028003 0.00331026 0.00469234 0.00580655 0.00369696 0.00588192 0.00315809 0.00386646 0.0059421 0.00587299 0.00590823 0.0058548 0.00421197 0.00336463 0.00215938 0.00117164 0.00166588 0.00594473 0.00760378 0.00767641 0.00318193 0.00587004 0.00592107 0.00452836 0.00600826 0.00621126 0.00517483 0.00320097
internal_weight=0 773 671 511 159 2348 81 2267 49 124 2218 2133 2113 2081 108 86 65 160 139 1973 85 85 103 1888 1850 109 1741 1400 341 61
internal_count=3121 773 671 511 159 2348 81 2267 49 124 2218 2133 2113 2081 108 86 65 160 139 1973 85 85 103 1888 1850 109 1741 1400 341 61
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=31
num_cat=0
split_feature=1 12 3 15 148 4 46 4 474 1 12 15 4 0 0 3 48 42 12 43 1447 15 15 484 151 2 1447 12 131 1
split_gain=0.31553 0.0655553 0.0450405 0.0438128 0.0422882 0.0445958 0.0408816 0.0476806 0.0614716 0.0402913 0.0312221 0.0306674 0.02865 0.0281579 0.0252526 0.0307117 0.0269699 0.0398834 0.0318889 0.0572169 0.0522992 0.0298253 0.0256101 0.0720798 0.0285282 0.0397235 0.0277421 0.0461291 0.0445505 0.0303701
threshold=0.11146500000000002 0.078300000000000008 0.31534000000000006 0.035560000000000008 -0.078044999999999989 -0.010655 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.42850999999999995 -0.077219999999999983 0.053180000000000012 -0.062294999999999996 -0.085669999999999982 -0.045649999999999989 0.093265000000000015 0.086555000000000007 0.083985000000000018 -0.083879999999999996 -0.083249999999999977 0.088495000000000018 -0.026084999999999994 0.087410000000000002 -0.082229999999999984 0.086825000000000013 -0.080289999999999986 0.083815000000000014 0.077555000000000027 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 13 7 -1 9 -9 -4 -7 14 -6 22 16 18 -18 19 -16 21 -20 24 26 25 -3 27 -24 29 -28
right_child=2 12 10 -5 5 11 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0058175562805183592 -0.00094584715814432596 0.0055356027730913077 0.0027159710633842386 0.0067632199994305964 0.007732651471659276 0.0019354102399259173 0.0080216723172703685 0.0044248360446528783 -0.002111278947400437 0.0021707408357602826 -0.0011388581350911409 0.0041692569431602136 0.0043160119457036775 0.0038122959742498286 0.0061906821052120494 0.0013162926584482195 0.005771617785156254 0.00069902206004987804 0.01149691804533913 -0.0011995879095047712 0.0053280793231670898 0.0065832309362789006 0.0067964029711826404 0.011968316469827425 0.0057188036140287295 -0.00034437802765751257 0.006770678682602011 0.00029370877658948304 0.010971542818117 0.0041888215205182272
leaf_weight=73 28 27 34 53 28 229 21 167 22 151 55 84 244 53 22 20 31 31 21 20 1060 30 24 23 250 20 200 20 21 59
leaf_count=73 28 27 34 53 28 229 21 167 22 151 55 84 244 53 22 20 31 31 21 20 1060 30 24 23 250 20 200 20 21 59
internal_value=0 0.0050954 0.00237811 0.00404901 0.00280926 0.00307612 0.00371755 0.0034987 0.00300083 0.0033545 0.000333773 0.00253491 0.00533544 0.00516748 0.00546782 0.00520309 0.00526707 0.00323532 0.00537632 0.00267151 0.00547857 0.00860651 0.00597549 0.0065589 0.00529385 0.00303348 0.0061749 0.00384063 0.00654171 0.00618253
internal_weight=0 2610 511 487 422 394 434 413 340 318 89 313 2123 81 1879 1235 1215 62 1153 42 1111 51 644 347 297 47 324 44 280 259
internal_count=3121 2610 511 487 422 394 434 413 340 318 89 313 2123 81 1879 1235 1215 62 1153 42 1111 51 644 347 297 47 324 44 280 259
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 1456 44 14 16 475 10 0 401 123 34 4 3 2 0 1 3 2 4 15 39 15 15 11 52 3 13
split_gain=0.257876 0.0815799 0.0428579 0.0452668 0.0429325 0.0313805 0.0332433 0.0327255 0.0411901 0.0309674 0.0536906 0.03302 0.0329293 0.0268946 0.0258265 0.0244647 0.0364572 0.0339161 0.0232562 0.0349574 0.0347845 0.0256319 0.0306796 0.0250875 0.023425 0.0231893 0.033403 0.0322808 0.0213842 0.0211895
threshold=0.11846000000000002 0.078300000000000008 -0.096099999999999977 0.092395000000000019 -0.084824999999999998 0.081805000000000017 0.081185000000000021 0.15273500000000004 -0.082014999999999991 -0.079859999999999987 -0.05208999999999999 0.085900000000000018 0.12630500000000003 -0.021334999999999996 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.068604999999999985 0.094090000000000021 0.086245000000000016 0.098035000000000011 0.50996500000000011 -0.18895499999999996 0.088090000000000016 -0.098289999999999975 0.040760000000000005 0.079300000000000009 -0.07167999999999998 -0.11171999999999999 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6 10 -2 12 13 -11 15 16 -3 -17 19 20 24 22 -20 -24 -10 27 -27 -18 -19 -15
right_child=9 14 3 -5 5 -7 -8 -9 18 11 -12 -13 -14 29 -16 17 25 28 21 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00036420177368979369 0.001906881851115913 0.0095980488136410726 0.0081699294109553611 -0.00050944299623370169 -0.0014106533301639418 0.0072636541161362244 0.0072780720339241352 0.0050667308607850884 0.0036648692542009735 0.00041872571429444689 -0.0046593333053897368 -0.0015954500995576382 -0.0015660908911377192 0.0013447400319609396 0.0038940190384164452 0.0049777913277669634 0.005508590960878218 0.00068612355389632287 -0.0014462653913402132 0.00080109615761709088 0.0024312776285275025 0.0056946019075163039 0.0019353895667389973 0.0047314356401329865 0.0076322538489678312 0.0047780558681115512 0.010120753431692719 0.00099329727003350855 0.0039750003553359796 0.0036597187906789426
leaf_weight=28 33 25 22 25 21 23 22 85 22 45 20 23 20 52 280 1524 76 22 21 24 34 23 136 42 46 25 22 20 195 165
leaf_count=28 33 25 22 25 21 23 22 85 22 45 20 23 20 52 280 1524 76 22 21 24 34 23 136 42 46 25 22 20 195 165
internal_value=0 0.00451265 0.00345152 0.0036472 0.00384665 0.00365605 0.00348173 0.00329777 0.00289028 0.00166018 -0.000570935 0.00204789 0.00234504 0.0026436 0.0047909 0.00492245 0.00607487 0.00481124 0.00314982 0.00423492 0.00504288 0.00253395 0.00216865 0.00259513 0.00634869 0.00545893 0.00727889 0.0045679 0.00364157 0.00310498
internal_weight=0 2763 574 546 521 499 476 454 369 358 53 305 282 262 2189 1909 168 1741 348 126 102 222 199 178 68 143 47 96 217 217
internal_count=3121 2763 574 546 521 499 476 454 369 358 53 305 282 262 2189 1909 168 1741 348 126 102 222 199 178 68 143 47 96 217 217
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=31
num_cat=0
split_feature=4 12 1375 2 2 1 14 2 51 2 0 149 96 48 52 0 49 1 42 40 2 2 151 13 39 15 52 12 130 13
split_gain=0.20972 0.0678927 0.0430921 0.0445073 0.0489793 0.0359409 0.0356257 0.0353862 0.0306207 0.0270856 0.0265966 0.024964 0.0236797 0.0220326 0.0262703 0.0252529 0.0333455 0.0478581 0.0227319 0.0205749 0.050116 0.0231006 0.0204703 0.0214486 0.0307562 0.0277997 0.0196139 0.0196129 0.0185261 0.0212907
threshold=0.27287000000000006 0.051320000000000005 -0.27302499999999996 -0.0091949999999999983 0.14753000000000002 0.13686500000000004 0.018475000000000002 0.25063000000000007 0.095820000000000016 0.092235000000000025 -0.14920999999999998 0.07770500000000001 0.086715000000000014 0.12118000000000002 -0.075329999999999994 0.034820000000000011 -0.045154999999999994 0.11910500000000002 0.086835000000000009 -0.0061149999999999998 0.079055000000000014 0.085730000000000015 -0.086824999999999986 -0.085669999999999982 0.10076500000000001 -0.073184999999999986 0.047850000000000011 -0.10022999999999999 -0.004324999999999999 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 10 9 11 -6 19 -3 12 13 14 -2 16 -16 18 -18 -5 -21 -22 -11 -24 25 26 -25 -19 -12 -30
right_child=7 5 3 4 8 -7 -8 -9 -10 22 28 -13 -14 -15 15 -17 17 27 -20 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0010716943050889918 -0.0013803015900824298 0.0064782761151722648 0.00098362909312601078 0.0067925775531106269 -0.0024730473634554072 8.7992321264209755e-05 0.0071554476948222151 -0.0022388327789182468 0.0029942771907718411 0.00095425911698073743 0.0051743577016509874 0.0047122788687164975 -0.0017561154839183604 -0.0010479975044010925 -0.0010672877223471241 0.0053848181967623534 0.0055751877179478901 0.0033736918264856705 0.0020686482577102964 -0.00036704990896396344 0.0079056082814729419 0.0040098124691414546 0.0017936801215176258 0.0012346527721092571 0.00073451284746018546 0.0056803159205127893 0.0052266820066142828 0.00017523614200125513 0.0045923150306883109 0.0039149534257438617
leaf_weight=24 21 57 74 39 20 20 32 24 21 38 213 26 21 26 31 24 51 26 29 20 23 45 57 32 24 89 20 73 784 1137
leaf_count=24 21 57 74 39 20 20 32 24 21 38 213 26 21 26 31 24 51 26 29 20 23 45 57 32 24 89 20 73 784 1137
internal_value=0 0.00405918 0.00307352 0.00325982 0.00362599 0.00430793 0.00394877 0.00146778 0.00032729 0.00368362 0.00434645 0.00173899 0.00148302 0.00172509 0.00200783 0.00231189 0.0019607 0.0024851 0.00430407 0.00488063 0.00403329 0.00532751 0.00309893 0.00346603 0.00404375 0.00460703 0.00277005 0.00101523 0.00428951 0.0041914
internal_weight=0 2769 558 534 460 2211 419 352 41 387 2191 328 302 281 255 234 210 179 80 127 88 68 260 222 165 141 52 99 2134 1921
internal_count=3121 2769 558 534 460 2211 419 352 41 387 2191 328 302 281 255 234 210 179 80 127 88 68 260 222 165 141 52 99 2134 1921
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 2 4 14 4 2 1 10 1 150 159 2 52 3 4 12 42 150 159 51 15 15 42 43 50
split_gain=12.6655 2.12228 1.18452 1.14641 0.6563 0.624209 0.523481 0.466516 0.437305 0.407456 0.365991 0.354902 0.242209 0.201048 0.147648 0.186535 0.217408 0.132418 0.121562 0.117557 0.108852 0.104148 0.1506 0.106176 0.096974 0.0924322 0.137835 0.114247 0.0885201 0.0869374
threshold=0.104035 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.14122000000000004 0.27287000000000006 0.14285500000000004 0.27834500000000006 0.062655000000000016 0.27834500000000006 0.089885000000000007 0.077845000000000011 -0.062879999999999978 0.091195000000000012 1.0000000180025095e-35 0.08154500000000002 0.11474000000000002 -0.56176499999999996 -0.010424999999999999 -0.062539999999999984 -1.0000000180025095e-35 0.075730000000000006 0.083555000000000004 0.082585000000000006 -0.069724999999999995 -0.15914499999999995 0.035560000000000008 -0.047899999999999991 -0.080324999999999994 0.08461500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 20 8 10 19 13 -4 -7 -1 15 16 -2 -12 -14 -5 -3 22 23 25 -25 -19 27 -27 -13 -8
right_child=1 5 11 9 -6 12 29 -9 -10 -11 17 28 18 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00071193419902449242 0.00055970777620506637 0.00034894642018366091 0.00064119645433516066 0.00073677153254600274 0.00043327511122983817 1.8893764291767373e-05 9.4050419709434385e-05 0.00040571033416311145 0.00082520946971619945 0.00040197043835889538 0.00075538724429847657 0.00042482559842321342 0.00029165135195650976 0.00064658490063713222 0.00031720248343980971 0.00032424156457118322 0.00035649460925608455 0.000731330386856023 0.00016556898591385519 0.00060260280279061842 0.00050850424449890854 0.00066543531502684372 0.00047367969564363066 0.00079140577224518134 0.00064276584482920193 0.00061196247550680458 0.00066487204902435353 0.00051063126798312202 0.00026907697466074256 0.00027267101695578475
leaf_weight=1117 48 25 28 34 41 34 22 23 84 36 43 47 42 216 101 52 35 24 98 96 48 415 25 27 45 110 95 70 20 20
leaf_count=1117 48 25 28 34 41 34 22 23 84 36 43 47 42 216 101 52 35 24 98 96 48 415 25 27 45 110 95 70 20 20
internal_value=0 0.000369586 0.000670434 0.000461722 0.000679166 0.000241425 0.000353516 0.000683561 0.000686375 0.000586573 0.000681042 0.000455809 0.000167342 0.000701345 0.000373904 0.000416325 0.000474015 0.000649352 0.000203394 0.000637693 0.000453861 0.00064373 0.000620983 0.000630909 0.000698506 0.000614632 0.000604447 0.000572556 0.000378333 0.000179108
internal_weight=0 691 2430 402 2335 289 115 2294 2271 166 2187 95 174 1333 236 135 83 854 140 130 73 811 396 371 72 299 275 180 67 42
internal_count=3121 691 2430 402 2335 289 115 2294 2271 166 2187 95 174 1333 236 135 83 854 140 130 73 811 396 371 72 299 275 180 67 42
is_linear=0
shrinkage=0.00196078


Tree=7442
num_leaves=31
num_cat=0
split_feature=1 12 148 1 49 132 49 3 15 15 12 16 1 0 4 4 13 4 0 41 12 43 52 47 16 52 12 483 12 1
split_gain=0.214287 0.0429319 0.035626 0.045606 0.0324297 0.0328153 0.0333673 0.059412 0.0370479 0.0292782 0.0277691 0.0434158 0.0262175 0.0254553 0.0246155 0.023429 0.0311231 0.0229434 0.0249943 0.0230236 0.0196656 0.0189569 0.0183968 0.0175963 0.0195591 0.0255072 0.0230355 0.0218472 0.0180297 0.0189393
threshold=0.11146500000000002 0.078300000000000008 -0.043434999999999994 0.12337000000000002 -0.087004999999999985 0.082150000000000015 -0.023059999999999997 0.11924500000000002 -0.094329999999999983 -0.059484999999999989 -0.086254999999999984 -0.14771999999999999 0.16773500000000005 -0.078904999999999989 -0.15764999999999998 -0.0086549999999999978 0.0076650000000000008 0.40124500000000002 -0.14920999999999998 0.079395000000000007 -0.097494999999999984 -0.079734999999999986 -0.063789999999999986 0.13827000000000003 0.061255000000000011 -0.11592499999999999 0.11903500000000002 0.086010000000000017 -0.081419999999999979 0.13604000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 9 -1 6 8 10 -6 15 13 -12 23 20 -13 -4 21 18 19 -3 -8 -17 -23 24 26 -26 27 28 -5 -30
right_child=2 17 3 12 5 -7 7 -9 -10 -11 11 14 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0058838301590901426 -0.00059872580153144857 0.0082351756253928859 0.0053847361530642958 0.0013332152758569768 -0.0016383130386795686 0.00031144287878353345 0.0062481668722327985 -0.0011539101001939603 0.0028440356371618849 0.0060970073901390771 0.0088070316096911065 0.0059064017689899745 -0.0018081473834488705 -0.00032037789635069202 0.003413203054794459 0.0001593962418701267 -0.0013442697562277318 0.0011391023706112588 0.0044044097145325171 0.0040587962541559879 0.0023336015103709406 0.0018119950630029456 0.0047303942994740625 0.0045654278271831574 0.00095511282243850569 0.0057705417021431706 0.0039713754145296936 0.0029673881926540954 -0.0031397341310770975 0.00022462725332430143
leaf_weight=47 48 33 30 57 23 38 21 21 93 34 26 66 23 20 99 20 20 21 2047 22 33 36 54 20 22 22 23 31 27 44
leaf_count=47 48 33 30 57 23 38 21 21 93 34 26 66 23 20 99 20 20 21 2047 22 33 36 54 20 22 22 23 31 27 44
internal_value=0 0.00423383 0.00199452 0.00226336 0.00338703 0.00312032 0.00338584 0.00396606 0.00195529 0.00343204 0.00437179 0.00500897 0.00142052 0.0027272 0.00441048 0.00286574 0.00228443 0.00442807 0.00446093 0.00656462 0.00385593 0.00294419 0.00356303 0.00172239 0.00147079 0.00336283 0.00101338 0.000585491 8.62538e-06 -0.00105478
internal_weight=0 2610 511 463 487 440 402 286 116 194 265 191 269 74 165 160 130 2123 2102 55 54 110 90 246 226 44 182 159 128 71
internal_count=3121 2610 511 463 487 440 402 286 116 194 265 191 269 74 165 160 130 2123 2102 55 54 110 90 246 226 44 182 159 128 71
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=31
num_cat=0
split_feature=4 2 12 2 1375 2 15 15 15 47 52 3 2 52 47 48 0 96 1 1 1 401 12 1446 4 399 1446 52 11 0
split_gain=0.176387 0.0564259 0.036459 0.0397051 0.0357308 0.0313824 0.0304918 0.0268046 0.0259525 0.0253482 0.0319536 0.0386084 0.0237915 0.0292276 0.0237123 0.0229935 0.021384 0.0241824 0.0212457 0.0223532 0.0223533 0.023966 0.0212047 0.0418203 0.0268581 0.0409583 0.0254456 0.0253678 0.0318163 0.0371872
threshold=0.27287000000000006 0.14285500000000004 1.0000000180025095e-35 -0.0091949999999999983 -0.27302499999999996 0.25063000000000007 1.0000000180025095e-35 0.10549000000000001 -0.23060499999999998 0.077555000000000013 -0.091869999999999993 0.11296500000000002 0.092120000000000021 1.0000000180025095e-35 0.11635500000000001 0.084485000000000018 -0.070154999999999981 0.083725000000000008 0.095950000000000021 0.10439500000000002 0.11910500000000002 0.085900000000000018 0.092550000000000007 0.10573500000000001 -0.059649999999999988 0.088080000000000006 0.088500000000000009 0.088555000000000009 1.0000000180025095e-35 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -5 18 9 -8 -4 10 -6 12 -12 15 -11 -14 -1 -18 -2 -20 -21 -22 26 24 25 -24 27 28 29 -10
right_child=5 -3 8 4 6 -7 7 -9 22 14 11 -13 13 -15 -16 -17 17 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035652636444534766 0.0047856970131397248 0.0012713665290463591 0.007507757325324097 -0.0004903891893759878 0.0046022693267358207 -0.0021186731367682419 0.0079891393437199962 0.0037524509782087992 0.00013354511465877295 0.005731054175782558 0.0042125493868239109 -0.001477736930246465 -0.0017968859953624715 0.0039500892077371282 0.0022580949256994893 0.0020635773321070398 -0.0020137903266974413 0.0022960703242975084 -0.0016493405543521725 0.0028020157435230007 0.0013854094767070278 -0.0022875081421807409 0.0040369665771933317 -0.00084173526237940513 0.003109153098009727 0.0085849696859007785 0.0059321656923764102 0.0032853920277138718 0.0064844750441037692 0.0042945230875001839
leaf_weight=22 20 89 21 22 70 24 28 32 22 66 62 26 27 37 28 36 30 23 22 107 159 20 347 21 395 21 81 292 65 906
leaf_count=22 20 89 21 22 70 24 28 32 22 66 62 26 27 37 28 36 30 23 22 107 159 20 347 21 395 21 81 292 65 906
internal_value=0 0.0037485 0.00383077 0.00306903 0.00343618 0.00137195 0.00364586 0.00572957 0.00400936 0.00329068 0.00277846 0.00209938 0.00267348 0.00171926 0.00469656 0.000409093 0.000944423 -0.000143473 0.00162736 0.00142227 0.00165855 0.000975028 0.00397519 0.00356065 0.00368182 0.0042965 0.00421311 0.00410475 0.00434569 0.00419588
internal_weight=0 2769 2680 509 434 352 412 60 2171 352 258 188 162 100 94 63 75 53 328 308 286 179 2150 784 763 368 1366 1285 993 928
internal_count=3121 2769 2680 509 434 352 412 60 2171 352 258 188 162 100 94 63 75 53 328 308 286 179 2150 784 763 368 1366 1285 993 928
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=31
num_cat=0
split_feature=4 2 12 49 150 2 3 149 49 3 3 1186 15 12 1 133 12 403 401 4 403 4 3 403 1208 1456 12 0 1428 472
split_gain=0.142874 0.0476 0.0371645 0.0316463 0.0314799 0.0345628 0.0265684 0.0236413 0.0230008 0.0216865 0.0357275 0.0219988 0.0211275 0.0211101 0.0203564 0.0203019 0.0311843 0.0306797 0.0521709 0.0452701 0.0283476 0.0497676 0.0296293 0.0267617 0.0256302 0.0253348 0.0275157 0.0237099 0.0235946 0.0462388
threshold=0.27287000000000006 0.17025000000000004 1.0000000180025095e-35 0.14321000000000003 0.12244500000000001 -0.0091949999999999983 0.63141500000000017 0.07770500000000001 -0.046979999999999987 0.30112000000000005 0.12745000000000004 0.083980000000000013 -0.23060499999999998 0.15120000000000003 0.12165500000000001 0.11524500000000001 0.086655000000000024 -0.072624999999999981 -0.06959499999999999 -0.076229999999999978 -0.53101999999999994 -0.080744999999999997 -0.087519999999999987 -0.0091899999999999985 1.0000000180025095e-35 0.056265000000000009 0.084405000000000022 -0.086409999999999987 0.08622500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -2 10 11 -7 -4 15 -10 24 -17 18 -18 20 21 -20 -22 -19 25 28 27 -27 -14 -30
right_child=6 -3 12 -5 -6 9 -8 -9 14 -11 -12 -13 13 -15 -16 16 17 23 19 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00098149509170800966 -0.0011049799325471548 -0.0004015735463436806 0.0067569815442853039 -0.00048595788068875361 -0.0010299554024823011 0.0035819651221928117 -0.0023049366427585483 0.0042841762476773177 0.0024836592741833987 0.0012729527248831636 0.0076272952126427776 0.00024243012358922335 0.0034920951780430228 0.00062045751741000767 0.00072962854495901971 -0.00024365522770275331 0.0081743908259086315 -0.0015020943421404809 0.0052303547813632601 0.0012380042540364718 0.0039488826862311569 -0.00077566802925006914 0.0085978484461800408 0.0025681368884674853 0.0070520612755385435 0.0050827590593447297 0.0040229404433594308 0.0094462145288707697 0.0024817385986723281 0.0081009110828745186
leaf_weight=71 38 33 21 30 20 325 20 27 121 44 21 21 1556 24 146 29 25 20 37 67 29 22 26 84 23 33 129 20 27 32
leaf_count=71 38 33 21 30 20 325 20 27 121 44 21 21 1556 24 146 29 25 20 37 67 29 22 26 84 23 33 129 20 27 32
internal_value=0 0.00337365 0.00341919 0.00266902 0.00285757 0.00301888 0.00123475 0.00144799 0.00119692 0.00337083 0.00362235 0.00337928 0.00360026 0.0035699 0.00152453 0.00360268 0.00289216 0.00318551 0.00389236 0.00330092 0.00451333 0.00299082 0.00614658 0.0017854 0.00373503 0.00369257 0.00481107 0.00672935 0.00356652 0.00552943
internal_weight=0 2769 2736 532 502 482 352 332 305 411 367 346 2204 2183 267 2159 339 310 206 181 114 59 55 104 1820 1797 182 53 1615 59
internal_count=3121 2769 2736 532 502 482 352 332 305 411 367 346 2204 2183 267 2159 339 310 206 181 114 59 55 104 1820 1797 182 53 1615 59
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=31
num_cat=0
split_feature=1 2 11 2 106 11 456 457 1 0 40 43 401 1447 4 160 160 1 483 50 157 16 16 42 13 13 1456 1429 133 157
split_gain=0.116236 0.0406012 0.0317952 0.0296586 0.0272553 0.0239308 0.0229133 0.0244187 0.0335389 0.0416654 0.0238268 0.0253474 0.0216399 0.0210623 0.0271871 0.0196131 0.0421786 0.0193806 0.0236545 0.0193021 0.0342917 0.0271238 0.0282552 0.0224439 0.0272092 0.0190715 0.0189977 0.0307245 0.100001 0.0473002
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 0.097385000000000013 0.085655000000000009 0.085155000000000022 0.092050000000000007 0.083415000000000017 0.10060500000000001 -0.23091999999999999 0.0046150000000000002 0.41889000000000004 0.083100000000000021 -0.074869999999999978 -0.50427999999999995 -0.082299999999999984 -0.063384999999999983 0.16773500000000005 0.098395000000000024 -0.099524999999999988 0.12040000000000002 0.40737000000000007 0.24134000000000003 -0.085874999999999993 0.090705000000000008 0.097995000000000013 0.056265000000000009 0.084770000000000012 0.085760000000000017 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 12 -4 7 10 -9 -10 11 13 26 -5 -15 -16 -17 18 -2 -18 21 22 23 -21 -25 -23 27 -1 29 -29
right_child=17 3 5 6 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 16 19 -19 -20 20 -22 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0031279903709074868 0.0010348345854851101 -0.0013735247263684869 0.0078184205586484708 -0.00020673531816219507 0.00015892973691546198 0.0038132302316703972 -0.00065499513829391539 0.0040476649536603047 0.002629781001070071 -0.0033590270474982949 -0.00060274757648585368 0.0056924799216851113 0.0042209361577132606 0.0054306618612593952 0.0041146954954629543 -0.0011091785874375473 0.0045777536225410148 -0.0017447719390949479 0.0045901299524120989 0.005672865353889116 -0.00083717698961945954 0.0056242146558361135 -0.00026065971957192429 0.0027293999102923783 -0.00095036113211377114 0.0020110614154310452 0.0041333542890531726 -0.0058623136824462567 0.0044823754066865978 0.00093283407851621242
leaf_weight=1438 291 20 26 23 29 35 22 22 21 26 20 31 204 39 84 31 49 23 20 23 29 48 37 232 22 21 170 20 44 21
leaf_count=1438 291 20 26 23 29 35 22 22 21 26 20 31 204 39 84 31 49 23 20 23 29 48 37 232 22 21 170 20 44 21
internal_value=0 0.00303044 0.00327263 0.00242892 0.00320144 0.00552036 0.00252641 0.00261875 0.000825208 -0.000683177 0.00279836 0.00290004 0.00324795 0.00276436 0.00287547 0.00270247 0.00246135 0.00105632 0.00126347 0.00270145 0.0024783 0.00272934 0.00233485 0.00268155 0.00241068 0.00452456 0.00313071 0.00301879 0.00117139 -0.00238187
internal_weight=0 2787 1987 800 1926 61 780 758 69 47 689 669 1897 638 615 576 492 334 311 461 412 383 314 277 254 69 1693 1523 85 41
internal_count=3121 2787 1987 800 1926 61 780 758 69 47 689 669 1897 638 615 576 492 334 311 461 412 383 314 277 254 69 1693 1523 85 41
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 2 4 4 4 3 2 4 14 16 0 14 47 158 0 4 50 2 13 13 3 4 3 160 16
split_gain=9.24232 1.19623 1.08333 0.646437 0.595073 0.43995 0.34104 0.314456 0.307313 0.282119 0.249703 0.219757 0.222556 0.168654 0.164613 0.130576 0.128811 0.122403 0.109264 0.0894682 0.0827559 0.0783209 0.0957615 0.097409 0.0892103 0.0781205 0.0767506 0.107752 0.0781332 0.0760366
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.12958500000000003 0.13501500000000002 -0.17966999999999997 0.40124500000000002 0.042705000000000007 -0.11171999999999999 0.14838000000000004 0.27834500000000006 0.076175000000000007 -0.040964999999999994 -0.076579999999999995 0.062655000000000016 0.077555000000000013 0.077000000000000013 -0.10836499999999999 0.26790000000000008 0.089465000000000017 0.08734500000000002 -0.052719999999999996 -0.10278499999999999 -0.010424999999999999 -0.42529999999999996 0.090900000000000009 -0.010514999999999998 -0.011989999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 11 9 -6 -5 13 -1 12 -3 15 -7 19 17 26 20 -4 -11 22 23 -17 -24 -14 -12 28 -28 -9
right_child=1 5 6 8 7 14 -8 29 -10 18 16 -13 25 -15 -16 21 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00039235153380908562 0.00033727729974136799 0.00036013838575345368 0.00050321669956924868 0.00057887920876613754 0.00061215734244937322 0.00028970810183373937 0.00042882713340676898 0.0004140260673788389 0.00034709092672911748 0.00054526920341474796 0.00064672872152096359 0.00011839710518055017 0.0002661456887101169 0.00073016243226932669 0.00052184342266687375 0.00058995750215318471 0.0007422669538680245 0.00068790884779802719 0.00062207434210397798 0.0006353613100292684 0.00041389945237075583 0.0006445767780452567 0.00047286365665960231 0.00040325825293540101 0.00060242164408538161 0.00015944836699592849 0.00046003754768106673 0.00043620589901419247 0.00059425085169788241 0.00031732644424267421
leaf_weight=27 181 45 20 91 28 23 37 108 29 151 29 82 41 59 24 21 20 32 68 1306 21 95 22 22 287 74 21 32 81 44
leaf_count=27 181 45 20 91 28 23 37 108 29 151 29 82 41 59 24 21 20 32 68 1306 21 95 22 22 287 74 21 32 81 44
internal_value=0 0.000324753 0.000597271 0.000411265 0.000506584 0.000234649 0.000615417 0.000421209 0.000522864 0.000618749 0.000570086 0.000200934 0.000243234 0.00062703 0.000408245 0.000623598 0.000592406 0.000577035 0.000555536 0.000633368 0.00052923 0.000594617 0.000581133 0.000494437 0.000593197 0.000197488 0.000555269 0.000535475 0.000566619 0.000386034
internal_weight=0 590 2531 301 422 289 2109 180 120 2072 242 242 160 1832 47 1773 215 195 240 1326 172 447 352 43 309 115 163 134 102 152
internal_count=3121 590 2531 301 422 289 2109 180 120 2072 242 242 160 1832 47 1773 215 195 240 1326 172 447 352 43 309 115 163 134 102 152
is_linear=0
shrinkage=0.00196078


Tree=7447
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 4 16 1 2 1 1 1 2 2 50 1 475 52 2 52 0 49 1 52
split_gain=21.5858 3.38539 1.99808 1.5738 1.15648 1.01822 0.760572 0.694845 0.629603 0.578999 0.519774 0.480049 0.408651 0.325083 0.408111 0.277364 0.260338 0.231233 0.225659 0.206186 0.200328 0.153923 0.14186 0.126733 0.106205 0.104981 0.11824 0.103232 0.0965463 0.0894403
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14530500000000005 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 1.0000000180025095e-35 0.09253500000000002 -0.062539999999999984 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.122715 0.13436000000000001 0.13075500000000004 0.088850000000000012 -0.0091949999999999983 0.041865000000000006 0.12000500000000001 -0.066784999999999983 -0.088204999999999992 0.11411 -0.55252499999999982 -0.030209999999999997 -0.054319999999999993 0.15964000000000003 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 7 13 21 12 -9 -4 -11 -6 18 19 23 -13 24 -1 -15 28 -3 -14 -2 -5 -24 29 -12 -7 -27
right_child=1 5 10 17 8 20 -8 9 -10 11 27 16 22 14 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00094331030924628802 0.00091984407636034227 0.00041964489507491517 0.00081122932652701138 0.00064975166576805793 0.00056058222902756103 0.00021419621100931456 0.0011132881452855187 0.00075126793552068329 0.00057455531657191606 0.00069529491151161006 0.00058664561366402433 0.0004548650821364239 0.00093167840984971625 0.0006975402777660431 0.00060474331024637203 0.00063979579205042294 0.00024982347500090507 0.00030960425170704578 0.00089270666498275078 0.00089082547034404478 0.00037781918010113084 0.00024614673354389038 0.0009665829321694753 0.00078850845814126878 0.00047679574267686821 0.00080405206055149533 0.00072501549369863544 0.00043019647041428775 6.2909846464830998e-05 0.00087235473737542666
leaf_weight=952 57 28 34 21 20 55 76 30 39 29 34 159 65 23 23 29 28 24 526 274 23 66 21 56 39 151 41 31 23 144
leaf_count=952 57 28 34 21 20 55 76 30 39 29 34 159 65 23 23 29 28 24 526 274 23 66 21 56 39 151 41 31 23 144
internal_value=0 0.000489873 0.000887669 0.000685009 0.000899141 0.000389872 0.000921155 0.000441223 0.000813375 0.000496017 0.000614786 0.000460566 0.000834447 0.000913033 0.000856371 0.000810857 0.000424164 0.000472266 0.000925301 0.000875857 0.000217006 0.000297827 0.000847426 0.000854757 0.00053733 0.000832086 0.00082368 0.000512031 0.000169586 0.000837393
internal_weight=0 667 2454 226 2355 441 1874 340 481 246 99 216 442 1798 320 142 187 84 1478 297 101 94 422 113 60 357 336 65 78 295
internal_count=3121 667 2454 226 2355 441 1874 340 481 246 99 216 442 1798 320 142 187 84 1478 297 101 94 422 113 60 357 336 65 78 295
is_linear=0
shrinkage=0.00196078


Tree=7448
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 2 43 4 2 3 0 47 4 52 2 50 2 1 47 4 3 4 1 12 49 3 43 42 0
split_gain=13.2128 1.79028 1.4608 0.87766 0.785034 0.544708 0.436998 0.407112 0.372324 0.276479 0.273443 0.269265 0.265374 0.232501 0.196182 0.187813 0.173385 0.170593 0.168366 0.160473 0.151971 0.195047 0.118207 0.153766 0.117935 0.115792 0.168591 0.113423 0.113335 0.188674
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 0.089885000000000007 -0.025214999999999998 -0.16363499999999997 0.11177500000000001 -0.11171999999999999 -0.13027499999999997 0.077555000000000013 0.0082450000000000006 0.048770000000000008 0.13501500000000002 0.11266000000000001 0.11411 0.12656000000000003 0.091680000000000011 -0.062539999999999984 0.013900000000000001 -0.013514999999999998 0.07863500000000001 0.086505000000000012 -0.066019999999999981 -0.0080949999999999998 0.05259500000000001 0.084835000000000008 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 7 11 18 -6 -9 -1 -4 20 28 -7 22 -11 -2 -3 25 -12 -22 27 24 -24 26 -10 -8 -13 -30
right_child=1 5 6 -5 8 14 15 9 19 16 12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0004656132611236781 0.0006632079436219053 0.0003201209709892376 0.00086487907608967551 0.00035234320549945586 0.00068141461351790952 8.1733147119369582e-05 0.00071495091066505314 0.00053982552161553567 0.00037823625180233761 0.00031107097526619315 0.0007322819578635311 0.00074593878293120546 0.00084314607905552669 0.00060412454410156452 0.00026992586115858543 0.00053346348333181887 0.000508728705130928 0.00046340075084099581 0.00019368728191205639 0.00057265039069188083 0.00067329124582034576 0.00051090187740092179 0.0008052587129321752 0.00048224987064981285 0.00064971914126633694 0.00036369692082750186 0.00059750554563413013 0.00063852900924508038 0.00071496975277207035 0.0005296215082978607
leaf_weight=26 92 80 53 74 31 57 336 39 28 91 57 641 32 61 34 37 21 20 82 31 72 47 20 20 298 72 26 96 525 22
leaf_count=26 92 80 53 74 31 57 336 39 28 91 57 641 32 61 34 37 21 20 82 31 72 47 20 20 298 72 26 96 525 22
internal_value=0 0.000358862 0.000684701 0.000518046 0.000579393 0.000285575 0.000705773 0.000324396 0.000485042 0.000397642 0.000655197 0.000727994 0.000678895 0.000722185 0.000152047 0.000669922 0.000348132 0.000627528 0.000256124 0.000446268 0.000649031 0.000609154 0.000676479 0.000649013 0.000659502 0.000415174 0.00048381 0.000697968 0.000728247 0.000707515
internal_weight=0 590 2531 186 422 404 2109 313 188 151 234 1302 208 1249 91 807 112 112 162 157 176 119 770 338 318 126 54 432 1188 547
internal_count=3121 590 2531 186 422 404 2109 313 188 151 234 1302 208 1249 91 807 112 112 162 157 176 119 770 338 318 126 54 432 1188 547
is_linear=0
shrinkage=0.00196078


Tree=7449
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 14 39 2 1 0 49 4 4 52 150 1 49 47 12 2 4 1 157 4 0 159 0 52 52
split_gain=23.406 3.77626 2.04222 1.67887 1.41043 1.18996 0.799349 0.673017 0.63313 0.515288 0.407963 0.629532 0.40112 0.381958 0.378545 0.352067 0.345766 0.312975 0.311283 0.243913 0.17187 0.169198 0.166517 0.160346 0.154412 0.150066 0.161755 0.142399 0.13553 0.133449
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.31534000000000006 0.062655000000000016 0.087735000000000021 0.14285500000000004 0.077845000000000011 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 -0.17966999999999997 0.048770000000000008 1.0000000180025095e-35 0.083135000000000014 -0.054984999999999992 1.0000000180025095e-35 0.09141500000000001 0.14122000000000004 -0.52556499999999995 0.13075500000000004 -0.08107499999999998 0.057560000000000007 -0.076899999999999982 0.094385000000000011 0.14486500000000005 0.039215000000000007 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 7 10 13 15 -4 11 16 19 -3 -7 24 -1 -2 -9 21 29 -12 -5 -21 27 -23 -27 -6 -26 -15
right_child=1 5 9 22 8 14 -8 18 -10 -11 12 -13 -14 20 -16 -17 -18 -19 -20 23 -22 25 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.00091465655249442219 0.00063538125632088614 0.00079152249457205043 0.00086975891341348319 0.00055145687055378366 0.00090967516384245835 0.0001085572777361467 0.0011518638718805766 0.00031516378286211712 0.00059703098120268054 0.00055437678956585734 0.0011488944698579274 0.0010772824563361981 0.00084113759153029496 0.00050541448866111183 0.000369973537633507 0.00064254191852213254 0.00069158241249977549 0.00088490371214592018 0.00052048112426168335 0.0007614528375958639 0.00033442084732301095 0.00098543570154799244 0.00035820801356606477 0.00093683911936461701 0.00073406199137178983 0.00083919656345573797 0.001028883279538622 0.00074541039180521876 0.00088684650299253787 0.00067703587313493088
leaf_weight=44 23 20 28 60 261 57 79 122 39 69 23 36 104 135 34 27 68 121 37 21 20 1017 24 439 49 56 25 22 41 20
leaf_count=44 23 20 28 60 261 57 79 122 39 69 23 36 104 135 34 27 68 121 37 21 20 1017 24 439 49 56 25 22 41 20
internal_value=0 0.000511347 0.00092423 0.000716542 0.000935734 0.000406214 0.000958746 0.000457622 0.000835505 0.000645415 0.000950423 0.000851721 0.000959093 0.000534823 0.000206229 0.000858757 0.000779219 0.000845049 0.000362942 0.000966852 0.000505486 0.000982453 0.000496243 0.000928832 0.000874407 0.000978966 0.000897742 0.000896905 0.000803664 0.000527559
internal_weight=0 673 2448 228 2351 445 1912 354 439 97 1833 148 1685 195 91 400 112 144 159 1581 175 1121 84 460 373 1098 81 283 90 155
internal_count=3121 673 2448 228 2351 445 1912 354 439 97 1833 148 1685 195 91 400 112 144 159 1581 175 1121 84 460 373 1098 81 283 90 155
is_linear=0
shrinkage=0.00196078


Tree=7450
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 10 391 16 123 3 16 15 16 150 2 51 11 159 1429 42 3 51 133 1 16 0 130 1213 2
split_gain=0.304739 0.0762968 0.0404688 0.0478069 0.040161 0.0365222 0.0344997 0.0294401 0.0291904 0.0257401 0.0245307 0.0270684 0.027784 0.0245242 0.0243284 0.0236514 0.0231959 0.0330369 0.0234335 0.0517505 0.0405616 0.0370299 0.0270356 0.0231201 0.0252736 0.0229745 0.026857 0.0404327 0.037315 0.0265345
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.090050000000000005 -0.062879999999999978 -1.0000000180025095e-35 -0.25582999999999995 0.11679000000000002 -0.24190499999999995 -0.0073349999999999986 -0.088749999999999982 -0.097644999999999996 0.082565000000000013 0.14960000000000004 0.11144500000000002 0.078065000000000009 0.030370000000000005 0.057970000000000008 1.0000000180025095e-35 -0.079724999999999976 -1.0000000180025095e-35 0.085520000000000013 0.091195000000000012 -0.094359999999999986 -0.081894999999999982 0.091705000000000023 0.104315 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 9 5 13 -4 -7 14 -3 -10 -12 -13 23 -2 -9 17 18 25 21 -21 22 -20 24 -1 -15 27 28 29 -27
right_child=1 2 6 -5 -6 7 -8 15 10 -11 11 12 -14 16 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0081738027832470844 0.0017484772644820624 0.0026753855727947454 -0.0031334970612078906 0.0074931697244755933 0.0010898480292367326 0.001106887137866579 0.0014328417036151037 0.0050695712776255702 0.0081771234060094393 -0.0010164053598418832 0.0076112674226841114 0.00065217514755204324 0.0047727455598780789 0.0036143945795483884 0.0055538931531676407 0.0020106200612365053 0.0025452129230834545 0.0092959664683197243 0.0099069204367697242 0.0045688360414351337 -0.0017236855612801655 0.0026006926371095083 0.0055806081327878371 0.0043335683017046121 0.0042796811979496849 0.0065323863856576736 0.0051051723157900016 0.010606729672290385 0.0030007170188534812 0.004826880672411429
leaf_weight=100 56 339 21 20 22 20 78 908 24 20 26 20 90 50 24 26 25 24 20 20 21 30 52 28 20 512 356 20 38 111
leaf_count=100 56 339 21 20 22 20 78 908 24 20 26 20 90 50 24 26 25 24 20 20 21 30 52 28 20 512 356 20 38 111
internal_value=0 0.00299497 0.00226454 0.0027348 0.00534283 0.00538213 0.000464224 0.00490313 0.00444976 0.00246971 0.00522959 0.00470944 0.00402355 0.00570236 0.0028901 0.00498442 0.00556134 0.00562147 0.00554977 0.00434636 0.00134584 0.00555246 0.00678236 0.00692104 0.00752478 0.00570809 0.00580903 0.00617699 0.00604295 0.00622852
internal_weight=0 718 478 379 2403 2381 99 954 240 359 160 136 110 1427 80 934 1279 1254 1230 143 41 102 72 148 120 1087 1037 681 661 623
internal_count=3121 718 478 379 2403 2381 99 954 240 359 160 136 110 1427 80 934 1279 1254 1230 143 41 102 72 148 120 1087 1037 681 661 623
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 47 1 2 2 2 4 1 52 1 2 160 16 3 16 47 14 4 0 4 43 131 15
split_gain=15.2944 2.5668 1.60327 1.3646 0.835048 0.795905 0.568523 0.482444 0.472374 0.407433 0.359189 0.326383 0.315287 0.293579 0.178853 0.165071 0.152629 0.246664 0.151741 0.126097 0.112922 0.105276 0.10486 0.115763 0.103862 0.0992853 0.097343 0.0964457 0.0964226 0.12088
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.077845000000000011 0.11474000000000002 0.14285500000000004 0.089885000000000007 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.088975000000000012 0.09678500000000001 -0.067824999999999983 0.27776000000000006 -0.11171999999999999 0.11346000000000002 0.090100000000000013 -0.23083499999999998 0.23246000000000003 -0.072594999999999979 -0.016959999999999999 -0.080324999999999994 0.082750000000000004 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 22 7 12 11 -5 24 13 14 -4 -1 -14 19 -18 -15 20 -17 -6 23 -3 25 -7 -19 -11 29 -13
right_child=1 2 8 9 21 10 -8 -9 -10 27 -12 28 15 18 -16 16 17 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078351205343422437 0.00075177049573791526 0.00048579067236395796 0.00043270932056305693 0.00071068959994142458 0.00041137032356916689 0.00082185701662752808 0.0009154820731248842 0.00046221430707264711 0.00046544211764119577 0.00047757247891036183 0.00039149197975015329 0.00021105454649028137 0.00084284804098909427 0.00037285338927263618 0.00072449555243354479 0.00064887995095848339 0.00045210148936553215 0.00080250524210207386 0.00019188459055786262 0.0006676144486676528 0.00074517654454530843 0.00059566684083850409 0.00049896958177279513 0.00035869952928711937 0.00057305621165855251 0.00064606989033861098 0.00061586920439807421 0.0003150008641087505 0.0002627509466244602 5.1929900399865761e-05
leaf_weight=1092 76 33 39 28 26 21 84 22 37 47 24 29 43 23 241 51 21 22 79 119 571 22 33 167 30 30 21 20 20 50
leaf_count=1092 76 33 39 28 26 21 84 22 37 47 24 29 43 23 241 51 21 22 79 119 571 22 33 167 30 30 21 20 20 50
internal_value=0 0.000411819 0.000369808 0.000742417 0.000751789 0.000460439 0.000757161 0.000751124 0.000259219 0.000512055 0.000602177 0.000227426 0.000754039 0.000288015 0.000772842 0.000724481 0.000718158 0.000626289 0.000232691 0.000726093 0.000737281 0.00049584 0.000396566 0.00037967 0.000664602 0.000718453 0.000711357 0.000429044 0.000141132 0.000110343
internal_weight=0 691 615 2430 2335 338 2287 2203 277 95 105 240 2181 141 1333 848 805 64 102 741 622 48 233 200 81 51 43 67 99 79
internal_count=3121 691 615 2430 2335 338 2287 2203 277 95 105 240 2181 141 1333 848 805 64 102 741 622 48 233 200 81 51 43 67 99 79
is_linear=0
shrinkage=0.00196078


Tree=7452
num_leaves=31
num_cat=0
split_feature=1 12 52 1 0 148 12 15 1 2 2 49 2 160 3 4 4 0 4 12 1 0 48 160 402 12 160 160 49 13
split_gain=0.309672 0.0576768 0.047985 0.041426 0.0449469 0.0379368 0.0354842 0.0376827 0.0378867 0.0349882 0.0312567 0.0331218 0.036179 0.0307196 0.0269439 0.0419857 0.0247913 0.0243267 0.0236451 0.0206413 0.0320906 0.0204242 0.0320969 0.0481572 0.024898 0.0457571 0.0247215 0.0210423 0.0204125 0.0255231
threshold=0.11146500000000002 0.078300000000000008 -0.26636999999999994 0.15471500000000002 -0.026509999999999995 -0.043434999999999994 0.11734000000000001 -0.077219999999999983 0.11588000000000001 0.12043500000000001 -0.0091949999999999983 -0.087004999999999985 0.098035000000000011 -0.076689999999999994 0.092670000000000016 -0.031404999999999995 -0.17966999999999997 -0.075684999999999988 0.053180000000000012 -0.10022999999999999 0.12337000000000002 -0.086074999999999985 0.092475000000000016 -0.059339999999999997 -0.012254999999999999 0.086095000000000019 -0.54784999999999984 -0.53327999999999987 -0.050619999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 5 -5 -4 7 13 -9 10 -1 -12 14 -7 16 -16 -13 -10 21 -15 -21 24 26 -24 25 -3 -23 -28 -14 -30
right_child=2 18 3 4 -6 6 -8 8 17 -11 11 12 28 19 15 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0024135161365848035 0.0056335302426459948 0.011794649960384483 -0.00021124971045051206 0.0020849270841738743 -0.00412199882499408 0.0037244137817372884 0.006284819611605129 0.0081267040843764956 0.00033722777152433991 0.0012991424662888878 0.0076700139211760346 0.0095113707566633829 0.0010826830631764284 0.0040457238695429023 0.0060629858592713796 0.00026969502849335023 0.0056967421922245595 0.0044882971492673585 0.0045797617382586546 0.0025271304164455029 -0.00036525141316484557 0.0081782420220620489 -0.00069401145779660772 0.005066039170970784 0.0059185724656225479 0.005570808636817943 0.0023060241381504705 0.005500013077118387 0.0024040443153353409 0.0051592055935179813
leaf_weight=60 47 21 43 28 20 75 29 21 20 36 38 20 29 24 29 22 115 48 244 68 88 34 21 47 548 27 21 1160 58 80
leaf_count=60 47 21 43 28 20 75 29 21 20 36 38 20 29 24 29 22 115 48 244 68 88 34 21 47 548 27 21 1160 58 80
internal_value=0 0.00528073 0.00258878 0.00228036 -0.000501292 0.00260132 0.00292556 0.00264237 0.00441397 0.00429922 0.0045387 0.00486481 0.00456284 0.00202404 0.00552211 0.00356392 0.00626187 0.00326739 0.00550587 0.00131556 0.00089553 0.00562614 0.00540143 0.0032872 0.00610986 0.00829374 0.00551975 0.00544322 0.00349442 0.00400124
internal_weight=0 2610 511 464 48 416 373 344 89 487 451 391 353 255 186 51 135 68 2123 180 156 1879 1283 68 596 48 1215 1181 167 138
internal_count=3121 2610 511 464 48 416 373 344 89 487 451 391 353 255 186 51 135 68 2123 180 156 1879 1283 68 596 48 1215 1181 167 138
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=31
num_cat=0
split_feature=1 52 12 1 12 1 12 4 47 43 4 14 1 12 2 150 2 15 3 0 43 10 0 43 3 15 4 4 15 4
split_gain=11.411 1.42796 1.27236 0.973254 0.686018 0.650176 0.42667 0.346363 0.339064 0.281128 0.254148 0.187763 0.158051 0.156638 0.153939 0.137798 0.123108 0.108927 0.105079 0.100312 0.0971292 0.0959918 0.0959292 0.0892416 0.125397 0.0813796 0.101913 0.15648 0.0808476 0.0852611
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13436000000000001 0.088105000000000003 0.10124500000000002 0.091475000000000015 0.40473500000000007 0.13082500000000002 -0.073404999999999984 0.053180000000000012 0.076175000000000007 0.087325000000000014 0.13597000000000004 0.10803500000000001 0.087380000000000013 0.17025000000000004 -1.0000000180025095e-35 0.095270000000000007 -0.11991499999999998 -0.083134999999999987 -0.39453499999999991 -0.14001499999999997 -0.025214999999999998 0.31299000000000005 -0.15026499999999995 -0.062539999999999984 -1.0000000180025095e-35 -0.03241999999999999 0.41379000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 23 9 11 -6 16 12 13 22 17 19 15 25 -5 -1 20 -8 -7 -18 -4 -3 28 -11 -27 -28 29 -25
right_child=1 3 6 8 7 18 10 -9 -10 14 -12 -13 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00065642535394313292 0.00063985336802304239 0.00026321956012316842 0.00054758761262253309 0.00019266236222892678 0.00057789748180077556 0.00039741661618737613 0.00077591965194134154 0.00033783421650821085 0.00041256916168553139 0.00076036147122502111 0.00054144847363694557 0.00079794701725524001 0.0003900764523397388 0.00049197092763147618 0.00047713772472895045 0.00051254119075224618 0.00016305198787035894 0.00045648671504037053 0.0004681855061804607 0.00063497631436319226 0.00022612466714253614 -8.7752074697146224e-06 0.00067279866734539775 0.00049102937473970295 0.00024416930925473957 0.00068769161193783757 0.00046725252731924966 0.00064525016601763518 0.00027043185015074235 0.00035408592472473778
leaf_weight=22 52 108 24 122 68 35 20 35 23 22 139 46 41 29 30 34 25 20 39 663 20 25 1188 29 38 72 28 59 21 44
leaf_count=22 52 108 24 122 68 35 20 35 23 22 139 46 41 29 30 34 25 20 39 663 20 25 1188 29 38 72 28 59 21 44
internal_value=0 0.000329575 0.000632382 0.000299585 0.000362467 0.000534101 0.000652048 0.000496323 0.000188979 0.000575303 0.000618139 0.000674986 0.000476677 0.000633111 0.000608715 0.000627074 0.00015908 0.000561216 0.000390333 0.000639103 0.000335129 7.71384e-05 0.000670319 0.00030502 0.000339221 0.000648589 0.000633123 0.000587964 0.000377646 0.000408488
internal_weight=0 590 2531 538 343 422 2109 103 195 328 851 1258 83 712 245 215 172 42 94 683 55 50 1212 240 132 181 159 87 94 73
internal_count=3121 590 2531 538 343 422 2109 103 195 328 851 1258 83 712 245 215 172 42 94 683 55 50 1212 240 132 181 159 87 94 73
is_linear=0
shrinkage=0.00196078


Tree=7454
num_leaves=31
num_cat=0
split_feature=1 3 4 0 2 2 15 1 12 3 0 2 52 1375 11 9 12 4 2 15 15 133 13 16 16 15 15 151 131 4
split_gain=0.30249 0.0731386 0.0387149 0.0383976 0.0327758 0.0282707 0.0272922 0.0268055 0.0673245 0.0640744 0.0324104 0.0440322 0.034415 0.0341938 0.0266183 0.0260191 0.027601 0.0322822 0.0369165 0.0377636 0.0345572 0.0331341 0.0315918 0.0232557 0.022555 0.0472308 0.0285973 0.0292052 0.0218169 0.0203143
threshold=0.10337500000000001 -0.065229999999999996 0.40124500000000002 0.089620000000000019 0.090175000000000019 0.11474000000000002 -0.41942499999999994 0.08864000000000001 0.089410000000000003 -0.020429999999999997 0.051010000000000007 0.10672500000000001 0.024145000000000003 0.083830000000000002 1.0000000180025095e-35 0.099965000000000012 -0.12529499999999996 -0.17966999999999997 0.13712500000000002 0.013270000000000002 -0.079929999999999987 0.091250000000000012 -0.49353499999999995 -0.16075999999999999 -1.0000000180025095e-35 -0.026084999999999994 -0.076244999999999993 -0.030624999999999996 0.086835000000000009 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 15 23 6 -2 10 9 -9 13 12 -12 14 -6 16 22 -18 19 21 -20 24 -3 -1 26 -26 28 -28 -19 -25
right_child=1 3 -4 -5 7 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 17 18 20 -21 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=0.0076821745624659921 0.0017329200924861999 0.0025600577278445209 0.0011506137152371759 -0.0019090691891809305 0.0050785130801807507 0.0027201418034175215 0.0055836324808156527 -0.0027797359786927702 0.007754166435113112 0.0035905410042032602 0.0018773674277500027 -0.00019615060703542374 0.0072749927191546673 0.0089481906853616233 0.0086112224369902495 -0.00097400257079806633 0.0058149541243910788 0.0030927249770389782 0.0014235548696505201 0.0064110514916246759 -0.0031593242527118755 -0.0012820354910850849 0.0075618936604334294 0.0056515633171897615 0.0034044473777236095 -0.0029123457366949882 0.0028247719537466765 0.0081642287705714512 -0.0005109198892023414 0.0033646532271814065
leaf_weight=55 21 28 22 21 699 70 149 20 29 75 21 26 27 25 22 21 25 105 76 25 21 23 23 1342 29 20 20 21 20 40
leaf_count=55 21 28 22 21 699 70 149 20 29 75 21 26 27 25 22 21 25 105 76 25 21 23 23 1342 29 20 20 21 20 40
internal_value=0 0.00298715 0.00532633 0.00227199 0.00536491 0.00441151 0.00510796 0.00490715 0.00353683 0.00224943 0.00511437 0.00311824 0.00491353 0.00531238 0.00518631 0.00246412 0.00262972 0.00234013 0.00209883 0.00271382 0.000431385 0.00232545 0.00481579 0.00566563 0.00271137 0.000826164 0.00326784 0.00555962 0.00251614 0.00558537
internal_weight=0 718 2403 478 2381 240 170 944 124 95 820 74 48 746 721 457 436 385 360 263 97 238 51 1437 215 49 166 41 125 1382
internal_count=3121 718 2403 478 2381 240 170 944 124 95 820 74 48 746 721 457 436 385 360 263 97 238 51 1437 215 49 166 41 125 1382
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 2 34 2 1 0 4 1 13 4 43 31 47 12 0 1 49 14 16
split_gain=18.2902 2.95112 1.86824 1.70909 1.02136 0.961047 0.630337 0.554063 0.472914 0.450086 0.439618 0.379975 0.350922 0.329564 0.228686 0.22701 0.200241 0.208517 0.25372 0.193364 0.158714 0.15871 0.158343 0.136658 0.125836 0.12122 0.115856 0.112022 0.109015 0.126266
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.14838000000000004 0.089885000000000007 -1.0000000180025095e-35 0.13404500000000005 0.091195000000000012 0.18019500000000002 -0.013514999999999998 0.083345000000000016 -0.072819999999999982 -0.036839999999999991 0.05259500000000001 -0.077289999999999984 0.090100000000000013 0.090285000000000018 -0.010949999999999998 0.11588000000000001 -0.053364999999999996 -0.46166999999999997 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 23 6 8 11 12 26 -5 13 15 22 19 -1 17 21 24 -15 -2 -14 -4 28 -19 -7 -6 -12 -3 -30
right_child=1 2 7 10 9 25 -8 -9 -10 -11 27 -13 16 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00086802524085725333 0.00089016079435161517 0.00053681011787906489 0.00029438017749637633 0.00074743907211182988 0.00081538444786679513 0.00064563975170979753 0.00052295493242008229 0.00052719644126895861 0.00098589402478458971 0.0004419867338892681 0.00054714172184811059 0.00015342591539000089 0.00085845477678329093 0.00034635730540164282 0.00027607814706496749 0.000799115563007387 0.00061196530128226564 0.00083868943719760591 0.00062520360229085159 0.00056717887908841176 0.00069617833211725827 0.0007674066914980255 6.1699200222286159e-05 0.00055544811322514806 0.00076327704213190932 0.00044700913609507261 0.00066169269263425612 0.00038125430831359479 0.00047388006748846955 0.00036027189027902884
leaf_weight=1117 50 26 22 34 44 27 24 34 85 24 34 84 353 31 50 220 20 143 38 30 24 93 23 33 210 21 33 29 58 107
leaf_count=1117 50 26 22 34 44 27 24 34 85 24 34 84 353 31 50 220 20 143 38 30 24 93 23 33 210 21 33 29 58 107
internal_value=0 0.000457834 0.000412196 0.000822816 0.000512743 0.00083334 0.000839063 0.000292935 0.000842392 0.00067644 0.000567754 0.000259748 0.000836833 0.000316999 0.000374382 0.000856686 0.000805859 0.000810492 0.000777439 0.000454958 0.000827248 0.000839469 0.000175454 0.000438933 0.000793827 0.000558739 0.000749517 0.000470781 0.000418802 0.000400207
internal_weight=0 673 599 2448 325 2351 2303 274 2279 101 97 240 2194 156 111 1337 857 837 391 61 74 446 45 224 353 48 77 63 191 165
internal_count=3121 673 599 2448 325 2351 2303 274 2279 101 97 240 2194 156 111 1337 857 837 391 61 74 446 45 224 353 48 77 63 191 165
is_linear=0
shrinkage=0.00196078


Tree=7456
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 1 4 4 14 13 1 39 4 1 0 457 43 2 160 47 3 10 15 14 4 12 48
split_gain=29.2406 4.82917 3.09672 2.44551 1.55896 1.38412 0.950179 0.869134 0.711816 0.681156 0.63946 0.517643 0.435093 0.38629 0.362968 0.312882 0.612292 0.268021 0.2668 0.248418 0.23253 0.179336 0.172509 0.171633 0.160037 0.15922 0.195158 0.151418 0.146668 0.143172
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.089885000000000007 0.17025000000000004 0.077845000000000011 0.27834500000000006 0.40473500000000007 0.062655000000000016 -0.28558999999999996 0.091195000000000012 0.087690000000000004 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.032140000000000009 0.05259500000000001 -1.0000000180025095e-35 -0.075414999999999982 0.10589000000000001 -0.016324999999999996 -0.38124499999999995 0.024640000000000006 -0.23083499999999998 -0.03898999999999999 0.095780000000000018 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 22 6 11 9 -5 12 -6 13 -4 -1 -14 17 28 19 -18 -8 -15 -11 25 -23 -9 26 -3 -2 -17 -10
right_child=1 2 7 8 10 -7 15 24 29 21 -12 -13 14 20 -16 16 18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010869661210334499 0.0010956063739820361 0.00064886097066886421 0.00030316758718268542 0.00098294049960558484 0.00093740141981641138 0.00071179958051253186 0.0010650002461711804 0.00021901195686237484 0.00048934470229094324 0.00046532824318977744 0.00060194627411903868 0.0012598018960803797 0.00076401053171012403 0.00081929011087791598 0.00046326383304448772 0.0010139531259292767 0.00087897330872544084 0.00080973175299518243 0.00057233370548369843 0.00095287226505723647 0.0010200340570295627 0.00040767724424892778 0.00070449392702065267 0.00024138884485723583 -2.0338644218795443e-06 0.00069842987082095124 0.00048472546534894994 0.0009050935532227604 0.00093174752494148895 0.00067838580775250051
leaf_weight=1119 53 34 20 28 74 48 364 34 24 30 31 59 36 25 27 233 24 20 20 96 197 35 25 75 20 20 154 23 130 43
leaf_count=1119 53 34 20 28 74 48 364 34 24 30 31 59 36 25 27 233 24 20 20 96 197 35 25 75 20 20 154 23 130 43
internal_value=0 0.000571659 0.000514036 0.00102878 0.000639994 0.00104132 0.00104824 0.00036034 0.000720392 0.000414388 0.000838362 0.00108005 0.000555131 0.00107214 0.000635119 0.000998028 0.000958035 0.00103194 0.000739592 0.0010416 0.000997428 0.000330948 0.000550601 0.000294299 0.000137143 0.000532104 0.00051441 0.00103795 0.000984513 0.00061067
internal_weight=0 691 615 2430 338 2335 2287 277 95 223 105 1400 83 1341 63 887 407 480 44 460 222 140 233 110 54 208 188 76 363 67
internal_count=3121 691 615 2430 338 2335 2287 277 95 223 105 1400 83 1341 63 887 407 480 44 460 222 140 233 110 54 208 188 76 363 67
is_linear=0
shrinkage=0.00196078


Tree=7457
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 0 49 4 1 49 1 12 4 1 2 1 1 40 133 150 4 50 51
split_gain=12.8865 2.09011 1.21598 0.809371 0.774894 0.6241 0.573381 0.485349 0.35784 0.458341 0.302294 0.295068 0.273175 0.431833 0.234077 0.206712 0.185318 0.172634 0.17088 0.154611 0.140271 0.130051 0.130027 0.125875 0.108712 0.10404 0.0962676 0.116857 0.088074 0.0780427
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.077845000000000011 0.14122000000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 -0.054984999999999992 0.13436000000000001 0.08815000000000002 -0.52556499999999995 0.16175000000000003 0.087995000000000004 0.13075500000000004 0.089770000000000016 -0.077474999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.022185000000000003 0.041865000000000006 -0.070629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 24 12 -8 -10 -4 26 13 15 18 -1 -2 29 19 -14 28 -17 25 -21 -3 -5 27 -7 -6 -11
right_child=1 4 10 22 20 11 8 -9 9 17 -12 -13 14 -15 -16 21 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066850108045540129 0.00046148937274671461 0.00028704574596619207 0.00064071664790145487 0.00032059044009423194 0.00015182923983676742 0.00067918992272632966 0.00059891413385961575 0.00086156195521976012 0.0005925977191428909 0.00024480875508458004 0.00039811693201723466 0.00047000734559079924 0.00090410103317068401 0.00081064498827088625 0.00062671175045216304 0.00058176964371021501 0.00064936449622710361 0.0001934734066038168 0.0006970995483574705 0.00073833361273156664 1.1837029573964138e-05 0.00041027070713823503 0.00025803983210376008 0.00060206445809196717 0.00015575443913436391 0.00048922646833820637 0.00052194231541514491 0.0006059360379137655 0.00029753388093249893 0.00037530700093264547
leaf_weight=44 24 48 28 22 58 232 30 79 31 20 67 41 21 36 116 34 127 28 767 750 21 34 24 27 49 39 23 131 22 148
leaf_count=44 24 48 28 22 58 232 30 79 31 20 67 41 21 36 116 34 127 28 767 750 21 34 24 27 49 39 23 131 22 148
internal_value=0 0.000383615 0.000687076 0.000533351 0.00030595 0.000695923 0.000349172 0.000711088 0.000397653 0.000371055 0.00046962 0.000628161 0.000704589 0.000623829 0.000711699 0.000563781 0.000619504 0.000336015 0.000717998 0.000738085 0.00015446 0.00049602 0.000380303 0.000733598 0.000220723 0.000428407 0.000644959 0.000652754 0.000191898 0.000359771
internal_weight=0 691 2430 236 455 2335 354 1908 257 227 95 427 1829 148 1681 112 151 196 1565 798 101 68 85 777 97 61 386 363 80 168
internal_count=3121 691 2430 236 455 2335 354 1908 257 227 95 427 1829 148 1681 112 151 196 1565 798 101 68 85 777 97 61 386 363 80 168
is_linear=0
shrinkage=0.00196078


Tree=7458
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 1 4 13 4 14 0 4 4 49 0 3 1 0 51 4 12 1 4 16 1 15 50 133
split_gain=10.6459 1.75335 0.882881 0.701994 0.618465 0.569475 0.390022 0.368634 0.36212 0.303405 0.28215 0.280816 0.415986 0.329594 0.257005 0.21866 0.209849 0.164568 0.152459 0.139159 0.138484 0.121475 0.207233 0.10737 0.102028 0.100318 0.100284 0.0968466 0.0945293 0.0863126
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.062655000000000016 0.077845000000000011 0.27834500000000006 -1.0000000180025095e-35 0.024790000000000003 -1.0000000180025095e-35 -0.13455999999999999 0.024790000000000003 0.022185000000000003 -0.054984999999999992 -0.07929499999999999 0.099930000000000005 0.12337000000000002 0.18019500000000002 0.087505000000000013 -0.39518999999999993 0.08401500000000002 0.16175000000000003 -0.14098499999999997 -0.12029499999999999 0.13075500000000004 0.090455000000000021 0.10917 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 9 6 8 -4 11 18 17 -1 13 20 16 -2 28 -11 -3 21 -13 -18 -23 -6 -24 -16 29 -8 -14 -5
right_child=1 4 7 26 23 -7 27 -9 -10 10 -12 12 14 -15 25 -17 19 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081738754049034198 0.00038614266451594294 0.0003126307158446353 0.0006198731994553774 0.00027905781466991983 0.00016519093455811751 0.00041239851689288767 0.00081840563079044627 0.00035197303167339616 0.0003728985502558915 0.00038295543898700499 0.00031812892305087877 0.00032416083262545354 0.00065855734907991823 0.00067023703951548221 0.00061447498154001902 0.00059022040143597541 0.0006662733433408462 0.00062615224632664001 0.00021132816693169738 0.00044728395474307673 0.00051351152441600305 0.000408717130078655 0.00047072158286384509 7.0193845493480719e-06 0.00061382720303266886 0.0005337046430059256 0.00022764200096633407 0.00068429543961986516 0.00060323722603849962 0.00043265675145396634
leaf_weight=29 24 120 28 22 77 48 47 67 22 20 85 33 1044 27 104 127 132 23 109 20 27 21 20 21 453 137 24 37 134 39
leaf_count=29 24 120 28 22 77 48 47 67 22 20 85 33 1044 27 104 127 132 23 109 20 27 21 20 21 453 137 24 37 134 39
internal_value=0 0.000340406 0.000616226 0.00047755 0.000269273 0.000623765 0.000628201 0.000430933 0.000623201 0.000307149 0.000383606 0.000625726 0.000623143 0.000490328 0.000628739 0.000557784 0.00063669 0.000513037 0.000264412 0.000608289 0.000409369 0.000613433 0.000599314 0.000131297 0.000607776 0.00056856 0.000335015 0.000759333 0.000652265 0.00037726
internal_weight=0 691 2430 236 455 2335 2287 95 2203 357 128 2181 2152 87 2065 151 1824 43 229 646 60 626 494 98 473 241 85 84 1178 61
internal_count=3121 691 2430 236 455 2335 2287 95 2203 357 128 2181 2152 87 2065 151 1824 43 229 646 60 626 494 98 473 241 85 84 1178 61
is_linear=0
shrinkage=0.00196078


Tree=7459
num_leaves=31
num_cat=0
split_feature=1 52 2 123 132 2 52 15 157 15 48 3 14 124 45 15 11 3 150 3 160 42 43 0 159 49 157 1 2 133
split_gain=0.545772 0.119471 0.0686453 0.0545807 0.048764 0.0461491 0.0441752 0.0472317 0.0426442 0.0420011 0.0631552 0.0380707 0.0374795 0.0528025 0.0306303 0.031156 0.0498664 0.0405581 0.0944125 0.0409978 0.0377956 0.0387603 0.0360743 0.0349569 0.0346137 0.0430309 0.0298657 0.0296653 0.0325855 0.0405042
threshold=0.10337500000000001 -0.40967499999999996 0.14753000000000002 1.0000000180025095e-35 0.08764000000000001 0.13501500000000002 0.12492500000000002 -0.24436499999999997 -0.071119999999999989 -0.41942499999999994 0.085790000000000019 0.31299000000000005 -0.46413499999999996 -0.076164999999999983 0.081955000000000014 0.040760000000000005 0.077290000000000011 -0.091054999999999983 0.081835000000000019 -0.079594999999999985 -0.030779999999999998 -0.095284999999999995 -0.020444999999999994 -0.15202999999999997 0.082585000000000006 0.10440000000000001 -0.077809999999999976 0.10658000000000002 0.11237500000000002 0.085895000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 9 14 7 12 -9 -4 -11 27 -3 -14 15 17 -17 18 20 -19 21 -1 -23 -18 26 -26 -21 -10 29 -29
right_child=1 2 4 -5 -6 -7 -8 8 11 10 -12 -13 13 -15 -16 16 23 19 -20 24 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0081163608172739096 0.0075160143886232522 0.0048739621847322806 0.003452905567470365 0.0047539804507507367 0.004931937849115847 0.0042091965408568889 0.0061470805269588404 0.00031047299068988018 0.0025669562250293571 -0.0056051653386517009 0.0011955703877093685 0.001640561242609031 -0.0021794441967241227 0.0026270430470848906 0.01075515360929645 0.0075496527743804196 0.0082936505544120853 0.0079068548328309445 0.0005365420660624901 0.0034100457366245487 0.0074898649938404567 0.00030606370807314913 0.0057889366056770091 0.013936769381342902 0.0095652551951763386 0.0043865519498164458 0.0064420245198376323 0.0077691297156928588 0.0040358487484515055 0.0032990988471563194
leaf_weight=22 87 41 26 89 28 48 84 23 34 22 36 33 31 87 26 1035 23 464 30 36 139 24 24 21 68 21 333 92 68 26
leaf_count=22 87 41 26 89 28 48 84 23 34 22 36 33 31 87 26 1035 23 464 30 36 139 24 24 21 68 21 333 92 68 26
internal_value=0 0.00404206 0.00356308 0.00718411 0.00131783 0.00727758 0.00404761 0.00364219 0.00443308 0.000113124 -0.00138402 0.00480786 0.00226932 0.00136432 0.00734257 0.00730296 0.00768982 0.00694343 0.00578254 0.00724435 0.00653556 0.00464057 0.0030475 0.010987 0.00657317 0.00834331 0.00614622 0.00528296 0.00577943 0.00678421
internal_weight=0 718 631 2403 112 2314 519 435 276 84 58 253 159 118 2266 2240 1079 1161 239 922 209 70 48 44 458 89 369 220 186 118
internal_count=3121 718 631 2403 112 2314 519 435 276 84 58 253 159 118 2266 2240 1079 1161 239 922 209 70 48 44 458 89 369 220 186 118
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=31
num_cat=0
split_feature=1 4 123 150 2 2 457 0 52 14 14 11 0 4 2 4 0 0 0 48 1446 3 2 133 49 42 42 42 457 11
split_gain=0.443644 0.0724177 0.0633008 0.0454977 0.0428496 0.0371212 0.0311406 0.0304827 0.0287397 0.0285346 0.0267344 0.0342201 0.0278158 0.060692 0.0314873 0.0292942 0.0386685 0.0286865 0.0265627 0.0261172 0.0382685 0.0252912 0.0251204 0.0281163 0.0249578 0.0248829 0.0325271 0.0510038 0.0274414 0.0245518
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.084680000000000019 0.10045500000000002 0.25063000000000007 0.080930000000000016 -0.040504999999999992 -0.23375999999999997 -1.0000000180025095e-35 0.076975000000000002 0.081790000000000015 -0.11173999999999999 0.0033150000000000007 0.088665000000000008 0.0061450000000000003 -0.10011499999999998 -0.17169499999999996 -0.13843999999999998 0.093265000000000015 0.11018500000000002 -0.13309499999999996 0.14960000000000004 0.11667000000000001 0.036705000000000008 0.086730000000000015 0.085730000000000015 0.085345000000000018 -1.0000000180025095e-35 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 9 21 22 18 -9 -1 11 12 13 17 -15 16 -14 -11 -2 20 25 -3 23 -6 -21 26 27 -18 -27 -12
right_child=1 5 -4 -5 6 -7 -8 8 -10 10 29 -13 15 14 -16 -17 19 -19 -20 24 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.010274113164368001 0.0032067900733090942 0.0044689898337237537 0.0041265898610193591 0.0024044752612658936 0.0063570830745709088 -0.0016601872007110314 0.0029079123666681545 0.0055627538334755674 0.00044601039085334735 0.0044362328956291698 0.0058444298629183322 0.0024623018689453602 0.0108304857974872 0.010370376688383875 0.0056639815447852015 0.0053275696351192895 0.0071148343871216104 -0.00036336680874228479 0.006525493456317007 0.0061144873724638393 0.010426929639652372 0.0019557232649091041 0.0028629309103752557 0.0039224051866414006 0.0024034526140894741 0.0034334819931245877 0.0094727367977611721 0.0023393511913878764 0.0064556001260655657 0.0097111397319867357
leaf_weight=22 30 50 120 82 390 24 38 21 23 33 24 20 24 21 44 138 810 20 123 74 30 201 26 54 24 32 56 23 492 52
leaf_count=22 30 50 120 82 390 24 38 21 23 33 24 20 24 21 44 138 810 20 123 74 30 201 26 54 24 32 56 23 492 52
internal_value=0 0.00324871 0.00636902 0.00438381 0.00647898 0.00209711 0.00566144 0.00520769 0.00288809 0.00669317 0.00665208 0.0065762 0.00662138 0.00513662 0.00718451 0.00672426 0.00684742 0.00262506 0.00587477 0.00678539 0.00689267 0.00245637 0.00588406 0.00606097 0.00520566 0.00681764 0.00713981 0.00698298 0.00627104 0.00849007
internal_weight=0 554 2567 279 2447 275 508 197 44 1939 1917 1841 1821 118 65 1703 1565 53 153 1541 1443 251 470 444 98 1413 889 833 524 76
internal_count=3121 554 2567 279 2447 275 508 197 44 1939 1917 1841 1821 118 65 1703 1565 53 153 1541 1443 251 470 444 98 1413 889 833 524 76
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 2 1 4 14 11 3 1 0 52 3 11 10 47 13 3 43 12 43 4 15 0
split_gain=14.6569 2.48538 1.51568 1.4009 0.911194 0.761343 0.578223 0.443029 0.456682 0.44109 0.406668 0.38806 0.306431 0.216818 0.204094 0.164145 0.156095 0.146274 0.146037 0.135559 0.116038 0.110343 0.0948131 0.0911799 0.110899 0.106055 0.0815311 0.0775098 0.0695214 0.0690577
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.17025000000000004 0.40945500000000007 0.089885000000000007 0.077845000000000011 0.40473500000000007 0.062655000000000016 1.0000000180025095e-35 0.30112000000000005 0.090540000000000023 -0.13027499999999997 0.047850000000000011 0.12745000000000004 0.095165000000000013 -0.38124499999999995 0.090100000000000013 -0.016469999999999995 -0.11171999999999999 -0.016814999999999997 0.095780000000000018 -0.050459999999999998 -0.036839999999999991 0.024640000000000006 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 21 6 9 8 14 12 -5 -6 15 16 18 -1 17 -11 -4 28 -9 -3 -10 24 -18 -25 -24 -2 -15 -7
right_child=1 2 7 10 11 29 -8 20 22 13 -12 -13 -14 19 -16 -17 23 -19 -20 -21 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075884500734432053 0.00077140379448731734 0.00034930296551874239 0.00035792066298946656 0.00068352930299958592 0.00067072877507616687 0.00056112071004515236 0.00042701440565044583 0.00014969407201268211 0.00016744981541569676 0.00051321411357729948 0.0004033525996005444 0.00040474795778982001 0.00089294763251609208 0.00079264248313467493 0.00022404473523962942 0.00070268658043838301 0.00071057611210978346 0.00070217536652789395 0.00054315486015885876 0.00065341237421129262 -3.8528446856813103e-05 0.00047208989040170194 0.00019668564033668363 0.00072285288053008879 0.00052004185827826362 0.00067340496743984119 0.00036364949927557386 0.00063584322852441692 0.00093081610783391975 0.0004118554937466417
leaf_weight=1092 50 191 36 28 71 22 24 34 87 36 69 30 59 42 22 245 23 28 30 20 20 33 23 406 24 283 22 24 21 26
leaf_count=1092 50 191 36 28 71 22 24 34 87 36 69 30 59 42 22 245 23 28 30 20 20 33 23 406 24 283 22 24 21 26
internal_value=0 0.000388426 0.000346544 0.000715152 0.000437108 0.000724679 0.000729773 0.000239124 0.000278186 0.000732962 0.000484228 0.000591725 0.000754657 0.000698663 0.0003876 0.000748554 0.000688766 0.000595885 0.000442118 0.000794053 7.9982e-05 0.000367392 0.000205244 0.000696843 0.000613282 0.000702543 0.000278312 0.000727438 0.0008387 0.000480269
internal_weight=0 673 599 2448 325 2351 2303 274 220 2279 97 101 1396 883 88 1337 800 64 66 83 54 224 132 736 47 689 45 74 63 48
internal_count=3121 673 599 2448 325 2351 2303 274 220 2279 97 101 1396 883 88 1337 800 64 66 83 54 224 132 736 47 689 45 74 63 48
is_linear=0
shrinkage=0.00196078


Tree=7462
num_leaves=31
num_cat=0
split_feature=1 52 3 0 2 9 10 4 132 10 45 14 0 1 12 16 401 4 43 15 43 14 16 3 1 474 0 2 1 15
split_gain=0.433244 0.108462 0.0625483 0.0483782 0.0453484 0.0810271 0.0434101 0.0394877 0.0385898 0.0304668 0.0304188 0.0309644 0.0472446 0.0728515 0.0373499 0.0350867 0.0477433 0.0612993 0.0339038 0.0490054 0.0308424 0.0302885 0.0478943 0.0359333 0.0286691 0.0282776 0.034733 0.0283904 0.04488 0.0261932
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 0.18019500000000002 0.10252500000000002 -1.0000000180025095e-35 0.069930000000000006 -0.17966999999999997 0.10365500000000001 -0.0026549999999999994 0.081955000000000014 0.062655000000000016 -0.10474999999999998 0.083135000000000014 0.080890000000000017 0.013515000000000001 0.080710000000000018 -0.52556499999999995 0.07827000000000002 -0.03241999999999999 0.0061450000000000003 -0.47013499999999991 0.0013750000000000001 0.088060000000000013 0.14754500000000001 0.089165000000000008 -0.055064999999999996 0.084655000000000022 0.096125000000000016 0.094035000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 10 5 9 -7 -6 24 -3 11 12 13 18 -15 20 17 -17 19 -1 -14 -9 23 -23 -4 27 -27 28 -19 -13
right_child=1 2 8 -5 7 6 -8 21 -10 -11 -12 29 15 14 -16 16 -18 25 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0073626792506099898 0.0066959649192593887 0.0030693637845577038 0.00083401363725507909 0.0022554412800153451 0.0071462372844689525 0.0065577583821329602 0.0025714417084065433 0.0062371255275571634 0.0037695098311062263 -0.0015906431933399292 0.010137877685271881 0.0095792929447171375 0.0069232727066785658 0.0039480255147220705 -0.00074500064894726333 0.010154588487057482 0.0012670184346738414 -8.378729301815232e-05 0.0094419878674671057 0.0021736460991503138 0.0057923212368664236 0.0019386402154535365 -0.00038758439585325069 0.0044242012950187351 -0.0037660452583804724 0.0060068908477357279 0.010966985654085874 0.0056108173287857587 0.0059702989310026176 0.0060485326176550353
leaf_weight=52 102 47 42 28 20 139 34 21 29 20 22 55 1246 74 22 32 23 24 31 28 299 150 54 95 20 48 20 285 25 34
leaf_count=52 102 47 42 28 20 139 34 21 29 20 22 55 1246 74 22 32 23 24 31 28 299 150 54 95 20 48 20 285 25 34
internal_value=0 0.00365781 0.00319597 0.00638725 0.0035784 0.00463085 0.00577432 0.0028355 0.000758499 0.00167832 0.00643712 0.00640169 0.00632801 0.00488979 0.00287254 0.00647672 0.00570698 0.00594227 0.00663444 0.00554652 0.0067044 0.00256608 0.00230825 0.00290243 -0.000649876 0.00560697 0.00746574 0.00522853 0.00300503 0.00823046
internal_weight=0 773 671 2348 580 240 173 340 91 67 2320 2298 2209 207 96 2002 457 434 111 80 1545 320 299 245 62 402 68 334 49 89
internal_count=3121 773 671 2348 580 240 173 340 91 67 2320 2298 2209 207 96 2002 457 434 111 80 1545 320 299 245 62 402 68 334 49 89
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=31
num_cat=0
split_feature=1 52 1 0 160 33 1348 484 1456 2 50 14 0 49 0 16 12 13 43 3 123 43 49 157 147 160 0 2 159 43
split_gain=0.350928 0.0878541 0.0526473 0.0391863 0.0361813 0.0335862 0.029349 0.0346438 0.031186 0.0259095 0.0446305 0.0288686 0.0241633 0.0364294 0.0235281 0.042439 0.0230967 0.0290031 0.0340211 0.0257209 0.0249617 0.0227525 0.0291741 0.0317609 0.0221799 0.0212715 0.0199105 0.0577714 0.0588647 0.0543199
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.18019500000000002 -0.4136149999999999 0.08573500000000002 0.092395000000000019 -0.078199999999999978 -0.049894999999999995 0.10381000000000001 -0.099524999999999988 0.062655000000000016 0.024095000000000002 -1.0000000180025095e-35 -0.088774999999999979 -0.43320999999999993 0.11201500000000002 0.11217000000000001 -0.078654999999999989 -0.0069549999999999994 0.080750000000000016 -0.066504999999999995 0.10877000000000002 -0.073574999999999988 0.089365000000000014 -1.0000000180025095e-35 -0.072269999999999987 0.10005000000000001 -0.038439999999999995 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 -3 6 7 -6 -9 10 -1 24 13 -4 15 -11 17 18 19 20 -10 22 23 -16 26 -23 -12 28 -28 -30
right_child=1 2 12 -5 5 -7 -8 8 16 14 11 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0105142488454779 0.0060263683834551451 0.0075412730874086266 -0.0013818912388724757 0.0020298971927591733 0.0060830750674205391 0.0071149230313797794 -0.00072096154181053871 0.0065906266374936842 -8.7589619900373862e-05 0.0057438788371104183 0.0059659839534404509 0.0077050542439255553 -0.0018682760164319052 0.002602280361077812 0.0043048954868157002 0.00059117745390282041 0.0051340572115603014 -0.0010407848315398124 0.0034210212386463906 -0.0017879112988752736 0.0033713413817437229 0.0022779068070121868 0.0042873562847423113 0.0088881127868296102 0.003439523303546967 0.0051956549468996586 0.010331706897440283 -0.00018210843671113253 0.0016163534903898835 0.0058461380520066809
leaf_weight=21 102 20 29 28 38 21 20 22 34 33 1643 83 21 110 21 31 36 22 222 22 54 32 41 54 39 114 22 20 40 126
leaf_count=21 102 20 29 28 38 21 20 22 34 33 1643 83 21 110 21 31 36 22 222 22 54 32 41 54 39 114 22 20 40 126
internal_value=0 0.00329203 0.00287638 0.00574853 0.00337203 0.0032022 0.00302738 0.00319397 0.0029275 0.00579341 0.00592853 0.00587972 0.00129339 0.00177105 0.00496692 0.00324804 0.00272086 0.00247545 0.00270845 0.00127037 0.00203494 0.00538679 0.00643226 0.00760481 0.00579956 0.00455615 0.00584929 0.00492751 0.00547109 0.00482691
internal_weight=0 773 671 2348 511 491 470 450 412 2320 1994 1973 160 139 326 64 390 354 332 110 88 262 116 75 1890 146 1851 208 188 166
internal_count=3121 773 671 2348 511 491 470 450 412 2320 1994 1973 160 139 326 64 390 354 332 110 88 262 116 75 1890 146 1851 208 188 166
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=31
num_cat=0
split_feature=1 12 10 0 1 1375 484 43 47 43 13 34 2 10 12 97 52 13 157 403 133 1213 16 43 16 133 12 0 123 156
split_gain=0.287022 0.0805177 0.039995 0.0445874 0.0394934 0.0367452 0.0455691 0.0352157 0.0322857 0.0274128 0.0429453 0.0271986 0.0331177 0.0336624 0.0266297 0.026243 0.0256071 0.024745 0.0246265 0.0227958 0.0298351 0.0249015 0.0255262 0.0268274 0.047574 0.0372052 0.027167 0.0237747 0.0218591 0.0328457
threshold=0.11829500000000003 0.078300000000000008 -0.079859999999999987 -0.05208999999999999 0.08864000000000001 -0.096099999999999977 -0.011244999999999998 -0.078654999999999989 0.077555000000000013 -0.11720999999999999 -0.0079349999999999993 -0.038779999999999995 0.116525 0.094860000000000014 0.099815000000000015 -0.079444999999999988 0.10744000000000002 0.25761500000000009 -0.080299999999999996 -0.080719999999999986 0.41484500000000007 -0.07797999999999998 0.41553500000000004 0.15359500000000004 0.062650000000000025 0.076280000000000014 0.110195 -0.066689999999999985 0.11679000000000002 0.10272000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 8 -6 -7 9 16 -8 -11 15 13 -13 -3 -4 18 19 -1 20 -16 -21 23 24 25 -23 -25 -27 29 -14
right_child=2 14 11 -5 5 6 7 -9 -10 10 -12 12 28 -15 17 -17 -18 -19 -20 21 -22 22 -24 26 -26 27 -28 -29 -30 -31
leaf_value=0.001785867933982185 0.0016827043611556292 0.0054077452161752169 0.0023528708615534319 -0.0042677244357764727 -0.00067326292522590272 0.0074855821500359873 0.0051029279672851167 0.0040205181275818234 0.0079958092656001577 0.0024373522121965401 -0.0022668597633364023 0.0055251480436383461 0.0018316945653491384 0.0014469194033279503 0.0087812338469792969 -0.0025518261283286846 0.0013847304386613163 0.0068914793113148522 0.0054746096462428128 0.0068022064678370953 0.0042401125412792539 0.0016313176027324518 0.0062187702426065999 0.002202999979610844 -0.001494049807769005 0.0074433950781822205 0.0060950625147868668 0.0028792764525860551 -0.00069771930933571781 0.0061083366606561919
leaf_weight=21 34 1819 24 20 22 27 21 197 31 69 27 67 124 29 23 20 23 38 131 25 39 64 30 29 27 25 47 21 26 21
leaf_count=21 34 1819 24 20 22 27 21 197 31 69 27 67 124 29 23 20 23 38 131 25 39 64 30 29 27 25 47 21 26 21
internal_value=0 0.00497509 0.00199096 -0.000521158 0.00391541 0.00328781 0.00354336 0.00320438 0.00502134 0.0018302 0.00111429 0.00242715 0.00280678 0.00429318 0.00525079 0.000123463 0.00449443 0.00447499 0.00496498 0.00419673 0.00592472 0.00379697 0.00348779 0.00310314 0.00226726 0.00319049 0.00460993 0.00535978 0.00197231 0.00245107
internal_weight=0 2756 365 54 569 363 341 314 206 117 96 311 267 96 2187 44 175 368 152 330 62 268 243 213 137 110 76 46 171 145
internal_count=3121 2756 365 54 569 363 341 314 206 117 96 311 267 96 2187 44 175 368 152 330 62 268 243 213 137 110 76 46 171 145
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=31
num_cat=0
split_feature=1 4 3 148 15 9 3 0 12 0 0 1 49 4 14 16 132 3 147 11 401 48 2 1204 13 4 48 42 13 43
split_gain=0.233078 0.0421787 0.0405313 0.0326828 0.0373414 0.0303655 0.0281149 0.0493584 0.029101 0.049358 0.0291608 0.0275032 0.0271924 0.0307677 0.0271591 0.0354317 0.0262975 0.0312208 0.0242852 0.0228774 0.0349034 0.031729 0.0313094 0.0487095 0.035519 0.0314304 0.0335637 0.02817 0.0246815 0.0241966
threshold=0.11146500000000002 0.27834500000000006 0.31299000000000005 -0.043434999999999994 -0.24436499999999997 -1.0000000180025095e-35 0.11296500000000002 -0.065229999999999996 -0.086254999999999984 -0.07384499999999998 -0.13027499999999997 0.11353000000000001 0.14233500000000002 -0.03898999999999999 -0.46166999999999997 -0.4179199999999999 0.10613500000000002 0.42240500000000009 0.093875000000000014 1.0000000180025095e-35 0.080710000000000018 0.078735000000000013 0.088850000000000012 -0.079429999999999987 -0.10664 -0.015039999999999998 0.093440000000000009 -0.11466499999999999 -0.080759999999999985 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 14 -1 8 -8 9 10 -7 -6 13 -13 -5 -16 17 -4 -3 22 21 -21 -10 -24 -25 26 27 -26 -29 -30
right_child=2 18 16 4 11 6 7 -9 19 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.001505421853113559 -0.00019468896757138688 0.0011882206648950065 0.00073159963626844384 0.0039692937323368739 0.0073827007954241717 0.0024869590400434707 -0.00080820661783218397 0.0056863267355683174 0.0050139828663512721 -0.0010112142101760307 0.0061787753427051941 0.0063927950541255996 0.00066756095640875144 0.0031729524879230428 0.0022372817157920969 -0.0014787844418989201 0.0033028207504405428 -0.0037865405820775781 0.0052383030997589231 0.005667096120009968 0.002075583903518106 0.0092205707129323859 0.00013941033560383535 0.00073275038112814619 0.0087675963867117051 0.0038668200940899728 0.0015817941426156232 0.0067401814598564971 0.0051810347227959908 0.0031134788595197395
leaf_weight=31 36 57 65 43 20 46 25 22 1251 23 40 40 29 115 79 38 26 20 20 117 21 32 28 26 22 424 26 74 252 73
leaf_count=31 36 57 65 43 20 46 25 22 1251 23 40 40 29 115 79 38 26 20 20 117 21 32 28 26 22 424 26 74 252 73
internal_value=0 0.00454587 0.00221044 0.00267959 0.00296386 0.00461596 0.0046545 0.00223179 0.00470088 0.00310361 0.00420408 0.00386086 0.00347805 0.00400388 0.00182019 0.00103035 0.000519788 -0.000331492 0.00224019 0.00477509 0.00589233 0.00643026 0.00468781 0.00424668 0.00437489 0.00448361 0.00506866 0.005284 0.00509193 0.00471663
internal_weight=0 2610 511 400 364 2533 2502 47 2455 109 86 204 184 155 160 117 111 85 77 2346 170 149 2176 925 897 871 447 421 399 325
internal_count=3121 2610 511 400 364 2533 2502 47 2455 109 86 204 184 155 160 117 111 85 77 2346 170 149 2176 925 897 871 447 421 399 325
is_linear=0
shrinkage=0.1


Tree=7466
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 2 159 1 2 4 14 52 457 12 1 131 1 0 11 13 16 159 131 0 39 2 1
split_gain=8.44173 1.3314 0.864812 0.739224 0.46755 0.433449 0.385327 0.330772 0.251164 0.248228 0.231422 0.17154 0.217944 0.166053 0.106358 0.102594 0.144264 0.101956 0.101114 0.0956249 0.0700667 0.106822 0.0837472 0.0689875 0.0702004 0.0622134 0.0613315 0.0604767 0.063168 0.0583816
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.089885000000000007 -1.0000000180025095e-35 0.077845000000000011 0.14285500000000004 0.42051500000000003 0.062655000000000016 -0.56176499999999996 0.080930000000000016 0.086915000000000006 0.091195000000000012 0.086835000000000009 0.15799000000000005 0.18019500000000002 1.0000000180025095e-35 -0.117405 0.27252000000000004 0.082585000000000006 0.091440000000000007 -0.095504999999999993 0.084780000000000008 -0.0091949999999999983 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 6 7 29 8 13 -4 -5 12 -11 17 -10 20 -17 -1 19 -13 21 22 -16 24 26 -2 -24 -12 -29 -3
right_child=1 2 9 10 -6 -7 -8 -9 14 11 27 18 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00061531796024493228 0.00062131932999820731 0.00060178509091629703 0.00040462752677736241 0.00056748758552789015 0.00031604007254379152 0.00040506581285834506 0.00030668152710417937 0.0003734117179974172 0.00066178816244425365 0.00033863143613620792 0.00027936753718292015 0.00015144335182103652 0.00018351845326162059 0.00071401197863163923 0.00045787428630737878 0.00037404146089273341 0.00059175008838189473 0.00056913689889491882 0.0002606017468580163 3.1873099871125877e-07 0.00045565423720023211 0.00066085130443759997 0.0005274540361981479 0.00052823088674924681 0.00063398898743531281 0.00049263628820578255 0.00058219977408974135 0.00032328901872198212 0.00046874790884603081 0.00049516986577938758
leaf_weight=1117 52 40 26 28 205 48 37 26 46 59 25 60 85 59 26 25 22 220 22 22 20 50 98 119 80 20 399 22 24 39
leaf_count=1117 52 40 26 28 205 48 37 26 46 59 25 60 85 59 26 25 22 220 22 22 20 50 98 119 80 20 399 22 24 39
internal_value=0 0.000333741 0.000303267 0.000582508 0.000372332 0.000589485 0.000471812 0.000593322 0.000595829 0.000222356 0.000416527 0.000203247 0.000247072 0.000612211 0.000569988 0.000564954 0.000475948 0.000607719 0.000142566 0.000110898 0.000570236 0.000573205 0.000567135 0.000571217 0.000580082 0.000585574 0.000571405 0.000356993 0.000399181 0.000549152
internal_weight=0 667 595 2454 321 2355 116 2307 2281 274 99 248 144 1396 885 839 47 1337 104 82 792 772 722 696 577 72 497 71 46 79
internal_count=3121 667 595 2454 321 2355 116 2307 2281 274 99 248 144 1396 885 839 47 1337 104 82 792 772 722 696 577 72 497 71 46 79
is_linear=0
shrinkage=0.00196078


Tree=7467
num_leaves=31
num_cat=0
split_feature=1 4 3 39 0 3 4 4 43 16 0 4 1452 1210 52 3 4 3 1209 11 2 1 48 16 52 1209 481 1453 480 42
split_gain=0.226864 0.0396908 0.0374461 0.0303235 0.0286447 0.046852 0.0346746 0.056611 0.0556242 0.0493964 0.0401203 0.0326857 0.0311025 0.0251218 0.0250889 0.0248834 0.0235228 0.0232217 0.0222495 0.0226181 0.025667 0.0580253 0.0449253 0.0356438 0.0503896 0.0352041 0.0331016 0.0366123 0.0330517 0.0398928
threshold=0.11146500000000002 0.27834500000000006 0.31299000000000005 0.088025000000000006 -0.075934999999999989 0.11296500000000002 -0.37944499999999992 -0.111605 -0.15323999999999996 -1.0000000180025095e-35 -0.026509999999999995 -0.085594999999999991 0.087755000000000014 -0.081594999999999987 0.0060650000000000009 -0.081734999999999988 -0.036839999999999991 -0.017889999999999996 -0.092099999999999987 0.077290000000000011 0.089005000000000015 0.086920000000000011 0.085485000000000019 0.11346000000000002 -0.11183499999999999 -0.025744999999999997 -0.084329999999999988 -1.0000000180025095e-35 0.087310000000000013 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 5 11 8 9 -6 -8 17 13 18 -1 -4 -14 -2 -9 -13 20 25 23 -23 24 -22 -20 28 -28 29 -27
right_child=2 -3 14 -5 6 -7 7 10 -10 -11 -12 12 15 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0031242390480374213 0.0054768712835137319 0.0022906786858560759 -0.0004008147656893382 0.0015501338270260021 0.00017003664746880533 -1.2192176654934883e-05 0.0036818639151751996 0.0044839681342050434 0.0057337301068945516 -0.0024868885124171222 0.00049729253345679846 0.0079046503314748415 0.0093143062565141013 0.0062482900774171457 0.0028606887298177324 0.005230363614454463 0.0029065055767003088 0.0020284223848436741 0.001662109465820215 0.0077293089040639728 0.0089637961722193998 -0.0013994920416735114 0.0033290011294647469 0.0017958457119443376 0.0044133384213656474 0.003804832293341557 0.0091582673390141946 0.0050218998562619075 0.0056479124181593463 -0.0018779615015124104
leaf_weight=29 43 77 77 150 20 20 25 369 177 27 31 20 25 229 34 37 207 43 34 22 26 32 54 47 380 30 22 783 30 21
leaf_count=29 43 77 77 150 20 20 25 369 177 27 31 20 25 229 34 37 207 43 34 22 26 32 54 47 380 30 22 783 30 21
internal_value=0 0.00452732 0.00222323 0.00267418 0.00459531 0.00480149 0.00404681 0.00360025 0.00516889 0.000478858 0.00396664 0.00485436 0.00468223 0.00589714 0.000598204 0.00687711 0.00334861 0.00422769 0.00459156 0.00454682 0.00449884 0.00395086 0.00156956 0.00440294 0.00470475 0.00481988 0.00494105 0.00513494 0.00301414 0.00146486
internal_weight=0 2610 511 400 2533 1841 692 495 197 52 443 1821 1563 258 111 62 250 412 1501 1481 1459 539 86 453 406 920 886 805 81 51
internal_count=3121 2610 511 400 2533 1841 692 495 197 52 443 1821 1563 258 111 62 250 412 1501 1481 1459 539 86 453 406 920 886 805 81 51
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=31
num_cat=0
split_feature=1 2 124 33 11 1 48 4 1446 159 1210 10 10 12 401 12 132 3 123 151 4 15 0 150 4 12 0 1452 0 1
split_gain=0.187139 0.0532353 0.0412905 0.03602 0.0500843 0.029424 0.0281554 0.0278923 0.027136 0.0404457 0.0266936 0.0259716 0.0353133 0.0385304 0.0294803 0.0257652 0.0384137 0.0240258 0.0235088 0.0215998 0.0200884 0.0195698 0.025158 0.0194589 0.0190437 0.0210036 0.0190593 0.0180039 0.0198153 0.0735278
threshold=0.12000500000000001 0.10803500000000001 -0.083859999999999976 0.083840000000000012 0.096970000000000015 0.094090000000000021 0.12879500000000002 -0.085594999999999991 0.08393500000000001 -0.056644999999999994 -0.080859999999999974 -0.0069899999999999988 -0.15926999999999997 -1.0000000180025095e-35 0.085900000000000018 0.089005000000000015 0.081465000000000024 0.092670000000000016 0.12630500000000003 -0.044604999999999992 -0.0043399999999999992 -0.11345499999999999 -0.04917499999999999 0.08926000000000002 0.23246000000000003 0.095780000000000018 -0.067624999999999977 0.094585000000000016 -0.10607499999999999 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 -1 15 8 9 -4 -11 12 13 -2 18 16 23 21 -13 -19 -7 -9 27 -3 25 26 -17 28 29 -23
right_child=11 6 3 -5 -6 20 -8 17 -10 10 -12 14 -14 -15 -16 24 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051171643569922218 0.0046041980385780334 0.0034975543240329528 0.0092192553216591481 0.0084074364210079827 -0.00061409232605780879 0.0023705571262253216 -0.00024981785006821157 0.0052322455195539033 0.002255623091045753 0.002543081050098408 0.0052758160145631771 0.0025443653371443765 -0.0036550204103280395 -0.0011868022252909012 -0.001651724037669954 0.0084471337843569933 -0.0013329366073012352 0.0049132198398001495 -0.0010332336576539091 0.00093539339479405527 -0.0011011946581711528 0.0054305745547430385 0.0007941165847865783 0.00090607395089280457 0.0015177655522711575 0.0037185237487794317 0.0041818092323162338 0.0062756131109046312 0.0041758663047916653 0.00028121896606886338
leaf_weight=26 20 122 24 21 21 50 25 162 33 40 336 225 21 27 21 20 25 20 20 43 25 54 23 38 30 172 22 38 1360 57
leaf_count=26 20 122 24 21 21 50 25 162 33 40 336 225 21 27 21 20 25 20 20 43 25 54 23 38 30 172 22 38 1360 57
internal_value=0 0.00400313 0.00419593 0.00428542 0.00424627 0.00221826 0.00301239 0.00429288 0.00501177 0.00523915 0.0049851 0.00149825 -0.000245811 0.00127745 0.0019441 0.0032025 0.00231248 0.00411571 0.00225232 0.0021982 0.00121331 0.00418703 0.0040765 0.00288208 0.0038773 0.00420808 0.00621292 0.00412653 0.00407101 0.00278631
internal_weight=0 2787 2333 2232 2211 101 454 2190 433 400 376 334 68 47 266 429 185 1757 245 63 75 1694 1532 160 244 214 42 1509 1471 111
internal_count=3121 2787 2333 2232 2211 101 454 2190 433 400 376 334 68 47 266 429 185 1757 245 63 75 1694 1532 160 244 214 42 1509 1471 111
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 4 1 2 4 1 0 11 1 3 52 47 1 49 12 16 3 0 160 52 3
split_gain=17.2566 2.64817 1.79288 1.36236 0.978764 0.852251 0.69855 0.612608 0.58779 0.412407 0.401322 0.398789 0.280667 0.222927 0.193768 0.128407 0.142043 0.242459 0.21697 0.119999 0.113584 0.108758 0.0999912 0.0988758 0.0943659 0.110721 0.0922382 0.0904269 0.086463 0.0837885
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.13754500000000003 0.42051500000000003 0.086920000000000011 0.18019500000000002 1.0000000180025095e-35 0.088485000000000022 0.097915000000000016 -0.16675999999999999 0.090100000000000013 0.16175000000000003 -0.054319999999999993 0.082480000000000012 0.19444000000000003 -0.11171999999999999 -0.026509999999999995 -0.067824999999999983 -0.14765999999999999 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 12 9 14 -6 -5 13 -4 -1 16 17 24 -19 -10 -3 -14 -13 -16 25 -11 -7 -15 -27 -29
right_child=1 2 7 11 10 26 -8 -9 19 15 -12 22 21 27 23 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 28 -28 29 -30 -31
leaf_value=0.00078636012040275 0.00074075975945824847 0.00034855086774067254 0.00036867578350819284 0.00068054281931366196 0.00067974814301003273 0.00058137605202495518 0.00041914223738964283 0.00045931034651844034 0.0007825880534673 0.00061587237824129847 0.00040926069842980184 0.00049152556791308367 0.00014654207182211157 0.00030514770713534786 0.00065607798543851369 0.00056037634903309389 0.00080966333118500039 0.00043677910249315056 0.00068394095910315385 0.00095627050189410945 0.00047312820473031778 -9.6868332318899014e-06 0.00033511601163232639 0.00074688770987899826 0.00067933565722062036 0.00083595423549929289 0.00040886865333172168 0.0002269565703161289 0.00073375522777061497 8.392347815781738e-05
leaf_weight=930 71 191 42 34 71 22 24 37 20 29 30 33 93 21 53 20 62 22 36 65 33 21 30 354 156 34 26 32 498 31
leaf_count=930 71 191 42 34 71 22 24 37 20 29 30 33 93 21 53 20 62 22 36 65 33 21 30 354 156 34 26 32 498 31
internal_value=0 0.00038261 0.00034037 0.00073713 0.000439158 0.000746526 0.000751915 0.000224463 0.00075542 0.000749222 0.000599405 0.000509405 0.000188257 0.000252037 0.000770744 0.000715644 0.000719354 0.000712129 0.00059019 0.000915404 0.000366904 0.000117763 0.000417045 0.000735062 0.000721993 0.000733855 0.000487935 0.000193718 0.000740287 0.000156575
internal_weight=0 673 602 2448 325 2351 2303 277 2279 2194 101 97 240 126 1337 857 837 775 58 85 224 114 63 407 717 561 48 84 532 63
internal_count=3121 673 602 2448 325 2351 2303 277 2279 2194 101 97 240 126 1337 857 837 775 58 85 224 114 63 407 717 561 48 84 532 63
is_linear=0
shrinkage=0.00196078


Tree=7470
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 1 14 4 4 1 12 2 1 47 12 0 15 2 49 12 2 159 96 0 4 150 2 3 3 1
split_gain=17.8727 3.01882 1.4352 1.41265 0.959887 0.946952 0.590299 0.504072 0.499471 0.433095 0.414541 0.334722 0.250511 0.316263 0.235726 0.218287 0.307261 0.216602 0.207109 0.190415 0.157116 0.154803 0.153582 0.150179 0.147604 0.14462 0.203175 0.137827 0.177972 0.198623
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.11362000000000001 0.11690500000000002 0.062655000000000016 -0.064804999999999988 0.018150000000000003 0.09253500000000002 0.089410000000000003 0.16394500000000004 0.083345000000000016 0.084210000000000021 0.13597000000000004 -0.10836499999999999 -0.098289999999999975 0.094835000000000017 -0.054984999999999992 0.08815000000000002 0.11411 0.082585000000000006 0.087655000000000025 -0.13027499999999997 -0.52556499999999995 1.0000000180025095e-35 0.11237500000000002 0.30112000000000005 0.076840000000000006 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 21 8 -7 15 17 -6 22 23 -14 -12 16 -1 -4 -2 24 -5 25 27 -10 -17 26 -3 28 29 -9
right_child=1 5 9 20 10 7 -8 11 12 -11 14 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094889839267641666 0.00058637683764925801 0.00066517133777048074 0.00087859203272006091 0.00055075079494831607 0.00041717458735494048 0.00054288899045990631 0.00099879097154808704 0.00041062334733146588 0.00091285366248461158 0.00050557489445752861 0.00075918639350045956 0.00012537414066990954 0.00046543638348226353 0.00075015011992232478 0.00055804113630487137 0.0010117971781335537 0.00067390919328023284 0.00064607309597950792 0.00078935696720941744 0.00082816883768929575 0.00037377144307011061 0.00037165030147937983 0.00014291687770272727 0.00076088138465203487 0.00086442464714609683 0.00044209653858286348 0.00044503545682111683 0.00024674274180356675 0.00047467527566132718 0.00021738877491936313
leaf_weight=21 23 40 24 30 20 28 85 39 30 66 112 52 24 40 28 27 61 43 121 907 54 38 21 150 810 57 27 64 36 43
leaf_count=21 23 40 24 30 20 28 85 39 30 66 112 52 24 40 28 27 61 43 121 907 54 38 21 150 810 57 27 64 36 43
internal_value=0 0.000455592 0.000816385 0.000639057 0.000827765 0.000361592 0.000838644 0.000293157 0.000832068 0.00061831 0.000681234 0.000265736 0.000748747 0.000643382 0.000718957 0.000843202 0.000744333 0.000729363 0.000756937 0.000847851 0.000436978 0.000481142 0.00030169 0.00078621 0.000869179 0.000514696 0.00057646 0.00032001 0.000359749 0.000309293
internal_weight=0 673 2448 228 2315 445 2155 283 2070 133 160 255 244 64 140 1826 82 67 144 1744 84 162 203 180 837 124 67 182 118 82
internal_count=3121 673 2448 228 2315 445 2155 283 2070 133 160 255 244 64 140 1826 82 67 144 1744 84 162 203 180 837 124 67 182 118 82
is_linear=0
shrinkage=0.00196078


Tree=7471
num_leaves=31
num_cat=0
split_feature=1 4 2 10 133 2 0 3 394 1427 50 4 1452 2 160 1 3 159 13 484 128 128 2 1 48 1204 52 150 3 43
split_gain=0.261423 0.0435043 0.0415185 0.0422683 0.0326503 0.0331132 0.0311894 0.0438473 0.0325882 0.0322913 0.030912 0.0292529 0.0255763 0.0248122 0.0255193 0.0552583 0.0774377 0.0257874 0.023169 0.021687 0.0215399 0.0364645 0.0242012 0.040371 0.0371961 0.0360447 0.0331732 0.0329455 0.0375959 0.0448302
threshold=0.11146500000000002 0.27834500000000006 0.13622000000000004 1.0000000180025095e-35 0.085635000000000003 1.0000000180025095e-35 -0.075934999999999989 0.11296500000000002 -0.069949999999999984 0.083935000000000023 0.086295000000000011 -0.085594999999999991 0.087755000000000014 -0.0091949999999999983 -0.063384999999999983 0.081670000000000006 -0.095524999999999985 -0.073364999999999986 0.18141000000000002 -0.014934999999999999 0.10091000000000001 0.11876500000000001 0.087625000000000022 0.088975000000000012 0.091690000000000008 -0.082759999999999986 -0.080114999999999978 -0.088479999999999989 -0.081924999999999984 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 7 11 -8 13 -4 -1 20 -10 15 16 -15 -18 -16 -14 22 -22 -13 25 26 -24 -25 -27 -29 -30
right_child=2 -3 10 -5 -6 -7 8 -9 9 -11 -12 12 19 14 18 -17 17 -19 -20 -21 21 -23 23 24 -26 27 -28 28 29 -31
leaf_value=0.0062076410559563748 0.0052945870504691479 0.0025420450594868852 0.00041582446509912699 0.00049417335130446771 0.0012285202320199461 0.0029076725559416001 0.00040467032231390477 0.00051322182640433321 0.0020255379287326442 0.0083604660461701098 0.0035564822735401191 0.0054391680688718287 0.0057101581654534113 -0.0037310408009216187 0.0047018118028669658 0.0063583306323481449 0.0056559652788564568 0.001237281393259764 0.0081756009999662642 0.009661948766248922 0.0010220904950983822 0.006403272103634664 0.0090943601145409055 0.0030901303684169601 0.0051782090089141607 0.0086642415151887003 -0.0018571533505683361 0.0036539169154464822 0.0083302452023206065 0.0048639269970350302
leaf_weight=258 111 77 133 54 50 122 20 20 42 21 41 758 41 20 480 36 28 25 20 21 34 20 20 33 36 21 23 231 43 282
leaf_count=258 111 77 133 54 50 122 20 20 42 21 41 758 41 20 480 36 28 25 20 21 34 20 20 33 36 21 23 231 43 282
internal_value=0 0.00488367 0.00241031 0.003058 0.00354721 0.00404479 0.00495486 0.00516999 0.00438251 0.0045009 0.00115586 0.00522114 0.0050583 0.00437639 0.00453852 0.00315209 0.00157093 0.00357168 0.00484076 0.00704867 0.00497608 0.00301512 0.00504926 0.00462031 0.00267038 0.0049208 0.00105821 0.00477614 0.00462929 0.00532255
internal_weight=0 2610 511 337 283 233 2533 1841 692 672 174 1821 1563 651 609 109 73 53 500 62 1501 54 1447 689 92 597 56 577 556 325
internal_count=3121 2610 511 337 283 233 2533 1841 692 672 174 1821 1563 651 609 109 73 53 500 62 1501 54 1447 689 92 597 56 577 556 325
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 4 14 47 1 2 1 49 47 1 15 1 52 52 47 133 0 457 12 3 3 150 0 4 52
split_gain=11.9561 2.05448 1.02062 0.862488 0.701845 0.661896 0.42701 0.369469 0.363619 0.351838 0.24941 0.182429 0.165011 0.149079 0.118228 0.113995 0.103272 0.100592 0.0992228 0.0849466 0.0833126 0.0805705 0.0736588 0.122703 0.072839 0.0947091 0.113147 0.0723739 0.0799682 0.0748207
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.12337000000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.15799000000000005 -0.054984999999999992 0.10648500000000001 0.091195000000000012 0.024640000000000006 0.13075500000000004 -0.56176499999999996 -0.16675999999999999 0.091680000000000011 -1.0000000180025095e-35 -0.026509999999999995 0.080930000000000016 0.086915000000000006 0.0068900000000000012 0.30112000000000005 0.11386500000000001 0.18019500000000002 0.038415000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 13 7 10 11 -4 14 -7 -2 15 -1 24 20 -12 -9 -14 -5 -6 27 -24 -3 26 -26 28 -19 -30
right_child=1 5 9 16 21 8 -8 18 -10 -11 17 -13 19 -15 -16 -17 -18 22 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00074673617289206862 0.00050709196251244593 0.00033811420471781712 0.00067460990823470181 0.00035678205269583087 0.00057176436096722009 0.0002618773536506348 0.00046381319909557405 0.00073279698076886214 0.00045238086823321861 0.00042710853355058137 0.00078594201140933569 0.00010256743980200869 0.0007389525718548718 0.0005524601709066319 0.00069700625125790241 0.00053078837579849999 0.00030062076950664908 0.000710812426364461 0.00089073016677686712 0.00063501470912608168 0.00050840250017473196 0.00041053639008448671 0.0005175364721152517 0.00072026738296005605 0.00057341316045304521 0.00034485804873079297 0.00037372255223054514 0.00057887690470499146 0.00063292346482692865 0.00070910447035485945
leaf_weight=1117 23 79 34 22 22 170 24 20 35 63 45 33 62 28 220 22 24 543 65 59 38 26 24 22 24 34 20 20 117 86
leaf_count=1117 23 79 34 22 22 170 24 20 35 63 45 33 62 28 220 22 24 543 65 59 38 26 24 22 24 34 20 20 117 86
internal_value=0 0.000415874 0.000710966 0.000567226 0.000719099 0.000338328 0.00072399 0.00072673 0.000267803 0.000513862 0.000721816 0.00023598 0.000659334 0.000419414 0.000738553 0.000398603 0.000409326 0.000695703 0.000853569 0.000688272 0.000452808 0.000484433 0.000690703 0.000614495 0.00038008 0.000422584 0.000482645 0.000695279 0.0006984 0.000665197
internal_weight=0 673 2448 228 2351 445 2303 2279 238 97 2194 203 144 207 1337 179 84 857 85 121 60 48 812 46 157 78 44 766 746 203
internal_count=3121 673 2448 228 2351 445 2303 2279 238 97 2194 203 144 207 1337 179 84 857 85 121 60 48 812 46 157 78 44 766 746 203
is_linear=0
shrinkage=0.00196078


Tree=7473
num_leaves=31
num_cat=0
split_feature=1 12 44 2 47 2 34 4 1 10 10 3 12 1446 4 401 43 49 1209 2 132 1210 133 1209 3 2 2 49 1210 151
split_gain=0.262645 0.0750807 0.0379979 0.0371587 0.0359085 0.0450287 0.0413938 0.0394562 0.0334663 0.0327548 0.0580811 0.0288202 0.0272138 0.0352167 0.0327492 0.0261227 0.0259798 0.0252181 0.0264613 0.0245414 0.0441007 0.0328168 0.0382231 0.0347504 0.0363442 0.0463288 0.0317386 0.0313888 0.026955 0.0263518
threshold=0.12000500000000001 0.078300000000000008 1.0000000180025095e-35 0.10803500000000001 0.096300000000000011 1.0000000180025095e-35 -0.0011599999999999998 -0.064054999999999987 0.093575000000000019 -0.062879999999999978 -0.38124499999999995 -0.11171999999999999 0.092550000000000007 0.10573500000000001 -0.51253999999999988 0.085900000000000018 -0.082064999999999985 0.12497000000000001 -0.064814999999999984 0.089005000000000015 -0.050879999999999988 -0.15347999999999998 0.11269500000000002 0.091400000000000023 -0.097604999999999983 0.082275000000000015 0.090935000000000016 -0.061079999999999988 -0.089089999999999989 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9 10 -2 -5 14 17 -3 -11 -10 18 -14 21 -21 -16 23 24 25 -23 -22 -28 -26 -29
right_child=9 12 -4 11 -6 7 -8 8 16 15 -12 -13 13 -15 19 -17 -18 -19 -20 20 26 22 -24 -25 28 -27 27 29 -30 -31
leaf_value=0.0036197835914948484 0.0021448184571721974 0.0093104348606651739 0.0072569961747860597 -0.00090303901286626406 0.0083527704933658246 0.006209019183568509 -0.00089339291068514992 0.0047958967355599862 0.0045880502953381938 0.0025944121181290655 -0.0046465894579887394 0.002955738788214657 0.0018461803336524301 0.00080602826479741422 0.0094908374627786021 -0.0010727362574211188 0.00029032013601700338 0.0025776578647996851 0.005034989692929418 0.0001615217975562527 0.0034405435134316383 0.011873161593186004 0.0033255539268720897 0.0015507883112877608 0.0023439563075080515 0.0062923519107440087 0.0026696723361965269 0.0093096565328199751 0.0056784023023449858 0.0056278059065960973
leaf_weight=59 34 21 31 22 20 101 31 103 22 259 20 161 27 23 21 21 39 49 719 21 103 21 75 20 25 51 32 22 801 167
leaf_count=59 34 21 31 22 20 101 31 103 22 259 20 161 27 23 21 21 39 49 719 21 103 21 75 20 25 51 32 22 801 167
internal_value=0 0.00485198 0.00384932 0.00366 0.00423007 0.0039978 0.00206525 0.00465414 0.00369657 0.00188448 -0.000370518 0.00249184 0.00512066 0.00466363 0.00539156 0.00231938 0.00184032 0.00477523 0.00491958 0.00533101 0.00460247 0.00557888 0.00549615 0.00567349 0.00576531 0.00792009 0.00489031 0.005566 0.00557748 0.00605638
internal_weight=0 2787 589 558 375 355 90 265 164 334 54 183 2198 818 1380 280 61 795 746 1359 345 1014 993 918 898 72 324 221 826 189
internal_count=3121 2787 589 558 375 355 90 265 164 334 54 183 2198 818 1380 280 61 795 746 1359 345 1014 993 918 898 72 324 221 826 189
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=31
num_cat=0
split_feature=1 4 2 12 12 1 0 160 4 14 150 3 3 14 156 52 41 45 0 1 3 43 15 16 156 401 4 13 43 42
split_gain=0.214107 0.0601449 0.0460342 0.0348739 0.0318354 0.0448357 0.0258147 0.0247268 0.0310695 0.0351873 0.0242921 0.0430156 0.0234102 0.022463 0.0238636 0.0363292 0.0295792 0.0231576 0.0269028 0.0493864 0.0354644 0.0275777 0.0399548 0.0267263 0.0365904 0.033794 0.026444 0.0240759 0.0335102 0.0242132
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 -0.42850999999999995 0.15799000000000005 0.18019500000000002 -1.0000000180025095e-35 0.51388000000000011 -0.23083499999999998 0.10479000000000001 -0.026224999999999995 0.11658 0.062655000000000016 0.085790000000000019 -0.069804999999999992 0.079395000000000007 0.081955000000000014 -0.10474999999999998 0.083135000000000014 -0.020429999999999997 0.07827000000000002 -0.03241999999999999 0.013515000000000001 -0.031569999999999994 0.080710000000000018 -0.49013999999999996 0.016935000000000002 -0.24021999999999996 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 7 -4 -6 13 8 9 -3 11 -9 -12 17 15 -15 -17 18 19 21 -21 22 -1 27 -25 26 -26 29 -29 -20
right_child=1 2 4 -5 5 -7 -8 10 -10 -11 12 -13 -14 14 -16 16 -18 -19 23 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0055081927687681935 0.0052704515228050204 0.008028357461823718 0.0045462621166370808 0.0038957658707105391 0.0010312280591587414 -0.0040987440710887318 0.0015379873204178045 -0.0027939347724895928 0.0012984786795354204 0.0030726885233123445 0.0054302717652171852 0.0017145307825456502 0.0012400907391565852 0.0018983056620610031 0.0090971225562194984 0.0090630868169962655 0.003947797063738108 0.0077588454939276829 0.0053186997098199733 -0.0015769331438301986 0.0028618127253139392 0.0073815888349687865 0.00082277064040161868 0.0062856521501591239 0.0055893688904715411 -0.00021213852927427402 0.0034234881255696412 0.0054059988774410256 0.0026523810202239216 0.0044655325361476379
leaf_weight=52 78 23 20 184 115 20 28 24 38 38 30 179 24 22 21 26 20 22 780 24 72 31 28 58 69 22 308 73 112 580
leaf_count=52 78 23 20 184 115 20 28 24 38 38 30 179 24 22 21 26 20 22 780 24 72 31 28 58 69 22 308 73 112 580
internal_value=0 0.00263743 0.00234192 0.00277795 0.000822849 0.000271232 0.0045562 0.00220021 0.003543 0.00494122 0.00168295 0.00118151 0.00356797 0.00459263 0.00615054 0.00524057 0.00683905 0.00453048 0.00449832 0.00341303 0.00175213 0.00484949 0.0038683 0.00461054 0.00393873 0.00359758 0.0038199 0.00480926 0.00373894 0.00495485
internal_weight=0 773 695 540 155 135 2348 356 99 61 257 203 54 2320 89 68 46 2231 2209 207 96 111 80 2002 457 399 377 1545 185 1360
internal_count=3121 773 695 540 155 135 2348 356 99 61 257 203 54 2320 89 68 46 2231 2209 207 96 111 80 2002 457 399 377 1545 185 1360
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 2 4 14 48 1 1 47 12 4 1 0 15 1 2 12 3 160 16 49 0 15
split_gain=21.9962 3.48139 2.11897 1.91268 1.31542 1.22128 0.604293 0.586973 0.553291 0.548938 0.48025 0.465174 0.328093 0.258651 0.243708 0.197349 0.184344 0.176276 0.185621 0.234989 0.171466 0.448983 0.149888 0.12995 0.125827 0.121865 0.117441 0.115401 0.108518 0.296262
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.091265000000000013 0.27287000000000006 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.062655000000000016 -0.015314999999999997 0.090540000000000023 0.15964000000000003 0.090100000000000013 -1.0000000180025095e-35 -0.013514999999999998 0.075045000000000014 -0.046359999999999991 -0.23060499999999998 0.086920000000000011 -0.0091949999999999983 0.092550000000000007 0.0022600000000000003 -1.0000000180025095e-35 0.11346000000000002 -0.078034999999999979 -0.10607499999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 11 9 -5 16 -6 13 -8 28 25 24 -4 18 19 -14 -19 23 -15 -22 -3 -9 -7 -10 29 -1
right_child=1 2 7 8 10 26 12 14 27 -11 -12 -13 17 22 -16 -17 -18 20 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010403645739835853 0.00090955811309384872 0.00041233690128592997 0.00042835107781027769 0.00084033610305674761 0.00083950093251109544 0.00052094313879335805 0.00068769325055958086 0.00039114941428612508 0.00061522620452649228 0.00028073944344448779 0.00054360824375370754 0.0011154212835165311 0.00091928508922652856 0.000734205546535596 9.8858573716423484e-05 0.00062209260885161591 0.00065836141388256266 0.0010167096589320625 0.00098997427122678172 0.00078216818835736114 0.00090850808431051726 0.00056049415366906752 0.00090018728435388613 0.00082570767062455053 0.00051349259630980367 0.00026188776820975344 0.00071559694667019729 0.00044736583242375479 0.00095910109509921764 0.00079567663843545429
leaf_weight=30 74 105 21 34 71 26 32 38 31 42 30 62 259 23 29 33 37 24 102 59 136 20 231 157 86 107 22 32 1116 52
leaf_count=30 74 105 21 34 71 26 32 38 31 42 30 62 259 23 29 33 37 24 102 59 136 20 231 157 86 107 22 32 1116 52
internal_value=0 0.000508326 0.000458758 0.000908581 0.000565839 0.000919714 0.000926166 0.000331746 0.000638754 0.000451458 0.000751612 0.000949094 0.000882168 0.000941992 0.000262946 0.000482075 0.000575082 0.000890389 0.000917191 0.000893845 0.000856986 0.000844738 0.000885157 0.000864141 0.000457883 0.000295763 0.000610159 0.000529964 0.000954043 0.000885197
internal_weight=0 673 599 2448 325 2351 2303 274 97 100 101 1514 789 1452 174 224 58 757 420 318 337 313 254 293 191 145 48 63 1198 82
internal_count=3121 673 599 2448 325 2351 2303 274 97 100 101 1514 789 1452 174 224 58 757 420 318 337 313 254 293 191 145 48 63 1198 82
is_linear=0
shrinkage=0.00196078


Tree=7476
num_leaves=31
num_cat=0
split_feature=4 3 9 2 44 2 123 1 52 4 0 0 1447 0 16 52 15 2 51 123 1212 130 1447 42 128 43 52 1429 160 3
split_gain=0.243705 0.075528 0.0631936 0.0411365 0.0397593 0.0398868 0.0363974 0.0304604 0.0288911 0.0265658 0.0599412 0.0389493 0.0402864 0.0286437 0.0484957 0.0533276 0.0301093 0.0334842 0.0377422 0.0365839 0.0285222 0.0498571 0.0302702 0.0280252 0.0246479 0.0307972 0.0241025 0.0233088 0.0263093 0.022983
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 0.081805000000000017 0.13622000000000004 0.083965000000000012 0.095950000000000021 0.070205000000000017 -0.082249999999999976 -0.019414999999999998 -0.086934999999999985 -0.085804999999999979 -0.10836499999999999 -0.36241499999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.086100000000000024 0.087505000000000013 0.082585000000000006 0.090465000000000018 -1.0000000180025095e-35 -0.084334999999999979 0.088465000000000002 0.10551000000000001 0.18116500000000002 0.12492500000000002 0.094380000000000006 -0.54913999999999985 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 5 9 -1 -2 -7 11 13 23 -13 14 -11 16 17 -16 19 -19 22 -22 -14 -4 27 -26 29 28 -15 -9
right_child=3 -3 4 -5 -6 8 -8 26 -10 10 -12 12 20 24 15 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018345957482696661 0.0059366296720691032 0.0015258367867597069 0.0059762679392294021 -0.0021339700275954483 0.0080203496541990296 0.0038397512456867845 0.0036448935482271566 0.0032075078788403664 -0.00024871316645294427 0.0056412695738454833 -0.00080865082331001755 0.00059804610908031474 0.0090564184398813693 0.0079771754717261629 0.0058114693708846282 -0.0021111109387129548 0.0068972958623254232 -0.0011863722149947926 0.0049302688695145973 0.0034315942108213643 0.0063445175889581956 0.00058869858518900242 0.005256696030527047 0.0092203312467685657 0.00027645979582582815 0.004943329748329557 0.0046531685908999419 0.0024537297783771886 0.0049351819749342942 0.0011038703918165994
leaf_weight=22 20 75 89 24 38 56 27 69 25 87 20 20 22 29 29 20 21 42 30 29 27 34 446 38 26 31 29 37 1449 210
leaf_count=22 20 75 89 24 38 56 27 69 25 87 20 20 22 29 29 20 21 42 30 29 27 34 446 38 26 31 29 37 1449 210
internal_value=0 0.00465596 0.0047431 0.00186247 0.00480902 0.00476221 0.00118471 0.00215489 0.00257788 0.00483225 0.00463622 0.00536874 0.00500365 0.00469572 0.00371915 0.00274123 0.00338392 0.00281638 0.0019564 0.000699839 0.00517022 0.00313636 0.00543532 0.00694693 0.004856 0.00281458 0.00190933 0.00493281 0.00499487 0.00162412
internal_weight=0 2769 2694 352 2645 2607 49 328 81 2526 1850 676 549 1830 258 171 151 130 101 71 529 61 468 127 1572 57 308 1515 1478 279
internal_count=3121 2769 2694 352 2645 2607 49 328 81 2526 1850 676 549 1830 258 171 151 130 101 71 529 61 468 127 1572 57 308 1515 1478 279
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=31
num_cat=0
split_feature=4 2 3 9 2 44 149 147 4 14 48 0 4 42 0 42 1 160 96 48 52 0 1 49 42 2 150 130 0 12
split_gain=0.197401 0.0646804 0.0494737 0.0350943 0.0333205 0.0318852 0.0284592 0.0269024 0.052612 0.0269323 0.0302268 0.0232649 0.0497855 0.0301488 0.0278674 0.0217067 0.0339968 0.0204002 0.0203035 0.023049 0.0244346 0.0203741 0.0265318 0.0392965 0.0253306 0.0201467 0.0261534 0.0224619 0.0207893 0.0233939
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 1.0000000180025095e-35 0.07770500000000001 0.089365000000000014 -0.0060199999999999993 0.062655000000000016 0.13983000000000004 -0.10474999999999998 -0.0016099999999999997 1.0000000180025095e-35 -0.14649999999999996 -0.0098899999999999978 0.085110000000000005 0.079055000000000014 0.086715000000000014 0.12118000000000002 -0.075329999999999994 0.034820000000000011 0.11910500000000002 -0.043469999999999995 0.086835000000000009 -0.090999999999999984 -0.091259999999999994 -0.068174999999999986 0.18019500000000002 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 6 7 18 9 -9 10 11 12 14 15 -5 -14 -17 -1 19 20 -2 22 23 -22 -25 -13 -27 -28 29 -29
right_child=4 -3 -4 5 -6 -7 -8 8 -10 -11 -12 25 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00011210167847041573 -0.0010881769149342464 -0.00021038199422147237 0.0015175416950100604 0.0026554792301734173 -0.001920573065581266 0.0071256351657211781 0.0051140187541022899 0.0046207715359125887 -0.0019578006396477575 0.0060308843432995748 0.00076562232085658868 0.0018168892799716057 0.0036604622578514478 0.0027537293652965707 -0.0012640590564562725 0.010021934361152706 0.0049590759050463229 0.0040695099483127701 -0.0013332458880973893 -0.00094608644005627599 7.3150108801200989e-05 0.0052328533104931321 0.0010332196525165013 0.0058576333306821961 0.0021143886565776738 0.0079820954631681425 0.0059907028929649568 0.004823892399421127 0.0011595064029097557 0.0041260814212861529
leaf_weight=28 21 33 65 60 24 41 26 31 20 93 24 29 35 61 26 21 36 20 21 26 28 24 105 48 29 21 89 790 20 1226
leaf_count=28 21 33 65 60 24 41 26 31 20 93 24 29 35 61 26 21 36 20 21 26 28 24 105 48 29 21 89 790 20 1226
internal_value=0 0.00419036 0.00424344 0.00430977 0.00167622 0.00435881 0.0019394 0.00431487 0.00204094 0.00436069 0.00429698 0.00433209 0.00339558 0.00447765 0.0014705 0.00562069 0.00682434 0.00163024 0.00166609 0.00189024 0.00217944 0.00247269 0.00215724 0.00328126 0.00444784 0.004435 0.00447038 0.00443568 0.0043677 0.00439953
internal_weight=0 2769 2736 2671 352 2623 328 2582 51 2531 2438 2414 239 153 86 92 57 48 302 281 255 234 210 105 77 2175 2146 2125 2036 2016
internal_count=3121 2769 2736 2671 352 2623 328 2582 51 2531 2438 2414 239 153 86 92 57 48 302 281 255 234 210 105 77 2175 2146 2125 2036 2016
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 2 159 14 4 1 4 2 0 15 4 2 150 0 150 3 1 4 43 14 158 3 2 4 11
split_gain=12.3229 1.55249 1.34039 1.14802 0.832632 0.507656 0.444521 0.417281 0.408219 0.384502 0.27868 0.222871 0.181706 0.170198 0.157216 0.15624 0.153449 0.160565 0.152664 0.140151 0.134906 0.134866 0.120083 0.115184 0.114191 0.112528 0.109037 0.101974 0.101134 0.096499
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.10045500000000002 0.13075500000000004 0.14122000000000004 0.082585000000000006 0.076175000000000007 0.36766000000000004 0.077845000000000011 0.033845000000000007 0.11411 -0.11173999999999999 -0.097454999999999986 -0.55119499999999988 0.14285500000000004 1.0000000180025095e-35 -0.076899999999999982 0.081835000000000019 -0.12711499999999995 0.15471500000000002 0.053180000000000012 -0.013199999999999998 -0.44847999999999993 0.085030000000000008 0.13524500000000003 0.14753000000000002 0.26450500000000005 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 8 24 9 16 11 19 -4 13 -2 14 -1 -15 17 23 -17 22 -20 -7 -6 -5 -3 28 -25 -9 -13 -26
right_child=1 5 10 7 6 21 -8 27 -10 -11 -12 25 -14 15 -16 18 -18 -19 20 -21 -22 -23 -24 26 29 -27 -28 -29 -30 -31
leaf_value=0.00074351199879569066 0.00064503090425957401 0.00042323542394488695 0.00062637968766255205 0.0003837693229470395 0.00066833839981087959 0.00020322515001600645 0.00040973789712912096 0.00028157681273617281 0.00083573260454843752 0.00041941096712915372 0.00040016237929830367 0.00061942575161897545 0.00043881855726438373 0.00086161876121140508 0.00055045745596156827 0.00070796249286287911 0.00026834660648399837 0.00034901721891045164 0.00053373557825883234 0.00048708088850393333 0.00067257446343047444 6.4355672861472895e-05 0.00059008368418789377 0.00064967498426733445 0.00026534727196541891 0.00072486086998110508 0.00046803355622785021 0.00011050486837163303 0.00046845126732745595 0.00041930581643885258
leaf_weight=23 92 41 28 22 289 116 41 37 77 33 83 116 20 23 55 1295 22 41 30 22 261 35 102 24 72 33 27 21 20 20
leaf_count=23 92 41 28 22 289 116 41 37 77 33 83 116 20 23 55 1295 22 41 30 22 261 35 102 24 72 33 27 21 20 20
internal_value=0 0.000353244 0.000667917 0.000450142 0.000677581 0.000248839 0.000605121 0.000358888 0.000695837 0.000623082 0.000457226 0.000690033 0.000608207 0.000696834 0.000607384 0.00070117 0.000418275 0.000447208 0.000698843 0.000639356 0.000658261 0.000171037 0.000647924 0.000502357 0.000337171 0.000622147 0.000553512 0.000219637 0.000597224 0.000298817
internal_weight=0 590 2531 306 2420 284 487 194 1933 446 111 1856 112 1687 78 1609 136 114 1586 413 291 151 391 73 133 169 51 58 136 92
internal_count=3121 590 2531 306 2420 284 487 194 1933 446 111 1856 112 1687 78 1609 136 114 1586 413 291 151 391 73 133 169 51 58 136 92
is_linear=0
shrinkage=0.00196078


Tree=7479
num_leaves=31
num_cat=0
split_feature=1 3 124 148 15 376 2 42 14 48 12 2 40 4 47 124 0 376 151 123 49 49 1 48 1 0 13 4 15 16
split_gain=0.202481 0.0377061 0.0340221 0.0319782 0.0376254 0.0309681 0.0313199 0.0276019 0.0260049 0.024729 0.0244874 0.0252918 0.024037 0.0237286 0.021682 0.0194481 0.0234473 0.0191997 0.0237186 0.0329437 0.0188383 0.0310963 0.0309052 0.0527271 0.0296393 0.026672 0.0276057 0.0240381 0.0236682 0.0229745
threshold=0.11146500000000002 0.31299000000000005 -0.072314999999999977 -0.043434999999999994 -0.24436499999999997 0.083705000000000016 0.11548000000000001 0.091625000000000012 -0.47071999999999997 0.095205000000000012 -0.42850999999999995 0.15950500000000004 0.051255000000000002 0.36766000000000004 0.089640000000000011 -0.082135 -0.09595999999999999 0.084545000000000009 -0.08718999999999999 0.083430000000000018 -0.097394999999999995 -0.014989999999999998 0.085760000000000017 0.085485000000000019 0.081670000000000006 -0.14920999999999998 -0.17933499999999997 0.033845000000000007 0.024640000000000006 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 8 6 14 17 -5 -8 -3 -12 13 20 -6 -10 -17 18 -1 -20 24 22 -22 -24 28 -23 -27 29 -4 -28
right_child=1 10 12 4 5 -7 9 -9 15 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 21 25 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0054738770162830845 -0.00021619888462333215 0.0027789529947125739 0.0062287049188109282 0.0051331102894619108 0.0071554562305391305 0.00026473603740503844 0.00022287817878855598 -0.0004066765276630494 -0.0013800484201055953 0.0040509618342750601 0.00070302646966989742 -0.003308806408577683 0.00098540056031197303 0.0024498925761451433 0.0042369083251001683 0.0047425637593154213 0.0011195782333685968 0.0052705101625552071 0.0038634900183927632 -0.0007849756760212284 0.0044776408799651378 0.0061130545463501697 -0.0011173071093960769 0.0040700376759348223 0.0081560365629330701 0.0014676008466631175 0.0060567243557120036 0.0035758630680887155 0.0021014904952608052 0.0045578972312699736
leaf_weight=21 36 34 33 20 40 22 27 22 23 45 55 22 20 57 70 22 95 39 31 30 82 105 36 43 36 30 109 236 24 1656
leaf_count=21 36 34 33 20 40 22 27 22 23 45 55 22 20 57 70 22 95 39 31 30 82 105 36 43 36 30 109 236 24 1656
internal_value=0 0.00217442 0.00435117 0.00262693 0.00290812 0.00380851 0.00423688 0.00285156 0.00176011 0.00261543 0.000543758 -0.000443211 0.00443809 0.00446631 0.0052982 0.00127825 0.00180082 0.00344397 0.00257525 0.00157736 0.0045144 0.00445791 0.00311773 0.00170618 0.00590968 0.00455892 0.00447858 0.00452372 0.00449093 0.00465046
internal_weight=0 511 2610 400 364 204 182 143 160 72 111 77 2467 2447 110 140 117 121 82 61 2390 2297 161 79 93 2136 2031 2001 57 1765
internal_count=3121 511 2610 400 364 204 182 143 160 72 111 77 2467 2447 110 140 117 121 82 61 2390 2297 161 79 93 2136 2031 2001 57 1765
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 1 2 1 14 47 13 4 11 1 4 1 2 1 12 1 47 1420 3 160 1 47 11 43 16
split_gain=16.1036 1.85763 1.77933 1.03564 1.02325 0.746642 0.704346 0.488738 0.385215 0.305278 0.296782 0.258861 0.223382 0.218247 0.199039 0.417034 0.198003 0.182091 0.164124 0.145315 0.135013 0.128433 0.0986984 0.108637 0.123338 0.0925454 0.106732 0.0917121 0.0854368 0.0779113
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14122000000000004 0.13657000000000002 0.091265000000000013 0.077845000000000011 0.076175000000000007 0.13148500000000005 -1.0000000180025095e-35 0.024790000000000003 1.0000000180025095e-35 0.089770000000000016 -0.013514999999999998 0.086920000000000011 0.11411 0.16540500000000002 0.08401500000000002 0.13075500000000004 0.081320000000000017 -0.080064999999999983 -0.12018999999999998 -0.037174999999999993 0.12337000000000002 0.078345000000000012 0.095165000000000013 -0.079914999999999986 0.62925500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 7 11 9 -4 16 18 25 -13 14 -9 -16 22 -2 -8 21 -5 -18 -1 24 -24 26 -3 29 -10 -15
right_child=1 6 8 20 -6 -7 10 13 28 -11 -12 12 -14 27 15 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089736630101831685 0.00068963847709827616 0.00032033767263202052 0.00068754324433850308 0.00041187401821005939 0.00044963928381861682 0.00048579351975623066 0.00018600385112377919 0.00071241947806716913 0.00045935768419735993 0.0009093205244239984 0.00041286735302385161 0.0005882595966118586 0.00037558598671301056 0.00087501589185411826 0.00073318317978497748 0.00041781577016866087 0.00059261214427889315 0.0004832078282739602 -7.0936724032257117e-06 0.00074793663784760984 0.00023296047831441162 0.00078021606028664343 0.00057548243903757592 0.00078381829833333962 0.00077931667309181357 0.00025557801582491772 0.00047608488861099234 0.00069594474302397838 0.00031682478825091891 0.00073138811278576946
leaf_weight=28 92 87 28 50 45 41 110 648 61 61 20 29 55 53 38 28 47 20 20 366 24 20 21 955 25 62 21 24 22 20
leaf_count=28 92 87 28 50 45 41 110 648 61 61 20 29 55 53 38 28 47 20 20 366 24 20 21 955 25 62 21 24 22 20
internal_value=0 0.000371697 0.000731418 0.000533848 0.000742552 0.000748102 0.000297044 0.00075271 0.000488668 0.000773415 0.000190506 0.00035996 0.000449009 0.000713827 0.000701971 0.000599391 0.000767745 0.000652776 0.000156297 0.000732568 0.000353848 0.000648613 0.000782547 0.000779335 0.000686262 0.000315959 0.000350622 0.000801096 0.000421578 0.000835666
internal_weight=0 590 2531 186 2420 2375 404 2334 111 1523 150 254 84 811 714 66 1462 112 130 433 74 67 1029 1001 46 170 108 97 83 73
internal_count=3121 590 2531 186 2420 2375 404 2334 111 1523 150 254 84 811 714 66 1462 112 130 433 74 67 1029 1001 46 170 108 97 83 73
is_linear=0
shrinkage=0.00196078


Tree=7481
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 150 4 43 0 1 4 14 12 159 150 4 2 1 1 49 4 15 0 2 43 1 14 3
split_gain=13.9023 1.8455 1.58567 0.86804 0.843236 0.666294 0.524114 0.44527 0.424708 0.396395 0.388047 0.320259 0.302285 0.256896 0.217535 0.186432 0.167702 0.155812 0.174594 0.199559 0.155278 0.146281 0.132832 0.333044 0.142673 0.131316 0.126502 0.126367 0.117947 0.109784
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14530500000000005 0.092550000000000007 1.0000000180025095e-35 0.27287000000000006 -0.04890499999999999 -0.23194499999999998 0.12765500000000005 0.033845000000000007 0.076175000000000007 0.13597000000000004 0.078675000000000009 1.0000000180025095e-35 -0.51253999999999988 0.089005000000000015 0.083345000000000016 0.16175000000000003 -0.012034999999999999 -0.064054999999999987 -0.03241999999999999 0.056435000000000006 0.10774000000000002 -0.013199999999999998 0.13075500000000004 -0.46166999999999997 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 21 8 13 9 15 -5 -1 28 14 17 -8 16 26 -4 -19 -20 -7 -2 24 -24 -12 -11 -3 -6 -10 -28
right_child=1 5 6 7 27 20 12 -9 11 25 22 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00095743638149557264 0.00050939306324603517 0.00040534096600419999 0.00093393238003945699 0.00043429372130136346 0.00044777881460921729 0.00021950132910312866 0.00073434011462856737 0.00043263127726770543 0.00051059385154650209 0.00071640910265240859 0.00080555234970498813 0.00020624528408160554 0.00062541177921209066 0.00091391582450719489 0.00056028050383738037 0.00032542248224547388 0.00037316076046142293 0.00077694790871891137 0.00073880177172751737 0.00055980061831972588 3.0052786767761024e-05 0.00069441529719725897 0.0007024310356230928 0.00044891189286024047 0.00061835285596936968 0.00054018919527475009 0.00068296768635608789 0.00027468855252331186 0.00033440922167809572 0.00050224349194881966
leaf_weight=22 20 21 21 36 50 80 574 96 21 72 49 81 142 47 29 42 38 967 303 26 21 92 76 27 23 21 24 24 48 28
leaf_count=22 20 21 21 36 50 80 574 96 21 72 49 81 142 47 29 42 38 967 303 26 21 92 76 27 23 21 24 24 48 28
internal_value=0 0.000392442 0.000726673 0.000616957 0.000554062 0.000318033 0.000748627 0.000533745 0.000364007 0.000608992 0.000711996 0.000289867 0.000706802 0.000771471 0.000725969 0.000436693 0.000478796 0.000766388 0.000763673 0.000724656 0.000180111 0.000661376 0.00068114 0.000635975 0.000745753 0.000676618 0.000533784 0.000391641 0.000388031 0.000585655
internal_weight=0 590 2531 422 186 404 2109 225 303 129 197 150 745 1364 603 153 111 1317 1296 329 101 112 175 103 72 93 73 74 69 52
internal_count=3121 590 2531 422 186 404 2109 225 303 129 197 150 745 1364 603 153 111 1317 1296 329 101 112 175 103 72 93 73 74 69 52
is_linear=0
shrinkage=0.00196078


Tree=7482
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 4 2 1 2 1 0 50 1 1 1 1 52 15 4 1 14 0 49 475 1 16
split_gain=27.6166 4.32348 2.29564 1.99879 1.5258 1.28455 0.979523 0.975883 0.786684 0.726112 0.724401 0.683376 0.540821 0.400868 0.309333 0.289238 0.286066 0.281014 0.278973 0.276829 0.229927 0.198169 0.195822 0.173528 0.159135 0.142238 0.140298 0.123677 0.144935 0.187159
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 1.0000000180025095e-35 0.092845000000000025 0.089885000000000007 0.122715 -0.23001499999999997 0.041865000000000006 0.13075500000000004 0.12000500000000001 0.12408500000000001 0.091195000000000012 -0.56176499999999996 -0.089964999999999976 -0.036839999999999991 0.14699000000000004 0.096015000000000017 -0.010949999999999998 -0.053364999999999996 -0.08230999999999998 0.089770000000000016 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 17 12 -9 -11 -4 19 22 -14 21 -5 -3 -12 -1 -16 23 -2 -6 -10 -7 -13 -22 29 -29
right_child=1 4 11 16 15 25 -8 9 24 10 18 26 14 -15 20 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011794608823401437 0.0011819967685961254 0.00062217946681711409 0.0010404713747990339 0.00072956892107826432 0.00047150094893859352 0.00091535879181361155 0.00075125828921015743 0.0010565897500982471 0.00138776231256569 0.00094916932138742181 0.00066405784307077044 0.00079335753843046901 0.00089323717544521138 0.00083177643066160056 0.0012467407868578541 0.00054733224218742158 0.00047627701013184647 0.00039330541324456995 0.00048835972444696602 0.0011033646113599474 0.0011914296571363589 0.00015078742794174562 0.0010187789773060006 0.00026566122439416014 0.0011992879765826503 0.00070019585230882543 0.00060362050900433502 0.0011182607034145927 0.00096462025736552257 0.0010397249387570267
leaf_weight=1117 50 30 37 60 31 27 24 20 61 30 142 31 26 29 45 26 24 66 46 220 56 22 65 32 24 21 29 551 31 148
leaf_count=1117 50 30 37 60 31 27 24 20 61 30 142 31 26 29 45 26 24 66 46 220 56 22 65 32 24 21 29 551 31 148
internal_value=0 0.000678014 0.0011265 0.000897574 0.000565521 0.0011387 0.00114531 0.00063171 0.00114946 0.000699024 0.000666219 0.000830892 0.00114229 0.00103779 0.00110384 0.000366357 0.0006572 0.000464829 0.000621068 0.00116694 0.00111043 0.000311 0.00108974 0.000366947 0.00133455 0.000821225 0.000701651 0.00110263 0.00109581 0.00110163
internal_weight=0 673 2448 228 445 2351 2303 334 2279 238 218 97 2194 144 857 111 84 96 188 1337 831 85 115 63 85 48 60 786 730 699
internal_count=3121 673 2448 228 445 2351 2303 334 2279 238 218 97 2194 144 857 111 84 96 188 1337 831 85 115 63 85 48 60 786 730 699
is_linear=0
shrinkage=0.00196078


Tree=7483
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 2 16 10 42 3 16 15 43 11 483 2 157 157 16 4 52 0 15 151 51 43 475 12 2 43
split_gain=0.365222 0.0845321 0.0544533 0.0577188 0.0386131 0.0362853 0.0322272 0.0297929 0.0272484 0.0248212 0.0269622 0.0276104 0.0235308 0.0226636 0.0218241 0.0205768 0.0198271 0.0222606 0.0217966 0.0602503 0.0470555 0.0269448 0.0283612 0.0259314 0.022483 0.0212289 0.020318 0.031697 0.0239055 0.0254938
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.072314999999999977 0.14285500000000004 -0.23935499999999996 -0.062879999999999978 -0.0060199999999999993 -0.24190499999999995 -0.0073349999999999986 -0.088749999999999982 -0.080324999999999994 0.095720000000000013 0.086010000000000017 0.11548000000000001 -0.49695999999999996 -0.28320499999999993 0.19444000000000003 -0.46376499999999993 0.092650000000000024 -0.061629999999999997 0.040760000000000005 1.0000000180025095e-35 -0.15042499999999998 -0.04652499999999999 -0.008964999999999999 0.10227500000000002 0.10882500000000002 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 14 8 13 -2 -4 -1 -8 -11 -12 -10 16 -3 -16 -6 -18 19 -19 26 23 -23 24 -21 -25 -20 28 29 -28
right_child=1 2 7 -5 5 -7 9 -9 12 10 11 -13 -14 -15 15 -17 17 18 20 21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0060642606952959408 0.0034326058175661658 0.0026741213911535651 -0.0027054350845338335 0.0085001398307213098 0.0090892306005116563 0.0031241535579260345 0.0088288253328452516 0.0015379923583868031 0.0042592697178608632 0.0084485196751420914 0.0013228808226995173 0.0054305615762455595 4.7206468991048283e-05 0.0028491535846842456 0.0074148712633177643 0.0032152028122384639 0.0036216293609785764 0.011232720188796522 0.0068842039973361002 0.0091180982098223711 0.00072423614095896483 0.0026138365541555687 0.006482740323473183 0.0055796865547486285 0.0064007468565243572 0.0018773760413751007 0.0070418796965289708 0.0017010418339244401 0.0072240960972637623 0.0029901584562718533
leaf_weight=42 83 311 21 20 24 39 24 78 36 23 20 90 21 20 20 28 33 25 98 31 20 40 36 59 1711 21 24 24 55 44
leaf_count=42 83 311 21 20 24 39 24 78 36 23 20 90 21 20 20 28 33 25 98 31 20 40 36 59 1711 21 24 24 55 44
internal_value=0 0.00349505 0.00272621 0.00327171 0.00606537 0.00614846 0.00502634 0.000637871 0.00413156 0.00586889 0.00533477 0.00468371 0.00270746 0.00620054 0.00298043 0.00496506 0.00623039 0.0061995 0.00623838 0.00635555 0.00538815 0.00629131 0.00444648 0.00636826 0.0064491 0.00460783 0.00576887 0.00502532 0.00567396 0.00442018
internal_weight=0 718 478 379 2403 2304 240 99 99 157 133 110 57 2265 359 48 2245 2221 2188 1923 265 1898 76 1822 1742 80 245 147 123 68
internal_count=3121 718 478 379 2403 2304 240 99 99 157 133 110 57 2265 359 48 2245 2221 2188 1923 265 1898 76 1822 1742 80 245 147 123 68
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=31
num_cat=0
split_feature=1 12 3 15 3 43 147 52 12 43 376 457 39 2 12 11 0 4 4 13 2 0 42 2 4 12 400 48 43 12
split_gain=0.297331 0.0480959 0.0470584 0.0454788 0.0381521 0.034675 0.045313 0.0333155 0.0321891 0.0272921 0.0349321 0.0287615 0.0249565 0.0279135 0.0220519 0.021673 0.0199512 0.0255159 0.0348045 0.0194767 0.0304888 0.0379121 0.0228395 0.0343116 0.0266217 0.0234419 0.0268277 0.0226351 0.0352445 0.0214167
threshold=0.11146500000000002 0.078300000000000008 0.31534000000000006 0.035560000000000008 0.12178000000000001 -0.073404999999999984 0.089365000000000014 -0.26636999999999994 -0.42850999999999995 -0.095049999999999982 0.084545000000000009 0.080930000000000016 0.088025000000000006 1.0000000180025095e-35 0.11734000000000001 0.08976000000000002 -0.061629999999999997 -0.011209999999999999 0.066685000000000008 0.0015850000000000003 0.11018500000000002 0.11070500000000001 -0.085874999999999993 0.083995000000000014 -0.087394999999999987 0.086345000000000019 -0.08131999999999999 0.093265000000000015 -0.50216499999999986 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 9 -7 -2 -4 -1 11 -11 13 -9 15 19 17 -15 -19 22 21 27 23 -3 -25 -26 -27 28 -21 -24
right_child=2 14 8 -5 -6 6 -8 12 -10 10 -12 -13 -14 16 -16 -17 -18 18 -20 20 -22 -23 29 24 25 26 -28 -29 -30 -31
leaf_value=0.0049794757255801451 0.0057017502071254932 0.0088994921943931684 0.0030499406412298627 0.0072275772460138887 0.00041041056930015871 0.0055049991704703982 0.00093969490117160612 0.0050620928737579998 -0.00086412819737399175 -0.0004682271893176696 0.0052521440647440082 0.0036928560351952911 0.0018107514523362117 0.0064772642749760835 0.0040142842607482718 0.007753596509598751 0.00049940825574594787 -0.00021737518254667522 0.0038205471514359221 0.0077045128384435725 0.0022941903700120746 0.0086055054701864725 0.0077678290906822607 0.0027195491912690075 0.0093609539751449353 0.0025771763181546706 0.0068645902851130819 0.0019259277876699345 0.0045726934118424751 0.0055280801805453056
leaf_weight=54 46 54 34 53 26 231 24 76 55 46 27 26 143 21 88 47 32 30 74 44 40 30 44 22 23 20 54 24 196 1437
leaf_count=54 46 54 34 53 26 231 24 76 55 46 27 26 143 21 88 47 32 30 74 44 40 30 44 22 23 20 54 24 196 1437
internal_value=0 0.00535853 0.00272076 0.00446225 0.00412455 0.00436123 0.00507532 0.00316147 0.000631134 0.00317108 0.00218468 0.00103439 0.00285069 0.00348894 0.00556413 0.00563115 0.00272741 0.00329777 0.00265576 0.00558097 0.00488444 0.00523685 0.00572163 0.00680888 0.0058602 0.00657251 0.00570583 0.00485405 0.00514686 0.00559462
internal_weight=0 2610 511 487 434 408 255 422 89 153 99 72 376 233 2123 2035 157 125 104 1988 334 294 1654 173 119 97 74 264 240 1481
internal_count=3121 2610 511 487 434 408 255 422 89 153 99 72 376 233 2123 2035 157 125 104 1988 334 294 1654 173 119 97 74 264 240 1481
is_linear=0
shrinkage=0.1


Tree=7485
num_leaves=31
num_cat=0
split_feature=1 1 457 12 51 0 51 1 2 14 40 47 51 3 4 15 4 15 11 43 1212 1212 401 15 1212 15 400 42 1 3
split_gain=0.244895 0.0679428 0.0470706 0.0388008 0.0294572 0.0292857 0.0288971 0.039345 0.0283783 0.0252504 0.0220248 0.0210329 0.0208526 0.0194036 0.0195416 0.037544 0.0193937 0.0189527 0.0183233 0.020402 0.0301663 0.0382724 0.0477244 0.0264068 0.0252593 0.0226703 0.0247203 0.0285922 0.056666 0.0275995
threshold=0.12000500000000001 0.095950000000000021 0.079590000000000008 -0.083994999999999986 -0.11063499999999998 -0.14723999999999998 -0.40274499999999996 0.16773500000000005 0.15109000000000003 0.062655000000000016 -0.050459999999999998 0.098400000000000015 0.11144500000000002 0.090900000000000009 -0.46376499999999993 -0.0072999999999999992 -0.034939999999999992 -0.03241999999999999 0.082245000000000013 0.0068900000000000012 -0.014129999999999998 -0.16927999999999996 0.12463 0.085935000000000025 -0.47073499999999996 -0.11033999999999998 -0.0064499999999999991 0.097020000000000009 0.081670000000000006 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 -2 16 9 13 -6 12 -12 18 -15 -16 -8 -4 19 20 21 22 24 -23 -1 -21 -27 28 -28 -29
right_child=6 2 17 4 10 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 25 -22 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0052311330687371087 0.0052955200729427263 -0.00079129338361478099 0.0024702559000745949 0.0065244655403148503 0.0074010053463280205 0.0034191679558716716 0.0038330252724699679 -0.0025575651942441862 0.0013315289902190368 0.0067254517557947639 0.0040710970841524889 0.0023762525045738308 0.006967074021563999 0.0053663900474716425 0.0043668073552632419 -0.0011240027472376824 0.001574423909496174 -0.00095503282334123338 0.0022138338738485522 0.0066250575527262226 0.0050702458380566442 0.0065890045836567886 0.0082878416599705806 0.010473535973578692 0.00020527132553979757 0.0064529920209775151 0.0035960427679634049 0.0068887900633530482 -0.0020844639168353754 0.0036126421011673914
leaf_weight=20 23 24 70 64 20 53 45 21 21 84 222 65 28 34 33 20 245 21 23 39 1522 42 25 30 20 38 144 45 20 60
leaf_count=20 23 24 70 64 20 53 45 21 21 84 222 65 28 34 33 20 245 21 23 39 1522 42 25 30 20 38 144 45 20 60
internal_value=0 0.00474064 0.00376365 0.00416204 0.00455866 0.00210682 0.00187517 0.00162222 0.00499017 0.00502511 0.0041831 0.00397879 0.00439545 0.00495757 0.00349519 0.0022948 0.0019249 0.0016798 0.00502031 0.0050525 0.00519818 0.00661948 0.00486037 0.00820756 0.0027182 0.00435401 0.0040655 0.00372823 0.0029033 0.00501671
internal_weight=0 2787 567 476 399 77 334 311 2220 2199 335 315 250 2115 87 53 290 91 2028 2005 1659 137 65 72 40 346 307 269 164 105
internal_count=3121 2787 567 476 399 77 334 311 2220 2199 335 315 250 2115 87 53 290 91 2028 2005 1659 137 65 72 40 346 307 269 164 105
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=31
num_cat=0
split_feature=1 155 1 1348 12 51 4 0 16 2 132 2 16 2 4 45 124 376 4 4 457 14 16 15 16 15 49 4 48 4
split_gain=0.19999 0.0530876 0.036998 0.0268676 0.0307482 0.0286745 0.0258664 0.0246833 0.0415023 0.0332647 0.0244789 0.0225665 0.0252911 0.0218143 0.0205403 0.0200358 0.0219089 0.021091 0.020032 0.0262055 0.0197589 0.0201423 0.0202833 0.0186553 0.0173783 0.0519364 0.0167159 0.0258136 0.0212048 0.0217197
threshold=0.10124500000000002 0.11245500000000001 0.13707500000000003 0.092395000000000019 1.0000000180025095e-35 0.10614000000000001 0.42642000000000008 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.090145000000000017 0.13404500000000005 0.11346000000000002 0.10276500000000001 0.065520000000000009 0.081955000000000014 -0.072314999999999977 0.084545000000000009 0.51164000000000009 0.50500500000000004 -0.079829999999999984 -1.0000000180025095e-35 -0.078844999999999985 -0.093244999999999981 -0.50339499999999993 -0.43375999999999998 0.0093850000000000027 0.0052350000000000009 0.083685000000000009 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 10 6 13 8 -4 18 20 15 -13 14 -6 16 17 23 19 -9 -2 22 -22 -1 -23 -26 27 28 -27 -30
right_child=1 -3 7 -5 5 -7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0038760236833089348 0.005228312782943249 0.0053077948745340114 0.00024833964222731688 -0.00085727626574225732 0.0036109063523569306 0.0068100004452922996 0.00057160574597892933 0.0014908454338164658 0.006416305280290544 -0.0029625192917883398 -0.0010771551239304245 0.00018958137728846992 0.0047418893937466906 0.0016789430962695232 0.0066591919326622583 0.0074984810018742633 0.0045260840225666791 0.0052149516458694749 0.0035027500555700575 -0.0028045938315335662 0.0063421484527432116 0.0031432402417743326 0.0025618656137521615 0.00018782315491989722 -0.0034767973005364185 -0.00076159758464200422 7.8340792429766484e-05 0.005406638785731048 0.0052394152600424024 0.0012069579018690788
leaf_weight=24 25 66 24 20 60 29 27 49 20 25 20 26 23 31 35 22 2195 26 26 20 22 74 40 32 20 24 35 25 22 34
leaf_count=24 25 66 24 20 60 29 27 49 20 25 20 26 23 31 35 22 2195 26 26 20 22 74 40 32 20 24 35 25 22 34
internal_value=0 0.00259545 0.00234225 0.00273981 0.00287736 0.0039269 0.00338044 0.00102594 0.00305196 0.000283067 0.0023172 0.00444989 0.00232638 0.00398233 0.00473396 0.00449515 0.00446613 0.00286126 0.00113717 0.000245791 0.00252868 0.00230067 0.00390326 0.00176848 0.00187606 0.00128998 0.00197095 0.00260182 0.00172532 0.00279114
internal_weight=0 773 707 543 523 182 153 164 44 120 341 2348 49 126 95 2299 2277 82 95 69 321 296 62 56 234 160 140 105 80 56
internal_count=3121 773 707 543 523 182 153 164 44 120 341 2348 49 126 95 2299 2277 82 95 69 321 296 62 56 234 160 140 105 80 56
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=31
num_cat=0
split_feature=1 2 97 11 11 457 456 40 400 13 0 131 13 16 131 2 1454 12 13 484 151 16 3 13 2 16 52 157 40 4
split_gain=0.162725 0.0477106 0.034856 0.0291334 0.0280849 0.0270073 0.0281326 0.0265969 0.0224591 0.0224656 0.0223162 0.0256654 0.0329703 0.0232133 0.0231193 0.0222476 0.0222449 0.0217764 0.024894 0.0203701 0.0205466 0.0211369 0.0197222 0.0219304 0.0222064 0.0217273 0.0327732 0.020742 0.0195039 0.0178986
threshold=0.12000500000000001 0.098630000000000009 -0.083924999999999986 0.080455000000000013 0.085155000000000022 0.10613500000000002 0.092050000000000007 0.051255000000000002 -0.070649999999999991 -0.16152999999999998 0.024095000000000002 0.096070000000000016 -0.0025349999999999995 0.052820000000000013 0.10548500000000001 -0.090999999999999984 0.091445000000000012 -0.081419999999999979 -0.074044999999999986 0.10948000000000001 -0.088934999999999986 -0.52595999999999987 -0.24210499999999999 0.0076650000000000008 0.11093500000000002 0.41553500000000004 0.0031350000000000002 -0.0036449999999999994 -0.078554999999999986 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 -5 6 7 8 -3 -10 11 12 17 -14 -13 -4 19 -2 -19 20 -11 -22 -23 24 29 26 -25 -27 -17 -24
right_child=10 5 3 4 -6 -7 -8 -9 9 16 -12 14 13 -15 -16 28 -18 18 -20 -21 21 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=0.00086440732839312702 0.0019195157522335648 0.00039580995419427113 0.0016422776410960267 0.0086864424783184568 0.0044908441555423619 -0.00038668132121009487 -0.00044516496825963264 -0.00023415538249537348 0.0015613402103019111 0.0061060666914896245 -0.00071034175613021949 0.0062218561039670654 0.0041276425984286677 0.00086655846131699428 0.0016874746207825163 0.0063029442550032403 0.00088760157232172789 -0.0014389003827733071 0.002366929196590639 0.006935166281514935 0.00097956350835939421 0.0060453797043633784 0.0048956344452314874 -0.0010550031733146171 0.0048486397134565561 0.0061856289549420277 0.003215253950812195 0.0023219556679109563 0.004071418380281102 0.0025212027906570912
leaf_weight=33 65 23 37 27 39 21 20 20 51 35 40 23 58 35 22 40 26 68 23 21 29 35 44 32 162 24 41 33 1880 114
leaf_count=33 65 23 37 27 39 21 20 20 51 35 40 23 58 35 22 40 26 68 23 21 29 35 44 32 162 24 41 33 1880 114
internal_value=0 0.0038415 0.00408821 0.00414079 0.00620723 0.0031476 0.00325214 0.00335931 0.00346658 0.00357574 0.00150572 0.00180722 0.00141002 0.00290035 0.00400505 0.0040711 0.00374811 0.000521556 -0.000476987 0.00387859 0.00376167 0.00360203 0.00375884 0.003581 0.00402595 0.00248573 0.00134336 0.00394877 0.00411791 0.00318244
internal_weight=0 2787 2056 2023 66 731 710 690 670 647 334 294 249 93 45 1957 596 156 91 570 549 514 485 450 320 130 73 57 1920 158
internal_count=3121 2787 2056 2023 66 731 710 690 670 647 334 294 249 93 45 1957 596 156 91 570 549 514 485 450 320 130 73 57 1920 158
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 4 11 2 1 4 2 4 15 1 0 47 2 16 1 475 15 3 14 3 0 14 3 0
split_gain=9.99602 1.7101 1.02303 0.833353 0.548506 0.509239 0.372938 0.330361 0.326709 0.294166 0.290206 0.25424 0.244034 0.208332 0.167929 0.151376 0.116511 0.110706 0.100989 0.0958266 0.110693 0.0899366 0.0870248 0.106986 0.0869548 0.0867383 0.085733 0.0781864 0.07685 0.0710914
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.13082500000000002 0.27834500000000006 1.0000000180025095e-35 0.091265000000000013 0.09253500000000002 0.40473500000000007 0.14838000000000004 0.27834500000000006 0.024640000000000006 0.086920000000000011 -0.23194499999999998 0.090100000000000013 0.087675000000000017 0.19444000000000003 0.089770000000000016 -1.0000000180025095e-35 -0.037864999999999989 -0.23446499999999998 -0.23083499999999998 -0.010424999999999999 -0.026509999999999995 0.077685000000000018 -0.12018999999999998 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 17 12 8 9 15 -5 -7 13 -4 22 16 -1 24 -17 20 -11 -21 -10 -24 -3 -15 -6 -16 -18 -26
right_child=1 2 6 10 26 11 -8 -9 14 19 -12 -13 -14 25 27 18 28 -19 -20 21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00079997922859939878 0.00062532116744525045 0.00040946738873024602 0.00036284803568297798 0.00058024811570241521 0.00050508112932178537 0.00056176955382787304 0.00040844762062374547 0.00038766815474857835 0.00076895534480903656 0.00061046832871120785 0.00035417950453194187 0.00035025058744226657 0.00011175550773088063 0.00027240265936567121 0.00088256357809881757 0.00061489788875494908 0.00055720963898827052 0.00044007446792306498 0.00048382059226628217 0.00062152745326360067 0.00048364541313678796 0.00052367367726915027 0.00068466326602700713 0.00050763473067742208 0.00039353074244649166 0.00015997416171391861 0.00033876805469326308 0.00074164942278834496 0.00065204998977582665 0.00028194712578778655
leaf_weight=20 76 33 41 34 22 74 37 22 20 481 61 31 84 41 24 387 34 33 24 50 28 130 35 21 26 74 26 41 970 141
leaf_count=20 76 33 41 34 22 74 37 22 20 481 61 31 84 41 24 387 34 33 24 50 28 130 35 21 26 74 26 41 970 141
internal_value=0 0.00034784 0.00031355 0.000615109 0.000622433 0.000385947 0.000225211 0.000626787 0.00062911 0.000623042 0.000435088 0.000499321 0.000196962 0.000242842 0.000720509 0.000639032 0.00065179 0.000334855 0.000607244 0.000589741 0.000603492 0.000550855 0.00065793 0.000618278 0.000317494 0.000200057 0.000414995 0.000793679 0.000648838 0.000299319
internal_weight=0 691 615 2430 2335 338 277 2287 2265 2124 95 105 240 156 141 1435 1024 233 411 689 509 180 76 56 200 115 48 65 1004 167
internal_count=3121 691 615 2430 2335 338 277 2287 2265 2124 95 105 240 156 141 1435 1024 233 411 689 509 180 76 56 200 115 48 65 1004 167
is_linear=0
shrinkage=0.00196078


Tree=7489
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 457 2 14 1 4 0 15 1 0 4 4 49 4 3 147 13 15 4 52 16 16 43 11
split_gain=10.1183 1.34931 1.13488 0.925573 0.651005 0.467572 0.339205 0.312375 0.305637 0.286095 0.246325 0.183103 0.169754 0.171578 0.151713 0.136084 0.159179 0.125129 0.117526 0.103459 0.100017 0.0944423 0.0912719 0.144136 0.0842301 0.0770434 0.0911753 0.073396 0.0718175 0.0639802
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.080930000000000016 0.14285500000000004 0.076175000000000007 0.077845000000000011 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.15471500000000002 -0.079119999999999982 -0.55119499999999988 0.098655000000000007 -0.012034999999999999 0.053180000000000012 -0.12711499999999995 0.088610000000000008 -0.0025349999999999995 -0.033689999999999991 -0.020529999999999996 0.0031350000000000002 0.51222500000000004 -0.052894999999999991 -0.080324999999999994 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 21 17 8 19 11 -4 12 13 -1 -7 -14 -17 22 -2 -6 -18 -3 -5 -24 -15 26 -21 -13 -12 -11
right_child=1 5 10 6 7 14 -8 -9 -10 29 28 27 15 24 -16 16 20 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006844808175232506 0.0004161591648909391 0.00033018915774268083 0.00057042801977038714 0.0003015902299689604 0.00059935726257145667 0.00018226314163721148 0.00020297261412608724 0.00036881992264705543 0.00039774932139569514 0.00066080911423239258 0.00039453392643475299 0.00058133120492895524 0.00064689383693552289 0.00058043732513942303 3.4975305262233029e-05 0.00076500329824969588 0.0004971258417397988 0.00050440009452998194 0.00058200193024403194 0.00044098796472836018 0.00060671276994629512 0.00018689773407661251 0.00050460823307517844 0.00029130734078913062 0.0004224960175004488 0.0005915099123612839 0.00058701698394382691 0.00046807694534011196 0.00026731483963184251 0.00078430066971391023
leaf_weight=23 20 112 28 60 292 116 58 34 39 23 59 143 1175 21 35 23 35 26 92 48 376 21 29 21 34 49 25 26 24 54
leaf_count=23 20 112 28 60 292 116 58 34 39 23 59 143 1175 21 35 23 35 26 92 48 376 21 29 21 34 49 25 26 24 54
internal_value=0 0.000320124 0.000605264 0.00041046 0.000614156 0.000222791 0.000328522 0.000550085 0.00056369 0.000630299 0.000411397 0.00062544 0.000631604 0.000542271 0.000148124 0.000635935 0.000606264 0.000382066 0.000552387 0.000579322 0.000597381 0.000307564 0.00035315 0.000415022 0.000482801 0.000531367 0.000490998 0.000563907 0.000357748 0.000747414
internal_weight=0 590 2531 306 2420 284 194 487 453 1933 111 1856 1687 78 151 1609 434 136 112 414 411 133 110 50 55 122 73 169 83 77
internal_count=3121 590 2531 306 2420 284 194 487 453 1933 111 1856 1687 78 151 1609 434 136 112 414 411 133 110 50 55 122 73 169 83 77
is_linear=0
shrinkage=0.00196078


Tree=7490
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 4 4 2 2 13 1 3 52 1 2 10 52 2 49 12 0 1 16 13 4 52
split_gain=7.40507 1.22236 0.770977 0.65296 0.411274 0.410375 0.273321 0.234983 0.230104 0.224751 0.196234 0.187202 0.158893 0.108399 0.0917025 0.0892791 0.085194 0.114413 0.13288 0.0676862 0.0646001 0.0689041 0.108309 0.0669909 0.0644777 0.0632714 0.0709968 0.0628736 0.0591224 0.0536113
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.27834500000000006 0.40945500000000007 0.090050000000000005 0.11474000000000002 -0.28558999999999996 0.091195000000000012 0.12745000000000004 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.38124499999999995 -0.024714999999999997 0.11144000000000001 -0.007794999999999999 -0.015429999999999998 -0.026509999999999995 0.082005000000000008 0.19444000000000003 -0.0062949999999999994 -0.0070899999999999991 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 9 10 -5 11 13 14 28 -4 -1 -15 -13 25 -19 -9 -3 23 -23 -22 -7 26 -18 -12 -6 -28
right_child=1 2 7 8 12 24 -8 19 -10 -11 27 16 -14 15 -16 -17 17 18 -20 -21 21 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.000638381223239574 0.00061348365058486187 0.00033120169321980701 0.00026140745495464287 0.00057883280594731143 0.00064017332753663579 0.00051410561112052826 0.00072894860950344694 0.0002103955295332197 0.00037753010825477049 0.00041779635404361122 0.00022781041842564719 0.00067893877197388263 0.00037987540513951314 0.00035111076132201185 0.00059428435340104383 0.00049702777039437062 0.00060338061317830104 0.00038143610955676001 0.00057404890455597761 6.6640714466498766e-05 0.00054089808507877231 0.00023966403256312193 0.00040650842268845881 0.00039439484038773705 0.00036987505649844376 0.00070219814610414475 0.00057191474721741216 0.00032566889772468787 0.00052269158520917782 0.00047282824796788836
leaf_weight=1129 76 108 25 34 23 22 84 34 61 22 98 43 26 38 216 28 555 21 40 20 20 21 52 30 26 21 131 34 58 25
leaf_count=1129 76 108 25 34 23 22 84 34 61 22 98 43 26 38 216 28 555 21 40 20 20 21 52 30 26 21 131 34 58 25
internal_value=0 0.000378887 0.000349897 0.000608925 0.000412745 0.000615408 0.000619174 0.000273208 0.000449575 0.000614989 0.000301311 0.000616978 0.000513242 0.000371365 0.000631299 0.000413015 0.000593936 0.000589327 0.00050774 0.000157153 0.000366195 0.00039692 0.000358512 0.000452996 0.000435981 0.000596126 0.000592993 0.000253016 0.000556051 0.000556036
internal_weight=0 691 615 2430 338 2335 2287 277 95 2203 223 2181 107 91 1345 66 836 793 61 54 231 123 73 50 48 732 711 132 81 156
internal_count=3121 691 615 2430 338 2335 2287 277 95 2203 223 2181 107 91 1345 66 836 793 61 54 231 123 73 50 48 732 711 132 81 156
is_linear=0
shrinkage=0.00196078


Tree=7491
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 12 43 47 3 150 14 4 1 1 49 2 2 16 47 0 12 3 1 15 1 133 47 52 159 2
split_gain=16.7368 2.80028 1.40451 0.984853 0.793839 0.753849 0.715726 0.558709 0.492006 0.425454 0.414626 0.330083 0.2987 0.281443 0.256025 0.25306 0.250154 0.240614 0.195233 0.17808 0.177385 0.217691 0.171714 0.147297 0.130245 0.115189 0.113857 0.111356 0.107425 0.105673
threshold=0.10508500000000001 -0.059315 0.051320000000000005 0.27834500000000006 0.11690500000000002 0.091475000000000015 -0.073404999999999984 0.085505000000000012 0.11658 0.09487000000000001 0.076175000000000007 0.033845000000000007 0.087325000000000014 0.15799000000000005 -0.054984999999999992 0.12358500000000001 0.090545000000000014 -0.061854999999999993 0.10648500000000001 -0.10011499999999998 -1.0000000180025095e-35 0.11658 0.13075500000000004 -1.0000000180025095e-35 0.08592000000000001 -1.0000000180025095e-35 0.091680000000000011 0.12418000000000001 0.078675000000000009 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 18 10 12 13 9 16 29 15 23 27 -2 19 -8 -9 20 -7 -3 -22 25 -1 -13 -5 -16 -6 -18 -4
right_child=1 4 5 22 7 11 8 17 -10 -11 -12 24 -14 -15 26 -17 28 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077080452505917478 0.0005096118242971326 0.00034417877588224864 0.00082690381759892252 0.00037524951298168314 0.00022969154884515245 0.00092890284192588069 0.00083742068659951765 0.00032989878474008332 0.00045019089939754483 0.00047050957440161241 0.0010062903191224186 0.00068789333848601306 0.00044977735929973119 5.331901303286079e-05 0.00079396715426580729 0.00057572782219445179 0.00066993434326411707 0.00056140700078644999 0.00062442221003128036 0.00076623656085494235 0.00062802340807238677 0.00040605272076615532 0.00029191978868695122 0.00053830318755524994 0.00052713615349783715 0.00055353176098612937 0.00067363544015957297 0.00036647870214135211 0.00080477479871204579 0.00078384881077764442
leaf_weight=22 23 67 917 22 150 27 107 45 24 20 46 123 68 33 62 26 85 28 20 621 26 49 24 20 23 38 59 27 31 288
leaf_count=22 23 67 917 22 150 27 107 45 24 20 46 123 68 33 62 26 85 28 20 621 26 49 24 20 23 38 59 27 31 288
internal_value=0 0.000424122 0.000773262 0.000600821 0.000333588 0.000793301 0.000663183 0.000270929 0.00071802 0.000744472 0.000823588 0.000747094 0.000530078 0.000219563 0.000699247 0.000765404 0.000769042 0.000418696 0.000443047 0.000773014 0.000417501 0.000483003 0.000432093 0.00066009 0.000662569 0.000488162 0.000735293 0.000250557 0.000705969 0.000816613
internal_weight=0 673 2448 228 445 2071 377 283 267 243 1251 820 110 210 144 674 223 73 162 648 142 75 84 42 146 60 121 177 116 1205
internal_count=3121 673 2448 228 445 2071 377 283 267 243 1251 820 110 210 144 674 223 73 162 648 142 75 84 42 146 60 121 177 116 1205
is_linear=0
shrinkage=0.00196078


Tree=7492
num_leaves=31
num_cat=0
split_feature=1 4 457 3 1 0 0 0 4 16 2 11 52 11 16 52 133 4 42 151 43 483 51 42 48 40 51 484 0 52
split_gain=0.313747 0.0748833 0.0611674 0.0435448 0.0358905 0.0298851 0.0283755 0.0304002 0.0246041 0.0289122 0.028053 0.0244971 0.0405441 0.0353408 0.0245999 0.0298271 0.0271935 0.0358125 0.0598875 0.0267636 0.0241539 0.0231421 0.0230372 0.0259479 0.0227724 0.0272258 0.0224764 0.0219924 0.0213873 0.0275203
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.07793499999999999 0.13075500000000004 0.18019500000000002 0.024095000000000002 -0.036484999999999997 0.042705000000000007 -0.44310499999999992 0.13913500000000004 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 0.013515000000000001 -0.43851499999999993 0.085265000000000021 -0.49013999999999996 0.095565000000000011 1.0000000180025095e-35 -0.052894999999999991 0.093585000000000015 0.14722500000000002 -0.16797499999999996 0.12118000000000002 -0.078554999999999986 -1.0000000180025095e-35 -0.0082299999999999995 -0.019414999999999998 -0.037344999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 24 8 7 21 10 -10 11 14 13 -13 19 -16 17 -17 -19 22 -4 -6 23 -1 25 -3 -15 -11 29 -5
right_child=1 4 20 28 6 -7 -8 -9 9 27 -12 12 -14 26 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0094744404799050903 0.0061185164675407579 0.00046612496037899594 0.0030576139058479494 0.0031401541410830988 0.00024385486277477705 0.0023830059350335173 -0.001986329210922122 0.0052178485831245779 0.0062016527698305658 0.0059582012362848482 0.002073988475603983 0.011651092978718226 0.003958973410987744 0.0091408550502146014 0.0061257036063625822 0.0058906331333483377 0.0059646697716772678 0.0010110107149618368 0.0065804498341794195 0.0038743170057759777 -0.00087087163882297938 0.0040245504341146444 0.0031181907376136493 0.0060135305333850076 -3.5877482332580257e-05 0.0041387054676421016 0.0051314786911524574 0.003611487498144723 0.0016029807079272968 0.0053573400229850621
leaf_weight=22 128 24 34 114 85 28 26 20 107 53 20 24 27 27 139 43 63 75 26 61 29 20 27 1415 20 127 29 162 36 110
leaf_count=22 128 24 34 114 85 28 26 20 107 53 20 24 27 27 139 43 63 75 26 61 29 20 27 1415 20 127 29 162 36 110
internal_value=0 0.00330774 0.00413939 0.00460867 0.00214291 0.00563046 0.00101941 0.00164461 0.00566966 0.00485845 0.00580039 0.00583807 0.00730967 0.00844053 0.00575391 0.00499266 0.00423183 0.00347371 0.00244473 0.00592663 0.00124926 0.000963987 0.00601214 0.00606652 0.003135 0.00355498 0.00706457 0.00418998 0.00386535 0.00422895
internal_weight=0 773 451 388 322 2348 151 125 2320 322 1998 1978 107 80 1871 346 207 144 101 1525 63 105 1464 1437 171 151 56 215 260 224
internal_count=3121 773 451 388 322 2348 151 125 2320 322 1998 1978 107 80 1871 346 207 144 101 1525 63 105 1464 1437 171 151 56 215 260 224
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=31
num_cat=0
split_feature=1 2 3 4 2 2 3 4 393 50 482 1 16 0 43 3 1 1212 400 403 132 43 3 2 3 1 39 0 2 159
split_gain=0.254773 0.0607478 0.0434706 0.0352418 0.0284614 0.0280054 0.0254012 0.0275234 0.024958 0.0246789 0.0258903 0.0342994 0.0395574 0.0238337 0.0232555 0.0333527 0.0241923 0.0216141 0.0276043 0.0215018 0.0253322 0.0231084 0.0259104 0.0214926 0.0213811 0.0287638 0.0242619 0.0323269 0.0201014 0.0233066
threshold=0.10293500000000001 0.13404500000000005 -0.028564999999999997 0.40124500000000002 -1.0000000180025095e-35 0.091265000000000013 -0.014944999999999998 0.50996500000000011 0.086855000000000016 0.086295000000000011 0.090355000000000005 0.13869000000000004 -0.11118499999999999 -0.062294999999999996 -0.078139999999999973 0.11658 0.11230000000000001 0.13592000000000001 -0.07520499999999998 -0.0059799999999999992 0.078465000000000021 -0.081154999999999991 -0.24190499999999995 0.10672500000000001 -0.14186499999999996 0.082005000000000008 -0.046074999999999991 0.051010000000000007 0.12844500000000003 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 5 6 -1 -4 -8 17 10 11 -3 -13 -11 23 16 -16 18 -7 -2 21 -21 -23 -6 25 -20 -26 28 29 -28
right_child=1 9 4 -5 14 8 7 -9 -10 13 -12 12 -14 -15 15 -17 -18 -19 24 20 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0053450385418679948 0.001587625014750908 0.0017762222665513754 0.0038744403893360871 0.0010676983161829413 0.003793562543578446 0.0010566532406734214 -0.0016773694998442404 0.0022329752372267347 0.0013775026152396332 0.0054172074328212505 0.0039301935625685892 0.00031230000611872245 -0.0051577662071213134 0.00082551249332027507 0.0074448998351415094 0.0026635958482836221 0.003501270508526692 0.0078843490774964994 0.0037920597595749077 0.0074652270573590494 0.0019203489172598762 0.007401663445177422 0.004059059996433024 -0.00060454815719276672 0.0011301710551197175 0.0079206475103273995 0.0044472961953096555 0.0022412666432358617 0.0069996258828834423 0.0062023581573321081
leaf_weight=1520 24 66 27 22 20 21 36 36 23 26 22 39 20 20 35 86 28 21 27 35 28 28 135 25 20 45 505 51 41 89
leaf_count=1520 24 66 27 22 20 21 36 36 23 26 22 39 20 20 35 86 28 21 27 35 28 28 135 25 20 45 505 51 41 89
internal_value=0 0.00292323 0.00346486 0.00505157 0.00263838 0.00508866 0.0012587 0.000277803 0.00462639 0.00139936 0.000766798 0.00021004 -0.00154196 0.00342082 0.00334244 0.00394414 0.00569218 0.00471752 0.00463428 0.0044335 0.00473572 0.00513385 0.00463325 0.00135017 0.00473085 0.00637243 0.00456344 0.00466353 0.00485808 0.00471026
internal_weight=0 736 543 2385 293 2363 99 72 843 193 147 125 59 46 194 149 63 820 799 250 226 198 163 45 778 72 706 686 635 594
internal_count=3121 736 543 2385 293 2363 99 72 843 193 147 125 59 46 194 149 63 820 799 250 226 198 163 45 778 72 706 686 635 594
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 2 0 4 14 1 47 1 12 43 49 2 0 0 16 3 4 0 4 12 4 3 49
split_gain=16.5232 2.01013 1.86903 1.38449 1.08379 0.774837 0.611158 0.42828 0.405224 0.323613 0.292916 0.285636 0.260859 0.255356 0.234111 0.217943 0.195526 0.192825 0.188125 0.163716 0.156627 0.204947 0.155289 0.140786 0.133121 0.128456 0.218342 0.109318 0.0967393 0.144536
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.091475000000000015 0.13075500000000004 -0.15464999999999998 0.14285500000000004 -0.23194499999999998 0.053180000000000012 0.076175000000000007 0.10089500000000001 0.10019500000000002 0.15471500000000002 0.13597000000000004 -0.04890499999999999 -0.012034999999999999 0.11389000000000002 -0.14794999999999997 -0.11173999999999999 -0.43320999999999993 0.086245000000000016 0.061775000000000004 -0.11991499999999998 -0.064054999999999987 -1.0000000180025095e-35 -0.50262499999999988 -0.10217499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 9 11 28 -6 13 -1 15 20 16 19 -8 24 -9 -2 25 -5 21 -4 -18 -15 -7 -11 -27 -22 -3 -30
right_child=1 6 5 8 7 10 14 12 -10 18 -12 -13 -14 23 -16 -17 22 -19 -20 -21 27 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0009717909781903082 0.00050554360610012919 0.00044952522060184771 0.00080017279593550526 0.00055452172273124745 0.00073245223465503431 0.0009194658879263729 0.00023443911420518282 0.00045633923439752488 0.00023831168797573799 0.00080606847785521249 0.00065638119193777442 0.00096697938792845778 0.00042707712507016645 0.00069341844314731919 5.1474903999757371e-05 0.00058830270822020781 0.00074522295592704122 0.00071797163161399112 0.00054538008956069928 0.00036072645524722193 0.00095464993063030005 0.00055515318204597483 0.00055470017964256806 0.00047756324130283218 0.00075710102123838067 0.00075816257168740363 0.00054248975109460671 0.00081187662019528597 0.00020709425934553876 0.00038514749696239443
leaf_weight=22 20 44 35 21 40 20 116 35 43 69 139 46 83 21 35 29 29 92 21 83 21 21 38 26 663 59 26 1135 24 65
leaf_count=22 20 44 35 21 40 20 116 35 43 69 139 46 83 21 35 29 29 92 21 83 21 21 38 26 663 59 26 1135 24 65
internal_value=0 0.000396196 0.000760574 0.000506455 0.000641457 0.000784409 0.000277396 0.000548477 0.000406243 0.000747652 0.000738713 0.00081532 0.000508699 0.000454064 0.00019203 0.000754787 0.000575117 0.000680038 0.000719474 0.000399858 0.000809564 0.00070829 0.000637165 0.000574009 0.000761855 0.000743215 0.000692192 0.00081447 0.000374315 0.000337133
internal_weight=0 590 2531 306 422 2109 284 225 194 197 851 1258 185 151 151 712 102 112 175 104 1212 56 67 47 683 154 85 1156 133 89
internal_count=3121 590 2531 306 422 2109 284 225 194 197 851 1258 185 151 151 712 102 112 175 104 1212 56 67 47 683 154 85 1156 133 89
is_linear=0
shrinkage=0.00196078


Tree=7495
num_leaves=31
num_cat=0
split_feature=1 4 457 2 2 9 2 3 52 43 43 123 14 123 45 0 4 49 41 1 403 49 49 4 0 16 15 48 1 133
split_gain=0.267491 0.0657986 0.0512265 0.0363875 0.0348489 0.0309196 0.0278265 0.0254406 0.0275257 0.0333666 0.0322456 0.0395815 0.0231367 0.0288779 0.0224704 0.0251502 0.0484143 0.0602337 0.0325574 0.0298602 0.0284759 0.0265511 0.0232917 0.0316894 0.0291194 0.0223116 0.0220603 0.0218302 0.020716 0.0198488
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 0.12198500000000001 0.25063000000000007 -1.0000000180025095e-35 0.13404500000000005 -0.13309499999999996 0.12418000000000001 0.10366000000000002 -0.072864999999999985 0.086935000000000026 0.062655000000000016 1.0000000180025095e-35 0.081955000000000014 -0.10836499999999999 -0.017809999999999996 -0.0087849999999999977 0.081560000000000007 0.085605000000000014 -0.081499999999999989 0.090235000000000024 -0.15498999999999999 0.022185000000000003 -0.097734999999999989 0.11346000000000002 0.094035000000000007 0.085485000000000019 0.081315000000000012 0.11524500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 7 -2 12 -3 9 10 11 -9 13 14 15 16 -1 19 22 -18 -19 -22 -17 24 -24 -8 28 -4 -14 -25
right_child=1 4 27 -5 -6 -7 25 8 -10 -11 -12 -13 26 -15 -16 18 17 20 -20 -21 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062471856246702371 0.0015575986039558691 0.0039100261599135898 -0.0012967120764939034 0.0023323000650998442 -0.0017342565920747195 0.0050428509107847026 0.00080308718248628657 -0.0035470552065155724 0.0044903860239672569 -0.0022949994536643121 0.0026510978097546481 0.0019990987243692225 0.0065699727460742001 0.0030944301663883822 0.0083976058781528012 0.0085691040339456372 0.0048505122665888989 0.0033304433202526219 0.0020141155621968211 0.00037656749133020641 0.0098345402827752504 0.0055173518250050055 0.0083224813015583682 0.0044448251253925266 0.0053669262534318781 0.0050788384821751848 0.004796788481968072 0.0025696753786178307 0.010604429468512536 0.0013969149375334382
leaf_weight=20 28 69 23 80 24 280 26 22 31 23 122 31 35 66 22 22 26 21 30 35 28 29 34 147 1705 23 34 40 20 25
leaf_count=20 28 69 23 80 24 280 26 22 31 23 122 31 35 66 22 22 26 21 30 35 28 29 34 147 1705 23 34 40 20 25
internal_value=0 0.00302343 0.00380301 0.00423246 0.00193154 0.00472601 0.00516812 0.00222678 0.0017196 0.00128579 0.0017564 -0.000303078 0.00521838 0.00515471 0.00521814 0.00518517 0.00397552 0.00463743 0.00528315 0.00228349 0.00647833 0.00763808 0.00533389 0.00529664 0.00542471 0.00281007 0.0067992 0.00115814 0.00803705 0.00400181
internal_weight=0 773 451 388 322 308 2348 298 229 198 175 53 2299 2210 2144 2122 159 139 1963 61 78 57 1933 1911 1739 49 89 63 55 172
internal_count=3121 773 451 388 322 308 2348 298 229 198 175 53 2299 2210 2144 2122 159 139 1963 61 78 57 1933 1911 1739 49 89 63 55 172
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 4 1 14 47 0 1 157 0 50 13 49 11 1 16 13 2 11 3 1 133 47 14
split_gain=13.3085 2.04434 1.13447 0.974072 0.787261 0.671708 0.544871 0.435907 0.420705 0.38006 0.374732 0.27034 0.35616 0.219793 0.180627 0.172985 0.169919 0.169658 0.163284 0.149327 0.140949 0.135911 0.134997 0.135612 0.128975 0.127195 0.102526 0.107674 0.0929979 0.0923122
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14753000000000002 0.40124500000000002 0.089775000000000008 0.27287000000000006 0.09253500000000002 0.062655000000000016 0.10648500000000001 -0.062294999999999996 0.12765500000000005 -0.0048549999999999991 -0.22491999999999998 0.041865000000000006 -1.0000000180025095e-35 -0.054984999999999992 1.0000000180025095e-35 0.090540000000000023 0.13751500000000003 -0.47860499999999995 0.31358000000000003 0.095165000000000013 -0.116045 0.13075500000000004 -1.0000000180025095e-35 0.11043500000000002 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 8 7 10 11 -4 20 14 -13 29 -3 -9 22 -16 -2 25 -1 -6 -7 -24 -21 -17 27 -5 -20 -10
right_child=1 5 9 26 21 16 -8 15 13 -11 -12 12 -14 -15 17 19 -18 -19 28 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073909918419498219 0.00048449937260542172 0.00020072121924462439 0.00065980249964293718 0.00030352136820767226 0.00036553157494824781 0.00024812422093475461 0.00042901259352176325 0.00053686076029428262 0.00046109644388284333 0.00040395728299131922 0.00088917975480788637 0.00067696200584220761 0.0003368385120605429 0.00020563399821045501 0.00035164640193768577 0.00057623505170308943 0.00031165615506613116 0.00052484943781023704 0.00070397485945383948 0.00080634318022436684 0.00068701122014247788 0.00057585446012269862 0.000142624470738963 -6.1994100026055882e-05 0.00062628211051810024 0.00068362482731907954 0.0002610508675133091 0.00047588984494484858 0.00058793787497515772 0.00031004784748968637
leaf_weight=1081 23 21 34 22 27 22 26 31 21 65 59 29 20 83 79 45 23 30 79 65 245 21 33 20 20 735 24 38 40 60
leaf_count=1081 23 21 34 22 27 22 26 31 21 65 59 29 20 83 79 45 23 30 79 65 245 21 33 20 20 735 24 38 40 60
internal_value=0 0.000385094 0.000697444 0.000536732 0.000706088 0.000307384 0.000711259 0.000714477 0.000348288 0.000491823 0.000736278 0.000414019 0.000538136 0.000276546 0.000367236 0.000680776 0.00016422 0.000399317 0.00063574 0.000685934 0.000729475 0.000457548 0.000119006 6.54099e-05 0.000763976 0.000677429 0.000369363 0.000412688 0.000664971 0.000349209
internal_weight=0 667 2454 226 2355 441 2307 2281 343 99 1385 179 49 164 130 896 98 109 142 865 1326 48 75 53 85 780 84 60 119 81
internal_count=3121 667 2454 226 2355 441 2307 2281 343 99 1385 179 49 164 130 896 98 109 142 865 1326 48 75 53 85 780 84 60 119 81
is_linear=0
shrinkage=0.00196078


Tree=7497
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 4 49 150 0 1 12 40 4 0 50 0 3 15 15 1 15 1 1 4
split_gain=10.8135 1.69266 0.951014 0.76443 0.574562 0.513161 0.458505 0.470528 0.401659 0.272685 0.261075 0.203819 0.18868 0.186239 0.175061 0.215418 0.175554 0.120909 0.116991 0.115021 0.106556 0.103145 0.0997266 0.0987618 0.0972683 0.0921449 0.0893233 0.0880954 0.083192 0.0818995
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 -0.15464999999999998 -0.054984999999999992 1.0000000180025095e-35 -0.10607499999999999 0.085345000000000018 0.09141500000000001 -0.077474999999999988 -0.52556499999999995 -0.15202999999999997 0.041865000000000006 -0.060129999999999996 -0.14847999999999997 -0.03241999999999999 -0.095869999999999983 0.13436000000000001 -0.086254999999999984 0.097525000000000014 0.13075500000000004 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 17 -8 14 13 -4 -9 -2 27 15 19 18 -3 -16 -1 26 29 -20 -21 -17 -13 -6 -7 -5 -18
right_child=1 4 10 28 20 9 7 11 -10 -11 -12 25 -14 -15 16 24 21 -19 22 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064999164040029707 0.00029743428422234961 0.00015908325509998079 0.00046683629532156656 0.00026306061717085052 3.8136721019896961e-05 0.00047698981134759754 0.00041033822258908882 0.00038916280967932123 0.00067461509693050598 0.00031132984657904168 0.00025478825939546706 0.00019869108262347729 0.00049143305866572256 0.00032783517679495531 0.00068905020969501436 0.00047526095661462521 0.00052347667496147054 1.8310509886698468e-05 0.00041393395308944304 0.00055414253525224897 0.00015104093996987368 0.00040863472526226003 0.00055029795421895 0.0003955501661288972 0.00031778148104957138 6.9988361179746465e-05 -0.00011382368820098539 0.00055595209530985795 0.00012646746959421614 0.00043632820286714207
leaf_weight=23 23 45 34 60 58 307 53 20 79 41 65 148 119 29 23 25 420 49 21 36 23 38 1137 26 38 25 20 66 24 46
leaf_count=23 23 45 34 60 58 307 53 20 79 41 65 148 119 29 23 25 420 49 21 36 23 38 1137 26 38 25 20 66 24 46
internal_value=0 0.000234322 0.000515875 0.000372303 0.000163611 0.00052379 0.000202186 0.000246696 0.000537722 0.000463658 0.000327613 0.000201758 0.000460011 0.000479194 0.000531822 0.000467165 0.000537501 8.57017e-05 0.000550575 0.000531568 3.37564e-05 0.000506864 0.000547825 0.000487636 0.000380273 0.000180092 -8.27486e-07 0.000490962 0.000224034 0.000514874
internal_weight=0 667 2454 226 441 2355 340 246 1912 443 99 193 142 402 1833 148 1685 94 1181 85 101 504 1158 62 63 173 78 373 84 466
internal_count=3121 667 2454 226 441 2355 340 246 1912 443 99 193 142 402 1833 148 1685 94 1181 85 101 504 1158 62 63 173 78 373 84 466
is_linear=0
shrinkage=0.00196078


Tree=7498
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 148 123 40 4 147 160 484 16 1 43 374 52 16 150 39 3 3 42 39 12 2 4 4 43 133
split_gain=0.321933 0.0687399 0.0466539 0.0368066 0.0316381 0.0290166 0.0338878 0.0308174 0.0283717 0.0282795 0.0281439 0.0281608 0.0303694 0.0277138 0.0263013 0.0291528 0.0240466 0.0227766 0.0235414 0.0234589 0.0270923 0.0339408 0.0294962 0.0244061 0.0284756 0.0232612 0.0254092 0.0283462 0.0266168 0.0261212
threshold=0.10337500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.092120000000000021 -0.095079999999999984 0.085290000000000019 -0.063404999999999989 0.41257000000000005 0.095485000000000014 0.092070000000000013 -0.011244999999999998 -0.088704999999999992 0.11588000000000001 -0.072864999999999985 0.086450000000000013 -0.088614999999999985 -0.45661999999999997 0.089910000000000018 0.10166000000000001 -0.14186499999999996 -0.10831999999999999 0.079510000000000011 -0.046074999999999991 0.090285000000000018 0.092755000000000018 -0.084134999999999988 -0.012164999999999999 -0.080419999999999978 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 8 14 9 10 11 -7 13 -13 15 -8 -14 -6 19 20 22 -22 -19 -23 -25 -26 -27 29 -29 -28
right_child=1 2 -4 -5 17 6 7 -9 -10 -11 -12 12 16 -15 -16 -17 -18 18 -20 -21 21 23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0058301389629712829 0.0057548878464801639 -0.00047835162674475995 0.00093506882731478824 0.0014614733507518065 0.0068681857850606326 0.006834982189899072 0.0029014804793860097 -0.0016851156507618724 0.0026217973578157119 0.00086410918505862354 0.0083679998992010948 0.0072344083494068692 0.0052338641334143989 0.0028938446372194452 0.0056742828138257291 -0.0012494520795450588 0.0017064865490229912 0.0055535628102613074 0.0019459966770507611 0.0018679795138861822 0.0011325326788684598 0.0016136911028297618 0.0099089610066426838 0.0063677464938899954 0.0015872748166492038 0.0020196501140682297 0.0064483914173701223 0.0016422136453911663 0.0048014181310967576 0.0034484343909259359
leaf_weight=1580 87 21 115 22 64 39 64 20 130 20 20 38 27 24 22 23 68 48 26 23 23 20 23 147 22 28 170 33 139 35
leaf_count=1580 87 21 115 22 64 39 64 20 130 20 20 38 27 24 22 23 68 48 26 23 23 20 23 147 22 28 170 33 139 35
internal_value=0 0.00311979 0.00275647 0.00553297 0.00557059 0.0031624 0.00331686 0.00192317 0.00380807 0.00446153 0.00479463 0.00443 0.00383258 0.00555419 0.00258524 0.00180411 0.002709 0.00505863 0.00490149 0.00500957 0.00511459 0.00490172 0.00696447 0.00504767 0.00516732 0.00475406 0.00492608 0.00514194 0.00419529 0.0059362
internal_weight=0 718 631 2403 2381 516 495 129 366 236 216 196 157 62 109 87 95 801 737 711 688 617 71 594 574 427 405 377 172 205
internal_count=3121 718 631 2403 2381 516 495 129 366 236 216 196 157 62 109 87 95 801 737 711 688 617 71 594 574 427 405 377 172 205
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=31
num_cat=0
split_feature=1 4 3 2 15 96 132 10 52 133 2 8 42 12 12 2 0 1 3 14 1 50 1 16 0 2 48 0 42 50
split_gain=0.262332 0.0645187 0.0473487 0.0453632 0.0388153 0.0339685 0.0343097 0.0324037 0.0305749 0.0294274 0.0290508 0.0392895 0.0334111 0.0289518 0.0302711 0.0275939 0.0273083 0.0241565 0.0238531 0.0232391 0.0250781 0.0394777 0.0590997 0.0439941 0.055822 0.0534877 0.0386366 0.034387 0.0690301 0.0338328
threshold=0.10124500000000002 -0.036839999999999991 0.149315 0.13622000000000004 -0.084564999999999987 0.087655000000000025 -1.0000000180025095e-35 -0.39453499999999991 0.12354000000000001 0.085635000000000003 0.092235000000000025 0.089545000000000013 0.089245000000000005 -1.0000000180025095e-35 0.092465000000000006 0.17025000000000004 0.22582000000000002 0.11392000000000001 -0.0049599999999999991 0.062655000000000016 0.080270000000000022 0.083090000000000011 0.084525000000000003 0.066275000000000014 -0.076234999999999983 0.086100000000000024 0.016865000000000002 -0.071719999999999992 0.11275500000000001 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 13 5 7 6 -3 -5 9 10 11 12 17 -2 -15 -9 19 -8 -11 20 -1 22 -22 24 25 -24 -27 28 29 -23
right_child=1 3 -4 4 -6 -7 8 15 -10 18 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0051831794216212427 0.0022361037675291298 -0.00036302894457346864 0.00033475008756133983 0.0053310226788744336 -0.0024788832807514285 -0.00077228438664557573 0.0099412572244182238 0.0017699261791641258 0.0052377246461127068 0.0022622059282954208 0.0025326015470906768 0.0005996380001306534 0.0034709304305248555 0.008092786664167571 0.0047481637243847272 -0.0023990742885507642 0.001326687722466886 0.0054545674131562319 -0.0018014962642337196 0.0066223890628218339 -0.0011373168829342595 0.0077625630702823399 0.0049657032444113958 0.0061038675982749138 -0.00067570095416158438 -0.0020598260732367637 0.0031558530414667061 0.0081194670588816877 -0.0001644618498782317 0.0047486163246403899
leaf_weight=1613 25 27 22 20 28 24 20 77 69 52 159 20 44 43 73 20 20 30 20 89 23 50 163 83 29 20 49 39 24 146
leaf_count=1613 25 27 22 20 28 24 20 77 69 52 159 20 44 43 73 20 20 30 20 89 23 50 163 83 29 20 49 39 24 146
internal_value=0 0.00288217 0.00464953 0.00240991 0.000865618 0.00289146 0.00309085 0.00166601 0.0033161 0.00293178 0.00340608 0.00462435 0.00548067 0.00532275 0.00598798 0.000910338 0.00500607 0.00724924 0.0011334 0.00503768 0.00497469 0.00443747 0.00377035 0.00409848 0.00346075 0.0039778 0.00164406 0.00538277 0.00489763 0.00551748
internal_weight=0 773 163 610 145 465 441 117 414 345 273 114 94 141 116 97 2348 50 72 2328 2239 626 367 344 261 232 69 259 220 196
internal_count=3121 773 163 610 145 465 441 117 414 345 273 114 94 141 116 97 2348 50 72 2328 2239 626 367 344 261 232 69 259 220 196
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=31
num_cat=0
split_feature=1 4 150 2 0 2 3 155 3 14 49 4 4 2 131 131 1213 1427 132 481 1454 11 475 0 1447 16 4 159 4 0
split_gain=0.213816 0.0678502 0.0429091 0.0351878 0.0484422 0.030354 0.027634 0.0276811 0.0269007 0.026227 0.0231998 0.0213429 0.0335224 0.0211508 0.0209203 0.0371937 0.03384 0.0297344 0.0257246 0.0245855 0.044726 0.0289493 0.0283031 0.0233302 0.0459741 0.0303069 0.0248303 0.0214663 0.0211607 0.068002
threshold=0.096325000000000008 0.27287000000000006 1.0000000180025095e-35 0.10644500000000001 0.034820000000000011 0.25063000000000007 -0.12018999999999998 0.11562500000000002 -0.0063699999999999989 0.062655000000000016 0.14321000000000003 -0.35136499999999998 -0.074729999999999977 0.12844500000000003 0.090690000000000007 0.089415000000000008 -0.085049999999999987 1.0000000180025095e-35 0.13958500000000004 -0.065999999999999989 0.082570000000000018 0.077695000000000014 -0.088274999999999978 -0.086409999999999987 -0.085684999999999997 -0.021269999999999997 -0.0047449999999999992 -0.021064999999999997 -0.082249999999999976 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 8 -3 7 -2 13 14 11 -8 -13 -5 15 17 -16 19 -18 20 23 22 -21 26 -25 -26 -1 -27 -24 -30
right_child=1 5 -4 4 -6 -7 10 -9 -10 -11 -12 12 -14 -15 16 -17 18 -19 -20 21 -22 -23 28 24 25 27 -28 -29 29 -31
leaf_value=0.0028718743169318058 0.0082000588985263467 0.0018500444175663566 0.0018806208199800625 0.0038474329639876523 -0.0001824651026254287 -0.0018426792264411537 0.0059271229314617818 0.0042123935826845014 0.00046578033827245237 0.006436187695047022 0.0008139494288680626 -0.00011519395241824288 0.003802352414395538 0.0065102828893133045 0.0091972457123515403 0.00059740424427824721 0.0055514334252877284 0.0076821065313803661 0.001742060422548093 0.0017729672203504613 0.0010971069778315723 0.0012905351414034764 0.005196298309497591 0.010615373489067511 0.0089554050195840233 0.0023564442284405231 0.0065608020416048759 0.0065004810243844986 0.004403992745199382 -0.0010943226516246796
leaf_weight=36 27 307 140 174 32 24 40 49 20 83 29 24 243 36 23 24 156 30 20 39 20 30 335 27 21 25 37 25 1022 23
leaf_count=36 27 307 140 174 32 24 40 49 20 83 29 24 243 36 23 24 156 30 20 39 20 30 335 27 21 25 37 25 1022 23
internal_value=0 0.00271431 0.0033931 0.00455193 0.00346298 0.00158229 0.00390705 0.00562906 0.00397017 0.00469632 0.00351755 0.00377294 0.00345021 0.00430392 0.00462003 0.00450609 0.00558996 0.00456226 0.00511855 0.00450519 0.00557163 0.00436462 0.00442961 0.00609496 0.00710308 0.00576742 0.0047416 0.00442846 0.00450469 0.00428298
internal_weight=0 883 552 2238 262 331 412 76 230 1976 336 307 267 210 1893 1694 199 1670 176 1640 191 1449 1419 171 98 71 73 50 1380 1045
internal_count=3121 883 552 2238 262 331 412 76 230 1976 336 307 267 210 1893 1694 199 1670 176 1640 191 1449 1419 171 98 71 73 50 1380 1045
is_linear=0
shrinkage=0.1


Tree=7501
num_leaves=31
num_cat=0
split_feature=1 4 16 157 2 0 1456 16 0 3 12 10 11 3 14 2 4 1 1 16 150 4 0 43 2 133 1456 133 15 133
split_gain=0.173191 0.0549926 0.0356075 0.0396641 0.0285021 0.0392382 0.0257895 0.0337193 0.028853 0.0254125 0.0232553 0.0261469 0.0296442 0.0217896 0.0212439 0.020712 0.019681 0.0181847 0.0181079 0.0179143 0.0229917 0.0171753 0.0293422 0.0205561 0.0171321 0.0200202 0.0170359 0.0388077 0.0366534 0.0326621
threshold=0.096325000000000008 0.26790000000000008 0.40020000000000006 -0.095909999999999981 0.10644500000000001 0.034820000000000011 -0.033364999999999992 -0.15012499999999998 -0.026509999999999995 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 0.084110000000000004 -0.0063699999999999989 0.062655000000000016 0.088125000000000023 -0.15289999999999995 0.11453000000000001 0.11061500000000002 -0.0092699999999999987 0.083340000000000011 0.41257000000000005 -0.099059999999999995 0.0061450000000000003 0.12844500000000003 0.099660000000000012 0.056265000000000009 0.11269500000000002 0.087575000000000014 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 14 13 -5 17 15 10 -3 -12 21 24 26 18 -17 -8 -9 -18 -21 22 -13 -23 25 -6 -1 28 29 -28
right_child=1 9 -4 6 5 -7 7 8 -10 -11 11 12 -14 -15 -16 16 19 -19 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0040595926456006952 -0.0016521478227029245 0.0039410013084610306 0.0044111200450667335 0.005576496547268283 0.003981616915367108 -0.00016421853069914505 0.0063777048686461061 0.0028658986095336353 -0.00039331797534265583 -0.0020209165010601281 -0.0019748712045839058 -0.0028621378568932415 0.0041556559243382746 0.00041920230723917489 0.0057925689034163952 0.0044942408519670031 0.0021958344059959545 0.0027363200752915876 0.0059234688655124051 -0.00236265763361007 0.0020698867574207146 0.0020165379908070199 0.0022767311346251519 -0.0013951167609775441 0.0058592547112817153 0.001245455055455254 0.0058346990565321631 0.00091359088197350512 0.0091045540496706972 0.0023030398295460536
leaf_weight=1709 21 39 144 31 141 32 32 86 39 20 22 25 39 20 83 22 76 24 25 25 22 151 20 20 36 33 104 20 25 35
leaf_count=1709 21 39 144 31 141 32 32 86 39 20 22 25 39 20 83 22 76 24 25 25 22 151 20 20 36 33 104 20 25 35
internal_value=0 0.00244287 0.00306139 0.0025791 0.00409674 0.00311668 0.00281171 0.00256752 0.00214048 0.00143595 0.00165474 0.00133285 0.00161822 0.00357315 0.00422668 0.00252649 0.0017395 0.00481711 0.00355454 0.00124678 -0.00028785 0.00116007 -0.000578196 0.00161751 0.00387353 0.00346269 0.00415803 0.00507229 0.00557944 0.00494543
internal_weight=0 883 547 403 2238 262 382 351 295 336 316 277 255 230 1976 256 145 56 111 123 47 216 45 171 210 174 1893 184 164 139
internal_count=3121 883 547 403 2238 262 382 351 295 336 316 277 255 230 1976 256 145 56 111 123 47 216 45 171 210 174 1893 184 164 139
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=31
num_cat=0
split_feature=1 1 1456 12 12 403 156 4 34 131 2 97 2 403 16 52 2 0 475 475 475 16 1371 155 3 472 13 13 42 3
split_gain=0.141397 0.0430191 0.0378812 0.028937 0.0339553 0.0321113 0.0246675 0.0242635 0.0221232 0.0314201 0.0646484 0.030914 0.0220386 0.0213877 0.0213609 0.0313683 0.0230279 0.0285642 0.0223213 0.0638049 0.0279072 0.0402252 0.0252283 0.0206465 0.0205077 0.0376704 0.0340596 0.0431116 0.0651182 0.0254843
threshold=0.12000500000000001 0.090540000000000023 -0.082809999999999981 0.089150000000000021 0.090455000000000021 -0.52336499999999997 0.11467500000000001 0.042705000000000007 -0.038779999999999995 0.090030000000000013 0.31358000000000003 -0.079444999999999988 0.13404500000000005 -0.072624999999999981 0.19444000000000003 0.092650000000000024 0.088850000000000012 -0.080499999999999988 -0.088274999999999978 -0.10137499999999998 -0.085684999999999997 -0.010264999999999998 1.0000000180025095e-35 0.083440000000000014 -0.11171999999999999 -1.0000000180025095e-35 -0.081029999999999977 0.049530000000000012 0.090835000000000013 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 6 -5 -6 -4 13 11 10 -10 -2 14 -7 18 16 -16 -18 19 -1 21 -20 23 -22 25 -15 -26 28 -28 -30
right_child=8 2 3 4 5 7 -8 -9 9 -11 -12 -13 -14 24 15 -17 17 -19 20 -21 22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0053536314178596845 0.0019487967459662333 0.0066939439475536353 0.001920089752191136 0.0069458608068525794 -0.0006605130690981501 0.0065878920819019337 0.0049034052349937463 0.0018165752090668929 0.0016435281859444096 0.0037398368048199796 -0.0041719772786434203 -0.0034152289164591241 0.0016475387720619233 0.0023012704063399602 0.0056406266295679795 -0.00079517592121625233 -1.2216425190369288e-05 0.003377671757660774 0.0096223962182799983 -0.0024505151389166715 0.0038881362355292874 0.0041427504051023646 0.00080453013786329665 0.0062174015057583657 -0.0005675981684665506 0.0071148921241606213 0.0086635762023366553 -0.00031271719920408471 0.0013419396135889525 0.0053744804691523316
leaf_weight=22 21 25 364 25 21 26 30 75 213 57 21 22 49 29 34 21 30 145 21 20 1570 37 26 39 24 37 27 23 42 25
leaf_count=22 21 25 364 25 21 26 30 75 213 57 21 22 49 29 34 21 30 145 21 20 1570 37 26 39 24 37 27 23 42 25
internal_value=0 0.00349895 0.00286479 0.00273681 0.00339299 0.00312301 0.00214725 0.00338098 0.00132162 0.00163447 0.00112162 -0.000795588 0.00374235 0.00388454 0.00379459 0.00288904 0.00325922 0.00279655 0.00391464 0.00163737 0.00397113 0.00612676 0.00389466 0.00394459 0.00354499 0.00499982 0.00286401 0.00356793 0.00451745 0.00284662
internal_weight=0 2787 773 748 354 329 394 308 334 291 234 43 2014 233 1965 230 209 175 1735 42 1693 58 1635 1609 207 66 141 117 94 67
internal_count=3121 2787 773 748 354 329 394 308 334 291 234 43 2014 233 1965 230 209 175 1735 42 1693 58 1635 1609 207 66 141 117 94 67
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 2 2 47 1 2 16 49 150 159 2 150 0 1 2 52 1 0 481 51 484 51 2
split_gain=14.2019 2.26489 1.24701 0.991398 0.805935 0.725697 0.469548 0.439528 0.401435 0.350611 0.284047 0.217035 0.358886 0.212368 0.205387 0.183581 0.156084 0.149933 0.138174 0.189377 0.121211 0.116901 0.103569 0.101809 0.118403 0.0937215 0.0882452 0.0838402 0.153933 0.144151
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.14285500000000004 0.090100000000000013 0.089625000000000024 0.090050000000000005 -0.061854999999999993 -0.054984999999999992 1.0000000180025095e-35 0.078675000000000009 -0.0091949999999999983 1.0000000180025095e-35 -0.13843999999999998 0.13075500000000004 0.088850000000000012 0.12418000000000001 0.076935000000000017 -0.030209999999999997 -0.0066299999999999996 0.11144500000000002 0.065750000000000017 -0.085989999999999997 0.086675000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 16 6 11 -4 10 15 22 21 17 -12 -2 23 18 -13 19 -3 -5 26 -6 24 -7 -23 27 -1 29 -29
right_child=1 4 7 20 8 9 -8 -9 -10 -11 13 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00076454038445661267 0.00047651449159241878 0.00043380426466536258 0.0006721098218736214 0.00042543073411531793 0.0002139977736239444 0.00067334929666315005 0.00088764748452433123 0.00039547983820179412 8.4726657115799533e-05 0.00047287018300076717 0.00029690748975177229 0.00055066538976230683 0.00045339706493845947 0.00052568447266229136 0.00067864900442503426 0.00051884487533053144 0.00031469150582879755 0.00071551137778605401 0.00038124379483607735 0.00065311110621086904 0.00026055433992083413 0.0007891297072162585 0.00034463155811850803 0.00073517332749103038 0.00054386673994313655 0.00070738662300533618 0.00063590009520256437 0.00049236772143665484 0.00075226847175342718 0.00072496538959186164
leaf_weight=777 23 41 34 60 140 286 76 63 50 39 39 23 24 26 121 30 42 273 55 24 24 61 28 92 30 465 24 20 110 21
leaf_count=777 23 41 34 60 140 286 76 63 50 39 39 23 24 26 121 30 42 273 55 24 24 61 28 92 30 465 24 20 110 21
internal_value=0 0.000388699 0.000710314 0.000547612 0.000307279 0.000719303 0.000736684 0.000492443 0.000244144 0.000651021 0.000278354 0.000730302 0.000684004 0.000388418 0.000646364 0.000666884 0.000417568 0.000702702 0.000453575 0.000514779 0.000378323 0.000740326 0.00023577 0.000677769 0.000661057 0.000716866 0.000753288 0.000756324 0.000714047 0.000611503
internal_weight=0 673 2448 228 445 2351 1874 97 283 477 233 1798 320 65 144 438 162 296 120 65 84 1478 168 408 316 526 952 928 151 41
internal_count=3121 673 2448 228 445 2351 1874 97 283 477 233 1798 320 65 144 438 162 296 120 65 84 1478 168 408 316 526 952 928 151 41
is_linear=0
shrinkage=0.00196078


Tree=7504
num_leaves=31
num_cat=0
split_feature=1 3 4 0 16 48 51 43 13 2 13 10 45 124 13 2 483 42 12 3 16 0 0 4 14 12 1213 42 1 156
split_gain=0.157556 0.0437453 0.0325374 0.0326994 0.0374565 0.0313684 0.0251876 0.028221 0.0315613 0.0259149 0.0287337 0.0268926 0.0247806 0.0231542 0.0256776 0.032187 0.0272943 0.0243831 0.0261061 0.0312203 0.0391956 0.0215037 0.0274106 0.0239549 0.021172 0.020114 0.0211003 0.0182149 0.0179765 0.0173381
threshold=0.10293500000000001 0.31299000000000005 -0.04890499999999999 -0.070499999999999993 0.15273500000000004 0.14093000000000003 0.10876000000000001 -0.24021999999999996 0.17001000000000002 0.13093500000000002 -0.16152999999999998 -1.0000000180025095e-35 0.081955000000000014 -0.074709999999999985 0.038215000000000006 0.12043500000000001 0.085330000000000017 0.088575000000000015 0.083815000000000014 -0.16726499999999997 0.0065250000000000004 -0.10474999999999998 -0.13843999999999998 0.50500500000000004 -0.23083499999999998 0.10589000000000003 -0.0086699999999999989 -0.069529999999999995 0.10508500000000001 0.14401500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 -5 6 7 -4 9 10 -9 -12 13 -1 -15 16 17 18 -16 -20 25 22 -3 -23 -13 26 -21 -27 -26 -6
right_child=1 21 5 4 29 -7 -8 8 -10 -11 11 24 -14 14 15 -17 -18 -19 19 20 -22 23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=0.0022553837575417543 0.00747876391555606 0.00018621392846398523 0.0055198305529420792 0.00040793117859720955 0.0058785399034968584 -0.0012233917345366328 0.0046229683991524245 0.0060117776674980467 -0.0018560822321368115 0.0004683128416138348 -0.00052023721058973142 0.0051933077380194202 0.0069236333365552127 0.0040143199562449631 2.5186412817528174e-05 -0.00033880495029734451 0.0068994309520348908 0.0058497604714440451 0.0060605472066409642 -0.00025031156837940216 -0.0015483633382245899 0.00071473085912517628 0.0045178697688416361 -0.003888625635881908 -0.00030914597397589585 0.0070338054776324758 0.0031734860969057387 0.0031938360675121662 0.0025819879641603444 0.0025214893668890001
leaf_weight=91 22 48 23 32 40 26 44 22 21 76 31 28 26 1965 31 26 20 28 31 24 20 26 21 20 24 21 72 30 207 25
leaf_count=91 22 48 23 32 40 26 44 22 21 76 31 28 26 1965 31 26 20 28 31 24 20 26 21 20 24 21 72 30 207 25
internal_value=0 0.00217956 0.00251133 0.00399803 0.00320858 0.0021589 0.00234365 0.0021115 0.00191983 0.0021242 0.00252755 0.00226323 0.00385328 0.00381944 0.00388219 0.00302532 0.00334109 0.00306417 0.00272358 0.00314605 0.00260504 0.000388035 0.00150454 -0.00128673 0.00259639 0.00317013 0.00231754 0.004775 0.00228161 0.00458737
internal_weight=0 736 621 119 97 502 476 432 409 388 312 290 2385 2359 2268 303 277 257 229 198 167 115 69 46 259 147 96 51 231 65
internal_count=3121 736 621 119 97 502 476 432 409 388 312 290 2385 2359 2268 303 277 257 229 198 167 115 69 46 259 147 96 51 231 65
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 4 2 42 14 1 13 11 1 457 1 50 52 52 49 2 11 4 16 1 43 14 1 15
split_gain=12.1729 1.9773 1.13192 0.905103 0.705042 0.677905 0.603178 0.383975 0.379321 0.258725 0.226435 0.21871 0.195201 0.17106 0.186842 0.24536 0.160129 0.159676 0.139357 0.137565 0.132809 0.127358 0.124287 0.124134 0.162394 0.123664 0.117719 0.106881 0.0917848 0.086267
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.14122000000000004 0.40124500000000002 0.27287000000000006 0.089885000000000007 -0.0060199999999999993 0.076175000000000007 0.13146500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.086920000000000011 0.086295000000000011 -0.0092699999999999987 -0.52606999999999993 -0.054984999999999992 0.31358000000000003 0.095165000000000013 -0.04890499999999999 -1.0000000180025095e-35 0.13075500000000004 -0.079914999999999986 -0.46166999999999997 0.098420000000000021 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 7 6 8 12 10 -4 16 27 18 14 -10 28 -1 21 -3 -2 -21 -6 29 -14 -25 -5 -11 -9 -16 -15
right_child=1 4 9 25 17 -7 -8 11 13 26 -12 -13 23 22 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00072691700016839502 0.00071643119966022847 0.00031737220138644253 0.00066085972834823391 0.00041801309980013789 0.00017530081534484612 0.00044010267354679814 0.00039154491380003154 0.00046805492441416005 0.00066600518997264981 0.00046908821286292509 0.00083787598224650209 0.00020113631270502163 0.0006266365974557166 0.00074231871564626464 0.00054718423488677717 0.0003816177915472165 0.00068029178631393559 0.00032048766062978433 0.00046318940143137932 0.00044727216672107062 0.00062294511631123676 5.0289709321862342e-06 0.0006162072382136887 0.00055116251616257861 0.00031505746820838953 0.00025147670991049193 0.00029846637355372869 0.00030829498642787197 0.00073278620352152898 0.00089623629559878429
leaf_weight=931 45 79 22 60 57 41 25 21 744 53 58 73 20 42 20 21 407 20 37 21 78 24 20 24 21 24 22 69 21 21
leaf_count=931 45 79 22 60 57 41 25 21 744 53 58 73 20 42 20 21 407 20 37 21 78 24 20 24 21 24 22 69 21 21
internal_value=0 0.000383703 0.000681459 0.000532184 0.000307628 0.000690023 0.000694459 0.000349918 0.000697773 0.000473885 0.000717934 0.000280886 0.000412084 0.000666115 0.000657387 0.00055397 0.000712734 0.00016359 0.000363883 0.000626541 0.000585681 0.00012485 0.000750873 0.000498105 0.00044098 0.000370431 0.000419039 0.000345572 0.000642249 0.000793625
internal_weight=0 673 2448 228 445 2351 2310 344 2285 97 1396 163 181 889 806 62 1338 101 116 144 99 81 83 65 45 84 75 90 41 63
internal_count=3121 673 2448 228 445 2351 2310 344 2285 97 1396 163 181 889 806 62 1338 101 116 144 99 81 83 65 45 84 75 90 41 63
is_linear=0
shrinkage=0.00196078


Tree=7506
num_leaves=31
num_cat=0
split_feature=1 4 457 2 0 401 4 3 0 16 49 3 475 9 149 15 40 52 16 12 1208 2 42 12 474 2 130 34 482 4
split_gain=0.170503 0.0553084 0.0369077 0.0285825 0.0263129 0.0313477 0.0539577 0.0250756 0.0271093 0.0307109 0.0248983 0.0234754 0.0230511 0.0226607 0.0225652 0.0254968 0.0239401 0.0261999 0.0257007 0.0256754 0.0218647 0.0602493 0.0210484 0.0381225 0.0367032 0.0293116 0.033547 0.0209683 0.0277409 0.0201977
threshold=0.096325000000000008 0.27287000000000006 0.079590000000000008 0.12198500000000001 -0.072269999999999987 0.080710000000000018 -0.55119499999999988 0.090900000000000009 -0.14832499999999996 -0.016164999999999995 -0.006494999999999999 0.63141500000000017 0.0030750000000000005 -1.0000000180025095e-35 0.07770500000000001 -0.46471999999999997 -0.075219999999999981 -0.065544999999999978 -0.40995499999999996 0.10016000000000001 0.099975000000000008 0.084655000000000022 0.094365000000000018 0.096990000000000007 0.032465000000000008 0.11474000000000002 0.10284500000000001 -0.010024999999999997 0.088100000000000012 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 13 7 6 -6 8 9 -1 -9 14 -10 -2 15 27 -17 -18 19 -19 21 -8 24 -24 25 -23 -27 -3 -29 -4
right_child=1 11 29 -5 5 -7 20 10 12 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.004892489111544677 0.001030895204668672 0.00036197884900805851 0.0022367521013342303 0.0016489039285079343 0.0082286039270305384 0.00058920798521186859 -0.00095809606445431154 -0.00028556811691184217 0.0042594996909556529 0.0088310170838107865 0.0040687261920036941 -0.0019124546460807324 0.0017008468867667642 0.0039348876909163586 0.0045030798790976411 -0.0020996889720090958 -0.002063133168055422 0.0017030461154851169 0.0042932135243659263 -0.0022930567990988491 0.0058368941404296493 0.0032309774825928592 0.008121640369296074 0.0035891149481661467 0.0057501125662850266 -0.0017250597086404603 0.0033155004129461619 0.0050699526446664504 0.0011823667671471355 -0.0011300645186565817
leaf_weight=83 29 30 49 80 24 37 33 24 1605 26 29 20 36 366 25 27 22 82 29 20 32 119 25 72 39 31 23 45 31 28
leaf_count=83 29 30 49 80 24 37 33 24 1605 26 29 20 36 366 25 27 22 82 29 20 32 119 25 72 39 31 23 45 31 28
internal_value=0 0.00243051 0.00304336 0.00337258 0.00407148 0.0033734 0.00363223 0.00423991 0.00430481 0.00583195 0.00209697 0.00140846 0.00420337 0.00372168 0.00162202 0.00137018 0.000645618 0.00113008 0.00166635 0.000919497 0.00333728 0.00310339 0.00353714 0.00475729 0.00297887 0.00235414 0.000421846 0.00260057 0.00348423 0.00101246
internal_weight=0 883 552 475 2238 435 398 1803 1750 109 53 331 1641 395 311 286 180 153 131 102 374 342 309 97 212 173 54 106 76 77
internal_count=3121 883 552 475 2238 435 398 1803 1750 109 53 331 1641 395 311 286 180 153 131 102 374 342 309 97 212 173 54 106 76 77
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=31
num_cat=0
split_feature=1 4 2 96 15 48 0 15 1 2 10 14 133 0 401 4 3 159 0 0 475 49 16 1 16 48 47 52 159 0
split_gain=0.138108 0.0474158 0.0407702 0.0349376 0.0319693 0.0313433 0.0274334 0.0310422 0.0615456 0.0246889 0.0300017 0.0283536 0.0233733 0.0221128 0.0386454 0.0446969 0.0199383 0.0234847 0.0298348 0.0234403 0.0205845 0.0201676 0.0194486 0.019366 0.0190934 0.0342502 0.0317168 0.019895 0.0186917 0.052176
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 0.087655000000000025 -0.084564999999999987 -0.088719999999999979 -0.10474999999999998 -0.41942499999999994 0.13869000000000004 1.0000000180025095e-35 0.058500000000000003 -0.46413499999999996 -1.0000000180025095e-35 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 0.090900000000000009 0.11484000000000001 -0.14832499999999996 -0.069824999999999984 0.0030750000000000005 -0.006494999999999999 -0.016164999999999995 0.09697500000000002 -0.36241499999999999 0.081805000000000017 0.09585500000000001 -0.07167999999999998 0.083870000000000014 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 5 6 -3 -4 -8 -9 10 23 -11 -13 16 15 -15 17 18 22 20 28 -18 -1 -7 26 -26 -14 -27 29 -20
right_child=1 2 4 -5 -6 9 7 8 -10 11 -12 12 24 14 -16 -17 21 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0047740600698937975 0.0040176339008555313 0.0063148765644291428 0.0037736561690126695 -0.0013219990319787312 -0.0022625005858785967 0.00044128783379814452 0.0021815432196793457 0.0020841016393640765 -0.0053141598219305954 0.0049750737634233454 0.00080973790583748102 -0.0012453599264986362 0.0041222823882760299 0.0074057435359767016 -0.00049836144084110853 0.0029181101813545388 -0.00025701134582050144 0.0019573230274199022 -3.2947747321385481e-05 0.0070638459345156506 0.0014775250834645705 0.0036618537590678395 0.0079479154271002005 0.003612509993729026 -0.0017494213114130415 0.0031806296142749494 -0.00022272260879011206 -0.00011168935693447188 0.0049363935614071264 0.003821486262336863
leaf_weight=75 122 20 31 26 34 21 45 23 22 22 57 33 56 24 30 295 24 63 36 22 38 29 26 232 36 50 24 29 140 1436
leaf_count=75 122 20 31 26 34 21 45 23 22 22 57 33 56 24 30 295 24 63 36 22 38 29 26 232 36 50 24 29 140 1436
internal_value=0 0.00218745 0.00189405 0.00226423 0.000446778 0.00242499 0.00120806 0.000324359 -0.00153283 0.00228606 0.00288234 0.00154668 0.00121587 0.00366433 0.00293304 0.00325574 0.00379944 0.00385464 0.00392206 0.00382124 0.00377801 0.00188727 0.00559109 0.00334929 0.00163239 0.000807072 0.00281878 0.00197206 0.00383224 0.00372722
internal_weight=0 883 761 606 155 580 121 90 45 560 310 250 228 2238 349 319 1889 1836 1773 1672 1650 53 101 253 195 115 80 79 1612 1472
internal_count=3121 883 761 606 155 580 121 90 45 560 310 250 228 2238 349 319 1889 1836 1773 1672 1650 53 101 253 195 115 80 79 1612 1472
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=31
num_cat=0
split_feature=1 3 4 0 16 48 132 3 45 4 51 47 16 0 3 4 4 52 159 3 1446 2 3 160 484 160 457 1447 1446 1456
split_gain=0.113222 0.0342988 0.0229992 0.0286931 0.0294586 0.0240796 0.0221799 0.0229769 0.0217312 0.0211681 0.0197155 0.0219731 0.0235868 0.0280444 0.0185448 0.0325465 0.0407911 0.0184214 0.0441697 0.0675447 0.0413721 0.0303037 0.0339259 0.0291009 0.0453096 0.0383743 0.0220794 0.0199715 0.058021 0.0282659
threshold=0.10337500000000001 0.31299000000000005 -0.04890499999999999 -0.070499999999999993 0.15273500000000004 0.14093000000000003 0.10613500000000002 0.42240500000000009 0.081955000000000014 0.40124500000000002 0.10876000000000001 0.10589000000000001 -0.42170999999999997 -0.14723999999999998 0.090900000000000009 -0.062539999999999984 0.0033150000000000007 0.11434500000000002 -0.032739999999999991 -0.087044999999999983 0.037915000000000011 0.097845000000000015 -0.07359499999999998 -0.089744999999999978 -0.081614999999999979 -0.088079999999999978 -1.0000000180025095e-35 -0.085684999999999997 0.08393500000000001 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 10 7 -3 9 14 11 12 -4 -14 17 -16 -17 23 -19 -20 21 22 -21 24 -1 -25 -26 28 -27 -29
right_child=1 6 5 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 19 20 -22 -23 -24 25 26 27 -28 29 -30 -31
leaf_value=0.0089815678900446415 0.0066486966108310636 0.0003795898915782078 0.0024491542733948569 0.00018127083967556246 0.0039493991503042119 -0.0011361903448302586 0.0028067497232069191 -0.0034046333355252593 0.0061264407050867498 0.00013210178268226709 0.0040573822112665294 0.0032118162906425462 -0.0019777428783982033 0.0012492604598724833 0.0034194649025144526 -0.0034360479045426476 0.0025224216234939244 0.0037611621097929275 -0.0025778927255570043 0.0018897370926129657 0.0061416998295462689 0.0034093460615943465 -0.0031425908485072707 -0.00092763841440457679 0.0013319675398330826 0.0089306877217798803 0.0047230847006479362 0.003388789731355426 0.0023340395242363835 0.0011233005315277791
leaf_weight=22 22 68 134 32 59 26 26 21 26 22 42 86 32 170 67 20 27 171 33 37 25 51 21 21 24 24 96 1629 30 57
leaf_count=22 22 68 134 32 59 26 26 21 26 22 42 86 32 170 67 20 27 171 33 37 25 51 21 21 24 24 96 1629 30 57
internal_value=0 0.00181997 0.0021218 0.00340785 0.00262434 0.00182522 0.000237307 -0.000513317 0.00325108 0.00321963 0.00199116 0.00178552 0.00142046 0.000738052 0.00324847 0.00200429 -1.30973e-05 0.00331176 0.00263146 0.0014747 0.00247272 0.00163122 6.76873e-05 0.00343259 0.0048097 0.00332155 0.00404486 0.00337283 0.00526588 0.0033122
internal_weight=0 718 603 113 91 490 115 89 2403 2377 464 422 336 202 2355 114 47 2241 338 167 134 109 58 1903 142 1761 120 1740 54 1686
internal_count=3121 718 603 113 91 490 115 89 2403 2377 464 422 336 202 2355 114 47 2241 338 167 134 109 58 1903 142 1761 120 1740 54 1686
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 2 4 16 0 1 4 4 0 15 47 0 4 15 16 49 14 16 474 43 12
split_gain=14.7094 2.35171 1.39642 1.22825 0.964278 0.694343 0.455761 0.442057 0.395521 0.355828 0.302723 0.301982 0.238108 0.202005 0.332707 0.190262 0.189755 0.16424 0.145487 0.114931 0.11344 0.112743 0.0996806 0.0980988 0.0953054 0.080498 0.0795966 0.0875803 0.0771151 0.0757662
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.077845000000000011 0.14285500000000004 0.40473500000000007 -0.52595999999999987 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 0.27834500000000006 -0.15202999999999997 -0.03241999999999999 0.090100000000000013 -0.079119999999999982 -0.013514999999999998 -0.095869999999999983 -0.45661999999999997 -0.009244999999999998 -0.41790499999999997 -0.080509999999999984 0.088585000000000011 -0.080324999999999994 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 13 10 12 -5 16 -6 -7 14 17 20 -4 -1 -19 -3 -15 26 -16 -23 -25 -18 -14 -28 -11 -26
right_child=1 2 7 9 11 8 -8 -9 -10 28 -12 -13 21 15 22 -17 25 18 -20 -21 -22 23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.00086529404342341489 0.00068822400866517576 0.0003144626232375983 0.00035964310121928072 0.0006559665620076556 0.00063339197456227644 0.00044565468497859552 0.00086949357256835909 0.00042385376013402915 0.00044634529581886247 0.0004357662488694857 0.00010185595702095508 0.00039875768319843643 0.00079510887387666753 0.00072883568824364192 0.00062172845646001605 0.00062343949899007847 0.00030387706300094325 0.00074361822586141381 0.00053358150165211534 0.00043977662141806161 0.00068788450206532133 0.00072546490267211316 0.00044891979029060156 0.00048320900207138892 0.00069202779292487865 0.00016995071303123647 0.00066378852410166995 0.00078557498548545088 0.00029128512959954709 0.00060284389342868383
leaf_weight=21 74 191 39 28 71 21 70 34 39 49 99 30 23 1128 21 84 22 32 21 33 338 34 33 20 49 80 247 25 20 145
leaf_count=21 74 191 39 28 71 21 70 34 39 49 99 30 23 1128 21 84 22 32 21 33 338 34 33 20 49 80 247 25 20 145
internal_value=0 0.000358454 0.000317714 0.000685765 0.000404642 0.000694687 0.000714478 0.000214607 0.000637314 0.000469539 0.000184963 0.000563699 0.00065052 0.000708012 0.000633147 0.000714194 0.000243315 0.000718543 0.000660396 0.000332924 0.000719394 0.000658443 0.000516123 0.000627628 0.000612084 0.000198837 0.000684348 0.000674982 0.000393888 0.00062537
internal_weight=0 673 599 2448 325 2351 1748 274 603 97 240 101 564 1678 128 1550 141 74 53 224 1466 543 54 248 214 102 295 272 69 194
internal_count=3121 673 599 2448 325 2351 1748 274 603 97 240 101 564 1678 128 1550 141 74 53 224 1466 543 54 248 214 102 295 272 69 194
is_linear=0
shrinkage=0.00196078


Tree=7510
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 4 2 1 14 2 1 457 47 1447 4 16 1 16 1210 1427 48 1 51 15 131 0 12 391
split_gain=5.87677 0.984201 0.597972 0.593633 0.406766 0.32333 0.272539 0.196108 0.16194 0.15879 0.131513 0.121834 0.092422 0.0820116 0.0770882 0.0720414 0.0687684 0.0645392 0.0628763 0.0569917 0.0658825 0.0558905 0.052185 0.0497995 0.0478121 0.0466079 0.0465832 0.0757324 0.0464687 0.0458626
threshold=0.10538500000000002 -0.40967499999999996 1.0000000180025095e-35 0.13657000000000002 0.089410000000000003 0.14285500000000004 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.077845000000000011 0.062655000000000016 0.17025000000000004 0.091195000000000012 0.097135000000000013 0.13011000000000003 -0.082869999999999985 -0.17966999999999997 -0.11118499999999999 0.11669000000000002 -0.079504999999999978 -0.062539999999999984 1.0000000180025095e-35 0.081805000000000017 0.11588000000000001 -0.031924999999999995 -0.089549999999999991 0.094655000000000017 -0.036484999999999997 0.092755000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 16 6 8 23 10 -4 12 14 19 15 26 -10 -3 -13 -18 -1 -21 29 -11 -6 -20 -26 27 -5 -22 -17
right_child=1 3 9 11 7 -7 -8 -9 13 22 -12 17 -14 -15 -16 21 18 -19 24 20 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00050336363470565647 0.00047519448043635099 0.00033739156695821929 0.00043678425685489544 0.00011721674358362659 0.00046884113820836761 0.00029024650591396098 0.00027443073553316561 0.00024493130383678434 0.00053411050239642239 0.00018803231065082394 0.00057637458695015183 0.0001089904525891828 0.00044504620182973711 0.00033088177462116262 0.00027447171582310807 0.00035549264405762738 0.00024756248743184104 -3.4806962941541058e-05 0.00026632329478275539 0.00038428585334070794 0.00048384509832253615 0.00054838479415193167 0.00030040927192458123 0.00037243974628434201 0.00019703797800040321 0.00010559230946229612 6.1432935389625352e-05 0.00024316733965286237 0.00038977206378556042 0.00045057213866234413
leaf_weight=545 69 21 28 50 38 39 27 37 42 24 59 28 220 21 20 20 157 21 25 29 522 22 47 45 75 30 22 29 21 788
leaf_count=545 69 21 28 50 38 39 27 37 42 24 59 28 220 21 20 20 157 21 25 29 522 22 47 45 75 30 22 29 21 788
internal_value=0 0.000253459 0.00046102 0.000227874 0.000266809 0.000467296 0.000470277 0.000363652 0.000472587 0.000311737 0.000485778 0.00012985 0.00048178 0.000451967 0.000163253 0.000454883 0.000229079 4.7363e-05 0.000221153 0.000489015 0.000475344 0.000450874 0.000262423 0.000416575 0.000189259 0.000170911 0.00014123 0.000163452 0.000480207 0.000448219
internal_weight=0 667 2454 598 428 2355 2316 120 2289 99 1396 170 1337 893 121 872 308 49 287 1117 572 830 71 83 130 105 101 79 543 808
internal_count=3121 667 2454 598 428 2355 2316 120 2289 99 1396 170 1337 893 121 872 308 49 287 1117 572 830 71 83 130 105 101 79 543 808
is_linear=0
shrinkage=0.00196078


Tree=7511
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 14 4 1 15 1 14 0 52 0 16 52 159 150 1 1 4 52 50 14 1 133 1447 123
split_gain=13.9951 2.29097 1.321 1.09681 0.839954 0.672232 0.654987 0.513517 0.484296 0.429633 0.312021 0.264412 0.230589 0.319591 0.2387 0.215695 0.300604 0.232708 0.21535 0.191246 0.167229 0.166635 0.157536 0.145401 0.132395 0.118974 0.117241 0.115731 0.111987 0.111007
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.40124500000000002 0.14285500000000004 0.062655000000000016 0.27287000000000006 0.09253500000000002 0.024640000000000006 0.12000500000000001 -1.0000000180025095e-35 -0.13027499999999997 -0.034054999999999995 -0.075359999999999996 0.083160000000000026 0.024145000000000003 0.083335000000000006 1.0000000180025095e-35 0.122715 0.080000000000000016 0.024790000000000003 0.11434500000000002 0.041865000000000006 0.096015000000000017 0.13075500000000004 -1.0000000180025095e-35 -0.086059999999999984 0.08128500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 8 6 7 10 18 -4 12 -10 -1 14 -14 22 17 -17 19 29 -2 -18 -15 28 -6 -9 27 -5 -12 -3
right_child=1 4 9 26 24 -7 -8 25 11 -11 23 -13 13 15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088960161093100301 0.00070035749619415237 0.00057610795659239716 0.00067770733458291839 0.00031676032777988551 0.00013341957411187408 0.0004227061067101158 0.00048191794472881872 0.00093374070736879859 0.00039014544247610301 0.00040568775111081732 0.00089172768956435791 0.00022267951882131256 0.00047964694215824787 0.0007474560725076767 0.0006938575974245574 0.00044798568775775903 0.00066514735757675287 0.00068181297309647976 0.00031131283885698914 0.00037820716141997014 0.00053344381163356427 0.00077224853596548685 0.00067716570282205541 0.00070408692465953843 0.00029331322550088122 0.00077077520012952918 0.00026778352699467756 0.00049546122458697097 0.00076343481632403475 0.00042310038308976823
leaf_weight=27 113 61 34 22 85 27 39 61 59 65 27 94 40 601 40 36 156 30 40 50 29 87 154 166 26 24 24 38 840 26
leaf_count=27 113 61 34 22 85 27 39 61 59 65 27 94 40 601 40 36 156 30 40 50 29 87 154 166 26 24 24 38 840 26
internal_value=0 0.000400685 0.000720991 0.000561209 0.00031842 0.000730318 0.000733886 0.000738179 0.00036805 0.000499109 0.000732411 0.000287258 0.000710499 0.000706272 0.000586752 0.000715259 0.00067162 0.000554271 0.000437887 0.000474843 0.000666269 0.000703492 0.000733119 0.000757251 0.000170872 0.000887727 0.000383608 0.000429938 0.00076743 0.000530382
internal_weight=0 667 2454 226 441 2355 2328 2289 330 99 2204 153 1171 1144 80 1064 309 66 177 137 142 243 755 1033 111 85 84 60 867 87
internal_count=3121 667 2454 226 441 2355 2328 2289 330 99 2204 153 1171 1144 80 1064 309 66 177 137 142 243 755 1033 111 85 84 60 867 87
is_linear=0
shrinkage=0.00196078


Tree=7512
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 16 2 1429 42 2 0 11 157 160 151 15 43 39 1 131 42 133 1456 403 401 52 52 1209 1210 1208
split_gain=0.209369 0.0492588 0.0392624 0.0445126 0.027982 0.0261822 0.0255351 0.0401313 0.0254651 0.023547 0.0230525 0.0208066 0.017892 0.0220766 0.0194169 0.0238074 0.0200756 0.0172375 0.017159 0.019658 0.0169031 0.0167614 0.0296593 0.0278442 0.0405218 0.0425258 0.0355266 0.0405994 0.0393489 0.0259534
threshold=0.10337500000000001 -0.07793499999999999 0.14262000000000002 0.081930000000000017 -0.074709999999999985 0.51524500000000006 0.10444500000000002 1.0000000180025095e-35 -0.0060199999999999993 0.15109000000000003 -0.0058249999999999994 0.095720000000000013 -0.065184999999999979 -0.077849999999999989 0.10561000000000002 1.0000000180025095e-35 -0.10603999999999998 0.087735000000000021 0.12082500000000002 0.09031500000000002 0.084755000000000011 0.11524500000000001 0.088395000000000015 -0.072624999999999981 -0.06959499999999999 0.10611000000000001 0.09086000000000001 -0.077874999999999986 -0.026879999999999998 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 5 8 12 18 -8 17 11 -4 21 13 -3 15 16 -14 -1 19 20 -2 -6 23 24 -23 26 27 -26 -29 -30
right_child=1 2 10 -5 9 -7 7 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.006759565630927682 0.0052728434301873989 0.0022463014994917267 0.0010903602465987207 0.0069814787857467309 0.004654360362601485 0.0055800538842699365 0.0018848701226449084 0.006827315480913968 0.0013906941877825088 0.0011498752005753062 -0.0023172264418530246 0.0013025368610396983 0.0051415545551572002 -0.0022866365145004933 -0.00053635099320672455 0.0048326994222912222 0.0018480280066385955 0.002657481045129576 0.0025047395799663807 0.0036344726552703871 0.0092091501492541274 0.0086097282760116897 0.00015024809399619699 0.0026430758936071977 0.00029996352439576931 0.00049017001337443411 0.0084873792857093656 0.0086942879888026615 0.0050550883783337976 0.0013886833267931183
leaf_weight=20 24 22 75 20 1935 21 92 20 57 21 27 20 20 21 24 36 248 21 21 27 20 24 20 90 22 26 23 23 75 26
leaf_count=20 24 22 75 20 1935 21 92 20 57 21 27 20 20 21 24 36 248 21 21 27 20 24 20 90 22 26 23 23 75 26
internal_value=0 0.00246669 0.00194488 0.00237975 0.00441279 0.00214497 0.00378145 0.00276745 0.00275784 0.00448315 0.000188352 0.0045138 0.00195053 3.25411e-05 0.00220197 0.00241816 0.00209381 0.0046585 0.00501589 0.00575862 0.00706207 0.00454217 0.00388229 0.00412385 0.00473239 0.00425518 0.00483441 0.00425894 0.00496134 0.00411126
internal_weight=0 718 514 412 2403 392 204 112 98 2305 102 2284 371 43 328 304 268 41 92 71 44 2264 329 309 219 195 169 146 124 101
internal_count=3121 718 514 412 2403 392 204 112 98 2305 102 2284 371 43 328 304 268 41 92 71 44 2264 329 309 219 195 169 146 124 101
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=31
num_cat=0
split_feature=1 155 51 1 123 4 16 2 1 1 150 3 16 52 159 11 133 14 13 15 15 13 16 1447 51 4 15 483 474 484
split_gain=0.16969 0.0428032 0.0314345 0.0353424 0.0279893 0.0264818 0.0239121 0.0235638 0.029384 0.0564267 0.0310984 0.0270941 0.024559 0.0229048 0.0546259 0.0365968 0.0220072 0.0216157 0.027348 0.0228387 0.0351421 0.0245018 0.0208219 0.0207503 0.0206766 0.0345903 0.02547 0.0203436 0.0285014 0.0529164
threshold=0.10293500000000001 0.084785000000000013 -0.41109999999999997 0.16773500000000005 0.12630500000000003 0.40124500000000002 0.24134000000000003 0.090175000000000019 0.088485000000000022 0.091615000000000016 0.083555000000000004 -0.11171999999999999 -0.097644999999999996 0.4002400000000001 -0.46048499999999998 0.078065000000000009 0.084415000000000018 -0.23083499999999998 -0.0075049999999999987 -0.21699999999999997 -0.56368999999999991 -0.28558999999999996 -0.4179199999999999 -0.082869999999999985 0.086310000000000012 -0.011559999999999999 -0.14147499999999996 -0.095084999999999989 0.085295000000000024 0.085435000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 6 7 17 12 23 -10 11 -11 16 15 -15 27 -1 18 -4 20 -19 -21 -22 -9 26 -26 -23 -14 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 -13 13 14 -16 -17 -18 19 -20 21 22 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0061839755113773584 0.0048042774291683901 0.0044098074562318717 0.002220665887991503 -0.0021325647307094187 -0.0017288126230414491 0.00052476352324116635 -0.00094832716463133689 0.0061773843041414188 -0.0027048017462948338 0.0065936041363914098 -6.1920107058856805e-05 0.002614378827010197 0.0063283201250270375 0.0049001937379528375 -0.0010257365265195924 0.0078624664805829522 0.0033081462819661415 0.0042964315046750325 0.0060634686671678095 0.00055473494149434069 0.00081254945274060941 0.005658902803552337 -0.0025317674463925261 0.0037219872215335584 0.0063220514260281472 0.0020265356416898981 0.001905267716365609 0.0042247360926610505 0.0039506500286250554 -0.00081732253734530377
leaf_weight=111 37 81 46 22 20 22 25 36 20 28 23 44 41 35 28 27 35 24 31 60 83 20 24 783 38 37 188 1040 79 33
leaf_count=111 37 81 46 22 20 22 25 36 20 28 23 44 41 35 28 27 35 24 31 60 83 20 24 783 38 37 188 1040 79 33
internal_value=0 0.00224122 0.00197304 0.00180353 0.00194882 0.00397819 0.00207652 0.00401034 0.00361974 0.0021229 0.00313926 0.00416186 0.00426564 0.00412579 0.00226645 0.00422181 0.00549456 0.00221376 0.00376777 0.00196132 0.000838119 0.0023903 6.24223e-05 0.00382992 0.00277946 0.00420293 0.00226619 0.00413941 0.00406151 0.0025458
internal_weight=0 736 655 618 596 2385 576 2363 934 115 95 72 1429 1283 63 1220 146 551 77 474 131 343 107 819 283 75 208 1193 1152 112
internal_count=3121 736 655 618 596 2385 576 2363 934 115 95 72 1429 1283 63 1220 146 551 77 474 131 343 107 819 283 75 208 1193 1152 112
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 1 14 4 47 2 2 4 1 12 47 4 1 0 14 4 49 52 14 1 16 48 4 12
split_gain=21.2725 3.23182 1.96129 1.94341 1.18349 0.954817 0.706646 0.584117 0.583407 0.543294 0.505507 0.418144 0.309711 0.310555 0.276776 0.170275 0.145551 0.145084 0.200978 0.134458 0.129034 0.121039 0.109427 0.108074 0.100392 0.11738 0.130082 0.160627 0.099123 0.0982156
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.091265000000000013 0.14838000000000004 0.27834500000000006 0.086920000000000011 0.08401500000000002 0.090100000000000013 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.096015000000000017 -0.036839999999999991 -0.054319999999999993 -0.057699999999999994 -0.23083499999999998 0.11669000000000002 -0.29154999999999992 0.083685000000000009 -0.0070899999999999991 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 5 4 16 6 8 -4 11 28 12 14 13 23 -1 -16 24 19 29 -13 -10 -2 -9 -5 -3 26 -26 -28 -6 -19
right_child=1 3 7 10 9 -7 -8 22 20 -11 -12 17 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0007717911782247715 0.00076859512457660604 0.00038376051466028425 0.00065457314932815551 0.00022102628626824154 0.0007646007531163406 0.00045825010249269456 0.00040296856390032305 0.00041358773853902083 0.00094849542669451375 0.00033683713501185373 0.0003814366705728547 0.00072998371763130575 2.9986412781264621e-05 0.00012542578477975385 0.00061794654087943518 0.00072860744359300829 0.00042265554103143712 0.00071014473113959517 0.0005015939524675387 0.00056518278869928092 0.00077877996696366198 0.00059919326499201892 0.00024996484544590798 0.00042242521279248869 0.00037677830917131152 0.00014896957912785205 0.00012143840132860326 0.00030082486134605637 0.00060407245129931203 0.0006391749629439976
leaf_weight=1028 50 31 34 20 21 48 24 33 61 30 34 394 84 115 63 353 33 183 26 20 24 24 30 21 42 29 28 61 50 127
leaf_count=1028 50 31 34 20 21 48 24 33 61 30 34 394 84 115 63 353 33 183 26 20 24 24 30 21 42 29 28 61 50 127
internal_value=0 0.000327071 0.000720686 0.000279312 0.000381861 0.00073196 0.000737664 0.000447452 0.000741189 0.000558073 0.000157676 0.000735014 0.000125976 0.000177663 0.000754522 0.000711849 0.000302409 0.000697454 0.000667182 0.000722022 0.000900576 0.000713654 0.000335672 0.000324182 0.000281633 0.000261846 0.000286834 0.000244389 0.000651553 0.00068107
internal_weight=0 673 2448 599 325 2351 2303 97 2279 101 274 2194 240 156 1444 416 224 750 336 414 85 74 63 41 191 160 131 89 71 310
internal_count=3121 673 2448 599 325 2351 2303 97 2279 101 274 2194 240 156 1444 416 224 750 336 414 85 74 63 41 191 160 131 89 71 310
is_linear=0
shrinkage=0.00196078


Tree=7515
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 1 14 1 0 1 3 159 49 2 1 49 475 51 150 1 1 2 47 15 3 156 1
split_gain=14.8121 2.0752 1.39456 1.07522 0.863985 0.73523 0.484375 0.453869 0.438259 0.380643 0.268259 0.267382 0.266924 0.286844 0.208086 0.17745 0.172372 0.166364 0.157554 0.15197 0.146472 0.13268 0.130912 0.11101 0.109009 0.108532 0.0993117 0.0983586 0.0966772 0.15446
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.090425000000000019 0.27287000000000006 0.14285500000000004 0.077845000000000011 0.062655000000000016 0.12765500000000005 -0.22491999999999998 0.080270000000000022 -0.12018999999999998 0.083335000000000006 -0.054984999999999992 -0.0050599999999999994 0.16175000000000003 -0.006494999999999999 -0.08230999999999998 0.11144500000000002 0.076925000000000007 0.13075500000000004 0.12408500000000001 0.10613000000000002 0.11043500000000002 0.040760000000000005 -0.13309499999999996 1.0000000180025095e-35 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 14 11 -4 12 -8 18 20 -14 16 -2 -3 -6 -7 -13 -1 23 -5 24 -18 -17 28 -28 29 -21
right_child=1 4 8 22 17 7 10 -9 -10 -11 -12 19 13 -15 -16 25 21 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00077529913941960826 0.00048908811236850007 0.00032438153848079077 0.0006992434399301599 0.000415843893633851 0.00019319449874898303 0.00042152323009642784 0.00036146168391603761 0.00047852652589427643 0.00040957259913935778 0.00091084235676819011 0.00020138345565091724 0.00078592238134643987 0.00052872220541234883 0.0007262585599487932 0.00030452600127889534 0.00071936094230533266 0.00070096550085355558 -2.9000695394812957e-06 0.00066469445733316967 0.00067498832162918667 0.00061670475070128958 0.00038982559275883502 0.00024449637898619082 0.00046344941291646692 0.00050303333384149216 0.00059400700544025374 0.00085001031531157123 0.00071312071134646733 0.00073881754353250515 0.0005187996071770361
leaf_weight=843 23 27 28 60 80 21 80 39 71 59 81 76 30 488 40 79 23 21 20 382 23 31 24 38 20 40 22 244 82 26
leaf_count=843 23 27 28 60 80 21 80 39 71 59 81 76 30 488 40 79 23 21 20 382 23 31 24 38 20 40 22 244 82 26
internal_value=0 0.000389953 0.000719476 0.000542732 0.000311659 0.000729059 0.000358961 0.00068548 0.0004915 0.000756602 0.000280925 0.000694725 0.000750027 0.000714818 0.00042915 0.000646752 0.000465013 0.000152422 0.000540143 0.000702343 0.000771087 0.000498916 0.000366887 0.000540666 0.000608904 0.000677225 0.000693941 0.000724442 0.000677382 0.000665035
internal_weight=0 667 2454 226 441 2355 340 912 99 1443 161 873 1384 518 179 142 139 101 41 832 866 112 84 81 43 119 756 266 490 408
internal_count=3121 667 2454 226 441 2355 340 912 99 1443 161 873 1384 518 179 142 139 101 41 832 866 112 84 81 43 119 756 266 490 408
is_linear=0
shrinkage=0.00196078


Tree=7516
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 2 14 4 2 1 2 4 3 39 2 2 475 13 4 150 159 2 52 52 16 15 0
split_gain=25.6951 4.10034 2.61116 2.3014 1.34618 1.15096 0.642002 0.641768 0.633565 0.614031 0.61209 0.518295 0.434793 0.488635 0.362443 0.311858 0.260291 0.235463 0.227639 0.153431 0.148971 0.145448 0.140491 0.133944 0.138434 0.127678 0.178849 0.152324 0.124815 0.181175
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.17025000000000004 0.09253500000000002 0.14285500000000004 0.062655000000000016 0.40945500000000007 0.11474000000000002 0.089625000000000024 0.090050000000000005 0.27287000000000006 0.30112000000000005 0.087690000000000004 0.089885000000000007 -0.0091949999999999983 -0.082014999999999991 -1.0000000180025095e-35 -0.036839999999999991 0.083250000000000005 0.076905000000000015 0.11237500000000002 -0.56176499999999996 0.039215000000000007 0.19444000000000003 -0.15914499999999995 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 22 9 10 -5 14 12 15 -6 17 18 19 16 -4 28 -14 -7 -12 -2 23 24 -3 -21 -27 -28 -1 -30
right_child=1 2 6 7 11 8 -8 -9 -10 -11 20 -13 13 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0011367040418836071 0.0010261164728332969 0.00070622159510669476 0.00068244417769867071 0.00088417292921669612 0.00086187384007600592 0.0010333489606724703 0.00014408627476275357 0.0005499048027509364 0.00064978877179860289 0.0011697847353846172 0.00026020648261905894 0.00053186323858943644 0.0007588031956606814 0.00065523928146979772 0.00067100126521768273 0.00030717756217362195 0.00043329455764541604 0.00096527669487996536 0.00096192366129120111 0.0010632724797024447 0.0004123286712655728 0.00084041781187836639 0.00045196508388499468 0.00047901620891425202 0.00053593873198515447 0.00086122787662278673 0.00097384685290460827 0.00079833921343885005 0.00089961260217292257 0.0010218247715818487
leaf_weight=34 50 31 38 34 77 44 54 63 39 76 99 24 23 24 23 22 28 428 273 20 33 24 92 56 45 189 140 22 49 967
leaf_count=34 50 31 38 34 77 44 54 63 39 76 99 24 23 24 23 22 28 428 273 20 33 24 92 56 45 189 140 22 49 967
internal_value=0 0.000530448 0.000476654 0.00096305 0.000595522 0.000975262 0.000335661 0.000667071 0.00088927 0.00099715 0.000382683 0.000783455 0.000989853 0.000924323 0.000910593 0.000509353 0.000576744 0.00100404 0.000946141 0.000923872 0.000298237 0.00096589 0.000510785 0.00055178 0.000605396 0.000910888 0.000902205 0.000950012 0.00101984 0.00101593
internal_weight=0 673 599 2448 325 2351 274 97 477 1874 220 101 1798 320 438 88 66 1478 296 415 132 74 224 132 76 371 351 162 1050 1016
internal_count=3121 673 599 2448 325 2351 274 97 477 1874 220 101 1798 320 438 88 66 1478 296 415 132 74 224 132 76 371 351 162 1050 1016
is_linear=0
shrinkage=0.00196078


Tree=7517
num_leaves=31
num_cat=0
split_feature=1 52 2 124 10 2 9 2 42 132 160 3 43 3 13 15 41 3 133 403 15 3 2 159 2 3 4 42 472 3
split_gain=0.338956 0.0722553 0.0455437 0.037405 0.0329315 0.0383712 0.0661728 0.0311144 0.0302347 0.0282705 0.038557 0.0411049 0.025252 0.0239319 0.0231101 0.0221788 0.0436258 0.0297723 0.0289082 0.0423128 0.0377681 0.030173 0.0354186 0.0470842 0.0406999 0.0349714 0.0313607 0.0300979 0.0289829 0.0611339
threshold=0.10337500000000001 -0.40967499999999996 0.14753000000000002 -0.074709999999999985 0.058500000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.13404500000000005 -0.0060199999999999993 0.08764000000000001 -1.0000000180025095e-35 0.20828500000000003 -0.078139999999999973 0.0022600000000000003 -0.01163 0.040760000000000005 0.075585000000000013 -0.047929999999999993 0.076280000000000014 -0.088144999999999987 -0.10469999999999999 0.10299500000000002 0.085730000000000015 0.03981500000000001 0.079055000000000014 -0.089519999999999988 0.0067750000000000006 -0.079539999999999986 -0.0062899999999999996 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 5 6 14 15 -1 10 -4 -12 -7 -6 -3 18 17 -17 19 -5 -21 22 24 27 26 -25 -22 -24 -29 -30
right_child=1 2 9 7 13 12 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.0056592172829479708 0.0057270898320444527 0.0034698731806129218 0.0030197712455884793 0.00087551510334014893 0.0026136281779937207 0.00092383117984924743 0.0057431392782420765 0.0030899965603436745 0.0020985089018818385 0.0035759322594718212 0.00056136554040546926 -0.0049548181408846925 0.0031354499719584254 -0.001544821508228779 -0.00092238301320163448 0.0057323267900836073 0.0091637461297867095 0.0085486435898555774 0.0059171599009782624 0.006530354504905668 0.0061533557142458206 0.001418893820071524 0.0059344280800885628 0.0039458204121910964 0.0099338736182645621 0.0084624529886059476 0.0025260844849981368 0.006198300648695575 -0.0015777315073325462 0.0034378709162265295
leaf_weight=41 87 25 27 25 31 67 123 49 57 28 35 22 225 25 23 1000 41 39 496 139 116 27 45 30 23 40 30 26 29 150
leaf_count=41 87 25 27 25 31 67 123 49 57 28 35 22 225 25 23 1000 41 39 496 139 116 27 45 30 23 40 30 26 29 150
internal_value=0 0.00302545 0.00265296 0.00550161 0.00304762 0.00332465 0.00451426 0.00558296 0.00358819 0.000824123 -9.31474e-05 -0.00156769 0.00262799 0.000757177 0.00136525 0.00563711 0.00596429 0.00583804 0.00533664 0.00491319 0.0050673 0.00467319 0.00485287 0.00423439 0.00602397 0.00652675 0.00540803 0.00359253 0.00307845 0.00262529
internal_weight=0 718 631 2403 519 463 171 2305 98 112 84 57 292 56 48 2256 1080 1039 1176 680 655 516 489 320 169 70 146 250 205 179
internal_count=3121 718 631 2403 519 463 171 2305 98 112 84 57 292 56 48 2256 1080 1039 1176 680 655 516 489 320 169 70 146 250 205 179
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 4 123 14 52 4 1 0 2 151 1 43 1 12 14 50 40 1 12 15 133
split_gain=22.7785 3.69373 1.76842 1.5138 1.26653 1.21643 0.814905 0.75568 0.632618 0.509072 0.431082 0.361571 0.344972 0.323027 0.319812 0.399798 0.292297 0.284373 0.243005 0.242509 0.23348 0.22852 0.202525 0.177259 0.176408 0.166268 0.165877 0.164714 0.158077 0.128166
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.089885000000000007 0.10467500000000002 0.09253500000000002 -0.16363499999999997 0.10695000000000002 0.062655000000000016 -0.52606999999999993 -0.013514999999999998 0.086920000000000011 -0.050064999999999991 -0.090999999999999984 -0.016164999999999995 0.12958500000000003 0.064745000000000011 0.13075500000000004 0.092550000000000007 -0.23083499999999998 0.041865000000000006 -0.077714999999999992 0.086920000000000011 0.092355000000000007 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 25 12 19 -4 -10 23 17 -2 20 22 -15 -1 -17 -8 -9 29 -16 -12 28 -3 -19 -22 -6 -5
right_child=1 4 9 21 24 -7 8 14 10 -11 11 -13 -14 16 15 18 -18 26 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070992754078378858 0.0009471860252508596 0.00038077424454798436 0.00083293462432104551 0.00043331203432737079 0.00026607192612610169 0.000604670426923952 0.00084779332782707962 0.00092847968010735819 0.00073754108273515518 0.00053351746385750022 0.00059573258525536703 0.00018551540995865839 0.0010951805615908444 0.00080531988794448148 0.00090143524460618613 0.00049871996976435184 0.0005409451658088787 0.00095979728945515199 0.00079136628024523549 0.00055811537356645455 0.00065754485115701079 0.00032712322830228633 0.00080877793687673797 0.00043429289033204374 0.00034899189566061191 0.00021833658822830403 0.00091173506298149881 0.00086436288121807077 8.1222933560859127e-05 0.00062048287922680345
leaf_weight=20 49 47 34 22 29 48 25 403 20 61 32 20 59 82 186 20 20 928 24 20 20 24 177 143 23 50 393 57 46 39
leaf_count=20 49 47 34 22 29 48 25 403 20 61 32 20 59 82 186 20 20 928 24 20 20 24 177 143 23 50 393 57 46 39
internal_value=0 0.000499461 0.000902918 0.000698517 0.000396215 0.000913588 0.000450417 0.000920071 0.000507637 0.000640677 0.000463388 0.00043527 0.000948441 0.000816339 0.000875293 0.00083486 0.000753482 0.000941985 0.000658345 0.000719048 0.000909577 0.000489208 0.000856255 0.000463813 0.000198767 0.000297043 0.000945499 0.000810644 0.000152698 0.000552979
internal_weight=0 691 2430 236 455 2335 357 2287 260 95 215 195 1400 151 887 407 102 1341 44 45 480 85 363 175 98 97 1321 77 75 61
internal_count=3121 691 2430 236 455 2335 357 2287 260 95 215 195 1400 151 887 407 102 1341 44 45 480 85 363 175 98 97 1321 77 75 61
is_linear=0
shrinkage=0.00196078


Tree=7519
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 160 3 2 1 1 3 2 3 3 1 4 4 0 11 133 43 2 1212 42 1213 403 402 4 3 132
split_gain=0.356936 0.0748876 0.0457728 0.037423 0.0354208 0.0293517 0.027037 0.0313946 0.0240001 0.0270306 0.0252179 0.0226767 0.0224555 0.0343891 0.0216002 0.0288195 0.0213835 0.0388536 0.0212434 0.0251948 0.0340871 0.045895 0.0356507 0.0484572 0.0347835 0.0326153 0.0395408 0.0322841 0.0318399 0.0267409
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.091265000000000013 -0.24498999999999996 -0.028564999999999997 0.11411 0.11551000000000002 0.10956 -0.078244999999999995 0.15109000000000003 -0.14186499999999996 -0.10831999999999999 0.089770000000000016 -0.0086549999999999978 -0.50052499999999989 -0.080869999999999984 0.080705000000000013 -0.14816999999999997 0.0068900000000000012 0.086285000000000014 -0.030914999999999995 0.088465000000000002 -0.090954999999999994 0.26430000000000003 0.033490000000000006 -0.080924999999999983 -0.12711499999999995 -0.020429999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 18 -3 7 8 9 -7 -10 12 16 -14 -15 -16 -6 -18 19 25 22 -22 23 24 -21 26 27 -1 -24 -29
right_child=1 2 -4 -5 11 6 -8 -9 10 -11 -12 -13 13 14 15 -17 17 -19 -20 20 21 -23 28 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0043077465251929337 0.005877949783161026 0.0067287551745286462 0.0012870201341502253 0.0015630788127468391 0.0095338294197889889 0.0049114008407507631 0.0024496954876945397 0.0024306750608752417 0.00081850955495610844 0.0095199045981280515 0.0055034749261620971 0.0019448455866603626 0.0017884840078962348 0.0054289415258009779 0.0054217313084092625 0.0014840335215387098 0.0093610065290704366 0.0038358049300898402 0.0085440611030207954 0.0093633597904744636 0.0052579935132396512 0.00020851498799553763 0.0029122363448648783 0.011592370444675908 0.0047499442282556139 0.0040854253219619677 0.010974848071782617 0.0058669517817907038 0.0058931207711819455 0.010866640601307154
leaf_weight=31 87 23 160 22 22 35 275 71 20 20 27 21 30 650 41 34 20 35 32 26 72 24 37 25 44 26 32 20 1136 23
leaf_count=31 87 23 160 22 22 35 275 71 20 20 27 21 30 650 41 34 20 35 32 26 72 24 37 25 44 26 32 20 1136 23
internal_value=0 0.00312754 0.00274832 0.00566853 0.00570646 0.00324473 0.00306586 0.00404531 0.00516923 0.00658722 0.00350987 0.00519024 0.00527215 0.00510624 0.00524353 0.00363664 0.00689893 0.00584497 0.00599464 0.00594011 0.00581244 0.00399562 0.00594999 0.0078132 0.0064635 0.0072593 0.0080378 0.00676773 0.00579909 0.0085412
internal_weight=0 718 631 2403 2381 471 448 173 102 55 47 853 832 755 725 75 77 55 1528 1496 1364 96 1268 95 70 132 106 74 1173 43
internal_count=3121 718 631 2403 2381 471 448 173 102 55 47 853 832 755 725 75 77 55 1528 1496 1364 96 1268 95 70 132 106 74 1173 43
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 4 14 4 1 2 16 1 0 15 12 131 2 4 13 2 150 13 2 13 47 15 475 43 40
split_gain=9.33219 1.43404 0.884228 0.84713 0.447755 0.364692 0.400587 0.302823 0.274857 0.248513 0.2355 0.18953 0.17554 0.282922 0.145896 0.142704 0.123465 0.144566 0.103763 0.0976091 0.0967964 0.112999 0.0928997 0.0889821 0.0882205 0.0810349 0.0794885 0.0793881 0.0724844 0.0673975
threshold=0.10538500000000002 0.12408500000000001 1.0000000180025095e-35 0.087215000000000015 0.098630000000000009 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.14960000000000004 -0.52595999999999987 0.085605000000000014 -0.10607499999999999 -0.095869999999999983 0.087695000000000009 0.086835000000000009 0.31358000000000003 -0.50940999999999981 0.049530000000000012 0.10855000000000002 1.0000000180025095e-35 -0.0062949999999999994 0.079055000000000014 -0.0025349999999999995 0.10350500000000001 -0.15914499999999995 -0.082014999999999991 -0.080324999999999994 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 7 6 29 12 25 -4 11 -6 15 14 -14 18 17 -7 -1 -15 21 24 -8 -20 -2 -5 -25 -13 -11 -3
right_child=1 5 9 8 10 16 22 -9 -10 28 -12 27 13 19 -16 -17 -18 -19 23 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00078891458687216853 0.0003870213885730176 0.00030344004560188916 0.00058153688552833741 0.00062318733666373908 0.00038463401918609934 0.00016335078941642487 0.00017785824021800307 0.00074919628150476637 0.00037553160583746491 0.00040400978630664299 0.00037939977490794065 0.00065687959100685866 0.00059023464095252513 0.00061872725204178101 0.000388599990530973 0.00061194942460881673 0.00028520744605614091 -2.5674368200056692e-05 0.00054269304301934797 0.00052220403563742548 0.00031693401044037616 0.0003279970567145094 0.00031435001510215447 0.00077538473056811919 0.00056695525844891858 0.00052042724088447356 0.00064989221134787291 0.00057074089336336085 0.00026673628734711675 0.00043543886892029044
leaf_weight=21 22 20 28 70 20 70 73 76 32 50 26 46 22 384 37 587 22 20 29 45 142 41 26 20 20 51 653 389 21 58
leaf_count=21 22 20 28 70 20 70 73 76 32 50 26 46 22 384 37 587 22 20 29 45 142 41 26 20 20 51 653 389 21 58
internal_value=0 0.000345074 0.000606633 0.000424571 0.000614264 0.000241096 0.000296503 0.000627961 0.000537137 0.000425101 0.000560898 0.000571269 0.000622837 0.000591094 0.000463786 0.000634662 0.000153532 0.000121345 0.000653102 0.000608602 0.000348027 0.000401222 0.000213705 0.000649039 0.000472704 0.000579875 0.000653622 0.00057985 0.000363408 0.000401593
internal_weight=0 667 2454 378 2355 289 177 1874 153 99 481 455 1798 488 59 1310 112 90 723 429 225 83 99 702 42 121 673 435 71 78
internal_count=3121 667 2454 378 2355 289 177 1874 153 99 481 455 1798 488 59 1310 112 90 723 429 225 83 99 702 42 121 673 435 71 78
is_linear=0
shrinkage=0.00196078


Tree=7521
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 1 16 1 2 49 50 4 1 124 1 2 3 3 3 47 2 12 2 11 133
split_gain=18.8596 2.80812 1.41875 1.3075 1.08971 1.03233 0.654298 0.550583 0.437213 0.428892 0.39168 0.311213 0.290626 0.341428 0.252181 0.217338 0.192569 0.199202 0.177186 0.171452 0.135772 0.135593 0.241487 0.133053 0.131753 0.113369 0.110865 0.105716 0.104628 0.0974329
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.095545000000000005 -1.0000000180025095e-35 0.14285500000000004 0.062655000000000016 0.10855000000000002 0.092845000000000025 -0.52595999999999987 0.086920000000000011 0.089775000000000008 -0.054984999999999992 0.041865000000000006 -0.062539999999999984 0.13436000000000001 -0.081949999999999981 0.13075500000000004 0.31358000000000003 -0.13927999999999999 -0.10831999999999999 -0.10831999999999999 0.090280000000000013 0.089885000000000007 0.095780000000000018 0.10060500000000001 0.08326500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 18 11 12 -8 -4 -7 25 23 -2 20 -11 -18 -3 29 -6 27 -23 -14 -16 -1 -24 -13 -29 -5
right_child=1 4 10 19 15 7 9 -9 -10 16 -12 21 13 -15 24 -17 17 -19 -20 -21 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00085832993931554756 0.00053638657387258695 0.0003465332170549021 0.00073113503042168259 0.00036895284412591427 0.00016965362822979192 0.00052585890786209239 0.00058069309030753973 0.00051917581570364241 0.0009904075169763645 0.00058006651407363366 0.00047462477341136023 0.00096800660677984652 0.00065223644562264821 0.00053828448335658391 0.00082780030770749963 0.00033200982948550787 0.00040590007444002814 0.00021524322501557204 0.000177910328075728 0.00027670625068804285 -7.5936197984988004e-06 0.00054575054595867791 0.00079817431061553364 0.00080895366650722035 0.00069828573701317118 0.00081524541242129788 0.00073629512802330602 0.00068805546006735642 0.000864080998653701 0.00053291937568916009
leaf_weight=931 23 46 37 22 54 21 69 39 70 20 60 20 22 20 58 23 134 25 50 24 24 20 214 391 63 314 232 20 37 38
leaf_count=931 23 46 37 22 54 21 69 39 70 20 60 20 22 20 58 23 134 25 50 24 24 20 214 391 63 314 232 20 37 38
internal_value=0 0.000434238 0.000804859 0.000611185 0.000343578 0.000814447 0.000396154 0.000744491 0.000838579 0.000449358 0.000572469 0.000760071 0.000832246 0.000788489 0.000724592 0.000164508 0.000398732 0.000375923 0.000258709 0.000416772 0.000115116 0.000769129 0.000756534 0.000800606 0.000760367 0.000847464 0.000765986 0.000845354 0.000802318 0.000472798
internal_weight=0 673 2448 228 445 2351 344 603 1748 248 97 564 1678 433 144 101 179 159 96 84 78 543 466 413 121 1245 446 77 57 60
internal_count=3121 673 2448 228 445 2351 344 603 1748 248 97 564 1678 433 144 101 179 159 96 84 78 543 466 413 121 1245 446 77 57 60
is_linear=0
shrinkage=0.00196078


Tree=7522
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 1 0 34 150 4 12 4 4 16 47 2 15 0 4 13 31 0 4
split_gain=8.72974 1.24525 0.832988 0.782631 0.495664 0.422206 0.295303 0.261016 0.212213 0.205202 0.177791 0.168948 0.153901 0.1518 0.140039 0.129179 0.121195 0.101279 0.115177 0.0895598 0.0814375 0.0717747 0.068884 0.0661886 0.0997788 0.0926783 0.0647629 0.0630462 0.0613562 0.0606279
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.14285500000000004 0.089625000000000024 -0.10324499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.09141500000000001 -0.51843499999999987 0.022185000000000003 0.19444000000000003 0.090100000000000013 -1.0000000180025095e-35 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 -1.0000000180025095e-35 -0.077289999999999984 0.14486500000000005 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 12 -5 11 -6 15 14 17 -14 27 19 -16 18 -1 28 -19 -3 -15 -20 25 -25 -18 -4 -7 -2
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 -13 13 22 16 -17 26 20 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0007008966397155415 0.0005592655719583549 0.000247345967610277 0.00017444225428244115 0.00048800141703106453 0.00048663065317465146 0.00053555971152105866 0.00066565214139662485 0.00027989547076451857 0.00031158143185581821 0.00029047981189202421 0.0003546662933743384 8.3977393993780796e-05 0.00039756211556773134 0.00041846317594008677 0.00033048894901202954 0.00036721658087546477 0.00013911041379742735 0.0005322305582405423 0.00064701807321739066 0.0004624110448943058 0.0004324521188016365 0.00034524390913439744 0.00053039771126112069 0.00042176607722306953 0.00055995523192452852 0.00056735030082611716 0.00027195353175745623 2.7620501916312501e-05 0.00042693362954784842 0.00043856594772412886
leaf_weight=22 48 188 22 37 70 219 79 62 34 29 39 99 44 23 32 29 43 310 31 134 35 34 261 40 1038 29 21 23 22 24
leaf_count=22 48 188 22 37 70 219 79 62 34 29 39 99 44 23 32 29 43 310 31 134 35 34 261 40 1038 29 21 23 22 24
internal_value=0 0.000275482 0.000246011 0.000528457 0.000313793 0.000535637 0.000548274 0.000357672 0.000166602 0.000429172 0.000481094 0.000146063 0.000543215 0.000504729 0.000189655 0.000493298 0.000231963 0.000551603 0.000560375 0.000503049 0.000522108 0.000262339 0.000521333 0.000557658 0.000555156 0.000482954 0.0001827 9.94e-05 0.000525644 0.000519032
internal_weight=0 667 595 2454 321 2355 1912 99 274 99 443 240 1833 328 141 404 96 1505 1160 375 345 222 284 1138 1107 69 64 45 241 72
internal_count=3121 667 595 2454 321 2355 1912 99 274 99 443 240 1833 328 141 404 96 1505 1160 375 345 222 284 1138 1107 69 64 45 241 72
is_linear=0
shrinkage=0.00196078


Tree=7523
num_leaves=31
num_cat=0
split_feature=1 52 2 124 2 4 42 457 3 52 132 15 48 15 41 1176 12 403 132 1375 51 1454 1446 13 481 403 133 13 402 2
split_gain=0.469375 0.0948257 0.0594388 0.0467216 0.0367055 0.0365057 0.0342642 0.0310258 0.0272859 0.0336923 0.026542 0.0386013 0.0491489 0.0251225 0.0431288 0.0309777 0.0350866 0.0418375 0.0335467 0.035969 0.0282985 0.0278667 0.0277284 0.0512506 0.0382429 0.0266768 0.0266177 0.0406377 0.0654714 0.0790325
threshold=0.10337500000000001 -0.40967499999999996 0.14753000000000002 -0.074709999999999985 0.13404500000000005 0.27287000000000006 -0.0060199999999999993 0.079590000000000008 -0.13309499999999996 0.12354000000000001 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.040760000000000005 0.075585000000000013 0.085295000000000024 0.093105000000000007 -0.088144999999999987 0.082150000000000015 -0.16449999999999998 0.10501000000000001 0.093640000000000015 0.083715000000000026 -0.085034999999999986 -0.086219999999999977 0.089965000000000017 -0.0061299999999999992 -0.081029999999999977 -1.0000000180025095e-35 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 13 7 -1 -3 -7 -10 11 -4 -13 15 20 16 17 -5 19 -19 21 22 26 -24 -25 -21 -15 28 -28 -30
right_child=1 2 10 4 -6 8 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 25 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0065912617540850151 0.0067061338680742813 0.0049158271691347993 0.0034081474573423084 0.0032092855559312742 0.0039082363774116174 0.0045369831812926212 0.0028006974830324847 0.0019550812752207832 0.0015371861195667231 0.0050582079647221801 0.0037615319264919633 -0.0049526509310288194 0.0010467529769003804 0.0073275857425668216 0.010204148608282573 0.0026377900503575802 0.0055058580720425037 0.0039325584131958231 0.0044623570112546666 0.0070957297106350424 0.010622612587176264 0.0033039283758791332 0.012561705588207892 0.0036848548444963639 0.0092488917460044236 0.010298899654299021 0.0081671266816556454 0.0066469823642004364 -0.0026390749517650833 0.0053062940091495557
leaf_weight=41 87 225 26 32 49 65 57 42 154 33 28 22 36 429 41 22 305 35 53 702 20 22 24 21 30 27 27 414 21 31
leaf_count=41 87 225 26 32 49 65 57 42 154 33 28 22 36 429 41 22 305 35 53 702 20 22 24 21 30 27 27 414 21 31
internal_value=0 0.00361117 0.00318445 0.00652502 0.00661594 0.00363531 0.00438655 0.00445009 0.00277203 0.00215854 0.00109517 0.000206388 -0.00122888 0.00667475 0.00702297 0.00635496 0.00642582 0.00675632 0.00689525 0.00706402 0.00689744 0.00682433 0.00690201 0.00875106 0.00695782 0.00721437 0.0067516 0.00625038 0.00417199 0.00209759
internal_weight=0 718 631 2403 2305 519 98 267 252 187 112 84 58 2256 1080 1176 1154 849 817 764 1039 1019 997 75 51 729 922 493 79 52
internal_count=3121 718 631 2403 2305 519 98 267 252 187 112 84 58 2256 1080 1176 1154 849 817 764 1039 1019 997 75 51 729 922 493 79 52
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 4 0 15 4 12 1 457 158 4 4 47 1 3 4 1 16 4 0
split_gain=13.5822 2.04124 1.36246 1.17542 0.760735 0.661254 0.493584 0.387487 0.358396 0.335481 0.268887 0.261308 0.190148 0.21576 0.210766 0.181727 0.151165 0.152741 0.146096 0.128062 0.123293 0.103081 0.0977714 0.0959102 0.0925346 0.0886768 0.0838001 0.0815533 0.0806319 0.0754418
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.14285500000000004 0.14285500000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.27834500000000006 0.08815000000000002 0.089770000000000016 0.080930000000000016 0.085030000000000008 -0.51253999999999988 -0.036839999999999991 0.090100000000000013 0.083345000000000016 -0.017889999999999996 0.022185000000000003 0.16175000000000003 -0.039889999999999988 -0.0070899999999999991 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 22 6 12 11 -5 28 18 15 13 14 -1 -4 17 20 25 23 -15 -2 -3 -14 -17 -7 -13 -16 -6 -18
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 26 19 16 27 24 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072095186686983292 0.00068561787026769972 0.00029486488532341412 0.00032818345877432296 0.00058245433249649512 0.00069228589785199214 0.00062918981338037374 0.00081844058458282565 0.00038378926530059301 0.00033708465979525855 0.0003430198248646228 0.0004268935251776869 0.00011251604374317673 0.00060647270060341625 0.00084733378215163364 0.00043630500191814897 0.00025621362281459664 0.00065633937434185854 0.00055279000254433133 0.00043411504586829858 0.00070376921040064084 0.00069135639157183459 0.00052928689964651279 0.00041044580067308155 0.00049274966814646535 0.00012997258310902941 0.00056727510168109356 -2.7028444448327706e-05 0.00059498297470603504 0.00054750278475237826 0.00056895564949395602
leaf_weight=23 50 191 39 37 21 238 79 34 60 30 39 78 81 20 33 33 754 30 20 33 755 24 33 44 69 142 21 20 50 40
leaf_count=23 50 191 39 37 21 238 79 34 60 30 39 78 81 20 33 33 754 30 20 33 755 24 33 44 69 142 21 20 50 40
internal_value=0 0.000327684 0.000289729 0.000642204 0.000375593 0.000650932 0.000666689 0.000187882 0.000430679 0.000516869 0.000582304 0.000160129 0.000660148 0.000666282 0.000564205 0.000214343 0.000671134 0.000690068 0.000597456 0.000595124 0.000695382 0.000634916 0.000311892 0.000566442 0.000170815 0.000606053 8.29157e-05 0.000496183 0.000590326 0.000651937
internal_weight=0 673 599 2448 325 2351 1912 274 97 101 439 240 1833 1675 76 141 1599 805 400 158 775 74 224 125 102 380 99 53 71 794
internal_count=3121 673 599 2448 325 2351 1912 274 97 101 439 240 1833 1675 76 141 1599 805 400 158 775 74 224 125 102 380 99 53 71 794
is_linear=0
shrinkage=0.00196078


Tree=7525
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 1 2 14 16 2 1 1 4 1 159 43 1 12 133 457 2 52 4 3 3 50 49
split_gain=10.1906 1.60735 0.904336 0.61975 0.587041 0.536547 0.367362 0.339322 0.294834 0.265262 0.224067 0.192873 0.17845 0.156593 0.145891 0.139874 0.168182 0.132055 0.113637 0.100029 0.0854246 0.0844265 0.081521 0.0953466 0.0805251 0.0779864 0.0773218 0.075789 0.066543 0.0657047
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.092845000000000025 0.089885000000000007 0.062655000000000016 -0.061854999999999993 0.31358000000000003 0.122715 0.091195000000000012 -0.013514999999999998 0.086920000000000011 0.082585000000000006 0.05259500000000001 0.13075500000000004 0.095780000000000018 -1.0000000180025095e-35 0.083570000000000019 0.10882500000000002 0.12418000000000001 -0.036839999999999991 0.31370500000000007 0.076840000000000006 0.079410000000000008 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 17 6 9 12 -4 10 14 -9 24 25 -1 18 20 22 28 21 -17 -5 23 -3 26 -2 27 -6 -11 -10
right_child=1 4 8 19 7 -7 -8 11 29 15 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064337502677479284 0.00064107568544986978 0.00049431226855399556 0.00056296996029501524 0.00028179953013399015 0.00017606302622040176 0.00041057390337383821 0.00038827080096976428 0.00024801095310509334 0.00040163070193657336 0.00062456111475134703 0.00075775732869086127 0.0004552836827307689 1.3203123353080811e-05 0.00041961477149436607 0.0005881326580204322 0.0006035997917518104 0.00043691304343674144 0.00026081903096119284 0.00056049600408451339 0.00022868621132634821 0.00054086262320883309 0.00043443019345202808 0.00030493381723085896 0.00036587571864034617 0.00028977122839999382 0.00053686763136050642 0.00011285320516054113 0.00029773639815650196 0.00070558403935715045 0.00027370198054882703
leaf_weight=1117 48 40 37 22 81 48 26 45 33 341 59 28 24 29 220 233 34 38 103 24 130 38 30 50 28 65 51 26 44 29
leaf_count=1117 48 40 37 22 81 48 26 45 33 341 59 28 24 29 220 233 34 38 103 24 130 38 30 50 28 65 51 26 44 29
internal_value=0 0.000334716 0.000608039 0.000469174 0.00026581 0.000615757 0.000620026 0.000212356 0.000424455 0.000622668 0.000639503 0.000327513 0.000172325 0.000548147 0.000634285 0.000596111 0.000568781 0.000361553 0.000618345 0.000335672 0.000581132 0.000378466 0.000393452 0.000422959 0.000192857 0.000581133 0.000175682 0.000205629 0.000633821 0.000341793
internal_weight=0 667 2454 226 441 2355 2307 283 99 2281 1396 73 210 142 1337 885 397 158 488 84 363 60 120 90 186 113 158 107 385 62
internal_count=3121 667 2454 226 441 2355 2307 283 99 2281 1396 73 210 142 1337 885 397 158 488 84 363 60 120 90 186 113 158 107 385 62
is_linear=0
shrinkage=0.00196078


Tree=7526
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 4 1 12 4 1 1 50 2 1 1 11 1 3 52 2 2 49 4 4
split_gain=33.0102 5.0028 2.81834 2.81792 1.59912 1.56773 1.09172 0.863352 0.831117 0.808759 0.806615 0.496412 0.446293 0.47309 0.415342 0.373869 0.310081 0.289278 0.272044 0.257235 0.20895 0.188257 0.186453 0.185043 0.173064 0.162557 0.159925 0.153171 0.152499 0.120189
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.062655000000000016 0.10613000000000002 -0.15289999999999995 0.089770000000000016 0.087005000000000013 0.27287000000000006 0.12337000000000002 0.13075500000000004 0.041865000000000006 0.089525000000000007 0.12000500000000001 0.13288500000000003 1.0000000180025095e-35 0.12958500000000003 -0.11171999999999999 -0.11183499999999999 0.31358000000000003 0.090425000000000019 -0.053364999999999996 0.042705000000000007 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 19 -4 14 12 22 -12 18 26 21 24 -5 25 -1 -3 -13 23 -8 -7 -2 -6 -14 -9 -15 -25
right_child=1 4 7 16 17 8 10 27 -10 -11 11 20 13 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0035951007003294463 0.0035699489151935293 0.002962705582575081 0.0034565139119325347 0.0030680303635940054 0.0027154380659779641 0.0033095404663057168 0.0033589422015307823 0.0031581012366689747 0.0031784943391808137 0.0037694300229827436 0.0032896661641550998 0.0029900071387855892 0.0034106484185876169 0.0035488812977561516 0.0032140471441361607 0.0032366040139070176 0.0028043207779429318 0.0028980011853697073 0.0035379001944893526 0.0027437287395509027 0.0027846463648818183 0.0035950792590956882 0.0031203494352452896 0.003522007966988842 0.00341907558098338 0.002524948370904704 0.0031949898892757941 0.0029641243394280385 0.0033930394211452598 0.0034474082076382207
leaf_weight=1018 57 30 34 60 61 26 34 34 41 76 20 142 39 228 23 27 24 26 466 66 22 52 20 152 60 24 20 29 27 183
leaf_count=1018 57 30 34 60 61 26 34 34 41 76 20 142 39 228 23 27 24 26 466 66 22 52 20 152 60 24 20 29 27 183
internal_value=0 0.00304192 0.00353224 0.00327809 0.00292091 0.00354576 0.00298867 0.00320471 0.0034454 0.0035713 0.00305986 0.00299802 0.00356293 0.00349577 0.0034705 0.00344458 0.00299268 0.00271701 0.00357714 0.00281216 0.00296246 0.00348478 0.00327057 0.00346889 0.00349258 0.00266165 0.00333754 0.00306881 0.00353238 0.00348126
internal_weight=0 673 2448 228 445 2351 334 97 477 1874 238 184 1798 314 436 144 84 111 1484 96 164 413 54 361 117 85 59 63 255 335
internal_count=3121 673 2448 228 445 2351 334 97 477 1874 238 184 1798 314 436 144 84 111 1484 96 164 413 54 361 117 85 59 63 255 335
is_linear=0
shrinkage=0.00196078


Tree=7527
num_leaves=31
num_cat=0
split_feature=1 3 12 44 3 484 1 2 2 12 1 42 13 0 47 3 0 0 34 2 150 4 31 15 48 52 1456 132 43 4
split_gain=0.639191 0.0902658 0.0895442 0.0716474 0.0605175 0.0547843 0.0544105 0.0488413 0.0452432 0.044934 0.0440163 0.0331709 0.0327592 0.0327472 0.0433631 0.0325421 0.0508819 0.0311616 0.0292053 0.0318129 0.0449651 0.0364123 0.0307948 0.026292 0.0261734 0.0256067 0.0305851 0.029712 0.0405458 0.0246165
threshold=0.10920500000000001 -0.059315 0.078300000000000008 1.0000000180025095e-35 0.12178000000000001 -0.0068949999999999992 0.08864000000000001 0.31358000000000003 0.11411 0.08815000000000002 0.090475000000000014 0.09112000000000002 -0.14819499999999997 -0.036484999999999997 0.090280000000000013 -0.0063699999999999989 -0.21861499999999998 -0.067094999999999988 -0.021334999999999996 0.11548000000000001 0.085395000000000013 -0.15764999999999998 -0.077289999999999984 -0.41942499999999994 0.016865000000000002 0.10611000000000001 -0.089834999999999984 0.10833500000000001 -0.11720999999999999 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 -7 18 13 10 12 15 -4 14 -2 17 24 -8 22 20 -20 -21 -3 -10 -17 26 -14 28 -28 -11
right_child=1 7 9 -5 -6 6 11 -9 23 29 -12 -13 25 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011928423202763765 0.013153498033061622 0.0052441633172412893 0.013835565962137714 0.013236958527102553 0.0027300769498106096 0.009360002153006924 0.0072972546728560699 0.00099062411528494615 0.0082582889021270822 0.0097893688297919779 0.0058986347191967072 0.0030423421948216857 0.0074775192387668155 0.0060677898635801211 0.0083260808320601981 0.0039873764371602905 0.010433432224632826 0.0031768573062687087 0.0084208800227611093 0.0088077832013368617 0.0032946414229544727 0.0045667934405910866 0.00072511251457035549 0.004239527800222632 0.0086339679292657175 0.008870822301555779 0.014380919696255165 0.0070519466255791492 0.0107852061580488 0.0086013544355040099
leaf_weight=39 30 38 31 29 20 162 50 27 27 1054 20 20 28 26 49 27 59 29 77 23 22 169 25 41 22 84 33 20 631 209
leaf_count=39 30 38 31 29 20 162 50 27 27 1054 20 20 28 26 49 27 59 29 77 23 22 169 25 41 22 84 33 20 631 209
internal_value=0 0.00595045 0.00969582 0.00842674 0.00810081 0.00836408 0.00798737 0.00509031 0.00784474 0.00997069 0.0105342 0.00691313 0.0106463 0.00914615 0.0101593 0.00732712 0.00845536 0.0057847 0.005403 0.00582563 0.00728172 0.00507483 0.00345089 0.00583521 0.0060736 0.0105221 0.0107169 0.0108495 0.0109639 0.00959278
internal_weight=0 554 2567 457 428 408 369 381 173 2110 847 207 827 105 79 187 108 79 354 291 99 192 63 68 49 796 712 684 664 1263
internal_count=3121 554 2567 457 428 408 369 381 173 2110 847 207 827 105 79 187 108 79 354 291 99 192 63 68 49 796 712 684 664 1263
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 2 4 1 2 150 2 131 15 12 4 16 47 4 4 3 157 51 1 4
split_gain=8.47703 1.34711 0.884037 0.756729 0.486502 0.424171 0.279617 0.264102 0.215535 0.208496 0.197044 0.187382 0.158561 0.142885 0.126377 0.120786 0.113952 0.0868719 0.126154 0.080771 0.0914211 0.0844901 0.0800126 0.0785194 0.0726487 0.0645258 0.0624196 0.0622402 0.0711346 0.0619085
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.082750000000000004 -0.41942499999999994 0.09141500000000001 -0.51843499999999987 0.19444000000000003 0.090100000000000013 0.038415000000000012 0.015030000000000002 -0.017889999999999996 -0.0021849999999999994 -0.085989999999999997 0.11669000000000002 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 7 11 13 -6 -5 15 12 -4 19 16 23 -15 18 -13 20 -1 26 27 -7 -20 -14 -21 -3 -29 -2
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 17 25 14 -16 -17 -18 -19 24 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0007557022048296563 0.00064433436502939927 0.00022355694279785197 0.00036657544146977876 0.00054819668210336113 0.00056080815748297944 0.00059455757176826707 0.000404323956090205 0.0007303808172011263 0.00036698601564721147 0.00036220256837672784 0.00042255179393575098 0.00022260404813422634 0.00029089167195057417 0.0004573808210439034 0.00045837865986877194 0.00044335337025771436 0.000601071696789783 0.00026438218762860722 0.00013783831473476455 0.00050069700853497376 0.00062808780653327164 0.00050501387201103511 0.00042763430574981894 0.00053391802537502563 -1.17633577793005e-05 0.00018547362345978767 0.00061395195013691723 0.00035820178719937903 0.00026389398910051776 0.00052236663360221715
leaf_weight=22 48 22 39 37 71 251 34 79 32 62 41 29 33 23 31 29 274 20 24 20 1138 35 32 122 26 69 290 123 41 24
leaf_count=22 48 22 39 37 71 251 34 79 32 62 41 29 33 23 31 29 274 20 24 20 1138 35 32 122 26 69 290 123 41 24
internal_value=0 0.000350364 0.000319711 0.00059965 0.000389539 0.00060671 0.000237905 0.000619377 0.000500592 0.000431716 0.00055204 0.000214329 0.000260238 0.000614592 0.00057751 0.000565247 0.000589944 0.000148944 0.000119719 0.000622674 0.000630508 0.000596335 0.000337069 0.000574724 6.00454e-05 0.000219579 0.000606645 0.000321488 0.000334625 0.000603678
internal_weight=0 667 595 2454 321 2355 274 1912 103 99 443 240 141 1833 328 402 297 99 79 1505 1160 345 218 373 50 102 310 186 164 72
internal_count=3121 667 595 2454 321 2355 274 1912 103 99 443 240 141 1833 328 402 297 99 79 1505 1160 345 218 373 50 102 310 186 164 72
is_linear=0
shrinkage=0.00196078


Tree=7529
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 14 2 4 2 15 1 49 1 13 0 15 4 3 3 14 1 15 1 1 50 1213 16 47
split_gain=31.2464 5.18142 2.53982 2.30433 1.66624 1.49099 1.36827 1.00025 0.952248 0.861712 0.931662 0.656001 0.645141 0.395608 0.388519 0.362084 0.403027 0.389186 0.501232 0.314592 0.293715 0.288314 0.282429 0.274521 0.272944 0.266646 0.200942 0.173918 0.16481 0.151169
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.024640000000000006 0.092845000000000025 -0.054984999999999992 0.16175000000000003 -0.077799999999999994 -0.057069999999999989 -0.12255999999999999 -0.27825499999999997 0.090900000000000009 -0.12711499999999995 0.096015000000000017 0.12000500000000001 0.09006500000000002 0.13436000000000001 0.13075500000000004 0.041865000000000006 -1.0000000180025095e-35 -0.008904999999999998 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 8 6 7 11 22 -10 -11 15 -4 -2 26 16 27 -17 -19 20 -20 -9 -3 28 -12 -5 -6 -1 -13 -15
right_child=1 4 12 25 14 -7 -8 21 9 10 24 23 -14 29 -16 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009678275157243778 0.0007672271523735813 0.0005509586831907821 0.00098179100001370028 0.00066417670924386952 0.0002793406564208537 0.00075988718415032216 0.00064331727418926799 0.0013942819303042326 0.0010140788905760821 0.0009097022227212494 0.00056481086707304564 0.0011623891202666671 0.00065258590212347457 0.0011153700861050162 4.0612061595827705e-05 0.0011619214874600543 0.00088639912510982155 0.0011379183265027455 0.00082564798592334133 0.00079737742291459066 0.0010216500919087033 0.0011405930785900529 0.00032150883499983379 0.0011073967053147576 0.00033238748961697713 0.00041963336920803961 0.00048619278593390594 0.0011324542246903212 0.0012961903613894963 0.00097671612012659691
leaf_weight=26 23 30 37 60 65 48 24 61 20 30 166 516 60 62 21 89 29 113 32 30 361 24 66 477 22 24 25 483 38 59
leaf_count=26 23 30 37 60 65 48 24 61 20 30 166 516 60 62 21 89 29 113 32 30 361 24 66 477 22 24 25 483 38 59
internal_value=0 0.000612042 0.00108909 0.0008524 0.000488892 0.00110192 0.00110905 0.00111395 0.00055806 0.000624554 0.000588817 0.00110587 0.000778159 0.00100295 0.000280764 0.00107394 0.00111124 0.00104185 0.00102191 0.000990917 0.00100569 0.00132265 0.000393212 0.00114188 0.000537612 0.000594307 0.0003368 0.00112405 0.00117157 0.00104776
internal_weight=0 673 2448 228 445 2351 2303 2279 334 238 218 2194 97 144 111 1163 538 625 536 423 393 85 96 1031 188 84 90 509 554 121
internal_count=3121 673 2448 228 445 2351 2303 2279 334 238 218 2194 97 144 111 1163 538 625 536 423 393 85 96 1031 188 84 90 509 554 121
is_linear=0
shrinkage=0.00196078


Tree=7530
num_leaves=31
num_cat=0
split_feature=1 12 3 44 4 474 1 1 2 12 1 47 16 43 0 47 48 13 42 16 1 49 133 0 16 41 16 2 2 159
split_gain=0.703965 0.0977961 0.0966814 0.067915 0.0639392 0.0723363 0.0784325 0.049789 0.0475127 0.0441013 0.0381527 0.035094 0.0532124 0.0349199 0.032237 0.036306 0.0313283 0.0306245 0.0291728 0.0280431 0.0277293 0.027425 0.0275947 0.0254725 0.0472917 0.025327 0.0250458 0.0238769 0.0349956 0.0271661
threshold=0.10920500000000001 0.078300000000000008 -0.059315 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.15799000000000005 0.11411 0.08815000000000002 0.089770000000000016 0.090100000000000013 -0.061854999999999993 -0.080324999999999994 -0.036484999999999997 0.090280000000000013 0.12118000000000002 -0.14819499999999997 0.11603500000000001 -0.040964999999999994 0.10658000000000002 0.12497000000000001 0.10051500000000001 -0.071924999999999989 -0.039889999999999988 0.08690500000000001 -0.36241499999999999 0.13913500000000004 0.11215000000000001 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 23 11 14 10 17 18 16 19 15 -2 -13 -3 27 -8 -15 -11 -23 24 26 -10 -6 28 29 -4
right_child=2 9 7 -5 5 -7 13 -9 25 21 -12 12 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010604721311958405 0.012988181229059896 0.013927787734616188 0.003355607136406682 0.013236657664950552 0.011117494199424982 0.0017720261495560406 0.010903763640671969 0.0017669943979055419 0.0045602273919243125 0.0098938409774096056 0.006953769384283358 0.0080346656873761853 0.010988697660370516 0.0032278776823659429 0.0061889256931093629 0.008571013465894348 0.0033753748844197445 0.010723647028819328 0.0013924424346028405 0.006371306033458474 0.0075846369727514684 0.009968393523659972 0.0055617550450066736 0.006515371935841229 0.012028983051462447 0.008737449793677245 0.0075030875896192999 0.0034416197540222447 0.0072073556580013742 0.0073465272217341088
leaf_weight=90 30 31 66 29 26 20 20 41 47 1206 26 27 26 48 26 49 31 790 22 43 21 27 30 28 59 21 73 58 87 23
leaf_count=90 30 31 66 29 26 20 20 41 47 1206 26 27 26 48 26 49 31 790 22 43 21 27 30 28 59 21 73 58 87 23
internal_value=0 0.00987967 0.00594911 0.00855341 0.00823608 0.00760538 0.00797226 0.00505893 0.00790956 0.0101669 0.0107252 0.0054559 0.00722951 0.00610801 0.00924321 0.0102484 0.00554436 0.0108446 0.00487394 0.00781018 0.00455385 0.00979253 0.00764911 0.00929527 0.00978791 0.00585025 0.00845233 0.00520126 0.00578114 0.00438697
internal_weight=0 2567 554 457 428 338 318 381 173 2110 847 340 84 132 105 79 58 821 256 63 69 1263 57 186 158 68 99 234 176 89
internal_count=3121 2567 554 457 428 338 318 381 173 2110 847 340 84 132 105 79 58 821 256 63 69 1263 57 186 158 68 99 234 176 89
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=31
num_cat=0
split_feature=1 4 12 155 15 3 43 150 150 0 2 4 0 15 1 0 3 12 16 484 1 13 4 13 3 401 49 2 4 4
split_gain=0.570211 0.0813288 0.0792148 0.0570944 0.0568552 0.0551659 0.0597056 0.0526485 0.0441717 0.0560328 0.0421508 0.0407736 0.0372638 0.0358385 0.0434139 0.0278884 0.0351805 0.0360709 0.0295097 0.0321742 0.0347543 0.028035 0.0273342 0.0260741 0.036505 0.0320272 0.0254934 0.0252679 0.0366939 0.0270846
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.10158500000000002 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.10980500000000001 0.084680000000000019 -0.026509999999999995 0.25063000000000007 0.053180000000000012 -0.13843999999999998 -1.0000000180025095e-35 0.09253500000000002 -0.086074999999999985 -0.045649999999999989 0.13597000000000004 -0.070454999999999976 -0.081614999999999979 0.088485000000000022 -0.11122999999999998 0.056795000000000005 0.10820000000000002 -0.12018999999999998 0.085900000000000018 0.036705000000000008 0.092120000000000021 -0.0016099999999999997 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 6 13 27 9 12 23 15 -2 14 -1 18 17 -17 19 -4 -21 -20 -13 24 -3 -26 -16 28 -8 -29
right_child=1 10 11 -5 -6 -7 7 -9 -10 -11 -12 22 -14 -15 26 16 -18 -19 21 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.010564380762904573 0.0045705632828497173 0.0078943646064384247 0.014056758287673197 0.011446439826183699 0.010810876272332209 0.002842438762756781 0.0080125442322562714 0.0037635593045879864 0.0042060644713655853 0.0028363870741385556 0.00013003939723906419 0.0046494451390058011 0.0085649237787038153 0.0030061538323934659 0.0067715340332748994 0.0091824385861701951 0.0048832993581891066 0.0050972331304695801 0.012734462190419436 0.010544238186001476 0.0062245633453130722 0.0088491360831540085 0.008273333361554152 0.0016402795295497137 0.0047829340380470455 0.00055106525309383864 0.0027232495424825524 0.010150567853291121 0.011595852033306774 0.0067435631748022778
leaf_weight=24 29 34 24 22 52 26 51 21 81 27 24 23 120 32 60 1231 20 22 20 271 20 260 219 28 169 20 21 35 65 70
leaf_count=24 29 34 24 22 52 26 51 21 81 27 24 23 120 32 60 1231 20 22 20 271 20 260 219 28 169 20 21 35 65 70
internal_value=0 0.0053542 0.0088917 0.00655711 0.00769806 0.00729839 0.00760408 0.00854845 0.00613856 0.00702795 0.0041338 0.00915023 0.0077875 0.00593593 0.00682881 0.00930845 0.00904429 0.00911071 0.00987362 0.0105376 0.0102474 0.00912666 0.00792891 0.00451663 0.00487778 0.00433512 0.00572198 0.00900312 0.0100204 0.00787923
internal_weight=0 554 2567 279 457 405 379 242 257 176 275 2110 149 137 105 1868 1273 1253 595 315 291 280 242 251 223 189 81 221 116 105
internal_count=3121 554 2567 279 457 405 379 242 257 176 275 2110 149 137 105 1868 1273 1253 595 315 291 280 242 251 223 189 81 221 116 105
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 1 12 3 47 43 150 11 4 2 4 1 0 0 2 2 0 14 1446 3 16 131 2 4 12 0
split_gain=12.2677 1.93542 1.19954 1.04138 0.670965 0.524751 0.481468 0.449835 0.341781 0.303244 0.270571 0.230967 0.226071 0.222079 0.218535 0.201719 0.199096 0.187246 0.121228 0.120653 0.139703 0.115071 0.108295 0.12468 0.111449 0.106068 0.180221 0.105821 0.156341 0.0912044
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.092550000000000007 -0.022174999999999997 0.13082500000000002 -0.011694999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.053180000000000012 0.14285500000000004 0.27834500000000006 0.086105000000000015 0.14486500000000005 -0.23194499999999998 0.11389000000000002 0.089005000000000015 -0.11437499999999999 -0.41790499999999997 0.099545000000000008 -0.13927999999999999 0.064860000000000015 0.082750000000000004 0.31358000000000003 -0.064054999999999987 -1.0000000180025095e-35 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 17 11 29 13 -7 -11 19 16 14 -4 -13 22 -1 27 -5 -21 -16 23 -8 -25 26 -15 -19 -29 -3
right_child=1 2 8 6 -6 9 12 -9 -10 10 -12 15 -14 25 21 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00084798690097642249 0.00071243925417611195 0.00069659510465449768 0.00041885634688690934 0.00074454983121084294 0.00037976260650310611 0.0004337144154567985 0.00079820783997168671 0.00038795032586347631 0.00044649798798394077 0.0006580362602657821 0.00044431704377262469 0.00089507730872890744 0.0005987938067394924 0.00019509061807614894 0.00037187278665412951 0.00068428769366803512 0.00052517042361862882 0.00073216410544861034 0.00051630542654436287 0.00055629087952909124 0.00071208247726125239 0.00021174894937989758 0.00056237810466135921 0.00071045470771942019 0.00063558149162771605 0.00030041378530144103 -2.028900271683347e-05 0.00068463002795513851 0.00050213015122060997 0.00055481130720803104
leaf_weight=22 69 53 39 959 205 73 51 37 37 79 32 64 117 59 22 24 26 69 21 24 284 80 21 409 94 20 20 59 26 26
leaf_count=22 69 53 39 959 205 73 51 37 37 79 32 64 117 59 22 24 26 69 21 24 284 80 21 409 94 20 20 59 26 26
internal_value=0 0.000401497 0.000365619 0.000701384 0.000447197 0.000607166 0.0007187 0.000566369 0.000271082 0.00053187 0.000596424 0.000740453 0.00067765 0.000244039 0.000294018 0.000837589 0.000693001 0.000677492 0.000656059 0.000733706 0.000699943 0.000246285 0.00070059 0.000705829 0.000696462 0.000172857 0.000140564 0.000675116 0.000628807 0.000649932
internal_weight=0 667 598 2454 321 381 2073 116 277 184 111 1355 718 240 141 88 601 197 175 1267 308 102 575 554 503 99 79 154 85 79
internal_count=3121 667 598 2454 321 381 2073 116 277 184 111 1355 718 240 141 88 601 197 175 1267 308 102 575 554 503 99 79 154 85 79
is_linear=0
shrinkage=0.00196078


Tree=7533
num_leaves=31
num_cat=0
split_feature=1 3 12 39 44 4 474 1 393 13 4 156 12 11 15 51 16 12 51 43 2 131 13 43 12 43 15 51 3 133
split_gain=0.52922 0.0787063 0.0736205 0.0641496 0.0552004 0.0505033 0.0565724 0.0573581 0.0457396 0.0464929 0.0379661 0.0362893 0.0333859 0.0365071 0.0394565 0.052559 0.0348346 0.0322513 0.0307225 0.0304066 0.0358128 0.0395742 0.0293773 0.0287333 0.0335816 0.0280073 0.0271042 0.0277738 0.0269095 0.026587
threshold=0.10920500000000001 0.31370500000000007 0.078300000000000008 0.087735000000000021 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.084355000000000013 -0.11122999999999998 0.40124500000000002 0.10339000000000002 0.11734000000000001 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 0.0057500000000000008 -0.42850999999999995 -0.047599999999999996 -0.0019149999999999998 0.084415000000000004 0.090385000000000007 -0.077799999999999994 0.0016850000000000001 0.084100000000000022 -0.080324999999999994 -0.026084999999999994 0.11984500000000002 -1.0000000180025095e-35 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 -1 7 -7 9 -2 12 22 13 16 15 18 23 -3 -15 20 21 -18 -11 -4 -25 -9 27 -24 -27 -22
right_child=1 17 10 -5 -6 6 -8 25 -10 11 -12 -13 -14 14 -16 -17 19 -19 -20 -21 29 -23 26 24 -26 28 -28 -29 -30 -31
leaf_value=0.0091383794459721276 0.0041821498581963894 0.0050132196077278682 0.009163264255331675 0.0039952912628146448 0.011541520714245995 0.007928578876164211 0.0013140111323446035 0.0067273601002636411 0.0019995876255312138 0.010031002136663749 0.0043830444477498528 0.010384907237150603 0.0068430598365911022 0.0087713418371633319 0.012535897792615699 0.0045756954792886976 0.0023919706325978042 0.0012677823435758423 0.012834683557351432 0.0052915903229621203 0.0098855061968948707 0.007720217869222246 0.006225990828157963 0.0041419387899804859 0.0083664888479825957 0.00082543467593452428 0.0035183249218216925 0.009729371955297118 0.0051173116822610613 0.0077526065263396407
leaf_weight=90 53 35 1170 157 29 186 20 63 21 26 20 36 87 49 53 20 20 67 30 42 109 46 103 20 318 21 27 29 48 126
leaf_count=90 53 35 1170 157 29 186 20 63 21 26 20 36 87 49 53 20 20 67 30 42 109 46 103 20 318 21 27 29 48 126
internal_value=0 0.00506209 0.00847007 0.0056283 0.00731935 0.00703327 0.00647274 0.00679718 0.0064974 0.00684212 0.0087193 0.00748003 0.0087608 0.00884409 0.0103339 0.00915505 0.00872175 0.00255298 0.0103144 0.00781214 0.00816385 0.0061056 0.00691475 0.00892865 0.00811652 0.00520295 0.00640518 0.00699567 0.00381109 0.00874191
internal_weight=0 554 2567 452 457 428 338 318 295 274 2110 221 2090 2003 152 99 1851 102 79 343 301 66 185 1508 338 132 159 132 69 235
internal_count=3121 554 2567 452 457 428 338 318 295 274 2110 221 2090 2003 152 99 1851 102 79 343 301 66 185 1508 338 132 159 132 69 235
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 10 0 3 3 4 3 13 13 13 151 4 149 0 3 1428 48 472 43 13 49 2 43 1429 1208 0 3
split_gain=0.432589 0.110794 0.0566819 0.0688816 0.0539452 0.0441606 0.0417722 0.0477116 0.0411092 0.0383487 0.0431192 0.0336962 0.0423529 0.034248 0.0313434 0.0285384 0.0278772 0.039724 0.0348118 0.0342848 0.0336605 0.0279143 0.042024 0.0319802 0.0368758 0.0347603 0.0566784 0.0319242 0.0317686 0.0309127
threshold=0.11829500000000003 0.078300000000000008 -0.096099999999999977 -0.078139999999999973 -0.079859999999999987 -0.05208999999999999 0.12178000000000001 -0.14847999999999997 0.042705000000000007 -0.05647499999999999 0.05868000000000001 0.23855500000000004 -0.0093149999999999986 -0.059889999999999992 -0.062539999999999984 0.079625000000000015 -0.076579999999999995 -0.059315 0.08653000000000001 0.092475000000000016 -1.0000000180025095e-35 -0.52440999999999993 0.038215000000000006 -0.008964999999999999 0.090790000000000023 -0.083434999999999995 0.083985000000000018 1.0000000180025095e-35 -0.082724999999999979 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 -2 7 -5 15 10 -6 12 -4 -14 -11 16 17 21 19 -18 -20 -3 23 24 -23 26 28 29 -25 -27
right_child=4 8 3 6 9 -7 -8 -9 -10 14 -12 -13 13 -15 -16 -17 18 -19 20 -21 -22 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0018768351258976119 0.003119316854623749 0.011742691128026873 0.0056567922684916993 0.0036880020586842741 0.0079267200012859227 -0.002802565516903997 0.0047421608166977039 0.0080849782846063277 0.0067388974823176413 0.0070594569128006705 0.0028730264990590518 0.0077569476037751888 0.0044149002060294151 -0.00040994910107526399 0.0033128534153195181 0.011583301695910368 0.0073006356996869817 0.012508147121185349 0.0072930642039231641 0.003997623200035271 0.012764371796087784 0.0075137928864224103 0.0063602609888990776 0.0077432066046410238 0.0029657223017974981 0.011230885790040097 0.014203308239909044 0.012120013121748345 0.010503070040110064 0.007962673019499605
leaf_weight=28 34 21 80 27 52 20 56 287 298 25 25 32 31 28 209 22 415 21 23 34 22 118 130 91 21 30 24 20 77 820
leaf_count=28 34 21 80 27 52 20 56 287 298 25 25 32 31 28 209 22 415 21 23 34 22 118 130 91 21 30 24 20 77 820
internal_value=0 0.00750706 0.00626402 0.00649108 0.00384354 0.000926027 0.00725818 0.00770689 0.00783047 0.00435012 0.00628591 0.00483128 0.00415775 0.00212514 0.00371313 0.00800267 0.00796048 0.00819226 0.00731627 0.00705052 0.00996793 0.00812523 0.00806815 0.00825302 0.00682667 0.0084397 0.00965754 0.00817094 0.00900814 0.00807802
internal_weight=0 2756 569 541 365 54 370 314 2187 311 77 171 139 59 234 1889 1867 1373 494 449 45 1352 1331 1201 139 1062 192 870 168 850
internal_count=3121 2756 569 541 365 54 370 314 2187 311 77 171 139 59 234 1889 1867 1373 494 449 45 1352 1331 1201 139 1062 192 870 168 850
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=31
num_cat=0
split_feature=1 12 51 483 1 4 44 1 1375 3 16 43 13 2 39 43 52 3 3 2 42 1208 1213 4 15 3 15 42 3 0
split_gain=0.352088 0.0807951 0.050703 0.0506831 0.0432527 0.0422859 0.0414782 0.0382704 0.0295201 0.0291056 0.0369473 0.0335983 0.0385322 0.0267366 0.0304922 0.0316682 0.0332788 0.0265437 0.0348522 0.03276 0.029133 0.0351245 0.0345905 0.0260727 0.0248413 0.0238928 0.0326942 0.0400485 0.0290278 0.0298292
threshold=0.11690500000000002 0.078300000000000008 -0.40274499999999996 -0.070084999999999981 0.16773500000000005 0.40124500000000002 1.0000000180025095e-35 0.08864000000000001 -0.096099999999999977 -0.0063699999999999989 -0.070454999999999976 -0.11720999999999999 -0.0093149999999999986 0.081685000000000021 0.10076500000000001 0.016310000000000002 0.048770000000000008 -0.13309499999999996 -0.12018999999999998 0.081685000000000021 0.11457500000000002 0.099975000000000008 -0.0043299999999999996 -0.15464999999999998 0.091475000000000015 -0.049509999999999992 -0.56020999999999987 0.11159000000000001 0.30112000000000005 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 23 17 7 13 -9 11 -11 -10 -13 -5 15 16 -15 19 -19 -3 -20 22 -22 -4 -24 -25 -27 28 29 -28
right_child=2 5 4 6 -6 -7 -8 8 9 10 -12 12 -14 14 -16 -17 -18 18 20 -21 21 -23 24 25 -26 26 27 -29 -30 -31
leaf_value=0.01019642105869328 0.0077363430671135176 0.011459712204695853 0.0063308054284425463 0.0030125687504187226 -0.0011605580991488837 0.0035487683284479905 0.0094763505784794689 0.0010309656294772314 0.007172915765904295 0.0045103549752732583 0.0073938451511295217 0.0052530067983926057 0.0012900271381930276 0.0072089529217919338 0.0040643336792146002 0.0041775811261133009 0.01116310444114537 0.0029417408896344052 0.0071522543888072722 0.0076973245658819786 0.0075555916618802316 0.0084039589616696584 0.0054779033686610914 0.0046502893229935791 0.0020176335976163791 0.0063584098883438861 0.0061688274623373073 -0.0012111376588498908 0.0011911587304292391 0.0026752794835677683
leaf_weight=24 27 27 30 20 21 34 25 21 23 107 76 42 59 80 31 23 29 21 1774 162 34 37 42 87 41 22 37 28 65 72
leaf_count=24 27 27 30 20 21 34 25 21 23 107 76 42 59 80 31 23 29 21 1774 162 34 37 42 87 41 22 37 28 65 72
internal_value=0 0.00677154 0.00355597 0.00570054 0.00324418 0.00704767 0.00549924 0.00530466 0.00465825 0.00490637 0.00570787 0.00372351 0.002938 0.00646326 0.00688666 0.00754947 0.00826097 0.00710331 0.00699359 0.00823481 0.00703772 0.00571839 0.0048691 0.00351544 0.00376861 0.00324386 0.00269761 0.00229891 0.00286375 0.00386116
internal_weight=0 2732 389 560 362 2172 536 511 328 307 183 124 101 183 163 132 109 2138 1949 189 1928 154 117 341 83 311 224 202 174 109
internal_count=3121 2732 389 560 362 2172 536 511 328 307 183 124 101 183 163 132 109 2138 1949 189 1928 154 117 341 83 311 224 202 174 109
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 2 159 2 43 14 49 150 3 2 2 2 47 1 12 11 3 13 3 2 43 147 12 47 43
split_gain=12.4372 1.47144 1.35336 1.10892 0.697954 0.521356 0.504102 0.373455 0.314328 0.269882 0.262613 0.24875 0.23955 0.212178 0.191552 0.162796 0.15137 0.149022 0.138949 0.138063 0.211698 0.131433 0.091683 0.127594 0.0908785 0.0907589 0.0900553 0.081095 0.0786462 0.0779601
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.10124500000000002 0.13075500000000004 0.097070000000000004 0.078675000000000009 0.11362000000000001 -0.066504999999999995 0.076175000000000007 -0.017229999999999999 0.09487000000000001 -0.22605499999999998 0.081135000000000013 0.13501500000000002 0.14285500000000004 0.10670500000000001 0.15471500000000002 0.087695000000000009 0.076160000000000019 0.095270000000000007 -0.064619999999999983 -0.10217499999999997 0.090545000000000014 -0.083134999999999987 0.088610000000000008 -0.083994999999999986 0.091680000000000011 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 8 26 10 16 9 14 19 -2 24 -8 -1 22 17 29 -7 -4 -21 25 -15 -24 -11 -6 -3 -16 -13 -5
right_child=1 5 6 7 21 18 13 -9 -10 12 -12 28 -14 15 27 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038130910994083273 0.00042408344020195698 0.00038177179269566322 0.00073987646931201697 0.00031985079221354395 0.00043608835264414295 0.00022398940482303725 0.00076314599177583584 0.00025048525085822883 0.00044138279756304917 0.00074180329183691008 0.00085854268941917367 0.00072750065751025399 0.00047747744229056086 0.00068018797697303379 0.00054079920345661691 0.00051036303281531362 0.00027856116856484874 0.00056300803901718004 8.3033423714277114e-05 0.00070794889003589179 0.00050871763030548836 0.00052468764865859897 0.00048979531740418563 0.00063764259552325658 0.00065915527127060052 0.00027050878049111833 0.00024184796595676383 0.00069753081403314116 0.00061281630273710109 0.00045823248050506335
leaf_weight=20 21 112 712 24 35 116 56 63 31 107 54 39 20 169 30 37 20 38 35 870 21 39 26 164 98 20 21 22 56 45
leaf_count=20 21 112 712 24 35 116 56 63 31 107 54 39 20 169 30 37 20 38 35 870 21 39 26 164 98 20 21 22 56 45
internal_value=0 0.000371805 0.000687936 0.00046614 0.000586575 0.000270163 0.000708218 0.00037391 0.000629263 0.000648874 0.000724051 0.000617207 0.00068231 0.000650176 0.000544387 0.0006342 0.000435137 0.000464404 0.000191317 0.00071952 0.000703253 0.000437618 0.000646963 0.000617411 0.000702294 0.000375878 0.000359679 0.000607109 0.000659897 0.0004101
internal_weight=0 590 2531 306 422 284 2109 190 328 297 1657 116 225 452 72 396 127 107 151 1603 891 94 359 190 205 55 133 52 95 69
internal_count=3121 590 2531 306 422 284 2109 190 328 297 1657 116 225 452 72 396 127 107 151 1603 891 94 359 190 205 55 133 52 95 69
is_linear=0
shrinkage=0.00196078


Tree=7537
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 43 151 147 376 2 2 15 52 4 457 149 16 4 15 4 42 42 16 160 4 151 1427 16 52 133
split_gain=0.341474 0.0570573 0.0465674 0.0432209 0.0428436 0.0399016 0.0423472 0.0600453 0.0352604 0.043074 0.0339994 0.028634 0.0330825 0.0274478 0.0270737 0.0261013 0.024595 0.0313667 0.0234674 0.0213935 0.020572 0.03347 0.0334428 0.024753 0.0318448 0.0201656 0.0231914 0.0338404 0.0442688 0.0267234
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.035560000000000008 0.11924500000000002 -0.074359999999999996 -0.090064999999999992 0.08598500000000002 0.080200000000000007 0.10981000000000002 0.25063000000000007 -1.0000000180025095e-35 -0.088614999999999985 0.053180000000000012 0.083570000000000019 0.07770500000000001 -0.087874999999999981 -0.062539999999999984 -0.026084999999999994 0.056795000000000005 0.089625000000000024 0.089015000000000025 -0.11118499999999999 -0.55248999999999981 -0.51253999999999988 0.095500000000000015 1.0000000180025095e-35 0.042200000000000008 -0.51296999999999993 0.092845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 11 -7 14 9 -2 15 12 -1 20 -8 -3 -11 -18 -19 -15 21 23 -22 -4 -25 26 27 -26 -29 -30
right_child=1 10 13 -5 -6 6 7 -9 -10 16 -12 -13 -14 19 -16 -17 17 18 -20 -21 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0087719737482257181 0.0067466321479560448 0.0029405663497710406 0.0040062396799912681 0.0084713801714734957 0.001481997723189684 0.010857526689942462 0.0070058279957990292 0.00082659205421805378 0.0021537779979646592 0.0069334032799815764 -0.00068302760676791272 0.0016957713436568157 0.0042516544915954862 0.0029674115590751175 0.003490279404446483 0.0065466767346317126 0.0059208947419392647 0.0034089542332698002 -0.00065410593635446975 0.0061734019145295114 0.010276488587260248 0.010213371469742723 0.0062913934924385163 0.010459515995121208 0.0073078758682166125 0.0041740051227743217 0.0095622615984235059 0.0071699417601429078 0.0027909291919463106 0.0068612700955861293
leaf_weight=20 119 229 25 52 26 20 177 20 39 24 24 32 85 23 25 22 32 44 21 219 22 36 492 29 1021 23 39 104 54 23
leaf_count=20 119 229 25 52 26 20 177 20 39 24 24 32 85 23 25 22 32 44 21 219 22 36 492 29 1021 23 39 104 54 23
internal_value=0 0.00393502 0.00667254 0.00575735 0.00540888 0.00567827 0.00645029 0.00605324 0.00494256 0.00539574 0.00291281 0.00431456 0.00511267 0.00687076 0.00657074 0.00325664 0.00406717 0.003358 0.00209627 0.0058687 0.00700058 0.00720504 0.00646196 0.00712287 0.00718313 0.00710796 0.00716234 0.00708447 0.00582427 0.00400675
internal_weight=0 554 2567 457 405 379 242 222 279 240 275 137 105 2110 202 251 121 97 65 242 1868 1354 514 1318 1293 1264 1241 1202 181 77
internal_count=3121 554 2567 457 405 379 242 222 279 240 275 137 105 2110 202 251 121 97 65 242 1868 1354 514 1318 1293 1264 1241 1202 181 77
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=31
num_cat=0
split_feature=1 2 9 44 10 0 0 4 2 147 52 34 2 10 1446 14 49 151 13 97 41 41 376 0 52 4 1444 1 0 16
split_gain=0.280719 0.0716698 0.0407246 0.0379745 0.0377399 0.0396533 0.0374549 0.0413409 0.0370824 0.0340433 0.0392975 0.032556 0.032851 0.0374839 0.0298961 0.0293015 0.0285223 0.0310602 0.0276551 0.0256385 0.0251447 0.0302601 0.023625 0.0325002 0.0283367 0.0426171 0.0247377 0.0246512 0.052206 0.0322429
threshold=0.11829500000000003 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.079859999999999987 -0.05208999999999999 -0.13843999999999998 0.42642000000000008 0.15361500000000003 0.089365000000000014 -0.087769999999999987 -0.038779999999999995 0.11870500000000002 0.094860000000000014 0.10734500000000001 0.054835000000000009 -0.088694999999999982 0.015440000000000001 -0.14179999999999995 -0.079444999999999988 0.089785000000000018 0.07831500000000001 0.081970000000000015 0.11070500000000001 0.11277500000000001 -0.081714999999999996 -0.050539999999999995 0.080270000000000022 -0.13027499999999997 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -2 7 16 14 15 -11 19 13 -13 18 20 -3 -18 -8 -6 21 22 23 24 27 -26 -27 -4 -29 -30
right_child=4 6 3 -5 11 -7 8 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0030821848957424576 0.0025999855606214091 0.0066283124918118125 0.0066309274457492795 0.010601344506721944 0.0030688227804300068 -0.0030115563701838257 0.0027445465617347512 0.0078653790921505012 0.0014292364178056067 0.0064684609929099683 0.00019969064276665453 0.0065254811231262883 0.0029562829697460553 0.0022408640219886175 0.0018418812518939379 0.0080860617877861352 0.003245229611419282 -0.0010513173951767385 0.0059868549996044962 -0.0017790549335768447 0.0029825685972658298 0.010014704134248729 0.0034138299726570649 0.009753310178908018 0.00080043814610689882 0.0088003543967550453 0.0052862711426444426 0.0028370734243826183 0.007729660043949072 0.0056653776802617012
leaf_weight=41 34 20 1046 20 24 20 28 21 22 20 20 69 169 29 20 86 106 20 435 20 24 21 30 26 20 22 224 54 98 332
leaf_count=41 34 20 1046 20 24 20 28 21 22 20 20 69 169 29 20 86 106 20 435 20 24 21 30 26 20 22 224 54 98 332
internal_value=0 0.00591309 0.00620267 0.00626529 0.0029619 0.000521637 0.00501506 0.00371681 0.00544438 0.00622242 0.00333408 0.00338561 0.00380096 0.00525758 0.00562726 0.00628068 0.0031201 0.00256324 0.00579078 0.000865242 0.00619884 0.00624005 0.00619725 0.00624308 0.00619226 0.00523963 0.00560054 0.00635789 0.0057678 0.00613584
internal_weight=0 2756 2084 2043 365 54 672 167 505 2023 40 311 267 98 483 1983 146 126 463 44 1897 1873 1852 1822 1796 266 246 1530 484 430
internal_count=3121 2756 2084 2043 365 54 672 167 505 2023 40 311 267 98 483 1983 146 126 463 44 1897 1873 1852 1822 1796 266 246 1530 484 430
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 14 1 2 49 1 1 1 1 157 1 50 16 50 14 51 0 52 0 159 457
split_gain=16.7482 2.67863 1.36185 1.21864 0.941265 0.920287 0.717937 0.652332 0.531128 0.560457 0.522258 0.412493 0.392646 0.258465 0.21271 0.200347 0.193196 0.183914 0.143314 0.124354 0.12417 0.12314 0.115229 0.114225 0.113743 0.10861 0.103025 0.102215 0.102436 0.102208
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.09253500000000002 0.092235000000000025 -0.054984999999999992 0.11654500000000001 0.089625000000000024 0.16175000000000003 0.13075500000000004 -0.41266499999999995 0.12000500000000001 0.089465000000000017 -0.082179999999999989 0.041865000000000006 0.096015000000000017 0.11144500000000002 -0.026509999999999995 0.31359500000000001 0.18019500000000002 0.0089800000000000019 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 7 6 19 10 -8 -10 12 -4 15 -2 -11 24 22 -5 -14 -3 21 -17 -7 -12 -1 -6 -26 28 29 -20
right_child=1 5 11 17 25 16 8 -9 9 14 23 -13 18 -15 -16 20 -18 -19 27 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00084611875492801179 0.00054342592101725166 0.00037605226295543654 0.00074728755377052565 0.0004948126601992674 0.00063994590744190249 0.0002044389209728323 0.00071615229147711616 0.00049439847615419653 0.00074913083776539447 0.00045760933509535738 0.0010152497333907038 0.00047930030668443636 0.00090974940086555609 0.00077018028206965114 0.00032292002288539424 0.00063690289416733908 3.9088167163198176e-05 0.00029171955341083649 0.0007687162378088385 0.00022380035562884554 0.00083143591588618715 0.00077542030167253415 0.00036107980794108967 0.00085557048434233354 0.00083928956704981184 0.00045275388350134339 0.00064026709134672199 0.00063088069359461458 0.00082988124018098521 0.00064704812063994693
leaf_weight=1164 23 30 34 60 22 65 30 24 20 113 61 63 29 121 75 30 21 24 511 66 130 139 25 24 20 26 20 20 103 28
leaf_count=1164 23 30 34 60 22 65 30 24 20 113 61 63 29 121 75 30 21 24 511 66 130 139 25 24 20 26 20 20 103 28
internal_value=0 0.000451657 0.000800917 0.000624476 0.00081031 0.000363112 0.000414516 0.000815975 0.000472252 0.000437074 0.000819361 0.000573234 0.000813519 0.000733963 0.000403877 0.000831304 0.000208436 0.000436786 0.000774833 0.000271379 0.000785877 0.000750831 0.00024795 0.000970164 0.000842586 0.00053855 0.000739778 0.000768923 0.000773223 0.000762396
internal_weight=0 673 2448 228 2351 445 334 2303 238 208 2279 97 2194 144 188 1503 111 84 691 96 299 169 90 85 1204 48 40 662 642 539
internal_count=3121 673 2448 228 2351 445 334 2303 238 208 2279 97 2194 144 188 1503 111 84 691 96 299 169 90 85 1204 48 40 662 642 539
is_linear=0
shrinkage=0.00196078


Tree=7540
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 47 1 14 2 16 2 49 159 1 0 15 52 15 0 52 150 2 0 11 3 1 133 13
split_gain=9.82489 1.4607 0.842135 0.693467 0.539776 0.499854 0.357657 0.310558 0.281341 0.274867 0.195079 0.174994 0.163921 0.138481 0.114524 0.114472 0.104235 0.103551 0.094167 0.0893752 0.0882428 0.0869 0.0829336 0.103758 0.0771277 0.0765723 0.0890962 0.0753481 0.0752987 0.0650991
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.09253500000000002 0.062655000000000016 0.089885000000000007 -0.061854999999999993 0.14838000000000004 -0.054984999999999992 0.082585000000000006 0.091195000000000012 -0.22491999999999998 1.0000000180025095e-35 0.12418000000000001 -0.40580499999999992 0.18019500000000002 -0.16675999999999999 1.0000000180025095e-35 0.11237500000000002 -0.026509999999999995 1.0000000180025095e-35 -0.116045 0.13075500000000004 -1.0000000180025095e-35 -0.117405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 6 9 12 -4 10 15 -9 17 -2 22 -1 -12 18 -6 -14 25 -11 23 -3 -7 26 -18 28 -5 -28
right_child=1 4 8 27 7 24 -8 11 -10 21 16 -13 19 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00067164257975092106 0.00044289860546506323 0.00053553229782219022 0.00060620561903804507 0.00030327243066381222 0.00020348242743813789 0.00053368777919846208 0.00042173230450257633 0.00028796007641649973 0.00038608123836294378 0.00064939219736640777 0.00050582092724735098 0.00048539233850497824 0.00021448188167523573 0.00060909906858607485 0.00030277500705653176 0.00062270907295034427 0.00051662717082185338 0.0003748954017309175 0.00034613356495578228 7.5833323421476467e-05 0.00050094415671100801 0.00079719328390347286 0.00036833426338674579 0.00037821903797752543 0.00037594207381298642 0.00069787647357146606 0.00053094669726062437 0.00026456922097922931 0.00044741626940398514 0.00063481021474783939
leaf_weight=1117 23 40 34 22 93 22 26 45 65 20 27 28 33 119 38 220 27 23 22 39 20 65 53 27 26 64 24 24 38 697
leaf_count=1117 23 40 34 22 93 22 26 45 65 20 27 28 33 119 38 220 27 23 22 39 20 65 53 27 26 64 24 24 38 697
internal_value=0 0.000370464 0.000638838 0.000498641 0.000304776 0.000646285 0.000650406 0.000253519 0.00046168 0.000653012 0.000648777 0.000363688 0.000215223 0.000582179 0.000396585 0.000663591 0.000625721 0.000254793 0.000230772 0.000139381 0.000629612 0.000762417 0.000426291 0.000472137 0.000448242 0.000632781 0.000627212 0.000357422 0.000394564 0.000631353
internal_weight=0 667 2454 226 441 2355 2307 283 99 2281 2196 73 210 142 158 1337 859 138 115 72 832 85 120 67 48 812 748 84 60 721
internal_count=3121 667 2454 226 441 2355 2307 283 99 2281 2196 73 210 142 158 1337 859 138 115 72 832 85 120 67 48 812 748 84 60 721
is_linear=0
shrinkage=0.00196078


Tree=7541
num_leaves=31
num_cat=0
split_feature=1 4 2 2 155 123 1 2 150 0 0 394 4 400 1455 52 1447 159 0 1446 1429 481 475 4 2 401 160 51 160 2
split_gain=0.33819 0.0572911 0.0450934 0.0389027 0.0347303 0.0344318 0.0328403 0.0306467 0.0271669 0.0348272 0.0252109 0.0248162 0.0235587 0.029716 0.0287116 0.0254209 0.034839 0.0347774 0.0248797 0.0237166 0.0274356 0.0303845 0.0284882 0.05053 0.0408813 0.0297923 0.0270353 0.0320363 0.0293566 0.0266369
threshold=0.10920500000000001 0.27287000000000006 0.098630000000000009 -0.0091949999999999983 0.10158500000000002 0.08592000000000001 0.094090000000000021 0.25063000000000007 0.084680000000000019 -0.026509999999999995 -0.14051499999999997 -0.08151499999999999 -0.082249999999999976 0.083760000000000015 0.079300000000000009 0.11277500000000001 -0.085684999999999997 -0.017094999999999996 -0.087084999999999982 0.037915000000000011 0.087865000000000013 0.084540000000000018 -0.085734999999999992 -0.010655 0.086950000000000013 1.0000000180025095e-35 0.058535000000000011 -0.0064149999999999997 0.0046300000000000013 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 8 11 -1 -3 9 10 -2 -4 14 19 15 16 -5 -18 -19 20 21 22 23 24 -14 26 28 -28 -24 -29
right_child=1 7 5 12 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 25 -25 -26 -27 27 29 -30 -31
leaf_value=0.0067807295911812351 0.0024153251480311159 0.0030415362610056833 0.0024116457229683874 0.01082128606978114 0.0085623629221862011 0.0022802460947007473 0.0026551715504421398 -0.00069884287659078843 0.0029070290620438755 0.0018155004699817964 0.0062310547238060591 0.0059975153038290055 0.0096393996760958736 0.0099102975621532946 0.010350538194179535 0.0041210920061880291 0.0034192275876800218 0.0088200051808373977 0.0069436189538029675 0.0076988387569045169 0.0035483050365548805 0.0096844741775255136 0.0058556585785166718 0.012567542772740126 0.003470954548736865 0.0074965981167450461 0.010635117708664875 0.0091802722736892672 0.0020623322709330491 0.0058477853897097969
leaf_weight=35 20 251 20 27 22 28 43 24 81 27 129 551 21 26 30 26 24 89 343 146 34 28 716 20 22 157 23 31 21 106
leaf_count=35 20 251 20 27 22 28 43 24 81 27 129 551 21 26 30 26 24 89 343 146 34 28 716 20 22 157 23 31 21 106
internal_value=0 0.0037394 0.00646373 0.00669496 0.00474901 0.00570402 0.00450638 0.0027151 0.00442257 0.00512006 0.00571888 0.00587192 0.00678528 0.00656227 0.00734423 0.00716705 0.00733101 0.00712435 0.00733019 0.00649658 0.0063477 0.00643082 0.00634926 0.00841491 0.00648345 0.00622579 0.00600337 0.00718163 0.00574757 0.00660185
internal_weight=0 554 2567 1968 279 599 78 275 257 176 149 571 1890 1351 539 509 483 456 432 1325 1179 1145 1117 63 43 1054 897 160 737 137
internal_count=3121 554 2567 1968 279 599 78 275 257 176 149 571 1890 1351 539 509 483 456 432 1325 1179 1145 1117 63 43 1054 897 160 737 137
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 11 47 2 1 2 1 1 2 11 13 1 2 0 39 132 3 43 12 0 15 131 14 41
split_gain=25.1477 3.92328 2.57478 1.81095 1.37843 1.26921 1.08528 0.732925 0.712024 0.685279 0.623784 0.57438 0.454342 0.288326 0.311535 0.279438 0.245428 0.224852 0.217733 0.203477 0.190191 0.184842 0.182685 0.200038 0.184557 0.172822 0.163315 0.15016 0.14875 0.158256
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088725000000000012 0.13754500000000003 1.0000000180025095e-35 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.10613000000000002 0.15799000000000005 0.088975000000000012 0.097070000000000004 0.079300000000000009 -0.0021749999999999994 0.086920000000000011 0.094835000000000017 -0.23091999999999999 0.088550000000000004 0.08696000000000001 -0.11171999999999999 0.016310000000000002 0.095780000000000018 -0.097024999999999986 -0.059484999999999989 0.091760000000000022 0.07913000000000002 0.077300000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 10 6 21 7 9 12 17 18 -7 16 22 -15 -9 27 19 -1 -5 -18 -3 23 -11 -24 -19 -20 -4 29 -17
right_child=1 2 8 4 -6 11 -8 15 -10 13 -12 -13 -14 14 -16 28 20 25 26 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001039535396059534 0.0009827638350588619 0.00056344752191822025 0.00029301530446205072 0.001240137564200981 0.00048732444059615041 0.0008939621406842803 0.00067129272693165027 0.0012964609612696571 0.00062358012471286849 0.00096274689651522491 0.00063477520631145996 0.0005696089435784377 0.00012488889025331212 0.00062358868837940925 0.0009245853159387487 0.0011043150840934497 0.00055920523120002506 0.00086283065509377857 0.00091569986675461054 0.0010401934099240682 0.00032187895655321576 0.00038175839562504705 0.0010020473841195199 0.00071086837460225484 0.00093593642236991536 0.0010019793252332625 0.00069166427435031334 0.00044837406112088095 0.0012148079384896625 0.00090013499353446208
leaf_weight=26 76 209 118 20 20 76 37 36 37 27 67 29 35 20 39 54 37 38 29 907 20 24 379 22 284 354 22 30 29 20
leaf_count=26 76 209 118 20 20 76 37 36 37 27 67 29 35 20 39 54 37 38 29 907 20 24 379 22 284 354 22 30 29 20
internal_value=0 0.000562477 0.000510539 0.000986397 0.000999831 0.000625392 0.00100435 0.00100988 0.000370393 0.00100071 0.000773123 0.000804379 0.00033136 0.000954275 0.000822553 0.00114775 0.000366611 0.00102786 0.000893504 0.00104451 0.000475933 0.000544733 0.00096519 0.000849659 0.000973728 0.00098849 0.000819057 0.000324507 0.00109578 0.00104913
internal_weight=0 691 615 2430 2286 338 2266 2229 277 2090 144 105 240 771 59 139 205 1319 77 927 57 233 712 49 663 392 51 148 103 74
internal_count=3121 691 615 2430 2286 338 2266 2229 277 2090 144 105 240 771 59 139 205 1319 77 927 57 233 712 49 663 392 51 148 103 74
is_linear=0
shrinkage=0.00196078


Tree=7543
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 2 3 13 131 2 15 43 12 131 15 51 14 43 3 4 3 403 13 11 13 15 2 3 2 159
split_gain=0.361594 0.0844819 0.0504153 0.0456359 0.0407633 0.0330754 0.0406635 0.0327513 0.0359031 0.075853 0.0393636 0.0356749 0.028804 0.0265718 0.0262585 0.0335968 0.0323821 0.037986 0.0320826 0.0401942 0.0502216 0.0517116 0.027151 0.0417474 0.0233743 0.0232579 0.030402 0.0296981 0.0229014 0.0277707
threshold=0.10337500000000001 0.12337000000000002 0.51524500000000006 0.40124500000000002 0.14285500000000004 0.10467500000000002 -0.014944999999999998 -0.0062949999999999994 0.090030000000000013 0.25063000000000007 -0.40580499999999992 -0.065269999999999981 -0.081419999999999979 0.091295000000000015 0.040760000000000005 0.10501000000000001 0.081185000000000021 -0.51144999999999985 -0.079594999999999985 -0.50690499999999983 -0.091054999999999983 -0.081224999999999992 0.054800000000000008 0.077695000000000014 -0.01163 0.099260000000000015 0.089125000000000024 -0.10217499999999997 0.10803500000000001 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 14 6 13 8 9 12 -10 -9 -3 24 16 22 17 -1 19 -19 21 -21 23 -16 -2 26 27 -24 29 -20
right_child=1 7 -4 -5 -6 -7 -8 11 10 -11 -12 -13 -14 -15 15 -17 -18 18 28 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023619145883814149 0.009452351797862274 0.0040944280500179566 0.0077261654368080829 0.0021346307814713908 0.0035037478246988775 0.0037623261162510221 0.0028507507528717584 0.0021764899668422467 0.0019940168191228185 -0.0045189516386017203 0.0076013756028953054 0.0058834081764557759 0.00088216581850797989 0.004451498303464369 0.0071185083080347366 0.010607271913990931 0.010444110035896301 0.010704579595821323 0.0057907926388784982 0.00056469948962330815 0.0073198610855013547 0.0059524927763953996 0.0069539260180470977 0.011736835822230205 0.0059890115796588364 0.0029085394330322745 0.0089723725803196441 0.0026618713118036147 0.0044038329781273958 0.007769834394143387
leaf_weight=23 38 46 59 22 39 211 38 47 31 20 21 58 71 38 917 27 20 27 365 20 464 163 38 20 40 25 30 28 87 88
leaf_count=23 38 46 59 22 39 211 38 47 31 20 21 58 71 38 917 27 20 27 365 20 464 163 38 20 40 25 30 28 87 88
internal_value=0 0.00411073 0.00501399 0.00666825 0.00671014 0.00457558 0.00568984 0.00280808 0.00202139 0.00117225 0.00425853 0.00422412 0.00214511 0.00661989 0.00676353 0.00712394 0.00645244 0.0063879 0.00646417 0.00692432 0.00676656 0.00536366 0.00703504 0.00721709 0.00767628 0.00562534 0.00633284 0.00513305 0.00588985 0.00617524
internal_weight=0 718 424 2403 2381 365 154 294 189 137 52 105 117 116 2342 1085 1257 1237 1214 674 647 183 1058 937 78 121 96 66 540 453
internal_count=3121 718 424 2403 2381 365 154 294 189 137 52 105 117 116 2342 1085 1257 1237 1214 674 647 183 1058 937 78 121 96 66 540 453
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 4 2 1 2 4 2 457 1 475 0 49 4 1 43 2 2 0 43 13 12 4 0
split_gain=13.5773 1.69774 1.43774 1.0602 0.87266 0.540943 0.417146 0.394848 0.375705 0.420599 0.35289 0.260744 0.256001 0.242062 0.206667 0.173269 0.158546 0.153869 0.294019 0.163426 0.132155 0.125761 0.253034 0.125147 0.124184 0.108231 0.107638 0.106317 0.109603 0.0963002
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.12958500000000003 0.076175000000000007 0.25615500000000008 0.36766000000000004 0.14285500000000004 0.077845000000000011 0.14285500000000004 0.27834500000000006 -1.0000000180025095e-35 0.080930000000000016 0.14089500000000002 -0.069854999999999987 -0.11173999999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 -0.08076499999999999 0.11177500000000001 0.087995000000000004 -0.080119999999999983 -0.080084999999999976 -1.0000000180025095e-35 0.08815000000000002 -0.51843499999999987 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 6 11 13 -5 9 14 -4 12 -3 24 16 -7 -6 18 20 27 -15 29 -23 -22 -1 -12 -14 28 -19 -2
right_child=1 5 10 7 8 15 -8 -9 -10 -11 25 -13 26 17 -16 -17 -18 19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061280705849640069 0.00013597537837331259 0.00034967049110359763 0.00061730739428382617 0.00063156812221178767 0.00071027460771380722 0.0005024801177066022 0.00081908838240065524 0.00038196685151417229 0.0003851042342863143 0.00040286713185668172 0.00040658435619929259 9.1445791518700846e-05 0.00013299140658778967 0.00065014315805598795 0.0004202353117950991 0.00026168807190569005 0.00060773967962321875 0.00084273483969417263 0.00077056245987906172 0.00060561746880620807 0.00059341103080320066 0.00051508575395767232 0.00030880014129056066 0.00041685594667459765 0.00041584847860184372 0.0002483848031397467 0.00028107195084585863 0.00066677228977252091 0.0006956538817613553 0.00031962756008760906
leaf_weight=32 21 43 28 86 69 27 74 34 34 39 60 97 77 35 20 20 363 20 32 112 29 29 108 33 20 23 25 760 748 23
leaf_count=32 21 43 28 86 69 27 74 34 34 39 60 97 77 35 20 20 363 20 32 112 29 29 108 33 20 23 25 760 748 23
internal_value=0 0.000314865 0.000645167 0.000417929 0.000655176 0.000207522 0.000674774 0.000560848 0.000584435 0.000598238 0.00042696 0.000170137 0.000222779 0.00066891 0.000615095 0.000400015 0.000624117 0.000672786 0.000607583 0.000677915 0.000553816 0.000323176 0.000352466 0.000499438 0.000537054 0.000362746 0.000169286 0.000683214 0.000699484 0.000231975
internal_weight=0 590 2531 301 2420 289 1895 120 525 491 111 242 145 1821 452 47 432 1769 129 1640 97 181 137 62 52 83 102 1528 768 44
internal_count=3121 590 2531 301 2420 289 1895 120 525 491 111 242 145 1821 452 47 432 1769 129 1640 97 181 137 62 52 83 102 1528 768 44
is_linear=0
shrinkage=0.00196078


Tree=7545
num_leaves=31
num_cat=0
split_feature=1 3 4 4 2 2 97 2 14 16 0 133 42 43 16 15 44 3 4 4 12 3 12 132 3 124 43 131 13 1212
split_gain=0.35515 0.0842395 0.0632179 0.0415202 0.0373199 0.035162 0.040349 0.0323334 0.0331991 0.0444444 0.0329857 0.0294722 0.0345323 0.0293834 0.0385238 0.0272116 0.0264243 0.0282311 0.043685 0.0365877 0.0319596 0.0270298 0.0246744 0.02457 0.0344242 0.0242895 0.0237004 0.0342144 0.0266409 0.0268268
threshold=0.10293500000000001 0.31299000000000005 -0.036839999999999991 0.40124500000000002 0.14285500000000004 0.13622000000000004 -0.049229999999999996 0.10276500000000001 -0.46413499999999996 -0.008904999999999998 0.024095000000000002 0.0068000000000000014 0.088575000000000015 -0.078139999999999973 -0.5048999999999999 -0.11033999999999998 0.081805000000000017 0.090900000000000009 -0.059649999999999988 0.0045450000000000013 0.11734000000000001 -0.061964999999999992 -1.0000000180025095e-35 0.10512500000000001 0.42240500000000009 -0.083859999999999976 0.0068900000000000012 0.023795 -0.10278499999999999 -0.014129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 16 6 -4 10 -9 13 11 12 15 -10 -15 -8 17 20 -19 -20 25 -22 -2 24 -3 -1 28 -28 -27 -30
right_child=1 23 5 -5 -6 -7 7 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0047235291580774736 0.0034739089549984782 0.0017456772525774262 0.001021533162223504 0.0021574358561668883 0.0034541226084678412 0.0021655283049729309 0.011124015870419416 0.00740512294606084 0.0020050145574801027 0.00019551134901121261 0.0019602574450387198 0.0029536556755192581 0.0049423713869570446 0.0036772867492400108 0.0084229778140210189 0.0068769019645211916 0.0098069609366357325 0.0065446994040636742 -0.00067252463195472962 0.0053038070998376327 0.0015972641418161599 0.006262363724548508 0.0069456977075361449 0.0041215312943138462 -0.0029739097692072394 0.0094033648282652958 0.0057195854872774043 0.0096305912457561749 0.0081490320100315993 0.0067034446567654365
leaf_weight=62 25 68 34 22 39 95 22 21 42 38 22 25 60 50 26 48 25 66 20 21 23 27 113 27 20 41 329 24 140 1546
leaf_count=62 25 68 34 22 39 95 22 21 42 38 22 25 60 50 26 48 25 66 20 21 23 27 113 27 20 41 329 24 140 1546
internal_value=0 0.00396877 0.00442916 0.00648164 0.0065219 0.00388985 0.00431204 0.00462807 0.00367237 0.00316988 0.00558378 0.00609809 0.00670278 0.00412773 0.00530081 0.00821171 0.00657338 0.00653822 0.00495215 0.00238852 0.00661564 0.00411642 0.00631675 0.00148269 0.000673044 0.00667398 0.00673212 0.00598549 0.00688473 0.00682348
internal_weight=0 736 621 2385 2363 483 388 354 177 156 177 155 130 118 76 70 2324 2299 107 41 2192 50 138 115 88 2142 2080 353 1727 1686
internal_count=3121 736 621 2385 2363 483 388 354 177 156 177 155 130 118 76 70 2324 2299 107 41 2192 50 138 115 88 2142 2080 353 1727 1686
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 4 1 2 2 14 15 1 1429 0 11 11 52 1 43 14 39 3 12 13 4 1375 3
split_gain=11.2918 1.98783 1.29116 0.952195 0.712458 0.60758 0.531596 0.414316 0.318541 0.31817 0.303244 0.287557 0.241837 0.175659 0.155196 0.175822 0.135226 0.113348 0.145345 0.101066 0.0972149 0.0965653 0.0822866 0.0820836 0.0761056 0.0875245 0.0873277 0.0849336 0.0754669 0.0744164
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.36766000000000004 0.077845000000000011 0.091265000000000013 0.14285500000000004 0.062655000000000016 -0.41396999999999995 0.080270000000000022 0.083420000000000008 -0.22491999999999998 1.0000000180025095e-35 0.082485000000000017 0.31359500000000001 0.14326500000000003 -0.080324999999999994 -0.45687499999999998 0.087735000000000021 -0.11171999999999999 0.095780000000000018 0.14871000000000004 -0.012164999999999999 -1.0000000180025095e-35 -0.24124499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 -3 10 11 -5 12 23 14 22 19 28 -12 24 -19 -1 -15 -11 -10 -4 26 -26 -18 -27 -16 -20
right_child=1 2 8 9 -6 -7 -8 -9 13 21 16 -13 -14 20 15 -17 17 18 29 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00069995418968702588 0.00067116009218546214 0.00062795632062759548 0.0004613436756297259 0.00064065461138299864 0.00034246712251723827 0.00044426677468555422 0.00035902993594181729 0.00041087625998687118 0.00032473914547547866 0.00043969494553387951 0.00048309354290686181 0.00019404686128697709 0.00080597281060137385 0.00016217991222187086 0.00055709805558709538 0.00049662147908503828 0.00047564824215239949 0.00084842374637962017 0.00071782760124443031 0.00058607272450340311 -1.2822319310682906e-05 0.00027801658319053695 0.00019441944344912845 0.00031410685551711936 0.00066076575578702379 0.00064346771460421673 0.00064667644719601524 0.00057421801906591598 0.00066766840367835035 0.00057147262109951541
leaf_weight=894 74 79 37 28 202 48 44 24 23 49 21 43 62 26 25 26 24 22 34 31 23 20 98 24 349 161 22 118 468 22
leaf_count=894 74 79 37 28 202 48 44 24 23 49 21 43 62 26 25 26 24 22 34 31 23 20 98 24 349 161 22 118 468 22
internal_value=0 0.000367974 0.000330518 0.000654751 0.000414105 0.000662606 0.000531755 0.000667157 0.000231373 0.000464368 0.000669855 0.000316849 0.00068606 0.000179082 0.000680911 0.000653773 0.000638285 0.000642619 0.000713383 0.000696138 8.0036e-05 0.000392832 0.000219191 0.000403414 0.00063443 0.000640069 0.000557444 0.000614179 0.000662061 0.000660331
internal_weight=0 673 599 2448 325 2351 123 2303 274 97 2279 104 1506 170 1444 519 773 752 78 925 49 69 121 61 674 628 46 279 493 56
internal_count=3121 673 599 2448 325 2351 123 2303 274 97 2279 104 1506 170 1444 519 773 752 78 925 49 69 121 61 674 628 46 279 493 56
is_linear=0
shrinkage=0.00196078


Tree=7547
num_leaves=31
num_cat=0
split_feature=1 1 15 3 457 2 51 3 1 12 159 15 11 12 49 16 16 48 4 3 0 16 52 0 159 3 475 43 1212 133
split_gain=0.343558 0.074559 0.0602385 0.050793 0.0387565 0.0352006 0.0324531 0.0386417 0.0329755 0.032092 0.0296523 0.0285043 0.0353674 0.0277155 0.0380835 0.0275873 0.0260105 0.0257395 0.0415893 0.0488391 0.0359549 0.0341938 0.0449566 0.046577 0.0280747 0.0276552 0.0269607 0.0236017 0.0262983 0.0392452
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 0.30112000000000005 0.094310000000000019 0.13404500000000005 -0.40274499999999996 0.12745000000000004 0.13075500000000004 -0.42850999999999995 0.097885000000000014 -0.15914499999999995 0.086080000000000018 -1.0000000180025095e-35 -0.080604999999999982 0.054560000000000004 0.11346000000000002 0.090720000000000009 -0.42529999999999996 -0.10519499999999998 -0.030209999999999997 0.042200000000000008 -0.42635499999999998 -0.070154999999999981 0.090485000000000024 0.092670000000000016 0.027870000000000002 0.0068900000000000012 0.086310000000000012 -0.47810999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 13 11 -2 8 15 -5 -11 -1 17 -4 -15 -8 -7 18 19 -13 -19 25 26 -24 -25 27 -23 -20 -29 -30
right_child=3 2 4 9 -6 16 7 -9 -10 10 -12 12 -14 14 -16 -17 -18 20 21 -21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0084215813590812361 0.0069264885486552009 0.0037579579978406635 0.0038970631568567694 0.0035220639389830044 0.0021038094768300653 0.0015591344052854066 0.0030436507634898058 0.0062322349544908654 0.0015608628619218933 -0.0017710249467530626 0.002659714383923489 0.01265837192616385 0.0023818569554185324 0.010579628752463538 0.0062934244572395636 0.0065876699037229029 0.0061757322732338927 0.0058253728401896467 0.0068376537841490191 0.0071557662984425277 0.0016796474442041171 0.0070951985360762056 0.0055081725262535854 -0.0012181498046795077 0.0038338287860493767 0.0032324553690462688 0.0032136287052361742 0.0052700070838978567 0.011125370398873374 0.005925537813009021
leaf_weight=70 27 214 41 34 24 26 82 38 111 44 23 23 22 23 210 30 23 163 1260 54 24 121 66 22 22 24 21 211 21 47
leaf_count=70 27 214 41 34 24 26 82 38 111 44 23 23 22 23 210 30 23 163 1260 54 24 121 66 22 22 24 21 211 21 47
internal_value=0 0.00612574 0.00503794 0.00294937 0.00595712 0.00637663 0.00362606 0.00328464 0.00278236 0.00101979 -0.000250025 0.00643645 0.00637031 0.00629464 0.00671653 0.00399294 0.00372611 0.00641251 0.00652313 0.0087994 0.0052933 0.00642657 0.00534559 0.00382804 0.00130784 0.00660085 0.00652116 0.00665338 0.00582116 0.00753137
internal_weight=0 2732 512 389 298 2220 288 261 223 101 67 2171 2101 274 233 112 49 2079 1892 77 187 1815 252 110 44 1563 142 1539 279 68
internal_count=3121 2732 512 389 298 2220 288 261 223 101 67 2171 2101 274 233 112 49 2079 1892 77 187 1815 252 110 44 1563 142 1539 279 68
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=31
num_cat=0
split_feature=1 4 2 3 15 3 123 46 14 2 0 0 1 13 130 34 2 41 12 159 159 0 16 4 1 480 4 12 49 157
split_gain=0.278282 0.0617418 0.0412177 0.0428126 0.0588411 0.0411424 0.0380353 0.0296042 0.0298231 0.0375153 0.0422672 0.0399065 0.0536098 0.0499283 0.0307498 0.0285374 0.035436 0.0269592 0.0273925 0.0293324 0.0310245 0.0290726 0.030523 0.0280073 0.0282259 0.0271555 0.0289885 0.0259945 0.0257486 0.0245372
threshold=0.11690500000000002 0.27287000000000006 0.15361500000000003 0.11296500000000002 -0.0058549999999999991 0.30112000000000005 0.084475000000000008 0.084955000000000017 0.076175000000000007 -0.0091949999999999983 -0.07384499999999998 -0.13027499999999997 0.082005000000000008 -0.017449999999999997 -0.068174999999999986 -0.021334999999999996 0.13622000000000004 0.081560000000000007 0.090285000000000018 0.12283500000000001 0.11058000000000003 0.051010000000000007 0.18438500000000005 -0.52556499999999995 0.091900000000000023 -0.03031 0.00063500000000000004 -0.42850999999999995 0.085970000000000005 -0.07686999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 15 -3 8 9 10 -1 12 -11 -14 -13 -2 -17 18 19 20 21 23 -23 -16 28 -20 29 -7 -25 -27
right_child=5 6 -4 4 -6 27 -8 -9 -10 11 -12 14 13 -15 17 16 -18 -19 25 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0067271280698478226 0.00088738048784867964 0.0041256148374757915 0.0012087861297740824 0.0064534529748683182 0.00049386253891940657 0.0031698576115479016 -0.00060239413287490608 0.0095556748291710392 0.007459785995761985 0.0077540810622105556 0.0016563769736118656 0.0075570629410625159 -0.0013563777378294618 0.0040910429564184666 0.0097361003424421971 0.0046792261283202415 0.0022322966824322066 0.0028462919226512895 0.0018032989996884551 0.0097985140801895229 0.0021230509737506509 0.00082804489925148946 0.0059538983883192908 0.0057750260569767627 0.008551729349520705 0.0038294195014267167 0.0044434430725970682 -0.00022502247358797424 0.007091923248902946 0.0059673009071768276
leaf_weight=25 43 114 21 30 37 34 20 20 92 33 48 96 20 106 22 145 100 32 21 21 20 21 26 806 46 59 218 67 182 596
leaf_count=25 43 114 21 30 37 34 20 20 92 33 48 96 20 106 22 145 100 32 21 21 20 21 26 806 46 59 218 67 182 596
internal_value=0 0.00551317 0.00562113 0.00565709 0.00316234 0.00265443 0.00341994 0.00572368 0.00569291 0.00562512 0.00339294 0.0056952 0.00416609 0.00322637 0.00580745 0.00326345 0.00368048 0.00572631 0.00577153 0.00609562 0.00602638 0.00609716 0.00366362 0.00620547 0.00613035 0.00535681 0.00544229 0.000917808 0.00601761 0.00577473
internal_weight=0 2732 2598 2577 67 389 134 2510 2490 2398 73 2325 159 126 2166 288 245 2070 2038 1144 1123 1103 47 1056 1034 894 873 101 988 655
internal_count=3121 2732 2598 2577 67 389 134 2510 2490 2398 73 2325 159 126 2166 288 245 2070 2038 1144 1123 1103 47 1056 1034 894 873 101 988 655
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 10 4 1 2 2 1 12 16 2 0 1447 1212 130 1447 12 4 42 50 160 1 52 130 1209 1
split_gain=0.230304 0.0749802 0.0632972 0.0491517 0.0393684 0.0411027 0.0389333 0.0309279 0.0472187 0.0504141 0.0446474 0.0467709 0.0379674 0.0343794 0.038364 0.0341862 0.0335098 0.0286815 0.0456355 0.0301594 0.0281249 0.023317 0.0305976 0.0227055 0.0223851 0.0213366 0.0215509 0.0207109 0.0206214 0.0193828
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.079859999999999987 -0.082249999999999976 0.091535000000000019 0.09358000000000001 -0.080614999999999978 0.09253500000000002 0.11650500000000001 -0.0092699999999999987 0.11018500000000002 -0.086934999999999985 -0.085804999999999979 0.090465000000000018 -1.0000000180025095e-35 -0.083449999999999983 0.091085000000000013 -0.076229999999999978 0.11603500000000001 0.102455 0.079055000000000014 0.11910500000000002 0.039215000000000007 0.09721500000000001 -0.090889999999999985 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 24 7 -2 12 28 10 -10 -12 15 14 -11 -6 -17 19 -19 -18 -13 -22 23 -23 -1 26 29 -21 -9 -8
right_child=3 -3 -4 -5 5 -7 25 8 9 13 11 20 -14 -15 -16 16 17 18 -20 27 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041609966179489023 -0.0010788442113269599 0.0018287021178402939 -0.00018928565348134095 0.0062515356245317639 0.0072909411695990262 0.0083961219477810371 -0.00028572939569130538 0.0077420474992444116 0.00050801206054165964 0.0015209904794270795 0.0010835167044645241 0.0073060108839334663 0.0013629966221924408 -3.2759653145654338e-05 0.0066202329583466063 0.0014281112933531405 0.0088788181798712864 0.0066286356102123302 0.0011218898957047394 0.0058097368527828723 0.0077379176669637676 0.0043091173535988979 0.00082881364173122824 0.0071880783118745866 0.0047964225430041554 0.0014863046886722004 0.0054802802076665104 0.0026608432854779741 0.005092878386632178 0.0031948196995654141
leaf_weight=28 39 75 23 28 123 38 20 30 25 36 29 56 20 45 25 20 31 27 34 413 24 141 21 34 20 153 32 22 1429 80
leaf_count=28 39 75 23 28 123 38 20 30 25 36 29 56 20 45 25 20 31 27 34 413 24 141 21 34 20 153 32 22 1429 80
internal_value=0 0.00494745 0.00503427 0.00223185 0.00507925 0.00513119 0.00188447 0.00508319 0.00487447 0.00396133 0.00457077 0.00490378 0.00565642 0.00206403 0.00361084 0.00578458 0.00544586 0.00559833 0.0035593 0.00586524 0.00530519 0.00479589 0.00443564 0.00486846 0.00224123 0.00228998 0.00322151 0.00565048 0.00514735 0.00249871
internal_weight=0 2769 2694 352 2671 2623 324 2585 1895 436 330 305 690 106 61 670 547 527 61 466 276 220 196 175 48 285 132 435 1459 100
internal_count=3121 2769 2694 352 2671 2623 324 2585 1895 436 330 305 690 106 61 670 547 527 61 466 276 220 196 175 48 285 132 435 1459 100
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 1 2 14 4 1 1 1 2 159 16 14 4 1 4 50 47 16 484 1420 3 1 47
split_gain=7.63969 1.16652 0.745106 0.680173 0.38105 0.285904 0.255917 0.255359 0.230845 0.227941 0.226885 0.144901 0.153284 0.142494 0.129717 0.191242 0.0916531 0.12364 0.0915168 0.0908588 0.0777315 0.0974226 0.0708909 0.0681775 0.0623567 0.0666531 0.0614357 0.0775015 0.149113 0.0605541
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.36766000000000004 0.14285500000000004 0.40473500000000007 0.092845000000000025 0.14122000000000004 0.062655000000000016 -0.013125 0.093100000000000002 0.15471500000000002 0.086920000000000011 0.089775000000000008 0.082585000000000006 0.023255000000000001 -0.45687499999999998 0.022185000000000003 0.075045000000000014 -0.036839999999999991 0.086295000000000011 0.10350500000000001 -0.44310499999999992 0.073690000000000019 -0.080064999999999983 -0.12018999999999998 0.075045000000000014 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 10 6 -3 23 -5 11 14 20 24 18 26 19 17 29 -7 -16 21 -6 -8 -4 -13 -26 -1 28 -28 -2
right_child=1 5 7 8 9 13 22 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00065939024910754908 0.00029143619566711945 0.00035787465660405129 0.00056773701938343975 0.000509551453572428 0.00050629071096597723 0.00031549005897021763 9.4350768556502365e-05 0.00033104699264810075 0.00031384239353947601 0.00036939070127447435 0.00067696328267079437 0.00057590347173566291 0.00037062386752643724 5.2676645292788322e-05 0.00055277759052327401 0.00034653821740956867 0.00025056951201888694 0.00047221519966043679 0.00017178131824842425 0.00045755209496378132 0.00059585412285950668 0.00061355759044516773 0.00025396821985030363 0.00047348105577449075 0.00047676471092736875 0.00058190106328363073 0.00057516685790485805 0.00057443904591308718 0.00036400497027595216 0.00039276004503805383
leaf_weight=31 104 76 70 37 158 20 23 32 62 41 70 41 37 35 370 20 70 22 115 43 98 41 20 51 164 27 36 1158 20 29
leaf_count=31 104 76 70 37 158 20 23 32 62 41 70 41 37 35 370 20 70 22 115 43 98 41 20 51 164 27 36 1158 20 29
internal_value=0 0.000309546 0.000381245 0.0005462 0.000552893 0.000215766 0.000289478 0.000486815 0.000386986 0.000510567 0.000567591 0.000520794 0.000487829 0.000164167 0.000563028 0.000533795 0.000309458 0.000336053 0.000193072 0.000542863 0.000550652 0.000528391 0.000168591 0.000528009 0.000506521 0.000491627 0.000573195 0.000570994 0.000499752 0.000313529
internal_weight=0 667 378 2454 2355 289 119 153 99 607 1748 566 269 170 1678 433 225 155 135 413 297 199 43 121 232 191 1245 1214 56 133
internal_count=3121 667 378 2454 2355 289 119 153 99 607 1748 566 269 170 1678 433 225 155 135 413 297 199 43 121 232 191 1245 1214 56 133
is_linear=0
shrinkage=0.00196078


Tree=7551
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 4 4 14 4 2 52 1 1 2 1 48 47 14 0 50 51 1 160 3 12 39 4
split_gain=8.83887 1.44792 0.959837 0.749142 0.469946 0.435592 0.261055 0.255497 0.254882 0.23908 0.221157 0.212831 0.189864 0.111239 0.10135 0.101242 0.176983 0.0919768 0.0902375 0.079236 0.092962 0.0675686 0.0660209 0.0657468 0.0956114 0.0641026 0.0667731 0.0617054 0.0657495 0.0613371
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.14285500000000004 0.077845000000000011 0.27834500000000006 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.089885000000000007 -0.56176499999999996 0.16175000000000003 0.088975000000000012 0.097845000000000015 0.090540000000000023 0.083685000000000009 0.090100000000000013 -0.23083499999999998 -0.010949999999999998 0.086295000000000011 -0.085989999999999997 0.11669000000000002 -0.067824999999999983 -0.0025099999999999996 0.095780000000000018 0.089790000000000023 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 8 9 -5 10 -4 12 -6 17 -14 22 27 -17 -1 -9 20 -3 -7 -8 -22 -25 -11 -27 28 29 -15
right_child=1 2 6 7 11 21 14 18 -10 25 -12 -13 13 15 -16 16 -18 -19 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00058956736216998122 0.00056226404650008041 0.00037623914440101052 0.00033082461708171495 0.00054487580856104863 0.00051133529666592091 0.00044522822106680808 0.00011662198690793886 0.00022552379778300235 0.00035905277384727294 0.00027181405504358644 0.00066985308906162568 0.00032198499186507872 0.00064155521577099279 0.00066923044941950686 -2.5430035521317799e-06 0.00032670575702993261 0.00054160268404505451 0.00054724555598733974 0.00037560312479150061 0.00038631139471487815 0.00016245838371313005 0.00029693155242504078 0.00024218383879095565 0.00030181724649938445 0.00017237051368299426 0.00021029694163950759 9.480492785936357e-05 0.00052402545447729403 0.00045597970804428669 0.00056049414670404228
leaf_weight=1092 76 33 66 28 74 27 69 24 22 22 84 33 43 21 22 23 41 241 43 32 22 21 21 117 27 38 39 301 22 397
leaf_count=1092 76 33 66 28 74 27 69 24 22 22 84 33 43 21 22 23 41 241 43 32 22 21 21 117 27 38 39 301 22 397
internal_value=0 0.000306939 0.000275387 0.000558262 0.000345511 0.000565207 0.000189819 0.000387579 0.000569086 0.000239412 0.000571126 0.000452938 0.000567324 0.000544387 0.000116757 0.000539196 0.000464374 0.000581916 0.000321843 0.000295751 0.000281189 0.000380348 0.00014592 0.000262293 0.000277546 0.000178471 0.000151801 0.000545659 0.000560458 0.000565957
internal_weight=0 691 615 2430 338 2335 277 95 2287 165 2265 107 2181 848 112 805 64 1333 67 231 199 48 90 166 144 99 77 741 440 418
internal_count=3121 691 615 2430 338 2335 277 95 2287 165 2265 107 2181 848 112 805 64 1333 67 231 199 48 90 166 144 99 77 741 440 418
is_linear=0
shrinkage=0.00196078


Tree=7552
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 1 4 2 1 1 16 12 475 12 4 47 4 132 1 2 34 4 16 160 2 133 13
split_gain=12.4177 1.53213 1.40724 0.869107 0.857125 0.499248 0.394968 0.361282 0.357319 0.333608 0.296977 0.241141 0.18602 0.170559 0.165252 0.1526 0.136299 0.150021 0.121214 0.116972 0.112401 0.10944 0.109334 0.216923 0.161036 0.104557 0.0894261 0.0892068 0.243088 0.0857572
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.2623950000000001 0.076975000000000002 0.077845000000000011 0.36766000000000004 0.14122000000000004 0.15799000000000005 0.089625000000000024 -0.040964999999999994 0.085885000000000017 -0.066784999999999983 0.09141500000000001 -0.51843499999999987 0.08265500000000002 -0.0070899999999999991 0.08696000000000001 0.104035 0.13754500000000003 -1.0000000180025095e-35 0.41555500000000006 -0.065229999999999996 1.0000000180025095e-35 0.11362000000000001 0.085635000000000003 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 7 11 19 12 -4 10 15 22 16 -7 18 -6 17 -1 26 -5 27 -17 23 -3 -25 -18 -14 28 -2 -26
right_child=1 5 8 6 9 13 -8 -9 -10 -11 -12 -13 14 -15 -16 21 25 -19 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.00087589577185703891 0.00054770790526142944 0.00016682958395596869 0.00064853144240896909 0.00072044172313918639 0.00072379012687739757 0.00031928473068556037 0.00039775192842581399 0.00083472028530501069 0.00039237737365220137 0.00041890643399808636 0.00046392853275148107 6.8577311056501714e-05 0.00043936931016160338 0.00055557524882792646 0.00067630022801638194 0.0006312750905477641 0.00070020260311224876 0.00071242457560672377 0.00068932869861735799 0.00057731913724422008 0.00023423581268685332 0.00048834785528326617 0.00018947351002370898 0.00045156721461618495 0.00020778709916535772 0.00063104851809887559 0.00061235653492165546 0.00034751408116276595 0.00031019492939211965 0.00037247223304767235
leaf_weight=22 37 42 28 46 68 23 32 75 83 33 41 35 27 24 281 323 200 1141 22 42 21 22 83 31 31 145 20 93 30 20
leaf_count=22 37 42 28 46 68 23 32 75 83 33 41 35 27 24 281 323 200 1141 22 42 21 22 83 31 31 145 20 93 30 20
internal_value=0 0.000356991 0.000672874 0.000454899 0.000682775 0.000255018 0.000584298 0.000701298 0.000456993 0.000609257 0.000623093 0.000219102 0.000695912 0.000439944 0.000655188 0.000638894 0.000705364 0.000715517 0.000569208 0.000652133 0.000369109 0.000622161 0.000244553 0.000281422 0.000340115 0.000671138 0.000512981 0.000386812 0.000441359 0.00027237
internal_weight=0 590 2531 301 2420 289 120 1933 111 487 454 242 1858 47 350 413 1508 1163 69 88 181 345 207 124 82 345 47 160 67 51
internal_count=3121 590 2531 301 2420 289 120 1933 111 487 454 242 1858 47 350 413 1508 1163 69 88 181 345 207 124 82 345 47 160 67 51
is_linear=0
shrinkage=0.00196078


Tree=7553
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 1 2 2 1 0 4 1 1 457 12 4 40 1 2 1 4 1 157 52 2 475 16
split_gain=17.1753 2.5623 1.43319 1.41037 0.902111 0.747289 0.524711 0.46643 0.435522 0.423711 0.37078 0.248072 0.245615 0.238995 0.215361 0.19687 0.187038 0.183155 0.195045 0.152499 0.15143 0.143166 0.114515 0.109041 0.103299 0.101648 0.101192 0.0941039 0.0924542 0.0905464
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.13501500000000002 0.089625000000000024 -0.10324499999999999 -0.15289999999999995 0.122715 0.16175000000000003 0.080930000000000016 0.09141500000000001 -0.51843499999999987 -0.077714999999999992 0.13075500000000004 -0.0091949999999999983 0.13265500000000002 -0.013514999999999998 0.12958500000000003 -0.069619999999999987 -0.56176499999999996 0.089005000000000015 -0.079029999999999975 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 6 7 19 11 -5 24 16 17 -13 -11 23 -6 26 18 -1 -3 -4 -14 -15 -2 -8 -19 -7 -20 -28 -27
right_child=1 4 20 8 15 10 9 -9 -10 13 -12 12 21 22 -16 -17 -18 25 27 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.00088791459958183574 0.00068500064111464017 0.00023236910751818314 0.00032710294373138667 0.00060979563005981834 0.00010911386688267771 0.00074251989627919612 0.00054111103392974176 0.00083648172205096289 0.0003344290840813129 0.00048015903279769649 0.0004366179969271316 0.00049742543571852735 0.0004949158604037674 0.00027404852964864308 0.00044572393714051702 -0.00010172493795383404 0.00043451734142852764 0.00052139060058736223 0.00071097617652882508 7.5933482826632618e-05 0.00014281630062565112 0.00066698038943922031 0.00012483484437649488 0.00056218055150136326 0.0003635203513298549 0.00067301035819666746 0.00071859372933563985 0.00066791080446804271 0.00060942395571984495 0.00056314226513838063
leaf_weight=22 68 46 60 34 90 28 34 79 63 20 48 44 20 141 29 21 20 21 888 50 24 264 23 47 20 292 33 250 310 32
leaf_count=22 68 46 60 34 90 28 34 79 63 20 48 44 20 141 29 21 20 21 888 50 24 264 23 47 20 292 33 250 310 32
internal_value=0 0.000308968 0.000477993 0.000662652 0.000222366 0.000672212 0.000273261 0.000688963 0.000430949 0.000322619 0.000599256 0.000682605 0.000633743 0.0002778 0.000596726 6.92254e-05 0.000619222 0.000693254 0.000705051 0.000150892 0.00027445 0.000654863 0.000253122 0.000634805 0.000475337 0.000653591 0.000629179 0.000701515 0.000619927 0.000662159
internal_weight=0 673 228 2448 445 2351 334 1912 97 238 439 1833 328 184 144 111 391 1505 1160 96 84 284 164 115 54 345 371 1138 343 324
internal_count=3121 673 228 2448 445 2351 334 1912 97 238 439 1833 328 184 144 111 391 1505 1160 96 84 284 164 115 54 345 371 1138 343 324
is_linear=0
shrinkage=0.00196078


Tree=7554
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 47 1 4 2 1 0 49 150 4 12 4 3 1 3 47 3 2 4 160 3 48 3 0
split_gain=12.6217 1.81868 1.27079 1.11964 0.595409 0.595009 0.41735 0.369481 0.361591 0.347974 0.27775 0.263226 0.219825 0.28799 0.21155 0.207467 0.163482 0.168084 0.195593 0.153765 0.14193 0.117015 0.115045 0.101475 0.16387 0.109668 0.0969881 0.081431 0.07275 0.0705339
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.15799000000000005 -0.10474999999999998 0.082865000000000008 1.0000000180025095e-35 0.0082450000000000006 0.08815000000000002 -0.52556499999999995 -0.13927999999999999 0.083135000000000014 -0.0063699999999999989 0.090100000000000013 -0.13927999999999999 0.14285500000000004 0.27834500000000006 -0.067824999999999983 -0.0025099999999999996 0.089830000000000007 -0.096099999999999977 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 12 11 -5 -7 14 23 13 19 22 16 17 -14 -19 -1 -21 -3 -6 24 -4 -26 -27 -20 -24 -18
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 29 18 27 20 -22 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=0.00066855315334358393 0.00067170614149413346 0.00034928190137335931 0.00038396585420936042 0.00064113077566869806 0.00073179610024869839 0.000624881813586071 0.00084469278058008036 0.00043497697263311555 0.00039157950351658089 0.00037301329859331538 0.00046735195683707774 5.9419058430261641e-05 0.00090393356971936619 0.00078254812163724877 0.00047927956305257851 0.00061814441230474541 0.00069960934778016265 0.00053949812992391572 0.00073703042539547791 0.00038490694764928491 0.00057927106572441519 0.00047592592618770708 0.00052662068694468191 0.00018282378412305745 0.00035748602248498708 0.00026745110492739092 0.00012735947209695822 0.00065868334947635364 0.00064607953991379697 0.00065088572614089375
leaf_weight=48 72 187 38 34 60 71 79 34 65 30 39 35 21 36 29 98 641 21 702 20 52 33 21 70 21 38 38 55 294 139
leaf_count=48 72 187 38 34 60 71 79 34 65 30 39 35 21 36 29 98 641 21 702 20 52 33 21 70 21 38 38 55 294 139
internal_value=0 0.000377374 0.000341757 0.000681557 0.000690144 0.000425478 0.000705151 0.000243676 0.000477284 0.000550069 0.000625373 0.000216575 0.000699137 0.000628734 0.000640627 0.000705686 0.00071112 0.000730832 0.00072616 0.00058259 0.000525281 0.000368279 0.000653104 0.000243407 0.00027482 0.000232062 0.000197405 0.000731338 0.000638116 0.000690927
internal_weight=0 667 595 2454 2355 321 1912 274 99 101 443 240 1833 156 404 1677 1579 799 778 120 72 220 375 205 135 97 76 757 315 780
internal_count=3121 667 595 2454 2355 321 1912 274 99 101 443 240 1833 156 404 1677 1579 799 778 120 72 220 375 205 135 97 76 757 315 780
is_linear=0
shrinkage=0.00196078


Tree=7555
num_leaves=31
num_cat=0
split_feature=1 4 12 483 3 3 132 1 1 4 4 42 14 151 13 15 15 0 12 4 16 0 0 42 4 1427 2 159 15 483
split_gain=0.451443 0.071177 0.0588893 0.0486933 0.0443581 0.0409442 0.0392012 0.039324 0.0381743 0.0367824 0.0311476 0.0291082 0.0287789 0.0321443 0.027362 0.0345191 0.0259181 0.0236208 0.0271304 0.0229184 0.0254836 0.02268 0.02206 0.0251964 0.0859213 0.0398327 0.0352876 0.0326885 0.0296908 0.0287009
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 -0.070084999999999981 0.12178000000000001 -0.047929999999999993 0.089825000000000002 0.089770000000000016 0.15471500000000002 0.10528000000000001 0.40124500000000002 -0.091214999999999977 -0.46166999999999997 0.050660000000000004 -0.004174999999999999 -0.033689999999999991 -0.56368999999999991 -0.14920999999999998 0.086095000000000019 0.033845000000000007 -0.5009849999999999 -0.092404999999999973 -0.11437499999999999 0.084835000000000008 -0.093124999999999986 0.080970000000000014 0.091265000000000013 -0.016814999999999997 -0.088429999999999995 0.088070000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 6 -2 7 11 12 14 17 -5 -3 16 -7 -16 -14 18 -4 22 -21 -22 -19 25 -25 26 27 -24 -28 -29
right_child=1 8 10 4 -6 9 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 19 -20 20 21 -23 23 24 -26 -27 28 29 -30 -31
leaf_value=0.01013834911864251 0.006262348479887641 0.0050783357247710234 0.011269446523302966 0.0042113819670292641 0.00091146714054048074 0.0021250517511801734 0.001414889506995678 0.005005190475713934 -0.00059148620980392609 0.00740967776994997 0.0030783600825816395 0.0075681182311757682 0.0049537150325098395 0.0059762915554033083 0.0069056400406064802 0.0016699722013436261 0.0014041951229753777 0.0038880141540652232 0.0068267336701629336 0.0084004121760909382 0.0044780005782624668 0.006621255090039295 0.010300774053515246 0.0017514111830457821 0.0069564377590445774 0.011712031557478688 0.0099861153379260086 0.0074648774513016679 0.0060559178840167444 0.011316532734781504
leaf_weight=24 110 50 28 31 20 91 20 207 35 24 20 155 24 22 34 20 144 21 27 39 94 104 48 33 814 22 21 592 227 20
leaf_count=24 110 50 28 31 20 91 20 207 35 24 20 155 24 22 34 20 144 21 27 39 94 104 48 33 814 22 21 592 227 20
internal_value=0 0.00363547 0.00678307 0.0057539 0.00551088 0.00476079 0.00573362 0.0059534 0.00249377 0.00378345 0.00700598 0.00700866 0.0029437 0.00238196 0.00318325 0.0049665 0.00191127 0.00704357 0.00908848 0.0069883 0.00606396 0.00560375 0.00711014 0.00714822 0.00675364 0.00750757 0.0074057 0.00778784 0.00638872 0.00759075
internal_weight=0 554 2567 457 433 279 413 393 275 169 2110 186 240 190 145 54 168 2090 55 2035 237 198 1798 1777 847 930 908 660 248 612
internal_count=3121 554 2567 457 433 279 413 393 275 169 2110 186 240 190 145 54 168 2090 55 2035 237 198 1798 1777 847 930 908 660 248 612
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 1 2 4 49 0 49 1 4 2 1 457 1 12 1 4 157 133 52 47 3 2 475
split_gain=17.9415 2.78771 1.40979 1.34008 0.894612 0.888694 0.667854 0.540693 0.529813 0.364851 0.329449 0.297061 0.278632 0.371542 0.276636 0.26893 0.2219 0.217963 0.202957 0.189291 0.168535 0.148095 0.143262 0.140025 0.133473 0.131725 0.127555 0.116124 0.104637 0.10193
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 -0.025214999999999998 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.16363499999999997 -0.054984999999999992 -0.10607499999999999 0.082865000000000008 0.12205500000000001 0.0082450000000000006 0.11177500000000001 0.083135000000000014 0.080930000000000016 0.15964000000000003 0.09141500000000001 0.13075500000000004 -0.52556499999999995 -0.07686999999999998 -1.0000000180025095e-35 0.048770000000000008 0.090100000000000013 -0.14847999999999997 0.087995000000000004 -0.069854999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 7 14 12 -4 18 -8 -2 13 17 -3 20 26 -1 29 25 22 24 -14 -22 -5 -6 -12 -24 -19 -7
right_child=1 4 8 21 19 9 10 -9 -10 -11 16 -13 15 -15 -16 -17 -18 28 -20 -21 23 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067716130302843775 0.00041127763482133036 0.00027266781273151564 0.00065152232209972458 0.00023444083580704083 3.814757820521671e-05 0.00072659340267087894 0.00060205042727437671 0.00087257202563968705 0.00034780648126356175 0.00045458410721610065 0.00035563153671283349 0.00065437350364794624 0.00088653883564096178 0.00079861238339108318 0.00011892148582623984 0.00061748006934550102 0.00028140746962575556 0.00057696507955797124 0.00044331807533607765 -0.00010257106214365205 0.00054300128439672632 0.00017373792822278724 0.0005821346506184223 0.00069683903538764202 0.00042635121750880811 0.00021081988073893627 0.00055219734256917782 0.00073292279522354424 0.00042313268427514696 0.00063297272423644391
leaf_weight=44 23 89 34 22 41 52 20 79 63 48 30 121 23 36 91 104 102 34 20 21 24 24 20 436 38 29 22 1078 34 319
leaf_count=44 23 89 34 22 41 52 20 79 63 48 30 121 23 36 91 104 102 34 20 21 24 24 20 436 38 29 22 1078 34 319
internal_value=0 0.000324431 0.000685918 0.000500734 0.000234101 0.000695476 0.000278676 0.000713743 0.000454264 0.000615917 0.000365298 0.000615546 0.000706898 0.000625327 0.000194941 0.000714063 0.000334551 0.000569629 0.000635723 6.07015e-05 0.000720416 0.000303914 0.000733384 0.000688813 0.000355984 0.000109683 0.000438794 0.000730176 0.000500049 0.000646095
internal_weight=0 673 2448 228 445 2351 354 1912 97 439 174 144 1833 148 180 1685 154 112 391 91 1581 84 1121 460 60 70 52 1098 68 371
internal_count=3121 673 2448 228 445 2351 354 1912 97 439 174 144 1833 148 180 1685 154 112 391 91 1581 84 1121 460 60 70 52 1098 68 371
is_linear=0
shrinkage=0.00196078


Tree=7557
num_leaves=31
num_cat=0
split_feature=1 1 12 4 15 3 43 150 43 51 159 15 1 4 2 4 160 10 16 0 49 12 11 14 52 11 16 0 43 2
split_gain=0.444589 0.0683727 0.0583027 0.0532363 0.0437614 0.0446613 0.0473267 0.0469565 0.0342734 0.0350041 0.0312301 0.0294332 0.0365516 0.0283009 0.0257269 0.0323274 0.0264577 0.0255316 0.025079 0.024881 0.0403189 0.0236017 0.0308615 0.0346246 0.0309367 0.0429583 0.0256426 0.0278998 0.0249874 0.0323152
threshold=0.10920500000000001 0.13707500000000003 0.078300000000000008 -0.008819999999999998 0.035560000000000008 0.11924500000000002 -0.073404999999999984 0.10980500000000001 0.084740000000000024 -0.43017499999999992 0.04105000000000001 -1.0000000180025095e-35 0.09253500000000002 0.40124500000000002 0.092120000000000021 -0.0016099999999999997 -0.087429999999999994 -1.0000000180025095e-35 0.10994000000000002 0.024095000000000002 -1.0000000180025095e-35 0.11734000000000001 1.0000000180025095e-35 0.082295000000000021 0.088785000000000017 0.080150000000000013 0.0057500000000000008 -0.13027499999999997 -0.0040649999999999983 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 6 11 14 9 -5 -2 12 -1 21 15 18 -16 -11 -8 20 -3 22 26 24 25 -24 27 -4 29 -28
right_child=1 19 13 8 -6 -7 7 -9 -10 17 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0082637189615828287 0.0071816907949764034 -0.0011002509292728942 0.0037389825313137131 0.0067503104646069309 0.0083006239800642312 0.0012097142565135775 0.0039787890646478226 0.0018217350855203613 0.0068607132192011235 -0.00021425595578665916 0.0034155984658883103 0.0014122940882137329 0.0038204819084731514 0.0030716696428135038 0.0087998127431741773 0.0092735864958152763 0.0048265764635639745 0.0031112873769089475 0.0084562300945187682 -0.0014572472488951116 0.0030758495260287374 0.0052389079533603005 0.012439603522597325 0.011865531070076901 0.0044146996495934825 0.0073828817253732797 0.0043973502533679659 0.0070433660949271145 0.0037740119011877419 0.0069027929879231457
leaf_weight=24 76 29 26 24 52 26 29 21 27 26 31 33 81 20 21 65 83 206 22 21 114 87 21 23 24 84 66 1482 43 234
leaf_count=24 76 29 26 24 52 26 29 21 27 26 31 33 81 20 21 65 83 206 22 21 114 87 21 23 24 84 66 1482 43 234
internal_value=0 0.00347009 0.00659371 0.0041905 0.00556968 0.00521904 0.00549408 0.00633968 0.00347209 0.0031147 0.00609058 0.00401735 0.00483608 0.0068155 0.00677094 0.00779487 0.00562886 0.0027386 0.00591023 0.00175694 0.00222895 0.00685133 0.00692137 0.00829114 0.00765385 0.00839423 0.00680888 0.00698639 0.00602846 0.0063516
internal_weight=0 554 2567 390 457 405 379 241 283 256 107 138 105 2110 220 116 104 232 51 164 143 2090 2003 152 129 105 1851 1508 343 300
internal_count=3121 554 2567 390 457 405 379 241 283 256 107 138 105 2110 220 116 104 232 51 164 143 2090 2003 152 129 105 1851 1508 343 300
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=31
num_cat=0
split_feature=1 4 12 483 376 2 457 43 43 1 3 3 376 4 12 14 16 151 1 4 16 4 52 2 2 1 3 1 1 41
split_gain=0.360117 0.0582413 0.0472252 0.0396597 0.0358612 0.0396371 0.0339992 0.0324813 0.0332879 0.0324221 0.0318622 0.037 0.0303938 0.0303761 0.0266663 0.0238541 0.029526 0.0399442 0.0373117 0.0230858 0.0212563 0.0313503 0.0211975 0.0202207 0.0259658 0.0242303 0.0206473 0.0200126 0.0219643 0.0196352
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 -0.070084999999999981 0.083785000000000012 0.10981000000000002 0.10613500000000002 -0.074359999999999996 -0.085594999999999991 0.15471500000000002 0.10893000000000001 -0.13309499999999996 0.083890000000000006 0.010840000000000001 -0.086254999999999984 -0.46166999999999997 -0.42170999999999997 0.050660000000000004 0.13559000000000002 0.053180000000000012 -0.087874999999999981 -0.034939999999999992 -0.067494999999999986 0.090790000000000023 0.096540000000000015 0.081670000000000006 0.076840000000000006 0.12000500000000001 0.13842500000000005 0.088180000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 8 13 15 11 -9 -10 14 -5 -3 17 27 -18 29 -7 -22 -23 25 -25 -13 -26 -17 -29 -4
right_child=1 9 19 6 -6 20 -8 10 12 -11 -12 23 -14 -15 -16 16 18 -19 -20 -21 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0089696068568931274 0.0057904958559591921 0.0044484057233203202 0.0062915288955592901 0.003797836351188143 0.00099122173169234888 0.005921006551458656 0.001287477050209418 0.0020265932491747665 -0.0010573607337261951 -0.00075298929187868325 0.0031917322903278877 0.010151369246439293 0.0036406872546649541 0.0019243061182177849 0.008261831599520519 0.0036052623924964187 -0.0029236462355280921 0.0067895487593930401 0.0023663207069815448 0.0052149618839469119 0.0048372351098805669 0.002836809898232759 -0.00098109377476458359 0.0028670864591226241 0.004773894004109833 0.0066319297687474736 0.0081158783495132083 -0.00046675930220988534 0.0032769464692100885 0.0035241110608554803
leaf_weight=24 126 50 1842 23 32 24 26 20 21 35 44 26 40 21 32 48 24 21 30 242 38 33 26 27 36 79 38 42 25 26
leaf_count=24 126 50 1842 23 32 24 26 20 21 35 44 26 40 21 32 48 24 21 30 242 38 33 26 27 36 79 38 42 25 26
internal_value=0 0.00312308 0.00593434 0.00501271 0.00414103 0.0045491 0.00479339 0.00501735 0.00376323 0.00209033 0.00565371 0.00613303 0.00202333 0.00515973 0.00639507 0.00250498 0.00199355 0.00277907 1.52243e-05 0.00613395 0.00325641 0.00259713 0.00115434 0.00653171 0.00552153 0.00750341 0.00649005 0.00204672 0.000930146 0.00625301
internal_weight=0 554 2567 457 279 247 433 407 137 275 270 226 61 76 55 240 190 136 54 2110 121 97 59 206 101 105 74 115 67 1868
internal_count=3121 554 2567 457 279 247 433 407 137 275 270 226 61 76 55 240 190 136 54 2110 121 97 59 206 101 105 74 115 67 1868
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=31
num_cat=0
split_feature=1 1 9 155 44 2 123 123 147 10 43 47 48 11 1443 1443 1 1 1429 160 1210 1427 133 50 484 131 4 1212 1212 483
split_gain=0.291695 0.0515464 0.0409617 0.0400003 0.0410796 0.0355615 0.0369062 0.0316445 0.0284776 0.028001 0.0278311 0.0311261 0.0305809 0.0275561 0.0262927 0.0351331 0.0247681 0.0521679 0.0359097 0.0280936 0.0278128 0.0241782 0.0235287 0.0277123 0.033572 0.0226944 0.0225662 0.0215945 0.021829 0.0215061
threshold=0.10920500000000001 0.14262000000000002 -1.0000000180025095e-35 0.084785000000000013 0.083555000000000018 0.097070000000000004 0.08592000000000001 0.11679000000000002 0.089365000000000014 -0.074314999999999978 0.084740000000000024 0.090100000000000013 0.12118000000000002 0.080455000000000013 0.090755000000000016 0.084655000000000022 0.080270000000000022 0.07635500000000002 0.084770000000000012 0.081905000000000019 0.063455000000000011 1.0000000180025095e-35 -0.038089999999999992 0.11219500000000002 0.094140000000000015 0.093840000000000021 0.51164000000000009 0.12218000000000002 0.10654500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 8 21 10 13 -3 11 22 -13 14 15 16 17 20 19 -18 27 -7 -2 24 -24 26 -11 28 -4 -21
right_child=1 9 5 -5 -6 6 -8 -9 -10 25 -12 12 -14 -15 -16 -17 18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016674418010128042 -0.0004514357261359692 -0.0023255151442506095 0.005655599547163959 0.0066381577760308355 0.0073285141937612071 0.0048079667753853951 0.0013298168017839393 -0.0010862185579026118 0.0028612443724194089 0.0013530073281219032 0.0057692203360299272 0.0056329512315919684 0.0013991283597230601 0.0079787477701902393 0.0019930601399391892 0.0088227547444951013 0.0054646304488058083 0.010267373332037377 0.0010687949580394408 0.0060220309183932844 0.0086440987884998325 0.0083408075454644865 0.0017283739964093934 0.0060830375265504702 0.0057831422769990953 -0.0012883591814897956 0.0053635452722664923 0.0086861878673991436 0.0025418465430645841 0.0021068290251087867
leaf_weight=30 30 22 1067 33 21 617 30 20 37 47 33 59 24 50 20 34 469 26 22 20 32 20 182 20 23 20 20 23 23 47
leaf_count=30 30 22 1067 33 21 617 30 20 37 47 33 59 24 50 20 34 469 26 22 20 32 20 182 20 23 20 20 23 23 47
internal_value=0 0.00281077 0.00534091 0.00328817 0.00301984 0.00538435 0.00475746 0.00278843 0.00560795 0.000861777 0.00299731 0.00272668 0.00440871 0.00566339 0.00559846 0.00563936 0.00557676 0.00583803 0.00502847 0.00519099 0.00573745 0.00491889 0.00217919 0.00252994 0.0021833 0.00166776 0.00255018 0.00565388 0.0055899 0.00327555
internal_weight=0 554 2567 445 412 2537 667 391 1870 109 371 338 83 1833 1783 1763 1729 1171 558 536 1145 637 255 225 205 87 67 1113 1090 67
internal_count=3121 554 2567 445 412 2537 667 391 1870 109 371 338 83 1833 1783 1763 1729 1171 558 536 1145 637 255 225 205 87 67 1113 1090 67
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=31
num_cat=0
split_feature=1 12 2 1 474 150 3 3 13 12 41 4 4 133 43 402 15 3 157 52 13 3 4 3 402 0 13 14 51 3
split_gain=0.2409 0.0647541 0.046862 0.0416457 0.0279008 0.0333998 0.0271144 0.0303679 0.0302851 0.0245334 0.0464628 0.0322804 0.0276507 0.0407857 0.0315964 0.0315123 0.0307774 0.0320595 0.0284666 0.0278891 0.0268155 0.0253187 0.0290582 0.0251974 0.0389169 0.0302507 0.0264998 0.0240715 0.0265817 0.0262985
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.10060500000000001 0.086280000000000009 0.09487000000000001 0.30112000000000005 0.12745000000000004 -0.47860499999999995 0.092550000000000007 0.077565000000000009 -0.50262499999999988 -0.068329999999999988 -0.054584999999999995 -0.072534999999999988 0.0089800000000000019 0.091915000000000011 -0.079979999999999982 -0.095664999999999986 0.088005000000000014 -0.087074999999999986 -0.077644999999999978 -0.07168999999999999 -0.069009999999999974 -0.061769999999999999 -0.080499999999999988 0.0076650000000000008 -0.46166999999999997 -0.40274499999999996 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 27 -8 11 12 -3 13 19 18 16 -15 -18 -14 -11 -16 -19 -23 24 -22 -26 -27 -2 -29 -30
right_child=6 9 -4 -5 -6 -7 8 -9 -10 10 -12 -13 14 15 20 -17 17 21 -20 -21 23 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0053848572467930268 0.0052348270569927994 0.0086372055320276166 -0.00075267921969167546 0.0029652473676714045 0.002188143850519107 0.0016244548131138662 0.0019256670206333735 0.0050252842655601473 -0.0017038613751841087 0.0057094673346728096 9.139603631489951e-05 0.0051451708730188023 0.0019307197208642418 0.0063529306279558389 0.0061134036274298155 0.0018743747876336179 0.0015456953596131987 0.0078539220560342078 0.005613877365316741 0.010990475891157985 0.0056451469803085698 0.0024642218148801477 0.0069250020340246993 0.0042125816904090806 -0.00097914540989173433 0.0041843771705937739 0.0001934373435298247 0.0047551859230936869 0.0021125193631201231 -0.00055465139648731572
leaf_weight=258 20 27 22 244 39 26 56 38 39 20 23 1353 24 133 34 30 34 25 167 20 26 40 23 113 37 41 28 23 99 59
leaf_count=258 20 27 22 244 39 26 56 38 39 20 23 1353 24 133 34 30 34 25 167 20 26 40 23 113 37 41 28 23 99 59
internal_value=0 0.00470675 0.0037756 0.0039513 0.00469618 0.0050406 0.00186476 0.00243281 0.00043565 0.00495627 0.00452234 0.00521349 0.00465053 0.00535974 0.00416011 0.00494006 0.00530073 0.00415365 0.00515107 0.00834997 0.00348172 0.00516127 0.00409276 0.0031165 0.00217819 0.0013278 0.00256487 0.00194269 0.00157892 0.00111655
internal_weight=0 2787 589 567 323 284 334 239 95 2198 818 1380 795 325 470 285 255 122 191 40 279 88 63 245 132 106 69 201 181 158
internal_count=3121 2787 589 567 323 284 334 239 95 2198 818 1380 795 325 470 285 255 122 191 40 279 88 63 245 132 106 69 201 181 158
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 4 1 11 2 1 47 0 15 1 4 43 15 49 1 50 0 49 0 1 15 10 12 12
split_gain=9.42654 1.52488 0.89955 0.755008 0.512696 0.482691 0.397911 0.32857 0.269635 0.235632 0.24679 0.190082 0.188889 0.209289 0.159491 0.146354 0.300528 0.13885 0.124494 0.121233 0.116376 0.110549 0.0941273 0.0928435 0.0760159 0.0716578 0.0654143 0.0802693 0.0634737 0.0633425
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 0.27287000000000006 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 0.12408500000000001 0.090100000000000013 -0.062294999999999996 0.024640000000000006 0.088975000000000012 -0.081114999999999979 -0.0098449999999999979 0.013270000000000002 -0.054984999999999992 0.086920000000000011 0.041865000000000006 -0.23091999999999999 -1.0000000180025095e-35 -0.026509999999999995 0.13075500000000004 -0.41942499999999994 -0.38124499999999995 0.085355000000000014 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 7 6 9 12 -4 10 20 23 18 -14 17 29 -17 -11 -3 -2 22 26 -1 -9 -7 -5 -6 -28 -22 -12
right_child=1 4 8 25 21 24 -8 11 -10 14 15 -13 13 -15 -16 16 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00075519442850468209 0.00040940181522900897 0.00026582940531406495 0.00054285733540560682 0.000341422631872477 0.00016586161714470348 0.00048237920285546204 0.00035501522437681978 0.00019508573321415151 0.00032736121478798159 0.00047935767987974324 0.00058916752856891827 0.00016920450759832473 0.00053568445375653541 0.00029162514486653918 0.00074636708453642924 0.00062541992296608225 0.00035110481831029212 0.00066421431375829711 0.00040553165481542908 0.00056490775367773276 0.00052224198942519141 0.0002483211068685809 0.00061920704654560947 0.00035091421696222897 0.00032577451998381954 0.00021465159583611572 0.00014034079643441183 -2.4886523794135583e-05 0.000592333470019106 0.0005521644706035255
leaf_weight=20 23 88 34 60 29 22 26 21 65 21 439 94 35 22 66 28 34 61 34 119 58 23 909 49 26 24 20 26 346 299
leaf_count=20 23 88 34 60 29 22 26 21 65 21 439 94 35 22 66 28 34 61 34 119 58 23 909 49 26 24 20 26 346 299
internal_value=0 0.000321591 0.000584468 0.000452554 0.000254476 0.000592165 0.000596214 0.000290212 0.00040137 0.000598963 0.000593714 0.00022681 0.0003483 0.000441486 0.00067462 0.000566489 0.000474989 0.000616873 0.000304763 0.00053972 0.000610053 0.000129399 0.000622135 0.000304166 0.000397552 0.000305202 9.293e-05 4.69514e-05 0.000582271 0.000574176
internal_weight=0 667 2454 226 441 2355 2307 343 99 2281 2133 164 179 57 148 800 62 82 122 142 1333 98 929 70 48 84 75 46 404 738
internal_count=3121 667 2454 226 441 2355 2307 343 99 2281 2133 164 179 57 148 800 62 82 122 142 1333 98 929 70 48 84 75 46 404 738
is_linear=0
shrinkage=0.00196078


Tree=7562
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 11 47 2 4 1 2 4 1 4 11 1 160 3 131 15 3 15 13 47 16 12 14 43
split_gain=11.1136 1.82424 1.12771 0.955583 0.658885 0.556252 0.546809 0.359268 0.329782 0.29637 0.290882 0.2855 0.196436 0.214412 0.181348 0.270816 0.175068 0.144264 0.140317 0.125661 0.0981494 0.10739 0.0969767 0.0916684 0.107078 0.0882747 0.0857133 0.0797657 0.0782331 0.0779713
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 1.0000000180025095e-35 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.077845000000000011 0.14285500000000004 0.27834500000000006 0.088975000000000012 -0.081114999999999979 0.086080000000000018 0.086920000000000011 -0.067824999999999983 -0.010424999999999999 0.082750000000000004 -0.41942499999999994 0.31534000000000006 0.040760000000000005 0.038215000000000006 0.090100000000000013 0.19444000000000003 0.085355000000000014 -0.23083499999999998 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 7 9 12 17 -6 -5 13 -4 26 -16 23 -1 -15 -20 21 -14 -23 24 -9 28 29 -19 -3 -11
right_child=1 2 8 11 10 -7 -8 16 -10 14 -12 -13 20 18 15 -17 -18 27 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006705547454960648 0.0006466234658092354 0.00040307381861312417 0.00036234500826851036 0.00060913655437341255 0.00059044697872396939 0.00042919336747396372 0.00035970870666711575 0.0008273492442732826 0.00039055831785118591 0.00064251093438478428 0.00035690886608908675 0.00037533779991484584 0.00018860022350075258 0.00032619285386910015 0.00065031131932965852 0.00038990932973284348 0.00065389098782165376 0.00055887759842628405 0.00024694365593261986 8.764199381806873e-05 0.00024744142088856471 0.00011210112267018292 -6.285936727747669e-05 0.00085402525840716189 0.00063600731316480687 0.00042162779643444177 0.00057854113900016903 0.00063745118348280689 0.00029528508973820266 0.00058978010858723603
leaf_weight=929 69 31 39 28 70 48 26 22 37 429 29 71 29 23 28 34 57 58 32 47 20 29 21 46 23 34 165 346 157 144
leaf_count=929 69 31 39 28 70 48 26 22 37 429 29 71 29 23 28 34 57 58 32 47 20 29 21 46 23 34 165 346 157 144
internal_value=0 0.000344744 0.000309912 0.000630177 0.000389009 0.00063811 0.000642457 0.00064568 0.000218249 0.000639198 0.000522037 0.000441463 0.000191685 0.00023869 0.000609363 0.00050751 0.0007391 0.000657103 0.00019141 0.000152169 0.000124739 9.36746e-05 3.86177e-05 0.000792473 0.000729552 0.000329686 0.00061792 0.000626171 0.000313059 0.000629259
internal_weight=0 667 598 2454 321 2355 2307 2281 277 2133 99 99 240 141 800 62 148 1333 102 79 99 79 50 91 45 222 738 404 188 573
internal_count=3121 667 598 2454 321 2355 2307 2281 277 2133 99 99 240 141 800 62 148 1333 102 79 99 79 50 91 45 222 738 404 188 573
is_linear=0
shrinkage=0.00196078


Tree=7563
num_leaves=31
num_cat=0
split_feature=1 1 16 2 3 0 156 0 131 124 158 4 0 2 13 43 49 133 158 4 1446 159 4 3 1186 130 4 16 13 4
split_gain=0.281961 0.0675409 0.0409393 0.0334743 0.036448 0.0311258 0.0247599 0.0549437 0.0294126 0.0245865 0.0244289 0.0458045 0.0275146 0.0263927 0.022127 0.0354826 0.0209779 0.0205334 0.0204553 0.0201946 0.031749 0.0499259 0.0304434 0.0263149 0.0246679 0.0235021 0.0318899 0.0435209 0.0288131 0.0290261
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 0.10467500000000002 -0.014944999999999998 0.22582000000000002 0.10339000000000002 0.034820000000000011 0.096070000000000016 -0.076779999999999987 0.07968500000000002 0.24564500000000003 -0.097734999999999989 0.14960000000000004 -0.078704999999999983 -0.085594999999999991 -0.15498999999999999 -0.010614999999999998 0.10868000000000001 -0.082249999999999976 0.08393500000000001 -0.085179999999999992 -0.083439999999999986 0.095270000000000007 0.060550000000000007 -0.066019999999999981 -0.079329999999999984 -0.095094999999999985 -0.11122999999999998 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 9 7 8 -3 -1 11 13 18 16 -2 -16 -11 -14 -12 20 21 -18 -23 24 25 -21 27 -27 -28 -30
right_child=1 6 -4 -5 -6 -7 -8 -9 -10 10 12 -13 17 -15 15 -17 19 -19 -20 23 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0037373497735445752 0.0080364102246956188 0.0015468358782768886 0.006230013104974323 0.0026308879368506107 0.0018971854116228459 0.0014733863905781793 0.0049613432022548899 -0.0034338193386793136 0.0045360914843443501 0.0079323444639157973 0.0090347348139263126 0.0018046007063743229 0.0082030349298966698 0.0018288439006677697 0.0083027428836517404 0.0035918600502799249 0.010451411608606577 0.0052043119479266526 0.0052715754241216932 0.0086115299147509396 0.003133525663556961 0.0055698205109534112 0.008095725407312987 0.0024472101370338352 0.0026399619463417269 -0.00031426195055246354 0.0085364456497261237 0.0045587761620279506 0.0078931088155936892 0.0052445058346026344
leaf_weight=92 26 211 62 210 38 21 24 20 39 32 52 37 27 21 21 67 25 148 20 21 39 410 54 35 36 21 29 144 43 1096
leaf_count=92 26 211 62 210 38 21 24 20 39 32 52 37 27 21 21 67 25 148 20 21 39 410 54 35 36 21 29 144 43 1096
internal_value=0 0.00304803 0.00385566 0.003449 0.00457929 0.00530644 0.00188328 0.00160968 0.00201316 0.00534023 0.00540463 0.00529106 0.00634396 0.00535537 0.00547332 0.00471605 0.00539267 0.00566697 0.00798941 0.00535106 0.00587933 0.00609832 0.00586378 0.00515532 0.00522351 0.0052922 0.00523991 0.00393857 0.00542375 0.0053445
internal_weight=0 718 424 362 152 2403 294 270 250 2382 2290 2043 247 2006 114 88 1985 175 72 1953 528 489 464 1425 1390 1354 1333 165 1168 1139
internal_count=3121 718 424 362 152 2403 294 270 250 2382 2290 2043 247 2006 114 88 1985 175 72 1953 528 489 464 1425 1390 1354 1333 165 1168 1139
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 4 2 2 2 14 0 52 1 49 1 4 4 15 1 13 3 0 1 124 3 42 2 2
split_gain=27.0326 3.19276 2.8846 1.81987 1.56756 1.25891 1.15448 0.771295 0.761635 0.637327 0.611487 0.47722 0.474056 0.434092 0.497566 0.341834 0.336125 0.323705 0.300398 0.42021 0.249442 0.235745 0.235642 0.254191 0.233139 0.224221 0.223417 0.215642 0.208397 0.202017
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.091265000000000013 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.13501500000000002 0.076175000000000007 -0.23194499999999998 0.08257500000000001 0.10124500000000002 -0.012034999999999999 0.16175000000000003 0.24564500000000003 -0.059649999999999988 -0.037864999999999989 0.12000500000000001 -1.0000000180025095e-35 -0.14186499999999996 -0.038659999999999993 0.12958500000000003 -0.079269999999999993 0.12745000000000004 0.086555000000000007 0.099185000000000009 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 12 8 11 -6 20 24 22 17 -1 14 25 -2 -7 27 28 -20 -3 -11 -8 -24 -10 -9 -23 -4 -14 -27
right_child=1 5 6 -5 7 16 10 13 9 21 -12 -13 18 -15 -16 -17 -18 -19 19 -21 -22 26 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0012450641914272477 0.00066588278896376196 0.00051852348922550972 0.0010731610976014896 0.00050195284875304252 0.0010214348756611008 0.00030440021056198964 0.0010634945875074105 0.00061500380705932479 0.00091843972922221436 0.00044458619914140786 0.00071408280665494173 0.0012528748260231377 0.0011000636729363198 0.00094769587225667512 0.0005366547446951685 0.00094872055335473726 2.8906868341144951e-05 0.00081388637118054799 0.00094836865175193616 0.00066635615364531002 0.00028509285209110571 0.0005066364405864679 0.00096884766711184472 0.00080090074878428805 0.00062593328163904299 0.00094093595023582628 0.00073898858411819153 0.0010215998348497455 0.00086516289442193273 0.00071886929202508306
leaf_weight=22 20 24 826 74 31 90 95 32 22 94 37 46 53 22 76 92 21 22 74 28 66 41 545 37 20 28 26 501 20 36
leaf_count=22 20 24 826 74 31 90 95 32 22 94 37 46 53 22 76 92 21 22 74 28 66 41 545 37 20 28 26 501 20 36
internal_value=0 0.000527982 0.000994049 0.000740562 0.000846067 0.000430111 0.00102366 0.000734245 0.000497481 0.000564046 0.000959536 0.00105648 0.000973783 0.000688354 0.000655182 0.000898214 0.00025228 0.00104978 0.000939679 0.000870953 0.000347341 0.000507931 0.00097295 0.000958171 0.000779151 0.000749017 0.000596803 0.00105369 0.00103571 0.000816023
internal_weight=0 590 2531 186 422 404 2109 225 293 203 714 1395 197 194 172 112 111 1349 175 102 90 161 677 582 42 96 67 1327 73 64
internal_count=3121 590 2531 186 422 404 2109 225 293 203 714 1395 197 194 172 112 111 1349 175 102 90 161 677 582 42 96 67 1327 73 64
is_linear=0
shrinkage=0.00196078


Tree=7565
num_leaves=31
num_cat=0
split_feature=1 4 155 157 1 2 13 124 12 40 4 15 42 14 51 2 40 0 0 12 43 16 158 4 12 13 394 3 3 49
split_gain=0.313071 0.0725638 0.0451369 0.0406302 0.0334273 0.0328759 0.0323629 0.0294796 0.0276142 0.0314655 0.0302267 0.0434493 0.026599 0.0254055 0.0272952 0.0246492 0.023904 0.0228576 0.0288533 0.0231011 0.022235 0.0221081 0.0220297 0.0402715 0.0241795 0.0220808 0.0645382 0.0337315 0.0676898 0.0273944
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.13075500000000004 0.13404500000000005 -0.28558999999999996 -0.076779999999999987 -0.010834999999999999 -0.055059999999999991 -0.013514999999999998 -0.015039999999999998 -0.0060199999999999993 -1.0000000180025095e-35 -0.069724999999999995 -0.023999999999999997 -0.066419999999999993 0.024095000000000002 -0.036484999999999997 -0.12529499999999996 -1.0000000180025095e-35 0.13751500000000003 0.07968500000000002 0.24564500000000003 0.083535000000000012 0.0015850000000000003 -0.08151499999999999 -0.14847999999999997 -0.11171999999999999 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 13 7 -5 12 9 15 20 -12 -1 14 -3 -8 -15 18 19 -6 -10 -7 23 25 -24 27 -27 -9 -29 -28
right_child=1 4 -4 6 17 21 8 22 10 -11 11 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 26 29 28 -30 -31
leaf_value=0.0059359826668440247 -0.00072140773118007935 0.0026826342964475906 0.0066054020842277739 0.0018933691938559244 0.003418568353582588 0.0011054648017441784 0.0011894182674586774 0.0086496721748716959 0.0051926182113155462 2.3497465997934341e-05 0.0052357917812106943 0.00016782104614235108 0.0025467695297138244 -0.00058414798671340882 0.0072681990545243021 0.0053432628137525173 0.0029677506201874673 -0.0016982729725826245 0.0050417090917471803 2.4801105722032774e-05 0.0092537783874342069 0.0053759797034382993 0.0087381764235694645 0.0022907287205776411 0.0061429281086804212 -0.00043771987714405573 0.0057813674854602847 0.00010479396830002469 0.0058198061905051189 0.0035535941189843638
leaf_weight=39 20 27 61 63 27 27 20 41 28 25 87 21 57 24 25 50 90 26 20 78 26 22 44 36 195 21 248 21 1581 71
leaf_count=39 20 27 61 63 27 27 20 41 28 25 87 21 57 24 25 50 90 26 20 78 26 22 44 36 195 21 248 21 1581 71
internal_value=0 0.0032068 0.00410063 0.00365124 0.00207612 0.00558654 0.00392453 0.0056399 0.00442245 0.00306883 0.00521623 0.00425035 0.00392364 0.00305551 0.00488723 0.00415645 0.00221998 0.000999437 0.00156056 0.000897484 0.00714799 0.00302284 0.00571287 0.0056054 0.00662071 0.00566558 0.00493204 0.00581738 0.00574489 0.00528553
internal_weight=0 718 401 340 317 2403 320 2354 257 95 162 108 96 166 52 70 114 151 125 105 54 49 2258 2019 239 1983 340 1643 1602 319
internal_count=3121 718 401 340 317 2403 320 2354 257 95 162 108 96 166 52 70 114 151 125 105 54 49 2258 2019 239 1983 340 1643 1602 319
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 1 2 2 4 3 16 123 1 2 2 475 12 15 10 11 0 15 0 52 52 0 0
split_gain=10.0365 1.62244 1.05814 0.782936 0.589037 0.576898 0.426305 0.326852 0.266973 0.263391 0.260395 0.243925 0.157984 0.156641 0.139868 0.138206 0.216136 0.128881 0.126815 0.0951816 0.0826946 0.0825305 0.0782306 0.0773744 0.113808 0.0721565 0.0720342 0.103871 0.0752388 0.0689447
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.098630000000000009 -0.022174999999999997 0.062655000000000016 0.092845000000000025 0.17025000000000004 0.14960000000000004 0.42051500000000003 0.30112000000000005 -0.52595999999999987 0.088205000000000019 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 -0.066784999999999983 0.08815000000000002 -0.040439999999999997 -0.38124499999999995 0.077415000000000012 -0.11173999999999999 -0.10469999999999999 -0.06563999999999999 -0.55252499999999982 0.039215000000000007 -0.062294999999999996 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 25 15 -5 11 13 12 14 -7 20 19 17 -17 -15 22 -4 -11 23 24 -1 -3 -20 -28 -29 -21
right_child=1 2 9 8 -6 10 -8 -9 -10 21 -12 -13 -14 18 -16 16 -18 -19 26 29 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00069776863911572625 0.00063296159299031747 0.00062655168928307955 0.00049369918060750747 0.00058050677802159035 0.00032885535428632762 0.00040735759644531735 0.00033000863553777482 0.00076819872704668056 0.00037003963812243175 0.00016255070935535182 0.00037527218454715486 0.0001952092755396884 0.00020487143621579103 0.0006647050196408866 0.00023281354959323711 0.00047317718315269329 0.00041685773906093932 0.00062599144252189088 0.00068232944838695719 0.00063124925016700621 0.00034100614645171402 3.813269328983391e-06 0.00077621481693536745 0.00066060929155272406 0.00053209845788458133 0.00050043963446516442 0.00053130860356735731 0.00062543362792995239 0.00053425237149590493 0.00054275882359358738
leaf_weight=25 69 53 30 37 205 20 37 76 62 34 26 118 30 65 20 23 23 274 21 567 25 20 21 785 44 26 180 120 49 36
leaf_count=25 69 53 30 37 205 20 37 76 62 34 26 118 30 65 20 23 23 274 21 567 25 20 21 785 44 26 180 120 49 36
internal_value=0 0.000348268 0.000315419 0.000619517 0.000392038 0.000626698 0.000503698 0.000642246 0.000448699 0.000226629 0.000566123 0.000256382 0.000325129 0.000577028 0.000373232 0.000636922 0.000599976 0.000614157 0.000584829 0.000644921 0.000424293 0.000103759 0.000657983 0.000655076 0.000592124 0.000585046 0.000570797 0.000564086 0.000598996 0.000625966
internal_weight=0 667 598 2454 321 2355 116 1874 99 277 481 223 105 455 75 1798 320 297 435 1478 55 54 875 854 69 79 370 349 169 603
internal_count=3121 667 598 2454 321 2355 116 1874 99 277 481 223 105 455 75 1798 320 297 435 1478 55 54 875 854 69 79 370 349 169 603
is_linear=0
shrinkage=0.00196078


Tree=7567
num_leaves=31
num_cat=0
split_feature=1 3 52 1456 2 43 13 3 43 52 13 2 123 12 49 52 43 2 15 13 52 40 12 42 159 0 132 2 42 2
split_gain=0.301849 0.0707658 0.0514981 0.0318782 0.0334542 0.0322772 0.0340508 0.0403067 0.033704 0.0326009 0.0316228 0.0314315 0.0289554 0.0394551 0.0347716 0.0282957 0.0275006 0.0243534 0.0242733 0.0234746 0.0327506 0.0286021 0.0354904 0.0281947 0.0420892 0.0257998 0.0247503 0.0333473 0.0343439 0.0284402
threshold=0.10337500000000001 0.31370500000000007 -0.53964499999999982 -0.049894999999999995 0.14753000000000002 -0.073404999999999984 0.10820000000000002 -0.14186499999999996 -0.23714499999999997 0.12418000000000001 -0.0079349999999999993 0.092120000000000021 0.10695000000000002 -0.064509999999999984 0.055245000000000009 0.048770000000000008 0.0041500000000000009 -0.13033999999999998 -0.089964999999999976 -0.064619999999999983 -0.56176499999999996 -0.0061149999999999998 0.087215000000000015 -0.079539999999999986 0.03981500000000001 -0.046359999999999991 -0.088184999999999986 0.094095000000000012 -0.042239999999999993 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 5 8 7 -7 -5 10 -10 17 13 -9 16 -3 -15 -1 -6 21 -21 -13 -23 -22 26 -24 -25 -28 -29 -30
right_child=1 15 3 4 18 6 -8 12 9 -11 -12 19 -14 14 -16 -17 -18 -19 -20 20 23 22 25 24 -26 -27 27 28 29 -31
leaf_value=0.0025867222020072708 0.0063164883405809891 -0.00043685194290499544 0.0066735295543017305 0.0057568824079890666 0.0023122329165094664 0.0076648861353257394 0.00012113039032556118 0.0081993890671899702 0.0021998292707324325 0.0050778812778406535 -0.001139192627921987 0.0032569838226966874 0.0005586055657856733 0.003720838445961141 0.0068147142507856895 0.0030877907726201501 -0.00013282764703035355 0.0057965315144946844 -0.0018516671550016673 0.0080435732789337633 0.0054849236959494778 0.0091645881954220045 0.0058759399600903017 0.0054845676281339755 0.0065244361976201232 0.0022260426887355392 -0.00052710558274366825 0.00056949627862588783 0.0063347330267884243 0.0031651226533073434
leaf_weight=24 61 69 26 26 42 33 20 23 104 27 39 45 23 117 31 34 22 1565 21 25 142 31 249 42 47 21 26 37 38 111
leaf_count=24 61 69 26 26 42 33 20 23 104 27 39 45 23 117 31 34 22 1565 21 25 142 31 249 42 47 21 26 37 38 111
internal_value=0 0.0031525 0.00355878 0.00325514 0.00308681 0.0033798 0.00409097 0.00440983 0.00240375 0.00189092 0.00128919 0.0054892 0.00391253 0.00431222 0.00378631 0.000726622 0.00311091 0.00574805 0.000924266 0.00498389 0.00452215 0.00560845 0.00595999 0.00432342 0.00377547 0.00559206 0.0032668 0.00282743 0.00329634 0.00397348
internal_weight=0 718 615 554 528 465 269 249 196 170 143 2403 216 193 170 103 139 1589 63 814 468 346 301 443 301 270 254 212 186 149
internal_count=3121 718 615 554 528 465 269 249 196 170 143 2403 216 193 170 103 139 1589 63 814 468 346 301 443 301 270 254 212 186 149
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 2 2 1 11 52 4 1 150 49 39 2 13 51 1 3 12 13 0 47 50 49 42
split_gain=11.6762 1.51256 1.15035 0.789272 0.723328 0.580008 0.577982 0.380094 0.380458 0.376733 0.328465 0.247488 0.219554 0.184754 0.271031 0.246689 0.155257 0.151543 0.148908 0.135595 0.134935 0.115601 0.10786 0.107588 0.0921465 0.0837357 0.0830947 0.0803855 0.0779043 0.0746379
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.089885000000000007 -0.025214999999999998 0.11177500000000001 0.14285500000000004 0.092845000000000025 1.0000000180025095e-35 0.048770000000000008 -0.013514999999999998 0.086920000000000011 0.081835000000000019 -0.012034999999999999 0.096625000000000016 -1.0000000180025095e-35 -0.16152999999999998 0.11381000000000001 0.075045000000000014 -0.11171999999999999 0.095780000000000018 -0.47860499999999995 -0.081894999999999982 0.091680000000000011 0.041865000000000006 -0.054319999999999993 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 11 17 -9 13 -4 18 24 19 23 -16 -2 25 -1 -8 -10 22 -21 -15 -7 -3 -18 -13 -12 -20
right_child=1 5 10 -5 -6 12 9 8 20 -11 28 27 -14 14 15 -17 26 -19 29 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055677782579818195 0.00043055773895306912 0.00023352566903582844 0.00060339136849684133 0.00039943069901341702 0.00033731293033168835 0.00012912382443661818 0.00050302444566754294 0.00055168595459066834 0.00028752293324673658 0.00043571926943691846 0.00044074576914657909 0.00075381124428674292 0.00026097864455316803 0.00064377010502713792 0.00060986021277951259 0.00030897338849736409 0.00069141931701124763 0.00017297595429648416 0.00069759524694766714 0.00054494105654541122 0.00044469753598549115 0.00071203613055128374 0.00065683384667957184 0.00057414944349350129 -3.0553834725877425e-05 0.0003480504923645534 0.00057173929702742168 0.00089928850544281525 0.00031350543372092203 0.00066779494105584521
leaf_weight=36 20 45 37 45 74 33 21 39 84 39 37 40 34 235 20 22 38 63 741 37 28 138 316 134 24 54 54 23 37 573
leaf_count=36 20 45 37 45 74 33 21 39 84 39 37 40 34 235 20 22 38 63 741 37 28 138 316 134 24 54 54 23 37 573
internal_value=0 0.000341426 0.000647731 0.000656684 0.000487743 0.000274062 0.000661558 0.000314122 0.000384895 0.000624487 0.000452548 0.000686797 0.000136275 0.000632463 0.0006015 0.000452253 0.000587134 0.000248153 0.000681192 0.000657318 0.000326817 0.000663917 0.000645106 0.000618488 6.18911e-05 0.000295994 0.000621172 0.000806922 0.000377126 0.0006846
internal_weight=0 590 2531 2420 186 404 2375 313 151 962 111 1413 91 923 411 42 112 162 1350 512 112 491 353 369 57 99 92 63 74 1314
internal_count=3121 590 2531 2420 186 404 2375 313 151 962 111 1413 91 923 411 42 112 162 1350 512 112 491 353 369 57 99 92 63 74 1314
is_linear=0
shrinkage=0.00196078


Tree=7569
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 2 1 2 4 16 0 47 1 16 4 16 1 49 131 15 4 16 0 160 0 4 43
split_gain=12.7707 2.07483 1.35206 1.07617 0.731404 0.53464 0.470075 0.455885 0.375968 0.37018 0.317127 0.302905 0.257004 0.226504 0.360518 0.280399 0.196597 0.162285 0.140315 0.133584 0.164677 0.122652 0.127686 0.153569 0.107106 0.10562 0.119509 0.103434 0.101898 0.0975469
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.12958500000000003 0.076175000000000007 0.40473500000000007 0.14122000000000004 0.092845000000000025 0.14285500000000004 0.27834500000000006 -0.52595999999999987 -0.10607499999999999 0.078875000000000015 0.083135000000000014 -0.040964999999999994 0.0061450000000000003 0.10246000000000001 0.075045000000000014 -0.039339999999999993 0.082750000000000004 -0.41396999999999995 0.015030000000000002 -0.091354999999999978 -0.079119999999999982 -0.081069999999999989 -0.030209999999999997 -0.46376499999999993 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 10 13 -4 12 -5 11 -3 -6 14 15 -1 -7 25 -2 27 -21 22 -12 -24 -17 -15 -27 29 -28 -14
right_child=1 5 7 9 8 16 -8 -9 -10 -11 21 -13 19 17 -16 24 -18 -19 -20 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0006205840011208574 0.00030663995269842556 0.00035634692727532484 0.0006130361538478371 0.00057976000824332173 0.00037777447719979128 0.00025925748270538536 0.00081518528669115558 0.00035031458752985366 0.00039610540003719326 0.00033038927789996655 0.00013014528356975058 0.00016013162931812635 0.00063391905590260897 0.00067097464334860482 0.00077258226831667472 0.00031582830133963015 0.00051294407697723187 0.00057854052155877447 0.00047855426685190669 0.00049797390960678667 0.00068880801301191344 0.0002102892106346439 7.9485536803065054e-05 -0.00015243220231717542 0.00049641199608226451 0.00052932306174554081 0.00074414056973630979 0.00048869156106301666 0.00063154713533745673 0.00056849502986510054
leaf_weight=51 209 43 123 37 21 23 69 32 41 60 33 102 138 1116 27 23 24 96 20 21 101 20 23 21 28 39 35 41 264 240
leaf_count=51 209 43 123 37 21 23 69 32 41 60 33 102 138 1116 27 23 24 96 20 21 101 20 23 21 28 39 35 41 264 240
internal_value=0 0.000322927 0.000417376 0.000627907 0.000636258 0.000197431 0.000656571 0.000558797 0.000577374 0.00042551 0.000160265 0.00021832 0.000590598 0.000650052 0.000571109 0.000517778 0.0003888 0.000656622 0.000321654 0.00059886 0.00065596 7.34811e-05 3.79466e-05 -3.12025e-05 0.000414972 0.000661778 0.000631411 0.000582234 0.000644727 0.00059238
internal_weight=0 673 384 2448 2351 289 1748 155 603 97 242 145 562 1679 129 102 47 1550 229 541 122 97 77 44 51 1454 338 419 299 378
internal_count=3121 673 384 2448 2351 289 1748 155 603 97 242 145 562 1679 129 102 47 1550 229 541 122 97 77 44 51 1454 338 419 299 378
is_linear=0
shrinkage=0.00196078


Tree=7570
num_leaves=31
num_cat=0
split_feature=1 4 3 1 4 1 4 49 2 150 150 13 472 11 34 51 51 41 42 13 0 13 3 159 474 0 3 474 4 49
split_gain=0.356176 0.0830348 0.0472759 0.0355851 0.0354385 0.0344488 0.0349674 0.0371278 0.0344263 0.0253688 0.0258363 0.0234951 0.0301215 0.0228735 0.0267908 0.0245738 0.0326505 0.0311392 0.0298245 0.0305934 0.0304755 0.111134 0.0385125 0.0284009 0.0367588 0.0659757 0.0294291 0.0418362 0.0338255 0.031262
threshold=0.10337500000000001 0.27287000000000006 -0.07793499999999999 0.15964000000000003 0.09173000000000002 0.14173500000000003 -0.17966999999999997 0.0093850000000000027 0.092235000000000025 0.11156000000000001 0.11819500000000001 0.10443000000000001 -0.078554999999999986 0.080705000000000013 -0.05547499999999999 0.081440000000000026 0.087505000000000013 0.075585000000000013 0.084835000000000008 -0.043669999999999994 -0.071719999999999992 -0.066634999999999986 -0.082879999999999995 -0.016814999999999997 0.085860000000000006 -0.084509999999999988 -0.086554999999999979 0.083685000000000023 -0.085719999999999977 0.091325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 6 -4 -8 9 13 -11 12 -10 14 -1 17 -17 18 23 20 21 -20 -22 -16 26 -26 28 29 -25 -28
right_child=1 3 4 -5 -6 -7 7 -9 11 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0031108672726466984 0.0059731258114819261 0.0024821341337201378 0.0064446728610034511 -0.0011929611579097551 0.0063585676302318457 -0.00036975252535194158 0.0037300653995822313 0.00021341742241546806 0.008828178441358938 0.0014804719967524643 0.0060815861887441808 0.003837332276097085 0.005423102447620066 0.0087980739607968744 0.0089011194861748008 0.0013964262081398852 0.0056191169847412716 0.0092363087022464679 0.0059804759727374313 0.0020902772465805439 0.005385291177247252 -0.0016291763074696064 0.011372358148748225 0.0072109448888319997 0.00017275648812452955 0.0076677514726053112 0.0074592125770604166 0.011266971088049037 0.0052590682393966774 0.0033298068353906276
leaf_weight=28 120 288 35 29 40 25 143 38 27 23 26 90 687 34 55 21 143 37 475 22 21 20 22 163 24 23 220 27 195 20
leaf_count=28 120 288 35 29 40 25 143 38 27 23 26 90 687 34 55 21 143 37 475 22 21 20 22 163 24 23 220 27 195 20
internal_value=0 0.00335544 0.00431159 0.00214593 0.00360203 0.00314452 0.00355126 0.00299176 0.00589372 0.00616212 0.00392188 0.00535994 0.00555187 0.00623294 0.00617541 0.00623307 0.00507841 0.0063761 0.00629387 0.00574538 0.00589484 0.00567302 0.00844844 0.00671637 0.00653756 0.00384052 0.00674037 0.00753495 0.00614777 0.0071151
internal_weight=0 718 401 317 281 241 216 181 2403 1599 49 804 714 1550 1516 1488 164 1324 1287 560 538 495 43 727 672 47 625 267 358 240
internal_count=3121 718 401 317 281 241 216 181 2403 1599 49 804 714 1550 1516 1488 164 1324 1287 560 538 495 43 727 672 47 625 267 358 240
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=31
num_cat=0
split_feature=1 2 12 12 4 2 1 4 4 14 2 2 2 50 2 0 1 14 1 133 52 15 15 123 4 12 4 3 1 1
split_gain=14.5887 2.24564 1.6439 1.22695 0.736688 0.604525 0.551626 0.542948 0.439332 0.360877 0.308829 0.312185 0.302429 0.245946 0.224654 0.219747 0.182181 0.164348 0.147562 0.14028 0.136833 0.114563 0.113867 0.112561 0.108692 0.103416 0.105129 0.102672 0.100554 0.0959551
threshold=0.10538500000000002 0.14285500000000004 0.087215000000000015 -0.029094999999999999 0.40473500000000007 0.13247500000000004 0.09253500000000002 0.36766000000000004 -0.35136499999999998 0.062655000000000016 -1.0000000180025095e-35 0.10527500000000002 0.089775000000000008 0.086295000000000011 0.094835000000000017 -0.22491999999999998 0.12765500000000005 0.097795000000000007 0.091195000000000012 -1.0000000180025095e-35 -0.56176499999999996 -0.059484999999999989 -0.081924999999999984 0.09338500000000001 -0.0070899999999999991 0.095780000000000018 0.022185000000000003 0.14121000000000003 0.12040000000000002 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 16 7 14 9 -2 12 28 -12 18 22 -1 -14 24 -11 -5 -13 -17 -16 29 27 -4 -22 -27 -21 -10 -3
right_child=1 13 4 5 -6 -7 -8 -9 10 17 11 19 15 -15 21 20 -18 -19 -20 23 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00081840128515640528 0.0006032908557506364 0.00022361774170611868 0.00075302091217680368 0.00076965389659947015 0.00038694710540605065 0.00050620071893865736 0.00043045565027108806 0.00046722347879905412 0.00036155123628822027 0.0009173153779958122 0.00057947999195140951 0.00023060333540172881 0.00054203769829938141 0.00033649697358068687 0.00067538964921675315 0.0008225798454431012 0.00050284966885570496 0.00071477139332130836 0.00071326886385769781 0.00044023713798064168 0.00073109053278499624 0.0004877486762932274 1.1098016980195454e-05 0.00026350004854155522 0.00063636939482194707 0.00070435670474493662 0.00061778846011609255 0.00032780055575527269 0.00021458049804793129 8.4927692690342147e-05
leaf_weight=26 30 44 68 1100 46 42 71 27 25 67 30 26 28 27 29 46 21 20 213 102 458 22 25 25 56 235 70 45 63 34
leaf_count=26 30 44 68 1100 46 42 71 27 25 67 30 26 28 27 29 46 21 20 213 102 458 22 25 25 56 235 70 45 63 34
internal_value=0 0.000401154 0.000457133 0.000728182 0.000603149 0.000739289 0.000555119 0.000743613 0.000376529 0.000746949 0.000355 0.000393082 0.000741939 0.00016992 0.000670068 0.000712813 0.000671738 0.000870754 0.000760507 0.00036484 0.000718723 0.000594446 0.000126254 0.000385132 0.00070034 0.000712462 0.000684489 0.000405818 0.000256334 0.000163163
internal_weight=0 667 537 2454 191 2306 148 2264 346 2237 316 228 2150 130 77 837 145 87 1313 198 809 51 103 172 124 763 305 147 88 78
internal_count=3121 667 537 2454 191 2306 148 2264 346 2237 316 228 2150 130 77 837 145 87 1313 198 809 51 103 172 124 763 305 147 88 78
is_linear=0
shrinkage=0.00196078


Tree=7572
num_leaves=31
num_cat=0
split_feature=1 12 44 1 10 10 1375 484 3 3 13 43 4 16 401 52 12 39 3 2 49 42 40 0 1446 1456 481 1447 471 475
split_gain=0.356042 0.0940211 0.0606126 0.0519108 0.04241 0.0387657 0.0377311 0.0506733 0.0437554 0.0372237 0.040478 0.0363869 0.0323284 0.0283255 0.0269073 0.0282663 0.037706 0.031003 0.0346985 0.030745 0.0255191 0.0269182 0.0287188 0.0251329 0.0288974 0.0286994 0.0399534 0.0316948 0.0277721 0.0255168
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 -0.079859999999999987 -0.38851999999999992 -0.096099999999999977 -0.011244999999999998 -0.017889999999999996 -0.05647499999999999 0.05868000000000001 -0.11720999999999999 0.042705000000000007 0.27776000000000006 0.085605000000000014 -0.065544999999999978 -0.12529499999999996 0.098220000000000016 0.149315 0.12595500000000001 -0.083094999999999988 -0.035074999999999988 -0.012109999999999998 -0.085669999999999982 0.11483500000000001 0.082505000000000009 -0.081539999999999987 -0.085539999999999991 0.09074500000000002 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 5 -2 -5 -8 11 10 -6 -9 23 -10 15 -11 -17 18 19 -18 -1 22 -22 29 25 27 -27 -25 -29 -3
right_child=4 12 -4 6 9 -7 7 8 13 14 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0089735722070327026 0.0018107416573911906 0.0043069825117444532 0.0088959742461641646 -0.00046277530703016303 0.0062887448441380491 -0.0037376362294889985 0.0084503313923381604 0.0045836773305200041 0.0037499183175598531 0.00041060028225183487 0.0013922734360676259 -0.00061904146199727927 0.0049961811072785321 0.007593858790850002 -0.0013434523809701204 0.0067019991707056763 0.0026000374063317264 -4.2587497349207598e-05 0.0012827652890700847 0.0072074977991481619 0.0052858042358248326 0.0059625317737790904 0.00028620263678021731 0.00195969906413839 0.0020868973340839149 0.011443391031141139 0.0060885146897482244 0.0058053484737603279 0.0091110653132021151 0.0068033329930385356
leaf_weight=20 34 44 30 22 52 20 22 20 220 50 25 41 298 21 20 25 28 36 45 30 27 126 20 21 20 22 38 1128 26 590
leaf_count=20 34 44 30 22 52 20 22 20 220 50 25 41 298 21 20 25 28 36 45 30 27 126 20 21 20 22 38 1128 26 590
internal_value=0 0.00566626 0.00452116 0.00427767 0.00234264 -0.000244213 0.00354472 0.00381683 0.00347929 0.0027918 0.00469898 0.00108677 0.00596418 0.00408487 0.00216422 0.00249204 0.00312663 0.00248358 0.00336651 0.00498321 0.00559166 0.00520069 0.00315831 0.00611689 0.00585763 0.0059187 0.00805197 0.00580977 0.00587983 0.00663008
internal_weight=0 2756 569 539 365 54 346 324 302 311 77 61 2187 241 234 214 164 139 103 58 193 173 47 1889 1255 1235 60 1175 1154 634
internal_count=3121 2756 569 539 365 54 346 324 302 311 77 61 2187 241 234 214 164 139 103 58 193 173 47 1889 1255 1235 60 1175 1154 634
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=31
num_cat=0
split_feature=1 12 44 4 475 1 15 3 132 15 1 12 9 4 34 2 4 16 15 41 49 0 0 150 151 49 133 52 42 1185
split_gain=0.288394 0.076157 0.0490962 0.0448011 0.0475136 0.0504204 0.0384255 0.0368533 0.0369811 0.0353637 0.0360779 0.0330991 0.0287757 0.0397958 0.0270645 0.0483921 0.0303339 0.0248952 0.0240671 0.0255119 0.0317316 0.0279989 0.0383242 0.0266725 0.0242351 0.0235721 0.0273522 0.0233008 0.0227648 0.0252754
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 -0.074744999999999992 0.095950000000000021 -1.0000000180025095e-35 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.13820500000000002 -1.0000000180025095e-35 0.081890000000000004 0.40124500000000002 -0.038779999999999995 0.11870500000000002 -0.04890499999999999 0.23311500000000004 0.13592500000000005 0.085095000000000018 -0.097394999999999995 -0.14920999999999998 -0.14001499999999997 -0.091259999999999994 0.092070000000000013 0.12497000000000001 0.095000000000000015 0.15915500000000002 -0.12099999999999998 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 27 -5 14 9 -9 -11 -1 13 18 -2 -16 -17 -13 19 20 24 -22 -23 -24 -3 28 -27 -6 -25 -30
right_child=7 12 -4 4 5 -7 -8 8 -10 10 -12 17 -14 -15 15 16 -18 -19 -20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=0.0021715069725178181 0.00016715310795572462 0.0094820598715587567 0.0080063768057152627 0.0032353658648207788 0.0054488699046109489 0.0027714998657884602 -0.0029634651099331678 0.0022100226114906201 0.0033682936166379868 0.00022174342186190188 -0.0057847474014852199 0.0092558078109644931 0.0084968321764006694 0.0014370555414083917 0.0048866924504201948 0.005471136394355979 0.0013659989021511543 0.0054536357547119996 0.0030586355328771544 0.0024237112358345518 0.0080168338643852623 0.0015305474400520325 0.009028482290450484 0.0068939434679582568 0.0051613538331973059 0.0055461662172872038 0.0011260670177372439 0.0018207255320157858 0.0052883765969523669 0.0083716810163524426
leaf_weight=20 37 34 30 20 154 228 20 22 28 20 20 26 29 26 91 21 126 51 44 28 40 26 20 99 21 28 28 20 1737 27
leaf_count=20 37 34 30 20 154 228 20 22 28 20 20 26 29 26 91 21 126 51 44 28 40 26 20 99 21 28 28 20 1737 27
internal_value=0 0.00509963 0.00406905 0.0038499 0.00342281 0.00374986 0.00013595 0.00210837 0.000351918 -0.00101032 -0.0027815 0.00579605 0.00536776 0.00532571 0.00268321 0.00307436 0.00195245 0.00673749 0.00537314 0.00542191 0.00546266 0.00539766 0.00534434 0.00539548 0.00783234 0.00535762 0.00333612 0.00503184 0.00541838 0.00533557
internal_weight=0 2756 569 539 442 402 40 365 90 62 40 97 2187 2158 275 238 147 77 2132 2088 2060 2005 1965 1939 55 1919 56 174 1863 1764
internal_count=3121 2756 569 539 442 402 40 365 90 62 40 97 2187 2158 275 238 147 77 2132 2088 2060 2005 1965 1939 55 1919 56 174 1863 1764
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 10 457 14 0 4 0 52 42 15 48 11 4 2 16 16 1 52 0 16 42 0 4 150 16
split_gain=0.237844 0.0818152 0.0636905 0.0449154 0.0430315 0.0390426 0.0370775 0.0366469 0.0421396 0.0436619 0.0710233 0.0428707 0.0365214 0.0334278 0.0372411 0.0312703 0.0316189 0.0258296 0.0395295 0.0366616 0.0303934 0.028447 0.0274314 0.0253025 0.0288022 0.0294486 0.0245264 0.0239639 0.0369331 0.0308047
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.079859999999999987 0.29113500000000009 0.019675000000000002 -0.10836499999999999 -0.0016099999999999997 -0.14649999999999996 0.26391000000000003 1.0000000180025095e-35 -0.088749999999999982 0.13400000000000004 0.096970000000000015 -0.49405499999999997 -0.090999999999999984 0.19444000000000003 0.013515000000000001 0.085110000000000005 -0.084699999999999984 -0.095504999999999993 -0.014754999999999999 0.084635000000000016 0.051010000000000007 0.00063500000000000004 0.084495000000000015 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 7 -2 8 9 10 11 -6 13 14 -12 16 17 19 -19 -11 22 -21 23 -20 -25 -26 27 -24 29 -29
right_child=3 -3 -4 -5 5 -7 -8 -9 -10 15 12 -13 -14 -15 -16 -17 -18 18 20 21 -22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=0.0017539189942150795 -0.0013975138680484053 -0.00036337101857608297 0.0015529166879311492 0.0056689394166044502 0.0024909657029990829 0.0079573975014347147 0.0018900400621555094 0.0011937185383305467 0.0068352749139242068 0.0096118010365619112 0.0050037437975406652 -0.0024867241969332102 0.00083469395583961152 0.0029892149855260033 0.0095588082480909577 0.001152924051427323 0.00090111512574367239 0.0010067157227442497 0.009594519569405489 0.0026180318970647123 0.0041329534430438394 0.0063660845041194547 0.0051644412888776012 0.0091070652600716475 0.0061900009902876238 0.0023605021585743607 0.001456138303037733 0.0042607582502090166 0.007957359166307883 0.0012629861131223828
leaf_weight=48 39 33 65 28 62 38 285 29 95 26 50 24 20 37 28 23 20 27 21 27 450 81 1190 22 71 28 20 169 22 43
leaf_count=48 39 33 65 28 62 38 285 29 95 26 50 24 20 37 28 23 20 27 21 27 450 81 1190 22 71 28 20 169 22 43
internal_value=0 0.00458607 0.00464577 0.00182639 0.00472104 0.00477534 0.00149432 0.00472856 0.00476866 0.00468889 0.00334791 0.00110184 0.00477873 0.00546465 0.0066389 0.00482119 0.00485925 0.00489528 0.00480789 0.00624065 0.0048583 0.00542907 0.00506411 0.00639031 0.00583421 0.00510691 0.00493369 0.00498253 0.00405743 0.00365272
internal_weight=0 2769 2736 352 2671 2623 324 2585 2556 2461 221 86 135 115 78 2240 2217 2197 2063 134 2036 108 1586 142 121 99 1444 1424 234 212
internal_count=3121 2769 2736 352 2671 2623 324 2585 2556 2461 221 86 135 115 78 2240 2217 2197 2063 134 2036 108 1586 142 121 99 1444 1424 234 212
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 47 1 4 2 4 1 2 3 4 1 1 0 131 15 4 160 3 49 16 47 14 1
split_gain=16.6457 2.68469 1.67705 1.42422 0.854867 0.763478 0.581193 0.503287 0.491996 0.44757 0.40195 0.333884 0.317127 0.257416 0.406994 0.302714 0.210753 0.236978 0.168674 0.16491 0.159759 0.173721 0.174116 0.157314 0.146022 0.136312 0.132555 0.118807 0.147954 0.137003
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.095545000000000005 0.088725000000000012 0.062655000000000016 0.13501500000000002 0.13082500000000002 0.092845000000000025 0.27834500000000006 0.14285500000000004 0.27834500000000006 0.080270000000000022 0.089775000000000008 -0.12711499999999995 -0.013125 0.093100000000000002 0.075045000000000014 -0.019414999999999998 0.082750000000000004 -0.41396999999999995 -0.0039549999999999993 -0.067824999999999983 -0.010424999999999999 -0.053364999999999996 0.19444000000000003 0.090100000000000013 -0.23083499999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 27 13 16 11 -5 -7 12 -4 26 15 -15 18 -18 19 -6 21 -13 -23 -14 -25 -11 -1 28 -3 -30
right_child=1 2 8 9 7 10 -8 -9 -10 25 -12 20 23 14 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00082906147947733953 0.00078659398429349473 0.00052807932953110638 0.00046207316840454272 0.00071698058244565462 0.00077788923985744806 0.00070960353167163516 0.00099027537122494021 0.00053649067686980265 0.00049331583666048105 0.00052969426736659754 0.00044827486609180128 0.00023205347034905329 0.00039690102888025085 0.00056535775272234425 0.00054230558130295334 0.00079558848341064578 0.00072631458127258674 0.0005380360181666935 0.00085268742086321177 0.00063419676125357142 0.00031967324312027616 0.00017161410206182007 -6.9882594449582568e-05 0.0003148029378601624 0.00014308007789230222 0.00033912688071691393 0.00072481099452052701 0.00053509378532391532 0.00041014589880082071 0.00026188889223052042
leaf_weight=1090 76 33 39 37 160 72 70 48 37 31 33 33 23 23 28 484 226 29 90 38 20 22 24 32 47 27 49 33 138 29
leaf_count=1090 76 33 39 37 160 72 70 48 37 31 33 33 23 23 28 484 226 29 90 38 20 22 24 32 47 27 49 33 138 29
internal_value=0 0.000438923 0.000395958 0.000783817 0.000793392 0.000488651 0.000815232 0.000728943 0.000282853 0.000548476 0.000627472 0.000250407 0.000311688 0.000807912 0.000772435 0.000785144 0.000745955 0.000704903 0.000782304 0.000750312 0.000163127 0.000123495 4.56158e-05 0.000254188 0.000212639 0.000440982 0.000824577 0.000426093 0.000408108 0.000384401
internal_weight=0 691 615 2430 2335 338 1744 591 277 95 105 240 141 1674 535 507 543 255 288 198 99 79 46 102 79 58 1139 233 200 167
internal_count=3121 691 615 2430 2335 338 1744 591 277 95 105 240 141 1674 535 507 543 255 288 198 99 79 46 102 79 58 1139 233 200 167
is_linear=0
shrinkage=0.00196078


Tree=7576
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 3 3 132 124 48 133 52 12 15 4 12 41 4 2 1 475 0 4 133 42 42 159 483 133 3
split_gain=0.25205 0.0647964 0.0409853 0.043285 0.0335394 0.0352828 0.0309915 0.0318984 0.0308146 0.0382884 0.0340658 0.0320742 0.0304594 0.0284349 0.0357385 0.0249699 0.0405559 0.0271696 0.025676 0.0643596 0.0354946 0.0363646 0.0327793 0.0294886 0.0304528 0.0696514 0.0292667 0.0361781 0.0298073 0.0258984
threshold=0.11829500000000003 0.078300000000000008 -0.22860499999999997 -0.078139999999999973 0.12178000000000001 -0.14847999999999997 0.31370500000000007 0.10365500000000001 -0.087894999999999987 0.083685000000000009 0.086990000000000012 0.0046550000000000003 -0.069644999999999985 -0.41396999999999995 0.27834500000000006 0.092550000000000007 0.077565000000000009 -0.50262499999999988 0.088930000000000023 0.083345000000000016 -0.088274999999999978 -0.072594999999999979 -0.081839999999999982 0.11269500000000002 -0.078304999999999986 0.090990000000000015 0.11361500000000001 -0.095084999999999989 0.10275500000000001 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -2 13 -4 11 -11 12 -10 -8 -15 17 -17 -3 20 22 -19 23 -20 26 -25 -26 27 -22 29 -29
right_child=6 15 3 4 -6 -7 7 -9 9 10 -12 -13 -14 14 -16 16 -18 18 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-9.3521906707722414e-05 0.0024663712653035133 0.0083828478085773966 0.0055066382670174207 0.0015187674322751938 0.0023205235935165546 0.00529878869752245 0.0019510232499504291 0.0031299404816568961 -0.0036164039270564297 0.005540234315572534 0.00096576995457764024 0.0033090000506490469 0.001476201139714407 0.00046420380356721586 -0.0055139619624242188 0.004660365672745379 0.00030722695413384253 0.0021578812240477421 0.0016523095502634533 9.7133409387121598e-06 0.0097035424148833212 0.0093072649433743222 0.0051801058028107484 0.0061270351728631399 -0.002497523631900549 0.0054929181496845558 0.0022297108788043264 0.005360206669111375 0.0092267145275730985 0.0078551968043029784
leaf_weight=26 275 27 31 27 56 289 22 28 24 41 27 25 23 20 20 787 22 32 29 30 22 25 287 27 20 24 25 764 22 44
leaf_count=26 275 27 31 27 56 289 22 28 24 41 27 25 23 20 20 787 22 32 29 30 22 25 287 27 20 24 25 764 22 44
internal_value=0 0.00473566 0.00378504 0.00397076 0.00457609 0.00497581 0.00193923 0.000328508 0.00265389 0.00202221 0.0037239 0.000415055 -0.00112428 -0.000936656 -0.00252488 0.00498298 0.00454199 0.00524188 0.00517911 0.00443612 0.0054349 0.00554268 0.00485635 0.0054434 0.00348323 0.0018609 0.00560209 0.00570105 0.00559496 0.00549607
internal_weight=0 2756 569 543 372 316 365 90 171 140 68 72 47 62 40 2187 809 1378 1351 346 1005 973 316 948 71 44 877 852 830 808
internal_count=3121 2756 569 543 372 316 365 90 171 140 68 72 47 62 40 2187 809 1378 1351 346 1005 973 316 948 71 44 877 852 830 808
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 2 1 14 0 16 1 2 49 49 4 159 150 2 0 11 15 160 1 52 52 4 0 3
split_gain=14.9164 2.42636 1.23726 1.16832 0.846705 0.778726 0.479245 0.43331 0.390477 0.382034 0.302046 0.262643 0.260513 0.209264 0.207569 0.173218 0.154076 0.152248 0.146689 0.165161 0.137706 0.1939 0.135937 0.182339 0.134732 0.133704 0.114291 0.116329 0.152728 0.130813
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11654500000000001 0.089885000000000007 0.085505000000000012 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.22491999999999998 -0.042349999999999992 0.091195000000000012 0.14838000000000004 -0.054984999999999992 -0.009244999999999998 0.038415000000000012 0.08154500000000002 1.0000000180025095e-35 0.11237500000000002 0.18019500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.077459999999999987 0.13075500000000004 1.0000000180025095e-35 0.40674500000000008 -0.46376499999999993 -0.070499999999999993 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 17 9 13 10 -4 12 15 -8 26 22 -2 -7 20 18 19 -3 21 -12 23 -6 -5 -18 27 -1 29 -29
right_child=1 4 8 24 6 7 11 -9 -10 -11 16 -13 -14 -15 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00089750235809653062 0.00049474500850135207 0.00060850239078014319 0.00067574609159099875 0.00042418324032469706 0.00033778563966800596 0.00040360337671111607 0.00029897156785301513 0.00050740576641378449 0.00041500842184236477 0.00091611088342387727 0.00071373898128702094 0.00054595104181299017 0.00069418467184373248 0.00011501825524658896 0.00069795046644588671 0.00065857589237885874 0.00061869056776306115 0.00031541823890705748 0.00038599768248830167 0.00040680948744975059 0.00056110317508379617 0.00081994910299583196 0.00038173789220392857 0.00016730137953933829 0.00025035353648336303 0.00072017398973306022 0.00064568175827836246 0.00077443661108918336 0.00062683352128809736 0.00062489043982764611
leaf_weight=27 23 37 34 60 34 20 49 48 63 59 556 25 226 74 121 21 123 37 56 27 20 75 23 83 24 84 29 1011 29 23
leaf_count=27 23 37 34 60 34 20 49 48 63 59 556 25 226 74 121 21 123 37 56 27 20 75 23 83 24 84 29 1011 29 23
internal_value=0 0.000393813 0.000723419 0.000558292 0.00030954 0.000732373 0.00024639 0.000688921 0.000506401 0.000761681 0.000698613 0.000382411 0.000754906 0.000199355 0.000665494 0.000534199 0.000706469 0.000425381 0.000459286 0.000523413 0.000721286 0.000726363 0.000243934 0.000216844 0.000374518 0.000659872 0.00076717 0.000770402 0.000767174 0.00077111
internal_weight=0 673 2448 228 445 2351 288 947 97 1404 899 74 1345 214 144 41 858 157 120 64 651 631 140 117 84 207 1119 1090 1063 1034
internal_count=3121 673 2448 228 445 2351 288 947 97 1404 899 74 1345 214 144 41 858 157 120 64 651 631 140 117 84 207 1119 1090 1063 1034
is_linear=0
shrinkage=0.00196078


Tree=7578
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 4 14 1 123 2 2 34 0 3 1 16 52 13 14 151 391 0 12 4 16 1456 3 49
split_gain=8.74188 1.4692 0.856144 0.82951 0.43965 0.382569 0.356196 0.32208 0.274799 0.228624 0.227293 0.220851 0.152151 0.157162 0.151834 0.138923 0.113439 0.100357 0.0884163 0.0871693 0.0757732 0.0744289 0.0706772 0.0694053 0.0647924 0.0616557 0.0601109 0.0786369 0.0824364 0.0592001
threshold=0.10538500000000002 0.12337000000000002 1.0000000180025095e-35 0.087215000000000015 0.13501500000000002 0.085505000000000012 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.088205000000000019 0.089885000000000007 0.13754500000000003 -1.0000000180025095e-35 -0.22491999999999998 0.149315 0.091195000000000012 0.10246000000000001 -0.56176499999999996 -1.0000000180025095e-35 0.096015000000000017 -0.089309999999999987 -1.0000000180025095e-35 -0.026509999999999995 0.095780000000000018 0.024790000000000003 -0.079504999999999978 0.056265000000000009 -0.12711499999999995 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 12 8 -5 11 -4 15 16 13 -3 -13 -7 26 21 -16 -15 -10 -2 -20 -6 -24 -26 -1 28 -28 -11
right_child=1 5 9 7 23 10 -8 -9 20 29 -12 14 -14 19 18 -17 -18 -19 22 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00062017345996340689 0.00040121349122594386 0.00012301126917294575 0.00052357808812473062 0.00055954757857497501 0.00047475057151899036 0.00047287769803479936 0.00035508786781858178 0.00033795662148965194 0.00073200715858428211 0.00038164952015794272 0.00015701170802902495 0.0004124188047651805 0.00011733811788949045 0.00021933205283471591 0.00064537862835027985 0.00027670768103089884 0.00055672514475027101 0.00045670116311121806 0.00044186603284769637 0.00035704604085242628 0.00060195230264094919 0.00029537312302002031 0.00057456750238048498 0.00032511019846073286 0.00055283917141336176 0.00048617467771962594 0.00046728512004407403 0.00063421553954956869 0.00058543969262269595 0.00026317436087836498
leaf_weight=545 30 40 34 119 22 35 26 32 61 34 21 27 102 43 46 23 220 20 20 30 24 172 462 26 235 69 24 128 420 31
leaf_count=545 30 40 34 119 22 35 26 32 61 34 21 27 102 43 46 23 220 20 20 30 24 172 462 26 235 69 24 128 420 31
internal_value=0 0.000318769 0.00057192 0.00040047 0.000579429 0.000215115 0.000583294 0.000512588 0.000585895 0.000393294 0.000331801 0.000581661 0.00017224 0.000221797 0.000557129 0.000395086 0.000597422 0.00032421 0.000561825 0.000275927 0.000695286 0.000311092 0.000556935 0.000393695 0.000559939 0.000537708 0.000605437 0.000591397 0.000579053 0.000325146
internal_weight=0 667 2454 373 2355 294 2307 151 2281 99 79 2196 215 113 859 58 1337 222 832 73 85 202 786 48 766 304 1117 572 444 65
internal_count=3121 667 2454 373 2355 294 2307 151 2281 99 79 2196 215 113 859 58 1337 222 832 73 85 202 786 48 766 304 1117 572 444 65
is_linear=0
shrinkage=0.00196078


Tree=7579
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 1 2 2 4 1 2 16 4 1 2 150 159 0 2 159 12 151 4 3 2 15 10
split_gain=17.2756 2.9884 1.66742 1.40558 0.781792 0.721826 0.54469 0.530156 0.490569 0.477935 0.410659 0.422142 0.306988 0.274674 0.218549 0.212281 0.234225 0.20066 0.196047 0.248069 0.175446 0.171997 0.140687 0.138116 0.129087 0.129049 0.127573 0.124057 0.122167 0.11932
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.095545000000000005 0.12958500000000003 0.062655000000000016 0.27834500000000006 0.092845000000000025 0.14960000000000004 0.14960000000000004 0.27834500000000006 0.086920000000000011 0.089775000000000008 -0.040964999999999994 -0.013125 0.093100000000000002 -0.0091949999999999983 0.084680000000000019 0.076905000000000015 0.14486500000000005 0.11474000000000002 0.030370000000000005 0.095780000000000018 -0.014594999999999999 -0.013514999999999998 -0.0069549999999999994 0.089885000000000007 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 10 12 25 -5 15 11 24 27 17 -7 20 23 -14 19 21 22 26 -6 -17 -3 -4 -2 -1 -12 -30
right_child=1 5 7 8 9 14 -8 -9 -10 -11 28 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00081830765685880866 0.0004947861725208806 0.00031802076873753003 0.00078948722222208043 0.00071065970827298756 0.00076399798016013143 0.00035037846182999399 0.000967897040252926 0.00046601472868866133 0.00042170699807973311 0.00045599024925453989 0.00020799161683694988 0.00021500875748184487 0.00060272284436459634 0.00052175381403489431 0.00061785379862960648 0.00075757794048846028 0.00052156654905031628 0.00076931000189117823 0.00034681420172307366 0.00036078891250584011 0.00062454287422223601 0.00042524720639205694 0.00090456742470510247 0.00066338470481032343 0.00052755159897614561 0.00066498408589344229 0.00068592004001926461 0.00077323784824426776 0.00014201037525473273 -4.9561443610810766e-05
leaf_weight=931 25 20 73 37 234 23 70 36 58 26 28 118 30 20 24 114 29 379 88 56 31 38 31 126 26 57 29 314 25 25
leaf_count=931 25 20 73 37 234 23 70 36 58 26 28 118 30 20 24 114 29 379 88 56 31 38 31 126 26 57 29 314 25 25
internal_value=0 0.000416683 0.000526014 0.000768042 0.000777554 0.000264602 0.00079844 0.000676585 0.000534246 0.000715921 0.000221416 0.000277121 0.000791354 0.000746119 0.000486962 0.000727883 0.000688014 0.000757091 0.000420104 0.000463682 0.000764115 0.000526312 0.000780442 0.000708126 0.000436451 0.000734897 0.000597432 0.000806941 0.000104295 4.62245e-05
internal_weight=0 691 402 2430 2335 289 1744 166 95 591 242 164 1674 429 47 565 269 409 236 148 296 92 265 240 46 130 54 1245 78 50
internal_count=3121 691 402 2430 2335 289 1744 166 95 591 242 164 1674 429 47 565 269 409 236 148 296 92 265 240 46 130 54 1245 78 50
is_linear=0
shrinkage=0.00196078


Tree=7580
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 4 1 0 49 1 4 457 50 4 0 3 475 47 3 12 15 15 39 3 4
split_gain=15.0007 2.46886 1.53506 1.26911 0.817612 0.795208 0.558413 0.449919 0.426539 0.442718 0.381867 0.373118 0.247032 0.328085 0.228738 0.199791 0.192619 0.183436 0.152821 0.196033 0.153616 0.119496 0.113681 0.0842184 0.0800088 0.0799748 0.0789132 0.0918785 0.077576 0.0747318
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.14960000000000004 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.09253500000000002 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0061450000000000003 0.080930000000000016 0.086295000000000011 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 -0.069854999999999987 0.090100000000000013 0.076840000000000006 0.11734000000000001 -0.037864999999999989 -0.41942499999999994 0.092310000000000017 -0.017889999999999996 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 16 9 25 -6 -5 13 14 -1 18 21 26 -14 -20 -21 -7 -3 -16 -23 -4 -10 -28 -11 -25
right_child=1 2 8 11 10 7 -8 -9 17 28 -12 -13 15 -15 23 -17 -18 -19 19 20 -22 24 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00064897315743052614 0.00065795219131702467 0.00028506687410828234 0.00043868491239719811 0.00059634846728617342 0.00059429954647919117 0.00069727229901208774 0.00083836239801207083 0.0003342336649145386 0.00011072784936165109 0.00023219900344973246 0.00033044982628495085 0.00034147245415804955 0.00084125323114695957 0.00075602526888088979 0.00036166030877068933 0.00059893582036038421 0.00041245445828227436 0.0002376770454379207 0.00069325752247428819 0.00051868855619296972 0.0006547082438505572 0.00060792516026924551 0.00040969722182116402 0.00058087000032222699 0.00051833273139043502 0.00029852034190681474 -7.8886619001476165e-05 8.2709803616892835e-05 0.00011484481541879795 0.00042273258972986069
leaf_weight=45 74 191 29 34 71 52 79 26 35 32 30 63 23 36 20 118 20 22 1146 35 363 297 33 27 44 34 31 24 67 20
leaf_count=45 74 191 29 34 71 52 79 26 35 32 30 63 23 36 20 118 20 22 1146 35 363 297 33 27 44 34 31 24 67 20
internal_value=0 0.000320068 0.000278326 0.000650604 0.000369466 0.000659672 0.000676952 0.000584414 0.000170221 0.000234546 0.000515928 0.00043081 0.000669995 0.00059319 0.000540849 0.000676742 0.000600164 7.71779e-05 0.000682601 0.000680237 0.000642747 0.000609716 0.000303428 0.000468229 0.000596365 0.000363041 3.79447e-05 -8.37182e-06 0.000152777 0.000513577
internal_weight=0 673 599 2448 325 2351 1912 439 274 162 101 97 1833 148 112 1685 413 112 1567 1544 398 393 224 67 341 63 90 55 99 47
internal_count=3121 673 599 2448 325 2351 1912 439 274 162 101 97 1833 148 112 1685 413 112 1567 1544 398 393 224 67 341 63 90 55 99 47
is_linear=0
shrinkage=0.00196078


Tree=7581
num_leaves=31
num_cat=0
split_feature=1 52 1 12 150 4 2 14 4 52 49 0 52 15 49 132 14 0 160 475 50 1213 16 1429 475 402 159 13 16 13
split_gain=0.438545 0.121413 0.0695661 0.0453175 0.0541503 0.047732 0.0442961 0.0395192 0.0358218 0.0474294 0.0387887 0.0365387 0.0396815 0.0504744 0.0426674 0.0352306 0.0316465 0.0299324 0.0437037 0.0353388 0.0333217 0.0334773 0.035273 0.0374207 0.044087 0.0300713 0.029694 0.0268277 0.0449307 0.031197
threshold=0.10124500000000002 -0.40967499999999996 0.13657000000000002 0.085885000000000017 0.083250000000000005 -0.010384999999999998 0.13404500000000005 0.062655000000000016 0.033845000000000007 1.0000000180025095e-35 -0.023059999999999997 -0.11173999999999999 -0.083374999999999991 -0.095869999999999983 -0.061079999999999988 0.090145000000000017 -0.46413499999999996 -0.085669999999999982 -0.55045999999999984 -0.091889999999999986 0.10861000000000003 0.104315 0.013515000000000001 0.083985000000000018 -0.016104999999999998 0.08865000000000002 0.10620500000000001 -0.091904999999999987 0.052820000000000013 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 15 5 -5 7 8 11 10 -10 12 -1 -14 -15 16 -3 20 -19 -20 21 22 23 24 -13 27 -18 28 -21 -29
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 17 13 14 -16 -17 26 18 19 25 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0085769142385106537 0.0069456970015558984 0.0072343025202696622 0.0014946748397436321 0.009527856467532056 0.00084534601267913115 0.0050028943095078819 0.0035022346849306208 0.0086067971762981317 0.00041891387220294705 0.0071002802630472511 0.0049804380181082807 0.0040110429782154308 0.0074926146200265404 0.004816666219140525 -0.0011514191608875989 -0.0006551003295250915 0.0034800152052976673 0.0019131841509425569 0.0093300607607721599 0.00058578828322259312 0.0055026429087116288 0.0044447063798865967 0.0044635138956123392 0.011903652378047507 0.008122678034341765 0.0078341920307138935 -0.00050381656270474199 0.0084840311435982595 0.0065355704159689295 0.0062018058817389695
leaf_weight=20 102 21 170 31 23 94 49 89 21 108 166 28 22 23 25 22 290 21 43 22 87 31 29 24 380 132 20 64 30 934
leaf_count=20 102 21 170 31 23 94 49 89 21 108 166 28 22 23 25 22 290 21 43 22 87 31 29 24 380 132 20 64 30 934
internal_value=0 0.00373127 0.00324264 0.00383576 0.00530458 0.00612508 0.00647736 0.00654077 0.00645757 0.0054318 0.00446818 0.00661559 0.0046486 0.00352622 0.00170829 0.00321993 0.00347749 0.00671259 0.00643652 0.00651406 0.00730669 0.0076257 0.0078396 0.00806624 0.00784051 0.00641162 0.00322299 0.00623278 0.00401835 0.00634816
internal_weight=0 773 671 501 148 125 2348 2299 2210 295 187 1915 90 70 48 353 331 1825 1246 1225 579 492 461 432 408 1182 310 1050 52 998
internal_count=3121 773 671 501 148 125 2348 2299 2210 295 187 1915 90 70 48 353 331 1825 1246 1225 579 492 461 432 408 1182 310 1050 52 998
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 15 2 133 10 15 0 3 151 4 15 4 3 4 4 3 52 2 4 12 0 4 16 51 48 43
split_gain=0.358842 0.0933257 0.0524825 0.0453726 0.0457305 0.0378477 0.035589 0.0485091 0.0441463 0.0360499 0.0349315 0.0305102 0.0343875 0.0300703 0.0984724 0.0297134 0.0319957 0.0407956 0.0516003 0.029661 0.0293611 0.0443216 0.0268728 0.0260876 0.0256435 0.028415 0.0283103 0.0240539 0.0236887 0.0287637
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.080200000000000007 0.035560000000000008 0.13622000000000004 0.088385000000000005 0.058500000000000003 -0.41942499999999994 -0.23194499999999998 -0.11171999999999999 0.095500000000000015 -0.064054999999999987 -0.03241999999999999 0.40124500000000002 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 0.0022600000000000003 0.13796000000000003 0.081685000000000021 0.015030000000000002 0.10408500000000002 -0.13843999999999998 0.0033150000000000007 -0.061854999999999993 -0.43587999999999999 0.092680000000000026 -0.081374999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 -5 11 8 9 23 -8 -1 -4 28 -12 -15 16 20 18 -18 -10 21 -3 -11 -2 -19 -26 -27 -28 29 -13
right_child=3 15 5 4 -6 -7 7 -9 19 22 13 12 -14 14 -16 -17 17 24 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.009523187512505419 0.0029770113059163811 0.011480963120236993 0.00030835744411010171 0.0050462583459311115 -0.00016493141689958674 0.0068646809219249667 0.0016746612380524224 0.0047919636918231853 0.0027455007191747429 0.00048428904670088187 0.0068632596466664435 0.0025816905918314629 -0.00029888281424064191 0.0060424016343619625 -0.00098811567122875543 0.0031292324467549885 0.0057199676205138012 0.0027188224084675316 -0.00093050582101568587 -0.0024526100879049173 0.0035375515511259434 0.0069352138618763619 -0.0038916135491389365 0.0069705061769733834 0.0061232764357248559 0.0059262538449516766 0.0058420263633118287 0.0031641668257569632 0.0023231981716190396 0.0052065896559491736
leaf_weight=22 74 25 29 85 21 35 41 20 21 23 72 57 20 76 27 38 28 25 20 23 20 151 36 21 1553 188 51 98 65 156
leaf_count=22 74 25 29 85 21 35 41 20 21 23 72 57 20 76 27 38 28 25 20 23 20 151 36 21 1553 188 51 98 65 156
internal_value=0 0.00560772 0.00445408 0.00227105 0.00401385 0.00373928 0.00155778 0.000296175 0.00264694 -0.000602983 0.00576755 0.00340476 0.00370609 0.00529542 0.00419945 0.00590125 0.00595004 0.00582839 0.00294894 2.83064e-05 0.00716833 0.00758092 -0.00218575 0.00385978 0.00590057 0.00594265 0.00511029 0.00408075 0.00399422 0.00450415
internal_weight=0 2756 559 365 106 362 259 120 139 100 197 327 298 175 103 2197 2159 1963 48 44 196 176 59 95 1915 1890 337 149 278 213
internal_count=3121 2756 559 365 106 362 259 120 139 100 197 327 298 175 103 2197 2159 1963 48 44 196 176 59 95 1915 1890 337 149 278 213
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 2 2 2 4 1 39 123 2 14 15 3 11 1 0 475 475 52 0 14 11 3 4 52 0 147
split_gain=12.1556 2.04124 1.25723 0.959327 0.715393 0.678509 0.52997 0.443343 0.395396 0.377125 0.365286 0.327015 0.309694 0.267627 0.201312 0.189513 0.118137 0.112934 0.106157 0.101084 0.138571 0.0981588 0.0952965 0.0907597 0.0903303 0.085584 0.0972274 0.0865914 0.118674 0.0838329
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.27834500000000006 0.091265000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.14122000000000004 0.42051500000000003 0.090405000000000013 0.08512500000000002 1.0000000180025095e-35 0.14285500000000004 0.062655000000000016 -0.41396999999999995 -0.014944999999999998 1.0000000180025095e-35 0.084785000000000013 -0.092759999999999995 -0.088274999999999978 -0.10344499999999998 0.31359500000000001 -0.010949999999999998 -0.41790499999999997 0.08776500000000001 -0.11171999999999999 -0.0073899999999999999 0.039215000000000007 -0.10836499999999999 0.089810000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 6 15 11 12 13 18 16 -4 19 23 -3 25 -13 -11 20 -1 -21 -9 -10 -18 -6 -27 28 -28 -7
right_child=1 2 8 -5 7 29 -8 22 14 10 -12 17 -14 -15 -16 -17 24 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00072855612421347425 0.00068381595933738758 0.00049042517739329846 0.00040457396683725504 0.00032692581899098906 0.00056521760812704104 0.00037229165773357292 0.00065346170925016797 0.00052786029772667763 0.00030481641320423338 0.00056717383305610774 0.00043180467028163265 0.0006139387438694636 0.00021140216022593744 0.00084218624130812884 4.0359921538698762e-05 0.00025401867265396368 0.00078915354528792203 0.00042825004423194002 0.00068088031642740308 0.00071969864103317896 0.00050050420430945415 0.00061703867219273982 0.00033874112309194082 0.00018027095187566543 0.00065087247856746553 0.00067410883185500228 0.0004544592751007454 0.00066455905694587554 0.00061578556249168679 0.00025894707893704628
leaf_weight=21 76 32 76 30 46 186 69 21 31 37 29 20 55 65 33 22 42 34 215 1112 20 37 20 82 32 362 20 125 142 29
leaf_count=21 76 32 76 30 46 186 69 21 31 37 29 20 55 65 33 22 42 34 215 1112 20 37 20 82 32 362 20 125 142 29
internal_value=0 0.000380658 0.000343195 0.000675387 0.000679743 0.000423451 0.000539601 0.000634606 0.000245264 0.000705133 0.000640203 0.00064452 0.000323471 0.000719671 0.000175092 0.000394111 0.000654877 0.000497024 0.000664185 0.000712979 0.000617311 0.000716393 0.000435607 0.000214438 0.000729356 0.000646947 0.00065274 0.000625786 0.000595869 0.000357003
internal_weight=0 691 615 2430 2400 338 123 864 277 1536 281 823 131 1255 146 54 769 54 252 1190 41 1149 41 113 74 695 649 287 162 215
internal_count=3121 691 615 2430 2400 338 123 864 277 1536 281 823 131 1255 146 54 769 54 252 1190 41 1149 41 113 74 695 649 287 162 215
is_linear=0
shrinkage=0.00196078


Tree=7584
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 1 16 0 52 1 1 1 49 2 11 2 50 1 1 3 49 481 15
split_gain=21.979 3.50892 1.95479 1.6135 1.21067 1.04815 0.736976 0.65556 0.598419 0.544503 0.49506 0.353504 0.324692 0.314471 0.313824 0.282768 0.216598 0.191889 0.183556 0.183122 0.180952 0.161851 0.142118 0.13668 0.121308 0.11754 0.103772 0.0931418 0.0921408 0.0878958
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.15289999999999995 0.089625000000000024 -0.52595999999999987 -0.10224499999999999 -0.52606999999999993 0.16175000000000003 0.12000500000000001 0.13075500000000004 -0.054984999999999992 0.089525000000000007 0.081790000000000015 -1.0000000180025095e-35 0.041865000000000006 0.13288500000000003 0.12958500000000003 -0.11171999999999999 -0.054319999999999993 -0.0066299999999999996 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 17 12 25 -4 13 -10 20 -7 -14 -2 23 -3 -5 -17 29 26 -16 -6 -13 -8 -15 -11 -22 -1
right_child=1 4 9 18 16 10 8 -9 11 27 -12 24 14 21 22 19 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034420153296951398 0.0033449453574796815 0.002833056975813473 0.0032186445617895776 0.0029273156247107811 0.0026015913396579284 0.0029961754878362018 0.0031577004114220135 0.0034981746637907313 0.0030952346208048803 0.0029832860109027834 0.0030111171194721442 0.0028401510040114509 0.0030997806686926693 0.0031234312758726228 0.003128615356384114 0.0029919895582617611 0.0024278296114238593 0.0026393398421191774 0.0027244199822151582 0.0031982711372572073 0.0033670886641456966 0.0033549863966851456 0.0032928679347817417 0.002772190243590112 0.0026836028498549301 0.0029672032360937078 0.0032437039698336241 0.0028346792570327671 0.0032822826723734903 0.0033359722963828002
leaf_weight=31 43 28 34 60 65 20 33 76 20 34 41 141 43 30 22 21 21 66 24 78 56 48 255 25 22 20 342 31 409 982
leaf_count=31 43 28 34 60 65 20 33 76 20 34 41 141 43 30 22 21 21 66 24 78 56 48 255 25 22 20 342 31 409 982
internal_value=0 0.00288609 0.00328749 0.00308475 0.00278428 0.00329884 0.00284386 0.0033198 0.00290235 0.00301758 0.00321719 0.00284921 0.00331226 0.00323639 0.00325563 0.00321218 0.00260714 0.00269704 0.00286935 0.00315451 0.00332452 0.00324783 0.00327982 0.00264898 0.00281902 0.00308581 0.003234 0.00291241 0.0032925 0.00333922
internal_weight=0 667 2454 226 441 2355 330 1874 236 99 481 183 1798 440 320 142 111 94 84 99 1478 420 277 90 163 53 372 65 465 1013
internal_count=3121 667 2454 226 441 2355 330 1874 236 99 481 183 1798 440 320 142 111 94 84 99 1478 420 277 90 163 53 372 65 465 1013
is_linear=0
shrinkage=0.00196078


Tree=7585
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 1 2 4 150 47 2 1 15 3 160 15 0 131 2 160 3 48 12
split_gain=22.013 3.57437 2.13753 1.89265 1.27741 1.11404 0.650807 0.638051 0.548728 0.487799 0.485756 0.421079 0.364421 0.42492 0.317654 0.294085 0.233958 0.224546 0.201243 0.196605 0.278528 0.259733 0.201871 0.170072 0.163106 0.228139 0.143781 0.192623 0.123283 0.121087
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14285500000000004 0.40473500000000007 0.14960000000000004 0.089625000000000024 0.090425000000000019 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 -0.0091949999999999983 0.076935000000000017 0.024640000000000006 -0.12018999999999998 -0.020569999999999995 0.081070000000000017 -0.030209999999999997 0.082750000000000004 0.31358000000000003 -0.067824999999999983 -0.010424999999999999 0.081805000000000017 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 12 9 -5 14 -6 15 19 17 -4 18 -3 -14 23 20 21 -1 -21 -7 25 -11 -16 -28 -10 -22
right_child=1 2 7 8 10 11 -8 -9 28 24 -12 -13 13 -15 26 -17 -18 -19 -20 22 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00066519484922192458 0.00094545565794306461 0.0004873390854959211 0.00055007597767734362 0.0009024071384544799 0.00086768526574650779 0.00088681368055256577 0.0011496464111549075 0.0006124980949647424 0.00046346222470496215 0.00024130168897866608 0.00057010101775328316 0.00062314550958427731 0.00073820839160441943 0.00064765452315994332 0.00047845451902829979 0.00069220089207531186 0.00066613151702368042 0.00093991576337524923 0.0009742034483265897 0.0011760062860702377 0.00098862817404678032 0.00095678489696542524 0.00099331846837090996 0.0007488982185399251 0.00037817614216941831 -1.0252722045954535e-06 0.00041963560632247402 0.00022240552688157844 0.00063748025946108082 0.00093525015132146414
leaf_weight=24 74 191 39 28 71 290 76 34 24 59 30 26 23 23 23 30 33 274 92 24 356 23 749 39 20 20 32 47 45 302
leaf_count=24 74 191 39 28 71 290 76 34 24 59 30 26 23 23 23 30 33 274 92 24 356 23 749 39 20 20 32 47 45 302
internal_value=0 0.000538901 0.000488675 0.000939308 0.000596224 0.000950383 0.000971917 0.000361108 0.000670898 0.000325494 0.000779294 0.000865781 0.000964405 0.000904412 0.000399566 0.000879769 0.000513679 0.000924295 0.000893135 0.000977393 0.000953713 0.000807888 0.000998991 0.000870465 0.000219998 0.000179953 0.000342018 0.000302296 0.000576952 0.000964129
internal_weight=0 673 599 2448 325 2351 1874 274 97 240 101 477 1798 320 141 451 224 297 421 1478 705 47 773 329 99 79 102 79 69 658
internal_count=3121 673 599 2448 325 2351 1874 274 97 240 101 477 1798 320 141 451 224 297 421 1478 705 47 773 329 99 79 102 79 69 658
is_linear=0
shrinkage=0.00196078


Tree=7586
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 4 49 0 49 150 1 4 0 156 3 50 3 40 12 39 3 3 1 43
split_gain=7.6061 1.18843 0.657346 0.537928 0.421535 0.399007 0.327126 0.310636 0.302501 0.206021 0.196694 0.144459 0.132406 0.130148 0.177756 0.129039 0.121085 0.119928 0.0900891 0.131457 0.0912133 0.0897455 0.08402 0.0761378 0.0739036 0.0719018 0.0735207 0.0735256 0.0708411 0.0690739
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.14285500000000004 0.077845000000000011 -0.15289999999999995 -0.054984999999999992 -0.10474999999999998 0.082865000000000008 1.0000000180025095e-35 0.083345000000000016 0.0082450000000000006 -0.07929499999999999 -1.0000000180025095e-35 -0.12711499999999995 0.041865000000000006 -1.0000000180025095e-35 -0.077474999999999988 0.11734000000000001 0.098220000000000016 -0.017889999999999996 0.14121000000000003 0.13075500000000004 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 7 13 23 -9 15 -4 -10 -2 14 16 24 -1 18 -15 -20 -21 -7 -18 -3 -6 26 -13 -28 -5 -12
right_child=1 5 10 28 9 21 -8 8 11 -11 29 25 -14 17 -16 -17 22 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00057412590093615531 0.00039255964106865043 0.00027742539648517502 0.0005583474861264897 0.00036681107410497577 0.00055962598457759232 0.00014777952156350824 0.00071844070868741852 0.00048292676194305997 0.00047197710211370508 0.00039167786710050435 0.00040392343962893763 0.00020754819668057252 0.00055507366654605371 0.00060787830571008687 0.00065624610255096986 0.00041489756418652758 0.00033969612107338277 0.00052805625112066154 0.0007189925725096225 0.00047644730947645777 0.00057610726479925074 0.00027942363886362107 0.00048964746935190669 0.00016571598829353648 0.00046618719806403632 0.00020498011002958823 0.00036970911301623761 0.00026474553352346395 0.00024076456655261223 0.00026991829996968571
leaf_weight=49 23 45 28 60 339 85 79 53 20 39 50 21 119 1144 36 29 20 98 23 39 373 26 51 49 36 28 75 39 24 21
leaf_count=49 23 45 28 60 339 85 79 53 20 39 50 21 119 1144 36 29 20 98 23 39 373 26 51 49 36 28 75 39 24 21
internal_value=0 0.000339559 0.000575693 0.000455175 0.000582273 0.000280309 0.0005949 0.000314515 0.000352483 0.000527773 0.000419174 0.000314704 0.000528751 0.000589575 0.000535404 0.000540911 0.000499151 0.000594615 0.000598745 0.000574727 0.000566673 0.000178615 0.000447408 0.000219194 0.000550656 0.000295406 0.000314161 0.000333801 0.000330798 0.000364288
internal_weight=0 667 2454 226 2355 441 1912 330 236 443 99 183 142 1833 156 404 120 1677 1579 435 412 111 71 94 375 163 135 114 84 71
internal_count=3121 667 2454 226 2355 441 1912 330 236 443 99 183 142 1833 156 404 120 1677 1579 435 412 111 71 94 375 163 135 114 84 71
is_linear=0
shrinkage=0.00196078


Tree=7587
num_leaves=31
num_cat=0
split_feature=1 1 97 2 457 2 123 14 2 9 16 4 2 15 4 13 16 4 1 151 1 15 13 52 52 131 4 13 1 2
split_gain=0.581705 0.113023 0.0672876 0.059733 0.0644085 0.0534954 0.0493888 0.04696 0.0514169 0.0460961 0.0425762 0.0390747 0.0455237 0.0380135 0.0406043 0.0815846 0.0502064 0.0518858 0.0433518 0.0406181 0.0391683 0.0336023 0.0281684 0.0277561 0.0353626 0.0276235 0.0301517 0.0280049 0.0250659 0.0688474
threshold=0.10538500000000002 0.12337000000000002 -0.0047149999999999996 0.10731 0.079590000000000008 0.095545000000000005 0.084025000000000016 0.076975000000000002 -0.13033999999999998 -1.0000000180025095e-35 0.5136400000000001 0.42051500000000003 0.14285500000000004 -0.21699999999999997 -0.011209999999999999 0.095120000000000024 -0.080509999999999984 -0.036839999999999991 0.093100000000000002 -0.0062849999999999989 0.082005000000000008 -0.41396999999999995 -0.0062949999999999994 -0.24164999999999998 -0.56176499999999996 0.090385000000000007 -0.0073899999999999999 -1.0000000180025095e-35 0.077565000000000009 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 9 7 13 8 -4 -2 -5 12 -3 -7 16 18 -15 20 19 -16 -18 22 -13 24 -22 26 -11 -28 -10 -30
right_child=1 11 5 10 -6 6 -8 -9 28 25 -12 21 -14 14 15 -17 17 -19 -20 -21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0037856688722968102 0.0051371084171391674 0.0072990125751347988 0.0053757067142914125 0.0056972912291727842 0.0039121489307338683 0.01312701627612114 0.0052345063754829536 0.01241338580066312 0.010124277735834294 0.013449394449384679 0.010564891677349806 0.0035293348799906345 0.0036752254734372923 0.013949689438566566 0.013156780547329359 0.0022875778255579265 0.007821910995629705 0.012227602020837367 0.0046560576203494115 0.0085314812710757994 0.01113083427771926 0.00080272041148308549 0.0071811228581022332 0.013344407291151585 0.0060175903939775066 0.0082098825389276386 0.011980082239024342 0.0071977520148114611 0.0096070998292032105 0.0051945797143209925
leaf_weight=20 21 91 26 177 24 22 36 71 1138 36 20 86 56 25 21 23 168 50 26 198 38 33 28 24 21 46 25 24 509 38
leaf_count=20 21 91 26 177 24 22 36 71 1138 36 20 86 56 25 21 23 168 50 26 198 38 33 28 24 21 46 25 24 509 38
internal_value=0 0.0062319 0.00956231 0.00738759 0.00872643 0.00960978 0.00883473 0.00989335 0.00978878 0.00948658 0.00619146 0.00476567 0.00591852 0.00904513 0.00889395 0.00798208 0.00964359 0.00928594 0.00851667 0.008975 0.00869995 0.00361282 0.00442627 0.0104772 0.00931087 0.0101838 0.0112521 0.00963772 0.00985688 0.00930056
internal_weight=0 667 2454 373 176 2434 652 1782 1711 152 197 294 147 616 594 268 326 301 245 219 251 147 114 83 59 131 85 49 1685 547
internal_count=3121 667 2454 373 176 2434 652 1782 1711 152 197 294 147 616 594 268 326 301 245 219 251 147 114 83 59 131 85 49 1685 547
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=31
num_cat=0
split_feature=1 4 155 1 2 150 0 4 11 2 14 16 16 2 160 41 2 44 1 1429 0 3 2 123 0 0 12 401 403 39
split_gain=0.471696 0.104114 0.0569854 0.0448808 0.0434452 0.0430982 0.0635131 0.0378029 0.038698 0.0323195 0.0299213 0.0342075 0.0301935 0.0379495 0.0288034 0.0423455 0.0284838 0.0399533 0.026448 0.048363 0.0268287 0.0283051 0.0263959 0.0255891 0.0251602 0.0252703 0.0251269 0.0249597 0.0281693 0.0264065
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 0.13075500000000004 0.097070000000000004 1.0000000180025095e-35 -0.026509999999999995 0.27044500000000005 0.075910000000000019 0.097385000000000013 -0.47013499999999991 -0.29154999999999992 -0.50690499999999983 0.11237500000000002 -0.085579999999999976 0.079300000000000009 0.10613000000000002 0.083555000000000018 0.080270000000000022 0.083420000000000008 -0.14649999999999996 0.0041950000000000008 0.14285500000000004 0.084025000000000016 0.024095000000000002 -0.036484999999999997 -0.12529499999999996 0.113945 0.16626500000000002 0.08512500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 10 7 6 16 8 18 -6 -3 12 13 -12 -10 -16 -2 -18 20 27 -1 -22 23 -11 25 26 -5 28 29 -20
right_child=1 3 -4 24 9 -7 -8 -9 14 22 11 -13 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012716049510054291 0.0086631148996320177 0.0091243466921150686 0.0096014981665724867 0.0057119813014718671 0.0039155639702221383 0.0046650392158577841 0.002776791925231616 0.0046521761731821154 0.0077226563356816774 0.0083783592468008716 0.0074565281989194005 0.0019901207027335963 0.00844995803950775 0.0031208830213962264 0.013977658904225724 0.0085392623409544215 0.0048574082367530656 0.010052210639405531 0.0086728087331769399 0.0043427572958171365 0.0090871799094137447 0.0052926180604845295 0.0055046580193074757 0.0052126238915931296 0.00028418884702170126 0.006961066770309117 0.0021725408016115976 0.011935881860554219 0.0046560672274790701 0.0055603596542415958
leaf_weight=20 122 20 61 27 20 111 30 21 20 470 33 30 31 52 41 22 57 20 454 30 1150 20 39 27 26 20 78 20 20 29
leaf_count=20 122 20 61 27 20 111 30 21 20 470 33 30 31 52 41 22 57 20 454 30 1150 20 39 27 26 20 78 20 20 29
internal_value=0 0.00571645 0.00678711 0.00436209 0.0086375 0.00628218 0.00706603 0.00887079 0.00891931 0.00786252 0.00549693 0.00500003 0.00577845 0.00480413 0.0110289 0.0120785 0.00771265 0.00620671 0.00881885 0.00824743 0.0090844 0.00902232 0.0080098 0.00820638 0.00311452 0.00370322 0.00308268 0.0084714 0.00833365 0.00848593
internal_weight=0 718 401 317 2403 340 229 1847 1826 556 166 146 116 85 83 63 199 77 1743 553 1190 1170 536 497 151 125 105 523 503 483
internal_count=3121 718 401 317 2403 340 229 1847 1826 556 166 146 116 85 83 63 199 77 1743 553 1190 1170 536 497 151 125 105 523 503 483
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 39 2 16 4 15 51 0 15 132 3 47 4 394 3 3 159 42 13 2 11 13 484 133 0 43
split_gain=0.382449 0.089928 0.0608989 0.0387853 0.0380408 0.0367613 0.0368492 0.0321139 0.0321036 0.062758 0.0331067 0.0320217 0.0302656 0.0289719 0.0340021 0.0273467 0.0254963 0.0303693 0.0301708 0.0284277 0.0330432 0.0293188 0.0291866 0.0261131 0.0253451 0.0238674 0.023698 0.0226811 0.0398993 0.0267486
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092235000000000025 0.087735000000000021 0.10276500000000001 -0.45661999999999997 -0.031404999999999995 -0.015039999999999998 0.11218000000000002 1.0000000180025095e-35 -0.46743999999999997 0.10512500000000001 0.42240500000000009 0.078345000000000012 0.057560000000000007 -0.08151499999999999 -0.14186499999999996 -0.091354999999999978 0.094385000000000011 -0.079539999999999986 -0.059629999999999996 0.097385000000000013 0.080455000000000013 -0.016469999999999995 -0.076559999999999975 -0.14816999999999997 -0.082084999999999977 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 24 6 11 -6 -8 10 12 -3 -10 14 -4 -7 17 -9 -19 -20 21 -21 -23 -24 27 -14 -18 28 -1 -29
right_child=1 2 13 -5 7 15 8 16 9 -11 -12 -13 25 -15 -16 -17 26 18 19 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.010149974066546377 0.0080827508030349143 0.0077029033892201913 0.0027919474192978151 0.0036045334344221788 0.0093980589648708715 0.0033664351475142344 0.0080176150721187386 0.003499506966909394 0.0077222002101027315 -0.0001760700191371143 0.0090102261537685999 0.0035416747295213022 0.0020147518359590324 0.005341345209766318 -0.0020114731509238482 0.0065281591942681089 0.0086348059283488481 0.0094924697896035821 0.0052161419242601993 0.0094498775627401381 0.010390201647209728 0.0077222896437778021 0.0036180347510564484 0.0066171797972959957 0.010765777118504048 0.0049714578865204268 0.0050714917311614214 0.0080541034404171177 0.0059139251313484117 0.0064499817135438859
leaf_weight=108 93 116 56 22 64 140 30 20 27 25 20 22 40 27 20 34 23 65 63 52 36 198 38 123 35 86 99 1298 28 113
leaf_count=108 93 116 56 22 64 140 30 20 27 25 20 22 40 27 20 34 23 65 63 52 36 198 38 123 35 86 99 1298 28 113
internal_value=0 0.00517624 0.00475585 0.00778389 0.0078228 0.00518089 0.00574978 0.00725176 0.00496915 0.00450726 0.00518404 0.00703952 0.00468389 0.00252753 0.00152789 0.00398424 0.00706018 0.0073302 0.00746344 0.00720484 0.00748513 0.00723067 0.00690923 0.00590931 0.00810472 0.00403282 0.00574326 0.00804451 0.00927785 0.00792564
internal_weight=0 736 643 2385 2363 540 366 781 228 198 173 138 153 103 76 174 717 595 575 510 447 411 359 161 1582 126 122 1547 136 1411
internal_count=3121 736 643 2385 2363 540 366 781 228 198 173 138 153 103 76 174 717 595 575 510 447 411 359 161 1582 126 122 1547 136 1411
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=31
num_cat=0
split_feature=1 2 106 12 10 11 11 2 96 0 15 394 2 10 12 133 39 13 150 16 13 1424 0 475 156 157 16 156 1426 0
split_gain=0.312418 0.0802555 0.0451839 0.043249 0.0398636 0.0384322 0.0401343 0.038127 0.0375437 0.0373442 0.0371265 0.0333287 0.0308424 0.0642062 0.0304492 0.0280021 0.0332136 0.0444833 0.0270183 0.0402355 0.0287117 0.0242541 0.0234712 0.0219454 0.0238808 0.0541923 0.0753162 0.0313851 0.0273091 0.0309957
threshold=0.11829500000000003 0.10045500000000002 0.086340000000000014 0.087505000000000013 -0.079859999999999987 0.080455000000000013 0.085155000000000022 -0.090999999999999984 0.087655000000000025 -0.05208999999999999 0.050935000000000008 -0.078674999999999981 0.11870500000000002 0.058500000000000003 0.095565000000000011 -1.0000000180025095e-35 0.098220000000000016 -0.15078499999999997 1.0000000180025095e-35 -0.016164999999999995 -0.087184999999999985 1.0000000180025095e-35 -0.081894999999999982 0.068270000000000011 0.087380000000000013 -0.082009999999999986 -0.0068949999999999992 0.085835000000000009 -0.052649999999999995 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 9 7 -7 -1 12 -2 11 -3 13 -6 -5 -14 17 -17 20 -20 -13 23 -19 24 27 26 -26 -9 -27 -30
right_child=4 3 -4 14 8 6 -8 21 -10 -11 -12 18 15 -15 -16 16 -18 22 19 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.003823868689484828 0.0032117471807663715 0.00078966101808916958 0.0028968691201880573 0.0079660212081349036 0.0073348566500729398 0.0125117270241457 0.007496211699281748 0.0071404514572570828 0.00025033022621241604 -0.002233953140093945 0.0088874981799480415 0.0033961273149854115 0.00049107400095090264 0.0024176505347713829 0.0059964044708937046 0.0024707291775706748 0.0016247902877437764 0.0045182920726282256 0.0048014436658316605 -0.00019803147085688331 0.006454927521017304 0.010618322067894042 0.0083786509714425649 0.0098482326797113343 0.0061971601742235099 0.0041377233061939481 -0.00025177196840997095 0.010576978194768783 0.0059090729856065343 0.0097295266994344154
leaf_weight=35 34 21 25 110 79 27 39 1691 23 20 22 41 25 40 274 41 39 28 60 22 122 20 36 29 55 20 27 27 35 54
leaf_count=35 34 21 25 110 79 27 39 1691 23 20 22 41 25 40 274 41 39 28 60 22 122 20 36 29 55 20 27 27 35 54
internal_value=0 0.00681616 0.00712259 0.00586586 0.00370281 0.0071739 0.00954801 0.00709528 0.00413828 0.00119482 0.00493951 0.00461299 0.00444877 0.00568201 0.00656062 0.0035804 0.00411674 0.00504232 0.0049407 0.00346012 0.00568554 0.00715376 0.00668974 0.007118 0.00707653 0.00601577 0.00407373 0.00719446 0.00747676 0.0082271
internal_weight=0 2756 2084 672 365 2059 66 1993 311 54 288 266 288 119 384 169 144 105 245 82 163 1958 64 1938 1909 191 82 1718 109 89
internal_count=3121 2756 2084 672 365 2059 66 1993 311 54 288 266 288 119 384 169 144 105 245 82 163 1958 64 1938 1909 191 82 1718 109 89
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=31
num_cat=0
split_feature=1 2 9 44 4 3 12 10 10 16 16 1 4 16 51 96 483 15 4 16 159 160 43 123 156 4 0 4 51 1208
split_gain=0.253058 0.065007 0.0377833 0.044495 0.0355061 0.0355492 0.0350317 0.0322895 0.0354313 0.0311406 0.0376747 0.0401435 0.0335141 0.0313799 0.0310713 0.0304104 0.0301297 0.029387 0.029855 0.0297768 0.0292003 0.0415914 0.0966343 0.0281311 0.0285362 0.0254349 0.0252057 0.0350488 0.0250322 0.0321581
threshold=0.11829500000000003 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082769999999999982 0.092670000000000016 0.087505000000000013 -0.079859999999999987 -0.38851999999999992 0.52822500000000006 -0.0092699999999999987 0.093575000000000019 0.42642000000000008 0.0065250000000000004 -0.079189999999999983 0.087655000000000025 0.085835000000000009 -0.076244999999999993 0.26450500000000005 -0.53943499999999989 -0.085489999999999997 -0.013084999999999998 -0.018859999999999998 0.12630500000000003 0.10339000000000002 -0.082349999999999993 -0.073574999999999988 -0.082109999999999975 -0.047599999999999996 0.099975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 16 25 9 8 -2 10 11 -3 17 -12 -15 23 20 18 -13 -19 -4 22 -22 24 -9 -6 27 -27 -28 -30
right_child=7 6 3 -5 5 -7 -8 15 -10 -11 13 12 -14 14 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0034046489353541558 0.0030399301846046004 0.0085876291117596409 0.010248999114936361 0.011164237535558641 0.0032152263068214609 0.0031177366961020274 0.0059045558586831252 0.0039284990527290332 -0.0022644661506637932 0.0082520059356465929 -0.00017360958819185256 0.0037357175927466243 0.0081888058874756108 0.0011427897856467299 0.0055332020093919708 0.00022529725329545531 0.010945587605237962 0.0033329429579898717 -0.00075484887813217941 0.0083186382559411551 -0.00013128987435872356 0.0071998240440007064 0.0075017668415120866 0.00038605527020990849 0.0073567712144857206 0.010332101427585534 0.0075734595179229097 0.0063927973884779282 0.0037576119658176985 0.0076821884068732083
leaf_weight=41 34 27 26 20 27 37 384 241 20 20 29 57 20 27 40 23 20 25 20 23 27 400 43 20 27 23 34 1254 106 26
leaf_count=41 34 27 26 20 27 37 384 241 20 20 29 57 20 27 40 23 20 25 20 23 27 400 43 20 27 23 34 1254 106 26
internal_value=0 0.00613455 0.00641033 0.00647065 0.00642425 0.00617911 0.00527927 0.00333253 0.00107534 0.00444556 0.0041615 0.00504729 0.00438805 0.00257447 0.00376393 0.00372445 0.00714021 0.00377993 0.00256934 0.00572192 0.00698676 0.0068063 0.00455759 0.0040039 0.00427388 0.00625616 0.00631306 0.00646375 0.00515386 0.00453063
internal_weight=0 2756 2084 2043 2023 1507 672 365 54 288 268 172 145 96 67 311 516 125 77 48 496 470 70 288 268 1470 1443 1277 166 132
internal_count=3121 2756 2084 2043 2023 1507 672 365 54 288 268 172 145 96 67 311 516 125 77 48 496 470 70 288 268 1470 1443 1277 166 132
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 0 15 48 49 0 1 4 4 40 0 11 150 14 1 50 0 1 1 42
split_gain=10.6378 1.7038 0.898071 0.831069 0.559258 0.531357 0.358936 0.328874 0.312498 0.28243 0.225108 0.19741 0.325045 0.190982 0.14713 0.144123 0.142147 0.12936 0.119833 0.098325 0.0954087 0.143132 0.0894251 0.106075 0.105894 0.088857 0.0881664 0.0876692 0.0851735 0.0832568
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 0.14122000000000004 0.10613000000000002 0.077845000000000011 0.062655000000000016 -0.10607499999999999 -0.10469999999999999 -0.015314999999999997 -0.054984999999999992 -0.14226499999999997 0.16175000000000003 -0.15289999999999995 0.0082450000000000006 -0.077474999999999988 0.18019500000000002 1.0000000180025095e-35 0.082565000000000013 -0.41076499999999994 0.12165500000000001 0.041865000000000006 -0.010949999999999998 0.12408500000000001 0.12958500000000003 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 19 13 28 -4 11 12 -1 -7 -2 -14 25 -10 29 -3 21 -15 23 -5 -25 -6 -9 -19 -8 -13
right_child=1 4 9 22 16 7 8 26 17 -11 -12 18 15 20 -16 -17 -18 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00072191218565072538 0.00044137114069034731 0.00028920077510344381 0.00061642957710418371 0.00041424849281442781 0.00016137128400856555 0.00045722421356081183 0.00055803834764671433 0.00051875848890074381 0.00047754659006992979 0.00038293987408314246 0.00077938820664864557 0.00068334041966338743 0.00056077667050029409 0.00061100843582717363 0.00061245352136047552 0.00037135394172582584 2.0425282414379966e-05 0.00033711354598182648 0.00058220277983220476 0.00016366994360043688 0.00048345663603029999 0.00070230010284923271 0.00045416085305167178 0.00034005201385155611 0.00014291732072118011 0.00029892436312694176 0.00033685183554303411 0.00023324821738049693 0.00039677910433680405 0.00065230848305619855
leaf_weight=39 23 47 28 22 65 30 34 21 20 69 62 722 47 613 121 23 21 122 64 49 20 74 20 22 20 25 20 42 20 616
leaf_count=39 23 47 28 22 65 30 34 21 20 69 62 722 47 613 121 23 21 122 64 49 20 74 20 22 20 25 20 42 20 616
internal_value=0 0.000356883 0.000635232 0.000494713 0.000286264 0.00064286 0.000326336 0.000600945 0.00036716 0.000450339 0.000663591 0.00065884 0.000578461 0.000610454 0.000585128 0.000498538 0.000165686 0.00032867 0.000665089 0.000225128 0.000616955 0.000620842 0.000339716 0.000303952 0.000246178 0.00019958 0.000430024 0.000310514 0.000498313 0.000669054
internal_weight=0 673 2448 228 445 2351 334 778 238 97 1573 1511 109 737 144 70 111 184 1402 96 707 687 84 64 42 90 41 164 54 1338
internal_count=3121 673 2448 228 445 2351 334 778 238 97 1573 1511 109 737 144 70 111 184 1402 96 707 687 84 64 42 90 41 164 54 1338
is_linear=0
shrinkage=0.00196078


Tree=7593
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 2 1 0 49 4 4 3 1 457 47 12 4 1 4 1 0 48 2 52 0 14
split_gain=16.7157 2.74666 1.63195 1.34999 1.02599 0.856777 0.602702 0.466849 0.440722 0.424595 0.400001 0.303528 0.423884 0.334076 0.302003 0.268026 0.252369 0.230661 0.167974 0.162942 0.165868 0.167796 0.146394 0.146615 0.225916 0.137464 0.124318 0.112394 0.104371 0.102006
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088305000000000008 0.098630000000000009 0.062655000000000016 0.27834500000000006 0.17025000000000004 0.14960000000000004 0.077845000000000011 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.40945500000000007 0.30112000000000005 0.083345000000000016 0.080930000000000016 0.090100000000000013 0.08815000000000002 -0.51843499999999987 0.089875000000000024 0.038415000000000012 0.082005000000000008 -0.030209999999999997 0.081805000000000017 0.087995000000000004 0.0031350000000000002 -0.060129999999999996 -0.46596499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 -6 14 17 -5 12 16 19 15 -4 -1 22 -3 20 -13 -22 23 24 -7 -12 -18 -24 -21 -16
right_child=1 2 8 10 7 9 -8 -9 -10 -11 25 13 -14 -15 29 -17 26 -19 -20 28 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078781203481904244 0.00080517707170477354 0.00040179924348367316 0.00048370977743103792 0.00076868223229877085 0.00075336986007796126 0.00078794513854148283 0.00099698251076773105 0.00046981531889822537 0.00013457052360614117 0.00048922366809611229 0.00037097211324555032 0.0010252777045291789 0.00091957565783118672 0.00072180196284291575 0.00040192911214213453 0.00023380398846591647 0.00067862557801758332 0.00055987485958372844 0.00055335415056859604 0.00081829540867330713 0.00085374238038395632 0.00068369917920889866 0.00066484405312577195 0.00086162951020967392 0.00061896480323779372 0.0005547259791808969 0.00050710275713308696 0.00077529271222031388 0.00071150918106711847 0.0002499075302424063
leaf_weight=43 74 190 66 28 69 171 76 33 54 26 24 21 35 110 20 22 33 24 33 719 745 23 91 70 37 45 32 58 37 112
leaf_count=43 74 190 66 28 69 171 76 33 54 26 24 21 35 110 20 22 33 24 33 719 745 23 91 70 37 45 32 58 37 112
internal_value=0 0.00044879 0.000404762 0.00079771 0.000498735 0.000807063 0.000825948 0.000661632 0.000293298 0.00073287 0.000571022 0.000818718 0.000732049 0.000826207 0.000332258 0.000421233 0.000671276 0.000746916 0.000424227 0.00083364 0.000853351 0.00084865 0.000757429 0.000784009 0.000757886 0.000490812 0.000594184 0.000707837 0.000813069 0.000272941
internal_weight=0 673 599 2448 325 2351 1874 102 274 477 97 1798 143 1655 220 88 108 451 223 1545 789 768 427 278 208 69 65 149 756 132
internal_count=3121 673 599 2448 325 2351 1874 102 274 477 97 1798 143 1655 220 88 108 451 223 1545 789 768 427 278 208 69 65 149 756 132
is_linear=0
shrinkage=0.00196078


Tree=7594
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 2 457 14 0 475 4 48 0 15 49 4 12 52 15 0 96 2 133 123 2 42 10 16 15
split_gain=0.315278 0.102231 0.0742739 0.0493132 0.048208 0.0458571 0.0421599 0.0398837 0.0431866 0.0461755 0.0563565 0.0523645 0.038223 0.0450524 0.0401641 0.0303132 0.0330007 0.0375925 0.0275367 0.0684008 0.0352687 0.0258282 0.0252732 0.0316139 0.0252 0.0251087 0.035894 0.0309663 0.0388895 0.0237187
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 0.29113500000000009 0.019675000000000002 -0.10474999999999998 -0.081774999999999973 -0.0016099999999999997 0.093265000000000015 -0.061629999999999997 -0.03241999999999999 -0.14917999999999998 0.022185000000000003 -0.086254999999999984 0.26391000000000003 -0.088749999999999982 -0.13455999999999999 0.086715000000000014 0.12992500000000004 0.11524500000000001 0.083965000000000012 0.11682500000000001 0.091545000000000015 0.09820000000000001 -0.5224049999999999 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 24 7 21 8 9 10 -6 -12 15 -14 -15 -11 17 -17 19 -13 -21 25 23 -18 -1 26 27 28 -2 -27
right_child=3 -3 -4 -5 5 -7 -8 -9 -10 12 11 18 13 14 -16 16 22 -19 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00095085101534745525 0.003952929512849329 0.0028976941868895669 0.00098233931424582146 0.007388298512835588 0.00025726520456373695 0.01019551591115918 -0.0012123155555772511 0.0030085795077270474 0.0088301894388553744 0.010798721448518338 0.0037199920136630777 0.0058230920946516565 0.0062952070745494193 -0.0006797492913028692 0.0053879632042177642 0.0036318546830443666 0.0058104610629379754 0.0070903240058909347 0.0036023785404506181 0.013851726148277522 0.0079841076396405704 -6.0928565272617909e-05 0.0085446748500024646 0.0019333350122906269 0.0055696558190026779 0.0038724779092396302 0.0017703569115006498 0.0020508629979477042 0.0083293187845912258 0.0012936134578708067
leaf_weight=21 37 75 23 28 20 38 22 29 95 20 78 80 141 20 24 32 170 1762 21 20 21 21 28 24 27 75 35 21 45 68
leaf_count=21 37 75 23 28 20 38 22 29 95 20 78 80 141 20 24 32 170 1762 21 20 21 21 28 24 27 75 35 21 45 68
internal_value=0 0.00653934 0.00664072 0.00336202 0.00668945 0.00674692 0.00301407 0.00669622 0.00673806 0.0066573 0.00533959 0.00580162 0.00679969 0.00542346 0.00262991 0.00692474 0.00688631 0.00702863 0.00694506 0.00752519 0.0108464 0.00332196 0.00573617 0.00533082 0.00354893 0.00357477 0.00453702 0.00547714 0.00635461 0.00264616
internal_weight=0 2769 2694 352 2671 2623 324 2585 2556 2461 240 220 2221 185 44 2036 2016 1794 142 121 41 302 222 194 48 281 138 103 82 143
internal_count=3121 2769 2694 352 2671 2623 324 2585 2556 2461 240 220 2221 185 44 2036 2016 1794 142 121 41 302 222 194 48 281 138 103 82 143
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=31
num_cat=0
split_feature=1 2 51 1 106 0 14 2 13 4 14 49 151 1429 41 4 0 16 13 13 3 148 4 1 51 12 2 51 42 156
split_gain=0.255542 0.0616711 0.0407035 0.0427866 0.0357252 0.0336947 0.0301412 0.0294487 0.0344355 0.0291479 0.0280907 0.0275462 0.0304822 0.025293 0.023804 0.0240707 0.0572258 0.0387996 0.0303532 0.0622498 0.0285986 0.0234594 0.0260416 0.0222559 0.0216885 0.0213652 0.0209928 0.0207658 0.0206593 0.0202637
threshold=0.11690500000000002 0.10045500000000002 -0.40274499999999996 0.16773500000000005 0.086340000000000014 -0.13843999999999998 -1.0000000180025095e-35 0.15361500000000003 -0.14179999999999995 0.42642000000000008 0.076975000000000002 -0.088694999999999982 0.015440000000000001 -0.087914999999999979 0.088180000000000008 -0.39518999999999993 -0.066089999999999996 0.18438500000000005 -0.043669999999999994 0.0061450000000000003 0.090900000000000009 -0.066239999999999979 -0.033174999999999989 0.082535000000000011 0.095820000000000016 0.11472500000000001 0.090545000000000014 0.14122000000000004 0.11839500000000001 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 21 6 9 -1 8 -7 11 13 -3 -13 -8 15 17 20 -15 -18 -20 27 -4 24 -19 -23 -24 -22 -17 -10 -12
right_child=2 5 3 -5 -6 7 10 -9 28 -11 29 12 -14 14 -16 16 18 23 19 -21 26 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0097402621453511543 0.0069104182223478959 0.0067545401258394117 0.00026829182483757344 -0.0014954167440356244 0.0024140192351769659 0.0022329474994746438 0.0088444631659623362 0.0018070949244290769 0.0060692282934167513 0.0073884382261894645 0.0070644331861209747 0.0034466571291100925 -0.00081955041776382131 0.011163326619619815 0.0032089843173864589 0.0062506288230191115 0.0056158963901301231 0.0036847230279818178 -0.0024552741204388441 0.0049654497585904138 0.0012167117444187171 0.008045458439737559 0.0026838307408455632 0.0079122684881881341 0.0037649155835267796 0.0055170338928777103 0.0057436228607825584 0.0032879447884624825 0.0037383931816466864 0.010673677881381342
leaf_weight=24 27 20 26 21 25 28 33 21 402 20 60 103 20 24 29 1660 36 20 20 26 20 20 236 33 29 30 21 24 42 21
leaf_count=24 27 20 26 21 25 28 33 21 402 20 60 103 20 24 29 1660 36 20 20 26 20 20 236 33 29 30 21 24 42 21
internal_value=0 0.00590433 0.00316488 0.00288552 0.00617141 0.00505913 0.00621721 0.00547122 0.00563425 0.00381273 0.0061755 0.00331263 0.00275296 0.00609955 0.0060522 0.00609596 0.00602218 0.00782752 0.00344108 0.00173905 0.00614487 0.00315531 0.00339361 0.00631697 0.00551208 0.00300336 0.00353537 0.00620841 0.00584874 0.00800016
internal_weight=0 2732 389 362 2076 656 2051 493 472 163 2027 143 123 1946 1913 1884 1807 77 82 46 1725 341 315 53 49 266 41 1684 444 81
internal_count=3121 2732 389 362 2076 656 2051 493 472 163 2027 143 123 1946 1913 1884 1807 77 82 46 1725 341 315 53 49 266 41 1684 444 81
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 147 4 10 47 42 1208 43 0 10 130 11 1428 14 0 157 4 3 48 4 52 2 13 3 43
split_gain=0.214983 0.06981 0.0534825 0.0387652 0.0330414 0.0359482 0.0328894 0.0592557 0.0322525 0.0304534 0.0284847 0.0277248 0.0290643 0.0324119 0.0241405 0.0225443 0.0236779 0.0252627 0.0240011 0.0402473 0.0659062 0.0615806 0.0586076 0.0272579 0.0382263 0.0345089 0.0338879 0.027918 0.0356482 0.0316618
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.089365000000000014 -0.0060199999999999993 -0.079859999999999987 0.11227500000000001 0.11457500000000002 0.099975000000000008 -0.040344999999999992 -0.069824999999999984 -0.0087699999999999983 -0.11198999999999999 0.097680000000000017 0.094820000000000015 0.062655000000000016 -0.10836499999999999 -0.080544999999999992 0.022185000000000003 1.0000000180025095e-35 0.093265000000000015 -0.51253999999999988 0.13140000000000004 0.12992500000000004 0.0049450000000000006 -0.10115999999999999 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 14 6 9 -8 -2 10 15 12 13 -12 -1 -6 17 18 19 20 -17 -22 -23 24 -21 -25 27 28 -26 -29
right_child=3 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 23 21 22 -24 25 26 -27 -28 29 -30 -31
leaf_value=0.0047229959371699291 -0.00032681199865272414 0.0022932149490031105 0.00058475774662245233 0.0062485986552409103 0.0082037628629169548 0.008528575176483413 0.005653918447393564 -0.0013276729331118987 0.0027393828693924377 0.0038217845969209623 -0.0013393121527406039 0.0067438210335534973 0.0048427768088536473 0.0037340349428739181 0.00017417010734789074 -0.00095944722045466992 0.0026658212429740364 0.0083104426786303528 0.0072801677604729777 0.0087043126361095353 0.003047696708618835 0.0052546607379369663 0.011182027686895295 0.0050688857124759666 0.0021000096546486022 0.00099345031008124356 0.0098100747074931858 0.00643452246409111 0.0059101806161402553 0.0039713086554777968
leaf_weight=28 39 75 23 28 34 38 31 20 285 106 20 37 82 34 20 22 27 35 82 44 95 69 22 123 25 25 20 74 1381 177
leaf_count=28 39 75 23 28 34 38 31 20 285 106 20 37 82 34 20 22 27 35 82 44 95 69 22 123 25 25 20 74 1381 177
internal_value=0 0.00530251 0.00538629 0.0026788 0.00542764 0.00547522 0.00543033 0.00291604 0.0023703 0.00548094 0.00555337 0.00431676 0.00365646 0.00185502 0.00282765 0.00564824 0.00560912 0.00564534 0.00560214 0.00553589 0.00421634 0.00482853 0.00668765 0.00568274 0.00579473 0.00438047 0.00571839 0.005669 0.00584243 0.00469752
internal_weight=0 2769 2694 352 2671 2623 2585 51 324 2534 2428 173 136 54 48 2255 2221 2194 2159 2077 208 186 91 1869 1721 148 1677 1657 1406 251
internal_count=3121 2769 2694 352 2671 2623 2585 51 324 2534 2428 173 136 54 48 2255 2221 2194 2159 2077 208 186 91 1869 1721 148 1677 1657 1406 251
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 14 4 2 0 47 0 15 1 2 47 16 1 52 14 4 3 51 51 484 3 475 3
split_gain=16.2759 2.6471 1.70431 1.47435 1.01938 0.733724 0.573843 0.543421 0.53966 0.520589 0.311399 0.304491 0.298357 0.280779 0.201978 0.177936 0.170699 0.170194 0.238433 0.188402 0.160577 0.126616 0.11098 0.10678 0.0955801 0.0882126 0.143808 0.141929 0.0844311 0.148408
threshold=0.10538500000000002 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.11362000000000001 0.36766000000000004 0.092845000000000025 0.062655000000000016 0.40473500000000007 0.089885000000000007 -0.033209999999999996 0.13082500000000002 -0.23051499999999997 -0.028889999999999996 0.091195000000000012 0.15361500000000003 0.10019500000000002 -0.105305 0.11669000000000002 -0.56176499999999996 -0.41790499999999997 -0.036839999999999991 -0.045649999999999989 -0.085989999999999997 -0.086719999999999978 0.085595000000000018 0.088060000000000013 -0.08230999999999998 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 7 17 6 8 14 10 -6 15 23 16 -12 -1 25 -4 19 -19 24 -15 -21 -2 -7 -3 26 -5 -27 -22 -30
right_child=1 2 12 5 9 11 -8 -9 -10 -11 13 -13 -14 20 -16 -17 -18 18 -20 21 28 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00074990132004440003 0.00083581043066444734 0.00028482880165068262 0.00024133986812130051 0.00080203043569446869 0.00068276742513245455 0.00071496824522702897 0.00045658592901685657 0.0004469902313721496 0.0009433605930109475 0.00040863654335100122 0.00052772221511123785 0.00047037095050601402 0.00043469299244877895 0.00087112647256040883 0.00053490701837623439 0.00074985215014640124 0.00010916327993030102 0.00038091260871356899 0.0006538259953844781 0.00042886004422968934 0.00082506822670912953 0.00026066609938344885 0.00066490832413611961 0.00055876431657987473 0.00042771076310485132 0.00082074656840410841 0.0006403094363487638 0.00065389890643749752 0.0006065871553940092 0.00075036129152766047
leaf_weight=56 48 21 89 78 84 106 20 68 85 39 21 30 21 45 24 213 65 32 20 22 53 79 21 20 126 984 29 20 29 573
leaf_count=56 48 21 89 78 84 106 20 68 85 39 21 30 21 45 24 213 65 32 20 22 53 79 21 20 126 984 29 20 29 573
internal_value=0 0.000420151 0.000378192 0.000765573 0.000445521 0.000777749 0.00078717 0.000575862 0.000790274 0.000595848 0.000783911 0.000647904 0.000215448 0.000751123 0.000685403 0.000801766 0.000185551 0.000383887 0.000485879 0.000362502 0.000757825 0.000297302 0.000783797 0.000690174 0.000407299 0.000811719 0.0007582 0.000817423 0.000750041 0.000743435
internal_weight=0 667 598 2454 423 2306 2150 148 2130 123 2045 156 175 721 80 1324 154 300 52 248 700 101 69 126 147 1111 107 1004 655 602
internal_count=3121 667 598 2454 423 2306 2150 148 2130 123 2045 156 175 721 80 1324 154 300 52 248 700 101 69 126 147 1111 107 1004 655 602
is_linear=0
shrinkage=0.00196078


Tree=7598
num_leaves=31
num_cat=0
split_feature=1 2 4 1 0 0 50 11 1210 11 2 43 3 48 16 1429 151 1 0 16 3 12 4 12 15 14 51 47 40 1455
split_gain=0.226172 0.0642884 0.0435717 0.0427495 0.0485568 0.0381559 0.0406639 0.0321212 0.0294572 0.033096 0.0471702 0.0281668 0.0324431 0.0308411 0.0672036 0.0279112 0.027173 0.0269801 0.0272381 0.0318655 0.0258151 0.0246992 0.0321274 0.0323736 0.0238468 0.0236106 0.0232335 0.0231399 0.0342541 0.0223215
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 0.084785000000000013 0.10455500000000001 -0.075934999999999989 0.089465000000000017 0.08326500000000002 -0.080859999999999974 0.079300000000000009 -0.0091949999999999983 -0.00045499999999999995 0.11658 0.084670000000000009 -0.48836499999999994 0.087865000000000013 0.086470000000000005 0.14860500000000001 -0.010949999999999998 -0.25582999999999995 -0.078084999999999988 -0.12529499999999996 -0.031404999999999995 0.11472500000000001 -0.031204999999999997 -0.46166999999999997 0.24916000000000002 0.10019500000000002 -1.0000000180025095e-35 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 7 8 15 -7 10 -10 13 -13 14 -5 16 26 21 19 -19 -8 -2 -23 25 -14 -24 29 28 -27 -1
right_child=17 2 3 11 -6 6 20 -9 9 -11 -12 12 24 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0089403294647733382 0.0055526650938725868 0.0064953743081194552 0.0052515520755261882 0.0044204038591124121 0.00015007612339104528 0.0005141490418463945 0.0080781989218219399 0.0088941589054284675 0.0020189356363306825 0.00073035745669833643 0.0053386304564081322 0.0055009610296110623 0.0035973241531922088 0.0036166066084048079 -0.003169265325414017 0.0031666583608745075 0.0031647775083241108 -0.00056140673748979522 -0.0020905135411091826 0.004707525299939638 0.0047664056745964252 0.0053255512722228705 0.0047996071422295207 0.0055838903111483287 -0.000425333259627223 0.0024449063274933369 0.0025656473853381441 0.0033109417818009087 -0.0011055950827316427 0.0058674166174384895
leaf_weight=24 34 89 278 20 20 20 52 33 52 22 242 72 56 46 28 41 38 22 22 24 43 38 21 24 20 49 21 39 61 1570
leaf_count=24 34 89 278 20 20 20 52 33 52 22 242 72 56 46 28 41 38 22 22 24 43 38 21 24 20 49 21 39 61 1570
internal_value=0 0.00533486 0.00444526 0.00410737 0.00490917 0.00559416 0.00475245 0.00580422 0.00423596 0.00447152 0.00475147 0.00312002 0.00397982 0.0017663 -6.90317e-06 0.00574403 0.00580796 0.00258111 0.000803505 0.0021876 0.00657918 0.00303554 0.00266665 0.00214583 0.00253873 0.00166046 0.00587015 0.00121803 0.000475992 0.00591368
internal_weight=0 2787 629 540 298 2158 431 1727 336 316 294 242 148 94 48 1694 1653 334 68 46 95 266 232 194 76 170 1615 149 110 1594
internal_count=3121 2787 629 540 298 2158 431 1727 336 316 294 242 148 94 48 1694 1653 334 68 46 95 266 232 194 76 170 1615 149 110 1594
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=31
num_cat=0
split_feature=1 12 52 1 1 4 2 15 2 2 4 12 0 43 48 160 4 16 0 2 3 4 3 1 50 10 2 16 12 4
split_gain=16.7356 1.98967 1.90592 1.35772 0.941571 0.739443 0.623647 0.490039 0.447754 0.436985 0.430913 0.402658 0.337143 0.305419 0.363672 0.289665 0.288664 0.269689 0.228989 0.204138 0.163864 0.237391 0.293882 0.163337 0.162578 0.140914 0.132063 0.13194 0.128376 0.123958
threshold=0.10752500000000002 0.051320000000000005 -0.40306999999999998 0.12408500000000001 0.08864000000000001 0.042705000000000007 0.10803500000000001 0.024640000000000006 0.14285500000000004 -1.0000000180025095e-35 0.40945500000000007 0.08815000000000002 -0.23194499999999998 -0.04890499999999999 -1.0000000180025095e-35 0.083670000000000008 0.27834500000000006 -0.10850999999999998 -0.14832499999999996 0.12358500000000001 -0.11171999999999999 -0.064054999999999987 0.013900000000000001 0.089875000000000024 0.086295000000000011 -0.0087699999999999983 0.10584500000000001 -0.073404999999999984 0.085495000000000015 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 29 6 12 11 9 13 10 25 -5 18 -1 -6 -15 26 17 28 -3 27 -14 -22 -23 -20 -10 -4 -16 -13 -7 -2
right_child=2 5 3 8 7 16 -8 -9 24 -11 -12 19 20 14 15 -17 -18 -19 23 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010023827619731107 0.00087453404175743535 0.0010344054015055252 0.00057151185268944599 0.00049215358665454737 0.00046791904714622862 0.00094169692081563609 0.0004208947055678002 0.00087316555469309914 0.00016721417186964376 0.00072399566668310972 0.00028471267337334033 0.00084149286704643356 0.00059060094415989061 0.00041165637823880886 0.00079981265893948631 0.00049627579953156272 0.00050379872760351961 0.00066031539746784853 0.00086754942273899074 0.00064557121873569758 0.00087109223140964737 0.00077514717984482654 0.00053148609185717764 0.00069976715197928019 0.00035524872694423491 0.00034410395969947181 0.00061635422900505033 0.00079641363934628484 0.00077268628287650333 0.00068177891687155781
leaf_weight=22 29 31 22 63 84 20 162 21 90 60 99 429 23 25 48 25 21 92 741 28 55 71 26 23 22 20 22 597 127 23
leaf_count=22 29 31 22 63 84 20 162 21 90 60 99 429 23 25 48 25 21 92 741 28 55 71 26 23 22 20 22 597 127 23
internal_value=0 0.000797525 0.000430813 0.000396165 0.000674624 0.000822117 0.000496515 0.000587959 0.000299478 0.000616618 0.000365384 0.000835885 0.000773606 0.0005586 0.000622076 0.000677449 0.000724207 0.000743574 0.000869202 0.000810755 0.000744846 0.000768185 0.000709836 0.000862498 0.00020415 0.000463222 0.000742154 0.000815263 0.000795681 0.000789277
internal_weight=0 2531 590 538 422 2109 264 225 274 102 162 1849 197 204 120 95 260 239 795 1054 175 152 97 764 112 42 70 1026 147 52
internal_count=3121 2531 590 538 422 2109 264 225 274 102 162 1849 197 204 120 95 260 239 795 1054 175 152 97 764 112 42 70 1026 147 52
is_linear=0
shrinkage=0.00196078


Tree=7600
num_leaves=31
num_cat=0
split_feature=1 3 4 123 130 4 0 0 3 394 4 4 16 48 2 1375 483 11 1 3 159 160 1444 49 147 132 1 13 16 52
split_gain=0.237492 0.0437321 0.0430656 0.0373457 0.0427564 0.0331287 0.0304651 0.0288865 0.0500771 0.0365205 0.0322334 0.0529707 0.0537643 0.0310922 0.0303664 0.0358691 0.0318989 0.0308013 0.0367016 0.0338699 0.0299397 0.0298201 0.0275293 0.0273095 0.0268376 0.0261585 0.0310665 0.0253508 0.024665 0.0432097
threshold=0.11146500000000002 0.31299000000000005 0.27834500000000006 0.08128500000000001 -0.054924999999999995 -0.0070899999999999991 -0.062294999999999996 -0.075934999999999989 0.11296500000000002 -0.069949999999999984 -0.39518999999999993 -0.14098499999999997 -0.076354999999999992 0.092475000000000016 0.087625000000000022 -0.14438999999999999 -0.088849999999999985 1.0000000180025095e-35 0.086920000000000011 -0.016324999999999996 0.094765000000000016 -0.085834999999999981 -0.080829999999999985 -0.080859999999999987 0.093875000000000014 0.10613500000000002 0.14754500000000001 -0.0072999999999999992 0.11346000000000002 -0.14765999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 6 -6 8 14 -9 13 12 -12 21 22 -16 20 18 28 -20 -17 -11 -1 -21 -4 26 -3 -5 29 -18
right_child=1 25 24 27 5 -7 -8 9 -10 10 11 -13 -14 -15 15 16 17 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0098564842063933612 0.0010749607441342764 0.0016557026371758965 0.0020529047289879567 0.0029039196652340016 0.0098694222646632385 0.0040890397199844731 0.005051592718809843 0.00079758221865631649 0.00078983227023854863 0.010045107879230511 0.0054395625612232842 0.0050436606614525301 -0.0014011114180363991 0.0027019831330769442 0.0017773920514931282 0.010098418464102518 0.009617700289863234 0.0081604319631070326 -0.00037081111222505572 0.0068538295681579405 0.005385876577090061 0.0061693109945064927 0.0061094932173742572 0.0027108242045292951 0.0063105033638566968 0.004150661916579478 -0.0027091964677145534 -0.00063243998716083858 0.0033797495168159312 0.0054399863386223983
leaf_weight=20 37 63 57 92 21 189 35 20 20 23 20 435 27 22 27 28 26 36 20 26 26 145 1000 41 20 26 22 26 53 518
leaf_count=20 37 63 57 92 21 189 35 20 20 23 20 435 27 22 27 28 26 36 20 26 26 145 1000 41 20 26 22 26 53 518
internal_value=0 0.00313113 0.00548857 0.00361846 0.0042435 0.00472201 0.00685828 0.00555939 0.00576643 0.00500858 0.00513391 0.00469907 0.00150981 0.00623701 0.00582109 0.00536028 0.00548526 0.00530945 0.0051594 0.00324054 0.00782942 0.00669993 0.00618296 0.00431856 0.00315877 0.00137499 0.000525964 0.00212472 0.00543903 0.00563966
internal_weight=0 511 2610 400 282 245 56 2533 1841 692 672 482 47 190 1821 801 774 720 684 87 54 168 1020 67 77 111 85 118 597 544
internal_count=3121 511 2610 400 282 245 56 2533 1841 692 672 482 47 190 1821 801 774 720 684 87 54 168 1020 67 77 111 85 118 597 544
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 3 40 1348 13 12 402 49 1 133 43 1456 457 403 1213 2 3 484 15 4 160 160 51 0
split_gain=0.196309 0.0547317 0.0504806 0.0424814 0.0353035 0.0293715 0.0422591 0.0376415 0.036772 0.0264001 0.0254018 0.0252455 0.0270181 0.0242939 0.0239944 0.0253132 0.0327835 0.0265888 0.0329326 0.0298607 0.0613899 0.0427805 0.04083 0.0359708 0.0396255 0.0352879 0.0371664 0.0306143 0.0349488 0.0288002
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.073404999999999984 -0.0025099999999999996 0.12178000000000001 -0.08440499999999998 1.0000000180025095e-35 -0.0093149999999999986 0.08815000000000002 0.2506000000000001 -0.026779999999999995 0.089770000000000016 0.08784500000000002 -0.091784999999999992 0.079435000000000019 -0.0056599999999999992 -0.085164999999999977 0.05211000000000001 0.08542000000000001 -0.087429999999999994 0.087235000000000021 -0.026084999999999994 -0.0016099999999999997 -0.0048599999999999989 -0.088244999999999976 0.080335000000000018 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 9 10 -7 -5 14 -13 -9 15 16 -3 18 -18 21 23 22 -20 25 -25 27 -27 -21 -29 -24
right_child=-2 11 -4 4 -6 7 -8 13 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 29 24 -26 26 -28 28 -30 -31
leaf_value=7.706876520229424e-07 0.0023013607137318923 0.0080781453170828393 -0.00029714893048199322 0.0038574034165914945 0.0079840985329400812 0.0054629901769401371 -0.0010829394826335679 0.0050187509803270754 0.0048488969711911528 0.0018600128593706444 -0.00074748750869184735 0.004886148525857727 0.0014291366197816706 0.0008008106052228768 0.0026961221584472163 0.0045521977026050315 0.0027004779202909005 0.0074348926412252095 0.0072860289642468412 0.0016685646357169999 0.011117928380996962 7.3893673252314337e-05 0.0052785428442681838 0.0055068464328845348 0.01172633363865316 0.004508606386794285 0.0098479268039227477 0.0048190301995249879 0.0092217764444649224 0.00057514829804068029
leaf_weight=23 334 63 26 23 26 269 21 22 96 22 25 1325 23 36 29 174 41 75 47 27 23 20 30 21 20 22 32 183 20 23
leaf_count=23 334 63 26 23 26 269 21 22 96 22 25 1325 23 36 29 174 41 75 47 27 23 20 30 21 20 22 32 183 20 23
internal_value=0 0.00486688 0.00401082 0.00420976 0.00438903 0.00420718 0.00310779 0.00472695 0.00371894 0.0051906 0.00145902 0.00509628 0.00482716 0.00240072 0.00552307 0.00562293 0.00591088 0.00567708 0.00541808 0.00565616 0.00612522 0.00429588 0.00514028 0.00577189 0.00854074 0.00537216 0.00767265 0.00483204 0.0052528 0.00323745
internal_weight=0 2787 589 563 540 514 165 349 144 291 48 2198 1348 58 850 821 647 584 509 468 348 120 100 325 41 284 54 230 203 53
internal_count=3121 2787 589 563 540 514 165 349 144 291 48 2198 1348 58 850 821 647 584 509 468 348 120 100 325 41 284 54 230 203 53
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=31
num_cat=0
split_feature=4 2 149 2 15 15 43 0 15 1209 2 0 16 481 484 41 48 51 483 12 12 400 133 48 15 41 43 43 13 0
split_gain=0.164441 0.0579298 0.0324298 0.0291282 0.0284602 0.0405735 0.0335223 0.0305855 0.0686824 0.0338691 0.0324682 0.0481267 0.0267016 0.0312788 0.0269634 0.0297221 0.0261225 0.0343663 0.0249613 0.0247641 0.0266806 0.0240005 0.0231583 0.022938 0.0271798 0.0216427 0.0201815 0.0250307 0.0459487 0.0286933
threshold=0.27287000000000006 0.14285500000000004 0.07770500000000001 0.25063000000000007 0.035560000000000008 -0.14601999999999996 -0.11278499999999998 -0.10474999999999998 -0.015039999999999998 0.091045000000000001 -0.0091949999999999983 -0.07384499999999998 -0.23935499999999996 0.10944500000000001 0.12364500000000002 0.077565000000000009 0.095425000000000024 0.10501000000000001 0.11494000000000001 0.10388500000000002 -0.042789999999999988 -0.077004999999999976 0.11667000000000001 0.084855000000000014 -0.083359999999999976 0.075585000000000013 0.0051600000000000005 0.10915000000000001 -0.08971999999999998 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 -1 8 23 10 11 -9 -12 14 15 21 17 18 25 20 -3 -14 -23 -7 -25 26 -6 28 -28 -29
right_child=2 19 -4 -5 16 7 -8 9 -10 -11 12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0095725541957654078 0.0020709749045853105 0.0026979448218601952 0.0053623144383891487 -0.0016979245680638336 0.0050683524729300882 0.0048466438279571415 0.0051725781317272356 0.0059702950547944056 -0.0010952637311337249 0.0002612471802248841 0.0080752515885978947 0.00052252936185686846 0.0011751951946114953 0.00046996362274512646 0.0065963493163248392 0.0012409574654884637 0.0013597024737724238 0.008317129799879381 0.0018820310277598248 0.0036868322833736502 -0.0020173305789891556 0.0046247209645001539 0.0021338966818383108 0.00193337121738957 0.0058631393497555776 0.0073522628857088934 -0.00088295659617237422 0.0069006458036692852 0.003974585418450082 0.0032974002082856039
leaf_weight=20 302 24 28 22 787 94 129 24 35 21 20 50 22 20 56 30 21 29 28 41 24 870 39 88 22 35 23 51 127 39
leaf_count=20 302 24 28 22 787 94 129 24 35 21 20 50 22 20 56 30 21 29 28 41 24 870 39 88 22 35 23 51 127 39
internal_value=0 0.0043919 0.00209723 0.00181506 0.00447525 0.00419487 0.00576318 0.00402688 0.00299739 0.00424046 0.00431435 0.00228937 0.00445611 0.00438631 0.00446333 0.00433903 0.00485401 0.00491958 0.00482919 0.00188196 0.000340307 0.00443887 0.00451785 0.00369956 0.00271932 0.00490689 0.00482355 0.00402082 0.00322976 0.00533924
internal_weight=0 2769 352 324 2680 1540 149 1391 239 1152 1131 74 1057 1037 1017 961 1140 1119 1090 89 48 931 909 204 110 1062 1027 240 150 90
internal_count=3121 2769 352 324 2680 1540 149 1391 239 1152 1131 74 1057 1037 1017 961 1140 1119 1090 89 48 931 909 204 110 1062 1027 240 150 90
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 159 4 2 2 4 14 11 2 1 4 132 16 1 15 47 15 3 3 43 3 48 4
split_gain=16.6031 2.70658 1.72693 1.34657 0.914102 0.826017 0.784295 0.54936 0.475627 0.45804 0.419958 0.38494 0.347465 0.32959 0.238714 0.224137 0.202271 0.308985 0.183854 0.148675 0.140799 0.140021 0.136077 0.117625 0.116528 0.116282 0.135055 0.11065 0.106997 0.086206
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 -1.0000000180025095e-35 0.40473500000000007 0.089775000000000008 0.14753000000000002 0.40945500000000007 0.062655000000000016 1.0000000180025095e-35 0.094835000000000017 0.088975000000000012 -0.087894999999999987 0.08764000000000001 0.27252000000000004 0.086920000000000011 -0.053579999999999996 0.090100000000000013 -0.41942499999999994 0.0068900000000000012 -0.11171999999999999 0.016310000000000002 -0.016324999999999996 0.090085000000000012 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 22 6 10 15 -4 -6 13 12 24 20 16 -1 19 -18 23 25 -5 -17 -3 -13 -10 26 -12 -14 -25 -22
right_child=1 2 8 5 9 -7 -8 -9 11 -11 14 18 27 -15 -16 21 17 -19 -20 -21 29 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00084838457822966639 0.0007863407965431658 0.00039477241985784347 0.00052650122738936371 0.00082876861370910124 0.00072597562361408812 0.00044437433560666815 0.00051652462797391276 0.00046527984724183629 0.0003292438456267384 0.0004434252267374712 0.00078017030252155919 0.00021290181082405803 0.00033165967598014853 0.00096403411985222808 0.00086809920547906551 0.00071453241929459019 0.00080327102992714945 0.00052692325707493707 0.00030718655468953425 0.00070195003790578475 0.00079395249371709347 0.0005071664899918072 0.0005329846514060217 -6.2322495857394537e-05 0.00051712107522035745 0.0007856948038090693 0.00056200237689064991 0.0001966336364818721 0.00012585505053715648 0.00069572958130277964
leaf_weight=28 74 190 26 917 71 26 38 66 22 32 24 23 35 60 81 31 28 35 21 118 358 21 32 21 30 559 20 70 26 38
leaf_count=28 74 190 26 917 71 26 38 66 22 32 24 23 35 60 81 31 28 35 21 118 358 21 32 21 30 559 20 70 26 38
internal_value=0 0.000432563 0.000388858 0.000780306 0.000485527 0.000791887 0.000795857 0.0005977 0.000274196 0.000638193 0.0008006 0.000247744 0.000306557 0.00082192 0.00076676 0.000706947 0.00075629 0.000649744 0.000146276 0.0007656 0.000815425 0.000630788 0.000414695 9.80029e-05 0.000437635 0.000778056 0.000681003 0.000241642 4.17757e-05 0.000784527
internal_weight=0 673 599 2448 325 2302 2276 146 274 103 2238 248 157 1373 865 80 784 63 91 721 1313 52 222 70 52 603 44 105 47 396
internal_count=3121 673 599 2448 325 2302 2276 146 274 103 2238 248 157 1373 865 80 784 63 91 721 1313 52 222 70 52 603 44 105 47 396
is_linear=0
shrinkage=0.00196078


Tree=7604
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 0 49 16 1 16 4 49 2 2 159 1 15 52 0 4 0 4 47 3 11
split_gain=11.7384 1.84624 1.10403 0.844976 0.632918 0.57614 0.41334 0.386803 0.362188 0.348473 0.2529 0.301929 0.236587 0.213513 0.203143 0.186682 0.177367 0.168951 0.164592 0.159468 0.150463 0.13454 0.135075 0.127619 0.165065 0.19901 0.126195 0.148928 0.106304 0.171621
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.095545000000000005 0.085505000000000012 0.062655000000000016 0.077845000000000011 0.13501500000000002 -0.10474999999999998 0.082865000000000008 -0.52595999999999987 0.083135000000000014 -0.061854999999999993 0.0082450000000000006 -0.054984999999999992 0.14960000000000004 0.089775000000000008 0.08154500000000002 0.13075500000000004 1.0000000180025095e-35 0.12418000000000001 -0.076579999999999995 -0.49013999999999996 -0.060129999999999996 0.27287000000000006 0.07813500000000001 -0.13927999999999999 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 19 7 17 10 -4 12 11 13 -7 -1 -8 23 -2 21 -15 26 -5 22 -6 -12 -25 -26 27 -3 29 -14
right_child=1 4 8 20 6 9 14 -9 -10 -11 15 -13 28 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0006689134819521282 0.00045439825150702794 0.00043167881520242679 0.00065506737293148567 0.00041641311135654353 0.00018089838158392524 0.00044457264536736058 0.00029186280193679799 0.00083846265799692029 0.00039173380194761184 0.00046521155596398778 0.00070962795878780609 0.00077867311514456914 0.00055710769459313034 0.00055471283645965085 0.00050458191771383704 0.00060337877173544238 0.00064249143340792286 0.00012092267307279785 0.00034018553391683334 0.0002960436634936725 0.00023271555814882922 0.0003741658062162791 0.00034819659439549929 0.00076222078696757398 0.00066050097987532287 0.00048296564108137345 0.00034707948872646297 0.00062483911072951852 0.00063618008001309627 0.00076728568060448015
leaf_weight=41 23 57 28 60 96 23 45 70 71 48 1239 31 20 44 28 78 119 67 20 41 24 24 23 47 149 29 39 21 457 59
leaf_count=41 23 57 28 60 96 23 45 70 71 48 1239 31 20 44 28 78 119 67 20 41 24 24 23 47 149 29 39 21 457 59
internal_value=0 0.000375708 0.000669055 0.000519812 0.000301859 0.000677583 0.000246356 0.000695655 0.000466212 0.000625538 0.000689698 0.000608643 0.000639305 0.000558443 0.000373454 0.000696847 0.000612026 0.000202174 0.000487673 0.000401273 0.000363928 0.000240243 0.000213233 0.000701827 0.000658867 0.000631577 0.000438149 0.000483684 0.000647661 0.000714076
internal_weight=0 667 2454 226 441 2355 283 1748 99 607 1678 136 559 105 73 1542 142 210 64 158 84 143 119 1464 225 178 117 78 536 79
internal_count=3121 667 2454 226 441 2355 283 1748 99 607 1678 136 559 105 73 1542 142 210 64 158 84 143 119 1464 225 178 117 78 536 79
is_linear=0
shrinkage=0.00196078


Tree=7605
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 47 1 14 1 2 52 4 49 0 11 1 4 1 48 13 16 14 15 52 1 16 12 49
split_gain=13.2818 2.20001 1.12896 0.950796 0.843205 0.591798 0.48959 0.423964 0.386318 0.353167 0.349595 0.299195 0.294478 0.26153 0.247016 0.183299 0.149273 0.145153 0.232514 0.140906 0.139827 0.119234 0.111754 0.104073 0.123752 0.101302 0.0997215 0.0955868 0.0934693 0.0908242
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.090100000000000013 0.09253500000000002 0.062655000000000016 0.11654500000000001 0.089885000000000007 0.048770000000000008 0.061775000000000004 -0.054984999999999992 0.18019500000000002 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.091195000000000012 0.11280000000000003 -0.47860499999999995 0.0057500000000000008 -0.46166999999999997 1.0000000180025095e-35 -0.16675999999999999 0.13075500000000004 -0.29154999999999992 0.095780000000000018 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 9 10 -4 11 22 19 21 -9 -2 16 17 28 -19 -1 -15 -6 27 -12 -25 -11 -5 -3 -13 -10
right_child=1 4 8 26 12 -7 -8 13 29 25 23 15 -14 20 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00075127140448002995 0.00046970467603204094 0.00046872911662317827 0.00067687236296814341 0.00043527760749889746 0.00014217134928402718 0.00050577124264212993 0.00045819752730238132 0.00066613866788798031 0.00048891597501546868 0.0007307736148290774 0.00038275824786693441 0.0007186431967046732 0.00029626093716752708 0.00053516003761348407 0.0006916772124254245 0.00050992442331477704 0.00079087406469910751 0.00073385116831030058 0.00048241695721388086 0.00069698108741996976 0.00033600153321168834 -3.9465852784452466e-05 0.00050730004227945416 0.00020843483248125493 0.00036537556702064141 0.00089035328022495108 0.00028572890867960027 0.00033083227865887758 0.00067319418755263706 0.00034216972801935663
leaf_weight=1117 23 27 34 60 33 48 26 23 34 20 23 422 34 23 119 20 64 26 31 220 33 24 30 99 24 65 24 68 296 31
leaf_count=1117 23 27 34 60 33 48 26 23 34 20 23 422 34 23 119 20 64 26 31 220 33 24 30 99 24 65 24 68 296 31
internal_value=0 0.000400601 0.000712637 0.000557907 0.000319987 0.00072126 0.000725743 0.000363705 0.000507516 0.000728793 0.000326859 0.000723993 0.000151839 0.0004901 0.000655724 0.000695439 0.000699862 0.000692346 0.000597106 0.000742338 0.000417799 6.56925e-05 0.00040297 0.000261695 0.000239057 0.000852805 0.000392549 0.000370024 0.000699907 0.000418929
internal_weight=0 667 2454 226 441 2355 2307 350 99 2281 271 2196 91 79 142 859 839 775 57 1337 56 57 125 146 123 85 84 95 718 65
internal_count=3121 667 2454 226 441 2355 2307 350 99 2281 271 2196 91 79 142 859 839 775 57 1337 56 57 125 146 123 85 84 95 718 65
is_linear=0
shrinkage=0.00196078


Tree=7606
num_leaves=31
num_cat=0
split_feature=1 2 10 4 133 2 40 3 12 2 11 3 43 52 48 401 48 1 0 48 2 12 13 2 484 12 133 12 1212 0
split_gain=0.277259 0.0498461 0.0476646 0.0457458 0.0429588 0.0403931 0.0299568 0.0323562 0.0285079 0.0510539 0.0274801 0.0375707 0.0708298 0.088329 0.0360293 0.0317849 0.0411207 0.0285312 0.051705 0.047116 0.0252222 0.0313491 0.0239118 0.0234276 0.0377315 0.0356337 0.0941147 0.0479975 0.0462335 0.0345815
threshold=0.11146500000000002 0.13622000000000004 1.0000000180025095e-35 0.27834500000000006 0.085635000000000003 0.11177500000000001 0.051255000000000002 0.10893000000000001 -0.42850999999999995 0.31358000000000003 1.0000000180025095e-35 -0.12018999999999998 -0.15323999999999996 -0.080114999999999978 -0.09386499999999999 0.080710000000000018 0.078735000000000013 0.089625000000000024 -0.13027499999999997 0.085485000000000019 -0.0091949999999999983 0.088725000000000012 -0.42195999999999995 0.084885000000000002 -0.081614999999999979 0.085055000000000006 -1.0000000180025095e-35 0.083715000000000026 -0.020729999999999995 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 7 10 -3 -10 11 12 -1 -14 -13 16 -12 23 19 -19 -20 -22 -9 24 29 26 -26 -28 -27 -16
right_child=1 8 -4 -5 -6 -7 -8 22 9 -11 15 14 13 -15 17 -17 -18 18 20 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0077868526180585223 0.0061683078754446972 0.0052789633069187407 0.0010887402805598901 0.0032476091081603108 0.0016711536189541222 0.0035330084883233737 0.0025262309888634702 0.0057401328813284636 0.0020864545006020309 -0.0027740684812530302 0.0066822358277839437 0.0097350186182428976 -0.003181487613398096 0.0049975776624295023 0.0061977671049856424 0.003390582499559969 0.010723897925345227 -0.00047646490214713695 0.0032204118410335495 0.0045542049259753329 0.0078132952957037979 0.0053471381517139309 0.001454454619185223 0.005733140769473951 0.005782964785812774 0.0097494666319107651 0.0091024491960476888 0.015059533640964046 0.0056597861609011067 0.00079263915307819848
leaf_weight=27 121 20 54 77 50 112 29 23 128 26 118 23 23 31 29 21 32 29 41 52 65 249 30 1328 69 32 38 21 203 20
leaf_count=27 121 20 54 77 50 112 29 23 128 26 118 23 23 31 29 21 32 29 41 52 65 249 30 1328 69 32 38 21 203 20
internal_value=0 0.00310163 0.00381131 0.00564881 0.00433081 0.00490155 0.0057218 0.00575881 0.00172712 0.00126585 0.00581167 0.00571997 0.00360489 0.0015139 0.00579788 0.00703433 0.00754446 0.00575626 0.00503289 0.0027531 0.00555307 0.00585765 0.00331428 0.00593752 0.0065963 0.0069479 0.00829037 0.0112228 0.00621668 0.00399159
internal_weight=0 511 337 2610 283 233 2533 2504 174 154 2451 2280 81 54 2199 171 150 2176 436 81 355 314 53 1740 412 363 128 59 235 49
internal_count=3121 511 337 2610 283 233 2533 2504 174 154 2451 2280 81 54 2199 171 150 2176 436 81 355 314 53 1740 412 363 128 59 235 49
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 4 2 1 2 4 0 49 4 1 457 12 4 3 132 47 15 475 3 39 3 4 3
split_gain=10.0406 1.66713 1.09022 0.879995 0.606498 0.503603 0.319316 0.308073 0.264087 0.243072 0.24087 0.229797 0.198069 0.197901 0.265824 0.19357 0.170191 0.157435 0.135702 0.11818 0.13466 0.113111 0.109961 0.107502 0.0952083 0.0903875 0.0813198 0.0665485 0.0651287 0.0640487
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092845000000000025 0.14753000000000002 0.42051500000000003 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.083135000000000014 0.080930000000000016 0.08815000000000002 -0.52556499999999995 -0.13927999999999999 0.08764000000000001 0.090100000000000013 -0.41942499999999994 -0.079029999999999975 0.0051600000000000005 0.095830000000000012 -0.010424999999999999 -0.0070899999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 13 -4 28 17 -5 12 -9 14 16 18 -1 24 19 -15 -21 23 29 -13 -7 -18 -25 -14 -6 -3
right_child=1 2 7 10 8 9 -8 11 -10 -11 -12 21 27 15 -16 -17 25 -19 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00059115688304903246 0.00060633780639659217 0.00025589923970507813 0.00040264732568197478 0.00053994167586477598 0.00065274430590183459 0.00064909945004710959 0.00073931220855095092 0.00030881290662372265 0.00035053464222050589 0.00039605703827624888 0.00034002821001823303 0.00017188244149126972 0.00023446310997656247 0.00078650097859228585 0.00068982226007124957 0.00053609201535694917 0.00032390493157721475 0.00039686321242714099 0.00060501381522278658 0.0004825546867957636 0.00064172625857637506 0.00022611502857129224 0.00041556545577127419 -6.1910201536022132e-05 0.00055570843584378004 0.0004807977074318949 0.00010305035532926959 0.00012654290745720692 0.00052182302244153673 0.00032870816415853489
leaf_weight=44 72 96 26 37 21 48 79 63 34 39 62 23 35 21 36 104 20 22 780 21 759 21 32 27 334 48 20 59 48 90
leaf_count=44 72 96 26 37 21 48 79 63 34 39 62 23 35 21 36 104 20 22 780 21 759 21 32 27 334 48 20 59 48 90
internal_value=0 0.000324536 0.000290435 0.00059584 0.00036798 0.000603453 0.000617255 0.000199589 0.000491974 0.000543884 0.000414743 0.000178301 0.000223742 0.000611994 0.000543249 0.000618032 0.000496137 0.000558154 0.000623423 0.000641349 0.000637441 9.99027e-05 0.000309395 6.2039e-05 0.000567443 0.000434653 8.28578e-06 0.000166726 0.000561669 0.000291129
internal_weight=0 667 595 2454 321 2355 1912 274 103 443 99 248 157 1833 148 1685 112 404 1581 801 780 91 218 70 382 68 47 94 69 186
internal_count=3121 667 595 2454 321 2355 1912 274 103 443 99 248 157 1833 148 1685 112 404 1581 801 780 91 218 70 382 68 47 94 69 186
is_linear=0
shrinkage=0.00196078


Tree=7608
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 4 4 0 49 1 16 3 4 4 0 0 160 15 1 47 2 43 4 3 4
split_gain=12.4617 1.93676 1.17893 1.0481 0.711572 0.598619 0.398021 0.347757 0.341148 0.338194 0.337325 0.290778 0.252392 0.333766 0.217325 0.216602 0.188456 0.177148 0.118696 0.132381 0.117597 0.136684 0.117335 0.11493 0.108425 0.105187 0.092576 0.0920415 0.0901978 0.0773912
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13501500000000002 0.17025000000000004 0.09253500000000002 0.40473500000000007 0.40945500000000007 -0.10474999999999998 0.082865000000000008 0.083135000000000014 -0.52595999999999987 0.30112000000000005 0.0061450000000000003 -0.013514999999999998 0.14486500000000005 -0.076579999999999995 -0.079874999999999988 -0.15914499999999995 0.15799000000000005 0.090100000000000013 0.087995000000000004 0.042785000000000004 -0.50940999999999981 0.12745000000000004 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 24 6 12 15 11 -5 -6 16 13 14 -1 -7 28 20 19 26 -14 -22 -20 -10 -3 -16 -17 -23 -4 -2
right_child=1 2 8 9 10 7 -8 -9 23 -11 -12 -13 17 -15 25 18 -18 -19 22 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067270963409553006 0.00072126703677711146 0.00033512018148617304 0.00034865148873768406 0.00063514259150799579 0.00062586662025946802 0.00045700914719525504 0.00084591789238927084 0.00046942073454642121 0.00017336121468682479 0.00039379972061296845 0.00037788177846498735 0.00021692380144546362 0.00071494147330904731 0.00079280760075607149 0.00055561167967935372 0.00071055634839444599 0.00020526963599032844 0.00061773815259240025 0.00076286717957141348 0.00055648974937626565 0.00054960624623071985 0.0007859759081422893 0.00060603258730226417 -1.2195403544174857e-05 0.00045702711983948538 0.00039375802719063751 0.00061952844694981824 0.00066773869765458457 0.0004942268427777913 0.00058489801009106485
leaf_weight=41 48 187 36 34 71 23 70 48 33 65 30 132 1227 31 38 210 22 90 20 31 33 30 221 21 33 26 54 162 30 24
leaf_count=41 48 187 36 34 71 23 70 48 33 65 30 132 1227 31 38 210 22 90 20 31 33 30 221 21 33 26 54 162 30 24
internal_value=0 0.000372074 0.00033532 0.000674324 0.000415957 0.000682632 0.000701054 0.000629582 0.00024085 0.000476685 0.000552208 0.000275128 0.000695011 0.000614037 0.000561258 0.000643335 0.000362434 0.000702153 0.00065133 0.000677704 0.000707385 0.000666178 0.000619048 0.0001012 0.000353406 0.000489859 0.000691937 0.000686213 0.000414822 0.000675811
internal_weight=0 667 595 2454 321 2355 1748 607 274 99 101 220 1678 136 105 559 88 1542 536 295 1452 225 241 54 220 64 264 192 66 72
internal_count=3121 667 595 2454 321 2355 1748 607 274 99 101 220 1678 136 105 559 88 1542 536 295 1452 225 241 54 220 64 264 192 66 72
is_linear=0
shrinkage=0.00196078


Tree=7609
num_leaves=31
num_cat=0
split_feature=1 3 4 39 2 2 40 401 4 13 1 50 133 13 15 4 402 16 52 13 4 131 16 51 13 51 15 2 483 1447
split_gain=0.32481 0.0600936 0.0511794 0.0473064 0.0378949 0.0344379 0.0344871 0.0342806 0.0504108 0.0317441 0.030018 0.0382756 0.0436152 0.0384543 0.0380329 0.0289892 0.0282038 0.0274466 0.0266453 0.0256473 0.0250903 0.0248689 0.0246102 0.0447959 0.0318597 0.0432845 0.0676176 0.0428861 0.0314469 0.0369558
threshold=0.11146500000000002 0.31299000000000005 0.27834500000000006 0.087735000000000021 1.0000000180025095e-35 0.095545000000000005 0.051255000000000002 0.080710000000000018 -0.51843499999999987 -0.23438999999999996 0.089625000000000024 0.089465000000000017 0.087035000000000015 0.0061450000000000003 0.092400000000000024 -0.073934999999999987 0.11462500000000002 -0.11676499999999999 0.0060650000000000009 -0.15078499999999997 -0.031404999999999995 0.082070000000000018 -0.071854999999999988 0.11144500000000002 -0.0044799999999999987 -0.095144999999999993 -0.040804999999999994 0.084755000000000011 -0.096724999999999992 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 10 7 8 -7 -10 19 12 17 14 15 -13 -9 -12 -3 -1 -6 -11 -21 24 25 26 -24 -26 -27 -30
right_child=1 18 -4 -5 20 6 -8 16 9 21 11 13 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 27 28 -28 -29 29 -31
leaf_value=0.0091489683306362063 0.0061087318339074657 0.00015537066206747257 0.0034606757619140022 0.0024256725561204611 0.0064168305727295011 0.010493084872988138 0.0013872215594165028 0.00013467002427205443 0.0021310998098924756 0.0059686584264525997 0.0022291926415637137 0.011301190742561895 0.0016404982135435075 0.0027482709195464851 0.0054885035649123093 0.0071805006579348926 0.0051728703719563784 0.0057676378056129678 0.0035165163262076134 0.0068316146213763312 0.0029825037090445107 0.0036367599316872654 0.0060990291314997848 0.0017549193580634892 0.010307828809779424 0.0087266266902499817 -0.0015139822335913777 0.0063926846435707479 0.008553510322235525 0.0054819928466033254
leaf_weight=36 105 77 77 152 26 22 20 20 25 536 25 31 38 20 54 38 25 178 34 763 117 50 28 24 39 41 20 99 44 357
leaf_count=36 105 77 77 152 26 22 20 20 25 536 25 31 38 20 54 38 25 178 34 763 117 50 28 24 39 41 20 99 44 357
internal_value=0 0.00324351 0.00600047 0.00381477 0.00466616 0.00607768 0.00547983 0.00560056 0.00579015 0.00562081 0.00630509 0.00551888 0.00474983 0.00681497 0.00747622 0.00903183 0.00293367 0.00533187 0.00118491 0.00651316 0.00360693 0.00576969 0.0064461 0.00599495 0.00615699 0.005779 0.00292694 0.00749914 0.00608873 0.00581902
internal_weight=0 511 2610 400 248 2533 698 678 633 611 1835 384 241 143 123 69 45 203 111 1451 143 586 1415 652 628 490 48 138 442 401
internal_count=3121 511 2610 400 248 2533 698 678 633 611 1835 384 241 143 123 69 45 203 111 1451 143 586 1415 652 628 490 48 138 442 401
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=31
num_cat=0
split_feature=1 12 1375 3 3 4 47 2 34 4 2 12 2 34 2 4 16 3 13 0 0 12 3 4 15 0 51 51 52 16
split_gain=0.267601 0.0661083 0.0431145 0.0406604 0.0363486 0.0349045 0.0518811 0.047683 0.0479268 0.0466338 0.0329462 0.0318172 0.028737 0.027446 0.0549227 0.0272898 0.0293378 0.0483724 0.0350761 0.0322721 0.0262269 0.0247474 0.0238254 0.022842 0.024015 0.0222525 0.0213249 0.0210666 0.0232893 0.0207757
threshold=0.11829500000000003 0.051320000000000005 -0.22860499999999997 -0.11171999999999999 0.31370500000000007 0.26450500000000005 0.096770000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.42642000000000008 0.090790000000000023 -0.42850999999999995 0.10855000000000002 -0.021334999999999996 0.11510000000000002 0.033845000000000007 -0.44310499999999992 -0.14989499999999997 -0.08645499999999999 -0.13027499999999997 -0.15202999999999997 0.090695000000000012 -0.012939999999999998 -0.04890499999999999 -0.042209999999999991 -0.036484999999999997 0.10681500000000001 -0.16666999999999996 0.048770000000000008 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 13 6 7 8 22 20 -9 -6 -4 -2 25 -3 17 -17 -18 -19 -7 -20 -5 -16 -25 -15 27 -12 -29 -13
right_child=4 15 3 5 11 9 -8 10 -10 -11 26 29 -14 14 23 16 18 19 21 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00038386413899178687 0.00070012538933444252 0.0057231861595470916 0.0037384469174536537 0.0023512507478396102 0.0031183961504960764 -7.9155377506350097e-05 0.0094782904031927937 0.0070983710756425157 -0.00079541377579936618 0.0063280970236519359 0.0072178818785080994 0.00084831892710291986 -0.0010653688089223578 0.0067829650790932096 0.0053716068178237906 0.0021312107458167401 0.0014154028130422642 0.010319547184432547 0.0072286699275155705 0.0059594042932389884 0.0043748674588277936 0.0041060597307036265 0.006855259116981989 0.0024168751437644936 -0.0012789762623253325 0.0033629005464414757 0.0078974820347502833 0.0035242767430061768 0.0069068650288196913 -0.0030668576129044044
leaf_weight=26 43 1879 33 24 34 39 27 90 26 29 24 33 20 52 21 24 41 24 31 58 20 140 23 108 21 30 20 134 24 23
leaf_count=26 43 1879 33 24 34 39 27 90 26 29 24 33 20 52 21 24 41 24 31 58 20 140 23 108 21 30 20 134 24 23
internal_value=0 0.00533115 0.0043602 0.00455417 0.00244974 0.00484439 0.00524843 0.00493553 0.00264959 0.0030446 0.00550702 0.000705359 0.00192569 0.00302063 0.00345073 0.0055782 0.00472149 0.00607985 0.0040423 0.00723554 0.00143068 0.00467215 0.00455534 0.00231312 0.00181522 0.00553172 0.004798 0.0044574 0.00403809 -0.0007597
internal_weight=0 2756 559 533 365 480 392 365 73 88 292 90 53 275 232 2197 318 106 212 82 59 171 47 150 129 82 202 182 158 56
internal_count=3121 2756 559 533 365 480 392 365 73 88 292 90 53 275 232 2197 318 106 212 82 59 171 47 150 129 82 202 182 158 56
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=31
num_cat=0
split_feature=1 2 4 1 0 30 33 1 43 123 16 457 3 4 0 16 1424 0 12 50 402 4 4 0 15 0 48 16 42 49
split_gain=0.218246 0.0608047 0.040961 0.0392649 0.046806 0.033609 0.0297889 0.0286652 0.0281117 0.0273375 0.0324236 0.0261716 0.0353567 0.0283875 0.0237205 0.0248063 0.0226983 0.0243011 0.0526395 0.029094 0.0306487 0.0270976 0.0220768 0.0458053 0.036741 0.0293323 0.0220314 0.0575975 0.0217852 0.0216483
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 0.084785000000000013 -0.033209999999999996 0.086065000000000016 0.083840000000000012 0.14860500000000001 -0.00045499999999999995 0.11679000000000002 -0.39185999999999993 0.045365000000000009 0.13524500000000003 0.36766000000000004 -0.010949999999999998 -0.25582999999999995 1.0000000180025095e-35 -0.075934999999999989 -0.083994999999999986 0.089465000000000017 0.033490000000000006 -0.085594999999999991 -0.16363499999999997 -0.062294999999999996 -0.045854999999999993 -0.069954999999999976 0.084670000000000009 -0.48836499999999994 0.11649000000000002 -0.039339999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 16 9 26 10 -2 12 13 -10 15 -9 17 21 -19 20 22 -1 -20 25 -25 -24 27 -5 -21 -12
right_child=7 2 3 8 -6 -7 -8 14 11 -11 29 -13 -14 -15 -16 -17 -18 18 19 28 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0061211217799836959 0.0015571798895261028 0.0059068231725688571 0.0048533670133604247 0.003892809876706451 0.0011769987938168925 0.0016550578650665181 0.0085856331182488557 -0.00088693769437006922 0.0080085585158767899 -0.00074759831325576197 0.0016987907063380323 0.0012810329167852897 0.0017872029710938602 0.0039600343624844629 -0.0024537906114181335 0.0037618808293094241 0.0083137520300667917 -0.00045443264217200606 0.0058769272445273156 0.0072443351295078178 0.00099492504839496384 0.005004515278726143 0.0037445355967848405 0.0042020375141873954 -0.0011299951126732463 0.0070151378311926419 0.0028566838733082561 -0.0031335188400199903 0.0039796255619054836 0.0046124729932475314
leaf_weight=256 107 89 258 20 40 29 24 22 29 23 34 39 37 43 22 24 21 22 74 60 29 1439 79 24 28 42 46 28 31 102
leaf_count=256 107 89 258 20 40 29 24 22 29 23 34 39 37 43 22 24 21 22 74 60 29 1439 79 24 28 42 46 28 31 102
internal_value=0 0.00478424 0.00391907 0.00359146 0.00435989 0.00503642 0.00508247 0.00207917 0.00264521 0.00254757 0.00285946 0.00350417 0.0042996 0.00559069 0.000246899 0.00153853 0.00504253 0.00500957 0.00429676 0.00458157 0.00407032 0.00517316 0.0044314 0.00381308 0.00133094 0.00487979 0.00129282 -0.000205882 0.00613218 0.00388405
internal_weight=0 2787 629 540 298 2158 2129 334 242 266 243 148 109 72 68 46 2105 2084 389 367 276 1695 247 173 52 121 94 48 91 136
internal_count=3121 2787 629 540 298 2158 2129 334 242 266 243 148 109 72 68 46 2105 2084 389 367 276 1695 247 173 52 121 94 48 91 136
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 2 1 0 48 47 13 4 447 49 52 1 4 1 1 12 156 475 1 1 0 47 12 52
split_gain=11.0547 1.67937 0.945763 0.670067 0.629258 0.552617 0.359814 0.340692 0.288958 0.251237 0.25111 0.214817 0.186128 0.194322 0.184242 0.149761 0.10365 0.101024 0.100353 0.112464 0.102089 0.0997364 0.110928 0.0996166 0.0970572 0.0966628 0.0928617 0.0905673 0.0826145 0.0813669
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13657000000000002 0.091265000000000013 0.077845000000000011 0.14285500000000004 0.085110000000000005 -0.14723999999999998 -0.015314999999999997 0.13148500000000005 -1.0000000180025095e-35 0.024790000000000003 0.084700000000000011 -0.054984999999999992 0.31359500000000001 0.11669000000000002 -0.013514999999999998 0.086920000000000011 0.075045000000000014 0.08401500000000002 0.086635000000000004 -0.087794999999999998 0.16540500000000002 0.13075500000000004 -0.038659999999999993 0.11043500000000002 0.095780000000000018 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 12 8 -4 10 9 -1 -7 24 17 -14 21 -2 23 29 20 28 26 22 -10 -11 -6 -5 -12 -17 -20 -3
right_child=1 4 6 25 11 7 -8 -9 14 16 18 -13 13 -15 -16 27 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079412251998774597 0.00042003216595092795 0.00030403072457937968 0.00063048918478462209 0.00038600973401437785 0.00016546448706582838 0.00044139198520604301 0.00036801987055517285 0.00041862265073425988 0.00052367943406007639 0.00055491952042953645 0.00063114717056528323 0.00036090419636856691 0.00050626043412907451 0.00033024787978643786 0.00043669781611100131 0.00063135997977289916 0.00056106752770788526 0.00024902880727164291 0.00062698261551083977 0.00047986851390882819 0.00068714881237163627 0.00064186995744717242 0.00069229784841630978 0.00067802951051011543 1.6972125489629951e-05 0.00023877240347050532 0.00054060431705790584 0.00051684945018268095 0.0005620432935435982 0.00044029086942562972
leaf_weight=68 23 63 28 60 110 34 71 39 60 26 268 20 38 66 20 79 32 101 183 33 104 388 20 900 20 24 52 40 128 23
leaf_count=68 23 63 28 60 110 34 71 39 60 26 268 20 38 66 20 79 32 101 183 33 104 388 20 900 20 24 52 40 128 23
internal_value=0 0.00034532 0.000629996 0.000482758 0.000274888 0.000637888 0.000442254 0.000597587 0.000660274 0.000678956 0.00060629 0.000171724 0.000328065 0.00039456 0.000620996 0.000564874 0.000670781 0.000291083 0.00061359 0.000588706 0.000633779 0.000628872 0.000565834 0.000674573 0.00014262 0.000343942 0.000616434 0.000592869 0.000600255 0.000340472
internal_weight=0 667 2454 226 441 2355 99 841 1514 1026 802 150 291 104 488 142 958 187 768 344 424 468 80 926 130 84 320 119 311 86
internal_count=3121 667 2454 226 441 2355 99 841 1514 1026 802 150 291 104 488 142 958 187 768 344 424 468 80 926 130 84 320 119 311 86
is_linear=0
shrinkage=0.00196078


Tree=7613
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 1 4 2 14 52 12 2 13 457 1 0 4 47 0 15 4 4 12 1 14 0
split_gain=22.5566 3.36538 2.07884 1.76923 1.39514 1.10439 0.823034 0.648834 0.645724 0.534947 0.456806 0.410152 0.381739 0.316819 0.298421 0.264939 0.230065 0.222251 0.216294 0.312749 0.21003 0.179706 0.274948 0.176473 0.170401 0.167715 0.160077 0.159805 0.155221 0.208902
threshold=0.10508500000000001 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.40473500000000007 0.14285500000000004 0.092845000000000025 0.086920000000000011 0.27834500000000006 0.17025000000000004 0.062655000000000016 -0.55252499999999982 0.08401500000000002 0.14530500000000005 -0.004174999999999999 0.080930000000000016 1.0000000180025095e-35 -0.030209999999999997 0.0067750000000000006 0.10648500000000001 -0.12333499999999999 0.040760000000000005 0.015030000000000002 -0.036839999999999991 0.095780000000000018 0.11551000000000002 -0.46166999999999997 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 15 9 27 10 -5 12 13 16 -1 -7 -11 21 -4 18 19 24 -16 28 -23 -20 -15 -2 -26 -6 -3 -30
right_child=1 2 11 8 6 7 -8 -9 -10 14 -12 -13 -14 17 20 -17 -18 -19 23 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00097773738583112097 0.00098312122856869413 0.00059964307516910669 0.00028752382293383444 0.00086714859220737741 0.00092941335436342806 0.0010402587897416799 0.00048045457837674516 0.0006267263448683384 0.00053779481663642566 0.00078559967494787775 0.00059392703039681208 0.0001349708474288341 0.0011451811820215507 0.00091781020146453963 0.00094190618648558333 0.0002788326559113521 0.00046927401540326134 0.00071781926703170628 0.00092224737114659822 0.00072187581190875927 0.00077788845474919741 0.00044998994886316201 0.00075317365542143099 0.0011182870710237714 0.00089525197593581904 0.00077431186073634469 0.0007792831009340546 0.00075594018868991686 0.00055653406222818671 0.00041314274139178447
leaf_weight=1085 50 30 81 37 35 53 38 39 60 68 20 49 55 324 332 25 40 30 55 46 33 23 23 26 102 21 83 49 52 157
leaf_count=1085 50 30 81 37 35 53 38 39 60 68 20 49 55 324 332 25 40 30 55 46 33 23 23 26 102 21 83 49 52 157
internal_value=0 0.000517614 0.000469996 0.000922936 0.000542277 0.000933643 0.0007199 0.000873215 0.000663425 0.000963531 0.000886223 0.000286317 0.000985816 0.000894354 0.000904859 0.000472374 0.000347607 0.000882743 0.000890522 0.000876708 0.000927077 0.000489352 0.000601582 0.000985174 0.000890701 0.000921361 0.000843223 0.000828221 0.000467751 0.000448819
internal_weight=0 673 602 2448 432 2351 122 778 97 1573 739 170 1140 719 433 310 121 666 636 555 365 285 46 81 509 71 185 84 239 209
internal_count=3121 673 602 2448 432 2351 122 778 97 1573 739 170 1140 719 433 310 121 666 636 555 365 285 46 81 509 71 185 84 239 209
is_linear=0
shrinkage=0.00196078


Tree=7614
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 47 0 402 3 3 13 12 0 15 10 48 39 43 43 40 43 4 0 1213 43 16 2 43 133 52
split_gain=0.287252 0.07268 0.0407108 0.0398112 0.0446802 0.0346028 0.0405231 0.0375451 0.0345735 0.0324139 0.0338718 0.0309217 0.0307721 0.0414587 0.0371042 0.0295904 0.0323995 0.0478375 0.028751 0.0264154 0.0262354 0.0245699 0.0366524 0.0258346 0.0256015 0.0243842 0.0234336 0.0382506 0.0366866 0.0251513
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.08104500000000002 -0.078139999999999973 0.085505000000000012 -0.040504999999999992 0.09388500000000001 -0.010424999999999999 0.13524500000000003 0.021350000000000004 0.08815000000000002 -0.10474999999999998 -0.14147499999999996 -0.0069899999999999988 0.083685000000000009 0.088895000000000016 -0.095049999999999982 -0.085474999999999982 -0.0087249999999999984 -0.076124999999999984 -0.00099499999999999979 -0.092404999999999973 0.11146500000000001 0.055925000000000009 -0.16927999999999996 0.088745000000000004 0.0034250000000000005 0.087985000000000022 -0.0087299999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 7 19 8 20 10 -6 26 13 -10 -14 16 17 -4 -17 -7 -2 22 -13 -24 -25 -22 -3 28 29 -28
right_child=5 11 3 -5 9 6 -8 -9 12 -11 -12 21 14 -15 -16 18 -18 -19 -20 -21 25 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00075708370422944427 0.0021385696240031394 0.006472478565942537 0.0068995644382777669 0.0082719390216315618 0.0057649551672563897 0.0019224860816307013 9.4475788951274895e-05 -0.0021699833406490228 0.0062676753605837411 0.0024315596935957731 0.0017723459062045036 0.0079668986128031537 -0.0037380078999558462 0.00043919652055662416 0.0011874800398744322 0.0070501382874291656 -0.001153229703553594 0.00089390598392734928 0.0030332001436938895 0.0060098041918536186 0.0029747213075018448 0.0047422954616316666 0.0054036181817612708 0.0094163197219710466 0.0052205202330906806 0.0074864327422110369 0.0083953029691026769 0.0014549995362661626 0.0035347613362925281 0.0050599417152261596
leaf_weight=28 56 695 21 29 279 21 21 21 23 40 23 67 20 26 65 28 26 36 49 64 23 359 853 33 26 25 52 24 48 40
leaf_count=28 56 695 21 29 279 21 21 21 23 40 23 67 20 26 65 28 26 36 49 64 23 359 853 33 26 25 52 24 48 40
internal_value=0 0.00549151 0.00447344 0.0046694 0.00446129 0.00250618 0.00402815 0.00188329 0.00224093 0.00510658 0.00546088 0.00575054 0.00117912 0.00317501 2.85417e-05 0.00308199 0.00177214 0.00310652 0.0044939 0.005 0.00360903 0.00544994 0.00570944 0.00554359 0.00756732 0.00532457 0.00621876 0.00514355 0.00577587 0.00694515
internal_weight=0 2756 559 531 502 365 106 259 238 342 302 2197 134 49 85 160 83 57 77 85 104 1338 979 912 59 48 859 164 140 92
internal_count=3121 2756 559 531 502 365 106 259 238 342 302 2197 134 49 85 160 83 57 77 85 104 1338 979 912 59 48 859 164 140 92
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 14 1 44 2 2 2 4 1 2 14 52 457 47 0 3 2 475 475 160 1420 51 49 0
split_gain=14.643 2.22959 1.48696 1.23185 0.78368 0.72608 0.623408 0.427251 0.406063 0.3872 0.357454 0.308472 0.306549 0.242124 0.239337 0.208634 0.151077 0.141292 0.132962 0.126372 0.122946 0.113852 0.102937 0.0991317 0.116748 0.0936606 0.0927943 0.0995938 0.0919758 0.0898935
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.094585000000000016 0.092235000000000025 0.11474000000000002 0.14960000000000004 0.40945500000000007 0.088770000000000016 0.086000000000000007 0.096015000000000017 -0.56176499999999996 0.080930000000000016 0.090100000000000013 -0.066689999999999985 -0.010424999999999999 0.14960000000000004 -0.088274999999999978 -0.10664 -0.067824999999999983 -0.083604999999999985 0.11144500000000002 0.11560500000000001 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 19 7 10 -5 12 14 -7 13 -4 23 20 -9 -12 29 -3 -16 -15 -6 24 -1 -23 -25 28 -28 -19
right_child=1 2 9 8 22 11 -8 16 -10 -11 17 -13 -14 21 15 -17 -18 18 -20 -21 -22 25 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00076435577051312312 0.00070979645970827357 0.00035210481876677514 0.00036477494986548157 0.00067090867248373461 0.000571287128536459 0.00063316174893091428 0.00042380566749480154 0.00091740207124545777 0.00040645583050605928 0.00048784070095020789 0.0008001517898896162 0.00037856803281731855 0.00011539424656285631 0.00029272145869157807 0.00071723505016512421 0.00050108350174245882 0.0007337618417569186 0.0006905292333518455 0.00055259679109345076 0.00048371463420840156 0.0005585235201151055 0.00027411931890465607 0.00038904975116432701 0.00088385233984274018 0.00055249267349056163 0.00011896697963810234 0.00076162436211991166 0.00065523878047879438 0.00064354536782382655 0.00055691145214379993
leaf_weight=20 72 187 59 34 22 77 26 61 65 22 40 24 79 41 304 20 24 603 30 33 20 21 26 22 20 52 1034 37 26 20
leaf_count=20 72 187 59 34 22 77 26 61 65 22 40 24 79 41 304 20 24 603 30 33 20 21 26 22 20 52 1034 37 26 20
internal_value=0 0.000383906 0.000344471 0.000711542 0.00072055 0.000435032 0.000725709 0.00072915 0.000497278 0.000238375 0.000723871 0.000572664 0.000216596 0.00026281 0.000740858 0.000695441 0.000865551 0.000687029 0.0006801 0.000371846 0.000707438 0.000210038 0.000472575 0.000754338 0.000658424 0.0001636 0.000757766 0.000755238 0.000758728 0.00068624
internal_weight=0 667 595 2454 2355 321 2307 2281 99 274 2196 101 252 173 1503 344 85 693 653 220 324 114 48 1159 40 73 1119 1097 1060 623
internal_count=3121 667 595 2454 2355 321 2307 2281 99 274 2196 101 252 173 1503 344 85 693 653 220 324 114 48 1159 40 73 1119 1097 1060 623
is_linear=0
shrinkage=0.00196078


Tree=7616
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 4 1 14 2 4 48 1 2 156 475 52 1 47 1 0 160 3 157 1 15 1420 3
split_gain=12.7878 1.92646 1.21679 1.07862 0.731395 0.711486 0.439559 0.364336 0.317722 0.317535 0.273749 0.243672 0.200278 0.188935 0.183976 0.115931 0.108771 0.168041 0.108688 0.134893 0.106944 0.101168 0.0983121 0.0897172 0.10614 0.0891871 0.079483 0.0808793 0.0748641 0.12549
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14285500000000004 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.42051500000000003 -0.015314999999999997 0.089625000000000024 -0.0091949999999999983 1.0000000180025095e-35 -0.08230999999999998 0.039215000000000007 0.095950000000000021 0.090100000000000013 1.0000000180025095e-35 -0.095504999999999993 -0.067824999999999983 -0.0025099999999999996 0.11779500000000001 0.14699000000000004 -0.40580499999999992 -0.083604999999999985 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 13 11 -6 -5 14 12 -4 -7 28 -16 17 -15 19 21 -3 -19 -17 -14 -25 -18 -13 -28 -1 -30
right_child=1 2 7 9 8 6 -8 -9 -10 -11 -12 26 23 16 15 22 25 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00081535545634288408 0.00066446925779467991 0.00032925141734073242 0.00035499868722039743 0.00062126703968544449 0.00061994179799325626 0.00048933416451297064 0.00042816244764370558 0.00042284372331270563 0.00038461683400194433 0.00038614035620989783 0.00083122946543455272 0.00018316514030666735 0.00031047599156073385 0.00078640944358347503 0.00052141343852392342 0.00057480180829898254 0.00074599216414630431 0.00060296073525324906 0.00065705755270946474 0.00046260837842923363 0.0004517784184666679 0.00072986401168436083 0.00068085469377057218 0.00024078307889861052 8.4541414752511268e-05 0.00062386652040096586 0.00015764405596366323 -6.9486097511804961e-06 0.00061458980494849091 0.00071135078280195078
leaf_weight=25 74 190 52 34 71 30 39 34 32 63 62 53 22 28 23 39 71 229 296 24 32 27 243 35 32 34 22 24 54 1127
leaf_count=25 74 190 52 34 71 30 39 34 32 63 62 53 22 28 23 39 71 229 296 24 32 27 243 35 32 34 22 24 54 1127
internal_value=0 0.000366 0.000329127 0.000671184 0.000410272 0.000679544 0.000631042 0.000232879 0.000546831 0.000468556 0.000703533 0.000205968 0.00025832 0.000641749 0.000698294 0.00065527 0.000648198 0.000638072 0.000630861 0.000603168 0.000346913 0.000616345 0.000666188 0.000201834 0.00016616 0.000706447 0.000131406 7.17696e-05 0.000709174 0.000706926
internal_weight=0 673 599 2448 325 2351 778 274 103 97 1573 240 141 739 1511 305 709 604 576 280 222 256 282 89 67 105 99 46 1206 1181
internal_count=3121 673 599 2448 325 2351 778 274 103 97 1573 240 141 739 1511 305 709 604 576 280 222 256 282 89 67 105 99 46 1206 1181
is_linear=0
shrinkage=0.00196078


Tree=7617
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 2 1 14 4 2 4 16 1 3 2 131 52 457 1 2 0 15 4 48 52 2 4 2
split_gain=19.6485 3.09708 1.98782 1.70898 1.09206 0.955851 0.696051 0.587196 0.56346 0.518592 0.481147 0.407251 0.436953 0.375681 0.374691 0.518088 0.424971 0.220929 0.187355 0.194419 0.221661 0.184156 0.1594 0.156271 0.135197 0.132202 0.125358 0.168402 0.121877 0.121457
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 -1.0000000180025095e-35 0.14285500000000004 0.077845000000000011 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.42051500000000003 -0.52595999999999987 0.085605000000000014 -0.116045 0.089775000000000008 0.086835000000000009 -0.56176499999999996 0.080930000000000016 0.075045000000000014 0.31358000000000003 -0.030209999999999997 -0.46471999999999997 0.59999500000000017 0.081805000000000017 -0.024714999999999997 0.10613000000000002 -0.036839999999999991 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 26 9 -4 13 -5 14 -6 12 -8 -7 29 -16 -17 21 -15 20 22 -13 -20 24 -14 -10 -3 -28 -2 -1
right_child=1 2 6 8 10 7 11 -9 25 -11 -12 17 23 18 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00090733097110190226 0.00090333091394574031 0.00040056030202244899 0.00060521055091605107 0.0008275949299669399 0.00078355877793187501 0.00055002141691723461 0.00046515971664853092 0.00055857562755462573 0.00038027645730157836 0.0010471531982515373 0.00049396893043783215 0.00018045841742001808 0.00044247111196027086 0.00095007852319593398 0.00051934638005845688 0.00085468597870360145 0.00056235335221714979 0.00034896884480434834 0.00081047440773921473 0.00061785582818236996 0.00091470930842408053 -3.5922211028781593e-05 0.00068300767244299811 0.00014976994995724669 0.00023139470337736173 0.00056047945175815 0.00061488580689126368 0.00044773150488462937 0.0007333435799950867 0.00086567381303874372
leaf_weight=798 50 106 26 28 71 21 59 39 24 70 32 62 20 38 20 434 20 22 370 20 73 20 42 37 28 45 32 84 24 406
leaf_count=798 50 106 26 28 71 21 59 39 24 70 32 62 20 38 20 434 20 22 370 20 73 20 42 37 28 45 32 84 24 406
internal_value=0 0.00046976 0.000423008 0.000848053 0.000526723 0.000858576 0.00029999 0.000791261 0.000592999 0.000881798 0.000693589 0.000267991 0.000335517 0.000807351 0.0008749 0.000828202 0.000841808 0.000174493 0.000817303 0.000807312 0.000815125 0.000127683 0.00079748 0.000245529 0.000319343 0.0004978 0.000449303 0.000493843 0.0008482 0.000893284
internal_weight=0 673 599 2448 325 2351 274 603 97 1748 103 248 144 564 1678 474 454 104 543 505 485 82 412 85 48 69 222 116 74 1204
internal_count=3121 673 599 2448 325 2351 274 603 97 1748 103 248 144 564 1678 474 454 104 543 505 485 82 412 85 48 69 222 116 74 1204
is_linear=0
shrinkage=0.00196078


Tree=7618
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 159 11 4 3 43 2 4 4 0 16 0 52 12 2 4 12 47 1 14 4 49 11
split_gain=18.2081 2.94514 1.80965 1.41159 0.96925 0.761778 0.739771 0.674636 0.549389 0.488366 0.452505 0.401005 0.371517 0.344411 0.401627 0.322269 0.275047 0.281665 0.247254 0.235457 0.217104 0.215433 0.209821 0.178641 0.175147 0.161932 0.152828 0.142972 0.141692 0.127632
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.13501500000000002 0.36766000000000004 0.092845000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 -0.12018999999999998 -0.13868499999999997 0.14285500000000004 0.42051500000000003 0.0061450000000000003 -0.23194499999999998 -0.12029499999999999 -0.11173999999999999 -0.034054999999999995 0.09320500000000001 0.094835000000000017 -0.031404999999999995 0.092550000000000007 0.090100000000000013 0.14754500000000001 -0.23083499999999998 -0.036839999999999991 0.088340000000000016 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 7 24 6 9 21 -4 11 -6 12 -5 14 -10 18 -17 -18 22 -14 29 -1 -13 -20 26 -15 -3 -2 -23 -11
right_child=1 2 8 5 10 -7 -8 -9 13 20 -12 15 19 25 -16 16 17 -19 23 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009077692169602177 0.00089959195899028403 0.00055552172197110281 0.0005790388669543316 0.0008873710570549097 0.0007730519218551871 0.00057515453017195487 0.00051611888525532736 0.00050129704332323361 0.00046583546063097932 0.0011091572786468306 0.00049095208752060341 0.00087617715658927834 0.00045387622852163941 0.00026509533242514245 0.00025527014044213355 0.00099143770768069742 0.00085364299451393024 0.00072665482729398394 0.00088111602441937314 0.00072949479810252983 0.00086745530158584326 0.00058388620450654455 0.0006537027530608134 0.00083588506051983792 0.00058421155773169639 0.00010989287459547175 0.00040510101144272816 0.00071548068883761856 0.0007892008276045823 0.00096014781222348937
leaf_weight=28 50 31 26 28 69 39 25 66 59 39 32 28 22 56 85 25 111 170 1175 26 54 24 39 470 33 48 160 24 28 51
leaf_count=28 50 31 26 28 69 39 25 66 59 39 32 28 22 56 85 25 111 170 1175 26 54 24 39 470 33 48 160 24 28 51
internal_value=0 0.000470841 0.00042525 0.000835004 0.000524207 0.000846862 0.000851544 0.000648041 0.000307874 0.000855291 0.000683674 0.000847696 0.000707875 0.000279445 0.000341543 0.000852962 0.000794352 0.000776817 0.000863437 0.00060317 0.000965745 0.000769105 0.000746677 0.000868193 0.000452305 0.000193463 0.000429515 0.00083988 0.00069444 0.00102472
internal_weight=0 673 599 2448 325 2302 2263 146 274 2238 101 2094 76 248 144 2018 306 281 1712 48 144 80 67 1645 224 104 191 74 52 90
internal_count=3121 673 599 2448 325 2302 2263 146 274 2238 101 2094 76 248 144 2018 306 281 1712 48 144 80 67 1645 224 104 191 74 52 90
is_linear=0
shrinkage=0.00196078


Tree=7619
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 47 14 1 2 4 48 1 3 0 14 47 0 131 160 3 49 15 4 4 1 12 43
split_gain=15.9455 2.5894 1.71584 1.32903 0.957681 0.778505 0.468407 0.459925 0.457311 0.455055 0.399172 0.332181 0.294541 0.256483 0.237594 0.348575 0.173348 0.166718 0.149615 0.136965 0.133971 0.124465 0.149093 0.119866 0.108204 0.150531 0.106117 0.14012 0.149175 0.0981882
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14285500000000004 0.40473500000000007 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.27834500000000006 -0.015314999999999997 0.085110000000000005 -0.11171999999999999 -0.10324499999999999 0.062655000000000016 0.090100000000000013 0.18019500000000002 0.082750000000000004 -0.067824999999999983 -0.0025099999999999996 -0.054319999999999993 -0.41396999999999995 0.015030000000000002 -0.013125 0.093100000000000002 0.095780000000000018 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 9 13 -6 11 14 -5 12 -4 -7 -1 -16 -17 19 -3 26 24 -14 -23 -12 -13 -26 29 28 -28 -15
right_child=1 2 8 10 7 6 -8 -9 -10 -11 23 20 21 17 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0008238814859556177 0.00078470871942221457 0.00039889308419251591 0.0004575372700260595 0.00072575971922453711 0.00073650982441806029 0.00057147670561581655 0.00052857498187420051 0.00045337855368487388 0.0004944586475415213 0.00097847421766081451 0.00054368278276190757 0.00021380757601999203 0.00038413316430643086 0.0007975141554951398 0.00051767930717152709 0.00067428680210560846 0.00079550363714902498 0.00092459437893886189 0.00054381785014936447 0.00059130826928451951 0.00030778059589804387 0.00030650083549684046 0.00013612409723767389 0.00037243253085762263 0.0001740598652414442 -5.0486081965440312e-05 0.00078180402246518085 0.00059501132565992155 0.0006924853793130822 0.00071888938416734053
leaf_weight=1030 74 190 39 34 71 30 39 32 34 62 33 33 23 269 20 51 410 22 32 20 20 39 40 30 24 22 164 27 128 79
leaf_count=1030 74 190 39 34 71 30 39 32 34 62 33 33 23 269 20 51 410 22 32 20 20 39 40 30 24 22 164 27 128 79
internal_value=0 0.000438674 0.000395925 0.000779461 0.000492284 0.000788741 0.000738006 0.000648547 0.000281632 0.000813835 0.00055454 0.000251481 0.000312606 0.000749059 0.000807079 0.000771099 0.000782094 0.000756573 0.000419783 0.000751192 0.000164424 0.000257192 0.000220234 0.000462135 0.000128132 6.66683e-05 0.000755986 0.000730155 0.000742651 0.000779665
internal_weight=0 673 599 2448 325 2351 778 103 274 1573 97 240 141 739 1511 481 461 709 222 687 99 102 79 63 79 46 667 319 292 348
internal_count=3121 673 599 2448 325 2351 778 103 274 1573 97 240 141 739 1511 481 461 709 222 687 99 102 79 63 79 46 667 319 292 348
is_linear=0
shrinkage=0.00196078


Tree=7620
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 4 1 2 2 4 1 52 0 14 47 2 49 3 475 0 3 481 1 51 15 1
split_gain=33.1797 5.32975 3.202 2.90168 1.89611 1.53608 1.19475 0.986046 0.962737 0.821415 0.803219 0.654277 0.633289 0.475325 0.344696 0.306382 0.245698 0.217985 0.214205 0.172511 0.168042 0.155275 0.153346 0.149027 0.14138 0.126368 0.125879 0.151478 0.124246 0.158257
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.14285500000000004 0.089885000000000007 0.40945500000000007 0.091195000000000012 -0.55692499999999978 -0.23001499999999997 0.096015000000000017 0.090100000000000013 0.098630000000000009 -0.053364999999999996 -0.017889999999999996 -0.082014999999999991 -0.026509999999999995 0.090900000000000009 -0.00058999999999999992 0.11669000000000002 -0.085989999999999997 -0.41942499999999994 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 12 11 -6 -5 13 14 -4 24 -14 -17 -9 26 25 -12 -15 -21 -24 -1 -18 27 -3 -13 -30
right_child=1 2 8 10 9 -7 -8 17 -10 -11 20 28 15 21 -16 16 19 -19 -20 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00094614228337169674 0.00090036460112814277 0.000207032093940321 0.00038971285706464957 0.00079439088074874994 0.00080234847759153591 0.00055040251669090455 0.00046960481387727399 0.0011788829313294751 0.00047185482199648798 0.00041537430940889844 0.00051395766858136095 9.9799020597010369e-05 0.0010056207397584642 0.00025452323846847694 0.00085708923677709653 0.00066282172795514361 0.00097665760864396717 0.00095829478483281879 0.00050967307102800616 0.00096916450049902342 0.00031078268016327711 8.8087450234253741e-05 0.00082775389564007196 0.00069553526814298519 0.00082445411598218562 0.000870857131681852 0.00024520767843321038 0.00039052343142661724 4.0408029547037279e-05 -0.0001603485376415718
leaf_weight=1079 71 20 43 34 71 48 24 61 37 30 34 37 52 32 220 26 49 24 33 26 29 66 287 37 38 380 43 128 36 26
leaf_count=1079 71 20 43 34 71 48 24 61 37 30 34 37 52 32 220 26 49 24 33 26 29 66 287 37 38 380 43 128 36 26
internal_value=0 0.00039227 0.000332345 0.000883856 0.000464365 0.000897568 0.000904804 0.000909387 0.000177448 0.000687406 0.000551511 0.00013206 0.000901359 0.000217845 0.00092803 0.00085975 0.000850328 0.0011166 0.000363798 0.000856586 0.000420433 0.000142434 0.000824281 0.000812655 0.000942002 0.000882942 0.000338595 0.000365727 9.88072e-06 -4.37802e-05
internal_weight=0 673 602 2448 325 2351 2303 2279 277 101 97 240 2194 141 1337 857 805 85 224 779 63 98 350 324 1117 429 191 148 99 62
internal_count=3121 673 602 2448 325 2351 2303 2279 277 101 97 240 2194 141 1337 857 805 85 224 779 63 98 350 324 1117 429 191 148 99 62
is_linear=0
shrinkage=0.00196078


Tree=7621
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 2 16 49 4 1 2 12 40 1 39 475 4 2 3 52 0 12 50
split_gain=10.2202 1.60914 0.917201 0.700544 0.650437 0.520228 0.431817 0.36343 0.327074 0.296048 0.277441 0.219242 0.219056 0.213819 0.17754 0.166269 0.130683 0.124736 0.112799 0.106713 0.106259 0.101584 0.0954922 0.0945679 0.0828693 0.0825591 0.0794978 0.0981817 0.0834319 0.0693369
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.092845000000000025 0.14285500000000004 0.089625000000000024 0.090425000000000019 -0.52595999999999987 -0.054984999999999992 -0.15289999999999995 0.16175000000000003 -0.0091949999999999983 0.08815000000000002 -0.077714999999999992 0.13075500000000004 0.098220000000000016 -0.06562999999999998 -0.50940999999999981 0.11411 0.090900000000000009 -0.55252499999999982 -0.030209999999999997 0.11734000000000001 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 19 -8 11 -4 13 18 17 -7 -2 -9 29 -13 23 -3 24 -17 -15 -1 -5 -25 -24 28 -28 -6
right_child=1 4 9 20 16 10 7 15 -10 -11 -12 12 -14 22 -16 21 -18 -19 -20 -21 -22 -23 26 25 -26 -27 27 -29 -30 -31
leaf_value=0.00078517352274515035 0.00040667324790608799 0.00027864983067939095 0.00057351563192971117 0.00048188878402433919 0.00014863963155234013 0.00038573946255971402 0.0005083536538335071 0.00049269424641833594 0.00076813400637500671 0.00035188415121336584 0.00041131696815037319 0.00046586162725881138 0.00040592824879840002 0.00066052580976293717 0.00059485803306849161 0.00032555528764643239 7.8169659413153841e-06 0.00061619836707491895 0.00062625294996003532 0.00014624910194919829 0.00022821005395182951 0.00019578019389230496 0.00069730872867488063 0.00066163255162284701 0.00032911096180261474 0.00056160185398922407 0.00059716481928956638 0.00048307015857646364 0.00049106230575239802 0.00027527861428279396
leaf_weight=23 23 44 37 21 68 20 53 20 76 62 39 23 23 68 119 135 21 274 603 50 24 28 21 819 39 33 260 41 32 22
leaf_count=23 23 44 37 21 68 20 53 20 76 62 39 23 23 68 119 135 21 274 603 50 24 28 21 819 39 33 260 41 32 22
internal_value=0 0.000345881 0.000619602 0.000480414 0.000276937 0.000627374 0.000320611 0.000365375 0.000642138 0.000434716 0.000569851 0.000636813 0.00059028 0.000583839 0.000564377 0.000323966 0.000147097 0.000604556 0.000646887 0.000208224 0.000338477 0.000303263 0.000593227 0.000661107 0.000382583 0.000657758 0.0005803 0.000572921 0.000585537 0.000179596
internal_weight=0 667 2454 226 441 2355 330 236 1874 99 481 1798 320 442 142 183 111 297 1478 94 84 163 422 875 60 852 354 333 292 90
internal_count=3121 667 2454 226 441 2355 330 236 1874 99 481 1798 320 442 142 183 111 297 1478 94 84 163 422 875 60 852 354 333 292 90
is_linear=0
shrinkage=0.00196078


Tree=7622
num_leaves=31
num_cat=0
split_feature=1 1 124 52 2 2 3 42 43 45 4 4 2 15 15 41 43 3 4 4 0 16 52 3 16 13 1452 13 52 1447
split_gain=0.810879 0.149116 0.0832784 0.073093 0.068334 0.0648803 0.0585243 0.0503576 0.0484105 0.0469418 0.057888 0.0455924 0.0531408 0.0454924 0.0380598 0.059684 0.0449228 0.0450233 0.0600184 0.0392804 0.0563954 0.0498396 0.0373639 0.0349346 0.034338 0.0309954 0.0305758 0.0270613 0.0261709 0.042412
threshold=0.10538500000000002 0.12337000000000002 -0.076779999999999987 -0.40306999999999998 1.0000000180025095e-35 0.13404500000000005 -0.014944999999999998 -0.0060199999999999993 -0.080324999999999994 0.084355000000000013 0.40124500000000002 0.42051500000000003 0.14285500000000004 -0.41396999999999995 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.090900000000000009 -0.059649999999999988 -0.50427999999999995 -0.075359999999999996 0.40020000000000006 -0.046924999999999988 -0.10519499999999998 0.13751500000000003 -0.052719999999999996 0.087755000000000014 -0.0062949999999999994 0.11434500000000002 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 6 9 -5 -1 -9 10 14 12 -3 27 16 28 -4 19 -19 23 26 22 25 -18 -7 -22 -21 -13 29 -16
right_child=1 11 5 4 -6 24 -8 8 -10 -11 -12 13 -14 -15 15 -17 17 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0090358504047617326 0.0096478430235660394 0.0060770418807086389 0.0040731136967951899 0.0088848122284333735 0.0046525721267928451 0.0030906785167408766 0.0033271299481081465 0.0064953740977216519 0.00083406316900990266 0.01398118307814002 0.0042300127509709764 0.0021622902793582356 0.0021618043492448386 -0.0011747566168196499 0.013297889457504836 0.013336735201159085 0.014208956297349046 0.0090097234199507815 0.0037525393188190767 0.0091414824409576292 0.0066395169811915948 0.0089461149752051352 0.0077017213521265579 0.0089654086623340845 0.0084128904749046687 0.0015829732641577722 0.012123238885154326 0.0057415963474860684 0.0082957292270688168 0.0095319078067000705
leaf_weight=40 57 91 20 90 202 27 24 44 23 20 24 86 56 33 31 41 27 49 39 769 22 105 52 24 22 27 36 28 166 846
leaf_count=40 57 91 20 90 202 27 24 44 23 20 24 86 56 33 31 41 27 49 39 769 22 105 52 24 22 27 36 28 166 846
internal_value=0 0.00502437 0.00895648 0.00635183 0.00575729 0.00908086 0.00771477 0.00622817 0.00455194 0.00915764 0.00911529 0.00334023 0.00458552 0.00209493 0.0091673 0.00959421 0.00877178 0.00885349 0.00667984 0.00903361 0.00889701 0.00742059 0.00583465 0.0117414 0.00548024 0.00385326 0.00927483 0.00304142 0.00944709 0.00966503
internal_weight=0 667 2454 373 316 2347 114 107 67 2298 2278 294 147 147 2254 1084 1170 1150 88 1062 1011 206 101 51 49 49 805 114 1043 877
internal_count=3121 667 2454 373 316 2347 114 107 67 2298 2278 294 147 147 2254 1084 1170 1150 88 1062 1011 206 101 51 49 49 805 114 1043 877
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 47 2 4 4 1 16 2 14 4 0 15 0 160 16 47 131 15 4 394 14 3 51 52 48
split_gain=8.80029 1.43585 0.903337 0.715253 0.573053 0.450254 0.301463 0.265734 0.25409 0.226317 0.214627 0.187975 0.175666 0.165219 0.150436 0.139604 0.193122 0.167444 0.108428 0.108417 0.100918 0.0912666 0.110646 0.0934787 0.0883021 0.085586 0.0690305 0.0677123 0.0672207 0.108981
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13082500000000002 0.13913500000000004 0.40473500000000007 0.40124500000000002 0.09253500000000002 -0.44310499999999992 0.14285500000000004 0.062655000000000016 0.27834500000000006 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 -0.067824999999999983 -0.039889999999999988 0.090100000000000013 0.082750000000000004 -0.41942499999999994 0.015030000000000002 -0.079154999999999989 0.096015000000000017 -0.016324999999999996 0.13995500000000002 -0.56176499999999996 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 12 13 -6 11 -5 -7 14 15 -4 16 -1 27 -16 -18 -3 22 -14 -24 -19 -15 -20 -17 -26 -30
right_child=1 2 6 10 8 9 -8 -9 -10 -11 -12 -13 21 25 18 17 19 24 26 -21 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=0.00068024536558226043 0.00058137724938962711 0.00028434668573559325 0.00032905942988439141 0.00053681195933788571 0.00054469945573306353 0.00060672728488739519 0.00037830931579236541 0.00036669926243085489 0.00033425492812039367 0.00034124540474831234 0.00034455017693801524 0.00049780623478763145 0.00018412288392631387 0.00072435830711468441 0.00030436069170252847 0.00061025634946162489 0.00039489152394104026 0.00044065452016451781 0.00022749155833013733 0.00056030352990709103 0.00040355643694626862 0.00023604604657556788 0.00012012666724378766 -4.9572165382584925e-05 0.00064692768250025959 0.00058402600388112629 0.000107243007993983 0.00051589269945824068 0.00057484529770458119 0.00047241337631344523
leaf_weight=20 72 186 39 34 71 85 34 20 32 27 65 215 29 55 23 1148 39 20 29 25 32 20 24 26 44 24 50 30 560 43
leaf_count=20 72 186 39 34 71 85 34 20 32 27 65 215 29 55 23 1148 39 20 29 25 32 20 24 26 44 24 50 30 560 43
internal_value=0 0.000319852 0.000288206 0.000573847 0.000358792 0.000580711 0.000205512 0.000591597 0.000479319 0.000513192 0.000410579 0.000528667 0.000181032 0.000593838 0.000225482 0.000590238 0.000512063 0.000593797 0.000185879 0.000459506 0.000301845 0.000117724 8.77687e-05 3.18833e-05 0.000568973 0.000681726 0.000151385 0.000607853 0.00057294 0.000567541
internal_weight=0 667 595 2454 321 2355 274 2028 103 327 99 300 240 2008 141 1929 84 1845 102 64 218 99 79 50 667 79 79 1178 647 603
internal_count=3121 667 595 2454 321 2355 274 2028 103 327 99 300 240 2008 141 1929 84 1845 102 64 218 99 79 50 667 79 79 1178 647 603
is_linear=0
shrinkage=0.00196078


Tree=7624
num_leaves=31
num_cat=0
split_feature=1 2 12 124 2 50 2 2 42 4 43 14 45 4 15 15 3 43 3 4 13 48 42 13 4 0 2 3 16 123
split_gain=0.717238 0.131625 0.091342 0.0727805 0.0558699 0.0536624 0.0440952 0.0654421 0.0431522 0.0420483 0.0402134 0.0392494 0.0392094 0.0504739 0.0329258 0.0324513 0.050923 0.036893 0.0376248 0.0503734 0.0365016 0.0353551 0.0323886 0.0298028 0.02971 0.041996 0.046613 0.0296606 0.0284255 0.0284053
threshold=0.10538500000000002 0.13754500000000003 1.0000000180025095e-35 -0.076779999999999987 0.13404500000000005 0.086295000000000011 -1.0000000180025095e-35 0.10613000000000002 -0.0060199999999999993 0.2623950000000001 -0.080324999999999994 -0.46242499999999992 0.084355000000000013 0.40124500000000002 -0.24436499999999997 0.040760000000000005 -0.15447499999999995 -0.51144999999999985 0.090900000000000009 -0.46376499999999993 0.073000000000000023 0.083985000000000018 0.11688500000000002 -0.0075049999999999987 -0.50427999999999995 -0.075934999999999989 0.094565000000000024 -0.10519499999999998 0.11346000000000002 0.083855000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 8 12 -3 23 -8 -1 -4 -10 -9 13 15 -13 17 20 -5 22 -20 -17 -21 24 29 27 -26 -27 -19 -6 -2
right_child=1 5 9 4 28 -7 7 11 10 -11 -12 14 -14 -15 -16 16 -18 18 19 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0084677447145804757 0.0017616632700082847 0.0011984620791512589 0.0081252164208230442 0.0039933305827435112 0.0029289209185383068 0.0055460955633001557 0.0089489999935792111 0.0084786007056079273 0.0060882712603911801 0.0048829828908700237 0.00092847768907592147 0.0013143909519146148 0.013015170861035586 0.0040063465795052858 0.0047024387210240874 0.01537962800246619 0.0088749378801961844 0.013302144697473312 0.0088422876100854152 0.00089129450730979448 0.0094103325391188264 0.0064837606552128613 0.0052510918455664071 -0.00066024082757177812 0.0087907969133163202 0.0039047902372355264 0.0078851527232902344 0.0084270560764707625 0.0077550814729993763 0.0056335722678340977
leaf_weight=40 40 122 140 20 26 37 39 21 44 56 23 38 20 24 117 21 1043 26 42 20 20 26 30 21 785 36 161 24 23 36
leaf_count=40 40 122 140 20 26 37 39 21 44 56 23 38 20 24 117 21 1043 26 42 20 20 26 30 21 785 36 161 24 23 36
internal_value=0 0.00472114 0.00550705 0.00841924 0.00853552 0.00221018 0.00444424 0.00524276 0.00586868 0.00719886 0.004317 0.00442149 0.00860676 0.00856806 0.00387182 0.00861663 0.00901083 0.0082514 0.00832546 0.00633841 0.0124678 0.00405225 0.00849011 0.00267433 0.00858427 0.0084632 0.00715778 0.0109621 0.00519426 0.00359573
internal_weight=0 667 508 2454 2347 159 312 215 107 196 67 176 2298 2278 155 2254 1084 1170 1150 88 41 46 1062 97 1032 982 197 50 49 76
internal_count=3121 667 508 2454 2347 159 312 215 107 196 67 176 2298 2278 155 2254 1084 1170 1150 88 41 46 1062 97 1032 982 197 50 49 76
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=31
num_cat=0
split_feature=1 52 1 44 4 2 2 2 10 123 14 1 4 16 3 39 12 11 3 4 3 1 51 12 4 159 130 131 13 15
split_gain=0.582135 0.135794 0.0818176 0.0816325 0.0567475 0.0546285 0.100555 0.0534066 0.036081 0.0313515 0.039438 0.0314588 0.0356572 0.0467077 0.0309329 0.0305952 0.0306992 0.0448843 0.0320363 0.0430781 0.0300915 0.0363204 0.0286706 0.0286546 0.0286003 0.0283531 0.0256177 0.0248933 0.0238019 0.0231574
threshold=0.10293500000000001 -0.42635499999999998 0.14262000000000002 0.087770000000000015 0.40124500000000002 0.10276500000000001 -1.0000000180025095e-35 0.092235000000000025 -0.074314999999999978 0.11410500000000003 -0.47013499999999991 0.13756000000000004 -0.033174999999999989 -1.0000000180025095e-35 0.090900000000000009 0.10076500000000001 0.11734000000000001 1.0000000180025095e-35 -0.11171999999999999 -0.14098499999999997 -0.014944999999999998 0.11507500000000002 0.10027500000000002 0.096475000000000019 -0.42529999999999996 0.0089800000000000019 0.092560000000000017 0.093840000000000021 -0.014169999999999999 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 6 20 29 -4 10 -7 12 -12 22 15 16 17 18 19 -9 21 -3 -14 -8 -16 -20 -18 -10 -22 -1
right_child=1 2 8 -5 -6 9 23 14 27 -11 11 -13 13 -15 24 -17 26 -19 25 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010081116743374599 0.0080934485755940182 0.0074910343641282203 -0.0022098134822127495 0.010378090092721819 0.0025693593631413852 0.0077623625152877396 0.0095964729289213825 0.0078379093536308838 0.0032473305163821624 -0.00050509355467511343 0.0075273017188356751 -0.00036072177727791395 0.0033680430437789525 -8.4337332130720227e-05 0.0073488143754989986 0.0039461426037762848 0.0038632266736716376 0.010447463416019265 0.0071943291302544211 0.0014326920832640358 0.0032874928870066803 0.0019114473834633827 0.0069991635363548998 0.0061651177062951729 0.0031368308729724961 0.0092387974934536026 0.007822415187883262 -0.00077287647989578547 -0.00090748824822228585 0.0079352578510007137
leaf_weight=52 88 28 22 22 22 21 45 21 67 20 21 22 167 36 28 28 44 49 446 21 38 20 25 53 38 80 26 20 21 1530
leaf_count=52 88 28 22 22 22 21 45 21 67 20 21 22 167 36 28 28 44 49 446 21 38 20 25 53 38 80 26 20 21 1530
internal_value=0 0.00440751 0.00390695 0.00441226 0.00762469 0.00415839 0.00542653 0.00767176 0.00140824 0.00332516 0.00358751 0.003264 0.00358425 0.00322108 0.00699514 0.00718635 0.00731841 0.00754357 0.00729306 0.0046353 0.00330697 0.00516621 0.00384085 0.00774074 0.00492373 0.00750527 0.00533378 0.00232314 0.00179436 0.00800579
internal_weight=0 736 648 539 2385 517 205 2363 109 312 292 271 249 228 781 715 687 617 568 42 107 48 192 98 66 526 70 87 59 1582
internal_count=3121 736 648 539 2385 517 205 2363 109 312 292 271 249 228 781 715 687 617 568 42 107 48 192 98 66 526 70 87 59 1582
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 13 2 1 43 0 0 47 43 3 49 10 14 51 4 3 1 52 0 12
split_gain=17.5208 2.67561 1.69384 1.60504 0.963384 0.777433 0.655407 0.548907 0.513226 0.512378 0.432454 0.398252 0.338115 0.229462 0.215935 0.171289 0.154976 0.1485 0.130061 0.17782 0.150581 0.115868 0.113752 0.113454 0.11121 0.179478 0.105526 0.094977 0.094913 0.0920277
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.11474000000000002 -0.0030199999999999997 0.089885000000000007 0.086920000000000011 -0.067199999999999996 -0.22491999999999998 0.18019500000000002 0.090100000000000013 0.0010100000000000003 -0.097174999999999984 0.10084500000000002 -0.38124499999999995 -0.23083499999999998 -0.22411499999999998 0.40945500000000007 0.30112000000000005 0.11669000000000002 -0.16675999999999999 -0.026509999999999995 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 12 -5 11 -6 24 13 -1 -13 -14 18 22 20 -20 23 -11 -3 -17 25 -4 -24 -9 -7 -15
right_child=1 2 9 8 10 28 -8 27 -10 21 -12 14 15 29 -16 16 -18 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083406201565100946 0.00078760669297916531 0.00049629568261937357 0.00044601570822152436 0.00073179944172381247 0.00071172467550309764 0.00064283517038253742 0.00047784277597089217 0.00084001248483272161 0.00043287590250994345 0.00017077678665755082 0.00041925141792941058 0.00028266009908354932 0.00061348194514111102 0.00070203902944784629 0.00050222583269784202 0.00092758977738749079 0.00060166713653826242 0.00053202424018059435 0.00056759641006084267 0.00075390790354089028 0.00072830656079724606 -1.730849254218971e-05 0.00039031467878092557 0.00079898534813577097 0.00021652306557512995 0.00020318523457326965 0.00025950579905908923 0.0009945297119844012 0.00046784434872110503 0.00078964764686653992
leaf_weight=930 71 31 25 34 77 22 24 20 63 34 26 26 27 53 51 28 20 32 22 188 118 20 130 454 99 22 29 65 26 354
leaf_count=930 71 31 25 34 77 22 24 20 63 34 26 26 27 53 51 28 20 32 22 188 118 20 130 454 99 22 29 65 26 354
internal_value=0 0.000427606 0.000385148 0.00078483 0.000481169 0.000795028 0.000800176 0.00080357 0.000537653 0.000272488 0.000637896 0.000313986 0.000797581 0.000817069 0.000428087 0.000767178 0.000772177 0.000408453 0.000776387 0.00073439 0.000791087 0.000101116 0.000387641 0.000806456 0.00025381 0.00033235 0.000366456 0.000958173 0.000548048 0.000778239
internal_weight=0 673 602 2448 325 2351 2303 2279 97 277 103 223 2194 1337 77 857 830 222 810 210 600 54 190 482 146 47 159 85 48 407
internal_count=3121 673 602 2448 325 2351 2303 2279 97 277 103 223 2194 1337 77 857 830 222 810 210 600 54 190 482 146 47 159 85 48 407
is_linear=0
shrinkage=0.00196078


Tree=7627
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 2 4 2 1 0 150 4 2 47 1 52 47 156 15 15 10 1447 4 16 15 12
split_gain=11.066 1.65526 1.09037 1.00487 0.60102 0.542609 0.397925 0.309559 0.306456 0.291747 0.284626 0.210174 0.208074 0.22342 0.193153 0.150126 0.111462 0.105242 0.102051 0.100154 0.0904436 0.0903418 0.124046 0.0888226 0.119765 0.0885497 0.0853353 0.0841392 0.0782031 0.0733539
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.14285500000000004 0.089625000000000024 -0.095504999999999993 1.0000000180025095e-35 0.42051500000000003 0.088850000000000012 0.08265500000000002 0.097525000000000014 0.40674500000000008 0.090100000000000013 0.087380000000000013 -0.0079099999999999986 -0.41942499999999994 -0.38124499999999995 -0.082869999999999985 -0.036839999999999991 -0.010264999999999998 0.090455000000000021 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 12 -5 11 14 -6 15 16 17 18 -4 19 -14 -7 21 -3 -1 27 -13 -25 -18 -2 -23 -8 -15
right_child=1 2 8 7 10 9 28 -9 -10 -11 -12 23 13 29 -16 -17 25 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00068779182453290136 0.00068176592840186133 0.00032192317747528447 0.00033604820020070869 0.00059613784798770084 0.00058943935600771688 0.00059696731994913588 0.00084767893025116173 0.00036523832919899244 0.00040262849290340687 0.0004224065172426541 0.0003667078448879514 0.00021050374029045327 0.00042419636167823245 0.00052770361755256044 0.00044582128106661144 0.00020343994598250528 0.00073491746177733986 0.00059214496302388911 0.00068190551174232387 0.0005464998503844794 0.00043477682378508295 0.00073506618216556902 0.00051314274874463754 0.0001939463043430199 1.8267126069870587e-05 0.00063561497526256076 0.00053856886460695397 0.00061508937860023957 0.00072200894447080062 0.00064347761645386727
leaf_weight=810 48 186 52 34 71 309 47 65 34 39 32 37 32 23 29 89 37 26 66 22 32 38 27 25 37 516 24 55 32 247
leaf_count=810 48 186 52 34 71 309 47 65 34 39 32 37 32 23 29 89 37 26 66 22 32 38 27 25 37 516 24 55 32 247
internal_value=0 0.000353237 0.000319258 0.000638057 0.000396808 0.000646193 0.000660519 0.000444537 0.000228406 0.00058436 0.000520241 0.000203724 0.000654647 0.000609897 0.000599994 0.000252345 0.000664399 0.000499484 0.000611916 0.00067726 0.000338489 0.000680353 0.000630144 0.000134477 8.91055e-05 0.000642259 0.000634034 0.000664112 0.000796775 0.000633615
internal_weight=0 667 595 2454 321 2355 1912 99 274 443 103 240 1833 328 404 141 1505 58 375 952 218 930 120 99 62 553 72 93 79 270
internal_count=3121 667 595 2454 321 2355 1912 99 274 443 103 240 1833 328 404 141 1505 58 375 952 218 930 120 99 62 553 72 93 79 270
is_linear=0
shrinkage=0.00196078


Tree=7628
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 4 4 1 2 150 3 2 12 47 4 4 15 0 4 10 40 1 0 0 4
split_gain=13.0989 2.08733 1.40666 1.10383 0.702747 0.658377 0.40421 0.398916 0.375294 0.360249 0.300816 0.298588 0.267513 0.308866 0.183471 0.182572 0.147163 0.138976 0.119691 0.116762 0.107062 0.104534 0.203278 0.115671 0.101392 0.0940008 0.0918613 0.112421 0.0891702 0.086997
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.14960000000000004 0.09253500000000002 0.40945500000000007 0.40473500000000007 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.30112000000000005 -0.0091949999999999983 0.08815000000000002 0.090100000000000013 0.053180000000000012 -0.50940999999999981 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 -0.38124499999999995 -1.0000000180025095e-35 0.076935000000000017 -0.030209999999999997 -0.060129999999999996 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 12 10 14 -5 15 -6 17 16 19 25 -14 20 -3 26 -1 -22 23 -23 -9 -4 27 -7 -19 -24
right_child=1 2 7 9 11 8 -8 24 -10 -11 -12 -13 13 -15 -16 -17 -18 28 -20 -21 21 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080612405232659593 0.00062992091556674412 0.00028803946742723518 0.00026301927534444746 0.00058578828806508726 0.00057318885660211007 0.00061494753914049345 0.00079319129272203579 9.1525910190180931e-05 0.00034246714462611826 0.00033534612626050665 0.00015523890048754912 0.0003398770013568448 0.00046210734257815948 0.00037689838226557485 0.00043658591685147069 0.00014854830378146076 0.00062540057597113246 0.00064143663794719507 0.00041592166212897034 0.00054475767898757969 0.00079812247038277143 0.00049155927979833297 0.00067995874593682732 0.00066543589498287712 -8.4418326926728084e-05 0.00041446287429197599 0.00067270602629623929 0.0004935509625937091 0.00054080010247711005 0.00057551717709786458
leaf_weight=23 74 191 26 34 71 181 76 34 26 63 132 30 23 23 30 22 274 567 33 124 24 38 734 24 20 40 81 35 36 32
leaf_count=23 74 191 26 34 71 181 76 34 26 63 132 30 23 23 30 22 274 567 33 124 24 38 734 24 20 40 81 35 36 32
internal_value=0 0.000319239 0.000280858 0.000628112 0.000368104 0.00063657 0.000653124 0.000177373 0.000571532 0.00042313 0.000214439 0.000503888 0.000647204 0.000595803 0.000584737 0.00030324 0.000612755 0.000658332 0.000306879 0.000595294 0.000674116 0.000670553 0.000666855 0.000558866 2.63614e-05 0.000354803 0.000616394 0.000595277 0.000635428 0.000675596
internal_weight=0 673 599 2448 325 2351 1874 274 477 97 220 101 1798 320 451 88 297 1478 224 421 875 852 828 62 54 66 297 216 603 766
internal_count=3121 673 599 2448 325 2351 1874 274 477 97 220 101 1798 320 451 88 297 1478 224 421 875 852 828 62 54 66 297 216 603 766
is_linear=0
shrinkage=0.00196078


Tree=7629
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 4 49 1 11 1 4 11 1 40 1 1 0 16 47 50 3 43 133
split_gain=17.584 2.87369 1.69073 1.19139 1.00057 0.922351 0.722546 0.598242 0.528842 0.495523 0.446565 0.357941 0.322833 0.246461 0.224764 0.221745 0.225579 0.32327 0.167202 0.166959 0.165517 0.16172 0.13781 0.135744 0.12753 0.118718 0.113569 0.111469 0.129611 0.100152
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.089885000000000007 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.15289999999999995 -0.054984999999999992 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.095165000000000013 0.11654500000000001 -0.077714999999999992 0.16175000000000003 0.13075500000000004 -0.026509999999999995 0.27776000000000006 0.11518500000000002 0.086295000000000011 -0.11171999999999999 0.016310000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 8 11 -8 -4 14 -11 -2 -1 16 24 -18 -17 -14 -3 26 29 -7 27 -15 -6 28 -10 -5
right_child=1 4 10 22 21 23 9 -9 15 12 -12 -13 19 25 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085915526950018986 0.00055472523526614885 0.00035670279856304379 0.00073880659504401509 0.00039189468202664257 0.00019706852228279764 0.00066620315227544668 0.00063848920740030256 0.00051951442412983358 0.00080807487220715382 0.00066005685531041192 0.00045997096092863097 0.0010039307555909883 0.0004495047741753152 0.00081691322352538923 0.00079058733634292122 0.00093921004967584883 0.00082557020964575743 0.00054106517907580082 0.00073342967121040124 0.00032277726433307361 0.00019372720209945575 4.5594762589862478e-05 0.00032137509319760826 0.00045693033188019583 0.00073390472186202953 0.0006836103331682602 0.00035914314903298959 0.00081118226661559898 0.0005922475866242951 0.00055813357287823719
leaf_weight=1117 23 46 34 22 68 22 54 24 23 20 63 59 95 84 220 63 28 34 20 69 50 21 24 26 119 37 22 576 20 38
leaf_count=1117 23 46 34 22 68 22 54 24 23 20 63 59 95 84 220 63 28 34 20 69 50 21 24 26 119 37 22 576 20 38
internal_value=0 0.000453529 0.000811396 0.00063253 0.000361816 0.000821863 0.000415416 0.00082747 0.000830713 0.000473337 0.000557707 0.000854468 0.000424868 0.000740785 0.000847873 0.000793157 0.000783148 0.000669551 0.000889624 0.000396186 0.00027182 0.000200534 0.00044695 0.000552847 0.000792691 0.000776151 0.000236687 0.000803993 0.00070769 0.000497179
internal_weight=0 673 2448 228 445 2351 334 2303 2279 238 97 1396 184 144 1337 883 800 62 83 164 96 111 84 48 738 121 90 619 43 60
internal_count=3121 673 2448 228 445 2351 334 2303 2279 238 97 1396 184 144 1337 883 800 62 83 164 96 111 84 48 738 121 90 619 43 60
is_linear=0
shrinkage=0.00196078


Tree=7630
num_leaves=31
num_cat=0
split_feature=1 52 1 12 0 2 14 45 0 1 3 4 3 12 42 0 132 42 52 133 1213 403 4 1213 1420 16 16 13 16 157
split_gain=0.802524 0.194178 0.10748 0.071537 0.0614863 0.0509526 0.0561418 0.0456744 0.0565554 0.0841235 0.102903 0.0431252 0.0363753 0.0438879 0.0346961 0.033881 0.0334144 0.0322836 0.0347769 0.032119 0.042547 0.0488991 0.0320175 0.0304744 0.0297044 0.0374197 0.0596463 0.0356102 0.030969 0.0379278
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.085885000000000017 0.18019500000000002 0.10381000000000001 0.062655000000000016 0.081955000000000014 -0.10474999999999998 0.083135000000000014 -0.020429999999999997 0.23246000000000003 0.013900000000000001 0.11734000000000001 0.086555000000000007 -0.055064999999999996 0.090145000000000017 0.087195000000000009 0.088005000000000014 -0.0081349999999999981 -0.011639999999999998 -0.083259999999999987 -0.076779999999999987 -0.15413999999999997 -1.0000000180025095e-35 0.013515000000000001 0.083160000000000026 0.043850000000000007 0.18438500000000005 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 5 6 7 8 9 -1 -11 -5 13 -7 24 -15 -3 18 -16 20 21 -19 -22 -23 -10 27 -27 -26 -28 -30
right_child=1 2 -4 11 -6 12 -8 -9 14 10 -12 -13 -14 15 17 -17 -18 19 -20 -21 22 23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0094938732898579205 0.0092350083978517961 0.0047367669358360379 0.0022901687459852839 0.0086347936037871088 0.0042266613437927196 0.0087033733090818612 0.011645058746285299 0.013772194050252437 0.011895720001158058 -0.0013333479315042497 0.0069492837146390238 0.0052554591439132187 0.0045801198575645685 0.0026374405568830024 0.0082794076319260054 0.0077388659523179139 0.00071434233237100265 0.012628737112972886 0.0030422116995656064 0.0083720206017222007 0.01504380863819582 0.0094414265742862463 0.010066313233359584 0.0053204244187594783 0.009896281054749774 0.0040563045564340431 0.011365027758034154 0.0081603778351563971 0.010395803804082487 0.0056393772106323597
leaf_weight=78 102 337 160 82 28 241 85 20 49 20 60 70 32 23 32 30 22 25 21 473 24 38 28 34 730 32 36 141 30 38
leaf_count=78 102 337 160 82 28 241 85 20 49 20 60 70 32 23 32 30 22 25 21 473 24 38 28 34 730 32 36 141 30 38
internal_value=0 0.00516991 0.00455196 0.00526016 0.00888472 0.00894094 0.00913043 0.00901846 0.00896813 0.00715704 0.00487863 0.00707852 0.00778191 0.00813041 0.00913344 0.00552504 0.00449027 0.00857346 0.00620429 0.00877534 0.0100557 0.00881842 0.0123636 0.0074954 0.00949138 0.00937439 0.00783171 0.00961527 0.00899338 0.0077378
internal_weight=0 773 671 511 2348 2320 1994 1909 1889 158 80 152 326 294 1731 53 359 675 53 622 149 97 52 72 1056 1007 136 871 104 68
internal_count=3121 773 671 511 2348 2320 1994 1909 1889 158 80 152 326 294 1731 53 359 675 53 622 149 97 52 72 1056 1007 136 871 104 68
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=31
num_cat=0
split_feature=1 1 124 3 4 2 42 1 4 45 4 52 43 1 150 49 0 2 34 13 31 4 15 457 0 1451 43 16 133 47
split_gain=0.65093 0.121309 0.0738026 0.0625017 0.0547953 0.049503 0.0440034 0.0435177 0.042729 0.0358867 0.0404606 0.0502711 0.0343362 0.0335733 0.0326179 0.0462901 0.032167 0.0306774 0.0592559 0.0312861 0.0308634 0.0295137 0.028602 0.0283416 0.0281253 0.0271317 0.023657 0.0229636 0.0228741 0.0226291
threshold=0.10538500000000002 0.12337000000000002 -0.076779999999999987 -0.034684999999999994 0.41257000000000005 0.13404500000000005 -0.0060199999999999993 0.15799000000000005 -0.15464999999999998 0.084355000000000013 0.042705000000000007 1.0000000180025095e-35 -0.080324999999999994 0.083345000000000016 0.094605000000000009 -0.054984999999999992 -0.11242999999999999 0.13622000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077289999999999984 0.41816000000000003 -0.079929999999999987 0.29113500000000009 -0.026509999999999995 0.089825000000000002 -0.070064999999999975 -0.11118499999999999 0.098785000000000012 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 29 9 -1 8 -3 10 23 13 -8 16 26 -16 -12 18 20 21 -10 -20 -19 25 -7 -4 -5 -9 -18 -2
right_child=1 7 5 14 -6 24 12 27 17 -11 11 -13 -14 -15 15 -17 28 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079772658785805112 0.0085261997222443354 0.0074906072457847396 0.0082221422353267997 0.0036898527523875862 0.0035247502459816657 0.0074403413601786556 0.005422513435901651 0.0024178305768873544 0.00350733449338891 0.012322740610688925 0.010415154979342506 0.008733560178532369 0.00065465384965215857 0.0038949930907360149 0.0051803040490042244 -0.0014594132091761344 0.0070370619148484876 0.0025244210625041653 0.0062839417807901135 0.0076993548582928884 -0.0019816099083982408 0.0015635162074532775 -0.0016390549639860791 0.0045700064328100002 0.0026397350459144669 0.011604955249155563 0.0062299117866628385 -0.002215304910002843 0.0036240191440339445 0.0056888916517460822
leaf_weight=40 108 23 1958 70 38 23 44 20 21 20 21 99 23 56 21 21 72 77 26 36 20 27 21 21 26 24 77 23 27 38
leaf_count=40 108 23 1958 70 38 23 44 20 21 20 21 99 23 56 21 21 72 77 26 36 20 27 21 21 26 24 77 23 27 38
internal_value=0 0.00439809 0.0079211 0.00559539 0.00690733 0.00803819 0.00535269 0.00287906 0.00338263 0.00810525 0.00806823 0.00693083 0.00378579 0.00591679 0.00431816 0.00186045 0.00686029 0.00296823 0.00397535 0.00542443 0.000829801 0.0038792 0.00163225 0.00822439 0.00489308 0.0082631 0.00502036 -6.03582e-05 0.00610623 0.00778772
internal_weight=0 667 2454 373 184 2347 107 294 251 2298 2278 275 67 176 189 42 120 228 130 89 41 53 98 2003 49 1982 147 43 99 146
internal_count=3121 667 2454 373 184 2347 107 294 251 2298 2278 275 67 176 189 42 120 228 130 89 41 53 98 2003 49 1982 147 43 99 146
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 39 14 1 2 4 52 47 0 49 1 16 3 14 1 4 133 49 50 47 0 47 133 133
split_gain=7.4084 1.18655 0.627763 0.478838 0.421074 0.412916 0.290672 0.256979 0.23301 0.20935 0.191363 0.162795 0.142883 0.1325 0.122102 0.112319 0.0962696 0.0817227 0.0931235 0.0814004 0.0766115 0.0683023 0.0660109 0.0619598 0.0710541 0.0704452 0.0585332 0.0572672 0.05717 0.0577727
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.087735000000000021 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.17966999999999997 0.048770000000000008 0.078345000000000012 -0.22491999999999998 -0.054984999999999992 0.091195000000000012 -0.0094449999999999968 0.14121000000000003 0.096015000000000017 0.13075500000000004 0.40945500000000007 -1.0000000180025095e-35 0.10858500000000001 -0.21917999999999996 0.081320000000000017 -0.026509999999999995 0.091680000000000011 0.047850000000000011 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 8 11 10 -4 16 -3 -6 -9 -12 -2 -1 18 21 -10 22 -13 -5 24 -16 28 -7 -17 -26 -30
right_child=1 4 9 20 12 26 -8 13 19 -11 14 17 -14 -15 23 27 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0005621773970335784 0.00035795756510100809 0.00048577603299682049 0.00050321039937075655 0.00024860436561618683 6.0417543016893116e-05 0.00043236408498861995 0.0003355210770601421 0.00018184066726988126 0.00068281184102380753 0.00031332673356049382 0.00038751640675634082 0.00042466964149382201 0.00022102457229767719 0.00032001127254737772 0.00063500929264969437 0.00055029105382904502 0.00051730263720925582 0.00023303730008706179 0.00025201534581075863 0.00054801424563515424 0.0002030004081438034 0.000309351224933897 0.00038356591627324694 0.00047571727808784037 0.00050363754122432494 0.00060528207471048244 0.00029494291758600221 0.00046426012552469896 0.00060158384626223687 0.00052777958833499403
leaf_weight=1117 23 20 34 22 57 22 26 124 61 65 27 39 34 34 23 60 220 51 42 24 24 40 38 100 378 39 26 59 49 243
leaf_count=1117 23 20 34 22 57 22 26 124 61 65 27 39 34 34 23 60 220 51 42 24 24 40 38 100 378 39 26 59 49 243
internal_value=0 0.000298451 0.000531496 0.000413976 0.000239248 0.000537926 0.000541671 0.000270142 0.000544021 0.000378539 0.000540122 0.00031834 0.000120425 0.000211574 0.000517286 0.000483393 0.000554793 0.00029887 0.000326618 0.000644751 0.000296629 0.000366281 0.00033408 0.000521498 0.000527752 0.000524272 0.000357928 0.000507637 0.000519557 0.000540165
internal_weight=0 667 2454 226 441 2355 2307 350 2281 99 2196 192 91 158 859 142 1337 172 121 85 84 79 60 832 732 709 48 119 670 292
internal_count=3121 667 2454 226 441 2355 2307 350 2281 99 2196 192 91 158 859 142 1337 172 121 85 84 79 60 832 732 709 48 119 670 292
is_linear=0
shrinkage=0.00196078


Tree=7633
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 0 160 15 12 14 47 48 49 3 157 12 2 1451 44 3 4 475 2 447 15 3 52 48 4 160
split_gain=0.580937 0.141906 0.0840032 0.0612534 0.0521361 0.0501744 0.0438225 0.0425513 0.0436945 0.0440481 0.0567669 0.0529543 0.0423033 0.0415143 0.0398598 0.0390404 0.0389622 0.0380062 0.0388152 0.0438326 0.0486641 0.0305317 0.0452177 0.0296074 0.0291166 0.0282106 0.0341912 0.0456705 0.0543632 0.0248035
threshold=0.10124500000000002 -0.42635499999999998 0.31370500000000007 -0.049894999999999995 0.14753000000000002 0.18019500000000002 -0.24498999999999996 -0.077219999999999983 0.11586 -0.47071999999999997 0.090100000000000013 0.11951500000000001 0.11560500000000001 -0.076969999999999997 -0.06457499999999998 -0.42850999999999995 0.15950500000000004 0.089825000000000002 1.0000000180025095e-35 0.092670000000000016 -0.059649999999999988 0.068270000000000011 0.13404500000000005 0.089395000000000016 -0.089964999999999976 0.10732000000000001 0.060015000000000006 0.085485000000000019 0.50822500000000004 0.088405000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 12 -5 8 9 -8 25 -12 17 -14 -9 -4 -17 18 19 21 -21 22 23 -1 -6 26 27 28 -11 -16
right_child=1 2 15 4 24 -7 7 14 -10 10 11 -13 13 -15 29 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0077453607296202182 0.0079574144363748957 0.0089014551502519437 0.0039517620864457318 0.0085359563510864975 0.0029204007667777616 0.0033333857281832024 0.0069907531504415817 0.0017209767422173173 0.0080059169372543697 -0.0036726357801152125 0.0080827461231048371 0.0015617079380899669 0.0077585497286991548 0.0041334485915178769 0.0055975008123554295 0.0014967182519562219 -0.0036199337379498918 0.011355396047500629 0.012032413175329567 0.007258314925171103 0.0024621726041111876 0.010922858456213928 0.0033402028622125123 0.0038784380105789753 -0.001640036515891552 0.0049742674488628003 0.004473171713761985 0.0032346590158920936 0.001465944160707295 0.0093903900426812476
leaf_weight=1982 97 28 35 25 42 28 27 24 20 35 33 20 59 68 125 46 22 28 20 56 34 29 24 20 21 26 30 47 50 20
leaf_count=1982 97 28 35 25 42 28 27 24 20 35 33 20 59 68 125 46 22 28 20 56 34 29 24 20 21 26 30 47 50 20
internal_value=0 0.00438058 0.00386734 0.00433996 0.00410561 0.0075412 0.00445921 0.0042362 0.00349703 0.00316054 0.00273143 0.00562198 0.00759199 0.00581755 0.00549585 0.00123808 -0.000158669 0.00769475 0.0076474 0.00760652 0.00544644 0.00770112 0.007655 0.00770673 0.00140026 0.00191654 0.0014258 0.000733212 -0.000649942 0.00612066
internal_weight=0 773 676 573 545 2348 482 457 288 268 241 53 2320 127 169 103 68 2193 2165 2145 90 2055 2026 2002 63 188 162 132 85 145
internal_count=3121 773 676 573 545 2348 482 457 288 268 241 53 2320 127 169 103 68 2193 2165 2145 90 2055 2026 2002 63 188 162 132 85 145
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=31
num_cat=0
split_feature=1 4 2 12 2 0 14 4 0 0 52 4 51 0 0 51 43 4 3 96 483 2 150 159 16 479 0 1212 1446 1454
split_gain=0.470559 0.116428 0.0742164 0.0577998 0.0417704 0.0710444 0.0434702 0.0360445 0.0475155 0.0522177 0.0436281 0.0451514 0.0604781 0.0454925 0.0377562 0.0359502 0.0319713 0.033603 0.0313441 0.0308736 0.0430865 0.0544532 0.027865 0.0276213 0.0678322 0.0270226 0.0256375 0.042277 0.0328469 0.031088
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.11362000000000001 0.034820000000000011 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.14832499999999996 1.0000000180025095e-35 0.24564500000000003 -0.031924999999999995 -0.11013499999999998 -0.10011499999999998 0.10532000000000001 -0.51144999999999985 -0.52556499999999995 -0.0063699999999999989 0.088850000000000026 0.086310000000000012 0.11474000000000002 0.087380000000000013 0.089270000000000016 -0.16075999999999999 0.098035000000000011 -0.082844999999999988 0.10654500000000001 0.088500000000000009 0.081720000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 19 6 18 7 8 9 22 11 12 -9 -14 -10 23 -16 -18 -6 20 -3 -22 -1 24 -4 26 27 28 29 -19
right_child=1 2 15 -5 5 -7 -8 10 14 -11 -12 -13 13 -15 16 -17 17 25 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0077492026286199696 0.0076059234601696243 0.0031391868675574152 0.0014611562971580537 0.0055240890610350661 0.0065998545511279086 -0.00015792936264049439 0.009083524206256367 0.00054289845707402998 0.010595006081275643 0.00035076153691902405 0.0073320141358751839 0.00027689712151186542 0.010350631693886087 0.0052089441953745638 0.0034666122291237122 0.0041420551777885456 0.010228844135153023 0.0076001583018719537 0.0023538263863883916 -0.00037824259849176525 0.010345871979370714 0.0032113153507690069 0.003636050208634905 0.0025477305951310284 -0.0054921517474576832 0.0046163121577473768 0.0066877598112517374 0.0033496413079168032 0.010297103104896324 0.0045449735131114725
leaf_weight=40 78 292 47 184 133 21 88 22 30 21 94 21 22 79 25 41 33 688 20 21 20 23 28 47 20 46 835 24 43 35
leaf_count=40 78 292 47 184 133 21 88 22 30 21 94 21 22 79 25 41 33 688 20 21 20 23 28 47 20 46 835 24 43 35
internal_value=0 0.00394252 0.00353138 0.00408502 0.00678708 0.00529621 0.00690641 0.00681456 0.00696374 0.00470948 0.00565625 0.00456235 0.00529402 0.00632892 0.0070778 0.00160257 0.00701677 0.00706886 0.00604482 0.00334123 0.00357439 0.00652971 0.00605555 0.000689251 -0.000614458 0.00700645 0.00707411 0.00748247 0.00761196 0.00745226
internal_weight=0 773 695 540 2348 174 2174 2086 1848 89 238 144 123 101 1759 155 1729 1704 153 356 335 43 68 114 67 1671 1625 790 766 723
internal_count=3121 773 695 540 2348 174 2174 2086 1848 89 238 144 123 101 1759 155 1729 1704 153 356 335 43 68 114 67 1671 1625 790 766 723
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=31
num_cat=0
split_feature=1 1 3 12 39 3 15 2 0 149 16 4 1213 42 48 4 12 51 16 43 132 3 124 1429 159 1451 3 133 43 43
split_gain=0.382503 0.0672061 0.0649532 0.06043 0.057224 0.0433781 0.0392138 0.0387547 0.0496652 0.0415394 0.0387286 0.036788 0.0348518 0.0301392 0.0359082 0.0353523 0.0342476 0.0298407 0.0462846 0.0298024 0.02933 0.0362145 0.028547 0.0278045 0.0627199 0.0278386 0.0273542 0.0269763 0.0352323 0.0258505
threshold=0.11146500000000002 0.089625000000000024 0.31299000000000005 0.085055000000000006 0.087735000000000021 -0.073309999999999986 0.035560000000000008 0.097070000000000004 -0.026509999999999995 0.075040000000000009 0.11346000000000002 -0.036839999999999991 0.0036000000000000003 0.092145000000000019 -1.0000000180025095e-35 -0.0047449999999999992 -0.010834999999999999 0.11144500000000002 -0.061854999999999993 -0.078139999999999973 0.10613500000000002 0.42240500000000009 -0.085959999999999995 0.084770000000000012 0.076905000000000015 0.083235000000000017 -0.15447499999999995 0.089405000000000012 -0.090869999999999992 -0.081944999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 11 -3 13 9 19 17 -10 -2 -5 14 -7 16 22 23 -19 27 21 -4 -16 25 29 26 -1 -9 -29 -25
right_child=2 3 20 12 -6 6 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0094636853970587256 0.0071619486528297152 7.2863816212003052e-05 0.0010780521248503088 0.0061482276413120096 0.002038459291706156 0.0009874458842594842 0.0082078494034552325 0.0085339324986701132 0.00047037193071446386 0.010716306458672753 0.0050210891934532112 0.0039448265072026456 0.0019546341261870805 0.00025025891780387614 0.0043818977796622827 0.0063821415763627171 0.0061688642384427964 0.0063142384550618855 0.00085489238069082294 0.0052556396357201166 0.0037712348437008375 -0.0037880249531008305 0.0001558690173128112 0.0081274423432963275 -0.00010104702319949865 0.002946470573078841 0.0066298381308761666 0.0029938841113887199 0.0076687743090779375 0.0043634952801103527
leaf_weight=35 43 26 65 352 152 28 24 67 32 23 45 205 21 20 31 81 33 44 24 241 26 20 33 36 20 20 1271 28 38 37
leaf_count=35 43 26 65 352 152 28 24 67 32 23 45 205 21 20 31 81 33 44 24 241 26 20 33 36 20 20 1271 28 38 37
internal_value=0 0.00596414 0.00297234 0.00508208 0.00356625 0.00396031 0.0043646 0.00625607 0.00544263 0.00649902 0.00312988 0.00450263 0.00591213 0.00395647 0.0043163 0.00483994 0.00355211 0.00643379 0.00438741 0.00591878 0.000832117 -6.69072e-05 0.00220285 0.00653185 0.00486039 0.00664908 0.00670578 0.00712042 0.00568549 0.00621969
internal_weight=0 2610 511 649 400 276 250 1961 451 1510 77 248 373 226 206 178 97 1487 68 374 111 85 64 1419 93 1326 1306 133 66 73
internal_count=3121 2610 511 649 400 276 250 1961 451 1510 77 248 373 226 206 178 97 1487 68 374 111 85 64 1419 93 1326 1306 133 66 73
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 4 3 2 159 1 4 16 2 4 457 0 131 4 15 11 474 1 475 15 1 3 50 43 131 50
split_gain=5.34754 0.823439 0.529739 0.477091 0.292157 0.268442 0.254567 0.188107 0.158434 0.154444 0.12613 0.138271 0.118295 0.162287 0.117059 0.11488 0.0953405 0.0917064 0.100311 0.083034 0.0783389 0.0972609 0.0735682 0.0733177 0.0914931 0.0685096 0.0679693 0.0706078 0.061581 0.0560386
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.042705000000000007 -0.022174999999999997 0.13913500000000004 -1.0000000180025095e-35 0.077845000000000011 0.40124500000000002 -0.44310499999999992 0.14285500000000004 0.40945500000000007 0.29113500000000009 -0.079119999999999982 0.086835000000000009 -0.49013999999999996 0.050935000000000008 1.0000000180025095e-35 0.10008000000000002 0.080270000000000022 -0.081364999999999979 -0.41942499999999994 0.14754500000000001 0.0068900000000000012 0.083640000000000006 -0.018859999999999998 0.091440000000000007 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 6 7 -3 14 -4 -5 11 -7 13 25 15 19 23 26 20 29 21 -19 -22 -14 -25 -10 27 -17 -2 -1
right_child=1 2 8 9 -6 10 -8 -9 12 -11 -12 -13 16 -15 -16 17 -18 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00050510779123904258 0.00051180404915753897 0.00044977913485120147 0.00033651835964304338 0.00046616650776055849 0.00026378111769269309 0.00050815930897251825 0.00025269787908626978 0.00030097808177564662 0.00021539502649330625 0.00029420745718822467 0.00030129325502405326 0.00041474184086754393 0.00017817243209992012 0.00016475188865213892 0.00034645586326739205 0.00039449808206043989 0.00023985882468169651 0.00043127250393103434 0.00048188099612182528 0.00057086419399275581 0.00058738541223254861 0.00031139112584817482 0.00042307194514920582 0.00011626283134384277 -4.834719319644373e-05 0.00036456776075090324 0.00062155960654678127 0.00052370135356492225 0.00038377669804236469 0.00046323589878974564
leaf_weight=1122 52 79 26 28 205 85 37 20 20 71 27 215 27 95 21 20 22 123 333 68 20 33 22 34 21 29 21 87 20 138
leaf_count=1122 52 79 26 28 205 85 37 20 20 71 27 215 27 95 21 20 22 123 333 68 20 33 22 34 21 29 21 87 20 138
internal_value=0 0.000278191 0.000254225 0.000476186 0.000308279 0.000481791 0.000386917 0.000490197 0.0001909 0.000342842 0.000429657 0.00044121 0.000175633 0.000212026 0.000492082 0.000493621 0.000125242 0.000472456 0.0004611 0.000504124 0.00042615 0.000405913 0.000501316 9.44915e-05 5.34117e-05 0.000303681 0.000519568 0.000499551 0.000476241 0.000500522
internal_weight=0 667 595 2454 321 2355 116 2028 274 99 327 300 248 144 2008 1987 104 659 531 1328 198 156 42 82 55 49 128 107 72 1260
internal_count=3121 667 595 2454 321 2355 116 2028 274 99 327 300 248 144 2008 1987 104 659 531 1328 198 156 42 82 55 49 128 107 72 1260
is_linear=0
shrinkage=0.00196078


Tree=7637
num_leaves=31
num_cat=0
split_feature=1 1 12 51 1 2 4 13 150 151 148 4 4 14 43 4 13 2 51 13 4 13 42 48 130 13 51 0 1 16
split_gain=0.344868 0.0809276 0.0652554 0.0530972 0.0474136 0.0352084 0.0521105 0.0310315 0.0357229 0.0371395 0.0295053 0.0291108 0.0283334 0.0280985 0.0293776 0.0367192 0.0268966 0.0262151 0.0254565 0.0237983 0.0235702 0.0309795 0.0259296 0.0272323 0.0225156 0.0349064 0.0220747 0.0216771 0.0292667 0.0230988
threshold=0.11690500000000002 0.089625000000000024 0.085055000000000006 -0.40274499999999996 0.16773500000000005 0.11362000000000001 -0.064054999999999987 -0.00051499999999999994 1.0000000180025095e-35 -0.0077149999999999988 -0.066239999999999979 -0.033174999999999989 0.042705000000000007 0.062655000000000016 -0.52440999999999993 -0.55119499999999988 -0.064619999999999983 0.10276500000000001 -0.16666999999999996 -0.017449999999999997 -0.073104999999999989 -0.0093149999999999986 0.09112000000000002 0.089670000000000014 0.10797500000000002 0.0015850000000000003 0.11548000000000001 -0.23194499999999998 0.093400000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -2 10 13 -7 20 27 17 -5 16 18 14 -1 -16 -12 -10 -4 -14 -3 22 23 -22 25 -8 -17 -9 -29 -30
right_child=3 2 12 4 -6 6 24 8 9 -11 11 -13 19 -15 15 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0022830072612989518 0.0067129034652478161 0.00024507783330796708 0.0094413710315711802 -0.00083782691060780331 -0.0024958335173626742 1.7136877233331853e-05 0.0058941946330445787 0.003288954740855843 0.0070955195131578623 -0.00044636251404881481 0.0022016516687082396 0.0022545538715759111 0.0051293330414829636 0.0079290805363886156 0.010305800326168539 0.0060682548242969253 0.0069359764668791152 0.0024215562933347558 0.0057649101939084065 0.0014699917433231516 0.0070684458783550844 0.00048979696778890991 0.0016846127567502361 0.0031480429382474331 0.0083602439193055031 0.002186960416745294 0.0041887049333980452 0.0031309437612071635 0.0097500033913766621 0.0059645284689031543
leaf_weight=21 27 31 20 26 21 22 81 28 21 23 21 266 52 79 20 1616 28 28 323 27 37 30 30 34 20 37 65 20 27 40
leaf_count=21 27 31 20 26 21 22 81 28 21 23 21 266 52 79 20 1616 28 28 323 27 37 30 30 34 20 37 65 20 27 40
internal_value=0 0.0056174 0.0047494 0.00243498 0.0021159 0.00595867 0.00453706 0.00373776 0.00461542 0.00286865 0.00239991 0.00266715 0.00558604 0.00608497 0.00600036 0.00604626 0.00490698 0.00442468 0.00597928 0.00387867 0.00272466 0.00331144 0.00414955 0.00519107 0.00525762 0.00473176 0.00599558 0.00570905 0.00648793 0.00749002
internal_weight=0 2732 771 389 362 1961 160 349 187 72 341 315 422 1801 1722 1701 49 49 343 79 162 131 101 71 138 118 1681 115 87 67
internal_count=3121 2732 771 389 362 1961 160 349 187 72 341 315 422 1801 1722 1701 49 49 343 79 162 131 101 71 138 118 1681 115 87 67
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 4 2 14 1 2 4 48 1 3 3 14 131 2 47 15 156 15 475 15 1 16 1 51
split_gain=22.4572 3.70948 2.11004 1.8375 1.40681 1.08409 0.70222 0.605735 0.578325 0.519284 0.516621 0.415949 0.513745 0.317197 0.301426 0.413433 0.228938 0.222725 0.220758 0.207246 0.201977 0.155892 0.149036 0.204215 0.224636 0.191059 0.342815 0.154553 0.140697 0.126806
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 -1.0000000180025095e-35 0.40473500000000007 0.13501500000000002 0.076175000000000007 0.092845000000000025 0.14285500000000004 0.40945500000000007 -0.015314999999999997 0.080270000000000022 -0.12018999999999998 0.0068900000000000012 0.062655000000000016 0.086835000000000009 0.089605000000000018 0.090100000000000013 -0.41396999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -0.08230999999999998 -0.23060499999999998 0.090840000000000018 -0.45661999999999997 0.14173500000000003 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 -4 -6 13 14 -5 12 16 -7 29 -16 -8 22 21 -17 -3 -13 23 24 -15 -26 27 -27 -23 -1
right_child=1 2 6 10 7 8 11 -9 -10 -11 -12 18 -14 17 15 19 -18 -19 -20 -21 -22 28 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00096445390738973745 0.00091649837037780391 0.00044692132714552597 0.00063099069506784009 0.00082451070609014369 0.00084884359638390044 0.00067407481139525772 0.00036220839746473597 0.00051653467459616324 0.00064931913557480657 0.0011246513751341728 0.00052991573887518028 0.00026065443370286271 0.00027641099307112299 0.0010107382637523058 0.0006789109855890274 0.00092401662310307093 0.00063490048504262616 0.0010741339222845121 0.0003721973468647496 0.00072031030321822445 0.00061304476123194714 0.00019357777748476055 0.00094315409776054052 0.00091254250842773179 0.0010080263018608093 0.00095834357700511519 0.00059891439860682602 0.00081433828894000415 -1.2756021804607102e-05 0.00083497943100976013
leaf_weight=951 74 191 26 37 71 30 20 30 48 61 60 31 95 26 30 481 29 22 22 20 33 24 101 198 20 32 27 274 27 30
leaf_count=951 74 191 26 37 71 30 20 30 48 61 60 31 95 26 30 481 29 22 22 20 33 24 101 198 20 32 27 274 27 30
internal_value=0 0.000502331 0.000451165 0.000906758 0.00055802 0.00091767 0.00032442 0.000750138 0.0008578 0.000947282 0.000642287 0.00029228 0.000360523 0.000871509 0.000940126 0.000902496 0.000523598 0.00087997 0.000197789 0.000915885 0.000471395 0.000150997 0.00087367 0.000861507 0.000834845 0.000821889 0.00081071 0.000829398 8.43422e-05 0.000960494
internal_weight=0 673 599 2448 325 2351 274 101 778 1573 97 248 144 730 1512 531 49 700 104 501 224 82 678 577 379 353 333 306 51 981
internal_count=3121 673 599 2448 325 2351 274 101 778 1573 97 248 144 730 1512 531 49 700 104 501 224 82 678 577 379 353 333 306 51 981
is_linear=0
shrinkage=0.00196078


Tree=7639
num_leaves=31
num_cat=0
split_feature=1 3 1 150 4 376 12 2 3 15 2 3 149 14 0 12 2 48 150 0 51 51 15 16 43 151 13 13 3 43
split_gain=0.360691 0.05825 0.0580143 0.05532 0.0528179 0.0655596 0.0499501 0.0476468 0.0419788 0.0378959 0.0353216 0.0419283 0.0335306 0.0306698 0.0308186 0.0281502 0.0301311 0.0274456 0.0404988 0.0265016 0.0257778 0.0593456 0.0680574 0.033951 0.0273709 0.0256358 0.0255944 0.0241283 0.0238088 0.0234166
threshold=0.11146500000000002 0.31299000000000005 0.089625000000000024 1.0000000180025095e-35 0.41257000000000005 0.080200000000000007 -0.010834999999999999 0.11177500000000001 -0.083654999999999993 1.0000000180025095e-35 0.097070000000000004 -0.11171999999999999 0.075040000000000009 -0.47013499999999991 -0.09595999999999999 -0.42850999999999995 0.15950500000000004 -0.035774999999999994 0.087170000000000011 -0.07384499999999998 -0.13782999999999998 -0.095144999999999993 -0.049819999999999996 0.19444000000000003 -0.080884999999999985 -0.08718999999999999 -0.15416999999999995 -0.078704999999999983 -0.24190499999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 6 5 7 -4 19 -5 29 12 -12 20 -6 -15 -3 -17 -10 25 -2 24 22 -22 26 -1 -19 -23 -25 -8 -9
right_child=1 15 3 8 13 -7 28 9 17 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 21 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.010743871983140708 0.0092345533992296887 0.0032843235886128455 0.0028821729287359169 0.0001793055675190055 0.0057906112622558362 0.00024714999411615637 0.0085207943091518256 0.002218110822529222 0.0011819386932378016 -0.00027442201306777345 0.002135771678417529 0.0056069332677755428 0.010111972135896593 0.0038692568517983599 0.0008141642658990128 0.0010806685927408663 -0.0032981801418248908 0.0051436811897226358 0.0068521000471754153 0.0056599824847216951 0.0062330730421387634 0.0096950825931423398 -0.0017430717987008395 0.0056898528795080406 0.006310941272725662 0.00031612368581012231 0.0063302343371593149 0.0011324655575056873 0.0056863638654843611 0.0062288153474533781
leaf_weight=26 28 34 63 33 21 31 32 24 24 21 38 413 23 47 111 55 22 22 52 80 23 23 20 26 30 22 1318 21 401 37
leaf_count=26 28 34 63 33 21 31 32 24 24 21 38 413 23 47 111 55 22 22 52 80 23 23 20 26 30 22 1318 21 401 37
internal_value=0 0.00291456 0.00581981 0.00500028 0.00347699 0.00451116 0.00551305 0.00520686 0.00333796 0.00338949 0.00609104 0.00531446 0.00632298 0.00220017 0.00172296 0.000887782 -0.000170431 0.0042066 0.00496276 0.00658672 0.00626437 0.00618201 0.00252324 0.00629536 0.00836909 0.0027299 0.00638795 0.00365357 0.00589584 0.00465083
internal_weight=0 511 2610 649 400 221 496 190 153 82 1961 451 1510 179 158 111 77 120 96 108 1487 1431 43 1388 56 44 1341 47 433 61
internal_count=3121 511 2610 649 400 221 496 190 153 82 1961 451 1510 179 158 111 77 120 96 108 1487 1431 43 1388 56 44 1341 47 433 61
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 4 14 2 4 0 2 475 0 15 131 156 15 47 12 16 0 13 1 160 51 4
split_gain=17.6435 2.73068 1.80404 1.48607 0.952021 0.768674 0.544237 0.4849 0.462181 0.437974 0.364894 0.321113 0.341745 0.273915 0.266798 0.184494 0.157591 0.351348 0.146833 0.145641 0.141916 0.13826 0.137394 0.131067 0.118455 0.126434 0.123093 0.117877 0.109356 0.108354
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13082500000000002 0.09253500000000002 0.14960000000000004 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.42051500000000003 -0.22491999999999998 -1.0000000180025095e-35 -0.08230999999999998 -0.10836499999999999 -0.10653 0.082750000000000004 1.0000000180025095e-35 -0.41942499999999994 0.090100000000000013 0.08815000000000002 -1.0000000180025095e-35 -0.059114999999999994 -0.075129999999999988 0.082005000000000008 -0.067824999999999983 0.081440000000000026 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 11 -5 13 -6 14 12 -4 -7 23 -15 17 -16 20 24 -13 -3 -18 -1 25 -17 -26 -14 -19 -22
right_child=1 2 6 7 9 8 -8 -9 -10 -11 -12 18 27 15 16 19 22 28 -20 -21 29 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00046046074092182297 0.00068845120065871921 0.00029090108065307844 0.00032078518154174033 0.00064183589105409466 0.00062543182733868147 0.00048393456822834832 0.0003994644480953992 0.00035284965494324538 0.00039004200819536019 0.00034286261670096637 0.00086973439348339652 0.00011993261651426271 0.00024524004133866429 0.00077007777177860314 0.00081220117446856354 0.00070229400709157408 0.0007443385520178392 0.00063343192190830886 0.00019888379464985109 0.00073159223269717846 4.2523140029896511e-05 0.00042856210699959019 0.00070478264911198448 0.00066797336249374876 0.00056270520763400747 0.00063400317726552849 0.00071565874067007322 7.9819355387241204e-05 0.0004744406139693444 -0.00014017974894787403
leaf_weight=22 72 187 52 34 71 34 34 65 26 30 62 29 22 58 33 164 747 39 20 83 24 33 616 25 106 286 25 67 29 26
leaf_count=22 72 187 52 34 71 34 34 65 26 30 62 29 22 58 33 164 747 39 20 83 24 33 616 25 106 286 25 67 29 26
internal_value=0 0.000327794 0.000284151 0.000687434 0.000383902 0.000697327 0.00016729 0.000452097 0.000647086 0.0005415 0.000722305 0.000134398 0.000194497 0.000655926 0.000716255 0.000664025 0.000720924 0.000646191 4.88041e-05 0.000654761 1.08092e-05 0.00031155 0.000726461 0.00057084 0.000643785 0.000658891 0.000591895 0.00012071 0.000565627 -5.24824e-05
internal_weight=0 667 595 2454 321 2355 274 99 782 101 1573 240 141 756 1511 722 1464 101 99 664 79 220 1363 47 581 450 131 89 68 50
internal_count=3121 667 595 2454 321 2355 274 99 782 101 1573 240 141 756 1511 722 1464 101 99 664 79 220 1363 47 581 450 131 89 68 50
is_linear=0
shrinkage=0.00196078


Tree=7641
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 4 1 0 4 4 1 47 12 15 47 14 1 0 160 52 10 4 475 51
split_gain=10.9894 1.86813 1.08583 0.88078 0.572468 0.492888 0.37596 0.33646 0.270004 0.258985 0.231493 0.227709 0.201905 0.214217 0.175531 0.154077 0.242078 0.13343 0.121259 0.116043 0.113338 0.14516 0.128904 0.106645 0.0948753 0.0914726 0.089038 0.0847093 0.0826313 0.0792251
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13082500000000002 0.14285500000000004 0.09253500000000002 0.14753000000000002 0.062655000000000016 0.27834500000000006 0.085110000000000005 -0.098289999999999975 0.42051500000000003 -0.013514999999999998 0.086920000000000011 0.078875000000000015 0.092550000000000007 -0.41942499999999994 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.093584999999999988 -1.0000000180025095e-35 -0.068719999999999989 -0.39453499999999991 0.51388000000000011 -0.088274999999999978 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 10 9 15 -5 14 12 -6 28 17 -4 23 18 25 -17 -11 21 -3 29 -7 -16 -14 -21 -26 -1 -23
right_child=1 2 6 8 11 7 -8 -9 -10 19 -12 -13 13 -15 24 16 -18 -19 -20 26 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00056355136477090177 0.00063492829572136438 0.00043075295896736977 0.00032819291892848343 0.00058008881635972513 0.00056568152902237989 0.00074079710320612189 0.00040203800237262311 0.00041636797225373423 0.00036203073746605882 0.00019816215077013362 0.00077105919411671006 0.00036898734238160862 0.0005412061804649877 0.00063228331775157806 0.00028587578592368035 0.00063303556644070445 0.00042275541511852395 0.00062850670389879768 0.00055630485628113224 0.00014627964263649098 0.00043594847525681895 0.00019929343834519385 0.00016960178139355687 0.00061956449679396064 9.3164614231727876e-05 0.00035798590156746078 -1.4759129202696126e-05 0.00023027550779112607 0.00066807994738135438 0.00033275148976469169
leaf_weight=30 76 33 54 34 72 30 37 39 61 32 62 33 20 408 28 142 37 24 179 22 33 20 29 398 41 22 33 30 944 118
leaf_count=30 76 33 54 34 72 30 37 39 61 32 62 33 20 408 28 142 37 24 179 22 33 20 29 398 41 22 33 30 944 118
internal_value=0 0.00034491 0.000309071 0.000625145 0.000383656 0.000632675 0.00021806 0.000594134 0.000440073 0.000189697 0.000653732 0.000503863 0.000648708 0.000615518 0.000238268 0.000602954 0.000572937 0.000511878 0.000590248 0.000104279 0.000329486 0.000311919 0.000288437 0.000628062 0.000189218 0.000445234 4.96564e-05 0.000151099 0.00066486 0.00031341
internal_weight=0 691 615 2430 338 2335 277 825 95 240 1510 105 1448 474 153 786 358 66 321 87 233 200 167 428 99 42 55 71 974 138
internal_count=3121 691 615 2430 338 2335 277 825 95 240 1510 105 1448 474 153 786 358 66 321 87 233 200 167 428 99 42 55 71 974 138
is_linear=0
shrinkage=0.00196078


Tree=7642
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 4 4 1 15 1 49 40 1 0 1 1 12 1 2 47 3 13 447 4
split_gain=27.7157 4.38495 2.36358 1.8818 1.67194 1.29655 0.880127 0.792384 0.792342 0.746484 0.597809 0.410502 0.407053 0.682552 0.438421 0.400962 0.377116 0.300048 0.268726 0.249508 0.221379 0.210261 0.180979 0.180738 0.178848 0.170553 0.162748 0.223933 0.155096 0.124805
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 0.14285500000000004 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.15289999999999995 -0.013514999999999998 0.086920000000000011 -0.17952999999999997 0.091195000000000012 -0.054984999999999992 -0.077714999999999992 0.11654500000000001 0.18019500000000002 0.16175000000000003 0.13075500000000004 0.090285000000000018 0.12958500000000003 -0.0091949999999999983 0.10350500000000001 -0.14847999999999997 -0.10278499999999999 0.083310000000000009 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 10 17 12 23 -4 15 -10 19 22 -15 28 -2 -3 -13 26 -6 -5 29 -8 -17 -18 -7 -28 -1 -14
right_child=1 4 9 21 20 7 8 -9 11 -11 -12 18 13 14 -16 24 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010654278663653994 0.00068295113615316904 0.0004677361631861238 0.00093942005638432738 0.00060586065828520191 0.00027646028295893338 0.0011081571169510608 0.00087169907995711285 0.00068786027422198224 0.00077977579744423133 0.00057891097454278216 0.0012485986157642643 0.00054986968098287114 0.0010741397464257378 0.00092927790955613413 0.00055727031890446469 0.00080774116368753125 0.0010229394890810615 0.00024830563304324943 0.00038909413305284049 0.00079733200225175595 5.2882505912963303e-05 0.00038870683547072841 0.00092077535170699933 0.00063679121288598753 0.00099017862030835262 0.00087485211314978421 0.00081783310912759098 0.0010171530157912011 0.00089915162234595325 0.00096138538163731565
leaf_weight=1097 23 46 34 60 90 70 34 39 20 63 59 95 65 21 29 23 67 50 69 20 21 24 215 20 203 54 23 375 22 90
leaf_count=1097 23 46 34 60 90 70 34 39 20 63 59 95 65 21 29 23 67 50 69 20 21 24 215 20 203 54 23 375 22 90
internal_value=0 0.000555936 0.00100523 0.00077705 0.000442646 0.0010176 0.000511932 0.000961534 0.000575858 0.000705275 0.00105542 0.000514569 0.000973289 0.000928538 0.000713514 0.00104694 0.000913103 0.000353449 0.000482226 0.0010118 0.000234162 0.000543817 0.000957596 0.000784696 0.000971612 0.000956851 0.00102097 0.00100563 0.00106216 0.00100867
internal_weight=0 673 2448 228 445 2351 334 947 238 97 1404 184 908 420 50 1345 144 96 164 488 111 84 370 54 226 121 468 398 1119 155
internal_count=3121 673 2448 228 445 2351 334 947 238 97 1404 184 908 420 50 1345 144 96 164 488 111 84 370 54 226 121 468 398 1119 155
is_linear=0
shrinkage=0.00196078


Tree=7643
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 14 47 2 2 2 1 2 4 2 150 2 4 12 4 4 1 2 13 157 4 4 52 12
split_gain=25.5376 3.97412 2.31288 2.09145 1.55561 1.01647 0.816069 0.702473 0.691862 0.540872 0.512594 0.391633 0.341154 0.452072 0.334256 0.303573 0.259974 0.226667 0.218728 0.195916 0.185471 0.158254 0.142032 0.119052 0.110951 0.107806 0.106223 0.101897 0.0992833 0.0987665
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.098630000000000009 0.092845000000000025 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.13501500000000002 0.14838000000000004 0.089625000000000024 0.090425000000000019 0.27834500000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.094835000000000017 0.038415000000000012 0.09141500000000001 -0.51843499999999987 -0.0070899999999999991 0.076935000000000017 0.088930000000000023 -0.0062949999999999994 -0.066144999999999995 -0.0086549999999999978 -0.036839999999999991 -0.057699999999999994 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 6 -3 7 17 12 11 21 16 14 19 15 28 -14 18 -1 22 20 -5 -6 -7 -22 -16 -21 -27 -2 -4 -23
right_child=1 2 8 5 9 10 -8 -9 -10 -11 -12 -13 13 -15 24 -17 -18 -19 -20 25 23 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00091566111819416866 0.00091567474136165544 0.00040440040681131593 0.00032509443932212892 0.0011018871787994626 0.00092278287774708425 0.00083454270156711947 0.00047888199528164617 0.0010846619991994851 0.00051269796671562812 0.00044050120833798558 0.00058368048707913847 0.00010589561815374469 0.00065879502571096601 0.0005713432788283573 0.0001832134693850303 0.00087704177823191962 0.00064000041426195335 0.00069684062243002397 0.0007611935458067433 0.00072532017733536514 0.00092645238583650828 0.00079713659260862617 0.00093452447481303541 0.00087699856781590251 0.00032512084052686683 0.00089250945837149689 0.00080215996864648614 0.00076024434437938762 0.00051812909206116347 0.00063149181125210778
leaf_weight=28 50 224 20 21 21 188 66 78 34 24 39 84 27 23 87 265 29 52 115 20 876 31 77 238 28 243 63 24 21 25
leaf_count=28 50 224 20 21 21 188 66 78 34 24 39 84 27 23 87 265 29 52 115 20 876 31 77 238 28 243 63 24 21 25
internal_value=0 0.000436578 0.000383618 0.000867852 0.000495491 0.000882285 0.000640277 0.000902539 0.000250922 0.000697515 0.000798467 0.000213837 0.000894541 0.000836014 0.000271959 0.000856861 0.000818948 0.000773428 0.000832604 0.000907159 0.000919328 0.000777623 0.000863594 0.000915887 0.000217765 0.000864792 0.000873908 0.000865265 0.000423966 0.000723188
internal_weight=0 673 599 2448 325 2302 146 1854 274 101 448 240 1776 315 156 292 409 80 380 1461 1135 77 265 1114 115 326 306 74 41 56
internal_count=3121 673 599 2448 325 2302 146 1854 274 101 448 240 1776 315 156 292 409 80 380 1461 1135 77 265 1114 115 326 306 74 41 56
is_linear=0
shrinkage=0.00196078


Tree=7644
num_leaves=31
num_cat=0
split_feature=1 52 1 2 3 2 47 14 16 33 12 0 1 47 133 484 456 16 48 13 39 16 0 2 1456 3 4 13 158 159
split_gain=0.639501 0.144838 0.081134 0.0562962 0.0509464 0.0480874 0.0375971 0.0389115 0.0549292 0.036779 0.0361752 0.0298698 0.0302357 0.0379061 0.028766 0.0339026 0.028864 0.0408567 0.0547611 0.0456021 0.0396557 0.0367847 0.033977 0.0285735 0.0261514 0.0263618 0.0292222 0.0247525 0.023978 0.0301954
threshold=0.10312500000000001 -0.42635499999999998 0.13707500000000003 0.092235000000000025 -0.034684999999999994 0.11411 0.13827000000000003 -0.42495999999999995 -0.11676499999999999 1.0000000180025095e-35 -0.26532499999999998 -0.033209999999999996 0.11039500000000001 0.107145 0.089405000000000012 0.085905000000000009 0.089955000000000021 -0.020119999999999996 0.083685000000000009 -0.084034999999999985 0.085425000000000015 -0.53943499999999989 -0.14051499999999997 0.15109000000000003 -0.12206499999999998 0.090900000000000009 -0.42529999999999996 0.05868000000000001 0.085030000000000008 0.088800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 5 11 7 -4 10 28 -9 12 -3 -14 15 16 17 19 20 -6 -19 -21 -23 24 -5 -26 -27 -7 29 -1
right_child=1 2 6 23 14 27 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0081352450129449205 0.0082367744187221825 0.0056886326592777755 0.0052128741877492182 0.0097093516084561619 0.0029430307354832968 0.0051212088797580116 0.0058755722783860711 0.0054544893619806875 -0.0025079728232843702 0.0045529211481936793 0.00078999191095742091 0.0042296294773254417 0.012383861676789822 0.0070112226306107547 0.001186771486827638 0.0073541835954529233 3.8293726975098257e-05 -0.0033336992397727003 0.0048697883225608304 0.0038250000968288915 0.0028881554631516337 0.011237062262776105 0.0057400866517458458 0.0034127570954816683 0.0072064418962535298 0.007563487556762994 0.0033059582769821741 0.0011808341522701084 0.0093447869842344777 0.0061802789713034318
leaf_weight=1329 85 36 22 38 53 44 21 23 38 29 60 29 24 29 40 28 20 21 41 26 20 23 22 21 673 28 38 25 151 84
leaf_count=1329 85 36 22 38 53 44 21 23 38 29 60 29 24 29 40 28 20 21 41 26 20 23 22 21 673 28 38 25 151 84
internal_value=0 0.00435661 0.00384527 0.00773816 0.00450016 0.0057906 0.00192451 0.00134429 0.000640907 0.0080816 0.00208256 0.00701685 0.00792504 0.00944412 0.00367937 0.00407191 0.00366525 0.00401739 0.00228557 0.00516262 -0.000298648 0.0068195 0.00854965 0.00705258 0.00715096 0.0070194 0.00511218 0.00369354 0.00814702 0.00801903
internal_weight=0 730 645 2391 481 187 164 143 121 1593 83 118 89 53 294 254 226 206 82 124 41 71 45 798 777 739 66 69 1564 1413
internal_count=3121 730 645 2391 481 187 164 143 121 1593 83 118 89 53 294 254 226 206 82 124 41 71 45 798 777 739 66 69 1564 1413
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 42 14 47 4 16 0 0 15 4 12 2 52 16 2 43 12 39 2 51 483 43 15
split_gain=11.0723 1.84733 1.11448 0.958538 0.697941 0.654101 0.402451 0.30799 0.293273 0.254997 0.231327 0.22603 0.207823 0.197772 0.204939 0.2009 0.181993 0.184576 0.166812 0.146039 0.143315 0.127959 0.121087 0.117033 0.103768 0.134566 0.0926056 0.0917859 0.0874009 0.0885191
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.042705000000000007 0.40473500000000007 -0.0060199999999999993 0.062655000000000016 0.13148500000000005 0.27834500000000006 -0.43320999999999993 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 -0.49013999999999996 0.08401500000000002 0.14122000000000004 0.13140000000000004 -0.039889999999999988 0.17025000000000004 -0.11008499999999999 0.096475000000000019 0.08456000000000001 -0.0091949999999999983 0.13995500000000002 0.085510000000000017 -0.04890499999999999 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 23 -5 13 21 12 -8 15 26 -1 22 -18 19 27 -17 -4 -16 -6 -10 -26 -15 28 -3 -30
right_child=1 2 10 8 7 -7 11 -9 24 -11 -12 -13 -14 14 16 20 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00073936027127738098 0.00065021497035020392 0.00027408348917814672 0.00020538074423700575 0.00064848832547027152 0.00066859309962667907 0.00040548261663008394 0.00068749029262393129 0.00035900992601562071 0.00026988603475996677 0.00077522794644419957 0.00039228441148046771 0.00040109511677220223 0.00056853993058515089 0.00068314943133530664 0.00056570007520563462 0.00043993036671461559 0.00048950963852575316 0.00063140661119812037 0.00019254733848542794 0.00048714696367581687 0.00063010995688976025 8.2814733353651321e-05 0.00073255682732911351 0.0005160368336370924 0.00030873071073609238 0.0005125586445920891 0.00057281078076830091 0.00043613601747263716 0.00037600456165967351 0.00024389597264672414
leaf_weight=20 76 101 108 22 29 41 80 40 20 78 20 23 192 1161 20 39 38 486 31 25 25 47 102 58 20 33 30 28 104 24
leaf_count=20 76 101 108 22 29 41 80 40 20 78 20 23 192 1161 20 39 38 486 31 25 25 47 102 58 20 33 30 28 104 24
internal_value=0 0.000361816 0.000326177 0.000643106 0.000378817 0.000650961 0.000655349 0.000501415 0.000450037 0.000665325 0.000193823 0.000587743 0.000603525 0.000660863 0.000665117 0.000567824 0.000636997 0.000621116 0.000329073 0.000344081 0.000514219 0.000168216 0.000705203 0.000566889 0.00039023 0.000435642 0.00068037 0.000330164 0.000317207 0.000351234
internal_weight=0 691 615 2430 440 2335 2294 127 95 1999 175 295 272 1921 1837 84 646 524 313 282 64 155 122 87 73 53 1191 257 229 128
internal_count=3121 691 615 2430 440 2335 2294 127 95 1999 175 295 272 1921 1837 84 646 524 313 282 64 155 122 87 73 53 1191 257 229 128
is_linear=0
shrinkage=0.00196078


Tree=7646
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 52 4 14 0 0 15 4 52 4 12 1 49 40 16 11 16 50 43 1 13
split_gain=15.5882 2.65075 1.32307 1.14114 0.8784 0.753456 0.59954 0.547534 0.446375 0.37765 0.317337 0.343121 0.311382 0.28047 0.335721 0.299922 0.265904 0.209381 0.194856 0.209911 0.184468 0.181411 0.175926 0.155063 0.152534 0.15101 0.141821 0.135222 0.134697 0.104142
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.042705000000000007 0.10613000000000002 0.09253500000000002 1.0000000180025095e-35 0.24564500000000003 0.062655000000000016 -0.11173999999999999 -0.079119999999999982 -0.10469999999999999 -0.15464999999999998 -0.52606999999999993 -0.49013999999999996 0.08401500000000002 0.13436000000000001 -0.054984999999999992 -0.077714999999999992 -0.14771999999999999 1.0000000180025095e-35 -0.039889999999999988 0.041865000000000006 -0.065269999999999981 0.13075500000000004 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 22 12 -8 -4 11 23 13 15 -15 -1 -10 -2 27 -20 -18 -19 -3 -9 -14 -17 29 -16 -5 -6
right_child=1 4 9 28 26 -7 8 10 16 -11 -12 -13 24 14 18 25 20 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091839076111129687 0.00085040858433397246 0.00037558103168426117 0.00074071468830521139 0.00050159652364361131 0.000281735057834662 0.00056470936138389833 0.00062819735627937931 0.00083963916375975293 0.0006412743134241478 0.00048429536735514336 0.00081613155163639682 0.00049957713390718782 0.00081076423231852125 0.00084423608043127584 0.00072221357029214031 0.00056704772611009587 0.00042961107459820174 0.000527336560433207 0.00063388157334382834 0.00078338239768394535 0.00025355539689775211 0.000732652395364326 0.00020755873726425219 0.0006893508110273395 0.0010004213335467319 0.00076226562320017347 0.00034433082635343734 0.0008884999616677571 0.00032778953055978988 0.00012125413700499955
leaf_weight=20 45 46 34 60 22 48 54 34 20 63 113 32 23 1191 23 39 150 21 39 487 27 78 50 118 56 25 23 103 24 53
leaf_count=20 45 46 34 60 22 48 54 34 20 63 113 32 23 1191 23 39 150 21 39 487 27 78 50 118 56 25 23 103 24 53
internal_value=0 0.000461645 0.000798592 0.000633562 0.000373561 0.000807851 0.000419857 0.000812918 0.000470262 0.000574174 0.000734345 0.000684117 0.000824552 0.000819605 0.000824656 0.000708801 0.00042697 0.000739509 0.000788888 0.000772298 0.000402755 0.000689101 0.000288069 0.000722968 0.000945205 0.000643305 0.000209635 0.000858146 0.000451937 0.000168329
internal_weight=0 673 2448 228 445 2351 347 2303 251 97 297 184 2006 1927 1843 84 197 144 652 526 177 99 96 152 79 64 98 126 84 75
internal_count=3121 673 2448 228 445 2351 347 2303 251 97 297 184 2006 1927 1843 84 197 144 652 526 177 99 96 152 79 64 98 126 84 75
is_linear=0
shrinkage=0.00196078


Tree=7647
num_leaves=31
num_cat=0
split_feature=1 4 12 150 1 15 2 12 47 1 2 13 3 401 12 4 0 2 4 0 12 4 48 13 1 399 398 4 15 160
split_gain=0.674058 0.105798 0.0879342 0.072633 0.0654174 0.0648078 0.0494791 0.0469211 0.0442052 0.0423696 0.0365564 0.0346814 0.0556641 0.0409927 0.0336681 0.032196 0.067759 0.0447159 0.0310853 0.0372081 0.0301085 0.0294654 0.0627414 0.0289017 0.0268326 0.0256353 0.0370849 0.0240622 0.0433833 0.0222019
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.084680000000000019 0.08864000000000001 0.035560000000000008 0.25063000000000007 0.08815000000000002 0.077555000000000013 0.089770000000000016 0.14285500000000004 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.094384999999999983 -0.17966999999999997 -0.067094999999999988 0.092235000000000025 -0.00099499999999999979 -0.094299999999999981 0.12757000000000002 0.41257000000000005 0.084170000000000009 -0.14819499999999997 0.13534000000000004 0.091255000000000017 0.099290000000000003 -0.064054999999999987 -0.033689999999999991 -0.071139999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 8 15 11 9 27 23 -2 12 -3 14 -14 -6 17 -17 19 -9 25 22 -19 -4 -16 -21 -27 -1 -29 -20
right_child=1 6 7 -5 5 -7 -8 18 -10 -11 -12 -13 13 -15 24 16 -18 21 29 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0088118539935253051 0.0069679354907780447 0.0071764606927685881 0.011724927778722662 0.0028832120656461045 0.0088028327329084284 0.010339958088472486 -0.0017177017328018945 0.010502922237572964 0.0115518844654334 0.0047996641033225592 0.003006904395469637 -0.00028236504793832347 0.0058227080162032508 -0.0014997029001824558 0.0037258022950651748 0.0075115936891279496 0.00059264308174273802 -0.00017298244565608912 0.0084099553101249554 0.0078351492984029235 0.0045791197930359177 0.0074220103000036692 0.0054548379116637919 0.0087048769549927813 0.00080232975532352514 0.012485563666318897 0.0069676468104478868 0.0077557804096224058 0.0033111300548625878 0.0064212334579443215
leaf_weight=66 170 34 33 82 20 25 24 57 29 27 27 28 40 20 75 64 35 32 73 813 27 22 52 797 54 29 21 70 32 243
leaf_count=66 170 34 33 82 20 25 24 57 29 27 27 28 40 20 75 64 35 32 73 813 27 22 52 797 54 29 21 70 32 243
internal_value=0 0.0040121 0.00785826 0.00538408 0.00658364 0.00550976 0.00262016 0.00812701 0.00794644 0.00869813 0.00642505 0.00303493 0.00345146 0.00278135 0.00328798 0.00497307 0.00459944 0.00542437 0.00773948 0.00802606 0.00786743 0.00416415 0.00331091 0.00882495 0.00250202 0.00797031 0.010168 0.00732407 0.00636138 0.00688065
internal_weight=0 554 2567 279 447 250 275 2120 197 857 197 251 223 189 169 225 205 170 1263 947 890 106 84 830 129 863 50 168 102 316
internal_count=3121 554 2567 279 447 250 275 2120 197 857 197 251 223 189 169 225 205 170 1263 947 890 106 84 830 129 863 50 168 102 316
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=31
num_cat=0
split_feature=1 1 124 12 2 4 2 42 4 2 457 1 14 3 1 4 0 52 40 13 131 2 1 16 12 11 43 43 151 47
split_gain=11.2427 1.57136 1.05642 0.927899 0.51962 0.424282 0.406123 0.398842 0.351693 0.311564 0.301846 0.425725 0.269814 0.164351 0.194434 0.159197 0.14365 0.139577 0.129253 0.190509 0.119268 0.158939 0.117185 0.116672 0.106866 0.103341 0.0965842 0.0836831 0.0825775 0.0790199
threshold=0.10538500000000002 0.12408500000000001 -0.080389999999999989 0.087215000000000015 0.089605000000000018 0.27834500000000006 0.14285500000000004 -0.0060199999999999993 0.42051500000000003 0.14285500000000004 0.080930000000000016 0.084525000000000003 0.062655000000000016 -0.12711499999999995 0.077845000000000011 0.053180000000000012 0.18019500000000002 1.0000000180025095e-35 -0.065969999999999987 -0.072819999999999982 0.086835000000000009 0.31358000000000003 0.091195000000000012 0.10246000000000001 0.086850000000000024 1.0000000180025095e-35 -0.080324999999999994 0.064745000000000011 -0.088784999999999989 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 23 12 29 8 -1 18 10 15 -12 13 14 -4 16 25 24 -3 -20 21 -8 -15 28 -17 27 -9 -6 -2 -5
right_child=1 6 4 5 9 -7 20 26 -10 -11 11 -13 -14 22 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060788133836426987 0.00043182116635685704 0.00024838875778311609 0.00069929356612856419 0.00064865632083782522 0.00064872624902712994 0.0003572800817588965 0.00016058959055780656 0.00040047707437884574 0.00021214351413946327 0.00043872342936136484 0.00065832684620046147 0.00034947988548067807 0.00079925891424223764 0.00067675893372373241 0.00045329575804275231 0.00041376289682111875 0.00047804553792172791 0.00063793639674939037 0.00027763330993539723 0.00049947940385983798 0.00027759820716737797 -3.7609980596850314e-05 0.00062677654883194192 0.0004954828709071758 0.00056369685996541315 0.00071422066392487537 0.00023885390352392188 0.00058708576935485456 0.00032197573026848106 0.00054628885581212887
leaf_weight=35 31 20 21 69 476 34 70 44 89 39 32 37 59 1044 30 23 20 86 22 46 22 20 218 20 89 77 21 103 174 50
leaf_count=35 31 20 21 69 476 34 70 44 89 39 32 37 59 1044 30 23 20 86 22 46 22 20 218 20 89 77 21 103 174 50
internal_value=0 0.000349427 0.000636512 0.000432643 0.000644898 0.000550453 0.000240584 0.000439128 0.000299054 0.000610463 0.000617566 0.000492713 0.000669544 0.000663715 0.000554589 0.000627423 0.000641745 0.000578526 0.000386952 0.000427706 0.000148181 0.000116545 0.000668125 0.000352533 0.000532907 0.000646736 0.00034826 0.000637761 0.000338587 0.000605645
internal_weight=0 667 2454 378 2354 153 289 100 177 982 943 69 1372 1313 51 874 676 198 88 68 112 90 1262 225 112 656 65 579 205 119
internal_count=3121 667 2454 378 2354 153 289 100 177 982 943 69 1372 1313 51 874 676 198 88 68 112 90 1262 225 112 656 65 579 205 119
is_linear=0
shrinkage=0.00196078


Tree=7649
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 2 1 0 2 2 150 49 12 4 157 15 159 475 2 11 0 4 150 15 16
split_gain=8.45114 1.32639 0.808184 0.648862 0.488139 0.366477 0.308656 0.292163 0.288266 0.196203 0.171146 0.168173 0.18579 0.161378 0.145906 0.144961 0.144645 0.102645 0.123141 0.108888 0.0968492 0.0958632 0.0918345 0.0851484 0.079295 0.0792741 0.0773435 0.075048 0.0989752 0.0742144
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.13501500000000002 0.14753000000000002 0.089625000000000024 -0.10836499999999999 -0.0050599999999999994 0.116525 1.0000000180025095e-35 -0.054984999999999992 0.091325000000000003 -0.51843499999999987 -0.069619999999999987 -0.41942499999999994 0.08154500000000002 -0.07675499999999999 -1.0000000180025095e-35 0.084680000000000019 -0.13843999999999998 0.04735000000000001 0.082565000000000013 -0.43375999999999998 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 21 6 11 10 -4 15 13 17 -13 -6 -15 22 -2 18 -1 -19 -12 25 -7 -14 -18 -3 -22 28 -5 -21
right_child=1 4 8 27 7 9 -8 -9 -10 -11 20 12 23 14 -16 -17 24 19 -20 29 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073108486100739126 0.00036591041242848297 0.00032182361642223655 0.00054914654475175025 0.0003305161711271109 0.00012970754671151358 0.00061265987726139676 0.00069328483973566659 0.00035641755714763802 0.0003142177973233742 0.00039231795878484361 0.00018161560406488385 0.00039700640347713694 0.00043743982794167835 0.0003891147435734085 0.00021346483073726881 0.0003890859573578634 0.00050507215096629737 0.00041392199469335154 0.00058297093050238362 0.00056628344559484282 0.00012499370621334689 0.00024843084327930018 0.00052299195225067392 0.00055502563202288521 0.0006192262711313864 0.00042942384302424379 -2.7987896853661572e-05 0.00039569017239937594 0.00017599677782295745 0.00046823453744712927
leaf_weight=22 23 77 28 34 64 51 79 37 71 48 32 37 26 24 75 28 87 22 1133 295 24 41 316 265 32 40 27 20 30 33
leaf_count=22 23 77 28 34 64 51 79 37 71 48 32 37 26 24 75 28 87 22 1133 295 24 41 316 265 32 40 27 20 30 33
internal_value=0 0.000305307 0.000554213 0.00042745 0.000242713 0.000561508 0.000573282 0.000193969 0.000380662 0.000510693 0.000169536 0.00056811 0.000527879 0.000206441 0.000256047 0.000525077 0.000508257 0.000576878 0.000585792 0.000547462 9.70587e-05 0.000330019 0.000535453 0.00054452 0.000535769 0.00035861 4.40034e-05 0.000290848 0.000258085 0.000556419
internal_weight=0 667 2454 226 441 2355 1912 283 99 443 246 1833 328 163 99 395 142 1505 1155 350 83 158 367 291 119 117 51 84 64 328
internal_count=3121 667 2454 226 441 2355 1912 283 99 443 246 1833 328 163 99 395 142 1505 1155 350 83 158 367 291 119 117 51 84 64 328
is_linear=0
shrinkage=0.00196078


Tree=7650
num_leaves=31
num_cat=0
split_feature=1 52 1 12 1 15 50 0 12 2 9 150 0 123 156 1 4 15 457 43 48 150 0 41 15 49 16 160 479 4
split_gain=0.669642 0.100199 0.0894442 0.088029 0.0634551 0.0586545 0.0494835 0.0449405 0.0434211 0.0420955 0.0725328 0.0639408 0.0450969 0.0444343 0.0373294 0.0366292 0.0364999 0.106627 0.0313458 0.0447625 0.0360488 0.0336836 0.0485198 0.0300984 0.0315413 0.0294229 0.0287064 0.0281871 0.0371297 0.0313948
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.051320000000000005 0.08864000000000001 0.035560000000000008 0.13705000000000003 -0.23194499999999998 0.08815000000000002 0.11474000000000002 -1.0000000180025095e-35 0.085395000000000013 0.010870000000000003 0.11679000000000002 0.10272000000000002 0.089770000000000016 -0.064054999999999987 -0.03241999999999999 0.10613500000000002 -0.011694999999999999 -1.0000000180025095e-35 0.085210000000000022 -0.068944999999999992 0.077565000000000009 0.13592500000000005 1.0000000180025095e-35 -0.11118499999999999 -0.54200499999999985 0.086465000000000014 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 7 18 9 -1 15 10 -3 12 -12 14 25 -5 -9 -18 19 21 -21 22 -6 24 27 -11 -4 -10 29 -29
right_child=1 2 26 8 5 -7 -8 16 23 13 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.012172838097268886 0.0082823584564030179 0.0017942621732868675 0.0019847216735155706 0.0087823222875482894 0.0043655404359345664 0.010108321361243726 0.0084092326760292057 0.0091048208320797935 0.010482460304153458 0.0020024062942247838 0.0083696853070120737 0.0021647548453221396 0.0031886256654702484 -0.0014688950949459383 0.00698202402330935 0.0050396398054780786 0.0080877541392845552 0.00077191080328904921 0.0015046530524673671 0.0030709963502539767 0.0076872333584503197 0.0065701004164293413 -0.001574754371540621 0.0045001179354065765 0.0049793506077931904 0.0047438901065330009 -0.0023390864928452566 0.0081382342452385736 0.0044002589213872154 0.0066940161912030852
leaf_weight=22 50 53 34 830 44 25 25 72 41 125 84 31 21 21 25 27 76 27 23 21 87 30 20 28 38 57 28 946 31 179
leaf_count=22 50 53 34 830 44 25 25 72 41 125 84 31 21 21 25 27 76 27 23 21 87 30 20 28 38 57 28 946 31 179
internal_value=0 0.00401256 0.00358897 0.0078461 0.0065708 0.00551315 0.00408791 0.007913 0.008115 0.00382884 0.00493237 0.00615531 0.00733347 0.00291406 0.00335871 0.00866441 0.00737747 0.00617001 0.00500257 0.00540085 0.00678963 0.00380523 0.0025092 0.00774221 0.00781571 0.002861 3.20341e-05 0.00790575 0.00781437 0.00790844
internal_weight=0 554 504 2567 447 250 442 197 2120 417 189 136 105 228 207 857 175 103 225 202 108 94 64 1263 1235 182 62 1197 1156 1125
internal_count=3121 554 504 2567 447 250 442 197 2120 417 189 136 105 228 207 857 175 103 225 202 108 94 64 1263 1235 182 62 1197 1156 1125
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 2 14 16 2 1 2 2 475 150 2 13 13 2 15 0 4 457 1 481 0 10 43
split_gain=21.4292 3.55218 2.18108 1.79691 1.11664 0.819435 0.662657 0.647433 0.615614 0.604967 0.532001 0.434735 0.406402 0.385091 0.266087 0.237844 0.214544 0.212294 0.204863 0.198463 0.160439 0.143247 0.163439 0.141682 0.133489 0.131778 0.125632 0.124238 0.120715 0.119858
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.085505000000000012 0.40473500000000007 0.09253500000000002 0.14960000000000004 0.062655000000000016 -0.040964999999999994 0.17025000000000004 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 -0.066784999999999983 1.0000000180025095e-35 0.088850000000000012 -0.004174999999999999 -1.0000000180025095e-35 0.10882500000000002 -0.15914499999999995 -0.10607499999999999 -0.0070899999999999991 0.079590000000000008 0.076935000000000017 -0.0066299999999999996 -0.030209999999999997 -0.38851999999999992 -0.050459999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 9 11 23 -5 15 12 -7 18 17 14 -14 -6 25 21 -3 24 -21 -1 -23 -4 -2 27 -19 -17 -13 -20
right_child=1 5 6 7 8 10 -8 -9 -10 -11 -12 28 13 -15 -16 16 -18 26 29 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010805553080988864 0.00047275443753032689 0.00026477117783954497 0.00091947468541210217 0.00084261915226485217 0.00094084415736689657 0.00035790375810128419 0.00054287810389902079 0.00050687895298764745 0.00051880762691091232 0.0010898004459953406 0.00068888381761025613 0.00019184543790746165 0.00068486457382764467 0.00060341950900573199 0.00088571123303620824 0.00082278051715555672 0.00064235902732926689 0.00097696967626529968 0.00030315219002737247 0.00066621586847372073 0.00050064154268424153 0.00082016000978570524 0.00094396029082991374 0.00078562915431411935 0.00031094987027566222 0.0009119273928025614 0.00088232822793208167 0.00070430483685899106 -9.2363200829415828e-06 0.00049369489153226211
leaf_weight=28 107 115 68 34 63 43 32 63 26 76 33 24 28 23 269 267 27 61 22 35 63 43 881 55 24 55 465 39 22 30
leaf_count=28 107 115 68 34 63 43 32 63 26 76 33 24 28 23 269 267 27 61 22 35 63 43 881 55 24 55 465 39 22 30
internal_value=0 0.000491032 0.000614613 0.000886095 0.000896885 0.000326827 0.000794232 0.000624561 0.000812185 0.000918445 0.000501619 0.00026446 0.000911202 0.000847847 0.000866776 0.000829098 0.000810954 0.000924918 0.000310951 0.000493037 0.000559775 0.000942386 0.000938199 0.000859625 0.000443111 0.000823563 0.000893304 0.000807681 9.56759e-05 0.000413081
internal_weight=0 673 384 2448 2351 289 155 97 477 1874 76 213 1798 320 297 451 388 1478 167 229 98 952 924 123 131 361 526 306 46 52
internal_count=3121 673 384 2448 2351 289 155 97 477 1874 76 213 1798 320 297 451 388 1478 167 229 98 952 924 123 131 361 526 306 46 52
is_linear=0
shrinkage=0.00196078


Tree=7652
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 150 150 2 43 4 0 149 12 49 1 2 2 4 13 4 52 4 4 376 13 402 402 42 402 13
split_gain=0.644539 0.0967561 0.0843928 0.0635649 0.068434 0.0602114 0.0479161 0.046623 0.0418609 0.0406591 0.0401506 0.0369162 0.0368412 0.0351115 0.0338652 0.0322074 0.0311282 0.0348184 0.030765 0.0288221 0.0285976 0.027457 0.0355889 0.0268674 0.0262219 0.0262357 0.0428754 0.0576445 0.0417377 0.0348004
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.084680000000000019 0.10980500000000001 0.25063000000000007 -0.085594999999999991 0.40124500000000002 -0.14920999999999998 0.07770500000000001 0.086095000000000019 0.12011500000000001 0.12000500000000001 0.14285500000000004 0.090790000000000023 -0.062539999999999984 -0.071554999999999994 0.0045450000000000013 -0.13993999999999998 -0.00059999999999999995 -0.17966999999999997 0.083785000000000012 -0.17933499999999997 0.08865000000000002 0.083170000000000008 -0.008624999999999999 0.10842 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 8 15 16 11 -1 10 12 14 -4 24 -3 -2 21 20 -15 -19 -18 22 -6 -10 -12 26 29 -28 -27 -26
right_child=1 7 9 -5 6 -7 -8 -9 23 -11 13 -13 -14 18 -16 -17 17 19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0066293999771398771 0.0067194255404448254 0.0044056140765786882 0.012964668312680819 0.0020164142921566966 0.010849364101886749 0.0029850679843703557 0.0031064100563526157 -0.0015919047291390598 0.00058351944293826821 0.003595991749759941 0.0049355152356265874 0.006934239025312392 0.0079120316370217894 0.0080480142006356462 0.0018053791338376955 0.0030014677300911259 0.0063658941334680383 0.0025336386015017828 0.0042030045646242803 0.0068381096674905474 0.011052716026703518 0.010757521280708414 0.0058654989201673557 0.0047240425971159274 0.012067588356633982 0.010695926075494116 0.0078694159421941329 0.00089090245077386501 0.0079794117388918891 0.0079705249814749895
leaf_weight=74 170 74 31 30 23 82 21 24 25 21 27 22 27 38 155 27 23 21 46 60 30 60 38 42 21 94 29 20 142 1624
leaf_count=74 170 74 31 30 23 82 21 24 25 21 27 22 27 38 155 27 23 21 46 60 30 60 38 42 21 94 29 20 142 1624
internal_value=0 0.00395003 0.00771103 0.00646234 0.00678219 0.00526207 0.00769783 0.0026189 0.00498988 0.00797431 0.00801812 0.00302152 0.0106126 0.00794439 0.00264563 0.00620986 0.00807594 0.00702605 0.00594241 0.00572214 0.00901881 0.00923864 0.00774466 0.00317907 0.00803032 0.00807361 0.007936 0.00502104 0.00906141 0.00802283
internal_weight=0 554 2567 447 417 279 276 275 141 2120 2099 251 58 2041 229 197 255 134 84 81 53 121 61 67 1957 1930 1694 49 236 1645
internal_count=3121 554 2567 447 417 279 276 275 141 2120 2099 251 58 2041 229 197 255 134 84 81 53 121 61 67 1957 1930 1694 49 236 1645
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 1 3 3 0 49 16 49 1 52 1 4 16 49 47 3 457 3 2 1 0 2 47
split_gain=13.4569 2.07007 1.15348 0.910701 0.785607 0.750028 0.42683 0.390886 0.389991 0.389079 0.390002 0.284238 0.343176 0.266495 0.260098 0.178298 0.166115 0.150664 0.124851 0.16489 0.128135 0.124828 0.193293 0.123112 0.200598 0.121577 0.130939 0.117958 0.113154 0.113078
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.11690500000000002 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.31370500000000007 0.10299500000000002 -0.10607499999999999 0.082865000000000008 -0.52595999999999987 -0.054984999999999992 0.083135000000000014 0.048770000000000008 0.091195000000000012 -0.013125 -0.45661999999999997 -0.009244999999999998 0.10648500000000001 0.0041950000000000008 0.096470000000000014 0.11924500000000002 0.14019000000000004 0.13075500000000004 0.14486500000000005 0.091265000000000013 0.11518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 21 11 13 -4 10 25 12 15 -6 -2 -1 -11 28 27 -20 -21 22 -3 24 -24 26 -7 -15 -13 -16
right_child=1 5 8 -5 7 9 -8 -9 -10 16 -12 17 -14 18 29 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070502302798412428 0.0004631013901648568 0.00033362058910572456 0.00068043128403619084 0.0003973388419826589 0.00046474614835419908 0.00038376051474637934 0.00090044461795929769 0.00047850472728036764 0.00041985607286002121 9.9884488663470536e-05 0.0004482298091949661 0.0007667201448808285 0.000834959847198718 0.00073040875845702092 0.00073035290963899074 0.00053195691527494415 0.00027586570701233163 0.00070307224928581021 0.00078411609828128389 0.00048767684803654749 0.00065255391028375999 0.00058125263463486645 0.00066910432072043514 0.00035458915632835682 0.00043337738522294527 0.00016675877540295989 0.00023466064510566028 0.00060257805837701198 0.00071582858528297807 0.00060025467228876832
leaf_weight=37 23 62 34 84 21 39 70 39 63 58 61 1140 31 265 84 60 32 213 34 20 193 20 23 22 35 39 54 31 197 37
leaf_count=37 23 62 34 84 21 39 70 39 63 58 61 1140 31 265 84 60 32 213 34 20 193 20 23 22 35 39 54 31 197 37
internal_value=0 0.000407667 0.000720733 0.000559591 0.000729378 0.000329827 0.00075043 0.000668352 0.000511192 0.000268922 0.00031857 0.000744172 0.000655367 0.000681479 0.000654239 0.000597972 0.000162456 0.000751506 0.000689861 0.000657313 0.000637072 0.000436223 0.000415796 0.000479482 0.000526855 0.000258651 0.000297186 0.000717021 0.000759222 0.000690571
internal_weight=0 673 2448 228 2351 445 1748 603 97 283 193 1678 128 564 144 97 90 1550 543 247 213 162 142 80 58 132 93 296 1337 121
internal_count=3121 673 2448 228 2351 445 1748 603 97 283 193 1678 128 564 144 97 90 1550 543 247 213 162 142 80 58 132 93 296 1337 121
is_linear=0
shrinkage=0.00196078


Tree=7654
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 3 1 1 130 12 12 3 47 0 12 42 47 43 16 16 160 2 43 133 43 483 3 4 2 0
split_gain=0.596718 0.0943701 0.0786457 0.0593729 0.0644483 0.0668746 0.0568355 0.0511578 0.0444323 0.0482352 0.103189 0.0437326 0.0426569 0.0404687 0.0394985 0.0377791 0.0372132 0.0339034 0.032858 0.0316076 0.0527616 0.031516 0.0466829 0.0389978 0.0330238 0.0314065 0.0290583 0.0281424 0.0303943 0.0324517
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.089625000000000024 0.14262000000000002 -0.072444999999999982 0.10711000000000002 0.11586 0.10542000000000001 0.077555000000000013 1.0000000180025095e-35 0.08815000000000002 0.11159000000000001 0.13011000000000003 -0.0071849999999999995 -0.43320999999999993 -0.034884999999999992 -0.046074999999999991 0.088745000000000004 0.0034250000000000005 0.087985000000000022 -0.14792499999999997 0.089025000000000007 -0.088494999999999976 0.063160000000000008 0.090675000000000019 -0.07384499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 12 15 -2 17 -11 -8 19 18 21 16 25 26 -9 -7 -21 24 23 27 -4 -3 -10 28 -23 -30
right_child=1 7 14 -5 -6 6 11 13 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021404242168205816 0.0016312765038531763 0.0030444318905820233 0.011707247177799864 0.0095624436963892851 0.0010261011095001149 0.0053429670456098394 0.0047541941740372054 -0.00080470897629857064 0.0029745751031441618 -0.0015034117425481478 0.0084099972332339918 0.0091194646976267297 0.011993263572778391 -0.0026172005687840286 0.0073436523561944012 -0.00046706012619237994 0.0076103439629077911 0.010007734045253269 0.0036824127778093867 0.0052602465955480454 0.010472377586679963 0.0070184042379260077 0.0028991749587779243 0.0053688371083505139 0.0083679441472537929 0.0061843518690071313 0.0074048216819248506 0.0055782232142519211 0.013893281552009286 0.00857610957146707
leaf_weight=37 23 197 31 48 26 50 153 25 20 21 21 27 23 24 1263 21 25 35 47 31 52 25 24 48 663 38 57 20 24 22
leaf_count=37 23 197 31 48 26 50 153 25 20 21 21 27 23 24 1263 21 25 35 47 31 52 25 24 48 663 38 57 20 24 22
internal_value=0 0.00382626 0.00744505 0.00623963 0.00583989 0.00617544 0.00661977 0.00293197 0.00573104 0.00634335 0.00345329 0.00540898 0.00801682 0.000938988 0.00769921 0.00361284 0.00394237 0.00742712 0.00212438 0.00732917 0.00852568 0.00822321 0.00697191 0.00767512 0.00851711 0.00355216 0.00625411 0.00889162 0.00982498 0.0113503
internal_weight=0 554 2567 447 399 373 336 377 177 154 42 180 156 96 2120 281 260 112 72 133 83 857 163 139 694 235 77 91 71 46
internal_count=3121 554 2567 447 399 373 336 377 177 154 42 180 156 96 2120 281 260 112 72 133 83 857 163 139 694 235 77 91 71 46
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=31
num_cat=0
split_feature=1 3 39 9 2 0 2 14 2 52 4 13 133 151 0 39 13 12 1446 3 151 4 15 13 16 52 15 52 13 15
split_gain=0.483342 0.0815847 0.065714 0.064292 0.0589406 0.0521435 0.0497487 0.0476576 0.049702 0.0341853 0.0340845 0.0336262 0.0481873 0.0372234 0.0303005 0.0301737 0.037414 0.0364573 0.0260875 0.0409681 0.0312551 0.0343084 0.0281157 0.0386167 0.0255911 0.0321363 0.0275718 0.02833 0.024269 0.023751
threshold=0.10920500000000001 0.31370500000000007 0.087735000000000021 -1.0000000180025095e-35 0.10045500000000002 -0.13027499999999997 0.11448000000000001 0.054835000000000009 -0.13033999999999998 0.048770000000000008 -0.03898999999999999 -0.15078499999999997 -1.0000000180025095e-35 -0.067694999999999991 -0.23001499999999997 0.10166000000000001 -0.14179999999999995 0.095565000000000011 0.11581000000000001 -0.15327499999999997 0.009020000000000002 -0.0070899999999999991 -0.17952999999999997 -0.013304999999999999 0.24134000000000003 -0.45478499999999994 -0.040804999999999994 0.10024500000000001 -0.066634999999999986 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 7 14 10 8 -5 -3 -2 -8 -13 -14 -6 16 -7 24 19 -10 22 -22 23 -21 26 -26 -18 -28 -12 -9
right_child=1 9 -4 4 5 15 11 29 18 -11 28 12 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0020983492117375136 0.0096369185392783663 -0.0004054503720801543 0.002367304168103239 0.0029993331234436484 0.0060400947413750388 0.0025532501547232919 0.0008851958744760072 0.010658998891281394 0.0031363666616795981 0.0034780715557965729 0.0071465262326078031 0.00047306361569402118 0.0025317820720374587 0.006959325200641308 0.0024752274152888276 0.0025063898926600816 0.0070361962042203774 0.0058995750110216252 0.010321086969064631 0.012815894221421332 0.0065320086569732264 0.0018502072741587957 0.0070081907947142546 0.0069205513410270222 0.0078336964042759246 0.0035334092676639556 0.013220036927271972 0.008424710831604898 0.004326996447828909 0.0072290205566043209
leaf_weight=30 24 68 157 32 38 23 35 52 28 34 53 24 28 59 64 20 41 240 23 20 45 24 1697 25 57 25 22 28 72 33
leaf_count=30 24 68 157 32 38 23 35 52 28 34 53 24 28 59 64 20 41 240 23 20 45 24 1697 25 57 25 22 28 72 33
internal_value=0 0.00344363 0.00402011 0.00670054 0.00675496 0.00584724 0.00489973 0.00701091 0.00690695 0.000889057 0.00618521 0.00358785 0.00444003 0.00553437 0.00380332 0.00630444 0.00647866 0.00669727 0.0069741 0.00693224 0.00699093 0.00490356 0.00707361 0.0095407 0.00780389 0.00652263 0.00895843 0.0105347 0.00552248 0.00932736
internal_weight=0 554 452 2567 2537 558 295 1979 1894 102 149 146 111 87 102 456 436 413 1862 1839 1811 69 1742 45 173 82 91 50 125 85
internal_count=3121 554 452 2567 2537 558 295 1979 1894 102 149 146 111 87 102 456 436 413 1862 1839 1811 69 1742 45 173 82 91 50 125 85
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 1 2 4 2 0 49 4 4 0 156 3 1 457 3 3 10 475 47 2 0 4 4
split_gain=17.2412 2.75089 1.89737 1.61205 1.056 0.918258 0.721621 0.544537 0.430947 0.377725 0.359628 0.348588 0.336574 0.491913 0.324678 0.283935 0.264933 0.250319 0.2518 0.248932 0.242097 0.198833 0.192284 0.16291 0.15673 0.150527 0.128158 0.118232 0.116802 0.112785
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.17025000000000004 0.27834500000000006 0.14960000000000004 -0.10607499999999999 0.082865000000000008 0.42051500000000003 0.0082450000000000006 -0.079119999999999982 -1.0000000180025095e-35 -0.12711499999999995 0.083345000000000016 0.080930000000000016 0.30112000000000005 0.0068900000000000012 -0.38124499999999995 -0.079029999999999975 0.090100000000000013 0.088125000000000023 0.13134000000000004 0.022185000000000003 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 25 6 12 -4 -5 14 -6 20 13 19 21 16 -14 -18 -19 -1 24 22 -9 -11 -7 -3 -21 28 -26 -2
right_child=1 2 7 8 10 11 -8 9 -10 23 -12 -13 15 -15 -16 -17 17 18 -20 26 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00076975990829417128 0.00084515867455332882 0.00039564335568215966 0.00054117854639640578 0.00072001309156624095 0.00073814661530277614 0.00085129193891751286 0.0010021013671661257 0.00033997912365872759 0.00044609676029705903 0.00018046858520144991 0.00049176338089000529 0.0004989602160534708 0.00084044842667199389 0.00092044242359454339 0.00021464733816515353 0.00071933914873563594 0.00098202804012981529 0.0006219982265557039 0.00078784298698253083 0.000665691413518123 0.00052259473824033554 0.00024991231273518863 0.00057915544648673022 -4.255230476915398e-05 0.000773431226709084 0.00054100902235208477 0.00049416016858122005 0.00059671014596044628 0.00069855557344938358 0.00068163518958231977
leaf_weight=45 50 190 26 34 69 46 79 28 63 34 34 26 1158 36 112 104 23 39 361 34 20 30 24 20 176 32 33 24 147 24
leaf_count=45 50 190 26 34 69 46 79 28 63 34 34 26 1158 36 112 104 23 39 361 34 20 30 24 20 176 32 33 24 147 24
internal_value=0 0.000435463 0.000391401 0.000789824 0.000492728 0.000800045 0.000818613 0.000271214 0.000542109 0.000242911 0.000656816 0.000719173 0.000810705 0.000721053 0.000283284 0.000818579 0.000825108 0.000783111 0.000771673 0.000656964 0.000733036 0.000377031 0.000450368 9.78683e-05 0.000743746 0.000416597 0.000581206 0.000729489 0.000739355 0.000792124
internal_weight=0 673 599 2448 325 2351 1912 274 97 248 103 439 1833 148 194 1685 1581 423 400 112 413 82 52 54 393 222 67 347 323 74
internal_count=3121 673 599 2448 325 2351 1912 274 97 248 103 439 1833 148 194 1685 1581 423 400 112 413 82 52 54 393 222 67 347 323 74
is_linear=0
shrinkage=0.00196078


Tree=7657
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 1 2 0 49 4 49 1 457 0 1 40 4 3 160 12 50 1 2 2 4
split_gain=9.4623 1.55856 0.802323 0.702836 0.516824 0.466205 0.384874 0.328313 0.312247 0.30048 0.249136 0.219342 0.169365 0.256454 0.154196 0.148026 0.14471 0.132749 0.125634 0.11579 0.110947 0.10893 0.158364 0.159741 0.101565 0.0965293 0.0922318 0.0904728 0.085715 0.080151
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.09253500000000002 0.14960000000000004 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 -0.054984999999999992 0.085605000000000014 0.080930000000000016 -0.14723999999999998 0.12408500000000001 -0.077474999999999988 -0.55119499999999988 -0.12711499999999995 -0.013084999999999998 0.095780000000000018 0.041865000000000006 0.13075500000000004 0.092365000000000017 0.31358000000000003 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 9 20 -8 -9 12 -4 17 13 16 21 -2 18 24 -1 -10 -3 -14 23 -23 -7 28 -5 -24 -6 -26
right_child=1 4 10 26 25 11 7 8 19 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 27 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00068887123067617193 0.0004006692212121045 0.00026413136432673916 0.00055291939962111769 0.00036027021922195465 0.0001535127424236539 0.00059434789830594705 0.00053490390526313408 0.00054840934408061646 0.00031840428217445096 0.00073125452158261117 0.00034465063102439002 0.00036731590917207536 0.00075210007280746482 0.00068811939822302926 0.00054020132064583348 0.00057227193012536579 0.00042864496231471234 0.00039716358095699667 0.00049597871739034906 0.00020521083491735671 0.00013078636490367578 0.00037092769098486384 0.00062576497237006566 0.00060603134655484964 0.00056040274420342522 0.00025098555448126511 0.00021644711431292391 0.00058242272192168614 1.5188899651904791e-05 0.00048047048073373465
leaf_weight=21 23 47 34 60 61 185 30 20 142 79 63 26 23 36 104 121 57 20 34 46 49 20 1297 25 132 26 24 216 24 76
leaf_count=21 23 47 34 60 61 185 30 20 142 79 63 26 23 36 104 121 57 20 34 46 49 20 1297 25 132 26 24 216 24 76
internal_value=0 0.000329891 0.000592411 0.000461716 0.00026235 0.000599621 0.000300872 0.000343145 0.000315487 0.000612852 0.000417652 0.000541997 0.000607749 0.000544153 0.000613335 0.000544863 0.000497878 0.000552994 0.000569629 0.000290708 0.00019607 0.000618146 0.000616168 0.000501541 0.000560924 0.000146436 0.000319178 0.000619577 0.000114457 0.000531197
internal_weight=0 673 2448 228 445 2351 334 238 208 1912 97 439 1833 148 1685 144 112 413 55 188 96 1581 1558 45 393 111 84 1513 85 208
internal_count=3121 673 2448 228 445 2351 334 238 208 1912 97 439 1833 148 1685 144 112 413 55 188 96 1581 1558 45 393 111 84 1513 85 208
is_linear=0
shrinkage=0.00196078


Tree=7658
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 14 4 1 16 0 15 0 49 4 12 1 1 4 16 11 40 50 1 1 11 51
split_gain=12.0844 1.9522 1.12115 0.8137 0.664865 0.614414 0.446018 0.418555 0.374435 0.330456 0.273372 0.270919 0.223073 0.210491 0.21577 0.209461 0.189739 0.179011 0.189944 0.142795 0.137005 0.133313 0.12975 0.121429 0.113242 0.110497 0.111077 0.10884 0.0986735 0.0936156
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.042705000000000007 -1.0000000180025095e-35 0.10855000000000002 0.13913500000000004 0.062655000000000016 0.40124500000000002 0.077845000000000011 -0.44310499999999992 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 -0.054984999999999992 -0.49013999999999996 0.08401500000000002 0.16175000000000003 0.13075500000000004 -0.062539999999999984 -0.039889999999999988 1.0000000180025095e-35 -0.077474999999999988 0.083640000000000006 0.083835000000000007 0.12408500000000001 0.084680000000000019 0.13995500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 24 -8 9 13 12 -4 -7 14 -1 29 -2 25 -19 -6 -5 -9 -16 -11 -3 26 -17 -23 -18 -15
right_child=1 4 11 20 19 10 7 21 -10 23 -12 -13 -14 15 22 17 28 18 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075671457192477058 0.00043405827439730736 0.00028010545063090217 0.00061498299888035162 0.00040371092645074028 0.00018056675694263987 0.0006878219405672541 0.00049873129169283718 0.00046870879244570636 0.00041040492992775113 0.00068437104118957749 0.0003967996899744654 0.00038723258038113925 0.00056916711641313335 0.00069758300747663812 0.00045270462716611679 0.00059674819151135476 0.00059435817473692915 0.00050344229823323931 0.00064565492950281755 -1.1068505750678612e-06 0.00022842091916424218 0.00033329843712176835 0.00063365959562361246 0.00085358894038788915 0.00014386890008307699 0.00084691583609380644 0.00073354052815035535 0.000222037775533683 0.00072169940526067627 0.0005866442912933873
leaf_weight=20 23 45 28 60 80 85 68 20 20 23 27 71 215 1161 39 33 87 39 487 21 24 109 25 56 49 21 74 49 32 30
leaf_count=20 23 45 28 60 80 85 68 20 20 23 27 71 215 1161 39 33 87 39 487 21 24 109 25 56 49 21 74 49 32 30
internal_value=0 0.000358419 0.000656057 0.0005066 0.00028248 0.00066465 0.000323975 0.000367875 0.000677368 0.000680027 0.000585778 0.000451647 0.000602786 0.000674937 0.000578944 0.000679307 0.000597091 0.000651113 0.000635111 0.000142793 0.000353628 0.000317885 0.00052339 0.000804323 0.000209089 0.000716874 0.000691352 0.000298794 0.000628601 0.000694789
internal_weight=0 667 2454 226 441 2355 340 246 2028 2008 327 99 300 1929 84 1845 142 654 526 101 84 178 64 79 94 128 107 158 119 1191
internal_count=3121 667 2454 226 441 2355 340 246 2028 2008 327 99 300 1929 84 1845 142 654 526 101 84 178 64 79 94 128 107 158 119 1191
is_linear=0
shrinkage=0.00196078


Tree=7659
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 12 4 47 4 3 16 15 47 2 14 52 52 2 3 0 0 4 3 159 2 52 0 4 1
split_gain=17.479 2.12488 1.87666 1.13674 1.02254 0.82324 0.77128 0.632671 0.58154 0.496918 0.379919 0.371879 0.346479 0.289974 0.277558 0.230701 0.227864 0.217899 0.270576 0.277283 0.195084 0.193141 0.192951 0.278576 0.182447 0.202292 0.168166 0.165232 0.184853 0.146104
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.11654500000000001 0.090285000000000018 -0.16363499999999997 0.085505000000000012 0.015030000000000002 -0.11171999999999999 -0.061854999999999993 0.13592500000000005 0.077555000000000013 0.31358000000000003 0.076175000000000007 -0.52606999999999993 1.0000000180025095e-35 0.10402500000000002 -0.0037349999999999996 -0.10011499999999998 -0.050684999999999994 -0.046564999999999988 0.092670000000000016 0.078675000000000009 0.11144000000000001 0.12418000000000001 -0.11242999999999999 0.181285 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 16 24 15 -5 14 12 -1 -10 20 22 26 27 -2 18 19 -9 -8 -18 -12 -24 25 -3 -7 28 -4 -6
right_child=1 5 6 7 29 8 9 17 11 -11 13 -13 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055082671366755596 0.00087245025304185243 0.00065910109825541871 0.00059810741293225801 0.00082552168214343751 0.00048259532210581446 0.00024068441415933285 0.00098166621007800639 0.00047641378486048581 0.0003299009293918386 0.00069687250346074875 0.00086361182509764691 0.00061463600753770635 0.00055943152108112301 0.00097392189736459766 4.1150916261245422e-05 0.00099688889196766599 0.00072248551514552761 0.00069531351296137458 0.00038148910415912766 0.00071843647677190486 0.00080881047146195658 0.0005053520995695717 0.00077109999415994276 0.00052647777308449282 0.0003665274483900444 0.00045945250571650617 0.00040524985042207613 0.00085995293865950286 0.00085856796320321941 0.00029647797669491008
leaf_weight=26 28 32 20 31 50 162 26 52 45 194 58 29 21 32 24 46 63 23 54 28 727 21 96 22 34 50 28 1053 22 24
leaf_count=26 28 32 20 31 50 162 26 52 45 194 58 29 21 32 24 46 63 23 54 28 727 21 96 22 34 50 28 1053 22 24
internal_value=0 0.000427668 0.000802436 0.000683076 0.00060109 0.000347825 0.00082632 0.00056954 0.000291651 0.000785609 0.000774293 0.000441486 0.000807851 0.000802226 0.000239839 0.000860857 0.000719264 0.000518996 0.000488732 0.000561122 0.000814779 0.000668202 0.000771009 0.000725492 0.000487291 0.000537364 0.000264936 0.000855143 0.000734539 0.000422233
internal_weight=0 590 2531 422 186 404 2109 188 288 968 234 74 774 208 214 1141 112 157 134 80 753 84 176 118 116 82 190 1095 42 74
internal_count=3121 590 2531 422 186 404 2109 188 288 968 234 74 774 208 214 1141 112 157 134 80 753 84 176 118 116 82 190 1095 42 74
is_linear=0
shrinkage=0.00196078


Tree=7660
num_leaves=31
num_cat=0
split_feature=1 3 12 44 1 4 0 2 4 4 0 49 4 34 2 150 4 3 4 0 13 15 31 157 15 2 40 16 484 12
split_gain=0.691937 0.103215 0.0943737 0.075153 0.0697938 0.0541488 0.0560382 0.0540089 0.0465965 0.0454359 0.0441726 0.0550905 0.0385343 0.0384738 0.044491 0.0498289 0.0417902 0.0375522 0.0721557 0.0395617 0.037134 0.0354351 0.0336545 0.0326138 0.0321526 0.0324534 0.0317593 0.0307608 0.0385581 0.0379033
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 0.081805000000000017 0.08864000000000001 -0.15464999999999998 -0.014954999999999998 0.31358000000000003 0.053180000000000012 0.41257000000000005 -0.14454499999999995 -0.066019999999999981 0.40473500000000007 -0.021334999999999996 0.11548000000000001 0.085395000000000013 -0.15764999999999998 -0.14186499999999996 -0.10429499999999998 0.12500000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077289999999999984 -0.052249999999999991 -0.11713499999999999 0.11389000000000002 -0.0061149999999999998 -0.072359999999999994 -0.063394999999999993 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 24 -6 10 13 17 -2 11 -7 -13 22 15 26 -16 21 19 -19 -12 -4 -3 -23 -1 -26 -15 28 -20 -29
right_child=1 7 8 -5 5 6 -8 -9 -10 -11 20 12 -14 14 16 -17 -18 18 27 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.011504900171643212 0.0072314196341782613 0.0031803747173398734 0.0061263449667465124 0.011950285870653506 0.0084595828988524371 0.0068511382961572199 -0.00034141514805101212 -0.0011978495458606631 0.0070085444522507813 0.0038024928873167949 0.0054397453989885334 0.00013322937229531817 0.0051379571482539181 0.01005908831468095 0.0071195209196404279 0.0015516880476339296 0.0025745051690028915 0.0015784498939121314 0.01256773513076561 0.0068819009352666452 0.010379098623019199 0.013582651035643982 -0.0015691134482622147 0.0097599973660147631 0.0078530504710755452 0.0035728069301694631 0.0056092875456121172 0.010380369355866257 0.0087890101332477894 0.0078689054978716751
leaf_weight=21 120 37 21 26 43 38 21 26 242 57 45 40 25 23 23 22 168 22 28 39 23 28 25 110 155 20 53 65 759 796
leaf_count=21 120 37 21 26 43 38 21 26 242 57 45 40 25 23 23 22 168 22 28 39 23 28 25 110 155 20 53 65 759 796
internal_value=0 0.00413514 0.00803198 0.00672913 0.00641416 0.00525201 0.00453364 0.00319988 0.00831416 0.00612719 0.00513233 0.00382642 0.00205812 0.00352564 0.00401057 0.00574274 0.00312181 0.00848331 0.00834655 0.00496918 0.00711041 0.00995325 0.00126526 0.0105356 0.00780756 0.00736388 0.00695594 0.00847156 0.00892345 0.0080585
internal_weight=0 554 2567 457 431 235 192 377 2110 177 171 103 65 351 289 98 191 1868 1709 61 68 159 62 138 196 175 76 1648 787 861
internal_count=3121 554 2567 457 431 235 192 377 2110 177 171 103 65 351 289 98 191 1868 1709 61 68 159 62 138 196 175 76 1648 787 861
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=31
num_cat=0
split_feature=1 12 1 3 1375 484 43 4 3 4 16 12 10 4 14 2 0 481 0 13 16 0 16 51 42 42 4 15 1208 43
split_gain=0.566211 0.14616 0.0762972 0.0582304 0.0523714 0.0529073 0.0512446 0.0499305 0.0477269 0.0547627 0.0487536 0.047612 0.0417362 0.0415788 0.0421796 0.0487302 0.0414825 0.0398185 0.0349009 0.0348985 0.0335424 0.0367138 0.0322395 0.0349461 0.0311091 0.030857 0.0306519 0.100635 0.0303435 0.0302706
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.31370500000000007 -0.096099999999999977 -0.011244999999999998 -0.078139999999999973 0.40124500000000002 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 -0.42850999999999995 -1.0000000180025095e-35 0.50822500000000004 -1.0000000180025095e-35 0.116525 -0.036484999999999997 -0.050449999999999995 -0.23091999999999999 -0.094514999999999988 0.013515000000000001 -0.13843999999999998 -0.034884999999999992 -0.047599999999999996 0.11387000000000001 0.095565000000000011 -0.064054999999999987 -0.03241999999999999 0.099975000000000008 -0.11720999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 12 -4 -6 29 8 17 10 -10 -5 -2 14 -14 16 -16 -3 -1 -19 21 -11 -21 -24 -23 -17 -20 -28 -26 -7
right_child=3 7 4 11 5 6 -8 -9 9 20 -12 -13 13 -15 15 25 -18 19 26 22 -22 24 23 -25 28 -27 27 -29 -30 -31
leaf_value=0.010897341123579637 0.0011914468430664525 0.0051937942271647252 6.2374374829232698e-05 0.0036490597460857206 0.0094318805531097144 0.0065479337171252296 0.005735817291379835 0.0038703740424879426 0.00075562643241542196 0.0037027056571906029 0.00683215518872584 -0.0010949532701878136 0.008676060573715302 0.0019277197562092752 0.007661303516258211 0.0039429944077990237 0.002545670371340669 0.012383091154818733 0.0083322039643664754 0.0051687247841618955 0.0065828028210780654 0.0078637940349394527 0.0079150512228360441 0.011642876734129257 0.0052949590712353502 -0.00074080606202848933 0.0074745278131510872 0.0002670873010244507 0.0086435670094368502 0.0023642294434281139
leaf_weight=23 56 23 22 34 26 21 195 38 23 23 31 56 27 57 51 39 23 36 72 20 347 1422 57 45 94 22 76 26 38 98
leaf_count=23 56 23 22 34 26 21 195 38 23 23 31 56 27 57 51 39 23 36 72 20 347 1422 57 45 94 22 76 26 38 98
internal_value=0 0.00709641 0.00565269 0.0029051 0.00479085 0.00509681 0.00473785 0.00746375 0.00752699 0.00738477 0.004244 0.000697229 0.00362768 0.00425064 0.00506796 0.00434634 0.00607131 0.00908127 0.00723638 0.00964717 0.00747292 0.00766878 0.00883985 0.00955968 0.00772748 0.00225375 0.00675245 0.00563734 0.00625895 0.00310253
internal_weight=0 2756 559 365 362 340 314 2197 2159 1978 54 90 275 219 162 135 74 181 197 158 1924 1577 122 102 1554 61 174 102 132 119
internal_count=3121 2756 559 365 362 340 314 2197 2159 1978 54 90 275 219 162 135 74 181 197 158 1924 1577 122 102 1554 61 174 102 132 119
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 148 124 51 43 2 47 15 43 457 11 16 4 1 4 402 132 43 12 4 13 16 0 12 1455 484
split_gain=0.465389 0.11116 0.0669824 0.0546234 0.0485177 0.0438399 0.0461372 0.0445784 0.0695347 0.0401461 0.0383535 0.0358634 0.050072 0.0446654 0.0332221 0.0317008 0.0310443 0.0568584 0.0390388 0.0401979 0.0519487 0.0451995 0.0348645 0.0445053 0.029646 0.0448158 0.0277458 0.0271549 0.0265419 0.0391654
threshold=0.10293500000000001 -0.43320999999999993 0.31370500000000007 0.40124500000000002 0.091265000000000013 -0.095079999999999984 0.0049200000000000008 0.10876000000000001 -0.24021999999999996 0.13754500000000003 0.11370000000000001 -0.077844999999999984 -0.05647499999999999 0.094310000000000019 0.080455000000000013 -0.45661999999999997 -0.012164999999999999 0.084785000000000013 -0.036839999999999991 0.08865000000000002 0.09678500000000001 -0.27207999999999993 0.090285000000000018 0.04735000000000001 -0.47860499999999995 -0.096824999999999981 -0.11013499999999998 0.088365000000000013 -0.23681499999999997 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 14 -3 7 8 -7 11 -9 12 -10 -13 28 27 18 22 19 20 21 -17 23 -18 -4 -26 -23 -6 -1 -30
right_child=1 2 24 -5 15 6 -8 10 9 -11 -12 13 -14 -15 -16 16 17 -19 -20 -21 -22 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.010556300440803171 0.0071484860175234435 -0.00073753551003478827 0.0024580019395718158 0.0016641493331090631 0.006408712329963844 0.0095591188129037635 0.00046616137260571124 0.008794519325925244 0.0016030156056806785 0.0010332632410739149 0.0039078939128024829 0.005893968712189235 0.0047015571794472638 0.00089483176236085241 0.01014586418415561 0.0014957883655803191 0.0099829869241350247 0.0014928658315176634 0.0085116441713998445 0.0091823872101182754 0.00085089964614737607 0.0098927312297746543 0.0048992724544848383 0.0052885620186672267 -0.0044907221454195678 0.0018602010691538455 0.0060391817381892443 0.010449327663357917 0.0070921205753972944 0.0055767066165756706
leaf_weight=20 85 21 58 22 39 20 36 36 109 56 29 120 100 21 33 21 36 38 74 36 21 20 199 46 20 25 284 29 1270 197
leaf_count=20 85 21 58 22 39 20 36 36 109 56 29 120 100 21 33 21 36 38 74 36 21 20 199 46 20 25 284 29 1270 197
internal_value=0 0.00374742 0.00330334 0.00662397 0.00667014 0.00374311 0.00392165 0.00417501 0.00380281 0.00351925 0.00661433 0.00391701 0.00308557 0.00514942 0.00700759 0.00606169 0.00588005 0.00512334 0.00640941 0.00600217 0.00567128 0.00598275 0.00561429 0.00734953 0.000963638 -0.000962431 0.0062927 0.00813192 0.00693795 0.00688862
internal_weight=0 736 651 2385 2363 548 527 491 426 406 65 350 209 141 1520 843 775 319 456 382 346 325 281 82 103 45 304 68 1487 1467
internal_count=3121 736 651 2385 2363 548 527 491 426 406 65 350 209 141 1520 843 775 319 456 382 346 325 281 82 103 45 304 68 1487 1467
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=31
num_cat=0
split_feature=1 2 9 14 0 52 10 0 44 2 13 34 0 4 2 2 124 12 4 150 133 0 97 123 50 0 157 15 474 3
split_gain=0.378497 0.0950947 0.0612944 0.0484935 0.0468979 0.0457884 0.0455854 0.0532303 0.044731 0.0414737 0.0462991 0.0406348 0.0393684 0.0644454 0.0390349 0.0503283 0.0363133 0.0369691 0.0431291 0.033773 0.033726 0.0354033 0.0318033 0.0306475 0.0391323 0.0289836 0.0272556 0.0269739 0.0366852 0.026746
threshold=0.11829500000000003 0.10045500000000002 -1.0000000180025095e-35 0.054835000000000009 -0.13843999999999998 0.090245000000000006 -0.079859999999999987 -0.05208999999999999 1.0000000180025095e-35 0.15361500000000003 -0.14179999999999995 -0.038779999999999995 -0.11173999999999999 0.0033150000000000007 0.116525 -0.15339499999999998 -0.083859999999999976 0.087695000000000009 -0.52556499999999995 0.091105000000000005 -1.0000000180025095e-35 -0.036484999999999997 -0.079444999999999988 0.11679000000000002 0.11219500000000002 -0.15599999999999997 -0.081889999999999991 -0.026084999999999994 0.023345000000000001 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -3 7 -2 12 10 -6 22 13 25 15 -13 -14 18 -18 -15 -16 23 -8 24 -22 -4 27 28 -19 -20
right_child=6 4 3 -5 9 -7 11 -9 -10 -11 -12 14 16 19 20 -17 17 26 29 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022570977441784814 0.002051055626019233 0.0026366827235045232 0.0036043349949812353 0.0084862998681316196 0.0015866642602486538 0.0076307003031529132 0.0024291442106308143 -0.0044505660526920109 0.01076506571378559 0.00095156091265380383 0.0056431519245014041 0.001208160093261136 0.0026833019483213628 0.0074523877327967629 -0.0010451041162014008 0.0063007107696266499 0.011171019014658496 0.0026323943873867396 0.0032919554098043593 0.0026762415748089554 0.0019194705892903272 0.0068384198175044739 -0.0029702080553397538 -0.001280996804125607 0.0064454062925651673 -0.0010815207367572425 0.0059275669209208062 0.0010738720852279348 0.0082314262484115639 0.006683376293739442
leaf_weight=41 34 146 33 86 30 21 24 20 20 22 453 27 30 57 25 69 21 25 24 20 81 20 20 20 25 22 912 23 22 748
leaf_count=41 34 146 33 86 30 21 24 20 20 22 453 27 30 57 25 69 21 25 24 20 81 20 20 20 25 22 912 23 22 748
internal_value=0 0.00575182 0.00608538 0.00616221 0.00471738 0.00326467 0.00232499 -0.000356952 0.00606007 0.00519779 0.0053912 0.00279067 0.00601149 0.0043444 0.00325469 0.00486843 0.00613341 0.00619172 0.00669958 0.00621183 0.00234873 0.00292987 -2.51068e-05 0.00230946 0.00298691 0.00172999 0.00578161 0.00388 0.00525322 0.00657794
internal_weight=0 2756 2084 2043 672 167 365 54 1957 505 483 311 1937 132 267 96 1805 1775 793 77 171 146 44 126 106 55 982 70 47 772
internal_count=3121 2756 2084 2043 672 167 365 54 1957 505 483 311 1937 132 267 96 1805 1775 793 77 171 146 44 126 106 55 982 70 47 772
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 14 1 4 1 49 4 1 0 1 12 52 132 1 40 159 47 0 150 14 1
split_gain=10.3112 1.5945 0.898642 0.663746 0.57066 0.564488 0.403026 0.366607 0.400111 0.339067 0.258634 0.250029 0.170179 0.170162 0.163966 0.1575 0.186015 0.131899 0.128463 0.114773 0.114403 0.109809 0.170363 0.103945 0.0895257 0.0846768 0.0824849 0.0817461 0.0914175 0.0827449
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14753000000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089605000000000018 0.062655000000000016 0.09253500000000002 -0.15464999999999998 0.091195000000000012 -0.054984999999999992 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.12408500000000001 0.090285000000000018 0.40674500000000008 0.088890000000000011 0.15799000000000005 -0.077714999999999992 0.030370000000000005 0.10350500000000001 -0.026509999999999995 0.082565000000000013 -0.41076499999999994 0.12165500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 7 9 23 -9 10 13 -4 -10 20 -2 17 19 24 -14 -17 -1 22 -7 -3 -11 -16 -6 28 -5 -30
right_child=1 5 11 27 26 21 -8 8 12 15 -12 -13 18 -15 25 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00064845316845528326 0.00039555260570972318 0.00026550240700138125 0.00055963692900906246 0.00039541881577960102 0.0004908471818143459 0.00015159520388918275 0.00037574791904330972 0.00049086542840725926 0.00047023663406862932 0.00061191907893775298 0.00076782705454820016 0.00035212328477705044 0.00031367025174019986 0.0005853784386792391 0.00062407401644626174 0.00061556403490311325 0.00043109330379763919 0.00045939550168958362 0.0001975620352996016 0.00054660204996444814 0.000521471422343027 0.000250111578726301 -5.9730267773071924e-05 0.00013483002071506254 0.00069345164017726427 0.00051901531645848252 0.00032771503999492162 0.00043664082519563971 0.00032237341997683471 0.00014811301138252018
leaf_weight=1058 23 44 34 22 22 55 26 53 20 423 59 65 124 220 65 165 37 20 52 212 28 23 20 50 59 54 26 20 22 20
leaf_count=1058 23 44 34 22 22 55 26 53 20 423 59 65 124 220 65 165 37 20 52 212 28 23 20 50 59 54 26 20 22 20
internal_value=0 0.00033146 0.000606396 0.00046538 0.000614089 0.00026283 0.000618492 0.000300328 0.000339715 0.000621259 0.000640842 0.000423391 0.000298842 0.000635106 0.000547108 0.000592076 0.000563764 0.000615425 0.000279366 0.000576784 0.000645179 0.000131589 9.52417e-05 0.000195996 0.000621899 0.0005764 0.000402484 0.00032722 0.000293026 0.000239392
internal_weight=0 667 2454 226 2355 441 2307 343 249 2281 1365 99 196 1306 142 916 414 502 176 377 1086 98 75 94 482 119 48 84 64 42
internal_count=3121 667 2454 226 2355 441 2307 343 249 2281 1365 99 196 1306 142 916 414 502 176 377 1086 98 75 94 482 119 48 84 64 42
is_linear=0
shrinkage=0.00196078


Tree=7665
num_leaves=31
num_cat=0
split_feature=1 4 3 123 1 2 4 2 11 2 1 2 2 1 1429 11 1 15 51 52 4 2 41 16 457 0 49 156 1 48
split_gain=10.235 1.66168 1.05542 0.843655 0.634102 0.576109 0.445762 0.391258 0.304742 0.318888 0.256362 0.184412 0.219793 0.183364 0.231891 0.175102 0.165217 0.132539 0.173534 0.130884 0.122466 0.116588 0.0914103 0.0906014 0.0905286 0.08823 0.0838815 0.0741594 0.0735601 0.0680074
threshold=0.10538500000000002 0.27287000000000006 -0.065819999999999976 1.0000000180025095e-35 0.13075500000000004 0.13247500000000004 0.40124500000000002 0.14285500000000004 1.0000000180025095e-35 0.092235000000000025 0.092845000000000025 -0.0050599999999999994 0.10613000000000002 0.080270000000000022 0.083420000000000008 0.096970000000000015 0.15964000000000003 0.040760000000000005 0.10174000000000001 -0.53964499999999982 -0.062539999999999984 0.087675000000000017 0.078475000000000017 -0.087874999999999981 0.080930000000000016 -0.033209999999999996 -0.017229999999999999 0.090500000000000011 0.091195000000000012 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 5 22 6 8 11 9 13 -5 -4 -13 27 21 17 -6 18 -10 -2 -14 28 -3 -22 -11 -7 -21 -1 -15 -12
right_child=1 4 7 10 16 25 -8 -9 15 24 29 12 20 14 -16 -17 -18 -19 -20 26 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066712019018691374 0.00067479778165461244 0.00030955910334502253 0.00026603716372197413 0.00057494274079483785 0.00018389352860512364 0.00052189985229298959 0.00037982819874407119 0.00019522420592273308 0.00075668172894208404 0.0006010629462215142 0.00027459374245475323 0.00052827724641812566 0.00049812523147943987 0.00065687460917227545 0.00043363499933598084 0.00056265996305899504 1.924173116804862e-05 0.00082936615313259005 0.00054339871248778183 0.0004269166016841636 0.0004481097873227269 0.00050193768051454959 0.00043708434718946166 0.00029436691311326301 0.00050111862938904419 0.00035618830520927513 0.00057045747008588582 0.00058289736119750276 0.00060738287956123521 0.00041351352264386374
leaf_weight=935 39 128 33 37 122 21 26 45 55 598 20 54 23 255 25 22 29 51 20 20 20 27 26 56 37 30 72 42 211 42
leaf_count=935 39 128 33 37 122 21 26 45 55 598 20 54 23 255 25 22 29 51 20 20 20 27 26 56 37 30 72 42 211 42
internal_value=0 0.000349182 0.000439015 0.000623099 0.00024256 0.000630553 0.000635116 0.000359285 0.00063803 0.000632052 0.000445781 0.000398978 0.000427651 0.000647688 0.000617865 0.000724065 0.000152272 0.000752247 0.000699806 0.000579606 0.000372764 0.000627207 0.000331089 0.000334826 0.000595239 0.000424422 0.000539253 0.0006635 0.000634465 0.000368701
internal_weight=0 667 362 2454 305 2355 2304 231 2278 2130 99 186 153 1495 518 148 151 126 75 131 99 493 154 76 635 51 92 977 466 62
internal_count=3121 667 362 2454 305 2355 2304 231 2278 2130 99 186 153 1495 518 148 151 126 75 131 99 493 154 76 635 51 92 977 466 62
is_linear=0
shrinkage=0.00196078


Tree=7666
num_leaves=31
num_cat=0
split_feature=1 52 1 44 4 1348 2 9 0 2 10 484 0 3 10 149 41 11 1212 400 2 3 3 15 12 159 158 12 157 13
split_gain=0.410976 0.0998205 0.0610745 0.0503927 0.0477918 0.0444646 0.0481165 0.0590124 0.0457575 0.0407777 0.039501 0.0330236 0.0340168 0.0327438 0.0316756 0.030358 0.0331297 0.0284365 0.0255085 0.0397758 0.0381983 0.0367784 0.0442108 0.0269467 0.0338991 0.025376 0.0348138 0.0314984 0.0307488 0.0308612
threshold=0.10293500000000001 -0.43320999999999993 0.14860500000000001 0.087770000000000015 0.40124500000000002 0.092395000000000019 0.11411 -1.0000000180025095e-35 -0.13843999999999998 0.091265000000000013 -0.0087699999999999983 -0.069939999999999988 -0.074479999999999977 0.0022600000000000003 -0.062879999999999978 0.07770500000000001 0.083975000000000008 0.080455000000000013 0.13592000000000001 -0.070649999999999991 0.15109000000000003 -0.14186499999999996 -0.10831999999999999 0.040760000000000005 0.089410000000000003 0.082585000000000006 0.112085 -0.029094999999999999 -0.077664999999999998 -0.068269999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 9 6 7 10 13 17 -3 -10 -13 -9 -4 16 -8 -1 19 -11 21 23 -23 24 -21 28 27 -27 29 -24
right_child=1 2 14 -5 -6 -7 15 8 11 18 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.006545839685403898 0.0067774936426704862 0.0040614460568664775 -0.0030459367926232517 0.0077677252827785346 0.0016184117634442043 -0.0012502326630055905 0.0016390227283224663 0.00071316106644059936 0.009632599358225153 0.0018062126966050037 -0.00098677484366494514 0.0074573627120687394 0.004237513834074059 0.0049525210802369808 0.0016908196984635046 0.0061043234623502944 0.0059106212109327318 0.0095137257749835658 0.0091846565727748738 0.0047435820793672919 0.0014658858533948662 0.0018487100682125009 0.0053270990028977394 0.011164231989532709 0.0099471945759086397 0.0050981535170095691 0.003906932599299277 0.0094609122001171365 0.0057921409572756107 0.00014437021367484705
leaf_weight=1487 85 31 20 26 22 21 197 35 21 26 31 51 92 38 48 20 20 33 21 31 20 29 27 20 21 23 24 59 522 20
leaf_count=1487 85 31 20 26 22 21 197 35 21 26 31 51 92 38 48 20 20 33 21 31 20 29 27 20 21 23 24 59 522 20
internal_value=0 0.00355456 0.00313374 0.00346454 0.00625772 0.00326367 0.00344052 0.00428406 0.00500261 0.00630091 0.00153734 0.00592964 0.00538585 0.00291995 0.000297656 0.00237631 0.00203272 0.00661027 0.0057431 0.00565517 0.00578089 0.00589211 0.00567194 0.00804482 0.00684504 0.0058362 0.00725677 0.00823721 0.00557156 0.00312168
internal_weight=0 736 651 583 2385 557 536 299 237 2363 62 164 143 73 68 237 217 1520 843 822 796 776 704 72 52 675 106 82 569 47
internal_count=3121 736 651 583 2385 557 536 299 237 2363 62 164 143 73 68 237 217 1520 843 822 796 776 704 72 52 675 106 82 569 47
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=31
num_cat=0
split_feature=1 12 3 1456 1375 43 3 43 4 4 132 15 4 10 130 124 10 3 403 16 43 15 156 157 160 49 42 128 2 3
split_gain=0.337124 0.0748105 0.0480602 0.0478131 0.0414369 0.0433339 0.0494047 0.0434845 0.0405578 0.0381729 0.0373173 0.0437307 0.0473398 0.0338603 0.0368863 0.042094 0.03795 0.0325999 0.0619577 0.043448 0.0533172 0.034179 0.0325556 0.0322894 0.0334054 0.0305008 0.0344089 0.0298267 0.0359196 0.0372326
threshold=0.11690500000000002 0.051320000000000005 0.30112000000000005 -0.077604999999999993 -0.27302499999999996 -0.078139999999999973 0.12178000000000001 -0.11720999999999999 0.40124500000000002 1.0000000180025095e-35 0.10365500000000001 -0.41396999999999995 0.27834500000000006 -1.0000000180025095e-35 -0.0060099999999999989 0.0049200000000000008 1.0000000180025095e-35 -0.081164999999999987 -0.53255499999999989 0.064860000000000015 -0.08756499999999999 -0.17952999999999997 0.082605000000000026 -0.50331999999999988 -0.55323499999999981 0.14233500000000002 0.090395000000000017 0.11170500000000001 0.084055000000000005 -0.089519999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 -5 7 -7 -6 17 22 11 -4 -13 -2 -15 16 25 21 -19 20 -20 -3 -9 -23 -25 26 -16 28 29 -26
right_child=2 8 10 4 5 6 -8 9 -10 -11 -12 12 -14 14 15 -17 -18 18 19 -21 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0082231220907546705 0.00077932978849531271 0.0096573799132154553 0.0029630431587892503 -6.6700719550929292e-05 0.0055414996008930385 0.0055641537933591957 0.002258679969020671 0.004122346094289131 0.0023364301236246578 -0.0012273540371097625 0.0035306369453402503 7.6139022055412493e-05 -0.0061641174741089346 -0.00029932718076135803 0.0072334975428156442 -0.00011362918531117232 0.00088070107740350072 0.00063917872529210785 0.010750773992566836 0.0038958275270318844 0.0056240058587449949 0.0098863837819191669 -0.00031957457143686374 0.0021564355565477974 0.0082248922619756366 0.002069296943152259 0.0039781367143621625 0.0022637443217848031 0.0057410160699094253 0.0060845918720299937
leaf_weight=31 57 26 22 22 49 278 54 66 35 28 28 31 20 23 67 23 26 28 21 149 596 21 22 23 136 29 63 21 924 202
leaf_count=31 57 26 22 22 49 278 54 66 35 28 28 31 20 23 67 23 26 28 21 149 596 21 22 23 136 29 63 21 924 202
internal_value=0 0.0054504 0.00230391 0.00440812 0.00418025 0.00436824 0.00502652 0.00304371 0.00571312 0.00198861 0.000426958 -0.000763494 -0.00237102 0.00296215 0.00350077 0.00392097 0.00442257 0.00576817 0.00525951 0.0054284 0.0057985 0.00606668 0.00301187 0.00599632 0.00593377 0.00500174 0.0056559 0.00600149 0.00606369 0.00694578
internal_weight=0 2732 389 550 519 497 332 165 2182 116 101 73 51 288 231 208 185 2147 794 766 617 1353 88 1327 1306 159 130 1283 1262 338
internal_count=3121 2732 389 550 519 497 332 165 2182 116 101 73 51 288 231 208 185 2147 794 766 617 1353 88 1327 1306 159 130 1283 1262 338
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 10 4 4 4 3 3 11 2 47 4 4 3 0 1 49 3 13 2 13 0 4 39 43 2
split_gain=14.5526 1.81444 1.5991 1.18932 0.922371 0.555884 0.538763 0.528904 0.522397 0.449984 0.39477 0.322734 0.315743 0.273786 0.23274 0.231078 0.223223 0.226636 0.20716 0.19469 0.16661 0.160402 0.270704 0.147998 0.172341 0.14034 0.13426 0.133331 0.12858 0.282146
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.092550000000000007 -1.0000000180025095e-35 0.40945500000000007 -0.16363499999999997 0.23246000000000003 -0.11171999999999999 0.30112000000000005 1.0000000180025095e-35 0.13501500000000002 0.077555000000000013 0.053925000000000008 -0.046564999999999988 0.092670000000000016 -0.068189999999999987 0.086105000000000015 0.14321000000000003 -0.10217499999999997 -0.0082249999999999979 0.10444500000000002 -1.0000000180025095e-35 -0.10011499999999998 -0.036839999999999991 0.087690000000000004 -0.04890499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 12 -3 11 -6 26 -1 20 21 15 16 25 -12 -18 23 -14 27 22 -4 24 -10 -7 -5 -8 -2 -30
right_child=1 6 5 9 8 13 7 -9 18 -11 14 -13 19 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0004711212050616092 0.00032921160801558324 0.00012444029412677553 0.0004846636334609807 0.00083431564246262138 0.00074082932786651988 0.00086616524613544223 0.00062173193047266944 0.00023301057594927747 0.00045643838441764006 0.00047500586677886035 0.00079497762371995631 0.00021754563503870457 0.00094188005571007065 0.00053787794540390737 0.00087151096096088317 0.0006287315802506019 0.0006866984443612131 0.00046707687309300677 0.00031234089422409319 0.00074584809880630647 0.00033285373219234102 0.00076790381689809052 0.00076944231986999514 0.00042339188349368025 0.0006600375141698337 0.00072152580308052253 0.00066661609446301172 0.00042965734389677543 0.00063208843018600644 0.00038201653213511451
leaf_weight=27 77 71 21 29 31 27 33 119 31 41 58 22 64 36 34 106 101 22 29 28 20 1218 33 56 33 576 50 24 22 82
leaf_count=27 77 71 21 29 31 27 33 119 31 41 58 22 64 36 34 106 101 22 29 28 20 1218 33 56 33 576 50 24 22 82
internal_value=0 0.000383758 0.000725718 0.000490305 0.000615538 0.000747764 0.000272787 0.000321102 0.000509246 0.000641677 0.000694597 0.00042699 0.000771291 0.000704691 0.000722662 0.000713161 0.000694701 0.000647417 0.000461065 0.000882218 0.000486831 0.000763268 0.000658695 0.000497006 0.000561419 0.000728002 0.000728177 0.000540858 0.000389948 0.000434916
internal_weight=0 590 2531 301 422 2109 289 218 180 120 242 99 1364 745 215 709 181 123 149 92 77 1272 54 120 64 603 79 57 181 104
internal_count=3121 590 2531 301 422 2109 289 218 180 120 242 99 1364 745 215 709 181 123 149 92 77 1272 54 120 64 603 79 57 181 104
is_linear=0
shrinkage=0.00196078


Tree=7669
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 2 47 2 1 14 1 1 52 457 1 0 4 52 12 447 47 2 12 159 2 4 160 4 0
split_gain=15.1706 2.37338 1.49205 1.28762 0.826001 0.825373 0.516717 0.411209 0.349425 0.346144 0.344806 0.295939 0.233324 0.16986 0.222441 0.383583 0.121282 0.122191 0.115926 0.143476 0.114399 0.11082 0.107257 0.104255 0.100727 0.0976122 0.134439 0.102844 0.0952473 0.0909105
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.089885000000000007 0.13082500000000002 0.11474000000000002 0.09253500000000002 0.062655000000000016 0.15799000000000005 0.091195000000000012 -0.56176499999999996 0.080930000000000016 0.084525000000000003 0.18019500000000002 0.052250000000000012 1.0000000180025095e-35 0.086850000000000024 0.083310000000000009 0.090100000000000013 -0.0091949999999999983 0.10061500000000002 0.082585000000000006 0.14838000000000004 0.42051500000000003 -0.075414999999999982 0.055260000000000011 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 10 11 23 -5 12 25 20 -8 16 -16 17 24 19 -19 -1 29 -14 -7 -15 26 -4 -28 -25 -3
right_child=1 2 7 9 -6 8 13 -9 -10 -11 -12 -13 22 14 15 -17 -18 18 -20 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0007544596903920355 0.00070631515476910324 0.00044765336079006433 0.00033530495746687502 0.00064344354760172465 0.0004632247943625925 0.00070184788197663801 0.00080631219574266849 0.00042475067778916415 0.00036299323991817586 0.0003965467503171609 0.00089329045678183418 3.6042550870893048e-05 0.00054872603852207922 0.000696768063617048 0.00069104030417310226 0.00034274392067363445 0.0005372944634919073 0.00046668268786660282 0.00070529041308870053 0.00064313448877253434 0.00061165510631978187 0.00046668545505119372 0.00069599520644377812 0.0006568275713453106 0.00077661045846291385 0.00016046914353355792 0.00033429547056058347 0.00017905131392059178 0.00046546532754220216 0.00032717511336549752
leaf_weight=1097 76 28 54 34 48 41 43 37 24 61 59 35 21 508 31 20 20 22 83 91 22 33 201 20 69 55 21 75 20 172
leaf_count=1097 76 28 54 34 48 41 43 37 24 61 59 35 21 508 31 20 20 22 83 91 22 33 201 20 69 55 21 75 20 172
internal_value=0 0.000379423 0.000339026 0.00070868 0.000717784 0.000426457 0.000723127 0.000232341 0.000570795 0.00048491 0.000746587 0.000202678 0.000740132 0.000686099 0.000679975 0.000554453 0.000688047 0.000691948 0.00064965 0.000608781 0.000751652 0.000361412 0.000682064 0.000632366 0.000706316 0.000231128 0.000257037 0.000213011 0.000561146 0.000344042
internal_weight=0 691 615 2430 2335 338 2287 277 105 95 1400 240 1341 887 844 51 793 773 196 113 1119 233 222 81 577 205 150 96 40 200
internal_count=3121 691 615 2430 2335 338 2287 277 105 95 1400 240 1341 887 844 51 793 773 196 113 1119 233 222 81 577 205 150 96 40 200
is_linear=0
shrinkage=0.00196078


Tree=7670
num_leaves=31
num_cat=0
split_feature=1 155 1456 2 0 132 15 48 160 51 14 4 156 51 402 160 47 1 0 12 132 9 33 34 40 0 471 1456 1447 42
split_gain=0.404184 0.105154 0.0659572 0.0612153 0.049833 0.0476837 0.0637882 0.0553891 0.0410461 0.0381032 0.0352415 0.0363764 0.0391459 0.0390697 0.0345767 0.0355596 0.0362855 0.0483974 0.0411184 0.0334802 0.0686931 0.0345994 0.0513088 0.0358589 0.0431191 0.0332846 0.0346422 0.0481618 0.0491866 0.0400565
threshold=0.10124500000000002 0.084785000000000013 -0.049894999999999995 0.14753000000000002 0.22582000000000002 0.08764000000000001 -0.41942499999999994 0.085790000000000019 -0.4136149999999999 -0.42247999999999991 0.062655000000000016 0.033845000000000007 0.013700000000000002 0.0038750000000000004 0.090595000000000023 -0.52439499999999983 0.081320000000000017 0.085110000000000005 -0.14226499999999997 0.11734000000000001 -1.0000000180025095e-35 0.099965000000000012 0.08573500000000002 -0.038779999999999995 -0.081369999999999984 -0.085669999999999982 0.084780000000000008 -0.14739999999999998 -0.083249999999999977 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 10 6 -5 -8 -4 -10 11 13 -13 25 15 -15 17 -17 -19 20 -11 22 23 24 -22 -1 27 -27 29 -29
right_child=1 -3 3 5 -6 -7 7 -9 9 19 -12 12 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0071526054505793319 0.0077939111514595052 0.0067811524647214787 0.007803296120837331 0.0036811400294447178 0.001213746874127537 0.0043487453015716585 -0.0062277375974438415 0.00017556689829299494 0.0072607992873103787 -0.0029637359851039948 0.0081782844210608625 0.0055060023834762961 0.0015929273828598008 0.00087048656132537872 0.008746173003545174 0.0056980537962146756 0.0090375751459404168 0.0043354616940228475 -0.0013197092025075108 0.0057843475459958427 0.0029072468987696113 -0.00066439045670752721 0.0080571715431731385 0.0033541438501265806 -0.0029615076680091167 0.0015530741024438455 0.0090771368661080494 0.012782119158655406 0.0060401010713568978 0.0064530961960554125
leaf_weight=536 29 89 20 26 20 28 22 35 22 20 89 294 28 20 26 173 23 36 20 40 31 24 21 345 21 23 40 20 980 20
leaf_count=536 29 89 20 26 20 28 22 35 22 20 89 294 28 20 26 173 23 36 20 40 31 24 21 345 21 23 40 20 980 20
internal_value=0 0.00354777 0.00312705 0.00292043 0.00618409 0.000780262 -0.000423563 -0.00229588 0.00335711 0.00318741 0.00622679 0.00614922 0.00516573 0.00631441 0.00526215 0.00492912 0.00525123 0.00487094 0.00231576 0.0030089 0.0027686 0.00302798 0.00323998 0.00298517 0.000537173 0.0065081 0.00618911 0.00607835 0.0061804 0.00961761
internal_weight=0 773 684 655 2348 111 83 57 544 524 2328 2239 322 1917 298 272 252 229 56 502 462 442 418 397 52 1619 1083 1043 1020 40
internal_count=3121 773 684 655 2348 111 83 57 544 524 2328 2239 322 1917 298 272 252 229 56 502 462 442 418 397 52 1619 1083 1043 1020 40
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 48 15 15 3 42 12 3 3 3 46 483 51 3 0 16 2 131 12 52 160 52 457 1375 484 15
split_gain=0.327389 0.0886972 0.0608073 0.0408923 0.0403647 0.0346754 0.0412321 0.033578 0.0687226 0.13848 0.117966 0.0437082 0.0321088 0.0289697 0.0286475 0.0287754 0.0286211 0.0302466 0.0282592 0.0539203 0.050032 0.0259266 0.0249868 0.0303116 0.0293998 0.0468768 0.0334561 0.0267993 0.0281314 0.0240079
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 0.10184000000000001 -0.13578499999999996 0.040760000000000005 -0.12018999999999998 0.084145000000000011 0.084290000000000018 -0.15447499999999995 -0.073309999999999986 -0.080289999999999986 0.089105000000000018 0.089025000000000007 0.10614000000000001 -0.15121499999999996 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.09172000000000001 0.083715000000000026 -0.016949999999999996 -0.0048599999999999989 -0.014264999999999998 -0.086004999999999984 -1.0000000180025095e-35 0.087235000000000021 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 5 6 -1 8 9 10 -8 -9 -7 22 15 -3 17 -5 19 -4 21 -20 -10 27 25 -25 -27 -24 29 -29
right_child=1 2 18 16 -6 12 7 11 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.007717539348838425 0.006390490835660902 0.0021617789476245509 9.5380413889264073e-05 0.0011244725243284785 0.001092372414423153 0.0049617601683270484 -0.0014096228795824573 0.009313822066484902 0.0088250800453383346 -0.0048428477719426157 0.0080786328548320425 0.0058623065819666869 0.0012069771415553988 0.0048729776891584054 0.0063970200647599992 0.005052636408855996 0.0075092970393598087 0.0047118283537847389 0.0022590933095165788 0.0071258124039741237 -0.0038623518087779699 -0.0016633701169418849 0.0020585802622749556 0.01024896826028176 0.0090484127095675961 0.0022161985626789156 0.0061481868981174415 0.005540778105403826 0.0079928768386266068 0.0027705107883709236
leaf_weight=96 78 294 24 29 20 79 20 38 29 20 38 1064 32 476 20 39 28 124 72 20 23 22 27 23 42 27 109 132 35 41
leaf_count=96 78 294 24 29 20 79 20 38 29 20 38 1064 32 476 20 39 28 124 72 20 23 22 27 23 42 27 109 132 35 41
internal_value=0 0.00319299 0.00283414 0.00334774 0.00556568 0.00560411 0.00569047 0.00559872 0.00518494 0.00233255 0.00480682 0.00598132 0.0038793 0.00542138 0.00272112 0.00250035 0.00456982 0.00403187 0.00113063 0.00329103 0.000318175 0.00134107 0.00598276 0.0057937 0.00669527 0.00607369 0.00536757 0.00502258 0.00540733 0.00488424
internal_weight=0 773 695 534 2348 2328 2217 2121 1019 78 58 1102 111 941 353 333 181 153 161 44 117 94 465 436 201 159 136 235 208 173
internal_count=3121 773 695 534 2348 2328 2217 2121 1019 78 58 1102 111 941 353 333 181 153 161 44 117 94 465 436 201 159 136 235 208 173
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=31
num_cat=0
split_feature=1 2 9 11 41 2 40 13 457 151 3 401 49 40 4 132 15 1 15 4 1446 158 159 1212 16 42 42 15 48 481
split_gain=0.270132 0.0686608 0.0462439 0.0424575 0.0539647 0.0414807 0.0368924 0.0444025 0.03829 0.0454251 0.0325816 0.031903 0.033233 0.0308591 0.0305071 0.0303866 0.0323075 0.0413387 0.0287726 0.0277467 0.0561146 0.0312712 0.0303305 0.0287862 0.0398377 0.0325441 0.0810763 0.030309 0.0264638 0.0264072
threshold=0.11829500000000003 0.10045500000000002 -1.0000000180025095e-35 0.079915000000000014 0.083975000000000008 -0.090999999999999984 0.051255000000000002 -0.08971999999999998 0.060310000000000009 -0.088419999999999985 0.30112000000000005 1.0000000180025095e-35 -0.088694999999999982 -0.082294999999999993 0.033845000000000007 0.10613500000000002 -0.41396999999999995 0.13927000000000003 0.10549000000000001 -0.082249999999999976 0.088360000000000008 0.085030000000000008 0.10725000000000003 0.089995000000000019 -0.08231999999999999 0.085730000000000015 0.088795000000000013 0.084050000000000014 0.10227500000000002 -0.051484999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -3 11 -10 -2 12 -9 -7 -11 16 -12 -18 -13 20 23 22 29 25 -25 27 -27 -15 -14 -21
right_child=10 6 3 4 -6 13 -8 8 9 14 15 18 28 19 -16 -17 17 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0017769960544594542 0.0025001731419573283 0.0021860186103384921 0.0017632996122277267 0.0091217079165984288 0.0030558900337200614 0.0089559906627982855 -0.00029070246964693072 0.0088626656592601834 0.0060135814570821825 -0.002346443986012177 0.0023354933112083626 -0.00052113148073355364 0.0050671431661273043 0.0071879326322843804 0.0030498924595303836 0.0033107057258558387 0.00026933875653475269 -0.0056403193622827537 0.0047136071005037857 0.0062867732513765349 0.000914993714136274 0.0063211725332075726 0.0014046270335610544 0.0066453272613751545 0.001962191740480753 0.012970466360275169 0.0057153473299559818 0.0052068583095917186 0.0025499419782290911 0.0046505697995266422
leaf_weight=41 266 105 37 55 20 21 20 21 20 22 24 21 375 119 20 26 29 20 21 108 23 135 27 34 39 24 43 220 47 1138
leaf_count=41 266 105 37 55 20 21 20 21 20 22 24 21 375 119 20 26 29 20 21 108 23 135 27 34 39 24 43 220 47 1138
internal_value=0 0.00481879 0.00510222 0.00516895 0.00750416 0.00507996 0.00393981 0.00406958 0.00443114 0.00209109 0.00192378 0.00473028 0.00498 0.00514351 0.00022324 0.000375097 -0.000670462 -0.00214277 0.00209624 0.00510159 0.00573991 0.00487401 0.00472054 0.00597159 0.00414338 0.00630031 0.0083142 0.00590228 0.00478679 0.00479239
internal_weight=0 2756 2084 2043 75 1968 672 652 547 62 365 485 443 1931 42 99 73 49 42 1910 502 1408 1273 479 73 406 67 339 422 1246
internal_count=3121 2756 2084 2043 75 1968 672 652 547 62 365 485 443 1931 42 99 73 49 42 1910 502 1408 1273 479 73 406 67 339 422 1246
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 4 1 457 12 2 51 10 48 48 43 4 12 2 2 16 123 1375 160 483 51 155 131 1 159
split_gain=0.22305 0.0782554 0.0666204 0.0535553 0.042938 0.0575793 0.04111 0.0463896 0.0546072 0.0443895 0.0413746 0.0402989 0.0377234 0.0367155 0.0566353 0.0348421 0.0329098 0.0596805 0.0496691 0.0424894 0.0317972 0.0315422 0.0306334 0.0316856 0.0306541 0.0330021 0.0366151 0.0303366 0.0351936 0.0290747
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.072334999999999997 0.092390000000000014 0.062030000000000009 0.11650500000000001 0.12358500000000001 -0.20636999999999997 -0.079859999999999987 0.092475000000000016 0.078735000000000013 -0.081779999999999978 -0.0086549999999999978 0.087695000000000009 0.085730000000000015 0.086885000000000004 -0.080509999999999984 0.083965000000000012 -0.15308499999999997 -0.52641999999999989 -0.066709999999999978 -0.14660499999999996 0.083440000000000014 0.083410000000000026 0.081315000000000012 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 21 6 9 15 10 11 29 -6 -2 14 -13 22 17 19 -18 -17 -19 -1 -8 -24 -25 26 -26 28 -20 -9
right_child=3 -3 -4 -5 5 -7 7 8 -10 -11 -12 13 -14 -15 -16 16 18 20 27 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0014021169387325202 -0.0016183924694091847 0.0011474758056380476 -0.00093661598739740648 0.0058570079278849468 0.0092550420540977608 0.0083870077900907135 0.0084576707154225845 0.004404727731262546 0.00038614563605127237 0.00026439421228133139 -0.00039045908943871442 0.0049154444899493568 0.0016976742951195327 0.0013579839956946672 0.009934506144212641 -0.0033438009657071562 0.006635419005760923 0.0076049392856657504 0.0040516625499748314 0.0026819036900997163 0.0034007755157605397 0.0037653160068051271 0.0088058408163487912 0.0070446876548230647 0.004077346711419523 0.0040519197218087267 0.010128388636512683 0.0075691765671680594 0.00034300903685756829 0.001324310837579625
leaf_weight=21 39 75 23 28 22 38 26 246 60 20 23 999 285 28 23 22 88 20 297 25 179 27 20 50 20 312 20 22 28 35
leaf_count=21 39 75 23 28 22 38 26 246 60 20 23 999 285 28 23 22 88 20 297 25 179 27 20 50 20 312 20 22 28 35
internal_value=0 0.00433361 0.00442231 0.00166113 0.00446846 0.00452269 0.00446589 0.00412483 0.00314314 0.00493218 0.00368728 0.00501927 0.00129852 0.00493052 0.0050284 0.00444134 0.00399076 0.00306635 0.00451353 -0.000138639 0.0038233 0.00150456 0.00512626 0.00492101 0.00472773 0.00439862 0.00710287 0.00397542 0.00373215 0.00402105
internal_weight=0 2769 2694 352 2671 2623 2585 1493 364 1092 304 1072 324 1050 1022 1129 681 246 435 47 199 48 448 422 402 352 40 347 325 281
internal_count=3121 2769 2694 352 2671 2623 2585 1493 364 1092 304 1072 324 1050 1022 1129 681 246 435 47 199 48 448 422 402 352 40 347 325 281
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=31
num_cat=0
split_feature=1 2 2 106 14 11 4 48 3 151 3 48 0 48 484 43 3 14 0 3 484 149 156 0 131 131 1 2 1212 1
split_gain=0.181671 0.0539289 0.0312735 0.0308187 0.0371775 0.0380554 0.0410266 0.0524739 0.0403295 0.0344945 0.0341287 0.0393051 0.0334457 0.0308543 0.0334998 0.0376147 0.0288681 0.0278787 0.050209 0.0739701 0.0266857 0.0294439 0.0320441 0.0522983 0.0373997 0.0304481 0.0265355 0.0262934 0.0259522 0.0231178
threshold=0.12000500000000001 0.10803500000000001 0.15609500000000001 0.085655000000000009 -0.24175999999999997 0.096970000000000015 -0.082249999999999976 -0.098424999999999985 0.092670000000000016 -0.0083949999999999979 -0.16726499999999997 0.093265000000000015 -0.019414999999999998 0.078735000000000013 0.064170000000000019 -0.011244999999999998 0.13524500000000003 0.078400000000000011 -0.14001499999999997 -0.076969999999999997 -0.011854999999999999 0.081720000000000015 0.10339000000000002 0.024095000000000002 0.096070000000000016 0.10548500000000001 0.09697500000000002 0.10912000000000001 -0.082209999999999991 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 -1 6 10 -8 12 -10 -6 13 17 14 28 -16 27 18 19 -9 -2 22 23 24 -22 -26 -21 -3 -12 -29
right_child=20 2 -4 -5 5 -7 7 8 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 26 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0080438803726186354 0.0046375687020675594 0.0005724623536450729 -0.00078190645118328666 0.0009026822005398571 0.0073291461656917814 -5.1559457047419123e-05 0.0089580356189981111 -0.0037206564424559479 0.0036400155540412434 -0.0015111241209804296 0.0021102454371430212 0.0002493790537118912 0.00019063110230490567 0.008521627507261223 -0.00095158796757459645 0.0047729553470465674 0.00071521508482122876 0.0073342316939185069 0.0040489914454134909 0.0044306117828990165 0.00051691050339873219 0.0048874593398068105 0.0040150090345802405 -0.0030931835131281439 0.0066464581887703397 0.0011284808558411896 0.00050518368281280768 0.0040234193721293606 0.0050586789520588194 0.0020367847544745217
leaf_weight=24 24 31 22 30 50 22 20 20 26 26 32 20 24 21 22 24 46 24 1426 51 186 20 30 34 20 20 26 281 445 74
leaf_count=24 24 31 22 30 50 22 20 20 26 26 32 20 24 21 22 24 46 24 1426 51 186 20 30 34 20 20 26 281 445 74
internal_value=0 0.00389309 0.00289592 0.00408714 0.00412863 0.0040874 0.00412774 0.0038671 0.00380437 0.00106445 0.00482517 0.00460319 0.00389506 0.00476325 0.00461234 0.00203513 0.00308322 0.00395253 0.00389924 0.00169776 0.00142508 0.00117637 0.000920435 0.000563369 0.00111347 0.00388747 0.00310514 0.00336541 0.00486088 0.0036093
internal_weight=0 2787 454 2333 2303 2279 2257 1643 1623 52 614 564 1571 544 523 46 432 1547 1523 97 334 310 290 260 226 40 77 386 477 355
internal_count=3121 2787 454 2333 2303 2279 2257 1643 1623 52 614 564 1571 544 523 46 432 1547 1523 97 334 310 290 260 226 40 77 386 477 355
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=31
num_cat=0
split_feature=4 3 9 44 123 149 48 10 4 3 16 0 51 12 159 2 51 43 3 157 43 399 15 0 0 3 48 48 133 13
split_gain=0.150705 0.0511376 0.0461989 0.0440078 0.043535 0.0374443 0.0335218 0.0302385 0.0293163 0.0569028 0.0318232 0.0495698 0.0402594 0.0309734 0.0319972 0.0311008 0.0299958 0.0291009 0.0385935 0.0290965 0.0332291 0.0270695 0.0264275 0.0337016 0.0293997 0.0288329 0.025876 0.0421334 0.0270798 0.035138
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.083965000000000012 0.07770500000000001 0.14871000000000004 -0.079859999999999987 -0.068329999999999988 -0.15121499999999996 -0.43320999999999993 -0.10474999999999998 -0.071649999999999978 0.092550000000000007 0.10991500000000003 -0.090999999999999984 -0.20636999999999997 0.08845500000000002 -0.045649999999999989 -0.14116499999999996 -0.072269999999999987 0.10153500000000001 -0.10203999999999998 -0.080499999999999988 -0.077809999999999976 -0.070099999999999982 0.092475000000000016 0.078735000000000013 -0.071719999999999992 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 7 8 -2 16 -10 -11 12 -12 14 15 -13 -4 18 -14 -15 -21 26 -22 25 -25 -24 27 28 -18 -30
right_child=5 -3 3 -5 -6 -7 -8 -9 9 10 11 13 17 19 -16 -17 21 -19 -20 20 22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0027590815581127327 -0.0015976489324552512 0.00093824379611760387 0.0076564321606631645 0.0070204537911769498 0.0032336410911132894 0.0048255459189281936 -0.00048561648698523645 0.0013712690092200462 -0.0014069661237299444 0.0051072112456370406 -0.0012944273431120174 0.00065860707219690087 -0.0015342362695194495 -0.00051109617343172433 0.0010913355827388176 0.0042567814141573545 0.004747865953484305 0.0059237625649464984 0.0027732678513320234 0.0041265087302549391 0.0051560759030539419 0.0074017339894040073 -0.0026379646398709158 0.0061296503425442746 0.0021262219581343555 0.0021183678461238744 0.00085800563309541247 0.0080802731235356372 0.0013493107200977675 0.0037573759784336781
leaf_weight=22 39 75 22 38 27 28 20 285 25 102 35 25 26 24 37 614 252 21 104 174 29 22 26 21 145 25 28 24 66 740
leaf_count=22 39 75 22 38 27 28 20 285 25 102 35 25 26 24 37 614 252 21 104 174 29 22 26 21 145 25 28 24 66 740
internal_value=0 0.00351384 0.00358554 0.0036419 0.000543031 0.0013171 0.00359266 0.0010139 0.00362419 0.0033221 0.00340606 0.0032732 0.00176142 0.00352427 0.00395046 0.00411601 0.00399931 0.00246973 0.00191177 0.00287538 0.00306889 0.00392824 0.00232083 0.00194192 0.00263268 -0.000306429 0.00385939 0.00393706 0.00384308 0.00356019
internal_weight=0 2769 2694 2645 49 352 2607 324 2587 1433 1408 1306 186 1120 676 639 1154 151 130 444 420 1132 246 217 166 51 1110 1082 1058 806
internal_count=3121 2769 2694 2645 49 352 2607 324 2587 1433 1408 1306 186 1120 676 639 1154 151 130 444 420 1132 246 217 166 51 1110 1082 1058 806
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 1 2 457 4 50 2 2 12 4 1 12 40 51 3 4 2 1 14 42
split_gain=14.2635 2.32992 1.14498 0.935306 0.758317 0.585775 0.484945 0.422013 0.357781 0.356765 0.346654 0.264244 0.316287 0.190924 0.178192 0.17134 0.156962 0.153136 0.145517 0.176362 0.134109 0.133268 0.1301 0.118117 0.117427 0.10952 0.0998003 0.0984741 0.0949956 0.152492
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.077845000000000011 0.10613000000000002 0.14960000000000004 0.089625000000000024 0.090425000000000019 0.080930000000000016 -0.15289999999999995 0.041865000000000006 0.11704500000000001 -0.0091949999999999983 0.090545000000000014 -0.51253999999999988 0.13075500000000004 0.095565000000000011 -0.077474999999999988 0.11144500000000002 0.086245000000000016 -0.031404999999999995 0.31358000000000003 0.12958500000000003 -0.46413499999999996 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 11 22 -4 27 13 18 17 21 -11 26 -2 -13 19 -1 -5 -7 -3 -20 -21 -26 -6 -9 -16 -30
right_child=1 4 8 20 15 10 -8 9 -10 14 -12 12 -14 -15 28 -17 -18 -19 23 24 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00092803830860041774 0.00067075651483738399 0.00031570424937709546 0.00068814541977577179 0.00043396112655161642 0.00016421205401588235 0.00071657584533326606 0.00088762269308261953 0.00060036356508250599 0.0004253483166995967 0.00052961488637854074 0.00043709049818526003 0.00054011298923134705 0.00045511469575246986 0.00049976425160185175 0.00046020113771744799 0.00030396564099460072 0.00048356637906502275 0.00070668731172171485 0.00071520030078496414 0.00075086124054174507 0.00026053408241839897 0.00064713542085649686 0.00017130787392296328 0.00058276625637079826 0.00075196507486865191 0.00055806939216221081 1.4955042161388335e-05 0.00042696991095355914 0.00034161293622905092 0.00015710756109625686
leaf_weight=21 124 47 28 60 61 199 76 34 69 20 26 23 23 24 20 26 20 274 344 1040 24 228 49 28 21 24 24 20 124 20
leaf_count=21 124 47 28 60 61 199 76 34 69 20 26 23 23 24 20 26 20 274 344 1040 24 228 49 28 21 24 24 20 124 20
internal_value=0 0.000387663 0.000709975 0.00054884 0.000305082 0.000718589 0.000734204 0.000351744 0.000501207 0.000396009 0.000657241 0.000727719 0.000676633 0.000669933 0.000354883 0.000164675 0.000644758 0.000693788 0.000738779 0.000750063 0.000384411 0.000679498 0.000242002 0.000705232 0.000746618 0.000648554 0.000122069 0.000536144 0.000333574 0.000315987
internal_weight=0 673 2448 228 445 2351 1874 334 97 238 477 1798 320 451 184 111 144 297 1478 1106 84 427 96 372 1085 45 85 54 164 144
internal_count=3121 673 2448 228 445 2351 1874 334 97 238 477 1798 320 451 184 111 144 297 1478 1106 84 427 96 372 1085 45 85 54 164 144
is_linear=0
shrinkage=0.00196078


Tree=7677
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 42 3 2 4 0 150 1 150 0 13 49 0 156 48 16 3 4 39 2 1 1
split_gain=18.662 2.4783 2.01763 1.31238 1.08401 1.08008 0.662661 0.580444 0.673297 0.538956 0.520452 0.477349 0.344721 0.342167 0.334432 0.284688 0.283309 0.264864 0.250958 0.221898 0.211912 0.229488 0.204516 0.169017 0.166469 0.158525 0.157382 0.158938 0.157013 0.156259
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.076394999999999977 0.11658 0.13501500000000002 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.16175000000000003 0.081835000000000019 -0.14832499999999996 -1.0000000180025095e-35 -0.012034999999999999 -0.07929499999999999 -0.0071349999999999998 0.093265000000000015 -0.052894999999999991 0.12745000000000004 -0.0073899999999999999 0.084780000000000008 -0.0091949999999999983 0.12958500000000003 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 19 7 12 29 28 -4 11 16 13 -1 17 -7 25 -14 -10 -2 -15 -22 -23 -19 -20 -5 -11 -28 -9 -3
right_child=1 5 9 10 -6 15 -8 8 18 26 -12 -13 14 20 -16 -17 -18 23 24 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00071994933793951557 0.00056034213845051974 0.00041290082195712845 0.00085016525342684836 0.00083518213621876268 0.00044170059214351543 0.00022837882955320965 0.0010388237474709635 0.00080196567928939792 0.00034995975094351516 0.00036534365035252635 0.00051634301032338825 0.00057289874891310207 0.0010149736865227965 0.00088257383314106438 0.00056604247321100803 -2.9177459202059846e-05 0.00059539100288280415 0.00081388797595503771 0.00042374509566721797 0.00078822243879314981 0.0010226343649630859 0.00083118030122905336 0.00062797960569607281 0.00066231842191325808 0.00061892804478396889 0.0007543554771123923 0.00042347225476226775 0.00062349792830750388 0.00056191906990373842 0.00022814586945791161
leaf_weight=62 20 24 21 213 74 77 77 22 104 24 35 45 21 1139 25 21 28 132 42 92 23 398 20 36 28 166 24 42 20 66
leaf_count=62 20 24 21 213 74 77 77 22 104 24 35 45 21 1139 25 21 28 132 42 92 23 398 20 36 28 166 24 42 20 66
internal_value=0 0.000438565 0.000825809 0.000837665 0.000625856 0.000352338 0.000860585 0.000409712 0.000464837 0.000567315 0.000746694 0.000764531 0.00085319 0.000862837 0.000779169 0.000173188 0.000785719 0.00080736 0.000411052 0.00074753 0.000868444 0.00083195 0.000821458 0.000781409 0.000501818 0.00079978 0.000501317 0.000550761 0.000687658 0.000277414
internal_weight=0 590 2531 2420 186 404 1933 306 216 111 487 452 1856 1642 214 98 407 189 174 112 1580 441 418 168 70 379 90 66 42 90
internal_count=3121 590 2531 2420 186 404 1933 306 216 111 487 452 1856 1642 214 98 407 189 174 112 1580 441 418 168 70 379 90 66 42 90
is_linear=0
shrinkage=0.00196078


Tree=7678
num_leaves=31
num_cat=0
split_feature=1 2 123 4 48 14 97 48 4 3 16 14 12 15 44 11 457 1424 1 1429 16 12 456 50 51 3 50 4 1208 1
split_gain=0.222235 0.0630168 0.0448564 0.0444539 0.0389451 0.0363117 0.0334315 0.0305429 0.0285789 0.0278622 0.0333149 0.0466006 0.0364106 0.030552 0.0242241 0.0486939 0.0242221 0.0227801 0.0217104 0.046997 0.0424825 0.0489215 0.0259165 0.0276935 0.0349441 0.0465785 0.0301232 0.0319249 0.0516799 0.0298708
threshold=0.12000500000000001 0.10252500000000002 0.085290000000000019 -0.50427999999999995 0.13438000000000003 0.076175000000000007 -0.083924999999999986 0.081805000000000017 0.40124500000000002 -0.13309499999999996 -0.11118499999999999 -0.46596499999999991 -0.081419999999999979 -0.46743999999999997 1.0000000180025095e-35 0.08776500000000001 0.045365000000000009 1.0000000180025095e-35 0.080270000000000022 0.084690000000000015 0.19444000000000003 0.092550000000000007 0.077935000000000018 0.083090000000000011 0.078435000000000019 -0.0037349999999999996 0.088895000000000016 -0.081224999999999978 0.086590000000000014 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 16 6 -1 -4 -2 -10 12 -12 13 -11 15 17 -5 18 20 22 -8 -22 23 24 -20 -26 -25 -28 29 -29
right_child=8 2 7 4 -6 -7 14 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=0.0013258837214380039 0.0026424291047748598 0.0075604084513856687 -0.0012420294895491681 0.0039361406869268629 -0.0007887452510476578 0.0066300960722972301 0.0049410473980790008 0.0034229283267632124 0.00421079472594318 0.0011097703542327509 0.0012493672408163548 -0.0055770960659720006 -0.00067301808413232497 0.0056228595213421309 0.0079622121549965379 -0.00024200887419283392 0.0016810213593449795 0.0079565617008483976 0.0039706868809686003 0.00023413347584816318 0.0045599475984503942 -0.00073042073254955234 0.0067818564488194323 0.0077308099914455064 -0.0022073384961518254 0.0037320945077695916 0.0064217701471681078 0.0022511951452077821 -0.00087479057810491048 0.0054176088540152335
leaf_weight=32 152 29 32 470 20 86 1233 25 21 40 20 20 57 24 21 21 53 20 293 30 44 29 39 33 23 31 62 43 21 97
leaf_count=32 152 29 32 470 20 86 1233 25 21 40 20 20 57 24 21 21 53 20 293 30 44 29 39 33 23 31 62 43 21 97
internal_value=0 0.00435992 0.00347915 0.00374573 0.003542 0.00461663 0.00453306 0.000804005 0.00163024 0.000784887 0.00033803 -0.00216386 0.0011651 0.00280218 0.00458337 0.00454823 0.00370761 0.00459858 0.00456462 0.00410277 0.00480227 0.00245829 0.00428354 0.00412196 0.00353988 0.00120234 0.00491096 0.00449367 0.00375117 0.00444507
internal_weight=0 2787 629 572 543 2158 2072 57 334 182 161 40 121 64 2040 2019 523 1998 1978 672 1306 73 642 603 347 54 256 223 161 140
internal_count=3121 2787 629 572 543 2158 2072 57 334 182 161 40 121 64 2040 2019 523 1998 1978 672 1306 73 642 603 347 54 256 223 161 140
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 2 4 14 4 42 2 16 0 1 4 131 13 16 40 52 457 1 0 2 43 0 15 47 13 133
split_gain=18.1871 2.8467 1.65983 1.6248 0.841631 0.760635 0.79355 0.714311 0.672761 0.561422 0.483038 0.336896 0.308894 0.441937 0.236123 0.223728 0.236817 0.219381 0.194624 0.194049 0.212822 0.305132 0.200495 0.18502 0.163993 0.155317 0.251527 0.136626 0.119264 0.123225
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 -0.080389999999999989 0.095545000000000005 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.27834500000000006 -0.0060199999999999993 0.14960000000000004 -0.52595999999999987 -0.10607499999999999 0.085605000000000014 0.0082450000000000006 0.086835000000000009 -0.076599999999999988 0.10246000000000001 -0.065969999999999987 -0.56176499999999996 0.080930000000000016 0.075045000000000014 -0.030209999999999997 0.17025000000000004 -0.080324999999999994 -0.15090499999999998 -0.03241999999999999 0.10350500000000001 0.030370000000000005 -0.00094999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 9 7 6 18 12 27 -1 11 -6 13 25 28 16 23 -2 -3 -13 21 22 -21 -7 -11 -5 -27 -4 -14 -30
right_child=1 5 8 4 10 15 -8 -9 -10 24 -12 19 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00079826659890783929 0.00046908645813253458 0.00039322716247874732 0.00087672159738285186 0.0010029045925810448 0.00056158339067333553 0.00017624092815588546 0.00029938888426089485 0.0010712310330244232 0.00050934676893029664 0.0005567630784347402 0.00053212305679804957 0.00094982590930011617 0.00088958186518086257 0.0006362502574519623 0.00077427680658943507 0.00038523837917651873 0.0002768293202678168 0.00068418380913927272 0.00061611711346654791 0.00080873942952926984 0.00061130750538254317 0.00093084053463081385 0.00067873361884289018 -6.8904487165056318e-05 0.00034184992685457505 0.00092682907199547967 0.00064703590487913474 0.0007412899595995744 0.00072534688379321155 0.00086114277598461323
leaf_weight=35 206 20 71 24 21 29 99 71 34 43 26 38 1323 51 80 23 42 20 61 371 21 72 52 20 20 30 21 48 33 116
leaf_count=35 206 20 71 24 21 29 99 71 34 43 26 38 1323 51 80 23 42 20 61 371 21 72 52 20 20 30 21 48 33 116
internal_value=0 0.00048257 0.000594888 0.000846524 0.000856839 0.00033778 0.000417151 0.000878591 0.000752594 0.000599155 0.000793538 0.000805358 0.00087044 0.000777072 0.000878021 0.000212458 0.000168788 0.000488122 0.000561083 0.000814599 0.00080464 0.000812842 0.000792758 7.61816e-05 0.000488537 0.000872831 0.00081162 0.000822094 0.000883659 0.000831067
internal_weight=0 673 379 2448 2350 294 180 1749 153 98 601 575 1678 126 1552 114 91 226 81 554 516 495 423 49 63 75 51 119 1472 149
internal_count=3121 673 379 2448 2350 294 180 1749 153 98 601 575 1678 126 1552 114 91 226 81 554 516 495 423 49 63 75 51 119 1472 149
is_linear=0
shrinkage=0.00196078


Tree=7680
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 159 2 2 14 3 3 52 457 43 13 1 47 159 1 0 1447 52 52 1 3 52 16
split_gain=10.2905 1.62772 1.08554 0.85374 0.649961 0.567497 0.411302 0.333518 0.303171 0.289106 0.280787 0.216286 0.177956 0.236193 0.16751 0.162584 0.216818 0.161717 0.142044 0.114719 0.103893 0.124743 0.163759 0.0997603 0.131374 0.102507 0.0965909 0.092521 0.090475 0.087943
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.092845000000000025 -1.0000000180025095e-35 0.089885000000000007 0.11474000000000002 0.062655000000000016 0.31370500000000007 0.076840000000000006 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 -0.47860499999999995 0.091195000000000012 0.10648500000000001 0.082585000000000006 0.085110000000000005 -0.070154999999999981 -0.080594999999999986 0.086450000000000013 0.098380000000000009 0.11588000000000001 -0.013929999999999998 0.092965000000000006 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 9 -5 -4 11 26 18 13 27 -11 20 -17 -14 -1 -3 23 22 -22 -16 -25 28 -6 -10 -26 -7
right_child=1 2 8 7 10 29 -8 -9 12 14 -12 -13 17 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00064387016424175415 0.00061155900466692084 0.00030069528380174764 0.00041019823458354759 0.00057671451327900804 0.00062478292806475769 0.00032704490831130228 0.00037443279603012973 0.00034147489522592619 0.00022634662684313238 0.00070993432112971848 0.00032896970723212033 0.00075621038685212618 0.00018136466960476098 0.00037095987005964903 0.00067598024506035543 0.00060129408275379854 0.00033439624653680918 4.840492700025731e-06 0.00058936111814941738 0.00044711304333089563 0.00066971482751924363 0.00078589071690980563 0.00048959470186964182 0.00055265101946328583 0.00061926397340045854 0.00059240873672721048 0.00048444986573585922 0.00011671727157189159 0.00078367840186584865 0.00049548790044750548
leaf_weight=1117 72 195 26 37 44 26 26 62 83 46 26 59 53 34 44 25 22 32 220 23 69 21 27 333 31 245 33 46 22 22
leaf_count=1117 72 195 26 37 44 26 26 62 83 46 26 59 53 34 44 25 22 32 220 23 69 21 27 333 31 245 33 46 22 22
internal_value=0 0.000333108 0.000299413 0.000607767 0.00037679 0.000615266 0.000619656 0.000429393 0.000208762 0.000622452 0.000505151 0.000640028 0.000187644 0.000225573 0.000594727 0.00058841 0.000476363 0.000114909 0.000634901 0.000316143 0.00059506 0.000649001 0.000619056 0.00058571 0.000579415 0.000609323 0.00056464 0.000187254 0.000687511 0.000404248
internal_weight=0 667 595 2454 321 2355 2307 99 274 2281 103 1396 248 163 885 839 47 85 1337 218 792 117 96 675 631 298 77 129 53 48
internal_count=3121 667 595 2454 321 2355 2307 99 274 2281 103 1396 248 163 885 839 47 85 1337 218 792 117 96 675 631 298 77 129 53 48
is_linear=0
shrinkage=0.00196078


Tree=7681
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 4 1 2 2 4 1 52 457 43 0 47 3 12 0 14 52 3 16 475 1 2
split_gain=24.1061 3.74429 2.15206 2.12819 1.45662 1.31489 0.901762 0.754134 0.713193 0.628599 0.587549 0.552891 0.500478 0.399747 0.273396 0.196301 0.19029 0.194317 0.177087 0.164508 0.142735 0.137265 0.135474 0.174395 0.135037 0.124506 0.261878 0.125401 0.122203 0.117847
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.092845000000000025 0.090425000000000019 0.14753000000000002 0.40945500000000007 0.091195000000000012 -0.56176499999999996 0.080930000000000016 -0.018859999999999998 0.18019500000000002 0.090100000000000013 -0.010424999999999999 0.096990000000000007 -0.15350499999999997 -0.46166999999999997 -0.16675999999999999 0.090900000000000009 0.083160000000000026 -0.088274999999999978 0.16175000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 11 12 -6 -5 14 13 -4 25 -13 18 -18 21 22 -15 -17 -3 -24 -9 27 -27 -1 -14 -16
right_child=1 2 8 10 9 -7 -8 24 -10 -11 -12 15 28 20 29 16 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00095212865456994024 0.0010107416489155464 0.00064114893244859438 0.00059729344452234931 0.0009227068290296027 0.0009412579894790133 0.00069943185229146595 0.00066421813925736633 0.0010717824733286513 0.0006754594114893722 0.00061025574355952296 0.00061047815733661684 0.0011085857388715102 0.00029473647434293194 0.00046905906565085636 0.00084540689247551639 0.0010089142636272089 0.00098170961527263415 0.00070838102011703977 0.00080194849886146237 0.00068533306521381817 0.00032184336242631486 0.00095186731481431959 0.00065670507561926752 0.00047730721159125949 0.001256026648108596 0.00079438053108021325 0.0011116873838153539 0.0010682204813504371 0.00012300560845672582 0.00099984846370681385
leaf_weight=37 72 36 44 37 71 48 26 20 34 32 62 46 66 40 21 465 20 20 20 32 69 249 25 125 65 20 20 1079 21 199
leaf_count=37 72 36 44 37 71 48 26 20 34 32 62 46 66 40 21 465 20 20 20 32 69 249 25 125 65 20 20 1079 21 199
internal_value=0 0.000588419 0.000537315 0.0010088 0.000646263 0.00102064 0.00102732 0.00103146 0.000409678 0.000838422 0.00072717 0.00102444 0.000372026 0.000439546 0.00104846 0.000984141 0.000976745 0.000845045 0.000983922 0.000555473 0.000375867 0.00098902 0.000533131 0.000507207 0.00121268 0.00106052 0.000953034 0.00106437 0.000253284 0.000985106
internal_weight=0 667 595 2454 321 2355 2307 2281 274 103 99 2196 240 153 1376 820 774 40 734 218 109 714 186 150 85 1156 40 1116 87 220
internal_count=3121 667 595 2454 321 2355 2307 2281 274 103 99 2196 240 153 1376 820 774 40 734 218 109 714 186 150 85 1156 40 1116 87 220
is_linear=0
shrinkage=0.00196078


Tree=7682
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 159 4 0 4 4 2 4 0 2 132 48 11 15 0 0 12 1 3 4 15 0 47 131
split_gain=8.7182 1.17641 1.00539 0.813168 0.535807 0.463196 0.344018 0.274299 0.256239 0.222793 0.216715 0.212741 0.204488 0.270764 0.172807 0.165686 0.162012 0.14534 0.140334 0.159795 0.137878 0.137685 0.140977 0.109439 0.10701 0.0953414 0.218341 0.117255 0.0818324 0.0769681
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.088105000000000003 0.090285000000000018 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.033845000000000007 0.40473500000000007 0.14753000000000002 0.40945500000000007 -0.23194499999999998 0.10444500000000002 0.08764000000000001 0.085130000000000025 1.0000000180025095e-35 0.040760000000000005 -0.11242999999999999 -0.092404999999999973 0.13597000000000004 0.15799000000000005 0.0068900000000000012 -0.064054999999999987 -0.03241999999999999 0.13134000000000004 0.090100000000000013 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 14 28 18 -5 -6 15 21 -7 13 24 -1 17 23 -10 20 -20 -4 -8 -23 -14 -9 27 -27 -16 -3 -2
right_child=1 3 6 7 8 11 10 12 9 -11 -12 -13 16 -15 25 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00072687237711088759 0.00066256754371632378 0.00028727530554404062 0.00048544878722237673 0.00040065899086051351 0.00058857049818924155 0.00054948070654559057 0.0006716538814448722 0.00024367207839733087 0.00054120618083021215 0.00020586903251352764 0.00050273335968851085 0.00034076832521821605 0.00012045177561575684 0.0001745287368720159 0.00064972002570535614 0.00033539044368986114 0.00026606271629518269 0.00040040076175490679 0.00060588235301885349 0.00077697271001268288 0.00061421677319409426 0.00057750904363300739 0.00042771066286984607 -4.8731397846096255e-05 0.00042371278269569469 0.00055803676434745483 0.00035276580297576834 0.00047794276841794958 0.00040441800616329874 0.00051124549890850101
leaf_weight=22 28 152 33 26 31 57 58 22 51 21 171 28 49 105 50 59 21 63 41 43 1024 714 25 21 30 76 27 22 27 24
leaf_count=22 28 152 33 26 31 57 58 22 51 21 171 28 49 105 50 59 21 63 41 43 1024 714 25 21 30 76 27 22 27 24
internal_value=0 0.000311101 0.000575779 0.000283881 0.000488415 0.000361542 0.00059326 0.000209054 0.000423039 0.000396588 0.000566072 0.000480728 0.000188967 0.000231832 0.000563083 0.000419739 0.000115012 0.000463393 0.000616327 0.000693464 0.000610197 0.000579661 0.000572441 6.96968e-05 0.000347542 0.000542493 0.000504228 0.000597233 0.000304945 0.000592727
internal_weight=0 590 2531 538 422 264 2109 274 225 194 968 85 248 157 197 173 91 114 1141 84 1057 797 739 70 52 175 103 72 179 52
internal_count=3121 590 2531 538 422 264 2109 274 225 194 968 85 248 157 197 173 91 114 1141 84 1057 797 739 70 52 175 103 72 179 52
is_linear=0
shrinkage=0.00196078


Tree=7683
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 2 123 12 2 33 14 43 14 4 474 0 15 150 0 0 39 48 4 52 13 13 3 49 12
split_gain=0.411009 0.104981 0.0686321 0.0816802 0.0571528 0.0889549 0.0468393 0.0365342 0.0356914 0.0334665 0.0323893 0.032026 0.0328653 0.0308667 0.0297985 0.044327 0.0409721 0.0419227 0.0354631 0.0635208 0.0324208 0.032641 0.0330415 0.0574959 0.0473582 0.0316386 0.0360946 0.0330474 0.0300267 0.0294009
threshold=0.10124500000000002 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.10222000000000002 -1.0000000180025095e-35 0.13404500000000005 0.091600000000000001 0.089795000000000014 0.25063000000000007 0.08573500000000002 -0.47013499999999991 0.0041500000000000009 0.062655000000000016 0.0061450000000000003 0.079590000000000008 -0.11173999999999999 -0.0072999999999999992 0.09487000000000001 -0.11991499999999998 -0.10011499999999998 0.085425000000000015 0.093265000000000015 -0.51843499999999987 0.092650000000000024 0.0049450000000000006 0.17001000000000002 -0.10115999999999999 0.093350000000000002 0.089210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 10 7 13 -7 -4 -3 -6 -13 14 16 18 17 -1 19 28 -18 22 23 -22 -24 27 29 -25 -16 -27
right_child=1 2 9 -5 11 8 -8 -9 -10 -11 -12 12 -14 -15 15 -17 20 -19 -20 -21 21 -23 24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0058932882649427726 0.0067815340162590415 0.0020398549767779387 0.0018682570350144736 0.0093687198255211126 0.006352675990836526 0.010178259860724211 0.0033916733702834775 0.0023643117575418383 0.0058430047741136228 -0.0026634400791954249 0.0063879817241935853 0.0026880998752060576 -0.0014151447925195542 0.0083800529961714915 0.011087099108327595 0.0020282046982057155 0.010173653386947182 0.00051900567930369154 0.0031173382433304433 0.0055985845663494224 0.010803369313685432 0.0031650391908792349 0.0061148143917127713 0.0038647362359744662 0.0010359617041261948 0.0012986586495701757 0.0075196526698502048 0.0070225701670258199 0.0065207113856255708 0.005335656813895185
leaf_weight=47 102 93 88 25 22 25 49 21 79 20 21 277 21 89 36 31 27 21 38 225 36 26 91 34 23 21 70 1311 24 128
leaf_count=47 102 93 88 25 22 25 49 21 79 20 21 277 21 89 36 31 27 21 38 225 36 26 91 34 23 21 70 1311 24 128
internal_value=0 0.00379253 0.00333816 0.00378112 0.00352147 0.00477022 0.00645101 0.00651622 0.00688513 0.00102905 0.00284083 0.00267076 0.00239895 0.00655449 0.00648027 0.00564025 0.00664232 0.00423358 0.00598691 0.00636952 0.00673502 0.00668166 0.00673501 0.0068522 0.00509013 0.00676125 0.00564663 0.00694274 0.00926054 0.00476668
internal_weight=0 773 671 563 538 218 2348 2299 104 108 114 320 298 2278 2189 354 1835 68 323 285 1767 1740 1714 1600 114 1564 219 1345 60 149
internal_count=3121 773 671 563 538 218 2348 2299 104 108 114 320 298 2278 2189 354 1835 68 323 285 1767 1740 1714 1600 114 1564 219 1345 60 149
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=31
num_cat=0
split_feature=1 12 44 2 3 4 2 16 132 4 8 12 15 4 47 2 34 34 2 4 16 48 10 47 2 12 3 0 41 1420
split_gain=0.337462 0.0863591 0.055593 0.0505672 0.0443197 0.0401041 0.0642599 0.0424084 0.0393911 0.0378376 0.035627 0.0350448 0.0347681 0.0350846 0.031878 0.0362236 0.03174 0.0312573 0.0514632 0.0373079 0.0275861 0.0347022 0.0261243 0.0235463 0.0315613 0.0282848 0.0379533 0.0313719 0.043216 0.0214176
threshold=0.11846000000000002 0.078300000000000008 0.081805000000000017 0.10855000000000002 0.31370500000000007 -0.059649999999999988 1.0000000180025095e-35 -0.0068949999999999992 0.08696000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.42850999999999995 0.13592500000000005 0.40124500000000002 0.077555000000000013 0.082850000000000021 -0.021334999999999996 -0.038779999999999995 0.116525 -0.04890499999999999 -0.36241499999999999 0.084170000000000009 0.069930000000000006 0.11114000000000002 0.12844500000000003 0.11734000000000001 -0.055119999999999995 -0.14832499999999996 0.079395000000000007 -0.083904999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 17 6 -1 14 -5 -9 12 -6 13 23 15 16 -7 -2 22 -20 -17 -22 -19 24 25 27 -27 28 -3 -29
right_child=4 10 -4 8 11 7 -8 9 -10 -11 -12 -13 -14 -15 -16 20 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0013772212042981252 0.00022772768049132233 0.010922616325357619 0.0089254522868604576 0.0033933346474156745 0.0029369953759562448 0.0030672471631656996 0.0072931506841340966 0.0041357362179551271 -0.0013369123637676239 0.0097558945660357888 0.0099729767911845742 -0.0011330501797666718 0.0030518372560353869 0.0023100495730802692 0.006581602707216196 0.006048325379976096 -0.0024370475613977763 0.0062642667251430577 0.0061388439946486392 0.0015809547966308592 -0.00013342643398101683 0.0041618979783848891 0.0021458543778862804 0.0040643843650244758 0.0099507586925756189 0.0016404270470101276 0.0069000979844966656 0.0082750199804416842 0.0051611160920204029 0.0059071797131726392
leaf_weight=22 36 30 27 147 34 22 111 25 20 23 21 56 44 27 29 39 20 67 21 124 27 62 20 65 20 34 23 39 23 1863
leaf_count=22 36 30 27 147 34 22 111 25 20 23 21 56 44 27 29 39 20 67 21 124 27 62 20 65 20 34 23 39 23 1863
internal_value=0 0.00558761 0.00449584 0.00427719 0.00232453 0.00491459 0.00631458 0.00416074 0.00282684 0.00682873 0.00587389 0.000404523 0.00583419 0.00589182 0.00351721 0.00299446 0.000446154 0.00296931 0.00339473 0.00224106 0.00383062 0.00285882 0.00531751 0.00593794 0.00599787 0.00595858 0.00376275 0.0060226 0.00842234 0.00595573
internal_weight=0 2763 574 547 358 380 133 247 167 48 2189 90 2168 2124 199 170 42 268 232 145 128 89 87 2097 2032 2012 57 1955 53 1902
internal_count=3121 2763 574 547 358 380 133 247 167 48 2189 90 2168 2124 199 170 42 268 232 145 128 89 87 2097 2032 2012 57 1955 53 1902
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 3 484 150 16 12 4 1446 49 42 128 43 4 132 15 4 158 159 159 159 48 4 2
split_gain=0.275725 0.0754603 0.0470759 0.0478816 0.0432915 0.0399258 0.0519948 0.0380626 0.0327592 0.0312147 0.0314303 0.0301848 0.0301185 0.0392105 0.0376854 0.0305383 0.0341047 0.0341539 0.0283335 0.0301792 0.0275726 0.0325581 0.0365946 0.0270581 0.0395524 0.0317494 0.0395763 0.0269885 0.0326592 0.0266638
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.13524500000000003 -0.11171999999999999 0.30112000000000005 -0.011854999999999999 0.10325000000000002 -0.39185999999999993 0.092550000000000007 -0.51253999999999988 0.10573500000000001 0.12497000000000001 -0.14148999999999998 0.11291500000000002 -0.11720999999999999 1.0000000180025095e-35 0.10613500000000002 -0.41396999999999995 0.27834500000000006 0.11817500000000002 0.11389500000000001 0.095130000000000006 0.087410000000000015 0.13624500000000003 0.50996500000000011 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 18 7 -7 9 -2 11 -11 13 -3 15 16 -14 -18 -5 -20 21 -10 -23 24 25 26 29 28 -13 -15
right_child=8 12 -4 4 -6 6 -8 -9 20 10 -12 27 14 23 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029150808392011603 0.0062833981882292958 0.0098554531688846286 -0.00064678693168042671 0.0049807112208671046 0.0082701051762948449 0.0013158706725453554 0.0015490382740443404 0.0055471204320056656 0.0023347080549380433 0.00031716944192469656 0.006024582513200585 0.0045184094782551301 0.0083238751668813487 0.0057844853385400855 0.00081185307252504269 0.0024995250171240494 0.0050754099958119376 0.0015124094872070212 0.0030486327922539559 -0.00053265131921789634 0.0031813704766906225 0.00032452240656130019 -0.005414394717663527 0.0082460416507508082 0.0020104266092830308 0.0080131610256752792 0.0020532342618988716 -0.00050626210460904988 0.00029355064204234318 0.0047080486465512711
leaf_weight=23 21 21 21 45 27 23 44 281 24 77 20 77 31 910 23 49 687 28 82 33 26 25 20 35 33 49 34 20 24 308
leaf_count=23 21 21 21 45 27 23 44 281 24 77 20 77 31 910 23 49 687 28 82 33 26 25 20 35 33 49 34 20 24 308
internal_value=0 0.00501736 0.00400123 0.00417615 0.00436822 0.00416084 0.00476196 0.00522699 0.00197688 0.00260127 0.00224657 0.00186495 0.00528382 0.00556715 0.00480238 0.00491783 0.00507667 0.00493588 0.00285339 0.00202096 0.00040604 -0.000639737 -0.00222611 0.00550137 0.00542936 0.00551608 0.00541835 0.0028499 0.00351448 0.00551228
internal_weight=0 2787 579 558 535 508 348 304 334 239 218 198 2208 1390 818 795 746 715 160 115 95 69 45 1369 1334 1301 1252 121 101 1218
internal_count=3121 2787 579 558 535 508 348 304 334 239 218 198 2208 1390 818 795 746 715 160 115 95 69 45 1369 1334 1301 1252 121 101 1218
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 16 475 0 1 16 1 483 4 12 41 4 1212 130 43 43 2 15 1213 1212 42 399 42 128 50 158
split_gain=0.223337 0.0611228 0.0415896 0.0392336 0.0367557 0.0336257 0.0397737 0.028117 0.0380628 0.0347115 0.0267424 0.0373806 0.0277116 0.024396 0.0375059 0.0317605 0.0267448 0.0336605 0.0257956 0.0458229 0.0636402 0.0439825 0.0347927 0.033848 0.0362842 0.0253098 0.0259723 0.0314696 0.029309 0.0232828
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 0.15273500000000004 -0.081364999999999979 0.051010000000000007 0.095950000000000021 -0.013024999999999998 0.16773500000000005 0.098395000000000024 -0.034939999999999992 0.092550000000000007 0.077565000000000009 -0.51253999999999988 0.11579500000000002 0.095135000000000011 0.093175000000000022 0.0068900000000000012 0.087855000000000003 0.087960000000000024 -0.0057349999999999996 0.090080000000000007 -1.0000000180025095e-35 0.10054500000000001 -0.14148999999999998 0.11362500000000002 0.13767000000000004 0.112085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 -8 11 12 -2 15 25 -3 17 18 19 23 22 -20 -21 29 -25 26 -15 28 -28 -17
right_child=10 13 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 21 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00026235720547644988 0.0040167410198288659 0.0088699077921254293 -0.00038857496157288554 -0.00032363996185638287 0.0076229753044362251 0.005519743891200051 0.0043439933399138887 0.0010238252278115297 0.0030789293595759929 0.0080978480880730796 -0.0015111724431019116 0.0062044335243990646 0.0013177384951410295 0.0070273185340578069 0.00034113528824451827 0.0051153380727481769 0.0080673393051795394 0.0023158600230758289 0.0097341431848083932 0.0015823312184732896 -0.0022109968210792261 0.0044808699317988665 0.0069716118350625043 0.0049462436261819677 0.00063192683305325257 0.0072865662716018664 0.0044522163127524985 0.00084955717643929853 0.00096577584370970734 0.0085592957027256483
leaf_weight=23 45 21 25 27 26 90 107 37 212 32 23 20 246 34 23 1061 27 49 30 23 21 34 25 44 35 30 679 27 25 20
leaf_count=23 45 21 25 27 26 90 107 37 212 32 23 20 246 34 23 1061 27 49 30 23 21 34 25 44 35 30 679 27 25 20
internal_value=0 0.00451563 0.00360111 0.00378115 0.00395629 0.00376751 0.00338751 0.00364576 0.00392214 0.00520819 0.00177919 0.00202253 0.00173511 0.00475544 0.00432214 0.00501043 0.00495123 0.00488854 0.00498603 0.0048841 0.00238048 0.00694334 0.00438925 0.00503303 0.00303484 0.00443731 0.00432558 0.00419991 0.00432841 0.00517906
internal_weight=0 2787 579 554 531 505 415 388 351 139 334 311 291 2208 818 1390 1369 1342 1293 1229 69 64 48 1160 79 795 765 731 704 1081
internal_count=3121 2787 579 554 531 505 415 388 351 139 334 311 291 2208 818 1390 1369 1342 1293 1229 69 64 48 1160 79 795 765 731 704 1081
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 123 2 11 2 43 2 150 2 2 4 15 3 4 3 3 0 43 4 0 15 3 3
split_gain=15.7525 1.94435 1.74077 1.18899 0.992479 0.644635 0.643118 0.468189 0.394769 0.372106 0.368116 0.362946 0.34232 0.315418 0.305083 0.30357 0.275406 0.274267 0.249649 0.244356 0.237581 0.231543 0.177601 0.222126 0.156936 0.151354 0.150928 0.147962 0.152859 0.124589
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.091475000000000015 0.085505000000000012 0.40124500000000002 0.088205000000000019 0.13754500000000003 1.0000000180025095e-35 0.11362000000000001 -0.066504999999999995 0.13501500000000002 0.09487000000000001 -1.0000000180025095e-35 0.087470000000000006 0.033845000000000007 0.040760000000000005 0.149315 0.50822500000000004 0.095270000000000007 -0.13309499999999996 -0.063634999999999983 -0.083269999999999997 -0.0070899999999999991 -0.13027499999999997 -0.41942499999999994 0.31534000000000006 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 10 9 25 19 15 26 12 16 17 -14 29 -1 22 -12 -8 -17 24 -7 -24 -6 -5 -4 -11 -29 -3
right_child=1 6 5 7 21 13 8 -9 -10 27 18 -13 14 -15 -16 20 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00042434941426105463 0.00042200025028835966 0.00031785478600866946 0.00064515062893917357 0.00082192602364913284 0.0004756111398150214 0.00086391709377731541 0.0006501467428261451 0.00045673831657552495 0.00022332250435395736 0.00024829831408044583 0.0008358297619851441 0.00050188594325142227 0.00078505563590228417 0.00056953696952016786 0.00053134535512357358 0.00055420958281805115 0.00068761032410696442 0.00067706427459461214 0.0010459141702841097 0.000385184759370989 0.00027440012772179522 0.00059080921757784601 0.00077959124201554286 0.00068110455648790283 0.00026002372923741038 0.00066198416979484313 0.00081288962249262203 0.00016856756950496817 -3.5839538138074243e-05 0.00014482959140521274
leaf_weight=22 181 32 21 46 34 74 32 29 21 40 43 31 205 36 20 28 50 137 44 23 20 39 497 107 21 45 1150 39 22 32
leaf_count=22 181 32 21 46 34 74 32 29 21 40 43 31 205 36 20 28 50 137 44 23 20 39 497 107 21 45 1150 39 22 32
internal_value=0 0.000412048 0.000767827 0.000522343 0.000652869 0.000790829 0.000297173 0.000673694 0.000452023 0.000241922 0.000819024 0.000703774 0.000724847 0.000749149 0.000762504 0.000319748 0.000607169 0.000757083 0.000942079 0.000539344 0.000437622 0.000475243 0.000773252 0.000762144 0.000393296 0.000742834 0.000809881 0.00015562 9.4847e-05 0.000231342
internal_weight=0 590 2531 301 422 2109 289 120 76 213 1258 328 297 851 225 112 72 815 87 55 48 94 678 604 55 91 1171 101 61 64
internal_count=3121 590 2531 301 422 2109 289 120 76 213 1258 328 297 851 225 112 72 815 87 55 48 94 678 604 55 91 1171 101 61 64
is_linear=0
shrinkage=0.00196078


Tree=7688
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 1 2 14 4 3 1 52 4 1 151 4 43 3 160 48 3 15 10 47 12 12
split_gain=9.74855 1.70263 1.05052 0.908873 0.562058 0.442644 0.36789 0.301279 0.251232 0.251135 0.236254 0.204636 0.159952 0.138248 0.166566 0.13194 0.125659 0.199557 0.209932 0.10655 0.105974 0.10459 0.0978577 0.0975901 0.0931586 0.0871685 0.11745 0.0843135 0.0841859 0.0828959
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.089885000000000007 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.077845000000000011 0.14753000000000002 0.062655000000000016 0.42051500000000003 -0.12711499999999995 0.077845000000000011 0.12492500000000002 -0.013514999999999998 0.086920000000000011 -0.016164999999999995 -0.082769999999999982 0.05259500000000001 0.086245000000000016 -0.075414999999999982 0.083685000000000009 -0.0025099999999999996 -0.41942499999999994 -0.38124499999999995 0.090100000000000013 0.092855000000000007 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 11 10 16 -6 -5 12 13 -4 14 -1 27 20 29 -19 -15 -7 -21 -14 -11 -24 -12 -27 -3 -22 -18
right_child=1 2 6 9 8 7 -8 -9 -10 23 25 -13 22 19 -16 -17 17 18 -20 21 28 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00064994896910771608 0.0006083676871200648 0.00028759773430708113 0.00031193553468553359 0.00056338073602285371 0.00055349593581354112 0.0006140679418605591 0.00038975284000040359 0.00040134178674014264 0.000340356564916232 0.0002420935787038354 0.00017948859432876548 0.00073816245895321083 0.00029460096427981545 0.00065309133605993971 0.00041893814013441318 0.0004700371820260497 0.00060174705068345756 0.00027913472108433352 0.00055113823390474503 0.00061695566221491146 0.00043236895209573117 0.00050113583331165394 0.00021541242447361671 0.00039816747941467462 7.8997301870030847e-05 0.00015003649388239081 -3.1936704333311591e-05 0.00039813477018168272 0.00057150880629771325 0.00054226141648067226
leaf_weight=21 76 184 54 28 73 379 37 39 30 24 32 59 22 353 28 20 155 20 24 908 21 31 38 43 39 25 30 31 82 215
leaf_count=21 76 184 54 28 73 379 37 39 30 24 32 59 22 353 28 20 155 20 24 908 21 31 38 43 39 25 30 31 82 215
internal_value=0 0.000331494 0.000297279 0.000595434 0.000370641 0.000603082 0.00020776 0.000570048 0.000491417 0.000407433 0.000179703 0.000625145 0.000226094 0.000620173 0.000517943 0.000317706 0.000577391 0.000552336 0.0004275 0.00062405 0.000598911 0.000613132 0.000179271 0.00034226 0.000146319 9.81201e-05 5.07784e-05 0.000303536 0.00054314 0.000567181
internal_weight=0 691 615 2430 338 2335 277 935 103 95 240 1400 153 1341 49 235 896 414 44 1292 482 939 99 67 77 87 55 215 103 370
internal_count=3121 691 615 2430 338 2335 277 935 103 95 240 1400 153 1341 49 235 896 414 44 1292 482 939 99 67 77 87 55 215 103 370
is_linear=0
shrinkage=0.00196078


Tree=7689
num_leaves=31
num_cat=0
split_feature=1 12 2 1 3 14 34 2 4 16 0 4 483 15 49 474 150 16 13 3 4 2 16 43 3 12 39 2 2 457
split_gain=0.274958 0.0788264 0.0514366 0.048728 0.0333865 0.0319982 0.0309448 0.0407675 0.0320938 0.029923 0.0465624 0.0295363 0.0292944 0.0309344 0.0419884 0.0275583 0.0335731 0.0273772 0.0347171 0.0265483 0.0474617 0.0461219 0.0367131 0.0260923 0.0535542 0.0258117 0.025627 0.0250665 0.0306908 0.0247068
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.10060500000000001 0.30112000000000005 -0.10708499999999999 -0.038779999999999995 0.116525 -0.04890499999999999 -0.11676499999999999 -0.13027499999999997 0.042705000000000007 0.085510000000000017 -0.093244999999999981 1.0000000180025095e-35 0.086280000000000009 0.09487000000000001 -0.44310499999999992 -0.08645499999999999 -0.14186499999999996 -0.14098499999999997 0.081685000000000021 0.13751500000000003 0.0068900000000000012 -0.14186499999999996 0.090695000000000012 0.10076500000000001 1.0000000180025095e-35 0.085105000000000014 0.094310000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 6 -5 -2 -8 -9 10 -6 19 13 14 -7 16 26 23 -19 21 22 -3 -21 24 -13 -20 27 -1 -29 -15
right_child=4 11 -4 5 9 12 7 8 -10 -11 -12 17 -14 29 -16 -17 -18 18 25 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.003714227468069447 -0.00016957994419940269 0.010574190175304046 -0.00069221420007207525 0.0060651014947022 -0.00078425136362684188 -0.00320605036935636 0.0048763862790189181 0.005667812697356567 0.0012970617936003865 -0.001623855993821053 0.005043668276182591 0.00046114473254419861 0.0060852601759783598 0.003864860258174516 0.0024811254377709703 0.0025491549215542202 0.0019590530974360611 0.0011831129776177611 0.0072008808359636791 -0.00068526957289908425 0.0054785377895572003 0.0059930109225859556 0.0046561474971953901 0.0086807032154562584 0.0065038475334718406 0.003870882795688332 0.0027520781776939449 0.009720087366608475 0.006028072548118265 0.00060383325442671778
leaf_weight=38 33 26 22 33 29 21 81 20 105 40 26 20 23 103 34 39 26 41 28 22 1671 142 31 24 55 138 26 26 168 30
leaf_count=38 33 26 22 33 29 21 81 20 105 40 26 20 23 103 34 39 26 41 28 22 1671 142 31 24 55 138 26 26 168 30
internal_value=0 0.0050793 0.00405194 0.00423602 0.00204304 0.00316941 0.00267338 0.00312881 0.00199638 0.00045724 0.00197077 0.00535461 0.00271653 0.0023044 0.000309658 0.00504175 0.00538404 0.00444309 0.00378896 0.00550203 0.00538509 0.006702 0.00243896 0.00581082 0.00489246 0.00443257 0.0057292 0.00606284 0.00652288 0.00312929
internal_weight=0 2787 589 567 334 244 239 206 125 95 55 2198 211 188 55 323 284 306 207 1892 1724 168 53 99 75 166 258 232 194 133
internal_count=3121 2787 589 567 334 244 239 206 125 95 55 2198 211 188 55 323 284 306 207 1892 1724 168 53 99 75 166 258 232 194 133
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 4 14 48 1 40 123 49 4 52 51 150 1 3 3 132 1 2 0 43 16
split_gain=5.58667 0.941449 0.536083 0.357222 0.343446 0.291462 0.258867 0.262477 0.171822 0.145047 0.129931 0.116379 0.109703 0.0922203 0.090235 0.0865779 0.0808294 0.0720478 0.084403 0.0786647 0.0909048 0.0719379 0.0692714 0.0897712 0.0671432 0.102638 0.0639746 0.0620006 0.0614217 0.0600837
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.14285500000000004 0.077845000000000011 -0.17966999999999997 0.062655000000000016 -0.015314999999999997 0.091195000000000012 -0.077474999999999988 0.10695000000000002 -0.054984999999999992 0.04735000000000001 1.0000000180025095e-35 -0.023524999999999997 0.083555000000000004 0.13075500000000004 -0.017889999999999996 0.14121000000000003 0.088890000000000011 0.15799000000000005 -0.0091949999999999983 -0.094654999999999975 -0.080324999999999994 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 11 14 -8 12 -4 -9 13 -7 -1 -3 22 -2 19 -19 27 29 -5 -12 -24 25 -6 -15 -14 -11 -21
right_child=1 4 9 21 24 8 7 10 -10 28 15 -13 17 26 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049085675661886242 0.00031748231054178083 0.00021326693893392005 0.00044157090309892546 0.00029886971529134932 0.0001212447398429763 0.00034788363074482074 0.00044264473045378726 0.00039373105622299303 0.00031539056227247936 0.00031230075737717107 0.0001399243938546179 0.00057253405664100057 0.00060386672908184567 0.00034942377552402799 9.1654809048155592e-05 0.00011248946860328275 0.00044445818863117942 0.00038844329142409328 0.00046658562961671265 0.00048838184210478041 0.00034062206124942329 0.00017185119890723545 0.00029459039783401769 0.00019613975246267562 0.00019860541517866136 -4.2783228370050586e-05 0.00045853664844509981 0.0004867732364502555 0.00018593618267126222 0.00044179352035715038
leaf_weight=1119 23 45 28 60 55 40 30 21 39 50 21 59 20 23 49 21 119 124 93 161 27 24 101 55 23 20 203 133 21 314
leaf_count=1119 23 45 28 60 55 40 30 21 39 50 21 59 20 23 49 21 119 124 93 161 27 24 101 55 23 20 203 133 21 314
internal_value=0 0.000261031 0.000463404 0.000363935 0.000208296 0.000469346 0.000237545 0.000270641 0.000442842 0.000322057 0.000247079 0.000487299 0.000448292 0.00048356 0.000149873 0.000231525 0.000423892 0.000452898 0.000421933 0.000463157 0.000451294 0.000262579 0.000245648 0.00025988 0.000105926 7.75039e-05 0.000447432 0.00050208 0.000274925 0.000457585
internal_weight=0 667 2454 226 441 2355 343 249 951 99 219 1404 912 1345 94 198 142 872 217 655 502 84 177 156 98 75 226 153 71 475
internal_count=3121 667 2454 226 441 2355 343 249 951 99 219 1404 912 1345 94 198 142 872 217 655 502 84 177 156 98 75 226 153 71 475
is_linear=0
shrinkage=0.00196078


Tree=7691
num_leaves=31
num_cat=0
split_feature=1 12 132 1 47 0 402 10 10 3 403 4 4 157 157 150 42 130 13 15 402 403 16 402 50 159 1213 133 13 3
split_gain=0.252076 0.0731314 0.0468775 0.0457876 0.0321544 0.0413709 0.0406251 0.0342009 0.0494197 0.0350602 0.0302356 0.0279544 0.0263574 0.0259928 0.0370847 0.0239718 0.0267586 0.0270646 0.0238751 0.0335059 0.0318668 0.045499 0.0411063 0.0309839 0.0349429 0.0340606 0.0364334 0.0779551 0.0379481 0.0321833
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.10060500000000001 0.085505000000000012 -0.040504999999999992 0.09388500000000001 -0.062879999999999978 -0.39453499999999991 -0.11255999999999998 0.085340000000000013 0.022185000000000003 0.042705000000000007 -0.083944999999999978 -0.078969999999999985 0.090480000000000019 -0.035074999999999988 0.090470000000000009 -0.083764999999999992 0.099260000000000015 -1.0000000180025095e-35 0.24690500000000001 -0.088704999999999992 0.11232500000000002 0.11368500000000002 0.10904500000000002 0.04198000000000001 0.092265000000000014 -0.117405 -0.087909999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 6 11 7 8 -2 -9 13 -6 18 -1 -15 16 17 -16 19 20 22 23 -3 24 25 26 27 28 -22 -30
right_child=4 12 -4 -5 5 -7 -8 9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0079139013626528063 0.0026181632862426344 0.011392403626814485 -0.00025664335474945033 0.003062728538082492 0.0077733728807652365 -0.00045093051656814557 -0.0029706179408822211 0.0062846693035680801 -0.0044117486430332066 0.0018358435988756678 0.0083726026219032388 0.0034378328856385859 0.0042883941644201208 0.00040416149898770857 0.00022244659208116077 0.0018725204031431566 0.0055705211556343597 0.0051878435719434337 0.0050519485033965576 0.0093304025922687009 0.0022415890784135886 0.0020648809715088359 0.0059517808150636349 0.0095151333650574099 0.0084297180149037181 0.0012973660481206718 0.0020913044759072364 0.011784444877412171 0.0094973421467113364 0.0054342649128931745
leaf_weight=22 20 21 26 246 20 21 20 20 20 155 23 58 306 22 21 27 179 23 1310 26 35 38 41 20 37 21 30 20 21 272
leaf_count=22 20 21 26 246 20 21 20 20 20 155 23 58 306 22 21 27 179 23 1310 26 35 38 41 20 37 21 30 20 21 272
internal_value=0 0.00488429 0.00389473 0.00408645 0.00197712 0.00348881 0.00134028 0.00174129 -0.000896793 0.00234428 0.00488088 0.00454951 0.00514946 0.00460772 0.00434031 0.00468669 0.00502742 0.002818 0.00528872 0.00582167 0.0056576 0.00538939 0.00779457 0.00566644 0.00548989 0.00521727 0.00543505 0.0057233 0.00535372 0.00572548
internal_weight=0 2787 589 563 334 99 235 215 40 175 317 78 2198 294 272 250 223 44 1892 582 556 494 62 456 436 399 378 348 328 293
internal_count=3121 2787 589 563 334 99 235 215 40 175 317 78 2198 294 272 250 223 44 1892 582 556 494 62 456 436 399 378 348 328 293
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 52 159 10 4 1 2 2 16 12 123 0 12 160 159 1447 1447 43 4 12 2 2 131 159 1
split_gain=0.209144 0.0776339 0.0564257 0.036527 0.0355705 0.0383646 0.0355399 0.0628896 0.0432679 0.0328895 0.0389337 0.0536072 0.0520825 0.0474564 0.0355963 0.0347466 0.0339242 0.0294741 0.0269758 0.0263102 0.0343835 0.0965878 0.025147 0.0288298 0.0456193 0.0392458 0.0384342 0.0292019 0.027757 0.0254022
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.039215000000000007 0.10620500000000001 -0.062879999999999978 -0.072334999999999997 0.092390000000000014 0.09358000000000001 -0.080614999999999978 -0.059624999999999991 0.11650500000000001 0.08128500000000001 -0.089269999999999988 0.091715000000000005 0.079055000000000014 -0.085489999999999997 -0.085024999999999989 -0.086264999999999994 -0.081779999999999978 -0.0086549999999999978 0.087695000000000009 0.086885000000000004 0.085730000000000015 0.083410000000000026 -0.092414999999999983 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 18 9 8 -8 -2 14 22 12 -12 -13 16 -15 17 -6 -1 -18 21 -21 -11 24 25 -24 -25 28 -28 -30
right_child=3 -3 -4 -5 5 -7 7 -9 -10 10 11 13 -14 15 -16 -17 19 -19 -20 20 -22 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=-0.00016267775957073486 -0.002705117885890449 0.0012342685761395841 -0.0004358130593217262 0.0052850920293297226 0.0058106269606063706 0.0077422169450744012 0.0054069270649611456 -0.00047139994234644947 0.0014097866407314014 0.0051083152756421319 -0.00065810874026889612 0.0042171537667248541 0.0045379271804338386 -0.0021000728052921404 0.00077864254824817187 0.0025171654165855478 0.0078147096238259609 0.0097273495048284531 0.0046458714216714731 0.0068017851654440164 0.0048845009091956102 -0.003026125193573535 -0.00260406317723788 0.0064994848488740074 0.003940237043852492 0.0031870747525244952 0.0062563615480691883 0.0076854957648637623 0.0038652021902169684 0.00063900913357631207
leaf_weight=28 29 75 23 28 83 38 52 28 215 448 21 39 237 39 20 28 29 25 20 20 895 20 22 88 199 25 44 22 254 27
leaf_count=28 29 75 23 28 83 38 52 28 215 448 21 39 237 39 20 28 29 25 20 20 895 20 22 88 199 25 44 22 254 27
internal_value=0 0.00440772 0.00449607 0.00181988 0.00453854 0.00458791 0.00152042 0.00334951 0.00092072 0.00454154 0.00423648 0.00333713 0.00411499 0.00144384 0.00495861 -0.000170481 0.0050366 0.00671728 0.00184088 0.00484831 0.0047563 0.00188783 0.00452644 0.00414365 0.00327843 0.000476329 0.00463294 0.00415958 0.00392091 0.00355521
internal_weight=0 2769 2694 352 2671 2623 324 80 244 2585 1493 364 258 106 1092 67 1072 108 48 964 935 40 1129 681 246 47 435 347 325 281
internal_count=3121 2769 2694 352 2671 2623 324 80 244 2585 1493 364 258 106 1092 67 1072 108 48 964 935 40 1129 681 246 47 435 347 325 281
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=31
num_cat=0
split_feature=4 3 2 1 16 42 52 158 128 3 15 0 160 0 156 52 159 14 123 124 151 11 43 3 129 155 15 1374 483 1
split_gain=0.169407 0.0628834 0.0457048 0.031748 0.0297496 0.0352189 0.0329991 0.0326583 0.0326694 0.0303119 0.0750249 0.0454827 0.0400596 0.032029 0.0301962 0.0272649 0.0424314 0.0354589 0.031292 0.0275831 0.0268294 0.024549 0.030648 0.0481882 0.0249271 0.0257899 0.0309774 0.0251378 0.0263669 0.0241593
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.15471500000000002 -0.071854999999999988 0.11551500000000002 -0.53964499999999982 0.085410000000000014 0.11170500000000001 0.10893000000000001 -0.0088349999999999974 -0.14920999999999998 -0.022194999999999996 -0.13027499999999997 0.078780000000000003 0.039215000000000007 0.10620500000000001 -0.47013499999999991 0.084880000000000025 -0.076164999999999983 0.050660000000000004 0.079300000000000009 -0.14169499999999999 -0.10831999999999999 0.090540000000000023 1.0000000180025095e-35 -0.045854999999999993 0.086000000000000007 -0.096724999999999992 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 14 6 -6 8 9 11 -11 12 -8 -13 29 17 -17 -2 20 -20 -19 22 -15 -24 25 27 -27 28 -25 -1
right_child=3 -3 -4 -5 5 -7 7 -9 -10 10 -12 13 -14 21 -16 16 -18 18 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0044475347783128885 0.0047781935377445607 0.0011108417504777511 -0.00039223165266499246 -0.0012202354813260693 0.0052308367709415701 0.0019303496283675104 0.0041013640659262563 0.0050228620323671987 -0.00027449932584369728 0.005443852599550849 -0.0027406752536383769 0.0011383614631389114 0.0097337888705584675 0.0060662292664346758 0.0075996987731195981 0.0051131175802934369 -9.6937404437498625e-05 0.001189047834228 -0.0031027068244293336 0.0013473780325372131 0.0049550170015374368 0.00068424550207475069 -0.00028553886106237771 0.0065431483775830346 0.0011464141295565403 0.003995457963814261 -0.0012143510992505722 0.0071119679057469161 0.0038000684979008943 0.0009404738160083072
leaf_weight=1099 28 75 23 35 169 95 28 172 22 21 24 51 23 56 30 54 22 135 30 26 22 26 30 37 34 25 21 26 662 20
leaf_count=1099 28 75 23 35 169 95 28 172 22 21 24 51 23 56 30 54 22 135 30 26 22 26 30 37 34 25 21 26 662 20
internal_value=0 0.00396695 0.00404646 0.0016379 0.00408469 0.00379471 0.00391883 0.00374257 0.0035398 0.00361867 0.00107877 0.00373084 0.00664148 0.00357749 0.00446879 0.00195346 0.00360494 0.00143266 0.000992875 -0.0010366 0.00171676 0.00371314 0.00380153 0.00364964 0.00379629 0.00391315 0.00161707 0.00405883 0.00394527 0.00438485
internal_weight=0 2769 2694 352 2671 1522 1427 1258 1086 1064 45 1019 51 968 1149 317 76 241 213 56 157 917 891 835 805 771 46 725 699 1119
internal_count=3121 2769 2694 352 2671 1522 1427 1258 1086 1064 45 1019 51 968 1149 317 76 241 213 56 157 917 891 835 805 771 46 725 699 1119
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=31
num_cat=0
split_feature=4 3 52 159 9 123 15 40 48 156 0 4 3 12 51 2 157 43 3 402 402 16 15 159 43 159 12 151 3 13
split_gain=0.138376 0.053972 0.040809 0.0405075 0.0391045 0.0409639 0.0344173 0.0414245 0.0404357 0.0523501 0.0508072 0.0319019 0.0314299 0.029192 0.0301947 0.0290605 0.0259408 0.025925 0.0383207 0.025386 0.0288367 0.0379366 0.0529962 0.0266337 0.0553446 0.0326886 0.0226755 0.0234322 0.0353261 0.0272489
threshold=0.26450500000000005 0.20828500000000003 0.039215000000000007 0.10620500000000001 -1.0000000180025095e-35 0.083965000000000012 -0.14601999999999996 0.051255000000000002 0.082620000000000013 0.084085000000000007 0.041630000000000007 -0.37944499999999992 0.10732000000000001 0.087830000000000005 -0.14660499999999996 0.16394500000000004 -0.054224999999999995 -0.05647499999999999 -0.0025099999999999996 0.2506000000000001 0.086055000000000006 -0.078844999999999985 0.087825000000000014 0.087410000000000015 -0.077944999999999987 1.0000000180025095e-35 -0.064509999999999984 -0.083134999999999987 -0.13309499999999996 -0.053889999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 -4 5 -1 -6 8 12 10 11 -10 13 14 -8 17 -13 18 -2 20 23 22 -22 25 -25 -15 -19 -28 -29 -30
right_child=2 -3 3 -5 6 -7 7 -9 9 -11 -12 16 -14 19 -16 -17 -18 26 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0023468014551326632 0.0012233081587855223 0.00090296922111245874 0.004409394354509379 0.00019203465199097992 0.0052903039812897167 0.003569744886830449 0.0068544350150558687 -0.00019742277051721302 0.006565744482213632 0.0069950799305493446 -0.0018219365548618413 -0.00057663204631983088 0.00098700198485810126 0.0035263990571428997 0.0041938703371749118 -0.0019600455577845773 0.0027409938774542839 0.0044450247149553992 -0.0035279000216784577 0.00027974920914224961 0.0040735683905390591 0.0036728947670594488 0.010590076483398055 -0.0010330797740234396 0.0037901761212584674 0.0071218218009632371 0.0040809056807861281 0.0031928625962255189 -0.0032088337298482659 0.00092547162256034266
leaf_weight=22 58 73 79 32 131 25 45 28 20 26 27 26 38 922 819 31 252 31 24 23 26 78 24 39 61 26 27 39 25 44
leaf_count=22 58 73 79 32 131 25 45 28 20 26 27 26 38 922 819 31 252 31 24 23 26 78 24 39 61 26 27 39 25 44
internal_value=0 0.00358547 0.00157182 0.00319358 0.00365914 0.000800298 0.0037106 0.00362716 0.00367083 0.0026773 0.00233188 0.00270823 0.00383681 0.00388931 0.00433244 0.000926604 0.00243071 0.00128744 -0.000167289 0.00356999 0.00363434 0.00505125 0.00720149 0.00346128 0.00190911 0.00362501 0.00200603 0.00144597 0.000787237 -0.000572465
internal_weight=0 2731 390 111 2658 47 2611 2480 2452 351 325 298 2101 2063 864 279 278 248 82 1199 1176 128 50 1048 100 948 166 135 108 69
internal_count=3121 2731 390 111 2658 47 2611 2480 2452 351 325 298 2101 2063 864 279 278 248 82 1199 1176 128 50 1048 100 948 166 135 108 69
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 4 2 0 49 4 1 150 123 1 4 0 3 124 0 1 132 1 157 11 475
split_gain=14.3461 2.44354 1.44758 1.04688 0.825894 0.707725 0.580088 0.599551 0.488041 0.379326 0.358 0.345835 0.247722 0.372337 0.243771 0.238256 0.236818 0.223938 0.184362 0.143638 0.162128 0.177286 0.139692 0.1159 0.115688 0.109187 0.188057 0.107974 0.102938 0.100189
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 -0.062539999999999984 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.085605000000000014 1.0000000180025095e-35 0.10695000000000002 0.122715 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.081949999999999981 -0.14723999999999998 0.13075500000000004 0.088890000000000011 0.15799000000000005 -0.0048549999999999991 0.075910000000000019 -0.079029999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 22 -8 12 -4 -9 16 13 15 19 23 29 -12 -2 -14 -21 -22 -3 -1 -5 26 -6 -23 -10 -7
right_child=1 4 9 24 25 11 7 10 28 -11 17 -13 14 -15 -16 -17 -18 -19 -20 20 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079801290476021647 0.00068438472297771764 0.00028990284347186216 0.00064001377594615351 0.00041846229598151358 0.00015942552017584219 0.00075650410849650222 0.00065006872261661331 0.00055742028891596948 0.00077746576655144783 0.00038441554245680884 0.00034725618037484971 0.00046728523106296917 0.00089112725759914354 0.00082064523221620541 0.00064489991686081881 0.00050258134790649104 0.00048992325318190119 0.00013256313659278565 0.00050912920569470799 0.00074427408202006821 0.00054366738099803115 0.00081091071495135352 0.0001384181475960741 0.00061274359761087399 0.00025738583667678575 0.00025464847893513683 -6.2603214938266604e-05 0.00069172427689988118 0.00092964796978404053 0.0006614111137358946
leaf_weight=21 113 44 34 60 55 49 30 29 25 65 169 39 23 36 118 57 29 21 29 1274 28 34 50 34 24 23 20 208 54 326
leaf_count=21 113 44 34 60 55 49 30 29 25 65 169 39 23 36 118 57 29 21 29 1274 28 34 50 34 24 23 20 208 54 326
internal_value=0 0.000380169 0.000704466 0.000545952 0.000295209 0.00071423 0.000340566 0.00039011 0.000730592 0.000472197 0.000354499 0.000643613 0.000724088 0.000647175 0.000730844 0.000591417 0.000660635 0.000323527 0.000648593 0.000737316 0.000735024 0.000691379 0.000209326 0.000683483 0.00037244 0.000136462 0.000100218 0.000708469 0.000881489 0.000673837
internal_weight=0 667 2454 226 441 2355 343 249 1912 99 219 443 1833 148 1685 112 404 190 142 1567 1544 270 94 55 84 98 75 242 79 375
internal_count=3121 667 2454 226 441 2355 343 249 1912 99 219 443 1833 148 1685 112 404 190 142 1567 1544 270 94 55 84 98 75 242 79 375
is_linear=0
shrinkage=0.00196078


Tree=7696
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 2 2 4 1 3 123 10 1 4 1 43 13 14 15 47 131 4 12 15 12 160
split_gain=8.81316 1.36701 0.88521 0.800456 0.569268 0.515 0.378289 0.259958 0.256866 0.216682 0.213492 0.203745 0.18766 0.125085 0.124267 0.121834 0.104558 0.0911199 0.136394 0.118426 0.0968433 0.0891933 0.0868151 0.0850057 0.0718516 0.069915 0.080762 0.0688487 0.0675915 0.0662718
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.11474000000000002 0.089885000000000007 0.17025000000000004 0.42051500000000003 0.09253500000000002 0.30112000000000005 0.088205000000000019 -0.38124499999999995 0.091195000000000012 -0.013514999999999998 0.083345000000000016 0.05259500000000001 -0.082759999999999986 0.096015000000000017 -0.12563999999999997 0.090100000000000013 0.09031500000000002 -0.0070899999999999991 0.10124000000000001 -0.040439999999999997 0.092855000000000007 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 23 6 7 9 25 16 11 13 -5 14 27 -12 -1 19 20 -11 -19 -9 -22 -3 -2 -6 -27 -4 -21 -13
right_child=1 2 10 12 8 -7 -8 21 -10 17 15 29 -14 -15 -16 -17 -18 18 -20 28 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00059532253036516576 0.00060818368117536762 0.00027536630021850352 0.00044476792941712463 0.00050732719882755546 0.00062493366938011312 0.00036824944100397473 0.0003382765001099034 0.00072237035635007375 0.00028891948481286477 0.00058243437306931638 0.00015604835702643451 0.00025203693455210961 0.00032754901217838938 0.00018001235817601674 0.00019936044125215094 -3.6818257345550908e-05 0.00054855592001840439 0.0005882349854568153 0.00041400411707359695 0.00040746651221167584 0.00062180076744042191 0.00058126778538137962 0.00050407725029367784 0.00038190614668418243 0.00047807827884075685 0.0005567475889469535 0.00040695973120483695 0.00030111438701546986 0.00053262279288495155 0.00014141716867319289
leaf_weight=1117 47 188 29 34 20 48 26 61 23 368 34 27 65 30 20 20 220 103 38 21 27 24 223 34 25 31 25 23 79 91
leaf_count=1117 47 188 29 34 20 48 26 61 23 368 34 27 65 30 20 20 220 103 38 21 27 24 223 34 25 31 25 23 79 91
internal_value=0 0.000307829 0.00027695 0.00056201 0.000346824 0.00056927 0.000573453 0.000576134 0.000470475 0.000572015 0.00019509 0.000222207 0.000389291 0.000286387 0.00033071 8.46163e-05 0.000587627 0.000547716 0.000525622 0.000566175 0.000537638 0.00068253 0.000516791 0.000291683 0.000563008 0.000525419 0.000489878 0.000381229 0.00050634 0.000166728
internal_weight=0 667 595 2454 321 2355 2307 2281 99 2196 274 220 99 102 72 54 1337 859 391 468 353 85 250 222 72 76 56 52 100 118
internal_count=3121 667 595 2454 321 2355 2307 2281 99 2196 274 220 99 102 72 54 1337 859 391 468 353 85 250 222 72 76 56 52 100 118
is_linear=0
shrinkage=0.00196078


Tree=7697
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 1 4 16 1 2 3 2 47 123 4 10 475 3 12 15 4 131 12 156 0
split_gain=13.4253 2.0168 1.44108 1.04923 0.796145 0.733557 0.448226 0.402381 0.348683 0.342521 0.324143 0.290505 0.263613 0.253422 0.320772 0.221274 0.188568 0.159056 0.151811 0.139578 0.127905 0.118389 0.103022 0.121874 0.0971748 0.094587 0.0933208 0.0784518 0.0757275 0.0971336
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.17025000000000004 0.40473500000000007 0.09253500000000002 0.42051500000000003 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.30112000000000005 -0.0091949999999999983 0.090100000000000013 0.088205000000000019 -0.078439999999999996 -0.38124499999999995 -0.066784999999999983 0.090900000000000009 0.086505000000000012 -0.040439999999999997 -0.55119499999999988 0.09031500000000002 0.11734000000000001 1.0000000180025095e-35 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 17 6 13 12 11 -6 -5 15 -7 19 16 18 -15 -3 24 25 -10 -14 23 -21 -4 -1 -2 28 29 -23
right_child=1 2 8 10 9 7 -8 -9 20 -11 -12 -13 21 14 -16 -17 -18 -19 -20 22 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089426289697766418 0.00076109588637320155 0.0003629977120828914 0.00055927598346440348 0.00067076556161131966 0.00066965358572024659 0.00045027274492324569 0.00088672185637695008 0.0004624647754649531 0.00018971645662124937 0.00041976608579454862 0.00043448951027916564 0.00022611899061189471 0.00075762427725223748 0.00052970919793015963 0.00045987852957839653 0.00022751881356740649 0.00071455235696323482 0.00051064920045581521 0.00028277303824913416 0.00075820599757355975 -7.8970531010817668e-06 0.00067971229086039595 0.0006025628241546014 0.00070888478020546058 0.00038861059532115729 0.00076055685530101731 0.00061282140484043195 0.00058116200811880638 0.00075521208577495843 0.0005742058983421943
leaf_weight=21 47 187 29 34 71 20 76 39 34 30 65 118 65 23 23 30 274 33 20 342 20 240 25 441 23 649 25 37 41 39
leaf_count=21 47 187 29 34 71 20 76 39 34 30 65 118 65 23 23 30 274 33 20 342 20 240 25 441 23 649 25 37 41 39
internal_value=0 0.000399663 0.000362156 0.00071338 0.00045131 0.000721693 0.000739225 0.000653386 0.00025771 0.00059543 0.000515635 0.000292364 0.000670232 0.000732991 0.000682962 0.000369001 0.000700238 0.000385145 0.000427951 0.000743822 0.000116526 0.000680657 0.000726471 0.000730427 0.000483789 0.000764748 0.000709612 0.000666643 0.000676527 0.000664964
internal_weight=0 667 595 2454 321 2355 1874 481 274 101 99 220 442 1798 320 102 297 220 72 1478 54 422 808 783 52 670 72 357 320 279
internal_count=3121 667 595 2454 321 2355 1874 481 274 101 99 220 442 1798 320 102 297 220 72 1478 54 422 808 783 52 670 72 357 320 279
is_linear=0
shrinkage=0.00196078


Tree=7698
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 2 1 1 2 1 150 1 2 150 2 12 11 159 4 2 12 48 4 13 1 0 2
split_gain=30.6003 4.88629 2.54969 1.97084 1.59442 1.58481 0.821588 0.748277 0.741507 0.7116 0.458351 0.489164 0.445556 0.428361 0.332204 0.325024 0.315977 0.28138 0.265375 0.299071 0.262646 0.223207 0.201034 0.306706 0.183023 0.180783 0.17747 0.175902 0.156102 0.148264
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.12337000000000002 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.077845000000000011 0.089625000000000024 0.090425000000000019 0.122715 1.0000000180025095e-35 0.13075500000000004 -0.0091949999999999983 0.086615000000000011 0.16394500000000004 0.09141500000000001 0.077415000000000012 0.08154500000000002 0.042705000000000007 0.11237500000000002 -1.0000000180025095e-35 0.081805000000000017 -0.036839999999999991 -0.004174999999999999 0.076935000000000017 -0.030209999999999997 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 16 10 17 13 -4 18 15 25 21 -5 -12 20 26 19 29 22 27 23 -3 -11 -2 -7 28 -6 -1
right_child=1 5 9 14 8 7 -8 -9 -10 24 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011164107403386304 0.0010941852973956688 0.00066238541571256174 0.0010023200670544173 0.00065083923110482739 0.0010245090565396617 0.00031046796521610196 0.0012885255364257116 0.00061418854743659659 0.00070278077096481192 0.00049341936120946028 0.000810562184069366 0.00073762740384079103 0.00073357903731683359 0.00075879448939577426 0.00037788466589975785 0.0010532382205347272 0.00047203418681845158 0.00017605620648200606 0.0010455699331460627 0.0013302836525877213 0.00050649194179031476 0.00093410984055396912 0.00058644732210067169 0.00096236969472146506 0.0007054481306366931 0.00093735993290558841 0.00047283214370294545 0.0011117756793761506 0.00086899519702161464 0.0010622942202231462
leaf_weight=879 50 38 28 60 172 120 76 35 39 24 23 23 29 30 24 274 66 50 326 23 42 129 41 20 45 65 33 78 29 250
leaf_count=879 50 38 28 60 172 120 76 35 39 24 23 23 29 30 24 274 66 50 326 23 42 129 41 20 45 65 33 78 29 250
internal_value=0 0.000578127 0.00105022 0.00081154 0.00106307 0.000458536 0.00108883 0.000349408 0.00096186 0.000738682 0.00108039 0.00101311 0.000950774 0.000984929 0.000572852 0.00103445 0.000584006 0.000303756 0.00109496 0.00110894 0.000636419 0.00100156 0.000691539 0.000765828 0.000631699 0.00100554 0.000345488 0.00103274 0.00100207 0.00110443
internal_weight=0 673 2448 228 2351 445 1874 238 477 97 1798 320 144 438 84 297 207 203 1478 1152 141 408 99 58 69 115 153 279 201 1129
internal_count=3121 673 2448 228 2351 445 1874 238 477 97 1798 320 144 438 84 297 207 203 1478 1152 141 408 99 58 69 115 153 279 201 1129
is_linear=0
shrinkage=0.00196078


Tree=7699
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 2 2 4 4 1 14 4 1 131 13 1 0 4 12 16 47 3 13 2 43 3 3 457
split_gain=20.0506 3.21055 2.03674 1.68474 1.18446 1.02467 0.761359 0.577654 0.555088 0.541989 0.481259 0.472921 0.399112 0.234285 0.290892 0.216402 0.233677 0.212845 0.195112 0.148807 0.147699 0.147563 0.143897 0.139599 0.175087 0.1353 0.126164 0.120125 0.110353 0.123194
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.40124500000000002 0.089605000000000018 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.077845000000000011 0.062655000000000016 -0.013514999999999998 0.086920000000000011 0.086835000000000009 -0.076599999999999988 0.091195000000000012 0.18019500000000002 -0.036839999999999991 0.090285000000000018 0.11346000000000002 0.090100000000000013 -0.14847999999999997 -0.10278499999999999 0.17025000000000004 -0.080324999999999994 0.0022600000000000003 0.20828500000000003 0.096470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 5 4 6 22 7 12 9 -4 -7 -5 17 18 20 16 25 -1 23 -2 -15 -6 27 -9 -25 -10 -13 -3 29 -29
right_child=1 2 8 11 21 10 -8 13 15 -11 -12 26 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00089607338181229407 0.00091630821076093931 0.0003834781655658582 0.00050368791273714829 0.00080761225314951739 0.00045151835360857871 0.00077451028462702058 0.0005153186034922506 0.00094563874710841664 0.00013875824448408874 0.0002742963163589328 0.00047830675941666747 0.00055903977229624757 0.0010496785887137883 0.00085401465566258873 0.00062783284929137295 0.0003615242600069114 0.00025381078528118127 0.00082919182332229268 0.00066705042094576585 0.00071962128222044335 0.00077578359791031159 0.0006697112216270543 0.00056819931000240908 0.00068468527784229646 0.00086077302886842144 -7.0876213059961496e-05 0.00037423648300818072 0.00061790741353303399 0.00039752910200621238 0.00042052216426122419
leaf_weight=1086 50 105 66 28 26 71 24 70 29 99 30 49 59 165 37 22 41 220 20 21 212 22 33 23 387 20 20 31 35 20
leaf_count=1086 50 105 66 28 26 71 24 70 29 99 30 49 59 165 37 22 41 220 20 21 212 22 33 23 387 20 20 31 35 20
internal_value=0 0.000463784 0.000417275 0.000845928 0.000856376 0.000522567 0.00086273 0.000866389 0.000293736 0.000366053 0.000686529 0.000592689 0.000891933 0.00082824 0.00079374 0.000187199 0.000144586 0.000884807 0.000856805 0.000858133 0.000810023 0.000551523 0.000448638 0.000864712 0.000850895 5.31932e-05 0.000505474 0.000427981 0.000482315 0.000540501
internal_weight=0 673 602 2448 2351 325 2303 2279 277 165 101 97 1365 914 414 112 90 1306 500 71 377 48 224 480 410 49 69 191 86 51
internal_count=3121 673 602 2448 2351 325 2303 2279 277 165 101 97 1365 914 414 112 90 1306 500 71 377 48 224 480 410 49 69 191 86 51
is_linear=0
shrinkage=0.00196078


Tree=7700
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 4 2 4 1 52 457 43 0 12 47 14 1 4 47 15 10 43 151 0
split_gain=24.1282 3.95704 2.59598 1.93876 1.31688 1.25142 0.876137 0.819443 0.649644 0.55162 0.497047 0.454279 0.421298 0.362606 0.206194 0.192606 0.194055 0.223936 0.185524 0.170999 0.138487 0.138452 0.150767 0.122933 0.139476 0.112769 0.113325 0.110207 0.107355 0.106739
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.14753000000000002 0.42051500000000003 0.085345000000000018 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 0.18019500000000002 0.082480000000000012 0.090100000000000013 -0.10708499999999999 0.11669000000000002 -0.0073899999999999999 0.08265500000000002 -0.41942499999999994 -0.38124499999999995 0.05259500000000001 -0.00016499999999999997 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 9 12 14 -5 -6 13 -4 29 -11 18 -18 23 28 21 -3 -23 27 -25 -14 -27 -17 -16 -1
right_child=1 2 8 10 11 -7 -8 -9 -10 15 -12 -13 25 -15 19 16 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011553711283440683 0.00096422475065855297 0.00061771301498943828 0.00050316266926037946 0.00087276385428927488 0.00087109087089350058 0.00065521427515431556 0.001171658647591883 0.00059109590416392323 0.00059109281266831696 0.0010601851747724165 0.00057690419287821052 0.00058834978640268001 0.00029557096388410121 0.00030341645461819057 0.00075466210295617518 0.00097576564186299013 0.00092410318524229764 0.00064573925572867488 0.0007465566753172406 0.0009781581089982009 0.0006408203669906158 0.00050698924652488949 0.0003491848733286564 0.00089419594481789002 0.0010308689291716792 0.00024667481259972444 6.7925596262748334e-05 0.00089889096055622121 0.00092385772040839498 0.0010104729124949543
leaf_weight=20 76 34 54 34 74 48 84 22 37 43 61 31 32 99 21 338 25 20 20 385 33 138 28 279 32 25 30 91 46 861
leaf_count=20 76 34 54 34 74 48 84 22 37 43 61 31 32 99 21 338 25 20 20 385 33 138 28 279 32 25 30 91 46 861
internal_value=0 0.000542133 0.000489972 0.000957371 0.000605298 0.000968543 0.000975119 0.000967625 0.00034925 0.000971423 0.000682791 0.000787615 0.000311966 0.000373915 0.000996295 0.000932326 0.000925497 0.000800386 0.000932905 0.000962248 0.000523137 0.00050372 0.000480372 0.000937941 0.000908259 0.000203022 0.000149175 0.000959459 0.000870826 0.00101376
internal_weight=0 691 615 2430 338 2335 2287 2203 277 2181 95 105 240 153 1333 848 805 45 760 452 233 200 166 740 311 87 55 429 67 881
internal_count=3121 691 615 2430 338 2335 2287 2203 277 2181 95 105 240 153 1333 848 805 45 760 452 233 200 166 740 311 87 55 429 67 881
is_linear=0
shrinkage=0.00196078


Tree=7701
num_leaves=31
num_cat=0
split_feature=1 52 1 457 2 2 0 3 3 14 0 12 9 41 3 42 156 0 131 2 50 4 51 0 15 3 3 1 0 11
split_gain=0.502433 0.122754 0.0722392 0.0638623 0.0637121 0.0480098 0.0715197 0.0408272 0.0634773 0.0395085 0.0391649 0.0457007 0.0381634 0.0379975 0.0331828 0.0328842 0.0312518 0.0530346 0.0301744 0.0302133 0.0301242 0.0292146 0.0677639 0.0386891 0.0689335 0.0351801 0.0413337 0.0345471 0.0421948 0.0287496
threshold=0.10124500000000002 -0.40967499999999996 0.12408500000000001 0.079590000000000008 0.10252500000000002 0.11362000000000001 0.034820000000000011 0.0022600000000000003 0.11658 0.062655000000000016 -0.23091999999999999 -0.089199999999999988 -1.0000000180025095e-35 0.081560000000000007 -0.0063699999999999989 0.090090000000000017 0.10339000000000002 0.024095000000000002 0.096070000000000016 0.17025000000000004 -0.23848499999999997 0.0061450000000000003 -0.047599999999999996 -0.11173999999999999 -0.008624999999999999 -0.15713499999999997 -0.12711499999999995 0.086920000000000011 -0.12333499999999999 0.086595000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 12 9 14 29 -9 13 -5 -12 -3 20 -7 -15 17 18 19 -4 -1 23 -23 24 -22 -25 -27 28 -24 -6
right_child=1 2 16 10 7 6 -8 8 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 21 22 27 25 -26 26 -28 -29 -30 -31
leaf_value=0.010641311986658436 0.0074461833194957349 0.0033701157295861501 0.0028721737292861302 0.0056924019186269676 0.0016527907226700337 0.0068772171686151372 8.2669824007011608e-05 0.0099759238616873823 0.003758526100024868 0.0093568399265429696 0.0043164490120640641 -0.0015843653818592429 0.0076192920854463511 0.0069232747312635186 0.0025084246927872303 0.0016838897546024426 0.0061938442511572725 -0.0017694696201942862 0.0055505050991996544 -0.00021250373800285163 0.0071195943164639175 0.0010489097406642268 0.010327261508418582 0.0105492415268802 8.7363009806722407e-05 0.0042538531351743675 0.007469272396622522 0.0046271161057875824 0.0066164843044471712 0.0054582153464219083
leaf_weight=26 102 26 154 21 75 133 21 24 52 88 21 35 113 25 20 23 21 30 32 40 46 23 39 36 20 41 1605 59 143 27
leaf_count=26 102 26 154 21 75 133 21 24 52 88 21 35 113 25 20 23 21 30 32 40 46 23 39 36 20 41 1605 59 143 27
internal_value=0 0.00421405 0.00372273 0.00459272 0.00522019 0.00715337 0.00555503 0.0039674 0.00572191 0.0072813 0.00200952 0.00062844 0.00682448 0.00719374 0.00630613 0.00441274 0.00248526 0.00218104 0.00270545 0.00223616 0.00725924 0.00721554 0.00623502 0.00736362 0.00498862 0.00745682 0.00738918 0.00672996 0.00741165 0.00266011
internal_weight=0 773 671 394 317 2348 174 178 76 2174 77 56 139 2086 153 48 277 256 226 194 2038 2012 264 1748 66 1682 1646 241 182 102
internal_count=3121 773 671 394 317 2348 174 178 76 2174 77 56 139 2086 153 48 277 256 226 194 2038 2012 264 1748 66 1682 1646 241 182 102
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=31
num_cat=0
split_feature=1 4 1 12 2 0 14 43 4 2 4 45 0 51 151 4 3 4 160 49 0 1 16 0 3 16 16 13 483 4
split_gain=0.406971 0.102787 0.0710227 0.0571438 0.0388879 0.057931 0.0320019 0.0339148 0.0348523 0.0372283 0.0315614 0.030028 0.0367552 0.0517153 0.0550354 0.0422682 0.043234 0.0339843 0.0304433 0.0295632 0.0352979 0.0450609 0.0355066 0.0276144 0.0268781 0.026678 0.0265071 0.0323026 0.0309334 0.0396316
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.11362000000000001 0.034820000000000011 0.062655000000000016 -0.52440999999999993 -0.52556499999999995 -0.090999999999999984 0.23246000000000003 0.081955000000000014 -0.10836499999999999 -0.040379999999999992 0.050660000000000004 0.0033150000000000007 0.0068900000000000012 0.022185000000000003 -0.087429999999999994 -1.0000000180025095e-35 -0.10474999999999998 0.16175000000000003 0.033715000000000009 -0.10011499999999998 -0.0063699999999999989 -0.4179199999999999 0.0057500000000000008 0.0049450000000000006 -0.22060499999999997 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 24 7 -1 -9 -10 -5 12 13 -11 15 -15 -17 23 -19 -4 -21 22 25 -14 -6 -22 27 -25 -28 -30
right_child=1 2 19 10 5 -7 -8 8 9 11 -12 -13 17 14 -16 16 -18 18 -20 20 21 -23 -24 26 -26 -27 28 -29 29 -31
leaf_value=0.0025688277049498126 0.0072347603630847669 0.0032206669223138495 -0.0012096461374312641 0.0064425176392043275 0.0061894954206716075 7.4402836894261706e-05 0.0084211559254485611 0.0097397260339648437 0.0023723245513710112 0.00053713047157295725 0.0037236782377990693 0.010363872535526753 0.010022670559585096 0.0038613574704291619 0.00085984720150008805 0.0065289192522565535 0.011836235732771457 0.0084942764983597131 0.0044340875698696399 0.0049958564683466279 0.0036184693840120665 -0.0024047204293310646 0.0058694052519223825 0.0070569394958830654 0.0022575823415536436 -0.001072705232029505 0.0093253155898613237 0.005554089818701171 0.0079476375823262432 0.005041767491575303
leaf_weight=22 78 353 31 112 133 21 88 33 22 22 69 20 25 41 20 66 20 22 115 34 22 25 22 1167 20 27 24 163 58 246
leaf_count=22 78 353 31 112 133 21 88 33 22 22 69 20 25 41 20 66 20 22 115 34 22 25 22 1167 20 27 24 163 58 246
internal_value=0 0.00379265 0.00340634 0.00396141 0.00643804 0.00499952 0.00655317 0.00647437 0.006516 0.00646362 0.00540605 0.00650842 0.00646965 0.00505895 0.00573569 0.00650354 0.00776318 0.00660064 0.00508609 0.00156529 0.00222701 0.00124638 0.00253197 0.00672393 0.00567552 0.00103354 0.00667419 0.00687276 0.00586904 0.00559618
internal_weight=0 773 695 534 2348 174 2174 2086 2064 2031 181 2009 1989 169 147 127 86 1820 137 161 130 96 71 1683 153 49 1658 1330 328 304
internal_count=3121 773 695 534 2348 174 2174 2086 2064 2031 181 2009 1989 169 147 127 86 1820 137 161 130 96 71 1683 153 49 1658 1330 328 304
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 2 42 16 1 2 2 16 159 49 12 11 475 2 0 52 15 1 11 15 150 52 0
split_gain=13.5653 2.12633 1.24873 0.862578 0.785027 0.783375 0.457905 0.421208 0.314798 0.314179 0.274506 0.271196 0.369361 0.26215 0.221582 0.194778 0.192448 0.169997 0.157285 0.155583 0.150495 0.140003 0.139055 0.137977 0.130672 0.120506 0.118176 0.113684 0.109193 0.14952
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.14285500000000004 -0.076394999999999977 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.14960000000000004 -0.061854999999999993 0.08154500000000002 -0.054984999999999992 0.08815000000000002 0.077415000000000012 -0.082014999999999991 -0.0091949999999999983 -0.14649999999999996 0.12418000000000001 1.0000000180025095e-35 0.13075500000000004 0.084680000000000019 -0.41942499999999994 1.0000000180025095e-35 -0.56176499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 15 7 13 11 10 -4 -7 17 20 22 -8 21 -2 18 -1 -12 -13 -3 23 -6 -5 -18 -15 -23 -21 -30
right_child=1 4 9 24 6 8 14 -9 -10 -11 19 12 -14 26 -16 -17 25 -19 -20 28 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00075918538359901291 0.00048177943843633622 0.00041177818452994451 0.00071065716695885707 0.00044421499412433771 0.00019768754993456956 0.00044242553522481638 0.00030564704849049936 0.00088367145643084163 0.00048311378918269762 0.00044046116289539873 0.00078516061666269944 0.00054908725167072839 0.00044350881837721269 0.00020960484693583018 0.00052781060040623209 0.00031332017418259013 0.0006398639963477587 0.00072051945432840831 0.00093095222301955093 0.00080532852925506286 0.00071421848233888907 0.00063518131653640957 0.00038771051147933012 0.00037314838440227906 0.00027302430303606778 0.0007805897667090974 4.1716819624507836e-05 0.0004475877124844762 0.00067191239438154596 0.00055211587997196275
leaf_weight=854 23 67 21 60 96 20 45 76 39 78 46 23 23 27 28 41 87 603 21 20 274 27 26 21 24 32 40 23 310 46
leaf_count=854 23 67 21 60 96 20 45 76 39 78 46 23 23 27 28 41 87 603 21 20 274 27 26 21 24 32 40 23 310 46
internal_value=0 0.000398154 0.000713503 0.000552803 0.0003189 0.000722572 0.000257086 0.00074069 0.000651984 0.000497775 0.000666884 0.000734646 0.000682892 0.000210584 0.00039086 0.000429618 0.000645972 0.000745851 0.000763308 0.000677522 0.000701431 0.000470372 0.000258004 0.000229181 0.000395303 0.000677706 0.000109373 0.000548888 0.000664353 0.000656433
internal_weight=0 667 2454 226 441 2355 283 1874 481 99 442 1798 320 210 73 158 142 1478 875 422 297 117 143 117 84 119 67 50 376 356
internal_count=3121 667 2454 226 441 2355 283 1874 481 99 442 1798 320 210 73 158 142 1478 875 422 297 117 143 117 84 119 67 50 376 356
is_linear=0
shrinkage=0.00196078


Tree=7704
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 14 4 2 1 1 2 457 2 4 131 2 16 0 43 47 151 3 52 16 47 11 16 2
split_gain=15.3969 2.33621 1.47714 1.40542 0.718139 0.609542 0.679269 0.577682 0.523459 0.332425 0.328589 0.271535 0.267086 0.19755 0.197402 0.179175 0.17367 0.207947 0.163803 0.152937 0.147035 0.138458 0.123235 0.11854 0.112424 0.120581 0.108322 0.103275 0.101137 0.0971928
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.13501500000000002 0.092845000000000025 0.089625000000000024 0.090425000000000019 0.080930000000000016 -0.0091949999999999983 -0.55119499999999988 0.086835000000000009 0.31358000000000003 0.10246000000000001 -0.074824999999999989 -0.084004999999999982 0.078345000000000012 -0.014594999999999999 -0.22605499999999998 0.039215000000000007 -0.14771999999999999 0.11370000000000001 0.075910000000000019 0.19444000000000003 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 6 22 11 26 13 -5 15 14 23 -13 -1 17 -7 21 29 -21 -2 -3 -6 25 -25 -4 -9 -26 -17
right_child=1 5 8 10 9 16 -8 27 -10 -11 -12 12 -14 -15 -16 19 -18 -19 -20 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.00097598863694291606 0.00039202586805620114 0.000372911881080226 0.0007717181290936106 0.00067922779268604389 0.00082177312519305789 0.00019615807455813732 0.0002609699910408291 0.0008530822600804123 0.00045496316206659757 0.0005520657180455434 0.00044428289181619782 0.00057445218292750163 0.00052960456078213094 0.00055128147131672093 0.00076357535212801236 0.00081139681972747691 0.00034012173978137036 -3.0548326333290807e-05 0.00060001733658068324 0.00062362060624464929 0.00076956524548195458 0.00052876845002174382 0.00055140209326960091 0.00054535170469213929 0.00077821792908527811 0.00070620899292951676 0.00064038838914513092 0.0010085809959005988 0.00062922209282131761 0.00077510948265452882
leaf_weight=21 175 20 90 37 52 70 99 24 32 48 60 23 23 24 274 907 22 20 20 36 101 34 58 20 141 172 33 52 20 413
leaf_count=21 175 20 90 37 52 70 99 24 32 48 60 23 23 24 274 907 22 20 20 36 101 34 58 20 141 172 33 52 20 413
internal_value=0 0.000430323 0.000530545 0.000765197 0.00077474 0.000297157 0.000368789 0.000792029 0.000678363 0.000706814 0.000533901 0.000784951 0.000733165 0.000724128 0.000748929 0.000796163 0.000183953 0.000145779 0.000430493 0.000793571 0.000731215 0.000414271 0.000505635 0.000734371 0.000721496 0.000689453 0.000736483 0.000959476 0.000759709 0.000800043
internal_weight=0 673 384 2448 2351 289 177 1874 155 477 97 1798 320 429 297 1478 112 90 229 1457 137 209 78 405 353 192 123 76 161 1320
internal_count=3121 673 384 2448 2351 289 177 1874 155 477 97 1798 320 429 297 1478 112 90 229 1457 137 209 78 405 353 192 123 76 161 1320
is_linear=0
shrinkage=0.00196078


Tree=7705
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 2 1 1 2 2 1 40 52 1 52 4 133 16 1 4 2 2 156 51 3
split_gain=12.7562 2.02707 1.10081 0.948685 0.813159 0.628865 0.561646 0.446029 0.440697 0.402891 0.350214 0.301081 0.212028 0.235908 0.17186 0.151517 0.13021 0.122483 0.118745 0.116639 0.140019 0.136326 0.128668 0.113055 0.110439 0.108834 0.102013 0.0823043 0.0815196 0.0768512
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.14285500000000004 0.092845000000000025 0.089625000000000024 0.090425000000000019 0.11474000000000002 0.13436000000000001 -0.077474999999999988 -0.56176499999999996 0.13075500000000004 0.047850000000000011 0.24564500000000003 0.11667000000000001 0.19444000000000003 0.16175000000000003 -0.55119499999999988 -0.0091949999999999983 0.092365000000000017 0.083310000000000009 -0.070629999999999984 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 16 12 -8 -10 17 -4 24 25 -2 28 -3 -7 -5 20 21 -19 -21 -6 -1 -14 29 -28 -11 -26
right_child=1 4 11 18 23 10 8 -9 9 15 -12 -13 13 -15 -16 -17 -18 19 -20 22 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00087790416291002693 0.00067403372816831372 0.00031891451711809032 0.00063993926670858324 0.00043444657858134235 0.00020679902734279041 0.00078169923305786474 0.00064468280990528904 0.00088022828325091008 0.00059993212534836923 0.00026487053244137295 0.00047467918461352557 0.00041356932565801604 0.00055977252810275179 0.00048954936263658811 0.00048286188306873029 0.00023120233780716612 0.00017522679064750803 0.00066558107425452229 0.00027163840489449845 0.00071947366200725 0.00048832060903115991 0.00050810112380513959 0.00055854726780318854 4.4494051221900742e-05 0.00066922641766873985 0.0007062772693888057 0.00068558240116874439 0.00079194926748088761 0.00039819079505311279 0.00074559261930911137
leaf_weight=21 130 48 37 61 77 34 30 76 31 20 39 58 21 23 21 30 49 177 24 145 24 24 22 21 53 272 222 32 149 1150
leaf_count=21 130 48 37 61 77 34 30 76 31 20 39 58 21 23 21 30 49 177 24 145 24 24 22 21 53 272 222 32 149 1150
internal_value=0 0.000406714 0.000708636 0.000554174 0.000330229 0.000717054 0.000373659 0.0007331 0.000421163 0.000392008 0.000652525 0.000501734 0.000726868 0.000680767 0.000647447 0.000359618 0.00024633 0.000668806 0.000388477 0.000659015 0.000629875 0.000646777 0.000698274 0.000172019 0.000736724 0.000695777 0.000734689 0.000698983 0.000382413 0.000742228
internal_weight=0 691 2430 236 455 2335 357 1870 260 230 465 95 1794 316 151 199 97 426 85 392 225 201 167 98 1478 293 1457 254 169 1203
internal_count=3121 691 2430 236 455 2335 357 1870 260 230 465 95 1794 316 151 199 97 426 85 392 225 201 167 98 1478 293 1457 254 169 1203
is_linear=0
shrinkage=0.00196078


Tree=7706
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 1 2 42 16 13 15 3 0 132 160 13 47 40 133 150 11 150 12 3 106 150 47 2 156 4
split_gain=0.537876 0.129508 0.0658465 0.0835395 0.0614276 0.0588611 0.0453808 0.0413367 0.0347209 0.0515299 0.0324309 0.0306539 0.0305313 0.0303496 0.0285405 0.0374412 0.0433658 0.0378857 0.0307604 0.0279982 0.0314552 0.0295581 0.0278536 0.0267031 0.0319722 0.0285379 0.0324754 0.049939 0.0301909 0.0261553
threshold=0.10124500000000002 -0.049509999999999992 0.14262000000000002 0.10331000000000001 -1.0000000180025095e-35 0.13075500000000004 0.092235000000000025 0.11159000000000001 0.062650000000000025 -0.47860499999999995 -0.41396999999999995 0.090900000000000009 -0.019414999999999998 0.078465000000000021 1.0000000180025095e-35 -0.064619999999999983 0.081320000000000017 -0.0061149999999999998 0.089405000000000012 0.11156000000000001 0.080455000000000013 0.11819500000000001 0.11586 0.31370500000000007 0.087690000000000004 -0.045534999999999992 0.078345000000000012 1.0000000180025095e-35 0.096220000000000014 -0.010384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 7 -2 13 19 23 9 -4 -11 14 -13 29 15 17 -17 -8 -16 20 -1 -21 -7 24 25 -3 28 -28 -27 -6
right_child=1 2 8 -5 5 22 11 -9 -10 10 -12 12 -14 -15 18 16 -18 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0077174618800562415 0.001081396012728953 0.0021514618295689369 0.0033474123902403966 0.010068499261424654 0.0086750524769564283 0.00070721497455530848 0.0040312360101206991 -0.00072415034464072623 0.0042487721075303853 0.00051891763827630456 -0.004975133401934396 0.0028810100991425937 0.0074368765577673916 0.0042180342532153574 0.008940495154057003 0.0055116809602858662 0.0098598132617771644 0.0080139444433766395 0.0059954258515499542 0.0025185252927864593 0.01075021913807307 0.0075627101227067981 0.0058098643948324025 0.0016796938760196601 0.00052782098064199092 0.0039160654421333645 0.010901102308361305 0.0041562438416092298 0.0079363943033275153 0.0063345093614934544
leaf_weight=1495 23 44 26 21 103 23 27 21 24 21 22 38 24 31 122 278 25 207 50 21 35 26 20 49 22 169 21 23 21 89
leaf_count=1495 23 44 26 21 103 23 27 21 24 21 22 38 24 31 122 278 25 207 50 21 35 26 20 49 22 169 21 23 21 89
internal_value=0 0.00436436 0.00336417 0.00393301 0.00603943 0.00646814 0.00740559 0.00358478 0.000972555 -0.000166999 -0.00229199 0.00677685 0.00464457 0.00712135 0.00696331 0.00660423 0.00587044 0.0075544 0.00808437 0.00771299 0.00778684 0.00530893 0.00308054 0.00384406 0.00419757 0.00448799 0.00492733 0.00737538 0.00436042 0.00759011
internal_weight=0 773 484 391 289 266 2348 370 93 69 43 771 62 223 709 537 303 234 172 1577 1530 47 43 349 300 278 234 44 190 192
internal_count=3121 773 484 391 289 266 2348 370 93 69 43 771 62 223 709 537 303 234 172 1577 1530 47 43 349 300 278 234 44 190 192
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=31
num_cat=0
split_feature=1 1 4 51 1 2 4 12 14 160 2 133 51 43 148 4 4 12 147 481 481 13 15 147 3 42 1 133 43 13
split_gain=0.43679 0.100435 0.0629732 0.0592789 0.0489796 0.0462241 0.055711 0.0421208 0.0408546 0.0353671 0.0314888 0.0336456 0.0313206 0.0303677 0.0295282 0.0334898 0.0277509 0.0270538 0.0265267 0.0264459 0.0309601 0.0250436 0.0247161 0.0488162 0.0307245 0.0233655 0.0252858 0.0228634 0.0370678 0.0338755
threshold=0.11690500000000002 0.095950000000000021 -0.021294999999999998 -0.40274499999999996 0.16773500000000005 0.11362000000000001 -0.064804999999999988 -1.0000000180025095e-35 0.062655000000000016 -0.24438999999999997 0.088125000000000023 0.085895000000000013 -0.17684999999999998 -0.52440999999999993 -0.066239999999999979 -0.033174999999999989 -0.52556499999999995 0.11903500000000002 0.089365000000000014 0.11290000000000001 0.071755000000000013 -0.064619999999999983 -0.076244999999999993 0.08955500000000001 -0.022174999999999997 0.088380000000000014 0.10658000000000002 -0.0081349999999999981 -0.087324999999999986 -0.10664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -2 14 8 -7 -3 13 -4 11 25 -9 -1 -5 21 -15 -17 19 20 27 -16 24 -24 -12 26 -11 28 -18 -29
right_child=3 2 9 4 -6 6 -8 12 -10 10 22 -13 -14 16 15 17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.003067603631114418 0.0073720860519204991 0.0030731211261202894 0.0083347630221396688 -0.00043547685871509698 -0.0021724246397969269 0.00029946471830563886 0.0058153443412132357 0.010853272783569992 0.0090269374548940066 0.0053394225006923078 -0.00010067672184151081 0.0018046640510543843 0.0066468382955097152 0.0097719071493033438 0.0028627744920196991 0.0022824033297084273 0.0039780288247129652 0.0055685514318091532 0.0039451408609183451 0.0037546497403777076 0.010419376892969012 0.0074311082110008492 0.0075526408745997383 0.0016770434977773291 0.003391067193505088 0.0039557411545707334 0.0095178457675501715 0.0033394866513845045 0.0074716836992544181 0.0066371201281373859
leaf_weight=22 27 30 20 26 21 21 143 20 83 30 36 22 154 31 21 238 32 28 33 28 24 28 31 26 84 31 28 32 596 1175
leaf_count=22 27 30 20 26 21 21 143 20 83 30 36 22 154 31 21 238 32 28 33 28 24 28 31 26 84 31 28 32 596 1175
internal_value=0 0.00643351 0.00517098 0.00285199 0.00251485 0.00672469 0.00510904 0.00653369 0.00685357 0.0042684 0.00398602 0.00530642 0.00713034 0.00676214 0.00280351 0.00307086 0.0068038 0.00262831 0.00675588 0.00680503 0.00685098 0.00547325 0.00315797 0.00487254 0.00234354 0.00617203 0.00735659 0.00680431 0.00729366 0.00654969
internal_weight=0 2732 512 389 362 2220 164 204 2056 308 288 111 174 1973 341 315 1951 266 1920 1887 1859 49 177 57 120 89 58 1835 628 1207
internal_count=3121 2732 512 389 362 2220 164 204 2056 308 288 111 174 1973 341 315 1951 266 1920 1887 1859 49 177 57 120 89 58 1835 628 1207
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=31
num_cat=0
split_feature=1 124 2 3 4 11 15 15 14 34 2 156 15 0 47 132 457 4 16 40 2 401 13 15 1 3 51 2 2 51
split_gain=0.3538 0.0832508 0.0565584 0.0510609 0.0477509 0.0384497 0.0521935 0.0569141 0.0390558 0.0364648 0.0665133 0.0399949 0.0401771 0.0383978 0.0341719 0.0304501 0.0304463 0.0581609 0.0295412 0.0271602 0.0260931 0.0252163 0.0274995 0.025123 0.0244694 0.0537743 0.0292627 0.0259099 0.039165 0.0233386
threshold=0.11690500000000002 -0.076779999999999987 0.10045500000000002 0.30112000000000005 0.27287000000000006 0.075910000000000019 1.0000000180025095e-35 -0.095244999999999982 0.078235000000000013 -0.010024999999999997 0.116525 0.10272000000000002 -0.067579999999999987 -0.061629999999999997 0.11170500000000001 0.10365500000000001 0.080930000000000016 0.033845000000000007 -0.090344999999999995 -0.049474999999999998 0.15950500000000004 1.0000000180025095e-35 -0.15416999999999995 0.10549000000000001 0.080270000000000022 -0.12018999999999998 0.11548000000000001 0.089605000000000018 0.093680000000000013 0.11326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 9 18 24 7 -7 -8 -2 -11 12 13 29 16 20 21 -18 -1 -15 -5 22 -4 -23 26 -26 -3 -27 -29 -12
right_child=3 2 14 15 -6 6 8 -9 -10 10 11 -13 -14 19 -16 -17 17 -19 -20 -21 -22 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0069084470971574781 0.00059548904497536245 0.0064232612471132157 0.0032120826747337734 0.00087992598145858057 -0.00087290817117762008 0.009136720571666956 0.013381113301412288 0.002515167464433169 0.0080330814661768567 0.0058828176630453932 0.0029334764348388446 0.0066322919400408874 -0.0016087219239798963 0.0027826432759563129 0.0011030921163702649 0.0034357302084312585 -0.0011554545814371003 0.0057062240818049762 0.0034416733635809133 -0.0021418016356793009 -0.0031446562730707232 0.00076282465280118317 0.0058932214651551511 0.0055984045667130319 0.0010207909625023603 0.005964598391742292 0.0037977966584466314 0.0013309032451586738 0.0066506682150065909 0.0070329857679704835
leaf_weight=32 44 1207 42 49 21 25 22 27 36 90 41 20 27 24 21 28 21 30 106 21 24 22 429 21 25 545 44 31 25 21
leaf_count=32 44 1207 42 49 21 25 22 27 36 90 41 20 27 24 21 28 21 30 106 21 24 22 429 21 25 545 44 31 25 21
internal_value=0 0.00579016 0.00592739 0.00256679 0.00356954 0.006182 0.00799912 0.00569861 0.0100616 0.00324526 0.00372309 0.00246092 0.00183832 0.00270814 0.00506405 0.000632129 0.00521127 0.00288083 0.00424556 0.000484569 -0.000443224 0.00544251 0.00565414 0.00312439 0.00607551 0.0055651 0.00633092 0.00575413 0.0037058 0.00432202
internal_weight=0 2732 2573 389 159 1987 110 52 58 288 244 154 134 107 586 101 565 51 138 45 73 514 471 43 1877 626 1251 601 56 62
internal_count=3121 2732 2573 389 159 1987 110 52 58 288 244 154 134 107 586 101 565 51 138 45 73 514 471 43 1877 626 1251 601 56 62
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 4 4 2 1 52 50 1 2 15 52 47 12 4 160 1 51 39 15 52 4
split_gain=10.3334 1.65388 0.997818 0.899436 0.604537 0.470569 0.355729 0.320835 0.288519 0.287886 0.326385 0.26672 0.212659 0.129451 0.129024 0.117146 0.111681 0.24486 0.0989224 0.0843682 0.0930351 0.0762376 0.08464 0.0757982 0.0735299 0.0885639 0.072455 0.0716041 0.0699179 0.0856107
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.092845000000000025 0.14285500000000004 0.42051500000000003 0.40473500000000007 0.089885000000000007 0.091195000000000012 -0.56176499999999996 0.086295000000000011 0.088975000000000012 0.097845000000000015 -0.41942499999999994 0.12492500000000002 0.090100000000000013 0.095780000000000018 0.022185000000000003 -0.067824999999999983 0.11669000000000002 -0.085989999999999997 0.093755000000000019 0.090455000000000021 0.40674500000000008 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 12 -5 10 -4 -6 13 28 -14 18 21 -18 -11 20 24 -16 -23 -12 25 -3 -20 -9 29 -1
right_child=1 2 9 8 11 -7 -8 27 -10 15 23 -13 14 -15 16 -17 17 -19 26 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076195233830872358 0.00061811409137135808 0.00020141368392719274 0.00037071838035100207 0.00056524410124258139 0.00057223056481309133 0.00043244789289780417 0.00038048711616990827 0.00080073280978759827 0.00034364693416528112 0.00019768013861499916 0.00029561957128598304 0.00035261971121227823 0.00070682043660681801 0.00059794963289460756 0.00061981969921386505 0.00027580366415136002 0.00035606731516956162 0.00060883602372400493 3.9978709537535902e-06 0.00044992279809187439 0.0004161511627977253 0.00059792847319089311 0.00052121494904339605 0.00016297008907983888 0.00022056232070071473 0.00033887403145644126 0.0001482780090670553 0.00068541706026895499 0.00055536784841209912 0.00065014541384383938
leaf_weight=27 76 21 76 37 73 48 22 47 58 35 22 30 43 216 440 22 23 41 32 20 31 228 73 67 36 127 23 37 29 1061
leaf_count=27 76 21 76 37 73 48 22 47 58 35 22 30 43 216 440 22 23 41 32 20 31 228 73 67 36 127 23 37 29 1061
internal_value=0 0.000345233 0.000311511 0.000616976 0.00038301 0.000624585 0.000628617 0.000631027 0.000429953 0.000224267 0.000276347 0.000508266 0.000626447 0.00064189 0.000602172 0.000147543 0.000596582 0.000517997 0.00011619 0.000328111 0.00031678 0.00060337 0.000579324 0.00019576 0.000300038 0.00031937 6.43332e-05 0.000749939 0.000650387 0.00065292
internal_weight=0 691 615 2430 338 2335 2287 2265 95 277 165 103 2181 1333 848 112 805 64 90 235 215 741 301 89 184 148 55 84 1117 1088
internal_count=3121 691 615 2430 338 2335 2287 2265 95 277 165 103 2181 1333 848 112 805 64 90 235 215 741 301 89 184 148 55 84 1117 1088
is_linear=0
shrinkage=0.00196078


Tree=7710
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 1 14 11 1 49 1 0 52 50 40 43 49 2 1 133 49 16 16 14
split_gain=11.8245 2.0585 1.04441 0.734482 0.691171 0.645145 0.505241 0.49095 0.406309 0.469389 0.405042 0.297596 0.254178 0.18943 0.185008 0.179612 0.145586 0.131752 0.141065 0.129325 0.124548 0.121798 0.109956 0.101723 0.0965979 0.0892529 0.0855642 0.131829 0.10445 0.0903297
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.13501500000000002 -1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.17966999999999997 0.089775000000000008 0.09253500000000002 0.062655000000000016 1.0000000180025095e-35 0.13436000000000001 -0.054984999999999992 0.091195000000000012 -0.13027499999999997 0.047850000000000011 0.041865000000000006 -0.077474999999999988 -0.14792499999999997 0.10084500000000002 0.31358000000000003 0.13075500000000004 -1.0000000180025095e-35 -0.073374999999999982 -0.36241499999999999 -0.52595999999999987 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 20 10 -8 -10 12 -4 16 17 26 -2 -1 18 -12 23 -3 -15 -19 -6 25 -5 -11 28 -28 -29
right_child=1 4 11 24 19 -7 8 -9 9 14 13 -13 -14 21 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00069780083558789742 0.00044201559918244777 0.00028106767664343163 0.00060306118335037775 0.00031131295912273214 0.00015586681148955787 0.00044082403380813357 0.00059062175501405805 0.00037901749263339929 0.00061336324597055449 0.00043493637356819946 0.00046259911130873762 0.0003741322304695433 0.00082024630888350662 0.00060424991688985859 0.00016983897230882689 0.00062697590885936092 0.00064214631113120241 0.00065027296155765644 0.00065123286685306433 0.00027597012333349598 0.00014053862373277143 0.00077852703003745527 0.00058910730821043066 2.4462900173186867e-06 0.00026433146482613546 0.000467506220377888 0.00032453547019127273 0.00038324507428150547 0.00048689287462655239 0.00023139758422918084
leaf_weight=1106 24 48 34 22 54 48 30 22 23 31 35 61 59 21 28 127 216 604 27 23 49 58 139 24 24 39 39 20 25 61
leaf_count=1106 24 48 34 22 54 48 30 22 23 31 35 61 59 21 28 127 216 604 27 23 49 58 139 24 24 39 39 20 25 61
internal_value=0 0.000366909 0.000657596 0.000515508 0.000289834 0.000665796 0.000330654 0.000670517 0.000376163 0.00034782 0.000673349 0.000456065 0.000694327 0.000640576 0.000317882 0.000597578 0.000688708 0.000631584 0.000544746 0.000146761 0.000210079 0.0007322 0.00063883 0.00010866 0.000369713 0.000411174 0.000341434 0.000321444 0.000387956 0.000268891
internal_weight=0 691 2430 236 455 2335 354 2287 257 227 2265 95 1381 884 204 151 1322 805 62 101 97 79 743 78 85 61 176 145 64 81
internal_count=3121 691 2430 236 455 2335 354 2287 257 227 2265 95 1381 884 204 151 1322 805 62 101 97 79 743 78 85 61 176 145 64 81
is_linear=0
shrinkage=0.00196078


Tree=7711
num_leaves=31
num_cat=0
split_feature=1 3 4 2 2 4 401 133 376 454 12 2 9 0 15 15 123 13 2 47 12 0 133 52 11 1 2 52 159 475
split_gain=0.394745 0.0950598 0.0494528 0.0492803 0.0405848 0.036281 0.035744 0.0366312 0.0470528 0.0376141 0.0366 0.030211 0.054822 0.0370451 0.0358018 0.02895 0.0285103 0.0323804 0.0421479 0.036571 0.0261533 0.0261727 0.0258132 0.0250759 0.0249408 0.0245886 0.0475357 0.0456466 0.04643 0.0316246
threshold=0.10337500000000001 -0.049509999999999992 0.40124500000000002 0.31358000000000003 0.092235000000000025 0.41257000000000005 0.088220000000000007 0.089200000000000015 0.088235000000000008 -0.037229999999999992 0.097825000000000009 0.11362000000000001 -1.0000000180025095e-35 -0.23001499999999997 -0.11033999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.07743499999999999 0.092875000000000013 0.081320000000000017 0.087215000000000015 -0.059114999999999994 0.08653000000000001 -0.067494999999999986 0.080455000000000013 0.086920000000000011 0.087675000000000017 0.26521500000000003 -0.46048499999999998 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 24 -2 7 9 -9 -3 11 12 22 -13 -14 -16 17 20 -19 -20 -6 -22 -11 -15 25 27 -27 29 -29 -1
right_child=1 3 -4 -5 16 -7 -8 8 -10 10 -12 13 14 23 15 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0039609974907601582 0.0058583854438741889 -0.00060824838117696351 0.0015818134283604611 -0.0017513866151642543 0.0095568147121053767 0.0031848566707871531 -0.0010260662643261076 -0.0016223454868491954 0.0038496486423537134 -0.00047210584743879737 -0.00018179085205442141 0.0070132256480230195 0.0098905695890805327 0.0005184922685346953 0.0043015560315689079 0.0086155694155465989 0.0034232391049249136 0.001407259008071075 0.0054588415344664918 0.0087231304194476163 0.0070460542793524738 0.0037992445814112826 0.0044917510478460999 0.0034551025260734607 0.009275921418198517 0.0061997395932181024 0.0017881057628143866 0.0072837807906224669 0.0012673585900458797 0.0070602629048499487
leaf_weight=34 192 20 22 23 33 69 21 33 30 20 21 22 23 41 60 21 49 24 474 37 144 30 22 100 35 403 26 23 29 1040
leaf_count=34 192 20 22 23 33 69 21 33 30 20 21 22 23 41 60 21 49 24 474 37 144 30 22 100 35 403 26 23 29 1040
internal_value=0 0.00362903 0.00630121 0.00275947 0.00634482 0.00515159 0.00299853 0.00320317 0.000983366 0.00360273 0.00385794 0.00413249 0.00517726 0.00319668 0.00640869 0.00542 0.00575947 0.00591375 0.00550284 0.0056952 0.00697577 0.00648626 0.00212801 0.00260119 0.00663602 0.0065766 0.00593237 0.00682205 0.00392847 0.00696215
internal_weight=0 718 2403 457 2381 261 434 413 63 350 330 309 146 163 104 81 791 742 535 511 207 174 42 141 1590 1555 429 1126 52 1074
internal_count=3121 718 2403 457 2381 261 434 413 63 350 330 309 146 163 104 81 791 742 535 511 207 174 42 141 1590 1555 429 1126 52 1074
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 2 1 2 4 0 11 3 47 14 1 1 1 15 0 1 2 12 159 41 4
split_gain=17.7572 3.04622 1.8305 1.32855 1.01609 0.940408 0.717281 0.550893 0.532342 0.486919 0.455278 0.393939 0.393291 0.283189 0.172004 0.233695 0.229656 0.17015 0.191101 0.194751 0.160613 0.127824 0.124047 0.153713 0.123427 0.279892 0.125641 0.113107 0.10595 0.11543
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.089885000000000007 0.092845000000000025 0.14753000000000002 0.27834500000000006 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.090100000000000013 -0.23083499999999998 0.11669000000000002 0.091195000000000012 0.16175000000000003 -0.15914499999999995 -0.13455999999999999 0.088975000000000012 0.099185000000000009 0.095780000000000018 0.082585000000000006 0.077565000000000009 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 12 10 -6 20 -5 13 -4 15 16 -12 18 -3 27 22 -14 -1 -24 26 -26 -18 -20 29 -25
right_child=1 2 7 11 9 -7 -8 -9 -10 -11 14 -13 21 -15 -16 -17 24 -19 19 -21 -22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=0.00098794214865740595 0.00084264058354469279 0.0005660289660565427 0.00047567288911737067 0.00075931032230188182 0.00077391910754257812 0.00056615295527758555 0.00049112901197822763 0.00053107086954037224 0.0010000648914404164 0.00048629202754350197 0.00064786983438826326 0.0005003748578727849 0.00021116712206832963 0.00028369784406553575 0.00062579442034749427 0.00092983980127248186 0.00083740574884921695 0.00058164926875544254 0.00046490357435690141 0.00025667124569536947 0.00081464462371146713 3.5530760932981583e-05 0.00073958586003403624 0.0010028077193421562 0.00053455536746803444 0.00083401253556503966 0.0007834192110009791 0.00033330152113382407 0.00073220195723514925 0.00087288457886092673
leaf_weight=35 76 33 40 37 72 48 22 37 84 33 36 58 66 113 20 58 402 33 105 29 216 21 34 27 20 30 282 33 20 1001
leaf_count=35 76 33 40 37 72 48 22 37 84 33 36 58 66 113 20 58 402 33 105 29 216 21 34 27 20 30 282 33 20 1001
internal_value=0 0.000472299 0.000426533 0.000828522 0.000523374 0.00083777 0.000843471 0.000308367 0.000846893 0.000683522 0.000840994 0.000601223 0.000274033 0.000333887 0.000805475 0.000809815 0.000800774 0.000451205 0.000429681 0.000402738 0.000863589 0.000168772 0.000873054 0.000869338 0.000808274 0.00071423 0.000815148 0.000433434 0.000873547 0.000876297
internal_weight=0 691 615 2430 338 2335 2287 277 2265 105 2181 95 240 153 848 828 770 233 200 167 1333 87 1117 1082 734 50 684 138 1048 1028
internal_count=3121 691 615 2430 338 2335 2287 277 2265 105 2181 95 240 153 848 828 770 233 200 167 1333 87 1117 1082 734 50 684 138 1048 1028
is_linear=0
shrinkage=0.00196078


Tree=7713
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 10 4 48 51 0 16 157 48 1 13 4 2 10 16 0 16 15 3 11 52 12 51 43 400 1212
split_gain=0.39474 0.101043 0.0653639 0.0496909 0.0845911 0.0498367 0.0485796 0.0480138 0.0592237 0.0411565 0.0395167 0.0482637 0.0860092 0.0733725 0.0406751 0.033216 0.0375254 0.0320885 0.031842 0.0302817 0.0487133 0.0342317 0.0299108 0.0281698 0.0381759 0.0385247 0.0465555 0.0299632 0.0576847 0.0305622
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 0.069930000000000006 -0.050494999999999991 0.14779000000000003 0.10532000000000001 0.22582000000000002 -0.42170999999999997 -1.0000000180025095e-35 0.084670000000000009 0.12577000000000002 -0.0075049999999999987 0.042705000000000007 0.13913500000000004 -0.0026549999999999994 -0.43320999999999993 -0.10474999999999998 -0.25582999999999995 -0.41396999999999995 0.10299500000000002 1.0000000180025095e-35 0.11125500000000001 0.085355000000000014 -1.0000000180025095e-35 0.042785000000000004 -0.064794999999999978 -0.014129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 17 -6 -5 8 10 15 -8 14 13 -13 -12 16 22 -2 -17 20 -4 -21 23 27 25 -25 -27 29 -29 -1
right_child=1 -3 19 6 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 18 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0081462350184040976 0.0031458348689526214 0.0074740786891445829 0.00036192525946413906 0.0063370204117841489 0.0065190521326647811 0.0022683463378625952 0.003810764004539868 -0.0021920059388503433 0.0072421711929824342 0.0018204755475744608 0.001244984413885201 -0.0073787761247894245 0.0030771942606116548 0.00044067192357033491 0.0073511729948222641 0.0068332476604862471 0.0022176384727936242 -0.0016365936209331265 0.004727002085653291 0.0022560402452654672 0.0064223119035540597 -0.0032468580289367732 0.0039927507114374426 0.012040339192996423 0.0043964274005875706 0.010442424646212853 0.0046226555723007084 0.010321540900749035 0.0050751564922146657 0.0065674518883324182
leaf_weight=134 47 66 36 38 168 33 110 20 28 20 24 21 47 28 20 108 20 20 214 20 21 26 44 30 21 28 27 23 236 1443
leaf_count=134 47 66 36 38 168 33 110 20 28 20 24 21 47 28 20 108 20 20 214 20 21 26 44 30 21 28 27 23 236 1443
internal_value=0 0.0037321 0.00338278 0.00377984 0.00479544 0.00582118 0.00296978 0.0025404 0.00288087 0.00633744 0.0023924 0.00127797 2.09651e-05 -0.00291052 0.00402052 0.00637625 0.00652758 0.00171824 0.00543344 0.00105437 0.0025947 -0.000854294 0.00657099 0.0066294 0.00821448 0.00915776 0.00758545 0.00653789 0.00554105 0.0067016
internal_weight=0 773 707 604 268 201 336 298 278 2348 250 140 96 49 44 2328 2006 67 322 103 57 46 1986 1942 106 85 55 1836 259 1577
internal_count=3121 773 707 604 268 201 336 298 278 2348 250 140 96 49 44 2328 2006 67 322 103 57 46 1986 1942 106 85 55 1836 259 1577
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=31
num_cat=0
split_feature=1 4 1 12 40 45 124 12 12 14 0 157 49 0 1 51 15 16 4 4 16 157 1453 51 12 4 42 3 132 14
split_gain=0.31974 0.0824231 0.0552255 0.0452724 0.0343117 0.0321143 0.0345548 0.0306663 0.0286406 0.0297668 0.037177 0.0397398 0.0488827 0.0566875 0.0492886 0.033006 0.032069 0.0274554 0.0485004 0.0510951 0.0361532 0.0350572 0.0303101 0.0302695 0.0563421 0.0295168 0.0260164 0.0273447 0.0254339 0.0283151
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.089085000000000011 0.051255000000000002 0.081955000000000014 -0.076779999999999987 0.092465000000000006 0.11734000000000001 0.062655000000000016 -0.10096999999999999 -0.025309999999999996 -0.0087849999999999977 -0.14226499999999997 0.085605000000000014 0.087505000000000013 -0.11033999999999998 0.0065250000000000004 -0.49013999999999996 -0.111605 0.19444000000000003 -0.025309999999999996 -0.07303999999999998 -0.016074999999999996 0.087385000000000004 -0.51253999999999988 0.096035000000000023 -0.079594999999999985 0.090145000000000017 -0.22253999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 28 5 6 -1 -5 9 10 11 -8 14 -14 -13 -16 -15 -12 20 -20 -19 -22 -21 24 -24 -23 27 -25 29 -3
right_child=1 2 -4 7 -6 -7 8 -9 -10 -11 17 12 13 16 15 -17 -18 18 19 22 21 25 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0035465951101842728 0.0064412265275724427 0.0052653406574390826 0.0013895256092131244 0.0080556859029456973 0.0015794089389964941 0.0095416847785765486 0.00023932163487188517 0.004276262933423201 0.0038772563412241253 0.0077206619271439408 0.0061132090149679207 0.0059412265048983202 0.010237874946108571 0.0073047489311326959 -0.0022933759482111783 0.0034517057519406081 0.0032906374244097004 0.010463172476738692 0.0011864966486188535 0.001320127903018147 0.0086171463876962666 0.0013785069528967143 0.011037061685188251 0.0046369227765932341 0.0055211196039255082 0.0068114415183663374 0.0069716917607804824 0.0011963516826543844 -0.00043960382357578385 0.002685314524263193
leaf_weight=72 78 50 161 25 20 22 20 152 77 81 1446 30 27 34 20 20 48 25 38 20 30 20 22 77 117 20 29 33 22 285
leaf_count=72 78 50 161 25 20 22 20 152 77 81 1446 30 27 34 20 20 48 25 38 20 30 20 22 77 117 20 29 33 22 285
internal_value=0 0.00335889 0.00301296 0.00350242 0.0057037 0.00573913 0.00570285 0.00481008 0.00577234 0.00583999 0.00576662 0.00446696 0.00493932 0.00626362 0.00287719 0.000579165 0.00495503 0.00590441 0.00520388 0.00463981 0.00719887 0.00603305 0.00508017 0.00535068 0.00639415 0.00409497 0.00430721 0.00360475 0.00285409 0.00307039
internal_weight=0 773 695 534 2348 2328 2306 177 2234 2157 2076 199 179 109 70 40 82 1877 431 336 95 70 298 278 139 40 139 110 357 335
internal_count=3121 773 695 534 2348 2328 2306 177 2234 2157 2076 199 179 109 70 40 82 1877 431 336 95 70 298 278 139 40 139 110 357 335
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 47 1 2 2 16 1 2 457 2 47 2 12 3 13 12 11 475 1 0 52 156 52 1
split_gain=16.2597 2.77562 1.44907 1.20975 0.849404 0.825749 0.55695 0.511735 0.404677 0.37853 0.297006 0.253768 0.241515 0.305731 0.237908 0.220461 0.214538 0.19031 0.176314 0.29862 0.200449 0.15235 0.191816 0.148731 0.145458 0.130482 0.123376 0.117227 0.152438 0.136622
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.11690500000000002 0.062655000000000016 0.085505000000000012 0.092845000000000025 0.14122000000000004 0.17025000000000004 -0.061854999999999993 0.089625000000000024 0.090425000000000019 0.080930000000000016 0.11704500000000001 0.10648500000000001 -0.0091949999999999983 -1.0000000180025095e-35 0.11658 -0.0087749999999999981 0.087695000000000009 0.077415000000000012 -0.069854999999999987 0.13075500000000004 -0.060129999999999996 0.12418000000000001 1.0000000180025095e-35 0.047850000000000011 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 16 12 10 -4 14 26 -9 21 17 23 -2 18 -14 20 -20 -3 22 -1 -6 -5 -23 -7 28 -25 -29
right_child=1 5 8 24 9 7 -8 11 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 25 -24 27 -26 -27 -28 29 -30 -31
leaf_value=0.00083683476168602442 0.00076321369439957267 0.00044656007031041887 0.00071794101050410815 0.00048791591644141023 0.00084926597252279437 0.00025730289131434275 0.00098443248715747618 0.00034358232042169877 0.00045720968882437626 0.00054721698456228717 9.671631347419334e-05 0.00058133431634649173 0.00060978029066187031 0.00054643827094319334 0.00055450646608483551 0.00054136804982965047 0.00065902991914281665 0.0007954748898970649 0.00067727489068227658 0.00041729779261834814 0.00022067954475560303 0.00080839593561317553 0.00102671528257687 0.0006849528362919741 0.00030729964921810947 0.00068860056858942125 0.00039988200464585917 0.00073556529930214468 0.00077166339695853463 0.00095499528097171403
leaf_weight=787 124 44 37 60 56 140 76 45 60 41 42 28 23 23 24 20 20 274 26 49 23 633 21 160 24 37 28 24 152 20
leaf_count=787 124 44 37 60 56 140 76 45 60 41 42 28 23 23 24 20 20 274 26 49 23 633 21 160 24 37 28 24 152 20
internal_value=0 0.000447396 0.000791524 0.000623316 0.000801214 0.000357261 0.000820018 0.000293356 0.000556664 0.000727341 0.000244196 0.000434775 0.000813068 0.000764229 0.000744279 0.000732402 0.000468899 0.000781095 0.00044212 0.000507423 0.000369019 0.000823642 0.00084177 0.000755334 0.000436311 0.00080178 0.000281066 0.000740558 0.000727196 0.000835306
internal_weight=0 673 2448 228 2351 445 1874 283 97 477 210 73 1798 320 436 144 162 297 142 75 67 1478 808 412 84 670 168 356 312 44
internal_count=3121 673 2448 228 2351 445 1874 283 97 477 210 73 1798 320 436 144 162 297 142 75 67 1478 808 412 84 670 168 356 312 44
is_linear=0
shrinkage=0.00196078


Tree=7716
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 2 1 14 11 0 52 49 1 12 40 1 39 49 50 15 3 3 11 47 151 151
split_gain=12.9012 1.98184 1.12693 0.949533 0.880566 0.615254 0.529095 0.511312 0.436276 0.330042 0.313728 0.29178 0.197284 0.201628 0.189542 0.176924 0.165066 0.155393 0.137913 0.135148 0.133591 0.126783 0.122617 0.118293 0.116492 0.162036 0.11483 0.106988 0.101075 0.0997512
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.40124500000000002 0.089885000000000007 -1.0000000180025095e-35 0.10855000000000002 0.14960000000000004 0.077845000000000011 0.062655000000000016 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 -0.054984999999999992 0.085605000000000014 0.082480000000000012 -0.077474999999999988 0.13075500000000004 0.095830000000000012 0.10084500000000002 0.041865000000000006 -0.41942499999999994 0.149315 -0.017889999999999996 0.095165000000000013 0.091680000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 11 18 -9 12 -4 16 13 14 -8 -2 -1 28 -3 -5 24 -15 23 -6 25 -10 -14 -17 -18 -25
right_child=1 4 10 19 22 -7 9 8 20 -11 -12 -13 26 21 -16 27 17 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00065412100108388105 0.00039059776337999926 0.00022645177291239529 0.00057933814901889866 0.00033477074162291935 0.00012021001201359765 0.00032283441097994342 0.00038151146401701932 0.00045171366449157604 0.0001802941133815145 0.00036654399011177354 0.00033425360306101043 0.00077963181684365026 0.00072050802218608372 0.0006024255450810805 0.00059661238091666491 0.00063675674932454917 0.00040659175091792667 0.00062276695178722821 7.6105826137055986e-05 0.00016067308530491454 0.00015673832965191914 0.00053742359738536663 0.00018578783346170151 5.5673193286543252e-05 0.00021624008197264344 0.00037487699150206796 0.00055060727357426106 0.0005191671646247476 0.00057319700352701484 -0.00012711609429923293
leaf_weight=892 23 45 28 60 29 27 36 68 21 26 71 59 65 615 28 60 21 382 49 24 34 142 23 22 50 76 20 59 42 24
leaf_count=892 23 45 28 60 29 27 36 68 21 26 71 59 65 615 28 60 21 382 49 24 34 142 23 22 50 76 20 59 42 24
internal_value=0 0.000300974 0.000608506 0.000450276 0.000224461 0.000617122 0.000620535 0.000271294 0.000317809 0.000584357 0.00040357 0.000644688 0.000590608 0.000581298 0.000475618 0.000548028 0.000638733 0.000607887 0.00014808 0.000285029 0.000267502 0.000590232 6.05432e-05 2.21349e-05 0.000293121 0.000332751 0.000680531 0.000578456 0.000517662 -3.96951e-05
internal_weight=0 667 2454 226 441 2355 2328 343 249 932 99 1396 906 821 64 142 1337 445 94 84 181 757 98 75 147 97 85 119 63 46
internal_count=3121 667 2454 226 441 2355 2328 343 249 932 99 1396 906 821 64 142 1337 445 94 84 181 757 98 75 147 97 85 119 63 46
is_linear=0
shrinkage=0.00196078


Tree=7717
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 2 14 2 4 1 4 1 0 4 1 47 0 50 3 12 475 52 4 48 2 16 3 16 4
split_gain=20.4879 3.21739 2.04177 1.70959 1.06736 1.0479 0.643424 0.58928 0.504861 0.550104 0.478582 0.411022 0.339617 0.413994 0.234506 0.387795 0.21605 0.213319 0.193035 0.186965 0.159594 0.137481 0.140727 0.159839 0.131285 0.121271 0.133677 0.119098 0.110209 0.109951
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.092235000000000025 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.077845000000000011 0.40473500000000007 0.085110000000000005 -0.098289999999999975 -0.013125 0.086920000000000011 0.078875000000000015 0.18019500000000002 0.086295000000000011 -0.14186499999999996 0.090285000000000018 -0.088274999999999978 0.40674500000000008 -0.51253999999999988 0.083685000000000009 0.087625000000000022 0.013515000000000001 -0.10217499999999997 -0.091354999999999978 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 5 4 7 -3 14 12 9 -4 -5 -7 21 16 17 20 28 19 -10 -6 -16 -1 23 -23 -12 26 -25 -21 -14 -2
right_child=1 2 8 10 6 11 -8 -9 18 -11 24 -13 13 -15 15 -17 -18 -19 -20 27 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082111687300393638 0.00093758171095567589 0.00049284598140385684 0.00054668820525651809 0.00085096461515800619 0.00099935538387357957 0.00080817346068747669 0.00062423008547341028 0.0011206528682033143 0.0001972093132186543 0.00031558566410492926 0.00042953690136569779 0.00053923055388217182 0.00055635278604500315 0.00090590084043146461 0.00090601940325684902 0.00062820208309652501 0.00089032679455342629 0.00069417859117190043 0.00040210091854228164 0.00073953486290298585 0.00081026104915902033 0.0011225447406510568 0.00079815844288262563 0.00097399738483683784 0.00061056045802608235 0.00092108956347265042 0.00084737912959052884 0.00089256034696408315 0.00075282008408585478 0.00077080126124826358
leaf_weight=33 55 233 66 28 63 74 48 62 90 99 24 31 21 409 103 36 24 20 22 21 191 21 23 561 43 358 34 284 23 21
leaf_count=33 55 233 66 28 63 74 48 62 90 99 24 31 21 409 103 36 24 20 22 21 191 21 23 561 43 358 34 284 23 21
internal_value=0 0.000510893 0.000463859 0.000893527 0.000904017 0.000566136 0.000844019 0.000933309 0.000339059 0.000408027 0.000635684 0.000728771 0.000925601 0.000882347 0.000858712 0.000820288 0.000740678 0.000891393 0.000237456 0.000902111 0.000843809 0.000945632 0.000949754 0.000953334 0.000545716 0.000949605 0.000966762 0.000882024 0.000659052 0.000891498
internal_weight=0 691 615 2430 2335 338 766 1569 277 165 95 105 1507 477 718 330 68 388 112 368 294 1030 997 974 67 953 595 305 44 76
internal_count=3121 691 615 2430 2335 338 766 1569 277 165 95 105 1507 477 718 330 68 388 112 368 294 1030 997 974 67 953 595 305 44 76
is_linear=0
shrinkage=0.00196078


Tree=7718
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 47 1 14 2 2 49 4 1 49 376 52 43 159 15 1 150 2 12 15 47 49 16 1
split_gain=12.6178 2.12558 1.13724 0.864927 0.725135 0.704749 0.420159 0.373054 0.330689 0.285204 0.212397 0.206591 0.173601 0.164615 0.342672 0.260044 0.161235 0.136824 0.136348 0.135857 0.130595 0.127223 0.12264 0.16946 0.116222 0.110539 0.101465 0.101416 0.0991609 0.0974874
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.089885000000000007 0.085505000000000012 0.09253500000000002 0.062655000000000016 0.14960000000000004 -0.090999999999999984 -0.054984999999999992 -0.013514999999999998 0.086920000000000011 -1.0000000180025095e-35 0.080200000000000007 0.12418000000000001 0.05259500000000001 0.082585000000000006 1.0000000180025095e-35 0.090540000000000023 1.0000000180025095e-35 0.11237500000000002 0.090285000000000018 -0.41942499999999994 0.091680000000000011 -0.054984999999999992 -0.059624999999999991 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 19 6 9 10 -4 11 17 -1 -2 18 24 -16 28 20 -8 22 -6 -13 23 -3 -15 -12 -14 -24 -9 -5
right_child=1 4 8 29 7 -7 13 16 -10 -11 25 21 26 14 15 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050653715222848182 0.00045304395240959404 0.00055807791358115618 0.00061394184368051326 0.00040108411292868112 0.00016572934122081979 0.00043959389067881933 0.00068803952840653044 0.00033557572693547949 0.00037399471934259851 0.00083427066054602491 0.00018811375203697293 0.00070705562430632848 0.00069426934433315158 0.00067983205641108902 0.00035012701541501908 0.00063877126603734255 0.00019498461104162476 0.0003536212414666044 0.00060767700093236848 0.00028617766381109711 0.00033643232701114972 0.00065674672981053529 0.00041413669749328427 0.00035703500276925169 0.00060878087822121793 2.57406815916172e-05 0.00058067440937111339 0.00024083439991170284 0.00051054667024051442 0.00025322013501316809
leaf_weight=22 23 40 34 60 96 48 383 33 63 59 27 1088 62 153 30 20 20 26 103 38 21 235 37 27 210 40 59 20 20 24
leaf_count=22 23 40 34 60 96 48 383 33 63 59 27 1088 62 153 30 20 20 26 103 38 21 235 37 27 210 40 59 20 20 24
internal_value=0 0.000363012 0.000666161 0.00051696 0.000284135 0.000674745 0.000679646 0.000224249 0.0004581 0.000700839 0.000182276 0.000694986 0.000609198 0.000646549 0.000617766 0.000465585 0.000344995 0.00022496 0.000671008 0.00038875 0.000196368 0.000698119 0.000420184 0.000477061 0.000638728 9.11746e-05 0.00063888 0.000353329 0.000401602 0.000358837
internal_weight=0 673 2448 228 445 2351 2303 283 97 1404 210 1345 144 899 413 50 73 143 486 162 117 1323 124 67 363 67 121 57 53 84
internal_count=3121 673 2448 228 445 2351 2303 283 97 1404 210 1345 144 899 413 50 73 143 486 162 117 1323 124 67 363 67 121 57 53 84
is_linear=0
shrinkage=0.00196078


Tree=7719
num_leaves=31
num_cat=0
split_feature=1 3 1 46 123 2 4 10 123 15 3 403 3 12 132 15 3 15 15 13 3 43 4 3 159 4 42 124 457 484
split_gain=0.544884 0.11961 0.0642757 0.0698432 0.0607131 0.0477893 0.0454044 0.0438995 0.0354095 0.032322 0.0596166 0.0355028 0.0776024 0.0359822 0.0384473 0.0361449 0.0348536 0.037322 0.0347591 0.0472987 0.0637962 0.0358391 0.0333118 0.0364182 0.0312522 0.0299223 0.0277534 0.0271906 0.0383698 0.0259554
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 1.0000000180025095e-35 0.13501500000000002 0.41257000000000005 -0.062879999999999978 0.11679000000000002 0.040760000000000005 -0.15447499999999995 -0.082969999999999988 -0.095524999999999985 0.092550000000000007 0.082150000000000015 -0.024814999999999997 0.092670000000000016 -0.17952999999999997 -0.076244999999999993 0.054800000000000008 -0.091354999999999978 -0.073959999999999984 -0.27825499999999997 -0.15327499999999997 0.03981500000000001 -0.031404999999999995 -1.0000000180025095e-35 -0.080389999999999989 0.048635000000000005 0.08764000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 8 5 9 -2 -4 26 11 -11 12 -1 14 16 -16 17 -13 24 20 -20 -22 -19 -24 -15 -18 -3 28 -6 -28
right_child=1 2 7 -5 27 -7 -8 -9 -10 10 -12 13 -14 18 15 -17 25 22 19 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00025925346184521917 0.0067964211363357096 0.0065666021357174038 -0.0030829715320751781 0.0095950299501419076 0.0011792514364060481 0.0042901786306174475 0.0036930359936377501 0.0020751079846802471 -0.00056583441561087967 0.011662670096848161 0.0077286076819934367 0.01168152816179726 0.0067138589967242618 0.0067795263739820616 0.007427780871296784 0.0020331345397331143 0.0078451288501835536 0.01054232499816201 -0.0008704660586226964 0.0081837100714134674 0.0078844243461000073 0.0038453437003920692 0.0036008548922836781 0.0078400738016584214 0.010699737001210451 0.0038471151417933214 0.0031551448408268638 0.007330905547314615 0.0062013542408059386 0.0061654273842577829
leaf_weight=20 179 32 21 20 32 48 64 77 20 40 1041 27 79 109 27 23 36 44 20 42 35 59 21 579 25 39 273 28 29 32
leaf_count=20 179 32 21 20 32 48 64 77 20 40 1041 27 79 109 27 23 36 44 20 42 35 59 21 579 25 39 273 28 29 32
internal_value=0 0.00417454 0.00325138 0.00384447 0.00731403 0.00741261 0.00597907 0.000969805 0.0035223 0.00747875 0.00787418 0.00711803 0.00530515 0.00728329 0.00763073 0.00494624 0.00781065 0.00803917 0.00632965 0.00531498 0.00425808 0.00534926 0.00788646 0.0076917 0.00751091 0.00576616 0.00376492 0.00475102 0.00356681 0.00347098
internal_weight=0 718 475 377 2403 2314 243 98 357 2266 1081 1185 99 1086 796 50 746 671 290 156 114 94 644 600 134 75 337 89 61 305
internal_count=3121 718 475 377 2403 2314 243 98 357 2266 1081 1185 99 1086 796 50 746 671 290 156 114 94 644 600 134 75 337 89 61 305
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=31
num_cat=0
split_feature=1 12 1 51 1 4 14 1375 4 3 13 39 52 16 3 2 0 15 52 14 4 3 150 13 13 0 151 4 16 15
split_gain=0.445454 0.101219 0.0609153 0.0548829 0.0463277 0.0452212 0.0428338 0.0352894 0.0399083 0.0627245 0.0612421 0.0508655 0.044563 0.0308069 0.0307125 0.0457275 0.0366392 0.0303296 0.0532341 0.0368968 0.0300369 0.0323084 0.0435331 0.0377879 0.0612492 0.0297092 0.0271242 0.0274533 0.029878 0.0270929
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 -0.40274499999999996 0.16773500000000005 0.053180000000000012 -0.10708499999999999 -0.096099999999999977 0.26450500000000005 -0.0037349999999999996 -0.07965499999999999 1.0000000180025095e-35 -0.021869999999999997 -0.54165499999999989 -0.13309499999999996 0.081685000000000021 -0.072269999999999987 0.040760000000000005 -0.046924999999999988 0.077685000000000018 -0.15464999999999998 -0.061964999999999992 0.11656000000000001 0.05868000000000001 -0.070999999999999994 -0.23091999999999999 1.0000000180025095e-35 0.40124500000000002 -0.43320999999999993 -0.065449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 -2 20 14 -4 -8 9 11 -11 -9 -13 -10 15 -3 -16 18 -17 -19 -5 23 -23 24 -22 -1 27 28 -7 -30
right_child=3 5 6 4 -6 26 7 8 13 10 -12 12 -14 -15 16 17 -18 19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0099575017821853587 0.0071158014186140572 0.011901058525674874 0.0078737016789091289 0.0057447067244599265 -0.0021164784540555308 0.0075000802489618469 7.407318889385178e-05 -0.0005070059071941715 0.0043479553036912177 0.0030900626155614323 0.0080959077016163027 0.0032343587877489083 0.008604171932674945 0.00012151447656963554 0.0069373534466269857 0.0077146698048454719 0.0056965886374727194 0.012658120860855672 0.0023448329675981468 0.0070692611194250205 0.0018320962341259355 0.0022542156450951392 -0.0026273530791513624 0.0011183464994516086 0.0086911396558086076 0.0061333088635302409 0.0089441611121098205 0.0024162371744281584 0.0058226583028325347 0.0031078695853856125
leaf_weight=23 27 27 32 30 21 60 21 27 34 35 81 68 20 35 1443 80 285 21 24 27 23 211 20 27 30 174 21 31 107 56
leaf_count=23 27 27 32 30 21 60 21 27 34 35 81 68 20 35 1443 80 285 21 24 27 23 211 20 27 30 174 21 31 107 56
internal_value=0 0.00638341 0.00517103 0.00276653 0.00244214 0.006689 0.00438484 0.00403704 0.00431445 0.00494481 0.00658552 0.00328983 0.00445477 0.00220411 0.00686188 0.00810876 0.00673271 0.00743513 0.00647548 0.00951439 0.00272288 0.00243138 0.00183157 0.00416335 0.00571457 0.00657979 0.00549018 0.00520462 0.00559224 0.00488997
internal_weight=0 2732 550 389 362 2182 353 321 300 231 116 115 88 69 1907 179 1728 152 104 48 341 311 231 80 53 197 275 254 223 163
internal_count=3121 2732 550 389 362 2182 353 321 300 231 116 115 88 69 1907 179 1728 152 104 48 341 311 231 80 53 197 275 254 223 163
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=31
num_cat=0
split_feature=1 1 457 4 10 10 2 123 3 155 0 15 0 43 2 2 0 4 2 4 4 16 14 133 151 403 15 147 49 4
split_gain=0.360818 0.083105 0.0600516 0.0520804 0.0498865 0.0470061 0.0992077 0.0425728 0.0399925 0.0455323 0.0390856 0.0553814 0.0368072 0.0551435 0.101288 0.0477256 0.0613304 0.0430787 0.0349724 0.0341339 0.0317827 0.038957 0.0422479 0.0287989 0.0273009 0.0279034 0.0305355 0.0304162 0.0269006 0.0293756
threshold=0.11690500000000002 0.095950000000000021 0.079590000000000008 0.26790000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.11510000000000002 0.084475000000000008 -0.11171999999999999 0.11562500000000002 0.0059850000000000016 -0.090644999999999989 -0.074479999999999977 -0.084004999999999982 0.08734500000000002 0.097070000000000004 -0.0058249999999999994 -0.46376499999999993 0.10803500000000001 -0.085594999999999991 -0.059649999999999988 0.066275000000000014 -0.22253999999999999 0.089405000000000012 1.0000000180025095e-35 -0.53101999999999994 -0.21699999999999997 0.089365000000000014 -0.0069299999999999995 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 8 10 6 -6 -5 9 -3 11 -2 18 14 -14 -16 23 -15 19 -1 -8 22 -22 -17 25 -21 -27 -28 -10 -30
right_child=4 2 -4 7 5 -7 20 -9 28 -11 -12 -13 13 17 15 16 -18 -19 -20 24 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0073630265211777806 0.0037629026465583596 0.011291790350029867 0.0021862421378352529 0.0041097238325369613 0.0067619575649991428 0.00020081615748495098 0.0056375725127649143 -0.0011135463352547959 0.0068406156038578886 0.005992896224022843 -0.0034222759705569063 -0.0025788188302179891 -0.0031005889002699407 0.0082384964325539177 0.0081147022569423612 0.0070616533324013636 -0.0010973824145780369 0.0053637198705148324 0.0033756602433554477 0.0034251408255659048 0.0053574488806613797 -0.0022607045201584698 0.0014229052756071234 0.0022243951959535482 0.0042881564642019117 0.008685059652791597 0.0062544683090636479 0.0025035947889343584 0.0040142876151153094 0.0076234790411455408
leaf_weight=255 40 24 86 71 72 48 26 20 65 50 21 21 20 63 29 32 22 302 42 35 37 20 104 20 78 51 1249 22 170 26
leaf_count=255 40 24 86 71 72 48 26 20 65 50 21 21 20 63 29 32 22 302 42 35 37 20 104 20 78 51 1249 22 170 26
internal_value=0 0.00574507 0.00459661 0.00508321 0.00248988 0.00307515 0.00360784 0.00296175 0.00565948 0.00771146 0.000298697 0.00157969 0.00600993 0.00524283 0.00341165 0.00467616 0.00332863 0.00585991 0.00622607 0.00629691 0.00239343 0.00186953 0.00245537 0.00520117 0.00610746 0.00621203 0.00628582 0.00618954 0.0050777 0.00449306
internal_weight=0 2732 512 426 389 307 259 91 335 74 82 61 2220 488 123 103 74 365 1732 1690 187 161 141 52 1435 1357 1322 1271 261 196
internal_count=3121 2732 512 426 389 307 259 91 335 74 82 61 2220 488 123 103 74 365 1732 1690 187 161 141 52 1435 1357 1322 1271 261 196
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 14 2 4 49 4 1 1 2 124 123 11 3 11 50 4 4 14 3 13 3
split_gain=22.2931 3.64803 1.9017 1.82591 1.27855 1.06355 0.734696 0.620447 0.601005 0.60035 0.450273 0.372906 0.367977 0.329784 0.301043 0.260482 0.235603 0.288351 0.217619 0.214105 0.210089 0.219976 0.218629 0.186331 0.159187 0.158179 0.147864 0.171319 0.148214 0.142424
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.062655000000000016 -0.090999999999999984 -0.15464999999999998 -0.054984999999999992 0.27834500000000006 0.13075500000000004 0.086920000000000011 0.086000000000000007 -0.081214999999999982 0.106035 1.0000000180025095e-35 -0.11171999999999999 0.08776500000000001 0.041865000000000006 0.061775000000000004 -0.0073899999999999999 -0.46166999999999997 -0.015584999999999998 -0.08971999999999998 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 18 24 -4 14 11 -1 -9 -2 20 -5 -13 -18 -3 26 21 -7 -22 -6 -8 -23 -14 -28 -29 -27
right_child=1 4 8 15 23 9 7 12 -10 -11 -12 16 19 -15 -16 -17 17 -19 -20 -21 22 25 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.00067835364112242026 0.00061558387595572642 0.00039510020708096111 0.00083910107414958933 0.00053610479741454653 0.0001466608125826015 0.00072059179164893599 0.00081322684388636314 0.00070449364828128439 0.00051562287982401353 0.00061892720143342345 0.0011022610694716656 0.00095064042740685111 0.00059348887463004187 0.00087171912632775139 0.00062542964065191785 0.00029440444142381158 0.00090975411288847573 0.00070687226870520998 0.00020838817971487671 0.00023283460042804627 0.0010665695358286886 0.00089693907215046163 0.00085594501074460333 0.00034840015304661521 0.00059793083436650459 0.00089312089818055366 0.00025592897406907057 0.0003667198096438512 0.00051082961761844887 0.0008001338682459908
leaf_weight=22 23 48 34 60 75 42 23 20 63 41 62 1082 23 121 20 24 378 29 48 20 40 322 36 23 31 98 20 46 68 179
leaf_count=22 23 48 34 60 75 42 23 20 63 41 62 1082 23 121 20 24 378 29 48 20 40 322 36 23 31 98 20 46 68 179
internal_value=0 0.000495111 0.000898059 0.000696791 0.000391778 0.000909159 0.000447632 0.00050343 0.000629007 0.000849859 0.000938489 0.000931769 0.00045239 0.000830809 0.000862706 0.000467048 0.000935513 0.000895298 0.000301744 0.000423904 0.000869325 0.000857768 0.0009668 0.000194008 0.000689631 0.000867386 0.000448244 0.000423314 0.00045268 0.000833032
internal_weight=0 673 2448 228 445 2351 347 251 97 778 1573 1511 197 144 737 84 1489 407 96 177 717 641 76 98 54 599 157 134 114 277
internal_count=3121 673 2448 228 445 2351 347 251 97 778 1573 1511 197 144 737 84 1489 407 96 177 717 641 76 98 54 599 157 134 114 277
is_linear=0
shrinkage=0.00196078


Tree=7723
num_leaves=31
num_cat=0
split_feature=1 1 12 0 16 0 10 123 2 14 4 49 16 159 147 2 4 150 34 45 4 3 3 48 48 11 11 16 484 43
split_gain=0.372582 0.0825466 0.0697555 0.0430769 0.0868653 0.0480505 0.0547832 0.0414064 0.0362685 0.030641 0.0277057 0.0274571 0.039012 0.0274713 0.0358254 0.0331999 0.0380691 0.0265539 0.0265173 0.0255069 0.0269645 0.0437267 0.037505 0.0359208 0.0348324 0.030076 0.0448921 0.0423393 0.0292585 0.0472217
threshold=0.10337500000000001 0.13075500000000004 1.0000000180025095e-35 -0.10474999999999998 -0.39185999999999993 -0.082084999999999977 -0.062879999999999978 1.0000000180025095e-35 0.13501500000000002 -0.22253999999999999 0.50822500000000004 0.0093850000000000027 -0.23935499999999996 0.082585000000000006 0.089810000000000015 -1.0000000180025095e-35 0.27287000000000006 0.083250000000000005 -1.0000000180025095e-35 0.081955000000000014 -0.082249999999999976 0.092670000000000016 -0.14989499999999997 0.092475000000000016 0.078735000000000013 0.082245000000000013 0.078065000000000009 0.38525000000000004 0.064170000000000019 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 4 -3 -5 -7 8 19 10 -2 13 -13 14 15 -11 -17 -4 -8 20 23 22 -22 24 25 26 28 -27 -1 -30
right_child=1 3 17 5 -6 6 18 -9 -10 11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0069760438152747448 0.0083663423103280381 0.00086353630899931456 0.006062018694572284 -0.0022925500743881319 0.0085922198656659867 -0.0018043860662615889 -0.00038458551425719635 0.0039218517656050876 0.0033997361838070598 0.0019580700688363452 0.0031027200748212636 0.0042650985438376669 -0.0013008820199448727 0.0013248237669467927 0.00089012903730950458 0.0072695325850308384 0.0022100681252777577 0.0026370495942851101 0.0036180216498905796 0.009291627293882462 0.0026229627401335165 0.0027040658302877737 0.0060815271294932241 0.0029941446706652644 0.010768356085331603 0.00095872058133993825 0.01156797766685486 0.0072361968203701766 0.0006820720434188843 0.0072012403346598149
leaf_weight=458 20 33 175 33 26 31 20 89 48 28 20 20 34 50 28 58 20 26 96 26 32 41 1554 25 22 21 20 22 20 25
leaf_count=458 20 33 175 33 26 31 20 89 48 28 20 20 34 50 28 58 20 26 96 26 32 41 1554 25 22 21 20 22 20 25
internal_value=0 0.00344239 0.00419978 0.00192445 0.0042694 0.00115582 0.00192995 0.00603848 0.00611988 0.00317366 0.00573453 0.00274326 0.000760592 0.00332514 0.00407152 0.00491189 0.00597223 0.00561899 0.00292792 0.0061775 0.00614136 0.00592839 0.00601175 0.0067066 0.00686444 0.0067127 0.00692172 0.00417045 0.00673698 0.00430383
internal_weight=0 718 479 239 59 180 147 2403 2314 278 40 238 54 184 134 106 78 201 116 2266 2240 1627 1586 613 588 566 523 43 503 45
internal_count=3121 718 479 239 59 180 147 2403 2314 278 40 238 54 184 134 106 78 201 116 2266 2240 1627 1586 613 588 566 523 43 503 45
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 49 4 12 49 1 150 40 50 4 1 2 0 0 4 14 1 16 0
split_gain=22.651 3.60828 1.90865 1.54457 1.25067 1.11035 0.847385 0.676709 0.672647 0.642254 0.597545 0.376201 0.600239 0.323241 0.314359 0.291149 0.284253 0.280179 0.225234 0.204858 0.198784 0.195951 0.186489 0.17198 0.170318 0.166704 0.151648 0.154707 0.192078 0.14976
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14285500000000004 -0.10607499999999999 0.082865000000000008 -0.15289999999999995 0.09141500000000001 -0.054984999999999992 0.085345000000000018 1.0000000180025095e-35 -0.077714999999999992 0.041865000000000006 -0.52556499999999995 0.13075500000000004 -1.0000000180025095e-35 -0.14454499999999995 -0.060129999999999996 0.053180000000000012 -0.46166999999999997 0.11414000000000001 -0.0073349999999999986 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 18 11 -8 -4 17 12 16 -10 20 -2 23 25 -3 -6 -13 -5 -22 -1 -16 29 -15 28 -28 -7
right_child=1 4 9 21 19 10 8 -9 13 -11 -12 14 -14 26 24 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00090050622751287608 0.00051736004701406649 0.00029641450732114316 0.00074955605666597309 0.00044491624872023663 6.6074209360001901e-05 0.00080089307866308083 0.00060804679248544207 0.0010157661095369218 0.0005944950732530332 0.00041516138921288029 0.00049600061862656915 0.0010464373377023959 0.00095353789189282583 0.00047446524152179169 0.0008038366702874314 0.00075802457748423745 0.00056291544187774272 0.00056639721331010065 0.00010629837593296543 0.00026496816258828352 0.00071036516240349519 0.00023528227439527613 0.00085375459112366485 0.00066914897436409998 0.00066543069303383188 0.00070022391144436609 0.00042812321010433246 0.00023675240696348641 0.00020317986785598537 0.00063602261861368619
leaf_weight=21 23 46 34 60 85 268 54 76 20 63 39 20 35 24 449 121 57 30 50 26 36 24 1113 30 37 117 54 66 20 23
leaf_count=21 23 46 34 60 85 268 54 76 20 63 39 20 35 24 449 121 57 30 50 26 36 24 1113 30 37 117 54 66 20 23
internal_value=0 0.000395746 0.000801915 0.000596325 0.000292977 0.000813036 0.000352903 0.000834535 0.000415628 0.000532372 0.000728574 0.000826874 0.000730385 0.000359157 0.000835211 0.000719585 0.000658067 0.000749283 0.000197396 0.000112662 0.000852635 0.000385021 0.000849262 0.000764414 0.0007933 0.000762731 0.000330458 0.000305771 0.000367328 0.000787862
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 143 184 1655 144 108 438 96 111 1169 84 1149 51 486 408 164 140 74 291
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 143 184 1655 144 108 438 96 111 1169 84 1149 51 486 408 164 140 74 291
is_linear=0
shrinkage=0.00196078


Tree=7725
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 10 4 40 52 14 16 3 3 151 3 48 3 40 4 44 14 52 41 10 43 1212 403 400 399 159
split_gain=0.387567 0.097983 0.0637305 0.0468197 0.0739801 0.0464138 0.0425128 0.0366276 0.0356196 0.0348888 0.0474297 0.0452366 0.0322745 0.0320093 0.0312599 0.0285478 0.0284941 0.028389 0.0280829 0.0279809 0.0241391 0.0316428 0.0371376 0.0285912 0.025645 0.0296165 0.0390139 0.0261383 0.0245582 0.0241946
threshold=0.10124500000000002 -0.43320999999999993 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 0.069930000000000006 -0.16363499999999997 0.051255000000000002 0.048770000000000008 -0.47013499999999991 0.0013750000000000001 0.088060000000000013 0.11658 -1.0000000180025095e-35 0.12178000000000001 0.10168500000000001 -0.06977499999999999 -0.07632499999999999 -0.010655 1.0000000180025095e-35 0.062655000000000016 -0.088204999999999992 0.079395000000000007 -0.015579999999999998 0.0061450000000000003 -0.014129999999999998 -0.0076149999999999994 -0.0064499999999999991 -0.080734999999999987 -0.085489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 17 18 -5 14 -4 -8 11 -11 -13 -14 15 19 -17 -3 -6 20 23 -22 -23 -1 25 26 -25 28 -26 -27
right_child=1 2 8 6 5 -7 9 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 27 29 -28 -29 -30 -31
leaf_value=0.0023754100303631279 0.006527738292959143 0.0031415769405430186 -0.00051350643262739522 0.0071827555296476928 0.0086210506747011108 0.0022107754241336478 0.0063613984201635644 0.0018221824616193772 0.003441063132520546 0.0016986957004604241 -0.00056338509839063268 0.0079836929671555056 0.0012891125106817168 0.0057278837484773248 0.002737165840894536 0.0054733620297500035 0.0017150026889374622 -0.0012416621450525285 0.0055113788518422052 0.0099640627787448473 0.0051412751095305234 0.01109323255163995 0.0058280889061279595 0.011610794094899162 0.0052752662496641277 0.007199496756535197 0.0070079502281815281 0.0051003602088935882 0.010171534413737911 0.0060572700594642946
leaf_weight=20 94 45 69 20 40 33 21 20 34 150 53 21 33 32 27 90 26 22 106 20 29 37 21 22 20 215 113 318 21 1349
leaf_count=20 94 45 69 20 40 33 21 20 34 150 53 21 33 32 27 90 26 22 106 20 29 37 21 22 20 215 113 318 21 1349
internal_value=0 0.00350182 0.00308292 0.0034926 0.00453682 0.00559779 0.00271418 0.00608338 0.000791885 0.00242589 0.00213992 0.00274701 0.00457547 0.00347435 0.00611999 0.00615968 0.00463097 0.0017023 0.00636334 0.00624084 0.00620644 0.00783835 0.00918689 0.00613812 0.00617469 0.00633695 0.00775804 0.00540675 0.00778311 0.00621429
internal_weight=0 773 679 576 246 179 330 2348 103 310 289 236 86 65 2328 2301 116 67 146 2185 2165 87 58 2078 2058 1699 135 359 41 1564
internal_count=3121 773 679 576 246 179 330 2348 103 310 289 236 86 65 2328 2301 116 67 146 2185 2165 87 58 2078 2058 1699 135 359 41 1564
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=31
num_cat=0
split_feature=1 1 12 3 132 2 14 1213 52 51 42 3 2 3 1 16 4 13 1 0 12 157 3 4 12 13 0 13 2 16
split_gain=0.314519 0.0776333 0.066282 0.0445517 0.0369284 0.0352614 0.0329335 0.0319894 0.0314385 0.0343922 0.036258 0.0389211 0.0312829 0.0382524 0.046598 0.0320468 0.0294156 0.0323674 0.0288472 0.0284367 0.026671 0.0299565 0.0267927 0.0296612 0.0263456 0.0516938 0.0362501 0.0260059 0.025579 0.0250593
threshold=0.11690500000000002 0.089625000000000024 0.085055000000000006 0.30112000000000005 0.10365500000000001 0.13404500000000005 -0.10708499999999999 0.0036000000000000003 -0.40967499999999996 -0.085989999999999997 -0.021469999999999996 -0.026224999999999995 0.14753000000000002 0.10299500000000002 0.13075500000000004 0.054560000000000004 0.042705000000000007 -0.017449999999999997 0.14754500000000001 -0.060129999999999996 0.088245000000000004 -0.089089999999999989 0.090900000000000009 -0.072334999999999997 -0.010834999999999999 -0.0082249999999999979 -0.23194499999999998 -0.15078499999999997 0.094835000000000017 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 12 18 20 -3 16 -8 28 -11 -12 13 14 15 19 -4 -18 -5 -2 21 -1 27 -24 25 -13 -26 -23 -10 -22
right_child=3 2 7 4 -6 -7 8 -9 9 10 11 24 -14 -15 -16 -17 17 -19 -20 -21 29 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.008364946757389519 0.0042813199009139871 0.0064661361389880771 0.0058882092669344634 0.00055345760791918595 0.0035195377039989196 0.0029637932683559782 0.0066605374485294785 0.001466827808568875 0.0026400328436422919 0.007348405837547034 -0.00073496316684983098 0.003385697313876192 0.00075164582231082024 0.0062414977801008489 0.0010563100050271983 0.0063041743666724147 0.0052204147012671455 0.00092374075169640568 -0.0037788245906333695 -0.00013897330711849711 0.0055239987656779668 0.0092632824671454728 0.0059102292486425982 0.00064460948575288061 0.0018409591889293451 -0.0022194688707324012 0.0057184877964884867 0.0059284280208384155 -0.0022956507510527792 0.0041270245504655091
leaf_weight=52 43 32 324 51 28 49 23 21 21 20 26 76 56 39 85 43 50 27 22 22 726 24 23 20 36 21 73 911 21 156
leaf_count=52 43 32 324 51 28 49 23 21 21 20 26 76 56 39 85 43 50 27 22 22 726 24 23 20 36 21 73 911 21 156
internal_value=0 0.00527839 0.00442824 0.00223922 0.000432072 0.00561264 0.00340868 0.00527143 0.00310004 0.00282149 0.00326305 0.00291086 0.00287297 0.00338502 0.0028078 0.00418629 0.00547068 0.00371379 -0.000752162 0.00278522 0.00568052 0.00602614 0.00590178 0.0034611 0.00337101 0.00217221 0.00443784 0.00601403 0.000172191 0.00527691
internal_weight=0 2732 771 389 101 1961 349 422 317 294 252 232 288 232 193 108 401 77 73 65 1912 1030 978 43 206 97 109 935 42 882
internal_count=3121 2732 771 389 101 1961 349 422 317 294 252 232 288 232 193 108 401 77 73 65 1912 1030 978 43 206 97 109 935 42 882
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=31
num_cat=0
split_feature=1 1 12 159 13 13 4 131 3 3 16 159 14 12 2 51 42 3 456 4 15 10 130 123 133 133 403 1 52 403
split_gain=0.254761 0.0628829 0.0540976 0.038112 0.0367094 0.086339 0.0482094 0.041807 0.0466754 0.0360869 0.0332848 0.0356207 0.0376942 0.0302837 0.028621 0.0266629 0.0445863 0.0473863 0.0295133 0.051564 0.027038 0.0259342 0.0327415 0.0400738 0.0246867 0.0485951 0.0435633 0.0292638 0.0291176 0.0303787
threshold=0.11690500000000002 0.089625000000000024 0.089085000000000011 0.11792500000000002 -0.067149999999999987 -0.051094999999999995 0.042705000000000007 0.09055500000000001 -0.080289999999999986 0.30112000000000005 0.52822500000000006 0.10382000000000001 -0.10708499999999999 -0.42850999999999995 0.14285500000000004 -0.085989999999999997 -0.035074999999999988 -0.096544999999999978 0.060100000000000008 -0.064054999999999987 -0.099734999999999976 -1.0000000180025095e-35 -0.0060099999999999989 0.087755000000000014 0.11524500000000001 0.12330000000000001 -0.5492149999999999 0.089105000000000018 0.039215000000000007 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 10 4 7 -6 -7 8 -4 21 11 12 -3 -11 24 -14 -17 -18 19 -19 -21 -2 -23 -24 27 -26 -27 -1 29 -28
right_child=9 2 3 -5 5 6 -8 -9 -10 13 -12 -13 15 -15 -16 16 17 18 -20 20 -22 22 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0051947542397000196 0.00067534244398733507 0.006762428188119971 0.010801586464437988 0.0008157114709981463 -0.0017103577276099135 0.0056493149895686656 0.00097555019668876548 0.0043619961078181424 0.0059949193326435217 0.0028196210014678346 0.0065012415937547169 0.0064950210830340017 3.9968766005975861e-05 -0.00084465354621938581 0.0023694426645166598 0.0072917249880265454 -0.0018417828580519807 -0.0021806944838979026 0.0057525146953412336 0.0010289805154931153 0.0037000192501065775 -0.00052317412995287903 0.0043057461117513001 0.001193772119126822 0.00040672261888782184 0.0083820939479794885 -0.00058651966339146554 0.008712017033637191 0.0050280620036825827 0.0039822156350182497
leaf_weight=1645 57 21 31 22 22 146 26 67 58 34 28 26 42 67 39 20 24 22 30 53 133 23 151 57 30 28 22 24 130 43
leaf_count=1645 57 21 31 22 22 146 26 67 58 34 28 26 42 67 39 20 24 22 30 53 133 23 151 57 30 28 22 24 130 43
internal_value=0 0.00475055 0.00398542 0.00485293 0.0051067 0.00418833 0.00494282 0.00624877 0.00766915 0.00201529 0.0031766 0.00292569 0.0026567 0.000388865 0.00505138 0.00239058 0.00274068 0.00239327 0.00282033 0.00239742 0.00293892 0.00258567 0.00305705 0.00345295 0.0051058 0.0041853 0.00469363 0.00524533 0.004164 0.00243587
internal_weight=0 2732 771 372 350 194 172 156 89 389 399 371 345 101 1961 324 282 262 238 208 186 288 231 208 1922 253 223 1669 195 65
internal_count=3121 2732 771 372 350 194 172 156 89 389 399 371 345 101 1961 324 282 262 238 208 186 288 231 208 1922 253 223 1669 195 65
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 4 4 2 1 50 15 14 52 43 39 131 13 457 2 47 1 51 160 4 43
split_gain=8.64935 1.36117 0.863743 0.755558 0.496153 0.46645 0.349061 0.240629 0.229082 0.227018 0.253445 0.208316 0.196705 0.119243 0.101382 0.115549 0.0868858 0.0832753 0.0829782 0.0820095 0.0808926 0.0796443 0.100792 0.0777738 0.0673475 0.0672955 0.072901 0.0668246 0.0641639 0.070083
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.077845000000000011 0.14285500000000004 0.42051500000000003 0.40473500000000007 0.092235000000000025 0.086920000000000011 0.086295000000000011 -0.41942499999999994 0.096015000000000017 -0.56176499999999996 -0.080324999999999994 0.093755000000000019 0.091440000000000007 -0.07743499999999999 0.048635000000000005 0.087675000000000017 0.090100000000000013 0.11669000000000002 -0.085989999999999997 -0.067824999999999983 -0.012509999999999999 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 24 6 7 12 -5 10 -4 -6 13 -1 15 -11 -9 -14 -10 -17 -2 -19 28 -15 25 26 -3 -12 29 -23
right_child=1 2 9 8 11 -7 -8 16 18 14 27 -13 17 23 -16 19 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059869106559595796 0.00060509804151979312 0.00019675185301286333 0.00033523602999762812 0.00054574279318086246 0.0005257769162748374 0.00038143779178533482 0.00034149863690235256 0.000720894243298754 0.00037889976088716391 0.00019369993571463333 0.00027312481553424915 0.00032814317411208492 0.00063587422419457407 0.00056661257824857682 0.00025411405593966951 -1.4608736320024392e-05 0.00058162883471916699 0.00057639111497538435 0.00022902682715771245 0.00013888980399337671 0.00045911976811932581 0.00057613470249858888 0.00040761487098301156 0.00045588123071292586 0.00038186050327108028 0.00021884821202882852 0.00032397905800778652 0.00014857468155217318 0.00050903641853548549 0.00049933867139262194
leaf_weight=1084 54 20 73 28 70 48 24 61 49 35 22 29 39 393 22 32 24 190 20 23 20 182 25 26 34 43 129 67 194 61
leaf_count=1084 54 20 73 28 70 48 24 61 49 35 22 29 39 393 22 32 24 190 20 23 20 182 25 26 34 43 129 67 194 61
internal_value=0 0.000314759 0.000283765 0.000565748 0.000352131 0.000572745 0.000576733 0.00057921 0.000396159 0.000202673 0.000249602 0.000467884 0.000575244 0.000587833 0.000134795 0.000105628 0.000681572 0.000547863 0.000335458 4.95816e-05 0.000565644 0.000542598 0.0005287 0.000559741 0.000301425 0.000287181 0.000306902 0.000179362 0.000535628 0.000556857
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 162 99 2194 1503 112 90 85 691 69 55 74 652 462 419 226 192 149 89 437 243
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 162 99 2194 1503 112 90 85 691 69 55 74 652 462 419 226 192 149 89 437 243
is_linear=0
shrinkage=0.00196078


Tree=7729
num_leaves=31
num_cat=0
split_feature=4 3 2 106 2 14 52 159 4 1 2 2 1 16 0 1447 15 13 403 151 1212 130 1447 147 13 1 3 43 40 159
split_gain=0.250647 0.0876695 0.0710675 0.0463343 0.0434067 0.0351397 0.0325 0.0512333 0.03191 0.0428886 0.0510665 0.0462725 0.0418339 0.0412999 0.0388442 0.0381674 0.0309684 0.0383554 0.0305947 0.0301285 0.0294958 0.0445005 0.0356321 0.0258693 0.0299689 0.0395781 0.0444771 0.0432544 0.0245122 0.0215279
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.085655000000000009 0.25063000000000007 -0.23960999999999996 0.039215000000000007 0.10620500000000001 -0.082249999999999976 0.091535000000000019 0.09358000000000001 -0.080614999999999978 0.09253500000000002 -0.0092699999999999987 -0.086934999999999985 -0.085804999999999979 0.094035000000000007 -0.082574999999999982 -0.015394999999999997 -0.087374999999999994 0.089995000000000019 -1.0000000180025095e-35 -0.083449999999999983 0.096620000000000011 0.10935500000000002 0.10439500000000002 -0.14186499999999996 0.0061450000000000003 -0.0061149999999999998 0.082105000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 23 -8 14 -10 11 -11 -13 19 16 -16 17 -7 -19 -12 22 -22 -17 24 25 -2 -27 -28 -14 -3
right_child=4 29 -4 -5 -6 8 7 -9 9 10 13 12 28 -15 15 20 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0089520180946107888 -0.0017133585029902557 0.0030120815934626282 -0.00075071336418066346 0.00098890279449762833 -0.0021399779478088023 0.011019530270893413 0.0049994183387846135 -0.00037121655363791991 0.0048966324361041109 0.00014117622340563686 0.00067262559238335368 0.0010761755775531819 0.0080533253112807877 -0.00043667743701209676 0.00088576930353329291 0.0087694063681297962 0.0033907423133496192 0.0042611574951672195 0.0082165349818145231 0.0052360239701393328 0.0062234509753546228 0.00082011267276746892 0.0052671928922460544 0.0043828064529788536 -0.0023932085023261607 0.0056577576788127311 0.0022646807167151081 -0.0022121687088376626 0.004776061836337735 -0.00042278611768238454
leaf_weight=21 30 36 23 31 24 26 78 23 1433 24 23 29 25 45 21 31 20 33 48 39 27 35 462 31 20 31 127 26 262 37
leaf_count=21 30 36 23 31 24 26 78 23 1433 24 23 29 25 45 21 31 20 33 48 39 27 35 462 31 20 31 127 26 262 37
internal_value=0 0.00468997 0.00478386 0.00483217 0.00197987 0.00487793 0.00225002 0.0037764 0.0048448 0.00462987 0.00377468 0.00437429 0.00469579 0.00186939 0.00541958 0.00507054 0.00700263 0.00767775 0.00660508 0.00354315 0.00522889 0.00317318 0.00548741 0.00166827 0.00130865 0.00165462 0.00220374 0.00150391 0.00506154 0.00127112
internal_weight=0 2731 2658 2635 390 2604 366 101 2583 1880 447 340 316 107 703 576 127 107 81 62 555 62 493 265 234 214 184 153 287 73
internal_count=3121 2731 2658 2635 390 2604 366 101 2583 1880 447 340 316 107 703 576 127 107 81 62 555 62 493 265 234 214 184 153 287 73
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 4 47 16 0 15 0 2 2 4 1419 16 51 0 11 43 4 130 106 10 34
split_gain=14.9851 2.46092 1.62958 1.25683 0.977758 0.843006 0.614938 0.514494 0.340427 0.332929 0.314091 0.256528 0.253028 0.236652 0.258855 0.256397 0.171335 0.140508 0.139612 0.156535 0.136783 0.118401 0.108205 0.107807 0.106079 0.0940443 0.0933716 0.10708 0.0862891 0.082563
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.042705000000000007 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.40124500000000002 0.13082500000000002 -0.43320999999999993 -0.11173999999999999 -0.10469999999999999 -0.07929499999999999 0.14530500000000005 0.17025000000000004 -0.012509999999999999 0.082370000000000013 -0.039889999999999988 0.13995500000000002 0.18019500000000002 1.0000000180025095e-35 -0.080324999999999994 -0.036839999999999991 -0.076894999999999977 0.087690000000000004 -0.38851999999999992 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 16 6 8 -6 13 -5 12 17 -8 14 -1 21 26 29 19 22 -16 -15 -17 -10 -11 -2 -3 -28 -19 -4
right_child=1 2 11 9 7 -7 10 -9 23 24 -12 -13 -14 15 20 18 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00085936186652557525 0.00080602796784802987 0.00026873207651078701 0.00013604475813461286 0.0007064909170739123 0.0006811091949827417 0.00049672887494690181 0.00078601566464464275 0.00040257034214261853 0.00078473309434486679 0.00050210276631270951 0.00046094664527724185 0.00040960995196666832 0.00065579746010678965 0.00079162374942516969 0.00053122578804039853 0.00074691349339644911 0.00022435055640860903 0.00018530435646891969 0.0006524653084416126 0.00087871183195466121 0.00071702062484680436 0.0006668428589705549 0.00060008117381264183 0.00094417767515745147 0.00033264739201495461 0.00064966623105254832 0.00042092448136451323 0.00027437905318353299 2.1206670434092987e-05 0.00026241549075064737
leaf_weight=20 50 20 25 28 82 48 82 37 23 49 24 26 191 1148 39 548 24 28 63 34 25 30 20 56 20 21 220 21 22 97
leaf_count=20 50 20 25 28 82 48 82 37 23 49 24 26 191 1148 39 548 24 28 63 34 25 30 20 56 20 21 220 21 22 97
internal_value=0 0.000414525 0.000373805 0.000744889 0.000445224 0.000753914 0.000759274 0.000594505 0.000771602 0.000526162 0.000676004 0.000228083 0.000694911 0.000766431 0.00066465 0.000771069 0.000382893 0.000200642 0.000740288 0.000749479 0.000603802 0.000788446 0.000741743 0.000897757 0.000452985 0.00075978 0.000397471 0.000408155 0.000113101 0.00023652
internal_weight=0 673 602 2448 404 2351 2303 119 2006 97 297 198 273 1927 84 1843 285 172 665 602 64 1178 568 79 69 71 261 241 50 122
internal_count=3121 673 602 2448 404 2351 2303 119 2006 97 297 198 273 1927 84 1843 285 172 665 602 64 1178 568 79 69 71 261 241 50 122
is_linear=0
shrinkage=0.00196078


Tree=7731
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 0 0 4 52 9 3 0 2 0 3 0 52 48 1 1429 1 133 52 0 403 2 51 457 43 2
split_gain=0.255068 0.0642516 0.0463452 0.0530057 0.0454257 0.0397912 0.0375899 0.0374653 0.0337413 0.033121 0.0314701 0.0326379 0.0536168 0.03249 0.0268413 0.0259845 0.025502 0.0391717 0.0297783 0.0695617 0.0575595 0.0279217 0.0424288 0.027333 0.046486 0.0463651 0.0308596 0.0306883 0.0253229 0.0252363
threshold=0.11690500000000002 0.098630000000000009 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.07384499999999998 -0.13843999999999998 0.42642000000000008 -0.090859999999999982 0.099965000000000012 -0.049509999999999992 -0.11437499999999999 0.25063000000000007 -0.13455999999999999 -0.014944999999999998 -0.082084999999999977 0.11277500000000001 0.091220000000000009 0.080270000000000022 0.084770000000000012 0.07635500000000002 -0.010614999999999998 0.13140000000000004 -0.071339999999999987 -0.45015499999999992 0.087675000000000017 0.087505000000000013 0.08457000000000002 -0.025214999999999998 0.15361500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -3 10 -2 13 15 -12 -7 -13 18 21 20 23 -6 -18 -23 24 -20 27 -27 -26 -17 -8
right_child=9 6 3 -5 16 14 29 -9 -10 -11 11 12 -14 -15 -16 28 17 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0056825261434604382 0.0038563673645531172 0.0053871672090071328 0.011087624068130499 0.005260311223793071 0.0054138789162177219 0.0028686737542915528 0.0045145073030372898 0.0067235687316860998 0.0014222448217546249 -0.00098081386302400261 0.0022686122593680216 -0.00051012735049694015 -0.0032086548225309418 0.0069038361671846368 -0.0017046506472286724 0.0010979459446389228 0.0079533189154145402 0.00015003129321319815 -0.00016668506432324648 -0.00065720610728021718 0.010174948282880136 -6.1179256244074738e-05 0.0046510980253652578 0.0066126576705525329 0.0049203166689987064 -0.00080332780084775189 0.0044987684647951809 0.0087049163351564304 0.0041287474676637969 0.00097670743707567453
leaf_weight=29 98 26 27 37 1087 33 506 20 123 33 62 39 26 20 21 60 22 22 20 24 26 21 212 75 313 23 21 23 51 21
leaf_count=29 98 26 27 37 1087 33 506 20 123 33 62 39 26 20 21 60 22 22 20 24 26 21 212 75 313 23 21 23 51 21
internal_value=0 0.00478681 0.00507035 0.00771871 0.0049844 0.00269472 0.00395736 0.00265961 0.00211411 0.0020499 0.00233084 0.00175137 0.000983653 0.00339915 0.00109016 0.00171032 0.005085 0.00419863 0.00523731 0.00459542 0.0055251 0.00454793 0.00422639 0.00486081 0.00453234 0.00477966 0.00172722 0.00517938 0.00249048 0.00437353
internal_weight=0 2732 2036 64 1972 83 696 169 149 389 356 258 176 82 54 150 1889 277 1612 499 1113 255 233 475 400 380 44 336 111 527
internal_count=3121 2732 2036 64 1972 83 696 169 149 389 356 258 176 82 54 150 1889 277 1612 499 1113 255 233 475 400 380 44 336 111 527
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 4 3 2 4 15 11 1 13 50 15 4 15 484 15 4 475 1 15 15 39 48 3 43 4
split_gain=7.89037 1.38695 0.807492 0.707411 0.493825 0.464363 0.373087 0.34883 0.270721 0.273559 0.231064 0.226223 0.180371 0.129122 0.121345 0.114731 0.109719 0.190431 0.270172 0.108522 0.103543 0.0949168 0.0883541 0.0850429 0.0839801 0.103885 0.0815452 0.0809032 0.0789091 0.0665061
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 -0.022174999999999997 0.14285500000000004 0.40945500000000007 0.024640000000000006 1.0000000180025095e-35 0.077845000000000011 -0.082199999999999981 0.086295000000000011 -0.0058549999999999991 -0.17966999999999997 -0.0072999999999999992 0.084040000000000017 -0.12563999999999997 -0.013125 -0.072689999999999991 0.080000000000000016 0.087685000000000013 -0.41942499999999994 0.093755000000000019 0.081805000000000017 -0.017889999999999996 -0.072534999999999988 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 10 29 9 -4 13 23 -5 15 24 -1 22 19 20 -18 -19 -21 -15 -12 -10 -26 -14 -11 -23 -3
right_child=1 2 8 12 -6 -7 -8 -9 14 27 11 -13 26 16 -16 -17 17 18 -20 21 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0005706749642010781 0.00055520097497074807 0.00060167704777949304 0.00034451006923724226 0.00051030925480278426 0.00027905957961850734 0.00035756629514294901 0.00030922876165729332 0.00028626711225200792 0.00016130656325480058 0.00026033522821414994 0.00059221222641582831 0.00068678289489802335 0.00023141528199749445 0.00049706774353365903 0.00024867239383293346 0.00045227361080315149 0.00058166317065064753 0.00039080409807901753 0.00023268308331144048 0.00057181727268009364 0.00057846243755939688 0.00052458464762692965 0.00061212945299546221 0.00055505412918523817 -3.3803387258576194e-05 0.00013895918438901835 0.0003729430506561836 0.00014049078208793096 0.00046739062391456084 0.00047644476695847115
leaf_weight=422 74 23 63 28 207 48 24 39 35 32 369 66 24 38 22 34 95 20 22 76 26 184 79 661 32 23 45 67 187 56
leaf_count=422 74 23 63 28 207 48 24 39 35 32 369 66 24 38 22 34 95 20 22 76 26 184 79 661 32 23 45 67 187 56
internal_value=0 0.000301951 0.000270664 0.000541675 0.000336767 0.000548445 0.000552424 0.000437999 0.000192258 0.000243505 0.000554985 0.000575497 0.000377578 0.000535981 0.000118133 0.000561847 0.000519757 0.000509208 0.000411399 0.000521479 0.000496872 0.000508688 0.000574759 0.000568366 8.62231e-05 3.84428e-05 0.000323716 0.000179228 0.000495756 0.000512905
internal_weight=0 673 599 2448 325 2351 2303 118 274 162 2279 1096 97 1183 112 456 727 610 68 542 46 447 117 1030 90 55 69 99 371 79
internal_count=3121 673 599 2448 325 2351 2303 118 274 162 2279 1096 97 1183 112 456 727 610 68 542 46 447 117 1030 90 55 69 99 371 79
is_linear=0
shrinkage=0.00196078


Tree=7733
num_leaves=31
num_cat=0
split_feature=4 3 9 149 457 39 123 14 2 14 0 475 4 0 12 43 156 52 41 52 1 3 1 4 12 15 96 52 14 0
split_gain=0.253275 0.0816863 0.0620585 0.0517183 0.0378676 0.0386573 0.0363775 0.0342291 0.0341002 0.0327997 0.0375221 0.0450623 0.0341745 0.0342777 0.04823 0.0324884 0.0312965 0.0434485 0.0520996 0.0294152 0.0441626 0.0483811 0.0317242 0.030286 0.0275631 0.0265152 0.0224729 0.0279746 0.0302666 0.0267396
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.29113500000000009 0.10732000000000001 0.083965000000000012 0.019675000000000002 0.25063000000000007 -0.23960999999999996 -0.10836499999999999 -0.081774999999999973 0.022185000000000003 -0.10011499999999998 -0.086254999999999984 -0.072534999999999988 0.085790000000000019 -0.069804999999999992 0.079395000000000007 0.26391000000000003 0.081670000000000006 0.096675000000000011 0.090540000000000023 0.19806500000000002 0.13597000000000004 -0.088429999999999995 0.086715000000000014 -0.068719999999999989 -1.0000000180025095e-35 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 5 7 -1 9 26 -4 11 -11 13 -12 -15 -14 17 -9 -19 20 23 22 -22 -13 -16 -3 27 -2 29 -29
right_child=3 25 4 -5 -6 -7 -8 16 -10 10 12 19 15 14 24 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017693103037097237 -0.00084005958971477331 0.0042567867585128864 0.0087954246497247372 0.0059603215278392395 0.0012470893915100345 0.002007292787058522 0.0037086832845859511 0.0023907634150236844 -0.0023203106978061526 -0.00094328312901780008 0.0085646605302047516 0.0091978597402986566 0.0049504383054870017 0.0014145028070844193 0.0051536428672961637 0.0027003794812762573 0.010001400412242536 0.010316293895344384 0.003633717631455511 0.00082419998385012145 -0.00090190650027414617 0.0077311827305016961 0.0034166550816347205 0.0046167367137968538 0.001875317335809366 0.00017911633700490572 -0.00139792070591024 0.0026790360435693258 0.0017877386209710581 0.0073689687857404346
leaf_weight=22 31 23 21 28 29 46 27 25 22 20 28 27 133 36 1885 124 23 28 20 25 22 21 75 31 26 52 21 31 199 20
leaf_count=22 31 23 21 28 29 46 27 25 22 20 28 27 133 36 1885 124 23 28 20 25 22 21 75 31 26 52 21 31 199 20
internal_value=0 0.00468483 0.00477545 0.00183703 0.00484078 0.00488062 0.00124918 0.00493205 0.00148069 0.00486016 0.00482647 0.00358354 0.00494954 0.00509069 0.00504073 0.00386481 0.00678471 0.00577123 0.00753189 0.00403397 0.0044899 0.00337934 0.00243719 0.00674933 0.00510904 0.0014296 0.00175759 0.00199341 0.00234476 0.00451823
internal_weight=0 2769 2694 352 2645 2616 49 2570 324 2474 2453 221 2232 1975 1947 257 96 73 48 201 176 118 97 58 1911 75 302 281 250 51
internal_count=3121 2769 2694 352 2645 2616 49 2570 324 2474 2453 221 2232 1975 1947 257 96 73 48 201 176 118 97 58 1911 75 302 281 250 51
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 2 14 11 13 1 4 1 133 132 11 12 13 15 0 3 52 4 16 52 158
split_gain=14.6396 2.47449 1.54198 1.11696 0.940276 0.691656 0.488074 0.448125 0.416476 0.330922 0.298856 0.261108 0.205768 0.191612 0.186862 0.254752 0.182867 0.178025 0.183216 0.142233 0.13359 0.12894 0.154946 0.125161 0.114818 0.106814 0.115155 0.103004 0.137175 0.0965499
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.17025000000000004 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.091195000000000012 0.089200000000000015 0.08696000000000001 0.082485000000000017 0.095780000000000018 -0.011289999999999998 -0.049819999999999996 -0.22491999999999998 -0.10831999999999999 0.40674500000000008 -0.50690499999999983 -0.50690499999999983 -0.067494999999999986 0.11817500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 -6 11 -5 13 16 14 -4 20 -16 25 18 21 -14 24 -3 27 -24 -10 26 -1 -23 -29 -28
right_child=1 2 10 9 7 -7 -8 -9 12 -11 -12 -13 19 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.00093650042798217395 0.00076187161807551342 0.00037913512794053811 0.00023049357082612486 0.00068801038922711405 0.00067003477975165269 0.0005075847240550588 0.00048032576807370477 0.00041928427330419131 0.00064535164365581437 0.00045068767589237979 0.00010122235140659992 0.00091614883656753745 0.00095173105999243033 0.00039589332864756047 0.00076154057571431271 0.00050023988867406823 0.00073062714112188043 0.00027690207076280267 0.000263004875496317 0.0007728447515406553 0.00070126937607195138 0.00041466231877897299 0.00027303079511711305 0.0004758138396576339 0.00076398332513322328 0.00067550736536763664 0.00079053876437038624 0.00046275818683937483 0.00065588257796850334 0.00092482040631893523
leaf_weight=22 76 111 87 37 87 41 23 40 34 58 49 59 25 39 26 32 216 45 29 54 303 24 22 25 405 29 1045 26 31 21
leaf_count=22 76 111 87 37 87 41 23 40 34 58 49 59 25 39 26 32 216 45 29 54 303 24 22 25 405 29 1045 26 31 21
internal_value=0 0.000428088 0.00038684 0.000751533 0.000448759 0.000760012 0.000764524 0.000591058 0.000767402 0.000543119 0.000231158 0.000788502 0.000733987 0.000281689 0.000724559 0.000617375 0.000782853 0.000391021 0.000410183 0.000829454 0.000732938 0.000428042 0.000470453 0.000380894 0.000754795 0.000792952 0.000796082 0.000522419 0.000567791 0.000793184
internal_weight=0 691 615 2430 440 2335 2294 127 2271 95 175 1392 879 126 800 58 1333 313 268 79 742 239 128 47 439 1117 1088 81 57 1066
internal_count=3121 691 615 2430 440 2335 2294 127 2271 95 175 1392 879 126 800 58 1333 313 268 79 742 239 128 47 439 1117 1088 81 57 1066
is_linear=0
shrinkage=0.00196078


Tree=7735
num_leaves=31
num_cat=0
split_feature=1 2 10 4 133 2 12 1 15 157 393 13 43 43 1 3 457 1209 132 3 147 2 160 2 52 52 52 133 403 43
split_gain=0.260129 0.0431952 0.0445402 0.0416863 0.0415351 0.0358826 0.0332657 0.0529093 0.0291307 0.0501103 0.0363605 0.0292622 0.0366977 0.0321875 0.0267199 0.0261939 0.0315403 0.0289993 0.0315252 0.0318637 0.0256565 0.0252634 0.0353325 0.0310682 0.0294658 0.0307737 0.0249487 0.0248567 0.0321212 0.0461002
threshold=0.11146500000000002 0.13622000000000004 1.0000000180025095e-35 0.27834500000000006 0.085635000000000003 0.11177500000000001 -0.42850999999999995 0.15799000000000005 0.024640000000000006 -0.0091799999999999989 0.086030000000000009 0.054800000000000008 -0.071629999999999985 -0.14035499999999998 0.11588000000000001 -0.074479999999999977 0.29113500000000009 0.086895000000000014 0.082150000000000015 -0.094299999999999981 0.093875000000000014 0.10774000000000002 -0.065039999999999987 0.11747 -0.088614999999999985 -0.046924999999999988 -0.24164999999999998 -0.0061299999999999992 0.23383500000000004 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 5 14 -3 -8 10 -10 15 13 -13 -11 -2 17 21 18 -1 -20 -5 24 -23 -24 26 -26 -17 28 29 -15
right_child=1 6 -4 20 -6 -7 7 -9 9 11 -12 12 -14 27 -16 16 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0053376144739524347 0.0083843169688328136 0.0049562029296066614 0.00042774192385237533 0.0014927177850040608 0.00094654042460024358 0.0028330869083220025 0.0013372110882287486 -0.0041766899358481177 0.009566433856660431 0.0080059073606712963 0.0010609869387865599 0.0045950943130018433 0.00026838739674227931 0.0081697182969439255 0.0045969890302275211 0.0040631949555481207 0.00032277184405497144 0.0016721656108275057 -5.250483296722884e-05 0.0043962186792919382 0.0056555796728935091 -0.00079065187878551947 0.0021171300826312673 0.0062701036935792339 0.0021593020164272598 0.0046962164133524248 0.0073347367549551623 0.0047515407223766249 0.0037508951740707758 0.0055618238307170035
leaf_weight=759 23 20 54 57 50 112 134 20 27 45 28 107 24 86 98 37 21 25 21 69 20 21 43 31 62 209 63 468 67 320
leaf_count=759 23 20 54 57 50 112 134 20 27 45 28 107 24 86 98 37 21 25 21 69 20 21 43 31 62 209 63 468 67 320
internal_value=0 0.00239893 0.00305957 0.00486616 0.00356176 0.00412296 0.00111941 0.00062112 0.00493584 0.00530952 0.00462807 0.00520662 0.00380242 0.00539318 0.00531689 0.00470146 0.00411375 0.00502894 0.00512778 0.00335818 0.00257398 0.00428459 0.00282954 0.00385689 0.00465718 0.00411582 0.00612427 0.00526824 0.00577947 0.00611423
internal_weight=0 511 337 2610 283 233 174 154 2533 1144 1389 1117 131 986 121 1361 487 874 849 90 77 466 95 74 371 271 100 941 473 406
internal_count=3121 511 337 2610 283 233 174 154 2533 1144 1389 1117 131 986 121 1361 487 874 849 90 77 466 95 74 371 271 100 941 473 406
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=31
num_cat=0
split_feature=1 3 4 4 0 16 40 3 0 11 401 48 3 43 52 13 2 97 41 482 16 13 13 0 15 4 48 49 42 1208
split_gain=0.210704 0.0407947 0.0337659 0.0323621 0.0397954 0.0404305 0.0256988 0.0287787 0.0470239 0.0257627 0.0329455 0.0357711 0.0298798 0.0818481 0.0956343 0.0324775 0.0236144 0.0385246 0.0284712 0.0354638 0.0372563 0.0444739 0.0357566 0.0229085 0.0314242 0.0279976 0.0226621 0.0222577 0.0248456 0.0335392
threshold=0.11146500000000002 0.31299000000000005 0.27834500000000006 -0.010655 -0.033209999999999996 0.023255000000000001 0.0046150000000000002 0.11296500000000002 -0.062294999999999996 1.0000000180025095e-35 0.080710000000000018 0.078735000000000013 -0.12018999999999998 -0.15323999999999996 -0.080114999999999978 -0.117405 0.11144000000000001 -0.049229999999999996 0.08690500000000001 0.090355000000000005 -0.059624999999999991 0.0027400000000000007 -0.061684999999999997 -0.10474999999999998 -0.088429999999999995 0.50500500000000004 -0.09386499999999999 -0.014169999999999999 0.11457500000000002 0.099975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 7 9 -9 12 11 -11 13 -1 -15 -14 17 -5 19 20 21 22 -18 24 -3 -25 -17 -28 -29 -30
right_child=1 23 -4 16 -6 -7 -8 8 -10 10 -12 -13 15 14 -16 26 18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=0.0070433820942761727 0.0095002336087054579 0.0032450511855977521 0.0023165824637119358 -0.00017795264700128297 0.0012740533245960252 0.0039196933176041254 0.0015328204136070174 -0.00092025739699602141 0.0055852423608303073 0.0054054511817551018 0.001992085240116077 0.009129852714779025 0.0011194432686482158 -0.0045855491806793469 0.0039250251867117419 0.007602910710556899 0.00010388102627506382 0.0039728846106693192 0.0049451796803623438 0.0045633092613728797 -0.0026029089324627864 -0.0029457061860011895 0.0043374514567577063 0.00099288025327647729 -0.0012717359893334411 -0.0040731302765198056 0.0036278681880358488 0.0047355120230225126 0.0025389034809973256 0.0060077252986564028
leaf_weight=27 20 43 77 28 28 37 30 25 20 118 21 33 28 23 31 24 38 111 20 23 33 20 42 24 24 20 251 1752 113 37
leaf_count=27 20 43 77 28 28 37 30 25 20 118 21 33 28 23 31 24 38 111 20 23 33 20 42 24 24 20 251 1752 113 37
internal_value=0 0.00215903 0.00437954 0.00262971 0.00436126 0.00587778 0.00444226 0.00447713 0.00197108 0.00452301 0.00570327 0.00621939 0.0044342 0.00254789 0.000300151 0.0045035 0.00216247 0.00313674 0.00139301 0.000937605 0.000310604 0.00127206 0.00232651 0.000462901 0.0016271 -0.00130985 0.00454702 0.00451296 0.00462976 0.00339455
internal_weight=0 511 2610 400 85 57 2533 2503 45 2458 172 151 2286 81 54 2205 315 139 176 156 133 100 80 111 67 44 2177 2153 1902 150
internal_count=3121 511 2610 400 85 57 2533 2503 45 2458 172 151 2286 81 54 2205 315 139 176 156 133 100 80 111 67 44 2177 2153 1902 150
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 2 49 16 3 4 1 1 12 40 1 475 123 47 50 15 133 52 0
split_gain=20.0494 3.34278 1.67716 1.4399 1.17204 1.07348 0.793905 0.647391 0.564016 0.529486 0.488344 0.298729 0.29114 0.269581 0.263988 0.24304 0.281859 0.234871 0.22776 0.226795 0.19742 0.193289 0.167149 0.159438 0.118668 0.11598 0.115168 0.112159 0.107378 0.213176
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14285500000000004 0.092845000000000025 -0.15289999999999995 -0.090999999999999984 -0.054984999999999992 -0.51370499999999997 0.086245000000000016 -0.031404999999999995 0.13075500000000004 0.16175000000000003 0.08815000000000002 -0.077714999999999992 0.089875000000000024 -0.082014999999999991 0.09394000000000001 0.091680000000000011 0.041865000000000006 -0.090344999999999995 -1.0000000180025095e-35 -0.56176499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 12 -8 14 -4 -10 -1 -2 -7 19 -17 27 25 21 -3 -14 -16 -13 -15 26 -6 -5 -24 -30
right_child=1 4 10 17 18 9 8 -9 11 -11 -12 23 15 24 22 16 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0006390955206172777 0.00057455085036134423 0.0003583510307205991 0.00076370195450609676 0.00040026922833088141 0.00023787578590181788 0.00057675088830491444 0.00065307862023209515 0.0010480300729980901 0.00065140980788890046 0.00054765299089953434 0.00047728288936994823 0.00042227333468527372 0.00089960338206667833 0.00086603071788004279 0.00091142786563823994 0.0008899777708130305 0.00066659143557917387 0.00028217544554149905 -2.7156809743156394e-07 0.00084831764850031954 0.00018036051963766416 0.00074427103915927458 0.00092338496271301724 0.00024620758926135452 0.00074318269977699525 0.00034000315734495723 5.9049370077749089e-05 0.00057619100992094003 0.00079439613710567073 0.00065123305941049809
leaf_weight=22 23 46 37 22 45 22 54 76 20 39 60 141 821 62 44 39 49 24 21 835 50 32 20 23 59 25 20 38 306 46
leaf_count=22 23 46 37 22 45 22 54 76 20 39 60 141 821 62 44 39 49 24 21 835 50 32 20 23 59 25 20 38 306 46
internal_value=0 0.000457072 0.000839204 0.00065013 0.000358157 0.000849629 0.000416167 0.000870768 0.000476881 0.000766582 0.000586536 0.000425171 0.000863275 0.000769141 0.000786075 0.000866052 0.000765592 0.000446112 0.000183602 0.000871289 0.000265648 0.000893776 0.000797145 0.000397581 0.00080613 0.000226505 0.000182852 0.000511686 0.000783628 0.000775687
internal_weight=0 673 2448 228 445 2351 334 1874 238 477 97 184 1798 144 438 1776 88 84 111 1688 96 853 416 164 121 90 65 60 372 352
internal_count=3121 673 2448 228 445 2351 334 1874 238 477 97 184 1798 144 438 1776 88 84 111 1688 96 853 416 164 121 90 65 60 372 352
is_linear=0
shrinkage=0.00196078


Tree=7738
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 14 43 2 1 2 1 4 16 52 1 2 49 2 4 0 1 4 16 484 16 133 3 160 52
split_gain=18.4356 2.69115 1.5719 1.43851 0.934842 0.921756 0.584754 0.566647 0.512235 0.485574 0.307547 0.29232 0.281615 0.274334 0.263022 0.252257 0.314602 0.247154 0.187142 0.166158 0.174619 0.149453 0.132145 0.120255 0.117779 0.114836 0.113863 0.0996819 0.23515 0.0984742
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.31534000000000006 0.062655000000000016 -0.025214999999999998 0.14285500000000004 0.09253500000000002 0.11177500000000001 0.12205500000000001 -0.029144999999999997 -0.52595999999999987 0.048770000000000008 0.089625000000000024 0.08647500000000001 -0.054984999999999992 -0.0091949999999999983 -0.013125 0.14486500000000005 0.13075500000000004 0.27044500000000005 -0.43320999999999993 0.082450000000000009 -0.008904999999999998 -1.0000000180025095e-35 -0.12018999999999998 -0.037174999999999993 -0.010034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 7 15 11 13 -4 22 -3 -12 -6 -7 27 18 -2 -17 20 -15 26 -9 -21 -25 -14 -5 28 -1 -30
right_child=1 5 9 21 8 14 -8 10 -10 -11 12 -13 25 19 -16 16 -18 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00059611275670380366 0.00052750546926630935 0.00038091389361402092 0.00073231329718194339 0.00033100009211065138 0.0005267329757509667 7.5471864060614436e-05 0.0009967252470198132 0.00063947478113550828 0.00051427581495019643 0.00044155409255253723 0.00061036064851042971 0.00022286934630549597 0.00039732380455409228 0.00080275578412619772 0.00029337807142765465 0.00061093135709093863 0.00053737886754692983 0.00074924232290003994 0.00079528835309513126 0.00082065878908787072 0.0006472244133005257 0.0002601805322627032 0.00044343942844801964 0.00068158974533156797 0.00082031828537312813 0.00024617880707256329 0.00050825340206224479 0.00082905156352274401 0.00092993905890646669 0.0007398358768984383
leaf_weight=24 23 89 34 22 21 57 70 39 39 63 20 91 68 265 34 23 22 121 266 37 31 24 20 183 27 27 38 1301 22 20
leaf_count=24 23 89 34 22 21 57 70 39 39 63 20 91 68 265 34 23 22 121 266 37 31 24 20 183 27 27 38 1301 22 20
internal_value=0 0.00042165 0.000788081 0.000594872 0.000798173 0.000332898 0.000821138 0.000378144 0.000731602 0.00054347 0.000457933 0.000301014 0.000398887 0.00074663 0.000156887 0.000813813 0.00076341 0.000713826 0.000780616 0.000755135 0.000786467 0.000390952 0.000573022 0.000717587 0.000699426 0.000354367 0.000443261 0.00082528 0.000750941 0.000839414
internal_weight=0 673 2448 228 2351 445 1748 354 603 97 174 180 115 564 91 1678 311 144 289 543 296 84 59 247 210 95 60 1367 66 42
internal_count=3121 673 2448 228 2351 445 1748 354 603 97 174 180 115 564 91 1678 311 144 289 543 296 84 59 247 210 95 60 1367 66 42
is_linear=0
shrinkage=0.00196078


Tree=7739
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 15 49 1451 49 2 52 133 133 10 1 15 3 50 447 48 14 159 483 133 475 16 13 51 11 41
split_gain=0.299719 0.0815249 0.0552177 0.0390645 0.035246 0.0331645 0.031108 0.0387015 0.0364127 0.0499166 0.0351474 0.0329429 0.0319123 0.0308069 0.0360341 0.0443008 0.0307806 0.030759 0.0369301 0.025238 0.0304233 0.0428809 0.0286919 0.0388772 0.0242495 0.0264306 0.0624181 0.0309135 0.0299351 0.030359
threshold=0.10124500000000002 -0.39518999999999993 0.13712500000000002 0.088105000000000003 0.18019500000000002 -0.045854999999999993 0.11560500000000001 0.089825000000000002 0.11136000000000001 0.13501500000000002 -0.12647999999999995 0.089200000000000015 0.091250000000000012 -0.39840999999999999 0.13657000000000002 -0.41942499999999994 0.10299500000000002 -0.23848499999999997 0.089095000000000021 -0.068459999999999979 -0.46413499999999996 0.10620500000000001 0.086310000000000012 -1.0000000180025095e-35 0.068270000000000011 0.25084500000000004 0.0061450000000000003 -0.020454999999999997 0.077415000000000012 0.081560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 19 6 13 7 8 9 16 12 -12 -8 -4 -15 -16 17 -1 24 -3 -21 22 23 -22 25 28 27 -27 -19 -30
right_child=1 2 5 -5 -6 -7 10 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0093922754377126702 0.0061375234083523265 0.0049347184135624007 0.0053365543728605622 0.0044110872596630239 0.0018155150223589903 -0.0017640872960328125 0.0080665459939544756 0.0091669004668282084 0.0093828498173262123 0.00084772243329401446 -0.00080375201574972143 0.0039043845209692212 0.003507682516732637 0.0037078573426697404 0.0024685431374902173 -0.002432124045942776 0.0028167343574089254 0.0054686332341003577 0.0012795134275663822 0.0053763867484341414 -0.0015480111685714552 -0.0024880655668675904 0.0052818828632709867 0.0024280834580915128 0.0084172012018305913 0.0066399255480584021 -0.00092907937332278217 0.0031617640654501965 0.0089860684978096596 0.0045000505294989458
leaf_weight=20 78 41 21 182 28 32 28 28 23 24 23 42 34 37 35 39 44 1811 21 29 28 20 29 202 28 56 21 47 48 22
leaf_count=20 78 41 21 182 28 32 28 28 23 24 23 42 34 37 35 39 44 1811 21 29 28 20 29 202 28 56 21 47 48 22
internal_value=0 0.00307203 0.00272799 0.00322335 0.00534224 0.00112411 0.0053848 0.00547292 0.00542515 0.00538265 0.00386317 0.00223843 0.00556652 0.00182428 0.00115979 -0.000114241 0.00543404 0.00548956 0.00545156 0.00260396 0.00229369 0.00197327 0.00231777 0.00194404 0.00549466 0.00545384 0.00403974 0.0050528 0.00554706 0.00757618
internal_weight=0 773 695 531 2348 164 2320 2193 2165 2142 127 65 62 132 111 74 2118 2074 2054 349 308 279 259 230 2033 2005 124 103 1881 70
internal_count=3121 773 695 531 2348 164 2320 2193 2165 2142 127 65 62 132 111 74 2118 2074 2054 349 308 279 259 230 2033 2005 124 103 1881 70
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 4 2 1 2 2 1 2 1 150 2 2 1 12 4 159 1 0 4 47 12 157 48 4
split_gain=17.1473 2.9228 1.55514 1.19151 0.894173 0.890026 0.591816 0.574426 0.42365 0.421304 0.322626 0.31153 0.286608 0.477029 0.268844 0.256404 0.252626 0.234623 0.182348 0.163016 0.2023 0.16171 0.1572 0.137495 0.137246 0.212334 0.140331 0.135797 0.132262 0.125751
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.11690500000000002 0.062655000000000016 -0.064804999999999988 0.14753000000000002 0.077845000000000011 0.14753000000000002 -0.0050599999999999994 0.089625000000000024 0.090425000000000019 0.122715 1.0000000180025095e-35 1.0000000180025095e-35 -0.0091949999999999983 0.076935000000000017 0.091325000000000003 -0.51843499999999987 0.082585000000000006 0.13075500000000004 -0.030209999999999997 0.27287000000000006 0.078345000000000012 -1.0000000180025095e-35 -0.061169999999999995 0.081805000000000017 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 21 12 -7 15 -4 11 -9 19 17 29 18 -13 -14 23 20 -1 24 -5 -6 25 26 -3 -21 -11 -2
right_child=1 5 9 22 8 7 -8 10 -10 28 -12 16 13 -15 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010375898814891456 0.00085402286520191268 0.00041366557968931707 0.00076171318408237458 0.00049734691657077259 0.00075655802538432296 0.00055651692882263692 0.0010009753645635118 0.00019776768327101811 0.00051084206603905732 0.00035898907207488235 0.0001620202014413947 0.00055041028828865367 0.00060197581574384306 0.00049907933183821059 0.00056883693320715725 0.00057645957563924632 0.00032260343652366821 0.00080815926092887814 0.00084120486795470335 0.00064867090121735005 0.00084335333975103647 0.00036026575915314548 0.00030958205039211201 0.00062805453319435278 0.0004136531991017372 0.00072833327978265045 0.00059990180703271335 0.00080811146168518479 0.00053923274924033086 0.0007232272337284923
leaf_weight=21 50 35 28 60 289 28 76 61 30 24 85 24 23 23 29 30 85 274 92 22 1126 38 24 36 41 20 28 309 45 65
leaf_count=21 50 35 28 60 289 28 76 61 30 24 85 24 23 23 29 30 85 274 92 22 1126 38 24 36 41 20 28 309 45 65
internal_value=0 0.000448766 0.000802161 0.000629289 0.0008122 0.000356272 0.000831492 0.000289926 0.000736405 0.000558858 0.000260654 0.00030997 0.000824328 0.000771125 0.00073755 0.000751543 0.000372763 0.000792192 0.000764139 0.000835847 0.00084691 0.000472173 0.0004437 0.000742324 0.000506468 0.000552316 0.000496437 0.000797514 0.000476539 0.000780095
internal_weight=0 673 2448 228 2351 445 1874 283 477 97 255 170 1798 320 144 447 109 297 417 1478 1147 162 84 325 124 83 63 331 69 115
internal_count=3121 673 2448 228 2351 445 1874 283 477 97 255 170 1798 320 144 447 109 297 417 1478 1147 162 84 325 124 83 63 331 69 115
is_linear=0
shrinkage=0.00196078


Tree=7741
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 0 47 1 12 150 4 2 3 1 2 4 0 52 4 106 1 4 13 4
split_gain=20.4881 3.16656 2.09576 1.70784 1.43431 0.909752 0.697321 0.555287 0.473796 0.431066 0.421917 0.372978 0.46338 0.450788 0.265101 0.241257 0.225037 0.213743 0.185886 0.172489 0.160299 0.15746 0.151783 0.132778 0.126738 0.113021 0.111317 0.106215 0.105684 0.105175
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.13082500000000002 -0.10607499999999999 0.078875000000000015 0.085605000000000014 0.09141500000000001 1.0000000180025095e-35 -0.52556499999999995 0.17025000000000004 -0.14847999999999997 0.076935000000000017 0.14122000000000004 -0.036839999999999991 -0.010949999999999998 -0.069804999999999992 0.0061450000000000003 0.087690000000000004 0.15618500000000002 0.015030000000000002 -0.016469999999999995 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 20 7 -6 11 15 -5 17 12 13 -1 16 19 -13 28 -18 22 25 -2 27 -15 -16 -3 -19 -7 -4 -20
right_child=1 2 10 9 6 8 -8 -9 -10 -11 -12 14 -14 23 24 -17 18 26 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072058376152682165 0.0008056772760316437 0.00034571620684026847 0.00011393827114940304 0.00066960308069176323 0.00067443305511599467 0.00074026012664393619 0.00035015917523795165 0.00094079233598352331 0.0004959652834538419 0.00039564881136381773 0.00039898953201338889 0.0010001890098347383 0.00089491081850362681 0.00058606175947534386 0.00074936207938715587 0.0005286898084886579 0.00060301624786327868 9.1627852318367355e-05 0.00079812039261832265 0.00078840286257372697 0.00018214648312910343 0.00061246272712166792 0.000551225654591489 0.00037643576510037053 0.00063786464932298636 0.00019565763127625711 -9.3555669421999666e-05 0.00066376047086880586 0.00023763669440157566 0.00071239223385115096
leaf_weight=67 50 238 79 34 82 152 37 76 48 63 22 20 29 21 443 29 20 26 1071 92 30 24 27 26 43 21 24 129 40 58
leaf_count=67 50 238 79 34 82 152 37 76 48 63 22 20 29 21 443 29 20 26 1071 92 30 24 27 26 43 21 24 129 40 58
internal_value=0 0.000360353 0.000313079 0.000746643 0.000392434 0.000757163 0.000573608 0.000776623 0.000680711 0.000491674 0.000143567 0.000769684 0.000673609 0.000617313 0.000777985 0.000701382 0.000793986 0.000110317 0.000790397 0.000713902 0.000317833 0.000743013 0.000691648 0.000470098 0.000739497 0.000333549 2.73976e-06 0.000705141 0.000155518 0.000793716
internal_weight=0 673 599 2448 408 2351 119 1874 477 97 191 1798 143 114 1655 429 1169 169 1149 400 289 74 308 47 486 259 50 281 119 1129
internal_count=3121 673 599 2448 408 2351 119 1874 477 97 191 1798 143 114 1655 429 1169 169 1149 400 289 74 308 47 486 259 50 281 119 1129
is_linear=0
shrinkage=0.00196078


Tree=7742
num_leaves=31
num_cat=0
split_feature=1 4 155 157 2 2 376 147 484 4 3 13 12 2 52 43 0 16 49 43 133 2 150 150 160 403 156 3 3 3
split_gain=0.390479 0.0910018 0.050111 0.0417521 0.0407228 0.0390331 0.0357494 0.0322249 0.0307516 0.0312757 0.0303924 0.0343255 0.0300394 0.0299179 0.0269272 0.0388554 0.0375131 0.0254434 0.0253052 0.024662 0.0246145 0.0477905 0.0442667 0.0390634 0.0370034 0.0374216 0.0443072 0.0444405 0.0495391 0.0320131
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.092235000000000025 0.25063000000000007 0.11159000000000001 0.090635000000000007 -0.0087999999999999988 0.018150000000000003 -0.13309499999999996 1.0000000180025095e-35 0.089570000000000025 -0.13033999999999998 0.12418000000000001 0.10366000000000002 -0.036484999999999997 -0.0013749999999999997 -0.087004999999999985 -0.05647499999999999 0.017095000000000003 0.13093500000000002 0.083555000000000004 0.083250000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.11386000000000002 -0.14186499999999996 -0.097174999999999984 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 13 10 7 8 17 12 -3 14 18 -1 15 16 19 -5 -10 -12 21 22 24 -22 25 -6 27 -27 -29 -30
right_child=1 5 -4 6 20 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0027717031266850729 -0.00057895894948160279 0.0042480937342520867 0.0069663330597696128 0.0045371123768854892 0.0087682389532742298 -0.0018171939921254915 3.7096450105309488e-05 0.00062589847394043492 0.0058735318504096502 0.0058487242472668489 -0.0006505791902808207 -0.0019297981814650649 0.0064430712919252425 0.006329192103030408 0.0049946474260650579 -0.0023959542496595535 0.0059216382059579104 0.0089262190175109692 0.0020678408854179838 0.0024546244877733684 0.0057099386913229385 0.00012016253371257337 0.0016103023938326675 0.009595828092554777 0.0072404033250186121 0.007213415438906314 0.0081938680820167059 -0.0010709842156973622 0.0046192360644401499 0.000945192635741218
leaf_weight=24 20 67 61 25 23 24 20 21 21 75 35 22 26 1575 30 20 24 28 104 95 340 20 33 28 87 39 30 21 155 28
leaf_count=24 20 67 61 25 23 24 20 21 21 75 35 22 26 1575 30 20 24 28 104 95 340 20 33 28 87 39 30 21 155 28
internal_value=0 0.00332619 0.00432715 0.00385365 0.00598389 0.00205998 0.00413069 0.0044036 0.00468794 0.00417953 0.00237756 0.00182302 0.00335046 0.0062758 0.00222774 0.00175069 0.00228921 0.00685589 0.0027072 0.00161861 0.00540334 0.00489501 0.00512457 0.0060056 0.00542736 0.00489448 0.00456812 0.00412049 0.0035292 0.00405709
internal_weight=0 718 401 340 2403 317 320 300 279 226 293 226 151 1599 204 174 154 53 125 130 804 436 416 368 383 296 273 243 204 183
internal_count=3121 718 401 340 2403 317 320 300 279 226 293 226 151 1599 204 174 154 53 125 130 804 436 416 368 383 296 273 243 204 183
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=31
num_cat=0
split_feature=1 1 4 3 52 4 0 2 4 14 132 157 15 1 51 16 15 14 484 3 151 43 4 3 0 51 475 151 1 15
split_gain=0.318526 0.0522498 0.0549149 0.0508522 0.0447923 0.0417686 0.039268 0.0341859 0.0566937 0.0360358 0.0333186 0.0332202 0.0306039 0.0424591 0.0286466 0.0295799 0.0278087 0.027196 0.0279391 0.0479971 0.0293166 0.0270257 0.0288503 0.0492554 0.0377162 0.0302804 0.0300628 0.0264661 0.0328755 0.0285989
threshold=0.11146500000000002 0.095950000000000021 -0.16363499999999997 0.31534000000000006 0.090245000000000006 -0.010655 -0.033209999999999996 0.11362000000000001 -0.064804999999999988 0.062655000000000016 0.10613500000000002 -0.06457499999999998 -0.41396999999999995 0.13820500000000002 -0.40274499999999996 -0.53943499999999989 0.035560000000000008 -0.47071999999999997 -0.070054999999999992 0.10732000000000001 -0.0017399999999999998 -0.52440999999999993 -0.46376499999999993 -0.10519499999999998 -0.063634999999999983 0.11548000000000001 0.016915000000000003 1.0000000180025095e-35 0.085760000000000017 -0.23060499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 5 16 6 11 9 -9 21 12 -2 -5 -14 -7 -16 -4 -17 -19 -20 -21 -1 23 -23 25 26 27 29 -29 -24
right_child=3 2 4 10 -6 14 -8 8 -10 -11 -12 -13 13 -15 15 17 -18 18 19 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.002009414458139376 0.0031369593709574214 0.0063812053093634958 0.0024663790788763437 0.0020434509304797523 0.0058655872831657307 0.0052463594687116501 0.0018342496095491306 -0.00077147500234700387 0.0047928403899760701 0.0076217701877411229 0.0033916835888073999 0.0080485988370128329 0.00072359980549663305 -0.0057924648001790053 0.0055499474226962777 0.0052616345508299262 0.0055598345640379089 -0.0019907965860329569 0.001049163508422532 0.001288356755616232 0.0059024031300214126 0.011173525499665023 0.0090577516822332449 0.0058258384302998971 0.0031746991055219306 0.0035017988898990945 0.0026341313284567814 0.0051357014265054858 0.00049613278935707757 0.0057141830721510641
leaf_weight=22 21 90 200 23 66 34 28 21 143 83 26 40 20 20 24 22 34 20 172 21 40 24 26 61 70 70 33 56 21 1590
leaf_count=22 21 90 200 23 66 34 28 21 143 83 26 40 20 20 24 22 34 20 172 21 40 24 26 61 70 70 33 56 21 1590
internal_value=0 0.00528223 0.00421474 0.00255207 0.0035648 0.00301019 0.0049346 0.00546977 0.00408034 0.0055806 0.000379841 0.00635771 -0.000863142 -0.00253443 0.00249586 0.0021831 0.00291586 0.00188926 0.00159602 0.0019039 0.00431396 0.00549473 0.00553403 0.00733577 0.00545196 0.00554071 0.00562341 0.00568167 0.00387036 0.00576798
internal_weight=0 2610 390 511 300 422 89 2220 164 2056 89 61 63 40 333 299 234 275 253 233 61 1973 1951 85 1866 1796 1726 1693 77 1616
internal_count=3121 2610 390 511 300 422 89 2220 164 2056 89 61 63 40 333 299 234 275 253 233 61 1973 1951 85 1866 1796 1726 1693 77 1616
is_linear=0
shrinkage=0.1


Tree=7744
num_leaves=31
num_cat=0
split_feature=4 2 3 123 149 44 2 457 47 2 2 96 1428 472 2 129 2 1429 1429 0 13 129 393 147 447 129 457 2 3 3
split_gain=0.259084 0.084521 0.0629171 0.0468233 0.0461947 0.0346508 0.0309327 0.0307964 0.0319648 0.0270908 0.028068 0.025489 0.0235852 0.0275269 0.0239913 0.0408072 0.0379665 0.0470217 0.050125 0.0418045 0.0383436 0.0302957 0.0307457 0.0292549 0.0302534 0.0288525 0.028705 0.0339252 0.0586097 0.0281387
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 0.25063000000000007 0.29113500000000009 0.11227500000000001 -0.0091949999999999983 0.094835000000000017 0.086715000000000014 0.08653000000000001 -0.043664999999999989 0.087625000000000022 -1.0000000180025095e-35 0.087245000000000003 0.083985000000000018 0.086295000000000011 -0.0058249999999999994 -0.085744999999999988 -0.047864999999999991 -0.04689999999999999 1.0000000180025095e-35 0.085205000000000017 0.085395000000000013 0.064110000000000014 0.08647500000000001 -0.082974999999999979 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 11 8 12 -5 -11 -2 14 -14 16 -16 17 19 -19 21 -18 -1 -23 29 -25 26 27 -24 -29 -17
right_child=4 -3 -4 9 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 23 20 18 -20 -21 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.0084683008709301559 0.0019743766425197344 -0.00035407206989034561 0.0016632105494276265 0.0011244597920570718 0.0056931659221715692 0.0079096126232271729 -0.0021606562828475782 0.0014433381935724846 0.0031143007459225676 0.0065720894513651741 0.0029000810838838605 -0.0016373684585449242 0.0043910437953085281 0.0086368632804904432 0.0004305320953869302 0.0046271271431733508 0.011146206167038708 -0.0011710816635362184 0.005607406265335158 0.00083013494011192109 0.005821800842194965 0.0015461463841016999 0.0052493046073443595 -0.00069636109168641274 0.004359224453118855 0.0075513272262601704 0.0080895342610099105 0.0050539078485024608 -0.0016340276552364232 0.0063576021371773098
leaf_weight=30 281 33 65 48 28 38 22 26 96 30 68 21 26 37 23 974 21 24 20 21 38 22 830 20 29 55 33 38 20 104
leaf_count=30 281 33 65 48 28 38 22 26 96 30 68 21 26 37 23 974 21 24 20 21 38 22 830 20 29 55 33 38 20 104
internal_value=0 0.00467655 0.00473723 0.00481204 0.00179628 0.00491272 0.00145951 0.00486692 0.00490309 0.00307084 0.00402417 0.00172323 0.00497571 0.00688462 0.00492346 0.00460035 0.00524601 0.00511263 0.00191005 0.00524696 0.00771693 0.00533719 0.00524307 0.00468545 0.00229572 0.0053264 0.00519353 0.00508591 0.00274772 0.00479407
internal_weight=0 2769 2736 2671 352 2525 324 2487 2461 146 98 302 2365 63 2302 1150 1152 1093 44 1049 59 1028 998 1127 49 976 921 888 58 1078
internal_count=3121 2769 2736 2671 352 2525 324 2487 2461 146 98 302 2365 63 2302 1150 1152 1093 44 1049 59 1028 998 1127 49 976 921 888 58 1078
is_linear=0
shrinkage=0.1


Tree=7745
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 4 1 2 2 50 1 0 1 52 1 1 15 52 43 1 0 4 151 4 2
split_gain=18.9754 3.21864 1.67467 1.32928 0.954191 0.859234 0.820938 0.669337 0.637474 0.616863 0.526912 0.458384 0.370416 0.268619 0.245328 0.225447 0.189269 0.184507 0.158215 0.157774 0.153108 0.143647 0.134414 0.131913 0.129658 0.119878 0.117198 0.109761 0.105238 0.100364
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.40124500000000002 -0.17966999999999997 0.077845000000000011 0.089885000000000007 0.11704500000000001 0.041865000000000006 0.13075500000000004 -0.22491999999999998 0.12000500000000001 -0.56176499999999996 0.12408500000000001 0.091195000000000012 -0.41396999999999995 -0.16675999999999999 -0.080324999999999994 0.14000500000000002 0.18019500000000002 0.033845000000000007 -0.086769999999999986 -0.013514999999999998 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 9 -8 12 -10 -4 20 28 21 29 -14 -3 -18 -12 -1 -6 -9 -13 -23 26 27 -20 -2 -5
right_child=1 4 11 15 14 -7 8 22 10 -11 19 23 16 -15 -16 -17 18 -19 25 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089323879159265804 0.00087158153229709124 0.00040908171058772435 0.00081023101587923306 0.00064630739940426036 0.00026785858149979108 0.00058016796350935209 0.0007635854369674633 0.00089672799222171304 0.00076041577858667751 0.00055373820720934399 0.00045798312408658754 0.00056754520394745802 0.00067023817675452625 0.00057227947694413802 0.00039147266705111678 0.0003121615484940098 0.00095012798678121787 0.0002236263060970514 0.00074590223219006796 0.00032585267031538318 0.00083664655087784651 0.00020766942784664969 0.001080546524729664 0.00037857872036778752 5.9016614275820113e-06 0.00068072924134778034 0.00079458576640396654 0.00085638330181195775 0.0007572032845198078 0.00047817420079328341
leaf_weight=1117 65 30 28 21 36 41 30 20 20 25 142 49 27 20 26 24 45 66 37 46 220 24 65 20 25 20 207 527 59 39
leaf_count=1117 65 30 28 21 36 41 30 20 20 25 142 49 27 20 26 24 45 66 37 46 220 24 65 20 25 20 207 527 59 39
internal_value=0 0.000479361 0.000851118 0.0006688 0.0003823 0.000861535 0.000434642 0.000866529 0.000496381 0.000860005 0.000457842 0.000598637 0.000863486 0.000783148 0.0002248 0.000472775 0.000831817 0.000281581 0.000837036 0.000425653 0.000883927 0.000173818 0.0010373 0.000512772 0.000104727 0.000830602 0.00083449 0.000849135 0.00081716 0.000537021
internal_weight=0 673 2448 228 445 2351 334 2310 238 2225 208 97 2200 144 111 84 863 96 836 188 1337 85 85 69 49 791 771 564 124 60
internal_count=3121 673 2448 228 445 2351 334 2310 238 2225 208 97 2200 144 111 84 863 96 836 188 1337 85 85 69 49 791 771 564 124 60
is_linear=0
shrinkage=0.00196078


Tree=7746
num_leaves=31
num_cat=0
split_feature=1 4 457 3 48 0 1 15 1455 1453 49 52 42 133 456 12 3 1374 51 13 157 16 1212 1212 4 1452 0 43 16 475
split_gain=0.275784 0.0688559 0.0572457 0.0380887 0.0368018 0.0326733 0.0324445 0.0331872 0.027232 0.0332372 0.0280984 0.0274203 0.0277458 0.027474 0.0273013 0.0449126 0.0371171 0.0314972 0.0267769 0.031137 0.0305576 0.0322139 0.0341622 0.0295656 0.0284282 0.0293415 0.0351699 0.0274063 0.026673 0.0411107
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.07793499999999999 0.085485000000000019 0.22582000000000002 0.14699000000000004 -0.41396999999999995 -0.23681499999999997 -0.13306499999999996 0.11560500000000001 -0.12647999999999995 0.083935000000000023 0.098785000000000012 0.077935000000000018 0.084225000000000008 0.10732000000000001 -0.096434999999999979 -0.22411499999999998 0.0036400000000000004 -0.05495499999999999 0.16703000000000004 0.055770000000000007 0.095315000000000011 0.00063500000000000004 0.084085000000000007 -0.075934999999999989 -0.14035499999999998 0.0065250000000000004 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 -3 -8 -1 -10 14 13 -13 -12 16 -16 17 -11 -19 24 -21 22 -22 -24 27 26 -26 -20 29 -29
right_child=1 6 4 -5 -6 -7 7 -9 9 10 11 12 -14 -15 15 -17 -18 18 19 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0076619328895481537 0.0055588385791736535 0.0022488076933520709 -0.0022905351229659892 0.0034515596933824087 0.0027295475348364565 0.0010483410768210887 0.0015758553799241782 -0.0033140611359039731 0.0010030075348913671 0.0015439813025295735 0.0066513498421622123 -0.00088186348089948309 0.0035945879874957933 0.0021305108955129983 0.0084897871784050949 0.0049912157836023508 0.0019472238330824954 0.0071532530001183941 0.0076591192066604117 0.00068011099634611091 0.0054166472287816682 0.00089192077335294184 -0.00024171920006417418 0.0044909540620265585 0.0046319421014961518 0.0081866739882389093 0.0013848655709328963 0.0084101895804051304 0.0042898551902379942 0.0054681166363161346
leaf_weight=41 128 264 23 260 40 20 35 23 20 24 41 20 45 20 64 86 37 67 57 23 197 23 22 33 273 20 38 50 179 948
leaf_count=41 128 264 23 260 40 20 35 23 20 24 41 20 45 20 64 86 37 67 57 23 197 23 22 33 273 20 38 50 179 948
internal_value=0 0.00289528 0.00369276 0.00414674 0.000896819 0.00507296 0.00177831 -0.000363249 0.00510753 0.00506174 0.00509754 0.00364631 0.00221722 0.00516911 0.00518295 0.00648394 0.00508494 0.00514435 0.00518912 0.00511848 0.00418161 0.00447446 0.00480144 0.00259788 0.00529688 0.00447395 0.00423519 0.00551762 0.00541391 0.00561552
internal_weight=0 773 451 388 63 2348 322 58 2328 2287 2267 126 65 61 2141 150 1991 1954 1930 1863 298 275 252 55 1565 331 311 1234 1177 998
internal_count=3121 773 451 388 63 2348 322 58 2328 2287 2267 126 65 61 2141 150 1991 1954 1930 1863 298 275 252 55 1565 331 311 1234 1177 998
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 1375 44 9 3 43 3 147 9 4 0 15 48 12 0 1 4 4 0 3 483 1 43 1213 402 1209 12
split_gain=0.227925 0.0645674 0.0435997 0.0486471 0.0421518 0.0330563 0.0300712 0.0298267 0.0355186 0.0359077 0.029182 0.0278466 0.0283098 0.048592 0.0499115 0.0272635 0.0335915 0.0501157 0.0300581 0.0424364 0.0250058 0.0251126 0.0303929 0.0276871 0.0327824 0.0297956 0.0305683 0.0313098 0.060161 0.0247184
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.084824999999999998 -0.27302499999999996 0.081805000000000017 0.081890000000000004 0.12178000000000001 -0.078654999999999989 -0.0043399999999999992 0.091170000000000015 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.088005000000000014 -0.040564999999999997 -0.097024999999999986 0.14173500000000003 -0.046564999999999988 0.053180000000000012 -0.085669999999999982 -0.045649999999999989 0.10200000000000002 0.093100000000000002 -0.15582499999999996 0.104315 -0.0044849999999999985 0.087355000000000002 -0.083994999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 20 8 9 29 -10 12 15 -14 -15 16 -2 -18 19 -17 21 23 -23 24 25 -3 27 28 -27 -6
right_child=11 6 -4 4 5 -7 -8 -9 10 -11 -12 -13 13 14 -16 18 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0080367581089376468 0.0068233591970056299 0.0080540108271608402 -0.0005568428287425867 -0.00075328124727567906 0.002063477385726637 0.0072460714680346429 0.0077747836670217412 0.001251367059620944 0.0047254242996842442 -0.0011323121933104552 0.0010755198328600577 -0.0011501169334223961 0.0042627874466901021 0.0010390375295280727 -0.0041863364595919848 0.0062708062527235603 -0.00075776207441877988 0.0045525094787500662 -0.0019085978462715588 0.00071537276691577235 0.0036865807119964436 0.0045195358082483466 0.0006829632170376413 0.0081912841120113933 0.0013760585639038649 0.010150263396402201 0.0019410849642008546 0.0049629157221513908 0.0031996469020668886 0.004873884770809217
leaf_weight=24 27 35 26 23 81 24 30 55 251 23 24 32 30 68 25 20 27 52 21 44 270 1233 21 30 23 33 30 468 20 51
leaf_count=24 27 35 26 23 81 24 30 55 251 23 24 32 30 68 25 20 27 52 21 44 270 1233 21 30 23 33 30 468 20 51
internal_value=0 0.00438199 0.00344565 0.00363282 0.00343415 0.00362336 0.00463049 0.00344409 0.00372456 0.00251398 0.00440689 0.00166009 0.00194648 0.00076325 -0.000365633 0.00270845 0.00377832 0.00273761 0.00137426 0.00245145 0.00458688 0.00471529 0.00445529 0.00522552 0.00507942 0.00522478 0.00504506 0.00522379 0.00752739 0.00314932
internal_weight=0 2775 582 556 532 509 2193 485 430 155 275 346 314 123 93 191 106 79 85 64 2163 1893 1254 639 609 586 551 521 53 132
internal_count=3121 2775 582 556 532 509 2193 485 430 155 275 346 314 123 93 191 106 79 85 64 2163 1893 1254 639 609 586 551 521 53 132
is_linear=0
shrinkage=0.1


Tree=7748
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 14 4 1 2 1 47 0 1 4 1 150 13 2 15 43 50 12 43 0 2 15 49 49
split_gain=16.712 1.90378 1.78207 1.23063 0.925061 0.863601 0.77274 0.525816 0.489644 0.433661 0.42982 0.315309 0.294156 0.260092 0.24722 0.238255 0.396371 0.313229 0.221877 0.220048 0.191991 0.160229 0.15227 0.148375 0.142687 0.140206 0.132423 0.12667 0.117071 0.116096
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.14753000000000002 0.27834500000000006 0.14285500000000004 0.076175000000000007 0.40945500000000007 0.09253500000000002 0.089885000000000007 0.12000500000000001 0.090100000000000013 -0.062294999999999996 0.091195000000000012 -0.013514999999999998 0.083345000000000016 0.081835000000000019 -0.15416999999999995 0.11411 0.013270000000000002 0.064745000000000011 0.041865000000000006 0.095780000000000018 -0.0064299999999999991 -0.066689999999999985 0.087675000000000017 -0.41942499999999994 -0.043469999999999995 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 8 19 7 10 12 -4 14 -10 20 -14 -1 18 23 -18 -12 -2 -3 -20 27 -17 -7 -16 -9 -6 -5 -11
right_child=1 4 9 28 22 24 -8 26 11 29 15 -13 13 -15 25 16 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082126445934839465 0.0007176931042348028 0.00033846147102760334 0.00071237130969281561 0.00036723404305567049 0.00022173294504100683 0.00029694440297938586 0.00051437121071563777 0.0010111770244921241 0.00043630745517564753 0.00052362560180195582 0.00058549505099306362 0.00023681707204730229 0.00067803461401107819 0.00040442148014345274 0.00076755483739450469 0.00077123722037978162 0.00070206515751231242 0.00037815622579050705 0.00080552535608592547 0.00049076505407106641 0.00051684785073552171 0.00069857475964575156 0.00030261570578226656 0.00068882088118851759 0.00047331746215150897 0.00060946944754059406 0.00085191493628346802 5.6263157392821039e-05 0.00056770191563555955 0.00037133937833625625
leaf_weight=1118 92 73 34 24 29 29 39 49 44 38 21 99 34 22 213 225 24 22 410 20 34 62 23 134 45 24 34 46 21 39
leaf_count=1118 92 73 34 24 29 29 39 49 44 38 21 99 34 22 213 225 24 22 410 20 34 62 23 134 45 24 34 46 21 39
internal_value=0 0.000404416 0.00077087 0.000782013 0.000328841 0.000568568 0.000788099 0.000792669 0.000381939 0.000527934 0.000787023 0.000298199 0.000455405 0.000570544 0.00080907 0.000753755 0.000718517 0.000547152 0.000782703 0.00067717 0.000395145 0.000791477 0.000163046 0.000740475 0.000404198 0.000751546 0.000945937 0.000120245 0.000460786 0.000446494
internal_weight=0 590 2531 2420 404 186 2375 2336 306 111 2253 143 163 56 1355 898 405 46 493 112 107 472 98 359 74 237 83 75 45 77
internal_count=3121 590 2531 2420 404 186 2375 2336 306 111 2253 143 163 56 1355 898 405 46 493 112 107 472 98 359 74 237 83 75 45 77
is_linear=0
shrinkage=0.00196078


Tree=7749
num_leaves=31
num_cat=0
split_feature=1 3 1 150 12 150 123 13 4 2 4 16 12 48 15 2 39 15 43 51 13 39 1456 132 1 16 16 157 15 0
split_gain=0.241749 0.0436682 0.0411487 0.0467053 0.0399226 0.0326041 0.0313974 0.0395701 0.0361763 0.0392011 0.030668 0.0364917 0.0301497 0.0294837 0.032052 0.0265715 0.0263901 0.0258877 0.0259054 0.0256905 0.0306119 0.0243646 0.0243534 0.0242737 0.0428638 0.0233313 0.0229359 0.0365294 0.0362424 0.0412822
threshold=0.11146500000000002 0.31299000000000005 0.089625000000000024 1.0000000180025095e-35 -0.010834999999999999 0.085210000000000022 0.083745000000000014 -0.012119999999999997 0.41257000000000005 1.0000000180025095e-35 -0.034939999999999992 -0.06421499999999998 0.092465000000000006 -1.0000000180025095e-35 -0.085319999999999993 0.13404500000000005 0.096625000000000016 -0.43375999999999998 -1.0000000180025095e-35 -0.20636999999999997 -0.088464999999999988 0.084780000000000008 -0.084149999999999989 0.10833500000000001 0.14754500000000001 0.13751500000000003 0.19444000000000003 -0.037734999999999998 -0.076244999999999993 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 15 4 21 -5 8 16 9 12 -11 -12 -2 -7 -15 26 -8 18 -10 -6 -21 -4 -22 24 -3 -17 -1 -28 -29 -30
right_child=1 23 3 5 19 13 7 -9 17 10 11 -13 -14 14 -16 25 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0050345909207487856 0.0087432727387005641 0.0010894251288846135 -0.00045689129813884696 -0.00027692481592696695 0.008156020615881842 0.0010322652663467679 0.0039477165089920165 -0.0015315528419759016 0.00096739513838353273 0.0052278074030591938 0.0033422869625428578 -0.0020197120661826127 0.0045516454976631138 0.0027219113257238047 0.0069056376294853788 0.00058038859214219784 0.00019608852471719729 -6.3375190853379496e-05 0.0049990663818521974 0.0016962339690722089 0.0082248000008985408 0.0035927068563745336 0.0046391388948874455 0.0035491288950045908 -0.003845597828816002 0.0049674538768489261 0.005933500527779953 0.0065448542042689118 -0.0016056780031205909 0.0032293295913568896
leaf_weight=1688 22 66 24 35 21 41 50 34 30 27 30 22 78 47 30 27 30 43 34 34 20 39 358 21 24 22 66 26 21 111
leaf_count=1688 22 66 24 35 21 41 50 34 30 27 30 22 78 47 30 27 30 43 34 34 20 39 358 21 24 22 66 26 21 111
internal_value=0 0.0022426 0.00462107 0.00393087 0.00440203 0.00240346 0.00272957 0.00132628 0.00328892 0.00415847 0.00249349 0.00107375 0.0054738 0.00319849 0.00435193 0.00484949 0.00254086 0.00183425 0.00310922 0.00474424 0.00457034 0.00205 0.00482886 0.000487742 -0.000226581 0.00255009 0.00490842 0.00395765 0.00313229 0.00246012
internal_weight=0 511 2610 649 496 153 400 114 286 179 79 52 100 118 77 1961 80 107 64 433 412 63 378 111 90 49 1912 224 158 132
internal_count=3121 511 2610 649 496 153 400 114 286 179 79 52 100 118 77 1961 80 107 64 433 412 63 378 111 90 49 1912 224 158 132
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=31
num_cat=0
split_feature=1 402 2 133 43 13 9 44 1 0 151 13 51 376 16 1 15 131 2 3 12 39 43 42 1213 42 132 480 12 133
split_gain=0.195817 0.0390938 0.0364204 0.0479051 0.0374944 0.037519 0.0339864 0.0339479 0.037423 0.0663351 0.0324811 0.0310214 0.0266494 0.0361295 0.0341882 0.0347386 0.0249005 0.0246415 0.062665 0.0240811 0.0257486 0.0263245 0.0378972 0.0268149 0.0499913 0.0259666 0.0245599 0.0252265 0.0459495 0.0324823
threshold=0.11146500000000002 0.099740000000000009 0.13622000000000004 0.085635000000000003 0.084740000000000024 -0.074044999999999986 -1.0000000180025095e-35 0.081805000000000017 0.089625000000000024 -0.12333499999999999 -0.083969999999999975 -0.061684999999999997 0.087505000000000013 0.049360000000000008 -0.5224049999999999 0.10557500000000002 -0.07879499999999999 0.090030000000000013 0.31358000000000003 0.10732000000000001 0.088245000000000004 0.10076500000000001 -0.11720999999999999 0.090835000000000013 0.10336000000000002 -0.087819999999999981 0.088210000000000011 0.086930000000000021 0.084795000000000023 0.088525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 8 19 12 -11 -5 13 14 -10 -16 -13 18 -4 20 21 22 25 24 26 -8 27 29 -29 -24
right_child=1 -3 17 11 -6 -7 7 -9 9 10 -12 16 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00097012577514926147 0.0011423958024048867 -0.0023154697986319662 0.0014312668614472977 0.0028666865995546687 0.006728411773820559 0.003928661299225966 0.004904380542575382 0.0076019220824899347 0.0023194315044108679 0.0010844318906653343 0.0042968052821036181 -0.0038055969960987569 0.0045569458678364752 0.004099883087578097 -0.0038833787462984521 0.0012822074603046412 0.0011844385403674098 0.003837906716104884 -0.004170193624061843 0.0012259658135008067 0.0040231644836906831 0.001886936540775482 0.0048567609451172222 0.0067532003874914842 3.1884497730061412e-05 0.0087054182758282243 0.0020283098260680324 0.010656058052554727 0.0043802893421213537 0.0027256793606647992
leaf_weight=33 72 20 119 32 31 147 32 29 37 34 424 20 25 28 30 23 20 26 24 24 900 31 675 58 24 41 34 20 28 80
leaf_count=33 72 20 119 32 31 147 32 29 37 34 424 20 25 28 30 23 20 26 24 24 900 31 675 58 24 41 34 20 28 80
internal_value=0 0.00201834 0.00219487 0.00281881 0.00347339 0.00301263 0.00415896 0.0041998 0.00416108 0.00347129 0.00405833 0.000545983 0.00159111 0.000962755 -1.32403e-05 -0.00164171 -0.00131058 0.00100605 0.000491162 0.004374 0.00441329 0.00475651 0.00484618 0.00467198 0.00453178 0.00703921 0.00466081 0.00477228 0.00699519 0.00463095
internal_weight=0 511 491 322 250 219 2610 2577 2548 601 458 72 143 118 90 53 40 169 143 1947 1923 1023 992 919 861 73 837 803 48 755
internal_count=3121 511 491 322 250 219 2610 2577 2548 601 458 72 143 118 90 53 40 169 143 1947 1923 1023 992 919 861 73 837 803 48 755
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 14 1 47 4 2 2 4 1 4 1 43 47 52 11 13 156 16 2 51 51 4 15 131
split_gain=9.24712 1.53666 0.939253 0.906599 0.496869 0.445097 0.403961 0.318571 0.280032 0.279358 0.236996 0.211638 0.17243 0.191104 0.134887 0.114443 0.157708 0.116733 0.102953 0.0811139 0.0805293 0.0782287 0.073014 0.112276 0.0797676 0.0710528 0.0848002 0.0708997 0.070692 0.0692485
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.40124500000000002 0.14122000000000004 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.14285500000000004 0.42051500000000003 0.091195000000000012 -0.013514999999999998 0.083345000000000016 0.064745000000000011 0.090100000000000013 0.40674500000000008 1.0000000180025095e-35 -0.082759999999999986 0.087380000000000013 -0.010264999999999998 0.084985000000000019 -0.090529999999999985 -0.025879999999999997 -0.036839999999999991 -0.12563999999999997 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 7 11 -5 12 -6 14 13 -4 19 17 21 -13 -3 22 -9 -17 25 -24 -25 -1 -27 -2 -23 -14
right_child=1 2 9 8 10 -7 -8 20 -10 -11 -12 15 29 -15 -16 16 -18 -19 -20 -21 -22 28 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00057884078686368592 0.00069122230276173237 0.00034921602229492623 0.0003762024510258508 0.00059540256978181264 0.00059515559581481436 0.0003851909135632655 0.00045531695554525527 0.00067597175871624666 0.00037459699802826468 0.00042076415328529061 0.00038435597116274957 0.0006574408104882526 0.00014890997538717079 0.00022658676791084304 0.00061820686862882018 0.00065672142658702924 0.00047857141693125564 0.00057254760547343166 0.00046627736395824323 0.00056898001080191239 0.00080842743527290281 0.00068581098956721172 0.00071351268406119118 0.00048139556274548467 0.00062250317370626427 0.00077888464487738899 0.00067912616434508968 0.00055545772296262605 0.0005813633959398446 0.00027806875442026879
leaf_weight=26 50 192 52 34 70 25 41 25 63 37 29 393 79 89 220 104 38 74 34 29 60 28 42 20 67 34 899 21 226 20
leaf_count=26 50 192 52 34 70 25 41 25 63 37 29 393 79 89 220 104 38 74 34 29 60 28 42 20 67 34 899 21 226 20
internal_value=0 0.000378244 0.000346067 0.000637761 0.00041757 0.000645426 0.000648223 0.000651684 0.000451993 0.000262174 0.000533406 0.000647134 0.000237725 0.000281764 0.000662584 0.000623196 0.000598676 0.000643989 0.000366827 0.000671325 0.00076947 0.000611424 0.000674053 0.000630257 0.000590065 0.000679944 0.000682762 0.000651067 0.000592877 0.000175003
internal_weight=0 673 602 2448 325 2351 2326 2285 97 277 99 2200 240 141 1337 863 396 467 226 1117 85 358 1088 129 87 959 933 71 254 99
internal_count=3121 673 602 2448 325 2351 2326 2285 97 277 99 2200 240 141 1337 863 396 467 226 1117 85 358 1088 129 87 959 933 71 254 99
is_linear=0
shrinkage=0.00196078


Tree=7752
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 2 1 4 47 1 4 50 52 1 2 16 14 1 2 0 52 4 0 3
split_gain=12.3489 1.99632 1.2825 1.14835 0.858033 0.677125 0.51308 0.39371 0.378491 0.352121 0.289043 0.191113 0.143572 0.139007 0.126481 0.158107 0.14962 0.127074 0.121174 0.0988357 0.250582 0.0880972 0.0827553 0.0743 0.0705971 0.0826956 0.0660351 0.103002 0.151831 0.114631
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.089885000000000007 0.17025000000000004 0.091195000000000012 0.36766000000000004 0.078345000000000012 0.11669000000000002 0.41555500000000006 0.081075000000000022 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -0.11118499999999999 0.096015000000000017 0.11588000000000001 0.098630000000000009 -0.010949999999999998 0.40674500000000008 -0.46376499999999993 -0.070154999999999981 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 7 10 23 -5 12 13 26 -4 15 -3 17 -16 -12 24 -21 -13 -9 -6 -20 -26 27 -1 29 -29
right_child=1 2 11 9 8 -7 -8 22 -10 -11 18 21 -14 -15 16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00081539191062154339 0.00065887078236162697 0.00033969946681891219 0.0003143873957146278 0.00060667663440967649 0.00065002212157616254 0.00043306807099225791 0.00038317359157505419 0.00084068265826477574 0.00035363841062536214 0.00035907603142892614 0.0007372302998644594 0.00014299719092398307 0.00063853375683414109 0.00017172835245749974 0.00057450766145598648 0.00023653400977767221 0.00025726014562994662 0.00036661686898289221 0.00065614570416974933 0.00039460613850412059 0.00064526677722363823 -2.5007077467229554e-05 0.00070476791474456874 0.00053309231517686311 0.00062813136033441647 0.00052457794503364718 0.00060099187213234837 0.00069965747194642651 0.00054759853123839382 0.0005596661611514933
leaf_weight=27 74 141 38 34 39 48 24 61 39 63 45 28 220 85 20 96 21 26 418 23 46 21 24 45 292 33 29 1011 27 23
leaf_count=27 74 141 38 34 39 48 24 61 39 63 45 28 220 85 20 96 21 26 418 23 46 21 24 45 292 33 29 1011 27 23
internal_value=0 0.000355038 0.000317502 0.000654938 0.000375085 0.000663565 0.000668369 0.000671372 0.000513268 0.000445864 0.000666299 0.000174549 0.000684318 0.000215802 0.000319176 0.000297911 0.000394398 0.000457004 0.000638189 0.0006327 0.000561713 7.09954e-05 0.000802307 0.000587381 0.000639293 0.000617617 0.000693335 0.000695797 0.000692753 0.000696544
internal_weight=0 673 599 2448 427 2351 2303 2279 123 97 2194 172 1337 123 304 237 67 46 857 812 69 49 85 84 743 325 1117 1088 1061 1034
internal_count=3121 673 599 2448 427 2351 2303 2279 123 97 2194 172 1337 123 304 237 67 46 857 812 69 49 85 84 743 325 1117 1088 1061 1034
is_linear=0
shrinkage=0.00196078


Tree=7753
num_leaves=31
num_cat=0
split_feature=1 3 12 15 46 3 3 1 151 4 49 13 4 13 1447 159 159 1456 13 51 474 1213 403 1211 2 4 12 16 43 1209
split_gain=0.245106 0.0416749 0.041584 0.0500562 0.0430833 0.0448172 0.0362794 0.0325401 0.041694 0.0287837 0.0346951 0.025879 0.0240239 0.0254648 0.0401184 0.102206 0.0361504 0.0433515 0.0338092 0.0525664 0.0305809 0.0300773 0.0306467 0.030271 0.0377137 0.0409329 0.0528831 0.0325549 0.0246834 0.0301561
threshold=0.11146500000000002 0.31534000000000006 0.078300000000000008 0.035560000000000008 0.084955000000000017 0.11924500000000002 -0.11171999999999999 0.10171500000000001 0.032230000000000009 -0.010655 -0.056454999999999991 -0.47860499999999995 0.053180000000000012 -0.085384999999999975 -0.085024999999999989 -0.085489999999999997 -0.016814999999999997 -1.0000000180025095e-35 -0.085804999999999979 -0.022999999999999996 0.083685000000000023 0.027540000000000002 -0.056969999999999993 0.080695000000000003 0.084305000000000005 -0.019614999999999997 0.085055000000000006 -0.091114999999999988 -0.53814999999999991 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 -1 8 -8 10 -2 -3 13 16 15 -15 17 -4 19 20 -18 23 -23 24 27 26 -26 -21 -16 -30
right_child=1 11 12 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 28 -17 18 -19 -20 21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0009257600007748063 0.0017765260712181001 0.0016788477805675939 0.011547628787520808 0.0067990061589780285 0.0079620595200962964 -0.00021604944494990351 0.0049496946202309215 0.0023274036574796562 0.00018779449281282725 0.0023240835848561555 0.0058642201107431905 -0.0018515005802107751 0.0039889220949157417 0.0072207326767966158 0.0084144198801368482 -0.0023701605722308162 0.00639956828241271 0.0063221350857646311 0.0016027828280736384 0.0093786457242624084 0.011558707081712784 0.0051311100212236248 0.010295795716228896 0.0078139971673058788 -0.0019273015796594944 0.0054196456880336412 0.0034326120143788694 0.0046673302140251586 0.0024140146199594409 0.0049666126143707787
leaf_weight=44 33 56 20 53 21 33 228 88 20 333 56 33 244 20 20 25 27 77 24 22 20 27 20 26 24 63 79 44 48 1293
leaf_count=44 33 56 20 53 21 33 228 88 20 333 56 33 244 20 20 25 27 77 24 22 20 27 20 26 24 63 79 44 48 1293
internal_value=0 0.00233632 0.00473125 0.00389785 0.00354356 0.00331889 0.00362587 0.00397946 0.00456567 0.00275105 0.00434856 0.000369842 0.00492242 0.00504365 0.00483012 0.00189246 0.00567835 0.00739956 0.00523431 0.00548191 0.00859495 0.0050022 0.00732885 0.00457835 0.00421574 0.0034118 0.0021837 0.00623777 0.00492725 0.00487524
internal_weight=0 511 2610 487 434 413 380 336 248 422 89 89 2123 1879 1406 45 473 97 376 352 47 305 47 258 232 166 103 66 1361 1341
internal_count=3121 511 2610 487 434 413 380 336 248 422 89 89 2123 1879 1406 45 473 97 376 352 47 305 47 258 232 166 103 66 1361 1341
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 14 1 2 1 47 2 4 0 150 4 0 475 150 3 12 47 3 0 15 48 52 131 4 12
split_gain=7.35611 1.16123 0.742872 0.722923 0.443757 0.402784 0.213141 0.199282 0.189734 0.188757 0.185695 0.179027 0.119137 0.14669 0.133946 0.103169 0.108929 0.0938932 0.0960218 0.0935358 0.0859165 0.0824252 0.0747882 0.0717782 0.0685192 0.066508 0.0662876 0.0619848 0.056667 0.0627826
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.11474000000000002 0.15022500000000003 0.13082500000000002 0.14122000000000004 0.00063500000000000004 -0.11173999999999999 0.09487000000000001 -0.55119499999999988 -0.079119999999999982 -0.066784999999999983 1.0000000180025095e-35 -0.12711499999999995 0.11472500000000001 0.090100000000000013 0.42240500000000009 -0.14454499999999995 -0.03241999999999999 0.081805000000000017 0.056145000000000007 0.09031500000000002 -0.0070899999999999991 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 5 4 21 6 12 -4 28 10 20 17 13 24 23 -15 -17 -7 -19 -18 26 -3 -11 -14 -1 -9 -5 -2 -6 -30
right_child=1 3 7 9 8 11 -8 25 -10 22 -12 -13 14 15 -16 16 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00051535798578473534 0.00057397044672607999 0.00027076870314327571 0.00050453020139735614 0.00016717067403357083 0.00057776034796605254 0.00057090490411791964 0.00065477115301063558 0.00022504225835885875 0.00029717116036521182 0.00016645487904658212 0.00037815022734098659 0.0003653673814108131 0.00061347630042241086 0.00069545838011413053 0.00037977234484085418 0.00056714384788303309 0.00042712452374033482 0.00049785322984814587 0.00037644467152216852 0.0005378739148970557 0.00032236192746733141 0.00037833704021371281 2.7693723718419212e-05 0.00051246254517628919 0.00036912991627121141 0.000352856566021645 0.00025878949549901426 0.00045398727702159505 0.00051728220188791121 0.0003852156646111432
leaf_weight=28 49 190 28 126 21 63 76 24 26 32 27 41 31 21 27 1075 32 346 27 350 21 32 28 212 22 45 40 25 31 25
leaf_count=28 49 190 28 126 21 63 76 24 26 32 27 41 31 21 27 1075 32 346 27 350 21 32 28 212 22 45 40 25 31 25
internal_value=0 0.000301708 0.000533174 0.00027308 0.000335626 0.000540112 0.00055306 0.000365014 0.000441996 0.000198893 0.000226144 0.000489242 0.000548761 0.000555471 0.000510791 0.000559004 0.000557037 0.00050089 0.000489065 0.000528596 0.000204196 0.000286274 0.0001017 0.000525349 0.000451018 0.000308399 0.000189247 0.000533436 0.000490897 0.000458324
internal_weight=0 673 2448 599 325 2351 1874 97 103 274 214 477 1798 1528 270 1478 1457 436 373 382 187 222 60 243 50 69 166 74 77 56
internal_count=3121 673 2448 599 325 2351 1874 97 103 274 214 477 1798 1528 270 1478 1457 436 373 382 187 222 60 243 50 69 166 74 77 56
is_linear=0
shrinkage=0.00196078


Tree=7755
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 4 47 2 2 14 1 4 4 1 1 47 43 12 15 48 1 1447 52 4 0 3 3 12
split_gain=19.8968 3.2725 1.78191 1.6497 1.31579 0.982349 0.83015 0.597439 0.584466 0.52681 0.449392 0.438636 0.414605 0.354381 0.213103 0.251404 0.184013 0.18272 0.158625 0.156593 0.150027 0.1213 0.116933 0.104831 0.100288 0.11049 0.121023 0.120186 0.100016 0.0980966
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.14122000000000004 0.40473500000000007 0.13082500000000002 0.089775000000000008 0.14285500000000004 0.062655000000000016 0.077845000000000011 0.27834500000000006 -0.013514999999999998 0.086920000000000011 0.091195000000000012 0.090100000000000013 0.05259500000000001 0.092550000000000007 -0.41942499999999994 0.081805000000000017 0.14754500000000001 -0.082869999999999985 0.40674500000000008 -0.50690499999999983 -0.070154999999999981 0.086245000000000016 -0.017889999999999996 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 9 -6 10 11 13 16 -5 -4 18 19 24 -3 23 -16 -12 -14 -22 -11 25 -1 27 -27 -15 -20
right_child=1 2 8 12 7 -7 -8 -9 -10 14 20 -13 21 28 15 -17 -18 -19 29 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0009623132154690815 0.00078365449030120095 0.00033772993610202179 0.00042609767407710794 0.00072596550864331862 0.00072861001722656607 0.00039905197465536644 0.0005132779862957956 0.00039858466172529978 0.00047071673762323944 0.00092371696687751587 0.00019357858416212256 0.00098420333361142333 0.00033049433746259489 0.00029512416907274611 0.00077874749461405944 0.00056576234525909609 0.00075962674025439533 0.00049573601883699402 0.00060097518743890707 0.00069825953685208081 0.00010817139140636638 0.00050310723564723472 -6.4394994617613985e-05 0.00079483010346896056 0.00070793395351928339 0.00082877986842385819 0.00070317370917501989 0.00068226994916716999 0.00016387921700301191 0.00074842873032528612
leaf_weight=22 74 191 39 28 71 25 41 30 34 26 37 59 24 33 191 35 220 33 22 181 36 45 26 363 29 1001 32 22 69 82
leaf_count=22 74 191 39 28 71 25 41 30 34 26 37 59 24 33 191 35 220 33 22 181 36 45 26 363 29 1001 32 22 69 82
internal_value=0 0.000394645 0.000346587 0.000775321 0.000444783 0.00078566 0.000789816 0.000630583 0.000230114 0.000794778 0.000196029 0.000818778 0.000524729 0.000267125 0.000757844 0.000724637 0.000811417 0.000361008 0.000785259 0.000739585 9.47708e-05 0.000443068 3.58048e-05 0.000803445 0.000821719 0.000824783 0.000821915 0.000825629 0.000206341 0.000717237
internal_weight=0 673 599 2448 325 2351 2326 101 274 2285 240 1385 97 141 900 407 1326 224 493 372 99 69 62 389 1106 1077 1055 1023 102 104
internal_count=3121 673 599 2448 325 2351 2326 101 274 2285 240 1385 97 141 900 407 1326 224 493 372 99 69 62 389 1106 1077 1055 1023 102 104
is_linear=0
shrinkage=0.00196078


Tree=7756
num_leaves=31
num_cat=0
split_feature=1 12 3 4 1 2 12 4 43 150 0 1 4 14 159 3 4 3 150 12 1 42 2 1 43 3 1 14 0 16
split_gain=16.7151 2.01687 1.90957 1.0068 0.996982 0.820416 0.655346 0.45275 0.441115 0.349173 0.300765 0.296223 0.288027 0.243102 0.236845 0.213222 0.21814 0.248596 0.212463 0.210308 0.207443 0.193081 0.182835 0.240839 0.159569 0.130249 0.121898 0.121501 0.113448 0.116756
threshold=0.10752500000000002 0.051320000000000005 -0.059315 0.27834500000000006 0.08864000000000001 0.14530500000000005 0.091475000000000015 0.27287000000000006 -0.04890499999999999 1.0000000180025095e-35 -0.23194499999999998 0.12765500000000005 0.053180000000000012 0.076175000000000007 0.078675000000000009 -0.11171999999999999 -0.064054999999999987 0.013900000000000001 1.0000000180025095e-35 0.13597000000000004 0.16175000000000003 0.095405000000000004 0.089005000000000015 0.081315000000000012 -0.013199999999999998 -0.10115999999999999 0.09697500000000002 -0.46166999999999997 -0.11991499999999998 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 21 10 7 13 14 -6 -10 -1 27 19 22 18 -12 -17 -18 24 28 -7 -2 -3 -24 -4 -14 -11 -9 -8 -30
right_child=2 6 5 -5 8 20 12 11 9 26 15 -13 25 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00096650914871756403 0.00074351848601925845 0.00083378844915193984 0.00042128874348558269 0.00039275102934266566 0.00045106961672425057 0.00022261956326581316 0.00092342890652955748 0.00052340577602609083 0.00069706631820839766 0.00058826820762187192 0.00054731459828460461 0.00022417898626902929 0.00052699650911723866 0.00096541265786354697 0.00033078147533213172 0.00084853280939945353 0.00075402202337231301 0.00052991945009965157 0.00038475307308702552 0.00060744401447832626 3.6490395887781816e-06 0.00056919700492473729 0.0007968758739048163 0.00061410962498542403 0.00062380262522720824 0.00069801199755866632 0.00038185762320338033 0.00034458665785933631 0.0008076386354990573 0.00075368454040137243
leaf_weight=22 76 919 21 74 88 80 20 21 93 22 23 81 20 46 42 55 71 26 38 29 21 36 262 31 52 119 22 48 244 419
leaf_count=22 76 919 21 74 88 80 20 21 93 22 23 81 20 46 42 55 71 26 38 29 21 36 262 31 52 119 22 48 244 419
internal_value=0 0.000772313 0.000405825 0.000570226 0.000648574 0.000330135 0.000797072 0.00038115 0.000559396 0.000628978 0.000750427 0.000304601 0.000755048 0.0008255 0.000456198 0.000723263 0.000749887 0.000693953 0.000503652 0.000770986 0.000177091 0.000687487 0.00082019 0.000777539 0.000565545 0.000673405 0.000485063 0.00039901 0.00077793 0.000773541
internal_weight=0 2531 590 186 422 404 2109 303 225 137 197 150 851 1258 153 175 152 97 111 712 101 112 1212 293 73 139 44 69 683 663
internal_count=3121 2531 590 186 422 404 2109 303 225 137 197 150 851 1258 153 175 152 97 111 712 101 112 1212 293 73 139 44 69 683 663
is_linear=0
shrinkage=0.00196078


Tree=7757
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 42 0 49 4 4 1 475 0 150 4 484 1 0 40 1 50 1 39 2 1
split_gain=18.6787 3.03379 1.74317 1.43184 1.10318 1.0079 0.748846 0.575021 0.543391 0.522334 0.419938 0.267978 0.427767 0.265386 0.235137 0.228487 0.207078 0.205216 0.190613 0.187276 0.270775 0.187029 0.183259 0.178976 0.169811 0.153962 0.14996 0.135064 0.202729 0.133367
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14530500000000005 -1.0000000180025095e-35 0.062655000000000016 0.14285500000000004 0.10855000000000002 -0.076394999999999977 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 -0.062539999999999984 0.085345000000000018 -0.066784999999999983 -0.079119999999999982 1.0000000180025095e-35 -0.39518999999999993 0.084750000000000006 0.122715 -0.14454499999999995 -0.077474999999999988 0.13436000000000001 0.041865000000000006 0.13075500000000004 0.084780000000000008 -0.0091949999999999983 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 7 6 23 11 16 -8 -4 12 15 17 -11 22 -6 -13 -18 29 -21 -2 -1 -3 -16 -7 -5 -12 -29 -19
right_child=1 5 10 26 8 25 9 -9 -10 14 27 13 -14 -15 24 -17 18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00094957289631181956 0.00080047607269433455 0.00035812932351805365 0.00081907320979819132 0.0004952637675626119 0.00088143780377658403 0.00015437281534263968 0.00062058104769043302 0.001030351093156173 0.00053588812901554628 0.00062015065667675993 0.00038415120178042283 0.00088333710006526661 0.00096317641541403547 0.00077021038681003074 0.00042224725105199842 0.00062843324218648871 0.00077225939035482818 0.00082271520997963699 0.00060123799276756652 0.00082680437591493622 0.0005967590968315007 0.00062427135628973656 0.00071074918789022106 0.00018876753500331062 0.00024621639773249625 0.00033692460344788335 0.00031187355729866945 0.00040711610924963859 0.00065876781009137635 0.00099388817612196538
leaf_weight=21 115 47 21 60 63 78 69 76 39 20 24 1141 35 110 134 57 348 30 27 311 21 29 30 49 25 23 24 20 32 42
leaf_count=21 115 47 21 60 63 78 69 76 39 20 24 1141 35 110 134 57 348 30 27 311 21 29 30 49 25 23 24 20 32 42
internal_value=0 0.000462394 0.000831233 0.000646313 0.000841861 0.000368161 0.000418725 0.00086329 0.000757673 0.000475644 0.00057364 0.000856229 0.000774793 0.000863265 0.000419774 0.000713743 0.000777421 0.00086989 0.000759946 0.000831913 0.000812253 0.00076499 0.000809088 0.000271684 0.000394569 0.000195944 0.000442867 0.000505823 0.000561979 0.000922566
internal_weight=0 673 2448 228 2351 445 344 1874 477 248 97 1798 143 1655 179 108 438 1545 375 404 332 144 51 96 159 101 84 76 52 72
internal_count=3121 673 2448 228 2351 445 344 1874 477 248 97 1798 143 1655 179 108 438 1545 375 404 332 144 51 96 159 101 84 76 52 72
is_linear=0
shrinkage=0.00196078


Tree=7758
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 150 376 2 43 3 106 34 15 12 1 13 0 376 123 2 4 48 11 41 156 42 43 1 160 0
split_gain=0.45617 0.0772281 0.064306 0.0581229 0.053074 0.0542491 0.0480967 0.0539236 0.0390352 0.0329538 0.033396 0.0382832 0.0418607 0.0304291 0.0421617 0.030044 0.0434657 0.0295999 0.0281892 0.0275185 0.0309716 0.0268313 0.02672 0.0427783 0.0287265 0.0241607 0.0368671 0.0910755 0.0369352 0.0314785
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.11924500000000002 -0.073404999999999984 0.10980500000000001 0.083785000000000012 1.0000000180025095e-35 -0.085594999999999991 0.63141500000000017 0.083930000000000018 -0.010024999999999997 -0.13578499999999996 0.08815000000000002 0.089875000000000024 0.10820000000000002 1.0000000180025095e-35 0.083785000000000012 0.10274500000000002 0.090790000000000023 -0.062539999999999984 0.083685000000000009 0.075910000000000019 0.079300000000000009 0.091015000000000013 -0.093284999999999993 -0.11278499999999998 0.077845000000000011 -0.54200499999999985 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 8 19 7 -2 21 10 11 -3 15 14 22 16 18 -10 -13 -6 -21 -1 24 -24 -4 29 27 -27 -28 -15
right_child=1 9 13 -5 5 -7 -8 -9 17 -11 -12 12 -14 25 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0044172584482182102 0.0064889707459731636 -0.001876172838224606 0.0072518174329351858 0.0011456752452068031 0.0079512736813245923 0.0017257364096373998 0.00083619892757269554 0.0035319142444677713 -0.00034047410986386243 -0.0017862247885204853 0.0063519267621450137 0.0036203625832688952 -0.00050296750376123541 0.011000672533460286 0.0031268962305039168 9.1056537779944928e-05 0.007430607614179071 0.0039866094970209308 -0.00040635202479149613 0.0078060284633046165 0.0046862387812835532 0.008459483083909921 0.011963117914274336 0.006298869378709545 0.0036635928746798769 0.006086123310608876 0.0097210874273018413 -0.00066807522313096213 0.0063191976617257666 0.0069726576803312195
leaf_weight=52 119 22 745 30 127 22 32 128 25 20 20 101 38 23 25 27 26 43 21 52 82 24 30 24 23 86 33 26 971 124
leaf_count=52 119 22 745 30 127 22 32 128 25 20 20 101 38 23 25 27 26 43 21 52 82 24 30 24 23 86 33 26 971 124
internal_value=0 0.00331179 0.00647584 0.00540037 0.0056993 0.00649457 0.00448398 0.00495657 0.00413637 0.00212256 0.00242913 0.00209527 0.00250547 0.00670877 0.0071725 0.00315873 0.00371837 0.00239577 0.00292724 0.00689654 0.0058969 0.00569375 0.00729554 0.00944567 0.00714436 0.00639778 0.00623904 0.00451818 0.00643101 0.00760289
internal_weight=0 554 2567 457 427 283 279 247 144 275 255 235 213 2110 847 175 148 68 122 261 134 76 822 54 768 1263 1116 112 1004 147
internal_count=3121 554 2567 457 427 283 279 247 144 275 255 235 213 2110 847 175 148 68 122 261 134 76 822 54 768 1263 1116 112 1004 147
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 2 2 1 1 52 131 2 47 1 2 52 4 52 51 484 12 12 3 3 3
split_gain=13.709 2.32863 1.39597 1.24741 0.814323 0.748798 0.509684 0.43381 0.377246 0.373095 0.349159 0.340614 0.315551 0.175639 0.142612 0.130163 0.197174 0.124031 0.114281 0.266345 0.102056 0.0968539 0.0951928 0.0976566 0.148228 0.0931804 0.0862657 0.0851118 0.0831084 0.0802853
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.089885000000000007 0.092845000000000025 0.091195000000000012 -0.56176499999999996 0.086835000000000009 0.31358000000000003 0.090100000000000013 0.088975000000000012 0.097845000000000015 -0.16675999999999999 -0.036839999999999991 0.40674500000000008 -0.086719999999999978 0.085595000000000018 0.095780000000000018 -1.0000000180025095e-35 0.0022600000000000003 -0.017889999999999996 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 17 6 7 11 9 26 -6 13 -5 22 -13 16 -10 27 25 -20 -9 -2 23 24 -1 29 -4 -3 -11 -16
right_child=1 2 8 12 10 -7 -8 20 15 28 -12 14 -14 -15 18 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072395753789895173 0.00075261044765219972 0.00029914638289293039 0.00031445371249066593 0.00061580874795754499 0.00063222084855620486 0.0004579028884311103 0.00042109378899624143 0.00072329348774955555 0.00016019237732856485 0.00029932074106124904 0.0003613570078087398 0.00077994260263339105 0.00038557235589798761 0.00067193254235793241 0.00061227265569429559 0.00027938324604482256 -6.0563470675226519e-05 0.00046678619687260081 0.00041792685291448009 0.00067635133818033308 0.00088346543804732557 0.00060107525365025386 0.00062167415391600886 0.00074160434144998828 0.00055948134361841217 0.00064702224971401479 0.00046515789846821194 0.00038234145765741068 0.00017785396998465272 0.00070053815650069576
leaf_weight=77 50 105 23 37 77 48 24 20 70 32 24 45 60 220 44 22 20 33 23 46 65 24 29 982 29 301 40 86 67 398
leaf_count=77 50 105 23 37 77 48 24 20 70 32 24 45 60 220 44 22 20 33 23 46 65 24 29 982 29 301 40 86 67 398
internal_value=0 0.000375316 0.000334776 0.000691301 0.00042169 0.000700292 0.000705343 0.000708337 0.000231686 0.00029218 0.000567857 0.000703012 0.000473394 0.000722572 0.000672497 0.000144184 0.000111136 0.000355784 0.000666542 0.00059021 0.000845778 0.000703464 0.000732546 0.000735501 0.000678959 0.000673631 0.000410139 0.000336606 0.000217116 0.000691752
internal_weight=0 673 599 2448 325 2351 2303 2279 274 162 101 2194 97 1337 857 112 90 224 812 69 85 74 1117 1088 106 743 63 191 99 442
internal_count=3121 673 599 2448 325 2351 2303 2279 274 162 101 2194 97 1337 857 112 90 224 812 69 85 74 1117 1088 106 743 63 191 99 442
is_linear=0
shrinkage=0.00196078


Tree=7760
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 4 16 49 1 2 50 1 1 2 4 1 1 16 1 4 2 49 52 1
split_gain=21.3013 3.47824 1.83974 1.53308 1.16247 1.00659 0.741648 0.6842 0.602507 0.523445 0.482946 0.355565 0.346175 0.328754 0.312766 0.29614 0.218883 0.214036 0.192421 0.191755 0.187706 0.184164 0.181202 0.163971 0.136894 0.130442 0.115452 0.113651 0.100122 0.0970926
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 0.062655000000000016 -1.0000000180025095e-35 0.13501500000000002 0.10497000000000002 0.09253500000000002 -0.062539999999999984 -0.52595999999999987 -0.054984999999999992 0.089770000000000016 0.08647500000000001 0.041865000000000006 0.12958500000000003 0.13075500000000004 -0.0091949999999999983 -0.013125 0.12000500000000001 0.075045000000000014 -0.45661999999999997 0.12408500000000001 -0.036839999999999991 0.088850000000000012 -0.009244999999999998 0.40674500000000008 0.15964000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 14 21 12 17 -4 -11 -7 -2 26 19 29 -9 -5 -16 22 -3 25 -22 -13 -14 28 -25 -1 -6
right_child=1 4 10 18 16 8 -8 9 -10 11 -12 24 20 -15 15 -17 -18 -19 -20 -21 23 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00068838690721139957 0.00034530184692992989 0.0001849793827806423 0.00055803997313760595 0.00028622514886318955 -4.2076594575327702e-05 0.00034746720714722414 0.00086683277197244788 0.00057162133660289196 0.00036542506575024401 0.00043331398400386759 0.00026806841633107817 0.00021023369501705803 0.00057811537555486632 0.00060103658717738386 0.00044902267922208232 0.00037935431298811116 0.00012315020701239731 0.00029697205236765974 7.8487982121265793e-05 0.00063578032103239323 0.00069179264158984407 -3.0322439051512682e-07 0.00070724266781349923 0.00040248017831175938 8.1225411032076955e-05 0.00070346208179698267 0.00064618477438398115 0.00055799255676077723 0.00055456284745704256 -0.00019124351903948637
leaf_weight=935 23 30 34 60 62 21 70 24 48 24 63 128 158 121 23 21 26 20 24 261 33 66 96 20 42 40 416 187 22 23
leaf_count=935 23 30 34 60 62 21 70 24 48 24 63 128 158 121 23 21 26 20 24 261 33 66 96 20 42 40 416 187 22 23
internal_value=0 0.000240457 0.00063434 0.000437389 0.000139558 0.000645258 0.000669088 0.000197331 0.00057618 0.000253694 0.000369708 0.000209902 0.000594408 0.00056019 0.000660839 0.000604041 -3.42833e-05 0.000446781 0.000226872 0.000620656 0.000604119 5.75976e-05 0.000637333 0.000563431 0.000178361 0.000603438 0.000673456 0.000542967 0.00068531 -8.24394e-05
internal_weight=0 673 2448 228 445 2351 1748 334 603 238 97 194 555 144 1678 305 111 44 84 284 534 96 294 240 170 198 1373 207 957 85
internal_count=3121 673 2448 228 445 2351 1748 334 603 238 97 194 555 144 1678 305 111 44 84 284 534 96 294 240 170 198 1373 207 957 85
is_linear=0
shrinkage=0.00196078


Tree=7761
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 150 43 150 15 1 4 1 0 2 0 47 13 1447 159 15 403 15 42 43 49 43 4 2 4 4
split_gain=0.529928 0.0823595 0.0733158 0.0580793 0.0630989 0.055391 0.0500917 0.0500458 0.0396135 0.0420089 0.0354513 0.0348858 0.0403995 0.0339141 0.0308585 0.0288229 0.0286359 0.032387 0.08429 0.032694 0.0319062 0.0690666 0.0691487 0.0580054 0.040551 0.0410726 0.0285846 0.0276116 0.0297817 0.0286827
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.084680000000000019 -0.073404999999999984 0.10980500000000001 -1.0000000180025095e-35 0.09253500000000002 0.053180000000000012 0.13075500000000004 0.024095000000000002 0.14285500000000004 -0.036484999999999997 0.13439000000000004 -0.085384999999999975 -0.085024999999999989 -0.085489999999999997 0.13592500000000005 0.104315 0.087575000000000014 0.087195000000000009 -0.0098449999999999979 0.085970000000000005 -0.082144999999999982 -0.073934999999999987 0.092120000000000021 -0.15464999999999998 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 13 8 27 9 -1 16 -3 14 15 -13 -2 20 18 -18 26 21 24 -23 -24 -4 -26 -19 29 -29 -8
right_child=1 11 10 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0086455785019400842 0.0065386111513261909 0.0033702744588100034 0.0068441305979626312 0.0087635550609915149 0.00044787538578160689 0.0023820362765080774 0.0062603132930499593 0.0017461379912371438 0.00099895271423244554 0.0038821776593887299 0.0058756408576511069 0.0011669750329400858 -0.0024797578736280024 0.0021827460508103721 0.0054527866037096832 0.0028620684659108522 0.0091339741868432609 0.007541928158358426 0.00042415014095604424 0.0032842231367755195 0.0056168760514099221 0.014737344068375284 0.01276905257254839 0.0062849777784002667 0.012358535388484597 0.0076782183335162698 0.0066138595367928729 0.0080483983111168649 0.0044671643748069589 0.0094094604925542592
leaf_weight=24 145 124 248 52 26 82 55 21 33 81 242 105 26 27 20 25 20 677 25 23 57 28 22 37 30 50 651 35 69 61
leaf_count=24 145 124 248 52 26 82 55 21 33 81 242 105 26 27 20 25 20 677 25 23 57 28 22 37 30 50 651 35 69 61
internal_value=0 0.00335549 0.00676575 0.00561741 0.00521346 0.00456599 0.00554039 0.00641034 0.00402113 0.00497095 0.00701446 0.00212738 0.00110672 0.00547505 0.0018527 0.00599794 0.007162 0.00693433 0.00429518 0.00702224 0.00783534 0.00814005 0.0106449 0.00870277 0.00747564 0.00943334 0.00708698 0.00685556 0.00567239 0.00791633
internal_weight=0 554 2567 457 405 279 379 241 138 105 2110 275 151 197 125 170 1868 1396 45 1351 472 415 87 59 328 80 1328 220 104 116
internal_count=3121 554 2567 457 405 279 379 241 138 105 2110 275 151 197 125 170 1868 1396 45 1351 472 415 87 59 328 80 1328 220 104 116
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 2 4 1 2 1 12 52 50 15 151 11 52 12 51 48 47 39 12 4 4 52
split_gain=22.2755 3.55131 2.2021 1.94705 1.3272 1.12003 0.868591 0.783779 0.618393 0.583514 0.737626 0.52829 0.467495 0.209203 0.229082 0.201969 0.187063 0.179925 0.178903 0.172589 0.171157 0.179353 0.358694 0.170622 0.154584 0.150527 0.142057 0.13445 0.130286 0.114627
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.077845000000000011 0.089885000000000007 0.085345000000000018 0.082480000000000012 -0.56176499999999996 0.086295000000000011 -0.41942499999999994 -0.00016499999999999997 1.0000000180025095e-35 0.039215000000000007 0.051320000000000005 -0.09193999999999998 0.081805000000000017 0.090100000000000013 0.092310000000000017 0.095330000000000012 -0.0024449999999999997 -0.036839999999999991 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 24 6 7 12 -6 10 -4 -5 13 29 18 -14 17 -11 -15 -9 21 22 -17 -13 -3 -19 -23 -28 -2 -1
right_child=1 2 9 11 8 -7 -8 19 -10 16 -12 23 15 14 -16 20 -18 25 -20 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00094715816423811554 0.00095525116254301632 0.00044108632185768209 0.00054340695462062893 0.00084377209439414561 0.00083297067495447202 0.00060364369925391536 0.00053519635016914286 0.00095803841422585872 0.00049720742246683902 0.00026974678321295425 0.00027579819154927953 0.00039092273307961164 0.00099513329192184416 0.00063598636541268628 0.00091008015190667513 0.00093788783969203096 0.00036154294767501676 -3.4807359471040614e-07 0.0008544039017721718 0.0011519484243848745 0.00089091250662710149 0.00088621442509518461 0.00065671016141369829 0.00059564262206518058 0.00058641884026609564 0.00020649054710101945 0.00086206024234446686 0.00074560822805385708 0.00077121088039529978 0.00080382269068410262
leaf_weight=859 50 191 66 28 71 48 24 25 30 35 99 24 45 21 389 26 22 31 46 60 375 205 53 45 33 24 81 72 21 22
leaf_count=859 50 191 66 28 71 48 24 25 30 35 99 24 45 21 389 26 22 31 46 60 375 205 53 45 33 24 81 72 21 22
internal_value=0 0.000486067 0.000437152 0.000888856 0.000546635 0.000900089 0.000906267 0.000910175 0.000733239 0.000308697 0.000382842 0.000616615 0.000903018 0.000925933 0.000891841 0.000867268 0.000199465 0.000159846 0.000785945 0.00109492 0.000860182 0.000833811 0.00074925 0.000524436 0.000462497 8.99088e-05 0.000852471 0.000807259 0.000900817 0.000943579
internal_weight=0 673 602 2448 325 2351 2303 2279 101 277 165 97 2194 1337 456 857 112 90 67 85 812 437 79 69 224 55 358 153 71 881
internal_count=3121 673 602 2448 325 2351 2303 2279 101 277 165 97 2194 1337 456 857 112 90 67 85 812 437 79 69 224 55 358 153 71 881
is_linear=0
shrinkage=0.00196078


Tree=7763
num_leaves=31
num_cat=0
split_feature=1 52 12 1 44 4 474 1 50 43 33 48 12 51 34 2 10 150 123 4 0 41 0 16 156 47 16 15 2 0
split_gain=0.525567 0.08186 0.0722401 0.06868 0.0544984 0.0636106 0.0762634 0.0733176 0.0487621 0.0471915 0.0470681 0.0349612 0.0344544 0.0323904 0.0330261 0.0415277 0.0363452 0.0432679 0.0342668 0.0323561 0.0364981 0.0320849 0.0298953 0.0295285 0.0283883 0.0271663 0.0248407 0.0239613 0.023595 0.0384706
threshold=0.10920500000000001 -0.26636999999999994 0.078300000000000008 0.14860500000000001 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.13705000000000003 -0.079914999999999986 0.08573500000000002 -0.065224999999999991 0.11734000000000001 -0.24351499999999995 -0.038779999999999995 0.11448000000000001 0.09820000000000001 0.085395000000000013 0.11679000000000002 0.40124500000000002 -0.14920999999999998 0.079395000000000007 0.056435000000000006 -0.11118499999999999 0.10272000000000002 0.091680000000000011 -0.046599999999999996 -0.11033999999999998 0.10444500000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 8 5 22 7 -7 10 26 13 -11 19 -3 -15 16 17 27 24 20 21 -4 -1 -5 -17 -2 -9 -16 -14 -30
right_child=1 3 12 23 -6 6 -8 9 -10 11 -12 -13 28 14 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0089553557580611745 0.009649537441146095 0.0064772269009457277 0.01204421170488266 0.0018448361181927957 0.0098156571621075273 0.0063629350310156459 -0.0012825235840864481 0.0081143543263897302 0.0077081455085426581 0.0044352216450837057 0.0077747876279144774 -0.00034925905845392707 0.0073286039539865074 -0.00010655199324614124 0.010135011503007264 0.0022178635828124637 0.0016001961160717266 0.0022108136210590604 -0.0015913870167596975 0.0030887188808992505 0.0070626439557986481 0.0069409802852367815 0.0050554092973470691 -0.0025404483977971332 0.005808105994015933 0.0049839296163274698 0.0038929243226606481 0.0057226931520858674 0.0010271076348055011 0.0062430695720737985
leaf_weight=61 24 24 28 34 29 186 20 20 25 24 21 42 30 38 20 185 28 23 21 20 1953 22 29 28 25 26 46 32 26 31
leaf_count=61 24 24 28 34 29 186 20 20 25 24 21 42 30 38 20 185 28 23 21 20 1953 22 29 28 25 26 46 32 26 31
internal_value=0 0.0033641 0.0067603 0.00298123 0.00562042 0.00533616 0.00470708 0.00508379 0.00341843 0.00328135 0.00316126 0.00139055 0.00700718 0.0029166 0.00268688 0.0030047 0.00467457 0.00582233 0.00226012 0.00709098 0.00713095 0.00979879 0.00769871 -0.000135615 0.00264527 0.00722342 0.00517215 0.00741974 0.0050586 0.00386386
internal_weight=0 554 2567 504 457 428 338 318 442 132 417 66 2110 396 372 334 103 75 231 2023 2003 50 90 62 210 50 66 52 87 57
internal_count=3121 554 2567 504 457 428 338 318 442 132 417 66 2110 396 372 334 103 75 231 2023 2003 50 90 62 210 50 66 52 87 57
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 4 14 1 2 2 4 1 52 1 2 47 14 0 160 15 49 133 133 3 2 51 484
split_gain=11.5632 1.86327 1.13425 0.995776 0.702003 0.60504 0.379527 0.328225 0.322261 0.317233 0.285862 0.271041 0.249573 0.217162 0.163473 0.138317 0.138187 0.27702 0.10685 0.101509 0.0926464 0.0915535 0.0806485 0.0805106 0.0828926 0.0815786 0.0788117 0.0782048 0.0775549 0.153244
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14285500000000004 0.089885000000000007 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.090100000000000013 0.096015000000000017 -0.026509999999999995 -0.067824999999999983 -0.41942499999999994 0.10084500000000002 0.076280000000000014 0.091580000000000009 -0.010424999999999999 0.10699500000000002 -0.086719999999999978 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 9 11 -6 12 -5 13 14 -4 28 -14 23 -18 -3 -11 -7 -15 -13 24 -17 -26 -23 -19 29 -1
right_child=1 2 7 10 8 20 -8 -9 -10 19 -12 22 15 21 -16 16 17 27 -20 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00074397376235134339 0.00071528583022735699 0.00038410716044252316 0.00044668024174528186 0.00068436136328372632 0.00067125214575009266 0.00059575418179685425 0.00047924490219432541 0.00047286817644998823 0.00043425227825840312 0.00088714688719372691 0.00044945760117433531 0.00026082684383167438 0.00080225380807141073 0.00038352452586932969 0.00069044817013270922 0.00068747500743358847 0.00043093512741450258 0.00062357968626878201 0.00050658079129004593 0.00073661771504013654 0.00042286541391596712 0.00031801142990041305 0.00014514931746959395 0.00065691901732329336 0.00078502300252819806 0.00071115776551954773 0.00019185342008079347 0.00078666836899869577 0.00075424237335160432 0.00057703106524958014
leaf_weight=78 74 190 39 28 71 22 24 34 32 61 69 37 45 23 220 328 23 26 32 24 26 32 62 145 83 187 47 20 1010 29
leaf_count=78 74 190 39 28 71 22 24 34 32 61 69 37 45 23 220 328 23 26 32 24 26 32 62 145 83 187 47 20 1010 29
internal_value=0 0.000421753 0.00038549 0.000711956 0.000463834 0.000719988 0.00072453 0.000292564 0.000597621 0.000727113 0.000517265 0.000267021 0.000722559 0.000322235 0.000739302 0.000696439 0.000690574 0.000606637 0.000401761 0.000844645 0.000502106 0.000274652 0.000188382 0.000698369 0.00070842 0.000733864 0.000242955 0.000694488 0.000748924 0.000698728
internal_weight=0 673 599 2448 325 2351 2303 274 103 2279 97 240 2194 141 1337 857 812 69 222 85 48 102 99 743 598 270 79 46 1117 107
internal_count=3121 673 599 2448 325 2351 2303 274 103 2279 97 240 2194 141 1337 857 812 69 222 85 48 102 99 743 598 270 79 46 1117 107
is_linear=0
shrinkage=0.00196078


Tree=7765
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 52 52 0 2 3 159 2 52 49 12 2 49 12 4 52 52 0 12 16 1210 1212 130 133 1213 1456
split_gain=0.488935 0.0769318 0.0668674 0.0521652 0.0517053 0.0505449 0.0767897 0.0542748 0.0497613 0.0475145 0.0382959 0.0353383 0.0340596 0.0447361 0.0332306 0.0324455 0.0288974 0.0285306 0.030486 0.0367844 0.0841681 0.0301799 0.0520086 0.0290525 0.0339472 0.0285153 0.0392989 0.026343 0.0508218 0.0283917
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.047850000000000011 -0.088614999999999985 -0.067094999999999988 0.087675000000000017 -0.045649999999999989 0.082585000000000006 0.25063000000000007 0.092650000000000024 -0.067649999999999988 0.091475000000000015 0.11982500000000001 0.12497000000000001 0.091715000000000005 -0.012164999999999999 0.10024500000000001 0.093665000000000012 -0.080869999999999984 0.10016000000000001 -0.082404999999999992 -0.00064999999999999986 0.11579500000000002 0.095135000000000011 0.11269500000000002 0.039620000000000009 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 -1 8 -8 15 12 -3 13 -11 25 -2 17 -16 19 20 21 22 -19 -23 -25 26 27 29 -29 -4
right_child=1 11 14 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0071197287540654746 0.0068222867012465082 0.0024868156739364035 0.0071313628697301347 0.0084839311778733446 0.00080551013860923168 0.0076658160495258658 0.0068249488148527842 0.00050907195975360953 0.0031821904391981662 0.0025398481608135629 0.0011257642399583596 -0.0015296740341000259 0.0015392323086659114 0.0073097365177875644 0.003477421437079708 0.0023908040462993089 0.004049314124801872 0.012323559705039552 0.0056937798814599731 0.0058780974072659671 0.013623620961284775 0.0034293940824378904 0.0067901127994423969 0.0097780551212147265 0.0065528762587928214 0.010579324514643912 0.0040927672445485817 0.0077280466826050546 0.0023813399267964999 0.0086408109557806756
leaf_weight=98 95 251 969 52 26 79 60 42 100 32 51 24 30 51 30 20 51 29 244 180 22 24 41 39 200 24 42 40 32 143
leaf_count=98 95 251 969 52 26 79 60 42 100 32 51 24 30 51 30 20 51 29 244 180 22 24 41 39 200 24 42 40 32 143
internal_value=0 0.00332324 0.00659894 0.00550227 0.00511944 0.00541538 0.00482277 0.0037084 0.00454822 0.00449318 0.00340038 0.00213629 0.00442698 0.00547074 0.00683647 0.00605159 0.00635802 0.00650357 0.00662011 0.00704258 0.00763302 0.00723725 0.00908254 0.0067461 0.00707916 0.00716564 0.00709882 0.00720545 0.00535173 0.00732547
internal_weight=0 554 2567 457 405 379 300 202 160 279 164 275 113 83 2110 115 860 809 779 535 355 333 70 263 239 1250 1226 1184 72 1112
internal_count=3121 554 2567 457 405 379 300 202 160 279 164 275 113 83 2110 115 860 809 779 535 355 333 70 263 239 1250 1226 1184 72 1112
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=31
num_cat=0
split_feature=1 3 9 130 0 2 131 12 14 2 1 43 42 124 4 4 16 4 52 158 42 43 0 0 1 12 4 159 1444 4
split_gain=0.396038 0.0653274 0.0613879 0.054824 0.0523454 0.0494771 0.0425924 0.0417565 0.0412148 0.0489683 0.0373833 0.039336 0.0311057 0.0308392 0.0307026 0.0404175 0.0445536 0.0366825 0.037971 0.027935 0.0323358 0.04856 0.0378191 0.0794311 0.050054 0.0314242 0.036068 0.0360382 0.0306081 0.0278658
threshold=0.10920500000000001 -0.034684999999999994 -1.0000000180025095e-35 -0.072444999999999982 0.034820000000000011 0.095545000000000005 0.082070000000000018 0.051320000000000005 0.076975000000000002 -0.13033999999999998 0.13075500000000004 0.070450000000000013 -0.064119999999999996 0.0049200000000000008 -0.015039999999999998 -0.036839999999999991 -0.080509999999999984 -0.42529999999999996 0.024145000000000003 0.11817500000000002 -0.0041849999999999986 -0.12152999999999999 -0.11173999999999999 -0.14226499999999997 0.085110000000000005 0.10016000000000001 -0.49013999999999996 0.11389500000000001 -0.050539999999999995 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 8 14 13 9 -4 11 -5 -8 -3 15 16 -7 18 -18 20 -11 -22 23 24 -23 26 -24 28 -28 -30
right_child=1 4 5 10 -6 6 12 -9 -10 19 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.0014419949640675138 0.00066707568264312372 0.003110673220837436 0.0023607822634265619 0.0051677737587020123 -0.0022529644202440979 0.0099249083005512762 0.0049692109524240267 -0.0019289054954424502 0.0086177986057009558 0.0068136308392769927 0.0022471715505364247 0.0099667390238028022 0.00029638518151062145 -0.00037292276392690842 0.0048489885498112992 0.0091813930799253297 0.0059465438530071192 0.0044137029946394657 0.01072776610031724 0.009006092779519451 0.0021001121748916128 0.0088121878493937749 0.0092842916467864266 -0.00087518977040114496 0.0035660142385908825 0.0022601791498891542 0.0093893429959037659 0.0025410467551814186 0.0029160433842872202 0.0062403360141163287
leaf_weight=30 33 275 33 117 25 24 29 20 72 555 36 20 28 28 339 40 98 154 20 36 33 31 38 24 44 20 30 27 26 836
leaf_count=30 33 275 33 117 25 24 29 20 72 555 36 20 28 28 339 40 98 154 20 36 33 31 38 24 44 20 30 27 26 836
internal_value=0 0.00299092 0.00593905 0.00440231 0.00215543 0.00599223 0.00529876 0.00249664 0.00627346 0.00617606 0.00511481 0.00586835 0.00267379 0.00278876 0.00552043 0.00619786 0.00579468 0.00543025 0.00675692 0.00625012 0.00619049 0.00587864 0.00599453 0.0041321 0.00573443 0.00618325 0.00626523 0.0061404 0.00624935 0.00614007
internal_weight=0 554 2567 206 348 2537 732 323 1805 1733 173 137 57 303 675 336 296 272 118 1700 1664 1109 1076 99 75 977 957 919 892 862
internal_count=3121 554 2567 206 348 2537 732 323 1805 1733 173 137 57 303 675 336 296 272 118 1700 1664 1109 1076 99 75 977 957 919 892 862
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=31
num_cat=0
split_feature=1 3 9 4 376 2 123 44 49 3 4 3 15 0 48 48 43 3 4 52 14 484 43 2 480 42 1213 403 3 157
split_gain=0.32079 0.058193 0.0497242 0.0480259 0.0625405 0.0498254 0.0428661 0.0341754 0.0382475 0.0402067 0.0323483 0.05287 0.0507993 0.0465556 0.0348307 0.032823 0.0316011 0.0446756 0.0458384 0.0313088 0.0273345 0.0249674 0.0408213 0.0317802 0.0490858 0.0360951 0.0285301 0.025974 0.0252539 0.0325143
threshold=0.10920500000000001 0.31370500000000007 -1.0000000180025095e-35 0.41257000000000005 0.083785000000000012 0.10981000000000002 0.083935000000000023 0.081805000000000017 0.13087000000000001 -0.072199999999999986 -0.082249999999999976 0.092670000000000016 -0.0072999999999999992 -0.019414999999999998 0.092475000000000016 0.078735000000000013 -1.0000000180025095e-35 0.149315 0.024790000000000003 0.048770000000000008 -0.47013499999999991 0.064170000000000019 -0.010739999999999998 0.085045000000000023 0.086995000000000017 0.085730000000000015 -0.013049999999999997 -0.22642499999999996 -0.24210499999999999 -0.051074999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 8 10 -10 14 13 -13 -12 15 21 -7 18 -18 -3 -5 23 -23 24 25 27 -27 -4 -25 -30
right_child=1 19 6 20 -6 16 -8 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.0012977956817485394 0.0059064323938985957 -0.0007045193886904813 0.0037890413821593904 0.005262667572506788 -0.00033783944893692593 0.0006239170804808571 0.0031717111058588627 0.008942710697114567 0.0051323907370188909 8.5402326658368113e-05 0.0054520742048924965 0.0043438624035016726 -0.0017343700444325807 0.0017126076734926114 0.0025708598050254365 0.0098657048666306469 0.0097880430100485694 0.0012332694617035831 0.0030987222999101505 0.0030120276681640571 0.0015101443889381533 0.00046119914855808025 0.0065224798973649752 0.0086490038856863981 0.0023546898458153011 0.0076361019696508138 0.012913487209007144 0.0073709363070972398 0.0087808680513408038 0.0050063849549997382
leaf_weight=30 129 68 23 22 29 37 84 28 38 27 1601 44 20 34 27 24 20 29 21 34 165 20 25 25 20 21 20 169 25 262
leaf_count=30 129 68 23 22 29 37 84 28 38 27 1601 44 20 34 27 24 20 29 21 34 165 20 25 25 20 21 20 169 25 262
internal_value=0 0.00269182 0.00534514 0.00317869 0.00404459 0.00458311 0.005393 0.00546907 0.00542896 0.00303595 0.00549487 0.00526394 0.00244441 0.00537431 0.00608843 0.00623823 0.0029877 0.00423713 0.00636181 0.00053433 0.00195162 0.00609551 0.00382858 0.00627607 0.00710892 0.00751701 0.0102104 0.00694186 0.0056007 0.00533517
internal_weight=0 554 2567 452 265 236 2537 2453 2425 65 2360 1699 64 1635 661 634 107 70 41 102 187 610 45 565 253 233 41 192 312 287
internal_count=3121 554 2567 452 265 236 2537 2453 2425 65 2360 1699 64 1635 661 634 107 70 41 102 187 610 45 565 253 233 41 192 312 287
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 4 14 124 2 1 1 0 16 457 12 52 47 0 52 11 1 4 16 160 43 50 12
split_gain=12.5699 1.96967 1.24096 1.20752 0.662684 0.515885 0.460135 0.425172 0.410249 0.366366 0.323592 0.288444 0.178123 0.153212 0.146605 0.133673 0.113343 0.105411 0.0970339 0.0882501 0.0752318 0.0751922 0.0729182 0.122834 0.0833931 0.0940717 0.0728732 0.0727013 0.0726351 0.0665632
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.40124500000000002 0.14285500000000004 0.40473500000000007 0.062655000000000016 -0.080389999999999989 0.089885000000000007 0.15471500000000002 0.086920000000000011 -0.22491999999999998 0.10246000000000001 0.048635000000000005 -1.0000000180025095e-35 -0.56176499999999996 0.078345000000000012 0.18019500000000002 -0.16675999999999999 1.0000000180025095e-35 0.089770000000000016 0.0052350000000000009 -0.12029499999999999 -0.075414999999999982 0.05259500000000001 0.08461500000000001 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 7 9 17 -4 11 16 13 26 -1 -13 19 -5 -3 -16 -2 22 -11 23 24 27 -26 -7 -20 -9 -15
right_child=1 5 8 10 -6 12 -8 28 -10 21 -12 14 -14 29 18 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00059969714866103243 0.00021996555246528408 0.00021974196131615076 0.0005341334976865607 0.00020256854238830479 0.00033695769140168149 0.00018035921064248078 0.00031035864363293839 -2.3752427493917643e-06 0.00028448356749197722 0.00059386073995162459 0.0005224406886167553 0.00039756708536986952 -6.1721312826504556e-05 0.00048927688685873236 0.00063190875671810304 0.0004060449790866936 0.00036002118688295868 0.00037675785696669636 0.00057128958211088792 0.00032934273715048268 0.00042053642372290296 0.00073134535330812679 0.00063112126051039017 0.00040027438297721683 0.00055751457698686177 0.00047836157181754005 7.1228421582823803e-05 0.00051374801273545696 0.0001608928597952221 0.00056378515312408733
leaf_weight=930 171 25 121 39 48 30 26 22 32 20 28 27 35 53 46 20 32 48 363 34 20 65 34 24 102 133 109 110 20 354
leaf_count=930 171 25 121 39 48 30 26 22 32 20 28 27 35 53 46 20 32 48 363 34 20 65 34 24 102 133 109 110 20 354
internal_value=0 0.00025251 0.000345678 0.000556069 0.000564987 0.00013065 0.000569731 0.000232552 0.000481919 0.000572688 0.000343931 0.000567799 6.33013e-05 0.000585811 0.000539763 0.000253034 0.000273533 0.000322985 0.000544378 0.000238106 0.000539255 0.000698996 0.000542355 0.000538232 0.000542908 0.000512717 9.47818e-05 0.000557908 7.53715e-05 0.000554083
internal_weight=0 667 378 2454 2355 289 2307 115 153 2281 99 2196 174 1337 859 225 71 73 832 205 786 85 766 732 708 235 139 473 42 407
internal_count=3121 667 378 2454 2355 289 2307 115 153 2281 99 2196 174 1337 859 225 71 73 832 205 786 85 766 732 708 235 139 473 42 407
is_linear=0
shrinkage=0.00196078


Tree=7769
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 4 16 0 49 1 52 4 50 4 1 49 124 16 49 0 4 2 15 1
split_gain=18.8379 3.0191 1.74655 1.32939 1.10854 0.804929 0.702696 0.551268 0.547353 0.522006 0.47496 0.296938 0.283119 0.274296 0.396394 0.28753 0.212465 0.207407 0.189061 0.183065 0.182038 0.18043 0.17552 0.172277 0.168867 0.1638 0.155324 0.14906 0.143391 0.136444
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.077845000000000011 0.10613000000000002 0.14960000000000004 -0.15289999999999995 -0.52595999999999987 -0.10607499999999999 0.082865000000000008 0.083135000000000014 -0.52606999999999993 0.0082450000000000006 0.041865000000000006 -0.013125 0.13075500000000004 -0.054984999999999992 -0.082135 -0.45661999999999997 -0.009244999999999998 -0.079119999999999982 0.061775000000000004 0.089775000000000008 -0.41396999999999995 0.075045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 22 13 -4 26 12 -11 -7 14 15 -1 -2 25 28 29 -5 -18 -3 -21 -25 -15 -8 -17 -6 -14
right_child=1 4 8 20 18 10 9 -9 -10 11 -12 -13 19 17 -16 27 21 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00083260099997296811 0.00085987702369170506 0.00036039616555494938 0.00079412057954056261 0.00049550712088448619 0.00023577303518104915 0.00055780412644899186 0.00076146542721087368 0.0010231776932040516 0.00046907372174042976 0.00064568262035940216 0.00051037116821849688 0.00039261589717567107 0.00079391084231298671 0.00086955915165938427 0.00095135832534116852 0.00068193114746142836 0.00053605912331523007 0.00075802910450348553 0.00033288814617688932 0.00087460484306333428 0.00029345209679876479 0.00074081918615201664 0.00019238546114881845 0.00055818292147973003 0.00074727962757030193 0.00082035062376252879 0.0005487980451823639 0.00047461149017965679 7.2786892636069028e-05 0.00088341470650477895
leaf_weight=37 45 45 28 60 36 21 23 70 69 20 26 164 206 1128 31 40 21 84 26 37 24 78 51 20 197 338 31 20 49 96
leaf_count=37 45 45 28 60 36 21 23 70 69 20 26 164 206 1128 31 40 21 84 26 37 24 78 51 20 197 338 31 20 49 96
internal_value=0 0.000450337 0.000820744 0.000633811 0.000356333 0.000831383 0.00041275 0.000852692 0.000562902 0.00046987 0.00076961 0.000420123 0.000781292 0.00084558 0.000758342 0.000696657 0.000748164 0.000852784 0.000186572 0.000789733 0.000437777 0.000697385 0.00027114 0.000750937 0.000729851 0.000858214 0.000639379 0.000612825 0.000141816 0.000822362
internal_weight=0 673 2448 228 445 2351 334 1748 97 238 603 184 577 1678 128 97 144 1550 111 556 84 99 96 254 217 1466 54 60 85 302
internal_count=3121 673 2448 228 445 2351 334 1748 97 238 603 184 577 1678 128 97 144 1550 111 556 84 99 96 254 217 1466 54 60 85 302
is_linear=0
shrinkage=0.00196078


Tree=7770
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 2 2 4 14 12 47 131 47 4 16 2 0 15 0 49 43 2 151 16 3
split_gain=18.0907 2.25628 2.1462 1.43909 1.23242 0.7463 0.688406 0.603495 0.538073 0.429861 0.369916 0.332911 0.465005 0.318952 0.242102 0.229085 0.207981 0.20246 0.199811 0.191097 0.178278 0.192011 0.171384 0.16462 0.159469 0.152464 0.36846 0.152105 0.151484 0.151031
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.091475000000000015 0.12958500000000003 -0.17966999999999997 0.25615500000000008 0.053180000000000012 0.11389000000000002 0.14285500000000004 0.27834500000000006 0.076175000000000007 0.13597000000000004 0.091680000000000011 0.082750000000000004 0.077555000000000013 -0.062539999999999984 -0.040964999999999994 0.088930000000000023 -0.13027499999999997 -0.41396999999999995 -0.088774999999999979 -0.066019999999999981 -0.079914999999999986 0.11177500000000001 -0.084084999999999979 -0.088909999999999989 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 13 11 -6 -5 14 17 12 -3 20 23 24 22 18 -1 -8 -4 -22 -13 -7 -9 -2 -27 -26 -29 -24
right_child=1 6 5 8 7 9 19 15 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 29 -25 27 26 -28 28 -30 -31
leaf_value=0.00086335345414005399 0.00035205746111290461 0.00050161985478313395 0.00088171548080335713 0.00080492044665255726 0.00083233171014809144 0.00091747445029645924 0.00040272781506295096 0.00056887481386969693 0.00051354540741842367 0.00069926769510363475 0.00054549847277737232 0.00024274676831785547 0.00025850666539370442 0.0010344487703059946 0.0006430083730883337 0.00067584256593080044 0.00036035326327763352 0.0009435918943888667 0.00073026305632899625 0.00065284074752841126 0.00065442457948378639 0.00084089489071993836 0.00017604168076642085 0.00081580536974192844 0.00056133203593592383 0.00067978660244734682 0.00042638088903793021 0.00048114860414095935 0.00026885847801066075 -5.3951658391078512e-05
leaf_weight=70 49 43 913 86 28 68 23 49 34 139 23 33 102 46 29 29 20 35 114 24 23 276 21 615 22 28 104 24 28 23
leaf_count=70 49 43 913 86 28 68 23 49 34 139 23 33 102 46 29 29 20 35 114 24 23 276 21 615 22 28 104 24 28 23
internal_value=0 0.000437041 0.000818311 0.000555854 0.000690667 0.000843852 0.000313294 0.000567803 0.000722364 0.000799006 0.000782053 0.00027112 0.000330602 0.000874189 0.000818477 0.000519074 0.000182203 0.000806897 0.000780895 0.000530445 0.000868106 0.000826551 0.00013593 0.000825928 0.000482112 0.000445461 0.000480134 0.000424661 0.000366839 5.58179e-05
internal_weight=0 590 2531 301 422 2109 289 180 120 851 242 242 145 1258 712 152 97 219 184 47 1212 299 77 683 123 181 132 74 52 44
internal_count=3121 590 2531 301 422 2109 289 180 120 851 242 242 145 1258 712 152 97 219 184 47 1212 299 77 683 123 181 132 74 52 44
is_linear=0
shrinkage=0.00196078


Tree=7771
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 39 2 130 15 4 16 0 16 12 2 4 2 484 39 12 4 13 11 51 41 1429 484 133 1456 52
split_gain=0.474696 0.105796 0.0681572 0.0504294 0.0461057 0.0428247 0.0433803 0.0376873 0.0470264 0.0443468 0.0693768 0.035503 0.035343 0.0315598 0.0397738 0.0295264 0.0329074 0.0300445 0.0289356 0.0285309 0.028311 0.0269387 0.0262313 0.0296633 0.0359472 0.0352049 0.0894089 0.125804 0.0319098 0.0521823
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092235000000000025 0.087735000000000021 1.0000000180025095e-35 -0.076894999999999977 -0.46743999999999997 -0.031404999999999995 -0.008904999999999998 1.0000000180025095e-35 -0.45661999999999997 -0.42850999999999995 0.15950500000000004 0.038415000000000012 0.13913500000000004 -0.0042999999999999991 0.08456000000000001 0.097575000000000009 0.27287000000000006 -0.0095349999999999983 0.080455000000000013 0.081440000000000026 0.075585000000000013 0.084770000000000012 0.041405000000000004 0.085895000000000013 -0.077604999999999993 0.31359500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 22 6 11 -8 -9 -10 20 -3 -6 -4 -15 16 18 -17 -14 -19 21 -11 23 24 25 -1 -27 -28 -25 -30
right_child=1 2 13 -5 12 -7 7 8 9 10 -12 -13 15 14 -16 17 -18 19 -20 -21 -22 -23 -24 28 -26 26 27 -29 29 -31
leaf_value=0.0070566225240205538 0.0068968651278329823 0.0065431239385184961 0.0032638270926794834 0.0017923180680637332 0.0082311287649645248 0.0023459763359766311 -0.00069807081716135146 0.0081118203608481123 0.006914565374207652 0.0035201189273114629 -0.0014179745498536663 0.002117674264379523 0.0064529923321000153 0.0012406612592040685 -0.0039290097468024634 0.006756115267845861 0.0021447050382266751 0.0026419990188375009 0.0032572826324030763 0.0058747829303943686 0.0026277733160514115 0.0084894085768610246 0.0096198416394846775 0.0092543119298560284 0.010037773631905255 0.008188867303025392 -0.0040431994877872064 0.0065061375794287493 0.0058274353332745362 0.00033778259123209867
leaf_weight=1256 87 103 35 22 64 173 20 23 29 24 33 22 510 46 22 47 20 78 30 42 81 20 35 21 38 45 20 26 129 20
leaf_count=1256 87 103 35 22 64 173 20 23 29 24 33 22 510 46 22 47 20 78 30 42 81 20 35 21 38 45 20 26 129 20
internal_value=0 0.00362777 0.00317704 0.00655809 0.00660213 0.00363607 0.00426476 0.00344983 0.00384487 0.00332005 0.0026603 0.00576424 0.00597824 0.000823943 -0.000431879 0.00577991 0.00612793 0.0046129 0.00627545 0.00377347 0.00373697 0.00577889 0.0069125 0.00685156 0.00700458 0.00691901 0.00501972 0.00191947 0.00560491 0.00509057
internal_weight=0 718 631 2403 2381 528 355 230 210 187 158 125 791 103 68 727 560 167 540 120 125 44 1590 1555 1385 1347 91 46 170 149
internal_count=3121 718 631 2403 2381 528 355 230 210 187 158 125 791 103 68 727 560 167 540 120 125 44 1590 1555 1385 1347 91 46 170 149
is_linear=0
shrinkage=0.1


Tree=7772
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 1 155 157 42 15 1 42 3 0 0 2 0 12 1 0 483 148 11 41 2 12 124 43 2 133
split_gain=0.385449 0.0626309 0.0555748 0.0464841 0.0466815 0.0439511 0.0391711 0.0394899 0.0364585 0.0342672 0.0341241 0.0340896 0.0324551 0.0604469 0.0337753 0.0320689 0.0311059 0.0268549 0.0401465 0.0265086 0.0255943 0.0243578 0.0241172 0.037359 0.023786 0.0237038 0.0238009 0.0227367 0.0346761 0.0225769
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.08864000000000001 0.10158500000000002 -0.081749999999999975 0.09112000000000002 -0.11713499999999999 0.13075500000000004 -0.091214999999999977 -0.0063699999999999989 -0.067094999999999988 -0.14920999999999998 0.14530500000000005 0.024095000000000002 0.08815000000000002 0.089875000000000024 -0.036484999999999997 0.093585000000000015 -1.0000000180025095e-35 0.075910000000000019 0.079300000000000009 0.09678500000000001 -0.12529499999999996 -1.0000000180025095e-35 -0.079734999999999986 0.11474000000000002 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 9 7 -2 12 -1 21 -11 13 -7 24 -9 19 18 22 20 25 -3 29 -24 -14 -12 -27 -23 -29 -4
right_child=1 10 17 -5 -6 8 -8 15 -10 11 16 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 27 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0089709477095554265 -0.00054318467376842392 -0.00013435739441774788 0.0067196894144741781 0.0076266641468884276 0.00035166188967056001 0.0045557955693187654 0.0080088125584139077 0.0045478947203135825 -0.00032042275182902818 0.0021237411317997614 0.0029999271567378726 0.0060081324591818785 0.001249507879644322 -0.0012956295493775263 0.0071814761469688494 0.0015805019427918726 -0.0023240766702936249 0.0057362233549207138 0.002516282306984067 0.0048142477730289106 0.0040606107888743288 0.00090152894490924868 0.010979404856916517 0.0056860833506410325 0.0055397117726637855 0.0011177576928129119 -0.0027410146625091634 0.0080776376859284932 0.0032794432574310573 0.0053876859587125535
leaf_weight=30 21 20 607 52 26 55 22 191 20 28 21 117 24 26 51 45 26 1263 25 20 20 23 30 24 28 31 33 20 61 161
leaf_count=30 21 20 607 52 26 55 22 191 20 28 21 117 24 26 51 45 26 1263 25 20 20 23 30 24 28 31 33 20 61 161
internal_value=0 0.00290338 0.00581183 0.00481204 0.00445066 0.00473186 0.00395899 0.00361231 0.00373446 0.00589454 0.00183241 0.00525804 0.00417521 0.00267756 0.00535297 0.00398208 0.000822958 0.00602838 0.00646402 0.00147754 0.000841978 0.00306167 0.00658408 0.00862682 0.00355962 8.46526e-05 -0.000871922 0.00367629 0.00446418 0.00644045
internal_weight=0 554 2567 457 405 379 279 257 204 175 275 145 184 81 103 236 151 2110 847 125 105 124 822 54 52 85 64 104 81 768
internal_count=3121 554 2567 457 405 379 279 257 204 175 275 145 184 81 103 236 151 2110 847 125 105 124 822 54 52 85 64 104 81 768
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 49 4 1 1 50 1 1 0 52 12 52 4 15 151 49 43 3 47
split_gain=20.7236 3.38047 1.80659 1.47034 1.06793 0.970741 0.782112 0.768484 0.693203 0.663786 0.577406 0.4634 0.314309 0.307336 0.222916 0.215328 0.197937 0.191455 0.181684 0.167496 0.130661 0.126425 0.125291 0.118994 0.118938 0.134305 0.0956453 0.126223 0.155794 0.0927197
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.089885000000000007 -0.054984999999999992 -0.15464999999999998 0.13075500000000004 0.086920000000000011 0.041865000000000006 0.12000500000000001 0.13436000000000001 -0.22491999999999998 -0.56176499999999996 0.082480000000000012 -0.16675999999999999 0.061775000000000004 -0.41942499999999994 -1.0000000180025095e-35 0.097940000000000013 0.0010100000000000003 -0.097174999999999984 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 17 23 11 -4 15 -2 -10 -5 -1 24 -3 -15 -13 -21 -17 -11 -9 -6 -26 27 -22 -29 -14
right_child=1 4 10 14 16 -7 -8 8 13 22 -12 19 29 18 -16 21 -18 -19 -20 20 26 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0007245493984199792 0.00038736662037435594 0.00021532464748114544 0.00064682463257043966 0.00033493841973930794 5.2398947877349726e-05 0.00040641712919608049 0.00033603719020189316 0.00059539209336728388 0.00046816400051409124 0.00072615886508834132 0.00031297353714806141 0.00049769574879095799 0.00069036868098677892 0.00023838682093176676 0.00011134532963540526 0.00058116037426140848 0.0001619840055888317 2.6409723730237666e-05 6.3664842742944486e-05 0.00075737684380774409 0.00067791240490722409 0.00068384478785038993 0.000903630238672547 0.00040925001942921973 2.7184492342735173e-06 -0.00020938014575079376 0.00060787448172006933 0.00046517356868137791 0.00063840533719056918 0.00058177950157204826
leaf_weight=930 23 30 28 60 29 48 24 23 20 20 69 27 62 150 24 53 23 66 27 45 439 354 65 31 22 24 172 23 151 59
leaf_count=930 23 30 28 60 29 48 24 23 20 20 69 27 62 150 24 53 23 66 27 45 439 354 65 31 22 24 172 23 151 59
internal_value=0 0.000283075 0.00067158 0.000477219 0.000183604 0.0006824 0.000688152 0.000234651 0.000291717 0.00069186 0.000409343 0.000685273 0.000597481 0.000237768 0.000271055 0.000708088 2.85596e-06 8.54456e-05 0.000211734 0.00064968 0.000654624 0.000670473 0.000861872 0.000488533 -4.59433e-05 -0.000107942 0.000648734 0.000660199 0.000615507 0.00063742
internal_weight=0 673 2448 228 445 2351 2303 347 251 2279 97 2194 144 197 84 1337 98 96 177 857 830 407 85 54 75 46 785 613 174 121
internal_count=3121 673 2448 228 445 2351 2303 347 251 2279 97 2194 144 197 84 1337 98 96 177 857 830 407 85 54 75 46 785 613 174 121
is_linear=0
shrinkage=0.00196078


Tree=7774
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 14 2 4 4 2 0 12 4 2 0 52 49 12 4 1 16 50 150 2 4 12 1 1 15
split_gain=15.4368 1.79947 1.77696 1.06696 0.915891 0.709008 0.573374 0.518084 0.515366 0.493221 0.486437 0.343333 0.295321 0.279662 0.240342 0.205104 0.191346 0.180684 0.179625 0.174578 0.160539 0.156402 0.154847 0.14695 0.131707 0.130296 0.176023 0.125242 0.124629 0.120921
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.076175000000000007 -1.0000000180025095e-35 0.033845000000000007 -0.15464999999999998 1.0000000180025095e-35 -0.068189999999999987 0.13597000000000004 -0.062539999999999984 0.092235000000000025 -0.23194499999999998 1.0000000180025095e-35 -0.012034999999999999 0.08815000000000002 0.27834500000000006 0.089875000000000024 -0.12029499999999999 0.041865000000000006 0.083770000000000011 0.10855000000000002 -0.064054999999999987 -1.0000000180025095e-35 0.12000500000000001 0.11654500000000001 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 17 7 8 27 12 -5 -9 14 18 -12 23 -1 -16 -2 20 21 -4 -10 29 -11 25 -17 -27 -3 -15 -7
right_child=1 5 6 9 -6 22 -8 10 19 11 13 -13 -14 28 16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0009085251606084446 0.00049119079010743712 0.00036322001605203338 0.00080137525965012801 0.00072989412492104608 0.00037898783247264432 0.00018493759508456003 0.00094834842202895682 0.0006606098447068065 0.00073887091883293842 0.00071001550678975853 0.00059452335707613733 0.00030507292351959384 0.00057407584723949108 0.00040766299436630283 0.00041943106779304847 0.00079885780190428097 0.0006359047085667649 0.00069682229189591233 0.00075628909171611284 0.00050561314537411642 0.00063501591559972706 0.00063853807765625265 0.00031415511121173409 0.00051419262298092044 0.00059394071120586172 0.00074465289585157277 0.00054768143168356981 0.00019781512110889738 0.00029606522376241244 1.6084426238721172e-05
leaf_weight=22 20 24 735 40 74 63 63 28 128 34 21 32 29 79 73 64 20 92 998 21 23 112 26 26 32 53 26 66 75 22
leaf_count=22 20 24 735 40 74 63 63 28 128 34 21 32 29 79 73 64 20 92 998 21 23 112 26 26 32 53 26 66 75 22
internal_value=0 0.000388669 0.000740864 0.000624718 0.000548261 0.000315194 0.000764105 0.000365752 0.000758431 0.000532463 0.000420652 0.000489775 0.000770331 0.000382259 0.000528406 0.000730086 0.000465985 0.000660102 0.000773572 0.000677048 0.000796327 0.000692049 0.000181738 0.000625159 0.000707653 0.000733099 0.000679827 0.000241923 0.000353313 0.000141234
internal_weight=0 590 2531 422 186 404 2109 293 2046 225 203 185 1785 175 153 197 93 112 1756 261 758 240 111 60 175 143 79 90 154 85
internal_count=3121 590 2531 422 186 404 2109 293 2046 225 203 185 1785 175 153 197 93 112 1756 261 758 240 111 60 175 143 79 90 154 85
is_linear=0
shrinkage=0.00196078


Tree=7775
num_leaves=31
num_cat=0
split_feature=1 3 12 15 1 1 2 15 43 3 123 0 4 0 16 42 0 3 12 42 43 0 42 0 483 4 13 1212 15 13
split_gain=0.467272 0.0727982 0.0662253 0.0460153 0.0478962 0.0451986 0.0414359 0.037756 0.0360731 0.0371394 0.0349737 0.0456009 0.0328378 0.0295815 0.0304997 0.0287751 0.0276055 0.034146 0.0346225 0.0297303 0.072587 0.049539 0.0561965 0.0531251 0.0393051 0.0291172 0.0311586 0.0339246 0.0391583 0.0425157
threshold=0.10920500000000001 -0.049509999999999992 0.078300000000000008 0.035560000000000008 0.08864000000000001 0.14262000000000002 0.11411 -0.11713499999999999 -0.070064999999999975 0.30112000000000005 0.10695000000000002 -0.22491999999999998 0.053180000000000012 1.0000000180025095e-35 -0.40995499999999996 0.09112000000000002 -0.085669999999999982 -0.045649999999999989 0.13597000000000004 0.083995000000000014 -0.11720999999999999 -0.084509999999999988 0.087550000000000017 -0.084144999999999984 0.085870000000000016 -0.50427999999999995 0.0061450000000000003 0.097595000000000015 -0.013969999999999998 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 7 8 -2 -1 -3 10 11 -10 16 14 -7 -6 -4 18 19 24 -21 22 -22 -23 25 -18 27 28 -27 -30
right_child=1 5 12 -5 15 13 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0092825410825510823 0.005962085694234163 0.0014205198872888696 0.0071838580787572564 0.0079838743603501752 0.0042076926199053595 -0.0012879571358028513 0.002877802562629581 0.0053941891034877537 0.0021730586886405945 0.0019833891338203106 0.001392252194504677 0.0073185365185233168 0.0054152192566678517 -0.0026600625948049132 0.0030506605339279875 0.00023473170935176316 0.010006823896297388 0.0022766577992297246 0.0024178852754024168 0.00023770520374888465 0.00011726944077828969 0.011028769880533218 0.0064569567410468036 0.0063023897625036455 0.011371399466879666 0.0097553497497839016 0.0057374386503607428 0.01062653208417552 0.0042415746857577393 0.0072318048468635729
leaf_weight=30 108 103 643 52 206 26 73 149 24 70 22 61 242 24 43 20 28 20 21 21 27 25 29 488 20 44 208 28 62 204
leaf_count=30 108 103 643 52 206 26 73 149 24 70 22 61 242 24 43 20 28 20 21 21 27 25 29 488 20 44 208 28 62 204
internal_value=0 0.00307256 0.00627488 0.00518348 0.00482393 0.00227403 0.00471815 0.00604587 0.00290844 0.0037743 0.00494592 0.0058657 0.00651126 0.000363979 0.00141582 0.0038561 0.00665325 0.00637474 0.00644276 0.00651414 0.00601135 0.00622443 0.00340032 0.00653272 0.00701355 0.00686171 0.00670042 0.00729303 0.00699194 0.00653483
internal_weight=0 554 2567 457 405 373 181 179 280 177 107 85 2110 93 69 226 1868 1225 1205 1184 590 569 56 513 594 574 546 338 310 266
internal_count=3121 554 2567 457 405 373 181 179 280 177 107 85 2110 93 69 226 1868 1225 1205 1184 590 569 56 513 594 574 546 338 310 266
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=31
num_cat=0
split_feature=1 52 2 4 96 2 14 52 157 15 132 124 131 2 47 12 41 4 43 484 3 1 2 43 131 131 43 131 0 0
split_gain=0.382926 0.0959248 0.0555762 0.0411615 0.0408437 0.0399219 0.0410124 0.0376634 0.03625 0.043743 0.0337837 0.0331891 0.0330679 0.057027 0.0325818 0.03189 0.0311284 0.0361514 0.0334803 0.0386339 0.0303264 0.040478 0.0302234 0.0373929 0.0272746 0.0264255 0.0405506 0.0382374 0.0359175 0.0431563
threshold=0.10312500000000001 -0.40967499999999996 0.14753000000000002 0.40124500000000002 0.087655000000000025 0.095545000000000005 0.076975000000000002 0.12492500000000002 -0.079594999999999985 -0.24436499999999997 0.10240500000000001 -0.081324999999999981 0.090030000000000013 0.31358000000000003 0.081320000000000017 -0.096104999999999982 0.083525000000000016 -0.50052499999999989 -0.078139999999999973 -0.11589499999999998 0.31299000000000005 0.10871500000000002 0.11237500000000002 -0.072864999999999985 0.091440000000000007 0.090495000000000006 -0.03898999999999999 0.089415000000000008 -0.11173999999999999 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 7 6 25 8 -3 11 14 -10 13 -4 15 -7 17 -17 -19 -20 21 -11 23 -23 -2 27 -27 28 29 -1
right_child=1 2 12 -5 -6 10 -8 -9 9 20 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0051849773744154859 0.0071185018641075921 -0.0012128745333757252 0.001393231417574553 0.0014423073163594713 -0.00081465004035271714 0.0016760227485344962 0.0083818282550004071 0.0052730753235532965 -0.0015620977114886047 0.002489433115299203 0.0022376246959305347 0.0024489186551980282 0.0042548585949199538 -0.0042149097383953633 0.0083297738346807433 0.0083882558665017756 0.0014016735117183998 0.0063672027806619142 0.0086753843618290766 0.0042225203886024519 0.0011938532569911332 0.0045596373389178721 0.0036605134345365749 0.0087841599964303893 0.0029311823239549996 0.0064785634881999125 0.010842234586986403 0.0017335027051360711 0.0059829262185078867 0.00044555820804089308
leaf_weight=83 70 20 66 22 25 26 71 83 25 76 39 118 21 25 33 38 20 154 21 270 35 44 62 40 20 189 24 23 1353 25
leaf_count=83 70 20 66 22 25 26 71 83 25 76 39 118 21 25 33 38 20 154 21 270 35 44 62 40 20 189 24 23 1353 25
internal_value=0 0.00313115 0.00270128 0.00574784 0.00313047 0.00578783 0.00602717 0.00332654 0.00294187 0.00314961 0.00508374 0.00174769 0.000677969 -0.000147467 0.00528124 0.00509107 0.00526759 0.00542767 0.00517486 0.00454386 0.00392967 0.00436099 0.00533522 0.00657131 0.00618799 0.00592865 0.00697024 0.00577915 0.00584284 0.00408789
internal_weight=0 730 640 2391 528 2369 1768 503 420 400 601 143 112 91 562 529 503 483 445 291 257 222 146 84 90 1697 213 1484 1461 108
internal_count=3121 730 640 2391 528 2369 1768 503 420 400 601 143 112 91 562 529 503 483 445 291 257 222 146 84 90 1697 213 1484 1461 108
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 457 47 0 402 10 10 3 12 43 2 3 3 0 0 0 3 2 149 2 52 2 48 160 4 403
split_gain=0.317046 0.0916573 0.0569748 0.0593336 0.0345822 0.0414102 0.0341283 0.0377863 0.0361137 0.0315755 0.0447775 0.0373172 0.0295165 0.0334507 0.0291419 0.0327839 0.0349837 0.0569118 0.0349195 0.0307654 0.0268139 0.0297515 0.0265611 0.0257037 0.0275405 0.0336437 0.0249777 0.0513514 0.0246915 0.0245231
threshold=0.11910500000000002 0.078300000000000008 0.14530500000000005 0.092845000000000025 -0.0091949999999999983 0.29113500000000009 0.085505000000000012 -0.040504999999999992 0.09388500000000001 -0.062879999999999978 -0.39453499999999991 -0.05647499999999999 0.099815000000000015 -0.073404999999999984 0.099185000000000009 0.0022600000000000003 0.13524500000000003 -0.26343999999999995 -0.17169499999999996 -0.14454499999999995 -0.076234999999999983 0.09580000000000001 0.078320000000000015 1.0000000180025095e-35 0.048770000000000008 0.084755000000000011 0.090720000000000009 -0.095794999999999977 0.057560000000000007 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -5 14 8 28 9 10 -2 -11 22 20 -6 19 17 -17 -19 -16 21 -14 26 -1 25 -25 -3 -28 -8 -15
right_child=6 12 -4 4 5 -7 7 -9 -10 11 -12 -13 13 29 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0018873908468300387 0.0022996898143901492 0.0054973478251987449 -0.001382342022843659 0.00092260279277086318 0.0064303125057471686 -0.00073427307652309539 0.0066860616572999541 -0.00047612432390451435 -0.0028387278407102541 0.0049918622343206416 -0.0043919120449572805 0.0013609544394893346 0.0063085699938387882 0.0059852255286560177 0.00011092216970377365 0.0023247128454386258 0.0020048640702091352 0.010962553457356991 0.0056671376269536488 0.0040733295056270434 0.0085219458194582594 0.002627663196557585 0.0080914372452408883 0.0087146386862150399 0.0073981778585683489 0.0043338690306638809 -0.00020018037934990034 0.0049381273410131505 0.0030149323016097321 0.0033317453697521825
leaf_weight=21 20 1637 20 57 41 20 28 21 21 35 20 148 62 42 43 32 38 20 33 36 28 34 37 20 59 142 23 126 53 204
leaf_count=21 20 1637 20 57 41 20 28 21 21 35 20 148 62 42 43 32 38 20 33 36 28 34 37 20 59 142 23 126 53 204
internal_value=0 0.00497811 0.00386251 0.00404916 0.00315562 0.00363958 0.00176786 0.00330395 0.00112573 0.00149907 -0.00104611 0.00205539 0.00527418 0.00445984 0.00399957 0.0035062 0.00452717 0.00565479 0.00766541 0.00191658 0.00579908 0.00500492 0.00543946 0.0052307 0.00554839 0.0048747 0.00538452 0.00414497 0.00428396 0.00378478
internal_weight=0 2775 582 562 320 263 346 102 244 223 40 183 2193 370 243 202 123 85 53 79 124 96 1823 242 221 162 1786 149 81 246
internal_count=3121 2775 582 562 320 263 346 102 244 223 40 183 2193 370 243 202 123 85 53 79 124 96 1823 242 221 162 1786 149 81 246
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 1 3 43 13 475 12 16 15 49 3 12 4 3 2 0 3 15 52 11 475 3 0 12 34 2 4
split_gain=0.256961 0.0779455 0.0465535 0.0494505 0.0401909 0.0400623 0.0378248 0.045746 0.0344183 0.0301018 0.0299709 0.0395414 0.0282461 0.027511 0.0363768 0.0258266 0.0312631 0.0376757 0.0365784 0.0365766 0.0326731 0.0475946 0.0336616 0.0294466 0.028441 0.0528219 0.027233 0.0254709 0.0273774 0.0275922
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 0.094090000000000021 0.0051600000000000005 -0.11720999999999999 -0.0072999999999999992 -0.068264999999999978 -0.010834999999999999 -0.070454999999999976 -0.21699999999999997 0.036705000000000008 0.31370500000000007 -0.42850999999999995 0.042705000000000007 -0.14186499999999996 0.081685000000000021 -0.062764999999999974 -0.10831999999999999 0.040760000000000005 -0.07167999999999998 0.079300000000000009 -1.0000000180025095e-35 -0.059315 -0.10096999999999999 0.092550000000000007 -0.038779999999999995 0.116525 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 12 -5 -9 11 -7 -8 27 -15 16 17 -3 24 -20 21 -19 -22 -17 25 -18 -21 -2 -29 -30
right_child=13 15 -4 4 5 10 7 9 -10 -11 -12 -13 -14 14 -16 23 18 20 19 26 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00091418384412384553 -0.00049341627139559328 0.0096876232325135234 -0.0010608367140362547 0.001917906801423265 0.0058051740340571006 0.0069501499301709603 0.0036663621699999033 -0.0034648856989896067 0.0052668413074570715 0.0016254815328422757 0.0061789923866924189 0.0019858640115297233 -0.00045588821045715707 0.0026247040286441065 -0.0015219693195311786 0.00018594001652672888 -0.00013980664800675144 0.0056393220826162424 -0.00060690254017355897 0.007285400431137532 0.0051484739078053593 0.00015664609149098398 0.010563855776986616 0.0041549329784327559 0.0079500624770298591 0.0049099331902034658 0.0032681801879166244 0.0039372199606639048 0.0049141633587645459 0.00095555869213074726
leaf_weight=23 33 26 22 36 22 21 68 26 208 21 52 68 22 34 56 20 21 76 21 20 24 20 22 286 30 1524 108 81 21 109
leaf_count=23 33 26 22 36 22 21 68 26 208 21 52 68 22 34 56 20 21 76 21 20 24 20 22 286 30 1524 108 81 21 109
internal_value=0 0.00447411 0.00345251 0.00362763 0.00381965 0.00304448 0.00195626 0.00133818 0.00477274 -0.00119047 0.00427163 0.00315721 0.0026587 0.00153891 4.45517e-05 0.00474787 0.00488573 0.0061879 0.00475883 0.00326125 0.00554711 0.0044971 0.00773844 0.00389552 0.00490051 0.0048413 0.00389587 0.0020901 0.00249416 0.00159503
internal_weight=0 2787 589 567 544 300 159 137 244 47 141 89 90 334 90 2198 1892 168 1724 149 142 96 46 306 1575 1545 128 244 211 130
internal_count=3121 2787 589 567 544 300 159 137 244 47 141 89 90 334 90 2198 1892 168 1724 149 142 96 46 306 1575 1545 128 244 211 130
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 2 3 16 160 9 483 4 0 15 3 3 0 0 3 160 129 133 124 3 42 3 15 158 4 151
split_gain=0.208138 0.0631358 0.0377083 0.0400549 0.035424 0.0383113 0.0369358 0.0314779 0.0291291 0.0276817 0.0290994 0.031357 0.0387048 0.0455568 0.0266867 0.0386994 0.0321547 0.029287 0.0259635 0.025137 0.0249041 0.0254752 0.0254523 0.0290627 0.0248161 0.0306667 0.0315426 0.0292766 0.0344271 0.0345429
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 -0.0091949999999999983 0.094835000000000017 -0.012304999999999998 -0.013024999999999998 -1.0000000180025095e-35 0.099965000000000012 0.098395000000000024 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.0022600000000000003 0.13524500000000003 -0.26343999999999995 -0.030209999999999997 0.0022600000000000003 -0.011159999999999998 0.085395000000000013 0.085760000000000017 -0.086289999999999992 -0.11171999999999999 0.11457500000000002 -0.081054999999999974 0.093115000000000017 0.07968500000000002 0.052250000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 18 -9 10 11 -2 -13 -14 20 16 -16 -18 -8 -20 21 22 -7 -24 27 -26 -27 28 -3 -30
right_child=9 24 -4 4 5 14 7 8 -10 -11 -12 12 13 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.00082276554008864843 0.0022444925510790199 0.0043912600748702273 -0.00095475306681526656 0.0013879499132150933 0.0082200099136038075 0.0032064954266668513 0.0058135514445602898 0.0042815608753552356 0.0091052020899951465 -0.0014117180842731615 0.0053672986762830985 0.003515897888690233 0.00058222811239191517 -0.0045378437284380206 0.0023331465401604553 0.0014151159453281571 0.0074347238320534902 0.00355148428840743 0.0040246738439115391 -6.898064399138094e-05 0.0049786787834018471 0.0038265230476527533 -0.0034318471517921847 0.0011352490894416022 0.0051099567669622885 -0.00022009870515683216 0.003332572893841289 0.00545847203881501 0.0025491178732611136 0.0067467824174937885
leaf_weight=23 175 1610 22 73 29 26 25 31 21 32 20 25 57 25 34 43 52 31 30 30 25 34 22 38 52 37 77 220 180 22
leaf_count=23 175 1610 22 73 29 26 25 31 21 32 20 25 57 25 34 43 52 31 30 30 25 34 22 38 52 37 77 220 180 22
internal_value=0 0.0040267 0.00310726 0.00326487 0.00343769 0.00375538 0.00497788 0.00429159 0.00622957 0.00138502 0.00168136 0.00141995 7.13865e-05 -0.000978769 0.00309002 0.00398049 0.00492332 0.00598436 0.003106 0.00197785 0.00210742 0.00150925 0.000593113 -0.000539353 0.00427309 0.00309748 0.00217951 0.00436913 0.00423686 0.00300629
internal_weight=0 2787 589 567 544 471 166 137 52 334 302 282 107 82 305 160 117 83 85 60 145 120 86 60 2198 166 114 2032 1812 202
internal_count=3121 2787 589 567 544 471 166 137 52 334 302 282 107 82 305 160 117 83 85 60 145 120 86 60 2198 166 114 2032 1812 202
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 2 16 1 0 4 3 11 15 12 4 12 15 47 14 16 2 4 4 52
split_gain=16.928 2.72121 1.57702 1.41588 0.966974 0.793781 0.489584 0.479856 0.458622 0.428538 0.419561 0.400253 0.304492 0.245116 0.390596 0.2444 0.192821 0.180091 0.156097 0.146085 0.12928 0.1257 0.120342 0.118269 0.0975302 0.0867769 0.0832138 0.0830504 0.0823112 0.0743852
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.092845000000000025 0.14285500000000004 -0.5335399999999999 0.085605000000000014 -0.10607499999999999 0.27834500000000006 -0.13927999999999999 0.074925000000000005 -0.41942499999999994 0.095780000000000018 0.0067750000000000006 0.087695000000000009 -0.095869999999999983 0.090100000000000013 -0.41790499999999997 -0.16075999999999999 0.079055000000000014 -0.0070899999999999991 -0.036839999999999991 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 13 11 27 12 -5 15 -7 21 22 -4 17 -14 -13 29 -16 26 -15 -3 -17 -20 -1 -6 -2 -18
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 18 16 14 20 24 19 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006870747567839263 0.00079000160992875987 0.00033548535602658447 0.0003926408195717362 0.00066430297807040643 0.00077569727358920456 0.00045335907781240986 0.00092031350489757977 0.000433418557746706 0.00038306619959816433 0.00047852151463901113 0.00040045835055377873 0.00019875007131120665 0.00062749595764805292 0.00067414586450539383 0.00074588680112623715 0.00032576321194250523 0.00069045696958507661 0.00084234365499487101 0.00012413407058617821 0.00065155563982630886 0.00062738615305894818 0.00074412421989129872 0.00048025852473288335 0.00046280594398746231 0.00017834772501088331 -2.4524408513719571e-05 0.00078942374629711258 0.0006287588769314336 0.00064282000593555847 0.00076320364477512278
leaf_weight=32 48 187 39 37 21 20 70 37 30 39 62 37 20 20 383 22 129 60 26 246 39 502 32 33 80 36 670 50 21 93
leaf_count=32 48 187 39 37 21 20 70 37 30 39 62 37 20 20 383 22 129 60 26 246 39 502 32 33 80 36 670 50 21 93
internal_value=0 0.000376506 0.000333964 0.000728779 0.000427501 0.000738436 0.000759649 0.000225568 0.000586332 0.000677347 0.000499067 0.000193525 0.000690999 0.000752947 0.000715177 0.000260621 0.000699672 0.000788632 9.79632e-05 0.000684465 0.000734935 0.000767816 0.000554831 0.000354583 0.000210143 3.78162e-05 0.000784758 0.00067222 0.000745207 0.000720932
internal_weight=0 667 598 2454 321 2355 1748 277 101 607 99 240 568 1678 474 141 548 80 99 468 422 1204 52 220 102 62 702 71 69 222
internal_count=3121 667 598 2454 321 2355 1748 277 101 607 99 240 568 1678 474 141 548 80 99 468 422 1204 52 220 102 62 702 71 69 222
is_linear=0
shrinkage=0.00196078


Tree=7781
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 14 1 2 1 4 1 4 1 2 1 12 47 11 50 1 43 13 1 15 48 12
split_gain=18.6008 2.44345 2.11349 1.2812 1.20274 0.998778 0.908696 0.626587 0.67069 0.565154 0.449138 0.429733 0.267801 0.214948 0.212555 0.199711 0.355381 0.193092 0.18453 0.180102 0.221818 0.173 0.167085 0.165216 0.139468 0.141381 0.138621 0.132313 0.12604 0.12352
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.092845000000000025 0.091265000000000013 0.13075500000000004 -0.04890499999999999 0.086920000000000011 -0.013514999999999998 0.086920000000000011 0.11411 0.12958500000000003 0.08401500000000002 0.081320000000000017 1.0000000180025095e-35 0.041865000000000006 0.12000500000000001 0.064745000000000011 -0.090639999999999984 0.13436000000000001 -0.41942499999999994 0.087310000000000013 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 7 9 23 18 11 -4 14 -6 -10 -1 24 29 -2 -9 20 -16 -11 27 -3 25 -13 -15 -7 -29 -17
right_child=1 5 10 -5 12 22 -8 8 13 21 -12 15 -14 26 19 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00083783218037381002 0.00075050840822809899 0.00036982889599136378 0.00069684992851832585 0.00046939832549988572 0.00047212914332710936 0.00019941113333824198 0.00051399049456469581 0.00077155274662741994 0.00056279789948580309 0.00082276185660068034 0.00043226533208366144 0.00065271155952182909 0.00022015195218461954 0.00037324055872744007 0.00061898804396005478 0.00078400561930603782 0.00054023764182135642 0.0005379335797738795 0.00051131992326939799 0.00080315887011554884 0.0008655359186962539 0.0010227720160645986 0.000286723471477704 0.00017985270352534999 0.00071457531222006334 0.00081839336399884652 0.00021619976887642369 -5.9723494590932944e-05 0.00014732015400202762 0.00070522676134623377
leaf_weight=1029 92 24 37 45 50 29 41 22 20 23 74 21 24 128 47 184 34 20 20 366 20 60 23 66 72 347 26 26 20 131
leaf_count=1029 92 24 37 45 50 29 41 22 20 23 74 21 24 128 47 184 34 20 20 366 20 60 23 66 72 347 26 26 20 131
internal_value=0 0.000398416 0.000785024 0.000797159 0.000584385 0.000312797 0.000803369 0.00036797 0.000425243 0.000808452 0.00052046 0.000802593 0.000390407 0.000371563 0.000822496 0.000765714 0.000730687 0.000712549 0.000647632 0.000786049 0.000692584 0.000967348 0.000140522 0.000230513 0.000793497 0.000808939 0.000346727 9.56869e-05 3.02955e-05 0.000751244
internal_weight=0 590 2531 2420 186 404 2375 306 216 2334 111 2251 74 174 1462 789 349 112 42 433 67 83 98 90 440 368 154 75 46 315
internal_count=3121 590 2531 2420 186 404 2375 306 216 2334 111 2251 74 174 1462 789 349 112 42 433 67 83 98 90 440 368 154 75 46 315
is_linear=0
shrinkage=0.00196078


Tree=7782
num_leaves=31
num_cat=0
split_feature=1 52 105 2 1348 52 48 4 2 15 14 43 39 4 14 123 15 0 0 12 39 3 45 0 1 51 16 4 4 4
split_gain=0.288938 0.0708431 0.052295 0.0802123 0.0421539 0.0419352 0.0371005 0.0354795 0.0322565 0.0303923 0.0435432 0.0298371 0.0303072 0.0339134 0.0268294 0.0321501 0.0295831 0.0250456 0.0271827 0.0240584 0.0240432 0.0239027 0.0217034 0.0326894 0.0514376 0.0408593 0.025711 0.050473 0.0357976 0.05378
threshold=0.10293500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.092395000000000019 0.19022000000000003 0.15068000000000001 0.40124500000000002 0.14285500000000004 -0.24436499999999997 -0.47071999999999997 0.0061450000000000003 0.098905000000000007 0.50194500000000009 0.062655000000000016 1.0000000180025095e-35 0.090455000000000021 -0.019414999999999998 0.062580000000000011 0.086095000000000019 0.10508500000000001 -0.078344999999999984 0.081955000000000014 -0.13455999999999999 0.085605000000000014 0.087505000000000013 -0.083539999999999989 0.0033150000000000007 -0.0082299999999999995 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 9 8 14 10 -3 12 13 -12 15 22 19 20 -19 -16 21 -11 23 24 -1 -26 -25 28 29 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 17 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0057331138093667557 0.0053037862025541805 0.005208165125389185 0.007384251267649234 -0.0030412951668300336 -0.0019650401569725503 0.0050307987429689437 -0.0017208083109422165 0.00099332551260224796 0.0021757405009478906 0.00069758169156557419 -0.00064383853589081109 -0.0015610878330630225 -0.0011217910086645955 0.0034485160483458416 0.010243843258197965 0.0029438437748866234 0.0046662357447387059 -0.0016532395736292183 0.0033766591180623934 0.0058584500839722088 0.0066912822267940182 0.0036541010898059889 0.0079493541167511683 0.0056795685846341192 -0.0018573369001969695 0.0039829208191646181 0.0050006270826409103 0.0032227382395285534 0.0064909278663508084 -0.00010764633438416891
leaf_weight=42 93 28 20 28 21 63 22 22 39 32 27 37 31 81 29 73 38 21 22 22 22 188 26 593 25 23 1109 160 163 21
leaf_count=42 93 28 20 28 21 63 22 22 39 32 27 37 31 81 29 73 38 21 22 22 22 188 26 593 25 23 1109 160 163 21
internal_value=0 0.00272406 0.00235094 0.00218936 0.00243551 0.0025965 0.00229638 0.00499061 0.00502783 0.00247712 0.00154529 0.000962559 0.00163432 0.00242543 0.00507569 0.00500789 0.00677836 0.00314411 0.000920197 0.00835211 0.00353926 0.00322406 0.00507758 0.00504262 0.00317738 0.00094112 0.00512467 0.00489821 0.00510553 0.00490569
internal_weight=0 736 643 623 595 574 511 2385 2363 489 204 176 139 108 2324 2235 89 285 43 51 242 220 2162 2136 90 48 2046 1453 1293 1130
internal_count=3121 736 643 623 595 574 511 2385 2363 489 204 176 139 108 2324 2235 89 285 43 51 242 220 2162 2136 90 48 2046 1453 1293 1130
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 1 0 49 1 4 12 52 4 1 151 150 48 12 12 16 12 2 51 0
split_gain=11.6815 1.87223 1.18867 1.03547 0.709501 0.579495 0.467256 0.382356 0.336399 0.310455 0.300641 0.193328 0.178633 0.329979 0.196136 0.182178 0.115364 0.104823 0.104407 0.107356 0.0917342 0.104988 0.0905432 0.103803 0.0871918 0.090542 0.0784649 0.0776204 0.0767045 0.0750889
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.15799000000000005 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.08815000000000002 -0.024714999999999997 -0.52556499999999995 0.089770000000000016 -0.080549999999999997 0.095565000000000011 0.082620000000000013 0.095780000000000018 0.11903500000000002 0.058835000000000005 0.096475000000000019 0.087995000000000004 -0.086719999999999978 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 12 11 -5 22 26 24 13 14 -1 16 18 28 -14 -20 -19 29 23 -7 25 -4 -6 -16 -3 -22
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 -13 15 -15 27 -17 -18 20 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065512106365419643 0.00065592449769700644 0.00019567103953866842 0.00019546209400036105 0.00061013137764859228 0.00069098809123540131 0.00066357099211417168 0.00082493188156919459 0.00042002263178364838 0.00036673460542504253 0.00043061798810209684 0.00038410393887520968 7.1199495731448601e-05 0.00083514932268251329 0.0007689109701087012 0.00055335717890175298 0.00060168623198843881 0.00066504778485834432 0.00047238127316639355 0.00069940985686882254 0.00057356358575448661 0.0004416745836705112 0.00024489649976877604 0.00054798246412778712 0.00059314852928727616 0.00034263060370242601 0.00031495604650233949 0.00055933668066168686 0.0004208640648187746 0.00032770414919746087 0.0002986325460627856
leaf_weight=44 76 21 153 34 28 158 79 37 61 39 33 35 21 36 34 116 767 34 750 27 43 25 66 164 23 29 46 34 87 21
leaf_count=44 76 21 153 34 28 158 79 37 61 39 33 35 21 36 34 116 767 34 750 27 43 25 66 164 23 29 46 34 87 21
internal_value=0 0.000365588 0.00032971 0.000654512 0.000407747 0.000662677 0.000677289 0.000234486 0.000453845 0.000597381 0.000539744 0.000205883 0.000670912 0.000605606 0.000553115 0.000676662 0.000682219 0.000346606 0.000698724 0.000695037 0.000385745 0.000352648 0.000614143 0.000627704 0.000228878 0.000214502 0.000609151 0.000487111 0.000302031 0.000394739
internal_weight=0 691 615 2430 338 2335 1908 277 95 427 107 240 1829 148 112 1681 1565 231 798 777 123 89 388 322 205 182 74 68 108 64
internal_count=3121 691 615 2430 338 2335 1908 277 95 427 107 240 1829 148 112 1681 1565 231 798 777 123 89 388 322 205 182 74 68 108 64
is_linear=0
shrinkage=0.00196078


Tree=7784
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 42 14 48 1 49 1 0 15 40 11 1 1 43 47 0 3 160 48 1 50
split_gain=13.736 2.16502 1.21494 0.95547 0.782467 0.638578 0.529156 0.418953 0.456564 0.400636 0.334298 0.297856 0.253572 0.223399 0.163806 0.151667 0.133076 0.147872 0.131044 0.127083 0.123985 0.120418 0.109145 0.0923363 0.0845631 0.0785825 0.233057 0.0782702 0.0763786 0.0713377
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.091265000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.14285500000000004 -0.076394999999999977 0.062655000000000016 -0.015314999999999997 0.086920000000000011 -0.054984999999999992 0.16175000000000003 -0.097024999999999986 -0.095869999999999983 -0.077474999999999988 1.0000000180025095e-35 0.13436000000000001 0.13075500000000004 -0.14792499999999997 0.091680000000000011 -0.067624999999999977 -0.12018999999999998 -0.037174999999999993 0.10184000000000001 0.093205000000000024 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 11 18 -8 -9 12 -4 13 -7 25 -2 29 17 -15 -3 27 -10 -5 -21 -16 -18 26 -1 -14 -12 -6
right_child=1 4 10 21 15 9 7 8 20 -11 28 -13 19 16 23 -17 24 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047680292657666069 0.00045236259514667596 0.00026704416467319015 0.00067195916960553293 0.00038786197234906886 0.00012325483554627236 0.00047191357606446698 0.0005817727096914466 0.00056370761449511103 0.00032042307737679824 0.00043939007413393294 0.00049306508284114323 0.00083402237589226568 0.00064805221985975072 0.00067088653508657638 0.00068571912401616756 -2.791644026195747e-05 0.00067977195667084402 0.00046751355903656207 0.00012212443285110762 0.00059781019502848972 0.00017905409768398549 0.00022352566336528124 0.0007647247322212649 0.00057735465301077564 0.00057275603624893691 0.00071483224012392919 0.00074263940252564554 0.00057552386512368264 0.00035405971262597358 0.00025438689693157795
leaf_weight=21 23 47 21 60 58 32 30 29 161 39 21 62 622 27 62 21 337 28 49 20 28 24 61 59 31 976 32 63 55 22
leaf_count=21 23 47 21 60 58 32 30 29 161 39 21 62 622 27 62 21 337 28 49 20 28 24 61 59 31 976 32 63 55 22
internal_value=0 0.000351732 0.000668028 0.000507102 0.000272127 0.000676901 0.000316679 0.000364526 0.000334629 0.000633439 0.000452977 0.000700929 0.000642922 0.000695246 0.000604048 0.000120387 0.000657312 0.000567351 0.000193075 0.000650066 0.00029948 0.000340909 0.000723511 0.00063288 0.000670757 0.000710839 0.000637308 0.000641382 0.000392469 0.000159316
internal_weight=0 673 2448 228 445 2351 344 248 218 837 97 1514 798 1452 144 101 423 55 96 766 189 84 81 121 368 1029 53 685 76 80
internal_count=3121 673 2448 228 445 2351 344 248 218 837 97 1514 798 1452 144 101 423 55 96 766 189 84 81 121 368 1029 53 685 76 80
is_linear=0
shrinkage=0.00196078


Tree=7785
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 0 49 1 4 150 4 0 4 484 160 47 0 11 3 1 50 131 131
split_gain=22.1264 3.58182 2.02747 1.88317 1.41119 1.15617 0.627283 0.584035 0.559491 0.529636 0.441155 0.437537 0.378501 0.494084 0.360557 0.356097 0.33522 0.306594 0.22091 0.275327 0.303489 0.180045 0.167218 0.153366 0.15895 0.145987 0.145303 0.145259 0.13306 0.131207
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.092845000000000025 0.13501500000000002 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.27834500000000006 1.0000000180025095e-35 0.0067750000000000006 -0.079119999999999982 -0.46376499999999993 0.084750000000000006 -0.067824999999999983 0.090100000000000013 0.14486500000000005 1.0000000180025095e-35 -0.010424999999999999 0.078340000000000007 0.10917 0.09031500000000002 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 22 6 12 11 -6 -5 16 15 13 14 -1 -4 23 18 27 26 -21 -17 -3 24 -7 -23 -20 -14 -2 -13
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 29 17 -15 -16 21 -18 -19 19 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089636641059893376 0.00095549183351700665 0.00043456170931856203 0.00051004286514114735 0.0008073288819515237 0.0008308703268604758 0.00084336018451796778 0.0010977646157191634 0.00055512018467384499 0.00051149794624911408 0.00050904637068704842 0.00063621734491141606 0.00014470391862878479 0.00095252084186559405 0.0010266732952507937 0.00067352219774096886 0.0004424304163872637 0.00062334557464948238 0.00081813907509400595 0.00089439896673245453 0.00088479753161378781 0.00064671478514790324 0.00034745703554054833 0.00058571627110118882 0.00069387908405660055 0.00096542661854959199 0.00017575444048484277 0.0010796443589961681 0.00087905696527325794 0.00077969903338189221 0.00032248951088381455
leaf_weight=46 49 191 39 37 71 322 76 34 30 60 48 79 1033 35 71 23 27 98 27 320 22 32 33 23 47 47 41 115 25 20
leaf_count=46 49 191 39 37 71 322 76 34 30 60 48 79 1033 35 71 23 27 98 27 320 22 32 33 23 47 47 41 115 25 20
internal_value=0 0.000489124 0.000438846 0.000890562 0.00054359 0.000901609 0.000923257 0.000314606 0.000736007 0.000622824 0.000814272 0.000280534 0.000915922 0.00082228 0.000761136 0.000350685 0.00083467 0.000924517 0.000931208 0.000892139 0.000869482 0.000289755 0.00045683 0.000849225 0.000858908 0.000245305 0.00100609 0.000945162 0.000896102 0.00018062
internal_weight=0 673 599 2448 325 2351 1884 274 101 97 467 240 1808 152 117 141 419 1656 1558 410 342 102 224 392 369 79 68 1148 74 99
internal_count=3121 673 599 2448 325 2351 1884 274 101 97 467 240 1808 152 117 141 419 1656 1558 410 342 102 224 392 369 79 68 1148 74 99
is_linear=0
shrinkage=0.00196078


Tree=7786
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 4 2 16 16 16 123 2 3 3 159 159 157 1428 4 483 1429 484 484 42 158 14 15 51 50 1
split_gain=0.435498 0.103959 0.0503674 0.0553284 0.0471121 0.0427046 0.0409522 0.0289297 0.0463372 0.0286095 0.0289016 0.0280541 0.0284674 0.0453154 0.0324907 0.0386294 0.0376798 0.0276671 0.0249544 0.0246062 0.0396922 0.0738051 0.0677557 0.0323631 0.0320726 0.0279349 0.0242344 0.0241204 0.0519096 0.0726626
threshold=0.10293500000000001 -0.049509999999999992 0.14262000000000002 0.086360000000000006 0.41257000000000005 0.40124500000000002 0.092120000000000021 0.062650000000000025 -0.11676499999999999 -0.45661999999999997 0.084025000000000016 0.14445500000000003 -0.14186499999999996 -0.10831999999999999 0.0089800000000000019 0.10442500000000002 -0.077664999999999998 0.087445000000000009 0.10528000000000001 -0.070084999999999981 0.084770000000000012 0.073690000000000019 0.088375000000000009 0.084435000000000024 -0.42403999999999992 0.062655000000000016 -0.43375999999999998 0.0038750000000000004 0.081075000000000022 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 17 6 19 8 -4 -8 11 12 -11 -14 16 -16 -15 -2 -18 -1 24 23 -23 -22 -21 27 -6 -26 29 -29
right_child=1 2 7 -5 26 -7 9 -9 -10 10 -12 -13 13 14 15 -17 18 -19 -20 20 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0080216500720360698 0.0052743916446610691 0.0027388313616112017 0.001160431882624138 0.0081458643660880636 0.0042199150664687509 0.0018136473627898587 0.0076800021855888195 0.0034181863748623679 -0.0044002621479607611 0.0076847696555373468 0.0026280473345062037 0.0028961839814049505 0.0013717246539890768 0.0024515659572222296 0.01109213260528834 0.0061078405483082562 0.005902322602274507 0.0086613051768966078 0.0030853927667896432 0.0027752344242551112 0.010368006420321763 -0.0022004977258367709 0.0053202236127108341 0.0048099436193958607 0.0066936051100946045 0.0089935986014703911 0.00037988782472287618 0.0065201384773346319 0.007500641196070669 0.00076715471666483656
leaf_weight=104 174 352 47 20 42 22 64 24 22 69 34 36 25 39 23 48 419 28 34 22 20 23 25 22 1155 48 27 46 65 42
leaf_count=104 174 352 47 20 42 22 64 24 22 69 34 36 25 39 23 48 419 28 34 22 20 23 25 22 1155 48 27 46 65 42
internal_value=0 0.00341646 0.00250915 0.00302953 0.00497326 0.00619909 0.00623992 0.000427645 -0.000612543 0.00565305 0.00547461 0.00561427 0.0057632 0.00553771 0.00572271 0.00772247 0.00543412 0.00574386 0.0056909 0.00653523 0.00642992 0.00439526 0.00171654 0.00745664 0.00656281 0.00662426 0.0027173 0.00653731 0.00535744 0.0037744
internal_weight=0 736 465 372 271 2385 2363 93 69 791 727 693 657 588 563 71 492 202 453 1572 1468 90 48 42 1378 1356 69 1308 153 88
internal_count=3121 736 465 372 271 2385 2363 93 69 791 727 693 657 588 563 71 492 202 453 1572 1468 90 48 42 1378 1356 69 1308 153 88
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 2 47 4 1 14 2 15 1 0 11 1 4 48 0 151 52 47 12 1375 3 1 12 131
split_gain=12.7337 1.98896 1.20646 0.973089 0.684853 0.670492 0.564507 0.412955 0.366169 0.362814 0.309539 0.285027 0.237875 0.19692 0.157881 0.12536 0.188914 0.142585 0.195705 0.104691 0.0971106 0.0903058 0.09009 0.0893032 0.0823569 0.0966863 0.07522 0.0749007 0.0731196 0.0640981
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.27834500000000006 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.14838000000000004 1.0000000180025095e-35 0.091195000000000012 0.18019500000000002 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.083685000000000009 -0.026509999999999995 -0.088784999999999989 0.40674500000000008 0.090100000000000013 0.095780000000000018 0.083830000000000002 -0.05647499999999999 0.16175000000000003 0.096475000000000019 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 5 4 6 21 7 11 12 28 -5 14 13 26 22 16 17 24 -19 -12 -6 -3 -1 -23 25 -9 -4 -14 -7 -2
right_child=1 2 8 10 20 9 -8 15 -10 -11 19 -13 27 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079284873413813729 0.00078599071453239763 0.00051586098994091877 0.0004012224043025544 0.00072831627117151635 0.00062171122168793401 0.00077338714976938499 0.00044991509522412655 0.00074467022030413356 0.00049670764225844552 0.00044170712780002399 0.00037907976444104529 0.00091985810254649415 0.0002368299309233852 0.00049191732909165174 0.00073206347407273997 0.00057864618652007157 0.0008303680842634731 0.0007595271849794086 0.00053050191993094691 0.00054073182418364887 0.00044470616331152604 0.0003983661578749246 0.00068211465812035709 0.0005310849640219607 0.00070918333625261435 0.0008753953763591054 0.00027976200067408662 0.00010161255960231847 0.00064629914345440452 0.00066348624239170471
leaf_weight=1088 52 40 24 28 22 28 22 401 37 31 24 59 63 25 216 20 74 26 32 43 26 171 29 22 297 23 107 21 46 24
leaf_count=1088 52 40 24 28 22 28 22 401 37 31 24 59 63 25 216 20 74 26 32 43 26 171 29 22 297 23 107 21 46 24
internal_value=0 0.000448055 0.000411074 0.000749711 0.000757625 0.000489694 0.00076249 0.000765526 0.000315141 0.000619786 0.000555181 0.000786493 0.00028715 0.000332447 0.00078059 0.000732094 0.000735692 0.000726698 0.000633168 0.000482827 0.000525833 0.000431068 0.000789974 0.000413495 0.000734222 0.000751761 0.000302014 0.000203026 0.000694386 0.000747305
internal_weight=0 691 615 2430 2335 338 2287 2265 277 105 95 1392 240 156 1333 873 853 779 58 67 48 233 1117 193 721 424 131 84 74 76
internal_count=3121 691 615 2430 2335 338 2287 2265 277 105 95 1392 240 156 1333 873 853 779 58 67 48 233 1117 193 721 424 131 84 74 76
is_linear=0
shrinkage=0.00196078


Tree=7788
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 2 1 2 1 2 2 376 150 2 159 2 150 12 4 3 475 16 48 1 11 13 16
split_gain=17.0027 2.89735 1.47216 1.04527 0.935679 0.841575 0.575778 0.494186 0.421942 0.372534 0.333251 0.281317 0.382584 0.267154 0.252892 0.220106 0.207719 0.204102 0.168359 0.279877 0.157884 0.158286 0.158513 0.154005 0.132265 0.130522 0.11392 0.103342 0.103296 0.101296
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.14285500000000004 0.077845000000000011 0.17025000000000004 0.089625000000000024 0.090425000000000019 0.11704500000000001 0.080200000000000007 1.0000000180025095e-35 -0.0091949999999999983 0.08154500000000002 0.10882500000000002 1.0000000180025095e-35 0.08815000000000002 -0.49013999999999996 0.086245000000000016 -0.082014999999999991 -0.059624999999999991 0.081805000000000017 0.13075500000000004 0.084680000000000019 0.06370000000000002 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 17 7 10 11 15 -4 -6 20 16 27 24 23 -13 18 19 -3 21 -1 28 -7 -8 -11 -5 -2 -23 -22
right_child=1 4 9 26 6 8 14 -9 -10 25 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098287844601041368 0.00074119374494017261 0.00072587946786826206 0.00076122814972026675 0.00050687337464659036 0.00028208981353951962 0.00088374331641077615 0.00043982645748232935 0.00099055622161295896 0.00054799908834854644 0.00037629318155737876 8.6815080720232149e-05 0.00061631416941644384 0.00053279464008431103 0.00052613877673067294 0.00025731676698128198 0.00059873731843396725 0.0008103163527673758 0.00036248008839497432 0.00045120737749251443 0.00045543405565195809 0.00083609201996721113 0.00086092531188473507 0.00071863726731024539 0.00075967926212833865 0.00064190390793716207 0.00055534700292907244 0.00034703237082188328 0.00088024676228180907 0.00072157717302065937 0.00078377227579185524
leaf_weight=37 98 31 28 60 168 43 33 76 39 24 42 23 23 20 20 30 274 41 62 28 373 784 33 365 20 45 24 26 21 230
leaf_count=37 98 31 28 60 168 43 33 76 39 24 42 23 23 20 20 30 274 41 62 28 373 784 33 365 20 45 24 26 21 230
internal_value=0 0.000455296 0.000807199 0.000635032 0.000363207 0.000816966 0.00029518 0.000835682 0.000743434 0.000570475 0.000243035 0.000829136 0.000776426 0.000736432 0.000445187 0.000760836 0.000795293 0.000482043 0.000522556 0.000597532 0.000840548 0.000857372 0.00085183 0.000772755 0.000516082 0.000493067 0.000461205 0.00077035 0.00085729 0.000816136
internal_weight=0 673 2448 228 445 2351 283 1874 477 97 210 1798 320 144 73 438 297 162 121 59 1478 875 838 408 53 69 84 124 805 603
internal_count=3121 673 2448 228 445 2351 283 1874 477 97 210 1798 320 144 73 438 297 162 121 59 1478 875 838 408 53 69 84 124 805 603
is_linear=0
shrinkage=0.00196078


Tree=7789
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 2 1 2 4 14 4 1 150 13 2 2 4 1 0 4 12 52 3 43 2 3 15 10 158
split_gain=27.8934 3.60221 3.08924 2.60603 1.99882 1.25734 1.24399 0.990592 0.816815 0.807477 0.518313 0.431452 0.722716 0.503306 0.374781 0.365035 0.355491 0.469951 0.29632 0.241657 0.23187 0.209256 0.193606 0.189991 0.303611 0.391797 0.158858 0.157628 0.160485 0.142211
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.089885000000000007 0.40124500000000002 0.076175000000000007 -0.013514999999999998 0.086920000000000011 0.081835000000000019 -0.16152999999999998 0.14122000000000004 0.14753000000000002 0.27834500000000006 0.086920000000000011 -0.066689999999999985 -0.0070899999999999991 0.092550000000000007 -0.56741999999999992 0.30112000000000005 -0.04890499999999999 0.11177500000000001 1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 16 8 -4 10 20 18 14 21 -14 -10 23 17 -3 -1 26 -5 -13 -16 24 -2 -26 -20 -18 -29 -24
right_child=1 5 7 9 -6 -7 -8 -9 11 -11 -12 12 13 -15 22 -17 27 -19 19 -21 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010606715037231849 0.00048483221407964744 0.00056463728654617264 0.00094978033587542784 0.0010376227401577935 0.0005961669949015242 0.00065384547485065794 0.00067472821872080989 0.00054793973796748844 0.00075533362566367372 0.00058713231016607845 0.0012303871277057296 0.0010002577118595104 0.00090788698746074067 0.00047810880978610003 0.0011702837020743126 0.00028824423808677523 0.00027863448244212628 0.00027042982544922561 0.0010199013793877527 0.00082537552683114841 0.00085064857476310339 0.00090673171825623815 0.0010025911518738121 0.00041596213354699321 0.00088680829125848694 0.00057197817480075385 0.00084055097079744527 0.00022103343026367957 -1.854104711555794e-06 0.0011326457255360792
leaf_weight=931 78 27 34 51 45 39 41 77 21 32 58 187 20 22 32 25 31 92 375 29 51 181 423 38 21 55 20 23 27 35
leaf_count=931 78 27 34 51 45 39 41 77 21 32 58 187 20 22 32 25 31 92 375 29 51 181 423 38 21 55 20 23 27 35
internal_value=0 0.000517453 0.000990883 0.000643879 0.00100555 0.000331783 0.00101331 0.000671026 0.00101926 0.000858881 0.00104887 0.000973825 0.000926446 0.000682765 0.00101184 0.000511112 0.000268981 0.000337183 0.0010411 0.000998137 0.000944136 0.000954257 0.00102283 0.000540131 0.000570771 0.000658971 0.00101082 0.000168782 0.000100674 0.00101253
internal_weight=0 590 2531 351 2420 239 2375 111 2334 134 1413 921 410 42 511 217 200 119 1355 424 102 368 490 192 154 76 395 81 50 458
internal_count=3121 590 2531 351 2420 239 2375 111 2334 134 1413 921 410 42 511 217 200 119 1355 424 102 368 490 192 154 76 395 81 50 458
is_linear=0
shrinkage=0.00196078


Tree=7790
num_leaves=31
num_cat=0
split_feature=1 3 1 124 46 4 2 42 10 2 2 2 14 4 16 15 15 3 160 16 3 12 3 43 133 12 402 401 42 0
split_gain=0.614201 0.133959 0.0651015 0.0630304 0.0609312 0.0565147 0.047248 0.0469412 0.044385 0.0347589 0.0427788 0.0741563 0.0347013 0.0318393 0.0316801 0.0284322 0.0276293 0.0611483 0.069048 0.0770066 0.0481139 0.0408223 0.0313404 0.0291647 0.035011 0.0346939 0.0419912 0.0767678 0.039806 0.0304824
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 -0.076779999999999987 0.081930000000000017 0.41257000000000005 0.13404500000000005 -0.0060199999999999993 -0.062879999999999978 0.13712500000000002 -1.0000000180025095e-35 0.10381000000000001 0.062655000000000016 -0.029144999999999997 0.13751500000000003 0.090455000000000021 0.040760000000000005 -0.12018999999999998 -0.081969999999999987 0.0028900000000000006 -0.12711499999999995 0.095780000000000018 0.092670000000000016 0.0051600000000000005 -0.071719999999999992 0.083785000000000012 0.024785000000000005 0.11683 0.089165000000000008 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 7 9 -2 12 -1 -4 10 -3 -12 16 -13 -8 -14 17 18 -5 -20 -18 22 -19 24 -22 29 -27 28 -28 -26
right_child=1 2 8 6 -6 -7 14 -9 -10 -11 11 13 15 -15 -16 -17 20 21 19 -21 23 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0076776187404249928 0.0070033582489334003 0.0020127009233471618 -0.0031665057065852343 0.00076255592118416524 0.0091728468518704181 0.0035410381351539399 0.0022521530887051658 0.0031752288060695787 0.0020200136116881214 0.0015203781106323169 0.0087394978520215338 0.0074942934609550458 0.01127398653770797 0.0033334223736813796 0.0073642367052591659 0.0075851192723053532 0.012322066582739355 0.0080312531571545397 0.0029534346081264732 0.0090190780651755644 0.009717709460059152 0.0062905759665429495 0.0059128829695332744 0.0069017227419453202 0.013204251356761565 0.0079979502068912491 0.00049797307493953176 0.0099142010180422891 0.0060865702964365484 0.0081466183491731778
leaf_weight=39 179 79 21 28 20 64 27 57 77 71 38 21 48 148 22 37 25 751 36 50 124 216 77 233 22 508 26 26 25 26
leaf_count=39 179 79 21 28 20 64 27 57 77 71 38 21 48 148 22 37 25 751 36 50 124 216 77 233 22 508 26 26 25 26
internal_value=0 0.00418176 0.0032048 0.00751498 0.00380168 0.00609147 0.00761945 0.00500432 0.000908617 0.00350078 0.00399242 0.00474796 0.00768612 0.00385045 0.00454737 0.00966824 0.00760858 0.00727475 0.00507569 0.00647997 0.00798945 0.00751487 0.00783425 0.00788004 0.00818116 0.00788017 0.0076681 0.00549196 0.00323748 0.0104647
internal_weight=0 718 475 2403 377 243 2307 96 98 357 286 207 2258 169 49 85 2173 1158 114 86 1015 1044 828 990 757 633 585 77 51 48
internal_count=3121 718 475 2403 377 243 2307 96 98 357 286 207 2258 169 49 85 2173 1158 114 86 1015 1044 828 990 757 633 585 77 51 48
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=31
num_cat=0
split_feature=1 3 1 12 457 4 376 2 2 0 16 11 11 484 49 43 3 4 52 1210 14 159 16 403 1456 1429 133 43 0 160
split_gain=0.499285 0.075356 0.0665195 0.0604174 0.0705769 0.0599253 0.0628497 0.0662166 0.0413928 0.0635325 0.0515384 0.0483599 0.0387043 0.0370356 0.0367624 0.0362325 0.0426881 0.0444219 0.0339482 0.0324606 0.0293381 0.028653 0.0309285 0.0332044 0.0283151 0.0397161 0.107135 0.0509175 0.0391186 0.0379787
threshold=0.10920500000000001 0.31370500000000007 0.090540000000000023 -0.010834999999999999 0.049680000000000009 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.097070000000000004 -0.026509999999999995 0.11346000000000002 0.080455000000000013 0.084680000000000019 -0.020124999999999994 -0.050619999999999991 -1.0000000180025095e-35 0.149315 0.024790000000000003 0.048770000000000008 0.0028200000000000005 -0.47013499999999991 0.092820000000000014 -0.5224049999999999 -0.52336499999999997 0.056265000000000009 0.084770000000000012 0.085760000000000017 -0.081944999999999976 -0.086409999999999987 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 -4 13 6 7 -2 11 -10 -11 19 -13 -5 -6 -9 17 -17 -3 24 -7 22 -15 -24 25 -1 -27 -28 29 -26
right_child=1 18 3 4 14 20 -8 15 9 10 -12 12 -14 21 -16 16 -18 -19 -20 -21 -22 -23 23 -25 28 26 27 -29 -30 -31
leaf_value=0.006981762162445785 0.0070448412988546559 -0.00039440205676809833 0.0035304048330969335 0.00958076864003371 -0.00061406607739627366 0.0059643246360461819 0.00047875491858074637 0.0012158118989109661 0.0066222448250587611 0.00039995733750402 0.0056495994220798216 0.013554229019653231 0.0074828860782352943 0.0028377999318763615 0.0048192891493355015 0.010104074204255912 0.001948040895613617 0.0039428594186902048 0.0034756287699565292 0.009787180939645963 0.0020767108624039051 0.0026575742010027173 0.0030545136690224438 0.0070826836557718754 0.0097561417566612366 0.00054704163090458938 0.011360545244745234 0.0044764508127367927 0.0099010904035439079 0.0054219546006812206
leaf_weight=1232 121 68 105 39 20 22 29 39 374 32 45 21 21 21 33 22 29 25 34 43 165 20 22 293 30 35 22 21 76 62
leaf_count=1232 121 68 105 39 20 22 29 39 374 32 45 21 21 21 33 22 29 25 34 43 165 20 22 293 30 35 22 21 76 62
internal_value=0 0.00335073 0.00666092 0.00568945 0.00619548 0.00390476 0.004872 0.00541185 0.00692767 0.0060837 0.00346793 0.00717119 0.0105186 0.00665524 0.00276897 0.00369366 0.00496519 0.00682683 0.000895608 0.00707876 0.00253408 0.00633475 0.00655363 0.00680135 0.00699996 0.00684322 0.00465492 0.00799855 0.00822219 0.00683528
internal_weight=0 554 2567 553 448 452 265 236 2014 451 77 1563 42 395 53 115 76 47 102 1521 187 356 336 315 1478 1310 78 43 168 92
internal_count=3121 554 2567 553 448 452 265 236 2014 451 77 1563 42 395 53 115 76 47 102 1521 187 356 336 315 1478 1310 78 43 168 92
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=31
num_cat=0
split_feature=1 1 457 16 0 12 10 2 160 1 2 400 39 1447 13 51 15 1 52 16 1 4 1429 133 50 50 1429 1374 4 0
split_gain=0.404427 0.0906892 0.052434 0.0476297 0.0434593 0.0351162 0.0326528 0.0324712 0.0393848 0.0320388 0.0312668 0.0328473 0.0310645 0.0324522 0.0305466 0.0405505 0.0253288 0.0396084 0.0251782 0.0437802 0.077036 0.0385479 0.0353676 0.0785775 0.0263642 0.0371609 0.0267941 0.0280323 0.0246277 0.0245952
threshold=0.10337500000000001 0.12337000000000002 0.094310000000000019 0.40020000000000006 0.18019500000000002 0.092465000000000006 -1.0000000180025095e-35 -0.13033999999999998 -0.24213499999999996 0.16773500000000005 0.090175000000000019 -0.081749999999999975 -0.04725999999999999 -0.082869999999999985 -0.0062949999999999994 -0.031924999999999995 -0.44764999999999994 0.11282000000000002 0.4002400000000001 -0.061854999999999993 0.093400000000000025 -0.46376499999999993 0.084770000000000012 0.083950000000000011 0.10803500000000001 0.11375500000000001 0.083985000000000018 0.081125000000000017 -0.073104999999999989 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 6 -5 -1 -2 -9 14 18 -12 -13 -14 -3 -16 17 -10 21 -20 -21 -8 24 -24 26 -26 27 29 -27 -23
right_child=1 9 -4 5 -6 -7 10 8 16 -11 11 12 13 -15 15 -17 -18 -19 19 20 -22 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.0033384766991863529 0.0074295579124456987 0.0015642461040067765 0.00055303077473688655 0.010263053274580412 0.0023059748997911809 0.0055765603427469397 0.010071371002272974 0.0078955347206266149 -0.0020769873191602527 -0.0015494881845686747 0.0022323712168704681 0.0022091311038188312 0.0086112666853465324 0.005794724867461575 0.0073419488757887549 0.0025786564146567672 0.003876150789904042 0.0037076677372357967 0.0077941730136758302 -0.0016694890556945689 0.0064061299673523059 0.0080581497611829974 0.00046824834697569415 0.0073978647783709064 0.0024859666054706194 0.0046982721443502955 0.0098622784441061047 0.0033633521273732183 0.0093025799419376113 0.0065775985031942125
leaf_weight=41 26 177 34 21 30 67 31 21 20 23 26 23 43 841 24 70 206 29 29 21 27 127 30 36 36 26 27 25 21 963
leaf_count=41 26 177 34 21 30 67 31 21 20 23 26 23 43 841 24 70 206 29 29 21 27 127 30 36 36 26 27 25 21 963
internal_value=0 0.00338349 0.00431934 0.00464769 0.00608825 0.00669493 0.00613606 0.00405114 0.00373288 0.00203383 0.00618525 0.00573687 0.00583733 0.00593173 0.00233795 0.00379482 0.00339008 0.00134658 0.00648428 0.00472646 0.00287305 0.00658666 0.00650298 0.00424804 0.00662447 0.00490366 0.00674954 0.00667417 0.00675552 0.0067501
internal_weight=0 718 424 390 2403 88 2373 302 276 294 2332 933 907 884 271 94 255 49 1399 77 48 1322 1291 66 1225 83 1142 1115 47 1090
internal_count=3121 718 424 390 2403 88 2373 302 276 294 2332 933 907 884 271 94 255 49 1399 77 48 1322 1291 66 1225 83 1142 1115 47 1090
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=31
num_cat=0
split_feature=1 155 3 47 48 50 0 0 403 4 0 14 157 12 45 48 0 43 12 2 12 4 16 159 16 13 13 43 1373 1373
split_gain=0.32955 0.085372 0.0572975 0.0427026 0.0677009 0.0580106 0.0397446 0.0384874 0.0378813 0.0360268 0.0316592 0.0340259 0.0390791 0.0439476 0.0302179 0.0312084 0.0493 0.0439394 0.028712 0.0364376 0.0286634 0.0270779 0.0504557 0.0467457 0.119489 0.045972 0.0407973 0.035244 0.0288399 0.0318798
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 0.078345000000000012 -0.081134999999999999 0.10616500000000001 0.22582000000000002 -0.043914999999999989 -0.0059799999999999992 -0.0070899999999999991 -0.23091999999999999 -0.46413499999999996 -0.06457499999999998 0.11903500000000002 0.081955000000000014 0.093265000000000015 -0.030209999999999997 -0.53814999999999991 -0.42850999999999995 0.15950500000000004 0.10589000000000003 -0.49013999999999996 0.013515000000000001 0.04105000000000001 0.083160000000000026 -0.16152999999999998 -0.08645499999999999 -0.0019149999999999998 0.086880000000000013 0.075690000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 8 14 9 -6 -5 -10 -12 -13 20 15 17 -17 -1 -4 -20 -14 -19 25 26 -25 -23 -24 -28 29 -27
right_child=1 -3 18 7 5 -7 -8 -9 10 -11 11 12 13 -15 -16 16 -18 21 19 -21 -22 22 23 24 -26 28 27 -29 -30 -31
leaf_value=0.0096273788483813415 0.0076845193877816201 0.0065680817233938309 0.002954597023448774 0.0077828981959909369 -0.0021635348930777536 0.0063373811169047702 0.0010701901908032596 0.00034696851216722282 0.0057144300919693101 0.0041828352306228986 0.0052178936560863054 -0.0018575858890785481 0.0019268639912357159 0.0057555905160760245 0.0092357109872285622 0.0048490901203070468 -0.00030618101535808475 0.0073487686890563592 0.0010304339329235044 -0.0039176719366382298 -0.0017882062122225762 0.0010707696686343602 0.0080695475282583275 -0.0036143296514637769 0.0054949361223003111 0.0057781146741668326 0.0049386534323982469 0.0014243488930250434 0.0023378837659644588 0.0096107171933082023
leaf_weight=27 25 66 35 36 21 33 20 20 24 122 29 29 214 28 22 159 21 82 46 22 23 21 36 24 36 1610 211 33 24 22
leaf_count=27 25 66 35 36 21 33 20 20 24 122 29 29 214 28 22 159 21 82 46 22 23 21 36 24 36 1610 211 33 24 22
internal_value=0 0.0031285 0.00280741 0.00317916 0.00263564 0.00232088 0.005509 0.00447994 0.0019607 0.0050031 0.00221029 0.00194992 0.00162757 0.00200897 0.00554714 0.00551195 0.00424764 0.00561899 0.000627399 -0.000570424 0.00156633 0.00556743 0.00549501 0.00438423 0.00185123 0.00572021 0.00492701 0.00446336 0.00577917 0.00582978
internal_weight=0 773 707 604 426 401 2348 178 368 158 347 323 294 265 2328 2306 180 2126 103 68 237 2099 2017 340 60 1677 280 244 1656 1632
internal_count=3121 773 707 604 426 401 2348 178 368 158 347 323 294 265 2328 2306 180 2126 103 68 237 2099 2017 340 60 1677 280 244 1656 1632
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 3 3 4 2 16 1 2 52 2 1 4 0 47 43 16 484 2 52 4 3 14 49
split_gain=25.2208 3.677 2.42859 2.10346 1.33981 1.31658 0.904285 0.716962 0.678002 0.754925 0.589951 0.548338 0.478427 0.456759 0.511059 0.417774 0.273715 0.261476 0.239654 0.233259 0.205203 0.204908 0.185582 0.202759 0.183771 0.174764 0.173829 0.157389 0.139547 0.131666
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.080389999999999989 0.088725000000000012 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 0.10299500000000002 0.40473500000000007 0.14960000000000004 -0.52595999999999987 0.086920000000000011 0.089885000000000007 0.048770000000000008 -0.0091949999999999983 0.13075500000000004 -0.013125 0.14486500000000005 0.090100000000000013 -0.080554999999999974 -0.43320999999999993 0.10948000000000001 0.088850000000000012 0.40674500000000008 -0.04890499999999999 -0.14847999999999997 -0.46166999999999997 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 6 20 7 -1 13 9 17 -6 12 -7 24 16 -10 -15 -4 19 27 28 -8 -20 29 25 -5 -2 -14 -3 -24
right_child=1 2 8 5 10 11 21 -9 15 -11 -12 -13 18 14 -16 -17 -18 -19 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092567140044013719 0.0010440789751420276 0.00062470048901991609 0.00050762090921092125 0.0010363701256040228 0.0008852901218576808 0.00061994197906232345 0.00061650881067182046 0.0011972253648854857 0.00011609616804277535 0.00064617397830168846 0.00055733923477674623 0.00061932502554653732 0.0010692964938136364 0.00078477076765546042 0.00063516266662262233 0.00039352012807320727 0.00097091944237252543 0.00030332453671685396 0.0010034964380495565 0.00080075410706009352 0.00065863078578518605 0.00037442412537833054 0.00068900805178866219 0.0010429686074163399 0.0009810566385833404 0.00085520687140002642 0.00085401250119555481 0.00095317673670980809 0.00047014708641531368 0.00085331881914486071
leaf_weight=37 37 26 31 815 71 21 41 71 60 43 30 26 57 33 20 32 381 108 38 32 33 20 21 20 408 21 37 211 165 175
leaf_count=37 37 26 31 815 71 21 41 71 60 43 30 26 57 33 20 32 381 108 38 32 33 20 21 20 408 21 37 211 165 175
internal_value=0 0.000536695 0.000485753 0.000965286 0.000600391 0.000977023 0.000683828 0.00100423 0.000349778 0.000419125 0.000787879 0.00089785 0.000910444 0.000996063 0.000941293 0.000212591 0.000956082 0.000348887 0.000921456 0.000958981 0.000515854 0.000537137 0.000877135 0.000854904 0.00101517 0.00103182 0.000949046 0.000977874 0.000491186 0.000835714
internal_weight=0 673 599 2448 325 2350 98 1749 274 182 101 601 575 1678 434 92 414 139 554 300 224 61 254 216 1244 836 74 268 191 196
internal_count=3121 673 599 2448 325 2350 98 1749 274 182 101 601 575 1678 434 92 414 139 554 300 224 61 254 216 1244 836 74 268 191 196
is_linear=0
shrinkage=0.00196078


Tree=7795
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 1 4 14 2 1 2 2 475 2 150 4 2 4 3 2 52 4 43 12 16 1 4 50
split_gain=15.4122 1.76535 1.68596 1.34396 1.02664 0.622695 0.488485 0.479147 0.424632 0.403624 0.375814 0.333508 0.274991 0.264913 0.259127 0.229295 0.204048 0.198295 0.196888 0.160025 0.163608 0.127505 0.122573 0.119092 0.10525 0.105939 0.104452 0.110476 0.103991 0.0941139
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.13082500000000002 0.40124500000000002 0.077845000000000011 0.36766000000000004 0.076175000000000007 0.14960000000000004 0.089625000000000024 0.090050000000000005 -0.0091949999999999983 -0.066784999999999983 0.13913500000000004 0.081835000000000019 0.49041500000000005 0.14122000000000004 -0.082249999999999976 0.090900000000000009 0.087625000000000022 0.048770000000000008 -0.03898999999999999 -0.079914999999999986 -0.091274999999999981 0.052820000000000013 0.11392000000000001 -0.49405499999999997 0.091445000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 15 23 -4 10 11 14 19 13 -13 -6 17 28 -3 26 29 21 -21 -17 -5 25 -9 27 -2 -16 -1
right_child=1 5 7 6 8 -7 -8 24 -10 -11 -12 12 -14 -15 16 22 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080942354015199277 0.00043981205282631866 0.00042779629512661312 0.00073259451168299723 0.00080818367355010086 0.00081341955599339511 0.00049184249758967632 0.00042671593654827744 0.0005609659670419943 0.00046928541449080149 0.0009211398230763927 0.00046646127605116835 0.00054844197483710307 0.00052439806432228635 0.0007515345720873895 0.00080738606368492549 0.00011609082344017916 0.0004953464306890965 0.00023294881013211687 0.00022465711919700398 0.00080117651220147602 0.00061894774226770976 0.00075651630097976546 0.0002743654289081985 0.00066114044474328262 0.00031970272823477597 0.00039751706415154677 0.00052032988258906188 0.00033796181203970827 0.00068872703870576665 0.00092673634677207096
leaf_weight=431 85 28 28 30 76 39 32 30 34 74 26 27 26 289 31 76 20 71 25 445 26 549 25 72 22 31 28 79 338 28
leaf_count=431 85 28 28 30 76 39 32 30 34 74 26 27 26 289 31 76 20 71 25 445 26 549 25 72 22 31 28 79 338 28
internal_value=0 0.000395174 0.000747089 0.000483679 0.000757927 0.000265195 0.000638079 0.000510794 0.000681199 0.000779184 0.000695873 0.000773415 0.000718233 0.000734182 0.0007087 0.000220999 0.000688241 0.000288057 0.000388335 0.000786176 0.000772494 0.00077651 0.000155268 0.000704388 0.000435969 0.000477902 0.000409647 0.00039075 0.000698696 0.00081658
internal_weight=0 590 2531 351 2420 239 134 111 525 1895 491 1821 342 316 465 200 389 99 217 1479 1020 994 101 102 83 61 192 164 369 459
internal_count=3121 590 2531 351 2420 239 134 111 525 1895 491 1821 342 316 465 200 389 99 217 1479 1020 994 101 102 83 61 192 164 369 459
is_linear=0
shrinkage=0.00196078


Tree=7796
num_leaves=31
num_cat=0
split_feature=1 3 1 457 130 12 52 0 14 2 12 12 43 12 4 43 16 14 1 43 2 4 160 51 2 1 2 52 16 475
split_gain=0.426888 0.0662897 0.0620976 0.0639398 0.0554382 0.0450083 0.0443888 0.0491582 0.0402594 0.037082 0.0361779 0.0996143 0.0415374 0.0349002 0.0330487 0.0327151 0.0278907 0.0384801 0.0357137 0.0378738 0.0329489 0.0302395 0.0411673 0.026228 0.0259301 0.0474227 0.045545 0.033075 0.0704261 0.0362799
threshold=0.10920500000000001 -0.034684999999999994 0.095950000000000021 0.080930000000000016 -0.072444999999999982 -1.0000000180025095e-35 -0.23798499999999997 0.034820000000000011 0.062655000000000016 0.15109000000000003 0.10673000000000001 0.11472500000000001 -0.0071849999999999995 1.0000000180025095e-35 0.10637500000000001 -0.080554999999999974 -0.034884999999999992 -0.22253999999999999 0.14262000000000002 -0.010344999999999998 0.11215000000000001 -0.021294999999999998 -0.013084999999999998 -0.17684999999999998 0.090050000000000005 0.089770000000000016 0.097845000000000015 0.4002400000000001 -0.046599999999999996 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 -2 15 -3 13 9 24 12 -12 -6 16 23 -4 17 -8 19 -19 -21 -18 -23 -7 27 -26 -27 29 -29 -1
right_child=1 6 3 -5 10 14 7 -9 -10 -11 11 -13 -14 -15 -16 -17 21 18 -20 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0037539225979708137 0.00078638410319179083 0.0068528306577354675 0.0049307530685993176 0.0021365641688603459 0.0050408294494135898 0.010232409043237568 0.006675273246530976 -0.00245783707258575 0.008523417438430313 0.0021100927232986406 -0.0024648625723784792 0.0067754682972528306 0.0091373443870586078 -0.0015001806885596705 0.0037333758417950123 -6.1820562751520257e-05 0.0042879352695308626 0.001416802892804538 -3.3224194837538036e-05 0.0080792111090638424 0.0035931198479374872 0.0018537047675208135 -0.0038639584901079618 0.006394044706493008 0.0060800249266193323 -0.00010259948036400603 0.0062997798994183542 0.0073447859328654086 -0.00048444096930325034 0.0068157582155364263
leaf_weight=40 33 20 35 66 91 20 28 23 84 21 20 28 34 22 43 21 20 57 38 22 64 34 20 162 793 25 20 27 20 1190
leaf_count=40 33 20 35 66 91 20 28 23 84 21 20 28 34 22 43 21 20 57 38 22 64 34 20 162 793 25 20 27 20 1190
internal_value=0 0.00312073 0.00618154 0.00493749 0.00454248 0.00559536 0.00227912 0.00200023 0.00637599 0.00629154 0.00525897 0.00292533 0.00615508 0.00233642 0.00622675 0.00305854 0.00263467 0.00322538 0.0026917 0.0034158 0.00474072 0.000966291 -0.000263948 0.00681584 0.00633306 0.00590082 0.0027429 0.0066167 0.0040132 0.00671619
internal_weight=0 554 2567 347 206 281 348 328 2220 2136 173 48 125 305 225 56 283 209 181 143 86 74 54 182 2115 838 45 1277 47 1230
internal_count=3121 554 2567 347 206 281 348 328 2220 2136 173 48 125 305 225 56 283 209 181 143 86 74 54 182 2115 838 45 1277 47 1230
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=31
num_cat=0
split_feature=1 4 1 457 2 150 12 2 4 14 149 43 4 3 124 0 0 4 51 13 147 160 4 483 484 1444 16 1455 1374 50
split_gain=0.345779 0.0591858 0.0502991 0.0517912 0.0381621 0.0376072 0.0364567 0.033621 0.0574909 0.0351873 0.0316815 0.0301372 0.034235 0.0428317 0.0294573 0.0273654 0.0306529 0.0271926 0.0271132 0.0280652 0.0259494 0.0234163 0.042204 0.0402476 0.0368593 0.0306448 0.0242078 0.0326035 0.0299908 0.0311613
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 0.080930000000000016 0.25063000000000007 0.084680000000000019 -1.0000000180025095e-35 0.11362000000000001 -0.064804999999999988 0.062655000000000016 0.07770500000000001 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 -0.087019999999999986 -0.14051499999999997 -0.026509999999999995 0.053180000000000012 0.11548000000000001 -0.0021749999999999994 0.089365000000000014 0.10455000000000002 -0.00059999999999999995 -0.21450499999999997 -0.13719999999999996 -1.0000000180025095e-35 -0.072359999999999994 -0.23681499999999997 0.086000000000000007 -0.13200999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 6 10 15 14 9 -9 11 -3 -1 13 -13 -4 -2 -17 -8 20 -20 21 24 23 -23 -14 -26 -27 -28 29 -29
right_child=1 4 3 -5 -6 -7 17 8 -10 -11 -12 12 18 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0020829668416726321 0.0011718272924467568 0.0017836055676168133 0.005829762916546315 0.0019229077510041833 -0.0020420491450446813 0.0020352929001801827 0.0062670048941491224 -0.00052531686517232588 0.0050779839633871204 0.0078653009916958682 0.00575653517047282 0.011976026013726368 0.0093743155800527136 0.0055098149792424276 0.0010431960289780464 0.0056367520475760109 0.0022939673527349338 0.0037810152009478772 0.0053043549338407407 0.0011255028625018896 0.0030381439423019241 0.0082674786599133826 0.0013914264709455892 0.0035877968015847733 0.0087802501430916096 0.006184769299326565 0.008535307762213052 0.0089305255828159204 0.0083678392569224037 0.005018158281275744
leaf_weight=22 21 229 20 66 24 82 165 21 143 83 22 20 31 21 36 142 34 60 45 25 33 34 32 40 36 885 32 21 30 666
leaf_count=22 21 229 20 66 24 82 165 21 143 83 22 20 31 21 36 142 34 60 45 25 33 34 32 40 36 885 32 21 30 666
internal_value=0 0.00280866 0.00556338 0.00444374 0.00176756 0.00383482 0.00503583 0.00573839 0.00436049 0.0058483 0.00213183 0.00576345 0.00580495 0.00866406 0.00275268 0.00458387 0.00499099 0.00560407 0.00574358 0.00381191 0.00581707 0.00586782 0.00442577 0.00573792 0.00595768 0.00589426 0.00583067 0.00541228 0.0052729 0.00513775
internal_weight=0 554 2567 347 275 279 281 2220 164 2056 251 1973 1951 41 56 197 176 225 1910 70 1840 1807 106 74 1701 1670 1634 749 717 687
internal_count=3121 554 2567 347 275 279 281 2220 164 2056 251 1973 1951 41 56 197 176 225 1910 70 1840 1807 106 74 1701 1670 1634 749 717 687
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=31
num_cat=0
split_feature=1 12 43 1375 3 3 3 3 12 34 2 475 40 39 13 9 4 3 147 16 13 15 41 49 12 0 0 150 49 158
split_gain=0.288479 0.0797739 0.0480064 0.0609101 0.0515582 0.0429103 0.0496087 0.0353038 0.0343318 0.0319692 0.0389419 0.0291071 0.0304012 0.0357868 0.0345072 0.028485 0.0327704 0.0279439 0.0276918 0.0266702 0.0261036 0.025433 0.0266137 0.0416045 0.0252381 0.0242998 0.029145 0.0319411 0.0245908 0.0237808
threshold=0.11866500000000001 0.078300000000000008 -0.073404999999999984 -0.096099999999999977 -0.0025099999999999996 0.12178000000000001 -0.14847999999999997 0.30112000000000005 -0.42850999999999995 -0.038779999999999995 0.13247500000000004 -0.0056899999999999997 -0.08440499999999998 0.094095000000000026 -0.0093149999999999986 0.081890000000000004 0.40124500000000002 0.12745000000000004 0.091170000000000015 -0.16075999999999999 0.016935000000000002 0.13592500000000005 0.085095000000000018 -0.14811499999999997 -0.081419999999999979 -0.14920999999999998 -0.14001499999999997 -0.091259999999999994 0.12011500000000001 0.13374000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 11 6 -5 9 -9 -2 -11 -1 14 20 -13 16 21 24 19 -8 -14 22 23 -3 -12 -25 -27 -28 29 -29
right_child=7 15 3 5 -6 -7 18 8 -10 10 17 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.00043692264822311707 -0.0004159963425164196 0.0095090795824628177 -0.00026733999885618685 0.0012120762063811223 -0.0021024372251260848 0.002316666582779011 0.0079912151673474825 0.0028075974410646325 -0.0011353787332255808 0.004208939880481921 0.0033206052496097985 0.0042885861964896323 0.0044577573312827466 0.0010740573498961485 -0.00091476670864862038 0.0082992737566859563 0.0016822263348364721 0.0042780216022427859 0.0022960476323284885 0.0054733849375956135 0.0084696740256217512 0.0028087712813761427 0.002175898171429123 0.007672478058666457 -0.00055530653293577156 0.0019795863593961775 0.0092046967614442116 0.0052215088202303191 0.0033999291467291582 0.008688284195959569
leaf_weight=20 33 23 25 27 21 57 53 34 63 114 24 25 55 22 26 29 27 28 22 204 23 44 28 40 56 28 20 1856 74 20
leaf_count=20 33 23 25 27 21 57 53 34 63 114 24 25 55 22 26 29 27 28 22 204 23 44 28 40 56 28 20 1856 74 20
internal_value=0 0.00490974 0.003867 0.00450699 0.0025737 0.0048358 0.00530505 0.00187046 0.000246695 0.00248813 0.00291982 0.00314796 0.00362278 0.00463608 0.0016359 0.00518603 0.00514423 0.00155909 0.00570114 0.00599263 0.00564076 0.00518806 0.00523817 0.00527977 0.000607467 0.00523204 0.00518318 0.00522872 0.00518794 0.00525847
internal_weight=0 2769 580 388 192 363 306 352 97 255 222 171 151 100 51 2189 2160 108 279 257 78 2133 2089 2061 80 2038 1998 1970 1950 1876
internal_count=3121 2769 580 388 192 363 306 352 97 255 222 171 151 100 51 2189 2160 108 279 257 78 2133 2089 2061 80 2038 1998 1970 1950 1876
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 4 2 2 1 1 2 150 2 47 2 1 4 0 13 50 4 1447 12 3 49 12
split_gain=15.4117 2.4075 1.51432 1.31537 0.907823 0.735517 0.448065 0.395844 0.392109 0.391979 0.371968 0.341313 0.271459 0.223712 0.316528 0.158164 0.141556 0.141177 0.137508 0.130055 0.0996396 0.0942835 0.0939319 0.0919849 0.0888631 0.0882196 0.0813799 0.0703795 0.0675003 0.0658972
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.36766000000000004 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.14285500000000004 0.15471500000000002 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.088850000000000012 0.090100000000000013 -0.0091949999999999983 0.076935000000000017 -0.036839999999999991 -0.030209999999999997 -1.0000000180025095e-35 0.086295000000000011 0.015030000000000002 -0.082869999999999985 -1.0000000180025095e-35 -0.12711499999999995 -0.054319999999999993 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 6 13 10 -5 -6 26 15 22 16 18 19 27 -3 -15 21 -2 24 -9 -12 29 -18 -4 -1 -10 -7
right_child=1 2 7 8 9 11 -8 12 28 -11 23 -13 -14 14 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079551911189812603 0.00088289392929451129 0.00045864192770652339 0.00044917857719323001 0.00078035644765818673 0.00078242232797225521 0.00090911527031414243 0.001008620534872615 0.00030475186215353614 0.00058026951530187952 0.0005151017842923894 0.00022184373787068344 0.00059913782718464502 0.00013861978901367561 0.00067945177470733233 0.00058630950032762755 0.00065315224607688147 0.00093159366045670342 0.00059752925229936713 0.00083729726152689961 0.00086554567482821068 0.00072919491410645 0.00067720137877401963 0.00042915979363754682 0.00040366450762924027 0.00075567502807976836 0.0008322934987211462 0.00059832388103427808 0.00088274795977546637 0.00045175995215091831 0.00080529091918604202
leaf_weight=37 50 191 22 34 71 29 76 105 33 30 23 39 35 23 23 30 37 33 274 92 24 30 30 20 133 489 39 915 30 124
leaf_count=37 50 191 22 34 71 29 76 105 33 30 23 39 35 23 23 30 37 33 274 92 24 30 30 20 133 489 39 915 30 124
internal_value=0 0.000499387 0.000458167 0.000834421 0.00054869 0.000843653 0.000861151 0.000350794 0.000610658 0.00070302 0.000446079 0.000774911 0.000292503 0.000854917 0.000807912 0.000790562 0.000865094 0.000479103 0.000825074 0.000800665 0.000833046 0.000781776 0.000332398 0.000306412 0.000792745 0.000839278 0.000544534 0.000879358 0.000519074 0.00082497
internal_weight=0 673 599 2448 325 2351 1874 274 97 101 104 477 170 1798 320 438 1478 224 297 408 74 316 135 43 286 526 61 952 63 153
internal_count=3121 673 599 2448 325 2351 1874 274 97 101 104 477 170 1798 320 438 1478 224 297 408 74 316 135 43 286 526 61 952 63 153
is_linear=0
shrinkage=0.00196078


Tree=7800
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 151 1 147 3 13 148 2 34 2 12 1446 4 4 42 16 3 51 129 399 13 160 4 2 2 1 1210
split_gain=0.289764 0.0810788 0.0482765 0.050232 0.0414025 0.0338507 0.0396994 0.0334021 0.0352733 0.0328269 0.03039 0.0280288 0.0406018 0.0279941 0.0385262 0.0329691 0.0277317 0.0268252 0.0276755 0.0479687 0.0384044 0.0349493 0.0304382 0.0256305 0.0378283 0.0247668 0.0246493 0.0245999 0.0577082 0.0332213
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.09759000000000001 0.092845000000000025 0.093875000000000014 0.31299000000000005 -0.47860499999999995 -0.079019999999999993 0.079055000000000014 -0.010024999999999997 0.116525 0.092550000000000007 0.10573500000000001 -0.51253999999999988 -0.04890499999999999 -0.14148999999999998 -0.066924999999999985 -0.11255999999999998 -0.047599999999999996 0.096925000000000011 0.088080000000000006 -1.0000000180025095e-35 -0.080409999999999995 0.066685000000000008 0.093175000000000022 0.088930000000000023 0.083345000000000016 -0.15347999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 9 11 -9 -7 -5 -2 -13 15 17 -3 -14 -15 22 20 -20 -21 -19 -11 -25 -18 -12 29 -29 -17
right_child=7 13 -4 4 -6 6 -8 8 -10 23 26 12 16 14 -16 27 25 18 19 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0080514626344665892 0.00015248727780999618 0.0095440180484382894 -0.00020341809364393928 0.0019007060461892532 -0.00049203242640942339 -0.00045148040905284388 0.0071702513718964137 0.001919865190159596 -0.0021269712603784034 0.0025345785115581231 0.0067287125967565795 0.0048286569659831005 0.0053606614958317507 0.0076559652276854545 0.00083727559034267205 0.0097388084977865219 -0.0017908372520469128 0.0052619943353225986 0.0046689200954025852 0.0040544073771148909 0.0091395434359032093 -0.00025531271181534977 0.0088245842677469443 0.0084104618119800727 0.0036477272512310728 0.0020640364818973467 0.0044316797030660385 0.0052572324217043005 0.0009783894494674835 0.0057191965982627425
leaf_weight=32 40 21 26 26 20 24 26 56 35 137 91 80 21 36 23 21 20 309 46 318 33 20 26 21 81 100 96 317 35 984
leaf_count=32 40 21 26 26 20 24 26 56 35 137 91 80 21 36 23 21 20 309 46 318 33 20 26 21 81 100 96 317 35 984
internal_value=0 0.00505918 0.00400794 0.00420558 0.00396982 0.00414758 0.00344261 0.00201313 0.00036339 0.0030741 0.0051041 0.00258833 0.0030292 0.00533771 0.00487156 0.00561206 0.00200823 0.00498932 0.00486166 0.00431791 0.0065364 0.00379939 0.00553849 0.00342813 0.00462829 0.00142156 0.00554949 0.00555121 0.00483178 0.00580319
internal_weight=0 2769 580 554 522 502 289 352 91 263 213 261 221 2189 811 1378 141 788 752 417 79 338 335 239 102 120 187 1357 352 1005
internal_count=3121 2769 580 554 522 502 289 352 91 263 213 261 221 2189 811 1378 141 788 752 417 79 338 335 239 102 120 187 1357 352 1005
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 106 14 2 150 4 1 2 2 42 16 0 1447 13 40 159 2 14 13 11 1212 130 1212 13 16 130
split_gain=0.239202 0.081659 0.0659178 0.0492026 0.0429978 0.0429626 0.0415946 0.032644 0.0301328 0.029659 0.0436021 0.0528887 0.0464429 0.0429911 0.0374655 0.0353131 0.035958 0.0341443 0.0319732 0.0304859 0.0275145 0.0258237 0.0312153 0.0357474 0.0237272 0.0402898 0.0217253 0.0278777 0.0212942 0.0212464
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10620500000000001 0.085655000000000009 -0.23960999999999996 0.16394500000000004 0.12083000000000001 -0.082249999999999976 0.091535000000000019 0.09358000000000001 -0.080614999999999978 0.11457500000000002 -0.0092699999999999987 -0.086934999999999985 -0.085804999999999979 -0.082574999999999982 -0.0061149999999999998 -0.085179999999999992 0.11093500000000002 -0.47013499999999991 0.05868000000000001 0.084110000000000004 0.089995000000000019 -1.0000000180025095e-35 0.087490000000000012 -0.086254999999999984 -0.069144999999999984 0.09721500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 -1 8 21 15 -11 12 -12 18 20 17 -17 -8 -14 -18 -13 -2 23 -23 26 -26 27 -21 -15 -29
right_child=3 -3 -4 4 -6 -7 9 -9 -10 10 11 14 13 28 -16 16 19 -19 -20 24 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0091883788517277167 0.0039992777851875867 -0.00036940617543278318 0.0014386834604443895 0.0049607742597869179 0.00061570887919515371 0.0010110102796334691 0.0094951517003424024 -0.0018405334216602628 0.0052254335999134044 0.0047815818145676659 1.9651443290058525e-05 0.0016313518766094747 0.0086356938624268641 -0.00029151923299650665 -0.00048505949218653971 0.00087931742226438872 0.0085809901705943045 0.0057919292182471325 0.0047368330467393912 0.0020150691286885537 0.0059562844107858837 0.00074923638859291796 -0.0024518862208351491 0.0049097787239588799 0.0060011538331983267 0.00085980093372719623 0.0079340913367492178 0.0053885719677203518 0.0039665221914891961 0.0021237100674105541
leaf_weight=21 30 33 63 79 32 31 34 31 21 1433 24 38 23 24 45 21 24 93 246 29 24 148 25 24 27 35 27 392 23 21
leaf_count=21 30 33 63 79 32 31 34 31 21 1433 24 38 23 24 45 21 24 93 246 29 24 148 25 24 27 35 27 392 23 21
internal_value=0 0.0045749 0.00463537 0.0019274 0.00370814 0.0047118 0.00475586 0.00121893 0.00160136 0.00471982 0.00451261 0.00365034 0.00426055 0.00458264 0.00171135 0.00527396 0.00494116 0.00678334 0.00507019 0.00509485 0.00330552 0.00126609 0.000849871 0.00132978 0.00493729 0.00309878 0.00518033 0.00501212 0.0017922 0.00522256
internal_weight=0 2731 2698 390 111 2635 2604 279 248 2583 1880 447 340 316 107 703 576 127 269 555 62 227 197 172 531 62 469 442 47 413
internal_count=3121 2731 2698 390 111 2635 2604 279 248 2583 1880 447 340 316 107 703 576 127 269 555 62 227 197 172 531 62 469 442 47 413
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=31
num_cat=0
split_feature=4 2 123 52 159 15 48 11 156 0 3 3 11 2 42 4 13 0 52 150 4 49 3 475 43 3 12 43 131 42
split_gain=0.193754 0.0661438 0.0573262 0.0398541 0.0348283 0.0341597 0.0462269 0.0406547 0.0403823 0.0431332 0.038853 0.0645906 0.0324224 0.0264417 0.0261129 0.0296165 0.0326984 0.0254194 0.0290169 0.0245261 0.024145 0.0235711 0.0234753 0.0234583 0.0233823 0.0288307 0.0256006 0.021771 0.0442524 0.0269861
threshold=0.26450500000000005 0.17025000000000004 0.11021500000000002 0.039215000000000007 0.10620500000000001 -0.11713499999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.085050000000000014 0.041630000000000007 0.10542000000000001 0.12745000000000004 0.10334500000000001 0.16394500000000004 -0.087819999999999981 -0.37944499999999992 -0.023499999999999997 -0.14649999999999996 -0.07167999999999998 0.12068000000000002 -0.49405499999999997 0.09567500000000001 -0.070099999999999982 -0.11173999999999999 -0.05647499999999999 -0.0025099999999999996 -0.064509999999999984 0.0068900000000000012 0.023795 0.097020000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 7 10 21 9 14 12 -12 20 19 -8 -16 -17 18 -18 24 23 22 -1 -7 25 -2 -26 -22 29 -29
right_child=3 -3 -4 4 -6 6 8 -9 -10 -11 11 -13 -14 -15 15 16 17 -19 -20 -21 27 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0049076771132576351 0.0010115447599673645 -0.00033246551809663124 -0.00041285971791593418 0.0044646968222901082 0.00055413801060240082 0.0029349797743461318 0.0061397681831968608 0.0097968005063012245 0.0069652200073469436 -0.00063464770386362397 -0.0026772962838766123 0.0041714308992959566 0.00036774611799046398 -0.0016564800764524168 0.0060338152779473202 0.0035530829796151554 0.0042273952596588059 -0.0004368323724056423 -0.00023020921963388507 0.0046285810467617755 0.0044884818936106628 0.0035267630637463299 0.0082163927741930824 0.0066855443342600344 0.0044777753189070308 -0.0031540042293878891 0.0012062194778868077 0.0025655334175852672 0.0079403448109091682 0.0044655902430960973
leaf_weight=65 54 33 27 79 32 21 27 20 25 33 21 40 20 31 27 143 40 49 23 22 1603 64 32 81 30 24 118 193 22 122
leaf_count=65 54 33 27 79 32 21 27 20 25 33 21 40 20 31 27 143 40 49 23 22 1603 64 32 81 30 24 118 193 22 122
internal_value=0 0.00411741 0.00417184 0.00173466 0.00333733 0.00421818 0.00412176 0.0055446 0.00308545 0.00280184 0.00430091 0.00181367 0.00437449 0.00109703 0.00316885 0.0028844 0.00255093 0.00127139 0.00260002 0.00144122 0.00441373 0.00501638 0.00599921 0.00591337 0.00113095 -0.000270163 0.00186937 0.00433488 0.00360427 0.00330143
internal_weight=0 2731 2698 390 111 2671 2490 181 367 342 2123 61 2062 279 309 282 255 112 63 248 2042 161 97 102 226 78 148 1940 337 315
internal_count=3121 2731 2698 390 111 2671 2490 181 367 342 2123 61 2062 279 309 282 255 112 63 248 2042 161 97 102 226 78 148 1940 337 315
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 4 16 3 49 9 48 2 4 16 14 2 13 16 4 15 12 40 4 15 133 1208 12 403 401
split_gain=0.160147 0.0463792 0.0369468 0.0387776 0.0362848 0.0354078 0.0327263 0.0377006 0.0319821 0.0315899 0.028804 0.0254782 0.0244409 0.0242153 0.052997 0.0304385 0.031831 0.0232582 0.0215185 0.0212219 0.0206277 0.0204467 0.028616 0.0204246 0.0207183 0.0200542 0.0271956 0.02676 0.0263412 0.0371594
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 1.0000000180025095e-35 -0.36241499999999999 0.12178000000000001 -0.026779999999999995 0.099965000000000012 -0.024949999999999996 -0.080614999999999978 0.50822500000000004 -0.11118499999999999 -0.22253999999999999 0.116525 -0.085804999999999979 -0.16075999999999999 -0.059649999999999988 -0.026084999999999994 -0.092484999999999984 -0.083564999999999987 0.40124500000000002 0.15110000000000004 0.11524500000000001 1.0000000180025095e-35 0.086655000000000024 -0.072624999999999981 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 21 -8 11 -10 13 -7 -3 15 17 -2 -17 -15 -13 -18 -21 -5 -23 24 25 26 -14 -27 29 -29
right_child=10 12 -4 4 -6 8 7 -9 9 -11 -12 18 23 14 -16 16 19 -19 -20 20 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00094901054247241955 0.005948789062954131 0.0067384184349793949 -0.00078617543174634469 0.00037798428545809455 0.0068881708680867005 0.0017646823850660694 0.0028153099853079769 -0.0029596831174925546 0.0045982419332722202 -0.00035856622238902174 -0.00138391310024555 0.0061683909075024232 0.0040218686081199048 0.0039846261601162369 -0.0025690043055628603 0.0035827612230966465 0.0032304845860926436 0.00031232070344101105 0.0039199521950396407 0.001027402894472818 -0.0025017585584216498 0.0017975159527157389 0.005639678023160539 0.0010226720403879882 0.0011953797607150462 0.00032084191314362244 0.0074111414491198962 0.007737933622673155 0.0021058658996170902 0.0036329480919322088
leaf_weight=23 21 30 26 27 26 43 20 26 20 36 33 54 1747 34 37 73 30 35 201 67 22 42 36 25 28 29 24 25 94 187
leaf_count=23 21 30 26 27 26 43 20 26 20 36 33 54 1747 34 37 73 30 35 201 67 22 42 36 25 28 29 24 25 94 187
internal_value=0 0.00369309 0.00289802 0.00307092 0.00324504 0.00305748 0.00177539 -0.000448817 0.00360435 0.00141172 0.00142859 0.00401639 0.00390376 0.00171954 0.000484484 0.00233417 0.00193882 0.00212186 0.00439609 0.000930352 0.000155026 0.00274981 0.00357082 0.00386437 0.00389766 0.00393359 0.0040678 0.00322408 0.00349922 0.00411703
internal_weight=0 2769 580 554 531 505 151 46 354 56 352 298 2189 319 106 213 192 69 255 119 89 105 78 2159 2134 2106 1771 335 306 212
internal_count=3121 2769 580 554 531 505 151 46 354 56 352 298 2189 319 106 213 192 69 255 119 89 105 78 2159 2134 2106 1771 335 306 212
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 1 4 4 14 47 16 4 0 0 12 1 1 2 43 2 0 159 2 15 4 16 0 4 15 4
split_gain=14.8946 1.82291 1.60891 1.00816 0.94428 0.709923 0.537331 0.444947 0.373605 0.367681 0.260132 0.257286 0.255928 0.255508 0.27945 0.248643 0.205332 0.201208 0.199945 0.199279 0.175324 0.16782 0.175985 0.162184 0.154421 0.153644 0.148756 0.145007 0.363965 0.134732
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.11690500000000002 0.053180000000000012 -0.17966999999999997 0.076175000000000007 0.10019500000000002 -0.042349999999999992 0.27834500000000006 -0.23194499999999998 -0.079119999999999982 0.13597000000000004 0.10124500000000002 0.122715 0.10402500000000002 -0.04890499999999999 0.14960000000000004 -0.23001499999999997 0.08154500000000002 0.11144000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.44310499999999992 -0.11013499999999998 -0.064054999999999987 -0.03241999999999999 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 16 21 8 -5 13 19 -11 25 -1 26 24 17 29 18 -9 23 -20 22 -3 -7 -15 -8 -4 -14 -29 -2
right_child=1 5 6 7 -6 9 11 15 -10 10 -12 -13 27 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00092875250679923889 0.0008203853842090157 0.00060335398448019143 0.0006146772877842772 0.00075545630863691567 0.00038031822970708526 0.00023734241752678423 0.00077144725915582416 0.00046879742033675267 0.00092180288324628904 0.00030497819489887424 0.00056611078321508761 0.00046513803637161311 0.00077187728769833751 0.00082655039490129559 0.00052564414157197368 0.00042298046577691757 0.0005237233541034379 0.00039200790149936267 0.0005522834314283635 0.00013968395664660401 0.00076533616788849123 0.00033329106663972156 0.00041958797216037289 0.00041367154480171161 0.00072955729823733493 0.00065837230885305083 0.00078520775490820204 0.00072665149567050944 0.00046162498001358894 0.0006559462981492204
leaf_weight=22 30 33 20 31 74 122 66 28 61 44 22 21 72 72 24 85 29 21 27 71 33 37 51 24 511 154 1180 76 27 53
leaf_count=22 30 33 20 31 74 122 66 28 61 44 22 21 72 72 24 85 29 21 27 71 33 37 51 24 511 154 1180 76 27 53
internal_value=0 0.000391567 0.000737522 0.000627004 0.000552195 0.000317615 0.000759636 0.000537328 0.000770878 0.000263869 0.000392022 0.000672501 0.000729427 0.000765783 0.000733 0.000502472 0.000665756 0.000564461 0.000605614 0.000224891 0.000669462 0.000443318 0.000491782 0.000266328 0.000741536 0.000692295 0.000782366 0.000704369 0.000657179 0.000715382
internal_weight=0 590 2531 422 186 404 2109 225 1868 283 66 241 197 1807 607 194 112 109 88 217 60 121 84 146 583 220 1200 175 103 83
internal_count=3121 590 2531 422 186 404 2109 225 1868 283 66 241 197 1807 607 194 112 109 88 217 60 121 84 146 583 220 1200 175 103 83
is_linear=0
shrinkage=0.00196078


Tree=7805
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 4 16 0 3 34 2 39 151 484 16 16 3 12 13 3 150 0 4 12 12 13 0 1210 475 133
split_gain=0.174299 0.0509895 0.0328549 0.0345936 0.0279873 0.0315034 0.0424831 0.030948 0.0299304 0.027696 0.0255077 0.0307464 0.0380592 0.0286106 0.0253036 0.0332917 0.0251946 0.0265083 0.0247069 0.0270098 0.0238927 0.0241047 0.0334894 0.022353 0.0383289 0.0418412 0.0337809 0.0385613 0.0356325 0.0550076
threshold=0.11866500000000001 0.078300000000000008 0.14530500000000005 -0.27302499999999996 -0.0091949999999999983 0.26450500000000005 -0.42170999999999997 -0.070154999999999981 0.12178000000000001 -0.085489999999999997 0.094835000000000017 0.10076500000000001 -0.086654999999999982 0.085905000000000009 -0.013024999999999998 0.064860000000000015 0.30112000000000005 -0.42850999999999995 0.17001000000000002 0.0022600000000000003 0.10325000000000002 -0.026509999999999995 -0.033174999999999989 0.086305000000000007 0.085955000000000018 -0.082904999999999993 -0.14920999999999998 -0.053799999999999994 -0.085684999999999997 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 -5 10 -9 13 12 -12 14 -6 -16 20 -18 19 -14 21 22 -2 24 26 -26 -3 -28 29 -29
right_child=16 23 -4 4 5 6 -8 9 -10 -11 11 -13 18 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0005845650382663893 0.0059570623900402683 0.0077350126715890815 -0.00091162657248787581 0.0046667301350019194 0.0049058395006728395 0.0033831905857271828 -0.0011238897741162059 0.0028211325158322741 0.0014853515378677119 -0.0019202318591331796 0.00043700946844182909 -2.800070159580736e-05 0.0020619702436593607 0.0025458055307778222 0.010541323612636442 0.005217212648130954 0.0024207262570545189 -0.0010439877588641906 0.0080081650134525267 0.0054583940693162022 0.0051382408750688903 -0.0001610738856434895 0.0017942847226967496 0.0039415133035611413 0.010877040061168373 0.0048423583671036692 0.001248540821543429 0.010739400347599506 0.0041346065315193276 0.0043924849493325582
leaf_weight=23 22 29 20 22 81 75 29 22 39 28 24 21 38 30 23 24 34 63 20 61 23 51 159 1644 20 27 40 22 371 36
leaf_count=23 22 29 20 22 81 75 29 22 39 28 24 21 38 30 23 24 34 63 20 61 23 51 159 1644 20 27 40 22 371 36
internal_value=0 0.00390462 0.00307096 0.00321319 0.00337585 0.00365993 0.00212641 0.0015412 0.00410172 0.000165968 0.00441861 0.003545 0.00406971 0.00532538 0.00597685 0.00782263 0.00154217 0.000170448 0.00480235 0.00415472 0.00206397 0.00175919 0.00230026 0.0041255 0.00468051 0.00741031 0.00442288 0.00421807 0.00449495 0.00679994
internal_weight=0 2769 580 560 537 465 104 72 361 50 322 164 143 158 128 47 352 97 119 99 255 232 181 2189 545 47 498 469 429 58
internal_count=3121 2769 580 560 537 465 104 72 361 50 322 164 143 158 128 47 352 97 119 99 255 232 181 2189 545 47 498 469 429 58
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=31
num_cat=0
split_feature=1 3 4 124 2 2 2 2 1 2 4 14 49 40 4 1 0 2 12 151 1 1 1 2 52 481 1 15 474 2
split_gain=8.92561 1.54671 0.677236 0.661932 0.514643 0.414315 0.335785 0.285871 0.285531 0.280876 0.323517 0.179835 0.155222 0.154032 0.127315 0.287699 0.138922 0.126679 0.0931309 0.0910355 0.0889691 0.0860194 0.082834 0.0894309 0.0837376 0.0753305 0.0715053 0.0696053 0.0582738 0.0573574
threshold=0.104035 -0.059315 0.27834500000000006 -0.080389999999999989 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 0.14285500000000004 0.092845000000000025 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 -0.054984999999999992 -0.077474999999999988 -0.013514999999999998 0.086920000000000011 0.18019500000000002 -0.090999999999999984 0.090285000000000018 -0.024429999999999997 0.12408500000000001 0.14699000000000004 0.085345000000000018 0.086100000000000024 0.40674500000000008 -0.00058999999999999992 0.13075500000000004 -0.092919999999999989 0.10008000000000002 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 8 6 11 13 14 -1 -8 -11 17 -2 -3 16 18 25 -5 -16 -17 -12 -6 24 -24 -19 -7 29 -27 -29 -4
right_child=1 4 26 5 21 7 9 -9 -10 10 20 -13 -14 -15 15 19 -18 22 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.00054126000862714707 0.00038474792602405053 0.00027358552987506203 0.00042628385989848728 0.00044267427431894283 0.00018562319112556995 0.00066488077699254427 0.00050861729856799633 0.00038457365794123234 0.0003243556038113911 0.00053160152341606031 0.00030404269174530619 0.00070816743221343182 0.00055669233411716158 0.00011730583436062642 0.00058609357405194681 0.00029353652574427413 0.00041773194337592405 0.00061406491884957238 0.00052280350017917246 0.00046815781738438633 0.00020539322403519201 7.5151614791035273e-05 0.0005845462145457757 0.00045896812142821734 0.00049417288584883957 0.00068972904892528758 0.00021989114400021445 0.00056511051474817287 0.00066287360822453218 0.00030107187756181302
leaf_weight=40 24 48 22 20 64 41 30 39 56 22 149 59 127 49 153 22 20 855 215 24 46 47 419 23 23 20 24 376 25 39
leaf_count=40 24 48 22 20 64 41 30 39 56 22 149 59 127 49 153 22 20 855 215 24 46 47 419 23 23 20 24 376 25 39
internal_value=0 0.000321748 0.000450556 0.000574301 0.000254937 0.000580864 0.000292396 0.000548909 0.000414732 0.000330786 0.000306201 0.000602222 0.000529363 0.00019464 0.000556062 0.000530842 0.000577723 0.000597557 0.000549117 0.000384643 0.000280772 0.000138847 0.000599903 0.000578012 0.000610924 0.00058465 0.000310558 0.000576836 0.000571205 0.00034623
internal_weight=0 691 236 2430 455 2334 344 935 96 247 217 1399 151 97 896 414 482 1340 368 46 195 111 1320 442 878 462 85 421 401 61
internal_count=3121 691 236 2430 455 2334 344 935 96 247 217 1399 151 97 896 414 482 1340 368 46 195 111 1320 442 878 462 85 421 401 61
is_linear=0
shrinkage=0.00196078


Tree=7807
num_leaves=31
num_cat=0
split_feature=4 3 9 123 3 15 48 40 156 0 10 4 157 42 3 48 13 42 3 0 0 49 12 160 481 52 160 2 1429 484
split_gain=0.175004 0.0604663 0.0523949 0.0391491 0.0353279 0.0340708 0.0442298 0.0542717 0.0427102 0.0476753 0.0319283 0.0286963 0.0414013 0.0300619 0.0268733 0.0263437 0.0286256 0.0263211 0.0370053 0.0280769 0.0294198 0.0397297 0.0243275 0.0273406 0.0325444 0.0492384 0.0270379 0.0262877 0.0262235 0.0300154
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.63141500000000017 -0.14147499999999996 0.082620000000000013 0.051255000000000002 0.084085000000000007 0.041630000000000007 -0.15282499999999996 -0.050494999999999991 -0.054224999999999995 -0.087819999999999981 0.11296500000000002 0.12118000000000002 0.11217000000000001 0.09112000000000002 -0.0025099999999999996 0.010870000000000003 -0.10607499999999999 -0.023059999999999997 0.087830000000000005 0.058535000000000011 -1.0000000180025095e-35 -0.14813999999999997 -0.54200499999999985 0.092365000000000017 0.084690000000000015 0.055320000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -4 7 14 9 11 -2 -8 -13 -14 22 16 17 19 -19 20 21 -12 23 28 -25 -26 27 -24 -7 -30
right_child=4 -3 5 -5 -6 6 8 -9 -10 -11 15 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.0023481385962275617 -0.001210852994893988 0.0011203673413447551 0.0056148280044518682 0.0034358675081748516 -0.0023985228457604536 0.0046739204992007613 0.0059017123241398121 -0.00054615279174565032 0.0069461198151111597 -0.001366678370093858 0.0012690264854073677 -0.0013681589220852957 0.0063552809096872808 0.0026924254297935276 0.0013138068088841054 -0.0009321664040908219 -0.00049787863545740641 0.0032677733704137308 -0.00088542981766073434 0.006588844384047359 0.0013150622184826611 0.0053472340392263637 0.0089827815913373528 0.0025912481895647944 0.0043691793934920349 0.0092693482764804255 0.0038986204005833133 0.0039170335419476034 0.0048043225810082786 0.00087582443077003638
leaf_weight=22 30 73 140 25 20 689 31 24 25 27 36 23 25 216 31 25 30 45 41 24 68 71 21 20 37 46 1158 20 37 41
leaf_count=22 30 73 140 25 20 689 31 24 25 27 36 23 25 216 31 25 30 45 41 24 68 71 21 20 37 46 1158 20 37 41
internal_value=0 0.00395967 0.00403765 0.00072846 0.00169514 0.00409722 0.00401123 0.00418224 0.00296451 0.00265538 0.00191642 0.0030235 0.00268552 0.00307239 0.00423628 0.00219236 0.00244034 0.00274962 0.00128776 0.00338138 0.0029415 0.00397513 0.00428007 0.00468261 0.00621237 0.00708494 0.00398797 0.00651168 0.00447718 0.00273934
internal_weight=0 2731 2658 47 390 2611 2471 2124 347 322 370 295 264 241 2100 340 315 285 86 199 175 107 2069 870 103 83 1199 41 767 78
internal_count=3121 2731 2658 47 390 2611 2471 2124 347 322 370 295 264 241 2100 340 315 285 86 199 175 107 2069 870 103 83 1199 41 767 78
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 159 12 4 11 3 12 1 47 4 4 47 2 150 49 0 147 3 11 0 43 16 49 3
split_gain=21.1343 2.62885 2.36891 1.80225 1.15303 0.825243 0.796291 0.652503 0.651876 0.645904 0.496047 0.387942 0.318407 0.316855 0.290106 0.282083 0.280851 0.277315 0.263071 0.281225 0.2568 0.240388 0.220119 0.216886 0.177713 0.174699 0.15827 0.15347 0.147939 0.168652
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.27834500000000006 0.082585000000000006 0.091475000000000015 -0.16363499999999997 1.0000000180025095e-35 -0.11171999999999999 0.13597000000000004 0.15471500000000002 0.077555000000000013 -0.046564999999999988 -0.012164999999999999 0.091680000000000011 0.14285500000000004 1.0000000180025095e-35 -0.012034999999999999 -0.13027499999999997 0.088610000000000008 0.092670000000000016 0.080150000000000013 -0.093584999999999988 -0.013199999999999998 -0.013024999999999998 -0.066019999999999981 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 11 22 8 18 10 -6 21 -1 16 -7 15 -13 25 28 19 26 -2 -4 -3 27 -12 -10 -5 -17 29 -11
right_child=1 5 6 7 9 13 -8 -9 12 17 24 14 -14 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057634800030929932 0.00055506824205319089 0.00044360540162234537 0.00068496141572292439 0.00049017798587175192 0.00085459157334408524 0.00024658260419658601 0.0004913182287406521 0.00026992482900141878 0.0010255959641699698 0.00045436532931356272 0.0011504975572489023 0.00091113052894490406 0.00065959118505169115 3.3726766366375926e-05 0.0010021230205893516 0.00071952278271835205 0.00078534347043974703 0.00071101554308338757 0.00032200958104986773 0.00042625208430273689 0.00080021591531549468 0.00089665568077552439 0.00022484649383192526 0.00056852755633161238 0.00096882931502675039 0.00085785050933989151 0.00068915113176533187 0.00087915010386942129 0.00044581569393402804 0.00067596915758236687
leaf_weight=26 20 112 21 22 31 116 21 58 25 23 37 58 39 35 32 57 242 31 22 41 92 1149 21 22 47 528 51 39 72 31
leaf_count=26 20 112 21 22 31 116 21 58 25 23 37 58 39 35 32 57 242 31 22 41 92 1149 21 22 47 528 51 39 72 31
internal_value=0 0.000432301 0.000844397 0.000558392 0.000710293 0.000296442 0.00087123 0.000444056 0.000875051 0.000595947 0.000903305 0.000802162 0.000832569 0.000197245 0.000830388 0.000799164 0.000841054 0.000544877 0.000518317 0.000556201 0.00075644 0.000892856 0.000409065 0.000744129 0.00104885 0.000865434 0.000629187 0.000784371 0.000504001 0.000581582
internal_weight=0 590 2531 306 422 284 2109 194 2088 188 1254 234 834 151 208 176 795 157 136 114 112 1170 133 118 84 553 73 96 126 54
internal_count=3121 590 2531 306 422 284 2109 194 2088 188 1254 234 834 151 208 176 795 157 136 114 112 1170 133 118 84 553 73 96 126 54
is_linear=0
shrinkage=0.00196078


Tree=7809
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 14 2 1 2 2 4 4 40 2 49 0 15 12 150 50 4 1 12 3 1 4 150 15 14
split_gain=9.25717 1.61875 0.74099 0.663332 0.459506 0.4503 0.3387 0.331773 0.254059 0.242336 0.234191 0.222888 0.144157 0.143869 0.13495 0.129237 0.128011 0.267365 0.140567 0.118304 0.110721 0.11006 0.104902 0.096048 0.0930797 0.0896996 0.0842643 0.07914 0.0747172 0.0716218
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.10188000000000001 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.13501500000000002 0.27044500000000005 -0.15464999999999998 -0.077474999999999988 0.094835000000000017 -0.054984999999999992 -0.11173999999999999 -0.12563999999999997 0.08815000000000002 1.0000000180025095e-35 0.041865000000000006 -0.52556499999999995 0.083135000000000014 0.095780000000000018 -0.13927999999999999 0.13534000000000004 0.033845000000000007 0.082565000000000013 -0.059484999999999989 -0.41076499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 15 6 7 11 13 14 -9 19 16 -11 -3 -1 -2 17 -4 21 23 -7 -18 -19 -6 -23 -14 -20 29 -16 -5
right_child=1 5 4 27 10 20 -8 9 -10 12 -12 -13 25 -15 28 -17 18 22 26 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064152129679963233 0.00040531808622371968 0.00026870940657585865 0.0007426437998519224 0.00037778528164839786 0.00059441489644192463 0.00010222728919310898 0.00072798052828643666 0.00044310636014914978 0.00036272176470725025 0.00045263141028436963 0.00038678504914315038 0.00041220890079606687 0.00029406774539663164 0.00011686376094411524 0.00053331376814697137 0.00056566016121025397 0.00076492626070419725 0.00057399583775509543 0.00059432311512822565 0.00041452822826340113 0.00025773909452465784 0.00050086047549068545 0.00043735032654810391 0.00052572056255813563 0.00062481159280516809 0.00016279114175664114 0.00051696896590821401 0.0004284610734412483 0.00038177814723097062 0.00023968118769505839
leaf_weight=26 23 47 20 22 145 75 83 54 69 20 39 24 154 49 29 121 21 36 814 24 23 24 54 170 790 23 58 20 22 42
leaf_count=26 23 47 20 22 145 75 83 54 69 20 39 24 154 49 29 121 21 36 814 24 23 24 54 170 790 23 58 20 22 42
internal_value=0 0.000324927 0.000584586 0.000459273 0.000593177 0.000256094 0.000605456 0.000289241 0.000449127 0.000326737 0.000530677 0.000599932 0.000294839 0.000191205 0.000526555 0.00054005 0.000602412 0.000537579 0.00060659 0.000547231 0.000138725 0.000624773 0.000492009 0.000557342 0.000621157 0.000277009 0.000589178 0.000320799 0.000467945 0.000287154
internal_weight=0 673 2448 228 2302 445 1924 347 146 251 378 1841 197 96 77 144 1817 110 1707 339 98 835 90 315 814 177 872 84 51 64
internal_count=3121 673 2448 228 2302 445 1924 347 146 251 378 1841 197 96 77 144 1817 110 1707 339 98 835 90 315 814 177 872 84 51 64
is_linear=0
shrinkage=0.00196078


Tree=7810
num_leaves=31
num_cat=0
split_feature=1 12 1456 151 456 157 157 4 1 16 52 16 3 16 43 10 2 10 4 3 4 401 48 4 15 15 2 130 0 1
split_gain=0.239675 0.0716402 0.0359826 0.0334275 0.0348624 0.0436472 0.0824653 0.0294412 0.0282435 0.0262987 0.0391501 0.0349518 0.0293831 0.0304101 0.0387094 0.0255483 0.0362596 0.0508238 0.02958 0.0244944 0.0332173 0.0294715 0.0308903 0.028098 0.0239526 0.0235641 0.0234696 0.0232002 0.0372942 0.0231868
threshold=0.11866500000000001 0.051320000000000005 -0.084824999999999998 0.10280000000000002 0.089295000000000013 -0.080299999999999996 -0.082259999999999986 0.033845000000000007 0.16773500000000005 -0.10850999999999998 -1.0000000180025095e-35 0.41553500000000004 -0.14989499999999997 -0.45661999999999997 0.0068900000000000012 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.51164000000000009 -0.14186499999999996 -0.10429499999999998 0.080710000000000018 0.084670000000000009 -0.42529999999999996 -0.065449999999999994 -0.095244999999999982 0.08622500000000001 -0.050984999999999996 0.18019500000000002 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 19 15 10 -9 25 -12 14 -14 16 17 -2 -17 21 23 22 26 -21 -13 -11 -3 -7 29 -29
right_child=8 7 3 -5 -6 27 -8 9 -10 11 12 24 13 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0075206730099718865 0.00094554626593890134 0.0092140908585861322 0.0039847897377629313 -0.00052976056234911085 -0.00045974559005117048 0.0068719620993039736 -0.0037878643011762985 0.0087165529162368995 -0.0015130922016080308 0.0032632000166423884 0.0012721545428835922 0.006109742320289737 0.0047929112943906893 0.0033115524369558055 0.0098526983954278502 -0.0028430805985061899 0.0016989953573554374 0.0059253950667641081 0.0022960584668908269 0.0049435729737963598 0.0050302013172403822 0.0030905127115547657 0.010455457065254451 0.00067701740049277287 0.0022142778241282537 -0.00070914969401201242 0.0055127936217593413 0.0050209252296442262 0.00011990875160942477 0.0034802099912587103
leaf_weight=23 32 21 39 20 20 29 21 22 23 28 28 38 54 70 21 21 195 57 24 29 1658 25 20 33 27 32 93 179 24 215
leaf_count=23 32 21 39 20 20 29 21 22 23 28 28 38 54 70 21 21 195 57 24 29 1658 25 20 33 27 32 93 179 24 215
internal_value=0 0.00464503 0.00364597 0.00348305 0.00363534 0.00379688 0.00126436 0.004904 0.00187474 0.00401734 0.00474316 0.00288506 0.00423788 0.00481057 0.00620965 0.00211158 0.00246236 0.00413489 -0.000102206 0.005055 0.00494522 0.0062425 0.00683056 0.00267266 0.00449163 0.00114461 0.00619461 0.00413681 0.00394705 0.00418018
internal_weight=0 2769 570 547 527 507 60 2199 352 320 195 125 173 145 75 329 284 89 45 1879 1720 159 134 62 65 60 114 447 418 394
internal_count=3121 2769 570 547 527 507 60 2199 352 320 195 125 173 145 75 329 284 89 45 1879 1720 159 134 62 65 60 114 447 418 394
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 2 1 1 4 0 150 3 12 123 4 10 2 157 475 2 16 131 47 3 3 481
split_gain=17.474 2.63492 1.69525 1.4683 1.04879 0.90878 0.49791 0.452178 0.442916 0.426654 0.370259 0.333932 0.324483 0.313705 0.204354 0.201004 0.199154 0.183856 0.181895 0.153418 0.151366 0.133054 0.130453 0.13016 0.128675 0.121789 0.10944 0.101704 0.0918294 0.0888213
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.40473500000000007 0.13501500000000002 0.09253500000000002 0.089625000000000024 0.42051500000000003 -0.10836499999999999 1.0000000180025095e-35 0.30112000000000005 0.09141500000000001 0.088205000000000019 -0.51843499999999987 -0.38124499999999995 -0.0091949999999999983 -0.069619999999999987 -0.066784999999999983 0.089005000000000015 0.19444000000000003 0.091440000000000007 0.090100000000000013 -0.010424999999999999 0.0068900000000000012 -0.0066299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 26 6 11 12 -6 14 -5 16 15 -13 22 17 18 -4 -1 -9 -15 -18 -7 -20 -23 -2 28 -14 -3 -25
right_child=1 2 7 10 8 9 -8 19 -10 -11 -12 13 27 20 -16 -17 21 -19 23 -21 -22 24 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0009302555983504297 0.00074807588111124956 0.00027511489217793187 0.00043196781716825017 0.00063583926204269735 0.00065354273048299214 0.0007599713667383733 0.0008879918837168578 0.00011325603608265432 0.00036938377942135128 0.00046218766937765831 0.00038194163807357928 0.00050225833339086591 0.00024371095695624163 0.00053358928663056098 0.00049011316923017233 0.00017948684647825419 0.00054875225886132084 0.00021075100163180452 0.00076137613248480776 -0.00010317051701028557 0.00070641153713197225 0.00072274208714244437 0.00065475394181408971 0.00079940432948161515 0.00059176848872619515 0.00056895872395412597 0.00043273300615339071 0.00012210312669571393 0.00036276240679187604 0.00069532422399439669
leaf_weight=22 54 114 52 34 71 53 79 34 30 48 63 37 40 21 26 30 21 20 888 20 270 292 312 37 32 20 33 78 77 213
leaf_count=22 54 114 52 34 71 53 79 34 30 48 63 37 40 21 26 30 21 20 888 20 270 292 312 37 32 20 33 78 77 213
internal_value=0 0.000350603 0.00030748 0.00070735 0.000403259 0.000717104 0.000735576 0.000193875 0.000569139 0.000636651 0.000470937 0.000729008 0.000233338 0.000672317 0.000658068 0.000314333 0.000741363 0.000370519 0.000753663 3.30981e-05 0.00069394 0.000700003 0.000670032 0.00075025 0.000709806 0.000699666 0.000328464 0.000163326 0.000310449 0.000710728
internal_weight=0 673 599 2448 325 2351 1912 274 101 439 97 1833 220 328 391 102 1505 72 1160 54 291 345 365 1138 324 74 224 118 191 250
internal_count=3121 673 599 2448 325 2351 1912 274 101 439 97 1833 220 328 391 102 1505 72 1160 54 291 345 365 1138 324 74 224 118 191 250
is_linear=0
shrinkage=0.00196078


Tree=7812
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 4 1 2 14 0 15 0 0 4 12 50 49 16 15 40 16 4 15 11 50 0 1
split_gain=14.652 2.19419 1.21547 1.12952 0.82727 0.76312 0.497105 0.46526 0.397094 0.371944 0.362583 0.29218 0.294807 0.383552 0.291587 0.224802 0.210695 0.201097 0.200605 0.181083 0.173771 0.18299 0.170086 0.169946 0.159337 0.14255 0.137765 0.128197 0.126604 0.123701
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.09253500000000002 0.13913500000000004 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 -0.15202999999999997 -0.49013999999999996 0.08401500000000002 0.041865000000000006 -0.054984999999999992 -0.10850999999999998 -0.048699999999999993 -0.077714999999999992 -0.039889999999999988 -0.15289999999999995 -0.089964999999999976 1.0000000180025095e-35 0.083640000000000006 -0.094654999999999975 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 10 22 -8 15 -4 11 12 13 -1 -14 -7 27 -18 25 -2 -17 -22 -3 -15 -9 28 -13 -16 -6 -5
right_child=1 4 9 29 18 8 7 24 -10 -11 -12 26 14 23 16 20 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088716012005712473 0.00051950341946455721 0.0003521342887153016 0.00069613867598309709 0.00043951732794346373 0.00029784125542523817 0.00087998428083712764 0.00059360985086332895 0.00055015687264648133 0.00043608181959068156 0.00044303999334393944 0.00050321383219139248 0.00075764411207660085 0.00078718600145809097 0.00049517965698104335 0.00077950851413216028 0.00071275340784231764 0.00058281506487117341 0.00072914331661847094 0.00033883979409893755 0.00070955678808333586 0.00064773103798732804 0.00044261094511431804 0.00018498027859730463 0.00070227654738461273 0.00036471620500966068 6.1390553551282791e-06 0.0009378856496692372 0.00094706921739961148 0.00011817681683867523 0.00027295542120769179
leaf_weight=20 23 44 34 60 25 21 53 20 27 65 20 23 1191 39 107 157 39 487 26 119 102 20 50 25 163 22 56 21 38 24
leaf_count=20 23 44 34 60 25 21 53 20 27 65 20 23 1191 39 107 157 39 487 26 119 102 20 50 25 163 22 56 21 38 24
internal_value=0 0.000415061 0.000742797 0.000572158 0.000334553 0.000751744 0.000383806 0.000431836 0.000663844 0.000529963 0.000765918 0.000768534 0.000763748 0.000650144 0.00076892 0.000684342 0.000735655 0.000718294 0.000188123 0.000678773 0.000669617 0.000614105 0.000263223 0.000576077 0.000384983 0.000142021 0.00088541 0.000806999 0.000189472 0.000391928
internal_weight=0 667 2454 226 441 2355 330 236 327 99 2028 2008 1929 84 1845 300 654 526 111 142 279 122 94 64 183 85 79 128 63 84
internal_count=3121 667 2454 226 441 2355 330 236 327 99 2028 2008 1929 84 1845 300 654 526 111 142 279 122 94 64 183 85 79 128 63 84
is_linear=0
shrinkage=0.00196078


Tree=7813
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 14 47 2 2 2 49 16 150 0 49 12 4 1 2 47 4 52 15 3 3 15 47 1
split_gain=9.70082 1.65293 0.867289 0.618645 0.572383 0.50604 0.310436 0.290975 0.26415 0.217639 0.188391 0.17989 0.16858 0.154167 0.153974 0.139512 0.252039 0.134048 0.125325 0.116165 0.115175 0.112393 0.108706 0.108454 0.10269 0.100375 0.109937 0.0997057 0.0890068 0.0872237
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.09253500000000002 0.062655000000000016 0.085505000000000012 0.14960000000000004 0.14960000000000004 -0.090999999999999984 -0.054984999999999992 -0.061854999999999993 1.0000000180025095e-35 -0.11173999999999999 0.082865000000000008 0.09141500000000001 0.053180000000000012 0.083135000000000014 0.087995000000000004 0.10648500000000001 -0.51843499999999987 0.12418000000000001 -0.40580499999999992 0.0041950000000000008 0.11658 1.0000000180025095e-35 0.090280000000000013 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 21 7 -4 11 10 14 23 -1 -2 -10 18 16 19 22 -7 -13 -21 25 -17 27 -12 -3 -27 -6 -14 -5
right_child=1 4 6 29 8 9 -8 -9 13 -11 24 15 28 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00043454264604391899 0.00038785174781200929 0.00027275497826013023 0.00056307125093271444 0.00036995482344935143 0.00015785693476989322 0.00058583783602753103 0.00033058786594882547 0.00073462285781884708 0.00023572905111118484 0.00036981284567808134 0.00017195708030851167 0.00058942546502976001 0.00062640556741941616 0.00042104032542817396 0.00041858647700423508 0.0007625379386053874 0.00069988267404922082 0.00059020980552991226 0.00051162126309142362 0.00053984544110756991 0.00036595397150627904 0.0004889713998372648 0.00062639119162636973 0.00032463225312589816 1.7025399207600303e-05 0.00047425794074509577 0.00032305403074384977 0.00030701182979175581 0.00051995455578706957 0.00023009098261241723
leaf_weight=22 23 62 34 60 96 297 63 76 45 26 29 34 58 28 30 23 32 482 124 27 32 20 1146 26 38 29 51 21 63 24
leaf_count=22 23 62 34 60 96 297 63 76 45 26 29 34 58 28 30 23 32 482 124 27 32 20 1146 26 38 29 51 21 63 24
internal_value=0 0.000327966 0.000593773 0.000463722 0.000258409 0.00060127 0.000412077 0.000615783 0.000205204 0.000544251 0.000169884 0.00061076 0.000541731 0.000306807 0.000554307 0.000612943 0.000549785 0.000617725 0.000563978 0.000498138 0.000445531 0.000351355 0.00062907 0.000210084 8.40854e-05 0.000331972 0.000377865 0.000184628 0.000570981 0.000329994
internal_weight=0 673 2448 228 445 2351 97 1874 283 477 210 1798 144 73 451 1776 125 1651 421 93 59 162 1169 143 67 142 80 117 121 84
internal_count=3121 673 2448 228 445 2351 97 1874 283 477 210 1798 144 73 451 1776 125 1651 421 93 59 162 1169 143 67 142 80 117 121 84
is_linear=0
shrinkage=0.00196078


Tree=7814
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 2 1 2 0 49 4 1 12 150 4 1 0 0 4 131 2 3 4 2 0 43
split_gain=16.463 2.68257 1.54303 1.5266 0.997259 0.76195 0.484228 0.460014 0.408397 0.405546 0.380912 0.379173 0.313801 0.379043 0.265095 0.263372 0.203318 0.202708 0.182844 0.176607 0.165404 0.156348 0.16892 0.12426 0.207132 0.106303 0.0979586 0.096083 0.0936719 0.200273
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.14285500000000004 0.09253500000000002 0.11474000000000002 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.08815000000000002 1.0000000180025095e-35 -0.51843499999999987 0.076935000000000017 -0.030209999999999997 -0.077429999999999985 -0.27825499999999997 0.086835000000000009 0.31358000000000003 -0.010424999999999999 -0.036839999999999991 0.087995000000000004 -0.067624999999999977 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 -3 6 12 8 -4 17 -5 -6 13 15 16 -1 18 19 -14 20 -7 -20 -23 24 -9 -10 -2 -17 -18 -30
right_child=1 2 7 10 11 9 -8 23 25 -11 -12 -13 14 -15 -16 27 28 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00075538585215318256 0.000819718140597437 0.00038824872146903518 0.0004473151510756516 0.00068451876364296002 0.00069000972726583653 0.00071931705246585623 0.00093938275533502445 0.00018301168636677146 0.00033136387170545629 0.00050670134597549253 0.0004269944591441334 0.00040774382163886151 0.00099636151844046035 0.00086880405743916826 0.00069420791153070548 0.00062934270444419565 0.00077720418172932027 0.00055980167284705278 0.0008189112085268288 0.00080240526778872757 0.00056627798655064284 0.00081526065963545655 0.00060350020893481604 0.00029712000981291985 -4.324953941463986e-05 0.00019855590306421545 0.00066013553507633009 0.00047964652014129301 0.00055291339285030181 0.00078714819896909401
leaf_weight=42 50 224 66 34 77 286 76 70 37 39 63 24 21 35 110 34 697 30 710 92 30 30 28 22 20 62 21 32 23 36
leaf_count=42 50 224 66 34 77 286 76 70 37 39 63 24 21 35 110 34 697 30 710 92 30 30 28 22 20 62 21 32 23 36
internal_value=0 0.000412049 0.000369536 0.000758322 0.000461183 0.000768268 0.000786077 0.000262008 0.000327841 0.000698301 0.000517261 0.000622937 0.000779597 0.000691473 0.000787211 0.000634005 0.000793833 0.000715362 0.000815851 0.0007268 0.000704788 0.000810915 0.000713031 0.000165022 0.000132731 0.000248191 0.000772518 0.000556763 0.000770854 0.000695836
internal_weight=0 673 602 2448 325 2351 1874 277 165 477 97 101 1798 143 1655 108 1545 438 789 408 316 768 58 112 90 99 71 66 756 59
internal_count=3121 673 602 2448 325 2351 1874 277 165 477 97 101 1798 143 1655 108 1545 438 789 408 316 768 58 112 90 99 71 66 756 59
is_linear=0
shrinkage=0.00196078


Tree=7815
num_leaves=31
num_cat=0
split_feature=1 3 4 1 46 2 402 10 12 12 43 1447 2 15 133 1 16 160 457 150 0 2 52 1375 1 13 52 159 11 124
split_gain=0.441823 0.0976834 0.0507428 0.0496811 0.0431392 0.0422667 0.0395876 0.0388511 0.0360042 0.0571854 0.038209 0.0332384 0.0301304 0.0341573 0.0278491 0.0276953 0.0941937 0.0598185 0.0370383 0.0265228 0.0256123 0.0511856 0.035779 0.0283098 0.0285179 0.0245704 0.0255525 0.034298 0.0276358 0.0273726
threshold=0.10337500000000001 -0.065229999999999996 0.40124500000000002 0.14262000000000002 0.081930000000000017 0.090175000000000019 0.086055000000000006 -0.062879999999999978 0.10589000000000003 0.11903500000000002 -0.072864999999999985 -0.082869999999999985 0.13712500000000002 0.013270000000000002 0.089405000000000012 0.08864000000000001 0.31475000000000003 0.050340000000000003 0.083415000000000017 0.11648500000000002 0.062580000000000011 0.10672500000000001 0.090645000000000017 0.084895000000000012 1.0000000180025095e-35 -0.11122999999999998 0.4002400000000001 -0.46048499999999998 0.078065000000000009 -0.083859999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 12 25 8 -5 10 -10 -2 -7 13 14 19 20 17 -17 -19 -3 23 22 -22 24 -13 -1 28 -28 29 -27
right_child=1 3 -4 7 -6 11 -8 -9 9 -11 -12 15 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0090444328377441482 0.0049359375060885214 0.0039828360206394624 0.001677442232407471 -0.0030081330222033321 0.0078456232766620816 0.0086660123070363294 0.0011295649306183415 0.0018376292541432077 0.0014727466631817019 0.0079950459947576748 0.00804635752134252 0.0059888607304871312 0.0012285905404829645 0.0064099150373496949 0.00058285270981188562 -0.00061557875499905403 0.0083368738926947114 0.008046169239096344 0.0019602633337490261 0.00068272355544779983 0.0030607041379664139 0.00037354792407511369 0.0086103695008205253 0.0099527194583788527 0.0089181482046842581 0.0033777668879812826 0.0069428014184813956 0.0026228285812334544 0.0098181248432205586 0.0068589116470649889
leaf_weight=49 80 187 22 21 20 44 21 78 41 20 78 659 71 36 37 36 40 20 20 28 21 23 26 20 35 23 40 34 31 1260
leaf_count=49 80 187 22 21 20 44 21 78 41 20 78 659 71 36 37 36 40 20 20 28 21 23 26 20 35 23 40 34 31 1260
internal_value=0 0.00363096 0.006458 0.00280447 0.00332552 0.00650217 0.00527706 0.00080974 0.00567477 0.00361121 0.00647146 0.00598234 0.0030737 0.00352857 0.00311695 0.00585114 0.00440899 0.00234168 0.00500322 0.00355305 0.00606452 0.00423909 0.00613073 0.00624349 0.00613659 0.00684366 0.00676597 0.00495795 0.00686779 0.00679651
internal_weight=0 718 2403 478 379 2381 240 99 219 61 158 944 359 288 252 900 116 76 40 215 784 70 47 714 694 1437 1388 74 1314 1283
internal_count=3121 718 2403 478 379 2381 240 99 219 61 158 944 359 288 252 900 116 76 40 215 784 70 47 714 694 1437 1388 74 1314 1283
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 0 49 4 150 1 4 1 12 4 40 1 4 0 39 1 12 3 157 1
split_gain=14.0922 2.16725 1.17323 1.16114 0.70231 0.641859 0.416997 0.414685 0.347274 0.326754 0.326253 0.253091 0.331239 0.26314 0.175071 0.173833 0.164666 0.157234 0.137752 0.142118 0.134478 0.133591 0.113618 0.136626 0.112932 0.107485 0.0956818 0.0937352 0.0922129 0.0910135
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083135000000000014 -0.15289999999999995 0.122715 0.09141500000000001 -0.52556499999999995 -0.077474999999999988 0.16175000000000003 0.022185000000000003 0.14486500000000005 0.095830000000000012 0.13075500000000004 0.096395000000000022 -0.14847999999999997 -0.08107499999999998 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 11 20 29 -4 14 12 15 18 22 -1 -10 -2 19 -13 -3 -6 23 26 -18 -5 -7 -21 -20 -9
right_child=1 4 9 25 21 10 -8 8 16 -11 -12 13 -14 -15 -16 -17 24 -19 28 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051942233559833218 0.00050997877885720108 0.00014652781725445788 0.00047907675159912483 0.00023172225681395315 3.3211066557017348e-05 0.00059042017683472734 0.00069921776730004124 0.00042425711647818998 0.00035165399981790458 0.00024056120815785725 0.00032403647893540608 0.00073154774595302898 0.00063959831668141103 0.00047125921093856612 0.0003398695473206619 0.00036125226291927755 0.00018853449294981627 0.00034841776564478006 0.00041159988214878361 0.00044280110091409261 -2.7804772191423445e-07 -0.00014046858643972072 0.00045932600235876935 0.00038464927469810165 5.8697345108763937e-05 7.6461182694176057e-05 0.00050758317402355038 0.00057828497314483976 0.00054464532611597674 0.00025756114488924108
leaf_weight=44 115 47 34 60 90 102 79 34 20 63 48 23 36 118 26 68 132 29 21 20 49 21 128 22 32 24 113 1070 433 20
leaf_count=44 115 47 34 60 90 102 79 34 20 63 48 23 36 118 26 68 132 29 21 20 49 21 128 22 32 24 113 1070 433 20
internal_value=0 0.000215121 0.000535492 0.000370571 0.000135475 0.000544211 0.000559735 0.000180381 0.00022426 0.000324165 0.000476597 0.000553724 0.000475982 0.000560552 0.000495326 0.000423391 0.000183685 0.000477442 0.000567276 0.000579018 7.15957e-05 3.52754e-07 0.000506399 0.000531823 0.0001632 0.000187362 0.000546883 0.000575799 0.000538491 0.000362518
internal_weight=0 673 2448 228 445 2351 1912 334 238 97 439 1833 148 1685 391 112 184 144 1567 1113 96 111 365 237 164 84 215 1090 454 54
internal_count=3121 673 2448 228 445 2351 1912 334 238 97 439 1833 148 1685 391 112 184 144 1567 1113 96 111 365 237 164 84 215 1090 454 54
is_linear=0
shrinkage=0.00196078


Tree=7817
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 1 4 4 1 2 3 150 1 12 4 47 2 10 0 3 2 3 3 12 4 4
split_gain=15.8769 2.46838 1.61503 1.3765 0.971745 0.850595 0.481579 0.386369 0.376149 0.369359 0.362899 0.311739 0.24465 0.314743 0.229004 0.190669 0.158333 0.145684 0.179068 0.140854 0.140839 0.131543 0.105959 0.0966021 0.0933938 0.0933889 0.092131 0.0885734 0.0876678 0.0784444
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.14285500000000004 0.092845000000000025 0.40473500000000007 0.40945500000000007 0.089625000000000024 0.090425000000000019 0.30112000000000005 1.0000000180025095e-35 0.076935000000000017 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -0.0091949999999999983 -0.38124499999999995 -0.030209999999999997 0.12745000000000004 0.089005000000000015 -0.010424999999999999 -0.12018999999999998 0.094835000000000017 -0.0070899999999999991 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 11 15 -5 28 14 17 20 23 16 22 18 -1 -3 -14 -9 27 -4 -20 -13 -19 -7 -6 -28
right_child=1 2 7 9 10 8 -8 21 -10 -11 -12 25 13 -15 -16 -17 -18 26 24 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00092541311635356647 0.00070101044377164992 0.00032247303931614099 0.00032668268464785681 0.00062838646266895695 0.00075729244869518898 0.00070303608502929554 0.00088435812469790957 0.00013614163664095759 0.00045420597267583908 0.0003792924160028205 0.00039376370194885466 0.00026050637650042901 0.00054559225100588818 0.0004548778376349098 0.00016416369324364098 0.00050429163111093773 0.00073784195721937065 0.00058212925807810297 0.00075199805482902178 0.00046120131110514621 0.00070533848007605347 -6.4262462524222389e-05 0.00053455201093277897 0.00047733757437931168 0.0007086159533809097 0.00014987032025150671 0.00072603163054532106 0.00063115403870016664 0.0006063246277033113 0.00065186918877503447
leaf_weight=21 74 191 36 37 21 103 76 34 39 60 30 44 23 23 22 30 92 24 888 33 274 20 30 30 243 88 230 183 50 72
leaf_count=21 74 191 36 37 21 103 76 34 39 60 30 44 23 23 22 30 92 24 888 33 274 20 30 30 243 88 230 183 50 72
internal_value=0 0.000363159 0.000321421 0.000703212 0.000414905 0.000712656 0.000731472 0.000210536 0.000638731 0.000474308 0.000574577 0.000247014 0.00072501 0.000675855 0.000337413 0.000655161 0.000666255 0.000735653 0.000746008 0.000342911 0.000692968 6.19179e-05 0.000645413 0.000395162 0.000742677 0.000186749 0.000699058 0.000657042 0.000650977 0.000708351
internal_weight=0 673 599 2448 325 2351 1874 274 477 97 101 220 1798 320 88 438 408 1478 1152 224 297 54 316 66 1131 132 326 286 71 302
internal_count=3121 673 599 2448 325 2351 1874 274 477 97 101 220 1798 320 88 438 408 1478 1152 224 297 54 316 66 1131 132 326 286 71 302
is_linear=0
shrinkage=0.00196078


Tree=7818
num_leaves=31
num_cat=0
split_feature=1 3 4 3 4 2 3 3 15 52 1 12 3 49 52 151 3 13 42 52 16 14 0 2 52 1428 2 13 150 2
split_gain=0.50302 0.106461 0.0491515 0.0490556 0.0457606 0.0439658 0.0415503 0.0426554 0.0409872 0.0308244 0.0535662 0.0513365 0.0571648 0.0318636 0.0306081 0.0301578 0.0273697 0.0308866 0.049341 0.0272586 0.0326325 0.0272417 0.0265465 0.0451565 0.0301583 0.0253628 0.0281051 0.0268659 0.0236365 0.0332718
threshold=0.10337500000000001 -0.065229999999999996 0.40124500000000002 0.31370500000000007 0.41257000000000005 0.090175000000000019 0.088060000000000013 0.11658 -0.018314999999999994 -0.56368999999999991 0.08864000000000001 0.088365000000000013 -0.013929999999999998 -0.061079999999999988 0.048770000000000008 -1.0000000180025095e-35 -0.0025099999999999996 -0.0021749999999999994 -1.0000000180025095e-35 -0.066844999999999988 -0.44310499999999992 -0.41076499999999994 0.062580000000000011 0.10672500000000001 0.090645000000000017 0.087445000000000009 0.11411 -0.082014999999999991 0.083250000000000005 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 25 -1 16 -8 15 -7 22 12 -12 -14 -5 -9 17 -3 -19 -18 -21 -6 28 24 -24 26 27 -2 -11 -30
right_child=1 3 -4 14 21 9 7 8 -10 10 11 -13 13 -15 -16 -17 19 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0070880462780276285 0.0094237148680764715 0.0040866470530183229 0.0019912828963821417 -0.00032607960292016687 0.005959054785357281 0.0093106843711387721 0.0074677480862010278 0.0022160564355241759 -0.00010040871313084727 0.0064048023811772645 -0.0015238496277809399 0.0084870612528175123 0.0075757695894156183 0.0027442768437023731 0.0033397537436993686 0.0062577716312565215 0.0037680127331987025 0.00484483369033445 -0.0013071401985143894 0.0019402334368681874 -0.0036409103823825716 0.0016152417977407043 0.0034726374705011647 0.00088372700645223908 0.0085677766518738995 0.0089908540332024663 0.0027237299865541555 0.0056297006284244215 0.0064321162230852576 0.011813452946953476
leaf_weight=1437 23 118 22 69 22 31 40 30 23 694 22 20 21 39 34 48 20 22 32 22 20 42 21 23 26 28 26 99 27 20
leaf_count=1437 23 118 22 69 22 31 40 30 23 694 22 20 21 39 34 48 20 22 32 22 20 42 21 23 26 28 26 99 27 20
internal_value=0 0.00367981 0.00669629 0.00281698 0.00539828 0.00673976 0.00334791 0.00470394 0.00360936 0.00620958 0.00610429 0.00394446 0.0028365 0.0044353 0.000884001 0.00470327 0.00253081 0.00318013 0.00119922 0.000729471 -0.000717454 0.00310843 0.00637593 0.00451448 0.00629123 0.00623095 0.0057088 0.00634497 0.00655178 0.00872205
internal_weight=0 718 2403 478 240 2381 375 141 101 944 913 102 82 60 103 78 234 172 54 62 42 64 811 70 47 176 148 122 741 47
internal_count=3121 718 2403 478 240 2381 375 141 101 944 913 102 82 60 103 78 234 172 54 62 42 64 811 70 47 176 148 122 741 47
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=31
num_cat=0
split_feature=1 3 0 4 1 402 12 0 394 3 40 96 48 4 3 0 51 0 15 1 156 156 13 12 14 39 40 456 4 0
split_gain=0.407446 0.087639 0.0458956 0.0440495 0.0406358 0.0402311 0.0353265 0.034134 0.0586754 0.0360021 0.0356431 0.0331368 0.0323688 0.060424 0.0390681 0.0327353 0.0316486 0.032816 0.0527917 0.0338873 0.0320628 0.0660893 0.0295635 0.0293723 0.0375267 0.0359363 0.0278279 0.0276888 0.0272734 0.0266964
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 0.042705000000000007 0.13075500000000004 0.086055000000000006 0.097825000000000009 -0.079119999999999982 -0.079424999999999982 0.084940000000000015 -0.081174999999999983 0.088850000000000026 0.092475000000000016 -0.50052499999999989 -0.10831999999999999 -0.030209999999999997 -0.15042499999999998 -0.079829999999999998 0.088060000000000013 0.096255000000000021 0.087380000000000013 0.085790000000000019 0.086705000000000018 -0.10022999999999999 -0.073114999999999986 0.096625000000000016 -0.063404999999999989 0.093225000000000016 0.0033150000000000007 -0.080119999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 7 5 -2 11 9 -9 16 -10 23 13 14 -12 -14 -1 19 -19 20 21 29 -5 24 -3 27 -27 -25 -11 -18
right_child=1 2 -4 22 -6 -7 -8 8 10 28 12 -13 15 -15 -16 -17 17 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0095283299813874907 0.0057596691684195338 0.0082089205388911068 -0.0020893625338517484 0.0052286484099029413 0.0019642568788989338 0.0010535638593137265 -0.00080653992998931147 0.00028507674112915993 0.0024138712848071012 0.0031005740326900898 0.012115167828354364 -0.001041549355722964 0.0057198236917986745 0.0057605507403693107 0.0072520700002194575 0.00074061307570208674 0.0066108655955088164 0.012692034072031014 0.0060361550870136581 0.0029824537965136449 0.0048985978186159374 0.011378184424970171 0.0016534369243308901 0.0034824873957462381 0.0032519998178551241 0.0031147797114681455 -0.0017339100320582633 -0.00021678170570257037 0.0074458675645291813 0.0030094391366999066
leaf_weight=36 198 24 21 309 43 20 27 20 30 52 24 20 31 505 53 23 1036 22 26 28 113 29 25 252 42 20 29 22 20 21
leaf_count=36 198 24 21 309 43 20 27 20 30 52 24 20 31 505 53 23 1036 22 26 28 113 29 25 252 42 20 29 22 20 21
internal_value=0 0.00331183 0.0024769 0.00602666 0.00477375 0.00532792 0.00269684 0.00619868 0.00562197 0.00648475 0.00578223 0.00292811 0.00594112 0.00615842 0.00876784 0.00359905 0.00660432 0.00652175 0.00908677 0.00642141 0.00650172 0.00666853 0.00496104 0.00313221 0.00505452 0.00273941 0.000245147 0.00318547 0.0043076 0.00653931
internal_weight=0 718 457 2403 261 218 436 2069 686 1383 666 409 636 582 77 54 1311 1275 48 1227 1199 1086 334 389 66 323 49 274 72 1057
internal_count=3121 718 457 2403 261 218 436 2069 686 1383 666 409 636 582 77 54 1311 1275 48 1227 1199 1086 334 389 66 323 49 274 72 1057
is_linear=0
shrinkage=0.1


Tree=7820
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 2 2 4 2 1 11 1 2 50 457 1 1 3 0 47 0 15 39 1 0 16 12 12
split_gain=18.2293 2.89969 1.68786 1.60255 1.12337 0.902859 0.775913 0.537501 0.527423 0.51965 0.482949 0.435861 0.336 0.253205 0.237204 0.21219 0.16859 0.220902 0.202348 0.153096 0.146517 0.144553 0.16134 0.129979 0.150265 0.128125 0.125362 0.135594 0.125288 0.109085
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.091265000000000013 0.14285500000000004 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.077845000000000011 1.0000000180025095e-35 0.086920000000000011 0.087675000000000017 0.086295000000000011 0.080930000000000016 0.078340000000000007 1.0000000180025095e-35 -0.017889999999999996 -0.23194499999999998 0.078345000000000012 -0.12333499999999999 -0.41942499999999994 0.093755000000000019 0.089770000000000016 -0.11173999999999999 -0.105305 0.085785000000000014 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 16 9 -4 29 -5 13 20 -15 23 18 -18 -8 -11 -1 -3 -23 -10 -25 -20 27 -22 -14 -6
right_child=1 2 8 11 10 -7 7 -9 15 19 -12 -13 28 14 -16 -17 17 -19 25 -21 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010284567580503576 0.00081330924025906028 0.00039682791202171497 0.00049927432139030485 0.00077084871974228474 0.00084246467558943587 0.00045105696060493877 0.00078052021514197643 0.00055249461938934694 0.00023628462416430313 0.00038304592184538382 0.00042627508831179998 0.00048078984063426757 0.0010734633664892179 0.00081645689133035893 0.00061561543908384114 0.00035769194646766687 0.00080310437237302674 0.00051837755905866036 0.0009584765788395981 0.00021818554778941756 0.00087016906436539372 0.00040235449286068185 0.00065141243534847437 -3.4572152585229452e-06 0.00020432133800830479 0.00082415291955427006 0.0008637686511450965 0.00065705480150653206 0.0009050607322310867 0.00068904548859586711
leaf_weight=20 74 184 63 28 28 25 613 39 35 32 24 69 33 390 24 22 22 20 40 67 22 20 20 32 23 86 958 24 35 49
leaf_count=20 74 184 63 28 28 25 613 39 35 32 24 69 33 390 24 22 22 20 40 67 22 20 20 32 23 86 958 24 35 49
internal_value=0 0.000447129 0.000401891 0.000811503 0.00049746 0.000821694 0.000825677 0.000777144 0.000288533 0.000360063 0.000669137 0.000564518 0.000852103 0.000845734 0.000804814 0.000185071 0.000788362 0.00066752 0.00079523 0.000271474 0.000862278 0.000420052 0.000526883 0.000142875 8.3432e-05 0.000866795 0.000858968 0.000758979 0.000986786 0.000744834
internal_weight=0 673 599 2448 325 2351 2326 820 274 162 101 97 1506 1438 414 112 781 42 739 99 1024 224 40 90 55 126 1004 46 68 77
internal_count=3121 673 599 2448 325 2351 2326 820 274 162 101 97 1506 1438 414 112 781 42 739 99 1024 224 40 90 55 126 1004 46 68 77
is_linear=0
shrinkage=0.00196078


Tree=7821
num_leaves=31
num_cat=0
split_feature=1 2 12 15 11 393 4 0 4 15 10 3 0 49 160 1 133 4 15 3 1452 2 2 133 14 13 4 159 4 40
split_gain=0.407343 0.0930665 0.0795087 0.0454913 0.0576864 0.0453393 0.0373654 0.0368116 0.0326446 0.0592258 0.0352159 0.0304748 0.0398764 0.0502365 0.040738 0.055104 0.047806 0.038404 0.0666908 0.0462439 0.0315557 0.0301719 0.0432432 0.0383234 0.030336 0.0295069 0.0282028 0.0653858 0.0272405 0.0267173
threshold=0.10337500000000001 0.13712500000000002 1.0000000180025095e-35 0.040760000000000005 0.075910000000000019 0.086030000000000009 0.40124500000000002 -0.15090499999999998 -0.15764999999999998 -0.079929999999999987 -0.39840999999999999 0.090900000000000009 -0.075934999999999989 -0.076109999999999997 -0.063384999999999983 0.081670000000000006 0.087720000000000006 -0.46376499999999993 -0.026084999999999994 0.097915000000000016 0.087755000000000014 -1.0000000180025095e-35 0.10613000000000002 -1.0000000180025095e-35 -0.22253999999999999 -0.0075049999999999987 0.50822500000000004 0.10713500000000002 -0.03898999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 5 -5 6 11 -6 -3 10 -10 12 20 -14 15 16 -15 -13 19 -19 -1 25 -23 -24 -25 29 -12 -28 -4 -2
right_child=1 8 28 4 7 -7 -8 -9 9 -11 26 17 13 14 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0061654044649421119 0.0039630657493641289 0.0049642950326891713 0.0071156037436214403 0.0063567692008728183 0.007624772222091754 0.00134103506958733 0.0016431673056848178 0.012980550307284353 0.0056043358182068922 -0.0031334493399387403 0.0025355697772026344 0.0064802868502391951 0.0003357949137518352 -0.001664011671440676 0.0060411793298601191 0.0076105632865801458 0.0046532347426324599 0.0014189656218513847 -0.0021832156972959641 0.0081378082345638959 0.0092313900244023125 0.006365794991143048 -0.0010852320115927363 0.0062663269920214528 0.0027771329757364238 -0.0016805071123764557 -0.0050929114851169287 0.0027251106838736198 0.0047001082213919063 0.00029916668461416572
leaf_weight=821 48 21 67 1058 33 24 22 21 20 31 53 42 22 25 196 20 23 20 20 21 35 46 21 31 127 22 20 23 154 34
leaf_count=821 48 21 67 1058 33 24 22 21 20 31 53 42 22 25 196 20 23 20 20 21 35 46 21 31 127 22 20 23 154 34
internal_value=0 0.00333619 0.00396542 0.00605068 0.00651949 0.00564687 0.00572843 0.00970757 0.00127622 0.000749349 0.00178699 0.00580062 0.0059492 0.0049269 0.00530949 0.00320052 0.001363 0.00415321 0.00255097 0.00486032 0.00629077 0.00297999 0.00363106 0.00292828 0.00346172 0.00157142 0.000991714 -0.000911179 0.00543241 0.00244389
internal_weight=0 718 550 2403 1112 1291 1267 54 168 147 116 1245 1142 286 264 68 48 103 61 41 856 329 225 179 158 104 96 43 221 82
internal_count=3121 718 550 2403 1112 1291 1267 54 168 147 116 1245 1142 286 264 68 48 103 61 41 856 329 225 179 158 104 96 43 221 82
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=31
num_cat=0
split_feature=1 4 148 3 12 4 2 51 47 40 2 1429 16 4 149 39 52 48 475 1451 3 1 1429 131 131 13 43 402 43 1213
split_gain=0.329948 0.0767129 0.0510306 0.0531698 0.0590833 0.0370216 0.036515 0.0362209 0.047039 0.0347089 0.0330224 0.0301884 0.0284961 0.042188 0.0268813 0.0258209 0.0375671 0.0269256 0.0239712 0.0230278 0.0271678 0.0229841 0.0222376 0.0222921 0.0260971 0.0331088 0.0496173 0.0378538 0.0302449 0.0236745
threshold=0.10337500000000001 0.27287000000000006 -0.065034999999999996 0.149315 -1.0000000180025095e-35 0.042705000000000007 0.25063000000000007 0.10532000000000001 0.107145 -0.0036699999999999992 0.13913500000000004 1.0000000180025095e-35 -0.43320999999999993 0.40124500000000002 0.07770500000000001 0.08456000000000001 -0.087769999999999987 0.085875000000000021 0.068270000000000011 0.089825000000000002 0.10299500000000002 0.11910500000000002 -0.087914999999999979 0.091015000000000013 0.098515000000000005 -0.0072999999999999992 -0.03898999999999999 -0.088189999999999991 -0.08287499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 9 10 14 11 -9 -4 15 -6 13 -7 21 18 -17 -18 19 20 22 -3 -1 -24 28 26 29 -27 -25 -26
right_child=1 6 3 -5 7 12 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.0081066584315251655 -0.0003626252739475324 0.0030056590033820142 0.0037460008944066973 0.0016421730874836529 0.0045532328065019103 0.0066564791627892958 -0.0019100131738620501 0.011839020578190685 0.0050626596280684078 -0.00077806433572814892 0.0015596022154204549 0.008519912852948024 0.0038082073101359292 0.001593839937777375 0.0055089232347778636 0.0069590922242597402 -0.00049272512868893425 0.0045133344141677729 0.008229016182264565 0.0087380084267351787 0.0031930110518199706 0.0011246406684623906 0.0055052985225017932 0.011046014795079828 0.0081740854452524714 0.0058923333211658669 0.011385658414413531 0.00054135359416250138 0.0062606514780782167 0.0045692070696160807
leaf_weight=37 26 108 74 66 150 93 24 20 21 22 20 22 221 20 22 23 22 21 37 24 45 163 1629 25 29 39 21 20 28 49
leaf_count=37 26 108 74 66 150 93 24 20 21 22 20 22 221 20 22 23 22 21 37 24 45 163 1629 25 29 39 21 20 28 49
internal_value=0 0.00300257 0.0039216 0.00421864 0.00476895 0.00544561 0.00184001 0.00569727 0.0083682 0.00270924 0.00560331 0.0050606 0.00446869 0.00576044 0.00214718 0.00564278 0.00369696 0.00195209 0.00570755 0.0056596 0.00562116 0.00187427 0.00567938 0.00563057 0.0065977 0.00595359 0.0070711 0.00407844 0.0085179 0.00590948
internal_weight=0 718 401 375 309 2403 317 213 41 96 2069 172 334 113 293 2049 66 43 1983 1946 1922 271 1877 1840 211 158 99 59 53 78
internal_count=3121 718 401 375 309 2403 317 213 41 96 2069 172 334 113 293 2049 66 43 1983 1946 1922 271 1877 1840 211 158 99 59 53 78
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=31
num_cat=0
split_feature=1 2 12 15 3 3 156 52 1 11 1454 160 3 12 2 133 376 14 10 2 150 483 133 1447 13 481 42 13 133 403
split_gain=0.267258 0.0667332 0.0563834 0.0338482 0.0466209 0.0370574 0.0751195 0.0650616 0.0508897 0.0929432 0.0283959 0.0421616 0.0273084 0.0269419 0.0445374 0.0260408 0.0461024 0.0311114 0.0334537 0.029012 0.0338626 0.0332226 0.0251342 0.0348263 0.0551328 0.0648258 0.038971 0.0338938 0.0502218 0.0803141
threshold=0.10337500000000001 0.13622000000000004 1.0000000180025095e-35 0.040760000000000005 -0.15447499999999995 -0.11171999999999999 -0.00054499999999999991 -0.14488499999999996 0.077845000000000011 0.080705000000000013 0.093640000000000015 -0.54913999999999985 -0.079594999999999985 -0.42850999999999995 0.31358000000000003 0.089200000000000015 0.088235000000000008 -0.46413499999999996 0.09820000000000001 0.11682500000000001 0.10389500000000002 0.075345000000000009 -0.0081349999999999981 -0.085684999999999997 -0.080519999999999994 -0.074219999999999994 0.090990000000000015 0.049530000000000012 -0.015929999999999996 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 -5 6 -1 -8 -9 -10 11 -6 -7 -3 -15 17 -17 -2 19 21 -21 -19 27 -24 25 -25 -27 28 -13 -30
right_child=1 13 -4 4 10 12 7 8 9 -11 -12 22 -14 14 -16 16 -18 18 -20 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0087633048696443439 0.0065815477445721627 0.0044735454786859917 0.0044916429086460747 0.0086574477513204334 0.0087774981575256036 0.0052381732160158992 0.0064339521407548866 0.0034742529643699525 -0.00416770622666393 0.0043778651254251606 0.0018496789776254446 0.0054674897999102447 0.0042605565967783659 0.0013440773831825937 -0.0031192472721967433 -0.0025781809871729751 0.0037214373060989944 0.0030165841653019771 -0.0014404590224148706 -0.00027705231111031027 0.0045916061470052229 0.0073642832029145212 0.0082752285095361571 -0.0026828356552869082 0.0050116554984517749 0.0023656221482038532 0.0073818859926957116 0.0016786473803222181 0.0053367103741038596 0.012901352249085904
leaf_weight=20 20 20 219 40 33 567 28 45 35 20 25 373 576 130 27 26 21 145 20 50 20 20 26 20 438 59 21 20 32 25
leaf_count=20 20 20 219 40 33 567 28 45 35 20 25 373 576 130 27 26 21 145 20 50 20 20 26 20 438 59 21 20 32 25
internal_value=0 0.00270231 0.00325375 0.00490105 0.00530544 0.00455273 0.00306382 0.00217328 0.00098029 -0.00106023 0.00518036 0.00525989 0.00474552 0.00101684 0.000576499 0.00241183 0.000236542 0.00278361 0.00248573 0.00281987 0.00111399 0.00354358 0.00514542 0.0047007 0.00452795 0.00240935 0.00368239 0.00570279 0.00588996 0.00865454
internal_weight=0 718 541 2403 1112 1291 148 128 100 55 1072 1047 1143 177 157 322 47 275 255 235 70 165 1014 564 538 100 80 450 430 57
internal_count=3121 718 541 2403 1112 1291 148 128 100 55 1072 1047 1143 177 157 322 47 275 255 235 70 165 1014 564 538 100 80 450 430 57
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=31
num_cat=0
split_feature=1 1 39 12 4 2 47 1 4 14 2 2 1 12 4 14 0 1 15 0 4 4 157 13 4 16 159 16 10 2
split_gain=15.3777 1.84154 1.63291 1.47474 1.03934 0.717822 0.573885 0.535428 0.503231 0.490254 0.37468 0.215693 0.204401 0.204134 0.184036 0.182339 0.171241 0.164685 0.164085 0.163743 0.161223 0.143019 0.138657 0.138387 0.140209 0.135661 0.127931 0.113787 0.100825 0.0887786
threshold=0.10752500000000002 0.13075500000000004 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.10188000000000001 0.13082500000000002 0.09253500000000002 0.40124500000000002 0.076175000000000007 0.13754500000000003 0.17025000000000004 0.089625000000000024 0.091475000000000015 -0.51843499999999987 -0.46166999999999997 -0.11991499999999998 0.11654500000000001 -0.028889999999999996 -0.12333499999999999 0.27834500000000006 -0.036839999999999991 -0.069619999999999987 -0.10664 -0.0096849999999999974 0.19444000000000003 0.082585000000000006 -0.43320999999999993 -0.38851999999999992 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 9 11 18 21 12 19 20 13 14 -1 -2 -14 26 -4 -7 -3 -5 -15 -21 -25 -24 29 -26 -13 -17
right_child=1 6 7 8 -6 10 -8 -9 -10 -11 -12 28 16 22 -16 17 -18 -19 -20 23 -22 -23 25 24 27 -27 -28 -29 -30 -31
leaf_value=0.00097352762751400795 0.00053008040356587684 0.00037336116348828921 0.00074267224639865527 0.0008228715874400793 0.0004568349388273024 0.00056119220887264126 0.00047967344721008511 0.00044436086252693478 0.00043244662708328928 0.00092944905713752458 0.00050105867501709536 0.00018617865161224155 0.00059094235376418961 0.00059153653030514499 0.0007924670863527504 0.00053023925815851155 0.00074392353954376076 0.00029561128282426475 0.00053062276366878957 0.00056166653174395654 0.00022137444129909206 0.00066463672730769088 0.00076543589370147921 0.00076541143654733476 0.00080471288631944098 0.00063479369497646367 0.00029609998243068902 0.00065593726995612385 8.7971880421068988e-06 0.00039812521255739469
leaf_weight=22 29 35 47 32 43 27 39 84 32 81 37 28 31 22 1139 33 304 80 20 20 115 70 302 182 24 34 27 112 22 48
leaf_count=22 29 35 47 32 43 27 39 84 32 81 37 28 31 22 1139 33 304 80 20 20 115 70 302 182 24 34 27 112 22 48
internal_value=0 0.000394844 0.000746365 0.000485238 0.00075891 0.000764468 0.00026209 0.000548638 0.000646976 0.000780131 0.000689074 0.000219661 0.000773607 0.000783276 0.000795898 0.000385363 0.000729767 0.00036304 0.000679374 0.000708133 0.000256838 0.000714279 0.000742342 0.000719871 0.000729821 0.000752216 0.000412987 0.000682192 0.000108131 0.000451949
internal_weight=0 590 2531 351 2380 2337 239 151 134 1935 402 200 1854 1519 1161 217 335 188 67 365 150 102 358 338 318 336 108 136 50 81
internal_count=3121 590 2531 351 2380 2337 239 151 134 1935 402 200 1854 1519 1161 217 335 188 67 365 150 102 358 338 318 336 108 136 50 81
is_linear=0
shrinkage=0.00196078


Tree=7825
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 14 12 4 1 16 1 2 16 2 4 2 47 15 475 1429 10 52 52 16 12 4 151
split_gain=11.4597 1.84496 1.13942 1.02638 0.72883 0.547219 0.350459 0.311823 0.30659 0.297162 0.288739 0.277322 0.245502 0.199605 0.276433 0.198594 0.13687 0.128172 0.128525 0.127496 0.121458 0.115919 0.0949886 0.0872158 0.0851797 0.10008 0.0858361 0.0778901 0.0751889 0.0716702
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.17025000000000004 0.14122000000000004 0.062655000000000016 -1.0000000180025095e-35 0.40473500000000007 0.09253500000000002 -0.39185999999999993 0.089625000000000024 0.090425000000000019 -0.52595999999999987 -0.0091949999999999983 -0.55119499999999988 0.087625000000000022 0.090100000000000013 -0.024814999999999997 -0.066784999999999983 0.084690000000000015 -0.38124499999999995 -0.55252499999999982 0.047850000000000011 0.19444000000000003 0.11734000000000001 -0.036839999999999991 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 19 8 9 15 13 -4 -6 -5 -11 17 16 -7 -15 -1 22 29 -14 -17 -19 -8 -23 27 -27 -26 -2 -3
right_child=1 2 6 11 10 7 23 -9 -10 12 -12 -13 20 14 -16 21 -18 18 -20 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00083918742327685673 0.00071068589265147841 0.00042973587234668869 0.00021490044770977495 0.00060718323911337186 0.00061887255099490673 0.00043284281394353097 0.00015957877531351205 0.00044495055896494161 0.00080462446968744908 0.00023240276779301191 0.00038944071390075618 0.00038863703428710029 0.00052985296335305578 0.0005038351719311335 0.00042598926019993787 0.00070895569401808632 0.00066131455321262131 0.0007062701285828984 0.00066502587133073464 0.0004618913913616026 0.00034710346459368473 0.00074001862054445496 0.00059376370934830381 -3.6023264093434106e-06 0.00059388455131328575 0.00066547796190334998 0.00053346623133688684 0.00046391252857432062 0.00057627122386608252 0.00031496791304354087
leaf_weight=21 48 24 129 34 71 20 34 41 76 35 30 65 29 23 23 65 274 754 673 33 27 21 30 20 156 136 22 20 24 163
leaf_count=21 48 24 129 34 71 20 34 41 76 35 30 65 29 23 23 65 274 754 673 33 27 21 30 20 156 136 22 20 24 163
internal_value=0 0.00036943 0.000333557 0.000659273 0.000412832 0.000667495 0.000240684 0.000608499 0.000682638 0.000275426 0.000550724 0.000463693 0.000361227 0.000677482 0.000633082 0.000623738 0.000649119 0.000687095 0.000684903 0.000349527 0.000441742 0.000632829 0.000701965 9.91413e-05 0.00061889 0.000611274 0.000647097 0.000579115 0.000665881 0.000329697
internal_weight=0 667 595 2454 321 2355 274 481 1874 220 101 99 91 1798 320 440 297 1478 1457 220 56 420 784 54 355 334 158 176 72 187
internal_count=3121 667 595 2454 321 2355 274 481 1874 220 101 99 91 1798 320 440 297 1478 1457 220 56 420 784 54 355 334 158 176 72 187
is_linear=0
shrinkage=0.00196078


Tree=7826
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 14 1 4 1 150 13 1 1 132 1 39 3 3 0 12 0 0 481 4
split_gain=9.09309 1.13899 0.996234 0.597393 0.588374 0.50597 0.432882 0.304425 0.405053 0.299319 0.246889 0.224703 0.148515 0.139171 0.25656 0.283176 0.132097 0.119558 0.115246 0.104994 0.149119 0.104216 0.0947811 0.120709 0.0941491 0.0840697 0.0829841 0.0818909 0.0812869 0.0791634
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.089885000000000007 0.077845000000000011 0.076175000000000007 0.091195000000000012 -0.013514999999999998 0.086920000000000011 0.081835000000000019 -0.16152999999999998 0.122715 0.12958500000000003 0.088890000000000011 0.15799000000000005 0.096625000000000016 0.149315 -0.017889999999999996 -0.066689999999999985 0.095780000000000018 -0.22491999999999998 -0.093584999999999988 -0.00058999999999999992 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 7 9 -3 18 11 -4 12 -1 16 25 -16 -11 29 -9 20 -7 22 23 -10 -14 -15 -25 -18 -29 -2
right_child=1 5 10 -5 -6 19 -8 8 21 13 -12 -13 24 14 15 -17 27 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00060159358924416874 0.00062790722628824078 0.00017794388140427974 0.0005408239857416276 0.00034777274988348191 0.00028423753512256286 0.00012905035612842403 0.00037609326565439538 0.00058443329285385345 0.0002028667232073153 0.00042113362421063372 0.00032790032755112696 0.00071677183814251074 0.00056067514849286065 0.00056391613989024579 0.00054859150602829226 0.00022622023145925526 0.00067133874888075336 0.00040117156181164573 0.00037877701734210931 0.00022776414769664345 -6.8660418539508888e-05 0.00016889472731791442 0.00022328478247847933 0.00027966925071560824 0.00043113135239657233 0.00050232571451321029 0.00041772452527699889 0.00065973182607699716 0.00056500216435742469 0.00050186018314442727
leaf_weight=1118 30 90 28 45 74 55 41 22 22 21 83 58 213 234 20 22 35 29 20 23 20 31 48 26 24 134 47 38 417 53
leaf_count=1118 30 90 28 45 74 55 41 22 22 21 83 58 213 234 20 22 35 29 20 23 20 31 48 26 24 134 47 38 417 53
internal_value=0 0.000292941 0.00056325 0.000571582 0.000419911 0.000234485 0.000575822 0.000273755 0.000313676 0.000579331 0.000381611 0.000597258 0.000592142 0.000551827 0.000524919 0.00037973 0.000573418 0.000509552 0.000486502 0.000111869 7.63275e-05 0.000271959 0.000294302 0.000330184 0.000547557 0.000541489 0.000368554 0.000579944 0.000572914 0.000547419
internal_weight=0 590 2531 2420 186 404 2375 306 216 2334 111 1413 1355 921 410 42 511 112 42 98 75 174 143 95 237 368 73 490 455 83
internal_count=3121 590 2531 2420 186 404 2375 306 216 2334 111 1413 1355 921 410 42 511 112 42 98 75 174 143 95 237 368 73 490 455 83
is_linear=0
shrinkage=0.00196078


Tree=7827
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 0 2 1 4 150 0 49 0 16 0 156 475 49 50 39 48 4 0 31 4 0
split_gain=6.40671 0.765973 0.703045 0.451602 0.427099 0.315113 0.20499 0.201896 0.245956 0.176243 0.186649 0.156193 0.126116 0.170818 0.167597 0.115877 0.113521 0.103309 0.0864657 0.11465 0.0864249 0.0862757 0.0836807 0.0791767 0.0742432 0.10272 0.254307 0.0722933 0.0681284 0.0643946
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.13027499999999997 0.13501500000000002 0.077845000000000011 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.043469999999999995 -0.14832499999999996 -0.052894999999999991 -0.07929499999999999 -1.0000000180025095e-35 -0.066784999999999983 -0.012034999999999999 0.041865000000000006 0.098220000000000016 0.093265000000000015 -0.17966999999999997 -0.060129999999999996 -0.077289999999999984 -0.033174999999999989 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 21 7 12 27 -9 15 20 -4 14 16 -1 -5 -14 -18 -16 -20 -11 -2 -7 28 25 -21 -27 -3 -10 -12
right_child=1 5 11 9 -6 22 -8 8 23 10 29 -13 13 -15 18 -17 17 -19 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00049540720321002412 0.00041012667009935661 0.0003121292169572405 0.00054729170732054056 0.00031655711355680266 0.00033487971012872801 0.00016991754031125335 0.00069282148958299799 0.00049658678367692211 0.00044599867950670754 0.00061801112801558415 0.00050444843788413 0.00037793451170451336 0.00070087000880699976 0.00039248469647239236 0.00060835921286753712 0.00049785894335679763 0.00057335294094445783 0.00045485396124828352 0.00070780563880415523 0.00064559107834577197 0.00054095328766293226 0.00055222016999788607 0.00030511268069181603 0.00023587858531072463 0.00045187203980544033 0.00057515984485203035 0.00036144476425210739 0.00020054314619436317 0.00032965731757657964 0.00035846375461336263
leaf_weight=62 20 41 28 23 74 75 77 42 23 68 21 83 21 25 1139 33 132 36 24 65 316 92 23 29 20 309 23 49 122 26
leaf_count=62 20 41 28 23 74 75 77 42 23 68 21 83 21 25 1139 33 132 36 24 65 316 92 23 29 20 309 23 49 122 26
internal_value=0 0.00034635 0.000573244 0.000580242 0.000450473 0.000298412 0.000593687 0.000329403 0.000361913 0.000526878 0.000540324 0.000420655 0.000589574 0.000544802 0.000595409 0.000423396 0.00056495 0.00054796 0.000599334 0.000576022 0.000554599 0.000526846 0.000201647 0.000329406 0.000568438 0.00057431 0.000560354 0.000251377 0.000348111 0.000423691
internal_weight=0 590 2531 2420 186 404 1933 306 216 487 431 111 1856 214 1642 56 189 168 1580 441 384 112 98 174 417 397 332 90 145 47
internal_count=3121 590 2531 2420 186 404 1933 306 216 487 431 111 1856 214 1642 56 189 168 1580 441 384 112 98 174 417 397 332 90 145 47
is_linear=0
shrinkage=0.00196078


Tree=7828
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 14 2 4 4 1 2 457 1 50 4 2 16 47 4 52 4 50 16 475 40 2 133 16 3 11
split_gain=12.3527 1.60735 1.30162 0.870323 0.801214 0.533066 0.461207 0.503598 0.403983 0.346907 0.331898 0.376274 0.247918 0.164013 0.152392 0.166031 0.150406 0.175196 0.136517 0.13149 0.117775 0.116703 0.107421 0.0998518 0.0896485 0.084919 0.207629 0.0844918 0.0842359 0.0828679
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.076175000000000007 0.14285500000000004 0.40945500000000007 0.40124500000000002 0.077845000000000011 0.14285500000000004 0.080930000000000016 0.089625000000000024 0.089465000000000017 -0.55119499999999988 0.088850000000000012 -0.082179999999999989 0.084210000000000021 0.022185000000000003 0.039215000000000007 -0.036839999999999991 0.086295000000000011 0.46043000000000006 -0.065099999999999977 -0.065259999999999999 0.10803500000000001 0.085635000000000003 -0.11118499999999999 -0.017889999999999996 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 5 12 7 24 20 -4 11 18 14 16 -1 -16 17 -14 23 22 -5 27 -20 -6 -3 26 -2 -8 -9 -7
right_child=1 6 9 8 10 29 21 28 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086460652995237058 0.00059340021481700978 0.0003183229429209057 0.00065199282145550269 0.00075296923024498023 0.00073294524198252455 0.00075961864741561969 0.00017067532916739312 0.00030361952229606114 0.00038407261107441861 0.00039959840860218689 0.00043583994547758288 0.00042614149318571872 0.00040476513186506197 0.00069697359554487452 0.00071594091907949175 0.00067286684677337954 0.00063901783768164277 0.00063969589966743909 0.00049086137930750629 0.00067088618365940874 0.00060158475177865631 0.00028093305985823461 0.00062275940388958353 0.00064531796546679794 0.00047055971056144671 0.00034511162376672875 0.00032981227834478355 4.8041507558113936e-05 0.00018133158320147449 0.00090016113159962986
leaf_weight=22 20 20 28 29 67 23 54 32 29 83 39 34 26 139 942 542 162 23 53 54 62 22 43 197 58 134 27 36 67 54
leaf_count=22 20 20 28 29 67 23 54 32 29 83 39 34 26 139 942 542 162 23 53 54 62 22 43 197 58 134 27 36 67 54
internal_value=0 0.000355832 0.000670887 0.000456114 0.00068041 0.000698318 0.000251386 0.000313695 0.000585604 0.000463265 0.00060933 0.000624433 0.000691686 0.000644677 0.000702611 0.000700209 0.000610226 0.000515039 0.000640718 0.000593481 0.000649828 0.000152915 0.000549941 0.000667557 0.000431525 0.000370265 0.000441977 0.000121622 0.000220859 0.000858181
internal_weight=0 590 2531 301 2420 1933 289 177 120 111 487 448 1856 350 1506 1484 211 49 414 150 91 112 96 264 78 181 47 90 99 77
internal_count=3121 590 2531 301 2420 1933 289 177 120 111 487 448 1856 350 1506 1484 211 49 414 150 91 112 96 264 78 181 47 90 99 77
is_linear=0
shrinkage=0.00196078


Tree=7829
num_leaves=31
num_cat=0
split_feature=1 52 3 124 1456 48 2 2 9 2 0 4 42 10 14 4 16 48 11 4 0 45 3 42 1208 13 13 0 16 52
split_gain=0.486178 0.1094 0.0758716 0.0521258 0.0485626 0.0472084 0.0450743 0.038266 0.0427728 0.0580879 0.0530306 0.0511939 0.0354173 0.0334812 0.0333598 0.0726436 0.0406633 0.101795 0.0326272 0.03571 0.0406932 0.0331628 0.0331663 0.0289829 0.0408932 0.0517369 0.0281807 0.0281095 0.03791 0.0273923
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 -0.049894999999999995 0.15372000000000002 0.13404500000000005 0.14753000000000002 -1.0000000180025095e-35 0.10381000000000001 0.024095000000000002 -0.031404999999999995 -0.0060199999999999993 -0.0087699999999999983 -0.22253999999999999 0.51164000000000009 -0.42170999999999997 0.084670000000000009 0.095720000000000013 -0.082249999999999976 -0.046359999999999991 0.081955000000000014 0.092670000000000016 0.11457500000000002 0.099975000000000008 -0.059629999999999996 -0.011914999999999999 -0.10474999999999998 -0.25582999999999995 0.11277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 12 -3 7 18 8 13 10 -10 -11 -1 -6 15 -13 -16 -18 19 29 21 22 23 -21 25 -25 -19 28 -4 -5
right_child=1 2 27 6 5 -7 -8 -9 9 11 -12 14 -14 -15 16 -17 17 26 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0068370486325688836 0.0071568937245595826 0.0081603294108062979 0.00040590834655126356 0.0078397834042559112 0.0040741395176155494 -0.00099655202939175069 0.0038925664150156083 0.0013894576259709929 0.0071799897360270495 0.0084927558968774988 0.0015741435112431646 0.0084491108718793839 0.0029261756016925929 -0.00050032783092319739 0.004062151666065412 0.001405946103235086 -0.0036255183697287592 0.0013594998075859622 0.0029371751126018356 0.0069569325687811323 0.0026644907949957999 0.010582734652511451 0.0039151336636859919 0.0062593923034146431 0.0082748114679227856 0.0012875986699428825 0.006257908856091292 -0.00094738932574451305 0.0057522071159577803 0.0052205593476808351
leaf_weight=39 87 25 36 559 32 21 49 56 108 20 20 32 57 32 77 27 31 24 20 1429 24 23 40 50 34 36 23 46 21 43
leaf_count=39 87 25 36 559 32 21 49 56 108 20 20 32 57 32 77 27 31 24 20 1429 24 23 40 50 34 36 23 46 21 43
internal_value=0 0.00383258 0.00337424 0.00679814 0.00385855 0.00364475 0.00689314 0.00384696 0.00417001 0.00459134 0.00630408 0.00365445 0.00451497 0.00178691 0.00320227 0.00522597 0.00243196 0.000822677 0.00695826 0.00699419 0.00675188 0.00681274 0.00675817 0.00683158 0.00533889 0.00417818 0.00375659 0.000891545 0.0023756 0.0076527
internal_weight=0 718 631 2403 528 503 2307 482 426 362 128 234 96 64 214 59 155 78 2258 2238 1636 1612 1589 1549 120 86 47 103 57 602
internal_count=3121 718 631 2403 528 503 2307 482 426 362 128 234 96 64 214 59 155 78 2258 2238 1636 1612 1589 1549 120 86 47 103 57 602
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 42 16 0 49 12 1 49 4 0 43 1 124 475 4 1 0 4 2 39 1
split_gain=8.65819 1.33931 0.80803 0.601215 0.485915 0.472071 0.349699 0.337459 0.267714 0.267518 0.238612 0.172498 0.158389 0.317055 0.14548 0.144819 0.139388 0.110628 0.106863 0.130023 0.103943 0.099818 0.098101 0.0934177 0.0883517 0.0872791 0.141617 0.086269 0.0834682 0.0833834
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.14285500000000004 -0.076394999999999977 -0.52595999999999987 -0.10607499999999999 0.082865000000000008 0.08815000000000002 0.083135000000000014 -0.054984999999999992 -0.15289999999999995 -0.060129999999999996 -0.065269999999999981 0.16175000000000003 -0.081214999999999982 -0.082014999999999991 -0.51843499999999987 0.12958500000000003 -0.077259999999999981 -0.17966999999999997 0.087995000000000004 0.08456000000000001 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 12 21 24 11 -4 -7 13 15 23 -1 -2 -10 -16 -20 -6 -3 -13 -14 -9 -25 -27 -17 -12 -5
right_child=1 4 10 29 20 9 -8 8 17 -11 28 22 14 -15 18 27 -18 -19 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00055474562767847857 0.00037290051052281717 0.00025288417740055669 0.00057604144162991472 0.00034243414830949063 0.00016597768087913984 0.00035235643313795911 0.00071569333646842451 0.00051157770084081066 0.00042862874309660174 0.00036087915106536517 0.00023489608198933018 0.00062419262802814281 0.00073273637298108482 0.00067948157713860688 0.00057196331192266498 0.000476234453389767 0.00053964431314290422 0.00027411096214774883 0.00035612515959085203 0.00057703058064039576 1.2777792855081549e-05 0.0001250642115171098 0.00052826362696985652 0.00060587385295395621 0.0003464183432287445 0.00060668074135961829 0.00040746624668852095 0.00033438923836037445 0.00037950351488294981 0.00020568395554494367
leaf_weight=42 23 46 21 60 90 20 76 33 20 39 21 46 21 35 783 34 119 163 20 21 21 48 376 753 20 34 23 32 57 24
leaf_count=42 23 46 21 60 90 20 76 33 20 39 21 46 21 35 783 34 119 163 20 21 21 48 376 753 20 34 23 32 57 24
internal_value=0 0.000312117 0.000564053 0.000434853 0.000249218 0.000571348 0.000585413 0.000286966 0.000326539 0.000516552 0.000390519 0.000530288 0.000579906 0.000517298 0.000585315 0.000464738 0.000512637 0.000290998 0.000566854 0.000469272 0.000136994 0.000187614 0.00053872 0.000603621 0.000449253 0.000600274 0.000526296 0.000407461 0.000340571 0.000303363
internal_weight=0 667 2454 226 441 2355 1874 330 236 481 99 442 1798 143 1655 108 142 183 824 41 111 94 422 831 53 810 57 66 78 84
internal_count=3121 667 2454 226 441 2355 1874 330 236 481 99 442 1798 143 1655 108 142 183 824 41 111 94 422 831 53 810 57 66 78 84
is_linear=0
shrinkage=0.00196078


Tree=7831
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 14 4 0 0 2 9 0 157 150 0 0 12 160 4 50 12 133 0 2 1213 16 1429 475 48 52 10
split_gain=0.445596 0.109574 0.070042 0.0544468 0.0439426 0.0471388 0.0475137 0.0665806 0.0432226 0.074311 0.0463158 0.0387119 0.0646088 0.0523295 0.0367595 0.0545867 0.0448849 0.0453899 0.0424359 0.0373637 0.0367123 0.0404291 0.0364333 0.0362011 0.0369689 0.0382889 0.03486 0.0309413 0.0300743 0.0287169
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 -0.14832499999999996 0.10252500000000002 -1.0000000180025095e-35 -0.07384499999999998 -0.029304999999999998 0.09487000000000001 -0.11242999999999999 -0.085669999999999982 -0.083994999999999986 -0.55045999999999984 -0.52556499999999995 0.10861000000000003 0.12757000000000002 -1.0000000180025095e-35 0.0059850000000000016 -1.0000000180025095e-35 0.104315 0.013515000000000001 0.083985000000000018 -0.016104999999999998 0.14925000000000002 0.048770000000000008 -0.0026549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 9 29 -11 -7 13 -13 18 -16 -17 -18 23 -19 -10 27 -12 24 25 26 -8 -22 -4 -5
right_child=1 2 28 8 -6 11 14 -9 20 10 22 12 -14 -15 15 16 17 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0060743456202730231 0.006826773602412739 0.0080435721112215638 -0.00028984179131203699 0.0031871230262000374 0.0087206579469473969 0.0021263740494759987 0.0045603340629626204 -0.00077241901773959397 0.00010092767505821858 0.0079654867569992297 0.0025558804371216032 0.0083668079770480592 0.001911359034980146 0.0054636329110538664 0.0016333108970328519 0.0018527691415511074 0.010177640286918697 0.0066067865993667948 0.0053491553011159581 0.0026984650549275106 0.0031913681768718327 0.0075409827777184555 0.0065958722233318157 0.0044947706102844215 0.0045111019546831294 0.012142296742725496 0.0082833648837966189 -0.00090383719303645206 0.0033438885851544056 -0.0013370857131667436
leaf_weight=49 102 28 69 47 89 32 27 20 44 61 49 84 39 238 23 20 35 1134 83 25 238 20 41 31 28 24 367 20 34 20
leaf_count=49 102 28 69 47 89 32 27 20 44 61 49 84 39 238 23 20 35 1134 83 25 238 20 41 31 28 24 367 20 34 20
internal_value=0 0.00377308 0.00330888 0.00374395 0.00654116 0.00645529 0.00666493 0.00408978 0.00352101 0.00460833 0.00583817 0.00545991 0.0057554 0.00622098 0.00676381 0.0064595 0.00655093 0.00662963 0.00743601 0.00652248 0.00278487 0.00320967 0.00439632 0.00779914 0.00802881 0.00826445 0.00802823 0.00287391 0.000909642 0.00183661
internal_weight=0 773 671 568 2348 2259 1866 69 540 218 151 393 361 322 1797 1237 1214 1194 560 1159 322 278 90 477 446 418 394 258 103 67
internal_count=3121 773 671 568 2348 2259 1866 69 540 218 151 393 361 322 1797 1237 1214 1194 560 1159 322 278 90 477 446 418 394 258 103 67
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 2 1 2 4 4 4 2 2 475 47 14 52 0 1 52 16 48 447 13
split_gain=37.7072 5.94783 3.41896 3.13554 2.08616 1.75638 1.15321 1.09396 1.00801 0.904063 0.815277 0.749033 0.666244 0.634499 0.453845 0.437876 0.397298 0.389887 0.328325 0.215261 0.21278 0.164688 0.160872 0.230197 0.145677 0.144933 0.144356 0.309491 0.137482 0.136045
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.14960000000000004 0.089625000000000024 0.090425000000000019 -0.55119499999999988 0.27287000000000006 0.42051500000000003 0.089885000000000007 -0.0091949999999999983 -0.082014999999999991 0.090100000000000013 -0.23083499999999998 -0.56176499999999996 -0.030209999999999997 0.11654500000000001 0.039215000000000007 -0.29154999999999992 0.083685000000000009 0.084065000000000015 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 12 11 -5 -6 15 16 14 18 -1 19 -4 28 -14 -7 21 -3 -21 25 26 -24 -23 -28 -16 -18
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 -13 13 -15 17 -17 29 -19 -20 22 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001276515662169256 0.00095415720538650551 0.00049072258860099029 0.00035219671682626554 0.00086807042157283911 0.00084506298866235104 0.0010179459769776799 0.0012193409374254777 0.00050787656085795685 0.00044914376178458961 0.00043908734568486025 0.00057782741603448556 -1.0713874936828722e-05 0.00069091818077078452 0.00057788715921723468 0.0010097344661426908 0.00061033072310538749 0.00010895961584948493 0.00093570786878564925 0.00093482324477118259 0.0010439432602302701 0.00053042656079651835 0.00045798174744727567 0.00084217142571179552 0.00073220531941109489 0.0002138823822168969 0.00092766543481020113 0.00014824204783396225 0.00039856932342644246 0.00084557638850574397 0.00027517529124138399
leaf_weight=21 71 31 58 34 71 44 76 37 63 30 39 79 23 23 1018 23 78 419 274 20 33 42 162 45 31 144 28 59 20 25
leaf_count=21 71 31 58 34 71 44 76 37 63 30 39 79 23 23 1018 23 78 419 274 20 33 42 162 45 31 144 28 59 20 25
internal_value=0 0.000417409 0.000354105 0.000941463 0.000490525 0.000955717 0.000982755 0.000194046 0.000595984 0.000724476 0.000849489 0.000145664 0.000972755 0.000891638 0.000990318 0.000873678 0.000222395 0.000986193 0.000915935 0.000888273 0.000385038 0.000359918 0.000872894 0.000863148 0.000334575 0.000882404 0.000363578 0.000318004 0.00100657 0.000149303
internal_weight=0 673 602 2448 325 2351 1874 277 97 101 477 240 1798 320 1478 438 161 1457 297 415 224 191 371 351 160 306 129 87 1038 103
internal_count=3121 673 602 2448 325 2351 1874 277 97 101 477 240 1798 320 1478 438 161 1457 297 415 224 191 371 351 160 306 129 87 1038 103
is_linear=0
shrinkage=0.00196078


Tree=7833
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 0 45 4 1 1 2 2 9 0 4 16 14 16 2 2 3 4 0 160 4 4 475 3 151 0
split_gain=0.484444 0.116556 0.0698805 0.0528329 0.0454923 0.0442021 0.0405289 0.0449711 0.0455141 0.050365 0.0356761 0.0353511 0.0603233 0.0404302 0.0335929 0.0391433 0.0308965 0.0411513 0.0306883 0.0297044 0.0277935 0.0390425 0.0305813 0.0452153 0.0319064 0.0517445 0.0324761 0.0270237 0.0365566 0.0265811
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.4136149999999999 0.18019500000000002 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.13913500000000004 0.10252500000000002 -1.0000000180025095e-35 -0.07384499999999998 -0.050494999999999991 0.10246000000000001 -0.46413499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.088745000000000004 0.086245000000000016 -0.49013999999999996 -0.085669999999999982 -0.55248999999999981 -0.39518999999999993 -0.14098499999999997 -0.086169999999999983 0.088060000000000013 -0.033849999999999991 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 10 19 -10 20 12 -6 -14 -13 16 -16 27 -15 -9 22 -22 -1 -24 -25 -26 -27 -18 -29 -23
right_child=1 2 -4 4 11 -7 -8 8 9 -11 -12 14 13 18 15 -17 17 -19 -20 -21 21 29 23 24 25 26 -28 28 -30 -31
leaf_value=0.0074870043323347485 0.0068904018262971895 0.007932147416951401 0.00086568953363152536 0.0081572583713568746 0.0018572914322886839 0.0026776854979938696 0.010946518631482667 0.009608728032220494 -0.00077587025748057799 0.0052973061825873123 0.0026080677336722149 0.0060749098815274646 0.0077156475140677337 0.0025419785967809435 0.0054723128676414491 -0.0017321609950158745 0.0018222143950338975 -0.0020916324562858793 0.0063573498153001885 0.0057660711379696993 0.0077994856118623699 0.0052434401725454695 0.0019264084612950684 0.0089874719694785585 0.0025043632121135792 0.0094076837499647639 0.0066023815137370434 0.0017560757049496342 0.006190955924528947 0.0011607007386729769
leaf_weight=670 102 28 103 20 67 28 22 22 22 36 20 26 52 49 34 22 138 20 37 235 42 52 20 59 30 43 1024 34 41 23
leaf_count=670 102 28 103 20 67 28 22 22 22 36 20 26 52 49 34 22 138 20 37 235 42 52 20 59 30 43 1024 34 41 23
internal_value=0 0.00374092 0.00326216 0.00369673 0.00347712 0.00662714 0.00667481 0.00663391 0.00552398 0.00299369 0.00681023 0.00329711 0.00431918 0.00551444 0.00263196 0.00232221 0.00265628 0.00224536 0.00418348 0.00609501 0.00685304 0.00535841 0.00694777 0.00664055 0.00672211 0.00660027 0.00671543 0.00265259 0.00418048 0.0039914
internal_weight=0 773 671 568 540 2348 2320 2298 315 58 1983 520 205 138 315 289 267 233 86 257 1963 117 1846 1176 1156 1097 1067 213 75 75
internal_count=3121 773 671 568 540 2348 2320 2298 315 58 1983 520 205 138 315 289 267 233 86 257 1963 117 1846 1176 1156 1097 1067 213 75 75
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 47 2 1 2 4 150 12 4 2 47 475 4 3 15 10 15 0 16 3 16
split_gain=17.6067 2.76805 1.6614 1.50927 1.04615 0.856963 0.485048 0.452829 0.408463 0.396744 0.391028 0.323946 0.296907 0.359731 0.286499 0.240431 0.204585 0.277132 0.191549 0.153848 0.12914 0.120405 0.119577 0.106795 0.168862 0.0926967 0.156757 0.12755 0.0887573 0.0873557
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.13082500000000002 0.14753000000000002 0.089625000000000024 0.090050000000000005 0.27834500000000006 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 -0.0091949999999999983 0.090100000000000013 -0.082014999999999991 -0.036839999999999991 -0.12018999999999998 -0.41942499999999994 -0.38124499999999995 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 -0.010424999999999999 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 19 6 12 -5 -6 15 11 14 16 18 -4 20 17 -1 -14 -3 -7 -2 -18 -13 -25 -19 27 -27 -16 -24
right_child=1 2 10 7 8 9 -8 -9 -10 -11 -12 23 13 -15 28 -17 22 25 -20 -21 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011063022634673631 0.000891300300172731 0.00043328901818416994 0.00049111926989794214 0.00077950473672859662 0.00077607489544131818 0.00090348314081105917 0.0010190402852492436 0.00049872022821288806 0.00050319140935255809 0.00058300773514356969 0.00051886584602227608 0.00028871874959555033 0.00065184133691047869 0.00057408953461418643 0.00037084854033560499 0.00061997401019789615 0.00069426600669139356 0.00098471298465089359 0.00083816600411623057 0.00057827494263790647 0.00078987477100603113 0.00072234257617417505 0.00086533031625629392 0.00026526920132192912 4.7073541939550752e-05 0.00087616212812124516 0.00088204670605985093 0.00070711071284662564 0.00025655734116259213 0.00079727738219148971
leaf_weight=21 50 191 40 34 71 43 76 63 30 39 34 32 23 24 41 30 24 31 273 33 365 24 181 25 30 32 1031 37 72 121
leaf_count=21 50 191 40 34 71 43 76 63 30 39 34 32 23 24 41 30 24 31 273 33 365 24 181 25 30 32 1031 37 72 121
internal_value=0 0.000478731 0.000434532 0.000836829 0.000529349 0.000846718 0.000865605 0.00059714 0.00069502 0.000772517 0.000322066 0.000294186 0.000859119 0.000804968 0.000348508 0.000789391 0.000870843 0.000883115 0.000823688 0.000454649 0.000801848 0.000836503 0.000827478 0.000198654 0.000146253 0.000878971 0.000875991 0.000785511 0.000298026 0.000838064
internal_weight=0 673 599 2448 325 2351 1874 97 101 477 274 240 1798 320 153 438 1478 1152 296 224 408 74 326 87 55 1131 1100 69 113 302
internal_count=3121 673 599 2448 325 2351 1874 97 101 477 274 240 1798 320 153 438 1478 1152 296 224 408 74 326 87 55 1131 1100 69 113 302
is_linear=0
shrinkage=0.00196078


Tree=7835
num_leaves=31
num_cat=0
split_feature=1 4 2 12 14 4 0 0 15 0 1 15 1 150 0 12 156 48 4 157 0 50 51 156 2 3 43 16 51 4
split_gain=0.472762 0.115619 0.0803394 0.0668553 0.0445031 0.0424365 0.0444255 0.0553943 0.0365143 0.0394251 0.0472227 0.0683419 0.0362229 0.0589503 0.0336123 0.044184 0.0349729 0.0430929 0.0478137 0.0483617 0.0339212 0.0336133 0.0313731 0.0340951 0.0310793 0.0295571 0.0290368 0.0277466 0.0287376 0.0276455
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 -0.14832499999999996 -0.045854999999999993 -0.10474999999999998 0.14000500000000002 -0.40580499999999992 0.083345000000000016 0.091105000000000005 -0.07929499999999999 -0.083994999999999986 -0.0071349999999999998 0.093265000000000015 -0.50052499999999989 -0.077609999999999985 -0.079829999999999998 0.10917 -0.14596499999999998 0.090500000000000011 0.087245000000000003 -0.10023499999999998 -0.0040649999999999983 -0.008069999999999999 -0.016074999999999996 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 9 -4 -11 -12 24 -14 20 -16 -17 18 25 -20 21 22 -8 -24 -7 -18 27 -21 -29 -5
right_child=1 2 8 29 -6 12 14 -9 -10 10 11 -13 13 -15 15 16 17 -19 19 26 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0060391839038894269 0.0074059935615738287 0.0031217192990266856 0.0053449874840162956 0.0069981403742632314 0.0087999130022356261 0.0098852278897538781 0.011156083133537324 -0.00020598437753506006 -0.0016703094865079039 0.0031853574373777588 0.0025813138154758652 -0.0053941621758332031 0.0054699947828715997 -0.00033896146761253478 0.0019302467248685984 0.0093329892085181974 0.012093549906276167 0.0028993951760836554 0.0016865034548876187 0.0078555001851074377 0.010248525941963583 0.0054896213440506179 0.0072637631178124537 0.0039448553721740613 0.0058095278676924432 0.0075699876555098376 0.0052752790278159517 0.0083747634762954531 0.0049398770072667676 0.0044865655027284184
leaf_weight=49 78 356 29 72 89 20 20 20 32 51 22 21 58 25 23 38 20 37 24 149 34 124 946 32 290 52 172 33 93 112
leaf_count=49 78 356 29 72 89 20 20 20 32 51 22 21 58 25 23 38 20 37 24 149 34 124 946 32 290 52 172 33 93 112
internal_value=0 0.00375534 0.00334563 0.00392165 0.00660656 0.00652014 0.00671905 0.00422899 0.00133884 0.0021217 0.00112728 -0.00131369 0.00557571 0.00372031 0.00681466 0.00623386 0.00639403 0.00620148 0.00642648 0.0060596 0.00713671 0.00704242 0.00723535 0.00715517 0.00607248 0.00882653 0.00629439 0.0069318 0.00583949 0.00546936
internal_weight=0 773 695 540 2348 2259 1866 69 155 123 94 43 393 83 1797 641 618 580 543 471 1156 1122 998 978 310 72 447 275 126 184
internal_count=3121 773 695 540 2348 2259 1866 69 155 123 94 43 393 83 1797 641 618 580 543 471 1156 1122 998 978 310 72 447 275 126 184
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 44 14 0 1 4 3 51 16 401 4 51 13 3 124 2 475 131 48 14 43 0 13 12 13 52
split_gain=0.382937 0.0936515 0.0650749 0.0541528 0.0400079 0.0352279 0.0357822 0.0518092 0.0553741 0.035565 0.0342109 0.0341215 0.0327346 0.0653253 0.0539319 0.0411624 0.0462918 0.0336655 0.0417893 0.0334422 0.0327817 0.0305612 0.0260355 0.0276412 0.0297859 0.027177 0.0293056 0.0259178 0.0267301 0.0257493
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.18019500000000002 0.081805000000000017 0.062655000000000016 -0.13027499999999997 0.081670000000000006 0.024790000000000003 -0.0049599999999999991 0.10532000000000001 0.013515000000000001 0.080710000000000018 -0.52556499999999995 0.11548000000000001 -0.0021749999999999994 -0.055119999999999995 -0.072314999999999977 0.084655000000000022 -0.086169999999999983 0.089785000000000018 -0.068459999999999979 -0.46413499999999996 0.0041500000000000009 -0.019414999999999998 -1.0000000180025095e-35 0.092465000000000006 -0.099939999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 22 5 6 7 8 -1 12 -10 -4 15 14 -14 17 -17 -9 -19 21 -21 -16 -3 -24 25 -25 -27 -5 -29 -13
right_child=1 2 11 27 -6 -7 -8 9 10 -11 -12 29 13 -15 19 16 -18 18 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0068810697537051843 0.0066653942453483925 0.0051799435173473666 0.00031516144910966162 0.0076662514192290037 0.0021884860094749975 0.010068419336208277 0.00791992175371878 0.0063910239167028066 -0.0011011218818436778 0.0049192033577398799 0.0035785418749523547 0.0011110599036328495 0.0095533780680852956 -0.00023697818251093851 1.9027202645139326e-05 0.005833164354424096 0.00031828011902373124 0.0055881246458739046 0.011404432049021127 0.0083205098740574794 0.0052511718870980831 0.0048192536594190948 0.0054427786890802717 0.0030043069274338411 -0.00089506734096046021 0.0029763399091150083 -0.0021905364711647451 0.0010918129168983018 0.0049289249298128009 0.0061246628961747606
leaf_weight=41 78 41 114 29 28 21 89 1319 21 269 61 20 32 20 21 45 23 21 30 41 230 36 29 214 28 21 23 21 134 21
leaf_count=41 78 41 114 29 28 21 89 1319 21 269 61 20 32 20 21 45 23 21 30 41 230 36 29 214 28 21 23 21 134 21
internal_value=0 0.00337981 0.00301107 0.00352949 0.0059459 0.00599125 0.00595401 0.00587484 0.00388042 0.00599238 0.00238009 0.00120495 0.00615117 0.00532571 0.00563475 0.0063693 0.00396784 0.0064885 0.00900948 0.00525245 0.00571554 0.00305075 0.00280955 0.00250102 0.00220273 0.00253892 0.000275473 0.00492242 0.00440906 0.003679
internal_weight=0 773 695 540 2348 2320 2299 2210 123 2087 82 155 1818 380 360 1438 68 1370 51 328 271 57 356 315 286 258 44 184 155 41
internal_count=3121 773 695 540 2348 2320 2299 2210 123 2087 82 155 1818 380 360 1438 68 1370 51 328 271 57 356 315 286 258 44 184 155 41
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 14 2 1 2 4 1 49 39 0 40 50 52 15 1 12 1 11 0 1 4 474 151
split_gain=11.2711 1.85177 0.949747 0.831725 0.627926 0.553262 0.501512 0.398106 0.382028 0.347593 0.293239 0.261947 0.183846 0.143667 0.134214 0.108384 0.104355 0.103561 0.100699 0.0959393 0.0955719 0.0858602 0.0850623 0.0782277 0.0734077 0.0724016 0.0807208 0.0721539 0.0694542 0.0693624
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.062655000000000016 0.10613000000000002 0.077845000000000011 0.089885000000000007 -0.15289999999999995 0.091195000000000012 -0.054984999999999992 0.095830000000000012 -0.22491999999999998 -0.077474999999999988 0.041865000000000006 -0.16675999999999999 -0.089964999999999976 0.12958500000000003 0.095780000000000018 0.13075500000000004 0.084680000000000019 -0.10224499999999999 0.14754500000000001 0.022185000000000003 0.081755000000000008 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 17 8 11 21 -4 13 -11 -1 -2 -14 -13 -3 20 -10 25 -8 28 -5 -16 -6 -27 -24 29 -18
right_child=1 4 10 23 18 -7 9 -9 19 12 -12 16 15 -15 24 -17 22 -19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0007211274788737588 0.00049544193091955531 0.00031356672621551631 0.00066421894612265565 0.0004250796648885429 0.00030087127952891236 0.00048461184181422117 0.00061398509851170254 0.00044608822159371731 0.00071017101872712369 0.00055258583277463915 0.00042630330031950998 0.00054822890392315941 0.00037827804201546523 0.0006663078519909139 0.00062865073149715269 0.00025108225789724611 0.00058597903182330846 0.0001847367760363449 0.00030399846056332954 0.00086546901708994155 5.3290834188886288e-05 0.00045207712287996331 0.00066300856996548592 0.0002926245926775866 0.00073609772291906707 0.0002410739879397785 7.1118292803106528e-05 0.00059264392689322711 0.00074597053281369918 0.00068513637535788999
leaf_weight=1117 23 47 28 60 20 48 34 24 20 20 69 27 132 220 87 32 29 49 26 65 22 20 241 24 34 22 21 73 68 419
leaf_count=1117 23 47 28 60 20 48 34 24 20 20 69 27 132 220 87 32 29 49 26 65 22 20 241 24 34 22 21 73 68 419
internal_value=0 0.000398603 0.000685118 0.000542293 0.000324981 0.000692963 0.000367443 0.000697305 0.000699951 0.000415698 0.00049498 0.000694954 0.000375104 0.000712107 0.000632744 0.000353459 0.000668193 0.00024781 0.000197215 0.000828928 0.000164552 0.000554019 0.000672096 0.000387235 0.000658842 0.000203405 0.000158072 0.00064665 0.00068758 0.000678718
internal_weight=0 673 2448 228 445 2351 334 2303 2279 238 97 2194 184 1337 144 164 857 96 111 85 85 54 830 84 121 63 43 314 516 448
internal_count=3121 673 2448 228 445 2351 334 2303 2279 238 97 2194 184 1337 144 164 857 96 111 85 85 54 830 84 121 63 43 314 516 448
is_linear=0
shrinkage=0.00196078


Tree=7838
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 13 160 0 14 45 0 51 1 10 11 12 39 3 1 15 12 2 42 1208 1213 15 151 50 123 133 484
split_gain=0.365512 0.0876608 0.0581526 0.0448982 0.0413638 0.0387824 0.0351852 0.031304 0.0317287 0.046256 0.0538097 0.06369 0.0334188 0.0290045 0.0298319 0.0359154 0.0263026 0.0255434 0.0255096 0.0282893 0.0249296 0.024799 0.0246554 0.0329406 0.0304153 0.023763 0.0233673 0.0224744 0.0290903 0.0330298
threshold=0.10124500000000002 -0.40967499999999996 0.31534000000000006 -0.049894999999999995 -0.47860499999999995 -0.4136149999999999 0.22582000000000002 0.062655000000000016 0.081955000000000014 -0.13027499999999997 -0.040379999999999992 0.085110000000000005 -0.015579999999999998 0.084110000000000004 -0.10022999999999999 0.095830000000000012 -0.0037349999999999996 0.11453000000000001 0.090455000000000021 0.086095000000000019 0.14960000000000004 0.11457500000000002 0.099975000000000008 -0.0043299999999999996 0.091475000000000015 -0.0083949999999999979 0.10450500000000001 0.091810000000000017 -1.0000000180025095e-35 0.094140000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -5 7 8 9 10 -1 -12 -11 14 -7 20 -13 -15 19 -9 26 -14 23 -23 -25 -18 27 28 -16 -30
right_child=1 2 4 5 -6 13 -8 18 -10 12 11 16 21 17 15 -17 25 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00070580108523634938 0.0060918283018205933 0.0072205820041874955 0.0022032135981135069 0.0074389279901515698 -0.0022314426729060483 0.0062080673711455391 0.001691075279377401 0.011255381985342709 0.0096092441669580614 0.0019338686462669148 0.0078953906175362448 -0.00017923283157870174 0.0060421721518495392 0.0076529792773172914 -2.2741581132221553e-06 0.00069059700853640925 0.0066996356088202457 0.0033630002087115178 0.0057813296486672605 0.0064999916738915173 2.8464015944067525e-05 0.0066210327603455112 0.0069917306113623182 0.004717668005690465 0.00092150976553780203 0.0018248997660703027 0.0055942639934882105 0.0059026164346900976 0.0026938231055454883 0.006936782710254193
leaf_weight=21 102 28 58 20 33 23 20 29 22 21 41 20 1917 23 36 87 20 35 38 22 27 35 37 46 39 20 36 23 222 20
leaf_count=21 102 28 58 20 33 23 20 29 22 21 41 20 1917 23 36 87 20 35 38 22 27 35 37 46 39 20 36 23 222 20
internal_value=0 0.0033605 0.0029453 0.00331405 0.000595042 0.0031159 0.00586753 0.00590341 0.0058303 0.0057928 0.00389996 0.00485759 0.00590302 0.00295338 0.00269509 0.00251593 0.00278177 0.0050642 0.00774266 0.00920404 0.00295221 0.00594321 0.00473492 0.00403906 0.0029759 0.00426227 0.00318646 0.00289848 0.00264994 0.00304448
internal_weight=0 773 671 580 91 552 2348 2328 2239 2217 122 101 2095 532 474 451 60 58 89 51 364 2074 157 120 85 40 337 301 278 242
internal_count=3121 773 671 580 91 552 2348 2328 2239 2217 122 101 2095 532 474 451 60 58 89 51 364 2074 157 120 85 40 337 301 278 242
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=31
num_cat=0
split_feature=1 1 12 12 47 4 2 4 14 1 2 10 2 4 13 2 0 16 2 1 52 52 1 4 12 11 3 43 49 48
split_gain=21.5741 3.22478 2.55578 1.83518 1.03965 0.998277 0.958243 0.725486 0.716299 0.541559 0.503973 0.396554 0.369425 0.290565 0.271273 0.244965 0.236401 0.232365 0.233341 0.21573 0.21278 0.20159 0.180183 0.145115 0.140149 0.144771 0.305453 0.245257 0.131313 0.119278
threshold=0.10508500000000001 0.13075500000000004 0.087215000000000015 -0.029094999999999999 0.13082500000000002 0.36766000000000004 0.13754500000000003 0.40473500000000007 0.062655000000000016 0.092845000000000025 0.089775000000000008 -1.0000000180025095e-35 0.14122000000000004 0.42642000000000008 -0.28558999999999996 0.094835000000000017 -0.22491999999999998 0.023255000000000001 0.11411 0.086920000000000011 -0.16675999999999999 -0.56176499999999996 0.14804000000000003 -0.0070899999999999991 0.11734000000000001 1.0000000180025095e-35 -0.11171999999999999 -0.016814999999999997 0.088340000000000016 0.12118000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 9 11 6 8 23 10 15 19 22 17 14 -13 -1 -12 29 -19 -5 -10 -18 -3 -4 25 26 27 -23 -17 -2
right_child=1 4 7 5 -6 -7 -8 -9 20 -11 16 13 -14 -15 -16 28 21 18 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093325880937883497 0.0004842161167962981 0.00020171314657029194 0.00090749127019357841 0.00094661169826634241 0.00060366325205882146 0.00052159051575139065 0.00059501514111205765 0.0005314763286868397 0.00091010326848310575 0.00054545056980171867 0.00069143647622807523 0.00027272027634157268 0.00024743542659516431 0.00024995856704427519 0.00057909599647802462 0.00059934933061157566 0.0010022320791527079 0.00073072059511977163 0.00045541865952020762 0.00089184899149828906 0.0011405670083786683 0.00086039906155829337 -1.645811024966937e-05 0.00077791920920270536 0.00075975793966635027 0.0010026714209850657 0.00087941759891099075 0.0005883990504622999 0.00079700119939504885 0.00032757976754150246
leaf_weight=28 170 43 73 917 39 26 37 35 20 66 28 20 25 90 25 24 45 29 20 396 67 25 22 61 44 32 639 26 28 21
leaf_count=28 170 43 73 917 39 26 37 35 20 66 28 20 25 90 25 24 45 29 20 396 67 25 22 61 44 32 639 26 28 21
internal_value=0 0.000493708 0.00059443 0.000890104 0.000310806 0.000903625 0.000907989 0.00078285 0.000913161 0.000676927 0.000906109 0.000253698 0.000474268 0.000314282 0.000442929 0.000785396 0.000868572 0.000497897 0.000618352 0.000930095 0.00108759 0.000874687 0.000127871 0.000848507 0.000867195 0.000873742 0.000867763 0.000721732 0.000705777 0.000466994
internal_weight=0 673 434 2448 239 2302 2276 169 2239 146 2152 200 265 135 45 80 839 240 49 1313 87 811 65 134 766 722 690 51 52 191
internal_count=3121 673 434 2448 239 2302 2276 169 2239 146 2152 200 265 135 45 80 839 240 49 1313 87 811 65 134 766 722 690 51 52 191
is_linear=0
shrinkage=0.00196078


Tree=7840
num_leaves=31
num_cat=0
split_feature=1 4 457 3 124 2 2 2 2 42 149 11 4 0 160 479 159 52 1212 16 42 42 481 3 12 2 1 3 1429 3
split_gain=0.377424 0.0821908 0.0520039 0.0523059 0.0422991 0.0399594 0.0360523 0.0301793 0.029683 0.0285467 0.0277433 0.0275028 0.0276924 0.0489714 0.0321031 0.0337919 0.0279966 0.0544894 0.0368922 0.073657 0.0327625 0.036306 0.0279296 0.0288472 0.0281699 0.035528 0.0501429 0.0296356 0.0269135 0.0422949
threshold=0.10337500000000001 0.27287000000000006 0.079590000000000008 -0.07793499999999999 -0.076779999999999987 0.25063000000000007 0.14285500000000004 0.14285500000000004 -0.0050599999999999994 -0.0060199999999999993 0.07770500000000001 0.095720000000000013 -0.082249999999999976 -0.038659999999999993 -0.54913999999999985 0.098035000000000011 -0.085489999999999997 0.11277500000000001 0.089995000000000019 -0.079734999999999986 0.079510000000000011 0.088795000000000013 -0.009074999999999998 0.090900000000000009 0.08493500000000001 0.082850000000000021 0.083135000000000014 -0.075944999999999985 0.083810000000000009 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 10 11 8 -5 -1 -3 12 16 14 -14 22 -6 18 20 -20 -18 -22 28 24 25 27 -27 -24 29 -16
right_child=1 5 -4 7 6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0059826126734454504 0.0064829360321981087 0.0021824536998017361 0.0012757284105755391 0.0013510895468893328 0.0096320451947019235 -0.0017845357714880569 0.0030255885460437875 0.0012938161656309507 0.0048634876107251715 0.0024715061830775406 0.0058749205919659958 0.0024001443717861551 0.0088455359733320381 0.00099448435939848419 0.010265313888190908 0.003034689681080636 0.0066882985112349932 0.0024692319198361332 0.0066921532540669994 -0.00030587027292876018 0.011061269252968487 0.0070863696323983649 0.012079169938252086 0.0036053874733624983 0.0056911470050265865 0.0069258171743007682 0.0026836366470282275 0.0072445778056135172 0.0039136593843894923 0.0065771483342857359
leaf_weight=39 114 271 50 28 31 24 39 38 171 57 22 20 38 20 44 40 372 31 53 21 40 54 21 56 1055 179 33 32 22 106
leaf_count=39 114 271 50 28 31 24 39 38 171 57 22 20 38 20 44 40 372 31 53 21 40 54 21 56 1055 179 33 32 22 106
internal_value=0 0.00334172 0.004293 0.00472281 0.00595462 0.00213837 0.00604021 0.00387617 0.00436928 0.00389789 0.0024597 0.00609204 0.00612489 0.00591263 0.00597313 0.00590439 0.00670525 0.00654636 0.00678041 0.00470623 0.00710979 0.00877782 0.00597854 0.00582837 0.00592267 0.00684442 0.00626548 0.00916017 0.00717995 0.00765901
internal_weight=0 718 401 351 2403 317 2307 237 199 96 293 2268 2248 1646 1626 1588 602 571 540 74 466 94 1548 1376 1320 265 212 53 172 150
internal_count=3121 718 401 351 2403 317 2307 237 199 96 293 2268 2248 1646 1626 1588 602 571 540 74 466 94 1548 1376 1320 265 212 53 172 150
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 2 4 2 1 13 4 1 11 11 0 50 1 2 43 1 1 4 15 1 4 4 52 3 159 43
split_gain=18.7831 2.20403 1.97519 1.77743 1.34449 0.92077 0.91126 0.624477 0.502025 0.467003 0.450757 0.32614 0.290326 0.263253 0.24989 0.227917 0.222131 0.21582 0.214021 0.196821 0.185636 0.15496 0.148466 0.155235 0.1426 0.1216 0.178038 0.121771 0.186189 0.165634
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.40124500000000002 0.092235000000000025 0.09253500000000002 -1.0000000180025095e-35 0.024790000000000003 0.088770000000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.066689999999999985 0.11266000000000001 0.10124500000000002 0.086000000000000007 -0.050459999999999998 0.12765500000000005 0.12337000000000002 -0.0070899999999999991 -0.087894999999999987 0.14699000000000004 0.42051500000000003 0.0052350000000000009 0.039215000000000007 -0.091354999999999978 0.0089800000000000019 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 7 19 11 -4 20 -11 13 16 -1 17 22 25 -13 -12 21 -2 -5 23 -3 -22 27 -27 29 -29 -9
right_child=1 15 8 6 -6 -7 -8 12 -10 10 18 14 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00088616819459322652 0.00042085476063501956 0.00030990128463436785 0.00077513574698838948 0.00088350599010785424 0.00050842566825530619 0.00055925156190699227 0.00043265250457533134 0.000871782966778469 0.00048906778336448302 0.00073617277979975992 0.00027165479426199165 0.0008525870952866047 0.00091046135292087666 0.0010125964509313972 0.00063694705448898614 0.00040556775939926489 0.00062033681600701573 0.00064257440577242882 0.00050492204612640542 0.00059560871292618702 0.00040776144669277525 0.00072424685533292667 7.2664860788172763e-05 0.00013167703939943371 0.00024531805291647249 0.00071915447619531696 0.00083188225010093284 0.00082164010404666842 0.00097084656227907587 0.00067438618105681821
leaf_weight=1153 98 42 34 48 45 41 43 26 77 28 20 317 95 67 25 21 27 20 62 21 31 46 33 34 63 132 91 301 36 44
leaf_count=1153 98 42 34 48 45 41 43 26 77 28 20 317 95 67 25 21 27 20 62 21 31 46 33 34 63 132 91 301 36 44
internal_value=0 0.000443955 0.000832453 0.000507665 0.000844184 0.000850546 0.000676174 0.000855663 0.000576692 0.000419505 0.000521374 0.000877776 0.000809144 0.000893111 0.000826092 0.000218521 0.000794494 0.000840123 0.000448028 0.00076723 0.000361143 0.000805571 0.000182485 0.000230169 0.00029889 0.000801957 0.000765155 0.000822122 0.000837579 0.000747705
internal_weight=0 590 2531 460 2420 2375 158 2334 111 302 110 1582 752 1220 362 130 657 337 82 115 192 94 109 76 94 630 223 407 337 70
internal_count=3121 590 2531 460 2420 2375 158 2334 111 302 110 1582 752 1220 362 130 657 337 82 115 192 94 109 76 94 630 223 407 337 70
is_linear=0
shrinkage=0.00196078


Tree=7842
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 2 1 3 159 14 150 3 49 2 2 4 1 15 0 16 1 49 43 12 1 3 0 1
split_gain=9.93762 1.68344 0.794951 0.603856 0.589833 0.448023 0.346032 0.314075 0.266162 0.197026 0.193924 0.181557 0.174828 0.169753 0.156441 0.14515 0.142044 0.139142 0.215331 0.175681 0.129535 0.111695 0.111622 0.105168 0.104623 0.0966558 0.089398 0.0869297 0.0820968 0.0778451
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.089885000000000007 -0.064804999999999988 0.14285500000000004 0.09253500000000002 0.31370500000000007 0.08154500000000002 0.062655000000000016 1.0000000180025095e-35 0.076840000000000006 -0.054984999999999992 -0.090999999999999984 0.11474000000000002 -0.015039999999999998 0.086920000000000011 -0.15914499999999995 0.18019500000000002 -0.11676499999999999 0.13075500000000004 -0.054984999999999992 0.05259500000000001 0.095780000000000018 0.13075500000000004 -0.0069549999999999994 -0.057069999999999989 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 10 11 -6 17 -4 13 12 15 16 22 -2 -1 27 20 25 -20 24 -11 -8 -14 -7 -19 -5 -3 -24 -17
right_child=1 4 8 26 6 7 9 -9 -10 21 -12 -13 23 -15 -16 29 -18 18 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046880121616756212 0.00040705380322156 0.00043157825508750907 0.00057311849507493543 0.00038551072602327024 0.0004256126119987387 0.0006368249586905843 0.00026693281021808425 0.00041159329614698018 0.00035661725714750055 0.00016751867577885135 0.00024660831522298969 0.00074572953528326269 0.00038792959487960968 0.00032983924466751369 0.00057967188754428842 0.00064360910889334287 0.00033164805707449561 0.00060421241345609957 0.00057142851728142474 0.00032260106675619004 0.00046007989449243922 1.3529688418155012e-05 8.0968949165951336e-05 0.00021908687362534718 0.00056388718758944073 0.00053918622624691181 0.00024424631824242134 0.00059628396892414043 0.00021158818577015975 0.00060228366937859162
leaf_weight=20 24 22 34 61 28 356 49 39 61 55 41 59 37 50 127 1113 21 242 20 24 20 27 37 23 96 138 24 28 37 208
leaf_count=20 24 22 34 61 28 356 49 39 61 55 41 59 37 50 127 1113 21 242 20 24 20 27 37 23 96 138 24 28 37 208
internal_value=0 0.000343439 0.000609926 0.000477821 0.000273738 0.00061708 0.000218701 0.000583845 0.000434102 0.000195981 0.000364294 0.000639276 0.000401127 0.000233505 0.000552236 0.000634592 0.000466976 0.000591342 0.000565562 0.000435704 0.000614501 0.000116815 0.000194344 0.000323207 0.000621334 0.000580598 0.000345624 0.000523813 0.000146279 0.000637102
internal_weight=0 691 2430 236 455 2335 283 935 95 255 172 1400 131 173 151 1341 71 896 424 44 472 82 123 60 452 380 85 50 74 1321
internal_count=3121 691 2430 236 455 2335 283 935 95 255 172 1400 131 173 151 1341 71 896 424 44 472 82 123 60 452 380 85 50 74 1321
is_linear=0
shrinkage=0.00196078


Tree=7843
num_leaves=31
num_cat=0
split_feature=1 1 12 124 0 13 13 12 2 0 14 160 42 15 11 3 15 12 52 157 0 52 47 3 2 43 133 12 4 15
split_gain=0.436918 0.0922351 0.0724939 0.0447882 0.0381988 0.0390615 0.0532485 0.0440496 0.037033 0.0326925 0.0304536 0.0299065 0.0291962 0.0257843 0.0464037 0.095283 0.043351 0.0417322 0.0315568 0.03486 0.0311763 0.0547956 0.0356849 0.0289818 0.0312918 0.0255397 0.0292858 0.032874 0.0281992 0.0345461
threshold=0.10337500000000001 0.13075500000000004 1.0000000180025095e-35 -0.076779999999999987 0.024095000000000002 -0.0062949999999999994 0.10935500000000002 -0.10022999999999999 0.14285500000000004 -0.11991499999999998 0.062655000000000016 -0.021249999999999995 -0.0060199999999999993 0.040760000000000005 0.079300000000000009 -0.23446499999999998 0.081070000000000017 0.091625000000000012 0.42957000000000006 -0.08107499999999998 -0.11173999999999999 -0.080979999999999983 0.10813000000000002 0.092670000000000016 0.087245000000000003 0.0051600000000000005 -0.071719999999999992 0.088845000000000021 -0.080584999999999976 0.09006500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 5 7 -7 -3 10 -4 13 -11 -1 14 17 -16 -15 20 19 -19 21 -5 -22 24 -23 26 27 -18 -27 -30
right_child=1 4 9 8 -6 6 -8 -9 -10 11 -12 -13 -14 16 15 -17 25 18 -20 -21 22 23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0064352916123775333 0.0033866000307929914 0.0042093207993145502 0.0023315565493565219 0.0011233701333403588 -0.0011879022960783914 0.007050548085621936 0.0016094701737165451 0.00030745969276614886 0.0034760916510071511 0.0041421562726811868 0.008440988568369957 0.0071030795868754276 0.0028844658657091495 0.011171746550067127 0.0080858157093947128 -0.00030690132369918209 0.0074869515610971387 0.001741055024155815 0.0085558454562299734 0.0054417295321244254 0.0071748772954745264 0.010838601384311915 0.0033208852102980021 0.0040020658438960606 0.0061841903030514147 0.00401812626361908 0.0067875131160049567 0.01117128882218491 0.010320483638151062 0.0059934445320777748
leaf_weight=39 278 42 23 25 32 37 35 93 39 46 85 132 57 23 24 31 91 28 29 280 616 20 25 36 52 61 636 33 21 152
leaf_count=39 278 42 23 25 32 37 35 93 39 46 85 132 57 23 24 31 91 28 29 280 616 20 25 36 52 61 636 33 21 152
internal_value=0 0.00363206 0.00443266 0.00644337 0.00202751 0.00252457 0.00440558 0.00152137 0.00653143 0.00587946 0.00658397 0.0063379 0.00432699 0.00651167 0.0061907 0.00335538 0.00687966 0.00633106 0.00540224 0.0051053 0.00673547 0.00534217 0.00702457 0.00631874 0.00747708 0.00678034 0.00706161 0.00846746 0.00586684 0.00651869
internal_weight=0 718 479 2403 239 207 72 135 2307 201 2268 178 96 2183 1166 55 1017 1111 337 308 774 133 641 108 72 994 760 124 234 173
internal_count=3121 718 479 2403 239 207 72 135 2307 201 2268 178 96 2183 1166 55 1017 1111 337 308 774 133 641 108 72 994 760 124 234 173
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=31
num_cat=0
split_feature=1 2 0 30 44 3 14 14 11 10 130 123 132 3 2 13 12 149 49 2 49 52 11 52 49 455 3 49 16 48
split_gain=0.356455 0.0819124 0.0647946 0.0498113 0.0491684 0.0489693 0.0465106 0.0424126 0.0489601 0.0337798 0.0334701 0.0469137 0.033424 0.036726 0.0313904 0.0377691 0.0357761 0.030295 0.0463923 0.0457791 0.0268496 0.0317234 0.0257287 0.0321055 0.0254108 0.0252571 0.0257071 0.0239334 0.0238758 0.0431564
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 0.086065000000000016 1.0000000180025095e-35 0.30112000000000005 -1.0000000180025095e-35 0.076175000000000007 0.08740500000000001 -1.0000000180025095e-35 -0.0060099999999999989 0.087755000000000014 0.10613500000000002 0.42240500000000009 0.15361500000000003 -0.11122999999999998 0.095780000000000018 0.079000000000000015 -0.14811499999999997 -0.090999999999999984 0.14233500000000002 0.060015000000000006 0.075910000000000019 0.016565000000000003 0.12497000000000001 0.088555000000000009 -0.15447499999999995 -0.087004999999999985 -0.36241499999999999 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 7 9 -3 8 17 -2 -11 20 13 -7 15 -4 -17 18 -1 -20 21 -12 -9 -24 -18 26 -21 -8 -29 -30
right_child=5 2 14 -5 -6 12 27 22 -10 10 11 -13 -14 -15 -16 16 24 -19 19 25 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012577133560129866 0.00086898153837721207 0.0072943075932562357 0.0020225434115291726 0.0017187557199836842 0.010779050928318785 0.00075347283008423728 0.0053059427300468087 0.005665664320233567 0.00089970507426187409 -3.2669882816465007e-05 0.0047488146976102149 0.001543067880138232 0.0035798226053325027 -0.004250573690515012 0.001420580080732526 0.0066997862530156632 0.0051560397053943136 0.0090259806967029968 0.0023922786100868238 0.0027165537178516393 0.0020525115018244834 0.0087973202074257042 0.011497814556764019 0.0067328531151780715 0.0016367230766817281 0.0091014069272205237 0.0059449059024152089 0.0031188215677013017 -0.0033335146409544077 0.0022318699056325529
leaf_weight=22 57 20 31 28 21 55 20 29 20 23 100 57 26 20 21 177 190 30 37 25 27 24 31 26 23 25 1844 52 22 38
leaf_count=22 57 20 31 28 21 55 20 29 20 23 100 57 26 20 21 177 190 30 37 25 27 24 31 26 23 25 1844 52 22 38
internal_value=0 0.00562022 0.00458139 0.00590883 0.00596444 0.00238477 0.00280038 0.00591604 0.00582267 0.0030492 0.00358718 0.00398745 0.000490148 -0.00058094 0.00519386 0.00538207 0.00564911 0.00587232 0.00582388 0.0058759 0.00491017 0.0055324 0.00809059 0.00932432 0.00477602 0.00594396 0.00590172 0.00211948 0.00155047 0.000191229
internal_weight=0 2732 594 2138 2110 389 152 2089 2003 288 231 208 101 75 442 421 390 1983 1953 1931 151 124 86 57 213 1894 1869 132 112 60
internal_count=3121 2732 594 2138 2110 389 152 2089 2003 288 231 208 101 75 442 421 390 1983 1953 1931 151 124 86 57 213 1894 1869 132 112 60
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 11 0 0 4 457 1 13 1 4 15 0 0 0 39 49 12 50 4 15 16
split_gain=7.13821 0.869097 0.806467 0.465101 0.439572 0.397889 0.310258 0.261464 0.286496 0.219168 0.160151 0.140943 0.13331 0.132469 0.129915 0.148955 0.126146 0.125361 0.12439 0.190695 0.123772 0.096952 0.0951964 0.0951382 0.0901318 0.0863327 0.083001 0.080731 0.0739921 0.0746251
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.092550000000000007 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.23194499999999998 0.053180000000000012 0.10613500000000002 0.10089500000000001 -0.068269999999999983 0.086105000000000015 -0.059649999999999988 -0.03241999999999999 -0.13027499999999997 -0.073574999999999988 0.13134000000000004 0.095830000000000012 -0.012034999999999999 0.13597000000000004 0.041865000000000006 -0.033174999999999989 -0.089964999999999976 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 24 7 10 -3 -9 -5 20 14 -1 21 15 16 -11 -12 22 -20 -4 -8 -14 27 -2 -23 28 -10 29 -7
right_child=1 5 6 9 -6 26 13 8 23 11 17 -13 18 -15 -16 -17 -18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064790818488321626 0.00034232290988952358 0.00017207412491501806 0.00040364294280024131 0.00052666224522785918 0.00026687280771929117 0.00017274912686833938 0.00053034081690623701 0.00044326515403949246 0.00039295935530195579 0.00033389661012410448 0.00067283680614577059 0.00019741645021960626 0.00059426327603727706 0.00043797391793307138 0.00021890612017801581 0.00031854806866952253 0.00049461289108732455 0.00051553425513121824 0.00049132805133105808 0.0002967894444632629 0.0005429849353400496 0.00049108016389832294 0.00043994935101592073 0.00016381297610505147 0.0004875571172420834 0.00036315849572154507 0.00021913974011952703 0.00026264318015450748 -5.3587273334330625e-06 2.7774023074729771e-05
leaf_weight=22 20 90 25 31 74 43 338 42 22 28 64 21 51 125 20 68 57 28 76 26 1247 260 22 31 92 22 26 108 22 20
leaf_count=22 20 90 25 31 74 43 338 42 22 28 64 21 51 125 20 68 57 28 76 26 1247 260 22 31 92 22 26 108 22 20
internal_value=0 0.000273231 0.000512728 0.000434482 0.000384141 0.000222168 0.000528384 0.000260043 0.000299044 0.000373572 0.00054596 0.000349109 0.000504049 0.000496204 0.000367523 0.00038695 0.000441671 0.000624962 0.000485964 0.00044174 0.000540246 0.000507944 0.000547758 0.000261421 0.000461622 0.0004811 0.000122193 0.000284697 9.25388e-05 0.000126725
internal_weight=0 590 2531 422 186 404 2109 293 203 225 1364 194 197 745 173 153 85 92 175 102 1272 620 73 161 112 282 111 130 85 63
internal_count=3121 590 2531 422 186 404 2109 293 203 225 1364 194 197 745 173 153 85 92 175 102 1272 620 73 161 112 282 111 130 85 63
is_linear=0
shrinkage=0.00196078


Tree=7846
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 4 1 4 2 1 3 4 1 47 43 3 13 52 1 3 15 131 43 1 15 4
split_gain=13.8577 2.23368 1.36037 1.18412 0.831252 0.693356 0.451716 0.409417 0.374483 0.36095 0.357798 0.352589 0.341032 0.177397 0.17671 0.135291 0.169508 0.134232 0.125674 0.101457 0.0969512 0.0930604 0.0915193 0.0877055 0.080163 0.0797925 0.0760857 0.068363 0.0700996 0.0662413
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.17025000000000004 0.40473500000000007 0.09253500000000002 0.40945500000000007 0.089885000000000007 0.091195000000000012 0.30112000000000005 -0.013514999999999998 0.083345000000000016 0.090100000000000013 0.064745000000000011 -0.010424999999999999 -0.078279999999999975 -0.16675999999999999 0.15964000000000003 0.12745000000000004 -0.12563999999999997 0.091440000000000007 0.12266000000000001 0.11669000000000002 -0.14147499999999996 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 17 6 7 12 11 29 -5 14 13 -1 23 18 20 27 -14 -13 -17 -9 -10 -4 -22 -2 -20 -3 -29 -6
right_child=1 2 8 10 9 -7 -8 21 22 -11 -12 19 15 -15 -16 16 -18 -19 26 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00071706873403933828 0.0007190859817731355 0.00033806394983061297 0.00033457243013853096 0.00062600517443530562 0.00072089527167525948 0.0004517240490683726 0.00042223054915666578 0.00070920519300225174 0.00013263792870646813 0.00037195892188868489 0.00037641653346423602 0.00026573915849647313 0.00069349641289219877 0.00065615286758425185 0.0001969055644503783 0.00068473202860173574 0.00050561182451760252 0.00045349661679191383 0.00052480715945237824 0.00015042326760421459 0.00071787246994636333 0.00086215542632170567 -3.4520666174334929e-05 0.00047812247527093669 0.00060373017492327109 0.00057410370923724832 0.0006544472727502195 0.00032307296508616705 0.00016434889730732597 0.00058966656175314202
leaf_weight=1117 54 148 36 34 21 48 24 20 34 30 63 44 392 220 22 135 38 33 28 88 27 65 20 30 191 20 46 23 20 50
leaf_count=1117 54 148 36 34 21 48 24 20 34 30 63 44 392 220 22 135 38 33 28 88 27 65 20 30 191 20 46 23 20 50
internal_value=0 0.000358513 0.000318809 0.000676207 0.000404607 0.000684967 0.000689828 0.000692646 0.000217041 0.000552286 0.000463901 0.000252954 0.000687473 0.000707045 0.000349093 0.000656939 0.000630044 0.00033802 0.000679506 0.000188862 0.000643439 0.000826167 7.07273e-05 0.000399822 0.000617867 0.000679902 0.000605394 0.000318069 0.000249248 0.000628481
internal_weight=0 673 599 2448 325 2351 2303 2279 274 101 97 220 2194 1337 88 857 391 224 466 132 353 85 54 66 218 74 74 191 43 71
internal_count=3121 673 599 2448 325 2351 2303 2279 274 101 97 220 2194 1337 88 857 391 224 466 132 353 85 54 66 218 74 74 191 43 71
is_linear=0
shrinkage=0.00196078


Tree=7847
num_leaves=31
num_cat=0
split_feature=1 4 3 12 4 376 2 47 4 16 1 2 0 11 43 156 16 4 3 157 3 12 2 14 0 52 52 3 4 49
split_gain=0.389172 0.0625785 0.061215 0.0476757 0.0454481 0.0672834 0.0452461 0.043834 0.0380275 0.0501166 0.035458 0.0333121 0.0330221 0.0281906 0.0369424 0.0338414 0.0295708 0.0374926 0.0429164 0.030693 0.0310437 0.0246967 0.0367129 0.0229563 0.027745 0.0228179 0.0259769 0.0501611 0.0561368 0.0351837
threshold=0.11146500000000002 0.27834500000000006 0.31299000000000005 -0.010834999999999999 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.078345000000000012 -0.04890499999999999 -0.059624999999999991 0.10557500000000002 0.13754500000000003 -0.07384499999999998 1.0000000180025095e-35 -0.20207499999999998 0.14949500000000002 0.013515000000000001 -0.49013999999999996 -0.11171999999999999 -0.082509999999999986 0.088060000000000013 -0.42850999999999995 0.15950500000000004 -0.47013499999999991 -0.096374999999999975 -0.13993999999999998 -0.049749999999999996 -0.095524999999999985 -0.0019149999999999998 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 6 12 10 -8 -10 -1 13 -2 16 -15 -16 25 -18 -19 -20 -21 -4 -23 -6 -25 -5 27 -27 -29 -30
right_child=2 -3 21 11 23 -7 8 -9 9 -11 -12 -13 -14 14 15 -17 17 18 19 20 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0046870189773087498 0.0097504124743863947 0.0031579852515420358 0.0031156548298895363 0.0081983555915705383 0.0054471182104732308 -0.00051450012348747511 0.0066661006865055801 0.0085682332515716556 0.0042268435368541541 -0.0016052575721202987 0.0010022304096764857 0.0032415210649273116 0.0055387888075671644 0.0036594805053689265 0.0087544810333929496 0.004710142296738923 0.0074479847176842492 0.0010482402303471016 0.0078646573371952393 0.005228579228158183 0.0015410505216568709 0.0012607510085217656 -0.003572753401981159 0.0040278458841688314 0.0010917154389054439 0.0015668997985564849 0.0063770664901899171 0.0078963760697397575 0.0068841456000328718 0.0019756642822176219
leaf_weight=142 24 77 34 62 21 24 26 24 41 23 32 38 83 22 120 25 73 26 40 263 25 55 22 45 113 33 1476 69 23 40
leaf_count=142 24 77 34 62 21 24 26 24 41 23 32 38 83 22 120 25 73 26 40 263 25 55 22 45 113 33 1476 69 23 40
internal_value=0 0.00596642 0.00294865 0.0060518 0.00352522 0.00448452 0.00509354 0.00456195 0.00344109 0.00213093 0.00400936 0.00617813 0.00648345 0.00622671 0.00747784 0.00805718 0.00612862 0.00538451 0.00495899 0.00526899 0.00490848 0.000870928 -0.00012025 0.00234082 0.00192796 0.00631519 0.00624404 0.00505406 0.00592585 0.00376765
internal_weight=0 2610 511 2533 400 221 197 198 90 64 174 2335 107 2297 167 145 2130 427 354 328 288 111 77 179 158 1703 1641 165 132 63
internal_count=3121 2610 511 2533 400 221 197 198 90 64 174 2335 107 2297 167 145 2130 427 354 328 288 111 77 179 158 1703 1641 165 132 63
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=31
num_cat=0
split_feature=1 2 123 4 4 12 2 2 1 42 14 13 11 0 52 1 131 2 4 49 3 43 15 52 12 2 159 48 15 47
split_gain=13.026 1.57055 1.312 1.23667 0.930951 0.856663 0.615041 0.387789 0.318221 0.303773 0.277452 0.264496 0.222834 0.225864 0.267327 0.214186 0.172432 0.254981 0.152538 0.14117 0.133991 0.136344 0.13347 0.164172 0.127096 0.124862 0.116048 0.113023 0.110977 0.10834
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.36766000000000004 0.085055000000000006 0.14285500000000004 0.089885000000000007 0.12958500000000003 -0.076394999999999977 0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 0.091195000000000012 0.086835000000000009 0.31358000000000003 0.024790000000000003 -0.012034999999999999 -0.11171999999999999 -0.016814999999999997 0.040760000000000005 -0.07167999999999998 0.095780000000000018 -1.0000000180025095e-35 0.084250000000000005 0.083985000000000018 -0.42198999999999992 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 11 7 10 -5 -4 15 26 13 14 -9 -1 17 28 -13 -7 21 -15 23 -14 -22 -17 27 -2 -3 -21
right_child=1 16 9 8 -6 19 -8 12 -10 -11 -12 18 22 20 -16 25 -18 -19 -20 29 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072427624808143196 0.00049774568567779608 0.00029901358245761598 0.00068316404837297576 0.00036307616469977193 0.00040943127724064069 0.00047613836660542909 0.00044991022763448844 0.00045073359824689217 0.00020671124642727514 0.00042126432404734709 0.00085141365142429577 0.00060839997552314395 0.00076817023478905515 0.00067264031291719385 0.00069807491653940581 0.00052210077141607713 0.00031551162877197685 -4.6304531708919734e-05 0.00039022101467863759 0.00075252826533537729 0.00069481278464147544 0.00046137526107866783 0.00089698912101049053 0.00056386682990134925 0.00064122831894790919 0.00067413761482715869 0.00023980499165333514 0.00032027516668049446 0.00013844372985352804 0.00061130206895006049
leaf_weight=1118 22 23 21 116 45 20 39 42 88 90 58 28 62 23 28 23 24 24 22 31 416 24 20 20 288 214 32 37 59 64
leaf_count=1118 22 23 21 116 45 20 39 42 88 90 58 28 62 23 28 23 24 24 22 31 416 24 20 20 288 214 32 37 59 64
internal_value=0 0.000355734 0.00067926 0.000409514 0.000688821 0.000500269 0.000694115 0.000698192 0.000295625 0.000470813 0.00071861 0.000397833 0.000666934 0.000656196 0.00054967 0.000712926 0.000165434 0.000131455 0.000512401 0.000625865 0.000666125 0.00056476 0.000753369 0.00071834 0.000672892 0.000659383 0.000334883 0.000386451 0.000183482 0.000657386
internal_weight=0 590 2531 460 2420 256 2375 2336 204 111 1413 141 923 821 70 1355 130 106 50 115 751 47 102 82 704 237 91 59 82 95
internal_count=3121 590 2531 460 2420 256 2375 2336 204 111 1413 141 923 821 70 1355 130 106 50 115 751 47 102 82 704 237 91 59 82 95
is_linear=0
shrinkage=0.00196078


Tree=7849
num_leaves=31
num_cat=0
split_feature=1 52 3 124 148 4 43 2 2 376 52 0 131 15 11 403 0 12 130 15 475 42 43 2 4 1426 3 4 15 3
split_gain=0.376687 0.087227 0.0548063 0.0358022 0.0347615 0.0385528 0.0363617 0.0326199 0.0292823 0.0269009 0.0267532 0.0263638 0.0257852 0.0246273 0.0509974 0.0387227 0.0501598 0.040069 0.0408782 0.0405648 0.0370294 0.0364061 0.033168 0.0664788 0.0317416 0.0276673 0.030193 0.0381718 0.032209 0.0275091
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 -0.095079999999999984 0.26790000000000008 -0.04890499999999999 0.11474000000000002 0.14285500000000004 0.084985000000000019 0.048770000000000008 -0.069954999999999976 0.091440000000000007 0.040760000000000005 0.075910000000000019 -0.082969999999999988 -0.068944999999999992 0.092550000000000007 -0.015559999999999999 -0.076244999999999993 -0.06562999999999998 0.085465000000000013 0.12266000000000001 0.11293500000000002 -0.0073899999999999999 0.069770000000000013 0.092670000000000016 -0.50940999999999981 -0.17952999999999997 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 4 9 -3 -6 -7 11 13 -1 -4 -8 -2 15 -15 16 -5 18 -17 24 -21 -16 23 -22 -19 26 27 -20 -29 -30
right_child=1 2 10 8 5 6 7 -9 -10 -11 -12 -13 -14 14 21 17 -18 19 25 20 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0031080800567412684 0.0071412560370533841 -0.00059230308979749688 -0.00025209234607746772 0.0051214376148253464 0.0043727320571500979 0.0013403468942494346 0.0076499251369386914 0.0024819929722863705 0.0033555406569622651 0.0071888793121269419 0.0031751330715932831 0.0031498711961119074 0.0030885010818019511 0.006306310708928402 0.0073879492144580151 0.0018634607503190638 -0.00047964550820844511 0.0080870423763473014 0.010305326560942027 0.0066742946746359989 0.00022794005400951831 0.012714144747172083 0.0061092795656385044 0.0060986120852508721 0.0049492453031416521 0.010022528305472364 0.0043945437614133376 0.010351328179240227 0.003370142821222544 0.0064235661305562103
leaf_weight=70 73 21 69 67 274 114 30 78 39 21 34 23 20 1026 33 20 21 54 26 35 62 21 26 28 80 21 72 20 31 612
leaf_count=70 73 21 69 67 274 114 30 78 39 21 34 23 20 1026 33 20 21 54 26 35 62 21 26 28 80 21 72 20 31 612
internal_value=0 0.00340716 0.00299314 0.0059951 0.00339635 0.00355774 0.00264628 0.00378275 0.00607227 0.0040498 0.000879225 0.00569707 0.0062697 0.00611926 0.00646396 0.00580243 0.00378482 0.00596576 0.0063277 0.00494728 0.00382341 0.00945925 0.00296323 0.00205437 0.00621373 0.00644187 0.00634306 0.00654668 0.00639928 0.00627636
internal_weight=0 736 643 2385 540 519 245 131 2294 91 103 53 93 2255 1080 1175 88 1087 802 285 151 54 116 90 134 782 761 689 663 643
internal_count=3121 736 643 2385 540 519 245 131 2294 91 103 53 93 2255 1080 1175 88 1087 802 285 151 54 116 90 134 782 761 689 663 643
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 15 4 0 52 2 1 1 2 4 3 11 11 0 52 0 3 2 4 43 3 3 43
split_gain=11.1565 1.33675 1.17176 1.05513 0.642809 0.572275 0.493411 0.3457 0.337076 0.26232 0.252235 0.215772 0.201812 0.232121 0.17924 0.174321 0.152536 0.254843 0.145265 0.173224 0.16324 0.135251 0.132622 0.166416 0.130256 0.125128 0.205784 0.123341 0.095881 0.126521
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.091475000000000015 0.2623950000000001 0.024640000000000006 0.033845000000000007 -0.23194499999999998 0.08257500000000001 0.11177500000000001 0.10060500000000001 0.15799000000000005 0.14122000000000004 -0.064054999999999987 0.013900000000000001 1.0000000180025095e-35 0.080150000000000013 -0.13027499999999997 -0.088204999999999992 -0.074479999999999977 -0.20241999999999996 0.099185000000000009 -0.15289999999999995 -0.032879999999999993 -0.10115999999999999 0.30112000000000005 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 14 18 -5 11 22 -1 12 13 21 -3 28 24 -18 20 -20 -4 -6 -8 -24 -12 26 -25 -11 29 -2
right_child=1 5 6 7 8 -7 9 -9 -10 27 16 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082029550736388199 0.00031441030513482094 0.00020709272866113531 0.00050142225491997799 0.00060857033512336852 0.00064167322278124391 0.00043970523256941493 0.0006597906247862819 0.0003818554564767859 0.00070556316041691107 0.00040091700819960119 0.00071849755965296862 0.00063291862189602784 0.00023717912201605298 0.00036269235455132777 5.2607527696618844e-05 0.00017405517647663753 0.00060581143291845926 0.00038129252660457677 0.0008574942534539708 0.00068052109089844362 0.00067586924424371147 0.00046773173654561534 0.00071797291391301709 0.00034536259285375187 0.00053229809209120039 0.00060575079564541886 0.00061466556066781081 0.00056583263904492467 0.00025991174571169973 0.00042682337733004839
leaf_weight=22 78 165 21 99 23 39 360 35 21 20 52 21 20 72 35 25 77 26 37 50 1150 68 44 20 20 247 24 136 38 76
leaf_count=22 78 165 21 99 23 39 360 35 21 20 52 21 20 72 35 25 77 26 37 50 1150 68 44 20 20 247 24 136 38 76
internal_value=0 0.000335532 0.000634945 0.000412547 0.000540628 0.000222427 0.000653817 0.000549354 0.000469021 0.000617352 0.000622413 0.000444671 0.000423069 0.000445878 0.000180058 0.000328067 0.000597537 0.000549137 0.000678484 0.000755786 0.000672741 0.000511695 0.000633662 0.000605584 0.000666775 0.00058859 0.000492255 0.00054469 0.000348121 0.000369887
internal_weight=0 590 2531 351 422 239 2109 134 225 851 197 204 183 163 200 217 175 103 1258 87 1171 91 695 335 72 291 44 156 192 154
internal_count=3121 590 2531 351 422 239 2109 134 225 851 197 204 183 163 200 217 175 103 1258 87 1171 91 695 335 72 291 44 156 192 154
is_linear=0
shrinkage=0.00196078


Tree=7851
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 10 0 15 43 48 39 3 34 2 2 47 48 49 12 41 159 2 475 1 475 51 43 12 1212
split_gain=0.360788 0.0920885 0.0639762 0.0626438 0.0632261 0.0539912 0.0451189 0.0418312 0.0449149 0.0410771 0.0447487 0.0435159 0.0404467 0.0400367 0.0390925 0.0495561 0.0373633 0.0348595 0.0307098 0.0296947 0.035576 0.0330622 0.0333457 0.0552262 0.0513515 0.0351501 0.0371151 0.0331953 0.036415 0.0587854
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.081185000000000021 -0.078139999999999973 0.11924500000000002 -1.0000000180025095e-35 0.0059850000000000016 -0.090644999999999989 -0.095049999999999982 0.083685000000000009 0.089130000000000015 -0.11171999999999999 -0.021334999999999996 0.11870500000000002 -0.15339499999999998 0.11518500000000002 -0.024949999999999996 -0.08130999999999998 0.092550000000000007 0.077565000000000009 -0.016814999999999997 0.087625000000000022 -0.088274999999999978 0.083345000000000016 -0.085734999999999992 0.089005000000000015 -0.011244999999999998 0.083785000000000012 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 12 7 8 -2 11 -11 -4 -6 -8 15 -15 -17 -14 -12 21 -21 27 23 -23 -24 -25 -27 28 -3 -30
right_child=6 19 3 -5 5 -7 13 -9 -10 10 18 -13 17 14 -16 16 -18 -19 -20 20 -22 22 24 25 -26 26 -28 -29 29 -31
leaf_value=-0.00014165052312559316 0.0035146412939548104 0.01059373024512421 0.0072908694650430017 0.0093663770539153899 0.0018497862812617552 0.0026272692586413572 -0.001088531268760562 -0.0036057174871010444 -0.0022893393030972218 -0.00073304658792701296 0.0056537274650538399 0.0015830911441960119 0.002961326907549439 0.0013212981064700418 0.0023606433794205492 0.0085038355299951254 0.0036621179049169381 0.0066422863366856384 0.0011264804728602156 0.0055839880803584003 0.0015068595895586028 0.0013713620576752527 0.0056543723484775606 0.010336634240229615 0.0018015940992259665 0.0063113943309806367 0.01058168373115006 0.0098609992092297902 0.0069779493572307595 0.0014449836855584925
leaf_weight=28 40 22 34 28 23 63 23 21 20 44 31 22 29 27 169 37 28 228 29 787 22 21 386 24 38 661 21 42 151 22
leaf_count=28 40 22 34 28 23 63 23 21 20 44 31 22 29 27 169 37 28 228 29 787 22 21 386 24 38 661 21 42 151 22
internal_value=0 0.00566309 0.00451712 0.00476278 0.00450652 0.00527225 0.00231739 0.000235541 0.00157998 0.00286498 0.00168923 0.00504853 0.00586737 0.00291116 0.00326362 0.00492235 0.00641817 0.00622693 0.00346556 0.00595467 0.00547311 0.00623534 0.00601388 0.00642493 0.00530908 0.00657525 0.00644288 0.0073109 0.00676165 0.00627434
internal_weight=0 2756 559 531 503 343 365 81 60 160 104 56 280 284 261 92 65 257 60 2197 809 1388 1151 727 424 706 682 237 195 173
internal_count=3121 2756 559 531 503 343 365 81 60 160 104 56 280 284 261 92 65 257 60 2197 809 1388 1151 727 424 706 682 237 195 173
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=31
num_cat=0
split_feature=1 12 44 4 157 157 1 12 10 0 401 123 52 34 15 4 3 2 0 3 15 13 1 16 16 1209 132 1209 0 2
split_gain=0.292239 0.0749144 0.0648852 0.0579606 0.0503862 0.0544608 0.0521293 0.0381358 0.038099 0.042417 0.0341891 0.03481 0.0319657 0.0284225 0.0293361 0.0272606 0.0307986 0.0385721 0.0343245 0.0277421 0.026556 0.0365005 0.0352976 0.0285965 0.0246016 0.0244021 0.0244784 0.037093 0.0257362 0.0241985
threshold=0.11829500000000003 0.078300000000000008 0.081805000000000017 -0.17966999999999997 -0.078969999999999985 -0.08237499999999999 0.095950000000000021 -1.0000000180025095e-35 -0.079859999999999987 -0.05208999999999999 0.085605000000000014 0.12630500000000003 0.15915500000000002 -0.010024999999999997 -0.47308999999999996 0.042705000000000007 -0.14186499999999996 0.081685000000000021 -0.068604999999999985 -0.10831999999999999 1.0000000180025095e-35 0.090705000000000008 0.082005000000000008 0.62925500000000012 0.23311500000000004 0.083050000000000013 -0.020824999999999996 0.087355000000000002 -0.084674999999999986 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 12 -1 9 -2 11 13 29 14 -10 16 17 -3 25 -20 21 -19 -22 -23 -9 -18 -27 -28 -29 -6
right_child=8 15 -4 4 6 -7 -8 24 10 -11 -12 -13 -14 -15 -16 -17 18 20 19 -21 22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0021606850251555446 0.0017833583367652919 0.010421584185678512 0.0088591177089795189 0.0035139480566916369 0.0077321079886845641 -0.0033742233782752674 0.0027096272660031297 0.0095651898139084771 0.0030427828465622885 -0.0040204439204535444 -0.0010349361784756184 -0.0012020476581528783 0.0012534961890196428 0.0036027489156944927 -0.002010264451382682 0.0044738196994056111 0.005424287389585853 0.0023964305364643224 0.00091319522319321077 0.0045883398406052342 0.0058680954191720853 0.0090575192087831418 0.011112579803115556 0.0045264271072422467 0.0057855111980518589 0.003669219082221389 0.011246976389416628 0.0036967598954620569 0.0076134770890818014 0.0047981057775756111
leaf_weight=20 34 25 27 24 37 22 225 26 27 20 25 20 20 219 20 298 1381 32 23 192 33 26 21 30 51 20 21 23 62 117
leaf_count=20 34 25 27 24 37 22 225 26 27 20 25 20 20 219 20 298 1381 32 23 192 33 26 21 30 51 20 21 23 62 117
internal_value=0 0.00509678 0.00407464 0.0038363 0.00335349 0.000219605 0.00371479 0.00605123 0.00208565 -0.000366198 0.00251137 0.00282137 0.00501458 0.00312388 0.00089255 0.00536272 0.00550294 0.00679955 0.0053772 0.00419518 0.00616187 0.00509061 0.00790762 0.00663015 0.00706177 0.00554583 0.00687803 0.00748347 0.00655366 0.00550303
internal_weight=0 2756 569 542 445 46 399 97 365 54 311 286 174 266 47 2187 1889 167 1722 215 142 88 54 56 77 1507 126 106 85 154
internal_count=3121 2756 569 542 445 46 399 97 365 54 311 286 174 266 47 2187 1889 167 1722 215 142 88 54 56 77 1507 126 106 85 154
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 2 4 1 457 2 51 16 43 12 2 3 4 1 4 160 160 159 96 52 14 4 12 1209 1212
split_gain=0.243226 0.0897518 0.0723332 0.0612568 0.0451975 0.0479999 0.0417548 0.0398219 0.0526749 0.0613947 0.0370747 0.0313631 0.0317863 0.0345125 0.0337109 0.0325204 0.0296089 0.0297959 0.0292792 0.0291575 0.033537 0.0287382 0.0241366 0.024036 0.0255989 0.0295223 0.0345303 0.0258265 0.0237737 0.0231042
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 -0.082249999999999976 0.091535000000000019 0.049680000000000009 0.12358500000000001 -0.20636999999999997 -0.088704999999999992 -0.50775499999999985 0.086095000000000019 0.084655000000000022 -0.020429999999999997 -0.00027999999999999998 0.09253500000000002 -0.082769999999999982 -0.4909099999999999 0.079055000000000014 0.082105000000000025 0.086715000000000014 -0.075329999999999994 -1.0000000180025095e-35 0.51303500000000013 0.095565000000000011 -0.090519999999999975 0.088215000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 21 7 23 11 28 10 18 -6 14 -14 15 -13 -11 -18 -10 20 -15 -1 -3 24 -2 26 -26 -27 -9 -22
right_child=3 22 -4 -5 5 -7 -8 8 9 16 -12 12 13 19 -16 -17 17 -19 -20 -21 29 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00038085341283086954 -0.0014017578037012193 0.0029429440582661257 -0.00090405746849010814 0.0062816269429666659 0.0090972517934543168 0.0083118957996607366 -0.0027996589069847356 0.0074366803866613542 0.0012419908150934197 -0.0025059531361330302 0.00013872104008560597 0.0061839376254716801 0.001322275759652257 0.0090347728550272156 0.0054110760263639934 0.011685563055752111 0.0044198850020766263 -0.00075856550130993128 0.0045607410834775219 0.0020953696531554062 0.0054124808820708451 0.0045822833097190598 -0.00064524750546174684 -0.0015506320278204624 0.0062031953162763141 0.0021084749485667359 0.0013920918890597443 -0.0011202875380243722 0.0047217453442124366 0.0034467469288834507
leaf_weight=28 21 38 23 28 22 38 22 33 29 20 23 21 25 23 67 22 25 20 319 30 410 20 37 21 35 170 26 29 1426 70
leaf_count=28 21 38 23 28 22 38 22 33 29 20 23 21 25 23 67 22 25 20 319 30 410 20 37 21 35 170 26 29 1426 70
internal_value=0 0.00458492 0.00467991 0.00179418 0.004728 0.00478364 0.00140638 0.00473178 0.00449494 0.00353049 0.00402718 0.00538222 0.00525987 0.0049536 0.00681352 0.00899872 0.000695488 0.00211835 0.00428418 0.00512392 0.00530455 0.00168712 0.00117277 0.00171278 0.00195666 0.00222792 0.00415256 0.00163795 0.00478315 0.00512581
internal_weight=0 2769 2694 352 2671 2623 324 2585 1895 436 371 690 668 558 110 43 65 45 348 533 503 48 75 302 281 260 61 199 1459 480
internal_count=3121 2769 2694 352 2671 2623 324 2585 1895 436 371 690 668 558 110 43 65 45 348 533 503 48 75 302 281 260 61 199 1459 480
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 2 4 1 4 0 49 4 475 47 1 0 4 150 0 160 3 131 3 0 12 11 131
split_gain=11.3811 1.91813 1.23777 0.983393 0.777274 0.585113 0.367003 0.333194 0.321837 0.361202 0.308948 0.251376 0.192903 0.295052 0.171598 0.144137 0.142121 0.138152 0.131086 0.130409 0.130016 0.12565 0.103469 0.0954587 0.0907309 0.0900811 0.0824401 0.107867 0.107524 0.0813118
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.14960000000000004 0.062655000000000016 0.14285500000000004 0.42051500000000003 0.09253500000000002 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 -0.082014999999999991 0.090100000000000013 0.085345000000000018 -0.079119999999999982 -0.55119499999999988 1.0000000180025095e-35 -0.14454499999999995 -0.067824999999999983 -0.12711499999999995 0.091440000000000007 -0.0037349999999999996 0.13134000000000004 0.11734000000000001 1.0000000180025095e-35 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 16 7 15 12 9 -4 -5 -6 13 17 18 -7 -3 21 -14 -20 26 -1 -11 -21 -2 -24 27 28 -17 -10
right_child=1 2 8 10 11 6 -8 -9 29 22 -12 -13 14 -15 -16 20 -18 -19 19 23 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007431590256570768 0.00070597437780537114 0.00032573914215433861 0.00039060655952534575 0.00061143196645518287 0.00061722313277927485 0.00072061584502086705 0.0003744260892609126 0.0008050343383130521 0.00012555869001477211 0.00032119553290480175 0.00037950631442667908 0.00040790532103867505 0.00069453433511059109 0.0007598513590187586 0.00060363340146720086 0.00062210539224948156 0.00046698748061031688 0.00048635851682811247 0.0008038812658699955 0.00054266368125693181 0.00047595413506252692 0.00054540476329575959 0.000237045164038497 0.00065453231727900958 0.00055137368686058942 9.3235678744485215e-05 0.00050337633841177998 0.00053022101464679288 0.00075625637816447843 0.00025853766078617484
leaf_weight=21 54 190 73 34 71 44 26 76 90 22 63 32 1141 35 110 283 32 57 21 32 29 30 34 351 20 33 25 45 25 22
leaf_count=21 54 190 73 34 71 44 26 76 90 22 63 32 1141 35 110 283 32 57 21 32 29 30 34 351 20 33 25 45 25 22
internal_value=0 0.000366367 0.000329574 0.000654276 0.000411415 0.000662259 0.000600946 0.000677865 0.0002325 0.000288376 0.0004608 0.000552192 0.00067249 0.000603397 0.00067846 0.000614005 0.000346099 0.000552694 0.000683787 0.000653435 0.00060248 0.000626833 0.000204524 0.000645186 0.00066419 0.000166214 0.000612187 0.000619893 0.000632994 0.00015168
internal_weight=0 673 599 2448 325 2351 477 1874 274 162 97 103 1798 143 1655 451 222 108 1545 404 407 51 89 383 74 67 378 353 308 112
internal_count=3121 673 599 2448 325 2351 477 1874 274 162 97 103 1798 143 1655 451 222 108 1545 404 407 51 89 383 74 67 378 353 308 112
is_linear=0
shrinkage=0.00196078


Tree=7855
num_leaves=31
num_cat=0
split_feature=4 3 2 149 9 44 2 4 1 457 42 133 0 12 0 10 402 42 52 1447 159 3 4 160 160 481 1429 475 16 3
split_gain=0.240217 0.0862287 0.0665676 0.0514723 0.043226 0.0392616 0.0368201 0.0351108 0.0493652 0.0546438 0.0344065 0.0434732 0.0350527 0.0328453 0.0344884 0.0248732 0.0248268 0.0531013 0.0248056 0.0405119 0.0314928 0.0236337 0.0246261 0.0234372 0.0226593 0.0209407 0.0311644 0.0411828 0.0300471 0.0341108
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.25063000000000007 -0.082249999999999976 0.091535000000000019 0.049680000000000009 0.10705500000000003 0.40304500000000004 -0.14454499999999995 0.11650500000000001 -0.087084999999999982 -0.0087699999999999983 0.10645 0.088465000000000002 0.11277500000000001 -0.085684999999999997 -0.071469999999999992 -0.020429999999999997 -0.00027999999999999998 -0.088854999999999976 -0.079874999999999988 -0.048124999999999994 0.083810000000000009 -0.079274999999999984 -0.50992999999999988 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 15 7 -2 13 25 10 12 -12 -10 14 16 -1 17 -6 19 -16 -21 -11 -23 -22 -25 26 27 -9 -27 -30
right_child=3 -3 -4 -5 5 -7 -8 8 9 21 11 -13 -14 -15 18 -17 -18 -19 -20 20 23 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.0037028812736804996 0.0017723853002533493 0.0012690561440152426 -0.00065012444823008518 0.0059536194561847621 0.0064507946540229627 0.0079981988375565343 -0.0024650240020657132 0.010613587084226311 0.0017763167242065255 -0.0019305485137738288 -0.0010938214664175004 0.0042808809947660741 0.0049151878001395151 0.0013777505500183907 0.0095262779769572353 -0.00091446100195753395 0.003903236161983971 0.012021539855579084 0.0025389039505492239 0.0014422576197169045 0.0086628675134852538 0.0042932494822889569 -0.00041456671897321939 0.0019570803846276942 0.0053209924067909725 0.0076151155517436564 0.002279074170759746 0.0057235391782371392 0.0046878295026871091 0.0014298223029596338
leaf_weight=28 302 75 23 28 77 38 22 20 41 20 27 34 269 20 22 20 21 22 34 22 20 25 20 21 431 34 21 124 1227 33
leaf_count=28 302 75 23 28 77 38 22 20 41 20 27 34 269 20 22 20 21 22 34 22 20 25 20 21 431 34 21 124 1227 33
internal_value=0 0.00461357 0.00470668 0.00184015 0.0047528 0.00480722 0.00148466 0.00476032 0.00453793 0.00360427 0.00407286 0.00190191 0.00450005 0.00537108 0.00549028 0.00177899 0.00702628 0.00768874 0.00515515 0.00532754 0.00514055 0.000929676 0.00220089 0.00531293 0.0051647 0.00481694 0.00587789 0.00640271 0.00468166 0.0046025
internal_weight=0 2769 2694 352 2671 2623 324 2585 1895 436 371 61 310 690 670 48 120 99 550 516 494 65 45 472 452 1459 165 144 1294 1260
internal_count=3121 2769 2694 352 2671 2623 324 2585 1895 436 371 61 310 690 670 48 120 99 550 516 494 65 45 472 452 1459 165 144 1294 1260
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=31
num_cat=0
split_feature=1 2 123 457 0 1429 11 41 50 43 1 2 2 43 160 13 48 1 132 13 3 1429 1455 1456 13 16 13 49 133 43
split_gain=0.199138 0.0530555 0.0357067 0.0366483 0.0335839 0.0422179 0.040772 0.0544517 0.0377362 0.0338102 0.0456112 0.125537 0.0446165 0.0386688 0.0378829 0.0316454 0.0316138 0.0313322 0.0297626 0.0469573 0.0249488 0.0247975 0.0269722 0.0289532 0.0427913 0.0245232 0.0242874 0.0267078 0.023557 0.0263431
threshold=0.11866500000000001 0.10252500000000002 0.085290000000000019 0.045365000000000009 -0.075934999999999989 0.086825000000000013 0.078065000000000009 0.079300000000000009 0.089465000000000017 -0.036954999999999995 0.099400000000000002 0.086885000000000004 0.097220000000000015 -1.0000000180025095e-35 -0.0080249999999999991 -0.011289999999999998 0.081805000000000017 0.16773500000000005 0.019705000000000004 -0.013024999999999998 -0.077644999999999978 0.087700000000000014 -0.23681499999999997 -0.14739999999999998 -0.08459499999999999 -0.0083599999999999976 -0.090639999999999984 -0.080859999999999987 0.086990000000000012 -0.081154999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 6 8 21 -8 9 10 11 -6 15 -11 -15 -13 -4 -2 26 -20 -10 22 -1 24 -24 -23 -3 -28 29 -12
right_child=17 2 16 -5 5 -7 7 -9 20 13 28 12 -14 14 -16 -17 -18 -19 19 -21 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0078856462806773681 0.0018797748906312845 0.0023439393999751704 -0.0013654209360287623 0.0011189511172812095 -0.0051381322472090173 0.0075816971696913253 0.0098721355855972935 0.0038167418299794747 0.0065439531847989703 0.0081149201141670346 0.0072816757056862122 0.0017778429701658235 -0.0012499038886744529 0.006356656519249858 0.0021825772988657128 0.006532196461921558 0.0035410806575479608 -0.0019379537633579713 0.0047760133558767855 -0.00039259313131109459 0.0031036709653978634 0.0047883409785572442 -0.0014400526997633278 0.0045806753837008655 0.0047657658597454432 9.0372756123542787e-05 0.0080073392321355647 0.0042512309132653582 0.00099712205966087913 0.0029492998621208247
leaf_weight=24 329 64 29 55 28 25 33 27 53 20 25 28 21 30 79 28 24 23 32 39 35 20 20 1552 25 25 20 354 22 32
leaf_count=24 329 64 29 55 28 25 33 27 53 20 25 28 21 30 79 28 24 23 32 39 35 20 20 1552 25 25 20 354 22 32
internal_value=0 0.00415549 0.003338 0.0035712 0.00438987 0.0035947 0.00458613 0.00714721 0.00334614 0.00283177 0.00196153 0.000595861 0.00268095 0.00407304 0.00333141 0.00415502 0.000856391 0.00163032 0.00383618 0.00193692 0.00517566 0.0044939 0.00455818 0.00450817 0.00200762 0.00217836 0.00414405 0.00445209 0.00377666 0.00484946
internal_weight=0 2769 617 564 2152 426 1726 60 401 313 184 105 77 129 109 56 53 352 509 71 88 1666 1621 1597 45 45 438 374 79 57
internal_count=3121 2769 617 564 2152 426 1726 60 401 313 184 105 77 129 109 56 53 352 509 71 88 1666 1621 1597 45 45 438 374 79 57
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 106 15 3 12 12 39 11 4 13 3 1213 1213 391 402 43 15 129 0 1 157 1447 159 15 0 42
split_gain=0.168278 0.0616995 0.0502338 0.0381166 0.0409294 0.0314277 0.0323569 0.0289755 0.0265196 0.0276484 0.0264371 0.0304148 0.0312107 0.0372023 0.0548386 0.0351703 0.0497312 0.0471176 0.0254292 0.0353455 0.0395683 0.0252809 0.0282182 0.0362488 0.0362062 0.0231543 0.0261332 0.0220988 0.0212436 0.0326158
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10620500000000001 0.085655000000000009 -0.15914499999999995 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 -1.0000000180025095e-35 0.10334500000000001 -0.082249999999999976 -0.066634999999999986 0.11296500000000002 0.089630000000000015 0.0065300000000000002 -1.0000000180025095e-35 0.0043800000000000011 -0.041049999999999996 0.09006500000000002 0.10833500000000001 -0.14832499999999996 0.085345000000000018 -0.078969999999999985 -0.085804999999999979 -0.085179999999999992 -0.46471999999999997 -0.087084999999999982 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 -1 8 -2 -10 -8 12 25 -14 15 16 17 -15 21 -20 -21 22 23 -19 -24 -12 -27 -11 29 -28
right_child=3 -3 -4 4 -6 -7 10 -9 9 27 11 -13 13 14 -16 -17 -18 18 19 20 -22 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0058981638254044814 0.0044619140670756289 0.00089299418510588476 -0.00081327036832985668 0.00433000215377859 9.0733830438693993e-05 0.00071526179728548852 0.0072302721542022805 -0.0024829732861531822 -0.00223945001186803 0.0033605613416378822 0.0018498046577654103 -5.9659606777131564e-05 0.0040260158056621628 0.0075132732698693881 -0.0019331100402355549 0.0059267878496978921 -0.00084327777900222332 0.0081533982610562817 0.0071951846879742603 0.0061059974199768321 0.00050821785906529323 0.0062426665576086164 -0.00038617829358415855 0.0031697136418962924 0.0026948851382174719 0.0074992319432504728 0.0046473407265771784 0.00076956824090368046 0.0041741596007299313 0.0087387120866508298
leaf_weight=80 23 73 23 79 32 31 23 23 25 41 33 20 1042 25 21 46 31 20 34 23 28 21 42 54 415 29 70 167 520 27
leaf_count=80 23 73 23 79 32 31 23 23 25 41 33 20 1042 25 21 46 31 20 34 23 28 21 42 54 415 29 70 167 520 27
internal_value=0 0.00376111 0.00383988 0.00154052 0.00310787 0.00388049 0.00391817 0.000916954 0.00122242 0.000902638 0.00385542 0.00382438 0.00385569 0.00363797 0.00310594 0.00324914 0.0030714 0.00325472 0.00308758 0.0046977 0.00303271 0.00283965 0.00270507 0.00451666 0.00241172 0.0044335 0.00456548 0.00128029 0.00442759 0.00578618
internal_weight=0 2731 2658 390 111 2635 2604 279 256 233 2524 2501 2481 1802 760 739 693 662 637 85 51 552 531 74 457 679 646 208 617 97
internal_count=3121 2731 2658 390 111 2635 2604 279 256 233 2524 2501 2481 1802 760 739 693 662 637 85 51 552 531 74 457 679 646 208 617 97
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 39 376 15 0 15 15 52 15 3 11 2 48 1446 49 16 3 12 13 1 4 15 43 16 47 16
split_gain=0.136305 0.0499766 0.0406894 0.0308744 0.0331529 0.0256776 0.0292539 0.0280475 0.0328167 0.0727118 0.0464831 0.0749769 0.0423669 0.0393389 0.0328629 0.0280068 0.0264209 0.0394934 0.0301827 0.0256542 0.0401575 0.0341939 0.0375835 0.0577736 0.0264793 0.0312396 0.0219859 0.0283839 0.0215327 0.020776
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10620500000000001 -0.0091949999999999983 0.080200000000000007 -0.11713499999999999 -0.10096999999999999 0.084195000000000006 -0.015039999999999998 0.0046550000000000003 0.09116500000000001 0.096675000000000011 0.096500000000000016 0.086100000000000024 0.092475000000000016 0.087985000000000022 -0.14811499999999997 -0.54928499999999991 -0.13309499999999996 0.10016000000000001 -0.117405 0.14627000000000004 0.41816000000000003 -0.042209999999999991 -0.11720999999999999 -0.10850999999999998 0.079855000000000023 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 19 -5 -1 7 26 9 10 13 -12 -11 15 16 -9 18 -18 -10 -2 -21 22 -22 24 25 -24 -7 -28 -8 -20
right_child=3 -3 -4 4 -6 6 28 8 14 12 11 -13 -14 -15 -16 -17 17 -19 29 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0067484470540269586 0.0036407087494996536 0.00080369478645392627 -0.00073194338879345553 0.0038970019556346194 8.1660319119691854e-05 0.0078137085286601043 0.0025417504611735544 0.0038999050527790506 0.0072279355449912444 0.0081583706160577446 0.0020565789302614016 -0.0060874810907989747 0.0033375463316781965 0.0062889942905167114 -0.0004600521305110306 0.00048629078551241001 0.0029806239737529094 -0.0018716088982182557 0.0048017579309807042 0.002804617477497608 0.0030329884336280982 -0.0041114903986454012 -0.0045224405685439706 -0.0054873868401045913 0.0014818453371894789 0.00099985620306272584 0.007082906832608084 0.0036226805471825472 -0.0010810542208630415 0.0035644577141975952
leaf_weight=24 29 73 23 79 32 21 75 34 24 26 26 20 61 20 20 82 104 20 147 58 38 20 20 20 73 21 30 113 21 1767
leaf_count=24 29 73 23 79 32 21 75 34 24 26 26 20 61 20 20 82 104 20 147 58 38 20 20 20 73 21 30 113 21 1767
internal_value=0 0.003385 0.00345589 0.00138647 0.00279708 0.00349244 0.00346251 0.00352791 0.00343971 0.0024003 0.00126359 -0.00148432 0.00477825 0.00219303 0.003574 0.00148683 0.00361313 0.00219801 0.00370368 0.000825259 0.000498667 -0.000197922 0.000257144 -0.000530036 0.000339674 -0.00169395 0.0047923 0.0043486 0.00174926 0.00365949
internal_weight=0 2731 2658 390 111 2635 2611 2515 2351 269 182 46 87 136 2082 116 2062 124 1938 279 250 192 172 134 114 41 164 143 96 1914
internal_count=3121 2731 2658 390 111 2635 2611 2515 2351 269 182 46 87 136 2082 116 2062 124 1938 279 250 192 172 134 114 41 164 143 96 1914
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 13 457 3 52 4 43 3 12 160 483 3 0 4 0 0 1447 39 0 130 402 481 160 394 128 150
split_gain=0.110636 0.040334 0.0364116 0.0371391 0.0283269 0.0356968 0.0303653 0.0278802 0.0242567 0.0334774 0.0299802 0.0439402 0.0333448 0.0230398 0.0253568 0.0293945 0.0233852 0.0302484 0.0410558 0.0388138 0.0299328 0.0267703 0.0267075 0.0279958 0.0246157 0.0402895 0.0242369 0.0250895 0.0341734 0.0245095
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.40528500000000006 0.31508000000000008 0.63141500000000017 0.039215000000000007 0.51608000000000009 -0.05647499999999999 -0.010424999999999999 -0.069644999999999985 0.62940000000000007 -0.095084999999999989 -0.082484999999999989 -0.14832499999999996 -0.082249999999999976 -0.13455999999999999 -0.036484999999999997 -0.085804999999999979 0.084780000000000008 -0.087084999999999982 -1.0000000180025095e-35 0.10999000000000002 -0.081834999999999977 -0.54913999999999985 -0.0065099999999999993 0.11170500000000001 -0.091259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 13 8 9 10 11 -2 -12 14 15 -4 -16 20 21 26 -18 -19 23 -22 25 -24 -20 -28 29 -29
right_child=7 -3 4 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 16 -17 17 18 19 -21 22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0026474804987876932 0.00049532475771330714 0.00072332530843384241 0.0033011906786429646 0.002935145916573954 0.00019869761890731752 0.0066810379912755615 -0.00054639014785855331 -0.0024178134696558121 0.0028078010404652726 0.0037636875677789145 0.0048394264737990772 -0.0049578652484342459 0.00064948227083222129 -0.00019588395138271154 0.0043654941394453166 0.0067876803253186929 0.00051787046330242325 -0.001450149846793162 0.0056168748341899897 -0.00017894259803235914 0.0040970385937792505 0.0030425026048240917 0.00747070445989569 0.008342809139750898 0.0002175381556818528 0.003502585282014799 0.0048038418178579642 0.0063338418690753844 -0.00017708221114137108 0.002891692622066443
leaf_weight=22 45 73 57 26 32 29 22 20 93 36 22 22 139 20 148 42 29 36 35 39 41 21 27 25 21 489 70 21 36 1383
leaf_count=22 45 73 57 26 32 29 22 20 93 36 22 22 139 20 148 42 29 36 35 39 41 21 27 25 21 489 70 21 36 1383
internal_value=0 0.00304242 0.00310581 0.000376442 0.00315575 0.00319227 0.00315278 0.00121545 0.00141899 0.000929753 0.000482289 -0.00129527 0.00122202 0.00318482 0.00321165 0.00478031 0.00314751 0.0030682 0.00284181 0.0029367 0.00365603 0.000205038 0.00380695 0.00570529 0.00357363 0.00371022 0.00301534 0.00295504 0.00286517 0.00294318
internal_weight=0 2744 2671 48 2623 2591 2562 377 357 264 228 67 161 2540 2520 99 2421 2273 1641 1584 632 57 603 66 537 516 1545 1510 1440 1404
internal_count=3121 2744 2671 48 2623 2591 2562 377 357 264 228 67 161 2540 2520 99 2421 2273 1641 1584 632 57 603 66 537 516 1545 1510 1440 1404
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 4 1 12 457 12 4 475 47 2 13 16 0 156 1 15 3 3 3
split_gain=26.595 4.48885 2.62305 2.42362 1.56218 1.29484 1.03026 0.749478 0.66616 0.658351 0.581708 0.553959 0.489455 0.388187 0.493362 0.34151 0.300356 0.185786 0.18577 0.166742 0.157489 0.147758 0.144797 0.139058 0.137894 0.135615 0.13543 0.130667 0.134207 0.119697
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.092845000000000025 0.14285500000000004 0.27834500000000006 0.086920000000000011 0.08401500000000002 0.080930000000000016 0.09141500000000001 -0.51843499999999987 -0.079029999999999975 0.081320000000000017 0.088930000000000023 -0.0044799999999999987 -0.013024999999999998 -0.095504999999999993 1.0000000180025095e-35 0.16175000000000003 0.050935000000000008 -0.10217499999999997 -0.079979999999999982 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 15 -6 -5 12 -4 16 19 18 17 -1 -7 22 -19 -3 -15 -16 26 -13 27 -20 -29 -14
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 25 29 14 23 -17 -18 20 24 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010879785786656771 0.00085756757514275877 0.0003279003539153373 0.00043153035833255439 0.00073170149502668693 0.0007701703479723916 0.00091327395976758478 0.0011014419055175733 0.00047682269638556782 0.0005443364983935097 0.00042372914311153436 0.00041909939731209493 9.0998586973260509e-05 0.00027039340623630627 0.00053519752548834051 0.00069381441124458381 0.00056064851472482956 0.00083138879394912299 0.00091070027519736215 0.00062507818629539095 0.00082398716114634072 0.00085345238188815607 0.00042910849298740143 0.00073219529910751951 0.00085818424739123739 0.00088454362472793584 -8.6520256145912063e-05 0.0008382167569463934 0.00084828084270644529 0.00073265552251205958 0.00012681464476633418
leaf_weight=20 74 123 39 37 71 50 76 34 48 30 60 78 33 32 21 24 311 781 30 22 242 101 26 343 47 21 83 53 142 69
leaf_count=20 74 123 39 37 71 50 76 34 48 30 60 78 33 32 21 24 311 781 30 22 242 101 26 343 47 21 83 53 142 69
internal_value=0 0.000401964 0.000345679 0.000842076 0.000464817 0.000854608 0.000877824 0.000204364 0.000763399 0.000667267 0.000538339 0.000165766 0.000244701 0.000868372 0.000818059 0.000787909 0.00088487 0.000900817 0.000801377 0.000678639 0.000897158 0.000373534 0.000623507 0.000848701 0.000785616 5.33431e-05 0.00077052 0.000745548 0.000764082 0.000173267
internal_weight=0 673 599 2448 325 2351 1874 274 477 101 97 240 141 1798 444 429 1354 1043 405 80 1023 224 58 364 355 99 308 225 195 102
internal_count=3121 673 599 2448 325 2351 1874 274 477 101 97 240 141 1798 444 429 1354 1043 405 80 1023 224 58 364 355 99 308 225 195 102
is_linear=0
shrinkage=0.00196078


Tree=7861
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 132 52 52 16 0 13 12 49 14 130 13 124 13 9 160 160 15 15 483 3 15 4 15 0 51 16
split_gain=0.143013 0.0388274 0.0357484 0.0356951 0.0353864 0.0279072 0.0379073 0.0318535 0.0358841 0.0400882 0.0504578 0.0370576 0.0365696 0.0268533 0.0422544 0.0313538 0.0246265 0.0246052 0.0241731 0.0237768 0.023713 0.0203174 0.0185239 0.0190632 0.0341506 0.0264509 0.0258544 0.0195399 0.0185021 0.0183766
threshold=0.11866500000000001 0.078300000000000008 -0.27302499999999996 0.087740000000000012 0.082150000000000015 -0.23375999999999997 -0.16675999999999999 0.061255000000000011 0.024095000000000002 -1.0000000180025095e-35 -0.081419999999999979 0.14233500000000002 -0.073114999999999986 -0.050984999999999996 0.25761500000000009 -1.0000000180025095e-35 0.10935500000000002 0.081890000000000004 -0.092739999999999975 -1.0000000180025095e-35 0.15110000000000004 -0.17952999999999997 -0.070084999999999981 0.10893000000000001 -0.0040799999999999994 -0.046564999999999988 -1.0000000180025095e-35 -0.26343999999999995 -0.08824499999999999 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 -2 -7 8 9 10 12 16 -8 -4 15 21 -11 20 -17 -6 -3 -15 -20 24 -24 28 27 -25 -26 -23
right_child=5 17 3 -5 19 6 7 -9 -10 11 -12 -13 -14 14 -16 18 -18 -19 22 -21 -22 29 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0011873761500717829 0.0039016535609132717 0.0035954479768346877 0.0063369568410879852 0.0067833141000433403 -0.0024589637372021875 -0.0032504631613846872 0.0059440153441391889 0.0041274733184015052 -0.0022088174877518958 0.007462505396688357 -0.0012864807017009569 -4.9728190615063623e-07 0.0010451562317939534 -0.0011436362063423509 -0.0016217475136121114 0.0058250511463847944 0.0026749403504211281 0.0064897896152803607 0.0061161651724250992 0.002105355211067945 0.0006662556460858989 0.0043228670744405642 0.002400132437469438 0.00041332058026455343 0.005717077447759668 0.0082413076822246828 -0.001076384261250496 0.0043745232929447387 0.0016714315512217583 0.0014873442921323177
leaf_weight=23 36 2132 22 22 21 20 20 34 33 22 81 21 64 21 21 40 21 29 20 25 28 31 103 20 26 21 24 33 20 87
leaf_count=23 36 2132 22 22 21 20 20 34 33 22 81 21 64 21 21 40 21 29 20 25 28 31 103 20 26 21 24 33 20 87
internal_value=0 0.00340357 0.0026761 0.00283563 0.0026733 0.00126363 0.000963094 0.00124779 0.000874095 0.00131836 0.000494336 0.00344279 0.00221155 0.00292274 0.0027619 0.0029683 0.00512439 0.00359632 0.00353248 2.16444e-05 0.00355748 0.00172224 0.00318902 0.00295201 0.00354326 0.0053006 0.00164666 0.00287973 0.0039581 0.00223227
internal_weight=0 2769 580 557 535 352 316 296 262 229 165 64 84 489 467 446 43 2189 307 46 2160 139 267 247 170 67 77 53 46 118
internal_count=3121 2769 580 557 535 352 316 296 262 229 165 64 84 489 467 446 43 2189 307 46 2160 139 267 247 170 67 77 53 46 118
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=31
num_cat=0
split_feature=4 3 2 3 121 12 2 0 2 1375 151 10 13 48 39 1 1 16 14 448 12 52 133 12 12 1 16 52 1209 402
split_gain=0.119026 0.0430067 0.035714 0.0244698 0.0242459 0.0284189 0.0360998 0.0247773 0.0287192 0.0236677 0.0467567 0.0236214 0.0255353 0.0281941 0.024581 0.0261207 0.0404365 0.0301776 0.0429073 0.0352004 0.021531 0.0368955 0.0368115 0.0416606 0.054157 0.0367876 0.0315809 0.0317355 0.031395 0.0354245
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.63141500000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090999999999999984 -0.019414999999999998 0.09358000000000001 -0.16449999999999998 -0.044604999999999992 -0.15282499999999996 0.11217000000000001 0.12118000000000002 0.096625000000000016 0.14554000000000003 0.13501500000000002 -0.4179199999999999 -0.46166999999999997 -0.065209999999999976 0.086305000000000007 0.51307000000000014 0.11269500000000002 0.085885000000000017 0.08598500000000002 0.10557500000000002 -0.062804999999999986 -0.53964499999999982 0.086665000000000006 -0.0060099999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 6 -6 8 -8 10 -7 -2 13 14 15 16 17 19 -19 -13 21 22 23 25 -25 28 -22 -28 29 -11
right_child=3 -3 -4 -5 5 9 7 -9 -10 20 -12 12 -14 -15 -16 -17 -18 18 -20 -21 26 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0066430551535449928 -0.0013149369213109217 0.00068019981283139544 -0.000783181932511861 -0.0022238748846575619 -0.0016922968298034823 0.0039968306249331528 0.0047593190531779331 0.00012764353240426215 0.0019866925506012378 0.0078684946009889255 -0.0026143242279067637 4.2143760947510603e-05 -0.0011634579939224447 -0.0015468948856736959 0.00042104434880105057 0.0060319486140672654 -0.0013496729444551212 0.0030875383800594135 -0.0027187380660325289 0.004675540513011044 0.0035047932931152204 -0.00050591226434335121 0.00035610332912444301 0.010483954653186217 0.003951793966504435 0.0067117180337663744 0.0041135879354745461 0.0023433864454770695 0.00018117491613688449 0.0035859347303909429
leaf_weight=20 30 73 23 20 23 23 60 36 99 20 20 20 30 22 62 21 26 35 20 91 847 20 29 22 30 40 120 649 26 564
leaf_count=20 30 73 23 20 23 23 60 36 99 20 20 20 30 22 62 21 26 35 20 91 847 20 29 22 30 40 120 649 26 564
internal_value=0 0.0030749 0.00314035 0.00117992 0.00317443 0.00314803 0.00205465 0.0024966 0.00303297 0.00324694 0.000921875 0.00137061 0.00161699 0.00189784 0.00217342 0.0026835 0.00231726 0.0028916 0.000976165 0.00384069 0.00328917 0.00373159 0.00384753 0.00399176 0.0067154 0.00377387 0.00308357 0.00261962 0.00358123 0.0037326
internal_weight=0 2744 2671 377 2648 2628 218 195 159 2410 43 357 327 297 275 213 192 166 55 111 2367 751 731 702 52 650 1616 769 610 584
internal_count=3121 2744 2671 377 2648 2628 218 195 159 2410 43 357 327 297 275 213 192 166 55 111 2367 751 731 702 52 650 1616 769 610 584
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 2 1 1 2 16 3 15 16 49 0 12 159 12 4 11 2 16 2 150 0 160 15
split_gain=8.34943 1.35178 0.782074 0.568314 0.461938 0.441583 0.255251 0.218174 0.200887 0.18864 0.161721 0.212947 0.150903 0.13694 0.165315 0.134184 0.13026 0.108814 0.105678 0.0980178 0.0977247 0.114885 0.0930262 0.090967 0.0886513 0.0828071 0.0977023 0.0770524 0.075616 0.0726943
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090050000000000005 -0.52595999999999987 0.31370500000000007 -0.41942499999999994 -0.061854999999999993 -0.054984999999999992 0.14486500000000005 0.11734000000000001 0.082585000000000006 0.09141500000000001 -0.51843499999999987 0.081790000000000015 -0.0091949999999999983 0.19444000000000003 0.10882500000000002 1.0000000180025095e-35 -0.010949999999999998 -0.067824999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 19 7 13 10 12 -4 20 23 -7 29 -15 -8 -2 18 22 25 21 -1 27 -12 -22 26 -3 28 -14 -6
right_child=1 4 9 -5 6 8 15 -9 -10 -11 11 -13 17 14 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000722148080889473 0.00036132928780546031 0.00046990201523526397 0.00049250406656745126 0.00029294485035835026 0.00016672641929476827 0.00034489241410412042 0.00022043825652701921 0.00066856816641686502 0.00036779286340769829 0.00031225684681853919 0.00041732671890941348 0.00034371265681484083 0.00059635490773325543 0.00016629659227067919 -2.5535587740945409e-05 0.0003933230837603577 0.00052252051700259542 0.00038809668866620543 0.00042393231759218272 0.00023243458234196599 0.0005508463321433029 0.00057578010156035596 0.00062237642314735202 0.00054572889555770329 0.00044364744063579676 0.00029604718947082002 0.00030918399765413268 0.00041325504205948313 0.00051793969058459149 0.00028338722753174162
leaf_weight=21 23 33 34 84 115 20 45 76 41 65 23 24 59 39 31 28 119 23 35 38 293 1131 43 273 33 61 26 22 238 25
leaf_count=21 23 33 34 84 115 20 45 76 41 65 23 24 59 39 31 28 119 23 35 38 293 1131 43 273 33 61 26 22 238 25
internal_value=0 0.000297481 0.000544884 0.000420787 0.00023429 0.000552061 0.000186873 0.000565664 0.000499064 0.00037416 0.000561314 0.000521349 0.000511296 0.000152153 8.13423e-05 0.00028675 0.000496412 0.00051922 0.000526816 0.000319221 0.000569967 0.000578448 0.000536763 0.000535752 0.000539995 0.000346704 0.000399077 0.000525223 0.000533517 0.000187559
internal_weight=0 667 2454 226 441 2355 283 1874 481 99 1798 320 440 210 70 73 142 420 397 158 1478 1152 362 296 326 120 59 319 297 140
internal_count=3121 667 2454 226 441 2355 283 1874 481 99 1798 320 440 210 70 73 142 420 397 158 1478 1152 362 296 326 120 59 319 297 140
is_linear=0
shrinkage=0.00196078


Tree=7864
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 4 1 52 4 14 0 15 4 0 49 16 11 4 3 1 50 43 0 39 1 16 15
split_gain=8.03227 1.42411 0.760789 0.512844 0.487878 0.451631 0.323527 0.3407 0.246153 0.192679 0.16917 0.169265 0.152956 0.176185 0.226442 0.150155 0.13524 0.124771 0.118988 0.110827 0.108657 0.143639 0.10438 0.101939 0.0950388 0.0874929 0.0859802 0.0844185 0.08121 0.0808284
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.042705000000000007 0.077845000000000011 1.0000000180025095e-35 0.24564500000000003 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.15289999999999995 -0.076579999999999995 -0.054984999999999992 -0.14771999999999999 0.075910000000000019 -0.42529999999999996 -0.11171999999999999 0.16175000000000003 0.083640000000000006 -0.032879999999999993 -0.026509999999999995 0.096625000000000016 0.13075500000000004 -0.039889999999999988 -0.14712999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 17 8 -3 -8 12 -4 11 18 13 14 -1 -9 -15 -2 -10 -14 23 -22 -5 24 -18 -7 -17 -6 -16 -12
right_child=1 3 9 22 27 25 7 15 10 -11 29 -13 19 16 28 26 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064361313832741161 0.00035507299025040452 0.00016989524571721146 0.00050105148060925571 0.00014118752840242888 0.00033873788342853771 0.00044382508933783212 0.00044168295066860503 0.00042494787031090723 0.00058511991092490489 0.00030819717338126081 0.00066178150259368787 0.00032601695754291382 0.00053542869824296595 0.00056379652284097991 0.00034866661548356036 0.00026623262539462349 0.00042656529402615976 0.00051262065962606989 0.00045346959501057035 0.00069026859325453703 0.00040723451700342859 0.00052325037579127099 -1.2334220347896455e-05 0.00069808884411632841 0.0005740427747577512 0.00027581367579880165 0.00015010435408090844 0.00020114151139673624 0.00049182684173551842 0.00052696363722551408
leaf_weight=20 23 96 28 90 60 22 54 20 34 69 21 32 27 1327 39 134 20 121 118 52 47 323 21 21 105 26 30 24 25 92
leaf_count=20 23 96 28 90 60 22 54 20 34 69 21 32 27 1327 39 134 20 121 118 52 47 323 21 21 105 26 30 24 25 92
internal_value=0 0.000292171 0.000534042 0.000227609 0.000418182 0.000541063 0.000265982 0.00030474 0.000544987 0.000363866 0.000492303 0.000455631 0.000552787 0.00054932 0.000461499 0.00026455 0.000553323 0.000487457 0.000482918 0.000637349 0.000526387 0.000508513 0.000112143 0.000571683 0.000550446 0.000352819 0.00024499 0.000299425 0.000404589 0.000552018
internal_weight=0 673 2448 445 228 2351 334 238 2303 97 297 184 2006 1927 84 184 1843 144 152 79 516 370 111 146 125 48 164 84 64 113
internal_count=3121 673 2448 445 228 2351 334 238 2303 97 297 184 2006 1927 84 184 1843 144 152 79 516 370 111 146 125 48 164 84 64 113
is_linear=0
shrinkage=0.00196078


Tree=7865
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 4 2 1 2 14 1 1 11 1 4 47 16 11 16 150 14 4 51 475 52 52 4
split_gain=13.8724 2.08482 1.30086 1.14401 0.806259 0.773132 0.44888 0.399555 0.397561 0.381168 0.331445 0.284595 0.26782 0.21236 0.169843 0.147171 0.148527 0.242225 0.126582 0.11955 0.115555 0.0944561 0.0890765 0.10532 0.0859921 0.075584 0.0746854 0.0715497 0.0731735 0.0758523
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.36766000000000004 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.062655000000000016 0.15964000000000003 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 0.19444000000000003 0.082485000000000017 0.11346000000000002 0.097210000000000005 -0.45687499999999998 -0.036839999999999991 -0.092264999999999986 -1.0000000180025095e-35 -0.14765999999999999 0.039215000000000007 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 18 6 9 11 -6 12 -5 -4 14 22 -1 16 19 -18 -3 27 -17 -7 23 -9 -2 -22 -21 -11 29 -29
right_child=1 2 7 10 8 21 -8 13 -10 15 -12 -13 -14 -15 -16 20 17 -19 -20 26 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00076742608308170632 0.0007655450543936561 0.00036854658599258608 0.00045271474164253509 0.00067394356401218264 0.00067944426590551567 0.00040890688995295519 0.00047359055127291119 0.00034992937137738887 0.00041620787096155042 0.00081015754647615571 0.00043372231197346046 0.00024442832956364063 0.00089260857786281275 5.9490959947781436e-05 0.00070782128728116053 0.00090129819044879836 0.00074599449749754255 0.00049972131478679695 0.00050184979085244382 0.00074194594625448767 0.00082607734339689115 0.00058347596944626856 0.00036495176545691256 0.00019718417274656105 0.00062275950133410939 0.00068235850646971555 0.00064192666237324698 0.00072155842991136559 0.00073639546698402798 0.00064459444020446193
leaf_weight=1117 50 190 61 34 71 26 24 21 32 35 63 43 59 29 220 25 28 34 32 37 24 22 20 100 24 34 128 117 336 85
leaf_count=1117 50 190 61 34 71 26 24 21 32 35 63 43 59 29 220 25 28 34 32 37 24 22 20 100 24 34 128 117 336 85
internal_value=0 0.000408741 0.000370383 0.000726603 0.000454284 0.000735213 0.000740347 0.000270866 0.000597662 0.000743156 0.000517924 0.000366596 0.000763323 0.000212301 0.000757618 0.000711272 0.000703118 0.000610941 0.000387761 0.000710862 0.000789861 0.000488918 0.00024373 0.000223694 0.000719236 0.000741828 0.000664355 0.000724253 0.000718665 0.000689173
internal_weight=0 673 599 2448 325 2351 2303 274 103 2279 97 104 1396 170 1337 883 800 62 222 738 83 48 141 121 74 58 165 573 538 202
internal_count=3121 673 599 2448 325 2351 2303 274 103 2279 97 104 1396 170 1337 883 800 62 222 738 83 48 141 121 74 58 165 573 538 202
is_linear=0
shrinkage=0.00196078


Tree=7866
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 14 4 2 1 1 14 1 1429 47 14 50 1 51 475 157 0 49 16 47 1 150
split_gain=10.2473 1.69428 1.11112 0.755359 0.527692 0.52108 0.358585 0.309658 0.309585 0.308874 0.256461 0.246378 0.246208 0.168727 0.116277 0.101501 0.135422 0.0948063 0.101345 0.0930586 0.0884487 0.0844065 0.0806918 0.0815163 0.101671 0.0755615 0.0730504 0.0666914 0.109341 0.0664601
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.36766000000000004 0.14285500000000004 0.062655000000000016 0.27834500000000006 0.092235000000000025 0.09253500000000002 0.15471500000000002 -0.45687499999999998 0.080270000000000022 0.084690000000000015 0.090100000000000013 -0.23083499999999998 0.086295000000000011 0.11669000000000002 0.11144500000000002 -0.082139999999999991 -0.41266499999999995 0.051010000000000007 0.11560500000000001 0.15891500000000003 0.081320000000000017 0.086920000000000011 0.085075000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 9 8 -4 11 -6 15 -5 14 -9 21 -17 18 -3 -10 -20 25 -13 -24 27 -1 -26 28 -25 -16
right_child=1 2 7 12 10 -7 -8 13 19 -11 -12 22 -14 -15 29 16 -18 -19 20 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.0006412065342082491 0.00060570903931685767 0.00040268501929774993 0.0003724058970999299 0.00056243571882472383 0.0005535425270041587 0.00040490870908803606 0.00036221436937065686 0.00032074975005040568 7.2222516672703198e-05 0.00073043204130723133 0.00034211813826022633 0.00065110130864550603 0.00035420829751739847 2.9988498772632758e-05 0.00013713525475667917 0.00060779418977293211 0.00045058139418907556 0.00041529865644876485 0.00030437980831459762 0.00025510133280619686 0.00018533137902045061 0.00053264285029928666 0.00067751037420876747 0.00057624971582679403 0.00039522105760100173 0.00053402677369423406 0.0005450005596533069 0.00065680781708044164 0.00044805185132799972 0.00026149571124537319
leaf_weight=925 76 33 64 34 71 48 22 20 23 84 32 54 61 35 95 496 22 34 139 20 29 30 27 486 21 26 31 36 27 20
leaf_count=925 76 33 64 34 71 48 22 20 23 84 32 54 61 35 95 496 22 34 139 20 29 30 27 486 21 26 31 36 27 20
internal_value=0 0.000329515 0.000295384 0.000600122 0.000370833 0.000607095 0.000611338 0.000203319 0.000285954 0.000613758 0.000487857 0.000609264 0.000428732 0.000151308 0.000182761 0.000623321 0.000601117 0.000319541 0.000303343 0.000157282 0.00028383 0.000635046 0.000578368 0.000572114 0.000567379 0.000638276 0.000484513 0.000575227 0.000569502 0.000158763
internal_weight=0 691 615 2430 338 2335 2287 277 107 2265 103 2181 95 170 135 1499 518 235 201 43 168 981 682 628 601 951 52 549 513 115
internal_count=3121 691 615 2430 338 2335 2287 277 107 2265 103 2181 95 170 135 1499 518 235 201 43 168 981 682 628 601 951 52 549 513 115
is_linear=0
shrinkage=0.00196078


Tree=7867
num_leaves=31
num_cat=0
split_feature=1 3 12 1 3 4 12 4 43 2 0 12 4 2 11 0 1 0 4 15 0 12 52 49 39 2 4 16 3 2
split_gain=7.47092 0.990065 0.900017 0.554166 0.443599 0.402065 0.335402 0.256312 0.232754 0.209889 0.207825 0.188011 0.167641 0.164202 0.150664 0.138812 0.124781 0.122875 0.11795 0.222346 0.114083 0.15398 0.100874 0.0950691 0.0921045 0.0894305 0.076678 0.0949913 0.076582 0.0760459
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.31534000000000006 0.27834500000000006 0.091475000000000015 -0.15464999999999998 -0.025214999999999998 0.11177500000000001 -0.068189999999999987 -0.42850999999999995 0.053180000000000012 0.092235000000000025 1.0000000180025095e-35 -0.23194499999999998 0.086105000000000015 -0.13027499999999997 -0.064054999999999987 -0.03241999999999999 -0.10011499999999998 0.13597000000000004 1.0000000180025095e-35 -0.012034999999999999 0.096625000000000016 0.099185000000000009 -0.011209999999999999 -0.008904999999999998 0.14121000000000003 0.15950500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 15 8 23 14 -5 24 -10 13 -6 20 -9 17 -1 -16 -4 25 -20 -8 -22 -15 -2 -3 -17 -11 28 -28 -13
right_child=1 4 6 7 11 -7 12 10 9 26 -12 29 -14 22 16 18 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00066495364043801862 0.00034982043619760693 0.00024607130809607577 0.00040727158213585586 0.00051805706786028308 0.00021759978857175747 0.00028608833427864723 0.00064396547585564583 0.00045498782933196602 0.00043966347151967364 0.00037641097158990438 0.00020125772126073784 9.0373638451245482e-05 0.00044906871572782196 0.00028961935953655875 0.00068896170238548439 0.00060344403117985022 0.00052673897957415238 0.00055862143997877892 0.00051144150607633889 0.00030429633165193624 0.00052413833133045521 0.0003673589556824927 0.00044679463694931244 0.00049897948913562023 0.00015016659570917594 0.00044915952628441885 0.00035305845131184538 0.00014456085792249619 0.00021843591684420757 -5.8877621416479044e-05
leaf_weight=22 20 99 21 40 35 74 29 60 39 22 32 35 139 73 61 52 26 1150 76 27 658 25 20 92 63 20 33 25 32 21
leaf_count=22 20 99 21 40 35 74 29 60 39 22 32 35 139 73 61 52 26 1150 76 27 658 25 20 92 63 20 33 25 32 21
internal_value=0 0.000279865 0.000524879 0.00044222 0.000225364 0.000398242 0.000541419 0.000375733 0.000260397 0.00031578 0.00034496 0.000104864 0.000511354 0.000375016 0.000561756 0.000518156 0.000640481 0.000555907 0.000499702 0.000457141 0.000523514 0.0005184 0.00032342 0.000472344 0.000208775 0.000560587 0.000272642 0.000247277 0.000286783 3.44044e-05
internal_weight=0 590 2531 422 404 186 2109 225 313 151 185 91 851 153 1258 197 87 1171 175 103 712 683 93 112 162 72 112 90 65 56
internal_count=3121 590 2531 422 404 186 2109 225 313 151 185 91 851 153 1258 197 87 1171 175 103 712 683 93 112 162 72 112 90 65 56
is_linear=0
shrinkage=0.00196078


Tree=7868
num_leaves=31
num_cat=0
split_feature=1 12 483 4 44 43 13 3 12 4 12 3 15 15 0 3 4 4 2 12 457 13 4 15 0 14 156 34 2 39
split_gain=0.275771 0.0758181 0.0404696 0.0357063 0.041977 0.0469719 0.0638789 0.0355292 0.0472867 0.033136 0.0297474 0.0266639 0.104457 0.031883 0.0343802 0.0257848 0.0381284 0.0328787 0.0327 0.0256771 0.0244892 0.0263243 0.0383297 0.0241674 0.0355979 0.0289794 0.0238966 0.0234974 0.0444367 0.0233069
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -0.17966999999999997 1.0000000180025095e-35 -0.40263499999999991 0.05868000000000001 0.31370500000000007 -0.42850999999999995 0.042705000000000007 -0.12529499999999996 0.11296500000000002 -0.020484999999999996 -0.44764999999999994 -0.071924999999999989 -0.14186499999999996 -0.14098499999999997 -0.46376499999999993 0.081685000000000021 -1.0000000180025095e-35 0.094845000000000013 -1.0000000180025095e-35 0.0049200000000000008 1.0000000180025095e-35 0.062580000000000011 0.077685000000000018 0.11969000000000002 -0.010024999999999997 0.11870500000000002 0.083240000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 -5 10 27 -9 15 -7 13 -13 -12 20 18 17 -17 -3 -4 21 29 -23 24 -20 -25 -26 -2 -29 -15
right_child=7 9 3 4 -6 6 -8 8 -10 -11 11 12 -14 14 -16 16 -18 -19 23 -21 -22 22 -24 25 26 -27 -28 28 -30 -31
leaf_value=0.0079469632299151282 0.00047777712091126226 0.0098998803703580062 0.0023449589172378181 0.0075433444940363583 0.0073640805992763493 0.0068023879821835602 -0.001801230363478815 0.0032484644640456231 -0.0014793151353452621 0.0042439252978144684 -0.0003885948250535876 0.0036109788136349783 -0.0048490550488349982 0.0012648747427035766 0.0015600384562276305 0.005161052695117318 0.0053473430344555097 0.00017879000256976321 0.0016714472731109709 0.0063833281097342145 0.0016103519461466932 0.004655684814206325 0.0092524739053960036 0.0099597557482344126 0.0084495164626450445 0.0053265929592911298 0.0045368250748897727 0.0048339706030674284 0.0019507460182114523 0.0047083742031064192
leaf_weight=24 44 25 20 23 25 22 27 34 56 298 20 54 20 29 56 26 1669 27 24 74 28 60 26 27 27 27 37 84 147 61
leaf_count=24 44 25 20 23 25 22 27 34 56 298 20 54 20 29 56 26 1669 27 24 74 28 60 26 27 27 27 37 84 147 61
internal_value=0 0.00495641 0.00392812 0.00375114 0.00338161 0.0031479 0.00289704 0.00203135 0.000306735 0.00522394 0.00323442 0.00301268 0.00132448 0.00345885 0.00375481 0.00537855 0.00526349 0.00262292 0.00656493 0.0055241 0.00435729 0.0047943 0.00604541 0.00597779 0.00495584 0.00764317 0.00618749 0.00259577 0.00299919 0.0035988
internal_weight=0 2756 569 545 451 426 403 365 90 2187 376 354 74 280 260 1889 1722 53 167 94 204 176 86 142 88 54 64 275 231 90
internal_count=3121 2756 569 545 451 426 403 365 90 2187 376 354 74 280 260 1889 1722 53 167 94 204 176 86 142 88 54 64 275 231 90
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=31
num_cat=0
split_feature=1 12 47 3 2 1 376 47 12 1446 1375 484 4 4 48 3 12 49 1429 157 132 1213 132 12 403 1209 1213 1212 402 133
split_gain=0.223968 0.0634334 0.0332453 0.0354605 0.0332415 0.0368764 0.0330992 0.029486 0.0272587 0.0312448 0.027139 0.0317297 0.0291965 0.0315856 0.0446336 0.0259224 0.0257248 0.0245932 0.0292523 0.035372 0.0243643 0.0430071 0.0406539 0.0283004 0.0825312 0.0277008 0.0356019 0.0282037 0.0272648 0.0249889
threshold=0.11866500000000001 0.078300000000000008 0.085505000000000012 -0.010424999999999999 0.14530500000000005 0.088975000000000012 0.081970000000000015 0.077555000000000013 0.092550000000000007 0.10573500000000001 -0.096099999999999977 -0.011244999999999998 0.42642000000000008 0.27044500000000005 -0.068459999999999979 -0.0037349999999999996 0.092355000000000007 0.085970000000000005 0.083985000000000018 -0.078064999999999982 -0.086059999999999984 -0.081599999999999992 -0.083284999999999984 0.091475000000000015 -0.048229999999999988 0.083050000000000013 -0.082414999999999974 0.11579500000000002 -0.094124999999999986 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -4 -1 16 -10 -7 -12 13 15 -15 -13 17 20 -19 -20 21 -3 -22 25 -25 27 -27 29 -28 -24
right_child=2 8 6 -5 -6 10 -8 -9 9 -11 11 12 -14 14 -16 -17 -18 18 19 -21 22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.0042368481543428992 0.0025600386116635598 0.0062559931094504214 0.0041287335309350649 0.00012995677546617419 -0.0004808586723811459 -0.00026019085299871543 -0.00039273147238418462 0.0075918938431348048 0.0043473527552640489 0.00060821045898710904 0.0065135709567195072 0.0021004486695846525 0.0058091962999297364 0.003008543740337094 -0.0028466907846133992 0.0042568011323575253 0.0082883376182745338 0.0053111972363037337 0.01091233371635494 0.005162106269453944 0.008145560848060996 0.00067278650452420625 0.0047794156709347422 -0.0022950099759989164 0.00486525590531528 0.0040549979188654111 0.0063845736713244996 0.008253345384516499 0.011183954118750991 0.0027261030629233576
leaf_weight=169 103 22 85 144 20 23 20 31 788 23 28 111 33 30 23 112 23 166 23 20 36 37 802 22 60 32 29 22 20 64
leaf_count=169 103 22 85 144 20 23 20 31 788 23 28 111 33 30 23 112 23 166 23 20 36 37 802 22 60 32 29 22 20 64
internal_value=0 0.00445493 0.00177695 0.00114331 0.00352509 0.00366816 0.0032675 0.00475688 0.0047013 0.00424131 0.00306331 0.00329014 0.00299805 0.00266193 0.000467593 0.00318346 0.00497201 0.00491572 0.00591332 0.00823781 0.00473378 0.00275466 0.00484121 0.00472802 0.00294421 0.00487898 0.00664928 0.0047175 0.0083435 0.00462767
internal_weight=0 2769 352 247 580 560 105 200 2189 811 360 337 309 276 53 223 1378 1355 209 43 1146 59 1087 1051 82 969 81 888 49 866
internal_count=3121 2769 352 247 580 560 105 200 2189 811 360 337 309 276 53 223 1378 1355 209 43 1146 59 1087 1051 82 969 81 888 49 866
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=31
num_cat=0
split_feature=4 3 9 149 13 10 40 11 0 155 157 15 15 41 14 159 2 2 51 1374 15 2 42 1208 484 160 43 13 1213 1
split_gain=0.18538 0.058404 0.0442875 0.0422566 0.0330528 0.0317916 0.0307234 0.0315265 0.0371657 0.040677 0.0418369 0.034312 0.0366664 0.0625404 0.0521035 0.0316066 0.0361244 0.0643516 0.0494097 0.0294275 0.0427815 0.0263568 0.0272967 0.0261721 0.0252659 0.034969 0.0314051 0.0240682 0.0223023 0.0284042
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 -0.01163 -0.079859999999999987 0.051255000000000002 1.0000000180025095e-35 -0.10224499999999999 0.083440000000000014 -0.078969999999999985 -0.095244999999999982 0.040760000000000005 0.07677500000000001 0.078235000000000013 0.085035000000000013 0.08647500000000001 0.079055000000000014 0.094075000000000006 0.086000000000000007 -0.03241999999999999 -0.090999999999999984 0.11457500000000002 0.099975000000000008 0.096415000000000015 -0.076689999999999994 -0.0064299999999999991 -0.41572999999999993 -0.0043299999999999996 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -2 7 8 9 10 -4 -9 13 -13 -14 16 17 -12 19 20 -18 -10 -23 28 25 26 -7 -27 -24 -30
right_child=3 -3 6 -5 -6 24 -8 11 21 -11 15 12 14 -15 -16 -17 18 -19 -20 -21 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.0035528868696509072 -0.0014238580444959018 0.0012598834011441796 -0.00049398033867570736 0.0053030936571303762 -0.0016512857831042747 0.0019912781059527053 0.0010644445528669166 0.009144954880784182 0.00093813950273518773 0.0067515910370275385 0.0018385923839403029 0.0049980780292801699 0.010915711228292258 -0.0012313012246158907 0.0047645269409986217 0.0059865313789273129 0.0015377250222844028 0.0089216117099251441 0.0059868152746930725 0.004649817831814289 -0.0032496186710583666 0.0043792353117095483 0.0045711371371807115 0.0054313564807573038 -0.0014846401347313077 -0.0016988526219907014 0.0071248873200436885 0.0017262258272852417 0.0027109022719517661 -0.0010354749076733631
leaf_weight=26 39 75 36 28 23 26 32 22 24 27 29 83 21 20 40 34 84 23 25 20 24 1927 36 37 24 23 22 190 73 28
leaf_count=26 39 75 36 28 23 26 32 22 24 27 29 83 21 20 40 34 84 23 25 20 24 1927 36 37 24 23 22 190 73 28
internal_value=0 0.00401239 0.00408902 0.00157601 0.00111011 0.00125391 0.0041442 0.00418192 0.00408576 0.00304772 0.00268407 0.00543664 0.00493918 0.00378849 0.00688215 0.00316277 0.00269444 0.00497147 0.00192055 0.00112636 0.000473871 0.00423328 0.00427092 0.0030714 0.00162035 0.00190586 0.00434418 0.00135638 0.00243404 0.0016723
internal_weight=0 2769 2694 352 49 324 2645 2613 2427 302 275 186 164 103 61 239 205 52 153 128 108 2125 2101 174 285 261 48 213 137 101
internal_count=3121 2769 2694 352 49 324 2645 2613 2427 302 275 186 164 103 61 239 205 52 153 128 108 2125 2101 174 285 261 48 213 137 101
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=31
num_cat=0
split_feature=4 2 149 15 1209 1 150 3 12 13 43 15 42 13 3 1427 3 10 3 15 159 16 2 12 49 52 39 11 43 403
split_gain=0.150157 0.0473906 0.0342278 0.0305049 0.0288874 0.0286819 0.0411854 0.0423844 0.0312404 0.0270295 0.029004 0.0264715 0.0356576 0.0260065 0.0258123 0.0487769 0.0297177 0.0257512 0.0254359 0.0249705 0.0332679 0.0278519 0.0239294 0.0236598 0.0510382 0.0230326 0.0230183 0.0392926 0.0236096 0.0302601
threshold=0.27287000000000006 0.14285500000000004 0.07770500000000001 0.083195000000000005 0.091045000000000001 0.088875000000000023 1.0000000180025095e-35 -0.085384999999999975 0.092550000000000007 0.054800000000000008 -0.14792499999999997 -0.03241999999999999 0.11883500000000001 -0.084034999999999985 -0.082794999999999994 0.082040000000000016 -0.080634999999999984 -0.079859999999999987 -0.090164999999999981 -0.076244999999999993 0.03981500000000001 -0.026164999999999997 0.10136500000000002 0.087075000000000014 -0.054984999999999992 0.10347000000000002 0.10166000000000001 0.077695000000000014 -0.09225499999999999 -0.089609999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 4 5 8 14 -8 26 10 -5 13 -13 -3 15 -7 -16 -2 -11 20 -10 -21 -12 24 -9 -24 27 28 -1 -30
right_child=2 11 -4 9 -6 6 7 23 19 18 22 12 -14 -15 16 -17 -18 -19 -20 21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0055220049482159091 -0.0012814720238869389 0.00074919049539381554 0.0047727843430558489 0.0074519353270131568 0.00010487800105833091 0.0037631482795952389 -0.0024095366121796163 0.0026017042299926207 0.0030985116026707635 0.0036453553569107048 0.0040329095655978614 -0.0033434246522596198 0.0021507851720175327 0.0057877693232148888 -0.00028169460755844532 0.0092067917645908895 0.0032635126622742525 0.0014583116491415065 0.00051514025847584867 0.0052598743111870834 0.0073976000516929423 0.001302120476561711 0.0076259347815434203 0.0052318952956490897 -0.0028165235900641642 0.0041207583141324392 0.00092024564192715031 0.0076299379579722881 0.00026121612112468069 0.003958912402231984
leaf_weight=94 39 21 28 28 26 93 23 101 99 87 845 21 27 20 26 20 261 285 37 21 22 116 38 22 21 37 22 32 23 586
leaf_count=94 39 21 28 28 26 93 23 101 99 87 845 21 27 20 26 20 261 285 37 21 22 116 38 22 21 37 22 32 23 586
internal_value=0 0.00361115 0.00141841 0.00368654 0.00341107 0.00346541 0.00289571 0.00157669 0.00378365 0.00409974 0.00428135 0.00134099 -0.000252932 0.00320703 0.0034464 0.00472663 0.00294234 0.00112852 0.00271134 0.00283335 0.00388016 0.00190878 0.00418485 0.00221338 0.00166906 0.00589671 0.00410753 0.00420293 0.00404694 0.00381926
internal_weight=0 2769 352 2680 1608 1582 567 167 1015 1072 948 89 48 41 400 113 287 324 124 258 121 137 920 144 122 75 757 735 703 609
internal_count=3121 2769 352 2680 1608 1582 567 167 1015 1072 948 89 48 41 400 113 287 324 124 258 121 137 920 144 122 75 757 735 703 609
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=31
num_cat=0
split_feature=1 2 48 123 400 1424 0 50 11 12 43 12 12 4 96 47 13 40 48 1 483 401 12 12 133 401 133 1213 1 42
split_gain=0.128176 0.0400457 0.0341674 0.0295386 0.0249529 0.0246726 0.0257053 0.0308398 0.0307338 0.0477428 0.0271516 0.03879 0.0622765 0.0326093 0.0299426 0.0479608 0.0308443 0.0296892 0.0243838 0.0239123 0.0295315 0.023009 0.026152 0.0334164 0.0331101 0.0221533 0.0317609 0.0231857 0.0216262 0.0212338
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.063679999999999987 1.0000000180025095e-35 -0.075934999999999989 0.089465000000000017 0.080455000000000013 0.089300000000000004 -0.036954999999999995 0.096075000000000008 0.09320500000000001 -0.068329999999999988 0.083725000000000008 0.079855000000000023 -0.033284999999999988 -1.0000000180025095e-35 0.081805000000000017 0.16773500000000005 0.098395000000000024 0.080710000000000018 0.11201500000000002 0.10227500000000002 0.11224500000000003 0.093690000000000009 -0.072364999999999985 -0.46944999999999992 0.090840000000000018 -0.087819999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 8 10 21 -10 11 12 14 -12 15 16 -8 -18 -5 20 -2 22 23 -1 -25 26 -23 -27 -9 -29
right_child=19 2 -4 18 -6 -7 7 28 9 -11 13 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 25 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.0034103491613190979 0.0011509030390169977 -0.00039547532902691856 -0.0015198096120730043 -0.0013146782646117573 0.0030415333209192503 0.0068649010583093127 0.0021553792023601441 0.0066427948851404449 0.0028588797573162166 0.0092346570464239153 0.0041144823868024174 0.0036575007927804738 -0.0043022516649216412 0.00023257354386495771 0.0047337407671401042 0.0049979553883895281 0.00048178894157033594 -0.0047749019503085452 0.0028534722891636194 -0.0019351209453104632 0.0051233821146888662 0.0082160812019455159 0.006123476161840646 -0.0013281433105779192 0.0038490571369904844 0.001167015854648694 0.0038287073924121538 0.0015653247368477641 0.0033334983854186235 0.0050930329308407594
leaf_weight=1377 291 22 20 32 530 21 26 28 23 24 109 58 22 27 23 20 21 22 25 23 20 33 34 30 21 27 33 21 67 91
leaf_count=1377 291 22 20 32 530 21 26 28 23 24 109 58 22 27 23 20 21 22 25 23 20 33 34 30 21 27 33 21 67 91
internal_value=0 0.00324931 0.00254719 0.00268075 0.00290455 0.00345396 0.00342044 0.0027223 0.00359273 0.0061146 0.00226277 0.00149703 0.000561904 0.00334381 0.00151736 0.000686165 -0.000563629 -0.00220768 0.000513458 0.00117627 0.00140637 0.00352163 0.00338251 0.00331725 0.000803645 0.00451378 0.00602239 0.00379746 0.00430887 0.00443159
internal_weight=0 2787 629 609 552 2158 2137 423 1714 47 328 192 134 136 112 89 69 43 57 334 311 1667 1462 1428 51 205 66 139 95 112
internal_count=3121 2787 629 609 552 2158 2137 423 1714 47 328 192 134 136 112 89 69 43 57 334 311 1667 1462 1428 51 205 66 139 95 112
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=31
num_cat=0
split_feature=1 2 48 123 33 10 10 2 12 1 123 10 133 14 47 3 0 400 1424 4 158 455 148 147 52 51 3 51 157 157
split_gain=0.103822 0.032437 0.0276756 0.0239263 0.0230234 0.0392148 0.0228747 0.0346994 0.0300584 0.0448686 0.0284171 0.0282516 0.0241458 0.0272297 0.0231395 0.0225052 0.0219541 0.0202118 0.0197097 0.0195092 0.0194292 0.0252828 0.0221017 0.0274065 0.0201875 0.0190352 0.0359683 0.0322024 0.0233996 0.0275169
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 0.083840000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.116525 -0.42850999999999995 0.15799000000000005 0.11679000000000002 -1.0000000180025095e-35 0.089755000000000015 -1.0000000180025095e-35 0.11518500000000002 0.12745000000000004 -0.14723999999999998 -0.063679999999999987 1.0000000180025095e-35 0.50996500000000011 0.07968500000000002 0.08729000000000002 -0.098399999999999974 0.089365000000000014 0.11639500000000001 -0.090529999999999985 -0.094299999999999981 -0.085734999999999992 -0.028564999999999997 0.10361500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 5 -1 7 11 -9 10 12 -2 13 -10 -13 -15 -5 -3 20 -8 21 22 -7 25 -22 26 -24 -27 -28 -30
right_child=6 2 -4 16 -6 18 19 8 9 -11 -12 14 -14 15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 27 28 -29 29 -31
leaf_value=0.00011355518627996471 0.00062576977634858913 -0.00035592782117997891 -0.0013678286504000426 -0.0022072443051729352 0.0057296487097063982 0.0062576814484782521 -0.0033665181091055278 0.0043040462495991961 0.0028957240530871789 -0.0042463016463443635 -0.0024609120107134401 0.005985834120485165 0.0044575863273903019 -0.0023646621299121765 0.0020228148661912064 0.0011739742987584777 0.0019050075288710965 0.0027373799890922802 0.0061784109366791592 0.00082374283368699262 0.0043186743402369226 0.0064415848459161464 -0.0020918551407521592 -0.00037291626608930531 0.0013557577075866553 0.0061970752256456764 0.0040218298711503543 0.0029932659186196432 -0.00044335809794481462 0.0039177728654897727
leaf_weight=44 33 22 20 20 33 20 20 20 39 20 23 34 21 32 26 41 37 530 21 25 199 21 20 25 26 32 54 1601 39 23
leaf_count=44 33 22 20 20 33 20 20 20 39 20 23 34 21 32 26 41 37 530 21 25 199 21 20 25 26 32 54 1601 39 23
internal_value=0 0.00292438 0.00229247 0.00241268 0.00310856 0.00306786 0.00105864 0.0013852 0.000630409 0.000212951 0.00078465 0.00297593 0.00134591 0.000762473 0.00426853 -0.000377209 0.000462112 0.0026141 0.00313032 -0.0010386 0.00309925 0.00299171 0.00295177 0.00291492 0.00397629 0.00296138 0.0018247 0.00305605 0.00249997 0.00117448
internal_weight=0 2787 629 609 2158 2125 334 289 196 176 156 93 133 112 60 73 57 552 2081 45 2060 1835 1814 1794 225 1769 136 1633 116 62
internal_count=3121 2787 629 609 2158 2125 334 289 196 176 156 93 133 112 60 73 57 552 2081 45 2060 1835 1814 1794 225 1769 136 1633 116 62
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 14 4 1 2 47 1 1 12 49 13 457 12 4 475 1 47 4 43 160 157 4 0 2
split_gain=18.6054 2.33796 2.03507 1.20847 1.08012 0.851656 0.524919 0.504801 0.487337 0.426478 0.356225 0.293599 0.278642 0.261468 0.311116 0.208768 0.19936 0.194836 0.169559 0.190981 0.167093 0.134167 0.129412 0.119854 0.10999 0.108955 0.104721 0.094345 0.0906967 0.084533
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 0.27287000000000006 0.076175000000000007 0.36766000000000004 0.09253500000000002 0.14122000000000004 0.10019500000000002 0.12000500000000001 0.089625000000000024 0.085885000000000017 -0.012034999999999999 -1.0000000180025095e-35 0.080930000000000016 0.091325000000000003 -0.51843499999999987 -0.069854999999999987 0.16175000000000003 0.08265500000000002 0.061775000000000004 -0.0064299999999999991 -0.067824999999999983 -0.069619999999999987 0.00063500000000000004 -0.095504999999999993 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 11 13 10 -4 17 16 -8 18 22 -2 -3 20 19 -1 -6 -7 -15 -13 -5 -14 -20 -28 -16 -21
right_child=1 5 9 24 8 21 12 -9 -10 -11 -12 23 25 14 28 -17 -18 -19 26 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00096317626515022507 0.00047023219038166248 0.00028077638837611019 0.00065136890377174748 0.00023472220380302516 0.00079015184783501932 0.00014433057143805399 0.00034904535372857175 0.0009205394045947782 0.00043425899226703994 0.00038770234166270515 0.00050202949980958866 0.00063234956519387796 0.0002733870233708661 0.00052377221119754452 0.00062218356190943251 0.00069126738656156604 0.00047026763554492026 0.00050376114198097996 0.00059000346444401089 0.00078342702748081358 0.00068484285207234927 -2.9723397364803388e-05 0.00071399644236354266 0.0004331865241163906 0.00038957418382882034 0.00012415018351050362 0.00075114736880768629 0.0006574082909440365 0.000745982693663163 0.00074231684767333357
leaf_weight=21 20 74 34 29 69 90 48 74 34 77 41 21 26 44 25 92 30 20 20 881 361 21 20 26 45 68 262 49 253 246
leaf_count=21 20 74 34 29 69 90 48 74 34 77 41 21 26 44 25 92 30 20 20 881 361 21 20 26 45 68 262 49 253 246
internal_value=0 0.000341418 0.000728074 0.000523328 0.000739982 0.000257668 0.000313079 0.000761786 0.00066128 0.000468465 0.000677 0.000393561 0.000227496 0.000755334 0.000706474 0.000651797 0.000335437 0.000692942 0.000766633 0.000777906 0.000701741 0.000111401 0.000583217 0.000522174 0.000328889 0.000165428 0.000727534 0.000736378 0.00073485 0.000774454
internal_weight=0 590 2531 186 2420 404 293 1895 525 111 491 151 142 1821 342 112 104 450 1479 1148 430 111 64 47 74 94 331 311 278 1127
internal_count=3121 590 2531 186 2420 404 293 1895 525 111 491 151 142 1821 342 112 104 450 1479 1148 430 111 64 47 74 94 331 311 278 1127
is_linear=0
shrinkage=0.00196078


Tree=7875
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 0 47 1 52 150 0 16 2 49 159 457 15 0 0 475 15 48 4 1 50 15 11
split_gain=8.80844 1.53244 0.695026 0.688459 0.525499 0.426064 0.325547 0.322515 0.292676 0.22263 0.221424 0.210988 0.200397 0.163895 0.160224 0.155574 0.132222 0.121597 0.131697 0.11885 0.108728 0.108416 0.0992714 0.107524 0.0949769 0.113555 0.0769618 0.0723778 0.0698149 0.0697853
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.085505000000000012 0.077845000000000011 1.0000000180025095e-35 0.09487000000000001 -0.085669999999999982 -0.042349999999999992 0.31358000000000003 -0.054984999999999992 0.08154500000000002 0.083995000000000014 -0.074054999999999996 0.18019500000000002 -0.15599999999999997 -1.0000000180025095e-35 -0.013969999999999998 0.092475000000000016 -0.52556499999999995 0.13075500000000004 0.10877000000000002 -0.095244999999999982 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 17 6 7 8 21 15 -4 12 22 27 -11 -6 -2 18 19 -3 24 -1 -9 -24 25 -15 -5 -10 -13 -18
right_child=1 4 10 26 9 -7 -8 11 13 14 -12 28 -14 20 -16 -17 29 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051326761374694278 0.00039402764993248004 0.00035087871633080484 0.00055274978796599286 0.00034389681168132871 0.00018812350948339373 0.00039458280821860422 0.00070104940116568967 0.00037259384861909877 0.00062927040058154333 0.00023036571991007153 0.00034512092376671311 0.00063270878460672166 0.00029762638089082696 0.00071626537921381931 0.00042591281022170399 2.0379736559013562e-05 0.00052268885619368788 0.00024561182284736155 0.00026295942629256738 0.00049217745906534683 0.00043582461153467497 0.00034138842039749403 0.00049881009992742466 0.00063751042239806237 0.00050553847846553784 0.00058265383508060106 0.00021282587791229994 0.000566138882263034 0.00054446270775489094 0.00062306414120921901
leaf_weight=43 24 60 28 61 186 48 84 20 470 49 67 60 20 25 24 24 89 41 34 37 20 21 153 25 60 1123 24 82 81 38
leaf_count=43 24 60 28 61 186 48 84 20 470 49 67 60 20 25 24 24 89 41 34 37 20 21 153 25 60 1123 24 82 81 38
internal_value=0 0.000319829 0.000570719 0.000448042 0.000253327 0.000577408 0.000581245 0.000576677 0.000587145 0.000201378 0.000406317 0.000522908 0.000484679 0.000591829 0.000294655 0.000168953 0.000527499 0.000338802 0.000367969 0.000404776 0.000579215 0.00045687 0.000503574 0.00051829 0.000581589 0.000585563 0.000306889 0.000619892 0.000582014 0.000552722
internal_weight=0 691 2430 236 455 2335 2287 2203 1844 283 95 359 218 1780 73 210 151 172 131 97 1228 64 198 178 1208 1148 85 552 141 127
internal_count=3121 691 2430 236 455 2335 2287 2203 1844 283 95 359 218 1780 73 210 151 172 131 97 1228 64 198 178 1208 1148 85 552 141 127
is_linear=0
shrinkage=0.00196078


Tree=7876
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 48 2 4 1 1 1 1 31 0 1 475 156 52 1 1 15 13 2 52
split_gain=11.1144 1.72568 1.06052 0.851918 0.60417 0.541818 0.490902 0.39922 0.332129 0.278474 0.207672 0.178834 0.167479 0.160172 0.140988 0.13131 0.130481 0.117885 0.104975 0.0954954 0.0953057 0.0942338 0.0826284 0.0996281 0.0979613 0.0933616 0.0772011 0.0709612 0.0678093 0.0661302
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14530500000000005 0.092235000000000025 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.077845000000000011 0.062655000000000016 -0.015314999999999997 -0.090999999999999984 -0.15464999999999998 0.13436000000000001 0.16175000000000003 0.122715 0.086920000000000011 -0.077289999999999984 -0.097024999999999986 0.13075500000000004 -0.08230999999999998 1.0000000180025095e-35 0.039215000000000007 0.095950000000000021 1.0000000180025095e-35 -0.095869999999999983 0.05868000000000001 -0.13033999999999998 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 10 18 -8 11 -4 12 -7 -1 -9 -15 -6 -2 29 -3 26 27 -13 23 24 25 -23 -19 -5 -20 -14
right_child=1 4 9 20 15 8 7 13 -10 -11 -12 21 17 14 -16 -17 -18 19 28 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059164837268372054 0.00071329235970462018 0.00037181039291227897 0.00070350603917900586 0.00052714659010662755 0.00028293787202724786 0.00056901362928757034 0.0006162184920083404 0.00059022368388433086 0.0005311005180928765 0.0004726020962378492 0.00087726379660471262 0.00079532010595454849 0.00077806167863022724 0.00042789185651152074 0.0002686920119997333 0.00010872332791838686 0.00056585462095166798 0.00073135419110933249 0.00029598914609546318 0.00074716221800743968 0.00032963855922514318 0.00067584400751160558 0.00077206264224227435 0.00072916812624011014 0.00055772112165060307 0.0007977808147300909 0.00058165792134192915 0.0003872159642703605 0.00015044783954234683 0.00070504560248524535
leaf_weight=22 113 42 28 38 80 32 53 20 41 71 62 57 1032 148 25 21 29 27 32 354 24 228 78 295 24 27 26 22 20 50
leaf_count=22 113 42 28 38 80 32 53 20 41 71 62 57 1032 148 25 21 29 27 32 354 24 228 78 295 24 27 26 22 20 50
internal_value=0 0.000451271 0.000736714 0.000590591 0.000379874 0.000745072 0.000419429 0.000465485 0.00070289 0.000537908 0.000766042 0.000712395 0.000761478 0.000424092 0.000404886 0.000246715 0.000683182 0.000763987 0.0002989 0.000735541 0.000434067 0.000718867 0.000712183 0.000704046 0.000677483 0.000688755 0.000657918 0.000475839 0.000240012 0.000774688
internal_weight=0 667 2454 226 441 2355 340 246 782 99 1573 741 1511 193 173 101 142 1489 94 407 84 709 652 574 279 255 53 60 52 1082
internal_count=3121 667 2454 226 441 2355 340 246 782 99 1573 741 1511 193 173 101 142 1489 94 407 84 709 652 574 279 255 53 60 52 1082
is_linear=0
shrinkage=0.00196078


Tree=7877
num_leaves=31
num_cat=0
split_feature=1 4 484 1 2 96 4 15 15 15 12 1 48 2 0 43 49 43 0 51 43 50 14 156 1455 160 12 1446 2 16
split_gain=0.202085 0.0732172 0.0513363 0.0408393 0.0363949 0.0374442 0.0354651 0.0354128 0.0347644 0.0644311 0.0312713 0.0431726 0.0309624 0.0248718 0.0504367 0.0322212 0.0365039 0.0234493 0.0232294 0.0227025 0.0226685 0.0225551 0.0220405 0.0215536 0.0212884 0.0455843 0.0263175 0.0279291 0.0221075 0.0205104
threshold=0.095950000000000021 -0.008819999999999998 -0.020124999999999994 0.13743000000000002 0.13501500000000002 0.087655000000000025 -0.0047449999999999992 -0.089964999999999976 -0.30407999999999996 -0.41942499999999994 -0.010834999999999999 0.09697500000000002 0.083685000000000009 0.11362000000000001 -0.0058249999999999994 -0.052894999999999991 0.10877000000000002 0.084740000000000024 -0.079119999999999982 -0.41109999999999997 -0.081154999999999991 -0.23848499999999997 0.062655000000000016 0.085790000000000019 -0.23681499999999997 -0.55323499999999981 0.11586 0.11018500000000002 0.11144000000000001 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 10 5 6 -3 8 9 18 12 -12 -4 21 15 16 -15 19 -6 -8 -13 -1 24 -24 -23 -26 27 28 29 -27
right_child=1 4 3 -5 7 -7 17 -9 -10 -11 11 20 -14 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0077320060078901326 0.0079433225078641301 -0.001444463777152123 -0.00063688433642878576 -0.00024371251498383508 -0.00039655372872948649 -0.0014045523241899597 0.0050175504074158042 -0.0031181310853836213 0.0043986778050937037 -0.0041179563947177185 3.8400676567107444e-05 0.0076068074407952815 0.0036122718513844181 0.0076401537595744669 -0.0013086515367918073 0.0025302366526662617 0.0029461303524052108 0.0048716189698133549 0.0035283364845733892 0.0022905599695971445 0.0044757198340256597 0.0067281146312598147 0.0051709329897177319 0.0088776817778125402 0.00031735851532883115 0.0047111305859845491 0.0016122638880915474 0.0073878772780793071 0.0074673728522611782 0.004029983188613492
leaf_weight=22 28 20 27 27 25 24 34 22 27 24 20 27 47 37 21 76 30 51 38 299 161 40 62 21 27 1007 32 33 24 788
leaf_count=22 28 20 27 27 25 24 34 22 27 24 20 27 47 37 21 76 30 51 38 299 161 40 62 21 27 1007 32 33 24 788
internal_value=0 0.00267701 0.00384319 0.00347166 0.00198019 0.00243301 0.00266098 0.000555128 0.001264 0.000291172 0.00382739 0.00445549 0.0020619 0.00445273 0.0032676 0.00393963 0.00553835 0.00287481 0.00197084 0.00256899 0.0049254 0.00454726 0.00451282 0.00610879 0.00444492 0.00439713 0.0044556 0.00450473 0.00445242 0.00441211
internal_weight=0 901 337 309 564 428 404 136 114 87 282 208 74 2220 164 143 67 384 63 333 188 2056 2034 83 1951 1911 1884 1852 1819 1795
internal_count=3121 901 337 309 564 428 404 136 114 87 282 208 74 2220 164 143 67 384 63 333 188 2056 2034 83 1951 1911 1884 1852 1819 1795
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=31
num_cat=0
split_feature=1 4 2 96 48 160 15 10 42 13 133 132 3 133 1 15 151 0 401 4 130 49 43 43 4 52 3 159 50 16
split_gain=0.163854 0.0674785 0.0448989 0.0362751 0.0335559 0.0289265 0.0287678 0.038464 0.0239566 0.0282148 0.0235911 0.0816307 0.0246132 0.0250375 0.0342829 0.0311603 0.0242232 0.0226335 0.045625 0.0461047 0.0281578 0.0309966 0.0330673 0.0255716 0.0321411 0.0235562 0.022006 0.0244849 0.0275587 0.0284198
threshold=0.096325000000000008 -0.17966999999999997 0.13754500000000003 0.087655000000000025 -0.088719999999999979 -0.43215499999999996 -0.079929999999999987 -0.39840999999999999 0.12181500000000002 -0.11122999999999998 -0.24098999999999995 -1.0000000180025095e-35 -0.028564999999999997 0.089980000000000018 0.13021500000000003 -0.015039999999999998 0.055020000000000006 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 0.10797500000000002 0.10969000000000002 -0.11720999999999999 -0.064334999999999989 -0.062539999999999984 0.10744000000000002 0.092670000000000016 0.11484000000000001 -0.13200999999999999 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 4 -3 -6 7 -4 9 -9 -7 -12 -13 14 15 16 -14 26 19 -19 21 22 -21 -24 25 -25 27 28 -1 -30
right_child=1 2 6 -5 5 10 -8 8 -10 -11 11 12 13 -15 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0071679093613056469 0.0045758553633187737 0.0065971450810320678 0.0051617490989156068 -0.0012455185400680282 0.0061662769981194292 0.0048877835358408367 -0.0022545110988205358 0.0016579001070567757 0.0033753937750589103 -0.0023485551036757013 -0.0041341019165702167 0.0031412892537533163 0.0015577311162293579 -0.0010974661696569197 0.0047358141356380655 -0.0015646839030523552 0.0049794069268197447 0.0078268437995575365 -0.00046705276317273581 0.00017326970761320716 0.006710667616624217 -0.00022459449720810409 0.0055659476226067239 0.0046490843317128329 0.00081440104510296484 0.00087314507924020303 0.0019530198693630358 0.0022537735630832022 0.0042764100176855566 0.0018806060159798053
leaf_weight=32 122 20 20 26 20 33 31 32 20 39 20 230 150 28 40 28 24 24 30 29 22 27 58 95 44 20 45 63 1698 51
leaf_count=32 122 20 20 26 20 33 31 32 20 39 20 230 150 28 40 28 24 24 30 29 22 27 58 95 44 20 45 63 1698 51
internal_value=0 0.00239255 0.00204253 0.00241043 0.00257072 0.00243018 0.000438818 0.00119101 0.000318319 -0.000542829 0.00229506 0.00213052 0.00238111 0.00173355 0.0020611 0.00153146 0.00202969 0.00400121 0.00326135 0.00361199 0.00326908 0.00299174 0.00334475 0.00376859 0.00311295 0.0039924 0.0041379 0.00419122 0.00425976 0.00420655
internal_weight=0 883 761 619 593 573 142 111 91 71 553 520 500 270 242 202 174 2238 349 319 295 273 246 217 159 115 1889 1844 1781 1749
internal_count=3121 883 761 619 593 573 142 111 91 71 553 520 500 270 242 202 174 2238 349 319 295 273 246 217 159 115 1889 1844 1781 1749
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 1 2 0 49 1 1 2 12 151 4 13 160 159 14 52 16 48 16 0 2 11
split_gain=21.126 3.54272 2.15273 1.66898 1.36135 0.981019 0.712364 0.642014 0.590028 0.514648 0.483513 0.326929 0.564243 0.383493 0.268317 0.237637 0.210722 0.193358 0.188893 0.186806 0.181568 0.210751 0.129412 0.128899 0.205416 0.126464 0.125008 0.123606 0.122977 0.118338
threshold=0.104035 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.27834500000000006 0.062655000000000016 0.077845000000000011 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.15799000000000005 0.14122000000000004 0.08815000000000002 -0.083919999999999981 -0.51843499999999987 0.061215000000000012 -1.0000000180025095e-35 0.084695000000000006 -1.0000000180025095e-35 -0.065544999999999978 -0.27167499999999994 0.083685000000000009 0.11346000000000002 -0.060129999999999996 0.089885000000000007 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 8 14 -6 11 -5 17 12 13 -1 23 20 18 -7 -13 -20 21 -3 -23 -4 -25 -11 -12 -18 -15 -10
right_child=1 2 6 9 7 10 -8 -9 29 25 26 16 -14 28 -16 -17 27 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00089098763687798729 0.00089217316516904761 0.00070287597676118219 0.00016172713442665174 0.00084982030824118967 0.0007945659151707815 0.00064920647527212075 0.00057758157974499558 0.00049706154044658411 0.00096707361098987603 0.00041925277099853347 0.0005326981143534273 0.0011179684813505683 0.0010309929807646935 0.0007174037544779206 7.6134222238755027e-05 0.0002847669809581894 0.00089544433730862679 0.00084227945094927773 0.0009345849572435337 0.00075139866381511758 0.00043722453436807523 0.00058851920187792033 0.00038418532689811372 0.00025206587922114591 0.00045331306062845256 0.00059692150332641769 0.00073352505464551712 0.00078233489818222974 0.00054292141978501103 0.0011335268150312688
leaf_weight=42 76 24 33 28 83 21 26 42 24 24 26 21 35 41 35 30 781 396 788 22 190 22 26 78 26 43 22 39 25 52
leaf_count=42 76 24 33 28 83 21 26 42 24 24 26 21 35 41 35 30 781 396 788 22 190 22 26 78 26 43 22 39 25 52
internal_value=0 0.00049279 0.000443435 0.000881337 0.000523373 0.000891702 0.000275081 0.000694604 0.000911743 0.000626575 0.000811105 0.000904575 0.000814635 0.000744519 0.000229354 0.000450072 0.000912365 0.000832556 0.00093437 0.00092961 0.000469 0.000552851 0.000477838 0.000268498 0.000302378 0.000533279 0.000624744 0.000890065 0.000651312 0.00108096
internal_weight=0 691 615 2430 417 2335 198 125 1870 95 465 1794 143 108 172 292 1651 417 831 810 262 72 48 137 104 67 48 820 66 76
internal_count=3121 691 615 2430 417 2335 198 125 1870 95 465 1794 143 108 172 292 1651 417 831 810 262 72 48 137 104 67 48 820 66 76
is_linear=0
shrinkage=0.00196078


Tree=7880
num_leaves=31
num_cat=0
split_feature=1 4 12 3 4 1 2 1 159 2 14 11 1 457 47 0 49 1 2 2 147 11 2 13 160 2 49 16 3 43
split_gain=22.141 2.5633 2.33095 1.82313 1.76729 1.03364 0.998953 0.982535 0.672828 0.582652 0.387366 0.281914 0.28677 0.39413 0.270981 0.471288 0.261841 0.245885 0.222104 0.21886 0.169373 0.153754 0.138668 0.197566 0.137941 0.132722 0.129787 0.121551 0.117544 0.190912
threshold=0.10752500000000002 0.27287000000000006 -0.010834999999999999 -0.059315 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.13075500000000004 0.082585000000000006 0.089775000000000008 0.062655000000000016 1.0000000180025095e-35 0.088975000000000012 0.080930000000000016 0.10019500000000002 -0.061629999999999997 -0.012034999999999999 0.086920000000000011 0.092120000000000021 0.25063000000000007 0.088610000000000008 0.082485000000000017 0.11928500000000002 -0.0021749999999999994 0.08325500000000001 0.14753000000000002 -0.045154999999999994 0.27776000000000006 -0.11171999999999999 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 18 9 20 14 10 17 12 27 -14 22 -16 -2 -4 -1 -9 -3 -13 23 -5 -20 -10 -6 28 29 -11
right_child=1 7 4 8 26 -7 -8 19 25 11 -12 21 13 -15 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010120587143438314 0.0006160801356913996 0.00051474907904725095 0.0009829954514047909 0.00047995594029562083 0.0004568118163767983 0.00055433924453970136 0.00062648227190362411 0.00028332711243088919 0.000399071371422663 0.00093867052102984943 0.0011262944311487908 0.0011392541323222366 0.00087673050365818129 0.00056559209539558983 0.00084593210282165893 0.00047068373481087291 0.00086362184694660895 0.00092497621792997809 0.00073362470246636979 6.7592513235329344e-05 0.00032285631637664618 0.00096139538703485336 0.0003920317862076098 0.00072184021566428392 0.00092477383845104009 0.00020390527860290197 0.00066293405094211772 0.00084820585042553684 0.00092605234755999708 0.00067928121954787001
leaf_weight=24 20 112 916 37 24 90 38 130 37 24 60 25 49 23 31 22 92 405 47 21 21 74 26 20 21 21 23 113 555 20
leaf_count=24 20 112 916 37 24 90 38 130 37 24 60 25 49 23 31 22 92 405 47 21 21 74 26 20 21 21 23 113 555 20
internal_value=0 0.000495717 0.000917514 0.000620227 0.000934077 0.000703739 0.000941762 0.000361563 0.00050523 0.000947054 0.000972206 0.000907716 0.000895266 0.000777339 0.000580639 0.000690169 0.000819418 0.000965208 0.000849892 0.000253324 0.00048445 0.00100631 0.000510699 0.000564828 0.000792656 0.000328408 0.00055768 0.000907191 0.000918318 0.000820766
internal_weight=0 590 2531 306 2349 182 2302 284 194 2264 1381 883 784 72 136 53 112 1321 92 151 133 99 83 57 68 58 47 712 599 44
internal_count=3121 590 2531 306 2349 182 2302 284 194 2264 1381 883 784 72 136 53 112 1321 92 151 133 99 83 57 68 58 47 712 599 44
is_linear=0
shrinkage=0.00196078


Tree=7881
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 12 1 2 124 2 4 4 12 150 4 47 14 3 1 42 16 0 50 0 0 15 3 2 124 4
split_gain=13.0881 2.11217 1.23811 0.940719 0.688944 0.493647 0.408388 0.409667 0.369653 0.355183 0.391436 0.348825 0.333188 0.271493 0.265977 0.220583 0.211767 0.179935 0.132906 0.115436 0.109698 0.11589 0.108909 0.103127 0.101286 0.16415 0.100745 0.0901547 0.089624 0.0792
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.066704999999999987 0.088105000000000003 0.051320000000000005 0.08864000000000001 0.13404500000000005 -1.0000000180025095e-35 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.090285000000000018 1.0000000180025095e-35 0.033845000000000007 0.077555000000000013 0.076175000000000007 0.10732000000000001 0.08592000000000001 0.11457500000000002 -0.013024999999999998 -0.094299999999999981 0.086295000000000011 -0.092404999999999973 -0.11242999999999999 -0.095244999999999982 -0.017889999999999996 0.31358000000000003 -0.087394999999999987 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 28 -1 7 15 -8 10 -4 -6 16 -10 23 17 24 19 -16 20 -5 -22 27 -14 25 -7 -12 -11 -3 -2
right_child=1 2 9 6 11 12 8 -9 13 22 26 -13 14 -15 18 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049185478142909592 0.00074199764605830699 0.00048866683528536834 0.00042885612241907577 0.00066141746784449847 0.00063741624775067189 0.00076250590237916685 0.00042231811314573126 0.0004778342865677377 0.00066403657282553105 0.00017375407967526425 0.00032165342874541952 0.00039084162996789697 0.00078995162027650605 0.00045313306995119679 0.00063507935818013137 0.00084667762510137626 0.00087100347792141313 0.00049029480181999653 0.00047305513814767348 0.00056171241816172586 0.00088523992428592613 0.00071358769227250474 0.00028809923856060968 0.0006955803222604514 0.00073744428268918941 0.00051128821264879369 0.00018791776489933044 3.683357232644997e-05 0.00035404643485779214 0.00060496699138014927
leaf_weight=38 50 21 63 114 71 20 63 41 88 64 32 32 48 32 103 30 45 20 24 26 20 62 22 614 1040 20 67 26 201 24
leaf_count=38 50 21 63 114 71 20 63 41 88 64 32 32 48 32 103 30 45 20 24 26 20 62 22 614 1040 20 67 26 201 24
internal_value=0 0.00038503 0.000346421 0.000693777 0.000428273 0.000713153 0.000617525 0.000660546 0.000543943 0.000249334 0.000308033 0.000560811 0.000717546 0.000607796 0.000686655 0.000688087 0.000739212 0.000668427 0.000604461 0.000684475 0.000700759 0.000755454 0.00016443 0.000702423 0.00073372 0.000636897 0.000231145 0.000134199 0.000366781 0.000697555
internal_weight=0 673 599 2448 325 1952 496 313 183 274 162 103 1914 120 789 272 1125 242 127 222 196 82 112 662 1080 40 99 90 222 74
internal_count=3121 673 599 2448 325 1952 496 313 183 274 162 103 1914 120 789 272 1125 242 127 222 196 82 112 662 1080 40 99 90 222 74
is_linear=0
shrinkage=0.00196078


Tree=7882
num_leaves=31
num_cat=0
split_feature=1 4 3 2 9 10 0 10 133 4 42 156 12 2 16 133 42 47 158 2 2 3 14 52 457 13 42 2 52 1
split_gain=0.318841 0.0859306 0.0603987 0.0446677 0.0664866 0.0390414 0.0359233 0.0322943 0.032103 0.0299325 0.0292155 0.0288565 0.0265641 0.0381445 0.0260629 0.0254709 0.0286235 0.0390948 0.0248792 0.0369741 0.0236954 0.0226484 0.0207784 0.021611 0.0266743 0.0200558 0.0203347 0.0300041 0.0261913 0.0200355
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.069930000000000006 0.22582000000000002 -0.0026549999999999994 -1.0000000180025095e-35 0.042705000000000007 0.10755000000000002 0.096220000000000014 -0.42850999999999995 0.15950500000000004 -0.44310499999999992 0.087435000000000013 0.090545000000000014 0.11370000000000001 0.086290000000000019 0.091545000000000015 0.13913500000000004 0.10299500000000002 -0.22253999999999999 -0.090859999999999982 -0.069489999999999982 -0.086804999999999979 -0.012324999999999997 0.090175000000000019 -0.15275999999999998 0.11103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 7 15 9 -3 -5 20 11 22 -4 -14 18 16 17 29 19 -11 21 -1 -10 -24 -25 -16 28 -28 -27 -6
right_child=1 2 12 8 5 -7 -8 -9 10 14 -12 -13 13 -15 25 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0058442564528113127 0.006384747106214771 0.0030577117590891087 0.0030575192453605789 7.6693742353793081e-05 0.0069797354866750544 0.0019970680756325075 0.0013589884713292122 -0.0020064232313598044 0.0055067587590851225 0.0014296423539053649 0.00055705677315762093 0.0064400297417132948 0.001040172056397343 -0.0040243040677910361 0.0021539413781706675 0.0024162556929513811 0.0047219085062833455 0.0038404473347500678 0.0088312736246734854 0.0063648194561080479 0.002334091596567305 0.0035499199904734271 0.0055235654461946318 -0.0012358234904240818 0.0026648949209476074 0.0060211185082469296 0.008561212352166574 0.0045178958823761115 0.0019028534523231238 0.010729983721153233
leaf_weight=1942 78 34 35 46 28 33 20 20 28 20 44 27 58 20 43 20 68 21 24 63 20 44 22 20 142 23 24 78 47 29
leaf_count=1942 78 34 35 46 28 33 20 20 28 20 44 27 58 20 43 20 68 21 24 63 20 44 22 20 142 23 24 78 47 29
internal_value=0 0.00323751 0.0028843 0.00329507 0.00429408 0.00513854 0.00557902 0.00118211 0.00252683 0.00561527 0.00292508 0.00336103 0.000768647 -0.000258412 0.00472028 0.00576305 0.00622152 0.00752887 0.00599558 0.00517562 0.00575894 0.00579343 0.0029689 0.0025827 0.00218332 0.0040856 0.00456852 0.00546926 0.003256 0.00888776
internal_weight=0 773 695 582 253 199 2348 54 329 2328 283 239 113 78 322 166 146 78 107 83 2006 1986 212 184 162 215 172 102 70 57
internal_count=3121 773 695 582 253 199 2348 54 329 2328 283 239 113 78 322 166 146 78 107 83 2006 1986 212 184 162 215 172 102 70 57
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 2 2 4 2 150 49 47 4 2 1 1429 12 12 3 13 3 3 11 1 1 2 15
split_gain=9.89084 1.57625 0.809266 0.767856 0.600769 0.463061 0.296106 0.278331 0.267903 0.265397 0.249042 0.156116 0.134653 0.127972 0.124591 0.11887 0.120214 0.109481 0.145145 0.104817 0.10458 0.131284 0.110369 0.0957764 0.152877 0.0940368 0.0892714 0.0806565 0.078973 0.0882498
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.14960000000000004 0.17025000000000004 -0.062539999999999984 -0.090999999999999984 1.0000000180025095e-35 -0.054984999999999992 0.10589000000000001 -0.55119499999999988 0.092235000000000025 0.080270000000000022 0.084690000000000015 0.11734000000000001 -0.010834999999999999 0.11658 -0.0087749999999999981 0.30112000000000005 0.076840000000000006 1.0000000180025095e-35 0.13075500000000004 0.086455000000000018 0.11411 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 14 6 11 -4 12 10 -6 -1 19 -2 20 -13 17 -17 -19 25 22 -22 -3 24 26 -7 -12 -18 -5 -30
right_child=1 4 7 28 9 8 -8 -9 -10 -11 23 15 -14 -15 -16 16 27 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00044619048731451362 0.0004113033550449243 0.00033028486932656074 0.00058366126258249705 0.00039014202877392178 0.00041618361587033551 0.00056651672682426915 0.00073530143636237489 0.00035187211391839174 0.00035345538310021114 7.3840773577674043e-05 0.00026488293474042078 0.00076269633629742783 0.00043122851271547525 0.00057085886660415762 0.00049409497782316688 0.00062988075833511886 0.00058265419145480649 0.00060102969399490678 0.00043056845117141218 0.00047991705656635995 0.00048829469306744036 0.00031935084539654306 0.00015751278805298629 0.00014997697961144932 0.00034488964795473275 0.00066118373996867951 0.00014686017975156361 0.00045343502643792067 0.00033826590128409209 0.00017929609956256315
leaf_weight=22 23 44 28 30 25 328 76 69 26 50 44 20 30 121 21 973 260 483 20 47 28 48 21 70 38 46 56 20 29 25
leaf_count=22 23 44 28 30 25 328 76 69 26 50 44 20 30 121 21 973 260 483 20 47 28 48 21 70 38 46 56 20 29 25
internal_value=0 0.000325895 0.000594294 0.000458466 0.000257971 0.000601535 0.000615419 0.00041878 0.000546991 0.000203462 0.000231278 0.000610351 0.000558148 0.000545374 0.000353194 0.000612385 0.000610673 0.000617739 0.000594252 0.000567192 0.000332208 0.000381593 0.000274466 0.000209054 0.00023902 0.00057816 0.00019879 0.000573424 0.000309481 0.000264669
internal_weight=0 673 2448 228 445 2351 1874 97 477 283 233 1798 451 144 162 1776 1756 1476 503 421 141 76 65 208 138 374 100 280 84 54
internal_count=3121 673 2448 228 445 2351 1874 97 477 283 233 1798 451 144 162 1776 1756 1476 503 421 141 76 65 208 138 374 100 280 84 54
is_linear=0
shrinkage=0.00196078


Tree=7884
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 14 2 4 2 49 14 1 40 1 1 4 1 43 12 1 12 15 49 4 50
split_gain=12.0206 2.006 0.996598 0.864911 0.655004 0.517737 0.477385 0.464105 0.426507 0.474799 0.309483 0.234747 0.200555 0.181047 0.175581 0.12914 0.128104 0.124909 0.122269 0.112983 0.109961 0.157403 0.144475 0.117484 0.10151 0.0999949 0.0867588 0.0804895 0.0708904 0.0696459
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.13754500000000003 0.09253500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.089885000000000007 -0.15464999999999998 0.094835000000000017 -0.054984999999999992 0.097795000000000007 0.16175000000000003 -0.077714999999999992 0.091195000000000012 0.13436000000000001 -0.013514999999999998 0.083345000000000016 0.064745000000000011 0.090285000000000018 0.13075500000000004 0.092355000000000007 -0.11033999999999998 0.088340000000000016 0.061775000000000004 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 8 6 10 13 17 28 11 18 -11 -1 -2 -12 29 -3 -4 -14 22 23 -13 -22 -5 -24 -25 -15 -10 -6
right_child=1 4 5 24 16 -7 -8 -9 9 12 15 20 19 27 -16 -17 -18 -19 -20 -21 21 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00073859366850975239 0.00044673843807894147 0.00028792459756701242 0.00069444314260853316 0.00039653220500042235 0.00014353457408328003 0.00039271383650241307 0.0004500779312668604 0.00038399814546219928 0.00061321932654145026 0.00050932195329783008 0.00083055920050721221 0.00067952698433282929 0.00032319289217003032 0.000451599108809502 0.00063363177859692386 0.00065101669644754311 8.0600067902265951e-06 0.00014634562369582115 0.00064315882825307139 0.00018540976542679181 0.00068138053482459258 0.00049754805397982636 0.0004665114306936077 0.00070618445194568953 0.00024564806816093561 0.00062881304233855062 0.00058898565062020071 0.00060814493009690143 0.0004695462104189931 0.00027407061270439797
leaf_weight=26 23 46 1111 60 55 26 37 69 23 20 67 386 150 23 121 20 21 50 213 27 120 37 20 28 24 54 183 28 31 22
leaf_count=26 23 46 1111 60 55 26 37 69 23 20 67 386 150 23 121 20 21 50 213 27 120 37 20 28 24 54 183 28 31 22
internal_value=0 0.000361989 0.000657876 0.000511543 0.000285363 0.000667839 0.000670982 0.000500782 0.000325341 0.000367854 0.000674633 0.000669998 0.000323205 0.000605432 0.000603781 0.000789285 0.000143808 0.000214186 0.000686193 0.000302175 0.000644101 0.000618838 0.000664312 0.000632396 0.000353422 0.000584948 0.000604538 0.000537546 0.00053074 0.000180831
internal_weight=0 673 2448 228 445 2302 2276 146 347 251 2239 2152 197 77 144 87 98 96 1324 177 828 368 460 331 84 74 211 51 54 77
internal_count=3121 673 2448 228 445 2302 2276 146 347 251 2239 2152 197 77 144 87 98 96 1324 177 828 368 460 331 84 74 211 51 54 77
is_linear=0
shrinkage=0.00196078


Tree=7885
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 160 1 15 133 16 48 0 41 12 41 43 13 43 2 123 1 4 16 3 3 474 2 15 3 130
split_gain=0.363458 0.0909887 0.0571996 0.0438819 0.0350184 0.0345087 0.031866 0.0421953 0.0288848 0.0286332 0.0252428 0.0385141 0.0271796 0.0614802 0.0348436 0.0250958 0.0463355 0.0254342 0.0407214 0.0334827 0.0293234 0.0376069 0.042816 0.0235382 0.0244578 0.0672311 0.0373278 0.0402735 0.0282677 0.03488
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.042705000000000007 -0.4136149999999999 0.083345000000000016 -0.093244999999999981 -0.23133499999999999 -0.44310499999999992 0.093265000000000015 -0.030209999999999997 0.075585000000000013 0.085250000000000006 0.088180000000000008 -0.24021999999999996 0.17001000000000002 -0.074359999999999996 0.14753000000000002 0.10695000000000002 0.10871500000000002 0.41379000000000005 -0.065999999999999989 0.10542000000000001 -0.094874999999999987 0.085020000000000012 0.091265000000000013 0.084195000000000006 -0.13927999999999999 0.093930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 10 -5 9 -8 -7 -6 12 -12 23 -14 -15 -10 17 -17 19 20 -19 22 -22 24 25 26 27 -1 -28 -30
right_child=1 2 -4 5 6 8 7 -9 15 -11 11 -13 13 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.008614280420442811 0.0062343446533286986 0.0073063817648549708 0.00099852028421794424 0.0073183727759169419 0.0070109102033350081 0.0064698145162158955 0.004976429437519983 -0.00032736325035026916 0.005821547171009505 0.0047598033497573038 0.0055555182281708309 0.0011928186023093682 0.011397681544622174 0.0083854884293902195 0.0028188556316308677 0.0021001591234280116 -0.0011308136532596988 0.002536945520634098 -0.00034427279505230813 0.00037134934047406369 0.0095290473097878886 0.0037177103588980466 0.004508323431281107 0.0035969236070134991 0.0063257935020646083 0.00021302567329257728 0.0066802202723920349 0.0051435345670740526 0.00038519274937149527 0.0058136007998837161
leaf_weight=64 102 28 115 20 83 24 40 24 28 177 129 24 32 23 22 181 29 56 23 22 33 77 35 36 1525 24 26 70 29 20
leaf_count=64 102 28 115 20 83 24 40 24 28 177 129 24 32 23 22 181 29 56 23 22 33 77 35 36 1525 24 26 70 29 20
internal_value=0 0.00345165 0.00302865 0.00344855 0.00595162 0.00324397 0.00498639 0.00298751 0.00308356 0.00547843 0.00610614 0.00487117 0.00620713 0.00804684 0.00566402 0.00291565 0.00273721 0.00299991 0.00366193 0.00407512 0.00448051 0.00523113 0.00694485 0.00612816 0.00618 0.00522576 0.00580139 0.0068012 0.00401504 0.00260087
internal_weight=0 773 671 556 2348 528 324 64 508 260 2024 153 1871 77 45 484 456 427 246 223 201 145 68 1794 1758 233 209 134 75 49
internal_count=3121 773 671 556 2348 528 324 64 508 260 2024 153 1871 77 45 484 456 427 246 223 201 145 68 1794 1758 233 209 134 75 49
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=31
num_cat=0
split_feature=1 155 1 1348 15 12 4 2 133 160 13 1 0 16 2 15 133 150 150 160 131 156 16 0 48 133 13 3 3 15
split_gain=0.295014 0.0697913 0.0465161 0.0401332 0.0414318 0.0338233 0.03287 0.0313221 0.0306935 0.0294887 0.0285127 0.0269892 0.0264401 0.0341507 0.024774 0.0258614 0.0237188 0.050573 0.0316824 0.031299 0.0383106 0.0430168 0.0391093 0.030337 0.0393115 0.0292651 0.0289193 0.0281269 0.0400139 0.0256459
threshold=0.10293500000000001 0.084785000000000013 0.14860500000000001 0.092395000000000019 -0.077219999999999983 0.11903500000000002 0.40124500000000002 0.092235000000000025 -0.088669999999999985 -0.076689999999999994 -1.0000000180025095e-35 0.12656000000000003 -0.010949999999999998 -0.25582999999999995 0.11548000000000001 -0.042209999999999991 0.017095000000000003 0.083555000000000004 0.083250000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.11386000000000002 -0.062804999999999986 -0.073309999999999986 0.093675000000000022 0.091580000000000009 0.016935000000000002 -0.13927999999999999 -0.088784999999999989 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 7 -1 -2 10 -10 -11 13 -4 -6 -16 17 19 25 20 21 22 23 24 -9 26 29 -24 -29 -18
right_child=1 -3 12 -5 14 -7 -8 16 9 11 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0056309180767923246 0.0058598314790287986 0.0058181366453487655 -0.0012935602014873772 -0.0013017920289366018 0.0050425278486034052 0.0062121362587356059 0.0014918099125762556 0.0021996577130155449 0.0023072404923128349 0.002283809499203926 0.0062997346774123055 8.3787792047567591e-05 -0.0027300222604979009 0.0041610218708228791 0.0049747917728883958 0.001031586263184764 0.0061627729744015433 0.00015759368026111689 0.0088834430794231586 0.0062926178774267262 0.007899911239743233 0.0076057930407976669 0.0055078735070613529 0.0075854853695879387 0.0072111186622034603 0.0045522611602982228 0.0035572161409072583 -0.0023292225954355673 0.0025511233536304819 0.0098378633566457655
leaf_weight=1582 22 81 22 21 139 23 22 49 53 144 27 91 21 24 29 39 55 27 25 88 25 27 24 30 23 229 25 20 105 29
leaf_count=1582 22 81 22 21 139 23 22 49 53 144 27 91 21 24 29 39 55 27 25 88 25 27 24 30 23 229 25 20 105 29
internal_value=0 0.00304903 0.00270659 0.00299105 0.00315005 0.00250185 0.00533929 0.00537511 0.00224862 0.00199641 0.00365471 0.00143189 0.000210086 0.00155231 0.00427735 0.00271325 0.00485694 0.00434339 0.00544831 0.00463243 0.00415026 0.00381307 0.00340508 0.00491376 0.00380054 0.00519423 0.00654294 0.0023723 0.00177027 0.00743155
internal_weight=0 736 655 588 567 360 2385 2363 337 315 80 235 67 46 207 68 781 418 363 391 303 278 251 102 72 338 109 149 125 84
internal_count=3121 736 655 588 567 360 2385 2363 337 315 80 235 67 46 207 68 781 418 363 391 303 278 251 102 72 338 109 149 125 84
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=31
num_cat=0
split_feature=1 4 47 47 11 50 48 0 0 150 0 49 1451 49 2 52 14 3 4 42 133 484 15 14 51 15 43 1212 1212 1213
split_gain=0.239689 0.0663448 0.0469654 0.0398463 0.0334184 0.0352477 0.0352335 0.0302399 0.0287875 0.0246844 0.0276184 0.0236693 0.0340553 0.0359058 0.0397252 0.029279 0.0287821 0.0281554 0.0331455 0.0265834 0.0256905 0.0216742 0.0349032 0.0371955 0.052544 0.048263 0.0207466 0.0365262 0.0450887 0.0303722
threshold=0.10124500000000002 -0.39518999999999993 0.083875000000000019 0.11043500000000002 -1.0000000180025095e-35 0.10209500000000001 -0.081134999999999999 -0.23091999999999999 0.22582000000000002 0.116995 -0.18901999999999997 0.11560500000000001 0.089825000000000002 0.11136000000000001 0.13501500000000002 -0.12647999999999995 -1.0000000180025095e-35 0.090900000000000009 -0.059649999999999988 0.083935000000000023 0.091250000000000012 0.096415000000000015 -0.56020999999999987 -0.22253999999999999 -0.069724999999999995 -0.42198999999999992 0.0016850000000000001 -0.014129999999999998 -0.082209999999999991 0.12389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 -3 6 -6 -8 11 10 -9 12 13 14 16 20 -1 26 -19 -17 -13 22 -12 24 -24 -25 27 28 -18 -29
right_child=1 2 3 -5 5 -7 7 9 -10 -11 21 15 -14 -15 -16 19 17 18 -20 -21 -22 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=0.0086657925276085734 0.0055573380643275019 -0.0020402251277118924 0.0056221490505629704 0.002685454897667713 0.0054622884996486116 0.005187160368742688 0.0051140273363368275 0.0051343576601621784 0.0010443822061643006 -0.0011176605606177711 0.0054946858921776651 0.0073249108540559453 0.0083963893603400466 0.0088166366948786642 0.00079879383556544789 -0.00098924894831725401 0.0059067705644338282 0.004672361055289927 0.00093972956946788305 0.003392431969857878 0.0032345286187003643 -0.00087833072798925316 0.0011541751295665345 -0.0024048109954172697 0.0077222484829170372 0.0015395190241595932 0.0042965012455623555 0.0048823971476567619 0.011126071994367522 0.007465687562572829
leaf_weight=20 78 20 74 123 26 35 24 22 20 34 23 28 28 23 24 20 96 61 39 45 34 35 29 37 21 192 405 1438 20 47
leaf_count=20 78 20 74 123 26 35 24 22 20 34 23 28 28 23 24 20 96 61 39 45 34 35 29 37 21 192 405 1438 20 47
internal_value=0 0.00279193 0.00248157 0.00378858 0.00196454 0.00213211 0.00189074 0.00166805 0.0048221 0.00145761 0.0017015 0.00485456 0.00493115 0.0048865 0.00484446 0.00352713 0.00489013 0.00485427 0.00321663 0.00204422 0.0050818 0.0014774 0.00175042 0.00144175 0.00391277 0.000902226 0.00493591 0.00509766 0.00680665 0.00496416
internal_weight=0 773 695 197 498 478 443 417 2348 393 359 2328 2201 2173 2150 127 2126 2106 100 65 62 337 302 279 50 229 2006 1601 116 1485
internal_count=3121 773 695 197 498 478 443 417 2348 393 359 2328 2201 2173 2150 127 2126 2106 100 65 62 337 302 279 50 229 2006 1601 116 1485
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=31
num_cat=0
split_feature=1 4 150 49 160 2 14 1 1456 159 39 131 3 160 1 16 2 0 0 49 49 50 49 4 0 1375 16 1213 1429 475
split_gain=0.196228 0.0678631 0.0546022 0.0294573 0.0300571 0.0283481 0.0225288 0.0213414 0.0245104 0.0251831 0.0218389 0.0253704 0.0211964 0.0529342 0.0597342 0.0276651 0.0333023 0.0223369 0.0327293 0.0286284 0.0326616 0.0245197 0.0284667 0.0235838 0.0292941 0.0470121 0.0435082 0.0346001 0.0260013 0.0282519
threshold=0.095950000000000021 0.27287000000000006 1.0000000180025095e-35 0.14233500000000002 0.096485000000000015 0.25063000000000007 0.062655000000000016 0.096575000000000008 -0.049894999999999995 0.014475000000000003 0.094095000000000026 0.10340500000000001 -0.11171999999999999 -0.037174999999999993 0.077845000000000011 0.15273500000000004 0.092365000000000017 -0.13455999999999999 -0.14649999999999996 -0.00064499999999999985 -0.072814999999999977 0.10917 -0.010699999999999999 0.0052350000000000009 -0.085669999999999982 0.081895000000000009 0.013515000000000001 0.104315 0.083985000000000018 -0.016104999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -3 12 -2 -9 10 11 -10 13 14 -1 16 -15 18 19 20 -14 23 -23 24 26 -26 27 28 29 -19
right_child=1 5 -4 -5 -6 -7 -8 8 9 -11 -12 -13 17 15 -16 -17 -18 21 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0039621005594001517 0.00095823445792674381 0.0017644742013154819 0.0016148525644525222 0.0010938216493065868 0.0077127435202287006 -0.0018037313207363089 0.0059988953986681911 0.0068355883813152711 0.0047691762963001129 0.0014300602684287648 0.0014723012085866047 0.0011381737466546753 0.0049158815401218218 0.0048558532186322272 -0.0032450358545326671 0.0074950947871674674 0.00034788590653435044 0.002607988428941031 -0.00034020074197779531 0.0061446040995446422 -0.00035760909990842821 0.0069505864311940977 0.0029517643329548008 0.0037771592257876303 0.0043590904463641942 0.0092589725134894253 0.0016798981047909838 0.0024606600727683173 0.0091195486459279603 0.0059641775691607396
leaf_weight=23 23 308 143 35 22 24 84 30 230 38 27 21 24 57 23 23 23 27 23 34 23 20 162 282 935 20 29 31 24 353
leaf_count=23 23 308 143 35 22 24 84 30 230 38 27 21 24 57 23 23 23 27 23 34 23 20 162 282 935 20 29 31 24 353
internal_value=0 0.0026427 0.00330563 0.00387319 0.00412198 0.00150653 0.0043925 0.0039079 0.00410397 0.00384464 0.00417469 0.00446539 0.00432932 0.00317896 0.000358532 0.00443856 0.00355981 0.00441559 0.00298892 0.00393423 0.00233524 0.00449438 0.0033912 0.00461242 0.00477841 0.00446171 0.00543025 0.00568028 0.00592733 0.00572571
internal_weight=0 901 569 426 391 332 2220 369 346 316 278 251 2136 149 46 103 80 1987 104 81 47 1883 182 1701 1419 955 464 435 404 380
internal_count=3121 901 569 426 391 332 2220 369 346 316 278 251 2136 149 46 103 80 1987 104 81 47 1883 182 1701 1419 955 464 435 404 380
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 1 457 2 0 49 4 1 39 49 0 156 475 2 132 1 3 3 52 4 4 0
split_gain=6.81645 0.841478 0.757427 0.453527 0.436208 0.281858 0.223267 0.202234 0.225697 0.187579 0.17863 0.196026 0.130999 0.210163 0.135067 0.12565 0.0976182 0.0841174 0.0777394 0.138234 0.0765342 0.0744156 0.0702541 0.111829 0.0702273 0.0911537 0.0689638 0.0952505 0.0676455 0.204055
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.077845000000000011 0.080930000000000016 0.14285500000000004 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.098220000000000016 -0.012034999999999999 -0.076579999999999995 -1.0000000180025095e-35 -0.069854999999999987 0.087995000000000004 0.088890000000000011 0.15799000000000005 0.149315 -0.017889999999999996 0.039215000000000007 0.24564500000000003 -0.17966999999999997 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 7 12 -3 -9 -4 11 20 13 15 18 -1 24 -2 -14 -20 -5 -17 23 -7 25 -10 27 -22 -21 -30
right_child=1 5 9 10 -6 22 -8 8 16 -11 -12 -13 14 -15 -16 21 -18 -19 19 28 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00049886220768720162 0.00033284653955157478 0.00016275262027422944 0.00047621370061021558 0.00053362669959991938 0.00025409406089783106 0.00013660182199422635 0.00062001289001532953 0.00040238940119604211 0.00018238576266868122 0.00029061899839258212 0.00031252898750644105 0.00032699633035724517 0.00052885018131648785 0.00059111733111291156 0.00045365915570974667 0.00042749296745109733 0.00013839222177198162 0.00047315146237332295 0.00065125438512540323 0.00053290677197228849 0.00045134349033480552 0.00030507407498125939 0.00021481968947580657 -3.4613006990220322e-05 0.00020166909736063745 0.00032592176159028136 0.0004917797824851211 0.00031150344300086427 0.00048607727372246268 0.0002900663128111572
leaf_weight=49 20 90 28 66 74 55 77 42 22 83 34 39 1275 36 119 42 29 92 20 75 173 35 23 20 48 75 154 21 182 23
leaf_count=49 20 90 28 66 74 55 77 42 22 83 34 39 1275 36 119 42 29 92 20 75 173 35 23 20 48 75 154 21 182 23
internal_value=0 0.000261779 0.000495816 0.00050308 0.000370913 0.000211534 0.000516553 0.000240844 0.000273382 0.000337436 0.000449602 0.00045989 0.000512261 0.000458992 0.000517355 0.000421242 0.000242242 0.000448097 0.000522168 0.000493769 0.000472409 0.000371848 0.000120017 9.09445e-05 0.000263012 0.000293367 0.000460799 0.000436206 0.00048252 0.000464086
internal_weight=0 590 2531 2420 186 404 1933 306 216 111 487 453 1856 162 1694 126 174 112 1575 300 414 77 98 75 145 97 348 194 280 205
internal_count=3121 590 2531 2420 186 404 1933 306 216 111 487 453 1856 162 1694 126 174 112 1575 300 414 77 98 75 145 97 348 194 280 205
is_linear=0
shrinkage=0.00196078


Tree=7890
num_leaves=31
num_cat=0
split_feature=1 12 44 4 39 475 1 15 1 16 16 0 16 150 13 12 34 130 4 1 3 12 149 3 4 16 16 1428 11 11
split_gain=0.189068 0.0600893 0.0348625 0.0371252 0.0422063 0.0394666 0.0359445 0.0342921 0.0267934 0.0248774 0.0231289 0.0290178 0.0212993 0.0244883 0.0199345 0.0379263 0.0350594 0.0259139 0.0253612 0.0225825 0.021869 0.0197693 0.0196113 0.0392356 0.0276928 0.02107 0.0782241 0.0294519 0.0320757 0.0258763
threshold=0.11910500000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.085425000000000015 -0.074744999999999992 0.095950000000000021 -1.0000000180025095e-35 0.16773500000000005 0.23311500000000004 -0.039889999999999988 -0.084804999999999978 -0.066924999999999985 0.084335000000000007 -0.072819999999999982 0.096990000000000007 -0.028109999999999996 -0.0060099999999999989 -0.013125 0.14262000000000002 0.013900000000000001 -0.081419999999999979 0.079625000000000015 -0.085784999999999986 0.40124500000000002 0.19444000000000003 0.25792000000000009 -0.020064999999999996 0.091795000000000015 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 7 10 -5 14 -1 12 -12 13 -7 15 19 -16 -18 -19 21 -20 -2 24 -24 25 29 -27 -28 -29 -3
right_child=8 22 -4 5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 16 -17 17 18 20 -21 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0082945235131774101 0.0037188394486226818 0.0044021843377909436 0.0064709445163316564 0.0025713464617729189 0.00069085542796528906 0.0049948565386900672 0.0021370854386309683 -0.0032845989102497698 -0.0016655099213771199 0.0045406206498406461 0.0073004609022877713 0.0030128539591613747 0.00035631323063915429 0.0014037006285174617 -0.00082030980847775943 -0.0030086328601464634 0.00068925837948617924 0.0069157991031913654 0.0041887061701404047 -0.00038212660986643577 0.00068515927065163854 0.00085668789343312812 0.0096873904997482902 0.0034985735851694789 0.001519804571746915 -0.00093662033049280152 0.00065132615960795774 0.0040516693607868448 0.0075936409227293118 0.0062201148928845845
leaf_weight=27 55 1734 31 20 20 59 239 20 23 51 38 27 22 28 25 20 31 23 62 39 25 43 20 21 35 34 22 216 29 82
leaf_count=27 55 1734 31 20 20 59 239 20 23 51 38 27 22 28 25 20 31 23 62 39 25 43 20 21 35 34 22 216 29 82
internal_value=0 0.00411126 0.00320798 0.0030244 0.00478919 0.00264261 0.00293309 -0.000356626 0.0016322 0.00584005 0.00402646 0.00551945 0.00313614 0.00383908 0.00186703 0.00105922 0.00263103 0.00324297 0.00396266 0.00165307 0.00318194 0.002463 0.00435098 0.00651751 0.00430971 0.00435583 0.00358093 0.0041562 0.00447092 0.00448427
internal_weight=0 2775 582 551 98 453 413 40 346 78 174 65 109 87 323 157 166 141 110 137 87 98 2193 41 2152 2117 301 267 245 1816
internal_count=3121 2775 582 551 98 453 413 40 346 78 174 65 109 87 323 157 166 141 110 137 87 98 2193 41 2152 2117 301 267 245 1816
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 2 2 4 1 11 47 52 1 124 3 13 1 49 51 1 39 51 0 4 1
split_gain=12.5659 1.53857 1.28758 0.767317 0.732737 0.693479 0.549657 0.386546 0.383841 0.367133 0.273562 0.259717 0.194726 0.194379 0.18648 0.176387 0.174943 0.191493 0.175666 0.174538 0.266863 0.161153 0.146794 0.146384 0.137363 0.127754 0.116797 0.113738 0.106848 0.104496
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14530500000000005 0.092550000000000007 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.11389000000000002 0.13501500000000002 0.033845000000000007 0.16175000000000003 1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.10217499999999997 -0.0082249999999999979 0.086105000000000015 -0.012034999999999999 -0.10056999999999998 0.12958500000000003 0.098220000000000016 -0.033649999999999992 -0.074479999999999977 -0.033174999999999989 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 7 14 -3 -6 24 15 12 27 -7 19 23 17 18 -10 20 -4 -16 -2 -1 -9 28 -25 -8 -11 -5
right_child=1 5 6 29 8 13 11 9 16 25 -12 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00076242876648525883 0.00044815750025651034 0.00022168995603545689 0.00042336604007485869 0.00039414968706813513 0.00068999962615115301 0.00018589204483563949 0.00069435979209603793 0.00064612777236311197 0.00038351045020557697 0.00048117313124334724 0.00043448166576846636 0.00048271085750433351 0.00058250325868075764 -2.6071197192430717e-05 0.00085093655975024198 0.00079591877922300627 0.00059938469301442363 0.00034593998832493548 0.00058936670469818362 0.00071007764081792806 0.00070611710039831241 0.00067258599769918852 0.00063350399684570635 0.00048242548095484044 0.00042160350537183238 0.00021601555034004408 0.00063726464573408709 0.00063966331601334522 0.0003351840454226301 0.00023674959254757377
leaf_weight=31 20 90 21 50 28 80 307 22 30 23 22 36 123 21 64 33 23 73 34 1218 33 28 92 22 20 29 126 279 119 24
leaf_count=31 20 90 21 50 28 80 307 22 30 23 22 36 123 21 64 33 23 73 34 1218 33 28 92 22 20 29 126 279 119 24
internal_value=0 0.000350468 0.00066823 0.000498038 0.000569363 0.000282528 0.000688013 0.00032943 0.000478209 0.000374954 0.000642598 0.000645181 0.000653431 0.00014182 0.000711407 0.000664195 0.000441145 0.00041458 0.000492872 0.000705241 0.000596158 0.000796656 0.000600406 0.000639911 0.000539211 0.00033461 0.000614248 0.000668318 0.00035883 0.000343101
internal_weight=0 590 2531 186 422 404 2109 303 188 213 234 745 709 101 1364 212 160 137 64 1272 54 92 112 179 42 171 148 586 142 74
internal_count=3121 590 2531 186 422 404 2109 303 188 213 234 745 709 101 1364 212 160 137 64 1272 54 92 112 179 42 171 148 586 142 74
is_linear=0
shrinkage=0.00196078


Tree=7892
num_leaves=31
num_cat=0
split_feature=1 3 0 2 0 45 11 52 13 48 15 3 4 156 1213 1212 13 4 1212 1456 2 474 474 3 133 16 4 48 12 457
split_gain=0.198095 0.0546489 0.0500165 0.0317676 0.0279636 0.0234837 0.0227109 0.0232921 0.023168 0.0221563 0.0317176 0.0295034 0.0227316 0.0370515 0.0208827 0.0324543 0.034737 0.024263 0.03357 0.0206167 0.0270828 0.024651 0.0421397 0.0633538 0.0336019 0.02707 0.0456812 0.0332885 0.0354115 0.0319696
threshold=0.10124500000000002 -0.03694999999999999 0.089620000000000019 0.10981000000000002 0.22582000000000002 0.10526500000000001 0.090070000000000025 -0.037344999999999996 0.05868000000000001 0.10168500000000001 -0.13578499999999996 -0.073309999999999986 0.042705000000000007 0.013700000000000002 0.11830500000000001 0.11473500000000002 -0.06884499999999999 -0.076779999999999987 0.099965000000000012 0.056265000000000009 0.094565000000000024 0.10135500000000001 0.085295000000000024 -0.085384999999999975 0.085895000000000013 0.19444000000000003 -0.39518999999999993 0.089575000000000016 0.09334000000000002 -0.0056599999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 9 -3 8 -8 -5 10 -1 -11 14 -14 15 19 -17 18 -16 21 -21 22 25 -24 -25 26 -12 28 -27 -28
right_child=1 2 -4 6 -6 -7 7 -9 -10 11 12 -13 13 -15 17 16 -18 -19 -20 20 -22 -23 23 24 -26 27 29 -29 -30 -31
leaf_value=0.0062890230212534776 0.0043069418792135725 0.0019095602684733759 -0.0029108250419431856 0.0030839765917820235 0.00066628145985305311 0.0051259794505313042 0.0064643962681293493 0.0016382066125515849 -0.00067876242327555606 0.0040888180764734076 0.0091610349884087405 0.00054159405867032929 0.0039026680942468349 -0.00038076202321132195 0.0049364604581413531 -0.00090905651450157166 0.0045294014775815105 0.0033746710540726783 0.0094951222091913239 0.0061858465010813882 0.0028197985009996798 0.0066256453549223288 -0.0011951257993297821 0.0025627040939138236 0.006883320054125593 0.0053643734341200728 0.0021371764947826495 -0.00060636117588728665 0.0018632555523743996 0.004670919450524837
leaf_weight=94 203 419 21 30 20 24 20 20 36 81 22 33 246 22 35 23 24 25 30 136 29 49 33 54 27 65 52 20 52 1176
leaf_count=94 203 419 21 30 20 24 20 20 36 81 22 33 246 22 35 23 24 25 30 136 29 49 33 54 27 65 52 20 52 1176
internal_value=0 0.00254392 0.00185776 0.00357426 0.00438955 0.00208381 0.00217109 0.0040513 0.00103157 0.00442154 0.00449154 0.00306199 0.00441184 0.00355104 0.0045364 0.00446051 0.00186803 0.00602218 0.00704046 0.00453156 0.00559424 0.00441844 0.00434638 0.00249822 0.00400291 0.00449829 0.00464454 0.00316384 0.00380832 0.00456363
internal_weight=0 773 464 309 2348 443 106 40 66 2328 2214 114 2120 268 1852 1762 47 90 65 1715 165 1550 1501 114 81 1387 1250 137 117 1228
internal_count=3121 773 464 309 2348 443 106 40 66 2328 2214 114 2120 268 1852 1762 47 90 65 1715 165 1550 1501 114 81 1387 1250 137 117 1228
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=31
num_cat=0
split_feature=1 12 150 9 14 123 44 16 2 151 3 52 0 475 1 483 4 49 16 12 43 43 133 475 12 4 133 43 2 151
split_gain=0.166314 0.0513164 0.0327291 0.0350596 0.0394021 0.0360763 0.0350494 0.0351012 0.037449 0.0299411 0.0280853 0.031681 0.0287378 0.0253706 0.0228051 0.0269808 0.0219481 0.0208611 0.0179857 0.0179436 0.0279856 0.0554999 0.0236557 0.0354672 0.0409975 0.0341904 0.0374672 0.0323868 0.0311439 0.0278923
threshold=0.12000500000000001 0.078300000000000008 0.091105000000000005 -1.0000000180025095e-35 0.023790000000000002 0.083965000000000012 0.081805000000000017 -0.0019699999999999995 0.094835000000000017 -0.0033899999999999994 0.12178000000000001 -0.080114999999999978 -0.094299999999999981 -0.010194999999999997 0.16773500000000005 0.098395000000000024 -0.034939999999999992 -0.080859999999999987 0.052820000000000013 0.088245000000000004 0.093175000000000022 0.060960000000000007 0.08784500000000002 -0.085684999999999997 0.083875000000000019 -0.080744999999999997 0.11269500000000002 -0.082689999999999986 0.087955000000000019 -0.088054999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 10 13 -4 11 12 17 -9 15 16 -2 -5 -10 20 21 22 23 24 -3 26 -24 28 -27 -25
right_child=14 19 9 4 -6 -7 -8 8 18 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 29 -26 27 -28 -29 -30 -31
leaf_value=-0.002558411464560777 0.0034415676892321141 0.0035340257441434501 0.0026440192082909084 0.0043600584818151494 0.0067563848569989204 0.0034479465894401077 0.0068214445965937703 0.0036035534748364061 0.00079873008004282251 -0.0010718149705124754 -0.00059940537204965954 0.0035021437476128597 -0.0022069458539287251 0.0080498182694568789 -0.0016080053745890441 0.0052080684865359224 0.0010395799914772583 -5.5886740301502873e-05 0.0038309353783938893 0.0037847375289810901 0.007271872293495108 -0.00011823269139443125 0.008391538742200836 0.0022171493719546488 0.008932860297724032 0.0066585362644954807 0.0034300742500151201 -0.00036358025866899303 0.0020556722359009543 0.004668179602370307
leaf_weight=20 45 22 57 23 35 20 26 21 26 35 30 143 21 33 23 20 246 20 79 1337 32 28 23 51 39 21 45 33 49 518
leaf_count=20 45 22 57 23 35 20 26 21 26 35 30 143 21 33 23 20 246 20 79 1337 32 28 23 51 39 21 45 33 49 518
internal_value=0 0.0037919 0.00296297 0.00328369 0.00353217 0.000444768 0.00326476 0.00303124 0.00418069 0.00123039 0.00226009 0.00267451 0.000825277 0.00632072 0.00143049 0.0016552 0.00141102 0.00230613 0.0030801 0.00401402 0.00437007 0.00425806 0.00441104 0.00469416 0.00698574 0.00336794 0.00510822 0.00221902 0.00343653 0.00444849
internal_weight=0 2787 589 497 457 40 422 396 159 92 237 207 64 54 334 311 291 43 105 2198 861 829 801 630 61 171 68 103 70 569
internal_count=3121 2787 589 497 457 40 422 396 159 92 237 207 64 54 334 311 291 43 105 2198 861 829 801 630 61 171 68 103 70 569
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 2 14 0 15 0 47 2 1 2 51 16 13 4 3 0 52 12 3 4 1
split_gain=8.90527 1.15968 1.03558 0.790778 0.47743 0.392244 0.33279 0.299541 0.278265 0.210808 0.199435 0.193221 0.179878 0.142698 0.141584 0.14048 0.109319 0.108283 0.0914568 0.0866509 0.0856262 0.0851824 0.0849921 0.0835072 0.0798773 0.073637 0.0679464 0.0638809 0.0615342 0.0608824
threshold=0.10752500000000002 0.13075500000000004 0.078300000000000008 0.085055000000000006 0.092845000000000025 0.091475000000000015 0.13082500000000002 -0.15464999999999998 0.23246000000000003 0.033845000000000007 0.11389000000000002 0.076175000000000007 -0.13027499999999997 0.13592500000000005 -0.067094999999999988 0.077555000000000013 0.10444500000000002 0.15964000000000003 0.14122000000000004 -0.096089999999999981 0.052820000000000013 -1.0000000180025095e-35 -0.036839999999999991 -0.10115999999999999 -0.094654999999999975 0.060015000000000006 0.11472500000000001 -0.065819999999999976 -0.50262499999999988 0.11392000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 11 17 -6 22 13 15 12 -4 24 16 19 21 25 20 -1 29 -9 -5 -11 -7 26 -3 -26 -14 -2
right_child=1 6 5 8 7 9 -8 14 -10 23 -12 -13 28 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00063053156870106859 0.00033804484431963788 0.00015280531204820615 0.00045320157546038721 0.00064018345437943935 0.00057184078258459641 0.00065922780973428393 0.00036595276177169212 0.00038176980832468806 0.00037011841738146116 0.00037520776995841193 0.00037105895329291136 0.00073938664008329634 0.00071740954676095174 0.00042139927317520949 0.00024168114424747406 0.00066954686992940415 0.00033263662837575288 6.1425506057786756e-05 0.00019265270722555177 0.00051864200891391988 0.00041894627818498623 0.00052265417532451933 0.00051391301660612344 0.00051090460874337912 0.00058036263398914098 0.00028348022040828138 0.00027603444679841107 0.00052104827838347239 0.00061030833023369103 0.00026243566088417724
leaf_weight=32 85 123 28 32 35 44 39 33 45 20 24 45 21 23 27 37 53 31 25 158 28 33 57 136 548 26 20 80 1154 79
leaf_count=32 85 123 28 32 35 44 39 33 45 20 24 45 21 23 27 37 53 31 25 158 28 33 57 136 548 26 20 80 1154 79
internal_value=0 0.00030561 0.000573113 0.000377343 0.000485687 0.000591106 0.000200262 0.000408926 0.000495778 0.000558646 0.00054104 0.00061324 0.000608521 0.000573267 0.000369871 0.000559012 0.000398956 0.000167952 0.000304208 0.000537487 0.000318733 0.000452212 0.000559314 0.000493508 0.000578465 0.000187492 0.00017004 0.000572807 0.000612222 0.000301623
internal_weight=0 590 2531 351 432 2099 239 181 134 851 251 1248 1203 695 146 227 119 200 217 190 192 66 89 156 672 169 143 628 1175 164
internal_count=3121 590 2531 351 432 2099 239 181 134 851 251 1248 1203 695 146 227 119 200 217 190 192 66 89 156 672 169 143 628 1175 164
is_linear=0
shrinkage=0.00196078


Tree=7895
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 4 1 2 3 14 123 47 11 3 1 457 13 0 11 160 4 159 43 2 15 131
split_gain=15.0734 2.5299 1.53947 1.26467 0.980413 0.755111 0.767397 0.477821 0.423022 0.409686 0.380896 0.370048 0.303903 0.252897 0.229711 0.196182 0.165175 0.156547 0.156512 0.140409 0.130509 0.128782 0.128756 0.118028 0.0928583 0.097474 0.0923302 0.0981245 0.0894497 0.08922
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.14122000000000004 0.40124500000000002 0.17025000000000004 0.42051500000000003 0.27834500000000006 0.077845000000000011 0.089885000000000007 0.30112000000000005 0.062655000000000016 0.088205000000000019 0.090100000000000013 1.0000000180025095e-35 -0.11171999999999999 0.091195000000000012 0.097135000000000013 0.14871000000000004 -0.075934999999999989 0.095165000000000013 -1.0000000180025095e-35 -0.0073899999999999999 0.0089800000000000019 -0.080324999999999994 -0.0091949999999999983 0.024640000000000006 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 15 6 11 8 12 -6 -5 13 14 18 21 -3 17 20 -1 24 -13 -4 28 -10 25 -19 27 -12 -18 -2
right_child=1 2 7 10 9 -7 -8 -9 23 -11 26 16 -14 -15 -16 -17 22 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078082702344093062 0.00079170518765089393 0.00036166318635390824 0.00043464220367702089 0.00071304541665549368 0.00070513303390561219 0.00048485519592741542 0.0004116351323969224 9.2447157368612097e-05 0.00031193953968805446 0.00043315266663706962 0.0003820574878915852 0.00052233444792883742 0.00022495841118202732 0.00090258754628882846 0.00028126835745448863 0.00052325663252410313 0.00080033164231383162 0.00073712895542038981 0.00072360924154573161 0.00056242968060770163 0.00071525593171651897 0.00062994463613037668 0.00067199642386506588 0.00017725895002501245 0.00070368116845364638 0.00082944280259749476 0.00032962276673346172 0.00056058396915876834 0.00095706274985126187 0.00063839718845545076
leaf_weight=1117 54 192 27 28 68 41 25 54 36 31 20 28 30 59 20 34 42 365 220 20 26 25 20 82 317 50 20 29 21 20
leaf_count=1117 54 192 27 28 68 41 25 54 36 31 20 28 30 59 20 34 42 365 220 20 26 25 20 82 317 50 20 29 21 20
internal_value=0 0.000408235 0.00036598 0.000739571 0.000457252 0.000748624 0.000753305 0.00025772 0.000298287 0.000619967 0.000520163 0.000757044 0.000390765 0.000776956 0.000459852 0.000385974 0.000725775 0.000717198 0.000771412 0.000724521 0.000615223 0.000528538 0.000809062 0.000218348 0.00072895 0.000748251 0.000441892 0.000487716 0.000852575 0.000750271
internal_weight=0 673 599 2448 325 2351 2310 274 220 99 97 2285 102 1396 72 226 889 806 1337 752 54 52 83 118 732 415 69 49 63 74
internal_count=3121 673 599 2448 325 2351 2310 274 220 99 97 2285 102 1396 72 226 889 806 1337 752 54 52 83 118 732 415 69 49 63 74
is_linear=0
shrinkage=0.00196078


Tree=7896
num_leaves=31
num_cat=0
split_feature=1 2 0 295 10 0 401 149 0 43 4 16 3 4 150 0 2 13 43 123 15 43 34 13 49 2 50 31 12 15
split_gain=0.217305 0.0612072 0.0456011 0.0328844 0.0313696 0.0434806 0.0308388 0.0299253 0.0335465 0.0434332 0.0404609 0.0329186 0.0322208 0.0339078 0.0298867 0.074626 0.0265655 0.0271681 0.0262648 0.0244489 0.0241476 0.0227186 0.0217102 0.0236124 0.0199399 0.0198276 0.0316247 0.0194063 0.0191263 0.0291852
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.084000000000000005 -0.079859999999999987 -0.05208999999999999 0.085900000000000018 0.079000000000000015 -0.068604999999999985 -0.079734999999999986 -0.35136499999999998 0.18438500000000005 -0.12711499999999995 -0.03898999999999999 0.091355000000000006 -0.23091999999999999 0.15361500000000003 -0.11122999999999998 -0.04890499999999999 0.12630500000000003 -0.15026499999999995 -0.041049999999999996 -0.010024999999999997 -0.28558999999999996 -1.0000000180025095e-35 0.13622000000000004 0.11219500000000002 -0.08076499999999999 0.097325000000000009 -0.067579999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 7 5 -2 19 8 20 12 11 -11 -10 -14 18 -16 17 -4 24 22 -1 -12 27 -24 -3 -25 -27 -6 29 -19
right_child=4 2 16 -5 6 -7 -8 -9 9 10 21 -13 13 -15 15 -17 -18 28 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0065766590632060917 0.0017826152712051924 0.0032606657683139761 0.0014656415552246583 0.00064291439834050833 0.0025558909450881877 -0.0040934990132518575 -0.0012261525417367617 0.0076597660420435103 -0.0014537618708952019 0.0096785015612840669 0.0053292233969550584 0.0048781861248426142 0.0050934524019999854 -3.9835152777165858e-05 0.0039141084361333581 -0.0046210672741290185 0.00066082447936589069 0.0037054320174698418 0.0041068736395599055 -0.00086698893544962625 0.0047334289200098812 0.0016116322704571456 0.0013357458134260873 0.0045532004909329292 -0.00095875642534034948 0.00050545212406841286 0.0053641119439687048 -0.0015539342095144094 0.0037028092580642449 0.0060709186087709865
leaf_weight=74 34 21 33 20 27 20 24 34 24 20 25 50 31 22 21 20 22 89 70 20 1798 48 53 109 24 37 21 20 184 126
leaf_count=74 34 21 33 20 27 20 24 34 24 20 25 50 31 22 21 20 22 89 70 20 1798 48 53 109 24 37 21 20 184 126
internal_value=0 0.00442762 0.00354371 0.00467888 0.00183108 -0.000393723 0.00221738 0.00471684 0.00466901 0.0035009 0.00453195 0.0062497 0.00158611 0.00296265 0.00206872 -0.000249392 0.00405053 0.00422315 0.00289517 0.00250534 0.00480629 0.00288478 0.00275795 0.00317473 0.00101031 0.00375836 0.00226462 0.000807029 0.00445122 0.00509172
internal_weight=0 2756 610 2146 365 54 311 2126 2092 220 143 70 77 53 156 41 454 432 115 287 1872 73 267 220 45 167 58 47 399 215
internal_count=3121 2756 610 2146 365 54 311 2126 2092 220 143 70 77 53 156 41 454 432 115 287 1872 73 267 220 45 167 58 47 399 215
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=31
num_cat=0
split_feature=4 2 3 149 123 10 14 4 13 3 150 13 3 15 402 1177 16 49 155 1213 159 52 402 4 43 3 3 2 2 15
split_gain=0.182879 0.0613939 0.0489498 0.0335921 0.032191 0.0308572 0.0245972 0.0216167 0.0300379 0.0513821 0.0342951 0.0397079 0.0591299 0.0337543 0.0310403 0.0311573 0.0241246 0.0332161 0.0290243 0.0241344 0.021877 0.0395735 0.0272594 0.0476656 0.0482064 0.021999 0.0398448 0.0292076 0.0376087 0.0363823
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 1.0000000180025095e-35 -0.079859999999999987 -0.23960999999999996 -0.082249999999999976 -0.066634999999999986 0.10893000000000001 0.081835000000000019 -0.051094999999999995 -0.077564999999999981 -0.092919999999999989 0.13597000000000001 -0.047249999999999993 -0.080509999999999984 0.09567500000000001 0.083440000000000014 0.086260000000000017 -0.085489999999999997 0.11277500000000001 0.10762500000000001 -0.083439999999999986 -0.011694999999999999 -0.14186499999999996 -0.116045 0.085345000000000018 0.086000000000000007 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 -1 20 -9 10 11 12 -10 -12 15 -13 17 -17 19 -18 -8 22 23 25 -25 -22 -27 -28 -29 -30
right_child=3 -3 -4 -5 -6 -7 7 8 9 -11 13 14 -14 -15 -16 16 18 -19 -20 -21 21 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.007593823142261022 -0.0013607157651000681 -0.00030299437824975363 0.001324775025355988 0.0048876734038848166 0.0026584589043136789 0.0016384202648144931 0.0069340106652070509 0.0043293002445102813 -0.0025069955412460412 -0.0013720883788274868 -0.0018526427443638178 0.0075935590101163025 0.0034298150751349184 0.0030202345115619457 0.0076554011689343796 0.0053304728258406868 0.002864348117388242 0.0019742098895625935 0.0064462537278554269 0.0062209500566772795 0.005660166954219034 0.0013641748240364618 0.0018941183759703896 0.011262922619723462 0.0052892109936302795 -6.6163022780702221e-05 0.0052992279565856927 -8.5629622451961044e-05 0.0052330607321288553 0.0020906078310057134
leaf_weight=21 39 33 65 28 146 285 39 1034 23 21 21 23 62 44 24 163 312 36 28 23 133 38 33 22 35 21 185 25 101 58
leaf_count=21 39 33 65 28 146 285 39 1034 23 21 21 23 62 44 24 163 312 36 28 23 133 38 33 22 35 21 185 25 101 58
internal_value=0 0.00398449 0.0040362 0.00156459 0.00410218 0.00127741 0.00418566 0.00415708 0.00397587 0.00350735 0.00364235 0.00384807 0.00182338 0.00144592 0.00413066 0.00398606 0.00383842 0.00472331 0.00335332 0.0030948 0.00463348 0.00449566 0.00468978 0.00484885 0.00759485 0.00454957 0.00417082 0.00441195 0.00351986 0.00408676
internal_weight=0 2769 2736 352 2671 324 2525 2504 1814 780 759 694 85 65 609 585 562 199 363 335 690 651 613 580 57 523 390 369 184 159
internal_count=3121 2769 2736 352 2671 324 2525 2504 1814 780 759 694 85 65 609 585 562 199 363 335 690 651 613 580 57 523 390 369 184 159
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 14 4 2 0 12 0 2 12 11 50 13 3 49 1 4 15 0 1 40 157 3 3
split_gain=12.2454 1.57534 1.4134 0.758849 0.73474 0.627416 0.480889 0.421859 0.401422 0.357841 0.357835 0.240362 0.221326 0.219473 0.315843 0.21587 0.258976 0.154547 0.144827 0.153584 0.143192 0.140963 0.134223 0.241415 0.12135 0.11678 0.102984 0.102982 0.0947497 0.147293
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.10188000000000001 -1.0000000180025095e-35 0.076175000000000007 -0.17966999999999997 0.10803500000000001 -0.23194499999999998 0.13597000000000004 -0.075934999999999989 0.092235000000000025 0.09141500000000001 0.076160000000000019 0.041865000000000006 -1.0000000180025095e-35 0.12745000000000004 -0.012034999999999999 0.12958500000000003 -0.059649999999999988 -0.037864999999999989 0.13134000000000004 0.13075500000000004 -0.077714999999999992 -0.07686999999999998 -0.23446499999999998 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 20 7 8 26 15 -5 21 -1 28 14 -11 -4 27 -7 -12 -20 -2 -9 24 -24 -13 -6 -3 -17 -8 -30
right_child=1 5 6 9 25 17 12 10 -10 13 18 22 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0008476342029750029 0.00045463194924534535 0.00029348714036273971 0.00071276233876394596 0.00068341774546707974 0.00040718314782077193 0.00012075237193866713 0.00071465169047293443 0.00065334742347611884 0.00085921352007733173 0.00061668301335512064 0.00029216266386203148 0.00074687688534464205 0.00046453060585814588 0.00033990877354498153 0.0004265924918746924 0.0005489866194479606 0.00046206600154223652 0.00029350548579885563 0.00033671124408485672 0.00052935785303513205 0.00063769038280715111 0.00042590023000158516 0.00064291961957016008 0.00042916417381702078 0.00057265049314753893 0.00024078818927579892 0.00016053625024106428 0.00068039208885924325 0.00048295682721783941 0.00063858940861136865
leaf_weight=22 20 42 1146 31 50 85 52 22 61 52 94 51 31 47 95 24 23 26 41 26 92 20 74 28 22 24 48 514 26 232
leaf_count=22 20 42 1146 31 50 85 52 22 61 52 94 51 31 47 95 24 23 26 41 26 92 20 74 28 22 24 48 514 26 232
internal_value=0 0.000355507 0.00066919 0.000565605 0.000504829 0.000286759 0.000689917 0.000334319 0.00070292 0.000487802 0.000383859 0.000654465 0.000622498 0.000456544 0.000493835 0.000697335 0.000665819 0.000161217 0.000341812 0.00041147 0.000605001 0.000545039 0.000630181 0.000584242 0.00069437 0.000353217 0.00022258 0.00067453 0.000638295 0.000622906
internal_weight=0 590 2531 422 186 404 2109 293 1768 225 203 197 341 194 147 1707 561 111 161 67 112 42 175 102 73 74 90 538 310 258
internal_count=3121 590 2531 422 186 404 2109 293 1768 225 203 197 341 194 147 1707 561 111 161 67 112 42 175 102 73 74 90 538 310 258
is_linear=0
shrinkage=0.00196078


Tree=7899
num_leaves=31
num_cat=0
split_feature=4 3 2 12 2 2 1 43 49 0 0 483 16 2 14 11 12 0 156 16 42 16 41 12 15 4 12 150 1373 1375
split_gain=0.18832 0.0612441 0.0472668 0.0344968 0.0382441 0.0426476 0.0301358 0.0371365 0.032323 0.0283902 0.0333003 0.0246344 0.023754 0.0365284 0.0254052 0.0225427 0.0342321 0.0231343 0.0299689 0.0351722 0.0238796 0.0296096 0.0218199 0.0234218 0.0243325 0.0215555 0.0203355 0.0199627 0.0219292 0.0208333
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -0.010834999999999999 -0.0091949999999999983 0.092875000000000013 0.13075500000000004 0.084740000000000024 -0.046979999999999987 0.024095000000000002 -0.036484999999999997 0.093585000000000015 -0.29154999999999992 0.11510000000000002 -0.46825999999999995 1.0000000180025095e-35 0.09320500000000001 -0.10836499999999999 0.098195000000000018 -0.008904999999999998 0.11934000000000002 -0.079734999999999986 0.083035000000000012 0.083815000000000014 1.0000000180025095e-35 -0.0016099999999999997 -0.12529499999999996 -0.091839999999999991 0.086880000000000013 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -2 10 11 26 13 -10 -14 17 22 18 19 25 27 -22 23 -17 -25 -5 -8 -19 29 -29
right_child=6 -3 -4 15 5 -7 9 -9 12 -11 -12 -13 14 -15 -16 16 -18 20 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00082326045617107956 -0.00078338431742261449 0.0012821310189319775 -0.00033466912725049519 0.0014319109938744651 0.0062852681481412476 0.0027841867230320835 0.0024478466294351083 0.0065362002036999907 0.0056990008747075192 -0.0024289092263923245 0.0049427700880914933 0.0036483192874584348 0.0029467228819460918 0.0018667365915647123 -0.0018159675977325867 0.0053965306177269669 0.0039877433165450135 0.0073454585002289841 0.0067809247888535977 -0.00010553969443529187 0.0050491034141364136 0.0014634889911203722 0.0038128819606208712 0.0068189181103978473 0.01158815066330135 0.0042113753470836117 -0.0011383749198103034 0.0072332838507673637 0.001551953753180526 0.0043832004316088314
leaf_weight=58 34 75 23 38 49 120 21 20 43 26 20 20 24 59 21 30 88 23 21 34 37 61 20 23 20 105 64 26 27 1891
leaf_count=58 34 75 23 38 49 120 21 20 43 26 20 20 24 59 21 30 88 23 21 34 37 61 20 23 20 105 64 26 27 1891
internal_value=0 0.00410077 0.00417923 0.0042181 0.0030389 0.00379929 0.00164514 0.00244711 0.00199528 0.000577609 0.00120296 0.000490621 0.00263796 0.0034823 0.000724134 0.00432763 0.00540151 0.00424174 0.00320918 0.00278542 0.00434074 0.00281724 0.00673927 0.00754101 0.00903717 0.00347278 -0.000252367 0.00441665 0.004382 0.00442186
internal_weight=0 2769 2694 2671 227 169 352 201 181 151 125 105 147 102 45 2444 181 2263 198 177 2065 98 93 73 43 143 85 1967 1944 1917
internal_count=3121 2769 2694 2671 227 169 352 201 181 151 125 105 147 102 45 2444 181 2263 198 177 2065 98 93 73 43 143 85 1967 1944 1917
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=31
num_cat=0
split_feature=1 2 0 4 124 33 52 52 16 0 13 12 49 16 13 2 14 11 158 1456 156 13 43 4 43 13 160 0 52 0
split_gain=0.154019 0.0456992 0.028889 0.0281157 0.027956 0.0307905 0.0243237 0.0365296 0.0278153 0.031609 0.0371432 0.0426651 0.0320564 0.0243497 0.0241964 0.0226058 0.0216269 0.0331566 0.0256273 0.0309708 0.0232909 0.0214234 0.0201872 0.0281154 0.0301254 0.0219719 0.0193998 0.0192863 0.0201234 0.0514315
threshold=0.11910500000000002 0.10252500000000002 -0.13843999999999998 0.42642000000000008 -0.083859999999999976 0.083840000000000012 -0.23375999999999997 -0.16675999999999999 0.061255000000000011 0.024095000000000002 -1.0000000180025095e-35 -0.10022999999999999 0.14233500000000002 -0.43320999999999993 0.10935500000000002 0.15609500000000001 0.076175000000000007 0.08776500000000001 0.11817500000000002 -1.0000000180025095e-35 0.085790000000000019 -0.0093149999999999986 -0.064334999999999989 -0.03898999999999999 -0.012394999999999998 -0.066634999999999986 0.11205000000000002 0.11070500000000001 0.095415000000000014 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 21 16 -2 -8 9 10 11 13 14 -9 -12 22 17 18 27 -20 -18 -1 26 25 -25 -24 -4 28 -6 -30
right_child=6 2 15 -5 5 -7 7 8 -10 -11 12 -13 -14 -15 -16 -17 20 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0032666864910356284 0.0039512970320148659 0.0012744635083903892 0.0047743605657110683 0.0052827176172286277 0.0039791249453940657 0.0077880116745031305 -0.0029633310716599228 0.0012938549113459886 0.0041885080616780078 -0.0017850456731111715 0.0075846490871516016 -0.00037219689436287731 0.00039930456717099464 0.0057336357314073088 0.0027842103559080336 0.00020756269805133343 0.00457340739195652 -7.9134847536416989e-05 0.0092032578610815111 0.0040509395866787862 0.0084979514777660369 -0.00015287279337436693 0.001441484724355471 -0.0017676150536863134 0.0025104649539258311 0.0044156136167934163 0.0016497049460430511 0.00618385228461453 0.0034726682113188352 -0.0012222284246236085
leaf_weight=53 35 140 146 20 1492 21 20 30 33 33 21 111 21 21 21 22 62 21 20 28 20 28 31 20 93 125 23 35 350 25
leaf_count=53 35 140 146 20 1492 21 20 30 33 33 21 111 21 21 21 22 62 21 20 28 20 28 31 20 93 125 23 35 350 25
internal_value=0 0.00368948 0.00293291 0.0017755 0.00390715 0.00397833 0.00145197 0.0011707 0.00145482 0.00110517 0.00152906 0.000727828 0.00358939 0.003122 0.00518443 0.00333549 0.00393936 0.00387316 0.00391572 0.00619774 0.00553061 0.00208462 0.0034926 0.00295449 0.00175328 0.0038246 0.00434911 0.00385813 0.00381453 0.00315968
internal_weight=0 2775 620 160 2155 2074 346 311 291 258 225 162 63 51 42 460 2053 1971 1950 48 82 81 438 269 113 156 169 1902 1867 375
internal_count=3121 2775 620 160 2155 2074 346 311 291 258 225 162 63 51 42 460 2053 1971 1950 48 82 81 438 269 113 156 169 1902 1867 375
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=31
num_cat=0
split_feature=4 2 15 11 2 121 12 1209 1186 150 52 2 0 16 2 16 16 4 16 3 4 0 475 156 12 1419 159 51 43 156
split_gain=0.125496 0.042121 0.0297628 0.030314 0.0275118 0.0272945 0.0314052 0.034255 0.026218 0.0307304 0.0407547 0.0310655 0.0253649 0.0244608 0.0359368 0.0344917 0.0338194 0.0279998 0.0366368 0.0371457 0.0279169 0.0407561 0.0248867 0.0343479 0.0599315 0.0302093 0.0301709 0.0313837 0.0305876 0.0302365
threshold=0.27287000000000006 0.14285500000000004 0.013270000000000002 0.075910000000000019 0.25063000000000007 -0.081149999999999986 0.051320000000000005 0.091045000000000001 0.081240000000000021 0.091105000000000005 -0.067494999999999986 -0.0091949999999999983 -0.15599999999999997 -0.069144999999999984 0.087505000000000013 -0.090344999999999995 -0.040964999999999994 0.0033150000000000007 -0.014754999999999999 -0.082879999999999995 0.0045450000000000013 -0.089269999999999988 -0.085719999999999977 0.087205000000000019 0.087075000000000014 0.086325000000000013 -0.032739999999999991 0.089005000000000015 -0.088249999999999981 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 -2 -1 8 13 9 11 -11 -7 -4 14 15 -8 -15 18 19 -18 -16 -22 23 24 -20 26 -24 28 -28 -30
right_child=4 -3 3 -5 -6 6 7 -9 -10 10 -12 -13 -14 16 20 -17 17 -19 22 -21 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.0066842311704974804 0.0015579133963910864 0.0011831435942603798 0.0067973788292147218 0.0058251896619741974 -0.0019495121159707196 0.00067400136348706762 0.0044802571412618846 -0.00056374719014539473 -0.00088350621129696576 0.0025547577605222263 -0.0031508246220515244 0.0032626979275005015 0.0035749054255697411 0.00082764206335769373 0.0017002564208119858 0.0083088794574988165 0.009590641469694676 0.002091426260157197 0.0099654532995863045 0.0038086775317788127 0.0031046462160619825 0.0075031482935722545 0.0061426954970766716 0.0026295994371516498 0.0034552078739169146 0.0064364137232769281 0.0042886292799196859 -0.00095868854398798689 0.0015539360863289662 0.0040940652834251523
leaf_weight=21 328 89 25 68 24 55 82 22 24 31 21 295 1064 59 67 33 20 147 26 25 77 29 26 41 31 25 104 23 175 64
leaf_count=21 328 89 25 68 24 55 82 22 24 31 21 295 1064 59 67 33 20 147 26 25 77 29 26 41 31 25 104 23 175 64
internal_value=0 0.00332337 0.00339445 0.00377679 0.00131877 0.00310399 0.00305393 0.00334165 0.00232721 0.0025189 0.00025058 0.0028559 0.00364888 0.00342316 0.00420882 0.00557891 0.00312777 0.00331972 0.00364215 0.00637844 0.00329807 0.00430801 0.00340306 0.00483701 0.00642479 0.00306606 0.00285111 0.00261729 0.00285707 0.00223414
internal_weight=0 2769 2680 1157 352 1523 1502 1076 426 402 52 350 1089 1054 288 115 766 707 560 45 173 106 515 98 57 417 392 366 343 239
internal_count=3121 2769 2680 1157 352 1523 1502 1076 426 402 52 350 1089 1054 288 115 766 707 560 45 173 106 515 98 57 417 392 366 343 239
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=31
num_cat=0
split_feature=1 2 48 30 33 13 43 13 49 49 1 483 15 11 13 48 4 0 131 13 52 4 132 16 3 4 13 133 399 0
split_gain=0.106244 0.0334666 0.0225209 0.0221621 0.0290178 0.0207942 0.0349061 0.0226541 0.0293067 0.0249882 0.0201474 0.0207256 0.0184662 0.0302395 0.0254995 0.0228264 0.0388095 0.0561599 0.0366561 0.0270129 0.0261763 0.0243108 0.0262125 0.0306809 0.0354236 0.0308162 0.0287971 0.0251905 0.0280754 0.025295
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.086065000000000016 0.083840000000000012 0.10935500000000002 -0.23229999999999998 -0.08971999999999998 -0.088694999999999982 -0.046979999999999987 0.16773500000000005 0.098395000000000024 -0.11033999999999998 0.086080000000000018 -0.095539999999999986 0.093015000000000014 -0.17966999999999997 -0.06563999999999999 0.083410000000000026 -0.016469999999999995 0.092650000000000024 0.10924000000000002 1.0000000180025095e-35 -0.079504999999999978 -0.082484999999999989 -0.081374999999999989 -0.016469999999999995 -0.53082999999999991 -0.080734999999999987 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 12 7 -7 -3 -9 -10 11 -2 14 15 -1 16 -14 21 19 -19 -17 22 27 -24 25 -25 -26 -18 -29 -30
right_child=10 2 -4 -5 -6 6 -8 8 9 -11 -12 -13 13 -15 -16 20 17 18 -20 -21 -22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=0.0067497478899425801 0.0010993677331104675 0.0013084342784035806 -0.00095419597811996948 0.00043082492915785006 0.0066715434892103079 0.0027903286782516678 -0.0021634627487510443 0.0065122338985516273 0.00024852042681434088 0.0030020422429870219 -0.0017537960843385563 0.0044272864720551293 0.0052389210460215725 -0.00052072932012379167 0.003601040161119941 0.0024956191233782609 6.3774638916724001e-05 0.001209626856725663 0.0037037624092045012 -0.0038154338749692494 -0.00163406144536566 0.0010370020170812496 0.0062410989926467023 0.0038791276312068754 0.0027789910673163831 -0.0014192431577525679 0.0081452864082530146 0.0065960320401548716 0.0015883684894922143 0.0032615420719300371
leaf_weight=31 291 103 20 29 24 33 25 22 36 390 23 20 89 23 151 66 26 20 20 23 20 50 62 23 20 21 20 24 97 1319
leaf_count=31 291 103 20 29 24 33 25 22 36 390 23 20 89 23 151 66 26 20 20 23 20 50 62 23 20 21 20 24 97 1319
internal_value=0 0.00298954 0.00234768 0.00317662 0.00321402 0.00245612 0.000655074 0.0026457 0.00295315 0.00276935 0.00110217 0.00131338 0.0031746 0.00308348 0.00413736 0.00312711 0.00320258 0.00309752 0.00016687 -0.0014782 0.00153523 0.00320861 0.00327597 0.00455376 0.00330835 0.00135036 0.00546214 0.00314871 0.00320441 0.00314692
internal_weight=0 2787 629 2158 2129 609 58 551 448 426 334 311 2105 1923 182 1900 1814 1725 63 43 86 1662 1612 146 84 44 40 1466 1440 1416
internal_count=3121 2787 629 2158 2129 609 58 551 448 426 334 311 2105 1923 182 1900 1814 1725 63 43 86 1662 1612 146 84 44 40 1466 1440 1416
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 39 14 1 2 4 12 47 49 2 1 2 0 52 52 43 16 12 13 3 1456 3 159 1
split_gain=7.51503 1.30564 0.751323 0.500926 0.448496 0.40799 0.312349 0.269483 0.251248 0.227598 0.186435 0.161188 0.131885 0.12417 0.120003 0.106764 0.0966185 0.0868708 0.0782022 0.0648008 0.0640883 0.0625182 0.0585097 0.0560754 0.0560257 0.0593723 0.0543654 0.0818583 0.0525822 0.0556652
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.087735000000000021 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.17966999999999997 -0.42850999999999995 0.078345000000000012 -0.054984999999999992 0.15950500000000004 0.091195000000000012 0.14122000000000004 -0.22491999999999998 -0.16675999999999999 -0.56176499999999996 -0.00045499999999999995 -0.08231999999999999 0.10589000000000003 -0.010739999999999998 -0.0096849999999999974 0.080615000000000006 -0.12711499999999995 0.082585000000000006 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 8 11 10 -4 16 -3 -6 24 -2 -14 22 -13 -12 -10 -20 -5 -1 -23 25 -9 27 -24 29 -22
right_child=1 4 9 21 12 -7 -8 13 19 -11 18 17 15 -15 -16 -17 -18 -19 20 -21 28 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056455644094884365 0.00034364384145675213 0.00046685996027115515 0.00047848835144935318 0.00022050773703180833 0.00019080106748127135 0.00034394420719906395 0.00031288929401614547 0.00025905896848326689 0.00053602200567576231 0.0002805019144620606 0.00039858195999029885 0.00029686387053208372 0.00010368443224631271 0.00029589372521616531 0.0004983586039245902 -7.316034021855401e-05 0.00050189807019138349 0.00015939822169385999 0.00057694212758226061 0.00066365348930901892 0.00049984116541914236 0.00039288349712596221 0.00041981670904699516 0.00025872978380224638 0.00010173856328679796 0.0001510293953952764 0.00057278657271191971 0.00053249880638348945 0.00053869863603308861 0.0004317971684452941
leaf_weight=437 23 20 34 36 35 48 26 31 20 65 27 152 35 34 119 21 220 20 46 65 612 25 26 23 40 53 123 531 124 50
leaf_count=437 23 20 34 36 35 48 26 31 20 65 27 152 35 34 119 21 220 20 46 65 612 25 26 23 40 53 123 531 124 50
internal_value=0 0.000281116 0.000515831 0.000402299 0.000219012 0.000522866 0.000526588 0.000250897 0.000529024 0.000348497 0.000524975 0.000300252 9.63805e-05 0.00019092 0.000473299 3.73676e-05 0.000539457 0.000280879 0.000502436 0.000633623 0.000505806 0.000282276 0.000546854 0.000328602 0.000162137 0.000190897 0.000535478 0.000527239 0.000501643 0.000494702
internal_weight=0 667 2454 226 441 2355 2307 350 2281 99 2196 192 91 158 142 56 1337 172 859 85 832 84 1117 48 124 84 680 557 786 662
internal_count=3121 667 2454 226 441 2355 2307 350 2281 99 2196 192 91 158 142 56 1337 172 859 85 832 84 1117 48 124 84 680 557 786 662
is_linear=0
shrinkage=0.00196078


Tree=7904
num_leaves=31
num_cat=0
split_feature=4 3 9 123 149 49 133 2 49 44 1451 133 15 49 3 3 2 15 157 159 3 0 2 130 0 12 1416 51 4 1456
split_gain=0.110973 0.0398687 0.0354437 0.0304829 0.0257874 0.0248848 0.0246989 0.0442782 0.0222946 0.0287673 0.0285806 0.0267808 0.0363635 0.0258044 0.0257673 0.053567 0.0228058 0.0198011 0.0342206 0.0327196 0.0289797 0.0232552 0.0609464 0.0266986 0.0299002 0.0525967 0.0295964 0.0235248 0.0231151 0.022271
threshold=0.27287000000000006 0.30112000000000005 -1.0000000180025095e-35 0.083965000000000012 0.07770500000000001 0.40762500000000007 -0.24169999999999997 0.25063000000000007 0.11560500000000001 0.081805000000000017 0.089825000000000002 0.11667000000000001 -0.03241999999999999 0.11136000000000001 0.12745000000000004 0.10893000000000001 0.13404500000000005 1.0000000180025095e-35 -0.078969999999999985 0.14029500000000003 -0.047929999999999993 -0.13027499999999997 0.086100000000000024 -0.050984999999999996 -0.07384499999999998 -0.088589999999999988 1.0000000180025095e-35 -0.14660499999999996 -0.03898999999999999 -0.16480999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -8 9 10 13 12 -10 14 15 16 17 19 -19 21 28 22 -4 -23 27 -26 -27 -25 29 -20
right_child=4 -3 8 -5 -6 -7 7 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0022775267456381699 0.0040387748097557392 0.00066299683751298508 0.0060170792562600512 0.0027370343726404287 0.004117826513226776 0.0043714246014133094 0.0008292581871667163 -0.0040515892542316578 0.003413919857881443 0.0069594983809760638 0.006419350713466495 -0.00080999543855863601 -0.00080761688575148576 0.0066155349063179037 0.0059504103240077249 -0.0018914568203312922 0.00092608043976890101 0.0071131697479778757 0.00038854463390358116 0.0069543323130346838 0.0064559471064938173 0.0059765349144193652 0.00064282873614242167 0.006334817130118609 -0.0028057518426794562 0.0022279997618776786 0.00620616905274801 0.0032101314667927643 0.0013767957323580051 0.0035366060963860947
leaf_weight=22 21 66 26 27 28 20 263 20 111 21 28 27 25 22 33 21 44 26 23 20 31 30 112 25 20 288 20 665 56 980
leaf_count=22 21 66 26 27 28 20 263 20 111 21 28 27 25 22 33 21 44 26 23 20 31 30 112 25 20 288 20 665 56 980
internal_value=0 0.00309132 0.00315061 0.000485599 0.00120626 0.000954648 0.00072986 0.000484322 0.00319981 0.00327395 0.00324262 0.00206678 0.0026379 0.00320619 0.0031752 0.00313683 0.00318146 0.0032242 0.00352777 0.00294329 0.00344224 0.00287565 0.00165537 0.00303633 0.00294969 0.00216363 0.00248632 0.00332334 0.00335402 0.00346442
internal_weight=0 2769 2703 49 352 324 304 283 2654 2491 2470 163 136 2442 2420 2387 2366 2322 1116 1206 1090 1186 138 1048 1018 328 308 690 1059 1003
internal_count=3121 2769 2703 49 352 324 304 283 2654 2491 2470 163 136 2442 2420 2387 2366 2322 1116 1206 1090 1186 138 1048 1018 328 308 690 1059 1003
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 0 49 4 1 150 12 49 1 1 4 13 40 0 475 4 160 150 43 47
split_gain=9.87141 1.62235 0.91773 0.740867 0.517234 0.454289 0.396016 0.353102 0.302566 0.288528 0.230925 0.191369 0.259487 0.159185 0.148232 0.144818 0.132647 0.127027 0.109588 0.0939093 0.0803988 0.116342 0.079135 0.0778232 0.0745417 0.0743157 0.0728589 0.0711875 0.0689631 0.0637622
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.14285500000000004 -0.10607499999999999 0.082865000000000008 -0.062539999999999984 0.085605000000000014 1.0000000180025095e-35 0.08815000000000002 -0.054984999999999992 0.16175000000000003 0.12408500000000001 -0.52556499999999995 0.043850000000000007 -0.077474999999999988 -0.14723999999999998 -0.066784999999999983 0.061775000000000004 0.085130000000000011 0.082565000000000013 -0.080324999999999994 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 8 22 25 11 -4 15 12 14 -9 23 24 20 -2 -6 -15 -13 -22 -3 -1 -7 -8 -16 -5 -11 -19
right_child=1 4 9 27 18 10 7 13 -10 28 -12 16 -14 19 26 -17 -18 29 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068067632246863379 0.0004308579653145814 0.00026537154039269346 0.00059367404671526749 0.00030081305384217056 0.00018946192381509897 0.00065572437118081482 0.00058093981059920759 0.00047266512923274662 0.00075229040706947684 0.00039728048267592041 0.00041951158982053087 0.00077152176091428335 0.00070557097593943277 0.00032284008570356308 0.00038217483593411196 0.00043890609452602392 0.00061692825516860834 0.00063673457391484514 3.2157387956629052e-05 0.00021511266266937559 0.00065271002030107823 0.00051414829867532826 0.00015275482499298184 0.00052886069854323977 0.00057633340892875018 0.00043383658634455125 0.00052344928769504319 0.00043483199880403633 0.00026064933496801291 0.00054663557836358658
leaf_weight=21 23 47 28 64 90 53 23 22 79 49 39 21 36 120 32 27 844 58 21 42 796 24 49 34 320 31 25 20 20 63
leaf_count=21 23 47 28 64 90 53 23 22 79 49 39 21 36 120 32 27 844 58 21 42 796 24 49 34 320 31 25 20 20 63
internal_value=0 0.000344571 0.000612705 0.000479066 0.000275661 0.000620417 0.000314198 0.000357079 0.000633477 0.0004258 0.000563534 0.000628357 0.000560756 0.000316164 0.000514208 0.000577576 0.000634294 0.000564433 0.000159702 0.000294911 0.000651723 0.000648655 0.00020789 0.000586827 0.000587614 0.000496492 0.000444137 0.000332722 0.000357677 0.000589824
internal_weight=0 673 2448 228 445 2351 334 238 1912 97 439 1833 148 184 112 400 1685 144 111 162 841 820 96 55 373 54 57 84 69 121
internal_count=3121 673 2448 228 445 2351 334 238 1912 97 439 1833 148 184 112 400 1685 144 111 162 841 820 96 55 373 54 57 84 69 121
is_linear=0
shrinkage=0.00196078


Tree=7906
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 2 1 14 49 1 1447 50 1 40 1 133 0 11 1 457 16 4 43 16 1
split_gain=14.0413 2.4826 1.24542 1.02543 0.742319 0.717977 0.605203 0.488158 0.57384 0.481259 0.393535 0.341714 0.273221 0.265255 0.164008 0.158456 0.154832 0.146717 0.140348 0.134302 0.127866 0.122116 0.199666 0.153619 0.257243 0.11913 0.0863266 0.0846814 0.0835526 0.0825053
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.089885000000000007 0.077845000000000011 0.062655000000000016 -0.054984999999999992 0.12408500000000001 -0.082869999999999985 0.041865000000000006 0.091195000000000012 -0.077714999999999992 0.13075500000000004 -1.0000000180025095e-35 0.18019500000000002 0.075910000000000019 0.088975000000000012 0.048635000000000005 -0.11118499999999999 0.42642000000000008 -0.080324999999999994 -0.004174999999999999 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 7 10 18 -9 -10 12 -4 17 -2 26 -12 25 -1 -3 20 -5 22 23 -17 -25 -7 28 -13 -11 -24
right_child=1 5 11 19 -6 16 -8 8 9 14 15 27 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00075755755533024887 0.00047042936841716696 0.00031693926804463989 0.00068139714927149082 0.00032147298718067201 0.00048408253914280949 0.00019569423488870847 0.00042070830431066792 0.00065793090591243668 0.00060698446277685522 0.00036600249495589299 0.00081885228408317941 0.00046845344620115428 0.00088478637944031644 0.00070014268840813893 0.00022963147784304586 0.00069850098084895101 0.00030719038663743847 0.00070215908920063684 0.00016686549669533382 0.00026688441646352312 0.00050930965834050234 0.00054406273817899189 0.00090554771330955425 0.0006893211866126341 0.00042014582557421101 4.6541717888086935e-05 0.00046002645167680185 0.00031705013038042714 0.00022514500618711408 0.00075502341228818131
leaf_weight=1117 23 46 28 22 48 50 24 30 28 85 42 49 59 121 46 698 26 220 50 24 38 20 21 39 21 35 29 20 20 42
leaf_count=1117 23 46 28 22 48 50 24 30 28 85 42 49 59 121 46 698 26 220 50 24 38 20 21 39 21 35 29 20 20 42
internal_value=0 0.000396645 0.000716437 0.00056302 0.00072542 0.000311401 0.00073045 0.000356805 0.000404414 0.000367849 0.000733712 0.000498705 0.000754204 0.000663452 0.00033065 0.000701315 0.00017478 0.000748442 0.000238776 0.00039085 0.000440436 0.000695445 0.000699132 0.000690317 0.00059511 0.000134278 0.000365327 0.000424568 0.000339172 0.000805198
internal_weight=0 673 2448 228 2351 445 2303 334 238 208 2279 97 1396 144 180 883 111 1337 96 84 60 841 821 758 60 85 134 69 105 63
internal_count=3121 673 2448 228 2351 445 2303 334 238 208 2279 97 1396 144 180 883 111 1337 96 84 60 841 821 758 60 85 134 69 105 63
is_linear=0
shrinkage=0.00196078


Tree=7907
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 1 4 2 2 2 1 1 150 0 12 4 47 2 157 4 2 49 2 12 1 15 150 16
split_gain=21.0379 3.40133 2.15029 1.78897 1.17449 1.16688 0.735948 0.604006 0.586002 0.525948 0.48107 0.467151 0.370053 0.310535 0.307465 0.27666 0.218269 0.229516 0.171328 0.16716 0.157556 0.133467 0.133076 0.12033 0.115725 0.171618 0.111606 0.12388 0.109581 0.107308
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.09253500000000002 0.42051500000000003 0.14285500000000004 0.11474000000000002 0.13501500000000002 0.089625000000000024 0.14860500000000001 1.0000000180025095e-35 -0.10224499999999999 0.09141500000000001 -0.51843499999999987 0.090100000000000013 -1.0000000180025095e-35 -0.069619999999999987 0.23246000000000003 0.089005000000000015 0.10084500000000002 0.079055000000000014 0.083310000000000009 0.11669000000000002 -0.14147499999999996 0.084120000000000014 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 18 12 -5 9 -4 21 14 16 -10 23 28 17 -1 26 -17 -18 -7 24 -6 25 -19 -3 -28 -14 -22
right_child=1 2 8 7 11 10 -8 -9 13 -11 -12 -13 15 -15 -16 19 20 22 -20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011331340155287008 0.00089025644908269754 0.00047665390447097983 0.00052266444738483019 0.00083476674357362555 0.00086442192959502789 0.00086476883980311022 0.001102171338249537 0.00051048197202358957 0.00029024554595026098 0.00026876406993139233 0.0004851204312704747 0.00062185378503236996 0.00080103053467607045 9.1860703002819442e-05 0.00062080455514100887 0.00070777561867513337 0.00071400267625945841 0.00072432097266702091 0.00060410683026146622 0.00088575024782702294 0.00090107236769457612 0.00069506741768004848 0.00089097160965788587 0.00078621219685930945 0.00095259759883318032 0.00091867143392528993 0.00046131254681159776 0.00025031124101266921 0.0006074651511329593 0.00078146652610716866
leaf_weight=22 74 148 73 34 258 49 79 63 103 55 24 48 23 43 26 22 21 20 33 261 292 28 250 107 730 138 23 20 22 32
leaf_count=22 74 148 73 34 258 49 79 63 103 55 24 48 23 43 26 22 21 20 33 261 292 28 250 107 730 138 23 20 22 32
internal_value=0 0.000493664 0.000444669 0.000885104 0.000895871 0.000552539 0.000916871 0.000624149 0.000316722 0.000413567 0.000727509 0.000804409 0.000908884 0.000231817 0.00082682 0.000849207 0.000921891 0.000934768 0.000473646 0.000871915 0.000878592 0.000803059 0.000930933 0.000841495 0.000942184 0.00089407 0.000451106 0.000363172 0.000706399 0.000889259
internal_weight=0 673 599 2448 2351 325 1912 97 274 128 101 439 1833 146 391 328 1505 1160 224 283 345 77 1138 365 888 158 191 43 45 324
internal_count=3121 673 599 2448 2351 325 1912 97 274 128 101 439 1833 146 391 328 1505 1160 224 283 345 77 1138 365 888 158 191 43 45 324
is_linear=0
shrinkage=0.00196078


Tree=7908
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 150 43 14 0 2 15 1 4 4 15 0 2 0 15 47 3 2 1 481 16 3
split_gain=14.6087 1.78522 1.5942 1.26027 0.843383 0.742827 0.601467 0.490636 0.343923 0.317456 0.307042 0.288746 0.253675 0.221901 0.188737 0.163501 0.160238 0.144001 0.202339 0.171085 0.136967 0.154398 0.116081 0.112241 0.106166 0.103166 0.102927 0.0928652 0.0921434 0.0969777
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.091325000000000003 0.40124500000000002 0.033845000000000007 1.0000000180025095e-35 -0.04890499999999999 0.076175000000000007 -0.23194499999999998 0.17025000000000004 0.13592500000000005 0.11669000000000002 0.27834500000000006 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 0.088930000000000023 -0.13027499999999997 -0.41396999999999995 0.080455000000000013 -0.116045 0.10774000000000002 0.15799000000000005 -0.00080999999999999985 -0.073404999999999984 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 12 13 11 -5 14 10 -6 20 -1 16 28 -2 -3 19 -19 -14 -4 -22 -17 -24 -10 -12 -15 -23 -8 -30
right_child=1 5 6 7 9 -7 8 -9 24 -11 25 -13 17 26 -16 22 -18 18 -20 -21 21 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0008993938352759934 0.00041707470129573603 0.00034955514812742876 0.00077300631148190062 0.00067963285689621371 0.00043502939714845233 0.00049149893554814377 0.00075427902294140231 0.00040134961862920543 0.00048435736785405406 0.00043986966716296047 0.00068356952924699343 0.00091955197017516016 0.00080483092202080614 0.00015519420671112399 0.00054366957247003165 0.00039658572076081564 0.00019803346586489106 0.00067949620209119136 0.00047910616084860237 0.00059795960544902372 0.00056588366999558157 0.00081796850389263267 0.00016793602376362715 0.00034361483922164639 0.00063701234858919793 0.00052737556919664225 -2.6400347295052865e-05 0.00072009371253784252 0.00077702521154064219 0.00069497013330784593
leaf_weight=22 126 35 906 102 36 39 250 32 20 96 72 46 51 30 23 35 115 76 26 22 22 45 29 27 141 21 20 217 65 374
leaf_count=22 126 35 906 102 36 39 250 32 20 96 72 46 51 30 23 35 115 76 26 22 22 45 29 27 141 21 20 217 65 374
internal_value=0 0.000374661 0.000717279 0.000463662 0.000607268 0.000243952 0.000739292 0.000613177 0.000699892 0.000525246 0.000588783 0.000767121 0.000700947 0.00019568 0.000718398 0.000371335 0.000233389 0.000676 0.000628416 0.000742486 0.000761229 0.000723656 0.000308003 0.000252638 0.000618049 0.0006483 8.25564e-05 0.000736904 0.000724231 0.00070712
internal_weight=0 590 2531 351 422 239 2109 134 873 225 129 1236 197 200 712 217 150 175 102 73 1190 284 91 56 161 93 50 262 689 439
internal_count=3121 590 2531 351 422 239 2109 134 873 225 129 1236 197 200 712 217 150 175 102 73 1190 284 91 56 161 93 50 262 689 439
is_linear=0
shrinkage=0.00196078


Tree=7909
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 1 2 16 4 0 150 50 15 475 0 4 47 3 52 0 52 133 0 15 39
split_gain=6.84346 1.1134 0.740452 0.616046 0.421452 0.364022 0.252695 0.206576 0.199245 0.240841 0.185214 0.18315 0.146705 0.141624 0.155285 0.1378 0.096563 0.0945099 0.083763 0.080167 0.105125 0.0705546 0.0695538 0.0659802 0.0818662 0.0684912 0.0674734 0.065405 0.0644539 0.0704684
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.42051500000000003 0.077845000000000011 0.14122000000000004 -0.52595999999999987 0.00063500000000000004 -0.11173999999999999 0.09487000000000001 0.086295000000000011 -0.028889999999999996 -0.082014999999999991 -0.079119999999999982 -0.55119499999999988 0.090100000000000013 -0.12711499999999995 -0.56176499999999996 -0.030209999999999997 0.039215000000000007 0.11667000000000001 -0.084269999999999984 -0.41942499999999994 0.093755000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 -6 9 -4 -5 12 -7 14 17 27 28 -1 -14 -16 -21 -3 -22 -20 25 26 -25 -15 -10 -30
right_child=1 2 8 10 7 11 -8 -9 16 -11 -12 -13 18 15 19 -17 -18 -19 23 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00048354681386472356 0.00050637018026059694 0.00024864570360026754 0.00030078099154510259 0.00048358645355355007 0.00047442712336243662 0.00030591604646806626 0.00062952445679650829 0.00028467587818501187 0.00014706045874402301 0.00014883251834577055 0.00029527513859178834 0.00033296719282537712 0.00055675788418106404 0.00049761333723037995 0.00053388904585900969 0.00033980745067393856 0.00022619693455370991 0.00030953532377002289 0.00057765899335636818 0.00063653011031511453 0.00040653484243461312 0.00034832137313844892 0.00050203691115107188 0.00046296756074902404 0.00038376333889975523 0.00050392434750300369 0.00035394972996564289 0.00038550681668647472 -2.0078676639326766e-05 0.00012220976242433538
leaf_weight=30 72 186 73 28 71 20 76 32 35 89 71 41 46 221 1075 27 22 20 20 21 32 32 350 136 45 147 26 22 32 23
leaf_count=30 72 186 73 28 71 20 76 32 35 89 71 41 46 221 1075 27 22 20 20 21 32 32 350 136 45 147 26 22 32 23
internal_value=0 0.000276075 0.000248207 0.000500057 0.000312113 0.000506427 0.000518778 0.000415475 0.000173339 0.000217303 0.000348535 0.000458309 0.000469988 0.000514096 0.000521412 0.000472698 0.000109748 0.000413942 0.000477801 0.000525047 0.000501462 0.000263277 0.000494037 0.00046809 0.0004619 0.000473279 0.000445471 0.000487464 8.12825e-05 3.94238e-05
internal_weight=0 667 595 2454 321 2355 1874 103 274 162 99 481 440 1798 1528 270 112 50 420 1478 403 218 382 374 354 309 162 243 90 55
internal_count=3121 667 595 2454 321 2355 1874 103 274 162 99 481 440 1798 1528 270 112 50 420 1478 403 218 382 374 354 309 162 243 90 55
is_linear=0
shrinkage=0.00196078


Tree=7910
num_leaves=31
num_cat=0
split_feature=1 3 1 4 52 15 52 12 2 0 2 14 39 2 479 1 3 376 13 15 3 484 484 0 1373 52 160 4 52 0
split_gain=0.317914 0.0578786 0.0528087 0.044821 0.0418945 0.0440224 0.0400104 0.0391748 0.0313176 0.053372 0.0330022 0.0298875 0.0295708 0.0343228 0.0246758 0.024417 0.0251444 0.0368916 0.02572 0.0220589 0.022859 0.0209736 0.0410671 0.0408986 0.0399856 0.0276349 0.0455466 0.0389413 0.039778 0.0464975
threshold=0.11146500000000002 0.31534000000000006 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 0.013270000000000002 -0.26636999999999994 -0.42850999999999995 0.11362000000000001 -0.0058249999999999994 0.11510000000000002 0.062655000000000016 0.087735000000000021 1.0000000180025095e-35 0.098035000000000011 0.14627000000000004 -0.0080949999999999998 0.083785000000000012 -0.082904999999999993 -0.059484999999999989 -0.078244999999999995 0.088605000000000003 0.085790000000000019 -0.085544999999999982 0.078175000000000008 0.11277500000000001 -0.089974999999999986 0.0067750000000000006 -0.034054999999999995 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 -4 5 -5 -2 -3 11 10 -10 14 13 19 21 16 17 -14 -18 20 -8 22 24 -24 25 26 -1 -28 -29 -30
right_child=1 7 3 4 -6 -7 12 -9 9 -11 -12 -13 15 -15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0082322693134968487 0.0060240855045697612 0.0031024353017153985 0.0064213973702862866 0.0025384693343259738 0.0058338873327906746 0.0063523145340796984 0.00166893645156441 -0.0012155130680184811 0.0012616173550486565 -0.00036983612392629898 0.0056415944936594404 0.0076325439326240712 0.0054277059567962279 0.0027654165227246428 0.0034064990827692267 -0.00093249283317062596 0.0034120336557472391 0.00053373346260438372 -0.0011509616463445127 0.007869809772819281 0.0060010987301838811 0.0068616614408361226 -0.00050739018867413212 0.0051054970785865891 0.010183570454828442 0.0045561848002535045 0.0059060412059840205 0.0017659999801415121 0.0075207373399160064 0.0037714832455094439
leaf_weight=75 46 34 86 190 78 36 21 55 20 21 123 83 43 157 46 27 21 24 30 24 29 156 21 34 20 192 1243 45 53 88
leaf_count=75 46 34 86 190 78 36 21 55 20 21 123 83 43 157 46 27 21 24 30 24 29 156 21 34 20 192 1243 45 53 88
internal_value=0 0.00275149 0.00547903 0.00440584 0.00383564 0.00314598 0.00324024 0.00043404 0.00566756 0.00433769 0.00502901 0.00577364 0.00289966 0.00360227 0.00569544 0.00178033 0.00240106 0.00367464 0.000727919 0.00537777 0.00418159 0.00575008 0.00565216 0.00296239 0.00573837 0.00568595 0.00583018 0.00570411 0.00435462 0.00518078
internal_weight=0 511 2610 390 304 226 422 89 2220 164 143 2056 376 231 1973 145 118 67 51 74 50 1927 1771 55 1716 1696 1504 1429 186 141
internal_count=3121 511 2610 390 304 226 422 89 2220 164 143 2056 376 231 1973 145 118 67 51 74 50 1927 1771 55 1716 1696 1504 1429 186 141
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 1 2 16 1 150 49 2 47 16 4 1 3 12 52 2 1 4 12 13 123
split_gain=18.1668 2.9797 1.60437 1.26487 1.01142 0.922868 0.54291 0.514947 0.446581 0.385202 0.328648 0.359285 0.311826 0.257136 0.251141 0.250529 0.214104 0.197562 0.148584 0.142442 0.130445 0.126447 0.122909 0.120839 0.112491 0.110901 0.0862678 0.0859171 0.109411 0.0852688
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.077845000000000011 0.14285500000000004 0.089625000000000024 0.090425000000000019 -0.042349999999999992 0.15964000000000003 1.0000000180025095e-35 -0.054984999999999992 -0.0091949999999999983 0.10648500000000001 0.0057500000000000008 -0.078439999999999996 0.13075500000000004 0.090900000000000009 0.086505000000000012 0.060015000000000006 0.11411 0.083135000000000014 -0.55119499999999988 -1.0000000180025095e-35 -0.0075049999999999987 0.088205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 17 7 13 10 -4 14 19 16 29 23 -7 -2 -12 18 27 26 24 22 25 -6 -5 -21 -1 28 -3 -8
right_child=1 4 8 20 6 9 12 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011025461635224515 0.0006647482248402669 0.00054699735766645474 0.00088399777955868667 0.00071414526270217253 0.0003433851201871812 0.00088482373702006474 0.00051830800966768341 0.0011101600732289108 0.00059039371067504034 0.00066873279234882339 0.00072498686376638324 0.00065231558160962764 0.00072318048648584903 0.0001723582792757652 0.00069894264604336293 0.00088799411928686556 0.00092194816946697552 0.00077113793834167365 0.0006805822729160461 0.00098690906702726222 0.000427403334622177 0.00080291609962781271 0.00092293952558300443 0.00046340145212428577 0.00053614453960897459 0.00088612801757227092 0.00097485539887218968 0.00058161784508074929 0.00036619454165738 0.00035188667768356848
leaf_weight=21 23 31 28 21 139 408 29 76 69 39 23 23 24 29 30 121 274 20 32 293 24 25 441 42 39 49 649 57 22 20
leaf_count=21 23 31 28 21 139 408 29 76 69 39 23 23 24 29 30 121 274 20 32 293 24 25 441 42 39 49 649 57 22 20
internal_value=0 0.000558521 0.000922271 0.000740793 0.000465132 0.000932467 0.000394406 0.000952066 0.000675145 0.000855465 0.000945384 0.000888412 0.000540068 0.00034377 0.000872092 0.000852337 0.000906695 0.000588684 0.000562986 0.000957719 0.000549576 0.00094019 0.000944573 0.000371234 0.000598445 0.00097247 0.000978858 0.000528777 0.000471947 0.000450381
internal_weight=0 673 2448 228 445 2351 283 1874 97 477 1798 320 73 210 438 144 297 162 142 1478 84 808 783 181 60 342 670 110 53 49
internal_count=3121 673 2448 228 445 2351 283 1874 97 477 1798 320 73 210 438 144 297 162 142 1478 84 808 783 181 60 342 670 110 53 49
is_linear=0
shrinkage=0.00196078


Tree=7912
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 47 14 2 4 1 47 16 0 3 4 4 4 12 43 2 52 0 49 1 4 3
split_gain=9.58484 1.13934 0.999208 0.822674 0.607001 0.460025 0.354357 0.322153 0.264218 0.194928 0.189082 0.167796 0.164481 0.156838 0.156375 0.13115 0.114622 0.113303 0.112097 0.113354 0.105692 0.0950545 0.0898591 0.162014 0.0869864 0.0865508 0.0903735 0.099487 0.0783918 0.0735846
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.091325000000000003 0.40124500000000002 -0.16363499999999997 0.077555000000000013 0.076175000000000007 0.11389000000000002 0.053180000000000012 0.15799000000000005 0.091680000000000011 -0.066924999999999985 -0.13027499999999997 -0.13927999999999999 -0.10429499999999998 -0.42529999999999996 -0.064054999999999987 -1.0000000180025095e-35 -0.025214999999999998 0.11177500000000001 0.060015000000000006 -0.066089999999999996 -0.066019999999999981 0.10124500000000002 -0.036839999999999991 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 9 13 10 28 -6 11 16 20 15 24 25 -8 -4 -17 19 -19 -1 -22 -2 -24 -3 26 27 -10 -5 -14
right_child=1 5 6 7 8 -7 12 -9 14 -11 -12 -13 29 -15 -16 17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062862076722752412 0.0002677911121376906 0.0001794917214710971 0.00050795998004283388 0.00064222929250521983 0.00058896773854702955 0.00040646809944110395 0.00062334293927043512 0.0003363366897318366 0.00054601754614694872 0.00070810730133403913 0.00075574116805172942 0.00037909447735942463 0.00040948155950115738 5.4454020171032315e-05 0.00051563718921111997 0.00064348288701101706 0.00063071746621727999 0.00055857764053629283 0.00056924046135191191 0.00035932682858724372 0.00058051154940365031 0.00046399346295189351 0.00048200111232898159 0.00030967445205236577 0.00030305899306007995 0.00025689169041374145 0.00033525003581871409 0.00035733734957532946 0.00052507959412872605 0.00053779515192303024
leaf_weight=69 96 139 30 32 31 39 309 32 22 35 46 20 20 35 31 68 1160 23 310 21 63 47 27 94 26 25 58 21 70 122
leaf_count=69 96 139 30 32 31 39 309 32 22 35 46 20 20 35 31 68 1160 23 310 21 63 47 27 94 26 25 58 21 70 122
internal_value=0 0.000316082 0.000593603 0.000387183 0.000506508 0.000211661 0.00061103 0.000507983 0.000423543 0.000573164 0.000632391 0.00054943 0.000580788 0.000173674 0.000390879 0.00059265 0.000627623 0.000570177 0.000556095 0.000463481 0.000568462 0.000530727 0.000312587 0.000348128 0.000198963 0.000360185 0.000385752 0.000453871 0.000561832 0.000519723
internal_weight=0 590 2531 351 422 239 2109 134 188 234 1236 199 873 200 157 731 1190 422 354 44 179 110 217 121 165 126 101 43 102 142
internal_count=3121 590 2531 351 422 239 2109 134 188 234 1236 199 873 200 157 731 1190 422 354 44 179 110 217 121 165 126 101 43 102 142
is_linear=0
shrinkage=0.00196078


Tree=7913
num_leaves=31
num_cat=0
split_feature=1 3 12 3 49 97 1 47 52 52 15 12 40 43 4 12 4 0 41 47 52 1 43 150 4 376 151 3 42 484
split_gain=0.377057 0.0667693 0.0549179 0.0534718 0.0415641 0.0418356 0.0405111 0.0347723 0.0419044 0.040174 0.0284342 0.0338208 0.0282775 0.0277722 0.0389662 0.0258727 0.023749 0.0263774 0.0269263 0.0230488 0.0219452 0.0209905 0.0354247 0.0338827 0.0263837 0.0219166 0.0197944 0.0379625 0.0179155 0.0175436
threshold=0.10920500000000001 -0.049509999999999992 0.078300000000000008 0.11924500000000002 -0.15302999999999997 -0.0047149999999999996 0.16540500000000002 0.077555000000000013 -0.088614999999999985 -0.080114999999999978 -0.0040799999999999994 -1.0000000180025095e-35 -0.081429999999999989 0.084740000000000024 0.098655000000000007 0.11734000000000001 0.40124500000000002 -0.14920999999999998 0.079395000000000007 0.09364500000000002 0.10024500000000001 0.11690500000000002 -0.079914999999999986 0.116995 -0.064804999999999988 0.10727000000000002 -0.088419999999999985 0.092670000000000016 0.11066000000000001 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 4 -1 -6 21 8 -7 12 26 -12 -10 14 -2 16 17 18 -4 -9 -13 22 -3 24 -23 28 -11 -28 -26 -19
right_child=1 6 15 -5 5 7 -8 19 9 10 11 20 -14 -15 -16 -17 -18 29 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0098390757758170383 0.0057400832369199238 0.00036153423134237532 0.010742645743136693 0.0010207533586071803 0.0012065524775534868 0.006896700791819671 -0.0014340647980570793 0.0098653500111630342 0.0041079499594936222 0.0067949767013834352 0.0035536677976779176 0.010186318911612036 -0.00055939626507461079 0.008309385104221292 0.0026067486065431684 0.0046222250165461947 0.0029545436520129441 0.006268234293919886 0.0060676303163001485 0.0059580048313364392 0.0058013246549914283 0.0058339435748917907 0.0050082725562776128 -0.0014046958199722449 0.0029418496113373612 -0.00088257120849448249 0.0044729654348461927 -0.00045938654104247688 -0.00022627641446888448 0.0073429512511518046
leaf_weight=20 90 21 28 30 25 86 25 26 27 21 24 25 25 20 71 87 20 1787 22 36 21 23 75 23 166 20 71 20 20 166
leaf_count=20 90 21 28 30 25 86 25 26 27 21 24 25 25 20 71 87 20 1787 22 36 21 23 75 23 166 20 71 20 20 166
internal_value=0 0.00321891 0.00609553 0.00510167 0.00538838 0.00516968 0.00245417 0.00542904 0.00500908 0.00431535 0.00501572 0.00659677 0.00186403 0.00479489 0.0043583 0.00631079 0.00638341 0.00641765 0.00868564 0.00759657 0.00818447 0.00273349 0.0039918 0.00225414 0.00262162 0.00226296 0.00402757 0.00338893 0.00260119 0.00635958
internal_weight=0 554 2567 457 427 407 373 382 320 234 182 70 52 181 161 2110 2023 2003 50 62 46 348 96 252 229 206 112 91 186 1953
internal_count=3121 554 2567 457 427 407 373 382 320 234 182 70 52 181 161 2110 2023 2003 50 62 46 348 96 252 229 206 112 91 186 1953
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=31
num_cat=0
split_feature=1 52 1 2 123 12 12 3 133 484 0 43 52 3 147 11 12 43 16 1 457 1 483 1456 1456 1 1 1455 4 0
split_gain=0.305416 0.0590379 0.055741 0.0465495 0.0380587 0.03535 0.0534493 0.0466992 0.0353543 0.0324165 0.0366591 0.0313633 0.0307902 0.0343898 0.027893 0.0282711 0.0351725 0.0505765 0.032519 0.0265408 0.0252609 0.029093 0.0250611 0.0289152 0.0305803 0.0282109 0.0532004 0.0370886 0.0273027 0.0270467
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.098630000000000009 0.08592000000000001 0.11734000000000001 0.10711000000000002 -0.03694999999999999 -1.0000000180025095e-35 -0.070054999999999992 -0.10474999999999998 -0.03898999999999999 0.060015000000000006 -0.012939999999999998 0.089365000000000014 0.075910000000000019 0.085785000000000014 -0.14968999999999996 -0.034884999999999992 0.13021500000000003 0.080930000000000016 0.10124500000000002 -0.070084999999999981 -0.16480999999999998 -0.091834999999999986 0.080270000000000022 0.083835000000000007 0.089840000000000017 -0.0065699999999999986 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 14 20 6 7 8 -3 -9 19 -10 13 -12 15 22 18 -18 -17 -11 -5 -22 28 29 -25 27 -27 -26 -1 -24
right_child=1 2 -4 4 -6 -7 -8 9 11 10 12 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0063839305162793781 0.0061745070116594435 0.0017223412444134459 -0.00023606134664958282 0.0050989234586729885 0.0011145222965361816 0.0060636952930294419 -0.001772332946304232 -0.0014289024222220873 0.0047300773050385318 0.0030282230360631503 0.0035898563840116061 0.0093898067384725441 0.0040642314209804143 -0.00040131753836697968 0.0030732135861538928 0.0069649336965415965 0.0024744012981536799 0.008662584443975772 0.012536370784509927 0.0063588856797044471 0.0057403243170119824 0.00084835825367800656 0.0054968613781966272 0.0092846006949042457 0.0059918018872744836 0.00021384071548130701 0.0052314507452071758 0.0019334583745702454 0.01040133499052553 0.0006980173375821957
leaf_weight=87 50 26 62 520 28 34 25 21 52 87 30 20 37 77 39 22 25 28 20 33 20 31 24 23 1076 22 535 23 21 23
leaf_count=87 50 26 62 520 28 34 25 21 52 87 30 20 37 77 39 22 25 28 20 33 20 31 24 23 1076 22 535 23 21 23
internal_value=0 0.00289702 0.00257188 0.00548598 0.00471411 0.00296575 0.00270759 0.00300001 0.00488307 0.0023525 0.00265329 0.00602445 0.00157758 0.000717703 0.00572091 0.00577444 0.00745651 0.00574363 0.009618 0.00394416 0.00489062 0.00276678 0.00568731 0.00559485 0.00566333 0.00561303 0.00503327 0.00590687 0.00716509 0.00314849
internal_weight=0 554 504 2567 599 442 408 383 98 285 264 72 144 107 1968 1929 95 53 42 120 571 51 1834 1726 1679 1656 557 1099 108 47
internal_count=3121 554 504 2567 599 442 408 383 98 285 264 72 144 107 1968 1929 95 53 42 120 571 51 1834 1726 1679 1656 557 1099 108 47
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=31
num_cat=0
split_feature=1 12 44 1 3 132 15 1 4 1375 484 130 133 13 2 52 4 39 43 52 13 42 15 1446 1454 1447 12 1212 3 159
split_gain=0.25174 0.0686007 0.041461 0.0371275 0.0363313 0.035524 0.0308516 0.0385397 0.0259607 0.0258918 0.0392371 0.0317194 0.0285985 0.0316644 0.0239507 0.0231902 0.0234914 0.0215208 0.0342771 0.0327665 0.021369 0.0302278 0.0279788 0.0240011 0.0365337 0.0284817 0.0375824 0.031567 0.0466761 0.0272068
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 0.31370500000000007 0.10365500000000001 -0.41942499999999994 0.13869000000000004 0.042705000000000007 -0.096099999999999977 -0.011244999999999998 -1.0000000180025095e-35 0.087035000000000015 -0.0093149999999999986 0.081135000000000013 -0.26636999999999994 -0.04890499999999999 0.10076500000000001 0.016310000000000002 0.048770000000000008 -0.083764999999999992 -1.0000000180025095e-35 0.099260000000000015 0.088500000000000009 0.081720000000000015 -0.085684999999999997 0.084225000000000008 0.040035000000000008 -0.082404999999999992 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 15 6 -6 -8 20 -5 -11 -12 -13 -14 -1 -2 -17 18 19 -16 22 -22 23 24 25 26 -3 29 -29 -27
right_child=4 8 -4 9 5 -7 7 -9 -10 10 11 12 13 -15 17 16 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0015060288831591608 0.0055963948970505356 0.010748927691020073 0.0074907370580573722 -0.00026849072680554606 0.0022094191529322417 0.0032682935008779171 0.0003257149837075056 -0.0057395849970635036 0.0042376571901953158 0.0073539233851161873 -0.00050834950719339151 0.0037672840530968139 0.0031171465692750645 -0.0019550643641559873 0.0053374059836726728 0.0050728827598504724 0.0019999030495904003 0.002774034964386374 0.0021482500936026157 0.0090440596651398791 0.005522959547930432 0.0045599443070057973 0.0089522688255573701 0.0080930936761433262 0.0020941256440334742 0.0089342925753444439 0.0054780017239071674 0.00044125992183883985 0.0055335271317097879 0.0055141617465571885
leaf_weight=20 24 24 30 22 20 28 22 20 298 22 24 226 32 20 86 28 223 31 23 33 621 686 26 36 31 25 31 30 45 334
leaf_count=20 24 24 30 22 20 28 22 20 298 22 24 226 32 20 86 28 223 31 23 33 621 686 26 36 31 25 31 30 45 334
internal_value=0 0.00485062 0.0038725 0.00367111 0.00205591 0.00031194 -0.00102319 -0.00256252 0.0051051 0.00305125 0.00327667 0.00297965 0.00328077 0.0011663 0.00478236 0.00262666 0.00234271 0.00516113 0.00568226 0.0063653 0.00524194 0.00501751 0.00574597 0.00559603 0.00542316 0.0056342 0.00777804 0.00536252 0.00349662 0.00575233
internal_weight=0 2756 569 539 365 90 62 42 2187 346 324 302 278 52 193 275 251 173 142 119 1889 1307 582 556 520 489 55 434 75 359
internal_count=3121 2756 569 539 365 90 62 42 2187 346 324 302 278 52 193 275 251 173 142 119 1889 1307 582 556 520 489 55 434 75 359
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=31
num_cat=0
split_feature=1 2 11 11 0 4 106 47 402 376 2 13 2 3 0 15 10 1 401 43 52 3 3 15 12 1429 49 4 2 12
split_gain=0.204205 0.0585008 0.0450264 0.0459549 0.0372803 0.0394682 0.0372411 0.0299004 0.0322051 0.0314673 0.0263645 0.025393 0.0332647 0.0243672 0.0290004 0.0350124 0.0293692 0.0247789 0.0239849 0.0225657 0.0210369 0.017347 0.0378068 0.040327 0.0299853 0.0188179 0.0179172 0.0187551 0.0170659 0.0467908
threshold=0.11846000000000002 0.10045500000000002 0.080455000000000013 0.085155000000000022 -0.13843999999999998 0.42642000000000008 0.086340000000000014 0.085505000000000012 0.09388500000000001 0.080200000000000007 -0.090999999999999984 -0.14179999999999995 0.15361500000000003 -0.010424999999999999 -0.10474999999999998 -0.070929999999999979 -1.0000000180025095e-35 0.14754500000000001 0.086285000000000014 -0.076124999999999984 -0.090859999999999982 -0.096099999999999977 -0.23446499999999998 -0.071579999999999991 0.095780000000000018 1.0000000180025095e-35 0.12497000000000001 0.09173000000000002 0.084145000000000011 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 20 10 8 13 -9 -1 -6 21 19 15 -15 -16 -18 -12 -2 -3 22 25 -24 -23 -13 27 -26 29 -20
right_child=7 4 3 -5 11 -7 -8 9 -10 -11 18 12 -14 14 16 -17 17 -19 28 -21 -22 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0018669050892016717 0.0013801010792290241 0.0044610595796257257 0.010262562979811006 0.0049804038628644782 0.0012077862697438949 0.0063179701278429663 0.00070358261093497276 0.0040897413514218951 -0.0025178548192516682 -0.00023304150340014269 0.0045222263716952708 0.0036457075742873713 0.00045117394107839341 0.0051280669097860275 -0.0036762276819596687 -0.00029235770978795539 -0.00081074453141254934 0.0033493919552049856 0.011016391683369875 0.0044121710159298446 0.0011681853120652733 0.0057876667190292809 0.0039880718296626582 -0.002362285777926445 0.0047398865587400425 0.0069806767465627716 0.0013212736366161456 0.0017491128621622922 0.0049137436128310445 0.0053946221602688494
leaf_weight=35 54 23 28 40 31 21 25 85 21 21 1772 64 23 26 21 22 41 22 20 45 124 148 20 20 130 23 24 25 110 57
leaf_count=35 54 23 28 40 31 21 25 85 21 21 1772 64 23 26 21 22 41 22 20 45 124 148 20 20 130 23 24 25 110 57
internal_value=0 0.00436257 0.00462445 0.00715541 0.00355407 0.00226272 0.0045392 0.00182423 0.00123151 0.00323334 0.00458729 0.00398113 0.00416137 0.00157237 0.000682903 0.00264371 -0.000437556 0.000642002 0.00463589 0.00275831 0.0016834 0.00434933 0.00335745 0.000812893 0.00473455 0.00452737 0.00386382 0.0042575 0.00571301 0.00685482
internal_weight=0 2763 2087 68 676 168 2019 358 252 106 1994 508 477 231 132 48 84 63 1959 99 147 454 127 40 327 87 179 155 187 77
internal_count=3121 2763 2087 68 676 168 2019 358 252 106 1994 508 477 231 132 48 84 63 1959 99 147 454 127 40 327 87 179 155 187 77
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 14 49 131 482 1 15 14 12 16 150 483 1427 3 4 52 12 159 12 160 43 15 1212 1447 0 475
split_gain=0.171616 0.0614926 0.0529291 0.0498738 0.0396026 0.0267985 0.0298911 0.0316772 0.0489288 0.0582372 0.0251632 0.0235353 0.0232766 0.0198076 0.0322588 0.0306822 0.0304091 0.0584941 0.0270412 0.0262078 0.0556067 0.0422139 0.028991 0.0577337 0.0747489 0.034855 0.0279765 0.038868 0.0366839 0.04162
threshold=0.36766000000000004 0.30112000000000005 0.17025000000000004 0.07770500000000001 1.0000000180025095e-35 -0.47013499999999991 0.40762500000000007 0.10033500000000002 0.090355000000000005 0.14860500000000001 -0.13578499999999996 -0.23960999999999996 0.15120000000000003 -0.071359999999999993 0.13251500000000002 0.083960000000000021 0.083935000000000023 -0.083154999999999993 -0.0078799999999999981 0.51307000000000014 0.095175000000000023 -0.085489999999999997 0.090455000000000021 -0.082179999999999989 -0.082144999999999982 0.11171000000000002 0.087685000000000013 -0.082344999999999988 -0.087414999999999979 -0.014939999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 -2 7 8 9 -7 -6 -1 13 15 16 -13 19 -18 -17 21 -21 -15 25 24 -24 26 28 -28 29 -23
right_child=3 -3 -4 -5 10 6 -8 -9 -10 -11 -12 12 -14 14 -16 18 17 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0074617418055866096 0.003732306733727455 0.00097019146820800256 -0.00068235761743077705 0.0056175816689911125 -0.00075078089887808475 0.00018566025037739303 0.004506581970490516 0.0039378037752461148 0.0041895636223041668 -0.0052749629768765191 0.0029799191387092625 0.0043099421241687853 0.0010007021821972254 0.0056709845839664234 7.8876609702340585e-05 0.0095912713184952737 0.0098197661289013919 0.0033184805370476697 0.0052147219335893173 -0.0013060223632331554 0.0050627990809376713 0.00044996628227333231 -0.0046262740678641766 0.0035000700665013262 0.0035431874227166795 0.0074952429913294821 -0.0015330092892760323 0.0044816244950197873 0.0047913382923833259 0.0038598316675218357
leaf_weight=21 35 69 24 27 21 174 20 24 26 22 130 1048 24 126 22 20 25 31 48 29 26 45 21 419 24 30 21 22 372 175
leaf_count=21 35 69 24 27 21 174 20 24 26 22 130 1048 24 126 22 20 25 31 48 29 26 45 21 419 24 30 21 22 372 175
internal_value=0 0.00391838 0.00399306 0.00150039 0.00403462 0.00113108 0.000788809 0.000486551 0.000113443 -0.000427267 0.00246108 0.00412783 0.00410014 0.00412984 0.00387765 0.0044435 0.00393883 0.00622084 0.00650194 0.00384128 0.00170469 0.00393491 0.00374116 0.00313451 -0.000269228 0.00416445 0.00400709 0.00154425 0.00418597 0.00316236
internal_weight=0 2793 2724 328 2700 301 266 246 222 196 151 2549 2528 2504 1388 1116 1366 56 68 1310 55 1255 1129 464 45 665 635 43 592 220
internal_count=3121 2793 2724 328 2700 301 266 246 222 196 151 2549 2528 2504 1388 1116 1366 56 68 1310 55 1255 1129 464 45 665 635 43 592 220
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=31
num_cat=0
split_feature=4 12 49 150 49 475 16 149 3 13 15 1 484 0 16 14 16 4 12 13 16 151 15 16 1 128 133 394 128 132
split_gain=0.139009 0.0505963 0.0490762 0.0439338 0.0472746 0.0422698 0.0416711 0.0403978 0.0314292 0.0305669 0.0255574 0.0244909 0.0234587 0.0230296 0.0399637 0.0217068 0.0270084 0.0722374 0.0401236 0.0450902 0.0273974 0.0219429 0.0216353 0.0213977 0.0191628 0.0172753 0.0466665 0.0339757 0.025275 0.0232252
threshold=0.36766000000000004 0.051320000000000005 0.14321000000000003 0.094365000000000018 -0.061079999999999988 -0.071179999999999979 0.26799500000000004 0.07770500000000001 -0.0037349999999999996 -0.07965499999999999 -1.0000000180025095e-35 0.13686500000000004 -0.070054999999999992 -0.067094999999999988 0.013515000000000001 -0.47013499999999991 -0.11118499999999999 0.51303500000000013 0.092255000000000018 -0.016469999999999995 -0.40995499999999996 -0.083134999999999987 -0.56368999999999991 -0.046599999999999996 0.14326500000000003 0.11170500000000001 -0.11828999999999999 -0.15150999999999998 0.079650000000000012 0.0041800000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 10 15 13 -5 -1 25 -10 -7 23 -2 18 -18 20 -20 21 -17 -23 -15 -24 27 -27 -3 -29 -30
right_child=7 11 -4 4 -6 8 -8 -9 12 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 22 24 -25 -26 26 -28 28 29 -31
leaf_value=0.0017035626861754628 0.0033590760708154584 -0.00018396034748071718 -0.00088626435463083912 0.00021726274450581211 -0.0025782687636300189 0.0037138533632830894 0.0046864328114315868 0.0050558234414051252 0.0012493651115801187 0.0054414259369618134 -0.0031215951170610345 0.00025898136897012592 0.0048490262018328935 0.0014189426652155817 0.0038728196820317718 0.0038247930584475402 0.002224701235293954 -0.0058063454327306578 -0.0050446221197489654 0.0013844254416350548 0.0053222287166863683 0.003593232567705538 0.00092731485169173953 -0.0029694403678513486 -0.002343374166799628 0.0047371170820732569 -0.001158517442177981 0.0037673147440009653 0.0045123171496247371 0.0077381638315273454
leaf_weight=21 35 21 36 24 28 105 20 27 20 21 23 20 191 25 38 30 24 21 20 24 20 23 81 20 23 29 25 1988 110 28
leaf_count=21 35 21 36 24 28 105 20 27 20 21 23 20 191 25 38 30 24 21 20 24 20 23 81 20 23 29 25 1988 110 28
internal_value=0 0.00352654 0.00268785 0.00292791 0.000647846 0.0032874 0.000901669 0.00135035 0.00367007 0.00265521 -0.000818679 0.00374254 0.00450783 0.00272982 0.00148496 0.00101797 0.000709928 -0.00152312 0.00116462 -0.00153787 0.00183643 0.00139238 0.000817789 -0.00053145 0.000203989 0.00377419 0.00200766 0.00381862 0.00385816 0.00516684
internal_weight=0 2793 572 536 73 463 64 328 399 45 44 2221 211 188 83 301 266 45 221 44 177 157 127 45 104 2201 54 2147 2126 138
internal_count=3121 2793 572 536 73 463 64 328 399 45 44 2221 211 188 83 301 266 45 221 44 177 157 127 45 104 2201 54 2147 2126 138
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=31
num_cat=0
split_feature=4 2 3 3 52 43 12 3 9 44 48 3 12 3 148 4 0 160 0 15 52 15 3 51 157 0 1213 48 16 13
split_gain=0.113714 0.0415167 0.032471 0.0316079 0.0227745 0.0217056 0.030652 0.0254711 0.0212175 0.0229082 0.0225624 0.0210214 0.029154 0.0238561 0.0211631 0.0206535 0.0250816 0.025183 0.0241682 0.0427899 0.0467367 0.0673847 0.0537997 0.0356102 0.0224891 0.0222992 0.02452 0.0232888 0.0255898 0.0471769
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.63141500000000017 0.039215000000000007 -0.05647499999999999 -0.07415999999999999 -0.0025099999999999996 -1.0000000180025095e-35 0.081805000000000017 0.14505500000000002 -0.13309499999999996 1.0000000180025095e-35 -0.16186999999999999 -0.063899999999999985 -0.082249999999999976 -0.019414999999999998 -0.54913999999999985 -0.11013499999999998 -0.11713499999999999 0.061605000000000007 0.013270000000000002 -0.022174999999999997 -0.022999999999999996 -0.10151999999999999 -0.087084999999999982 0.04198000000000001 0.092475000000000016 -0.091354999999999978 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 -7 -2 -1 10 15 13 14 -8 -13 25 17 -17 19 -19 21 22 -21 -24 -20 26 -10 28 -27 -30
right_child=3 -3 -4 -5 -6 6 11 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 24 20 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.001164074811031637 0.00092621786840909139 -0.00032929676218014774 0.00099566766469266332 -0.0025013970630243421 0.0028780966055828778 0.0049256371790901404 0.00080272553698159754 -0.0027197352224633238 0.0042796575005847924 0.0057679490651935342 0.00010583530264821921 0.0040872965613380071 -0.0029175213360715484 0.0052653137422369227 0.00035356298672951881 0.0057098421689051283 0.00032756981785379114 0.0053897526373475561 0.0013947235391958098 -0.0031825479565431242 -0.0019429867661528988 0.0063316888121335074 -0.0013809549112227702 0.0033141942455300263 0.0033534369579473443 0.007011072045530785 0.0077377767230455696 0.00071289572931293932 -0.00012909378944613945 0.0037799910691528244
leaf_weight=46 66 33 63 20 99 26 25 27 97 38 22 20 21 23 63 39 31 34 61 23 32 32 21 70 1501 22 26 28 33 479
leaf_count=46 66 33 63 20 99 26 25 27 97 38 22 20 21 23 63 39 31 34 61 23 32 32 21 70 1501 22 26 28 33 479
internal_value=0 0.00319615 0.00323928 0.00137074 0.00158005 0.00110586 0.00175275 -0.000132285 0.00329292 0.00333074 0.00329444 0.00121002 0.000411081 0.00294105 0.00125326 0.00332217 0.003148 0.00319622 0.00314097 0.00213908 0.00151817 0.00227677 0.00113855 0.0022307 0.00327694 0.00379105 0.00501064 0.00352413 0.00367153 0.00352804
internal_weight=0 2731 2698 390 370 271 178 93 2635 2589 2551 152 104 48 83 2529 1844 1813 1774 212 178 146 114 91 1562 685 123 562 534 512
internal_count=3121 2731 2698 390 370 271 178 93 2635 2589 2551 152 104 48 83 2529 1844 1813 1774 212 178 146 114 91 1562 685 123 562 534 512
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=31
num_cat=0
split_feature=4 2 123 3 157 51 121 160 483 16 14 1 52 52 1374 12 151 149 151 0 1454 475 16 43 51 133 402 43 2 0
split_gain=0.0921082 0.0336285 0.0273418 0.0256024 0.0198879 0.0290748 0.0234801 0.0206864 0.0203195 0.0235629 0.0360151 0.0410943 0.0354574 0.0341874 0.0311862 0.0281319 0.0242808 0.0342791 0.0296405 0.0229471 0.0224436 0.0241812 0.0211525 0.0217443 0.0323109 0.0220495 0.0314268 0.0236581 0.0327893 0.0212559
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 0.63141500000000017 -0.50331999999999988 0.24916000000000002 -1.0000000180025095e-35 0.62940000000000007 -0.095084999999999989 -0.010264999999999998 0.078400000000000011 0.082005000000000008 -0.10286999999999999 -0.034054999999999995 0.087110000000000007 -0.093619999999999995 -0.15340499999999999 0.079000000000000015 -0.089594999999999994 -0.090644999999999989 0.083800000000000013 -0.08100499999999998 -0.011989999999999999 -0.0017249999999999998 0.11594500000000001 -0.071719999999999992 0.2506000000000001 -0.0084099999999999991 0.084415000000000004 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 -6 8 20 10 12 -12 -10 19 22 -11 -17 18 -18 -14 21 -8 23 25 -25 27 29 28 -15 -27
right_child=3 -3 -4 -5 5 -7 7 -9 9 15 11 -13 13 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0054623695149090172 0.0014220449244237753 -0.00029636697039346806 -0.00059559768124017864 -0.0022512575145810843 0.0063663165166508414 5.1629241123529424e-05 0.0078832540610481224 -0.00027690603863447907 0.0057496098791585959 -0.00057238508658162481 0.0029026207437709674 0.0087545648876888055 0.0020371714036446064 0.005387547108645474 0.007025655959732831 0.00021618978353217245 0.0049687422136776155 0.0067987828329205517 0.0024566592812245232 -0.0014060865078742305 0.0016080053320721441 0.0040113610455322218 4.0961304962958982e-05 0.0027973245319046348 -0.00031977625460260448 0.0015316893552274754 -0.00068823146633803847 0.0064047537234728225 0.00016026957891881468 0.0034997407372586034
leaf_weight=31 370 33 22 20 20 35 23 20 47 29 24 24 100 30 20 41 50 20 775 24 23 54 23 436 36 60 20 48 20 643
leaf_count=31 370 33 22 20 20 35 23 20 47 29 24 24 100 30 20 41 50 20 775 24 23 54 23 436 36 60 20 48 20 643
internal_value=0 0.00287654 0.00291535 0.00123367 0.00294421 0.0029147 0.00295309 0.00292674 0.00295167 0.00289509 0.00313201 0.00582859 0.00304612 0.00295909 0.00310652 0.00249245 0.00259276 0.00270808 0.00260891 0.00137073 0.00434912 0.0051679 0.00304696 0.00310043 0.00255958 0.00341136 0.00322057 0.00481898 0.00329664 0.00333177
internal_weight=0 2731 2698 390 2676 2645 2610 2590 2570 2470 1555 48 1507 1460 1336 915 886 845 825 124 100 77 1316 1293 472 821 723 98 50 703
internal_count=3121 2731 2698 390 2676 2645 2610 2590 2570 2470 1555 48 1507 1460 1336 915 886 845 825 124 100 77 1316 1293 472 821 723 98 50 703
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 2 4 0 2 14 0 52 13 3 49 2 50 2 2 1 51 4 1 475 49 12 40
split_gain=9.321 1.16239 0.949102 0.657129 0.54634 0.510811 0.332082 0.286186 0.344183 0.2663 0.198682 0.194981 0.187207 0.17657 0.141262 0.139519 0.133776 0.127661 0.125081 0.123924 0.112492 0.106558 0.106507 0.104982 0.0941793 0.0895417 0.0881113 0.100813 0.12646 0.0806536
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 0.097070000000000004 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 -0.068189999999999987 0.092235000000000025 0.076975000000000002 -0.23194499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.12745000000000004 -0.012034999999999999 0.11389000000000002 0.041865000000000006 0.13501500000000002 0.10381000000000001 0.12958500000000003 -0.096089999999999981 0.033845000000000007 0.083345000000000016 -0.066784999999999983 -0.061079999999999988 0.090345000000000023 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 17 7 12 -3 22 -5 11 -11 24 -1 21 29 -17 -2 23 -7 26 -13 -9 -15 -4 -26 -8 -28 -29 -10
right_child=1 5 6 9 -6 19 20 8 15 10 -12 14 -14 18 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00074734806270735363 0.00038296801129392545 0.00020212850757664799 0.00061423420405905369 0.00059544397582836654 0.00030783203083880657 0.00010173682893415313 0.0006306233108878469 0.00058718617414514433 0.00032687505187583372 0.00051620034004011669 0.00026598507246258215 0.00043414640070802687 0.00072960128886892072 0.00067835995308784802 0.00052201150825210638 0.00029232621154850791 0.00047212123286490345 0.00055581384210609921 0.00041901439369197875 0.00025643078305830178 0.00045025640369156521 0.00028306645023472169 0.00038948120987590621 0.00055359348962924081 0.00059672246732026977 0.00048249155574263083 0.00042248467239094716 0.00065873441049838465 0.00054471268999540016 0.00020470788078878272
leaf_weight=22 20 90 1490 31 74 85 63 22 31 61 35 28 52 33 20 41 26 92 21 26 37 50 20 121 74 41 22 43 287 63
leaf_count=22 20 90 1490 31 74 85 63 22 31 61 35 28 52 33 20 41 26 92 21 26 37 50 20 121 74 41 22 43 287 63
internal_value=0 0.000310302 0.000583978 0.000499094 0.000438569 0.000251248 0.000600962 0.000294162 0.000334965 0.000426694 0.000399729 0.000429169 0.000613813 0.000581785 0.000374996 0.000293728 0.000362097 0.000524949 0.000560971 0.000137971 0.000553853 0.0003373 0.000493041 0.000580329 0.000610061 0.000555997 0.000563089 0.000551002 0.00055957 0.000244997
internal_weight=0 590 2531 422 186 404 2109 293 203 225 194 159 1657 197 98 161 67 112 175 111 452 78 42 154 1605 115 415 352 330 94
internal_count=3121 590 2531 422 186 404 2109 293 203 225 194 159 1657 197 98 161 67 112 175 111 452 78 42 154 1605 115 415 352 330 94
is_linear=0
shrinkage=0.00196078


Tree=7922
num_leaves=31
num_cat=0
split_feature=1 2 4 13 43 48 374 106 149 0 43 4 13 43 13 12 133 3 16 10 2 10 12 1 4 15 123 133 14 159
split_gain=0.102832 0.0350349 0.0233629 0.0264132 0.0546377 0.0233906 0.0233086 0.0210869 0.0213607 0.0226464 0.0316858 0.0676232 0.0281879 0.0242279 0.0260502 0.0222586 0.0296976 0.0201404 0.0178832 0.0178556 0.0339372 0.029839 0.0254164 0.0400137 0.0201454 0.0182749 0.0180141 0.019507 0.020838 0.0178374
threshold=0.12000500000000001 0.10252500000000002 -0.50427999999999995 0.10935500000000002 -0.23229999999999998 0.13438000000000003 0.083845000000000017 0.085655000000000009 0.07770500000000001 -0.066689999999999985 -0.16318499999999997 -0.17966999999999997 -0.043669999999999994 -0.50216499999999986 0.038215000000000006 0.110195 -0.0042999999999999991 -0.14186499999999996 0.18438500000000005 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 -0.42850999999999995 0.15799000000000005 0.50996500000000011 -0.073184999999999986 0.11679000000000002 0.089755000000000015 -1.0000000180025095e-35 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 5 -5 6 -4 8 9 13 -11 18 -13 -1 29 16 -16 -14 -12 20 21 -2 -22 26 -21 -23 27 28 -24 -15
right_child=19 2 3 4 -6 -7 -8 -9 -10 10 11 12 17 14 15 -17 -18 -19 -20 24 22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0055006331223994495 0.00064407592378274521 0.0050547363182094195 0.0027042978985853754 0.0028615210032633819 -0.0036995650073301726 -0.00091229800600558522 -0.0007763577485457063 0.00059339779972409214 0.0057496436060104966 -0.0015722647390794008 0.0061561810521361159 0.0023916948589348154 0.0008577710260975768 0.0034482954499846447 -0.0016294864105875603 0.0043091196300727988 0.002205532261370016 -0.0035268541262485093 0.0033115487411622801 -0.0030405998253263534 0.0041049257281702018 0.0068566602794453511 0.002674905490727188 -0.0038685698295012117 0.0012174325659871103 0.0031386904508018728 -0.0017048125993586957 0.0041232805011705278 -0.00018149660184438266 0.0016485558751267951
leaf_weight=50 33 31 506 30 22 20 20 30 34 20 39 44 22 1626 25 35 105 20 51 20 20 20 39 20 25 39 23 21 74 57
leaf_count=50 33 31 506 30 22 20 20 30 34 20 39 44 22 1626 25 35 105 20 51 20 20 20 39 20 25 39 23 21 74 57
internal_value=0 0.00303471 0.00237799 0.00223923 8.56769e-05 0.00244433 0.00257195 0.00322613 0.00326324 0.00322287 0.00219951 0.00262812 0.000622889 0.00332855 0.00326978 0.00207068 0.00146803 -0.00123015 0.00454422 0.00117789 0.00146641 0.00305214 0.000725867 0.000344053 -0.000675026 0.00439902 0.000880693 0.00132447 0.000804341 0.00338734
internal_weight=0 2787 629 598 52 546 526 2158 2128 2094 196 176 86 1898 1848 165 130 42 90 334 289 92 197 177 45 59 157 134 113 1683
internal_count=3121 2787 629 598 52 546 526 2158 2128 2094 196 176 86 1898 1848 165 130 42 90 334 289 92 197 177 45 59 157 134 113 1683
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=31
num_cat=0
split_feature=1 3 124 4 4 2 42 14 159 1 2 150 0 15 42 1 49 1 1 12 4 4 13 0 49 0 0 43 3 4
split_gain=12.0175 2.05826 1.08423 0.910757 0.608062 0.602357 0.433966 0.42181 0.401875 0.401307 0.321097 0.214745 0.213501 0.348372 0.201051 0.199202 0.194791 0.176493 0.160583 0.159885 0.143803 0.237775 0.249622 0.120386 0.113075 0.11131 0.142441 0.107991 0.101892 0.0999423
threshold=0.10508500000000001 -0.059315 -0.080389999999999989 0.27834500000000006 0.27287000000000006 0.098630000000000009 -0.0060199999999999993 0.062655000000000016 0.082585000000000006 0.12765500000000005 0.14122000000000004 1.0000000180025095e-35 -0.10607499999999999 -0.10469999999999999 -1.0000000180025095e-35 0.083135000000000014 -0.054984999999999992 0.13075500000000004 0.16175000000000003 0.08815000000000002 0.098655000000000007 -0.062539999999999984 -0.0030199999999999997 0.14486500000000005 -1.0000000180025095e-35 -0.060129999999999996 0.10455500000000001 -0.080324999999999994 0.088060000000000013 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 8 7 -1 12 14 24 11 23 13 -4 -3 -15 -2 -5 -11 29 21 22 -16 -7 -6 -21 -27 -8 -17 -14
right_child=1 4 5 17 9 10 27 -9 -10 18 -12 -13 19 15 20 28 -18 -19 -20 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00063057375763978614 0.0004424699583747452 0.0005778415333432005 0.00074033654035754036 0.0004078157705268549 0.00021826863836127129 0.00063997595997957824 0.00041362680978920162 0.00082394897839116596 0.00022123190887557952 0.0001749122117748367 0.00043784600323122235 0.00046475682323159393 0.00082861115204810288 0.00064316120750046847 0.0003361467876068427 0.00036938827299424424 0.00063932135971626761 0.00020886202730098434 -5.101732503168621e-06 0.00066783857111277613 0.0005292313209935731 0.00028186418632808246 0.00062751937584549773 0.00049388816378508895 0.00036496317717470253 0.00045024460854650549 0.00068145895851593385 0.00023922758898241262 0.0005370933313251419 0.0006975336990966642
leaf_weight=35 23 23 47 60 31 380 43 77 61 111 41 32 23 38 26 26 121 24 23 783 21 71 20 23 58 21 20 20 30 809
leaf_count=35 23 23 47 60 31 380 43 77 61 111 41 32 23 38 26 26 121 24 23 783 21 71 20 23 58 21 20 20 30 809
internal_value=0 0.000361739 0.000657588 0.00051323 0.000284121 0.000666015 0.000455516 0.000681837 0.000356765 0.000211803 0.000603727 0.000619362 0.000675747 0.000602502 0.000408117 0.000533585 0.00060788 0.000350972 0.000144014 0.000681984 0.000379829 0.000353013 0.000462831 0.000631638 0.000313867 0.000662624 0.000563032 0.000358262 0.00045923 0.000701157
internal_weight=0 673 2448 228 445 2350 98 1874 222 223 476 435 1797 141 161 94 144 84 134 1656 138 117 46 403 89 824 41 63 56 832
internal_count=3121 673 2448 228 445 2350 98 1874 222 223 476 435 1797 141 161 94 144 84 134 1656 138 117 46 403 89 824 41 63 56 832
is_linear=0
shrinkage=0.00196078


Tree=7924
num_leaves=31
num_cat=0
split_feature=1 2 11 11 12 3 3 150 0 106 12 401 1456 158 159 131 43 3 160 484 52 1 2 50 43 1213 394 2 157 403
split_gain=0.115431 0.0381618 0.0281656 0.0377569 0.0250139 0.0282227 0.0443393 0.0263479 0.0631554 0.0234119 0.0197582 0.019704 0.0190824 0.0294701 0.0413955 0.0277089 0.0322141 0.0268047 0.0310036 0.0258098 0.0329084 0.0280626 0.0317285 0.0235333 0.022089 0.0218645 0.0332897 0.0327311 0.0397765 0.057513
threshold=0.12000500000000001 0.10005000000000001 0.080455000000000013 0.085155000000000022 0.087505000000000013 -0.095524999999999985 -0.24210499999999999 0.08926000000000002 -0.23091999999999999 0.085655000000000009 0.095565000000000011 0.086285000000000014 0.056145000000000007 0.11817500000000002 0.11389500000000001 0.077860000000000013 -0.03898999999999999 -0.11255999999999998 -0.037174999999999993 -0.081869999999999984 -0.016949999999999996 0.086920000000000011 0.089885000000000007 0.12170000000000002 -0.14792499999999997 -0.0057349999999999996 -0.0062849999999999989 0.085730000000000015 -0.018414999999999997 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 -3 -7 -9 11 -6 12 13 14 15 17 24 18 -1 20 -19 23 -23 25 -17 26 -21 28 -27 -30
right_child=-2 4 3 -5 10 7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 19 -20 21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0015298333398445889 0.0012800152762880142 0.0021536953131397886 0.0083683416221497792 0.003528583004663233 0.0042334841130750962 0.0028950745541607009 -0.0038855638680979614 0.0043201139633310959 -0.0024659628616063856 0.00057403741821903601 0.0026789476608083478 0.004415947713489239 0.0042999836346058621 0.005777941427235915 -0.00019796572418676484 0.0062284069339511921 0.0072928307990358533 0.003320441979712996 0.0027059525729782766 0.0052703232895920903 0.0084913293609861287 0.0025689929709459707 -0.00060242559458758378 8.0110557081008497e-05 0.0034481009391480045 0.00077120610163547106 0.0016123647347003932 0.0032588154081131721 0.0028751635366061241 0.007168400289661936
leaf_weight=27 334 31 27 40 116 201 20 24 32 29 277 186 184 44 36 32 28 32 48 31 20 214 37 22 267 20 126 503 50 83
leaf_count=27 334 31 27 40 116 201 20 24 32 29 277 186 184 44 36 32 28 32 48 31 20 214 37 22 267 20 126 503 50 83
internal_value=0 0.0032473 0.00346181 0.00547893 0.00260897 0.00193421 -0.000214642 0.00236063 0.000442356 0.00339487 0.00313779 0.00343598 0.00333494 0.00322533 0.00315406 0.00323242 0.00404939 0.00301218 0.00118107 0.00313286 0.00530924 0.00302865 0.00210149 0.00330736 0.00374566 0.00339469 0.00233464 0.00364839 0.00492915 0.0055544
internal_weight=0 2787 2086 67 701 308 51 257 56 2019 393 1990 1804 1620 1576 1540 327 1213 75 1138 52 1086 251 835 299 813 157 656 153 133
internal_count=3121 2787 2086 67 701 308 51 257 56 2019 393 1990 1804 1620 1576 1540 327 1213 75 1138 52 1086 251 835 299 813 157 656 153 133
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=31
num_cat=0
split_feature=1 52 1 4 12 12 2 2 2 4 1 4 11 3 3 11 13 1 2 2 10 457 132 39 160 11 49 150 4 0
split_gain=17.7919 2.90851 1.85958 1.3614 1.16333 1.07494 0.790428 0.516052 0.445412 0.442158 0.419164 0.397949 0.383933 0.231124 0.220283 0.211682 0.198008 0.196996 0.175239 0.151894 0.145894 0.140136 0.120665 0.115294 0.102061 0.101066 0.100756 0.100691 0.0888049 0.0872726
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.27834500000000006 -0.029094999999999999 0.089410000000000003 0.13754500000000003 0.092235000000000025 0.17025000000000004 0.40945500000000007 0.09253500000000002 0.40473500000000007 1.0000000180025095e-35 0.30112000000000005 -0.12018999999999998 1.0000000180025095e-35 0.14871000000000004 0.086920000000000011 0.094835000000000017 0.087675000000000017 -0.38124499999999995 0.080930000000000016 0.08696000000000001 0.087690000000000004 -1.0000000180025095e-35 0.082485000000000017 0.088340000000000016 1.0000000180025095e-35 -0.03898999999999999 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 5 4 10 22 7 12 9 13 18 -7 14 23 16 21 -6 29 -1 -19 -10 -9 27 -4 -11 -17 -20 -3 -2 -16
right_child=1 2 8 -5 6 11 -8 15 20 24 -12 -13 -14 -15 17 25 -18 19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008362524424922592 0.00083288762998444572 0.00045099782568546251 0.00052705801907115617 0.00039764626148463205 0.00053574944925464051 0.00072155985929051036 0.00050818645269484135 0.00074763850541404917 0.00017046569970102321 0.00030829555858210672 0.00048938660542986452 0.00044840236595549077 0.00095883252991347753 0.00022464528166873252 0.00095687937210587888 0.0009664775186281801 0.00080193474676307295 0.00078725732662319353 0.0005424218908117454 0.00062940759577003185 -4.0586861603728984e-05 0.00061985332724906982 0.00026508717722749473 0.0003612391894268451 0.00018587373811492901 0.00080574583227749981 0.00071902778175488371 0.0003628187032556397 0.00069060339220149115 0.00082608813216804354
leaf_weight=26 48 113 38 36 21 70 37 576 34 36 63 29 70 22 20 21 22 375 23 25 20 35 24 28 96 53 27 89 26 1018
leaf_count=26 48 113 38 36 21 70 37 576 34 36 63 29 70 22 20 21 22 375 23 25 20 35 24 28 96 53 27 89 26 1018
internal_value=0 0.000416158 0.000370852 0.000776136 0.000781785 0.000471165 0.000792434 0.000797137 0.000251868 0.000291035 0.00060765 0.000641544 0.000816933 0.000398694 0.000810226 0.000752314 0.000671937 0.000814362 0.000705684 0.000777392 9.22981e-05 0.000740319 0.00039653 0.000456711 0.000219262 0.000851359 0.000637789 0.000412147 0.000782896 0.000828608
internal_weight=0 673 599 2448 2412 325 2273 2236 274 220 139 99 1551 88 1481 685 43 1438 76 400 54 611 226 66 132 74 50 202 74 1038
internal_count=3121 673 599 2448 2412 325 2273 2236 274 220 139 99 1551 88 1481 685 43 1438 76 400 54 611 226 66 132 74 50 202 74 1038
is_linear=0
shrinkage=0.00196078


Tree=7926
num_leaves=31
num_cat=0
split_feature=4 3 2 149 123 2 1 151 3 14 12 43 4 147 4 2 9 15 0 16 3 0 2 2 1374 16 1416 2 456 456
split_gain=0.144461 0.0528515 0.0391 0.0363843 0.0318926 0.0211892 0.0204374 0.0220248 0.0233697 0.0199861 0.0213197 0.0188609 0.0328741 0.0186827 0.027713 0.0208295 0.0174283 0.0179245 0.0212177 0.0200424 0.0336998 0.0242804 0.0602282 0.0523397 0.0282207 0.0261592 0.0239802 0.0237749 0.022898 0.0272308
threshold=0.36766000000000004 0.30112000000000005 0.17025000000000004 0.07770500000000001 0.08128500000000001 0.25063000000000007 0.10374500000000002 -0.082229999999999984 -0.13927999999999999 -0.10708499999999999 0.15120000000000003 -0.032879999999999993 0.0082450000000000006 0.089365000000000014 -0.0070899999999999991 0.14838000000000004 0.081890000000000004 0.13592500000000005 -0.086074999999999985 -0.071359999999999993 0.097915000000000016 -0.087634999999999977 0.10276500000000001 1.0000000180025095e-35 0.086000000000000007 -0.046599999999999996 1.0000000180025095e-35 0.091545000000000015 0.087225000000000011 0.089235000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 6 -2 -8 -9 -1 13 12 -6 15 -15 16 17 19 -19 20 -11 22 23 -21 26 -25 28 -27 -23 -30
right_child=3 -3 -4 -5 11 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 21 -22 24 -24 25 -26 27 -28 -29 29 -31
leaf_value=0.0062520955813177423 -0.0018369465897558259 0.00080810274348418795 -0.0004079309738396357 0.0048394414339714724 0.0026805194761222125 -0.0019804748312294992 0.0040286428714171058 0.0030343499710308573 0.00060634632467186297 0.0039775371692871483 0.00073116316295151291 0.0047093003694899382 -0.00105670747361728 0.003881980445182238 -0.0010693171760067343 0.0069773573987185955 0.0060928654947107839 0.0039646084408741442 -0.00058649230216230666 -0.00042225398420770132 0.0079315118660981017 0.0034017429882944139 -0.0019231809912106164 0.0013931585816530194 0.0072515851013701081 0.0036992061709140763 0.0063652259231481191 0.0068141659882305005 0.0077761617653002895 0.0036226691322793305
leaf_weight=31 20 69 24 27 89 22 30 51 178 1067 24 25 32 26 20 20 31 20 21 36 22 864 26 41 22 158 31 29 27 38
leaf_count=31 20 69 24 27 89 22 30 51 178 1067 24 25 32 26 20 20 31 20 21 36 22 864 26 41 22 158 31 29 27 38
internal_value=0 0.00354131 0.00361054 0.00132285 0.00364626 0.00100741 0.00124302 0.00148085 0.00114708 0.00372843 0.00369742 0.0022088 0.00169216 0.00372591 0.00172924 0.00376335 0.00373693 0.00370653 0.00163356 0.00374253 0.00405742 0.00347294 0.00266897 0.00312123 0.00371037 0.00368072 0.00362921 0.00418227 0.00353792 0.00534797
internal_weight=0 2793 2724 328 2700 301 279 259 229 2554 2523 146 121 2499 46 2453 2433 2402 41 2361 1089 1272 290 264 982 228 960 187 929 65
internal_count=3121 2793 2724 328 2700 301 279 259 229 2554 2523 146 121 2499 46 2453 2433 2402 41 2361 1089 1272 290 264 982 228 960 187 929 65
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=31
num_cat=0
split_feature=4 3 9 149 160 49 3 3 40 13 49 1451 52 12 4 0 1429 15 49 2 49 1429 133 0 15 1210 1446 42 133 157
split_gain=0.117014 0.0428097 0.0340643 0.0294713 0.0272604 0.0261492 0.0274529 0.027436 0.0266629 0.0282622 0.0281089 0.0329819 0.0249292 0.0231249 0.0232712 0.040839 0.0276939 0.0257815 0.0236036 0.0293865 0.029491 0.0277101 0.0360898 0.0273934 0.0252724 0.0235 0.0257079 0.0313226 0.0332745 0.0235207
threshold=0.36766000000000004 0.30112000000000005 -1.0000000180025095e-35 0.07770500000000001 0.079055000000000014 0.11560500000000001 0.12745000000000004 0.10893000000000001 0.051255000000000002 0.40528500000000006 0.11136000000000001 0.089825000000000002 -0.11183499999999999 0.11734000000000001 -0.085594999999999991 -0.038659999999999993 0.086370000000000016 -0.0079099999999999986 -0.0095499999999999977 0.08708500000000001 -0.086009999999999989 0.083420000000000008 0.085895000000000013 -0.15202999999999997 -0.091964999999999977 -0.080859999999999974 0.08393500000000001 0.085730000000000015 0.099660000000000012 -0.051074999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 7 8 9 10 11 13 -7 14 25 16 18 -18 19 20 -16 23 -23 -20 -21 -4 27 29 -29 -27
right_child=3 -3 5 -5 -6 12 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 21 24 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0013221120241033878 0.00090667197952260491 0.00072729246778602621 0.0016754222905728967 0.0043554971744823789 0.0034768830984830859 0.0034820464071041593 0.0061588234095168969 4.2443440295755862e-05 -0.00017585325875275193 0.0067476736155804243 0.006847081572303306 0.0068764778122735711 0.0010093100838972494 0.00162417076591737 0.0065465940178596766 -0.00052922118840546448 0.0024956468805343054 -0.0017073413499747404 0.0062133367930073298 -0.0004450582194982506 0.0028303905885507081 0.0031964577265053747 0.0080618247288900113 0.0033386871801685974 0.0023734064007417338 0.0058899644575815778 0.0015770379440201558 0.0046983969919947967 0.0097903679568497916 0.0036866761977718877
leaf_weight=29 301 69 40 27 20 72 35 25 21 25 23 26 94 80 29 29 54 20 34 41 81 31 30 1325 142 59 34 33 21 271
leaf_count=29 301 69 40 27 20 72 35 25 21 25 23 26 94 80 29 29 54 20 34 41 81 31 30 1325 142 59 34 33 21 271
internal_value=0 0.00318718 0.00324949 0.00119057 0.000636661 0.00329735 0.00337777 0.00333842 0.00337207 0.00340276 0.00336796 0.00333434 0.00208182 0.00329521 0.003354 0.00319335 0.00325376 0.0013597 0.00333558 0.00251839 0.00381012 0.0035042 0.00558926 0.00341061 0.00174195 0.003991 0.00421259 0.00444594 0.00667861 0.0040806
internal_weight=0 2793 2724 328 49 2675 2509 2474 2449 2428 2403 2380 166 2354 2274 1816 1787 74 1713 293 110 1420 61 1359 183 458 418 384 54 330
internal_count=3121 2793 2724 328 49 2675 2509 2474 2449 2428 2403 2380 166 2354 2274 1816 1787 74 1713 293 110 1420 61 1359 183 458 418 384 54 330
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=31
num_cat=0
split_feature=1 2 11 11 2 0 3 400 40 13 151 148 455 16 16 4 3 43 42 401 16 133 15 0 0 13 2 11 49 50
split_gain=0.0953307 0.0300419 0.0231455 0.0309842 0.0207696 0.0215054 0.0271345 0.020602 0.0211063 0.0286324 0.0246931 0.034475 0.0190799 0.0187736 0.0540075 0.0673544 0.0225033 0.0238864 0.0184 0.0183656 0.0210825 0.0360083 0.0254621 0.021417 0.0282816 0.0249089 0.02062 0.0234351 0.0200324 0.0437166
threshold=0.12000500000000001 0.10005000000000001 0.080455000000000013 0.085155000000000022 -0.0091949999999999983 -0.07384499999999998 -0.014944999999999998 -0.070649999999999991 0.051255000000000002 -0.08971999999999998 -0.089309999999999987 -0.0084749999999999982 0.088555000000000009 -0.39185999999999993 -0.15012499999999998 0.51303500000000013 0.149315 -0.035139999999999991 0.097315000000000026 1.0000000180025095e-35 -0.073404999999999984 -0.010614999999999998 -0.07879499999999999 -0.04917499999999999 -0.014954999999999998 0.01128 0.10855000000000002 0.090070000000000025 0.096185000000000007 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -3 9 18 -11 -12 -6 -2 -15 16 17 -16 -9 20 21 -13 -23 25 -25 28 -26 -28 -22 -30
right_child=13 7 3 -5 12 6 -8 8 -10 10 11 19 -14 14 15 -17 -18 -19 -20 -21 23 22 -24 24 26 -27 27 -29 29 -31
leaf_value=0.0036810162533395768 0.00020057759305408193 -0.00078031957267999785 0.0075072731667508684 0.0031230213269572006 0.003029067266503367 0.0021637317428196022 -0.0023106575933406533 0.00035009797259057265 -0.00080058748804731302 0.0052552067776559857 -0.00051303327685066813 0.0080432477139402193 0.0056135272687493735 0.006508954741903359 0.0015789706225679192 -0.0039002697762992723 -0.00015502325199448909 0.0046705741769217544 0.0033819083939306441 0.00083257389265955204 0.0033379152577107003 0.0018913461199889963 0.0052017755293664305 0.0066329848803579816 0.0042910496402970132 -0.00060229474051993754 -0.0004857976704702846 0.0038756257640092046 0.0029864809172023541 -0.0025392571093768562
leaf_weight=29 140 21 27 40 1905 33 23 87 20 38 33 20 29 21 73 23 39 38 26 42 99 52 42 25 51 32 28 22 41 22
leaf_count=29 140 21 27 40 1905 33 23 87 20 38 33 20 29 21 73 23 39 38 26 42 99 52 42 25 51 32 28 22 41 22
internal_value=0 0.00287094 0.00306126 0.00488981 0.00300058 0.00147068 0.000326036 0.00230457 0.00239984 0.00249683 0.00279619 0.00261261 0.00306782 0.00108312 0.00172001 0.0011387 0.00191134 0.00263736 0.00104768 0.00282931 0.00302254 0.00419026 0.00337047 0.00260654 0.00362166 0.00194723 0.00287629 0.00143323 0.00245084 0.00105686
internal_weight=0 2787 2086 67 2019 85 56 701 680 660 547 509 1934 334 194 173 150 111 113 476 434 114 94 320 126 194 101 50 162 63
internal_count=3121 2787 2086 67 2019 85 56 701 680 660 547 509 1934 334 194 173 150 111 113 476 434 114 94 320 126 194 101 50 162 63
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 4 14 47 2 2 47 2 0 16 13 1 49 14 1 1 16 3 0 40 39
split_gain=14.5486 1.77831 1.53237 0.926003 0.870758 0.747233 0.530144 0.469249 0.456881 0.509133 0.297555 0.254729 0.222477 0.199931 0.179296 0.17719 0.175124 0.151451 0.14458 0.141554 0.138216 0.132772 0.129855 0.124629 0.122708 0.121755 0.120291 0.099271 0.0772381 0.0746615
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091475000000000015 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.0061450000000000003 0.076175000000000007 0.077555000000000013 0.11389000000000002 0.11411 0.091680000000000011 0.12358500000000001 -0.11173999999999999 -0.43320999999999993 -1.0000000180025095e-35 0.12958500000000003 -0.085174999999999987 0.062655000000000016 0.13075500000000004 0.16175000000000003 -0.013024999999999998 0.12745000000000004 -0.093584999999999988 -0.077474999999999988 0.08456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 12 8 11 -6 28 20 16 17 13 22 -2 21 27 18 -4 -11 -10 -9 25 -5 -7 -1 -21 -8 -3 -27
right_child=1 5 6 23 7 24 10 15 9 19 -12 -13 -14 -15 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00048809928661273195 0.00056049871557762958 0.00017544198588022644 0.00061402698441379879 0.00029700787204737757 0.00060795539498781565 7.4255779534700069e-05 0.0006956625719819297 0.00045362224960638806 0.00058273491374949079 0.00018398868476729246 0.00051035351181985436 0.00078509506552725504 0.00071086772600141893 0.00035541599707714479 0.00035565839879506947 0.00047677187967732086 0.00044051281613372207 0.00064126452652650166 0.00040823206302025516 0.00023577884056737682 0.00035751440726658875 0.00028283164941685763 0.00071103048090841246 0.0001251123995661699 -9.2199424748682003e-05 0.00063298881035663338 0.00040627136112922634 0.00059808328158384447 6.0445720045860354e-05 0.00049914963794091911
leaf_weight=78 92 43 35 50 31 90 43 21 22 94 191 46 35 20 20 31 26 1156 21 41 20 105 20 24 21 59 26 591 47 22
leaf_count=78 92 43 35 50 31 90 43 21 22 94 191 46 35 20 20 31 26 1156 21 41 20 105 20 24 21 59 26 591 47 22
internal_value=0 0.000252812 0.000594725 0.000411463 0.000486869 0.00017977 0.000616307 0.0003875 0.000231673 0.000283228 0.000578509 0.000641876 0.000566704 0.000541348 0.00052392 0.00034397 0.000598233 0.00063644 0.000536854 0.000233074 0.000475487 0.000311297 0.000562123 0.000241258 4.27643e-05 0.000543392 0.00030194 0.000604701 0.000115388 0.000596637
internal_weight=0 590 2531 186 422 404 2109 188 293 203 851 1258 234 199 112 157 660 1212 56 161 42 126 179 74 111 159 67 634 90 81
internal_count=3121 590 2531 186 422 404 2109 188 293 203 851 1258 234 199 112 157 660 1212 56 161 42 126 179 74 111 159 67 634 90 81
is_linear=0
shrinkage=0.00196078


Tree=7930
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 44 16 156 0 131 3 131 15 124 3 3 47 3 15 475 16 0 2 16 123 4 4 52 12 0
split_gain=0.11204 0.034618 0.0317878 0.0218234 0.0371772 0.0220291 0.0219867 0.0180754 0.0380719 0.0237946 0.0231797 0.0185782 0.0172977 0.0165249 0.0211304 0.0160093 0.0210061 0.0273418 0.0232028 0.0157581 0.0280599 0.0187413 0.0321884 0.0221284 0.0156989 0.0152864 0.0220533 0.0238205 0.0202985 0.0276405
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 0.081805000000000017 -0.0068949999999999992 0.10339000000000002 0.024095000000000002 0.096070000000000016 -0.116045 0.10548500000000001 0.013270000000000002 -0.062639999999999987 0.31370500000000007 0.12178000000000001 0.084635000000000016 0.096675000000000011 -0.43375999999999998 -0.074744999999999992 0.26799500000000004 -0.033209999999999996 0.089885000000000007 0.15273500000000004 0.085215000000000013 0.053180000000000012 0.056795000000000005 -0.080114999999999978 0.096475000000000019 -0.089269999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 12 8 9 10 -2 -11 15 -12 -15 16 17 18 -5 20 -8 22 -21 -23 -20 -3 -27 -28 29 -29
right_child=7 25 -4 4 -6 -7 19 -9 -10 11 13 -13 -14 14 -16 -17 -18 -19 24 21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00049085184000432493 0.004120985817280598 0.0033332964922004552 -0.0010505065205506981 -0.0020687377355484804 0.006343625904992223 0.0051952185275565303 -0.00081405083328718326 0.0034524730022531002 -0.0021737961829381273 0.0054706042039800781 0.0019989765418773585 0.0013609464571345598 0.0045380934274622375 0.00068851626196357596 -0.0020740666775964202 -0.00034495597692990772 0.0040905960182297148 0.0041479038121906347 0.00086824786006574242 0.0079862699648153724 0.0042575905844569207 0.00049590735917820808 0.0033961999136954547 0.0040008115773035088 0.0033724502446602859 -0.0004199587173112061 0.0052381361828052579 0.0025047507389456408 0.0011891170341033399 0.0061038720134932271
leaf_weight=23 20 1912 26 22 26 28 24 30 36 22 57 22 21 110 37 38 36 32 115 22 20 31 50 43 32 23 35 119 83 26
leaf_count=23 20 1912 26 22 26 28 24 30 36 22 57 22 21 110 37 38 36 32 115 22 20 31 50 43 32 23 35 119 83 26
internal_value=0 0.00304886 0.00236803 0.0025259 0.00265439 0.00246778 0.00231064 0.00111069 0.000879589 0.00128975 0.000872133 0.00341578 0.00177176 0.000553618 -6.82774e-06 0.00156051 0.00186603 0.0014676 0.000960087 0.00315016 0.00149124 0.00365011 0.00479872 0.00253254 0.00141338 0.0032313 0.00254944 0.00280912 0.00243624 0.00315011
internal_weight=0 2787 589 563 540 514 486 334 304 268 224 44 296 204 147 275 237 201 169 190 44 146 72 74 147 2198 286 263 228 145
internal_count=3121 2787 589 563 540 514 486 334 304 268 224 44 296 204 147 275 237 201 169 190 44 146 72 74 147 2198 286 263 228 145
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=31
num_cat=0
split_feature=4 2 149 149 15 1 150 150 1 1210 3 484 39 3 160 159 43 1 16 376 16 52 0 51 12 51 484 51 51 49
split_gain=0.0920261 0.0363833 0.0302952 0.0315677 0.0242692 0.0242056 0.0328933 0.0360907 0.0338932 0.0291968 0.025172 0.0234182 0.0302676 0.0228604 0.0224887 0.0221905 0.0321161 0.0284131 0.0211988 0.0221091 0.018007 0.0388149 0.0262851 0.0236392 0.0221986 0.0227763 0.0483091 0.0201106 0.0194563 0.042263
threshold=0.36766000000000004 0.17025000000000004 0.08618000000000002 0.075040000000000009 -0.43375999999999998 0.091195000000000012 1.0000000180025095e-35 -0.094239999999999977 0.091900000000000023 -0.42132499999999995 -0.079864999999999978 0.096415000000000015 0.089535000000000017 0.13524500000000003 0.088405000000000011 0.014475000000000003 -0.078139999999999973 0.093205000000000024 0.0047850000000000011 0.084145000000000011 0.19444000000000003 0.092650000000000024 -0.062294999999999996 -0.22411499999999998 0.13597000000000004 -0.095144999999999993 -1.0000000180025095e-35 -0.26631499999999991 -0.085534999999999986 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 9 7 -7 -9 -1 -8 12 -2 -6 15 17 -17 -10 19 -12 23 22 -22 -11 25 26 -25 -24 29 -27
right_child=4 -3 -4 -5 13 6 10 8 14 20 18 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 27 24 -26 28 -28 -29 -30 -31
leaf_value=0.0066785524954043694 0.0035659631317858363 -0.00050787935101920191 1.6102099265807714e-05 0.0065957772545516494 0.00072753698427555904 -0.00086660024660107282 -0.0023611451860051603 -0.00085431927194197987 0.0057565200571035452 0.0064595909719355402 0.0030350801613268333 -0.00059405686297395741 0.0004181011955855259 -0.0021540715997772557 0.0055156620741454946 -0.0013695910717521249 0.0033366876541925921 0.0028164165434929754 -0.00089428805553450671 -0.00065257796640729631 0.0016430927809603789 -0.0021030780114233492 0.0063475369456379369 0.0033867051595160252 0.00030530889091702804 0.0026349340187939441 -0.002344064008987819 0.00290562404432045 0.0030512532341587261 0.0078383377580731016
leaf_weight=21 84 34 39 22 129 28 20 24 36 20 72 32 48 35 33 29 29 378 29 21 135 20 24 38 30 37 24 58 1565 27
leaf_count=21 84 34 39 22 129 28 20 24 36 20 72 32 48 35 33 29 29 378 29 21 135 20 24 38 30 37 24 58 1565 27
internal_value=0 0.00274338 0.00278345 0.00282313 0.000972743 0.00279236 0.00228584 0.0026322 0.00281739 0.00296948 0.000927214 0.00183293 0.00242129 0.00011256 0.00299189 0.00281544 0.000983548 0.00307208 0.00146629 0.00220238 0.00293011 0.00211233 0.00250085 0.00304143 0.00300171 0.00304954 0.00116834 0.00391301 0.00312114 0.00483012
internal_weight=0 2793 2759 2720 328 2698 699 557 529 1999 142 164 132 164 505 472 58 414 122 93 1978 237 217 1741 1721 1691 62 82 1629 64
internal_count=3121 2793 2759 2720 328 2698 699 557 529 1999 142 164 132 164 505 472 58 414 122 93 1978 237 217 1741 1721 1691 62 82 1629 64
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=31
num_cat=0
split_feature=4 2 123 15 34 4 14 131 2 1348 16 484 1 1 12 0 482 15 11 14 400 2 131 43 42 1209 3 3 132 400
split_gain=0.0746023 0.0349522 0.0251721 0.0244359 0.022521 0.0219609 0.0214028 0.0212171 0.0499533 0.019726 0.0180397 0.027568 0.0169927 0.0202151 0.0154736 0.015276 0.0148309 0.0165928 0.032802 0.0309802 0.0234587 0.0288141 0.0204473 0.0224672 0.0198749 0.0190671 0.0246601 0.0959404 0.0303908 0.0542949
threshold=0.40124500000000002 0.17025000000000004 0.08128500000000001 -0.43375999999999998 -0.038779999999999995 0.51303500000000013 -0.24175999999999997 0.089255000000000015 0.15950500000000004 0.090600000000000014 -0.4714549999999999 0.090535000000000018 0.10439500000000002 0.11230000000000001 0.15120000000000003 -0.14723999999999998 0.11816500000000001 0.024640000000000006 0.075910000000000019 0.078235000000000013 -0.077004999999999976 0.091265000000000013 0.096070000000000016 -0.073959999999999984 -0.14609499999999997 0.083050000000000013 -0.080634999999999984 -0.081054999999999974 -0.083284999999999984 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -6 -1 8 12 14 11 -7 -5 -14 16 -4 17 20 24 -20 21 -8 -22 -24 -19 26 27 28 -26 -30
right_child=3 -3 15 7 5 10 9 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0055528488417621704 -0.00082980384488172572 -0.00063019046372371837 -0.00083579035625526953 -0.0023483950435183943 0.0039298212911211411 0.0052297834085211874 0.0023278191685676577 0.0029740209190640601 -0.0051259765421855265 -0.00049964118017149827 -0.00055700428572229364 0.00053718221606686718 0.0029496519525925961 -0.00017788330836582088 5.0485017709434032e-05 0.0017375008547891868 0.0045890631519157335 0.0049120599492744081 0.0077187538648454046 0.0032144817070582431 0.0023192362926728002 -0.0026110954293038788 0.0026098047615495819 0.0060779109191630154 0.0042733176611363891 0.0036984469347684451 0.0031400304055254065 -0.0041318897895204522 -0.002811300203690983 0.0022820479239572008
leaf_weight=24 29 36 28 20 49 21 27 20 20 21 33 31 31 62 24 131 37 40 26 37 1248 21 47 31 70 146 335 24 22 430
leaf_count=24 29 36 28 20 49 21 27 20 20 21 33 31 31 62 24 131 37 40 26 37 1248 21 47 31 70 146 335 24 22 430
internal_value=0 0.00246567 0.00250592 0.000844928 0.0016969 0.00224372 0.00258033 -6.27227e-05 -0.000519376 0.00255275 0.00127173 0.00243227 0.000295952 0.000864628 0.00257774 0.00128434 0.00260161 0.00257224 0.0028561 0.00507339 0.00233879 0.000167044 0.00241741 0.00398815 0.00272518 0.00264 0.0024646 0.00205018 0.00233441 0.00203414
internal_weight=0 2805 2769 316 163 134 2610 153 133 2586 85 52 113 93 2565 159 2541 2504 1130 63 1374 48 1326 78 1067 1027 881 546 522 452
internal_count=3121 2805 2769 316 163 134 2610 153 133 2586 85 52 113 93 2565 159 2541 2504 1130 63 1374 48 1326 78 1067 1027 881 546 522 452
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=31
num_cat=0
split_feature=1 11 105 4 49 132 52 4 1 484 4 40 13 1 13 49 47 12 15 483 479 2 160 479 480 4 50 15 2 13
split_gain=0.0634303 0.0345824 0.0455156 0.0391776 0.02383 0.0212737 0.0295791 0.0224951 0.0206517 0.0190192 0.0189489 0.0188584 0.0227061 0.0188417 0.0183682 0.0282116 0.0216131 0.0208756 0.0168252 0.0165145 0.0163803 0.0211663 0.046733 0.0221904 0.0200303 0.0292209 0.021856 0.017014 0.0225574 0.0195214
threshold=0.096325000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.008819999999999998 -0.079429999999999987 0.093030000000000015 -0.077024999999999996 0.056795000000000005 0.14089500000000002 -0.020124999999999994 0.010840000000000001 0.0064400000000000004 0.10820000000000002 0.103565 -0.076599999999999988 -0.0072499999999999986 0.11893500000000001 0.092200000000000018 -0.42198999999999992 0.13027000000000002 0.10713500000000002 0.11362000000000001 -1.0000000180025095e-35 0.088785000000000017 -0.080264999999999989 -0.015039999999999998 -0.23848499999999997 -0.077219999999999983 0.11682500000000001 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 3 8 -5 6 -6 10 9 -3 -8 12 13 -9 17 -16 18 -15 -17 20 21 23 -23 24 25 -1 -26 -24 -29 -30
right_child=1 2 -4 4 5 -7 7 11 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 22 27 -25 26 -27 -28 28 29 -31
leaf_value=0.0071203563785688442 -0.0027572075987700377 0.0050580457579344519 0.005939124987079678 -0.0013995375222940413 0.0031628261553123594 -0.0014036464587073116 0.0007690203091312599 -0.00090023551217745994 -0.00090133661869913346 0.0021758728948504864 -0.0029800496632770568 -0.0014716046516550707 -0.0009333140757941717 0.0017433625662856369 0.00020983307840651835 0.0032627584392447835 0.0009478966184162899 -0.0016483522483410882 0.0063383839448917945 0.0052152583887800572 0.0045400967287467656 -0.002100922213867307 0.004110210920653997 -0.00041245061604838285 0.0056619463220704347 0.0021232964713126423 0.0023390991544213263 -0.001395692854103717 0.0037901088941651277 0.00053695263141500106
leaf_weight=22 20 25 22 45 65 34 28 25 20 272 26 25 37 86 32 46 23 23 29 20 33 34 31 28 20 25 1929 22 39 35
leaf_count=22 20 25 22 45 65 34 28 25 20 272 26 25 37 86 32 46 23 23 29 20 33 34 31 28 20 25 1929 22 39 35
internal_value=0 0.0013537 0.00144897 0.00133151 0.000800642 0.00100734 0.00119155 0.000854358 0.00220903 0.00241848 -0.00103609 0.0011675 0.00138669 0.00171185 0.00198508 0.00278782 0.00362961 0.00102768 0.004452 0.00235458 0.00232879 0.00229539 0.00119185 0.00238317 0.00242239 0.00446235 0.0023732 0.00207338 0.00141565 0.00225145
internal_weight=0 883 863 841 524 479 445 380 317 297 54 326 301 264 239 130 98 109 75 2238 2218 2185 161 2024 1996 47 1949 127 96 74
internal_count=3121 883 863 841 524 479 445 380 317 297 54 326 301 264 239 130 98 109 75 2238 2218 2185 161 2024 1996 47 1949 127 96 74
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=31
num_cat=0
split_feature=96 2 447 39 48 0 455 457 147 147 2 152 12 130 0 12 0 15 47 45 1428 472 393 42 128 42 156 1 2 148
split_gain=0.0523979 0.0457361 0.0274464 0.0273273 0.0225688 0.0216314 0.0196996 0.0221666 0.0255092 0.0227251 0.017132 0.0199067 0.0170874 0.0319071 0.0288024 0.0319141 0.0205805 0.0178165 0.0154425 0.0160278 0.0162063 0.0223335 0.0156153 0.0156941 0.0271615 0.0257556 0.0162332 0.0153989 0.0175425 0.0152973
threshold=0.087655000000000025 0.13404500000000005 0.09481500000000001 -1.0000000180025095e-35 -0.22597999999999999 0.051010000000000007 0.092985000000000012 0.29113500000000009 0.097430000000000003 0.090755000000000016 0.12992500000000004 0.087525000000000006 -0.010834999999999999 -0.050984999999999996 0.10455500000000001 -0.054684999999999991 -0.14454499999999995 -0.10469999999999999 0.11114000000000002 0.084355000000000013 0.094820000000000015 -0.078554999999999986 0.11333500000000001 -0.093284999999999993 0.11170500000000001 -0.091964999999999977 0.084715000000000013 0.10937500000000001 0.31765000000000004 -0.084449999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 27 7 8 9 10 11 12 13 -6 15 16 17 -15 19 20 22 -22 23 26 25 -25 -14 -5 -29 -27
right_child=-2 3 -4 5 6 -7 -8 -9 -10 -11 -12 -13 18 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0053131985278534041 -0.0022948259274926386 -0.0029602175322361295 -0.0010992029099725186 0.0032779795008771604 0.0048086013240010847 -0.0020741779336028478 0.0049372353256963526 -0.00096572327846661211 0.0055838177562691277 -0.0012015915159612302 0.0048046115785837177 -0.00099308549489995294 0.0025869995622589178 -0.0017019329763050856 -0.0023766004300341593 -0.0022367732174208631 0.0023393107811832611 0.0021008907647972756 0.00088714829871238158 0.0049811592907644808 0.0018305556501304852 0.0064997941875481052 0.004295304972038139 -0.0012302165579361221 -0.001167658819920487 0.004523511549457908 0.0054517804158174185 0.00046245098412626951 0.0035535882637348208 0.0020338513743916645
leaf_weight=21 30 20 28 31 23 22 23 25 20 22 22 22 196 28 24 23 138 22 99 20 21 20 32 24 27 25 22 146 21 1924
leaf_count=21 30 20 28 31 23 22 23 25 20 22 22 22 196 28 24 23 138 22 99 20 21 20 32 24 27 25 22 146 21 1924
internal_value=0 0.00190464 0.00201624 0.000578851 0.00204714 0.000900585 0.00202267 0.00199854 0.00202545 0.00199942 0.00202539 0.00200266 0.00202736 0.00125389 0.000905984 0.00127936 0.00170952 -2.86905e-05 0.00211016 0.00216256 0.00213795 0.00410823 0.00210205 0.0020704 0.00198258 0.00202569 0.00287611 0.00123111 0.000851157 0.00206579
internal_weight=0 3091 2851 240 2823 220 2802 2779 2754 2734 2712 2690 2668 258 235 211 188 50 2410 2311 2291 41 2250 2218 2000 1973 218 198 167 1949
internal_count=3121 3091 2851 240 2823 220 2802 2779 2754 2734 2712 2690 2668 258 235 211 188 50 2410 2311 2291 41 2250 2218 2000 1973 218 198 167 1949
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=31
num_cat=0
split_feature=4 3 149 149 149 2 455 457 48 49 3 151 48 15 52 1373 1373 0 1427 3 16 16 13 403 3 16 393 13 43 52
split_gain=0.0453889 0.0228576 0.0243756 0.0216249 0.0272594 0.0236148 0.0196849 0.0290834 0.0195452 0.0163235 0.0480278 0.0235867 0.0232966 0.0215816 0.027383 0.0209012 0.0413374 0.0186062 0.0194197 0.0297685 0.0172011 0.0162587 0.0261895 0.0169657 0.0639269 0.0285514 0.0191779 0.0201374 0.0230332 0.0222638
threshold=0.36766000000000004 0.63141500000000017 0.07770500000000001 0.08618000000000002 0.07770500000000001 0.17025000000000004 0.093105000000000007 0.29113500000000009 -0.074214999999999989 -0.063424999999999981 -0.094874999999999987 0.26900000000000007 -1.0000000180025095e-35 0.040760000000000005 -0.091869999999999993 0.086880000000000013 0.078175000000000008 -0.14920999999999998 0.083935000000000023 -0.081234999999999988 -0.090344999999999995 -0.073404999999999984 -0.15078499999999997 -0.53255499999999989 -0.081164999999999987 -0.079504999999999978 0.12679500000000002 0.061215000000000012 -0.14035499999999998 -0.0055649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 6 7 9 -2 10 -1 15 -12 14 -14 16 17 -11 21 -20 -16 22 -19 24 25 -24 27 28 -25 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 11 12 -13 13 -15 20 -17 -18 18 19 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0025351526778649713 -0.0016346662597906951 -0.0027109455876052381 0.0037075578691796044 -0.00052972111122634934 0.0055200518574565656 -0.00088586762358318089 0.0048964563845878559 -0.0015054496403676101 0.00083114743085685883 0.0031684916117653002 0.0047825084988116513 -0.0014855715597514065 0.0048699714175503084 -0.0010524553969982222 0.0034575915265897361 -0.0006599980860482902 0.0063107035376808859 -0.0009787969595681015 0.0062862889487296349 0.0014974751837413623 0.00063299330122220526 0.0016001852730947359 0.0053442577196454464 0.0053792165144561574 -0.0040165436710231008 0.00018928216803552851 0.005338932343875058 0.00092377567000101457 0.0049288989706838043 0.0022310793929157676
leaf_weight=32 37 20 26 39 20 32 21 26 245 120 21 20 24 33 27 30 22 26 25 27 107 1208 22 26 20 21 21 97 32 694
leaf_count=32 37 20 26 39 20 32 21 26 245 120 21 20 24 33 27 30 22 26 25 27 107 1208 22 26 20 21 21 97 32 694
internal_value=0 0.000565018 0.000777743 0.00180853 0.00184164 0.00181473 0.00184672 0.00182283 0.000507619 0.00185542 0.00107599 0.0019343 0.00162107 0.00127347 0.00175927 0.00196291 0.00199624 0.00195566 0.00189007 0.00379979 0.00120213 0.00184424 0.00215166 0.0022389 0.00065425 0.00282671 0.00235365 0.00227981 0.00245473 0.00234999
internal_weight=0 328 308 2793 2754 2734 2702 2681 282 2655 244 2411 212 191 158 2391 2361 2339 2219 52 134 2167 959 933 63 43 870 849 752 726
internal_count=3121 328 308 2793 2754 2734 2702 2681 282 2655 244 2411 212 191 158 2391 2361 2339 2219 52 134 2167 959 933 63 43 870 849 752 726
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=31
num_cat=0
split_feature=96 2 0 39 1 484 160 12 455 39 11 1424 129 394 393 394 149 49 16 0 15 133 3 16 3 1374 1456 0 159 1212
split_gain=0.0410974 0.0333642 0.0493608 0.0314291 0.0226521 0.0278848 0.0310081 0.0299923 0.0184053 0.018671 0.0205952 0.0259876 0.0209187 0.0215065 0.0228512 0.0255014 0.020734 0.0234664 0.0282204 0.0271604 0.0445962 0.022929 0.0353948 0.0217832 0.0213972 0.0208021 0.0207819 0.0211171 0.0202079 0.0217933
threshold=0.087655000000000025 0.10803500000000001 0.14486500000000005 -0.020804999999999994 0.10612500000000001 -0.070054999999999992 0.022560000000000004 -0.26532499999999998 0.093105000000000007 -0.0091949999999999983 0.097680000000000017 1.0000000180025095e-35 0.11234000000000001 -0.15150999999999998 0.088965000000000002 -0.0038099999999999996 0.079000000000000015 -0.008964999999999999 -0.018494999999999998 -0.086074999999999985 -0.018314999999999994 -0.088234999999999994 -0.091869999999999993 -0.08595499999999999 -0.083654999999999993 0.085820000000000021 -0.083354999999999999 -0.084509999999999988 0.078675000000000009 0.094820000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 -6 7 -7 9 -1 11 12 13 -11 16 -16 17 18 23 20 -20 22 -19 -15 -18 26 27 -23 29 -24
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 24 21 19 -21 -22 25 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042125225279897715 -0.0021733436807213971 -0.0021469101915938846 -0.0038601167677413855 0.0019360241490687714 -0.0026697978096426995 0.0042346998517002379 0.00379023962202208 0.00030919435066744316 0.0047364818770438437 -0.0011799120007910662 -0.0011393237684387714 0.0048976247310638429 0.0045934563951353395 0.00039130365372275802 0.0056937712790637186 0.0019379280049179215 0.0061648430553032088 0.0050029601824985066 0.0016227916770507223 0.00053600685903802518 0.0070227009628433734 0.0015337934735917338 0.001422866915220207 -0.0025680442121952321 0.0017360622684160871 0.0046607457489396134 0.0013722039811312381 0.004009776393557706 0.0048645225338354381 0.0043408502712203511
leaf_weight=29 30 29 21 256 23 21 34 266 20 27 26 25 24 101 29 48 20 47 65 115 20 76 218 33 24 21 1358 63 23 29
leaf_count=29 30 29 21 256 23 21 34 266 20 27 26 25 24 101 29 48 20 47 65 115 20 76 218 33 24 21 1358 63 23 29
internal_value=0 0.00154581 0.000909133 0.00106836 0.00122377 0.000693713 0.000934712 0.000596426 0.00171534 0.00169039 0.00165981 0.00169057 0.00165632 0.0016259 0.00165898 0.00335247 0.00160005 0.00155646 0.000785486 0.00153788 0.00289336 0.00169679 0.00247032 -0.000337491 0.00374914 0.00153525 0.00149141 0.002656 0.00202946 0.00176546
internal_weight=0 3091 650 629 600 344 321 287 2441 2421 2392 2366 2341 2317 2290 77 2213 2169 334 200 85 1835 317 134 44 1518 1497 139 270 247
internal_count=3121 3091 650 629 600 344 321 287 2441 2421 2392 2366 2341 2317 2290 77 2213 2169 334 200 85 1835 317 134 44 1518 1497 139 270 247
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=31
num_cat=0
split_feature=96 11 105 4 0 13 52 10 14 14 2 0 157 52 4 4 3 40 151 12 16 49 15 13 3 124 473 156 150 51
split_gain=0.0338731 0.0320881 0.0316426 0.0289575 0.0296084 0.0290027 0.0275322 0.0188568 0.0167745 0.0215759 0.0288331 0.0187739 0.0548234 0.0320526 0.0451323 0.0496641 0.0370624 0.0193832 0.0161304 0.0159735 0.0158827 0.0200014 0.0151553 0.0150864 0.0157957 0.0134462 0.0133988 0.0140194 0.0200454 0.0186977
threshold=0.090365000000000015 -0.072629999999999986 0.080965000000000023 0.26790000000000008 1.0000000180025095e-35 0.061215000000000012 0.039215000000000007 -1.0000000180025095e-35 0.10189000000000002 0.062655000000000016 0.089320000000000024 -0.11013499999999998 -0.07797999999999998 0.26746000000000009 0.022185000000000003 0.08184000000000001 -0.022174999999999997 0.051255000000000002 0.050660000000000004 0.080890000000000017 -0.54928499999999991 -0.0072499999999999986 -0.21699999999999997 -0.23438999999999996 0.083060000000000009 -0.079269999999999993 -1.0000000180025095e-35 0.088305000000000008 0.10874500000000002 -0.16666999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 -6 7 -5 9 11 19 12 -3 14 16 -16 -14 23 -18 -11 -9 -22 25 -13 26 -23 -25 28 -28 -29
right_child=-2 2 -4 4 5 -7 -8 20 -10 10 -12 17 13 -15 15 -17 18 -19 -20 -21 21 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.00260638993117027 -0.002643636481038162 -0.0032031583854404745 0.0051910182397643277 -0.0034345012975973074 0.0045719504283624705 -0.00028240023413673044 0.0016434535311243262 0.0021972787572546323 -0.0011388571894106767 0.0040523169795051222 0.0064476306154392666 -0.00020220818386524513 -0.0034671130285243547 -0.002351956765936769 0.0073021686048773326 0.0019164787157987758 0.0017499085944765224 -0.001208644712343812 -0.0012315126497845126 0.00052905303065574935 -0.0028877600107322602 -0.0029739931318908935 0.0017902605694389959 0.0039783616286908716 0.0030254510999209467 -5.1641885963633561e-05 0.0015850503247632184 0.0024816050564616244 0.0039994258114269803 0.00010127463993381807
leaf_weight=20 21 32 22 20 32 20 83 24 24 22 20 46 21 23 23 67 86 25 23 31 30 20 34 23 78 74 1966 44 35 132
leaf_count=20 21 32 22 20 32 20 83 24 24 22 20 46 21 23 23 67 86 25 23 31 30 20 34 23 78 74 1966 44 35 132
internal_value=0 0.00138617 0.00141209 0.00138491 0.000510506 0.00270489 0.000110126 -0.000519904 0.0014932 0.00151662 0.00321239 0.00146945 0.000687694 0.00120007 0.00157142 0.00329282 0.000379677 0.00156097 0.0011208 0.00199154 -0.000199619 -0.000563704 -1.90039e-05 0.00159076 0.00162697 -0.000673419 0.00157739 0.00155202 0.00162728 0.000696357
internal_weight=0 3100 3080 3058 337 52 285 202 2721 2697 73 2624 275 243 220 90 130 2349 109 53 182 158 128 2324 2278 94 2200 2177 2001 176
internal_count=3121 3100 3080 3058 337 52 285 202 2721 2697 73 2624 275 243 220 90 130 2349 109 53 182 158 128 2324 2278 94 2200 2177 2001 176
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 2 1 14 4 2 52 49 1 4 1 48 13 0 43 1 43 39 12 49 3 1420 51
split_gain=15.4025 1.8084 1.57162 0.978811 0.956336 0.775186 0.724972 0.481657 0.473044 0.386094 0.367926 0.290279 0.268569 0.237372 0.211867 0.200778 0.190794 0.316678 0.324569 0.20676 0.152593 0.147986 0.146786 0.138107 0.129469 0.118709 0.100773 0.0977488 0.0929417 0.155866
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.31534000000000006 0.089885000000000007 -0.025214999999999998 0.14285500000000004 0.077845000000000011 0.076175000000000007 -0.029144999999999997 0.11177500000000001 0.048770000000000008 -0.012034999999999999 0.086920000000000011 -0.013514999999999998 0.086920000000000011 0.092150000000000024 -0.16152999999999998 -0.067624999999999977 0.064745000000000011 0.13075500000000004 -0.080324999999999994 0.096625000000000016 0.090285000000000018 -0.043469999999999995 1.0000000180025095e-35 -0.080064999999999983 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 7 10 24 16 -4 15 -9 -13 -7 -2 28 19 25 -19 -8 27 -21 -5 -11 -3 -18 -6 -17 -1 -30
right_child=1 5 9 22 26 13 8 11 -10 23 -12 12 -14 -15 -16 20 17 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00089748447237451086 0.00047136155377123872 0.0003212748901746248 0.00070142678144265288 0.00042416159377670754 0.00037096069389162887 6.8369064009759606e-05 0.0005484443724878918 0.00063379696059816422 0.00049325213924447393 0.00048617109354249897 0.00092749318827077131 0.00054388452931430789 0.00034052743189872981 0.00027537758949813199 0.00069403131821931983 0.00075045561921790061 0.00074193619347161547 0.00035657592602538981 0.00070170530647623768 0.00076041852820962655 0.00060245700445318341 0.0006599756699971304 0.00023761082416266397 0.00030975208733401269 0.00020756919490312012 0.00067068169815733751 0.00055695208229548899 0.00060974008896771601 0.00078516854836414016 0.00063112039866310805
leaf_weight=27 20 99 28 50 24 57 21 23 39 59 58 34 94 34 92 372 155 22 20 426 32 65 24 24 63 214 21 20 878 26
leaf_count=27 20 99 28 50 24 57 21 23 39 59 58 34 94 34 92 372 155 22 20 426 32 65 24 24 63 214 21 20 878 26
internal_value=0 0.000378662 0.000730466 0.00053865 0.00074093 0.000305005 0.000746296 0.000351316 0.000704777 0.000502325 0.000774562 0.000430987 0.000394544 0.000145713 0.000654269 0.000768016 0.000713715 0.00068225 0.000520923 0.000738973 0.000732648 0.000747122 0.000363659 0.000435158 0.000277056 0.000700612 0.000457757 0.000743276 0.000784124 0.000780738
internal_weight=0 590 2531 186 2420 404 2375 313 962 111 1413 151 128 91 112 1355 923 411 42 512 424 491 74 83 162 369 45 392 931 904
internal_count=3121 590 2531 186 2420 404 2375 313 962 111 1413 151 128 91 112 1355 923 411 42 512 424 491 74 83 162 369 45 392 931 904
is_linear=0
shrinkage=0.00196078


Tree=7939
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 4 2 14 1 48 0 15 0 1 131 160 1 47 4 0 11 1 3 3 2 159 3
split_gain=8.43596 1.41276 0.9093 0.810564 0.516432 0.482969 0.238592 0.23746 0.221616 0.217089 0.195219 0.192488 0.141434 0.137802 0.212816 0.120338 0.091205 0.0872872 0.08232 0.0774156 0.0740477 0.0737093 0.0687043 0.105733 0.072937 0.0721981 0.0650482 0.0645912 0.0597848 0.0597844
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.14285500000000004 0.11474000000000002 0.42051500000000003 0.13501500000000002 0.076175000000000007 0.077845000000000011 -0.015314999999999997 -0.10607499999999999 -0.10653 -0.14226499999999997 0.091195000000000012 0.09031500000000002 -0.067824999999999983 0.15618500000000002 0.090100000000000013 -0.0070899999999999991 0.18019500000000002 1.0000000180025095e-35 0.090840000000000018 -0.11171999999999999 -0.010424999999999999 -0.0091949999999999983 0.0089800000000000019 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 20 10 8 21 -4 12 13 -5 -7 14 -1 -16 -15 -2 -10 -8 29 -6 23 25 -25 -14 -20 -18 -27 -3
right_child=1 2 6 11 7 9 19 -9 18 -11 -12 -13 22 16 15 -17 27 -19 26 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0006473313172982929 0.00062831434598802582 0.00025936231388603594 0.00033293738834892116 0.00053166219604616402 0.00063131534001406499 0.00041614313810771586 0.00017064293344063976 0.00030174552949696452 0.00029124673522358063 0.0004075178553143309 0.00070364712706067411 0.0003396887183539185 0.00043871988956299088 0.00060238876509141799 0.00052171891594756086 0.00035608856856955007 0.00045208132825791836 0.00048491325916028488 0.00022511296155236412 6.0261778451283189e-05 0.0003902228054995493 0.00049264337919673333 0.00043616304941037119 0.00072000243402774037 0.00058416497672836624 0.00054007143630508141 0.0001012408047916378 0.00056922921416867756 0.00059554447932915898 0.00032969326180115475
leaf_weight=36 47 104 73 28 20 32 76 23 22 48 61 71 24 1192 48 26 20 25 28 36 34 56 20 21 55 494 39 190 88 84
leaf_count=36 47 104 73 28 20 32 76 23 22 48 61 71 24 1192 48 26 20 25 28 36 34 56 20 21 55 494 39 190 88 84
internal_value=0 0.000319108 0.000287717 0.00056779 0.000358536 0.000575096 0.000204751 0.000476308 0.000252861 0.000535271 0.000594895 0.000393984 0.000543626 0.000590507 0.000523679 0.000463524 0.000595751 0.000578522 0.00018718 0.000135163 0.000306016 0.000529136 0.000549437 0.000552759 0.000621699 0.000544113 0.000153008 0.000558072 0.000548459 0.000290787
internal_weight=0 667 595 2454 321 2355 274 99 162 782 1573 99 734 1512 110 74 1402 72 89 112 222 76 702 682 76 606 67 210 582 188
internal_count=3121 667 595 2454 321 2355 274 99 162 782 1573 99 734 1512 110 74 1402 72 89 112 222 76 702 682 76 606 67 210 582 188
is_linear=0
shrinkage=0.00196078


Tree=7940
num_leaves=31
num_cat=0
split_feature=1 2 11 149 2 133 16 16 3 3 16 457 159 157 0 133 3 15 3 160 3 13 0 11 132 0 159 12 12 2
split_gain=0.0704567 0.0250976 0.0237509 0.0234072 0.0221899 0.020693 0.0208968 0.028854 0.0299295 0.0617551 0.0268443 0.0216947 0.0208256 0.0267789 0.0199265 0.0198707 0.0262732 0.0246766 0.020173 0.0241548 0.0189435 0.017794 0.0267164 0.01743 0.0173319 0.0191944 0.0209328 0.0294703 0.0402993 0.0341612
threshold=0.12000500000000001 0.092120000000000021 0.080455000000000013 0.08618000000000002 -0.0091949999999999983 0.017095000000000003 0.38525000000000004 -0.06421499999999998 -0.10217499999999997 -0.14477499999999996 -0.071854999999999988 -0.068264999999999978 0.10519500000000001 -0.07797999999999998 -0.07384499999999998 0.089595000000000022 -0.070649999999999977 -0.040804999999999994 -0.055119999999999995 0.010565000000000001 -0.014944999999999998 -0.036034999999999991 -0.075684999999999988 0.085155000000000022 0.12249 -0.04917499999999999 -0.094469999999999985 0.097575000000000009 0.10227500000000002 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 14 6 7 10 9 -9 11 -3 13 -10 -1 16 17 -7 19 24 -16 22 -15 -4 25 26 -17 29 -29 -28
right_child=-2 3 23 -5 -6 15 -8 8 12 -11 -12 -13 -14 21 20 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.003113795687837912 0.00085218613552526321 -0.001273271894647873 0.0069662107437449914 -0.0013822439615614713 0.0026444717475482323 0.0036028987255342531 0.0028097866618294835 0.0017480333568528296 -0.0020890750055169239 -0.0056774964666969725 0.0053037164907436818 0.0020791176386562586 0.0033170747960361447 0.0018135680970902156 0.0014197998616675084 0.0042913165516342581 0.0021651122936746105 0.0079266044448807159 0.0041564645974237159 -0.0003938846386154183 -0.0023187510967862027 0.0023194790094359114 -0.0029718054423574359 0.003183312412423628 -0.00049278835416771466 0.0055308572389185431 0.0027127569337608293 0.0065365190850570805 0.00084028036478600739 -0.0016957215323017386
leaf_weight=29 334 21 21 20 1591 33 140 24 29 21 24 239 36 28 33 38 50 22 45 40 23 70 20 29 20 20 32 23 27 39
leaf_count=29 334 21 21 20 1591 33 140 24 29 21 24 239 36 28 33 38 50 22 45 40 23 70 20 29 20 20 32 23 27 39
internal_value=0 0.00238916 0.00262444 0.00200641 0.00256037 0.00207152 0.00172714 0.0014311 0.000593264 -0.00171721 0.00210373 0.00180835 0.00116141 0.000633498 0.000986143 0.00264873 0.00382416 0.00533238 0.00221415 0.00184845 -0.000115676 0.0013026 -0.000180338 0.00477213 0.00229917 0.00261112 0.00224385 0.00160085 0.00346055 0.000291198
internal_weight=0 2787 1726 1061 1676 1041 652 512 228 45 284 260 183 147 85 389 105 55 284 239 56 118 48 50 199 179 159 121 50 71
internal_count=3121 2787 1726 1061 1676 1041 652 512 228 45 284 260 183 147 85 389 105 55 284 239 56 118 48 50 199 179 159 121 50 71
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 2 1 2 4 52 1 1 49 50 1 1 4 1 43 52 4 12 2 2 2 151
split_gain=17.8007 2.68955 1.43541 1.37596 1.00684 0.895801 0.646988 0.638508 0.523191 0.471932 0.464156 0.380992 0.25692 0.223836 0.222724 0.179913 0.171228 0.149329 0.14789 0.132833 0.119918 0.161874 0.116655 0.106031 0.102237 0.0974415 0.0884458 0.0789818 0.0740133 0.0715236
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.089885000000000007 -0.15289999999999995 -0.52606999999999993 0.090540000000000023 0.13075500000000004 -0.054984999999999992 0.041865000000000006 0.13265500000000002 0.12000500000000001 -0.013514999999999998 0.083345000000000016 0.064745000000000011 -0.16675999999999999 0.061775000000000004 0.092355000000000007 0.09580000000000001 0.31765000000000004 -1.0000000180025095e-35 -0.0060399999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 19 11 24 -4 14 -11 -2 -1 -5 -15 27 -14 -3 22 26 -13 -10 -9 -24 -22 -6 -16 -28
right_child=1 4 10 15 17 -7 -8 9 23 12 -12 20 18 16 28 -17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0031201615865388273 0.0031192067609633238 0.0026532708663566437 0.0030259809967005816 0.0027461589278738483 0.0024579005831147391 0.0027974520500398375 0.0027761209525314031 0.0029947474078042629 0.0031193735202153521 0.0028970332589803955 0.0027417065642386849 0.0030900580074261011 0.002685417535158809 0.0027952654243739937 0.002943440155933996 0.0025452867247699909 0.0029947354370712213 0.0025945575079047659 0.0025158482032866937 0.0024959142089102568 0.003082518224983617 0.0029085457678672821 0.0028882789144328994 0.0032826349314521337 0.0028222085704236446 0.0030484948975501407 0.0031308703445920754 0.0023169940213362376 0.0030651803871914116 0.0030079453344646879
leaf_weight=1092 45 30 34 60 65 41 25 23 20 20 63 393 141 21 21 24 78 26 23 66 136 38 20 65 31 54 20 20 224 202
leaf_count=1092 45 30 34 60 65 41 25 23 20 20 63 393 141 21 21 24 78 26 23 66 136 38 20 65 31 54 20 20 224 202
internal_value=0 0.00271503 0.0030751 0.0028882 0.00262631 0.00308474 0.00308984 0.00268008 0.00309328 0.00273452 0.00284135 0.00308744 0.00268722 0.00300454 0.00310817 0.00268877 0.00295242 0.00246452 0.00266164 0.00254509 0.00305533 0.00303023 0.00307661 0.00324422 0.0028957 0.00300519 0.00304314 0.00242475 0.00305475 0.00301902
internal_weight=0 673 2448 228 445 2351 2310 334 2285 238 97 2200 184 144 1337 84 99 111 164 96 863 396 467 85 54 74 358 85 245 222
internal_count=3121 673 2448 228 445 2351 2310 334 2285 238 97 2200 184 144 1337 84 99 111 164 96 863 396 467 85 54 74 358 85 245 222
is_linear=0
shrinkage=0.00196078


Tree=7942
num_leaves=31
num_cat=0
split_feature=1 4 2 2 41 1 13 133 3 13 123 16 49 12 160 4 15 48 47 11 4 3 3 0 4 52 0 43 133 1212
split_gain=0.0924167 0.0382608 0.0348878 0.0410549 0.0380753 0.0260705 0.0374253 0.0266827 0.0255548 0.0315514 0.0305741 0.0191364 0.0332843 0.0313782 0.023414 0.0204314 0.0177904 0.0267617 0.033447 0.0304426 0.0348679 0.0329957 0.0316528 0.036702 0.039439 0.043501 0.0380252 0.0221347 0.0388519 0.0261341
threshold=0.095950000000000021 -0.17966999999999997 0.088125000000000023 -1.0000000180025095e-35 0.091290000000000024 0.13869000000000004 -0.39067499999999994 -1.0000000180025095e-35 -0.13309499999999996 -0.0075049999999999987 0.085215000000000013 -0.010264999999999998 -0.052259999999999994 -0.064509999999999984 0.090195000000000011 0.42642000000000008 -0.11033999999999998 0.092680000000000026 0.078345000000000012 0.086080000000000018 -0.46376499999999993 -0.10519499999999998 0.086245000000000016 -0.14832499999999996 -0.111605 -0.037344999999999996 -0.11437499999999999 0.062770000000000006 -0.42671999999999993 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 8 5 7 -7 -4 -3 10 -10 14 -13 -14 15 -9 -1 19 -19 20 21 -18 23 -22 25 -25 -26 -28 29 -29
right_child=1 2 4 -5 -6 6 -8 11 9 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0059517957932138281 0.0054301382242701954 0.0055167808323242371 0.00052484379395739071 0.005163539832615696 0.0071875584841473023 0.0035422766983174373 -0.0010459423158317804 0.0030259856346365388 0.001684207691869233 -0.0010297822523052278 0.0054857915192020731 0.0054712851853331648 0.0040053968096617617 -0.00091086856932756871 0.0071550189674599099 0.005515968498851484 0.010634778481908143 0.0042537962620950893 -0.0001878204799833752 0.0011275048239622267 0.0076064082786346 0.0059029786444235862 0.0027225871219253932 -0.001283311045595578 0.0013849534160856689 0.0048359983385755471 0.0052290221322683454 0.004570275181040008 0.0025719008844962547 0.0086132222564802279
leaf_weight=183 125 31 36 211 20 32 40 153 56 23 34 21 20 37 20 42 20 88 21 20 54 56 61 21 28 26 1465 67 89 21
leaf_count=183 125 31 36 211 20 32 40 153 56 23 34 21 20 37 20 42 20 88 21 20 54 56 61 21 28 26 1465 67 89 21
internal_value=0 0.0038065 0.00354495 0.00427514 0.00292924 0.00271686 0.000993266 0.00309405 0.00297339 0.00227564 0.00312036 0.00340973 0.00206798 0.000814137 0.0038965 0.00356229 0.00500733 0.00492248 0.00339807 0.00500866 0.00504935 0.00714819 0.00496228 0.00503942 0.00495869 0.00210184 0.00503909 0.0051014 0.00404511 0.00553507
internal_weight=0 901 776 355 421 401 72 329 144 113 90 293 78 57 215 195 2220 2037 109 1928 1908 76 1832 1771 1717 47 1670 1642 177 88
internal_count=3121 901 776 355 421 401 72 329 144 113 90 293 78 57 215 195 2220 2037 109 1928 1908 76 1832 1771 1717 47 1670 1642 177 88
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=31
num_cat=0
split_feature=1 0 133 148 454 454 31 2 484 147 1 8 49 157 12 49 151 1451 151 151 15 48 1446 0 51 2 3 16 4 0
split_gain=0.0760488 0.0326204 0.0385439 0.0265608 0.0226141 0.0351763 0.0221532 0.0268904 0.021598 0.0197124 0.0251528 0.0191507 0.018938 0.0229984 0.0532786 0.0412652 0.0293518 0.0207307 0.0222732 0.0422092 0.0238184 0.0285933 0.0303651 0.0269326 0.0242398 0.0326255 0.0233876 0.0199723 0.0280163 0.0249642
threshold=0.11146500000000002 0.10455500000000001 -0.24227499999999996 -0.10665499999999999 -0.082299999999999984 -1.0000000180025095e-35 -0.051829999999999994 0.11144000000000001 -0.070054999999999992 0.087210000000000024 0.085760000000000017 0.091215000000000004 0.11560500000000001 -0.087084999999999982 0.085325000000000012 0.082865000000000008 -0.15340499999999999 0.089825000000000002 -0.091874999999999984 -0.087374999999999994 -0.13578499999999996 0.093015000000000014 0.11018500000000002 -0.066089999999999996 -0.22411499999999998 0.121465 0.11296500000000002 0.0057500000000000008 -0.49405499999999997 0.12445000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 -4 11 -9 12 -11 -8 13 14 15 -7 -15 18 -18 -20 -21 22 24 -23 -22 26 27 -26 29 -29
right_child=1 -3 6 4 5 9 7 8 -10 10 -12 -13 -14 16 -16 -17 17 -19 19 20 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00804324989207089 0.0074471597349093782 -0.00052009659581623668 0.00075354683764376935 0.007263921163286325 0.0006951286533596711 0.0061708026599684145 0.0049447472387343719 -0.00023414057922428071 0.0029634109963574927 0.0054162731282068072 0.0017213376838079624 0.0020741183503434576 0.003301645011511924 0.0007077141110563563 0.0041678097477085762 0.011711315672146158 0.006766071052115877 0.0071677354546929046 0.0009894038599062092 0.0057984513632827212 0.0063820890622544972 0.003715830186421288 0.0073224497664745695 5.2563673644154163e-06 0.0045966365798803402 0.0012987922331584353 0.0015680679886858782 0.0040335259027591336 0.0030686222934671707 0.0075880783754561478
leaf_weight=20 21 24 38 27 26 41 117 23 259 27 58 29 137 21 91 20 40 28 36 122 59 71 36 27 1356 35 29 62 212 29
leaf_count=20 21 24 38 27 26 41 117 23 259 27 58 29 137 21 91 20 40 28 36 122 59 71 36 27 1356 35 29 62 212 29
internal_value=0 0.00307899 0.00325636 0.00441301 0.00438498 0.00435465 0.00306751 0.00327295 0.00270262 0.00439216 0.00289502 0.00437455 0.00444406 0.00451166 0.00570066 0.00798736 0.00442811 0.00446458 0.00442878 0.0043837 0.00444366 0.0043574 0.00444709 0.00269353 0.004389 0.00432075 0.00438341 0.00443262 0.00369862 0.0051663
internal_weight=0 511 487 2610 2590 2563 466 428 282 2537 85 146 2452 2315 152 61 2163 2142 2114 2074 2038 1916 1818 98 1782 1723 1688 1659 303 91
internal_count=3121 511 487 2610 2590 2563 466 428 282 2537 85 146 2452 2315 152 61 2163 2142 2114 2074 2038 1916 1818 98 1782 1723 1688 1659 303 91
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=31
num_cat=0
split_feature=1 124 33 3 482 16 12 48 15 44 157 1 1186 393 456 151 1456 401 1213 11 0 51 13 1185 1208 403 403 3 3 2
split_gain=0.0637306 0.0221658 0.022994 0.0170495 0.0214069 0.0206686 0.0231211 0.0161133 0.0157717 0.0157392 0.015663 0.016377 0.0375812 0.0292942 0.0265288 0.0380003 0.0261862 0.0277862 0.0407654 0.0230056 0.0225075 0.0264454 0.0417014 0.0218964 0.0196697 0.0307161 0.0218419 0.0294273 0.0206195 0.0192332
threshold=0.12000500000000001 -0.077709999999999987 0.082285000000000011 0.63141500000000017 0.090355000000000005 -0.39185999999999993 0.10124000000000001 0.13765500000000006 -0.24436499999999997 0.081805000000000017 -0.50331999999999988 0.086920000000000011 0.060550000000000007 0.088965000000000002 -1.0000000180025095e-35 0.086470000000000005 -0.077349999999999988 0.113945 0.0036000000000000003 0.082485000000000017 -0.14920999999999998 0.11144500000000002 -0.0021749999999999994 0.085905000000000009 0.10233500000000001 -0.44023999999999991 -0.059794999999999994 -0.082284999999999983 -0.24210499999999999 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 5 6 -2 9 -1 10 -3 19 13 14 -13 16 -16 18 24 20 29 23 -23 -22 25 -18 27 -27 -28 -12
right_child=3 2 -4 -5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00032683049159293824 0.0021145224562557846 0.0062082570883625699 0.0072227607269517401 -0.00015743655638526317 0.0055331087574207538 0.0031180836376734078 -0.001374688363769868 0.0012173669362839845 0.0031964338465784109 0.0064955654926598079 0.0079407348630151572 0.0069959322218148216 -0.00042038899643913558 0.0073657009817127668 0.0060778222978115082 -0.0008269396936520934 -0.00037581476804223802 0.0070175800139882748 -0.00063679254613816742 0.0007429652020800859 0.0041014532352923365 0.0039753669714717365 -0.00048198391195910519 0.0060189723724409219 0.0065682552801445129 0.0032635592518310097 0.0064593486627563847 0.0079452559128403676 0.0031819874411111526 0.004557197384530723
leaf_weight=22 91 31 22 23 24 172 24 21 148 25 28 22 23 21 40 20 21 21 25 20 1508 61 32 62 20 29 20 25 478 42
leaf_count=22 91 31 22 23 24 172 24 21 148 25 28 22 23 21 40 20 21 21 25 20 1508 61 32 62 20 29 20 25 478 42
internal_value=0 0.00393157 0.00400345 0.0024698 0.0026641 0.00242418 0.00138634 0.00397616 0.00282507 0.00399866 0.00397417 0.00394667 0.00356061 0.00368401 0.00357678 0.00346917 0.00359571 0.00344033 0.00331878 0.00411514 0.00415406 0.00408012 0.00244165 0.00417718 0.00348554 0.00337794 0.00352075 0.00543101 0.00331361 0.00591061
internal_weight=0 2787 2617 334 311 287 115 2595 170 2574 2549 2518 765 742 721 699 679 639 618 1753 1733 1663 93 1570 593 573 552 54 498 70
internal_count=3121 2787 2617 334 311 287 115 2595 170 2574 2549 2518 765 742 721 699 679 639 618 1753 1733 1663 93 1570 593 573 552 54 498 70
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 47 4 47 14 2 2 4 2 47 1 1 43 0 0 51 49 1 16 4 481 151 47
split_gain=9.05766 1.05382 0.960679 0.776664 0.579377 0.403348 0.342868 0.289828 0.227941 0.227001 0.170207 0.169599 0.151696 0.133521 0.126314 0.118912 0.117833 0.115448 0.109676 0.107959 0.106556 0.0974622 0.090676 0.0788194 0.0836898 0.077188 0.0743485 0.0670548 0.0643509 0.0576085
threshold=0.10752500000000002 0.13604000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.092550000000000007 0.40124500000000002 -0.16363499999999997 0.13827000000000003 0.053180000000000012 0.077555000000000013 0.076175000000000007 0.12358500000000001 0.11389000000000002 -0.033174999999999989 0.089005000000000015 0.091680000000000011 0.12337000000000002 0.15964000000000003 -0.070064999999999975 -0.13027499999999997 -0.10011499999999998 -0.10056999999999998 -0.063424999999999981 0.10089500000000001 -0.066924999999999985 -0.036839999999999991 -1.0000000180025095e-35 -0.082829999999999973 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 10 11 26 -6 18 12 13 15 21 22 19 -4 23 29 -3 -2 -17 -7 -1 24 -9 -23 -5 -22 -25 -16
right_child=1 8 5 6 7 9 -8 16 -10 -11 -12 -13 -14 -15 17 20 -18 -19 -20 -21 27 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00067964556245846055 0.00032999911290757796 0.00021336065991788122 0.00065277286683087024 0.00064066415447885624 0.00061549829539432317 0.00072633908938456897 0.0003423402755478628 0.0005067833707807889 0.00040527220483239739 0.00051286717834243291 0.00071451560288918116 0.0007615635248462906 0.00046600477821606083 0.00041429478077071848 0.00032612973875116677 0.00048708736611639754 0.00051632921266205165 0.00024819560610398291 8.3274397867096138e-05 0.00053373151038791614 0.00068756875747912158 0.00063163965751530677 0.00056302075767341783 0.00041254915637907637 0.00035479412909996094 0.00058542551716882533 0.0005294244130729475 0.00060805637977284722 0.00029041419940462569 0.0004291026837685529
leaf_weight=31 20 127 973 33 31 27 36 30 21 125 35 47 29 20 127 25 31 73 31 20 48 248 148 27 26 316 77 271 43 25
leaf_count=31 20 127 973 33 31 27 36 30 21 125 35 47 29 20 127 25 31 73 31 20 48 248 148 27 26 316 77 271 43 25
internal_value=0 0.000338915 0.000608697 0.000393603 0.000523297 0.000625785 0.000508437 0.000442242 0.000213347 0.000589094 0.000588419 0.000645825 0.000604462 0.000566241 0.000330336 0.000641695 0.000408032 0.000312286 0.000187837 0.000431865 0.00061036 0.000611256 0.000583218 0.000381387 0.000436217 0.000605747 0.000562796 0.000620021 0.000337523 0.000343066
internal_weight=0 590 2531 411 422 2109 146 188 179 745 234 1364 620 199 265 1317 157 225 158 40 344 591 179 126 56 564 110 319 70 152
internal_count=3121 590 2531 411 422 2109 146 188 179 745 234 1364 620 199 265 1317 157 225 158 40 344 591 179 126 56 564 110 319 70 152
is_linear=0
shrinkage=0.00196078


Tree=7946
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 14 2 16 0 15 4 2 49 1 0 4 1 4 1 40 3 0 50 50 11 1 4
split_gain=14.5181 2.27794 1.19564 0.938431 0.769903 0.722459 0.487472 0.452098 0.434764 0.417431 0.253504 0.251972 0.414037 0.256039 0.250785 0.234564 0.204291 0.163065 0.159465 0.154652 0.150163 0.148182 0.135452 0.119274 0.116588 0.101122 0.100367 0.098059 0.0946452 0.0793723
threshold=0.10538500000000002 -0.059315 0.080750000000000016 0.27834500000000006 0.099185000000000009 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.10855000000000002 -0.52595999999999987 -0.10607499999999999 -0.10653 0.0082450000000000006 0.14960000000000004 -0.054984999999999992 0.085605000000000014 -0.079119999999999982 -0.55119499999999988 0.16175000000000003 -0.04890499999999999 0.13075500000000004 -0.077714999999999992 -0.12711499999999995 0.14486500000000005 0.10917 0.041865000000000006 0.081790000000000015 0.12408500000000001 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 8 6 22 -4 11 -8 -6 12 -1 17 24 -2 -14 25 -19 26 -11 -5 -3 -20 27 -13 -7 -12 29 -22
right_child=1 5 7 21 10 19 9 -9 -10 20 14 13 16 -15 -16 -17 -18 18 23 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084609746620259885 0.00050498404613960428 0.00035294038065648582 0.00073392488425249995 0.00047688206931685697 0.00047707638630241741 0.00020488284429925779 0.00057018530203809372 0.0004454307587401868 0.00092693097405020298 0.0005432003533361561 0.00071097626140152834 0.00080661243692495895 0.00071250721230870396 0.00068566343658724551 0.00051570873578299587 0.00072128940972136313 0.00053252808162272951 0.00091747556300086767 0.00063120083992972088 5.8621935977710952e-05 0.00036396031489210147 0.00029458227792596506 0.00020377238431726309 0.00075613125239854114 0.00057828928655980492 0.00074580274016609015 0.00035107340948546635 0.00080808948392701826 0.000285947086251221 0.00048431777385862557
leaf_weight=48 23 44 31 60 20 65 68 64 76 21 358 1037 49 99 26 119 48 22 32 21 77 24 50 359 23 117 25 45 41 29
leaf_count=48 23 44 31 60 20 65 68 64 76 21 358 1037 49 99 26 119 48 22 32 21 77 24 50 359 23 117 25 45 41 29
internal_value=0 0.000429008 0.000755244 0.000589075 0.000763929 0.000346977 0.000393005 0.000539571 0.000781645 0.000440567 0.000693102 0.000775548 0.000697151 0.000782371 0.000702661 0.000686254 0.000623445 0.000788481 0.000755046 0.000210138 0.000388102 0.000424796 0.000273596 0.000745907 0.000714071 0.000800447 0.000245491 0.00072182 0.000365946 0.000396888
internal_weight=0 667 2454 226 2359 441 330 95 1887 236 472 1811 145 1666 452 142 97 1567 413 111 168 84 94 391 426 1154 90 403 147 106
internal_count=3121 667 2454 226 2359 441 330 95 1887 236 472 1811 145 1666 452 142 97 1567 413 111 168 84 94 391 426 1154 90 403 147 106
is_linear=0
shrinkage=0.00196078


Tree=7947
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 49 4 0 15 4 150 50 1 12 0 1 4 40 39 16 3 3 1 133
split_gain=8.70272 1.34422 0.716751 0.657448 0.472314 0.410576 0.354688 0.291794 0.278719 0.276423 0.170795 0.150358 0.146862 0.176433 0.151836 0.130634 0.12606 0.11544 0.109753 0.0996072 0.0962813 0.087153 0.0850088 0.0716139 0.0709385 0.0664504 0.0662378 0.0636247 0.062172 0.0647321
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.054984999999999992 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.062539999999999984 1.0000000180025095e-35 0.041865000000000006 0.083345000000000016 0.08815000000000002 0.14486500000000005 0.089770000000000016 0.022185000000000003 -0.077474999999999988 0.096625000000000016 -0.039889999999999988 -0.017889999999999996 0.14121000000000003 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 7 23 12 -8 -4 16 -2 13 14 -1 -10 20 -6 -14 21 22 -15 -7 -3 26 -16 -17 -28 29 -5
right_child=1 4 9 28 17 10 8 -9 15 -11 -12 -13 18 19 25 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00064000627954902546 0.00038616367896029507 0.00025581473622609066 0.00055939552235613639 0.0002615463782148353 0.00011836554295253953 0.00058741627012454274 0.00046697774701457177 0.00071558834867934253 0.00044722363996898851 0.00034120375837647489 0.00042221681017039062 0.00055934467019467518 0.00057189823327803832 0.00062304224291607818 0.00039518036864658089 0.00020492326791713884 0.00041926627879550145 0.00026767002783861815 0.00046078376185295045 0.00058807601273977471 0.00042999069506896793 0.00051533190886569175 0.00052370204728361509 0.00014747492044794411 0.00020013014980731838 0.00053841391164300431 0.00035867043321823641 0.0002588598124750026 0.0002281075205008676 0.00039519427192346473
leaf_weight=23 23 45 34 22 85 217 53 79 22 65 48 119 108 775 33 21 28 26 50 794 22 30 128 49 30 20 73 37 24 38
leaf_count=23 23 45 34 22 85 217 53 79 22 65 48 119 108 775 33 21 28 26 50 794 22 30 128 49 30 20 73 37 24 38
internal_value=0 0.000326994 0.000579577 0.000449955 0.00026398 0.000586448 0.000301196 0.00059891 0.000341766 0.000416138 0.000532661 0.000531294 0.000593881 0.000599271 0.000506965 0.000305503 0.000546082 0.000153338 0.000536735 0.000603659 0.000555757 0.000619028 0.000563777 0.00019934 0.000286137 0.000449231 0.000305833 0.000325098 0.000312452 0.00034619
internal_weight=0 667 2454 226 441 2355 330 1912 236 99 443 142 1833 1675 76 183 395 111 158 1599 367 805 345 94 161 53 131 110 84 60
internal_count=3121 667 2454 226 441 2355 330 1912 236 99 443 142 1833 1675 76 183 395 111 158 1599 367 805 345 94 161 53 131 110 84 60
is_linear=0
shrinkage=0.00196078


Tree=7948
num_leaves=31
num_cat=0
split_feature=1 4 2 133 10 2 9 0 14 3 15 10 1 15 12 13 0 47 42 1 4 158 0 480 42 129 16 11 15 157
split_gain=0.140595 0.0449596 0.0376793 0.0274174 0.0351081 0.037252 0.0262041 0.0258496 0.025504 0.0237698 0.0230445 0.0306253 0.0247758 0.03113 0.0229066 0.0207142 0.0205091 0.0192006 0.028137 0.0398819 0.0146998 0.0179853 0.0261253 0.01765 0.0165398 0.0242231 0.0214589 0.0174541 0.0415043 0.0524398
threshold=0.10124500000000002 -0.17966999999999997 0.13754500000000003 0.089200000000000015 0.094860000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.22582000000000002 -0.46413499999999996 -0.012939999999999998 -0.079929999999999987 -0.38124499999999995 0.13657000000000002 -0.41942499999999994 -0.093619999999999995 -0.011289999999999998 -0.097274999999999986 0.11170500000000001 0.090545000000000014 0.11103500000000001 0.042705000000000007 0.085030000000000008 -0.090644999999999989 0.084710000000000021 -0.12099999999999998 0.087710000000000024 -0.079734999999999986 1.0000000180025095e-35 0.040760000000000005 -0.0041249999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 15 3 4 5 6 -3 20 -7 -5 11 -4 -13 -14 -10 -2 -16 18 19 -8 24 23 -23 -22 -1 27 -27 -26 29 -29
right_child=1 2 10 9 -6 8 17 -9 14 -11 -12 12 13 -15 16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0065191402191332737 0.0028456378156657925 0.0024375441445174928 0.0052525164831119277 0.003300601300826773 0.0010108523272179268 0.0063277460025766719 0.0053391296785169594 0.0015673441719263792 -0.00021172989043407144 -0.00048509534983033387 -0.00056063726003612242 0.0038542169571757832 0.0023851884047275985 -0.0025412000776471005 0.0038690468015071624 0.0063151628369925231 0.0012403082788443648 0.0040217498349628174 0.0044798454916518604 0.010079713010595048 0.0038471982259811327 0.0076563021517358724 0.0039948281871865655 0.0067031474221342551 0.0052210786755652293 0.0051899467235327597 0.0021347250432727188 0.0082925115135454013 0.0088493871333246883 0.0015738470766406794
leaf_weight=102 22 28 30 43 37 26 36 20 20 27 31 29 29 23 150 79 37 46 45 35 220 40 38 24 1721 45 47 21 44 26
leaf_count=102 22 28 30 43 37 26 36 20 20 27 31 29 29 23 150 79 37 46 45 35 220 40 38 24 1721 45 47 21 44 26
internal_value=0 0.00359224 0.00329658 0.00368417 0.00396474 0.00422312 0.00526233 0.00514711 0.00337569 0.0018404 0.00184994 0.00252316 0.00151229 0.000206209 0.0030049 0.00555942 0.00334892 0.00575057 0.00643614 0.00767604 0.00517786 0.00455067 0.00587251 0.00412811 0.00527854 0.00521208 0.00362913 0.00529245 0.00664215 0.0045758
internal_weight=0 773 672 530 460 423 190 2348 233 70 142 111 81 52 207 101 187 162 116 71 2328 322 78 244 2006 1904 92 1812 91 47
internal_count=3121 773 672 530 460 423 190 2348 233 70 142 111 81 52 207 101 187 162 116 71 2328 322 78 244 2006 1904 92 1812 91 47
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 4 14 0 49 1 1 49 1 124 4 2 47 2 14 52 0 16 1 12 52
split_gain=17.1029 2.82837 1.52161 1.12224 1.02535 0.813698 0.599411 0.50146 0.477655 0.459647 0.545537 0.439098 0.314802 0.263893 0.216867 0.177044 0.173606 0.152546 0.146193 0.143305 0.136316 0.133746 0.125536 0.108293 0.100434 0.106471 0.166244 0.120368 0.0981506 0.0930144
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 0.14122000000000004 0.09253500000000002 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 -0.22491999999999998 -0.054984999999999992 0.091195000000000012 0.13075500000000004 -0.006494999999999999 0.13436000000000001 -0.081214999999999982 0.04735000000000001 -0.0091949999999999983 0.090280000000000013 0.31358000000000003 0.076175000000000007 -0.56176499999999996 0.051010000000000007 0.15273500000000004 0.089875000000000024 0.090345000000000023 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 11 18 12 -4 -8 -11 14 16 -2 -1 -5 -7 -12 -3 23 -16 -15 -6 24 -14 27 -27 28 -26 -21
right_child=1 4 8 15 22 7 9 -9 -10 10 17 -13 19 21 20 -17 -18 -19 -20 29 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00088959868814103039 0.0005829681851166695 0.0004018451354247244 0.00079241417640564483 0.00054724782912267574 0.00027597616944048144 0.00052849842256315956 0.00073576767654979927 0.00059919437791729928 0.00050403558487670274 0.0007307527633775183 0.00045784215548762958 0.0010512345878734824 0.00092747839707434825 0.0008800321858706226 0.0006799425971071027 0.00034798356980995395 0.00078375638992178673 0.00028357028748687363 0.0002488114909045691 0.00074879130778079332 0.00083921657590736894 0.00074954179729808351 0.00012228337989696664 0.00097513851111807176 0.00089468689005886939 0.00060864935163408508 0.00081957607017668882 0.0007054898495256316 0.00083148906677383324 0.00083342367733776088
leaf_weight=1119 23 48 34 60 84 21 30 41 63 28 158 59 45 58 23 24 20 22 48 121 203 63 27 23 127 20 51 24 369 85
leaf_count=1119 23 48 34 60 84 21 30 41 63 28 158 59 45 58 23 24 20 22 48 121 203 63 27 23 127 20 51 24 369 85
internal_value=0 0.000492845 0.000845783 0.000670429 0.000401858 0.000855713 0.000456117 0.000811297 0.000605117 0.000508873 0.000476148 0.000885672 0.000820895 0.000775495 0.000878409 0.000490315 0.000653015 0.000436542 0.000325328 0.000828852 0.000823007 0.000812091 0.000238591 0.000842963 0.000838183 0.000831384 0.00076016 0.000841109 0.000847671 0.000783712
internal_weight=0 673 2448 228 445 2351 334 947 97 238 208 1404 906 144 1345 84 41 180 96 865 226 121 111 659 636 591 71 520 496 206
internal_count=3121 673 2448 228 445 2351 334 947 97 238 208 1404 906 144 1345 84 41 180 96 865 226 121 111 659 636 591 71 520 496 206
is_linear=0
shrinkage=0.00196078


Tree=7950
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 16 3 0 16 0 14 16 4 150 48 16 1 12 40 12 15 4 1 1 2 13 2 51 41 12
split_gain=0.162456 0.0461672 0.0366226 0.0391248 0.0357997 0.0325324 0.0295742 0.0254433 0.023484 0.0227671 0.0222161 0.0470914 0.0704116 0.0202555 0.0201022 0.045749 0.0211085 0.0183078 0.0165845 0.0270841 0.0156271 0.0146284 0.0183632 0.0299044 0.0242071 0.0159449 0.0194407 0.0172111 0.0288828 0.0286597
threshold=0.10124500000000002 -0.04890499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.149315 0.23311500000000004 -0.13309499999999996 -0.0058249999999999994 0.40020000000000006 0.22582000000000002 -0.22253999999999999 -0.11118499999999999 0.51303500000000013 0.10375000000000002 0.085485000000000019 -0.29154999999999992 0.12165500000000001 0.092465000000000006 -0.07632499999999999 -0.11019 -0.41942499999999994 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.087955000000000019 0.27266500000000005 0.12358500000000001 0.081440000000000026 0.075585000000000013 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 6 7 10 -3 -2 -9 21 11 -4 -13 14 15 16 -12 -5 -8 -20 -18 25 24 -24 -23 26 27 28 -1 -30
right_child=1 2 5 17 -6 -7 18 8 -10 -11 13 12 -14 -15 -16 -17 20 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0054962507250196409 0.0080689063406010203 0.0057933153274158638 0.0079479981604963553 0.007234275783412159 0.0015392209538483506 -0.0010009586244173671 0.0033430300337482901 0.0025210662473303578 0.006101262243668827 0.0019488902186276394 0.0046212811166277297 0.0056355499258643254 -0.0018164938759236112 0.0040342842084577397 0.0029971195480365813 -0.0023551835461744462 0.0025397496848282488 0.0046371695470358984 0.0030565041400816128 -0.0018513071636500008 -0.00090098993281241167 0.0084260704671032718 0.00030727108697528425 0.004832535169553012 0.0048044152792872455 0.0081787805716019308 0.0028385711679785063 0.0047226138436515137 0.010428733047592688 0.0055908214514711297
leaf_weight=1626 38 27 25 38 22 23 47 27 57 20 26 32 21 63 103 29 33 95 23 22 22 20 23 40 239 21 29 281 24 25
leaf_count=1626 38 27 25 38 22 23 47 27 57 20 26 32 21 63 103 29 33 95 23 22 22 20 23 40 239 21 29 281 24 25
internal_value=0 0.00363706 0.00326728 0.00420058 0.00525224 0.00264344 0.0028833 0.0059218 0.00495048 0.00530844 0.00288022 0.0043704 0.00268285 0.00245908 0.00199317 0.00105312 0.00227337 0.0053792 0.00202927 0.00065713 0.00116345 0.0053373 0.00471163 0.00318045 0.00508408 0.00543773 0.00540873 0.00544684 0.00556834 0.00796041
internal_weight=0 773 629 252 144 377 119 122 84 2348 354 78 53 276 213 110 81 133 92 45 55 2328 322 63 259 2006 1985 1956 1675 49
internal_count=3121 773 629 252 144 377 119 122 84 2348 354 78 53 276 213 110 81 133 92 45 55 2328 322 63 259 2006 1985 1956 1675 49
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 14 4 2 3 39 2 0 43 12 132 49 47 14 16 16 1 15 1 51 15 1
split_gain=10.9698 1.74328 0.978304 0.787734 0.614219 0.566545 0.475432 0.385685 0.336225 0.320253 0.294538 0.261961 0.21018 0.132149 0.119335 0.103458 0.102377 0.113478 0.0977651 0.0934018 0.0910256 0.0892459 0.0887621 0.0831039 0.0778669 0.068719 0.0670266 0.0667301 0.0658029 0.0651388
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.13712500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.31370500000000007 0.089200000000000015 0.094835000000000017 -0.22491999999999998 0.0010100000000000003 0.086850000000000024 0.10365500000000001 0.10084500000000002 0.090100000000000013 -0.23083499999999998 -0.39185999999999993 -0.4714549999999999 0.086920000000000011 -0.059484999999999989 0.11669000000000002 -0.023524999999999997 0.090455000000000021 0.13534000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 20 6 9 12 14 11 -6 24 13 22 -1 -13 19 -18 23 27 21 -3 -4 -14 -5 -16 -23 -17 -11 -15
right_child=1 2 7 5 10 -7 -8 -9 -10 28 -12 15 18 29 25 16 17 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070230102512092076 0.00064664670661230205 0.00042467666939299375 0.00023436711148474535 0.0006841395805005831 0.00059613462116268098 0.00032676502916158414 0.00044075659311869564 0.00043182135621311807 0.00040423904592212193 0.00082639382094466807 0.00036535508115015001 0.00051036252668171375 0.000187588145088554 0.00028275123511541214 0.0006017654046083802 0.00070136483904119731 0.00046992676417812021 0.00061310217641977823 0.0002355682830428803 0.000596337364368592 0.0004411539200353925 0.00033103103957947313 0.0003859241420257443 3.1564384522777393e-05 0.00065123399615219554 0.00045643952806312556 0.00022739718345128013 0.00064635618786012216 0.00071684627240463481 0.00017491647899507237
leaf_weight=26 76 33 24 927 73 20 38 37 67 49 30 27 21 33 29 111 24 188 26 112 34 139 39 35 394 22 29 359 37 62
leaf_count=26 76 33 24 927 73 20 38 37 67 49 30 27 21 33 29 111 24 188 26 112 34 139 39 35 394 22 29 359 37 62
internal_value=0 0.000366487 0.000331866 0.000646471 0.000402662 0.000655332 0.000658232 0.000245479 0.00050581 0.000661941 0.000528917 0.000657231 0.000216751 0.000258554 0.000594191 0.000629725 0.000633784 0.000596894 0.000136206 0.000647222 0.000347325 0.000331454 0.000328188 9.00733e-05 0.000674325 0.000539076 0.000313142 0.000659348 0.000779263 0.000212375
internal_weight=0 691 615 2430 338 2286 2266 277 144 2228 103 2142 240 158 77 821 794 212 82 582 235 201 63 56 1321 51 168 470 86 95
internal_count=3121 691 615 2430 338 2286 2266 277 144 2228 103 2142 240 158 77 821 794 212 82 582 235 201 63 56 1321 51 168 470 86 95
is_linear=0
shrinkage=0.00196078


Tree=7952
num_leaves=31
num_cat=0
split_feature=1 3 4 48 51 47 16 14 15 0 16 13 16 123 12 3 1 47 12 45 12 13 2 49 13 4 43 1454 1454 160
split_gain=0.171003 0.0456005 0.0401571 0.0372253 0.0325476 0.0331223 0.0239396 0.0330618 0.0453206 0.023695 0.0291264 0.0222384 0.0334311 0.0206742 0.0202472 0.0296765 0.0177637 0.0173492 0.0157053 0.0177026 0.0173891 0.0201405 0.0370287 0.0282898 0.0445541 0.0215829 0.0205703 0.0170899 0.0179562 0.0279378
threshold=0.10124500000000002 0.31370500000000007 -0.04890499999999999 0.14093000000000003 0.10532000000000001 0.087885000000000019 -0.42170999999999997 -0.47013499999999991 -0.42198999999999992 -0.070499999999999993 0.15273500000000004 -0.47860499999999995 -0.096824999999999981 0.092645000000000019 0.11201500000000002 -0.082094999999999987 0.12656000000000003 0.094460000000000002 0.11734000000000001 0.081955000000000014 0.11201500000000002 0.0061450000000000003 0.12043500000000001 0.0034800000000000005 0.10820000000000002 -0.42529999999999996 -0.50216499999999986 0.11807500000000003 0.093640000000000015 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 9 4 5 6 16 -8 -9 -2 -11 -3 -13 18 15 -10 -4 -6 19 20 21 27 23 25 -25 -23 -27 28 29 -1
right_child=1 11 3 -5 17 -7 7 8 14 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0077441490559140222 0.0082658748549874882 0.0028899798894317114 0.004766666967469942 -0.00021735587461779897 0.0074734705223818317 0.004803220353749596 0.0056161113298730933 -0.0020425826604305595 -0.0015968795958906414 0.00237164026218713 0.0059151589353760225 -0.0031198277536896059 0.0023654235620051626 0.0020679899083916099 0.0053670415002852676 0.0025794196064899758 0.0023193641027642624 0.0037743924717817991 0.0039018996168847363 0.0082351008784912888 0.007090661878249159 0.0078003642607169842 0.00073823389345003924 -0.00096723251568619172 0.0053107611870823 0.0068722957524836861 0.0043684886024760398 0.0083014720445498819 0.003453592528239824 0.0053471001962505857
leaf_weight=50 24 58 87 26 32 122 25 27 20 34 73 20 25 20 20 114 45 21 78 21 54 30 24 20 26 42 150 20 48 1765
leaf_count=50 24 58 87 26 32 122 25 27 20 34 73 20 25 20 20 114 45 21 78 21 54 30 24 20 26 42 150 20 48 1765
internal_value=0 0.00355462 0.00385576 0.00347409 0.00366118 0.00339081 0.00288101 0.00220733 0.0017365 0.00542613 0.00478918 0.00159571 -7.24659e-05 0.0052694 0.00239907 0.00195609 0.00393236 0.0060078 0.00529691 0.00534527 0.00531804 0.00527403 0.00450128 0.00483827 0.0025812 0.00530595 0.0049162 0.00539386 0.00536265 0.00541313
internal_weight=0 773 670 539 513 460 338 206 181 131 107 103 45 2348 154 134 132 53 2328 2250 2229 2175 292 268 46 222 192 1883 1863 1815
internal_count=3121 773 670 539 513 460 338 206 181 131 107 103 45 2348 154 134 132 53 2328 2250 2229 2175 292 268 46 222 192 1883 1863 1815
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=31
num_cat=0
split_feature=1 4 484 1 2 1 12 48 51 12 13 147 151 48 132 14 474 15 16 49 0 401 4 3 3 1209 4 402 1212 3
split_gain=0.139265 0.0468597 0.0322365 0.0382944 0.029523 0.0229594 0.0286734 0.0300166 0.0204684 0.019047 0.0250333 0.0211461 0.0359665 0.0236188 0.0208774 0.0187848 0.0256947 0.0227856 0.0287524 0.0190097 0.0169646 0.0337233 0.0372697 0.0194165 0.0528474 0.0182697 0.0228958 0.0450052 0.0249509 0.019609
threshold=0.095950000000000021 -0.008819999999999998 -0.020124999999999994 0.13743000000000002 0.25063000000000007 0.09697500000000002 -1.0000000180025095e-35 0.083685000000000009 -0.41109999999999997 0.11734000000000001 0.11217000000000001 0.10100500000000003 0.050660000000000004 0.14093000000000003 0.093160000000000007 -0.22253999999999999 0.096510000000000012 -0.42198999999999992 -0.48836499999999994 -0.079429999999999987 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 -0.10831999999999999 -0.14186499999999996 0.083050000000000013 -0.077999999999999986 -0.08738499999999999 0.087490000000000012 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 5 8 -4 7 -7 -3 10 11 12 13 14 15 16 -10 18 -17 -19 25 22 -22 24 -24 -1 27 28 -27 -28
right_child=1 4 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 17 -18 19 -20 -21 21 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.0048150369516234658 0.007493699166557885 0.0052662383585370016 0.0011927576989612797 0.00035246432590712277 -0.00024580162003516191 6.6600324120372542e-05 0.0052132850087782869 0.0043397808791875532 0.0053531551398918967 0.0050137488889907093 -0.00010418562596896664 -0.00038054816890507941 0.005838377610705674 -0.00069647048600018034 0.0004418391042925192 0.0031837236003907908 0.0013219799813149232 0.00047337315215069495 -0.0018729825828062451 0.003485484460777088 0.0082326874282443903 0.00093631669878959658 0.0051231465358851543 0.0045423497736163726 -0.00097220570594072338 0.0042458703775596603 0.0019885431170802224 0.010946245897295219 0.0079164012906051458 0.0062606428062454578
leaf_weight=1736 28 35 22 27 31 25 187 48 64 35 32 20 39 20 33 22 21 24 23 165 24 30 33 231 25 46 22 21 31 21
leaf_count=1736 28 35 22 27 31 25 187 48 64 35 32 20 39 20 33 22 21 24 23 165 24 30 33 231 25 46 22 21 31 21
internal_value=0 0.00331167 0.00424463 0.00395021 0.00275421 0.00429468 0.00455715 0.00287636 0.0029287 0.00276441 0.00259438 0.00279473 0.00294925 0.00264635 0.00283629 0.00308399 0.00435722 0.00262149 0.000599185 0.00310299 0.00478578 0.00413911 0.00444609 0.00413163 0.00249584 0.00490395 0.00599866 0.00684275 0.00572362 0.00407492
internal_weight=0 901 337 309 564 282 260 73 533 498 463 431 411 372 352 319 85 234 45 189 2220 343 313 289 58 1877 141 98 77 43
internal_count=3121 901 337 309 564 282 260 73 533 498 463 431 411 372 352 319 85 234 45 189 2220 343 313 289 58 1877 141 98 77 43
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 1 14 1 0 47 50 1 0 49 4 2 52 0 4 14 0 16 15 10 1 4 4
split_gain=15.0293 2.54987 1.48881 1.19675 0.9688 0.753274 0.504864 0.38779 0.384563 0.33826 0.278269 0.336311 0.274147 0.23206 0.215291 0.199461 0.190824 0.161145 0.122921 0.120008 0.116488 0.114272 0.109863 0.119054 0.107047 0.103932 0.0888004 0.0862481 0.085344 0.0832677
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.14122000000000004 0.077845000000000011 0.062655000000000016 0.085110000000000005 -0.10607499999999999 0.090100000000000013 0.041865000000000006 0.13075500000000004 -0.18113999999999997 -0.054984999999999992 0.41555500000000006 0.17760500000000004 -0.56176499999999996 -0.062764999999999974 0.50194500000000009 0.076175000000000007 0.051010000000000007 0.15273500000000004 -0.095869999999999983 -0.39840999999999999 0.089770000000000016 -0.081374999999999989 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 9 16 15 -5 10 -1 25 14 18 -3 -7 -6 20 -4 -17 -14 -16 23 27 -25 -12 -20 28 -21 -18
right_child=1 2 13 8 6 7 -8 -9 -10 -11 11 -13 17 -15 21 19 29 -19 26 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00080295880808972436 0.0007683909191558727 0.00039093546088650108 0.00021815552504039277 0.00073453157263643595 0.00049619809231337385 0.00057721596004511107 0.00041362516798427139 0.00053013548903462989 0.00046090447404665804 0.00093260619890682308 0.00070333498922271439 0.00076388538268748181 0.00064715463134318275 0.00035259913817486341 0.00038550947062379002 0.00084189201671103036 0.00081669993204674246 0.00034979188677800054 0.00016144913926979701 0.00085061947370763697 0.00044811166749865401 0.00022463514547882584 0.00087020155699814067 0.00052264126273346878 0.00069761625079091567 0.00052467957763431344 -1.3144444248158169e-05 0.00061371629805211212 0.0007310607615656923 0.00066866566080088703
leaf_weight=1030 76 201 55 28 20 33 47 41 67 62 21 425 26 30 24 37 21 20 24 24 20 58 20 20 41 31 21 23 527 48
leaf_count=1030 76 201 55 28 20 33 47 41 67 62 21 425 26 30 24 37 21 20 24 24 20 58 20 20 41 31 21 23 527 48
internal_value=0 0.000429562 0.00038769 0.000757282 0.000437637 0.000766059 0.000578022 0.000715656 0.000541552 0.000790666 0.000784827 0.000745674 0.000382932 0.000201348 0.000356393 0.000726147 0.000664838 0.000496729 0.000155973 0.000733249 0.000560614 0.00027172 0.000727112 0.000722605 0.000640247 0.000596829 7.99721e-05 0.000731358 0.000736268 0.00071372
internal_weight=0 691 615 2430 485 2335 136 766 95 1569 1507 477 349 130 283 725 89 66 100 692 46 82 655 635 61 52 45 574 551 69
internal_count=3121 691 615 2430 485 2335 136 766 95 1569 1507 477 349 130 283 725 89 66 100 692 46 82 655 635 61 52 45 574 551 69
is_linear=0
shrinkage=0.00196078


Tree=7955
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 14 2 2 1 2 4 1 0 52 12 16 2 131 52 4 0 1 47 391 12 3 4 2
split_gain=11.5004 1.67183 1.04194 1.00393 0.575658 0.536028 0.466992 0.360937 0.338649 0.302425 0.283498 0.271295 0.220959 0.200102 0.166827 0.133035 0.131564 0.122512 0.0885921 0.0755524 0.0718674 0.0981579 0.0855109 0.0714037 0.0660584 0.0634407 0.0734578 0.0625901 0.0606084 0.0604068
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.40124500000000002 0.14122000000000004 0.062655000000000016 0.17025000000000004 0.10672500000000001 0.09253500000000002 0.089885000000000007 -0.111605 0.091195000000000012 -0.22491999999999998 -0.56176499999999996 -1.0000000180025095e-35 -0.39185999999999993 0.087675000000000017 0.090385000000000007 0.40674500000000008 -0.46376499999999993 -0.070154999999999981 0.11588000000000001 0.090100000000000013 -1.0000000180025095e-35 0.095780000000000018 0.086245000000000016 0.022185000000000003 0.13093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 24 6 7 11 12 23 -5 13 -4 20 -13 -16 -14 -18 -9 -2 21 -1 27 -6 -3 -17 -27 -23 -28 -19
right_child=1 2 8 10 9 -7 -8 18 -10 -11 -12 14 16 -15 15 25 17 29 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00088225533629814263 0.00075682440137161933 0.00040738562797296076 0.00053253117631792981 0.00067359463815526844 0.00072395770827869243 0.00044726906716823574 0.00052851099041675853 0.00091797841530220177 0.00017282038146918051 0.00042382068634466057 0.00045142692351152029 0.00055599955296767474 0.00028464667683199437 0.000698241533880884 0.00081629952833803135 0.00059766890681987883 0.00030195439304812113 0.00052672797259823031 0.00078935564461709413 0.00062298643238404216 0.00066660326263886843 0.00076768063415553621 0.00065360171321343923 0.00060003040113834421 0.00050115432792193892 0.00072513521824732387 0.00070166455790730299 0.0006642371190605465 0.00063757858829560621 0.00037938544599741114
leaf_weight=27 50 192 22 34 39 25 41 50 54 27 63 27 120 220 45 20 35 23 35 24 29 1011 27 33 34 463 233 23 75 20
leaf_count=27 50 192 22 34 39 25 41 50 54 27 63 27 120 220 45 20 35 23 35 24 29 1011 27 33 34 463 233 23 75 20
internal_value=0 0.000435372 0.000401022 0.000724786 0.00047611 0.000732852 0.000735921 0.000739643 0.000311958 0.000600793 0.0005293 0.000734799 0.00034611 0.000752293 0.000707697 0.000712597 0.000325396 0.000388088 0.000865016 0.000713417 0.000762938 0.000765506 0.000762535 0.000667158 0.000421492 0.000706697 0.000709525 0.00076538 0.000686059 0.000458197
internal_weight=0 673 599 2448 325 2351 2326 2285 274 99 97 2200 220 1337 863 836 198 78 85 74 1117 1088 1061 72 226 791 771 1034 308 43
internal_count=3121 673 599 2448 325 2351 2326 2285 274 99 97 2200 220 1337 863 836 198 78 85 74 1117 1088 1061 72 226 791 771 1034 308 43
is_linear=0
shrinkage=0.00196078


Tree=7956
num_leaves=31
num_cat=0
split_feature=1 1 45 155 2 2 2 33 131 4 0 124 48 51 4 16 52 14 48 376 1 12 13 2 133 13 43 43 3 15
split_gain=0.200303 0.0486447 0.0433371 0.0424979 0.0366208 0.0297748 0.0347051 0.0247326 0.023791 0.0221182 0.0220399 0.0184729 0.0169783 0.0213525 0.0170678 0.0197619 0.0242426 0.0199715 0.0221271 0.0169636 0.0165733 0.0161916 0.0182878 0.0180323 0.0174978 0.0174522 0.0300085 0.0398658 0.0247335 0.0213882
threshold=0.10124500000000002 0.14262000000000002 0.10526500000000001 0.10158500000000002 0.25063000000000007 0.10252500000000002 -1.0000000180025095e-35 0.08573500000000002 0.093840000000000021 0.51164000000000009 0.22582000000000002 -0.076779999999999987 0.14823500000000003 0.11548000000000001 -0.033174999999999989 -0.42170999999999997 -1.0000000180025095e-35 -0.46885499999999997 0.085130000000000025 0.084545000000000009 0.077845000000000011 -0.064509999999999984 -0.061684999999999997 0.13501500000000002 0.081415000000000015 -0.083254999999999982 0.10915000000000001 0.016310000000000002 -0.082234999999999989 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 8 6 7 -2 9 -3 11 19 13 14 -7 -16 17 -17 -19 20 -1 22 -13 25 -25 26 27 -23 -29 -27
right_child=1 4 -4 -5 -6 12 -8 -9 -10 -11 -12 21 -14 -15 15 16 -18 18 -20 -21 -22 23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0046522652539091984 0.0023055082711864322 0.0021828642763769795 0.0084816135535947992 0.0060094967718878007 -0.0022486549895256759 0.0055177760959070716 0.0053951262628426332 0.0060339816951785578 -0.00054997030645608902 0.0060739325736427589 0.0021263238400570116 0.0053175653184371193 8.2406273577362296e-06 0.0059454744499500686 0.0036030084156664088 0.0054121508472599091 -0.00040229836642440106 2.1383586666873984e-05 0.0031407849677388016 0.0061593393135505421 0.0011460684206283007 0.0059934368167504663 0.0095427678543187327 0.0012816009269590724 0.0054145345353477058 0.0049045598215783394 0.0082598084291698893 0.0056026904591514421 0.0015743809299809592 0.0056720889687202807
leaf_weight=28 93 48 20 74 20 21 132 22 20 21 20 20 20 23 106 20 37 37 59 24 26 594 21 20 21 674 51 27 35 787
leaf_count=28 93 48 20 74 20 21 132 22 20 21 20 20 20 23 106 20 37 37 59 24 26 594 21 20 21 674 51 27 35 787
internal_value=0 0.0035759 0.0038973 0.00375493 0.00161796 0.00346224 0.00428873 0.00301878 0.00248686 0.0033671 0.00543179 0.00546018 0.00283021 0.00301648 0.00277588 0.00255357 0.00182651 0.00253742 0.00193852 0.00394725 0.0029641 0.00551263 0.00748169 0.00547609 0.00339847 0.00551538 0.00592324 0.00574158 0.00332864 0.00531801
internal_weight=0 773 664 644 109 570 247 115 89 69 2348 2328 323 303 280 259 153 116 96 78 54 2250 41 2209 41 2168 707 656 62 1461
internal_count=3121 773 664 644 109 570 247 115 89 69 2348 2328 323 303 280 259 153 116 96 78 54 2250 41 2209 41 2168 707 656 62 1461
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=31
num_cat=0
split_feature=1 3 4 2 30 132 1 13 15 123 0 16 4 0 16 2 159 2 484 133 150 150 133 52 43 3 12 13 43 1213
split_gain=0.162246 0.0416986 0.0329212 0.0279581 0.0310198 0.0248066 0.0270664 0.0221185 0.0262304 0.0189598 0.01834 0.0172361 0.0176985 0.0167917 0.0251406 0.0159149 0.0181474 0.0307049 0.0220802 0.0190388 0.0296143 0.0270242 0.0218052 0.0350561 0.0299288 0.023238 0.0215686 0.0375397 0.0239649 0.018071
threshold=0.10124500000000002 0.31370500000000007 -0.04890499999999999 1.0000000180025095e-35 0.086430000000000021 0.10833500000000001 0.14804000000000003 0.17001000000000002 -0.46743999999999997 0.092645000000000019 -0.074229999999999977 -0.008904999999999998 0.024790000000000003 -0.070499999999999993 0.15273500000000004 0.092235000000000025 0.0089800000000000019 0.11728500000000001 -0.088654999999999998 0.017095000000000003 0.089910000000000018 0.083250000000000005 -0.0077049999999999992 -1.0000000180025095e-35 -0.067199999999999996 -0.080564999999999984 0.10866500000000003 -0.087934999999999985 0.26746000000000009 0.39818500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 13 4 10 6 -3 8 -5 15 -4 -10 -13 -2 -15 29 19 18 -18 20 22 -21 25 -24 -25 -17 27 -27 -29 -1
right_child=1 5 3 7 -6 -7 -8 -9 11 -11 -12 12 -14 14 -16 16 17 -19 -20 21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0050504590218831543 0.0073186994258624813 0.0016940724655149222 0.0059294957128013413 0.005344699310242302 0.0015020765141987174 0.0044117176251131157 -0.0023501233481194664 5.0120823289034888e-05 0.002959334055546508 0.0018228040938265623 0.00383983605526506 0.0028713032876237716 -0.00046930332821960158 0.0021459035688381205 0.0054380506946871132 0.0073895939874152345 0.0040949831561495863 0.0022552044458941304 0.0073240325472094516 0.0046035123240658763 0.0002315573736930012 0.0080942938569933173 0.0049077671998847194 0.0036513401403871562 -0.00014897520653903487 0.0068548376735469152 0.0063281019451096659 0.0038696026624811274 -0.00024717567855707157 0.0076138369206871313
leaf_weight=1545 24 59 63 36 41 21 23 32 177 20 126 29 35 34 73 30 30 22 72 292 22 24 66 43 40 22 35 31 26 28
leaf_count=1545 24 59 63 36 41 21 23 32 177 20 126 29 35 34 73 30 30 22 72 292 22 24 66 43 40 22 35 31 26 28
internal_value=0 0.00321831 0.00350628 0.00316071 0.00399549 0.00134508 0.000559725 0.00253934 0.00282691 0.00488861 0.00453639 0.00245081 0.00104441 0.00492815 0.00439195 0.00491495 0.00453755 0.0056435 0.00637431 0.00432021 0.00377005 0.00486863 0.00403573 0.00318766 0.00181986 0.00491326 0.00426159 0.00334604 0.00199177 0.00509609
internal_weight=0 773 670 539 230 103 82 309 277 2348 189 241 64 131 107 2328 755 124 102 631 315 316 293 149 83 144 114 79 57 1573
internal_count=3121 773 670 539 230 103 82 309 277 2348 189 241 64 131 107 2328 755 124 102 631 315 316 293 149 83 144 114 79 57 1573
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=31
num_cat=0
split_feature=1 4 2 48 96 15 0 42 50 14 3 3 15 4 0 0 2 156 14 11 133 14 2 10 2 3 133 1 1453 15
split_gain=0.131558 0.0417171 0.0348891 0.0247979 0.0221297 0.0201899 0.0306662 0.0265052 0.0187524 0.018719 0.0205113 0.043798 0.0372591 0.0244334 0.0206865 0.0267462 0.0253537 0.0185473 0.0189854 0.0233377 0.0168201 0.0200681 0.0217278 0.0345875 0.0229388 0.0192222 0.0192146 0.0181582 0.0161771 0.0523442
threshold=0.096325000000000008 -0.17966999999999997 0.13754500000000003 -0.089099999999999999 0.088850000000000026 -0.089964999999999976 -0.10474999999999998 0.088795000000000013 0.12149000000000001 0.062655000000000016 -0.12018999999999998 -0.13309499999999996 -0.0040799999999999994 -0.50052499999999989 -0.13455999999999999 -0.14649999999999996 0.086100000000000024 0.085790000000000019 0.07913000000000002 0.080150000000000013 0.089200000000000015 -0.46413499999999996 1.0000000180025095e-35 0.094860000000000014 0.10699500000000002 -0.012939999999999998 -0.078539999999999985 0.10684 -0.044999999999999991 -0.08730499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 8 6 -4 -8 20 10 11 12 -1 -14 15 16 -12 18 -11 -20 21 -5 23 26 -24 -22 -23 -26 29 -16
right_child=1 2 5 4 -6 -7 7 -9 -10 17 14 -13 13 -15 28 -17 -18 -19 19 -21 25 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010466024167193422 0.0047104781686297817 0.006506756807211786 0.0049174281889227808 0.0058460653871297841 -0.00034314169781282547 -0.00070380350178409672 -0.0012625355830800065 0.0025043583432945646 0.0051017300814259576 0.0075872592424275354 0.0070381148636806754 -0.00081742499023675921 0.0079784684045159301 0.0039564997359940951 0.0072641978292570762 8.0712770273827993e-05 0.0029665790212759302 0.0084734696806186734 0.001685497217366229 0.006356226820498705 0.0027949550985603743 0.0062597935652416769 0.00018146306224581268 0.00056207673341938946 0.005212637733668089 -0.00073373466953993423 0.0036326112797182303 0.0022786420951079992 0.004593470184957045 0.0018423695535655473
leaf_weight=29 122 20 27 25 20 37 31 47 41 20 20 23 23 44 24 23 65 21 23 20 38 33 45 33 25 26 178 135 1834 69
leaf_count=29 122 20 27 25 20 37 31 47 41 20 20 23 23 44 24 23 65 21 23 20 38 33 45 33 25 26 178 135 1834 69
internal_value=0 0.0029938 0.00271859 0.00304289 0.00292724 0.0013049 0.00201273 0.00100726 0.00304021 0.00443523 0.00437812 0.00310203 0.00404106 0.00533718 0.00445274 0.00310598 0.00392459 0.00589975 0.00504184 0.00385793 0.0028831 0.00308856 0.00293502 0.00357265 0.00217609 0.00136142 0.0040435 0.00273708 0.00452822 0.00324155
internal_weight=0 883 761 619 599 142 105 78 579 2238 2154 119 96 67 2035 108 85 84 63 43 538 474 449 244 205 64 211 160 1927 93
internal_count=3121 883 761 619 599 142 105 78 579 2238 2154 119 96 67 2035 108 85 84 63 43 538 474 449 244 205 64 211 160 1927 93
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=31
num_cat=0
split_feature=1 3 4 484 132 52 4 41 130 15 1429 15 0 0 4 4 0 48 3 1 4 150 43 15 15 52 1204 1210 1454 160
split_gain=0.10687 0.0358376 0.0303396 0.031565 0.0196003 0.0220939 0.023052 0.0187947 0.0167691 0.0163439 0.0222516 0.0238968 0.0360589 0.0455731 0.022738 0.0380909 0.0745333 0.0432229 0.0243773 0.0220005 0.021759 0.0276092 0.0251727 0.0196054 0.0454056 0.0302644 0.0251408 0.0216049 0.0208563 0.0397395
threshold=0.095950000000000021 0.31370500000000007 -0.010655 -0.020124999999999994 0.10833500000000001 0.048770000000000008 0.42051500000000003 0.093020000000000019 -1.0000000180025095e-35 -0.11033999999999998 -0.087914999999999979 0.083195000000000005 -0.10607499999999999 -0.14226499999999997 -0.04890499999999999 -0.16363499999999997 -0.084509999999999988 0.089830000000000007 -0.14186499999999996 0.084785000000000013 0.0045450000000000013 0.084925000000000014 0.060960000000000007 0.087685000000000013 0.087960000000000024 -0.010034999999999999 -0.082449999999999982 -0.087769999999999973 0.088250000000000009 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 6 -3 -4 -5 -1 -11 12 13 19 15 17 -17 18 -14 -12 22 -22 -16 25 -25 -13 -26 -27 29 -28
right_child=1 4 7 8 -6 -7 -8 -9 -10 10 11 23 14 -15 20 16 -18 -19 -20 -21 21 -23 -24 24 26 27 28 -29 -30 -31
leaf_value=0.004902725735306486 0.0070605305560792865 0.00090545194500402841 0.0023304279821151695 0.00069911392028665267 0.003702209600236356 0.0030091196145142687 -0.0030253319023177028 0.0054595451033674185 0.0036403285623987716 0.006380237121548918 0.0058264483009343561 0.0083379024219618226 0.007249386046225062 -0.0010431593599359741 0.0045358384912279216 0.0048339146053573735 -0.0024901155523504273 -0.00028024841184643183 0.0036835450305896878 0.0020774051291055562 0.0027876962020818609 0.0063771687797270719 0.0013944899663329126 -0.0004647600884630304 0.0074603463567438581 0.002344282820175929 0.0076099229200432706 0.0048864556913659415 0.001169983649518914 0.0038744678566560858
leaf_weight=183 26 37 477 21 21 22 25 20 252 36 23 23 26 37 462 24 33 22 73 49 200 24 27 23 21 38 30 278 26 562
leaf_count=183 26 37 477 21 21 22 25 20 252 36 23 23 26 37 462 24 33 22 73 49 200 24 27 23 21 38 30 278 26 562
internal_value=0 0.00270615 0.0029352 0.00373116 0.000969671 0.000286536 -0.000679542 0.00245635 0.00341408 0.00399747 0.00391614 0.00387181 0.00352606 0.00180921 0.00373609 0.00272504 0.000593687 0.00372907 0.00462003 0.00327502 0.0039885 0.00317228 0.00436239 0.00421722 0.00390052 0.00483566 0.00405765 0.00458075 0.00394202 0.00406376
internal_weight=0 901 796 299 105 84 62 497 273 2220 2037 2001 1000 109 891 178 57 121 99 72 713 224 489 1001 662 339 639 316 618 592
internal_count=3121 901 796 299 105 84 62 497 273 2220 2037 2001 1000 109 891 178 57 121 99 72 713 224 489 1001 662 339 639 316 618 592
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=31
num_cat=0
split_feature=1 11 9 4 3 457 52 12 39 16 16 0 16 1455 1453 52 0 43 13 4 3 15 0 43 13 52 11 3 0 133
split_gain=0.0865643 0.030624 0.0303129 0.0265551 0.0267252 0.0252353 0.0247747 0.0216083 0.0215394 0.0171386 0.0169563 0.0159621 0.0183115 0.0153288 0.0258387 0.0195177 0.0172824 0.0402864 0.02548 0.0213621 0.0195419 0.0222292 0.0184988 0.0157126 0.0235356 0.0164497 0.0162191 0.0177743 0.0207941 0.0185486
threshold=0.095950000000000021 -1.0000000180025095e-35 0.10860500000000002 -0.008819999999999998 0.149315 0.045365000000000009 -0.07167999999999998 0.093965000000000007 0.087880000000000014 0.40020000000000006 -0.0094449999999999968 -0.23091999999999999 -0.086989999999999984 -0.23681499999999997 -0.13306499999999996 -0.56176499999999996 0.030935000000000004 -0.071629999999999985 0.038215000000000006 -0.42529999999999996 0.092670000000000016 -0.036009999999999993 0.11070500000000001 -0.14386499999999997 0.066795000000000007 -0.15026499999999995 0.077290000000000011 -0.10831999999999999 -0.04917499999999999 0.11524500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 6 8 9 -8 -5 10 -3 -7 -13 -1 -15 -16 20 18 -18 22 23 -22 -19 25 26 -17 27 -25 29 -29
right_child=1 2 -4 5 -6 11 7 -9 -10 -11 -12 12 -14 14 15 16 17 19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0055376092890219303 -0.0014338504243642091 0.003950879631156568 -0.0011419409081678499 0.0028950919155532173 0.00086077732356408467 0.0025428909362138559 0.0067498635582160212 0.0036710481172568111 0.0013863364233915113 0.0039231692236653013 0.0011388481447759729 0.0010350979748181999 -0.0029266696888953451 -1.5693325549364088e-05 0.0063731560409069068 0.0071451030840927916 0.0022117667487296074 0.0034163246423702279 -0.0026686255726963283 0.0016577350633383504 0.0037495939716420791 -0.00034707747489357227 0.0072359856972027395 0.0011173293826037222 0.0014125186484307052 0.0042218723952166994 0.0059241192265143319 0.0037525483241514488 0.0064105167161431862 0.0028061277446971341
leaf_weight=40 20 32 22 322 39 24 40 53 134 102 65 28 20 20 25 22 23 32 20 32 27 26 21 28 48 154 31 1401 27 243
leaf_count=40 20 32 22 322 39 24 40 53 134 102 65 28 20 20 25 22 23 32 20 32 27 26 21 28 48 154 31 1401 27 243
internal_value=0 0.00243553 0.00252337 0.00261725 0.00331948 0.00217702 0.00364787 0.00499527 0.00245173 0.00301817 0.00206653 0.000437205 -0.000615639 0.00359772 0.00356213 0.00359526 0.00356273 0.00243612 -5.81832e-05 0.00369795 0.00363458 0.00173991 0.00492978 0.00368597 0.00359675 0.00458728 0.00365736 0.003616 0.00365787 0.00361266
internal_weight=0 901 881 859 331 528 292 93 456 199 97 72 48 2220 2180 2160 2135 128 43 85 2007 53 53 1954 1778 176 1730 1699 1671 1644
internal_count=3121 901 881 859 331 528 292 93 456 199 97 72 48 2220 2180 2160 2135 128 43 85 2007 53 53 1954 1778 176 1730 1699 1671 1644
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=31
num_cat=0
split_feature=4 2 2 3 106 14 484 159 124 42 3 1213 16 12 403 130 15 1455 15 15 400 1211 42 2 15 1447 403 483 481 402
split_gain=0.0720613 0.033624 0.0247129 0.0237987 0.0179822 0.0205187 0.0145834 0.0237084 0.017525 0.0145569 0.0243397 0.0275428 0.0229909 0.0371535 0.0265589 0.0184558 0.017752 0.0173282 0.0160708 0.0323545 0.0207729 0.0210345 0.0203114 0.0189868 0.0187997 0.0186082 0.0308469 0.0301106 0.0206225 0.0203449
threshold=0.26450500000000005 0.17025000000000004 0.25063000000000007 0.20828500000000003 0.085655000000000009 -0.23960999999999996 0.096415000000000015 0.085035000000000013 -0.043384999999999993 0.11457500000000002 -0.081054999999999974 -0.021674999999999996 -0.082779999999999979 0.096525000000000014 -0.084674999999999986 -0.11198999999999999 0.089740000000000014 0.11922500000000001 0.083195000000000005 0.081070000000000017 -0.077004999999999976 0.080280000000000004 0.10705500000000003 0.090310000000000015 0.084050000000000014 -0.086059999999999984 -0.53101999999999994 0.11494000000000001 -0.065229999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 7 -2 -9 15 16 -12 -13 -14 -15 -7 -11 18 19 20 23 -22 24 -17 -20 28 -27 29 -26 -28
right_child=2 -3 -4 -5 -6 9 -8 8 -10 10 11 12 13 14 -16 17 -18 -19 22 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0063440080998199326 0.001547456322819926 -5.5116972053479971e-05 -0.0014441533295515305 0.0012356096956258021 0.00080804681525595734 0.0056565348499134421 -0.00036840676588730686 0.0013216225896030666 0.0043740534368196448 0.0020186647582291204 0.0044002270005876198 0.0036495521350804229 -0.0036705504427663981 0.0038830634623688333 -0.00041154811721450343 0.0027534816387252744 0.0057585111908459415 0.0061698426507064141 0.0054815510010071608 -0.00089284073772086291 0.0030795719339692497 0.0060665504114391904 0.0065409787512511353 -0.0013448091573081912 0.0076296088995323301 0.00047565075862956676 0.004463665273155587 -9.3443827184576863e-05 0.0031427959393477071 0.0032232105651129844
leaf_weight=21 250 33 24 63 31 32 27 27 62 22 28 23 20 24 36 26 30 20 44 21 1334 24 22 20 21 38 171 24 20 583
leaf_count=21 250 33 24 63 31 32 27 27 62 22 28 23 20 24 36 26 30 20 44 21 1334 24 22 20 21 38 171 24 20 583
internal_value=0 0.00311757 0.00166444 0.00315638 0.0032023 0.00323081 0.00186828 0.00204643 0.00344804 0.0032055 0.00234579 0.00161918 0.00086317 6.20848e-05 0.0013063 0.00327105 0.00417627 0.00323881 0.00321385 0.00300329 0.00306157 0.00313236 0.00353891 0.000971616 0.00346561 0.00336211 0.00325766 0.00339354 0.00544092 0.00350453
internal_weight=0 2731 390 2698 2635 2604 366 339 89 2583 183 131 103 80 60 2400 52 2368 2348 1425 1404 1358 923 46 901 857 816 778 41 754
internal_count=3121 2731 390 2698 2635 2604 366 339 89 2583 183 131 103 80 60 2400 52 2368 2348 1425 1404 1358 923 46 901 857 816 778 41 754
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=31
num_cat=0
split_feature=1 401 1213 1 1456 1348 12 13 16 13 48 13 42 51 39 3 148 483 15 1456 1446 48 13 0 16 1210 3 16 3 149
split_gain=0.0587631 0.0391682 0.0549341 0.0483052 0.0278027 0.0227653 0.0218598 0.0354933 0.0258746 0.0398112 0.0226315 0.0186512 0.0371135 0.0182308 0.0167479 0.0146835 0.0141721 0.0153825 0.0171849 0.0149661 0.0279489 0.0200404 0.018221 0.0351975 0.018362 0.026463 0.0254045 0.0213955 0.0171741 0.0141323
threshold=0.089625000000000024 0.11061500000000002 0.0036000000000000003 0.16773500000000005 -0.083354999999999999 0.091105000000000005 -0.010834999999999999 -0.14819499999999997 -0.42170999999999997 -0.39067499999999994 0.15274000000000001 -0.0079349999999999993 -0.0060199999999999993 0.14122000000000004 0.090190000000000006 0.10732000000000001 1.0000000180025095e-35 0.10143000000000001 -0.46743999999999997 -0.062944999999999987 0.037915000000000011 0.12474000000000002 -0.081029999999999977 -0.087634999999999977 -0.082404999999999992 -0.00064999999999999986 -0.078344999999999984 -0.092124999999999985 -0.24190499999999995 0.079000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 -2 6 11 8 -8 -10 13 -6 -13 16 -14 29 17 18 -9 -20 21 22 23 -21 27 -26 28 -24 -27 -1
right_child=1 -3 -4 -5 5 -7 7 10 9 -11 -12 12 14 -15 -16 -17 -18 -19 19 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0029738986032998658 0.00519331094265605 0.0061637992084876683 -0.0027379372690726697 -0.0025416407797654922 0.0018592240059646132 -0.001005510163857885 0.0030189322424121201 0.0054080474949269389 0.0012549805346431888 -0.0040370628207234581 -0.00056520067621022461 0.0032167461446740413 -0.0039429913443746042 0.0054443581710354643 0.00014942516165319833 0.00056810708483681085 0.00012215529335662725 0.00054520755277605662 0.00026798428523100237 0.0038468012068187821 0.0063372945777424002 0.0058638256206177174 0.0024224017079909751 -0.0017814988940954208 0.0066496660644632015 0.0041652620033991918 0.0039645368291961929 -0.0011785662999110563 0.0015203695417721204 0.0051981533797265129
leaf_weight=1907 30 23 24 22 245 23 32 27 44 21 20 22 20 26 20 25 20 28 22 20 23 20 77 25 21 31 135 21 118 29
leaf_count=1907 30 23 24 22 245 23 32 27 44 21 20 22 20 26 20 25 20 28 22 20 23 20 77 25 21 31 135 21 118 29
internal_value=0 0.00207821 0.00199557 0.00209764 0.00219119 0.0021063 0.00217526 0.00247265 0.000691203 -0.000454757 0.00274521 0.00146712 -8.2305e-05 0.00285304 -0.00189678 0.00297612 0.00273846 0.00283058 0.00294908 0.00281966 0.00293399 0.00276674 0.00262847 0.000719968 0.00284158 0.0032242 0.00297091 0.00165077 0.00207065 0.00300722
internal_weight=0 1160 1137 1113 1091 1061 1038 731 97 65 634 307 62 614 40 1961 588 568 540 513 491 468 448 45 403 305 284 98 149 1936
internal_count=3121 1160 1137 1113 1091 1061 1038 731 97 65 634 307 62 614 40 1961 588 568 540 513 491 468 448 45 403 305 284 98 149 1936
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=31
num_cat=0
split_feature=4 2 3 10 15 48 1446 39 160 484 52 1374 160 4 1429 2 14 160 15 4 1428 51 1452 49 49 1453 1447 1447 159 133
split_gain=0.0510761 0.0251141 0.0214426 0.0189895 0.017741 0.0198083 0.0417002 0.0202712 0.0193739 0.0366464 0.0309267 0.0272783 0.0337179 0.0357519 0.0333966 0.0438881 0.0233051 0.0219471 0.0334323 0.0206864 0.0191011 0.0191757 0.0260752 0.028157 0.027071 0.0211262 0.0212565 0.02841 0.024468 0.0204059
threshold=0.26450500000000005 0.17025000000000004 0.63141500000000017 -0.15282499999999996 -0.14712999999999996 0.088735000000000022 0.091725000000000015 0.094095000000000026 -0.089744999999999978 -0.081614999999999979 0.5140450000000002 0.086000000000000007 -0.063384999999999983 -0.0019149999999999998 0.083960000000000021 0.087995000000000004 0.084525000000000003 -0.078564999999999982 -0.013969999999999998 -0.16363499999999997 -0.066124999999999989 -0.23681499999999997 0.10204000000000001 0.091115000000000015 0.0034800000000000005 -0.048199999999999993 -0.085684999999999997 -0.082344999999999988 -0.021064999999999997 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 8 7 -7 9 -6 11 12 13 14 17 -16 20 18 -10 -11 -14 -22 23 24 25 -23 -27 -28 -29 -30
right_child=2 -3 -4 -5 5 6 -8 -9 10 19 -12 -13 16 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0037042732137398653 -0.00093172784914107368 -0.00021094069020226457 -0.0018816352041903885 0.0016928387543435641 0.0069037044492478552 0.0023221447654833793 -0.0024348055001940918 -0.000770484180311146 0.0065673599376653638 0.0061199352463881954 -0.0012434597000141037 0.0055190211662556983 -0.00019065096680803792 -0.0016973266968681644 -0.0023048621422744222 0.0026031856903022056 -0.00076383321778848766 0.00080137974582612521 0.00204731155891851 0.0028010728456279912 0.0039558609306518718 4.598395389621146e-05 0.0059564714775542206 0.00083930241990457758 0.004848381063308229 0.0051142939366400249 -0.0011585337261203676 0.0055111955325440349 0.003306055611331734 0.0023411375419189551
leaf_weight=130 30 33 20 340 26 270 22 23 30 20 22 30 23 34 35 38 20 29 36 308 115 32 23 89 55 34 20 29 288 917
leaf_count=130 30 33 20 340 26 270 22 23 30 20 22 30 23 34 35 38 20 29 36 308 115 32 23 89 55 34 20 29 288 917
internal_value=0 0.00253103 0.00130764 0.00148004 0.00256456 0.00250687 0.0017641 0.00207938 0.00261072 0.0032899 0.00248411 0.0025278 0.00247921 0.00125993 0.00185842 0.000250012 0.00262894 0.00309436 0.00410188 0.00300344 0.00267069 0.00271177 0.00261556 0.00256307 0.00267465 0.00258407 0.00264713 0.00258024 0.00264084 0.00257176
internal_weight=0 2731 390 370 2698 2568 315 293 2253 354 1899 1877 1847 202 168 73 1645 95 66 328 1625 1602 1487 1464 1375 1320 1288 1254 1234 1205
internal_count=3121 2731 390 370 2698 2568 315 293 2253 354 1899 1877 1847 202 168 73 1645 95 66 328 1625 1602 1487 1464 1375 1320 1288 1254 1234 1205
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=31
num_cat=0
split_feature=1 3 4 12 4 2 1 2 14 2 2 2 0 47 1 49 12 50 52 2 39 4 15 43 124 3 43 16 475 3
split_gain=15.1558 1.83887 1.47761 1.21045 0.948366 0.729395 0.611793 0.587429 0.497219 0.393904 0.413517 0.308939 0.210529 0.276827 0.237057 0.204623 0.187235 0.180001 0.17298 0.169763 0.154427 0.140892 0.133436 0.132296 0.12544 0.121655 0.174357 0.104039 0.103628 0.0993527
threshold=0.10752500000000002 -0.059315 0.27834500000000006 -0.010834999999999999 0.27834500000000006 0.14753000000000002 0.09253500000000002 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10803500000000001 0.13754500000000003 -0.11173999999999999 0.078875000000000015 0.085605000000000014 -0.012034999999999999 0.09141500000000001 0.041865000000000006 -0.56176499999999996 0.097070000000000004 0.096625000000000016 -0.52556499999999995 -0.41942499999999994 -0.00045499999999999995 -0.081214999999999982 0.30112000000000005 -0.078654999999999989 -0.085254999999999984 -0.066784999999999983 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 15 9 19 8 12 24 -11 18 13 14 -5 -2 21 22 -9 -1 25 -14 -7 -6 -3 26 -12 -8 -20 -30
right_child=1 5 -4 7 23 17 27 11 -10 10 20 -13 16 -15 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.000804615776523266 0.00050472099151389264 0.00034975802098650174 0.00045164958900026418 0.0007478563565444323 0.00030343845664946472 0.00024547002130604278 0.00059833414693825893 0.00085516426698455236 0.00094265247864458869 0.00060224491793290128 0.00029517010671091591 0.0005401073658377896 0.00095688006304718955 0.00090965985917911484 0.0005527323716104784 0.000723551379203898 0.00075996383418575585 0.0003395897551469079 0.00079761285717938602 0.00063522597957475508 0.00026001276300438364 0.00080188146018124018 7.5638268095995351e-05 0.00047078625039031412 0.000203207726701554 0.00032398242096440131 0.00049254195526571417 0.00044322822364716746 0.00061542234440336175 0.00071547355980982436
leaf_weight=45 20 43 59 54 32 29 23 37 81 42 22 37 23 21 43 92 512 23 49 46 31 1145 46 42 47 42 79 60 45 251
leaf_count=45 20 43 59 54 32 29 23 37 81 42 22 37 23 21 43 92 512 23 49 46 31 1145 46 42 47 42 79 60 45 251
internal_value=0 0.000409338 0.000758313 0.000765632 0.000570668 0.000335063 0.000607951 0.000777572 0.000792375 0.000382212 0.000427623 0.000711184 0.000785605 0.000705547 0.000661358 0.000684475 0.000791229 0.000187842 0.000727754 0.00071899 0.000385472 0.000804934 0.000141307 0.00039842 0.000273226 0.00041267 0.00044955 0.000486209 0.00071409 0.000700263
internal_weight=0 590 2531 2472 186 404 174 2298 1879 306 216 419 1798 118 97 112 1680 98 382 91 174 1168 75 74 90 143 101 83 345 296
internal_count=3121 590 2531 2472 186 404 174 2298 1879 306 216 419 1798 118 97 112 1680 98 382 91 174 1168 75 74 90 143 101 83 345 296
is_linear=0
shrinkage=0.00196078


Tree=7965
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 2 4 1 2 14 4 1 3 43 50 457 1 1 12 49 49 15 4 0 13 159 13 52 47 2
split_gain=13.5576 1.75036 1.45455 1.32974 1.11518 0.68514 0.534969 0.434198 0.404492 0.338756 0.319575 0.287504 0.234558 0.334943 0.204371 0.178735 0.397585 0.176329 0.206395 0.162713 0.125627 0.12245 0.121811 0.137648 0.133457 0.122826 0.112871 0.110902 0.100252 0.0999754
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.14122000000000004 0.27044500000000005 0.09253500000000002 0.089885000000000007 0.076175000000000007 0.41379000000000005 0.12958500000000003 0.30112000000000005 -0.013199999999999998 0.041865000000000006 0.080930000000000016 0.084525000000000003 0.085605000000000014 0.082480000000000012 -0.012034999999999999 -0.054319999999999993 -0.068899999999999975 0.04735000000000001 0.18019500000000002 -0.16152999999999998 0.030370000000000005 -0.093219999999999983 1.0000000180025095e-35 0.089640000000000011 0.17760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 8 19 -4 9 17 12 -12 13 -2 29 22 -17 -1 -19 -5 -9 -15 23 24 -10 26 -26 -24 -21 -3
right_child=1 14 7 6 -6 -7 -8 20 15 -11 11 -13 -14 21 -16 16 -18 18 -20 28 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00076324113711383028 0.00037005236441918228 0.00019485542353129748 0.00067739078931879971 0.00049506739749774042 0.00041659814527781767 0.00047690680171245026 0.0004011315717353567 0.00048752085744019813 0.00058203163660234874 0.00090017702740297838 0.00037923619707474132 0.00020318683701424484 0.00029550481762243534 0.00067717615700415364 0.00032329908949536043 0.00073901950838226895 0.00040900166434984579 0.00061542673114407017 0.00073312349020177297 0.00078111967468925242 0.00032900050894476207 0.00049186351307950525 0.00062593122786181734 0.0005603068519164535 0.00086231988295564909 0.00080967509803268726 0.00071574342871526177 0.00071884881937770177 0.00064491560544100942 7.0235135370037616e-05
leaf_weight=893 63 55 34 20 45 41 44 40 24 58 75 68 41 26 30 32 25 67 395 31 37 29 116 20 21 68 529 86 63 45
leaf_count=893 63 55 34 20 45 41 44 40 24 58 75 68 41 26 30 32 25 67 395 31 37 29 116 20 21 68 529 86 63 45
internal_value=0 0.000382256 0.000712319 0.000439032 0.000722386 0.00072818 0.000584782 0.000492839 0.000732594 0.000753434 0.000362778 0.00029552 0.000423268 0.00046766 0.000181358 0.000700622 0.000594275 0.000747153 0.000716055 0.000655664 0.000411349 0.000579466 0.000707638 0.000720498 0.000725489 0.00073106 0.00072134 0.00066549 0.000689834 0.000138776
internal_weight=0 590 2531 460 2420 2375 158 111 2334 1413 302 143 159 118 130 921 57 1355 462 114 77 55 864 662 642 618 550 202 94 100
internal_count=3121 590 2531 460 2420 2375 158 111 2334 1413 302 143 159 118 130 921 57 1355 462 114 77 55 864 662 642 618 550 202 94 100
is_linear=0
shrinkage=0.00196078


Tree=7966
num_leaves=31
num_cat=0
split_feature=1 11 4 1 482 0 16 44 2 457 9 124 2 16 150 43 0 131 1 52 158 159 158 1212 4 2 448 49 49 43
split_gain=0.0998815 0.0280672 0.0257846 0.0246677 0.021167 0.0323048 0.0239804 0.020049 0.0226228 0.0260433 0.021485 0.01813 0.0169806 0.016109 0.0184432 0.015946 0.0321468 0.0184832 0.01543 0.0144047 0.0141927 0.0178624 0.0166821 0.0260177 0.0168623 0.0164168 0.0163011 0.0172521 0.0194047 0.0753243
threshold=0.10293500000000001 0.084110000000000004 0.40124500000000002 0.14262000000000002 0.090355000000000005 -0.0058249999999999994 -0.40995499999999996 0.094585000000000016 0.11389000000000002 0.079590000000000008 -1.0000000180025095e-35 -0.084284999999999985 0.092235000000000025 -0.44310499999999992 0.089910000000000018 -0.073959999999999984 -0.11437499999999999 0.09031500000000002 0.10727500000000002 -0.034054999999999995 0.085030000000000008 0.11109000000000001 0.10398500000000001 0.087685000000000013 -0.011559999999999999 0.083215000000000011 -0.085914999999999991 0.11560500000000001 0.085970000000000005 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 7 5 6 -5 8 9 10 11 -2 20 -14 -15 16 -12 -18 -11 -8 21 26 25 24 -24 -22 -1 28 -28 -30
right_child=1 -3 -4 4 -6 -7 19 -9 -10 18 15 -13 13 14 -16 -17 17 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0065671215101610865 0.0029081849739528622 0.0037485303745848973 0.00015964296286587014 -0.0017092787067998539 0.0035104041243903339 -0.0036198726738803089 0.00056171268542212522 0.0053675058565568184 0.0013157244658199563 0.0020766283618286253 -0.0007806776176122102 -0.0010423099581419678 0.0047123340932916057 0.0031741774642488384 0.00035432498067772635 0.0043402959106871013 0.0052132192572268352 0.0021419590219941944 -0.0015880445879884065 0.0042232692951247805 0.004075461286120117 0.00079439437194239531 0.0062997030056509617 0.00095245159261495526 0.0032147551787441928 0.0074511382896590098 0.0036216424584920937 0.0013197070437793931 0.0085816874712830987 0.0033201959957498022
leaf_weight=20 26 105 22 22 20 20 22 20 201 27 22 21 66 691 24 110 36 43 20 21 25 21 37 23 34 34 1229 30 39 90
leaf_count=20 26 105 22 22 20 20 22 20 201 27 22 21 66 691 24 110 36 43 20 21 25 21 37 23 34 34 1229 30 39 90
internal_value=0 0.00223469 0.00356731 0.00198278 0.00058336 -0.000105356 0.000976034 0.00226213 0.00213939 0.0026822 0.0030766 0.00114307 0.00359903 0.00321751 0.00307953 0.00350729 0.00260005 0.00354152 0.000517193 0.00234991 0.00378738 0.00368938 0.00470276 0.0038755 0.0048224 0.00602077 0.00373255 0.00369171 0.00374411 0.00491088
internal_weight=0 736 2385 631 105 85 65 526 506 305 258 47 2363 781 715 211 101 79 47 43 1582 1429 153 94 71 59 1408 1388 1358 129
internal_count=3121 736 2385 631 105 85 65 526 506 305 258 47 2363 781 715 211 101 79 47 43 1582 1429 153 94 71 59 1408 1388 1358 129
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 15 39 2 2 457 14 52 1 0 4 0 160 4 4 160 150 4 42 160 42 0 2 133 49 13
split_gain=0.0814038 0.0338786 0.0261089 0.0348196 0.0222697 0.0203682 0.0241262 0.0245259 0.0278886 0.0224773 0.0192129 0.0210009 0.0252767 0.0191288 0.0467163 0.0512922 0.0324595 0.0241405 0.0180015 0.0216142 0.0190869 0.0169291 0.0168353 0.021066 0.0203965 0.0186052 0.0181233 0.0291127 0.0160505 0.0168988
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.25063000000000007 -0.15914499999999995 0.056590000000000008 -0.055814999999999997 0.094835000000000017 0.29113500000000009 0.019675000000000002 -0.088204999999999992 0.082535000000000011 -0.11013499999999998 0.0033150000000000007 -0.15599999999999997 -0.059339999999999997 0.181285 0.0033150000000000007 -0.55323499999999981 -0.073399999999999979 -0.52556499999999995 0.11934000000000002 -1.0000000180025095e-35 0.087665000000000007 -0.070154999999999981 0.12198500000000001 0.092845000000000011 0.089420000000000013 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 28 9 -8 -9 10 13 -12 -13 14 15 -7 -16 -18 19 -15 -21 -22 23 24 -20 -26 27 -25 -4 -30
right_child=4 -3 5 -5 -6 6 7 8 -10 -11 11 12 -14 18 16 -17 17 -19 22 20 21 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.0020583783953704617 0.0017697826898440496 0.00099544766708277162 0.0066636284464038908 0.0033964316435158254 -0.0013746553881598326 0.0029546362242068758 -0.0012932951096445322 0.0046819495197269138 0.001557690215355251 0.00026851000962778925 0.0025746102653572273 0.004306465879845847 0.0087403878383338456 0.00066714545246213683 0.00096220855787396446 -0.0026208614017708565 0.0075384247526526452 0.0029393251857679089 0.0023173907159955479 0.0058498598211868249 0.0055682155471812522 0.0033769264493366045 -0.00019998985808342696 0.0025603686812277547 0.0061845518668467948 0.0027232452053188656 0.0048753344952794063 -0.00050880928978412642 0.0060310346866026526 0.0023472517947525241
leaf_weight=22 366 73 29 25 24 33 20 40 100 25 29 36 20 28 25 33 25 21 51 33 36 1706 20 117 44 24 21 42 20 33
leaf_count=22 366 73 29 25 24 33 20 40 100 25 29 36 20 28 25 33 25 21 51 33 36 1706 20 117 44 24 21 42 20 33
internal_value=0 0.00312074 0.00317911 0.000843116 0.00157628 0.00322116 0.00317086 0.00198238 0.00245034 0.00325113 0.00328294 0.00475887 0.00589001 0.00322741 0.00208216 0.000166887 0.00386256 0.00543884 0.00330135 0.00342386 0.00346735 0.00342221 0.0026089 0.00279679 0.00382912 0.00496291 0.00211431 0.00174964 0.00477226 0.00373736
internal_weight=0 2731 2658 47 390 2611 2529 160 140 2369 2344 85 56 2259 137 66 71 46 2122 1803 1775 1742 319 299 119 68 180 159 82 53
internal_count=3121 2731 2658 47 390 2611 2529 160 140 2369 2344 85 56 2259 137 66 71 46 2122 1803 1775 1742 319 299 119 68 180 159 82 53
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=31
num_cat=0
split_feature=1 124 45 147 148 0 9 3 3 13 1 13 153 158 1456 484 1453 1213 2 480 13 483 12 48 43 128 43 159 12 1447
split_gain=0.0677762 0.0255832 0.0230877 0.0187074 0.0328212 0.0287607 0.0213823 0.0202618 0.0167841 0.0380602 0.0237518 0.0193382 0.0141346 0.0152937 0.0435179 0.0169744 0.0225784 0.0260828 0.021858 0.0210542 0.0169059 0.0222008 0.0240881 0.0240245 0.0364563 0.0229837 0.0191492 0.017771 0.0273383 0.0183484
threshold=0.12082500000000002 -0.077709999999999987 0.084355000000000013 0.089365000000000014 -0.08224999999999999 -0.098289999999999975 0.081890000000000004 -0.083784999999999984 0.11296500000000002 -0.42195999999999995 0.11039500000000001 -0.16152999999999998 0.084695000000000006 0.07968500000000002 0.11027500000000001 0.062030000000000009 -0.049419999999999992 -0.07797999999999998 0.085515000000000022 -1.0000000180025095e-35 0.038215000000000006 0.088070000000000009 0.082095000000000015 0.093265000000000015 -0.51144999999999985 0.09585500000000001 -0.088909999999999989 -0.085489999999999997 0.083985000000000018 -0.085024999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 8 -8 11 -10 -11 -3 13 20 15 16 19 -18 -17 -15 27 22 26 24 -24 -26 -22 28 -13 -29
right_child=-2 2 -4 4 5 -7 7 -9 9 10 -12 12 -14 14 -16 18 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.0016151475596458333 0.0012610353476804267 0.00037564236748342719 0.0059580110207510494 0.0039960258166372243 -0.0027505450350872708 0.0021980149463912391 0.0074313598859589549 0.002983955444679374 0.0048774017527213566 -0.0025185419569342315 0.0016520690489819066 0.0065605472658775872 0.00028331380919553338 0.0046943452918813341 -0.00080065543530508879 -0.00016018719412386418 0.0079086549006975627 0.0044298773964068722 0.0043600381271022819 0.00026761747642674235 0.0017243020799166215 0.0052740569903769281 0.0065234030956741089 -0.00073954963084796202 0.0026217310430395775 -0.00060074315266683701 -0.0024653851892799139 0.00063047361715386316 0.0033752816135162104 0.0029150995248419594
leaf_weight=173 322 30 24 28 24 23 20 21 23 22 36 31 20 21 20 20 26 126 23 22 24 22 22 23 193 25 20 36 206 1495
leaf_count=173 322 30 24 28 24 23 20 21 23 22 36 31 20 21 20 20 26 126 23 22 24 22 22 23 193 25 20 36 206 1495
internal_value=0 0.00279303 0.00287062 0.00284215 0.00128573 -0.000328909 0.00288834 0.00515342 0.00285098 0.00143515 7.01132e-05 0.00289867 0.00293054 0.00295302 0.00367954 0.00405603 0.00445261 0.00502493 0.00225761 0.00242951 0.00286363 0.00220543 0.00198553 0.00234784 0.00264371 0.00225218 -0.000180101 0.00298612 0.00379192 0.00286138
internal_weight=0 2799 2626 2602 75 47 2527 41 2486 81 58 2405 2375 2355 258 238 195 152 43 43 2097 329 307 263 240 218 44 1768 237 1531
internal_count=3121 2799 2626 2602 75 47 2527 41 2486 81 58 2405 2375 2355 258 238 195 152 43 43 2097 329 307 263 240 218 44 1768 237 1531
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 4 3 13 2 2 14 15 15 131 51 48 106 130 13 160 43 1 2 1 12 1447
split_gain=9.73033 1.49384 1.03221 0.874573 0.690894 0.462089 0.435914 0.339723 0.278166 0.246847 0.219249 0.17221 0.159792 0.158584 0.155096 0.139601 0.0982119 0.091071 0.0889485 0.085622 0.085198 0.0832553 0.108962 0.17259 0.0809278 0.0791907 0.073265 0.0730693 0.0714654 0.0702626
threshold=0.10538500000000002 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.077845000000000011 -0.072334999999999997 0.092670000000000016 -0.082199999999999981 0.14530500000000005 0.25063000000000007 0.062655000000000016 -0.089024999999999979 -0.15914499999999995 0.090385000000000007 0.13705500000000001 0.092475000000000016 0.087690000000000004 -0.076894999999999977 -0.0044799999999999987 -1.0000000180025095e-35 -0.080324999999999994 0.10060500000000001 -0.0091949999999999983 0.11588000000000001 -0.07983999999999998 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 12 6 9 27 -5 14 11 -11 20 18 19 -12 -13 -2 -4 29 21 -3 28 -24 26 -18 -10 -6 -23 -1
right_child=1 2 13 8 7 -7 -8 -9 24 10 15 16 -14 -15 -16 -17 25 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073822451408441154 0.00066317238790147446 0.00022787266559358958 0.0001965648424449585 0.00059915570808308466 0.00062317211029216718 0.00041543516917898004 0.00037774780032021375 0.00033555318683851758 0.00032307816570212528 0.00064426361833536637 0.00058042423410061136 0.00068015039025568489 0.00016661411634299393 7.1033014150433777e-05 0.00075115507105965413 0.00036418395907138331 0.0005941460004416615 0.0005152411186714578 0.00033815226134131934 0.00052683083396103266 0.00021322145925273654 0.00035358049510896222 0.0005381733493747394 0.00035179394169473178 0.00026623253092294979 0.00047949667520869786 0.00047515197993936857 0.00050721469430622197 0.00026177072959348132 0.00064476453683524719
leaf_weight=32 48 23 116 28 39 41 27 37 21 470 24 50 25 36 56 22 664 24 20 23 22 78 26 72 21 24 29 45 56 922
leaf_count=32 48 23 116 28 39 41 27 37 21 470 24 50 25 36 56 22 664 24 20 23 22 78 26 72 21 24 29 45 56 922
internal_value=0 0.000347108 0.000314829 0.000614187 0.000366906 0.000621777 0.000625433 0.000492098 0.000433649 0.000628357 0.000609868 0.000614927 0.000316746 0.000186754 0.000650801 0.000477005 0.000596244 0.000613862 0.000217387 0.000645049 0.000330296 0.000340397 0.000351552 0.000401242 0.000368379 0.000590147 0.000411281 0.000561052 0.000315212 0.000647899
internal_weight=0 667 595 2454 423 2355 2314 121 99 2287 1254 1208 302 172 1033 46 738 72 136 977 277 255 232 98 71 688 50 84 134 954
internal_count=3121 667 595 2454 423 2355 2314 121 99 2287 1254 1208 302 172 1033 46 738 72 136 977 277 255 232 98 71 688 50 84 134 954
is_linear=0
shrinkage=0.00196078


Tree=7970
num_leaves=31
num_cat=0
split_feature=4 2 3 0 106 13 0 12 0 0 148 4 16 131 1375 151 48 14 16 39 13 13 160 483 1454 1456 52 52 399 1213
split_gain=0.0794172 0.0338458 0.0256748 0.0207907 0.016813 0.0164549 0.0201597 0.0207689 0.0205227 0.0324075 0.0188614 0.0206337 0.0167542 0.0164811 0.0163982 0.0231016 0.0166435 0.015936 0.0159333 0.0152729 0.0277736 0.0196661 0.0131471 0.0177567 0.0217191 0.0195006 0.0152177 0.0198233 0.0280063 0.0262649
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.089620000000000019 0.085655000000000009 1.0000000180025095e-35 -0.010949999999999998 0.10124000000000001 -0.10474999999999998 -0.15931499999999996 -0.063899999999999985 0.42642000000000008 -0.54165499999999989 0.087580000000000005 -0.16449999999999998 -0.044604999999999992 -0.098424999999999985 -0.23960999999999996 -0.44310499999999992 0.10076500000000001 0.27266500000000005 -0.0018299999999999998 0.62940000000000007 -0.095084999999999989 0.083800000000000013 -0.069024999999999989 -0.56176499999999996 -0.034054999999999995 1.0000000180025095e-35 0.058610000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 14 6 7 8 9 10 -2 12 -12 -11 15 -1 -16 -18 -7 20 22 -21 23 24 25 -19 -25 28 29 -28
right_child=3 -3 -4 -5 -6 18 -8 -9 -10 13 11 -13 -14 -15 16 -17 17 19 -20 21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0036277034643875518 0.004026862015016377 -0.00016614497642766573 0.0010608847525190868 -0.0015690984980513652 0.00078851522487257764 0.0018353780891811767 0.0043007977730171246 -0.0012620448198338802 0.00072051222564317708 0.0032467508408309965 0.0010569601933556525 0.0026959226725416052 -0.0029421261040261017 0.0066071937175001955 0.0055479572700529271 -0.00072309473314537457 0.0058818565193741101 0.0076595020625973122 -0.0013724611117140739 0.0033303634049370889 0.006466551806777715 -0.00067721191929498068 0.00056304936006199566 0.0047261079769073564 0.0018022748922584984 0.0041683899920523498 0.0025615011417185487 0.0032238038106063142 -0.0010303688565424334 0.0062478605355136101
leaf_weight=23 20 33 63 21 31 30 33 22 89 54 22 27 20 20 29 26 21 24 32 25 25 24 20 55 23 48 575 1645 21 20
leaf_count=23 20 33 63 21 31 30 33 22 89 54 22 27 20 20 29 26 21 24 32 25 25 24 20 55 23 48 575 1645 21 20
internal_value=0 0.00301699 0.00305593 0.0014915 0.00310363 0.00166568 0.00196578 0.00168455 0.00194179 0.00260863 0.0013229 0.000539138 -0.000847367 0.00415498 0.00313119 0.00131912 0.00316594 0.00313859 0.000179719 0.0031156 0.00315047 0.00136747 0.00311637 0.00313755 0.00447751 0.00533209 0.00308259 0.00304261 0.00255874 0.00268541
internal_weight=0 2731 2698 390 2635 369 307 274 252 163 89 69 42 74 2604 49 2555 2526 62 2505 2456 49 2431 2411 95 72 2316 2261 616 595
internal_count=3121 2731 2698 390 2635 369 307 274 252 163 89 69 42 74 2604 49 2555 2526 62 2505 2456 49 2431 2411 95 72 2316 2261 616 595
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 1 2 0 49 4 1 49 39 50 0 156 15 40 52 52 3 0 1 2 4 50
split_gain=5.32248 0.886029 0.47326 0.340158 0.328914 0.281113 0.229642 0.20354 0.176815 0.168117 0.13561 0.105988 0.175939 0.110186 0.107774 0.0986973 0.0889414 0.0812719 0.0700237 0.078345 0.0584827 0.0583982 0.0555688 0.0544618 0.0517918 0.0511226 0.0502218 0.0474506 0.0469472 0.0456288
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.14753000000000002 0.27834500000000006 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10731 0.077845000000000011 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.085605000000000014 -0.054984999999999992 0.096625000000000016 0.041865000000000006 -0.079119999999999982 -1.0000000180025095e-35 -0.095869999999999983 -0.077474999999999988 0.12603000000000003 -0.56176499999999996 -0.12711499999999995 -0.14723999999999998 0.13075500000000004 0.31358000000000003 -0.073934999999999987 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 15 6 11 21 -9 -4 23 12 14 18 25 -2 22 27 29 -20 -16 -3 -10 -7 -21 -1 -6 -5 -26 -13
right_child=1 3 9 17 26 10 -8 8 16 -11 -12 13 -14 -15 20 -17 -18 -19 19 24 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00050654994979514685 0.00028804063593840918 0.00020042569581967066 0.00043790349397672656 0.00010061598134394312 0.00028076678842583948 0.00050038807094097135 0.00056517242278777058 0.000343849653809312 0.00023083157087456561 0.00025698555268746285 0.00029579589528285903 0.00047805072498118456 0.00052613742032731536 0.00040331675404678977 0.00039424309689624636 0.00042514887396680439 0.00013252238580154131 0.000200018021758433 0.00055551013170097592 0.00036995085986408832 0.00026264026425196478 0.00010419875961095097 0.00033493257256324787 0.00041061180458461949 0.00046090650790313174 0.00038350365600508938 0.00017488650538188878 -5.1121130430450043e-06 0.00041300268634312192 0.00043718672106368711
leaf_weight=21 24 48 28 51 61 28 79 67 138 67 39 1029 36 116 20 127 32 23 23 39 37 49 23 360 240 34 24 24 117 117
leaf_count=21 24 48 28 51 61 28 79 67 138 67 39 1029 36 116 20 127 32 23 23 39 37 49 23 360 240 34 24 24 117 117
internal_value=0 0.000250945 0.000445971 0.000200378 0.000348436 0.00045149 0.000461668 0.000228468 0.000257065 0.000310309 0.000406012 0.000457197 0.000406893 0.000461626 0.000368565 0.000403357 0.000226937 9.80524e-05 0.000465948 0.000444257 0.000308817 0.000151816 0.000245703 0.000417091 0.000437795 0.000430485 0.000250871 6.6783e-05 0.000445207 0.000473879
internal_weight=0 691 2430 455 236 2335 1908 357 260 95 427 1829 148 1681 112 151 193 98 1565 419 57 97 161 388 396 55 85 75 357 1146
internal_count=3121 691 2430 455 236 2335 1908 357 260 95 427 1829 148 1681 112 151 193 98 1565 419 57 97 161 388 396 55 85 75 357 1146
is_linear=0
shrinkage=0.00196078


Tree=7972
num_leaves=31
num_cat=0
split_feature=1 124 33 4 49 457 10 0 3 401 40 12 0 1 4 0 1 3 11 40 15 3 16 1209 402 403 3 400 12 3
split_gain=0.083973 0.0281362 0.0202959 0.0193781 0.0282959 0.0207393 0.0158571 0.0413351 0.0299708 0.0289073 0.0212642 0.0261078 0.0150049 0.0198189 0.0263935 0.0155326 0.0290705 0.0216258 0.0200805 0.0211626 0.016253 0.0167659 0.0159471 0.0233076 0.0197848 0.0388899 0.0322604 0.0302041 0.0228324 0.0255813
threshold=0.12082500000000002 -0.077709999999999987 0.082285000000000011 0.36766000000000004 -0.047584999999999995 0.26807500000000006 -0.074314999999999978 -0.052984999999999997 -0.13309499999999996 0.085900000000000018 0.051255000000000002 -0.097494999999999984 -0.14920999999999998 0.077565000000000009 0.022185000000000003 -0.13843999999999998 0.086105000000000015 0.076840000000000006 0.096970000000000015 -0.078349999999999989 0.13592500000000005 -0.055119999999999995 -0.083539999999999989 -0.085744999999999988 -0.10770499999999998 -0.084674999999999986 -0.083489999999999995 -0.080619999999999983 0.084405000000000022 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 12 7 -2 -8 10 11 -10 13 -3 -15 16 -14 -18 19 -17 22 -22 24 -24 -21 26 -26 -27 29 -29
right_child=6 2 -4 4 -6 -7 8 -9 9 -11 -12 -13 15 14 -16 18 17 -19 -20 20 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=0.001797049884195507 0.0019961037087224184 0.0069988257517772066 0.006138263655487787 -0.0014185173944993453 0.0025911200451611714 0.0006551403724270958 0.0052599656783665219 -0.0038349760579876602 0.0052844836757603014 -0.0021350125041366976 -0.00082030021275083229 0.0016306424974738385 0.0042512903239444967 0.0026985561141969062 0.0057760846170755789 0.006351463722863368 -0.0018312638155184688 0.0024675958840486025 9.1482099378481517e-06 0.0060944986948367934 -0.00060449111194390323 0.0030696257017552853 0.00011814223533427275 0.0030825338283727026 0.0032476461400689841 0.0077352074146620001 1.3221039747198425e-05 0.0078615925792190761 0.003484019439965682 0.0035842430480787983
leaf_weight=173 31 21 22 22 88 33 21 20 22 22 30 176 28 87 41 21 25 22 20 31 23 27 27 1502 78 20 51 27 381 29
leaf_count=173 31 21 22 22 88 33 21 20 22 22 30 176 28 87 41 21 25 22 20 31 23 27 27 1502 78 20 51 27 381 29
internal_value=0 0.0030323 0.00311368 0.00308813 0.00178919 0.00314542 0.00132705 -0.000290594 0.00163148 0.00132669 0.00166071 0.00203662 0.00317881 0.00415147 0.00368433 0.00311612 0.00170056 0.000180968 0.00316358 0.00319204 0.00316183 0.00137953 0.00320335 0.00303019 0.00363248 0.00350224 0.00196892 0.00393506 0.00376114 0.00564654
internal_weight=0 2799 2626 2604 110 2494 322 51 271 250 228 198 2461 149 128 2312 75 47 2237 2217 2196 50 2146 1529 617 586 129 457 437 56
internal_count=3121 2799 2626 2604 110 2494 322 51 271 250 228 198 2461 149 128 2312 75 47 2237 2217 2196 50 2146 1529 617 586 129 457 437 56
is_linear=0
shrinkage=0.1


Tree=7973
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 0 49 1 4 49 150 4 1 12 4 1 124 39 1 50 12 0 0 43
split_gain=9.42693 1.54961 0.826105 0.680177 0.553931 0.51779 0.412234 0.317355 0.306647 0.242038 0.220464 0.164703 0.279123 0.178463 0.164533 0.160836 0.144536 0.138427 0.132131 0.126979 0.102211 0.125897 0.0963982 0.0903042 0.0867346 0.0777311 0.0769229 0.0693642 0.0625626 0.146922
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.14960000000000004 -0.10607499999999999 0.082865000000000008 0.085605000000000014 0.0082450000000000006 -0.054984999999999992 1.0000000180025095e-35 -0.15289999999999995 0.16175000000000003 0.08815000000000002 -0.52556499999999995 0.089770000000000016 -0.081214999999999982 0.096625000000000016 0.13075500000000004 0.041865000000000006 0.095780000000000018 -0.14454499999999995 -0.064339999999999994 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 22 11 -4 -8 16 12 13 27 19 -2 26 -11 25 20 -13 -22 -3 -19 -5 -6 -7 -1 -21 -30
right_child=1 4 8 24 18 10 9 -9 -10 17 -12 14 -14 -15 -16 -17 -18 23 -20 28 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0006535062374259708 0.00038757705687841393 0.00025084315596781424 0.00055940739148228739 0.00035571172138755178 0.00013423001359611593 0.00058313471930823777 0.00045634568354403012 0.00072960906853211909 0.00032834697168678684 0.00046105367003702652 0.00035812768141906231 0.00076549045122415523 0.00069016275809740974 0.00041480680751149093 0.00053264617610534548 0.00056645035607282403 0.00040558713739203552 0.00031003689218011605 -2.7606587241343757e-06 0.00059974938379157296 0.00063158387412506184 0.00049531198929814039 0.00012657535382245175 0.0001910243569437667 0.00021624060058920625 0.00026288359144739079 0.00052770052098351661 0.00051233706009738581 0.00039885879877735587 0.00062239666892212808
leaf_weight=23 23 48 34 60 65 183 54 79 63 20 26 21 36 57 104 121 27 134 21 734 753 27 48 30 24 25 203 32 20 26
leaf_count=23 23 48 34 60 65 183 54 79 63 20 26 21 36 57 104 121 27 134 21 734 753 27 48 30 24 25 203 32 20 26
internal_value=0 0.000324639 0.000586667 0.000456084 0.000257291 0.000593984 0.000297172 0.000607927 0.000409337 0.000340922 0.000533255 0.000602683 0.000539968 0.000491691 0.000608191 0.00053788 0.00054428 0.000307048 0.000137289 0.000613161 0.000630501 0.000626867 0.000188709 0.000288266 0.000315863 0.000169967 0.000553982 0.000571371 0.000595353 0.000525206
internal_weight=0 673 2448 228 445 2351 334 1912 97 238 439 1833 148 112 1685 144 413 184 111 1581 801 780 96 164 84 90 386 55 780 46
internal_count=3121 673 2448 228 445 2351 334 1912 97 238 439 1833 148 112 1685 144 413 184 111 1581 801 780 96 164 84 90 386 55 780 46
is_linear=0
shrinkage=0.00196078


Tree=7974
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 2 4 4 4 0 0 15 16 50 15 50 43 160 4 39 11 0 4 43 52 4
split_gain=11.8934 1.95389 1.30084 0.995805 0.70199 0.582537 0.486979 0.35645 0.350999 0.30319 0.33738 0.264989 0.219375 0.196385 0.234263 0.188385 0.128312 0.126791 0.122421 0.117857 0.120434 0.197866 0.11544 0.100281 0.0961492 0.0795268 0.0780401 0.0763946 0.0746001 0.0738305
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.077845000000000011 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.033845000000000007 0.40473500000000007 -0.076579999999999995 -0.11173999999999999 -0.10469999999999999 -0.44310499999999992 0.086295000000000011 -0.41942499999999994 0.089465000000000017 -0.084004999999999982 -0.080719999999999986 -0.49013999999999996 0.092310000000000017 1.0000000180025095e-35 -0.038659999999999993 -0.036839999999999991 -0.080324999999999994 -0.07167999999999998 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 -3 6 8 -5 11 10 -4 13 -6 14 15 -1 -13 18 -11 20 21 -15 -22 -20 -10 -21 -2 -9 -17 -24
right_child=1 2 9 7 12 -7 -8 27 24 17 -12 16 -14 19 -16 28 -18 -19 23 25 22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075959014176738026 0.00071359980924456728 0.00035359131776040636 0.00039865048270332839 0.00065511187815031754 0.00061020025954131951 0.00045745625248897116 0.00039785797880837701 0.00043448656916666046 0.00070009473798906109 0.00021183826365829013 0.00021509854943829257 0.00068574765499900372 0.00041465913835803375 0.00041313878000925875 0.00070026020374254515 0.00061511777623470291 0.00059051589538511296 0.00028723948552155341 -1.0172337450317986e-05 0.00068175380574721917 0.00071113954555884426 0.00062655421487007516 0.0006420775802262438 0.00015865174164764241 0.00084482737810783132 0.00081999153190968086 0.00057757633062554344 0.00029068200830735411 0.00048063817629668892 0.00053943977099215961
leaf_weight=20 50 222 63 28 71 48 24 49 25 35 99 75 32 23 1326 29 198 22 31 80 90 61 206 24 60 20 24 20 35 31
leaf_count=20 50 222 63 28 71 48 24 49 25 35 99 75 32 23 1326 29 198 22 31 80 90 61 206 24 60 20 24 20 35 31
internal_value=0 0.000368898 0.000331763 0.000663215 0.000415663 0.000671248 0.000675704 0.000468522 0.00067863 0.000232247 0.00028648 0.000673841 0.00054945 0.000681964 0.000693899 0.000593483 0.000616678 0.000153803 0.000121185 0.000649032 0.000634343 0.000568119 0.000651355 6.34964e-05 0.000802259 0.000709401 0.000669484 0.000392804 0.000541574 0.000628652
internal_weight=0 673 599 2448 325 2351 2303 97 2279 274 162 2194 103 1921 1410 84 273 112 90 511 411 84 327 55 85 100 74 69 64 237
internal_count=3121 673 599 2448 325 2351 2303 97 2279 274 162 2194 103 1921 1410 84 273 112 90 511 411 84 327 55 85 100 74 69 64 237
is_linear=0
shrinkage=0.00196078


Tree=7975
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 14 2 2 4 2 47 50 47 0 3 49 0 15 47 4 12 4 14 51 43 4 0
split_gain=7.70252 1.00761 0.8447 0.674948 0.502935 0.368519 0.284716 0.234519 0.169652 0.163768 0.17129 0.160175 0.148931 0.112622 0.109278 0.10586 0.105569 0.10689 0.0947039 0.0874523 0.131408 0.0859855 0.0845894 0.108551 0.0836889 0.0886115 0.0819764 0.0673557 0.0824092 0.0646056
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.091475000000000015 -0.17966999999999997 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.053180000000000012 0.11389000000000002 0.077555000000000013 0.041865000000000006 0.091680000000000011 -0.072594999999999979 -0.061964999999999992 -0.012034999999999999 -0.11437499999999999 -0.095244999999999982 0.089640000000000011 -0.064054999999999987 -1.0000000180025095e-35 -0.033174999999999989 -0.46166999999999997 -0.065634999999999985 -0.11720999999999999 -0.080364999999999978 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 12 18 8 -6 19 -2 -11 16 13 22 -3 -9 29 27 -5 20 -4 -20 -1 -24 -12 -26 -27 -18 -29 -8
right_child=1 14 6 5 7 -7 11 15 -10 10 24 -13 -14 -15 -16 -17 17 -19 21 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00056280550499570811 0.0002033782888004753 9.9515055301690512e-05 0.000583954652150472 0.00036630365047969073 0.00054181004269179009 0.00027756822476439087 0.00064167565596242703 0.00032256815182890217 0.00068350264934373525 0.00043430522896860743 0.00038874384654147547 0.00045930199906348408 0.0003588988909453968 0.00063364630918097647 0.00023444496283879857 0.00045017678042311762 0.00042999622143145101 0.00041235852708307856 0.00059943397745612604 0.00056534211128748458 0.00036460053446127865 0.00047329331145567051 0.0005284298404963114 0.00040391443524949493 0.00035756535621152979 0.0001238422425390751 0.0002609157446439734 0.00058057756002886875 0.00050278070353654617 0.00054568804021237576
leaf_weight=69 93 100 21 20 28 44 29 129 46 32 23 139 22 33 30 31 29 42 31 1170 21 63 63 47 30 20 104 81 148 383
leaf_count=69 93 100 21 20 28 44 29 129 46 32 23 139 22 33 30 31 29 42 31 1170 21 63 63 47 30 20 104 81 148 383
internal_value=0 0.000283078 0.000531861 0.000326155 0.000451782 0.000429994 0.000547885 0.000376263 0.000566622 0.000271828 0.000302287 0.000520185 0.000512456 0.000528391 0.000130653 0.000347292 0.000532071 0.000504091 0.000488825 0.000562186 0.000474278 0.000514893 0.000508987 0.000475228 0.000278419 0.000261942 0.000238807 0.000519024 0.000530298 0.000552444
internal_weight=0 590 2531 460 422 158 2109 188 1258 302 209 851 234 212 130 160 712 300 114 1212 42 94 179 110 177 154 124 258 229 412
internal_count=3121 590 2531 460 422 158 2109 188 1258 302 209 851 234 212 130 160 712 300 114 1212 42 94 179 110 177 154 124 258 229 412
is_linear=0
shrinkage=0.00196078


Tree=7976
num_leaves=31
num_cat=0
split_feature=1 3 12 49 1 12 124 97 2 484 43 47 15 151 42 15 2 4 52 0 1 3 1456 133 41 160 15 48 52 1446
split_gain=0.160288 0.0335945 0.0299278 0.0355165 0.0257059 0.0256724 0.0236555 0.026741 0.0345056 0.0244896 0.0244111 0.0223363 0.0212358 0.0204659 0.0228093 0.0202004 0.0216522 0.0194651 0.0188037 0.0178019 0.0504136 0.0295595 0.0193573 0.0232301 0.0254091 0.0307912 0.0346284 0.0181681 0.0366487 0.019981
threshold=0.11146500000000002 0.31534000000000006 0.078300000000000008 -0.15302999999999997 0.08864000000000001 -0.42850999999999995 0.0049200000000000008 -0.049229999999999996 0.090310000000000015 -0.070054999999999992 -0.072864999999999985 0.077555000000000013 -0.41942499999999994 0.079100000000000018 0.091545000000000015 -0.21699999999999997 0.11362000000000001 0.053180000000000012 0.10744000000000002 -0.092404999999999973 0.089175000000000018 -0.045649999999999989 -0.006794999999999999 -0.082009999999999986 0.079395000000000007 -0.088244999999999976 -0.093959999999999988 0.090720000000000009 0.14295500000000003 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 11 -3 7 -2 12 -10 -11 18 -9 14 15 -6 -17 19 -5 20 22 27 -4 -24 25 -25 -27 29 -29 -21
right_child=1 5 17 4 13 -7 -8 8 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.007382841871268201 0.00021720201669571303 0.0026215525234018809 0.0029394043066228431 0.0041152442144247953 0.0061606877306032747 -0.00087393184033730505 -1.4419411309063435e-05 0.0020482431706641954 -0.001029056430370474 0.0009123419604167856 0.0033470698671651563 0.0067487362605918727 0.005033538396921217 -9.5559131354093561e-05 -0.00023846910113380071 0.0032579348098929436 -0.00013720847422345764 0.0034856206492909002 0.0010418010875582696 0.004378288658556764 0.00064399927144958864 0.00050365400034934292 0.0047220386985881149 0.0050226958450646361 0.0039039042463991794 0.0063867896609008309 0.011353954052174231 0.0040959961806572784 -0.00013175399732202864 0.0059649657369369551
leaf_weight=22 36 34 21 148 21 55 32 31 20 58 142 28 103 25 21 178 21 244 23 1439 21 20 68 26 20 25 32 97 26 84
leaf_count=22 36 34 21 148 21 55 32 31 20 58 142 28 103 25 21 178 21 244 23 1439 21 20 68 26 20 25 32 97 26 84
internal_value=0 0.00222699 0.00416371 0.0034567 0.00327095 0.000461422 0.00259935 0.00281382 0.00307788 0.00230736 0.002641 0.00413056 0.00434291 0.00262785 0.00291036 0.00321093 0.00289965 0.0043259 0.00370186 0.00443501 0.00529584 0.00432495 0.00580464 0.00615651 0.00710354 0.00787453 0.00917537 0.00437139 0.00320233 0.0044658
internal_weight=0 511 2610 487 465 89 422 390 354 220 200 199 134 266 241 220 199 2123 171 1879 213 1666 192 171 103 83 57 1646 123 1523
internal_count=3121 511 2610 487 465 89 422 390 354 220 200 199 134 266 241 220 199 2123 171 1879 213 1666 192 171 103 83 57 1646 123 1523
is_linear=0
shrinkage=0.1


Tree=7977
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 14 4 2 4 0 150 3 3 12 0 15 13 475 3 12 4 3 16 157 1 1 48 12
split_gain=18.5821 3.01258 1.7512 1.66196 1.45344 0.928011 0.662627 0.660197 0.530637 0.416865 0.388518 0.42812 0.366081 0.240995 0.367111 0.278403 0.238207 0.229916 0.226931 0.186875 0.182017 0.131639 0.165656 0.149573 0.129036 0.114858 0.109224 0.0959767 0.0932206 0.105758
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.10045500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14960000000000004 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.30112000000000005 0.10299500000000002 -0.42850999999999995 -0.14723999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.066784999999999983 0.10732000000000001 0.091475000000000015 -0.52556499999999995 -0.13927999999999999 -0.052894999999999991 -0.07686999999999998 0.12337000000000002 0.11588000000000001 0.082620000000000013 0.096645000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 18 7 17 10 27 19 11 -5 16 14 -4 -15 -12 -1 26 -7 28 22 -13 -24 -18 -23 -3 -6 29 -21
right_child=1 2 13 5 8 9 -8 -9 -10 -11 12 21 -14 15 -16 -17 24 -19 -20 20 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080508264628323639 0.0008204966759833319 0.00038554876298731557 0.00022947365261233996 0.00068464504345018388 0.00080722763033114588 0.00086343131688128673 0.00047273023398585129 0.0010195988426771789 0.00045926923839709698 0.00048118895998825573 0.00098997213676864024 0.0010309799044739966 0.00053908300444169104 0.00028540516212423219 0.00050901574983559783 4.4738500016844936e-05 0.00079314555212891223 0.00056790861744373882 0.00046386854490983496 0.00081190236356021479 0.00057272462655440009 0.00069455630541626924 0.00072137053315045113 0.00086656997240467065 0.00065391521792431643 0.0008339705290846388 0.00028370201752917894 0.00067433105152676562 0.0006767967133738046 0.0007325979748307376
leaf_weight=55 74 129 73 59 39 56 69 81 39 22 20 23 26 33 24 42 114 22 116 118 23 24 28 1055 33 426 59 45 51 143
leaf_count=55 74 129 73 59 39 56 69 81 39 22 20 23 26 33 24 42 114 22 116 118 23 24 28 1055 33 426 59 45 51 143
internal_value=0 0.000447256 0.000401146 0.00081514 0.000468434 0.000828007 0.000612273 0.000846415 0.000648279 0.00074381 0.000838656 0.000848593 0.00075551 0.000234101 0.000298639 0.000150632 0.000789205 0.000737319 0.000395668 0.000758587 0.000741061 0.000854809 0.000866313 0.000862816 0.00076189 0.000826535 0.000353586 0.000736033 0.00075347 0.000768452
internal_weight=0 673 599 2448 427 2302 146 1889 123 413 1808 1615 193 172 97 75 167 77 304 391 335 1556 1106 1083 147 450 188 84 312 261
internal_count=3121 673 599 2448 427 2302 146 1889 123 413 1808 1615 193 172 97 75 167 77 304 391 335 1556 1106 1083 147 450 188 84 312 261
is_linear=0
shrinkage=0.00196078


Tree=7978
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 2 4 0 49 1 150 4 13 4 1 49 1 47 0 4 3 1 4 42 0 0 47
split_gain=11.544 1.77818 1.05074 0.8214 0.616666 0.517577 0.420471 0.33489 0.276723 0.245311 0.225392 0.327138 0.210398 0.205688 0.196358 0.177773 0.17569 0.174531 0.141829 0.137228 0.125769 0.124832 0.157023 0.114139 0.0981669 0.0938669 0.0762889 0.0717821 0.0706128 0.068292
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.14960000000000004 -0.17966999999999997 -0.10607499999999999 0.082865000000000008 0.085605000000000014 1.0000000180025095e-35 0.40124500000000002 -0.28558999999999996 0.0082450000000000006 0.11690500000000002 -0.054984999999999992 0.16175000000000003 0.10648500000000001 -0.07929499999999999 -0.55119499999999988 -0.12711499999999995 0.13075500000000004 0.053180000000000012 0.088295000000000012 0.14486500000000005 -0.14723999999999998 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 9 6 10 -4 13 -3 11 12 28 25 15 -6 21 20 -2 -16 -11 26 -23 -24 -5 27 -12 -7 -1 -20
right_child=1 4 7 24 14 8 -8 -9 -10 17 16 -13 -14 -15 19 -17 -18 -19 29 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071737188028465578 0.00045129304834326311 0.00053114552032567709 0.00061060870807476105 0.00039002895845234202 0.00015524215699520472 0.00065209280570571607 0.00081318739508541029 0.00037044767956186201 0.0004024830464200646 0.00034638950556662741 0.00069821918402644548 0.00075632446569295236 0.00045797877038672365 0.00045169187118403203 0.00017577382029886307 0.00038002236968221213 0.00059546797520861733 0.00026769040402195734 0.00066606937037184347 3.1732091043408062e-06 0.00051385689745931068 0.00080805885822266867 0.00053447474326406212 0.0006515298882515709 0.00024165054098429048 0.00057589584616952127 0.00066037469394349081 0.0005352852550632389 0.00057276009808637145 0.00057212155635430592
leaf_weight=21 23 24 34 60 24 251 79 65 26 125 879 36 57 29 77 31 104 117 60 23 20 23 35 377 24 115 267 22 34 59
leaf_count=21 23 24 34 60 24 251 79 65 26 125 879 36 57 29 77 31 104 117 60 23 20 23 35 377 24 115 267 22 34 59
internal_value=0 0.000359906 0.000650814 0.000501329 0.000287431 0.000659133 0.000673125 0.000452927 0.000598743 0.000341409 0.000667089 0.000593724 0.000541459 0.00061098 0.000187833 0.000281936 0.000673532 0.000324029 0.000592247 0.000136076 0.000369488 0.000678668 0.000650388 0.000641586 0.000347635 0.000622886 0.000689402 0.00064268 0.000627976 0.00061949
internal_weight=0 667 2454 226 441 2355 1912 99 443 286 1833 148 112 417 155 55 1685 262 142 100 145 1581 435 412 84 388 1146 273 55 119
internal_count=3121 667 2454 226 441 2355 1912 99 443 286 1833 148 112 417 155 55 1685 262 142 100 145 1581 435 412 84 388 1146 273 55 119
is_linear=0
shrinkage=0.00196078


Tree=7979
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 1 2 150 52 4 1 49 2 1 4 2 1 1 124 1 0 50 133 4
split_gain=12.0363 2.00699 1.06803 0.836662 0.712834 0.607732 0.452398 0.374008 0.318661 0.297879 0.295752 0.194921 0.287932 0.165279 0.156902 0.152397 0.146159 0.143011 0.139288 0.124863 0.116609 0.110252 0.0987617 0.0901088 0.0877398 0.0864786 0.0836935 0.0768406 0.0669516 0.0608582
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 0.10613000000000002 0.077845000000000011 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.53964499999999982 -0.062539999999999984 0.16175000000000003 -0.054984999999999992 -0.0091949999999999983 0.076935000000000017 -0.55119499999999988 0.088850000000000012 0.13075500000000004 0.12958500000000003 -0.081214999999999982 0.12408500000000001 -0.030209999999999997 0.041865000000000006 -1.0000000180025095e-35 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 24 11 13 23 -4 20 18 19 -2 -11 27 -16 -13 26 -1 -22 28 -8 -3 -17 29 -6 -5 -7
right_child=1 4 10 22 16 8 9 -9 -10 15 -12 12 -14 -15 17 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099541307970477978 0.00086913038916362068 0.00044048385256353548 0.00079064594701725561 0.00047674765295735867 0.00031229563585593505 0.00081227786068456163 0.0007301411895465961 0.00098127085365685637 0.00060287967844479173 0.00065621028848510381 0.00055171293467198563 0.0006667734151555246 0.00058561137512974117 0.00064324562252176555 0.00058133317997642586 0.00050908849958111258 0.00016616185227918579 0.0007626828053874413 0.00082563725015551332 0.00085759181005265711 0.00086088215758797478 0.00082521793659171136 0.00041400294422226793 0.00056427572872124474 0.00032192809972151189 0.00040571090776601984 0.00067509858471677051 0.00044021016008713665 0.00061266749589804898 0.00075481607170860754
leaf_weight=21 41 48 28 22 65 153 34 76 41 22 69 23 23 30 21 120 21 82 274 92 941 516 24 20 48 42 29 25 38 132
leaf_count=21 41 48 28 22 65 153 34 76 41 22 69 23 23 30 21 120 21 82 274 92 941 516 24 20 48 42 29 25 38 132
internal_value=0 0.000526234 0.000822314 0.000675826 0.000449589 0.000830633 0.00049483 0.000846538 0.000768147 0.000540661 0.000620683 0.000840843 0.000796967 0.000783688 0.000766544 0.000503082 0.000313458 0.000725709 0.000813335 0.000794065 0.000850343 0.000848252 0.000520308 0.00066871 0.000381206 0.000482287 0.000775453 0.000347827 0.00056283 0.000785664
internal_weight=0 673 2448 228 445 2351 334 1874 477 238 97 1798 320 436 144 184 111 103 297 406 1478 1457 84 54 96 162 314 90 60 285
internal_count=3121 673 2448 228 445 2351 334 1874 477 238 97 1798 320 436 144 184 111 103 297 406 1478 1457 84 54 96 162 314 90 60 285
is_linear=0
shrinkage=0.00196078


Tree=7980
num_leaves=31
num_cat=0
split_feature=1 12 1 12 1 47 12 4 43 11 150 4 0 0 1 3 1 0 2 4 12 2 14 2 49 0 4 159 1 15
split_gain=10.8813 1.28868 1.26362 1.0162 0.678276 0.503714 0.449902 0.344251 0.285764 0.279397 0.250947 0.21189 0.190206 0.189017 0.157671 0.146213 0.133997 0.124921 0.107286 0.149872 0.135328 0.106532 0.0987233 0.0954861 0.0896693 0.0890305 0.077068 0.0723827 0.0831245 0.0694893
threshold=0.10752500000000002 0.051320000000000005 0.13075500000000004 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.092550000000000007 0.40124500000000002 -0.04890499999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.053180000000000012 -0.23194499999999998 -0.13027499999999997 0.086105000000000015 -0.065819999999999976 0.15964000000000003 -0.064754999999999993 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 0.14122000000000004 -0.42495999999999995 0.10774000000000002 -0.063424999999999981 0.089620000000000019 -0.03898999999999999 0.084250000000000005 0.11690500000000002 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 21 12 16 9 26 -6 13 23 15 -1 -3 -11 -8 -4 -15 19 -14 -21 22 -2 -10 -12 -17 -5 28 -24 -20
right_child=2 6 5 7 8 -7 11 -9 10 14 24 -13 18 17 -16 25 -18 -19 29 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078849102139685455 0.00044891658346744872 0.00049615149811713718 0.00020787585977900266 0.0006841580365218368 0.00037189825813978273 0.00042973675944431755 0.00064088135564094849 0.00036755928577964799 0.00060674563356652889 0.00083054801852638633 0.00048160390287584585 0.00053894765825540408 0.00070305671882019995 0.00067173017747743937 0.00065413478824521314 0.00058827829711577471 6.7636939348826155e-05 0.0005545219065609321 0.00059515255716011389 0.00063320370573623512 0.00043514197271397241 0.00020743092912815363 0.00038768929097372546 0.0004564779994089285 0.00030457042124447761 0.00044254336067858866 0.00056587023222271133 0.00025983879297604944 0.00027585265061350002 0.00046386518205279237
leaf_weight=22 29 25 169 30 88 39 517 32 72 64 22 125 56 1211 28 83 31 36 31 36 21 25 78 21 22 20 72 47 38 31
leaf_count=22 29 25 169 30 88 39 517 32 72 64 22 125 56 1211 28 83 31 36 31 36 21 25 78 21 22 20 72 47 38 31
internal_value=0 0.000631553 0.000335857 0.000410736 0.000532643 0.000225889 0.000651344 0.000544995 0.000459087 0.000672509 0.000515092 0.000612593 0.000616654 0.000664962 0.000776857 0.000627441 0.000186139 0.000668346 0.000595052 0.000631013 0.000560234 0.000327829 0.000343506 0.000572814 0.000393087 0.00055998 0.000600661 0.000324752 0.000351053 0.000529509
internal_weight=0 2531 590 351 422 239 2109 134 225 1364 137 745 197 1272 92 620 200 1247 175 113 57 217 192 93 44 103 102 163 116 62
internal_count=3121 2531 590 351 422 239 2109 134 225 1364 137 745 197 1272 92 620 200 1247 175 113 57 217 192 93 44 103 102 163 116 62
is_linear=0
shrinkage=0.00196078


Tree=7981
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 124 148 48 47 51 48 2 34 12 0 150 150 2 39 49 39 132 1 4 16 11 12 12 160 16
split_gain=0.3335 0.0771698 0.0495124 0.0377108 0.0345996 0.0260916 0.0279054 0.0242023 0.0333949 0.0432224 0.0221377 0.0211292 0.0209339 0.020563 0.0236359 0.0302924 0.0228856 0.0233016 0.0213848 0.0202255 0.0197024 0.0189009 0.0285577 0.0188117 0.0337621 0.0182043 0.0282941 0.0180785 0.02583 0.0282084
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092235000000000025 0.0049200000000000008 -0.095079999999999984 -0.081134999999999999 0.078345000000000012 0.10532000000000001 0.11951500000000001 0.13754500000000003 -0.038779999999999995 0.080890000000000017 -0.14226499999999997 0.083250000000000005 0.083555000000000004 0.11362000000000001 0.091820000000000013 -0.054319999999999993 1.0000000180025095e-35 0.10833500000000001 0.14754500000000001 -0.16363499999999997 0.27252000000000004 1.0000000180025095e-35 0.085785000000000014 0.11351500000000002 -0.076689999999999994 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 25 6 -3 -8 9 11 20 12 -9 16 -15 19 17 18 23 -16 -10 22 -4 24 -6 -1 -27 28 -14 -30
right_child=1 2 21 -5 13 -7 7 8 10 -11 -12 -13 27 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0063182636510148438 0.006419779436503726 0.00025754899030462619 0.0017521656692381306 0.0019627219277688047 0.010433708084747195 0.0010353077640401253 0.00714691799822385 0.0012305162503474915 0.0052375844748832794 0.0068375647274566999 0.0033825723222202387 0.0010160256474164829 0.0050245700618399992 0.0092410759162157765 0.0024713242705911402 0.0091517402157187452 0.0019021070419022673 0.0025490581925059191 0.0031331330179595034 0.0057093083243163331 0.0087440066145394336 0.0039140583259896153 -0.0023493936945063374 0.005125672532345301 0.0049432839084017494 0.0099780992671315155 0.0059571439140875433 0.0064859952400660231 0.0046440466971522784 0.0014042068989231038
leaf_weight=1520 87 21 58 22 24 36 23 41 59 31 43 49 63 20 20 25 26 29 26 544 22 21 24 56 21 35 35 21 41 78
leaf_count=1520 87 21 58 22 24 36 23 41 59 31 43 49 63 20 20 25 26 29 26 544 22 21 24 56 21 35 35 21 41 78
internal_value=0 0.00362777 0.00324282 0.00608393 0.00612201 0.00363406 0.00382421 0.00398324 0.00382081 0.00328669 0.00521642 0.002911 0.00329155 0.00558154 0.00586027 0.00574547 0.00464887 0.00510667 0.00569069 0.00559449 0.00618995 0.00123724 0.000551709 0.00634907 0.00787151 0.00639088 0.00796762 0.00370782 0.00338726 0.00252045
internal_weight=0 718 631 2403 2381 528 492 471 448 324 124 293 244 791 609 589 182 156 127 564 81 103 82 101 45 1590 70 203 182 119
internal_count=3121 718 631 2403 2381 528 492 471 448 324 124 293 244 791 609 589 182 156 127 564 81 103 82 101 45 1590 70 203 182 119
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=31
num_cat=0
split_feature=1 12 3 49 1 39 4 47 2 156 15 0 13 4 51 16 0 0 15 0 13 42 403 15 1210 42 15 50 0 1456
split_gain=0.270498 0.0482407 0.040702 0.0357312 0.0384811 0.0345258 0.0252313 0.0220014 0.0216927 0.027971 0.0267336 0.0332717 0.0189203 0.0203231 0.0517812 0.0225617 0.0187083 0.0182175 0.0234843 0.0224418 0.0178548 0.0261617 0.021723 0.0332399 0.0427436 0.0362295 0.032746 0.0242256 0.0220132 0.0337781
threshold=0.11146500000000002 0.078300000000000008 0.31299000000000005 -0.15302999999999997 0.08864000000000001 0.087735000000000021 0.053180000000000012 0.077555000000000013 1.0000000180025095e-35 0.10272000000000002 -0.0088349999999999974 -0.061629999999999997 -0.0044799999999999987 -0.15464999999999998 -0.010009999999999998 -0.073849999999999985 -0.067094999999999988 -0.10474999999999998 -0.40580499999999992 -0.13843999999999998 -0.083764999999999992 -1.0000000180025095e-35 0.24690500000000001 0.085935000000000025 -0.05860499999999999 0.086325000000000013 0.089165000000000008 0.11375500000000001 -0.089964999999999976 -0.006794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 7 8 20 -5 -2 10 11 -10 16 -14 -15 -16 -6 19 -19 -4 22 -22 23 27 -25 -26 -27 28 29 -3
right_child=2 6 17 4 12 -7 -8 -9 9 -11 -12 -13 13 14 15 -17 -18 18 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0084192805412881596 0.0051519268853146413 0.0032876436988337207 0.00097038827345544566 0.0049212459292690336 0.0033032894071156186 0.0021464189718244596 0.0046281568606319212 0.0079451948537358225 0.0043141074449900389 0.0064536310874087656 -0.00059398741771777468 -9.548707986885513e-05 0.0064595373893098443 -0.0010282738076057285 0.0033966823227026249 0.0064304111209005504 0.00036999201552437929 0.0020057041872946903 -0.0026196152477970594 0.0049156635552034941 0.0059703076719276422 0.0050706199820138567 0.0041528271449425697 0.011636042270971382 0.010094284861245091 0.0035434895644097459 0.007531624294817448 0.0084079047545258488 0.0051001031413400871 0.0075378140994580463
leaf_weight=22 105 23 46 171 79 152 244 28 77 23 21 22 32 20 66 39 30 21 23 21 621 674 49 23 27 35 50 35 242 100
leaf_count=22 105 23 46 171 79 152 244 28 77 23 21 22 32 20 66 39 30 21 23 21 621 674 49 23 27 35 50 35 242 100
internal_value=0 0.00537892 0.00286299 0.00448129 0.00429498 0.00333313 0.00558483 0.00534673 0.00406047 0.00325906 0.00264677 0.0033342 0.00350814 0.00421087 0.00363521 0.0045235 0.00249596 0.00116879 -0.000412076 0.00220697 0.00570906 0.00550205 0.00616809 0.00635267 0.00770947 0.00690312 0.00588945 0.00589475 0.00565376 0.00674307
internal_weight=0 2610 511 487 465 400 2123 199 248 143 120 99 266 157 125 105 109 111 44 67 1879 1295 584 535 135 112 85 400 365 123
internal_count=3121 2610 511 487 465 400 2123 199 248 143 120 99 266 157 125 105 109 111 44 67 1879 1295 584 535 135 112 85 400 365 123
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=31
num_cat=0
split_feature=1 12 3 49 4 475 1 52 13 1 4 52 4 49 0 151 52 2 14 97 2 15 16 13 13 3 4 16 51 50
split_gain=0.219104 0.0390749 0.0341554 0.0311384 0.0362256 0.0446218 0.031802 0.0252836 0.0228816 0.0227265 0.0245316 0.03988 0.0204374 0.0187491 0.0304259 0.0253848 0.0188014 0.0179394 0.016349 0.0199014 0.0263052 0.0240549 0.0162316 0.0161195 0.0234069 0.0157273 0.0341999 0.0340511 0.022297 0.0310114
threshold=0.11146500000000002 0.078300000000000008 0.31534000000000006 -0.086009999999999989 -0.17966999999999997 -0.074744999999999992 0.095950000000000021 -0.26636999999999994 -0.47860499999999995 0.14860500000000001 -0.010655 -0.012164999999999999 0.053180000000000012 -0.008964999999999999 -0.15350499999999997 -0.044604999999999992 0.077655000000000016 0.099185000000000009 -0.47071999999999997 -0.049229999999999996 0.092235000000000025 -0.41942499999999994 -0.059624999999999991 0.0027400000000000007 -0.061684999999999997 -0.14186499999999996 -0.14098499999999997 0.13751500000000003 0.082455000000000014 0.077545000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 17 -6 13 -2 -4 10 11 -9 25 15 -15 -7 -16 -5 -12 -20 21 -21 23 24 -22 28 27 -27 -3 -30
right_child=2 12 8 4 5 6 -8 9 -10 -11 18 -13 -14 14 16 -17 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0063711489820122424 0.0051651306956520546 0.0067852467728706338 0.0020273125570383853 0.0071020013297952355 -0.00017783653703934928 0.0050409060884983497 0.0026123391537893497 0.0027750300608911658 -0.0012922975238215065 -0.00011372472745952783 0.0052152295020364585 0.0082584809944299727 0.0041653411253808701 0.0078555678271434518 0.0050936670367225587 0.00042550235613651407 0.0016876271726297483 0.0041235571109259931 -0.00056406746027112765 0.0016829748205574497 0.0017413837980711834 0.0053064694941397494 7.2293106439666685e-05 -0.00020920277922414243 0.0047664777039289029 -0.00046026333319869914 0.0051289388003039104 0.0046838613437308425 0.0016241109079640848 0.007008247422054411
leaf_weight=51 46 119 56 42 33 26 149 36 33 27 21 21 244 33 71 22 21 39 22 28 68 53 39 20 41 22 1664 31 23 20
leaf_count=51 46 119 56 42 33 26 149 36 33 27 21 21 244 33 71 22 21 39 22 28 68 53 39 20 41 22 1664 31 23 20
internal_value=0 0.00484103 0.00257669 0.00403316 0.00375968 0.00332428 0.00368319 0.00295215 0.000796446 0.00268141 0.00289765 0.00479525 0.00502635 0.00460548 0.00525059 0.00292551 0.0043162 0.00566794 0.00252723 0.00231894 0.00257366 0.0040539 0.00185997 0.00240043 0.00287926 0.00513815 0.00504929 0.00254856 0.00608002 0.00412836
internal_weight=0 2610 511 487 436 355 322 422 89 376 349 57 2123 173 125 48 92 81 292 271 249 81 168 129 109 1879 1717 53 162 43
internal_count=3121 2610 511 487 436 355 322 422 89 376 349 57 2123 173 125 48 92 81 292 271 249 81 168 129 109 1879 1717 53 162 43
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 2 14 4 47 2 2 4 0 49 4 12 0 4 47 43 4 15 160 1 131 0 1 3
split_gain=18.6177 3.00177 1.87899 1.58244 1.16684 0.972898 0.736761 0.517604 0.503655 0.474188 0.470526 0.35935 0.317315 0.284827 0.271587 0.341845 0.254941 0.218219 0.162889 0.154589 0.140477 0.133881 0.132 0.120309 0.114704 0.113426 0.0995549 0.0974795 0.090966 0.08756
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 -0.080389999999999989 0.088105000000000003 0.10045500000000002 -0.0060199999999999993 0.14122000000000004 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.14753000000000002 -0.090999999999999984 0.27834500000000006 -0.11173999999999999 0.082865000000000008 0.42051500000000003 0.09141500000000001 0.14486500000000005 0.061775000000000004 0.090100000000000013 -0.080324999999999994 -0.52556499999999995 -0.040804999999999994 -1.0000000180025095e-35 0.14754500000000001 0.09031500000000002 -0.15202999999999997 0.11453000000000001 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 6 20 8 -1 13 12 28 11 16 -5 18 15 19 -4 22 23 27 -3 -8 -16 -7 -18 -13 -2 -14 -6 -24
right_child=1 2 10 5 9 7 21 -9 -10 -11 -12 25 14 -15 17 -17 24 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081879662448952509 0.00089289239224265605 0.00041572006288527084 0.00043156241233641189 0.00061972774299602032 0.00086417431730070925 0.00077006902125052615 0.000527414190790445 0.00054852711094702787 0.0010127346075194724 0.0005000829754661523 0.00051243820081592773 0.00023697602405050165 0.00071176876438769441 0.00055174265458595524 0.0010282526572970359 0.00095271650482626515 0.00037035559491888315 0.00082892662216635306 0.00062393736438590933 0.00083363293906254415 0.00055636649805248953 0.00033712653194516753 0.00076458406734051002 0.00084235141454147046 0.00022216227490843798 9.5369012066812218e-05 0.00073974537615682562 0.00055159889822469269 0.00072055895194268933 0.00087756752119920413
leaf_weight=35 47 186 54 22 30 203 44 41 80 34 34 43 48 20 22 30 28 500 21 29 32 21 27 157 71 44 25 21 39 1133
leaf_count=35 47 186 54 22 30 203 44 41 80 34 34 43 48 20 22 30 28 500 21 29 32 21 27 157 71 44 25 21 39 1133
internal_value=0 0.00046158 0.000415823 0.000831017 0.000517625 0.000841279 0.000589438 0.000758372 0.000860445 0.00068961 0.000296558 0.000265975 0.000853795 0.000779827 0.00085664 0.000769573 0.000323189 0.000863266 0.0007918 0.000713508 0.000436365 0.000465937 0.000877791 0.000801592 0.000264076 0.000165359 0.000839716 0.000663021 0.000783 0.000874938
internal_weight=0 667 595 2454 321 2354 100 442 1912 103 274 240 1832 401 1810 128 153 1682 381 98 218 65 1182 360 99 87 72 69 69 1160
internal_count=3121 667 595 2454 321 2354 100 442 1912 103 274 240 1832 401 1810 128 153 1682 381 98 218 65 1182 360 99 87 72 69 69 1160
is_linear=0
shrinkage=0.00196078


Tree=7985
num_leaves=31
num_cat=0
split_feature=1 155 1 44 2 4 2 51 131 43 394 133 2 159 483 42 42 13 52 12 401 3 4 12 4 48 2 2 151 151
split_gain=0.239275 0.056252 0.0358721 0.040151 0.0336554 0.0318193 0.0278261 0.026039 0.0246666 0.0208992 0.0187333 0.0232536 0.0179166 0.021862 0.0242535 0.0205613 0.027158 0.0375451 0.0278197 0.0371825 0.0203963 0.0288217 0.019642 0.0191088 0.0183737 0.0162532 0.0191368 0.0195485 0.0179928 0.0160017
threshold=0.10337500000000001 0.084785000000000013 0.14262000000000002 0.087770000000000015 0.25063000000000007 0.40124500000000002 0.092235000000000025 -0.41109999999999997 0.093840000000000021 0.084740000000000024 -0.079949999999999979 -0.038089999999999992 0.14285500000000004 0.082585000000000006 -0.059844999999999995 0.075730000000000006 -0.079539999999999986 0.10002500000000002 -0.56176499999999996 0.10866500000000003 0.080710000000000018 -0.11171999999999999 -0.053309999999999989 -0.029094999999999999 -0.012164999999999999 0.14823500000000003 -1.0000000180025095e-35 0.11548000000000001 0.06617000000000002 -0.086439999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 8 6 -1 -2 -4 10 -9 -12 13 15 -15 16 24 18 -18 22 21 -17 -20 -16 -8 26 -13 28 29 -28
right_child=1 -3 4 -5 -6 -7 12 9 -10 -11 11 25 -14 14 23 20 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0053759459250303848 0.0055438754093997625 0.0055919740452832472 0.0028137050290181955 0.0072324483528394589 -0.0026555647677741945 0.0013142256164345863 0.0066221089030687637 0.0052587168210226562 -0.0011881519702728839 0.0048681986064184465 -0.00062981126620434229 0.0013872684387678511 0.0025602865238817268 0.0030227612323043022 0.0040451727674475739 0.0083296596490103625 0.0070356586932852549 -0.00058857383185320286 0.00089510299832276674 0.0061902996813134655 0.0023621794730424883 0.0050059505589664559 0.0034352683387826096 0.0074630260455730447 0.0039637597015826035 -0.00026084994664415717 0.0020150876756469234 0.0023101155617041512 0.0012272981269052252 0.0050906564755082246
leaf_weight=1590 34 76 67 22 20 22 52 23 20 40 25 89 39 22 21 29 23 22 46 36 25 260 90 74 52 20 21 154 20 87
leaf_count=1590 34 76 67 22 20 22 52 23 20 40 25 89 39 22 21 29 23 22 46 36 25 260 90 74 52 20 21 154 20 87
internal_value=0 0.0030194 0.00271486 0.00304915 0.0010434 0.00509985 0.00513482 0.00286975 0.00189374 0.00267994 0.00248055 0.00232695 0.00465014 0.00475853 0.00601464 0.00452708 0.00396429 0.00332752 0.00376933 0.00333256 0.00510243 0.00533947 0.00257609 0.0067075 0.00529293 0.002516 0.0026657 0.00306918 0.00398242 0.00449263
internal_weight=0 718 642 535 107 2403 2381 513 87 479 439 416 791 752 117 635 321 217 195 172 314 289 136 95 104 391 371 282 128 108
internal_count=3121 718 642 535 107 2403 2381 513 87 479 439 416 791 752 117 635 321 217 195 172 314 289 136 95 104 391 371 282 128 108
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=31
num_cat=0
split_feature=1 12 52 1 16 15 3 43 151 147 148 12 12 3 43 3 12 39 40 49 12 1 43 4 376 15 43 43 1212 1429
split_gain=0.194227 0.0356956 0.0309231 0.0412259 0.0477841 0.0282715 0.0317394 0.029915 0.0381899 0.0576504 0.0237994 0.0303934 0.0334305 0.031086 0.0318356 0.0254198 0.0199474 0.0273049 0.0217087 0.0213115 0.0196677 0.0256471 0.0214521 0.0236201 0.0195654 0.0360689 0.0289272 0.0191741 0.0192254 0.0196547
threshold=0.11146500000000002 0.078300000000000008 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.035560000000000008 0.12178000000000001 -0.077604999999999993 -0.090369999999999992 0.087210000000000024 -0.043434999999999994 0.11734000000000001 0.10711000000000002 -0.03694999999999999 -0.0064299999999999991 -0.078344999999999984 -0.10022999999999999 0.096625000000000016 -0.063404999999999989 -0.015259999999999998 0.08815000000000002 0.089875000000000024 -0.11720999999999999 -0.088784999999999989 0.084545000000000009 -1.0000000180025095e-35 -0.090299999999999991 0.093175000000000022 0.10654500000000001 0.087700000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 10 -5 6 7 24 -9 -10 -4 12 13 14 15 -12 -15 19 -19 -18 21 22 23 -3 25 26 -1 28 29 -24
right_child=2 20 3 4 -6 -7 -8 8 9 -11 11 -13 -14 16 -16 -17 17 18 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051802686408960394 0.004432110869311146 0.0054745057080354959 8.8504788000136624e-05 0.0021261345567181707 -0.0044317401689477265 0.0059163249298471096 8.2118877281363198e-05 0.0083233724348247048 0.0044682125538057444 -0.00090753454900219699 0.0011090938205597922 0.0058236489696095566 -0.0012851994818724368 0.0040263336270622545 0.0075114059241731534 0.0053811051752955582 0.00040998123965204454 0.0015590722037648614 -0.0029930603483080635 0.0030567449754576397 0.00443682102725587 0.0020255090461836918 0.0050932462744923343 0.0096945575127998992 0.0047131225290341361 -0.0011742235527240805 0.0014894973301259732 0.0074143992489553064 0.0019316449717041992 0.001987799576350621
leaf_weight=35 64 36 40 25 20 53 26 22 214 22 30 28 23 43 23 26 43 22 20 104 1274 27 691 21 33 28 54 32 21 21
leaf_count=35 64 36 40 25 20 53 26 22 214 22 30 28 23 43 23 26 43 22 20 104 1274 27 691 21 33 28 54 32 21 21
internal_value=0 0.00450817 0.00237625 0.00208189 -0.000788476 0.00373602 0.00346977 0.00368564 0.00433855 0.00396708 0.0024032 0.00265897 0.00239367 0.00266574 0.00437904 0.00309253 0.00208233 0.00164005 -0.00060861 0.00228252 0.00468529 0.00505814 0.00515775 0.00702926 0.00256265 0.0019561 0.00294092 0.0050183 0.0049137 0.00500165
internal_weight=0 2610 511 447 45 487 434 408 258 236 402 362 334 311 79 56 232 189 42 147 2123 849 822 57 150 117 89 765 733 712
internal_count=3121 2610 511 447 45 487 434 408 258 236 402 362 334 311 79 56 232 189 42 147 2123 849 822 57 150 117 89 765 733 712
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 14 2 1 48 4 1 3 12 47 49 160 52 2 0 11 48 1 2 47 4 1 48 1
split_gain=11.6025 1.89004 1.05883 0.857711 0.638098 0.590316 0.342551 0.326589 0.307459 0.302953 0.22678 0.212045 0.201387 0.250336 0.145984 0.136594 0.128965 0.114087 0.110421 0.110233 0.107004 0.139011 0.105618 0.0959662 0.0958499 0.0824806 0.0803366 0.111446 0.0717133 0.0693958
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.092235000000000025 0.087735000000000021 0.062655000000000016 0.13501500000000002 0.077845000000000011 -0.015314999999999997 -0.17966999999999997 0.080270000000000022 -0.12018999999999998 -0.42850999999999995 1.0000000180025095e-35 -0.054984999999999992 0.081905000000000019 0.26521500000000003 0.11448000000000001 0.18019500000000002 1.0000000180025095e-35 0.083985000000000018 0.13075500000000004 0.15950500000000004 0.090280000000000013 -0.013125 0.094825000000000007 0.081805000000000017 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 11 12 10 -4 -7 -3 18 -14 -6 -8 -2 -15 -1 -13 21 26 -19 -5 -16 -18 -12 -28 -11 -23
right_child=1 4 9 23 14 8 15 -9 -10 28 20 19 13 17 24 -17 25 22 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00068650440886417971 0.00045355064437136317 0.00055930103960574837 0.00061497115203980302 0.00037991622424824465 0.00022759676104834099 0.00045373218839385492 0.00021306148856537805 0.00081061191578819206 0.00045318122506347099 0.0002869268036947747 0.00063955120702146315 0.00039739075075340396 0.0004606432229085685 0.00065436748112296015 0.00012900588369383072 0.00034919975103492583 0.00066869172635449078 0.00065242442764153999 0.00058489004485529951 0.00029805255936851427 0.0004811544869752491 0.00080159951660549054 0.00046201396301340046 0.00023321036684625094 -3.8556257448916564e-05 0.00056526925411322306 0.00060455420414593907 0.00045654417287791362 0.00041866275043998802 0.00066910063067647009
leaf_weight=938 23 20 28 60 35 32 121 62 48 24 300 83 30 455 35 37 56 21 43 89 20 21 24 24 21 63 285 21 47 55
leaf_count=938 23 20 28 60 35 32 121 62 48 24 300 83 30 455 35 37 56 21 43 89 20 21 24 24 21 63 285 21 47 55
internal_value=0 0.000349252 0.000640896 0.000495055 0.000274531 0.000649246 0.000312563 0.000671135 0.000605217 0.000442248 0.00061516 0.000368209 0.000665412 0.000634615 0.000128257 0.000244942 0.00058796 0.000645053 0.00068205 0.000345989 0.000622518 0.000626664 0.000550872 0.000338 6.61701e-05 0.000613939 0.00061675 0.000594397 0.000374132 0.000705712
internal_weight=0 667 2454 226 441 2355 350 1573 782 99 734 192 1511 530 91 158 142 500 981 172 702 682 45 84 56 119 606 306 71 76
internal_count=3121 667 2454 226 441 2355 350 1573 782 99 734 192 1511 530 91 158 142 500 981 172 702 682 45 84 56 119 606 306 71 76
is_linear=0
shrinkage=0.00196078


Tree=7988
num_leaves=31
num_cat=0
split_feature=4 3 13 43 52 1375 2 12 15 12 1 1456 123 3 0 52 2 1 43 48 4 4 16 2 12 151 52 1209 1212 133
split_gain=0.200665 0.0658306 0.031838 0.0479042 0.0416771 0.0379362 0.0314901 0.0285207 0.0244109 0.0242411 0.0232838 0.0219758 0.0219666 0.0208358 0.0621457 0.024227 0.0255107 0.0193101 0.0241381 0.0191494 0.019163 0.0383005 0.0191201 0.0255036 0.0176657 0.0197788 0.0175485 0.0320456 0.0237092 0.0332945
threshold=0.27287000000000006 -0.065229999999999996 -0.004174999999999999 0.057265000000000003 0.51358000000000004 -0.07273499999999998 0.25063000000000007 -0.089199999999999988 0.11728000000000001 1.0000000180025095e-35 0.077845000000000011 -0.033364999999999992 0.085215000000000013 -0.13309499999999996 -0.12333499999999999 0.13796000000000003 0.081685000000000021 0.12958500000000003 0.084740000000000024 -0.04451999999999999 -0.39518999999999993 -0.019614999999999997 -0.015314999999999997 0.099515000000000006 0.08815000000000002 0.095500000000000015 0.008405000000000001 -0.077874999999999986 0.091685000000000016 -0.0036349999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 5 -4 17 10 -9 -1 -3 -7 -12 15 -15 16 -11 18 -2 -13 -21 -22 -23 -24 25 -16 27 -26 -28 -30
right_child=6 2 4 -5 -6 11 -8 8 -10 13 12 19 -14 14 24 -17 -18 -19 -20 20 21 22 23 -25 26 -27 28 -29 29 -31
leaf_value=0.0022865415359727848 0.0024588844843392668 0.0067378617316717279 0.00068928944351880452 0.0052101750722834588 1.290417830681517e-06 0.0075711729011215673 -0.0015550438212812879 0.0010537509780340472 0.0043268330791896145 0.0090402772775493006 0.0016395599410752766 0.0072612919742241506 0.0050623516365885732 -0.00084552543237805368 0.0052167221729328738 0.0024745728645939381 0.0056521857203383104 0.0012799953336663614 0.0061282614792798999 0.0059759809564898861 0.0016795793292528418 0.0037692265873774892 0.0078517604845442946 0.0033753200387582187 0.00047665289400712304 0.0020291942212497817 0.0047095440129872497 0.0042836338038090413 0.0099214241501282569 0.0047228910334524699
leaf_weight=39 173 20 23 74 21 28 24 146 27 26 50 25 30 20 730 20 153 135 20 56 56 75 35 20 23 20 430 572 22 28
leaf_count=39 173 20 23 74 21 28 24 146 27 26 50 25 30 20 730 20 153 135 20 56 56 75 35 20 23 20 430 572 22 28
internal_value=0 0.0044764 0.00362676 0.0029534 0.00431601 0.00460094 0.00194156 0.00234168 0.00156458 0.00475622 0.00368606 0.00490592 0.00292311 0.00480334 0.00469848 0.00577549 0.00614431 0.00219741 0.00283913 0.00462642 0.00435422 0.00386595 0.00480777 0.00622396 0.00475924 0.00513172 0.00449937 0.00413647 0.0049492 0.00701025
internal_weight=0 2769 686 347 339 318 352 273 173 2083 100 295 80 2044 1845 199 179 328 193 267 242 186 130 55 1825 750 1075 595 480 50
internal_count=3121 2769 686 347 339 318 352 273 173 2083 100 295 80 2044 1845 199 179 328 193 267 242 186 130 55 1825 750 1075 595 480 50
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 14 47 2 4 2 4 52 2 1 457 12 47 14 4 15 43 52 12 3 4 15 13
split_gain=22.2041 3.43279 2.11154 1.92055 1.25402 1.07453 0.794929 0.724151 0.652631 0.610118 0.514998 0.497973 0.441599 0.241902 0.161952 0.156625 0.15556 0.143608 0.22067 0.140176 0.123323 0.113267 0.105597 0.0970552 0.0928379 0.0884091 0.0881506 0.0881397 0.0849215 0.12536
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.13501500000000002 0.36766000000000004 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.14838000000000004 0.27834500000000006 -0.56176499999999996 0.094835000000000017 0.091195000000000012 0.080930000000000016 0.086915000000000006 0.090100000000000013 0.097795000000000007 0.033845000000000007 -0.059484999999999989 0.064745000000000011 1.0000000180025095e-35 0.09202500000000001 -0.010424999999999999 -0.036839999999999991 0.024640000000000006 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 7 19 6 8 15 10 12 16 -6 13 -4 -12 -1 28 21 -19 -3 -10 23 -17 25 -23 -16 -15 -2 29 -5
right_child=1 2 9 5 11 -7 -8 -9 20 -11 14 -13 -14 26 17 22 -18 18 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074647019981079329 0.00076037192315447563 0.0002637628931666304 0.00028885131699488717 0.00076506849338957999 0.00063728816689986683 0.00040110611848911493 0.00038165929656950573 0.00034601613455093413 0.00094007532743811781 0.00036832110454867805 0.0008025109118625748 0.00034267844314979135 -1.6800861201426458e-05 0.00018636652612314875 0.00074795837010471788 0.00063718482398599928 0.00070195334834814575 0.00043972120525034343 0.00071440493412408806 0.0004040413065191459 0.00076462333693223838 0.00060906976251068237 0.00045703644457533826 0.00064808437450032403 0.00069719790864516712 0.0006918351820368793 7.3026418589054547e-05 0.00060899830749388834 0.00077461464820276465 0.00069954667237973165
leaf_weight=26 50 190 41 293 71 39 25 69 67 37 45 32 84 41 183 29 213 23 22 32 20 108 22 103 80 263 74 21 636 182
leaf_count=26 50 190 41 293 71 39 25 69 67 37 45 32 84 41 183 29 213 23 22 32 20 108 22 103 80 263 74 21 636 182
internal_value=0 0.00030783 0.000259737 0.000709973 0.000366946 0.000723804 0.000729365 0.000491894 0.000733249 0.000133951 0.000726515 0.000545759 9.78192e-05 0.000159538 0.000688126 0.000622615 0.000750494 0.000681544 0.000574011 0.000283983 0.000899742 0.00068811 0.000559474 0.000702335 0.000646571 0.000714863 0.000113435 0.000715599 0.0007598 0.000739963
internal_weight=0 673 602 2448 325 2302 2263 146 2238 277 2151 103 240 156 827 77 1324 782 45 222 87 737 51 549 188 446 115 71 1111 475
internal_count=3121 673 602 2448 325 2302 2263 146 2238 277 2151 103 240 156 827 77 1324 782 45 222 87 737 51 549 188 446 115 71 1111 475
is_linear=0
shrinkage=0.00196078


Tree=7990
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 4 2 14 2 1 2 1 11 1 4 47 50 52 12 15 4 3 12 131 11 14
split_gain=17.1116 2.60903 1.64413 1.36313 0.995531 0.887071 0.796403 0.570519 0.516037 0.437835 0.350037 0.337533 0.327573 0.257537 0.208555 0.151476 0.149876 0.202433 0.26244 0.12277 0.103694 0.103173 0.0964789 0.0936631 0.0906289 0.149002 0.0903115 0.0882562 0.0786382 0.0776528
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.089775000000000008 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.11474000000000002 0.15471500000000002 0.094835000000000017 0.086920000000000011 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.090100000000000013 0.086295000000000011 0.40674500000000008 0.095780000000000018 -0.059484999999999989 -0.49013999999999996 -0.10831999999999999 0.10124000000000001 0.09031500000000002 0.082485000000000017 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 7 19 6 8 14 11 10 -4 15 26 -11 -1 21 17 22 -19 29 -12 -5 24 -16 -10 -26 -6 -2 -18 -3
right_child=1 2 9 5 12 -7 -8 -9 16 13 20 -13 -14 -15 23 -17 28 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00080524833695920885 0.00077270898414927042 0.00042627788279005278 0.00039491995255653694 0.00078489644242311213 0.00071366658829062147 0.00038154956696451073 0.0004604677967312605 0.00041681705987539841 0.00085572173782423426 0.00019419016358109987 0.00012342846497152447 0.00091796327893640473 0.00039000831045259057 -6.4960861365894124e-07 0.00066265536873948334 0.00073552619607572772 0.00088476477979737176 0.0007396348227723306 0.00048495059452053545 0.00046597530592766394 0.00030041434108188337 0.00065718046941009222 0.00068723282227540789 0.00049299166061369279 0.00058852271894279978 0.00073685870948814885 0.00057880508716032946 0.00062953953415739771 0.00075250582623423315 0.00031905581482444143
leaf_weight=26 49 31 73 892 42 26 37 69 22 112 35 60 24 34 29 396 25 28 35 33 20 25 301 22 28 371 35 25 56 160
leaf_count=26 49 31 73 892 42 26 37 69 22 112 35 60 24 34 29 396 25 28 35 33 20 25 301 22 28 371 35 25 56 160
internal_value=0 0.000376997 0.000334086 0.000730024 0.00042841 0.000741677 0.000745791 0.000546299 0.000750506 0.000222207 0.000305917 0.000774147 0.000590024 0.000148817 0.000662328 0.000767575 0.000713024 0.000704738 0.000598144 0.000355539 0.000187787 0.000781415 0.000714039 0.000589467 0.000733205 0.000726449 0.000652366 0.000724341 0.000793326 0.000336458
internal_weight=0 673 599 2448 325 2302 2276 146 2239 274 128 1373 101 146 77 1313 866 785 63 224 55 917 722 51 421 399 77 74 81 191
internal_count=3121 673 599 2448 325 2302 2276 146 2239 274 128 1373 101 146 77 1313 866 785 63 224 55 917 722 51 421 399 77 74 81 191
is_linear=0
shrinkage=0.00196078


Tree=7991
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 4 2 14 4 1 2 2 4 3 1 0 52 3 52 10 52 159 1 4 3 0 12 0 43 132
split_gain=9.26301 1.40393 0.896978 0.846247 0.497315 0.465909 0.459228 0.36776 0.260191 0.255827 0.25556 0.228724 0.212411 0.159976 0.118732 0.114744 0.10703 0.0882976 0.0818567 0.0707933 0.0700234 0.0686542 0.0718947 0.0672258 0.115792 0.0744246 0.0654294 0.063219 0.0620714 0.0602298
threshold=0.10538500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.089410000000000003 0.40124500000000002 0.14285500000000004 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.17025000000000004 0.089885000000000007 0.40945500000000007 0.30112000000000005 0.091195000000000012 -0.22491999999999998 -0.16675999999999999 0.12745000000000004 -0.56176499999999996 -0.38124499999999995 0.40674500000000008 0.082585000000000006 0.089770000000000016 -0.46376499999999993 0.086245000000000016 -0.070154999999999981 0.096830000000000013 -0.030209999999999997 -0.080324999999999994 0.08696000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 29 6 7 11 -6 -4 12 14 13 17 20 -13 -9 -5 -17 -12 23 22 26 -1 25 -25 -20 -28 -11 -3
right_child=1 3 9 10 8 -7 -8 16 -10 28 19 15 -14 -15 -16 18 -18 -19 21 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00070705791271157079 0.0005722646593382027 0.00031039427746939259 0.00055013521775311111 0.000289416518737004 0.00053096128403305666 0.00032584435771812584 0.00037392480659418937 0.0005896235255561039 0.00031008671848273424 0.00036639184665446191 0.00013591300311037517 0.00043299648377803591 0.000182252983146652 0.00016181610197612414 0.0005580691301582195 0.00064327604274717236 0.00075365207235288112 0.00043345028729318012 0.00057109687040902241 -1.1104238310865329e-05 0.00051281380645321225 0.00060058177132477563 0.00046974760772404715 0.00061374333800554861 0.00047037218001060575 0.00050943252416131449 0.00053955276604024361 0.00042438913428900288 0.00023936072305100512 0.0002063845945872196
leaf_weight=27 72 198 28 36 70 27 39 20 29 50 34 27 132 22 220 46 65 30 391 20 29 124 40 1011 23 27 219 20 21 24
leaf_count=27 72 198 28 36 70 27 39 20 29 50 34 27 132 22 220 46 65 30 391 20 29 124 40 1011 23 27 219 20 21 24
internal_value=0 0.000313663 0.000574249 0.00028237 0.000350689 0.000581936 0.000584906 0.0005885 0.000466261 0.000391414 0.000202331 0.00058362 0.000231999 0.000306619 0.000599705 0.000558815 0.000715057 0.000354886 0.000562859 8.14622e-05 0.000607905 0.0005582 0.000550356 0.00061044 0.000607981 0.00061103 0.000555474 0.000529916 0.000328819 0.00029915
internal_weight=0 667 2454 595 321 2355 2328 2289 99 99 274 2204 220 88 1337 867 85 66 840 54 1117 794 670 1088 1061 1038 630 239 71 222
internal_count=3121 667 2454 595 321 2355 2328 2289 99 99 274 2204 220 88 1337 867 85 66 840 54 1117 794 670 1088 1061 1038 630 239 71 222
is_linear=0
shrinkage=0.00196078


Tree=7992
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 124 12 4 14 42 12 12 15 12 43 4 3 132 4 4 2 49 15 15 43 12 1212 1212 133 133
split_gain=0.342094 0.0735657 0.0472807 0.0376574 0.0342703 0.0296174 0.0279719 0.024365 0.0225918 0.0223831 0.0211223 0.0221931 0.0206471 0.0272296 0.020526 0.0262204 0.0212516 0.0204372 0.0201347 0.026111 0.0234399 0.0177397 0.0308438 0.0315026 0.0176771 0.0335333 0.0286732 0.0408067 0.0249568 0.02275
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 0.40124500000000002 0.14285500000000004 -0.076779999999999987 0.089410000000000003 -0.011559999999999999 0.062655000000000016 -0.0060199999999999993 0.10016000000000001 0.11472500000000001 0.090455000000000021 0.086095000000000019 -0.51144999999999985 -0.52556499999999995 0.090900000000000009 0.090145000000000017 -0.031404999999999995 0.0049200000000000008 0.10005000000000001 -1.0000000180025095e-35 -0.30407999999999996 -0.41942499999999994 0.0016850000000000001 0.11734000000000001 -0.040879999999999993 -0.16927999999999996 -0.089569999999999983 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 9 17 -8 14 -1 -9 -12 13 -10 -7 -16 24 -3 20 -20 -18 -4 23 -23 25 26 27 -17 29 -26
right_child=1 2 21 -5 -6 8 7 10 12 -11 11 -13 -14 -15 15 16 18 -19 19 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0058383311145007617 0.0059474650775778225 0.0030687471240892152 -0.000787560138926511 0.0015907484504912809 0.0028071356705951099 0.0032909065759440638 0.0071455335276650982 0.005698651304910294 0.011026033986574757 0.0026691542347319999 0.0012059780613861606 0.0049975632098861614 0.005691595851267512 0.0062458614797585394 0.0086393966861633645 0.0055952007958323374 0.0075727240599948792 -0.00015222896805166134 0.0001101858980837278 0.0049578523337841032 0.0032440681449687953 0.0020541097858222204 0.0042694447819437631 -0.002064498363940332 0.0055697649211498166 0.0019512149563524874 0.0059586261127626593 0.0095807624825586871 0.0043653074259731679 0.0084692079694040356
leaf_weight=39 87 318 31 22 39 32 29 39 26 52 38 26 37 22 33 49 29 21 20 25 22 65 38 26 213 20 1466 54 172 31
leaf_count=39 87 318 31 22 39 32 29 39 26 52 38 26 37 22 33 49 29 21 20 25 22 65 38 26 213 20 1466 54 172 31
internal_value=0 0.00322144 0.00284558 0.00570904 0.00574709 0.00579605 0.0033501 0.00458509 0.00586755 0.00402737 0.00386419 0.00274631 0.00746676 0.00883512 0.00580479 0.00584249 0.00579855 0.00286922 0.00434509 0.00280333 0.00570546 0.0013604 0.00187658 0.000877365 0.00586815 0.00602007 0.00607194 0.00768472 0.00528783 0.00593814
internal_weight=0 718 631 2403 2381 2342 471 132 2251 91 103 64 85 48 2166 2134 2101 339 96 45 51 160 129 91 2005 1589 1569 103 416 244
internal_count=3121 718 631 2403 2381 2342 471 132 2251 91 103 64 85 48 2166 2134 2101 339 96 45 51 160 129 91 2005 1589 1569 103 416 244
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 14 12 52 157 48 47 51 48 51 51 472 14 403 12 16 52 401 402 1446 42 1456 42 16 16 12
split_gain=0.277096 0.0609977 0.0434487 0.0305025 0.0288853 0.0269813 0.0244117 0.0243082 0.0302696 0.0306151 0.0253335 0.0345417 0.0289473 0.0230553 0.0353123 0.022912 0.02256 0.0223383 0.0222103 0.0243309 0.0374201 0.021203 0.0314011 0.022596 0.0280861 0.0517429 0.0665791 0.030532 0.0241611 0.0289588
threshold=0.10337500000000001 -0.53964499999999982 0.31534000000000006 0.40124500000000002 0.094835000000000017 0.062655000000000016 -0.42850999999999995 0.19022000000000003 -0.081749999999999975 -0.08595499999999999 0.078345000000000012 0.10532000000000001 0.11553500000000001 0.0038750000000000004 0.086310000000000012 -0.078554999999999986 -0.47071999999999997 0.017340000000000005 0.11472500000000001 -0.42170999999999997 -1.0000000180025095e-35 0.11683 0.12933500000000003 0.083715000000000026 0.088295000000000012 -0.089834999999999984 0.085730000000000015 -0.021269999999999997 -0.072804999999999981 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 5 13 -4 8 -3 -10 11 16 -12 21 -15 -6 -11 -16 19 -18 -21 22 23 28 25 -25 -27 -26 29 -1
right_child=1 2 6 -5 15 -7 -8 -9 9 10 12 -13 -14 14 17 -17 18 -19 -20 20 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0054477977806956642 0.0059242003198453517 -0.0009981232828327588 0.0026620785230937016 0.0014316735450517048 0.0072484399297184521 0.0072785215327813707 -0.0007045248001044716 0.0048476440378605427 0.0066144075444234274 0.0052079808013513681 0.0052119742205034795 0.0056262098319296329 0.0021245527374468601 0.00094573548218856258 0.0052175726859225247 0.0044612501460272137 0.0026813977690816849 0.0017511325478110286 0.0042213663666188948 0.0016359099501077536 -0.0017346483889369942 0.007873903991920608 0.0017175481978641905 0.0036126000079093504 0.0073585986804503671 0.0069570282613858588 0.013558471782810309 0.0027118657227425329 0.0048604970475414717 0.0073189923015888787
leaf_weight=530 61 21 35 22 31 72 56 60 21 20 73 28 52 27 162 607 97 21 32 116 46 35 23 24 26 50 22 31 622 98
leaf_count=530 61 21 35 22 31 72 56 60 21 20 73 28 52 27 162 607 97 21 32 116 46 35 23 24 26 50 22 31 622 98
internal_value=0 0.00289929 0.00261844 0.00513813 0.00517238 0.00538311 0.000590323 0.00294452 0.00271885 0.00287979 0.00271077 0.00226208 0.00392761 0.00530144 0.00432169 0.00459668 0.0019592 0.00481978 0.00173591 0.00142883 0.000678838 0.00544226 0.00538258 0.00544266 0.00658975 0.00763375 0.00897414 0.00483143 0.00530226 0.0057398
internal_weight=0 718 657 2403 2381 1743 91 566 506 485 464 339 125 1671 210 638 311 183 291 259 162 1461 1426 1403 153 96 72 57 1250 628
internal_count=3121 718 657 2403 2381 1743 91 566 506 485 464 339 125 1671 210 638 311 183 291 259 162 1461 1426 1403 153 96 72 57 1250 628
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 4 4 2 16 1 2 2 50 1 4 0 4 47 52 51 1 2 1429 1 3 1
split_gain=10.2911 1.59609 1.01967 0.861551 0.541013 0.519157 0.302169 0.272281 0.270348 0.289804 0.252691 0.236157 0.183518 0.164444 0.231965 0.120997 0.107024 0.0803218 0.0890904 0.081085 0.0763025 0.0744243 0.0613728 0.0585315 0.0660845 0.0576938 0.0843405 0.0536154 0.0516636 0.0503961
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.095545000000000005 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.13501500000000002 -0.52595999999999987 0.086920000000000011 0.089775000000000008 -0.0091949999999999983 0.086295000000000011 0.075045000000000014 -0.15464999999999998 -0.019414999999999998 -0.036839999999999991 0.090100000000000013 0.26521500000000003 -0.085989999999999997 0.11669000000000002 0.087625000000000022 0.084690000000000015 0.11588000000000001 -0.017889999999999996 0.15964000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 21 6 13 -5 9 -4 27 12 -7 22 15 -15 29 19 -19 -14 -2 23 25 -3 -25 26 -1 -6 -11 -10
right_child=1 2 8 7 10 11 -8 -9 16 28 -12 -13 17 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00066392535232355444 0.00065438774578711564 0.00021672140567857313 0.00037259463184022415 0.00057318309792494691 0.00061424241100425437 0.00040234283141506595 0.00076367258608174256 0.00035545506007062693 0.00014135990772159483 0.00026728977516576576 0.00034677681813496361 0.00043878250807109808 0.00058489313559668965 0.00049345363513566556 0.00039303989733989334 0.00061898570051282078 0.00026594241153458779 0.00066972419288658009 0.00055610440992654234 0.00048982805396565712 0.00051988710229303322 0.00041141795035292669 0.00059001584991960696 0.00034599907270399538 0.00025563054452621298 0.00063137831526187014 0.00055579167650288391 0.00050531010618250747 0.00017152021212226941 3.6436601113843782e-05
leaf_weight=634 50 22 63 34 38 21 70 63 66 32 29 48 374 32 20 381 22 83 39 38 24 34 77 129 41 505 29 32 67 24
leaf_count=634 50 22 63 34 38 21 70 63 66 32 29 48 374 32 20 381 22 83 39 38 24 34 77 129 41 505 29 32 67 24
internal_value=0 0.000339092 0.000305529 0.000612866 0.000379811 0.000620338 0.000637452 0.000431772 0.000217422 0.000268633 0.000500683 0.000570729 0.00058214 0.000632186 0.000599272 0.000609259 0.000143348 0.000589211 0.000633403 0.000576125 0.000610766 0.000326862 0.000643634 0.000311889 0.000324204 0.000647168 0.000659196 0.000564445 0.000202476 0.00011338
internal_weight=0 673 599 2448 325 2351 1748 97 274 162 99 603 555 1678 433 413 112 534 122 412 74 226 1245 192 170 1168 663 70 99 90
internal_count=3121 673 599 2448 325 2351 1748 97 274 162 99 603 555 1678 433 413 112 534 122 412 74 226 1245 192 170 1168 663 70 99 90
is_linear=0
shrinkage=0.00196078


Tree=7995
num_leaves=31
num_cat=0
split_feature=1 12 44 4 474 3 1 39 12 4 4 0 49 13 42 2 12 12 12 13 3 160 42 4 3 3 0 4 402 159
split_gain=0.273162 0.0469654 0.0423304 0.0397405 0.0496515 0.0389897 0.0389459 0.0320971 0.0227247 0.0224839 0.0224631 0.0175875 0.0166935 0.0164513 0.0208417 0.019633 0.022687 0.0382842 0.0223951 0.0223172 0.0194204 0.0312855 0.0281738 0.0409648 0.0358049 0.140031 0.0328122 0.0239989 0.0277834 0.0225326
threshold=0.11146500000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.31534000000000006 0.095950000000000021 0.087735000000000021 -0.42850999999999995 0.053180000000000012 -0.036839999999999991 0.056435000000000006 -0.082254999999999981 -0.083764999999999992 -1.0000000180025095e-35 0.084145000000000011 0.085440000000000016 0.086345000000000019 0.085700000000000012 0.0045550000000000009 -0.088494999999999976 -0.015149999999999999 0.083715000000000026 -0.07533999999999999 -0.086424999999999988 -0.086049999999999988 -0.086554999999999979 -0.082349999999999993 -0.085519999999999985 0.087410000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 7 -5 10 -7 13 -2 -1 -8 20 15 18 -17 -18 -15 -20 21 -3 23 -22 -24 -26 -25 -27 -29 -30
right_child=5 9 -4 4 -6 8 12 -9 -10 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 22 -23 24 26 25 27 -28 28 29 -31
leaf_value=0.0067121297663047183 0.0056145178229916239 0.010664113820530475 0.0077447111190607158 0.0046772680987252841 -0.0012036305005577478 0.0025935708517756534 0.004469056919416679 0.0017020977949294702 -0.00069512036422648559 0.0042916709793815724 0.0031218217401559507 0.0037548146567617856 0.0019938243515065465 0.0088507273474768295 0.0047282483292783641 0.0021107089867734392 0.00960569523042068 0.0051211310662933381 0.0066749744448989755 0.0040031764209164647 0.00073692257574293769 0.0059566132612720452 0.0033157941885292534 0.0076441296787622074 0.013752138719934484 0.0025048135882984341 0.0026238168043124935 0.0092688350310630128 0.0058992372498127034 0.0025821089712818237
leaf_weight=61 43 20 30 186 22 34 35 152 55 244 227 30 123 31 674 23 20 395 108 44 28 48 49 30 23 22 23 23 296 22
leaf_count=61 43 20 30 186 22 34 35 152 55 244 227 30 123 31 674 23 20 395 108 44 28 48 49 30 23 22 23 23 296 22
internal_value=0 0.00499159 0.0041059 0.00386703 0.00340205 0.0024633 0.0036966 0.00286445 0.000561234 0.00519476 0.00351881 0.00573719 0.00254214 0.00531203 0.00511333 0.00553127 0.00516782 0.00533725 0.00640115 0.00590156 0.00575265 0.00734117 0.00554331 0.00383093 0.00586217 0.00618541 0.0054655 0.00570598 0.0059125 0.00566975
internal_weight=0 2610 487 457 366 511 344 422 89 2123 270 91 158 1879 1295 621 438 415 183 152 584 68 516 81 435 386 53 363 341 318
internal_count=3121 2610 487 457 366 511 344 422 89 2123 270 91 158 1879 1295 621 438 415 183 152 584 68 516 81 435 386 53 363 341 318
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 14 2 1 1 47 0 16 49 1 50 2 1 4 2 0 1 13 2 1 2 2 43 51
split_gain=23.6127 3.68595 1.96985 1.64178 1.38366 1.15779 0.702644 0.610499 0.581752 0.511331 0.413008 0.400114 0.374018 0.368367 0.352631 0.327238 0.25935 0.243432 0.195966 0.206397 0.189147 0.182402 0.181283 0.168639 0.163791 0.135839 0.134065 0.132027 0.0962759 0.0915018
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.095545000000000005 0.40945500000000007 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.12000500000000001 0.10019500000000002 -0.062294999999999996 -0.52595999999999987 -0.054984999999999992 0.089625000000000024 0.041865000000000006 0.08647500000000001 0.075045000000000014 -0.053309999999999989 -0.0091949999999999983 -0.019414999999999998 0.13075500000000004 -1.0000000180025095e-35 0.11093500000000002 0.122715 0.31358000000000003 0.089005000000000015 -0.079734999999999986 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 11 15 13 -4 -8 23 -13 -7 -2 27 26 20 21 -20 -17 28 -5 -3 -25 -16 -6 29 -15 -1
right_child=1 4 9 22 16 8 10 -9 -10 -11 -12 12 -14 18 25 17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0007734173173298385 0.00040807296718071382 0.00023523220850142924 0.00063548068781281279 0.00034330524053741124 -7.7760440355789093e-06 0.00041591407632043047 0.00029143209293444253 0.0009317887822786967 0.00044564278819141724 0.00033710952262677328 8.0732643782463874e-05 0.00061267119028842918 0.00027085896325754183 0.00071777678120369998 0.00070303816465186139 0.00053202995914530772 0.00017336251917600835 0.00048865838633740651 0.00079574536272933598 0.00060845882163133489 0.00071737195927933681 0.00053079307302294381 0.00014166994837532733 0.00051215918990326866 0.00026698619751475497 0.00052956814706381188 -0.0001854922388089833 0.00072777973313477035 0.00065108540644149757 0.00065550701987689445
leaf_weight=945 23 98 34 60 51 21 56 70 48 63 99 32 20 125 100 23 23 22 92 30 266 38 24 20 22 21 24 396 249 26
leaf_count=945 23 98 34 60 51 21 56 70 48 63 99 32 20 125 100 23 23 22 92 30 266 38 24 20 22 21 24 396 249 26
internal_value=0 0.000300821 0.000715523 0.000503547 0.000196953 0.000726821 0.000255058 0.000752378 0.000652736 0.000441693 0.000156856 0.000334335 0.000481205 0.000670647 0.000630628 0.000744894 -8.78627e-06 0.000687486 0.000680664 0.000749691 0.000702622 0.000660225 0.000285695 0.000279783 0.000383735 0.000672932 -6.46452e-05 0.000757954 0.000673375 0.00077026
internal_weight=0 673 2448 228 445 2351 347 1748 603 97 155 192 52 555 144 1678 98 311 534 122 289 412 84 140 42 121 75 1367 374 971
internal_count=3121 673 2448 228 445 2351 347 1748 603 97 155 192 52 555 144 1678 98 311 534 122 289 412 84 140 42 121 75 1367 374 971
is_linear=0
shrinkage=0.00196078


Tree=7997
num_leaves=31
num_cat=0
split_feature=1 12 2 44 2 12 4 10 12 15 0 3 48 150 457 132 2 12 4 11 15 51 43 3 51 0 3 52 0 16
split_gain=0.296687 0.0501915 0.0429649 0.0384828 0.040129 0.062363 0.0396224 0.0364849 0.0328476 0.0295028 0.0274605 0.0284308 0.0450577 0.0251287 0.0249585 0.0225177 0.0371575 0.0223376 0.0229164 0.025021 0.0328252 0.0489538 0.0256347 0.0398398 0.0242035 0.0234349 0.0217386 0.0216203 0.0213097 0.0201075
threshold=0.11146500000000002 0.078300000000000008 0.14753000000000002 1.0000000180025095e-35 0.11362000000000001 -0.042789999999999988 -0.059649999999999988 1.0000000180025095e-35 -0.010834999999999999 -0.24436499999999997 -0.070154999999999981 0.092670000000000016 0.016865000000000002 0.084680000000000019 -0.0029299999999999994 0.08764000000000001 0.31358000000000003 0.11734000000000001 0.40124500000000002 1.0000000180025095e-35 0.040760000000000005 0.10302500000000002 -0.00045499999999999995 -0.092644999999999991 -0.047599999999999996 -0.059114999999999994 -0.0037349999999999996 -0.23375999999999997 -0.14723999999999998 -0.0051099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 6 -6 8 9 -1 -2 11 14 -13 -11 -8 16 -4 18 19 22 21 24 29 -24 -21 -25 28 -10 -16 -3
right_child=2 17 15 -5 5 -7 10 -9 27 13 -12 12 -14 -15 26 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.002532475438029333 0.0019906886871527709 0.0056733178693940635 0.0010623753620464295 0.007587887269134324 0.0050706424759342696 -0.0015228570496219618 0.0014735292349739569 0.00045810412417200425 0.0041045235715814511 0.0045547140930384724 0.0011599076051469438 -0.0012378453712017291 0.0050275191273116936 0.0021687488585545602 0.0014125913482807254 0.0031429391811360363 -0.0038146571566661201 0.0036841654622879689 0.0020251414627723749 0.0053419762407429516 0.0085852367449506511 0.0012148514301294374 0.0015069318314393362 0.005100432885262597 0.0089476047308537469 0.0021858352205405634 0.0064938222756609322 0.0073025075314291886 0.0049089881035292316 0.0048410900268082242
leaf_weight=27 121 1045 61 30 26 32 23 54 29 167 41 24 22 60 23 27 21 88 21 52 53 21 39 343 29 30 60 78 72 402
leaf_count=27 121 1045 61 30 26 32 23 54 29 167 41 24 22 60 23 27 21 88 21 52 53 21 39 343 29 30 60 78 72 402
internal_value=0 0.00503399 0.00239908 0.00411839 0.00389063 0.00143285 0.00424791 0.00287655 0.00564928 0.00325183 0.00353929 0.0039748 0.00175863 0.00392406 0.00454751 0.000638133 -0.000186621 0.00524402 0.00531147 0.00534574 0.0065664 0.0055174 0.00524396 0.00454804 0.00663288 0.00486601 0.00500365 0.00643576 0.00406249 0.00544211
internal_weight=0 2610 511 487 457 58 399 402 134 348 265 224 46 227 178 109 82 2123 2035 2014 155 102 1859 412 81 373 155 107 95 1447
internal_count=3121 2610 511 487 457 58 399 402 134 348 265 224 46 227 178 109 82 2123 2035 2014 155 102 1859 412 81 373 155 107 95 1447
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=31
num_cat=0
split_feature=1 3 39 4 3 2 43 1 14 12 0 49 4 4 1 2 1 49 52 12 12 2 1 47 150 2 11 52 13 0
split_gain=14.8572 2.31798 1.2194 1.02972 0.777291 0.662732 0.459731 0.41956 0.37861 0.299621 0.292139 0.369115 0.260513 0.252865 0.245474 0.234701 0.217156 0.182974 0.18015 0.17791 0.143627 0.136299 0.108626 0.0983308 0.0965194 0.0919439 0.0858874 0.0846526 0.0823431 0.0821851
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.31534000000000006 0.11362000000000001 -0.025214999999999998 0.09253500000000002 0.062655000000000016 0.089410000000000003 -0.10607499999999999 0.036705000000000008 0.022185000000000003 -0.16363499999999997 0.085605000000000014 0.11177500000000001 0.12205500000000001 -0.054984999999999992 0.048770000000000008 0.13597000000000004 0.091475000000000015 0.094835000000000017 0.13075500000000004 0.090100000000000013 0.089910000000000018 0.14285500000000004 0.084680000000000019 0.10024500000000001 -0.47860499999999995 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 8 16 21 10 -7 11 14 20 -8 29 23 -3 -2 28 -11 -12 -4 -5 -15 -16 -17 -19 -22 -6 -1
right_child=1 4 7 22 18 9 13 -9 -10 19 12 -13 -14 15 24 25 -18 26 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072463751861862112 0.00042272236270437819 0.00028020243901545177 0.0006956851280300445 0.00035445977976314381 7.3806627398850406e-05 0.00031482182981848136 0.00056009595528902381 0.00035704396120294908 0.00079836677257164946 0.00060633556546867736 0.00069086973474503845 0.00073019016427332099 0.0005887923618190684 0.00035993214173157226 0.00051298050969359615 0.00030016027816755241 0.00014398400443514772 0.00058085215549789242 0.00019059044242092122 0.0004315898354564394 0.00066935266168154073 0.00051123701741794057 0.0001983768115072356 0.00053251763596572977 0.00036047172266651773 0.00015188472190250953 0.00069707410437975506 0.00061823516684170892 -7.7138224112941251e-05 0.00057407935203163422
leaf_weight=20 23 89 24 60 33 20 20 66 85 112 1179 52 134 30 39 82 91 87 34 28 390 43 24 22 27 20 34 183 24 46
leaf_count=20 23 89 24 60 33 20 20 66 85 112 1179 52 134 30 39 82 91 87 34 28 390 43 24 22 27 20 34 183 24 46
internal_value=0 0.00032163 0.000650582 0.000482394 0.000239261 0.000661071 0.00028081 0.000468004 0.000670111 0.000539316 0.000664844 0.000590268 0.00067212 0.000352679 0.000535147 0.000325741 0.000211336 0.000583037 7.76305e-05 0.000571386 0.000678493 0.000577308 0.000309865 0.000432949 0.000450591 0.000271087 0.00061351 0.000653027 1.02509e-05 0.000619703
internal_weight=0 673 2448 228 445 2315 354 133 2155 160 2070 184 1886 174 132 154 180 144 91 140 1752 67 84 52 66 102 121 573 57 66
internal_count=3121 673 2448 228 445 2315 354 133 2155 160 2070 184 1886 174 132 154 180 144 91 140 1752 67 84 52 66 102 121 573 57 66
is_linear=0
shrinkage=0.00196078


Tree=7999
num_leaves=31
num_cat=0
split_feature=1 12 3 15 46 3 1 0 4 42 3 0 0 52 0 2 47 42 480 13 4 2 15 133 3 13 0 481 1447 3
split_gain=0.299252 0.050607 0.0453612 0.0351914 0.0356077 0.0360773 0.0355518 0.029487 0.0223057 0.0199328 0.0214634 0.0400853 0.0374326 0.0175033 0.0174861 0.0171188 0.0238802 0.0163706 0.0159471 0.0158301 0.0154362 0.01576 0.0278858 0.0159943 0.0207536 0.0153737 0.0153592 0.0152536 0.0212224 0.0210589
threshold=0.11146500000000002 0.078300000000000008 -0.059315 0.035560000000000008 0.084955000000000017 0.12178000000000001 0.08864000000000001 0.034820000000000011 0.053180000000000012 0.091545000000000015 -0.0063699999999999989 -0.067094999999999988 -0.14920999999999998 -0.054584999999999995 -0.040504999999999992 0.11474000000000002 0.090280000000000013 0.12556000000000003 -0.092774999999999982 0.05868000000000001 -0.064804999999999988 0.13712500000000002 -0.089964999999999976 0.089405000000000012 0.30112000000000005 0.043850000000000007 -0.10474999999999998 -0.065834999999999991 -0.085709999999999995 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 5 6 25 20 17 10 11 13 -12 -8 15 16 -2 18 -3 -16 -4 23 26 24 -22 -1 -23 -20 -29 -30
right_child=2 8 7 -5 -6 -7 9 -9 -10 -11 12 -13 -14 -15 19 -17 -18 -19 27 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0054688438975736206 0.008072388702345527 0.0027154338175684892 0.0043322526805031191 0.006529215920083928 0.007816523878968187 -0.00016743938831496053 0.0025205018499400468 -0.0015685358699411155 0.0043274513056351929 0.00040027394469899051 0.0024692220777204192 -0.00070027314847515487 0.0062282830166693129 0.0061436845548450952 0.0041351983288768681 0.00269703473758829 0.0041400114975948914 0.0035207333048068302 0.0063142194911762657 0.00067316631089592456 0.0036168719637343322 0.0036423375946469608 -0.001865850789805076 0.00050962207102644682 0.0010426114892794027 0.0031989319200734969 0.00084695062699315495 0.0027794260109658357 0.0065852592750434953 0.0052712458380765569
leaf_weight=127 23 22 26 53 21 24 40 25 244 26 54 31 52 20 25 34 47 48 174 28 103 29 28 37 45 39 61 32 133 1470
leaf_count=127 23 22 26 53 21 24 40 25 244 26 54 31 52 20 25 34 47 48 174 28 103 29 28 37 45 39 61 32 133 1470
internal_value=0 0.00501605 0.00236978 0.00409667 0.00379961 0.00359536 0.00382751 0.00174233 0.00522695 0.0030027 0.00334616 0.00221962 0.00431329 0.00372823 0.00378454 0.00453793 0.00543208 0.00534376 0.00539155 0.0023062 0.00199391 0.00179327 0.000890237 0.00236925 0.00283416 0.00493555 0.00174769 0.00542409 0.00532937 0.00538027
internal_weight=0 2610 511 487 434 413 389 354 2123 223 197 91 106 60 157 104 70 1879 1831 53 329 303 118 185 148 166 90 1809 1635 1603
internal_count=3121 2610 511 487 434 413 389 354 2123 223 197 91 106 60 157 104 70 1879 1831 53 329 303 118 185 148 166 90 1809 1635 1603
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=31
num_cat=0
split_feature=1 2 4 4 12 12 2 1 1 2 14 50 11 1 4 13 49 2 4 2 1 3 12 43 47 159 47 11 16 34
split_gain=12.4299 1.5421 1.28619 1.12247 1.03541 0.807374 0.513643 0.418775 0.304363 0.294941 0.214368 0.197138 0.183355 0.198148 0.251259 0.172032 0.14333 0.139445 0.12314 0.111454 0.101726 0.0974469 0.109684 0.0961671 0.0921631 0.0863695 0.0937447 0.0783493 0.0778299 0.06926
threshold=0.10752500000000002 0.14285500000000004 0.27834500000000006 0.27287000000000006 -0.029094999999999999 0.085055000000000006 0.13712500000000002 0.09253500000000002 0.12958500000000003 0.089885000000000007 0.076175000000000007 0.086295000000000011 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -1.0000000180025095e-35 -0.012034999999999999 0.097070000000000004 0.024790000000000003 0.31765000000000004 0.086920000000000011 -0.11171999999999999 0.090285000000000018 0.016310000000000002 0.089640000000000011 0.084250000000000005 0.078345000000000012 0.082485000000000017 -0.088159999999999988 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 7 15 9 17 -5 10 20 19 13 21 -15 25 -7 -1 -17 -3 -6 23 -23 -11 -18 26 -2 -14 -9 -10
right_child=1 11 -4 8 6 16 -8 28 29 12 -12 -13 27 14 -16 18 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071739310607090681 0.0003231230196958988 0.00015752079200109589 0.00038149487214820968 0.00036232144867168881 0.00071260178509449169 0.0004623834942193592 0.00045876154893292236 0.00052009653266844684 0.00012887517865538514 0.00065444051440245179 0.00082200621500804448 0.0003121349575050776 0.00083492847809604569 0.00066827820058027387 0.00043661655002924933 0.00057052704153441581 0.00073276449614578527 0.00054847565527403608 0.00037449669566440416 1.4308019941290857e-07 0.00067551596516886726 0.0007073220764330484 0.0006509667384865575 0.00047979879719263306 0.00060250804275639497 0.00025908424206278928 0.00048337887531147995 0.00070796493296750842 0.00038312743704431039 0.00024697727899240584
leaf_weight=34 36 81 59 116 928 20 38 22 28 27 59 27 25 36 36 28 31 42 22 22 410 184 477 22 64 32 23 74 58 60
leaf_count=34 36 81 59 116 928 20 38 22 28 27 59 27 25 36 36 28 31 42 22 22 410 184 477 22 64 32 23 74 58 60
internal_value=0 0.000351567 0.000667605 0.000404858 0.000674434 0.000491322 0.000684849 0.000519813 0.000296355 0.00068862 0.000706338 0.000163 0.000660525 0.00065046 0.000552447 0.000391876 0.000613251 0.000624044 0.000484274 0.000123906 0.000701238 0.0006604 0.000666654 0.00057603 0.000645013 0.000341108 0.000385596 0.000740026 0.000420794 0.000209399
internal_weight=0 590 2531 460 2472 256 2316 156 204 2278 1397 130 881 782 72 141 115 76 50 103 1338 710 661 49 95 91 59 99 80 88
internal_count=3121 590 2531 460 2472 256 2316 156 204 2278 1397 130 881 782 72 141 115 76 50 103 1338 710 661 49 95 91 59 99 80 88
is_linear=0
shrinkage=0.00196078


Tree=8001
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 4 2 4 1 2 0 15 4 1 2 12 1 1 4 15 13 2 34 4 0 150 11 13 15
split_gain=14.4835 2.36954 1.34432 1.27936 0.774233 0.597947 0.570368 0.555657 0.429903 0.403068 0.390095 0.23674 0.352351 0.263954 0.24526 0.221616 0.145547 0.175722 0.127849 0.124052 0.120984 0.111254 0.107895 0.105532 0.104918 0.0975649 0.093293 0.109545 0.0880306 0.0878171
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.099185000000000009 0.062655000000000016 0.27834500000000006 0.17025000000000004 0.40945500000000007 0.077845000000000011 0.13501500000000002 -0.10474999999999998 -0.12255999999999999 0.0082450000000000006 0.083135000000000014 0.14285500000000004 0.08815000000000002 0.089770000000000016 0.15799000000000005 -0.50940999999999981 -0.043924999999999992 -1.0000000180025095e-35 0.10613000000000002 -0.038779999999999995 -0.062539999999999984 -0.026509999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 5 11 24 8 15 -5 26 12 -1 16 -14 29 17 19 -9 -13 -16 -2 -23 -10 -4 -12 27 -6 -25 -3
right_child=1 7 6 9 10 -7 -8 18 23 -11 25 13 14 -15 20 -17 -18 -19 -20 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00084764297529002345 0.00036878761508645787 0.00051936847305870449 0.00079128075403944427 0.00070087516612532422 0.00067777336167364557 0.000923369238989272 0.00041878640667935082 0.00016597319898332247 0.00013834721070381028 0.00042074203284341217 0.00059177863582596843 0.00092450791917493579 0.00072534457301976635 0.00064998241998311449 0.00060163857185068241 0.00024472401729401419 0.00073942920217266327 0.00061877441155649775 -2.9735016320457283e-05 0.00077829133047219775 0.00042484876120366723 0.0005699254718481326 0.00042024115887313857 0.00022963202010621041 0.00066452987135990575 0.00041436003528108335 0.00056127468116092363 0.00078073760620389371 0.00035658326925210699 0.00038761145602585965
leaf_weight=34 131 41 34 28 339 76 36 33 32 67 22 23 50 91 46 25 770 26 21 742 22 24 81 70 96 26 23 45 30 37
leaf_count=34 131 41 34 28 339 76 36 33 32 67 22 23 50 91 46 25 770 26 21 742 22 24 81 70 96 26 23 45 30 37
internal_value=0 0.000404644 0.000501999 0.000726359 0.000735434 0.000752999 0.000637197 0.000269223 0.000310437 0.000503308 0.000662858 0.000745822 0.000671771 0.000752635 0.000621096 0.000405377 0.000758619 0.0007773 8.98644e-05 0.000782687 0.000544442 0.000406902 0.000454455 0.000236355 0.00069768 0.000495677 0.000682574 0.000689839 0.000267717 0.000456868
internal_weight=0 691 402 2430 2335 1880 166 289 235 95 455 1804 152 1652 118 103 1561 791 54 765 68 236 105 132 130 48 407 384 100 78
internal_count=3121 691 402 2430 2335 1880 166 289 235 95 455 1804 152 1652 118 103 1561 791 54 765 68 236 105 132 130 48 407 384 100 78
is_linear=0
shrinkage=0.00196078


Tree=8002
num_leaves=31
num_cat=0
split_feature=1 12 1 3 43 4 44 1 15 12 43 2 3 49 4 12 0 403 133 12 2 47 14 16 0 42 2 3 49 0
split_gain=0.358346 0.0606456 0.0511916 0.0368489 0.0370068 0.0387071 0.0363677 0.0397606 0.0266922 0.025351 0.0282889 0.0232248 0.0219686 0.0219598 0.0232121 0.0348981 0.0464695 0.0202246 0.0284625 0.0272522 0.0293512 0.0200907 0.0224511 0.0288127 0.0229963 0.0367645 0.01858 0.0190124 0.0233355 0.0187329
threshold=0.11146500000000002 0.078300000000000008 0.13707500000000003 -0.028564999999999997 0.084740000000000024 0.42642000000000008 1.0000000180025095e-35 0.08864000000000001 0.035560000000000008 0.099815000000000015 -0.073404999999999984 0.12043500000000001 -0.076234999999999983 -0.083094999999999988 -0.059649999999999988 -0.054684999999999991 -0.14454499999999995 -0.080719999999999986 -0.0077049999999999992 0.110195 0.10497000000000002 0.13827000000000003 -0.42495999999999995 -0.11676499999999999 -0.13027499999999997 0.089390000000000011 0.11362000000000001 0.10542000000000001 0.0093850000000000027 -0.068944999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 11 7 13 26 -3 12 -2 -11 -1 -15 -16 -17 -12 19 -19 -21 22 -4 24 -24 -26 27 28 29 -9
right_child=2 9 21 -5 -6 -7 -8 8 -10 10 17 -13 -14 14 15 16 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0085647089453414083 0.0057177166332108668 0.0059459402430694754 0.0037271354474465953 0.0024035263393213727 0.0084945337928365918 0.00090187176635178428 0.0079307929022858544 0.0044425518244970595 0.0067187868019876378 0.0055304661327763727 0.0064175671957528747 0.0024031888557084161 0.0088346789582059351 0.0063734345916217489 0.0060367032845059171 0.0057037755825810818 -0.00039101516996542442 0.0032901266954324551 0.0027805986477057497 0.0091244205044439218 0.0040288836479885504 0.0041009826984788689 -0.0014732495045543395 -0.0020262736024482075 0.0044139937022035676 -0.00055031259902394737 0.0010916665485793992 0.0057832557263530118 0.00062868674208099642 0.0019259032635350845
leaf_weight=20 78 1784 22 187 20 33 30 100 24 89 39 29 26 76 46 22 29 38 101 26 20 21 22 38 35 26 35 33 30 42
leaf_count=20 78 1784 22 187 20 33 30 100 24 89 39 29 26 76 46 22 29 38 101 26 20 21 22 38 35 26 35 33 30 42
internal_value=0 0.00556443 0.00266864 0.00335673 0.00447079 0.00389597 0.00455799 0.00433658 0.00353905 0.00579531 0.00500258 0.00481939 0.00627751 0.0054275 0.00506482 0.0040395 0.00223811 0.00434805 0.00391177 0.00527187 0.00690897 0.00121274 0.000788593 0.000254312 0.00129844 0.00229806 0.00322108 0.00358464 0.00316281 0.00369819
internal_weight=0 2610 511 347 160 140 487 457 264 2123 339 107 115 193 173 97 51 224 185 84 46 164 143 121 83 61 240 205 172 142
internal_count=3121 2610 511 347 160 140 487 457 264 2123 339 107 115 193 173 97 51 224 185 84 46 164 143 121 83 61 240 205 172 142
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=31
num_cat=0
split_feature=1 12 1 15 4 1 4 123 43 16 12 11 16 15 51 51 0 151 14 484 1 50 50 481 52 1447 484 16 3 133
split_gain=0.29026 0.049198 0.0414652 0.0328662 0.032448 0.0304695 0.0270556 0.0263049 0.0252549 0.0259125 0.0237415 0.0234126 0.0260477 0.025065 0.0447334 0.0247367 0.0238599 0.0227289 0.0221451 0.0189994 0.0183593 0.0180729 0.0207175 0.0203751 0.017976 0.0264626 0.0372344 0.0251276 0.0225642 0.0219668
threshold=0.11146500000000002 0.051320000000000005 0.13707500000000003 0.035560000000000008 -0.008819999999999998 0.08864000000000001 0.40124500000000002 0.083430000000000018 0.084740000000000024 0.11346000000000002 0.11734000000000001 1.0000000180025095e-35 0.0065250000000000004 0.040760000000000005 0.10302500000000002 -0.047599999999999996 -0.13455999999999999 -0.081989999999999993 0.078320000000000015 0.12364500000000002 0.16773500000000005 0.10861000000000003 0.10450500000000001 0.0051300000000000009 0.11277500000000001 -0.085684999999999997 -0.081869999999999984 -0.040964999999999994 -0.073309999999999986 0.092845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 7 17 10 -2 9 -6 11 12 16 14 15 -13 -3 -1 -15 21 -4 22 23 24 25 26 -18 28 29 -26
right_child=2 6 20 -5 8 -7 -8 -9 -10 -11 -12 13 -14 18 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0079999145772308121 0.005753814245736788 0.0020499328018299171 0.0015187931621070715 0.0065431295390411919 0.0016930638892335079 0.0031106874052214363 0.0017245890519751066 0.0016670651634090713 0.0054331323167739008 0.0045428364219045952 0.0036417343238347465 0.0052910857673850844 0.0044305278796052611 0.010774907937628173 0.0014576731427084833 0.0088599251057471969 0.0045729471766389907 0.0044165726180162663 0.0066208811064853131 0.00756724698741625 -0.00152823428582886 0.0043167874374153365 0.0086161994929647157 0.0083365907776169479 0.005630051537712173 0.0054203619912528379 0.01026572791894001 0.0020701699814683681 0.0078679880704325827 0.0018207778513897211
leaf_weight=20 63 21 141 49 199 254 22 21 26 38 88 52 341 21 21 31 20 154 33 41 23 143 21 24 41 1102 27 37 23 24
leaf_count=20 63 21 141 49 199 254 22 21 26 38 88 52 341 21 21 31 20 154 33 41 23 143 21 24 41 1102 27 37 23 24
internal_value=0 0.00500799 0.00240178 0.00408989 0.00302106 0.00380903 0.0052133 0.00473213 0.00247456 0.00214999 0.00524966 0.00531961 0.00522059 0.0064884 0.00558082 0.00662403 0.00539737 0.00482845 0.00823634 0.00544414 0.00109147 0.0053846 0.00550037 0.00544995 0.00539558 0.00551947 0.00784327 0.00425673 0.00517607 0.00422355
internal_weight=0 2610 511 477 347 428 2133 84 263 237 2111 2023 1865 158 104 83 1524 174 54 1503 164 1462 1319 1298 1274 1149 47 125 88 65
internal_count=3121 2610 511 477 347 428 2133 84 263 237 2111 2023 1865 158 104 83 1524 174 54 1503 164 1462 1319 1298 1274 1149 47 125 88 65
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=31
num_cat=0
split_feature=1 3 2 4 1 2 123 14 47 2 9 2 0 47 150 16 1 1 47 12 3 1 4 3 12 13 4 2 52 4
split_gain=16.8171 2.82217 1.42299 1.19809 0.853222 0.718898 0.550225 0.533957 0.526667 0.501585 0.333746 0.306662 0.304528 0.460696 0.281576 0.258727 0.254414 0.22018 0.195939 0.22869 0.239011 0.178517 0.174747 0.142445 0.130453 0.111057 0.104969 0.103755 0.102428 0.101067
threshold=0.10508500000000001 -0.059315 0.099515000000000006 0.27834500000000006 0.11690500000000002 -0.13033999999999998 0.08128500000000001 0.062655000000000016 0.085505000000000012 0.14285500000000004 -1.0000000180025095e-35 0.31358000000000003 -0.11173999999999999 0.078875000000000015 1.0000000180025095e-35 -0.061854999999999993 0.083135000000000014 0.12337000000000002 0.10648500000000001 -0.010834999999999999 0.11658 0.13075500000000004 0.0067750000000000006 -0.13927999999999999 0.08815000000000002 0.10935500000000002 -0.51843499999999987 0.10855000000000002 0.12418000000000001 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 18 -1 9 10 11 14 -7 28 13 16 23 -10 -12 29 19 -3 -21 -5 24 27 26 -25 -14 -4 -6 -2
right_child=1 4 6 21 8 7 -8 -9 15 -11 12 -13 22 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050834468575326709 0.00081265586521798755 0.00035231250298595255 0.00090087901269814673 0.00048941260830687931 0.00024278263022432453 0.00056070543095177296 0.00046370351009379288 0.00097723938774370214 0.00033649753711961436 0.00050268776119204855 0.00077378450778643466 2.6643884922164719e-05 0.00097577101840794027 0.00096659412337284469 0.00054514790320682872 0.00057656127823834996 0.00058541901647021961 0.00056729824995769478 0.00064525169996069922 0.00065476855664860971 0.00042767367642872233 0.00028932116411358507 0.00074701223276728182 0.00074197907670397578 0.00080953282157637883 0.00059465220898918521 0.00084138561728752833 0.00073534263529224334 0.00037145594014924445 0.00069584749350581421
leaf_weight=29 68 65 37 60 158 20 36 79 45 39 51 24 23 25 28 28 60 27 20 28 49 24 110 311 768 21 787 24 28 49
leaf_count=29 68 65 37 60 158 20 36 79 45 39 51 24 23 25 28 28 60 27 20 28 49 24 110 311 768 21 787 24 28 49
internal_value=0 0.000440956 0.000790933 0.000618345 0.000350069 0.000814763 0.00069715 0.000819384 0.000285109 0.000715419 0.000812621 0.000235238 0.000815383 0.000726125 0.000735126 0.000428577 0.000671965 0.000726904 0.000463549 0.000437957 0.000510254 0.000432244 0.000822575 0.000748661 0.000827842 0.00073266 0.000845201 0.00083575 0.000262153 0.000763736
internal_weight=0 673 2448 228 445 1952 496 1923 283 460 1844 210 1824 136 421 73 111 144 162 142 77 84 1688 393 1578 332 810 61 186 117
internal_count=3121 673 2448 228 445 1952 496 1923 283 460 1844 210 1824 136 421 73 111 144 162 142 77 84 1688 393 1578 332 810 61 186 117
is_linear=0
shrinkage=0.00196078


Tree=8005
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 4 2 2 4 1 50 51 1429 47 4 1 0 51 1 52 49 2 160 157 1
split_gain=25.1005 3.90203 2.60823 2.13415 1.44872 1.44373 0.735058 0.69479 0.68069 0.589024 0.500839 0.497373 0.497201 0.406172 0.219285 0.198896 0.207014 0.228761 0.192235 0.166059 0.232331 0.180308 0.129883 0.119729 0.117096 0.110966 0.109128 0.107603 0.107357 0.100329
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.14838000000000004 0.091265000000000013 0.42051500000000003 0.080270000000000022 0.083090000000000011 0.0053700000000000006 0.084690000000000015 0.090100000000000013 -0.015039999999999998 0.086455000000000018 0.18019500000000002 0.11144500000000002 0.16175000000000003 -0.16675999999999999 -0.054319999999999993 0.14960000000000004 -1.0000000180025095e-35 -0.010609999999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 11 12 -5 -6 13 14 -4 22 16 17 -16 29 21 -21 28 -1 -13 -10 -11 -7 -15 -14 -3
right_child=1 2 7 9 10 26 -8 -9 24 25 -12 23 19 27 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081108388624055879 0.00074912129245426008 0.00030218419104360362 0.00029486707537459896 0.00067487548147312094 0.0006746500356030774 0.00052873629698141377 0.00042932362652256675 0.00039327814079382842 0.00081524033026368007 0.00043309930749613825 0.00037919362960155031 1.4881079844316514e-05 0.00083610610442929993 0.00018629718661948059 0.00075813638952650325 0.00079613211757477073 0.00057137410896008502 0.00053889585549340535 0.00044208948977528977 0.00070974421211762696 0.00052022235569481245 0.00057180676317098095 0.00067547056667444083 -0.00015607661420668985 0.00098680941992036167 0.00026832982800365271 0.00034109798602782314 4.4835840958066733e-05 0.00074822451595574994 0.00019450594582524859
leaf_weight=897 74 147 55 34 71 22 24 34 20 33 32 63 64 29 215 252 32 20 32 315 27 20 28 21 65 30 26 72 324 43
leaf_count=897 74 147 55 34 71 22 24 34 20 33 32 63 64 29 215 252 32 20 32 315 27 20 28 21 65 30 26 72 324 43
internal_value=0 0.00032434 0.000271863 0.000751907 0.000390665 0.000763667 0.000770682 0.000130948 0.000774277 0.000466886 0.000582858 9.37849e-05 0.000767607 0.000159285 0.000788879 0.000756621 0.00071933 0.000739478 0.000301494 0.000726649 0.000694782 0.000753362 0.000806979 -2.78583e-05 0.00094644 0.000354638 0.000427099 8.54535e-05 0.00076272 0.000277815
internal_weight=0 673 599 2448 325 2351 2303 274 2279 97 103 240 2194 156 1444 519 267 235 222 750 342 408 925 84 85 63 48 101 388 190
internal_count=3121 673 599 2448 325 2351 2303 274 2279 97 103 240 2194 156 1444 519 267 235 222 750 342 408 925 84 85 63 48 101 388 190
is_linear=0
shrinkage=0.00196078


Tree=8006
num_leaves=31
num_cat=0
split_feature=1 12 2 4 1 150 14 4 12 1 0 11 16 15 51 15 151 4 0 2 150 457 51 0 4 15 2 16 42 2
split_gain=0.386086 0.0649405 0.0534901 0.0403532 0.0386807 0.0324298 0.031322 0.0297667 0.02618 0.0255329 0.0251765 0.0244804 0.0245364 0.0235046 0.0382021 0.022746 0.0229631 0.0377049 0.0356668 0.0496396 0.0264139 0.0225389 0.0217698 0.0216641 0.0215773 0.0680208 0.0215588 0.021052 0.0468363 0.0473561
threshold=0.11146500000000002 0.051320000000000005 0.14753000000000002 0.27287000000000006 0.08864000000000001 0.084680000000000019 -0.10708499999999999 0.40124500000000002 0.11734000000000001 0.12958500000000003 -0.23091999999999999 1.0000000180025095e-35 0.0057500000000000008 0.040760000000000005 0.10302500000000002 0.050935000000000008 0.079100000000000018 -0.17966999999999997 -0.070499999999999993 0.10252500000000002 0.085210000000000022 -0.081674999999999984 -0.047599999999999996 -0.13455999999999999 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.083160000000000026 0.096035000000000023 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 10 -2 -6 8 11 -5 -1 12 23 14 22 16 17 -8 19 -19 -20 -14 -13 -3 26 -26 -12 28 29 -23
right_child=2 7 -4 9 6 -7 15 -9 -10 -11 24 13 21 -15 -16 -17 -18 18 20 -21 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.008808370902324501 0.0049691972599051754 0.0029112130935703005 0.00070958503173800924 0.0033046459841871976 0.0076835034973919388 0.0020864825919797679 0.0076588210671962725 0.0022567571087909691 0.0042657456834356046 0.0010498033343500704 0.0076865481320195468 0.0060575455975665068 0.0074378969195561528 0.0089154822895108257 0.0025336785818494503 0.0068168055312708021 0.00037223403390574582 0.0057724979942043626 -0.0011501473489131189 0.0020964953750889337 0.0036080560320988298 -0.0013349641636013986 0.0094055298160040587 0.0061455998594311311 0.005862795519121727 -6.2736304244026542e-05 0.0038232180662453176 0.0054456885857616898 0.0066076832264661796 0.0042690149336857231
leaf_weight=23 148 21 109 103 20 53 21 22 88 98 52 52 39 54 21 20 24 75 28 72 20 25 31 1494 76 26 20 213 35 38
leaf_count=23 148 21 109 103 20 53 21 22 88 98 52 52 39 54 21 20 24 75 28 72 20 25 31 1494 76 26 20 213 35 38
internal_value=0 0.00568021 0.00267442 0.00320717 0.0046254 0.00420908 0.00387006 0.00591609 0.00595423 0.00220527 0.00569898 0.00602768 0.00592643 0.00722283 0.00634395 0.00357672 0.00330671 0.00363277 0.00319919 0.00397201 0.000832437 0.00517179 0.007308 0.00610077 0.00528797 0.00435237 0.0066134 0.00488762 0.00367467 0.00204521
internal_weight=0 2610 511 402 477 201 280 2133 2111 201 197 2023 1865 158 104 260 240 216 195 147 48 350 83 1515 174 102 72 311 98 63
internal_count=3121 2610 511 402 477 201 280 2133 2111 201 197 2023 1865 158 104 260 240 216 195 147 48 350 83 1515 174 102 72 311 98 63
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=31
num_cat=0
split_feature=1 12 1 10 34 2 2 10 97 4 133 1375 132 13 484 13 12 1446 4 4 399 3 51 49 0 2 1 1210 481 2
split_gain=0.314275 0.0809329 0.0415678 0.0396187 0.0334529 0.0332572 0.0328993 0.0305718 0.0301838 0.0291092 0.0259321 0.0310979 0.0310475 0.0304721 0.0227249 0.0226907 0.0220926 0.0368718 0.024154 0.0294668 0.0238381 0.0252361 0.0260435 0.0216666 0.0204935 0.0202187 0.0524434 0.0392427 0.0268973 0.031739
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 -0.079859999999999987 -0.038779999999999995 0.11510000000000002 -0.15339499999999998 -0.38851999999999992 -0.079444999999999988 0.40124500000000002 0.087035000000000015 -0.096099999999999977 0.08696000000000001 -0.08971999999999998 -0.011244999999999998 -0.0093149999999999986 0.092550000000000007 0.10734500000000001 -0.49013999999999996 -0.15764999999999998 0.10054500000000001 -0.13927999999999999 -0.047599999999999996 -0.006494999999999999 -0.23194499999999998 0.089005000000000015 0.076935000000000017 -0.15347999999999998 -0.0066299999999999996 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 7 8 6 -6 -2 -5 16 11 -4 13 23 -15 -12 18 20 -3 -20 21 22 -18 -13 -1 27 28 -21 -27 -30
right_child=3 9 10 4 5 -7 -8 -9 -10 -11 15 12 -14 14 -16 -17 17 -19 19 25 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0080057030480185695 0.0012364830547834146 0.0082697581923143436 6.4038567837666386e-05 0.0021820806733254968 0.0013154569556246753 0.001937570295844083 0.0054413559600053471 -0.0036907454789616174 -0.0030780067550949756 0.0025641098897291447 0.0029647252525832942 0.0040971621248620345 0.00035842801444232466 0.0080069320322945711 0.0044640172070565176 -0.0011568863505751572 0.0050694643142277429 0.00089536603243852212 0.002058764153722829 0.010196628076955677 0.0078107605816330767 0.0047308142660208944 0.0087680329879124951 -2.593361138133332e-05 0.004767447867447378 0.0077876033468378923 -6.4864711021073163e-05 0.0057225518150777668 0.0039882627079095749 0.0062890573213904254
leaf_weight=22 34 33 22 24 27 172 68 20 20 38 34 26 22 20 191 22 45 22 24 20 30 651 33 25 175 36 20 991 157 97
leaf_count=22 34 33 22 24 27 172 68 20 20 38 34 26 22 20 191 22 45 22 24 20 30 651 33 25 175 36 20 991 157 97
internal_value=0 0.00503445 0.00396014 0.00191185 0.00234599 0.00276701 0.00426873 -0.000588416 -0.000208868 0.0053078 0.003324 0.00368607 0.00396665 0.00426963 0.00479984 0.00134552 0.00535609 0.00493118 0.00559691 0.00553133 0.00504816 0.00493447 0.00663424 0.00207604 0.00512908 0.00559442 0.00488791 0.00581106 0.00522948 0.00486691
internal_weight=0 2756 559 365 311 267 95 54 44 2197 362 306 284 262 211 56 2159 781 1378 1345 759 729 78 51 197 1321 310 1011 290 254
internal_count=3121 2756 559 365 311 267 95 54 44 2197 362 306 284 262 211 56 2159 781 1378 1345 759 729 78 51 197 1321 310 1011 290 254
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=31
num_cat=0
split_feature=1 2 3 2 0 0 2 16 52 34 124 0 2 0 31 150 2 13 401 158 4 1212 2 52 1209 1203 43 43 3 12
split_gain=0.254676 0.0441938 0.0386789 0.0391818 0.029684 0.0260402 0.0259863 0.0349498 0.0212835 0.0207605 0.0264779 0.0331311 0.0267865 0.022903 0.0211766 0.0202795 0.0262377 0.0195689 0.0219243 0.018538 0.0201836 0.0231979 0.0387569 0.0313201 0.0257322 0.0195006 0.0241035 0.0374048 0.0433521 0.0286006
threshold=0.11146500000000002 0.10005000000000001 -0.049509999999999992 0.31358000000000003 -0.13027499999999997 0.14486500000000005 -0.0091949999999999983 -0.0068949999999999992 1.0000000180025095e-35 -0.038779999999999995 0.0049200000000000008 -0.074824999999999989 0.13404500000000005 -0.11437499999999999 -0.081689999999999985 0.094605000000000009 0.11448000000000001 -0.10278499999999999 1.0000000180025095e-35 0.07968500000000002 -0.082249999999999976 0.089995000000000019 0.084055000000000005 0.085310000000000011 0.087170000000000011 0.089005000000000015 -0.0095349999999999983 -0.032879999999999993 -0.086424999999999988 0.085700000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 9 8 17 7 -1 -3 14 11 12 15 -14 -4 16 -11 -6 -19 20 21 24 -23 -24 25 26 27 29 -29 -8
right_child=2 4 3 -5 5 -7 19 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012911441168243789 0.0034263237163053776 0.0018566392224522927 0.0017859693849459292 -0.0024255932450456467 0.0017959656295715833 0.001492121733496209 0.0076547549627277826 0.0053695537548169104 0.0054272176872473214 0.0053845543174247728 -0.00083445889714102342 0.004117267770857057 0.0014115373869318256 -0.0026174192538573633 -0.002247149337326055 0.00028132412489503621 0.0015302741240399579 0.0048157966796223868 0.0023795729639326654 0.0058000321761795849 0.0045793236135506787 0.0062316687467197582 -0.0011962110595777631 0.0044002285471651708 0.0086737529625399764 0.0024604708665893192 0.0046908730932456108 0.0057768071792088449 0.011198956638189227 0.0045585617272169733
leaf_weight=47 164 101 30 23 27 33 42 38 20 38 26 85 43 21 23 25 33 373 41 205 1237 33 20 20 26 21 164 30 29 103
leaf_count=47 164 101 30 23 27 33 42 38 20 38 26 85 43 21 23 25 33 373 41 205 1237 33 20 20 26 21 164 30 29 103
internal_value=0 0.00460204 0.0021608 0.00156269 0.00384479 0.00420166 0.00482565 0.00311443 0.00244682 0.00184581 0.00219981 0.00252181 0.00167422 8.9536e-05 3.57481e-05 0.00273068 0.00359313 0.00440441 0.00457453 0.00490101 0.00479417 0.00533877 0.00369487 0.00160201 0.00562794 0.00542437 0.0055935 0.00631914 0.00844193 0.00545539
internal_weight=0 2610 511 347 595 474 2015 85 121 324 271 245 160 64 53 96 71 441 414 1930 1725 488 73 40 415 389 368 204 59 145
internal_count=3121 2610 511 347 595 474 2015 85 121 324 271 245 160 64 53 96 71 441 414 1930 1725 488 73 40 415 389 368 204 59 145
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=31
num_cat=0
split_feature=1 12 2 1 4 3 4 16 14 12 43 3 52 15 1455 130 2 156 13 52 160 51 2 52 4 52 159 4 52 3
split_gain=0.211105 0.0596836 0.030392 0.0326502 0.027103 0.0274278 0.0221645 0.0202948 0.0300471 0.0223489 0.0187063 0.0400788 0.0301949 0.0303828 0.0201092 0.0182769 0.0180793 0.0177357 0.0171675 0.0247075 0.0164986 0.02024 0.020773 0.0297993 0.0274624 0.01531 0.0350987 0.0442234 0.0219702 0.0184364
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.092390000000000014 0.40124500000000002 -0.13309499999999996 0.042705000000000007 -0.11118499999999999 -0.46596499999999991 -0.081419999999999979 0.054355000000000007 -0.087129999999999985 1.0000000180025095e-35 -0.048699999999999993 0.068185000000000009 -0.050984999999999996 0.14285500000000004 0.11769000000000002 -0.069964999999999986 -0.023194999999999997 -0.092739999999999975 -0.10386999999999998 0.092235000000000025 0.047850000000000011 -0.00027999999999999998 0.11434500000000002 -0.032739999999999991 -0.081609999999999988 0.31359500000000001 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 16 -6 25 9 -9 -7 12 -12 13 14 18 -1 -2 -5 -8 -20 -17 -22 24 -24 -23 29 -27 -28 -29 -3
right_child=4 6 -4 17 5 7 10 8 -10 -11 11 -13 -14 -15 -16 20 -18 -19 19 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0069720303086796779 0.0031217449814790773 0.0056173170714571945 -0.00057150300015651044 0.0024904267158228741 0.0039822363106179091 0.0020678879465322098 0.00099897717745989212 0.00092781287268735475 -0.0045537143321780606 -0.00065477345105089063 0.0087599712051451197 0.003321036975276435 0.0045363495029251731 -0.00064675751295751606 0.0058521078992635018 0.0060215628906007627 0.00076198038704534802 0.0055619859835132962 0.005921263623982668 0.001725536662797822 0.0055829335497324601 0.0019356083563145472 -0.00028981952262776238 0.0044069037878547209 0.0057586780582953787 0.0047004991176104668 -0.0016503000920194957 0.0041783065765153577 0.00098097378484390948 0.0044485957128047428
leaf_weight=22 105 149 21 313 21 64 48 20 20 57 20 42 95 29 20 32 47 20 25 32 38 34 35 22 42 181 21 83 29 1434
leaf_count=22 105 149 21 313 21 64 48 20 20 57 20 42 95 29 20 32 47 20 25 32 38 34 35 22 42 181 21 83 29 1434
internal_value=0 0.00406682 0.00316313 0.00330368 0.00140637 0.000583141 0.00430379 0.000139781 -0.00181295 0.000785312 0.00352129 0.00507553 0.00313429 0.00226939 0.00294593 0.00423426 0.00239208 0.0026749 0.00239238 0.00356577 0.00393756 0.00354757 0.00296604 0.00152295 0.00404836 0.00443208 0.00379421 0.00256084 0.00335043 0.0045586
internal_weight=0 2787 579 558 334 182 2208 161 40 121 311 62 249 154 125 225 152 333 105 57 203 171 133 57 76 1897 314 133 112 1583
internal_count=3121 2787 579 558 334 182 2208 161 40 121 311 62 249 154 125 225 152 333 105 57 203 171 133 57 76 1897 314 133 112 1583
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=31
num_cat=0
split_feature=1 2 11 2 0 2 4 0 11 1446 1 16 4 150 40 13 52 49 43 48 48 52 1 1429 1 1447 3 52 159 42
split_gain=0.170995 0.0521989 0.0321527 0.030961 0.025654 0.0318665 0.0262215 0.0244657 0.0240165 0.0237158 0.0233187 0.021373 0.0237432 0.0286422 0.0238702 0.0208 0.0202475 0.0190819 0.0232017 0.0166114 0.0304774 0.016058 0.0248143 0.0409278 0.0383309 0.0226441 0.0210986 0.0311328 0.0224254 0.0277556
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 -0.0091949999999999983 -0.13843999999999998 0.15361500000000003 0.42642000000000008 -0.07384499999999998 0.085155000000000022 0.10734500000000001 0.16773500000000005 -0.39185999999999993 0.51303500000000013 0.076925000000000007 -0.0087249999999999984 -0.28558999999999996 -0.020999999999999994 0.14233500000000002 -0.035139999999999991 -0.065739999999999979 0.078735000000000013 0.11125500000000001 0.080270000000000022 0.084690000000000015 0.07635500000000002 -0.085684999999999997 -0.083924999999999986 0.31359500000000001 -0.016814999999999997 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 9 19 -1 -4 15 11 -2 13 14 -13 -6 -10 18 -16 -3 -21 22 24 -24 -5 -23 27 -27 -28 -30
right_child=10 4 8 21 5 -7 -8 -9 16 -11 -12 12 -14 -15 17 -17 -18 -19 -20 20 -22 25 23 -25 -26 26 28 -29 29 -31
leaf_value=0.0043258500751107935 0.00054019643449912597 0.003592444460705987 0.008289036551806411 0.0042155257124641739 0.00051187387933688503 -0.00014879206876055554 0.0050122585005896248 0.00074739543072480184 0.0067668283529201297 7.1602872340008629e-05 -0.0018067901449863592 0.0011457628011703493 -0.0010307606158312412 0.00010590945453649121 0.0031012719955469947 0.0037319765053130793 0.002320994604572964 0.0015276451245881618 0.0068268032006328985 -0.0020085855886074052 0.0017366464038261874 0.0007294769529835321 0.0036817741231591748 -0.00024831276885899052 0.0081004188895279269 0.0084594949681195443 0.003931962587636127 0.0031661453098058702 -0.0012917094265243838 0.0029062156254122599
leaf_weight=29 134 28 28 1096 21 26 23 56 20 20 23 35 20 35 32 448 21 20 35 28 97 32 494 28 26 20 137 25 21 63
leaf_count=29 134 28 28 1096 21 26 23 56 20 20 23 35 20 35 32 448 21 20 35 28 97 32 494 28 26 20 137 25 21 63
internal_value=0 0.00366014 0.00390862 0.00383636 0.0029064 0.0032626 0.00186412 0.00196828 0.00603146 0.00344398 0.00126573 0.00149296 0.00221427 0.00262764 0.00335109 0.00358779 0.00448969 0.0042383 0.00504745 0.00139087 0.000897714 0.00391813 0.00404055 0.00347096 0.00430555 0.00324272 0.00354507 0.00551875 0.00314319 0.00185673
internal_weight=0 2787 2096 2027 691 515 176 85 69 489 334 311 177 157 122 469 41 87 67 153 125 1942 1644 522 1122 298 266 45 221 84
internal_count=3121 2787 2096 2027 691 515 176 85 69 489 334 311 177 157 122 469 41 87 67 153 125 1942 1644 522 1122 298 266 45 221 84
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 2 1 14 4 49 50 11 1 4 11 1 16 3 43 1 1 43 16 2 52 4
split_gain=8.1136 1.3549 0.774085 0.589487 0.487082 0.407056 0.350546 0.331892 0.28022 0.269142 0.217462 0.194437 0.145949 0.13864 0.116021 0.101318 0.125159 0.201708 0.10143 0.0871092 0.07965 0.0820483 0.0875435 0.0746012 0.0703597 0.0681057 0.0729867 0.0657203 0.0614871 0.0625378
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14122000000000004 0.14753000000000002 -1.0000000180025095e-35 0.40124500000000002 0.089885000000000007 0.10613000000000002 0.077845000000000011 0.062655000000000016 -0.15464999999999998 -0.054984999999999992 0.086295000000000011 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.095165000000000013 0.12408500000000001 0.27776000000000006 -0.11171999999999999 0.016310000000000002 0.13075500000000004 0.091195000000000012 -0.080324999999999994 -0.014754999999999999 0.31358000000000003 0.40674500000000008 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 7 6 -3 8 11 -8 -4 24 -11 -2 27 16 20 -18 -17 -14 21 22 -10 -5 28 26 -12 -7 29 -1
right_child=1 5 10 23 -6 14 9 -9 15 12 25 -13 19 -15 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067539552176613341 0.00036482014117694169 0.00017026841078939683 0.00052408283779851528 0.00033391468105168124 0.00034288713696939644 0.00013278071824718231 0.00043477218541620929 0.00034236765014157832 0.00054303436569443954 0.00043600609708650443 0.00043430648364272773 0.00068853837795414448 0.00028749343059641279 0.00053111584496485338 0.00026223462275868536 0.00063583095986424168 0.00056568241419912386 0.00034094867790644212 0.00047615106327130509 0.0001918829361020361 0.00048855068024010939 0.00054931289425114822 0.00036565744044149623 0.00020456626260686615 0.00054146827407739058 0.00022632927432948469 0.00028447725463147258 9.4632821856066591e-06 0.00049072509685668534 0.00057983553892347486
leaf_weight=27 23 94 28 60 41 54 53 27 23 20 25 59 124 119 20 65 28 34 20 52 123 578 20 24 220 21 25 24 29 1061
leaf_count=27 23 94 28 60 41 54 53 27 23 20 25 59 124 119 20 65 28 34 20 52 123 578 20 24 220 21 25 24 29 1061
internal_value=0 0.000303711 0.000547595 0.00042716 0.000554736 0.000240447 0.00027229 0.000558489 0.000561041 0.000310804 0.000377746 0.00057838 0.000277282 0.000504181 0.000129 0.000533873 0.000527083 0.000442441 0.000598259 0.000259245 0.000534136 0.000543166 0.000460533 0.000296958 0.000573519 0.000320035 0.000359392 9.48369e-05 0.000579832 0.000582207
internal_weight=0 667 2454 226 2355 441 343 2314 2287 249 99 1396 196 142 98 891 806 62 85 176 744 621 43 84 1337 71 50 78 1117 1088
internal_count=3121 667 2454 226 2355 441 343 2314 2287 249 99 1396 196 142 98 891 806 62 85 176 744 621 43 84 1337 71 50 78 1117 1088
is_linear=0
shrinkage=0.00196078


Tree=8012
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 4 2 1 14 1 150 49 11 1 4 50 1 43 3 1 11 47 2 16 52 52 2 133
split_gain=9.07726 1.48283 0.762097 0.620188 0.502595 0.459926 0.351247 0.339877 0.25951 0.236537 0.187729 0.174873 0.132709 0.123574 0.113975 0.143988 0.18187 0.110234 0.10128 0.0998445 0.0997695 0.0851647 0.0808893 0.0793658 0.0758399 0.0719197 0.0783853 0.0696246 0.0829582 0.0564586
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.40124500000000002 0.27287000000000006 0.089885000000000007 0.077845000000000011 0.062655000000000016 0.12765500000000005 1.0000000180025095e-35 -0.054984999999999992 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.041865000000000006 0.091195000000000012 -0.013199999999999998 0.30112000000000005 0.13075500000000004 0.095165000000000013 0.090280000000000013 0.31765000000000004 0.19444000000000003 -0.14765999999999999 0.029970000000000007 0.09678500000000001 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 12 10 -4 18 -9 19 -2 15 25 -17 24 -1 -3 -21 -5 -16 -15 -6 26 -10 28 29 -28
right_child=1 4 9 21 17 -7 -8 11 14 -11 -12 -13 -14 23 22 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00060323786032753714 0.00038837294641307351 0.00030498541807292271 0.00055223224731553507 0.0003476057856593257 0.00012473737170219209 0.00037172766465164581 0.00035008126643700893 0.00028213413117399329 0.00065839672539414471 0.00033855326995084185 0.00070868178350301872 0.00015485194725978492 0.00027601308681878353 0.00059750019242084049 0.00066125429227572533 0.00057669446414926144 0.00036329749795461054 0.00024230725164481543 0.00055721014360407507 0.00047560397681652329 0.0003117421773426673 0.00020940261710362108 0.00051812482449938274 0.0004969796143214799 -1.6260669046245953e-05 0.00052246151098464782 0.00053273606671169641 0.00057972037200011673 0.00048094215374334888 0.0006187512554015523
leaf_weight=1117 23 39 28 60 55 41 25 83 35 69 59 83 72 58 63 28 34 23 220 50 20 24 20 63 20 169 81 340 73 46
leaf_count=1117 23 39 28 60 55 41 25 83 35 69 59 83 72 58 63 28 34 23 220 50 20 24 20 63 20 169 81 340 73 46
internal_value=0 0.000313432 0.000570555 0.000442015 0.000247552 0.000577583 0.000581236 0.000282571 0.000583765 0.000400234 0.000600441 0.000218493 0.000341339 0.00052012 0.00055758 0.000550456 0.00045967 0.000123555 0.000595664 0.000384491 0.000428786 0.000308119 0.000626765 0.000545163 8.71379e-05 0.000558021 0.000568473 0.000562644 0.000533615 0.000563891
internal_weight=0 673 2448 228 445 2351 2310 347 2285 97 1396 166 181 144 889 806 62 98 1337 109 70 84 83 121 75 744 575 540 200 127
internal_count=3121 673 2448 228 445 2351 2310 347 2285 97 1396 166 181 144 889 806 62 98 1337 109 70 84 83 121 75 744 575 540 200 127
is_linear=0
shrinkage=0.00196078


Tree=8013
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 1 2 4 150 2 1 0 14 2 47 4 1 15 51 4 1447 15 0
split_gain=14.2124 2.2944 1.55269 1.24272 0.803826 0.728348 0.472256 0.396569 0.370416 0.308686 0.308236 0.27314 0.239586 0.308542 0.23878 0.205308 0.173162 0.133642 0.136236 0.117539 0.103985 0.0862456 0.0823263 0.0813555 0.0979691 0.0740977 0.0732368 0.0731963 0.072725 0.136941
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.27834500000000006 0.14753000000000002 0.14285500000000004 0.089625000000000024 0.090425000000000019 0.27834500000000006 1.0000000180025095e-35 -0.0091949999999999983 0.076935000000000017 -0.030209999999999997 -0.41790499999999997 0.089885000000000007 0.090100000000000013 -0.036839999999999991 0.11669000000000002 -0.14147499999999996 -0.085989999999999997 0.022185000000000003 -0.082869999999999985 -0.15914499999999995 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 21 6 12 -5 11 -6 15 14 20 16 -4 17 -14 18 26 -16 28 23 -2 25 -25 -3 -7 -22 -1 -30
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 -13 13 -15 19 -17 -18 -19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0007431486670911794 0.00066223014540532058 0.00017134334097671156 0.00030101307790938065 0.00056609104944966649 0.00056112650808335437 0.00060100164534389105 0.00079071048735588083 0.00030332725979747188 0.0003337705841947523 0.00033285966660771539 0.00036109306977367869 3.6150493195077895e-05 0.0004377980175835397 0.00036547908183101499 0.00024755313667118443 0.00040973594150463353 0.00061492912121531931 0.00064365263386785933 0.00044525649909879646 8.5720753741756482e-05 0.0007094467632533779 0.00037036498405380853 0.00052252116375694092 0.00027258830575331198 8.4946433940500608e-05 0.00029974600702227402 0.00053816318212935297 0.00061051857482432009 0.00054983285812138557 0.00065608377129493343
leaf_weight=34 50 20 39 34 69 161 76 63 34 34 30 99 23 23 22 30 274 92 36 80 31 32 24 23 20 127 128 397 49 967
leaf_count=34 50 20 39 34 69 161 76 63 34 34 30 99 23 23 22 30 274 92 36 80 31 32 24 23 20 127 128 397 49 967
internal_value=0 0.000291192 0.000250952 0.000612926 0.000342614 0.0006219 0.000639312 0.00039543 0.000142228 0.000485776 0.000553493 0.000115093 0.000632912 0.000584269 0.00017052 0.000566406 0.000601212 0.000577677 0.000559001 0.000120626 0.000643444 0.000276193 0.000616919 0.000260332 0.000185313 0.000282276 0.00057317 0.000617684 0.000653945 0.000650959
internal_weight=0 673 599 2448 325 2351 1874 97 274 103 477 240 1798 320 141 447 297 417 325 102 1478 222 74 190 43 147 289 428 1050 1016
internal_count=3121 673 599 2448 325 2351 1874 97 274 103 477 240 1798 320 141 447 297 417 325 102 1478 222 74 190 43 147 289 428 1050 1016
is_linear=0
shrinkage=0.00196078


Tree=8014
num_leaves=31
num_cat=0
split_feature=1 12 3 44 4 474 1 39 4 13 4 157 15 151 13 13 4 150 42 3 41 0 0 48 52 4 0 1213 475 475
split_gain=0.262713 0.0433048 0.0396332 0.0319465 0.0348342 0.039411 0.0337692 0.0302249 0.0271895 0.0231286 0.0224005 0.0192236 0.0188047 0.022426 0.0190727 0.0221931 0.017697 0.0174275 0.0164607 0.0163736 0.0145611 0.025885 0.0244646 0.0188883 0.0285682 0.0193014 0.0165665 0.0346889 0.0318016 0.0323796
threshold=0.11146500000000002 0.078300000000000008 0.31534000000000006 0.081805000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.087735000000000021 -0.036839999999999991 -0.47860499999999995 0.053180000000000012 -0.025309999999999996 -0.026084999999999994 0.0014250000000000003 0.05868000000000001 -0.14819499999999997 0.056795000000000005 0.091105000000000005 0.12556000000000003 -0.07793499999999999 0.088180000000000008 -0.14920999999999998 -0.11437499999999999 0.093265000000000015 0.12603000000000003 -0.51253999999999988 -0.085669999999999982 0.104315 -0.085774999999999976 -0.082549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 11 6 17 8 -2 -4 18 -1 13 14 15 -10 -12 -6 20 -17 21 -3 -23 25 -25 -24 27 28 -27 -30
right_child=2 10 9 -5 5 -7 -8 -9 12 -11 16 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0075508847333756943 0.0055307296110143848 0.0076747398200520392 0.0015054188647939425 0.007157675886022237 0.0046879394490956447 -0.00091814973222261126 0.0023675230249933475 0.0014621263936676673 0.0010342092452836889 -0.0018320611685119345 0.0013188640941339345 0.0044017647855013374 0.00054151082972566658 0.0060195425806644689 0.00036854591993947645 0.0056374046284504041 0.0042335057783765484 0.0016324305435686951 0.0031491959375368121 0.0030429012820118069 0.0025248698168940358 0.0015246032038703562 0.0078905777856707587 0.0046302874581888318 0.00090945243002631929 0.0030548355161534764 0.0048759429171751772 0.0022781133310248456 0.0093252739640385177 0.005806199145716371
leaf_weight=28 43 37 56 27 168 22 158 152 35 33 23 63 32 24 28 37 221 21 48 71 23 20 25 100 26 39 1108 30 28 395
leaf_count=28 43 37 56 27 168 22 158 152 35 33 23 63 32 24 28 37 221 21 48 71 23 20 25 100 26 39 1108 30 28 395
internal_value=0 0.00466508 0.00218562 0.00381461 0.00361839 0.00318624 0.00344647 0.00259007 0.00322506 0.000267926 0.00486017 0.00537072 0.0027883 0.003157 0.00275524 0.00322257 0.00395876 0.00434844 0.00497723 0.00393176 0.00502515 0.00505696 0.00500227 0.00504199 0.0038625 0.00513344 0.00509036 0.00557325 0.00578722 0.00603914
internal_weight=0 2610 511 487 460 369 347 422 270 89 2123 91 227 195 171 143 244 189 1879 108 1831 1808 1771 1751 126 1625 1600 492 462 423
internal_count=3121 2610 511 487 460 369 347 422 270 89 2123 91 227 195 171 143 244 189 1879 108 1831 1808 1771 1751 126 1625 1600 492 462 423
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 4 14 1 2 0 1 4 150 12 4 16 15 50 16 4 0 0 157 0 1 47 15 15
split_gain=14.1596 2.16188 1.47747 1.25869 0.743446 0.546801 0.629431 0.465271 0.382549 0.337731 0.288891 0.219214 0.275853 0.198887 0.174111 0.158262 0.15777 0.139843 0.132001 0.114135 0.108497 0.101791 0.10023 0.099715 0.091124 0.0908851 0.0836884 0.0940942 0.0768759 0.0736453
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14960000000000004 -0.10607499999999999 0.085345000000000018 0.0082450000000000006 1.0000000180025095e-35 0.09141500000000001 -0.52556499999999995 0.10246000000000001 -0.097454999999999986 0.086295000000000011 0.25792000000000009 0.053180000000000012 -0.07929499999999999 -0.060129999999999996 -0.08107499999999998 0.14486500000000005 0.11392000000000001 0.078345000000000012 -0.093959999999999988 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 8 6 20 -4 11 -5 14 12 -1 15 21 16 -13 26 -14 29 23 25 -18 -3 -17 -6 27 -2 -28 -7
right_child=1 5 7 9 10 19 -8 -9 -10 -11 -12 13 18 -15 -16 24 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0007287342274065248 0.00037490109247686939 0.00047438619784875158 0.00068612946869938188 0.00064683044135931459 0.00069917415502888263 0.00019113447316283105 0.00022304615962121153 0.00042071704725351401 0.00086756302341985234 0.00040434176155035274 0.00044401871166184969 0.00091331598856260097 0.00068005387423935215 0.00065150500695202861 0.00050488786830058885 0.0005832219296365447 0.00075603227348320821 0.00054007369714478652 0.00049178217449067372 0.00027837175045846406 0.000571651048545439 0.00061887918927810786 0.0006976556216649638 0.00030082912812027715 0.00071543769137138102 0.00056769717717128213 0.00035985290606319281 0.00051744486597461411 0.00022345756825814449 7.6078781231394489e-05
leaf_weight=85 117 35 123 34 249 35 99 32 79 63 26 23 22 104 27 21 970 20 41 22 23 115 128 20 439 22 47 21 24 55
leaf_count=85 117 35 123 34 249 35 99 32 79 63 26 23 22 104 27 21 970 20 41 22 23 115 128 20 439 22 47 21 24 55
internal_value=0 0.000387091 0.0004835 0.000708227 0.000717258 0.000258989 0.000326834 0.000631335 0.000733966 0.000489338 0.00064449 0.000728208 0.000655856 0.000734563 0.000657111 0.000740027 0.000752594 0.000383438 0.000557528 0.00015177 0.000458565 0.000667759 0.000749227 0.000411275 0.000709402 0.000688501 0.000368449 0.000396593 0.000313747 0.000120823
internal_weight=0 673 384 2448 2351 289 177 155 1912 97 439 1833 148 1685 413 1581 1121 229 63 112 78 386 1098 55 460 271 209 138 71 90
internal_count=3121 673 384 2448 2351 289 177 155 1912 97 439 1833 148 1685 413 1581 1121 229 63 112 78 386 1098 55 460 271 209 138 71 90
is_linear=0
shrinkage=0.00196078


Tree=8016
num_leaves=31
num_cat=0
split_feature=1 2 4 2 150 12 15 2 16 12 49 1 49 2 15 12 151 14 52 15 0 0 15 124 43 14 16 41 11 15
split_gain=0.267522 0.0448407 0.0408428 0.0370467 0.031713 0.0279966 0.0272611 0.0270421 0.0306085 0.0260884 0.0248684 0.031286 0.0216781 0.0193952 0.0563215 0.0301843 0.0190261 0.019663 0.023383 0.0226845 0.0188577 0.0188409 0.0187558 0.0279875 0.0185804 0.0182984 0.0181373 0.0171795 0.0323918 0.0171484
threshold=0.11146500000000002 0.10005000000000001 0.27287000000000006 0.25063000000000007 0.084680000000000019 0.087505000000000013 0.050935000000000008 -0.0091949999999999983 -0.0068949999999999992 0.095565000000000011 -0.048674999999999989 0.10557500000000002 0.092185000000000017 0.10855000000000002 -0.03241999999999999 -0.083994999999999986 0.050660000000000004 -0.41790499999999997 -0.065544999999999978 -0.56368999999999991 -0.080499999999999988 -0.072269999999999987 -0.42198999999999992 -0.010204999999999999 0.093175000000000022 0.062655000000000016 -0.072359999999999994 0.07882500000000002 0.077290000000000011 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 16 12 6 10 8 -1 -7 11 -3 -2 15 29 -12 17 18 -4 -19 -11 -22 -21 -24 -23 -9 -14 28 -27 -15
right_child=2 5 3 -5 -6 9 -8 25 -10 20 13 -13 26 14 -16 -17 -18 19 -20 22 21 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0015161012986704629 0.0046240888721483754 -0.0016842328570783141 0.00078212532137210172 -0.0023647122705976169 0.0014427995873513677 0.0058349558794174661 0.0064557388170876293 0.0049808744295664229 0.0053328160338998332 0.0018554350768681617 0.0012245413592262638 0.0036221237899735567 -8.5786013819632079e-05 0.0028114893323029667 -0.0012853721224959811 0.0056595087349578218 0.0046308135741301593 0.0036667886287129175 0.0044956141888784868 -0.0013853637122570777 0.0070324212231713803 0.0044448118276563323 0.0044487735477741807 0.00017098275622209679 0.0018801609165487153 0.0056469560699593845 0.0038326775407228897 0.0044724824562392849 0.010747115407139064 0.0065017294022254651
leaf_weight=47 123 25 30 24 74 107 22 1850 38 36 21 20 21 34 29 57 21 24 39 43 23 167 20 65 34 33 27 27 20 20
leaf_count=47 123 25 30 24 74 107 22 1850 38 36 21 20 21 34 29 57 21 24 39 43 23 167 20 65 34 33 27 27 20 20
internal_value=0 0.00474279 0.00224074 0.00138274 0.00317229 0.00398002 0.00310974 0.00496802 0.0032224 0.00452068 0.0027524 0.000674148 0.00392072 0.00333327 0.00226927 0.00446548 0.00175439 0.00148106 0.00288105 0.000845537 0.00397981 0.00432123 0.000316552 0.00117752 0.00401099 0.0050449 0.00211835 0.00652561 0.00757154 0.00417824
internal_weight=0 2610 511 266 245 595 228 2015 85 367 206 45 171 161 83 78 242 221 69 152 260 224 128 85 201 1930 48 80 53 54
internal_count=3121 2610 511 266 245 595 228 2015 85 367 206 45 171 161 83 78 242 221 69 152 260 224 128 85 201 1930 48 80 53 54
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 4 2 42 2 50 2 4 52 49 1 1 2 51 1 12 43 2 1 14 4 133 3
split_gain=12.2602 2.18063 1.22938 0.919056 0.815088 0.694905 0.496027 0.445435 0.41032 0.264574 0.25004 0.206041 0.202012 0.169586 0.179563 0.156554 0.137641 0.120069 0.119605 0.248885 0.114538 0.112922 0.0933105 0.0907504 0.0882183 0.0860524 0.104558 0.0837207 0.0725012 0.0925753
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.40473500000000007 0.089885000000000007 -0.0060199999999999993 -1.0000000180025095e-35 0.086295000000000011 0.10045500000000002 -0.15464999999999998 -0.56176499999999996 -0.054984999999999992 0.12873500000000002 0.088975000000000012 0.097845000000000015 -0.085989999999999997 0.091195000000000012 0.095780000000000018 -0.080324999999999994 0.31765000000000004 0.11414000000000001 -0.46166999999999997 0.41555500000000006 0.032270000000000007 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 7 9 16 21 -5 17 24 -13 -15 -11 -6 -3 22 -20 -16 -1 28 -12 -4 -22 -27 -28 29 -17
right_child=1 2 12 10 8 -7 -8 -9 -10 15 23 13 -14 14 20 18 -18 -19 19 -21 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00074108048536600539 0.00072350945069970727 0.00036446987878582506 0.00019245219985156154 0.00070035569834624167 0.00048064612509573205 0.00048037105767981578 0.00086664050890534528 0.00043551155412486641 0.00039739801667313621 0.0008041160255059009 0.00051027520948431404 0.00054688961954497994 0.00035308765852113696 0.00055673985212456947 0.00022112122380777319 0.0005864547987247745 0.00066538566459339768 0.00022893211558818296 0.00043810518730022112 0.00069294256536314106 0.00041691984924651374 0.00069210467320381943 0.00066310664216987967 0.00036310772582724254 5.2437403124347061e-05 0.00045514426796751861 0.00035933864527438889 0.0002172248495523544 0.00073228944897448314 0.00069942758769640984
leaf_weight=1117 76 47 81 22 20 48 84 22 47 43 49 26 27 20 20 33 69 54 23 41 98 216 301 24 22 20 34 30 227 180
leaf_count=1117 76 47 81 22 20 48 84 22 47 43 49 26 27 20 20 33 69 54 23 41 98 216 301 24 22 20 34 30 227 180
internal_value=0 0.000410172 0.00037145 0.000706166 0.000416838 0.000713857 0.000718758 0.000713119 0.000545605 0.000715919 0.000517115 0.000366659 0.00020212 0.000397063 0.000379516 0.000688843 0.000623871 0.000292004 0.000682686 0.00060136 0.000361969 0.000733144 0.00068971 0.000461891 0.000162546 0.000377447 0.000331395 0.000292723 0.000707908 0.000681925
internal_weight=0 691 615 2430 485 2335 2287 2203 136 2181 95 349 130 248 222 848 89 101 805 64 202 1333 741 73 103 182 84 64 440 213
internal_count=3121 691 615 2430 485 2335 2287 2203 136 2181 95 349 130 248 222 848 89 101 805 64 202 1333 741 73 103 182 84 64 440 213
is_linear=0
shrinkage=0.00196078


Tree=8018
num_leaves=31
num_cat=0
split_feature=1 12 3 4 376 2 15 3 43 150 43 157 376 4 48 12 14 39 132 3 11 16 52 157 13 51 3 3 0 42
split_gain=0.267056 0.0448418 0.0397808 0.0358853 0.0492684 0.0336414 0.0296398 0.029128 0.0343129 0.0362139 0.0244254 0.0229826 0.0229502 0.0221248 0.020972 0.0203881 0.0194739 0.0181519 0.0174276 0.0315027 0.0170464 0.0250914 0.0212975 0.0207464 0.0220593 0.029013 0.0179692 0.0181525 0.0323641 0.0273791
threshold=0.11146500000000002 0.051320000000000005 0.31299000000000005 0.41257000000000005 0.083785000000000012 0.14838000000000004 0.035560000000000008 0.11924500000000002 -0.074359999999999996 0.10980500000000001 -0.095049999999999982 -0.06457499999999998 0.084545000000000009 0.40124500000000002 0.081805000000000017 0.13597000000000004 -0.47013499999999991 0.10076500000000001 0.10613500000000002 0.42240500000000009 1.0000000180025095e-35 0.0065250000000000004 -0.53964499999999982 -0.051074999999999988 0.030370000000000005 -0.063174999999999995 -0.10831999999999999 -0.079594999999999985 -0.080499999999999988 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 11 7 8 10 -10 -1 -2 14 15 -12 20 -5 -18 19 -4 21 -3 -23 -22 -25 -26 -24 -28 -29 -30
right_child=2 13 18 16 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21 23 22 26 24 25 -27 27 28 29 -31
leaf_value=0.0044651362791438051 0.0020052778689811628 0.005170038766198053 0.0010093070964257306 0.0045827042444476062 -0.0006511789305174414 0.00093725147640465623 0.006262421876914343 0.00090162338955061783 0.0050162151438896546 0.00067240934835613843 -0.0012343800632716639 0.0051881359517902247 0.0042557123276680984 0.0018503952898423781 0.0022794269705006696 0.0027729143776620432 0.0019446025411161826 -0.00056327849467235967 0.00290001250396017 -0.0035291849961504342 0.0081071484135463844 0.0058742114281854947 0.00097925502806901939 0.0069207510021182571 0.0060730316031437654 0.0019744653412471377 0.0049303322608355181 -0.00013709018745905032 0.0022347547693689373 0.0053300124159655895
leaf_weight=52 27 1553 65 21 24 28 49 35 223 21 29 142 27 22 41 39 120 38 26 20 38 65 20 56 39 31 131 23 51 65
leaf_count=52 27 1553 65 21 24 28 49 35 223 21 29 142 27 22 41 39 120 38 26 20 38 65 20 56 39 31 131 23 51 65
internal_value=0 0.00480922 0.00230935 0.00277414 0.00362657 0.00414772 0.00393271 0.00366599 0.00391218 0.00464236 0.00271645 0.00467963 0.00177901 0.00500523 0.000823707 0.00503811 0.0017217 0.00134144 0.000634429 -5.85734e-05 0.00508075 0.00499666 0.00423818 0.00605909 0.00544142 0.00425795 0.00387148 0.00408572 0.00328971 0.00396917
internal_weight=0 2610 511 400 221 197 477 428 393 244 149 169 97 2133 70 2111 179 158 111 85 2072 1908 355 164 126 70 290 270 139 116
internal_count=3121 2610 511 400 221 197 477 428 393 244 149 169 97 2133 70 2111 179 158 111 85 2072 1908 355 164 126 70 290 270 139 116
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=31
num_cat=0
split_feature=1 52 2 2 124 401 1 16 9 2 10 13 0 10 13 15 51 1 42 43 157 157 16 157 16 42 14 11 4 0
split_gain=0.216754 0.052518 0.0332145 0.0304264 0.0244318 0.0240692 0.0238588 0.0220256 0.0209613 0.0356921 0.045333 0.0236062 0.0352116 0.0232989 0.0231147 0.0345238 0.0260287 0.0193061 0.0183321 0.0170109 0.0168331 0.0229534 0.018717 0.0343303 0.0348141 0.0381773 0.0320165 0.0494177 0.0411879 0.0341511
threshold=0.10337500000000001 -0.40967499999999996 0.25063000000000007 0.13404500000000005 -0.076779999999999987 0.091505000000000017 0.14262000000000002 0.11346000000000002 -1.0000000180025095e-35 0.10381000000000001 0.058500000000000003 0.10935500000000002 -0.036484999999999997 -0.0026549999999999994 -0.010739999999999998 -0.018314999999999994 0.067785000000000012 0.13534000000000004 -0.0060199999999999993 -0.080324999999999994 -0.48214999999999997 -0.30029999999999996 0.19444000000000003 -0.037734999999999998 0.31475000000000003 0.086950000000000013 0.086645000000000014 0.082485000000000017 -0.42529999999999996 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 18 8 -4 -5 13 10 -10 12 14 -3 17 16 -16 -11 -1 -20 -6 -22 26 -24 25 -25 27 28 -23 -30
right_child=1 2 6 7 20 -7 -8 -9 9 11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.004574983085293729 0.0047386234540535118 0.002032635529505332 0.0014083843370298705 -4.4960741741726034e-05 0.0070151470851636047 -0.00076770525095829119 -0.0030217184871435166 0.0042032991819407634 0.0048572179896607809 0.0018272251500170995 0.00090177187107895549 -0.00067985088764024643 0.0055479424539953475 -0.0020556952612241731 0.0029332826889407848 -0.00061157905064257131 0.0067974650959038863 -0.00076712557592576282 0.0030807454234390106 -0.00050055279086033504 0.0017557847664769121 0.008328220242013535 0.005748958903669308 -0.0014394340043266615 0.0039467701653566238 0.0036948171286245012 0.0078899449940460428 -0.00011453005400570956 0.0046799478290577333 0.0024731431312680452
leaf_weight=39 87 46 31 26 27 24 20 23 122 117 38 28 31 20 72 21 23 38 36 21 30 30 65 30 142 28 30 22 1781 73
leaf_count=39 87 46 31 26 27 24 20 23 122 117 38 28 31 20 72 21 23 38 36 21 30 30 65 30 142 28 30 22 1781 73
internal_value=0 0.00243534 0.00211777 0.00441546 0.0044668 0.00233291 -0.000328911 0.00194912 0.00246675 0.0026921 0.0039178 0.00209782 0.00235535 0.000793747 0.00199015 0.00305771 0.00386882 0.00119119 0.00290437 0.00176132 0.00453323 0.00450319 0.00454064 0.00375244 0.00310357 0.00103917 0.00464853 0.00459751 0.00465253 0.00459306
internal_weight=0 718 631 2403 2354 580 51 49 556 490 160 330 302 66 271 116 95 155 96 57 2258 2231 2201 265 200 58 1936 1906 1884 1854
internal_count=3121 718 631 2403 2354 580 51 49 556 490 160 330 302 66 271 116 95 155 96 57 2258 2231 2201 265 200 58 1936 1906 1884 1854
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 475 15 3 10 0 3 4 401 12 48 2 149 49 0 0 1 43 3 4 133 16 3 52 15
split_gain=0.176752 0.0539504 0.0278538 0.040875 0.037064 0.027276 0.0256951 0.0272723 0.0243238 0.0205656 0.0388062 0.0243334 0.0275798 0.0283937 0.0203892 0.0193775 0.0186652 0.0234771 0.0199449 0.018752 0.0459819 0.0633401 0.0258391 0.0180543 0.0180336 0.0206937 0.0178364 0.0315346 0.0224836 0.0190556
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.074359999999999996 0.11924500000000002 -1.0000000180025095e-35 -0.23141499999999995 -0.11171999999999999 -0.074314999999999978 -0.052984999999999997 -0.13309499999999996 -0.031404999999999995 0.085900000000000018 -0.10022999999999999 -0.024949999999999996 0.10188000000000001 0.079625000000000015 0.13173000000000004 0.11070500000000001 -0.064339999999999994 0.080585000000000004 -0.52440999999999993 -0.082794999999999994 0.076415000000000025 -1.0000000180025095e-35 0.40020000000000006 -0.10217499999999997 0.039215000000000007 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 -8 -6 10 -2 -11 -13 14 -14 -10 17 19 26 20 22 -22 -3 -23 -17 -26 27 -18 -29 -28
right_child=9 16 3 -5 5 -7 7 -9 15 11 -12 12 13 -15 -16 24 18 -19 -20 -21 21 23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.00044490759686121478 0.0017572853624099685 0.0075286818951692275 -0.0016391853836830708 0.0068296446323594349 0.00089924790081568067 0.0017117971348959732 -0.00094223721631957842 0.0027161265822144708 0.0018835921159705089 0.0049984795423889802 -0.0038926057075150313 0.003914051076086859 0.0035899923635380609 -0.0024680445009532077 0.00093548905225432322 0.0040552873027139488 0.00046932935708751661 0.0071652152351676856 0.00073653798138436223 0.0068584387544542548 -0.0025902805054405084 0.0059260208802741207 0.0041542056925771972 0.0017278722114861013 0.0041499822080927869 0.0081026330920091535 0.0072012635455890144 0.0022334590100053643 0.0045329800112291581 0.0039844385851524871
leaf_weight=23 31 23 20 28 24 68 24 135 31 21 20 39 35 21 167 173 39 26 26 25 24 21 1692 20 26 27 22 71 106 113
leaf_count=23 31 23 20 28 24 68 24 135 31 21 20 39 35 21 167 173 39 26 26 25 24 21 1692 20 26 27 22 71 106 113
internal_value=0 0.00382445 0.00296526 0.00310633 0.00290888 0.00350891 0.00173899 0.00216392 0.0039438 0.00139008 -0.000458358 0.00172319 0.00146067 0.0010316 0.00139543 0.00422812 0.00404976 0.00418169 0.003409 0.00413871 0.00410051 0.0014898 0.00419946 0.00387814 0.00454971 0.0061636 0.00360696 0.0030434 0.00361057 0.00450866
internal_weight=0 2787 579 556 528 349 179 159 281 334 51 283 262 223 202 257 2208 1831 377 1805 1780 65 1715 41 226 53 351 216 177 135
internal_count=3121 2787 579 556 528 349 179 159 281 334 51 283 262 223 202 257 2208 1831 377 1805 1780 65 1715 41 226 53 351 216 177 135
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 4 14 2 1 0 15 4 0 4 13 4 1 1 159 15 0 47 48 43 48 0 150
split_gain=7.66292 1.32867 0.754993 0.625587 0.432672 0.398121 0.226622 0.20071 0.189766 0.184863 0.17178 0.168847 0.126525 0.249974 0.12191 0.100117 0.0934449 0.0758227 0.0958695 0.148766 0.0636839 0.0598281 0.0579901 0.0566699 0.0549153 0.0537564 0.0533402 0.0515441 0.0493253 0.0499226
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.062655000000000016 0.14838000000000004 0.077845000000000011 -0.10607499999999999 -0.10653 0.42051500000000003 -0.14226499999999997 0.0082450000000000006 -0.07743499999999999 -0.013125 0.086920000000000011 0.091195000000000012 0.014475000000000003 -0.11033999999999998 -0.026509999999999995 0.090100000000000013 0.016865000000000002 -0.080324999999999994 0.083985000000000018 -0.23091999999999999 0.11648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 9 10 17 -6 12 14 -5 13 -1 25 27 20 -7 21 22 -14 -19 -20 -9 28 -4 -13 -15 -3 -30
right_child=1 2 6 11 8 7 -8 23 -10 -11 -12 26 16 15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00062775148853886872 0.00054903966254555648 0.00035342054170261578 0.00034302848068423509 0.00051036042810863813 0.0004948793771757167 0.000548356463874861 0.0003411785729841942 0.00045865238370264278 0.0003121380102193333 0.00066762927714629234 0.0001048307964936104 0.00036514027554714333 0.00057215905142312523 0.00054843625592072593 0.00017436340696026862 0.00033046708492401333 0.00048898289367146572 0.00051688016440327154 0.00057265302811572764 0.00034508903614348835 0.00053232232425513707 0.00060239743384530599 0.000479106132724692 0.00032343619663217758 0.00036343521086042011 0.00021942236187397592 0.00024423912131026678 0.00041853938756961057 0.0002771346505785523 0.00017510075061247241
leaf_weight=36 76 28 31 28 74 204 37 22 31 62 84 47 1158 23 101 26 62 249 30 30 178 36 169 26 33 24 20 24 151 21
leaf_count=36 76 28 31 28 74 204 37 22 31 62 84 47 1158 23 101 26 62 249 30 30 178 36 169 26 33 24 20 24 151 21
internal_value=0 0.000304455 0.000274229 0.000538463 0.000336423 0.000544809 0.00019834 0.000508166 0.000440927 0.000562698 0.000176319 0.000382489 0.000558381 0.000494038 0.000214812 0.000428098 0.000563398 0.000516372 0.000503678 0.000473804 0.000566851 0.000527682 0.000493209 0.00038541 0.000289329 0.000289091 0.00032905 0.000482106 0.000277101 0.000264677
internal_weight=0 691 615 2430 338 2335 277 766 105 1569 240 95 1507 109 156 73 1398 718 514 229 1336 285 199 48 233 55 67 47 200 172
internal_count=3121 691 615 2430 338 2335 277 766 105 1569 240 95 1507 109 156 73 1398 718 514 229 1336 285 199 48 233 55 67 47 200 172
is_linear=0
shrinkage=0.00196078


Tree=8022
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 12 2 149 3 3 13 0 16 3 52 12 96 16 1 52 52 151 13 3 48 42 13 49 2 12
split_gain=0.175426 0.0571209 0.0345141 0.0498876 0.0360884 0.0347962 0.0330892 0.0260653 0.0253711 0.0852665 0.0324636 0.0275664 0.0257338 0.0235885 0.0217805 0.0189984 0.0187555 0.0187298 0.0309906 0.0477234 0.0230305 0.0368858 0.0195976 0.0263484 0.0178788 0.0212696 0.0228066 0.0227439 0.0276821 0.0172174
threshold=0.27287000000000006 0.14285500000000004 0.089625000000000024 1.0000000180025095e-35 -0.083654999999999993 1.0000000180025095e-35 0.25063000000000007 0.07770500000000001 -0.082154999999999992 -0.080634999999999984 0.0045550000000000009 -0.070154999999999981 -0.021269999999999997 -0.24190499999999995 -0.054584999999999995 0.096295000000000019 0.086715000000000014 0.19444000000000003 0.081670000000000006 0.070205000000000017 -0.19683499999999995 -0.012764999999999997 -0.14819499999999997 0.092670000000000016 0.12118000000000002 0.09112000000000002 0.11217000000000001 -0.043469999999999995 0.13622000000000004 0.10388500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 8 -5 14 7 16 10 -10 11 12 -4 -12 -6 -15 24 20 19 -19 21 -1 -22 -24 25 26 27 -2 -29 -3
right_child=6 29 3 4 5 -7 -8 -9 9 -11 13 -13 -14 15 -16 -17 -18 18 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0038393165310844782 0.00055368406892739583 7.2129765809828922e-05 0.010048613291233778 -0.001835709212995742 0.0024518516329624278 0.0063008040148997682 -0.0021044164857206243 0.0047803048145746846 -0.0028459050581746159 0.0036912772796858918 0.0059431656409287825 0.0038899381807173737 0.0053591925735500734 0.00022957026958465577 -0.00089951989696904406 0.0037158076027009415 -0.0014021563011088543 0.0033756072643586245 0.0060093463696022009 -0.0015708125984846531 0.0062652075903800635 0.0089340841414889804 0.0041951090928331446 0.00054222970735281714 -0.00080202991107048902 0.00053584875244026386 -0.00064350974978879096 0.0045078342988448782 0.0013127871478597324 0.0028625323799177553
leaf_weight=30 32 48 25 23 101 20 24 26 21 400 32 28 22 22 24 54 21 172 36 22 45 27 1556 20 26 75 20 89 39 41
leaf_count=30 32 48 25 23 101 20 24 26 21 400 32 28 22 22 24 54 21 172 36 22 45 27 1556 20 26 75 20 89 39 41
internal_value=0 0.00384994 0.00393271 0.00336854 0.00184431 0.00242803 0.00147988 0.00174214 0.0037925 0.00336519 0.00477553 0.00637381 0.00785357 0.00366561 0.00180839 0.00270663 0.00148058 0.00416098 0.00331471 0.00281467 0.00427698 0.00625263 0.00420751 0.00414875 0.00169601 0.00195071 0.00254024 0.00293821 0.00353434 0.0013576
internal_weight=0 2769 2680 772 168 145 352 328 604 421 183 75 47 108 125 76 302 1908 230 194 1678 57 1621 1576 281 255 180 160 128 89
internal_count=3121 2769 2680 772 168 145 352 328 604 421 183 75 47 108 125 76 302 1908 230 194 1678 57 1621 1576 281 255 180 160 128 89
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=31
num_cat=0
split_feature=1 1 39 12 2 3 47 4 1 14 2 2 4 15 16 44 0 1 3 1 12 4 3 15 4 2 4 43 2 160
split_gain=9.92746 1.20535 1.02023 0.670662 0.668958 0.423185 0.408166 0.304326 0.301263 0.299343 0.246611 0.217985 0.242788 0.18169 0.170428 0.152654 0.259275 0.217286 0.166784 0.150055 0.142588 0.091968 0.132056 0.0912056 0.089615 0.0876344 0.0808853 0.0740411 0.177371 0.0679279
threshold=0.10752500000000002 0.12408500000000001 0.056590000000000008 0.085055000000000006 0.10252500000000002 0.11658 0.12958500000000003 0.40124500000000002 0.093205000000000024 0.076175000000000007 0.13501500000000002 0.14285500000000004 0.26450500000000005 -0.013969999999999998 -0.040964999999999994 1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 -0.077564999999999981 0.10124500000000002 0.091200000000000017 -0.52556499999999995 -0.14989499999999997 -0.41942499999999994 -0.0070899999999999991 0.094835000000000017 0.033845000000000007 -0.070064999999999975 0.11177500000000001 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 9 10 11 24 25 15 13 12 -3 19 -8 16 17 -1 -19 -6 21 -18 -23 -13 -5 -4 -22 -2 -29 -14
right_child=1 6 8 7 5 -7 14 -9 -10 -11 -12 23 29 -15 -16 -17 20 18 -20 -21 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00062416464135565562 0.00028667921590509472 0.00037864166765026383 0.00063404831389136614 0.00064054956915331825 0.00055861941314170065 0.00034109857434270932 0.00027958517568622609 0.00034903140034604671 0.00036816576406038635 0.00074761387793096095 0.00041149171670404262 0.00020512924606111798 0.00029329347082009604 0.00063083688204256905 0.00051578487592195382 0.0007962724478805767 0.00076046362449871561 0.00031410596641602323 0.00052596970764445328 0.00037912189083940843 0.00061208563746289449 0.0004823149317035488 0.00064305632919749037 8.1349384721392896e-05 0.00051747854823380518 0.00049046524841862989 0.00052871001372281525 0.00052462777458197718 0.00032733003475108322 0.00017271279502962459
leaf_weight=63 73 40 26 46 171 36 23 29 81 81 37 37 23 151 24 20 25 20 50 20 514 20 1123 60 45 44 49 22 86 82
leaf_count=63 73 40 26 46 171 36 23 29 81 81 37 37 23 151 24 20 25 20 50 20 514 20 1123 60 45 44 49 22 86 82
internal_value=0 0.000323436 0.000605875 0.000410277 0.000615791 0.000544259 0.000232989 0.000523948 0.000449584 0.000630898 0.000563557 0.000200515 0.000248647 0.000580008 0.000400198 0.00062588 0.000624051 0.000540624 0.000465437 0.000539824 0.000630462 0.000642817 0.000640244 0.000128564 0.00057969 0.000543796 0.000604829 0.000334916 0.00036752 0.000199126
internal_weight=0 590 2531 301 2380 415 289 120 151 1965 379 242 145 342 47 1884 1864 133 70 191 1731 1168 1143 97 91 70 563 181 108 105
internal_count=3121 590 2531 301 2380 415 289 120 151 1965 379 242 145 342 47 1884 1864 133 70 191 1731 1168 1143 97 91 70 563 181 108 105
is_linear=0
shrinkage=0.00196078


Tree=8024
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 45 2 1 2 14 2 34 2 2 11 1 457 3 15 47 13 4 159 31 47 11 42 3
split_gain=19.3432 3.42929 1.85593 1.56305 1.29581 0.86478 0.848718 0.607124 0.540387 0.515514 0.482179 0.396281 0.362143 0.278008 0.298851 0.342114 0.202777 0.191978 0.18066 0.171792 0.142627 0.1424 0.141227 0.14611 0.147179 0.132869 0.1271 0.123017 0.122449 0.11914
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.10783500000000001 0.089885000000000007 0.092845000000000025 0.10699500000000002 0.062655000000000016 0.14960000000000004 -1.0000000180025095e-35 0.12358500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.091195000000000012 0.097135000000000013 -0.11171999999999999 -0.41942499999999994 0.10648500000000001 -0.15078499999999997 -0.0073899999999999999 0.030370000000000005 -0.077289999999999984 0.088915000000000008 0.082485000000000017 1.0000000180025095e-35 0.31534000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 12 11 -5 28 17 13 25 15 -15 18 -1 19 -10 -14 -3 -21 24 -24 -4 -25 -18 -6 -22
right_child=1 2 7 9 10 -7 -8 -9 16 -11 -12 -13 20 14 -16 -17 27 -19 -20 22 29 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00088743131011150304 0.00086345108424347417 0.00041598806800046827 0.00029680272315275218 0.00077868128455997642 0.00067723491212208367 0.00059015386314831329 0.0004892664252372544 0.00061753289295790018 0.00070946501982110629 0.00048440219807055067 0.000476345899815826 0.0010412075316323596 0.00027610256147930041 0.00034171504073538911 0.0002917725686469321 0.00066846077780300707 0.0010291951398054759 0.00082406142369616589 0.00063293280508664861 0.00066261836565008347 0.00018403132410217492 0.00057582933382660734 0.00084118883555780229 0.00078592795218147273 0.00096141476044680346 8.3659303199717401e-05 0.00093454624605334661 0.00086465664207935333 0.00084292359050234307 -4.9404439973690162e-06
leaf_weight=1117 74 200 22 37 27 48 24 21 53 60 27 59 27 28 79 22 25 220 21 20 29 24 355 283 44 23 24 58 47 23
leaf_count=1117 74 200 22 37 27 48 24 21 53 60 27 59 27 28 79 22 25 220 21 20 29 24 355 283 44 23 24 58 47 23
internal_value=0 0.000465232 0.000416036 0.000840575 0.000516251 0.000850639 0.000856068 0.000297169 0.000859931 0.000596653 0.000700635 0.000883944 0.000270577 0.000320563 0.000366854 0.000485483 0.000821967 0.000877004 0.000812396 0.000817234 0.000160482 0.000433114 0.000825101 0.000829704 0.000854447 0.000187863 0.000797546 0.000914216 0.00078247 0.000100448
internal_weight=0 673 599 2448 325 2351 2303 274 2279 97 101 1396 253 174 129 50 883 1337 800 779 79 224 726 706 399 45 307 83 74 52
internal_count=3121 673 599 2448 325 2351 2303 274 2279 97 101 1396 253 174 129 50 883 1337 800 779 79 224 726 706 399 45 307 83 74 52
is_linear=0
shrinkage=0.00196078


Tree=8025
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 2 47 14 2 2 0 4 1 3 0 49 15 1447 47 4 475 1 52 4 16 16 160 3
split_gain=13.2032 2.12361 1.43736 1.2515 0.797971 0.599096 0.434091 0.386804 0.370041 0.350147 0.310748 0.27166 0.259902 0.188499 0.184272 0.306641 0.157463 0.140487 0.134558 0.129069 0.114707 0.093403 0.0937502 0.0859998 0.0849133 0.0833163 0.11929 0.143331 0.0726995 0.0798485
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.089885000000000007 0.09253500000000002 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.10672500000000001 0.14838000000000004 -0.22491999999999998 0.27834500000000006 0.085345000000000018 -0.116045 -0.15931499999999996 -0.009244999999999998 -0.084564999999999987 -0.082869999999999985 0.090100000000000013 0.038415000000000012 -0.08230999999999998 0.16175000000000003 0.40674500000000008 -0.46376499999999993 0.013515000000000001 0.10246000000000001 -0.075414999999999982 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 20 9 18 12 11 14 -6 13 17 -4 24 -16 -17 -7 -1 -14 -3 22 -21 -13 25 -5 -27 -28 -15 -30
right_child=1 2 8 5 10 7 -8 -9 -10 -11 -12 23 19 28 15 16 -18 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00063152671536917046 0.00063394017680117325 0.00027937463755739548 0.00030603135013102146 0.00079819089641758041 0.0005755271293320964 0.00033386650467839314 0.00033433400472801029 0.00040425771267690392 0.00035413574832321302 0.00080654402086937358 0.00033848239474144637 8.9795366040656475e-05 0.00072152177783713382 0.00024718109661335844 0.00038404054391910045 0.00047443423162945702 0.00064112968871604572 0.00056348903127272033 0.00046757880444725058 0.00068404054175859438 0.00040627107533224509 0.00056686726560292147 0.00060868434032668812 -5.5094600836011598e-05 0.00054975090790772394 0.00067693167958096992 0.00045135054719068257 0.00065084691563203185 0.00019933384673602106 7.9947163097179519e-05
leaf_weight=38 71 190 41 20 73 20 69 39 37 60 30 63 39 24 20 23 413 21 39 72 32 181 536 21 22 771 20 45 35 56
leaf_count=38 71 190 41 20 73 20 69 39 37 60 30 63 39 24 20 23 413 21 39 72 32 181 536 21 22 771 20 45 35 56
internal_value=0 0.000313219 0.000275393 0.00062332 0.000363846 0.000634485 0.000447278 0.000595292 0.000171612 0.000660014 0.000506485 0.000143473 0.000603865 0.00019188 0.000653424 0.000621446 0.000632336 0.000451478 0.000548488 0.000611411 0.000297666 0.000605968 0.000617608 5.35729e-05 0.000670032 0.000673123 0.000670131 0.000589463 0.000151183 0.000125865
internal_weight=0 673 602 2448 325 2302 146 908 277 1394 103 240 869 156 1334 456 436 41 77 828 222 789 608 84 878 856 836 65 115 91
internal_count=3121 673 602 2448 325 2302 146 908 277 1394 103 240 869 156 1334 456 436 41 77 828 222 789 608 84 878 856 836 65 115 91
is_linear=0
shrinkage=0.00196078


Tree=8026
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 14 1 1 1429 4 1 0 13 1 51 49 16 52 2 150 2 34 4 131 0
split_gain=8.9548 1.4393 0.869131 0.723413 0.483897 0.46496 0.278693 0.27797 0.221714 0.214643 0.189854 0.149108 0.117241 0.185806 0.104827 0.207387 0.112717 0.110662 0.0837413 0.0814813 0.0788416 0.139341 0.075194 0.0758725 0.117338 0.0750182 0.130607 0.110178 0.0734066 0.0731151
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.092235000000000025 0.077845000000000011 0.10613000000000002 0.062655000000000016 0.16175000000000003 0.080270000000000022 0.084690000000000015 -0.013125 0.093100000000000002 0.18019500000000002 -0.083364999999999981 0.075045000000000014 0.11144500000000002 -0.014169999999999999 -0.08947999999999999 -0.024714999999999997 0.11474000000000002 0.08926000000000002 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.09031500000000002 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 22 7 11 10 -5 -6 12 25 19 20 16 17 18 -16 29 -1 21 -14 -3 24 -24 26 -4 -28 -2 -9
right_child=1 2 6 8 9 -7 -8 14 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00061058982736940013 0.00061666855987492909 0.00026772901826364328 0.00013801995598936948 0.00055247333777301447 0.00052107270553292866 0.00038950662289839695 0.000366223132100586 0.00057457240032841709 0.00034470863216211822 0.00032747830326122849 0.0007054647757123348 4.6129727635678705e-05 0.00037892554229234949 0.00039879308579980263 0.00060880993331051826 0.0003714177090358111 0.00043104121242375931 0.00052104622709341314 0.00062995457492542471 0.00050680295119877739 0.0005883025513469481 0.00057702788168363141 0.00045698919803867534 0.00029032715514304023 0.00028095096319280809 0.00015239195326692483 0.00036520330019761756 0.00022203689561844586 0.00048557035259756389 0.00046510573246180562
leaf_weight=951 52 108 42 28 76 48 37 240 67 31 62 27 20 23 73 30 20 227 102 30 440 43 37 62 24 78 31 62 24 26
leaf_count=951 52 108 42 28 76 48 37 240 67 31 62 27 20 23 73 30 20 227 102 30 440 43 37 62 24 78 31 62 24 26
internal_value=0 0.000320705 0.000289246 0.000573671 0.000355976 0.000580495 0.000207822 0.000584503 0.000405945 0.000464985 0.000599127 0.000183402 0.000594752 0.000571133 0.000552548 0.000526858 0.000574398 0.000542402 0.000582189 0.000607416 0.000579014 0.000514138 0.000305482 0.000338632 0.000387728 0.000200803 0.000228774 0.000269759 0.000575269 0.000563873
internal_weight=0 691 615 2430 338 2335 277 2287 95 107 1569 240 1507 526 718 330 388 300 368 981 503 63 231 123 61 213 135 93 76 266
internal_count=3121 691 615 2430 338 2335 277 2287 95 107 1569 240 1507 526 718 330 388 300 368 981 503 63 231 123 61 213 135 93 76 266
is_linear=0
shrinkage=0.00196078


Tree=8027
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 4 1 14 2 2 457 1 4 1447 159 4 1 0 15 43 4 1 52 0 1 52 2
split_gain=7.60708 1.27992 0.793113 0.676697 0.444444 0.411862 0.261382 0.250255 0.214127 0.202841 0.175175 0.142167 0.106231 0.104322 0.162575 0.0854328 0.0847362 0.076468 0.100872 0.0853458 0.0920361 0.0763878 0.0734924 0.0701207 0.0687504 0.0753725 0.0627832 0.0603656 0.0568426 0.0789593
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.17025000000000004 -0.090999999999999984 0.080930000000000016 0.084525000000000003 0.27834500000000006 -0.082869999999999985 0.082585000000000006 0.24564500000000003 0.085110000000000005 -0.070154999999999981 -0.12255999999999999 -0.080324999999999994 -0.0073899999999999999 0.085345000000000018 0.40674500000000008 -0.098289999999999975 0.15799000000000005 -0.024714999999999997 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 10 11 -6 -5 12 15 -1 16 -15 -4 -8 18 21 20 -19 -18 -11 -23 25 -14 -26 -13 -3 -30
right_child=1 2 7 9 8 -7 13 -9 -10 22 -12 27 24 14 -16 -17 17 19 -20 -21 -22 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00040198345559046549 0.00052826056860952461 0.00024106755113626843 0.00025215631104804866 0.0004992924090631368 0.00048532943321746304 0.00034820665623437239 0.00059683341915561816 0.00033085921880575398 0.00029540325836480477 0.00034292924117248759 0.00065298289971796927 0.00011969202422929525 0.00055890352469623169 0.00051857716056938265 0.00030983572031777256 0.00015755512688502021 0.00058950554198478348 0.00056590236962671548 0.00037354328771851492 0.00066592114813187546 0.0004308699576769865 0.00051218635310806447 0.00020101552244787121 0.00046708970868659418 0.00045983385062311029 0.00044267064694202305 0.0005342673276494983 -1.7628813911156325e-05 0.00035119647704530941 0.00025180750891712366
leaf_weight=20 76 108 50 28 74 48 42 37 33 47 59 32 857 32 26 138 37 69 24 21 27 414 20 195 49 22 393 20 63 60
leaf_count=20 76 108 50 28 74 48 42 37 33 47 59 32 857 32 26 138 37 69 24 21 27 414 20 195 49 22 393 20 63 60
internal_value=0 0.000288205 0.000258539 0.000521359 0.000322283 0.000527959 0.000531732 0.000180757 0.000426754 0.000359139 0.000548417 0.000157617 0.000543816 0.000505396 0.000425003 0.000182715 0.000511021 0.000506442 0.000498365 0.000552693 0.000527925 0.000503002 0.000300567 0.000497747 0.000545964 0.000555994 0.000526016 6.68763e-05 0.000273892 0.000302714
internal_weight=0 691 615 2430 338 2335 2287 277 107 95 1400 240 1341 887 58 188 829 787 670 117 96 646 67 609 1321 879 442 52 231 123
internal_count=3121 691 615 2430 338 2335 2287 277 107 95 1400 240 1341 887 58 188 829 787 670 117 96 646 67 609 1321 879 442 52 231 123
is_linear=0
shrinkage=0.00196078


Tree=8028
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 0 1 4 0 49 44 1 150 1 50 0 156 124 48 2 394 4 484 47 1
split_gain=12.5397 2.09865 1.03842 0.936832 0.683654 0.650358 0.555877 0.448791 0.440296 0.355965 0.463167 0.340095 0.248339 0.221922 0.212329 0.204272 0.219956 0.194278 0.183971 0.173684 0.149656 0.148083 0.136689 0.13502 0.124551 0.107076 0.120257 0.108807 0.104919 0.0891088
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.0061450000000000003 -0.11173999999999999 0.077845000000000011 -0.15464999999999998 -0.079119999999999982 -0.054984999999999992 1.0000000180025095e-35 0.083345000000000016 1.0000000180025095e-35 0.13075500000000004 0.041865000000000006 -0.15599999999999997 -0.0071349999999999998 -0.081214999999999982 0.093265000000000015 0.31358000000000003 -0.078674999999999981 -0.50052499999999989 0.084750000000000006 0.11518500000000002 0.12408500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 22 9 -8 10 20 -4 -10 -12 -2 16 -11 -18 -5 24 -1 -15 -3 25 -6 -23 -27 -28 -16 -14
right_child=1 4 11 18 19 -7 8 -9 12 15 13 -13 29 21 28 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00059395319286596271 0.000447268367766287 0.00028610079416579586 0.00065355114717067782 0.00041627822539938851 0.00016623496564833505 0.00045532288305230102 0.0005395665872453782 0.000826607335030156 0.00054975180284065357 0.00063914307215034603 0.00071347484126135438 0.00039623009293338236 0.00034447883028370399 0.00077993723552545349 0.00068450529477305402 0.00081173455904400536 0.00058306109930601898 0.00036386989584979529 0.00021362974937302152 0.00030229193120520577 0.00039201297029421554 0.00052615891776832877 0.0001388818128688833 0.00054131257799075764 -5.057027937807873e-07 0.00074283363605942142 0.00066776769351618718 0.0005414908183138578 0.00056047254238548137 0.00024039462147007525
leaf_weight=43 24 49 28 61 61 48 57 84 20 263 1160 67 128 42 90 21 53 22 24 26 21 20 48 35 24 79 416 28 37 42
leaf_count=43 24 49 28 61 61 48 57 84 20 263 1160 67 128 42 90 21 53 22 24 26 21 20 48 35 24 79 416 28 37 42
internal_value=0 0.000373677 0.000673026 0.000523718 0.000295853 0.000681201 0.000339028 0.000685942 0.000388422 0.000680579 0.000691576 0.000472072 0.000343078 0.000697469 0.000616407 0.00062409 0.000612432 0.000518765 0.00035906 0.000162052 0.000527692 0.000667522 0.00021325 0.000659353 0.000119155 0.000666962 0.000672346 0.000659804 0.00064837 0.000318764
internal_weight=0 691 2430 236 455 2335 344 2287 247 2203 1844 95 190 1780 151 359 338 75 85 111 64 620 97 578 85 543 523 444 127 170
internal_count=3121 691 2430 236 455 2335 344 2287 247 2203 1844 95 190 1780 151 359 338 75 85 111 64 620 97 578 85 543 523 444 127 170
is_linear=0
shrinkage=0.00196078


Tree=8029
num_leaves=31
num_cat=0
split_feature=1 52 3 2 4 52 51 48 43 43 51 14 47 51 51 42 1 1 12 2 12 131 484 1 475 156 52 4 15 2
split_gain=0.459631 0.107748 0.0562416 0.043931 0.0427263 0.0352214 0.0348591 0.0292831 0.0360816 0.0409091 0.0350041 0.0292209 0.0282193 0.0272447 0.0405387 0.0267629 0.0279538 0.026875 0.0257095 0.0252762 0.0272017 0.0249315 0.0239006 0.0602769 0.0587336 0.0364509 0.0306899 0.0910646 0.0422834 0.0210606
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.094835000000000017 0.26790000000000008 0.19022000000000003 -0.41904999999999998 0.14174500000000004 -0.04890499999999999 -0.24021999999999996 0.10027500000000002 0.062655000000000016 0.10019500000000002 0.0053700000000000006 0.086310000000000012 0.086835000000000009 0.10871500000000002 0.11551000000000002 -0.42850999999999995 0.13404500000000005 -0.029094999999999999 0.082070000000000018 0.062030000000000009 1.0000000180025095e-35 -0.068264999999999978 0.087380000000000013 -0.015069999999999998 -0.0094449999999999968 0.089165000000000008 0.15950500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 11 6 -3 8 9 -8 12 13 15 22 -15 16 -10 -18 -4 20 -5 -22 -1 25 -25 26 27 -24 -28 -20
right_child=1 2 18 19 -6 -7 7 -9 10 -11 -12 -13 -14 14 -16 -17 17 -19 29 -21 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0070397824609743911 0.0069044111472830157 0.0072567584347866844 0.0032150474975683862 0.0041267779042524558 0.0022658532596237604 0.0058484467088904543 0.0063145161858604599 0.00026697954556712992 0.0014447318368183916 0.0019341831967450683 0.0081542672434200842 0.0087759899609308276 0.0065239255985943606 0.0016849495379416192 0.0061392437967871284 0.00063768664465075546 0.0070275281928479684 0.003367381067228246 0.0010964895519820223 0.0036032459782959175 0.0063984129352703395 0.0037071429198132703 0.0066397549357356091 -0.001375446943275165 0.005774379749264983 0.0047000478089752771 0.0031908852585519742 0.014870381234213709 0.008950763674452902 -0.002665339543653483
leaf_weight=1238 87 21 35 71 21 60 24 34 32 191 21 72 32 23 183 31 35 47 46 49 494 37 41 20 27 56 26 20 25 22
leaf_count=1238 87 21 35 71 21 60 24 34 32 191 21 72 32 23 183 31 35 47 46 49 494 37 41 20 27 56 26 20 25 22
internal_value=0 0.00360529 0.00315042 0.00648874 0.00674938 0.0035674 0.00327496 0.0030879 0.00332013 0.00242315 0.00429412 0.00680377 0.00383613 0.00671818 0.00564192 0.00324297 0.00395142 0.00492964 0.00101289 0.00578731 0.00596509 0.00621089 0.00687077 0.00589754 0.0027319 0.00678317 0.00782473 0.00933832 0.00601436 -0.000120573
internal_weight=0 718 631 2403 1752 528 468 447 413 215 198 1731 177 1659 206 145 114 82 103 651 602 531 1453 215 47 168 112 61 51 68
internal_count=3121 718 631 2403 1752 528 468 447 413 215 198 1731 177 1659 206 145 114 82 103 651 602 531 1453 215 47 168 112 61 51 68
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 2 45 4 14 2 12 2 11 3 4 43 1 1 4 11 12 51 15 47 1 160 4
split_gain=13.5621 2.17817 1.32794 1.03523 0.82085 0.654341 0.565088 0.466877 0.391989 0.391678 0.357196 0.281882 0.265068 0.189662 0.162982 0.150395 0.161253 0.137984 0.131819 0.130884 0.12028 0.118011 0.107046 0.10591 0.103658 0.102305 0.0980369 0.089683 0.0853577 0.0821271
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.13501500000000002 0.36766000000000004 0.09253500000000002 0.089885000000000007 0.10783500000000001 0.40473500000000007 0.062655000000000016 0.17025000000000004 0.11586 0.094835000000000017 1.0000000180025095e-35 -0.11171999999999999 -0.0073899999999999999 -0.016814999999999997 0.086920000000000011 0.086920000000000011 0.40945500000000007 0.082485000000000017 0.09202500000000001 0.11144500000000002 -0.059484999999999989 0.090100000000000013 0.15799000000000005 -1.0000000180025095e-35 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 26 6 8 14 11 12 -6 20 13 21 -1 16 18 -18 -10 23 24 -4 -17 -19 -5 -16 -3 -14 -23 -2
right_child=1 2 9 5 10 -7 -8 -9 15 -11 -12 -13 27 -15 25 22 17 19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077444777162366323 0.00075440958866642587 0.00035049431457042973 0.0003139560591105255 0.0007514048592496197 0.00065671513420348339 0.0004615870157847637 0.00042458570178817299 0.00042600992005228423 0.00068056436964109826 0.00050652678784184741 0.00040719971384889646 0.00087285636443328225 0.00016744648469552083 0.00044132674879887525 0.00066018428570358554 0.00087505221673670928 0.00071063871018428343 0.00071089819498881563 0.00048627634409958645 0.00051974206618672484 0.00070689049425988026 0.00028986460964314665 0.00072074274321188442 0.00063406055225788676 0.00063229891256837926 0.00048286587077918429 0.00046780816628597675 6.9132029060639591e-08 0.00017454548052705881 0.00061757945389589401
leaf_weight=26 48 190 57 898 71 39 25 69 25 21 32 60 32 20 29 25 414 123 29 25 397 34 56 157 29 22 32 20 90 26
leaf_count=26 48 190 57 898 71 39 25 69 25 21 32 60 32 20 29 25 414 123 29 25 397 34 56 157 29 22 32 20 90 26
internal_value=0 0.000388964 0.000349757 0.000703252 0.000434526 0.000713406 0.000717746 0.000543142 0.000721021 0.000249209 0.000579196 0.000741405 0.000227851 0.000260132 0.000648104 0.000687986 0.000679563 0.000687324 0.000576225 0.000655677 0.000735448 0.00024011 0.000768369 0.000667814 0.000747679 0.000583694 0.000367404 0.000103071 0.000206165 0.000706334
internal_weight=0 673 599 2448 325 2302 2263 146 2238 274 103 1384 253 201 77 854 773 719 54 305 1324 181 81 280 927 51 222 52 124 74
internal_count=3121 673 599 2448 325 2302 2263 146 2238 274 103 1384 253 201 77 854 773 719 54 305 1324 181 81 280 927 51 222 52 124 74
is_linear=0
shrinkage=0.00196078


Tree=8031
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 4 2 47 1 14 16 2 1 1 1 11 1 4 52 11 159 15 12 15 52 4 0 2 4
split_gain=9.84454 1.54449 0.824167 0.75634 0.501679 0.480494 0.407537 0.291086 0.264916 0.242868 0.212336 0.182253 0.15021 0.12998 0.12114 0.119128 0.111925 0.120848 0.209823 0.101778 0.0968297 0.0954156 0.0899735 0.0817513 0.0770643 0.066632 0.0692759 0.0658052 0.16303 0.0652188
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.11690500000000002 0.40124500000000002 0.089885000000000007 0.085505000000000012 0.09253500000000002 0.062655000000000016 -0.061854999999999993 0.14960000000000004 0.13075500000000004 0.122715 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.12418000000000001 0.095165000000000013 0.082585000000000006 1.0000000180025095e-35 0.095780000000000018 -0.41942499999999994 0.40674500000000008 -0.50690499999999983 -0.14454499999999995 -1.0000000180025095e-35 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 21 7 10 12 -4 15 -10 19 -5 29 25 17 23 -19 22 -18 27 -7 -9 -14 26 -1 -3 -29 -2
right_child=1 5 9 13 -6 8 -8 16 11 -11 -12 -13 24 -15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00079953284293360035 0.0006847827998446484 0.00039074089505689903 0.00060970418975874352 0.00041764744245477653 0.00046217834383271728 0.00021995148170604164 0.00041053891729782608 0.00065643359999775091 0.0002939864443229564 0.0004040719226171972 0.00080013161270711143 0.00049547170724521491 0.00023847483071453258 0.00024691110239455512 0.0004897325632790201 0.00063823013704223633 0.00074579834733987354 0.00067496755126477629 0.00044575746320488815 0.00038100957198329777 0.0005891997137052171 0.00031746342860861955 0.00036164003795658063 0.00061439604195700495 0.00010289909512115022 0.0005953890133581104 0.0006883736702252111 0.00034780518110949342 0.00057014449974339377 0.00059058873243433277
leaf_weight=22 50 71 34 60 48 96 24 439 45 63 59 28 27 24 29 220 63 28 34 26 20 38 21 299 40 29 1066 21 32 65
leaf_count=22 50 71 34 60 48 96 24 439 45 63 59 28 27 24 29 220 63 28 34 26 20 38 21 299 40 29 1066 21 32 65
internal_value=0 0.000385502 0.000653271 0.00051673 0.000660579 0.000318266 0.000664714 0.000667391 0.000269517 0.000476149 0.000685015 0.000371268 0.000234147 0.000368866 0.000602984 0.000679935 0.000639528 0.000632417 0.000549272 0.000270042 0.000708064 0.000403424 0.000245383 0.000639402 0.000157534 0.000688149 0.000690621 0.000429767 0.000482048 0.000631543
internal_weight=0 673 2448 228 2351 445 2303 2279 283 97 1396 73 210 84 144 1337 883 800 62 143 83 162 117 738 67 1117 1088 124 53 115
internal_count=3121 673 2448 228 2351 445 2303 2279 283 97 1396 73 210 84 144 1337 883 800 62 143 83 162 117 738 67 1117 1088 124 53 115
is_linear=0
shrinkage=0.00196078


Tree=8032
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 45 2 52 52 16 39 52 4 484 15 1 10 401 39 16 4 12 16 133 11 51 50 1 1429
split_gain=0.497112 0.119197 0.0615862 0.045108 0.0381551 0.0327489 0.028969 0.0269647 0.0264187 0.0287917 0.0408526 0.037892 0.0285947 0.0314215 0.025644 0.0298472 0.0350972 0.0247907 0.0362731 0.0308342 0.0245975 0.0241911 0.024027 0.021296 0.0202039 0.0197066 0.0253856 0.0285351 0.0535697 0.0210465
threshold=0.10293500000000001 -0.40967499999999996 0.12408500000000001 0.092235000000000025 0.088105000000000003 -0.13033999999999998 0.10783500000000001 0.13404500000000005 0.024145000000000003 -0.092399999999999982 0.013515000000000001 0.08456000000000001 0.098380000000000009 -0.068329999999999988 -0.084899999999999989 0.079055000000000014 0.092845000000000025 -0.074314999999999978 0.085900000000000018 0.093225000000000016 -0.080509999999999984 0.0049200000000000008 0.10016000000000001 0.13751500000000003 0.091935000000000003 0.080455000000000013 0.081440000000000026 0.07826000000000001 0.077565000000000009 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 -1 17 8 9 10 -5 14 13 -10 -11 16 -16 19 -19 -4 -15 -6 -23 -9 -12 26 29 28 -28 -7
right_child=1 2 6 7 21 25 -8 23 12 11 24 -13 -14 20 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033128307010470469 0.0072103211997948105 0.0035360079491743818 -0.0024197322638848657 0.010111228328856544 0.0082905418197957003 0.0073970902040243654 0.005825710017234087 0.0020673049061938568 0.011651627785370995 0.0086271554358642224 0.0066159740874415646 0.0010309766268950294 0.006469911699868526 0.0087914111685346488 0.0050995233871255928 0.0073376644098271555 0.00082548112235963358 0.0028739373445234458 -0.0016067215218208732 0.0026067477205525273 0.0046961707200601022 0.0066451061827441059 0.0033369350416646544 0.0062586492213251247 0.0040847804743680176 0.0097363622362415005 0.0068787105262790825 0.0073900521751009418 0.0019187556971844875 0.0058617888164008043
leaf_weight=22 93 250 26 29 28 1277 21 27 24 22 149 22 246 44 83 39 25 187 20 23 22 42 46 22 40 30 51 77 38 96
leaf_count=22 93 250 26 29 28 1277 21 27 24 22 149 22 246 44 83 39 25 187 20 23 22 42 46 22 40 30 51 77 38 96
internal_value=0 0.00386408 0.0033801 0.00683705 0.0042315 0.00714428 0.00225514 0.00622144 0.0063709 0.00583115 0.0066165 0.00493479 0.0070279 0.00855308 0.00544298 0.00496644 0.00411016 0.00196224 0.00244102 -6.03641e-05 0.00742633 0.00573042 0.00491583 0.00394913 0.00608027 0.007198 0.00714852 0.00598049 0.00476098 0.00728974
internal_weight=0 736 643 2385 366 1591 277 794 745 409 218 191 336 90 169 147 108 256 207 49 66 116 88 49 189 1569 1539 166 89 1373
internal_count=3121 736 643 2385 366 1591 277 794 745 409 218 191 336 90 169 147 108 256 207 49 66 116 88 49 189 1569 1539 166 89 1373
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 1 2 2 4 150 131 15 3 160 2 12 4 47 3 1 0 3 51 1
split_gain=9.72184 1.55442 1.02036 0.906642 0.520481 0.512655 0.30082 0.27515 0.265779 0.256938 0.233309 0.194191 0.265642 0.190034 0.152824 0.10959 0.105916 0.115932 0.0974509 0.0909425 0.0870262 0.0869688 0.0908476 0.0860714 0.0734147 0.0705474 0.0846547 0.0670162 0.0612444 0.0734296
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.089625000000000024 0.090425000000000019 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.082750000000000004 -0.41396999999999995 0.048265000000000009 -0.067824999999999983 -0.0091949999999999983 0.090545000000000014 -0.51253999999999988 0.090100000000000013 0.090900000000000009 0.076935000000000017 -0.010949999999999998 -0.010424999999999999 -0.085989999999999997 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 11 -5 13 -6 15 21 20 14 -4 25 17 -15 -19 -16 -13 22 -1 28 -24 26 -7 -21 -3 -30
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 12 -14 16 19 -17 -18 18 -20 27 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00077902782364051881 0.00061793065672838059 0.00022503003600898483 0.00035621069072965341 0.00057230276843015155 0.00057215331272998584 0.00058498397514621244 0.00075902747388225593 0.00035343044986754161 0.00039081615116554627 0.00035572468601410687 0.00043655394369529352 0.00048916660700206154 0.00038628297078265202 0.00019614886319839166 0.00032040689502606912 0.0004643103382672971 0.00026720101000083724 0.00014674580911649209 -3.5308048530828717e-05 0.00024951941307460633 0.00061473892405853085 0.00061663386715631431 0.00065180718362669535 0.00043078973995598028 0.00056175439263004623 0.00063678477331043201 0.00047003752839418103 0.00013318470592579843 0.00035814466173178516 0.00026279662747785899
leaf_weight=21 74 22 39 34 71 281 76 63 34 30 48 23 23 33 23 29 20 20 26 32 274 372 1049 33 36 92 27 47 128 41
leaf_count=21 74 22 39 34 71 281 76 63 34 30 48 23 23 33 23 29 20 20 26 32 274 372 1049 33 36 92 27 47 128 41
internal_value=0 0.000349826 0.000316704 0.000615922 0.000391011 0.000623586 0.000638194 0.000430149 0.000228567 0.000507868 0.000566196 0.000633087 0.000589293 0.000205582 0.000251815 0.000580701 0.000139736 0.000107466 4.38458e-05 0.000211899 0.000605014 0.000642569 0.000651292 0.000338321 0.000648819 0.000589139 0.000574908 0.000180308 0.000322345 0.000335013
internal_weight=0 673 599 2448 325 2351 1874 97 274 101 477 1798 320 240 141 429 99 79 46 102 297 1478 1106 224 1085 400 308 79 191 169
internal_count=3121 673 599 2448 325 2351 1874 97 274 101 477 1798 320 240 141 429 99 79 46 102 297 1478 1106 224 1085 400 308 79 191 169
is_linear=0
shrinkage=0.00196078


Tree=8034
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 3 2 1 4 2 160 52 52 16 16 15 157 49 47 12 39 49 49 376 131 13 43 483 1429 52
split_gain=0.458334 0.10272 0.0552056 0.0405421 0.0363523 0.0550677 0.0334287 0.0275286 0.0259816 0.0249965 0.0205442 0.0202748 0.0320983 0.0305436 0.0283079 0.0277674 0.0256249 0.0255822 0.0251327 0.0244765 0.0203944 0.0264078 0.0213999 0.019536 0.0188911 0.0185722 0.0265534 0.0180594 0.0266958 0.0487764
threshold=0.10337500000000001 -0.40967499999999996 0.12408500000000001 0.092235000000000025 1.0000000180025095e-35 -0.014944999999999998 -0.13033999999999998 0.16773500000000005 -0.15464999999999998 0.15109000000000003 -0.082299999999999984 0.024145000000000003 -0.11183499999999999 0.22339500000000004 0.40020000000000006 -0.076244999999999993 -0.0041249999999999993 0.079765000000000016 0.081320000000000017 0.095780000000000018 0.085855000000000015 -0.023059999999999997 0.092560000000000017 0.10727000000000002 0.090385000000000007 -0.07692499999999998 -0.085594999999999991 -0.070084999999999981 0.084770000000000012 -0.090114999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 6 5 25 -1 8 -4 11 -6 12 13 17 16 -16 -15 -5 -13 -17 21 -14 -23 -10 -2 -3 -27 -8 -29 -30
right_child=1 2 7 9 10 -7 27 -9 23 -11 -12 18 20 14 15 19 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0031664534724162273 0.0078305256567430676 0.0089237560600546814 0.0056291992562667783 0.0063955612387508161 0.0058282727262329512 0.0016190112506349883 0.0082003940096071273 -0.001114593700343824 0.0024636966850871498 0.0025951952052613099 0.002929708049174186 0.0064448043823329684 0.0027546281174111826 0.0062276650150306524 0.010127291855003153 0.0074780179985629571 0.0020944732955346505 0.011392873064393089 0.010013633407652378 0.0042269581263826702 0.0017357729154173285 0.0065021075094031967 0.0040631370208310813 -0.00073592747461849028 0.0045335727400621787 0.0088962727412581454 0.004679963300478155 0.0069449580054348247 0.00080984442494809634 0.0064185221045129541
leaf_weight=24 63 24 24 20 28 30 104 23 209 21 193 327 39 30 21 55 30 21 21 40 20 104 55 21 24 20 59 1382 20 69
leaf_count=24 63 24 24 20 28 30 104 23 209 21 193 327 39 30 21 55 30 21 21 40 20 104 55 21 24 20 59 1382 20 69
internal_value=0 0.00369981 0.00325568 0.00657919 0.00408308 0.00538935 0.00687045 0.00219828 0.00249826 0.00599993 0.00329695 0.00609124 0.00563611 0.00649709 0.00592447 0.00683657 0.00416107 0.00895516 0.00666016 0.00610915 0.00477907 0.00508648 0.00565844 0.00217156 0.00692102 0.00648751 0.00574738 0.00692689 0.00683685 0.00515815
internal_weight=0 718 631 2403 354 133 1599 277 254 804 221 783 435 217 176 116 60 41 348 95 218 198 159 230 87 103 79 1575 1471 89
internal_count=3121 718 631 2403 354 133 1599 277 254 804 221 783 435 217 176 116 60 41 348 95 218 198 159 230 87 103 79 1575 1471 89
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=31
num_cat=0
split_feature=1 52 3 0 45 124 52 51 48 43 43 2 1 4 3 11 12 52 16 1 1429 132 49 1 1 2 150 1454 160 52
split_gain=0.371587 0.0878559 0.0484999 0.037605 0.0333028 0.0372426 0.0303616 0.0317378 0.0271984 0.0324839 0.0345622 0.0255358 0.0377857 0.0767574 0.038349 0.0322969 0.0254545 0.0252498 0.0337722 0.0578826 0.0277848 0.0250492 0.0249468 0.0232549 0.0312612 0.0212647 0.0223567 0.0232712 0.0416612 0.0259217
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.22582000000000002 0.081955000000000014 -0.076779999999999987 0.19022000000000003 -0.41904999999999998 0.15068000000000001 -0.035139999999999991 -0.24021999999999996 0.087625000000000022 0.08864000000000001 -0.14098499999999997 0.088060000000000013 0.077290000000000011 -0.42850999999999995 0.4002400000000001 -0.061854999999999993 0.093700000000000019 0.084690000000000015 -0.076764999999999986 -0.090734999999999982 0.10871500000000002 0.111945 0.087245000000000003 0.10874500000000002 0.090210000000000026 -0.52439499999999983 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 -1 7 -3 9 10 -9 17 15 -14 -15 -13 -4 20 -19 -20 22 -11 -7 -23 -25 26 27 28 -24 -30
right_child=1 2 16 -5 -6 11 -8 8 -10 21 -12 12 13 14 -16 -17 -18 18 19 -21 -22 23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.003874288768565748 0.0062337164964867374 0.0068558405153453352 0.0031480013752090081 0.0017182275918977603 0.0095278678891750485 0.0098998492752963851 0.0054066886400593629 0.0058336751557362737 -0.00055046572498130533 0.00070187025315438705 0.001824862190414274 0.0057557319102013041 0.0065652870461344716 -0.0023726454487768937 0.0033193078891631091 0.0090322581029707392 -0.00017103698431610078 0.0077644713744077654 -0.0011019690521061421 0.0061156709289462013 0.0037791457354418331 0.0021822686919058939 0.010214508986488607 0.0086037788400426512 0.004343299376928518 0.0085038188202306627 0.0034957599396315906 0.0033298511392153476 0.0065265199036177116 0.0034845006828806524
leaf_weight=85 93 21 35 21 26 22 62 24 22 21 207 1018 50 20 29 31 68 21 20 25 37 39 30 20 124 50 26 23 822 29
leaf_count=85 93 21 35 21 26 22 62 24 22 21 207 1018 50 20 29 31 68 21 20 25 37 39 30 20 124 50 26 23 822 29
internal_value=0 0.00336088 0.00294537 0.00593124 0.00596867 0.00592909 0.00332467 0.00305462 0.00287995 0.00305344 0.00224136 0.00600661 0.00567631 0.0038088 0.000996062 0.00585256 0.000956792 0.00634976 0.00445313 0.00290783 0.00647024 0.003973 0.00656961 0.00434838 0.00493503 0.00649485 0.00638684 0.00646999 0.00655197 0.00642286
internal_weight=0 736 643 2385 2364 2338 540 478 457 435 231 2253 1148 99 49 1049 103 1105 66 45 1039 204 1002 183 144 980 930 904 881 851
internal_count=3121 736 643 2385 2364 2338 540 478 457 435 231 2253 1148 99 49 1049 103 1105 66 45 1039 204 1002 183 144 980 930 904 881 851
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=31
num_cat=0
split_feature=1 3 1 12 14 2 0 4 4 12 41 1447 157 1212 403 42 42 2 0 0 3 1213 15 15 3 4 15 1 403 13
split_gain=0.302178 0.0462789 0.0458999 0.0463999 0.0356821 0.033713 0.0304478 0.0242057 0.0232888 0.0231257 0.0238348 0.0265898 0.0233427 0.0228762 0.0376977 0.0250034 0.0334344 0.0276383 0.0252068 0.0226354 0.0255538 0.0218027 0.0212636 0.0209263 0.0263369 0.0412454 0.0203397 0.0306544 0.023195 0.0196106
threshold=0.11146500000000002 -0.059315 0.089625000000000024 0.085055000000000006 -0.10708499999999999 0.13404500000000005 0.034820000000000011 -0.036839999999999991 -0.27825499999999997 0.08815000000000002 0.076195000000000013 -0.082869999999999985 -0.089089999999999989 -0.064959999999999976 -0.0047449999999999992 0.090835000000000013 0.088380000000000014 0.085515000000000022 0.062580000000000011 -0.095504999999999993 -0.11171999999999999 0.04198000000000001 0.085465000000000013 -0.15914499999999995 0.090900000000000009 -0.15289999999999995 0.090750000000000011 0.09253500000000002 -0.042339999999999996 -0.088464999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 4 -4 9 -3 -2 -6 12 11 -11 -1 14 -14 16 18 -18 23 20 -5 -17 -16 -15 29 -26 28 -28 -21 -25
right_child=1 6 3 19 8 -7 -8 -9 -10 10 -12 -13 13 15 22 21 17 -19 -20 26 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0079242606280156627 0.0066064388432629326 0.0021906792794649812 0.007584006423130632 0.0056825196347199385 0.0056354446980335267 0.0028791860672550238 -0.0014293434154242278 0.0034067755728301565 0.0028249806210452165 0.0087565228343009956 0.0017497721144172829 0.0051544369058416136 0.011148039605468512 0.0083161566065003481 0.0085532583784134614 0.0059378956671099405 0.00042504191236651461 0.0050325776892714211 0.0023674941697643826 0.0091463545618234617 0.00079506431989695729 0.0096752310999565667 0.0044827525835540718 0.004536322421509636 0.0063378776144236331 -8.4378733299672609e-05 0.0021140849242943364 0.0054877173131586974 0.0057638661287556826 0.0059988584802321571
leaf_weight=52 29 329 20 20 34 49 25 128 222 21 20 849 20 30 21 37 23 30 23 23 23 27 33 109 20 20 37 99 171 577
leaf_count=52 29 329 20 20 34 49 25 128 222 21 20 849 20 30 21 37 23 30 23 23 23 27 33 109 20 20 37 99 171 577
internal_value=0 0.00256879 0.00522797 0.00449901 0.00351605 0.00546922 0.00193503 0.0039978 0.00319825 0.0055356 0.00516292 0.00524138 0.00586014 0.00574949 0.00743933 0.00560993 0.00546341 0.00303308 0.00562876 0.00522635 0.0030683 0.00751458 0.00606573 0.00572798 0.00562103 0.00312675 0.00550755 0.00456989 0.00616488 0.00576647
internal_weight=0 511 2610 649 276 1961 354 157 256 1912 890 870 1022 970 74 896 832 53 779 373 43 64 54 756 726 40 330 136 194 686
internal_count=3121 511 2610 649 276 1961 354 157 256 1912 890 870 1022 970 74 896 832 53 779 373 43 64 54 756 726 40 330 136 194 686
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 47 2 1 2 2 14 4 1 4 1 0 47 3 160 43 12 133 15 10 2 1 50 14
split_gain=14.3779 2.33015 1.25157 1.24047 0.954079 0.646308 0.527647 0.416105 0.405824 0.391104 0.340641 0.278544 0.271038 0.171406 0.157049 0.146818 0.187344 0.145898 0.130946 0.106936 0.113536 0.104602 0.0972943 0.0911768 0.0889028 0.138434 0.0867219 0.0849303 0.0724615 0.0722784
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.089885000000000007 0.092845000000000025 0.10672500000000001 0.14753000000000002 0.062655000000000016 0.27834500000000006 0.091195000000000012 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.090100000000000013 -0.010424999999999999 -0.067824999999999983 0.064745000000000011 0.090285000000000018 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.14960000000000004 0.11588000000000001 0.079410000000000008 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 18 6 8 11 12 -4 27 13 14 -5 -1 17 22 21 23 -15 -21 28 -17 -3 -13 -26 -7 -6 -10 -25
right_child=1 3 9 7 10 26 -8 -9 15 -11 -12 24 -14 19 -16 16 -18 -19 -20 20 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.00076003814512766606 0.0007234457574259622 0.00022891905932974637 0.00065907230052877875 0.00038937740930408585 0.00072557096716527845 0.00059321160675582609 0.00044327582783534441 0.00046047013265863835 0.00073550058212944723 0.0004027506187132079 0.00041663920153784593 0.00022228746343970151 0.00088640573106758141 0.00031995566723051397 0.00070272216108526353 0.00072530692190936352 0.00053548540913574008 0.00056150021068021366 0.00048024251271842742 0.0003200550469131592 0.00014621644371454667 0.00066265456566289688 0.00066029822817341845 0.0004653257223214695 0.00020006401391298162 2.5024528012556188e-06 0.00042594209422959999 0.00059119063787565161 0.00081989882105493292 0.00034471191917977433
leaf_weight=1117 74 23 37 40 40 22 24 34 352 60 30 32 59 41 220 153 34 20 32 20 52 70 210 22 25 30 26 33 44 145
leaf_count=1117 74 23 37 40 40 22 24 34 352 60 30 32 59 41 220 153 34 20 32 20 52 70 210 22 25 30 26 33 44 145
internal_value=0 0.00039519 0.000718792 0.000354638 0.000436568 0.000727797 0.000732491 0.000257458 0.000735537 0.000500523 0.000592537 0.000228698 0.000756346 0.00027907 0.000750607 0.000702637 0.000674663 0.000725489 0.000364204 0.000240022 0.000194505 0.000732527 0.000687699 0.000344661 0.000140113 9.23032e-05 0.000502607 0.000664824 0.000744878 0.000360601
internal_weight=0 673 2448 599 325 2351 2303 274 2279 97 103 240 1396 153 1337 883 397 486 222 113 72 466 363 190 87 55 48 73 396 167
internal_count=3121 673 2448 599 325 2351 2303 274 2279 97 103 240 1396 153 1337 883 397 486 222 113 72 466 363 190 87 55 48 73 396 167
is_linear=0
shrinkage=0.00196078


Tree=8038
num_leaves=31
num_cat=0
split_feature=1 52 2 52 0 15 132 15 48 48 457 13 44 14 0 1 3 4 2 52 43 13 2 9 15 12 14 48 1446 48
split_gain=0.304817 0.0769408 0.0471439 0.0353883 0.0327048 0.032012 0.0308255 0.0371814 0.0576723 0.0305873 0.031752 0.0328536 0.0304739 0.0300184 0.0327011 0.0541859 0.0363602 0.0313584 0.0278964 0.0258862 0.0248508 0.0236068 0.0234093 0.0271161 0.0218573 0.0208853 0.0194814 0.0193293 0.03012 0.024352
threshold=0.10124500000000002 -0.40967499999999996 0.14753000000000002 0.12492500000000002 0.22582000000000002 -0.24436499999999997 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.14093000000000003 0.079590000000000008 -0.0044799999999999987 0.081805000000000017 0.062655000000000016 -0.10474999999999998 0.081670000000000006 -0.074939999999999993 0.022185000000000003 0.13093500000000002 0.26391000000000003 -0.05647499999999999 -0.0075049999999999987 0.10803500000000001 -1.0000000180025095e-35 -0.47308999999999996 -0.064509999999999984 -0.31058999999999998 0.093265000000000015 0.11018500000000002 0.096085000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 12 20 7 -4 -9 10 22 -12 13 14 15 19 -17 18 27 -1 24 25 23 -7 -3 -22 -23 28 -16 -29
right_child=1 2 6 -5 -6 9 -8 8 -10 -11 11 -13 -14 -15 17 16 -18 -19 -20 -21 21 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0063607002388582469 0.0056493479196968325 0.0018075537679916515 0.0030133711008462484 0.0048929883762159282 0.0013533518719486893 0.0021626294730231164 0.0037023439088703265 -0.0055713291377866301 0.00092749810363683448 -0.00045615196460857988 -0.00054952375604912186 0.003712991423672065 0.0092066568899012748 0.0071807365330836086 0.0056339023784281487 -0.001399824928957969 0.0033794684570658813 0.0042527903100616745 0.0018496239068917933 0.0023833499965257945 0.0028081337985550537 0.0064933215157084532 0.0029933816537579885 0.0058522625292926952 -0.0018387711381599788 -0.0013923969038296491 0.0023618042115122083 0.0012290130020119251 0.0085195221233408201 0.0050146476569610235
leaf_weight=90 102 35 26 90 20 25 28 22 36 20 33 40 21 89 1617 20 78 203 20 20 29 21 92 98 31 20 25 20 37 113
leaf_count=90 102 35 26 90 20 25 28 22 36 20 33 40 21 89 1617 20 78 203 20 20 29 21 92 98 31 20 25 20 37 113
internal_value=0 0.00309047 0.00270149 0.00307668 0.0053799 0.00272814 0.000828875 -0.000128948 -0.00153757 0.00332546 0.00358807 0.0017861 0.00541449 0.00537998 0.00530772 0.0041141 0.0024041 0.00543124 0.00556363 0.00563755 0.00158544 0.00262098 0.0041999 0.00510234 9.4886e-05 0.00109363 0.00424793 0.00560519 0.00569845 0.00444538
internal_weight=0 773 671 559 2348 469 112 84 58 308 288 73 2328 2307 2218 208 98 2010 1807 110 161 95 215 123 66 49 46 1787 1654 133
internal_count=3121 773 671 559 2348 469 112 84 58 308 288 73 2328 2307 2218 208 98 2010 1807 110 161 95 215 123 66 49 46 1787 1654 133
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=31
num_cat=0
split_feature=1 2 0 9 14 10 44 10 2 10 2 11 97 2 1424 4 48 3 1212 16 403 13 15 4 133 157 123 4 15 4
split_gain=0.247012 0.0619114 0.0455546 0.0379238 0.0352559 0.0348456 0.0324391 0.0314406 0.0298119 0.0297618 0.0304389 0.0264838 0.0245508 0.0238727 0.0228618 0.0213565 0.0322392 0.0309946 0.0281511 0.0301142 0.0356844 0.0281557 0.0368341 0.0281445 0.0280076 0.0216541 0.0209094 0.0207467 0.0247883 0.0305346
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -1.0000000180025095e-35 0.054835000000000009 -0.079859999999999987 1.0000000180025095e-35 -0.38851999999999992 0.15361500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.085875000000000021 -0.0047149999999999996 -0.090999999999999984 1.0000000180025095e-35 -0.082249999999999976 0.092065000000000022 0.090900000000000009 0.089995000000000019 -0.08231999999999999 -0.085079999999999975 -0.088854999999999976 0.084050000000000014 0.0033150000000000007 0.0068000000000000014 -0.23976499999999998 0.085740000000000011 -0.062539999999999984 -0.41942499999999994 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 -1 6 7 11 -2 -4 10 12 13 -7 -5 15 16 18 25 21 -20 -21 -15 24 -19 -23 -17 -3 -12 29 -29
right_child=5 2 8 4 -6 9 -8 -9 -10 -11 27 -13 -14 14 -16 17 -18 23 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018958854233482626 0.0013928147409494748 0.0027360804893653366 0.0044557781470286034 0.0024271551712165373 0.0069259978698524224 0.0013019579416972452 0.0087909898249476787 -0.0036039403034374123 0.00068206119732084605 4.2843739114080868e-06 0.0047033879774971872 0.0012194155645556749 0.005242383229870029 0.0094173312928019608 0.0082895052875392155 0.0018578572692349556 0.0015172005078056827 -0.0005724269364561353 0.0061046415248711128 -0.00086778843154509868 0.0050343064125627284 0.0065039636207816819 0.0050737000696823419 0.0046048569492995739 0.010593334869481623 0.0048280890848771659 -0.00072689113250817177 0.0051639815803465553 0.00047255778335966172 0.00079331213144600513
leaf_weight=41 34 136 432 39 88 21 21 20 22 48 24 20 64 22 20 25 20 21 32 21 20 103 264 21 20 1348 20 33 90 31
leaf_count=41 34 136 432 39 88 21 21 20 22 48 24 20 64 22 20 25 20 21 32 21 20 103 264 21 20 1348 20 33 90 31
internal_value=0 0.00465533 0.00376635 0.00490803 0.0049667 0.00188699 0.00488121 -0.000457835 0.00427291 0.00229413 0.00271205 0.00484008 0.00426887 0.00487673 0.00492605 0.00489095 0.00545133 0.00469215 0.00561457 0.00380563 0.00201128 0.00593744 0.00573962 0.00201622 0.0071689 0.00477401 0.00229211 0.00196863 0.00154243 0.00304694
internal_weight=0 2756 610 2146 2105 365 2017 54 454 311 263 1996 85 1976 1937 1917 502 1415 482 73 41 409 387 42 123 1373 156 178 154 64
internal_count=3121 2756 610 2146 2105 365 2017 54 454 311 263 1996 85 1976 1937 1917 502 1415 482 73 41 409 387 42 123 1373 156 178 154 64
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=31
num_cat=0
split_feature=1 2 11 2 12 0 2 150 34 482 11 31 402 123 13 4 159 16 0 151 12 474 2 12 12 15 52 1 1424 401
split_gain=0.20008 0.0508176 0.0317637 0.0348468 0.0317595 0.0301485 0.0282921 0.0263751 0.0252536 0.0236697 0.0234011 0.0229407 0.0223171 0.0254114 0.0227121 0.0246011 0.0229424 0.0221007 0.0213267 0.0311442 0.021277 0.0279743 0.0203929 0.0454199 0.0286644 0.0260403 0.0293149 0.0199003 0.0184136 0.018414
threshold=0.11829500000000003 0.10005000000000001 0.080455000000000013 -0.0091949999999999983 0.087505000000000013 -0.07384499999999998 0.25063000000000007 1.0000000180025095e-35 -0.038779999999999995 0.081345000000000015 0.085155000000000022 -0.081409999999999996 0.093135000000000009 0.12630500000000003 -0.15078499999999997 -0.013125 0.09599000000000002 -0.16075999999999999 -0.23091999999999999 -0.072119999999999976 0.097145000000000023 0.037915000000000011 0.11474000000000002 -0.094384999999999983 -0.042789999999999988 -0.040804999999999994 -0.14813999999999997 0.10871500000000002 1.0000000180025095e-35 0.086810000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 -1 8 9 11 22 -4 -2 13 14 -10 -16 -17 -8 -9 -20 21 -6 23 -3 -24 -25 -27 -7 29 -5
right_child=6 4 10 28 20 27 17 18 12 -11 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0049601252222883294 0.0017841250721917111 -6.3339867629110821e-05 0.0088626924626253271 0.0043188264589594221 0.0043660742579518371 -0.00050960372421233102 0.0013661993473457793 0.0036278821868248861 0.0014137795632806324 0.00010157403358746144 0.0050123367849185972 -0.0026843125442974273 -0.00082461323239840572 -0.0007764460158068687 0.0061130306232840791 0.002391432422246818 0.005861571389149227 -0.0031348003877792506 0.001795986448303752 -0.0029205616971012208 0.0034280710272558928 0.0080775744398124526 0.0046489792605153412 0.0033359574421526908 -4.3309898270914955e-05 0.0040345092902758289 0.0083756288141012183 0.0034657168481498956 0.0074705807829741388 0.0053712975768259799
leaf_weight=29 27 20 27 1722 132 34 24 26 69 21 38 20 20 20 31 111 23 20 42 21 233 24 23 47 30 28 35 20 20 184
leaf_count=29 27 20 27 1722 132 34 24 26 69 21 38 20 20 20 31 111 23 20 42 21 233 24 23 47 30 28 35 20 20 184
internal_value=0 0.0041898 0.00443604 0.00436565 0.00344098 0.00235941 0.00169829 0.00265468 0.00202425 0.00328136 0.00661172 -0.000117338 0.0023916 0.00264485 0.00293726 0.00357436 0.00298705 -0.00067971 0.00121825 0.000223804 0.00403322 0.00493707 0.00364625 0.00432028 0.00199297 0.0051173 0.00644624 0.000962737 0.0044521 0.00442043
internal_weight=0 2756 2074 2009 682 83 365 293 321 204 65 47 274 254 234 165 134 44 89 63 389 156 183 130 53 110 63 54 1926 1906
internal_count=3121 2756 2074 2009 682 83 365 293 321 204 65 47 274 254 234 165 134 44 89 63 389 156 183 130 53 110 63 54 1926 1906
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=31
num_cat=0
split_feature=4 3 2 2 149 9 44 4 1 2 2 42 16 12 39 0 1447 1212 16 1447 1209 131 132 132 1204 16 159 12 43 4
split_gain=0.168515 0.0519477 0.0426012 0.0376452 0.0280843 0.0272703 0.0352115 0.0270235 0.0353168 0.0331233 0.0337049 0.0321816 0.0273996 0.0261006 0.025894 0.0247356 0.0426727 0.0256565 0.0358222 0.0314625 0.0273918 0.036401 0.0252157 0.0681098 0.0575096 0.0228984 0.021109 0.0269971 0.0431078 0.0240368
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.077335000000000015 -1.0000000180025095e-35 0.081805000000000017 -0.082249999999999976 0.091535000000000019 0.09358000000000001 -0.080614999999999978 0.11457500000000002 -0.059624999999999991 0.11650500000000001 0.085060000000000011 -0.087414999999999979 -0.085804999999999979 0.089995000000000019 -0.079734999999999986 -0.083449999999999983 0.083050000000000013 0.094300000000000009 -0.083284999999999984 -0.0021499999999999996 -0.084344999999999989 -0.069144999999999984 0.030370000000000005 0.091085000000000013 -0.011694999999999999 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 13 -9 10 -10 26 -11 15 -14 -7 -17 19 -19 -18 22 -22 24 -24 -21 -13 27 28 29 -12
right_child=3 -3 -4 -5 -6 6 -8 8 9 12 11 25 14 -15 -16 16 17 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015177000882128293 0.0014502541475447416 0.0011746527554932981 -0.00044250489514999339 -0.0023754407574112218 0.0048169477642794074 0.0059221768593591337 0.0069448695398597535 0.0039194301439389664 -0.00014224475296214224 0.0034631110035265103 0.010627606771013235 -0.00089039517721782124 -0.0014363251111850642 0.00085457901790505272 0.0025978869024234322 3.8590760010740033e-05 0.0077693278240340384 0.0041515595427798957 -0.00095260565925855186 0.0021088069980032746 0.0099939557723701007 0.004270239298639354 -0.0017570110294036568 0.0042528835789033279 0.0089867634462162619 0.0035251305286732059 0.0015230320310885353 0.0037291504480149516 0.0030006603018760129 0.0057835917210295089
leaf_weight=48 301 75 23 24 27 106 38 1459 25 39 20 24 41 20 26 23 31 44 20 20 20 25 20 330 31 23 28 162 27 21
leaf_count=48 301 75 23 24 27 106 38 1459 25 39 20 24 41 20 26 23 31 44 20 20 20 25 20 330 31 23 28 162 27 21
internal_value=0 0.00377057 0.00384283 0.00144765 0.00172739 0.00387974 0.00392296 0.00387854 0.00368344 0.00289372 0.00338771 0.00367705 0.00135582 0.00441436 0.00012919 0.00452062 0.00425721 0.00443656 0.00255651 0.00468881 0.00447469 0.00681411 0.00421216 0.00390946 0.00628953 0.00127039 0.00411548 0.00443108 0.00610331 0.00814653
internal_weight=0 2769 2694 352 328 2671 2623 2585 1895 436 330 305 106 690 67 670 564 541 64 477 446 45 401 350 51 47 258 230 68 41
internal_count=3121 2769 2694 352 328 2671 2623 2585 1895 436 330 305 106 690 67 670 564 541 64 477 446 45 401 350 51 47 258 230 68 41
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 47 4 2 1 2 4 150 1 2 2 4 0 47 4 52 13 1 15 51 15 481
split_gain=20.8504 3.32293 2.08449 1.85765 1.18681 0.973928 0.67786 0.573164 0.528685 0.46876 0.463024 0.320511 0.318898 0.394206 0.309603 0.251843 0.219367 0.187319 0.150289 0.127839 0.107469 0.10648 0.0987711 0.084818 0.0822561 0.0794309 0.117695 0.0960701 0.07794 0.0773359
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.40473500000000007 0.14838000000000004 0.089625000000000024 0.090050000000000005 0.27834500000000006 1.0000000180025095e-35 0.076935000000000017 -0.0091949999999999983 0.088850000000000012 -0.036839999999999991 -0.030209999999999997 0.090100000000000013 0.015030000000000002 0.40674500000000008 -0.0062949999999999994 0.11669000000000002 -0.14147499999999996 -0.085989999999999997 -0.41942499999999994 -0.0066299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 21 6 12 -5 15 11 -6 14 18 17 -4 16 20 -14 23 -2 22 25 -7 -1 -16 27 -27 -3 -13 -20
right_child=1 2 9 7 10 8 -8 -9 -10 -11 -12 28 13 -15 24 -17 -18 -19 29 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00076730238828252764 0.00077293632895338775 0.00017929437497228966 0.00031842548527491173 0.00065342199794234839 0.00064447151218715605 0.00069967115133920572 0.00092666077747618082 0.00033752514931167205 0.00043316473975057865 0.00036555123601362296 0.00036038786544368654 9.9997763220953612e-05 0.00053114486637526059 0.00043979856266268812 9.0224525809593642e-05 0.0004926934015931062 0.00076306763105888395 0.00071540095405974867 0.00078880178874729155 0.00059884140036659298 0.0005404765586078449 0.00040618677451800301 0.00062646721107901843 0.00064412255816281166 0.00021241129293166498 0.00030545823717488253 9.9791061286084057e-05 0.00032550054811538229 -2.3776691337107449e-05 0.00071454742419526165
leaf_weight=930 50 20 41 34 71 153 76 63 41 34 32 31 23 24 87 30 92 273 61 24 29 32 132 22 28 23 20 127 53 465
leaf_count=930 50 20 41 34 71 153 76 63 41 34 32 31 23 24 87 30 92 273 61 24 29 32 132 22 28 23 20 127 53 465
internal_value=0 0.000324478 0.000276051 0.000714169 0.000382257 0.000725141 0.000745275 0.000448252 0.000646038 0.000150077 0.000556213 0.000119551 0.000737608 0.000681487 0.000172131 0.000666056 0.000678866 0.000701084 0.000749759 0.000716473 0.000654195 0.000301549 0.000665766 0.000764456 0.000119974 0.000283925 0.000209799 0.000305609 2.1902e-05 0.000723159
internal_weight=0 673 599 2448 325 2351 1874 97 477 274 103 240 1798 320 156 436 406 296 1478 74 314 222 285 952 115 190 43 147 84 526
internal_count=3121 673 599 2448 325 2351 1874 97 477 274 103 240 1798 320 156 436 406 296 1478 74 314 222 285 952 115 190 43 147 84 526
is_linear=0
shrinkage=0.00196078


Tree=8043
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 1 483 16 123 12 160 4 42 399 483 3 2 475 1 11 484 484 2 13 157 474 12 15
split_gain=0.190828 0.0510349 0.0327542 0.0306218 0.0356231 0.0279664 0.0389969 0.0256997 0.0249829 0.0211079 0.0213862 0.0210192 0.0324467 0.0276375 0.0233583 0.0223951 0.0211692 0.0303716 0.026129 0.0292957 0.0278623 0.0577706 0.0260454 0.0282077 0.0291812 0.0247087 0.0277968 0.0269728 0.0343865 0.022547
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.11924500000000002 0.16773500000000005 0.098395000000000024 -0.39185999999999993 0.11135500000000001 0.092550000000000007 -0.53327999999999987 -0.51253999999999988 -0.14148999999999998 0.10054500000000001 -0.096724999999999992 -0.082594999999999988 0.087625000000000022 -0.087794999999999998 0.079415000000000013 0.086945000000000008 0.087235000000000021 0.093765000000000015 0.084305000000000005 -0.099939999999999987 -0.090569999999999998 0.085295000000000024 0.087005000000000013 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 9 -2 -11 13 -13 -3 -14 -16 17 -15 19 -18 -20 -22 25 -24 -25 -21 -27 29 -29 -28
right_child=7 11 -4 4 -6 6 -8 -9 -10 10 -12 12 14 16 15 -17 18 -19 20 22 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-0.00031452116799419343 0.00043992729679732695 0.0079897046998320589 -0.00044264986622147263 0.0020872002709595278 0.0070222295435646981 0.0042150986326406487 0.0015201610149674569 -0.0018214040618065909 0.0050615106662735346 0.0025948315078532652 -0.00082268541445955638 -0.0002277192519977689 0.0063393770519825123 0.0046669656537351722 0.0036229156426520978 0.0064105600863695149 0.0013295423200664423 0.0093347588365259079 0.0038914683796098908 0.006848634885242318 -0.0027373454871121796 0.0044733086284250018 0.0097496649209642787 0.0078511033020913605 0.0024491419905098158 0.0076575687271542847 0.0046310477435556998 -0.0011798929059295916 0.0041058459552004937 0.0026107387319512544
leaf_weight=23 127 21 25 151 26 288 66 23 20 143 21 20 36 46 732 30 27 20 405 43 20 25 20 20 20 25 585 20 32 61
leaf_count=23 127 21 25 151 26 288 66 23 20 143 21 20 36 46 732 30 27 20 405 43 20 25 20 20 20 25 585 20 32 61
internal_value=0 0.00393362 0.00309797 0.00325774 0.00341248 0.00322663 0.00371265 0.00140417 0.00164272 0.00140775 0.00215722 0.00415275 0.00375056 0.00438944 0.00385026 0.00373267 0.00433421 0.00608145 0.00424571 0.00457097 0.00362918 0.00126857 0.00467692 0.0066833 0.00515012 0.00451976 0.00438125 0.00426391 0.00207287 0.00444028
internal_weight=0 2787 579 554 531 505 354 334 311 291 164 2208 818 1390 798 762 1369 66 1303 853 450 45 826 60 40 766 723 698 52 646
internal_count=3121 2787 579 554 531 505 354 334 311 291 164 2208 818 1390 798 762 1369 66 1303 853 450 45 826 60 40 766 723 698 52 646
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 14 0 15 0 52 4 4 3 160 49 16 4 40 16 43 1 50 1 47 52
split_gain=4.66387 0.732625 0.447654 0.337762 0.268923 0.220831 0.205792 0.189458 0.174743 0.157547 0.113047 0.128404 0.12256 0.109762 0.103361 0.112316 0.0790155 0.0786547 0.0974902 0.076327 0.0748784 0.072097 0.066963 0.0630643 0.0574379 0.0534682 0.053217 0.0511786 0.0484921 0.0484086
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.042705000000000007 0.077845000000000011 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 -0.079119999999999982 1.0000000180025095e-35 0.24564500000000003 -0.49013999999999996 -0.11171999999999999 -0.080719999999999986 -0.054984999999999992 -0.14771999999999999 -0.15464999999999998 -0.077474999999999988 -0.039889999999999988 -0.065269999999999981 0.13436000000000001 0.041865000000000006 0.13075500000000004 0.090280000000000013 -0.16675999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 6 8 22 -8 10 -4 11 12 -1 -13 15 20 24 18 -18 -2 -10 -9 -3 -14 -15 -23 -6 -5 -21 -12
right_child=1 4 9 27 26 -7 7 21 14 -11 29 13 23 16 -16 -17 17 -19 -20 28 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048938416701587123 0.00028761795595707489 0.0001977467679313114 0.00042224192459668433 0.000264773640136411 7.9534772670906926e-05 0.00030064520409355075 0.00035482501701386028 0.00033424756106208354 0.00046624254903647591 0.00024856435611084806 0.00043093620215122602 0.00045324615363791807 0.0002676327875210737 0.00037657312496238961 0.00043756693560237706 0.00026050179304110344 0.00023323791325274927 0.00042000156965589535 0.00039776817223864701 0.00045298925452247389 0.00036180674189119176 0.00022456041155271463 9.2983980086028706e-05 0.00039511409489547501 0.00048476023013406994 0.00012972754728625283 0.00018734832919335337 0.00015763833320354287 0.00037368899967824042 0.00054256181003901601
leaf_weight=22 23 45 28 60 75 48 53 20 34 71 20 1191 37 23 113 34 20 461 45 56 118 149 49 25 105 27 23 24 63 59
leaf_count=22 23 45 28 60 75 48 53 20 34 71 20 1191 37 23 113 34 20 461 45 56 118 149 49 25 105 27 23 24 63 59
internal_value=0 0.000241944 0.000426849 0.00033272 0.000195423 0.000432279 0.000221305 0.000250815 0.000435018 0.000297685 0.000441603 0.000438626 0.000363651 0.000442039 0.000390795 0.000362379 0.00042163 0.000410998 0.000347143 0.000391021 0.000385167 0.000222689 0.000143136 0.000319037 0.00046532 0.000210012 0.000104838 0.000234164 0.000411007 0.000514302
internal_weight=0 667 2454 226 441 2355 343 249 2307 99 2008 1929 84 1845 299 186 654 526 65 142 152 196 94 62 128 176 98 84 119 79
internal_count=3121 667 2454 226 441 2355 343 249 2307 99 2008 1929 84 1845 299 186 654 526 65 142 152 196 94 62 128 176 98 84 119 79
is_linear=0
shrinkage=0.00196078


Tree=8045
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 11 1 2 3 3 12 1 457 11 43 1 1 16 43 131 3 0 3 43 12 1 15
split_gain=5.1159 0.874003 0.61077 0.492824 0.309225 0.285832 0.228173 0.172694 0.204588 0.164809 0.163421 0.148999 0.190603 0.116003 0.0977142 0.123325 0.08652 0.0788555 0.0783275 0.0619792 0.061133 0.0606497 0.0575013 0.0502423 0.0497032 0.0487652 0.0696785 0.051781 0.044547 0.0440793
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13501500000000002 -0.022174999999999997 0.40124500000000002 1.0000000180025095e-35 0.077845000000000011 0.089885000000000007 0.30112000000000005 0.076840000000000006 -0.42850999999999995 0.088975000000000012 0.048635000000000005 0.078340000000000007 -0.20207499999999998 0.13146500000000003 0.091195000000000012 0.27776000000000006 -0.080324999999999994 0.09031500000000002 -0.012939999999999998 -0.026509999999999995 -0.11171999999999999 0.016310000000000002 0.090285000000000018 0.14627000000000004 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 6 7 -3 8 10 -5 19 12 18 -13 20 -16 -10 -18 -4 -1 25 -11 -2 -20 -7 26 -12 -27 -15 -19
right_child=1 2 11 9 -6 24 -8 -9 16 21 14 13 -14 28 15 -17 17 29 23 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00046856706359491745 0.000494420890566964 0.00042373451805789351 0.00023438965410559149 0.0004354976407181816 0.0002375386459267436 0.00036815711311205768 0.00023714951631895878 0.00029354064061965223 0.00061877176165580749 0.00029500172835062529 0.00045121715984482695 0.00018390658088114368 0.00029889561792872113 8.0599095011016462e-05 0.00041502629995118025 0.00023024864655673283 0.00038864112266809585 0.00049678286729138593 0.0001578577292919274 0.00043241756967027465 0.00039278438281342156 0.00016943386561966856 0.00037803082138884302 6.6794836394030245e-05 0.000241524780374217 0.00047246055047855452 0.00029297045541598518 0.00043297125065952031 -3.2469665589911932e-05 0.0005878866665906564
leaf_weight=1115 47 79 34 28 205 22 37 26 30 50 23 34 46 37 41 21 20 69 66 218 119 21 25 36 26 191 20 385 21 29
leaf_count=1115 47 79 34 28 205 22 37 26 30 50 23 34 46 37 41 21 20 69 66 218 119 21 25 36 26 191 20 385 21 29
internal_value=0 0.000249968 0.000225277 0.000443626 0.000283318 0.000449324 0.00036422 0.00045244 0.000454251 0.000308102 0.000449359 0.00015728 0.000189789 9.29688e-05 0.000427205 0.00035244 0.000524748 0.000500844 0.000152886 0.000462655 0.000433486 0.000257862 0.000454008 0.000125718 0.000299565 0.000441311 0.000377614 0.000446066 3.96604e-05 0.000523742
internal_weight=0 667 595 2454 321 2355 116 2307 2281 99 2133 274 182 92 800 62 148 118 136 1333 738 71 72 102 48 619 43 576 58 98
internal_count=3121 667 595 2454 321 2355 116 2307 2281 99 2133 274 182 92 800 62 148 118 136 1333 738 71 72 102 48 619 43 576 58 98
is_linear=0
shrinkage=0.00196078


Tree=8046
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 42 2 2 0 40 39 132 1 52 52 16 1 3 3 0 39 2 11 1 159
split_gain=5.49824 0.924519 0.514754 0.416005 0.334299 0.29304 0.212785 0.212178 0.278112 0.198799 0.171499 0.15559 0.101493 0.082231 0.0811752 0.0731286 0.0722489 0.101226 0.0721353 0.0680507 0.0661911 0.0611427 0.0605198 0.104476 0.0611782 0.0588482 0.0754119 0.05551 0.0536506 0.053562
threshold=0.10538500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10731 0.062655000000000016 -0.076394999999999977 0.089885000000000007 0.11928500000000002 -0.22491999999999998 -0.077474999999999988 0.096625000000000016 0.088890000000000011 0.15799000000000005 -0.56176499999999996 -0.16675999999999999 0.11346000000000002 0.091195000000000012 -0.017889999999999996 0.149315 -0.11173999999999999 0.084780000000000008 -0.0091949999999999983 0.084680000000000019 0.13075500000000004 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 14 -9 11 -4 21 27 -13 -3 22 17 -6 -15 -11 -7 -1 -10 24 -24 -12 -27 -2 -5 -20
right_child=1 4 10 28 16 20 -8 8 15 19 25 13 -14 18 -16 -17 -18 -19 29 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00048704155954473603 0.00042382195174316291 0.00021685273179899533 0.00047931692464734548 0.00028328259986843546 0.00011926441740408633 0.00024774975113874107 0.00029313739271185512 0.0003817721190284085 0.00015309201037385782 0.00046455327871109482 0.00019890238649631831 0.00034084149276852589 0.00029455758663186551 0.00052626286168842363 0.00010082586136550232 0.00014306264461529458 0.00020043603442323481 -4.4449265206269185e-05 0.00043937070127360322 0.00059534614900096149 0.00039388407636002214 0.00045127889898451254 0.00027494435015624623 0.00019233874362198402 0.00039966097649405985 0.00022722202852873028 0.00037635045683047933 0.0005256262217363172 0.00017516885717015933 0.00048377545530437139
leaf_weight=1117 99 44 21 60 53 26 26 60 23 20 24 27 20 46 49 32 23 20 662 65 22 220 62 51 20 22 32 26 25 124
leaf_count=1117 99 44 21 60 53 26 26 60 23 20 24 27 20 46 49 32 23 20 662 65 22 220 62 51 20 22 32 26 25 124
internal_value=0 0.000259776 0.000460541 0.0003604 0.000206816 0.000466364 0.000469519 0.000235591 0.000265542 0.000471529 0.000322034 0.000467928 0.000424247 0.000447337 0.00015572 0.000228448 0.000104605 7.44114e-05 0.000450793 0.000564571 0.000314728 0.000481157 0.000245963 0.000262023 0.000305363 0.000279689 0.000315594 0.000444997 0.000251484 0.000446376
internal_weight=0 667 2454 230 437 2355 2307 341 248 2281 99 2196 145 859 93 188 96 73 832 85 48 1337 156 133 82 78 54 125 85 786
internal_count=3121 667 2454 230 437 2355 2307 341 248 2281 99 2196 145 859 93 188 96 73 832 85 48 1337 156 133 82 78 54 125 85 786
is_linear=0
shrinkage=0.00196078


Tree=8047
num_leaves=31
num_cat=0
split_feature=4 3 2 39 2 457 11 12 149 41 0 1 16 3 13 12 42 1208 133 0 52 48 40 16 0 15 4 16 130 16
split_gain=0.233882 0.0701325 0.0526866 0.0378541 0.0370585 0.0320202 0.0289505 0.032285 0.0267187 0.0250841 0.0248405 0.0222903 0.0220834 0.0208201 0.0629982 0.0323019 0.0236365 0.0268432 0.0299364 0.0227942 0.020304 0.0194435 0.0179728 0.0206402 0.0254606 0.0175272 0.0156644 0.0156369 0.037955 0.0221873
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.08456000000000001 0.25063000000000007 0.29113500000000009 1.0000000180025095e-35 0.09320500000000001 0.077335000000000015 0.083035000000000012 -0.068944999999999992 0.12000500000000001 0.037555000000000005 -0.11255999999999998 0.14871000000000004 0.081420000000000006 0.11457500000000002 0.099975000000000008 0.40431 -0.070154999999999981 -0.078224999999999975 0.092680000000000026 -0.078554999999999986 -0.52595999999999987 -0.071719999999999992 -0.082809999999999981 -0.50262499999999988 -0.069144999999999984 -0.082104999999999984 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 13 9 11 26 21 22 -12 14 15 -1 27 18 19 -18 -9 -5 -2 -24 -25 -3 -8 -15 -29 -30
right_child=4 25 -4 10 -6 -7 7 20 -10 -11 12 -13 -14 16 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0035973253054544332 -0.00014655971303000116 0.0031434643209007958 -0.00020071316440684633 0.0051641788740299597 -0.0020488001988269388 0.0011478956136852503 0.01045095217297785 0.0053943853790579897 0.0050354383428822518 0.0040683629317209129 0.00041711402824479269 0.00091642787683374454 0.0036228777746492554 0.0051062035226322891 0.00547732615839401 -0.0017049981078512415 -0.001485241996124387 0.0058870882000396588 0.0044667154999874668 0.0026010821443484275 0.001763617671094835 0.0020174709411717399 0.0016024476147894922 0.0058706978501868439 0.0020863103231022252 7.2636401419891278e-05 0.0071906697919725303 0.0002317468513501808 0.003488406090526747 0.0048118710680821863
leaf_weight=20 20 34 23 72 24 25 20 67 27 20 44 155 42 933 58 27 20 37 57 43 20 27 54 40 32 41 56 20 147 916
leaf_count=20 20 34 23 72 24 25 20 67 27 20 44 155 42 933 58 27 20 37 57 43 20 27 54 40 32 41 56 20 147 916
internal_value=0 0.00448099 0.00456496 0.004606 0.00174438 0.00470869 0.00474487 0.00595497 0.00202193 0.00721941 0.00322598 0.00175162 0.00198272 0.00464765 0.00327235 0.00055131 0.00471411 0.00353227 0.0028062 0.00130384 0.00455973 0.00430599 0.00263829 0.00308033 0.00418875 0.00146475 0.00804864 0.00480615 0.00454765 0.00462885
internal_weight=0 2769 2694 2671 352 2486 2461 183 328 96 185 301 86 2278 105 47 2173 157 120 63 87 99 146 126 72 75 76 2016 1083 1063
internal_count=3121 2769 2694 2671 352 2486 2461 183 328 96 185 301 86 2278 105 47 2173 157 120 63 87 99 146 126 72 75 76 2016 1083 1063
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 2 4 1 4 16 457 14 4 0 0 4 50 15 0 4 12 43 157 43 39 160 47 51
split_gain=13.4637 2.39298 1.55969 1.24533 0.848026 0.60802 0.409073 0.363711 0.420496 0.341089 0.279649 0.259241 0.250281 0.271044 0.24605 0.218047 0.198886 0.224491 0.169741 0.161066 0.155436 0.151813 0.187742 0.136628 0.126356 0.130628 0.121234 0.118234 0.0972311 0.094379
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13913500000000004 0.14285500000000004 0.40945500000000007 0.077845000000000011 0.40124500000000002 -0.44310499999999992 0.29113500000000009 0.062655000000000016 0.27834500000000006 -0.079119999999999982 -0.11173999999999999 -0.0016099999999999997 0.086295000000000011 -0.41942499999999994 -0.16360999999999995 -0.49013999999999996 0.08401500000000002 -0.080324999999999994 -0.0048549999999999991 -0.018859999999999998 0.093755000000000019 -0.067824999999999983 0.090100000000000013 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 12 8 -4 -5 11 -7 13 15 -6 16 17 20 19 -9 -1 24 -23 -11 -17 -26 -21 -10 29 -3
right_child=1 2 7 9 14 10 -8 18 27 23 -12 -13 -14 -15 -16 21 -18 -19 -20 26 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0006522295166057902 0.00071444786358555593 0.00022674323227289738 0.00041635986183469415 0.00065974304739500628 0.00064688795803283618 0.00073346915370177792 0.00043751774246201798 0.00021205664531481701 0.00033821179324000704 0.00045889263310018374 0.00042595050803513504 0.00060555653255883008 0.00050640053539271676 0.0008348805089132338 0.00044309181175189308 0.00081731522046375564 0.00073811202341180827 0.00076790136971226599 0.00030020676869085583 -3.6141369349149733e-05 0.00041587684997448736 0.00054231944782851384 0.00068370546149224541 0.00026657868715404878 0.00055902374543103522 0.00074706778449027615 0.00015048991375859233 0.00017522168767595579 0.00046433703734210748 0.00036332048425741361
leaf_weight=23 74 22 63 28 69 85 20 35 22 49 25 215 21 78 34 57 1184 28 22 32 20 39 487 20 20 49 23 77 32 168
leaf_count=23 74 22 63 28 69 85 20 35 22 49 25 215 21 78 34 57 1184 28 22 32 20 39 487 20 20 49 23 77 32 168
internal_value=0 0.000381797 0.000340701 0.000694942 0.00043257 0.000703925 0.000716554 0.000231732 0.000291132 0.000477218 0.000625195 0.000641798 0.000719336 0.000721589 0.000579615 0.000716955 0.000732067 0.000631268 0.000145815 0.000108075 0.000542298 0.000687866 0.000673222 0.000403149 0.000748998 0.000692562 4.19044e-05 0.000211442 0.000364347 0.000347506
internal_weight=0 673 599 2448 325 2351 2026 274 162 97 325 300 2006 1985 103 1907 1255 71 112 90 43 652 526 69 126 69 55 99 222 190
internal_count=3121 673 599 2448 325 2351 2026 274 162 97 325 300 2006 1985 103 1907 1255 71 112 90 43 652 526 69 126 69 55 99 222 190
is_linear=0
shrinkage=0.00196078


Tree=8049
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 123 1 2 2 4 0 150 3 150 4 0 3 3 0 16 132 457 2 9 157 1 4
split_gain=12.0357 1.93579 1.28085 1.01325 0.590289 0.508627 0.403205 0.340067 0.298372 0.294061 0.266059 0.248639 0.191746 0.21717 0.189235 0.178392 0.163885 0.162821 0.223514 0.143197 0.142799 0.128666 0.142701 0.12345 0.118148 0.157343 0.142192 0.106304 0.103252 0.0990347
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.085505000000000012 0.40473500000000007 0.062655000000000016 0.089295000000000013 0.092845000000000025 0.14122000000000004 0.25063000000000007 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.149315 1.0000000180025095e-35 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.010424999999999999 -0.14832499999999996 -0.052894999999999991 0.08696000000000001 0.079590000000000008 0.10912000000000001 -1.0000000180025095e-35 -0.0048549999999999991 0.097525000000000014 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 4 7 11 29 12 15 -5 16 20 13 -1 21 -7 28 -15 -19 -20 -3 -14 -23 24 25 26 -2 -21 -6 -4
right_child=1 5 6 9 10 8 -8 -9 -10 -11 -12 -13 14 17 -16 -17 -18 18 19 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056716003510005333 0.00035997688645074345 0.00029905930642164886 0.00069214472398935307 0.00059938285179992918 0.00061284849699045339 0.00054452575552838933 0.00039503081249730554 0.000807246113125282 0.00017313307648816821 0.00037712469946568698 0.00045116107228525173 3.8154586272006969e-05 0.00078514628494932316 0.00085112129839078445 0.00045553440428978086 0.00031957357315202093 0.00046955979893832168 0.00069576079494021253 0.00050091412836680556 0.00075067206615670194 0.00018174005202761218 0.00065321864068232599 0.0005113177147566103 0.00022723013238397006 0.00029298183723699815 0.00035626596256214027 0.0005651876051086318 0.00063241140856892212 0.00069942642368522347 0.00058024211735223916
leaf_weight=60 21 60 68 37 307 33 32 79 20 60 41 34 21 23 24 23 27 1277 28 34 119 123 35 24 50 100 34 208 64 55
leaf_count=60 21 60 68 37 307 33 32 79 20 60 41 34 21 23 24 23 27 1277 28 34 119 123 35 24 50 100 34 208 64 55
internal_value=0 0.000362222 0.000453451 0.000658295 0.000666398 0.000241004 0.000591098 0.000681285 0.000378713 0.000461904 0.000601557 0.000191868 0.000675856 0.000682934 0.000619029 0.000452135 0.00061705 0.000687358 0.000684923 0.000633667 0.000221065 0.00064095 0.000621785 0.000360284 0.000375861 0.000402597 0.000486834 0.000649027 0.000627784 0.000642107
internal_weight=0 673 384 2448 2351 289 155 1912 76 97 439 213 1833 1630 203 56 398 1570 1547 270 179 179 158 229 205 155 55 242 371 123
internal_count=3121 673 384 2448 2351 289 155 1912 76 97 439 213 1833 1630 203 56 398 1570 1547 270 179 179 158 229 205 155 55 242 371 123
is_linear=0
shrinkage=0.00196078


Tree=8050
num_leaves=31
num_cat=0
split_feature=1 4 155 1 157 2 147 14 16 151 14 2 376 484 4 1 1 42 42 3 4 158 13 42 13 43 13 4 52 16
split_gain=0.291116 0.0691485 0.0446737 0.0349954 0.0319807 0.0298427 0.028029 0.0228265 0.0279289 0.0273028 0.0267072 0.0219276 0.0218326 0.0232818 0.0213911 0.020368 0.0205547 0.0199087 0.0374918 0.0216501 0.0234537 0.0214724 0.0213433 0.0307622 0.022386 0.0385572 0.0213386 0.0198091 0.0197723 0.0232522
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 0.15471500000000002 -0.09416999999999999 0.092235000000000025 0.094075000000000006 -0.47071999999999997 -0.42170999999999997 0.050660000000000004 -1.0000000180025095e-35 -0.13033999999999998 0.086100000000000024 -1.0000000180025095e-35 0.018150000000000003 0.12000500000000001 0.13842500000000005 0.075730000000000006 0.086375000000000021 -0.10023499999999998 -0.077679999999999985 0.07968500000000002 0.10935500000000002 -0.088934999999999986 -0.036034999999999991 0.093175000000000022 -0.013634999999999998 0.0037800000000000004 -0.15275999999999998 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 -2 11 12 -3 9 15 -10 -1 13 27 28 -9 -17 21 -19 -20 -21 22 24 -24 25 -7 -26 -6 -15 -30
right_child=1 3 -4 -5 6 17 -8 8 10 -11 -12 -13 -14 14 -16 16 -18 18 19 20 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0024758190847933292 -0.00052288462611613793 0.004757516282129913 0.0062954775653168808 -0.0011551101046747396 0.0084625793155282732 -0.0010793510312214493 -2.5740689598023891e-05 0.0032114082255774476 0.0020033643624952271 0.005666546106338502 -0.001623355934744059 0.0055214262813848142 0.0011817572372300284 0.0053173735330346973 0.0050287488630872124 -0.00049654999659884034 0.0031092815976589919 0.0082726200992191169 0.0077611148692667484 0.0017644697204232216 0.0049524614852077022 0.0061300162313822314 0.0042754269652068612 -0.00098632004694081859 0.0076926880621440005 0.0045177680323831735 0.004371743357129399 0.0045174225379845927 0.0032370338235359012 6.405772883226746e-05
leaf_weight=24 20 31 61 35 20 20 20 76 45 25 37 1575 28 28 74 43 25 37 25 25 300 53 25 20 21 32 246 35 83 32
leaf_count=24 20 31 61 35 20 20 20 76 45 25 37 1575 28 28 74 43 25 37 25 25 300 53 25 20 21 32 246 35 83 32
internal_value=0 0.00293105 0.00380359 0.00182729 0.00335652 0.00522583 0.00359898 0.00219745 0.00188127 0.00261604 0.000366917 0.00547571 0.00384063 0.00411433 0.00364856 0.00208644 0.000829123 0.00472885 0.00524539 0.00492537 0.00470723 0.00424947 0.00397565 0.00193687 0.00426325 0.00236503 0.00463294 0.00595203 0.00293434 0.00235412
internal_weight=0 718 401 317 340 2403 320 282 251 169 82 1599 300 272 217 144 68 804 387 350 325 417 364 45 319 52 267 55 143 115
internal_count=3121 718 401 317 340 2403 320 282 251 169 82 1599 300 272 217 144 68 804 387 350 325 417 364 45 319 52 267 55 143 115
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 4 4 15 52 1 1 457 15 13 1 11 1455 1456 484 1429 16 42 158 52 51 1429 13 159 132 12
split_gain=0.235804 0.0568612 0.036871 0.0274907 0.0266766 0.0256101 0.0253958 0.0242733 0.0241733 0.0347833 0.0477915 0.0308969 0.0227008 0.0215526 0.0214999 0.0202051 0.0185649 0.0271214 0.0235142 0.069905 0.0369844 0.0551468 0.0300907 0.0330181 0.030765 0.0256593 0.0277186 0.0233445 0.0189831 0.0266758
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 0.40124500000000002 0.090050000000000005 -0.03898999999999999 -0.17966999999999997 -0.015039999999999998 -0.56741999999999992 0.08864000000000001 0.091615000000000016 0.045365000000000009 -0.13578499999999996 -0.011289999999999998 0.12000500000000001 0.080455000000000013 -0.22060499999999997 -0.14739999999999998 0.062030000000000009 0.084770000000000012 -0.0083599999999999976 0.083995000000000014 0.085410000000000014 -0.0015799999999999998 0.11144500000000002 0.079510000000000011 -0.086804999999999979 0.10323000000000002 0.0041800000000000006 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 15 -2 13 -7 -6 12 -11 -12 -10 -3 -8 16 -1 -18 22 20 21 -20 24 -24 25 27 -27 28 -19 -30
right_child=1 2 -4 -5 8 7 14 -9 9 10 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0078372206369584259 0.005405161019465695 0.0021333093708381058 -0.0019363835170541123 0.0011845264570597052 0.0073337109723629864 0.0036224806918162913 0.002705189433738171 0.00015480974967510482 0.006673929762010547 -0.0018573954433668404 0.0048046221376442516 0.00074157684489532761 0.0043390189725484854 0.0066690511154857551 0.0012216796781187248 0.0076220398592152482 0.002200544519453413 0.0048931017861417094 0.0058630915545225624 -0.00041958845471115987 0.0067423775479004818 0.00026188161582467727 0.0056438489885656295 0.0096324034629325424 0.0016478282295995289 0.010134121725568549 0.0054909624301621484 0.0015673010237514974 0.0051051335519688391 0.0090648073789284193
leaf_weight=22 73 20 23 22 26 165 185 23 44 20 61 27 776 22 207 29 36 902 39 31 58 32 73 29 27 20 36 20 46 27
leaf_count=22 73 20 23 22 26 165 185 23 44 20 61 27 776 22 207 29 36 902 39 31 58 32 73 29 27 20 36 20 46 27
internal_value=0 0.00263794 0.00196542 0.00470324 0.00473576 0.0038155 0.0021722 0.00319824 0.00432638 0.00424212 0.00255515 0.00355801 0.00446431 0.00450917 0.00192181 0.00500944 0.00495524 0.00490916 0.00498193 0.00384432 0.00486898 0.0033386 0.00513619 0.00677785 0.00498085 0.00506648 0.00714923 0.00494926 0.00501863 0.00656967
internal_weight=0 718 457 2403 2381 261 434 188 954 928 108 88 820 42 392 1427 1398 1376 1340 160 129 71 1180 102 1078 1051 56 995 975 73
internal_count=3121 718 457 2403 2381 261 434 188 954 928 108 88 820 42 392 1427 1398 1376 1340 160 129 71 1180 102 1078 1051 56 995 975 73
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=31
num_cat=0
split_feature=4 3 9 44 2 4 0 3 2 123 159 456 1 1 15 402 456 156 2 159 159 0 1447 52 1212 16 2 12 13 15
split_gain=0.193866 0.0604755 0.0496119 0.0334537 0.0339579 0.0306934 0.0612313 0.0320401 0.0301617 0.0279653 0.0235431 0.0347657 0.0272727 0.067721 0.0400286 0.0262839 0.0259969 0.0252984 0.0238822 0.0238667 0.0358896 0.022361 0.0406544 0.0220983 0.0215172 0.0300437 0.0270961 0.0436067 0.0579808 0.0457816
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.081805000000000017 0.13622000000000004 -0.082249999999999976 -0.019414999999999998 0.10893000000000001 0.25063000000000007 0.083965000000000012 -0.016814999999999997 0.087225000000000011 0.091785000000000019 0.092695000000000013 -0.085319999999999993 0.15960500000000002 0.089235000000000023 0.087120000000000017 0.08734500000000002 0.082585000000000006 0.030370000000000005 -0.087414999999999979 -0.085804999999999979 0.070205000000000017 0.089995000000000019 -0.079734999999999986 0.085045000000000023 0.083715000000000026 -0.07743499999999999 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 21 7 10 -2 -1 17 12 15 -14 -15 19 18 -7 -13 20 -12 -4 -23 -6 26 -26 27 -24 -29 -30
right_child=8 -3 3 -5 23 6 -8 -9 -10 -11 11 16 13 14 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0016351744322243825 0.0018451770227972991 0.0012854134612716736 0.0061256610709030865 0.007168386632110924 0.003267895803063376 0.0046672593405034405 -0.0014694838412106037 0.00021024244959421811 -0.0018272796490540106 0.0031678505448831454 0.0038731932566527811 0.010138290822505952 -0.0025014385780585662 0.0018319058224517334 0.0043625161325840829 0.0074069538639615412 0.0044112059867925822 0.0081765858498825273 0.0054133969450207509 0.005039554735348146 -0.00041174228768795732 0.00044953448131032614 0.001956744030441927 -0.00030777540151029825 0.004480515813867731 -0.00019387789536267521 0.0044217578006795618 0.011248302439470656 0.009897284076379782 0.0048540479345411782
leaf_weight=22 328 75 110 38 56 310 20 21 24 27 863 20 21 101 164 23 62 22 23 180 20 23 23 25 44 20 312 23 22 99
leaf_count=22 328 75 110 38 56 310 20 21 24 27 863 20 21 101 164 23 62 22 23 180 20 23 23 25 44 20 312 23 22 99
internal_value=0 0.0040863 0.00416428 0.00422269 0.00417975 0.00424438 0.00403367 0.00409381 0.00159478 0.00101139 0.00413889 0.00396786 0.00383364 0.00296484 0.00339802 0.00406244 0.00572161 0.00489981 0.00761102 0.00399008 0.00377614 0.00482104 0.00456749 0.00216429 0.00474192 0.00301977 0.00497202 0.00600004 0.00664585 0.005771
internal_weight=0 2769 2694 2645 2607 2526 1850 1830 352 49 1809 1477 1372 286 265 1086 105 332 43 1063 883 676 566 81 543 64 479 167 144 121
internal_count=3121 2769 2694 2645 2607 2526 1850 1830 352 49 1809 1477 1372 286 265 1086 105 332 43 1063 883 676 566 81 543 64 479 167 144 121
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=31
num_cat=0
split_feature=1 2 97 14 123 40 48 13 14 4 4 1 3 3 2 12 49 48 47 0 149 400 156 0 0 131 52 11 41 12
split_gain=0.160639 0.0490696 0.0290148 0.0290335 0.0274295 0.0272958 0.02721 0.0223028 0.02174 0.0216719 0.0648737 0.0274076 0.0468989 0.0237711 0.0223307 0.0352766 0.0221655 0.021289 0.0206529 0.0264436 0.0219538 0.0196388 0.0171383 0.0473398 0.021056 0.02582 0.0173439 0.0166465 0.0231981 0.0166099
threshold=0.12000500000000001 0.10045500000000002 -0.083924999999999986 -1.0000000180025095e-35 0.084995000000000015 0.0046150000000000002 0.13438000000000003 -0.23438999999999996 0.076975000000000002 -0.35136499999999998 -0.14098499999999997 0.07863500000000001 0.092670000000000016 0.090900000000000009 0.097070000000000004 0.097325000000000009 -0.054319999999999993 0.087310000000000013 0.085505000000000012 -0.040504999999999992 0.081720000000000015 -0.070649999999999991 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.096070000000000016 0.056145000000000007 0.075910000000000019 0.079885000000000025 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3 9 11 -11 29 -13 14 -12 -16 -15 -6 20 -20 22 -9 23 24 -2 26 -26 -10 -29 -5
right_child=18 4 3 8 17 -7 -8 21 27 10 13 12 -14 16 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00097230111590981708 -0.0012558832325573479 0.0011085793102392928 0.0073482429245486855 0.0055235052993521097 -0.00053789300635751142 -0.00049311369642964561 -0.00027543096137898311 0.00047891265130601824 0.0034975822971857807 -0.00075641467588983722 0.0039826072745824401 0.01039237568197264 0.0041724333341267928 0.0038583667250350119 0.00032079243433794807 0.0048554949582843435 -0.00079327704651015153 0.0032194959148764608 0.003411915084497872 -0.00058588347719272689 0.0040110018465202308 0.0036714097035742163 0.0031916157935153351 -0.0034048788286357499 0.00022912708318258143 0.0046295242574573917 0.0034384012626971871 0.0082572023893590085 0.0040389118758453564 0.0014967891079972365
leaf_weight=33 35 40 25 20 38 20 21 20 27 31 1724 22 27 20 42 29 21 25 78 21 20 527 22 30 85 22 21 32 22 21
leaf_count=33 35 40 25 20 38 20 21 20 27 31 1724 22 27 20 42 29 21 25 78 21 20 527 22 30 85 22 21 32 22 21
internal_value=0 0.00367313 0.00391406 0.00396111 0.00294234 0.00314189 0.00326146 0.003388 0.00391956 0.00385312 0.00378005 0.00536878 0.00696506 0.00385665 0.00391103 0.00217299 0.00147582 0.000953134 0.00135237 0.0025639 0.000841979 0.00355468 0.000547186 0.000245749 0.000917643 0.00151197 0.000864927 0.00552495 0.00653864 0.00346104
internal_weight=0 2787 2096 2063 691 628 608 587 2038 1957 1867 90 49 1836 1795 71 41 63 334 99 235 547 215 193 163 128 106 81 54 41
internal_count=3121 2787 2096 2063 691 628 608 587 2038 1957 1867 90 49 1836 1795 71 41 63 334 99 235 547 215 193 163 128 106 81 54 41
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=31
num_cat=0
split_feature=4 2 3 1 9 44 147 4 14 0 157 4 16 49 49 0 4 12 0 43 48 4 42 13 0 0 4 49 43 16
split_gain=0.133681 0.0430529 0.0332205 0.0250072 0.0226991 0.0238149 0.0212987 0.0343326 0.021951 0.027075 0.0628039 0.0434237 0.0354678 0.0274657 0.0306647 0.0447105 0.0226476 0.0292456 0.0245316 0.0218163 0.0216631 0.0332429 0.0236673 0.0632596 0.0194177 0.0285191 0.024865 0.0296508 0.0212865 0.0239527
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.15471500000000002 -1.0000000180025095e-35 0.081805000000000017 0.089365000000000014 -0.0060199999999999993 0.062655000000000016 -0.10836499999999999 -0.080544999999999992 -0.0016099999999999997 -0.040964999999999994 -0.047584999999999995 0.10211000000000002 -0.13027499999999997 0.022185000000000003 -0.086254999999999984 -0.071339999999999987 -0.072534999999999988 0.093265000000000015 -0.51843499999999987 0.082250000000000004 -0.078704999999999983 -0.089964999999999976 -0.089019999999999974 -0.0035949999999999997 0.085970000000000005 -0.084999999999999978 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 8 -8 9 10 -6 12 -12 -13 15 -15 17 18 -11 -18 21 -19 -22 -24 28 -26 -27 -28 -23 -30
right_child=3 -3 -4 -5 5 -7 7 -9 -10 16 11 13 -14 14 -16 -17 19 20 -20 -21 22 24 23 -25 25 26 27 -29 29 -31
leaf_value=0.0012583073776113451 0.0015267611408902903 -0.00027474686274107436 0.0011252414415894936 -0.0012899353162252479 -0.0025853974147416331 0.0059379492365559082 0.0034769061614849401 -0.0018373473871906754 0.0049648027872398843 0.0034294259146554398 -0.0025681281573183483 0.0022438680039566206 0.0023591962163057663 0.0097439214921272981 0.0020522214735440988 0.0041293634391213595 0.0035271380204420066 0.006668928368554379 -0.0015235121978912503 0.0017451910292703673 0.0038721372974591692 0.0068814276277811993 0.0030182039065818705 -0.0035336029902100566 0.00018237549132512262 0.0035476626379844847 0.0039854159457204134 0.0076299058104103258 0.0048999898869632966 0.0018461173136636395
leaf_weight=48 317 33 65 35 23 38 31 20 93 20 21 58 48 23 24 37 141 39 20 134 67 36 56 20 24 1409 69 33 105 34
leaf_count=48 317 33 65 35 23 38 31 20 93 20 21 58 48 23 24 37 141 39 20 134 67 36 56 20 24 1409 69 33 105 34
internal_value=0 0.00331564 0.00335894 0.00124669 0.0034133 0.00345274 0.0034162 0.00139289 0.00345693 0.00339948 0.00237667 0.00291756 0.000859576 0.00391757 0.00507321 0.00628161 0.00350792 0.00362878 0.000952957 0.00265884 0.00368535 0.0037821 0.00250196 0.00129404 0.00371626 0.00360248 0.00365681 0.00516452 0.00471428 0.004153
internal_weight=0 2769 2736 352 2671 2623 2585 51 2534 2441 234 211 69 142 84 60 2207 1932 40 275 1892 1749 143 76 1710 1535 1511 102 175 139
internal_count=3121 2769 2736 352 2671 2623 2585 51 2534 2441 234 211 69 142 84 60 2207 1932 40 275 1892 1749 143 76 1710 1535 1511 102 175 139
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 4 1 2 150 3 2 1 1 12 4 0 47 3 50 4 4 15 1 51
split_gain=15.0765 2.34143 1.50069 1.32021 0.890986 0.789525 0.457253 0.448365 0.403944 0.379281 0.356233 0.331233 0.241062 0.320654 0.193796 0.159349 0.146895 0.142202 0.132236 0.124048 0.132907 0.115538 0.111184 0.109306 0.108375 0.106877 0.0885289 0.0779737 0.071674 0.0798417
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.36766000000000004 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.14122000000000004 0.40473500000000007 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.13309499999999996 -0.0091949999999999983 0.14754500000000001 0.076935000000000017 0.090545000000000014 -0.51253999999999988 -0.030209999999999997 0.090100000000000013 0.086245000000000016 0.086295000000000011 -0.031404999999999995 -0.036839999999999991 -0.41396999999999995 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 22 7 9 12 -5 -4 14 -6 19 16 18 -8 -14 -17 21 20 -1 -7 28 -22 -11 -25 -2 -19 29 -3
right_child=1 2 6 8 11 10 15 -9 -10 24 -12 -13 13 -15 -16 17 -18 27 -20 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085343965072703074 0.00070147996673396986 0.00019241430696246084 0.00037973249408652048 0.00060488092793622235 0.00060028067546403065 0.00061535444382948481 0.00027965802735849921 0.00083171150294373772 0.00033968520451335937 4.7487405328062585e-05 0.00042010340683735884 0.00036000424822536754 0.00049592527669663114 0.00040612090704525926 0.00045919754913721986 0.00013602402934795427 0.0006590698983376846 7.1178029589598474e-05 0.00068788619176861777 0.00065754720493098643 0.00070004225162112162 0.00048544666829989356 0.00041190194954419983 0.00070349140689263936 0.00024484346894656909 0.00051195027632524681 0.00055660354764827712 -8.6878850295975357e-05 0.00021655553398926508 0.00032570089446632366
leaf_weight=21 50 20 61 34 71 285 20 76 63 23 41 32 23 23 30 100 274 30 92 372 1040 29 32 21 20 24 24 20 43 127
leaf_count=21 50 20 61 34 71 285 20 76 63 23 41 32 23 23 30 100 274 30 92 372 1040 29 32 21 20 24 24 20 43 127
internal_value=0 0.000325444 0.000284793 0.000656815 0.000374908 0.000666064 0.000177905 0.000684192 0.00043264 0.000280315 0.000594842 0.000525632 0.000677957 0.000629163 0.000611274 0.000115255 0.000646436 9.33344e-05 0.000622511 0.000688521 0.000698939 0.000603357 0.000304978 0.000695948 0.000139281 0.000601336 0.000654493 7.95528e-06 0.000286969 0.000307567
internal_weight=0 673 599 2448 325 2351 274 1874 97 104 477 103 1798 320 436 170 297 150 406 1478 1106 314 222 1085 43 45 74 50 190 147
internal_count=3121 673 599 2448 325 2351 274 1874 97 104 477 103 1798 320 436 170 297 150 406 1478 1106 314 222 1085 43 45 74 50 190 147
is_linear=0
shrinkage=0.00196078


Tree=8056
num_leaves=31
num_cat=0
split_feature=1 2 12 150 30 33 147 4 3 16 14 12 132 13 12 43 12 474 149 16 49 4 15 2 0 124 1429 50 402 16
split_gain=0.149247 0.0447437 0.0262939 0.0271763 0.0253147 0.0285369 0.0214329 0.0198868 0.0235597 0.0256019 0.0282753 0.0253885 0.019394 0.0252069 0.0208413 0.0217582 0.0193268 0.0232088 0.0185402 0.0173469 0.0171699 0.0176551 0.0212464 0.0204605 0.0166141 0.0355129 0.0226529 0.0230437 0.0408244 0.0258575
threshold=0.12000500000000001 0.10005000000000001 0.087505000000000013 1.0000000180025095e-35 0.086065000000000016 0.083840000000000012 0.089365000000000014 0.40124500000000002 -0.13309499999999996 -0.11118499999999999 -0.46596499999999991 -0.081419999999999979 0.084605000000000014 -0.08971999999999998 -0.086254999999999984 -0.013024999999999998 0.097145000000000023 0.037915000000000011 1.0000000180025095e-35 -0.011989999999999999 0.12073000000000002 0.09173000000000002 -0.076244999999999993 0.10882500000000002 -0.076579999999999995 -0.082899999999999988 0.086825000000000013 0.089465000000000017 0.033490000000000006 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 5 6 18 -2 -9 11 -11 -10 13 -3 -15 -16 17 -4 24 -5 21 22 -18 -24 -1 -26 27 28 29 -27
right_child=7 2 16 19 -6 -7 -8 8 9 10 -12 -13 -14 14 15 -17 20 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0038619752110622182 0.0020932758097842452 0.00070630692832826362 0.0036782079766487226 0.0014630292320853679 0.00078424427353231043 0.0071875897837647548 0.0013342555854595393 0.0036940598062106542 0.0022248977078561439 0.00059833022591192274 -0.0047191233281046151 -0.00067701385266621386 -0.0002229677059222013 0.0015444209316204226 0.0070241919802198106 0.0035927486663840298 0.006214290038825801 0.0070530424476601189 0.0060445555951446298 -0.0016812207468319684 0.0008134082835902902 0.0012007131336232355 0.0011286546990863587 0.0038783787570750104 -0.00087765311334459569 0.0049178176716066389 0.0066244118940085167 0.0045606578976392399 -0.001010422393921073 0.0024404703195141809
leaf_weight=1595 152 37 135 74 29 24 37 21 64 20 20 57 20 37 23 94 26 24 35 23 38 38 38 94 21 58 20 86 27 154
leaf_count=1595 152 37 135 74 29 24 37 21 64 20 20 57 20 37 23 94 26 24 35 23 38 38 38 94 21 58 20 86 27 154
internal_value=0 0.00348589 0.0027947 0.00210288 0.00371816 0.00375952 0.00371905 0.00124893 0.000543753 0.000132843 -0.0020604 0.000857882 0.00273977 0.00305001 0.00361311 0.00426731 0.00333688 0.00418762 0.00376326 0.000717485 0.00275882 0.003136 0.00360144 0.00308679 0.00372254 0.00311491 0.00335794 0.00315693 0.00265182 0.00311824
internal_weight=0 2787 701 308 2086 2057 2033 334 182 161 40 121 211 191 154 117 393 159 1996 97 234 196 158 132 1961 366 345 325 239 212
internal_count=3121 2787 701 308 2086 2057 2033 334 182 161 40 121 211 191 154 117 393 159 1996 97 234 196 158 132 1961 366 345 325 239 212
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=31
num_cat=0
split_feature=1 52 123 2 12 2 4 4 2 1 14 2 50 11 1 4 2 4 1 43 1 1 16 14 51 2 3 43 12 4
split_gain=11.0695 1.74239 1.01787 0.985453 0.663913 0.560774 0.555752 0.379864 0.328934 0.286122 0.246674 0.238861 0.198884 0.156269 0.135648 0.286599 0.13266 0.158633 0.122194 0.114891 0.111778 0.0993071 0.098363 0.098342 0.0912736 0.0868516 0.0730655 0.0795797 0.0688997 0.0661141
threshold=0.10538500000000002 -0.40967499999999996 1.0000000180025095e-35 0.14285500000000004 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.062655000000000016 -1.0000000180025095e-35 0.086295000000000011 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.10045500000000002 -0.15289999999999995 0.091195000000000012 -0.14792499999999997 0.11588000000000001 0.12656000000000003 0.27776000000000006 -0.46166999999999997 -0.065634999999999985 0.31765000000000004 -0.11171999999999999 0.016310000000000002 0.090285000000000018 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 11 6 8 20 10 -4 18 21 25 14 22 -16 -13 -18 -1 -15 -6 -3 26 -19 -25 -5 27 -10 29 -28
right_child=1 3 9 12 7 -7 -8 -9 13 -11 -12 16 -14 19 15 -17 17 23 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00069129660020161713 0.00066431323534793963 0.00032459240000439334 0.00059583459151133888 0.00017462381787731825 0.0006495509849174829 0.00043502728998596904 0.00038669844642930817 0.00035119740322600649 0.00064985732669415675 0.00037795004424869374 0.00081252913839122154 0.00049663917365207211 0.0003340107899432435 0.00059434703362533467 0.00069058540926760989 0.00042270302778967109 0.00051442502614329846 0.00043404892768735199 0.00064073936153807528 0.00076148802889328376 0.00050755483698617385 0.00019759669358558081 0.00058848371507447619 0.00019741544888242889 0.00033076408571810779 3.5697854808390589e-05 0.00071478338460006607 0.00048074075185200747 0.00063993757422761471 0.00064008110021454058
leaf_weight=1117 69 40 37 81 39 41 27 46 23 62 59 26 27 21 28 34 20 30 220 64 47 58 123 23 139 22 116 20 387 75
leaf_count=1117 69 40 37 81 39 41 27 46 23 62 59 26 27 21 28 34 20 30 220 64 47 58 123 23 139 22 116 20 387 75
internal_value=0 0.000369283 0.000654149 0.000335242 0.000377193 0.000662337 0.000666365 0.00049502 0.000669666 0.000459382 0.000688453 0.000330904 0.000184217 0.000640232 0.000631799 0.000543682 0.000364451 0.000348239 0.000682978 0.000720194 0.000571948 0.000249432 0.000639142 0.000330928 0.000311832 0.00014495 0.000649176 0.000571198 0.000654977 0.00068545
internal_weight=0 667 2454 598 468 2355 2314 132 2287 99 1396 336 130 891 806 62 238 212 1337 85 86 98 744 192 162 103 621 43 578 191
internal_count=3121 667 2454 598 468 2355 2314 132 2287 99 1396 336 130 891 806 62 238 212 1337 85 86 98 744 192 162 103 621 43 578 191
is_linear=0
shrinkage=0.00196078


Tree=8058
num_leaves=31
num_cat=0
split_feature=4 2 2 3 9 14 4 0 13 42 484 43 96 52 48 393 48 1375 12 0 12 15 1210 13 0 42 159 481 4 12
split_gain=0.159065 0.049785 0.0281296 0.0279508 0.0252504 0.0237711 0.023777 0.0506441 0.0233919 0.0309658 0.0253586 0.0273949 0.0227896 0.0219525 0.0238144 0.0210929 0.0205262 0.026597 0.021347 0.0570687 0.0533103 0.0365382 0.0328968 0.0204637 0.0203484 0.0202946 0.0586124 0.0334548 0.0239525 0.0231832
threshold=0.27287000000000006 0.14285500000000004 0.25063000000000007 0.31299000000000005 -1.0000000180025095e-35 -0.24175999999999997 -0.082249999999999976 -0.019414999999999998 -0.066634999999999986 -1.0000000180025095e-35 -0.070054999999999992 -0.06984499999999999 0.086715000000000014 -0.075329999999999994 0.12118000000000002 0.10159000000000001 0.10891500000000001 -0.012484999999999998 0.086700000000000013 -0.071719999999999992 0.096990000000000007 -1.0000000180025095e-35 -0.00064999999999999986 -0.069964999999999986 -0.086934999999999985 0.085935000000000025 -0.021064999999999997 -0.050084999999999991 -0.083439999999999986 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 -6 24 8 23 15 -11 -12 13 -2 -15 -10 17 -13 21 20 -20 -19 -21 -8 -7 27 -27 -26 -29 -28
right_child=2 -3 -4 -5 5 6 7 -9 9 10 11 16 -14 14 -16 -17 -18 18 19 22 -22 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=0.0014947815619355729 -0.0012417178911467396 0.0013262260898822145 -0.001908589336865892 0.00092287573431219382 0.0072436967678368089 0.0054275861961444417 0.003850259092906524 -0.0011712459995496002 0.0035934527654847906 -0.00095250624173786507 0.00098428925644839199 -0.00052812151145190003 -0.0012639052141457797 0.0024025688065421494 -0.00077385028931670468 0.0063780303265706731 0.0062205080585997739 0.0029220696598132876 -0.0032803194776463971 0.0065420226179853536 0.0035869269969407468 0.0074853434140095491 0.0023228670725421534 0.0056945687815641577 0.0081881153840749048 -0.0014653119780123234 0.0064726053133468938 0.0039034620010434794 0.0067007065443745392 0.0026187646967308544
leaf_weight=48 21 89 24 35 20 127 1003 22 439 20 70 20 25 256 26 29 21 47 26 33 20 28 42 64 21 25 27 423 33 37
leaf_count=48 21 89 24 35 20 127 1003 22 439 20 70 20 25 256 26 29 21 47 26 33 20 28 42 64 21 25 27 423 33 37
internal_value=0 0.00365303 0.00139619 0.0037303 0.00376745 0.00380946 0.00378281 0.00359858 0.00365494 0.00324432 0.00249768 0.00272245 0.001638 0.00187743 0.00210971 0.003766 0.00323583 0.00294566 0.00330012 0.00247849 -0.00029456 0.00462569 0.0041793 0.00396088 0.00428364 0.00402696 0.00264069 0.00428561 0.00410589 0.0042446
internal_weight=0 2769 352 2680 2645 2597 2577 1884 1862 795 327 307 328 303 282 468 237 216 196 121 46 75 75 1067 693 566 89 477 456 64
internal_count=3121 2769 352 2680 2645 2597 2577 1884 1862 795 327 307 328 303 282 468 237 216 196 121 46 75 75 1067 693 566 89 477 456 64
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 4 2 1 2 1 2 150 1 2 16 12 4 50 2 1 52 14 12 15 15 0 4 4
split_gain=8.35683 1.26815 0.802144 0.790551 0.412838 0.376976 0.317145 0.281129 0.265635 0.226965 0.211829 0.148213 0.161259 0.138961 0.129041 0.096197 0.0945315 0.0875038 0.0976589 0.0815144 0.080266 0.0767368 0.0761462 0.0724382 0.0612435 0.0690232 0.0583493 0.137926 0.127338 0.0572275
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.36766000000000004 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.09253500000000002 0.14122000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.15471500000000002 0.10912000000000001 0.0039400000000000008 0.090545000000000014 -0.51843499999999987 0.086295000000000011 -0.0091949999999999983 0.076935000000000017 -0.012164999999999999 -0.45687499999999998 -1.0000000180025095e-35 -0.026084999999999994 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 8 11 -4 24 -5 13 17 20 21 23 16 22 18 -1 -10 -13 -6 -2 -7 -3 -26 -20 28 -28 -29
right_child=1 5 7 9 10 14 -8 -9 19 -11 -12 12 -14 -15 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00072846076359935833 0.00024135133313635986 0.00029296705419925315 0.00054112609975091874 0.00051928574950869315 0.00052321555128193844 0.00029299982373748778 0.00070247592524222923 0.00033446409369764082 9.7702512595380158e-05 0.00032157472159213433 0.00038014504012292302 0.00044061251537269342 0.0004032524741460333 0.00039735310363058727 5.0483138224824799e-05 0.00028138894019957676 0.00047250588290323486 0.00055858621844728968 0.00067697718004022919 0.00026886257050814585 0.00056120898333062623 0.00059083133721193914 0.00037929777567293128 0.00016514515287488165 0.00048314541110805437 0.00033744106361386825 0.00042922515678172675 0.00059761800582285225 0.00060079172807742489 0.00053786869740209901
leaf_weight=20 25 26 121 34 290 20 79 32 23 65 41 23 31 29 35 137 23 391 29 20 274 83 40 115 25 25 39 931 29 66
leaf_count=20 25 26 121 34 290 20 79 32 23 65 41 23 31 29 35 137 23 391 29 20 274 83 40 115 25 25 39 931 29 66
internal_value=0 0.00031361 0.000388367 0.000561122 0.000568338 0.00021583 0.000580834 0.000497903 0.000300472 0.000389475 0.000514403 0.000575592 0.000537824 0.000528096 0.00015658 0.000313883 0.00036447 0.000583823 0.00059268 0.000177312 0.00055187 0.000538261 0.000326241 0.000184087 0.000370155 0.000410293 0.000590198 0.000587835 0.000502393 0.000593663
internal_weight=0 667 378 2454 2355 289 1912 153 119 99 443 1833 328 402 170 225 88 1505 1114 43 297 373 65 135 76 50 1094 1065 68 997
internal_count=3121 667 378 2454 2355 289 1912 153 119 99 443 1833 328 402 170 225 88 1505 1114 43 297 373 65 135 76 50 1094 1065 68 997
is_linear=0
shrinkage=0.00196078


Tree=8060
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 2 4 0 15 4 1 457 12 16 1 16 3 0 475 160 151 132 4 47 43
split_gain=11.8084 1.91441 1.17573 1.08105 0.574907 0.522013 0.366649 0.365132 0.312307 0.271938 0.252698 0.239322 0.191575 0.316663 0.196681 0.139961 0.130844 0.125437 0.124102 0.12078 0.108304 0.0951663 0.0910357 0.0864192 0.0859951 0.0819869 0.0808587 0.0803127 0.0784243 0.0761546
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14960000000000004 0.14960000000000004 0.27834500000000006 -0.10607499999999999 -0.10653 0.0061450000000000003 0.085605000000000014 0.080930000000000016 0.08815000000000002 -0.040964999999999994 0.089770000000000016 0.10246000000000001 -0.010424999999999999 -0.060129999999999996 -0.079029999999999975 -0.075414999999999982 -0.014594999999999999 0.08696000000000001 -0.0070899999999999991 0.078345000000000012 -0.14792499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 7 9 27 12 -5 11 16 25 13 -1 17 -15 23 19 -7 29 26 -13 -19 -6 -23 -3 28 -4 -2 -14
right_child=1 5 6 8 10 18 -8 -9 -10 -11 -12 21 14 15 -16 -17 -18 22 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075672374607767463 0.00036628186392761731 0.00029587348448295223 0.00069853627115419299 0.00064729538900094202 0.00071844056540844477 0.0003478575000048751 0.00041786593238950942 0.00083246009003359466 0.0004017663750671534 0.00012965179830433705 0.0004351271483569573 0.00029842847876466398 0.00082232366062130518 0.00063516014809412058 0.00061954913597799671 0.00048542363678327354 0.00049305407389742782 0.0006921932612056087 0.00054941497852697095 0.00059123487853716223 0.00052154018525399414 0.00029249506390781381 0.00059246198487900904 0.00063168581816571583 0.00014271141438968254 0.00046285924060638224 0.00026342564238101434 0.00059776452720271506 0.00047437541073707751 0.00072310261467922168
leaf_weight=47 154 20 68 28 50 23 32 76 69 78 26 42 31 48 110 48 24 719 24 26 20 20 37 377 56 26 24 55 31 732
leaf_count=47 154 20 68 28 50 23 32 76 69 78 26 42 31 48 110 48 24 719 24 26 20 20 37 377 56 26 24 55 31 732
internal_value=0 0.000382232 0.000472956 0.000675496 0.000683866 0.000261685 0.000604834 0.000699335 0.000472641 0.00022496 0.000623091 0.00027029 0.000693708 0.000624853 0.000699658 0.000560292 0.000633927 0.000705361 0.00045078 0.000722656 0.000383695 0.000223523 0.000687312 0.000641844 0.000182128 0.000390257 0.000370504 0.000653476 0.000384395 0.000727134
internal_weight=0 673 384 2448 2351 289 155 1874 97 242 477 164 1798 143 1655 96 451 1545 47 789 229 118 756 427 76 46 209 123 185 763
internal_count=3121 673 384 2448 2351 289 155 1874 97 242 477 164 1798 143 1655 96 451 1545 47 789 229 118 756 427 76 46 209 123 185 763
is_linear=0
shrinkage=0.00196078


Tree=8061
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 4 2 0 49 4 2 150 0 4 1 50 1 3 50 15 39 124 0 4 2 1
split_gain=13.24 2.09677 1.37066 1.17638 0.784366 0.685786 0.408666 0.370046 0.366163 0.408853 0.275764 0.24336 0.388317 0.245262 0.229064 0.208156 0.171402 0.178849 0.163688 0.155927 0.114984 0.113241 0.110654 0.103856 0.104223 0.0979608 0.0924626 0.0842768 0.0807126 0.0746424
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.11474000000000002 1.0000000180025095e-35 -0.079119999999999982 -0.52556499999999995 0.083345000000000016 0.086295000000000011 0.076935000000000017 -0.12018999999999998 0.10917 -0.41942499999999994 0.093755000000000019 -0.087394999999999987 -0.010949999999999998 0.015030000000000002 0.089885000000000007 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 11 -5 9 -4 15 12 18 16 29 20 22 -18 -1 23 26 -19 -13 -10 -25 -3 27 -7 -20 -6
right_child=1 2 8 7 14 10 -8 -9 19 -11 -12 13 -14 -15 -16 -17 17 21 28 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00065706832996050187 0.00068016439759200633 0.00047825169371289698 0.00041124270797560471 0.00063255823065871595 0.00066445561826441589 0.000672711103566383 0.00084577778583033042 0.00037873360521713408 0.00018927980903066507 0.00020918138660003545 0.00048072302997039228 0.00073026241946380188 0.00080086944149989714 0.00061003005315444429 0.00039872530381424216 0.00047702901153507223 0.0008311213642769995 0.00056133192389684053 0.00055575190093733521 0.00028993045237187605 0.00070989433650597486 0.00067694658025238043 0.00066640522378856376 -1.9715301634420813e-05 0.00015332764935602721 0.00033750937556688575 0.00052129795684187677 0.00060456824449442643 0.00041372942719973771 0.00054109269621396307
leaf_weight=43 74 21 63 34 44 152 76 63 35 99 48 1037 35 97 26 29 27 36 40 22 92 342 116 32 23 201 27 129 25 33
leaf_count=43 74 21 63 34 44 152 76 63 35 99 48 1037 35 97 26 29 27 36 40 22 92 342 116 32 23 201 27 129 25 33
internal_value=0 0.000368782 0.000330314 0.000679314 0.000416436 0.000688045 0.000704941 0.000467703 0.000228161 0.000287761 0.000621667 0.000698988 0.000621382 0.000705693 0.000557854 0.000637437 0.000711649 0.000676948 0.000563215 0.000141955 0.000649067 0.000665936 0.000723838 0.000105783 5.26481e-05 0.000350823 0.000630898 0.000641428 0.000501128 0.000611586
internal_weight=0 673 599 2448 325 2351 1874 97 274 162 477 1798 143 1655 103 429 1558 405 108 112 400 378 1153 90 55 222 308 281 65 77
internal_count=3121 673 599 2448 325 2351 1874 97 274 162 477 1798 143 1655 103 429 1558 405 108 112 400 378 1153 90 55 222 308 281 65 77
is_linear=0
shrinkage=0.00196078


Tree=8062
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 16 49 4 2 1 1 4 0 4 1 50 1 1 16 2 484 1 43
split_gain=27.4567 4.36416 2.49254 2.0002 1.42811 1.28063 0.874811 0.754781 0.748855 0.721819 0.521333 0.416328 0.412543 0.387811 0.378585 0.310809 0.292628 0.257105 0.255397 0.243498 0.201251 0.18115 0.179151 0.169719 0.169388 0.168023 0.163994 0.159969 0.154037 0.141998
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.089625000000000024 -0.52595999999999987 -0.054984999999999992 -0.15289999999999995 0.086000000000000007 0.16175000000000003 0.13075500000000004 -0.013125 0.14486500000000005 0.053925000000000008 0.12958500000000003 0.041865000000000006 0.13265500000000002 0.12000500000000001 -0.44310499999999992 0.089005000000000015 0.056480000000000009 0.122715 0.031595000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 24 21 11 -4 12 26 -7 -2 -9 20 22 -5 19 29 -13 -8 -6 -16 -3 -20 -1 -27 -15 -14
right_child=1 4 9 17 16 10 7 14 -10 -11 -12 15 18 28 23 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00084174608733914317 0.00046255438479786231 0.00025026537977110324 0.00070449470769562417 0.00038382894907365827 2.376333935408211e-05 0.00046396582290864123 0.00064076606566655723 0.00054470565900498744 0.0010188266885968673 0.00034999152041978638 0.00052028803727011271 0.00078313273619310471 0.00082816983939074432 0.0007723708745895647 0.00028443335963586921 0.00053421360306636569 -0.00017903298396098905 0.00014370066118335315 0.00082203056465010018 0.0006194547106200272 0.0006053077120580098 0.00040559121571919496 0.00021907786617749461 0.00010277983956420055 7.2570681387688058e-05 0.00065182997618759 0.00079473555583446794 0.00080699669379813996 0.0005876462499634559 0.00071716888954764921
leaf_weight=971 23 30 34 60 65 21 34 20 71 63 48 261 199 100 141 24 21 24 35 31 27 20 25 23 66 172 404 30 21 57
leaf_count=971 23 30 34 60 65 21 34 20 71 63 48 261 199 100 141 24 21 24 35 31 27 20 25 23 66 172 404 30 21 57
internal_value=0 0.00033509 0.000782275 0.00055568 0.000222069 0.000794984 0.000286104 0.000349836 0.000821563 0.00047425 0.000716189 0.000813261 0.000733443 0.000695947 0.000290017 0.000748596 2.93862e-05 0.000315221 0.000744243 0.00078358 0.000766462 0.000553664 7.80174e-05 0.000258958 0.0001281 0.000696606 0.000827934 0.000674875 0.000740311 0.000803455
internal_weight=0 673 2448 228 445 2351 334 238 1758 97 593 1687 545 144 184 312 111 84 524 287 288 54 90 164 96 237 1375 202 121 256
internal_count=3121 673 2448 228 445 2351 334 238 1758 97 593 1687 545 144 184 312 111 84 524 287 288 54 90 164 96 237 1375 202 121 256
is_linear=0
shrinkage=0.00196078


Tree=8063
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 2 1 47 4 1 2 4 52 457 0 11 43 131 15 4 3 1 152 0 43 2 0 11
split_gain=12.0856 1.46764 1.24181 1.02157 0.861604 0.59126 0.555062 0.388021 0.335365 0.303072 0.262427 0.252292 0.204906 0.205316 0.200672 0.204251 0.156487 0.141235 0.130776 0.109474 0.135571 0.107623 0.10444 0.0978108 0.0922474 0.0916861 0.0798974 0.169201 0.0783628 0.0777422
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.092235000000000025 0.088105000000000003 0.14122000000000004 0.077845000000000011 0.13082500000000002 0.25615500000000008 0.089875000000000024 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.080930000000000016 -0.066689999999999985 1.0000000180025095e-35 -0.080324999999999994 0.082750000000000004 -0.41942499999999994 -0.036839999999999991 -0.12018999999999998 0.14627000000000004 0.087525000000000006 0.18019500000000002 -0.079914999999999986 0.11362000000000001 -0.092759999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 6 5 11 26 14 -4 12 -8 17 13 -5 -7 24 28 22 -10 20 -14 -2 -1 -22 25 29 -3 -28 -13 -16
right_child=1 3 8 9 -6 7 10 -9 18 -11 -12 16 19 -15 15 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00060243219691583885 0.00074111292940930303 0.00027525813380877175 0.00064150762564244392 0.00037730598774007694 0.00039926036445663384 0.00076361995129770272 0.00062101697029481287 0.00044368482548930551 0.00044298774902311105 0.00040609756932564881 0.00039746171561862766 0.00059053781012867175 0.00021376889211612428 0.00021003579357823358 0.00064012266200728332 0.00048303061620506317 0.00049573558726457548 0.00079409000662508862 0.00027131515058987087 0.00026950883459957208 0.00011905109103041134 0.00056150651775865802 0.00070557794662005793 -5.6660143909828061e-05 0.00050764271962072921 0.00051213378707567851 0.00047956516874424036 0.0003225538763614611 0.00067367832658451381 0.00071604675595723238
leaf_weight=39 29 50 28 39 45 47 52 41 59 34 33 54 29 102 574 34 25 68 24 20 29 23 1170 21 20 20 37 92 226 57
leaf_count=39 29 50 28 39 45 47 52 41 59 34 33 54 29 102 574 34 25 68 24 20 29 23 1170 21 20 20 37 92 226 57
internal_value=0 0.000347112 0.000658741 0.000316708 0.000668043 0.000673136 0.000403753 0.000629439 0.000455946 0.000232839 0.000534225 0.00069504 0.000208294 0.000256302 0.000639566 0.000631296 0.000644373 0.000707141 0.000393347 0.00013992 0.000107113 0.000661672 0.000702251 4.52524e-05 0.000638809 0.000642838 0.000341798 0.000367588 0.000657644 0.000646981
internal_weight=0 590 2531 538 2420 2375 264 793 111 274 85 1582 240 141 752 705 305 1277 83 99 79 52 1209 50 671 651 179 129 280 631
internal_count=3121 590 2531 538 2420 2375 264 793 111 274 85 1582 240 141 752 705 305 1277 83 99 79 52 1209 50 671 651 179 129 280 631
is_linear=0
shrinkage=0.00196078


Tree=8064
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 2 1 16 1 2 131 2 52 2 2 47 0 48 52 15 4 0 52 11 16
split_gain=16.6736 2.58913 1.79379 1.35237 0.959067 0.841874 0.450176 0.434565 0.434125 0.455179 0.408473 0.386078 0.311446 0.288205 0.261838 0.187517 0.229532 0.156058 0.141932 0.138798 0.136749 0.113308 0.100362 0.0946146 0.0942761 0.0935648 0.113382 0.0891149 0.119569 0.0908362
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.14285500000000004 0.077845000000000011 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.086835000000000009 0.31358000000000003 -0.56176499999999996 0.089885000000000007 -0.0091949999999999983 0.090100000000000013 0.14486500000000005 0.081805000000000017 0.40674500000000008 -0.037864999999999989 -0.50690499999999983 -0.070154999999999981 0.039215000000000007 1.0000000180025095e-35 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 -6 9 24 12 -5 -7 18 19 16 -10 -14 23 -15 -3 27 -13 25 -4 -1 -27 28 -19 -29
right_child=1 2 8 11 7 10 -8 -9 15 -11 -12 22 17 14 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00095027187397560763 0.00077653706666236345 0.00038916802368148002 0.00054364165277730355 0.00074545190113933151 0.00072410776902548813 0.00048911836363521274 0.00095100496329513244 0.00044264024914869295 0.00018572234266476067 0.00024831016762132314 0.00051886826517625088 0.00037040847629077393 0.00086116536812107594 0.00061289306780845816 0.00054203718892740875 0.00033473518682036171 -5.2459768120053349e-05 0.00069274418492474589 0.00077839525587500421 0.00077147761300361869 0.00052607483493382213 0.00059439411858463532 0.00052625181236563498 0.00070618887093072354 0.00039145995206452019 0.00082413077934127181 0.00068179455298578466 0.0007945084299904266 0.0008457847869226215 0.00067612111551073315
leaf_weight=22 72 187 29 28 71 20 76 30 70 99 39 24 37 23 23 22 20 182 428 274 33 23 47 27 34 979 22 127 22 31
leaf_count=22 72 187 29 28 71 20 76 30 70 99 39 24 37 23 23 22 20 182 428 274 33 23 47 27 34 979 22 127 22 31
internal_value=0 0.000425352 0.000382856 0.000774968 0.000482323 0.000784406 0.000803188 0.000640504 0.000266327 0.000331222 0.00071123 0.000550468 0.000728203 0.00079694 0.000743588 0.00017246 0.000132793 0.000739534 0.000808491 0.000759197 0.000409704 0.000727844 0.000473572 0.000820759 0.000461512 0.000823782 0.000821003 0.000736323 0.000709249 0.000771281
internal_weight=0 667 595 2454 321 2355 1874 101 274 162 481 99 442 1798 320 112 90 422 1478 297 220 385 71 1050 63 1023 1001 362 204 158
internal_count=3121 667 595 2454 321 2355 1874 101 274 162 481 99 442 1798 320 112 90 422 1478 297 220 385 71 1050 63 1023 1001 362 204 158
is_linear=0
shrinkage=0.00196078


Tree=8065
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 3 4 2 4 4 14 47 13 12 16 1 4 3 11 0 160 131 2 4 0 16 2
split_gain=12.9317 1.56535 1.46992 0.975471 0.864478 0.485238 0.464815 0.434634 0.41257 0.375064 0.299226 0.248698 0.230787 0.217819 0.174612 0.167048 0.166419 0.163664 0.152123 0.141249 0.25414 0.118171 0.121177 0.15305 0.115487 0.144593 0.113023 0.100928 0.142514 0.0938918
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 -0.17966999999999997 0.091475000000000015 -0.11171999999999999 0.40124500000000002 0.14285500000000004 0.27834500000000006 0.033845000000000007 0.076175000000000007 0.077555000000000013 -0.0044799999999999987 0.13597000000000004 -0.040964999999999994 0.10124500000000002 -0.046564999999999988 0.092670000000000016 0.080455000000000013 -0.066089999999999996 -0.0071899999999999993 0.082750000000000004 0.31358000000000003 -0.0070899999999999991 -0.11173999999999999 -0.43320999999999993 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 8 10 -6 13 -1 26 11 -3 16 27 19 -8 21 -7 -17 -10 -21 22 -9 -24 25 -12 -5 28 -4 -2
right_child=1 5 7 9 6 17 15 12 14 -11 24 -13 -14 -15 -16 18 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004129512141757893 0.00042703562213540014 0.00039253867141277315 0.00070649751344648731 0.00071584024646804555 0.00070032782445685201 0.00031060289975830556 0.00036151910391755596 0.00068598882070478864 0.00072993745043762953 0.00039142627014631835 0.00014262888707107781 0.00021474533812821438 0.00059066979908007451 0.00084863765052466545 0.00080816549267254622 0.00058613833113043919 0.00052871927467853012 0.00054206845831442497 0.00041539210330385635 0.00065532425232840317 0.00042167724759289716 0.00075987452700127303 0.00046454412735699496 0.00064836257967706924 0.00025953081991710681 -5.1145376181047337e-05 0.00057762726849200678 0.00071511223835276532 0.00050217830954270878 0.0003288969982260788
leaf_weight=26 53 43 35 46 28 23 78 478 58 29 57 102 156 46 32 35 29 24 47 96 22 65 21 102 20 20 45 1156 21 128
leaf_count=26 53 43 35 46 28 23 78 478 58 29 57 102 156 46 32 35 29 24 47 96 22 65 21 102 20 20 45 1156 21 128
internal_value=0 0.000349558 0.000671912 0.000448521 0.000566276 0.000246485 0.000467266 0.000693049 0.000645822 0.00058561 0.000211077 0.00026747 0.000658825 0.000716201 0.000674931 0.00042648 0.000674123 0.000428798 0.000488272 0.000650707 0.000611763 0.000680455 0.000671865 0.000616979 0.000126779 9.22979e-05 0.000647493 0.000711174 0.000629878 0.000357634
internal_weight=0 590 2531 301 422 289 188 2109 234 120 242 145 851 1258 208 160 695 47 82 176 118 666 601 123 97 77 91 1212 56 181
internal_count=3121 590 2531 301 422 289 188 2109 234 120 242 145 851 1258 208 160 695 47 82 176 118 666 601 123 97 77 91 1212 56 181
is_linear=0
shrinkage=0.00196078


Tree=8066
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 47 14 1 2 2 150 16 49 12 4 3 3 4 159 150 2 1 11 3 52 2 47 151 49
split_gain=13.1272 2.12123 1.07719 1.03032 0.71412 0.702621 0.38991 0.346975 0.302079 0.281636 0.244451 0.233942 0.194823 0.189617 0.186025 0.20579 0.1997 0.169827 0.138746 0.134253 0.136611 0.164908 0.118713 0.109746 0.0975738 0.0906478 0.0845659 0.0813196 0.0768177 0.0709014
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099185000000000009 0.11690500000000002 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.14753000000000002 0.16394500000000004 1.0000000180025095e-35 -0.061854999999999993 -0.054984999999999992 0.09141500000000001 -0.52556499999999995 0.086245000000000016 -0.12018999999999998 -0.031404999999999995 0.078675000000000009 1.0000000180025095e-35 0.10882500000000002 0.13075500000000004 1.0000000180025095e-35 -0.14989499999999997 0.12418000000000001 0.11411 0.090280000000000013 -0.0083949999999999979 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 7 19 10 14 -4 11 25 23 -8 -2 15 -1 24 -16 -18 20 21 -3 26 -6 -17 -7 -5 -15 -20 -22
right_child=1 5 8 22 9 6 12 -9 -10 -11 -12 -13 -14 27 17 16 18 -19 28 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091559692980751155 0.00047274618254750583 0.00060334749835567482 0.00063714560340432562 0.00050962975128692064 0.00064304305856321053 0.00021604006581718715 0.00028727889185759171 0.00084584612933720851 0.00040781268014590245 0.00044662716710221727 7.7926891865787005e-05 0.00046963171380590282 0.00049559637977212082 0.00071994328368870774 0.00054058472827926056 0.00059945572037424467 0.00073190103126074321 0.00068813146002066807 0.00063496027205326767 0.00031025406115807517 0.00042035596074760796 0.00040561100220975853 0.00024614418823320686 0.00074195201818396349 0.00072840554927140343 0.00033870901865493347 0.00035529596147643909 0.00061819297231100736 0.00047470532160789051 0.00027400702749397242
leaf_weight=21 23 31 34 21 360 134 45 76 63 30 48 28 28 58 32 23 27 478 23 42 35 34 24 49 1181 28 39 63 23 20
leaf_count=21 23 31 34 21 360 134 45 76 63 30 48 28 28 58 32 23 27 478 23 42 35 34 24 49 1181 28 39 63 23 20
internal_value=0 0.000381483 0.00069069 0.000535273 0.000699045 0.000302687 0.000243738 0.000716059 0.000488197 0.000630406 0.000200827 0.000643023 0.000367181 0.000635945 0.000710604 0.000723071 0.000719905 0.000678874 0.000620324 0.000405666 0.00043906 0.000499916 0.000362693 0.000654893 0.000725942 0.000237242 0.000409313 0.000666966 0.000554833 0.000367138
internal_weight=0 673 2448 228 2351 445 283 1884 97 467 210 437 73 144 1808 1298 1277 510 73 162 120 65 84 409 1204 162 60 121 46 55
internal_count=3121 673 2448 228 2351 445 283 1884 97 467 210 437 73 144 1808 1298 1277 510 73 162 120 65 84 409 1204 162 60 121 46 55
is_linear=0
shrinkage=0.00196078


Tree=8067
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 3 14 2 1 47 12 3 12 456 13 43 52 13 40 2 124 1446 3 50 15 151 4 131 0 50
split_gain=0.632434 0.136248 0.0809891 0.053698 0.0511818 0.0510173 0.0382895 0.0524739 0.0269547 0.0354428 0.0259425 0.0367472 0.0337612 0.0231102 0.0213117 0.0222 0.0212117 0.0239574 0.0290682 0.0253135 0.0210931 0.0196896 0.0344002 0.0248847 0.0293585 0.0247359 0.0263091 0.0194384 0.0187344 0.019577
threshold=0.10337500000000001 -0.40967499999999996 0.12337000000000002 0.10005000000000001 1.0000000180025095e-35 -0.014944999999999998 0.062655000000000016 -0.13033999999999998 0.15799000000000005 0.13082500000000002 0.087505000000000013 -0.091054999999999983 0.095780000000000018 0.090345000000000009 -0.07692499999999998 -0.085594999999999991 0.060015000000000006 -0.0062949999999999994 -0.063404999999999989 0.13404500000000005 -0.0066649999999999991 0.11581000000000001 -0.15327499999999997 0.11875500000000001 -0.0079099999999999986 1.0000000180025095e-35 0.0012600000000000003 0.09031500000000002 -0.080499999999999988 0.020130000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 6 5 14 7 -1 9 16 11 -5 -12 -6 -3 -16 17 18 -4 -19 -13 22 -9 25 -25 -24 -27 -2 -14 -30
right_child=1 2 8 10 13 -7 -8 21 -10 -11 12 20 28 -15 15 -17 -18 19 -20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0028424329859924251 0.0088374346967846646 0.0099056058854330338 0.0032522468464221896 0.0021843990595828344 0.0040737609326077463 0.0025464434292095171 0.0099182682558836676 0.0043027833987284323 0.00010163874072997377 0.0059756522802936456 0.008615091472997197 0.0043586692549414134 0.0042670700496195684 0.00050692808581516153 0.0093708939664065832 0.0055072703096937341 0.0044870738185157901 0.006145186657490938 -3.6595336710795379e-05 0.0016678629139538056 0.007341416016446823 0.010729034924985503 0.0079327253595529185 0.0077687513485953617 0.0035591306568433841 0.0071704211930233635 0.0029993350402219223 0.0055343195972964165 0.0071702174690948424 0.0041708694202825429
leaf_weight=22 62 24 41 28 198 29 81 29 43 31 98 37 35 20 20 58 38 23 78 28 66 22 1643 37 30 62 20 25 168 25
leaf_count=22 62 24 41 28 198 29 81 29 43 31 98 37 35 20 20 58 38 23 78 28 66 22 1643 37 30 62 20 25 168 25
internal_value=0 0.0041784 0.0036669 0.00756073 0.00468528 0.00624749 0.00778981 0.00769737 0.00240657 0.00282126 0.00658526 0.0053967 0.00706287 0.00374653 0.00729975 0.00649794 0.00235113 0.00187369 0.00109654 0.00368705 0.00626994 0.00775532 0.0077194 0.00777469 0.00588385 0.00784813 0.00615308 0.00788826 0.00639568 0.0067817
internal_weight=0 718 631 2403 349 131 1946 1865 282 239 457 131 326 218 102 78 208 170 119 51 103 1843 1821 1792 67 1725 82 87 228 193
internal_count=3121 718 631 2403 349 131 1946 1865 282 239 457 131 326 218 102 78 208 170 119 51 103 1843 1821 1792 67 1725 82 87 228 193
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=31
num_cat=0
split_feature=1 52 2 123 10 2 9 132 15 48 2 13 42 130 13 160 2 49 3 12 13 15 0 43 1213 1212 1456 159 483 1429
split_gain=0.512271 0.110361 0.0676836 0.0460994 0.0453911 0.0508755 0.0946888 0.0373848 0.0366915 0.0531052 0.0354665 0.035461 0.0304917 0.0301604 0.0290575 0.0401982 0.0283432 0.027977 0.0255468 0.0240998 0.0240347 0.0217266 0.0211101 0.0205647 0.0187309 0.0242757 0.0189321 0.0250705 0.0312714 0.0469516
threshold=0.10337500000000001 -0.40967499999999996 0.14753000000000002 0.08128500000000001 0.058500000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.092235000000000025 -0.07743499999999999 -0.0060199999999999993 -0.076894999999999977 -0.010739999999999998 -0.063384999999999983 0.092875000000000013 0.13173000000000004 0.0022600000000000003 0.087215000000000015 -0.01163 -0.18895499999999996 -0.059114999999999994 -0.080324999999999994 0.39818500000000007 0.11387000000000001 0.055170000000000004 0.11109000000000001 -0.070084999999999981 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 10 5 6 20 8 -4 -10 24 19 -5 -7 -15 -16 -13 21 -6 -12 -3 -18 -21 -14 25 26 27 28 -1 -30
right_child=1 2 7 12 18 13 -8 -9 9 -11 11 16 23 14 15 -17 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0092026904505421083 0.0070994372909819045 0.0038557915147393942 0.0031374757625879006 0.0076805708760564976 0.0030103530712245457 -9.176845984863273e-05 0.0069463786404065008 0.0042351966540861343 -0.0052541380758735941 0.00098206286460885577 0.0098667938727885485 0.002540243071659158 0.0047169662618006657 0.0025978962082645277 0.0080375920839807283 0.0037600351750905463 0.0094843584578484311 0.0034043297980207244 -0.0012861151034012437 0.0074650099261358771 -0.00062346584973451888 0.0061182743527924003 0.0045900205585865245 0.00089327803844670693 0.0097225083800107567 0.0047120171644520472 0.0082136305224421568 0.0045579533522518787 0.0071609350209408621 0.0043992903663848454
leaf_weight=69 87 25 26 22 31 24 123 28 22 36 34 24 39 138 28 102 20 37 25 145 23 465 31 22 28 41 158 39 1164 65
leaf_count=69 87 25 26 22 31 24 123 28 22 36 34 24 39 138 28 102 20 37 25 145 23 465 31 22 28 41 158 39 1164 65
internal_value=0 0.00376056 0.00330021 0.00680466 0.00378133 0.00410657 0.00547637 0.00107074 1.59238e-05 -0.00138339 0.0068875 0.00632513 0.00448899 0.0033044 0.00360853 0.00468136 0.00590039 0.00605488 0.00109229 0.00742947 0.00170948 0.00625708 0.00695862 0.00333793 0.00715934 0.00711261 0.00717845 0.00705612 0.00713118 0.00701488
internal_weight=0 718 631 2403 519 463 171 112 84 58 2320 756 83 292 268 130 546 522 56 210 48 485 176 61 1564 1536 1495 1337 1298 1229
internal_count=3121 718 631 2403 519 463 171 112 84 58 2320 756 83 292 268 130 546 522 56 210 48 485 176 61 1564 1536 1495 1337 1298 1229
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 1 2 4 150 1 2 50 1 1 1 0 12 4 2 40 1 15 1 4 3 1
split_gain=11.455 1.83044 0.99845 0.980855 0.639742 0.57981 0.478808 0.37737 0.314855 0.309684 0.273262 0.199978 0.192502 0.168515 0.151915 0.1489 0.146664 0.118764 0.107392 0.112826 0.105398 0.10718 0.0976163 0.0956014 0.0883433 0.0753196 0.0696725 0.0685495 0.0679317 0.0674712
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.099515000000000006 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.062539999999999984 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 0.041865000000000006 0.122715 0.13075500000000004 0.076935000000000017 -0.030209999999999997 0.090545000000000014 -0.51253999999999988 -0.0091949999999999983 -0.077474999999999988 0.13288500000000003 -0.087894999999999987 0.14699000000000004 -0.013514999999999998 -0.14847999999999997 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 6 8 23 29 13 -5 12 -9 18 20 22 25 27 -4 19 -7 21 -1 -15 -3 -13 26 -6 -2 -20 -8
right_child=1 4 17 9 15 10 7 11 -10 -11 -12 24 -14 14 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091227122159008654 0.00076143763263332811 0.00036420028094896983 0.00046785185125723384 0.0006946791075127072 0.00030450365236759475 0.00070341428470160298 0.00066234673767628829 0.0005981787348601057 0.00088385903075629592 0.00046247744980887611 0.00052972097967099712 0.00041709711428220366 0.00054045524239456624 0.00060490426390677162 0.00057651582174003126 0.00037594153201642974 0.00056560191176605035 0.00030464773763312034 0.00082121208272016881 0.00057274194575157491 0.00073576173340193654 0.00077084651703059265 0.00073789765073819038 0.0002404202414559526 0.00028343796041095215 0.00010447887013328064 0.00017511373860578909 0.00066405590289475569 0.00071144935290588817 0.00051882047863567571
leaf_weight=21 68 47 60 34 32 274 34 22 76 63 41 140 28 23 28 26 29 24 46 28 382 1089 274 49 22 21 32 47 41 20
leaf_count=21 68 47 60 34 32 274 34 22 76 63 41 140 28 23 28 26 29 24 46 28 382 1089 274 49 22 21 32 47 41 20
internal_value=0 0.000448251 0.000591112 0.000737094 0.000375055 0.000745067 0.000417914 0.000465065 0.000760213 0.000543868 0.000682465 0.000422767 0.000697483 0.000755041 0.000714582 0.000246093 0.000690214 0.000421222 0.000708785 0.000691299 0.000763854 0.000773522 0.000727598 0.000301021 0.000398946 0.000206374 0.000239809 0.000721638 0.000769485 0.000609189
internal_weight=0 673 228 2448 445 2351 334 238 1893 97 458 184 417 1817 325 111 144 84 389 302 1492 1110 297 96 162 85 64 115 87 54
internal_count=3121 673 228 2448 445 2351 334 238 1893 97 458 184 417 1817 325 111 144 84 389 302 1492 1110 297 96 162 85 64 115 87 54
is_linear=0
shrinkage=0.00196078


Tree=8070
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 4 1 2 2 49 150 2 1 1 50 12 11 1 4 2 47 2 157 2 12
split_gain=22.326 3.40568 1.73068 1.53057 1.19784 0.97344 0.836734 0.645205 0.563349 0.462284 0.499294 0.418253 0.41267 0.371261 0.318101 0.267336 0.263556 0.234709 0.221989 0.21172 0.203038 0.189157 0.173507 0.158843 0.137865 0.136885 0.120404 0.107088 0.0835206 0.175909
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 1.0000000180025095e-35 -0.062539999999999984 0.089625000000000024 0.13501500000000002 0.090425000000000019 -0.054984999999999992 1.0000000180025095e-35 -0.0091949999999999983 0.12000500000000001 0.13436000000000001 0.041865000000000006 0.09141500000000001 1.0000000180025095e-35 0.13075500000000004 -0.51843499999999987 0.31358000000000003 0.10350500000000001 0.089005000000000015 -0.066144999999999995 0.079055000000000014 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 17 11 -4 -8 -11 20 15 16 -2 21 -13 -3 -12 24 23 -7 -5 -1 -6 -16 28 -22 29 -25
right_child=1 4 8 22 19 12 9 -9 -10 10 18 13 -14 -15 25 -17 -18 -19 -20 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00097514717073556305 0.00045974103200748775 0.00030163396017479838 0.00070353447273803276 0.00039443553425371646 7.941532229773559e-05 0.00070484337588324437 0.00060223150365298092 0.00096447925218856741 0.00039035408130658216 0.00058544324319653154 0.00032967288615369278 0.00053274684632474917 0.00051588697581144143 0.00047576656122036903 0.00077050562805169366 0.00052580901039380173 0.00075127392382397923 9.2464631894549138e-05 0.00011944398957859963 0.00023208053678633762 0.00061174329589394963 0.00083489593337563903 0.00019717204109255795 0.00061424125179661098 -9.6011514702410087e-05 0.00063783768496828482 0.00076436548908099438 0.00075983561214484972 0.00082246973533248375 0.00079975327397050768
leaf_weight=21 23 30 34 60 61 351 30 76 63 28 158 23 48 23 67 29 274 66 22 26 20 49 24 23 24 54 243 306 730 135
leaf_count=21 23 30 34 60 61 351 30 76 63 28 158 23 48 23 67 29 274 66 22 26 20 49 24 23 24 54 243 306 730 135
internal_value=0 0.000353552 0.000756797 0.000548418 0.000253711 0.000767387 0.000312357 0.000787516 0.000500129 0.000374687 0.000341868 0.000780036 0.000688304 0.000715765 0.000671119 0.000707595 0.000734351 0.00015783 0.000303978 7.72446e-05 0.000793952 0.000720775 0.000338075 0.000806177 2.9883e-05 0.000711298 0.00080304 0.00075075 0.000813623 0.000772748
internal_weight=0 673 2448 228 445 2351 334 1874 97 238 208 1798 477 320 144 429 297 96 180 111 1478 400 84 1152 85 121 1131 326 888 158
internal_count=3121 673 2448 228 445 2351 334 1874 97 238 208 1798 477 320 144 429 297 96 180 111 1478 400 84 1152 85 121 1131 326 888 158
is_linear=0
shrinkage=0.00196078


Tree=8071
num_leaves=31
num_cat=0
split_feature=1 1 52 4 2 457 2 14 9 4 2 15 12 3 3 3 12 49 3 151 1 50 34 0 483 4 4 13 16 0
split_gain=0.578054 0.120886 0.0668932 0.052735 0.0484088 0.0438144 0.0394644 0.0361276 0.0346871 0.0301732 0.038539 0.0337845 0.0261834 0.0283891 0.0259763 0.0435297 0.0255382 0.0248118 0.0284439 0.0235604 0.0308657 0.0226478 0.0219571 0.0281679 0.021083 0.0209884 0.0255089 0.0404223 0.0238874 0.0220566
threshold=0.10337500000000001 0.12337000000000002 -0.40967499999999996 0.40124500000000002 0.10005000000000001 0.094310000000000019 1.0000000180025095e-35 0.062655000000000016 -1.0000000180025095e-35 0.42051500000000003 0.14285500000000004 -0.41396999999999995 0.080890000000000017 -0.087909999999999988 0.0022600000000000003 0.11658 0.095780000000000018 -0.15498999999999999 -0.15327499999999997 0.009020000000000002 0.085760000000000017 0.086295000000000011 -0.038779999999999995 -0.036484999999999997 0.093585000000000015 0.181285 0.033845000000000007 -0.0072999999999999992 -0.054549999999999994 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 8 17 -4 10 -3 22 13 -6 -8 -16 -14 -1 -19 25 -21 -12 -11 24 -24 26 29 28 -28 -20
right_child=1 9 5 -5 12 -7 14 -9 -10 11 21 -13 16 -15 15 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010732021855603142 0.0077791126777107525 0.0047141333403587756 0.0030367481694729241 0.0023492732323409822 0.0015900130779482426 0.0010768840555101633 0.0029564581444877125 0.0095512457719406155 0.0070760261910036209 -0.00014251803774547217 -0.00017782650405674108 -0.0013998777143459655 0.0080448953221578193 0.0057469710348295455 0.0084921374064703872 0.0035494721618157866 0.0061695920233795038 0.0041319046290246427 0.0057356527217603858 0.0071233855021646158 0.0024803159335120162 0.0039761474921501108 0.00083367714761859845 0.006325889946892857 0.0047358021652325992 0.010236897399752504 0.0058836847408524446 0.0096339847062430969 0.0019814108991773709 0.0076024042665727822
leaf_weight=22 75 91 27 22 20 34 111 81 100 29 35 33 107 92 28 49 226 27 66 41 22 21 45 20 20 27 62 23 21 1544
leaf_count=22 75 91 27 22 20 34 111 81 100 29 35 33 107 92 28 49 226 27 66 41 22 21 45 20 20 27 62 23 21 1544
internal_value=0 0.00398913 0.00506961 0.00722277 0.0072678 0.00448733 0.00485545 0.00748398 0.00621728 0.00243089 0.00344395 0.00141783 0.00632731 0.00500466 0.00393548 0.0053468 0.00677217 0.00739371 0.00735364 0.00740181 0.005502 0.00137991 0.00223348 0.00304411 0.00203433 0.00747048 0.00742695 0.00592434 0.00489636 0.00752588
internal_weight=0 718 424 2403 2381 349 315 1936 127 294 147 147 445 112 188 77 333 1855 1833 1806 63 56 114 85 65 1743 1716 106 83 1610
internal_count=3121 718 424 2403 2381 349 315 1936 127 294 147 147 445 112 188 77 333 1855 1833 1806 63 56 114 85 65 1743 1716 106 83 1610
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 4 42 2 0 14 43 4 2 133 13 16 3 4 151 3 150 1429 0 133 43 1212 133 3 15 16
split_gain=0.468224 0.0991574 0.0468986 0.059468 0.0456049 0.0429864 0.0393063 0.0367827 0.0312019 0.0262443 0.0263599 0.0401483 0.0236026 0.0279792 0.0330454 0.0226737 0.0224911 0.0253556 0.0306322 0.0232767 0.0608746 0.0491397 0.0337252 0.0247025 0.0255498 0.0359303 0.0350996 0.0298863 0.0300988 0.0245494
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.09173000000000002 -0.0060199999999999993 0.13404500000000005 1.0000000180025095e-35 0.062655000000000016 -0.52440999999999993 -0.52556499999999995 0.13712500000000002 0.089200000000000015 -0.070304999999999992 -0.25582999999999995 0.090900000000000009 -0.059649999999999988 -1.0000000180025095e-35 -0.096099999999999977 0.081835000000000019 0.084105000000000027 -0.088544999999999985 0.091935000000000003 0.0068900000000000012 0.058525000000000008 -0.16927999999999996 -0.077354999999999993 0.087065000000000017 0.23311500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 12 6 -2 -1 9 15 10 -6 -12 13 -3 -15 -4 19 -18 -19 20 21 22 -13 24 -21 27 -27 28 -26 -25
right_child=1 2 8 -5 7 -7 -8 -9 -10 -11 11 16 -14 14 -16 -17 17 18 -20 23 -22 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.0068111589476943782 0.0063280099747918921 0.0037514382665996614 1.2355022287617127e-05 0.0085314401471987371 0.0029670790396630767 0.0037270177918569815 0.0026911601024933096 0.003878784979508278 -0.0023765274245912834 0.0083719408586073445 0.010075492705359604 0.010070003806946002 0.0012533415132031009 0.0036918561661704666 -0.0019878092082217338 0.0035615131569405401 0.0067690871976083151 0.0061405647248029714 0.0013246614735440486 0.0071759893675772627 0.0012663385106457606 0.0027413687292102947 0.0063433949849752789 0.0064033300261920716 0.00060560475547044058 0.010578996101782347 0.0057416697278677023 0.0064298205401947988 0.0050559142655269666 0.004194545378046869
leaf_weight=39 142 236 36 20 20 115 57 49 24 85 33 28 68 21 20 36 48 25 28 1105 27 34 183 342 21 30 30 105 55 59
leaf_count=39 142 236 36 20 20 115 57 49 24 85 33 28 68 21 20 36 48 25 28 1105 27 34 183 342 21 30 30 105 55 59
internal_value=0 0.00359022 0.00271278 0.00323005 0.00650049 0.00516414 0.00436491 0.00658936 0.000746069 0.00664818 0.00658076 0.00661432 0.00292272 0.00333254 0.000921288 0.00178693 0.00656045 0.00510417 0.00359631 0.0066333 0.00577279 0.00626942 0.00683792 0.00676727 0.00697252 0.0060396 0.00816033 0.0053366 0.00382622 0.00607835
internal_weight=0 718 461 365 2403 257 96 2307 96 2258 2173 2153 345 277 41 72 2120 101 53 2019 272 245 211 1747 1346 241 60 181 76 401
internal_count=3121 718 461 365 2403 257 96 2307 96 2258 2173 2153 345 277 41 72 2120 101 53 2019 272 245 211 1747 1346 241 60 181 76 401
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 1 4 2 3 150 1 0 12 4 47 11 39 15 2 15 0 16 131 157 1 3
split_gain=17.9583 2.96968 1.90064 1.42811 1.09917 0.788082 0.505777 0.445418 0.439319 0.423729 0.403055 0.398169 0.314518 0.276984 0.244089 0.225532 0.216729 0.179293 0.156189 0.15097 0.146744 0.129924 0.115109 0.0990887 0.183053 0.139699 0.0903615 0.08983 0.0786182 0.072302
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.17025000000000004 0.40945500000000007 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.14122000000000004 0.30112000000000005 1.0000000180025095e-35 0.089625000000000024 -0.10607499999999999 0.091325000000000003 -0.51843499999999987 0.090100000000000013 1.0000000180025095e-35 0.087690000000000004 1.0000000180025095e-35 -0.0091949999999999983 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 0.09031500000000002 -0.066144999999999995 0.14262000000000002 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 8 7 12 14 -5 -6 13 20 19 16 -16 17 -1 -3 -7 -4 27 -17 -19 25 -25 -2 -18 -8 -9
right_child=1 2 6 9 10 11 28 29 -10 -11 -12 -13 -14 -15 15 22 21 23 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00092496851356534842 0.0007585069420290928 0.0002965349098203801 0.00046975596666612858 0.00064390161640796005 0.0006449603534014769 0.00065487631571980044 9.3113050406795397e-05 0.00020751844870682751 0.00087418153082377157 0.00037228882572489885 0.0003738893178942936 0.00045361041096615901 0.00011967786001755379 0.00046742259171277448 0.00053327309296411624 0.00054892260362120226 0.00052260541302316329 0.00085143320625300346 0.00044261996240858083 0.00077110310407484367 0.00028268297493760409 0.00072228858943975251 0.00070322929406374047 0.00073612690081491185 0.0007455881917395763 0.00055920732732359796 0.00061363997646406588 0.00066413734078991644 -5.9152567672415401e-05 0.00011017108064247776
leaf_weight=21 49 191 38 34 71 349 22 44 76 63 30 41 22 28 39 20 20 31 33 49 28 193 263 32 1027 37 25 125 32 88
leaf_count=21 49 191 38 34 71 349 22 44 76 63 30 41 22 28 39 20 20 31 33 49 28 193 263 32 1027 37 25 125 32 88
internal_value=0 0.000338992 0.000293212 0.000700648 0.000394626 0.000710268 0.000172921 0.000214657 0.000728142 0.000467493 0.000564444 0.000638162 0.000322713 0.000655924 0.000722003 0.00067306 0.000732608 0.000745457 0.000318056 0.000669186 0.000390392 0.000688967 0.000692324 0.000742112 0.00073902 0.000641257 0.000709565 0.000644616 2.88157e-06 0.00014262
internal_weight=0 673 599 2448 325 2351 274 220 1884 97 101 467 88 426 1808 322 1486 1148 224 398 66 338 283 1127 1096 69 74 145 54 132
internal_count=3121 673 599 2448 325 2351 274 220 1884 97 101 467 88 426 1808 322 1486 1148 224 398 66 338 283 1127 1096 69 74 145 54 132
is_linear=0
shrinkage=0.00196078


Tree=8074
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 2 4 4 0 150 150 12 11 1 0 47 16 4 4 160 15 3 14 1
split_gain=22.5673 3.6824 2.23412 1.59694 1.34081 1.14949 0.749465 0.707088 0.600432 0.596036 0.523144 0.473201 0.380907 0.314662 0.307607 0.284807 0.282954 0.219131 0.216511 0.20519 0.20096 0.162597 0.162298 0.157584 0.144232 0.138405 0.133144 0.126231 0.123347 0.136447
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.14285500000000004 0.40473500000000007 0.14753000000000002 0.27834500000000006 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 1.0000000180025095e-35 0.08815000000000002 1.0000000180025095e-35 0.089770000000000016 -0.14832499999999996 0.090100000000000013 -0.050529999999999999 -0.50940999999999981 -0.0070899999999999991 -0.075414999999999982 -0.41942499999999994 -0.016324999999999996 -0.23083499999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 11 -5 16 24 12 -4 14 -1 20 18 19 -7 23 -15 28 -22 -16 -6 -14 -13 -27 -3 -30
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 26 25 15 17 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00078686997430611381 0.0009098153817525262 0.0005546224826050287 0.00049947925715469841 0.00084279661333838912 0.00096360103868080229 0.00083464355406309828 0.0011156713822616266 0.0005605928815514339 0.0005252033949287888 0.00058485474116733139 0.00051841077924359073 0.00025448945258782865 0.00041257765299727134 0.0010541382022932462 0.0011196098262594991 0.0006370094287997622 0.00065402801702517301 0.00090727567669641725 0.0009735922635841865 0.00078264228145551173 0.00087883369701185934 0.00059047141889872752 0.00072110410797975814 0.00095481232298811464 0.00076996125251639115 0.00034100465789236418 9.5417454996255826e-05 0.00018759777536773154 0.00044642801173092663 0.00029778736753690232
leaf_weight=59 71 31 40 37 21 359 76 37 60 39 30 32 23 20 23 23 30 757 49 26 116 33 32 742 50 32 55 58 131 29
leaf_count=59 71 31 40 37 21 359 76 37 60 39 30 32 23 20 23 23 30 757 49 26 116 33 32 742 50 32 55 58 131 29
internal_value=0 0.000487481 0.00043767 0.000892899 0.000547947 0.000903072 0.000924946 0.000308285 0.000646347 0.000817135 0.000735505 0.000269387 0.000335041 0.000916884 0.000925827 0.000841644 0.000837817 0.000931123 0.000851331 0.000953945 0.00086966 0.000463378 0.00084473 0.000959767 0.000827235 0.000276833 0.000153927 0.000242142 0.00044142 0.000419487
internal_weight=0 673 602 2448 325 2351 1874 277 97 477 101 240 153 1798 1607 191 438 1548 408 791 168 224 148 765 71 113 87 90 191 160
internal_count=3121 673 602 2448 325 2351 1874 277 97 477 101 240 153 1798 1607 191 438 1548 408 791 168 224 148 765 71 113 87 90 191 160
is_linear=0
shrinkage=0.00196078


Tree=8075
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 2 4 457 42 43 14 1 50 0 0 16 149 2 50 1 52 2 376 47 1 0 4 42 159 0
split_gain=0.560946 0.0828781 0.072015 0.0565583 0.0443057 0.0426038 0.041461 0.0347605 0.0287178 0.0315819 0.0274463 0.0321261 0.0424523 0.0356136 0.0514125 0.0553845 0.0312558 0.0268479 0.0252731 0.0251433 0.0247044 0.0376012 0.0241726 0.0405853 0.0309594 0.0240933 0.0278204 0.0240778 0.02269 0.0364842
threshold=0.10920500000000001 0.27287000000000006 0.08128500000000001 -0.049509999999999992 0.10045500000000002 0.25063000000000007 0.10528000000000001 0.080930000000000016 -0.0060199999999999993 -0.080324999999999994 -1.0000000180025095e-35 0.089625000000000024 0.089465000000000017 -0.12333499999999999 -0.076234999999999983 0.066275000000000014 0.075040000000000009 0.15109000000000003 0.092095000000000024 0.13075500000000004 0.11125500000000001 0.083865000000000009 0.083785000000000012 0.085505000000000012 0.11866500000000001 -0.087319999999999995 -0.077679999999999985 0.11839500000000001 -0.032739999999999991 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 19 22 17 -4 -10 -1 16 13 -13 -15 -16 20 27 -14 -3 -12 -22 23 24 -5 -20 -27 -6 -23 -30
right_child=1 5 8 6 7 -7 -8 -9 9 -11 11 12 18 14 15 -17 -18 -19 25 -21 21 28 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.010784827308221298 0.0064384659256406691 0.0036229197593975419 0.0077151912518522957 0.0037856857854421835 0.0068273412995457188 -0.0018245938272836309 0.00727833791822195 0.0033164932502825796 0.0048991230599312987 0.00082093048689852442 0.0075303729721356285 0.0022330939023081082 0.01076877027972723 0.0070226241650662921 -6.4868925139307978e-05 0.0065272112779964052 0.01125831562316134 0.0029648262253474623 0.010286568645387888 0.0016199077650078553 0.002445742340007035 0.00801700140863164 0.00022956981140721057 0.0061373563793798297 -0.00026854254125106722 0.0038230406037265702 0.0075848302955626307 0.0040218219725030591 0.0074904063009572294 0.0036021941579705064
leaf_weight=22 108 121 22 48 419 24 25 38 64 27 1343 29 23 135 25 26 21 21 20 130 22 85 28 39 31 28 66 33 55 43
leaf_count=22 108 121 22 48 419 24 25 38 64 27 1343 29 23 135 25 26 21 21 20 130 22 85 28 39 31 28 66 33 55 43
internal_value=0 0.00343259 0.00694124 0.0046469 0.0070549 0.00220062 0.00351539 0.00622635 0.00447295 0.00368911 0.0072728 0.00723258 0.0063692 0.00549256 0.00600075 0.0032958 0.00742628 0.00646012 0.00774494 0.0025855 0.0073743 0.0063518 0.00287105 0.00349784 0.00219479 0.00713487 0.0064643 0.00662251 0.00682138 0.00578435
internal_weight=0 554 2567 279 2454 275 171 511 113 91 1943 1921 352 215 186 51 1569 473 137 251 1548 205 146 118 79 114 94 452 183 98
internal_count=3121 554 2567 279 2454 275 171 511 113 91 1943 1921 352 215 186 51 1569 473 137 251 1548 205 146 118 79 114 94 452 183 98
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 4 1 14 48 2 2 1 3 4 11 43 0 0 15 3 15 4 52 159 1 15 52
split_gain=8.44376 1.3387 0.938877 0.78517 0.520104 0.421546 0.245586 0.227476 0.225278 0.223369 0.200989 0.187863 0.169578 0.147205 0.137819 0.189144 0.106466 0.100137 0.0941018 0.0924525 0.0761688 0.08487 0.0695749 0.0660513 0.0595499 0.110857 0.0595464 0.0580142 0.0830117 0.0579466
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13501500000000002 -0.15464999999999998 0.40473500000000007 0.09253500000000002 0.062655000000000016 -0.015314999999999997 0.13754500000000003 -1.0000000180025095e-35 0.085760000000000017 -0.11171999999999999 0.41555500000000006 1.0000000180025095e-35 -0.14792499999999997 -0.10474999999999998 -0.095504999999999993 -0.097454999999999986 -0.11171999999999999 -0.13843999999999998 0.0061450000000000003 0.039215000000000007 0.0089800000000000019 0.13869000000000004 -0.41396999999999995 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 10 11 -4 -6 -5 14 -7 13 -9 29 -16 -15 22 -19 23 21 -17 -13 -14 26 -26 -24 -21 -29 -1
right_child=1 2 7 9 8 6 -8 12 -10 -11 -12 17 19 16 15 20 -18 18 -20 27 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00058692854059239226 0.00055380354377731263 0.00028843246023194943 0.0003647181987032002 0.000507793144426054 0.00051907049633461745 0.00038202234598643637 0.00038418148543831762 0.00015441921985700352 0.00032091601706091678 0.0003116546966259116 0.00068518250714103902 0.00044589416403611749 0.00026539739649168915 0.00036440146082967139 0.00035654785814603755 0.00056603559813297847 0.00020317024934817763 0.00048377024813317786 0.00063875586139316618 0.00014550864586428068 0.00056218488153810149 0.0004239111324819196 0.00053926335965130646 0.00010794918690568439 0.00046941517593138642 0.00055907905002242401 0.00062126800710079718 0.00011690935121574467 -4.6315419898532766e-05 0.00051786743101476422
leaf_weight=1000 72 218 25 34 71 32 48 70 32 65 62 38 21 32 20 30 31 20 61 27 377 35 327 20 127 91 38 23 25 49
leaf_count=1000 72 218 25 34 71 32 48 70 32 65 62 38 21 32 20 30 31 20 61 27 377 35 327 20 127 91 38 23 25 49
internal_value=0 0.00030128 0.000270723 0.000550077 0.000342684 0.000557268 0.000520062 0.000186418 0.000457508 0.000379015 0.000575765 0.000528947 0.000168516 0.000216304 0.000571275 0.000543058 0.000285065 0.000535645 0.000600488 0.000113725 0.000551497 0.000489507 0.000527187 0.000188593 0.000532486 0.000506844 0.000547801 7.27968e-05 3.18964e-05 0.000583703
internal_weight=0 667 595 2454 321 2355 782 274 103 99 1573 734 249 133 1511 462 63 702 81 116 442 65 621 41 583 218 365 75 48 1049
internal_count=3121 667 595 2454 321 2355 782 274 103 99 1573 734 249 133 1511 462 63 702 81 116 442 65 621 41 583 218 365 75 48 1049
is_linear=0
shrinkage=0.00196078


Tree=8077
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 159 1 2 4 4 1 0 1 131 1 1 4 15 47 13 12 12 4 43 3 0
split_gain=10.8321 1.63036 1.08322 1.00298 0.593361 0.578194 0.31451 0.299883 0.27881 0.271285 0.267867 0.191145 0.232066 0.177738 0.167777 0.281058 0.15528 0.132635 0.129468 0.100035 0.102212 0.0912269 0.0910815 0.0873874 0.0794713 0.0766191 0.0762753 0.0725958 0.0678086 0.0620632
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.14122000000000004 -1.0000000180025095e-35 0.077845000000000011 0.14285500000000004 0.42051500000000003 -0.013125 0.085110000000000005 -0.10607499999999999 0.093100000000000002 0.086835000000000009 0.15799000000000005 0.075045000000000014 -0.036839999999999991 -0.097454999999999986 0.090100000000000013 0.049530000000000012 0.095780000000000018 0.087695000000000009 -0.036839999999999991 -0.080324999999999994 -0.097174999999999984 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 22 7 -6 14 13 -4 -5 12 -11 19 25 21 24 18 -13 20 28 -16 -3 -17 -15 -1 -2 -12 -7 -27
right_child=1 2 9 10 6 8 -8 -9 -10 11 27 17 -14 16 15 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00066719082013451489 0.00065770124308034482 0.00030878559715077046 0.00040532860196958301 0.00058674911240569685 0.00057789269187640696 0.00049234119873932175 0.0003437603061434393 0.00077225550716998527 0.00041999891614127188 0.00033554383819745144 0.0003999919335798723 0.00014165613266907244 0.00017548434384323758 0.00060676396133101627 0.00058618486292806322 0.00063707056502774573 0.00042909120329517447 0.00026593568167066509 -3.4189265294609767e-05 0.00067264605526587157 0.00068281650514707558 0.00042101944723696102 0.00042186136683905679 0.00054580266699032589 0.00053414009436904112 0.00064139571853890341 0.0005232245375225746 0.00025980834776133881 0.00059341543376993026 0.0005568566511959356
leaf_weight=692 50 190 26 28 71 32 32 70 41 59 49 60 85 112 20 389 35 22 22 96 41 36 32 45 120 460 24 20 126 36
leaf_count=692 50 190 26 28 71 32 32 70 41 59 49 60 85 112 20 389 35 22 22 96 41 36 32 45 120 460 24 20 126 36
internal_value=0 0.000339512 0.000305591 0.000620391 0.000382152 0.000628453 0.000505153 0.000646513 0.000576098 0.00021478 0.000424997 0.000194803 0.000241064 0.000587486 0.000641268 0.000610739 0.000550834 0.000130748 9.44781e-05 0.00062066 0.000595582 0.000480007 0.000325085 0.000627607 0.0005692 0.000653859 0.000614087 0.000359359 0.000572945 0.00063526
internal_weight=0 673 599 2448 325 2351 103 1748 603 274 97 248 144 562 1678 490 267 104 82 295 199 56 222 434 232 1188 74 69 158 496
internal_count=3121 673 599 2448 325 2351 103 1748 603 274 97 248 144 562 1678 490 267 104 82 295 199 56 222 434 232 1188 74 69 158 496
is_linear=0
shrinkage=0.00196078


Tree=8078
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 159 1 2 4 2 4 132 0 1 15 1 52 11 47 3 0 14 1 16 0 1210 42
split_gain=9.58008 1.57619 0.982016 0.754296 0.586591 0.480878 0.365659 0.300878 0.262229 0.261067 0.224848 0.215084 0.188462 0.254629 0.137324 0.110949 0.109637 0.0939785 0.0844235 0.0834069 0.0796035 0.0724137 0.0699456 0.0682511 0.0628125 0.082217 0.0603863 0.0724471 0.0637593 0.0720423
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 -1.0000000180025095e-35 0.077845000000000011 0.089885000000000007 0.40473500000000007 0.14753000000000002 0.40945500000000007 0.08764000000000001 -0.22491999999999998 0.091195000000000012 -0.41942499999999994 0.14754500000000001 -0.56176499999999996 1.0000000180025095e-35 0.090100000000000013 0.0068900000000000012 0.18019500000000002 -0.23083499999999998 0.11669000000000002 -0.079504999999999978 -0.11173999999999999 -0.080859999999999974 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 7 10 -4 -5 16 -6 13 22 17 -12 26 -14 -19 -17 -9 24 -10 -21 -3 -26 -1 -28 -29 -30
right_child=1 2 8 9 11 -7 -8 20 12 -11 15 -13 14 -15 -16 19 -18 18 -20 23 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0006339186268097504 0.00059206313342566709 0.00037109873326498827 0.00038961139261767513 0.00057647398905176408 0.00054408196124277274 0.00039898348208273349 0.00035651391752526847 0.00062131437162558239 0.00025201310076188038 0.00035198848714676728 0.00044688685467776478 0.00035046295002650691 0.00017261384567126745 0.00016821067917215473 0.00025069770497990808 0.00065670322358997826 0.00057125983092396013 9.7609764878071992e-05 -6.893428603648714e-05 0.00057285759972908982 0.0007530064527797543 0.00039118196924819667 0.00039757228559917875 0.00045682665764116773 0.00029567491284221816 0.00018021304392085196 0.00050593415679668456 0.00050132847007583166 0.00063064826650190966 0.00058219324773315631
leaf_weight=545 74 31 26 28 71 48 24 25 22 69 27 32 23 105 21 45 220 25 22 765 60 32 30 20 130 29 27 20 346 179
leaf_count=545 74 31 26 28 71 48 24 25 22 69 27 32 23 105 21 45 220 25 22 765 60 32 30 20 130 29 27 20 346 179
internal_value=0 0.000322088 0.000288735 0.000586236 0.000361632 0.000593227 0.000597276 0.000599811 0.00020227 0.000416788 0.000595377 0.000483928 0.000182629 0.000223781 0.000111631 0.000570584 0.000611269 6.99115e-05 1.9653e-05 0.000574608 0.000714273 0.000304891 0.00033599 0.000569901 0.000290358 0.000274616 0.000619149 0.000605076 0.000609988 0.000614127
internal_weight=0 673 599 2448 325 2351 2303 2279 274 97 2194 103 248 157 91 857 1337 70 47 830 85 222 52 785 190 159 1117 572 545 525
internal_count=3121 673 599 2448 325 2351 2303 2279 274 97 2194 103 248 157 91 857 1337 70 47 830 85 222 52 785 190 159 1117 572 545 525
is_linear=0
shrinkage=0.00196078


Tree=8079
num_leaves=31
num_cat=0
split_feature=1 52 3 52 124 51 42 2 12 14 456 157 15 14 15 4 0 15 16 52 0 51 156 3 3 160 16 4 12 4
split_gain=0.634253 0.140985 0.0819888 0.0557022 0.0547914 0.0463691 0.0418926 0.0417814 0.0395003 0.0360698 0.0301083 0.0303426 0.0332524 0.0446814 0.0350721 0.0300458 0.0473731 0.0468354 0.0451023 0.0316202 0.0293928 0.0287965 0.0280886 0.025943 0.0245054 0.0823967 0.0328917 0.0244932 0.0284705 0.0336647
threshold=0.10337500000000001 -0.40967499999999996 0.31534000000000006 0.19022000000000003 -0.076779999999999987 -0.41904999999999998 -0.0060199999999999993 0.13404500000000005 -0.42850999999999995 0.062655000000000016 0.095035000000000022 -0.080799999999999983 -0.24436499999999997 -0.47071999999999997 -0.14809499999999998 0.033845000000000007 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 1.0000000180025095e-35 -0.079119999999999982 0.14122000000000004 -0.080434999999999993 -0.059315 -0.11171999999999999 -0.081399999999999986 0.15273500000000004 0.24564500000000003 0.090695000000000012 0.065520000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 -3 -1 9 -4 15 11 -7 13 -13 -14 16 17 -6 -19 27 21 23 -22 -18 25 -24 -27 28 29 -17
right_child=1 2 8 -5 7 10 -8 -9 -10 -11 -12 12 14 -15 -16 19 20 18 -20 -21 22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0077226226838926484 0.0079246169100676122 0.008334396041685805 0.0034890829871541684 0.0069710864243097614 0.0089883357931215043 -2.4710904524129417e-06 0.0034692407051599666 0.004746508699775275 -0.00079337132868074296 0.0097189258737489584 -0.00016971959377683345 0.0068860225268113223 0.0086367442179471256 0.0021372034419384965 0.0042716215045083437 0.0058589357955497693 0.0081633905483155921 0.0014398827570292986 0.0070089410551680406 0.0080279553931106029 0.01074672452295604 0.0049924506306914355 0.00050063360806392582 0.011244807357434184 0.0074598119602106404 0.0052384951695178955 0.0095132089866739183 0.0030384561935163762 0.0051568544115734236 0.010703330873869933
leaf_weight=39 87 21 35 60 26 21 57 49 56 85 21 23 20 143 231 32 1129 33 26 102 23 28 23 28 513 36 36 27 85 26
leaf_count=39 87 21 35 60 26 21 57 49 56 85 21 23 20 143 231 32 1129 33 26 102 23 28 23 28 513 36 36 27 85 26
internal_value=0 0.00415081 0.00363049 0.00409843 0.007538 0.00373934 0.00519718 0.0076354 0.000853726 0.00769809 0.00352911 0.00370645 0.00389323 0.00279517 0.00461944 0.00761905 0.0077597 0.0054523 0.00389404 0.00663601 0.0078677 0.00816128 0.00731638 0.00823796 0.00718661 0.00571133 0.00737585 0.00580084 0.00632241 0.00803056
internal_weight=0 718 631 540 2403 480 96 2307 91 2258 459 438 417 166 251 2173 1901 85 59 272 1816 1185 631 1157 608 95 72 170 143 58
internal_count=3121 718 631 540 2403 480 96 2307 91 2258 459 438 417 166 251 2173 1901 85 59 272 1816 1185 631 1157 608 95 72 170 143 58
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=31
num_cat=0
split_feature=1 52 2 4 10 2 9 2 131 2 130 13 160 11 12 3 3 11 1 2 124 159 12 1 47 1 4 150 1212 124
split_gain=0.513745 0.114445 0.0698618 0.0456083 0.0455463 0.0468151 0.0828765 0.0415703 0.0341444 0.0621038 0.0300208 0.0308172 0.0368393 0.0269753 0.0287701 0.0266876 0.0815616 0.0337434 0.0266226 0.0348133 0.0286291 0.026364 0.0258577 0.0278575 0.0250916 0.0243176 0.0320236 0.0236489 0.0226398 0.0219913
threshold=0.10337500000000001 -0.42635499999999998 0.14753000000000002 0.40124500000000002 0.058500000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.092235000000000025 0.090030000000000013 0.31358000000000003 -0.076894999999999977 -0.010739999999999998 -0.063384999999999983 1.0000000180025095e-35 0.085785000000000014 -0.14186499999999996 -0.10831999999999999 1.0000000180025095e-35 0.086920000000000011 0.088125000000000023 -0.072314999999999977 0.082585000000000006 0.13597000000000004 0.084785000000000013 0.11170500000000001 0.10984500000000001 0.23246000000000003 0.083340000000000011 0.11579500000000002 -0.084284999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 6 29 13 9 -4 -7 -12 -13 18 -15 17 -17 -9 28 20 -20 22 23 27 25 -8 -27 -18 -1 -3
right_child=1 2 8 -5 -6 10 24 15 -10 -11 11 12 -14 14 -16 16 21 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0072325786385100642 0.0072518004532534305 0.003896849202923477 0.0017844684231518347 0.002251949537127406 0.0010717504410422407 -7.2329107024415865e-05 0.0055802169128230982 0.0048166601959130041 0.0046500594443863348 -0.0040679832454770803 0.0025759982448358065 0.0079337206685782553 0.0038430557875595629 0.011067466183698603 0.0070128356731895894 0.00075387921450393539 0.006264231655970811 0.009403348910921025 0.0029733663169844524 0.0023943178821355104 0.0067644987778940598 0.007702189085028073 0.0029720628506900676 0.0042615939269139286 0.0048562699549264563 0.011675786867737771 0.0066142785474658022 0.0097762282751500604 0.010628356746165083 -0.00038777098221623381
leaf_weight=1071 82 25 66 22 56 24 31 23 21 25 138 28 103 35 35 28 464 53 21 21 387 107 27 69 46 25 25 20 20 23
leaf_count=1071 82 25 66 22 56 24 31 23 21 25 138 28 103 35 35 28 464 53 21 21 387 107 27 69 46 25 25 20 20 23
internal_value=0 0.00373573 0.0032824 0.0067842 0.00376694 0.00408944 0.0053836 0.00682607 0.00101542 0.000176652 0.00331649 0.00361884 0.0047174 0.00712079 0.00904015 0.00623366 0.00604429 0.00801527 0.0070324 0.00636499 0.00656937 0.00625991 0.00599383 0.00614137 0.00672147 0.00778072 0.00914503 0.00640936 0.00729483 0.0018438
internal_weight=0 718 636 2403 524 468 175 2381 112 91 293 269 131 1590 70 791 715 76 1520 429 408 687 580 553 127 81 50 484 1091 48
internal_count=3121 718 636 2403 524 468 175 2381 112 91 293 269 131 1590 70 791 715 76 1520 429 408 687 580 553 127 81 50 484 1091 48
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=31
num_cat=0
split_feature=1 3 3 9 155 0 39 52 52 44 4 39 393 13 48 2 16 13 151 0 12 4 12 0 0 1 4 12 2 4
split_gain=0.416883 0.0649063 0.0576984 0.0487437 0.0472181 0.0441862 0.0438906 0.0364739 0.0417092 0.0356938 0.0431904 0.0334414 0.0336416 0.0330633 0.0316787 0.0292483 0.0259724 0.0241402 0.0225059 0.0220522 0.0213529 0.0208663 0.0288325 0.0261115 0.0252907 0.05539 0.0373563 0.0215931 0.0202484 0.0202377
threshold=0.10920500000000001 0.31534000000000006 0.11924500000000002 -1.0000000180025095e-35 0.084785000000000013 -0.097274999999999986 0.083240000000000022 -0.087769999999999987 1.0000000180025095e-35 0.081805000000000017 0.042705000000000007 0.087735000000000021 0.084355000000000013 -0.47860499999999995 -0.035774999999999994 0.11411 -0.16075999999999999 -0.11122999999999998 -0.065174999999999983 -0.07384499999999998 -0.26532499999999998 -0.082249999999999976 0.11527000000000001 -0.038659999999999993 -0.11991499999999998 0.085110000000000005 1.0000000180025095e-35 0.084405000000000022 0.10136500000000002 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 11 -4 9 -8 19 10 21 12 15 20 -12 29 -16 -17 -19 28 -3 22 -5 24 25 -23 -27 -26 -9 -2
right_child=1 13 5 6 -6 -7 7 8 -10 -11 14 -13 -14 -15 16 17 -18 18 -20 -21 -22 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0020687315387961764 0.0078776721881392113 0.0040390134832166413 -0.00046560670016333462 0.0069352433591675011 0.0069980802919183465 0.0057388733227112841 0.0075424949039838143 0.0058324315340723843 0.0064696187939262025 0.0098377619490579334 0.0015952150582355291 0.0019867427400114186 -1.3364155893214048e-05 -0.0019817565666568099 0.0064235978853852994 0.0012765173030936201 0.0045152758153839201 0.0016338297174885296 0.0051389807812689293 -0.00019734233187941407 0.00019238623790442946 0.0081602316835477692 0.0030785754183307295 0.0025418483145767824 0.0074109441899006664 0.00092645475064943503 0.0060325790156164905 0.0061435855191176759 0.0015635247645332129 0.0046344087378136318
leaf_weight=30 24 27 24 630 35 22 28 20 32 27 24 152 21 33 130 46 158 26 62 26 31 29 20 20 153 38 23 1108 25 97
leaf_count=30 24 27 24 630 35 22 28 20 32 27 24 152 21 33 130 46 158 26 62 26 31 29 20 20 153 38 23 1108 25 97
internal_value=0 0.00298678 0.0060115 0.00607555 0.00346664 0.00250175 0.0061238 0.00434216 0.00347217 0.0062227 0.00618086 0.00317786 0.00383383 0.000545268 0.00508579 0.00415066 0.00537667 0.00313296 0.00410337 0.00212121 0.00198306 0.00634992 0.00681658 0.00612867 0.00618177 0.00456224 0.00285171 0.00629736 0.00346082 0.0052777
internal_weight=0 554 2567 2521 463 46 2491 131 103 2360 2333 428 276 91 312 255 288 134 88 71 58 2021 650 1371 1351 90 61 1261 45 121
internal_count=3121 554 2567 2521 463 46 2491 131 103 2360 2333 428 276 91 312 255 288 134 88 71 58 2021 650 1371 1351 90 61 1261 45 121
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 123 4 1 10 0 16 52 15 10 2 9 4 3 2 4 16 124 15 0 1 47 133 39 3 14
split_gain=0.341045 0.0788231 0.0527052 0.0525432 0.0521164 0.0456304 0.0437482 0.0396986 0.0367054 0.0383337 0.0329625 0.0339922 0.0379434 0.0318265 0.0400682 0.0329315 0.0310112 0.0330402 0.0415261 0.0376561 0.0352631 0.0295005 0.0277707 0.0364626 0.0330714 0.0253785 0.0211458 0.0246065 0.0348075 0.0337141
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 0.073895000000000002 -0.011209999999999999 0.083855000000000013 -0.018869999999999994 0.093575000000000019 -0.079859999999999987 -0.05208999999999999 -0.013324999999999998 -0.15275999999999998 -0.07490999999999999 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.042705000000000007 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 0.13751500000000003 -0.082899999999999988 1.0000000180025095e-35 0.11070500000000001 0.082005000000000008 0.11596500000000001 -1.0000000180025095e-35 0.098220000000000016 0.149315 -0.072219999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -8 9 -2 -4 -12 -13 14 15 -10 17 18 -3 20 -19 -6 23 -20 -24 -17 -16 28 29 -28
right_child=8 16 10 6 21 -7 7 -9 13 -11 11 12 -14 -15 26 25 -18 19 22 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0028642415889242497 0.0016915739726220424 0.01083103627897799 0.0039415637523904819 0.0069556382694648299 0.0020397590088014977 0.0034408133874724934 0.005760363100683747 0.0026740267472009044 0.0016112619431051254 -0.0038258073753968352 0.0038625997353207184 0.00232042112786855 -0.0036909489582328775 0.00010460758931003512 -0.00070041639794362709 0.0072977833722422773 0.0046322652378485577 -8.6405281697145926e-05 0.0020843950230628253 0.0056829954243925711 0.0051484626883100126 0.0068067746976500053 0.0062222840290015683 0.0065980131870933953 0.011298695246555976 0.0033039313597747915 0.0082742198253981779 0.00030536381169580498 0.0013734379404352285 0.0030999578168441934
leaf_weight=22 34 25 99 127 21 24 103 70 27 20 27 21 21 48 25 41 298 22 25 1669 31 34 33 63 21 26 20 39 51 34
leaf_count=22 34 25 99 127 21 24 103 70 27 20 27 21 21 48 25 41 298 22 25 1669 31 34 33 63 21 26 20 39 51 34
internal_value=0 0.00530756 0.00425909 0.00488204 0.00290922 0.000425352 0.00554622 0.00451156 0.00205469 -0.000351901 0.00277217 0.00109433 -0.000685264 0.00247255 0.00290472 0.00455974 0.00558034 0.0057299 0.00707287 0.00559966 0.0029755 0.00498664 0.00641122 0.00531574 0.00819644 0.00574793 0.00198418 0.00245026 0.00324694 0.00501635
internal_weight=0 2756 569 401 101 46 300 173 365 54 168 69 42 311 263 94 2187 1889 167 1722 53 55 142 88 54 67 169 144 105 54
internal_count=3121 2756 569 401 101 46 300 173 365 54 168 69 42 311 263 94 2187 1889 167 1722 53 55 142 88 54 67 169 144 105 54
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=31
num_cat=0
split_feature=1 1 457 4 123 132 1 3 155 0 16 14 49 47 40 15 12 49 13 150 2 16 1 1456 4 0 2 47 52 43
split_gain=0.276246 0.0660561 0.0495169 0.0434276 0.041638 0.0329526 0.0321713 0.0275304 0.0380481 0.0272459 0.026886 0.0265115 0.0262432 0.0251004 0.0309798 0.02774 0.0379176 0.0264967 0.0240802 0.0230211 0.0226751 0.0272504 0.032123 0.0220456 0.0238903 0.0219759 0.0296626 0.026531 0.0209005 0.035981
threshold=0.11829500000000003 0.095950000000000021 0.079590000000000008 0.26790000000000008 0.084880000000000025 0.078465000000000021 0.14860500000000001 -0.11171999999999999 0.11562500000000002 -0.010949999999999998 -0.25582999999999995 0.062655000000000016 -0.0069299999999999995 0.085505000000000012 -0.0087249999999999984 -0.45963999999999994 0.11734000000000001 -0.049039999999999993 -0.099939999999999987 1.0000000180025095e-35 0.092235000000000025 -0.45661999999999997 0.08864000000000001 -0.00059999999999999995 0.066685000000000008 0.062580000000000011 0.10672500000000001 0.081320000000000017 0.26391000000000003 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -5 7 13 8 -3 10 -8 20 19 15 -15 -2 17 -17 -19 -9 28 -22 25 -14 -25 27 -27 -23 -1 -30
right_child=6 2 -4 4 -6 -7 9 12 -10 -11 -12 -13 23 14 -16 16 -18 18 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0052714225711609011 0.0032398481573431104 0.010051448570321435 0.0016117913914058591 0.0033897351975610947 -0.0017180667596403511 0.00098459020849655968 -0.0012536426537818361 0.0083242724874410135 0.0051668184536258479 -0.0030072704719548878 0.0035861281581067795 0.0067599761840288668 0.0064903245739904901 0.00064989338675513868 0.0047666590903913059 0.00231512145045498 0.0048152761696837847 -0.003766508092997934 0.00016909701275235079 0.0044623580505051934 0.0065028369287410603 0.0044990835425246936 0.0012998354986741428 0.0029205586663652761 0.0062289157022650428 0.004394784421232101 -0.00017836674764428449 0.0077141288064282252 0.00027367547154426574 0.0049256398781047511
leaf_weight=1351 73 23 88 79 20 22 22 29 52 22 24 84 28 25 68 36 20 22 53 33 61 520 34 136 26 37 23 27 23 60
leaf_count=1351 73 23 88 79 20 22 22 29 52 22 24 84 28 25 68 36 20 22 53 33 61 520 34 136 26 37 23 27 23 60
internal_value=0 0.0047768 0.00378045 0.00420644 0.00235786 0.00473082 0.00184922 0.00498286 0.00666477 -0.000112838 0.00127146 0.00501736 0.0044823 0.00229844 0.00366 0.00167773 0.000807243 8.50751e-05 -0.000985347 0.00626874 0.00494883 0.00448316 0.00429096 0.00389935 0.00345153 0.0044585 0.00264174 0.00465778 0.0051768 0.00363654
internal_weight=0 2756 536 448 99 349 365 327 75 68 46 2220 252 297 93 204 131 111 75 62 2136 702 641 190 162 607 60 547 1434 83
internal_count=3121 2756 536 448 99 349 365 327 75 68 46 2220 252 297 93 204 131 111 75 62 2136 702 641 190 162 607 60 547 1434 83
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 2 4 4 2 14 0 0 2 50 12 133 457 0 16 4 15 0 13 1 2 12 0 11
split_gain=12.0076 1.49584 1.26731 1.20216 0.819647 0.535386 0.493857 0.331151 0.311919 0.27839 0.252003 0.239528 0.220991 0.216521 0.24172 0.192072 0.174374 0.165417 0.163774 0.151248 0.163769 0.136434 0.235102 0.138588 0.136396 0.124301 0.121767 0.112442 0.110822 0.103087
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.091475000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.0061450000000000003 0.10803500000000001 0.076175000000000007 -0.23194499999999998 -0.067094999999999988 0.10444500000000002 0.086295000000000011 0.12757000000000002 -1.0000000180025095e-35 0.045365000000000009 -0.11173999999999999 -0.43320999999999993 -0.059649999999999988 -0.037864999999999989 0.13134000000000004 -1.0000000180025095e-35 0.12656000000000003 0.31765000000000004 0.093765000000000015 -0.22491999999999998 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 12 27 11 25 -6 16 -9 19 -1 14 18 26 29 -12 -10 20 -4 23 -23 -14 -19 -2 -3 -5 -26 -8
right_child=1 15 6 5 8 -7 9 10 13 -11 17 -13 21 -15 -16 -17 -18 24 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00084751207720149642 0.00033232946001014117 0.00016823280426562896 0.00068967392214206087 0.00074088860299987658 0.00067171266256518792 0.00036181121983051953 0.00066894924347236961 0.00054082701270304176 0.00061543438157936944 0.00058524582776965802 0.00018837214917132332 0.00085120986375357486 0.00075983366671547158 0.0003152073059115942 0.00038830669019988378 0.00031889199097312785 0.00052668548305150758 0.00032277415147957634 0.00045780012306954085 0.0007118798173597283 0.00047064795864034656 0.00065059488788286586 0.00043965279977737352 0.00057364320996717124 0.00033908978773233216 0.00018436406048592824 3.7349435461787991e-06 0.0005876089576457112 0.00050197691420992327 0.00075256333886705154
leaf_weight=22 35 81 35 23 31 43 566 32 58 191 21 46 51 33 58 27 31 88 45 1156 21 74 28 22 26 58 22 92 42 63
leaf_count=22 35 81 35 23 31 43 566 32 58 191 21 46 51 33 58 27 31 88 45 1156 21 74 28 22 26 58 22 92 42 63
internal_value=0 0.000357403 0.000668025 0.000409889 0.000569939 0.000548471 0.000687651 0.000337385 0.00048908 0.00065117 0.000380697 0.00071233 0.000662291 0.000459896 0.000489553 0.000171685 0.000670249 0.000351747 0.000546565 0.000707059 0.000607539 0.000639006 0.000592689 0.000703721 0.00037374 0.00024005 0.000133097 0.000618265 0.000439697 0.000677324
internal_weight=0 590 2531 460 422 158 2109 302 225 851 209 1258 197 194 161 130 660 177 103 1212 56 175 102 73 156 93 103 115 68 629
internal_count=3121 590 2531 460 422 158 2109 302 225 851 209 1258 197 194 161 130 660 177 103 1212 56 175 102 73 156 93 103 115 68 629
is_linear=0
shrinkage=0.00196078


Tree=8085
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 2 2 1 4 0 15 150 1 4 0 3 158 14 43 47 1 11 1 15 157 12
split_gain=9.34346 1.5446 0.950539 0.742376 0.585871 0.492042 0.343528 0.258347 0.255975 0.249275 0.234031 0.18783 0.150137 0.152276 0.185178 0.139847 0.113941 0.107572 0.142427 0.124054 0.0964706 0.0944257 0.0932244 0.0931226 0.0816421 0.0658077 0.0650359 0.0662996 0.0631939 0.0566386
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.36766000000000004 0.14285500000000004 0.14285500000000004 0.077845000000000011 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.15471500000000002 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.085030000000000008 -0.45687499999999998 -0.080324999999999994 0.090100000000000013 0.097525000000000014 0.075910000000000019 0.083345000000000016 -0.10091499999999999 -0.0045449999999999996 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 -6 10 15 -4 -5 13 14 -1 24 21 -15 -19 -20 26 -10 -13 -3 -7 -8 -14 -28 -21 -30
right_child=1 2 8 11 7 9 25 -9 16 -11 -12 22 20 17 -16 -17 -18 18 19 28 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00067541662918027404 0.00060011537989407033 0.00029837470208039991 0.00036949186701996939 0.00056106957557405075 0.00055970952750174121 0.00055271314480645397 0.00065768084572810745 0.00034750909202129523 0.0003180950224700877 0.00039182615048748842 0.00018061285761405399 0.00041670299300244923 0.00055908717916653013 0.00075145116471268629 0.00046473353625010926 0.00041978181063852927 6.8202749265133494e-05 0.00062495014819453378 0.00045214571653544403 0.00066578781033393346 0.00064531462626732047 0.00017212020501634147 0.00025784609592793622 0.00041271043770464922 0.00062965668861151615 0.00077935964702347872 0.0005349218005350992 0.00038206283249618377 0.00048027381624410798 0.00058758402438363361
leaf_weight=23 74 190 61 28 71 309 25 32 20 39 43 49 81 23 53 27 35 1301 28 36 33 115 20 32 64 54 24 20 21 190
leaf_count=23 74 190 61 28 71 309 25 32 20 39 43 49 81 23 53 27 35 1301 28 36 33 115 20 32 64 54 24 20 21 190
internal_value=0 0.000332859 0.000299843 0.000593725 0.000371562 0.000600661 0.000614253 0.000493783 0.000214774 0.000541462 0.000291398 0.000425622 0.000608797 0.000614247 0.000528493 0.000556051 0.000167899 0.000618323 0.00061638 0.000575837 0.000551018 0.000193746 0.000370658 0.000314856 0.000565915 0.000740854 0.000526124 0.00046544 0.000589859 0.000576904
internal_weight=0 673 599 2448 325 2351 1912 103 274 439 104 97 1833 1675 76 400 170 1599 1576 275 158 135 69 222 373 79 125 44 247 211
internal_count=3121 673 599 2448 325 2351 1912 103 274 439 104 97 1833 1675 76 400 170 1599 1576 275 158 135 69 222 373 79 125 44 247 211
is_linear=0
shrinkage=0.00196078


Tree=8086
num_leaves=31
num_cat=0
split_feature=1 3 3 130 2 9 1 44 4 39 1 43 42 40 1 1 4 0 133 13 484 484 51 16 402 402 4 403 3 42
split_gain=0.319396 0.0501739 0.0450676 0.0414718 0.0384582 0.0364806 0.0340958 0.0335753 0.0392494 0.0281827 0.0260933 0.0285429 0.0251067 0.0380348 0.025098 0.0242443 0.0218732 0.0208623 0.0211013 0.0206498 0.0376433 0.0386247 0.0542186 0.0477657 0.0311551 0.0373406 0.0617479 0.049871 0.0363106 0.0989438
threshold=0.10920500000000001 -0.034684999999999994 0.11924500000000002 -0.072444999999999982 0.10731 -1.0000000180025095e-35 0.16540500000000002 0.081805000000000017 0.042705000000000007 0.08456000000000001 0.13075500000000004 0.070450000000000013 -0.078304999999999986 -0.081804999999999975 0.083345000000000016 0.093400000000000025 0.0049200000000000008 -0.11991499999999998 -0.065894999999999981 -0.085384999999999975 0.091180000000000011 0.085740000000000011 -0.025069999999999999 -0.0087049999999999992 -1.0000000180025095e-35 0.012085000000000002 -0.0086549999999999978 0.24690500000000001 -0.083784999999999984 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 -1 -3 8 9 19 11 16 -11 -14 17 -16 -5 18 -10 20 21 22 23 -7 -24 26 28 -27 -26 -30
right_child=1 6 4 10 -6 7 -8 -9 14 12 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=0.0019175726283962528 0.00066798577706019089 0.0022108856134190531 0.0049937695012583086 0.0061245802616444883 -0.00079460267231545661 0.0066744724283593574 -0.0017732514473407165 0.0089328654144925097 0.0045598929451609203 0.0065494508059187372 0.0021405718240809319 0.0086570585821755235 0.0047382585203387976 -0.0005591545658914939 -6.2227179296314722e-06 0.0038591722322412671 0.0033672285781270179 0.0045242753084679755 0.0087679110180873144 0.0054506113347330019 0.0093166379464997198 0.0018686861688779158 0.0077898870261733314 0.012540902739957624 0.0049139381532268735 0.0083738538981351397 0.0072034537977681071 0.0030507181344243389 -0.0020061186997086876 0.0056873594454373236
leaf_weight=30 33 325 24 51 22 35 23 27 22 22 36 20 33 23 20 86 66 206 26 1564 36 22 59 23 71 66 59 24 35 32
leaf_count=30 33 325 24 51 22 35 23 27 22 22 36 20 33 23 20 86 66 206 26 1564 36 22 59 23 71 66 59 24 35 32
internal_value=0 0.00267976 0.00532731 0.00391668 0.00222542 0.00538391 0.00194757 0.00542566 0.00538722 0.00555232 0.00453637 0.00516593 0.00368705 0.00256254 0.00442236 0.00312985 0.00456915 0.00496175 0.00683924 0.00562413 0.00621153 0.00594913 0.00617133 0.00900082 0.00569702 0.00526678 0.00449581 0.00695435 0.0033382 0.00166838
internal_weight=0 554 2567 206 46 2521 348 2491 2464 2104 173 137 78 56 360 106 117 254 48 2026 462 426 404 58 346 287 197 90 138 67
internal_count=3121 554 2567 206 46 2521 348 2491 2464 2104 173 137 78 56 360 106 117 254 48 2026 462 426 404 58 346 287 197 90 138 67
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=31
num_cat=0
split_feature=1 52 1 15 157 1 4 52 15 157 0 1 4 51 52 50 33 51 34 2 150 13 41 475 43 43 12 3 13 43
split_gain=0.258711 0.0446973 0.0462733 0.0385651 0.0358877 0.0338597 0.0409275 0.0375157 0.0363558 0.096468 0.0590123 0.0427066 0.0374006 0.0371747 0.0365906 0.0299978 0.0279454 0.0238941 0.0250907 0.0283157 0.0358684 0.0254176 0.0247181 0.0229461 0.0303112 0.0228907 0.0252592 0.0262818 0.0227298 0.0226509
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.024640000000000006 -0.0091799999999999989 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 -0.0079099999999999986 -0.080299999999999996 -0.030209999999999997 0.079415000000000013 -0.064054999999999987 -0.089864999999999987 0.10024500000000001 0.13705000000000003 0.08573500000000002 -0.24351499999999995 -0.010024999999999997 0.11448000000000001 0.091105000000000005 -0.049279999999999997 0.08690500000000001 -0.085719999999999977 -0.085474999999999982 -0.080324999999999994 0.092200000000000018 -1.0000000180025095e-35 -0.11122999999999998 -0.077319999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 15 5 -5 8 -7 25 10 13 12 14 -1 -10 29 16 17 -3 -19 20 21 -20 -21 24 -14 -8 27 -27 -4 -11
right_child=1 2 28 4 -6 6 7 -9 9 11 -12 -13 23 -15 -16 -17 -18 18 19 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0093329487182199963 0.0052635674490593377 0.005155697277223226 0.0014243977746446037 0.0089005516304706163 0.005142251227360721 0.0056260754827123427 0.0035313386468341884 0.0055822504905671325 -0.0029680050658778506 0.0028784886843317911 -0.00030514531037104982 0.0068182529683789173 0.0089433766363072216 0.0024897836331850462 -8.6984953478626585e-05 0.0058523238971829421 0.005840907544119373 -0.00028611794019209059 0.0066334303601511893 0.0012925639063184995 -0.00010080358712002635 0.00294336989914882 0.0049709513830021026 0.0047938492715140016 0.0051432078666068977 -0.0022434300360535935 0.003691275857688327 0.0016756923222353429 -0.0024070093699265272 0.0066338313853865939
leaf_weight=20 50 24 32 26 1115 65 67 38 26 36 21 59 32 24 23 25 21 46 35 211 20 40 20 825 61 28 28 44 30 29
leaf_count=20 50 24 32 26 1115 65 67 38 26 36 21 59 32 24 23 25 21 46 35 211 20 40 20 825 61 28 28 44 30 29
internal_value=0 0.00241179 0.00212887 0.00479458 0.00522789 0.00444787 0.00343959 0.00274632 0.00468337 0.00344604 0.00493754 0.00473662 0.00505491 -0.000348266 0.00334098 0.00248774 0.00228603 0.00209751 0.00190021 0.00220871 0.00366199 0.0046654 0.00161104 0.00496171 0.00645079 0.00210102 0.0011427 0.000151589 -0.000429509 0.00455395
internal_weight=0 554 504 2567 1141 1426 270 205 1156 197 959 147 938 50 88 442 417 396 372 326 95 75 231 918 93 167 100 72 62 65
internal_count=3121 554 504 2567 1141 1426 270 205 1156 197 959 147 938 50 88 442 417 396 372 326 95 75 231 918 93 167 100 72 62 65
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=31
num_cat=0
split_feature=1 2 0 10 10 106 2 10 2 44 14 14 9 11 47 4 43 471 13 15 3 2 48 2 3 48 4 15 4 16
split_gain=0.212037 0.0554543 0.040475 0.0314386 0.0345254 0.0300321 0.0272623 0.0269998 0.0295373 0.0256265 0.0251308 0.024815 0.0242127 0.0230563 0.0202978 0.0201138 0.0237437 0.0247307 0.0355094 0.026419 0.0217183 0.0199672 0.0182345 0.0249926 0.0368932 0.0211827 0.0179785 0.0283865 0.0268193 0.0196038
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -0.079859999999999987 -0.38851999999999992 0.086340000000000014 0.15361500000000003 1.0000000180025095e-35 0.11870500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 0.08740500000000001 0.11518500000000002 -0.50427999999999995 -0.072534999999999988 -0.04945999999999999 0.10002500000000002 0.024640000000000006 -0.075634999999999994 -0.090999999999999984 -0.065739999999999979 0.11215000000000001 0.11924500000000002 0.085485000000000019 -0.062539999999999984 -0.41942499999999994 0.51388000000000011 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 -2 9 15 8 12 11 -3 13 -5 21 -14 -4 20 -18 19 -19 -17 -1 -12 25 -25 -24 -10 28 -28 -29
right_child=3 2 6 7 -6 -7 -8 -9 26 -11 22 -13 14 -15 -16 16 17 18 -20 -21 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.0021421399524410231 0.0013816058852278408 0.005313198869116605 0.00654322689709564 0.0013470837326841085 -0.0038545413687825201 0.0010278639476746321 0.00043668035637396815 -0.00012474498398660217 0.004262592969462276 0.0080768313397129535 0.003956603849772364 0.0061539800415801654 0.0063689279127477974 0.0010312716418411584 0.00283994073813249 0.0041421798047459948 0.0062473885787767362 0.0025397386672386135 -0.00088419862917031751 0.0049538050981294988 0.0068822367182479072 0.0044870223028002252 -0.0032879932050127536 0.0044269601994061051 -0.00027091775409644471 0.0011185303311018894 0.0048913824072769792 0.0010794646537196342 0.00072955556989957892 -0.0022250645532039927
leaf_weight=37 34 20 30 27 20 25 22 48 23 20 25 85 39 20 28 112 25 136 22 68 39 1959 20 35 32 24 32 58 30 26
leaf_count=37 34 20 30 27 20 25 22 48 23 20 25 85 39 20 28 112 25 136 22 68 39 1959 20 35 32 24 32 58 30 26
internal_value=0 0.00423442 0.00339306 0.00166954 -0.000557708 0.00447357 0.00387055 0.00205626 0.00245432 0.00451418 0.00200345 0.00448027 0.0038753 0.0044097 0.00489413 0.00404543 0.00385902 0.00326293 0.00293279 0.00334443 0.00484988 0.00444356 0.00151672 0.000967199 0.0021832 -0.000884435 0.00166395 0.00125458 0.0028776 5.66342e-05
internal_weight=0 2756 610 365 54 2146 454 311 263 2121 156 2101 94 2016 67 432 402 251 226 204 151 1996 136 111 67 44 169 146 62 84
internal_count=3121 2756 610 365 54 2146 454 311 263 2121 156 2101 94 2016 67 432 402 251 226 204 151 1996 136 111 67 44 169 146 62 84
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 1 4 150 52 0 50 2 49 1 1 11 0 1 2 49 1 1 4 1420
split_gain=25.9841 3.94315 2.36046 1.81819 1.30742 1.23217 0.996662 0.794614 0.776092 0.745685 0.687422 0.425759 0.375045 0.356665 0.329436 0.324063 0.257644 0.222776 0.204707 0.198491 0.188261 0.166075 0.165212 0.141495 0.137452 0.123414 0.112024 0.100827 0.0958184 0.0878651
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.089625000000000024 -0.15289999999999995 1.0000000180025095e-35 -0.52606999999999993 -0.10607499999999999 0.041865000000000006 0.089885000000000007 -0.054984999999999992 0.13075500000000004 0.12000500000000001 1.0000000180025095e-35 -0.067624999999999977 0.13288500000000003 0.31358000000000003 -0.053364999999999996 0.12958500000000003 0.122715 0.018150000000000003 -0.0018599999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 20 26 11 -4 13 17 -9 21 -2 -13 24 29 -16 -5 -3 28 -17 -14 -6 -11 -8 -20 -7 -1
right_child=1 4 9 19 16 10 7 12 -10 25 -12 15 23 -15 18 22 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034294056462811991 0.0033270093662286894 0.002758470641242133 0.0032137860201359343 0.0028851951376285428 0.0025499097138346294 0.0032526564945820438 0.0031439877642617229 0.0030584725328520229 0.0035083408356943119 0.0029336196603522032 0.0029592336107816838 0.0030738741024586946 0.0027967332904755625 0.0030111596614372832 0.0029528366528750578 0.0032814445807387909 0.0027235032656253914 0.0032828254914365244 0.003213727423978254 0.0026742064582756142 0.002571138210120969 0.0033470060501922939 0.0031318442640351314 0.0026277408880345963 0.00237474625844971 0.0027595012795691397 0.0029590493557499903 0.003054792495891382 0.0031867933375778427 0.0033321248571961731
leaf_weight=37 45 30 34 60 61 203 34 20 76 34 41 39 142 28 21 251 26 436 57 24 66 49 32 22 24 29 20 21 146 1013
leaf_count=37 45 30 34 60 61 203 34 20 76 34 41 39 142 28 21 251 26 436 57 24 66 49 32 22 24 29 20 21 146 1013
internal_value=0 0.00284449 0.00327952 0.00305417 0.00273706 0.00329189 0.00279833 0.00286635 0.00331424 0.00297977 0.00320172 0.00330608 0.00280498 0.00322506 0.0031879 0.00324144 0.0025527 0.00332008 0.00312467 0.00282491 0.00262968 0.00324011 0.00326453 0.00277406 0.00250045 0.00285347 0.00307549 0.00317094 0.0032251 0.00333555
internal_weight=0 673 2448 228 445 2351 334 238 1884 97 467 1808 184 426 144 322 111 1486 99 84 96 398 283 164 85 63 54 78 349 1050
internal_count=3121 673 2448 228 445 2351 334 238 1884 97 467 1808 184 426 144 322 111 1486 99 84 96 398 283 164 85 63 54 78 349 1050
is_linear=0
shrinkage=0.00196078


Tree=8090
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 150 1 2 4 1 4 2 50 2 1 124 1 52 3 1 49 2 0 1
split_gain=26.3995 4.27757 2.15953 2.04331 1.33052 1.2773 0.884522 0.836883 0.679393 0.655916 0.633586 0.431702 0.392977 0.362505 0.340011 0.338447 0.296661 0.294187 0.272794 0.271602 0.240964 0.226887 0.211482 0.155077 0.153496 0.150493 0.148509 0.148244 0.13185 0.108078
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099185000000000009 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.077845000000000011 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.062539999999999984 0.12337000000000002 -0.55119499999999988 0.088850000000000012 0.041865000000000006 -1.0000000180025095e-35 0.13075500000000004 -0.081214999999999982 0.076935000000000017 -0.11183499999999999 -0.12711499999999995 0.13288500000000003 -0.053364999999999996 0.31358000000000003 -0.030209999999999997 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 6 21 12 29 11 -4 22 16 19 -10 23 -1 24 27 -14 -5 -3 28 -2 -18 -16 -12 -7 -6 -8
right_child=1 5 10 20 9 18 8 -9 14 -11 26 -13 13 -15 25 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013864488293087226 0.0011555887289706644 0.00056163278390087331 0.0010770699077126693 0.0007182956652508842 0.0010608921534883298 0.0003800049350714914 0.00094993232288575092 0.0013516317664715775 0.00086124450791753339 0.00079628366679452016 0.00081701194204870052 0.00082061885822178266 0.00091479424522871399 0.00085273342009852915 0.00062514893201255455 0.00083880249245840309 0.0010367858473972608 0.0011144988377094981 0.00055815777537689668 0.0011177115762259775 0.00048582713984050396 0.0003709862878286657 0.0011549372038623764 0.0010127707278611614 0.0011770904996514439 0.00045069951593955572 0.00063505987513213147 0.00019809481751758093 0.00092193172064542449 0.00076828043834835879
leaf_weight=21 57 48 28 60 277 61 34 76 22 41 35 28 28 25 140 27 31 524 26 269 24 48 92 60 910 22 34 24 29 20
leaf_count=21 57 48 28 60 277 61 34 76 22 41 35 28 28 25 140 27 31 524 26 269 24 48 92 60 910 22 34 24 29 20
internal_value=0 0.000676522 0.00111501 0.000894913 0.00112684 0.000564628 0.000625188 0.00115007 0.000689273 0.00103315 0.000828303 0.00105595 0.00114159 0.00107949 0.00063252 0.00103668 0.00115505 0.00115173 0.000382403 0.00109858 0.000651876 0.00046631 0.00107251 0.00108235 0.00117247 0.000601458 0.000727354 0.000328642 0.00104772 0.000882654
internal_weight=0 673 2448 228 2351 445 334 1884 238 467 97 426 1808 322 184 144 1486 1465 111 297 84 96 398 117 941 162 69 85 306 54
internal_count=3121 673 2448 228 2351 445 334 1884 238 467 97 426 1808 322 184 144 1486 1465 111 297 84 96 398 117 941 162 69 85 306 54
is_linear=0
shrinkage=0.00196078


Tree=8091
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 1 14 2 2 2 4 16 2 2 1 131 2 475 1447 52 0 47 14 1 1 16 48 12
split_gain=10.4242 1.6017 1.08803 0.978948 0.621363 0.573044 0.291257 0.266424 0.25885 0.239549 0.239023 0.199861 0.253227 0.196087 0.131733 0.111644 0.160426 0.0966433 0.124528 0.0930876 0.080836 0.0787587 0.111146 0.0779274 0.0818654 0.0747798 0.0696386 0.0895951 0.0952155 0.0621455
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14960000000000004 0.14285500000000004 0.42051500000000003 -0.52595999999999987 -0.090999999999999984 0.089885000000000007 0.088975000000000012 0.086835000000000009 0.31358000000000003 -0.082014999999999991 -0.082869999999999985 -0.56176499999999996 -0.030209999999999997 0.090100000000000013 -0.10708499999999999 0.086920000000000011 0.11669000000000002 -0.29154999999999992 0.083685000000000009 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 8 -4 -5 14 -6 13 12 -8 -7 -1 25 20 18 -13 -15 -17 -21 29 24 -3 -16 27 -26 -29 -23
right_child=1 2 6 7 9 10 11 -9 -10 -11 -12 17 -14 19 15 16 -18 -19 -20 21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00045460901582537223 0.00058639723237417232 0.00036978973886089438 0.0003834399913028894 0.00053625341264193721 0.00053467482825499742 0.00035488794986889059 0.00031130020697416982 0.00032204424484800066 0.0007222312849526312 0.00031699718497300215 0.00035142464265452072 0.00011224205405990358 0.00014410234686425502 0.00063686371103678619 0.00062598854483827352 0.00068623534227608876 0.00043117012217539733 0.0002152006773098825 -6.5692144026066742e-05 0.00066342860898550816 0.00058226302821059311 0.00056157073618181988 0.00045578255890843701 0.00038430195135708131 0.00035854514937355269 0.00059377567345619971 0.00017234554529941382 0.00015128344370453966 0.00029013099296816406 0.00047699357868317353
leaf_weight=22 72 32 26 34 77 20 59 65 76 26 26 62 85 46 928 31 26 22 20 20 396 276 55 32 39 395 28 28 59 38
leaf_count=22 72 32 26 34 77 20 59 65 76 26 26 62 85 46 928 31 26 22 20 20 396 276 55 32 39 395 28 28 59 38
internal_value=0 0.000310181 0.000276756 0.000586618 0.000354223 0.000594648 0.000186002 0.000395611 0.000610144 0.000479727 0.000534275 0.000165302 0.000212607 0.000544724 0.000605406 0.000607274 0.000580706 9.98036e-05 6.88435e-05 0.000553452 0.000589811 0.000543588 0.000537093 0.000294924 0.000279548 0.000616371 0.000260796 0.000280452 0.000245444 0.000551335
internal_weight=0 667 595 2454 321 2355 274 99 1874 103 481 248 144 455 1798 1776 453 104 82 435 427 389 369 218 186 1323 154 126 87 314
internal_count=3121 667 595 2454 321 2355 274 99 1874 103 481 248 144 455 1798 1776 453 104 82 435 427 389 369 218 186 1323 154 126 87 314
is_linear=0
shrinkage=0.00196078


Tree=8092
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 12 2 1 47 2 4 14 2 4 11 3 2 1 4 1 12 150 15 11 43 15 159 160 10 472
split_gain=15.7219 2.48806 1.45577 1.22876 0.850249 0.849137 0.573381 0.455581 0.4135 0.39763 0.351338 0.322082 0.297474 0.301161 0.213612 0.161463 0.144688 0.122274 0.117122 0.126433 0.120451 0.107755 0.0962204 0.0952166 0.0948645 0.0933391 0.0895998 0.0903955 0.0859035 0.078178
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.36766000000000004 0.088725000000000012 0.089885000000000007 0.092845000000000025 0.13082500000000002 0.13754500000000003 0.40473500000000007 0.062655000000000016 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 -0.11171999999999999 0.094835000000000017 0.086920000000000011 -0.0073899999999999999 0.086920000000000011 0.095780000000000018 0.086615000000000011 -0.059484999999999989 0.082485000000000017 -0.016814999999999997 -0.41942499999999994 0.08154500000000002 -0.013084999999999998 -0.38124499999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 6 21 11 16 12 14 -7 17 13 -4 15 24 -1 29 -17 20 -20 26 -18 -16 -8 -14 27 -3 -27 -5
right_child=1 2 8 4 -6 10 9 -9 -10 -11 -12 -13 25 -15 23 18 22 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00081007637563539818 0.00077298120110150584 0.00059746143753343828 0.00046006802560798096 0.00090855696524669923 0.0003820241182385122 0.00070309650427333626 0.00073309288071651086 0.00047448629047721621 0.00048448790909123276 0.00055015386809226252 0.00045444542314718221 0.00095356339235710941 0.00025445199628616229 0.00026209511754410493 0.00095572647715316101 0.00077732316903201214 0.00070747760094069193 0.0007777406270007204 0.00077234010521457506 0.00059003238672743631 0.00068988505224467451 0.00035954669597679294 0.0005367541456605024 0.00080847490921639033 0.00056827300510912666 0.0002061517270300172 0.000383958933548968 0.00045233006153453964 5.0524374777512029e-05 0.00081535567389947683
leaf_weight=28 76 21 40 36 20 74 25 64 37 37 31 60 32 113 25 412 30 394 165 24 116 81 22 52 29 25 54 77 30 891
leaf_count=28 76 21 40 36 20 74 25 64 37 37 31 60 32 113 25 412 30 394 165 24 116 81 22 52 29 25 54 77 30 891
internal_value=0 0.000438284 0.000396923 0.000773471 0.000784537 0.000483284 0.00078809 0.000597793 0.000291543 0.000749127 0.000629685 0.000813058 0.000261798 0.000313853 0.000757809 0.000747974 0.000696438 0.000806677 0.000755761 0.000726635 0.000738302 0.00041731 0.000635248 0.000856284 0.000644579 0.000170253 0.000448091 0.00048343 0.000121264 0.000818975
internal_weight=0 691 615 2430 2286 338 2266 144 277 885 105 1381 240 153 848 771 80 1321 717 305 281 233 52 77 54 87 152 98 55 927
internal_count=3121 691 615 2430 2286 338 2266 144 277 885 105 1381 240 153 848 771 80 1321 717 305 281 233 52 77 54 87 152 98 55 927
is_linear=0
shrinkage=0.00196078


Tree=8093
num_leaves=31
num_cat=0
split_feature=1 4 2 150 123 2 2 1 2 4 401 457 1 149 475 1429 12 159 1447 475 43 2 2 2 52 3 156 2 160 15
split_gain=0.453135 0.0690958 0.0576904 0.0427498 0.0397885 0.0382353 0.0377709 0.0333369 0.0285562 0.0268088 0.0291587 0.0261861 0.0253872 0.0251526 0.0230923 0.0289276 0.0620231 0.0225065 0.0316258 0.0278789 0.022484 0.0249217 0.0406101 0.0223233 0.0240359 0.0253134 0.0214616 0.0347639 0.0253744 0.023727
threshold=0.10920500000000001 0.27287000000000006 0.098630000000000009 0.084680000000000019 0.08592000000000001 0.25063000000000007 -0.0091949999999999983 0.094090000000000021 0.14285500000000004 -0.082249999999999976 1.0000000180025095e-35 0.080930000000000016 0.10124500000000002 0.07770500000000001 -0.084144999999999984 1.0000000180025095e-35 0.085885000000000017 -0.085489999999999997 -0.085539999999999991 -0.028204999999999997 -0.52440999999999993 0.085045000000000023 0.084655000000000022 0.15109000000000003 0.42957000000000006 -0.22605499999999998 0.078780000000000003 0.095545000000000005 -0.54200499999999985 -0.087679999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 11 13 7 -1 -2 17 14 23 -13 -3 -11 26 -17 -8 -19 -20 -21 22 -22 24 25 -4 27 28 -16 -28
right_child=1 5 4 -5 -6 -7 9 -9 -10 10 -12 12 -14 -15 15 16 -18 18 19 20 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0089069634263536767 0.0077441302788793104 0.0042864008869428812 0.0096567671851565447 0.0045470663004202726 0.0039706784491759855 0.00041879632335621868 0.012118946015834809 0.0047503275471891086 0.0042432511029161374 0.0096000213888290005 0.0098643511749736696 0.0084469669940881436 0.0038771706520609804 0.0078263701849871064 0.010990935621934164 0.001604560259729624 0.0085500786417267386 0.0057569174484039349 0.0059975891628048644 0.012760984812947837 0.0096452841042589995 0.0087180966081278812 0.013352068423160486 0.0048498386245704583 0.01056169062279738 0.0076486307516877008 0.011494949898786015 0.0061246925022561292 0.0083096645788680798 0.0084349590959830276
leaf_weight=35 170 229 75 82 28 24 30 43 27 152 166 20 31 22 37 20 36 24 22 22 190 216 35 21 39 385 45 71 766 58
leaf_count=35 170 229 75 82 28 24 30 43 27 152 166 20 31 22 37 20 36 24 22 22 190 216 35 21 39 385 45 71 766 58
internal_value=0 0.00535694 0.00851044 0.0064657 0.00765116 0.00423206 0.00877199 0.00661548 0.00726431 0.00886098 0.00862309 0.00783164 0.00566925 0.00459668 0.00844921 0.00827988 0.00606954 0.00945725 0.00930037 0.00947572 0.00964099 0.00948534 0.0102219 0.00804372 0.00817813 0.00797604 0.00840657 0.00824568 0.00843321 0.00977185
internal_weight=0 554 2567 279 599 275 1968 78 197 1890 1351 571 51 251 1185 1033 56 539 509 485 463 441 225 520 499 460 977 874 803 103
internal_count=3121 554 2567 279 599 275 1968 78 197 1890 1351 571 51 251 1185 1033 56 539 509 485 463 441 225 520 499 460 977 874 803 103
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 1 44 2 3 14 0 3 11 13 43 3 1 1 4 150 2 1 4 1 15 16 13 47
split_gain=16.0267 2.55571 1.55587 1.26668 1.0114 0.780888 0.414316 0.39297 0.384274 0.363457 0.300246 0.295315 0.258163 0.255871 0.205731 0.2504 0.240577 0.205571 0.222573 0.19535 0.170831 0.146463 0.140896 0.137586 0.135861 0.132345 0.130591 0.128282 0.119135 0.109462
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.094585000000000016 0.13501500000000002 0.30112000000000005 0.062655000000000016 -0.22491999999999998 0.076840000000000006 1.0000000180025095e-35 -0.10664 0.08845500000000002 -0.12711499999999995 0.080270000000000022 0.13075500000000004 0.63113500000000011 1.0000000180025095e-35 0.094835000000000017 0.086920000000000011 -0.013514999999999998 0.15471500000000002 0.024640000000000006 0.38525000000000004 -0.078279999999999975 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 11 -6 22 10 12 13 17 21 19 15 16 -14 18 -1 -4 25 -7 -5 -19 -17 -12 27 -16 -26 -3
right_child=1 2 8 7 6 9 -8 -9 -10 -11 20 -13 14 -15 26 24 -18 23 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00084348276010286032 0.00080678630827530761 0.00041992287169536431 0.0004409039403024451 0.00084471996703179054 0.00075637072662199708 0.00074736865602579769 0.00048764458693125666 0.00051119346942531813 0.00056022714050287469 0.00058577662360067347 0.00020320002179707099 0.0009791702489837322 0.00048067348302245475 0.0004867250816661771 0.00070447168068614213 0.00080953191032007794 0.00078115912044749542 0.00085690535427676237 0.0005843665348548515 0.0002591033039782388 0.0003329068706888292 0.00051291308445763797 0.00065718772891200513 0.00081289484019797162 0.00080485119128116298 7.0165512243322292e-06 0.000996838141890133 0.00089372270101425696 0.00072671575501898728 0.00054388409503279068
leaf_weight=26 74 190 29 24 71 20 32 66 22 39 39 60 21 35 21 389 20 890 25 105 24 21 43 394 118 20 25 40 206 32
leaf_count=26 74 190 29 24 71 20 32 66 22 39 39 60 21 35 21 389 20 890 25 105 24 21 43 394 118 20 25 40 206 32
internal_value=0 0.000463011 0.000420541 0.000804663 0.000512297 0.000815354 0.000672883 0.00061858 0.000311706 0.000771009 0.000290009 0.000844599 0.000779209 0.00033744 0.000786625 0.000776261 0.000627252 0.000838551 0.000716465 0.000298448 0.000193432 0.000627282 0.000724363 0.000843401 0.00078483 0.000136697 0.000877486 0.000828571 0.000755172 0.000437791
internal_weight=0 673 599 2448 325 2315 103 133 274 920 252 1395 881 169 840 754 41 1335 51 134 83 41 67 1284 713 59 86 61 324 222
internal_count=3121 673 599 2448 325 2315 103 133 274 920 252 1395 881 169 840 754 41 1335 51 134 83 41 67 1284 713 59 86 61 324 222
is_linear=0
shrinkage=0.00196078


Tree=8095
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 2 4 4 2 3 43 150 2 4 15 14 0 3 0 2 3 0 43 0 47 47 15 3 2
split_gain=24.8965 3.04193 2.36713 1.81229 1.39911 1.05921 1.04109 0.951962 0.787904 0.736805 0.556238 0.544168 0.465121 0.421549 0.391785 0.353754 0.345701 0.293735 0.25918 0.255839 0.244838 0.234232 0.23288 0.211493 0.197411 0.172545 0.189414 0.166491 0.197768 0.165447
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.091475000000000015 0.17025000000000004 0.40945500000000007 0.40124500000000002 0.11362000000000001 0.30112000000000005 -0.066504999999999995 0.09487000000000001 0.081135000000000013 0.018150000000000003 0.13592500000000005 0.076175000000000007 -0.036484999999999997 0.095270000000000007 -0.075934999999999989 0.089005000000000015 -0.13309499999999996 -0.060129999999999996 -0.083134999999999987 -0.11173999999999999 0.077555000000000013 0.092165000000000011 -1.0000000180025095e-35 0.099930000000000005 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 9 16 7 10 -5 11 17 13 25 -1 15 21 20 19 23 -3 -4 -7 -23 -6 -22 27 -27 -13 -29 -2
right_child=1 6 5 8 18 14 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00058251038485882325 0.00068328632045697309 0.00062332969908274508 0.0010887577596675666 0.00098362117716783689 0.00067665165879813227 0.0011254081588461726 0.0001799234025502955 0.00037160376655419298 0.00061248137771156364 0.00065512498811236058 0.00034663540920418635 0.00094337291626695797 0.00073485930021121811 0.00091747854798357952 0.00090649823313949463 0.00076051986072800295 0.0012461987380430622 0.00049200343114196075 0.00079370711847218274 0.00087898624534562934 0.00089924435759959761 0.0010224796064563094 0.00091254500580285349 0.0004238904764254888 0.0010444849783084829 0.001274048332490173 0.001030178659102496 0.001131107138949245 0.00092499254614699115 0.00054807990128738612
leaf_weight=20 47 27 919 91 35 71 54 132 29 31 22 68 20 52 173 21 46 20 39 34 42 499 87 20 251 24 25 63 25 134
leaf_count=20 47 27 919 91 35 71 54 132 29 31 22 68 20 52 173 21 46 20 39 34 42 499 87 20 251 24 25 63 25 134
internal_value=0 0.000569115 0.00101639 0.000707072 0.000882336 0.00104321 0.000425429 0.000481843 0.000893929 0.000942777 0.000623121 0.000972801 0.00102028 0.000824432 0.000989786 0.00101104 0.00107935 0.000698216 0.000671438 0.000765827 0.00107302 0.00101905 0.00100616 0.000584739 0.00102367 0.00104812 0.00114963 0.00101624 0.00107255 0.000583189
internal_weight=0 590 2531 301 422 2109 289 235 120 328 103 297 225 72 851 678 1258 81 94 61 1212 657 586 55 293 205 49 156 88 181
internal_count=3121 590 2531 301 422 2109 289 235 120 328 103 297 225 72 851 678 1258 81 94 61 1212 657 586 55 293 205 49 156 88 181
is_linear=0
shrinkage=0.00196078


Tree=8096
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 3 2 3 3 132 3 3 13 52 1 11 3 49 0 43 13 1 0 133 133 4 43 16 160 14
split_gain=0.546658 0.11325 0.0635098 0.0535712 0.0471193 0.054916 0.0470996 0.0322437 0.0396503 0.0346814 0.0334604 0.0318958 0.0315785 0.0277102 0.0478918 0.0376706 0.0299338 0.0326895 0.0251668 0.113002 0.0485786 0.024388 0.0371856 0.0299045 0.0313314 0.0266913 0.025081 0.0338954 0.0235917 0.0213571
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 0.40124500000000002 1.0000000180025095e-35 -0.014944999999999998 0.089885000000000007 0.30112000000000005 0.076840000000000006 0.10613500000000002 0.42240500000000009 -0.013929999999999998 -0.10278499999999999 -0.56176499999999996 0.08864000000000001 1.0000000180025095e-35 -0.0087149999999999988 -0.061079999999999988 -0.072594999999999979 -0.036954999999999995 -0.043669999999999994 0.084885000000000002 0.041630000000000007 -1.0000000180025095e-35 0.048950000000000007 -0.074729999999999977 -0.072534999999999988 -0.080509999999999984 -0.063384999999999983 -0.22253999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 12 8 11 10 -9 -3 -1 -8 21 16 -16 -18 -14 20 -20 22 25 -24 -25 -15 -27 -28 -29 -6
right_child=1 7 -4 -5 29 -7 13 9 -10 -11 -12 -13 18 14 15 -17 17 -19 19 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.01182517517757203 0.0088742060507157518 0.0053841269963110488 0.0099433178972122421 0.0041728315557437862 0.0075619154352543141 0.0039315300461437016 0.011396573056631229 0.0031462618819205093 0.0076482450077795267 0.0059736385887775292 -0.0017531477881129833 0.0023409609035297762 0.0095304830846079484 0.010324634011690419 0.0021732915899649796 0.010006853784232037 0.009730796014801377 0.0047910151348726174 0.0078721971432161014 0.011896395438816399 0.0024717710281331696 0.012026315495710482 0.0098022425163348786 0.0031636707065626976 0.0078592057434704026 0.0092801067261461864 0.009360473109724916 0.0050198295273077799 0.0077530242394689601 0.0050772887592613015
leaf_weight=56 114 102 62 22 43 28 34 46 48 26 20 52 1247 108 21 23 21 37 36 44 31 22 21 30 27 300 118 39 166 177
leaf_count=56 114 102 62 22 43 28 34 46 48 26 20 52 1247 108 21 23 21 37 36 44 31 22 21 30 27 300 118 39 166 177
internal_value=0 0.00594022 0.00698602 0.00908482 0.00647952 0.00789959 0.00913021 0.00443199 0.00513875 0.00288021 0.00166159 0.00435656 0.00949801 0.00859238 0.00849019 0.00644521 0.00540827 0.00657956 0.00940205 0.00795915 0.00537349 0.0087412 0.00865187 0.00657636 0.00538787 0.00887333 0.00862174 0.00801025 0.00723305 0.00556292
internal_weight=0 718 424 2403 362 142 2381 294 202 92 66 154 1414 967 933 102 79 58 1358 111 67 831 809 78 57 731 623 323 205 220
internal_count=3121 718 424 2403 362 142 2381 294 202 92 66 154 1414 967 933 102 79 58 1358 111 67 831 809 78 57 731 623 323 205 220
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 47 14 2 2 1 2 2 4 150 2 1 2 4 47 14 0 4 1447 15 10 16 15 0
split_gain=11.2351 1.7247 1.18817 0.943514 0.708046 0.555761 0.327826 0.312601 0.311551 0.296266 0.24805 0.209542 0.269123 0.171961 0.177061 0.169849 0.123076 0.119338 0.0987628 0.0924083 0.0891623 0.0884928 0.0775443 0.0673313 0.0659075 0.0610279 0.0591974 0.0577584 0.0575398 0.109119
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.089625000000000024 0.090425000000000019 0.14838000000000004 0.27834500000000006 1.0000000180025095e-35 -0.0091949999999999983 0.076935000000000017 0.089885000000000007 -0.036839999999999991 0.090100000000000013 -0.41790499999999997 -0.030209999999999997 -0.0070899999999999991 -0.082869999999999985 -0.41942499999999994 -0.38124499999999995 -0.49446999999999991 -0.15914499999999995 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 20 8 -5 13 11 15 23 18 16 14 -4 17 -13 22 28 -2 -3 -16 -7 -6 -20 -15 -27 -23 -1 -30
right_child=1 2 7 6 10 9 -8 -9 -10 -11 -12 12 -14 25 21 -17 -18 -19 24 -21 -22 27 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00070247299960602794 0.00062956919097432898 0.00026598596107310803 0.00029337739975902947 0.00055086596695987685 0.00062941213031442894 0.00055041506804787274 0.00031195974230784844 0.0003451188756614889 0.00073121144706373732 0.00037392333906192005 0.00031322172111066036 0.00043560749678876498 0.00035321645784840459 0.00014180984296386054 0.00024921409534655659 0.00040589182205449524 0.00058494068045583398 0.00062088741105484943 0.00067486252534397029 0.00048155252961746224 0.00037786405203708758 0.00017642638542585902 0.00044398893267823042 0.00049922141828248146 0.00058098899802167198 0.00010163532829313886 -2.9636044133485866e-05 7.5402191641728874e-05 0.00053020029650384685 0.00062504562509333621
leaf_weight=34 50 190 41 34 21 285 63 34 76 41 26 23 23 31 24 30 274 92 31 24 32 36 29 56 397 25 28 55 49 967
leaf_count=34 50 190 41 34 21 285 63 34 76 41 26 23 23 31 24 30 274 92 31 24 32 36 29 56 397 25 28 55 49 967
internal_value=0 0.000299156 0.000264267 0.000585213 0.000344452 0.000593032 0.0003957 0.000169158 0.000608242 0.000533277 0.000478814 0.000603044 0.000557552 0.00014423 0.000182744 0.000548262 0.000573376 0.000558782 0.000612893 0.000581564 0.000282113 0.000143301 0.000540586 0.000534728 0.000587788 7.27045e-05 3.22844e-05 0.000115368 0.000623127 0.000620471
internal_weight=0 673 599 2448 325 2351 97 274 1874 477 103 1798 320 240 156 436 297 406 1478 74 222 115 314 77 428 84 53 91 1050 1016
internal_count=3121 673 599 2448 325 2351 97 274 1874 477 103 1798 320 240 156 436 297 406 1478 74 222 115 314 77 428 84 53 91 1050 1016
is_linear=0
shrinkage=0.00196078


Tree=8098
num_leaves=31
num_cat=0
split_feature=1 52 1 1 4 52 2 4 15 14 50 2 12 9 43 43 4 51 2 0 30 3 43 1 147 15 0 4 13 52
split_gain=0.506521 0.0742651 0.0640757 0.0608996 0.0569765 0.0438107 0.0414139 0.052159 0.0401227 0.0398719 0.0383169 0.0397754 0.0481264 0.0379916 0.0345044 0.0284721 0.0348969 0.027584 0.0248207 0.0274914 0.0242681 0.0239291 0.0233126 0.026929 0.0216987 0.0231444 0.0333114 0.0432577 0.0301085 0.0298307
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 0.11362000000000001 -0.064804999999999988 0.013270000000000002 0.062655000000000016 0.13705000000000003 0.13754500000000003 0.11734000000000001 0.099965000000000012 0.084740000000000024 -0.52440999999999993 -0.51843499999999987 -0.24351499999999995 0.096015000000000017 -0.068944999999999992 0.087020000000000014 -0.10023499999999998 -0.078844999999999985 0.10508500000000001 0.089365000000000014 -0.15914499999999995 -0.11173999999999999 -0.018869999999999994 -0.013304999999999999 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 6 -5 8 9 -8 18 15 11 12 13 14 17 -1 21 -3 19 -6 -19 -17 -20 -24 25 28 27 -27 -18 -29
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 24 20 22 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0050875589733054352 0.0087825400568544865 0.0083495873198747485 0.0017313738653977073 0.0095122711535645423 0.007824768527410925 0.0087745504046324637 0.002450261527805456 0.0077874031357493233 0.0088473034475984088 0.010902323010545898 0.0089668350853025908 0.0032738774554792005 0.010132251857292086 0.0010782382805787382 0.0090326685220934455 0.014067405033856631 0.013572962619417178 0.0052531037334559655 0.0060427103862714243 0.0038649320429949849 0.0024437700360509999 0.0092342521928782985 -0.00010376690798217343 0.0044507488221450543 0.0061013046094696181 0.0028225482720881704 0.008747443095239572 0.0056131210703498288 0.0088252109475433823 0.0090151751685832431
leaf_weight=22 50 24 62 82 50 64 21 143 35 83 25 107 21 21 25 20 22 182 34 27 37 21 21 34 33 20 1686 39 34 76
leaf_count=22 50 24 62 82 50 64 21 143 35 83 25 107 21 21 25 20 22 182 34 27 37 21 21 34 33 20 1686 39 34 76
internal_value=0 0.00510661 0.00474193 0.0084407 0.00720871 0.00649591 0.00863327 0.00710399 0.00577038 0.00875525 0.00516422 0.00493625 0.00551004 0.00517417 0.00549512 0.00866493 0.00870527 0.00513117 0.00512163 0.00643625 0.00477847 0.0115919 0.00398425 0.00271175 0.0086433 0.008688 0.00862642 0.00711493 0.0106904 0.00786144
internal_weight=0 554 504 2567 347 265 2220 164 201 2056 442 417 310 289 268 1973 1951 243 166 77 219 41 89 55 1910 1877 1821 135 56 115
internal_count=3121 554 504 2567 347 265 2220 164 201 2056 442 417 310 289 268 1973 1951 243 166 77 219 41 89 55 1910 1877 1821 135 56 115
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=31
num_cat=0
split_feature=1 4 15 1 4 15 51 159 49 3 15 157 52 43 0 2 1 12 49 47 158 160 1447 1447 483 159 2 15 42 4
split_gain=0.410282 0.0626069 0.0497014 0.0465327 0.0512375 0.051276 0.044701 0.0391491 0.0408907 0.0365917 0.036148 0.0862804 0.046211 0.0512514 0.0416483 0.0360727 0.0336546 0.0296661 0.028958 0.0318122 0.028212 0.0255644 0.0253561 0.0275939 0.0252214 0.0346487 0.0251188 0.0235538 0.025153 0.0329035
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.092845000000000025 -0.17966999999999997 -0.0072999999999999992 0.10614000000000001 0.04105000000000001 0.14321000000000003 -0.15447499999999995 -0.0063699999999999989 -0.080544999999999992 0.10024500000000001 -0.077319999999999986 -0.033209999999999996 0.25063000000000007 0.081670000000000006 0.092255000000000018 -0.067649999999999988 0.11939500000000002 0.089460000000000012 -0.073679999999999982 -0.086059999999999984 -0.085024999999999989 -0.059844999999999995 0.03981500000000001 0.10252500000000002 0.090750000000000011 0.11457500000000002 -0.078629999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 10 -5 6 21 8 18 16 14 -12 13 -13 17 -3 -4 -1 -2 -20 -9 -6 -11 -24 -19 -26 -23 -25 -29 -30
right_child=1 15 9 4 5 -7 -8 20 -10 22 11 12 -14 -15 -16 -17 -18 24 19 -21 -22 26 23 27 25 -27 -28 28 29 -31
leaf_value=0.0082151891368620993 0.0047400188808225932 0.0038793389427778727 0.0085176503096051799 0.0085291759426140094 0.0083644634233442719 0.0012642771672779838 0.010348010825968925 0.0027269868204011353 0.0023522214329039508 0.010475118219470368 0.0018968414817307447 0.0052013746617982784 0.0041115412799020614 0.0100159552486947 0.0033498971035615319 -0.00017867400868757006 0.013929851739667357 0.0035438367258757357 0.0087639626102331523 0.0054189146302329998 0.0069765962233456482 0.0060602173861342224 0.0044528461952248353 0.0083884354846452455 0.0067402665375870799 0.010101587594383295 0.0036255829152651133 0.0078124669944034776 0.0028810830488801005 0.0070701778402241571
leaf_weight=653 45 251 27 70 27 26 21 61 22 39 37 33 33 67 21 24 20 20 88 42 21 103 23 566 207 36 72 366 25 75
leaf_count=653 45 251 27 70 27 26 21 61 22 39 37 33 33 67 21 24 20 20 88 42 21 103 23 566 207 36 72 366 25 75
internal_value=0 0.00459594 0.00759663 0.00720303 0.00613889 0.00546692 0.00595692 0.00565135 0.0064156 0.00808854 0.00750968 0.00616811 0.00735636 0.00842714 0.00775308 0.00352519 0.0108207 0.00785403 0.00692642 0.00768325 0.0038153 0.00550042 0.00797116 0.0078786 0.0069573 0.00723824 0.00505854 0.00795495 0.00742844 0.0060229
internal_weight=0 554 2567 1426 319 249 223 279 197 1141 1107 170 133 100 937 275 47 916 175 130 82 202 1094 1055 263 243 175 1032 466 100
internal_count=3121 554 2567 1426 319 249 223 279 197 1141 1107 170 133 100 937 275 47 916 175 130 82 202 1094 1055 263 243 175 1032 466 100
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 2 4 14 1 4 2 4 150 14 2 475 150 43 0 0 4 1 43 2 0 39 12 50 12
split_gain=10.3392 1.26394 1.08633 0.760271 0.712881 0.425311 0.338459 0.281372 0.278494 0.277563 0.276175 0.274385 0.172632 0.197222 0.144497 0.125347 0.124915 0.120901 0.110286 0.10934 0.106295 0.156189 0.0993156 0.0940754 0.186671 0.092611 0.0892981 0.0879637 0.0772297 0.0688887
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.27287000000000006 0.14285500000000004 -0.0070899999999999991 0.076975000000000002 0.09253500000000002 0.36766000000000004 0.14122000000000004 0.00063500000000000004 0.09487000000000001 -0.45687499999999998 0.11411 -0.066784999999999983 0.081835000000000019 -0.080324999999999994 -0.11173999999999999 -0.079119999999999982 -0.52556499999999995 0.14860500000000001 -0.079914999999999986 0.11177500000000001 -0.072269999999999987 0.087690000000000004 0.10124000000000001 0.08461500000000001 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 8 6 26 -5 12 -4 11 16 19 29 -7 27 -6 -18 -11 -1 -21 -22 -16 25 -25 -2 -3 -9 -8 -14
right_child=1 5 9 7 10 14 28 15 -10 18 -12 -13 13 -15 22 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00058269853380386297 0.00018397107058405586 0.0004859873132216125 0.00059741579851236583 0.00068167769504934924 0.00068259423923504737 0.00033879044200932861 0.00013079825343515177 0.00062299936919909973 0.00078555763453602278 0.00043014835733242059 0.00041339776619426659 0.00044257078499727875 0.00065501031721795116 0.00046037994194723648 0.00020535178092821315 0.00037674469617651957 0.00060377699909833877 0.00044707872261128884 0.00026352693779823608 0.00068275390672388849 0.00078984030408104353 0.00063555372184221596 9.1259055850826502e-05 0.00052933208540040233 0.00034896394239280652 0.00035740945808100812 0.0003449522333509218 0.00045453649140403022 0.00029915100091374385 0.00058443210384701797
leaf_weight=54 20 45 34 46 76 24 22 26 72 56 34 41 177 28 110 26 354 20 21 1077 27 384 40 28 104 29 28 22 20 76
leaf_count=54 20 45 34 46 76 24 22 26 72 56 34 41 177 28 110 26 354 20 21 1077 27 384 40 28 104 29 28 22 20 76
internal_value=0 0.0003513 0.000639536 0.000440226 0.000648236 0.000258681 0.000351206 0.000561253 0.00066595 0.00044986 0.000584299 0.000596133 0.000661226 0.000616528 0.000197529 0.000486394 0.000610124 0.000595397 0.000384706 0.000669371 0.000672516 0.000645689 0.000174927 0.000359988 0.000387224 0.000286618 0.000431892 0.000545787 0.000210966 0.000633809
internal_weight=0 590 2531 301 2420 289 115 120 1895 111 525 491 1823 281 174 74 450 374 77 1542 1488 411 150 181 132 49 73 48 42 253
internal_count=3121 590 2531 301 2420 289 115 120 1895 111 525 491 1823 281 174 74 450 374 77 1542 1488 411 150 181 132 49 73 48 42 253
is_linear=0
shrinkage=0.00196078


Tree=8101
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 2 4 14 2 1 1 3 457 2 4 50 4 1 1 159 151 12 49 15 1 1 0 42 43
split_gain=15.3973 2.42662 1.50227 1.40032 1.05128 0.851732 0.591814 0.537894 0.43879 0.374893 0.355974 0.334529 0.302376 0.254955 0.237312 0.281993 0.198157 0.194987 0.173118 0.145613 0.139252 0.179745 0.13535 0.12856 0.126491 0.126921 0.118506 0.207419 0.115223 0.223869
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.089885000000000007 0.14122000000000004 0.40473500000000007 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.085760000000000017 -0.11171999999999999 0.10021000000000001 0.10045500000000002 -0.033174999999999989 0.09586500000000002 0.053180000000000012 0.12873500000000002 0.083345000000000016 0.030370000000000005 -0.086769999999999986 0.11734000000000001 -0.017229999999999999 -0.089964999999999976 0.14699000000000004 0.085110000000000005 -0.080499999999999988 0.084835000000000008 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 8 13 23 11 18 -5 28 -13 17 -11 -16 24 20 -3 -19 21 -7 -23 -6 25 -4 27 -22 -1 -30
right_child=1 2 16 10 7 6 -8 -9 -10 14 -12 12 -14 -15 15 -17 -18 19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00085348875714077121 0.00078229246770634368 0.00038748298972552899 0.00030283077234925191 0.000713003308951614 0.00056604919994265597 0.00060372325179039259 0.00051585199455683847 0.0004359484914635075 0.00098786996463954397 0.00062704657758373054 0.00046405162050081787 0.00053575782251416473 0.00078240875989897454 0.00053777230565673587 0.00060874517024991817 0.00039438060787186585 0.00038903148831557246 0.00072758420027613897 0.00022379187279473515 0.00056499085157768784 0.00090588573731628121 0.00078107794597371476 0.00064977706848260233 0.00074285370452950399 8.3702842196404256e-05 0.00014080091032082475 0.00097016835456614 0.00069162791193115949 0.00061618785594661396 0.00082120175180225286
leaf_weight=578 74 46 41 34 21 25 41 46 59 24 63 20 429 20 27 187 22 180 54 24 38 532 32 64 33 34 23 32 22 296
leaf_count=578 74 46 41 34 21 25 41 46 59 24 63 20 429 20 27 187 22 180 54 24 38 532 32 64 33 34 23 32 22 296
internal_value=0 0.000447311 0.000405928 0.000782189 0.000457626 0.000791714 0.000746272 0.000606743 0.000822366 0.000399833 0.000551313 0.000815105 0.000771422 0.000756699 0.000442161 0.000421427 0.000219417 0.000761641 0.00029909 0.000708456 0.00077755 0.000766417 0.000773628 0.000699173 0.000184866 0.000229377 0.00084806 0.000807939 0.000836996 0.000807018
internal_weight=0 673 599 2448 469 2351 947 131 1404 338 97 1345 449 906 238 214 130 886 100 204 682 589 564 85 108 75 93 70 896 318
internal_count=3121 673 599 2448 469 2351 947 131 1404 338 97 1345 449 906 238 214 130 886 100 204 682 589 564 85 108 75 93 70 896 318
is_linear=0
shrinkage=0.00196078


Tree=8102
num_leaves=31
num_cat=0
split_feature=1 3 4 376 1 2 4 4 16 2 52 14 15 3 132 0 15 16 14 16 41 39 4 0 16 1 51 1429 475 2
split_gain=0.460027 0.0738504 0.0610281 0.0616898 0.0552033 0.0502962 0.0474363 0.0403171 0.0676205 0.0385442 0.0367043 0.0351433 0.0340393 0.0340052 0.0325429 0.0301706 0.0306029 0.0276223 0.0273005 0.0233852 0.0220344 0.0230134 0.0276549 0.0717936 0.0296809 0.029057 0.024654 0.0209921 0.0211426 0.0205362
threshold=0.10920500000000001 0.31299000000000005 0.41257000000000005 0.083785000000000012 0.095950000000000021 1.0000000180025095e-35 -0.17966999999999997 -0.04890499999999999 -0.059624999999999991 0.10252500000000002 1.0000000180025095e-35 0.062655000000000016 0.013270000000000002 0.013900000000000001 0.10240500000000001 -0.10474999999999998 -0.40580499999999992 -0.25582999999999995 -0.46166999999999997 -0.43320999999999993 0.082095000000000015 0.08456000000000001 -0.17966999999999997 -0.064339999999999994 0.25084500000000004 0.078340000000000007 0.11548000000000001 -0.0091699999999999993 -0.24615999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 9 -2 27 -7 -9 11 12 20 29 14 -11 17 -17 -3 -4 -20 21 22 24 26 25 -1 -24 -6 -29 -8
right_child=1 15 18 -5 6 7 10 8 -10 13 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0095363034373697128 0.0081970921161484498 0.0017824056328714104 0.0061153898703023082 0.0019129105935933007 0.0066523364302702257 0.0082766823625812936 0.0060003484443606724 0.0062538951121614839 -5.0448795297631518e-05 0.0076053188800181692 0.0080922360350086826 0.010198242373270803 0.0081765672863860217 0.0031166343450812358 0.0040279872249811893 0.003157659402738015 -0.0020695780321451215 0.0057878070271037748 0.0041273620981579972 0.0014425054601184567 0.0056446287852142838 0.0056757644573981704 0.0082557074678012692 0.0025566112208331975 0.0075123238028027119 0.014267356988663474 0.0061018083617091178 0.0076194798277521682 0.011700876730804643 0.0037595077066197844
leaf_weight=34 121 36 42 29 30 30 73 46 27 277 64 83 35 21 28 21 24 33 96 49 36 37 1573 23 32 21 55 22 30 93
leaf_count=34 121 36 42 29 30 30 73 46 27 277 64 83 35 21 28 21 24 33 96 49 36 37 1573 23 32 21 55 22 30 93
internal_value=0 0.00465253 0.00524022 0.00625273 0.00782992 0.00681458 0.00665697 0.00519046 0.00392215 0.00801326 0.00600658 0.00818613 0.00534249 0.00700892 0.00727691 0.00238426 0.000369799 0.00369803 0.00387035 0.00322007 0.00809392 0.00814359 0.00819613 0.00810456 0.00993383 0.0113427 0.00818294 0.00875884 0.00997413 0.00474494
internal_weight=0 554 440 253 2567 224 347 103 73 2220 265 1894 201 326 305 114 45 69 187 145 1811 1775 1738 1651 87 55 1628 82 52 166
internal_count=3121 554 440 253 2567 224 347 103 73 2220 265 1894 201 326 305 114 45 69 187 145 1811 1775 1738 1651 87 55 1628 82 52 166
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 159 2 4 14 3 1 2 4 13 14 3 43 41 4 42 1 13 483 12 10 15 3 16
split_gain=14.609 2.54104 1.61026 1.16345 0.880554 0.68823 0.61752 0.432564 0.398348 0.386735 0.351103 0.556997 0.34008 0.294123 0.260305 0.249615 0.216548 0.177777 0.161763 0.107039 0.156147 0.106216 0.102448 0.101826 0.10107 0.100419 0.100242 0.0856045 0.0791916 0.187743
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.40124500000000002 0.14122000000000004 -1.0000000180025095e-35 0.11474000000000002 -0.073934999999999987 -1.0000000180025095e-35 0.092670000000000016 0.077845000000000011 0.17025000000000004 0.42051500000000003 -0.07743499999999999 0.062655000000000016 0.30112000000000005 -1.0000000180025095e-35 0.077300000000000021 -0.55119499999999988 0.086555000000000007 0.098700000000000024 -0.117405 0.085510000000000017 0.10124000000000001 -0.38124499999999995 -0.12563999999999997 -0.12018999999999998 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 9 -4 25 16 -11 15 -5 14 17 21 19 18 -9 20 -1 -12 27 -22 -3 -6 -15 -17 29 -25
right_child=1 2 7 12 8 -7 -8 13 -10 10 11 -13 -14 26 -16 22 -18 -19 -20 -21 23 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00095430031126620719 0.00076637473816143877 0.00038727363807333033 0.00051113059702097567 0.00072158874542105431 0.00075992147823453063 0.00043486398586309425 0.00052343208945411089 0.00033681023112819996 0.00041457788307967049 0.00095684013308666304 0.0007995741017089755 0.00049473669884742054 0.00046537500584106886 0.00018209719957516343 0.00021946142106910475 0.00079048701571118017 0.00091456114820830537 0.00024465930476188174 0.00055700581320716292 0.00064609432994735009 0.00064876305560270951 0.00074833434769156805 0.00061058053039611982 0.00060229334009795626 0.00050344511204868591 0.00061771317648620498 7.1538392198728582e-06 0.00071426293831323799 0.00079575514334159628 0.00080679100842777156
leaf_weight=22 74 188 26 28 42 25 41 29 26 29 300 35 69 34 112 64 55 30 23 20 20 323 33 28 34 35 20 493 818 45
leaf_count=22 74 188 26 28 42 25 41 29 26 29 300 35 69 34 112 64 55 30 23 20 20 323 33 28 34 35 20 493 818 45
internal_value=0 0.000423587 0.000381239 0.000749779 0.000474585 0.000758461 0.000761939 0.000270518 0.000624424 0.000766219 0.000743555 0.000738599 0.000539334 0.000245292 0.000280918 0.000745636 0.000794931 0.000364859 0.000434204 0.000788027 0.000791069 0.000773008 0.000716732 0.000787127 0.000405066 0.000695281 0.000117303 0.000723021 0.000790233 0.000728354
internal_weight=0 673 599 2448 325 2351 2326 274 103 2285 1277 1248 97 248 194 1213 1008 82 52 953 933 623 590 911 222 77 54 557 891 73
internal_count=3121 673 599 2448 325 2351 2326 274 103 2285 1277 1248 97 248 194 1213 1008 82 52 953 933 623 590 911 222 77 54 557 891 73
is_linear=0
shrinkage=0.00196078


Tree=8104
num_leaves=31
num_cat=0
split_feature=1 1 12 12 4 47 2 4 1 11 2 2 4 2 12 3 16 160 1 2 133 150 159 0 2 52 48 16 3 4
split_gain=8.40015 1.37954 0.846245 0.671554 0.473435 0.341568 0.310911 0.269363 0.264248 0.260339 0.252681 0.198056 0.212348 0.12136 0.117445 0.111182 0.109367 0.105106 0.104156 0.0956187 0.10204 0.099783 0.0830201 0.135399 0.0946894 0.0817891 0.0699524 0.0682163 0.0654228 0.0653427
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 -0.029094999999999999 0.36766000000000004 0.12958500000000003 0.13754500000000003 0.40473500000000007 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 0.14838000000000004 0.27834500000000006 0.094835000000000017 0.09320500000000001 -0.11171999999999999 -0.037154999999999994 -0.075414999999999982 0.086920000000000011 0.10855000000000002 0.085635000000000003 0.083250000000000005 0.0089800000000000019 -0.11437499999999999 0.095545000000000005 -0.034054999999999995 0.016865000000000002 -0.50339499999999993 -0.15713499999999997 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 8 6 11 9 29 13 10 18 12 26 -1 -11 25 -7 -14 -5 20 21 -2 23 24 -17 -12 -3 -19 -16 -4
right_child=1 5 7 4 -6 16 -8 -9 -10 14 15 -13 17 -15 28 22 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065233025638046656 0.00053057249750242846 0.00043543527735506786 0.00061801316883952856 0.00062831419803138961 0.00034658830842467582 0.0003020126441055361 0.00042484050451777381 0.00037412650463189564 0.00037746542261733892 0.0007299827008400608 0.00038704013780635943 0.00013358387769284977 0.00032284004104725432 0.00048772575106702368 0.00066556722526326935 0.00037017586831452129 0.00049122639210022923 0.00026927918427165689 0.00059025705637855413 0.00031419432050031775 0.00030892600448522892 0.00035827653147767181 0.00062836558237645292 0.00057808693354889076 0.00055046579347819914 0.00054506304122791164 0.00027985578453095227 0.00014574809603103985 0.00052569800951317238 0.0005265033319459667
leaf_weight=26 28 25 66 927 28 24 37 32 71 90 20 82 24 51 36 21 23 23 394 142 31 24 110 565 24 34 20 68 20 55
leaf_count=26 28 25 66 927 28 24 37 32 71 90 20 82 24 51 36 21 23 23 394 142 31 24 110 565 24 34 20 68 20 55
internal_value=0 0.00034363 0.000421602 0.000591784 0.000600001 0.000241647 0.000603116 0.000534109 0.000463748 0.000606059 0.00060048 0.000211939 0.000252097 0.000543306 0.000686115 0.000572348 0.000394607 0.000207413 0.000616963 0.000345098 0.000397968 0.000451051 0.000578784 0.000569843 0.00046633 0.000486536 0.000366289 0.00017697 0.000615614 0.000576418
internal_weight=0 667 378 2454 2306 289 2278 153 148 2241 2095 242 160 77 146 774 47 115 1321 225 83 52 720 610 45 54 45 91 56 121
internal_count=3121 667 378 2454 2306 289 2278 153 148 2241 2095 242 160 77 146 774 47 115 1321 225 83 52 720 610 45 54 45 91 56 121
is_linear=0
shrinkage=0.00196078


Tree=8105
num_leaves=31
num_cat=0
split_feature=1 3 4 1 150 376 130 2 2 12 0 43 4 149 150 4 16 12 1 14 43 51 13 16 51 51 15 3 16 13
split_gain=0.4947 0.0730181 0.0627029 0.0587553 0.0590166 0.0567206 0.0544944 0.0453704 0.0438174 0.043025 0.0397871 0.0434746 0.0440134 0.0329468 0.0303596 0.0489162 0.0321773 0.0281142 0.0337088 0.0258091 0.022628 0.0224891 0.0229642 0.0217103 0.0212004 0.0526171 0.0784656 0.0324584 0.02603 0.0307659
threshold=0.10920500000000001 0.31299000000000005 0.41257000000000005 0.089625000000000024 1.0000000180025095e-35 0.080200000000000007 -0.054924999999999995 0.097070000000000004 0.14838000000000004 -0.010834999999999999 -0.026509999999999995 -0.071629999999999985 -0.42529999999999996 0.075040000000000009 0.085210000000000022 0.010840000000000001 -0.54165499999999989 -0.42850999999999995 0.13332000000000002 -0.46166999999999997 -0.078139999999999973 -0.20636999999999997 -0.088464999999999988 -0.53943499999999989 -0.13782999999999998 -0.095144999999999993 -0.049819999999999996 0.092670000000000016 0.19444000000000003 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 9 6 -2 13 -8 -5 20 -12 -13 24 -6 -16 -17 -3 -19 -4 -9 -11 -23 -21 -1 26 -26 28 -27 -30
right_child=1 17 19 4 14 -7 8 10 -10 21 11 12 -14 -15 15 16 -18 18 -20 23 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.010334108428963061 0.0021622958000410688 0.00476357244470689 0.0060383788228223455 0.0048968250595042302 0.0026473415920256894 0.0025942552220335024 0.007947067030408754 0.0088137102264322746 0.0032089434320699767 0.011246346869156695 0.0022134696059169824 0.010409296447919174 0.0043319346168293402 0.012239343851156858 0.0081261073304503637 0.0059646475058980283 0.00086089391926569595 0.0036165276379001121 -0.00053109671287022021 0.0062823160842526704 0.0071888167340020048 0.0052839310000170822 0.0080398266758609158 0.0027337975404690953 0.0088889967974113398 0.0086008352670235693 0.00032463449984788896 0.0048867733739316466 0.0086526273580437348 0.0032334550935775048
leaf_weight=56 22 35 42 51 33 36 173 133 22 20 29 22 26 23 57 30 21 36 43 20 241 33 361 125 23 1321 20 25 22 20
leaf_count=56 22 35 42 51 33 36 173 133 22 20 29 22 26 23 57 30 21 36 43 20 241 33 361 125 23 1321 20 25 22 20
internal_value=0 0.00465969 0.00524406 0.00795465 0.00709403 0.00627037 0.00688023 0.00822061 0.00741251 0.00763745 0.00734047 0.00527046 0.00711739 0.00848348 0.0053019 0.00611302 0.0038631 0.00240424 0.00135896 0.00385552 0.00776665 0.00797506 0.007809 0.00322325 0.00842539 0.00835069 0.00490557 0.00845742 0.00852291 0.00607207
internal_weight=0 554 440 2567 606 253 217 1961 195 465 451 77 48 1510 141 108 51 114 79 187 374 414 394 145 1487 1431 43 1388 1363 42
internal_count=3121 554 440 2567 606 253 217 1961 195 465 451 77 48 1510 141 108 51 114 79 187 374 414 394 145 1487 1431 43 1388 1363 42
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 4 1 16 1 4 150 0 0 12 4 1 475 52 0 4 0 3 16 47 52 133
split_gain=11.4532 1.76553 1.17393 1.02301 0.717697 0.62578 0.42662 0.368296 0.307586 0.266692 0.257141 0.219521 0.198404 0.16565 0.223231 0.17331 0.148416 0.115877 0.12323 0.127742 0.102168 0.103327 0.115119 0.09577 0.121142 0.106131 0.094677 0.0915479 0.0823091 0.0814876
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 0.40473500000000007 0.092845000000000025 -0.52595999999999987 0.15022500000000003 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.14832499999999996 0.087695000000000009 -0.51843499999999987 0.089875000000000024 -0.082014999999999991 -0.56176499999999996 -0.030209999999999997 -0.062539999999999984 -0.10324499999999999 0.30112000000000005 -0.052894999999999991 0.090100000000000013 0.047850000000000011 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 13 -4 11 -6 -5 -7 23 15 16 -1 -15 18 -17 -20 -13 -22 28 -9 25 -25 -18 -3 29 -23
right_child=1 2 7 10 9 8 -8 12 -10 -11 -12 20 -14 14 -16 17 26 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00059898617529907953 0.00067871919404999368 0.00035369843869950549 0.00048137895319032097 0.00061257969667995865 0.00063595980471650791 0.00043760454501299293 0.00084677981568348547 0.00039506886455723466 0.00045667534938495085 0.00042035961934529681 0.00040602434000499893 0.00073506724270408421 0.00013570371699444522 0.0008255485255344242 0.00046104070478820026 0.00087322788356510299 0.00067267128380767084 0.00069121672884590022 0.00072552306831627912 0.00057374078136289387 0.00077430626925300151 0.00063285875788960744 0.00053793203660492598 0.00041827844009140495 0.00021542693412153507 0.00024575588311162539 0.00055477746999731245 0.00046723895619495533 0.00067735192242173847 0.00051684457840037949
leaf_weight=59 72 186 26 37 71 20 76 20 39 32 62 46 58 20 23 21 114 817 688 22 20 138 46 26 115 29 34 32 144 28
leaf_count=59 72 186 26 37 71 20 76 20 39 32 62 46 58 20 23 21 114 817 688 22 20 138 46 26 115 29 34 32 144 28
internal_value=0 0.00038872 0.000353628 0.000678481 0.000434094 0.000686689 0.000702882 0.000259359 0.000623599 0.000568977 0.000483222 0.000638328 0.000236082 0.0006968 0.000642209 0.000703288 0.000667011 0.000707264 0.000725198 0.00072082 0.000647841 0.00063717 0.000629465 0.000266724 0.000251625 0.000327312 0.000645588 0.000370365 0.000643048 0.00061329
internal_weight=0 667 595 2454 321 2355 1874 274 481 103 99 442 248 1798 191 1607 168 1548 731 710 422 376 356 190 170 55 148 218 310 166
internal_count=3121 667 595 2454 321 2355 1874 274 481 103 99 442 248 1798 191 1607 168 1548 731 710 422 376 356 190 170 55 148 218 310 166
is_linear=0
shrinkage=0.00196078


Tree=8107
num_leaves=31
num_cat=0
split_feature=1 3 39 1 4 393 2 52 4 15 2 1447 133 2 15 13 0 0 43 1212 156 15 159 483 16 51 11 16 16 42
split_gain=0.462604 0.0671697 0.0630543 0.0541291 0.0461143 0.0396919 0.0394017 0.0371097 0.0344888 0.0314615 0.0312678 0.0305111 0.0289541 0.0428408 0.0325073 0.0358838 0.0266979 0.0283556 0.02252 0.0223785 0.0278731 0.0219528 0.0212234 0.0339893 0.0287554 0.0336265 0.0362048 0.0307626 0.0706589 0.0282415
threshold=0.10920500000000001 0.30112000000000005 0.087735000000000021 0.095950000000000021 -0.17966999999999997 0.084355000000000013 0.089885000000000007 1.0000000180025095e-35 -0.013514999999999998 0.035560000000000008 0.14122000000000004 -0.082954999999999987 0.017095000000000003 0.13093500000000002 -0.14601999999999996 -0.14179999999999995 -0.10474999999999998 -0.13843999999999998 0.084740000000000024 0.091685000000000016 0.090500000000000011 -0.41396999999999995 0.11389500000000001 -0.095084999999999989 -0.097644999999999996 0.11144500000000002 0.078065000000000009 0.0073350000000000004 0.10994000000000002 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -5 8 22 9 -2 -6 18 -8 13 14 -13 -16 17 -3 -10 20 -17 -18 23 -1 -25 26 27 -26 -29 -30
right_child=1 16 -4 4 7 -7 11 -9 10 -11 -12 12 -14 -15 15 19 21 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.011604861956860486 0.0082328559205269627 0.0022184143925551326 0.0034272953545174917 0.0085341183522648027 0.0045882149873103413 0.0017631555660738655 0.010065505936692812 0.0079176237231877167 0.0056433235915622874 0.007925476810401854 0.0022182059309367713 0.010306133031845093 0.0077534763857759637 0.0020720791746862235 0.0026633508291772825 0.0062196273447928741 0.0031140110592878046 0.0064000385966816497 0.0092274441290646804 0.0092650407541762375 0.0089772104451965023 -0.0011925375201450341 0.0058222203858588877 0.0096211531446041432 0.0081490945091518135 0.0039232100639492269 0.012173094449653513 0.0026868281905938472 0.010442836630728938 0.0062695297905627423
leaf_weight=29 67 50 157 82 167 21 38 64 142 34 24 25 427 20 22 288 20 24 20 34 42 29 38 119 997 20 21 35 31 34
leaf_count=29 67 50 157 82 167 21 38 64 142 34 24 25 427 20 22 288 20 24 20 34 42 29 38 119 997 20 21 35 31 34
internal_value=0 0.00443695 0.00502518 0.00762323 0.00646174 0.00594075 0.00780477 0.00582048 0.00628751 0.00515273 0.00558676 0.00729266 0.00716985 0.00659164 0.00681157 0.00658523 0.00237576 0.00357462 0.00608581 0.00682227 0.00657059 0.000565237 0.00815134 0.00822017 0.00814208 0.00798741 0.00806012 0.00798138 0.00630931 0.00825988
internal_weight=0 554 431 2567 347 274 2220 265 253 201 186 896 858 431 411 386 123 74 162 364 330 49 1324 1286 1257 1138 1118 1097 100 65
internal_count=3121 554 431 2567 347 274 2220 265 253 201 186 896 858 431 411 386 123 74 162 364 330 49 1324 1286 1257 1138 1118 1097 100 65
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 14 47 1 2 44 0 1 2 4 150 2 2 2 1 12 4 3 2 159 0 2 150 4 15
split_gain=12.5349 2.09542 1.03055 0.875479 0.72145 0.599598 0.512598 0.434395 0.385383 0.291494 0.282328 0.431711 0.281407 0.268513 0.222238 0.218638 0.19311 0.186097 0.169864 0.169712 0.152396 0.14869 0.157102 0.148154 0.1462 0.13058 0.122741 0.193842 0.115802 0.110277
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.10252500000000002 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.13501500000000002 1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.14960000000000004 0.022185000000000003 1.0000000180025095e-35 -0.0050599999999999994 0.116525 0.094835000000000017 0.13075500000000004 0.09141500000000001 -0.52556499999999995 -0.14847999999999997 0.11704500000000001 0.08154500000000002 -0.060129999999999996 0.10882500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 23 24 6 10 13 18 15 11 12 -4 16 20 28 -6 -18 -1 -5 21 -13 -23 -2 26 -22 27 -3 -7 -15
right_child=1 4 5 19 7 9 -8 -9 -10 -11 -12 14 -14 29 -16 -17 17 -19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075640911105968032 0.00066953338742524395 0.00062915925584511995 0.00069914058363349516 0.00044709524404549719 0.00018592355860904468 0.00076302201113598864 0.00087427220536325943 0.00045665497535480129 0.00043250678500295927 0.00047661207799877932 0.00094848703812150392 0.00089006377668941717 0.0005137187706062157 0.00022988468868496978 0.00063270908586826981 0.00047172641493570619 0.00047411965145394689 0.00027834062173388234 0.00056698078754586958 0.00025200100915789532 0.00070823885577354451 0.00057310827753760598 0.00074048708986337451 0.00048746470654127645 0.00032321357202552714 0.00058708074954242132 0.00039842904390296016 0.00039710128055337596 0.00065419044034751748 7.2646395893496285e-05
leaf_weight=28 122 31 61 60 64 44 83 37 68 39 20 25 65 27 100 23 24 84 52 24 452 22 1077 20 41 37 61 25 258 47
leaf_count=28 122 31 61 60 64 44 83 37 68 39 20 25 65 27 100 23 24 84 52 24 452 22 1077 20 41 37 61 25 258 47
internal_value=0 0.000396506 0.000699641 0.000550027 0.000317831 0.000709821 0.000723509 0.000258573 0.000541033 0.00063679 0.000716778 0.000714258 0.000603486 0.00022878 0.000722406 0.000656012 0.000271271 0.000321847 0.000633281 0.000391354 0.000727967 0.000740538 0.000737136 0.00064389 0.000423971 0.000699071 0.000459279 0.000525562 0.000670047 0.000130017
internal_weight=0 667 2454 226 441 2306 1942 283 148 364 1859 1839 126 246 1713 325 172 108 80 84 1613 1124 1099 142 158 489 117 56 302 74
internal_count=3121 667 2454 226 441 2306 1942 283 148 364 1859 1839 126 246 1713 325 172 108 80 84 1613 1124 1099 142 158 489 117 56 302 74
is_linear=0
shrinkage=0.00196078


Tree=8109
num_leaves=31
num_cat=0
split_feature=1 4 1 150 150 2 2 12 0 16 43 149 3 1 0 0 34 4 150 4 43 16 484 0 159 4 12 52 4 42
split_gain=0.438514 0.0674905 0.0516857 0.0523093 0.0467967 0.0427042 0.0399504 0.0376833 0.0335751 0.041246 0.0297652 0.0284164 0.0281465 0.0262065 0.0254325 0.0341733 0.0222868 0.022224 0.0307908 0.0212902 0.027088 0.0235261 0.0258419 0.0231518 0.0223411 0.0211504 0.0202202 0.0254481 0.0198731 0.0197442
threshold=0.10920500000000001 0.27287000000000006 0.089625000000000024 1.0000000180025095e-35 0.084680000000000019 0.25063000000000007 0.097070000000000004 -0.010834999999999999 -0.026509999999999995 0.11346000000000002 -0.085594999999999991 0.075040000000000009 -0.082689999999999986 0.13075500000000004 -0.13843999999999998 -0.026509999999999995 -0.038779999999999995 0.010840000000000001 0.08882000000000001 -0.0096849999999999974 -0.0030899999999999994 -0.45661999999999997 0.056480000000000009 -0.08317999999999999 -0.056644999999999994 -0.46376499999999993 0.093965000000000007 0.092650000000000024 -0.0052149999999999992 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 14 13 11 28 19 -10 -5 -1 -12 29 -2 26 -15 18 -14 20 -8 -21 23 -23 -25 -11 27 -16 -4 -3
right_child=1 5 3 10 -6 -7 8 -9 9 25 12 -13 17 16 15 -17 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0077915280408173068 0.0034977503539994365 0.0035079075626924007 0.0028373584067837025 0.0076497296034358439 0.0033355654882076878 -0.00089453444719159365 0.0091828118831229714 0.0073697437701807566 0.002126765196044289 0.0089433754186915328 0.00070292389835231012 0.011333566523440508 0.0043218903230237112 -2.2391283009373758e-05 0.010259700900851152 0.0038308427354101747 0.0032053252531767107 0.0029145301300256207 0.0092405031714588408 0.0089784081285709857 0.0064115106838691085 0.0040033526949330494 0.0091939552299057439 0.0037235586013159025 0.0072158166427268751 0.0046063636810603466 0.0062136229026197864 0.0061210388278899099 0.0068483074328729091 0.0061020767409354455
leaf_weight=1487 30 71 30 30 82 24 90 414 32 23 20 23 35 27 39 34 103 36 20 34 58 55 24 23 90 22 70 24 21 50
leaf_count=1487 30 71 30 30 82 24 90 414 32 23 20 23 35 27 39 34 103 36 20 34 58 55 24 23 90 22 70 24 21 50
internal_value=0 0.00424716 0.00734936 0.00654218 0.00534295 0.00313542 0.00759881 0.00705378 0.00677292 0.00487135 0.00485496 0.00784548 0.00409962 0.00352075 0.00617852 0.00666009 0.00253495 0.00484615 0.00611048 0.00716442 0.00809676 0.00655385 0.0061245 0.00568601 0.006505 0.00682306 0.00738336 0.00868307 0.00448893 0.00457988
internal_weight=0 554 2567 606 279 275 1961 465 451 77 141 1510 111 251 197 167 130 91 55 374 148 226 192 168 113 45 133 63 51 121
internal_count=3121 554 2567 606 279 275 1961 465 451 77 141 1510 111 251 197 167 130 91 55 374 148 226 192 168 113 45 133 63 51 121
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 12 42 14 2 2 1 47 1 0 150 43 12 4 2 52 157 52 483 10 2 43 3 4 4 12
split_gain=12.9233 1.98735 1.32054 1.07253 0.658988 0.654427 0.453064 0.417988 0.361241 0.332282 0.332193 0.293159 0.220076 0.229362 0.213893 0.173682 0.138318 0.177816 0.124757 0.121363 0.104698 0.103109 0.102154 0.0992339 0.097936 0.121544 0.118706 0.117397 0.0947981 0.110961
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.080389999999999989 0.10045500000000002 0.088105000000000003 -0.0060199999999999993 0.062655000000000016 0.14122000000000004 0.11474000000000002 0.14860500000000001 0.13082500000000002 0.089625000000000024 -0.10836499999999999 1.0000000180025095e-35 -0.080324999999999994 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 -0.56176499999999996 -0.069619999999999987 0.039215000000000007 0.085510000000000017 -0.013164999999999998 0.14285500000000004 -0.06984499999999999 0.30112000000000005 0.49041500000000005 -0.0070899999999999991 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 7 22 -1 12 14 28 11 24 16 -14 19 -8 17 -5 -15 -6 -18 -21 -3 -12 25 -4 27 -27 -7 -30
right_child=1 2 10 4 8 9 15 -9 -10 -11 23 -13 13 18 -16 -17 20 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00068781564466091768 0.00070627900141537593 0.00037239205342215091 0.00023222635514742019 0.00091532892212758661 0.0008000992443047318 0.00075644995985912672 0.00047978953722944224 0.00087275781011318459 0.00047448029557251004 0.00038772948384060215 3.209048438639868e-05 0.00049414705882794459 0.00053664780748493787 0.00057348982162486834 0.00050567313121975554 0.00025861833500219326 0.0005694108433416243 0.00074477507098823269 0.00071337558697075968 0.0006384508511444501 0.00071227615656900653 0.00070718052604392995 0.00048918455985246922 0.00019591563807073284 0.00020952717193404517 0.00051100575152078476 0.00024473541536780449 0.00031901449790480089 0.00068035122622122572 0.00050477785047362824
leaf_weight=35 74 188 50 24 30 21 43 80 41 26 21 27 37 27 29 20 21 1133 266 183 324 155 34 44 59 24 24 25 31 25
leaf_count=35 74 188 50 24 30 21 43 80 41 26 21 27 37 27 29 20 21 1133 266 183 324 155 34 44 59 24 24 25 31 25
internal_value=0 0.000403129 0.000365679 0.000709926 0.000718307 0.000450211 0.000508948 0.000734023 0.000649705 0.000579386 0.000265411 0.000303486 0.000727965 0.000682115 0.000667801 0.000409576 0.000738038 0.000748313 0.000700485 0.000680577 0.00070358 0.000669969 0.000390279 0.000142988 0.000275201 0.000306703 0.000357714 0.000413051 0.000644101 0.00060197
internal_weight=0 673 599 2448 2350 325 98 1912 438 103 274 209 1832 330 397 63 1502 1157 293 368 345 338 222 65 182 123 73 49 77 56
internal_count=3121 673 599 2448 2350 325 98 1912 438 103 274 209 1832 330 397 63 1502 1157 293 368 345 338 222 65 182 123 73 49 77 56
is_linear=0
shrinkage=0.00196078


Tree=8111
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 1 150 34 0 2 4 15 15 13 47 1 0 4 10 4 12 43 52
split_gain=16.9043 2.71473 1.8262 1.32084 1.0619 0.871965 0.558764 0.508165 0.440277 0.426885 0.369591 0.327379 0.258185 0.230388 0.215486 0.180177 0.179408 0.163808 0.157567 0.129468 0.126434 0.119064 0.11315 0.111724 0.153596 0.11082 0.10648 0.107865 0.101582 0.0956569
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.14122000000000004 0.11474000000000002 0.14753000000000002 0.089625000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 -0.095504999999999993 0.092365000000000017 0.27834500000000006 -0.41942499999999994 -0.095869999999999983 -1.0000000180025095e-35 0.090100000000000013 0.076935000000000017 0.14486500000000005 -0.0073899999999999999 -0.38124499999999995 -0.0070899999999999991 0.10061500000000002 -0.080324999999999994 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 7 11 12 -5 13 26 14 16 23 -4 19 -1 -16 -13 -14 -19 -3 -18 24 -7 -20 -6 -28 -10 -26
right_child=1 2 6 8 10 9 -8 -9 28 -11 -12 18 15 -15 17 -17 22 20 25 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00084395690188780574 0.00081370847268316573 0.00041304133359224595 0.00019737164646159848 0.00078511415075521176 0.00085988808858071823 0.00081293794125005371 0.00051562862978358787 0.00098329199827998522 0.00054165468889982903 0.0005419102390949262 0.00047043630597638146 0.00027012252111864441 0.00076317530514952408 0.00057716518180605809 0.00047399172536138971 0.00079413071599401417 0.00077891741133299627 0.00025467383657718358 0.00019349074621191796 0.0005777858124644149 0.00042926660691346662 0.00054232550091018862 0.0009318042341984955 0.00062924038134050452 0.00069250410979198175 1.6728716299814337e-05 0.00077627921416089426 0.00060372837000213244 0.00037582970210624965 0.0007880571761918339
leaf_weight=1217 71 190 45 28 21 181 37 79 49 41 26 32 30 27 33 270 268 52 25 28 23 32 20 22 101 30 30 26 20 67
leaf_count=1217 71 190 45 28 21 181 37 79 49 41 26 32 30 27 33 270 268 52 25 28 23 32 20 22 101 30 30 26 20 67
internal_value=0 0.000451086 0.000408318 0.000801969 0.00050802 0.000811221 0.000291339 0.000829315 0.000577741 0.000732414 0.000672566 0.000256761 0.000822679 0.000752038 0.00031137 0.000772831 0.000833543 0.000358869 0.000160725 0.000673677 0.000308216 0.000431677 0.000789535 0.000764765 0.000773308 9.70751e-05 0.000740818 0.000696166 0.000493589 0.000730612
internal_weight=0 673 602 2448 325 2351 277 1912 97 439 103 240 1833 398 153 328 1505 108 87 58 75 222 288 371 349 55 77 56 69 168
internal_count=3121 673 602 2448 325 2351 277 1912 97 439 103 240 1833 398 153 328 1505 108 87 58 75 222 288 371 349 55 77 56 69 168
is_linear=0
shrinkage=0.00196078


Tree=8112
num_leaves=31
num_cat=0
split_feature=1 2 12 123 4 4 2 11 2 1 4 1 1 150 50 47 0 1 11 15 2 49 0 4 2 14 43 43 16 43
split_gain=15.9103 2.14713 1.76823 1.55047 0.955807 0.7949 0.728525 0.494365 0.476163 0.440993 0.391002 0.323976 0.300764 0.480445 0.277843 0.250744 0.27244 0.220671 0.212005 0.192848 0.177106 0.169925 0.144831 0.12832 0.12815 0.126214 0.140267 0.12589 0.122737 0.114181
threshold=0.10752500000000002 0.14285500000000004 0.085055000000000006 1.0000000180025095e-35 0.36766000000000004 0.40124500000000002 0.14122000000000004 1.0000000180025095e-35 0.089885000000000007 0.077845000000000011 0.41379000000000005 0.12958500000000003 0.088975000000000012 0.081835000000000019 0.041865000000000006 0.090100000000000013 -0.062294999999999996 0.086920000000000011 0.078340000000000007 0.013270000000000002 -1.0000000180025095e-35 -0.012034999999999999 -0.23091999999999999 0.018150000000000003 0.31765000000000004 0.080160000000000023 -0.15323999999999996 -0.079914999999999986 -0.008904999999999998 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 6 21 7 8 17 -5 15 -12 23 -14 24 19 -17 22 -9 28 -19 -4 -1 29 -3 26 -20 -11 -2 -10
right_child=1 14 5 9 -6 -7 -8 18 12 27 11 -13 13 -15 -16 16 -18 20 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010001555903285156 0.00041950003505509653 0.00019072838964117732 0.00057733430216709764 0.00076934657469183119 0.00051045935787666342 0.00042911667578054844 0.000539811906469487 0.0010560312243848066 0.000801481166055026 0.00053063652779618395 0.00041502784056211611 0.00022814515018853749 0.0007345888730795944 0.00037970518766372813 0.0003685998409268221 0.0007218308263594569 0.0004215567713615551 0.00063312888961534705 0.00070694596312133448 0.00055154015328369888 0.00079192708243801138 0.00077618637382676598 0.00083147237348682262 0.00073112065846623936 2.1282974140861347e-05 0.00098842468523269882 0.00087999052297919737 0.00035761948923933952 0.00025647926442100359 0.00072801937451295027
leaf_weight=20 56 78 20 28 45 43 41 30 418 61 75 68 55 20 30 26 21 29 23 30 392 95 909 225 22 29 83 22 26 101
leaf_count=20 56 78 20 28 45 43 41 30 418 61 75 68 55 20 30 26 21 29 23 30 392 95 909 225 22 29 83 22 26 101
internal_value=0 0.000425606 0.000488488 0.000783161 0.000793555 0.00065656 0.000798919 0.00080347 0.0007956 0.00055656 0.000400556 0.000326161 0.0007583 0.000639953 0.0002031 0.000467465 0.000587666 0.000818228 0.000906935 0.000417024 0.000780988 0.000741603 0.000835104 0.00077023 0.00015345 0.000873802 0.000842443 0.000484777 0.000367811 0.000787185
internal_weight=0 590 460 2531 2420 158 2375 2334 2169 111 302 143 819 75 130 159 47 1350 165 112 421 115 929 744 100 135 106 83 82 519
internal_count=3121 590 460 2531 2420 158 2375 2334 2169 111 302 143 819 75 130 159 47 1350 165 112 421 115 929 744 100 135 106 83 82 519
is_linear=0
shrinkage=0.00196078


Tree=8113
num_leaves=31
num_cat=0
split_feature=1 3 4 457 2 12 2 47 0 4 0 1 4 4 4 1 160 0 50 1213 160 4 12 156 401 12 4 51 0 47
split_gain=0.581096 0.0823271 0.0692356 0.0634906 0.0538355 0.0498279 0.0478576 0.0440115 0.041404 0.0398932 0.0430472 0.0364145 0.0339046 0.0325637 0.030955 0.0380147 0.0292018 0.0283543 0.0318152 0.0339713 0.0305397 0.0423453 0.0333141 0.027457 0.027241 0.0370374 0.0259748 0.028651 0.0249324 0.0338646
threshold=0.10920500000000001 -0.049509999999999992 0.27834500000000006 0.29113500000000009 0.31358000000000003 -0.010834999999999999 0.11411 0.078345000000000012 -0.14920999999999998 0.033845000000000007 -0.11173999999999999 0.077565000000000009 0.038415000000000012 -0.095774999999999985 -0.17966999999999997 0.12000500000000001 0.088755000000000014 -0.085669999999999982 0.10877000000000002 0.104315 -0.55045999999999984 -0.51843499999999987 0.13597000000000004 0.013700000000000002 0.085605000000000014 -0.10022999999999999 -0.14098499999999997 -0.087719999999999979 -0.036484999999999997 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 14 7 28 13 11 10 -10 -7 16 -1 -3 -16 26 18 19 -12 -19 -22 -23 -11 25 -17 -13 -28 29 -2
right_child=1 4 -4 -5 -6 8 -8 -9 9 23 17 12 -14 -15 15 24 -18 20 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0026582395827228376 0.011288369574273626 0.0069962997099055962 0.0050932401346097536 0.0035042787651979818 -0.0008652359768071303 0.014015558636969044 0.0044426162374741713 0.011206894433125855 0.0048582429066300397 0.0075520012485465055 0.0097511068471639387 0.010216462090611458 0.012607929786598242 0.0067988172085560435 0.0053322561278537671 0.0061415908757436015 0.011947895176708698 0.0046659538607028402 0.0074514518574886448 0.0062744478943447275 0.011436955645266507 0.0083854346260926662 0.0045438608326746717 0.0039945694889562825 -0.00048291215207427743 0.0026775917865814189 0.0084992291778326051 0.0034888662974394504 0.0050589965262378645 0.0070692887315929589
leaf_weight=22 30 34 68 27 23 21 73 20 31 226 445 25 27 139 109 39 20 22 87 30 45 1219 23 24 20 148 25 21 26 52
leaf_count=22 30 34 68 27 23 21 73 20 31 226 445 25 27 139 109 39 20 22 87 30 45 1219 23 24 20 148 25 21 26 52
internal_value=0 0.00467046 0.00824157 0.00832724 0.00382128 0.00837992 0.00642044 0.00678262 0.00850611 0.00839807 0.00855417 0.0101788 0.00949602 0.00623302 0.00412925 0.00382077 0.00857271 0.0086154 0.00920952 0.00953153 0.00836033 0.00842348 0.00831429 0.00721049 0.00302487 0.00340003 0.00762195 0.00621189 0.0077573 0.00861285
internal_weight=0 554 2567 2499 373 2472 181 181 2291 2152 1902 139 118 161 350 316 91 1871 562 475 1309 1287 1242 250 207 187 71 46 108 82
internal_count=3121 554 2567 2499 373 2472 181 181 2291 2152 1902 139 118 161 350 316 91 1871 562 475 1309 1287 1242 250 207 187 71 46 108 82
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 43 2 1 14 4 2 48 1 3 52 1 49 14 0 4 13 15 1 13 157 1 43 52 13
split_gain=9.614 1.50164 0.834764 0.735119 0.540733 0.537189 0.364114 0.319998 0.215245 0.20858 0.196367 0.170288 0.151699 0.141976 0.181719 0.139847 0.12405 0.119878 0.101965 0.0991606 0.0855612 0.0915897 0.0979103 0.0839577 0.0872159 0.0810133 0.0720065 0.0691705 0.0683447 0.0676975
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.092235000000000025 0.31370500000000007 -0.025214999999999998 0.14122000000000004 0.077845000000000011 0.062655000000000016 -0.15464999999999998 0.11448000000000001 -0.015314999999999997 0.085760000000000017 -0.11171999999999999 0.048770000000000008 0.12205500000000001 -0.054984999999999992 0.062655000000000016 -0.23001499999999997 -0.013125 -0.078279999999999975 -0.23060499999999998 0.13332000000000002 -0.47860499999999995 -0.0041249999999999993 0.13075500000000004 -0.080324999999999994 0.26521500000000003 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 9 6 16 12 -4 13 -8 -12 -6 28 -15 23 -3 -2 20 -16 25 -22 -23 -7 -25 -14 29 -10 -1 -5
right_child=1 5 8 26 7 15 10 -9 27 -11 11 -13 18 14 19 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00065537544463706364 0.00043561677642973284 0.00031339280625530727 0.00058230322574367045 0.00042099096957436534 0.0004534505912425374 0.00020652365380896529 0.00056636957756054946 0.00041203634027972471 0.00041813114259232518 0.00075529715155853942 0.00044005095509652893 0.00030276647707196374 0.00067660279105465136 0.00042780657116250664 0.0004935385454493715 0.0002634386499514406 0.00021043757760953066 0.00059004442615691387 0.00072720487487507371 0.00062577146668079677 0.00061754078148119191 0.00066670227386152658 0.00053147192205525641 0.00015060718076049604 -2.0311536701864811e-05 0.00059885372467307903 0.00024379776209422382 0.00028129473775990457 0.00058037360378053969 0.00028431607632766642
leaf_weight=1000 23 89 28 38 30 23 21 41 49 62 62 79 62 20 23 34 91 121 22 419 99 23 196 22 24 305 24 20 49 22
leaf_count=1000 23 89 28 38 30 23 21 41 49 62 62 79 62 20 23 34 91 121 22 419 99 23 196 22 24 305 24 20 49 22
internal_value=0 0.000350949 0.000615564 0.000480344 0.000622919 0.000284652 0.000322039 0.000580636 0.000437307 0.000643832 0.000389478 0.000363133 0.000590015 0.000639258 0.000610619 0.000160513 0.000261343 0.000565379 0.00059581 0.000618891 0.00059159 0.000568048 0.000545674 0.000109796 6.14322e-05 0.000611988 0.000334569 0.000378468 0.000651872 0.000370877
internal_weight=0 673 2448 228 2351 445 342 778 97 1573 162 141 737 1511 462 103 180 144 707 442 685 318 219 69 46 367 84 69 1049 60
internal_count=3121 673 2448 228 2351 445 342 778 97 1573 162 141 737 1511 462 103 180 144 707 442 685 318 219 69 46 367 84 69 1049 60
is_linear=0
shrinkage=0.00196078


Tree=8115
num_leaves=31
num_cat=0
split_feature=1 52 3 4 39 2 50 2 52 13 132 1 481 2 151 16 16 47 0 43 42 0 483 1 3 49 159 483 3 3
split_gain=0.532412 0.113966 0.0740474 0.0575976 0.0500227 0.0470219 0.0396852 0.0321986 0.0306763 0.0303172 0.0287421 0.0433956 0.0280656 0.0293573 0.0274967 0.040083 0.0302859 0.0254687 0.0251906 0.0957292 0.0492851 0.0247138 0.0234369 0.02303 0.022339 0.0249734 0.0240823 0.0235611 0.0214191 0.0434327
threshold=0.10337500000000001 -0.40967499999999996 0.30112000000000005 0.40124500000000002 0.087735000000000021 0.089885000000000007 0.10616500000000001 0.14122000000000004 0.12492500000000002 -0.10278499999999999 0.10613500000000002 0.14754500000000001 -0.073474999999999985 0.15109000000000003 0.055020000000000006 0.052820000000000013 -0.004174999999999999 0.078345000000000012 -0.072594999999999979 -0.036954999999999995 0.087505000000000013 0.024095000000000002 0.09011000000000001 0.10658000000000002 0.090900000000000009 0.11560500000000001 0.11389500000000001 -0.095084999999999989 -0.14186499999999996 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 9 7 8 14 -1 11 -4 22 28 15 16 21 -6 24 20 -20 23 -7 -3 25 26 27 -11 -14 -30
right_child=1 2 10 -5 17 12 -8 -9 -10 18 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010624023343968605 0.0082188689497824027 0.0024587867074072935 0.0025940262048819718 0.0028360118650280954 0.0029237469141505552 0.011149669273517147 0.0080485596349067889 0.0016286697704344989 0.0084631285754342891 0.011385512125582017 0.0051651121130047474 -0.0022760145424399526 0.0090319256544009689 0.0035046055764541965 0.0084100141443989498 0.007348142176422036 0.00049131710336289627 0.0059771181330742209 0.0011251753817001979 0.010430064765651795 0.0066546433069743218 0.0012565720290876926 0.0073651573989385113 0.0058506608012014599 0.0052906509686220932 0.0052423086483031518 0.0056535048602983874 0.0084991965021412787 0.0027436681136134128 0.0073516407950675218
leaf_weight=56 87 26 77 22 139 36 56 24 30 29 26 24 72 20 22 44 22 34 27 44 40 20 30 87 23 24 29 1142 21 788
leaf_count=56 87 26 77 22 139 36 56 24 30 29 26 24 72 20 22 44 22 34 27 44 40 20 30 87 23 24 29 1142 21 788
internal_value=0 0.00482589 0.00435808 0.00792925 0.00490186 0.00797631 0.0056221 0.00512799 0.00546258 0.00834381 0.00220007 0.00143679 0.00743893 0.00729312 0.00505527 0.0046844 0.00392823 0.00352383 0.00824978 0.0068062 0.00442635 0.00449675 0.00942944 0.00507023 0.00837828 0.0084363 0.00850018 0.00857068 0.00737912 0.00723203
internal_weight=0 718 631 2403 504 2381 331 275 251 1414 127 101 967 901 221 199 155 173 1358 111 67 133 66 113 1247 1224 1200 1171 881 809
internal_count=3121 718 631 2403 504 2381 331 275 251 1414 127 101 967 901 221 199 155 173 1358 111 67 133 66 113 1247 1224 1200 1171 881 809
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 44 4 1 2 2 150 4 2 457 12 4 11 47 157 2 1 48 160 49 15 12 2 15
split_gain=20.7222 3.5959 1.92075 1.46972 1.26271 0.923108 0.627569 0.626275 0.557818 0.498955 0.474495 0.451459 0.361945 0.335954 0.294145 0.23544 0.194634 0.321121 0.177593 0.16221 0.141781 0.137661 0.193467 0.134258 0.127448 0.125346 0.112719 0.159015 0.162601 0.112667
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.094585000000000016 0.40473500000000007 0.092845000000000025 0.14285500000000004 0.14960000000000004 1.0000000180025095e-35 0.40945500000000007 -0.090999999999999984 0.26807500000000006 0.091545000000000015 -0.52556499999999995 1.0000000180025095e-35 0.090100000000000013 -0.07686999999999998 0.089005000000000015 0.08864000000000001 0.016865000000000002 -1.0000000180025095e-35 -0.053364999999999996 -0.15914499999999995 0.051320000000000005 0.079055000000000014 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 14 11 -6 -5 12 13 18 23 -1 16 17 -16 -7 -3 -18 26 -23 -4 -15 -11 -19 28 -28 -13
right_child=1 2 7 9 8 10 -8 -9 -10 25 -12 29 -14 24 15 -17 20 21 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00067269834366074223 0.00089556031406841775 0.00043535495316308572 0.00054242777359001437 0.00081882737557219655 0.00081608983132760852 0.00082650979160163712 0.0010799237633637231 0.00063374830126005385 0.00049719541144916432 0.00061599508135247883 0.0006009428331590046 0.00026873079850220041 0.00061134398146597694 0.00039240812407989129 0.0011625183154554929 0.00069922625573614282 0.00072295214079953491 0.0010555925127727535 0.00095252464501177517 0.00058422892515459584 0.00087753201606176193 0.00088930775356643342 0.00070493951868996318 0.00035201947488578555 0.00024352368941516671 0.0004366533882397103 0.0007095560808540927 0.00092633088224299573 0.00090856569654801313 0.00011261074186926412
leaf_weight=22 74 191 35 37 71 351 76 22 30 31 39 27 28 30 20 22 24 24 49 33 461 248 24 24 84 29 27 898 38 52
leaf_count=22 74 191 35 37 71 351 76 22 30 31 39 27 28 30 20 22 24 24 49 33 461 248 24 24 84 29 27 898 38 52
internal_value=0 0.000487783 0.000437406 0.000876274 0.000539356 0.000886033 0.000905377 0.00031648 0.000721369 0.000639746 0.000807994 0.000288782 0.00082686 0.000344865 0.00089804 0.000900815 0.000903329 0.000916013 0.000841947 0.000457287 0.000869883 0.000912097 0.00087304 0.000464974 0.000282704 0.000529313 0.00092286 0.000919552 0.0008259 0.000165968
internal_weight=0 673 599 2448 325 2351 1884 274 101 97 467 252 428 173 1808 1786 1764 1279 400 224 485 1259 272 59 114 60 987 963 65 79
internal_count=3121 673 599 2448 325 2351 1884 274 101 97 467 252 428 173 1808 1786 1764 1279 400 224 485 1259 272 59 114 60 987 963 65 79
is_linear=0
shrinkage=0.00196078


Tree=8117
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 2 14 1 2 4 0 49 50 1 1 1 40 15 52 4 52 1 47 4 43 13 0
split_gain=13.4204 1.98787 1.16535 0.971772 0.809922 0.625045 0.511558 0.495949 0.47515 0.442555 0.365031 0.297238 0.259783 0.192918 0.190196 0.162406 0.154464 0.147802 0.13129 0.124064 0.123284 0.116436 0.0973898 0.0973389 0.0956095 0.0930983 0.0920824 0.0835984 0.0745035 0.0744999
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.40124500000000002 0.14122000000000004 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.089885000000000007 -0.15464999999999998 -0.22491999999999998 -0.054984999999999992 0.041865000000000006 0.091195000000000012 0.12408500000000001 0.13075500000000004 -0.077714999999999992 -0.41942499999999994 -0.56176499999999996 0.04735000000000001 -0.16675999999999999 0.12958500000000003 0.090280000000000013 0.42642000000000008 -0.080324999999999994 0.05868000000000001 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 9 19 24 11 -4 16 -10 -13 -2 20 -1 26 28 -3 -6 -15 -22 -11 -9 -16 -14 -12 -5 -23
right_child=1 4 10 18 15 -7 -8 8 12 23 27 13 17 21 25 -17 -18 -19 -20 -21 22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068709110854037637 0.00042021073031184427 0.00025789276231910353 0.0006298751390280843 0.00041897765507823537 0.00015710539350121145 0.000360821577474832 0.00044379774699302051 0.00057866618201021488 0.00051633824393445377 0.0006839814278132776 0.00040911379193558412 0.00046795602906806447 0.00028645925804259475 0.00073225124908225304 0.00067315836664007484 0.00024532554496495718 0.00063024891942155118 0.00019276703833946522 0.00019481010634978636 0.00011513326158427506 9.6729471982803713e-05 0.00063383855411329069 -8.5267318246905793e-05 0.0008404081444035468 0.00040685701494415599 0.00056328056591751043 0.00040985686111910143 0.00026169139561421618 0.00027559695088050581 0.00051262630113199648
leaf_weight=1117 23 44 28 38 29 27 41 33 20 20 50 27 93 46 56 23 220 52 24 50 20 772 26 65 20 63 31 21 22 20
leaf_count=1117 23 44 28 38 29 27 41 33 20 20 50 27 93 46 56 23 220 52 24 50 20 772 26 65 20 63 31 21 22 20
internal_value=0 0.00033502 0.00064868 0.000484549 0.00025839 0.000657441 0.000660881 0.000303306 0.000349117 0.000664773 0.00044028 0.000659414 0.000304576 0.000631092 0.000583439 0.000101186 0.000677738 0.000280512 0.000317378 0.000181957 5.69826e-05 0.000636348 -6.13828e-06 0.000803602 0.000513833 0.000614988 0.000317309 0.00036551 0.000366405 0.000630778
internal_weight=0 667 2454 226 441 2355 2328 343 249 2287 99 2202 196 865 142 98 1337 176 84 94 75 838 46 85 53 119 124 71 60 792
internal_count=3121 667 2454 226 441 2355 2328 343 249 2287 99 2202 196 865 142 98 1337 176 84 94 75 838 46 85 53 119 124 71 60 792
is_linear=0
shrinkage=0.00196078


Tree=8118
num_leaves=31
num_cat=0
split_feature=1 52 2 4 52 2 51 132 15 48 12 9 43 2 13 11 12 1 2 0 2 2 15 16 42 1 1456 3 4 12
split_gain=0.599177 0.126487 0.0779141 0.0585336 0.0560518 0.0481882 0.0463012 0.0419442 0.0494606 0.057154 0.0374928 0.0443744 0.0388157 0.0588604 0.04446 0.0326912 0.0302294 0.0297344 0.0460254 0.0287426 0.0282104 0.026825 0.0261886 0.0368491 0.0253485 0.029199 0.0253098 0.0254836 0.0441607 0.0284225
threshold=0.10337500000000001 -0.42635499999999998 0.14753000000000002 0.40124500000000002 0.12492500000000002 0.092235000000000025 -0.42247999999999991 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.11650500000000001 0.099965000000000012 -0.070064999999999975 0.11362000000000001 -0.019614999999999997 1.0000000180025095e-35 0.085785000000000014 0.086920000000000011 0.087675000000000017 -0.23194499999999998 -0.0091949999999999983 0.15109000000000003 -0.40580499999999992 -0.4179199999999999 0.088295000000000012 0.088975000000000012 -0.12206499999999998 0.090900000000000009 -0.42529999999999996 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 15 -3 8 -4 -10 11 12 22 14 -14 17 -17 19 20 -1 -19 26 23 -8 -22 -26 -7 29 -29 -28
right_child=1 2 7 -5 -6 21 10 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 24 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.012522579804062845 0.0086259803859653275 0.0090949079531821471 0.0045658568860604785 0.0030872932233085688 0.0073317734430366687 0.010243835779348094 0.0036575660187130178 0.0054107769146737282 -0.0046986368548294364 0.0017709214240312578 0.0076297101797536022 -5.9315770864486695e-05 0.0098395079930519904 0.0038133448176948283 0.0052495596318633542 0.012777544874697925 0.0086213531451565881 0.0054155221535364881 0.0037059650147477025 0.0086963949701882627 0.0091729325425184971 0.0041050788429510291 0.0040887450020818507 -0.0015407648072578014 0.0039920153628502575 0.0079470541516673716 0.0079711141234050358 0.0084509798015157383 0.0031498207477852706 0.0055782941467003655
leaf_weight=20 82 21 26 22 84 38 30 28 22 36 31 25 36 135 51 35 35 37 26 1071 177 21 86 25 21 168 615 30 33 54
leaf_count=20 82 21 26 22 84 38 30 28 22 36 31 25 36 135 51 35 35 37 26 1071 177 21 86 25 21 168 615 30 33 54
internal_value=0 0.00492955 0.00445297 0.00822175 0.00496468 0.00826919 0.00451278 0.0020589 0.000941612 -0.000683049 0.00428313 0.00401574 0.00429639 0.0051205 0.00714885 0.0085865 0.0106994 0.00848919 0.00778386 0.00876654 0.00804695 0.00763136 0.00299886 0.00129469 0.00831297 0.00750761 0.00772754 0.00759691 0.00567418 0.00777797
internal_weight=0 718 636 2403 524 2381 440 112 84 58 419 388 363 222 87 1590 70 1520 429 1091 403 791 141 55 366 189 770 732 63 669
internal_count=3121 718 636 2403 524 2381 440 112 84 58 419 388 363 222 87 1590 70 1520 429 1091 403 791 141 55 366 189 770 732 63 669
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 2 4 4 2 14 4 1 47 0 12 52 1 124 14 16 14 3 0 4 39 50 43 2
split_gain=10.7176 1.36785 1.09814 0.894512 0.646403 0.508593 0.401392 0.391598 0.355714 0.353515 0.288303 0.240544 0.232303 0.155777 0.148653 0.147919 0.2068 0.133753 0.148337 0.1854 0.133543 0.117107 0.110481 0.107333 0.101445 0.0982062 0.0973537 0.0897716 0.0846987 0.211828
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.27287000000000006 0.091475000000000015 0.14285500000000004 -0.17966999999999997 0.40124500000000002 0.11389000000000002 0.076175000000000007 -0.0043399999999999992 0.16175000000000003 0.077555000000000013 -0.093584999999999988 0.12757000000000002 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.062655000000000016 0.10994000000000002 -0.45687499999999998 0.092670000000000016 -0.14001499999999997 -0.0070899999999999991 0.087690000000000004 0.08461500000000001 -0.080954999999999985 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 7 11 26 -6 25 14 24 15 22 20 -8 -17 18 19 -10 21 23 -7 -1 -4 -5 -3 -9 -2 -30
right_child=1 5 6 9 8 13 12 27 17 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00059261280350428227 0.00027428610359496496 0.00049289662666894779 0.00054728533932634816 0.00069237207106210587 0.00066106290679101524 0.0003274570707706552 0.00077590777607638203 0.00011234468317286854 0.00035778437101957844 0.000380060160715206 0.00040430284429973553 0.00081795237177168315 0.00057195040554278436 3.8345371409520211e-05 0.00075220182997171947 0.00064507210955768216 0.00046933037739520326 0.00056195310839915024 0.00033810760814865658 0.00058147309825297866 0.00076405613007498728 0.00068975398076700112 0.00018221026227339263 0.00044446350738266445 0.00067604552380651608 0.00056353676942438858 0.00034563750477314666 0.0002938534749680947 0.00052288376938418161 0.0003343241869261377
leaf_weight=103 43 45 24 46 28 24 31 22 28 29 23 46 240 25 35 553 27 22 73 29 20 38 125 23 1188 45 28 20 29 109
leaf_count=103 43 45 24 46 28 24 31 22 28 29 23 46 240 25 35 553 27 22 73 29 20 38 125 23 1188 45 28 20 29 109
internal_value=0 0.000344797 0.00063826 0.000437307 0.000546955 0.000248445 0.00065653 0.000349625 0.000457974 0.000568583 0.000613139 0.000678778 0.00062364 0.000181574 0.000635071 0.000643944 0.000636891 0.000420563 0.000396635 0.000471591 0.000612791 0.000594344 0.000205606 0.00056557 0.000673496 0.000628662 0.000436414 0.000198777 0.000350272 0.000373949
internal_weight=0 590 2531 301 422 289 2109 115 180 120 242 1258 851 174 219 611 580 152 130 57 184 164 149 126 1212 91 73 42 181 138
internal_count=3121 590 2531 301 422 289 2109 115 180 120 242 1258 851 174 219 611 580 152 130 57 184 164 149 126 1212 91 73 42 181 138
is_linear=0
shrinkage=0.00196078


Tree=8120
num_leaves=31
num_cat=0
split_feature=1 3 39 3 97 44 4 1 3 2 4 42 0 0 2 42 47 12 0 3 1446 15 403 52 2 0 0 16 0 4
split_gain=0.549324 0.0791583 0.0759686 0.0690251 0.0669552 0.0576592 0.0553194 0.0759325 0.0517663 0.0460264 0.0424219 0.0370695 0.0454087 0.0333571 0.0322112 0.0340913 0.0302319 0.0290039 0.0338435 0.0286792 0.055976 0.0387576 0.0369499 0.0284219 0.0282709 0.0282136 0.0272617 0.0304147 0.0255919 0.0246165
threshold=0.10920500000000001 0.30112000000000005 0.087735000000000021 0.11924500000000002 -0.0047149999999999996 1.0000000180025095e-35 -0.073934999999999987 0.098420000000000021 0.092670000000000016 0.10731 -0.036839999999999991 0.11649000000000002 -0.036484999999999997 -0.085669999999999982 1.0000000180025095e-35 -0.019989999999999997 0.082095000000000015 0.092255000000000018 -0.22491999999999998 -0.086049999999999988 0.083715000000000026 0.085550000000000015 -0.15148499999999998 0.11277500000000001 0.094565000000000024 -0.053834999999999994 -0.10474999999999998 -0.25582999999999995 -0.065229999999999996 0.50500500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 -1 6 13 8 11 -5 -2 12 -8 19 28 -16 -9 18 -17 20 21 -6 -21 -15 -25 -13 27 -3 -12 -28
right_child=1 26 -4 9 5 -7 7 16 -10 -11 14 25 -14 23 15 17 -18 -19 -20 22 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0027486717274699075 0.0086329957113621091 0.001201451854226557 0.0031395943979413855 0.0069167266638639081 0.011133025742389939 0.012207280118018389 0.0079411776943640409 0.0043771692906308026 0.0034633838386949282 0.00058436775844628844 0.0083823258549524868 0.0037789718760177491 0.0031355441873893147 0.0081716549220047299 0.00049889842281118039 0.0027065592080665131 0.0075954333454137674 0.002000270826742053 0.0071497587168899675 0.004391019647009671 0.014890770865199361 0.0070710179214252215 0.0089819978707401139 0.0036731557687744499 0.0083678606062439157 0.008378992527723313 0.002049163163334517 0.005256128688091161 0.0051476525279748088 -0.0025111781881423669
leaf_weight=26 47 37 157 24 55 30 1165 108 29 22 47 40 20 710 20 24 40 25 60 20 23 41 142 29 23 20 29 37 51 20
leaf_count=26 47 37 157 24 55 30 1165 108 29 22 47 40 20 710 20 24 40 25 60 20 23 41 142 29 23 20 29 37 51 20
internal_value=0 0.00425492 0.00489349 0.00772703 0.00779708 0.00784969 0.00779665 0.00739094 0.00764 0.00388821 0.00589846 0.00773729 0.00786007 0.0083498 0.00533228 0.00429401 0.00524697 0.00499036 0.00588027 0.00928107 0.0104598 0.00939821 0.00841521 0.00800637 0.00574966 0.00531231 0.00201734 0.00322879 0.00669898 0.000187799
internal_weight=0 554 431 2567 2521 2495 2465 1422 1274 46 274 1245 1185 1043 227 129 148 109 84 281 119 96 162 762 52 60 123 74 98 49
internal_count=3121 554 431 2567 2521 2495 2465 1422 1274 46 274 1245 1185 1043 227 129 148 109 84 281 119 96 162 762 52 60 123 74 98 49
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 10 13 13 2 34 2 2 4 0 3 2 16 31 2 0 51 4 15 52 43 2 13 1453 12 4
split_gain=0.449983 0.107695 0.074435 0.0689421 0.0726775 0.0490583 0.0489187 0.0475321 0.0415489 0.0405098 0.0451534 0.0499417 0.0396714 0.0386081 0.0333202 0.0377626 0.0339031 0.0324994 0.0319574 0.0340998 0.031833 0.0307986 0.0374782 0.0298416 0.0275947 0.030975 0.0325206 0.0270803 0.0331361 0.026708
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.078139999999999973 0.11924500000000002 -0.079859999999999987 0.021350000000000004 0.23855500000000004 0.10855000000000002 -0.021334999999999996 0.116525 -0.15339499999999998 0.053180000000000012 -0.052984999999999997 -0.13309499999999996 0.081685000000000021 0.042200000000000008 -0.077289999999999984 0.081135000000000013 -0.14454499999999995 0.16385000000000002 -0.062539999999999984 -0.41942499999999994 0.08257500000000001 0.0016850000000000001 0.098035000000000011 -0.053889999999999993 -0.044999999999999991 0.08486500000000001 0.51164000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 13 23 8 18 17 11 -11 14 -2 15 -3 20 -7 -4 -20 24 -12 29 -5 25 -16 -27 -18 -29 -23
right_child=5 12 3 4 -6 9 -8 -9 -10 10 21 -13 -14 -15 16 -17 27 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=2.6749736507949623e-05 0.0024509534864619407 0.012055988816751375 0.0026755750513445861 0.0071901528769304631 0.0035726964366264071 0.0031452092417347216 0.0030223765880800784 0.0077035116572533886 0.0003355195815161364 0.0022974925081211107 0.006532919575946163 0.0074379394854611107 0.0060468304705581476 -0.0030339534228135435 0.0075597419842416795 0.0080015756660776049 0.0028273202042328194 -0.0020203130851898874 0.0034659289575984078 0.0086931194859341931 0.0040415943092999181 0.0069159405843283121 0.0012483594549256702 0.010029686045494271 0.0066446840337067038 0.012953713079067794 0.0081453170066174037 0.0097997133723563626 0.0061084901464732409 0.0027098514184924882
leaf_weight=23 33 27 54 233 65 29 25 31 34 27 23 63 283 21 1021 154 22 21 24 26 28 26 86 44 329 22 39 27 245 36
leaf_count=23 33 27 54 233 65 29 25 31 34 27 23 63 283 21 1021 154 22 21 24 26 28 26 86 44 329 22 39 27 245 36
internal_value=0 0.00683661 0.00559734 0.00583638 0.00660598 0.00310017 0.00725885 0.00416509 0.00337023 0.00358325 0.00408279 0.00589581 0.00715193 0.000317934 0.00731533 0.00860638 0.00718049 0.00097569 0.00436235 0.00618407 0.00738041 0.00312857 0.00259951 0.0076412 0.00744667 0.00769052 0.00987949 0.00620195 0.0064749 0.0044737
internal_weight=0 2756 559 536 367 365 302 169 138 311 261 90 2197 54 1914 181 1733 50 104 50 1439 171 148 277 1411 1082 61 294 272 62
internal_count=3121 2756 559 536 367 365 302 169 138 311 261 90 2197 54 1914 181 1733 50 104 50 1439 171 148 277 1411 1082 61 294 272 62
is_linear=0
shrinkage=0.1


Tree=8122
num_leaves=31
num_cat=0
split_feature=1 2 9 44 0 4 14 10 0 1 160 13 2 13 2 151 34 2 2 48 12 1 4 97 50 483 4 15 4 48
split_gain=0.364486 0.0888647 0.0484311 0.0511316 0.0475362 0.0443233 0.0419691 0.0397373 0.0360257 0.062061 0.0424163 0.0358202 0.0350946 0.0362733 0.0337901 0.0702541 0.0332599 0.0330123 0.0343777 0.0319739 0.0315171 0.0457982 0.0341167 0.03027 0.0254916 0.0349933 0.0252827 0.0316507 0.0219803 0.0216359
threshold=0.11829500000000003 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13027499999999997 0.42642000000000008 0.062655000000000016 -0.079859999999999987 -0.13027499999999997 0.083135000000000014 0.08443500000000001 -0.15714499999999998 0.15361500000000003 -0.14179999999999995 -0.090999999999999984 -1.0000000180025095e-35 -0.038779999999999995 0.11870500000000002 -0.15339499999999998 -0.075804999999999984 0.087695000000000009 0.093400000000000025 -0.51843499999999987 -0.079444999999999988 0.10917 -0.096724999999999992 -0.062539999999999984 -0.41942499999999994 0.51388000000000011 0.078735000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 19 8 11 9 -4 -11 -2 13 -6 15 -10 23 18 -18 -3 21 22 -16 -9 25 -24 -19 28 -28 -21
right_child=7 4 3 -5 12 -7 -8 16 14 10 -12 -13 -14 -15 20 -17 17 26 -20 29 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0030724495371076757 0.0031656762017519217 0.006833234757282299 0.0077891129890064669 0.011575144473463299 0.0023312241169540877 0.0080161818547085633 0.0086688247347688849 0.0030718160424536719 0.00061411263554223949 0.00026268438720281295 0.0053771801630876238 -0.0020174876033949357 0.0017390157921578398 0.0060405404026622157 0.010796519283162938 0.0081655640080994501 0.0020677432866284141 0.0058796275736075704 0.0062599279760369962 0.00049300247211814729 0.0061938410791251295 0.011647060194185802 0.010958936597619739 -0.0021957762324018404 0.0043118486228661658 0.0068158082453986177 0.0058494090517342556 0.0010475868302386342 0.0020817036119600138 0.0033520210744241649
leaf_weight=41 24 20 38 20 28 21 85 24 28 34 31 30 22 451 22 22 27 23 71 37 985 21 21 20 39 697 32 84 30 93
leaf_count=41 24 20 38 20 28 21 85 24 28 34 31 30 22 451 22 22 27 23 71 37 985 21 21 20 39 697 32 84 30 93
internal_value=0 0.00615295 0.0064754 0.00654369 0.00515298 0.00371335 0.00649395 0.00279015 0.00639856 0.00457874 0.00270191 0.000286141 0.00564434 0.00582371 0.00650071 0.00393675 0.00322493 0.00364474 0.00510494 0.00311096 0.00657253 0.00703879 0.00691456 0.000677456 0.00680174 0.00693699 0.00279799 0.00231253 0.00402633 0.0025383
internal_weight=0 2756 2084 2043 672 171 2023 365 1938 103 65 54 501 479 1835 50 311 267 98 150 1785 800 779 44 757 718 169 146 62 130
internal_count=3121 2756 2084 2043 672 171 2023 365 1938 103 65 54 501 479 1835 50 311 267 98 150 1785 800 779 44 757 718 169 146 62 130
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 4 4 4 52 0 2 14 2 2 0 4 4 15 2 16 2 2 47 10 14 4 457 12 15
split_gain=13.0221 1.50785 1.38266 1.00743 0.698539 0.682477 0.439979 0.407211 0.375426 0.358119 0.344935 0.337994 0.252146 0.23329 0.23033 0.221104 0.211406 0.186409 0.268942 0.146455 0.140662 0.129719 0.127795 0.124926 0.124814 0.107382 0.111336 0.101817 0.101468 0.0857028
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13657000000000002 0.08864000000000001 0.088105000000000003 0.40473500000000007 0.042705000000000007 -0.17966999999999997 0.08257500000000001 -0.23194499999999998 0.10444500000000002 0.076175000000000007 0.17025000000000004 0.092365000000000017 -0.078904999999999989 0.27834500000000006 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.10850999999999998 0.12358500000000001 0.14122000000000004 0.12171500000000002 -0.38124499999999995 -1.0000000180025095e-35 0.50822500000000004 0.045365000000000009 0.085495000000000015 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 10 22 -7 12 -6 11 -1 15 14 23 -4 27 20 19 -19 -12 28 -16 25 -5 -15 26 -3 -10 -9 -22
right_child=1 3 7 13 8 6 -8 16 9 -11 17 -13 -14 24 21 -17 -18 18 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091747124671086051 0.00069862332976062191 0.00053121319578057914 0.00074286507632703302 0.00024090415087290757 0.0007265273733730183 0.00062945751875054603 0.00036271109224412764 0.00083512402340477586 0.00064287106637530927 0.00072970276901003722 0.00078836067061348737 0.00034055512531115542 0.00086010084318813588 0.00019095582648874981 0.0007003119450302033 0.00039784814614583465 0.00046248336820006649 0.0006631899857653307 0.00043537156107194974 0.00059092251109141931 0.00065021213947557936 0.00056257465911679579 0.00023651570238643235 0.00041095113856535331 -1.0391123885033177e-05 0.00034637970009453845 0.00034709796257863316 0.00050014011623848069 0.00068486684176110918 0.00052359996305791588
leaf_weight=22 52 28 1332 98 31 70 36 20 46 22 52 57 59 29 430 36 21 76 27 20 61 28 32 20 20 182 23 33 127 31
leaf_count=22 52 28 1332 98 31 70 36 20 46 22 52 57 59 29 430 36 21 76 27 20 61 28 32 20 20 182 23 33 127 31
internal_value=0 0.000379784 0.000703263 0.000348967 0.00060081 0.000405893 0.000538864 0.000723763 0.000526163 0.000494146 0.000686066 0.000464017 0.00073398 0.0002225 0.000729823 0.000525211 0.000651105 0.000656975 0.000603471 0.000733517 0.000667678 0.000691891 0.000352705 0.000269726 0.000108773 0.000368662 0.000448181 0.000583249 0.00070531 0.000607549
internal_weight=0 590 2531 538 422 371 106 2109 225 194 197 172 1849 167 1790 115 260 175 103 72 239 458 265 118 49 233 51 79 147 92
internal_count=3121 590 2531 538 422 371 106 2109 225 194 197 172 1849 167 1790 115 260 175 103 72 239 458 265 118 49 233 51 79 147 92
is_linear=0
shrinkage=0.00196078


Tree=8124
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 1 123 2 4 1 2 2 4 1 3 2 16 1 3 15 16 3 12 47 47 14
split_gain=21.7266 3.74386 2.36244 1.69655 1.08064 0.904762 0.731059 0.631646 0.602701 0.598453 0.513099 0.374117 0.37077 0.361572 0.422048 0.345496 0.325807 0.295553 0.287243 0.268737 0.229133 0.217698 0.231654 0.185366 0.181724 0.156695 0.136894 0.13022 0.124959 0.144232
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.095545000000000005 0.085505000000000012 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.077845000000000011 0.088205000000000019 0.13754500000000003 -0.013125 0.086920000000000011 0.089775000000000008 -1.0000000180025095e-35 0.50822500000000004 0.093100000000000002 0.149315 -1.0000000180025095e-35 -0.44310499999999992 0.075045000000000014 -0.097174999999999984 -0.41942499999999994 0.10246000000000001 0.31534000000000006 0.087695000000000009 0.10350500000000001 0.078345000000000012 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 7 11 27 13 12 -5 18 15 21 26 19 -3 -17 20 -7 -15 -14 22 -6 -13 28 -25 -1 -4 29 -2
right_child=1 5 6 9 8 10 -8 -9 -10 -11 -12 23 17 14 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096247217701107867 0.00059969188985421816 0.00025242567247486851 0.00093900354656194023 0.00088825453625840628 0.00072192466350830579 0.00073758915988911017 0.00055261474130127361 0.0011182757677818214 0.00060378134741352802 0.00054837320741365526 0.00025717110940645232 0.00028590147273943703 0.0009612844128291724 0.00073339141388070858 0.00060118484036887393 0.00060901922285974198 0.00028134904327053653 0.00063497974279047066 0.00045031447333536998 0.00090852665173299341 0.00079980799228293836 0.00098040947398426483 0.00089755078546361982 0.00018878567457645558 0.0006817123617100365 -1.8170432298844298e-05 0.0009207472918656796 0.00080950339165434203 0.00059484169316814293 0.00044142152881954496
leaf_weight=728 26 64 72 28 35 32 32 70 39 69 21 40 41 37 20 28 20 35 23 376 192 96 165 39 20 22 517 51 34 149
leaf_count=728 26 64 72 28 35 32 32 70 39 69 21 40 41 37 20 28 20 35 23 376 192 96 165 39 20 22 517 51 34 149
internal_value=0 0.000502814 0.000629686 0.000900608 0.000911093 0.000334237 0.000816623 0.000935784 0.000839519 0.000646483 0.000517904 0.000268703 0.00085582 0.000928171 0.000879365 0.000346739 0.00047249 0.000802985 0.000617456 0.000892837 0.000828222 0.000903657 0.000866816 0.000182168 0.000503156 0.000114146 0.000945145 0.000885308 0.000486069 0.000464936
internal_weight=0 673 384 2448 2351 289 155 1748 603 97 76 213 564 1678 433 112 48 268 55 413 233 296 200 101 229 61 1245 123 209 175
internal_count=3121 673 384 2448 2351 289 155 1748 603 97 76 213 564 1678 433 112 48 268 55 413 233 296 200 101 229 61 1245 123 209 175
is_linear=0
shrinkage=0.00196078


Tree=8125
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 1 1 2 475 2 12 4 43 3 151 12 160 123 10 16 52 52 1 16
split_gain=9.63361 1.61454 1.03002 0.815373 0.521673 0.468679 0.314473 0.302669 0.271552 0.253765 0.24159 0.188991 0.181468 0.203478 0.111368 0.107812 0.103914 0.100835 0.0940748 0.0791321 0.0779225 0.0989016 0.0755993 0.0751837 0.0927651 0.075449 0.0743135 0.162948 0.103769 0.0891016
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.40473500000000007 0.14960000000000004 0.15799000000000005 0.089625000000000024 0.090425000000000019 -0.082014999999999991 -0.0091949999999999983 0.087695000000000009 -0.50940999999999981 -0.080324999999999994 0.086245000000000016 -0.088784999999999989 -0.094384999999999983 -1.0000000180025095e-35 0.11679000000000002 -1.0000000180025095e-35 -0.39185999999999993 0.039215000000000007 -0.12647999999999995 0.084525000000000003 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 11 12 -5 -6 14 23 16 15 -7 -14 17 -1 -10 -19 -3 -22 -21 24 -4 -26 27 -16 -29 -28
right_child=1 2 6 8 9 10 -8 -9 18 -11 -12 -13 13 -15 26 -17 -18 19 -20 22 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.00078431853400471869 0.00062353559957107891 0.00041951121031945826 0.00017401451968758927 0.00060039337213132896 0.00057019505809714191 0.00067601473721404324 0.00040022189209211044 0.00075859401117475906 0.00041838875681497577 0.00036343595636117624 0.0003841858907134959 7.2855241231474215e-05 0.00046818784023282907 0.00041202343635114968 0.00059367835158569008 0.00061400305090908219 0.00062332460353135149 0.00065728216833265828 0.00025782778964140546 0.00065298813119544585 0.00044492510769068432 0.00030782761098284374 0.00048661088757043013 0.00011760353025511589 0.0002305881177375917 0.00032697251763894584 0.00062602435365050079 0.00051926137520501856 0.00036478343851913033 0.00052530454123950068
leaf_weight=23 76 40 55 28 74 41 37 76 47 33 26 35 21 23 122 272 670 743 20 21 23 168 21 21 76 53 127 82 21 46
leaf_count=23 76 40 55 28 74 41 37 76 47 33 26 35 21 23 122 272 670 743 20 21 23 168 21 21 76 53 127 82 21 46
internal_value=0 0.000353919 0.000320601 0.000616298 0.000393244 0.000623543 0.00023196 0.000637395 0.00043823 0.000506428 0.000567835 0.000206019 0.000632261 0.000589612 0.000578712 0.000603552 0.00064138 0.000656351 0.00037046 0.000652602 0.000340817 0.000324337 0.0005698 0.000228755 0.00024144 0.000270188 0.000568688 0.000545194 0.000487766 0.000599243
internal_weight=0 691 615 2430 338 2335 277 1870 95 107 465 240 1794 316 439 293 1478 808 67 785 231 191 42 205 184 129 398 225 103 173
internal_count=3121 691 615 2430 338 2335 277 1870 95 107 465 240 1794 316 439 293 1478 808 67 785 231 191 42 205 184 129 398 225 103 173
is_linear=0
shrinkage=0.00196078


Tree=8126
num_leaves=31
num_cat=0
split_feature=1 4 12 3 43 150 150 2 12 1 13 43 1 44 3 0 133 12 376 4 16 15 3 0 16 0 1 2 16 13
split_gain=0.497707 0.0759303 0.0637655 0.0680017 0.0598137 0.0596298 0.0455528 0.0451859 0.0340614 0.0343196 0.0325743 0.0310214 0.0301021 0.0299463 0.0312843 0.0293845 0.0295883 0.0342882 0.0291801 0.0272874 0.0289508 0.0337019 0.0344563 0.0290907 0.0449546 0.0390866 0.0263615 0.0263072 0.0261783 0.0252202
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.11924500000000002 -0.074359999999999996 0.10980500000000001 0.084680000000000019 0.25063000000000007 0.087830000000000005 0.089875000000000024 -0.14819499999999997 -0.085594999999999991 0.14262000000000002 0.081805000000000017 -0.0063699999999999989 -0.13843999999999998 0.048520000000000008 0.092465000000000006 0.083785000000000012 0.00063500000000000004 -0.014754999999999999 -0.074054999999999996 -0.15713499999999997 -0.06563999999999999 0.10246000000000001 0.13134000000000004 0.079415000000000013 0.085730000000000015 0.62925500000000012 0.10820000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 11 13 12 29 9 10 -4 -1 15 14 26 -2 17 -17 -13 20 -10 -22 28 -24 -25 -26 -6 -16 -23 -3
right_child=1 7 8 -5 5 -7 -8 -9 19 -11 -12 18 -14 -15 27 16 -18 -19 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0062155648526784624 0.0032914197394767635 0.0035155939810591931 0.011344883493923893 0.0015751613148798544 0.0072329010668909181 0.0023399418738501319 0.0031249975061122892 -0.0013813687449631593 0.0078439235200886085 0.0041944926928566854 0.0079831433271415862 0.00055902573093771942 0.0026110989255054545 0.011127005556287865 0.010124024190008641 0.009963281763928189 0.0042489066167036077 0.0063770745136162701 0.0048740771680795235 0.0063559312151089111 0.0087420166686069285 0.010632779303103171 0.0065028768874709989 0.00023654826439789241 0.0034563113314410054 0.008826469565215319 0.0028486215393058959 0.00735756024839836 0.0063460087578278042 0.00033154531660589524
leaf_weight=76 26 223 30 30 32 22 82 24 624 23 735 25 24 24 46 42 32 73 42 314 69 29 181 21 33 23 24 136 28 28
leaf_count=76 26 223 30 30 32 22 82 24 624 23 735 25 24 24 46 42 32 73 42 314 69 29 181 21 33 23 24 136 28 28
internal_value=0 0.00394323 0.00724819 0.00617725 0.00650058 0.00734042 0.00510553 0.00276403 0.00748014 0.00800055 0.00811498 0.00483266 0.00592991 0.00776031 0.00742081 0.00639032 0.00693843 0.00768682 0.00326398 0.00716994 0.00742351 0.00674035 0.00630189 0.00581029 0.00418227 0.00566191 0.00535392 0.00805678 0.008527 0.0031604
internal_weight=0 554 2567 457 427 284 279 275 2110 788 765 143 197 262 238 173 147 115 67 1322 1008 384 315 258 77 56 56 182 57 251
internal_count=3121 554 2567 457 427 284 279 275 2110 788 765 143 197 262 238 173 147 115 67 1322 1008 384 315 258 77 56 56 182 57 251
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=31
num_cat=0
split_feature=1 12 1456 1375 43 3 43 4 3 12 3 51 4 3 3 2 34 3 16 3 42 0 159 52 133 403 160 2 51 159
split_gain=0.409067 0.102231 0.0626234 0.0559332 0.0503565 0.0640023 0.0450885 0.0469077 0.044912 0.0423136 0.0380117 0.0375488 0.035866 0.035139 0.032663 0.036994 0.0498062 0.0374303 0.0302762 0.032361 0.0505881 0.0346098 0.0292068 0.0286126 0.0282771 0.0383258 0.0268513 0.0274535 0.0251938 0.0245193
threshold=0.11829500000000003 0.051320000000000005 -0.077604999999999993 -0.27302499999999996 -0.078139999999999973 0.12178000000000001 -0.11720999999999999 1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 -0.11171999999999999 -0.08824499999999999 0.40124500000000002 -0.13309499999999996 0.12745000000000004 0.13501500000000002 -0.021334999999999996 -0.0096849999999999974 -0.010264999999999998 -0.10217499999999997 -0.062154999999999995 -0.09515499999999999 0.097885000000000014 -0.10286999999999999 0.11524500000000001 -0.084339999999999984 -0.085834999999999981 0.081685000000000021 -0.083899999999999988 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 10 -5 11 14 -10 -6 -8 13 26 15 16 -2 -17 23 20 -20 -21 -11 -15 25 -23 -3 -28 -25 -26
right_child=8 12 3 4 5 -7 7 -9 9 22 -12 -13 -14 18 -16 17 -18 -19 19 21 -22 24 -24 28 29 -27 27 -29 -30 -31
leaf_value=0.0095727509961673826 0.0011179252376043521 0.0051825535641650544 0.00012532372392066147 0.0062874410154145901 0.0027474826723337172 0.0027442448494680739 0.00024584217251024461 -0.00081375047227303537 0.0038897325839463842 -0.0019802181437330018 0.0068306588356931057 0.0050162545883336643 0.0036737165076805183 0.0099207746105328693 0.0062405459009919713 0.0025937639752900681 0.005147519619769861 -0.0024230713763972746 0.00701218197299611 0.010363435093313457 0.00022363013324692199 0.010563153484170992 0.0024995254797183656 0.0093169898579253656 0.0066770579209939271 0.0062007087462883047 0.011448679189628887 0.0079680141789759407 0.0067675408055747135 0.0026340134056226819
leaf_weight=31 43 28 23 49 25 55 22 29 34 43 259 66 38 31 38 58 107 20 21 20 23 21 22 40 24 491 27 141 1252 40
leaf_count=31 43 28 23 49 25 55 22 29 34 43 259 66 38 31 38 58 107 20 21 20 23 21 22 40 24 491 27 141 1252 40
internal_value=0 0.00641202 0.00520459 0.00494813 0.00516778 0.00586655 0.00374077 0.00267421 0.00284949 0.00103122 0.00647122 0.00382365 0.00671923 0.00677284 0.00352621 0.00307383 0.00399237 0.0013074 0.00664536 0.00608071 0.00346362 0.00627391 -0.000463997 0.00691851 0.00613192 0.00637964 0.00804957 0.00852741 0.00684647 0.00415016
internal_weight=0 2756 559 528 505 339 166 117 365 99 284 88 2197 2159 266 228 150 78 1963 640 44 596 65 1323 576 512 196 168 1292 64
internal_count=3121 2756 559 528 505 339 166 117 365 99 284 88 2197 2159 266 228 150 78 1963 640 44 596 65 1323 576 512 196 168 1292 64
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=31
num_cat=0
split_feature=1 12 15 4 15 3 0 1 1 12 47 40 14 151 0 16 12 4 49 13 13 403 133 1420 1419 12 12 13 16 1213
split_gain=0.331344 0.0828071 0.0509857 0.0540786 0.0761182 0.0832365 0.0717586 0.0418354 0.037961 0.0320516 0.0311841 0.0426829 0.0323617 0.0295241 0.028967 0.0347591 0.0257798 0.0307319 0.0380164 0.0275029 0.0221512 0.02074 0.0208813 0.0206426 0.0273884 0.0268343 0.0512788 0.0330215 0.0205473 0.0273779
threshold=0.11829500000000003 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.015744999999999999 0.11296500000000002 -0.071924999999999989 0.095950000000000021 0.14860500000000001 0.099815000000000015 0.085505000000000012 -0.0087249999999999984 -0.46166999999999997 -0.086029999999999981 -0.019414999999999998 -0.25582999999999995 0.11734000000000001 0.51608000000000009 -0.049039999999999993 -0.081434999999999994 0.26746000000000009 -0.080719999999999986 0.41484500000000007 -0.083904999999999993 0.085980000000000015 0.097575000000000009 0.096990000000000007 -0.008624999999999999 0.41553500000000004 -0.07797999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 13 10 23 12 -12 -2 -5 15 -10 17 18 -14 -20 21 22 -11 24 -3 26 -25 -27 29 -23
right_child=8 9 -4 4 5 -7 -8 -9 14 20 11 -13 16 -15 -16 -17 -18 -19 19 -21 -22 28 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0068748566054113924 0.0055854817231496181 0.0059752002231438055 0.0074910080220935678 0.009321711172482797 0.00634316154755652 -0.0044875892665004356 -0.00091100717335939403 0.0036411771980708824 -0.00068578700090504512 0.0084118588849378291 0.0010369196990504862 0.0058691090664497632 0.0030817219793971163 0.0052646879110545899 -0.0021899871167708903 0.0050743450672598557 0.0052500730223982829 0.0033432993675391615 -0.0039833305270544125 0.00038421971574122008 0.0082006273042086672 0.0077178177362795738 0.0049651844200128935 0.0061592535052686767 0.011088266066508368 0.010022740349030265 0.0018444569728671924 0.0056501937523153762 0.0068636988129998954 0.0039372121692536855
leaf_weight=73 27 22 58 21 30 20 25 209 22 32 25 68 35 123 26 20 20 55 21 46 23 21 39 1689 20 39 28 31 35 218
leaf_count=73 27 22 58 21 30 20 25 209 22 32 25 68 35 123 26 20 20 55 21 46 23 21 39 1689 20 39 28 31 35 218
internal_value=0 0.00577082 0.00468413 0.00435918 0.00393011 0.00103691 0.00304581 0.00454481 0.00256454 0.00604731 0.00305252 0.00457013 0.00236066 0.00585634 0.000433234 0.00205713 0.00186874 0.001438 0.000410632 -0.000984714 0.00519579 0.00499547 0.00651862 0.00621864 0.00840999 0.00616713 0.00608889 0.00808633 0.00460079 0.0042694
internal_weight=0 2756 559 501 428 75 55 353 365 2197 297 93 204 144 68 42 177 157 102 67 368 345 71 1829 42 1787 1717 70 274 239
internal_count=3121 2756 559 501 428 75 55 353 365 2197 297 93 204 144 68 42 177 157 102 67 368 345 71 1829 42 1787 1717 70 274 239
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=31
num_cat=0
split_feature=1 1 12 39 2 2 4 4 1 2 14 3 1 2 3 12 4 0 2 0 10 2 4 15 16 15 0 16 43 52
split_gain=18.6257 2.81219 1.77737 1.59005 0.987262 0.699174 0.676574 0.619897 0.523174 0.52015 0.396624 0.382741 0.304994 0.320412 0.298135 0.208121 0.259892 0.208032 0.183432 0.178189 0.166169 0.248528 0.148997 0.138869 0.127351 0.124986 0.16103 0.189984 0.120514 0.118614
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 0.056590000000000008 0.098630000000000009 0.17025000000000004 0.40945500000000007 0.40473500000000007 0.093205000000000024 0.13501500000000002 0.062655000000000016 0.30112000000000005 0.089625000000000024 0.090425000000000019 0.11658 0.09141500000000001 -0.51843499999999987 -0.036484999999999997 0.094835000000000017 -0.075934999999999989 -0.0010949999999999998 0.10613000000000002 0.053925000000000008 -0.040804999999999994 -0.080509999999999984 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 0.057265000000000003 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 10 6 11 -4 18 14 12 17 15 22 23 16 -1 19 -5 -3 -2 -22 -14 29 -25 -18 27 -27 -26 -6
right_child=1 5 7 8 9 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 25 -19 -20 -21 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0011110254696437289 0.00035609270354202804 0.0004957019451183193 0.00081155471980011136 0.00088327180476210237 0.00074152673000441168 0.00012890740212177508 0.00028339441554342515 0.0005051975800454909 0.00050640050600083721 0.00055819362076069622 0.001013406486353004 0.00026608557305871485 0.00084600614412131878 0.00059230155521925961 0.00059957271572254626 0.00083873535230940437 0.0010157138381908142 0.00038418444412230857 0.00067554007383119872 0.00070906239191141087 0.00063711660877600602 0.00046340998853734619 0.00068471766764821574 0.00097590812213640228 0.00085226847406695875 0.00090681483744066925 0.0008935220267882783 0.00069740652725555023 0.00070584254679277104 0.00084049939691853448
leaf_weight=21 37 27 123 26 139 54 132 32 63 39 78 22 267 23 28 326 30 20 44 34 40 152 24 26 128 31 1023 36 26 70
leaf_count=21 37 27 123 26 139 54 132 32 63 39 78 22 267 23 28 326 30 20 44 34 40 152 24 26 128 31 1023 36 26 70
internal_value=0 0.000476203 0.000586161 0.000844518 0.000856496 0.000330099 0.000376331 0.000748307 0.000636031 0.000774738 0.00087655 0.000495433 0.000870557 0.000815095 0.000794991 0.000882428 0.000894911 0.000557725 0.000752698 0.000614624 0.000476412 0.000499599 0.000832704 0.000809057 0.000848977 0.000890859 0.000887423 0.000794297 0.000827547 0.000774675
internal_weight=0 673 384 2448 2315 289 235 155 133 456 1859 103 1781 314 417 1467 1141 81 70 61 229 192 291 389 180 1120 1090 67 154 209
internal_count=3121 673 384 2448 2315 289 235 155 133 456 1859 103 1781 314 417 1467 1141 81 70 61 229 192 291 389 180 1120 1090 67 154 209
is_linear=0
shrinkage=0.00196078


Tree=8130
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 4 2 16 1 2 1 4 2 52 52 475 43 16 2 50 13 3 47 13 4
split_gain=12.1109 1.88442 1.17721 1.03162 0.76591 0.569956 0.387959 0.330022 0.319005 0.308267 0.273623 0.26346 0.260214 0.207211 0.26786 0.173471 0.149928 0.131425 0.127682 0.129492 0.121457 0.120596 0.0963138 0.094303 0.0914583 0.0896279 0.0873654 0.0862147 0.079181 0.0751354
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40945500000000007 0.14122000000000004 0.077845000000000011 0.40473500000000007 0.14285500000000004 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.16175000000000003 -0.55119499999999988 0.088850000000000012 -0.56176499999999996 0.039215000000000007 -0.082904999999999993 -0.080324999999999994 0.013515000000000001 -0.0091949999999999983 0.086295000000000011 -0.06977499999999999 -0.12711499999999995 0.090100000000000013 0.0049450000000000006 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 27 6 13 11 12 -5 -6 -4 -7 16 23 -9 -1 26 -14 20 -20 -11 28 -15 -13 -22 -18 -3 -21 -2
right_child=1 2 7 9 10 8 -8 15 -10 21 -12 24 18 14 -16 -17 17 -19 19 22 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085556801238091164 0.00070980994268229197 0.00032773220531867071 0.00040060674261221756 0.00064153406789907224 0.00061692831859309449 0.00040831480613526174 0.00082430092173833229 0.00020583124866418786 0.00044599325778715523 0.00045096292624286573 0.00039854452570936842 0.00013544779529805486 0.00074722788908144241 0.00053123263141993064 0.0004321838272552864 2.8319208754920489e-05 0.00060012813688153932 0.00066355307733571834 0.00072918097660872841 0.00072358863378360302 0.00064267835380198428 0.00027389896835307444 0.00058447148228649431 0.0006619494805584073 0.00030905511330667082 0.00055030891605871587 0.00070597863004449965 0.00043791589943758283 0.00061417539330089793 0.00057544310157205548
leaf_weight=21 48 186 63 28 71 20 76 138 41 50 32 28 37 23 23 25 31 516 23 93 58 21 41 274 20 133 910 32 35 24
leaf_count=21 48 186 63 28 71 20 76 138 41 50 32 28 37 23 23 25 31 516 23 93 58 21 41 274 20 133 910 32 35 24
internal_value=0 0.000365417 0.000329162 0.000663381 0.000409741 0.000671624 0.000687078 0.000234761 0.000611414 0.000467303 0.000549081 0.000317224 0.000626828 0.000681278 0.00063604 0.000178605 0.000691072 0.000688701 0.000637234 0.000626608 0.000594568 0.000398592 0.000667179 0.000651827 0.000207784 0.000578358 0.000702492 0.000343906 0.000693671 0.000665021
internal_weight=0 667 595 2454 321 2355 1874 274 481 99 103 111 440 1798 320 163 1478 1457 420 383 214 71 169 297 48 191 941 218 128 72
internal_count=3121 667 595 2454 321 2355 1874 274 481 99 103 111 440 1798 320 163 1478 1457 420 383 214 71 169 297 48 191 941 218 128 72
is_linear=0
shrinkage=0.00196078


Tree=8131
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 159 1 2 4 0 150 2 150 4 132 0 16 0 156 15 47 1 1 0 3 14 1
split_gain=8.79563 1.41509 0.925295 0.760614 0.518949 0.449415 0.306085 0.245581 0.238207 0.231925 0.22972 0.183585 0.232061 0.198923 0.177097 0.172375 0.171031 0.129909 0.128594 0.110474 0.103133 0.140111 0.0981952 0.0919657 0.0852066 0.0821224 0.0783051 0.0728233 0.0717509 0.0732409
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.11474000000000002 -1.0000000180025095e-35 0.077845000000000011 0.14285500000000004 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.14753000000000002 1.0000000180025095e-35 0.40945500000000007 0.08764000000000001 -0.14832499999999996 -0.052894999999999991 -0.079119999999999982 -1.0000000180025095e-35 -0.008624999999999999 0.090100000000000013 0.15799000000000005 0.076935000000000017 -0.030209999999999997 -0.12711499999999995 -0.23083499999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 11 -6 -4 -5 15 12 22 18 16 25 -10 24 -13 -20 -14 -22 -1 28 -16 26 -7 -23 -3 -30
right_child=1 2 8 9 7 10 -8 -9 14 -11 -12 13 20 -15 17 -17 -18 -19 19 -21 21 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00052693306641908837 0.00057432948305293885 0.00037062428066958209 0.00037814657573291799 0.00055138930699237586 0.00052505940813613896 0.0005397628668121049 0.00070824746747974367 0.00029789687033888757 0.00031272658270883457 0.00034066591986929047 0.00037572475306150326 0.00069462153591027772 0.00060471357609799645 0.00036036282780829791 0.00011625566521008052 0.00038766348369273485 0.00017522073261279797 0.00024730841499639376 0.00055896307236492568 0.00043410912197844987 0.00071763967791888211 0.00047977002231753489 0.00035866349880747932 0.00039673788391111225 -3.3026404877086317e-05 0.00059899544361393536 0.00043240365514971257 0.00056898277227479055 0.00028764524729886466 0.00017843379256862738
leaf_weight=40 72 31 26 28 77 263 79 24 52 71 39 21 1149 24 49 29 105 21 123 35 23 39 20 33 21 83 29 359 127 29
leaf_count=40 72 31 26 28 77 263 79 24 52 71 39 21 1149 24 49 29 105 21 123 35 23 39 20 33 21 83 29 359 127 29
internal_value=0 0.000314702 0.000283285 0.00056863 0.000354724 0.000575707 0.000588746 0.00047108 0.000199592 0.000400264 0.000519434 0.000583595 0.00059052 0.00052799 0.000180873 0.000533307 0.000220764 0.000112049 0.000550466 0.000531306 0.000595094 0.00056884 0.000470843 0.000301306 7.1471e-05 0.000544571 0.0005291 0.000560241 0.000284465 0.000267343
internal_weight=0 667 595 2454 321 2355 1912 101 274 99 443 1833 1630 203 248 404 157 91 179 158 1570 421 60 220 70 375 292 398 187 156
internal_count=3121 667 595 2454 321 2355 1912 101 274 99 443 1833 1630 203 248 404 157 91 179 158 1570 421 60 220 70 375 292 398 187 156
is_linear=0
shrinkage=0.00196078


Tree=8132
num_leaves=31
num_cat=0
split_feature=1 1 4 3 2 4 11 12 41 2 151 1 457 13 39 43 43 49 0 16 13 2 401 49 40 13 0 51 16 4
split_gain=0.444625 0.0687466 0.0583461 0.0557984 0.043655 0.0409198 0.0404845 0.0410023 0.0832892 0.0400512 0.0355101 0.0396732 0.0346192 0.0365038 0.0444371 0.0321796 0.031529 0.0311089 0.0351008 0.0462306 0.0331077 0.030135 0.0275983 0.0355779 0.0241894 0.0412512 0.0426939 0.0236015 0.0232725 0.0427074
threshold=0.10920500000000001 0.13707500000000003 0.27834500000000006 -0.028564999999999997 0.10045500000000002 0.42642000000000008 1.0000000180025095e-35 0.085785000000000014 0.077565000000000009 0.12043500000000001 0.009020000000000002 0.085760000000000017 0.080930000000000016 -0.23438999999999996 0.10166000000000001 -0.079914999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.059629999999999996 -0.090999999999999984 1.0000000180025095e-35 0.10347500000000003 -0.063404999999999989 -0.0025349999999999995 -0.22491999999999998 -0.26631499999999991 -0.072804999999999981 0.10528000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 9 10 16 -9 -2 21 -12 13 -6 22 -5 -8 -3 19 -19 -20 -1 23 27 -17 -26 -27 -15 29 -29
right_child=1 17 -4 15 12 -7 7 8 -10 -11 11 -13 -14 14 -16 24 -18 18 20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0034610185073688628 0.0074023578667375099 -0.00090976829298832016 0.0038944114722225471 0.0008042564887243012 0.0021624634527446082 0.0028633517603157089 0.014085907994636469 0.010812999012655226 0.0029367005412932485 0.0033245910785251092 0.0064907495463558014 0.0015780593485105786 0.0026815701444665423 0.010747094962280244 0.0018162155756726861 0.006081420675111123 0.0088299213647842403 0.0020230479492886885 -0.0018995548862641536 0.0070688688155011439 0.0029392062168147777 0.0071038396971747119 0.0040225610130693061 0.0052737408483418463 0.0017164055239409209 0.0021555307243640224 0.007773479822302057 0.011251198580222471 0.0066117965279617373 0.0065936622199498952
leaf_weight=23 108 31 68 42 21 40 21 29 25 31 48 25 29 20 20 39 25 46 26 30 31 1794 37 103 75 24 31 35 199 45
leaf_count=23 108 31 68 42 21 40 21 29 25 31 48 25 29 20 20 39 25 46 26 30 31 1794 37 103 75 24 31 35 199 45
internal_value=0 0.00366082 0.00678457 0.0043832 0.00686321 0.00568185 0.0070746 0.00903547 0.00716656 0.00649293 0.00697085 0.00480832 0.00603679 0.0062395 0.00642604 0.00328149 0.0112294 0.00194299 0.00260792 0.00401482 0.000732052 0.00705773 0.00663605 0.0068766 0.00389714 0.00324185 0.00532201 0.00742875 0.00719088 0.00863133
internal_weight=0 554 2567 390 2499 179 1990 100 54 139 1890 73 509 480 459 211 46 164 133 76 57 1817 439 402 169 130 55 299 279 80
internal_count=3121 554 2567 390 2499 179 1990 100 54 139 1890 73 509 480 459 211 46 164 133 76 57 1817 439 402 169 130 55 299 279 80
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=31
num_cat=0
split_feature=1 2 0 9 51 1 44 4 52 3 4 2 401 475 123 0 1447 4 3 148 3 150 16 1429 1455 42 129 16 16 1213
split_gain=0.361897 0.0830973 0.0509506 0.0483215 0.0465724 0.05425 0.0457875 0.0410005 0.040206 0.0379392 0.0349674 0.0337603 0.0288049 0.0267296 0.0301821 0.026559 0.0349741 0.0331241 0.0379184 0.0263071 0.0242648 0.0401368 0.0266499 0.0250267 0.0244216 0.027085 0.0329843 0.0350673 0.0289502 0.0339324
threshold=0.11690500000000002 0.10045500000000002 -0.13027499999999997 -1.0000000180025095e-35 -0.40274499999999996 0.16773500000000005 1.0000000180025095e-35 -0.082249999999999976 0.090245000000000006 0.092670000000000016 -0.15464999999999998 0.15361500000000003 1.0000000180025095e-35 -0.084169999999999981 0.083935000000000023 -0.087519999999999987 -0.085804999999999979 -0.52556499999999995 -0.12711499999999995 -0.066239999999999979 -0.088494999999999976 0.084120000000000014 -0.095094999999999985 -0.089414999999999981 -0.24112999999999998 1.0000000180025095e-35 0.099425000000000013 -0.0073349999999999986 0.064860000000000015 -0.082414999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 -2 10 7 15 -3 12 -6 -4 13 -9 20 -5 -17 -18 -19 -12 21 22 -15 -22 -25 26 27 -26 29 -27
right_child=4 2 11 6 5 -7 -8 9 -10 -11 19 -13 -14 14 -16 16 17 18 -20 -21 23 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.0029244605115353612 0.0067598277668434173 0.00293577710186109 0.0057233343422906646 0.008542923917447846 0.0060187484661582864 -0.002478490122372196 0.011153080221265555 0.0072307473476861481 0.0076154712751130803 0.0029052078626370312 -0.00060122161208150482 0.0016248345962681231 0.0073701990120496391 0.0075827248909167552 0.0025708302040584386 0.0028606505302542994 0.010728227059272203 0.0034399755561025816 0.0070250310622598849 0.0027216061342123636 0.0095862801163457342 0.00054394712671637538 0.0044296781733314831 0.0093803705204100838 0.0065663460846881782 0.0032986583891233393 0.0029997287756053821 0.0097548118060720827 0.0031029290638715876 0.0059986651106475461
leaf_weight=41 27 146 468 101 30 21 20 151 21 37 26 21 170 38 28 22 22 32 378 285 20 20 91 21 193 51 21 42 44 533
leaf_count=41 27 146 468 101 30 21 20 151 21 37 26 21 170 38 28 22 22 32 378 285 20 20 91 21 193 51 21 42 44 533
internal_value=0 0.00601341 0.0050323 0.00632343 0.00275336 0.00245453 0.00639191 0.00634465 0.00352424 0.00606653 0.00275832 0.00554733 0.00614873 0.00598301 0.00581204 0.00707627 0.00674999 0.00694806 0.00674522 0.00244381 0.00589654 0.00471224 0.00535848 0.00608731 0.00600999 0.00592992 0.00679688 0.0071362 0.00557651 0.00576288
internal_weight=0 2732 656 2076 389 362 2035 2015 167 1460 341 489 1423 1253 1102 555 454 432 410 311 1074 149 129 925 905 884 256 235 628 584
internal_count=3121 2732 656 2076 389 362 2035 2015 167 1460 341 489 1423 1253 1102 555 454 432 410 311 1074 149 129 925 905 884 256 235 628 584
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 43 3 43 4 10 10 13 4 160 156 34 2 2 31 123 133 3 14 3 401 48 0 3 0 3 12
split_gain=0.293533 0.0792062 0.0499095 0.0514796 0.0431652 0.0391536 0.0386802 0.0412489 0.0348951 0.0366099 0.0343536 0.0337497 0.0328859 0.0300157 0.0294391 0.035283 0.0362715 0.0303054 0.0243604 0.0314936 0.0259372 0.0324793 0.0232637 0.0296338 0.0308704 0.0289536 0.0277249 0.0310618 0.0267359 0.0238288
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 -0.078139999999999973 0.11924500000000002 -0.11720999999999999 1.0000000180025095e-35 -0.079859999999999987 -0.38851999999999992 0.0076650000000000008 0.033845000000000007 -0.086829999999999977 0.082605000000000026 -0.021334999999999996 0.11510000000000002 -0.15339499999999998 -0.077289999999999984 0.11679000000000002 -1.0000000180025095e-35 0.149315 -1.0000000180025095e-35 -0.14186499999999996 0.080710000000000018 0.078735000000000013 -0.066089999999999996 -0.059315 -0.10096999999999999 -0.10831999999999999 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 10 -5 13 9 -2 12 22 -6 -8 17 16 -16 -10 19 -17 21 -21 23 24 -3 26 27 -24 -27 -30
right_child=8 11 3 4 5 -7 7 -9 14 -11 -12 -13 -14 -15 15 18 -18 -19 -20 20 -22 -23 25 -25 -26 28 -28 -29 29 -31
leaf_value=0.000221654493569596 0.0020320137210279323 0.0068510130713181142 0.0086500777638164068 0.0053563337758829703 0.0083949318213853985 0.00269928258916949 0.0041538699597092063 -0.0012611062594605129 0.0026610588092870757 -0.0033598820224869999 0.0020239011778567847 0.0047169826962645007 0.0053246922155947302 -0.00011126277756623248 0.0017719550472166804 -0.00043074985751445638 0.0061633253327360556 -0.0023270578251478064 -0.00044170202365001807 0.0074269077906917256 0.001840328249650506 0.0030299868541381631 0.0019879801650642464 0.0038275805497542028 0.01074720261991024 0.0012675143333829263 0.008928620876294785 0.0058610077913295979 0.0077565658828601808 0.0044524726680880552
leaf_weight=28 34 109 29 49 42 62 66 29 29 20 26 318 206 22 27 24 62 21 26 28 52 42 21 25 25 22 29 1486 26 136
leaf_count=28 34 109 29 49 42 62 66 29 29 20 26 318 206 22 27 24 62 21 26 28 52 42 21 25 25 22 29 1486 26 136
internal_value=0 0.0053993 0.0043365 0.00455348 0.00431683 0.0049686 0.00299757 0.00200971 0.00238151 3.50153e-05 0.0054821 0.00566971 0.00584465 0.00308759 0.00278894 0.00321478 0.00483111 0.00056605 0.00237842 0.00288063 0.00353205 0.00478876 0.00583095 0.00698824 0.00757791 0.00572397 0.00586597 0.00580704 0.00453855 0.00498276
internal_weight=0 2756 559 531 502 336 166 117 365 54 274 2197 248 88 311 261 89 50 172 146 122 70 1879 159 134 1720 1536 1507 184 162
internal_count=3121 2756 559 531 502 336 166 117 365 54 274 2197 248 88 311 261 89 50 172 146 122 70 1879 159 134 1720 1536 1507 184 162
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=31
num_cat=0
split_feature=1 4 2 3 2 0 46 41 3 43 48 15 4 3 12 484 160 483 1451 156 48 3 0 1 13 484 484 156 160 4
split_gain=0.239072 0.0733046 0.0464813 0.0600676 0.0449845 0.0422059 0.0303307 0.0324757 0.0285825 0.0339105 0.0280494 0.0355981 0.0302978 0.0274444 0.0262446 0.0253309 0.0306 0.0251258 0.0244408 0.0242172 0.023825 0.0214673 0.0302092 0.0208325 0.0200644 0.0282376 0.0503277 0.0414725 0.0272888 0.0339899
threshold=0.10124500000000002 -0.39518999999999993 0.10252500000000002 -0.017889999999999996 -1.0000000180025095e-35 0.22582000000000002 0.081930000000000017 0.082735000000000017 0.42240500000000009 0.0041500000000000009 0.10184000000000001 -0.13578499999999996 0.042705000000000007 -0.06977499999999999 -0.085119999999999987 -0.070054999999999992 0.086870000000000017 0.085050000000000014 0.089825000000000002 0.013700000000000002 0.11247500000000001 0.10299500000000002 -0.019414999999999998 0.12040000000000002 -0.085384999999999975 0.091180000000000011 0.085740000000000011 0.085915000000000005 -0.55248999999999981 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 23 14 10 7 8 9 15 11 -1 18 20 -5 -4 17 -17 21 -14 -12 24 -23 -3 25 26 27 -13 -26 -30
right_child=1 2 6 4 -6 -7 -8 -9 -10 -11 13 12 19 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0070443748686254068 0.0059231931777200472 0.0055411932984182292 -0.0013672585576950085 0.0016556474013486877 0.004970843129029328 0.00046972055453807114 0.0051688620271826431 0.0049127621498579778 -0.0020051103704397315 -0.002268087825505063 0.003067853094230836 0.0055881220644773601 0.0043660852346002364 0.00068884924582492276 -0.0024518519506922794 0.001427305764995926 0.0050942263036796998 0.0042206643112493976 0.0084588869808889609 0.00090309989384629525 0.0065031747679423664 0.00013475278334226459 0.0055652184001657931 0.0032224587174009924 0.0013785180123522878 0.0089640713538284653 0.0010821391261466172 0.0094672391676188759 0.0072452902507835204 0.0049822716292067075
leaf_weight=96 78 121 21 60 33 20 28 30 22 20 52 339 246 26 21 211 33 38 23 22 33 20 21 57 20 27 23 30 70 1280
leaf_count=96 78 121 21 60 33 20 28 30 22 20 52 339 246 26 21 211 33 38 23 22 33 20 21 57 20 27 23 30 70 1280
internal_value=0 0.00301635 0.00269012 0.00365086 0.00185866 0.00504391 0.001994 0.00175694 0.00148252 0.00172007 0.00508321 0.00516088 0.00507563 0.00353192 0.00059074 0.00198331 0.00223282 0.0018536 0.00521936 0.00408181 0.00440157 0.00517865 0.00291621 0.00479868 0.0052305 0.00583606 0.00562061 0.0059035 0.00504529 0.00509961
internal_weight=0 773 695 292 114 2348 403 375 345 323 2328 2217 2121 111 81 303 282 249 1853 268 85 1830 41 178 1789 419 392 369 1370 1350
internal_count=3121 773 695 292 114 2348 403 375 345 323 2328 2217 2121 111 81 303 282 249 1853 268 85 1830 41 178 1789 419 392 369 1370 1350
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 2 1 14 2 49 4 150 4 150 0 2 4 40 123 1 3 12 4 1 14 0 47 1
split_gain=13.4185 2.11814 1.10384 1.01119 0.852235 0.712931 0.530979 0.430426 0.40429 0.312324 0.27981 0.232801 0.221856 0.285813 0.221347 0.218553 0.201454 0.179413 0.175374 0.157956 0.149184 0.147124 0.145792 0.132954 0.149467 0.120253 0.0997709 0.0982488 0.096748 0.0917516
threshold=0.10538500000000002 -0.059315 0.056590000000000008 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.13501500000000002 -0.054984999999999992 0.00063500000000000004 0.09487000000000001 -0.062539999999999984 1.0000000180025095e-35 -0.11173999999999999 0.094835000000000017 -0.49405499999999997 -0.077474999999999988 0.106035 0.16175000000000003 0.10732000000000001 0.08815000000000002 -0.51843499999999987 0.13075500000000004 -0.46166999999999997 -0.14454499999999995 0.090280000000000013 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 9 19 29 17 12 15 -2 16 27 -9 18 -1 -4 -7 -3 26 -6 -20 24 -18 -5 -16 -14 -13 -8
right_child=1 4 8 25 21 10 7 14 -10 -11 -12 28 13 -15 20 -17 23 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060943120758102487 0.0004632510045163797 0.00031389728578087552 0.00077380782443713526 0.00041935549635026189 0.00018792776996850861 0.00077420118154610256 0.00062327058814284496 0.0005413098497362291 0.0004233818711506712 0.00085082891794711034 0.00048428097662088439 0.00073804178116034392 0.00079604548076373871 0.00048015797740699333 0.00047642582644790229 0.00049942836202539686 0.00091858274128590639 0.00056218869280880352 0.00066488637169260048 0.00015299675445601185 0.00017731041993315826 2.7749798739768986e-06 0.00050314150350477989 0.0007182124614227664 0.0007507982683753764 0.00025513153084624442 0.00033632460655012419 0.00067749183073168332 0.00062603092698193107 0.00045496337188809526
leaf_weight=49 23 45 24 60 77 54 33 23 68 78 39 56 31 27 23 31 21 43 313 49 20 21 23 721 730 24 130 202 63 20
leaf_count=49 23 45 24 60 77 54 33 23 68 78 39 56 31 27 23 31 21 43 313 49 20 21 23 721 730 24 130 202 63 20
internal_value=0 0.000388612 0.000702249 0.000542963 0.000309511 0.000712283 0.000355585 0.000402986 0.000529892 0.000729385 0.000643169 0.000643838 0.000724066 0.000671135 0.000360594 0.000657888 0.000733114 0.000637993 0.000670483 0.000230024 0.000336568 0.000148252 0.000653815 0.000737231 0.00075549 0.000372434 0.000357386 0.000693265 0.000678742 0.000559758
internal_weight=0 667 2454 226 441 2319 343 249 135 1859 460 142 1781 260 196 421 1521 67 390 94 173 98 336 1472 751 84 153 233 119 53
internal_count=3121 667 2454 226 441 2319 343 249 135 1859 460 142 1781 260 196 421 1521 67 390 94 173 98 336 1472 751 84 153 233 119 53
is_linear=0
shrinkage=0.00196078


Tree=8137
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 2 14 4 16 42 2 4 4 0 150 131 1 0 4 0 3 475 39 2 16 3 483 52
split_gain=14.6482 2.51623 1.55941 1.14466 0.909082 0.764782 0.455931 0.42916 0.426522 0.398085 0.353758 0.339919 0.318674 0.386586 0.235774 0.281508 0.192979 0.166891 0.209484 0.166504 0.148725 0.200638 0.187099 0.136261 0.135435 0.148998 0.131046 0.125498 0.122158 0.115462
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 -1.0000000180025095e-35 0.14285500000000004 0.062655000000000016 0.40473500000000007 -0.52595999999999987 -0.076394999999999977 0.14285500000000004 0.40945500000000007 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.086835000000000009 0.15799000000000005 -0.14832499999999996 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.082014999999999991 0.084780000000000008 -0.0091949999999999983 -0.052894999999999991 0.0068900000000000012 0.085510000000000017 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 8 -4 10 14 -6 -7 -5 13 27 15 -1 19 18 -14 -16 -17 -22 -23 -12 -13 -26 -21 -8 -3 -25
right_child=1 2 6 11 9 7 12 -9 -10 -11 23 24 17 -15 16 20 -18 -19 -20 26 21 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.00063537174267691262 0.00075857127552003906 0.00037275710537434313 0.00050884805659048523 0.00075494805846561578 0.000697234241681282 0.00044158605822161134 0.00031762654518745112 0.00048182446297956744 0.00091052479980469243 0.00042783967444514915 0.00080920392734721896 0.00035134389177816948 0.00017254348929318617 0.00022269277157211146 0.00088641401891614879 0.00093725710467241498 0.00052698776443494452 0.00030486108452984782 -5.1135465223840209e-05 0.00072766578329216383 0.00078120246033954236 0.00055990284710538153 0.00073847333423862247 0.00084111266568595285 0.00040415285849103739 0.00061377155064952136 0.00058896418794078672 0.00051952456605304335 0.0005005795044573121 0.00068800248887687827
leaf_weight=59 72 186 26 21 71 20 20 39 76 30 46 24 60 95 20 21 23 22 22 114 1271 25 231 20 22 32 34 29 34 356
leaf_count=59 72 186 26 21 71 20 20 39 76 30 46 24 60 95 20 21 23 22 22 114 1271 25 231 20 22 32 34 29 34 356
internal_value=0 0.000412365 0.000370471 0.000740059 0.000463213 0.000748742 0.000261822 0.000678997 0.000766644 0.000617216 0.000696394 0.000533517 0.000235924 0.000295657 0.000760562 0.000768303 0.000695433 0.000153217 0.000112532 0.000718494 0.000773369 0.000771115 0.000721035 0.00070847 0.000473901 0.000528371 0.000695802 0.000437117 0.000392511 0.000696147
internal_weight=0 667 595 2454 321 2355 274 481 1874 101 442 99 248 144 1798 1607 191 104 82 168 1548 1527 256 422 78 54 148 49 220 376
internal_count=3121 667 595 2454 321 2355 274 481 1874 101 442 99 248 144 1798 1607 191 104 82 168 1548 1527 256 422 78 54 148 49 220 376
is_linear=0
shrinkage=0.00196078


Tree=8138
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 2 4 1 0 150 12 4 47 1 157 3 131 2 2 0 16 3 160 1
split_gain=9.00543 1.55162 0.919766 0.761531 0.52132 0.466187 0.328681 0.297907 0.257495 0.238463 0.236036 0.212069 0.217035 0.164073 0.172559 0.143685 0.121596 0.135524 0.105496 0.102524 0.0987227 0.0734271 0.0717695 0.119511 0.0712385 0.0693678 0.0688431 0.061026 0.069013 0.0602748
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 0.077845000000000011 0.14122000000000004 0.14285500000000004 0.40945500000000007 0.089625000000000024 -0.10836499999999999 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.076935000000000017 -0.069619999999999987 0.0068900000000000012 0.086835000000000009 0.31358000000000003 -0.0091949999999999983 -0.030209999999999997 0.19444000000000003 0.086245000000000016 -1.0000000180025095e-35 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 13 -4 29 -5 15 12 21 16 -15 19 17 -1 -3 25 -18 -9 23 -13 -16 -7 -22 -19 -29 -6
right_child=1 2 7 9 8 10 -8 11 -10 -11 -12 22 -14 14 24 -17 20 27 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00071353729077201474 0.00053967752241715588 0.00023946798759948398 0.00035472240921975218 0.0005102754335756562 0.00053130948497343434 0.00049465006662599879 0.00067200728198136606 0.0001974299405222101 0.00024614668398053853 0.00029572838285906675 0.0003356632115145667 8.2474255957625981e-05 0.00012816632736927921 0.00037697177951850463 0.00040913015239555506 0.00035381076990010605 0.00038889423360566355 0.00056117429496342804 0.00035796625187326192 0.00056363846335665598 0.00053708450954403453 0.00035186358823543611 0.00016608302416728143 -9.1838827402349188e-05 0.00052769126193347659 0.00039197188027265692 0.00044128437795877166 0.00055812814021497111 0.0004089112647555091 0.00041990226806449664
leaf_weight=22 74 192 26 28 43 262 79 20 23 69 41 62 95 37 21 27 21 1090 34 81 292 29 22 20 270 28 32 26 22 33
leaf_count=22 74 192 26 28 43 262 79 20 23 69 41 62 95 37 21 27 21 1090 34 81 292 29 22 20 270 28 32 26 22 33
internal_value=0 0.000271814 0.000238723 0.000527918 0.000309271 0.000534943 0.000548173 0.000155043 0.000427924 0.000357659 0.00047732 0.000134108 0.000182836 0.000542836 0.000503099 0.000491912 0.000551496 0.000561108 0.000257295 0.000501963 0.000519178 0.000288829 6.6639e-05 3.99589e-05 0.000519135 0.000484736 0.000527623 0.000558161 0.000489737 0.000482935
internal_weight=0 673 599 2448 325 2351 1912 274 99 97 439 248 144 1833 328 398 1505 1160 226 371 345 49 104 82 291 290 324 1138 48 76
internal_count=3121 673 599 2448 325 2351 1912 274 99 97 439 248 144 1833 328 398 1505 1160 226 371 345 49 104 82 291 290 324 1138 48 76
is_linear=0
shrinkage=0.00196078


Tree=8139
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 1 43 2 14 4 12 2 0 3 1 1 2 47 2 2 49 1 52 15 2 11 4 457 0
split_gain=12.9806 2.04302 1.19938 0.970582 0.739333 0.634314 0.483684 0.43389 0.392221 0.33147 0.282338 0.251902 0.244806 0.229025 0.22281 0.29875 0.22045 0.18616 0.160797 0.145289 0.139711 0.137447 0.12266 0.117965 0.103998 0.101469 0.0921278 0.0908889 0.121083 0.0930139
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.089885000000000007 0.09253500000000002 -0.025214999999999998 0.13501500000000002 0.062655000000000016 -0.16363499999999997 -0.42850999999999995 0.11362000000000001 -0.22491999999999998 -0.12711499999999995 0.083135000000000014 0.12205500000000001 0.094835000000000017 0.090100000000000013 0.11474000000000002 0.15950500000000004 -0.006494999999999999 0.086920000000000011 -0.56176499999999996 -0.059484999999999989 0.11411 0.084680000000000019 0.04735000000000001 0.080930000000000016 -0.094654999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 19 7 9 17 16 13 14 -9 -6 18 21 15 -4 -3 -1 -12 26 -13 -7 -16 -15 -19 -5 -2 28 29 -25
right_child=1 4 5 25 11 8 -8 10 -10 -11 12 20 -14 23 22 -17 -18 24 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00076976548177983787 0.00064003306749213832 0.00035784978021078236 0.00072104899180622521 0.00046762147601815609 0.00028829212438742988 0.00042563221486064453 0.00040868027461256009 0.00064494818229885657 0.00047847363843112929 0.00088000651716796396 0.00041870596729101379 0.00015210475128258808 0.00033226461880000546 0.00078418325105264041 0.00074889780006148407 0.00041734534005324046 0.00022060198908436149 0.00064301929758399455 0.00062650146689963214 0.00049066922021290607 -5.0195277582447069e-05 0.00065275715444894388 0.00070723277710904619 0.00078170832270890278 0.00046424014633272425 0.00032539537545772418 0.00077338358350828584 0.00064269430992461654 0.00057327731392905351 0.00069150542469879504
leaf_weight=26 98 89 33 30 35 21 69 20 39 60 41 35 91 45 890 20 91 29 22 21 21 20 391 48 22 54 25 183 31 521
leaf_count=26 98 89 33 30 35 21 69 20 39 60 41 35 91 45 890 20 91 29 22 21 21 20 391 48 22 54 25 183 31 521
internal_value=0 0.000392764 0.000700239 0.000543692 0.000315434 0.000711169 0.000527902 0.000355956 0.00067084 0.000737438 0.000425776 0.0001578 0.000397312 0.000679474 0.000731026 0.000606444 0.000288463 0.000634737 0.000491269 0.000641402 7.62422e-05 0.000536425 0.00073618 0.000686557 0.000565899 0.00037619 0.000667137 0.000680946 0.000692613 0.000699115
internal_weight=0 673 2448 228 445 2302 146 354 908 1394 174 91 154 869 1334 53 180 77 63 144 56 41 1281 828 51 84 123 783 600 569
internal_count=3121 673 2448 228 445 2302 146 354 908 1394 174 91 154 869 1334 53 180 77 63 144 56 41 1281 828 51 84 123 783 600 569
is_linear=0
shrinkage=0.00196078


Tree=8140
num_leaves=31
num_cat=0
split_feature=1 52 2 0 52 131 2 47 48 48 12 12 15 16 14 48 4 50 16 52 2 43 0 4 159 51 2 16 157 1
split_gain=0.417593 0.106752 0.0618821 0.044442 0.043602 0.0411071 0.0580108 0.0344423 0.0506647 0.0359641 0.0360315 0.0340744 0.0346098 0.0433549 0.04012 0.0501252 0.0339178 0.0356663 0.0339778 0.0398073 0.0542311 0.0397126 0.0402937 0.0339202 0.0649095 0.0322849 0.0359155 0.0321218 0.0357077 0.0315103
threshold=0.10124500000000002 -0.42635499999999998 0.14753000000000002 0.22582000000000002 0.12492500000000002 0.086835000000000009 0.31358000000000003 0.078345000000000012 0.12118000000000002 -0.079469999999999985 0.11734000000000001 0.092255000000000018 0.013270000000000002 -0.50339499999999993 -0.46413499999999996 0.085485000000000019 0.0061450000000000003 -1.0000000180025095e-35 0.0065250000000000004 -0.52017999999999986 0.099515000000000006 -0.00045499999999999995 -0.097734999999999989 -0.39518999999999993 0.088800000000000004 0.16385000000000002 0.099185000000000009 -0.44310499999999992 -0.029304999999999998 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 7 6 -4 9 -9 -3 11 12 13 -11 -15 29 17 -1 21 -20 23 22 -19 -21 -25 26 -24 -18 -29 -16
right_child=1 2 5 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 15 -17 27 18 19 20 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.010594019611986976 0.0069685435244218295 0.0068042634520679712 0.0018514790339395405 0.0018521302263252437 0.0058652591522938263 0.005042649548419792 -0.0039014235352321219 0.0061961628848600184 0.0014233784222354492 0.0051167867076583207 0.0065361879988694973 -0.00065641643523122188 0.0066926332190632822 0.0050384545141379487 -0.0025680340532239321 0.0032434387725416322 0.007140489847321684 0.0098907355845651856 0.007365228671133226 0.0078806379940271239 0.0025942753905002945 0.0060987405001715232 0.0070721546219845348 0.0059616369406621048 -0.00015782104106619953 0.0034878232059175696 0.010026493560262891 0.0020449618903739977 0.0055850227751607943 0.0011001918036160547
leaf_weight=24 97 23 65 20 90 23 24 86 30 50 23 32 21 33 36 73 120 55 127 65 61 411 956 130 20 24 43 32 260 67
leaf_count=24 97 23 65 20 90 23 24 86 30 50 23 32 21 33 36 73 120 55 127 65 61 411 956 130 20 24 43 32 260 67
internal_value=0 0.00386624 0.00342108 0.00654593 0.00384744 0.00127404 0.000300135 0.00346431 0.00496182 0.00297909 0.00271646 0.00243488 0.00278817 0.00247159 0.00183877 0.00123883 0.00658625 0.00676325 0.00671466 0.00590008 0.0052259 0.00693512 0.007254 0.00597255 0.00514571 0.00711225 0.00719932 0.00576312 0.00519707 -0.000181907
internal_weight=0 773 676 2348 564 112 89 474 116 358 335 312 280 259 209 176 2328 1916 1892 403 276 1489 1078 215 150 1023 999 412 292 103
internal_count=3121 773 676 2348 564 112 89 474 116 358 335 312 280 259 209 176 2328 1916 1892 403 276 1489 1078 215 150 1023 999 412 292 103
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=31
num_cat=0
split_feature=1 12 1456 1375 43 3 3 12 12 13 2 3 3 2 34 3 2 31 47 159 2 16 51 133 16 42 12 1420 158 160
split_gain=0.340175 0.0920914 0.0494513 0.0440909 0.0464239 0.039047 0.0374108 0.0414291 0.0368159 0.035869 0.0376789 0.0310041 0.0279969 0.0296067 0.0443188 0.0331904 0.0267024 0.0267259 0.0245946 0.0229852 0.0260672 0.0226725 0.0224297 0.0222493 0.0312135 0.0227042 0.0239965 0.0231854 0.0226245 0.0274335
threshold=0.11829500000000003 0.051320000000000005 -0.077604999999999993 -0.096099999999999977 -0.078139999999999973 0.11924500000000002 0.30112000000000005 -0.42850999999999995 0.099815000000000015 0.23855500000000004 0.10672500000000001 -0.11171999999999999 0.12745000000000004 0.13501500000000002 -0.021334999999999996 -0.0096849999999999974 0.081135000000000013 -0.08076499999999999 0.077555000000000013 0.097885000000000014 0.13913500000000004 -0.23935499999999996 0.089685000000000001 -0.14757499999999998 -0.083134999999999987 0.089810000000000015 0.098150000000000015 -0.084814999999999988 0.11817500000000002 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 11 12 -8 23 10 16 -6 13 14 -2 -15 17 -5 -13 20 -9 -10 -7 24 -3 26 27 -25 29 -29
right_child=6 8 3 4 5 22 7 19 21 -11 -12 18 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.008409629694576707 0.00073427775073363344 0.0083063350529881154 0.00028471092675597624 0.0041079738037660719 0.0023396522980183364 0.0042302454868192963 0.003594208067721304 0.00058150353550445288 0.0025094776457990522 0.0062074183343699381 -5.0518399525788565e-05 0.0055607095966416671 0.0055558406417013 0.0022550978915613341 0.0045354146183964527 -0.0024690612628182861 0.0055520486191082269 -0.00036912645749301499 0.0081216094387776185 0.001915222806432708 -0.0043548061735118214 0.0052951445421724336 0.0001614344923382305 0.0090915576037433419 0.0055310811177178322 0.0054461731406119313 0.0090146378865615731 0.0026458784844220172 0.0093020162206481818 0.0061358267852216052
leaf_weight=31 43 105 26 30 25 42 34 20 32 31 42 203 38 58 107 20 39 24 46 22 23 336 20 27 66 467 31 23 22 1088
leaf_count=31 43 105 26 30 25 42 34 20 32 31 42 203 38 58 107 20 39 24 46 22 23 336 20 27 66 467 31 23 22 1088
internal_value=0 0.00567394 0.00452796 0.00430006 0.00450802 0.00518395 0.00242523 0.000765732 0.00596552 0.00313987 0.00243547 0.00569675 0.00304286 0.00262403 0.00344576 0.00104378 0.00355817 0.00211815 0.00603381 -0.000713778 -0.00205885 0.00505291 0.00291773 0.00614914 0.00723518 0.00603713 0.00626885 0.00619548 0.00612646 0.00606358
internal_weight=0 2756 559 528 502 336 365 99 2197 166 135 274 266 228 150 78 93 54 249 65 43 368 62 1829 171 1658 1191 1160 1133 1111
internal_count=3121 2756 559 528 502 336 365 99 2197 166 135 274 266 228 150 78 93 54 249 65 43 368 62 1829 171 1658 1191 1160 1133 1111
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=31
num_cat=0
split_feature=1 1 39 12 4 2 47 14 1 4 123 2 2 34 2 4 12 52 3 2 2 481 1 13 159 1 2 12 3 3
split_gain=6.63403 0.876418 0.707326 0.463918 0.449816 0.317644 0.263405 0.247409 0.218284 0.201649 0.190397 0.164434 0.156118 0.121847 0.112558 0.110824 0.0993037 0.164155 0.0987693 0.0883724 0.083774 0.103599 0.0838726 0.0801285 0.0780964 0.167016 0.0834888 0.0767059 0.0676815 0.0672342
threshold=0.10752500000000002 0.12408500000000001 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.10188000000000001 0.085505000000000012 0.076175000000000007 0.09253500000000002 -0.0070899999999999991 0.088205000000000019 0.13754500000000003 0.13754500000000003 -1.0000000180025095e-35 0.094835000000000017 -0.49405499999999997 0.087505000000000013 -0.075329999999999994 0.149315 0.11411 0.089885000000000007 -0.0066299999999999996 0.091195000000000012 -0.016469999999999995 0.082585000000000006 0.083345000000000016 0.095545000000000005 0.10124000000000001 -0.082484999999999989 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 7 12 20 14 28 18 15 13 -3 -4 -7 17 -17 -8 27 22 -22 -1 -15 25 -23 -27 -11 -5 -26
right_child=1 6 8 9 -6 11 10 -9 -10 19 -12 -13 -14 23 -16 16 -18 -19 -20 -21 21 24 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.00051911810373529862 0.00026675215314933689 0.00010653740804021558 0.00054717889798232939 0.000601129435187004 0.00029579508829669928 0.00053768268865502736 0.00040844432694618317 0.0006146708095306001 0.00028954847610575588 0.00048257045189359788 0.00011852930741685501 0.00032347014976372211 8.6995705952598465e-05 0.00018463295624764669 0.00037956255918298199 0.00024830989533536184 0.00046245812720888346 0.00046143332331381021 0.00023998961159094013 0.00026853087788017893 0.00056298421134710734 0.00047654904496154127 0.00047791616930397871 0.00031673719319592984 0.00043629908459443667 0.00027021744396549713 0.00044175117477482438 0.00032525660466807836 0.00045070586073429078 0.00057043775784332263
leaf_weight=1114 181 40 24 23 43 60 32 81 84 26 21 37 101 41 43 24 248 33 23 26 55 341 229 31 20 24 20 22 23 51
leaf_count=1114 181 40 24 23 43 60 32 81 84 26 21 37 101 41 43 24 248 33 23 26 55 341 229 31 20 24 20 22 23 51
internal_value=0 0.000255381 0.000486264 0.000329431 0.000494521 0.000498177 0.000178256 0.000508597 0.00035613 0.000423971 0.000277357 0.000448024 0.000142896 0.000193306 0.000439604 0.00046065 0.000445496 0.000371697 0.000338 0.000360598 0.000503962 0.000482595 0.000512093 0.000241511 0.000472899 0.000461879 0.000348187 0.000410468 0.000525918 0.000532652
internal_weight=0 590 2531 301 2380 2337 289 1935 151 120 76 402 213 112 67 365 305 57 55 74 1854 511 1343 72 456 385 44 48 46 71
internal_count=3121 590 2531 301 2380 2337 289 1935 151 120 76 402 213 112 67 365 305 57 55 74 1854 511 1343 72 456 385 44 48 46 71
is_linear=0
shrinkage=0.00196078


Tree=8143
num_leaves=31
num_cat=0
split_feature=1 155 1 2 9 45 457 10 123 132 0 13 0 14 45 0 51 1 4 0 3 0 48 52 4 4 4 3 43 400
split_gain=0.312665 0.0828668 0.0567876 0.0418894 0.0609515 0.0502979 0.0428871 0.0364782 0.0358934 0.0355103 0.034225 0.0338897 0.036096 0.0325556 0.0322741 0.0470296 0.0660286 0.0661407 0.036043 0.0306602 0.0283773 0.033453 0.0299373 0.0377963 0.0309433 0.0473259 0.0448957 0.026506 0.0262184 0.042341
threshold=0.10124500000000002 0.11245500000000001 0.14860500000000001 0.10252500000000002 -1.0000000180025095e-35 0.10526500000000001 0.083415000000000017 -0.0026549999999999994 0.11679000000000002 0.092880000000000004 0.22582000000000002 0.11596500000000001 -0.036484999999999997 0.062655000000000016 0.081955000000000014 -0.13027499999999997 -0.040379999999999992 0.085110000000000005 0.022185000000000003 0.024095000000000002 0.10299500000000002 -0.097734999999999989 0.093265000000000015 0.13140000000000004 -0.46376499999999993 -0.111605 -0.17966999999999997 -0.0037349999999999996 0.042785000000000004 -0.064794999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 7 8 19 -2 9 11 13 12 -5 14 15 16 -1 -18 20 -6 21 -17 24 -24 -23 26 -26 -19 -27 -30
right_child=1 -3 -4 5 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 18 17 27 -20 -21 -22 22 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.0014437202785518907 0.0031637869557326146 0.0067138538548588813 0.00026142436904860115 0.0027721027888464814 0.0060976824483031751 0.007142100862794272 0.00084791219394121848 -0.0019352761493064464 -0.0016939352870741415 -0.0015117848967202009 0.0015247601922601462 -0.00061708183224814443 0.0064975951499193262 0.0075548731023445731 0.0094159474130719907 0.0085868894205325171 0.0078147324988981949 -0.00036877513979561628 0.0046086873618263859 0.0020321699236297889 0.0030591745214122866 0.007998538507547762 0.005241782375436166 0.0010297930152672861 0.0053045832712588642 0.006118757492228369 -0.00085407704813405877 0.004089871101314202 0.0089622300062372866 0.0044154345315014498
leaf_weight=21 47 66 68 252 159 23 21 20 21 20 20 26 29 89 22 45 41 20 274 21 36 70 101 27 29 1283 20 40 23 187
leaf_count=21 47 66 68 252 159 23 21 20 21 20 20 26 29 89 22 45 41 20 274 21 36 70 101 27 29 1283 20 40 23 187
internal_value=0 0.00332511 0.00300877 0.00330113 0.00425375 0.00261298 0.00512444 0.00164168 0.00231364 0.00257101 0.00564383 0.00283699 0.00315658 0.00567922 0.00560466 0.00556684 0.00365824 0.00471904 0.00567798 0.00562337 0.00583888 0.00589494 0.00582532 0.00435332 0.0059422 0.00584886 0.00279084 0.00260366 0.00594922 0.00491342
internal_weight=0 773 707 639 268 371 201 67 348 327 2348 307 281 2328 2239 2217 122 101 2095 180 1821 1785 1740 128 1612 1542 49 60 1493 210
internal_count=3121 773 707 639 268 371 201 67 348 327 2348 307 281 2328 2239 2217 122 101 2095 180 1821 1785 1740 128 1612 1542 49 60 1493 210
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 44 4 475 1 12 41 11 41 15 4 0 16 3 12 484 150 14 1 43 4 15 42 13 43 16
split_gain=0.257483 0.0744122 0.0546371 0.0413071 0.0380014 0.0385643 0.0375818 0.0347877 0.0343469 0.0301907 0.0476041 0.0309517 0.0416739 0.0361842 0.0333362 0.034197 0.0294886 0.0280383 0.0386419 0.0275652 0.0323546 0.0275098 0.0235649 0.0429007 0.0229919 0.0248662 0.0230609 0.0264165 0.0429742 0.0324928
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 0.087740000000000012 0.081805000000000017 -0.17966999999999997 -0.079669999999999977 0.095950000000000021 0.092550000000000007 0.077565000000000009 1.0000000180025095e-35 0.083975000000000008 1.0000000180025095e-35 -0.14098499999999997 -0.13027499999999997 -0.039889999999999988 0.30112000000000005 -0.42850999999999995 -0.011854999999999999 0.10325000000000002 0.077685000000000018 0.10658000000000002 -0.080554999999999974 -0.076229999999999978 0.097020000000000009 0.11603500000000001 -0.013024999999999998 -0.14035499999999998 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 16 11 24 14 13 -13 -3 -16 -9 19 -19 -2 -21 -15 23 -10 25 -11 27 29 -29 -26
right_child=17 9 -4 4 -6 -7 7 8 22 10 -12 12 -14 21 15 -17 -18 18 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-8.2478526999930977e-05 0.0059766735925915696 0.0013460217154629174 -0.0010106827492233027 0.0056602949440160673 0.0084150705796976876 0.0076870644589819544 0.00017262106761336329 0.0037882095553830272 0.0040396540331327033 0.0059306101637736685 0.00017809683618986091 0.0058908008559442615 0.0035883666407316925 0.012957315919920803 0.0016247789827199693 0.0054360314370073192 0.0066652765697717935 0.0031870089481612126 -0.0010201268569856395 0.0017959735769246168 0.0060163286700844771 0.0077751508160006436 0.0037003481737844161 -0.00060487770053103225 0.0069365296390520503 0.0026039649751037359 0.0026787662066371097 0.0067519498663023121 0.0030984533899887042 0.0045881236870627621
leaf_weight=23 21 21 22 95 21 28 30 95 37 222 23 34 25 20 24 1235 57 34 61 198 20 21 138 43 85 25 66 40 165 192
leaf_count=23 21 21 22 95 21 28 30 95 37 222 23 34 25 20 24 1235 57 34 61 198 20 21 138 43 85 25 66 40 165 192
internal_value=0 0.00487702 0.00387884 0.00406855 0.00424406 0.00407658 0.00387235 0.00344771 0.00371326 0.0051445 0.00466313 0.00542984 0.00712421 0.00830282 0.00529747 0.00536338 0.00486711 0.00193883 0.000485585 0.00251648 0.00218316 0.010303 0.00290874 0.00154322 0.00479288 0.00559391 0.00443184 0.00467188 0.00381133 0.00530875
internal_weight=0 2787 589 567 544 523 495 400 370 2198 818 1380 100 75 1280 1259 152 334 95 239 218 41 218 80 795 247 548 482 205 277
internal_count=3121 2787 589 567 544 523 495 400 370 2198 818 1380 100 75 1280 1259 152 334 95 239 218 41 218 80 795 247 548 482 205 277
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 2 3 3 2 0 49 1 2 4 3 13 3 15 1 12 12 0 47 14 1 51 12
split_gain=4.42004 0.756379 0.462459 0.362254 0.270409 0.228774 0.218149 0.148745 0.147828 0.130728 0.140444 0.103874 0.0917713 0.18581 0.112504 0.0874014 0.0840983 0.0722476 0.0712193 0.0673786 0.071924 0.0645712 0.0625137 0.0563671 0.0533246 0.0500331 0.0489941 0.0497593 0.0546077 0.046049
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10252500000000002 0.062655000000000016 0.093575000000000019 0.11474000000000002 0.30112000000000005 0.076840000000000006 0.13501500000000002 -0.10607499999999999 0.036705000000000008 0.083345000000000016 0.094835000000000017 0.022185000000000003 0.083060000000000009 -0.47860499999999995 0.11296500000000002 -0.040439999999999997 0.13146500000000003 0.08815000000000002 0.10061500000000002 -0.06563999999999999 0.090100000000000013 -0.23083499999999998 0.11690500000000002 -0.085989999999999997 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 12 15 23 10 21 19 13 14 -1 -5 22 -16 -11 20 -7 -4 -14 -6 -23 26 -3 28 -28 -22
right_child=1 2 9 7 8 11 -8 -9 -10 18 -12 -13 16 -15 17 -17 -18 -19 -20 -21 29 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00041051879956813633 0.00041779541786302597 0.00027881177642786087 0.000223745660068985 0.00045924791139628291 0.00043299585003592873 0.000363609719987341 0.00052342002143427289 0.00023881415174543564 0.00021197509433990583 0.00013641592155067965 0.00027366756264572597 0.00027550926582785691 0.00044029311665562133 0.00049774611363557868 0.00018413189506413888 0.00031753478373026093 0.00036860462176467232 0.00032529452528236064 2.561738188724515e-05 0.00027258667674865208 0.00046420308875955212 5.7181418837436312e-05 0.00041591705187462116 0.00032953801363998767 0.00015424766022931313 0.00029334201016372033 0.00011625249961427614 0.0001190643194527213 0.00022698516719145152 0.00038973972188264682
leaf_weight=44 76 33 34 27 41 169 83 60 26 54 47 39 805 35 20 44 97 46 38 20 61 31 813 40 73 32 20 27 119 67
leaf_count=44 76 33 34 27 41 169 83 60 26 54 47 39 805 35 20 44 97 46 38 20 61 31 813 40 73 32 20 27 119 67
internal_value=0 0.000233255 0.00021045 0.00041098 0.000259126 0.000416695 0.000425067 0.000310688 0.000340614 0.000151055 0.000181094 0.000370999 0.000420678 0.000373311 0.000333718 0.000371426 0.000424683 0.000282518 9.06513e-05 0.000382747 0.000390165 0.000149566 0.000428045 0.000381906 0.000125314 0.00022138 0.000209808 0.00019609 0.000211052 0.000425226
internal_weight=0 691 615 2430 338 2299 1943 131 107 277 185 356 1860 145 110 71 1715 66 92 317 297 138 1618 81 104 231 199 166 139 128
internal_count=3121 691 615 2430 338 2299 1943 131 107 277 185 356 1860 145 110 71 1715 66 92 317 297 138 1618 81 104 231 199 166 139 128
is_linear=0
shrinkage=0.00196078


Tree=8146
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 2 14 1 147 16 1 2 1 12 4 39 16 151 48 475 52 52 16 13 43 3 15
split_gain=6.04534 0.878132 0.546114 0.512072 0.325912 0.210258 0.186503 0.18702 0.177335 0.175697 0.172574 0.129971 0.115079 0.0997879 0.10261 0.0819049 0.0746023 0.0658077 0.0626612 0.0586257 0.0661104 0.0569669 0.0547943 0.0647207 0.0723949 0.0650486 0.060888 0.0525317 0.0516579 0.0510724
threshold=0.10538500000000002 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.40473500000000007 0.27287000000000006 0.14285500000000004 0.14122000000000004 0.062655000000000016 0.077845000000000011 0.089365000000000014 -0.52595999999999987 0.089625000000000024 0.090425000000000019 0.15964000000000003 0.08815000000000002 -0.50940999999999981 0.087690000000000004 0.10246000000000001 -0.089309999999999987 0.091635000000000008 -0.082014999999999991 0.039215000000000007 -0.56176499999999996 -0.080509999999999984 -0.06977499999999999 -0.080324999999999994 0.086245000000000016 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 9 -4 7 18 12 11 -5 13 -6 16 -15 -8 17 -1 -3 20 -2 -18 -14 24 -24 -25 -26 -12 -19 -23
right_child=1 6 5 10 8 -7 15 -9 -10 -11 27 -13 22 14 -16 -17 21 28 -20 -21 -22 29 23 25 26 -27 -28 -29 -30 -31
leaf_value=0.00063318577924551152 0.00036071711408546545 0.0003700047971433219 0.00047477693367146376 0.00048754150595735102 0.00032177984513634557 0.00029605248447635448 0.0001819725262260592 0.00016046613509167616 0.00033226684377217394 0.00060516417298515945 0.00034033466451892667 0.0003905975578629336 0.00053787520576112813 0.00048869555092217088 0.00034348693904558234 6.7822431671314147e-05 0.0005073382438153482 0.00053040701991955406 0.0002518625039716854 0.00038689015615804524 0.00026109359676868812 0.00049104335420696913 0.00055557739793085583 0.00054543627700535718 0.00048450774426916471 0.00046490311432129962 0.00040828726710657581 0.00022347217328310792 0.00045985238892691478 0.00037067947497961364
leaf_weight=23 30 45 121 28 20 32 145 42 41 76 50 35 46 290 20 29 535 797 28 20 175 33 20 62 58 102 132 21 42 23
leaf_count=23 30 45 121 28 20 32 145 42 41 76 50 35 46 290 20 29 535 797 28 20 175 33 20 62 58 102 132 21 42 23
internal_value=0 0.000284808 0.000347017 0.000495325 0.000501133 0.000437397 0.000203442 0.000264713 0.000455603 0.000512819 0.00035718 0.000508915 0.000467095 0.000511264 0.000479327 0.000162948 0.000518078 0.000529712 0.00032469 0.000285559 0.000275673 0.00050111 0.000474015 0.000466161 0.000443366 0.000495349 0.000431555 0.00030577 0.000526875 0.000441608
internal_weight=0 667 378 2454 2355 153 289 115 481 1874 99 1798 440 1763 310 174 1453 862 73 225 205 591 420 374 210 164 190 71 839 56
internal_count=3121 667 378 2454 2355 153 289 115 481 1874 99 1798 440 1763 310 174 1453 862 73 225 205 591 420 374 210 164 190 71 839 56
is_linear=0
shrinkage=0.00196078


Tree=8147
num_leaves=31
num_cat=0
split_feature=1 155 1 12 51 39 49 1451 49 2 14 3 447 4 3 49 0 1 13 158 11 43 2 132 454 457 14 159 12 43
split_gain=0.265086 0.0683236 0.0495307 0.035846 0.0373142 0.0308592 0.0262184 0.0301607 0.0284462 0.0462558 0.027557 0.0285969 0.037262 0.0361489 0.0270919 0.0261911 0.0321627 0.0416651 0.0312038 0.0259447 0.0276636 0.0250567 0.0249115 0.023427 0.0242347 0.0240062 0.0229764 0.0284059 0.0221514 0.0416105
threshold=0.10124500000000002 0.11245500000000001 0.13707500000000003 1.0000000180025095e-35 0.10614000000000001 0.10076500000000001 0.11560500000000001 0.089825000000000002 0.11136000000000001 0.13501500000000002 -1.0000000180025095e-35 0.090900000000000009 0.089395000000000016 -0.059649999999999988 -0.076969999999999997 -1.0000000180025095e-35 -0.11013499999999998 0.16175000000000003 -0.059629999999999996 0.10046000000000001 0.093970000000000012 -0.029804999999999995 0.10276500000000001 0.090145000000000017 -0.037229999999999992 -0.067164999999999989 -0.46413499999999996 0.10569000000000002 0.086345000000000019 -0.11720999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 23 19 6 7 8 9 10 -1 12 28 -13 -8 -4 -17 18 -18 20 22 -16 -5 24 -2 -26 -27 -28 29 -12
right_child=1 -3 15 4 -6 -7 14 -9 -10 -11 11 13 -14 -15 21 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0089961854834109539 -0.00051864206558093439 0.0061509013135395384 -0.0013539908408758141 0.0048604542093443476 0.0076678141951560981 0.0022180904667680702 0.0053529239407119657 0.0085935620482944491 0.0089529170233401522 0.00069272130283273088 0.008233757150909779 0.0051365517974892236 0.001054397734842496 0.0012384765276995799 0.0007662197982426733 0.0045807379664796772 0.0003014055148857396 -0.002555083951447159 0.0043987574562539952 0.0071279958658851689 0.00018894924238945049 0.0048425601678900422 0.00156495090250246 -0.00066511345386970793 0.0060445707980543379 0.0059234212999316783 0.0028527584910683803 -0.0010637688520364463 0.0051446083686540883 0.0055957906682988041
leaf_weight=20 20 66 31 81 29 34 60 28 21 22 66 61 20 39 38 33 41 25 34 20 24 25 32 20 25 22 250 20 1278 636
leaf_count=20 20 66 31 81 29 34 60 28 21 22 66 61 20 39 38 33 41 25 34 20 24 25 32 20 25 22 250 20 1278 636
internal_value=0 0.00307386 0.00278661 0.0032466 0.00437224 0.00520888 0.00525282 0.00533258 0.00529036 0.00525445 0.00530179 0.00526661 0.00534912 0.0036163 0.00383216 0.00126359 0.0018737 0.000980383 0.00215887 0.0037635 0.00327234 0.00238382 0.00392721 0.00266014 0.00285748 0.00307049 0.00281585 0.00256265 0.00539251 0.0058438
internal_weight=0 773 707 543 186 2348 2314 2191 2163 2142 2120 2100 2000 100 123 164 133 100 75 157 137 63 113 357 337 317 292 270 1980 702
internal_count=3121 773 707 543 186 2348 2314 2191 2163 2142 2120 2100 2000 100 123 164 133 100 75 157 137 63 113 357 337 317 292 270 1980 702
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 14 1 4 4 2 1 2 16 50 4 2 15 15 39 2 133 1 2 48 475 4 16 49 1
split_gain=7.3311 1.17707 0.756712 0.643469 0.406685 0.293232 0.273021 0.260209 0.243468 0.241949 0.198748 0.142528 0.189622 0.136834 0.0970425 0.0907 0.0900319 0.0899584 0.0890806 0.0982886 0.0880792 0.168117 0.109332 0.0801162 0.0741464 0.07264 0.0688774 0.0652181 0.0912077 0.0719149
threshold=0.10538500000000002 0.12408500000000001 1.0000000180025095e-35 0.087215000000000015 0.098630000000000009 0.14285500000000004 0.062655000000000016 0.077845000000000011 0.40945500000000007 0.40473500000000007 0.14122000000000004 0.089625000000000024 0.090425000000000019 -0.52595999999999987 0.086295000000000011 -0.55119499999999988 -1.0000000180025095e-35 -0.033689999999999991 -0.41396999999999995 0.093755000000000019 0.10855000000000002 0.085635000000000003 0.10781 0.088850000000000012 0.081805000000000017 -0.082014999999999991 -0.0070899999999999991 -0.45661999999999997 -0.013914999999999999 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 6 8 11 -4 17 26 13 15 16 -6 18 -1 -13 -3 -7 -20 21 22 -2 -17 -9 -15 -5 -27 -29 -30
right_child=1 5 7 9 10 14 -8 24 -10 -11 -12 12 -14 25 -16 23 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.00068891881560745024 0.00035297672087752739 0.00040483737780071661 0.00052974669142764484 0.00055871193733816687 0.00034751482627482389 0.00017506610863182324 0.00067283327352943745 0.00021787115914467114 0.0001967099261337232 0.00032428526764680793 0.00036323461205030897 0.0004228018860773546 0.00034381448706486539 0.00058704422499416024 0.00024979707574116563 0.00056989865766794755 0.00053963099372605038 0.0002712633625111159 -2.7436798788001889e-05 0.00014555418880962833 0.00028143059331779691 0.00024754171550408203 0.0005349604336548191 0.00053949680374957914 0.00035182322792376289 0.00059378081737457701 0.000464759580857401 0.00038037034348140352 0.00049368033676330206 0.00057744224907517526
leaf_weight=21 30 42 28 66 20 39 76 24 99 32 41 28 23 46 22 941 269 36 28 23 142 31 22 516 47 29 55 24 275 46
leaf_count=21 30 42 28 66 20 39 76 24 99 32 41 28 23 46 22 941 269 36 28 23 142 31 22 516 47 29 55 24 275 46
internal_value=0 0.000305779 0.000537605 0.000377802 0.000544664 0.000211576 0.000557719 0.000369672 0.00026126 0.000475908 0.000493804 0.000552853 0.000515334 0.000505971 0.000133059 0.000560976 0.000528617 0.000343188 0.000104523 5.05787e-05 0.000311091 0.000361834 0.00042997 0.000559132 0.000306544 0.000513517 0.000516006 0.000504473 0.000496966 0.000505684
internal_weight=0 667 2454 378 2355 289 1874 99 177 153 481 1798 320 440 112 1478 297 78 90 51 225 83 52 1457 71 420 121 374 345 321
internal_count=3121 667 2454 378 2355 289 1874 99 177 153 481 1798 320 440 112 1478 297 78 90 51 225 83 52 1457 71 420 121 374 345 321
is_linear=0
shrinkage=0.00196078


Tree=8149
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 14 160 4 16 49 13 160 13 42 1212 124 43 1 0 16 2 15 43 4 4 4 43 12 15 123
split_gain=0.251891 0.0632253 0.05024 0.0372635 0.0311299 0.0261462 0.025744 0.0387522 0.0313353 0.0298419 0.0257343 0.0358963 0.0455927 0.0311387 0.0298867 0.0288788 0.026422 0.0249216 0.0239338 0.0383629 0.0367116 0.0238485 0.0235526 0.0224805 0.0250959 0.0214355 0.0296837 0.0251738 0.0213877 0.0303138
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.22582000000000002 0.062655000000000016 -1.0000000180025095e-35 0.51388000000000011 -0.0092699999999999987 -0.052259999999999994 0.038215000000000006 -0.065039999999999987 0.097995000000000013 -0.082179999999999989 0.055770000000000007 -0.027784999999999997 -0.12152999999999999 0.088340000000000016 -0.10474999999999998 -0.43320999999999993 0.25063000000000007 0.095175000000000023 -0.010344999999999998 0.51164000000000009 0.50500500000000004 0.042705000000000007 -0.081154999999999991 0.10016000000000001 -0.091964999999999977 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 10 7 -3 22 -10 13 12 -12 17 -13 -15 -17 -1 19 -4 23 -7 28 24 -20 26 -5 -27 29 -8
right_child=1 2 18 25 -6 21 8 -9 9 -11 11 14 -14 15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0058227326364633175 0.0057026127992102355 0.0054347387364560426 0.00044430404038090887 0.0087088613167659139 0.0011558001162484289 0.0080253811842627143 -0.0014468149889285704 0.0010566368551614385 0.002863290666469506 -0.0019588936691765082 -0.001548743636711784 0.0052340670074797879 0.0042882604982878549 0.0026687484503924558 0.0018638323053657528 0.002093193441195863 0.0051385898951471793 0.0088716935125800461 0.0015639197527586174 0.0063743955068457578 -0.0031771338074063158 0.0046141321468894606 0.0036525242664376886 0.0037810713715421469 -0.0026522684772498908 0.0051955409399751162 0.004351156699488423 0.0020666746567197455 0.0033469486277168379 0.003116478317921671
leaf_weight=252 78 62 24 22 20 57 37 30 21 33 23 174 32 51 31 29 1617 30 48 20 23 32 107 26 20 45 54 60 39 24
leaf_count=252 78 62 24 22 20 57 37 30 21 33 23 174 32 51 31 29 1617 30 48 20 23 32 107 26 20 45 54 60 39 24
internal_value=0 0.003003 0.00270003 0.00316687 0.0050842 0.00511795 0.00256871 0.0040071 0.00206169 -8.35998e-05 0.00505114 0.00411581 0.00184733 0.00517402 0.00472442 0.00501232 0.00508493 0.00614709 0.0011516 0.0031398 0.000403902 0.00679886 0.00262133 0.00128011 0.000323864 0.00433347 0.0056126 0.00340762 0.00151794 0.000348579
internal_weight=0 773 695 534 2348 2328 353 92 261 54 2239 260 55 1979 205 1697 1646 282 161 44 117 89 207 94 68 181 76 105 100 61
internal_count=3121 773 695 534 2348 2328 353 92 261 54 2239 260 55 1979 205 1697 1646 282 161 44 117 89 207 94 68 181 76 105 100 61
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=31
num_cat=0
split_feature=1 97 44 2 52 0 1 148 1 1 2 0 4 400 2 16 12 49 2 11 1443 12 12 131 15 1 42 1443 50 2
split_gain=0.205492 0.0479763 0.046185 0.0475995 0.0408535 0.0354952 0.0350414 0.0322161 0.031291 0.0330914 0.0392629 0.033435 0.0271198 0.0238543 0.0231849 0.0226668 0.0242656 0.0293233 0.0512576 0.0214223 0.0317947 0.0202265 0.0241129 0.0219094 0.0221848 0.0321456 0.0197546 0.0196097 0.0183404 0.0180645
threshold=0.11353000000000001 -0.0047149999999999996 0.081805000000000017 0.097070000000000004 -0.26636999999999994 -0.14454499999999995 0.15799000000000005 -0.066239999999999979 0.10984500000000001 0.089625000000000024 0.090425000000000019 -0.066089999999999996 -0.033174999999999989 -0.070649999999999991 0.097605000000000011 -0.0034149999999999996 -0.083994999999999986 -0.047584999999999995 0.11263500000000001 0.080455000000000013 0.089780000000000013 -0.10022999999999999 0.11903500000000002 0.095715000000000008 -0.45963999999999994 0.12408500000000001 0.090545000000000014 0.084655000000000022 0.12170000000000002 0.098630000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 26 15 7 -6 9 19 11 -11 -9 -7 -15 16 -5 -18 -19 20 27 -14 23 24 -23 -26 -2 28 -3 -16
right_child=4 2 -4 5 6 13 -8 12 -10 10 -12 -13 21 14 29 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00082342996350538071 0.0070713052761477782 0.0048812970725458952 0.0084001201608528697 0.00046988043313225114 -0.0011174037877935917 0.00076499586908279789 -0.0010032459108445507 0.0049298339848112514 0.0086508660600520676 0.0044528928844621892 0.00029307283573494903 0.001102599294663929 0.0040854202595338313 0.0013372120938988197 0.0066070007096806719 -0.00071295786394991656 0.001072394174601262 0.0089897508356010635 0.0021564288732960173 0.007195988471786945 0.00086145393317565338 0.0026314603188970628 0.0046635256919006895 0.0039853478471438093 0.002059996518163154 -0.00093394382663973367 0.0028798432105263186 0.0078388503937855038 0.0022963017013223311 0.0041925253717235182
leaf_weight=36 23 1389 30 30 28 21 39 38 20 306 29 33 44 27 33 22 24 21 23 39 20 65 26 30 65 80 22 22 28 508
leaf_count=36 23 1389 30 30 28 21 39 38 20 306 29 33 44 27 33 22 24 21 23 39 20 65 26 30 65 80 22 22 28 508
internal_value=0 0.00444924 0.00449896 0.00445386 0.00216025 0.00375534 0.00184993 0.00214587 0.00471645 0.00467428 0.00382465 0.00412676 0.00240843 0.00407471 0.00419708 0.00218776 0.00283894 0.00388412 0.00541779 0.00488301 0.00482118 0.00209935 0.00177083 0.00145746 0.00109633 0.000408167 0.00502215 0.00487621 0.00483022 0.0043398
internal_weight=0 2661 2625 2595 460 709 415 376 1886 1866 368 339 348 589 568 120 98 68 44 1498 1459 310 266 240 210 145 45 1439 1417 541
internal_count=3121 2661 2625 2595 460 709 415 376 1886 1866 368 339 348 589 568 120 98 68 44 1498 1459 310 266 240 210 145 45 1439 1417 541
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 106 44 47 3 12 12 1375 14 0 475 4 0 43 11 42 1208 42 1 1 2 13 2 1426 48 48
split_gain=0.168176 0.0666701 0.0568464 0.0474903 0.0365487 0.0318196 0.0304947 0.0279332 0.026762 0.0260266 0.028113 0.0242669 0.0237128 0.0287331 0.0592115 0.0394635 0.0508784 0.0383249 0.0326521 0.0233527 0.0294577 0.0274081 0.024737 0.0225648 0.0208837 0.0203564 0.0200692 0.0295337 0.0229395 0.0314881
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10600500000000002 0.085655000000000009 0.081805000000000017 0.11043500000000002 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 -0.24191999999999997 0.076175000000000007 -0.10836499999999999 -0.079669999999999977 -0.0016099999999999997 -0.14649999999999996 -0.066504999999999995 0.096970000000000015 0.11387000000000001 0.099975000000000008 0.10705500000000003 0.090475000000000014 0.081670000000000006 0.12595500000000001 0.038215000000000006 0.11474000000000002 1.0000000180025095e-35 0.093265000000000015 0.096030000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -5 6 7 11 9 -2 -11 -1 13 14 -13 16 -16 -17 19 21 22 24 -21 -19 26 -9 27 28 -15 -30
right_child=3 -3 -4 4 -6 -7 -8 25 -10 10 -12 12 -14 18 15 17 -18 23 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015171064960989445 0.0045649364135106618 0.00099667598866564158 -0.00088998421662203641 0.0046879288051665455 0.00071790499990156877 0.00091826315582429455 0.0069914678847920663 0.0032024755248049688 -0.0022053534914132046 -0.0021294766366481781 0.0014197171594927428 -0.002185185658745468 0.0057910047929508844 0.0044095252504092707 0.0034847145841922613 0.0020760916957321264 -0.0022870486757407588 0.0087481688149273398 0.00032542247181048707 0.0033317007498439161 0.0056539858172244923 0.0070813853647622819 0.00030823720007902013 0.0048145930754253646 0.0067898364153841295 -0.00025517742060834453 0.0026025585907251195 0.0080807933927558011 -0.00015537302754819394 0.0037864623339025297
leaf_weight=34 23 73 23 78 33 31 37 90 23 25 208 20 91 1662 56 30 21 25 21 94 37 37 38 35 34 21 68 21 25 107
leaf_count=34 23 73 23 78 33 31 37 90 23 25 208 20 91 1662 56 30 21 25 21 94 37 37 38 35 34 21 68 21 25 107
internal_value=0 0.00397808 0.00405996 0.00175816 0.00350765 0.00410317 0.00414108 0.0041 0.00106213 0.00135569 0.0010389 0.00417013 0.00420737 0.00414555 0.00295674 0.00357254 0.0019106 0.00499442 0.00424923 0.00428805 0.0031603 0.00438559 0.00246131 0.00645358 0.00433355 0.00254832 0.0042892 0.00435239 0.00430875 0.0030399
internal_weight=0 2731 2658 390 111 2635 2604 2567 279 256 233 2456 2422 2331 187 167 77 90 2144 2123 169 1954 132 60 1917 111 1883 1815 1794 132
internal_count=3121 2731 2658 390 111 2635 2604 2567 279 256 233 2456 2422 2331 187 167 77 90 2144 2123 169 1954 132 60 1917 111 1883 1815 1794 132
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=31
num_cat=0
split_feature=1 12 132 403 15 4 15 3 9 51 38 483 156 131 1 15 4 4 13 4 16 15 4 41 49 1 0 0 150 49
split_gain=0.137456 0.0421841 0.0470735 0.0331657 0.0299091 0.0279251 0.0382598 0.0554923 0.0249284 0.022789 0.0230503 0.0225745 0.0255019 0.0271147 0.0560259 0.0272997 0.020993 0.0257346 0.0209137 0.0203785 0.0198013 0.019697 0.0186464 0.021514 0.0250695 0.0257825 0.0194792 0.0223348 0.0215776 0.0186615
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.085340000000000013 0.035560000000000008 -0.17966999999999997 -0.015039999999999998 0.097915000000000016 0.081890000000000004 0.10614000000000001 1.0000000180025095e-35 0.098395000000000024 0.10339000000000002 0.095715000000000008 0.15799000000000005 -0.30407999999999996 -0.04890499999999999 0.056795000000000005 0.086705000000000018 -0.51253999999999988 0.042200000000000008 0.13592500000000005 0.40124500000000002 0.085095000000000018 -0.097394999999999995 0.077565000000000009 -0.14920999999999998 -0.14001499999999997 -0.091259999999999994 0.12497000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 19 9 -8 21 10 18 12 13 14 16 -15 -2 -18 -7 -1 -6 22 23 24 25 -3 -26 -28 -29 -30
right_child=11 8 -4 -5 20 6 7 -9 -10 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=0.0021653886772692202 0.0033369294501784624 0.0043085759013359037 -0.0013512494946973255 0.0062360535111899186 0.0066904788994560805 0.0024328619864642281 0.0022026075086054894 -0.0040785193422131919 0.0066246200585737824 0.0059297683625482026 0.0051438690323767997 0.0045875126008121745 0.0040803969251490867 0.00076136891072130079 -0.0039852719241753225 0.0056886818027123811 -0.0021357181706819039 0.0011132816036586199 -0.00070615174380414514 0.0057557384532248221 0.0029483706332170049 0.0016279158007819206 0.0013309375966914119 0.0010482546386940937 0.0059659658028976999 0.0088094327866565427 0.00082539405243901116 0.0070435414114035678 0.003795807637158333 0.001943158978351026
leaf_weight=25 33 35 26 30 31 275 39 22 30 20 29 21 28 23 25 22 29 153 23 43 26 44 31 28 40 20 26 20 1868 56
leaf_count=25 33 35 26 30 31 275 39 22 30 20 29 21 28 23 25 22 29 153 23 43 26 44 31 28 40 20 26 20 1868 56
internal_value=0 0.00356035 0.0028088 0.00300091 0.00281882 0.0025596 0.00224691 -6.27169e-05 0.00376175 0.00265292 0.0024525 0.00141358 0.00120063 0.000917704 0.000495346 0.00317028 0.00101635 0.000595584 0.00219059 0.00443576 0.00498355 0.00372213 0.00376552 0.00380157 0.00383891 0.00594525 0.00378127 0.00373691 0.00377585 0.00374188
internal_weight=0 2787 589 563 533 476 408 61 2198 347 327 334 313 285 240 45 215 182 298 68 57 2168 2124 2093 2065 55 2010 1970 1944 1924
internal_count=3121 2787 589 563 533 476 408 61 2198 347 327 334 313 285 240 45 215 182 298 68 57 2168 2124 2093 2065 55 2010 1970 1944 1924
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 10 106 44 160 483 16 16 480 52 16 1375 3 52 133 12 1428 472 11 4 43 16 1 1454 1429 160
split_gain=0.114458 0.044662 0.0374266 0.0367773 0.0276479 0.0268154 0.0246943 0.0243575 0.0235294 0.0227236 0.0246552 0.026051 0.0329035 0.0283122 0.0239858 0.0363762 0.0329363 0.0333077 0.0292542 0.0372976 0.0256042 0.0307349 0.0239014 0.0300616 0.0351298 0.0289275 0.0251696 0.0233498 0.0233351 0.0393184
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 -0.074314999999999978 0.085655000000000009 0.081805000000000017 0.62940000000000007 -0.095084999999999989 -0.062804999999999986 -0.039889999999999988 0.10742500000000001 0.13140000000000004 -0.010264999999999998 -0.15308499999999997 -0.085784999999999986 0.26746000000000009 0.085760000000000017 0.083785000000000012 0.08653000000000001 -0.080079999999999998 0.097680000000000017 -0.50052499999999989 -0.40263499999999991 0.19444000000000003 0.085110000000000005 0.080725000000000005 0.084770000000000012 -0.066074999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -2 7 8 9 27 -11 12 13 -12 16 -16 18 -18 19 -13 22 -22 23 25 -25 -17 -27 -1 -26 -30
right_child=3 -3 -4 4 -6 -7 -8 -9 -10 10 11 14 -14 -15 15 20 17 -19 -20 -21 21 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=0.0057540512607075689 -0.0019903963762185266 -0.00043015962988702643 0.00086238559923090406 0.0039611390544077715 0.00050820319659330624 0.0011291217195145192 0.0005229691873424717 0.0059095766886162601 -9.1186365752946583e-05 0.0036211353126939768 0.0017223853387468024 0.007753571260365702 0.0052373294430435634 -0.0023699913385578177 -0.0010204641634355422 0.0075989735506785411 0.0024209863289117654 0.0065166586389144264 0.0085072690290398899 0.002450624972374903 0.0021981943563635772 0.0067930777620121442 -0.00055187991791171953 0.0059112025560655946 0.0027911036184892317 0.00093786964813868208 0.0048529237165124729 0.0022641673690836448 -0.0009210854169337991 0.0033445014650351369
leaf_weight=73 31 33 63 78 33 248 31 37 20 1180 73 21 20 22 23 24 115 24 25 36 24 37 20 33 608 24 52 26 47 40
leaf_count=73 31 33 63 78 33 248 31 37 20 1180 73 21 20 22 23 24 115 24 25 36 24 37 20 33 608 24 52 26 47 40
internal_value=0 0.0032264 0.00327112 0.00139502 0.00293459 0.000782509 0.00332871 0.00336211 0.0033254 0.00335222 0.00329216 0.00298601 0.00155079 0.000774677 0.00312916 0.00290706 0.0040658 0.00312815 0.00565523 0.00440434 0.00300643 0.00498525 0.00286409 0.0029466 0.00272328 0.00457236 0.00361659 0.00483752 0.00257191 0.0010401
internal_weight=0 2731 2698 390 111 279 2635 2604 2567 2547 2448 1268 115 95 1153 932 221 139 82 57 909 61 848 828 728 100 76 99 695 87
internal_count=3121 2731 2698 390 111 279 2635 2604 2567 2547 2448 1268 115 95 1153 932 221 139 82 57 909 61 848 828 728 100 76 99 695 87
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=31
num_cat=0
split_feature=1 3 124 4 1 2 14 42 3 3 2 0 1 12 150 12 4 15 2 376 2 1 3 1 0 15 0 47 4 2
split_gain=12.8768 2.04893 1.10291 0.908457 0.721582 0.691168 0.468699 0.442179 0.36274 0.324063 0.253503 0.224806 0.341718 0.221058 0.175629 0.166687 0.204623 0.165927 0.140712 0.130069 0.197606 0.124634 0.115493 0.115078 0.112459 0.125838 0.108921 0.108499 0.0958979 0.0936663
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 -0.0060199999999999993 0.31370500000000007 0.076840000000000006 0.13404500000000005 -0.10607499999999999 0.085605000000000014 -0.42850999999999995 1.0000000180025095e-35 0.09141500000000001 -0.52556499999999995 -0.095869999999999983 0.11704500000000001 0.083785000000000012 0.10613000000000002 0.097525000000000014 -0.14847999999999997 0.11323000000000001 -0.15090499999999998 -0.03241999999999999 -0.060129999999999996 0.10019500000000002 0.033845000000000007 0.15950500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 18 19 6 11 -1 9 -6 14 12 24 -10 21 16 -13 -14 -2 20 -3 -7 -18 -5 -4 -26 28 -11 -17 -15
right_child=1 4 5 23 8 10 -8 -9 13 27 -12 15 17 29 -16 26 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0006630858855650706 0.00066153332850248439 0.00055785549147164117 0.00082927581771286723 0.00048028060396915353 0.00024540446925196846 0.00064741750607739338 0.00086927699874721318 0.00040106429643985191 0.00027597424348079381 0.0003327700927391752 0.00050290940383843487 0.0009182182114447474 0.00066908781393235474 0.00014004649093853698 0.00050307421006538821 0.00070847835693217719 0.00058735766135900515 0.00045290454864397065 0.00048429776165707439 0.00028809511172128661 0.00039407059527976521 0.0007434921980905933 0.00073410810131358895 0.00032763472925904816 0.00075214230546764296 0.00056888861223763118 0.00059153998445554169 0.00049431557505348936 0.00059882388607915922 -2.4150351540529153e-05
leaf_weight=40 124 40 26 29 129 295 80 65 34 31 49 23 21 34 28 433 21 39 20 25 97 63 1135 55 34 25 38 33 33 22
leaf_count=40 124 40 26 29 129 295 80 65 34 31 49 23 21 34 28 433 21 39 20 25 97 63 1135 55 34 25 38 33 33 22
internal_value=0 0.00039124 0.000697483 0.000542387 0.000313798 0.000706294 0.000722374 0.000500882 0.00025406 0.000301997 0.000635763 0.000715945 0.000641864 0.00015126 0.000652628 0.000722327 0.000735086 0.000528569 0.000636917 0.000418157 0.000441891 0.000664325 0.000731442 0.000380334 0.000721838 0.000674492 0.000692482 0.000416067 0.000700713 7.55406e-05
internal_weight=0 673 2448 228 445 2343 1908 105 283 193 435 1828 145 90 386 1683 1179 60 144 162 137 358 1156 84 85 59 504 64 466 56
internal_count=3121 673 2448 228 445 2343 1908 105 283 193 435 1828 145 90 386 1683 1179 60 144 162 137 358 1156 84 85 59 504 64 466 56
is_linear=0
shrinkage=0.00196078


Tree=8155
num_leaves=31
num_cat=0
split_feature=1 12 132 4 12 44 157 393 2 3 132 15 4 34 16 124 2 13 49 3 0 402 402 3 4 128 133 1211 1213 128
split_gain=0.127358 0.0407823 0.0382507 0.0318153 0.052109 0.0255957 0.0373327 0.0223401 0.0216645 0.021259 0.0305885 0.0329648 0.030252 0.0214259 0.0207047 0.0202374 0.0239489 0.0196868 0.0196614 0.0267289 0.0193796 0.0282061 0.0580833 0.0266784 0.0228598 0.0226626 0.0397333 0.021434 0.0211183 0.0216972
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.064054999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078969999999999985 0.084580000000000016 -0.080614999999999978 0.30112000000000005 0.10365500000000001 -0.40580499999999992 0.27287000000000006 -0.038779999999999995 0.062650000000000025 0.0049200000000000008 0.11510000000000002 0.086705000000000018 0.14233500000000002 0.12745000000000004 -0.076579999999999995 0.091090000000000018 0.020685000000000005 -0.081054999999999974 -0.51253999999999988 0.10793500000000002 -0.0036349999999999998 0.11789500000000001 -0.061914999999999991 0.093785000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 17 -3 13 11 -11 -13 -2 -6 16 -15 -8 19 -18 25 22 24 -23 -22 27 -27 -10 -26 -30
right_child=9 8 -4 5 14 -7 7 -9 20 10 -12 12 -14 15 -16 -17 18 -19 -20 -21 21 23 -24 -25 28 26 -28 -29 29 -31
leaf_value=0.00099041320932790255 -0.00049471547580183007 0.0062572418745642823 -0.0010546100567668103 -0.0015399316670373082 0.0071723393567309189 0.0051836745638865981 0.0025025318033381288 0.0057044249942555325 0.0038013348540963973 0.0020104637298652014 0.002878218949107187 -0.00026756426038142912 -0.0055335886543616654 0.004033542212629174 0.0042617508627396695 -0.00041706347954459491 0.0014074379307699432 -0.00018063104401032132 -0.00091369141844789613 0.0055804807539971083 0.0058266548574340115 0.0081934792315587392 -0.0022660741227723304 0.003537708913063398 0.0007647909032373985 0.0040693124127366377 -0.0017665338190272451 0.0070966134767513726 0.0029591128312323675 0.0058840175366236111
leaf_weight=39 33 31 26 25 37 31 309 20 1511 23 28 24 20 72 72 25 66 30 23 20 29 20 21 32 41 28 20 20 418 27
leaf_count=39 33 31 26 25 37 31 309 20 1511 23 28 24 20 72 72 25 66 30 23 20 29 20 21 32 41 28 20 20 418 27
internal_value=0 0.00343434 0.00269538 0.00286855 0.00412736 0.00241963 0.00219649 0.00245669 0.00363236 0.00136792 0.0001025 -0.0010575 -0.00266121 0.00187091 0.00524975 0.00224987 0.00261824 0.00226508 0.00168335 0.00237791 0.00359481 0.00310475 0.00288903 0.00532839 0.00309924 0.0037773 0.00163771 0.00384438 0.00293649 0.00313658
internal_weight=0 2787 589 563 148 415 384 359 2198 334 95 67 44 239 109 206 181 339 109 86 2167 588 536 52 515 1579 48 1531 486 445
internal_count=3121 2787 589 563 148 415 384 359 2198 334 95 67 44 239 109 206 181 339 109 86 2167 588 536 52 515 1579 48 1531 486 445
is_linear=0
shrinkage=0.1


Tree=8156
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 39 40 14 147 147 0 1 9 13 0 160 16 4 157 52 12 51 49 39 1443 43 12 12 1424 158
split_gain=0.107862 0.0408319 0.0333345 0.029901 0.0242382 0.0239176 0.032206 0.023213 0.0243397 0.0309023 0.0265988 0.0428978 0.0269668 0.02524 0.0204124 0.02011 0.0209272 0.0292459 0.0306453 0.0285759 0.0299859 0.0360508 0.0241873 0.0215739 0.0186498 0.0297444 0.018289 0.0208163 0.0180885 0.0170109
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10600500000000002 -0.0091949999999999983 -0.08440499999999998 -0.47013499999999991 0.096620000000000011 0.088610000000000008 -0.10096999999999999 0.11181500000000001 -0.073554999999999995 -0.17933499999999997 -0.036484999999999997 0.62940000000000007 -0.14771999999999999 0.024790000000000003 -0.029304999999999998 -1.0000000180025095e-35 0.080890000000000017 0.10614000000000001 -0.23803499999999997 0.094095000000000026 0.090755000000000016 -0.52440999999999993 0.087625000000000022 0.095780000000000018 1.0000000180025095e-35 0.11817500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 -7 -2 9 10 11 -9 -12 -13 -14 16 19 22 -19 -8 -21 26 -18 24 25 -24 -22 -28 29 -27
right_child=3 -3 -4 4 -6 6 15 8 -10 -11 12 13 14 -15 -16 -17 17 18 -20 20 21 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.0063536370692114973 0.0034117829535777371 0.00078081884341671664 -0.0006123800336828699 0.003685579128796235 0.00045256968869855912 0.00089226635502806561 0.0071600617262823829 -0.001332201432420074 0.00308914894628669 -0.0029449924067915258 -0.0037129392803070095 0.0008891211073521687 -0.0011427585245110095 0.0051783451601616383 0.002004901428804978 7.7667107107117785e-05 0.0065988975592931225 -0.0013260240884214317 0.0025070066831436376 0.0060847536229142333 -0.00022942944973086319 0.0068279858963796874 0.0067648257017135617 0.00045734979126050516 0.00064150299876928338 0.0032135603482040978 0.0044261394240449935 0.0010976741234224071 0.0056523326755268501 0.0053231178350054108
leaf_weight=24 30 73 23 78 33 60 29 28 31 29 21 23 45 34 38 20 22 23 224 41 24 20 25 27 26 1923 42 34 32 39
leaf_count=24 30 73 23 78 33 60 29 28 31 29 21 23 45 34 38 20 22 23 224 41 24 20 25 27 26 1923 42 34 32 39
internal_value=0 0.00311403 0.00317811 0.00133622 0.00272441 0.0032112 0.00318232 0.000783923 0.000467314 9.44839e-05 0.000560859 0.00187308 -0.000511631 0.00344761 0.000298339 0.00323618 0.00326114 0.00317922 0.00215008 0.00427047 0.00374998 0.00295227 0.00330061 0.00326559 0.00330267 0.00333694 0.00217712 0.00293709 0.00329396 0.00325549
internal_weight=0 2731 2658 390 111 2635 2611 279 249 218 189 85 104 57 83 2551 2531 2341 247 190 161 120 2094 2072 2045 2019 100 76 1994 1962
internal_count=3121 2731 2658 390 111 2635 2611 279 249 218 189 85 104 57 83 2551 2531 2341 247 190 161 120 2094 2072 2045 2019 100 76 1994 1962
is_linear=0
shrinkage=0.1


Tree=8157
num_leaves=31
num_cat=0
split_feature=4 3 9 123 52 40 13 457 10 4 0 401 4 4 3 11 160 160 481 1429 3 52 43 1 1209 13 4 12 403 52
split_gain=0.0873679 0.0330738 0.0271696 0.0401559 0.0242198 0.0215017 0.0323581 0.0235966 0.0202034 0.0200509 0.0274942 0.023976 0.0784977 0.0260154 0.0345408 0.0231096 0.0260071 0.0219417 0.0230284 0.0282337 0.0408724 0.0214423 0.0379496 0.0233058 0.0238718 0.0404293 0.0234978 0.0273188 0.0387915 0.0326382
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.039215000000000007 0.051255000000000002 0.27020000000000005 0.31508000000000008 -0.062879999999999978 -0.082249999999999976 -0.010949999999999998 0.080190000000000011 -0.08835999999999998 -0.51843499999999987 -0.10115999999999999 1.0000000180025095e-35 -0.54913999999999985 -0.53327999999999987 -0.0050099999999999988 0.083810000000000009 -0.083154999999999993 -0.07167999999999998 -0.035139999999999991 0.091785000000000019 0.083050000000000013 -0.0065549999999999992 -0.082769999999999982 0.083815000000000014 -0.0091899999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 9 -2 11 15 13 -13 14 -4 16 -11 -18 19 20 -19 22 -15 24 26 -26 27 28 -23 -29
right_child=4 -3 5 -5 -6 -7 -8 -9 -10 10 -12 12 -14 21 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0026385769697795203 -0.0016586639641900547 0.00070273697867428205 0.0089679758809506887 0.0032193295005708933 0.0024519727540177269 0.00028524651387405975 0.0055067847812703503 -0.00037486419420350683 0.001011823448125639 0.0053937781990195319 -0.00055168096534907816 -0.0022177688757375139 0.0052749887660697653 -0.00056814523298218025 0.0034402890148787545 0.0051643137822975404 -4.9337487394825148e-05 0.0072868797984639456 0.0025990794089095332 0.00045188609087331726 0.0034030859189321445 0.0087109963758848618 0.0031813298975795559 0.0063938828635840654 0.008552475764493769 0.0033359638224236474 0.00031222001506158939 0.0010740255386582039 0.0032899754340619302 0.0036982000495440199
leaf_weight=22 32 73 20 25 111 31 48 22 247 36 25 29 27 34 26 40 29 35 1521 22 120 22 131 31 24 39 26 65 33 175
leaf_count=22 32 73 20 25 111 31 48 22 247 36 25 29 27 34 26 40 29 35 1521 22 120 22 131 31 24 39 26 65 33 175
internal_value=0 0.00280263 0.0028603 0.000477331 0.0012026 0.0029032 0.00293465 0.00288589 0.000705531 0.00291447 0.00274184 0.0033772 0.00139481 0.00355454 0.00584363 0.0027875 0.00273358 0.00267812 0.00272471 0.00380425 0.00428007 0.00337299 0.00240871 0.00375638 0.00354346 0.00532321 0.00319416 0.00344816 0.00545838 0.00298749
internal_weight=0 2731 2658 47 390 2611 2580 2532 279 2510 1828 682 56 626 46 1803 1763 1727 1698 177 155 580 165 415 384 63 321 295 55 240
internal_count=3121 2731 2658 47 390 2611 2580 2532 279 2510 1828 682 56 626 46 1803 1763 1727 1698 177 155 580 165 415 384 63 321 295 55 240
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 4 1 47 2 2 4 0 1 47 52 52 2 133 3 133 475 0 15 3 16 131 3
split_gain=13.0255 2.04879 1.23121 1.03253 0.829964 0.689296 0.475626 0.418647 0.32981 0.318551 0.303194 0.290948 0.205913 0.173073 0.154195 0.11527 0.0990612 0.0911222 0.0807416 0.0762812 0.0651282 0.0608219 0.0601348 0.0599691 0.0841699 0.0613631 0.0592368 0.0586366 0.0568467 0.0549206
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.13082500000000002 0.089885000000000007 0.14838000000000004 0.27834500000000006 -0.22491999999999998 0.091195000000000012 0.090100000000000013 -0.56176499999999996 -0.16675999999999999 0.098630000000000009 0.032270000000000007 0.0022600000000000003 0.087415000000000007 -0.082014999999999991 -0.026509999999999995 -0.040804999999999994 -0.010424999999999999 0.11346000000000002 0.09031500000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 16 6 7 11 -6 -5 12 15 13 -4 -13 29 21 -16 -8 20 -19 -3 -22 -21 25 -25 -15 -7 -2 -1
right_child=1 2 10 9 8 27 18 -9 -10 -11 -12 14 -14 26 17 -17 -18 19 -20 23 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00051646730320813801 0.00052406295204809438 9.7712055196775592e-05 0.00016224429760500612 0.00043210584080784843 0.00043406449042279163 0.00018998216500514233 0.00052542411229189706 0.00022734763074873222 0.00019430474607289914 0.0001966035187011367 0.00020140738388850187 0.00031370181000548678 -6.7549484963880997e-05 7.3653729726029949e-05 0.00055007891847157534 0.0004647832747163673 0.00024753902446308549 0.00045247504119985877 0.00066789179545901657 0.00052703282834397943 0.00057793017952695747 0.00016819283871067839 0.00048703167772909845 0.00042318804463017717 0.00034777869121672603 0.00048452261748000379 -1.9257190825701919e-05 0.00032752458480935469 0.00040677402509388578 0.00044062326496930253
leaf_weight=1079 47 104 41 34 71 26 20 24 32 63 37 27 84 41 45 220 32 211 65 27 33 86 184 197 41 92 74 22 24 38
leaf_count=1079 47 104 41 34 71 26 20 24 32 63 37 27 84 41 45 220 32 211 65 27 33 86 184 197 41 92 74 22 24 38
internal_value=0 0.000169394 0.000132241 0.000477402 0.000214105 0.000485581 0.000490428 0.000484912 0.000359576 0.000279151 3.61903e-05 0.000487729 1.07193e-05 5.2864e-05 0.000459526 0.000505807 0.000146612 0.00046427 0.00063437 0.000459351 0.000477004 0.000129614 0.000500855 0.000438188 0.000430918 0.000442713 1.38676e-05 0.000253022 0.000484416 0.000513887
internal_weight=0 673 602 2448 325 2351 2303 2218 103 97 277 2194 240 156 857 1337 222 830 85 785 428 190 217 357 330 289 115 48 71 1117
internal_count=3121 673 602 2448 325 2351 2303 2218 103 97 277 2194 240 156 857 1337 222 830 85 785 428 190 217 357 330 289 115 48 71 1117
is_linear=0
shrinkage=0.00196078


Tree=8159
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 1 14 2 4 4 2 1 1 47 52 4 1 43 12 4 50 1 12 16 1456 3 15 50
split_gain=13.3962 2.05537 1.27948 1.1508 0.683982 0.68346 0.450533 0.377005 0.36282 0.314129 0.311054 0.292135 0.279872 0.187885 0.173477 0.100759 0.0996385 0.094731 0.139219 0.0846714 0.0815076 0.0678631 0.0672197 0.0635845 0.0631679 0.0610755 0.0662791 0.0787269 0.0590898 0.0556076
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.089410000000000003 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.089885000000000007 0.36766000000000004 0.40473500000000007 0.14285500000000004 0.091195000000000012 0.15964000000000003 0.090100000000000013 -0.16675999999999999 -0.013514999999999998 0.083345000000000016 0.064745000000000011 0.090285000000000018 -0.036839999999999991 0.086295000000000011 0.11669000000000002 -1.0000000180025095e-35 -0.079504999999999978 0.056325000000000007 -0.12711499999999995 -0.11033999999999998 0.11140500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 5 4 6 15 8 -5 9 13 12 -7 24 25 -12 23 -10 19 20 -11 -19 -2 -14 -3 -4 -1 27 -27 -22 -29
right_child=1 2 10 7 -6 11 -8 -9 16 17 14 -13 22 -15 -16 -17 -18 18 -20 -21 28 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.000776606307444244 0.00075831835848443648 0.00039624161928448348 0.00035795926042946985 0.00067834456289034533 0.00049821918197219658 0.00065842172845738942 0.0004674612784916474 0.00042214434674497226 0.00074219069498426772 0.00073371493226975998 0.0002488364605019378 0.0004243809535867705 0.00016312618118227289 0.00069906184267179634 8.2316570691739162e-05 0.00049287999283002457 0.00090045433463374234 0.00072908800896770518 0.00056807415267227696 0.00066139928988666211 0.00075225081472169786 0.00063147381970695424 0.00031855562491817216 0.00031065047550889142 0.00048936045194365924 0.00062709301284033492 0.00078710914411597439 0.00074758389566231581 0.00065549410421275242 0.00064164618651072185
leaf_weight=545 50 149 22 34 48 70 24 63 20 392 141 29 23 220 29 34 65 143 38 74 28 24 20 43 39 24 127 401 182 20
leaf_count=545 50 149 22 34 48 70 24 63 20 392 141 29 23 220 29 34 65 143 38 74 28 24 20 43 39 24 127 401 182 20
internal_value=0 0.000408886 0.000370799 0.000721244 0.00072988 0.000454008 0.000734708 0.000511946 0.000737522 0.000732653 0.000272103 0.000589864 0.000356569 0.000751437 0.00022043 0.000394495 0.000863216 0.000703348 0.000680842 0.000722231 0.000692982 0.00071718 0.000235419 0.000377073 0.00044197 0.000761753 0.0007476 0.000736324 0.000668395 0.000742551
internal_weight=0 673 599 2448 2351 325 2303 97 2279 2194 274 99 104 1337 170 226 85 857 391 466 353 74 43 192 61 1117 572 445 210 421
internal_count=3121 673 599 2448 2351 325 2303 97 2279 2194 274 99 104 1337 170 226 85 857 391 466 353 74 43 192 61 1117 572 445 210 421
is_linear=0
shrinkage=0.00196078


Tree=8160
num_leaves=31
num_cat=0
split_feature=1 399 3 4 48 13 132 130 0 43 2 43 3 12 0 43 43 157 157 3 403 147 150 15 2 0 12 2 16 402
split_gain=0.145599 0.0477428 0.0438451 0.0362051 0.0308229 0.0295836 0.0257931 0.021696 0.0212251 0.0350061 0.0552819 0.0473182 0.0248222 0.0248219 0.0334653 0.0258869 0.0236048 0.022832 0.0225327 0.0209725 0.0284276 0.020706 0.0236492 0.0204959 0.0198586 0.0330293 0.0197861 0.0229977 0.0194663 0.0207504
threshold=0.098420000000000021 1.0000000180025095e-35 0.31299000000000005 -0.0086549999999999978 0.14093000000000003 -0.15714499999999998 0.093030000000000015 -0.081379999999999994 -0.072269999999999987 -0.082389999999999977 0.08734500000000002 -0.095589999999999994 0.092670000000000016 0.093765000000000015 -0.069954999999999976 0.016310000000000002 -0.064334999999999989 0.10645500000000001 0.089050000000000018 -0.078724999999999976 -0.54448499999999989 0.099730000000000027 0.12155000000000001 -0.0072999999999999992 0.097070000000000004 -0.026509999999999995 -0.42850999999999995 0.15950500000000004 -0.079734999999999986 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 7 5 -5 21 -2 12 10 -10 24 17 15 -15 19 -16 18 -1 20 -11 22 -7 -14 -12 -26 -4 -28 -18 -30
right_child=1 -3 26 4 -6 6 -8 -9 9 13 11 -13 23 14 16 -17 28 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.003839240886187081 0.00033206030881653231 -0.0027605063607916238 0.0024843033065178222 0.0049894529271334639 -0.0017241342247209766 0.0020445982713209574 -0.0014553082051200117 0.0036845552260845234 -0.003117709579722335 0.0037318851100280881 0.0062165020792947518 -0.0012526240292936564 0.0032915864898650734 -0.00055471716959101076 0.0062781343965426749 0.0021232539118500428 0.0052140013832185006 0.0015723430621040859 0.0071346767069328399 0.0039192749572579157 0.0085097703518289512 -0.00090082775674421686 0.0054354695878414952 -0.00093203809112310423 0.0048008413234305004 -0.00026551307898692111 0.00055264828273846381 -0.0032445402329110288 0.004447027041266362 0.0013523388934584383
leaf_weight=1733 21 20 31 33 22 316 22 239 21 20 23 25 27 26 23 34 27 44 21 55 33 22 22 20 31 22 58 22 30 78
leaf_count=1733 21 20 31 33 22 316 22 239 21 20 23 25 27 26 23 34 27 44 21 55 33 22 22 20 31 22 58 22 30 78
internal_value=0 0.00206596 0.00218543 0.0024794 0.00192348 0.00211684 0.00186869 0.00341378 0.00361303 0.00299561 0.00155063 0.00252127 0.00376295 0.00353637 0.00276981 0.00452965 0.00331689 0.00382226 0.0038787 0.00528722 0.00670679 0.00207182 0.00226531 0.0014943 0.00376269 0.00269783 0.000339524 -0.000491579 0.00281238 0.00221197
internal_weight=0 828 808 697 437 415 382 260 2293 448 122 101 1845 326 184 142 158 1798 1754 108 53 360 338 47 76 53 111 80 135 108
internal_count=3121 828 808 697 437 415 382 260 2293 448 122 101 1845 326 184 142 158 1798 1754 108 53 360 338 47 76 53 111 80 135 108
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 4 47 1 457 14 2 4 47 1447 4 52 4 0 159 151 1 0 4 43 3 51 1
split_gain=10.665 1.64671 0.944859 0.92145 0.681881 0.529932 0.349035 0.320718 0.282683 0.246089 0.221974 0.187824 0.151571 0.137766 0.161269 0.110845 0.108509 0.0970089 0.127693 0.147875 0.0959093 0.0940482 0.145764 0.0731512 0.116713 0.0700486 0.0691976 0.0661624 0.0654141 0.0736242
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.14122000000000004 0.077845000000000011 0.40473500000000007 0.13082500000000002 0.091195000000000012 0.10021000000000001 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.090100000000000013 -0.082869999999999985 0.053180000000000012 0.039215000000000007 0.24564500000000003 0.18019500000000002 0.0089800000000000019 -0.086769999999999986 0.085110000000000005 -0.072894999999999988 -0.036839999999999991 -0.080324999999999994 -0.14186499999999996 -0.085989999999999997 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 15 10 11 -5 -6 13 12 16 -1 14 -4 28 -7 20 19 -19 21 22 -18 24 -23 -2 -9 -24 -3 -30
right_child=1 2 9 7 8 6 -8 26 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00066514745794031549 0.00067118353411263108 0.0002082413695785823 0.00035086883526459772 0.00061725838219418242 0.00058843640909442513 0.0007089564966317874 0.00042247974230506558 0.00040811559542411324 0.00036142335242890066 0.00038024198089168067 0.00060316774665756026 0.00041953492398355519 0.00076711684138563313 0.00014614836870742415 0.00020599754347184579 0.00043188027865449834 0.00046672489556173486 0.00056118910264427732 0.00063060693365033416 0.00038296330799871583 0.00048469149818023045 0.00071155417742818335 0.00068635432299670417 0.00078304231333799386 0.00054087236986245975 0.00053623626852124576 0.00027125238791318138 0.00061259793815504637 0.00034506894803152868 0.00024959465706144601
leaf_weight=1119 50 22 40 28 71 42 41 49 30 37 226 20 59 87 113 33 25 96 77 22 20 43 52 21 24 21 20 464 128 41
leaf_count=1119 50 22 40 28 71 42 41 49 30 37 226 20 59 87 113 33 25 96 77 22 20 43 52 21 24 21 20 464 128 41
internal_value=0 0.000348847 0.000315538 0.000627551 0.000387253 0.000635279 0.000599434 0.000440267 0.000521007 0.000231395 0.000659456 0.000607442 0.000670255 0.000208447 0.000243872 0.000326944 0.000611684 0.000606843 0.000568493 0.000527961 0.000618366 0.000622616 0.000612946 0.000682064 0.000650414 0.00063127 0.000368445 0.000620031 0.000308814 0.000321907
internal_weight=0 673 602 2448 325 2351 947 97 101 277 1404 906 1178 240 153 224 886 844 195 118 649 629 541 88 67 71 69 516 191 169
internal_count=3121 673 602 2448 325 2351 947 97 101 277 1404 906 1178 240 153 224 886 844 195 118 649 629 541 88 67 71 69 516 191 169
is_linear=0
shrinkage=0.00196078


Tree=8162
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 4 3 14 2 1 13 2 43 0 52 1 52 1 10 41 150 49 47 50 1 48 3 0 13
split_gain=7.17095 1.16048 0.710743 0.635695 0.417046 0.351578 0.347273 0.301266 0.279756 0.237199 0.193421 0.152703 0.149723 0.128515 0.106121 0.09021 0.0900463 0.0712983 0.0684326 0.0641776 0.062178 0.0555213 0.0550699 0.083008 0.062664 0.0723504 0.057162 0.0601011 0.0515473 0.0489619
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10559 0.14285500000000004 0.40124500000000002 -0.022174999999999997 0.062655000000000016 0.17025000000000004 0.077845000000000011 -0.0030199999999999997 0.089885000000000007 -0.065269999999999981 -0.22491999999999998 -0.16675999999999999 0.091195000000000012 -0.56176499999999996 0.14754500000000001 -0.38124499999999995 0.081560000000000007 0.11740500000000002 0.10084500000000002 1.0000000180025095e-35 -0.14320999999999998 0.089875000000000024 0.091035000000000019 -0.11171999999999999 -0.06563999999999999 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 8 28 12 11 -5 18 16 -13 -14 -10 -1 -16 -4 -11 22 -6 23 24 -19 26 27 29 -3 -26
right_child=1 2 9 10 21 -7 -8 -9 15 19 -12 13 14 -15 17 -17 -18 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00053609179926305455 0.00051384023544155384 0.00050992178301700083 0.00018965363625352485 0.00049209751825289225 0.00026963686825047772 0.00032985539064597937 0.00029651213067613498 0.00027523779862886655 0.00051541735692059291 0.00011232355820345923 0.00029965948696188816 0.0001625495707141418 0.00037486942514733894 0.0003347292968309393 0.00057480849789333258 0.00066600695617643059 0.00049269170730263526 0.00060990393307863494 8.3161572682683216e-05 -2.7655766769420745e-05 0.0004011042048061775 0.00017388164121238278 0.00046489926763609347 0.00061521637583570059 0.00037000537137774856 0.00040612328587869234 0.0004494551082257352 0.00051790764944229591 0.00040333051498569154 0.00050405238733465876
leaf_weight=1117 72 53 116 28 169 39 27 46 20 34 71 25 27 50 46 65 220 20 29 20 26 27 150 26 20 31 66 433 26 22
leaf_count=1117 72 53 116 28 169 39 27 46 20 34 71 25 27 50 46 65 220 20 29 20 26 27 150 26 20 31 66 433 26 22
internal_value=0 0.000278727 0.000250276 0.000508006 0.000312887 0.000514477 0.000517586 0.000401387 0.000520193 0.000176926 0.000354086 0.000205508 0.000515936 0.000277336 0.000495867 0.000630574 0.00052895 0.000499757 0.000168355 6.04794e-05 0.000495409 0.000256446 0.000498601 0.000506781 0.000502019 0.000498247 0.000503526 0.000511038 0.000474841 0.00044022
internal_weight=0 667 595 2454 321 2355 2316 125 2289 274 99 220 2204 75 867 85 1337 840 145 54 794 196 768 618 592 572 541 475 79 42
internal_count=3121 667 595 2454 321 2355 2316 125 2289 274 99 220 2204 75 867 85 1337 840 145 54 794 196 768 618 592 572 541 475 79 42
is_linear=0
shrinkage=0.00196078


Tree=8163
num_leaves=31
num_cat=0
split_feature=1 11 1 132 3 40 0 14 48 3 15 3 447 15 16 16 0 16 11 52 156 1453 2 2 130 3 157 0 4 52
split_gain=0.186139 0.0526074 0.0366021 0.0244963 0.0324356 0.0235564 0.0229721 0.0307611 0.0223937 0.0233442 0.0227477 0.0334404 0.0266878 0.0234971 0.0218909 0.0380297 0.0302718 0.0213816 0.0205732 0.0254984 0.0226932 0.0198856 0.0294171 0.0196969 0.0293994 0.0224821 0.0301591 0.0185428 0.017559 0.0175018
threshold=0.10124500000000002 0.084110000000000004 0.13707500000000003 -1.0000000180025095e-35 -0.03694999999999999 0.051255000000000002 -0.0058249999999999994 -0.073114999999999986 0.10184000000000001 -0.06977499999999999 -0.11033999999999998 0.10732000000000001 0.089095000000000021 -0.094329999999999983 0.24134000000000003 0.26435500000000006 -0.14920999999999998 -0.016164999999999995 0.089270000000000002 -0.066844999999999988 0.12159000000000002 0.08154500000000002 0.14122000000000004 0.12595500000000001 0.09567500000000001 -0.076969999999999997 -0.037734999999999998 -0.11437499999999999 -0.52556499999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 8 7 -4 10 -10 -1 12 13 29 16 -16 17 -15 -3 20 -20 22 27 24 25 -17 -27 -18 -29 -12
right_child=1 18 6 4 -6 -7 -8 -9 9 -11 11 -13 -14 14 15 23 21 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0054849398541436702 -0.00077696967839627814 0.0062658118969773427 0.0042252011655364184 0.0037660118638062935 0.0020028134605814644 0.00071002697572112086 -0.0015571759826141516 0.00043973959193111944 0.0035676966210964815 0.00015723094917260684 0.0022550437806243512 0.0011240941965499789 0.0010152348254520733 0.0053747115580335958 -0.00057350220449734477 0.0050313454904143927 0.0019723875348063302 0.0090520211101864419 0.0073464764459502136 0.0012996458240333156 0.002750675459604033 0.006988342612748966 0.00089684509299695493 0.0067875956289935859 0.00037694336944976107 0.0053962620673701171 0.00054851943753998387 0.0072763650057216488 0.0043645697408211904 0.0052806504332693297
leaf_weight=135 23 37 28 153 328 20 36 92 88 26 94 36 26 64 22 87 32 21 21 33 22 28 25 20 26 21 33 21 1499 24
leaf_count=135 23 37 28 153 328 20 36 92 88 26 94 36 26 64 22 87 32 21 21 33 22 28 25 20 26 21 33 21 1499 24
internal_value=0 0.00233825 0.0019969 0.00241121 0.00256366 0.00412732 0.000658355 0.00132301 0.00415668 0.00278987 0.00422706 0.00414538 0.00419861 0.00423965 0.00432473 0.00335926 0.00444413 0.00628322 0.00433198 0.00339052 0.00499514 0.00434673 0.00429983 0.00382194 0.00346677 0.00403652 0.00243375 0.00435465 0.0044048 0.00287042
internal_weight=0 773 660 504 481 2348 156 120 2328 114 2214 2079 2043 2017 1899 209 1690 85 113 76 43 1605 1577 187 167 141 54 1552 1520 118
internal_count=3121 773 660 504 481 2348 156 120 2328 114 2214 2079 2043 2017 1899 209 1690 85 113 76 43 1605 1577 187 167 141 54 1552 1520 118
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 4 1 2 4 1 15 14 2 133 2 47 16 1 51 0 12 13 159 159 4 3 0 1
split_gain=18.819 3.01362 1.72494 1.62399 1.27436 0.810214 0.5206 0.447361 0.40521 0.370401 0.356364 0.512576 0.447735 0.333374 0.276534 0.225728 0.211063 0.189242 0.346003 0.179997 0.203409 0.177516 0.152407 0.145877 0.124587 0.115399 0.110698 0.107662 0.1322 0.102497
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.092845000000000025 0.40473500000000007 0.091195000000000012 0.14960000000000004 -0.013514999999999998 0.086920000000000011 -0.17952999999999997 0.062655000000000016 0.17025000000000004 0.089200000000000015 -0.0091949999999999983 0.10019500000000002 -0.29154999999999992 0.11669000000000002 -0.085989999999999997 0.18019500000000002 0.090285000000000018 -1.0000000180025095e-35 0.09599000000000002 0.030370000000000005 -0.036839999999999991 0.090900000000000009 -0.070154999999999981 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 15 8 -5 29 13 10 21 22 -13 27 23 17 -10 19 -19 20 -3 25 -12 -4 -21 -7 -2 28 -1 -6
right_child=1 2 14 6 7 9 -8 -9 16 -11 11 12 -14 -15 -16 -17 -18 18 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087208995572682314 0.00087291543098057017 0.00025696717056573605 0.00024049403428852154 0.00075158206138919764 0.00080451585863735165 0.00082181277049236218 0.00045585498061591118 0.00045843557595306431 0.00060337320103517281 0.00055242807507447527 0.00081992164261680323 0.00077975755757421787 0.00040381929841575145 0.0010156857037354086 0.00011059779926490526 0.00027211727091559659 0.00080156177634963964 0.00037735074644198503 0.00072998526195685069 0.00025966176577893457 0.00047030308514675389 0.00064465136869865309 0.00073987477207900941 0.00038773381187287852 0.00042308954726035647 0.00091517246438491335 0.00071091174202806806 0.00076187831158408559 0.00075123917498100289 0.00066347360023793231
leaf_weight=1045 50 20 86 37 32 416 60 37 23 26 156 21 29 59 49 45 203 23 20 47 122 20 221 37 29 58 24 38 36 52
leaf_count=1045 50 20 86 37 32 416 60 37 23 26 156 21 29 59 49 45 203 23 20 47 122 20 221 37 29 58 24 38 36 52
internal_value=0 0.000447068 0.00040095 0.00081729 0.000467731 0.000827548 0.000568658 0.000638076 0.000857443 0.000783227 0.000789743 0.000748257 0.000561713 0.000872033 0.000235162 0.000400373 0.000781392 0.000422486 0.000541367 0.000399037 0.000440256 0.000825602 0.000772998 0.000284786 0.000322022 0.000833237 0.000820374 0.000864459 0.000868065 0.000717204
internal_weight=0 673 599 2448 427 2351 97 121 1404 947 921 427 50 1178 172 306 226 261 43 218 142 494 377 123 76 474 74 1119 1081 84
internal_count=3121 673 599 2448 427 2351 97 121 1404 947 921 427 50 1178 172 306 226 261 43 218 142 494 377 123 76 474 74 1119 1081 84
is_linear=0
shrinkage=0.00196078


Tree=8165
num_leaves=31
num_cat=0
split_feature=1 3 0 2 4 12 3 3 15 13 2 393 11 15 52 3 48 0 48 16 15 52 16 1 156 484 474 156 156 51
split_gain=0.208655 0.0493122 0.0403648 0.0300084 0.0296841 0.0261354 0.0288578 0.0463874 0.0451575 0.0257141 0.0241433 0.0347766 0.0224183 0.0286583 0.0249439 0.0218461 0.0217679 0.0195866 0.0195376 0.0302111 0.0276941 0.0193253 0.0299122 0.0363796 0.0198598 0.0501466 0.0500003 0.0410722 0.0248393 0.021721
threshold=0.10293500000000001 -0.034684999999999994 0.089620000000000019 0.11018500000000002 0.40124500000000002 0.051320000000000005 0.076840000000000006 0.11658 -0.018314999999999994 -0.0021749999999999994 0.089005000000000015 0.086855000000000016 0.090070000000000025 -0.070929999999999979 -0.037344999999999996 -0.0025099999999999996 0.093675000000000022 -0.23091999999999999 0.091840000000000019 -0.072359999999999994 -0.30407999999999996 0.4002400000000001 -0.046599999999999996 0.096255000000000021 0.087380000000000013 0.084975000000000009 0.085295000000000024 0.085835000000000009 0.091255000000000017 -0.092264999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 10 6 9 -8 18 15 21 17 13 -5 -14 16 -3 -12 20 -20 -9 24 -23 -24 27 28 -27 29 -26 -1
right_child=1 2 -4 12 -6 -7 7 8 -10 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0015609507355839015 0.0042025518172638535 0.0034211157026422575 -0.0025103840910430469 0.0023236077982001007 0.0007124273826114156 -0.0015443038754165174 0.0058939724381724817 0.0025674996862857882 -0.0012037615357257893 -0.0017261121934727551 0.0011943826155567713 0.00079697617475176234 0.0065087949857115749 -0.0021553219051565977 0.001514412694159546 -1.4235573459644708e-05 -0.00023798179324893725 0.0042112402748507895 0.00010579046925572171 0.0046443415768656201 0.0062435023501166143 0.0055050030754258232 -0.0015724233928180878 0.0043137700208241035 0.0072828442078187233 0.0034661220778203147 -0.0025641212682239716 0.0087052202201448377 0.0038079844453022815 0.0048875971689960832
leaf_weight=20 188 72 21 50 22 20 42 57 32 26 22 32 20 20 20 49 21 987 44 22 32 30 21 21 36 44 20 28 48 1054
leaf_count=20 188 72 21 50 22 20 42 57 32 26 22 32 20 20 20 49 21 987 44 22 32 30 21 21 36 44 20 28 48 1054
internal_value=0 0.0024426 0.00176744 0.00343496 0.0043687 0.00198287 0.00216056 0.00289081 0.00221631 0.00116516 0.00440274 0.00404253 0.00212307 0.00104391 0.0040116 0.00169454 0.00259487 0.00414546 0.00292239 0.00161864 0.00388921 0.00468639 0.00309331 0.00137067 0.00477815 0.00369049 0.00158167 0.00492422 0.00529721 0.00482565
internal_weight=0 736 438 298 2385 417 397 229 187 168 2363 1041 110 70 40 142 93 1009 155 66 89 1322 72 42 1250 148 64 1102 84 1074
internal_count=3121 736 438 298 2385 417 397 229 187 168 2363 1041 110 70 40 142 93 1009 155 66 89 1322 72 42 1250 148 64 1102 84 1074
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=31
num_cat=0
split_feature=1 124 51 1 4 47 147 4 151 8 16 376 2 16 152 157 157 0 402 402 4 52 4 4 403 15 13 15 42 128
split_gain=0.169479 0.0430875 0.0329035 0.0304113 0.0285546 0.0284336 0.0293713 0.0320897 0.0331424 0.0317356 0.0217727 0.0228604 0.0201347 0.0268703 0.0212942 0.018111 0.0331143 0.0188897 0.0269858 0.0348804 0.0280726 0.0368332 0.0286027 0.0226608 0.0310825 0.0227529 0.0209699 0.0365515 0.032792 0.0298997
threshold=0.11690500000000002 -0.076779999999999987 -0.40274499999999996 0.16773500000000005 0.27287000000000006 0.11227500000000001 0.089365000000000014 -0.0043399999999999992 -0.082229999999999984 1.0000000180025095e-35 -0.090344999999999995 0.084985000000000019 0.13404500000000005 0.13751500000000003 0.087525000000000006 -0.48214999999999997 -0.30029999999999996 -0.075934999999999989 0.091090000000000018 0.012085000000000002 -0.010384999999999998 -0.067494999999999986 0.055260000000000011 -0.085594999999999991 -0.53101999999999994 -0.18895499999999996 0.061215000000000012 -0.0063699999999999989 -0.16797499999999996 0.10793500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 10 6 9 -8 -9 12 -1 -12 14 -14 15 -3 -17 23 19 20 -19 22 -22 -18 -25 -26 28 -28 -27 -30
right_child=2 5 3 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 16 17 18 -20 -21 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0050124056751883472 0.0049377342858524242 0.0063101684365288492 0.0015464314640712342 -0.0023744633498912057 -0.0012317926622927189 0.0019405890147431314 0.0045859561268506311 0.0032130554155446593 -0.002352999397755965 0.0078854112930241086 0.0013062259694561363 0.0049907051115518526 0.00016370444077878229 0.0047965487243518947 0.00085386721683400032 0.00092048645156490448 0.0050940358025432057 0.0038791834709422748 0.0059914825425948955 -0.00063636385880055891 -0.0023982104748332253 0.0041802653190876676 0.0024839630020627133 0.0011315835639834405 0.0058929853367579868 0.0080695443831029397 0.0041222795226570708 -0.00051275886405535319 0.0041470298420988099 0.00024944238713942469
leaf_weight=32 27 35 341 21 21 72 28 20 23 21 85 21 31 21 21 34 257 401 42 21 24 39 24 35 71 21 46 27 1239 20
leaf_count=32 27 35 341 21 21 72 28 20 23 21 85 21 31 21 21 34 257 401 42 21 24 39 24 35 71 21 46 27 1239 20
internal_value=0 0.0038011 0.00157015 0.00131898 0.00220354 0.00389982 0.00395623 0.00195139 0.000235863 0.0040148 0.00272631 0.00203617 0.00398106 0.00203466 0.004024 0.0040525 0.00401816 0.00406462 0.00355521 0.00335418 0.0035259 0.00189757 4.28763e-05 0.00422819 0.00407567 0.00414803 0.00405647 0.00240795 0.00415048 0.00408511
internal_weight=0 2732 389 362 159 2573 2501 71 43 2430 138 106 2409 52 2357 2336 2301 2267 551 509 488 87 48 1716 1459 1424 1353 73 1280 1259
internal_count=3121 2732 389 362 159 2573 2501 71 43 2430 138 106 2409 52 2357 2336 2301 2267 551 509 488 87 48 1716 1459 1424 1353 73 1280 1259
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 47 4 2 1 2 14 15 1 457 1 3 3 16 159 15 0 16 158 47 11 16 1212 0
split_gain=9.38748 1.53092 0.973393 0.846744 0.553723 0.479376 0.411054 0.338069 0.331746 0.284972 0.233852 0.220081 0.190536 0.136989 0.130462 0.0966181 0.214589 0.085112 0.101488 0.0838714 0.0981085 0.0773188 0.0713626 0.0703508 0.0699326 0.0611958 0.0591065 0.0578461 0.0589296 0.0602686
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 0.13501500000000002 -0.022174999999999997 0.13082500000000002 0.40124500000000002 0.089885000000000007 0.077845000000000011 0.14838000000000004 0.062655000000000016 1.0000000180025095e-35 0.091195000000000012 0.080930000000000016 0.084525000000000003 -0.14186499999999996 -0.10831999999999999 0.27252000000000004 0.030370000000000005 -0.41942499999999994 -0.06563999999999999 0.13751500000000003 0.083705000000000016 0.10728500000000002 1.0000000180025095e-35 -0.08231999999999999 0.091220000000000009 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 22 11 9 12 -5 13 14 -4 27 17 -17 26 -19 20 -20 -13 25 -7 -22 -3 -11 -1 29 -29
right_child=1 2 7 10 -6 23 -8 -9 -10 15 -12 21 -14 -15 -16 16 -18 18 19 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00063933431993555328 0.00059747943802289426 0.0006714584475791261 0.00019893760296843429 0.00055824814505186409 0.00030227115276665637 0.00033391140138942777 0.00031930327236912091 0.00038210672154138182 0.00036877030350748768 0.00054478377249895355 0.00034578549764303023 0.00017761730577264766 0.00072699612945605454 0.00035732834793481173 0.00056949301369640969 0.0005950662517445344 0.00034350497306136945 0.00046307835408358598 0.00057536060461928467 0.0005312344347763974 0.00070441081897328658 5.4337148756250331e-05 0.00046994831148945189 0.00048523041377075357 0.00059316124726484546 0.00053702598595930856 0.00066091093236746873 0.00052645987901492276 0.00054343329306612623 0.00061951077640843796
leaf_weight=437 71 23 131 28 201 27 45 37 24 22 69 31 59 25 220 32 22 32 485 131 42 53 26 21 45 30 72 28 47 605
leaf_count=437 71 23 131 28 201 27 45 37 24 22 69 31 59 25 220 32 22 32 485 131 42 53 26 21 45 30 72 28 47 605
internal_value=0 0.000325167 0.00029305 0.000586646 0.00036584 0.000594054 0.000468884 0.000207646 0.000598096 0.000600511 0.000407115 0.00018075 0.000617949 0.000224321 0.000613137 0.000572942 0.000492578 0.000578177 0.000571072 0.000575987 0.000586237 9.98334e-05 0.000554088 0.000400113 0.000646868 0.000595365 0.000633732 0.000621733 0.000610421 0.000615395
internal_weight=0 673 602 2448 325 2351 124 277 2303 2279 97 240 1396 156 1337 883 54 829 735 703 572 84 79 48 87 53 94 1117 680 633
internal_count=3121 673 602 2448 325 2351 124 277 2303 2279 97 240 1396 156 1337 883 54 829 735 703 572 84 79 48 87 53 94 1117 680 633
is_linear=0
shrinkage=0.00196078


Tree=8168
num_leaves=31
num_cat=0
split_feature=1 3 4 48 0 16 123 51 43 15 130 4 13 14 13 2 13 1213 4 403 12 3 4 48 124 15 12 16 133 13
split_gain=0.176896 0.0446933 0.0387492 0.0466232 0.0281369 0.0393541 0.0267203 0.0350946 0.026335 0.0289549 0.0256118 0.023993 0.022465 0.0210658 0.0222078 0.027082 0.0242895 0.0303488 0.0295733 0.0261899 0.0279937 0.0207302 0.0268227 0.034116 0.0215612 0.0202674 0.0261557 0.0199793 0.0197594 0.0209751
threshold=0.10293500000000001 0.31299000000000005 -0.050494999999999991 0.14823500000000003 -0.070499999999999993 0.15273500000000004 0.08128500000000001 0.11917000000000001 -0.23714499999999997 -0.0088349999999999974 -0.076894999999999977 0.40124500000000002 -0.0069799999999999992 0.062655000000000016 0.038215000000000006 0.12043500000000001 0.073000000000000023 -0.060974999999999994 -0.079329999999999984 0.092070000000000013 0.09141500000000001 0.090900000000000009 -0.059649999999999988 0.083985000000000018 -0.086944999999999981 0.090455000000000021 0.086095000000000019 0.0065250000000000004 0.089980000000000018 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 6 -2 -6 7 8 -4 10 -10 13 -8 14 21 16 17 -16 -19 20 27 24 -23 -24 -1 26 -15 -18 29 -12
right_child=1 -3 3 -5 5 -7 12 -9 9 -11 28 -13 -14 25 15 -17 19 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017834911445813329 0.0075266043115074614 0.00041971881975136376 0.0058550802276427436 -0.0025443280953913929 0.0004859088869610181 0.0048645491519262304 0.001877882432051626 0.0059018324129283435 -0.00035264501941408249 -0.00052227739352295459 0.0063362266184049084 0.00071687639230565928 -0.0012154051451943816 0.0088189268837971929 0.005173490340398117 7.2201687054565322e-05 -6.9089469917375468e-05 -0.0021858387848451024 0.0025125992655867357 0.0068029909860342743 0.0045302504946117877 0.0041778658420616203 -0.0021305928751826288 0.0031343145703431221 0.0042216562461482379 0.0037956354323174118 0.0042463851944458762 0.0040393195429351183 0.00010585061906815762 0.0029315945012556195
leaf_weight=37 21 115 22 20 30 65 108 34 26 33 20 22 30 29 22 26 29 21 37 30 99 63 20 32 1838 38 22 20 22 190
leaf_count=37 21 115 22 20 30 65 108 34 26 33 20 22 30 29 22 26 29 21 37 30 99 63 20 32 1838 38 22 20 22 190
internal_value=0 0.00223055 0.00256589 0.0021873 0.00421407 0.00348182 0.00238242 0.00285051 0.00251905 0.00226685 0.00262359 0.00400402 0.00120543 0.00403462 0.00397555 0.00314833 0.00345832 0.002011 0.000811441 0.00410881 0.00356269 0.00409361 0.00279036 0.00110935 0.00417354 0.00554386 0.00684646 0.00160781 0.00295714 0.00325585
internal_weight=0 736 621 505 116 95 485 347 313 291 258 2385 138 2363 2274 284 258 80 58 178 148 1990 115 52 1875 89 51 49 232 210
internal_count=3121 736 621 505 116 95 485 347 313 291 258 2385 138 2363 2274 284 258 80 58 178 148 1990 115 52 1875 89 51 49 232 210
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=31
num_cat=0
split_feature=4 2 149 3 10 1 1213 12 2 2 9 147 96 48 0 3 3 4 12 0 151 16 1429 456 49 0 457 1375 15 1374
split_gain=0.145518 0.0476121 0.0472309 0.0409022 0.03226 0.0269197 0.042627 0.0346596 0.0313512 0.0406152 0.0302931 0.0240407 0.0192301 0.0187044 0.0317687 0.0292651 0.0366136 0.0334327 0.0334288 0.0181995 0.0175252 0.0382086 0.0196347 0.0379417 0.0192637 0.0270845 0.0202927 0.0190375 0.0212354 0.0198036
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 0.20828500000000003 -0.079859999999999987 0.089625000000000024 0.0036000000000000003 -0.010834999999999999 -0.0091949999999999983 0.096540000000000015 -0.08477999999999998 1.0000000180025095e-35 0.086110000000000006 0.090720000000000009 -0.057069999999999989 -0.13927999999999999 -0.12018999999999998 -0.15464999999999998 0.085885000000000017 -0.095504999999999993 -0.085164999999999977 -0.011734999999999997 0.083985000000000018 0.041000000000000002 0.10463500000000002 -0.080499999999999988 -0.0056599999999999992 0.086520000000000014 -0.0092699999999999987 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 13 7 8 10 -10 -7 -9 -6 15 19 17 -17 18 -1 -15 21 -18 23 -23 26 -26 27 28 29 -22
right_child=2 -3 -4 -5 12 6 -8 11 9 -11 -12 -13 -14 14 -16 16 20 -19 -20 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010633980100974442 -0.0017258798087520216 -0.00030503313014791774 0.0052524287236987485 0.0010376756083076964 0.0015663324733361393 0.0021918705161494603 -0.001177039406383815 0.003719731501480437 0.0056864645660800097 0.001319414431743912 -0.0025483986631465649 0.0010135874019137449 -0.0016493616797379218 0.0053638690808678379 -0.0006641021927150533 0.00024678702265473789 0.0076157593266352229 0.0040440861343995493 0.0049851484194567263 0.0027589040597176362 -0.0020389952763382878 0.0021168705212466165 0.0012243560663509098 0.0071490250588882899 0.00052117188691248211 0.0035949466942246399 0.0039505409699827649 0.0046789577786022661 0.0039021283532391588 0.0023578321770764891
leaf_weight=20 39 33 28 65 265 28 23 529 34 57 26 35 20 34 23 29 38 64 22 127 21 29 22 31 43 86 1281 26 23 20
leaf_count=20 39 33 28 65 265 28 23 529 34 57 26 35 20 34 23 29 38 64 22 127 21 29 22 31 43 86 1281 26 23 20
internal_value=0 0.00347067 0.00131207 0.00351621 0.000971548 0.00357653 0.00305984 0.00319728 0.00181835 0.00295106 -9.04813e-05 0.0035518 0.00134067 0.00377159 0.00281238 0.00387216 0.00376862 0.00548278 0.00767507 0.00330902 0.00383167 0.00499453 0.00377982 0.00471682 0.00373864 0.00257036 0.00384856 0.00239711 0.0014701 0.000105799
internal_weight=0 2769 352 2736 324 2671 732 709 145 91 54 564 285 1939 184 1755 1649 106 42 161 1620 120 82 60 1500 129 1371 90 64 41
internal_count=3121 2769 352 2736 324 2671 732 709 145 91 54 564 285 1939 184 1755 1649 106 42 161 1620 120 82 60 1500 129 1371 90 64 41
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 483 16 44 9 483 4 0 15 49 48 4 2 475 52 151 15 4 160 13 16 49 48 49 4 4 41
split_gain=0.118819 0.0360269 0.0337232 0.034975 0.0244103 0.0202865 0.0200305 0.0192878 0.0239312 0.0233504 0.0359246 0.0310352 0.0212489 0.0206795 0.024427 0.0181051 0.0180414 0.0263656 0.031844 0.0278887 0.0265457 0.0367187 0.0623381 0.0318131 0.019182 0.0172484 0.0171511 0.0152436 0.0200373 0.0173141
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 -0.070084999999999981 0.15273500000000004 1.0000000180025095e-35 0.099965000000000012 0.098395000000000024 0.50500500000000004 -0.10324499999999999 -0.43375999999999998 0.14321000000000003 0.088005000000000014 -0.062539999999999984 -0.080614999999999978 -0.081364999999999979 -0.089199999999999988 0.050660000000000004 1.0000000180025095e-35 -0.0047449999999999992 -1.0000000180025095e-35 -0.0013449999999999996 -0.021269999999999997 0.10858500000000001 0.083685000000000009 -0.0060549999999999988 0.053180000000000012 0.056795000000000005 0.085095000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 16 8 9 12 -11 -12 13 -2 -15 -3 -6 25 19 20 21 -19 -23 24 26 -18 -22 29 -29 -17
right_child=7 15 -4 4 5 -7 -8 -9 -10 10 11 -13 -14 14 -16 27 17 18 -20 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012470461671119152 0.0032906920540302638 0.0057037925122365839 -0.0014178305568004197 0.0057862051157280808 -3.5701360819595199e-05 0.0039520525420084591 0.0051076870363128066 -0.0012123608356887417 0.0047121522913221268 0.0032872245721518993 0.00039606211566418979 -0.003673024850010326 -0.0007358839166247183 0.0036327746541549768 -0.00059750242312591774 0.0034053196378588712 0.0022262212375856261 0.0040528841803527697 -0.0013619129008685168 0.0058010626584291463 0.0012984027207130567 0.001485726535264846 -0.0052974452730268247 0.0059295191465375515 -0.00073923938791267576 0.0058635721623431893 0.0035410669181330859 -0.00025421577789213348 0.0028306822851206733 0.00075612517306581143
leaf_weight=23 88 31 22 25 35 90 24 32 20 25 53 29 27 21 39 1870 22 22 26 21 60 42 20 26 20 32 79 23 249 25
leaf_count=23 88 31 22 25 35 90 24 32 20 25 53 29 27 21 39 1870 22 22 26 21 60 42 20 26 20 32 79 23 249 25
internal_value=0 0.0031181 0.00242355 0.0025726 0.00273409 0.00258707 0.00230071 0.00112215 0.00136952 0.00113245 -3.12693e-05 -0.00104301 0.00184399 0.00231464 0.000883095 0.00330421 0.00213437 0.00233965 0.00199069 0.00229127 0.00201727 0.000543036 -0.000702393 0.00268665 0.00215638 0.00438169 0.00257301 0.00326989 0.00256983 0.00337037
internal_weight=0 2787 589 567 544 519 429 334 302 282 107 82 175 148 60 2198 405 370 316 290 269 84 62 185 159 54 139 2167 272 1895
internal_count=3121 2787 589 567 544 519 429 334 302 282 107 82 175 148 60 2198 405 370 316 290 269 84 62 185 159 54 139 2167 272 1895
is_linear=0
shrinkage=0.1


Tree=8171
num_leaves=31
num_cat=0
split_feature=4 3 9 160 2 14 4 0 3 0 15 160 1446 1447 129 402 42 149 480 49 1 2 16 0 13 13 2 1212 157 11
split_gain=0.0988791 0.0357471 0.0302558 0.0299586 0.0281072 0.025051 0.0210546 0.0250914 0.0337092 0.024692 0.021522 0.0214333 0.0212491 0.0263923 0.0209709 0.0279703 0.0329528 0.020706 0.0204931 0.0194728 0.0285515 0.0221783 0.0194135 0.0260484 0.0202441 0.0252671 0.0211537 0.0262992 0.0203017 0.0281517
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.25063000000000007 -0.23960999999999996 -0.082249999999999976 -0.036484999999999997 0.11296500000000002 -0.087084999999999982 0.013270000000000002 -0.54913999999999985 0.091180000000000011 -0.085684999999999997 0.080675000000000011 0.10645 0.088465000000000002 0.091325000000000003 -0.095389999999999989 -0.0060549999999999988 0.095950000000000021 0.10672500000000001 -0.091354999999999978 -0.086284999999999987 -0.085669999999999982 -0.077799999999999994 0.084055000000000005 0.089785000000000018 -0.051074999999999988 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 17 -4 9 8 11 14 -9 -8 13 -11 15 16 -7 19 -13 21 -21 -2 -15 -24 -25 -26 -27 28 -28 -30
right_child=4 -3 5 -5 -6 6 7 10 -10 12 -12 18 -14 22 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.0018008871662594308 -0.002750443441444077 0.00064364174597781817 0.0063719015706391524 0.0033054858061950655 -0.0021906435412044328 0.0049140653711096469 0.0051615901032420926 -0.0011107015412210699 -0.00078378749939684688 0.0067001831850835268 0.0030355166289068405 -0.00039128552423790103 0.00018360087803254526 0.005865757262411838 0.0019970351752514643 0.0019438206835184248 0.0095267654946794567 0.0043161976235834036 0.0028279896192856722 0.0040570101755867272 0.0011093830903695029 0.0010846228099820254 -0.00041044563986361029 0.00049630601507877673 0.0064247275096325513 0.0044876250291200374 0.0047756639904003931 0.00010259815984789063 0.0030288334167631425 -0.00027585001883161222
leaf_weight=27 25 73 21 20 24 59 39 31 26 21 21 20 24 24 24 20 21 22 1749 38 243 38 22 28 24 87 55 34 232 29
leaf_count=27 25 73 21 20 24 59 39 31 26 21 21 20 24 24 24 20 21 22 1749 38 243 38 22 28 24 87 55 34 232 29
internal_value=0 0.00282675 0.00288671 0.000372038 0.00112457 0.00293197 0.00290408 0.00272989 0.0027913 0.00337075 0.000563733 0.00284272 0.00309692 0.00322267 0.00465159 0.00528868 0.0061249 0.00134196 0.00279159 0.00115175 0.00150799 -0.000437229 0.00308617 0.00295562 0.00310706 0.00326563 0.00309213 0.00274526 0.00302959 0.00266165
internal_weight=0 2731 2658 47 390 2611 2590 1886 1834 704 52 1808 580 556 124 100 80 366 1769 344 281 63 535 511 489 461 437 350 316 261
internal_count=3121 2731 2658 47 390 2611 2590 1886 1834 704 52 1808 580 556 124 100 80 366 1769 344 281 63 535 511 489 461 437 350 316 261
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=31
num_cat=0
split_feature=1 48 1 400 149 44 1456 1213 457 403 456 13 457 1185 133 133 403 402 403 402 52 133 4 15 52 11 1429 484 12 3
split_gain=0.080463 0.0257757 0.0282361 0.0410346 0.0293761 0.0272593 0.03264 0.0217725 0.0182913 0.0189671 0.0170857 0.0193614 0.0198126 0.015834 0.016222 0.0262679 0.0388755 0.0241057 0.0300536 0.0223077 0.0233681 0.0209942 0.0307231 0.0297364 0.0515969 0.0402572 0.0320651 0.0392973 0.0248665 0.0245142
threshold=0.12000500000000001 -0.22597999999999999 0.089625000000000024 -0.080934999999999993 0.08618000000000002 0.083555000000000018 -0.082809999999999981 -0.077179999999999985 0.10613500000000002 0.022375000000000003 0.089295000000000013 -0.16152999999999998 -0.06290999999999998 0.089300000000000004 0.11524500000000001 0.12330000000000001 -0.5492149999999999 -0.088779999999999984 -0.53101999999999994 -0.43418999999999991 0.089575000000000016 0.082925000000000013 -0.064804999999999988 0.040760000000000005 0.4002400000000001 0.077290000000000011 0.084690000000000015 0.073690000000000019 0.085785000000000014 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -4 5 6 -5 -8 9 10 11 -9 -13 14 21 -16 -17 19 -19 -18 -21 23 28 24 26 -25 -3 -28 -23 -24
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 12 -14 -15 15 16 17 18 -20 20 -22 22 29 25 -26 -27 27 -29 -30 -31
leaf_value=0.0061054776585660877 0.00088592437876144979 0.0025094622763572262 -0.0024644178361631929 0.0056759493183344608 -0.001662570700136712 0.0058629492577165366 0.0048435439400446529 8.1534456545248244e-05 -0.00047820453652210781 -0.00041021328333074291 -0.00016847638818886013 0.004930994875632741 0.0022486838171805038 0.0047307960352076127 -0.00078679929532471209 0.0058084608732315249 0.0016560228171823713 -0.0026831595716066657 0.0015981252131226299 0.002549528605595697 0.0071777875145198778 0.0071492203591125352 0.0027475244904360562 0.0028678223779776842 -0.0018866376514779404 0.0071324011422921503 0.0030715386103838684 -0.0028244756609917838 0.0034548281986070311 0.0052670070140752511
leaf_weight=20 334 455 20 25 20 20 26 39 31 31 31 29 546 38 31 28 57 20 91 24 20 35 379 589 32 23 20 26 38 43
leaf_count=20 334 455 20 25 20 20 26 39 31 31 31 29 546 38 31 28 57 20 91 24 20 35 379 589 32 23 20 26 38 43
internal_value=0 0.00252842 0.00250256 0.00200947 0.0021216 0.00221888 0.00212273 0.00200154 0.00189702 0.00200595 0.00212207 0.00223772 0.00238397 0.00270951 0.00266932 0.00195258 0.00230642 0.00184389 0.000826723 0.00296176 0.00465328 0.00278776 0.00333192 0.00255251 0.00200643 0.00302809 0.00225509 -0.000260991 0.00522611 0.00300425
internal_weight=0 2787 2767 818 798 778 758 733 707 676 645 614 575 1949 1911 271 240 212 111 101 44 1640 495 1145 533 612 501 46 73 422
internal_count=3121 2787 2767 818 798 778 758 733 707 676 645 614 575 1949 1911 271 240 212 111 101 44 1640 495 1145 533 612 501 46 73 422
is_linear=0
shrinkage=0.1


Tree=8173
num_leaves=31
num_cat=0
split_feature=4 2 123 121 3 12 10 124 16 12 2 48 16 2 0 457 12 52 133 0 43 42 128 4 4 15 12 15 16 149
split_gain=0.0683981 0.0273344 0.0253923 0.0296714 0.0222043 0.0205498 0.0269692 0.0225872 0.0177526 0.0267148 0.0248861 0.023631 0.045869 0.0250781 0.0214479 0.0208857 0.0200628 0.0274487 0.0203393 0.0318812 0.0268606 0.018663 0.0266297 0.0188371 0.0227489 0.0471652 0.0181217 0.0174914 0.0172864 0.0321752
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 -0.052794999999999988 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 -0.085409999999999986 -0.11118499999999999 -1.0000000180025095e-35 -0.090999999999999984 0.083685000000000009 0.15273500000000004 0.096540000000000015 -0.071924999999999989 0.29113500000000009 0.080890000000000017 -1.0000000180025095e-35 -0.14169499999999999 -0.097024999999999986 -1.0000000180025095e-35 -0.12099999999999998 0.11170500000000001 0.033845000000000007 0.065520000000000009 -0.064294999999999977 0.087215000000000015 -0.087679999999999994 -0.42170999999999997 0.07770500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7 -8 16 10 -10 12 14 -13 -12 21 -5 -18 -19 26 27 -11 23 -23 25 -25 -20 -21 29 -9
right_child=4 -3 -4 8 -6 6 7 28 9 15 11 13 -14 -15 -16 -17 17 18 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0061943826079368589 0.0030318613571580499 -0.000566322303899197 -0.0010541884757747704 0.0044262951093678102 -0.0023668585624545815 -0.0024524504488605699 -0.0022153988404897975 0.0013605315548935227 -0.0018577309390529991 0.0037092475941983248 0.00021834379716390939 0.004399975022256729 0.0039773152585522364 0.0010023420778775796 -0.0040383861368172803 -0.00033334997675285257 0.0050321141625509457 0.0040435370002385408 -0.0024906463455408815 0.0026464226067348918 0.00042422442972936012 0.0024378454623235125 -0.00031915921285154153 0.0015789222992478045 0.0030352084657197147 -0.0037115843956020073 0.0010244178814305502 0.0063682318795421772 0.00026405771150336403 0.0054539286796088243
leaf_weight=20 46 33 22 78 20 24 20 151 25 99 29 42 22 45 20 29 38 42 20 28 27 1855 38 72 47 22 55 23 107 22
leaf_count=20 46 33 22 78 20 24 20 151 25 99 29 42 22 45 20 29 38 42 20 28 27 1855 38 72 47 22 55 23 107 22
internal_value=0 0.00229428 0.00232927 0.00235709 0.000878571 0.001054 0.000773192 0.00103124 0.00232819 0.00223404 0.00107391 0.00153778 0.000184017 0.00264258 -0.0015191 0.00233224 0.00303811 0.0025734 0.00209427 0.00155917 0.00297466 0.00236848 0.00230322 0.00235315 0.00123888 0.000340719 8.70674e-05 0.00432489 0.00126315 0.00188108
internal_weight=0 2731 2698 2676 390 370 324 300 2656 2345 183 158 71 87 49 2162 311 233 195 153 78 2133 2034 1996 141 94 75 51 280 173
internal_count=3121 2731 2698 2676 390 370 324 300 2656 2345 183 158 71 87 49 2162 311 233 195 153 78 2133 2034 1996 141 94 75 51 280 173
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=31
num_cat=0
split_feature=4 2 123 121 52 159 10 2 3 3 12 4 12 1 3 0 40 16 2 402 400 4 43 160 160 483 1456 158 1212 1374
split_gain=0.0554024 0.0221409 0.0205677 0.0240338 0.0193551 0.0200037 0.0179279 0.0286522 0.0326437 0.0179174 0.019467 0.0175153 0.0191103 0.0169277 0.0199117 0.0262754 0.0211233 0.0157962 0.0175827 0.0255432 0.0367557 0.0356192 0.0270364 0.0161686 0.0206938 0.0174477 0.0205996 0.0214036 0.0264819 0.0174789
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 -0.052794999999999988 0.039215000000000007 0.10620500000000001 -0.084119999999999986 -0.0091949999999999983 -0.014944999999999998 0.42240500000000009 -0.10022999999999999 0.51608000000000009 -0.083994999999999986 0.10124500000000002 -0.13309499999999996 -0.13843999999999998 -0.024094999999999995 -0.44310499999999992 0.092365000000000017 0.095250000000000015 -0.070649999999999991 -0.064054999999999987 -0.45785999999999999 0.51752500000000012 0.11281500000000001 -0.095084999999999989 -0.16480999999999998 0.07968500000000002 0.087295000000000011 0.088460000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 -5 8 -8 10 -2 12 -12 -14 -15 -16 -17 -9 23 20 -20 -21 -22 24 25 -19 -27 29 -29 -28
right_child=4 -3 -4 6 5 -7 7 17 -10 -11 11 -13 13 14 15 16 -18 18 19 21 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0055749443313106899 0.0033620849291606729 -0.00050969014833257965 -0.00094876962559117773 0.0048751663204039571 0.0027619791856051067 -0.00020168029877822848 0.0020081856166416401 0.0034750404934692641 -0.0022769130508095261 -0.0023272055504924578 -0.0029267698037438099 0.0028134657237678766 -0.0024255282888771038 0.0022125184101010249 0.0015149734616880899 0.00046520784141778552 -0.0032957857567453177 0.0049802120629465207 -0.0025597088133162333 0.0070337935284312293 -0.0017755475612251427 0.0018243356375023724 0.0017807676881707478 0.0050306880375414736 0.00031347339660256967 -0.00010087872073604053 0.0021719012965915252 0.0028769855669496594 0.006784253302876922 0.005079050684400413
leaf_weight=20 23 33 22 23 79 32 40 84 32 23 20 25 20 55 53 28 32 24 21 21 22 35 755 21 54 36 1363 82 22 21
leaf_count=20 23 33 22 23 79 32 40 84 32 23 20 25 20 55 53 28 32 24 21 21 22 35 755 21 54 36 1363 82 22 21
internal_value=0 0.00206486 0.00209635 0.00212138 0.000790714 0.00190759 0.00209538 0.00207109 0.000103697 0.000346364 0.000586568 0.00031259 1.20039e-05 0.000324639 0.00065204 -0.000107484 -0.00154066 0.0021264 0.00208067 0.00171338 0.0015685 0.00377788 0.00168007 0.00227393 0.0022378 0.00230492 0.00226279 0.00231998 0.00370352 0.00221601
internal_weight=0 2731 2698 2676 390 111 2656 2633 72 279 256 233 208 188 168 113 60 2561 2477 854 798 56 777 1623 1602 1548 1524 1488 104 1384
internal_count=3121 2731 2698 2676 390 111 2656 2633 72 279 256 233 208 188 168 113 60 2561 2477 854 798 56 777 1623 1602 1548 1524 1488 104 1384
is_linear=0
shrinkage=0.1


Tree=8175
num_leaves=31
num_cat=0
split_feature=96 3 132 48 48 4 12 40 1 133 150 147 0 0 133 13 159 43 12 0 12 50 392 33 2 3 48 1212 43 42
split_gain=0.0521828 0.039681 0.0373773 0.027148 0.0251181 0.0244481 0.0252253 0.0348094 0.0211128 0.0210006 0.0231876 0.0396281 0.036206 0.0242149 0.0229484 0.0292772 0.0268683 0.0198977 0.027964 0.0209998 0.0230836 0.0197167 0.0172882 0.0171761 0.0183757 0.0192438 0.0151391 0.0158421 0.0391514 0.0461543
threshold=0.090365000000000015 0.31299000000000005 0.10613500000000002 0.14174500000000004 -0.22597999999999999 0.042705000000000007 -0.10022999999999999 0.051255000000000002 0.14754500000000001 -0.14643999999999999 0.12083000000000001 1.0000000180025095e-35 -0.18901999999999997 -0.15202999999999997 -1.0000000180025095e-35 -0.11122999999999998 0.083335000000000006 -0.036954999999999995 0.10589000000000003 -0.057069999999999989 0.097145000000000023 -0.23848499999999997 0.091685000000000003 0.082285000000000011 -1.0000000180025095e-35 -0.014944999999999998 0.11376500000000002 -0.040879999999999993 0.0041500000000000009 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 21 -7 9 -3 -8 11 12 -11 -14 16 -16 -15 19 -19 20 -17 -6 23 24 25 -23 27 28 29 -26
right_child=-2 2 -4 -5 5 6 7 -9 -10 10 -12 -13 13 14 15 17 -18 18 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0052221309541809289 -0.0032529960852116348 -0.00017704996919039534 0.0035316164767288647 -0.00064661930664442488 0.0047794911889359358 0.0038682925263452089 0.003080467444102643 -0.0027610735220316039 -0.0038497481014928784 0.0044738768905987067 0.0035459656139007877 -0.0021863626453379865 -0.0019635228926846242 -0.0020838223896219479 -0.0019641727486605703 0.0013731652740481626 0.0017782530210341417 0.0045729743829947345 0.00065510527648288629 0.0032154672776555852 -0.001355860283663974 0.0016022312612382367 0.00468301104442419 0.0047073780939998955 0.0025780244951636722 -0.0021934429395266556 0.0040394013720181062 0.0018294391164895567 0.00064280962937378469 0.0069002362447125572
leaf_weight=22 21 72 23 44 25 36 59 22 20 31 36 38 27 43 23 151 31 49 29 45 39 34 23 22 84 22 34 1925 56 35
leaf_count=22 21 72 23 44 25 36 59 22 20 31 36 38 27 43 23 151 31 49 29 45 39 34 23 22 84 22 34 1925 56 35
internal_value=0 0.00174873 -7.40468e-05 0.00181895 0.00185584 0.00183047 0.00129453 0.00114581 -0.000975463 0.00128882 0.00109379 0.000919324 0.0011715 0.00093723 0.00112826 0.00147935 -0.000465926 0.00173239 0.00311633 0.00127304 0.000812997 0.00198675 0.00195551 0.00192715 0.00189922 0.000111074 0.00194614 0.00191225 0.0028232 0.00384926
internal_weight=0 3100 115 2985 2941 2919 659 623 92 601 542 506 468 437 410 336 74 313 78 235 190 2260 2235 2212 2190 56 2134 2100 175 119
internal_count=3121 3100 115 2985 2941 2919 659 623 92 601 542 506 468 437 410 336 74 313 78 235 190 2260 2235 2212 2190 56 2134 2100 175 119
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=31
num_cat=0
split_feature=96 2 0 39 15 16 4 455 12 1 15 48 1446 1348 15 33 482 11 16 160 1446 159 4 52 52 0 1420 392 11 0
split_gain=0.042268 0.0321652 0.0412624 0.0286572 0.0270267 0.0371828 0.0468435 0.0252293 0.0243129 0.0291774 0.0240361 0.0416709 0.0308555 0.0251586 0.0245838 0.0235861 0.0229934 0.0224444 0.0208359 0.022036 0.0205642 0.026865 0.0211797 0.0183385 0.0175894 0.0243756 0.0167353 0.017442 0.0182468 0.0261164
threshold=0.090365000000000015 0.12043500000000001 0.062580000000000011 -0.020804999999999994 -0.41942499999999994 -0.4714549999999999 0.50644500000000015 0.093105000000000007 -0.26532499999999998 0.10752500000000002 -0.13578499999999996 0.088735000000000022 0.082445000000000004 0.090205000000000021 -0.084564999999999987 0.083840000000000012 0.090355000000000005 0.077695000000000014 -0.052894999999999991 0.085330000000000003 0.088500000000000009 -0.017094999999999996 -0.0078799999999999981 1.0000000180025095e-35 -0.067494999999999986 -0.11756999999999999 -0.0018599999999999999 0.091685000000000003 0.097680000000000017 0.16094000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 10 -5 23 17 13 14 15 24 20 -11 -6 -16 -20 26 22 -22 -10 -13 -26 -12 28 29 -28
right_child=-2 2 -4 8 7 6 -8 -9 9 16 11 12 -14 -15 18 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0024359758367535431 -0.0029276965741744446 -0.0024518959755685348 -0.0035225643913938919 0.0042636238116150107 0.0023808761549816452 -0.0053713663813791113 0.00067027327675146591 0.005198970847829644 0.0037012513924399209 -9.2654273777787412e-05 0.0031173763046535899 0.00094539056818965554 -0.0033854069001972675 -0.0015200289735651535 0.0042176437434843844 0.0050624327014454386 0.003269422469336702 0.0055987519205082208 0.0019912527647408611 -0.0018667247402481735 0.0055470803445628429 0.00068428537269731114 0.0022764805523264741 0.00058538946245486538 -0.0043600954429712149 -5.9237380305098171e-06 0.0016051309703673862 0.0044420516983419396 -0.0011297952673582283 0.0050703692398118699
leaf_weight=37 21 23 22 24 163 21 33 21 51 176 80 56 20 23 27 22 23 25 57 20 44 33 36 30 20 36 1909 22 24 22
leaf_count=37 21 23 22 24 163 21 33 21 51 176 80 56 20 23 27 22 23 25 57 20 44 33 36 30 20 36 1909 22 24 22
internal_value=0 0.00157386 0.00066949 0.000951524 0.00168859 -6.02824e-06 -0.00167925 0.00174656 0.00120902 0.000947197 0.00171909 0.00163551 0.000372296 0.0017701 0.000720231 0.00180462 0.000295927 0.00280879 0.00182734 0.000989181 0.00177159 0.00308501 0.00407531 0.00254723 -0.000307797 -0.00156099 0.00169944 0.00164206 0.00161055 0.00164461
internal_weight=0 3100 349 327 2751 91 54 2660 304 280 2639 2451 236 2215 216 2192 199 188 104 77 2170 113 80 81 112 56 2057 1977 1955 1931
internal_count=3121 3100 349 327 2751 91 54 2660 304 280 2639 2451 236 2215 216 2192 199 188 104 77 2170 113 80 81 112 56 2057 1977 1955 1931
is_linear=0
shrinkage=0.1


Tree=8177
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 16 147 2 47 16 10 13 39 1 2 131 14 133 16 49 1 159 52 52 42
split_gain=5.52539 0.956327 0.510407 0.476768 0.374661 0.314193 0.161623 0.147405 0.141542 0.141468 0.103376 0.0963272 0.0843947 0.0835834 0.101131 0.072076 0.0692445 0.0710722 0.0668544 0.0665828 0.0585969 0.0566453 0.0634109 0.0716122 0.0734155 0.0650444 0.0534337 0.060812 0.084012 0.0613771
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.52595999999999987 0.089365000000000014 0.17025000000000004 0.090100000000000013 -0.105305 -0.38124499999999995 -0.016469999999999995 0.095830000000000012 0.089625000000000024 0.086000000000000007 0.09031500000000002 -0.46166999999999997 0.089405000000000012 -0.0094449999999999968 -0.0020949999999999996 0.11551000000000002 0.030370000000000005 -0.56176499999999996 0.086450000000000013 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 13 7 -6 11 -5 10 -7 18 16 21 -15 -14 -4 -18 -1 -20 -2 -3 23 25 -25 -23 27 -12 29 -29
right_child=1 2 12 8 6 9 -8 -9 -10 -11 26 -13 15 14 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00046633199183754043 0.00049221539216227125 0.00027810345329627023 0.00011780462726388105 0.00041035982896171015 0.00039259996946164544 0.0002832178998630699 0.00023985679234228671 0.00055014804120407713 0.00025337807929222731 0.00029889019700555586 0.00049249524076130393 0.00035342221157719391 0.00011998689667327408 0.00022240850560333394 0.00039118281335167297 -3.3019343231275097e-05 0.00028459329945126584 0.00012986172694125041 0.00044178297341356779 0.00032469134161467941 0.00037555726369222007 0.00026413089426640854 0.00010483668277076646 0.00020989651569849809 7.3390279001879502e-05 0.00017029624507145668 0.00046920975823788784 0.0003545040017767754 0.00043911076061450659 0.00041857781186073765
leaf_weight=1344 49 31 77 34 84 21 39 70 63 41 36 33 29 39 21 20 25 21 281 20 25 77 30 33 28 45 83 127 190 105
leaf_count=1344 49 31 77 34 84 21 39 70 63 41 36 33 29 39 21 20 25 21 281 20 25 77 30 33 28 45 83 127 190 105
internal_value=0 0.000242512 0.000216532 0.000443118 0.000252859 0.000448676 0.000344169 0.00046199 0.000308403 0.000410083 0.000418195 0.000458312 0.00012635 0.000215914 0.00028148 5.75354e-05 0.000153763 0.000213955 0.000460416 0.000434003 0.000452804 0.000199792 0.000188394 0.000202092 0.000147238 0.00022952 0.000423434 0.000415139 0.00040854 0.000383503
internal_weight=0 673 599 2448 427 2351 123 1748 97 603 562 1678 172 304 60 49 123 46 1645 301 74 244 213 183 61 122 541 458 422 232
internal_count=3121 673 599 2448 427 2351 123 1748 97 603 562 1678 172 304 60 49 123 46 1645 301 74 244 213 183 61 122 541 458 422 232
is_linear=0
shrinkage=0.00196078


Tree=8178
num_leaves=31
num_cat=0
split_feature=3 9 13 47 44 48 146 147 48 0 447 15 14 52 124 0 376 15 16 157 447 52 399 11 484 52 151 0 16 16
split_gain=0.0445014 0.0333303 0.0247175 0.0235397 0.0205288 0.0221963 0.020949 0.0300048 0.0218363 0.0207343 0.0256493 0.0181936 0.028371 0.0174485 0.0172799 0.0174786 0.0163351 0.0151568 0.0199295 0.0146841 0.0141219 0.0137613 0.0359015 0.0340425 0.031498 0.0292195 0.0554378 0.0270908 0.0267811 0.026628
threshold=0.31299000000000005 -1.0000000180025095e-35 -0.0093149999999999986 0.14174500000000004 0.081805000000000017 0.15068000000000001 0.085195000000000007 0.087210000000000024 -0.0046349999999999994 -0.098289999999999975 0.090460000000000013 -0.24436499999999997 -0.47013499999999991 0.0060650000000000009 -0.078224999999999989 -0.075684999999999988 0.083705000000000016 -0.079929999999999987 -0.11676499999999999 -0.50331999999999988 0.091515000000000013 -0.016949999999999996 0.083635000000000015 0.086080000000000018 -0.09849999999999999 -0.015069999999999998 -0.15747499999999998 -0.15202999999999997 -0.5224049999999999 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 6 7 8 -3 10 -9 12 -10 17 -14 -16 -1 18 -2 -13 -11 22 29 24 -23 -26 -27 28 -28 -21
right_child=13 3 -4 -5 -6 -7 -8 9 11 20 -12 19 14 -15 15 -17 -18 -19 -20 21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00045744105429750768 0.0022889111106368632 0.004173612301903112 -0.0029659026830695045 -0.0010854421073519108 0.0041597793875739744 -0.0012441370231301889 0.0046471554027111448 -0.0040160674934408497 0.0039893895782449331 0.0025924428178566612 0.00092638875136063213 0.004100611374803608 -0.0023090804453164784 0.001675443638426562 0.0030165726281702523 -5.8039426508451432e-05 0.0029106195230269808 -0.0030798079460510053 -0.0014930822944159829 0.0043675401302919322 -0.00062342862471599474 0.0046289409558307763 -0.0026187210628995671 -0.0012134226369521313 0.0054479190353304147 -0.0028715253964511924 0.001866966402472296 0.0019971033014619904 0.0064192741568798997 0.0015437516043295928
leaf_weight=36 22 42 23 27 39 23 27 21 23 36 21 31 23 36 25 71 24 24 38 35 22 49 20 31 25 23 24 1524 28 728
leaf_count=36 22 42 23 27 39 23 27 21 23 36 21 31 23 36 25 71 24 24 38 35 22 49 20 31 25 23 24 1524 28 728
internal_value=0 0.00179735 -0.00017866 0.00185356 0.00188101 0.00184985 0.001875 0.00184829 0.00191124 0.000147293 -0.00154484 0.00187552 0.00077423 -0.000166504 0.000152812 0.000742641 0.000889783 -0.00095591 -0.000106351 0.00193763 0.00137263 0.00191067 0.00156365 0.00207012 0.00213096 0.00205559 0.00200256 0.00207369 0.00431821 0.00167328
internal_weight=0 3001 83 2918 2891 2852 2829 2802 2702 100 42 2660 142 120 119 96 60 84 60 2518 58 2487 783 1704 1673 1624 1599 1576 52 763
internal_count=3121 3001 83 2918 2891 2852 2829 2802 2702 100 42 2660 142 120 119 96 60 84 60 2518 58 2487 783 1704 1673 1624 1599 1576 52 763
is_linear=0
shrinkage=0.1


Tree=8179
num_leaves=31
num_cat=0
split_feature=3 96 1132 47 48 148 473 1373 1373 151 150 4 3 3 14 159 52 4 1455 403 403 1210 16 128 128 13 16 402 133 16
split_gain=0.0360462 0.02741 0.0187403 0.0181491 0.0169061 0.0180531 0.0164533 0.0157833 0.0323837 0.0222198 0.0181593 0.0168265 0.0254477 0.0280331 0.0207816 0.016814 0.0296619 0.0289809 0.028327 0.0180534 0.05288 0.0335225 0.0196729 0.0286198 0.0309747 0.0226701 0.0226496 0.0223725 0.0474731 0.0315966
threshold=0.31299000000000005 0.087655000000000025 -0.10116499999999999 0.14174500000000004 -0.22597999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.086880000000000013 1.0000000180025095e-35 -0.08317999999999999 -0.15178999999999995 0.40124500000000002 0.12745000000000004 0.10893000000000001 -0.47071999999999997 -0.085489999999999997 0.26746000000000009 -0.050494999999999991 -0.08045999999999999 -0.53255499999999989 -0.53960999999999981 -0.036169999999999994 -0.083134999999999987 0.11170500000000001 0.085955000000000018 -0.0065549999999999992 -0.095094999999999985 -0.085519999999999985 -0.0084449999999999994 -0.087989999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 10 -9 -8 12 13 15 -13 18 19 -18 -12 20 21 -17 25 24 -24 27 -27 28 -21 -29
right_child=-2 -3 3 -5 5 -7 7 9 -10 -11 11 14 -14 -15 -16 16 17 -19 -20 22 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0013314238300413958 -0.00014985377032038135 -0.0016797507475130261 0.0044496272837436252 -0.0011950252990407702 0.0041971090616593409 -0.00073326140146462188 0.0043491020831279452 -0.0026736670314858203 0.0050252087727381753 0.0016904510058728711 -0.0010968401484812299 0.0036480267251714723 0.0037996567160773435 -0.0019755055773116293 0.00038708861621229783 0.0038629076986313412 -0.0027958675685081764 0.0010988167711600131 0.0027252898062467175 0.0011944472701067017 -0.0041044658892566248 -0.00054588283412158487 0.0014679567746692255 -0.0015834822427834674 0.0034396058495964527 0.0023077122302628448 -3.764610663881596e-05 0.0018743610895495758 0.0077049531867184372 0.0039557781420342664
leaf_weight=21 120 25 22 22 26 31 25 20 29 28 21 22 57 21 175 34 29 56 253 21 21 35 1273 29 85 86 79 338 24 93
leaf_count=21 120 25 22 22 26 31 25 20 29 28 21 22 57 21 175 34 29 56 253 21 21 35 1273 29 85 86 79 338 24 93
internal_value=0 0.00161762 0.00164532 0.00166647 0.00168794 0.00166707 0.0016929 0.00167009 0.00170085 -0.000127932 0.00166613 0.00164176 0.00171042 0.00166275 0.000751254 0.00169359 0.00160171 -0.000229958 0.00243235 0.00167522 0.000289324 0.00162656 0.00173672 0.00152499 0.00159137 0.00219487 0.00118478 0.00254501 0.00466672 0.00232348
internal_weight=0 3001 2976 2955 2933 2911 2880 2854 2806 48 2777 2752 2555 2498 197 2477 2203 85 274 2118 90 69 2028 1387 1358 641 165 476 45 431
internal_count=3121 3001 2976 2955 2933 2911 2880 2854 2806 48 2777 2752 2555 2498 197 2477 2203 85 274 2118 90 69 2028 1387 1358 641 165 476 45 431
is_linear=0
shrinkage=0.1


Tree=8180
num_leaves=31
num_cat=0
split_feature=1 52 1 39 2 2 3 14 159 1 0 12 3 15 2 2 34 1 0 43 4 132 4 3 2 2 160 4 4 0
split_gain=10.0748 1.71191 1.09039 0.858442 0.633189 0.562144 0.512855 0.378422 0.307514 0.249479 0.242917 0.244726 0.232806 0.229181 0.22874 0.190053 0.191271 0.161891 0.159532 0.153444 0.137894 0.135409 0.132457 0.129412 0.127168 0.108191 0.106554 0.103366 0.0874998 0.0865652
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.10045500000000002 0.10188000000000001 -0.022174999999999997 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 -0.10607499999999999 0.09141500000000001 0.11658 -0.098289999999999975 0.13501500000000002 0.14753000000000002 -1.0000000180025095e-35 0.085760000000000017 -0.060129999999999996 -0.014584999999999999 0.40945500000000007 0.08764000000000001 -0.52556499999999995 -0.14989499999999997 0.094835000000000017 0.31358000000000003 0.085130000000000011 -0.0083799999999999986 0.033845000000000007 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 -3 10 -4 24 13 22 14 -1 27 16 -10 29 28 -20 -18 25 -12 -24 -5 -17 -19 -7 -13 -15
right_child=1 2 8 9 -6 12 -8 -9 15 -11 11 18 -14 17 -16 21 20 26 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066148951868800555 0.00062638522240776953 0.00059248366702665145 0.000422029448799553 0.00066134862942633286 0.00031954604646701229 0.00061847647903464915 0.00032834022537491376 0.00076789541476701641 0.00013289823666657978 0.00037715616547438936 0.00080211018763946243 0.00062124418515979859 0.00037341978108766031 0.00067384035929160958 0.00042302131030469675 0.00013391518907840635 0.00036855033807806775 0.00031416453404514759 0.0003634500006834666 0.00060633695373932522 0.00022726379103799434 0.00026468318651398138 0.00049548199473350659 0.00065459220469322337 0.00048318594996509516 -3.6721946374860174e-05 0.00050714733527305921 0.00054826943881407231 0.0005220489716996346 0.00050494099239341349
leaf_weight=50 74 79 26 24 202 173 44 83 46 66 23 450 25 20 37 50 44 22 20 20 67 21 20 1134 43 20 22 151 37 28
leaf_count=50 74 79 26 24 202 173 44 83 46 66 23 450 25 20 37 50 44 22 20 20 67 21 20 1134 43 20 22 151 37 28
internal_value=0 0.000345026 0.000310267 0.000615909 0.000387081 0.00062471 0.000497993 0.000638378 0.000219156 0.000462719 0.000632555 0.000639048 0.000556405 0.000554637 0.000569077 0.000197887 0.000239212 0.000496565 0.000603931 0.000484893 0.000283269 0.00012659 0.000654771 0.000651835 0.000547005 8.51617e-05 0.000410656 0.000585757 0.000613708 0.000575316
internal_weight=0 673 599 2448 325 2315 123 1929 274 133 1846 1704 386 142 361 248 157 92 527 40 111 91 1177 1154 67 70 44 324 487 48
internal_count=3121 673 599 2448 325 2315 123 1929 274 133 1846 1704 386 142 361 248 157 92 527 40 111 91 1177 1154 67 70 44 324 487 48
is_linear=0
shrinkage=0.00196078


Tree=8181
num_leaves=31
num_cat=0
split_feature=4 3 2 3 49 455 457 12 15 40 48 43 12 3 151 48 2 1424 52 1 52 133 0 152 4 160 15 3 0 52
split_gain=0.0476135 0.0198584 0.0191712 0.0228945 0.028541 0.0172378 0.0269414 0.0184456 0.0231651 0.0167945 0.0143983 0.0165793 0.0215651 0.0204754 0.0195982 0.0302424 0.0141454 0.0143758 0.0136576 0.0200716 0.0258959 0.0135545 0.0134593 0.019415 0.0189695 0.0245384 0.0234901 0.0180824 0.0171806 0.035337
threshold=0.26450500000000005 0.63141500000000017 0.12043500000000001 -0.088784999999999989 0.14321000000000003 0.092985000000000012 0.29113500000000009 -0.010834999999999999 -0.11345499999999999 -1.0000000180025095e-35 0.12118000000000002 -0.05647499999999999 -0.07983999999999998 -0.0025099999999999996 -0.083134999999999987 -0.032929999999999994 -0.080614999999999978 1.0000000180025095e-35 0.13796000000000003 0.13869000000000004 1.0000000180025095e-35 0.091410000000000005 -0.14920999999999998 0.087525000000000006 0.022185000000000003 -1.0000000180025095e-35 0.081070000000000017 0.088060000000000013 -0.11013499999999998 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 -4 18 6 7 8 -1 -10 11 13 -13 21 -14 -16 -9 22 19 20 -5 -2 24 28 26 -26 27 -18 29 -24
right_child=1 -3 3 4 -6 -7 -8 16 9 -11 -12 12 14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0039164415148731603 0.00034316844454117344 -0.002233696756884456 -0.0021578791888896376 0.0031283929698229015 -0.0013158295943867416 0.0049417221995857602 -0.0011376083864328953 0.004541452972218394 0.0012060758771538253 -0.0013513007976143855 -0.0012676564018385343 0.0040743766528921147 0.0039467259581821663 -0.0016254416154996038 -0.0020974039140648011 0.0015385609558667057 -0.00081157267719892594 0.0043244090187363323 0.0044599287398159508 -0.0011673711861173311 -0.00085040455506671039 0.0029914720992868147 0.0019433371875185888 -0.0010424856324789289 0.0024936120451283864 0.0073879051976837229 0.0039205337334622418 0.003041470981025625 0.0021510933749842604 -0.0023657460101486113
leaf_weight=26 68 20 20 74 31 21 26 25 130 32 26 33 24 39 28 125 29 30 20 21 21 27 71 20 21 20 47 21 1999 26
leaf_count=26 68 20 20 74 31 21 26 25 130 32 26 33 24 39 28 125 29 30 20 21 21 27 71 20 21 20 47 21 1999 26
internal_value=0 0.000835509 0.0020167 0.00103945 0.00142237 0.00208853 0.00206478 0.00209813 0.00114562 0.000700915 0.00100141 0.00117291 0.00172747 0.000303828 0.00128991 0.000873156 0.00217568 0.00214979 0.00204652 0.00163041 0.00224887 0.00109584 0.00212084 0.00205844 0.00307771 0.00488107 0.00231547 0.000806706 0.00208803 0.000788325
internal_weight=0 390 2731 187 167 2544 2523 2497 188 162 370 344 210 134 177 153 2309 2284 136 116 95 95 2254 2116 138 41 97 50 2096 97
internal_count=3121 390 2731 187 167 2544 2523 2497 188 162 370 344 210 134 177 153 2309 2284 136 116 95 95 2254 2116 138 41 97 50 2096 97
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=31
num_cat=0
split_feature=2 10 0 39 121 9 10 123 34 3 150 131 13 12 2 39 1456 400 2 12 12 42 133 133 2 160 454 124 40 1
split_gain=0.0403861 0.0256961 0.0239237 0.0237097 0.0235921 0.0196461 0.021467 0.0258887 0.018033 0.0165466 0.0149143 0.0160844 0.0152945 0.0175811 0.0148568 0.0278126 0.0223372 0.0236093 0.0234378 0.020216 0.0194437 0.0276182 0.0290878 0.0268664 0.022692 0.0224992 0.0178455 0.0155826 0.0233177 0.0152717
threshold=0.13404500000000005 0.058500000000000003 0.034820000000000011 -1.0000000180025095e-35 -0.081149999999999986 -1.0000000180025095e-35 -0.0087699999999999983 0.083965000000000012 -0.057544999999999992 0.0022600000000000003 0.10571000000000001 0.096070000000000016 -0.053889999999999993 -0.081419999999999979 0.094835000000000017 0.10076500000000001 -0.084149999999999989 -0.070649999999999991 0.12844500000000003 -0.095379999999999979 0.11734000000000001 0.097640000000000018 0.11667000000000001 0.032270000000000007 0.12043500000000001 -0.53327999999999987 -1.0000000180025095e-35 -0.076779999999999987 -1.0000000180025095e-35 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 7 -6 -7 -3 11 12 13 -5 19 16 -16 -18 20 -10 21 24 23 -23 25 -19 -27 -21 -29 -30
right_child=2 9 -4 10 5 8 -8 -9 14 -11 -12 -13 -14 -15 15 -17 17 18 -20 27 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0050239026126370811 -0.0025016648869495839 0.00102672586102965 -0.0024878716671373697 0.0016717232496696799 -0.0011995697369067266 0.0045793076569680125 -0.002352822859488104 0.0035631462540477513 0.0048675697878934445 -0.0021574810715392231 -0.0014764722203835846 0.0038711300547457426 0.0019945232809186566 -0.0014211979304673151 0.004026285400808168 -0.0014144680557365064 -0.0017509637305259029 -0.0017817032709717751 0.0044113070034654811 -0.00076205049131420396 -0.0006524140117462815 0.00287332619935664 0.00074856383862959995 0.0071075991524950331 -0.0008058015834135206 -0.0012914337395341137 0.0017555283197527374 0.0052905516881894855 0.0021691782694153497 0.0015676370285589187
leaf_weight=23 20 47 25 34 21 24 23 25 24 25 20 23 80 40 36 32 22 20 28 21 41 43 34 23 46 20 494 21 1102 684
leaf_count=23 20 47 25 34 21 24 23 25 24 25 20 23 80 40 36 32 22 20 28 21 41 43 34 23 46 20 494 21 1102 684
internal_value=0 0.00178648 0.000441442 0.000778921 0.00183433 0.00180798 0.000141634 0.00138886 0.00185032 -7.89015e-05 0.00111198 0.00140445 0.00103606 -1.26037e-07 0.00182599 0.00147689 0.00159154 0.00147786 0.00157269 0.00198414 0.00146246 0.00158997 0.00312479 0.00434891 0.00132535 0.00150893 0.00163697 0.00194628 0.00197775 0.0019388
internal_weight=0 2879 242 217 2807 2784 69 46 2715 72 197 177 154 74 2691 839 807 771 749 1852 721 680 100 66 580 534 514 1828 1807 1786
internal_count=3121 2879 242 217 2807 2784 69 46 2715 72 197 177 154 74 2691 839 807 771 749 1852 721 680 100 66 580 534 514 1828 1807 1786
is_linear=0
shrinkage=0.1


Tree=8183
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 11 4 4 0 0 2 1 150 15 0 43 4 15 12 2 0 1446 2 1429 3 3 16
split_gain=6.0064 0.778341 0.662728 0.548712 0.320892 0.271797 0.225047 0.202636 0.176189 0.148927 0.138949 0.1368 0.123498 0.115606 0.107506 0.0986246 0.0947162 0.0869178 0.0863329 0.0860205 0.133864 0.0857528 0.0807963 0.0742353 0.0737407 0.067642 0.0673453 0.0664762 0.0625182 0.0732145
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.092550000000000007 0.14285500000000004 1.0000000180025095e-35 -0.17966999999999997 0.053180000000000012 -0.23194499999999998 -0.067094999999999988 0.10402500000000002 0.086105000000000015 1.0000000180025095e-35 0.13592500000000005 -0.13027499999999997 -0.040344999999999992 -0.059649999999999988 -0.03241999999999999 -0.086254999999999984 0.25063000000000007 -0.23001499999999997 0.099545000000000008 0.099185000000000009 -0.015219999999999999 0.13524500000000003 -0.13309499999999996 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 11 -3 8 15 17 -6 16 -1 13 21 -10 18 24 -4 -5 25 -21 -11 -7 -23 28 -13 -2 -20 -8 -30
right_child=1 5 6 7 9 22 10 -9 14 12 -12 19 -14 -15 -16 -17 -18 -19 27 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00059782394644623338 0.00052478584907484141 0.00023625848476557573 0.00037393639119816762 0.00024534437221054937 0.00046991271565913927 0.0001329261618757657 0.00053094247103298601 0.00013619326128717346 0.00062160048147038031 0.00031666227086794141 0.00039238919662494288 0.00052182629450885543 0.0002142779949102916 0.00027867563991507735 0.00047593048280652832 0.00022533311365200407 0.00033461616333681882 0.00049070453709260998 0.00044258908465363969 0.00043854486943060154 0.00027555221450117559 0.00036255936487813995 1.8472683265540891e-06 0.00050057577491183583 0.0003515321454581092 0.00038799843294363393 0.00040291905673577283 0.00031309706471985629 0.0004897922069066399 0.00044304452950169219
leaf_weight=22 22 133 25 33 31 130 63 44 64 40 125 53 33 61 28 61 21 1247 27 76 26 29 21 31 20 20 84 35 248 268
leaf_count=22 22 133 25 33 31 130 63 44 64 40 125 53 33 61 28 61 21 1247 27 76 26 29 21 31 20 20 84 35 248 268
internal_value=0 0.00024555 0.000465241 0.00031416 0.00039431 0.000171625 0.000479434 0.000253712 0.000494403 0.000343717 0.000452027 0.000452095 0.000323551 0.000345949 0.000577266 0.000286859 0.000464051 0.00048841 0.000326365 0.000433774 0.000396998 0.000386986 0.000114697 0.000433868 0.000468588 0.000485161 0.000428212 0.000369489 0.000472632 0.000465512
internal_weight=0 590 2531 306 422 284 2109 200 1364 225 745 197 194 161 92 156 620 1272 95 175 102 100 151 60 599 73 106 62 579 516
internal_count=3121 590 2531 306 422 284 2109 200 1364 225 745 197 194 161 92 156 620 1272 95 175 102 100 151 60 599 73 106 62 579 516
is_linear=0
shrinkage=0.00196078


Tree=8184
num_leaves=31
num_cat=0
split_feature=1 399 3 0 9 0 16 14 483 15 4 16 131 131 1213 1212 1 132 15 3 481 156 16 48 4 1 43 13 1429 51
split_gain=0.0488701 0.0345655 0.0333573 0.0358205 0.0251004 0.0197829 0.0356119 0.0223231 0.0215242 0.0202745 0.0307235 0.0199172 0.0182035 0.0223227 0.0210681 0.0245761 0.0290016 0.020646 0.0197425 0.0194394 0.0193278 0.019367 0.0325477 0.036536 0.0570951 0.0332844 0.0325799 0.0304153 0.0295438 0.024871
threshold=0.096325000000000008 1.0000000180025095e-35 -0.13309499999999996 0.10455500000000001 0.082870000000000013 -0.082084999999999977 0.052820000000000013 -0.23083499999999998 0.10143000000000001 -0.21699999999999997 0.53859500000000016 -0.42170999999999997 0.090690000000000007 0.089415000000000008 -0.085049999999999987 0.092815000000000022 0.089935000000000015 0.088210000000000011 -0.0072999999999999992 -0.092174999999999993 -0.23316499999999998 -0.031569999999999994 0.042200000000000008 0.092150000000000024 -0.42529999999999996 0.077565000000000009 -0.095589999999999994 -0.06884499999999999 0.094630000000000006 -0.025069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 6 7 -4 11 10 -9 -7 13 17 -14 16 19 20 -18 -16 -1 28 -23 24 -24 26 -26 29 -22 -28
right_child=1 -3 3 -5 -6 8 -8 9 -10 -11 -12 -13 14 -15 15 -17 18 -19 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0050035768380874528 0.0026895811895967852 -0.0025074606302951 0.0037564221935878907 -0.0030159062179293309 -0.0013212014429307985 0.005169386598281563 -0.0029352891782764346 -0.0040155294974101715 -0.00082723665443524988 0.0012684686484509698 0.00071145167960573669 0.0019017234095687462 0.0057648806444679703 -0.001013165741460398 -0.00083648349973373124 0.0057877890215339983 0.0025997135680741988 0.00051109453863800922 0.0067787705548107624 0.0021231456923028716 0.004398949353955686 0.0022045584104587526 0.0040393649447651118 -0.002248121884185821 0.0035652303206734366 -0.0032564961933530868 0.003299824920448861 -0.0014857944115647115 0.00015540993994190579 -3.8113010267974167e-05
leaf_weight=23 151 24 28 21 38 20 24 20 27 209 44 277 24 24 28 22 26 83 20 107 75 1485 64 30 40 20 41 56 21 49
leaf_count=23 151 24 28 21 38 20 24 20 27 209 44 277 24 24 28 22 26 83 20 107 75 1485 64 30 40 20 41 56 21 49
internal_value=0 0.00123564 0.00134022 0.00105244 0.0011768 0.00132306 0.000771803 0.00106739 0.00187602 0.000791587 -0.00076573 0.00212177 0.00211418 0.00201836 0.00296305 0.00263179 0.00224819 0.00205497 0.00441669 0.0015093 0.00212228 0.00208704 0.00201263 0.00106259 0.00143044 0.000619903 0.00103672 0.000343978 0.00347068 0.0014825
internal_weight=0 883 859 708 687 649 325 301 324 273 64 297 2238 2011 227 203 181 1987 46 135 1904 1881 1785 300 270 206 186 146 96 90
internal_count=3121 883 859 708 687 649 325 301 324 273 64 297 2238 2011 227 203 181 1987 46 135 1904 1881 1785 300 270 206 186 146 96 90
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=31
num_cat=0
split_feature=2 12 9 8 12 12 2 47 2 13 16 152 0 0 0 52 2 2 393 151 133 1212 4 12 12 133 128 43 3 2
split_gain=0.0418947 0.0222745 0.0238926 0.0258601 0.0219147 0.0195496 0.0476129 0.0191017 0.0215907 0.0228998 0.0184876 0.0156069 0.0152449 0.01979 0.0144667 0.0189681 0.0146981 0.014403 0.01517 0.0150199 0.0143618 0.0230496 0.018712 0.017682 0.0270197 0.0375636 0.0172615 0.0163887 0.0407166 0.0409711
threshold=0.13404500000000005 -0.086254999999999984 0.094575000000000006 1.0000000180025095e-35 -0.089199999999999988 -0.42850999999999995 0.31358000000000003 0.11227500000000001 0.12844500000000003 0.27020000000000005 -0.042349999999999992 0.10552500000000002 -0.074824999999999989 -0.10474999999999998 -0.062294999999999996 0.13140000000000004 0.14960000000000004 0.12043500000000001 0.10585500000000002 -0.40381499999999992 -0.14717499999999997 0.085870000000000016 0.0067750000000000006 0.098150000000000015 0.091475000000000015 -0.49970500000000001 0.10793500000000002 0.0034250000000000005 -0.080634999999999984 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 -1 -2 12 8 9 11 -9 17 13 -7 -14 16 -16 18 19 -3 21 22 23 24 25 -21 27 -22 29 -29
right_child=5 2 -4 -5 -6 6 -8 10 -10 -11 -12 -13 14 -15 15 -17 -18 -19 -20 20 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011402771147499024 0.0034098430536687375 0.0040595796086915562 -0.0010997027658891899 0.0054723962489515547 -0.0021475303695415674 0.00072195832504004975 -0.0037092722707062161 -0.0011088540357333131 0.0049041670223232362 0.0042639756095013579 0.001572288254660173 -0.00093015622522216288 0.0032448876800481234 -0.0029958765974945644 0.00028051212754880275 -0.0017106895569061937 0.0030628043480272239 0.00031768342616550374 0.003524338434809786 -0.0018792613446712493 0.0018942899661850685 0.0048384546994623785 0.0038921026971830211 -0.00029218995812304975 0.0051285357458982625 0.0026918173596641283 -0.0010270667833868752 0.0019392448383746897 0.0021022787804169389 -0.0021484839838746264
leaf_weight=171 20 31 27 20 23 41 28 41 24 40 69 20 30 22 43 24 34 58 57 25 1793 38 47 37 25 64 22 41 145 61
leaf_count=171 20 31 27 20 23 41 28 41 24 40 69 20 30 22 43 24 34 58 57 25 1793 38 47 37 25 64 22 41 145 61
internal_value=0 0.00178528 0.00186005 0.00189011 0.000750486 0.000415354 0.00014558 0.00186296 0.00191909 0.00189048 0.000572953 0.00185194 0.000701951 -0.000576333 0.0013167 0.000743969 0.00150906 0.00187471 0.00191256 0.00187311 0.00184362 0.00258257 0.00214963 0.00160727 0.00222376 0.00140781 0.00175904 0.00178909 0.00102543 -0.000505377
internal_weight=0 2879 2685 2658 194 242 222 2638 2528 2504 110 2464 194 63 131 101 77 2444 2386 2329 2298 236 198 151 114 89 2062 2040 247 102
internal_count=3121 2879 2685 2658 194 242 222 2638 2528 2504 110 2464 194 63 131 101 77 2444 2386 2329 2298 236 198 151 114 89 2062 2040 247 102
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=31
num_cat=0
split_feature=4 0 457 13 49 39 402 12 13 16 160 0 0 1 16 52 14 3 3 4 31 160 147 15 16 4 121 40 150 1
split_gain=0.0360725 0.0190875 0.0162621 0.0158374 0.0169974 0.0173262 0.0181663 0.057579 0.0227048 0.0201174 0.0145842 0.0182745 0.0248473 0.0245562 0.0234905 0.0266342 0.02017 0.0172392 0.020714 0.0146026 0.0141919 0.0203846 0.0139851 0.0251044 0.0134449 0.0158336 0.013383 0.0194551 0.0134722 0.0133049
threshold=0.26450500000000005 0.089620000000000019 0.31508000000000008 0.10935500000000002 -0.023059999999999997 0.096625000000000016 0.09388500000000001 -0.10022999999999999 -0.085384999999999975 -0.42170999999999997 0.62940000000000007 -0.14832499999999996 -0.13027499999999997 0.077565000000000009 -0.16075999999999999 0.008405000000000001 0.018475000000000002 -0.12018999999999998 -0.015584999999999998 -0.0094449999999999968 -0.018414999999999997 0.079055000000000014 0.093615000000000018 0.15110000000000004 -0.16075999999999999 0.42642000000000008 -0.070209999999999981 0.051255000000000002 -0.091839999999999991 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 -2 6 7 -6 9 -9 11 13 17 -1 -15 29 20 -13 -19 -20 21 -14 23 26 25 -10 -22 28 -28 -16
right_child=1 -3 -4 -5 5 -7 -8 8 24 -11 -12 12 16 14 15 -17 -18 18 19 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0058156538622411479 -0.0004852309775915707 -0.0023210450818407394 -0.00067578843329101806 -0.0012140997257077402 0.0071802928834222264 -8.370321125347311e-05 -0.00092501332665878273 0.0013411119501756203 0.0018693488591987476 -0.0023229215122030481 -0.00095970391460771997 0.0028145488165318968 -0.0022093839943408966 0.0044365273850012783 0.001689622479311207 -0.0010441481973975898 -0.0014758804719895125 -0.0032706462137866766 0.002379686457182591 -0.0006520396886155644 0.004218871814241125 0.0022017387254163624 0.0043788013840094214 -0.00089708308999737112 0.0008659913993409752 0.0050500390031535565 0.0042306349443441095 -0.0013645902561256664 0.0017437989468619141 0.0046873906883411112
leaf_weight=22 63 21 30 36 20 65 22 43 34 23 21 20 22 36 57 30 20 20 24 47 22 20 20 36 34 29 22 20 2222 20
leaf_count=22 63 21 30 36 20 65 22 43 34 23 21 20 22 36 57 30 20 20 24 47 22 20 20 36 34 29 22 20 2222 20
internal_value=0 0.00061151 0.00163963 0.000778404 0.00099381 0.00133892 0.00178999 0.00211639 0.00149505 6.42518e-05 0.00166534 0.00168591 0.00161903 0.0027054 0.0022269 0.00148348 0.00168657 0.000156258 -0.000427981 0.000372769 0.0017131 -0.000108849 0.00174577 0.00172309 0.00246858 0.00333348 0.00176436 0.00174051 0.00176818 0.00246826
internal_weight=0 390 2731 369 333 270 205 183 163 66 2701 2680 2515 165 143 107 2404 111 91 71 2384 42 2342 2322 97 63 2286 2264 2244 77
internal_count=3121 390 2731 369 333 270 205 183 163 66 2701 2680 2515 165 143 107 2404 111 91 71 2384 42 2342 2322 97 63 2286 2264 2244 77
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=31
num_cat=0
split_feature=3 96 1132 48 14 14 2 14 10 48 150 151 52 151 121 43 12 4 40 148 455 15 0 1454 160 393 1427 475 484 484
split_gain=0.0336312 0.0218373 0.0162003 0.0150569 0.0147523 0.0233542 0.0206097 0.0202145 0.0179293 0.0141983 0.0195144 0.0209744 0.0275672 0.018841 0.0176625 0.0223476 0.0185895 0.0188441 0.0168931 0.0164982 0.0145068 0.0158857 0.0190379 0.0183548 0.0200826 0.0178652 0.0163597 0.0227453 0.0174492 0.0215581
threshold=0.30112000000000005 0.087655000000000025 -0.10116499999999999 -0.22597999999999999 0.10189000000000002 0.076175000000000007 0.089525000000000007 0.081390000000000004 -1.0000000180025095e-35 0.14174500000000004 0.13361500000000004 0.10365500000000001 -0.0092699999999999987 0.084350000000000008 -0.080284999999999981 -0.52440999999999993 -0.12529499999999996 -0.51843499999999987 0.0064400000000000004 -0.098399999999999974 0.093105000000000007 0.083195000000000005 -0.12333499999999999 0.096235000000000015 -0.54913999999999985 0.092975000000000016 0.083935000000000023 -0.082549999999999998 0.11549500000000001 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 7 -7 -5 10 11 13 -13 14 -10 -16 -17 -18 19 -19 21 25 -23 24 -24 26 28 -28 29 -21
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 15 16 17 18 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013137838182350002 -0.00020203208904135729 -0.0015140811852179469 0.0040799056883605031 0.00015668144784693685 -0.0012526323087513449 0.0039647446898743513 0.0059632643620716411 0.00011455634422600269 0.0044417724269442257 -0.00052474041336349078 0.0040824602912019553 0.0017605417629792579 -0.0034270254475995895 0.0040895726115974997 -0.0015786945202345731 0.0042005764753557748 0.003613373423868325 0.0040623518964518247 -0.001016918375327285 0.0011221426533253025 0.0038738895110630744 0.0047608838789165026 0.0042533558576057359 -0.0013540660496801139 0.0016248198564554812 -0.0016421109120446174 0.0052985689254811683 0.0014470864306887329 0.0026754418030564848 -0.0019044974275554223
leaf_weight=21 132 25 22 107 20 30 20 25 20 35 29 21 20 28 24 25 40 24 28 1211 24 20 30 20 934 22 23 46 71 24
leaf_count=21 132 25 22 107 20 30 20 25 20 35 29 21 20 28 24 25 40 24 28 1211 24 20 30 20 934 22 23 46 71 24
internal_value=0 0.00142902 0.00145385 0.00147359 0.00145396 0.00147262 0.00321429 0.00221466 0.0014264 0.00147637 0.00150246 0.00147428 -0.000769979 0.00150948 0.00148155 0.00145847 0.00148715 0.0014602 0.00142543 0.00145335 0.00142753 0.00140308 0.00170649 0.00164441 0.00170662 0.00118502 0.00123025 0.00273091 0.00115097 0.00106333
internal_weight=0 2989 2964 2943 2921 2901 75 55 2826 2719 2684 2655 41 2614 2586 2566 2542 2517 2477 2449 2425 2401 1004 984 964 1397 1375 69 1306 1235
internal_count=3121 2989 2964 2943 2921 2901 75 55 2826 2719 2684 2655 41 2614 2586 2566 2542 2517 2477 2449 2425 2401 1004 984 964 1397 1375 69 1306 1235
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 3 4 159 2 2 14 4 2 4 47 47 0 14 16 3 132 2 3 0 3 0 2 1
split_gain=7.55366 1.01974 0.797271 0.655729 0.430495 0.357371 0.305291 0.245006 0.228737 0.204559 0.161328 0.142427 0.135435 0.134993 0.132808 0.137269 0.119641 0.10007 0.0782005 0.0780795 0.0872013 0.0800364 0.0755498 0.0833333 0.0751184 0.073846 0.0766476 0.067582 0.0707999 0.0630328
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 1.0000000180025095e-35 0.091475000000000015 -0.022174999999999997 -0.16363499999999997 -1.0000000180025095e-35 0.13501500000000002 0.11389000000000002 0.076175000000000007 0.053180000000000012 0.14753000000000002 0.42051500000000003 0.091680000000000011 0.077555000000000013 -0.14001499999999997 0.062655000000000016 0.10994000000000002 0.090900000000000009 0.08764000000000001 0.31358000000000003 -0.10115999999999999 -0.10011499999999998 -0.045649999999999989 -0.067094999999999988 0.10381000000000001 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 7 12 -3 -6 -5 13 17 18 25 15 -11 27 19 -4 20 21 -1 23 -16 -15 -8 -27 28 29 -10
right_child=1 3 6 9 8 -7 10 -9 16 14 -12 -13 -14 24 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00049093533837478562 0.00054372957378041506 0.00049478948318943197 0.00044808839312739351 0.0003544531986651153 0.00053414360400357637 0.00027183318483205718 0.00062784439430114297 0.00028565444629938209 0.00046032124514631533 0.00027700830739393824 0.00038632365889149296 0.00035606297338962447 0.00066729417342282918 0.00035022763115372146 0.00012388575198836441 0.00015872261410162963 0.00045895960893550304 0.00062102946810827181 0.00056113877265628399 0.00061898819225675913 0.00057093736756942833 0.00037135886816250507 0.00021519168135714407 -2.5871607986297094e-05 0.00048175615167570353 0.00053047167243718257 0.00040721939730585787 0.00023603133171439691 0.00029373343989421493 0.00032006967912383256
leaf_weight=93 52 62 24 26 31 169 29 33 28 63 36 22 46 20 50 94 31 33 1188 20 38 28 21 20 101 645 20 27 49 22
leaf_count=93 52 62 24 26 31 169 29 33 28 63 36 22 46 20 50 94 31 33 1188 20 38 28 21 20 101 645 20 27 49 22
internal_value=0 0.000281526 0.000527894 0.000256183 0.000450095 0.000325922 0.000543461 0.000422143 0.000380226 0.000188989 0.000514778 0.00050623 0.000562864 0.000520452 0.000171642 0.000206188 0.000349835 0.000521813 0.0005589 0.000503522 0.000488998 0.000463265 0.000112043 8.10979e-05 0.000460016 0.000530989 0.000526765 0.000322987 0.000346702 0.000398611
internal_weight=0 590 2531 538 422 264 2109 95 188 274 851 234 1258 815 248 157 157 212 1212 179 159 121 91 70 121 694 665 126 99 50
internal_count=3121 590 2531 538 422 264 2109 95 188 274 851 234 1258 815 248 157 157 212 1212 179 159 121 91 70 121 694 665 126 99 50
is_linear=0
shrinkage=0.00196078


Tree=8189
num_leaves=31
num_cat=0
split_feature=2 10 0 39 123 34 1 44 130 4 51 48 3 41 39 39 130 133 402 401 402 402 128 43 133 4 0 42 13 4
split_gain=0.0386262 0.0198728 0.0176547 0.0186129 0.0159245 0.0176352 0.0137177 0.0134516 0.0133523 0.0132814 0.0131873 0.0134251 0.0127765 0.0127633 0.0141212 0.0295548 0.0173037 0.0176578 0.0240872 0.0619634 0.0261051 0.0371882 0.0214814 0.0191061 0.0311795 0.0309345 0.0325653 0.0485044 0.0423583 0.0410163
threshold=0.13404500000000005 0.058500000000000003 0.034820000000000011 -1.0000000180025095e-35 0.08128500000000001 -0.085114999999999982 0.10937500000000001 0.081805000000000017 -0.11198999999999999 0.62931500000000018 0.10532000000000001 0.14174500000000004 0.0022600000000000003 0.10065500000000001 0.10076500000000001 0.0046100000000000004 -0.081769999999999995 -0.071719999999999992 0.11174500000000002 0.11683 0.090595000000000023 0.033490000000000006 0.11170500000000001 -0.011694999999999999 -0.0084449999999999994 -0.27825499999999997 -0.084044999999999995 0.087885000000000019 -0.083364999999999981 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 -5 8 -7 10 -8 -12 -3 14 15 16 -10 -18 20 -20 21 22 23 24 -19 -25 27 -27 -28 -30
right_child=2 12 -4 6 -6 7 9 -9 13 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=0.0047953742864774544 -0.0021969452468329109 0.0010663029376139983 -0.0020966006834059955 0.0029736340558156374 0.00083028296623992878 0.0034085363573976794 -0.0003566711737592562 0.0039199764716128507 -0.0004573161932913696 0.002940615866629576 0.0032662889398634432 -0.00012079871428961104 -0.0017317291465587916 -0.00025829348465307585 7.6007157490080733e-06 0.0055504719482823497 0.0023888448539162617 0.0044648065688271147 -0.0030748684950438997 0.0030645153504015219 0.0044578138885221314 -0.0020542361648180165 -0.0011571117751300335 0.0026430151863774212 0.0019342043902389639 0.0012301140488955591 -0.003454418495530263 0.0052616068027970019 -0.0022168647617292711 0.0014840233291755611
leaf_weight=20 20 47 25 30 167 50 98 30 34 22 25 22 25 31 44 21 438 51 35 31 35 26 25 152 1074 312 30 33 39 129
leaf_count=20 20 47 25 30 167 50 98 30 34 22 25 22 25 31 44 21 438 51 35 31 35 26 25 152 1074 312 30 33 39 129
internal_value=0 0.00173522 0.000419812 0.000709721 0.00177729 0.0018372 0.00100481 0.00181462 0.00179023 0.000651134 0.000303765 0.00168084 9.4764e-05 0.00175838 0.00178329 0.00181499 0.00178289 0.0018145 0.00168693 -0.000191219 0.00175196 0.00170135 0.00175427 0.00179426 0.00204893 0.00138204 0.00102906 0.00161574 6.81176e-06 0.000624889
internal_weight=0 2879 242 217 2807 2640 197 2620 2590 167 145 47 72 2540 2509 2465 2444 2410 1972 66 1906 1871 1845 1820 1125 695 543 345 198 168
internal_count=3121 2879 242 217 2807 2640 197 2620 2590 167 145 47 72 2540 2509 2465 2444 2410 1972 66 1906 1871 1845 1820 1125 695 543 345 198 168
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=31
num_cat=0
split_feature=11 96 2 4 39 14 40 12 13 1203 132 12 157 0 48 1454 51 484 150 50 455 147 148 1424 483 475 4 42 13 48
split_gain=0.0346059 0.0294595 0.0225495 0.0221942 0.0203244 0.0193434 0.0182306 0.0185169 0.0179188 0.0204373 0.0187765 0.0250238 0.0193569 0.0187211 0.0180109 0.01671 0.0170052 0.02218 0.0202892 0.0177845 0.0159767 0.0163474 0.0237923 0.0145106 0.0149329 0.0191514 0.0142439 0.0141706 0.0317802 0.045612
threshold=-0.072629999999999986 0.090365000000000015 0.10252500000000002 -0.50427999999999995 -0.074319999999999983 0.062655000000000016 0.10989500000000001 -0.10022999999999999 -0.08971999999999998 0.084880000000000011 0.08696000000000001 0.089085000000000011 0.17142500000000002 -0.059114999999999994 0.14871000000000004 0.093640000000000015 0.10532000000000001 0.093765000000000015 0.092390000000000014 0.11219500000000002 0.092985000000000012 0.089365000000000014 -0.08224999999999999 1.0000000180025095e-35 -0.096724999999999992 -0.019079999999999996 0.40945500000000007 -0.0072999999999999992 -0.066634999999999986 -0.0046349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 20 7 -6 13 10 12 -12 14 -9 15 16 17 18 -10 -18 21 23 -23 24 25 -2 -20 -26 29 -29
right_child=1 -3 3 4 6 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 19 -19 26 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0025758545080732023 0.0055730334998640631 -0.0023282318672863769 0.0036100569018868338 -0.0021064388981488135 0.0033400278735724793 0.003120701738452125 -0.0019317047996446493 0.00046657879398976965 0.0018221992651778242 -0.0016648483609416238 -0.0022094164214649936 0.001745312983985059 -0.0010116446827952233 -0.0028594492055708542 -0.00092301316714535158 -0.00073185184585821371 0.0060718044592067604 0.0040477448674396451 -0.0024719969835132363 0.0022469924026799781 0.0044380427879514173 0.0023682260254281572 -0.0021823865255875584 0.0042552238374593708 0.0019552871393493207 0.0019744208347110544 0.0013021101034246386 0.006411245067138225 0.00061899816413642835 0.0015869989023347773
leaf_weight=21 21 20 33 21 36 90 20 110 281 23 32 32 27 20 24 23 20 39 20 31 20 20 27 21 633 50 20 20 390 976
leaf_count=21 21 20 33 21 36 90 20 110 281 23 32 32 27 20 24 23 20 39 20 31 20 20 27 21 633 50 20 20 390 976
internal_value=0 0.00149731 0.00152215 0.00106994 0.000962336 0.00168405 0.00104735 0.00112809 0.00101465 0.00125551 0.00137786 -0.000232052 0.0015903 -4.51178e-05 0.00174369 0.00189116 0.00203794 0.00179584 0.00152224 0.00374692 0.00162468 0.00159861 -0.000245956 0.00163968 0.0016134 0.0030388 -0.000584943 0.00156327 0.00138423 0.00168387
internal_weight=0 3100 3080 812 779 2268 758 738 702 572 549 64 485 130 458 434 411 360 321 51 2178 2158 47 2111 2090 71 40 2019 1386 996
internal_count=3121 3100 3080 812 779 2268 758 738 702 572 549 64 485 130 458 434 411 360 321 51 2178 2158 47 2111 2090 71 40 2019 1386 996
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 1 3 0 4 4 12 47 4 160 475 0 2 52 0 52 4 15 10
split_gain=15.6571 2.63909 1.53608 1.2612 1.0106 0.681309 0.509233 0.46396 0.44702 0.384876 0.336746 0.27482 0.217891 0.356409 0.323481 0.215501 0.172739 0.165448 0.1572 0.149846 0.0830304 0.0771354 0.0760404 0.0682664 0.0661285 0.0890295 0.0719881 0.0618293 0.0588204 0.0571549
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.14838000000000004 0.085760000000000017 -0.12711499999999995 -0.23001499999999997 0.27834500000000006 0.27287000000000006 0.09141500000000001 0.090100000000000013 -0.51253999999999988 -1.0000000180025095e-35 -0.082014999999999991 -0.060129999999999996 0.088930000000000023 -0.56176499999999996 -0.030209999999999997 0.047850000000000011 -0.036839999999999991 -0.40580499999999992 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 12 -5 11 -6 16 15 17 -14 -15 -4 21 19 -3 -1 -17 -7 -19 -21 -23 26 -26 -2 -13 -30
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 28 13 14 -16 20 -18 22 -20 23 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00079944245065071112 0.00064195829016320844 0.0002063545417989979 0.00024298615049925333 0.00055652889006823779 0.00054287774947689763 0.00063670942835416817 0.00077413709813073449 0.00027231423707764133 0.00031247261241336183 0.00027799055540288974 0.0003640297635951463 4.6326459651902556e-05 0.00032483330666044954 0.00039255775365174987 0.00059993238515884467 0.00016610302518006243 0.00038451412144829242 0.00059394671884161745 0.00035291129647932869 0.00064126846842831736 4.6117985396857582e-05 0.00065950495939628756 0.00049156367609125382 0.00060313533013141773 0.00052734969470772742 0.00046111802176660366 0.00058774067496881403 0.00052088393884546619 7.0260571242839681e-06 -0.00012428006257364586
leaf_weight=21 50 191 41 34 71 44 76 63 34 30 41 33 21 31 431 30 23 278 33 747 85 20 31 238 163 44 142 24 25 26
leaf_count=21 50 191 41 34 71 44 76 63 34 30 41 33 21 31 431 30 23 278 33 747 85 20 31 238 163 44 142 24 25 26
internal_value=0 0.000253352 0.000210195 0.000591043 0.000301366 0.000600083 0.000616923 0.000371936 0.000102054 0.000464198 0.000533922 7.22446e-05 0.000610278 0.000574662 0.000586018 0.000120933 0.000549898 0.000623359 0.000227945 0.000635549 7.74184e-05 0.000559108 0.000583675 0.000632055 0.000549855 0.000543571 0.000555466 0.000602691 -1.81769e-05 -5.99143e-05
internal_weight=0 673 599 2448 325 2351 1874 97 274 101 477 240 1798 483 462 156 436 1315 224 1006 115 413 309 985 369 349 305 74 84 51
internal_count=3121 673 599 2448 325 2351 1874 97 274 101 477 240 1798 483 462 156 436 1315 224 1006 115 413 309 985 369 349 305 74 84 51
is_linear=0
shrinkage=0.00196078


Tree=8192
num_leaves=31
num_cat=0
split_feature=4 149 2 15 15 13 43 52 1213 43 52 1212 15 131 4 3 0 403 0 1 16 160 16 4 42 52 12 1212 12 4
split_gain=0.0517091 0.0306377 0.0212666 0.0244822 0.020112 0.0221575 0.0272155 0.0275771 0.0192937 0.0240264 0.0205098 0.0185577 0.0303655 0.0187643 0.0194984 0.0422559 0.0320774 0.027699 0.0260374 0.0254874 0.0624165 0.04137 0.0289622 0.0236541 0.0327498 0.0261809 0.0229646 0.0207276 0.020111 0.0296097
threshold=0.40124500000000002 0.07770500000000001 0.17025000000000004 -0.24436499999999997 -0.14712999999999996 -0.16152999999999998 0.08845500000000002 0.0031350000000000002 0.12389500000000002 -0.0098449999999999979 0.087555000000000008 0.11473500000000002 0.092145000000000019 0.11891000000000002 -0.079764999999999989 0.11296500000000002 -0.019414999999999998 -0.53762499999999991 -0.084044999999999995 0.081670000000000006 -0.082039999999999988 -0.081969999999999987 -0.084939999999999988 -0.17966999999999997 -0.021469999999999996 -0.014264999999999998 0.096295000000000019 0.087210000000000024 0.092355000000000007 -0.082769999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 11 -10 -11 13 -13 14 18 16 17 -16 -7 21 -21 -20 -23 25 -25 -22 27 28 29 -24
right_child=1 -3 -4 4 5 8 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 -19 19 20 23 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015546828758670019 0.00027477779922233705 0.0040650816783612672 -0.00051487270732953521 0.0031908601491955953 0.00071812577999870496 0.0031641305647576862 0.0033310743148904295 -0.0034603349160699341 0.0052190149558009585 0.00048034475013778057 0.0044551231632275244 -0.0030212458176538349 0.0020804736605246686 8.0262657824930092e-05 -0.0016120290680026465 -0.0026822848711162807 -0.0010335371707026898 0.001963315771972454 -0.0021975396821896239 0.0077885561448056253 0.0023981204938150549 -0.00084651284190398208 0.00318370045572813 0.0027897583283974154 -0.0014192256954427447 0.0061995021910184909 -0.00087111396556296809 0.00030662118053228105 0.0056943056212427718 -0.00099629974225536001
leaf_weight=20 293 23 36 126 56 278 25 22 40 34 21 20 28 53 22 21 38 1438 30 22 132 37 111 38 36 21 22 34 24 20
leaf_count=20 293 23 36 126 56 278 25 22 40 34 21 20 28 53 22 21 38 1438 30 22 132 37 111 38 36 21 22 34 24 20
internal_value=0 0.000550654 0.00189999 0.00193139 0.00195675 0.00189747 0.00045985 -0.000460414 0.00195623 0.00335421 0.00199799 0.00190146 -4.52428e-05 0.00194077 0.0019832 0.00177234 0.00183479 0.00190944 0.00238109 0.00196803 0.00270284 0.00130986 0.00173414 0.00220996 0.000742144 0.00291988 0.00218668 0.00254261 0.00303308 0.00254553
internal_weight=0 316 2805 2769 2749 2623 103 78 2520 95 55 2425 48 2377 2324 1519 1498 1460 805 527 249 278 248 227 74 153 211 189 155 131
internal_count=3121 316 2805 2769 2749 2623 103 78 2520 95 55 2425 48 2377 2324 1519 1498 1460 805 527 249 278 248 227 74 153 211 189 155 131
is_linear=0
shrinkage=0.1


Tree=8193
num_leaves=31
num_cat=0
split_feature=4 149 10 2 15 15 13 13 2 16 4 0 15 1427 49 133 1374 1373 51 40 51 15 0 14 483 157 1452 474 1456 2
split_gain=0.0418844 0.0248166 0.0180042 0.0172259 0.0198306 0.0162907 0.0179476 0.0242638 0.0181882 0.0170421 0.0204561 0.0435601 0.0622966 0.0338329 0.0249728 0.0240839 0.0367078 0.0228443 0.0190906 0.018596 0.0181673 0.0272709 0.022557 0.0170406 0.0167423 0.0219007 0.0184377 0.0178935 0.0166959 0.016116
threshold=0.40124500000000002 0.07770500000000001 -0.079859999999999987 0.17025000000000004 -0.24436499999999997 -0.14712999999999996 -0.16152999999999998 -0.42195999999999995 0.10672500000000001 -0.14771999999999999 -0.021294999999999998 -0.11173999999999999 -0.015039999999999998 0.083935000000000023 -0.23803499999999997 0.088625000000000009 0.086000000000000007 0.078175000000000008 0.087505000000000013 -0.08440499999999998 -0.085384999999999989 -0.088749999999999982 -0.067094999999999988 0.078400000000000011 0.087440000000000004 -0.083209999999999992 0.087295000000000011 0.087745000000000017 -0.16480999999999998 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 8 -7 23 13 12 18 14 -11 16 17 20 -12 -16 21 -13 24 -8 26 -26 27 29 -21 -22
right_child=1 -3 -4 -5 5 6 9 -9 -10 10 11 15 -14 -15 19 -17 -18 -19 -20 28 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013992145902011544 -0.0018146235736502285 0.0036585735845501011 0.0005453124193877557 -0.00046338536356213609 0.0028717741291897948 0.0041163545301450156 0.0023007248724494036 -0.0013286180483798185 0.0004316877827797136 0.0052629059047571251 -0.00052474427950949547 0.0061902896833739111 -0.0051838850200115506 0.0052340791875030851 -0.00097094579371817731 0.00055010870686290393 0.0060933565068989996 -0.0015025534317828716 0.0024735501568232264 -0.0004571443872860513 0.0020785833704231489 0.0022518602419647022 -0.0014435452855347346 0.0051771731287969846 0.0056877620558699838 0.0015862638406300299 0.0041794044127606836 -0.001119539474843648 0.0018904322732872993 0.00048886271969341484
leaf_weight=20 37 23 256 36 126 21 197 45 37 21 54 21 23 30 24 177 20 21 35 31 173 108 24 23 23 30 23 29 1332 101
leaf_count=20 37 23 256 36 126 21 197 45 37 21 54 21 23 30 24 177 20 21 35 31 173 108 24 23 23 30 23 29 1332 101
internal_value=0 0.000495589 0.0002473 0.00170999 0.00173825 0.00176107 0.00170772 0.000413865 0.00176579 0.0017606 0.00168018 0.00129499 -0.000544565 0.00191107 0.00184027 0.00156969 0.00188464 0.00173243 0.00065436 0.00178845 0.00186013 0.002893 0.00152951 0.00260144 0.00171777 0.00336616 0.00144978 0.00124259 0.00183704 0.00149259
internal_weight=0 316 293 2805 2769 2749 2623 103 58 2520 2300 862 112 1438 1408 750 573 553 89 1387 532 129 403 220 379 53 326 303 1363 274
internal_count=3121 316 293 2805 2769 2749 2623 103 58 2520 2300 862 112 1438 1408 750 573 553 89 1387 532 129 403 220 379 53 326 303 1363 274
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 14 47 4 15 2 52 1 2 124 2 150 4 3 147 2 0 0 43 2 43 16
split_gain=10.9133 1.34923 1.20554 0.969741 0.699474 0.545314 0.407245 0.391012 0.34349 0.276841 0.199932 0.188102 0.168866 0.166288 0.164409 0.175495 0.156485 0.14402 0.119293 0.181265 0.113001 0.127069 0.106407 0.101721 0.110174 0.100662 0.0956913 0.0845505 0.082329 0.0779216
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 0.091545000000000015 -0.17966999999999997 0.082585000000000006 0.076175000000000007 0.077555000000000013 0.053180000000000012 0.13592500000000005 0.11411 1.0000000180025095e-35 0.10124500000000002 0.11389000000000002 -0.072314999999999977 0.14285500000000004 1.0000000180025095e-35 -0.064054999999999987 0.090900000000000009 0.088610000000000008 0.088930000000000023 -0.13027499999999997 -0.10011499999999998 -0.081289999999999987 0.25063000000000007 -0.013199999999999998 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 22 9 -6 18 23 16 12 25 -2 15 17 20 -9 19 28 -1 -22 -3 -4 -25 -8 -17 -7 -5 -27
right_child=1 5 6 8 7 27 11 14 -10 -11 -12 -13 -14 -15 -16 26 -18 -19 -20 -21 21 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.00076501111596035125 0.00070728142281322533 0.00045468208126261364 0.00077853792871031768 0.00048063950448790018 0.0007616101912841075 0.00027712872966777723 0.00085398299848158982 0.00046061735405446654 0.00031657056120098988 0.00092323766632254872 0.00084512906832521367 0.00065178849486573079 0.00056211757415543695 0.00051001143285675954 0.00066384320311686567 0.00049713751742759061 0.00051993392407894139 0.00064701074186493369 0.00036459810419237228 0.00041797332490590814 0.00070086539097749436 0.00054400291160060883 0.00030258442679581852 0.00060662607212200799 0.00074781709776020858 0.00075573561887930327 0.00035449776195866219 0.00014303913713892857 0.00062414593350103569 0.00071269464188417314
leaf_weight=69 92 112 920 22 28 130 27 30 58 46 35 137 22 20 23 33 20 34 22 41 84 26 21 23 279 291 40 21 51 364
leaf_count=69 92 112 920 22 28 130 27 30 58 46 35 137 22 20 23 33 20 34 22 41 84 26 21 23 279 291 40 21 51 364
internal_value=0 0.000436447 0.000732577 0.00052678 0.000636911 0.000339117 0.000751719 0.00054785 0.000442911 0.000773909 0.000708465 0.000718263 0.000731199 0.000672055 0.000510442 0.000484689 0.000684428 0.000559639 0.000496791 0.000522302 0.000702807 0.000663789 0.000430667 0.000768288 0.000737064 0.000736653 0.000418979 0.000258481 0.000580897 0.000731817
internal_weight=0 590 2531 306 422 284 2109 188 194 1268 234 841 704 112 160 137 199 64 136 114 179 110 133 1222 302 682 73 151 73 655
internal_count=3121 590 2531 306 422 284 2109 188 194 1268 234 841 704 112 160 137 199 64 136 114 179 110 133 1222 302 682 73 151 73 655
is_linear=0
shrinkage=0.00196078


Tree=8195
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 2 1 2 2 13 39 150 4 13 130 160 1 2 16 10 1 484 0 4 0
split_gain=6.75819 1.09935 0.686818 0.588888 0.492722 0.334179 0.222148 0.209371 0.205729 0.175791 0.130638 0.116754 0.189111 0.0956555 0.0929615 0.0960863 0.0902487 0.079101 0.0787543 0.123826 0.116734 0.0668077 0.0623114 0.0594814 0.0561341 0.0529306 0.0526357 0.0474879 0.0474849 0.0468764
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.40473500000000007 0.14122000000000004 0.17025000000000004 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 -0.016469999999999995 0.093755000000000019 1.0000000180025095e-35 -0.55119499999999988 -0.0044799999999999987 -0.070634999999999989 -0.013084999999999998 0.076935000000000017 0.088850000000000012 -0.016164999999999995 -0.38124499999999995 0.11588000000000001 0.10948000000000001 -0.26343999999999995 -0.036839999999999991 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 11 -5 25 16 14 17 13 -13 -4 -16 21 -1 -3 -20 -21 26 29 27 -12 -6 -7 -22 -2 -19
right_child=1 2 10 7 8 9 -8 -9 -10 -11 24 12 -14 -15 15 -17 -18 22 19 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064929758522913454 0.00054690315610930035 0.00023295848980592955 0.00014940965364539628 0.00050216442031436278 0.00051525565413987589 0.000466852131388074 0.0006306898364964469 0.00030112989758556579 0.00028685752449423429 0.00034597238916805748 0.00012539252526205935 0.00038031490883080947 0.00031721778420409073 0.0005119658050347128 0.00034244960488057601 0.00016477386468818905 0.00037648610192430172 0.00054009993561434061 0.00015548625157452096 0.00043788372800962196 0.00024581579043265968 0.00053440118510234794 0.00051077689180747444 0.00019706491655717935 -8.7147773079135851e-06 0.000416043815128306 0.00056063332101877997 0.00036028636796294226 0.00044079886298943193 0.00046132606618544636
leaf_weight=21 50 175 80 28 39 289 76 69 37 41 30 23 23 274 25 22 30 911 20 26 22 92 516 21 20 44 25 38 24 30
leaf_count=21 50 175 80 28 39 289 76 69 37 41 30 23 23 274 25 22 30 911 20 26 22 92 516 21 20 44 25 38 24 30
internal_value=0 0.000287021 0.000259167 0.000508881 0.000302166 0.000515058 0.000526852 0.00035916 0.000408455 0.000468722 0.000156647 0.000522463 0.000488506 0.000501771 0.000190071 0.000259282 0.000480265 0.000529815 0.000259933 0.000297102 0.000323572 0.000487934 0.000528093 0.000286879 7.17496e-05 0.000462661 0.000474319 0.000318314 0.000512491 0.000537589
internal_weight=0 673 599 2448 422 2351 1874 97 120 477 177 1798 320 297 127 47 436 1478 302 127 107 406 1457 81 50 83 314 60 74 941
internal_count=3121 673 599 2448 422 2351 1874 97 120 477 177 1798 320 297 127 47 436 1478 302 127 107 406 1457 81 50 83 314 60 74 941
is_linear=0
shrinkage=0.00196078


Tree=8196
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 3 14 15 47 47 2 4 3 1 1 0 13 3 1 4 3 4 1 49
split_gain=15.2327 1.80711 1.66518 1.02076 0.975103 0.809663 0.560022 0.508674 0.502672 0.419325 0.32727 0.297848 0.26163 0.229317 0.203759 0.193706 0.160025 0.155472 0.24102 0.151769 0.147562 0.141282 0.139311 0.122975 0.111204 0.103417 0.101164 0.178699 0.0976505 0.0969446
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 -0.16363499999999997 0.10803500000000001 0.022185000000000003 -0.11171999999999999 0.076175000000000007 0.13592500000000005 0.077555000000000013 0.091680000000000011 0.11411 -0.062539999999999984 0.092670000000000016 0.16175000000000003 0.12958500000000003 -0.14001499999999997 -1.0000000180025095e-35 0.12745000000000004 0.12000500000000001 0.052250000000000012 -0.14186499999999996 -0.14098499999999997 0.13075500000000004 -0.085174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 7 12 24 -5 20 13 -1 21 26 17 29 -2 -13 -19 -7 -9 -4 -11 -24 -3 -23 -8 -28 -6 -10
right_child=1 5 6 8 28 19 10 9 15 22 -12 14 -14 -15 -16 -17 -18 18 -20 -21 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00038283706198799039 0.00056672399658757406 0.00022883095787655489 0.00050101875071870345 0.00061484557293133978 0.00029145598243556772 7.561356463816528e-05 0.00068789879751372893 0.00057692624987127944 0.00042907448744629166 0.00019742091151667721 0.00051223412256211776 0.00066346914719214831 0.00080061859283707426 0.00040754069870704807 0.00074935856311782905 0.00048047401927585917 0.00037320482197637653 0.00058095627555660172 0.00035363905706215453 -0.00010950600764915055 0.00034421644776183011 0.00065814689870877274 0.00024753847622211497 0.00041992280415932158 7.297150602960429e-05 0.00058829217996454915 0.00046500042856981356 0.00061561919657638579 0.0001392988544383567 0.00028313509542729796
leaf_weight=26 92 24 24 31 50 90 67 22 21 94 166 57 46 21 32 31 20 97 22 21 20 1100 41 26 66 88 32 565 24 105
leaf_count=26 92 24 24 31 50 90 67 22 21 94 166 57 46 21 32 31 20 97 22 21 20 1100 41 26 66 88 32 565 24 105
internal_value=0 0.000256837 0.000606695 0.000494262 0.000416767 0.000183205 0.000629193 0.000237233 0.000386674 0.000291632 0.000590345 0.0005807 0.000655472 0.000609274 0.000605433 0.000341621 0.000532167 0.000579265 0.000538931 4.05909e-05 0.000466112 0.000649963 0.000246116 0.000314434 0.000114534 0.000652972 0.000615654 0.000607546 0.000242108 0.000307458
internal_weight=0 590 2531 422 186 404 2109 293 188 203 851 234 1258 685 208 157 112 176 119 111 42 1212 161 67 90 1188 664 597 74 126
internal_count=3121 590 2531 422 186 404 2109 293 188 203 851 234 1258 685 208 157 112 176 119 111 42 1212 161 67 90 1188 664 597 74 126
is_linear=0
shrinkage=0.00196078


Tree=8197
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 1 1 2 52 14 0 1 3 48 1 49 47 52 4 15 1 0 12 3 13 2 43 0
split_gain=8.60198 1.49459 0.75985 0.676627 0.513746 0.409583 0.292874 0.275869 0.240005 0.218157 0.18538 0.178899 0.147601 0.135612 0.185151 0.133472 0.124182 0.117173 0.115424 0.0845807 0.0723601 0.0926715 0.272208 0.0782275 0.0661474 0.0648207 0.061583 0.060105 0.0580915 0.0575509
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.091265000000000013 -0.17966999999999997 0.09253500000000002 0.12337000000000002 0.13501500000000002 0.048770000000000008 0.062655000000000016 -0.13027499999999997 0.080270000000000022 -0.12018999999999998 -0.015314999999999997 0.13075500000000004 -0.054984999999999992 0.090100000000000013 0.31359500000000001 -0.013514999999999998 -0.23060499999999998 0.086920000000000011 0.18019500000000002 0.090285000000000018 -0.14186499999999996 -0.47860499999999995 0.11411 -0.084794999999999995 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 11 -3 -4 18 15 26 13 -10 19 -15 -7 27 -2 28 -1 23 -22 24 25 -23 -17 -6 -5 -8 -16
right_child=1 4 7 16 10 9 8 -9 12 -11 -12 -13 -14 14 29 20 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060482371619664332 0.00039725595257877796 0.00045840954358246236 0.00053744310676415619 0.00043636262625539334 0.00010394096602500371 0.00042115166319954192 0.00019033836613015299 0.00031828494222792389 0.00033372208366499225 0.00040904054124504813 0.00023191646557846972 0.00069458095355643865 0.00016916051252776205 0.000412333223305253 0.00049309124321501689 0.000629236850483337 0.00018490449969772417 0.00054993116088710174 0.00040958161082337886 0.00050064313551204857 0.00064645618614223271 0.00057286125356244267 0.00029870585045393776 0.00044793217424668518 0.00051212850363239397 0.00056239364741991185 -2.6596457177386589e-05 0.00030625020142114603 0.00030148423587282499 0.00057667157016115544
leaf_weight=894 23 33 34 21 33 32 21 63 26 48 34 62 108 30 34 67 24 121 36 31 24 111 20 20 182 333 24 39 130 463
leaf_count=894 23 33 34 21 33 32 21 63 26 48 34 62 108 30 34 67 24 121 36 31 24 111 20 20 182 333 24 39 130 463
internal_value=0 0.000314872 0.000565174 0.000443963 0.000248731 0.00057219 0.00028251 0.000395103 0.000264427 0.000537383 0.000117329 0.000591434 0.00020109 0.000587029 0.000561924 0.000545191 0.000304108 0.000525546 0.000309813 0.000601332 0.000550434 0.000529033 0.000520029 0.000567606 0.000535136 0.00057359 4.89778e-05 0.00035179 0.000286027 0.000570954
internal_weight=0 673 2448 228 445 2351 354 97 321 837 91 1514 134 1452 527 789 84 144 187 925 757 337 313 420 293 400 57 60 151 497
internal_count=3121 673 2448 228 445 2351 354 97 321 837 91 1514 134 1452 527 789 84 144 187 925 757 337 313 420 293 400 57 60 151 497
is_linear=0
shrinkage=0.00196078


Tree=8198
num_leaves=31
num_cat=0
split_feature=1 155 11 105 1456 48 160 160 484 0 4 13 3 12 47 12 130 43 3 151 4 16 160 43 1453 13 0 13 474 51
split_gain=0.141509 0.042992 0.0290181 0.038659 0.0280142 0.0268009 0.0284286 0.0244078 0.0209615 0.0197199 0.0154189 0.023708 0.0177914 0.0179384 0.0191345 0.0163958 0.0177271 0.0163186 0.0152388 0.0268685 0.0382171 0.0149881 0.0416928 0.0762417 0.0216335 0.0359399 0.0299568 0.0310613 0.0223577 0.0305626
threshold=0.10124500000000002 0.084785000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.049894999999999995 0.15372000000000002 0.097500000000000017 -0.40698999999999991 -0.077774999999999983 0.22582000000000002 -0.034939999999999992 -0.008624999999999999 0.42240500000000009 0.11903500000000002 0.090100000000000013 0.09141500000000001 -1.0000000180025095e-35 -0.010344999999999998 0.086245000000000016 -0.044604999999999992 -0.46376499999999993 0.042200000000000008 -0.080719999999999986 -0.078654999999999989 -0.07303999999999998 -0.086919999999999983 -0.079984999999999987 -0.075129999999999988 0.032465000000000008 -0.034734999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -4 6 7 -6 -9 18 11 -10 13 14 15 16 -12 -16 21 -20 -21 -1 23 -23 -24 -26 27 -27 -28 -30
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 12 -13 -14 -15 17 -17 -18 -19 19 20 -22 22 24 -25 25 26 28 -29 29 -31
leaf_value=0.003829372915665972 -0.0019663056707940997 0.0041231404349019521 0.0047989808599031049 0.0061218934155823218 0.0049213997282398251 -0.0016573830507695675 0.0045157826425773753 0.0043989492722017612 0.0013038324157926529 0.00048893600978772156 -0.0016125981106597466 0.0056428342696744948 -0.0014696483011357488 0.0034113521202622601 0.00098233621153566582 -0.0012168922346646493 0.0012372896653966613 0.0036466166936851884 0.0055380089315943994 0.0043373690679842647 0.00056966144299318939 -0.0034469642569310965 0.00042819522343398564 0.0044437930783412108 0.0064679941621198812 0.0032934537797700615 0.0034043290636050407 -0.0010491979553730094 0.0086814346113117478 0.0032863246886769221
leaf_weight=1797 20 89 29 21 21 24 35 23 34 20 24 20 25 36 45 39 241 47 26 43 72 25 21 24 42 40 168 28 21 21
leaf_count=1797 20 89 29 21 21 24 35 23 34 20 24 20 25 36 45 39 241 47 26 43 72 25 21 24 42 40 168 28 21 21
internal_value=0 0.00205568 0.00178667 0.00189971 0.00176182 0.00161837 0.00175162 0.0015773 0.00144579 0.00361559 0.00131287 0.00291087 0.00112405 0.00127414 0.00107985 0.000697453 0.000979187 0.00234344 0.00364245 0.00263483 0.00197846 0.00370742 0.00314548 0.000417896 0.00353742 0.00374146 0.00332954 0.0015053 0.00392024 0.00598388
internal_weight=0 773 684 664 643 614 590 555 534 2348 511 54 457 432 396 304 265 92 2328 141 115 2187 390 49 341 320 278 68 210 42
internal_count=3121 773 684 664 643 614 590 555 534 2348 511 54 457 432 396 304 265 92 2328 141 115 2187 390 49 341 320 278 68 210 42
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 4 4 2 2 1 50 52 1 2 12 52 4 16 16 52 47 16 3 457 13 15
split_gain=5.8808 0.987324 0.642001 0.530428 0.332806 0.273144 0.22516 0.215368 0.192231 0.161161 0.156777 0.152877 0.141916 0.0826077 0.0818564 0.0716496 0.0811755 0.133706 0.0558795 0.0557887 0.0737738 0.0710244 0.104635 0.0556822 0.0568994 0.0537588 0.0507412 0.0597277 0.0566015 0.0460302
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13247500000000004 0.062655000000000016 0.084785000000000013 0.14285500000000004 0.42051500000000003 0.27834500000000006 0.11474000000000002 0.089885000000000007 0.086920000000000011 0.086295000000000011 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.096475000000000019 0.40674500000000008 -0.50690499999999983 0.013515000000000001 0.10246000000000001 0.12492500000000002 0.090100000000000013 -0.11118499999999999 1.0000000180025095e-35 0.094310000000000019 -0.28558999999999996 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 10 -5 9 -4 12 18 13 19 25 -14 -17 -18 -6 20 -1 -22 -23 24 26 -10 -3 28 -28 -8
right_child=1 2 8 7 11 -7 29 -9 14 -11 -12 -13 15 -15 -16 16 17 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00063148458965686194 0.00049030475071665009 0.00021655474041110768 0.00029230070248379791 0.00048168462784891594 0.00051680670735969347 0.00034838776986420111 0.00063383439068150592 0.00027895766061100398 0.00013365435225316902 0.00016935896220748108 0.00032497951416414955 0.0002628128654867385 0.00054943334876920221 0.00048048995293951269 0.00022794995371853258 0.00047308570326569843 0.0002806308197345067 0.00046741441560313213 0.00040721414080823387 0.0004227268444556816 0.00051900878891888384 0.00033397526060249295 0.00050227355171723951 0.00036898789918232781 0.00033853547565125352 3.5834360653676563e-05 0.00025500893891101175 0.000204956897425539 0.00037448129190778822 0.0005413771545781966
leaf_weight=21 76 96 76 29 27 51 47 66 54 89 22 23 43 403 22 738 23 41 53 25 815 20 49 20 31 36 30 27 31 37
leaf_count=21 76 96 76 29 27 51 47 66 54 89 22 23 43 403 22 738 23 41 53 25 815 20 49 20 31 36 30 27 31 37
internal_value=0 0.000279466 0.000253411 0.000484465 0.000310762 0.000490308 0.000493477 0.000340843 0.00018343 0.000225987 0.000489673 0.000403697 0.000491337 0.000503938 0.000120735 0.000471457 0.000467276 0.000400289 0.000444202 0.000514099 0.000516623 0.000513895 0.000453491 0.000270028 0.000260823 9.45264e-05 0.00024773 0.000281739 0.000315724 0.000593109
internal_weight=0 691 615 2430 338 2335 2284 95 277 165 2200 103 2178 1333 112 845 802 64 80 930 905 884 69 235 215 90 184 88 61 84
internal_count=3121 691 615 2430 338 2335 2284 95 277 165 2200 103 2178 1333 112 845 802 64 80 930 905 884 69 235 215 90 184 88 61 84
is_linear=0
shrinkage=0.00196078


Tree=8200
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 14 1 2 4 47 15 475 1 43 15 0 4 12 49 1 2 4 3 1 15 0 4 4
split_gain=9.50678 1.20363 1.0631 0.879425 0.649597 0.500489 0.426233 0.325152 0.282952 0.21028 0.206233 0.1769 0.157533 0.127279 0.117786 0.11376 0.108152 0.168585 0.217806 0.121984 0.101935 0.0963163 0.094612 0.0926523 0.0847152 0.0732611 0.0718493 0.0682695 0.0936047 0.0591014
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.36766000000000004 0.088725000000000012 0.10060500000000001 0.076175000000000007 0.09253500000000002 0.14122000000000004 0.40473500000000007 0.13011000000000003 0.013270000000000002 -0.069854999999999987 0.15964000000000003 -0.04890499999999999 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 0.091625000000000012 -0.072814999999999977 0.104035 -1.0000000180025095e-35 -0.14098499999999997 0.30112000000000005 0.11588000000000001 0.091295000000000015 -0.22491999999999998 0.50644500000000015 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 6 15 7 12 -4 13 25 14 16 -8 -5 -3 -1 18 20 22 -18 -15 -19 -14 27 -7 -25 -17 -29 -2
right_child=1 3 8 11 -6 10 9 -9 -10 -11 -12 -13 23 21 -16 24 17 19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00066987680507003724 0.00065121738752696543 0.00024293162781598458 0.0005452157689995351 0.00017124815231297179 0.00035909450935577253 0.00059753193341049494 0.00063472075727604999 0.0007327536449712865 0.0003304510071323694 0.00040857867457574774 0.0003243068596143419 0.0003404099262301244 0.00074479938290206572 0.00054930374780075026 3.633288508145625e-05 0.00027902150202978294 0.00053894001625332173 0.00050607309849173929 0.00062266937908338226 0.00054367873169945799 0.00036519486871688657 0.00041516624015893735 0.0006098715929932012 0.00063179853967136059 0.00025830626278203374 0.00046461061159490792 0.00059591032324200549 0.00044514217083230776 0.00029350997472267135 0.00051812059281732112
leaf_weight=55 29 113 34 126 45 25 66 79 77 41 33 20 23 319 31 29 20 36 35 170 37 22 543 593 48 44 336 45 24 23
leaf_count=55 29 113 34 126 45 25 66 79 77 41 33 20 23 319 31 29 20 36 35 170 37 22 543 593 48 44 336 45 24 23
internal_value=0 0.000307482 0.000583871 0.000279949 0.000592478 0.000335459 0.0005969 0.000609565 0.000396235 0.000542422 0.000451797 0.000166733 0.000604299 0.000555904 0.000144609 0.000289642 0.000585638 0.000580129 0.000500918 0.000589859 0.000426158 0.00054065 0.000603418 0.000621862 0.000325794 0.000512771 0.000618819 0.00035885 0.000392401 0.000592348
internal_weight=0 590 2531 538 2420 361 2375 1927 111 448 102 177 1848 407 157 259 896 841 92 749 57 341 579 952 146 69 929 98 69 52
internal_count=3121 590 2531 538 2420 361 2375 1927 111 448 102 177 1848 407 157 259 896 841 92 749 57 341 579 952 146 69 929 98 69 52
is_linear=0
shrinkage=0.00196078


Tree=8201
num_leaves=31
num_cat=0
split_feature=1 155 2 457 15 41 160 133 3 0 14 15 1 2 48 3 42 51 3 16 4 484 49 3 15 0 4 49 150 156
split_gain=0.177447 0.0496556 0.0339074 0.04239 0.0440923 0.0414369 0.0365131 0.0228814 0.0195878 0.0185595 0.0169921 0.0183322 0.0210833 0.0174265 0.0170189 0.0187234 0.0161017 0.0160499 0.0250777 0.0152972 0.0148744 0.0142757 0.0141456 0.0134306 0.0132167 0.0214644 0.0351914 0.0420621 0.0200207 0.0514675
threshold=0.10124500000000002 0.11245500000000001 0.11682500000000001 0.079590000000000008 -0.41942499999999994 0.088820000000000024 -1.0000000180025095e-35 0.085635000000000003 -0.12018999999999998 0.22582000000000002 0.062655000000000016 0.094035000000000007 0.081315000000000012 -0.090999999999999984 0.10255000000000002 -0.073309999999999986 0.088200000000000014 0.10532000000000001 0.42240500000000009 -0.42170999999999997 -0.012509999999999999 -0.069939999999999988 -0.079429999999999987 0.149315 -0.12255999999999999 -0.10836499999999999 0.0033150000000000007 -0.069799999999999987 0.083095000000000016 0.087045000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 6 17 -2 8 -6 10 13 12 -12 -1 24 16 -16 18 -4 -8 -9 -10 -5 -19 -15 26 27 -26 -27 -30
right_child=1 -3 5 22 7 -7 19 20 21 -11 11 -13 -14 14 15 -17 -18 23 -20 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0012635870323389432 0.003248019383119589 0.0049683876490841314 0.00090459421452285152 -0.0014219454023987055 0.0071504543884657323 0.0056467387033626443 0.00079234112442160649 0.0036267565837382189 0.0062698524783958084 0.0010587121034041048 0.005121511683932373 0.0036477295120301493 0.0091915792180225254 0.0052811752750668269 0.0027940044616256137 0.00078200473921418562 0.0061327626137062906 0.0036742649677976528 -0.0026627342428334737 -0.002856524833478034 0.00020525629494201256 0.0035688346877783255 0.0016339597572699528 0.00040845677896868439 0.0039532822522300266 0.0040900047170920406 0.004283220714364106 -0.0014061009220313282 0.0072200831197228076 0.0035008947764124188
leaf_weight=22 44 66 189 28 20 20 27 24 22 20 35 34 20 99 52 31 20 34 22 20 27 177 33 20 27 1729 78 32 72 77
leaf_count=22 44 66 189 28 20 20 27 24 22 20 35 34 20 99 52 31 20 34 22 20 27 177 33 20 27 1729 78 32 72 77
internal_value=0 0.00234518 0.0021003 0.00266942 0.00308141 0.0012576 0.00117775 0.00372301 0.00416726 0.00409198 0.00411804 0.00547312 0.00660154 0.00406418 0.00409197 0.00283675 0.00372144 0.000926348 0.000532645 -0.000760368 0.00181537 0.00386744 0.000231249 0.00246471 0.00415312 0.0040977 0.0028893 0.0010465 0.00418585 0.00529809
internal_weight=0 773 707 422 361 285 91 270 219 2348 2328 89 55 2239 2217 103 72 265 211 47 51 199 61 54 2114 2015 137 59 1878 149
internal_count=3121 773 707 422 361 285 91 270 219 2348 2328 89 55 2239 2217 103 72 265 211 47 51 199 61 54 2114 2015 137 59 1878 149
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 1 2 47 4 150 1 4 0 15 49 1 47 0 1 47 4 0 13 1 1 12 12 13
split_gain=18.1762 2.97872 1.80724 1.36493 0.977597 0.951081 0.664761 0.548185 0.411935 0.367706 0.352416 0.315156 0.314432 0.263411 0.310612 0.380207 0.239927 0.222631 0.221266 0.175199 0.164057 0.186183 0.160689 0.268284 0.154535 0.150462 0.144474 0.11955 0.117481 0.126295
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099515000000000006 0.13604000000000002 0.062655000000000016 0.077845000000000011 0.13501500000000002 0.13082500000000002 -0.17966999999999997 1.0000000180025095e-35 0.11690500000000002 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.054984999999999992 0.15799000000000005 0.10648500000000001 -0.079119999999999982 0.083345000000000016 0.093140000000000014 -0.27825499999999997 -0.066689999999999985 -0.033284999999999988 0.13075500000000004 0.076935000000000017 0.091545000000000015 -1.0000000180025095e-35 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 6 10 13 -4 11 17 -3 26 18 14 15 -1 -2 -7 28 -16 -15 -22 27 -24 -25 -5 -6 -21 29 -12
right_child=1 5 7 25 8 9 -8 -9 -10 -11 12 -13 -14 20 19 -17 -18 -19 -20 22 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00094307340929270401 0.00057705314790247239 0.00066297231333366799 0.00079547050056838194 0.00049860676624994789 0.00076980206569549135 0.00025302799122682492 0.001036511570353626 0.00047017662227788947 0.0005840306115501067 0.00048639497795358754 0.00045820605998048869 0.00057126692291308598 0.00033880491033262 0.00081562816234354788 0.00087461562350564645 0.00064030900100722093 0.00079552438807359988 6.7522275066241155e-05 0.00066651972850748141 0.00094831947621328017 0.00053226078390235113 0.00077817508947051323 0.00083013074922577495 0.00078466035683059335 0.00054950375946607186 0.00031491016841256152 0.00086069254320914979 0.00077397769864867713 0.00049919267787652854 0.0002746201259102307
leaf_weight=23 23 24 28 60 296 101 76 69 48 21 34 27 117 103 1170 52 121 33 20 62 20 29 295 21 22 24 87 20 70 25
leaf_count=23 23 24 28 60 296 101 76 69 48 21 34 27 117 103 1170 52 121 33 20 62 20 29 295 21 22 24 87 20 70 25
internal_value=0 0.000462516 0.00082636 0.000644758 0.000837182 0.000369142 0.000856849 0.000564076 0.000755894 0.000245151 0.000435413 0.000776014 0.000414882 0.000849334 0.000856467 0.000733157 0.00076063 0.000207344 0.00047462 0.000862284 0.000771197 0.000677802 0.000827931 0.00080904 0.000664348 0.000446122 0.000790448 0.000905797 0.000444868 0.000380415
internal_weight=0 673 2448 228 2351 445 1893 97 458 155 290 410 266 1817 1665 75 144 134 149 1590 152 49 420 338 43 84 383 82 129 59
internal_count=3121 673 2448 228 2351 445 1893 97 458 155 290 410 266 1817 1665 75 144 134 149 1590 152 49 420 338 43 84 383 82 129 59
is_linear=0
shrinkage=0.00196078


Tree=8203
num_leaves=31
num_cat=0
split_feature=1 155 1 1456 48 12 160 132 43 2 10 1 0 4 4 1 2 47 15 13 0 401 3 3 4 0 16 402 0 403
split_gain=0.199709 0.0513927 0.0339249 0.027289 0.0317451 0.0263738 0.0260072 0.0273034 0.0253879 0.0337013 0.0400133 0.0227861 0.0229895 0.0209917 0.0200647 0.0300423 0.0262689 0.0243389 0.01828 0.0312758 0.0166674 0.0300412 0.0371031 0.0454206 0.0439911 0.02918 0.0477883 0.0224629 0.0316863 0.0234356
threshold=0.10124500000000002 0.084785000000000013 0.15799000000000005 -0.049894999999999995 0.15372000000000002 0.11650500000000001 -0.24498999999999996 -1.0000000180025095e-35 -0.074359999999999996 0.11362000000000001 0.094860000000000014 0.10781 -0.078904999999999989 -0.011209999999999999 0.053925000000000008 0.083345000000000016 0.089005000000000015 0.084210000000000021 -0.045854999999999993 -0.041739999999999992 -0.072269999999999987 0.080710000000000018 -0.14186499999999996 -0.10831999999999999 -0.50262499999999988 -0.071339999999999987 -0.080509999999999984 -0.014954999999999998 -0.087319999999999995 -0.087449999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 5 6 -5 -8 -9 10 11 -10 -13 -11 20 16 -16 -17 19 -15 27 22 24 -24 -22 -25 -27 28 -1 -30
right_child=1 -3 -4 4 -6 -7 7 8 9 13 -12 12 -14 18 15 17 -18 -19 -20 -21 21 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=0.008503628122590241 0.0053934438358831764 0.0047682311967946591 -0.00050544099297461119 0.0052922876600999961 -0.0014756953658599577 0.0047777309077541444 -0.0015715893800370398 0.0013082492978058755 0.0028949399633513007 0.0045139025263488293 -0.00017123043129686267 0.0074620678359152461 0.0038241997448494659 0.00065019838875741704 0.0075199499633163223 -0.0010344057769069205 0.0037309853619148653 0.003355874420127033 -0.0013520605429740888 0.0039455960008005306 0.010300806318409742 0.0010064412077719516 -0.00017879934921101839 0.00041625884769018744 0.0043902985443470674 0.0089574081379742848 0.0039952455163842163 0.0044636184479497666 0.0061208168274092985 0.00394393278690283
leaf_weight=31 29 89 43 26 22 43 20 196 44 25 20 38 32 80 20 23 215 28 21 45 20 33 27 20 34 21 256 1422 102 96
leaf_count=31 29 89 43 26 22 43 20 196 44 25 20 38 32 80 20 23 215 28 21 45 20 33 27 20 34 21 256 1422 102 96
internal_value=0 0.00250779 0.00221366 0.00239607 0.00225403 0.00239311 0.00220565 0.00205162 0.00219626 0.00276691 0.00395437 0.00467816 0.00579904 0.00183639 0.00436092 0.00357599 0.00405345 0.00137594 0.00137791 0.00183654 0.00446979 0.00389996 0.00415257 0.0037481 0.00657938 0.0041051 0.00437144 0.00461164 0.0055308 0.00506536
internal_weight=0 773 684 641 612 590 547 521 501 305 134 114 70 171 2348 286 235 51 146 125 2062 411 378 324 54 297 277 1651 229 198
internal_count=3121 773 684 641 612 590 547 521 501 305 134 114 70 171 2348 286 235 51 146 125 2062 411 378 324 54 297 277 1651 229 198
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 2 2 2 4 1 2 150 2 12 4 11 47 15 4 131 3 160 2 15 10 12
split_gain=11.6306 1.81113 1.19465 0.967741 0.662039 0.570102 0.338727 0.315332 0.301106 0.278275 0.27006 0.268011 0.233103 0.201018 0.249307 0.171426 0.1513 0.136485 0.18614 0.120803 0.0908934 0.0861288 0.0853127 0.0787974 0.0737939 0.0694035 0.0672412 0.0644497 0.0959902 0.0602539
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14753000000000002 0.14122000000000004 0.27834500000000006 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 1.0000000180025095e-35 0.090100000000000013 0.079055000000000014 -0.0070899999999999991 0.091440000000000007 0.086245000000000016 -1.0000000180025095e-35 0.088930000000000023 -0.41942499999999994 -0.38124499999999995 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 20 8 10 -5 13 22 12 15 -4 17 16 19 -15 18 -1 -7 -3 -19 -6 -2 26 -26 -20 -12 -29 -24
right_child=1 2 6 7 9 11 -8 -9 -10 -11 27 -13 -14 14 -16 -17 -18 21 24 -21 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=0.00083935548778341594 0.00065584724380776086 0.00029631925308893573 0.00034867811973740841 0.00057880826371763821 0.00066799506141580669 0.00057824723533629228 0.00037955698914903256 0.00034449870306552105 0.00076277272773847007 0.00031960358526679424 0.00015318336989045801 0.00041439151413656775 0.00017450535749613692 0.00045469520758053021 0.00039554583996483534 0.00043717900251519253 0.00062026764119969802 0.00057403214240628244 0.00066446973240129748 0.00068207183459989074 0.00040776060046921402 0.00063847646244550704 0.00057920628262048731 0.00051177186562734493 0.00064639854631183015 0.00049676015481698113 0.0006268709080080126 0.00013224293759056164 -3.2267667371414453e-05 0.00044982676938468336
leaf_weight=21 54 191 40 34 21 357 34 63 76 24 32 41 113 23 23 30 274 139 850 49 33 187 31 20 26 22 233 25 30 25
leaf_count=21 54 191 40 34 21 357 34 63 76 24 32 41 113 23 23 30 274 139 850 49 33 187 31 20 26 22 233 25 30 25
internal_value=0 0.000327511 0.000291759 0.000618558 0.000372162 0.000626477 0.000196391 0.000426628 0.000641882 0.000503955 0.000170442 0.000565956 0.000220041 0.000636772 0.000592215 0.000580209 0.000607446 0.000646419 0.000656442 0.000590778 0.000312737 0.000610999 0.000561415 0.000616908 0.000653046 0.000577814 0.000656381 8.32174e-05 4.25099e-05 0.000521448
internal_weight=0 673 599 2448 325 2351 274 97 1874 101 240 477 153 1798 320 436 297 1478 1152 406 224 326 77 74 1131 48 1083 87 55 56
internal_count=3121 673 599 2448 325 2351 274 97 1874 101 240 477 153 1798 320 436 297 1478 1152 406 224 326 77 74 1131 48 1083 87 55 56
is_linear=0
shrinkage=0.00196078


Tree=8205
num_leaves=31
num_cat=0
split_feature=1 3 2 13 3 4 12 15 41 15 0 0 4 475 2 12 2 4 51 1453 52 11 401 133 484 16 51 3 4 376
split_gain=0.205785 0.0541962 0.0286649 0.0241529 0.0238545 0.0225249 0.0215182 0.0201385 0.0371337 0.0258803 0.0553546 0.0419906 0.0364792 0.0282916 0.0295585 0.0387437 0.0257936 0.040625 0.0337112 0.02521 0.0297535 0.0198877 0.0196356 0.0204536 0.0254836 0.0209325 0.030729 0.0198348 0.0203049 0.0198233
threshold=0.10124500000000002 -0.053259999999999995 0.31358000000000003 0.10820000000000002 -0.24190499999999995 -0.17966999999999997 0.089410000000000003 0.040760000000000005 0.07677500000000001 -0.0079099999999999986 -0.10474999999999998 -0.030209999999999997 -0.067104999999999984 -0.085719999999999977 0.087545000000000026 0.087075000000000014 0.092365000000000017 -0.16363499999999997 -0.091704999999999995 -0.0067199999999999994 -0.026204999999999996 0.080150000000000013 0.085900000000000018 0.089200000000000015 0.085655000000000023 -1.0000000180025095e-35 -0.21316999999999997 -0.0037349999999999996 0.42051500000000003 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 4 -2 -3 -6 9 -9 11 -11 12 -1 14 -14 -16 18 21 -12 20 -15 -18 23 24 25 29 -27 28 -25 -7
right_child=1 2 -4 -5 6 22 -8 8 -10 10 16 -13 13 19 15 -17 17 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0086720762518234552 0.0064754873541567259 0.0041712709221705469 -0.0013411195706934311 0.0014728336530176668 0.0012763568665832281 0.0027793734855443742 0.0040628407752098293 0.0046098998575743056 0.0077910003240073203 -0.0017281855650556584 0.0014933686140769474 0.00012253140220823495 0.0043734715624640774 0.0045556216534772299 0.010603982969284213 0.0046445318870246407 0.0048086134794105492 -0.00071112314970897777 0.0057728042047989524 0.0040317536395727254 0.009184369515805018 0.0010980341304093599 -0.0010005703195929527 -0.0005235292652452534 0.0048738892564350478 0.0028033098021912721 -0.0014649109656897348 -0.0021498410769362681 0.0038237079401456176 -0.00044583188303347148
leaf_weight=20 34 46 26 44 33 206 173 1069 38 21 24 23 52 41 24 20 52 28 79 816 21 20 23 22 35 31 37 21 21 21
leaf_count=20 34 46 26 44 33 206 173 1069 38 21 24 23 52 41 24 20 52 28 79 816 21 20 23 22 35 31 37 21 21 21
internal_value=0 0.0025279 0.00188979 0.00362663 0.00402149 0.00207122 0.00361646 0.00440902 0.0047191 0.00413242 0.00315936 0.00434674 0.00444448 0.00435767 0.00598757 0.00789514 0.00366497 0.00252097 0.00477565 0.00417946 0.00612342 0.0037779 0.00183956 0.00200535 0.00232265 0.00201996 0.000480896 0.000369274 0.00159954 0.00248101
internal_weight=0 773 489 284 240 463 206 2348 1107 1241 224 1017 994 974 96 44 203 100 103 878 62 72 417 394 330 295 68 64 43 227
internal_count=3121 773 489 284 240 463 206 2348 1107 1241 224 1017 994 974 96 44 203 100 103 878 62 72 417 394 330 295 68 64 43 227
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=31
num_cat=0
split_feature=1 124 2 51 1 42 13 48 33 156 50 43 15 15 3 15 13 1424 49 42 49 133 2 4 159 52 1212 42 4 12
split_gain=0.168092 0.0449012 0.0306165 0.0303901 0.0258549 0.0249484 0.0273394 0.0244336 0.018163 0.0177697 0.0169532 0.0184196 0.0165287 0.0246706 0.0201235 0.0197017 0.0216625 0.0164813 0.0164207 0.0183402 0.0167595 0.0212742 0.0165125 0.0150717 0.0264207 0.0343577 0.0253324 0.0502332 0.0260972 0.0420586
threshold=0.11690500000000002 -0.043384999999999993 0.10402500000000002 -0.40274499999999996 0.16773500000000005 -0.0060199999999999993 -0.0087749999999999981 0.12933000000000003 0.082285000000000011 0.10339000000000002 0.086295000000000011 -0.035139999999999991 -0.080694999999999989 -0.07490999999999999 -0.10217499999999997 -0.12563999999999997 -0.07743499999999999 1.0000000180025095e-35 0.09858500000000002 0.079510000000000011 0.11843000000000002 0.099660000000000012 0.11474000000000002 -0.082249999999999976 -0.085489999999999997 0.11277500000000001 0.089995000000000019 -0.0098899999999999978 -0.083439999999999986 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -2 9 -1 -7 12 17 10 -5 -12 14 -14 -4 -16 -17 23 19 22 -20 -22 -15 24 -3 26 28 -28 -26 -30
right_child=3 2 7 4 -6 6 -8 -9 -10 -11 11 -13 13 18 15 16 -18 -19 20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0040838738828897483 0.0048403346686865453 0.0073647215419138483 -0.00033562803979624402 0.00093202959908012428 -0.002043001194085394 0.0021619528260128826 -0.0017621649535034191 -0.00011411801900803334 0.0069555329677479516 0.003581041658225541 0.00082452430096627391 0.0043008435029020927 0.0066404850913655807 0.0038951984570422746 0.0045611902949926645 0.0034691608599009549 -0.00018111814264055537 0.0069234338088426748 0.00020585870370268822 0.005178712861685965 0.0054254100182636955 0.0012148864994135998 0.0016162484775968764 0.003869035282201322 0.0045078350977383738 0.00076924719502970292 0.0044252321807193165 -0.0013539134923900879 0.010344160465700997 0.0044678624145333369
leaf_weight=50 27 30 22 240 21 92 22 21 22 39 27 35 27 122 46 37 29 20 27 76 24 24 43 1462 386 26 53 21 21 29
leaf_count=50 27 30 22 240 21 92 22 21 22 39 27 35 27 122 46 37 29 20 27 76 24 24 43 1462 386 26 53 21 21 29
internal_value=0 0.00382572 0.00392817 0.00160392 0.00136253 0.0022215 0.00140467 0.00322421 0.00409753 0.00157226 0.00131284 0.00278696 0.00337118 0.00373911 0.00242938 0.00297251 0.00186525 0.00406683 0.0034912 0.00389334 0.002199 0.00332015 0.00330129 0.00403866 0.0044768 0.00431516 0.00449593 0.0027852 0.00478628 0.00693591
internal_weight=0 2732 2568 389 362 164 114 498 2070 341 302 62 477 343 134 112 66 2048 316 241 75 48 165 2028 566 536 510 74 436 50
internal_count=3121 2732 2568 389 362 164 114 498 2070 341 302 62 477 343 134 112 66 2048 316 241 75 48 165 2028 566 536 510 74 436 50
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=31
num_cat=0
split_feature=1 148 1 148 4 12 47 1 10 10 34 2 15 0 15 15 147 2 48 48 10 15 15 49 3 12 42 151 42 43
split_gain=0.136915 0.028099 0.0291011 0.0258964 0.0329192 0.0209022 0.0235465 0.0209263 0.0188941 0.0341725 0.0179179 0.0220213 0.017732 0.0160921 0.0279642 0.0183827 0.0155309 0.0154457 0.0175927 0.0162026 0.0146809 0.0144291 0.0220638 0.0274071 0.0167168 0.0198615 0.0226743 0.0256155 0.0352529 0.024996
threshold=0.11146500000000002 -0.043434999999999994 0.12337000000000002 -0.10665499999999999 0.27834500000000006 -0.010834999999999999 0.078345000000000012 0.10557500000000002 -0.062879999999999978 -0.38851999999999992 -0.038779999999999995 0.12358500000000001 -0.042209999999999991 -0.074229999999999977 -0.41942499999999994 -0.11033999999999998 0.089365000000000014 0.13754500000000003 0.11619500000000001 0.10255000000000002 0.10223 -0.11033999999999998 -0.093959999999999988 -0.0087849999999999977 0.11296500000000002 0.08815000000000002 0.10077000000000001 1.0000000180025095e-35 0.084145000000000011 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 -1 5 6 7 -5 9 -4 -10 20 -3 -13 -15 -16 17 18 19 21 -12 -7 23 -23 25 26 27 29 -29 -24
right_child=1 2 8 4 -6 16 -8 -9 10 -11 11 13 -14 14 15 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.007071530807879753 -0.0006060290373473739 0.0024849299798910592 0.0016089520897836454 0.0026493963318168592 0.0013658930152042272 0.0048106807675776511 0.0054701019660569729 -0.00018135710997739808 -0.00051784642055281444 -0.0036928984383121132 0.0045673311994919048 -1.176429986530407e-05 0.0052470332693903606 0.0054282320942729712 -0.00081366074468510656 0.0031642655686785781 0.0015992061138508451 0.0016383881162925576 0.0064854336140508012 0.0022278884354119117 0.0012997652351623402 -0.00063703276589512829 0.0043421551525536619 0.0031012291459374358 0.0011974349653778168 0.0034509789871459795 0.007429355952190235 0.0045122261946311309 -0.001282093640128594 0.0025568972368174318
leaf_weight=20 48 167 31 142 73 110 24 32 32 20 44 55 27 20 26 21 38 38 22 78 20 25 721 91 26 1020 20 21 21 88
leaf_count=20 48 167 31 142 73 110 24 32 32 20 44 55 27 20 26 21 38 38 22 78 20 25 721 91 26 1020 20 21 21 88
internal_value=0 0.00169703 0.00193579 0.00348699 0.00345931 0.00352002 0.0025338 0.0021288 0.00126252 -0.000470205 0.00166788 0.00204392 0.00286935 0.00125584 0.0022964 0.000963711 0.00360422 0.00363763 0.0036715 0.00364362 0.00354622 0.00369515 0.0036348 0.00229557 0.00371583 0.00375046 0.00410117 0.00402295 0.00161507 0.00414796
internal_weight=0 511 463 2610 2590 2517 198 174 269 51 218 186 194 122 67 47 2319 2281 2243 2221 64 2143 2033 116 1917 1891 871 851 42 809
internal_count=3121 511 463 2610 2590 2517 198 174 269 51 218 186 194 122 67 47 2319 2281 2243 2221 64 2143 2033 116 1917 1891 871 851 42 809
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 150 47 43 0 4 4 15 14 12 2 2 13 4 4 2 0 52 4 4 3 16 150 14
split_gain=12.1808 1.51072 1.40424 1.15277 0.780998 0.520936 0.472133 0.387029 0.337043 0.327503 0.251626 0.222382 0.218101 0.2317 0.169764 0.154683 0.147452 0.128629 0.123682 0.169401 0.119538 0.11807 0.10856 0.0906014 0.0888352 0.0848732 0.0824522 0.0917495 0.0781827 0.0660673
threshold=0.10752500000000002 0.13471500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.08815000000000002 1.0000000180025095e-35 0.13082500000000002 -0.04890499999999999 -0.23194499999999998 0.053180000000000012 -0.059649999999999988 -0.03241999999999999 0.076175000000000007 0.13597000000000004 0.099185000000000009 0.17025000000000004 -1.0000000180025095e-35 0.024790000000000003 0.010840000000000001 0.10774000000000002 -0.11242999999999999 -0.53964499999999982 0.27287000000000006 0.27834500000000006 -0.13927999999999999 -0.0068949999999999992 0.085210000000000022 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 23 14 9 17 -6 -1 15 16 -14 22 26 -12 25 29 -20 28 -11 -4 -5 -13 -3 -8 -28 -9 -2
right_child=1 8 6 5 7 -7 11 20 -10 21 12 24 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00078561668833734312 0.00034975580688492925 0.00025771850778999954 0.00054425007994978033 0.00067396288238514483 0.00033025583739276803 0.00029518119645891364 0.00066924705037752364 0.00029322282560291437 0.00034451895647514121 0.00058824908026861337 0.00069908436430501713 0.00055057511192087565 0.00055922705111150525 0.00034479026136242789 0.00078191597379890143 0.00046699048499145403 0.00050149499858711285 3.2257300486569017e-05 0.00048988696212082911 0.00028941995168227711 0.00023725448352954472 0.00042115338146686554 0.00065586929780298779 0.00053717595200124084 0.00042019973525686945 0.00012523676309173474 0.00061926400077739682 0.00057701791474903496 0.00043852475521360794 0.00022905760389917038
leaf_weight=22 20 23 35 24 36 36 89 24 29 72 53 159 76 26 40 29 20 50 21 71 37 21 782 83 23 97 672 280 35 136
leaf_count=22 20 23 35 24 36 36 89 24 29 72 53 159 76 26 40 29 20 50 21 71 37 21 782 83 23 97 672 280 35 136
internal_value=0 0.00028822 0.000601075 0.000359004 0.000497825 0.000499211 0.000621734 0.000418896 0.000149143 0.000489049 0.000587973 0.000597462 0.000563127 0.000504567 0.000657194 0.000608239 0.00064495 0.000115814 0.000278159 0.000335179 0.000324626 0.000550518 0.000651088 0.000567857 0.000534099 0.000150629 0.000612174 0.000606839 0.000379419 0.000244532
internal_weight=0 590 2531 391 422 143 2109 225 199 129 197 1252 175 102 857 1070 73 170 248 92 96 93 817 107 182 120 1041 952 59 156
internal_count=3121 590 2531 391 422 143 2109 225 199 129 197 1252 175 102 857 1070 73 170 248 92 96 93 817 107 182 120 1041 952 59 156
is_linear=0
shrinkage=0.00196078


Tree=8209
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 4 14 2 2 1 3 0 50 0 47 43 51 131 15 1 15 0 39 15 14 52 475
split_gain=6.58904 1.06265 0.715011 0.572026 0.375369 0.309553 0.228417 0.190524 0.196787 0.16562 0.158219 0.129942 0.124658 0.148335 0.116602 0.105167 0.0851488 0.0747613 0.0709026 0.0682711 0.0678133 0.0654083 0.0643346 0.124781 0.0774561 0.0592778 0.0592284 0.053738 0.0517879 0.059969
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.077845000000000011 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.11474000000000002 0.13247500000000004 0.085110000000000005 -0.11171999999999999 -0.22491999999999998 0.086295000000000011 -0.10324499999999999 0.090100000000000013 -0.080324999999999994 -0.085989999999999997 0.09031500000000002 -0.41942499999999994 1.0000000180025095e-35 -0.03241999999999999 -0.038659999999999993 0.093755000000000019 -0.097454999999999986 -0.41790499999999997 0.26746000000000009 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 9 -5 8 -4 12 -6 14 28 -14 -7 21 26 19 -8 -3 -2 -9 24 -24 -16 -23 -15 -10 29 -1
right_child=1 2 7 6 10 11 18 15 27 -11 -12 -13 13 16 22 -17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004431785387191682 0.00054308499309087862 0.00015144863280255194 0.00030650662017972844 0.00049988434908269832 0.00045639548003901224 0.00036315973280651116 0.00033006128687717142 0.00015222032637927544 0.00025436519327756962 0.00061931538220040213 0.00027406101930716066 0.00037650033500924939 0.00032453742864377359 0.00049519477140568099 0.00048212216635000124 0.00023719015184278582 0.00050642376868049815 0.00035526342922406615 0.00019152216722860056 0.00026756947643364205 0.00041758752979484257 -1.07840781614262e-05 0.00038632857435001153 0.00055189962982766182 0.00039819859354125569 0.00011971826257798677 0.0003609068284113826 0.00014261938837558676 0.0004622685160228913 0.00053368442964674243
leaf_weight=29 49 22 63 28 77 32 49 35 21 62 24 51 20 23 523 22 410 33 20 169 25 32 21 105 46 23 28 78 44 957
leaf_count=29 49 22 63 28 77 32 49 35 21 62 24 51 20 23 523 22 410 33 20 169 25 32 21 105 46 23 28 78 44 957
internal_value=0 0.000279013 0.000251628 0.000498079 0.00031383 0.000504167 0.000350518 0.000177848 0.000220839 0.00051999 0.000413068 0.000472175 0.000515915 0.000489853 0.000478887 0.000115664 0.000497025 0.000269084 0.000289905 0.000254194 0.000500687 8.59571e-05 0.000484215 0.000524304 0.000475337 4.37896e-05 0.000421468 0.000166323 0.000528085 0.000531022
internal_weight=0 673 599 2448 325 2351 97 274 162 1573 101 778 1511 481 727 112 461 224 69 191 74 90 695 126 569 55 51 99 1030 986
internal_count=3121 673 599 2448 325 2351 97 274 162 1573 101 778 1511 481 727 112 461 224 69 191 74 90 695 126 569 55 51 99 1030 986
is_linear=0
shrinkage=0.00196078


Tree=8210
num_leaves=31
num_cat=0
split_feature=1 155 0 133 12 15 3 47 52 474 3 2 30 150 1 43 2 40 15 12 1 402 402 402 16 0 3 13 43 4
split_gain=0.179913 0.0362343 0.0335879 0.0323305 0.0276603 0.032741 0.0339262 0.0299622 0.0365797 0.0302406 0.0353229 0.0229999 0.0303146 0.0240823 0.0227487 0.0399732 0.019284 0.0209825 0.0187653 0.0174144 0.0313578 0.0221833 0.022498 0.0454591 0.0273999 0.0635398 0.0211516 0.0301068 0.0216941 0.0197986
threshold=0.10920500000000001 0.084785000000000013 0.10455500000000001 -0.24227499999999996 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.077555000000000013 -0.087769999999999987 0.084855000000000014 0.097915000000000016 0.11548000000000001 0.084655000000000022 0.091355000000000006 0.093575000000000019 -0.080554999999999974 0.086000000000000007 -1.0000000180025095e-35 -0.026084999999999994 0.08815000000000002 0.089875000000000024 0.2506000000000001 0.086055000000000006 0.033490000000000006 -0.078844999999999985 -0.083914999999999976 -0.079864999999999978 -0.090204999999999994 -0.11720999999999999 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 -1 10 14 12 13 -5 16 -16 -10 -18 -13 20 26 22 23 -21 25 -24 28 -28 29 -6
right_child=1 -3 -4 11 19 -7 -8 -9 9 -11 -12 18 -14 -15 15 -17 17 -19 -20 21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0045787024342855654 0.0056293080231863205 0.0051267560160652339 -0.0021150562202646621 0.0036902976405567452 0.0049417025047457886 0.005656393498490021 -0.0005034836340480699 0.0051669173129608465 0.0053527003440719386 -0.0015562840714119376 0.0062104934067262908 0.0015168818640285131 0.00040812985692173243 6.2115609485079482e-05 0.0024953167875634234 -0.0022776363484029259 0.0037652598964700171 0.00058323581266449774 -0.0008607418962921471 0.0039129596235137577 0.0010141608444973827 0.00083983813807287299 0.0037497611616605095 -0.00067895576357841498 0.0041027171197088649 0.010761729977093638 0.0093618080295114359 0.0041873691578233696 0.004338493468328832 0.0088053202167862939
leaf_weight=86 23 35 21 142 36 52 26 66 26 20 23 223 50 21 47 28 43 40 39 1076 25 23 28 22 90 24 22 23 720 21
leaf_count=86 23 35 21 142 36 52 26 66 26 20 23 223 50 21 47 28 43 40 39 1076 25 23 28 22 90 24 22 23 720 21
internal_value=0 0.0020125 0.00180248 0.00196768 0.00399955 0.00329421 0.00299092 0.00323064 0.00282235 0.00215695 0.00251572 0.00179038 0.00256213 0.00322286 0.00205387 0.000713414 0.0029762 0.00223175 0.00116296 0.00415232 0.00450313 0.00391706 0.00397413 0.00382095 0.00515859 0.00698605 0.00460924 0.00671709 0.00448717 0.00636514
internal_weight=0 554 519 498 2567 457 405 379 313 227 207 475 213 163 184 75 109 83 262 2110 847 1263 1240 1098 142 52 822 45 777 57
internal_count=3121 554 519 498 2567 457 405 379 313 227 207 475 213 163 184 75 109 83 262 2110 847 1263 1240 1098 142 52 822 45 777 57
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=31
num_cat=0
split_feature=1 3 0 12 15 46 4 474 130 1 16 0 15 4 2 43 4 150 40 124 131 13 49 49 0 1 3 1456 402 52
split_gain=0.146225 0.028585 0.0313582 0.0267649 0.0291742 0.0294194 0.0307531 0.0500741 0.0259966 0.0229582 0.0182252 0.028304 0.0221337 0.0181904 0.0181656 0.0180834 0.0199215 0.0173415 0.0179591 0.0251032 0.0199621 0.018365 0.0166595 0.020231 0.0162186 0.0320887 0.0297859 0.0217268 0.0222066 0.0227964
threshold=0.11146500000000002 -0.028564999999999997 0.034820000000000011 0.078300000000000008 0.035560000000000008 0.084955000000000017 -0.17966999999999997 0.086990000000000012 -0.054924999999999995 0.095950000000000021 -0.034884999999999992 -0.084804999999999978 -0.089024999999999979 0.053180000000000012 0.13093500000000002 0.0010100000000000003 0.04735000000000001 0.116995 -0.08416499999999999 0.0026500000000000004 0.096070000000000016 -0.0025349999999999995 -0.0087849999999999977 0.091325000000000003 -0.089964999999999976 0.08776500000000001 -0.045649999999999989 -0.079704999999999984 0.087035000000000015 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 17 4 5 6 -1 9 -2 10 12 -12 22 24 15 16 -10 18 -3 20 21 -20 -8 -24 25 27 -26 -5 29 -29
right_child=1 2 -4 13 -6 -7 7 -9 14 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0043225698761501646 0.00026614960645222001 -0.00089021438453346492 -0.0024058395935951369 0.002212024756051876 0.0051312469859181396 0.0062971479240028815 0.0010727045197899525 -0.0025534764080393044 0.0050634220773831777 0.0014860727646563894 0.0059752100640914499 0.0020302067991466292 -0.00060765450762119151 0.0029260965803154788 0.0012699395786815635 0.0065757496119476858 0.0021876220367774957 -0.0010909811556339265 0.0012689009992914346 -0.0013813388349565988 0.0050950486763295805 0.0033207383284661776 0.0062356491505245991 0.0019855471106157417 0.0037641207753583137 0.001794354186858982 -0.00011975460685789586 0.0062270572182495862 0.0024457259902891776 0.003980407756753266
leaf_weight=73 36 25 23 27 53 21 26 22 39 151 44 31 21 244 36 20 63 25 137 21 22 64 24 21 1555 38 20 148 26 65
leaf_count=73 36 25 23 27 53 21 26 22 39 151 44 31 21 244 36 20 63 25 137 21 22 64 24 21 1555 38 20 148 26 65
internal_value=0 0.00173521 0.00115011 0.00358502 0.00291641 0.00264593 0.00246028 0.00206043 0.00269128 0.00237964 0.00318759 0.00434461 0.00224437 0.00373839 0.00324384 0.0038263 0.00328719 0.0014283 0.00166243 0.00192397 0.00223524 0.00192222 0.00308792 0.00425227 0.00384388 0.0045126 0.0037148 0.00490092 0.00520469 0.00554146
internal_weight=0 511 317 2610 487 434 413 340 194 318 167 75 92 2123 158 122 102 294 269 244 223 201 71 45 1879 304 1575 266 239 213
internal_count=3121 511 317 2610 487 434 413 340 194 318 167 75 92 2123 158 122 102 294 269 244 223 201 71 45 1879 304 1575 266 239 213
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=31
num_cat=0
split_feature=4 3 1375 49 2 15 42 3 15 12 0 15 484 39 52 1201 0 30 15 1203 484 484 49 484 51 1428 472 48 11 12
split_gain=0.12021 0.0432232 0.0330468 0.035751 0.0299044 0.0294524 0.0266471 0.028731 0.0251492 0.0289632 0.0212639 0.021098 0.0208968 0.0219284 0.0194348 0.0194021 0.0191708 0.0234391 0.0180922 0.0167348 0.0162528 0.0474436 0.0222627 0.0545584 0.0223254 0.0156346 0.0223776 0.0156003 0.015498 0.0310781
threshold=0.40124500000000002 -0.065229999999999996 -0.27302499999999996 0.14321000000000003 -0.0091949999999999983 -0.43375999999999998 0.11066000000000001 0.30112000000000005 -0.23060499999999998 1.0000000180025095e-35 0.024095000000000002 -0.23141499999999995 0.096415000000000015 0.089535000000000017 -1.0000000180025095e-35 -0.084114999999999981 -0.068944999999999992 0.085570000000000021 -0.14147499999999996 -1.0000000180025095e-35 0.087020000000000014 0.085790000000000019 0.11428500000000001 0.091880000000000003 -0.019375 0.08653000000000001 -0.095174999999999996 -1.0000000180025095e-35 0.081005000000000008 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 16 12 7 11 -1 -10 28 -6 13 -2 -5 -11 -4 -18 -13 -17 21 25 23 -22 -25 -21 -27 -20 29 -7
right_child=5 2 3 14 6 10 -8 -9 9 15 -12 18 -14 -15 -16 19 17 -19 27 20 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0067525581057204624 0.0035837389971971156 -0.0011633777670795099 0.0031834533348349702 0.0018583590128131351 0.0006359399296343327 0.00088904682992887139 0.0010903780357835546 0.0012333855707303452 0.00072215198845852443 0.00030725989956408738 -0.0027683132793754339 0.0064732831599109853 -0.00025066934067581316 0.00089852008700290757 -0.0020973991278720942 0.0059579278772267019 -0.0027751076134986115 0.0017167237372352527 0.0055713038244802095 0.003322073650288387 0.0086032360241127519 -0.0014060450745524752 0.0013315150652834704 0.00094294062132989484 0.0045045245151744571 0.00233747832782683 0.0065093832193977297 0.0033868962094775372 0.0028312175720930101 -0.003487342533189804
leaf_weight=22 83 24 24 27 23 86 61 59 41 20 22 23 32 48 23 26 21 26 36 1755 30 21 21 22 88 20 36 356 25 20
leaf_count=22 83 24 24 27 23 86 61 59 41 20 22 23 32 48 23 26 21 26 36 1755 30 21 21 22 88 20 36 356 25 20
internal_value=0 0.00316224 0.00248346 0.00261236 0.00281694 0.00110489 0.0030629 0.003305 0.00338926 0.00335368 0.000108423 0.00358405 0.00204023 0.00259984 3.87103e-05 0.0034066 0.00088395 -0.000290265 0.00374744 0.0034373 0.00340442 0.00331976 0.00436771 0.00482314 0.00379221 0.00337456 0.00501942 0.00358751 0.000591539 6.3313e-05
internal_weight=0 2805 703 679 629 316 558 497 2102 2080 153 438 163 131 50 2039 71 47 415 2019 1993 1832 161 140 110 1811 56 392 131 106
internal_count=3121 2805 703 679 629 316 558 497 2102 2080 153 438 163 131 50 2039 71 47 415 2019 1993 1832 161 140 110 1811 56 392 131 106
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=31
num_cat=0
split_feature=1 3 148 148 147 2 4 376 147 0 52 16 16 483 43 150 14 15 11 12 41 16 2 0 0 483 157 160 1444 50
split_gain=0.0990135 0.0229136 0.0225811 0.0202332 0.0236797 0.0200724 0.0195552 0.0220833 0.01825 0.0316129 0.0179052 0.0475637 0.0224626 0.0208022 0.0186997 0.0205365 0.0163232 0.0163087 0.0147052 0.0286632 0.0432226 0.0236828 0.0171373 0.0269128 0.018627 0.0158771 0.0193823 0.018073 0.0155695 0.0172508
threshold=0.11146500000000002 0.31299000000000005 -0.078044999999999989 -0.10665499999999999 0.089365000000000014 0.098630000000000009 0.41257000000000005 0.080200000000000007 0.096620000000000011 -0.083554999999999977 0.039215000000000007 0.40020000000000006 0.24134000000000003 1.0000000180025095e-35 0.10915000000000001 0.083895000000000011 -0.47013499999999991 -0.12255999999999999 0.075910000000000019 0.085785000000000014 0.07677500000000001 -0.034884999999999992 -0.0091949999999999983 -0.07384499999999998 0.12500000000000003 -0.095084999999999989 -0.061169999999999995 0.10285000000000001 -0.050539999999999995 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 18 7 17 9 -6 11 13 -12 14 15 -7 -8 -4 22 21 -21 -20 23 -5 25 26 -24 28 -27 -30
right_child=1 -3 6 4 8 10 16 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0060762214579153807 -0.0010002935654483736 0.00011442193094439604 0.0057356590242125102 0.0038962253279840719 -0.0028134682236916641 -0.00019978513111815839 0.0037696175055489654 0.00011074210284277796 0.0035578511998755856 0.0023840971253812314 0.0035267787690012329 0.0033543706742177604 -2.9171349888201802e-06 0.0038088834071531895 0.0030529580963775515 0.0025459666431689749 0.00079284604875526083 0.0026968398685366631 0.0039197929097678176 0.0057601258046925076 3.9490190309671955e-05 0.0086147301264905517 0.0069829621923748744 -0.00027910325456775213 0.0059744086624546489 0.0048205823562360219 0.0033865687013801904 0.0012192117387063005 0.0030671446457553766 0.0015325492082387451
leaf_weight=20 28 111 20 26 22 137 21 30 20 25 183 157 20 25 30 34 150 151 22 25 28 21 22 38 22 48 47 56 1505 77
leaf_count=20 28 111 20 26 22 137 21 30 20 25 183 157 20 25 30 34 150 151 22 25 28 21 22 38 22 48 47 56 1505 77
internal_value=0 0.0013856 0.00173835 0.00290777 0.0028833 0.00293257 0.00194448 0.00261323 0.00102781 -4.88058e-05 0.00241976 0.00201734 0.00317903 0.00108851 0.000750154 0.000346154 0.00115841 0.00305226 0.00308771 0.00429431 0.0027379 0.00621267 0.0030248 0.00141712 0.0030827 0.00304645 0.00453324 0.0029856 0.00304629 0.00299245
internal_weight=0 511 400 2610 2590 2523 372 201 67 47 586 383 203 226 201 171 171 171 1937 96 53 43 1841 64 1777 1755 69 1686 1630 1582
internal_count=3121 511 400 2610 2590 2523 372 201 67 47 586 383 203 226 201 171 171 171 1937 96 53 43 1841 64 1777 1755 69 1686 1630 1582
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 4 47 2 0 2 2 52 52 0 1 12 12 47 4 14 51 0 472 16 42 2
split_gain=7.63435 1.37303 0.772134 0.618064 0.562511 0.323286 0.297263 0.259269 0.213498 0.211771 0.185345 0.165228 0.0937251 0.0897601 0.0889429 0.0838209 0.0798579 0.0695211 0.0670831 0.0593701 0.0561127 0.0559458 0.15486 0.0495669 0.0608802 0.0593639 0.0472969 0.0714931 0.0889577 0.0764665
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13247500000000004 0.062655000000000016 0.27834500000000006 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.089885000000000007 -0.22491999999999998 0.14530500000000005 0.17760500000000004 -0.56176499999999996 0.12603000000000003 0.18019500000000002 0.086920000000000011 0.082480000000000012 0.096475000000000019 0.090100000000000013 0.26450500000000005 -0.46413499999999996 -0.065634999999999985 -0.15350499999999997 -0.019179999999999999 0.013515000000000001 0.083935000000000023 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 7 11 -5 20 14 18 -13 16 -4 -14 21 -17 26 -20 -6 23 -23 -3 -25 -26 -1 -28 -29 -30
right_child=1 2 10 8 9 -7 -8 -9 -10 -11 -12 12 15 -15 -16 17 -18 -19 19 -21 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=0.00061116979007352456 0.00052417202653715111 0.00032091555363880376 0.00014086769275420015 0.00047858240514684301 0.0005252518127543287 0.00036101884887865623 0.00063334339851362192 0.00030270088713038417 0.00028467969953946767 0.00027926826534333367 0.00030542327117659613 0.00037928275148725615 0.00058313008046182824 0.00013231269533143324 3.4739890285087941e-05 0.00049721164473661014 0.00035236820889015993 0.00038008843603379587 0.00044794157443721778 0.000518361263164953 0.00041930857788877754 0.00042958391898152541 0.0001990204827640863 0.00014102413127013846 0.00029926928008943939 0.0002134301587577133 0.00054210971251412087 0.00055224805814670585 0.00033146309940253985 0.00049723875339683667
leaf_weight=34 76 21 117 34 29 51 84 22 61 38 22 26 43 25 41 756 29 20 53 350 57 21 24 31 42 118 817 36 20 23
leaf_count=34 76 21 117 34 29 51 84 22 61 38 22 26 43 25 41 756 29 20 53 350 57 21 24 31 42 118 817 36 20 23
internal_value=0 0.000275538 0.000244812 0.00050911 0.000289504 0.000515417 0.000518865 0.000514494 0.000354076 0.00040117 0.000136806 0.000516633 0.000495183 0.000244982 0.000113328 0.000498862 0.00025483 0.000494193 0.000530231 0.0005091 0.000455034 0.000243824 0.000306617 0.000230495 0.000220554 0.000235963 0.000539387 0.000536663 0.000480338 0.000420134
internal_weight=0 691 615 2430 435 2335 2284 2200 95 124 180 2178 845 311 158 819 286 776 1333 403 86 257 45 212 191 160 930 896 79 43
internal_count=3121 691 615 2430 435 2335 2284 2200 95 124 180 2178 845 311 158 819 286 776 1333 403 86 257 45 212 191 160 930 896 79 43
is_linear=0
shrinkage=0.00196078


Tree=8215
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 150 44 49 10 10 401 47 2 34 2 4 12 16 133 12 43 3 1455 2 12 13 12 0 4 160 43
split_gain=0.106331 0.0316288 0.0282288 0.0225891 0.0265842 0.0181675 0.019906 0.0177583 0.0418507 0.0228584 0.0174964 0.0246106 0.0417005 0.0218806 0.0180882 0.0196251 0.0215563 0.0162994 0.0146895 0.0164249 0.023295 0.0168098 0.0163711 0.0144833 0.036687 0.036639 0.0145098 0.0290293 0.0149835 0.0248352
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.084824999999999998 0.12314500000000002 0.081805000000000017 0.15665000000000004 -0.062879999999999978 -0.38124499999999995 0.085900000000000018 0.096770000000000009 0.079055000000000014 -0.0011599999999999998 0.086100000000000024 -0.064054999999999987 -1.0000000180025095e-35 0.066275000000000014 0.086990000000000012 0.099815000000000015 -0.073404999999999984 -0.076234999999999983 0.09550500000000002 0.095545000000000005 0.097575000000000009 -0.008624999999999999 0.097145000000000023 0.10455500000000001 -0.15764999999999998 -0.54200499999999985 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 8 -2 -9 11 12 17 -13 15 -15 -17 -5 23 20 22 -21 -20 25 -25 26 27 -3 29 -29
right_child=7 18 -4 4 -6 -7 -8 9 -10 -11 -12 13 -14 14 -16 16 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.005459310732355031 0.0015461218781317311 0.00029571650223207305 -0.0009127618377813353 0.0039358045926372355 -0.0012537227521534078 0.0051486487461564444 -0.00060899477155709812 0.0016488482527316614 -0.0042188068642281 -0.0017815323263805892 0.0048479589729987348 0.0055447936623968415 -0.001798877669757025 0.00095233433613819735 0.0020029665783811872 0.0072186553656501925 0.0033656848089347758 0.00044255915933965966 0.0037378282834505359 0.0023332953057405722 0.006036060550000652 -0.00069084751186892395 0.0010326569015160203 0.0067238312983998842 0.002229699942365508 -0.0010625480138696732 0.0047834894712928044 0.0074732301121746949 0.0031894519240358299 0.0032304793569523644
leaf_weight=24 34 34 26 34 20 24 22 259 20 21 29 25 36 21 233 20 53 22 62 227 28 20 35 39 34 20 59 22 1581 37
leaf_count=24 34 34 26 34 20 24 22 259 20 21 29 25 36 21 233 20 53 22 62 227 28 20 35 39 34 20 59 22 1581 37
internal_value=0 0.00295949 0.00230872 0.00245749 0.00232383 0.00246169 0.00233142 0.00107135 -0.000589037 0.00139157 0.00246818 0.00231274 0.000856457 0.00269336 0.00247537 0.00364631 0.00442129 0.00256346 0.00313388 0.00256113 0.00349518 0.00208843 0.00276174 0.00325056 0.00463067 0.00319309 0.00324221 0.00318788 0.00324784 0.00481252
internal_weight=0 2787 589 563 539 519 495 334 54 280 473 444 92 352 327 94 73 56 2198 372 125 247 97 1826 73 1753 1733 1674 1640 59
internal_count=3121 2787 589 563 539 519 495 334 54 280 473 444 92 352 327 94 73 56 2198 372 125 247 97 1826 73 1753 1733 1674 1640 59
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=31
num_cat=0
split_feature=1 2 1 15 41 50 50 159 15 393 1455 484 3 42 16 159 481 2 480 157 4 3 0 1209 159 2 160 51 160 483
split_gain=0.0862438 0.0211351 0.0209775 0.01729 0.0225103 0.0223135 0.0286504 0.0286467 0.024965 0.0234706 0.0226232 0.0217197 0.018844 0.0222173 0.0167532 0.0283716 0.0199904 0.0400606 0.018331 0.0166671 0.0235342 0.0331059 0.0160211 0.0151488 0.0156032 0.0230053 0.0219414 0.0198372 0.0301245 0.0191594
threshold=0.11146500000000002 0.25063000000000007 0.14262000000000002 0.083195000000000005 0.075585000000000013 1.0000000180025095e-35 0.10672000000000002 -0.46048499999999998 0.081070000000000017 0.086855000000000016 0.082590000000000011 -0.085604999999999987 -0.07359499999999998 0.083935000000000023 0.0028900000000000006 -0.085489999999999997 -0.08452999999999998 0.083995000000000014 0.08759500000000002 -0.13847499999999999 -0.010384999999999998 0.149315 -0.062294999999999996 0.091400000000000023 0.082585000000000006 0.10855000000000002 -0.089549999999999991 -0.087719999999999979 -0.00363 -0.08155999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 -3 5 14 8 12 -8 9 23 11 -9 13 -7 15 18 17 -17 -5 -2 21 22 -21 24 29 26 -26 -28 -29 -1
right_child=1 2 -4 4 -6 6 7 10 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0044576416768205276 -0.001251854544638523 0.0010630918812239542 -0.0031772735342383385 0.0075112247799077759 0.0057236277672927834 0.0080926049412006432 0.004467731060813768 0.0045219582418212665 -0.0011973793125071098 -0.00087142232170497836 -0.0012680607847869398 0.0014842218297580782 0.0024846687899245062 0.0043441217869258251 0.0018690284758652231 -0.0018051276691257957 0.0030852396359159632 0.0038560133911669258 0.0035187306085034558 0.0068547672498971233 0.0013042965995697636 6.9041868714107714e-06 0.0032468347730173265 -0.00011627036260704148 0.0062273160606208773 0.00060584674957984443 0.004433727717480144 -0.00090236484690609832 0.0031770577974727051 0.0021927145552967011
leaf_weight=39 21 28 20 23 30 21 54 32 20 22 21 89 34 64 127 25 817 25 23 20 368 22 32 23 27 30 74 23 85 882
leaf_count=39 21 28 20 23 30 21 54 32 20 22 21 89 34 64 127 25 817 25 23 20 368 22 32 23 27 30 74 23 85 882
internal_value=0 0.00129366 -0.000703727 0.00271429 0.00302306 0.00249975 0.00325039 0.00250728 0.00230672 0.00236488 0.00176175 0.00228759 0.00447435 0.00527022 0.00294516 0.00309485 0.00296645 0.00102544 0.00551498 0.00150073 0.00163151 0.00325873 0.0046345 0.00242507 0.00247545 0.00319542 0.00356712 0.00317248 0.00230829 0.00228862
internal_weight=0 511 48 2610 1070 1540 315 196 1225 1205 142 121 119 85 1040 913 867 50 46 463 442 74 52 1183 1160 239 209 182 108 921
internal_count=3121 511 48 2610 1070 1540 315 196 1225 1205 142 121 119 85 1040 913 867 50 46 463 442 74 52 1183 1160 239 209 182 108 921
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=31
num_cat=0
split_feature=1 12 9 44 3 15 147 10 13 52 13 52 52 52 14 0 131 13 12 1201 151 4 2 393 399 132 42 1203 12 1455
split_gain=0.0725132 0.0236824 0.0259541 0.0233759 0.0255329 0.0275322 0.0210603 0.02591 0.0230703 0.0189288 0.0420408 0.0174564 0.01618 0.0293186 0.0231479 0.0353395 0.0215961 0.018548 0.0242279 0.0153909 0.0153813 0.0146852 0.0146737 0.0143593 0.0244693 0.0202788 0.0142783 0.0136895 0.0141943 0.032398
threshold=0.12000500000000001 -0.085119999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.11296500000000002 -0.018314999999999994 0.089365000000000014 -0.0093599999999999985 -0.16152999999999998 -0.087769999999999987 -0.0082249999999999979 -0.066844999999999988 -0.23375999999999997 -0.16675999999999999 -0.36617499999999997 0.024095000000000002 0.10033500000000002 -0.068269999999999983 -1.0000000180025095e-35 -0.084114999999999981 -0.078349999999999989 0.42051500000000003 0.11362000000000001 0.10585500000000002 0.08759500000000002 -0.083284999999999984 0.086375000000000021 -1.0000000180025095e-35 0.091475000000000015 0.10563500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 6 22 7 -4 -9 -1 26 -8 -2 -14 -15 16 17 18 21 -10 -19 -16 -6 27 -25 -26 -11 -21 29 -29
right_child=12 2 3 -5 5 -7 11 8 19 10 -12 -13 13 14 15 -17 -18 20 -20 23 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0031482420355314388 0.002908602187081295 -0.0010272155028013955 0.0060745274670244683 0.0051885920071072181 0.0039590354482815773 -0.0012118091488159018 0.0026677999706210005 -0.0002567821314783189 -0.00018126735347323119 0.0026869497061067938 -0.0033220178736056288 -0.00096824860102647263 -0.0030920921990764331 0.0032011603288402829 0.0027294469945546656 -0.0025804148681345396 0.0039511606732214035 -0.00067235995316877967 -0.0021817206690320744 0.0048448681831359868 0.0025047406067642444 -0.00032071850636336758 0.00091006307997495723 0.006983628342859447 0.0049725542853896821 0.00062811157920143832 0.00036408206860704182 0.0026667847365320564 0.0022122511478806536 0.0062990643689408909
leaf_weight=40 34 21 21 32 27 38 23 29 20 51 22 31 20 37 27 32 22 20 40 26 64 38 38 20 21 22 55 1383 842 25
leaf_count=40 34 21 21 32 27 38 23 29 20 51 22 31 20 37 27 32 22 20 40 26 64 38 38 20 21 22 55 1383 842 25
internal_value=0 0.00240038 0.00247421 0.00250252 0.00246902 0.000926482 0.00253353 0.00257731 0.00254655 0.00124943 0.000656051 0.000580439 0.000841141 0.000606828 0.000871037 0.000516244 0.00098588 0.000640715 -0.000245343 0.00258101 0.00174829 0.000946273 0.00217656 0.00260463 0.00409388 0.00274982 0.00148169 0.00256341 0.00253705 0.00273128
internal_weight=0 2787 2619 2598 2566 103 2463 2409 2388 168 128 54 334 300 280 243 211 189 105 2359 84 65 65 2339 63 43 106 2276 2250 1408
internal_count=3121 2787 2619 2598 2566 103 2463 2409 2388 168 128 54 334 300 280 243 211 189 105 2359 84 65 65 2339 63 43 106 2276 2250 1408
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 14 2 0 49 4 150 11 3 1 1 1 52 124 15 1 52 47 51 13 13
split_gain=8.48251 1.35755 0.711496 0.586446 0.472498 0.468124 0.27638 0.238767 0.228188 0.22435 0.197334 0.154271 0.153563 0.133822 0.121272 0.118321 0.104242 0.118952 0.0977948 0.0971836 0.0880631 0.0859559 0.0828256 0.081727 0.078312 0.0715214 0.0676867 0.0662165 0.0657465 0.0683699
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 0.13501500000000002 0.09253500000000002 0.10613000000000002 0.062655000000000016 -0.090999999999999984 -0.18113999999999997 -0.054984999999999992 -0.062539999999999984 0.090480000000000019 1.0000000180025095e-35 -0.11171999999999999 0.15799000000000005 0.086920000000000011 0.12958500000000003 -0.034054999999999995 -0.081214999999999982 0.024640000000000006 0.13075500000000004 0.40674500000000008 0.090280000000000013 -1.0000000180025095e-35 -0.15078499999999997 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 10 22 12 -4 20 11 -1 15 -2 -11 -7 17 21 -6 25 -8 -14 -3 27 -5 -13 -15 -18 -19 -30
right_child=1 4 8 24 18 7 9 -9 -10 14 -12 19 16 26 -16 -17 23 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00042509542007842594 0.00037662108795588736 0.00025732180124964392 0.00052818324311605235 0.00034543361916553739 0.00017710342200684059 0.00051495411553597443 0.00049621707264596072 0.00040165677101136751 0.00032886245299259376 0.00042834671051531978 0.00070380061993610037 0.00060447847144932032 0.00035232527035416339 0.00058811597974418059 0.00027319700218463429 0.00032151262878495106 0.00063948754586425484 0.00043869408030135958 4.7378503563734344e-05 0.00056489167161398912 0.00033224522227457928 0.00051346404211861745 0.00014213396834094095 0.00070959403102888782 0.00021290721621340008 0.00049816015654919189 0.00049528564447337065 0.00050690468943336096 0.0005807927209956974 0.00053915670383097175
leaf_weight=22 23 48 34 60 80 31 34 48 63 22 59 903 20 58 162 20 30 20 31 395 20 35 48 25 24 25 63 28 225 465
leaf_count=22 23 48 34 60 80 31 34 48 63 22 59 903 20 58 162 20 30 20 31 395 20 35 48 25 24 25 63 28 225 465
internal_value=0 0.000314741 0.000563297 0.000437771 0.000251705 0.000570087 0.000288538 0.000536398 0.000398727 0.000324361 0.000592811 0.000587942 0.000543592 0.000513722 0.000291748 0.000439095 0.000549877 0.000542716 0.000140874 0.00059065 0.000435487 0.000454868 0.000199728 0.000615877 0.000307569 0.000601614 0.000539783 0.000575482 0.000549521 0.000552734
internal_weight=0 673 2448 228 445 2351 334 947 97 238 1404 1345 899 144 184 51 848 765 111 1323 54 55 96 83 84 928 121 58 710 690
internal_count=3121 673 2448 228 445 2351 334 947 97 238 1404 1345 899 144 184 51 848 765 111 1323 54 55 96 83 84 928 121 58 710 690
is_linear=0
shrinkage=0.00196078


Tree=8219
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 2 4 0 4 150 15 49 50 12 4 1 124 39 1 47 1 2 52 399 47
split_gain=15.1019 2.38074 1.30157 1.13734 0.83532 0.764001 0.474656 0.417307 0.416547 0.385103 0.316174 0.229478 0.281431 0.226372 0.213882 0.205018 0.170997 0.150536 0.129955 0.165178 0.12942 0.128741 0.126546 0.116388 0.137055 0.11057 0.0931355 0.0917578 0.0816646 0.0794325
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099515000000000006 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.062655000000000016 0.10497000000000002 0.033845000000000007 -0.11173999999999999 -0.062539999999999984 1.0000000180025095e-35 -0.097454999999999986 -0.054984999999999992 0.041865000000000006 0.09141500000000001 -0.52556499999999995 0.13075500000000004 -0.081214999999999982 0.095830000000000012 0.083345000000000016 0.093140000000000014 0.12958500000000003 0.31358000000000003 -0.56176499999999996 0.091580000000000009 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 6 21 -4 14 11 25 12 15 -12 27 -1 -2 26 19 -14 -5 -3 -15 -13 -25 -8 -7 -6 -20 -18
right_child=1 5 7 20 8 17 10 -9 -10 -11 13 23 18 22 -16 -17 29 -19 28 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00071626652765761857 0.00043326223585500562 0.00023832287611987661 0.00060367397147616437 0.00034982592725724566 0.00071627867006349795 9.5911034974797944e-05 0.00056964259509459814 0.00033412756264404532 0.00039665314584029797 0.00081530304892820965 0.00047407595903363106 0.00063733054871403013 0.00086459642584948613 0.00029690334834910195 0.00043826129663140836 0.00049394007876155783 0.00066280164062226766 0.00022569604184293098 0.00065131067466872984 0.0006930160805156938 0.00017945739722908076 9.4713527253475891e-05 0.00016164592491043373 0.00039637056106299744 0.00060736049543449089 0.00037223975265435145 -4.8276034276628123e-05 0.00060667705615194574 0.00077117670705353003 0.0005617397380810158
leaf_weight=23 23 48 34 60 32 61 24 63 41 76 24 103 22 137 28 52 67 26 438 1107 24 48 33 20 29 20 24 357 23 54
leaf_count=23 23 48 34 60 32 61 24 63 41 76 24 103 22 137 28 52 67 26 438 1107 24 48 33 20 29 20 24 357 23 54
internal_value=0 0.000319544 0.000651194 0.00048247 0.000660378 0.000236067 0.000282904 0.000428608 0.000585237 0.000678557 0.000329849 0.000672838 0.000679496 0.000295814 0.000603779 0.00056212 0.000588241 9.51355e-05 0.000685032 0.00069636 0.000301149 0.000166518 0.000270647 0.000599907 0.000521242 0.000479914 5.51994e-05 0.000615693 0.000657291 0.0006177
internal_weight=0 673 2448 228 2351 445 334 97 458 1893 238 1817 1665 194 417 75 144 111 1590 1129 84 96 170 152 49 44 85 389 461 121
internal_count=3121 673 2448 228 2351 445 334 97 458 1893 238 1817 1665 194 417 75 144 111 1590 1129 84 96 170 152 49 44 85 389 461 121
is_linear=0
shrinkage=0.00196078


Tree=8220
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 11 4 2 1 4 13 1 4 15 15 1 2 4 4 12 3 106 3 13 1375 0 3 4
split_gain=10.3038 1.68773 1.13629 0.958966 0.683514 0.522902 0.43518 0.340912 0.340412 0.301044 0.230919 0.214295 0.185992 0.169478 0.220792 0.141373 0.123281 0.11012 0.107127 0.0987307 0.0823733 0.0784397 0.0765685 0.0747238 0.074296 0.0825436 0.0746947 0.0685804 0.0657582 0.0604558
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 1.0000000180025095e-35 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.36766000000000004 -0.28558999999999996 0.088975000000000012 -0.081114999999999979 0.024640000000000006 -0.41396999999999995 0.086920000000000011 0.14530500000000005 -0.14098499999999997 -0.036839999999999991 0.085355000000000014 -0.24163499999999996 0.087690000000000004 -0.11171999999999999 0.14871000000000004 0.083830000000000002 -0.23091999999999999 0.30112000000000005 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 18 6 7 9 -6 17 -5 12 -4 24 -15 19 -13 27 23 22 -2 -19 -9 28 25 -11 29 -1 -3 -26
right_child=1 2 11 10 8 -7 -8 15 -10 13 -12 16 -14 14 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00079835506923058453 0.00069712719788738331 0.00038045203475747211 0.00017719479975308858 0.0005855533439395337 0.00059168310074330743 0.00045171288873854218 0.00039583446375806539 0.00071092169530981894 0.00036915449445244054 0.00048055895578627496 0.00038504355691125231 0.00020601734639489222 0.00039612338807883959 0.00065538746823950642 0.00042026233351805526 0.00082009343072922544 7.1994513475593278e-05 0.00057926952909423824 0.00021884388935575688 0.00079676923742391409 0.00055737835202926129 0.00065718730868334456 0.00056065405302294221 0.00024349479111047143 0.00065402175148753124 0.00064154711058911156 0.00074589538320996398 0.00068227955766338654 0.00029589458943310253 0.00061659982151819582
leaf_weight=20 50 199 25 34 82 48 24 32 39 25 63 92 37 28 34 66 37 58 24 26 24 346 22 21 319 24 24 909 43 346
leaf_count=20 50 199 25 34 82 48 24 32 39 25 63 92 37 28 34 66 37 58 24 26 24 346 22 21 319 24 24 909 43 346
internal_value=0 0.000372439 0.000337926 0.000646384 0.000396358 0.000654267 0.000658488 0.000661254 0.000519959 0.00065498 0.000455325 0.000213109 0.000307846 0.000624911 0.000526448 0.000752918 0.000167577 0.000673026 0.000344248 0.000697499 0.000651803 0.000646001 0.000649702 0.000355691 0.000633183 0.00055941 0.00063843 0.000684778 0.000365427 0.000634551
internal_weight=0 673 599 2448 408 2351 2303 2279 121 2133 97 191 62 800 62 146 129 1333 287 80 74 404 54 263 738 49 689 929 242 665
internal_count=3121 673 599 2448 408 2351 2303 2279 121 2133 97 191 62 800 62 146 129 1333 287 80 74 404 54 263 738 49 689 929 242 665
is_linear=0
shrinkage=0.00196078


Tree=8221
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 1 47 14 2 13 130 160 16 1 1447 159 42 52 457 4 1 12 16 131 0 1
split_gain=7.85705 1.27853 0.791714 0.61808 0.576243 0.431097 0.31996 0.262665 0.238043 0.202245 0.166948 0.162561 0.0943198 0.0930049 0.109574 0.166273 0.0881685 0.0825586 0.0779634 0.079882 0.081708 0.111209 0.15495 0.0681817 0.0647201 0.0615921 0.0608648 0.0601242 0.0584163 0.0567242
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.40473500000000007 0.077845000000000011 0.13082500000000002 0.062655000000000016 0.17025000000000004 -0.004174999999999999 -0.054924999999999995 -1.0000000180025095e-35 -0.016164999999999995 0.091195000000000012 -0.082869999999999985 0.082105000000000025 0.075730000000000006 -0.56176499999999996 0.048635000000000005 -0.082109999999999975 0.085110000000000005 0.096475000000000019 -0.11118499999999999 0.09031500000000002 -0.080499999999999988 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 13 6 7 11 25 -5 12 17 -4 29 -15 -16 -17 -1 -9 20 21 -20 -23 -22 28 -6 -14 -2 -21 -3
right_child=1 2 10 9 8 -7 -8 18 -10 -11 -12 -13 26 14 15 16 -18 -19 19 24 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057050655852383789 0.00057944244920061182 0.00026596507632145242 0.00017239768242333981 0.00052391593070591198 0.00056110474207338406 0.00036140937703202049 0.00031384665771336056 0.00060721602570004652 0.00030444850090562419 0.00032548299123322385 0.00032306357192244122 0.0006688969070509685 0.00012723798459234024 0.00018159386429702644 0.00046365851362596661 0.00032743425067257345 0.00017771329723901172 0.00052862984344133931 0.00059760442688940854 0.00058018194819364896 0.00062625349162756896 0.00049119015169991193 0.00031685009876998311 0.0005253893188516646 0.00066481460960639283 0.00045010930944091888 -1.4386832957754057e-05 0.00046079621278966954 0.00048624983386081808 0.00018973063326527999
leaf_weight=1117 52 123 110 28 29 48 22 42 40 67 22 59 28 21 29 62 20 216 34 70 28 294 21 323 21 57 20 24 40 54
leaf_count=1117 52 123 110 28 29 48 22 42 40 67 22 59 28 21 29 62 20 216 34 70 28 294 21 323 21 57 20 24 40 54
internal_value=0 0.00030205 0.0002724 0.000539004 0.000317655 0.000545311 0.000549171 0.000551457 0.000429414 0.000383968 0.000163034 0.000568179 0.000140751 0.000272084 0.000311475 0.000336048 0.000290917 0.000563721 0.000524794 0.000520628 0.000512312 0.000491067 0.000479567 0.000533435 0.000565067 0.000487538 6.82276e-05 0.000541975 0.000546025 0.000242707
internal_weight=0 691 615 2430 435 2335 2287 2265 126 95 180 1392 158 309 132 111 82 1333 873 831 700 349 315 351 131 86 48 76 110 177
internal_count=3121 691 615 2430 435 2335 2287 2265 126 95 180 1392 158 309 132 111 82 1333 873 831 700 349 315 351 131 86 48 76 110 177
is_linear=0
shrinkage=0.00196078


Tree=8222
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 4 14 1 1 4 13 52 11 1 50 4 1 457 4 49 52 16 14 1 49 0 15
split_gain=16.2422 2.64693 1.54576 1.17534 1.06078 0.850836 0.575357 0.519772 0.447887 0.418041 0.28862 0.287926 0.274639 0.26567 0.211625 0.20514 0.196602 0.169907 0.162414 0.161644 0.345259 0.146273 0.143355 0.132332 0.120882 0.108533 0.105017 0.0962836 0.0944545 0.0931808
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 0.14285500000000004 0.09253500000000002 0.27287000000000006 0.062655000000000016 0.12811000000000003 0.091195000000000012 0.27834500000000006 -1.0000000180025095e-35 -0.52606999999999993 1.0000000180025095e-35 0.13075500000000004 0.041865000000000006 0.053925000000000008 0.088975000000000012 0.048635000000000005 -0.04890499999999999 -0.054984999999999992 -0.0092699999999999987 -0.013324999999999998 -0.46166999999999997 0.098420000000000021 -0.054319999999999993 -0.077429999999999985 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 8 9 12 -4 13 11 25 29 15 23 -2 19 -5 -6 -13 -7 26 -15 -16 -3 -23 -10 -21 -9 -17 -1
right_child=1 4 7 16 17 6 -8 27 10 -11 -12 18 -14 21 22 28 -18 -19 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080761146896025709 0.00070845019226500156 0.0002501203593887901 0.0006143964325951148 0.00036510470658053756 2.1130655851374104e-05 0.00063969485659836386 0.00039297127445374021 0.0003866593886346103 0.00041308022670301733 0.00086377211219648773 0.00011797371393471372 0.00064942335684255257 0.0004089638380808573 0.00059118886131281944 0.00040248107690325861 0.00083783155343696177 0.00015512281021383268 0.00020226519858621925 0.00047880933114808369 0.00053604592441343802 0.00032349290805594883 0.00050327679781498854 0.00058499533756106508 0.00039495341667608055 0.00029875869150547418 0.00024696628345591281 0.00073457624064106233 0.00023317699223221125 0.00069193381329595396 0.00070481944257100792
leaf_weight=35 45 79 34 60 85 744 39 33 20 59 73 202 20 20 21 24 24 26 24 20 20 20 78 35 25 62 21 30 59 1084
leaf_count=35 45 79 34 60 85 744 39 33 20 59 73 202 20 20 21 24 24 26 24 20 20 20 78 35 25 62 21 30 59 1084
internal_value=0 0.000317642 0.000661585 0.000489435 0.000229622 0.000671593 0.000626174 0.000419016 0.000284811 0.000702228 0.000207649 0.000695142 0.000636191 0.000351627 0.000596958 0.000641308 0.00030511 6.35586e-05 0.000631305 0.000631739 0.000534703 0.000451666 0.00054628 0.000294587 0.000389656 0.000287482 0.000637732 0.000313573 0.000734121 0.000708035
internal_weight=0 673 2448 228 445 2351 947 97 334 1404 155 1345 908 179 144 888 84 111 226 805 61 65 99 114 45 82 41 63 83 1119
internal_count=3121 673 2448 228 445 2351 947 97 334 1404 155 1345 908 179 144 888 84 111 226 805 61 65 99 114 45 82 41 63 83 1119
is_linear=0
shrinkage=0.00196078


Tree=8223
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 2 1 3 2 15 4 3 0 4 4 4 0 0 4 13 13 42 52 4 15 150 52 52 157 2
split_gain=0.245725 0.0466508 0.0360926 0.0320546 0.0334911 0.0300161 0.0250468 0.0230162 0.0215593 0.0212329 0.020752 0.0201652 0.0262944 0.0242916 0.0379715 0.0205758 0.0194123 0.0259672 0.0209916 0.0184839 0.0183298 0.0183165 0.0182214 0.0175944 0.0174343 0.0180129 0.0174145 0.0380216 0.0167422 0.027092
threshold=0.10920500000000001 -0.049509999999999992 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.31358000000000003 0.08864000000000001 0.10542000000000001 0.11411 -0.41942499999999994 0.40124500000000002 -0.13309499999999996 -0.13843999999999998 -0.14098499999999997 -0.42529999999999996 0.0033150000000000007 -0.067094999999999988 -0.12333499999999999 0.0067750000000000006 0.0036400000000000004 0.030370000000000005 -0.12099999999999998 0.0046550000000000003 0.27834500000000006 -0.12255999999999999 0.084495000000000015 -0.23798499999999997 -0.16675999999999999 -0.051074999999999988 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 6 26 -1 16 -2 -10 11 20 -13 14 -14 19 17 18 -8 -15 -4 -21 28 -11 -17 -26 -3 -28 -22 -30
right_child=1 5 10 -5 -6 -7 7 -9 9 23 -12 12 13 15 -16 24 -18 -19 -20 21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0046413545709390967 0.0045067022804653753 0.0046747987868175625 0.0071691820046936089 0.0062392271918118546 3.3876374520612167e-05 -0.0018465185618918877 0.0032352359988726677 0.0057145958697354358 0.0043237580118390424 0.0030266289775318003 0.0016585625192549612 0.0014328191968767594 0.0049199274608067107 0.0051160799897762045 -0.00078507324913516634 0.0063373765998309657 0.00078706008226921164 0.0051742336223304106 -0.00012232899580676869 0.0065676036808225841 0.0078143736526656623 0.0037876684514484035 0.0023272007587365807 -0.0010288594007168128 0.0035712335149953875 0.0062013934454720086 -0.0024123991839587692 0.0019853281805914669 0.0062254990012813021 0.0021105871530987014
leaf_weight=170 108 21 65 48 26 23 60 27 30 20 21 24 28 1308 20 31 45 44 27 27 26 194 20 23 255 29 21 308 48 24
leaf_count=170 108 21 65 48 26 23 60 27 30 20 21 24 28 1308 20 31 45 44 27 27 26 194 20 23 255 29 21 308 48 24
internal_value=0 0.00229211 0.00461433 0.00379773 0.00350401 0.00165287 0.0037459 0.00299601 0.00360942 0.00228194 0.00478651 0.0048178 0.00472201 0.00476373 0.00254284 0.00482155 0.00257895 0.00319449 0.00219323 0.00497316 0.00582072 0.0041273 0.00507793 0.000857414 0.0040856 0.00383981 0.00188283 0.00170462 0.0056393 0.00485386
internal_weight=0 554 2567 447 399 373 373 203 181 73 2120 2099 1916 1892 48 1844 176 131 87 1529 183 221 118 43 315 284 350 329 98 72
internal_count=3121 554 2567 447 399 373 373 203 181 73 2120 2099 1916 1892 48 1844 176 131 87 1529 183 221 118 43 315 284 350 329 98 72
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=31
num_cat=0
split_feature=1 2 12 12 44 4 474 1 43 47 133 43 4 48 52 15 151 1 457 4 15 4 0 151 3 3 41 16 12 4
split_gain=0.199037 0.0390629 0.0309737 0.0293076 0.0290737 0.0328791 0.0369252 0.0271318 0.0238878 0.0220835 0.0242616 0.0207153 0.020474 0.0304889 0.0237955 0.0186631 0.0299286 0.0184997 0.0189561 0.0179757 0.0165071 0.016323 0.0166708 0.0267165 0.0279627 0.0278201 0.0273161 0.0234887 0.0444797 0.0463463
threshold=0.10920500000000001 0.13622000000000004 1.0000000180025095e-35 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.080554999999999974 0.085505000000000012 0.089755000000000015 -0.05647499999999999 0.51388000000000011 0.016865000000000002 -0.07167999999999998 -0.41942499999999994 -1.0000000180025095e-35 0.10658000000000002 0.085540000000000019 -0.03898999999999999 -0.068899999999999975 0.053180000000000012 -0.086074999999999985 -0.088054999999999981 -0.08824499999999999 -0.13309499999999996 0.079395000000000007 -0.070454999999999976 0.083815000000000014 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 -1 7 -7 -9 10 15 -2 13 20 -15 -3 -17 18 -10 -4 -13 22 23 24 -5 26 -25 -27 -29 -30
right_child=1 9 19 21 -6 6 -8 8 17 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=0.0049177725490881135 0.00082129161945681975 0.0011508414324620092 0.0062335727017489261 -0.00014801694473828234 0.0064910387147643512 0.0038072224250764296 -0.0014007864799350503 0.0034289799962129637 -0.0018708711905938182 0.0029045800347375916 0.0033615031068967211 0.0067589279430519261 0.00042203318793326616 0.0043483187400159386 4.2282904597055736e-05 0.0010772588017841503 -0.0032079262138069728 0.003147016977891326 0.0020779207302257419 0.0032816829925434569 0.0031849433687360339 0.0035373961552737036 0.0042060193530039326 0.0089438226669752863 0.0046792222748211192 0.0053966403900475215 0.0045894493795931336 0.0074845689615505116 -0.0010320832465021384 0.0039738875019904828
leaf_weight=90 98 49 25 21 29 186 20 59 31 40 21 28 30 21 33 28 39 22 20 118 24 242 1273 34 28 280 25 31 21 155
leaf_count=90 98 49 25 21 29 186 20 59 31 40 21 28 30 21 33 28 39 22 20 118 24 242 1273 34 28 280 25 31 21 155
internal_value=0 0.0020629 0.00263826 0.00415289 0.00342686 0.00321924 0.00276696 0.00302908 0.00193262 0.000837402 0.000233846 0.00192968 0.00272838 0.00338112 0.00171685 -0.000332368 -0.0014171 0.00072323 -0.000322325 0.00379775 0.0051094 0.00431015 0.00441026 0.00484722 0.00261041 0.00504796 0.00709875 0.00479951 0.00399179 0.00337658
internal_weight=0 554 377 2567 457 428 338 318 132 177 137 234 136 106 54 116 67 73 51 143 52 2110 1868 595 49 546 59 487 207 176
internal_count=3121 554 377 2567 457 428 338 318 132 177 137 234 136 106 54 116 67 73 51 143 52 2110 1868 595 49 546 59 487 207 176
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=31
num_cat=0
split_feature=1 12 1 4 151 52 2 0 4 15 3 16 14 12 0 34 15 49 4 132 133 13 42 0 50 480 480 160 3 160
split_gain=0.161811 0.0483339 0.0260666 0.0252404 0.0201715 0.0290369 0.019238 0.0180761 0.0188912 0.0540595 0.0180117 0.0199835 0.0339513 0.0184781 0.0188874 0.0304884 0.0175021 0.0192701 0.0187912 0.0170705 0.0166669 0.0218546 0.0184481 0.0142206 0.0139757 0.0138901 0.0152148 0.0165799 0.0205935 0.0216826
threshold=0.11910500000000002 0.051320000000000005 0.08864000000000001 0.40124500000000002 0.015440000000000001 -0.067494999999999986 0.14285500000000004 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 -0.13309499999999996 -0.11118499999999999 -0.46166999999999997 -0.081419999999999979 -0.13455999999999999 -0.010024999999999997 0.13592500000000005 -0.15498999999999999 0.40124500000000002 0.08696000000000001 0.087035000000000015 -0.085964999999999986 0.086665000000000006 -0.26343999999999995 0.086295000000000011 -0.095389999999999989 -0.080264999999999989 -0.55248999999999981 -0.13309499999999996 0.085330000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 19 -6 -2 -1 -9 -10 -5 13 -13 14 -12 -16 17 -3 25 20 21 22 -4 -23 -8 -19 -27 -28 29 -29
right_child=3 16 4 10 5 -7 24 8 9 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0064719471024793822 0.0030363648814531559 0.0068557863002008008 0.0028526823674893068 0.0030919784246943895 0.0029678888972669553 -0.0016730588137371734 -0.0009337455737225425 0.0046733643452171241 0.0039274991698651949 -0.001281638871188517 -0.00057672104681842033 0.0011060642081290662 -0.0046509223533212204 -0.00045773390849153031 0.00029528248705901206 0.005463805753737689 0.0019187263736966998 0.0014208783914165741 0.0016470071799876925 0.00024408683637846954 0.0011453999259677578 0.0017651677133471823 -0.0009962611878290774 0.0040720636513189093 0.0025347363026369187 0.006182555806978296 0.0018719700033752583 0.0045959613129820656 0.0038569858266974616 0.0081040002737427144
leaf_weight=22 109 22 33 25 26 28 26 72 76 27 20 21 20 58 21 25 45 22 37 27 47 32 20 162 21 30 39 148 1840 20
leaf_count=22 109 22 33 25 26 28 26 72 76 27 20 21 20 58 21 25 45 22 37 27 47 32 20 162 21 30 39 148 1840 20
internal_value=0 0.00365797 0.00283893 0.00136456 0.00234964 0.000561472 0.00230715 0.00377031 0.00343067 0.002562 0.000590639 0.000211648 -0.00170222 0.00084446 0.00198881 0.00310426 0.00387063 0.00391133 0.003881 0.00265046 0.00287145 0.00319989 0.00140025 0.00369154 0.000616002 0.00392038 0.00394686 0.00391409 0.00395375 0.00501358
internal_weight=0 2775 572 346 375 54 156 197 175 103 190 165 41 124 66 46 2203 2158 2136 321 294 247 53 194 47 2099 2077 2047 2008 168
internal_count=3121 2775 572 346 375 54 156 197 175 103 190 165 41 124 66 46 2203 2158 2136 321 294 247 53 194 47 2099 2077 2047 2008 168
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 15 4 0 47 14 15 0 13 4 15 0 1 4 160 52 3 50 3 40 1 1
split_gain=9.16986 1.17971 0.975788 0.612229 0.602121 0.555363 0.379202 0.274218 0.334404 0.237695 0.186852 0.165918 0.156539 0.152748 0.147523 0.121612 0.117561 0.110269 0.16998 0.11631 0.106265 0.104982 0.131683 0.0991907 0.0971815 0.0927645 0.0814422 0.0779901 0.0747231 0.073605
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.053180000000000012 -0.23194499999999998 0.081320000000000017 0.076175000000000007 0.13592500000000005 -0.14001499999999997 -1.0000000180025095e-35 -0.064054999999999987 -0.037864999999999989 0.13134000000000004 0.10124500000000002 0.0067750000000000006 -0.011159999999999998 -0.53964499999999982 -0.10115999999999999 0.041865000000000006 0.12745000000000004 -0.063404999999999989 0.13075500000000004 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 11 7 13 29 -9 12 14 -1 20 15 -8 -4 27 19 -19 -13 21 22 -6 -2 -12 -7 -18 -10 -5 -3
right_child=1 5 6 28 9 25 10 8 16 -11 24 17 -14 -15 -16 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072056454292593157 0.00062793485722900221 0.00027924483338389179 0.00046343732517961341 0.00032953096907951084 0.00031332804492729553 7.4178913012183103e-05 0.00057023678296511864 0.00047211088518412953 0.00031412032444474958 0.00061024965580994562 0.0003600191777827693 0.0006510423655603447 0.00049946778266820289 0.0007167390532607415 0.00041060248439066043 0.00060441671633498849 0.00028468924939778506 0.00054861071406531474 0.00037150528402199326 0.00047995850656334303 0.0003090219639786941 0.00028839611450956314 0.00050269920695451343 0.00048572578601897718 0.00050773958369112332 0.00021652291931421554 0.00042121038297373875 0.00019875375620323268 0.00019642963451546393 0.00015244256490856725
leaf_weight=22 24 24 24 50 20 75 689 42 33 21 20 50 41 46 23 1188 42 74 29 22 74 21 48 88 119 23 28 71 24 66
leaf_count=22 24 24 24 50 20 75 689 42 33 21 20 50 41 46 23 1188 42 74 29 22 74 21 48 88 119 23 28 71 24 66
internal_value=0 0.00029554 0.000566988 0.000424759 0.000480919 0.000236048 0.00058421 0.00027719 0.000315079 0.000411616 0.000552243 0.000560073 0.000391168 0.000605834 0.00056508 0.000601625 0.000277174 0.000539897 0.000498746 0.000598767 0.000363927 0.000409578 0.000447002 0.000516199 0.000486485 0.000107586 0.000339298 0.00023536 0.000286363 0.000186257
internal_weight=0 590 2531 186 422 404 2109 306 216 225 851 197 204 1258 712 1212 174 175 103 72 163 89 68 112 139 98 70 104 74 90
internal_count=3121 590 2531 186 422 404 2109 306 216 225 851 197 204 1258 712 1212 174 175 103 72 163 89 68 112 139 98 70 104 74 90
is_linear=0
shrinkage=0.00196078


Tree=8227
num_leaves=31
num_cat=0
split_feature=1 155 3 2 9 4 14 4 16 0 10 3 52 151 1455 1453 3 151 49 160 3 52 50 474 2 2 16 52 474 48
split_gain=0.168045 0.0465927 0.0356167 0.0288927 0.0422315 0.0264463 0.0249735 0.0255439 0.0253141 0.0203933 0.0199143 0.0189259 0.0180974 0.0172639 0.0166438 0.0224202 0.0168032 0.0264022 0.0285967 0.0183477 0.019081 0.0277335 0.0214299 0.0192067 0.0191789 0.042583 0.0184338 0.0207181 0.0174754 0.0165683
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 -0.050494999999999991 -0.22253999999999999 0.51303500000000013 0.0013750000000000001 0.22582000000000002 -0.0026549999999999994 0.0022600000000000003 0.056145000000000007 -0.033849999999999991 -0.23681499999999997 -0.13306499999999996 -0.07359499999999998 0.050660000000000004 0.13087000000000001 -0.54200499999999985 -0.070099999999999982 0.10347000000000002 0.11941000000000002 0.086280000000000009 0.085730000000000015 0.079055000000000014 0.15891500000000003 -0.42635499999999998 0.090440000000000006 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 10 -5 7 -7 11 14 -2 29 -4 -13 -1 -16 -17 18 19 -18 21 -21 23 24 25 -22 -26 -28 -25 -8
right_child=1 -3 12 5 -6 6 8 -9 -10 -11 -12 13 -14 -15 15 16 17 -19 -20 20 22 -23 -24 28 26 -27 27 -29 -30 -31
leaf_value=0.0059127131826599219 0.0019692063071527223 0.0047295314312743196 -0.00065734874027531965 0.0041111589911834974 0.0037435833879906353 0.0042068715729959771 -0.00072574487272677719 -3.3997768186964092e-05 -0.0021959625231102111 0.00070881811683648271 -0.0017983203973562921 0.00072855310418697844 0.0022069805107094 0.0037439251793034071 0.00054644221439957617 0.0040676703324238625 0.0063390620339375276 4.4128334742378105e-05 0.00057465243153274057 0.0039064446346192445 0.0040516702640304046 -0.00014840589175301214 0.00074654587078839543 -0.00013335571391507984 0.0043497896598233233 0.0091597558891711138 0.0047397660852696467 0.0011939926114347245 0.0038690383846793942 0.0015587015742312361
leaf_weight=41 47 66 71 38 201 49 63 20 25 20 20 34 32 43 20 1694 26 22 30 37 51 31 21 20 216 24 26 45 24 64
leaf_count=41 47 66 71 38 201 49 63 20 25 20 20 34 32 43 20 1694 26 22 30 37 51 31 21 20 216 24 26 45 24 64
internal_value=0 0.00218852 0.00195131 0.00224441 0.00301883 0.00162672 0.00130991 0.00297763 0.000807404 0.00388841 0.000844571 0.00117546 0.00023254 0.00241246 0.00391572 0.00387992 0.00390933 0.00344122 0.00357686 0.00374973 0.00361372 0.00205791 0.00386149 0.0040226 0.0042624 0.00568626 0.00389031 0.00249244 0.00204977 0.000425472
internal_weight=0 773 707 604 268 336 298 69 229 2348 67 204 103 77 2328 2287 2267 573 551 521 495 68 427 406 362 75 287 71 44 127
internal_count=3121 773 707 604 268 336 298 69 229 2348 67 204 103 77 2328 2287 2267 573 551 521 495 68 427 406 362 75 287 71 44 127
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 150 4 0 15 12 1 4 47 0 11 12 43 4 3 0 1 399 12
split_gain=15.0731 2.33412 1.43765 1.21234 0.88203 0.718556 0.413947 0.39318 0.369693 0.354296 0.347277 0.281268 0.261508 0.219547 0.197207 0.291242 0.236918 0.160518 0.142245 0.120634 0.120233 0.11554 0.0694046 0.104867 0.0675472 0.0573176 0.0570776 0.0510515 0.048254 0.0459056
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.14122000000000004 0.14838000000000004 1.0000000180025095e-35 0.40945500000000007 -0.10607499999999999 -0.10653 0.09141500000000001 0.085605000000000014 -0.52556499999999995 0.090100000000000013 -0.060129999999999996 1.0000000180025095e-35 0.078300000000000008 -0.010739999999999998 0.0061450000000000003 -0.010424999999999999 -0.14116499999999996 0.16175000000000003 0.091580000000000009 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 14 11 -6 -5 12 13 21 -4 15 -1 18 26 -16 -3 24 29 23 -20 28 -15 -17 -13 -18 -7
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 27 -14 25 16 17 20 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059267321443246077 0.00052251693224485531 0.000147574470390792 0.00017860524624196532 0.00046409486998151881 0.00046431356966413211 0.00049887506263821696 0.0006852978050431969 0.00023097067599380503 0.00020470361620966905 0.00021573077113948207 0.00028526456928613768 -4.9746558550626989e-05 0.00029104727384613442 7.5604125432779685e-05 0.00071870580691249433 0.00056245886798109775 0.00051876530342574614 0.00032543465487500713 0.00038812484461988841 0.00027595968220872109 0.00040004656694051633 0.00057625234299967323 0.00055994396501304856 0.00054622520239497535 0.00044034209079231614 -1.7201928007440861e-05 0.00042616018961868862 -0.00016137991938826974 0.00061313075788730818 0.00045376396530125601
leaf_weight=48 71 191 45 34 71 161 76 37 30 63 41 63 28 40 21 21 393 48 23 33 37 49 1073 54 41 71 27 21 22 188
leaf_count=48 71 191 45 34 71 161 76 37 30 63 41 63 28 40 21 21 393 48 23 33 37 49 1073 54 41 71 27 21 22 188
internal_value=0 0.000186274 0.000146617 0.000517608 0.000235079 0.000526471 0.000543538 4.28266e-05 0.000387202 0.000302786 0.000457619 1.38211e-05 0.000474207 6.30773e-05 0.000537579 0.000467966 0.000543603 0.000405613 0.000558784 0.000166488 0.000507544 0.000487093 0.000555863 0.000499 0.000516267 1.62417e-05 0.000485791 -7.76549e-05 0.000523768 0.000474575
internal_weight=0 673 602 2448 325 2351 1884 277 101 97 467 240 426 156 1808 144 1664 96 1171 224 493 398 1150 77 456 111 48 84 415 349
internal_count=3121 673 602 2448 325 2351 1884 277 101 97 467 240 426 156 1808 144 1664 96 1171 224 493 398 1150 77 456 111 48 84 415 349
is_linear=0
shrinkage=0.00196078


Tree=8229
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 14 4 1 2 47 47 16 1 2 52 2 14 52 1 2 0 12 12 1 16 51 49 1
split_gain=12.4295 2.07175 1.42926 1.03385 0.871755 0.567795 0.513354 0.44123 0.354839 0.340798 0.304919 0.270307 0.189595 0.214981 0.144611 0.142927 0.13141 0.128112 0.123195 0.120903 0.119466 0.178428 0.112855 0.0879258 0.0869496 0.0818107 0.0806821 0.0823247 0.0787554 0.0764246
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.14122000000000004 0.062655000000000016 0.27834500000000006 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.090100000000000013 -0.105305 0.091195000000000012 0.17760500000000004 -0.16675999999999999 0.14019000000000004 -0.46166999999999997 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -0.15350499999999997 0.095780000000000018 0.096475000000000019 0.13075500000000004 -0.079504999999999978 0.0038750000000000004 -0.078034999999999979 0.12082500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 7 10 24 -5 14 15 17 29 26 -4 -9 18 -3 -12 23 -22 -20 -21 -6 -24 -1 -28 -11 -14
right_child=1 2 11 9 8 -7 -8 16 -10 28 19 -13 13 -15 -16 -17 -18 -19 22 20 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00073300237416749285 0.00069434763058645555 0.00046345779326706452 0.00019789218498438105 0.00063827222443025688 0.00070661528654174699 0.00039270537346601487 0.00047232531178573395 0.00069332052531250409 0.00038829120776797245 0.00046512086125848263 0.000758551174778824 0.00039964967035974549 0.00044483513662628101 0.00060412192823283586 0.00066093073078761543 6.1664537654495711e-05 0.00087507369022024161 0.00019117258099324966 0.00040444271624698054 0.00067895830350532668 0.00043507628047557745 0.00064659247862433936 0.00031308093168308309 0.00063571812650257649 0.00057075033718039436 0.00018575442347513592 0.00070538999052879251 0.00060303215320934266 0.00032645027785488932 0.00027342112292649736
leaf_weight=545 71 26 114 34 27 25 41 20 39 31 45 21 20 21 220 40 65 26 46 444 23 46 124 305 55 23 540 32 32 20
leaf_count=545 71 26 114 34 27 25 41 20 39 31 45 21 20 21 220 40 65 26 46 444 23 46 124 305 55 23 540 32 32 20
internal_value=0 0.000377566 0.000340204 0.000678444 0.000401368 0.000686629 0.000689788 0.00069369 0.000542258 0.000480066 0.000688334 0.000190965 0.000345656 0.00044347 0.00070688 0.000162508 0.000832308 0.000321303 0.000336752 0.000659602 0.000654158 0.000576087 0.000319683 0.00066135 0.000615486 0.000293159 0.00071593 0.000699664 0.000394685 0.000359128
internal_weight=0 673 602 2448 427 2351 2326 2285 121 97 2200 175 306 61 1337 154 85 245 219 863 818 69 193 749 82 147 1117 572 63 40
internal_count=3121 673 602 2448 427 2351 2326 2285 121 97 2200 175 306 61 1337 154 85 245 219 863 818 69 193 749 82 147 1117 572 63 40
is_linear=0
shrinkage=0.00196078


Tree=8230
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 4 2 4 14 11 50 1 457 1 47 15 16 2 16 52 1456 475 11 1 15 51
split_gain=12.893 2.25497 1.36494 1.08443 0.723656 0.569838 0.551189 0.391602 0.365337 0.382878 0.357564 0.312831 0.298423 0.195139 0.154776 0.152794 0.14655 0.185345 0.118283 0.10298 0.0931574 0.0926269 0.0821717 0.0898464 0.0775321 0.0905428 0.0769141 0.0766334 0.103845 0.093627
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.089885000000000007 0.40473500000000007 0.062655000000000016 1.0000000180025095e-35 0.086295000000000011 0.091195000000000012 0.080930000000000016 0.088975000000000012 0.090100000000000013 -0.087679999999999994 -0.079504999999999978 0.17760500000000004 0.24134000000000003 -0.14488499999999996 0.080615000000000006 -0.088274999999999978 0.082485000000000017 0.11669000000000002 -0.14147499999999996 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 18 6 10 19 9 -4 12 -6 15 16 21 20 22 -18 27 -1 -5 -10 23 -12 25 -22 -15 29 -29 -3
right_child=1 2 8 5 11 -7 -8 -9 14 -11 13 -13 -14 26 -16 -17 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00072209237503404378 0.00072776281492509221 0.00026644448293190379 0.00044204197975308623 0.0007698755731091651 0.00065961964665049179 0.00043303915826241356 0.00049080300241924042 0.0004401376165511019 0.00019587511878843057 0.00024650473663925381 0.00080385543620847637 0.00042080785470460753 0.00088367128586457446 0.0008793918759215112 0.00032433415876694004 0.00069418234741540732 0.00068222778557124086 0.00044515966074706436 0.0004971661101927094 0.00057808222000449753 0.00059298219195767939 6.8934030112468157e-05 0.0006552995668135138 0.00069987720491855934 0.00077753045854363429 0.00072798017665073531 0.00074859078743962006 0.00038702791161320698 0.00019384048897407803 0.00041070289411365203
leaf_weight=35 74 20 63 543 71 26 38 69 51 99 34 30 60 25 22 213 32 21 33 42 20 39 156 530 123 425 56 23 20 128
leaf_count=35 74 20 63 543 71 26 38 69 51 99 34 30 60 25 22 213 32 21 33 42 20 39 156 530 123 425 56 23 20 128
internal_value=0 0.000404846 0.000364953 0.000711283 0.000450895 0.000721676 0.000724974 0.000547412 0.000263015 0.000322547 0.00072895 0.000588685 0.000748418 0.000697398 0.000176905 0.000742289 0.000687804 0.000588295 0.000388767 0.000643541 0.000751512 0.000140867 0.000695129 0.000706145 0.000733957 0.000721913 0.000788961 0.000370038 0.000297173 0.000391209
internal_weight=0 673 599 2448 325 2302 2276 146 274 162 2238 101 1384 854 112 1324 773 53 224 77 1111 90 720 564 568 445 81 191 43 148
internal_count=3121 673 599 2448 325 2302 2276 146 274 162 2238 101 1384 854 112 1324 773 53 224 77 1111 90 720 564 568 445 81 191 43 148
is_linear=0
shrinkage=0.00196078


Tree=8231
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 15 41 43 1209 147 3 13 0 43 12 15 4 13 1 16 4 52 15 3 43 43 49 2 133 13
split_gain=0.286884 0.0730926 0.0578069 0.0274406 0.0251597 0.0223358 0.0410143 0.0297144 0.0280295 0.0234392 0.0272692 0.018777 0.0220167 0.0189866 0.0181863 0.0288913 0.0271123 0.0246331 0.0185376 0.0179408 0.0184993 0.026918 0.0283693 0.0212336 0.0273501 0.020206 0.0197957 0.0189445 0.0176713 0.0207576
threshold=0.10124500000000002 0.13559000000000002 0.085055000000000006 0.23246000000000003 0.13247500000000004 0.040760000000000005 0.07677500000000001 -0.51144999999999985 0.091045000000000001 0.089365000000000014 0.10299500000000002 -0.070999999999999994 -0.10474999999999998 -0.06984499999999999 0.097145000000000023 -0.068899999999999975 -0.46376499999999993 -0.052719999999999996 0.094090000000000021 -0.16075999999999999 0.0061450000000000003 -0.013374999999999998 -0.089549999999999991 -0.091054999999999983 -0.092909999999999979 -0.091784999999999992 0.0065400000000000015 0.091265000000000013 0.089200000000000015 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 28 -4 5 7 -7 -1 9 10 14 12 -3 -13 16 -16 -9 -17 19 -18 23 26 -23 24 -21 -25 -22 -26 -2 -30
right_child=1 11 3 -5 -6 6 -8 8 -10 -11 -12 13 -14 -15 15 17 18 -19 -20 20 21 22 -24 25 27 -27 -28 -29 29 -31
leaf_value=0.001194363451846268 0.0027978760506440184 0.0020639623480697943 0.0052279978547200654 0.0028195091329204541 0.0028236305318736976 0.0052632855448380318 0.0086513422763075786 0.0072185321085271427 0.0012867314920930024 0.0024125484699333037 0.0023716627632100612 0.00058413038765138482 -0.0010004396509884828 0.0036110301415414312 0.0052346332935035555 0.00017738272263496013 0.0065104985226037363 0.00404886930094411 0.0033899229734864395 0.0054784539058253326 -0.00022879722324432806 0.0039993551660785975 0.008419458958378527 0.0081443913214440857 0.0040258545428514484 0.0053791882065025737 0.0037150250361966241 -0.00022660654969513416 0.0028145897958893329 -0.0013444960699416698
leaf_weight=23 308 37 167 66 52 1041 37 64 22 37 39 40 64 43 93 27 94 42 60 49 20 53 20 28 22 470 35 20 24 24
leaf_count=23 308 37 167 66 52 1041 37 64 22 37 39 40 64 43 93 27 94 42 60 49 20 53 20 28 22 470 35 20 24 24
internal_value=0 0.00277771 0.00332121 0.00454576 0.00499878 0.00504804 0.00537957 0.00475461 0.00482313 0.00488946 0.00497013 0.00103792 0.000122163 0.00215228 0.00506251 0.00408434 0.005232 0.00253394 0.00508603 0.00521151 0.00504121 0.0039516 0.00521034 0.005278 0.00387342 0.00553466 0.00228091 0.00200087 0.00251974 0.000735047
internal_weight=0 773 589 233 2348 2296 1078 1218 1195 1173 1136 184 101 83 1097 162 935 69 871 811 717 128 73 589 91 498 55 42 356 48
internal_count=3121 773 589 233 2348 2296 1078 1218 1195 1173 1136 184 101 83 1097 162 935 69 871 811 717 128 73 589 91 498 55 42 356 48
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 4 2 2 1 14 15 1 50 1 457 1 49 3 47 4 13 0 14 13 4 2 159 47 159 1
split_gain=9.92168 1.32377 1.14047 0.964411 0.623383 0.448264 0.440967 0.311614 0.277674 0.233173 0.224358 0.225274 0.139547 0.133844 0.129314 0.282872 0.105829 0.104845 0.095576 0.0878454 0.11328 0.0821338 0.0804143 0.0677139 0.085796 0.058246 0.0570247 0.0561958 0.0560129 0.0548997
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.27044500000000005 0.13754500000000003 0.089885000000000007 0.077845000000000011 0.076175000000000007 -0.24436499999999997 0.12958500000000003 0.041865000000000006 0.091195000000000012 0.080930000000000016 0.088975000000000012 -0.012034999999999999 -0.14186499999999996 0.089640000000000011 -0.033174999999999989 -0.0030199999999999997 -0.066689999999999985 -0.46166999999999997 -0.117405 -0.0073899999999999999 0.31765000000000004 0.085035000000000013 0.088915000000000008 0.0089800000000000019 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 16 7 9 -4 13 11 22 25 -1 17 -16 -5 -9 -18 20 -12 -15 -2 -19 28 -3 27 -26 -25 -7
right_child=1 12 8 5 -6 29 -8 14 -10 -11 19 -13 -14 21 15 -17 18 23 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00053435518810054927 0.00030357113015328055 2.8211256262531169e-05 0.00046983610588211976 0.00032184141368477368 0.00027562017929953298 0.00028159057210181272 0.00031846707789203544 0.00054582385551530245 0.00024402713071543458 0.00065233949445908418 0.00022701721373256313 5.6880565656183891e-05 0.00015555518949244573 0.00049530952532040879 0.00050733148054818108 0.00022577914851578705 0.00056804732892575102 0.00039753609803878291 0.0004350579236197835 0.00021842974052632081 0.00042878928028193178 0.00037431391275615666 0.00016205436803331407 0.00049634665500681056 0.0004387766196024505 -8.6025041428439445e-05 0.00051892227456027729 0.00053503557725010232 0.0005690199893860357 0.0001424926278345725
leaf_weight=1118 26 78 28 20 45 24 46 113 83 58 23 67 30 213 34 23 31 35 63 128 20 24 38 359 226 22 54 26 46 20
leaf_count=1118 26 78 28 20 45 24 46 113 83 58 23 67 30 213 34 23 31 35 63 128 20 24 38 359 226 22 54 26 46 20
internal_value=0 0.000212976 0.000495332 0.00026235 0.000504246 0.000386474 0.000508578 0.000512333 0.000300988 0.000530594 0.000197411 0.00013635 3.8266e-05 0.000525383 0.000484163 0.000393723 0.000451359 0.000490165 0.000478916 0.000244188 0.000320865 0.000483057 0.000219546 0.000481734 0.000485878 3.07927e-06 0.000461099 0.000448708 0.000504601 0.000218364
internal_weight=0 590 2531 460 2420 158 2375 2329 111 1413 302 131 130 1355 916 57 114 859 94 171 43 237 64 746 711 100 306 252 405 44
internal_count=3121 590 2531 460 2420 158 2375 2329 111 1413 302 131 130 1355 916 57 114 859 94 171 43 237 64 746 711 100 306 252 405 44
is_linear=0
shrinkage=0.00196078


Tree=8233
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 1 2 4 2 14 1 50 52 50 12 157 39 150 0 4 0 16 1 1 4 399 475 15
split_gain=6.5905 0.868289 0.776852 0.442369 0.397876 0.386703 0.234648 0.210455 0.200221 0.210148 0.19135 0.172739 0.12503 0.103251 0.0812251 0.0810356 0.0809506 0.0844147 0.0785441 0.077335 0.0771525 0.0757401 0.0691823 0.122614 0.0653435 0.0630681 0.0625728 0.0571091 0.0543633 0.0531548
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.36766000000000004 0.10803500000000001 0.076975000000000002 0.089625000000000024 0.089465000000000017 -0.53964499999999982 0.041865000000000006 0.09141500000000001 -0.069619999999999987 0.096625000000000016 0.081835000000000019 -0.11991499999999998 -0.51843499999999987 -0.076234999999999983 0.066275000000000014 0.13075500000000004 0.12958500000000003 -0.033174999999999989 0.091580000000000009 -0.066784999999999983 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 14 6 -3 -4 9 19 25 12 16 20 -2 -7 21 -18 26 28 -14 -1 -22 -24 -6 -8 -12 -19 -5 -23
right_child=1 5 7 8 24 15 10 -9 -10 -11 18 -13 13 -15 -16 -17 17 27 -20 -21 22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063263081983661485 0.00054172271606968902 0.00015900132456065963 0.00045425002575951877 0.00052293174407061407 0.00029569596059474292 7.7137560815944618e-05 0.00046959460219916173 0.0002690305813709675 0.0003095754367909125 0.00030218640035787508 0.00036429573587555298 0.00059908346086740493 0.0003465264386601625 0.00051120792237453457 0.00041303502108549795 0.0002022305718408181 0.00036400068067814233 0.00048560576447903472 0.00015613862043819651 0.00035167416265490008 0.0004804220844730768 0.00059656107033603486 0.00030157823876939932 0.000495931436764259 0.00017122837741101416 0.00031745825656781014 0.00024974398369321507 0.00059377487675816405 0.00046082974729606222 0.00051424181642729082
leaf_weight=22 24 90 34 65 50 85 22 77 41 33 22 75 28 139 88 26 21 304 29 22 133 31 26 24 24 20 110 20 326 1110
leaf_count=22 24 90 34 65 50 85 22 77 41 33 22 75 28 139 88 26 21 304 29 22 133 31 26 24 24 20 110 20 326 1110
internal_value=0 0.000256037 0.000486162 0.00049352 0.000366896 0.000204999 0.000242337 0.000325764 0.000440704 0.000452758 0.000279284 0.000506826 0.000503102 0.000469715 0.000440611 0.000106439 0.000510851 0.000484474 0.000248536 0.000464789 0.00044238 0.000518676 0.000457047 0.000394868 0.000255328 0.000397149 0.000268836 0.000492283 0.000471154 0.000516478
internal_weight=0 590 2531 2420 186 404 293 111 487 446 203 1933 1858 350 112 111 1508 345 161 413 211 1163 183 50 74 42 132 324 391 1141
internal_count=3121 590 2531 2420 186 404 293 111 487 446 203 1933 1858 350 112 111 1508 345 161 413 211 1163 183 50 74 42 132 324 391 1141
is_linear=0
shrinkage=0.00196078


Tree=8234
num_leaves=31
num_cat=0
split_feature=1 1 123 155 43 2 457 12 51 400 4 52 49 15 160 12 2 1427 1375 16 52 13 0 50 42 2 42 3 481 12
split_gain=0.319699 0.0515676 0.0422793 0.0386461 0.0317011 0.0285515 0.024772 0.0226979 0.026457 0.0214854 0.0202907 0.0269322 0.0200768 0.0249201 0.0241382 0.0438226 0.0200437 0.0227879 0.0186009 0.018039 0.025489 0.0275805 0.017334 0.0446683 0.0638122 0.0302732 0.0263371 0.0203489 0.0190767 0.0296924
threshold=0.10920500000000001 0.13707500000000003 1.0000000180025095e-35 0.10158500000000002 0.070450000000000013 0.089885000000000007 0.10487 0.11734000000000001 -0.24351499999999995 -0.081749999999999975 -0.0086549999999999978 -0.063789999999999986 -1.0000000180025095e-35 -0.30407999999999996 -1.0000000180025095e-35 -0.07415999999999999 0.14122000000000004 0.082040000000000016 0.083830000000000002 -0.42170999999999997 -0.057699999999999994 -0.0079349999999999993 -0.076579999999999995 0.089465000000000017 0.085465000000000013 0.073895000000000002 0.11649000000000002 0.086245000000000016 -0.087424999999999989 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 7 22 9 8 -2 -7 11 -10 -3 14 -14 -16 17 18 -11 -12 -21 -22 27 24 25 -24 -25 28 -1 -30
right_child=1 12 -4 -5 -6 6 -8 -9 10 16 19 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0040409343219848714 0.0050854364293627446 -0.0013215044835833984 0.0032742225268642261 0.0071549996564334089 0.0060136243155033426 0.0021797948255974412 0.0013073970284312965 0.0057530178777163944 0.0018315153008294401 0.004874913236530394 0.0024980847372275609 0.0056629151134984573 0.0024979321203366118 0.0035192957536006966 -0.0037348325641897435 0.0020171624944648812 0.0027783686677050755 0.0083766499790363016 0.0072589569971622794 0.0022724350147387564 0.0011394434985959379 -0.0032935108593665067 0.0023250315183152757 0.0078622980493431287 -9.4348050984799077e-05 0.0072113553236704325 0.0040743537127010286 0.0033012294998656759 0.0070992598102453189 0.0055826101072858313
leaf_weight=67 32 31 120 22 29 29 20 21 43 874 103 32 38 42 26 27 41 20 34 51 32 25 21 45 38 32 31 37 148 1010
leaf_count=67 32 31 120 22 29 29 20 21 43 874 103 32 38 42 26 27 41 20 34 51 32 25 21 45 38 32 31 37 148 1010
internal_value=0 0.00245806 0.00510686 0.0030837 0.0028403 0.00519674 0.00479203 0.00256884 0.00235857 0.00486186 0.00205346 0.00346625 0.000970262 0.00150443 0.000574496 -0.000804571 0.00494213 0.00503773 0.00496418 0.00155129 0.00064832 -0.000804835 0.00548504 0.00452762 0.00303301 0.00527526 0.00631722 0.00561174 0.00568153 0.00577645
internal_weight=0 554 2567 390 368 2447 1018 339 318 998 286 75 164 133 91 53 969 928 908 211 108 57 1429 167 91 53 76 1262 1225 1158
internal_count=3121 554 2567 390 368 2447 1018 339 318 998 286 75 164 133 91 53 969 928 908 211 108 57 1429 167 91 53 76 1262 1225 1158
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=31
num_cat=0
split_feature=1 52 2 52 47 2 48 132 2 4 1 15 2 0 1213 0 15 12 401 1213 4 1211 3 52 13 13 16 16 1446 15
split_gain=0.260126 0.0657615 0.0436047 0.0277781 0.0231326 0.0292776 0.0241306 0.0219748 0.025119 0.0213965 0.026439 0.0387959 0.0266407 0.0204752 0.0257924 0.0231567 0.0301387 0.022508 0.0228752 0.0481128 0.0383405 0.0198971 0.0194544 0.0219156 0.0321183 0.0407794 0.0221496 0.0243976 0.0540048 0.0217968
threshold=0.10124500000000002 -0.40967499999999996 0.14753000000000002 0.12492500000000002 0.078345000000000012 1.0000000180025095e-35 -0.076334999999999986 0.08764000000000001 0.25063000000000007 0.042705000000000007 0.083345000000000016 -0.093244999999999981 0.087955000000000019 -0.079119999999999982 0.080955000000000013 -0.079829999999999998 0.088060000000000013 -0.083994999999999986 0.082755000000000009 -0.0043299999999999996 -0.52556499999999995 0.078255000000000005 0.084940000000000015 0.088555000000000009 -0.013024999999999998 -0.039649999999999998 -0.015314999999999997 -0.040964999999999994 0.088645000000000015 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 6 -6 -3 8 -4 13 12 -12 -11 15 17 22 -17 -15 20 -20 -19 -16 23 -1 25 26 27 29 -29 -25
right_child=1 2 7 -5 5 -7 -8 -9 -10 10 11 -13 -14 14 21 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0052988157143076106 0.0049475774657170698 0.0046991231618449094 0.0010741099786507537 0.0041923149209469558 0.0049030129711788439 0.0016268073674353296 0.0016410953954066007 0.0028474553463248807 -0.002433478162690465 0.007897052670450648 0.0040287298930343244 -0.0010569273600898063 0.004098315577466565 0.0010497444621498952 0.0085515240281820292 0.010037410649515334 0.0049439307875358144 0.0077470516457277191 0.0049003069834976367 -0.0013847147025877523 0.0042784274407516587 0.0043198113783728329 0.0033507254674397802 0.0042109668247155415 0.0026994532835937436 0.0091545720152290799 0.0073303326182067394 -0.0015362285121920565 0.0057245518499985347 0.0074544401690363887
leaf_weight=927 102 28 49 90 65 47 329 28 35 20 40 24 240 22 25 21 26 34 29 21 508 20 71 121 87 21 25 21 20 25
leaf_count=927 102 28 49 90 65 47 329 28 35 20 40 24 240 22 25 21 26 34 29 21 508 20 71 121 87 21 25 21 20 25
internal_value=0 0.00258189 0.00222228 0.00258311 0.00227431 0.00352818 0.00188094 0.000421325 -0.000387385 0.00469684 0.00394234 0.00212161 0.00439053 0.00481762 0.00435986 0.00503861 0.00721974 0.0041905 0.00430721 0.0022606 0.00449602 0.00667076 0.00496083 0.00505251 0.00433898 0.00495117 0.0045348 0.00416106 0.00200562 0.00476636
internal_weight=0 773 671 559 469 112 357 112 84 2348 324 64 260 2024 659 1365 47 614 592 50 542 45 1318 1247 320 233 212 187 41 146
internal_count=3121 773 671 559 469 112 357 112 84 2348 324 64 260 2024 659 1365 47 614 592 50 542 45 1318 1247 320 233 212 187 41 146
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 14 4 4 2 0 49 3 4 150 1 12 1 47 10 2 4 4 1 0 0 39 3
split_gain=12.7304 2.11172 1.27919 1.09673 0.818962 0.646347 0.382761 0.379525 0.32113 0.304655 0.292786 0.290015 0.226442 0.316318 0.220407 0.191188 0.171939 0.169857 0.131164 0.128219 0.115977 0.0922801 0.0781054 0.0780992 0.077482 0.0764722 0.108368 0.0734148 0.0732888 0.0693749
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.17025000000000004 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.40945500000000007 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.30112000000000005 0.0082450000000000006 1.0000000180025095e-35 0.083345000000000016 0.08815000000000002 0.089770000000000016 0.090100000000000013 -0.38124499999999995 0.089885000000000007 -0.50940999999999981 -0.036839999999999991 0.076935000000000017 -0.030209999999999997 -0.060129999999999996 0.087690000000000004 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 8 10 -5 12 -6 14 16 13 17 28 18 25 -1 19 23 -3 -8 -19 -14 -2 26 -7 -20 -4 -12
right_child=1 2 6 7 9 11 21 -9 -10 -11 29 -13 15 -15 -16 -17 -18 22 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065080397496933382 0.00071495067109079915 0.00031765932627637384 0.0004578697634524482 0.00062563188863873072 0.00061919082679395615 0.00062922679257410453 0.00013545726164380535 0.00036857698264613239 0.00081267873184722773 0.00038875573972130522 0.00026728766267279202 0.00044496339343604339 0.00082910251434501782 0.00076969181790071371 0.00017516111262780141 0.00060456257862456287 0.00047814867867071643 0.00054568638997700293 0.00068031356750447071 0.00057655937497702126 0.00044525611732502046 -3.2394640421604408e-05 0.00040597653622720755 0.00071308882541193982 0.00057941443999023998 0.00068170198549826941 0.00050535274584308947 0.00059078298015574268 0.00032566414519241834 0.00016947521572606677
leaf_weight=43 50 190 38 34 71 286 34 63 76 32 40 39 23 35 22 97 30 40 729 26 32 20 25 743 24 92 30 37 28 92
leaf_count=43 50 190 38 34 71 286 34 63 76 32 40 39 23 35 22 97 30 40 729 26 32 20 25 743 24 92 30 37 28 92
internal_value=0 0.000358502 0.000319897 0.000663 0.000403096 0.000671431 0.000221212 0.000458679 0.000687833 0.000547599 0.00025752 0.00060699 0.000682556 0.000607697 0.000345127 0.000689024 0.000621417 0.000555199 0.000694283 0.000711976 0.000336052 7.32899e-05 0.000491952 0.000716572 0.000670993 0.000631951 0.000617467 0.000675989 0.000401783 0.000199115
internal_weight=0 673 599 2448 325 2351 274 97 1874 103 220 477 1798 143 88 1655 438 108 1558 792 222 54 65 766 74 408 316 766 66 132
internal_count=3121 673 599 2448 325 2351 274 97 1874 103 220 477 1798 143 88 1655 438 108 1558 792 222 54 65 766 74 408 316 766 66 132
is_linear=0
shrinkage=0.00196078


Tree=8237
num_leaves=31
num_cat=0
split_feature=1 3 39 12 44 4 3 0 43 393 1 49 4 2 4 150 0 3 1452 4 3 0 16 151 51 2 1212 13 52 401
split_gain=0.263017 0.0451563 0.0385611 0.0364531 0.0360434 0.0354824 0.0399906 0.0385121 0.0263561 0.0226606 0.0209997 0.0214605 0.0198498 0.0227173 0.0189089 0.0186288 0.0166092 0.0248364 0.0228048 0.0233837 0.0213474 0.0188978 0.0235392 0.0441959 0.0230822 0.0188386 0.0257935 0.0168511 0.0224767 0.0190259
threshold=0.10920500000000001 0.30112000000000005 0.087735000000000021 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.068944999999999992 -0.086909999999999987 0.084355000000000013 0.085110000000000005 0.0093850000000000027 -0.013514999999999998 0.13622000000000004 0.053180000000000012 0.09487000000000001 -0.079119999999999982 -0.059315 0.087755000000000014 -0.085594999999999991 -0.045649999999999989 -0.11173999999999999 0.052820000000000013 -0.085604999999999987 -0.014565 0.080205000000000012 -0.055019999999999993 -0.079299999999999995 0.094465000000000007 0.080710000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 -1 7 10 -9 12 -7 15 -2 -14 16 -12 17 18 19 25 27 -21 -23 -24 -25 -5 -27 28 -18 -29
right_child=1 -3 -4 14 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 -17 20 -19 -20 21 -22 22 23 24 -26 26 -28 29 -30 -31
leaf_value=0.005369751655703618 0.0051797383221616946 0.00055359012972112996 0.0014763337234665408 0.0083590008717562472 0.0072481751779158573 0.0053150879869559402 -0.00017142907935053562 0.0040418213638033539 -0.00037251090183609018 0.00028536645584695394 0.0044599420545518255 0.00039118498541592132 0.003732282923246621 0.00099126367805231551 0.0039898091469927925 0.0017422007664925224 0.0047286374652956396 0.0086334200319834048 0.007715798045364864 0.0018326016364707835 0.0012892921001184732 0.0050074963723796178 0.0068855065249160616 -0.0010196090814480116 0.003303077789023519 0.002274470125502419 0.0059834473297731691 0.0045951638869659852 0.0083929473534226414 0.0024217377112191489
leaf_weight=90 67 123 157 28 29 85 33 21 38 21 107 21 148 38 242 33 47 20 32 21 20 885 22 21 30 21 175 476 26 44
leaf_count=90 67 123 157 28 29 85 33 21 38 21 107 21 148 38 242 33 47 20 32 21 20 885 22 21 30 21 175 476 26 44
internal_value=0 0.0022436 0.00272591 0.00464615 0.00383642 0.00360525 0.00313541 0.0034932 0.00119869 0.0034419 0.00404351 0.00337218 0.00370391 0.00317229 0.00482152 0.00381933 0.00492927 0.00513767 0.00508106 0.00501097 0.00450261 0.00480008 0.00486513 0.0031392 0.00152315 0.00593267 0.00558606 0.00461099 0.00603373 0.00441126
internal_weight=0 554 431 2567 457 428 338 305 59 274 246 161 253 186 2110 140 1868 1255 1235 1203 613 979 958 73 51 224 196 593 73 520
internal_count=3121 554 431 2567 457 428 338 305 59 274 246 161 253 186 2110 140 1868 1255 1235 1203 613 979 958 73 51 224 196 593 73 520
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=31
num_cat=0
split_feature=1 12 51 1 44 4 15 157 4 12 12 3 2 15 16 0 15 51 11 4 148 13 151 51 16 16 456 43 16 151
split_gain=0.215104 0.0498972 0.034034 0.0330598 0.0324563 0.0279211 0.0275758 0.0313657 0.0248537 0.0236698 0.0230851 0.0229605 0.0285894 0.026111 0.0207268 0.0203378 0.0175992 0.0302188 0.024442 0.0172745 0.0183263 0.0164157 0.0157372 0.0198824 0.015588 0.034478 0.0189257 0.0190684 0.018766 0.0285639
threshold=0.11690500000000002 0.078300000000000008 -0.40274499999999996 0.16773500000000005 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.078969999999999985 0.40124500000000002 -0.12529499999999996 -1.0000000180025095e-35 -0.13309499999999996 0.082275000000000015 0.13592500000000005 0.24134000000000003 -0.13027499999999997 0.040760000000000005 0.10174000000000001 0.079300000000000009 -0.04890499999999999 -0.066239999999999979 -0.0030199999999999997 0.095500000000000015 0.090560000000000015 -0.0068949999999999992 -0.0083599999999999976 0.087225000000000011 -0.085594999999999991 -0.010264999999999998 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 19 5 10 7 -7 11 -9 -1 12 -3 15 -12 -13 17 -14 -18 21 -21 -4 23 -11 25 28 -26 -28 29 -17
right_child=2 8 3 -5 -6 6 -8 9 -10 22 14 13 16 -15 -16 24 18 -19 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0015947162121301519 0.0050225564826245385 0.0083118885530736944 0.0014542165951570497 -0.0025087537698536403 0.0064691915533815827 -0.00019193373333949311 0.0053554209270136989 0.0059723015194652947 0.0016455377815017367 0.0030957746926620119 0.0075187084168709568 0.0016469962545670571 0.0049736148569112029 0.0017716721338063774 0.0041326728050383585 0.0069533074957543036 0.0044951574357193231 0.00067628283519297842 0.0089492858260531317 -0.0014621653213081037 0.0015360577851588329 0.005457324789659608 -0.0001338649308308959 0.00088516051321979236 0.0036941995541460958 0.0077332056691926544 0.0081244799401611091 0.0042113596849076484 0.0025197641618433411 0.0044414417506463237
leaf_weight=20 27 29 20 21 30 39 37 22 34 267 29 28 90 41 48 47 28 20 22 22 278 21 20 48 468 33 20 33 48 1231
leaf_count=20 27 29 20 21 30 39 37 22 34 267 29 28 90 41 48 47 28 20 22 22 278 21 20 48 468 33 20 33 48 1231
internal_value=0 0.00411097 0.00159761 0.00134216 0.00326932 0.00308819 0.00274466 0.00250073 0.00432798 0.00279488 0.0046217 0.00437063 0.00542299 0.00426858 0.00540793 0.00432224 0.00489937 0.00419228 0.00645497 0.00157931 0.00131619 0.00350459 0.00258622 0.00275892 0.00436208 0.00454037 0.00389702 0.00568801 0.00446091 0.00453382
internal_weight=0 2732 389 362 560 530 433 396 2172 357 97 2138 189 1949 77 1908 160 110 50 341 300 41 335 315 1880 1359 521 53 1326 1278
internal_count=3121 2732 389 362 560 530 433 396 2172 357 97 2138 189 1949 77 1908 160 110 50 341 300 41 335 315 1880 1359 521 53 1326 1278
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 2 4 0 0 2 2 14 4 49 39 4 15 4 1 40 1 42 158 1 475 1 49
split_gain=11.8313 1.46378 1.1753 0.75506 0.721601 0.586904 0.454644 0.413494 0.365783 0.359847 0.209521 0.206448 0.237127 0.19832 0.195691 0.182005 0.163392 0.152446 0.148389 0.198831 0.135745 0.133489 0.132828 0.130535 0.130424 0.114394 0.101282 0.0994246 0.0964877 0.0958537
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 -0.23194499999999998 -0.068189999999999987 0.10252500000000002 0.13501500000000002 0.076175000000000007 0.018150000000000003 -0.012034999999999999 0.096625000000000016 -0.059649999999999988 -0.03241999999999999 -0.033174999999999989 0.15799000000000005 -0.074429999999999982 0.13075500000000004 0.086555000000000007 0.085030000000000008 0.12000500000000001 -0.08230999999999998 0.12958500000000003 -0.013914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 7 14 26 28 -6 -1 12 22 27 15 24 -2 20 -12 -20 -10 -7 -11 -5 -4 -17 -3 -8 -9 -29
right_child=1 5 6 23 9 21 13 8 17 11 18 -13 -14 -15 -16 25 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00082840813247490267 0.00043238944666204501 0.00032571310358535908 0.00071226676179662201 0.0003948289895037591 0.00068169951504879855 0.0002021671962632122 0.00072053119227531075 0.00062887378023694976 0.00050267630328097225 0.00044473610299515352 0.00069287658986499673 0.0003178581646552273 0.00040096402652576885 0.00049473925019359231 0.00082112381779425993 0.00055631256553051326 0.00062793401520118072 0.00020506948187312538 0.00062771695324818531 0.0004290716156333988 0.0003339548106180793 5.060608874579949e-05 0.00060726162475569043 0.00021890761136508004 0.00067130304870863602 0.0007279075360765644 0.00017696873516807762 0.00055681658267921728 0.00044069780182896877 0.00064256468250295181
leaf_weight=22 20 24 789 50 31 80 57 22 22 29 73 35 72 37 46 59 92 29 76 26 110 31 58 24 481 20 66 55 20 565
leaf_count=22 20 24 789 50 31 80 57 22 22 29 73 35 72 37 46 59 92 29 76 26 110 31 58 24 481 20 66 55 20 565
internal_value=0 0.000347529 0.000655863 0.000491467 0.000561405 0.000281261 0.000674764 0.00032726 0.000376306 0.000485536 0.000648057 0.000454191 0.000484201 0.000634523 0.00069536 0.000691072 0.000593015 0.000333795 0.000625385 0.000577082 0.000362075 0.000159839 0.000553086 0.000337773 0.000696752 0.000599754 0.000216634 0.000642163 0.000539266 0.000634958
internal_weight=0 590 2531 186 422 404 2109 293 203 225 197 194 159 714 1395 1349 112 161 175 102 132 111 87 74 1270 79 90 677 42 620
internal_count=3121 590 2531 186 422 404 2109 293 203 225 197 194 159 714 1395 1349 112 161 175 102 132 111 87 74 1270 79 90 677 42 620
is_linear=0
shrinkage=0.00196078


Tree=8240
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 1 4 2 2 3 0 1 52 47 4 12 159 1 16 14 40 10 2 483 1 16
split_gain=10.5699 1.67553 1.06286 0.895984 0.596157 0.572539 0.399933 0.320058 0.318132 0.293321 0.28193 0.271041 0.243161 0.195873 0.123671 0.112375 0.106064 0.081051 0.0777039 0.0814482 0.0725477 0.112651 0.0779319 0.0654898 0.0646866 0.0634116 0.0633181 0.0617161 0.0596849 0.0672776
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.17025000000000004 0.062655000000000016 0.09253500000000002 0.40945500000000007 0.089885000000000007 0.11474000000000002 0.30112000000000005 -0.22491999999999998 0.091195000000000012 -0.56176499999999996 0.090100000000000013 -0.0070899999999999991 0.10124000000000001 0.082585000000000006 0.083345000000000016 0.052820000000000013 -0.23083499999999998 -1.0000000180025095e-35 -0.38124499999999995 0.096540000000000015 -0.059844999999999995 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 10 11 -5 13 15 18 24 -13 -1 -16 23 -6 -20 21 26 -23 -3 -4 -9 -18 -22 29 -25
right_child=1 2 7 9 12 -7 -8 25 -10 -11 -12 14 -14 -15 16 -17 20 -19 19 -21 27 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00065329368647284666 0.00061773298917601591 0.00039260548606417537 0.00031001275741715729 0.0005771787903747482 0.00065339392230537134 0.00041356522203202424 0.00036685238683632776 0.00013517692375693453 0.00075091294436450322 0.00034990021174612513 0.00019399818114671286 0.00046739513370549785 0.00033224324902726547 0.00017474794863273327 0.00069954952066258872 0.00060443664578343527 0.00061926993246122107 0.00041767246246479553 0.00058728365261746232 0.00043997720489920956 0.00055868496070440356 0.00040841499439114138 0.00057943804591309791 0.00037624604707839441 0.00043390396824450559 -3.9645085366917586e-06 0.00057941836674239053 0.00066637777041619515 0.00021615263233320227 0.00028389183134421773
leaf_weight=1117 76 33 26 34 23 48 22 34 84 61 132 26 24 22 43 216 287 33 31 27 26 21 20 45 43 20 329 96 29 93
leaf_count=1117 76 33 26 34 23 48 22 34 84 61 132 26 24 22 43 216 287 33 31 27 26 21 20 45 43 20 329 96 29 93
internal_value=0 0.000343072 0.00030913 0.000617905 0.000382922 0.0006255 0.000629948 0.000219087 0.000632503 0.000431242 0.000251885 0.000627943 0.000505591 0.000335853 0.000600537 0.000645377 0.000604749 0.000327642 0.000556954 0.00051871 0.000599516 0.000591362 0.000491841 0.000312787 0.00038722 8.36431e-05 0.000597986 0.000643427 0.000297015 0.000314007
internal_weight=0 691 615 2430 338 2335 2287 277 2265 95 223 2181 105 91 848 1333 822 233 81 58 779 657 41 200 69 54 616 122 167 138
internal_count=3121 691 615 2430 338 2335 2287 277 2265 95 223 2181 105 91 848 1333 822 233 81 58 779 657 41 200 69 54 616 122 167 138
is_linear=0
shrinkage=0.00196078


Tree=8241
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 150 49 2 50 0 49 12 124 11 1 4 1 1 1 0 4 47 1
split_gain=13.1315 1.99656 1.04969 1.03366 0.789949 0.562758 0.399493 0.357388 0.347277 0.327816 0.209944 0.206337 0.171332 0.165776 0.160097 0.1386 0.137515 0.226264 0.161929 0.113933 0.106127 0.104553 0.103375 0.102709 0.101442 0.094384 0.087114 0.0865918 0.0819381 0.0657124
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14960000000000004 -0.062539999999999984 1.0000000180025095e-35 -0.054984999999999992 -0.090999999999999984 0.041865000000000006 -0.11173999999999999 0.082865000000000008 0.09141500000000001 -0.081214999999999982 1.0000000180025095e-35 0.088975000000000012 -0.51843499999999987 0.13075500000000004 0.11654500000000001 0.12958500000000003 -0.060129999999999996 0.0061450000000000003 0.090280000000000013 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 19 25 14 -4 12 -9 20 -2 -1 29 17 21 22 -3 -7 -16 -18 -5 -13 -8 27 -20 -15 -6
right_child=1 4 9 23 15 10 7 11 -10 -11 -12 24 -14 28 16 -17 18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043327021350297217 0.00036963022949979127 0.00020414297050473833 0.00053671746543740729 0.00029189453691585 6.1982980049732656e-05 0.00053834348309576201 0.0004895646726624501 0.00042345253568069609 0.00073482721305853074 0.00029781488095892205 0.00035823725843816141 0.00026334004700317396 0.00039627370089779487 0.00060440879428483405 0.00053983833773904133 0.00017771475325404563 0.00074894070142573609 0.00068108104808511688 0.00059171727950191755 6.9045171522447111e-05 0.00063542021023316024 0.00040332537183093367 0.00061617439161920206 0.00014012251749293865 0.00016411277646811282 0.00031981014025708038 0.00047722496685809364 0.00049719792171165394 0.00050227224938119268 -4.7978703041176477e-05
leaf_weight=22 23 48 34 60 48 372 34 22 76 63 26 93 30 58 59 26 23 32 409 48 49 34 1146 24 69 20 32 41 63 37
leaf_count=22 23 48 34 60 48 372 34 22 76 63 26 93 30 58 59 26 23 32 409 48 49 34 1146 24 69 20 32 41 63 37
internal_value=0 0.000272188 0.000581446 0.00042139 0.000195742 0.000589693 0.000243368 0.000286436 0.000604998 0.000381554 0.000529563 0.000245274 0.00053944 0.000522225 0.000599511 5.24374e-05 0.00060157 0.000538865 0.000606317 0.000136594 0.000549642 0.00048993 0.000618787 0.000248531 0.000221077 0.000426693 0.000576076 0.000583106 0.00055123 1.41173e-05
internal_weight=0 673 2448 228 445 2351 334 238 1874 97 477 184 451 144 1798 111 1776 125 1651 96 421 93 1169 84 162 54 482 450 121 85
internal_count=3121 673 2448 228 445 2351 334 238 1874 97 477 184 451 144 1798 111 1776 125 1651 96 421 93 1169 84 162 54 482 450 121 85
is_linear=0
shrinkage=0.00196078


Tree=8242
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 42 14 2 2 4 2 0 1 4 150 50 12 4 47 15 15 1 0 1 0 15 160 131 133
split_gain=7.27719 1.25209 0.783404 0.611647 0.490156 0.344148 0.269808 0.257867 0.238743 0.196961 0.256547 0.16609 0.126828 0.165176 0.120247 0.118031 0.0813439 0.0769303 0.0801495 0.0656535 0.063998 0.0614144 0.0611018 0.0731117 0.0553299 0.0537371 0.0806121 0.0528276 0.0481518 0.0480341
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 -0.0060199999999999993 0.062655000000000016 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.14122000000000004 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 0.086295000000000011 0.08815000000000002 -0.52556499999999995 0.090100000000000013 -0.095869999999999983 -0.41396999999999995 0.076935000000000017 -0.030209999999999997 0.089770000000000016 -0.15202999999999997 -0.03241999999999999 -0.067824999999999983 0.09031500000000002 0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 6 19 7 -1 12 -6 10 -4 15 13 25 17 22 21 18 -14 -3 -15 -11 23 29 -20 -5 -27 -12 -2 -7
right_child=1 2 9 5 8 11 -8 -9 -10 16 27 -13 14 20 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00049158527919957503 0.00056099287402324555 0.0002549412108759093 0.00031921493595769211 0.00061012785071912017 0.00048665022702808441 0.00051038550602255234 0.0002977187651320424 0.00064205327956918991 0.00026267226176713806 0.0001469100593711456 0.0002438926926121753 0.00035306020905758947 0.00067068350637882921 0.00047955415751154199 0.0004721796267273621 0.00036157585053733375 0.00022134241790580439 0.00052363845876420977 0.00055107186711047076 0.00034965412415657025 0.00034729237218709101 4.3546146083699614e-05 0.00054154718815184694 0.00038108946320068423 0.00046071556377168488 0.00056054328311548368 0.00041387156652761438 0.00013494418760357738 0.00045524202842338411 0.00045460174309850467
leaf_weight=46 49 191 63 23 77 164 69 80 24 39 22 41 21 22 116 28 22 769 745 33 39 51 80 26 27 34 25 77 25 93
leaf_count=46 49 191 63 23 77 164 69 80 24 39 22 41 21 22 116 28 22 769 745 33 39 51 80 26 27 34 25 77 25 93
internal_value=0 0.000284643 0.000254917 0.000514865 0.000320026 0.000521746 0.000375265 0.000533098 0.000433428 0.000177689 0.000221401 0.000471789 0.000528312 0.000472257 0.000533089 0.000484239 0.000114463 0.000537612 0.000551163 0.000268894 0.000394993 8.83372e-05 0.000493701 0.000480175 0.000547912 0.000529734 0.000498394 0.000159155 0.000525266 0.000490199
internal_weight=0 673 599 2448 325 2333 115 1901 101 274 162 432 1821 143 1678 391 112 1562 793 224 61 90 363 283 772 82 59 99 74 257
internal_count=3121 673 599 2448 325 2333 115 1901 101 274 162 432 1821 143 1678 391 112 1562 793 224 61 90 363 283 772 82 59 99 74 257
is_linear=0
shrinkage=0.00196078


Tree=8243
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 4 4 0 150 150 50 0 49 11 0 124 1 4 2 1 2 15 16 3
split_gain=11.7672 1.86019 0.961153 0.84157 0.685914 0.575855 0.444245 0.333121 0.315677 0.306508 0.283686 0.198372 0.184445 0.271865 0.17321 0.161824 0.155901 0.148651 0.135244 0.12129 0.104814 0.100529 0.0992419 0.0991498 0.0986191 0.0985549 0.0873876 0.0873386 0.0860355 0.081805
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 -0.062539999999999984 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 1.0000000180025095e-35 0.041865000000000006 -0.14832499999999996 -0.054984999999999992 1.0000000180025095e-35 -0.084044999999999995 -0.081214999999999982 0.12958500000000003 -0.55119499999999988 0.11411 0.13288500000000003 0.31358000000000003 -0.41942499999999994 -0.052894999999999991 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 7 21 12 22 15 -4 -10 13 -1 17 19 26 -14 -2 -7 -15 -3 -8 -22 -5 -13 -6 -26 -19 -25
right_child=1 4 10 24 16 9 8 -9 11 -11 -12 25 14 20 -16 -17 -18 28 -20 -21 23 -23 -24 29 27 -27 -28 -29 -30 -31
leaf_value=0.00064813751589919133 0.00055834737011665775 0.00038261998074244879 0.00070699212563491603 0.00053935556873386972 0.00025264404702731667 0.00071394697086235028 0.0006734685209658181 0.00090445523660618449 0.00061320086506173779 0.00053890722789073442 0.00048475080003647131 0.00043394114069688901 0.00089483129919744006 0.00080155569663814118 0.00055473591427287789 0.00057726773634260778 0.00038671644743767936 0.00074054560414859834 0.00072237353785809541 0.00081798030960173449 0.0009021859501256328 0.0002557173954556716 0.00049940017873750017 0.00067689292617257528 0.00047235737546542916 0.00029276831527099464 0.00011297710379889977 0.00031421046498615075 0.00062816076264249408 0.00077002877843022118
leaf_weight=59 23 48 34 30 61 357 34 76 22 41 63 140 20 698 23 30 26 114 121 49 21 48 20 38 29 22 24 25 34 791
leaf_count=59 23 48 34 30 61 357 34 76 22 41 63 140 20 698 23 30 26 114 121 49 21 48 20 38 29 22 24 25 34 791
internal_value=0 0.000461174 0.000753926 0.000605191 0.000387386 0.000761818 0.000431764 0.0007773 0.000477181 0.000700992 0.00056265 0.000438495 0.000771925 0.000778772 0.000714321 0.000716234 0.00025385 0.000736168 0.000696175 0.000726503 0.000783751 0.000319169 0.000608999 0.00076913 0.000449218 0.00041477 0.000213209 0.000399141 0.000714727 0.00076576
internal_weight=0 673 2448 228 445 2351 334 1874 238 477 97 184 1798 1607 191 436 111 168 144 406 1548 96 54 850 84 162 85 54 148 829
internal_count=3121 673 2448 228 445 2351 334 1874 238 477 97 184 1798 1607 191 436 111 168 144 406 1548 96 54 850 84 162 85 54 148 829
is_linear=0
shrinkage=0.00196078


Tree=8244
num_leaves=31
num_cat=0
split_feature=1 52 1 12 150 4 2 158 4 159 156 156 1429 2 12 474 12 0 15 1 4 2 159 483 2 131 0 48 48 132
split_gain=0.425993 0.104293 0.0642256 0.0483382 0.0303299 0.0363456 0.0297719 0.0249068 0.0389091 0.0245516 0.0198888 0.0512764 0.0340622 0.0333538 0.024556 0.0436327 0.0213173 0.0250651 0.0216337 0.0240746 0.0230047 0.0197748 0.0229612 0.0200176 0.0189192 0.0200455 0.0388371 0.0188417 0.0215244 0.0187887
threshold=0.10124500000000002 -0.40967499999999996 0.13559000000000002 0.085885000000000017 0.083250000000000005 -0.010384999999999998 0.091265000000000013 0.085030000000000008 0.053925000000000008 0.11109000000000001 0.087205000000000019 0.085790000000000019 0.083715000000000026 0.087245000000000003 0.084405000000000022 0.086630000000000013 0.082850000000000021 -0.10151999999999999 -0.097454999999999986 0.084525000000000003 -1.0000000180025095e-35 0.15109000000000003 0.082585000000000006 -0.059844999999999995 0.25063000000000007 0.094655000000000017 0.010870000000000003 0.10168500000000001 0.10557500000000002 0.090440000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 29 5 -5 7 8 9 10 11 16 14 -14 -12 -16 18 -18 -1 -20 -21 22 27 -24 25 26 -4 -8 -29 -3
right_child=1 2 24 4 -6 -7 21 -9 -10 -11 12 -13 13 -15 15 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0078534703805214819 0.0064855523805782272 0.0031882639714801634 0.0017001588256741679 0.0087311481598824747 0.0016546371481603102 0.0047826132662482854 0.0057491201764810831 0.007713812688934985 0.0032307528502618279 0.0029581304953899233 0.0086780506988159475 0.01051453131843697 0.00058929047992695941 0.0053907389424215912 0.0025824422831647099 0.0083301566680893304 0.0094278687101905234 0.0065828842323905224 0.0059523291286877212 0.00050085074922424694 0.0050786997153646441 0.0027029304199719002 0.0044616406220787516 0.007674520997224505 -0.00057784998726502469 -0.0004403023469162041 0.0065485260635614398 0.0012213367014192046 0.0052071904181502761 0.00010169495584531909
leaf_weight=27 102 324 95 31 21 94 625 147 39 20 36 33 23 39 28 25 32 960 62 21 23 21 24 101 37 28 20 20 42 21
leaf_count=27 102 324 95 31 21 94 625 147 39 20 36 33 23 39 28 25 32 960 62 21 23 21 24 101 37 28 20 20 42 21
internal_value=0 0.00350636 0.00305349 0.00364585 0.00517109 0.00576185 0.00621287 0.00647691 0.00634399 0.00643535 0.00648848 0.00662924 0.00540904 0.00360956 0.00666261 0.00529363 0.00651527 0.00667466 0.00532644 0.00468276 0.00289382 0.00573265 0.005811 0.00705765 0.00143765 0.00195914 0.00254335 0.00558418 0.00392143 0.00300039
internal_weight=0 773 671 491 146 125 2348 1515 1368 1329 1309 1158 151 62 89 53 1125 992 133 106 44 833 812 125 180 143 115 687 62 345
internal_count=3121 773 671 491 146 125 2348 1515 1368 1329 1309 1158 151 62 89 53 1125 992 133 106 44 833 812 125 180 143 115 687 62 345
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=31
num_cat=0
split_feature=1 4 12 150 2 15 3 43 151 147 457 12 399 4 1 43 2 1 1 401 43 13 1419 1203 43 1212 42 13 12 474
split_gain=0.346666 0.0551693 0.0479613 0.0423536 0.0385588 0.0372704 0.0365327 0.0344071 0.0342361 0.046022 0.0285019 0.0231934 0.0250378 0.0263859 0.0231748 0.0222189 0.0192417 0.0187488 0.0171736 0.0338157 0.0288599 0.025162 0.0200119 0.0210711 0.0199909 0.0228997 0.0322501 0.0222353 0.0259549 0.019932
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.084680000000000019 0.25063000000000007 0.035560000000000008 0.11924500000000002 -0.073404999999999984 -0.090064999999999992 0.08598500000000002 0.083570000000000019 0.091475000000000015 0.091580000000000009 -0.065794999999999979 0.12958500000000003 -0.086909999999999987 0.14285500000000004 0.097115000000000021 0.086920000000000011 0.087110000000000007 0.0034250000000000005 -0.14819499999999997 0.086325000000000013 0.088820000000000024 0.0034250000000000005 -0.064959999999999976 0.086375000000000021 -0.088464999999999988 0.083785000000000012 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 14 6 7 15 -9 10 -10 18 -13 -14 -3 -1 -2 -17 21 20 -20 -4 23 24 25 26 -23 28 -27 -29
right_child=1 4 11 -5 -6 -7 -8 8 9 -11 -12 12 13 -15 -16 17 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.0044840095460117945 0.0048991364633719277 0.0031172295316004052 0.0087913751172463365 0.001800646001569609 -0.0021148810066127528 0.0070693842746550224 0.00059934891581248789 0.0091572686098515994 0.0057304026312352619 0.00026194036681772561 0.0020580664956166101 0.0051586105453497802 0.010290389452129603 0.005215192597270722 0.0011899317591235526 -0.00054589584913282169 0.0020253907113025587 0.0030365571918082425 0.0051356431209203324 0.0085412669485958759 0.0014640110032632947 0.0061139308555095001 0.0088792055651235099 0.0086612033391637467 0.0046648745787498244 0.0070317355217412118 0.010575313479281388 0.0062027437063746065 0.0034142099445007798 0.0033795406835941742
leaf_weight=69 170 116 34 82 24 52 26 20 177 20 24 819 20 21 135 21 27 48 149 25 25 43 24 28 119 28 26 655 68 26
leaf_count=69 170 116 34 82 24 52 26 20 177 20 24 819 20 21 135 21 27 48 149 25 25 43 24 28 119 28 26 655 68 26
internal_value=0 0.00271963 0.00547788 0.00371036 0.00171448 0.0045491 0.00422551 0.00447427 0.00519527 0.00483671 0.00529191 0.00567905 0.00527934 0.0076909 0.00208064 0.00321513 0.00450527 0.00194625 0.00595405 0.00510222 0.00460811 0.00611534 0.00602587 0.00595691 0.00587844 0.00604915 0.00779503 0.00589411 0.00446932 0.00609496
internal_weight=0 554 2567 279 275 457 405 379 241 221 201 2110 860 41 251 138 197 69 1250 199 174 1051 1017 993 965 846 69 777 96 681
internal_count=3121 554 2567 279 275 457 405 379 241 221 201 2110 860 41 251 138 197 69 1250 199 174 1051 1017 993 965 846 69 777 96 681
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 1 2 2 13 1 52 43 47 1 2 12 52 12 4 3 2 131 0 16 1212 52
split_gain=9.5909 1.47514 1.01859 0.845291 0.565004 0.461815 0.419258 0.297824 0.270959 0.262454 0.256189 0.227235 0.217283 0.102444 0.096883 0.0956295 0.0929028 0.0766356 0.162224 0.0652008 0.0624849 0.0611825 0.0607506 0.0835214 0.0590686 0.0575657 0.0541049 0.0518951 0.0544486 0.0531375
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.11474000000000002 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.089885000000000007 -0.004174999999999999 0.091195000000000012 -0.56176499999999996 -0.065269999999999981 0.090100000000000013 0.088975000000000012 0.097845000000000015 0.095780000000000018 -0.16675999999999999 0.096475000000000019 0.40945500000000007 0.30112000000000005 0.10644500000000001 0.091440000000000007 -0.23091999999999999 -0.079504999999999978 0.091220000000000009 0.26391000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 16 6 8 21 11 -5 12 13 22 27 -13 -14 26 19 -19 -16 -10 -6 23 -4 -20 -2 -3 -1 29 -29
right_child=1 2 10 9 7 -7 -8 -9 20 -11 -12 14 15 -15 17 -17 -18 18 24 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00062282544602949071 0.00060979388485666848 0.00037431435000384442 0.00031773284727108856 0.00053758971960280594 0.00060717806700064016 0.00039259223378715379 0.00033932711429006195 0.00028390060118064771 0.00060251662608089989 0.00032498268969637957 6.9424539625904404e-05 0.00064818809874425665 0.0002085147897514822 0.00056284191326151894 0.00057669242604523854 0.00035512388548722455 0.00039338651459068681 0.00035873503834707861 0.00049722978274926522 0.00053927651577834266 0.0007278466840495171 0.00049228023509589988 0.00014822722037875636 0.00014874338372212085 0.00063704705399736752 0.00048601085210547726 0.0002686799926181233 0.00060422175602276192 0.00051013864549762891 0.00050363209582065225
leaf_weight=545 52 21 23 34 28 48 26 24 20 65 54 46 26 220 442 50 33 23 26 301 65 49 99 22 21 20 166 524 27 21
leaf_count=545 52 21 23 34 28 48 26 24 20 65 54 46 26 220 442 50 33 23 26 301 65 49 99 22 21 20 166 524 27 21
internal_value=0 0.00031033 0.000278253 0.000575489 0.000353207 0.00058295 0.000586911 0.000474617 0.000589733 0.000397999 0.000190442 0.000585529 0.000220147 0.000601516 0.000560645 0.000304968 0.000297469 0.000555691 0.00049367 0.000561535 0.000698357 0.000534061 0.00017538 0.000235116 0.000559701 0.00057541 0.000280543 0.000609133 0.000596088 0.000600346
internal_weight=0 667 595 2454 321 2355 2307 101 2281 99 274 2196 220 1337 859 76 220 813 70 743 85 77 144 45 47 72 187 1117 572 545
internal_count=3121 667 595 2454 321 2355 2307 101 2281 99 274 2196 220 1337 859 76 220 813 70 743 85 77 144 45 47 72 187 1117 572 545
is_linear=0
shrinkage=0.00196078


Tree=8247
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 14 1 2 2 4 47 1 4 0 1 43 14 12 12 1 51 160 3 52 40 15
split_gain=14.9061 2.57051 1.49398 1.25793 0.990783 0.842094 0.49542 0.468077 0.459461 0.428943 0.393416 0.362707 0.29448 0.280183 0.141169 0.133045 0.131473 0.151401 0.139192 0.120723 0.111238 0.102035 0.0890996 0.0889368 0.0931755 0.0850198 0.08324 0.073524 0.0651518 0.0642605
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.11474000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.14838000000000004 0.40945500000000007 0.090100000000000013 0.091195000000000012 -0.013514999999999998 0.18019500000000002 0.083345000000000016 0.064745000000000011 -0.23083499999999998 0.10124000000000001 0.090285000000000018 0.11669000000000002 -0.085989999999999997 -0.075414999999999982 -0.016324999999999996 -0.057699999999999994 -0.0079899999999999988 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 9 12 21 11 -5 15 13 27 20 -1 17 19 22 -13 -3 -6 28 24 -22 -15 -27 -4 -18 -14
right_child=1 2 7 10 8 -7 -8 -9 -10 -11 -12 16 29 25 -16 -17 18 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00086520588174581338 0.00083830440330431562 0.00055670984403688993 0.0004099623116495672 0.00077231916391657025 0.00083771877320346576 0.00057645327171152512 0.00054605119461575513 0.00055459551769839312 0.00046340983324483329 0.00097921324405126991 0.00050910246950355387 0.00084849281668042636 0.00029148507179317207 0.00042130159276068365 0.0005911056592006875 0.00081204508743049357 0.0007393817084407375 0.00066029365521435646 0.00066375118647230696 0.00075809488131318276 0.00032911440302782198 0.00069826812866856066 0.00076444467877578935 0.0003334195459824486 0.00047384630353244168 0.00036918547777323537 0.00024293910104577631 0.00056946412452003534 0.00084797959318831607 0.00018043998845124968
leaf_weight=1117 76 33 20 34 43 48 22 37 24 84 61 373 33 23 33 216 26 20 37 67 20 38 209 29 118 31 57 25 116 51
leaf_count=1117 76 33 20 34 43 48 22 37 24 84 61 373 33 23 33 216 26 20 37 67 20 38 209 29 118 31 57 25 116 51
internal_value=0 0.000498107 0.000456066 0.000824482 0.000543554 0.00083348 0.000838875 0.000349312 0.000701695 0.000841719 0.000603306 0.000836424 0.000317665 0.000368065 0.000472289 0.000856592 0.000804721 0.000827144 0.000778137 0.000834728 0.000452684 0.000772297 0.000790195 0.000432128 0.000452871 0.000315155 0.000287412 0.000498574 0.000828095 0.000224065
internal_weight=0 691 615 2430 338 2335 2287 277 105 2265 95 2181 240 156 233 1333 848 460 388 440 200 81 351 167 138 111 88 45 142 84
internal_count=3121 691 615 2430 338 2335 2287 277 105 2265 95 2181 240 156 233 1333 848 460 388 440 200 81 351 167 138 111 88 45 142 84
is_linear=0
shrinkage=0.00196078


Tree=8248
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 4 10 2 14 15 123 2 2 12 3 12 0 15 1446 52 159 16 1 1429 1454 2 52 483 12 403
split_gain=0.397125 0.0931199 0.0449089 0.0540099 0.0434159 0.0361261 0.0352305 0.0349084 0.0271711 0.0232337 0.0227745 0.0219119 0.0546532 0.021077 0.0269996 0.0237158 0.0195638 0.0302256 0.0191873 0.0198012 0.0490286 0.0652813 0.0193197 0.0333617 0.0245172 0.0251473 0.0348845 0.0285566 0.0247631 0.0213445
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.41257000000000005 -0.062879999999999978 0.10005000000000001 0.062655000000000016 -0.43375999999999998 0.11679000000000002 -1.0000000180025095e-35 0.10613000000000002 0.080890000000000017 -0.087909999999999988 0.095780000000000018 -0.064754999999999993 -0.040804999999999994 0.11581000000000001 0.26521500000000003 -0.094234999999999985 -0.040964999999999994 0.080270000000000022 0.084690000000000015 0.081720000000000015 0.084055000000000005 -0.013374999999999998 -0.096724999999999992 0.083815000000000014 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 10 7 -2 -4 8 18 -7 11 -3 -13 14 -9 16 17 -15 19 22 -21 -22 24 -24 25 26 -1 -27 -28 -29
right_child=1 2 6 -5 -6 9 -8 13 -10 -11 -12 12 -14 15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 27 28 29 -30 -31
leaf_value=0.00477012162196583 0.0057075604479519294 0.0015093926265716362 -0.0029660240126152832 0.0081243816821370274 0.0016445267024788668 0.0045669735808907125 0.0016547794066756579 0.00079197897575795657 0.008083723052577289 0.00070893383774630453 -0.00049444022588431837 0.0063911860899534077 0.0027107493235878914 0.0063223971195984635 0.0048459304125888433 0.0051271522711535955 0.004767998513222362 0.010474476766669089 0.0091482987098226495 0.006428849726107042 0.0051839975515031262 -0.0018132152152247729 0.0059677226028748446 0.0025284106315424048 0.0036825553995246691 0.0091370111230660144 0.010909395257809333 0.0042726882315259809 0.0076189291836327002 0.006414594899441229
leaf_weight=28 179 78 21 20 22 37 77 20 81 27 20 50 209 50 92 226 30 27 22 106 40 20 471 30 30 37 35 49 66 921
leaf_count=28 179 78 21 20 22 37 77 20 81 27 20 50 209 50 92 226 30 27 22 106 40 20 471 30 30 37 35 49 66 921
internal_value=0 0.00338627 0.00257172 0.00306747 0.0060665 0.00497849 0.000664607 0.00610735 0.00629093 0.00293936 0.00278417 0.00297875 0.00342126 0.0053087 0.00412201 0.00570783 0.00693431 0.00777832 0.00621265 0.00617741 0.00513587 0.00285159 0.00628113 0.00576178 0.00650428 0.0065788 0.00789335 0.0064104 0.00875919 0.0063064
internal_weight=0 718 475 377 2403 243 98 2381 1936 64 357 337 259 445 112 333 107 77 1855 1833 166 60 1667 501 1166 1136 129 1007 101 970
internal_count=3121 718 475 377 2403 243 98 2381 1936 64 357 337 259 445 112 333 107 77 1855 1833 166 60 1667 501 1166 1136 129 1007 101 970
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 4 4 0 1 1 2 14 4 15 0 0 43 39 4 4 0 3 2 14 150 2
split_gain=13.487 1.55757 1.4332 0.909987 0.837338 0.613099 0.54997 0.40517 0.366126 0.365037 0.35096 0.319407 0.270854 0.220171 0.182418 0.179741 0.157925 0.225088 0.156762 0.156017 0.146317 0.129896 0.117972 0.0975577 0.0943105 0.0885363 0.0857472 0.0840809 0.0785108 0.0883553
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091545000000000015 0.27287000000000006 0.14285500000000004 0.40124500000000002 -0.17966999999999997 0.0052350000000000009 -0.23194499999999998 0.15471500000000002 0.10124500000000002 0.12358500000000001 0.076175000000000007 -0.059649999999999988 -0.03241999999999999 0.13134000000000004 -0.13027499999999997 -0.04890499999999999 0.087690000000000004 -0.0070899999999999991 -0.50262499999999988 -0.093584999999999988 0.092670000000000016 0.089005000000000015 -0.45687499999999998 0.084680000000000019 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 11 15 7 21 22 -6 14 -1 27 20 24 19 18 -18 -13 -4 -11 -3 -5 -21 -7 -22 -25 -8 29 -2
right_child=1 6 5 8 9 10 12 -9 -10 13 -12 16 -14 -15 -16 -17 17 -19 -20 23 25 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00089921298405278396 0.00049119477422019232 0.00051422074396560919 0.00059374274195871113 0.0007203918417244006 0.00069903809056487138 0.00078434757225816784 0.0003390782447505732 0.00020725769151687401 0.00039756729156081139 0.00043198047060652434 0.00059342925746470746 0.00077784647280690485 3.1775277974057936e-05 0.00039509239183865581 0.0005281139238207948 0.00085592236360320653 0.00065258570876591468 0.00044123071904658012 0.00057982351039926423 0.00086400427601554183 0.00063878595915968224 0.00034412115856976422 0.00057918553583502508 0.00074105747342053806 0.00068918198020464019 0.00049644303377665558 0.00070033635692784532 0.0002044192855729422 0.00031401677913570037 0.00036779376295102803
leaf_weight=22 30 45 31 46 31 43 21 42 29 39 191 51 35 85 26 46 76 26 22 22 42 28 45 915 581 28 254 118 64 87
leaf_count=22 30 45 31 46 31 43 21 42 29 39 191 51 35 85 26 46 76 26 22 22 42 28 45 915 581 28 254 118 64 87
internal_value=0 0.000358299 0.000687501 0.000457016 0.000583192 0.000708372 0.000255482 0.000360697 0.000589424 0.000501465 0.000667322 0.000676535 0.000185944 0.000469894 0.000689035 0.000735599 0.000648542 0.000598711 0.000718168 0.00073107 0.000528226 0.000448977 0.000650565 0.000734644 0.00069574 0.000581849 0.00073221 0.000224763 0.000369232 0.000399435
internal_weight=0 590 2531 301 422 2109 289 115 120 225 841 197 174 194 650 1268 175 102 73 1222 109 73 91 1191 624 70 1169 139 181 117
internal_count=3121 590 2531 301 422 2109 289 115 120 225 841 197 174 194 650 1268 175 102 73 1222 109 73 91 1191 624 70 1169 139 181 117
is_linear=0
shrinkage=0.00196078


Tree=8250
num_leaves=31
num_cat=0
split_feature=1 3 12 39 44 4 3 0 2 12 1 12 42 13 52 0 4 11 15 51 0 43 4 0 1 49 13 40 14 4
split_gain=0.385625 0.0577756 0.0518209 0.047301 0.0398126 0.045313 0.0434228 0.0424936 0.0375222 0.0274511 0.0259212 0.0256156 0.0254926 0.0277109 0.0364761 0.0287694 0.0254113 0.0275993 0.0311193 0.0392553 0.0253461 0.0252636 0.0252276 0.0215226 0.0213357 0.0197095 0.0194402 0.018777 0.0177648 0.0172848
threshold=0.10920500000000001 0.31370500000000007 0.078300000000000008 0.087735000000000021 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.068944999999999992 1.0000000180025095e-35 -0.42850999999999995 0.085110000000000005 0.11734000000000001 -0.019989999999999997 -1.0000000180025095e-35 -0.057699999999999994 -0.22491999999999998 0.40124500000000002 1.0000000180025095e-35 0.040760000000000005 0.10302500000000002 -0.14454499999999995 -0.086909999999999987 -0.14098499999999997 -0.13843999999999998 0.14173500000000003 -0.069799999999999987 -0.066634999999999986 -0.0061149999999999998 0.078320000000000015 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 -1 7 10 26 -3 27 16 -10 -14 -15 -16 17 22 19 -19 25 -9 -4 -24 -11 -12 -2 -7 -20 -25
right_child=1 9 11 -5 -6 6 -8 21 12 24 20 -13 13 14 15 -17 -18 18 28 -21 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0066734795492245924 0.0068072278250662262 0.0030987797777301501 0.0035818518312552418 0.0020616089360889311 0.0085081396239071062 0.0052686336617916822 0.0007026993891816925 0.0048947275793623365 1.3092181844902889e-05 0.001020067489852885 0.0050948358813823176 0.0044168115841544597 0.0021524321341600556 0.0081082402765750902 0.00056828902369099007 0.005066981515582567 0.0026223841984756293 0.0074862987317968728 0.011715557901161015 0.0026153934409930595 0.0060032941251046074 0.00057285591610707349 0.0028901345818303525 0.0063219177494783984 -0.0026696741250343621 0.0022596546269373083 0.0042486963724194656 0.0082886089261488185 0.007972439921650221 0.0054640592645365431
leaf_weight=90 62 35 39 157 29 50 33 21 21 42 41 87 65 25 21 44 20 78 21 21 59 38 20 1514 25 61 57 35 32 278
leaf_count=90 62 35 39 157 29 50 33 21 21 42 41 87 65 25 21 44 20 78 21 21 59 38 20 1514 25 61 57 35 32 278
internal_value=0 0.00297875 0.00588786 0.00346386 0.00492243 0.00467947 0.00414852 0.00452135 0.00421015 0.000829003 0.00509941 0.00609697 0.00328279 0.00372578 0.00486208 0.00361356 0.00616922 0.00620464 0.0075 0.00645308 0.00435355 0.00211115 0.00609826 0.00615243 -0.000356702 0.00339929 0.00558171 0.00651215 0.00945556 0.00618883
internal_weight=0 554 2567 452 457 428 338 305 295 102 246 2110 176 155 90 65 2023 2003 152 99 161 59 1851 1812 67 102 119 85 53 1792
internal_count=3121 554 2567 452 457 428 338 305 295 102 246 2110 176 155 90 65 2023 2003 152 99 161 59 1851 1812 67 102 119 85 53 1792
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=31
num_cat=0
split_feature=1 2 124 4 2 150 132 1 158 4 16 52 42 3 3 3 42 376 1 3 15 12 11 15 484 52 51 158 4 43
split_gain=0.312356 0.0501854 0.0421285 0.0375795 0.027488 0.0272027 0.0244078 0.0275425 0.0225905 0.028821 0.0218838 0.0384715 0.0268453 0.0298737 0.0261268 0.0230621 0.0233795 0.0213476 0.0212661 0.0178247 0.0230222 0.0173587 0.0172666 0.0436449 0.0170046 0.0186421 0.0247948 0.0183567 0.0169399 0.0168775
threshold=0.10920500000000001 0.14753000000000002 -0.076779999999999987 0.27287000000000006 0.10045500000000002 0.084680000000000019 0.08764000000000001 0.15799000000000005 0.07968500000000002 0.24564500000000003 0.51222500000000004 0.039215000000000007 0.075730000000000006 -0.10217499999999997 -0.074084999999999998 -0.086424999999999988 0.11326500000000002 0.084545000000000009 0.12958500000000003 0.10893000000000001 -0.080694999999999989 0.083535000000000012 0.077290000000000011 1.0000000180025095e-35 0.062030000000000009 -0.0015799999999999998 -1.0000000180025095e-35 0.10398500000000001 0.038415000000000012 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 17 5 8 -2 7 -3 9 22 11 12 13 -6 28 -13 -17 29 -5 20 -15 -10 -4 -24 25 26 -23 -27 -14 -1
right_child=1 6 4 18 10 -7 -8 -9 21 -11 -12 15 14 19 -16 16 -18 -19 -20 -21 -22 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0051381275031334639 0.0046696024348641708 0.00098325223976095761 0.0054311786139580485 0.0031321327269064831 -0.00022959891085823377 0.0021830289887799091 0.0033470264137057323 -0.0031985272143390921 0.0084973311897269203 0.001852136537094008 0.0059419833395654214 0.0029465757848309549 0.0076603138862992642 0.0020988879349225992 0.002897792932873761 0.006632721760904352 0.0032038867803445706 0.0055664141196757558 0.0011150113991176597 0.001362800427134438 0.0060039842423672482 0.0085959358262303089 0.0038911235805314318 0.0091539876884780824 0.0038813623749384923 0.010322894761338831 0.0047831797331155312 0.0061894602937779082 0.0041457673510223005 0.0019628034722492366
leaf_weight=22 173 63 1646 112 30 59 28 21 38 22 116 29 32 26 44 116 24 37 98 29 36 23 26 40 28 22 66 21 24 70
leaf_count=22 173 63 1646 112 30 59 28 21 38 22 116 29 32 26 44 116 24 37 98 29 36 23 26 40 28 22 66 21 24 70
internal_value=0 0.00268087 0.00529908 0.00315998 0.00539226 0.00403724 0.000790112 -6.21926e-05 0.00556411 0.00544856 0.00473614 0.00437748 0.00350896 0.00250701 0.00472131 0.00551325 0.00604492 0.00353793 0.00219081 0.00340918 0.00436636 0.00657604 0.00549477 0.00708074 0.00611973 0.00659454 0.0057685 0.00830424 0.00615408 0.00272212
internal_weight=0 554 2567 442 2438 232 112 84 1932 1734 506 390 221 121 100 169 140 129 210 91 62 198 1712 66 160 132 89 43 56 92
internal_count=3121 554 2567 442 2438 232 112 84 1932 1734 506 390 221 121 100 169 140 129 210 91 62 198 1712 66 160 132 89 43 56 92
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=31
num_cat=0
split_feature=1 12 51 43 1375 1 3 13 13 147 12 151 43 52 3 3 1 3 2 11 2 133 3 484 484 49 484 43 43 43
split_gain=0.254297 0.0614698 0.0365056 0.0346182 0.0407777 0.0322335 0.0268288 0.0255342 0.0253044 0.0252669 0.0244551 0.0227966 0.0208732 0.0190423 0.0188201 0.0187078 0.0315056 0.0186541 0.0164203 0.015814 0.0382148 0.0172247 0.0261169 0.0194067 0.055573 0.0258132 0.0367679 0.0184438 0.0448353 0.0397767
threshold=0.11690500000000002 0.078300000000000008 -0.40274499999999996 -0.077604999999999993 -0.096099999999999977 0.16773500000000005 0.12178000000000001 0.23855500000000004 -0.0093149999999999986 0.089365000000000014 0.099815000000000015 -1.0000000180025095e-35 -0.073404999999999984 0.19022000000000003 -0.076234999999999983 -0.0049599999999999991 0.091535000000000019 -0.0043399999999999992 0.09358000000000001 0.080455000000000013 0.087995000000000004 -0.097509999999999986 -0.091869999999999993 0.087020000000000014 0.085435000000000025 0.11428500000000001 0.091880000000000003 -0.0057949999999999989 -0.0084099999999999991 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 -5 13 9 8 17 15 19 -10 14 -4 -12 16 18 -1 -6 21 -21 22 -3 24 27 26 -25 28 29 -23
right_child=2 10 5 4 6 -7 -8 -9 11 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039424134311509497 0.0055058684700203166 0.008449536433909088 0.001736909478220241 0.00021469024776825277 0.0072415669639171523 -0.0021083051737930095 0.0025265890292145991 0.0051701270829653369 0.002256236397806788 0.0020654820188480828 0.0045693945518035448 -0.001689280842051462 0.0036439979652037528 0.0048454183870316712 0.0075266116897442521 0.0056914155098164217 0.00066715200770307674 0.00052669808057890762 0.0034593015715169411 0.010209665996953846 0.0053402104525804434 0.0049914024609833962 0.0053856060877218274 0.0095464515942148866 0.00070524794529333264 0.0026185325253754855 0.0055502153895419055 0.0041256026404245059 0.0077817079394630955 0.00059053739976315273
leaf_weight=67 27 32 320 23 22 21 55 32 32 28 93 27 241 21 28 207 22 21 24 20 83 933 213 30 33 20 99 269 57 21
leaf_count=67 27 32 320 23 22 21 55 32 32 28 93 27 241 21 28 207 22 21 24 20 83 933 213 30 33 20 99 269 57 21
internal_value=0 0.00469151 0.00195874 0.00375733 0.00429625 0.00169417 0.00455847 0.00261025 0.002053 0.0049273 0.00493236 0.000450661 0.00418205 0.00192834 0.00525371 0.00521868 0.00377963 0.0031273 0.00526821 0.00508242 0.00628574 0.00500981 0.00578579 0.00487978 0.00475704 0.00596131 0.00647957 0.0048615 0.00505731 0.00489453
internal_weight=0 2732 389 560 381 362 358 179 147 303 2172 59 362 341 121 275 68 88 46 1810 103 1707 245 1462 1313 149 129 1280 1011 954
internal_count=3121 2732 389 560 381 362 358 179 147 303 2172 59 362 341 121 275 68 88 46 1810 103 1707 245 1462 1313 149 129 1280 1011 954
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 4 1 2 14 0 0 15 52 4 1 15 16 47 4 15 474 50 47 50 16 40 43 16
split_gain=9.56985 1.51058 0.997915 0.839188 0.515488 0.324259 0.312293 0.308579 0.293743 0.257036 0.197761 0.218282 0.18828 0.186113 0.159494 0.148122 0.132425 0.104149 0.0979043 0.0915204 0.0881129 0.0940529 0.0887843 0.0795046 0.0779321 0.0774862 0.0763054 0.074135 0.0713267 0.0683835
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.36766000000000004 0.40473500000000007 0.042705000000000007 0.09253500000000002 0.14285500000000004 0.062655000000000016 -0.11173999999999999 -0.079119999999999982 -0.098289999999999975 1.0000000180025095e-35 0.26790000000000008 0.14754500000000001 -0.41396999999999995 0.10246000000000001 0.078345000000000012 -0.49405499999999997 0.050935000000000008 0.10008000000000002 0.083640000000000006 0.10350500000000001 0.086295000000000011 -0.039889999999999988 -0.065259999999999999 -0.018859999999999998 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 9 24 10 -5 27 11 13 -13 -1 15 29 -7 -18 19 -2 23 22 -22 28 -4 -11 -15 -3 -14 -9
right_child=1 5 6 8 -6 16 -8 14 -10 25 -12 12 20 26 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074091964731666927 0.00037109274872127368 0.00034085871542201322 0.00069188248702935662 0.00063552366271013485 0.0004736352973660223 0.00027816737683601363 0.00043289889946726025 0.0006659980051245244 0.00040937706253033648 0.00017601897311218253 0.00078382553053304614 0.00070284962403593043 0.00058171430858326885 0.00047445803857001283 0.00067793498219414431 0.00044720144998591229 0.00023043731994488659 5.2727846750279978e-05 0.000532780401910856 0.00048226679760142048 0.00059641238223503176 0.0006711402181625878 0.00069670426114421967 0.00081912682058653122 0.00059170058281409746 0.00034289625240489839 0.00061468534376107019 0.000479930568961244 0.00071296650015450775 0.00057874971108819303
leaf_weight=22 175 20 72 34 48 117 32 51 63 23 79 1191 20 37 113 26 32 21 20 34 161 329 43 21 51 20 25 56 78 107
leaf_count=22 175 20 72 34 48 117 32 51 63 23 79 1191 20 37 113 26 32 21 20 34 161 329 43 21 51 20 25 56 78 107
internal_value=0 0.000403366 0.000483956 0.000667374 0.000674748 0.000296286 0.000605452 0.000678939 0.000488645 0.000374787 0.000687673 0.000683731 0.000688186 0.00058598 0.000619953 0.000584344 0.000241334 0.000160024 0.00040172 0.000389178 0.000661401 0.00065063 0.000617552 0.000709641 0.000650344 0.000253636 0.000531001 0.000443333 0.00068618 0.000606912
internal_weight=0 673 384 2448 2351 289 155 2303 97 119 2006 1927 1843 84 297 184 170 53 229 209 652 533 204 119 123 43 62 76 98 158
internal_count=3121 673 384 2448 2351 289 155 2303 97 119 2006 1927 1843 84 297 184 170 53 229 209 652 533 204 119 123 43 62 76 98 158
is_linear=0
shrinkage=0.00196078


Tree=8254
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 14 47 4 2 4 1 2 2 150 47 2 11 4 1 4 10 481 14 4 52 12 49
split_gain=17.2533 2.80814 1.67265 1.4301 1.00902 0.901672 0.502324 0.455376 0.44154 0.42799 0.368768 0.300892 0.278817 0.25355 0.311672 0.202621 0.195051 0.133326 0.13143 0.127407 0.0890728 0.078758 0.0709828 0.069486 0.0694351 0.067369 0.0591914 0.0589426 0.057463 0.0567397
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 0.090100000000000013 0.089005000000000015 1.0000000180025095e-35 -0.036839999999999991 0.15799000000000005 0.022185000000000003 -1.0000000180025095e-35 -0.0066299999999999996 -0.41790499999999997 0.27834500000000006 0.40674500000000008 0.096475000000000019 -0.039339999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 8 16 -5 13 11 28 12 -4 18 15 -15 19 23 27 22 -2 -13 -7 -3 -20 -14 29 -1 -6 -25
right_child=1 2 9 7 10 6 -8 -9 -10 -11 -12 21 25 14 -16 -17 -18 -19 24 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00082679786459332694 0.0008304101339742249 0.00030134111640228777 0.00043557805012463919 0.00072697050173389875 0.00078239284184466562 0.00075118157014348143 0.0005034275399276026 0.00044539744678480099 0.00095280314900434663 0.00047145248331653753 0.00045398046694744646 0.00018913475429399213 0.00033674688541634193 0.00059044203845639567 0.00053028519291554565 0.00078204890026100315 0.00057787035317981945 0.00051526828086312447 0.00084869961240989652 0.00083546773845455846 0.00068508936883577328 6.7615075045699116e-05 0.00069462227232431999 0.00040630634322948422 0.00077714159079052573 0.00021422780767156211 0.00043620682144027189 0.0007263394966658018 0.00066825231690956905 0.00029965783114224937
leaf_weight=948 50 35 39 34 28 216 41 63 76 34 30 70 22 23 23 274 30 33 59 49 24 29 141 44 448 80 78 23 43 34
leaf_count=948 50 35 39 34 28 216 41 63 76 34 30 70 22 23 23 274 30 33 59 49 24 29 141 44 448 80 78 23 43 34
internal_value=0 0.000422925 0.000378407 0.000777411 0.000473545 0.000787038 0.000710926 0.000544093 0.000806411 0.000265562 0.00063625 0.000236394 0.000294569 0.000800223 0.000750182 0.000767211 0.000730438 0.000400182 0.000811057 0.000741712 0.000783279 0.000153538 0.000728843 0.000380298 0.000785469 0.000240653 0.000398013 0.000824418 0.000713265 0.000359819
internal_weight=0 673 599 2448 325 2351 477 97 1874 274 101 240 141 1798 320 297 436 224 1478 406 74 99 357 191 507 102 156 971 71 78
internal_count=3121 673 599 2448 325 2351 477 97 1874 274 101 240 141 1798 320 297 436 224 1478 406 74 99 357 191 507 102 156 971 71 78
is_linear=0
shrinkage=0.00196078


Tree=8255
num_leaves=31
num_cat=0
split_feature=1 52 1 12 49 1 50 123 43 0 47 151 42 3 12 1 10 41 15 131 133 484 2 12 52 4 151 43 1456 457
split_gain=0.314462 0.0518226 0.043513 0.0434855 0.0338798 0.0342178 0.0278285 0.0258311 0.0274489 0.0264414 0.0250193 0.0230957 0.0238542 0.022378 0.0216124 0.0316917 0.0212077 0.0208772 0.0291376 0.0204323 0.0203519 0.0230608 0.0518536 0.0239714 0.0284857 0.0270064 0.0238127 0.0213568 0.0231605 0.02328
threshold=0.10920500000000001 -0.28430999999999995 0.14860500000000001 0.078300000000000008 -0.15302999999999997 0.08864000000000001 0.14026500000000003 0.11679000000000002 0.070450000000000013 -0.082084999999999977 0.077555000000000013 0.079100000000000018 0.089390000000000011 -0.0049599999999999991 0.08815000000000002 0.089770000000000016 -1.0000000180025095e-35 0.077565000000000009 0.13592500000000005 0.09031500000000002 0.08784500000000002 -0.081614999999999979 0.084415000000000004 0.086655000000000024 -0.012164999999999999 -0.047864999999999991 -0.0052199999999999989 -0.091784999999999992 0.079435000000000019 -0.0056599999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 6 4 -1 10 7 8 16 -10 -6 12 13 -7 15 20 -3 18 -16 -2 27 26 -23 24 -24 -25 -22 -5 29 -29
right_child=1 2 -4 14 5 11 -8 -9 9 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 21 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0085399209806928424 0.0078106167923229254 0.0010300872098612248 -6.9287805232424067e-06 0.0080982318987870335 0.0048449690337973644 0.0028194170927609737 0.0062885444381787572 -0.00061822159053838768 0.007884143642149866 0.0027420200780034066 0.008069651111561273 0.00058027866568105926 0.00065103681602825725 0.0050398501994034939 0.0054767853667246546 0.0025446396562843945 0.0029397195867357216 0.0026288679617989278 0.0026640973789127248 0.0036698438946835021 0.0054635092335229276 0.010198170331899417 0.0055444480656015298 0.0088126335144042972 0.0011015677514175574 0.004327649836717495 0.00058368829078972342 0.0036336582645251445 0.0078008486308002228 0.0061187124003792524
leaf_weight=20 26 73 62 63 171 73 22 23 20 20 28 24 21 120 1197 26 286 28 38 22 20 22 31 25 27 29 20 41 75 468
leaf_count=20 26 73 62 63 171 73 22 23 20 20 28 24 21 120 1197 26 286 28 38 22 20 22 31 25 27 29 20 41 75 468
internal_value=0 0.00277255 0.00247466 0.00539957 0.00451518 0.00433098 0.00282119 0.00264043 0.00282827 0.00531308 0.00529869 0.00352184 0.00385173 0.0042 0.00559111 0.00598193 0.00255141 0.00532902 0.00539024 0.00591276 0.00609078 0.0051307 0.00575968 0.00488784 0.00347621 0.00640403 0.0030236 0.00634898 0.00616028 0.00591854
internal_weight=0 554 506 2567 457 437 444 422 399 40 199 238 214 193 2110 847 359 1263 1235 48 821 174 134 112 58 54 40 647 584 509
internal_count=3121 554 506 2567 457 437 444 422 399 40 199 238 214 193 2110 847 359 1263 1235 48 821 174 134 112 58 54 40 647 584 509
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 47 2 2 2 4 0 1 2 47 52 49 13 1 4 14 1 51 52 12 1 12
split_gain=15.5953 2.55777 1.41958 1.25827 0.967811 0.81734 0.708487 0.534847 0.500088 0.446182 0.415147 0.380006 0.344325 0.210781 0.166355 0.127431 0.126022 0.109622 0.105086 0.0931535 0.09089 0.0897148 0.0883083 0.0771522 0.0804607 0.109149 0.0725928 0.070734 0.0908942 0.070154
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.14285500000000004 0.27834500000000006 -0.22491999999999998 0.086920000000000011 0.094835000000000017 0.090100000000000013 -0.56176499999999996 0.088340000000000016 -1.0000000180025095e-35 0.14699000000000004 -0.0070899999999999991 -0.23083499999999998 0.11690500000000002 -0.085989999999999997 0.40674500000000008 0.096990000000000007 0.089875000000000024 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 17 6 7 11 16 12 22 15 13 -4 -13 26 -1 23 -16 -18 -15 -14 -6 -3 25 -25 -5 28 -20 -24
right_child=1 2 9 5 10 -7 -8 -9 -10 -11 -12 14 21 20 18 -17 19 -19 27 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00066457476039059687 0.00063846250217488676 0.0003413779064525966 0.00030704825643818523 0.00068204779421697579 0.00066867301658189704 0.00024949514745351145 0.00037852077659517605 0.00080370995731208073 0.00032597898914223062 0.00035353548263439489 0.00027224794608461699 0.00046154594937570733 8.856838024998323e-05 0.00010421541826583697 0.00071232182572978405 0.00063706411829645966 0.00041177359925509958 0.00037672238213309509 0.00063413925734092421 0.00057824761698059004 0.00024028865233355879 -2.9780088500290449e-05 0.00058873450450698148 0.00012241808843671106 0.00013961976234440622 0.00027887616507416848 0.0005749345725657893 0.0005867263437881661 0.00053177411599015741 0.00045202227286350577
leaf_weight=28 76 33 39 902 23 20 37 86 64 37 24 27 53 77 43 394 24 33 453 28 25 46 31 20 27 120 25 263 36 27
leaf_count=28 76 33 39 902 23 20 37 86 64 37 24 27 53 77 43 394 24 33 453 28 25 46 31 20 27 120 25 263 36 27
internal_value=0 0.000299109 0.000257172 0.000632943 0.000342454 0.000644142 0.000647625 0.000652092 0.000455168 0.000153111 0.00049875 0.000646007 0.000122212 0.000184445 0.000612907 0.000666604 0.00055852 0.00027202 0.000618048 0.000501413 0.000137567 3.35782e-05 0.000565862 0.000254744 0.000237624 0.000256525 0.000679159 0.000612657 0.000626603 0.000525093
internal_weight=0 691 615 2430 338 2286 2266 2229 144 277 105 2143 240 141 822 1321 80 233 795 52 102 99 81 200 167 140 927 752 489 58
internal_count=3121 691 615 2430 338 2286 2266 2229 144 277 105 2143 240 141 822 1321 80 233 795 52 102 99 81 200 167 140 927 752 489 58
is_linear=0
shrinkage=0.00196078


Tree=8257
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 4 2 4 2 40 15 132 160 3 3 11 52 12 14 0 4 160 49 132 2 123 4 13 124 159
split_gain=0.317722 0.0783762 0.0368305 0.0371824 0.0463631 0.0342164 0.032848 0.0318403 0.0314592 0.0247171 0.0238693 0.0228273 0.0419142 0.0320056 0.0318008 0.0226162 0.0327249 0.0215226 0.0206754 0.0225393 0.0420129 0.0306025 0.0459743 0.0204931 0.0313292 0.0202997 0.0210295 0.0197537 0.0195563 0.0210532
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 0.11474000000000002 -0.062539999999999984 0.094835000000000017 -0.077474999999999988 -0.41942499999999994 0.090145000000000017 -0.059339999999999997 -0.13927999999999999 -0.10831999999999999 0.084110000000000004 -0.56022499999999986 -0.091274999999999981 0.062655000000000016 -0.11173999999999999 -0.0016099999999999997 -0.046074999999999991 -1.0000000180025095e-35 0.088890000000000011 0.25063000000000007 0.10695000000000002 0.42642000000000008 -0.017449999999999997 -0.074709999999999985 0.014475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 9 -5 8 10 -6 18 -3 -2 13 -13 -10 -15 -12 -17 -11 19 20 -1 -22 -23 24 -4 26 -9 -14 -16 -30
right_child=1 2 23 4 7 -7 -8 25 11 17 15 12 27 14 28 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015183271889231708 0.0020503152206185322 0.0026227764931379583 0.0013949746856625374 0.0065600397938396782 0.0057311562151880942 0.0014818914012390784 0.0026431233038394049 0.0019866690532161064 0.0071959749247217852 0.0012594158837475396 0.0048435253135086795 -0.00073251241119578483 0.0066671494441106916 0.00088092172052711248 0.0029874177606594144 0.0047129105906192729 0.010052415371562045 -0.0029442089909155456 0.0073229117986759081 0.0056892315145885223 0.0023229235323378819 0.0033497182563656854 0.0094503133961309996 0.0031621669140725357 -0.0027587888785637915 -0.00060604803840674109 0.0043344364154445768 0.0026506617238434655 0.0048747155658665879 0.0068624708782731294
leaf_weight=38 21 51 46 38 32 22 70 130 62 29 106 20 25 20 46 22 24 21 72 1562 20 21 30 23 30 21 54 24 379 62
leaf_count=38 21 51 46 38 32 22 70 130 62 29 106 20 25 20 46 22 24 21 72 1562 20 21 30 23 30 21 54 24 379 62
internal_value=0 0.00301017 0.00226288 0.00271472 0.00331737 0.00540752 0.00447091 0.00279745 0.00544379 0.00107382 0.00521048 0.00484299 0.00312528 0.00505128 0.00478901 0.00564708 0.00749874 -0.000506107 0.0056637 0.00559221 0.00420191 0.0056382 0.0069383 0.000546818 -0.000244669 0.00233951 0.00267569 0.00469989 0.00494951 0.00515417
internal_weight=0 718 475 376 275 2403 243 237 2381 101 173 638 69 569 507 152 46 50 1743 1671 109 71 51 99 76 205 184 49 487 441
internal_count=3121 718 475 376 275 2403 243 237 2381 101 173 638 69 569 507 152 46 50 1743 1671 109 71 51 99 76 205 184 49 487 441
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 47 14 0 16 47 1 2 4 4 4 0 0 16 49 47 160 159 42 160 43 16
split_gain=17.6432 2.81444 1.62886 1.51775 1.04932 0.918546 0.543518 0.531576 0.518559 0.489794 0.47911 0.37456 0.3516 0.34474 0.376506 0.286839 0.248495 0.226298 0.19638 0.232569 0.154748 0.151455 0.165243 0.126257 0.12263 0.119912 0.11932 0.117898 0.198961 0.114726
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.40473500000000007 0.14122000000000004 0.077845000000000011 0.13082500000000002 0.062655000000000016 -0.10607499999999999 -0.52595999999999987 0.078875000000000015 0.083345000000000016 0.14285500000000004 0.27834500000000006 0.0082450000000000006 -0.013125 0.14486500000000005 -0.079119999999999982 -0.45661999999999997 -0.009244999999999998 0.090100000000000013 -1.0000000180025095e-35 0.030370000000000005 0.090545000000000014 -0.079874999999999988 -0.074974999999999986 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 10 -6 12 -5 15 11 13 -7 14 -1 16 -4 20 19 25 -13 -20 -23 -3 -18 -14 -2 28 -22 -16
right_child=1 2 9 8 6 7 -8 -9 -10 -11 -12 17 18 -15 29 -17 24 -19 21 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080078196491092241 0.00087536195782767911 0.00040873210229814823 0.00045580366123495781 0.00079544343221254381 0.00076231657882580865 0.00052147434900900016 0.00044753628399442222 0.00053913739226163428 0.00047906194179699681 0.0005082471713978476 0.0010023668913447222 0.00086191736423064545 0.00081780310643398432 0.00093166850231311935 0.000450963167739766 0.00018498471449816383 0.00039110044901277506 0.00074624220964983172 0.00086064417056971355 0.00065351700307748342 0.00057532809966919472 0.00055005928526595971 0.00073734045864137657 0.00054007550071763337 0.00023304395005178073 0.00094761189631764305 0.00070153938576499411 0.00082788216724999689 0.00084554448909725515 0.00064126242246879278
leaf_weight=51 49 191 39 28 71 21 30 41 69 37 70 1128 233 27 21 99 25 84 34 31 20 20 192 33 77 31 22 296 22 29
leaf_count=51 49 191 39 28 71 21 30 41 69 37 70 1128 233 27 21 99 25 84 34 31 20 20 192 33 77 31 22 296 22 29
internal_value=0 0.00045228 0.000408734 0.00081075 0.000502895 0.000820667 0.000668817 0.000754679 0.000570389 0.000298256 0.00084343 0.0008368 0.000770403 0.000734858 0.000682245 0.000265882 0.000322683 0.000845219 0.000780066 0.00081418 0.00085089 0.000739156 0.000719672 0.000428082 0.000271783 0.000833046 0.000821501 0.000814088 0.00071687 0.000561337
internal_weight=0 673 602 2448 325 2351 101 603 97 277 1748 1678 562 128 101 240 141 1550 541 295 1466 246 212 224 102 264 71 338 42 50
internal_count=3121 673 602 2448 325 2351 101 603 97 277 1748 1678 562 128 101 240 141 1550 541 295 1466 246 212 224 102 264 71 338 42 50
is_linear=0
shrinkage=0.00196078


Tree=8259
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 12 47 49 4 4 16 2 3 2 34 51 12 3 3 43 4 1 2 13 13 4 42 132 0 2
split_gain=12.7686 1.61372 1.39189 0.963192 0.742127 0.490464 0.466141 0.35702 0.35104 0.325004 0.309208 0.292926 0.29155 0.316072 0.25361 0.242443 0.232778 0.238421 0.16827 0.190077 0.190005 0.145351 0.139653 0.139447 0.11745 0.11283 0.10932 0.109222 0.105267 0.100673
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.10089500000000001 0.051320000000000005 0.085505000000000012 0.14705000000000004 0.40124500000000002 0.27834500000000006 -0.061854999999999993 0.13754500000000003 -0.14186499999999996 0.091265000000000013 -1.0000000180025095e-35 -0.096089999999999981 -1.0000000180025095e-35 0.11658 0.092670000000000016 -0.04890499999999999 -0.15289999999999995 1.0000000180025095e-35 0.085730000000000015 -0.11122999999999998 -0.016469999999999995 -0.0070899999999999991 0.11387000000000001 0.080640000000000017 -0.14832499999999996 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 29 7 27 11 15 25 12 -8 14 23 -14 -3 -4 -6 -18 19 21 -20 26 -21 -7 -16 -5 -17 -1 -25 -2
right_child=1 6 4 8 16 9 10 -9 -10 -11 -12 -13 13 -15 24 18 17 -19 20 22 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00059102464254792784 0.00044969861598861781 0.00015362686898751074 0.00074051738330741337 0.0007263107309459318 0.00034258548981275688 0.0008875698347206916 0.00026680910433073655 0.0003714697661937452 0.0004102917001447297 0.00046115573052221031 0.00051703317950627255 0.00013318585875865546 0.00072130306321564741 0.00066290923727224595 0.00027949202039454082 0.00072158588543197151 0.0006623518648999849 0.00038828970594466595 0.00066450531814266306 0.00077562420259392442 0.0004572942702120324 0.00047387732048706374 0.0006461600161758816 0.0008652138608300175 0.00043942918160083194 0.00058821584274566243 0.00052876396360350582 0.00039081542800618884 0.00072614077086718108 0.00034422972818734635
leaf_weight=22 47 40 75 46 49 43 39 20 29 20 37 101 1286 493 41 26 26 23 27 42 46 38 135 27 31 45 20 20 93 134
leaf_count=22 47 40 75 46 49 43 39 20 29 20 37 101 1286 493 41 26 26 23 27 42 46 38 135 27 31 45 20 20 93 134
internal_value=0 0.000361449 0.000681764 0.000461931 0.000592098 0.000705344 0.000256796 0.000627266 0.000598154 0.000709832 0.000388629 0.000209757 0.000712393 0.000705121 0.000278809 0.000639774 0.000438148 0.00053371 0.000617152 0.000640428 0.000533934 0.000563617 0.00067688 0.000791763 0.000348354 0.000658022 0.00063775 0.000495687 0.000757432 0.000371617
internal_weight=0 590 2531 301 527 2004 289 429 120 1962 76 213 1942 1779 112 409 98 49 334 261 73 84 177 163 72 91 46 42 120 181
internal_count=3121 590 2531 301 527 2004 289 429 120 1962 76 213 1942 1779 112 409 98 49 334 261 73 84 177 163 72 91 46 42 120 181
is_linear=0
shrinkage=0.00196078


Tree=8260
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 2 4 2 1 14 0 12 4 47 50 11 15 16 51 2 4 3 12 4 1 15 133
split_gain=19.7805 3.06386 1.94626 1.73249 1.11547 1.03529 0.646946 0.564735 0.545435 0.581949 0.439584 0.376873 0.264848 0.248686 0.212571 0.16351 0.153934 0.151963 0.145987 0.126314 0.119273 0.102833 0.102281 0.0995144 0.0986381 0.0961318 0.0953142 0.0873193 0.0917743 0.0870352
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13501500000000002 0.077845000000000011 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.086920000000000011 0.062655000000000016 -0.22491999999999998 0.08401500000000002 0.0067750000000000006 0.090100000000000013 0.086295000000000011 1.0000000180025095e-35 0.024640000000000006 0.13751500000000003 -1.0000000180025095e-35 0.17025000000000004 -0.036839999999999991 -0.11171999999999999 0.10124000000000001 0.022185000000000003 0.11669000000000002 -0.14147499999999996 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 16 11 13 -5 9 -4 25 12 -1 -7 -13 -16 27 22 24 21 -8 -20 -10 -2 -15 -6 -26 29 -29 -3
right_child=1 2 8 7 10 6 20 -9 17 -11 -12 14 -14 18 15 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00079625548296577246 0.00078932778975542852 0.00036319627678308754 0.00041494067242949358 0.00072072589514302272 0.00072576702406315131 0.00054205650253696188 0.0003907099462228576 0.00039055838680218213 0.00012154283716696948 0.00017387134561255784 0.00035860109176438033 0.0006332623372484027 0.00093590956426984272 0.00062239345320075758 0.00076662800610685232 0.00062187059660150546 0.00046575582858487139 0.00023574879137324353 0.00082970877569055461 0.00091628505014418771 0.00058773902395303627 0.00066458435277023204 -1.0691436640013132e-05 0.00063572541195777504 0.00073119058078643267 0.00058662766668976854 0.00067828263715930611 0.00032742085683223844 0.0001458083562479884 0.00022953321049969358
leaf_weight=1029 50 126 63 28 42 32 27 69 44 99 24 67 55 47 330 33 33 22 29 24 21 29 46 24 442 35 186 23 20 22
leaf_count=1029 50 126 63 28 42 32 27 69 44 99 24 67 55 47 330 33 33 22 29 24 21 29 46 24 442 35 186 23 20 22
internal_value=0 0.000363107 0.000316606 0.000742668 0.00041923 0.000753263 0.000697924 0.000485864 0.00019488 0.000267621 0.000590303 0.000783857 0.000803341 0.000711369 0.000734738 0.000753468 0.000342095 8.96656e-05 0.000718527 0.000796651 0.00047691 0.000747147 5.39564e-05 0.000739511 0.000709036 0.000662522 0.00071552 0.000320729 0.00024295 0.000343327
internal_weight=0 673 599 2448 325 2351 837 97 274 162 101 1514 1084 789 430 363 224 112 757 82 48 58 90 74 675 77 628 191 43 148
internal_count=3121 673 599 2448 325 2351 837 97 274 162 101 1514 1084 789 430 363 224 112 757 82 48 58 90 74 675 77 628 191 43 148
is_linear=0
shrinkage=0.00196078


Tree=8261
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 2 9 0 43 4 52 49 15 16 4 16 3 133 52 1 1 10 130 13 133 52 158 16 133 0
split_gain=0.475073 0.12183 0.0675362 0.0526283 0.0443948 0.0443827 0.071441 0.0403281 0.0303051 0.0292868 0.0357504 0.0364969 0.0265741 0.0265065 0.0591783 0.0259221 0.0258316 0.0250694 0.024834 0.0246519 0.0261069 0.0236572 0.0227585 0.0431495 0.0335648 0.0211434 0.0202194 0.0193907 0.0192894 0.018556
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.13247500000000004 0.10252500000000002 -1.0000000180025095e-35 0.024095000000000002 -0.00045499999999999995 0.042705000000000007 1.0000000180025095e-35 -0.023059999999999997 -0.46743999999999997 -0.008904999999999998 0.0052350000000000009 -0.083134999999999987 0.10299500000000002 0.0068000000000000014 0.048770000000000008 0.11588000000000001 0.10956 -0.0026549999999999994 0.096625000000000003 -0.0034749999999999994 -0.14032999999999998 -0.067494999999999986 0.082560000000000008 0.13751500000000003 -0.0097699999999999992 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 9 6 21 17 26 16 11 -11 -10 15 -15 -14 -1 19 -4 20 -8 -5 23 24 -13 -26 -7 -6 -27 -18
right_child=1 2 18 5 27 8 7 -9 12 10 -12 22 13 14 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00685912630548714 0.0069653327773124274 0.007910349846185584 -0.000189990536444753 0.0030738776950958247 0.0018560482134624317 0.0010865866514561139 0.0069251020644407945 0.0018143270799720831 0.007050632750615478 0.0009375176991203003 0.007125997909116024 0.0083154232605643901 0.0031476406304361184 0.0051912335678935056 -0.002106743211159483 0.0067767325412625302 0.0024468233026867813 0.0036032056212425231 0.0031120194060563606 0.0055299994125962261 0.011478337361477317 -0.0010324636986479164 0.0024671189001073011 0.0092881989906188744 0.0018769123164626461 0.0030203252894115515 0.0039539026764912472 0.0057210186799056834 0.0068695429891037444 0.0065582712225261191
leaf_weight=1960 102 28 69 47 27 119 34 22 20 21 113 23 81 20 25 26 23 25 34 50 20 20 23 29 30 23 31 25 30 21
leaf_count=1960 102 28 69 47 27 119 34 22 20 21 113 23 81 20 25 26 23 25 34 50 20 20 23 29 30 23 31 25 30 21
internal_value=0 0.00374539 0.00325592 0.00368314 0.00660356 0.00346396 0.00456577 0.00577163 0.002718 0.006669 0.00573337 0.00485422 0.00362397 0.00317309 0.0011368 0.00402948 0.00680533 0.00644651 0.000899993 0.00713 0.00861149 0.0018481 0.00537479 0.00587018 0.00493506 0.00399833 0.00167917 0.00371421 0.00519913 0.00440911
internal_weight=0 773 671 568 2348 540 218 151 322 2296 292 179 172 152 45 107 2004 129 103 104 54 67 158 135 106 83 150 52 53 44
internal_count=3121 773 671 568 2348 540 218 151 322 2296 292 179 172 152 45 107 2004 129 103 104 54 67 158 135 106 83 150 52 53 44
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 4 2 14 2 4 1 2 1 0 150 39 0 16 3 41 4 49 160 157 11 0 475 0 150 159
split_gain=11.2019 1.37904 1.14447 0.863949 0.683682 0.552312 0.548908 0.385284 0.382633 0.351877 0.290993 0.262409 0.156015 0.135498 0.176019 0.132033 0.125716 0.260256 0.129643 0.113215 0.135987 0.0950703 0.09319 0.0881913 0.0830046 0.0829425 0.0773059 0.107744 0.0736231 0.100609
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.27287000000000006 0.14122000000000004 0.076175000000000007 0.14285500000000004 0.25615500000000008 0.09253500000000002 0.089885000000000007 0.16175000000000003 -0.13027499999999997 0.081835000000000019 0.087690000000000004 -0.067624999999999977 0.071345000000000006 0.086245000000000016 0.085095000000000018 -0.49405499999999997 -0.054319999999999993 -0.073679999999999982 -0.0074399999999999996 1.0000000180025095e-35 -0.14832499999999996 -0.082904999999999993 -0.030209999999999997 0.084680000000000019 0.076905000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 6 8 7 11 15 -5 -4 16 22 14 25 -3 18 -18 -1 20 -15 -12 -7 -19 -9 -13 -22 -28 29 -2
right_child=1 5 10 9 -6 12 -8 24 -10 -11 21 13 -14 19 -16 -17 17 23 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00067616873750746991 0.00042675584198227141 0.00049898849236160061 0.00059514584383930501 0.00062739046819667752 0.0004082490717647252 0.00029011058377720615 0.00042730492621211274 0.00068720918964953472 0.0001983098027467672 0.00039176244499224144 0.00044361475307275265 0.00068118984782311761 2.89578925106017e-05 0.00070425082587633869 0.00040268568915155387 0.0003274954379345773 0.00045324217511610773 0.00078450767140762474 0.00054977848023340546 0.00048686322683066713 0.0007043279726486986 0.00030571399293603026 0.00017070086314291411 0.00060257532822540383 0.00082575087039883611 0.0005241046020505475 0.00062815671953205909 0.00053072038775292053 0.00029261103840076875 0.00031104259850347744
leaf_weight=1251 65 45 34 86 45 32 41 23 42 34 40 28 25 99 23 28 31 20 32 20 46 37 117 21 60 24 609 47 64 52
leaf_count=1251 65 45 34 86 45 32 41 23 42 34 40 28 25 99 23 28 31 20 32 20 46 37 117 21 60 24 609 47 64 52
internal_value=0 0.000338727 0.000638747 0.000431614 0.000647677 0.000241982 0.000652214 0.000656164 0.000347421 0.000560629 0.000444063 0.000651327 0.000172296 0.000625293 0.000545515 0.00043321 0.000668542 0.000588816 0.000673016 0.00063258 0.000636219 0.000377351 0.000196346 0.000691323 0.00078736 0.000608689 0.000626624 0.000621176 0.00034608 0.000375328
internal_weight=0 590 2531 301 2420 289 2375 2334 115 120 111 2251 174 896 75 73 1355 72 1283 821 801 77 149 41 83 52 702 656 181 117
internal_count=3121 590 2531 301 2420 289 2375 2334 115 120 111 2251 174 896 75 73 1355 72 1283 821 801 77 149 41 83 52 702 656 181 117
is_linear=0
shrinkage=0.00196078


Tree=8263
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 4 47 2 15 2 47 14 15 1 0 49 51 51 2 2 16 16 0 16 14
split_gain=17.8944 2.13164 2.0277 1.30078 1.09278 0.855784 0.705907 0.552743 0.538068 0.502015 0.37642 0.342889 0.330056 0.309007 0.291574 0.243819 0.222672 0.214277 0.155516 0.154551 0.15193 0.146093 0.189624 0.13688 0.24247 0.132855 0.140882 0.129545 0.125807 0.122721
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.091475000000000015 -0.17966999999999997 0.40124500000000002 -0.040964999999999994 0.053180000000000012 0.077555000000000013 0.14838000000000004 1.0000000180025095e-35 0.11389000000000002 0.091680000000000011 0.076175000000000007 0.13592500000000005 0.10124500000000002 -0.13027499999999997 -0.061079999999999988 -0.10056999999999998 -0.033649999999999992 0.10981000000000002 -1.0000000180025095e-35 -0.039889999999999988 -0.36241499999999999 -0.10011499999999998 -0.25582999999999995 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 11 12 16 -6 -5 -7 17 14 13 29 21 18 19 27 20 -4 -9 -1 -23 24 -2 26 -24 -8 -20 -3
right_child=1 5 6 8 7 9 10 15 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 28 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087589050002824954 0.00040138924560950836 0.00038581909456600745 0.00070710162114373195 0.00076800898311683895 0.00081328141296945031 0.00033571905286045245 0.00093329538122501239 0.0006463548735227109 0.00046047325824728037 0.00065140541397989006 0.00068239623754018451 0.00093885850255228894 0.00012797539833239949 0.00048674260580218307 0.00050386841714783915 0.00067079384669256235 0.00098275338876786041 0.00060777383183985821 0.0005401185781772974 0.00084735415713864577 0.0004431089056237161 0.00055989196404495982 0.00083721073067822703 0.00039202021856650531 0.00067426843984342969 0.00083070371243169363 0.00064638813628869899 0.00079473483367212283 0.00036218769278596432 0.00021682880217424748
leaf_weight=31 31 20 31 89 28 45 27 31 29 34 139 35 75 25 20 31 46 23 22 1181 26 22 21 126 21 54 51 662 50 95
leaf_count=31 31 20 31 89 28 45 27 31 29 34 139 35 75 25 20 31 46 23 22 1181 26 22 21 126 21 54 51 662 50 95
internal_value=0 0.000415323 0.000794519 0.000532783 0.000670448 0.000297065 0.000819344 0.000559129 0.000692428 0.000471584 0.000775729 0.000759884 0.000232939 0.000289169 0.000728406 0.000514653 0.000848849 0.00079395 0.00047713 0.000843767 0.000553646 0.000753494 0.000727857 0.000426951 0.00051159 0.000757184 0.000702045 0.000800165 0.000416555 0.000246218
internal_weight=0 590 2531 296 422 294 2109 188 118 79 851 234 215 140 199 160 1258 712 129 1212 57 179 148 178 52 126 72 689 72 115
internal_count=3121 590 2531 296 422 294 2109 188 118 79 851 234 215 140 199 160 1258 712 129 1212 57 179 148 178 52 126 72 689 72 115
is_linear=0
shrinkage=0.00196078


Tree=8264
num_leaves=31
num_cat=0
split_feature=1 52 1 3 2 2 4 11 133 2 123 52 1 2 133 133 12 0 0 12 484 1456 2 16 39 13 151 4 131 15
split_gain=0.528912 0.116135 0.0689539 0.0485848 0.0476266 0.0464851 0.0351665 0.0297157 0.0260153 0.0258186 0.0300279 0.0246871 0.0244314 0.0462112 0.0294953 0.0753331 0.0231784 0.023056 0.022907 0.0362213 0.0218316 0.0215767 0.0213635 0.02003 0.030711 0.0302259 0.0259105 0.0258029 0.0194846 0.0193094
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 -0.028564999999999997 0.11411 0.097070000000000004 0.27044500000000005 1.0000000180025095e-35 0.089200000000000015 0.14122000000000004 1.0000000180025095e-35 0.088785000000000017 0.080270000000000022 0.089885000000000007 0.061605000000000007 0.089405000000000012 0.085355000000000014 -0.033209999999999996 -0.071719999999999992 0.096295000000000019 0.085905000000000009 -0.12206499999999998 0.097605000000000011 -0.0094449999999999968 0.086380000000000012 -0.061684999999999997 -0.030624999999999996 0.27287000000000006 0.091440000000000007 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 28 3 4 17 6 7 12 20 10 21 16 -1 14 -14 -16 -9 -3 19 -17 23 -7 -23 25 -25 27 -27 -5 -2 -24
right_child=1 2 -4 8 -6 9 -8 11 -10 -11 -12 -13 13 -15 15 18 -18 -19 -20 -21 -22 22 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.0074295989970074141 0.0081253698470988393 0.0073337866894762974 0.0016168132535767654 0.0039261651921040589 0.0032314066240616461 0.0095700278534027548 0.0031482126874228323 0.012668618673215743 0.000683448097616848 0.003758986541581136 0.0036610200762209537 0.0064318514112383131 0.0072792398791206598 0.0033943105683514351 -0.00012114609155105428 0.0032453638745209902 0.0086465371282477121 0.0040779553795361832 0.0088652644486677257 0.0082703456121425208 0.006190122994926891 0.0037025553277797172 0.0059835956280736569 -0.00014809077114772958 0.0040824454954417888 0.0035957322466065702 0.0071776453001398807 -1.1941149464941451e-05 0.0045686184056103231 0.0073330699085740235
leaf_weight=1188 67 87 160 41 71 23 21 23 36 41 38 25 402 41 20 32 38 29 31 26 28 27 231 37 32 46 36 28 20 196
leaf_count=1188 67 87 160 41 71 23 21 23 36 41 38 25 402 41 20 32 38 29 31 26 28 27 231 37 32 46 36 28 20 196
internal_value=0 0.00388261 0.00341037 0.00401965 0.00527128 0.00697575 0.00721707 0.00726386 0.00319551 0.00617412 0.00636639 0.00907841 0.00717418 0.00662446 0.00688363 0.0054246 0.0101631 0.00651983 0.00667083 0.00549794 0.00356016 0.00658191 0.00643053 0.00322544 0.0018139 0.00387045 0.00516828 0.00232809 0.00730773 0.00660303
internal_weight=0 718 631 471 187 2403 1847 1826 284 556 515 86 1740 552 511 109 61 116 89 58 248 477 454 220 69 151 82 69 87 427
internal_count=3121 718 631 471 187 2403 1847 1826 284 556 515 86 1740 552 511 109 61 116 89 58 248 477 454 220 69 151 82 69 87 427
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=31
num_cat=0
split_feature=1 1 39 12 4 2 47 1 4 16 14 2 2 12 15 1 3 4 12 1 4 2 2 133 0 3 2 4 160 15
split_gain=16.5902 2.03429 1.75723 1.19262 1.14167 0.746063 0.705142 0.579723 0.553187 0.468489 0.404874 0.344013 0.318441 0.252444 0.225112 0.201143 0.194976 0.180296 0.15595 0.151743 0.151435 0.151159 0.131756 0.250102 0.128746 0.103794 0.10394 0.101297 0.0893987 0.0866385
threshold=0.10752500000000002 0.12408500000000001 0.056590000000000008 0.085055000000000006 0.36766000000000004 0.10188000000000001 0.085505000000000012 0.09253500000000002 0.40124500000000002 -0.061854999999999993 0.076175000000000007 0.13754500000000003 0.14960000000000004 0.09141500000000001 1.0000000180025095e-35 0.089475000000000013 0.11296500000000002 -0.018869999999999994 0.085885000000000017 0.094825000000000007 -0.49013999999999996 0.094835000000000017 0.10803500000000001 0.085635000000000003 -0.060129999999999996 0.090900000000000009 0.088930000000000023 0.033845000000000007 -1.0000000180025095e-35 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 5 10 12 21 -5 -8 13 16 14 15 28 20 17 -7 -17 -19 -1 -4 23 -2 27 26 -22 -15 -3 -24
right_child=1 6 7 8 -6 11 9 -9 -10 -11 -12 -13 -14 24 -16 18 -18 19 -20 -21 25 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010490776263142611 0.00078348962407486108 0.00044147816659601224 0.00093635082293569655 0.00085520507529798545 0.00057718375849767297 0.00089483280538343911 0.00041034601787044332 0.00056714683155469189 0.0005442220470827121 0.00071834782696174587 0.0010512684298987194 0.00064258663567147304 0.00023307697762609415 0.00089219312048937336 0.00055880729090787616 0.00078319635072945069 0.00065278436732934967 0.00082718319651885479 0.00090927419940986499 0.00064499217067279073 0.00094210262578876347 0.00074210843021229309 0.00055827847742236103 0.00049419497611838446 0.00076582474496389766 0.00080421849734642933 0.00089533841101838152 0.00080239147369897963 0.00032189282022339983 0.00045631205357829415
leaf_weight=42 20 34 24 91 43 180 39 84 29 37 81 37 71 457 26 63 20 145 94 20 847 43 53 27 39 25 233 54 82 81
leaf_count=42 20 34 24 91 43 180 39 84 29 37 81 37 71 457 26 63 20 145 94 20 847 43 53 27 39 25 233 54 82 81
internal_value=0 0.000515652 0.000880767 0.000628469 0.00089378 0.000899606 0.00039815 0.000675652 0.000780051 0.000560294 0.000915574 0.000822743 0.000340295 0.000909646 0.000393905 0.000924505 0.000841005 0.000851917 0.000858682 0.000805099 0.000933515 0.000811688 0.000527973 0.000617299 0.000874416 0.000929122 0.000932014 0.000882703 0.000356944 0.000496642
internal_weight=0 590 2531 301 2380 2337 289 151 120 76 1935 402 213 1854 142 1304 365 345 157 165 1147 67 181 47 550 1105 1080 511 116 134
internal_count=3121 590 2531 301 2380 2337 289 151 120 76 1935 402 213 1854 142 1304 365 345 157 165 1147 67 181 47 550 1105 1080 511 116 134
is_linear=0
shrinkage=0.00196078


Tree=8266
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 2 4 1 14 2 2 1 39 4 1 15 43 47 4 160 50 51 484 3 0 150 12 16
split_gain=11.2571 1.95554 1.21042 0.95457 0.598643 0.511101 0.430048 0.407857 0.385958 0.366193 0.356794 0.316377 0.150748 0.138334 0.138292 0.12824 0.171319 0.103036 0.0981717 0.0816538 0.0815243 0.0801923 0.0784874 0.0765164 0.119637 0.108903 0.072867 0.0908444 0.072545 0.0673022
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.27834500000000006 0.14285500000000004 0.27834500000000006 0.09253500000000002 0.062655000000000016 0.089885000000000007 0.17025000000000004 0.091195000000000012 0.087690000000000004 -0.013514999999999998 0.083345000000000016 0.024640000000000006 0.064745000000000011 1.0000000180025095e-35 -0.013514999999999998 -1.0000000180025095e-35 0.08461500000000001 -0.086719999999999978 0.085595000000000018 0.086245000000000016 -0.23091999999999999 0.08926000000000002 0.090285000000000018 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 6 7 10 14 20 -5 11 13 21 23 -3 18 28 19 -13 26 -4 -7 -9 24 -1 -25 -2 -28 -17 -6
right_child=1 5 8 9 29 12 -8 22 -10 -11 -12 15 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00067486659913520942 0.00042403426424437183 0.00049759014684114451 0.0006731668863922813 0.00061731242763808777 0.0003705098377301907 0.00027719529714602035 0.00038648725814333784 0.00010693317836187049 0.0004003581759359582 0.0003633657683492933 0.00078735676386248391 0.00066220694705336784 5.6120905756086729e-05 0.00063054115682591454 0.00032207887074831845 0.000648840776475152 0.00047436287072864737 0.00048326669973047342 0.00058424327508696939 0.00043279972360601282 0.0005742099364860016 0.00017251446811958549 0.00027665125123937343 0.00069313846828406478 0.00052736132551158422 0.00055665256422194069 0.00034065427560486583 0.0002275493631569551 0.00059140666933802418 0.00051786562431198606
leaf_weight=78 27 45 73 34 26 39 22 22 36 61 84 386 34 216 28 142 37 24 74 36 57 101 20 987 29 23 113 36 209 22
leaf_count=78 27 45 73 34 26 39 22 22 36 61 84 386 34 216 28 142 37 24 74 36 57 101 20 987 29 23 113 36 209 22
internal_value=0 0.000363294 0.000451736 0.000646921 0.00065476 0.00024027 0.000659308 0.000341698 0.000580024 0.000454252 0.000661958 0.000657129 0.000173234 0.000675964 0.000430271 0.00062752 0.000601265 0.000361499 0.000649665 0.000347714 0.000629778 0.000201676 0.000187751 0.000684748 0.000634889 0.00069003 0.00033031 0.000313327 0.000614642 0.000438048
internal_weight=0 691 402 2430 2335 289 2287 115 166 95 2265 2181 174 1333 73 848 388 236 460 212 130 140 42 1117 107 1010 176 149 351 48
internal_count=3121 691 402 2430 2335 289 2287 115 166 95 2265 2181 174 1333 73 848 388 236 460 212 130 140 42 1117 107 1010 176 149 351 48
is_linear=0
shrinkage=0.00196078


Tree=8267
num_leaves=31
num_cat=0
split_feature=1 52 2 52 2 47 4 15 41 14 43 151 50 14 15 1209 0 15 150 12 132 50 48 15 0 1 39 49 0 3
split_gain=0.575874 0.141797 0.0795849 0.0504942 0.0449539 0.0406371 0.0450042 0.0333703 0.035597 0.0333646 0.0436814 0.0323651 0.0306377 0.0305567 0.0393093 0.0298345 0.0321381 0.0877007 0.0659138 0.0327617 0.0303801 0.0289521 0.0257969 0.024377 0.024979 0.0288459 0.0241721 0.0235349 0.0232712 0.0226785
threshold=0.10124500000000002 -0.40967499999999996 0.14285500000000004 0.12492500000000002 0.13247500000000004 0.078345000000000012 0.40473500000000007 0.040760000000000005 0.075585000000000013 0.081185000000000021 -0.51144999999999985 0.077805000000000013 0.086295000000000011 -0.46413499999999996 -0.093244999999999981 0.091045000000000001 -0.098289999999999975 -0.0072999999999999992 0.089910000000000018 0.097145000000000023 0.087210000000000024 0.081075000000000022 0.095090000000000022 -0.079929999999999987 -0.10474999999999998 0.13968000000000003 1.0000000180025095e-35 -0.069799999999999987 -0.08824499999999999 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 11 21 9 29 10 -1 13 23 -3 28 16 17 18 -12 20 -18 26 -16 24 -4 -26 -7 -20 -15 -9
right_child=1 2 12 -5 -6 6 -8 8 -10 -11 15 -13 -14 14 22 -17 19 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002559117338664475 0.0077671605664506264 0.0055296947861590041 0.0045607032877991779 0.0065213343127208312 0.0045326823995520292 0.0064203982912870343 0.0019912460956860475 0.007703331225482073 0.010801242645148462 0.011198091283440591 0.0077750146021929208 0.0060163386593922044 0.0045420443783600432 0.0026677192130591721 0.004246396609819532 0.0035124358572912492 0.0079707707325190908 0.00060470422729849824 0.0058223381936550146 0.0061819161874272178 0.0056766122845666751 0.0034688231025245932 0.00045632905592875821 -0.0020334984369886418 0.003189969187466583 -0.0013380762689527781 0.010628426816547291 0.0014832241721451282 -0.0001413365066400729 0.010131724532693625
leaf_weight=21 102 41 21 86 52 43 27 997 41 20 173 40 27 58 124 22 689 25 25 155 63 21 21 24 24 34 20 25 60 40
leaf_count=21 102 41 21 86 52 43 27 997 41 20 173 40 27 58 124 22 689 25 25 155 63 21 21 24 24 34 20 25 60 40
internal_value=0 0.00429336 0.0037653 0.00429916 0.00744018 0.00387914 0.00554283 0.00750603 0.00791126 0.00714737 0.00707974 0.00334231 0.00154362 0.00299046 0.00259461 0.0071604 0.00722989 0.00622111 0.00685075 0.00750572 0.00777857 0.00668442 0.00369749 0.000757626 0.00160556 0.000535598 0.00775628 0.00365278 0.00123939 0.007797
internal_weight=0 773 671 541 2348 455 111 2296 1078 1218 1198 344 130 304 263 1177 1155 248 223 907 752 84 145 103 79 58 63 50 118 1037
internal_count=3121 773 671 541 2348 455 111 2296 1078 1218 1198 344 130 304 263 1177 1155 248 223 907 752 84 145 103 79 58 63 50 118 1037
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 0 49 4 150 1 49 1 12 50 2 4 3 1 12 11 1 2 0
split_gain=9.51171 1.59124 0.860417 0.672576 0.549501 0.490242 0.428016 0.315781 0.314672 0.327899 0.312667 0.279215 0.188905 0.244688 0.17989 0.165195 0.150603 0.13232 0.118188 0.11784 0.114468 0.0975586 0.0854094 0.086461 0.0777242 0.0777154 0.0758395 0.0738921 0.0724823 0.0673963
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 1.0000000180025095e-35 0.083135000000000014 -0.054984999999999992 0.13075500000000004 0.087695000000000009 0.041865000000000006 0.31358000000000003 -0.51843499999999987 -0.13927999999999999 0.13436000000000001 0.11734000000000001 1.0000000180025095e-35 0.12000500000000001 0.087995000000000004 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 27 12 -8 -10 -4 15 13 16 19 25 -1 -2 -5 22 21 -6 -14 -24 -11 26 -7 -3 -18 -21
right_child=1 4 10 18 20 11 8 -9 9 24 -12 -13 14 -15 -16 -17 28 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058960956177847286 0.00041085315371235516 0.00027428861658752358 0.00056641083645753588 0.00037292564847792671 0.00015172079260596046 0.00056977137172275886 0.00053643397719057564 0.0007414035753791977 0.00051901357180598063 0.00030612231762697201 0.00033309362088717052 0.00038821407485624068 0.00076508144148034992 0.00068647303250657409 0.00054166384040064269 0.00042092030040091939 0.00050245135315750856 0.00057309673837393767 0.00021011826260398855 0.00061209858130061544 0.00025872860987408039 4.1496578441914534e-06 0.00051110615332921347 0.00064188794436645001 0.00018172687748173143 0.00048723362686095225 0.00065485126349220703 0.00015692543340429103 0.00037243338895267717 0.00053779776920290549
leaf_weight=42 23 30 34 60 61 324 30 76 28 158 63 39 21 35 110 30 34 121 24 766 26 24 20 688 22 38 46 66 32 50
leaf_count=42 23 30 34 60 61 324 30 76 28 158 63 39 21 35 110 30 34 121 24 766 26 24 20 688 22 38 46 66 32 50
internal_value=0 0.000332646 0.00059585 0.000465845 0.0002644 0.000603317 0.000304121 0.000617602 0.0003487 0.000321624 0.000414875 0.000547195 0.000612369 0.000543996 0.000618277 0.000561351 0.000497822 0.000547183 0.000326409 0.000623731 0.000144878 0.000110054 0.000641849 0.000638194 0.000290918 0.000571676 0.000580349 0.000193601 0.000439412 0.000607546
internal_weight=0 673 2448 228 445 2351 334 1874 238 208 97 477 1798 143 1655 438 108 144 84 1545 111 85 729 708 180 408 370 96 66 816
internal_count=3121 673 2448 228 445 2351 334 1874 238 208 97 477 1798 143 1655 438 108 144 84 1545 111 85 729 708 180 408 370 96 66 816
is_linear=0
shrinkage=0.00196078


Tree=8269
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 10 2 2 2 2 4 124 159 394 3 483 1455 52 16 4 51 133 43 2 1451 34 16 0
split_gain=0.525369 0.120484 0.0558785 0.0581777 0.0480648 0.04695 0.0435983 0.0358581 0.0279212 0.0259088 0.0305019 0.05424 0.0273371 0.0247718 0.0290942 0.0270521 0.0254464 0.024816 0.0225019 0.0215388 0.0285032 0.0310547 0.0208481 0.0194745 0.025406 0.0496556 0.0262034 0.0249697 0.0210589 0.0212481
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.091265000000000013 0.098655000000000007 -0.062879999999999978 0.15109000000000003 0.13712500000000002 -1.0000000180025095e-35 0.10045500000000002 -0.033174999999999989 -0.076779999999999987 0.0089800000000000019 -0.08151499999999999 -0.14186499999999996 -0.06916499999999999 -0.23681499999999997 0.024145000000000003 0.40020000000000006 -0.095774999999999985 -0.071649999999999978 -0.14757499999999998 0.0068900000000000012 0.08622500000000001 0.080930000000000016 -0.081829999999999986 -0.069144999999999984 -0.080604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 9 5 18 -2 -4 13 10 -3 -12 -13 -7 15 -15 -17 -16 -1 20 21 -18 -14 -20 26 28 27 -25 29 -26
right_child=1 2 7 -5 -6 8 -8 -9 -10 -11 11 12 22 14 17 16 19 -19 23 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.01077854153700173 0.0070079759738074432 0.0020740031435661304 -0.0027278886398389227 0.0088636479295382733 0.002418847449801185 0.004579902391456666 0.004314752976375914 0.0019338887405593867 0.0029190333582283486 0.0016114288702456306 0.0079720956366509197 0.0071289700688794257 0.00018742018146440388 0.0029669810019965683 0.0054065803755074743 0.0085748100955970585 0.0015940839128399439 0.0089554963212820794 0.0084914827464475633 0.0070062888102256698 0.0073528916250047704 0.0055778348982849788 0.0036520214880896894 0.0039584956737235191 0.0077594584257055363 0.0018860934572294354 0.0039011370701094472 0.0075207041393871689 0.0094033100679516805 0.0035368295809762047
leaf_weight=20 134 79 21 20 22 56 109 77 21 71 35 20 20 21 25 60 22 93 148 296 82 177 132 20 26 25 21 1221 25 22
leaf_count=20 134 79 21 20 22 56 109 77 21 71 35 20 20 21 25 60 22 93 148 296 82 177 132 20 26 25 21 1221 25 22
internal_value=0 0.00398879 0.00306226 0.00361525 0.00707155 0.00711454 0.0057999 0.000934936 0.00652021 0.00332122 0.00374568 0.00438366 0.00365346 0.00661111 0.00675769 0.00649839 0.00661481 0.00820361 0.00744632 0.006411 0.00578393 0.00513742 0.00319615 0.00740212 0.00728358 0.00573256 0.00740402 0.0074633 0.00704985 0.00582409
internal_weight=0 718 475 377 2403 2381 243 98 853 357 286 207 172 832 776 658 637 118 1528 577 281 199 152 1508 1360 98 1262 1241 73 48
internal_count=3121 718 475 377 2403 2381 243 98 853 357 286 207 172 832 776 658 637 118 1528 577 281 199 152 1508 1360 98 1262 1241 73 48
is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=31
num_cat=0
split_feature=1 3 12 4 376 44 4 3 0 2 43 1 12 1 40 14 0 0 0 13 132 43 47 0 41 15 132 3 3 4
split_gain=0.427657 0.0674171 0.0592426 0.0561633 0.0573581 0.0518315 0.0522495 0.0507418 0.0541667 0.0434865 0.039266 0.0338092 0.0291979 0.0325212 0.0277444 0.0255796 0.0244008 0.0235782 0.0232241 0.0209075 0.0225836 0.0324849 0.0205313 0.0237833 0.0203347 0.0285392 0.0201005 0.0357619 0.0200631 0.0192309
threshold=0.10920500000000001 0.30112000000000005 0.078300000000000008 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.068944999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.085110000000000005 0.08815000000000002 0.089770000000000016 -1.0000000180025095e-35 -0.47071999999999997 -0.14454499999999995 -0.09595999999999999 0.056435000000000006 -0.14819499999999997 0.10833500000000001 -0.11720999999999999 0.11370000000000001 -0.073574999999999988 0.077565000000000009 0.13592500000000005 0.10613500000000002 0.42240500000000009 0.048265000000000009 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 9 6 18 8 11 22 -11 28 13 19 -10 -5 -13 -17 -1 -4 21 -21 23 -2 25 29 27 -3 -8 -14
right_child=1 26 12 15 -6 -7 7 -9 14 10 -12 16 24 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082092399002800954 0.010481627320959455 0.0014888486603013007 0.009605494698494553 0.0058713425332098269 0.00062032771890918766 0.0093289613751855131 0.0062071998934977906 0.00066537791863083848 0.0044329201837104782 0.0013235218813627935 0.0054563149298441464 0.003657853782094796 0.0065122896236514405 0.0034657549632426637 8.0242607145919473e-05 0.0038058191872012148 0.0062128395627457965 0.001265564556099656 0.0047718641958360017 0.0099770779572685986 0.0036405266879592094 0.0069003666276424656 0.0049044126697646625 0.0065256712227975107 0.003524015198594758 0.003551269995698117 0.003610537254896302 -0.0031732321583798958 0.0098291043285280467 0.005429106178494944
leaf_weight=61 21 76 31 20 29 29 65 33 27 39 56 102 1001 26 32 54 59 113 29 36 20 734 44 55 28 38 26 21 20 196
leaf_count=61 21 76 31 20 29 29 65 33 27 39 56 102 1001 26 32 54 59 113 29 36 20 734 44 55 28 38 26 21 20 196
internal_value=0 0.00320635 0.00626992 0.00379566 0.004795 0.00523766 0.00496045 0.0043903 0.00479333 0.0053581 0.00375969 0.00544597 0.00649349 0.00694774 0.00207215 0.00249171 0.00459415 0.00208696 0.00710164 0.00705801 0.00695804 0.00704421 0.0066235 0.00761876 0.00618886 0.00624928 0.00114137 0.000479532 0.00705941 0.00633493
internal_weight=0 554 2567 431 244 457 428 338 305 215 95 246 2110 847 59 187 161 167 90 821 790 770 120 76 1263 1235 123 97 85 1197
internal_count=3121 554 2567 431 244 457 428 338 305 215 95 246 2110 847 59 187 161 167 90 821 790 770 120 76 1263 1235 123 97 85 1197
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=31
num_cat=0
split_feature=1 12 1 3 1375 484 43 47 12 1446 4 12 4 2 1 475 12 12 12 2 1375 14 10 49 483 13 129 15 1213 402
split_gain=0.346423 0.0919022 0.0531461 0.0369487 0.0339231 0.0459329 0.035099 0.0316716 0.0273762 0.0342073 0.0272916 0.0271226 0.0253383 0.0317347 0.0570532 0.0313277 0.0253377 0.0270631 0.0276983 0.0243147 0.0267158 0.0238405 0.0231834 0.0295416 0.0224133 0.0245972 0.0244952 0.023855 0.0401408 0.03924
threshold=0.11829500000000003 0.078300000000000008 0.08864000000000001 0.30112000000000005 -0.096099999999999977 -0.011244999999999998 -0.078139999999999973 0.077555000000000013 0.092550000000000007 0.10573500000000001 0.41379000000000005 -0.42850999999999995 -0.50262499999999988 0.089005000000000015 0.083345000000000016 -0.088274999999999978 0.090840000000000018 0.091325000000000003 0.091715000000000005 0.089525000000000007 0.083830000000000002 -0.46166999999999997 -1.0000000180025095e-35 0.14233500000000002 -0.095084999999999989 -0.10278499999999999 -0.047864999999999991 0.087685000000000013 0.052820000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 10 -4 -6 -7 -1 12 -10 22 -5 -3 15 19 -14 24 -18 -19 -15 -21 -12 -2 -24 -17 -26 -27 -28 29 -29
right_child=3 8 4 11 5 6 -8 -9 9 -11 21 -13 13 14 -16 16 17 18 -20 20 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.0051658392082858237 0.0010078251989477354 0.0091358056309184549 -0.00012918467347679491 0.0028978572144885278 0.0078802146672926569 0.0022285555240144452 0.0044078776675563021 0.0086337582148130875 0.0054809349796720091 0.0015683984697755914 0.0048765262197279797 -0.00058781961158204537 0.0032907696765367735 0.0029990641362019235 0.0010389198618941009 0.008905537101259877 0.011079671373590828 0.0044887852702791302 0.0086813709934358482 0.0055930444112806824 0.0089617560689265914 0.001275804849553554 0.0053764098935404469 0.0014034376736769142 0.0088461099421803021 0.0090247202276562653 0.0062631522585960614 0.0092465288713574414 0.0016216936179747185 0.0049257955025302988
leaf_weight=175 23 27 22 34 27 119 195 31 786 23 22 65 33 32 30 31 22 26 40 249 26 112 85 24 33 27 615 25 30 132
leaf_count=175 23 27 22 34 27 119 195 31 786 23 22 65 33 32 30 31 22 26 40 249 26 112 85 24 33 27 615 25 30 132
internal_value=0 0.00553691 0.00440479 0.00225849 0.00367674 0.00392229 0.00358196 0.00568771 0.00583146 0.0053697 0.0028723 0.000609282 0.00610255 0.00604193 0.00520122 0.00632133 0.00642328 0.00804223 0.00702975 0.00560796 0.00591154 0.00186697 0.00389286 0.00450163 0.00626374 0.00616873 0.00606215 0.00596242 0.00497336 0.00561381
internal_weight=0 2756 569 365 363 341 314 206 2187 809 266 99 1378 1351 337 1014 981 88 66 307 275 134 132 109 893 862 829 802 187 157
internal_count=3121 2756 569 365 363 341 314 206 2187 809 266 99 1378 1351 337 1014 981 88 66 307 275 134 132 109 893 862 829 802 187 157
is_linear=0
shrinkage=0.1


Tree=8272
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 1 4 47 3 4 0 2 150 0 2 12 16 4 11 3 157 3 12 16 133 47 0
split_gain=14.8957 2.21546 1.31631 1.16925 0.8854 0.696495 0.539044 0.513548 0.447981 0.363909 0.351632 0.334931 0.316209 0.43867 0.257031 0.234549 0.246747 0.212045 0.209493 0.17581 0.155019 0.141624 0.166625 0.140346 0.116596 0.114289 0.128399 0.111262 0.10793 0.087364
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.15799000000000005 0.40473500000000007 0.13082500000000002 0.11658 0.0061450000000000003 -0.11173999999999999 0.13501500000000002 0.091105000000000005 -0.14723999999999998 0.094835000000000017 0.09141500000000001 -0.052894999999999991 -0.52556499999999995 0.082245000000000013 -0.10831999999999999 -0.07928499999999998 0.42240500000000009 0.11903500000000002 0.058835000000000005 0.094195000000000015 0.090100000000000013 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 12 17 10 -6 25 14 13 -1 21 16 -14 -5 20 -18 -15 22 -7 -20 -10 26 29 -24 -3 -4
right_child=1 2 8 7 9 11 -8 -9 24 -11 -12 -13 15 18 -16 -17 19 -19 23 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059012929432591791 0.00071853982333032679 0.00035586654637739356 0.0002891553274863761 0.00081763785648969261 0.00067181498906915933 0.00054550614257465051 0.00091064612373720503 0.00042629765830292136 0.00017578830606852815 0.00041996582785584763 0.00050289136538188707 0.00045041055917222935 0.00090239065534928264 0.0009362077088002354 0.00052458095918525506 0.0004907459565407894 0.00070706503286335277 0.00058757746910673809 0.00057766049185677256 0.00054657195609883588 0.0007735341254528214 0.00080321811828292726 0.00072213295218991297 0.0007348612818939335 -3.0833741182150066e-05 0.00039508118225104361 0.00036801304236845324 0.000637449146631886 0.00047895717953888735 0.00019110990488069098
leaf_weight=59 74 190 54 24 71 31 81 66 21 32 27 26 20 23 37 24 115 43 23 34 1084 42 200 431 21 23 29 85 32 99
leaf_count=59 74 190 54 24 71 31 81 66 21 32 27 26 20 23 37 24 115 43 23 34 1084 42 200 431 21 23 29 85 32 99
internal_value=0 0.000398465 0.000358923 0.000727842 0.00044332 0.000738113 0.000754148 0.000549059 0.000258816 0.000593571 0.00029255 0.000665976 0.000747156 0.000756094 0.000680165 0.000672133 0.000697892 0.000669987 0.000762367 0.000670442 0.000776914 0.000696245 0.000682027 0.000726897 7.24773e-05 0.000264846 0.000248388 0.000696876 0.000373609 0.000225714
internal_weight=0 673 599 2448 325 2315 1894 133 274 103 232 421 1813 1620 395 193 169 67 1561 149 1107 358 316 454 42 205 182 285 222 153
internal_count=3121 673 599 2448 325 2315 1894 133 274 103 232 421 1813 1620 395 193 169 67 1561 149 1107 358 316 454 42 205 182 285 222 153
is_linear=0
shrinkage=0.00196078


Tree=8273
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 44 4 4 3 2 157 52 52 1 1 16 42 43 51 4 4 16 4 15 157 394 13 43 0 479
split_gain=0.348097 0.0532866 0.0467656 0.0411132 0.0388249 0.0337233 0.0353997 0.027971 0.0271668 0.026836 0.0263397 0.0257426 0.0266092 0.0241559 0.0281086 0.023902 0.0214959 0.0206388 0.0201485 0.0199007 0.0243786 0.0310899 0.0217425 0.0196592 0.0481493 0.041292 0.0259216 0.0511184 0.0320668 0.03288
threshold=0.10920500000000001 -0.028564999999999997 1.0000000180025095e-35 0.13093500000000002 0.31358000000000003 0.081805000000000017 0.042705000000000007 -0.00059999999999999995 0.10893000000000001 0.13913500000000004 -0.027269999999999996 -0.23798499999999997 -0.16675999999999999 0.083345000000000016 0.093400000000000025 -0.44310499999999992 -0.076394999999999977 -0.080324999999999994 -0.22411499999999998 -0.033174999999999989 0.056795000000000005 -0.008904999999999998 0.26450500000000005 0.024640000000000006 -0.0091799999999999989 -0.081744999999999984 0.18141000000000002 -0.12152999999999999 -0.14226499999999997 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 11 6 8 10 9 18 -2 -3 -13 15 -15 -8 -4 -18 -1 -14 21 -21 -22 25 -25 -20 27 -27 -29 -30
right_child=1 4 16 -5 -6 -7 13 -9 -10 -11 -12 12 19 14 -16 -17 17 -19 23 20 22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0077324375788884936 0.0045336602966716995 0.0058303372282534835 0.0066075399518013 0.0017796771575896337 -0.0021849002758972348 0.0091740185261837068 0.006763664091326442 0.0039828232920486838 0.0031569073650029467 0.0022462659701704981 0.0089930460973711764 -0.0013988761301152409 0.0047660921058136855 0.00012008406687527897 0.0042821442573006416 0.0046438019438091735 0.0040144565621657033 0.00084187844406877611 0.0012489465911957351 0.0021126707655970346 0.0052332762628793722 -0.0028093070479198582 0.0021772455557534671 0.010690385087028794 0.0060640608312818667 0.0017895224371126722 0.0084753940903371378 0.0034885629945717086 0.0059859573304518153 0.0019722244037049161
leaf_weight=60 26 20 21 56 20 28 77 104 37 20 27 20 31 20 86 172 70 29 22 33 27 21 169 23 1028 35 31 61 726 21
leaf_count=60 26 20 21 56 20 28 77 104 37 20 27 20 31 20 86 172 70 29 22 33 27 21 169 23 1028 35 31 61 726 21
internal_value=0 0.00286502 0.00562896 0.00410593 0.0020899 0.00572348 0.00568354 0.00493568 0.00584219 0.00589121 0.00680542 0.00235624 0.00212541 0.00476113 0.00349685 0.00529934 0.00370154 0.00308512 0.00592753 0.00237624 0.0020799 0.000198568 0.00259823 0.00587191 0.0061653 0.00552776 0.00563546 0.00553103 0.0056931 0.00587312
internal_weight=0 554 2567 213 341 2447 2419 157 2064 2027 53 321 301 355 106 249 120 99 2007 281 250 54 196 1947 1051 896 874 843 808 747
internal_count=3121 554 2567 213 341 2447 2419 157 2064 2027 53 321 301 355 106 249 120 99 2007 281 250 54 196 1947 1051 896 874 843 808 747
is_linear=0
shrinkage=0.1


Tree=8274
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 43 4 1 2 2 12 14 1 16 4 150 2 2 49 2 39 16 1 2 475 52 0 12 43
split_gain=13.2025 1.67315 1.48998 0.968419 0.935389 0.697881 0.494791 0.449325 0.396563 0.383543 0.32431 0.314327 0.30502 0.225394 0.220465 0.213399 0.210737 0.189128 0.183857 0.167626 0.148392 0.135598 0.134138 0.104905 0.10476 0.104348 0.107317 0.101581 0.0996569 0.0950703
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.31534000000000006 -0.025214999999999998 0.36766000000000004 0.077845000000000011 0.11177500000000001 0.14285500000000004 -0.42850999999999995 0.076975000000000002 0.089625000000000024 0.52822500000000006 -0.019614999999999997 0.081835000000000019 -0.0091949999999999983 0.090050000000000005 -0.012034999999999999 0.089885000000000007 0.093225000000000016 -0.008904999999999998 0.13075500000000004 0.15950500000000004 -0.066784999999999983 0.047850000000000011 -0.14116499999999996 -0.083994999999999986 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 12 6 21 10 -4 -8 14 -7 13 20 16 -11 25 -15 -19 -2 -1 28 27 -5 -13 -6 -27 -17 -3 -10
right_child=1 5 8 23 7 11 9 -9 29 15 -12 24 -14 17 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00073029765045337126 0.00046223845278077269 0.00026990538060488601 0.00066139754377493338 0.00038701715225390363 0.00074124318127538646 0.00027981697031262875 0.00057734658893866418 0.00040071345049342205 0.000431396166291968 0.00053513475237231629 0.00046223962609913687 0.00010863674705435915 0.00083740529297873345 0.00050442089734513776 0.00074058485082437522 0.00044292005801609916 0.00043744522900808426 0.00068962470124652527 0.00051748182956089987 0.00066030035803740794 0.00068702875200249208 0.00019713795843473978 0.00019237316202310505 0.00022930964318505835 -6.6540766738696036e-05 0.00059325863446934809 0.00066579405028061598 0.00028843193331201742 0.00042684796056688444 0.00028104215566527078
leaf_weight=1052 20 60 28 50 35 35 39 34 61 20 39 35 72 27 82 30 21 289 26 92 429 81 26 24 21 162 152 36 21 22
leaf_count=1052 20 60 28 50 35 35 39 34 61 20 39 35 72 27 82 30 21 289 26 92 429 81 26 24 21 162 152 36 21 22
internal_value=0 0.00035604 0.000681751 0.000509928 0.00069194 0.00028519 0.000329132 0.000618701 0.000459615 0.000409881 0.000633796 0.00013405 0.000712231 0.000707287 0.000648598 0.000351567 0.000628212 0.000661916 0.000675416 0.000624932 0.000717764 0.000253866 0.000311661 0.000335869 4.29452e-05 0.000639691 0.000628371 0.000358654 0.000310594 0.000391543
internal_weight=0 590 2531 186 2420 404 313 525 111 151 491 91 1895 1823 452 112 370 342 315 112 1481 162 92 74 56 349 314 66 81 83
internal_count=3121 590 2531 186 2420 404 313 525 111 151 491 91 1895 1823 452 112 370 342 315 112 1481 162 92 74 56 349 314 66 81 83
is_linear=0
shrinkage=0.00196078


Tree=8275
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 2 1 14 159 2 2 0 49 4 150 4 1 0 4 47 4 3 3 1 0 1 3 3 4
split_gain=16.9535 2.78006 1.6971 1.62726 0.994799 0.83217 0.506492 0.487704 0.485682 0.471118 0.396311 0.328411 0.295529 0.44202 0.299155 0.255894 0.237754 0.205939 0.179345 0.23108 0.163015 0.15815 0.148235 0.235244 0.125917 0.133619 0.124171 0.120727 0.119279 0.114455
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.088105000000000003 0.098630000000000009 0.10672500000000001 0.077845000000000011 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 0.17025000000000004 -0.10474999999999998 0.082865000000000008 0.0082450000000000006 1.0000000180025095e-35 0.40945500000000007 0.083135000000000014 -0.079119999999999982 -0.55119499999999988 0.090100000000000013 0.053180000000000012 0.30112000000000005 0.0068900000000000012 0.076935000000000017 -0.030209999999999997 0.15799000000000005 -0.12711499999999995 1.0000000180025095e-35 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 5 4 20 8 -6 -4 12 -5 15 16 13 17 18 21 22 -1 -14 -20 -3 24 23 -11 25 -7 -13 -21 -19 -2
right_child=1 3 7 9 6 10 -8 -9 -10 11 -12 26 14 -15 -16 -17 -18 28 19 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076491450851200377 0.0008422663229353288 0.00038413841598193853 0.00074577538364407729 0.00052580068598685401 0.00072724338287696259 0.0007677133953296251 0.00042461282117109672 0.00043895084338919552 0.00096431937264768695 0.000308512168741645 0.00052964656621727168 0.00018813045495103952 0.0008307832891929983 0.00091440528714690215 0.00070263202739825306 0.00056113696395376929 0.00023558619702899371 0.00047238787686596618 0.00098308908894838959 0.00065654673997093645 0.00053541388695913493 0.00068788685108102181 0.00024707263332265374 0.00058921795909470628 0.00083892083007872066 0.00062435124273474266 -4.7423467248761683e-06 0.00078233817763254706 0.00064901359215872184 0.00067753621492705311
leaf_weight=46 50 190 28 26 73 181 30 69 76 24 39 33 1151 35 91 30 126 21 21 32 32 117 22 22 81 29 21 352 49 24
leaf_count=46 50 190 28 26 73 181 30 69 76 24 39 33 1151 35 91 30 126 21 21 32 32 117 22 22 81 29 21 352 49 24
internal_value=0 0.000430293 0.000781686 0.000385998 0.000479836 0.000792172 0.000639099 0.000527519 0.000810784 0.000274694 0.000719052 0.000248368 0.000804294 0.000721272 0.000811906 0.000735917 0.000286013 0.000662999 0.000818296 0.000782808 0.000405944 0.000748769 0.000379451 0.000442763 0.000773247 0.000747916 0.000113124 0.000771856 0.000596026 0.00078884
internal_weight=0 673 2448 599 325 2351 103 97 1874 274 477 248 1798 151 1647 438 194 116 1556 405 222 408 68 46 291 210 54 384 70 74
internal_count=3121 673 2448 599 325 2351 103 97 1874 274 477 248 1798 151 1647 438 194 116 1556 405 222 408 68 46 291 210 54 384 70 74
is_linear=0
shrinkage=0.00196078


Tree=8276
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 1 2 150 34 12 4 2 4 2 1 0 47 2 156 1 15 31 48 2
split_gain=21.5697 3.45292 2.19417 1.71737 1.25787 1.1095 0.621099 0.613898 0.499304 0.495574 0.484484 0.329475 0.320416 0.320246 0.296272 0.295973 0.309835 0.286251 0.250036 0.192978 0.1858 0.179469 0.175834 0.151331 0.147041 0.1305 0.129863 0.127417 0.115983 0.114703
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.077845000000000011 0.14285500000000004 0.089770000000000016 0.14285500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.090425000000000019 0.27834500000000006 -0.0091949999999999983 0.076935000000000017 -0.030209999999999997 0.090100000000000013 0.088930000000000023 0.087645000000000015 0.11829500000000003 -0.43375999999999998 -0.077289999999999984 0.09111000000000001 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 12 11 25 -5 13 15 14 20 27 16 -1 19 -16 -13 21 -7 -3 -18 28 -6 -20 -4 29 -17
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 17 -14 -15 18 24 23 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011456703772397935 0.00087076541971547994 0.0004181086579315726 0.00028432469795094457 0.00082248876481747423 0.00082930273305602937 0.00080885838169122656 0.00052181428903442368 0.0010625495418706298 0.00045757906882737588 0.00051319843672086789 0.00057393257848472679 0.00067007811414514565 0.00016338766157447446 0.00059949374804664556 0.0005119767822964373 0.00090905330594865893 0.00091735190521347423 0.00062379915223402136 0.00040309550281216372 0.00085723190182721292 0.00089372828894970465 0.00064922748291804122 0.00057310876361826521 0.00086281124946801201 0.00068458430434252819 0.0006452135610229829 0.00022424951537621316 7.5599735392385e-05 0.00074412743392191817 0.00082955117390215178
leaf_weight=21 71 191 22 28 57 278 37 76 24 69 39 23 99 28 32 132 886 25 27 268 92 30 33 251 21 20 37 23 33 148
leaf_count=21 71 191 22 28 57 278 37 76 24 69 39 23 99 28 32 132 886 25 27 268 92 30 33 251 21 20 37 23 33 148
internal_value=0 0.000461802 0.000413569 0.000858158 0.000522855 0.000868707 0.000285345 0.000889914 0.000704519 0.000602478 0.000783151 0.000882657 0.000248889 0.000802216 0.000308922 0.000894839 0.000909671 0.000825142 0.000370459 0.00084244 0.000816406 0.00079331 0.000440943 0.000905312 0.000843416 0.000781487 0.0002997 0.000177643 0.000854073 0.000867031
internal_weight=0 673 602 2448 325 2351 277 1884 101 97 467 1808 240 428 141 1492 1158 316 96 291 400 308 224 1137 334 77 64 45 313 280
internal_count=3121 673 602 2448 325 2351 277 1884 101 97 467 1808 240 428 141 1492 1158 316 96 291 400 308 224 1137 334 77 64 45 313 280
is_linear=0
shrinkage=0.00196078


Tree=8277
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 1 2 14 4 2 49 0 49 4 1 150 124 50 1 12 11 4 0 1 1 1 15 47
split_gain=19.2932 3.06894 1.52369 1.48812 1.12356 0.883042 0.702783 0.537902 0.531663 0.513543 0.510613 0.464186 0.298975 0.27907 0.407742 0.254365 0.232259 0.230752 0.212687 0.203272 0.19295 0.176464 0.168416 0.141522 0.1331 0.131674 0.127667 0.121876 0.119458 0.10281
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.09253500000000002 0.10497000000000002 0.062655000000000016 -0.062539999999999984 0.14122000000000004 -0.054984999999999992 -0.10607499999999999 0.082865000000000008 0.0067750000000000006 0.085605000000000014 1.0000000180025095e-35 -0.081214999999999982 0.041865000000000006 0.13075500000000004 0.09141500000000001 1.0000000180025095e-35 -0.52556499999999995 -0.060129999999999996 0.12811000000000003 0.12958500000000003 0.122715 -0.089964999999999976 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 9 18 -4 26 13 -10 17 -2 14 16 21 -1 22 -3 28 -5 23 -7 -15 -23 -12 -8 29 -6 -14
right_child=1 4 7 20 19 11 8 -9 10 -11 25 -13 27 15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072716614586355237 0.00048099736502840289 0.00029264823685771504 0.00071273771304778983 0.00041696373762842873 0.00011129986206802937 0.00070564864714750509 0.00069011069615097602 0.00040671232840816735 0.0006226909462532966 0.00094179662542323453 0.00034394854873246057 0.00048995935411832948 0.00081026072542510143 0.00096734633632734705 0.00087806243021615077 0.00068957413554260338 0.00054527606590984662 0.00054223804935520775 0.00010806405665718165 0.00026598430325712257 0.00020894087307776014 0.00076727205385696353 0.00082823802866473966 0.00080089710157089608 0.00063785427713139171 0.00020597767995408141 0.00047799428230991549 0.0005890793500104649 -5.6528342509461295e-05 0.00068388585236597171
leaf_weight=53 23 48 34 60 63 357 24 63 24 76 137 41 55 20 35 102 55 30 48 26 24 412 49 1088 33 33 20 21 22 45
leaf_count=53 23 48 34 60 63 357 24 63 24 76 137 41 55 20 35 102 55 30 48 26 24 412 49 1088 33 33 20 21 22 45
internal_value=0 0.000379953 0.00075481 0.000564935 0.000285176 0.000764747 0.000341975 0.000513979 0.000399098 0.000783919 0.000354963 0.000689425 0.000685922 0.000777245 0.000694141 0.000784426 0.000634537 0.000708182 0.000200356 0.000114269 0.000357529 0.000790656 0.000720444 0.000803902 0.000757675 0.000317166 0.000593694 0.000724875 6.7862e-05 0.000753392
internal_weight=0 673 2448 228 445 2351 334 97 238 1874 194 477 144 1798 143 1655 108 436 96 111 84 1553 406 1108 445 170 44 121 85 100
internal_count=3121 673 2448 228 445 2351 334 97 238 1874 194 477 144 1798 143 1655 108 436 96 111 84 1553 406 1108 445 170 44 121 85 100
is_linear=0
shrinkage=0.00196078


Tree=8278
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 43 2 2 4 4 14 52 47 0 3 49 39 47 4 3 1 1 1 16 43 42 13
split_gain=13.1802 1.6053 1.43985 0.93094 0.844026 0.658042 0.574982 0.499988 0.426072 0.305938 0.301151 0.247398 0.221049 0.214423 0.201637 0.199473 0.189371 0.236563 0.187802 0.169262 0.159618 0.203745 0.198373 0.150243 0.1334 0.131935 0.128941 0.124658 0.15268 0.12248
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.090165000000000009 -0.16363499999999997 -0.025214999999999998 0.11389000000000002 0.11177500000000001 0.053180000000000012 -0.011209999999999999 0.076175000000000007 0.048770000000000008 0.091680000000000011 -0.074479999999999977 -0.061964999999999992 -0.066019999999999981 0.096625000000000016 0.077555000000000013 -0.062539999999999984 0.090900000000000009 0.122715 0.13075500000000004 0.10089500000000001 -0.088909999999999989 -0.084004999999999982 -1.0000000180025095e-35 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 23 8 13 -5 19 20 -10 16 -12 -4 29 18 -8 27 25 -3 21 -1 -23 -2 -6 -9 -20 28 -18 -7
right_child=1 5 6 7 24 14 11 15 10 -11 12 -13 -14 -15 -16 -17 17 -19 26 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075766705289608298 0.00067249612234569788 0.00032593339308699751 0.0007428729747734771 0.00071764848631518613 0.00041786371456349597 0.00016201342734388133 0.00072274207579804998 0.0005878853512785578 0.00056854185642175425 0.00045529248250180228 0.00054466504331366055 0.00061024198072408547 0.00032540974083451925 0.00087955502534359817 0.00027529205106448002 0.00058605905214606166 0.00068122293009902492 0.0005282520165471045 0.00043024390335886083 0.00019592257642523126 0.00082352531590209569 0.0006689222856472492 0.00047265002918380508 0.00050855095928347218 0.00024002241571829502 0.00039351158749823477 0.00026422533479079441 0.00069958569136194997 0.00047034389221519497 -2.207980532879375e-05
leaf_weight=70 83 99 1084 31 50 33 469 29 39 22 22 150 90 46 34 31 33 44 35 63 33 83 26 29 24 25 37 261 22 24
leaf_count=70 83 99 1084 31 50 33 469 29 39 22 22 150 90 46 34 31 33 44 35 63 33 83 26 29 24 25 37 261 22 24
internal_value=0 0.000371947 0.000697382 0.000592832 0.000522682 0.000302549 0.000718302 0.000490087 0.000345218 0.00067538 0.00042015 0.000683519 0.000368478 0.000748437 0.000155785 0.000445154 0.000696778 0.000662952 0.000410487 0.000275374 0.000698219 0.000675118 0.000622105 0.000630046 0.000360185 0.000497897 0.000344929 0.000681708 0.000596871 8.45005e-05
internal_weight=0 590 2531 422 186 404 2109 188 313 234 151 979 112 1130 91 157 829 360 126 162 212 179 109 112 74 54 72 316 55 57
internal_count=3121 590 2531 422 186 404 2109 188 313 234 151 979 112 1130 91 157 829 360 126 162 212 179 109 112 74 54 72 316 55 57
is_linear=0
shrinkage=0.00196078


Tree=8279
num_leaves=31
num_cat=0
split_feature=1 1 12 12 15 1 2 12 4 13 3 4 0 2 52 4 4 15 15 14 157 0 159 151 2 0 159 1 2 13
split_gain=0.680333 0.0932451 0.0912006 0.0805398 0.0618235 0.067296 0.051374 0.0432659 0.043262 0.0457014 0.0405327 0.0363411 0.0360354 0.0345078 0.0372583 0.0325752 0.0306034 0.0468939 0.0295417 0.0294608 0.0274329 0.0351416 0.0269246 0.0322346 0.0255476 0.0245205 0.0227178 0.0282729 0.0408949 0.0340442
threshold=0.10920500000000001 0.13075500000000004 0.078300000000000008 0.085055000000000006 0.035560000000000008 0.092845000000000025 0.11389000000000002 0.090165000000000009 0.36766000000000004 -0.28558999999999996 0.12745000000000004 0.053180000000000012 -0.088774999999999979 0.079055000000000014 0.056145000000000007 -0.036839999999999991 -0.16363499999999997 -0.018314999999999994 0.13592500000000005 -0.46166999999999997 -0.077664999999999998 -0.050684999999999994 0.082585000000000006 -0.044604999999999992 0.11411 0.024095000000000002 0.12283500000000001 0.089370000000000019 0.090425000000000019 -0.14819499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 5 6 13 26 9 -3 -11 12 -9 -1 22 -5 -7 -18 20 -2 21 -14 23 -15 -17 -10 27 29 -29 -4
right_child=1 8 7 15 -6 16 -8 11 25 10 -12 -13 18 14 -16 24 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0043167715305462481 0.0068725532541672393 0.0010449166924151924 0.011919061429798603 0.010156608076283227 0.0097893644912311669 0.0083903153473511346 0.0027033404870466754 0.0097814125940203674 0.0020050480789581913 0.003684181839580069 0.0089608675974886861 0.0062076197051164975 0.0034916495766083248 0.0093883228469640034 0.010885994559863494 0.007245386605474937 0.0048826520092634515 -0.00028932485729455949 0.0039549906693753748 0.0033092807393492853 0.0079308944726497951 0.0088351105665788049 0.0093098514527082451 0.0051037787286154299 0.0036170792755136198 -0.0013798345183693949 0.011570042201007408 0.0080601264377557005 0.0029717846519567749 0.0084997113226740056
leaf_weight=25 27 31 30 27 52 20 22 89 121 37 24 154 32 25 42 69 142 20 21 165 672 20 50 59 27 26 24 56 22 990
leaf_count=25 27 31 30 27 52 20 22 89 121 37 24 154 32 25 42 69 142 20 21 165 672 20 50 59 27 26 24 56 22 990
internal_value=0 0.00396013 0.00782416 0.0050902 0.00654339 0.00612663 0.00729116 0.00810156 0.00247072 0.00417139 0.00576025 0.007619 0.00787961 0.00779331 0.00828713 0.00708798 0.00469976 0.00424414 0.00765242 0.00381037 0.00775966 0.00554683 0.00747256 0.00637894 0.00622493 0.00140636 0.00852648 0.00845996 0.00662495 0.00860028
internal_weight=0 554 2567 315 457 405 223 2110 239 92 61 988 834 201 176 123 182 162 745 192 724 52 134 84 96 147 1122 1098 78 1020
internal_count=3121 554 2567 315 457 405 223 2110 239 92 61 988 834 201 176 123 182 162 745 192 724 52 134 84 96 147 1122 1098 78 1020
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 1 14 49 48 2 1 1 50 52 124 14 15 1 1 150 1 52 12 0 13
split_gain=8.0304 1.4189 0.699903 0.61097 0.451004 0.397353 0.358418 0.339151 0.279178 0.264098 0.232927 0.22884 0.137136 0.135303 0.122698 0.106589 0.104286 0.103133 0.0954417 0.0910327 0.0824387 0.0747196 0.0697925 0.0693442 0.11747 0.0644828 0.0672581 0.0576002 0.063744 0.0555463
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.14285500000000004 0.09253500000000002 0.062655000000000016 -0.054984999999999992 -0.015314999999999997 -0.090999999999999984 0.13075500000000004 0.12408500000000001 0.041865000000000006 -0.56176499999999996 -0.081214999999999982 0.062655000000000016 -0.089964999999999976 0.14699000000000004 0.089875000000000024 1.0000000180025095e-35 0.091195000000000012 0.40674500000000008 0.096990000000000007 -0.030209999999999997 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 19 -8 -9 13 -4 14 -2 -7 -1 29 -10 21 -15 -3 23 22 -6 27 -25 26 -16 -20 -29 -5
right_child=1 4 10 15 17 9 7 8 16 -11 -12 -13 -14 18 25 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00042162307881735226 0.00036709843543243019 0.00023336901513591797 0.00051199518216101425 0.00038503617128997396 0.00019746363306911998 0.00041238085950183673 0.00050981777604498888 0.00050705171902390087 0.000289662929485328 0.00036212519652178803 0.00031061523819763716 0.00069161755038718131 0.00053226784314749562 0.0006254613428723579 0.00057770703461370373 0.00018502979831347963 0.00018223937968457499 0.00023792474713249534 0.00054224582147513359 0.00011260909321482044 0.00063828979374146936 -1.5749527579721283e-06 6.692212927566074e-05 0.00051665155984023041 0.00033779205247650248 0.00053775336691217509 0.00048202375268678236 0.00051530913229533358 0.00040497395098740616 0.00026123356057493655
leaf_weight=22 23 48 34 38 31 38 30 20 142 39 63 59 121 40 1084 24 46 26 478 48 25 22 32 48 20 210 29 237 22 22
leaf_count=22 23 48 34 38 31 38 30 20 142 39 63 59 121 40 1084 24 46 26 478 48 25 22 32 48 20 210 29 237 22 22
internal_value=0 0.000302584 0.000544426 0.000428364 0.000238139 0.00055116 0.000274125 0.000314919 0.000286809 0.000520122 0.000381202 0.000572096 0.000505887 0.000526908 0.000566853 0.000295467 0.000263378 0.000129858 0.00053191 0.000172989 0.000527402 9.68027e-05 0.000131157 0.000523958 0.000464046 0.000569268 0.000575214 0.000529486 0.000505937 0.000339642
internal_weight=0 673 2448 228 445 2351 334 238 208 947 97 1404 144 908 1345 84 188 111 870 96 830 85 63 805 68 1323 1113 737 259 60
internal_count=3121 673 2448 228 445 2351 334 238 208 947 97 1404 144 908 1345 84 188 111 870 96 830 85 63 805 68 1323 1113 737 259 60
is_linear=0
shrinkage=0.00196078


Tree=8281
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 2 16 13 150 42 15 447 14 1 52 41 34 2 150 39 3 4 31 0 47 14 132 49 41 0
split_gain=0.604532 0.0830822 0.0819064 0.0522892 0.047623 0.0446428 0.0343493 0.0391514 0.0515104 0.0416139 0.0329876 0.0291226 0.0328885 0.0288457 0.026567 0.0264902 0.0257569 0.0312493 0.0359263 0.0311625 0.0454368 0.0321612 0.0302679 0.0240996 0.0261702 0.0235151 0.0235078 0.035564 0.0230478 0.0202
threshold=0.10920500000000001 -0.049509999999999992 1.0000000180025095e-35 0.10045500000000002 0.31358000000000003 0.11411 0.52822500000000006 -0.064619999999999983 1.0000000180025095e-35 0.075730000000000006 -0.040804999999999994 0.084065000000000015 0.076975000000000002 0.077845000000000011 -0.066844999999999988 0.08690500000000001 -0.038779999999999995 0.11682500000000001 0.085395000000000013 0.096625000000000016 0.149315 0.04735000000000001 -0.081689999999999985 -0.036484999999999997 0.090280000000000013 -1.0000000180025095e-35 0.08696000000000001 0.14705000000000004 0.089785000000000018 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 11 16 23 7 9 26 -5 -11 12 25 -4 -13 -7 22 18 -18 20 21 -19 -3 24 -2 -1 27 -9 29 -27
right_child=1 4 13 6 -6 15 -8 8 -10 10 -12 14 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.011060538621885437 0.0099273712383658314 0.0032300518204465335 0.0076476733998528546 0.0036267461898007794 -0.0015152265712537845 0.0023828401076361142 0.0084842802489619347 0.0069252783009643125 0.0020125125230859137 0.007064659992956657 0.010426947340456537 0.0071983876361234773 0.0098846912446960422 0.0039819643232951183 0.0028102013314227491 0.0065910045205133175 0.0057748727496514584 0.0084846028447600474 0.0012619157448749653 0.00046850924509473979 0.0017104625740155047 0.0038359167408603041 -0.0014678551505009334 0.0041419657215905877 0.0062431592111191585 0.006421635852047157 0.0037149894659200475 0.0024839534773491326 0.004401296927105813 0.0078210981988240807
leaf_weight=21 31 32 28 23 23 52 82 183 36 83 45 37 74 92 22 21 89 22 22 45 70 46 24 26 51 110 36 20 21 1654
leaf_count=21 31 32 28 23 23 52 82 183 36 83 45 37 74 92 22 21 89 22 22 45 70 46 24 26 51 110 36 20 21 1654
internal_value=0 0.00374566 0.00738807 0.00751316 0.00289259 0.00550364 0.00661004 0.00624927 0.00553889 0.00754301 0.00824671 0.00774977 0.00781843 0.0048373 0.00556211 0.00359341 0.00318225 0.00355665 0.00488041 0.00275371 0.00349888 0.0053399 0.00121666 0.00679482 0.00763597 0.00773376 0.00607006 0.00648771 0.00769462 0.00773383
internal_weight=0 554 2567 2447 373 181 508 426 275 151 128 1939 1880 120 59 73 350 294 111 183 138 68 56 108 82 1806 239 203 1785 1764
internal_count=3121 554 2567 2447 373 181 508 426 275 151 128 1939 1880 120 59 73 350 294 111 183 138 68 56 108 82 1806 239 203 1785 1764
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 4 1 4 14 4 2 2 457 2 1 50 475 0 15 4 40 39 47 43 2 3 3 481 1
split_gain=6.40985 0.803043 0.693448 0.493405 0.429181 0.23146 0.242529 0.214449 0.207174 0.188142 0.178239 0.165465 0.113604 0.0945388 0.0854802 0.126575 0.0846403 0.0816442 0.0783443 0.0674265 0.0672542 0.0614957 0.0553964 0.0524508 0.0585519 0.0634235 0.0519799 0.0486068 0.0465681 0.0460087
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.098630000000000009 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.40124500000000002 0.076975000000000002 0.36766000000000004 0.14122000000000004 -1.0000000180025095e-35 0.080930000000000016 0.089885000000000007 0.088975000000000012 0.086295000000000011 -0.069854999999999987 -0.080119999999999983 -0.41942499999999994 -0.0070899999999999991 -0.065259999999999999 0.093755000000000019 0.090100000000000013 -0.080954999999999985 0.11177500000000001 -0.082484999999999989 -0.017889999999999996 -0.00058999999999999992 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 9 6 21 -4 20 12 11 13 18 17 29 28 19 -6 -1 -7 26 -3 -21 24 -2 -26 -5 -8 -16 -14
right_child=1 5 7 8 10 16 27 -9 -10 -11 -12 -13 14 -15 15 -17 -18 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00046850897876235347 0.00018037690547865819 0.00021323888398268643 0.00046001533143041868 0.00058791873959120988 0.00052750198364799833 0.00015195386905577922 0.00022366778841173714 0.00027304659575045574 0.00027897057363239546 0.00060086403831368827 0.00030190646669890777 0.00032945858929947638 0.00051445938561586746 0.00032779339061794332 0.00053926127015793029 0.00035046949057842419 0.00022034961036107638 0.00045389000959316007 0.00031206991906990026 -1.0893661052321869e-05 0.00041538942256264693 0.0003393259079268289 0.0001152637971998633 0.00034086911221485941 0.00036383146908193986 0.00024687918322624655 0.00045609348100266291 0.00013077469994519794 0.00047861129408403793 0.00048303896800538264
leaf_weight=32 38 20 34 23 69 35 32 77 29 72 34 41 1101 20 56 28 22 361 20 32 45 58 23 27 22 94 23 67 372 214
leaf_count=32 38 20 34 23 69 35 32 77 29 72 34 41 1101 20 56 28 22 361 20 32 45 58 23 27 22 94 23 67 372 214
internal_value=0 0.00025491 0.00048186 0.000325793 0.000488811 0.000181085 0.000225226 0.000330316 0.000423291 0.000502555 0.000439201 0.000448708 0.000498672 0.000459573 0.000501324 0.000478191 0.000111326 0.000465702 0.00040834 8.46762e-05 0.000469284 0.000306996 4.18631e-05 0.000261153 0.000247177 0.00026906 0.000522006 0.000160801 0.000486547 0.000509346
internal_weight=0 590 2531 301 2420 289 177 111 120 1895 525 491 1823 450 1771 456 112 430 52 90 91 78 55 181 154 116 46 99 428 1315
internal_count=3121 590 2531 301 2420 289 177 111 120 1895 525 491 1823 450 1771 456 112 430 52 90 91 78 55 181 154 116 46 99 428 1315
is_linear=0
shrinkage=0.00196078


Tree=8283
num_leaves=31
num_cat=0
split_feature=1 1 123 148 2 2 13 43 1 13 12 16 3 4 3 0 160 133 12 42 49 14 14 0 4 0 4 2 0 16
split_gain=0.533638 0.0760302 0.0718702 0.0629578 0.0458391 0.0398663 0.0320406 0.0310972 0.0303901 0.0436723 0.0334964 0.0293458 0.0355554 0.0420112 0.0410286 0.0290493 0.0272718 0.0272503 0.0278095 0.0269425 0.0252775 0.0248822 0.0243139 0.0299084 0.0466777 0.0450455 0.0414507 0.0305831 0.0253268 0.0322463
threshold=0.10920500000000001 0.12337000000000002 1.0000000180025095e-35 -0.043434999999999994 0.10045500000000002 1.0000000180025095e-35 -0.004174999999999999 -0.066504999999999995 0.14754500000000001 -0.47860499999999995 -0.10022999999999999 0.52822500000000006 -0.10217499999999997 -0.14098499999999997 -0.074479999999999977 -0.18901999999999997 -0.40698999999999991 0.085895000000000013 0.092465000000000006 -0.0060199999999999993 0.13260000000000002 0.076975000000000002 -1.0000000180025095e-35 -0.11173999999999999 0.0045450000000000013 -0.15599999999999997 0.0061450000000000003 0.089005000000000015 -0.085034999999999986 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 21 17 8 -8 10 -10 -3 12 13 -6 -14 -7 -16 18 -5 -4 -18 22 -1 24 25 -24 28 -26 29 -25
right_child=1 6 19 5 11 15 7 -9 9 -11 -12 -13 14 -15 16 -17 20 -19 -20 -21 -22 -23 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.010522012793543666 0.00010617092395058047 0.0051813533388529766 0.0077240236696194528 0.010679973872505468 0.0065438787985060897 0.0075564086858537945 0.0018581143726219631 0.005348270586533946 0.0028996769050579699 -0.0031807229776556292 0.0015449396555136821 0.0079548740773688915 0.0076904842244962662 0.0013131792314679308 0.0090061170398257669 0.003500544382385104 0.0055126270170831049 0.0037487755458721003 0.0064943409051027223 0.0038515790655486745 0.0019340351499109107 0.0090632285303926391 0.0056569011894882556 0.0081332142664853804 0.010516659500585362 -0.00026216537691652774 0.0056476953743160117 0.0059141521419708932 0.0071165934116700072 0.0051599957689177252
leaf_weight=22 26 33 22 22 28 21 45 59 21 27 109 82 130 34 20 111 192 23 57 98 22 76 36 564 22 20 142 42 976 39
leaf_count=22 26 33 22 22 28 21 45 59 21 27 109 82 130 34 20 111 192 23 57 98 22 76 36 564 22 20 142 42 976 39
internal_value=0 0.00352874 0.00695092 0.00477448 0.0070681 0.00529318 0.00242707 0.00383811 0.00165472 -0.000520548 0.00239002 0.00622251 0.00588905 0.00367543 0.00626609 0.0041458 0.00547477 0.00677803 0.00765996 0.00456153 0.00514473 0.00728963 0.00721728 0.00717779 0.00565138 0.00354295 0.00728422 0.00749626 0.00743139 0.00794092
internal_weight=0 554 2567 260 2447 234 294 104 190 48 142 508 426 62 364 132 234 102 79 120 214 1939 1863 1841 120 56 1721 64 1579 603
internal_count=3121 554 2567 260 2447 234 294 104 190 48 142 508 426 62 364 132 234 102 79 120 214 1939 1863 1841 120 56 1721 64 1579 603
is_linear=0
shrinkage=0.1


Tree=8284
num_leaves=31
num_cat=0
split_feature=1 52 1456 2 0 132 15 48 160 133 4 149 47 48 14 14 45 0 1 3 10 42 1208 3 0 16 0 4 1213 50
split_gain=0.436513 0.122947 0.0608364 0.0615523 0.0463946 0.0340775 0.043682 0.047193 0.0334426 0.0310257 0.0330367 0.0302737 0.0301 0.0420607 0.0299049 0.0298862 0.0275805 0.0378232 0.0429832 0.0332496 0.0322947 0.0267969 0.0330517 0.0268321 0.0334213 0.0253949 0.0390472 0.0249998 0.0216452 0.0292531
threshold=0.10124500000000002 -0.40967499999999996 -0.049894999999999995 0.14753000000000002 0.22582000000000002 0.08764000000000001 -0.41942499999999994 0.085790000000000019 -0.4136149999999999 -0.24227499999999996 -0.17966999999999997 0.07770500000000001 0.086785000000000015 0.12118000000000002 -0.46166999999999997 0.062655000000000016 0.081955000000000014 -0.13027499999999997 0.083135000000000014 -0.0049599999999999991 -0.015579999999999998 0.11387000000000001 0.10233500000000001 0.099930000000000005 -0.019414999999999998 -1.0000000180025095e-35 -0.18901999999999997 -0.015624999999999998 -0.021674999999999996 0.020130000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 8 15 6 -5 -8 -4 -10 -11 12 14 -14 -12 16 17 18 -1 -20 -19 23 28 -22 -25 26 -16 -28 -23 -30
right_child=1 2 3 5 -6 -7 7 -9 9 10 11 -13 13 -15 25 -17 -18 20 19 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0072013980054873089 0.0068826262925308678 0.0077192145832149055 0.0074160347715951508 0.0031946564187259915 0.0015918766660615803 0.003832295294601603 -0.0053807896773584865 0.00052979905241435136 0.0069215340394293895 0.0064830508945440809 0.0044462610087752834 0.0062691490575671194 0.0055422450105349222 0.00068209593324960842 0.0054299902174320515 0.008225996863996882 0.0098807131109589896 0.0025203255670411245 -0.00016632540542299727 0.004467102058623499 0.0066254929313477109 0.0068563319677446876 0.007858671417233308 0.0013654032785614784 0.0067614218985302919 -0.0001873682404693682 0.0050461284328429477 0.0014072317805803908 0.0050183643143446675 0.0013786912888891119
leaf_weight=42 102 28 20 26 20 28 22 35 22 27 53 25 69 24 34 89 22 21 21 59 1865 29 37 22 24 50 21 187 63 34
leaf_count=42 102 28 20 26 20 28 22 35 22 27 53 25 69 24 34 89 22 21 21 59 1865 29 37 22 24 50 21 187 63 34
internal_value=0 0.00364796 0.00315625 0.00295755 0.00638768 0.000815594 -0.000202088 -0.00175148 0.00340446 0.00324776 0.00308282 0.00288453 0.00269135 0.00428801 0.00226094 0.00642888 0.00635745 0.00632248 0.00461086 0.00325083 0.00642216 0.00646167 0.0052309 0.00656664 0.00418072 0.00186429 0.00228818 0.00177462 0.00445925 0.0037426
internal_weight=0 773 671 643 2348 111 83 57 532 512 490 463 438 93 345 2328 2239 2217 122 80 2095 2074 163 1911 46 292 242 208 126 97
internal_count=3121 773 671 643 2348 111 83 57 532 512 490 463 438 93 345 2328 2239 2217 122 80 2095 2074 163 1911 46 292 242 208 126 97
is_linear=0
shrinkage=0.1


Tree=8285
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 4 14 1 2 1 4 3 457 0 1 4 3 12 2 4 15 0 49 43 0 52 1 4
split_gain=12.6109 1.48578 1.42667 1.24699 0.911564 0.561425 0.433904 0.420916 0.420035 0.317177 0.271574 0.189149 0.186244 0.287185 0.171742 0.161256 0.156201 0.128646 0.162477 0.121938 0.112902 0.111338 0.109753 0.105901 0.105599 0.108662 0.10263 0.163289 0.0940486 0.0889035
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.099185000000000009 0.13082500000000002 0.40124500000000002 0.36766000000000004 0.076175000000000007 0.077845000000000011 0.14122000000000004 0.15799000000000005 -0.078439999999999996 0.092670000000000016 0.080930000000000016 -0.066689999999999985 0.082005000000000008 -0.55119499999999988 -0.12711499999999995 0.089885000000000007 0.14122000000000004 0.033845000000000007 -0.15914499999999995 -0.030209999999999997 -0.054319999999999993 -0.081289999999999987 -0.11242999999999999 -0.034054999999999995 0.10587000000000001 -0.043364999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 8 11 29 10 12 -4 14 -3 17 15 16 19 23 -1 -19 22 -2 -21 -14 -6 -11 -26 27 -24 -18 -5
right_child=1 5 9 6 7 -7 -8 -9 -10 24 -12 -13 13 -15 -16 -17 28 18 -20 21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00087530101631201954 0.00036680737117136483 0.000227876188504923 0.00064273632864574764 0.00076741889661767568 0.00064404778158329735 0.00045727824313728096 0.0003920287978104955 0.00040558032227428723 0.0008542284570835732 0.00047218617531085685 0.00047869725255959269 6.9178525444527129e-05 0.00082968973061617682 0.00050428375617747069 0.00046802607387779095 0.00055347950439864823 0.0007488378197525173 0.00058651562624921396 0.00072946403647180602 0.00068339689055613834 0.00022672323108303781 0.00058908083030030504 0.00049685740896538821 0.00052335133589148826 0.00042739078243148515 0.00022769569013012097 0.00071676940173866623 0.00070812326241162862 0.00060213064056595952 0.00062425378489093205
leaf_weight=22 192 165 28 21 284 39 32 34 74 41 41 35 30 32 20 31 84 32 684 342 25 56 22 31 22 20 541 39 21 81
leaf_count=22 192 165 28 21 284 39 32 34 74 41 41 35 30 32 20 31 84 32 684 342 25 56 22 31 22 20 541 39 21 81
internal_value=0 0.000361314 0.000679643 0.000442508 0.000689613 0.00024207 0.000591233 0.000616422 0.0007094 0.000462277 0.000631326 0.000200104 0.000703547 0.000687297 0.000645548 0.000692817 0.000654001 0.000727613 0.000723075 0.000697011 0.000350669 0.000670126 0.000713941 0.00063217 0.000401399 0.000332298 0.000708173 0.000631929 0.000719496 0.000653729
internal_weight=0 590 2531 351 2420 239 134 515 1905 111 481 200 1831 1093 440 1061 420 738 716 1030 217 398 632 315 83 42 602 61 105 102
internal_count=3121 590 2531 351 2420 239 134 515 1905 111 481 200 1831 1093 440 1061 420 738 716 1030 217 398 632 315 83 42 602 61 105 102
is_linear=0
shrinkage=0.00196078


Tree=8286
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 2 14 0 15 48 0 49 4 14 1 40 50 0 11 3 47 1 15 0 1
split_gain=7.08475 1.20339 0.590629 0.472041 0.390883 0.363797 0.331585 0.277222 0.251447 0.174122 0.171886 0.146124 0.129579 0.202526 0.120392 0.111625 0.108701 0.0985692 0.0868238 0.0825005 0.0818647 0.075545 0.0722026 0.0712179 0.0959416 0.0703725 0.0691877 0.066329 0.0720827 0.0888451
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 0.13501500000000002 0.062655000000000016 -0.10607499999999999 -0.10653 -0.015314999999999997 -0.14226499999999997 -0.054984999999999992 0.0082450000000000006 0.062655000000000016 0.13436000000000001 -0.077474999999999988 0.041865000000000006 0.18019500000000002 0.077415000000000012 -0.11171999999999999 0.090280000000000013 0.13075500000000004 -0.089964999999999976 -0.10151999999999999 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 11 20 -8 -9 -4 14 12 13 -1 -7 -15 -2 -14 22 -10 -3 27 23 24 -16 -18 -5 28 -6 -30
right_child=1 4 9 26 21 10 7 8 19 -11 -12 -13 17 15 18 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0005934250283345158 0.00035193293279581537 0.00022686264548772415 0.00048182146884758788 0.00032613328572825279 0.00022924154775998061 0.00037602211805243117 0.00048112010157186222 0.00045235087907239167 0.00026827294109498407 0.00030770767601876473 0.00037652486505358198 0.00063531494874372876 0.000546849519450417 0.00047074327036321882 0.00036914397077551927 0.00031062685782693854 0.00054826810074424799 0.00046808034137083108 0.00062409749755937998 0.00014011235376438144 0.00011232008481313999 0.00022385735289498512 0.00038287379797182831 0.00056934633268779071 0.00050106262443417161 0.00045361392596522632 0.00020156642517190596 1.0386894003831766e-05 0.00017872810299420446 -1.636734075781678e-06
leaf_weight=36 23 47 34 60 21 30 30 28 158 63 48 62 1338 47 22 26 58 64 22 22 49 26 20 56 580 63 24 22 21 21
leaf_count=36 23 47 34 60 21 30 30 28 158 63 48 62 1338 47 22 26 58 64 22 22 49 26 20 56 580 63 24 22 21 21
internal_value=0 0.000291522 0.000518679 0.000407356 0.000232173 0.000524865 0.000265674 0.000304912 0.000279497 0.000368737 0.000490183 0.000542019 0.000538191 0.000473069 0.000497656 0.000413716 0.000475498 0.000543254 0.000502869 0.000252609 0.000168398 0.000131368 0.000498936 0.000502463 0.000496242 0.000498985 0.000290543 0.000103077 0.000135444 8.85457e-05
internal_weight=0 673 2448 228 445 2351 334 238 208 97 778 1573 1511 109 730 73 144 1402 700 180 96 111 678 658 602 121 84 85 63 42
internal_count=3121 673 2448 228 445 2351 334 238 208 97 778 1573 1511 109 730 73 144 1402 700 180 96 111 678 658 602 121 84 85 63 42
is_linear=0
shrinkage=0.00196078


Tree=8287
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 44 4 1 2 16 2 1 3 2 4 52 3 457 1 0 48 51 2 47 16 4 1 15
split_gain=13.777 2.20915 1.3505 1.19695 0.851591 0.670268 0.449539 0.400823 0.393247 0.36392 0.351389 0.293437 0.292892 0.225591 0.386511 0.220614 0.18481 0.182606 0.152195 0.150822 0.164239 0.122503 0.116101 0.111377 0.112458 0.110546 0.0788052 0.0751023 0.0690788 0.0812489
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.094585000000000016 0.40473500000000007 0.09253500000000002 0.14122000000000004 -0.52595999999999987 0.17025000000000004 0.080270000000000022 -0.12018999999999998 0.090050000000000005 0.42051500000000003 -0.56176499999999996 0.30112000000000005 0.080930000000000016 0.075045000000000014 -0.030209999999999997 0.016865000000000002 0.11144500000000002 0.087625000000000022 0.090100000000000013 -0.080509999999999984 -0.0070899999999999991 0.11669000000000002 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 13 12 27 -5 11 -7 16 23 -15 -16 18 -13 22 20 21 -19 -4 24 -1 28 -25 -6 -3 -30
right_child=1 2 7 9 8 10 -8 -9 -10 -11 -12 17 -14 14 15 -17 -18 19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00076754285000112013 0.00071788337621791565 0.00037252096553105083 0.00045566450350984834 0.00065756456683698124 0.00076533060948721834 0.00044534623650720916 0.0008897388390466278 0.0005055259073189661 0.00039917648289036127 0.00040584967830796645 0.00048472780145487394 0.00081264635296182859 9.8382768357807535e-05 0.00048731396559114547 0.0007177937523567883 0.00050767225103781502 0.00021310166907054923 0.00067463157990196821 0.00019679768358334224 0.00050482771012420739 0.00076427953290244502 0.00056165440808865854 0.00028371339822595389 0.0007253882753879518 0.00072774697185220801 0.00047532143674467689 0.00055709662536780038 0.00062560022753827709 0.00036272061075650009 0.00019183959647574845
leaf_weight=581 71 148 36 34 21 21 70 22 30 63 41 38 52 32 487 20 118 369 23 20 73 41 26 23 515 33 20 50 23 20
leaf_count=581 71 148 36 34 21 21 70 22 30 63 41 38 52 32 487 20 118 369 23 20 73 41 26 23 515 33 20 50 23 20
internal_value=0 0.000390766 0.000352185 0.000707533 0.000437924 0.00071634 0.000735785 0.000251589 0.000587399 0.00049408 0.000659971 0.000672756 0.000229681 0.000729363 0.000696314 0.000709505 0.000263314 0.000681583 0.000333021 0.000671682 0.000678591 0.000663334 0.000383556 0.000745003 0.000748843 0.000370527 0.000647113 0.000666929 0.000352421 0.000283241
internal_weight=0 673 602 2448 325 2351 1748 277 101 97 603 562 255 1678 539 507 203 541 85 503 483 410 62 1139 1096 224 43 71 191 43
internal_count=3121 673 602 2448 325 2351 1748 277 101 97 603 562 255 1678 539 507 203 541 85 503 483 410 62 1139 1096 224 43 71 191 43
is_linear=0
shrinkage=0.00196078


Tree=8288
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 10 15 2 2 2 4 2 3 3 11 159 1 4 1 475 475 475 49 133 1210 52 16 2
split_gain=0.535286 0.127054 0.0561754 0.060425 0.0506157 0.0499986 0.0469495 0.0357341 0.0267703 0.0229394 0.0324443 0.0570657 0.023025 0.022909 0.027207 0.0397901 0.0302871 0.0246272 0.025968 0.0312497 0.0228224 0.0329001 0.0618418 0.0323705 0.0364832 0.0335729 0.0290243 0.0266848 0.0244632 0.0242536
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.091265000000000013 0.41257000000000005 -0.062879999999999978 -0.43375999999999998 0.13712500000000002 -1.0000000180025095e-35 0.10381000000000001 -0.029144999999999997 0.15109000000000003 -0.14186499999999996 -0.10831999999999999 1.0000000180025095e-35 0.082585000000000006 0.084785000000000013 -0.0086549999999999978 0.091195000000000012 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.11560500000000001 0.08622500000000001 -0.42132499999999995 0.31359500000000001 -0.081779999999999978 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 9 5 20 -2 -4 -8 10 -3 -12 -13 14 16 -16 -7 18 -17 -20 21 22 -1 25 26 -23 -25 -28 -29 -22
right_child=1 2 7 -5 -6 13 8 -9 -10 -11 11 12 -14 -15 15 17 -18 -19 19 -21 29 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0085284298366826508 0.006662582510733696 0.0019502613649267375 -0.0027693108744209723 0.0089234077301807695 0.002308752411045134 0.0053481845104176064 0.0052539360847928237 0.0018844006658688961 0.0011126613843063953 0.0016661168599966915 0.0078338261767241513 0.0066436972125389045 0.003105328814362528 0.0032521441937812291 0.0028450279147364203 0.0065525454600211391 0.0096814298743589065 0.0079470325838090893 0.0066149724828493267 0.0024483281899140112 0.0039543136186341961 0.012441145641536549 0.0010226863392052195 0.01146796131390147 0.003485862014903909 0.0075865427248312956 0.007721407847299272 0.0073628474764215459 0.0026273831329308452 0.0069583806665490348
leaf_weight=23 179 79 21 20 22 23 37 77 27 71 38 21 148 21 30 544 54 109 36 36 31 29 21 20 21 28 1109 24 20 202
leaf_count=23 179 79 21 20 22 23 37 77 27 71 38 21 148 21 30 544 54 109 36 36 31 29 21 20 21 28 1109 24 20 202
internal_value=0 0.0039716 0.00302014 0.0035746 0.00708332 0.00712744 0.00583144 0.000887177 0.00350684 0.00327495 0.00367434 0.00433233 0.00354501 0.00651412 0.00659645 0.00641383 0.00838708 0.0065615 0.00631634 0.00453165 0.00746982 0.00763375 0.00494614 0.00772828 0.00761714 0.0100564 0.0076911 0.00762558 0.00521036 0.0065587
internal_weight=0 718 475 377 2403 2381 243 98 64 357 286 207 169 853 832 755 77 725 616 72 1528 1295 44 1251 1194 57 1173 1153 44 233
internal_count=3121 718 475 377 2403 2381 243 98 64 357 286 207 169 853 832 755 77 725 616 72 1528 1295 44 1251 1194 57 1173 1153 44 233
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 2 4 1 2 4 0 1 150 39 0 156 52 0 16 3 4 150 159 2 52 51 1 14
split_gain=9.06241 1.58693 0.956041 0.791886 0.448348 0.317617 0.273306 0.271024 0.262561 0.228568 0.2216 0.155322 0.157073 0.129292 0.128519 0.105565 0.105529 0.146479 0.102568 0.0963502 0.101084 0.0900107 0.0897769 0.0843243 0.121302 0.109842 0.0778651 0.106128 0.0883158 0.0730502
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.27287000000000006 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.077845000000000011 0.14285500000000004 0.0061450000000000003 -0.11173999999999999 0.15471500000000002 0.091105000000000005 0.087690000000000004 -0.079119999999999982 -1.0000000180025095e-35 -0.56176499999999996 -0.14832499999999996 -0.052894999999999991 -0.12711499999999995 -0.013514999999999998 0.083555000000000004 0.076905000000000015 0.11510000000000002 0.024145000000000003 -1.0000000180025095e-35 0.095950000000000021 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 4 6 7 11 15 22 -5 18 12 -1 29 19 -3 -14 -18 -6 -13 -21 -19 -4 24 25 -2 27 -20 -29 -7
right_child=1 5 8 9 10 13 -8 -9 -10 -11 -12 14 16 -15 -16 -17 17 21 26 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00049788406941356938 0.00045276469133828017 0.00042077773682821812 0.00060088003443000207 0.00054839906707948658 0.0006440202059974033 0.0002903295578922029 0.0007109656057275362 0.00016426539838133183 0.00036612426413706054 0.00033744739136613091 0.00038629182791847751 0.00068399363726961851 0.00061057007612143853 5.0440304827842477e-05 0.00039687655033392632 0.00026743402183662413 0.00073306411365612321 0.00047155354305907014 0.00055168344796272884 0.00056659999890762338 0.00044336920904036584 0.00057458707413435804 0.00049703520580762274 0.00027373174944009634 0.00027838777007237702 0.00031186739256207813 0.0005622088827025234 0.00049200795228115186 0.0003532671517362144 0.00016481411409373655
leaf_weight=59 52 45 73 28 34 21 76 42 36 67 39 20 1144 35 22 28 21 36 104 114 33 345 57 92 56 36 177 89 22 118
leaf_count=59 52 45 73 28 34 21 76 42 36 67 39 20 1144 35 22 28 21 36 104 114 33 345 57 92 56 36 177 89 22 118
internal_value=0 0.000320626 0.000400298 0.000575107 0.000582247 0.000209802 0.000595796 0.000289759 0.000514312 0.000399623 0.000527761 0.000590917 0.000597178 0.000156956 0.00053775 0.000361961 0.000600967 0.000573639 0.000540712 0.000556308 0.000538936 0.000564852 0.000555348 0.000320102 0.000349727 0.000395125 0.000531752 0.000506678 0.00046451 0.000183777
internal_weight=0 691 402 2430 2335 289 1870 115 166 95 465 1794 1605 174 189 73 1546 402 426 167 147 381 130 236 144 88 392 215 111 139
internal_count=3121 691 402 2430 2335 289 1870 115 166 95 465 1794 1605 174 189 73 1546 402 426 167 147 381 130 236 144 88 392 215 111 139
is_linear=0
shrinkage=0.00196078


Tree=8290
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 159 4 3 2 4 2 4 11 47 47 15 0 131 1 4 3 11 3 3 16 49 47 16
split_gain=10.9688 1.39898 1.17095 0.993423 0.682796 0.459322 0.40898 0.324579 0.300052 0.235045 0.226314 0.274998 0.215142 0.208436 0.160673 0.155259 0.149885 0.145637 0.143142 0.137093 0.121141 0.120009 0.168602 0.117336 0.101581 0.0927313 0.113746 0.092301 0.0911351 0.0734523
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.088725000000000012 0.091545000000000015 -1.0000000180025095e-35 -0.16363499999999997 -0.11171999999999999 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.053180000000000012 1.0000000180025095e-35 0.091680000000000011 0.077555000000000013 0.13592500000000005 -0.13027499999999997 0.086835000000000009 0.15799000000000005 -0.064054999999999987 0.092670000000000016 0.080150000000000013 0.0068900000000000012 -0.13309499999999996 -0.066924999999999985 -0.085174999999999987 0.090100000000000013 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 28 14 -5 -6 -1 11 24 -7 17 18 27 21 25 -4 20 -12 -11 -23 -16 -9 -8 -27 -10 -3 -29
right_child=1 3 6 7 8 12 13 10 15 16 19 -13 -14 -15 23 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00032327569554788853 0.0005328641555427965 0.00020769892725795144 0.00039730654554624186 0.00032178925462334021 0.00051664269585539402 0.00046449057490023134 0.00059372531864828118 0.00015365588355480749 0.00039363155901487695 0.00057352295834101551 3.0573355673136661e-05 8.030996992136472e-05 0.00024144576952966581 0.0004379953303459258 0.00072876596551884015 0.00042986015304404674 0.00064445638335218611 0.00036456588649069776 0.00056064935750569061 0.00015925350026252435 -0.00013952300950856596 0.00049841825884967004 0.00030847323374447552 0.00058311295750386569 0.00033529909255840712 0.00054691392934888246 0.00049334692558748456 0.00031474627481371749 0.00032936997231649081 0.00020888617337318157
leaf_weight=26 52 153 21 26 31 60 71 20 21 56 60 95 23 137 37 31 32 22 1160 22 22 98 22 50 29 291 320 42 28 63
leaf_count=26 52 153 21 26 31 60 71 20 21 56 60 95 23 137 37 31 32 22 1160 22 22 98 22 50 29 291 320 42 28 63
internal_value=0 0.000225751 0.000522633 0.000196067 0.000428349 0.000281905 0.000541498 0.000113362 0.000340357 0.000499045 9.15109e-05 0.000141849 0.000402683 0.000507971 0.000563736 0.000305548 0.000521016 0.000521588 0.000557745 2.18122e-05 -1.50623e-05 0.000498572 0.000463595 0.000645057 0.000261159 0.000526653 0.000518859 0.000274964 0.000226521 0.00025123
internal_weight=0 590 2531 538 422 264 2109 274 188 234 248 144 83 841 1268 157 208 704 1181 104 82 176 120 87 49 682 611 126 181 105
internal_count=3121 590 2531 538 422 264 2109 274 188 234 248 144 83 841 1268 157 208 704 1181 104 82 176 120 87 49 682 611 126 181 105
is_linear=0
shrinkage=0.00196078


Tree=8291
num_leaves=31
num_cat=0
split_feature=1 1 12 123 4 2 4 1 2 47 14 457 1 2 1 1 43 4 2 2 15 4 0 0 475 475 52 4 49 147
split_gain=12.6417 1.68008 1.36382 1.31583 0.818469 0.55741 0.52265 0.366667 0.354605 0.316247 0.267403 0.206159 0.285906 0.198818 0.189851 0.186346 0.17036 0.212164 0.160058 0.136569 0.133736 0.157424 0.11878 0.113059 0.104434 0.116425 0.100509 0.0998093 0.0933743 0.0933063
threshold=0.10752500000000002 0.13604000000000002 0.085055000000000006 1.0000000180025095e-35 0.36766000000000004 0.091265000000000013 0.40124500000000002 0.09253500000000002 0.14285500000000004 0.13827000000000003 0.076175000000000007 0.080930000000000016 0.084525000000000003 0.17025000000000004 0.090405000000000013 1.0000000180025095e-35 -0.04890499999999999 -0.026489999999999996 -1.0000000180025095e-35 0.11362000000000001 0.040760000000000005 -0.17966999999999997 -0.030209999999999997 -0.092759999999999995 -0.088274999999999978 -0.10344499999999998 0.40674500000000008 -0.51253999999999988 -0.054319999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 5 10 -4 -5 11 13 14 15 -13 -3 24 22 -2 -18 -16 -19 21 -17 -7 -20 25 -1 27 -26 -9 -21
right_child=1 9 6 7 -6 8 -8 28 -10 -11 -12 12 -14 -15 18 20 17 19 23 29 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00072745727975161471 0.00028991010513645737 0.00021814017408358641 0.00064981294883026636 0.00064103611618185883 0.00042780058600479221 0.00066366548603681152 0.00037762797604527272 0.0004622269933130227 0.00047193057778913686 0.00042899285802264615 0.00084439552709704533 0.00068719668309097099 0.00037453641223517012 6.5988950426684449e-05 0.00050912309971535598 0.00074766924148037667 0.00057298940102927152 0.00046710929067455219 0.00058274640434348077 0.00035503457564905989 0.00084919581859329945 0.00059400446741377086 0.00056394331098771563 0.00069745420116441522 0.00086633700073934067 0.00051842202085490314 0.00060799631547823964 0.0007265627496993854 0.00032556174642781006 0.00020694601638179559
leaf_weight=21 115 111 110 34 45 563 36 40 39 21 61 23 22 47 23 89 21 34 39 74 30 36 50 216 20 20 27 1096 37 21
leaf_count=21 115 111 110 34 45 563 36 40 39 21 61 23 22 47 23 89 21 34 39 74 30 36 50 216 20 20 27 1096 37 21
internal_value=0 0.000361475 0.000430527 0.000680194 0.000689769 0.000694732 0.000582699 0.000471442 0.00065457 0.000202927 0.0007172 0.000663332 0.000534341 0.00017288 0.000711893 0.00067089 0.000346689 0.000390219 0.000665781 0.000360466 0.00073163 0.000703414 0.000655532 0.000679911 0.00072272 0.000625489 0.000726208 0.000729068 0.000396557 0.000322299
internal_weight=0 590 411 2531 2420 2375 146 111 852 179 1523 813 45 158 1462 768 265 150 278 129 155 125 613 255 1184 41 1143 1116 77 95
internal_count=3121 590 411 2531 2420 2375 146 111 852 179 1523 813 45 158 1462 768 265 150 278 129 155 125 613 255 1184 41 1143 1116 77 95
is_linear=0
shrinkage=0.00196078


Tree=8292
num_leaves=31
num_cat=0
split_feature=1 52 3 124 1456 2 2 42 14 30 2 0 3 52 130 0 132 49 43 4 15 3 51 49 13 50 16 52 4 3
split_gain=0.625527 0.150065 0.0793706 0.0552381 0.0471815 0.0484784 0.0440303 0.0402669 0.0394144 0.0391038 0.0534992 0.0524082 0.0437606 0.0377052 0.0340894 0.0358412 0.0303663 0.0370402 0.0296114 0.0405782 0.0281018 0.0280828 0.066621 0.0350246 0.0252804 0.0237079 0.0302569 0.0358868 0.0229083 0.0363753
threshold=0.10337500000000001 -0.40967499999999996 0.31534000000000006 -0.076779999999999987 -0.049894999999999995 0.14753000000000002 0.10527500000000002 -0.0060199999999999993 0.062655000000000016 0.087020000000000014 1.0000000180025095e-35 -0.07384499999999998 -0.014944999999999998 0.048770000000000008 -0.076894999999999977 -0.036484999999999997 0.10240500000000001 0.13173000000000004 -0.51144999999999985 -0.55119499999999988 -0.089964999999999976 -0.11255999999999998 -0.054954999999999997 -0.0072499999999999986 -0.47860499999999995 0.12024000000000001 -0.42170999999999997 -0.057699999999999994 -0.082249999999999976 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 -3 9 8 -1 18 10 11 -6 -13 24 -12 25 17 -8 -5 -20 -7 22 -21 -24 -4 26 -16 -28 -23 -30
right_child=1 2 13 6 5 20 16 -9 -10 -11 14 12 -14 -15 15 -17 -18 -19 19 21 -22 28 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0077179861923631953 0.0081219865057360514 0.0083946610512211917 0.0011835643630051479 0.0044783719711833534 0.0088649927704994164 0.0028350403870802459 0.0071901585317737911 0.0035479487593922964 0.010005319267852097 0.0016747025556396692 0.00021500685882832238 0.006228505999165317 0.0013408526706580933 0.00359527203365681 0.0049239082477288325 0.0079213966858451782 0.0030636329899805235 0.0029115723080890762 0.012184924641180607 0.00099375308025628317 -0.0016278191841030049 0.008497059462864864 0.0036837948579341176 0.0084288793038909456 -0.0030819050249798847 0.0069631853140890605 0.003575868257903494 -0.00022602432590146135 0.0077610784614334143 0.0050381390131352581
leaf_weight=39 87 25 33 27 49 43 252 57 82 50 24 62 26 34 80 23 23 22 21 20 21 429 20 70 24 21 80 36 1290 51
leaf_count=39 87 25 33 27 49 43 252 57 82 50 24 62 26 34 80 23 23 22 21 20 21 429 20 70 24 21 80 36 1290 51
internal_value=0 0.00422856 0.00369175 0.00759237 0.00415215 0.00394621 0.00769017 0.00524203 0.0078581 0.00431169 0.0046405 0.0062439 0.00478443 0.000959683 0.00380843 0.00416777 0.00655366 0.00684662 0.00776678 0.00781348 0.00137066 0.00776465 0.0062143 0.00737442 -0.000612423 0.00376992 0.00342778 0.00239597 0.007861 0.00765752
internal_weight=0 718 631 2403 540 515 2307 96 2010 451 401 137 88 91 264 240 297 274 1928 1901 64 1880 110 90 57 217 196 116 1770 1341
internal_count=3121 718 631 2403 540 515 2307 96 2010 451 401 137 88 91 264 240 297 274 1928 1901 64 1880 110 90 57 217 196 116 1770 1341
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=31
num_cat=0
split_feature=1 52 1 457 2 0 9 2 43 11 48 1 44 39 49 49 1429 1429 160 51 49 15 151 50 12 0 3 133 42 12
split_gain=0.507064 0.137391 0.0678587 0.0577489 0.0538511 0.0467635 0.0339008 0.0324013 0.031609 0.0261792 0.0288559 0.0247639 0.0305018 0.0247344 0.0237105 0.0270469 0.0371465 0.0337449 0.0374599 0.0515932 0.029155 0.0280157 0.0394803 0.0302134 0.0261186 0.0232081 0.0369008 0.0229078 0.0222135 0.0221847
threshold=0.10124500000000002 -0.40967499999999996 0.12337000000000002 0.079590000000000008 0.10252500000000002 0.22582000000000002 -1.0000000180025095e-35 0.091265000000000013 -0.078139999999999973 0.077415000000000012 0.10168500000000001 0.15799000000000005 0.094585000000000016 -0.04725999999999999 0.11902500000000002 0.085970000000000005 0.083985000000000018 0.083985000000000018 -0.074254999999999988 -0.089864999999999987 0.094245000000000009 -0.015744999999999999 -0.085134999999999975 0.11863000000000001 0.09320500000000001 -0.072269999999999987 0.11658 0.086910000000000015 0.090545000000000014 0.098810000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 28 3 4 6 7 -3 14 -6 10 13 12 -4 -9 15 17 20 21 19 -19 -17 24 27 -24 -1 26 -10 -23 -2 -8
right_child=1 2 11 -5 8 -7 29 9 25 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0066525783966473731 0.0081531614121885445 0.0030760514746921569 0.00227035736457333 0.0017789632843280409 0.0015622277501970531 0.0020531754521653056 0.0082592143200930553 0.0031466199317947033 0.0075938671698123671 0.0088319422011928893 0.0041810326670395732 4.9951172238865565e-06 0.0063500225485768171 0.006552773124630748 0.0040647899809603894 0.0089977073719146091 0.01179141056989985 -0.00024063528648444584 0.0079864097613608475 0.0059355561629146044 0.0058332442034346368 0.0081506637767666864 0.0074364872205201901 0.0035065200366079814 0.0032096588576678189 0.0023080258374273614 0.0035465994030237195 0.01282152912269036 0.0046741497605883829 0.0053984295298426374
leaf_weight=269 78 26 219 76 50 20 66 22 41 42 61 43 20 689 24 74 28 21 32 38 48 21 894 20 24 34 50 21 24 46
leaf_count=269 78 26 219 76 50 20 66 22 41 42 61 43 20 689 24 74 28 21 32 38 48 21 894 20 24 34 50 21 24 46
internal_value=0 0.00391517 0.00339538 0.00425161 0.004852 0.00686801 0.00632908 0.00690937 0.00368722 0.00640058 0.0062683 0.00221427 0.00261175 0.00644738 0.00718292 0.00723315 0.00850657 0.0070906 0.00523146 0.00373725 0.00775267 0.00722605 0.00748825 0.00735049 0.00637056 0.00453721 0.00537009 0.0104861 0.00733457 0.00708425
internal_weight=0 773 671 389 313 2348 138 2328 175 814 772 282 239 711 1514 1490 150 1340 91 59 122 1249 956 914 293 125 91 42 102 112
internal_count=3121 773 671 389 313 2348 138 2328 175 814 772 282 239 711 1514 1490 150 1340 91 59 122 1249 956 914 293 125 91 42 102 112
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 4 4 0 2 12 11 4 0 3 14 47 16 1 2 4 2 14 3 157 4 124 2 15
split_gain=10.607 1.27598 1.1851 1.04389 0.68237 0.514566 0.387991 0.329776 0.30376 0.262141 0.226565 0.193392 0.185975 0.173499 0.135903 0.132155 0.126775 0.126649 0.145722 0.124173 0.118534 0.158054 0.11576 0.10235 0.0901217 0.090087 0.0862505 0.078061 0.0758851 0.0731861
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13082500000000002 0.042705000000000007 -0.16363499999999997 0.40124500000000002 -0.079119999999999982 0.11389000000000002 0.13597000000000004 1.0000000180025095e-35 0.27834500000000006 -0.14001499999999997 -0.14186499999999996 0.062655000000000016 0.077555000000000013 -0.013024999999999998 0.10089500000000001 0.15361500000000003 0.27834500000000006 0.14122000000000004 -0.41076499999999994 -0.11171999999999999 -0.077809999999999976 -0.036839999999999991 -0.072314999999999977 0.094215000000000007 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 20 9 -6 26 12 16 15 -4 14 -8 29 17 18 28 27 21 -3 23 -2 -17 -20 -5 -9 -1 -11
right_child=1 5 6 8 7 -7 13 19 -10 11 -12 -13 -14 -15 -16 24 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00044916697369690525 0.0004288410215206395 0.00032802152682279633 0.00064749555192898927 0.00066402300407050871 0.00061002245607593255 0.00041160975466306751 0.00072582090017842308 0.00037844781065221372 0.00036072861745624856 0.00064894252660407557 0.00039445170317153959 0.00043090977553838215 0.00075369257962874651 0.00038520853329940334 0.0005569687775739871 0.00049580666722563683 0.00074441485279596643 0.0007018375248753671 0.00051255438487235905 0.00033796771656133175 0.00010035017888447798 0.00016379459240638158 0.00018179389673705194 0.00030415849426512824 0.00060502506469230493 0.00066177134371660901 0.00054114147405080098 0.00050802360283648204 0.00057213353342702744 0.00078208820962187965
leaf_weight=43 30 29 1180 32 31 39 20 33 32 65 22 24 67 21 219 31 22 31 21 85 70 101 25 162 461 60 70 39 35 21
leaf_count=43 30 29 1180 32 31 39 20 33 32 65 22 24 67 21 219 31 22 31 21 85 70 101 25 162 461 60 70 39 35 21
internal_value=0 0.000316083 0.000608028 0.000391327 0.000513176 0.000205578 0.000627007 0.000425211 0.000527403 0.00063698 0.00058385 0.000603378 0.000653201 0.000556084 0.000571099 0.000610539 0.000603504 0.000587188 0.000564835 0.000388719 0.000165402 0.00020043 0.000307298 0.00032364 0.000598143 0.000623085 0.000579693 0.000448635 0.000504344 0.000681455
internal_weight=0 590 2531 351 422 239 2109 188 134 1849 234 602 1247 260 239 578 212 190 159 157 200 130 217 192 492 81 102 72 78 86
internal_count=3121 590 2531 351 422 239 2109 188 134 1849 234 602 1247 260 239 578 212 190 159 157 200 130 217 192 492 81 102 72 78 86
is_linear=0
shrinkage=0.00196078


Tree=8295
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 47 4 1 14 150 2 1 2 34 1 12 16 4 4 12 4 15 157 2 16 15 2 133 50 1
split_gain=10.942 1.43852 1.16019 0.803055 0.769226 0.387927 0.30976 0.277597 0.269424 0.252329 0.252554 0.218053 0.217403 0.216153 0.176263 0.188895 0.166793 0.16613 0.13757 0.113944 0.185256 0.0999749 0.0973772 0.0905328 0.0889102 0.087172 0.084746 0.192856 0.0842583 0.0814534
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.085055000000000006 0.12958500000000003 0.40124500000000002 0.09253500000000002 0.076175000000000007 1.0000000180025095e-35 0.13501500000000002 0.099660000000000012 0.14285500000000004 -1.0000000180025095e-35 0.089770000000000016 0.087005000000000013 -0.040964999999999994 0.27834500000000006 -0.49405499999999997 0.09141500000000001 -0.51843499999999987 -0.41942499999999994 -0.066144999999999995 0.088930000000000023 0.19444000000000003 -0.43375999999999998 0.10803500000000001 0.085635000000000003 0.10877000000000002 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 26 12 -6 -4 14 10 18 -11 13 -3 19 -16 -7 -15 -5 20 -1 -14 -21 28 -24 -19 27 -2 -22 -23
right_child=1 5 7 9 6 16 -8 -9 -10 11 -12 -13 21 17 15 -17 -18 25 -20 22 23 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091751743208905677 0.00062886576003888073 0.00020187442003260315 0.00064519635243760255 0.00074534891433327669 0.00066997397789742453 0.00034201090682205843 0.00043726468344166766 0.00043247348745383164 0.00083741993679372359 0.00064998731300161745 0.00051160018483521069 0.00037766171358634616 0.00027496802823437415 0.00047207322501230473 0.00058213867138090655 0.00069915758585185352 0.00057567807851858382 0.00039028651368470837 0.00064809198460241203 0.00056101367754094736 0.00074551976945259662 0.00020643239909996924 0.00071299541762629684 0.00069870315550589089 0.00059890390863041366 0.00024375686268821267 0.00038616215951363522 0.00037482799498868877 0.00066105094768739996 5.9892496550638303e-05
leaf_weight=21 20 45 34 66 91 23 29 77 74 20 47 26 37 36 66 270 24 27 366 20 839 35 278 250 29 37 134 27 48 25
leaf_count=21 20 45 34 66 91 23 29 77 74 20 47 26 37 36 66 270 24 27 366 20 839 35 278 250 29 37 134 27 48 25
internal_value=0 0.000397129 0.000693649 0.00070264 0.000491999 0.00029832 0.000613736 0.000497632 0.00072144 0.000634779 0.0006481 0.000496064 0.000266661 0.000314729 0.000716727 0.000676172 0.00046133 0.000365514 0.000662951 0.000725903 0.00073503 0.000194807 0.000693582 0.00073166 0.000702218 0.000305574 0.00041129 0.000482929 0.000740949 0.000145374
internal_weight=0 590 2531 2420 301 289 120 111 1895 525 479 46 242 145 1821 336 47 100 432 1485 1158 97 327 1137 307 64 181 47 887 60
internal_count=3121 590 2531 2420 301 289 120 111 1895 525 479 46 242 145 1821 336 47 100 432 1485 1158 97 327 1137 307 64 181 47 887 60
is_linear=0
shrinkage=0.00196078


Tree=8296
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 39 50 12 48 15 14 15 15 2 14 0 51 4 49 151 124 12 42 0 0 0 16 124 12 4
split_gain=0.532362 0.12507 0.0695331 0.0512365 0.0477066 0.041134 0.0458575 0.0367346 0.0363113 0.0422209 0.0350856 0.0332278 0.0321065 0.0264236 0.0254694 0.0330198 0.0475431 0.04544 0.0254871 0.0252827 0.0243442 0.0254538 0.0345806 0.030693 0.0791959 0.023401 0.0610804 0.0270527 0.0256311 0.0215045
threshold=0.10337500000000001 -0.40967499999999996 0.31534000000000006 0.40124500000000002 0.10005000000000001 0.087735000000000021 0.10616500000000001 -0.42850999999999995 -0.081134999999999999 -0.026084999999999994 0.062655000000000016 -0.076244999999999993 -0.46471999999999997 0.10882500000000002 -1.0000000180025095e-35 -0.11173999999999999 -0.031924999999999995 0.0049200000000000008 -0.007794999999999999 -0.030624999999999996 -0.083859999999999976 0.087695000000000009 0.092620000000000022 -0.064339999999999994 0.11070500000000001 -0.026509999999999995 0.15273500000000004 -1.0000000180025095e-35 0.11734000000000001 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 10 6 8 -4 -3 11 14 12 -10 -11 -1 16 -16 -18 -19 -13 -17 22 -22 29 -25 27 -27 -6 -29 -23
right_child=1 2 7 -5 25 -7 -8 -9 9 13 -12 19 -14 -15 15 20 17 18 -20 -21 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.010803377577103675 0.0075352759906037285 0.0081682693178299817 0.0034750516276939643 0.0022803087397319775 0.0039321602827736305 0.0026505166182908195 0.0071552019424936074 -0.00065475946414933007 0.0063580316569035247 0.0037170268344477969 0.0093802919300893951 0.0037442793980950401 0.0030120591934380647 -0.00057485828874632723 0.0011575093376450241 0.0044543722744806316 0.0039548193592941613 0.0055217201777157335 0.0098835009615868344 0.008133241586121066 0.007680181292770461 0.0074495639506448434 0.011701586105945436 0.00085861169410726213 0.009228673870675266 0.0012453242067749671 0.0066248495244391028 0.0072292500491919019 0.0046521213883534071 0.0063125207501492434
leaf_weight=20 87 20 35 22 35 173 56 56 36 26 81 21 141 32 20 29 41 21 37 35 763 630 22 26 20 32 62 271 45 226
leaf_count=20 87 20 35 22 35 173 56 56 36 26 81 21 141 32 20 29 41 21 37 35 763 630 22 26 20 32 62 271 45 226
internal_value=0 0.00398086 0.00349079 0.00708407 0.00712845 0.00392172 0.00452094 0.000933629 0.00404661 0.00376333 0.00734306 0.0043643 0.0036926 0.00134909 0.0072541 0.00721541 0.00560457 0.00650296 0.00830424 0.00648738 0.00732712 0.00737651 0.00779288 0.00701414 0.00449777 0.00619481 0.00479352 0.00657008 0.00686225 0.00714936
internal_weight=0 718 631 2403 2381 540 367 91 311 291 1936 233 177 58 1855 1835 119 99 58 56 1716 1687 785 902 46 445 94 351 316 856
internal_count=3121 718 631 2403 2381 540 367 91 311 291 1936 233 177 58 1855 1835 119 99 58 56 1716 1687 785 902 46 445 94 351 316 856
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 4 1 1 0 14 49 50 52 124 49 1 1 0 11 3 1 11 2 16 1 133
split_gain=10.7759 1.69468 0.862828 0.852646 0.555578 0.54608 0.354564 0.312536 0.292346 0.287378 0.257511 0.198633 0.193111 0.161095 0.144986 0.118429 0.116875 0.101935 0.100473 0.0996467 0.0955476 0.0871681 0.10202 0.111787 0.0945119 0.0864105 0.085002 0.0818009 0.0639897 0.0624412
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.14122000000000004 -0.062539999999999984 0.09253500000000002 0.091195000000000012 -0.22491999999999998 0.062655000000000016 -0.054984999999999992 0.041865000000000006 -0.56176499999999996 -0.081214999999999982 -0.009244999999999998 0.13075500000000004 0.13436000000000001 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.090840000000000018 0.084680000000000019 -0.0091949999999999983 0.19444000000000003 0.15964000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 11 17 -8 12 -9 -4 13 18 -1 -2 28 -14 -3 -7 29 -11 22 23 -18 -24 -16 -13 -25 -6 -5
right_child=1 4 10 19 15 8 7 9 -10 20 -12 26 16 -15 25 -17 21 -19 -20 -21 -22 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00062189036866526243 0.00039110698793575686 0.00023758427066472815 0.00054121351776152606 0.00024481540124152856 0.00011150607146183706 0.00033238988926670714 0.00050195085651734287 0.00047266226345334068 0.00039406282535969274 0.00027598264382221269 0.000329473256203788 0.00045072077459894683 0.00066686532076667341 0.0007270144129678948 0.00052818161294163144 0.00022996376334587015 0.000461996468750556 0.00010979770810866053 0.00052657748609920394 0.00017845520045489584 0.00013805985718022586 0.00043637363495779971 0.00073818596335602747 0.00057915186490072588 0.00057231820232811427 0.00064475697775681813 0.00057649352588389196 0.0005296888335406208 -9.5912486787977538e-06 0.0003760771239628118
leaf_weight=1119 23 48 34 22 62 20 30 28 41 158 63 23 45 59 87 26 41 48 21 24 22 20 25 537 28 34 203 169 23 38
leaf_count=1119 23 48 34 22 62 20 30 28 41 158 63 23 45 59 87 26 41 48 21 24 22 20 25 537 28 34 203 169 23 38
internal_value=0 0.000304771 0.00058492 0.000442232 0.000234341 0.000592397 0.000274281 0.000314856 0.000556011 0.000287871 0.000403691 0.00061694 0.00056334 0.000627155 0.000533812 0.000114161 0.000569572 0.000173691 0.000431852 0.000285236 0.000259125 0.000564233 0.000567429 0.000561531 0.000650558 0.000560938 0.000563694 0.000567312 7.87386e-05 0.000327948
internal_weight=0 673 2448 228 445 2351 334 238 947 208 97 1404 906 1178 144 111 865 96 41 84 180 820 800 747 53 121 226 706 85 60
internal_count=3121 673 2448 228 445 2351 334 238 947 208 97 1404 906 1178 144 111 865 96 41 84 180 820 800 747 53 121 226 706 85 60
is_linear=0
shrinkage=0.00196078


Tree=8298
num_leaves=31
num_cat=0
split_feature=1 4 123 2 155 157 2 13 376 149 457 147 1 42 43 3 13 52 0 159 42 160 4 3 133 15 11 12 16 447
split_gain=0.49437 0.0795146 0.0621186 0.0479859 0.0469976 0.0421075 0.0413958 0.0386471 0.0375762 0.0309558 0.0304899 0.0274056 0.0267227 0.0238564 0.0261005 0.0235552 0.0268395 0.0263619 0.0410937 0.0229397 0.0228731 0.0328656 0.0255724 0.0265104 0.0285322 0.0236936 0.0215911 0.0378263 0.0281093 0.0214312
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.25063000000000007 0.10158500000000002 -0.081749999999999975 0.098630000000000009 -0.28558999999999996 0.083785000000000012 0.07770500000000001 0.080930000000000016 0.089365000000000014 0.11910500000000002 -0.0060199999999999993 -0.080324999999999994 -0.24190499999999995 0.0076650000000000008 -0.51296999999999993 -0.047369999999999995 0.09320500000000001 0.11688500000000002 -0.22361499999999998 0.060330000000000002 -0.079594999999999985 0.089405000000000012 0.024640000000000006 0.075910000000000019 0.09320500000000001 -0.016164999999999995 0.087750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 9 5 -2 11 19 -9 12 15 26 -3 -4 -15 -8 20 -18 -19 -7 21 -17 23 24 -23 -25 -1 28 -28 -12
right_child=1 3 13 -5 -6 7 10 8 -10 -11 29 -13 -14 14 -16 16 17 18 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00698119935225993 -9.77230130783504e-05 0.0039387859434183081 0.0074319552206857644 -0.0020950072212144732 0.0090090182101862006 0.004049466340117814 0.0083664212653294517 0.0059185413189620922 0.0018026136184254521 0.0061683170328086078 0.0011713960662572867 0.0042739778029499574 0.0015537667424600869 0.0048201801102342352 0.0012076659461724506 0.0096217678698141962 0.0068272727367002517 0.0050352696731876014 -0.00011579704781373342 5.9119194280356174e-05 0.0043467741888228127 0.010440028123067399 0.0049252072196844738 0.0052678822813748685 0.0059775448819298464 0.0084411026980502138 0.0076830131559152944 0.0052923145668151289 0.011751080307045154 0.0056892116066245809
leaf_weight=1771 21 66 22 24 22 34 47 151 26 22 21 36 163 70 28 36 40 59 21 25 44 38 81 82 23 33 33 26 35 21
leaf_count=1771 21 66 22 24 22 34 47 151 26 22 21 36 163 70 28 36 40 59 21 25 44 38 81 82 23 33 33 26 35 21
internal_value=0 0.00338361 0.00667747 0.0021769 0.00457302 0.00419329 0.00678641 0.00457512 0.00531394 0.00258537 0.00601895 0.00700684 0.00224115 0.00445609 0.00378803 0.00623467 0.00601543 0.00473117 0.00368311 0.00235864 0.00647273 0.00679199 0.0063956 0.00707231 0.00875745 0.00617846 0.00705959 0.00853646 0.00977687 0.0034303
internal_weight=0 554 2567 275 279 257 2447 236 177 251 546 1901 229 120 98 504 457 120 80 59 337 293 257 176 61 115 1865 94 68 42
internal_count=3121 554 2567 275 279 257 2447 236 177 251 546 1901 229 120 98 504 457 120 80 59 337 293 257 176 61 115 1865 94 68 42
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=31
num_cat=0
split_feature=1 52 3 4 0 3 394 148 123 43 51 149 10 13 11 40 2 1 48 1447 132 3 147 42 150 43 474 160 160 160
split_gain=0.40583 0.100066 0.0542107 0.0397872 0.0386869 0.0388029 0.0382208 0.0369746 0.0414056 0.0410243 0.0474995 0.0472896 0.0386681 0.0327197 0.0282736 0.0282251 0.0280844 0.0357148 0.0261119 0.0468864 0.0258802 0.0289813 0.0238977 0.0252263 0.0295496 0.0235049 0.0232809 0.0225051 0.0430219 0.041616
threshold=0.10293500000000001 -0.42635499999999998 0.31370500000000007 0.40124500000000002 -0.075934999999999989 0.092670000000000016 -0.069949999999999984 -0.095079999999999984 0.085290000000000019 -0.24021999999999996 0.11144500000000002 0.077335000000000015 -1.0000000180025095e-35 0.10820000000000002 1.0000000180025095e-35 -0.063404999999999989 0.087625000000000022 0.086920000000000011 0.091150000000000023 -0.081699999999999981 0.10613500000000002 0.42240500000000009 0.097985000000000017 -0.081159999999999996 1.0000000180025095e-35 -0.072864999999999985 0.089435000000000014 0.030480000000000004 0.10455000000000002 0.14906500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 5 14 -6 -3 9 -9 11 12 -11 22 16 25 26 27 19 -8 21 -4 23 -14 -25 -10 -1 -18 -29 -30
right_child=1 2 20 -5 6 -7 18 8 15 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0068447258461107044 0.0065948794296921479 -0.00071570970051522767 0.0011640824945581179 0.0018839730103288523 0.0011627674446208402 0.0037267568364150756 0.010593535349107697 0.0082701899068938056 0.001913480552122399 0.00022456497231143572 0.0066936509635997943 0.0076510843719006516 0.00094641675082543356 -0.00018879740012132311 0.0082976877384669627 -0.0014395582303404809 0.0057486210136486332 0.0028788688351916204 0.0037048448893983732 0.005654482436534037 0.0036250199142019626 -0.0031920479812903241 0.00053922749357298021 0.0051577855291773302 0.0021030448467354293 0.0055679391163390721 0.0043489848120281333 0.0084835427845778161 0.0015884702459020032 0.0070278735449298829
leaf_weight=898 88 21 56 22 20 53 20 22 88 42 50 24 22 22 81 20 504 37 64 493 26 21 20 152 40 22 39 93 22 39
leaf_count=898 88 21 56 22 20 53 20 22 88 42 50 24 22 22 81 20 504 37 64 493 26 21 20 152 40 22 39 93 22 39
internal_value=0 0.00343078 0.00300109 0.00611697 0.00615638 0.00639164 0.00546046 0.00339872 0.00356361 0.00407422 0.00382607 0.00338079 0.00303688 0.00349827 0.00647409 0.00201608 0.00638358 0.00590191 0.00560943 0.00584704 0.000897147 -2.39531e-05 0.00384492 0.00415386 0.00452138 0.00264437 0.00674085 0.0060719 0.00712989 0.00506612
internal_weight=0 736 648 2385 2363 1766 597 545 524 394 372 322 298 256 1713 130 1632 695 577 513 103 77 234 214 192 110 937 658 154 61
internal_count=3121 736 648 2385 2363 1766 597 545 524 394 372 322 298 256 1713 130 1632 695 577 513 103 77 234 214 192 110 937 658 154 61
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=31
num_cat=0
split_feature=1 1 15 457 51 1 0 43 2 4 12 49 132 14 2 4 16 4 4 13 0 42 156 448 483 475 4 2 4 34
split_gain=0.331526 0.0732613 0.0542041 0.0403916 0.0391488 0.0385841 0.0368802 0.0417063 0.0979126 0.0421477 0.0322847 0.0390398 0.0318592 0.030433 0.0290736 0.0267349 0.0362763 0.0309591 0.0257403 0.0249543 0.0237168 0.0407668 0.023419 0.0241275 0.0233872 0.0224819 0.0221576 0.0331515 0.024883 0.0216188
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 0.094310000000000019 -0.40274499999999996 0.16773500000000005 -0.074479999999999977 -0.083684999999999996 0.087245000000000003 -0.46376499999999993 -1.0000000180025095e-35 -0.080604999999999982 0.08518000000000002 -1.0000000180025095e-35 0.10803500000000001 0.27287000000000006 -0.090344999999999995 -0.0086549999999999978 -0.085594999999999991 0.054800000000000008 -0.086284999999999987 -0.0093649999999999983 0.10339000000000002 -1.0000000180025095e-35 -0.059844999999999995 -0.082449999999999982 -0.08713499999999999 0.084415000000000004 -0.090289999999999981 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 13 10 -2 22 14 8 -8 -9 -4 -12 -10 -3 18 16 -15 -18 20 24 -1 26 23 -6 -11 -13 27 -22 -29 -25
right_child=4 2 3 -5 5 -7 7 9 12 19 11 25 -14 15 -16 -17 17 -19 -20 -21 21 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.0079606426646932956 0.0058771088443420553 0.0054448556407199556 0.0028745864489592796 0.0011839424686816832 -0.0013813882966392807 -0.002230402602193256 -0.0031760941282846034 0.0077032359900869561 0.0053745828085040382 0.0021777221874799582 0.0098289020015331716 0.0074989332796328457 0.0012377847262541764 0.005383308268489039 0.0031901758089328985 0.0003158634507351301 0.0034302874910645191 -0.00059198031329639987 0.0056891767569866641 0.0020693713441844387 0.0081361204526047004 0.0022076665908874324 0.0044921342436468996 1.0421826708607557e-05 0.0054486954985875453 0.0049565221851688799 0.0083435253652278333 0.0064159822798418725 0.0018047284390777349 0.002495107764649826
leaf_weight=102 27 42 41 24 21 21 20 63 83 24 23 44 24 47 42 44 50 31 1435 29 32 24 39 41 245 166 50 22 25 240
leaf_count=102 27 42 41 24 21 21 20 63 83 24 23 44 24 47 42 44 50 31 1435 29 32 24 39 41 245 166 50 22 25 240
internal_value=0 0.00532407 0.00424577 0.0051177 0.00220381 0.00192983 0.00557275 0.00480489 0.00324626 0.00535322 0.00546226 0.0059176 0.0044467 0.00303159 0.0057891 0.00244231 0.00317327 0.0018909 0.00585369 0.0048564 0.0067795 0.00599206 0.00218603 0.00188823 0.00515686 0.00548922 0.00669614 0.00565349 0.00396319 0.00213257
internal_weight=0 2732 512 298 389 362 2220 488 127 361 274 233 107 214 1732 172 128 81 1690 298 255 153 341 302 269 210 129 79 47 281
internal_count=3121 2732 512 298 389 362 2220 488 127 361 274 233 107 214 1732 172 128 81 1690 298 255 153 341 302 269 210 129 79 47 281
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 4 2 2 1 14 4 50 1 1 47 4 1 150 13 0 49 43 2 47 15 16 52 2 12 14
split_gain=10.261 1.18081 1.1664 0.958 0.650219 0.460518 0.451228 0.324439 0.313545 0.217307 0.214482 0.181635 0.168537 0.167476 0.162519 0.161487 0.285233 0.267768 0.144278 0.129467 0.120759 0.107416 0.106358 0.0895644 0.0867141 0.0879833 0.0865943 0.0753351 0.0696132 0.0617271
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.40124500000000002 0.14122000000000004 0.089885000000000007 0.09253500000000002 0.076175000000000007 0.41555500000000006 0.041865000000000006 0.12958500000000003 0.091195000000000012 0.090100000000000013 -0.013514999999999998 0.086920000000000011 0.081835000000000019 -0.16152999999999998 -0.062294999999999996 -0.012034999999999999 0.064745000000000011 -1.0000000180025095e-35 0.090280000000000013 0.013270000000000002 -0.008904999999999998 0.40674500000000008 0.31765000000000004 0.092550000000000007 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 20 7 9 -4 13 14 27 29 26 24 18 28 -18 -9 -16 -5 -20 -15 -22 25 -2 -1 -3 -17 -12
right_child=1 11 8 5 -6 -7 -8 15 -10 -11 12 -13 -14 22 19 16 17 -19 21 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064885394228530926 0.00031816033783423547 0.00014163443129561193 0.00056563431486775272 0.00041479675610568006 0.00038086685577249214 0.00031542959434056308 0.00041486838104720891 0.00045783985632251732 0.00033955731440306103 0.00075856263222244633 0.00039391971470348266 0.00028700874503580182 0.00017362423434492624 0.00046195309047046524 0.00053792094044825605 0.00060875159793271575 0.00057586397085448396 0.00026238581054443877 0.0006351647271571687 0.00033092525631452828 0.0006669063522827391 0.00054957712083200877 0.00060227279883613293 0.00053952257330084448 0.00039783422643722874 0.00018160238793206882 0.0005402907708998545 1.1716270528786854e-05 0.00055480806285931297 0.00026995333356096636
leaf_weight=1089 60 78 34 20 45 43 41 21 77 58 23 30 68 23 26 187 20 22 425 21 32 65 214 63 31 26 29 22 181 47
leaf_count=1089 60 78 34 20 45 43 41 21 77 58 23 30 68 23 26 187 20 22 425 21 32 65 214 63 31 26 29 22 181 47
internal_value=0 0.000318203 0.000605347 0.000364835 0.000614362 0.000488546 0.000618786 0.000622368 0.000408806 0.000641032 0.000300112 0.000153196 0.000243148 0.000636001 0.000348046 0.000593734 0.000564748 0.000411661 0.000616991 0.000445434 0.000553277 0.000623811 0.000588655 0.000582431 0.000308924 0.000276875 0.000646038 0.000113052 0.00058222 0.000310685
internal_weight=0 590 2531 460 2420 158 2375 2334 111 1413 302 130 138 1355 164 921 410 42 511 47 115 490 237 95 117 86 1118 100 368 70
internal_count=3121 590 2531 460 2420 158 2375 2334 111 1413 302 130 138 1355 164 921 410 42 511 47 115 490 237 95 117 86 1118 100 368 70
is_linear=0
shrinkage=0.00196078


Tree=8302
num_leaves=31
num_cat=0
split_feature=1 12 483 44 1 10 10 2 9 13 1375 4 3 4 2 4 2 130 133 13 39 43 42 0 51 52 47 133 39 3
split_gain=0.315934 0.0770974 0.0572134 0.0452257 0.0482839 0.0340953 0.03359 0.0389485 0.039053 0.0334205 0.029347 0.0282845 0.0288205 0.0377431 0.0354191 0.0352267 0.026968 0.0269567 0.0314559 0.0261004 0.0251139 0.0274861 0.0246608 0.0271391 0.0242666 0.023788 0.0224171 0.0219004 0.0260539 0.026066
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 1.0000000180025095e-35 0.08864000000000001 -0.079859999999999987 1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 -0.15714499999999998 -0.096099999999999977 0.053180000000000012 -0.13309499999999996 -0.14098499999999997 0.081685000000000021 -0.46376499999999993 0.081685000000000021 -0.076894999999999977 0.087035000000000015 -0.0093149999999999986 0.10076500000000001 0.016310000000000002 0.09112000000000002 -0.23194499999999998 0.091630000000000003 0.048770000000000008 0.11043500000000002 -1.0000000180025095e-35 0.10484500000000001 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 16 9 7 8 -7 -2 -6 12 14 15 -3 -14 -4 -12 22 -20 21 25 23 -19 -25 -18 -10 -9 29 -29
right_child=5 11 3 -5 10 6 -8 27 26 -11 17 -13 13 -15 -16 -17 20 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0089581641679008801 0.0025477945096402739 0.010241846858452147 0.0016116161085665227 0.0081238748207688345 -0.00047162817156111653 0.0014161664800701182 5.5900386723806153e-05 -0.00068882882874459037 0.0077091609805767583 -0.0024587372193733852 -0.00024672689381986861 0.0045440504193151451 0.0051637099911973705 0.0055764097230530316 0.006251524855887711 -0.00034295096660831147 0.0058773734926944599 0.0019972480600699782 0.0031019326593891227 -0.0013819680105717411 0.0029410820458114391 0.0029625967225950702 0.0013070336977573883 0.0055343744124322731 0.0025539297309211074 0.0092204654621409962 0.0039587439845005677 0.0046138183743272337 3.8312147653689895e-05 0.0015778860031367423
leaf_weight=24 24 26 20 25 22 27 48 25 34 30 20 278 26 1682 154 21 80 38 34 21 31 23 29 139 34 29 30 62 33 52
leaf_count=24 24 26 20 25 22 27 48 25 34 30 20 278 26 1682 154 21 80 38 34 21 31 23 29 139 34 29 30 62 33 52
internal_value=0 0.00521666 0.00417973 0.0039693 0.00376957 0.00208583 0.00248857 0.00293255 0.00460561 -0.000233612 0.00305948 0.00548644 0.00562368 0.00549831 0.0068279 0.00270329 0.00507721 0.0033061 0.00354697 0.0013899 0.00550243 0.00610396 0.0040413 0.0044171 0.00494862 0.00676682 0.00595115 0.00204739 0.00251273 0.00322901
internal_weight=0 2756 569 545 520 365 311 263 91 54 337 2187 1909 1729 180 47 183 315 295 55 163 132 240 211 173 109 64 172 147 114
internal_count=3121 2756 569 545 520 365 311 263 91 54 337 2187 1909 1729 180 47 183 315 295 55 163 132 240 211 173 109 64 172 147 114
is_linear=0
shrinkage=0.1


Tree=8303
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 1 2 4 2 14 1 457 12 52 2 50 1 475 1 13 0 1 1447 2 40 0 15 157
split_gain=14.5906 1.74847 1.48573 1.01165 0.835037 0.670328 0.509753 0.401656 0.383293 0.377088 0.37971 0.36263 0.213273 0.183964 0.174891 0.155454 0.143384 0.134172 0.126324 0.125858 0.116095 0.112435 0.0912284 0.0877539 0.0848719 0.0807147 0.0778813 0.0742615 0.0728279 0.0853409
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.098630000000000009 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.092845000000000025 0.10803500000000001 0.36766000000000004 0.14285500000000004 0.076175000000000007 0.089625000000000024 0.080930000000000016 0.085885000000000017 -0.52606999999999993 0.089885000000000007 0.041865000000000006 0.12000500000000001 -0.069854999999999987 0.13075500000000004 -1.0000000180025095e-35 -0.050684999999999994 0.12958500000000003 -0.082869999999999985 0.31358000000000003 -0.063404999999999989 -0.095504999999999993 0.050935000000000008 -0.41266499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 15 6 18 -4 23 10 13 12 16 19 -14 -2 -1 25 -3 -5 -6 26 -17 -8 -18 -7 -10 -16 29 -21
right_child=1 5 7 9 20 17 8 -9 21 -11 -12 -13 14 -15 27 22 24 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062888838199852773 0.00062878185606637254 0.00021387367277996602 0.00052554242492559161 0.00062968482404447603 0.00028764274073582073 3.6156221751838548e-05 0.00052161107699713822 0.0002753342399099732 0.00026253514706965945 0.00031486691406475766 0.00034276109934227743 0.00074638593705024547 0.00046982313731003906 0.00036056359083957827 0.0004815629463569791 0.00049738682660981765 0.0006851255083144427 0.00015921912053852799 4.7755898618367868e-05 0.00064261219108583323 0.00012173668635108209 0.0002871981825770029 0.00034815735078436763 0.00034215368056560261 0.00057859900207631574 -9.8072358991439432e-05 0.00014248594839950235 0.00059358506885497293 0.000587060628325489 0.00051253117286179876
leaf_weight=1051 28 24 37 69 50 61 22 74 31 34 39 74 64 20 25 63 31 26 66 21 24 67 21 20 397 24 63 253 89 253
leaf_count=1051 28 24 37 69 50 61 22 74 31 34 39 74 64 20 25 63 31 26 66 21 24 67 21 20 397 24 63 253 89 253
internal_value=0 0.00023815 0.000580556 0.000590731 0.000395464 0.000165724 0.000214883 0.000358737 0.00026934 0.000514564 0.000528393 0.000611832 0.000606364 0.00054441 0.000562236 0.000502255 0.000616568 3.59594e-05 9.2054e-05 0.000552921 0.000233835 0.000225823 0.000460079 0.000436155 0.000586315 -1.74361e-06 0.000182077 0.000583511 0.00053833 0.000522501
internal_weight=0 590 2531 2420 186 404 293 111 203 525 491 1895 1821 452 342 112 1479 111 90 432 74 161 84 42 428 85 94 278 363 274
internal_count=3121 590 2531 2420 186 404 293 111 203 525 491 1895 1821 452 342 112 1479 111 90 432 74 161 84 42 428 85 94 278 363 274
is_linear=0
shrinkage=0.00196078


Tree=8304
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 1 47 2 2 14 2 4 4 1 1 3 2 12 13 43 52 12 47 131 15 1 14 1 51
split_gain=13.5264 2.24299 1.34432 1.24486 0.756146 0.74658 0.425028 0.422118 0.360039 0.337204 0.260394 0.251629 0.235184 0.230097 0.236189 0.211519 0.312722 0.177899 0.158584 0.152518 0.138252 0.128284 0.121669 0.119355 0.0962547 0.0950795 0.102463 0.0895277 0.0838409 0.0837854
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.091265000000000013 0.093205000000000024 0.13082500000000002 0.11474000000000002 0.13501500000000002 0.062655000000000016 0.14285500000000004 0.27834500000000006 -0.013514999999999998 0.086920000000000011 0.080270000000000022 -0.12018999999999998 0.094835000000000017 0.090285000000000018 -0.16152999999999998 0.064745000000000011 0.31359500000000001 0.096475000000000019 0.090100000000000013 0.09055500000000001 -0.41942499999999994 0.14754500000000001 -0.23083499999999998 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 23 10 17 11 22 13 15 12 -4 19 18 21 -17 -5 -15 -7 -21 -1 -6 27 -2 -13 -27 -3 29 -29
right_child=1 2 7 6 8 9 -8 -9 -10 -11 -12 25 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.000772948149577634 0.00077129592801144619 0.00046572920623380939 0.00042108587044829197 0.00076680641795535249 0.00075789319993067189 0.00055395801277721625 0.00041431320986250365 0.00046337785146968605 0.0003799069590647431 0.00050423511776529059 0.00087862968965269185 0.00024126869940732483 0.00024206201793830584 0.00073535442696810846 0.00050001746867926842 0.00051750800734078008 0.00073058919643439004 0.0005622315880429139 0.00063866195886966011 0.00074484962005613882 0.00064562310569682251 0.00064463278751144073 0.00059810450622385365 0.00049968368290252295 0.00061743111480791089 0.00018340843869931183 2.1872047049051002e-05 0.00025674881048354448 0.00025812505032721418 0.00039399416195897243
leaf_weight=889 54 33 39 26 28 20 61 37 24 39 64 37 102 97 35 28 488 44 199 345 64 31 53 33 22 36 26 20 29 118
leaf_count=889 54 33 39 26 28 20 61 37 24 39 64 37 102 97 35 28 488 44 199 345 64 31 53 33 22 36 26 20 29 118
internal_value=0 0.00040897 0.000369699 0.000719874 0.000452689 0.000730468 0.000533956 0.000268433 0.000590841 0.000682054 0.000756256 0.000238379 0.000291579 0.000691179 0.000652338 0.000750802 0.000719027 0.000638217 0.000670348 0.000721147 0.000729323 0.000768624 0.00065334 0.000390431 0.000726756 0.000162609 0.000115667 0.000372405 0.000353964 0.000374104
internal_weight=0 691 615 2430 338 2299 131 277 105 799 1500 240 141 760 331 1436 516 70 296 429 409 920 81 233 76 99 62 200 167 138
internal_count=3121 691 615 2430 338 2299 131 277 105 799 1500 240 141 760 331 1436 516 70 296 429 409 920 81 233 76 99 62 200 167 138
is_linear=0
shrinkage=0.00196078


Tree=8305
num_leaves=31
num_cat=0
split_feature=1 52 3 0 51 52 157 43 43 2 12 2 13 39 2 51 1212 400 39 2 158 159 49 475 475 475 2 52 16 1444
split_gain=0.380682 0.0905633 0.0540489 0.0392963 0.0351309 0.0322954 0.0349391 0.0379002 0.0315524 0.0280354 0.0274528 0.0273738 0.027104 0.0251104 0.0246943 0.0229728 0.0225613 0.0256521 0.0280633 0.022272 0.0211456 0.0254006 0.0239546 0.0224465 0.0422024 0.0333503 0.0307904 0.0247015 0.0240126 0.0230298
threshold=0.10293500000000001 -0.52606999999999993 0.31370500000000007 0.22582000000000002 -0.42247999999999991 0.19022000000000003 -0.081749999999999975 -0.24021999999999996 -0.035139999999999991 0.091265000000000013 -0.42850999999999995 0.11389000000000002 -0.093219999999999983 0.10076500000000001 0.15950500000000004 0.123935 0.13592000000000001 -0.070649999999999991 -0.04725999999999999 -0.13033999999999998 0.085030000000000008 0.11109000000000001 0.11902500000000002 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.087545000000000026 -0.53299999999999992 0.22339500000000004 -0.066134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 -3 6 -6 -8 13 19 -4 12 -10 -9 -12 -7 17 -11 -19 -1 21 22 23 24 -21 26 -25 -27 29 -29
right_child=1 2 10 -5 5 15 7 8 11 16 14 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.0028286193520762025 0.0066704803512298641 0.0066042163843909908 0.0030587191974544635 0.0015438278909728287 -0.001182180884227689 0.0039043479271987009 0.0069450950300644926 0.0024771191926605436 0.0082002961973194049 0.0022497605066746475 0.00092974381784544048 0.0026648152856420981 0.0040326297693085711 -0.00018440213739975462 -0.0031437041399344293 0.0080221253703348355 0.0086599988070139213 0.0018353876136686831 0.0055405749288179144 0.0067222714165432592 0.0073271231569403614 0.0025271560798864816 0.0029179793488963144 0.0066994201425196872 0.00082198045142418291 0.0096381417103111738 0.011836716029793025 0.0095316655002534393 0.0033476337414955898 0.0061089000444460272
leaf_weight=20 70 30 35 21 21 42 23 167 20 26 46 124 71 45 22 20 21 21 769 27 147 20 23 28 22 20 20 20 31 1149
leaf_count=20 70 30 35 21 21 42 23 167 20 26 46 124 71 45 22 20 21 21 769 27 147 20 23 28 22 20 20 20 31 1149
internal_value=0 0.00324891 0.00288929 0.00585054 0.00327461 0.0030872 0.00280478 0.00299084 0.00277785 0.0058888 0.000783125 0.00363144 0.0049486 0.00191217 -0.000388136 0.00523266 0.00542365 0.00534037 0.00544208 0.00614376 0.00618775 0.0060646 0.0061174 0.00617327 0.00407316 0.00625443 0.00883996 0.0061527 0.00609461 0.00616746
internal_weight=0 736 666 2385 563 533 471 450 427 2364 103 215 91 212 68 62 837 816 790 1527 1507 1360 1340 1317 49 1268 48 1220 1200 1169
internal_count=3121 736 666 2385 563 533 471 450 427 2364 103 215 91 212 68 62 837 816 790 1527 1507 1360 1340 1317 49 1268 48 1220 1200 1169
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 4 1 14 16 2 14 0 4 1 0 15 394 156 48 15 4 16 16 0 39 1 4 49
split_gain=16.0332 2.36266 1.60042 1.27545 0.755514 0.682446 0.623485 0.572322 0.520807 0.419938 0.412553 0.322966 0.302119 0.448859 0.343329 0.287784 0.261953 0.221221 0.151674 0.129624 0.125385 0.124997 0.12449 0.121465 0.120223 0.116943 0.106408 0.104217 0.100186 0.0950216
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.085505000000000012 0.40473500000000007 0.09253500000000002 0.062655000000000016 -0.040964999999999994 0.14285500000000004 -1.0000000180025095e-35 -0.13455999999999999 0.0061450000000000003 0.085605000000000014 -0.079119999999999982 1.0000000180025095e-35 -0.079154999999999989 -0.0071349999999999998 0.093265000000000015 -0.41396999999999995 -0.49405499999999997 -0.052894999999999991 0.10246000000000001 -0.060129999999999996 0.092310000000000017 0.13146500000000003 -0.0070899999999999991 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 5 9 11 28 -5 12 -8 17 -1 15 16 -14 -15 27 -18 -20 22 -13 -21 -16 -2 -24 -23 -3 -4 -10
right_child=1 6 7 8 -6 -7 10 -9 29 -11 -12 21 13 14 23 -17 18 -19 19 20 -22 26 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086506789322234718 0.00029489570897343762 0.00027333399865264984 0.00067789874940835614 0.00062910449565436598 0.00041948882609931448 0.00033912161255584042 0.00020414086535598062 0.00033320448362478511 0.00039830963667632522 0.0008067260085118476 0.00049560510210883244 0.0001132146766233792 0.00065064843561427261 0.00069692841366541017 0.00063761707192595027 0.00042650272287860684 0.00047921972604943256 0.00035332251033362219 0.00075785966744832517 0.00071981423028118902 0.0005312872918046156 -0.00011223210455557587 0.00065593990134916568 0.00055402283650113479 0.00045402623092134791 0.00057890380943378158 7.5027229647864322e-05 0.00011488563201562519 0.00056534771453888011 0.0002455273920202916
leaf_weight=29 209 20 68 34 48 24 43 32 34 85 33 41 40 1163 178 49 20 25 42 88 35 28 346 107 20 97 20 79 55 29
leaf_count=29 209 20 68 34 48 24 43 32 34 85 33 41 40 1163 178 49 20 25 42 88 35 28 346 107 20 97 20 79 55 29
internal_value=0 0.000312149 0.000412936 0.000653871 0.000662962 0.000668037 0.00017823 0.000566799 0.00043353 0.0006715 0.000330698 0.000123829 0.000666261 0.000663598 0.000669444 0.000527242 0.000679503 0.000188514 0.000647233 0.000652759 0.00064496 3.37062e-05 0.000652453 0.000606233 0.000308794 0.000639072 -3.42074e-05 0.000146895 0.000627571 0.000327981
internal_weight=0 673 384 2448 2351 2303 289 155 97 2279 76 213 2194 2165 2076 89 1791 124 628 608 566 89 531 285 229 443 48 99 123 63
internal_count=3121 673 384 2448 2351 2303 289 155 97 2279 76 213 2194 2165 2076 89 1791 124 628 608 566 89 531 285 229 443 48 99 123 63
is_linear=0
shrinkage=0.00196078


Tree=8307
num_leaves=31
num_cat=0
split_feature=1 155 1 4 43 1348 2 2 133 52 4 14 0 1 2 3 484 51 16 123 12 484 157 52 13 15 16 133 12 0
split_gain=0.378049 0.0820516 0.0533415 0.0396749 0.0395117 0.0342888 0.0342559 0.0315965 0.04698 0.0319653 0.0275451 0.0256438 0.0249224 0.0247162 0.050229 0.0395985 0.0242737 0.0235352 0.0232364 0.0266597 0.0234387 0.0217952 0.0257834 0.0290315 0.0230327 0.0233439 0.0262794 0.0245954 0.0262007 0.0292482
threshold=0.10337500000000001 0.084785000000000013 0.13075500000000004 0.40124500000000002 0.084740000000000024 1.0000000180025095e-35 0.094835000000000017 0.11682500000000001 0.088525000000000006 0.13796000000000003 0.27287000000000006 0.062655000000000016 0.024095000000000002 0.077565000000000009 0.089885000000000007 -0.12711499999999995 0.12418000000000001 0.11984500000000002 -0.12029499999999999 0.084180000000000019 0.095780000000000018 -0.093244999999999981 0.00087500000000000013 -0.24456499999999998 0.054800000000000008 0.040760000000000005 0.40020000000000006 0.093615000000000018 0.084535000000000013 -0.069444999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 7 11 8 9 -2 -4 13 -12 17 15 -15 18 -1 20 21 -8 -20 24 -24 25 26 27 28 -23 -30
right_child=1 -3 10 -5 -6 -7 16 -9 -10 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0062681110048251644 0.0040114055148368719 0.006236613928386329 0.0029800769880992074 0.0015175016332333062 0.0070814141953763152 -0.00039061592053622009 0.0074206299169815443 0.0020980497583364829 -0.00052886079298332335 0.0073517476961783628 0.0013353243851499459 0.007861051645724931 -0.0020722807564127906 0.0014674743499860845 0.001478555249876433 0.0058014610935334526 0.0080358033600662435 0.0028064723539864647 0.007231405368578192 0.0014846696508660294 0.0043434072037742133 0.0047976143475638574 0.0051831998739062871 0.009678549878299237 0.002777678804585315 0.0060042102381703448 0.0058289057808935708 0.0057577740295528205 0.0029323518177658448 -0.0014680968445685248
leaf_weight=1093 182 76 87 22 28 25 71 117 20 34 123 72 26 22 31 505 28 20 37 24 38 35 51 20 73 100 62 32 44 23
leaf_count=1093 182 76 87 22 28 25 71 117 20 34 123 72 26 22 31 505 28 20 37 24 38 35 51 20 73 100 62 32 44 23
internal_value=0 0.00312961 0.0027618 0.00574467 0.00345676 0.00318827 0.00578373 0.00344173 0.00410787 0.0045372 0.00156624 0.00601321 0.000740709 0.00593359 0.00539043 0.00562054 0.00515679 0.00620591 0.00502464 0.00473676 0.00634784 0.00490038 0.00470436 0.0064495 0.00436858 0.00476093 0.00412661 0.00333897 0.00258013 0.00142175
internal_weight=0 718 642 2403 406 378 2381 353 236 216 236 1743 149 1671 558 527 638 1113 610 501 109 477 440 71 369 296 196 134 102 67
internal_count=3121 718 642 2403 406 378 2381 353 236 216 236 1743 149 1671 558 527 638 1113 610 501 109 477 440 71 369 296 196 134 102 67
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=31
num_cat=0
split_feature=1 4 2 12 4 51 45 3 4 0 4 3 43 16 133 376 2 1 1204 474 14 2 2 49 15 0 159 13 13 13
split_gain=0.30625 0.0763247 0.0535957 0.040999 0.0322884 0.0308796 0.0303575 0.0307188 0.0589339 0.0306333 0.0400685 0.0548415 0.0511168 0.0485494 0.0277594 0.0308234 0.0251854 0.038515 0.026032 0.0252975 0.0249873 0.023119 0.0235233 0.0241183 0.0225409 0.0358406 0.0223738 0.0216995 0.0400704 0.0355018
threshold=0.10293500000000001 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.40124500000000002 0.10532000000000001 0.081955000000000014 0.092670000000000016 -0.059649999999999988 -0.067624999999999977 -0.42529999999999996 -0.10831999999999999 -0.11720999999999999 0.0013750000000000001 0.089980000000000018 0.088235000000000008 0.087625000000000022 0.089370000000000019 -0.082759999999999986 0.089435000000000014 -0.41790499999999997 0.087245000000000003 0.08708500000000001 -0.086009999999999989 -0.045854999999999993 -0.10474999999999998 0.089270000000000016 0.061215000000000012 0.18141000000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 6 24 7 9 -9 16 12 13 -11 -12 20 -16 19 18 -18 21 -3 22 23 -1 25 -4 -27 29 -29 -25
right_child=1 2 5 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=0.00906075235689059 0.0059866733732633296 0.0053522980539128188 0.0041722388442038847 0.0042399380474132985 0.0013657514513893561 0.0032401994211462941 0.0086127018967929944 0.0053866946571947821 0.0004251706258704265 0.0020266403499547216 0.0040653544433769733 0.0044268490791690941 0.0077590733277611429 -0.0025185392723263552 -0.0022937837489880623 0.0029731940827332441 0.0086357185395345808 0.0020902854904835655 0.0050693837693132409 0.0032703932141885162 0.0023890583213084203 0.0077728086757846981 0.0023229342050035484 0.0053023375498302662 -0.002682862532674335 -0.0020484091418266699 0.0016264906905901931 0.0014865601893689019 0.0068919297060347166 0.0066206862064461637
leaf_weight=22 70 32 23 177 22 41 26 62 39 21 21 195 60 24 25 20 21 43 807 40 257 58 20 505 24 37 30 32 24 343
leaf_count=22 70 32 23 177 22 41 26 62 39 21 21 195 60 24 25 20 21 43 807 40 257 58 20 505 24 37 30 32 24 343
internal_value=0 0.00284557 0.00251543 0.00300949 0.00517904 0.00088661 0.00521454 0.00517674 0.00347086 0.00525379 0.00434974 0.00370068 0.00627289 0.000553944 0.00235743 4.70953e-05 0.00540533 0.0050083 0.00515983 0.00573658 0.00271717 0.00583483 0.00571601 0.0057893 4.01436e-05 0.000766279 -0.000402932 0.00570968 0.00380315 0.00583558
internal_weight=0 736 666 511 2385 155 2363 2337 101 2236 321 240 81 45 334 45 1915 871 828 1044 289 1004 946 926 114 90 67 904 56 848
internal_count=3121 736 666 511 2385 155 2363 2337 101 2236 321 240 81 45 334 45 1915 871 828 1044 289 1004 946 926 114 90 67 904 56 848
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 52 1 124 16 52 0 14 11 4 50 4 48 124 148 12 12 1456 42 484 16 40 51 4 2 0
split_gain=0.251158 0.062552 0.0499437 0.0518159 0.0648791 0.0441209 0.0347144 0.0308017 0.0285944 0.0326068 0.0265362 0.0263722 0.0273915 0.0263065 0.0268601 0.0257979 0.0250793 0.0249705 0.0222826 0.0242058 0.025505 0.0210632 0.0256542 0.0332161 0.0309379 0.0211541 0.021149 0.0306256 0.0253995 0.0292903
threshold=0.11353000000000001 -1.0000000180025095e-35 0.081805000000000017 0.10252500000000002 -0.13843999999999998 -0.26636999999999994 0.15799000000000005 -0.083859999999999976 -0.36241499999999999 -0.078224999999999975 -0.092089999999999991 0.062655000000000016 0.085875000000000021 -0.04890499999999999 -0.24464999999999995 -0.50427999999999995 0.085845000000000019 -0.085959999999999995 -0.066239999999999979 0.11903500000000002 0.10645 0.079435000000000019 0.08426500000000002 -0.081869999999999984 -0.011989999999999999 -0.082239999999999994 -0.086719999999999978 -0.0019149999999999998 0.084985000000000019 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 7 8 -2 13 10 -5 16 -3 12 21 -7 -15 -6 -10 -1 -16 20 -20 25 -23 24 -24 -9 27 28 -27 -30
right_child=5 2 -4 4 15 6 -8 11 9 -11 -12 -13 -14 14 18 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0031919092684984207 0.0049824237554437593 0.0042972258130450627 0.0086562662833603102 0.0032924804738006341 0.0070260594734140938 0.0044749654314823846 -0.001154039514800295 0.0079364967829314986 -0.00069050111720571307 -0.0029795499857176435 -0.00050864023927715601 0.0065763438400435487 0.0010846389851212734 0.0051633869347694726 -0.0014589742776782563 0.0040307740464922241 0.0043174210210054301 -0.001745292078703642 0.0017123224602480292 0.0046230888370281231 -0.0019183829958949771 0.0074728644419727588 0.0058408709262342505 0.0068576474977738184 0.00098710231290295215 0.0011447596153381957 0.0047659181922802074 0.00021350924531968001 0.0019206463541511611 0.0061083192810164307
leaf_weight=20 45 27 30 52 31 38 39 20 20 22 20 84 20 21 24 397 20 21 246 26 21 63 24 46 29 22 1585 24 23 61
leaf_count=20 45 27 30 52 31 38 39 20 20 22 20 84 20 21 24 397 20 21 246 26 21 63 24 46 29 22 1585 24 23 61
internal_value=0 0.00453886 0.00459951 0.00455252 0.00368307 0.00200829 0.00168579 0.00478262 0.00156313 0.000112714 0.00225218 0.00484206 0.00476606 0.00198035 0.00169989 0.00424772 0.00181346 0.000663099 0.00147044 0.00171039 0.00142676 0.00480488 0.00589536 0.0048915 0.00318504 0.00470306 0.00466535 0.00343916 0.0041695 0.00496169
internal_weight=0 2661 2620 2590 542 460 415 2048 114 62 47 2001 1917 376 338 428 40 41 317 293 267 1897 162 99 53 1735 1715 130 106 84
internal_count=3121 2661 2620 2590 542 460 415 2048 114 62 47 2001 1917 376 338 428 40 41 317 293 267 1897 162 99 53 1735 1715 130 106 84
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 34 1 2 4 2 52 2 4 52 2 150 12 31 1 49 150 13 13
split_gain=10.2201 1.68947 1.03765 0.931201 0.608146 0.471743 0.32015 0.316754 0.304032 0.254591 0.252909 0.21204 0.170954 0.162387 0.190168 0.140256 0.130817 0.125514 0.120319 0.119638 0.095763 0.0973776 0.12838 0.0816397 0.0733359 0.0711698 0.0709576 0.0707917 0.0654287 0.0622274
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.14285500000000004 0.14285500000000004 -1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.55119499999999988 -0.0091949999999999983 -0.56176499999999996 0.088850000000000012 0.27834500000000006 -0.024714999999999997 0.11510000000000002 0.08926000000000002 0.10124000000000001 -0.077289999999999984 0.14699000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11122999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 11 13 23 -5 17 12 24 15 16 -1 -15 -7 -17 -14 -3 22 -22 -6 -4 -13 -23 -19 -27 -21
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 25 19 14 -16 18 -18 27 -20 29 21 26 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0007806070907220565 0.00060204703579930696 0.00026647584667035699 0.00020706993436404302 0.00054215787831509126 0.00060492232475876538 0.00067646239627466344 0.00037296822915968119 0.00074211928130380259 0.00029513607763387019 0.00033041492050046016 0.00039721259780793768 0.00015644430469024184 0.00037049226372676226 0.00043690358614679483 0.00040085356117234916 0.00063240761501859246 0.0005975243138662843 0.00055914637088811856 0.00059515070881414119 0.00018092830911405278 0.00046991759142335065 0.00019489738754654195 0.00028764924667532146 0.00048018485592184174 4.8719553371378477e-05 0.00012498461351176534 0.00033679836865316255 0.00045131108508098358 -2.2914300602046931e-05 0.00031114508137872128
leaf_weight=21 76 108 22 34 43 34 37 76 24 61 39 53 32 21 23 941 272 367 516 43 39 20 24 38 23 23 42 25 23 21
leaf_count=21 76 108 22 34 43 34 37 76 24 61 39 53 32 21 23 941 272 367 516 43 39 20 24 38 23 23 42 25 23 21
internal_value=0 0.000326245 0.000292163 0.000596493 0.000365075 0.000604235 0.000203194 0.000618133 0.000488971 0.000406197 0.000548345 0.000177021 0.000225857 0.00061288 0.000572536 0.000621506 0.000586012 0.000562181 0.000619213 0.000272601 0.000309241 0.000346191 0.000400482 0.000546404 0.000126135 0.000107466 0.000291024 0.000552269 5.10352e-05 0.000223656
internal_weight=0 691 615 2430 338 2335 277 1870 105 95 465 240 141 1794 316 1478 293 426 1457 96 233 125 63 81 45 99 62 392 46 64
internal_count=3121 691 615 2430 338 2335 277 1870 105 95 465 240 141 1794 316 1478 293 426 1457 96 233 125 63 81 45 99 62 392 46 64
is_linear=0
shrinkage=0.00196078


Tree=8311
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 1 1 2 4 14 4 47 12 2 11 1 4 1 2 2 11 1 3 43 12 4 11 16
split_gain=8.48847 1.29948 0.791096 0.558279 0.494156 0.49164 0.308281 0.269954 0.231118 0.213022 0.185844 0.184809 0.138925 0.130902 0.124237 0.123633 0.114478 0.125222 0.223616 0.0985786 0.0959454 0.0817198 0.0815269 0.0722039 0.0690106 0.117991 0.0880846 0.083958 0.0684399 0.0683866
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.089885000000000007 0.087880000000000014 0.09253500000000002 0.091195000000000012 0.14960000000000004 -0.17966999999999997 0.062655000000000016 0.27834500000000006 1.0000000180025095e-35 -0.42850999999999995 0.11474000000000002 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.13332000000000002 -0.0091949999999999983 0.10613000000000002 0.095165000000000013 0.13075500000000004 -0.11171999999999999 0.016310000000000002 0.090285000000000018 -0.012164999999999999 0.084680000000000019 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 10 -4 11 12 -3 -1 16 -8 -6 28 17 24 -19 -16 -10 -12 -18 -5 25 -7 -26 -28 -2 -23
right_child=1 4 7 23 14 9 13 -9 20 -11 21 -13 -14 -15 19 -17 22 18 -20 -21 -22 29 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00058945236801782582 0.00049983550611437677 0.00051216261607466961 0.00052089943199267017 0.00033467320643146249 0.00021916551844162099 0.00055032528412021753 0.00018442878218162745 0.00030410347922064229 0.00040661197001684557 0.00035123120915063211 0.00038537980281105341 0.00070204848108516653 0.00036956539624096715 0.00031770042076639766 0.00017330078926740909 0.00036041050711098837 0.00063879920712910142 0.00057116890853109144 0.00033293122904894259 1.8465002098972655e-05 0.0005402358829410919 0.00031801234459859023 0.00049510669584075604 0.00020742003942514144 0.00057267908861362055 0.00035687936752131486 0.00054688684584338709 0.00049504074250840435 0.00061477093340135084 0.00021827250076181598
leaf_weight=1119 98 20 34 60 35 27 121 63 23 26 43 59 20 37 25 21 63 28 33 43 203 82 20 24 215 22 286 207 25 39
leaf_count=1119 98 20 34 60 35 27 121 63 23 26 43 59 20 37 25 21 63 28 33 43 203 82 20 24 215 22 286 207 25 39
internal_value=0 0.000304982 0.000553626 0.000425352 0.000243309 0.000560785 0.000279167 0.000380094 0.000584073 0.00052626 0.000333719 0.000595092 0.000531201 0.000215638 0.000124246 0.000499457 0.000534789 0.000527749 0.000442286 7.53899e-05 0.000526637 0.000311957 0.000604175 0.000298315 0.000534636 0.000463472 0.000539561 0.000525118 0.000523196 0.000285865
internal_weight=0 673 2448 228 445 2351 342 97 1404 947 184 1178 921 158 103 144 901 818 61 68 226 164 83 84 757 49 708 493 123 121
internal_count=3121 673 2448 228 445 2351 342 97 1404 947 184 1178 921 158 103 144 901 818 61 68 226 164 83 84 757 49 708 493 123 121
is_linear=0
shrinkage=0.00196078


Tree=8312
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 14 2 2 49 4 1 50 1 2 1 0 11 14 1 15 47 457 4 15 0 15
split_gain=23.5226 3.6625 1.9301 1.80375 1.26313 0.922955 0.909537 0.828002 0.826064 0.691821 0.55107 0.460805 0.415295 0.344174 0.280629 0.217878 0.214255 0.208624 0.206462 0.194354 0.188761 0.165289 0.162712 0.156712 0.15493 0.136375 0.133493 0.13167 0.10668 0.105771
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.10613000000000002 0.091265000000000013 -0.054984999999999992 -0.062539999999999984 0.13075500000000004 0.041865000000000006 0.086920000000000011 0.094835000000000017 0.12000500000000001 -0.097024999999999986 1.0000000180025095e-35 0.097795000000000007 0.13265500000000002 -0.087894999999999987 0.097480000000000011 0.080930000000000016 0.018150000000000003 -0.059484999999999989 -0.094654999999999975 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 6 7 18 9 17 11 -8 16 -2 -12 -5 23 -4 -1 -3 29 25 -11 -15 28 -14 26 -13 -19 -6 -18
right_child=1 4 5 14 15 -7 10 -9 -10 21 13 20 24 22 -16 -17 19 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071767097729543404 0.00033357975770658213 0.00017026937505826842 0.00070520362049458166 0.00028523301587020069 5.2032085885518531e-05 0.00030025671949809586 0.00043565349210528473 0.00038086371491384303 0.00027930500860103415 0.00089471424715296369 0.00044049812022616517 0.00064559144866738237 0.00068613452879012445 0.00020440385780969993 3.4359466814089053e-05 0.00011214219387704969 0.00062841871246784443 0.00058863007030912639 -2.5909847409181646e-05 0.00066748963697885731 0.00073464833912165726 0.00069159148662698033 2.6360232873684002e-05 -0.00023995301330568189 0.00054541986946966131 0.00050731403289607207 0.00058298923775961507 0.00038746737189418278 -0.00011096599416171033 0.00044234179422941082
leaf_weight=26 23 30 1023 60 26 26 54 37 69 67 22 437 65 139 24 26 23 29 66 359 60 20 23 21 56 39 187 22 38 24
leaf_count=26 23 30 1023 60 26 26 54 37 69 67 22 437 65 139 24 26 23 29 66 359 60 20 23 21 56 39 187 22 38 24
internal_value=0 0.00023982 0.00065373 0.0004419 0.000136282 0.000667595 0.000196505 0.000671792 0.00043511 0.000676599 0.00026149 0.000669669 0.000575101 0.000210377 0.000213555 -4.49296e-05 0.000690078 0.000574727 3.53962e-05 0.000651967 0.000629331 0.000848019 0.000179126 -9.29751e-05 0.00062101 0.0006198 0.000626831 0.000501854 -4.4748e-05 0.000533401
internal_weight=0 673 2448 228 445 2302 334 2276 146 2239 238 2152 144 184 84 111 1429 77 96 406 723 87 162 85 121 663 624 51 64 47
internal_count=3121 673 2448 228 445 2302 334 2276 146 2239 238 2152 144 184 84 111 1429 77 96 406 723 87 162 85 121 663 624 51 64 47
is_linear=0
shrinkage=0.00196078


Tree=8313
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 40 3 45 14 13 48 4 0 0 49 15 15 0 157 475 474 51 1452 3 4 16 43 43 43 43
split_gain=0.371711 0.0936253 0.0568892 0.0425515 0.0411754 0.0352828 0.0302027 0.0275419 0.0271023 0.0278847 0.0289792 0.0363809 0.0305287 0.0265814 0.0235541 0.0253886 0.0327367 0.0230098 0.0310439 0.081063 0.0282448 0.0298201 0.0270618 0.0326832 0.0262229 0.0326065 0.0310398 0.0233284 0.0426863 0.0291547
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 1.0000000180025095e-35 -0.013125 0.051255000000000002 0.12178000000000001 0.081955000000000014 0.062655000000000016 -0.15078499999999997 0.093265000000000015 -0.52556499999999995 -0.030209999999999997 -0.13027499999999997 -1.0000000180025095e-35 -0.30407999999999996 -0.41942499999999994 -0.079119999999999982 -0.077664999999999998 -0.080559999999999979 0.081755000000000008 -0.023524999999999997 0.093985000000000013 0.084940000000000015 0.015030000000000002 -0.12029499999999999 -0.0090299999999999981 -0.0040649999999999983 -0.036954999999999995 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 9 -1 11 -11 -12 -6 -4 16 -16 22 19 -19 27 -22 23 24 -13 -26 -27 28 29 -20
right_child=1 2 14 4 13 -7 -8 -9 -10 10 12 17 -14 -15 15 -17 -18 18 20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018272476724814626 0.0058671966882185176 0.0025173184497423954 -0.0015052032591249315 0.0075173525741722971 0.00029469681438058619 0.0013904321321751923 0.0022834768896077382 0.0091688875574618585 0.0073242623904416484 0.0094770482629537578 0.0048445814226349623 0.0060948767544017077 0.00085896118120713674 0.0042754749714871516 0.0018576610251329841 0.0037356162247689146 -0.0023408462105390547 -0.0014470959606114775 0.0054220835778129696 0.0066123283454754328 0.009530350148317315 0.0045776329596992583 0.0095202461155713541 0.0030690390062296674 0.0058502740371608767 0.0011390383910652049 0.0052081265768624454 0.0042290797729227564 0.0081702410387383267 0.0016267558916958727
leaf_weight=20 102 352 31 35 20 20 27 22 89 25 152 1094 22 104 65 38 26 24 253 26 31 20 20 42 122 37 38 187 55 22
leaf_count=20 102 352 31 35 20 20 27 22 89 25 152 1094 22 104 65 38 26 24 253 26 31 20 20 42 122 37 38 187 55 22
internal_value=0 0.00304447 0.00261539 0.00313062 0.00448837 0.00557267 0.0056086 0.00564762 0.00561362 0.00554411 0.00557836 0.00568626 0.00434065 0.00363341 0.000969863 0.00156465 0.000658088 0.00563818 0.00513262 0.0027438 0.00534291 0.00758811 0.0058691 0.00581431 0.00590363 0.00484156 0.00320071 0.00512143 0.00562709 0.00511846
internal_weight=0 773 671 511 159 2348 2328 2301 2279 2190 2170 1996 174 124 160 129 91 1971 618 50 568 51 1353 1333 1291 197 75 517 330 275
internal_count=3121 773 671 511 159 2348 2328 2301 2279 2190 2170 1996 174 124 160 129 91 1971 618 50 568 51 1353 1333 1291 197 75 517 330 275
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=31
num_cat=0
split_feature=1 3 39 2 4 2 2 3 1 2 14 2 15 4 0 1 15 15 49 0 156 12 4 16 1 40 1 4 48 4
split_gain=6.92371 0.82845 0.737867 0.485979 0.447502 0.409937 0.310774 0.271244 0.262017 0.250521 0.238213 0.178453 0.14322 0.130756 0.12811 0.126813 0.107596 0.106616 0.0950634 0.0890601 0.0889576 0.0817837 0.0814757 0.075501 0.0747328 0.0726461 0.0684503 0.0683386 0.0672133 0.0682602
threshold=0.10752500000000002 -0.059315 0.056590000000000008 0.10252500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.11658 0.09253500000000002 0.10803500000000001 0.076175000000000007 0.13501500000000002 -0.013969999999999998 0.033845000000000007 -0.11173999999999999 0.095695000000000016 -0.097454999999999986 -0.028889999999999996 -0.012034999999999999 -0.079119999999999982 -0.0071349999999999998 0.095175000000000023 -0.033174999999999989 -0.12029499999999999 0.16175000000000003 -0.077474999999999988 0.12958500000000003 -0.020529999999999996 0.093265000000000015 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 6 25 11 17 26 13 12 15 14 16 -5 -1 -4 -2 -16 -21 23 -11 -15 -7 -3 -8 -18 29 -22
right_child=1 5 8 7 -6 24 9 -9 -10 22 -12 -13 -14 21 19 -17 27 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055392763034545168 0.0003214693805385454 0.00020845137924629885 0.00050296138351939345 0.00045468419657459022 0.00024749073379455409 0.00013077079027552311 0.00049897253964886518 0.00027821140980382488 0.00028753630091018752 0.00036149972967187358 0.00061882526629102334 0.00032695552909664836 0.00051543371496247305 0.00051273328173004719 0.0005281103461491273 0.00030735138421639419 0.00047724595668587879 0.00033203279928249475 0.00047062393928935971 0.00060509741630948967 0.00054923008958274503 0.00037073409433830231 0.00023544669159841289 0.00041577244876049737 8.6873524103150198e-07 9.6925877424755043e-05 0.00034047744848637607 0.0003369948797727126 0.00038594841601395343 0.00048307792072158957
leaf_weight=22 20 43 47 165 74 90 22 36 84 23 81 37 151 90 1177 26 22 20 92 27 73 33 138 47 21 47 20 34 23 336
leaf_count=22 20 43 47 165 74 90 22 36 84 23 81 37 151 90 1177 26 22 20 92 27 73 33 138 47 21 47 20 34 23 336
internal_value=0 0.000257527 0.000493397 0.00050183 0.000365812 0.000207672 0.000246116 0.000440861 0.000360483 0.000288636 0.000514707 0.000456311 0.000470306 0.00051023 0.000515375 0.000434628 0.000437739 0.000451938 0.000443989 0.000519076 0.000495909 0.000458362 0.000253454 0.000479469 0.000106195 0.00015021 0.000423499 0.000392094 0.000489085 0.000494885
internal_weight=0 590 2531 2380 186 404 293 415 151 203 1965 379 342 1884 1714 191 78 67 112 1636 459 170 161 137 111 90 42 56 432 409
internal_count=3121 590 2531 2380 186 404 293 415 151 203 1965 379 342 1884 1714 191 78 67 112 1636 459 170 161 137 111 90 42 56 432 409
is_linear=0
shrinkage=0.00196078


Tree=8315
num_leaves=31
num_cat=0
split_feature=1 1 15 10 3 2 0 457 12 49 13 0 14 47 4 1 401 0 52 147 15 1429 11 42 484 129 48 52 4 0
split_gain=0.343877 0.0811723 0.0541381 0.0477348 0.03689 0.0358813 0.0598087 0.034517 0.0372937 0.0369277 0.0328116 0.0325075 0.0296064 0.0257203 0.0419901 0.0264761 0.0239153 0.0208255 0.0258373 0.020544 0.0214164 0.0227832 0.0212682 0.020112 0.0214662 0.0197257 0.0213398 0.0453698 0.0352662 0.0609502
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 -0.079859999999999987 -0.05647499999999999 0.10644500000000001 0.034820000000000011 0.094310000000000019 -1.0000000180025095e-35 -0.080604999999999982 0.05868000000000001 -0.05208999999999999 0.062655000000000016 0.080455000000000013 0.26790000000000008 0.10638500000000002 0.085900000000000018 -0.076899999999999982 0.039215000000000007 0.089365000000000014 -0.23060499999999998 -0.092414999999999983 0.081790000000000015 0.11159000000000001 0.085655000000000023 0.11234000000000001 0.093265000000000015 0.092650000000000024 -0.39518999999999993 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 13 11 10 12 17 8 -4 -10 -5 -2 19 -3 15 -15 23 18 -7 20 -1 -22 25 24 -6 26 28 -28 -23 -30
right_child=3 2 7 4 16 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0083837625695965621 0.0010946639549053673 0.0019605502624526843 0.0024382841926658665 0.0053350835087864349 0.001982527681257615 0.00060007730498909959 0.00012029275453339022 0.0012644861883018166 0.0095128824013163867 0.0052922180657818292 0.0012995177419286158 -0.0039592078200075776 0.0074204051920776642 0.0041046605451571707 0.00060529891406590857 0.0085997095610946418 -0.0015364900944405237 0.0053373239684926539 0.0054515836321072479 0.0029783784106257372 0.0087680749240375694 0.0077021871709778318 0.002212281562387943 -0.00065565641270950439 0.0049744976800866429 0.0086143690440803767 0.0050212391934126889 -0.00016019309405237438 0.0055599614445555135 0.0017843944361877883
leaf_weight=26 35 133 41 66 167 23 30 24 23 210 29 20 83 38 23 20 20 184 21 32 21 73 20 24 28 20 109 20 1514 44
leaf_count=26 35 133 41 66 167 23 30 24 23 210 29 20 83 38 23 20 20 184 21 32 21 73 20 24 28 20 109 20 1514 44
internal_value=0 0.00516457 0.00402954 0.00198672 0.00243624 0.00542634 0.00431768 0.00490094 0.00521946 0.00570885 0.00410317 -0.000743108 0.00557212 0.0028161 0.0042209 0.00565468 0.00177365 0.00486997 0.00291557 0.00549048 0.005534 0.00549332 0.00545511 0.00207595 0.00241214 0.00549155 0.00545606 0.00421792 0.00555399 0.00545333
internal_weight=0 2732 512 389 334 2220 258 298 274 233 95 55 1962 214 81 58 239 228 44 1879 1847 1821 1800 219 195 1780 1760 129 1631 1558
internal_count=3121 2732 512 389 334 2220 258 298 274 233 95 55 1962 214 81 58 239 228 44 1879 1847 1821 1800 219 195 1780 1760 129 1631 1558
is_linear=0
shrinkage=0.1


Tree=8316
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 4 3 11 47 4 52 2 3 11 16 12 4 3 131 160 0 15 4 3 3
split_gain=14.0151 1.83204 1.48951 1.01163 0.961691 0.595132 0.513021 0.440425 0.401483 0.327549 0.333402 0.305324 0.284928 0.25122 0.232327 0.216633 0.261315 0.276007 0.190825 0.184553 0.181368 0.175804 0.214242 0.172072 0.158483 0.151708 0.149162 0.125858 0.123278 0.121825
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.13011000000000003 0.091475000000000015 -0.17966999999999997 0.40124500000000002 0.14285500000000004 0.27834500000000006 -0.11171999999999999 1.0000000180025095e-35 0.077555000000000013 -0.0096849999999999974 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 0.080150000000000013 -0.040964999999999994 0.12757000000000002 -0.064054999999999987 0.092670000000000016 0.082750000000000004 -0.067824999999999983 -0.13027499999999997 -0.41396999999999995 -0.0070899999999999991 0.31534000000000006 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 9 12 -6 27 10 -3 -1 25 21 20 16 17 -9 -14 -7 -8 -13 -23 26 -12 -4 -11 -5 -28 -26
right_child=1 5 6 8 7 19 14 15 -10 23 24 13 18 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 29 -27 28 -29 -30 -31
leaf_value=0.00047330456233806735 0.00037499313941805529 0.00041228927775251276 0.00056930326523622757 0.00074330557769724983 0.00071217132841839507 0.00032778154451021537 0.00070937164209274994 0.00040381428045340074 0.00040625023949662114 0.00018160529781920936 0.00035132744007339766 0.0007603358237349353 0.00095751595658224986 0.00085848751295284893 0.0006306382023895167 0.00062169217217145111 0.0003145909045144049 0.00064527906597453672 0.00077176922442866299 0.00057898282572843031 0.00055533369259695546 0.00066654022250856666 0.0004524244999292235 0.0002853375151022976 0.00026748651755750786 0.00073747544655797075 9.9841511032233642e-05 0.00059745604760766294 -0.00010669389347016227 0.00010774152488539032
leaf_weight=26 181 44 21 46 28 22 565 52 29 33 23 56 37 32 255 23 57 28 50 23 31 98 22 20 29 1150 25 45 20 50
leaf_count=26 181 44 21 46 28 22 565 52 29 33 23 56 37 32 255 23 57 28 50 23 31 98 22 20 29 1150 25 45 20 50
internal_value=0 0.000360488 0.000696073 0.00046755 0.000589735 0.00024898 0.00071735 0.000485306 0.000607157 0.000210768 0.000269626 0.000673635 0.000742503 0.000698676 0.000680168 0.000445605 0.000416043 0.000488327 0.000850765 0.000456173 0.00070136 0.00066962 0.000627286 0.00012308 0.000208085 0.00073446 8.14761e-05 0.000671182 8.048e-06 0.000166382
internal_weight=0 590 2531 301 422 289 2109 188 120 244 146 234 1258 208 851 160 137 80 87 45 596 176 120 98 102 1171 78 91 45 79
internal_count=3121 590 2531 301 422 289 2109 188 120 244 146 234 1258 208 851 160 137 80 87 45 596 176 120 98 102 1171 78 91 45 79
is_linear=0
shrinkage=0.00196078


Tree=8317
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 45 2 2 1 14 2 34 11 1 0 52 43 12 16 47 3 43 52 31 12 12 13 13
split_gain=9.84331 1.68017 0.991001 0.816772 0.625398 0.508359 0.374355 0.303344 0.292364 0.28287 0.224123 0.216297 0.197372 0.215612 0.144544 0.140514 0.136808 0.14324 0.118821 0.116578 0.11562 0.105408 0.0951787 0.114859 0.0889492 0.0867105 0.0815016 0.0799855 0.0698436 0.117598
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.10783500000000001 0.089885000000000007 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.091195000000000012 -0.13027499999999997 0.047850000000000011 -0.14792499999999997 0.10345000000000001 0.11346000000000002 0.090100000000000013 -0.11171999999999999 -0.016814999999999997 0.40674500000000008 -0.077289999999999984 0.090285000000000018 0.10124000000000001 -0.086134999999999975 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 12 11 27 -5 15 13 25 16 24 17 -10 -16 -15 -7 -3 23 -18 -1 -4 -24 -6 29 -14
right_child=1 2 7 10 9 20 -8 -9 14 -11 -12 -13 28 19 18 -17 22 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063072482162641809 0.00060339414203173277 0.00028732815925589346 0.00021295327379462873 0.00053610563254508005 0.00060712722391864052 0.00031144478348495375 0.00036023842621111699 0.00042981101468685459 0.00040164406554396055 0.00031289430068269215 0.00034206947883944105 0.00074025993048154311 0.00016564552546090758 0.00024862091165739846 0.00052889818612600911 0.00057365350258402163 0.00059161076206278821 0.00058863562445680626 0.00069954962617494419 0.00040820230207911208 0.00050458320003142325 0.00040897242947454183 0.00061556365322516207 0.00039770457851000468 0.00052069407447598282 4.076774566349369e-05 0.00056947767306638212 0.00048020952389019874 0.0001713228396730289 -1.4061794005835256e-05
leaf_weight=1088 74 190 22 37 42 26 24 21 36 26 60 59 28 66 21 220 23 28 62 24 22 32 214 24 29 23 475 35 62 28
leaf_count=1088 74 190 22 37 42 26 24 21 36 26 60 59 28 66 21 220 23 28 62 24 22 32 214 24 29 23 475 35 62 28
internal_value=0 0.000324656 0.000290221 0.000592409 0.00036345 0.000599684 0.000603846 0.000203361 0.000606412 0.000489727 0.000416083 0.000624074 0.000184565 0.000235766 0.000578487 0.000618947 0.000570407 0.000483453 0.000656373 0.000291176 0.000399967 0.000304862 0.000577968 0.000492595 0.000627868 0.000124947 0.000583792 0.000549437 0.000125986 7.57919e-05
internal_weight=0 673 599 2448 325 2351 2303 274 2279 103 97 1396 253 135 883 1337 800 64 83 90 48 222 736 47 1117 45 689 77 118 56
internal_count=3121 673 599 2448 325 2351 2303 274 2279 103 97 1396 253 135 883 1337 800 64 83 90 48 222 736 47 1117 45 689 77 118 56
is_linear=0
shrinkage=0.00196078


Tree=8318
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 4 1 14 0 49 124 150 1 11 50 3 43 1 52 1 47 15 0 1 11 133
split_gain=7.19148 1.18749 0.660035 0.559399 0.42222 0.359467 0.344792 0.27151 0.252714 0.212907 0.186757 0.184841 0.135789 0.120426 0.106403 0.104245 0.102212 0.101407 0.0919309 0.0872953 0.147878 0.0867119 0.0733301 0.06616 0.0639177 0.0618745 0.0665052 0.0627768 0.0597793 0.0596773
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.089885000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.14285500000000004 -0.17966999999999997 0.09253500000000002 0.062655000000000016 -0.18113999999999997 -0.054984999999999992 -0.081214999999999982 0.090480000000000019 0.091195000000000012 0.077290000000000011 0.041865000000000006 -0.11171999999999999 -0.095049999999999982 0.13436000000000001 0.40674500000000008 0.13075500000000004 0.090280000000000013 -0.089964999999999976 -0.10224499999999999 0.14754500000000001 0.095165000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 11 14 -8 12 -9 -4 16 15 -2 -3 -7 22 19 25 20 -14 -11 -1 29 -15 26 -6 -28 -19 -5
right_child=1 4 10 23 18 8 7 9 -10 21 -12 -13 17 24 -16 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00059173344452740609 0.00039004885431979318 0.00027280770664695294 0.0005183308061981421 0.00027229516757004717 0.00026060308822814157 0.00051628973294970805 0.00052111861411652531 0.00051391810324846526 0.0003821865592269876 0.00031645258574888678 0.00033801058160661299 0.00069359345327544024 0.00059723067636902104 0.0005917970615012812 0.0001422506497048292 0.0003347184520908723 0.00054342798469240712 0.00064756642809170502 0.00026916551739426938 0.00054838141133248502 0.00039423083976329669 0.00018544912640397135 0.00049183157306010856 0.00023175600392658725 0.0005015882508353285 4.6405094591054045e-05 0.00019693944666288965 4.7059783348544083e-05 0.00052352190017700194 0.00040061889433516316
leaf_weight=1090 23 48 34 22 20 31 30 20 39 166 63 59 22 58 48 20 226 59 26 719 37 22 29 24 63 22 22 21 20 38
leaf_count=1090 23 48 34 22 20 31 30 20 39 166 63 59 22 58 48 20 226 59 26 719 37 22 29 24 63 22 22 21 20 38
internal_value=0 0.000330861 0.000559722 0.000445928 0.000271905 0.000566262 0.000306724 0.000346735 0.000536741 0.000321584 0.000401216 0.000586175 0.000543379 0.000520107 0.000207529 0.000445085 0.000581463 0.000549228 0.000167137 0.000542432 0.000469926 0.000301122 0.000589144 0.000318764 0.000544829 0.000135928 0.00016719 0.000123742 0.000616163 0.000353567
internal_weight=0 673 2448 228 445 2351 334 238 947 208 97 1404 908 144 96 51 1345 857 111 778 59 188 1119 84 121 85 63 43 79 60
internal_count=3121 673 2448 228 445 2351 334 238 947 208 97 1404 908 144 96 51 1345 857 111 778 59 188 1119 84 121 85 63 43 79 60
is_linear=0
shrinkage=0.00196078


Tree=8319
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 42 2 4 14 4 4 2 1 2 131 2 13 4 43 52 457 4 0 47 13 52 2 12 1420 1429
split_gain=19.8347 3.34975 2.01017 1.62385 0.91071 0.814883 0.755209 0.808928 0.679571 0.651166 0.631531 0.488795 0.245947 0.270866 0.242306 0.277241 0.229785 0.233786 0.227695 0.192726 0.193949 0.175052 0.165389 0.214218 0.152961 0.135513 0.239266 0.134286 0.127482 0.139782
threshold=0.104035 0.12408500000000001 0.085055000000000006 -0.080389999999999989 0.14285500000000004 -0.0060199999999999993 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.27834500000000006 0.27834500000000006 0.091265000000000013 0.086920000000000011 0.086000000000000007 0.086835000000000009 0.31358000000000003 -1.0000000180025095e-35 -0.0073899999999999999 -0.080324999999999994 -0.56176499999999996 0.080930000000000016 -0.013125 -0.036484999999999997 0.090280000000000013 -0.010739999999999998 -0.024714999999999997 0.11510000000000002 0.099815000000000015 -0.080064999999999983 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 8 -1 7 22 9 11 21 12 28 -14 15 -8 25 -18 24 -13 27 -4 23 -3 -7 -2 -27 -21 -5 -30
right_child=1 6 10 4 -6 18 14 -9 -10 -11 -12 19 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00082224928364366373 0.00035549754682915431 0.00044607766924294179 0.00086451326933687932 0.0010137486107209149 0.00054684747675950692 0.00065330970959336142 0.00018326108236288449 0.00025826110672005437 0.001021059421003896 0.00051419598741960241 0.00050845483342319524 0.00094132886736262569 0.00083903148423746519 0.00062436367220738357 0.00035464622866979015 -7.8506639670105821e-05 0.00071005119579512865 0.0004787462819576347 0.00027539712246781321 0.00082307577164765695 0.00065777657864501699 0.00071921003512850326 0.00037150102621857445 0.0006856904652736643 0.00041370905386188338 0.00064191229564914288 0.00035800980506282224 0.00076207588311114343 0.00088531195245519713 0.00078531473398972377
leaf_weight=35 85 26 74 28 39 20 70 99 85 23 36 38 387 24 22 20 21 84 20 481 36 56 20 32 21 21 25 195 941 57
leaf_count=35 85 26 74 28 39 20 70 99 85 23 36 38 387 24 22 20 21 84 20 481 36 56 20 32 21 21 25 195 941 57
internal_value=0 0.000457201 0.000572954 0.000833685 0.000843965 0.000583758 0.000296188 0.000375921 0.000849014 0.000842397 0.000738278 0.000845849 0.000867026 0.000826496 0.000170182 0.00012509 0.000456667 0.000525007 0.000446918 0.000805273 0.000798012 0.000801921 0.000525258 0.000578278 0.000530587 0.000401891 0.000487617 0.00080548 0.000883262 0.000879601
internal_weight=0 691 402 2430 2334 96 289 177 2295 2210 166 2187 1437 411 112 90 236 105 61 750 712 130 78 58 41 131 46 676 1026 998
internal_count=3121 691 402 2430 2334 96 289 177 2295 2210 166 2187 1437 411 112 90 236 105 61 750 712 130 78 58 41 131 46 676 1026 998
is_linear=0
shrinkage=0.00196078


Tree=8320
num_leaves=31
num_cat=0
split_feature=1 3 12 39 3 43 150 2 12 12 0 133 1210 43 49 13 132 1 13 133 403 1 151 4 39 2 42 16 0 4
split_gain=0.526824 0.076031 0.0753776 0.0650267 0.0609802 0.0600002 0.0550827 0.0489265 0.0355817 0.0382472 0.0394526 0.0390675 0.0354115 0.0352127 0.0400156 0.0351098 0.034304 0.0313483 0.0296072 0.0388882 0.0290158 0.0307426 0.0284955 0.0281217 0.0273409 0.025639 0.025437 0.0319489 0.0301491 0.0253484
threshold=0.10920500000000001 0.31370500000000007 0.078300000000000008 0.087735000000000021 0.11924500000000002 -0.074359999999999996 0.10980500000000001 0.11448000000000001 0.086305000000000007 0.085955000000000018 -0.14832499999999996 0.11269500000000002 -0.0097899999999999984 -0.095049999999999982 -1.0000000180025095e-35 -0.082904999999999993 0.10365500000000001 0.14754500000000001 -0.11122999999999998 -1.0000000180025095e-35 -0.14669999999999997 0.085110000000000005 -0.067694999999999991 -0.036839999999999991 0.08568000000000002 0.13622000000000004 0.082810000000000009 -0.080509999999999984 -0.084889999999999979 -0.073934999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 13 -7 23 9 10 -4 12 -12 -1 -15 -11 17 -3 -9 -20 -14 26 -21 -2 -16 -24 27 28 -22 -10
right_child=1 16 8 -5 -6 6 -8 18 29 15 11 -13 20 14 24 -17 -18 -19 19 22 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0061788937835781663 0.0089872084235629226 0.00094380660140711177 0.010838514597966307 0.0022051638129069384 0.0011706537991994993 0.0070795692580766295 0.0018699660219929437 0.0011051451595267281 0.0071594736508948202 0.01354427262209356 0.0045899802569432987 0.0029394452327064107 0.011354416583199054 0.0048578243482292503 -0.0020192676107399165 0.0080162964002401735 0.0037363081624538735 -0.0037025787727907305 0.00075765169409957407 0.002436380076687783 0.009390828778850847 0.0041940836697230465 0.0087863351813414047 0.0053674935720997253 0.0032095820010454193 0.0045712920266293717 0.007180403298709559 0.011338939498129644 0.0046920106407593596 0.0063484423401854954
leaf_weight=54 26 53 31 157 30 262 22 40 685 20 42 21 20 49 20 27 29 20 24 24 36 27 27 123 20 31 260 38 22 881
leaf_count=54 26 53 31 157 30 262 22 40 685 20 42 21 20 49 20 27 29 20 24 24 36 27 27 123 20 31 260 38 22 881
internal_value=0 0.00329279 0.00669305 0.0038493 0.00552868 0.00583486 0.00667601 0.00472431 0.00694524 0.00764197 0.00738412 0.00715432 0.00735323 0.00416434 0.00294202 0.0103686 0.000826697 -0.000329176 0.00342331 0.00429809 0.00764121 0.00744731 0.00533432 0.00599912 0.000595157 0.00653347 0.00769404 0.00908514 0.00760852 0.0067032
internal_weight=0 554 2567 452 457 427 284 295 2110 544 497 466 445 143 89 47 102 73 146 106 403 383 82 149 40 58 356 96 58 1566
internal_count=3121 554 2567 452 457 427 284 295 2110 544 497 466 445 143 89 47 102 73 146 106 403 383 82 149 40 58 356 96 58 1566
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 2 4 4 2 14 1 3 1 2 475 150 40 159 150 2 2 12 4 2 47 4 49 1 0 3
split_gain=8.7875 1.3943 0.88814 0.723367 0.460843 0.343652 0.299229 0.286389 0.270369 0.265865 0.212689 0.167201 0.120916 0.186826 0.119202 0.12633 0.118735 0.11016 0.128456 0.104123 0.103251 0.100016 0.093705 0.0988766 0.0936739 0.0916396 0.074811 0.0741376 0.0716104 0.0696468
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.17025000000000004 0.40945500000000007 0.40473500000000007 0.14285500000000004 0.062655000000000016 0.09253500000000002 0.30112000000000005 0.089625000000000024 0.090425000000000019 -0.066784999999999983 1.0000000180025095e-35 -0.0061149999999999998 0.082585000000000006 1.0000000180025095e-35 0.11237500000000002 -0.0091949999999999983 0.11734000000000001 -0.55119499999999988 0.088850000000000012 0.10350500000000001 0.0082450000000000006 -0.053364999999999996 0.076935000000000017 -0.019414999999999998 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 9 6 11 24 14 12 -5 16 22 20 -6 21 -3 18 19 -2 -14 27 -1 -24 -4 -19 -12 28 -16 -29
right_child=1 5 7 10 8 -7 -8 -9 -10 -11 26 -13 13 -15 15 -17 -18 25 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00071933767040904502 0.0004699578704457597 0.00025545877354944788 0.00059552930654604844 0.00052496036289059994 0.00061119717046957016 7.0271135958077064e-05 0.00018129637231995057 0.00034193623601002434 0.00036190644528411508 0.00070020823683724254 0.00039493020792033057 0.00016823195156752532 0.00043425174014768281 0.00037700298106502694 0.00053783625329505375 0.000389816271399534 0.00041138225165844518 0.00016902234802313579 0.00028569093985457764 0.00032757624960961 0.00057102988600833259 0.00043267195340528271 0.00059937940237495479 0.00056560507357149683 0.00048439004013136705 0.00031267821335140516 0.0002593662350503394 0.00066480507215886718 0.00042934287901332836 0.00051730508094324789
leaf_weight=21 39 28 72 34 63 54 133 32 39 76 34 22 23 23 233 27 57 31 78 40 274 37 941 516 49 38 29 32 26 20
leaf_count=21 39 28 72 34 63 54 133 32 39 76 34 22 23 23 233 27 57 31 78 40 274 37 941 516 49 38 29 32 26 20
internal_value=0 0.00031293 0.000391535 0.000565916 0.000572762 0.000211598 0.000243396 0.000506897 0.000518349 0.000586612 0.000399978 0.000320586 0.000581811 0.000547253 0.000532278 0.00051902 0.000360019 0.000313437 0.000342136 0.000397866 0.000560438 0.000529045 0.000589293 0.000587418 0.000550522 0.000248137 0.000332528 0.00054051 0.000526945 0.000608074
internal_weight=0 673 379 2448 2351 294 240 153 477 1874 97 107 1798 320 438 375 85 226 157 79 297 348 1478 1457 121 69 63 311 259 52
internal_count=3121 673 379 2448 2351 294 240 153 477 1874 97 107 1798 320 438 375 85 226 157 79 297 348 1478 1457 121 69 63 311 259 52
is_linear=0
shrinkage=0.00196078


Tree=8322
num_leaves=31
num_cat=0
split_feature=1 2 12 15 3 4 43 150 150 131 2 12 4 0 16 160 43 51 3 42 14 16 1 1 43 1210 3 15 3 3
split_gain=0.479307 0.0711149 0.0679257 0.0558685 0.0603294 0.0557495 0.0495241 0.0443262 0.0410228 0.0337581 0.0595852 0.0328829 0.0345442 0.0488744 0.0312342 0.0440958 0.0285072 0.0274136 0.0262865 0.0252401 0.025012 0.0369833 0.0349125 0.0345347 0.0246614 0.0273057 0.03788 0.024192 0.0306062 0.0262362
threshold=0.10920500000000001 0.14285500000000004 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.27287000000000006 -0.074359999999999996 0.10980500000000001 0.084680000000000019 0.086835000000000009 0.31358000000000003 0.090165000000000009 0.033845000000000007 -0.097024999999999986 -0.040964999999999994 -0.44514499999999996 -0.086909999999999987 0.11594500000000001 -0.065229999999999996 0.11387000000000001 -0.46166999999999997 -0.42170999999999997 0.13559000000000002 0.12000500000000001 0.064745000000000011 -0.062539999999999984 -0.080484999999999987 0.090750000000000011 -0.079724999999999976 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 8 16 -8 -2 10 -3 -4 13 -13 17 -16 -1 19 -17 24 -7 23 -23 -22 25 -15 -27 -21 -29 -30
right_child=1 9 11 -5 -6 20 7 -9 -10 -11 -12 12 -14 14 15 18 -18 -19 -20 27 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0051399091352283474 0.0056396849168574119 0.0016354576336708284 0.0070188490143461603 0.0083893683147974879 0.00024766937668363633 0.004618190278609594 0.0065044483920160007 0.0016968034318692628 0.0025792719024801784 0.004506172500744773 -0.0040296665150284152 0.010003551183954667 0.004953225815602179 0.0055712636147758794 0.0020288428385561753 0.0063726414431232066 0.0022548250706784208 0.0042237476319340727 0.0038750130371190609 0.0083178486261102896 0.0048715282378870312 -0.0033367743482813242 0.0024360585294198249 0.0012796979525789493 0.0059914222364248317 0.0075450656837744634 0.010517763583390946 0.001892088266807453 0.0087032009675369962 0.0040232919519767171
leaf_weight=69 170 82 1122 52 26 45 221 21 59 24 24 38 175 35 31 268 68 35 50 27 49 22 20 59 71 119 67 24 23 25
leaf_count=69 170 82 1122 52 26 45 221 21 59 24 24 38 175 35 31 268 68 35 50 27 49 22 20 59 71 119 67 24 23 25
internal_value=0 0.00316571 0.006409 0.00530369 0.0049075 0.00379307 0.00522717 0.00608726 0.00485119 0.00111957 0.000352788 0.0066484 0.00622771 0.00650205 0.00633036 0.00562898 0.0037079 0.00690497 0.00597993 0.00714498 0.00255045 0.00193013 -0.000587806 0.00290932 0.0076128 0.0081337 0.00861588 0.00576513 0.00480786 0.00626575
internal_weight=0 554 2567 457 405 424 379 242 229 130 106 2110 988 813 775 349 137 426 318 391 195 150 42 108 292 221 186 99 72 48
internal_count=3121 554 2567 457 405 424 379 242 229 130 106 2110 988 813 775 349 137 426 318 391 195 150 42 108 292 221 186 99 72 48
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 376 2 4 474 1 4 16 43 1 457 12 12 0 133 43 12 52 13 12 402 0 1 14 0 16
split_gain=0.388239 0.0610794 0.0550198 0.0507394 0.05067 0.0554602 0.0509499 0.0493205 0.0735933 0.0641715 0.0448844 0.0511944 0.0354931 0.0274475 0.0297722 0.0273086 0.0310897 0.0331917 0.0316562 0.0326724 0.0353508 0.0350312 0.0284174 0.0266023 0.0255183 0.0251942 0.0247019 0.0230874 0.025472 0.0218589
threshold=0.10920500000000001 0.31370500000000007 0.078300000000000008 1.0000000180025095e-35 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.04890499999999999 -0.059624999999999991 -0.080554999999999974 0.10658000000000002 0.085540000000000019 0.086305000000000007 0.085955000000000018 -0.14832499999999996 0.11269500000000002 -0.0017249999999999998 0.084290000000000018 0.085815000000000016 -0.082904999999999993 -0.42850999999999995 0.095250000000000015 0.056435000000000006 0.13332000000000002 -0.47071999999999997 -0.096374999999999975 -0.010264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 5 6 -2 25 9 -9 -8 -12 -11 14 -14 16 17 -4 19 24 -21 -22 -18 -3 29 -1 -25 -6 -29 -19
right_child=1 23 15 -5 27 -7 10 8 -10 12 11 -13 13 -15 -16 -17 22 18 -20 20 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0077329741828582547 0.006176897397044516 0.0028731965898935287 0.0095299344637521342 0.0088212896507747218 0.0052983160269650404 0.0001104424561068801 0.0065627425326965751 0.0055118678784672609 -0.0019387107688817195 0.0044528727463083503 0.0038296964406202153 -0.0013467023220386934 -0.0020595205391967489 0.0041070362759373065 0.0028892228356562559 0.0057715245471376096 0.011909268128219993 0.0071098204043295674 0.0023566081188619139 0.0019907976991045432 0.0087144896892893415 0.0032231283241084645 0.0069359714544757652 0.0020416958281809154 0.0094754467417876576 0.0041527684328371084 -0.0019629345347882835 0.0035396411598552593 0.000872539541324722 0.0054433388306436639
leaf_weight=61 121 35 31 29 20 29 30 186 20 59 56 29 31 22 20 1566 20 207 21 33 26 21 27 24 31 29 43 52 115 127
leaf_count=61 121 35 31 29 20 29 30 186 20 59 56 29 31 22 20 1566 20 207 21 33 26 21 27 24 31 29 43 52 115 127
internal_value=0 0.00284914 0.0057681 0.00477332 0.00334794 0.00423735 0.00474447 0.00449904 0.00394511 0.00431516 0.00323731 0.00206363 0.00262889 0.00115471 -0.000118837 0.00598356 0.00659395 0.00636147 0.00615069 0.00632974 0.00449948 0.0062609 0.00905227 0.000638788 0.00673089 0.00657935 -0.00052844 0.00208754 0.00170301 0.00647616
internal_weight=0 554 2567 457 452 265 236 428 338 318 115 85 132 73 51 2110 544 497 466 445 80 47 47 102 365 90 67 187 167 334
internal_count=3121 554 2567 457 452 265 236 428 338 318 115 85 132 73 51 2110 544 497 466 445 80 47 47 102 365 90 67 187 167 334
is_linear=0
shrinkage=0.1


Tree=8324
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 4 1 14 49 40 1 1 11 1 1 0 457 47 50 4 15 475 1420 52 43
split_gain=21.1595 3.49648 1.73027 1.56855 1.26417 1.24881 1.00339 0.923332 0.627777 0.56926 0.64651 0.51227 0.479024 0.34536 0.285802 0.278587 0.245129 0.244482 0.223784 0.173733 0.164747 0.156038 0.141077 0.135094 0.118158 0.116712 0.115726 0.113746 0.111696 0.108493
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 0.091265000000000013 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.062655000000000016 -0.054984999999999992 -0.077714999999999992 0.086920000000000011 0.16175000000000003 1.0000000180025095e-35 0.13436000000000001 0.13075500000000004 -0.23001499999999997 0.080930000000000016 0.11893500000000001 0.086295000000000011 -0.0073899999999999999 -0.089964999999999976 -0.088274999999999978 -0.08341999999999998 0.40674500000000008 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 7 8 14 12 -9 -11 -4 15 -2 -3 26 23 21 -12 -5 -17 24 -15 25 29 -7 -1 -28 -29 -10
right_child=1 5 11 19 -6 16 -8 9 17 10 18 -13 -14 22 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00077985696485985791 0.00054644037019032656 0.00035295936523937484 0.00077492413008983026 0.00048593474229420325 0.00053324180599446621 0.00021741877172448142 0.00045592310508177461 0.00072172481737105677 0.00084707026073475942 0.00076796031173537757 0.00042177479094923593 0.00047627910867291672 0.0010510306058429148 0.00084529166863282822 0.00013880153570105047 0.0006585761086613524 -2.707224321855105e-05 0.00091761621403568295 0.00021132042003984755 0.00028854263634451363 0.00084097503075200185 0.00068450313291299977 0.00068653550218133368 0.00034175087613138282 0.00077806510021473949 3.9137281139618626e-05 0.0010389668461766675 0.0008963055975229748 0.00075498574982777421 0.00076115090007231837
leaf_weight=34 23 46 34 60 48 48 24 30 312 20 166 63 62 93 50 20 21 78 22 24 396 41 28 22 273 20 21 951 22 69
leaf_count=34 23 46 34 60 48 48 24 30 312 20 166 63 62 93 50 20 21 78 22 24 396 41 28 22 273 20 21 951 22 69
internal_value=0 0.000445028 0.000837597 0.000642475 0.000848186 0.000343864 0.00085475 0.000403745 0.00085895 0.000469221 0.000432802 0.000580959 0.000882265 0.000766689 0.000241419 0.000875019 0.000163683 0.000813526 0.000397147 0.000429537 0.000832206 0.000801844 0.000808555 0.000208193 0.0008092 0.000164983 0.000892344 0.000896192 0.00089311 0.00083151
internal_weight=0 673 2448 228 2351 445 2303 334 2279 238 208 97 1506 144 96 1444 111 773 188 84 416 695 121 90 654 68 1028 994 973 381
internal_count=3121 673 2448 228 2351 445 2303 334 2279 238 208 97 1506 144 96 1444 111 773 188 84 416 695 121 90 654 68 1028 994 973 381
is_linear=0
shrinkage=0.00196078


Tree=8325
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 2 4 1 14 14 2 0 4 0 1 4 12 50 132 12 157 15 39 52 50 2 150 3
split_gain=14.5236 2.32428 1.51427 1.32025 0.728279 0.70717 0.527374 0.470634 0.520567 0.4682 0.381075 0.374523 0.372159 0.371894 0.335382 0.253498 0.240231 0.191603 0.21247 0.161571 0.137765 0.126441 0.124043 0.116586 0.126512 0.113462 0.11094 0.0917852 0.166639 0.0905086
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.14285500000000004 0.088725000000000012 0.27834500000000006 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 -0.13027499999999997 0.0061450000000000003 -0.079119999999999982 0.083345000000000016 -0.49013999999999996 0.08401500000000002 0.086295000000000011 0.08696000000000001 0.098810000000000023 -0.0045449999999999996 -0.41396999999999995 0.093755000000000019 -0.014264999999999998 0.10917 0.11474000000000002 0.084680000000000019 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 20 10 8 -4 -5 11 -1 21 16 15 26 -13 22 -19 23 25 -7 -17 -9 -25 -3 -15 28 -27 -10
right_child=1 2 7 9 -6 12 -8 19 29 -11 -12 13 -14 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00096012532428924578 0.0007283644110610242 0.00035887639173782273 0.00045889368292112491 0.00068482060868651823 0.00047055075966784439 0.00073051291863003706 0.0004453428934398921 0.00020320021757849453 0.00031082657815826334 0.0003976744882539705 0.00087335570989286197 0.00073990939166762083 0.00037212164713422847 0.00077501439725761556 0.00067842557208832471 0.00085678443166555137 0.00053531336538829377 0.00055925766846128542 0.00071366651786159731 0.00030994902799858875 0.00025206761613196779 0.00057546716465168635 0.00073131744946843978 -2.7726201149546972e-05 0.00016853691682930901 0.00059346294389326542 0.00071382316870286183 0.00039499112283381671 0.00037736407491455502 0.00018828154834415114
leaf_weight=29 76 95 66 34 39 39 23 39 37 61 84 36 24 1035 282 56 57 37 463 22 24 42 66 28 23 34 128 57 23 62
leaf_count=29 76 95 66 34 39 39 23 39 37 61 84 36 24 1035 282 56 57 37 463 22 24 42 66 28 23 34 128 57 23 62
internal_value=0 0.00040487 0.000364894 0.00072703 0.000736249 0.000452973 0.000740762 0.000257418 0.000324006 0.000500443 0.000743752 0.000738778 0.000586577 0.000735806 0.000741264 0.000751191 0.000614512 0.00071924 0.00070224 0.000159319 0.000392766 0.000650119 0.000788909 0.000122498 6.07846e-05 0.000408923 0.00076828 0.000450628 0.000506265 0.000234081
internal_weight=0 691 615 2430 2335 338 2296 277 165 95 2273 2189 105 2160 2067 1785 93 622 500 112 233 81 122 90 51 209 1163 114 57 99
internal_count=3121 691 615 2430 2335 338 2296 277 165 95 2273 2189 105 2160 2067 1785 93 622 500 112 233 81 122 90 51 209 1163 114 57 99
is_linear=0
shrinkage=0.00196078


Tree=8326
num_leaves=31
num_cat=0
split_feature=1 1 12 483 3 4 1 124 149 131 12 133 42 3 4 123 457 1 39 43 474 49 43 3 11 47 14 16 12 1
split_gain=0.468488 0.0707611 0.0641287 0.0549205 0.0518258 0.0501285 0.0463113 0.042653 0.037286 0.0366147 0.0331839 0.0311059 0.0309991 0.0357678 0.0481459 0.0393904 0.0318865 0.0352711 0.0285952 0.0310827 0.0301262 0.0274001 0.0276538 0.0296838 0.0260008 0.0233353 0.0290668 0.0387158 0.0291949 0.0226713
threshold=0.10920500000000001 0.13707500000000003 0.078300000000000008 -0.070084999999999981 0.12178000000000001 -0.008819999999999998 0.08864000000000001 -0.063929999999999987 0.07770500000000001 0.094300000000000009 0.099815000000000015 -0.080849999999999991 0.09112000000000002 -0.0063699999999999989 -0.0047449999999999992 0.083745000000000014 0.084485000000000018 0.093400000000000025 0.10076500000000001 0.016310000000000002 0.085295000000000024 0.12497000000000001 -0.071044999999999983 -0.079864999999999978 0.08976000000000002 0.13827000000000003 -0.42495999999999995 -0.11676499999999999 -0.26532499999999998 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 6 7 18 -2 9 11 24 -7 13 14 15 -8 17 -15 19 20 -5 22 23 -12 -4 26 -3 28 -28 -13
right_child=1 25 10 4 -6 8 12 -9 -10 -11 21 29 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0099475508284134172 0.0020224251347826794 0.0043023299510506069 0.0067236726551042755 0.0082691376165232883 6.1573188286274675e-05 0.00564590684527782 -0.0013503874274902047 0.0068089694940451405 0.0073568291042465719 0.0057490174811774576 0.006381170394110256 0.0030088818521357562 0.0005401401035487652 0.0038102143062278635 0.0073692391093936743 0.0037345211618603803 0.0034372430533552781 0.0083402679441496735 0.0036427032562994194 0.0038004720834298776 0.0042895538327486623 0.0031945158924477609 0.0052683492870851147 0.010295902051962912 0.0099094299259237378 0.0045286071531119802 0.0045903391447728098 -0.0022927928568893356 0.00039996619598241527 0.00087348485387112843
leaf_weight=24 24 22 1748 110 20 26 25 83 20 38 86 102 20 25 20 39 39 55 31 26 23 39 186 25 26 21 23 38 60 97
leaf_count=24 24 22 1748 110 20 26 25 83 20 38 86 102 20 25 20 39 39 55 31 26 23 39 186 25 26 21 23 38 60 97
internal_value=0 0.00315868 0.00636516 0.00529118 0.00503309 0.00389156 0.00527384 0.00573535 0.00319444 0.00287791 0.00659777 0.00239301 0.0042964 0.00466647 0.00308656 0.00174823 0.0057817 0.00692463 0.00642106 0.00696275 0.00758094 0.00568654 0.00601377 0.00726287 0.00677036 0.00141586 0.000958748 0.000350824 0.00156115 0.00196801
internal_weight=0 554 2567 457 433 390 413 107 283 263 2110 225 223 203 84 64 119 80 190 159 133 336 297 111 1774 164 143 121 83 199
internal_count=3121 554 2567 457 433 390 413 107 283 263 2110 225 223 203 84 64 119 80 190 159 133 336 297 111 1774 164 143 121 83 199
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 159 4 2 1 2 4 457 14 0 16 4 12 0 4 4 0 131 2 15 47 3 51 50
split_gain=10.4439 1.72522 1.00991 0.853037 0.647107 0.532798 0.351998 0.308544 0.288283 0.280544 0.276828 0.255757 0.257959 0.223134 0.244399 0.188926 0.166027 0.165207 0.18234 0.157609 0.194419 0.131263 0.12956 0.113435 0.128584 0.110156 0.107423 0.0915272 0.0874601 0.0834687
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13913500000000004 -1.0000000180025095e-35 0.40124500000000002 0.11474000000000002 0.092845000000000025 0.14285500000000004 0.40945500000000007 0.29113500000000009 0.062655000000000016 -0.07929499999999999 -0.44310499999999992 -0.49013999999999996 0.08401500000000002 -0.11173999999999999 -0.0016099999999999997 -0.16363499999999997 -0.16360999999999995 0.086835000000000009 0.31358000000000003 0.024640000000000006 0.090100000000000013 0.0068900000000000012 -0.085989999999999997 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 13 -4 16 -6 -5 12 27 14 15 19 -7 25 21 20 22 -19 -1 24 -13 -17 28 -9 -3 -21
right_child=1 2 7 10 9 8 -8 11 -10 -11 -12 23 -14 -15 -16 17 -18 18 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057799356520328376 0.00062293438512336409 0.00018596557127112612 0.00042111827095697995 0.00056947666858522805 0.00056742894109163022 0.00064023893906583421 0.00037670167491716492 0.00026362267363926067 0.00034772314189695846 0.00033186059655849207 0.0003538292430925603 0.00013306405811154109 0.00019051083891245973 0.00043706537461748308 0.00074782762948054653 0.00064717011152306636 0.00053787415006316473 0.00057917949615740312 0.00060444510720040481 0.00066156905706581245 0.00068757860224787927 0.0003545322681905008 0.00036220927868841913 0.00024752720738902234 -4.774469919628281e-05 0.00080273595145520038 0.00042501932315930141 0.00043604318153281883 0.00031744134915648266 0.00060990001821531698
leaf_weight=23 74 22 26 37 77 85 20 20 25 26 60 62 95 21 78 105 215 20 499 1035 28 20 20 22 20 21 32 29 168 136
leaf_count=23 74 22 26 37 77 85 20 20 25 26 60 62 95 21 78 105 215 20 499 1035 28 20 20 22 20 21 32 29 168 136
internal_value=0 0.000340484 0.00030559 0.000616284 0.000379515 0.000623719 0.000635541 0.000217905 0.000550019 0.000507965 0.000436087 0.0001966 0.000250113 0.000638122 0.000640249 0.000635849 0.000566878 0.000609177 0.000594234 0.000650129 0.000560426 0.000466856 0.000477629 0.000122507 8.89644e-05 0.000673098 0.000319919 0.000365667 0.000302218 0.000655568
internal_weight=0 673 599 2448 325 2351 2026 274 325 103 97 248 144 2006 1985 1907 300 665 539 1242 71 40 43 104 82 126 222 49 190 1171
internal_count=3121 673 599 2448 325 2351 2026 274 325 103 97 248 144 2006 1985 1907 300 665 539 1242 71 40 43 104 82 126 222 49 190 1171
is_linear=0
shrinkage=0.00196078


Tree=8328
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 2 1 4 11 0 16 150 4 1 1 15 0 150 159 16 12 3 4 50 3 13
split_gain=12.9363 2.06816 1.28475 0.962333 0.64672 0.527404 0.411126 0.39606 0.340302 0.335683 0.284868 0.250482 0.201361 0.195366 0.188014 0.169902 0.158091 0.356316 0.154984 0.13957 0.129559 0.10923 0.151726 0.162775 0.106804 0.100938 0.0981935 0.0975558 0.0894346 0.0843323
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.091265000000000013 0.12958500000000003 0.27834500000000006 0.14285500000000004 0.09253500000000002 0.14285500000000004 0.085760000000000017 0.27834500000000006 1.0000000180025095e-35 -0.097274999999999986 -0.040964999999999994 0.083095000000000016 -0.013514999999999998 0.086920000000000011 0.075045000000000014 -0.41942499999999994 -0.046359999999999991 0.087000000000000008 0.082585000000000006 0.0039400000000000008 0.090285000000000018 -0.010424999999999999 -0.14098499999999997 0.041865000000000006 -0.12018999999999998 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 4 10 9 26 16 -5 11 12 -3 28 15 -7 -12 18 24 20 -11 -6 22 23 -2 -18 -13 -4 -14 -1 -15
right_child=1 5 6 8 7 14 -8 -9 -10 19 13 25 27 29 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063478015320248807 0.00041756373930783899 0.00040803106405720881 0.00075307930252485448 0.0006540015077749063 0.00068685383183360955 0.0003230857708112663 0.00042390664106068527 0.00046111639867116013 0.00040919683563511917 0.000228213395668706 0.00065786947082578889 0.00030965023522454597 0.00078960974905680468 0.00070872099859699766 0.00057117320974570476 0.00045704835384865013 0.00070137868220030569 0.00045094581722628834 0.00075442989345511245 7.5092048531099907e-05 0.00058714136749901853 0.0003229971441968418 0.00032500365698156521 0.00060968958571845405 0.00062706500079850883 0.00018207206538885229 0.00062925669285373686 0.00095534227961099937 0.00073712062363188655 0.00061475733951596423
leaf_weight=34 88 43 33 34 261 23 36 39 61 37 46 38 36 352 24 25 117 37 105 60 62 76 51 21 204 64 97 22 954 41
leaf_count=34 88 43 33 34 261 23 36 39 61 37 46 38 36 352 24 25 117 37 105 60 62 76 51 21 204 64 97 22 954 41
internal_value=0 0.000386216 0.00047717 0.000690262 0.000698133 0.0002597 0.000609338 0.000653985 0.000496811 0.000222785 0.000722253 0.000282515 0.00074019 0.000681817 0.000449769 0.000587158 0.000663555 0.00063315 0.000688988 0.000133499 0.000667714 0.000384204 0.000413277 0.000454579 0.000654151 0.000229601 0.000660689 0.000852474 0.000733599 0.000698918
internal_weight=0 691 402 2430 2335 289 166 825 95 242 1510 145 1046 464 47 71 786 358 428 97 323 236 160 109 321 102 130 58 988 393
internal_count=3121 691 402 2430 2335 289 166 825 95 242 1510 145 1046 464 47 71 786 358 428 97 323 236 160 109 321 102 130 58 988 393
is_linear=0
shrinkage=0.00196078


Tree=8329
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 2 9 2 13 4 16 10 14 4 40 14 3 4 49 10 13 16 15 0 50 40 160 43 43 15
split_gain=0.509723 0.123293 0.0754839 0.061655 0.0509736 0.048414 0.0473017 0.0762009 0.0438404 0.0444536 0.0458486 0.0429968 0.0420932 0.0376808 0.0364027 0.0335343 0.036656 0.0395954 0.0280386 0.0277325 0.0267239 0.044868 0.02605 0.0253856 0.0354687 0.0379611 0.0393177 0.0513164 0.0309194 0.0249127
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.14285500000000004 0.14753000000000002 -1.0000000180025095e-35 0.10252500000000002 0.11596500000000001 -0.031404999999999995 -0.06421499999999998 0.069930000000000006 -0.46885499999999997 0.27834500000000006 -0.0036699999999999992 0.062655000000000016 0.090900000000000009 -0.46376499999999993 -0.061079999999999988 -0.0026549999999999994 -0.061684999999999997 -0.52595999999999987 0.090455000000000021 -0.079119999999999982 0.089465000000000017 -0.081174999999999983 -0.063384999999999983 -0.092909999999999979 0.0061450000000000003 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 13 6 19 11 9 -9 20 -8 -12 15 -14 16 23 -18 -19 -5 -11 -22 -17 -1 25 -25 27 -27 -26 -7
right_child=1 2 -4 5 -6 29 7 8 -10 10 12 -13 14 -15 -16 22 17 18 -20 -21 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0071437142808019136 0.0070777006151711607 0.0083731289520593624 0.00085538401521597675 0.0027683804071746134 0.0032139368267216461 0.0023612082456349443 0.0069676704023878613 0.0079350207260259521 -0.0011136970261023157 0.0027495546562864483 0.0053895624066215191 0.002838543025427498 0.0032082926392411957 0.0026429653622298726 -0.0015528363580372007 0.010278068000322903 0.0071552193941588106 0.0062806075788103049 0.0016548238792701772 -0.0016776068240869791 0.0033044798164873533 0.0082670214585959922 0.0068192957517591206 0.0017499135842081162 0.0089977535474601959 0.00012085331095890565 0.0066223885706192661 0.005648356322592623 0.0056477980514656094 -0.0018571750080722963
leaf_weight=1454 102 28 103 47 39 42 119 22 21 54 21 32 26 21 42 51 47 20 38 20 38 35 38 20 84 22 402 71 41 21
leaf_count=1454 102 28 103 47 39 42 119 22 21 54 21 32 26 21 42 51 47 20 38 20 38 35 38 20 84 22 402 71 41 21
internal_value=0 0.00383848 0.00334608 0.00379774 0.00679905 0.0035605 0.00390461 0.00430717 0.00326622 0.00365269 0.00321652 0.00609262 0.00147615 0.00685961 0.000267595 0.00689831 0.00682129 0.00499801 0.00324992 0.00144122 0.00443616 0.00568378 0.00880129 0.00691271 0.00638791 0.00602115 0.00619372 0.00434077 0.00789897 0.00095508
internal_weight=0 773 671 568 2348 540 477 410 259 238 216 151 89 2309 68 2288 2199 105 58 67 127 73 89 2094 640 515 495 93 125 63
internal_count=3121 773 671 568 2348 540 477 410 259 238 216 151 89 2309 68 2288 2199 105 58 67 127 73 89 2094 640 515 495 93 125 63
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 2 42 2 34 13 4 52 4 1 0 16 1 0 15 10 2 12 52 39 2 4
split_gain=7.35788 1.24418 0.78798 0.590908 0.541103 0.372065 0.265536 0.244552 0.240923 0.192765 0.175879 0.169148 0.113113 0.130214 0.128574 0.109911 0.104793 0.0999361 0.0805615 0.0744732 0.0742947 0.0714073 0.0683233 0.0671925 0.10596 0.0636748 0.0615516 0.0606042 0.106194 0.0567277
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.089885000000000007 -0.0060199999999999993 0.17025000000000004 -0.028109999999999996 -0.28558999999999996 0.40124500000000002 -0.56176499999999996 -0.17966999999999997 0.12337000000000002 -0.22491999999999998 -0.11118499999999999 0.086920000000000011 0.18019500000000002 -0.016799999999999995 -1.0000000180025095e-35 0.10045500000000002 0.096475000000000019 0.40674500000000008 0.084780000000000008 -0.0050599999999999994 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 7 9 25 20 -5 12 -4 -14 -15 -11 -3 22 -17 -13 26 -20 23 -18 -25 -6 -1 -12 -29 -22
right_child=1 2 11 10 8 -7 -8 -9 -10 15 27 19 13 14 -16 18 17 -19 21 -21 29 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00055419580070434056 0.0005267456117190874 0.00039506394148262501 6.9457371805922363e-05 0.00052146196992878602 0.00054595390935456784 0.0003546886889452687 0.00031474329590956793 0.00063502127500329199 0.00028707803733756437 0.00060068010278232988 0.00023816480044869408 0.00011797365745534751 0.00013160110615075368 0.00038613641598061018 0.00020085755372440241 0.00039156589286224879 0.00018604012353946712 0.00019050509824407438 0.00050556549282505358 -3.649456923032731e-05 0.00052739341892996008 0.00038687010167860519 0.00018955309037575681 0.00043514684353973353 0.00028270657004987078 0.00043342601696181693 0.00045556861395929372 0.00025783761266665446 0.00043988056762629197 0.00044959039719519658
leaf_weight=905 76 21 25 22 29 48 22 84 40 43 23 28 41 24 36 26 22 76 759 21 363 20 32 20 142 58 25 22 28 40
leaf_count=905 76 21 25 22 29 48 22 84 40 43 23 28 41 24 36 26 22 76 759 21 363 20 32 20 142 58 25 22 28 40
internal_value=0 0.000290065 0.000260817 0.000519369 0.00030508 0.000525536 0.000529122 0.000531204 0.000413028 0.000527206 0.000367779 0.000149526 0.000187541 0.00021677 0.000274969 0.000504094 0.00026128 0.000251658 0.000498935 5.1773e-05 0.000541908 0.000502518 0.000273175 0.000287718 0.000301526 0.000470935 0.000551545 0.000321464 0.000359782 0.000519671
internal_weight=0 691 615 2430 440 2335 2287 2265 127 2181 95 175 126 101 60 848 313 292 805 49 1333 779 216 184 162 87 930 73 50 403
internal_count=3121 691 615 2430 440 2335 2287 2265 127 2181 95 175 126 101 60 848 313 292 805 49 1333 779 216 184 162 87 930 73 50 403
is_linear=0
shrinkage=0.00196078


Tree=8331
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 47 2 2 4 1 0 52 47 52 12 4 13 15 51 51 2 475 0 1447 1
split_gain=13.309 2.0797 1.35826 1.1053 0.813489 0.68544 0.521566 0.462673 0.349821 0.348344 0.332997 0.323126 0.262926 0.185722 0.144878 0.122535 0.105735 0.103633 0.0871283 0.0831835 0.079646 0.0745999 0.0669415 0.0631449 0.0630268 0.0630044 0.0815288 0.101588 0.064302 0.0626684
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.13082500000000002 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.086920000000000011 -0.22491999999999998 -0.56176499999999996 0.090100000000000013 -0.16675999999999999 0.082480000000000012 -0.0070899999999999991 -1.0000000180025095e-35 -0.41942499999999994 -0.085989999999999997 0.11144500000000002 0.098630000000000009 -0.082014999999999991 -0.026509999999999995 -0.082869999999999985 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 11 20 -5 12 14 13 -4 24 -13 -17 23 -9 -16 -6 -15 -14 -3 -1 28 -27 -28 -18 -30
right_child=1 2 10 9 8 -7 -8 18 -10 -11 -12 15 22 21 19 16 25 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00059697552881662278 0.00054947242178279506 0.00010456470428150872 0.00024309764043069804 0.00049521294597656756 0.00060027678306697125 0.00032725574683057133 0.00027645283646492006 0.00059579157288752347 0.00022617676097510102 0.00025330877398731174 0.00028096990350466285 0.00040180890969039308 6.2180871304833328e-05 5.3794296641390834e-05 0.00047727692300330432 0.00062846633733487601 0.00064128048571885797 0.00032237274580553779 0.00074378660743772346 0.00056056946920879109 0.0004586799764165691 0.00017707171470072923 -4.3208918912679513e-05 0.00021624103101490239 0.00050410618142875336 0.00061509215429197993 0.00051598233015744902 0.00041168669781178619 0.00054683395373871814 0.00044350655798136796
leaf_weight=901 74 22 39 37 21 48 24 20 24 60 34 27 37 77 53 45 26 33 65 354 56 25 62 169 29 27 289 41 378 24
leaf_count=901 74 22 39 37 21 48 24 20 24 60 34 27 37 77 53 45 26 33 65 354 56 25 62 169 29 27 289 41 378 24
internal_value=0 0.00023936 0.000201049 0.0005507 0.00028678 0.000559163 0.000563997 0.000567025 0.000432873 0.000345581 9.93594e-05 0.000561526 7.36313e-05 0.000128012 0.000580577 0.000531804 0.000536033 0.000220908 0.000708964 0.000549723 0.000497297 8.40094e-05 -3.82082e-06 0.000203378 0.00059408 0.000530734 0.0005115 0.000503024 0.000546777 0.000540665
internal_weight=0 673 599 2448 325 2351 2303 2279 101 97 274 2194 240 141 1337 857 830 224 85 407 77 102 99 191 930 785 357 330 428 402
internal_count=3121 673 599 2448 325 2351 2303 2279 101 97 274 2194 240 141 1337 857 830 224 85 407 77 102 99 191 930 785 357 330 428 402
is_linear=0
shrinkage=0.00196078


Tree=8332
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 150 4 4 52 49 132 14 3 0 12 1375 51 483 16 1212 2 1 1454 13 4 13 157 34 2 52
split_gain=0.529843 0.126396 0.0752038 0.0604889 0.0483906 0.0442121 0.0486041 0.0401449 0.0393578 0.0427198 0.0304651 0.0271268 0.0269455 0.0287093 0.0416306 0.035448 0.0326672 0.0312184 0.0408309 0.030017 0.0322754 0.0520058 0.0430497 0.0266114 0.0265698 0.0306544 0.0398916 0.0259715 0.0523284 0.0310427
threshold=0.10124500000000002 -0.42635499999999998 0.13604000000000002 0.085885000000000017 0.14285500000000004 0.083250000000000005 -0.010384999999999998 0.042705000000000007 1.0000000180025095e-35 -0.023059999999999997 0.089825000000000002 -1.0000000180025095e-35 0.10542000000000001 -0.083554999999999977 -0.085119999999999987 -0.16449999999999998 -0.22411499999999998 -0.095084999999999989 0.042200000000000008 0.11137000000000001 0.087625000000000022 0.089875000000000024 0.090210000000000026 -0.083619999999999986 -0.46376499999999993 0.073000000000000023 -0.0048549999999999991 -0.038779999999999995 0.13093500000000002 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 7 6 -5 12 9 -9 11 -3 13 15 -15 -1 -17 -18 19 20 22 -22 -19 -20 25 26 -16 -4 -29 -30
right_child=1 2 27 5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 24 16 17 18 23 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0044818862932860049 0.0072007686576623584 0.0054642591896418742 -0.0014779660824084809 0.0098281934977539134 0.003350396037627107 0.0015314591889777646 0.0052680460229442509 0.00079787055411460739 0.0072935979924902018 0.0054873890771196757 -0.00026225217810386551 0.0030790500701865561 0.0044266937410851062 0.0023440759850754628 0.0097740903238041545 0.011446115298366005 0.010610827151685953 0.0083033266760966628 0.0073007253545295933 0.0037833566055633129 0.0071695764816513243 0.0018225916521623733 0.0039730638731271034 0.002779594059296263 0.0066840977991204868 0.011944217663258315 0.0049215522769372917 0.0051726029743440448 -4.6646814875400081e-05 0.0036195418870192952
leaf_weight=37 97 58 24 31 39 22 95 22 114 166 23 268 38 21 36 22 32 529 23 20 201 20 24 30 922 20 32 40 83 32
leaf_count=37 97 58 24 31 39 22 95 22 114 166 23 268 38 21 36 22 32 529 23 20 201 20 24 30 922 20 32 40 83 32
internal_value=0 0.00382506 0.00334068 0.00397366 0.0068435 0.00566777 0.00638999 0.0069025 0.00582758 0.00493862 0.00325525 0.00350341 0.00706424 0.00711514 0.00675093 0.00751547 0.00764005 0.00754479 0.00742895 0.00760833 0.00770717 0.00668569 0.00811539 0.00474159 0.00684255 0.00850274 0.00749054 0.00158317 0.00205715 0.00097351
internal_weight=0 773 676 497 2348 148 126 2309 302 188 349 326 2007 1969 1031 938 901 879 847 794 774 221 553 53 1010 88 68 179 155 115
internal_count=3121 773 676 497 2348 148 126 2309 302 188 349 326 2007 1969 1031 938 901 879 847 794 774 221 553 53 1010 88 68 179 155 115
is_linear=0
shrinkage=0.1


Tree=8333
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 2 34 4 1 52 52 4 47 475 151 2 457 13 31 12 131 475 47
split_gain=6.13686 1.01242 0.61639 0.576166 0.379835 0.316201 0.218471 0.215105 0.209572 0.184564 0.168043 0.153434 0.130081 0.132371 0.109829 0.10421 0.085732 0.0768109 0.0754743 0.0733056 0.0653787 0.063884 0.0637534 0.0628309 0.0569655 0.05587 0.0539669 0.0492706 0.0486841 0.0533498
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.091265000000000013 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.086920000000000011 -0.56176499999999996 0.31359500000000001 -0.50690499999999983 0.090100000000000013 -0.088274999999999978 -0.088784999999999989 0.086000000000000007 0.083570000000000019 -1.0000000180025095e-35 -0.077289999999999984 0.10061500000000002 0.09031500000000002 -0.08230999999999998 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 19 6 8 12 11 26 -5 15 13 25 -15 17 -13 18 -1 21 -20 -3 -17 28 -16 -4 -6 -2 -18 -30
right_child=1 2 7 10 9 -7 -8 -9 -10 -11 -12 16 -14 14 24 22 23 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00060802789610075916 0.00050856879074583008 0.00031727802051209852 0.00016588379382844782 0.00042412836375095 0.00048366810811130352 0.00031915437338837224 0.00028550612612390048 0.00030535644139437115 0.00057795470772636318 0.00024380335137585171 0.00025501129599357376 0.00054593564417709144 9.0262248991448334e-05 0.00031791615668529024 0.00013634650220578927 0.00046992678284462654 0.00051812952952574117 0.00041278814892005715 0.00041086975071165296 0.00033333014146717007 0.00050386164820391424 0.00021770791137101442 0.00036961547229691865 0.00036401105001992925 0.00026093614726813456 2.767043339067916e-05 0.00038243699636237292 0.00040116412686853626 0.00044492244572367937 0.00051498871320992512
leaf_weight=26 52 29 22 37 41 48 22 37 84 26 58 38 99 32 43 386 43 37 30 32 935 170 26 31 21 23 40 24 584 45
leaf_count=26 52 29 22 37 41 48 22 37 84 26 58 38 99 32 43 386 43 37 30 32 935 170 26 31 21 23 40 24 584 45
internal_value=0 0.000261149 0.000234765 0.000470564 0.000290961 0.000476654 0.00047996 0.000166195 0.000481849 0.00038754 0.000320878 0.000478147 0.00014474 0.000182991 0.000224124 0.000489945 0.000455221 0.000500504 0.000503779 0.000246225 0.000500971 0.000232218 0.000463596 0.000450317 0.000177227 9.52414e-05 0.000433677 0.000474652 0.000454299 0.000449935
internal_weight=0 691 615 2430 338 2335 2287 277 2265 107 95 2181 240 141 96 1440 741 1028 991 231 965 199 412 703 64 45 81 76 672 629
internal_count=3121 691 615 2430 338 2335 2287 277 2265 107 95 2181 240 141 96 1440 741 1028 991 231 965 199 412 703 64 45 81 76 672 629
is_linear=0
shrinkage=0.00196078


Tree=8334
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 4 3 2 159 11 2 1 2 4 1 43 0 131 12 3 4 1 15 2 13 43 11 0 131 3
split_gain=7.78764 1.22649 0.77365 0.688055 0.58721 0.425075 0.396681 0.311068 0.295209 0.228716 0.206269 0.193611 0.181399 0.203803 0.12282 0.119815 0.116376 0.115162 0.105831 0.0877205 0.0905166 0.127934 0.0898597 0.0853716 0.0812491 0.0789546 0.0772664 0.0732055 0.0715333 0.0650211
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 -0.022174999999999997 0.14122000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.091265000000000013 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.086920000000000011 -0.20207499999999998 -0.23194499999999998 0.086835000000000009 0.085355000000000014 -0.11171999999999999 -0.0073899999999999999 0.086920000000000011 -0.12255999999999999 0.31358000000000003 -0.078704999999999983 -0.016814999999999997 0.081365000000000007 -0.06563999999999999 0.091440000000000007 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 6 7 27 9 -4 10 14 -5 13 29 16 -11 -1 23 -16 25 -21 22 -22 -14 -24 -12 -17 -3 -2 -10
right_child=1 2 8 11 -6 -7 -8 -9 12 15 19 -13 17 -15 18 26 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070400440517593831 0.00056459300499549908 0.00055239271762588934 0.00037755198358118444 0.00048324967065295406 0.00025754455105984599 0.00028561052413807452 0.00026456994080060233 0.00036377827982079288 0.00021970839150633442 0.00048382709520333294 0.00051321104534116449 0.00030064337289165897 9.7675855950938955e-05 0.00015002876664624792 0.00044516383537607999 0.00070003470511445553 0.00055295142748314316 0.00022150789459738981 0.0005297781370101393 0.00052978004413891484 0.00059044647539079867 0.00033205361050717971 0.00053415772907812659 -4.9651211416394465e-05 0.00045645014921492276 0.00034934238728759516 0.00059824212405485734 0.00042536729331469643 0.00042660748987805605 0.0003650336768236509
leaf_weight=20 52 53 26 34 205 27 37 41 20 24 20 65 62 95 68 45 1004 22 346 364 33 20 76 20 162 26 79 26 20 29
leaf_count=20 52 53 26 34 205 27 37 41 20 24 20 65 62 95 68 45 1004 22 346 364 33 20 76 20 162 26 79 26 20 29
internal_value=0 0.000284555 0.000255306 0.00052349 0.00032063 0.000530222 0.000432116 0.000533059 0.000178778 0.000536094 0.000530936 0.000363357 0.000157939 0.000203006 0.000544379 0.000610639 0.000555902 9.5539e-05 0.00051588 0.000503358 0.00050917 0.000483391 0.00049456 6.17424e-05 0.000481264 0.00042059 0.000635183 0.000510587 0.000526264 0.000305717
internal_weight=0 667 595 2454 321 2355 116 2328 274 2287 2139 99 248 144 1438 148 1024 104 414 701 655 291 271 82 238 46 124 79 72 49
internal_count=3121 667 595 2454 321 2355 116 2328 274 2287 2139 99 248 144 1438 148 1024 104 414 701 655 291 271 82 238 46 124 79 72 49
is_linear=0
shrinkage=0.00196078


Tree=8335
num_leaves=31
num_cat=0
split_feature=1 155 1 12 0 150 4 44 4 1 2 13 3 1 3 4 14 49 483 16 13 48 11 52 11 43 3 13 4 16
split_gain=0.519946 0.123141 0.0831872 0.0640479 0.0483083 0.0480969 0.0387901 0.0384801 0.0415441 0.0390776 0.0373022 0.035961 0.0406475 0.0346735 0.0334252 0.0415799 0.031986 0.0294569 0.0339487 0.0490888 0.0489724 0.0628687 0.0287193 0.0340131 0.0362499 0.0280427 0.118455 0.0288925 0.0267164 0.0263592
threshold=0.10124500000000002 0.11245500000000001 0.13075500000000004 0.085635000000000003 0.18019500000000002 0.083250000000000005 0.36766000000000004 1.0000000180025095e-35 0.042705000000000007 0.083345000000000016 0.13913500000000004 -0.28558999999999996 0.0068900000000000012 0.093400000000000025 0.086245000000000016 -0.49013999999999996 -0.22253999999999999 -0.088694999999999982 0.085510000000000017 -0.42170999999999997 -0.0075049999999999987 0.084670000000000009 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 -0.14792499999999997 -0.10831999999999999 0.0036400000000000004 -0.010384999999999998 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 16 7 28 11 8 10 -10 14 -4 -13 -11 22 -16 -2 -18 19 -19 -21 -22 25 24 -24 -1 -27 -28 -5 -17
right_child=1 -3 6 5 -6 -7 -8 -9 9 13 -12 12 -14 -15 15 29 17 18 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0084923957572168411 0.0057974782495243153 0.0079541558493281522 0.00077186908663040218 0.008503187853429052 0.0026844973601068238 0.001363905833568424 0.00091041468014959627 0.010846564002955954 0.0062839083513743267 0.0002825315364382484 0.0026943045202642681 0.002275312692604373 0.0074838098003378803 0.0053215985989987129 0.0079015076093907882 0.005189718359794755 0.0056842123445890406 0.004138778004642219 0.0057901601090894214 0.0025464551057666541 -0.0053692232463103924 0.0015799096211170157 0.013069885522903255 0.0057259337183226044 0.0083569320178974206 0.00080997037406515095 0.0071898179518599427 0.0057356945321500458 0.0055452790102725365 0.0010604861134197562
leaf_weight=124 46 66 31 45 28 21 147 24 257 22 20 29 31 36 42 52 34 73 28 74 23 30 24 27 51 31 1437 151 95 22
leaf_count=124 46 66 31 45 28 21 147 24 257 22 20 29 31 36 42 52 34 73 28 74 23 30 24 27 51 31 1437 151 95 22
internal_value=0 0.00382322 0.00343759 0.0042103 0.00681333 0.00582663 0.00191488 0.00686316 0.00682152 0.00575479 0.00699114 0.00353747 0.00496637 0.00341023 0.00703496 0.00538844 0.00336541 0.0029384 0.00252894 0.00207237 0.000884589 -0.00143575 0.00713849 0.00876942 0.00986508 0.00704304 0.00693204 0.00705155 0.00649604 0.00396211
internal_weight=0 773 707 469 2348 161 238 2320 2296 315 1981 91 60 58 1961 116 308 262 228 200 127 53 1845 102 75 1743 1619 1588 140 74
internal_count=3121 773 707 469 2348 161 238 2320 2296 315 1981 91 60 58 1961 116 308 262 228 200 127 53 1845 102 75 1743 1619 1588 140 74
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=31
num_cat=0
split_feature=1 4 9 2 2 376 3 123 2 130 149 4 13 4 159 1447 401 1446 0 475 52 0 1 12 50 4 13 13 13 3
split_gain=0.427188 0.068461 0.0548828 0.0547949 0.0518022 0.04319 0.0449079 0.0422737 0.0401795 0.0372972 0.0369282 0.0325813 0.0433887 0.0301793 0.0320025 0.0356202 0.0303933 0.0285791 0.0282562 0.0278192 0.0302255 0.0355626 0.0352221 0.0281821 0.0276508 0.0260339 0.0900936 0.0343765 0.0530593 0.0378902
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.25063000000000007 0.098630000000000009 0.083785000000000012 0.149315 0.08592000000000001 -0.13033999999999998 -0.054924999999999995 0.07770500000000001 -0.008819999999999998 -1.0000000180025095e-35 -0.082249999999999976 -0.085489999999999997 -0.085539999999999991 1.0000000180025095e-35 0.037915000000000011 -0.10474999999999998 -0.082014999999999991 -0.56176499999999996 -0.026509999999999995 0.099400000000000002 0.11734000000000001 0.11875500000000001 -0.079329999999999984 -0.091054999999999983 -0.051094999999999995 -0.086919999999999983 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 10 8 6 9 19 -4 -2 -3 12 -11 14 -10 -16 17 24 -8 -6 -21 22 23 -22 25 26 -15 28 -28 -29
right_child=1 3 4 -5 7 -7 18 -9 13 11 -12 -13 -14 16 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0017568643321283163 0.0012203830189537258 0.001887926932910557 0.0029527274906701807 -0.0027375475173660865 0.0075914792509542573 0.00059403245541034266 0.0037392402841803802 0.00145205672431205 0.010180702342962226 0.0054427841817960149 0.0061772295189174743 0.0045227527281127148 0.010456555622762868 -0.0016068868502043189 0.0030591371973666057 0.0070061886038137221 0.0073906903280680216 0.0072739557734319386 -0.0006847184828736566 0.0087493434596462583 0.0062662396227006287 0.0031798438562135045 0.0035469298182579227 0.0036206538811266579 0.0034723596982657911 0.0060805976781883883 0.0068101264303550126 0.005465561030027659 1.116363247009841e-05 0.010511330379681154
leaf_weight=30 20 229 35 24 54 32 42 28 30 45 22 90 28 20 24 483 166 143 22 23 281 85 80 47 50 874 24 46 22 22
leaf_count=30 20 229 35 24 54 32 42 28 30 45 22 90 28 20 24 483 166 143 22 23 281 85 80 47 50 874 24 46 22 22
internal_value=0 0.0029471 0.00600898 0.00182739 0.00605926 0.00405074 0.00449858 0.00524558 0.0063102 0.00529598 0.00226388 0.00579605 0.00736587 0.00637192 0.00700713 0.00681935 0.00612239 0.00594709 0.0022185 0.00543193 0.00520593 0.00504062 0.00542828 0.00588715 0.00576775 0.00588161 0.0045837 0.00566977 0.00355845 0.00709802
internal_weight=0 554 2567 275 2537 279 247 598 1939 183 251 163 73 1904 537 507 1367 1201 64 570 516 493 408 328 1058 1008 134 114 46 68
internal_count=3121 554 2567 275 2537 279 247 598 1939 183 251 163 73 1904 537 507 1367 1201 64 570 516 493 408 328 1058 1008 134 114 46 68
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=31
num_cat=0
split_feature=1 2 2 12 0 97 4 2 1 2 2 14 2 50 2 150 9 4 14 4 2 13 15 1 3 403 4 475 51 1
split_gain=8.34648 1.09243 0.814812 0.769315 0.491064 0.421084 0.356963 0.273445 0.258331 0.209687 0.196118 0.189359 0.180518 0.175871 0.164614 0.138152 0.134529 0.131072 0.133492 0.116997 0.11622 0.108659 0.104747 0.104546 0.100165 0.123591 0.100006 0.0989074 0.0987373 0.0880346
threshold=0.10752500000000002 0.14285500000000004 0.099515000000000006 0.085055000000000006 -0.13027499999999997 -0.0047149999999999996 0.27044500000000005 0.15109000000000003 0.089625000000000024 -1.0000000180025095e-35 -0.0091949999999999983 0.062655000000000016 0.10774000000000002 0.041865000000000006 0.090425000000000019 1.0000000180025095e-35 0.08925000000000001 -0.033174999999999989 -0.46166999999999997 -0.55119499999999988 0.091265000000000013 -0.14179999999999995 -0.081924999999999984 0.12765500000000005 -0.12018999999999998 0.07955000000000001 -0.0070899999999999991 -0.066784999999999983 -0.065634999999999985 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 15 -1 23 21 11 -2 16 19 -11 22 -12 -4 -10 -14 -19 -7 24 -6 29 26 25 -21 -5 -23 -20 -3
right_child=1 13 4 6 7 8 -8 -9 10 12 14 -13 17 -15 -16 -17 -18 18 28 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00027519270449000247 0.0001900624788410733 0.00017815484444895128 0.00041380968905286865 0.00058427681428155093 0.00037179234777651139 0.00071252871767368191 0.00028636064914496341 0.00028044489589732846 0.00027112267290552454 0.00044006636480528063 0.00054624634579333105 0.00066687933731134508 0.00041605946588038585 0.00025362423610465686 0.00041058960910596222 0.00026078036983318649 0.0004985472191736906 0.00037489593637729778 0.0001029782601650439 0.00040293694891202519 0.00053371895197689475 0.0005830386595415232 -3.0477781528211351e-05 0.00036554839160446277 0.00057854058847556298 0.0006047499457410738 0.00045633646520608931 0.00050277442380222454 0.00025329792592935368 4.3940426209230394e-05
leaf_weight=20 93 42 48 48 21 21 44 21 20 31 291 77 23 30 39 43 20 30 20 28 347 71 24 20 1094 20 46 350 105 34
leaf_count=20 93 42 48 48 21 21 44 21 20 31 291 77 23 30 39 43 20 30 20 28 347 71 24 20 1094 20 46 350 105 34
internal_value=0 0.000280663 0.000539637 0.000325516 0.000473177 0.000558261 0.000436377 0.000499058 0.000561154 0.000267516 0.000514498 0.000572031 0.000301982 0.000121952 0.000530214 0.000341499 0.000384835 0.000277933 0.000257437 0.000567195 0.000565145 0.000509444 8.24501e-05 0.000494278 0.000574694 0.000487026 0.000521668 0.000516311 0.000229247 0.000118112
internal_weight=0 590 2531 460 554 1977 158 463 1957 302 370 1587 209 130 330 91 40 178 155 1510 1489 442 100 114 1142 48 94 421 125 76
internal_count=3121 590 2531 460 554 1977 158 463 1957 302 370 1587 209 130 330 91 40 178 155 1510 1489 442 100 114 1142 48 94 421 125 76
is_linear=0
shrinkage=0.00196078


Tree=8338
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 1 3 3 14 12 4 1 49 1 3 1 0 1 0 47 12 2 52 4 16 1429 2
split_gain=10.3655 1.68822 1.12239 0.877656 0.62309 0.616072 0.39279 0.286563 0.285024 0.269054 0.362104 0.265646 0.248445 0.187887 0.281401 0.214502 0.154061 0.185927 0.148289 0.13556 0.123014 0.11689 0.111824 0.110975 0.0805047 0.0756319 0.104342 0.105154 0.115722 0.0881242
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.14122000000000004 0.10672500000000001 0.077845000000000011 0.30112000000000005 0.084940000000000015 0.062655000000000016 -0.42850999999999995 -0.013514999999999998 0.086920000000000011 -0.0060549999999999988 0.085760000000000017 -0.11171999999999999 0.13075500000000004 -0.23001499999999997 0.11588000000000001 -0.094299999999999981 0.090100000000000013 0.090285000000000018 0.15609500000000001 0.40674500000000008 -0.50940999999999981 0.013515000000000001 0.083810000000000009 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 11 13 20 -5 10 18 16 -11 21 23 -16 25 -18 -4 -19 -6 -7 -3 -15 -14 26 -1 29 -29 -28
right_child=1 2 9 8 7 6 -8 -9 -10 12 -12 -13 24 14 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00082065454300712134 0.00065525880031125784 0.00034272952605965396 0.0003651508456400407 0.00063468947620535425 0.00068472340045606385 0.00077761843930402349 0.00042830953790504698 0.00038398068933899883 0.00040012987361785264 0.00029556059323932284 0.00044747224175528937 0.00080745025248673804 0.00014804480589076266 0.00066064334826504889 0.00031413815872710383 0.0005917900997926207 0.00046179519053183345 0.00050857091498801772 0.0002093206782892587 0.00066320954250989324 0.0005229968340780787 0.0006443835030832774 0.00046802111878516334 0.00058468545273931743 5.3277313617952902e-07 0.00058776717754750469 0.00072588106506396262 0.00066892550443697679 0.0005089245908558856 0.00068292581093406515
leaf_weight=24 74 190 30 28 40 27 41 30 69 34 44 62 33 116 23 20 20 23 108 416 33 406 32 204 25 27 267 63 24 588
leaf_count=24 74 190 30 28 40 27 41 30 69 34 44 62 33 116 23 20 20 23 108 416 33 406 32 204 25 27 267 63 24 588
internal_value=0 0.000375854 0.000341336 0.000650617 0.000419269 0.000658158 0.000615469 0.000545313 0.000467838 0.000248897 0.000292582 0.000681759 0.000162477 0.000625109 0.000592208 0.000443279 0.000676392 0.000646685 0.000243197 0.000655108 0.000611614 0.000652691 0.00036079 0.00061222 8.4462e-05 0.000690123 0.000692984 0.000689732 0.000624787 0.00069634
internal_weight=0 673 599 2448 325 2351 837 103 97 274 182 1514 92 796 363 43 1452 459 138 439 73 433 222 320 58 993 966 942 87 855
internal_count=3121 673 599 2448 325 2351 837 103 97 274 182 1514 92 796 363 43 1452 459 138 439 73 433 222 320 58 993 966 942 87 855
is_linear=0
shrinkage=0.00196078


Tree=8339
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 14 4 2 1 49 0 1 1 15 11 47 124 1 14 50 15 4 1 12 15
split_gain=19.9687 2.93721 1.70583 1.41498 1.22687 0.848742 0.776663 0.755479 0.695698 0.693591 0.634216 0.613316 0.409338 0.262596 0.254142 0.22915 0.195766 0.187103 0.183345 0.177245 0.170244 0.163825 0.154773 0.132602 0.129075 0.138022 0.126744 0.251825 0.125512 0.123312
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.09253500000000002 1.0000000180025095e-35 0.13754500000000003 0.062655000000000016 -0.17966999999999997 0.091265000000000013 0.086920000000000011 -0.054984999999999992 -0.097024999999999986 0.16175000000000003 0.11414000000000001 -0.086849999999999997 1.0000000180025095e-35 0.091680000000000011 -0.081214999999999982 0.13075500000000004 0.097795000000000007 0.041865000000000006 -0.090344999999999995 -0.0092149999999999992 0.086920000000000011 0.090285000000000018 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 6 9 21 18 -8 10 12 -10 13 -4 -2 29 24 -13 -1 26 -16 -3 -5 -12 25 -6 -14 28 -28 -15
right_child=1 4 5 22 16 -7 8 -9 11 -11 23 17 19 15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00072477269828449408 0.00042331835154987049 0.00021206477251409074 0.00074547683484036179 0.00034526416611875972 9.5958688990304281e-05 0.00035544648734209315 0.0006191327301115772 0.00034014565463125722 0.00062617227654246724 0.00044546195182003666 0.00092208360959327394 0.00032365386411462808 0.0006855659423421202 0.00066039135595442184 0.00071991519303845123 0.0007033946802695683 -0.00012847249512234571 0.00019976381606371684 0.0005330088004534009 0.00077353159763113733 0.0005727731545686959 5.0064838095530076e-05 0.00015895432926519632 0.00074015020520663724 0.00020150774848811767 -9.9808027403995255e-05 0.00071165024028981439 0.00041865502812844866 0.00061846607920778543 0.00045947621460833577
leaf_weight=36 23 48 1023 60 45 26 30 69 20 37 67 99 381 23 62 359 21 89 41 60 59 48 24 20 25 20 80 20 182 24
leaf_count=36 23 48 1023 60 45 26 30 69 20 37 67 99 381 23 62 359 21 89 41 60 59 48 24 20 25 20 80 20 182 24
internal_value=0 0.00031331 0.000694672 0.000494278 0.000220589 0.000707708 0.000279941 0.000489145 0.000339992 0.000711732 0.000716132 0.000299732 0.000709496 0.000728732 0.000612255 0.00068654 4.19978e-05 0.000265004 0.000622665 0.000671478 0.000648168 0.000131065 0.000292033 0.00088026 8.17742e-05 3.57228e-05 0.000662242 0.00063073 0.000646919 0.000557796
internal_weight=0 673 2448 228 445 2302 334 146 238 2276 2239 208 2152 1429 144 406 111 188 77 723 121 96 84 87 90 65 663 282 262 47
internal_count=3121 673 2448 228 445 2302 334 146 238 2276 2239 208 2152 1429 144 406 111 188 77 723 121 96 84 87 90 65 663 282 262 47
is_linear=0
shrinkage=0.00196078


Tree=8340
num_leaves=31
num_cat=0
split_feature=1 4 123 150 2 44 4 457 2 149 1 158 3 0 0 4 16 13 160 1 160 4 0 0 51 43 3 157 51 0
split_gain=0.542353 0.0793682 0.0668838 0.0537055 0.0528136 0.0480428 0.0567037 0.0493121 0.0341885 0.0340347 0.0296914 0.0293644 0.0307787 0.0289045 0.0388736 0.025838 0.0417144 0.0246708 0.0374775 0.0431724 0.0374096 0.0383424 0.0395646 0.0973516 0.0317959 0.0296498 0.0393053 0.0287886 0.0518671 0.0250694
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.084680000000000019 0.25063000000000007 0.081805000000000017 0.042705000000000007 0.29113500000000009 0.13913500000000004 0.07770500000000001 0.11910500000000002 0.080695000000000003 -0.14186499999999996 -0.026509999999999995 -0.13843999999999998 0.056795000000000005 -0.050529999999999999 -0.085384999999999975 -0.089549999999999991 0.090475000000000014 -0.55248999999999981 -0.076229999999999978 -0.10474999999999998 -0.14832499999999996 -0.18912999999999996 -0.083434999999999995 -0.096099999999999977 -0.087424999999999989 -0.085534999999999986 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 9 6 7 8 17 10 -3 12 -8 14 -2 16 -14 18 -1 27 -19 24 23 -23 -22 -24 -27 -20 -29 -30
right_child=1 4 -4 -5 -6 -7 11 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 20 19 -21 21 22 25 -25 -26 26 -28 28 29 -31
leaf_value=0.0095079464000943862 0.0026800985137621566 0.0039465022028183959 0.004440050750466374 0.0023329049928955698 -0.0023921930153543752 0.010976574814412743 0.0019165530895676325 0.0023021175102754077 0.0029477359162410725 0.0062748862557451841 0.0014324919578470748 0.0072153319311367469 0.0064939921553146141 0.0027263110565185988 0.006665159132357542 0.0059860896175592138 0.00046555398439522837 0.002611247912718682 0.0039507954691847171 0.0028812160970465767 0.011046183421664562 0.0067108008502559232 0.0076424137022708801 -0.0017035435279831293 0.0073478860120733168 0.0018971749045886101 0.0064266882269198057 0.012150556515902281 0.010394589568918143 0.0071536696412263737
leaf_weight=95 30 66 120 82 24 28 27 22 20 22 163 89 22 34 133 193 24 20 21 21 24 44 219 20 741 20 455 25 26 291
leaf_count=95 30 66 120 82 24 28 27 22 20 22 163 89 22 34 133 193 24 20 21 21 24 44 219 20 741 20 455 25 26 291
internal_value=0 0.00329506 0.00674507 0.00448338 0.00208946 0.0068581 0.00681043 0.00701122 0.00706196 0.00251798 0.00215705 0.00564301 0.00511693 0.0053785 0.00593171 0.00547848 0.00334872 0.00710265 0.00772958 0.00728962 0.00690803 0.00696446 0.0064604 0.00408132 0.00746391 0.00667979 0.00623597 0.00754465 0.00776532 0.00741949
internal_weight=0 554 2567 279 275 2447 2419 2064 2042 251 229 355 266 197 163 239 46 2022 479 384 1543 1523 758 64 765 694 475 363 342 317
internal_count=3121 554 2567 279 275 2447 2419 2064 2042 251 229 355 266 197 163 239 46 2022 479 384 1543 1523 758 64 765 694 475 363 342 317
is_linear=0
shrinkage=0.1


Tree=8341
num_leaves=31
num_cat=0
split_feature=1 3 39 4 457 9 14 123 2 40 14 0 4 0 12 480 4 3 159 49 3 52 156 15 0 1 96 124 47 43
split_gain=0.439306 0.0702377 0.0578169 0.057445 0.0462182 0.0438726 0.0456339 0.0394508 0.0384673 0.0382322 0.0318614 0.0315634 0.0570683 0.0424639 0.0316253 0.0344131 0.0333426 0.0347017 0.033509 0.0320197 0.0284765 0.027729 0.0269744 0.0320952 0.0432247 0.024631 0.0215249 0.0363976 0.0312116 0.0307293
threshold=0.10920500000000001 0.31299000000000005 0.087735000000000021 0.27834500000000006 0.29113500000000009 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.11474000000000002 0.0046150000000000002 -0.10708499999999999 -0.13027499999999997 0.0033150000000000007 -0.16360999999999995 0.090165000000000009 -0.03031 -0.51843499999999987 0.10299500000000002 0.12283500000000001 0.12497000000000001 -0.13927999999999999 0.0060650000000000009 0.10272000000000002 -0.037864999999999989 -0.062764999999999974 0.091900000000000023 0.084000000000000019 1.0000000180025095e-35 1.0000000180025095e-35 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 -1 7 9 -2 10 -7 12 13 -12 16 -16 -13 18 20 -17 -18 -3 23 24 -10 -22 27 28 29 -4
right_child=1 21 26 -5 -6 6 -8 -9 22 -11 11 14 -14 -15 15 19 17 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021073912718118384 0.0055138969131061158 -0.00030608874288960719 0.0011726601226255298 0.0032028053533662499 0.0020336334490113788 0.0095667777004940762 0.0084218389986072794 0.0040234548186292947 0.0047015809328192571 0.0023413134571164847 0.0045878144335734696 0.0098331509376293983 0.0071398217929527167 -0.0014916006475687027 0.0018700052898133264 0.0061015481662415657 0.0039493703090010971 0.0029488411373817004 0.010601235606840679 0.0034218567175830304 0.0065841463190764215 0.0030491322165794883 0.0064760675498594837 -0.00076263336889931688 -0.0002346977843747785 0.0094445819771217729 -0.00051358745050882656 -0.00026260472948385591 0.0069526021191406821 0.0055257893128631023
leaf_weight=26 147 78 50 68 27 29 92 84 68 25 27 32 40 20 21 870 40 26 21 47 1041 36 21 23 24 31 28 34 21 24
leaf_count=26 147 78 50 68 27 29 92 84 68 25 27 32 40 20 21 870 40 26 21 47 1041 36 21 23 24 31 28 34 21 24
internal_value=0 0.00296555 0.00353869 0.00607056 0.00614859 0.00619354 0.00623697 0.00615158 0.00439249 0.00623033 0.00627364 0.00623054 0.00436358 0.00200083 0.00630684 0.00587254 0.00664887 0.00656096 0.00664385 0.0059642 0.00656911 0.000753455 0.00318038 0.00257856 0.00341386 0.00666686 0.00199967 0.00254518 0.00355007 0.00258449
internal_weight=0 554 440 2567 2499 2472 2446 2354 283 2270 2245 2216 87 47 2129 938 1191 1159 1133 917 1112 114 136 115 92 1072 157 129 95 74
internal_count=3121 554 440 2567 2499 2472 2446 2354 283 2270 2245 2216 87 47 2129 938 1191 1159 1133 917 1112 114 136 115 92 1072 157 129 95 74
is_linear=0
shrinkage=0.1


Tree=8342
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 14 2 1 2 4 0 15 4 3 0 0 40 4 4 0 4 157 16 15 16 1 47 14
split_gain=12.5954 2.24696 1.22849 1.09851 0.793118 0.570956 0.4077 0.394742 0.367445 0.330716 0.320745 0.299804 0.251684 0.313051 0.243945 0.219211 0.210667 0.204764 0.145503 0.143386 0.141511 0.135957 0.128483 0.208477 0.123239 0.188338 0.115273 0.162665 0.113817 0.131978
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.17025000000000004 0.062655000000000016 0.13913500000000004 0.09253500000000002 0.11474000000000002 0.40945500000000007 -0.11173999999999999 -0.10469999999999999 0.27834500000000006 0.30112000000000005 -0.15202999999999997 -0.07929499999999999 -1.0000000180025095e-35 -0.020529999999999996 -0.012509999999999999 0.18019500000000002 -0.39518999999999993 -0.077609999999999985 -0.12029499999999999 -0.048699999999999993 0.18438500000000005 0.081670000000000006 0.090100000000000013 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 7 11 8 12 -5 -6 15 13 -1 16 18 -7 -14 -4 -15 21 22 26 -24 -18 -26 -19 -28 29 -3
right_child=1 2 6 9 10 14 -8 -9 -10 -11 -12 -13 17 19 -16 -17 24 20 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00079978436304658075 0.00069082736857504546 0.0004419303386372266 0.00029880175813695427 0.00062104831906218154 0.00061316866688277002 0.00081342499630123963 8.3781698682820925e-05 0.00083012198172453474 0.0004234564092521574 0.00037971646688119348 0.000362861977656952 0.00021397285611459744 0.00071088375746355568 0.00065640123122755211 0.00040946737454230727 0.00018982293126596647 0.00064665598140879385 0.00085614509442273308 0.00048461211811304364 0.00045616972284456261 0.00057931843153156113 0.00051813176157427772 0.00047588907843099142 0.00067606858715153349 0.00059346003490712165 0.00038768989746184912 0.00056608896854704884 0.0007493725235288148 0.00045668191399753972 0.00030776969362260917
leaf_weight=20 76 34 26 34 81 20 54 78 20 61 26 132 1178 20 23 22 137 25 43 44 63 20 21 421 118 20 24 83 32 165
leaf_count=20 76 34 26 34 81 20 54 78 20 61 26 132 1178 20 23 22 137 25 43 44 63 20 21 421 118 20 24 83 32 165
internal_value=0 0.00037276 0.000333454 0.000672773 0.000412789 0.000681182 0.000236649 0.000693357 0.000687855 0.000466088 0.000552346 0.000273667 0.000690611 0.000585657 0.000603963 0.000360256 0.000619127 0.000695415 0.000414597 0.000518742 0.00066768 0.000677052 0.000682589 0.000666558 0.000604996 0.000563638 0.00073627 0.000708262 0.000348145 0.000330692
internal_weight=0 691 615 2430 338 2335 277 2017 1939 95 107 223 1919 84 318 91 295 1835 69 64 657 594 574 442 275 138 132 107 231 199
internal_count=3121 691 615 2430 338 2335 277 2017 1939 95 107 223 1919 84 318 91 295 1835 69 64 657 594 574 442 275 138 132 107 231 199
is_linear=0
shrinkage=0.00196078


Tree=8343
num_leaves=31
num_cat=0
split_feature=1 3 4 4 376 2 3 457 456 13 2 0 49 4 16 12 15 1444 4 160 14 0 475 3 156 160 12 1 4 3
split_gain=0.418634 0.0659589 0.0542554 0.0514338 0.0535259 0.057342 0.0426959 0.0620867 0.0533817 0.0413178 0.0405841 0.0462705 0.0404326 0.0391949 0.0442948 0.0377498 0.0297796 0.0279738 0.0448528 0.0252107 0.0241961 0.0241451 0.0237853 0.0240716 0.0293029 0.0240577 0.0230393 0.023036 0.0297324 0.0230097
threshold=0.10920500000000001 0.31534000000000006 0.27834500000000006 0.41257000000000005 0.080200000000000007 0.10045500000000002 -0.07359499999999998 0.29113500000000009 0.060100000000000008 -0.47860499999999995 -0.0091949999999999983 -0.068944999999999992 0.14705000000000004 -0.04890499999999999 -0.059624999999999991 1.0000000180025095e-35 -0.15914499999999995 -0.083894999999999983 -0.51843499999999987 -0.54200499999999985 -0.47071999999999997 -0.09595999999999999 -0.091889999999999986 0.11296500000000002 0.10441500000000002 0.0030550000000000004 0.093765000000000015 0.096475000000000019 -0.0052149999999999992 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 26 15 8 10 -3 11 -8 19 -7 -15 -1 -17 -18 -19 -12 -5 -22 -21 24 25 -24 -2 28 -27 -23
right_child=1 9 -4 20 -6 13 7 -9 -10 -11 12 -13 -14 14 -16 16 17 18 -20 22 21 29 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0029266316697678786 0.0080507225829933304 0.0020687872295043078 0.0031668062019782478 0.0054197520995512604 0.00068322814832855433 0.006443664675642705 0.0055237689404748387 -0.00014459647238254547 0.010471841870319278 -0.0023634033965539529 0.008854627454653383 -0.00082535963526672931 0.0016401661117561161 0.0037615097795302673 -0.00099837747181701509 0.0091869220745542813 0.0027380474652587018 0.010919941695673126 0.0062703399534230269 0.0088233253325928334 0.0034821758122200626 0.003465449079629724 0.0053889842871672989 0.002853296181252297 0.001901188064366579 0.010442538286248844 0.005230099627148513 0.0046902416320517663 0.0065161141390422854 0.00012375815321916136
leaf_weight=33 48 58 68 20 36 29 24 20 21 33 25 22 25 60 29 36 22 21 1723 22 54 27 338 33 20 30 73 30 54 87
leaf_count=33 48 58 68 20 36 29 24 20 21 33 25 22 25 60 29 36 22 21 1723 22 54 27 338 33 20 30 73 30 54 87
internal_value=0 0.00292274 0.00595381 0.00340648 0.00427793 0.0048194 0.00602965 0.00534251 0.00551291 0.000461509 0.00534576 0.00248723 0.00557365 0.00325088 0.00221054 0.00627829 0.00633967 0.00628163 0.00632633 0.0057518 0.00213174 0.00174031 0.0056046 0.00546438 0.00564694 0.00581268 0.00634902 0.00706889 0.00791841 0.000915211
internal_weight=0 554 2567 463 275 239 2499 664 644 91 623 46 577 118 89 1835 1802 1766 1744 552 188 168 527 505 472 452 121 114 84 114
internal_count=3121 554 2567 463 275 239 2499 664 644 91 623 46 577 118 89 1835 1802 1766 1744 552 188 168 527 505 472 452 121 114 84 114
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 4 2 4 2 14 15 47 47 1 50 51 1 1 0 16 4 49 3 4 16 151 3
split_gain=12.319 1.43187 1.26233 0.779213 0.743867 0.586819 0.508048 0.462659 0.418529 0.37749 0.277994 0.238294 0.224909 0.224491 0.168301 0.164152 0.136183 0.126647 0.126277 0.116403 0.111353 0.108853 0.13979 0.102738 0.0995029 0.0990641 0.130227 0.0881856 0.08937 0.0877806
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 -0.16363499999999997 0.10803500000000001 0.022185000000000003 0.11389000000000002 0.076175000000000007 0.13592500000000005 0.077555000000000013 0.091680000000000011 0.122715 0.041865000000000006 -0.10056999999999998 0.12958500000000003 0.12000500000000001 -0.11173999999999999 -0.43320999999999993 -0.046564999999999988 -0.085174999999999987 -0.13309499999999996 -0.10429499999999998 -0.090344999999999995 -0.059889999999999992 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 7 12 20 -5 19 13 14 21 25 18 24 -2 -7 -1 -9 -3 22 -4 -11 -10 -8 -27 -26 -29 -20
right_child=1 5 6 8 -6 17 10 9 15 23 -12 -13 -14 -15 -16 -17 -18 -19 29 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.00070152276871251128 0.00058260871717447148 0.00027684996169352648 0.00064441083859996626 0.00062997241202296514 0.00028885053875439055 7.5455431551420076e-05 0.00068883124787285331 0.00059534348813076489 0.00047242373965478851 0.00041970346533857724 0.00052345382009148734 0.00039705536469365613 0.00079263310120437046 0.00040878452433674946 0.0007401198440907048 0.00050848443390993589 0.00042652306704201999 0.00023183952398924085 0.00058696135135939697 0.00038865822349108903 0.00012088573359097428 0.00065702655761509354 0.00044205372054808114 0.00026953322148183122 0.00039416647757065283 0.00050027736946094646 0.00061897653068654552 0.00034213112606332191 0.00019289879405637019 0.00046503706769991654
leaf_weight=31 83 24 35 31 74 85 71 22 21 20 164 22 46 20 33 31 29 26 120 20 66 1166 21 141 42 38 548 36 27 28
leaf_count=31 83 24 35 31 74 85 71 22 21 20 164 22 46 20 33 31 29 26 120 20 66 1166 21 141 42 38 548 36 27 28
internal_value=0 0.000299041 0.000613665 0.000515772 0.000441401 0.000233498 0.000633253 0.000279494 0.000421771 0.000331374 0.000595884 0.000591294 0.000658038 0.00061343 0.000611451 0.000380662 0.000542194 0.000112086 0.00058773 0.000496922 0.000162476 0.000652971 0.000568527 0.000288188 0.000349213 0.00061966 0.000611279 0.000324571 0.000278174 0.000563895
internal_weight=0 590 2531 422 186 404 2109 293 188 203 841 234 1268 677 212 157 112 111 179 42 90 1222 56 161 126 657 586 105 63 148
internal_count=3121 590 2531 422 186 404 2109 293 188 203 841 234 1268 677 212 157 112 111 179 42 90 1222 56 161 126 657 586 105 63 148
is_linear=0
shrinkage=0.00196078


Tree=8345
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 42 2 14 2 4 16 1 2 1 3 4 97 2 11 52 49 1 50 4 3 43 47 1
split_gain=15.8667 2.4099 1.34373 1.16291 0.982496 0.832899 0.655302 0.53602 0.534406 0.508069 0.473702 0.371581 0.339509 0.299762 0.440361 0.219904 0.212447 0.200502 0.178796 0.160755 0.159904 0.155541 0.154918 0.15388 0.128541 0.121314 0.200368 0.118398 0.109032 0.10888
threshold=0.10508500000000001 -0.063814999999999997 -0.080389999999999989 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 -0.0060199999999999993 0.10497000000000002 0.062655000000000016 0.13404500000000005 -0.062539999999999984 -0.52595999999999987 0.086920000000000011 0.088125000000000023 0.15618500000000002 -0.14847999999999997 0.022185000000000003 -0.084074999999999983 0.11411 0.075910000000000019 0.039215000000000007 -0.054984999999999992 0.12958500000000003 0.041865000000000006 0.0033150000000000007 -0.091054999999999983 -0.080324999999999994 0.090280000000000013 0.13288500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 22 6 9 18 -1 23 13 12 -10 -7 -4 17 24 20 -15 -3 -5 -14 25 -2 -8 -6 26 -18 -9 -24 -13
right_child=1 4 5 19 15 10 8 27 11 -11 -12 29 16 14 -16 -17 21 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071935069619440573 0.00053284950558718795 0.00039858267976240037 0.00078937856061498583 0.00050890383681927631 0.00017703498227026481 0.00046803820130426568 0.00071389452875161375 0.00047467995079967238 0.00061230879700651362 0.00094323953939254562 0.00051139857664349536 0.00037541757833030803 0.00066880174711638808 0.00076088461899707297 0.00049612016774124598 3.7576344842789422e-05 0.0005481992987161605 0.0006162495643171268 0.00019724842290619557 0.00032928448832479125 0.00087353731301379074 0.00074535022921505024 0.0007793028761571316 0.00048870544442359144 0.00035348232991581723 0.00062670942557757777 0.0007500924208607004 0.00029207059255271568 0.00065937429374339528 0.00022757949561557988
leaf_weight=35 21 22 1244 30 57 21 28 43 25 71 49 148 20 364 29 34 23 41 74 53 55 211 55 20 22 116 106 20 62 22
leaf_count=35 21 22 1244 30 57 21 28 43 25 71 49 148 20 364 29 34 23 41 74 53 55 211 55 20 22 116 106 20 62 22
internal_value=0 0.000409809 0.000749753 0.00057761 0.000327765 0.000759135 0.000380545 0.000524795 0.00043473 0.000780773 0.000696162 0.000389109 0.000712563 0.000773899 0.000729529 0.000169427 0.000722234 0.000746243 0.000243388 0.000394207 0.000818941 0.000706328 0.000687918 0.000620066 0.000226172 0.000672721 0.000714096 0.000416709 0.000715751 0.000356286
internal_weight=0 673 2448 221 452 2350 339 98 243 1749 601 195 552 1678 434 113 531 405 96 83 75 456 138 48 79 245 129 63 117 170
internal_count=3121 673 2448 221 452 2350 339 98 243 1749 601 195 552 1678 434 113 531 405 96 83 75 456 138 48 79 245 129 63 117 170
is_linear=0
shrinkage=0.00196078


Tree=8346
num_leaves=31
num_cat=0
split_feature=1 4 2 0 2 150 2 1 14 4 0 2 149 43 4 1 151 4 15 13 3 0 133 12 401 12 41 11 47 0
split_gain=0.475716 0.0703771 0.0624004 0.054857 0.0467462 0.0450029 0.0441309 0.0424679 0.0363228 0.0321839 0.0401062 0.0352605 0.0300407 0.0297504 0.0379525 0.0278582 0.0273172 0.0326405 0.0268819 0.0257817 0.0345473 0.0257424 0.0302607 0.0327935 0.0252517 0.0268412 0.0249238 0.0366626 0.0237918 0.0226456
threshold=0.10920500000000001 0.27287000000000006 0.10252500000000002 -0.13027499999999997 0.25063000000000007 0.084680000000000019 -0.0091949999999999983 0.092845000000000025 0.062655000000000016 -0.49405499999999997 -0.033209999999999996 0.11411 0.07770500000000001 -0.51144999999999985 -0.55119499999999988 0.14262000000000002 0.009020000000000002 -0.0070899999999999991 -0.17952999999999997 0.10820000000000002 -0.12018999999999998 -0.13843999999999998 0.085635000000000003 0.092465000000000006 0.085605000000000014 -0.10022999999999999 0.079395000000000007 0.077290000000000011 0.087235000000000021 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -4 12 15 7 -1 13 -5 -11 -12 19 -8 -15 21 18 -18 28 20 -3 -2 23 -23 25 -22 27 -10 -16 -20
right_child=1 4 3 9 -6 -7 8 -9 26 10 11 -13 -14 14 16 -17 17 -19 29 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071379087947969965 0.0026059413409362047 0.0054925609364985459 0.0031465029708393245 0.0079889768086529016 -0.0022264831738236053 0.0022755931047069638 0.0032403896806779534 0.0023697790020997538 0.007923766397996931 0.0060417239922839257 0.0054285404882830337 0.0010483755778028247 0.0059226312505250636 0.010979308895766735 0.011510046216703597 0.0018708048970438541 0.0063058528764587318 0.0018552899674082605 0.005252375308444481 -0.0010471004740490268 0.0051037659384227099 0.0089519122861823897 0.0032440394395962359 0.0054707283543244216 -0.0014737866586074233 0.0016808462846610282 0.006078480947297067 0.013078730769286102 0.0071782587174311629 0.0067045458638884496
leaf_weight=31 26 31 92 60 24 82 26 47 37 272 40 34 22 20 21 24 45 26 115 24 28 43 31 73 20 126 25 22 32 1622
leaf_count=31 26 31 92 60 24 82 26 47 37 272 40 34 22 20 21 24 45 26 115 24 28 43 31 73 20 126 25 22 32 1622
internal_value=0 0.00312515 0.00635626 0.00535131 0.00198988 0.00424413 0.00659815 0.0042648 0.00668956 0.00585092 0.00548016 0.00341603 0.00239304 0.00659992 0.00664636 0.00506352 0.00659979 0.00467607 0.0066761 0.00205395 0.002417 0.00550645 0.00601946 0.00676117 0.00186906 0.0023032 0.00872468 0.00984596 0.00889463 0.0066084
internal_weight=0 554 2567 498 275 279 2069 78 1991 406 346 74 251 1907 1881 197 1861 71 1790 229 205 173 147 116 174 154 84 59 53 1737
internal_count=3121 554 2567 498 275 279 2069 78 1991 406 346 74 251 1907 1881 197 1861 71 1790 229 205 173 147 116 174 154 84 59 53 1737
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 1 0 4 1 4 2 50 1 11 3 2 124 1 1 52 49 1 4 52
split_gain=20.3597 3.10525 1.66252 1.53532 1.08611 0.992999 0.69853 0.681679 0.558779 0.49614 0.484864 0.313829 0.318824 0.2719 0.261047 0.224614 0.183386 0.169518 0.161564 0.15018 0.155816 0.144405 0.14197 0.139394 0.123978 0.116332 0.116059 0.0984872 0.0947431 0.0910136
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.14122000000000004 0.089625000000000024 -0.10607499999999999 -0.15289999999999995 0.12337000000000002 0.27287000000000006 0.089525000000000007 0.041865000000000006 0.13075500000000004 1.0000000180025095e-35 -0.11171999999999999 -0.0091949999999999983 -0.081214999999999982 0.12958500000000003 0.13288500000000003 -0.53964499999999982 -0.053364999999999996 0.16175000000000003 -0.0073899999999999999 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 11 22 -4 23 15 16 -13 -11 25 19 29 27 -5 20 -7 -14 -3 -9 -15 -2 -10 -6 -22 -1
right_child=1 4 8 18 17 10 -8 9 26 13 -12 12 21 24 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031549393997763581 0.0031504342967616718 0.0026136223689403409 0.0030532814914654969 0.0027469758270612728 0.0024484595022589914 0.0029020293805394237 0.0033171062222206184 0.0029756157112231581 0.002819098630165971 0.0029012953300102083 0.0028289114157586848 0.0029009175497434949 0.0029316439464980482 0.0026803530536610521 0.0028523631691499819 0.0028633529369585147 0.0031050093869431071 0.0025923634905980542 0.0025566226614066978 0.0031609617072532619 0.0030957834116568626 0.0031044983592616497 0.002462814982030906 0.0027693182463739432 0.0025221669525173685 0.0030208435413207552 0.0026502484965759648 0.0022911128255666468 0.0030295497643325563 0.0030327358033532411
leaf_weight=989 41 48 34 60 65 26 76 34 34 20 41 38 20 142 27 23 465 26 24 52 152 262 48 20 22 76 29 20 183 24
leaf_count=989 41 48 34 60 65 26 76 34 34 20 41 38 20 142 27 23 465 26 24 52 152 262 48 20 22 76 29 20 183 24
internal_value=0 0.00271719 0.00310227 0.00290326 0.00262185 0.00311265 0.00313298 0.00267769 0.0028507 0.00273395 0.00303277 0.00312519 0.00306952 0.00268545 0.00302615 0.00305194 0.00313725 0.00245382 0.00269259 0.00306244 0.00304825 0.00309224 0.00253822 0.00289921 0.00265913 0.00306626 0.00274137 0.00241144 0.0030596 0.00315204
internal_weight=0 673 2448 228 445 2351 1874 334 97 238 477 1798 320 184 144 436 1478 111 84 413 361 282 96 54 164 117 63 85 335 1013
internal_count=3121 673 2448 228 445 2351 1874 334 97 238 477 1798 320 184 144 436 1478 111 84 413 361 282 96 54 164 117 63 85 335 1013
is_linear=0
shrinkage=0.00196078


Tree=8348
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 14 2 2 1 1 2 49 2 150 12 4 1 13 3 1 40 4 16 47 4 50 2 2
split_gain=12.9525 2.00565 1.01832 0.978804 0.677084 0.639956 0.497197 0.405377 0.326456 0.323309 0.296356 0.200728 0.22988 0.193407 0.17319 0.154953 0.146809 0.14462 0.144322 0.143031 0.125483 0.117896 0.101507 0.0864926 0.0837931 0.0836673 0.0783206 0.0777117 0.0771677 0.0733039
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.14122000000000004 0.09253500000000002 0.089625000000000024 0.090425000000000019 -0.054984999999999992 -0.0091949999999999983 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.16175000000000003 -1.0000000180025095e-35 -0.13927999999999999 0.13075500000000004 -0.077474999999999988 0.024790000000000003 0.19444000000000003 0.090280000000000013 0.061775000000000004 0.041865000000000006 0.088930000000000023 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 7 6 22 11 26 15 -5 16 14 -2 -13 20 17 -1 27 -10 29 -4 -3 -21 -18 -15 -8 -7 -19 -6
right_child=1 5 21 10 9 18 8 -9 19 -11 -12 12 -14 25 -16 -17 24 28 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081753690425310035 0.00039511244767484433 0.00022254002054793466 0.00033473697113591471 0.00057195660420784758 0.00071994011108720266 0.00010312518423867762 0.00054534611761417528 0.00078247206322118348 0.00023784271933583598 0.00039299123979292519 0.0003448067360505151 0.0004429466662454464 0.00040289774562493413 0.00064500030268681372 0.00062009218210602106 0.00043912920339970416 0.00061972802253727332 0.00066192131489101213 -4.166305479510965e-05 0.00044364017248153689 0.00057052709321490144 0.00017213019389458292 9.4994096442827485e-05 0.00030414278851652928 0.00051550782787537764 0.00054179165562179428 0.00039433112390372359 0.00023176267586064105 0.0006228331738414234 0.0005815223882011339
leaf_weight=21 23 47 60 34 38 65 23 76 105 41 63 23 23 58 274 30 293 882 21 25 344 24 49 54 33 63 31 25 249 24
leaf_count=21 23 47 60 34 38 65 23 76 105 41 63 23 23 58 274 30 293 882 21 25 344 24 49 54 33 63 31 25 249 24
internal_value=0 0.000310308 0.00045985 0.000617451 0.000625415 0.000233689 0.000276555 0.000642203 0.000324603 0.000559459 0.000424426 0.000636274 0.000591749 0.000559934 0.000606374 0.000575113 0.000645914 0.000656309 0.000104705 0.000285262 0.000585162 0.000288278 0.000157438 0.000348288 0.000609178 0.000591264 0.000458652 0.000138858 0.000653316 0.000666359
internal_weight=0 673 228 2448 2351 445 334 1874 238 477 97 1798 320 144 297 436 1478 1152 111 184 406 84 96 79 326 121 54 90 1131 62
internal_count=3121 673 228 2448 2351 445 334 1874 238 477 97 1798 320 144 297 436 1478 1152 111 184 406 84 96 79 326 121 54 90 1131 62
is_linear=0
shrinkage=0.00196078


Tree=8349
num_leaves=31
num_cat=0
split_feature=1 3 2 39 2 123 2 1 12 394 4 475 0 52 16 4 400 0 133 43 1212 42 42 51 1 12 15 403 13 133
split_gain=0.542855 0.080578 0.0697267 0.0583071 0.0482001 0.0472083 0.0458662 0.0418363 0.0413452 0.03633 0.0313669 0.0336118 0.042583 0.0312204 0.0324022 0.0307575 0.0312586 0.0311912 0.0465287 0.0445712 0.044919 0.0349489 0.0692807 0.0295384 0.0458144 0.0382307 0.0471284 0.0289117 0.0284178 0.032801
threshold=0.10920500000000001 0.31534000000000006 0.098630000000000009 0.087735000000000021 -0.0091949999999999983 0.08592000000000001 0.11448000000000001 0.092845000000000025 -0.42850999999999995 -0.08151499999999999 -0.49405499999999997 -0.074304999999999982 0.12445000000000002 0.039215000000000007 0.51222500000000004 -0.082249999999999976 0.083760000000000015 -0.085669999999999982 0.11269500000000002 -0.0095349999999999983 0.040035000000000008 0.084435000000000024 0.088465000000000002 0.067785000000000012 0.099400000000000002 0.095780000000000018 -0.068899999999999975 -0.084674999999999986 -0.11122999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 7 9 -2 -1 -3 -4 -11 -12 13 14 23 17 -17 18 19 20 -6 -19 -23 24 25 -13 -27 -21 -8 -30
right_child=1 8 5 -5 15 -7 28 -9 -10 10 11 12 -14 -15 -16 16 -18 21 -20 27 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0094782477635289401 0.0078704352526655121 0.0052994121278503118 0.0038403270847629754 0.0042915388007847017 0.011726446292710071 0.0038214879476332238 0.0033161458404113854 0.0047457105574257516 0.00091809185729029453 0.010156838484108449 0.010593799031561331 0.0098643735510995628 0.0039961131545715031 0.0089727025476578591 0.0096472503030037692 0.0088410410895056243 0.012342249688047631 0.009734709562417565 0.0065092795971958411 0.0073763204561867598 0.017221687680908614 0.0022821666486561301 0.0093557859988262267 0.010111488848501309 0.0039159684751086448 0.0085500084469094881 0.0037538482591376772 0.011360027829223143 0.0030639198259450498 0.0072671550851027417
leaf_weight=31 155 35 20 157 51 28 45 47 56 70 42 40 30 163 44 1325 26 303 21 29 21 20 45 22 58 40 42 49 24 82
leaf_count=31 155 35 20 157 51 28 45 47 56 70 42 40 30 163 44 1325 26 303 21 29 21 20 45 22 58 40 42 49 24 82
internal_value=0 0.00532355 0.00877516 0.00585822 0.00906269 0.00783048 0.00666204 0.00662659 0.00260322 0.00802706 0.00817903 0.0078912 0.00763264 0.00789938 0.00718819 0.00916323 0.00890842 0.0098019 0.0109179 0.0115351 0.0133292 0.00928334 0.00717929 0.00665255 0.00622979 0.00732981 0.00609344 0.00987891 0.00542164 0.00631548
internal_weight=0 554 2567 463 1968 599 306 78 91 571 551 481 439 409 246 1890 1351 539 171 150 72 368 65 202 180 122 82 78 151 106
internal_count=3121 554 2567 463 1968 599 306 78 91 571 551 481 439 409 246 1890 1351 539 171 150 72 368 65 202 180 122 82 78 151 106
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 4 1 2 4 1 1 2 1 2 1 1 0 50 1 40 12 2 52 43 2 133
split_gain=18.385 2.92936 1.54449 1.27963 1.17541 0.961811 0.708119 0.649803 0.583079 0.674947 0.55273 0.545797 0.37024 0.357967 0.35114 0.396573 0.25562 0.255319 0.228333 0.209105 0.191542 0.18994 0.176414 0.165532 0.157059 0.149313 0.168552 0.140044 0.133526 0.12444
threshold=0.10508500000000001 -0.063814999999999997 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.14285500000000004 -0.013125 0.093100000000000002 0.089625000000000024 0.086000000000000007 0.075045000000000014 -1.0000000180025095e-35 0.12082500000000002 0.13436000000000001 -0.019414999999999998 0.041865000000000006 0.13075500000000004 -0.077474999999999988 0.090285000000000018 0.088850000000000012 0.40674500000000008 -0.079734999999999986 0.31358000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 7 23 14 -8 -10 -4 12 16 24 25 17 20 -16 -2 -11 27 28 29 -3 -14 26 -1 -7 -6 -5
right_child=1 4 10 22 21 11 8 -9 9 19 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090831624369517726 0.00083116891921735281 0.00039357136698765311 0.00081067848080530703 0.000414877972064712 0.00022692893265648158 0.00093357106400471105 0.00074747595527867826 0.001070061661616093 0.00081313752806654158 0.00045802534628039805 0.00050046362412975768 0.00056981446428431399 0.00086312120900502358 0.00057196707942155228 0.00065966098822381979 0.0005700098452271809 0.00094063190554627798 0.00085672267500541514 0.00064418583585970895 0.00025466165182457944 0.00069425211458004794 0.00036914962207614742 0.00033662139196131454 0.00023069426163650151 0.00075161646105552165 0.00085973576862367646 0.0007346714270731132 0.00080859469356121599 5.7180380119996912e-05 0.0006029542354853407
leaf_weight=930 105 47 34 21 62 50 34 70 20 167 63 39 69 35 28 23 96 260 33 22 39 26 24 49 164 415 22 111 25 38
leaf_count=930 105 47 34 21 62 50 34 70 20 167 63 39 69 35 28 23 96 260 33 22 39 26 24 49 164 415 22 111 25 38
internal_value=0 0.00048574 0.000851668 0.000670744 0.000395284 0.000861672 0.000453014 0.000884966 0.00050934 0.000470601 0.000609199 0.000794148 0.00080966 0.000756863 0.000877244 0.000817777 0.000857463 0.000837564 0.000786456 0.000434353 0.000817542 0.000222097 0.000478357 0.000310436 0.000784637 0.000890773 0.000904303 0.000847407 0.000178151 0.000536012
internal_weight=0 673 2448 221 452 2351 339 1748 243 209 97 603 564 268 1678 311 296 288 138 189 200 113 83 96 233 1367 952 161 87 59
internal_count=3121 673 2448 221 452 2351 339 1748 243 209 97 603 564 268 1678 311 296 288 138 189 200 113 83 96 233 1367 952 161 87 59
is_linear=0
shrinkage=0.00196078


Tree=8351
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 15 4 0 47 4 4 15 11 15 1 0 0 11 4 39 4 0 2 14 0 16 1
split_gain=9.3509 1.17768 0.959196 0.662598 0.556566 0.360747 0.359725 0.319152 0.27979 0.279387 0.208738 0.19827 0.193421 0.15537 0.236666 0.151528 0.140262 0.124258 0.124254 0.119244 0.112266 0.100094 0.0981574 0.08985 0.131276 0.137909 0.0810708 0.0768973 0.0770155 0.0852241
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091545000000000015 0.27287000000000006 0.14285500000000004 0.024640000000000006 0.40124500000000002 -0.23194499999999998 0.080455000000000013 0.053180000000000012 -0.059649999999999988 -0.03241999999999999 1.0000000180025095e-35 0.13592500000000005 0.16175000000000003 0.056435000000000006 -0.13027499999999997 0.080150000000000013 -0.0070899999999999991 0.087690000000000004 -0.15289999999999995 -0.067094999999999988 0.10252500000000002 -0.45687499999999998 -0.10011499999999998 -0.066924999999999985 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 15 7 22 11 21 -1 23 16 18 -15 19 27 26 -12 -4 -17 -5 -3 -6 25 -25 -8 -7 -29 -30
right_child=1 6 5 9 8 12 17 -9 -10 -11 13 -13 -14 14 -16 20 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00078933821217474034 0.00035537475765297453 0.00047519901373742194 0.00050426464617099847 0.00066099573126839246 0.0005297721707247158 0.00072478087390343514 0.00032464399465110177 0.00020395170023967447 0.00068209941501543969 0.00037567063591784929 0.00071062116295683622 0.00056446242771423616 0.00053673551287392745 0.00059251122088224402 0.0003757885952239932 0.0008173706500569411 0.00046316368867263015 7.08802733387725e-05 0.00053648160641912911 0.000653349978380482 0.00067489905721124482 0.00053092790844653419 0.00032733330080489154 0.0004864539426223037 0.00027214471418505223 0.00034880146564345021 0.00020022278276737781 0.00064178404182579213 0.00057636304803197649 0.00063876968023239393
leaf_weight=22 181 45 21 46 22 27 24 42 21 29 50 42 137 76 26 37 22 25 23 1160 50 45 28 62 27 51 125 291 232 132
leaf_count=22 181 45 21 46 22 27 24 42 21 29 50 42 137 76 26 37 22 25 23 1160 50 45 28 62 27 51 125 291 232 132
internal_value=0 0.000344443 0.000618557 0.000430282 0.000533224 0.000635632 0.00025504 0.000340133 0.000466593 0.000543267 0.000609325 0.000444409 0.000604143 0.000586694 0.000537268 0.000656517 0.000617261 0.000198801 0.000655755 0.000650699 0.00073549 0.000596676 0.000418483 0.000413283 0.000394978 0.000424328 0.000220264 0.000622232 0.000618005 0.000598994
internal_weight=0 590 2531 301 422 2109 289 115 225 120 197 204 841 175 102 1268 704 174 73 1181 87 91 73 162 140 113 149 682 655 364
internal_count=3121 590 2531 301 422 2109 289 115 225 120 197 204 841 175 102 1268 704 174 73 1181 87 91 73 162 140 113 149 682 655 364
is_linear=0
shrinkage=0.00196078


Tree=8352
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 1 1 12 15 0 2 52 0 0 4 16 42 2 2 14 11 0 41 1 13 15 43 4 12 16
split_gain=0.584669 0.0859014 0.0749978 0.0703403 0.0665705 0.0571041 0.0483163 0.0443963 0.0442379 0.0423172 0.0392572 0.0369514 0.0647232 0.0340784 0.0313492 0.0360269 0.031299 0.0343094 0.0503316 0.0373402 0.0307829 0.0560921 0.0371488 0.0528079 0.0305935 0.0301232 0.0283115 0.068492 0.0289312 0.0278692
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.08864000000000001 0.14262000000000002 0.091545000000000015 -0.14601999999999996 1.0000000180025095e-35 0.11411 -0.088614999999999985 -0.014954999999999998 -0.06563999999999999 -0.0086549999999999978 -0.078464999999999993 0.11159000000000001 -1.0000000180025095e-35 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13027499999999997 0.079300000000000009 0.083135000000000014 0.043850000000000007 -0.088749999999999982 -0.12152999999999999 -0.064804999999999988 0.099815000000000015 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 8 16 20 -1 29 13 -7 -13 -2 15 -9 17 -3 -19 -20 21 -4 23 -22 -10 -17 27 -27 -28 -8
right_child=1 6 7 -5 -6 11 9 14 24 -11 -12 12 -14 -15 -16 25 -18 18 19 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.013031122460961343 0.010733331099005514 0.00336221573994525 0.0041334951575845479 0.011189625727442596 0.0023878082883759186 0.0092499268080036227 0.0010311711161630228 0.010349428717845827 0.0091300732480443045 -0.0011199114727787674 0.0052826943557010972 0.0066244189207717566 0.00090615970042088765 0.0070041375172297492 0.0076515186193956463 0.011654998503368477 0.0014015786394122104 0.010814324906095863 0.007941490418198421 0.004655899414179477 0.015869339876647653 0.0094750018154713313 0.0088560448666768418 0.0092847973551778568 0.0058241955860442417 0.0030142918042838575 0.0092031705654422504 0.01026755229610464 0.0072570761513310982 0.0051636371310760688
leaf_weight=23 38 62 20 52 26 39 25 145 115 24 70 142 23 69 254 29 21 20 47 131 29 1155 35 21 37 30 261 23 108 47
leaf_count=23 38 62 20 52 26 39 25 145 115 24 70 142 23 69 254 29 21 20 47 131 29 1155 35 21 37 30 261 23 108 47
internal_value=0 0.00530665 0.00888872 0.00772729 0.00728274 0.00761854 0.00445343 0.00914027 0.00894383 0.00251659 0.00712396 0.00648165 0.00582733 0.00832852 0.00858179 0.00897825 0.00511512 0.00541506 0.00605788 0.00552344 0.00951702 0.00938408 0.0113547 0.0131038 0.00832535 0.0085374 0.00832316 0.00616193 0.00863358 0.00372875
internal_weight=0 554 2567 457 405 379 377 2110 175 96 177 204 165 107 850 596 281 260 198 178 1260 1175 85 50 152 451 422 53 369 72
internal_count=3121 554 2567 457 405 379 377 2110 175 96 177 204 165 107 850 596 281 260 198 178 1260 1175 85 50 152 451 422 53 369 72
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 2 2 4 4 4 11 4 0 52 2 0 15 0 12 50 2 2 0 4 12 1 4 2 43
split_gain=11.0963 1.23689 1.16279 0.770977 0.709025 0.474931 0.407056 0.421626 0.309745 0.290988 0.258074 0.240144 0.234594 0.208475 0.207398 0.277154 0.226846 0.163672 0.144273 0.181377 0.129564 0.126543 0.118824 0.15294 0.113762 0.131074 0.0989414 0.0916258 0.0839508 0.0812726
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091545000000000015 0.14285500000000004 -1.0000000180025095e-35 0.40124500000000002 -0.17966999999999997 0.40945500000000007 1.0000000180025095e-35 0.053180000000000012 -0.23194499999999998 0.08257500000000001 0.10381000000000001 -0.068189999999999987 0.040760000000000005 -0.10011499999999998 0.13597000000000004 0.086295000000000011 0.11389000000000002 0.088930000000000023 -0.11437499999999999 -0.064054999999999987 -1.0000000180025095e-35 0.096255000000000021 -0.0070899999999999991 0.17760500000000004 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 13 11 7 -3 27 -6 -9 22 18 -1 15 16 26 -13 -7 -20 28 24 -4 -24 -15 -26 -11 -5 -8 -2
right_child=1 6 5 8 9 12 20 10 -10 14 -12 17 -14 21 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00081946419256468718 0.00028175710437363256 0.00020036869330779589 0.00069374502555823484 0.00067664221729463929 0.00065486429708053759 0.00078016229885667459 0.00018428534430506118 0.00046839085735984632 0.00038240025370325732 0.0005912715020556362 0.00026610410285758489 0.00070377693613893463 0.00055605774709089251 0.00069556840697822676 0.00062953811703306251 0.00031981160377267918 0.00032446795542826975 0.00087388154225500302 0.00064522599761527406 0.00047503135952295042 0.00029977754639534681 0.00047416395806019606 0.00049394578803949951 0.00066114519330069113 0.00063951683078108533 0.00047241357719837539 0.00045694266882723579 0.00055219813045073696 6.3435532889657129e-05 0.0003793835438269609
leaf_weight=22 43 72 912 46 31 29 51 67 29 49 38 43 137 69 22 60 26 44 650 25 22 21 23 246 59 26 37 45 39 138
leaf_count=22 43 72 912 46 31 29 51 67 29 49 38 43 137 69 22 60 26 44 650 25 22 21 23 246 59 26 37 45 39 138
internal_value=0 0.000349022 0.000647624 0.000436992 0.00055367 0.000666424 0.000257399 0.000315936 0.000558867 0.000478465 0.000395182 0.000690387 0.000630294 0.000639564 0.000450278 0.000427349 0.000484958 0.000789807 0.000644741 0.000638922 0.00016489 0.000616948 0.000683063 0.000646849 0.000636419 0.000588403 0.000533479 0.000615104 0.000131917 0.000356191
internal_weight=0 590 2531 301 422 2109 289 177 120 225 105 1268 841 197 194 172 112 87 704 675 112 175 1181 269 154 85 86 91 90 181
internal_count=3121 590 2531 301 422 2109 289 177 120 225 105 1268 841 197 194 172 112 87 704 675 112 175 1181 269 154 85 86 91 90 181
is_linear=0
shrinkage=0.00196078


Tree=8354
num_leaves=31
num_cat=0
split_feature=1 2 155 124 10 2 48 42 12 2 158 400 2 1427 43 131 15 48 48 13 13 159 447 158 159 15 48 49 11 3
split_gain=0.538235 0.0879441 0.0677309 0.0671692 0.0531574 0.0473777 0.0473145 0.0409089 0.0365326 0.0491654 0.0355416 0.0347866 0.0348511 0.0410285 0.034384 0.0342156 0.0590371 0.0684431 0.0333158 0.029834 0.0291068 0.0343262 0.0284161 0.0264932 0.0367838 0.0333607 0.0318065 0.0291969 0.026638 0.0384765
threshold=0.10752500000000002 0.14285500000000004 0.10158500000000002 -0.076779999999999987 1.0000000180025095e-35 0.091265000000000013 0.14174500000000004 -0.0060199999999999993 -0.054684999999999991 0.11362000000000001 0.085030000000000008 -0.070649999999999991 0.15109000000000003 0.082040000000000016 -0.079914999999999986 0.086835000000000009 -0.41942499999999994 0.085790000000000019 -0.015314999999999997 -0.016469999999999995 -0.079299999999999995 0.084250000000000005 0.084065000000000015 0.11245500000000001 0.083870000000000014 -0.21699999999999997 0.095425000000000024 0.097180000000000016 0.088710000000000011 -0.16186999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 6 10 8 -1 20 -10 22 -7 13 18 -9 16 -3 -18 -13 -11 -2 -22 -5 24 25 -20 28 -26 29 -27
right_child=1 15 -4 5 -6 11 -8 14 9 19 -12 12 -14 -15 -16 -17 17 -19 23 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0086392416219626157 0.0065430886690592167 0.0055355705610109556 0.010509361359956009 0.0088159211390474983 0.002529963786205785 0.0046328504810420178 0.0012453196193313316 0.006095896432260898 0.0081829652756701884 0.0035557540312695967 0.010394760205478332 0.00534599277917074 0.0040739752330063361 0.012673357222229243 0.0014182099416344004 0.0062069506139475076 -0.0032270908906745417 0.0029963617428980203 0.011515117616259627 0.0068037136701957117 0.0051765423337928954 0.00056189801802651758 0.005888780561166213 0.0056985423109159831 0.0092747853111194555 0.011545716469629191 0.0061375787412678755 0.013758900277316572 0.0055489267249975134 0.0081987284113203881
leaf_weight=42 48 33 28 1350 55 30 21 55 127 52 144 42 21 20 22 24 30 43 28 62 40 27 34 39 53 37 81 20 34 479
leaf_count=42 48 33 28 1350 55 30 21 55 127 52 144 42 21 20 22 24 30 43 28 62 40 27 34 39 53 37 81 20 34 479
internal_value=0 0.00509407 0.00574311 0.00844805 0.00543418 0.00856248 0.00585788 0.00612877 0.00612996 0.00682973 0.00889958 0.00797979 0.00809737 0.0081988 0.00475941 0.00279747 0.00202552 0.000438778 0.00808872 0.00532219 0.00466349 0.00331691 0.00874401 0.00823813 0.00837344 0.0081375 0.00798762 0.0105033 0.00826008 0.00843873
internal_weight=0 590 460 2531 432 2412 377 119 356 241 1528 884 854 833 77 130 106 73 813 114 115 67 1384 771 732 659 631 73 550 516
internal_count=3121 590 460 2531 432 2412 377 119 356 241 1528 884 854 833 77 130 106 73 813 114 115 67 1384 771 732 659 631 73 550 516
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=31
num_cat=0
split_feature=1 12 1 10 1375 484 43 0 47 12 41 11 41 34 123 13 0 4 1 4 50 97 4 0 4 0 3 49 42 52
split_gain=0.442247 0.115462 0.0655889 0.0499687 0.0498088 0.0531347 0.0423222 0.0407412 0.0405242 0.0392274 0.042023 0.03904 0.0527123 0.0382086 0.0404191 0.0498499 0.0368048 0.0361657 0.0358144 0.0348088 0.0327117 0.032302 0.0319828 0.0282032 0.0629475 0.0402949 0.0365555 0.0338005 0.0265972 0.0254812
threshold=0.11829500000000003 0.078300000000000008 0.08864000000000001 -0.079859999999999987 -0.096099999999999977 -0.011244999999999998 -0.078139999999999973 -0.05208999999999999 0.077555000000000013 0.092550000000000007 0.077565000000000009 1.0000000180025095e-35 0.079300000000000009 -0.038779999999999995 0.12630500000000003 -0.28558999999999996 -0.13027499999999997 -0.14098499999999997 0.082535000000000011 -0.033174999999999989 0.13932500000000003 -0.079444999999999988 -0.076229999999999978 -0.075934999999999989 -0.17966999999999997 -0.23091999999999999 0.31299000000000005 -0.0060549999999999988 0.11603500000000001 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 -4 -6 -7 -2 29 11 20 16 18 21 15 -15 -3 -18 -13 -17 22 -5 -11 25 -25 27 -27 -8 -24 -1
right_child=3 9 4 13 5 6 23 -9 -10 10 -12 12 -14 14 -16 19 17 -19 -20 -21 -22 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.0075011288768253416 0.003060360459665604 0.0040940402046544481 0.0007763034621761604 0.0039921684833340498 0.009942497350965385 0.0038333911071590171 0.0023996335626752293 -0.0026276389323174956 0.01095449070656492 0.0084264757459103119 0.0029325489378110928 0.014306672142758485 0.0073095322690234048 0.0026469815820746589 0.0003752731130225584 0.0092044939321500284 0.0039322404501338807 0.00811728385316683 0.0092739951653549296 0.005315599980377346 0.0035619719747707924 -0.0014493553829379381 0.0073002984688576803 0.0079083033452003165 0.0015663793714552681 0.0095068522711069543 0.004617918711155653 0.0078235550224781038 0.0051245180751720914 0.0039296874047621442
leaf_weight=152 34 24 22 24 27 119 27 20 31 241 22 31 41 64 20 27 21 1235 26 156 22 20 460 29 34 65 20 20 64 23
leaf_count=152 34 24 22 24 27 119 27 20 31 241 22 31 41 64 20 27 21 1235 26 156 22 20 460 29 34 65 20 20 64 23
internal_value=0 0.00746581 0.00619685 0.00376162 0.00538805 0.00568558 0.00531954 0.000953694 0.00762206 0.00779596 0.00724322 0.00812047 0.0100441 0.00424917 0.00469913 0.00504924 0.00797319 0.00804731 0.0120111 0.00588937 0.00736372 0.00151875 0.00747306 0.00622648 0.00448568 0.00705731 0.00835651 0.00470769 0.00703455 0.00703174
internal_weight=0 2756 569 365 363 341 314 54 206 2187 809 1378 98 311 267 247 1280 1256 57 183 787 44 765 195 63 132 85 47 524 175
internal_count=3121 2756 569 365 363 341 314 54 206 2187 809 1378 98 311 267 247 1280 1256 57 183 787 44 765 195 63 132 85 47 524 175
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=31
num_cat=0
split_feature=1 12 2 2 4 47 16 15 51 484 10 10 2 4 3 2 16 402 34 123 16 1 51 4 52 12 43 124 1429 157
split_gain=0.35822 0.0935246 0.0567138 0.053259 0.0635053 0.0628629 0.0455141 0.046388 0.044097 0.0500394 0.0404746 0.0377417 0.0370239 0.0341431 0.0394947 0.0509339 0.0369576 0.0323095 0.0398351 0.0390638 0.0318034 0.0296436 0.0294247 0.0283597 0.0326303 0.0367394 0.0287314 0.0279917 0.0277383 0.0409368
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 -0.0091949999999999983 -0.064054999999999987 0.077555000000000013 -0.0087049999999999992 -0.026084999999999994 0.090230000000000019 0.041405000000000004 -0.079859999999999987 -0.38851999999999992 0.089525000000000007 0.053180000000000012 -0.13309499999999996 0.081685000000000021 -0.0073349999999999986 0.09388500000000001 -0.038779999999999995 0.12630500000000003 -0.0083599999999999976 0.11323000000000001 0.14122000000000004 -0.055319999999999994 -0.090114999999999987 0.099815000000000015 -0.082689999999999986 -0.081214999999999982 -0.060529999999999994 -0.082819999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 21 -8 9 12 11 -2 -6 14 15 -3 20 18 27 -20 22 -4 -16 24 -18 -26 -25 -12 -28 -30
right_child=10 13 6 4 5 -7 7 -9 -10 -11 17 -13 -14 -15 16 -17 23 -19 19 -21 -22 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=0.003759848728279596 0.0028859575066770265 0.012670783866913275 0.0064852013487145827 0.0087095323925930179 0.0092986926281203829 0.0091480086451735023 0.0042642556779595147 -0.0010999323243075715 0.00049970251275226478 0.00095448358250515815 0.0038216011098120362 -0.0025886513316072525 0.005306717565051338 0.0059809664602941256 0.0073205621881965305 0.0078856662345155107 0.0022960017129662448 0.0001300344116647135 0.0049461900423825866 0.00033774574083508926 0.010773989593144507 0.0027787725996947098 0.0042471868648135567 0.0077110004769843617 0.0067747429450758755 0.0021391870919615029 0.0089930051844567069 -0.0014691138151101768 0.0014071178516711703 0.0060614312588021775
leaf_weight=72 34 26 71 111 30 44 38 28 20 21 20 20 103 278 1175 154 32 22 229 20 26 31 32 170 92 21 25 20 22 134
leaf_count=72 34 26 71 111 30 44 38 28 20 21 20 20 103 278 1175 154 32 22 229 20 26 31 32 170 92 21 25 20 22 134
internal_value=0 0.00671923 0.00557716 0.00622337 0.0067625 0.00577112 0.00403473 0.00198854 0.00491719 0.00549089 0.00338546 0.000858325 0.00620716 0.00701637 0.00716715 0.00857685 0.00702039 0.00382425 0.00410547 0.00457603 0.00731362 0.00535874 0.00723908 0.00629144 0.00511497 0.00591327 0.00677745 0.00117624 0.00590063 0.00540505
internal_weight=0 2756 569 401 329 218 168 66 174 154 365 54 133 2187 1909 180 1729 311 289 249 1233 102 1207 496 145 113 351 40 181 156
internal_count=3121 2756 569 401 329 218 168 66 174 154 365 54 133 2187 1909 180 1729 311 289 249 1233 102 1207 496 145 113 351 40 181 156
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 3 123 4 11 47 52 4 1 2 3 2 2 4 2 0 3 2 4 3 0 132 0
split_gain=10.1064 1.26974 1.15712 0.751665 0.644841 0.475946 0.415548 0.412784 0.294242 0.285983 0.275766 0.26076 0.198408 0.186286 0.183916 0.17782 0.17778 0.256024 0.170637 0.2256 0.180031 0.15721 0.197609 0.156282 0.149053 0.142794 0.255344 0.128425 0.111291 0.0945198
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.092550000000000007 0.085505000000000012 -0.16363499999999997 -0.11171999999999999 0.088205000000000019 0.40124500000000002 1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 -0.0086549999999999978 0.086105000000000015 0.10381000000000001 -0.0037349999999999996 0.13754500000000003 -1.0000000180025095e-35 0.50822500000000004 0.088930000000000023 -0.11437499999999999 0.149315 0.12358500000000001 -0.062539999999999984 0.092670000000000016 -0.093584999999999988 0.082230000000000011 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 8 11 18 -6 -1 23 -5 21 25 16 24 -13 17 29 19 -3 -21 -4 -23 -8 27 -10 -27 -7 -2 -9
right_child=1 6 5 10 7 14 9 13 12 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00039943690168731713 0.00036428354222728057 0.00017738643266084332 0.00066693793385542543 0.00060226786311278402 0.00064865079261291862 0.00076260796409566658 0.00051998451680821528 0.00041775962904538633 0.00067555687457866416 0.00017042732396196523 0.00038210346632365684 0.00081946976327647769 0.00076270404856140707 0.00056408383238041183 0.00055434932391631292 0.00063212326667806348 0.00028747927218197503 0.00058331437622841337 0.00014205093297538782 0.00045611513922048382 0.00021254135044656839 0.00044926293384210734 0.00063087413885122654 0.00031191905006093036 0.00047615786472147222 0.00059946040100091781 0.00036548585215925427 0.0006209611099051393 0.00021229512436466723 0.00024486543953090026
leaf_weight=26 157 65 954 89 31 26 35 31 57 21 29 64 32 23 233 28 55 28 102 28 20 25 293 23 26 97 22 460 21 20
leaf_count=26 157 65 954 89 31 26 35 31 57 21 29 64 32 23 233 28 55 28 102 28 20 25 293 23 26 97 22 460 21 20
internal_value=0 0.000336148 0.000621121 0.000426803 0.000527396 0.000639875 0.000244877 0.000441884 0.000596098 0.000366488 0.00054816 0.000661644 0.000620681 0.000401057 0.000600018 0.000762451 0.000373075 0.000432667 0.000200192 0.000252674 0.000354626 0.000654353 0.000616597 0.000437476 0.000620801 0.000594858 0.000556205 0.000628539 0.000346352 0.000349958
internal_weight=0 590 2531 296 422 2109 294 188 234 79 118 1364 208 157 745 92 134 79 215 113 48 1272 318 58 512 176 119 486 178 51
internal_count=3121 590 2531 296 422 2109 294 188 234 79 118 1364 208 157 745 92 134 79 215 113 48 1272 318 58 512 176 119 486 178 51
is_linear=0
shrinkage=0.00196078


Tree=8358
num_leaves=31
num_cat=0
split_feature=4 3 2 106 149 44 10 1 0 51 2 0 39 51 1 12 16 15 3 42 12 3 1213 47 40 157 3 16 39 4
split_gain=0.348312 0.119748 0.0811798 0.0577166 0.0516794 0.0502609 0.0459934 0.0457029 0.0694759 0.0372823 0.0364336 0.0437859 0.0346997 0.0444093 0.0309603 0.0299861 0.0331273 0.0420218 0.0318994 0.0296347 0.0280795 0.0272596 0.0270598 0.0293045 0.0306717 0.0255911 0.0266169 0.0372415 0.0257684 0.0279647
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.085655000000000009 0.07770500000000001 0.081805000000000017 -0.079859999999999987 0.089625000000000024 -0.13027499999999997 0.087505000000000013 -0.0091949999999999983 -0.067094999999999988 0.084020000000000011 -0.031924999999999995 0.11910500000000002 0.090285000000000018 0.19444000000000003 -0.07490999999999999 -0.13309499999999996 0.12181500000000002 0.096295000000000019 -0.076969999999999997 0.0036000000000000003 0.11518500000000002 -1.0000000180025095e-35 -0.089089999999999989 0.090900000000000009 0.10994000000000002 0.10076500000000001 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -2 15 9 12 11 -10 13 -9 -8 25 18 -18 -17 22 -19 -22 23 24 -12 -1 28 -28 29 -27
right_child=4 -3 -4 -5 -6 -7 14 8 10 -11 19 -13 -14 -15 -16 16 17 20 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0091190326598280091 -0.00044474420615304739 0.0025305882183214029 0.00066603258981005008 0.0023427878619141636 0.0072540093246581299 0.010342669945109536 0.0043389300308648892 0.0044778847770596091 0.007059829074534632 0.0065720094727690932 0.011084122732281685 0.00086589855561032894 0.0052119866955763431 -0.0013967724547030466 0.0022487093695268963 0.0098713877548774094 0.0078234581301282902 0.0016312558882470643 0.0065161871666306499 0.0029524694313814901 0.0080124013676223429 0.0037325942159994793 0.0032761587539599057 0.0050080504380696483 0.0070673329004421253 0.010472464514896274 0.0016213858234030859 0.0076508764550089845 0.0041598546651325057 0.0071538240281480885
leaf_weight=64 39 75 23 31 28 37 132 22 21 33 20 25 32 31 153 30 38 35 511 21 22 46 21 67 384 26 21 20 28 1085
leaf_count=64 39 75 23 31 28 37 132 22 21 33 20 25 32 31 153 30 38 35 511 21 22 46 21 67 384 26 21 20 28 1085
internal_value=0 0.0064719 0.00658162 0.00663256 0.00313227 0.00668294 0.00277607 0.00663091 0.00592416 0.00371927 0.00638959 0.00369356 0.00261173 0.00104176 0.00321681 0.00687934 0.00634644 0.00498126 0.00670224 0.00663134 0.00393268 0.00511724 0.00678837 0.00694496 0.00726618 0.0071715 0.00706587 0.0045626 0.00715598 0.00723149
internal_weight=0 2769 2694 2671 352 2640 324 2603 677 118 559 46 85 53 285 1926 682 141 541 513 103 68 492 471 404 1244 1180 41 1139 1111
internal_count=3121 2769 2694 2671 352 2640 324 2603 677 118 559 46 85 53 285 1926 682 141 541 513 103 68 492 471 404 1244 1180 41 1139 1111
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 15 2 47 52 0 12 13 1 11 0 1 0 4 12 11 1 4 160 40 0
split_gain=11.6025 1.45487 1.22827 0.838117 0.67071 0.595751 0.501381 0.389622 0.431449 0.332688 0.33148 0.238209 0.21945 0.152727 0.151991 0.21782 0.147386 0.145593 0.139632 0.140207 0.138842 0.133759 0.214572 0.268101 0.130937 0.129604 0.131221 0.142482 0.128954 0.0986254
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 0.024640000000000006 0.098035000000000011 0.081320000000000017 -0.53964499999999982 -0.092404999999999973 0.13597000000000004 -1.0000000180025095e-35 0.16175000000000003 1.0000000180025095e-35 -0.12333499999999999 0.12958500000000003 -0.23194499999999998 -0.031404999999999995 -1.0000000180025095e-35 0.080150000000000013 0.10089500000000001 0.0067750000000000006 -0.011159999999999998 -0.063404999999999989 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 13 7 18 -3 20 14 12 21 25 -2 -8 -16 28 -7 19 -4 -9 -1 -23 -24 -20 26 27 -5 -10 -15
right_child=1 5 6 10 -6 17 9 8 16 -11 -12 -13 -14 29 15 -17 -18 -19 24 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084826301515491956 0.00073350273024022964 0.00022380017707923788 0.00053942633427533449 0.00038107421171541014 0.00035429134965698675 0.00019599793913202876 0.00076097432143628556 0.00066321377581028587 0.00038875776945668109 0.00056900635120110655 0.00071722618699852935 0.00055836832117193069 0.00058673764835100661 0.00059264062255547914 0.00066303416052105311 0.00047683318163834365 0.00040385952491981059 1.1811512987625922e-05 0.00087234817472916788 0.00070517434376820979 0.00043748419558373733 0.00076405545514003897 0.00069586950839215119 0.00041709344844524269 0.00071641078469812441 0.00036636495580470642 0.00034205435864787361 0.00057867262597923537 0.00024041099212349665 0.00043600299413882048
leaf_weight=21 24 90 20 20 74 77 58 22 33 171 21 63 41 68 714 25 70 21 37 1037 20 56 36 21 47 75 21 47 71 20
leaf_count=21 24 90 20 20 74 77 58 22 33 171 21 63 41 68 714 25 70 21 37 1037 20 56 36 21 47 75 21 47 71 20
internal_value=0 0.000355647 0.000660985 0.000564421 0.000499146 0.000289581 0.000680306 0.000332192 0.000377355 0.000647483 0.000482656 0.000657808 0.000458509 0.000594854 0.000664321 0.000656735 0.000334301 0.000156529 0.000708153 0.000702038 0.000555723 0.000704559 0.000677853 0.000593163 0.000785097 0.000426255 0.000477298 0.000519688 0.000287483 0.000557041
internal_weight=0 590 2531 422 186 404 2109 306 216 968 225 197 204 112 797 739 174 98 1141 1057 42 134 113 57 84 163 88 67 104 88
internal_count=3121 590 2531 422 186 404 2109 306 216 968 225 197 204 112 797 739 174 98 1141 1057 42 134 113 57 84 163 88 67 104 88
is_linear=0
shrinkage=0.00196078


Tree=8360
num_leaves=31
num_cat=0
split_feature=4 3 9 4 0 44 3 16 1 42 123 0 43 484 43 484 52 4 3 1 2 160 16 4 159 41 1447 133 39 3
split_gain=0.332409 0.113152 0.0750529 0.046047 0.0573732 0.0501049 0.063849 0.0812246 0.0444454 0.0438016 0.0412641 0.0388088 0.0363121 0.0349031 0.0649043 0.0327557 0.0456159 0.0313724 0.0298335 0.0293248 0.0416172 0.0291999 0.049324 0.029588 0.0288736 0.028368 0.028808 0.0283007 0.0277993 0.0267196
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 -0.073934999999999987 -0.036484999999999997 0.081805000000000017 0.092670000000000016 -0.059624999999999991 0.13075500000000004 0.11649000000000002 0.083965000000000012 -0.085669999999999982 0.084740000000000024 0.085595000000000018 -0.008069999999999999 -0.081614999999999979 -1.0000000180025095e-35 0.42642000000000008 -0.034684999999999994 0.098700000000000024 0.10045500000000002 -1.0000000180025095e-35 -0.11118499999999999 0.50996500000000011 0.11109000000000001 0.076195000000000013 -0.082824999999999982 0.0068000000000000014 0.056590000000000008 -0.24190499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 11 5 6 9 -8 12 19 -1 15 17 25 -15 -4 -17 28 -19 -5 27 24 23 -23 -10 26 -13 -21 -2 -28
right_child=8 -3 3 4 -6 -7 7 -9 21 -11 -12 13 -14 14 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00069705343418966306 0.0031878289416597816 0.0024578264804246529 0.0049107994223313951 0.0066098227891283196 0.0028212865394558395 0.01042229289055935 0.006273169693304226 -0.0012516510386306507 0.0065862199158540791 0.0039158064143644091 0.0051372751196915355 0.0096455668202704847 0.0080439374630805107 0.00029825071687810127 0.0074454229428536356 0.012239249440392962 0.0078882480126399711 0.0027136320930107368 0.0065202801013365388 0.0068724291893886404 0.00314642699076719 0.00046095711403284909 -0.0034971241794881369 0.0042616572006161074 0.0014022386421195486 0.0030699755554087459 0.0091890562636156876 0.0029657258959063753 -0.0010023303551133724 0.0065868227073625999
leaf_weight=22 76 75 31 1149 51 28 32 26 21 74 27 36 20 24 27 27 224 35 50 118 62 54 21 33 22 20 42 22 20 652
leaf_count=22 76 75 31 1149 51 28 32 26 21 74 27 36 20 24 27 27 224 35 50 118 62 54 21 33 22 20 42 22 20 652
internal_value=0 0.00628905 0.00639571 0.00646755 0.00612013 0.00623147 0.00615234 0.00289997 0.00302655 0.00628472 0.00251778 0.00696864 0.00400049 0.00661345 0.00408205 0.00797753 0.00835628 0.0035537 0.00495284 0.00641448 0.00530332 0.00173011 0.000852655 0.0019026 0.00393395 0.00678558 0.00688738 0.00625852 0.00231488 0.00674431
internal_weight=0 2769 2694 2645 1562 1511 1483 58 352 1425 49 1083 201 801 51 282 251 181 85 1351 202 151 108 87 43 750 730 140 96 694
internal_count=3121 2769 2694 2645 1562 1511 1483 58 352 1425 49 1083 201 801 51 282 251 181 85 1351 202 151 108 87 43 750 730 140 96 694
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=31
num_cat=0
split_feature=4 3 2 106 149 2 457 14 44 0 157 1 51 1 48 52 11 4 0 457 0 156 403 50 13 1212 52 97 475 4
split_gain=0.269252 0.091653 0.0658932 0.0438811 0.0418347 0.0397967 0.0368545 0.0393566 0.0361766 0.0387761 0.0720837 0.0538068 0.0658016 0.0395415 0.0336978 0.0394866 0.0257971 0.044256 0.0352213 0.0400877 0.030009 0.031995 0.0298741 0.024986 0.0307232 0.0249577 0.0246849 0.0277053 0.0239646 0.0231522
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.085655000000000009 0.07770500000000001 0.25063000000000007 0.31508000000000008 0.076175000000000007 1.0000000180025095e-35 -0.13027499999999997 -0.067349999999999979 0.085110000000000005 0.087505000000000013 0.094715000000000008 0.093265000000000015 0.13140000000000004 0.097680000000000017 -0.49405499999999997 -0.079119999999999982 0.062030000000000009 -0.079829999999999998 0.10068000000000001 -1.0000000180025095e-35 0.10883000000000001 -0.01163 0.14338500000000001 0.12418000000000001 -1.0000000180025095e-35 -0.010194999999999997 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 26 7 8 9 10 -1 -12 13 -13 16 -16 17 28 20 25 21 23 -22 29 -25 -20 27 -2 -11 -19
right_child=4 -3 -4 -5 -6 -7 -8 -9 -10 14 11 12 -14 -15 15 -17 -18 18 19 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013840204663574697 -0.0010426475751129066 0.0022120438429992645 0.00042653994675239792 0.0020615896007286443 0.0064323284521898526 -0.0017028201244432819 0.0020246705189347269 0.0079256193452657987 0.0087922484469163467 0.0064803344643517072 0.0084179608656891752 -0.0014525292103644461 0.0083724023589941982 0.0037795713726574416 0.0052450182209894114 0.0014518509760047451 0.0024017880926840009 0.006517408201365385 0.0053738999579458898 0.0016187803778198681 0.0060642658868649358 0.0025685145128518344 0.010956867703666481 0.0056512668534346366 0.0016633147643879056 0.0089601325895637268 0.0050503214751071758 0.0026644937117068154 0.0092837896485192094 0.0052398560631254825
leaf_weight=20 22 75 23 31 28 22 25 91 40 62 35 20 24 52 163 33 20 942 653 28 24 25 26 85 25 20 39 241 60 167
leaf_count=20 22 75 23 31 28 22 25 91 40 62 35 20 24 52 163 33 20 942 653 28 24 25 26 85 25 20 39 241 60 167
internal_value=0 0.00566014 0.00575614 0.00580203 0.00272389 0.00240341 0.00584595 0.00588249 0.00580882 0.00576078 0.00420777 0.00506148 0.00383776 0.00232621 0.0058613 0.00460637 0.0059764 0.00601017 0.0058971 0.00532623 0.00620636 0.00610981 0.00860842 0.00618244 0.00474491 0.00548047 0.00270254 0.00235439 0.00785908 0.00632503
internal_weight=0 2769 2694 2671 352 324 2640 2615 2524 2484 151 131 96 72 2333 196 2137 2117 1995 701 1294 1244 50 1219 110 673 302 263 122 1109
internal_count=3121 2769 2694 2671 352 324 2640 2615 2524 2484 151 131 96 72 2333 196 2137 2117 1995 701 1294 1244 50 1219 110 673 302 263 122 1109
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 9 43 3 3 1 483 4 40 13 15 16 2 1209 1209 1213 13 403 4 50 43 11 16 123 1212 16
split_gain=0.223165 0.0638443 0.0493895 0.0485893 0.0519343 0.033418 0.0331877 0.044416 0.0319816 0.0318598 0.035306 0.0275866 0.0247983 0.0265728 0.0238005 0.0235371 0.0325507 0.0304115 0.0323876 0.0261621 0.0249682 0.0246668 0.0353276 0.0272651 0.0369391 0.0241981 0.0232906 0.0239686 0.0232673 0.0609768
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 0.081890000000000004 -0.078139999999999973 0.12178000000000001 -0.0037349999999999996 0.16773500000000005 0.098395000000000024 0.40124500000000002 -0.08440499999999998 -0.0093149999999999986 0.15110000000000004 -0.083539999999999989 0.084855000000000014 -0.085894999999999985 -0.067109999999999989 0.12389500000000002 0.0027400000000000007 -0.037174999999999993 -0.082249999999999976 0.09586500000000002 -0.00067499999999999993 1.0000000180025095e-35 -0.39185999999999993 0.11021500000000002 0.089590000000000017 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 8 -8 12 10 26 14 13 -5 15 16 20 -17 -19 28 21 22 -3 24 -23 -18 -2 -28 -20 -30
right_child=9 5 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 17 25 18 19 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00014040263207710306 0.0013230785428671036 0.0072727204323200572 -9.6925656096293381e-05 0.0043144080178614749 0.0089131256601271726 0.0086512861990680305 0.0053405892039747552 0.0023200259254924182 -0.00052688632637173645 -0.0012379694527581983 0.006683242433937267 0.0023290108183338758 0.0047106686292993673 -0.00039542220905423164 0.0024373319155919101 0.0019445219502687969 0.0050741216134416864 0.0088580866826911617 0.0051815190665319318 0.00725216753617452 0.0039639579910977652 0.0076524726753171611 0.0033213230009589874 0.0055045372484635348 0.012026549820215084 0.0082926578838378191 0.0036396787777415764 0.00027637435402721165 0.0048379237798950349 -0.0013432578463107349
leaf_weight=23 127 64 26 23 26 30 303 58 21 23 20 31 84 25 28 29 356 24 1256 57 29 75 35 34 26 25 139 25 79 20
leaf_count=23 127 64 26 23 26 30 303 58 21 23 20 31 84 25 28 29 356 24 1256 57 29 75 35 34 26 25 139 25 79 20
internal_value=0 0.00508882 0.00416423 0.00436101 0.00455274 0.00533658 0.00433217 0.00485529 0.00309789 0.00235343 0.00261904 0.00529071 0.00367456 0.00186137 0.00533367 0.00537213 0.00587599 0.00515063 0.00521538 0.00515346 0.00673169 0.0070747 0.00587576 0.00795393 0.00877847 0.00528531 0.00233971 0.00312698 0.00506518 0.0035892
internal_weight=0 2787 589 563 540 2198 514 361 153 334 311 2168 132 48 2137 2109 644 1465 1436 1412 263 234 99 135 101 381 291 164 1355 99
internal_count=3121 2787 589 563 540 2198 514 361 153 334 311 2168 132 48 2137 2109 644 1465 1436 1412 263 234 99 135 101 381 291 164 1355 99
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=31
num_cat=0
split_feature=4 3 2 149 106 10 44 48 4 0 48 48 1 2 48 39 2 1 40 159 15 52 1212 133 1212 13 41 2 43 15
split_gain=0.181051 0.0627664 0.0494695 0.0350603 0.0313795 0.0305838 0.0288455 0.028177 0.0231449 0.0292759 0.0293153 0.0427355 0.0277984 0.0386178 0.0384757 0.0415973 0.0309457 0.0376384 0.0251018 0.0234389 0.0230633 0.0224303 0.024551 0.0369387 0.0221529 0.0252877 0.0217584 0.0268483 0.0266411 0.0281443
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 0.085655000000000009 -0.079859999999999987 1.0000000180025095e-35 0.14505500000000002 -0.082249999999999976 -0.087319999999999995 0.092475000000000016 0.016865000000000002 0.091535000000000019 0.09358000000000001 0.10866500000000003 0.083240000000000022 -0.080614999999999978 0.09253500000000002 -0.0061149999999999998 -0.085179999999999992 -0.088429999999999995 0.11277500000000001 0.089995000000000019 0.061605000000000007 0.087490000000000012 -0.085584999999999981 0.081560000000000007 0.11682500000000001 0.0061450000000000003 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 8 9 -1 11 19 -10 16 15 -15 -14 -18 -19 -11 -3 22 24 -24 25 -21 27 -7 29 -29
right_child=3 20 -4 -5 -6 26 -8 -9 12 10 -12 -13 13 14 -16 -17 17 18 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0066941516704677618 -0.00073953815616476231 0.0043713260229434015 4.9590780121355276e-05 0.005575189209672057 0.001544181204911682 0.0029691457705673997 0.007409357354481472 0.001139763059539043 0.0047633337175921608 0.0079819877408832934 0.0017839100677520038 0.0096386095148045577 0.00087917871860554442 -0.0012477536745464956 0.0059316885221051057 0.0035376907196169832 0.0011667449420703381 0.0079097135225310918 0.0046536798577070373 0.0016257373327832848 0.00056833336409629106 0.0015015532891266049 0.0047300735667217958 -0.00047182423062622545 0.0079131425025739856 0.005192980503182028 0.0047473558506387625 0.0031761476465825981 -0.0024371315049938856 -6.7640465244443878e-05
leaf_weight=114 39 23 23 28 31 127 40 22 1453 24 28 20 24 39 20 34 29 26 265 21 52 20 43 20 28 370 31 53 20 54
leaf_count=114 39 23 23 28 31 127 40 22 1453 24 28 20 24 39 20 34 29 26 265 21 52 20 43 20 28 370 31 53 20 54
internal_value=0 0.00458803 0.00466747 0.00218027 0.00470724 0.00188688 0.00474438 0.00470338 0.00473379 0.00523041 0.0049397 0.00510154 0.00455301 0.0038537 0.00204573 0.000981083 0.00434248 0.00460223 0.0049446 0.00492902 0.00173458 0.00478307 0.00491923 0.00307868 0.00519597 0.00500139 0.00224628 0.00194103 0.000912918 0.0015391
internal_weight=0 2769 2694 352 2671 324 2640 2600 2578 688 574 546 1890 437 93 73 344 320 291 526 75 502 482 63 419 391 285 254 127 107
internal_count=3121 2769 2694 352 2671 324 2640 2600 2578 688 574 546 1890 437 93 73 344 320 291 526 75 502 482 63 419 391 285 254 127 107
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 15 4 14 0 2 4 47 2 0 1 0 2 4 12 4 1 159 4 160 2 15 47
split_gain=8.40502 1.06931 0.943975 0.803512 0.469991 0.362013 0.361263 0.282968 0.24325 0.207052 0.182694 0.161813 0.142278 0.130469 0.128252 0.117488 0.106926 0.1061 0.103496 0.102878 0.0985864 0.098773 0.0929034 0.0844812 0.0833937 0.0767244 0.101565 0.075614 0.0755835 0.0960103
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.13082500000000002 0.40124500000000002 0.024640000000000006 0.053180000000000012 0.076175000000000007 -0.23194499999999998 0.15361500000000003 0.27834500000000006 0.080455000000000013 0.12358500000000001 -0.10011499999999998 0.11669000000000002 -0.14001499999999997 0.11389000000000002 -0.064054999999999987 -1.0000000180025095e-35 -0.50262499999999988 0.10124500000000002 0.082585000000000006 0.0067750000000000006 -0.010514999999999998 0.089005000000000015 -0.41396999999999995 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 10 12 -5 14 15 18 -1 13 -3 23 16 -7 24 -4 20 -13 -22 -20 25 -2 26 -6 -24 -19 -30
right_child=1 6 5 7 8 9 -8 -9 -10 -11 -12 19 -14 -15 -16 -17 -18 28 22 -21 21 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00069636067976501102 0.00035911708692453099 0.00031218439380892071 0.00045857310212929459 0.00053144341233726745 0.00032016621132135168 0.00067350435359724643 0.0003641815857972075 0.00032010644551037866 0.00060764773184456184 0.00046907293110127373 0.00071194667801044984 0.00059056192854565961 8.6614433102080141e-05 0.00016297543252064513 0.00048257675744509663 0.00042957185973502076 0.00055183131073411609 0.00030833000040688768 0.00071788854291793009 0.00038919963175648291 0.00053517114842758097 0.00039011177973509914 0.00059466957955354918 0.00031154689514369626 0.00025074870661174987 0.00029794356005699362 0.00048418694086804905 0.00055652901869596497 0.00011383655941979034 0.00027631731296719718
leaf_weight=22 86 29 24 102 21 29 39 32 21 139 46 69 70 101 42 29 654 35 21 21 59 26 911 73 40 21 47 256 29 27
leaf_count=22 86 29 24 102 21 29 39 32 21 139 46 69 70 101 42 29 654 35 21 21 59 26 911 73 40 21 47 256 29 27
internal_value=0 0.000292708 0.000552589 0.00036159 0.000467935 0.000569528 0.000191548 0.000480975 0.000406706 0.000538294 0.000590657 0.000537868 0.000157884 0.000196261 0.000386021 0.000551807 0.000556998 0.000287868 0.000586053 0.000517943 0.000535499 0.0004908 0.000588629 0.000360988 0.000324714 0.00040154 0.000433533 0.000586303 0.00023685 0.000192175
internal_weight=0 590 2531 351 422 2109 239 134 225 851 1258 197 200 130 204 712 683 217 1212 175 154 85 1188 162 126 89 68 1167 91 56
internal_count=3121 590 2531 351 422 2109 239 134 225 851 1258 197 200 130 204 712 683 217 1212 175 154 85 1188 162 126 89 68 1167 91 56
is_linear=0
shrinkage=0.00196078


Tree=8365
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 4 2 14 15 49 47 52 1 124 0 1 51 13 1 1 3 1 3 0 50
split_gain=17.7825 2.21227 2.04539 1.12295 1.08624 0.896335 0.746603 0.670317 0.581652 0.606459 0.452508 0.333835 0.299861 0.261339 0.240711 0.237617 0.231504 0.248913 0.232843 0.193298 0.192358 0.173628 0.162323 0.147098 0.144867 0.140862 0.132386 0.129638 0.158793 0.124656
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092845000000000025 0.27834500000000006 0.14285500000000004 -0.17966999999999997 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 0.053180000000000012 0.11389000000000002 0.076175000000000007 0.13592500000000005 -0.012034999999999999 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.13027499999999997 0.16175000000000003 -0.10056999999999998 -1.0000000180025095e-35 0.12958500000000003 0.12000500000000001 0.12745000000000004 0.13075500000000004 -0.13309499999999996 -0.066089999999999996 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 14 8 -5 12 24 23 13 15 19 27 -2 21 17 18 -8 -4 29 -1 -11 -10 -3 -24 -6 -9 -29 -7
right_child=1 5 7 6 26 20 16 10 9 22 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00087972708814585982 0.00051364209922943633 0.00038447832763636346 0.00068255616463885741 0.00084019515569470503 0.00045991906250271187 0.00017250240110580593 0.00042984770579623577 0.00087602363415299051 0.00076387165489468769 0.00033609841899339435 0.0006667674729325697 0.00052576050102420531 0.0009966755144533092 0.00057959221768294218 0.00075098613161158582 0.00092217255206335149 0.00067778414052225471 0.00038447460725507266 0.00068052832926343305 0.00083939097006320346 9.3501757953862066e-06 0.00071880258087464574 0.00039081145158115043 0.0005315277751023862 0.00020658557553096622 0.0005753066177236907 0.00028275508845218886 0.00080385729715988226 0.00072640263032253648 0.00033542455615950568
leaf_weight=31 20 24 31 28 50 65 28 71 22 94 137 23 46 22 92 35 22 73 29 1191 21 153 41 20 66 26 24 482 129 25
leaf_count=31 20 24 31 28 50 65 28 71 22 94 137 23 46 22 92 35 22 73 29 1191 21 153 41 20 66 26 24 482 129 25
internal_value=0 0.000409852 0.00078786 0.000663249 0.000586805 0.000328384 0.000545969 0.000812794 0.00038523 0.0004434 0.00076987 0.000750483 0.000841263 0.000789934 0.000708603 0.000774084 0.000491769 0.00046029 0.000557387 0.000835412 0.00017833 0.000745915 0.000388661 0.000653232 0.000254024 0.000462407 0.00040246 0.00079672 0.000787504 0.000217759
internal_weight=0 590 2531 422 186 404 180 2109 293 203 841 242 1268 704 112 219 152 130 57 1222 111 184 161 42 90 67 74 682 611 90
internal_count=3121 590 2531 422 186 404 180 2109 293 203 841 242 1268 704 112 219 152 130 57 1222 111 184 161 42 90 67 74 682 611 90
is_linear=0
shrinkage=0.00196078


Tree=8366
num_leaves=31
num_cat=0
split_feature=1 52 2 124 12 2 4 4 42 2 4 14 50 2 2 52 457 1 1 14 1 130 43 13 12 15 1 0 4 16
split_gain=9.15656 1.50628 0.848219 0.786824 0.562535 0.444778 0.411292 0.361478 0.309689 0.259134 0.223423 0.178661 0.176176 0.156913 0.228431 0.129138 0.145807 0.345913 0.111523 0.102571 0.102028 0.0938466 0.0921615 0.0867677 0.0868181 0.0849825 0.0850889 0.068772 0.0810365 0.0780262
threshold=0.10508500000000001 -0.40967499999999996 0.14285500000000004 -0.076779999999999987 0.088105000000000003 0.13404500000000005 0.40124500000000002 0.40473500000000007 -0.0060199999999999993 0.089885000000000007 -0.17966999999999997 0.062655000000000016 0.041865000000000006 -1.0000000180025095e-35 0.10045500000000002 -0.56176499999999996 0.069910000000000014 0.084525000000000003 0.11588000000000001 0.062655000000000016 0.091195000000000012 -0.076894999999999977 -0.080324999999999994 -0.011914999999999999 -0.093619999999999995 -0.081924999999999984 0.14754500000000001 0.18019500000000002 0.033845000000000007 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 10 6 9 18 -1 11 -3 20 25 -12 -15 -11 19 -18 -6 27 -5 -16 -10 24 -23 26 -4 28 -17 -30
right_child=1 2 12 5 7 -7 -8 -9 22 15 13 -13 -14 14 21 16 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00056634327396750458 0.00060852263961270244 0.00047413941010151031 0.00021484528702257099 0.00063029839769025427 0.00060637604282272708 0.00041924783346556624 0.00035270569036452984 0.00031351985446378294 0.00039987336356673561 0.00068662119587002755 0.00021859023206659839 0.0007329420317502939 0.00029809540149822731 0.00048870683418022153 0.00016587169548752261 0.00059681162196973758 0.00060690872225106925 0.00027615690183844052 0.00046454237192763504 0.00070650326973038021 0.00058409420911176215 0.0003744412279652169 0.00024384062292316593 0.00035082265330668548 0.00023020781006507206 2.5055388972510163e-05 8.1961552367668922e-05 0.00046779743377484525 0.00061223771819630924 0.00052572509820169341
leaf_weight=40 71 27 44 1115 39 49 24 46 43 45 89 59 30 26 20 537 31 20 47 26 220 21 22 89 68 24 32 20 56 141
leaf_count=40 71 27 44 1115 39 49 24 46 43 45 89 59 30 26 20 537 31 20 47 26 220 21 22 89 68 24 32 20 56 141
internal_value=0 0.00033841 0.000306553 0.000596654 0.00034518 0.000604096 0.000608044 0.000453819 0.000430598 0.000610743 0.000303002 0.000627351 0.000166309 0.000288239 0.000315913 0.000584316 0.000578776 0.000477202 0.000528862 0.000585417 0.000622684 0.000293222 0.000347062 0.000307532 0.00026424 0.000126773 0.000158894 0.000581242 0.000584333 0.000550318
internal_weight=0 673 602 2448 472 2343 2294 132 105 2270 340 1394 130 313 224 876 831 51 86 780 1335 198 65 178 89 100 76 754 734 197
internal_count=3121 673 602 2448 472 2343 2294 132 105 2270 340 1394 130 313 224 876 831 51 86 780 1335 198 65 178 89 100 76 754 734 197
is_linear=0
shrinkage=0.00196078


Tree=8367
num_leaves=31
num_cat=0
split_feature=1 12 15 151 132 1 15 475 3 12 52 16 4 3 2 0 160 49 39 16 12 15 4 1456 4 4 49 49 4 157
split_gain=0.278556 0.0845355 0.045229 0.0462266 0.0437199 0.0432253 0.0478005 0.0386926 0.0324834 0.0479918 0.0323174 0.0297844 0.0273814 0.0289493 0.0363815 0.0339321 0.0285877 0.0265096 0.0263813 0.0314244 0.0260509 0.0238234 0.0236113 0.0222843 0.0219375 0.0304542 0.0221426 0.026952 0.0223444 0.021648
threshold=0.12000500000000001 0.078300000000000008 0.035560000000000008 0.015440000000000001 0.092880000000000004 0.095950000000000021 -0.14712999999999996 -0.068264999999999978 0.31370500000000007 -0.42850999999999995 0.096795000000000006 -0.39185999999999993 0.053180000000000012 -0.13309499999999996 0.081685000000000021 -0.066089999999999996 -1.0000000180025095e-35 -0.061079999999999988 0.10166000000000001 -1.0000000180025095e-35 0.092465000000000006 -1.0000000180025095e-35 0.056795000000000005 0.094080000000000011 0.50996500000000011 0.10528000000000001 -0.063424999999999981 0.14233500000000002 0.057560000000000007 -0.052249999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 11 -10 18 -2 13 14 -3 -15 -17 -5 19 -9 -18 -16 -14 -24 25 26 -13 28 -28 -23
right_child=8 12 -4 17 -6 -7 7 10 9 -11 -12 24 22 15 21 16 20 -19 -20 -21 -22 29 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0097774873562157163 0.0016650707840555065 0.01055319286231814 0.0070104591549742124 0.0039360077552763485 1.4379997515962239e-05 0.0037031550639410795 0.0018912036497626577 0.0054525861696799426 0.0038260459317825735 -0.00093685378752914918 0.0022371998765384374 0.00091155879199504857 0.0018423355321156914 0.0059889284559148164 0.0036052777917812704 0.0018786096102275857 0.0080763381104916338 -0.00076413816173693963 0.0030639408537271352 0.008617744800550017 0.0045329361001304426 0.0094036046055055444 0.0054476036484345279 0.0019749702271656135 0.0011703356833701643 0.0073149030502275411 0.0073567362700487143 0.0015941797836643201 0.0031587799944515736 0.0063790318571118401
leaf_weight=25 92 27 63 21 21 227 31 73 34 56 23 23 23 1551 23 33 25 28 22 55 122 31 243 20 24 29 32 23 21 100
leaf_count=25 92 27 63 21 21 227 31 73 34 56 23 23 23 1551 23 33 25 28 22 55 122 31 243 20 24 29 32 23 21 100
internal_value=0 0.00554232 0.0044784 0.00417513 0.0044756 0.00468105 0.0056504 0.00514463 0.00248626 0.000862464 0.00572761 0.0030852 0.00582742 0.00596392 0.00716725 0.0058381 0.00453845 0.00125021 0.00626281 0.00681262 0.00513556 0.00657361 0.00491483 0.00518353 0.00394475 0.00446495 0.00363012 0.00445284 0.0056934 0.00709477
internal_weight=0 2787 589 526 477 456 229 204 334 90 173 244 2198 1912 181 1731 180 49 150 128 147 154 286 263 152 128 99 76 53 131
internal_count=3121 2787 589 526 477 456 229 204 334 90 173 244 2198 1912 181 1731 180 49 150 128 147 154 286 263 152 128 99 76 53 131
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=31
num_cat=0
split_feature=4 3 9 40 13 160 2 457 149 12 11 43 3 3 1 42 4 16 0 0 15 52 2 49 96 48 52 49 15 14
split_gain=0.227327 0.0770649 0.0571323 0.0368271 0.0382204 0.0361184 0.035162 0.034183 0.0306695 0.0274587 0.0291695 0.0462485 0.0338093 0.0291541 0.0623871 0.0329462 0.0286612 0.0314673 0.0290804 0.0358699 0.0992941 0.0374739 0.0295033 0.0400072 0.0218116 0.024199 0.0252247 0.0232232 0.0357361 0.025528
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.051255000000000002 0.27266500000000005 0.079055000000000014 0.25063000000000007 0.31508000000000008 0.07770500000000001 0.15120000000000003 1.0000000180025095e-35 -0.17390999999999998 -0.14989499999999997 -0.11255999999999998 0.080270000000000022 -0.031659999999999994 -0.082249999999999976 -0.50992999999999988 -0.10836499999999999 -0.14832499999999996 -0.028889999999999996 -0.069804999999999992 0.08622500000000001 -0.028954999999999998 0.086715000000000014 0.12118000000000002 -0.075329999999999994 -0.045154999999999994 -0.40580499999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 -1 8 9 24 10 13 -12 -13 14 15 -4 -15 -18 19 22 21 -21 -19 -24 25 26 -2 -28 29 -29
right_child=6 -3 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 16 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00055203838584992778 -0.00050470301149679083 0.0018362277307799862 0.0084904160420410345 0.0017769037018297241 0.0082970907798227984 0.0049718965752981606 -0.0013948039597986887 0.0012180409394204617 0.005865989281804874 0.0020624501830232996 0.0022948175618101078 0.0065195770851199254 0.010938344611786307 0.0058613657022019419 -0.00046263680118938973 0.0036288016706986013 0.007774737562067458 0.0086597144650295381 0.0050833510877679663 0.0010719008993224375 -0.0036111311732037439 0.0055393302529792941 0.0067374940425383324 0.0018133905490465238 -0.00082205905512507484 -0.00038722260998418702 0.0008507673947238609 0.0044330884895692904 0.0059561150203622445 0.0017485688497430063
leaf_weight=29 21 75 20 32 39 20 24 22 26 28 23 129 20 498 29 46 40 20 1527 28 21 57 33 33 21 26 38 58 47 91
leaf_count=29 21 75 20 32 39 20 24 22 26 28 23 129 20 498 29 46 40 20 1527 28 21 57 33 33 21 26 38 58 47 91
internal_value=0 0.00499803 0.00508606 0.00514874 0.00519003 0.00170263 0.00230005 0.00514295 0.0025704 0.00517679 0.00521134 0.00646845 0.0071127 0.0051194 0.00340333 0.00510202 0.00519164 0.00500202 0.00493751 0.00377758 0.00254643 0.00406771 0.00529504 0.00427544 0.00228667 0.002519 0.00281532 0.00311327 0.00355192 0.00279355
internal_weight=0 2769 2694 2645 2613 49 352 2574 328 2552 2524 172 149 2352 95 66 2257 1759 1719 192 106 85 86 66 302 281 255 234 196 149
internal_count=3121 2769 2694 2645 2613 49 352 2574 328 2552 2524 172 149 2352 95 66 2257 1759 1719 192 106 85 86 66 302 281 255 234 196 149
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 1 4 2 4 52 4 14 0 15 0 4 12 4 50 50 52 16 160 131 16 43 15 12
split_gain=7.47982 1.1675 0.801155 0.668968 0.416204 0.408255 0.286558 0.220502 0.192667 0.19017 0.211305 0.172881 0.17781 0.162549 0.177864 0.19665 0.191137 0.110809 0.129346 0.0958171 0.0934495 0.0932593 0.0834197 0.0721077 0.0719819 0.0696829 0.068107 0.0679255 0.0663639 0.0659159
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13247500000000004 0.089410000000000003 0.042705000000000007 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.42051500000000003 1.0000000180025095e-35 0.27044500000000005 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 -0.07929499999999999 -0.49013999999999996 0.08401500000000002 -0.16363499999999997 0.086295000000000011 0.083640000000000006 -0.16675999999999999 -0.039889999999999988 -0.067824999999999983 0.09031500000000002 -0.12029499999999999 -0.018859999999999998 -0.14712999999999996 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 5 4 6 -3 13 -5 -7 10 -4 12 26 14 15 -1 29 21 19 -19 -11 27 -15 -17 -12 -2 -8 -18 -13 -16
right_child=1 2 9 7 -6 8 11 -9 -10 20 24 28 -14 22 16 23 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061904472994506893 0.00057466996609329844 0.00029048150478595261 0.00031367921935886086 0.00050042438897655492 0.00036412689216099806 0.00049715336673066056 0.00053101603621631005 0.00030448912830073751 0.00030708771823647864 0.00010240747538305948 0.00026866613703393068 0.00064567791786737021 0.00029495528953916886 0.00052932789384880488 0.0006122922449808369 0.00034829957063236308 0.00045114314950564331 0.00050190810844594354 0.00052182440639551918 0.00030997433124438801 0.00024496650044373013 0.00069709434674011003 0.00067586135410141338 0.00048461520292010962 0.00013939909416749388 0.00044745426668840299 0.00044410605365956528 0.00057814688401376223 0.00052351726954270904 0.00056228765671465289
leaf_weight=22 49 226 73 34 51 70 52 63 29 90 22 21 25 20 112 37 20 20 499 20 22 21 59 25 67 25 104 85 92 1066
leaf_count=22 49 226 73 34 51 70 52 63 29 90 22 21 25 20 112 37 20 20 499 20 22 21 59 25 67 25 104 85 92 1066
internal_value=0 0.000299339 0.000270634 0.000532743 0.000539327 0.000336477 0.000543212 0.000373167 0.000441478 0.000192536 0.000235488 0.000486043 0.000448474 0.000551591 0.000548017 0.000459779 0.000552039 0.000525462 0.000513225 0.000405941 0.00013041 0.000577812 0.000638764 0.000403266 0.000171353 0.000531692 0.000473076 0.000553956 0.00054622 0.000567042
internal_weight=0 673 599 2448 2351 325 2300 97 99 274 162 294 181 2006 1927 84 1843 665 539 40 112 126 79 62 89 74 156 105 113 1178
internal_count=3121 673 599 2448 2351 325 2300 97 99 274 162 294 181 2006 1927 84 1843 665 539 40 112 126 79 62 89 74 156 105 113 1178
is_linear=0
shrinkage=0.00196078


Tree=8370
num_leaves=31
num_cat=0
split_feature=1 2 48 97 33 123 1 483 0 1420 1429 160 15 16 14 2 11 4 33 48 160 151 3 4 52 2 2 52 150 155
split_gain=0.220391 0.0686301 0.0405349 0.033889 0.0346237 0.0324597 0.0314325 0.027768 0.0258973 0.0258003 0.0353883 0.0566551 0.046526 0.0360356 0.0446718 0.0420782 0.0434551 0.0608392 0.0396358 0.0389372 0.0266887 0.0256711 0.0256246 0.024541 0.0242988 0.0247396 0.0232601 0.0221015 0.0217559 0.0222319
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 -0.083924999999999986 0.083840000000000012 0.085290000000000019 0.16773500000000005 0.098395000000000024 -0.14723999999999998 -0.0018599999999999999 0.084770000000000012 -0.011159999999999998 -0.0072999999999999992 0.19444000000000003 0.086645000000000014 -0.0091949999999999983 0.081790000000000015 -0.15464999999999998 -1.0000000180025095e-35 0.092065000000000022 -0.0080249999999999991 0.009020000000000002 -0.082094999999999987 -0.50427999999999995 -0.53964499999999982 0.082275000000000015 0.08647500000000001 0.056145000000000007 0.10874500000000002 0.083440000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 9 23 7 -2 -7 22 13 12 -12 14 15 18 17 27 -11 20 -15 28 -5 -3 -22 -26 -23 -17 29 -19
right_child=6 2 -4 4 -6 8 -8 -9 -10 10 11 -13 -14 19 -16 16 -18 21 -20 -21 24 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019545318728143523 0.0021643834564129944 0.0071591183085572621 -0.00048232555389404302 0.008984741125844747 0.0090427742421109979 -0.0010781810479238629 -0.0014189520078893428 0.0060164262773469094 0.0033881302815987856 0.0052279807627201086 0.0041395226707531801 0.0069246056800087294 -0.0013847028964664788 0.0069959217555541344 0.0091725215010730367 0.006479427799349651 0.00077860922014917297 0.005206207137662908 -0.00034865129765911172 -0.00037143689003728687 0.0056249020559334898 0.0054492104756222529 0.0053643531145770914 0.0041705293987174723 0.004830542571809409 0.00043991812607132355 0.001104103308171034 0.010536741721845265 0.0078195587238844705 0.00779164424234563
leaf_weight=33 291 29 20 34 23 20 23 20 37 25 31 27 30 28 29 25 21 1526 26 21 32 22 46 523 21 33 28 29 34 34
leaf_count=33 291 29 20 34 23 20 23 20 37 25 31 27 30 28 29 25 21 1526 26 21 32 22 46 523 21 33 28 29 34 34
internal_value=0 0.00486662 0.00394746 0.00513452 0.00518391 0.00409294 0.00214829 0.0024121 0.001821 0.00514168 0.005072 0.00311078 0.00142269 0.00516124 0.00527948 0.0052157 0.00529968 0.0053556 0.00238499 0.00358549 0.0043144 0.00524711 0.00690302 0.00432754 0.00344134 0.00214738 0.00301595 0.00865836 0.0053171 0.00526256
internal_weight=0 2787 629 2158 2125 609 334 311 57 2102 2022 88 61 1934 1799 1770 1719 1698 51 135 114 1644 80 552 86 54 50 54 1594 1560
internal_count=3121 2787 629 2158 2125 609 334 311 57 2102 2022 88 61 1934 1799 1770 1719 1698 51 135 114 1644 80 552 86 54 50 54 1594 1560
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=31
num_cat=0
split_feature=4 3 2 9 2 44 48 149 14 0 475 2 14 2 51 42 130 11 42 15 160 4 43 12 159 42 3 43 1455 133
split_gain=0.182462 0.0643761 0.0511543 0.0311667 0.0298947 0.0289009 0.0262707 0.025223 0.0218277 0.0445784 0.0554443 0.0588984 0.0358712 0.0343484 0.0326179 0.0237457 0.0223905 0.0265772 0.0240075 0.0208685 0.0207225 0.0206861 0.0499136 0.0205516 0.0277338 0.023313 0.0253061 0.0231341 0.0275254 0.0242947
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.25063000000000007 0.081805000000000017 0.14505500000000002 0.07770500000000001 0.019675000000000002 -0.13027499999999997 -0.029109999999999997 0.08622500000000001 0.10189000000000002 0.089320000000000024 0.09364500000000002 0.085465000000000013 -0.068174999999999986 0.096970000000000015 -0.0041849999999999986 -0.088429999999999995 0.079055000000000014 0.0045450000000000013 -0.080324999999999994 0.090165000000000009 0.12283500000000001 0.099210000000000007 -0.15956499999999998 -0.091784999999999992 -0.23681499999999997 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 7 6 8 -2 9 10 -5 -12 13 15 21 -10 18 23 -11 -3 -1 22 -13 24 25 26 -18 -28 -29 -30
right_child=4 19 -4 5 -6 -7 -8 -9 12 16 11 14 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00023044352606770452 0.0019656039434230721 0.004009088658494875 -0.00022465703684998594 -0.0020496983942575753 -0.0014332573492235193 0.0072956076225014661 0.0010767324150285939 0.0052115788432554565 0.004161018950125093 0.0068235776462968745 0.0086031788814580068 0.0035279816776892406 0.0024813057050447574 0.010620625626761467 0.0064282302329957026 0.0085034672147594383 0.0017291032875488912 0.00090606824436690659 0.002954777255654335 0.00039157010950685404 0.0044449546511168593 0.0037658533919602633 -0.002253394529023873 0.0042241166663196297 0.0083597254177386112 0.0072828607814800416 0.00596123089801129 0.0079456999432295557 0.0046146075628755454 0.0019308476761216297
leaf_weight=28 302 23 23 20 24 38 22 26 34 81 20 32 22 20 20 20 28 20 20 52 20 40 28 968 22 36 143 24 930 35
leaf_count=28 302 23 23 20 24 38 22 26 34 81 20 32 22 20 20 20 28 20 20 52 20 40 28 968 22 36 143 24 930 35
internal_value=0 0.00439075 0.0044712 0.00451164 0.00197362 0.00455785 0.0045176 0.00222291 0.00454714 0.00448957 0.00287543 0.00357902 0.00602651 0.00708049 0.00274166 0.00576933 0.00460152 0.00453486 0.00605748 0.00150094 0.00198649 0.00200435 0.000830006 0.00456806 0.0048414 0.00477669 0.00469891 0.00477237 0.00460047 0.00451727
internal_weight=0 2769 2694 2671 352 2623 2585 328 2563 2467 160 140 96 74 120 54 2307 2206 101 75 48 100 60 2186 1218 1196 1160 1132 989 965
internal_count=3121 2769 2694 2671 352 2623 2585 328 2563 2467 160 140 96 74 120 54 2307 2206 101 75 48 100 60 2186 1218 1196 1160 1132 989 965
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=31
num_cat=0
split_feature=1 2 11 11 40 2 150 12 13 1 52 41 1 483 0 1424 158 51 156 1429 475 42 475 151 483 151 0 0 3 1447
split_gain=0.15074 0.0456403 0.0447371 0.0435404 0.0373688 0.0311004 0.0303733 0.0450269 0.0294323 0.0292935 0.0275925 0.0252683 0.0251368 0.0231012 0.0221032 0.0211287 0.0214085 0.0271331 0.0250529 0.0247032 0.0243103 0.0367658 0.0308949 0.0231717 0.0226803 0.021712 0.0201353 0.0331622 0.0195042 0.0194915
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.085155000000000022 0.051255000000000002 -0.0091949999999999983 1.0000000180025095e-35 0.087995000000000004 -0.08971999999999998 0.10439500000000002 -0.020999999999999994 0.07677500000000001 0.16773500000000005 0.098395000000000024 -0.07384499999999998 1.0000000180025095e-35 0.080150000000000013 -0.095144999999999993 0.088855000000000003 -0.011139999999999999 -0.085684999999999997 0.083795000000000022 -0.086424999999999988 0.095500000000000015 0.032770000000000007 -0.16761999999999996 -0.23091999999999999 -0.14001499999999997 -0.014944999999999998 -0.082804999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 14 8 9 11 -8 -5 -3 13 -2 -1 16 17 18 -7 -20 21 22 -19 25 29 -22 -11 -28 -16 -18
right_child=12 4 3 10 -6 15 7 -9 -10 26 -12 -13 -14 -15 28 -17 24 20 19 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0044625972499990644 0.0017087620402677498 0.00076951506024782075 0.0097230271968458386 0.0072656555342837242 -0.0010174123581964522 0.00046279930952900595 -0.0022728894559391351 0.005946025421673602 0.0039711464950305982 0.0045011166327943407 0.002075710524583147 0.0046962541932968997 -0.0014912641810319064 0.0052222309696662713 0.0026193396968389581 0.0074094802327454093 0.0074496085313148809 0.0051969130121340811 0.0014969878915386896 0.0053356409857147624 0.0016031805496073933 0.0035161057145455133 0.010559283629325886 0.0016003866941900924 0.0024421999546965318 0.0041596285443113732 -0.001855034995242022 0.0033490462973713876 -0.0011741392572572375 0.0049524237817988592
leaf_weight=29 291 57 28 20 20 39 22 22 477 21 21 23 23 20 33 20 40 22 30 38 34 37 21 38 28 1452 24 25 23 143
leaf_count=29 291 57 28 20 20 39 22 22 477 21 21 23 23 20 33 20 40 22 30 38 34 37 21 38 28 1452 24 25 23 143
internal_value=0 0.00394691 0.00417926 0.0066833 0.00324212 0.00409403 0.00336908 0.00188191 0.00367345 0.000910057 0.00460739 0.00189845 0.00169879 0.00193471 0.00222175 0.00417597 0.00414233 0.00402513 0.0024833 0.00364212 0.00412798 0.00582716 0.00781575 0.00403878 0.00509271 0.00410114 0.00191041 0.000800109 0.0010613 0.00549826
internal_weight=0 2787 2096 69 691 2027 671 114 557 92 41 80 334 311 85 1942 1922 1711 107 68 1604 80 43 1524 211 1486 70 49 56 183
internal_count=3121 2787 2096 69 691 2027 671 114 557 92 41 80 334 311 85 1942 1922 1711 107 68 1604 80 43 1524 211 1486 70 49 56 183
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=31
num_cat=0
split_feature=4 2 52 159 16 4 157 3 14 12 42 12 15 147 13 1 0 15 12 52 12 43 16 48 52 41 41 133 43 42
split_gain=0.129156 0.0467195 0.0395625 0.0398589 0.0293342 0.0427609 0.0468241 0.0259276 0.0249227 0.0243309 0.0299749 0.0236691 0.0301713 0.0234126 0.0285706 0.024502 0.0371122 0.0280205 0.0218091 0.0294167 0.0275036 0.0286901 0.0261499 0.0285189 0.0234826 0.0203893 0.0295884 0.0200026 0.0195826 0.0191624
threshold=0.26450500000000005 0.14285500000000004 0.039215000000000007 0.10620500000000001 -0.14771999999999999 0.024790000000000003 -0.016164999999999995 0.42240500000000009 -0.47071999999999997 0.080890000000000017 0.091205000000000008 0.11232500000000002 -0.03241999999999999 0.096620000000000011 -0.15714499999999998 0.111945 -0.098289999999999975 -0.11713499999999999 1.0000000180025095e-35 -0.089199999999999988 -0.093619999999999995 -0.10131 -0.039889999999999988 0.086425000000000016 -0.066844999999999988 0.085095000000000018 0.07831500000000001 0.091935000000000003 0.031595000000000005 -0.12099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 9 18 -7 8 -2 -1 27 12 -3 14 -10 17 -17 -16 19 -6 -21 -22 23 -23 -24 26 29 28 -11 -20
right_child=2 11 3 -5 5 6 -8 -9 13 10 -12 -13 -14 -15 15 16 -18 -19 25 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0065052016312256468 0.0043547642844108244 0.0018712510495172486 0.0044362203596761051 0.00025275922089349482 0.0041807402328217979 -0.0017038916011537929 0.002783604143604118 -0.0022180452269663954 0.0030050690685852598 0.004930276815186165 0.0068366822185775937 0.0032145264265924008 -0.0031105519371340054 0.0035276768009944431 -0.0040899042469950825 0.0040276362826781615 -0.00023882076051086191 0.00029964686660660487 0.0052583421926020594 -0.00055922028399875456 0.0063289592880755672 -0.0024166833667550237 0.0014940945749306897 0.0021217102909253703 0.0043417260121739127 0.001004926786874421 0.0076121840914267873 0.00053896167470763136 0.0016149323638528586 0.0037608737390749263
leaf_weight=60 24 31 79 32 134 26 220 23 39 62 31 38 20 31 26 28 75 33 90 29 20 20 48 45 73 25 21 21 25 1692
leaf_count=60 24 31 79 32 134 26 220 23 39 62 31 38 20 31 26 28 75 33 90 29 20 20 48 45 73 25 21 21 25 1692
internal_value=0 0.00357879 0.00163338 0.00323018 0.0036547 0.0035596 0.00230932 0.000998093 0.00128704 0.0048222 0.00409573 0.00132528 -8.23972e-05 0.000969693 0.000575178 -9.79571e-06 0.000920993 -0.00163473 0.0036996 0.00299834 0.00232412 0.00273002 0.00234304 0.000725281 0.00321209 0.00384115 0.00388048 0.00330897 0.00397759 0.0038365
internal_weight=0 2731 390 111 2642 2443 246 279 256 199 139 89 51 232 201 162 103 59 2197 369 235 206 186 65 121 1828 1803 108 87 1782
internal_count=3121 2731 390 111 2642 2443 246 279 256 199 139 89 51 232 201 162 103 59 2197 369 235 206 186 65 121 1828 1803 108 87 1782
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 2 1 12 15 13 4 47 0 1 159 14 0 2 16 0 2 4 52 47 12 4 3 147 4 47
split_gain=7.79513 1.03789 0.915553 0.765722 0.484319 0.348198 0.338906 0.292736 0.275491 0.191896 0.186699 0.161042 0.137581 0.130595 0.122489 0.107149 0.103773 0.102799 0.101015 0.170918 0.101433 0.0946893 0.0943606 0.0917722 0.0895147 0.0810434 0.0988309 0.0798826 0.0666688 0.061972
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.14285500000000004 0.13075500000000004 0.091545000000000015 0.024640000000000006 -0.00096999999999999983 0.053180000000000012 0.081320000000000017 -0.23194499999999998 0.16175000000000003 0.084250000000000005 0.076175000000000007 -0.14001499999999997 0.11389000000000002 0.066275000000000014 -0.066089999999999996 0.092235000000000025 0.024790000000000003 -0.53964499999999982 0.10019500000000002 0.13597000000000004 -0.064054999999999987 0.013900000000000001 0.088610000000000008 0.0045450000000000013 0.07813500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 12 9 27 15 11 14 24 18 -1 -8 23 16 -4 25 19 20 -6 -11 -2 -5 -9 -14 -27 -3 -18 -7
right_child=1 6 7 5 8 29 13 10 -10 21 -12 -13 17 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00077663116064088651 0.00071468679173514735 0.00040020716222686597 0.00054720305934988927 0.00039123186123332171 0.00053357218529982567 0.00017918565331842581 0.00026934275601376304 0.0006486527681696995 0.00071118496615790966 0.00059747805448473338 0.00056495606020589889 0.00058517368382982288 0.00067958743582736633 0.00011420205818014401 0.0002936674278634542 0.0007712622566143875 0.00068245850945392787 0.00048342054513266549 0.0005746268610757829 0.00027419061686618146 0.0004149852820361654 0.00043552229625553219 0.0005749001756973211 0.00055086420958533008 0.00053739958090746691 0.00062864617816466169 0.0004759936429121915 0.00026842301835790347 0.0006349443561117535 0.00032697161038716633
leaf_weight=22 24 112 24 45 44 24 126 675 21 35 137 41 69 25 33 46 1071 21 21 23 75 23 82 20 29 63 22 21 127 20
leaf_count=22 24 112 24 45 44 24 126 675 21 35 137 41 69 25 33 46 1071 21 21 23 75 23 82 20 29 63 22 21 127 20
internal_value=0 0.000392592 0.000642866 0.000471819 0.000559496 0.000400412 0.000307226 0.000659548 0.000497341 0.000443862 0.000631182 0.000475327 0.000630486 0.000243657 0.000390957 0.000678361 0.000674864 0.000612114 0.000447697 0.000428926 0.000458833 0.000533254 0.00060655 0.00044035 0.00064407 0.000629663 0.000589136 0.000379399 0.000677422 0.000246361
internal_weight=0 590 2531 306 422 200 284 2109 225 156 841 204 197 151 98 1268 1222 175 163 142 119 58 106 65 704 154 85 133 1198 44
internal_count=3121 590 2531 306 422 200 284 2109 225 156 841 204 197 151 98 1268 1222 175 163 142 119 58 106 65 704 154 85 133 1198 44
is_linear=0
shrinkage=0.00196078


Tree=8375
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 1 2 2 2 14 2 49 2 2 50 4 0 3 3 1 15 39 3 3 0 475 157 1 43 1
split_gain=8.81919 1.10811 0.944234 0.579972 0.556328 0.452176 0.432864 0.321441 0.28619 0.257401 0.247259 0.175007 0.174313 0.16334 0.119577 0.114489 0.127971 0.190986 0.134922 0.103664 0.0942215 0.0917056 0.110743 0.132656 0.116766 0.0803599 0.0861949 0.0993724 0.0794831 0.0755043
threshold=0.10752500000000002 -0.053259999999999995 -0.010834999999999999 0.36766000000000004 0.27834500000000006 0.09253500000000002 0.14285500000000004 0.10188000000000001 -1.0000000180025095e-35 0.062655000000000016 0.10803500000000001 -0.017229999999999999 0.13754500000000003 0.093320000000000014 0.041865000000000006 -0.55119499999999988 -0.075934999999999989 0.086245000000000016 -0.116045 0.12958500000000003 -0.037864999999999989 0.095830000000000012 0.149315 -0.017889999999999996 -0.22491999999999998 -0.081364999999999979 -0.23223999999999997 0.10124500000000002 -0.0065949999999999993 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 11 13 8 9 29 15 19 -2 25 -1 -8 -4 17 -17 -18 -10 -15 22 23 -12 -25 -9 -27 -28 -6 -3
right_child=1 6 3 -5 28 -7 14 12 10 -11 21 -13 -14 20 -16 16 18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00064992308941282215 0.00034206763986432026 0.0002771798040401312 0.00071911645540292718 0.00035604441769243925 0.000206440125300503 0.00032625167044224562 9.4612614467727739e-05 0.00061083541898166425 0.00054880561990564274 0.00069328677080819818 0.00020657813504345221 0.0005400531177327789 0.00039653955259427986 0.00051825275153635894 0.00024699703277528373 0.00059119798258263495 0.00042537194950615661 0.00047552775031600903 0.00055728210912396505 0.00035155863081123319 0.0003565042531665634 0.00018619673475646692 0.00021903600304058808 0.00027755319341724998 0.00044536225783261814 0.00061738269836628806 0.00052610550623606231 0.00039620526456365403 0.00033751517797852822 0.00014848875581409057
leaf_weight=27 21 24 23 47 29 90 83 50 21 83 21 94 37 45 26 1476 34 57 242 20 20 31 40 25 44 35 240 25 46 65
leaf_count=27 21 24 23 47 29 90 83 50 21 83 21 94 37 45 26 1476 34 57 242 20 20 31 40 25 44 35 240 25 46 65
internal_value=0 0.000294919 0.000561126 0.000571668 0.000418215 0.000425066 0.000236353 0.00057607 0.00027583 0.000586486 0.000316646 0.000503899 0.000524529 0.000521732 0.000130961 0.000581647 0.0005799 0.000586897 0.000541032 0.000452588 0.000468484 0.000282028 0.00030488 0.000343032 0.000384562 0.000538059 0.000525929 0.000513851 0.000286833 0.000183192
internal_weight=0 590 2531 2349 190 182 400 2302 291 1915 202 115 387 92 109 1832 1809 1533 276 41 65 161 130 90 69 350 300 265 75 89
internal_count=3121 590 2531 2349 190 182 400 2302 291 1915 202 115 387 92 109 1832 1809 1533 276 41 65 161 130 90 69 350 300 265 75 89
is_linear=0
shrinkage=0.00196078


Tree=8376
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 2 47 2 52 1 52 1 159 1 2 0 52 4 16 50 131 12 2 132 133
split_gain=8.30799 1.40622 0.885385 0.68775 0.638273 0.544252 0.402337 0.309557 0.237981 0.216607 0.197852 0.191146 0.123628 0.12202 0.119725 0.111879 0.0998576 0.0810104 0.167208 0.200381 0.0760804 0.075057 0.0731431 0.0769008 0.0684762 0.0676829 0.0626812 0.0617712 0.0612984 0.0697764
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.14122000000000004 -0.56176499999999996 0.15799000000000005 0.12603000000000003 0.091195000000000012 0.082585000000000006 0.086920000000000011 0.097845000000000015 -0.036484999999999997 0.40674500000000008 0.038415000000000012 -0.12029499999999999 -0.099524999999999988 0.09031500000000002 0.096475000000000019 0.10882500000000002 0.08696000000000001 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 12 6 7 10 26 -5 16 14 15 -12 20 28 21 18 22 -20 -4 -1 -15 -24 -25 -2 -6 -19 29 -3
right_child=1 2 11 9 8 -7 -8 -9 -10 -11 13 -13 -14 17 -16 -17 -18 27 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00059611704916520865 0.00061003503770332883 0.00031012926386152098 0.00014487364717661089 0.00052418947744053263 0.00058537454642179133 0.00034505462613346926 0.00031494419808989388 0.00069239786952163544 0.00032809444255761655 0.00032887981228029871 0.00064958914591197391 0.00034314593534299077 0.00017001265817505036 0.00055515715075633582 4.6883750399078973e-05 0.0004230192817500364 0.00054743738280499008 0.00060851369217834489 0.0002859783420296064 0.00052350370176866947 0.00025120677542934424 0.00049504326899523995 0.00055821790353434507 0.00054984989812084965 0.0004309444319383771 0.00048415157700480976 0.00047340211396031579 0.00048933803743007138 0.00019142856495494605 0.00020399773405484732
leaf_weight=1088 52 202 86 34 29 41 23 84 40 61 43 22 31 482 35 26 216 102 22 36 37 29 62 27 60 24 57 20 23 27
leaf_count=1088 52 202 86 34 29 41 23 84 40 61 43 22 31 482 35 26 216 102 22 36 37 29 62 27 60 24 57 20 23 27
internal_value=0 0.000318661 0.000287566 0.00056232 0.000335424 0.000568974 0.000572976 0.000575589 0.000453044 0.00039878 0.000571102 0.000171911 0.000287462 0.000547802 0.000148068 0.000300559 0.00058603 0.000542405 0.000534159 0.000433408 0.00017686 0.000593493 0.00054342 0.00050545 0.000467846 0.000570282 0.00051116 0.000588977 0.000287924 0.000297616
internal_weight=0 691 615 2430 435 2335 2294 2271 126 95 2187 180 309 854 158 278 1333 811 689 58 123 1117 631 149 87 76 86 122 252 229
internal_count=3121 691 615 2430 435 2335 2294 2271 126 95 2187 180 309 854 158 278 1333 811 689 58 123 1117 631 149 87 76 86 122 252 229
is_linear=0
shrinkage=0.00196078


Tree=8377
num_leaves=31
num_cat=0
split_feature=4 3 2 106 14 2 39 13 457 13 149 159 13 4 16 1 16 4 0 1209 13 130 3 3 160 402 43 1212 1213 48
split_gain=0.196293 0.0658984 0.0494397 0.0351215 0.0284116 0.0282086 0.0250688 0.0428309 0.0269474 0.0241291 0.0237405 0.0206756 0.0204778 0.027784 0.0279211 0.0272744 0.0252298 0.035628 0.033673 0.0329508 0.0353178 0.030483 0.0297524 0.0310001 0.0264337 0.0257731 0.025766 0.0355109 0.0268373 0.0244125
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.085655000000000009 -0.23960999999999996 0.25063000000000007 0.10076500000000001 0.27266500000000005 0.31508000000000008 0.14871000000000004 0.07770500000000001 0.082105000000000025 -0.083764999999999992 0.053925000000000008 -0.13088499999999997 0.097525000000000014 -0.062804999999999986 -0.37944499999999992 -0.010949999999999998 -0.074484999999999982 0.0036400000000000004 -0.082104999999999984 0.10893000000000001 -0.0025099999999999996 -1.0000000180025095e-35 -0.014954999999999998 0.0016850000000000001 0.12218000000000002 0.0036000000000000003 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 8 12 -8 -2 -3 13 15 -15 -6 19 29 21 25 26 -19 23 -23 -25 -14 -21 28 -28 -18
right_child=5 11 -4 -5 6 -7 9 -9 -10 -11 -12 -13 16 14 -16 -17 17 18 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0083591624717449849 0.0020206083275502505 0.0032497303738062717 5.6353114221407019e-08 0.0013099590278861503 0.0052857487276201385 -0.0012813250029770039 0.0041203487897291781 0.0088308407161384831 0.0012640209423135157 -0.00021174969151616096 0.0051697466609766712 -7.1256322150253952e-05 0.0045894876750105108 0.0045801979029352815 0.00081377877549339945 0.0089527571130366551 0.0059858052885753974 0.00017371579539030791 0.00037132018747238014 0.0059381817786761902 0.0039108169682501616 0.0040490847942189446 0.00032080173928989098 0.0041992573282466491 0.0085903675857417535 -0.00025598447814228993 0.0045124739839186292 0.0083493686214621589 0.00081501710431083397 0.0024108658587052067
leaf_weight=21 302 38 23 31 594 24 36 25 23 20 26 37 23 81 26 21 145 20 26 392 190 701 20 26 29 21 134 21 23 22
leaf_count=21 302 38 23 31 594 24 36 25 23 20 26 37 23 81 26 21 145 20 26 392 190 701 20 26 29 21 134 21 23 22
internal_value=0 0.00453515 0.00461655 0.0046563 0.0046956 0.00202808 0.00466622 0.00471195 0.00467138 0.00257317 0.00227024 0.00161138 0.00470254 0.00515221 0.00366499 0.00541096 0.00452147 0.00418325 0.00391272 0.00493751 0.00509155 0.00402839 0.00412774 0.00422845 0.00651457 0.00227688 0.00548512 0.00448738 0.00397081 0.00551486
internal_weight=0 2769 2694 2671 2640 352 2619 2563 2538 56 328 75 2515 722 107 615 1793 989 822 804 760 796 776 756 55 44 570 178 157 167
internal_count=3121 2769 2694 2671 2640 352 2619 2563 2538 56 328 75 2515 722 107 615 1793 989 822 804 760 796 776 756 55 44 570 178 157 167
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 1 14 159 4 2 0 2 4 2 150 131 0 49 4 15 4 0 2 475 12 4 151 3 3
split_gain=12.943 1.62736 1.396 1.11392 0.90159 0.596831 0.42239 0.407483 0.395309 0.294646 0.279194 0.313761 0.227185 0.282817 0.226376 0.162777 0.148297 0.137057 0.257655 0.163172 0.138248 0.140727 0.127991 0.125168 0.122575 0.113852 0.12462 0.103189 0.0872757 0.0798011
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.10045500000000002 0.088105000000000003 0.09253500000000002 0.076975000000000002 -1.0000000180025095e-35 0.40473500000000007 0.14122000000000004 -0.13027499999999997 0.14285500000000004 0.42051500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.086835000000000009 -0.11173999999999999 0.082865000000000008 0.0061450000000000003 0.079055000000000014 0.061775000000000004 -0.080119999999999983 0.31358000000000003 -0.066784999999999983 0.08815000000000002 -0.52556499999999995 -1.0000000180025095e-35 -0.10519499999999998 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 -3 -4 14 -5 -7 11 15 13 29 22 -6 23 18 20 25 21 27 -1 -14 -13 26 -19 -16 -28 -10
right_child=1 3 6 8 10 9 -8 -9 12 -11 -12 24 16 -15 17 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00067286727180722739 0.00070911216385224289 0.0003725128760918729 0.00066738019352553205 0.00048830292860487109 0.00060777885656730798 0.00065296073272788407 0.00040498050363738629 0.00087092821855171045 0.00029868644980581927 0.00040733553782230664 0.00047998944994922691 0.0007442371767216213 0.00016949580834175896 0.00021220816503415333 0.00058944714935354418 0.00039355045642849862 0.00030728421002687014 0.00090698686008359867 0.00082077126146531574 0.00066269051239529531 0.00074967324210245621 0.00070887990931060103 0.00047291275186865937 -8.8949965349599423e-06 0.00065264403415237892 0.0007206043635167793 0.00063625423814736158 0.00041378649376223192 0.00075406876542743865 0.00044654449787851185
leaf_weight=32 52 179 34 26 30 57 77 75 23 28 41 68 62 85 36 25 22 20 32 121 24 23 20 20 323 773 25 20 732 36
leaf_count=32 52 179 34 26 30 57 77 75 23 28 41 68 62 85 36 25 22 20 32 121 24 23 20 20 323 773 25 20 732 36
internal_value=0 0.000377878 0.000700372 0.000345862 0.000710235 0.000436757 0.000485355 0.000729231 0.000258285 0.000572049 0.000634833 0.000649068 0.00023417 0.000284605 0.000723511 0.000510402 0.000164337 0.000727184 0.000667088 0.000732039 0.000619342 0.000579748 0.000595962 0.000125986 0.000668573 0.000737453 0.000754214 0.000526711 0.000750178 0.000388905
internal_weight=0 590 2531 538 2420 264 111 1933 274 85 487 446 248 144 1858 55 104 1806 135 1671 103 79 52 82 391 1550 777 56 757 59
internal_count=3121 590 2531 538 2420 264 111 1933 274 85 487 446 248 144 1858 55 104 1806 135 1671 103 79 52 82 391 1550 777 56 757 59
is_linear=0
shrinkage=0.00196078


Tree=8379
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 14 52 1 52 43 3 9 4 3 12 12 0 43 2 41 15 1213 403 133 475 457 1428 3 51 16 12
split_gain=0.20353 0.0602074 0.0361367 0.0389005 0.0443435 0.0310332 0.0299646 0.0294492 0.0287693 0.0345241 0.025214 0.0246899 0.0222098 0.0221871 0.0674478 0.0342077 0.0425895 0.0345963 0.0341161 0.0287331 0.0249097 0.0337656 0.0263318 0.0237754 0.0281528 0.0230153 0.0308164 0.026195 0.0238701 0.026244
threshold=0.11910500000000002 0.078300000000000008 -0.27302499999999996 0.092395000000000019 0.081185000000000021 -0.26636999999999994 0.15799000000000005 0.060015000000000006 -0.078139999999999973 0.12178000000000001 0.081890000000000004 0.40124500000000002 -0.13309499999999996 0.08598500000000002 0.085885000000000017 -0.14920999999999998 -0.0017249999999999998 0.084755000000000011 0.077565000000000009 0.13592500000000005 0.085435000000000025 -0.14669999999999997 0.088525000000000006 -0.085684999999999997 -0.086374999999999993 -0.020064999999999996 -0.14186499999999996 -0.047599999999999996 -0.073404999999999984 0.086565000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -2 7 12 -4 -10 11 13 -7 14 15 -3 20 -18 19 25 21 -17 23 24 -23 -15 27 -27 29 -28
right_child=5 10 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 18 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00017611671988244939 0.0055896592265723844 0.0085645132027691168 0.0026894444540961778 9.1378634365705343e-05 0.008080445265827272 0.0043507126644253737 -0.00081125187198034473 0.0038921587987715612 0.0047666473002784294 0.0020812228846919249 0.0077318717585876584 0.0018625565126837631 0.0011771291690158914 0.0015956887848336588 0.010606343425267067 0.0092884672582959349 0.0050150722095912157 0.00053245705914580161 0.0014902672183587018 0.0021253851855673445 0.002187106072011849 0.0052348115082298009 0.0025995090119977251 0.0052596125479501031 0.010412864910349959 0.0050215695258331201 0.00262528537796476 0.0084757676614182331 0.0043371547301187469 0.005292080398060537
leaf_weight=23 23 28 151 26 26 25 39 72 299 57 30 28 187 22 24 23 33 36 33 41 23 21 32 260 21 46 39 42 725 686
leaf_count=23 23 28 151 26 26 25 39 72 299 57 30 28 187 22 24 23 33 36 33 41 23 21 32 260 21 46 39 42 725 686
internal_value=0 0.00461273 0.00370856 0.00386839 0.00405264 0.00204061 0.00178789 0.00214481 0.00384608 0.00433668 0.00485269 0.00481275 0.00155137 0.00485145 0.00543363 0.00517337 0.00496189 0.00267632 0.00467294 0.00473855 0.0053769 0.00558241 0.0053272 0.00561623 0.00782384 0.00480722 0.00485316 0.00667016 0.00474289 0.00514863
internal_weight=0 2775 582 559 533 346 323 284 507 356 2193 2163 212 2135 501 477 449 69 1634 1601 380 357 334 302 42 1560 1538 88 1450 725
internal_count=3121 2775 582 559 533 346 323 284 507 356 2193 2163 212 2135 501 477 449 69 1634 1601 380 357 334 302 42 1560 1538 88 1450 725
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 12 2 4 150 2 43 14 52 49 2 1 4 0 3 43 4 3 160 43 51 0 16 13
split_gain=15.0201 1.98334 1.63614 0.9278 0.910629 0.617507 0.568104 0.536215 0.396953 0.357224 0.306337 0.286533 0.285427 0.27329 0.23967 0.225622 0.212002 0.184872 0.181671 0.175444 0.174126 0.127109 0.122785 0.170755 0.131275 0.117806 0.111925 0.109628 0.0989872 0.0970745
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.10124500000000002 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.092550000000000007 0.11362000000000001 0.053180000000000012 0.09487000000000001 0.11177500000000001 -0.066504999999999995 0.076175000000000007 0.048770000000000008 -0.012034999999999999 0.087470000000000006 0.12205500000000001 -0.011209999999999999 0.14486500000000005 0.095270000000000007 -0.0064299999999999991 -0.50262499999999988 -0.10217499999999997 -0.037174999999999993 -0.083134999999999987 -0.092769999999999991 -0.10011499999999998 -0.059624999999999991 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 15 6 17 13 10 19 12 -8 16 22 29 -2 -1 -3 -13 27 25 -6 -4 24 -24 -5 -14 -9 -20 -7
right_child=1 5 7 20 21 14 11 9 -10 -11 -12 18 26 -15 -16 -17 -18 -19 28 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029057312276767414 0.00032887200295340783 0.00019709325941560908 0.00075699450852607757 0.00030031093028413144 0.00013608783758997897 1.0537867563258163e-05 0.00043402395368955914 0.00071421071302657036 0.00031260090381152113 0.00047033863242158629 0.00033338662675198389 0.00039860114119880552 0.00067478598835216499 0.0007782920539180189 0.00014953904531203531 0.00055865653951708719 0.00052754459564617183 6.3595670590371227e-05 0.00024127893785571715 0.00042758472713320142 0.00040299442272245616 0.00030255471145194474 0.00040134663044028924 0.00062903526264698935 0.00058358366994615545 0.0001116654212933545 0.00057252683447526836 0.00058632859178282934 9.780799503667142e-05 -0.00015335392482347446
leaf_weight=21 20 71 27 35 29 33 39 27 31 125 24 22 57 47 34 92 47 91 64 26 39 45 21 1214 55 20 148 567 26 24
leaf_count=21 20 71 27 35 29 33 39 27 31 125 24 22 57 47 34 92 47 91 64 26 39 45 21 1214 55 20 148 567 26 24
internal_value=0 0.000238557 0.000585966 0.000474517 0.000406104 0.000161419 0.000202754 0.000608267 0.000523736 0.000565962 0.000545773 0.000289278 0.000564445 0.000631373 1.92482e-05 0.000517624 0.000454362 0.000122104 0.000238876 0.000585241 0.000302776 0.000237318 0.00062613 0.000623391 0.000533229 0.000231713 0.00060096 0.000592141 0.000199832 -5.84692e-05
internal_weight=0 590 2531 422 186 404 313 2109 328 745 297 151 273 1364 91 112 68 162 112 620 94 74 1317 1290 76 55 205 594 90 57
internal_count=3121 590 2531 422 186 404 313 2109 328 745 297 151 273 1364 91 112 68 162 112 620 94 74 1317 1290 76 55 205 594 90 57
is_linear=0
shrinkage=0.00196078


Tree=8381
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 2 1 150 2 4 132 1 2 12 47 1 2 51 4 48 4 12 3 4 0 131
split_gain=7.86942 1.24009 0.821951 0.658135 0.469839 0.457728 0.231362 0.227898 0.225891 0.212262 0.182288 0.143339 0.134802 0.194197 0.181931 0.128055 0.235155 0.0923327 0.0918873 0.0820224 0.0810058 0.0796565 0.072954 0.0719091 0.0681421 0.0744651 0.0605386 0.0580899 0.0704033 0.0553529
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.11474000000000002 0.14122000000000004 0.077845000000000011 1.0000000180025095e-35 0.14753000000000002 0.42051500000000003 0.08764000000000001 0.089625000000000024 0.090425000000000019 0.08815000000000002 0.090100000000000013 0.15799000000000005 -0.0091949999999999983 0.11144500000000002 -0.50940999999999981 0.081805000000000017 -0.0070899999999999991 0.10124000000000001 0.086245000000000016 0.038415000000000012 0.14486500000000005 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 6 15 -4 24 11 -5 27 13 -9 19 17 20 22 -3 -14 -17 -19 -1 -12 -6 -26 -24 28 -7 -2
right_child=1 2 7 10 8 9 -8 12 -10 -11 23 -13 14 -15 -16 16 -18 21 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0006880409361354734 0.00057534940822148717 0.00027320128155995248 0.00036920497424304934 0.00051780780855597566 0.00059841598143208028 0.00054296687575230485 0.00066895422682366015 0.00029528578786455371 0.00029178232932252577 0.00036006944259065339 0.00024354977889315171 0.00037684798106745956 0.00011212095549675214 0.00015459459537245268 0.00027626802636976556 0.00042596600127215074 0.00033193759775807077 0.00055385955550073045 0.00038677614134298091 -3.4345228774568724e-05 0.00054711698592711496 0.00046720990542581376 0.00057989305994017766 0.00037645262668075643 0.00053165356129652932 0.00038782356591785655 0.00050354488298338669 0.00048331906759737579 0.0004296411562453755 0.00045459475733485873
leaf_weight=23 54 190 26 28 21 252 76 63 26 41 24 30 49 94 21 23 23 559 32 21 274 44 810 45 31 25 42 131 23 20
leaf_count=23 54 190 26 28 21 252 76 63 26 41 24 30 49 94 21 23 23 559 32 21 274 44 810 45 31 25 42 131 23 20
internal_value=0 0.000303246 0.000273662 0.000542652 0.000340354 0.000549182 0.000562985 0.000194557 0.000449805 0.000494953 0.000384373 0.000507637 0.000176247 0.00021105 0.000116201 0.000558506 0.000522943 0.000566206 0.000289572 6.81811e-05 0.000537735 0.000547537 0.000579071 0.000330226 0.000503163 0.000467444 0.000576129 0.000517301 0.000533489 0.000542713
internal_weight=0 673 599 2448 325 2351 1874 274 103 477 97 436 248 157 91 1798 320 1478 222 70 297 603 875 69 77 56 852 406 275 74
internal_count=3121 673 599 2448 325 2351 1874 274 103 477 97 436 248 157 91 1798 320 1478 222 70 297 603 875 69 77 56 852 406 275 74
is_linear=0
shrinkage=0.00196078


Tree=8382
num_leaves=31
num_cat=0
split_feature=1 3 403 0 1 45 454 0 2 133 13 457 132 42 4 1 2 15 16 16 1 50 2 1451 3 3 475 2 2 13
split_gain=0.2587 0.071313 0.0469634 0.0401945 0.0351213 0.0641438 0.0342051 0.0320706 0.0317321 0.0402572 0.0320373 0.0292875 0.0284822 0.0267705 0.0234079 0.0321405 0.0341607 0.032725 0.0236679 0.0216157 0.0264298 0.0204287 0.0247178 0.0198028 0.0217441 0.0391848 0.0194659 0.0193944 0.025366 0.0193422
threshold=0.10124500000000002 -0.053259999999999995 -0.0059799999999999992 0.22582000000000002 0.14262000000000002 0.10331000000000001 -0.037229999999999992 1.0000000180025095e-35 0.13712500000000002 0.089200000000000015 -0.059629999999999996 -1.0000000180025095e-35 0.078465000000000021 0.090545000000000014 0.042705000000000007 0.083345000000000016 0.087955000000000019 -0.093244999999999981 -0.45661999999999997 -0.43320999999999993 0.15022500000000003 -0.23452499999999996 0.12358500000000001 0.089825000000000002 0.10299500000000002 0.12745000000000004 0.068270000000000011 -0.0091949999999999983 1.0000000180025095e-35 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 6 -3 19 9 11 -11 -8 13 29 21 16 -16 -17 -18 -6 -21 -1 23 24 26 -26 -23 -13 -29 -4
right_child=1 4 12 -5 7 -7 8 -9 -10 10 -12 27 -14 -15 15 17 18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0083628642161122767 0.00050495519879969553 -0.0015816491970326752 0.0068456810840258472 0.00070310837327269837 -0.00070933901797980072 0.0081217429700440585 0.0072059979884042634 -0.0025546269685340424 0.0007115096706069951 0.0030469471086028289 -0.0023497933733531021 0.0016511231080113685 0.0022646297294742022 0.0038188503936672693 0.0088766660599503677 0.004116389204282314 0.0061206150467374501 -0.00061747641239376014 0.0039339310243331751 0.00017480028094723823 0.0049710198115833389 0.0053170444582932852 0.0024971744991959103 0.0082601665438193344 -0.00014551755099091677 0.0059703378027982333 0.0078437301780908339 0.0071727424860000616 0.0033753234347486424 0.0041237591300159696
leaf_weight=22 29 20 95 20 25 21 21 24 67 22 22 54 39 85 20 40 70 23 169 20 27 1857 31 23 20 22 31 20 146 36
leaf_count=22 29 20 95 20 25 21 21 24 67 22 22 54 39 85 20 40 70 23 169 20 27 1857 31 23 20 22 31 20 146 36
internal_value=0 0.00305783 0.00431817 0.00516697 0.00232585 0.00274471 0.00244117 0.000611136 0.00266974 0.00313009 0.000348577 0.00363792 0.00475183 0.00520091 0.00520532 0.00441386 0.00490661 0.00238815 0.00457438 0.00166639 0.00293008 0.00533236 0.00529876 0.00534323 0.00530847 0.00305803 0.00535853 0.00329733 0.00383284 0.00609767
internal_weight=0 773 284 2348 489 393 372 96 352 285 44 241 255 216 2328 322 259 63 239 72 47 2006 1984 1953 1930 42 1888 220 166 131
internal_count=3121 773 284 2348 489 393 372 96 352 285 44 241 255 216 2328 322 259 63 239 72 47 2006 1984 1953 1930 42 1888 220 166 131
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=31
num_cat=0
split_feature=1 3 132 1 0 45 12 12 454 1 48 43 4 1 2 15 16 0 160 402 12 51 1 402 475 472 393 1451 16 4
split_gain=0.209547 0.0579059 0.0411731 0.0355243 0.0325576 0.0287476 0.027111 0.0525029 0.0259866 0.0271813 0.0305767 0.0199507 0.0189604 0.0260338 0.0276701 0.0265072 0.019171 0.0188884 0.0376181 0.034983 0.0346149 0.0283646 0.048368 0.0270276 0.0258658 0.0229123 0.0228258 0.0223392 0.0245146 0.0368574
threshold=0.10124500000000002 -0.049509999999999992 -1.0000000180025095e-35 0.16540500000000002 0.22582000000000002 0.10526500000000001 0.10711000000000002 0.11586 -0.037229999999999992 0.11669000000000002 0.10990500000000002 -0.073959999999999984 0.042705000000000007 0.083345000000000016 0.087955000000000019 -0.093244999999999981 -0.45661999999999997 -0.085669999999999982 -0.55248999999999981 -0.012254999999999999 0.086095000000000019 -0.22411499999999998 0.093575000000000019 0.08865000000000002 -0.091889999999999986 -0.081684999999999994 0.10585500000000002 0.078660000000000022 0.013515000000000001 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 12 8 11 -8 -3 10 -10 -4 17 14 -14 -15 -16 19 -19 20 -1 -21 27 24 -20 -26 -27 28 -23 -30
right_child=1 3 6 -5 -6 -7 7 -9 9 -11 -12 -13 13 15 16 -17 -18 18 23 21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.010087884204196079 -0.00018702897916385986 -0.0014234841470897664 0.0037018407683737662 -0.0015876921974122525 0.00063279732850787698 0.0056524377849806722 -0.00071876566086349816 0.0049986250692098918 0.0027217584995157793 0.0015411440559609732 0.0068619872070848943 0.0057033598093337128 0.0079889999958686533 0.0037047502917266686 0.0055085534941671154 -0.00055572906681134002 0.0035405378532113738 0.00026063575249281714 0.0068693368208356384 0.0084555651263698278 0.0051154658015418264 0.0051419293991367748 0.00081571131512256617 0.0059358231315648526 0.0073586013056337832 0.0042039736827265486 0.0067335552712147308 0.008269539227088292 0.005387561632906674 1.6400047267476719e-06
leaf_weight=28 23 20 91 25 20 24 29 36 165 230 20 110 20 40 70 23 169 20 43 23 28 567 28 141 25 994 37 21 27 24
leaf_count=28 23 20 91 25 20 24 29 36 165 230 20 110 20 40 70 23 169 20 43 23 28 567 28 141 25 994 37 21 27 24
internal_value=0 0.00275205 0.00387212 0.00208324 0.00465027 0.00228318 0.0042231 0.00244779 0.0020973 0.00226697 0.00316935 0.0047972 0.00468479 0.00397248 0.00441594 0.00214934 0.00411694 0.00479913 0.00456302 0.00519792 0.00760168 0.00500283 0.00488377 0.00463241 0.00446518 0.00436729 0.00429475 0.00506203 0.00495304 0.00285301
internal_weight=0 773 289 484 2348 459 266 65 435 415 185 201 2328 322 259 63 239 2006 1260 746 56 690 667 1240 1099 1056 1031 639 618 51
internal_count=3121 773 289 484 2348 459 266 65 435 415 185 201 2328 322 259 63 239 2006 1260 746 56 690 667 1240 1099 1056 1031 639 618 51
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 47 2 4 2 14 2 4 43 150 15 0 2 4 131 15 3 0 160 43 13 47 3 2
split_gain=9.34216 1.21573 0.967632 0.808056 0.548896 0.481935 0.353914 0.265822 0.225542 0.214114 0.210244 0.184622 0.184347 0.17152 0.170403 0.130179 0.123811 0.118899 0.109594 0.085434 0.0851559 0.0944197 0.0997216 0.0809008 0.0805529 0.0780112 0.108036 0.0762295 0.0751818 0.0732055
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.10124500000000002 0.088105000000000003 0.091475000000000015 0.13082500000000002 0.11362000000000001 0.053180000000000012 0.11474000000000002 0.076175000000000007 0.14285500000000004 0.27834500000000006 -0.066504999999999995 0.09487000000000001 0.13592500000000005 -0.14001499999999997 0.081135000000000013 -0.015624999999999998 0.082750000000000004 -0.41942499999999994 0.31534000000000006 -0.074479999999999977 -0.067824999999999983 -0.084004999999999982 0.049530000000000012 0.090100000000000013 -0.011549999999999998 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 27 11 12 14 16 -7 17 13 -5 18 29 23 -4 -1 -6 21 -14 -23 -8 -15 26 -25 -3 -26 -16
right_child=1 3 6 7 19 10 9 -9 -10 -11 -12 -13 20 24 15 -17 -18 -19 -20 -21 -22 22 -24 25 28 -27 -28 -29 -30 -31
leaf_value=0.00033682584981707962 0.00058675094494992249 0.00027541742286118001 0.00047121873624574127 0.00033134041482122881 0.00046357739776532281 0.0005347225427919743 0.00059936992069818304 0.00036045613729812832 0.00036744288917557865 0.00049031836230392948 0.00032070219545972113 0.00073441185076218425 0.00017042795496541275 0.00028057790909975588 0.00061893761974764379 0.00041877399399584413 0.00043293291993458253 0.0006106166412038497 0.00050762023799244993 0.00032396256251053675 0.00022464643590615642 0.00010430989675211233 -7.3109341378347216e-05 0.00039427402498675324 0.00022399228835754699 0.00057043964735440679 0.00056880194474669056 0.00038847879553315166 0.0001001131656135287 0.00054463218822613962
leaf_weight=20 52 152 24 39 22 60 362 34 31 139 25 46 29 23 110 20 23 1188 52 72 20 29 21 25 31 272 30 27 48 95
leaf_count=20 52 152 24 39 22 60 362 34 31 139 25 46 29 23 110 20 23 1188 52 72 20 29 21 25 31 272 30 27 48 95
internal_value=0 0.000300457 0.000574443 0.000272785 0.000488735 0.000350202 0.000591593 0.000198195 0.000526592 0.00056071 0.000471775 0.000612484 0.000175207 0.000220743 0.000543204 0.000569772 0.000574452 0.000607856 0.000460177 0.000356638 0.000110354 8.1419e-05 2.97938e-05 0.000579176 0.000178456 0.000556821 0.000489471 0.000292471 0.000148724 0.000584503
internal_weight=0 590 2531 538 422 264 2109 274 328 851 85 1258 240 141 297 225 712 1212 72 94 99 79 50 689 102 327 55 179 79 205
internal_count=3121 590 2531 538 422 264 2109 274 328 851 85 1258 240 141 297 225 712 1212 72 94 99 79 50 689 102 327 55 179 79 205
is_linear=0
shrinkage=0.00196078


Tree=8385
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 47 14 4 2 2 4 2 12 47 160 52 1456 3 160 16 42 10 15 10 15 4 12
split_gain=15.9849 2.75464 1.44469 1.18107 0.848844 0.818611 0.558191 0.525322 0.49625 0.424683 0.408998 0.30994 0.253163 0.27159 0.247331 0.19105 0.22028 0.168692 0.162956 0.125773 0.15268 0.239307 0.124271 0.113975 0.11353 0.112741 0.161323 0.106792 0.106208 0.104241
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.092845000000000025 0.095545000000000005 0.13082500000000002 0.076975000000000002 0.27834500000000006 0.13712500000000002 0.14838000000000004 0.27834500000000006 0.094835000000000017 0.051320000000000005 0.077555000000000013 -1.0000000180025095e-35 -0.56176499999999996 0.075120000000000006 -0.12018999999999998 -0.037174999999999993 -0.0007049999999999999 0.08426500000000002 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 -0.059484999999999989 -0.0070899999999999991 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 24 7 14 9 12 15 28 18 13 -4 -1 16 22 -15 -9 20 21 -17 -5 -21 -3 -14 -27 -16 -6 -20
right_child=1 2 8 5 10 -7 -8 11 -10 -11 -12 -13 25 17 27 19 -18 -19 29 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00085944890015933354 0.00078811081754902941 0.0003159554630738967 0.00043860455892092874 0.0006113631614283019 0.00081759586815943806 0.00038981436733521671 0.00046519493038181726 0.0008751534104087514 0.00049881183724429911 0.00095576726855050101 0.00044406607893167756 0.00056440293725476174 0.00026199594894064747 0.00037914372350582304 0.00070696493379430829 0.00053306865522396215 0.000864655365207239 0.00020812028630544252 0.00076904561418761873 0.00093547677993774414 0.00080304282614846129 0.00080082360400518917 0.00076248894157983805 0.00081939195753425679 0.00043189433736156966 0.00022761647344804277 1.0912323433185826e-05 0.00052710770332186404 0.00065608097820961267 0.00071062286667747257
leaf_weight=28 76 39 41 52 23 20 64 36 37 69 33 38 31 30 30 21 31 85 223 50 1337 33 35 93 194 25 28 22 49 248
leaf_count=28 76 39 41 52 23 20 64 36 37 69 33 38 31 30 30 21 31 85 223 50 1337 33 35 93 194 25 28 22 49 248
internal_value=0 0.00043594 0.000392419 0.000773918 0.000478452 0.000784767 0.000601683 0.000788253 0.000287441 0.000805054 0.000624827 0.000735201 0.000254855 0.000301585 0.000710874 0.000798759 0.000722731 0.000252735 0.000748002 0.000804607 0.000798914 0.000696697 0.000672161 0.000859981 0.000412488 0.000168069 0.000113131 0.000630871 0.000707676 0.000738284
internal_weight=0 691 615 2430 338 2286 144 2266 277 1721 105 545 240 156 80 1652 118 115 507 1534 1391 54 87 143 233 84 53 52 72 471
internal_count=3121 691 615 2430 338 2286 144 2266 277 1721 105 545 240 156 80 1652 118 115 507 1534 1391 54 87 143 233 84 53 52 72 471
is_linear=0
shrinkage=0.00196078


Tree=8386
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 0 150 4 2 43 0 0 1 52 12 4 15 11 0 52 148 15 0 2 3 11
split_gain=6.45053 0.847514 0.72281 0.565829 0.390242 0.285785 0.269589 0.250098 0.177644 0.179032 0.136692 0.135066 0.119405 0.11927 0.114673 0.106498 0.101951 0.0965518 0.0909502 0.0859859 0.137967 0.081453 0.0999306 0.078818 0.0745039 0.0743422 0.072389 0.0718711 0.0716708 0.0598421
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.13075500000000004 0.091545000000000015 0.14285500000000004 -0.15464999999999998 -0.068189999999999987 1.0000000180025095e-35 0.053180000000000012 0.092235000000000025 -0.040344999999999992 -0.074479999999999977 -0.23194499999999998 0.16175000000000003 1.0000000180025095e-35 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 1.0000000180025095e-35 -0.13027499999999997 -0.53964499999999982 -0.043434999999999994 0.040760000000000005 0.13134000000000004 0.10381000000000001 0.149315 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 15 24 21 10 -6 12 13 14 -10 -5 -8 -1 -7 27 29 26 -21 22 -4 -2 -3 -23 -17 -14 -15 -16
right_child=1 5 6 7 8 16 11 -9 9 -11 -12 -13 17 28 18 19 -18 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060710432323330017 0.00055103774480765152 0.0001461019517883738 0.00038343583425832172 0.00026082644253032497 0.00047749407571174348 0.00014838812864216555 0.00051183282773990108 0.00014447923198804941 0.00042948079435459148 0.00020001186069338491 0.00023692826956285424 0.00042014899969536026 0.00036452250364429287 0.00045396448983772985 0.0004590623860055153 0.0005555852099376566 1.1313286555164e-05 0.00043798869877469305 0.0003426708786002815 0.00046879415822256707 0.00030562142877364035 0.00052167447060907186 0.00051991471433881988 0.00042234554324514437 0.00027100480928414283 0.00063631722550845822 0.00042061563431818218 0.00023708192207624236 0.00031904956117406296 0.00053415605608142568
leaf_weight=22 24 22 21 34 40 126 361 45 60 32 61 137 27 41 272 50 25 20 23 76 27 43 1160 77 111 44 22 46 24 48
leaf_count=22 24 22 21 34 40 126 361 45 60 32 61 137 27 41 272 50 25 20 23 76 27 43 1160 77 111 44 22 46 24 48
internal_value=0 0.000261209 0.000488877 0.000332802 0.000414801 0.000184069 0.000503699 0.00027362 0.000359007 0.000333389 0.00030994 0.000476478 0.000361284 0.000354928 0.00048744 0.000478524 0.000125694 0.000317287 0.000461766 0.00046236 0.000426021 0.000521753 0.000517488 0.000452926 0.000250344 0.000579655 0.000514345 0.000284217 0.00040415 0.000470326
internal_weight=0 590 2531 306 422 284 2109 205 225 185 160 841 153 99 704 197 151 93 343 175 103 1268 1181 101 133 87 72 73 65 320
internal_count=3121 590 2531 306 422 284 2109 205 225 185 160 841 153 99 704 197 151 93 343 175 103 1268 1181 101 133 87 72 73 65 320
is_linear=0
shrinkage=0.00196078


Tree=8387
num_leaves=31
num_cat=0
split_feature=1 52 105 2 1456 160 0 43 13 401 12 12 4 1 147 4 158 133 2 2 158 49 42 13 133 14 131 15 43 131
split_gain=0.305068 0.0775491 0.0519693 0.0910994 0.0496787 0.0345905 0.0318386 0.0307827 0.0567283 0.035674 0.0369736 0.0262715 0.0240028 0.0227703 0.0323238 0.0223363 0.0270194 0.0253712 0.0277843 0.0231227 0.021586 0.021078 0.028408 0.022681 0.0251735 0.0196334 0.0185103 0.0297216 0.0297421 0.0284352
threshold=0.10124500000000002 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 -0.049894999999999995 -0.4136149999999999 0.22582000000000002 -0.24021999999999996 0.17001000000000002 0.091505000000000017 0.11586 -0.12529499999999996 -0.17966999999999997 0.13501500000000002 0.10100500000000003 0.042705000000000007 0.07968500000000002 0.081415000000000015 0.11510000000000002 0.13913500000000004 0.12023500000000002 -0.016249999999999997 -0.082179999999999989 -0.010739999999999998 -0.095184999999999978 -0.47013499999999991 0.090495000000000006 0.093575000000000019 -0.03898999999999999 0.089415000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 15 -7 9 10 11 -9 -13 14 25 19 17 21 -19 26 -18 -17 -23 24 -24 -14 29 28 -28 -1
right_child=1 2 -4 -5 5 7 -8 8 -10 -11 -12 12 13 -15 -16 16 20 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.005713504726381954 0.0058612135816456792 0.0071073839307895723 0.0076816709669814869 -0.0028398968063161841 0.0068849348850199034 0.0060161132696801081 0.0016097416891716421 0.0052724607237097298 -0.0022594878236607959 -0.0011381743693440829 0.006355266317982099 0.0051907984043161083 0.005905313002003823 0.00071175102229145443 -0.0012730792921502145 0.00067522221070248634 0.0071824042895889803 0.0046196823513846063 0.0088087119786359833 0.002357635956723243 0.003752706132596359 0.00054952097591012719 0.0055905063549289485 0.0071377968795045656 0.0015226800129186876 0.0026651851194856137 0.0067339796790829264 0.0042505701937313586 0.010742650367319584 0.0021742684199758198
leaf_weight=1744 102 28 22 28 20 26 20 36 24 23 29 30 20 77 20 24 69 76 20 20 25 20 32 27 29 288 156 42 21 23
leaf_count=1744 102 28 22 28 20 26 20 36 24 23 29 30 20 77 20 24 69 76 20 20 25 20 32 27 29 288 156 42 21 23
internal_value=0 0.00329224 0.00290172 0.00273969 0.00299127 0.00279691 0.00558261 0.00265423 0.00249443 0.00271258 0.00288972 0.00267634 0.00246149 0.00225932 0.00262262 0.00561674 0.00484361 0.00425544 0.0054924 0.00574084 0.00627025 0.00335583 0.00395153 0.00472471 0.00365662 0.00287558 0.00577491 0.0066421 0.00720958 0.00566744
internal_weight=0 773 671 649 621 593 2348 573 547 523 500 471 435 405 328 2328 322 228 96 2006 94 132 108 88 61 308 1986 219 177 1767
internal_count=3121 773 671 649 621 593 2348 573 547 523 500 471 435 405 328 2328 322 228 96 2006 94 132 108 88 61 308 1986 219 177 1767
is_linear=0
shrinkage=0.1


Tree=8388
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 2 0 1 14 52 4 2 0 12 150 4 160 48 1 4 49 13 0 12 0 1
split_gain=10.7559 1.37383 1.19231 0.729067 0.706018 0.549788 0.474995 0.39449 0.279869 0.249813 0.209118 0.203657 0.202253 0.201889 0.201517 0.152869 0.140198 0.129036 0.125942 0.124772 0.122255 0.138746 0.122184 0.12034 0.119701 0.0970425 0.0966426 0.0953574 0.0820867 0.0752305
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.091545000000000015 -0.025214999999999998 -0.17966999999999997 0.11177500000000001 -0.23194499999999998 0.10124500000000002 0.076175000000000007 0.048770000000000008 0.053180000000000012 0.11389000000000002 -0.074479999999999977 0.13597000000000004 0.091105000000000005 -0.064054999999999987 -0.078564999999999982 0.085130000000000025 0.12205500000000001 -0.011209999999999999 -0.012034999999999999 -0.47860499999999995 -0.14001499999999997 -1.0000000180025095e-35 -0.10011499999999998 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 7 12 22 -6 -9 -1 18 26 25 16 19 28 -18 20 -12 -10 -22 -3 -11 -2 -7 -4 -21 -8 -5
right_child=1 5 6 29 8 13 14 9 11 23 15 -13 -14 -15 -16 -17 17 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078804237957306718 0.00042505207818512822 0.00029186462085602509 0.00053229233443286581 0.00035503929875352802 0.00062010404285677326 0.00012262229702962485 0.00074060011360393822 0.00050536147424133648 0.00037877572775165351 0.00045314372771165589 0.00066856019438143045 0.00034752226046865512 0.00078793076475969464 0.00024453715035625259 0.00053139301306173931 0.00042827836751770901 0.00059539526157702 0.00044334281906040934 0.00034302469847620915 0.00059992596779443288 0.00063013452977321105 0.00044899529162252809 0.00018333611599306328 0.00029136901743677575 0.00059242278928189635 -4.1242471395449987e-05 0.00065795774000438831 0.00045739677421576382 0.00063181944194096022 0.00022148676041598901
leaf_weight=22 20 71 24 50 31 33 29 39 21 22 69 85 46 34 137 21 320 23 22 59 37 29 91 90 92 24 1198 26 332 24
leaf_count=22 20 71 24 50 31 33 29 39 21 22 69 85 46 34 137 21 320 23 22 59 37 29 91 90 92 24 1198 26 332 24
internal_value=0 0.000323305 0.000617293 0.00046275 0.000522153 0.000259105 0.000636329 0.000298107 0.000447108 0.000370208 0.000607865 0.000419464 0.000660294 0.000124956 0.000600197 0.000585214 0.000613586 0.000585199 0.000475566 0.000606614 0.000509082 0.000550543 0.000230901 0.000323146 0.000562535 5.36266e-05 0.00065549 0.000556329 0.000640558 0.000311725
internal_weight=0 590 2531 186 422 404 2109 313 225 151 197 194 1268 91 841 175 704 343 109 154 87 66 162 112 112 57 1222 85 361 74
internal_count=3121 590 2531 186 422 404 2109 313 225 151 197 194 1268 91 841 175 704 343 109 154 87 66 162 112 112 57 1222 85 361 74
is_linear=0
shrinkage=0.00196078


Tree=8389
num_leaves=31
num_cat=0
split_feature=1 3 3 3 132 3 4 2 15 16 2 0 3 401 4 150 42 13 49 2 49 159 159 4 483 2 13 43 13 484
split_gain=0.296564 0.0782727 0.0399409 0.0485396 0.0420503 0.0365478 0.0349336 0.0465661 0.0377951 0.0319006 0.0318117 0.0303064 0.0366314 0.0359322 0.0577815 0.0283528 0.0282448 0.0489466 0.027152 0.0252016 0.0262095 0.0241611 0.0335038 0.0342156 0.0266612 0.0273844 0.0316336 0.038841 0.0270003 0.025479
threshold=0.10124500000000002 -0.049509999999999992 0.31370500000000007 0.076840000000000006 0.10365500000000001 0.11658 -0.03898999999999999 0.10276500000000001 -0.41942499999999994 -0.50992999999999988 0.15950500000000004 -0.067624999999999977 0.092670000000000016 0.080710000000000018 -0.55119499999999988 1.0000000180025095e-35 -0.025789999999999997 -1.0000000180025095e-35 0.14233500000000002 0.084655000000000022 0.11560500000000001 0.11484000000000001 0.082105000000000025 0.24564500000000003 -0.08155999999999998 0.087625000000000022 0.061215000000000012 -0.096754999999999994 0.15641500000000003 0.085435000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 6 3 16 10 -5 -2 -8 -9 -10 -4 12 21 14 -13 18 -3 -18 -7 -16 -21 22 23 24 -1 26 27 -26 -28 -24
right_child=1 2 4 5 -6 15 7 8 9 -11 -12 13 -14 -15 19 -17 17 -19 -20 20 -22 -23 29 -25 25 -27 28 -29 -30 -31
leaf_value=0.0074098012420809132 0.0062094488463514414 0.004905654977332672 0.00083470226621583984 0.0065822528456919828 0.0039348283718372212 0.0059841014259621843 0.0050421182716028677 0.004402251582193587 0.0025113185084289099 -0.0028256007758457038 -0.0036451150367097203 0.0096707200071250565 0.0030259760886390446 0.0012134758647464748 0.0021288192292952257 0.0012752184959745772 0.0021776382629000528 -0.0024794000845689041 0.0015403528258320877 0.0052427461372695902 0.0021139965819505354 0.0038052175320217431 0.0075267348817219561 0.0024539718446745119 0.0087484313461642996 0.0051209218093383625 0.00087116299281743436 0.0059290441228209987 0.0059478763642255225 0.0039643738277094524
leaf_weight=87 87 29 51 48 29 44 122 35 24 21 23 24 52 28 37 43 171 26 20 249 30 64 158 33 52 659 22 810 20 23
leaf_count=87 87 29 51 48 29 44 122 35 24 21 23 24 52 28 37 43 171 26 20 249 30 64 158 33 52 659 22 810 20 23
internal_value=0 0.00323193 0.00245436 0.00292668 0.000707206 0.00428961 0.00453416 0.00381263 0.00193766 2.07562e-05 -0.000557673 0.00549015 0.00564504 0.00465681 0.00494037 0.00326114 0.00199193 0.001563 0.00459543 0.00458111 0.00490632 0.00571568 0.00578127 0.00564224 0.005706 0.00561117 0.00596855 0.00609912 0.00328865 0.00707406
internal_weight=0 773 484 381 103 155 289 202 80 45 74 2348 1980 368 340 107 226 197 64 316 279 1928 1864 1683 1650 1563 904 862 42 181
internal_count=3121 773 484 381 103 155 289 202 80 45 74 2348 1980 368 340 107 226 197 64 316 279 1928 1864 1683 1650 1563 904 862 42 181
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 47 0 49 1 4 0 2 1 156 52 475 3 13 3 150 48 150 48 14 4
split_gain=11.9951 2.06894 1.22446 0.984144 0.903186 0.597348 0.420746 0.411662 0.342036 0.275963 0.245139 0.232851 0.283159 0.224562 0.177016 0.142457 0.13937 0.133299 0.125344 0.124484 0.119839 0.106178 0.10513 0.102793 0.0983284 0.0969319 0.0935239 0.0900556 0.11152 0.0687492
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14960000000000004 0.09253500000000002 0.13082500000000002 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.0061450000000000003 -0.079119999999999982 0.17025000000000004 0.11414000000000001 -1.0000000180025095e-35 -0.024714999999999997 -0.066784999999999983 -0.12711499999999995 -0.016469999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.083685000000000009 1.0000000180025095e-35 0.12933000000000003 -0.46166999999999997 0.060330000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 11 -6 20 -5 16 12 13 -1 15 -13 22 19 -17 25 -7 -20 -4 -15 -21 -3 29 28 -19 -22
right_child=1 2 10 9 7 8 -8 -9 -10 -11 -12 14 -14 23 -16 18 -18 27 21 24 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071490000331953852 0.0007255827398707376 0.00026824372839168566 0.00021495982524149645 0.00065907337321473368 0.00065529022605327831 0.00075258225397346835 0.00087964664395010503 0.00041451803512423865 0.00043970204041329623 0.00043862189777849265 0.00044056483247249313 0.00075390429648467666 0.00081158878088665278 0.00042070731073252709 0.00065836025396936993 0.00085844658002132124 0.00013148851174894671 0.0004525076433577958 0.00060151080663817117 0.00053674917984632099 0.00068206706660745584 0.00071341579176038795 0.00034325979447666463 0.00058751766200588432 0.00039817765563809903 0.00041535193297864497 0.00053709006700775909 0.00044318762003899313 0.00029275349033500798 0.00061960088727649391
leaf_weight=47 76 26 73 34 86 60 76 40 26 61 22 1139 35 20 102 21 48 20 36 45 265 345 37 49 35 51 23 27 105 91
leaf_count=47 76 26 73 34 86 60 76 40 26 61 22 1139 35 20 102 21 48 20 36 45 265 345 37 49 35 51 23 27 105 91
internal_value=0 0.000420375 0.000382658 0.000713151 0.000438938 0.000721111 0.000736749 0.000578855 0.000658219 0.00051752 0.000246648 0.000730696 0.000657009 0.000610369 0.000737468 0.000742704 0.000219646 0.000381885 0.000710971 0.000421957 0.000671161 0.000702842 0.000258115 0.000539167 0.000476124 0.000365679 0.000658271 0.000340496 0.000318314 0.0006661
internal_weight=0 691 615 2430 435 2335 1870 126 465 95 180 1794 151 116 1643 1541 158 309 402 157 439 381 110 69 80 77 379 152 125 356
internal_count=3121 691 615 2430 435 2335 1870 126 465 95 180 1794 151 116 1643 1541 158 309 402 157 439 381 110 69 80 77 379 152 125 356
is_linear=0
shrinkage=0.00196078


Tree=8391
num_leaves=31
num_cat=0
split_feature=1 4 457 3 3 12 52 0 15 4 40 48 159 0 133 14 3 4 15 3 13 10 15 12 43 1212 403 15 2 2
split_gain=0.29286 0.0759496 0.0591514 0.0419559 0.0332216 0.0477031 0.0324029 0.0361012 0.041775 0.0326703 0.0284338 0.0280665 0.0271716 0.0273558 0.0254845 0.0242286 0.0238033 0.0280676 0.0381912 0.0235879 0.0327011 0.0213772 0.0203731 0.0207635 0.018903 0.0354845 0.0378454 0.0274284 0.024297 0.049157
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.065229999999999996 -0.13309499999999996 0.10124000000000001 0.12354000000000001 -0.10324499999999999 -0.41396999999999995 0.42642000000000008 0.051255000000000002 0.085485000000000019 0.082585000000000006 -0.026509999999999995 0.085635000000000003 0.062655000000000016 0.090900000000000009 -0.46376499999999993 -0.0072999999999999992 -0.011549999999999998 -0.079969999999999986 -1.0000000180025095e-35 0.094035000000000007 0.086095000000000019 0.0034250000000000005 -0.040879999999999993 0.50599500000000008 -0.11033999999999998 0.089885000000000007 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -3 6 7 9 19 -6 15 -4 13 14 -5 16 21 -18 -19 -9 -21 -1 23 -17 25 26 -23 -26 -29 -30
right_child=1 4 11 12 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 22 17 18 -20 20 -22 24 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.0030811068255986486 0.0057475490352936259 0.0039655933937562315 -0.0015420687729087862 0.0055087884291810758 0.0013944032254922033 -0.0031566067515814214 0.0044835068112261955 0.0038579346332699065 -0.0031766221376268995 0.0054267133609755547 0.0017356103198835626 0.0028419271000893788 0.0016702531380051713 0.0016328563986462543 0.0019207825806612771 0.0099772167552146136 0.0058729270829799328 0.0045108456653542815 -0.00060312017347947087 0.0023628000310314486 -0.0027892001272200352 0.0085484918559507288 0.0052160882144508995 0.0060381560161223875 0.0072410460293387121 0.0055969032438918419 0.0045449957025773596 0.0055401839336027062 -0.00066114410292357213 0.0044622869311893801
leaf_weight=35 166 72 23 113 54 20 41 25 28 32 20 40 53 32 24 32 47 40 23 28 22 83 34 23 47 1565 33 172 21 173
leaf_count=35 166 72 23 113 54 20 41 25 28 32 20 40 53 32 24 32 47 40 23 28 22 83 34 23 47 1565 33 172 21 173
internal_value=0 0.00324597 0.00408352 0.004545 0.00207288 0.00152777 0.00193511 0.00138228 0.000119407 0.0028948 0.00549005 0.00124142 0.0036458 0.00426534 0.00488023 0.0055223 0.00545798 0.00402354 0.00264384 0.00134992 9.592e-05 0.0055321 0.0071404 0.00832997 0.00557306 0.00572199 0.00740957 0.00496691 0.00467487 0.00390769
internal_weight=0 773 451 388 322 250 230 189 103 86 2348 63 222 169 137 2328 2239 110 63 75 50 2129 89 55 2094 1681 116 413 366 194
internal_count=3121 773 451 388 322 250 230 189 103 86 2348 63 222 169 137 2328 2239 110 63 75 50 2129 89 55 2094 1681 116 413 366 194
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 42 4 14 2 2 49 0 15 4 50 40 1 52 1 457 39 0 0 4 15 1 133 15
split_gain=8.73044 1.47666 0.710995 0.631885 0.483829 0.483787 0.387837 0.323858 0.279813 0.268769 0.260744 0.225429 0.159898 0.143141 0.151288 0.139623 0.117919 0.104043 0.0952614 0.0823849 0.0816637 0.0801762 0.0681754 0.0659841 0.0649409 0.0647706 0.0634602 0.0656615 0.0617442 0.060061
threshold=0.104035 -0.053259999999999995 -0.080389999999999989 0.27834500000000006 0.14285500000000004 0.13404500000000005 -1.0000000180025095e-35 -0.0060199999999999993 0.27834500000000006 0.062655000000000016 0.10613000000000002 0.092235000000000025 -0.054984999999999992 -0.11173999999999999 -0.10653 -0.15464999999999998 0.041865000000000006 -0.077474999999999988 0.13075500000000004 -0.56176499999999996 0.091195000000000012 0.083415000000000017 0.096625000000000016 -0.14454499999999995 0.18019500000000002 0.42642000000000008 -0.41396999999999995 0.14262000000000002 -1.0000000180025095e-35 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 6 8 17 -1 9 11 -8 13 -2 14 -4 -12 26 -3 28 -13 -15 24 25 -16 -21 -17 -6 -28 -5 -11
right_child=1 4 5 18 16 -7 10 -9 -10 29 15 19 -14 20 23 22 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00054294574536195323 0.00036744863654558478 0.0002385402649048907 0.00063131004796668233 0.00025653621105480533 0.00015416793854428304 0.0003719998590675007 0.0004371639590251262 0.00030632994620579112 0.00034884382869364316 0.00072497702173255621 0.0004398899368357425 0.00062719043768709394 0.00053611170961612869 0.00059136355010329508 0.00049902179668713964 0.00026237559315624246 0.00024354291797459667 0.00010941105061063484 0.00019587949029736075 0.00054059206108755028 0.00054927634202234644 0.00043306900626596286 0.00018186583876110663 0.00036699542229573463 0.00042699248475186962 0.00036395105635211254 0.00011963228677627326 -2.6978112124625649e-05 0.00038644819327968637 0.000619850058560657
leaf_weight=35 26 47 26 22 36 49 56 61 22 48 20 37 128 1199 43 109 26 49 25 593 208 30 30 22 20 31 23 24 39 37
leaf_count=35 26 47 26 22 36 49 56 61 22 48 20 37 128 1199 43 109 26 49 25 593 208 30 30 22 20 31 23 24 39 37
internal_value=0 0.000308196 0.000557973 0.000432451 0.000242073 0.000564775 0.00027833 0.000392596 0.000568909 0.000571048 0.000319579 0.000566827 0.000507636 0.000580267 0.0005049 0.000284922 0.000128314 0.000172631 0.000297817 0.000537219 0.000585142 0.000532042 0.000266691 0.000454336 0.000536886 0.000284867 9.22182e-05 4.47674e-05 0.000339595 0.000679216
internal_weight=0 691 2430 240 451 2334 342 96 2285 2263 246 2178 154 1498 91 190 109 96 86 680 1407 643 170 65 613 140 83 47 61 85
internal_count=3121 691 2430 240 451 2334 342 96 2285 2263 246 2178 154 1498 91 190 109 96 86 680 1407 643 170 65 613 140 83 47 61 85
is_linear=0
shrinkage=0.00196078


Tree=8393
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 4 2 2 0 49 1 4 15 150 0 156 3 1 2 47 50 0 475 11 13 39
split_gain=16.082 2.55009 1.64828 1.5233 0.953492 0.769973 0.530369 0.426532 0.372918 0.353111 0.372309 0.344754 0.279769 0.374427 0.267356 0.204351 0.203036 0.184008 0.161597 0.257852 0.150928 0.147993 0.12777 0.112659 0.0861696 0.0858696 0.0844753 0.0822399 0.0808617 0.0782077
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.077845000000000011 0.40473500000000007 0.36766000000000004 0.14285500000000004 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0061450000000000003 -0.41396999999999995 1.0000000180025095e-35 -0.07929499999999999 -1.0000000180025095e-35 -0.12711499999999995 0.14754500000000001 0.087995000000000004 0.090100000000000013 0.086295000000000011 -0.23091999999999999 -0.081364999999999979 0.075910000000000019 -1.0000000180025095e-35 0.087690000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 12 -5 -6 10 29 17 13 14 -1 18 28 26 -14 -20 -21 -18 -16 25 -12 -3 -7 -8 -11 -4
right_child=1 2 9 7 8 11 27 -9 -10 16 24 -13 15 -15 22 -17 21 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074094548740288272 0.00074269867758303641 0.00047317287882270715 0.0004918583678913532 0.00070485275770936699 0.00068644730138107078 0.00078873349115405537 0.00083280719027799721 0.00041791500196042942 0.00043149980574882791 0.00020252895507382373 0.00011326897713115148 0.00050144857399693802 0.00078711023776883364 0.00085392092600107702 0.00063245247272565401 0.00069019200460444894 0.00017663818452747261 0.00053826915418097481 0.00094460491583272122 0.00061521763632859706 0.00074344704326429834 -4.1112402518367679e-05 0.00046118059991955576 0.0004866086565158969 0.00028924855339687827 0.00034538071275739776 0.00069538430354866489 0.0009688318544050534 0.00031745647691993738 0.0003491010553039172
leaf_weight=45 74 23 36 28 71 42 25 69 32 89 23 39 1134 36 33 118 28 27 23 39 371 21 34 32 20 167 331 54 32 25
leaf_count=45 74 23 36 28 71 42 25 69 32 89 23 39 1134 36 33 118 28 27 23 39 371 21 34 32 20 167 331 54 32 25
internal_value=0 0.000399301 0.000356877 0.000741543 0.000451319 0.000751478 0.000768481 0.000500742 0.00060724 0.000244857 0.000334852 0.000677423 0.000761701 0.000679965 0.00062405 0.000768881 0.000189801 0.000694581 0.000774806 0.000742583 0.00073125 8.33165e-05 0.000545538 0.000378978 0.00019512 0.00036085 0.000705895 0.000925786 0.000232923 0.000433351
internal_weight=0 673 599 2448 325 2351 1912 97 103 274 104 439 1833 148 112 1685 170 400 1567 433 410 49 67 222 43 190 373 79 121 61
internal_count=3121 673 599 2448 325 2351 1912 97 103 274 104 439 1833 148 112 1685 170 400 1567 433 410 49 67 222 43 190 373 79 121 61
is_linear=0
shrinkage=0.00196078


Tree=8394
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 4 2 1 14 0 4 15 0 16 49 41 50 40 52 15 1 15 16 52 4 48 1
split_gain=12.6201 2.16482 1.1859 0.852035 0.720132 0.639261 0.605277 0.461133 0.455066 0.364842 0.351692 0.325187 0.402719 0.278307 0.270858 0.270514 0.252538 0.189943 0.155582 0.146598 0.137295 0.124985 0.124311 0.122278 0.122167 0.254046 0.26005 0.148293 0.111829 0.110748
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.13913500000000004 0.077845000000000011 0.062655000000000016 -0.11173999999999999 0.40124500000000002 -0.10469999999999999 -0.07929499999999999 -0.36241499999999999 -0.054984999999999992 0.075585000000000013 0.041865000000000006 -0.077474999999999988 -0.070154999999999981 -0.064294999999999977 0.13075500000000004 0.024640000000000006 0.083160000000000026 -0.046924999999999988 -0.49013999999999996 0.092065000000000022 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 9 20 -8 -9 11 -4 12 14 16 -1 -14 -7 -2 -13 -6 -3 -16 -18 -5 25 26 -17 -26 -27 -10
right_child=1 4 10 23 19 13 7 8 29 -11 -12 18 15 -15 21 24 22 -19 -20 -21 -22 -23 -24 -25 27 28 -28 -29 -30 -31
leaf_value=0.00076348245143890373 0.00045818863349243402 0.00028477283320449908 0.00065066715864156805 0.00042035430334995383 0.00011877948146489596 0.00070284890748706515 0.00062076159795514899 0.00064191164777559391 0.00037593122253726241 0.00043598878398245453 0.00039011590454317725 0.00073731057804739015 0.00072098089927532941 0.00040706591061133814 0.00059431037043823924 0.00035863627314421473 0.00061227506075742038 0.0006525753421811265 0.0009113551625141911 0.00028703110123988728 0.00013643712425829375 0.0004206710200189616 0.00050279500756459229 0.00025475320889039292 0.00085562986176527069 0.0006979229289672315 0.00061137456353550898 0.00068588986445957507 0.00056476648844757673 0.00028061560561924991
leaf_weight=20 23 47 28 60 85 100 30 20 99 20 69 39 1178 25 30 20 145 121 40 26 49 34 55 24 21 181 72 343 28 89
leaf_count=20 23 47 28 60 85 100 30 20 99 20 69 39 1178 25 30 20 145 121 40 26 49 34 55 24 21 181 72 343 28 89
internal_value=0 0.000374617 0.000677792 0.000529979 0.000295015 0.000686559 0.000340487 0.0003935 0.000360722 0.000699508 0.000465327 0.000702136 0.000697081 0.000605831 0.000564307 0.000703132 0.000622395 0.000621527 0.000825434 0.00015819 0.00020906 0.000502064 0.000582168 0.00037304 0.000671515 0.00064229 0.000556431 0.000695683 0.000680084 0.000330808
internal_weight=0 673 2448 228 445 2351 334 238 208 2026 97 2006 1927 325 84 1843 300 144 79 111 96 64 200 84 665 301 92 364 209 188
internal_count=3121 673 2448 228 445 2351 334 238 208 2026 97 2006 1927 325 84 1843 300 144 79 111 96 64 200 84 665 301 92 364 209 188
is_linear=0
shrinkage=0.00196078


Tree=8395
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 4 2 10 42 42 3 403 52 130 2 159 15 133 48 2 4 11 1 3 160 124 156 12 12 52
split_gain=0.410009 0.0924295 0.050605 0.0568521 0.0459474 0.0423651 0.0405615 0.0304867 0.0255695 0.0407783 0.026228 0.0259217 0.0262851 0.0387166 0.0724341 0.031374 0.032954 0.0290472 0.029482 0.0338372 0.0250447 0.0241415 0.0243456 0.0423864 0.0854412 0.022631 0.0222225 0.0232639 0.0249289 0.0231234
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.098655000000000007 0.092235000000000025 -0.062879999999999978 0.075730000000000006 0.086375000000000021 -0.13309499999999996 0.104315 -0.56368999999999991 0.012250000000000002 0.11362000000000001 0.085035000000000013 0.050935000000000008 0.093615000000000018 0.085485000000000019 0.10188000000000001 -0.078439999999999996 0.080455000000000013 0.076935000000000017 -0.092644999999999991 -0.054789999999999998 -0.072314999999999977 0.090500000000000011 0.09320500000000001 0.10388500000000002 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 6 -2 21 -4 11 -10 -11 12 -8 14 15 16 17 18 19 -14 -12 22 26 24 -24 -25 27 29 -29 -1
right_child=1 2 7 -5 -6 -7 8 -9 9 10 20 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0072182371696755459 0.0064660397212278585 0.0030958728716483103 -0.0025361199977591503 0.0085739810092491098 0.0018373348337428815 0.0037954274761162841 0.0083484356276407514 0.0017564340452783001 0.0096858390473893718 0.009619118911214173 0.0024599313084036115 0.008125074768516545 -0.002230273298032227 0.0060162052935629623 -0.00088936193087310708 0.0075074655469506979 0.0070950384650911615 0.006699664723128081 0.0043786865705082757 0.0031666904889369528 0.0061124405639704157 0.0093168014041813355 -0.0016689930949360132 0.0032670547187860521 0.0059453320980537685 0.0066222252833571449 0.0046218237320247756 0.01053891520193582 0.0066457944298925781 0.0060382039387699123
leaf_weight=659 132 359 21 20 22 108 23 78 35 20 20 30 21 160 27 32 28 20 43 26 306 35 20 21 56 471 39 38 29 222
leaf_count=659 132 359 21 20 22 108 23 78 35 20 20 30 21 160 27 32 28 20 43 26 306 35 20 21 56 471 39 38 29 222
internal_value=0 0.00366304 0.00285908 0.00338496 0.0063864 0.00526426 0.00642843 0.000845892 0.00584325 0.00643305 0.00610401 0.00529517 0.00507176 0.00486066 0.00392214 0.00468632 0.00403215 0.0032525 0.00248646 0.000755281 0.00588836 0.00671955 0.00666109 0.0061395 0.00394156 0.00647902 0.00696125 0.0070575 0.00885383 0.00692088
internal_weight=0 718 478 379 2403 240 2381 99 791 381 346 410 380 357 197 170 138 110 90 47 326 1590 1555 568 76 492 987 948 67 881
internal_count=3121 718 478 379 2403 240 2381 99 791 381 346 410 380 357 197 170 138 110 90 47 326 1590 1555 568 76 492 987 948 67 881
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 14 12 43 47 4 2 1 2 2 42 4 3 14 158 14 4 16 49 47 16 12 4 4 16 51
split_gain=10.6237 1.76278 1.17266 0.969532 0.674889 0.362536 0.47013 0.361061 0.336537 0.275704 0.252797 0.246117 0.231917 0.228024 0.214175 0.204544 0.165266 0.159509 0.146787 0.136562 0.127787 0.112575 0.120508 0.110397 0.110391 0.109208 0.0999846 0.121396 0.0947294 0.0896848
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 -0.063814999999999997 0.088105000000000003 0.076175000000000007 0.051320000000000005 -0.04890499999999999 0.13082500000000002 0.033845000000000007 0.11474000000000002 1.0000000180025095e-35 0.10381000000000001 0.14838000000000004 0.11688500000000002 0.27834500000000006 0.11658 -0.41790499999999997 0.080150000000000013 0.062655000000000016 0.24564500000000003 -0.039889999999999988 -0.0087849999999999977 0.090100000000000013 -0.12029499999999999 0.08815000000000002 -1.0000000180025095e-35 -0.059649999999999988 -0.069144999999999984 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 -1 11 13 25 -6 14 19 15 -5 -4 -14 -17 20 21 24 22 -9 -3 -11 -8 27 -23 -24 -26
right_child=1 2 8 7 10 -7 9 12 -10 18 -12 -13 16 -15 -16 17 -18 -19 -20 -21 -22 26 28 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0004170623177183403 0.00064935602796081121 0.00031892229832806513 0.0003613178330303906 0.0006415987805903048 0.00058626885617662702 0.00079447295567298905 0.00067566141433618313 0.00045670981646752826 0.00039895794601892831 0.00065619104580020736 0.00036265316221239336 0.00038181148521009202 0.00055231133882719253 0.00011569418709957319 0.00040617693593007287 0.00034221060637969013 0.00036726884339369979 0.00016251169876308871 0.00066423476034519716 0.00077359477240665291 0.00043071292064228314 0.00065617252347557095 0.00065107103071960744 0.00044360464066723541 0.00063365392396043916 0.00064387631766385967 0.00073330445449893214 0.00048741015850964104 0.00048995239660143853 0.00049000056829044529
leaf_weight=34 69 186 41 39 77 65 752 32 37 44 26 68 72 84 24 24 25 91 61 20 28 57 47 32 24 929 35 23 20 55
leaf_count=34 69 186 41 39 77 65 752 32 37 44 26 68 72 84 24 24 25 91 61 20 28 57 47 32 24 929 35 23 20 55
internal_value=0 0.000352605 0.000318365 0.000631676 0.000399024 0.000650446 0.000645587 0.000550749 0.000224893 0.000649692 0.000529822 0.000463617 0.000585233 0.000198058 0.000551914 0.000242408 0.00050462 0.000200014 0.000583059 0.000618649 0.000550266 0.000604168 0.000555698 0.000337224 0.000577481 0.000658095 0.000645895 0.000607653 0.000602976 0.000533642
internal_weight=0 667 598 2454 321 1992 1927 462 277 1893 103 131 331 240 63 156 97 115 212 234 151 214 99 218 123 1681 115 80 67 79
internal_count=3121 667 598 2454 321 1992 1927 462 277 1893 103 131 331 240 63 156 97 115 212 234 151 214 99 218 123 1681 115 80 67 79
is_linear=0
shrinkage=0.00196078


Tree=8397
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 14 14 0 12 2 2 0 4 13 3 2 15 130 13 160 10 3 52 4 3 15
split_gain=9.35525 1.4516 0.97655 0.836345 0.756988 0.489523 0.382289 0.362053 0.310811 0.223979 0.230848 0.212417 0.18059 0.142865 0.12733 0.119253 0.248607 0.100125 0.0995939 0.0991226 0.0986763 0.0953887 0.132666 0.157967 0.0882843 0.0835429 0.0802747 0.0794517 0.169916 0.0757431
threshold=0.10538500000000002 -0.40306999999999998 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.09253500000000002 0.40473500000000007 0.062655000000000016 -1.0000000180025095e-35 -0.22491999999999998 0.091545000000000015 0.17760500000000004 0.094835000000000017 -0.11173999999999999 0.022185000000000003 -0.004174999999999999 0.10299500000000002 0.14122000000000004 0.079055000000000014 -0.076894999999999977 -0.0044799999999999987 -0.013084999999999998 -0.3960249999999999 -0.23446499999999998 -0.16675999999999999 -0.51843499999999987 -0.15121499999999996 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 19 6 9 14 -6 10 -5 -12 15 17 -1 16 -13 -4 -19 21 25 -3 -23 -24 -15 -14 -11 -17 -29 -16
right_child=1 2 13 5 8 -7 -8 -9 -10 26 11 12 20 24 29 27 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00064670950803641641 0.00058586949174148318 0.00018081796381944903 0.00016436335604514001 0.00077021742407093984 0.00054059892324319326 0.00033628314296784746 0.00039944987103469361 0.00034091568268265591 0.0003283788437419887 0.00058892116096674228 0.00045767430474279245 0.00034696299728809616 0.00064611734055420927 0.00016161889268474932 0.00054392076933037364 0.00070842785383182585 0.00060716165150546172 0.00018442174572807178 0.00037538575358083597 0.0001843066210254725 0.00059521794568225201 0.00027475754021535795 0.00050659164543997114 0.00032382610413471082 -1.6120923500435024e-05 0.00054140030307720389 0.00073047653712792328 0.00047565676925022843 0.00061622905893886544 0.00039134830346002297
leaf_weight=26 72 23 92 29 83 28 37 71 39 20 43 20 32 21 29 34 48 21 21 31 373 143 24 75 22 346 67 34 1195 22
leaf_count=26 72 23 92 29 83 28 37 71 39 20 43 20 32 21 29 34 48 21 21 31 373 143 24 75 22 346 67 34 1195 22
internal_value=0 0.000322914 0.000291094 0.000584795 0.000342785 0.000593965 0.000597133 0.000441911 0.000472758 0.000600397 0.000596457 0.000594086 0.000596903 0.000169021 0.000535037 0.00061062 0.000530633 0.000200578 0.000279904 0.000289216 0.000572592 0.000301488 0.000312957 0.000368133 7.06822e-05 0.000550265 0.000697935 0.000614927 0.00061234 0.000478105
internal_weight=0 667 595 2454 418 2306 2278 148 122 2241 2154 2125 2082 177 77 1331 68 134 42 296 751 265 242 99 43 378 87 1263 1229 51
internal_count=3121 667 595 2454 418 2306 2278 148 122 2241 2154 2125 2082 177 77 1331 68 134 42 296 751 265 242 99 43 378 87 1263 1229 51
is_linear=0
shrinkage=0.00196078


Tree=8398
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 1 11 2 3 3 2 12 15 1 457 1 12 1 52 0 1 3 1 3 43 2 4 4
split_gain=15.6153 2.01528 1.77407 1.3221 1.16976 0.743526 0.575798 0.502624 0.471881 0.486131 0.409665 0.413879 0.326815 0.244768 0.233189 0.229618 0.226095 0.321821 0.22194 0.184811 0.154679 0.149847 0.118052 0.115316 0.114946 0.112972 0.101614 0.126487 0.0992495 0.0989153
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.14122000000000004 0.088725000000000012 0.092845000000000025 1.0000000180025095e-35 0.091265000000000013 0.31370500000000007 0.076840000000000006 0.11474000000000002 -0.42850999999999995 0.024640000000000006 0.086920000000000011 0.080930000000000016 0.084525000000000003 0.08401500000000002 0.13075500000000004 -1.0000000180025095e-35 -0.23194499999999998 0.11588000000000001 0.149315 0.14173500000000003 -0.12018999999999998 -0.081289999999999987 0.11362000000000001 -0.036839999999999991 -0.0057249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 6 5 8 26 -4 9 15 11 19 22 -12 20 21 -11 -18 29 -5 -10 -1 -8 -13 -15 -23 -3 -28 -2 -17
right_child=1 3 7 10 -6 -7 12 -9 14 16 13 23 -14 24 -16 18 17 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0008966809102133208 0.00076878824453244265 0.00024076421779035186 0.00062232704672253697 0.00032479251759260697 0.00037605664284985049 0.00043341110303235476 0.00069485129808808201 0.00034243142904509424 0.00078029527460581505 0.00065911759110808118 0.00021295449743477033 0.00048802145834040138 0.00032379389228418356 8.4569676514107927e-05 0.00088889295366327374 0.00047379475159972325 0.00068171109851456369 0.00034632856435509344 0.00069393413658016656 0.00015047139761562185 0.00059018092078655046 0.00061418124428394897 0.00052002624642331896 0.00029954072361921565 -9.6858318237697384e-05 0.00072917054893197812 0.00044070928906247953 0.00031189904770374674 0.00059631059338471264 0.00062889471918521156
leaf_weight=20 29 42 37 30 45 41 27 74 76 670 34 26 23 29 68 25 22 22 363 106 21 34 33 24 25 970 42 97 23 43
leaf_count=20 29 42 37 30 45 41 27 74 76 670 34 26 23 29 68 25 22 22 363 106 21 34 33 24 25 970 42 97 23 43
internal_value=0 0.000323895 0.00067812 0.000288268 0.000689238 0.000695172 0.000387292 0.00043573 0.00069977 0.00069208 0.000192857 0.000245007 0.000522519 8.26309e-05 0.000800854 0.000712644 0.000650176 0.00051402 0.000674676 0.000188925 0.000739136 0.000728624 0.000598698 0.000397551 5.75234e-07 0.000725276 0.000325282 0.00035082 0.0006925 0.000571873
internal_weight=0 590 2531 538 2420 2375 264 111 2334 2169 274 186 83 88 165 1455 714 44 431 136 97 1024 60 50 54 1004 181 139 52 68
internal_count=3121 590 2531 538 2420 2375 264 111 2334 2169 274 186 83 88 165 1455 714 44 431 136 97 1024 60 50 54 1004 181 139 52 68
is_linear=0
shrinkage=0.00196078


Tree=8399
num_leaves=31
num_cat=0
split_feature=1 52 3 123 132 2 157 4 376 2 131 48 15 1 4 151 150 49 132 14 0 147 11 12 48 50 1447 481 1 50
split_gain=0.519215 0.098057 0.066707 0.0643222 0.0466319 0.0418618 0.0404197 0.0592527 0.051898 0.0546672 0.0363455 0.0346049 0.0346008 0.0495442 0.0287812 0.0280937 0.0355822 0.0292777 0.0333468 0.0256258 0.0256238 0.0249356 0.0300832 0.0418685 0.0283872 0.022151 0.0312698 0.0323046 0.0245643 0.0515923
threshold=0.10752500000000002 -0.40306999999999998 0.31534000000000006 1.0000000180025095e-35 0.10365500000000001 0.098630000000000009 -0.081749999999999975 0.41257000000000005 0.084145000000000011 0.11362000000000001 0.09031500000000002 0.11926500000000002 -0.41396999999999995 0.13820500000000002 -0.00027999999999999998 -0.09693499999999998 0.081835000000000019 0.14233500000000002 0.10240500000000001 -0.47071999999999997 -0.096374999999999975 0.089365000000000014 0.075910000000000019 0.09320500000000001 0.078735000000000013 0.10917 -0.086059999999999984 0.0028200000000000005 0.080270000000000022 0.083090000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 6 5 12 21 -3 8 9 -8 -2 14 -4 -14 -11 -7 17 18 -17 -9 -21 22 25 24 -24 26 -1 28 -28 -30
right_child=1 2 4 -5 -6 15 7 19 -10 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.009354742301651571 0.010319299503628698 -0.00056725295493379238 0.0026089340736646029 0.0046652684858706486 0.0041661650392002076 0.010012744837440551 0.0072080821848747858 0.0059477985984730452 0.0012912163642355271 0.0048369579820026617 0.0050160446107232332 0.0065877374587216767 0.0010097849792579101 -0.0059446790459332993 0.00051884278760884299 0.0068205276118281427 0.0030671186187058029 0.0026729044842068107 0.0034713853849098089 0.0040997161260615525 0.0014790626181538443 0.0047392951544477716 0.0091257590254826947 0.005726536135010135 0.013609911650419235 0.0061738499257524941 0.0075203271075502459 0.010679840339746859 0.0057511632827590533 0.0079036764489357758
leaf_weight=79 28 20 21 111 29 20 109 22 31 29 24 32 21 20 33 419 34 20 32 55 116 36 48 26 20 158 1041 28 269 190
leaf_count=79 28 20 21 111 29 20 109 22 31 29 24 32 21 20 33 419 34 20 32 55 116 36 48 26 20 158 1041 28 269 190
internal_value=0 0.00372494 0.00332415 0.00701913 0.000856245 0.0071271 0.00382656 0.00403236 0.00510218 0.00568415 0.00787164 0.00391703 -0.000691943 -0.00238264 0.00253861 0.00633692 0.00619134 0.00641687 0.00658289 0.00273527 0.00232196 0.00734601 0.00739649 0.00913962 0.0104446 0.00730365 0.00741474 0.00731444 0.00725161 0.00664218
internal_weight=0 590 538 2531 91 2420 447 427 234 203 52 94 62 41 62 525 505 471 451 193 171 1895 1859 94 68 1765 1607 1528 1500 459
internal_count=3121 590 538 2531 91 2420 447 427 234 203 52 94 62 41 62 525 505 471 451 193 171 1895 1859 94 68 1765 1607 1528 1500 459
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 14 2 4 1 1 50 1 12 1 4 40 1 4 1 52 1 2 0 2 4
split_gain=24.6991 3.98386 2.2219 2.0566 1.32166 1.28165 1.0451 0.790217 0.781357 0.681794 0.625768 0.534787 0.415673 0.290098 0.284884 0.240072 0.236947 0.211928 0.176897 0.165401 0.15899 0.151709 0.140276 0.124179 0.120692 0.111792 0.110222 0.109909 0.102921 0.0901931
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.091265000000000013 -0.15289999999999995 0.12337000000000002 0.089625000000000024 0.041865000000000006 0.13075500000000004 0.085885000000000017 0.13265500000000002 -0.0092149999999999992 -0.077714999999999992 0.086920000000000011 -0.013514999999999998 0.12958500000000003 -0.16675999999999999 0.16175000000000003 0.096325000000000008 0.18019500000000002 0.11411 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 20 10 23 -4 11 14 -10 22 -1 25 28 -16 -14 27 -3 26 -2 -8 -12 -6 -21 -13 -5 -19
right_child=1 4 9 16 15 -7 8 -9 12 -11 24 19 18 -15 17 -17 -18 29 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032139570831810284 0.0031910752480142808 0.0026022862798620876 0.0030952571722600423 0.0028816409137736513 0.0024338382131913129 0.0028306689517797893 0.0030409529547377849 0.0028336942336138556 0.0029674605645385443 0.0027507228751884527 0.00321608186936846 0.003166666312370889 0.0026940518063110364 0.0029079618190801394 0.0030202222486655768 0.002609704918091833 0.0025404485612133751 0.0031801918045766225 0.0025085967520008918 0.0031756388600550443 0.0024425561615065029 0.0029545507898517684 0.0030534615488994974 0.0028462393494213326 0.0033902652662803684 0.0022661999861399336 0.003089997518476138 0.0030179143302580891 0.0027113799236119242 0.003058271215692005
leaf_weight=1147 68 46 34 21 65 41 34 25 20 63 20 423 141 27 44 26 24 227 23 80 50 25 49 20 65 20 208 20 39 26
leaf_count=1147 68 46 34 21 65 41 34 25 20 63 20 423 141 27 44 26 24 227 23 80 50 25 49 20 65 20 208 20 39 26
internal_value=0 0.00273817 0.00316231 0.00294893 0.00263019 0.00317431 0.00269179 0.00318041 0.00276145 0.00287149 0.0031842 0.00317782 0.00270059 0.00309116 0.00319994 0.00244483 0.00270511 0.00314582 0.00266804 0.00313557 0.00251909 0.00310107 0.00313344 0.00296884 0.00334928 0.00239439 0.00311379 0.00315995 0.00277097 0.00316766
internal_weight=0 673 2448 228 445 2351 334 2310 238 97 2285 2200 184 144 1444 111 84 297 164 756 96 313 117 54 85 85 288 443 60 253
internal_count=3121 673 2448 228 445 2351 334 2310 238 97 2285 2200 184 144 1444 111 84 297 164 756 96 313 117 54 85 85 288 443 60 253
is_linear=0
shrinkage=0.00196078


Tree=8401
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 4 4 2 2 12 52 4 47 2 3 11 14 16 13 49 15 50 16 11 15 0 157 1
split_gain=17.0251 2.11291 1.88777 1.16687 1.16327 0.768758 0.654694 0.630132 0.572704 0.546208 0.397452 0.340662 0.266179 0.258279 0.256474 0.251573 0.332121 0.231204 0.22454 0.258544 0.208463 0.206967 0.196883 0.196761 0.176863 0.160653 0.139676 0.139178 0.135044 0.13453
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 -1.0000000180025095e-35 0.052250000000000012 -0.16363499999999997 0.10803500000000001 0.11389000000000002 0.091545000000000015 1.0000000180025095e-35 0.27834500000000006 0.077555000000000013 0.10381000000000001 -0.0037349999999999996 1.0000000180025095e-35 0.062655000000000016 -0.013024999999999998 -1.0000000180025095e-35 -0.012034999999999999 0.13592500000000005 0.041865000000000006 -0.44310499999999992 0.080150000000000013 -0.064294999999999977 -0.10011499999999998 -0.077809999999999976 0.12000500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 6 29 11 -6 -8 14 17 15 24 18 16 -10 -4 19 -1 -11 -2 27 -7 -9 -19 -26 -13 -21 -3
right_child=1 5 7 -5 8 23 9 13 12 20 -12 22 -14 -15 -16 -17 -18 25 -20 28 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00065981254413304414 0.00054422696066253322 0.00037983070474629306 0.00084515406875810867 0.00040770462770523355 0.00080468762974660664 0.00014642264360403704 0.00065385896006440796 0.00083063915655352686 0.00045628871901912533 0.00034904254201358374 0.00051741355244873789 0.00094173578308731555 0.00070792469215870716 0.00051877230795380333 0.00095313700780369872 0.00037777956239812727 0.00072207190513777801 0.0010594290473669396 0.00096082574888771649 0.00068264673277040042 0.00048744805720673888 0.00076430667150457598 0.00061531354293041258 0.00035373134513124377 0.00074970282680635579 0.00088014085614340786 0.00062471439265737348 0.00079806850697041951 0.000865341110848913 0.00020840203780204996
leaf_weight=78 20 24 1082 74 31 75 42 67 51 104 22 27 23 21 33 55 28 33 20 21 70 92 22 23 110 46 50 651 60 66
leaf_count=78 20 24 1082 74 31 75 42 67 51 104 22 27 23 21 33 55 28 33 20 21 70 92 22 23 110 46 50 651 60 66
internal_value=0 0.000425835 0.000795705 0.000598768 0.000675992 0.000346217 0.000394622 0.000819659 0.000561139 0.000453166 0.000768267 0.000832032 0.00051305 0.000726815 0.000794299 0.000479602 0.00055049 0.000852631 0.000765016 0.000740386 0.000404723 0.000725007 0.000797866 0.000195077 0.000746061 0.000955033 0.000710644 0.00080379 0.000817976 0.000254116
internal_weight=0 590 2531 186 422 404 306 2109 188 216 234 1861 157 248 212 134 79 1161 179 159 174 112 700 98 227 79 160 678 81 90
internal_count=3121 590 2531 186 422 404 306 2109 188 216 234 1861 157 248 212 134 79 1161 179 159 174 112 700 98 227 79 160 678 81 90
is_linear=0
shrinkage=0.00196078


Tree=8402
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 2 9 2 10 43 10 132 1 2 124 4 16 14 160 0 13 2 47 42 43 133 4 130 15
split_gain=0.61278 0.13729 0.0817299 0.0609096 0.0526684 0.0516481 0.0473225 0.0493796 0.0728835 0.0524679 0.0416774 0.0365519 0.0336473 0.0355221 0.0302618 0.034183 0.029516 0.0350011 0.0482851 0.0423389 0.0377487 0.0293094 0.0328628 0.0365464 0.0288346 0.0426604 0.0329822 0.0330017 0.0345461 0.025709
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092235000000000025 -0.049894999999999995 0.14753000000000002 -1.0000000180025095e-35 0.10381000000000001 0.069930000000000006 -0.078139999999999973 -0.0026549999999999994 0.10365500000000001 0.14754500000000001 0.14285500000000004 -0.076779999999999987 -0.031404999999999995 -0.008904999999999998 -1.0000000180025095e-35 -0.067824999999999983 -0.066089999999999996 -0.07743499999999999 0.092875000000000013 0.081320000000000017 -0.082179999999999989 -0.11180499999999999 -0.010614999999999998 -0.012164999999999999 0.09567500000000001 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 7 11 9 -9 -10 -7 13 -4 15 -6 -12 18 -18 -19 -20 -17 -23 24 26 -26 -24 -28 -29 -8
right_child=1 2 12 -5 14 6 29 8 10 -11 16 -13 -14 -15 -16 21 17 19 20 -21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.010042045878990909 0.010056593788562921 0.010758107186295093 0.0034442624784316181 0.0044242951619459991 0.0067603891269148635 0.0055117797037713577 0.0049663669974376844 0.0098937573052002223 0.0036792702211569696 0.0050015825910902229 0.010096184691329571 0.00035588783212006094 0.0061295270992057591 -0.0014892166564823128 0.0063274632840871056 0.010369887783142608 0.011627906835637988 0.0067884184984275363 0.0072741604559673255 0.00096386713945927722 0.0023632319038733845 0.0053423253790242601 0.013591476855799556 0.012293558890301296 0.0039540225200471475 0.008719605819075776 0.011395796065917238 0.010272470962663647 0.0043948783259838827 0.00068109237070616694
leaf_weight=1590 87 25 54 22 54 44 42 101 63 28 22 20 29 20 39 207 20 26 72 24 20 24 24 34 20 309 40 20 20 21
leaf_count=1590 87 25 54 22 54 44 42 101 63 28 22 20 29 20 39 207 20 26 72 24 20 24 24 34 20 309 40 20 20 21
internal_value=0 0.00633257 0.00581911 0.00966192 0.00971032 0.00632177 0.00610128 0.0064683 0.00690537 0.00883189 0.00589921 0.00390056 0.00324235 0.00211089 0.0090435 0.00918436 0.00665929 0.00619256 0.00717466 0.00399263 0.00620657 0.00937189 0.00895114 0.0091366 0.00888871 0.0084299 0.0103401 0.00936474 0.00733367 0.00353794
internal_weight=0 718 631 2403 2381 528 503 440 376 129 247 64 103 74 791 752 184 162 112 50 92 698 491 467 433 329 104 80 40 63
internal_count=3121 718 631 2403 2381 528 503 440 376 129 247 64 103 74 791 752 184 162 112 50 92 698 491 467 433 329 104 80 40 63
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 14 2 4 0 1 4 0 3 16 15 156 48 10 394 4 0 16 3 157 12 4 160
split_gain=11.3583 1.88078 1.22773 0.979314 0.682947 0.670429 0.582313 0.527471 0.377782 0.313715 0.312643 0.291721 0.27915 0.247731 0.223802 0.187214 0.142748 0.12872 0.125284 0.143419 0.117831 0.117729 0.118083 0.111507 0.0967567 0.0918402 0.0889653 0.087479 0.0799784 0.0799645
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.14122000000000004 0.10045500000000002 -0.022174999999999997 0.40124500000000002 0.062655000000000016 0.17025000000000004 0.0061450000000000003 -0.11173999999999999 0.092845000000000025 0.40945500000000007 -0.079119999999999982 0.30112000000000005 -0.12029499999999999 -0.12255999999999999 -0.0011799999999999998 0.093265000000000015 -0.38124499999999995 -0.078674999999999981 -0.49405499999999997 -0.15599999999999997 -0.024819999999999998 -0.15327499999999997 -0.23976499999999998 0.095565000000000011 -0.00059999999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 6 28 8 10 13 11 23 -5 15 26 -4 -12 -18 -16 21 -11 -20 27 -1 -24 -10 -13 -23 -3 -15
right_child=1 2 9 12 -6 -7 -8 -9 25 20 16 14 -14 29 18 -17 17 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065312823030131079 0.0007126188911517335 0.00077494656998991257 0.00045026777372442336 0.00064620305865481845 0.00046244725056744434 0.0003932916539718208 0.00039613463840349416 0.00043448062416385201 0.0009084581007636315 0.00022092853353768071 0.00070966016866412822 0.000633404314023517 0.00042965319846129785 0.00034255327358598411 0.00079939324989953002 0.0002414071218587073 0.00075230989448663564 0.00060923503307596565 0.0005533320968057595 0.00057322555739018643 3.1257041264325381e-05 0.00080937333861548521 0.0007181281034538289 0.00047881618502135036 0.00065927627649795678 0.00077911465278465643 0.00074940908482960995 0.00066080836104411705 0.00063761453658175407 0.00023419088739899877
leaf_weight=43 74 23 66 37 41 202 44 25 46 34 142 26 60 36 46 22 28 177 20 36 20 64 260 21 183 39 1134 20 56 96
leaf_count=43 74 23 66 37 41 202 44 25 46 34 142 26 60 36 46 22 28 177 20 36 20 64 260 21 183 39 1134 20 56 96
internal_value=0 0.000417709 0.000381276 0.000705329 0.000713296 0.000462785 0.000576911 0.000717748 0.000720847 0.000284597 0.000715891 0.000726006 0.000512255 0.000317468 0.00073066 0.000398053 0.000661876 0.000628777 0.000700877 0.000693104 0.00015068 0.000700994 0.000706598 0.000595932 0.000693817 0.000849112 0.000746809 0.000774001 0.000677597 0.000263744
internal_weight=0 673 599 2448 2351 325 123 2310 2285 274 2200 1853 97 220 1789 88 347 205 629 583 54 547 527 64 443 85 1160 84 79 132
internal_count=3121 673 599 2448 2351 325 123 2310 2285 274 2200 1853 97 220 1789 88 347 205 629 583 54 547 527 64 443 85 1160 84 79 132
is_linear=0
shrinkage=0.00196078


Tree=8404
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 4 42 2 4 14 2 1 2 16 1 52 457 1 39 2 43 52 14 16 151 0 43 16 1 47
split_gain=7.52537 1.18188 0.760377 0.652718 0.429686 0.281683 0.266922 0.26479 0.256465 0.242131 0.236645 0.185418 0.294694 0.168051 0.124549 0.0890054 0.0869299 0.115547 0.0818864 0.0780784 0.0773769 0.0769149 0.0737503 0.0737384 0.0907982 0.070955 0.0745679 0.0701662 0.0661108 0.0657954
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 -0.080389999999999989 0.095545000000000005 0.27287000000000006 -0.0060199999999999993 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.086920000000000011 0.089885000000000007 -0.52595999999999987 0.15471500000000002 -0.56176499999999996 0.080930000000000016 0.082005000000000008 0.087690000000000004 -1.0000000180025095e-35 -0.080324999999999994 -0.24164999999999998 -0.45687499999999998 0.10246000000000001 -0.088784999999999989 -0.030209999999999997 -0.078139999999999973 -0.0094449999999999968 0.11392000000000001 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 6 9 10 -1 13 29 11 18 -5 19 -6 22 -15 17 25 -3 -13 -8 -19 -7 24 -2 26 -17 28 -26 -4
right_child=1 5 8 4 7 14 20 -9 -10 -11 -12 12 -14 15 -16 16 -18 21 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00056505818953033263 0.00043517274955543232 0.00045028964857000671 0.00060662665203505873 0.00061406159413411588 0.00038491266976996741 0.00033934142772737891 0.00039835749317183102 0.00039375466510603612 0.00037140665511947637 0.00071879002998396038 0.0002137558011144198 0.00049351876768811195 0.00033452734688990839 0.00065519064280393816 0.00010141143757922976 0.00059611165554724168 0.00043327917825747162 0.00054683404492701811 0.00031523430845191501 0.00058678186276727882 0.0002507336112652339 0.00068731221212842825 0.00021322588783926548 0.00046367956946293513 0.00038196859565690395 0.00047651069474148854 0.0005380569747115224 0.00026196236768685755 0.00028824463025376975 0.00051457556261781635
leaf_weight=35 32 45 72 1244 21 21 43 41 32 71 42 38 20 38 35 133 21 23 28 376 20 43 118 20 78 45 236 53 46 51
leaf_count=35 32 45 72 1244 21 21 43 41 32 71 42 38 20 38 35 133 21 23 28 376 20 43 118 20 78 45 236 53 46 51
internal_value=0 0.000350438 0.000421722 0.000584552 0.000591091 0.000255722 0.000427766 0.00054586 0.000527777 0.000606633 0.00033102 0.000601887 0.000566991 0.000556997 0.000205955 0.000563701 0.000556762 0.000562164 0.000398488 0.000578221 0.000351493 0.000638358 0.000232279 0.000349939 0.000339054 0.000550018 0.000558982 0.000321677 0.0003472 0.000568459
internal_weight=0 673 384 2448 2350 289 98 601 155 1749 115 1678 434 560 174 539 501 480 73 414 63 66 139 229 209 414 369 177 124 123
internal_count=3121 673 384 2448 2350 289 98 601 155 1749 115 1678 434 560 174 539 501 480 73 414 63 66 139 229 209 414 369 177 124 123
is_linear=0
shrinkage=0.00196078


Tree=8405
num_leaves=31
num_cat=0
split_feature=1 52 1 2 3 14 4 51 0 157 1 1 47 12 15 49 13 51 39 4 16 34 2 131 2 31 52 474 4 16
split_gain=0.614652 0.148594 0.0865228 0.0603225 0.0753516 0.0480648 0.047622 0.0397555 0.0447998 0.0552669 0.0413921 0.0374376 0.0442603 0.0333318 0.0344703 0.0652243 0.0479126 0.031543 0.0287767 0.0286234 0.0281656 0.0281293 0.0498467 0.0389738 0.0438334 0.0351501 0.0255398 0.0247484 0.0255593 0.0243071
threshold=0.10124500000000002 -0.40967499999999996 0.12337000000000002 0.10252500000000002 -0.022174999999999997 0.062655000000000016 0.033845000000000007 0.0053700000000000006 -0.079119999999999982 -0.08107499999999998 0.088770000000000016 0.083345000000000016 0.084210000000000021 0.089300000000000004 0.040760000000000005 0.0065400000000000015 -1.0000000180025095e-35 0.090050000000000005 0.086175000000000015 -0.010655 -0.43320999999999993 -0.038779999999999995 0.14285500000000004 0.086835000000000009 0.31358000000000003 -0.081689999999999985 0.12603000000000003 0.10008000000000002 -0.51843499999999987 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 19 6 7 8 -1 -10 13 20 -13 14 15 16 -9 -12 27 -3 -8 25 29 24 -24 -4 -5 28 -11 -23
right_child=1 2 21 26 -6 -7 11 10 9 18 17 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010206859714658206 0.0098540238822655141 0.012228382710423886 0.004931478491052986 0.0053192328995232945 0.0053232895779143233 0.011828423243309006 0.010456419456750155 0.0099087246507406235 0.0040668736478047711 0.012314852405912602 0.0030450083670162022 0.0027704019700953118 0.0082284750079568963 0.0080366427034846318 0.013299280878466865 0.012090087473569882 0.002986830316949636 0.0080027226259875486 0.0055789520032703882 0.0086718052156761084 0.0081870413272097063 0.0045965683825620962 0.0035442544317896099 0.00698679372486051 -0.0017557867709547281 -0.00099727676366455852 0.0089817118941850609 0.012183861236178107 0.009089392444824658 0.0073803119437947668
leaf_weight=1097 102 33 20 204 59 89 78 20 21 26 21 24 39 128 30 42 20 33 20 72 183 55 71 23 20 20 21 31 446 73
leaf_count=1097 102 33 20 204 59 89 78 20 21 26 21 24 39 128 30 42 20 33 20 72 183 55 71 23 20 20 21 31 446 73
internal_value=0 0.00629794 0.00575738 0.00672422 0.00818281 0.00954899 0.00945918 0.00964706 0.00983892 0.00909695 0.00857619 0.00833713 0.00614921 0.00913901 0.0103989 0.00933774 0.00644778 0.00607472 0.00929892 0.00978959 0.00886525 0.00442369 0.00482974 0.00330897 0.00237941 0.0019671 0.00566106 0.00944683 0.00926707 0.00618417
internal_weight=0 773 671 389 164 2348 2259 1935 1641 544 294 324 63 240 112 82 40 54 523 105 261 282 242 114 91 40 225 503 472 128
internal_count=3121 773 671 389 164 2348 2259 1935 1641 544 294 324 63 240 112 82 40 54 523 105 261 282 242 114 91 40 225 503 472 128
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 44 2 2 1 2 4 150 1 2 2 47 12 4 4 3 4 1 0 43 12 48 4 160
split_gain=11.6455 1.81087 1.18996 1.03169 0.71556 0.57425 0.349413 0.310758 0.292486 0.285909 0.275584 0.224751 0.195786 0.180613 0.180271 0.270162 0.149859 0.11554 0.0914379 0.0928347 0.0868667 0.0829047 0.080212 0.0773583 0.0907353 0.0752436 0.0681588 0.0597268 0.0589308 0.0577513
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.094585000000000016 0.14285500000000004 0.11474000000000002 0.077845000000000011 0.14960000000000004 0.42051500000000003 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.090100000000000013 0.08815000000000002 -0.50940999999999981 0.060330000000000002 0.086245000000000016 -0.0070899999999999991 0.076935000000000017 -0.030209999999999997 -0.080324999999999994 0.10124000000000001 0.016865000000000002 -0.036839999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 17 6 14 11 13 22 -5 12 27 20 18 16 -16 -3 19 -1 23 -21 -6 24 -7 -12 -24 -4 -2 -23
right_child=1 2 7 10 9 8 -8 -9 -10 -11 25 -13 -14 -15 15 -17 -18 -19 -20 21 -22 29 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008345364965339654 0.00070802022107675962 0.00034377636280997402 0.00039905292690758975 0.00063743587760698231 0.00072325087116768599 0.00065533567856506812 0.00082540593337809712 0.00047286571362080741 0.00045626210222042286 0.00038209586301720159 0.00044816066505385191 0.00014321235817348315 0.00021505860690514678 0.00048662794936521383 0.00051131219446709899 0.00044274897279276596 0.00067609435210493095 0.00047113297269770914 0.00068023140282887616 0.00071269842376470334 0.00058890122765691325 0.00069606172626996354 0.0006425825913143942 0.00071062044280797011 0.00053832961285412513 0.0003054435720539414 0.00050497772004090102 0.00028331580048341769 0.00058981786828999423 0.00055064441832730301
leaf_weight=23 50 190 40 28 21 210 76 22 39 26 49 79 103 30 23 23 274 32 603 810 86 21 31 83 29 20 25 30 24 21
leaf_count=23 50 190 40 28 21 210 76 22 39 26 49 79 103 30 23 23 274 32 603 810 86 21 31 83 29 20 25 30 24 21
internal_value=0 0.000380308 0.000344558 0.000671542 0.000424803 0.000679718 0.000695179 0.000249378 0.000618977 0.000559876 0.000473371 0.000229867 0.000269437 0.000633466 0.000689674 0.000647479 0.000663333 0.000362134 0.000698809 0.000711612 0.000644262 0.000708294 0.000619906 0.000659048 0.000641138 0.000406793 0.000581152 0.000349451 0.000669684 0.000623353
internal_weight=0 673 599 2448 325 2351 1874 274 477 103 97 252 173 438 1798 320 297 222 1478 875 408 852 77 322 239 69 56 70 74 42
internal_count=3121 673 599 2448 325 2351 1874 274 477 103 97 252 173 438 1798 320 297 222 1478 875 408 852 77 322 239 69 56 70 74 42
is_linear=0
shrinkage=0.00196078


Tree=8407
num_leaves=31
num_cat=0
split_feature=1 52 3 12 2 2 14 123 0 133 13 14 16 48 0 0 14 0 1 41 12 4 4 47 13 40 15 16 16 42
split_gain=0.564819 0.135112 0.0804363 0.0559959 0.0669424 0.0448388 0.0395409 0.0405539 0.0381221 0.037837 0.0382944 0.0449912 0.0366779 0.0359893 0.0358366 0.0349183 0.0336711 0.0416699 0.0630092 0.0364443 0.0378268 0.0332232 0.0304225 0.027922 0.0273826 0.0325903 0.0273008 0.0271128 0.0368157 0.0606962
threshold=0.10124500000000002 -0.40967499999999996 0.30112000000000005 -0.010834999999999999 0.10276500000000001 0.13247500000000004 0.062655000000000016 1.0000000180025095e-35 -0.026509999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072219999999999993 0.13751500000000003 0.14505500000000002 -0.10474999999999998 -0.13843999999999998 -1.0000000180025095e-35 -0.13027499999999997 0.083135000000000014 0.077565000000000009 0.08598500000000002 0.04735000000000001 -0.55119499999999988 0.09585500000000001 -0.091054999999999983 -0.063404999999999989 -0.41396999999999995 0.042200000000000008 0.083160000000000026 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 24 8 6 7 16 23 -6 -11 -12 -7 21 15 -4 -1 18 -18 22 -21 -13 -19 -5 -3 -26 -16 -24 29 -29
right_child=1 2 14 4 9 12 -8 -9 -10 10 11 13 -14 -15 26 -17 17 19 -20 20 -22 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=0.012817098340019584 0.009309298759919829 0.0081126777277815906 0.0030535389999859037 0.011016396746540872 0.0023773857861787324 0.0035754984542210075 0.01116714792723736 0.0065758017226912532 0.005220859259134159 0.0025799777125939728 0.0099941526944509387 0.0099551252696825111 0.0088910948843113156 0.001992665028665215 0.0040673515480011708 0.0076938991308149228 0.010384613135829569 0.013002800449196781 0.0051401857135166965 0.0086968862992380901 0.0031187531631439928 0.0055145855388781502 0.0093576136982672451 0.0077393192402758788 0.0050917888050443019 0.0021683671189328796 -0.00061488476737091942 0.0018192561747994098 0.0088618362468063337 0.0083780918909280109
leaf_weight=24 102 21 50 52 31 27 89 66 28 25 34 23 25 20 20 24 36 21 63 31 20 63 1574 52 143 52 33 21 308 43
leaf_count=24 102 21 50 52 31 27 89 66 28 25 34 23 25 20 20 24 36 21 63 31 20 63 1574 52 143 52 33 21 308 43
internal_value=0 0.00591837 0.00540291 0.00593193 0.00675525 0.00903484 0.00910061 0.00901727 0.00849607 0.00558286 0.0061851 0.00682887 0.00613107 0.00581359 0.0031369 0.00455852 0.00909253 0.00905031 0.00704725 0.00914858 0.00650938 0.00670217 0.00921701 0.00937786 0.0046817 0.00431221 0.001152 0.00917615 0.00840835 0.00622597
internal_weight=0 773 671 544 328 2348 2296 2207 132 196 165 140 52 106 127 74 2141 2117 99 2018 51 86 1967 104 216 195 53 1946 372 64
internal_count=3121 773 671 544 328 2348 2296 2207 132 196 165 140 52 106 127 74 2141 2117 99 2018 51 86 1967 104 216 195 53 1946 372 64
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 1375 133 15 3 2 12 1446 13 0 4 13 0 15 2 49 2 1 475 0 3 13 0 133 159 12
split_gain=0.46007 0.119547 0.0743848 0.0503743 0.0535748 0.049672 0.039088 0.0487015 0.0486966 0.0386779 0.0355781 0.0426428 0.0321206 0.0452708 0.0320635 0.0316141 0.031591 0.0288431 0.0280831 0.0270928 0.0268692 0.0534715 0.0277037 0.0299369 0.0266107 0.0329063 0.0265209 0.030481 0.0296658 0.0269566
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.080200000000000007 -0.096099999999999977 0.087035000000000015 0.024640000000000006 -0.11171999999999999 0.092235000000000025 0.092550000000000007 0.10916500000000003 -0.093219999999999983 -0.055064999999999996 -0.50262499999999988 -0.0093149999999999986 -0.23194499999999998 -0.24436499999999997 -0.0091949999999999983 0.12497000000000001 0.088930000000000023 0.083345000000000016 -0.088274999999999978 -0.072594999999999979 -0.012304999999999998 0.05868000000000001 -0.085669999999999982 0.11269500000000002 -0.093824999999999978 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 12 -5 -4 7 8 -7 18 14 19 13 17 -3 -8 -1 -2 -10 -12 22 -22 -16 26 25 -14 27 28 -24 -28
right_child=3 10 5 4 -6 6 15 -9 9 -11 11 -13 24 -15 20 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.011708092655647886 0.0046977941348979417 0.011930342570499138 0.0011168609055775133 0.0070542172369930673 0.001413764828993451 0.0019094103678631094 0.0055164719493511847 0.0099887841833489286 0.0058898883541890733 0.0056561048180446966 0.0079531347893564575 0.0032362682674872871 0.0070107430514112562 -0.0020907947962934322 0.0058151835131866397 0.00065146409509576517 0.0076875508289252006 0.0006356303459675661 0.010237540277198722 0.0055250176309360848 0.0080798174925545124 0.0037283048694652897 0.0067084322144326421 0.012153124063983202 0.0027017850692019514 0.003278325735432604 0.0053177300359933607 0.0055809505199166864 0.0096214458138277822 0.0083717429575993433
leaf_weight=22 44 27 22 85 21 26 34 35 24 160 739 21 51 22 32 22 175 29 39 49 317 31 38 26 69 44 31 22 437 427
leaf_count=22 44 27 22 85 21 26 34 35 24 160 739 21 51 22 32 22 175 29 39 49 317 31 38 26 69 44 31 22 437 427
internal_value=0 0.00787852 0.00657283 0.00410042 0.00593677 0.00572186 0.00601983 0.00649595 0.00600499 0.0064825 0.00821073 0.00768363 0.00334887 0.00188567 0.00851796 0.00360522 0.00813655 0.00308406 0.00858129 0.00780215 0.00845026 0.00769218 0.00871069 0.00880514 0.00419645 0.00528204 0.00871399 0.00921987 0.0093884 0.00816503
internal_weight=0 2756 559 365 106 362 340 284 249 223 2197 809 259 95 1388 56 197 73 63 788 1361 348 1013 981 164 95 955 497 475 458
internal_count=3121 2756 559 365 106 362 340 284 249 223 2197 809 259 95 1388 56 197 73 63 788 1361 348 1013 981 164 95 955 497 475 458
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 1 4 2 4 2 4 1 2 2 15 475 1 15 0 12 4 3 43 2 49 48 50 4
split_gain=10.9293 1.38027 1.29402 1.01818 0.758453 0.457104 0.410095 0.389007 0.30058 0.263847 0.244743 0.255496 0.210273 0.202516 0.224881 0.208533 0.182463 0.160552 0.122664 0.111349 0.13781 0.105857 0.118537 0.117668 0.100299 0.121295 0.0890597 0.0854283 0.0819008 0.0817655
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.098630000000000009 0.088105000000000003 0.076975000000000002 0.09253500000000002 0.36766000000000004 0.14285500000000004 0.36766000000000004 0.14285500000000004 0.40473500000000007 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 -0.41396999999999995 -0.066784999999999983 0.14754500000000001 0.050935000000000008 -0.13027499999999997 0.08815000000000002 -0.50940999999999981 0.086245000000000016 -0.079914999999999986 0.11177500000000001 -0.078034999999999979 0.091635000000000008 0.086295000000000011 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 6 24 13 -4 9 -5 11 17 -7 21 15 -15 -10 -6 -18 20 -19 22 -1 -24 -3 -26 -9 -23 -11 -2
right_child=1 3 7 8 10 12 -8 26 16 28 -12 -13 -14 14 -16 -17 18 19 -20 -21 -22 27 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00084825570473585584 0.00074159354676742498 0.0002939368310914028 0.00063131319932562262 0.0004200339845400537 0.00071366563385546642 0.00061146515851829479 0.00083655275664168503 0.00044705242406811388 0.00024416594005598376 0.00013968586875641844 0.00044630799687444959 0.00046605905393853057 0.00040396705807215356 0.00050925833819986314 0.00046363056173511576 0.0006739346089304003 0.00018730270823056832 0.00044647725523115796 -1.0940151673460763e-05 0.00067371602252443044 0.00060807360116070248 0.00068307325794657759 0.00071083858203016374 0.00060440643775745543 0.00052001712485855698 0.0003679064619755246 0.00031367212200566352 0.00060266480058515106 0.00031125110135797195 0.00058504337824417398
leaf_weight=23 29 50 34 61 76 57 72 38 121 23 34 39 28 33 25 284 28 22 21 93 261 547 813 42 25 104 39 56 20 23
leaf_count=23 29 50 34 61 76 57 72 38 121 23 34 39 28 33 25 284 28 22 21 93 261 547 813 42 25 104 39 56 20 23
internal_value=0 0.000367297 0.000663644 0.000337812 0.000673139 0.000424713 0.00069141 0.000456629 0.000254083 0.000337114 0.00060719 0.00061833 0.000543113 0.000685678 0.000642672 0.000656792 0.000203287 0.000631469 0.000102341 0.000614855 0.000595511 0.000695609 0.000709347 0.00070561 0.000368489 0.000397385 0.000379496 0.000675606 0.000219484 0.00067235
internal_weight=0 590 2531 538 2420 264 1895 111 274 104 525 491 85 1823 342 317 170 452 49 376 283 1481 878 855 179 129 77 603 43 52
internal_count=3121 590 2531 538 2420 264 1895 111 274 104 525 491 85 1823 342 317 170 452 49 376 283 1481 878 855 179 129 77 603 43 52
is_linear=0
shrinkage=0.00196078


Tree=8410
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 159 2 4 42 14 0 12 1 52 2 3 47 43 52 0 16 51 52 51 16 16 16
split_gain=7.70028 0.975402 0.799576 0.657489 0.513998 0.387452 0.327626 0.292868 0.276962 0.174607 0.172091 0.166788 0.151688 0.115155 0.153144 0.105716 0.101293 0.147803 0.154806 0.096854 0.0944806 0.100078 0.0912113 0.147091 0.0899977 0.0836454 0.0662255 0.0776248 0.0629885 0.0620906
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.092845000000000025 0.13075500000000004 -0.16363499999999997 0.091545000000000015 0.082585000000000006 0.11389000000000002 0.053180000000000012 -1.0000000180025095e-35 0.076175000000000007 -0.10011499999999998 0.13597000000000004 0.16175000000000003 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 0.077555000000000013 -0.078654999999999989 0.0031350000000000002 -0.11173999999999999 -0.43320999999999993 -0.10056999999999998 -0.52606999999999993 -0.033649999999999992 -0.039889999999999988 -0.066924999999999985 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 -3 -6 12 11 19 13 -5 22 -9 28 -7 17 18 -8 24 -13 -22 23 -4 -1 -2 -26 29 -15 -28
right_child=1 5 7 8 6 15 16 10 -10 -11 -12 20 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00064246522181400536 0.00061459295368161183 0.00031160108380766041 0.00059672231851171705 0.00053770176433270273 0.00059207648528971908 0.00018957197702980526 0.00032476033175400659 0.00068651239782511336 0.00021682296613099449 0.00038452040301262697 0.00048956990737056923 0.00025694939677658324 0.00071087758003623687 0.00058749226871450139 0.00040973132498124063 4.9988827430734447e-05 0.00049335497780910527 0.00027146935395317486 0.00050618604912388838 0.00065865625854299851 0.00043393489086266724 0.00030308681952510456 0.00059989350147990621 0.0003891482820558726 0.00042962179458100677 0.00048853476360948564 0.00059407805236113837 0.0006006074829883305 0.00054868757806376381 0.00046874707860211428
leaf_weight=31 28 133 35 21 31 126 40 29 59 23 137 32 46 292 25 25 22 54 33 35 55 38 1166 21 23 73 21 54 358 55
leaf_count=31 28 133 35 21 31 126 40 29 59 23 137 32 46 292 25 25 22 54 33 35 55 38 1166 21 23 73 21 54 358 55
internal_value=0 0.000317188 0.000565935 0.000393994 0.000488024 0.000234432 0.000408678 0.000581524 0.000330197 0.000547042 0.000553152 0.000376013 0.000600342 0.000565526 0.000560328 0.000166462 0.000370522 0.000349243 0.000406775 0.000564111 0.000348849 0.00038047 0.000596181 0.000518882 0.000546126 0.000523482 0.000526607 0.000543766 0.00056612 0.000503378
internal_weight=0 590 2531 306 422 284 180 2109 205 242 841 146 1268 704 675 151 149 127 73 219 125 93 1222 56 184 101 153 130 650 76
internal_count=3121 590 2531 306 422 284 180 2109 205 242 841 146 1268 704 675 151 149 127 73 219 125 93 1222 56 184 101 153 130 650 76
is_linear=0
shrinkage=0.00196078


Tree=8411
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 4 1 2 4 2 11 13 3 1 15 47 14 52 2 3 52 0 0 148 52 4 16 3 3
split_gain=11.3244 1.48365 1.28687 1.02452 0.740023 0.455369 0.444862 0.414595 0.383447 0.31427 0.277551 0.269616 0.248073 0.214036 0.179656 0.172803 0.166314 0.16797 0.162819 0.1907 0.232724 0.157991 0.156372 0.148926 0.144864 0.138375 0.129378 0.120569 0.128153 0.103695
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.091475000000000015 -0.16363499999999997 0.12958500000000003 0.14285500000000004 0.053180000000000012 0.11389000000000002 1.0000000180025095e-35 -0.00096999999999999983 -0.065819999999999976 0.16175000000000003 1.0000000180025095e-35 0.077555000000000013 0.062655000000000016 1.0000000180025095e-35 0.10381000000000001 -0.0043399999999999992 -0.061194999999999992 -0.13027499999999997 -0.047369999999999995 -0.043434999999999994 -0.52606999999999993 0.024790000000000003 0.10994000000000002 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 11 -6 24 12 13 16 22 21 29 -9 -13 17 27 19 20 -8 -5 -4 -15 -3 -2 -14 28 -1 -7
right_child=1 7 5 8 6 9 18 14 -10 -11 -12 15 26 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061716484842535668 0.00072793709714205656 0.00019497449933957977 0.00052875582862255816 0.00029268683946139591 0.00068498552740939723 0.00074509611253581736 0.0003802381184588627 0.00021826737818776972 0.00020959199151068214 0.00056024739712672207 0.00042591082055035335 0.00070305289048440639 0.00059355875106752761 0.00063265311346501533 3.6880058583383464e-05 0.00088126167927504847 0.00078520059798065566 0.00080306911731467523 0.00058036386595129046 0.00031313987638064247 0.00059952135861309527 0.00045352947395791235 0.00069949334254845632 0.00047600455456922033 0.00036981858635583807 0.00056724865701238733 0.00040424732604117246 0.00070875941769011372 0.00046585500657725403 0.00066676686615847074
leaf_weight=93 28 22 21 59 31 74 49 131 44 139 22 35 35 70 25 52 33 20 23 55 30 39 1150 35 106 78 23 38 28 533
leaf_count=93 28 22 21 59 31 74 49 131 44 139 22 35 35 70 25 52 33 20 23 55 30 39 1150 35 106 78 23 38 28 533
internal_value=0 0.000359124 0.000660781 0.00045385 0.000561941 0.000680558 0.000470335 0.000257061 0.000371252 0.000645528 0.000635539 0.000704256 0.000416849 0.000662177 0.000189199 0.000809568 0.000657293 0.000633712 0.000427951 0.000401791 0.00046351 0.000356696 0.000696431 0.000580437 0.000339767 0.000609695 0.000518487 0.00061241 0.000582151 0.000676316
internal_weight=0 590 2531 306 422 2109 188 284 200 851 234 1258 156 712 156 87 212 179 157 134 79 98 1171 105 128 106 58 159 121 607
internal_count=3121 590 2531 306 422 2109 188 284 200 851 234 1258 156 712 156 87 212 179 157 134 79 98 1171 105 128 106 58 159 121 607
is_linear=0
shrinkage=0.00196078


Tree=8412
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 0 4 0 2 14 0 12 0 16 4 15 52 2 2 2 2 2 16 1 4 3
split_gain=5.72868 0.726059 0.639193 0.584263 0.398957 0.256093 0.243797 0.194169 0.191981 0.175583 0.149095 0.138233 0.128234 0.110375 0.102336 0.117473 0.0914049 0.141236 0.0830764 0.211941 0.0796927 0.0831353 0.0788501 0.0786003 0.0955498 0.0735627 0.0616022 0.0626639 0.0600871 0.054703
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.091545000000000015 0.23246000000000003 -0.16363499999999997 -0.067094999999999988 0.053180000000000012 -0.23194499999999998 0.092235000000000025 0.076175000000000007 -0.10011499999999998 0.13597000000000004 -0.11173999999999999 -0.43320999999999993 -0.059649999999999988 -0.03241999999999999 1.0000000180025095e-35 0.10381000000000001 0.14122000000000004 0.13754500000000003 -1.0000000180025095e-35 0.099185000000000009 -0.066924999999999985 0.081670000000000006 -0.03898999999999999 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 11 23 13 28 -6 12 14 -1 -10 16 -8 26 17 -4 25 -20 21 -14 -2 24 -3 -13 -16 29 -5 -28
right_child=1 5 6 7 8 -7 10 -9 9 -11 -12 18 20 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00063609160788343974 0.00028766023632569059 0.00016301784261971909 0.00052128226900634983 0.00056336133600839609 0.00050220462355334884 0.00034226987102617266 0.00060845335090357834 0.00033387181545914131 0.00043886411509575445 0.00020651911636449248 0.00042370031341852778 0.00055992088817773903 0.00038183675348466516 0.00062022660132449907 0.00051570790753532989 0.00035760215918223065 0.00052610435966467825 0.00031788149104217968 0.00048732094291762919 0.00028223138821253702 0.00043552599518614657 0.00024790277435522928 0.00017059168064802445 0.00013160385465793776 0.00029273637975410331 0.0004203589293448364 0.00036697441621509657 0.00051148133127966997 0.00045558369144965699 0.00046784613847541696
leaf_weight=22 192 61 35 30 35 39 29 45 63 30 137 53 28 46 292 25 1166 21 76 26 20 49 25 105 34 20 23 131 59 204
leaf_count=22 192 61 35 30 35 39 29 45 63 30 137 53 28 46 292 25 1166 21 76 26 20 49 25 105 34 20 23 131 59 204
internal_value=0 0.000280278 0.00049483 0.000337037 0.00042517 0.000196921 0.000508768 0.00043884 0.000368757 0.000344175 0.000482882 0.000489601 0.000369985 0.000525937 0.000494399 0.000489499 0.000522388 0.000445007 0.000471185 0.000435043 0.000325249 0.000296606 0.000274173 0.000168578 0.000209443 0.000521685 0.000494572 0.000477333 0.000491913 0.000457626
internal_weight=0 590 2531 351 422 239 2109 134 225 190 841 197 160 1268 704 675 1222 56 175 102 97 77 217 200 95 73 650 358 89 227
internal_count=3121 590 2531 351 422 239 2109 134 225 190 841 197 160 1268 704 675 1222 56 175 102 97 77 217 200 95 73 650 358 89 227
is_linear=0
shrinkage=0.00196078


Tree=8413
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 14 457 1 47 2 1 3 15 4 49 52 1 0 48 4 2 1 11 1 52 16 43 2 15
split_gain=11.0246 1.32592 1.23016 0.712694 0.651121 0.561155 0.434682 0.354127 0.340246 0.306143 0.298947 0.230867 0.206929 0.319881 0.196949 0.196214 0.17488 0.149443 0.193645 0.145923 0.141226 0.128697 0.122402 0.174018 0.11119 0.108841 0.136922 0.105873 0.094569 0.11663
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.10252500000000002 0.27834500000000006 0.31534000000000006 0.076175000000000007 0.048635000000000005 0.092845000000000025 0.090100000000000013 0.14285500000000004 0.11669000000000002 -0.12018999999999998 1.0000000180025095e-35 0.061775000000000004 -0.017229999999999999 0.048770000000000008 0.088770000000000016 -0.092759999999999995 0.11553500000000001 -0.0086549999999999978 0.092365000000000017 0.077845000000000011 0.080705000000000013 0.13075500000000004 0.039215000000000007 0.46043000000000006 -0.080324999999999994 0.14753000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 15 9 12 10 -4 11 20 -3 13 22 -11 -2 -7 21 -19 -16 -5 -14 -1 -24 -6 26 -22 -10 29 -13
right_child=1 5 8 7 24 16 -8 -9 27 14 -12 28 17 -15 19 -17 -18 18 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006253142444714951 0.00042691211190933829 0.00038688156148034334 0.00062002092224773292 0.00067444720704802022 0.00041682070900923482 0.00010491949234187916 0.00083582862198249247 0.00039999136774271143 0.00043641813416371643 0.00061772805391867357 0.00045766011849720015 0.00025986289775488852 0.00071147911240968008 0.00075889672823145941 0.00051894185631548985 0.00063655015032988661 0.00028260165704203439 0.00056779784736261517 0.00067968137452828112 0.00030725049084685103 0.00050132606068954743 0.00066630079124092227 0.00034736576597289663 0.00059744796332191017 0.00025666664905136209 0.00066009233305357152 0.00064646334653263278 0.00027190899975549162 0.00017510438449518481 0.00042628305507641214
leaf_weight=31 21 95 37 194 50 57 79 30 53 21 39 85 1112 35 21 94 34 74 303 31 64 310 23 20 25 65 41 21 36 20
leaf_count=31 21 95 37 194 50 57 79 30 53 21 39 85 1112 35 21 94 34 74 303 31 64 310 23 20 25 65 41 21 36 20
internal_value=0 0.000370701 0.000668337 0.000677595 0.000505571 0.000306638 0.000693303 0.000605513 0.000466496 0.000346493 0.000620812 0.000312167 0.000687402 0.000604445 0.000457463 0.000598268 0.000171306 0.000692428 0.00065772 0.000392741 0.000638293 0.00070163 0.000531393 0.000463683 0.000363436 0.000597035 0.000557999 0.000389733 0.000261828 0.000291562
internal_weight=0 590 2531 2420 190 400 1987 433 111 309 403 236 1908 109 73 115 91 1799 377 52 364 1422 74 43 75 170 105 74 141 105
internal_count=3121 590 2531 2420 190 400 1987 433 111 309 403 236 1908 109 73 115 91 1799 377 52 364 1422 74 43 75 170 105 74 141 105
is_linear=0
shrinkage=0.00196078


Tree=8414
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 14 49 0 49 1 4 150 4 40 4 0 1 1 50 3 12 15 39 133 2
split_gain=10.8455 1.84639 0.881602 0.799857 0.711293 0.573307 0.401349 0.398435 0.311418 0.308098 0.305907 0.188191 0.175488 0.326463 0.197903 0.173355 0.162264 0.145392 0.144474 0.133475 0.169351 0.127692 0.127003 0.125356 0.0989025 0.0909805 0.0861681 0.0917476 0.0808858 0.0803192
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.14122000000000004 0.062655000000000016 -0.054984999999999992 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0082450000000000006 1.0000000180025095e-35 -0.15464999999999998 -0.077714999999999992 -0.55119499999999988 -0.07929499999999999 0.13436000000000001 0.13075500000000004 0.041865000000000006 -0.12711499999999995 0.095780000000000018 -0.41942499999999994 0.08733500000000001 -1.0000000180025095e-35 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 10 18 -8 -4 16 12 -2 13 14 -1 19 25 -9 -3 -14 -21 -19 28 26 -22 -7 -6 -28 -5 -16
right_child=1 4 8 22 23 9 7 17 -10 -11 -12 -13 15 -15 29 -17 -18 21 -20 20 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00064140692379810384 0.00042735278287438797 0.00029737670288182232 0.00060685012428328443 0.00030278006067197379 0.00018159823115610285 0.00064144628305061186 0.00051635382696986194 0.00048470599686398225 0.00037399913682035672 0.00042062142782807633 0.00078050368149956922 0.00062084055723469404 0.00081495526298334324 0.00075358528814284626 0.00054002953328046149 0.00058402982575546381 0.00045237695702237323 0.00033067725447548271 0.00014511319092821843 0.00067674303281694962 0.00053068518116861497 0.00018420005856548856 0.00022862714560652225 0.00026336367371454771 0.00063964777558332068 0.00058000815838013954 -4.2446155358305979e-05 0.00013269095517653661 0.00045217584253464684 0.00040525277494318622
leaf_weight=44 23 46 34 22 29 180 54 20 63 41 79 121 23 36 34 104 27 150 50 1146 35 27 24 23 377 191 23 23 38 34
leaf_count=44 23 46 34 22 29 180 54 20 63 41 79 121 23 36 34 104 27 150 50 1146 35 27 24 23 377 191 23 23 38 34
internal_value=0 0.000357754 0.000638807 0.000501236 0.000284239 0.000646365 0.0003259 0.00036714 0.000455617 0.000582464 0.000661037 0.000589936 0.000655888 0.000591153 0.000538942 0.000661574 0.000599136 0.000326239 0.000218073 0.000666675 0.000664486 0.000308333 0.000349177 0.000136728 0.000630391 0.000609816 9.78931e-05 4.51224e-05 0.000397397 0.000472641
internal_weight=0 673 2448 228 445 2351 347 251 97 439 1912 144 1833 148 112 1685 398 197 96 1581 1558 177 84 98 412 371 75 46 60 68
internal_count=3121 673 2448 228 445 2351 347 251 97 439 1912 144 1833 148 112 1685 398 197 96 1581 1558 177 84 98 412 371 75 46 60 68
is_linear=0
shrinkage=0.00196078


Tree=8415
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 2 2 14 0 4 0 2 457 4 15 0 16 0 0 4 13 4 52 2 133
split_gain=15.9956 2.00927 1.77736 1.16134 1.00737 0.696929 0.593985 0.505443 0.467553 0.458703 0.380989 0.364891 0.325086 0.31631 0.310146 0.304092 0.317979 0.204896 0.167827 0.276354 0.161684 0.183855 0.139787 0.135425 0.133867 0.125577 0.12281 0.112536 0.103477 0.258561
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.091475000000000015 -0.17966999999999997 0.40124500000000002 -0.061854999999999993 0.13501500000000002 0.17025000000000004 0.076175000000000007 -0.23194499999999998 -0.0086549999999999978 -0.068189999999999987 0.10444500000000002 0.045365000000000009 -0.064054999999999987 -0.03241999999999999 -0.11173999999999999 -0.43320999999999993 -0.090644999999999989 0.13134000000000004 -0.0070899999999999991 -0.004174999999999999 0.26790000000000008 0.12354000000000001 0.10803500000000001 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 13 11 12 -6 24 -7 14 25 20 -1 22 16 17 -9 23 -20 21 -4 -8 -15 -5 27 -16 -3 29 -2
right_child=1 5 6 8 7 9 10 15 -10 -11 -12 -13 -14 18 26 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008963245121552982 0.00059108489138238562 0.00013399334647236209 0.0007168031799025228 0.00073517047675470965 0.00071518969811041992 0.00022603958917012865 0.00081957219393445234 0.00062446832427650472 0.00037488612101398822 0.00053080748993692155 0.00047433897528253608 1.067003887861281e-06 0.00090060667130851581 0.00077590529532993533 0.00063405630784831891 0.00028009414401541905 0.00036626587734583509 0.00044585701793337107 0.00065664009366980282 0.00042570354856588568 0.00073765716492733922 0.00048473351465470313 0.00069657139868793303 0.00059129792446546161 0.0005847515467724769 0.00027825308340843229 0.00047682480022213816 0.00029581910063165661 0.00031517935062455815 0.00029693844517829544
leaf_weight=22 20 95 35 46 31 39 38 58 29 37 36 46 46 50 211 35 58 43 76 27 1156 21 545 22 45 52 21 20 134 27
leaf_count=22 20 95 35 46 31 39 38 58 29 37 36 46 46 50 211 35 58 43 76 27 1156 21 545 22 45 52 21 20 134 27
internal_value=0 0.000329993 0.000688506 0.000442114 0.000572346 0.000213216 0.000711749 0.000482705 0.000591695 0.000374413 0.00067174 0.000155699 0.000738813 0.000674729 0.000680459 0.000445555 0.000481978 0.000548426 0.000646871 0.000596103 0.000732673 0.000629777 0.000704589 0.000719497 0.000660787 0.000198293 0.000619824 0.000162137 0.000342945 0.000422107
internal_weight=0 590 2531 301 422 289 2109 225 120 76 851 213 1258 197 815 194 159 101 175 103 1212 56 583 72 91 167 232 115 181 47
internal_count=3121 590 2531 301 422 289 2109 225 120 76 851 213 1258 197 815 194 159 101 175 103 1212 56 583 72 91 167 232 115 181 47
is_linear=0
shrinkage=0.00196078


Tree=8416
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 1 4 4 2 2 4 4 150 0 16 0 156 475 0 16 1 48 4 15 43 2 49 157
split_gain=17.636 2.11515 1.8573 1.31779 1.16451 0.708468 0.513064 0.511289 0.458842 0.433122 0.417186 0.314549 0.355811 0.249368 0.313817 0.263261 0.241203 0.233383 0.227734 0.213941 0.189133 0.177172 0.154537 0.152647 0.152133 0.137528 0.133573 0.279775 0.108606 0.10826
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12865500000000005 0.076175000000000007 0.092845000000000025 0.40124500000000002 0.36766000000000004 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.040964999999999994 -0.079119999999999982 -1.0000000180025095e-35 -0.066784999999999983 -0.14832499999999996 -0.059624999999999991 0.104035 0.092065000000000022 -0.0070899999999999991 -0.41942499999999994 -0.079914999999999986 0.11177500000000001 -0.078034999999999979 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 6 11 13 -4 24 10 19 12 -3 15 20 -1 -7 29 -19 -6 -15 -22 -21 -20 -5 -13 -2 -28 -9 -17
right_child=1 5 7 8 9 16 -8 28 -10 -11 -12 25 -14 14 -16 17 -18 18 23 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00069097400932165739 0.00032717044677297658 0.00045650460337306938 0.00072183193087135605 0.00082731382875288022 0.0008423412023187371 0.00035588793499163944 0.0009714446815789914 0.00051882763390614537 0.00046479274960205795 0.00049043622485456619 0.00053444540133456588 0.00024893026034953291 0.00023830511961443803 0.00094789469720714002 0.00053869285973190677 0.00069628092699469419 0.00062848044275608174 0.00096777472279819783 0.0007798708019090846 0.00073283775853454363 0.00079375283365461019 0.00065672918437500159 0.00056299657316848562 0.00060417708886020328 0.00066696072910346236 9.6933375009232098e-05 0.00062102372823309162 0.00040021039737630099 0.00036837286365023206 0.0008383673445261664
leaf_weight=62 49 40 37 46 68 24 77 35 29 33 41 37 102 21 25 21 26 24 385 323 115 53 22 20 45 60 28 104 39 1130
leaf_count=62 49 40 37 46 68 24 77 35 29 33 41 37 102 21 25 21 26 24 385 323 115 53 22 20 45 60 28 104 39 1130
internal_value=0 0.000405197 0.000781644 0.000520234 0.00079302 0.000285382 0.00081461 0.000533633 0.000679572 0.000707327 0.000723092 0.000240978 0.00029977 0.000808103 0.000745146 0.000816308 0.000497636 0.000821226 0.000782192 0.00074182 0.000772455 0.000750525 0.000722007 0.000771195 0.000748018 0.000154912 0.000414596 0.00044705 0.000439534 0.000835775
internal_weight=0 590 2531 301 2420 289 1933 111 120 487 454 239 142 1856 214 1642 50 1580 429 413 189 168 345 405 91 97 181 132 74 1151
internal_count=3121 590 2531 301 2420 289 1933 111 120 487 454 239 142 1856 214 1642 50 1580 429 413 189 168 345 405 91 97 181 132 74 1151
is_linear=0
shrinkage=0.00196078


Tree=8417
num_leaves=31
num_cat=0
split_feature=1 4 124 155 2 2 376 1 42 14 15 13 43 2 475 52 16 13 16 0 16 0 483 1456 3 15 160 1375 480 11
split_gain=0.919432 0.143543 0.107412 0.083716 0.0722698 0.0661457 0.0753158 0.0658382 0.057688 0.0518765 0.0395001 0.0565451 0.0372345 0.0364319 0.0362057 0.0510373 0.0621085 0.0548514 0.044431 0.0351628 0.0311872 0.0297966 0.0320429 0.0296084 0.0317249 0.0664896 0.0814947 0.0315475 0.033615 0.0294823
threshold=0.10752500000000002 0.27287000000000006 -0.076779999999999987 0.10158500000000002 0.10045500000000002 0.10803500000000001 0.080200000000000007 0.13075500000000004 -0.0060199999999999993 0.076975000000000002 -0.016799999999999995 -1.0000000180025095e-35 -0.080324999999999994 0.14285500000000004 -0.06562999999999998 0.039215000000000007 0.51222500000000004 -0.070999999999999994 -0.080509999999999984 0.024095000000000002 -0.087874999999999981 -0.036484999999999997 0.093585000000000015 0.079435000000000019 -0.12018999999999998 1.0000000180025095e-35 -0.020569999999999995 0.084145000000000011 0.086995000000000017 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 5 9 6 -2 -3 -1 23 11 20 -10 14 -6 16 17 -16 -17 21 -7 22 -9 24 25 26 -4 28 -25 -11
right_child=1 7 4 -5 13 10 -8 19 12 29 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.010556444547893036 0.0098418545153584683 0.0061277750460488429 0.0027450128870371445 0.012944144007956815 0.011871529701683257 0.0077759924801424716 0.0039476526720035408 0.0022512377921306967 0.00751925491198313 0.010498210710837791 0.0028410607042085186 0.010028614493256267 0.0028693246538750829 0.0066308302960048126 0.010317428716782319 0.012938383232491713 0.011205427271661239 0.0062212947545886308 0.0094694635112925127 -0.00026948602602575332 0.0034256377671327862 0.0073100352927576752 0.006699970118352213 0.013726126444771104 0.010799607877020103 0.012791198722472223 0.010182292232125559 0.0084799292630382949 0.01050143492674189 0.014785528543211943
leaf_weight=42 110 133 26 27 72 26 27 85 51 23 38 33 26 39 46 60 59 113 96 26 45 20 20 95 1597 29 34 21 49 53
leaf_count=42 110 133 26 27 72 26 27 85 51 23 38 33 26 39 46 60 59 113 96 26 45 20 20 95 1597 29 34 21 49 53
internal_value=0 0.00612451 0.0105081 0.00762718 0.0106528 0.00711263 0.00868022 0.00450543 0.00757525 0.0109275 0.00560024 0.0066084 0.00594915 0.00956176 0.00981805 0.00942273 0.00843453 0.00740634 0.0108037 0.00307648 0.00501873 0.00377244 0.00309862 0.0108223 0.0106972 0.0088597 0.00695947 0.0121008 0.0126288 0.0134881
internal_weight=0 590 2531 306 2412 279 137 284 119 1927 142 104 77 485 446 374 218 159 156 151 71 125 105 1851 1686 89 60 165 144 76
internal_count=3121 590 2531 306 2412 279 137 284 119 1927 142 104 77 485 446 374 218 159 156 151 71 125 105 1851 1686 89 60 165 144 76
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 14 10 12 2 2 2 2 15 0 47 4 49 0 2 42 3 0 402 13 2 49 43 15
split_gain=0.749174 0.162865 0.0767909 0.073323 0.0717657 0.0625624 0.0585729 0.0475324 0.0421363 0.0377564 0.0367191 0.0479826 0.0788123 0.0361364 0.0330185 0.0323126 0.0725176 0.0475948 0.0402712 0.0347958 0.0478055 0.0374091 0.0691271 0.0606501 0.0563702 0.0343223 0.032275 0.0307944 0.0305972 0.0305506
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.094835000000000017 0.41257000000000005 0.062655000000000016 -0.062879999999999978 -0.029094999999999999 0.13712500000000002 -1.0000000180025095e-35 0.10381000000000001 0.13754500000000003 -1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.0045450000000000013 -0.009244999999999998 -0.076899999999999982 -0.0091949999999999983 0.085465000000000013 -0.084074999999999997 -0.071719999999999992 -0.088189999999999991 -0.068269999999999983 0.091265000000000013 -0.073374999999999982 -0.078139999999999973 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 10 5 7 -2 15 -4 14 11 -3 -13 -11 -7 16 17 18 -1 -17 -21 26 -23 25 -25 -24 -22 -14 -29 -8
right_child=1 2 8 -5 -6 9 29 -9 -10 13 -12 12 27 -15 -16 19 -18 -19 -20 20 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0072130020641322651 0.0089446701793514712 0.003532126167335229 -0.0016460384153539225 0.011350671988911928 0.0038731510115956724 0.0079920035991173279 0.0072783456397922455 0.012436815462489096 0.0034004424818051167 0.0092644439120436392 0.0030925452586224068 0.010416656240122394 0.0082734553347108882 0.0060306313818531444 0.0034198509444567289 0.01013387232847043 0.01342807850312619 0.0094355753296986242 0.0013377887563547121 0.0043924547689543529 0.011952192824238036 0.0031668294383131942 0.0089449067107018315 0.0088930013106652984 0.015897496649995447 0.0038030420563050678 0.0081408088913921157 0.0018794267812544214 0.0055854553524447492 0.0028543274156550913
leaf_weight=28 176 79 21 20 22 56 37 72 78 523 71 40 32 37 22 1314 21 40 20 22 68 23 34 27 20 21 33 28 109 27
leaf_count=28 176 79 21 20 22 56 37 72 78 523 71 40 32 37 22 1314 21 40 20 22 68 23 34 27 20 21 33 28 109 27
internal_value=0 0.00587712 0.00480993 0.00545772 0.0095584 0.00961094 0.00800261 0.00992106 0.00232998 0.00876368 0.00512943 0.00563157 0.00642515 0.00905078 0.00670242 0.00981266 0.008148 0.00688799 0.004765 0.00992883 0.00884241 0.0092756 0.00811911 0.0092358 0.0118736 0.00698165 0.0107069 0.00548041 0.00482802 0.00541196
internal_weight=0 718 478 379 2403 2381 240 1743 99 638 359 288 209 560 78 1671 109 88 48 1562 248 226 125 102 47 55 101 169 137 64
internal_count=3121 718 478 379 2403 2381 240 1743 99 638 359 288 209 560 78 1671 109 88 48 1562 248 226 125 102 47 55 101 169 137 64
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 4 14 4 2 0 16 2 1 3 0 15 0 4 15 150 15 0 150 159 2 4 1 2
split_gain=12.6975 1.56724 1.40776 0.91776 0.827078 0.596572 0.44417 0.427094 0.391454 0.389434 0.341033 0.314469 0.298924 0.232378 0.220972 0.20951 0.241487 0.196817 0.174248 0.151417 0.22242 0.146665 0.119328 0.112261 0.104861 0.116113 0.190895 0.0975043 0.0927095 0.246718
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.40124500000000002 0.27834500000000006 0.076175000000000007 -0.17966999999999997 0.092365000000000017 -0.23194499999999998 -0.040964999999999994 0.14838000000000004 0.10124500000000002 -0.14847999999999997 -0.030209999999999997 1.0000000180025095e-35 -0.071339999999999987 -0.064054999999999987 -0.03241999999999999 0.091105000000000005 -0.40580499999999992 0.056435000000000006 0.084680000000000019 0.076905000000000015 0.11237500000000002 -0.0070899999999999991 0.077845000000000011 0.081135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 11 13 27 8 10 -6 28 -1 -7 17 18 -12 -17 -3 21 23 -21 -11 -15 -13 25 26 -2 -5 -4 -30
right_child=1 5 7 6 9 12 -8 -9 -10 14 15 19 -14 22 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00083174126724083373 0.00055155584558764874 0.00015854542537653113 0.00066781415434399795 0.00066479916373888648 0.00064086569337660864 0.00024025777095888019 0.00032265688581713313 0.00036385324770579487 0.00079709591730673139 0.00054264381521548961 0.00070282325096407525 0.00070504440563399584 0.00048835720342323315 0.0001460135532282979 0.0003292507197892652 0.00060207850802289353 0.00046041345281790693 0.00035080670353536511 0.00029724755123549816 0.00058910234209430719 0.00038192280596588819 0.00035194501481658106 -1.1547745195026993e-05 0.00053899105247634147 0.00024903266058376461 0.00027868903683130465 0.00032699295549793188 0.00053642509971828505 0.00064360386920555765 0.00042072432042629111
leaf_weight=22 22 113 964 46 31 43 29 21 63 69 70 49 33 33 85 498 51 25 20 76 27 20 42 23 64 52 43 45 422 20
leaf_count=22 22 113 964 46 31 43 29 21 63 69 70 49 33 33 85 498 51 25 20 76 27 20 42 23 64 52 43 45 422 20
internal_value=0 0.000301979 0.000621401 0.000401003 0.000518022 0.000198845 0.000533975 0.000642086 0.000644885 0.000436797 0.000640149 0.000610792 0.000347985 0.00014563 0.000404189 0.000601799 0.000588918 0.000193375 0.000462626 0.000583015 0.000534793 0.00049979 5.77792e-05 0.000652 0.000312844 0.00034775 0.000402999 0.000601317 0.000657033 0.000633519
internal_weight=0 590 2531 301 422 289 120 2109 2088 225 2025 197 76 213 194 619 549 138 109 175 103 89 75 72 181 117 65 91 1406 442
internal_count=3121 590 2531 301 422 289 120 2109 2088 225 2025 197 76 213 194 619 549 138 109 175 103 89 75 72 181 117 65 91 1406 442
is_linear=0
shrinkage=0.00196078


Tree=8420
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 2 2 0 15 1 1 4 150 0 156 39 47 3 3 13 0 4 4 50 12
split_gain=12.1799 1.99514 1.17494 1.01148 0.808219 0.570295 0.431871 0.335461 0.331571 0.28801 0.2839 0.267989 0.222573 0.350055 0.195374 0.180271 0.177213 0.170698 0.16651 0.152139 0.133848 0.128895 0.111906 0.111488 0.104998 0.0940411 0.0846593 0.0815309 0.0814416 0.0791984
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.092845000000000025 0.27287000000000006 0.14285500000000004 0.14285500000000004 0.11474000000000002 -0.10607499999999999 -0.10653 0.085605000000000014 0.15471500000000002 0.0061450000000000003 1.0000000180025095e-35 -0.079119999999999982 -1.0000000180025095e-35 0.087690000000000004 0.090100000000000013 -0.12711499999999995 -0.13927999999999999 -1.0000000180025095e-35 -0.13843999999999998 -0.0070899999999999991 -0.036839999999999991 0.08461500000000001 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 21 6 12 -5 9 20 17 26 13 -1 25 24 18 23 -14 -20 -4 -3 -21 -7 -10 -15 -6 -2 -11 -25
right_child=1 2 8 7 11 10 -8 -9 15 28 -12 -13 16 14 -16 -17 -18 -19 19 22 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00077160027928721868 0.00074077726579179957 0.00034894613270079815 0.00051849867993881949 0.00064040351822917019 0.00074233269157195959 0.00073868914976819714 0.00085806822552277453 0.00040301466881894059 0.00021092849452191922 0.00014383113418445126 0.00047704027380369128 0.00039886163511112626 0.00073110709763783341 0.0007440116818603652 0.00047661489305123337 8.2357079860250829e-05 0.0006375399492216195 0.00050887311985290122 0.00084728431356609921 0.00057181892409303861 0.00032724718018465373 0.00048165443810992343 0.00068667144370161888 0.00065850844320468251 0.00034038847115581202 0.00057028146058905351 0.00059634751747218826 0.00060174480031907943 0.00031671372639453587 0.00056134697277107008
leaf_weight=47 50 191 34 37 21 62 76 60 108 22 39 24 1141 23 48 35 110 30 21 36 24 33 347 310 31 25 56 24 20 36
leaf_count=47 50 191 34 37 21 62 76 60 108 22 39 24 1141 23 48 35 110 30 21 36 24 33 347 310 31 25 56 24 20 36
internal_value=0 0.000391943 0.000354419 0.000689785 0.000434155 0.00069788 0.000713288 0.000493565 0.00025984 0.000349814 0.000637349 0.000579774 0.000707168 0.000632951 0.000565071 0.000208131 0.000713581 0.000651623 0.000718995 0.000684786 0.00043936 0.000368497 0.000675876 0.00066212 0.000239801 0.000653527 0.000636162 0.000695686 0.000226156 0.000648399
internal_weight=0 673 599 2448 325 2351 1874 97 274 100 477 101 1798 143 96 174 1655 438 1545 404 58 224 383 408 139 48 77 74 42 346
internal_count=3121 673 599 2448 325 2351 1874 97 274 100 477 101 1798 143 96 174 1655 438 1545 404 58 224 383 408 139 48 77 74 42 346
is_linear=0
shrinkage=0.00196078


Tree=8421
num_leaves=31
num_cat=0
split_feature=1 4 12 15 1 150 1 2 4 2 4 15 148 0 3 3 12 0 0 1213 1213 2 3 0 0 52 157 2 48 0
split_gain=0.762434 0.10919 0.0981583 0.0893016 0.0790359 0.0771106 0.0486077 0.0462604 0.0442706 0.0432839 0.0409434 0.0648491 0.0393438 0.0342647 0.0473025 0.0348968 0.0339949 0.0296286 0.0295739 0.0290692 0.0377365 0.0289674 0.0503182 0.0517488 0.0268598 0.0271198 0.0308047 0.0369177 0.0365392 0.0472168
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.092845000000000025 0.084680000000000019 0.13075500000000004 0.14285500000000004 0.053180000000000012 0.11389000000000002 -0.16363499999999997 -0.018314999999999994 -1.0000000180025095e-35 -0.084044999999999995 -0.045649999999999989 -0.15447499999999995 0.13597000000000004 -0.067094999999999988 0.024095000000000002 0.104315 0.087735000000000021 0.088555000000000009 -0.072894999999999988 -0.095504999999999993 0.13134000000000004 -0.56176499999999996 -0.081889999999999991 0.088300000000000003 0.093265000000000015 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 9 7 12 -2 13 -1 -6 17 -3 15 16 -4 24 -12 -8 20 21 -17 23 -23 25 -15 27 -27 -28 -30
right_child=1 6 8 -5 10 -7 18 -9 -10 -11 11 -13 -14 14 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0092255986409101095 0.0083065691912848055 0.0012206288985908032 0.013264492491411196 0.012048476662797233 0.010205781459226274 0.0040464869271623106 0.0032488914998713885 0.0038507080300607616 0.0083455954122555968 0.0044497686837400704 0.0068372317855705514 7.9558915458619595e-05 0.0060636608451694399 0.011957005239741574 0.0045828826201613996 0.010463229446242478 0.0055089895602404362 0.0030417572967708115 -0.00045792560715479061 0.0074237520953542302 0.014438369618507014 0.0033461334738170822 0.012118512560199532 0.0088708797867928461 0.013112944648379372 0.0037130594393238424 0.0096805518709832568 0.0088766647855744747 0.010102455241139979 0.0033133027831181178
leaf_weight=197 170 20 37 48 20 82 125 27 247 21 116 20 104 43 20 559 21 25 26 38 21 21 36 88 21 20 862 45 20 21
leaf_count=197 170 20 37 48 20 82 125 27 247 21 116 20 104 43 20 559 21 25 26 38 21 21 36 88 21 20 862 45 20 21
internal_value=0 0.00522949 0.00932002 0.00797334 0.0074831 0.00662329 0.00381541 0.00769587 0.00960397 0.00876554 0.00593851 0.00540841 0.00528253 0.00976992 0.0094006 0.0102653 0.00949211 0.00616428 0.00261063 0.0101198 0.0102611 0.0101365 0.00887705 0.00780648 0.00957316 0.00949963 0.00939047 0.00728786 0.00954182 0.00662508
internal_weight=0 554 2567 447 399 279 275 197 2120 218 181 161 124 1873 1073 800 1053 141 151 763 725 704 145 109 1032 1011 968 65 903 41
internal_count=3121 554 2567 447 399 279 275 197 2120 218 181 161 124 1873 1073 800 1053 141 151 763 725 704 145 109 1032 1011 968 65 903 41
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 14 2 1 150 1 2 1 2 50 39 16 12 4 0 12 4 11 49 2 160 47 4
split_gain=17.3304 2.70729 1.76132 1.51358 1.03018 0.746455 0.663652 0.59659 0.58147 0.557018 0.457223 0.274091 0.273154 0.375036 0.235878 0.217176 0.203259 0.181401 0.175479 0.173597 0.278512 0.152527 0.145958 0.145523 0.137739 0.137634 0.123568 0.164741 0.120176 0.1066
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.27287000000000006 0.14285500000000004 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.09253500000000002 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.15471500000000002 -1.0000000180025095e-35 0.086295000000000011 0.087690000000000004 0.10246000000000001 0.09141500000000001 -0.51843499999999987 -0.060129999999999996 0.11734000000000001 -0.0070899999999999991 1.0000000180025095e-35 -0.053364999999999996 0.13754500000000003 -0.067824999999999983 0.078345000000000012 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 8 6 17 23 12 11 -5 22 19 15 26 -14 -8 -3 28 20 -1 29 24 -4 -6 -12 27 -7 -2 -21
right_child=1 5 7 10 9 14 16 -9 -10 -11 25 -13 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011346900691282626 0.00047160301210873612 0.00067376303123244151 0.00090474810498533502 0.00080825464784961532 0.0008245106519559947 0.0005230168771802211 0.00016799241933417456 0.00054366045549292773 0.0010636441597966834 0.00056903738062126421 0.00061075240717352189 0.00063269182988685954 0.00069089089194182259 0.00059497082480511299 0.00014311340666201268 0.00087253686914401396 0.00043827031081651938 0.00047656222252254551 0.00068466186523437496 0.00089587327250368113 0.00090680307518046913 0.0007311963010579348 0.00071115642939804751 0.00076769266113545156 0.00093916948862494509 0.00042687657303690024 0.00024369553017730759 0.00032154822334862199 0.0006007225536567005 0.0008110049536187502
leaf_weight=21 173 47 68 34 324 20 23 32 76 39 34 30 28 23 35 263 20 29 20 218 1136 32 38 53 46 29 49 71 33 77
leaf_count=21 173 47 68 34 324 20 23 32 76 39 34 30 28 23 35 263 20 29 20 218 1136 32 38 53 46 29 49 71 33 77
internal_value=0 0.000509761 0.000619293 0.000865038 0.000874941 0.00036856 0.000488373 0.00078175 0.000895649 0.000793586 0.000625007 0.00081358 0.000888548 0.000836008 0.000287087 0.000855059 0.000293703 0.000598515 0.000509312 0.000899665 0.000910939 0.000859774 0.00082688 0.000844716 0.000838766 0.000526111 0.000323081 0.000365827 0.000492287 0.000873721
internal_weight=0 673 379 2448 2351 294 119 153 1874 477 97 438 1798 314 175 291 43 76 226 1484 1157 327 408 121 370 63 140 91 206 295
internal_count=3121 673 379 2448 2351 294 119 153 1874 477 97 438 1798 314 175 291 43 76 226 1484 1157 327 408 121 370 63 140 91 206 295
is_linear=0
shrinkage=0.00196078


Tree=8423
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 159 2 2 2 4 1 2 4 1 132 2 12 0 15 3 47 2 0 14 16 48 1
split_gain=14.4699 2.26412 1.52123 1.27291 0.818514 0.771996 0.47552 0.412235 0.410419 0.405185 0.328691 0.298158 0.296181 0.268783 0.351672 0.185197 0.266272 0.144203 0.133322 0.121776 0.128835 0.287041 0.120708 0.119897 0.117597 0.110657 0.103575 0.114765 0.145569 0.128959
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.077845000000000011 -1.0000000180025095e-35 0.14285500000000004 0.11474000000000002 0.14753000000000002 0.40945500000000007 0.089625000000000024 0.090050000000000005 -0.013125 0.099400000000000002 0.08764000000000001 -1.0000000180025095e-35 0.08815000000000002 -0.11173999999999999 -0.12255999999999999 0.0068900000000000012 0.090100000000000013 0.31358000000000003 -0.14832499999999996 -0.46166999999999997 -0.42170999999999997 0.081805000000000017 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 13 -5 -4 15 -6 12 22 19 18 -7 -17 24 -15 20 21 -1 -10 26 -13 -23 -3 29 -29 -28
right_child=1 2 8 7 10 9 -8 -9 11 -11 -12 17 -14 14 -16 16 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00089038426524339499 0.00072599179217533645 0.00048242809073957381 0.00048920320709366601 0.00070759520268573808 0.000662004516792261 0.00072420386273956076 0.00090598554895389189 0.00042550719784141067 0.00029272018417586537 0.00047419737383457298 0.00040702201330508939 0.00014903466478127108 0.00022208653705196331 0.00058588635656429597 0.00046784246958232197 0.00066574130332879857 0.00043863727015554374 0.00028346456886450892 0.00072808019312102436 0.00073735845895045037 0.00078085821057103722 0.00068829782100903532 0.00048393762506106322 0.00049718488076263493 -2.88656662565236e-05 0.00050449072584217674 0.00048885803272879559 0.00020306249991926988 0.00035965951201794683 0.00029343435202962628
leaf_weight=21 74 26 26 28 77 213 76 69 22 39 26 50 105 28 24 203 22 21 268 603 800 34 30 32 20 20 37 33 74 20
leaf_count=21 74 26 26 28 77 213 76 69 22 39 26 50 105 28 24 203 22 21 268 603 800 34 30 32 20 20 37 33 74 20
internal_value=0 0.000402421 0.000362447 0.000727057 0.000453176 0.000736139 0.000754065 0.000506935 0.00025483 0.000665712 0.00059764 0.000230259 0.000282019 0.000747643 0.00069612 0.000682765 0.000643536 0.000140958 0.000714629 0.000758798 0.000773573 0.000695867 0.000403038 0.00038615 9.8206e-05 0.000620221 0.00036745 0.000349221 0.000311363 0.000420288
internal_weight=0 673 599 2448 325 2351 1874 97 274 477 103 248 157 1798 320 438 225 91 296 1478 875 75 52 222 70 54 190 164 107 57
internal_count=3121 673 599 2448 325 2351 1874 97 274 477 103 248 157 1798 320 438 225 91 296 1478 875 75 52 222 70 54 190 164 107 57
is_linear=0
shrinkage=0.00196078


Tree=8424
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 2 3 3 14 15 15 42 52 13 39 15 123 2 1 2 43 0 3 51 11 16 12 15 51 2
split_gain=0.800829 0.176804 0.0765343 0.0739322 0.0643946 0.0636914 0.0631578 0.058306 0.053126 0.0447128 0.0431243 0.0425432 0.040969 0.0399667 0.0431549 0.0397493 0.0366723 0.0372207 0.0333873 0.0722013 0.0449 0.0893749 0.0382472 0.0331794 0.032835 0.0298772 0.0293066 0.0290015 0.0528412 0.04439
threshold=0.10337500000000001 -0.066704999999999987 0.31370500000000007 0.40124500000000002 0.12198500000000001 0.095545000000000005 0.076840000000000006 0.11658 0.076975000000000002 -0.41942499999999994 -0.018314999999999994 -0.027559999999999998 0.056145000000000007 -0.0075049999999999987 0.096625000000000016 -0.41942499999999994 1.0000000180025095e-35 0.14285500000000004 0.077565000000000009 0.089775000000000008 -0.08231999999999999 -0.067094999999999988 -0.081234999999999988 0.11984500000000002 0.096215000000000009 -0.059624999999999991 0.095780000000000018 -0.067579999999999987 0.045645000000000005 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 9 8 11 -8 18 -2 25 -3 -4 14 -13 -6 17 26 23 20 21 22 -20 -1 -11 -9 27 -7 29 -29
right_child=1 2 12 -5 15 16 7 10 -10 24 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010228732254352599 0.0049807377723762054 0.0077279637480387464 0.0009366214684145952 0.0038263848009095951 0.0078074731509245572 0.0087036406230882012 0.010082618608464336 0.0056585434679712714 0.012632794541792131 0.0088891653707934802 0.0018805001070216786 0.0058228233709267463 0.0052462706771621015 0.0014741332058932771 0.0021809329692284037 0.0018500857700322134 0.00583953196881339 0.0059912382941454271 0.010154390138263504 0.0050027369325490378 0.010009176470112147 0.0020448531405153603 0.0052326813805848365 0.0063071416860277013 0.013039003901014274 0.010140715744346381 0.0084333347960012135 0.0080189651426034753 0.014922720319233264 0.011721718062957128
leaf_weight=1116 26 32 71 22 21 113 43 58 71 143 23 101 32 54 48 24 40 39 75 38 410 22 20 22 22 20 259 61 26 69
leaf_count=1116 26 32 71 22 21 113 43 58 71 143 23 101 32 54 48 24 40 39 75 38 410 22 20 22 22 20 259 61 26 69
internal_value=0 0.00579074 0.0046927 0.00959682 0.00803333 0.00965013 0.00534961 0.00699871 0.00995267 0.00883512 0.00568576 0.0043391 0.00227554 0.00380489 0.0046496 0.0046302 0.00876595 0.0089724 0.00984093 0.00921254 0.00951609 0.0077882 0.00911824 0.0101529 0.00944248 0.00680782 0.0091926 0.00992363 0.0108073 0.00998427
internal_weight=0 718 482 2403 236 2381 379 144 1774 191 101 235 103 203 149 45 607 567 1703 565 527 117 95 1138 165 78 528 269 156 130
internal_count=3121 718 482 2403 236 2381 379 144 1774 191 101 235 103 203 149 45 607 567 1703 565 527 117 95 1138 165 78 528 269 156 130
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 4 2 4 2 15 1 0 1 47 52 50 52 42 16 1 14 48 49 4 49 41
split_gain=15.0176 2.47266 1.50709 1.31585 0.926577 0.681042 0.491958 0.452746 0.445671 0.398613 0.383078 0.364579 0.302943 0.207038 0.167335 0.151888 0.142345 0.141133 0.138359 0.128789 0.115312 0.0924839 0.084672 0.115557 0.0895104 0.146762 0.0844941 0.0843515 0.0818334 0.10251
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.40945500000000007 0.14285500000000004 0.27834500000000006 0.089885000000000007 -0.41396999999999995 0.091195000000000012 -0.23051499999999997 0.14326500000000003 0.090100000000000013 -0.56176499999999996 0.086295000000000011 -0.16675999999999999 0.092620000000000022 -0.42170999999999997 0.11323000000000001 -0.46166999999999997 0.081805000000000017 -0.053364999999999996 -0.036839999999999991 0.097940000000000013 0.085095000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 17 6 7 12 -5 10 -4 -6 14 21 -1 -14 -15 22 -17 -12 -9 -11 23 -3 -24 -26 -10 -2 29 -20
right_child=1 2 9 8 11 -7 -8 20 26 13 19 -13 15 16 -16 18 -18 -19 28 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00089958727171175919 0.00091313918548471785 0.0006273951107526527 0.00057141347552762422 0.00081696657779720008 0.0008132550870704867 0.00063792425329535225 0.00059464142773470847 0.00088705741891673964 0.00060472837729850029 0.00040132254671142468 0.00025306340308301671 0.00056518151767491747 0.00068543873860707981 0.00031614961310624058 0.00084042413156884663 0.00095271251300321422 9.8001096002243047e-05 0.00062681614174781475 0.00085609987123380898 0.00045907679433916134 0.0010573144057037962 0.00028437900044634567 0.0005642551183700561 0.00045140785639922993 0.00032519753388750609 0.0004824346339080342 0.00046065794083619135 0.00077172227301239185 0.00080310943491019671 0.00071339053047053951
leaf_weight=1117 50 32 63 34 69 48 24 20 34 78 28 34 23 23 220 45 23 32 597 20 65 39 25 26 33 74 29 24 172 20
leaf_count=1117 50 32 63 34 69 48 24 20 34 78 28 34 23 23 220 45 23 32 597 20 65 39 25 26 33 74 29 24 172 20
internal_value=0 0.00052913 0.000487356 0.000859852 0.000577662 0.000869086 0.000873904 0.000876845 0.000636049 0.00038024 0.000470868 0.000731367 0.000871406 0.000318524 0.000889852 0.000842627 0.000207075 0.000506349 0.000846962 0.000338902 0.00101725 0.000362341 0.00048606 0.000548504 0.000458622 0.000433941 0.00053841 0.000867274 0.000840931 0.000851474
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 111 103 2194 163 1337 857 46 222 834 48 85 117 190 58 132 107 63 74 789 617
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 111 103 2194 163 1337 857 46 222 834 48 85 117 190 58 132 107 63 74 789 617
is_linear=0
shrinkage=0.00196078


Tree=8426
num_leaves=31
num_cat=0
split_feature=1 52 1 2 3 0 4 11 3 52 13 1 12 0 0 1 51 2 47 1 159 13 52 12 51 3 4 42 43 483
split_gain=0.735434 0.179896 0.103001 0.0702249 0.0784411 0.0568503 0.0480488 0.0463996 0.0426813 0.0404224 0.0402543 0.0380557 0.037558 0.0370139 0.052392 0.0479826 0.0355967 0.0352887 0.0325001 0.0321942 0.0346393 0.0306581 0.0353831 0.0270022 0.0358311 0.0277424 0.0266175 0.025436 0.0403468 0.0372024
threshold=0.10124500000000002 -0.40967499999999996 0.12337000000000002 0.10252500000000002 -0.022174999999999997 0.18019500000000002 0.042705000000000007 1.0000000180025095e-35 -0.12711499999999995 0.088785000000000017 0.10002500000000002 0.083345000000000016 0.08598500000000002 -0.11173999999999999 -0.15350499999999997 0.085345000000000018 -1.0000000180025095e-35 0.087955000000000019 0.084210000000000021 0.16773500000000005 -1.0000000180025095e-35 0.10591500000000001 0.11434500000000002 0.08815000000000002 0.14122000000000004 0.10299500000000002 -0.010655 0.086555000000000007 -0.011244999999999998 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 26 6 7 8 10 12 -1 17 -9 14 15 -10 -14 -8 -13 20 -4 22 -5 25 -25 27 -3 -15 29 -29
right_child=1 2 19 21 -6 -7 11 9 13 -11 -12 18 16 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0033037564590234652 0.0096422432992874438 0.011754541925973062 0.0076167455670656638 0.004928710863474327 0.0048458183302654556 0.0048066336229177463 0.012777328118681909 0.015630201922197426 0.012256842534299251 0.0082026125863194476 0.0095025089150294669 0.0031064943410456184 0.013703878044795531 0.010427855438212355 0.0035246346456309164 0.0069462575595420992 0.008471091048648724 0.008404589349622682 0.0077835751673541011 9.4053996524409109e-05 0.0036283827898590431 0.0013053287658840419 0.0090150088770315061 0.0093383979425656887 0.006120232095579721 0.0064111037091130309 0.0083248534813214464 0.0087342295497108043 0.010544821689836682 0.0041204530068419199
leaf_weight=22 102 33 24 181 59 28 20 28 27 27 20 24 26 595 24 46 26 239 39 23 235 20 24 888 36 21 72 85 105 22
leaf_count=22 102 33 24 181 59 28 20 28 27 27 20 24 26 595 24 46 26 239 39 23 235 20 24 888 36 21 72 85 105 22
internal_value=0 0.0057295 0.00513471 0.0061896 0.00776337 0.00928565 0.0093397 0.0095224 0.00940777 0.0115483 0.00625554 0.00820608 0.0126774 0.00947937 0.00757787 0.00891045 0.0110875 0.00874225 0.00600183 0.00367956 0.00399796 0.0050425 0.00540711 0.00958465 0.00921301 0.00999936 0.00940276 0.0100927 0.0091522 0.0077856
internal_weight=0 773 671 389 164 2348 2320 1998 1891 107 42 322 80 1849 97 73 52 259 63 282 259 225 205 1752 924 828 105 807 212 107
internal_count=3121 773 671 389 164 2348 2320 1998 1891 107 42 322 80 1849 97 73 52 259 63 282 259 225 205 1752 924 828 105 807 212 107
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 2 130 10 0 4 45 4 1 10 12 14 4 16 48 2 3 4 2 52 15 16 133 1 1
split_gain=0.595702 0.145716 0.0871495 0.0589158 0.0562834 0.0478803 0.0831652 0.0545249 0.0512311 0.0471295 0.0415208 0.0400444 0.0429957 0.0400148 0.0381598 0.0369763 0.0360526 0.0578289 0.041834 0.0838991 0.0340623 0.0356146 0.0508572 0.0333038 0.0296643 0.0274511 0.0271286 0.0270654 0.0344094 0.0342908
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.14753000000000002 -1.0000000180025095e-35 0.10252500000000002 -1.0000000180025095e-35 0.069930000000000006 0.22582000000000002 -0.031404999999999995 0.081955000000000014 0.042705000000000007 0.083345000000000016 -0.0087699999999999983 -0.42850999999999995 -0.22253999999999999 0.51164000000000009 -0.42170999999999997 0.085485000000000019 0.13913500000000004 0.090900000000000009 -0.059649999999999988 0.15950500000000004 -0.077024999999999996 -0.089964999999999976 -0.43320999999999993 0.0068000000000000014 0.11588000000000001 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 5 14 8 -8 27 11 -9 12 20 26 -5 -4 17 -12 -18 -20 21 -1 -23 -17 -21 -6 -14 28 29 -7
right_child=1 2 15 4 25 6 7 10 -10 -11 16 -13 13 -15 -16 23 18 -19 19 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0086692687131014381 0.0086780189755646629 0.0095791424395948923 0.0045859598774196852 0.0050491963380149439 0.0035414638391341128 0.0087868811177282506 0.00047706550399668454 0.0092097315556285055 0.0039639017659283127 0.0035234439652413133 0.0095781394891673709 0.012644777650182898 0.0093088682803393503 0.0049000056183511583 0.00027136069275002228 0.0021161380628852743 0.0054677479956416961 0.0029180020432580602 -0.0027053173621728395 0.0066505084516912966 0.0044237461034208536 0.0083991811843588948 0.0036581826901861598 -0.002614408935716545 0.0018036595019309419 -0.00088662068869563803 0.0071046522541686769 0.0053043902343647047 0.0072467004048063404 0.014092854729720525
leaf_weight=1872 102 28 35 35 42 29 29 22 32 20 32 22 82 58 32 46 79 22 24 28 20 64 35 22 23 21 175 22 47 21
leaf_count=1872 102 28 35 35 42 29 29 22 32 20 32 22 82 58 32 46 79 22 24 28 20 64 35 22 23 21 175 22 47 21
internal_value=0 0.00515655 0.00462124 0.00510655 0.00487463 0.00524566 0.00565067 0.0045632 0.00751593 0.00835708 0.00507841 0.00839861 0.0083581 0.00727251 0.00276724 0.00194499 0.00464144 0.00686475 0.00386184 0.00217028 0.00852985 0.00857151 0.00672307 0.000585667 0.00446467 0.00206544 0.00780794 0.0084711 0.00918932 0.0110154
internal_weight=0 773 671 568 540 477 410 259 151 2348 230 2328 2306 315 67 103 208 54 154 75 1991 1971 99 68 51 63 257 119 97 50
internal_count=3121 773 671 568 540 477 410 259 151 2348 230 2328 2306 315 67 103 208 54 154 75 1991 1971 99 68 51 63 257 119 97 50
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=31
num_cat=0
split_feature=1 4 2 12 50 14 4 3 157 150 0 15 43 1212 133 50 40 2 96 483 2 4 12 15 11 4 4 51 157 14
split_gain=0.482518 0.123206 0.0807277 0.0724878 0.0414727 0.0403968 0.0405161 0.043466 0.0344861 0.0584951 0.0470488 0.0335114 0.0325497 0.0492116 0.0472181 0.0353178 0.0383759 0.033902 0.0314795 0.0423829 0.0504616 0.0267374 0.0349657 0.0267255 0.028863 0.0271683 0.0642777 0.0258038 0.0227441 0.0224444
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.086295000000000011 0.062655000000000016 0.0061450000000000003 0.10299500000000002 -0.029304999999999998 0.09487000000000001 -0.11242999999999999 0.013270000000000002 0.042785000000000004 0.058525000000000008 -0.16927999999999996 -1.0000000180025095e-35 -0.083709999999999993 0.12992500000000004 0.087655000000000025 0.086310000000000012 0.11548000000000001 0.042705000000000007 0.10016000000000001 -0.21699999999999997 0.079300000000000009 -0.46376499999999993 -0.15289999999999995 0.091630000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 11 -4 6 7 12 -8 10 -10 18 15 -14 -15 -1 -17 23 19 27 -21 28 -23 -18 25 -25 -27 29 -5 -3
right_child=1 2 4 21 -6 -7 8 -9 9 -11 -12 -13 13 14 -16 16 17 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.012045452417805792 0.0084094169776504617 0.0060534805292263632 0.0013392254312966244 0.0054734565485268834 0.0052921148647061163 0.0096110894716229661 0.0033698951214319096 0.0042400754705021115 0.0092728078498372016 0.0031374775066442687 0.006520011432274703 0.0079391389805823567 0.0056705219281242177 0.012281989753246307 0.0070552290230157929 0.0034641175391152503 0.011386809339323505 0.0037825765530578796 0.00015500762256915156 0.010410265522521167 0.003557060904462229 0.0075964001188468609 0.0039923879948667073 0.010042007685781031 0.004856326379963468 0.0022229224257171156 0.0079327613016909517 0.00094811337767168884 0.0092066612609840448 0.0034542082732143022
leaf_weight=20 78 40 121 25 34 89 32 37 84 39 238 20 169 25 56 20 22 20 23 21 22 45 67 59 31 20 1387 34 47 196
leaf_count=20 78 40 121 25 34 89 32 37 84 39 238 20 169 25 56 20 22 20 23 21 22 45 67 59 31 20 1387 34 47 196
internal_value=0 0.00464089 0.00421795 0.00479536 0.00220631 0.00752137 0.00743904 0.0076334 0.00651623 0.00679513 0.00723813 0.00396241 0.00770204 0.00664184 0.00866843 0.0078699 0.00781634 0.00787289 0.0037257 0.00398809 0.00690397 0.00640694 0.00544043 0.00792675 0.0078759 0.00793975 0.0078516 0.0035237 0.00791041 0.00389476
internal_weight=0 773 695 540 155 2348 2259 1866 393 361 322 356 1829 250 81 1579 1559 1539 336 313 43 184 112 1519 1497 1466 1407 270 72 236
internal_count=3121 773 695 540 155 2348 2259 1866 393 361 322 356 1829 250 81 1579 1559 1539 336 313 43 184 112 1519 1497 1466 1407 270 72 236
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=31
num_cat=0
split_feature=1 4 3 2 9 10 13 40 43 14 44 0 1 3 43 15 40 124 12 4 0 399 15 43 133 42 47 3 1 15
split_gain=0.39084 0.099797 0.0699775 0.0505347 0.0780312 0.0487656 0.0472706 0.0353712 0.0333334 0.0314922 0.0320037 0.0484661 0.0552073 0.0331012 0.0296832 0.0296499 0.0293087 0.0284903 0.0281833 0.028482 0.0359963 0.0276974 0.0276077 0.0315578 0.0270931 0.0298151 0.044101 0.0252002 0.0250847 0.0247696
threshold=0.10124500000000002 -0.39518999999999993 0.31534000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 0.069930000000000006 -0.47860499999999995 0.051255000000000002 -0.00045499999999999995 0.062655000000000016 1.0000000180025095e-35 -0.10474999999999998 0.083135000000000014 -0.074939999999999993 0.07827000000000002 -0.03241999999999999 -0.077474999999999988 -0.076779999999999987 0.091545000000000015 -0.49405499999999997 0.034820000000000011 0.091580000000000009 -0.46743999999999997 0.0041500000000000009 0.087435000000000013 0.090545000000000014 0.11002500000000003 0.11658 0.11103500000000001 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 16 24 -4 9 -5 10 11 12 14 -14 15 -1 -3 -13 19 -19 -21 -20 -10 27 25 26 28 -24 -6 -29
right_child=1 2 6 8 5 -7 -8 -9 22 -11 -12 17 13 -15 -16 -17 -18 18 21 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0072045200484960039 0.0075684753016013505 0.0038892720715187853 0.0028626757293562246 0.0023079053002725085 0.0079624637961387638 0.0027161606498446096 -0.0019745434750802816 0.0025817609066143632 0.0076952722100984486 0.0086499804618449232 0.010363951589291294 0.0042943139343934005 -0.00014103184454143048 0.0044312779129923961 0.0093920218337687766 0.003062240208964795 -0.00082213550137922816 0.0091141450317485991 0.0062535578428712466 0.0071577077525160245 0.0037572731263935569 0.0090627032461123094 0.0063451020821571058 0.00071360649911824748 0.003421419248916209 0.0058154803933575753 0.0050032669865607247 0.0043872989751722758 0.012240067228337686 0.00065838520759311711
leaf_weight=48 78 31 58 155 26 34 31 20 21 89 24 43 20 76 31 27 23 72 683 1146 32 37 47 27 20 68 23 79 29 23
leaf_count=48 78 31 58 155 26 34 31 20 21 89 24 43 20 76 31 27 23 72 683 1146 32 37 47 27 20 68 23 79 29 23
internal_value=0 0.0041768 0.00379615 0.0041807 0.00525571 0.00616646 0.0011778 0.00676924 0.00340498 0.00680521 0.00673188 0.00669253 0.00521587 0.00347871 0.00678915 0.0057133 0.00188256 0.00684071 0.00689629 0.00718335 0.00706534 0.00639792 0.00426816 0.00385924 0.00687315 0.00734599 0.00868027 0.00442926 0.0102179 0.00354647
internal_weight=0 773 695 606 254 200 89 2348 352 2328 2239 2215 202 96 106 75 54 2013 1970 1250 1178 720 197 176 166 146 78 149 55 102
internal_count=3121 773 695 606 254 200 89 2348 352 2328 2239 2215 202 96 106 75 54 2013 1970 1250 1178 720 197 176 166 146 78 149 55 102
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 1 2 2 4 457 50 15 39 0 51 4 475 43 47 1 51 151 131 3
split_gain=8.89709 1.50557 0.950704 0.76511 0.528561 0.456446 0.311267 0.266125 0.237257 0.23479 0.234734 0.169699 0.223601 0.164579 0.128786 0.118516 0.103071 0.135158 0.103671 0.102347 0.0988715 0.0971414 0.0926879 0.091251 0.0833097 0.080854 0.0795354 0.0820129 0.072873 0.0699193
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.14285500000000004 0.40945500000000007 0.089625000000000024 0.090425000000000019 0.11474000000000002 -0.55119499999999988 0.080930000000000016 0.086295000000000011 -0.41942499999999994 0.093755000000000019 -0.074824999999999989 0.11548000000000001 0.042705000000000007 -0.069854999999999987 -0.084004999999999982 0.090100000000000013 0.11588000000000001 -0.085989999999999997 -0.088419999999999985 0.09031500000000002 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 24 6 11 -5 10 15 -4 14 21 25 -1 22 17 -10 -19 20 -16 -13 -7 -21 26 -6 -3 -28 -2 -29
right_child=1 2 8 7 13 9 -8 -9 16 -11 -12 12 -14 -15 19 -17 -18 18 -20 23 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0007731332470611586 0.00064943351265953845 0.00020044325600227146 0.00036549106396217607 0.00056532869223427915 0.00059741369702599257 0.00064399823473364703 0.00073992175869912809 0.00035007577059037432 0.00022040351578334465 0.00040328538667105317 0.00021238686596381886 0.00059908475223738994 0.00038461984855338028 0.00036195991631052254 0.00062677327982979189 0.00042809207582834109 0.00027486899382693763 -7.6359463456159851e-06 0.00016494816667753616 0.00048270671423484039 0.00052777733398126625 0.00049408989054300248 0.00055821427679806864 0.00059768003034614233 0.00041944760448007167 0.00046902035168785457 0.00044044236453418749 0.00027031190070214077 0.00051933840676849957 0.00035617463563247001
leaf_weight=21 49 22 63 34 44 56 76 63 35 39 99 258 23 26 1280 24 22 32 23 36 40 39 358 101 32 33 21 80 25 67
leaf_count=21 49 22 63 34 44 56 76 63 35 39 99 258 23 26 1280 24 22 32 23 36 40 39 358 101 32 33 21 80 25 67
internal_value=0 0.000341625 0.000309028 0.000596183 0.000380753 0.000603224 0.000617008 0.000425525 0.000223952 0.000549071 0.000271927 0.000611813 0.000570874 0.000496843 0.000620676 0.000562052 0.00015456 0.000125151 6.45356e-05 0.000618479 0.000623773 0.000585298 0.000569818 0.000567468 0.000326892 0.000542388 0.000311304 0.000325821 0.000605482 0.000309447
internal_weight=0 673 599 2448 325 2351 1874 97 274 477 162 1798 320 103 1478 438 112 90 55 1457 1320 297 414 137 222 77 190 168 74 147
internal_count=3121 673 599 2448 325 2351 1874 97 274 477 162 1798 320 103 1478 438 112 90 55 1457 1320 297 414 137 222 77 190 168 74 147
is_linear=0
shrinkage=0.00196078


Tree=8431
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 3 43 43 3 12 48 9 4 3 52 4 14 0 15 10 160 49 49 41 0 4 16 52 42 16 3
split_gain=0.365845 0.0969773 0.0626725 0.0561137 0.0431389 0.0423507 0.0545798 0.0452905 0.0404858 0.0378363 0.0376919 0.0384832 0.0344237 0.0326865 0.0325522 0.0285427 0.0276396 0.028696 0.0270959 0.0270193 0.0260995 0.0349642 0.0250945 0.0254851 0.0244166 0.0264601 0.0339575 0.0263008 0.0758939 0.0294869
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.084824999999999998 0.31370500000000007 -0.078139999999999973 -0.11720999999999999 0.11924500000000002 -0.42850999999999995 0.083685000000000009 0.081890000000000004 0.40124500000000002 -0.11171999999999999 -0.084699999999999984 0.41379000000000005 -0.46166999999999997 -0.14920999999999998 0.13592500000000005 -0.005834999999999999 -0.086829999999999977 0.14233500000000002 -0.063424999999999981 0.077565000000000009 -0.14001499999999997 -0.51253999999999988 0.013515000000000001 -0.45478499999999994 0.085935000000000025 0.083160000000000026 -0.080484999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 14 6 -5 12 -6 -8 11 16 -7 -11 18 -16 -3 22 -2 -14 21 -20 23 -18 -25 -26 -27 28 -28 -30
right_child=4 10 3 5 8 7 9 -9 -10 13 -12 -13 19 -15 15 -17 17 -19 20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.00050042778852262676 0.0011912535200826824 0.0087393245980914303 0.010420603180925053 0.0066455009276978677 0.0037400447225937731 0.0027857547495514154 0.00069204771820947811 0.0033593796378385932 -0.00063456185395937485 0.0073223540883349345 0.010167991440614751 0.0027870559370731592 0.008992227641422124 0.0026325735515759638 0.0057173102554357192 0.0017774641085582387 0.0033837534409637254 0.0039696442621535363 0.0024896386464166899 0.0062170375361923838 0.0022119827510323378 0.0069535740349533012 0.0037091822456568483 0.0095424059922967486 0.0068086461406165104 0.0068107370344822494 -0.0017645317362621428 0.0058839400002311561 0.0073416633224538111 0.0027886199143249543
leaf_weight=28 20 58 21 49 34 25 53 63 56 23 29 27 42 42 22 112 24 43 23 213 24 74 30 29 1547 206 20 126 33 25
leaf_count=28 20 58 21 49 34 25 53 63 56 23 29 27 42 42 22 112 24 43 23 213 24 74 30 29 1547 206 20 126 33 25
internal_value=0 0.00628748 0.00511149 0.00535463 0.00291842 0.00514603 0.00384006 0.00578189 0.00101807 0.00267509 0.0065867 0.00653879 0.00632695 0.00429203 0.00354035 0.0024243 0.00658611 0.00652615 0.00460098 0.00667413 0.00516458 0.00589512 0.00658004 0.00662289 0.00666203 0.00661935 0.00590509 0.00499057 0.00354743 0.00537914
internal_weight=0 2756 559 531 365 510 167 343 90 118 2197 2168 280 65 275 134 2141 2083 141 255 121 97 2040 2010 1986 1957 410 204 78 58
internal_count=3121 2756 559 531 365 510 167 343 90 118 2197 2168 280 65 275 134 2141 2083 141 255 121 97 2040 2010 1986 1957 410 204 78 58
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 1 2 2 14 49 1 4 50 1 4 1 0 1 1 12 2 13 2 43 4 159 47
split_gain=14.5823 2.40295 1.21616 1.09019 0.804715 0.736178 0.674995 0.562739 0.441841 0.392699 0.358535 0.273175 0.228492 0.189387 0.185787 0.157342 0.151269 0.148856 0.216848 0.176033 0.137182 0.127217 0.119108 0.11497 0.112165 0.166405 0.104104 0.0945903 0.0890317 0.0860864
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.40124500000000002 0.13247500000000004 -1.0000000180025095e-35 0.092845000000000025 0.10613000000000002 0.089885000000000007 0.062655000000000016 -0.054984999999999992 0.091195000000000012 -0.15464999999999998 0.041865000000000006 0.11654500000000001 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.12000500000000001 0.13075500000000004 0.095780000000000018 0.11411 -0.47860499999999995 0.31358000000000003 0.064745000000000011 0.061775000000000004 0.030370000000000005 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 10 20 -4 27 11 13 -2 -1 -11 24 -16 19 22 26 -3 23 -19 -5 -6 -26 28 -9 -12 -14
right_child=1 4 8 21 15 -7 -8 9 -10 14 17 -13 29 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00084074857362284464 0.00056138625511389863 0.0004160019916670969 0.00075255013670659792 0.00062468607329966089 0.00030671599090311829 0.00047338660090577372 0.00058630400299386791 0.00072598444632963552 0.0004801092561626551 0.00062110279120650938 0.00081732841948024511 0.00096672481528228599 0.00082909556268194874 0.00077780776084425613 0.0004743816032762231 0.00037440493486929634 0.00035932469703626817 0.00079776301213830821 0.00060761259490626227 0.00062844964072984798 0.00025609008261222289 0.00033880500265570613 0.00072312295570295501 0.00044473418080968554 0.0002257004214214981 -9.6154063666129815e-07 0.00074660464766479668 0.00056002377511805024 0.0009051002627929694 0.00072440546535829716
leaf_weight=1117 23 30 37 21 22 25 50 23 60 20 345 59 58 220 96 23 81 233 34 20 66 24 127 39 33 20 70 31 51 63
leaf_count=1117 23 30 37 21 22 25 50 23 60 20 345 59 58 220 96 23 81 233 34 20 66 24 127 39 33 20 70 31 51 63
internal_value=0 0.000473295 0.000799189 0.00063698 0.00038943 0.000808067 0.000811664 0.000433742 0.00058403 0.000482575 0.000816614 0.000836154 0.000740535 0.000830392 0.000441969 0.00023253 0.000421728 0.000785618 0.000757295 0.00080858 0.000306063 0.000459457 0.000771432 0.000507717 0.000189022 0.000140168 0.000816311 0.000630711 0.000828632 0.000774587
internal_weight=0 673 2448 228 445 2351 2326 347 97 251 2276 1396 144 1337 197 98 177 880 394 486 96 84 360 60 75 53 466 54 396 121
internal_count=3121 673 2448 228 445 2351 2326 347 97 251 2276 1396 144 1337 197 98 177 880 394 486 96 84 360 60 75 53 466 54 396 121
is_linear=0
shrinkage=0.00196078


Tree=8433
num_leaves=31
num_cat=0
split_feature=1 155 1 47 48 50 4 376 0 12 160 12 16 52 48 4 49 3 475 3 4 4 15 484 0 16 447 11 43 3
split_gain=0.364158 0.0897026 0.0613812 0.0503833 0.0528015 0.0543006 0.0442984 0.0399253 0.0340456 0.0328254 0.0417809 0.0422735 0.0374853 0.0816417 0.0482607 0.0385562 0.0292469 0.0354983 0.0335415 0.0314279 0.0364786 0.0526569 0.0284848 0.0284388 0.0282778 0.038134 0.0277634 0.0289399 0.0345249 0.0330255
threshold=0.10124500000000002 0.11245500000000001 0.14860500000000001 0.078345000000000012 -0.08595499999999999 0.10616500000000001 0.41257000000000005 0.080200000000000007 0.18019500000000002 0.11903500000000002 -0.076689999999999994 0.09364500000000002 -0.42170999999999997 -0.049749999999999996 0.085485000000000019 -0.013125 0.11560500000000001 -0.076969999999999997 0.068270000000000011 0.090900000000000009 -0.062539999999999984 0.0045450000000000013 -0.14601999999999996 0.096415000000000015 -0.019414999999999998 -0.25582999999999995 0.089395000000000016 1.0000000180025095e-35 -0.15879999999999997 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 9 7 22 16 10 23 12 -12 14 15 -14 18 -18 19 26 -21 -22 -5 -6 25 -4 27 29 -29 -1
right_child=1 -3 24 6 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0042775559956983976 0.0082736959747437919 0.0074992886539830862 -0.00048042142933065244 0.010081604821607471 0.0053048388821383321 0.0070367081316583093 0.0015821626478875125 0.0020048138738440521 0.0030097846656904691 0.0064824808601532946 0.0042567186101029322 -0.0016463367790304894 0.0034562928984606905 -0.0025155487104999148 0.0041410506408575964 -0.0022120562781180655 0.0068372074843648725 0.0034850419028182793 0.0098170432669576271 0.006424435665054868 -0.0011317445244640113 0.0059579238086536696 0.0060003805468529783 0.0012160014001313937 -0.0018037196248769762 0.005552873328560963 0.0029328167345374825 0.0052936771659758582 0.0093145558612714365 0.0066610301380465257
leaf_weight=60 21 66 22 20 75 33 27 22 28 23 75 29 21 38 87 28 59 68 32 60 20 22 118 22 26 20 20 29 81 1869
leaf_count=60 21 66 22 20 75 33 27 22 28 23 75 29 21 38 87 28 59 68 32 60 20 22 118 22 26 20 20 29 81 1869
internal_value=0 0.00397355 0.00364441 0.00394837 0.00337723 0.00313865 0.00532888 0.00596114 0.00647593 0.00281545 0.00259053 0.00196703 0.00238787 0.00158233 0.00272732 0.000217236 0.00651776 0.00504235 0.0066032 0.00655561 0.00484221 0.00258189 0.00659186 0.00437747 0.00078811 0.00239258 0.00664049 0.00667686 0.00825451 0.00658689
internal_weight=0 773 707 639 452 431 187 160 2348 398 375 278 249 174 136 49 2320 127 2193 2161 102 42 138 97 68 42 2059 2039 110 1929
internal_count=3121 773 707 639 452 431 187 160 2348 398 375 278 249 174 136 49 2320 127 2193 2161 102 42 138 97 68 42 2059 2039 110 1929
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 2 2 1 0 15 15 150 1 49 47 4 2 4 3 43 12 12 0 4 50
split_gain=12.3831 1.93103 1.28326 1.18909 0.676954 0.639362 0.513722 0.378587 0.3625 0.376149 0.337351 0.336436 0.223266 0.373259 0.221511 0.216006 0.166366 0.149984 0.134965 0.131138 0.130434 0.123972 0.101227 0.100032 0.0957078 0.0936659 0.078497 0.0814495 0.0852004 0.077746
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.077845000000000011 0.40945500000000007 0.14285500000000004 0.14285500000000004 0.11474000000000002 0.085760000000000017 -0.097274999999999986 -0.097454999999999986 -0.41396999999999995 1.0000000180025095e-35 0.14754500000000001 -0.069799999999999987 0.090100000000000013 -0.52556499999999995 0.092365000000000017 -0.0070899999999999991 -0.13927999999999999 -0.080324999999999994 0.10124000000000001 0.11734000000000001 -0.026509999999999995 0.022185000000000003 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 -5 9 -4 16 22 20 14 -14 -10 23 -17 -16 -3 -1 -22 -6 -7 -9 -24 27 28 -25 -11
right_child=1 2 8 7 11 10 -8 24 15 29 -12 -13 13 -15 18 17 -18 -19 -20 -21 21 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00077176697804541084 0.00058890585257031646 0.00025668674457291277 0.00034038137468873729 0.00056994394881843848 0.00064904288667924593 0.00063353532914644855 0.00077339524731916544 0.00034626827073268958 0.00014022640710362883 4.3288934441069427e-05 0.00036033464163961332 0.00026706401228271669 0.00057416276630440667 0.00059631705938090424 0.00047881990086798574 8.4248671545555774e-05 0.00040971704789139087 -0.00014052808269107042 0.00026271611158096904 0.00039054491112824359 0.00062886330844557129 0.00058009840182372135 0.0005614248391271466 0.00060021621641315832 0.00018530934686115122 0.00040011390809919318 0.00046134416616576559 0.00046272579413249022 0.0005314525009952394 0.00020335354691590458
leaf_weight=22 74 191 63 28 21 62 76 49 117 28 39 24 31 407 20 25 30 21 25 33 1045 248 31 151 20 25 36 31 128 20
leaf_count=22 74 191 63 28 21 62 76 49 117 28 39 24 31 407 20 25 30 21 25 33 1045 248 31 151 20 25 36 31 128 20
internal_value=0 0.000290082 0.000253166 0.000590398 0.000336497 0.000599176 0.00061549 0.000377647 0.000154324 0.000240749 0.000535084 0.000469767 0.000608815 0.000572763 0.000446623 9.547e-05 0.000550644 -1.83668e-05 0.000358762 0.000276407 0.000622057 0.00061951 0.000532947 0.000561006 0.000299614 0.000489411 0.00054801 0.000558074 0.000568669 0.000109983
internal_weight=0 673 599 2448 325 2351 1874 97 274 111 477 101 1798 483 76 163 438 46 45 224 1315 1293 77 408 69 56 346 310 279 48
internal_count=3121 673 599 2448 325 2351 1874 97 274 111 477 101 1798 483 76 163 438 46 45 224 1315 1293 77 408 69 56 346 310 279 48
is_linear=0
shrinkage=0.00196078


Tree=8435
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 159 1 12 4 4 3 2 2 11 47 52 2 3 2 11 156 12 1 3 0 3 2 160 3 52
split_gain=13.2979 1.67532 1.48648 1.27139 1.00971 0.597988 0.541762 0.534869 0.460208 0.422751 0.290193 0.24744 0.257125 0.22215 0.205127 0.188579 0.210041 0.272974 0.181981 0.176986 0.175079 0.174652 0.160397 0.122578 0.117969 0.115909 0.115187 0.118663 0.112562 0.103988
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.082585000000000006 0.13075500000000004 0.090165000000000009 -0.16363499999999997 0.033845000000000007 -0.11171999999999999 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 0.10882500000000002 0.080150000000000013 0.092385000000000009 0.13597000000000004 0.16175000000000003 0.096675000000000011 -0.11242999999999999 -0.13927999999999999 0.092235000000000025 0.041220000000000007 -0.13309499999999996 -0.52606999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 10 11 -3 13 -6 21 -1 12 -5 24 20 16 17 -10 -14 -15 23 25 -8 26 -4 -9 -12 -28 -11 -2
right_child=1 6 7 5 8 -7 22 9 15 28 14 -13 18 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00049959033429847405 0.00076503881595047917 0.00037106342006168003 0.00064231362772095046 0.00032139219194528908 0.00072024246674221872 0.000231168532907163 0.00022790487781214859 0.00079836549741750204 0.00041002984977227388 0.00047984171252659442 0.00074658495896397887 0.0002802190533620825 0.00065123723541719337 0.00096393036791807003 0.00086371501286824546 0.00062283967849492813 0.00033762055072342434 0.00065098711099026917 0.00047613428039028046 0.00078263407014388066 0.00086576902983235378 0.000572196875293969 5.5971128683464197e-05 0.00052758074164682743 0.00076144291666287265 0.00071913454671199909 0.00056824753998940445 0.00074184620935542915 0.00063311573858159818 0.0006257396652571606
leaf_weight=26 28 133 33 24 31 59 126 79 51 21 71 23 39 37 32 23 55 28 55 47 20 29 25 20 1013 700 41 24 150 78
leaf_count=26 28 133 33 24 31 59 126 79 51 21 71 23 39 37 32 23 55 28 55 47 20 29 25 20 1013 700 41 24 150 78
internal_value=0 0.000388269 0.000715155 0.000488927 0.000608925 0.000396915 0.000279812 0.000736411 0.000501921 0.000702863 0.000694894 0.00046627 0.000502534 0.000765475 0.000719307 0.000458813 0.000430659 0.000495432 0.000548783 0.000862491 0.000693051 0.000721607 0.000199439 0.000670908 0.000757685 0.00072717 0.000691985 0.000632346 0.000614293 0.000662536
internal_weight=0 590 2531 306 422 200 284 2109 188 979 234 141 118 1130 208 157 134 79 94 84 176 808 151 156 1046 779 136 65 171 106
internal_count=3121 590 2531 306 422 200 284 2109 188 979 234 141 118 1130 208 157 134 79 94 84 176 808 151 156 1046 779 136 65 171 106
is_linear=0
shrinkage=0.00196078


Tree=8436
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 4 2 14 2 0 49 12 150 1 4 2 3 3 0 47 0 43 0 10 4 1 0 1
split_gain=11.2332 1.76988 1.14372 0.974121 0.769723 0.542515 0.313904 0.302887 0.296918 0.288278 0.209798 0.192281 0.311 0.186365 0.16065 0.158229 0.15771 0.146697 0.133286 0.195454 0.120864 0.116387 0.229004 0.115816 0.112966 0.110034 0.109276 0.0982697 0.100119 0.0945839
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.077845000000000011 0.40473500000000007 0.14285500000000004 0.062655000000000016 0.17025000000000004 -0.10607499999999999 0.082865000000000008 0.091325000000000003 1.0000000180025095e-35 0.085605000000000014 -0.52556499999999995 0.14122000000000004 0.30112000000000005 0.076840000000000006 -0.060129999999999996 0.10648500000000001 -0.12333499999999999 -0.080324999999999994 -0.14723999999999998 -0.38124499999999995 0.053180000000000012 0.076935000000000017 -0.030209999999999997 0.13210500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 9 -5 -6 14 11 18 12 15 16 26 24 -13 21 19 -4 -15 29 -23 -8 -1 -12 27 28 -7 -3
right_child=1 2 10 6 7 8 23 -9 -10 -11 25 13 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073294950550009891 0.00064786355182425831 0.00033862389099395242 0.00021899407017691319 0.0006303518081829995 0.00057799417819448659 0.00063660663198758386 0.00043551833564493836 0.00036889577493171753 0.00043277673120633827 0.0007890733064635743 0.00016010609893676113 0.00085794881862752577 0.00075743154233911126 0.00064860253710204347 0.00047283252029682761 0.00047107443865886665 0.0006823100571401768 0.00020004074586405738 0.00015797107485837313 0.00043810124859175719 0.00053209659594610119 0.00029253818698655239 0.00058210997778772755 0.00025845598390636344 0.0005478702462734837 -2.8944140409722046e-05 0.00057089281074411814 0.00069986538750962002 0.00051251000159894232 0.0002085908576298286
leaf_weight=21 74 207 49 28 84 181 49 39 39 76 29 20 35 458 30 55 1140 31 51 23 37 21 21 20 32 20 117 81 29 24
leaf_count=21 74 207 49 28 84 181 49 39 39 76 29 20 35 458 30 55 1140 31 51 23 37 21 21 20 32 20 117 81 29 24
internal_value=0 0.000361781 0.000326438 0.000647813 0.000380817 0.000655758 0.000455251 0.000511695 0.00059672 0.000670786 0.00019144 0.000665786 0.000596804 0.000671746 0.000611318 0.000544749 0.000685338 0.000327863 0.000234663 0.000288987 0.000639894 0.000342377 0.000437324 0.000384196 0.000621204 8.29427e-05 0.0006215 0.000641848 0.000619469 0.000325114
internal_weight=0 673 599 2448 427 2351 97 123 477 1874 172 1798 143 1655 438 108 1160 304 123 72 495 273 42 69 53 49 408 291 210 231
internal_count=3121 673 599 2448 427 2351 97 123 477 1874 172 1798 143 1655 438 108 1160 304 123 72 495 273 42 69 53 49 408 291 210 231
is_linear=0
shrinkage=0.00196078


Tree=8437
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 4 4 2 2 3 16 15 41 1209 133 15 0 0 160 2 158 3 2 4 40 160 132 2 156 52
split_gain=0.48016 0.116155 0.0521141 0.054962 0.0554291 0.0483145 0.048265 0.0442147 0.0419361 0.0411653 0.0353349 0.0343464 0.0605741 0.0380874 0.039647 0.0557728 0.0569344 0.0524042 0.0481221 0.0382846 0.0345262 0.0335246 0.0309049 0.0352677 0.0308234 0.0306592 0.0302812 0.046637 0.0296248 0.0281996
threshold=0.10124500000000002 -0.053259999999999995 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 -0.03898999999999999 0.10276500000000001 0.13247500000000004 -0.13927999999999999 0.11346000000000002 0.040760000000000005 0.075585000000000013 0.091045000000000001 0.047850000000000011 -0.11033999999999998 -0.10607499999999999 -0.14226499999999997 -0.51745999999999992 0.083715000000000026 0.10899500000000002 -0.053259999999999995 0.092365000000000017 0.0082450000000000006 -0.077474999999999988 1.0000000180025095e-35 0.088890000000000011 0.25063000000000007 0.11091500000000001 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 3 24 -5 -6 -2 -8 11 -9 -10 13 21 14 15 -1 17 -17 -18 -16 -21 29 23 -20 -3 28 27 -4 -24 -13
right_child=1 2 26 4 5 -7 7 9 10 -11 -12 12 -14 -15 19 16 18 -19 22 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0083198636332181882 0.0079337116255258997 0.0035870191197569391 0.0022801293723244708 0.0086594586681214072 0.0081793454665414714 0.003704675966816711 0.0063057571796040672 0.0046978049534796319 0.0018219795973541644 -0.00042040973414920948 0.0070354896346823534 0.0076727279207866638 0.011481576863812602 0.002813601961613379 0.0042545215046453861 0.0052893946855874681 0.0017147059270064347 -3.4479861810373573e-05 0.0079995996365323663 0.0080535020870348556 0.0039097125154166001 0.010330059445862259 0.0046220802592761723 0.0043227426738788686 0.00019894168479368094 0.0082059735354656979 0.0045046684261330445 -0.0029554619231795965 0.0087480017589405181 0.0061969152257636611
leaf_weight=135 87 58 46 31 27 227 120 55 26 22 26 842 41 22 31 64 20 26 200 473 21 42 134 30 50 42 23 27 20 153
leaf_count=135 87 58 46 31 27 227 120 55 26 22 26 842 41 22 31 64 20 26 200 473 21 42 134 30 50 42 23 27 20 153
internal_value=0 0.00436351 0.00342932 0.00393954 0.00466753 0.00418033 0.00597202 0.00510569 0.00723694 0.00323546 0.00442873 0.00730054 0.00771166 0.00693668 0.00701252 0.00650324 0.00604569 0.00375139 0.00650867 0.00766343 0.00787735 0.00756261 0.00673374 0.00752001 0.00201846 0.00581107 0.00134058 0.000343678 0.00515791 0.00744579
internal_weight=0 773 489 393 285 254 284 197 2348 77 52 2296 1078 1218 1196 671 536 90 446 525 494 1037 426 230 108 196 96 73 154 995
internal_count=3121 773 489 393 285 254 284 197 2348 77 52 2296 1078 1218 1196 671 536 90 446 525 494 1037 426 230 108 196 96 73 154 995
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=31
num_cat=0
split_feature=1 3 1 45 403 1 40 454 2 2 2 3 43 4 44 48 402 43 43 15 0 481 42 1456 13 13 133 42 156 3
split_gain=0.38893 0.0940857 0.0465697 0.0705959 0.040402 0.0472241 0.0347457 0.0345457 0.0377543 0.0386324 0.0460269 0.0317098 0.0291299 0.0296863 0.0288411 0.032104 0.0400437 0.0329768 0.0324481 0.0285541 0.0279174 0.0272909 0.0372555 0.047066 0.042558 0.0562172 0.0365476 0.0313772 0.0313147 0.0643513
threshold=0.10124500000000002 -0.053259999999999995 0.14262000000000002 0.10331000000000001 -0.0059799999999999992 0.13075500000000004 0.051255000000000002 -0.037229999999999992 0.13712500000000002 -1.0000000180025095e-35 0.10045500000000002 0.12178000000000001 0.084740000000000024 0.0049200000000000008 0.081805000000000017 0.093265000000000015 0.081585000000000019 -0.53814999999999991 -0.085254999999999984 -0.0040799999999999994 1.0000000180025095e-35 -0.009074999999999998 0.088295000000000012 -0.089834999999999984 -0.085744999999999988 -0.083499999999999977 0.087285000000000015 0.090310000000000015 0.087205000000000019 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 7 -2 12 11 -3 9 -9 -11 14 13 -6 15 17 18 -1 -17 -12 -4 22 23 -19 26 -26 -25 -24 -23 -30
right_child=1 2 20 -5 5 -7 -8 8 -10 10 19 -13 -14 -15 -16 16 -18 21 -20 -21 -22 28 27 24 25 -27 -28 -29 29 -31
leaf_value=0.010074275805215751 0.0018379980923029884 -0.00079253141957451594 0.0020964418605823694 0.0092096979003621349 0.0071012878111774494 0.0025250516605171327 0.0023629597458057106 0.0022110635747044716 0.0013439901325149712 0.0085859927374662623 0.0035053913986843512 0.0031418254836117505 0.0098861486651003368 0.0046316566609958601 0.010277856446226084 0.0078685778124188942 0.0016475283742273369 0.0047396089174543271 0.0048370615802887902 0.0067407289432594554 -0.001841787873612096 0.0066377857803831351 0.0038156788361160773 0.0090927787573199786 0.015638360781595112 0.0090883525824450011 0.0040758529026061292 0.0074129431928966691 0.00023977793964811349 0.0059336879819383839
leaf_weight=28 29 20 72 21 106 38 20 86 67 27 138 27 21 90 21 54 26 27 102 34 24 1582 38 53 20 38 20 67 22 203
leaf_count=28 29 20 72 21 106 38 20 86 67 27 138 27 21 90 21 54 26 27 102 34 24 1582 38 53 20 38 20 67 22 203
internal_value=0 0.00392716 0.00308639 0.00356871 0.00537482 0.00577705 0.00651325 0.00325027 0.00347997 0.00398211 0.00474749 0.0065489 0.00634652 0.00596727 0.00658888 0.0065549 0.00528087 0.00666543 0.00588643 0.00414493 0.00111188 0.00661932 0.00757107 0.00854132 0.00932488 0.011347 0.00771828 0.00611108 0.00648079 0.00537695
internal_weight=0 773 489 393 284 255 2348 372 352 285 199 2328 217 196 2301 2280 182 2098 156 172 96 2070 263 158 131 58 73 105 1807 225
internal_count=3121 773 489 393 284 255 2348 372 352 285 199 2328 217 196 2301 2280 182 2098 156 172 96 2070 263 158 131 58 73 105 1807 225
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 4 47 2 14 1 2 4 34 4 2 0 47 4 1 1 0 15 52 12 475 447 15 10
split_gain=13.9914 2.34123 1.39133 1.26327 0.858264 0.80754 0.453192 0.403415 0.368803 0.346616 0.339973 0.252035 0.244835 0.227524 0.222373 0.186767 0.16798 0.147386 0.139634 0.133453 0.26814 0.14709 0.187735 0.123146 0.11759 0.111459 0.104754 0.108766 0.10452 0.109165
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.092845000000000025 0.27834500000000006 0.13082500000000002 0.14122000000000004 0.062655000000000016 0.090475000000000014 0.14838000000000004 0.27834500000000006 -1.0000000180025095e-35 0.27834500000000006 -0.0091949999999999983 -0.092759999999999995 0.10648500000000001 -0.015039999999999998 0.086920000000000011 0.075045000000000014 -0.038659999999999993 -0.41396999999999995 0.31359500000000001 0.090285000000000018 -0.088274999999999978 0.083310000000000009 -0.40580499999999992 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 10 -5 -6 12 13 11 24 14 19 -4 -16 -13 -18 -3 21 25 22 -7 -17 26 -21 -1 -28 -14 -30
right_child=1 2 8 6 7 9 -8 -9 -10 -11 -12 16 28 -15 15 23 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00065890607588431414 0.00072563746277781857 0.00035810385923747053 0.00015564508622508162 0.00066720920568134651 0.0006771728879147275 0.00071326466188702416 0.0003912911060710553 0.00041081409161800844 0.00044415979587065856 0.0005001830026179566 0.00089408547030190438 0.0005306216463357693 0.00022659648289495612 0.00047856212538831375 0.00044008900562887785 0.0003167800377877179 0.00059051823625767147 0.00072670019266270257 0.00051638509506006644 0.00072633918238214628 0.00047036997459795144 0.00077502567207464088 0.00058436787393657688 0.00014545320646753193 0.00065340232323197751 0.00065027007054913998 0.00076795077104406236 0.00063962360414174886 0.00017748860835882963 -3.979224318337836e-06
leaf_weight=37 74 200 45 37 69 264 60 32 34 41 62 23 33 20 34 54 36 202 24 115 26 111 52 23 40 208 1088 26 25 26
leaf_count=37 74 200 45 37 69 264 60 32 34 41 62 23 33 20 34 54 36 202 24 115 26 111 52 23 40 208 1088 26 25 26
internal_value=0 0.000396603 0.000355954 0.000715825 0.000442723 0.000724873 0.000496538 0.000592782 0.000253035 0.000675998 0.000751893 0.000745821 0.000225959 0.000685054 0.000271914 0.00031905 0.000690638 0.000706101 0.000375063 0.000690376 0.000661934 0.000713623 0.000692054 0.000265604 0.000757915 0.000677354 0.000761547 0.000764956 0.000140612 8.49756e-05
internal_weight=0 673 599 2448 325 2351 97 101 274 837 1514 1452 240 796 156 111 261 238 224 776 349 427 316 77 1191 323 1151 1114 84 51
internal_count=3121 673 599 2448 325 2351 97 101 274 837 1514 1452 240 796 156 111 261 238 224 776 349 427 316 77 1191 323 1151 1114 84 51
is_linear=0
shrinkage=0.00196078


Tree=8440
num_leaves=31
num_cat=0
split_feature=1 3 0 4 132 12 12 4 158 4 14 16 15 2 15 2 2 12 0 12 4 16 1 0 16 151 4 51 156 4
split_gain=0.379634 0.0903594 0.0428988 0.0436281 0.0391278 0.0470687 0.0467812 0.0362534 0.0346991 0.037359 0.0323075 0.0709365 0.0422116 0.0343852 0.0581731 0.0309174 0.0539403 0.0323495 0.0293472 0.0376541 0.037157 0.0448774 0.0504752 0.0410815 0.0379953 0.0318581 0.03762 0.029333 0.0310698 0.0378417
threshold=0.10124500000000002 -0.053259999999999995 0.089620000000000019 -0.17966999999999997 -1.0000000180025095e-35 0.10711000000000002 0.11586 0.042705000000000007 0.07968500000000002 0.26790000000000008 -0.23083499999999998 -0.046599999999999996 -0.46471999999999997 0.13622000000000004 -0.079929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082514999999999991 -0.07929499999999999 -0.085119999999999987 -0.42529999999999996 0.19444000000000003 0.081670000000000006 0.034820000000000011 0.0013750000000000001 1.0000000180025095e-35 -0.0070899999999999991 -0.15042499999999998 0.088305000000000008 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 -2 -6 -7 18 9 -9 11 -5 -13 15 -15 17 -17 -12 25 -20 21 -21 -23 -22 -25 27 -27 -1 -29 -30
right_child=1 2 -4 10 5 6 -8 8 -10 -11 13 12 -14 14 -16 16 -18 -19 19 20 23 22 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0095635100830028345 0.0011067749400224005 0.0066705544835285241 -0.0012973668791925197 0.0081413614131244164 0.0063353076144049923 0.0002533657042759246 0.0057585958271484938 0.0051677245654270969 0.0070335982574219321 0.00083442703603809189 0.0026257775976836427 0.0054129612853839291 -0.00072617035281534003 0.0023178305082435075 -0.0036312870120375675 0.0076100286058781129 0.0030454073758574523 -0.0020381514763721498 0.0020377238463286473 0.010763212921363967 0.0060626446208615417 0.0027375042885541918 0.0081126995444907972 0.0059473277925072973 6.4072417824164677e-05 0.006266437143397828 0.0010539504699409008 0.0069564181588236684 0.0019405048706435731 0.0070121837141472968
leaf_weight=41 21 34 22 35 201 29 33 208 94 22 58 21 24 65 22 31 157 20 23 35 487 25 58 21 23 45 20 1187 28 31
leaf_count=41 21 34 22 35 201 29 33 208 94 22 58 21 24 65 22 31 157 20 23 35 487 25 58 21 23 45 20 1187 28 31
internal_value=0 0.00384193 0.00301798 0.00322127 0.00526064 0.00559231 0.00318357 0.00639693 0.00541482 0.00475324 0.00295043 0.0047649 0.00213876 0.00253921 0.000813456 0.00310365 0.00379808 0.0014299 0.00655414 0.00601403 0.00615495 0.00776006 0.00649366 0.00579826 0.00287199 0.0068226 0.0046626 0.00693169 0.00684509 0.00460529
internal_weight=0 773 489 467 284 263 62 2348 324 230 433 80 45 353 87 266 188 78 2024 672 649 118 83 531 44 1352 65 1287 1246 59
internal_count=3121 773 489 467 284 263 62 2348 324 230 433 80 45 353 87 266 188 78 2024 672 649 118 83 531 44 1352 65 1287 1246 59
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 43 48 3 48 39 1 9 4 123 148 51 49 12 41 1 11 12 1210 1444 16 3 51 12 156 12
split_gain=0.313997 0.0817675 0.0563595 0.0518244 0.0552756 0.041967 0.042287 0.0415489 0.0457461 0.0398349 0.036235 0.0328991 0.0359221 0.0300491 0.0342596 0.0291972 0.0286214 0.0281398 0.0342692 0.0325567 0.0400996 0.0528278 0.0356445 0.0285323 0.0281413 0.0329046 0.0299613 0.026894 0.0369435 0.0305208
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.078320000000000015 -0.078139999999999973 -0.095049999999999982 0.083685000000000009 0.11924500000000002 -0.024949999999999996 0.089130000000000015 0.14860500000000001 0.081890000000000004 0.40124500000000002 0.11679000000000002 -0.065034999999999996 0.14122000000000004 -0.08130999999999998 0.086305000000000007 0.077565000000000009 0.085760000000000017 0.077290000000000011 0.085955000000000018 -0.062539999999999984 -0.079374999999999987 -0.066924999999999985 -0.13309499999999996 -0.047599999999999996 -0.12529499999999996 0.10339000000000002 0.11586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -7 8 -6 -4 13 12 17 14 -2 27 -8 19 23 20 21 22 -3 -19 -25 26 -26 -16 29 -29
right_child=10 11 3 -5 7 6 16 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00010022236466673868 -0.00068151530964920921 0.0032925277180038391 0.0072807580972199934 0.0087406399038930729 0.0023807705949164103 -0.00061484946068462304 0.0055790931065266419 0.0028624577377553261 0.006201449573599957 0.001819722337478941 0.00034922003533745954 0.0091733391316414902 0.0021579758849434765 -0.00056349187481986439 0.0059924645201923955 0.0070924696822961169 0.0012084921589121224 0.0087319355271756657 0.0020844636424617083 0.0034994355399560716 0.01007930808409583 0.010346998020759203 0.0064216240836065946 0.0060292245555120874 0.0053933192849131848 0.0049270658868467328 0.0091026771372478259 0.0018376956095094588 0.0066519984530962325 0.0058939553486804172
leaf_weight=28 21 40 34 30 36 44 31 63 242 22 68 29 27 23 30 21 29 30 27 35 32 32 405 800 51 651 38 159 22 21
leaf_count=28 21 40 34 30 36 44 31 63 242 22 68 29 27 23 30 21 29 30 27 35 32 32 405 800 51 651 38 159 22 21
internal_value=0 0.00555273 0.00447289 0.00470346 0.00446171 0.00292828 0.00173985 0.00518121 0.00570669 0.00513535 0.00243151 0.00582748 0.00578272 0.00290826 0.00319969 0.00352184 0.00346664 0.00582844 0.00561684 0.0064496 0.00665246 0.00642256 0.00614036 0.00567759 0.00561809 0.00517362 0.00697709 0.00319864 0.00278372 0.00231093
internal_weight=0 2756 559 531 501 160 104 341 278 56 365 2197 2168 297 274 253 60 2141 1597 544 509 477 445 1570 1540 740 89 232 202 180
internal_count=3121 2756 559 531 501 160 104 341 278 56 365 2197 2168 297 274 253 60 2141 1597 544 509 477 445 1570 1540 740 89 232 202 180
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 15 48 156 0 4 11 157 42 48 4 1348 11 13 149 96 43 3 400 52 48 49 42 13 2 3
split_gain=0.255873 0.0977676 0.0747888 0.043777 0.0401644 0.0423428 0.0459407 0.0441774 0.0472565 0.0358897 0.0358308 0.0306913 0.0345292 0.0302189 0.0293867 0.0408711 0.0336679 0.0326898 0.0290242 0.029608 0.0288978 0.0482661 0.0283506 0.0282742 0.0298446 0.0276517 0.0324237 0.0378796 0.0324661 0.0301574
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.085655000000000009 -0.14601999999999996 0.082620000000000013 0.080810000000000007 0.041630000000000007 -0.069389999999999993 0.10334500000000001 -0.054224999999999995 -0.087819999999999981 0.085875000000000021 -0.49405499999999997 0.084895000000000012 0.077290000000000011 0.086705000000000018 0.091325000000000003 0.086715000000000014 0.042785000000000004 0.10542000000000001 -0.064794999999999978 -0.075329999999999994 0.12118000000000002 -0.016249999999999997 0.088575000000000015 0.10820000000000002 0.12992500000000004 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 18 5 -1 10 8 9 -8 14 -11 -13 -14 -7 16 20 -18 19 23 21 -16 -22 -2 25 -25 27 28 -27 -28
right_child=3 -3 -4 -5 -6 6 7 -9 -10 11 -12 12 13 -15 15 -17 17 -19 -20 -21 22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.0069615391872447129 -0.00097994135160531324 0.0014007189263643902 -0.0005673756294013204 -0.0018644920453274002 0.0015815657863934196 0.0068789079314624168 0.0076142125825684236 0.0079320317755142856 -0.00054793634335510439 0.00023026133219347054 0.0010719166835770012 0.0076538132193187877 0.00022912515914472547 0.0040546518642213866 0.005449603257630671 0.0017448565569903815 0.0095276424189149923 0.0047013136917603733 0.0060655292794267145 -0.0011468882829396298 0.007399514476182284 0.00050612646620720628 0.0039997971132671312 0.0010715088654388587 -0.00042224536882713438 0.0061994503268265524 0.0035170175185751011 0.00044004374416545033 0.0027272199596970891 -0.00060063481475387164
leaf_weight=130 21 73 23 24 31 115 26 27 24 23 20 24 23 202 1583 33 36 23 22 23 27 20 268 53 26 87 46 20 39 29
leaf_count=130 21 73 23 24 31 115 26 27 24 23 20 24 23 202 1583 33 36 23 22 23 27 20 268 53 26 87 46 20 39 29
internal_value=0 0.0050111 0.00511025 0.00227289 0.00515981 0.00520241 0.00510997 0.00404665 0.00372086 0.00406465 0.00528461 0.00372536 0.0040482 0.0036636 0.00532464 0.00523482 0.00529366 0.00764619 0.00254419 0.00231899 0.00522054 0.00538793 0.00431096 0.00256733 0.00281564 0.00312288 0.00361484 0.00448298 0.00512471 0.00192486
internal_weight=0 2731 2658 390 2635 2604 2474 349 322 298 2125 272 249 225 2105 1990 1957 59 366 344 1898 1603 295 321 300 274 221 146 126 75
internal_count=3121 2731 2658 390 2635 2604 2474 349 322 298 2125 272 249 225 2105 1990 1957 59 366 344 1898 1603 295 321 300 274 221 146 126 75
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 2 4 1 2 47 14 457 1 2 43 2 1 2 1 1 1 15 16 15 13 16 52 4 1429 133
split_gain=9.65924 1.15855 1.05761 0.966476 0.806967 0.500579 0.413988 0.375465 0.31835 0.239877 0.198723 0.157996 0.236077 0.156657 0.143933 0.147328 0.131384 0.140883 0.103637 0.103593 0.108573 0.096727 0.0846765 0.0821572 0.0772198 0.145648 0.0706481 0.0696042 0.0696643 0.151451
threshold=0.10752500000000002 0.13559000000000002 0.27834500000000006 0.085055000000000006 -0.010834999999999999 0.13754500000000003 0.40124500000000002 0.09253500000000002 0.091265000000000013 0.13082500000000002 0.062655000000000016 0.080930000000000016 0.084525000000000003 0.092120000000000021 -0.025214999999999998 0.11177500000000001 0.086920000000000011 0.087675000000000017 0.16540500000000002 1.0000000180025095e-35 0.089770000000000016 -0.028889999999999996 -0.090344999999999995 -0.0088349999999999974 -0.0075049999999999987 -0.50690499999999983 0.31359500000000001 -0.50940999999999981 0.084770000000000012 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 8 -5 13 10 18 16 19 -13 -1 -2 -16 26 -18 -3 -10 -21 -15 -9 24 -17 -26 27 -6 -29 -30
right_child=1 9 -4 6 5 -7 -8 22 11 -11 -12 12 -14 21 15 23 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00067379939814213828 0.0002305447831222938 0.00015724985273847639 0.00031398973657061546 0.00054189368270245099 0.0007316605731441416 0.00036315077952310152 0.00029937619108033077 0.00046666365774238809 0.00055501240248420289 0.00034029610907352709 0.00071656899481062212 0.00059112648315289441 0.00028985563848240702 0.00053777715652049657 0.00044306628889086727 0.00025369377222423458 0.00058376665035931284 0.00041891924487331218 1.2194100060166521e-05 0.00070034906158552451 0.00058120062791575729 0.00037496866137884995 0.00032022188968638786 0.00017650114189760355 0.00023604596709357758 0.000450666331739685 0.00053271057274711779 0.00062195979046906168 0.00042327301918716569 0.00062493933752243277
leaf_weight=24 116 136 59 109 21 37 36 20 571 26 64 20 20 47 31 43 392 21 22 40 111 20 63 20 20 31 37 901 22 41
leaf_count=24 116 136 59 109 21 37 36 20 571 26 64 20 20 47 31 43 392 21 22 40 111 20 63 20 20 31 37 901 22 41
internal_value=0 0.000294838 0.000573435 0.000353332 0.000579627 0.000589376 0.000481682 0.000450881 0.000593078 0.000165771 0.000609666 0.000560445 0.000440491 0.000537869 0.000282026 0.00032321 0.000604898 0.000575385 0.000137052 0.00056709 0.000612763 0.000489178 0.000355509 0.000290618 0.000314898 0.000366501 0.000616825 0.000619985 0.000617552 0.000554516
internal_weight=0 590 2531 406 2472 2298 145 174 2261 184 1499 762 40 91 261 145 1435 413 158 722 151 67 83 114 94 51 1022 985 964 63
internal_count=3121 590 2531 406 2472 2298 145 174 2261 184 1499 762 40 91 261 145 1435 413 158 722 151 67 83 114 94 51 1022 985 964 63
is_linear=0
shrinkage=0.00196078


Tree=8444
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 16 14 2 2 34 2 13 150 16 1 2 12 15 3 151 1 4 16 1 31 4 15
split_gain=8.86532 1.5197 0.901697 0.833381 0.489835 0.351729 0.319938 0.297729 0.255343 0.229555 0.202179 0.182805 0.168602 0.158713 0.116148 0.114916 0.109554 0.106257 0.187876 0.0961427 0.0915292 0.142265 0.0909749 0.0859455 0.0857417 0.0843749 0.108073 0.0804258 0.0759907 0.0739341
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.085505000000000012 0.40473500000000007 0.09253500000000002 -0.061854999999999993 0.062655000000000016 0.14285500000000004 0.13754500000000003 -1.0000000180025095e-35 -0.090999999999999984 -0.016469999999999995 1.0000000180025095e-35 0.10246000000000001 0.089625000000000024 0.090425000000000019 0.08815000000000002 -0.41942499999999994 0.31534000000000006 -0.088784999999999989 0.10325000000000002 -0.50690499999999983 -0.0094449999999999968 0.11392000000000001 -0.08076499999999999 0.022185000000000003 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 9 11 -4 -5 -7 13 15 12 27 -1 -14 23 22 19 -19 24 -13 -22 -2 28 -15 26 -24 -3 -6 -28
right_child=1 5 6 7 10 8 -8 -9 -10 -11 -12 20 14 17 -16 -17 -18 18 -20 -21 21 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00047822794229549203 0.00045808539999758497 0.00026461840844621846 0.00061423939232732735 0.00059634483359741197 0.00061247490983479128 0.00026889044119306416 0.00039414889384608936 0.00036866913418874835 0.00049627730371178808 0.00075376423285318723 0.0004425489785484014 0.00023661805741379365 0.00026698912901867094 0.00076712301869244612 0.00042603734290435827 0.00047275175930919987 0.0005137791506507818 0.00062637053633878307 0.00044204518135449665 0.0006336141621069198 0.00018704705723561813 -1.0149800152237295e-05 0.00041692132862353144 0.00071492328134644052 0.00066211690928614814 0.00027899707371559885 0.0003660341223974348 8.8774399174486882e-05 0.00055529599484279519 0.00020746108781382003
leaf_weight=22 32 20 123 34 244 39 32 63 37 76 39 40 41 31 31 30 20 281 23 601 39 22 78 23 840 53 26 20 141 20
leaf_count=22 32 20 123 34 244 39 32 63 37 76 39 40 41 31 31 30 20 281 23 601 39 22 78 23 840 53 26 20 141 20
internal_value=0 0.000372479 0.000453311 0.000626582 0.000633931 0.000265075 0.000568801 0.000448473 0.000379592 0.00064821 0.000577832 0.000224215 0.000278764 0.000643748 0.000335468 0.000589878 0.00037514 0.000645799 0.000612425 0.000652691 0.000163725 0.000115927 0.000361873 0.00059849 0.000665854 0.000344479 0.000372468 0.000176696 0.000591534 0.000297089
internal_weight=0 673 384 2448 2351 289 155 97 76 1874 477 213 112 1798 72 438 229 1776 304 1472 101 61 209 408 871 177 124 40 385 46
internal_count=3121 673 384 2448 2351 289 155 97 76 1874 477 213 112 1798 72 438 229 1776 304 1472 101 61 209 408 871 177 124 40 385 46
is_linear=0
shrinkage=0.00196078


Tree=8445
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 1 2 4 2 2 0 47 1 15 4 4 0 3 160 475 150 3 52 50 43 47 3 1
split_gain=8.06143 1.30855 0.902382 0.679777 0.457497 0.449507 0.275961 0.241319 0.230752 0.21068 0.233553 0.202499 0.161779 0.303257 0.256038 0.15093 0.148381 0.129951 0.156939 0.109286 0.103024 0.0906233 0.0998762 0.0798135 0.0743783 0.0698066 0.0677338 0.0672655 0.0690314 0.0645631
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.098630000000000009 0.088105000000000003 0.062655000000000016 0.077845000000000011 0.15109000000000003 0.42051500000000003 0.14285500000000004 0.11474000000000002 -0.10607499999999999 0.078875000000000015 0.083135000000000014 -0.41396999999999995 0.0061450000000000003 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.085130000000000011 -0.066784999999999983 1.0000000180025095e-35 -0.13927999999999999 0.039215000000000007 0.086295000000000011 -0.080324999999999994 0.090100000000000013 1.0000000180025095e-35 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 27 12 -5 21 10 -4 29 13 14 -1 -11 17 -14 -19 -20 -16 -6 23 -23 -25 -12 -9 28 -3 -7
right_child=1 2 9 7 8 11 -8 26 -10 15 25 -13 16 -15 20 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00053702674916326118 0.0005410535722994653 0.00023466464474561715 0.00031255908787456642 0.00053004133371578881 0.00056808922605613966 0.00054130237416734448 0.00067354381167098213 0.00035346197020284841 0.0002888323737431864 0.00016495044817965403 9.0559823940708939e-05 0.00029199431323043184 0.00071653300473669996 0.00066867258558408723 0.00027749684920897431 1.4221300805062843e-05 0.00048880540026657274 0.00057016961385832142 0.00039379711566018123 0.00053027334450150008 0.00044548981446845858 0.00057913514438505257 0.00037289690348057963 0.00045778414803750622 0.00051705874560815609 0.0002357745007954209 0.00021805400467094253 0.00036805114388128047 0.00030945110885475629 0.0004265705036111198
leaf_weight=57 74 98 73 28 63 44 76 49 21 113 35 26 21 29 32 33 110 1268 25 231 25 40 27 169 157 20 20 32 92 33
leaf_count=57 74 98 73 28 63 44 76 49 21 113 35 26 21 29 32 33 110 1268 25 231 25 40 27 169 157 20 20 32 92 33
internal_value=0 0.000295065 0.000264676 0.000537374 0.000544011 0.000334555 0.000557811 0.000376514 0.000489796 0.000181791 0.000239859 0.000441611 0.000552919 0.000489645 0.000444102 0.000130882 0.000558386 0.00056334 0.000561229 0.000516946 0.000351178 0.00049905 0.000487983 0.000496473 0.000486331 0.000143365 0.000314213 0.000284884 0.000270877 0.000492132
internal_weight=0 673 599 2448 2351 325 1874 97 477 274 128 103 1798 143 114 146 1655 1545 1524 256 57 456 393 366 326 55 69 222 190 77
internal_count=3121 673 599 2448 2351 325 1874 97 477 274 128 103 1798 143 114 146 1655 1545 1524 256 57 456 393 366 326 55 69 222 190 77
is_linear=0
shrinkage=0.00196078


Tree=8446
num_leaves=31
num_cat=0
split_feature=1 2 0 124 51 1 2 13 149 1424 0 11 4 0 4 158 16 4 42 148 4 133 403 43 457 3 48 13 51 3
split_gain=0.336486 0.0889522 0.0552577 0.0455537 0.0406321 0.0519747 0.0396717 0.0438482 0.0363842 0.031372 0.0339613 0.0509067 0.0480346 0.0506301 0.0549526 0.0351891 0.0330599 0.0326759 0.0311638 0.0301426 0.0283424 0.0280869 0.0269965 0.0265143 0.0382824 0.0454014 0.0369473 0.0249291 0.0232883 0.0305167
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -0.083859999999999976 -0.40274499999999996 0.16773500000000005 0.15361500000000003 -0.11122999999999998 0.078320000000000015 1.0000000180025095e-35 -0.075934999999999989 0.079300000000000009 -0.17966999999999997 -0.060129999999999996 -0.04890499999999999 0.07968500000000002 0.18438500000000005 -0.085594999999999991 -0.0060199999999999993 -0.066239999999999979 0.24564500000000003 0.11224500000000003 -0.53101999999999994 -0.04890499999999999 0.083415000000000017 0.11658 0.085485000000000019 -0.0095349999999999983 -0.090529999999999985 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 18 -2 19 7 -4 9 10 15 12 16 -14 -15 17 -12 -5 -1 -6 22 -9 -19 26 25 -25 -3 -20 -24 -30
right_child=4 2 6 8 5 -7 -8 21 -10 -11 11 -13 13 14 -16 -17 -18 20 27 -21 -22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=0.0069290155345307931 0.0064751526651283106 -0.0021690498795942405 0.0019292544120231249 0.0071519596800467908 -0.00087396483698588183 -0.0026010985730127211 0.0010791808917102489 0.0060751537782769201 0.0094148236623203211 0.010008608708158137 0.0099034113147562115 0.00070293885073624551 0.0054507175503838989 -0.0021499880954797845 0.0048222338780760767 0.0075838123159037958 0.005843888159762038 0.0030107512519950228 0.0041090317166355608 0.0028108318248799865 0.0022192628732660698 0.0037278859964620403 0.0043515670814304038 0.008113789933943941 0.00096776497395088281 0.0030684460531033224 0.0032779511021958155 -0.00021109093001789667 0.0061918730757076438 0.002430233240804889
leaf_weight=21 24 20 33 233 24 21 22 339 33 20 35 24 212 20 26 170 47 31 34 296 21 60 80 31 30 42 33 22 1095 22
leaf_count=21 24 20 33 233 24 21 22 339 33 20 35 24 212 20 26 170 47 31 34 296 21 60 80 31 30 42 33 22 1095 22
internal_value=0 0.00572917 0.00466358 0.00603206 0.00249811 0.00221821 0.00522149 0.00543244 0.00612094 0.00606755 0.00602846 0.00515407 0.00546827 0.00479818 0.00179083 0.00622112 0.00757661 0.0060648 0.0036438 0.00253447 0.00586199 0.00572218 0.00592429 0.00303991 0.0039751 0.00521099 0.00122248 0.00241184 0.00599974 0.00611779
internal_weight=0 2756 610 2146 365 341 454 432 2069 2036 2016 364 340 258 46 1652 82 1482 77 320 1249 399 1228 156 103 73 53 56 1197 1117
internal_count=3121 2756 610 2146 365 341 454 432 2069 2036 2016 364 340 258 46 1652 82 1482 77 320 1249 399 1228 156 103 73 53 56 1197 1117
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=31
num_cat=0
split_feature=1 2 0 14 124 9 14 11 2 13 2 34 0 0 2 0 43 52 1429 15 31 4 16 51 455 1 0 3 51 13
split_gain=0.272553 0.0720513 0.0447587 0.0406666 0.0460511 0.0368049 0.0327242 0.0329036 0.032134 0.0355171 0.030761 0.0504818 0.0284232 0.0538476 0.0492008 0.0324184 0.026743 0.0249749 0.0247792 0.0241587 0.0241021 0.0238694 0.0276928 0.0268462 0.0225369 0.0226699 0.0523372 0.0860384 0.043532 0.0397391
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -1.0000000180025095e-35 -0.083859999999999976 0.099965000000000012 0.076175000000000007 0.082485000000000017 0.15361500000000003 -0.11122999999999998 0.13404500000000005 -0.021334999999999996 -0.10474999999999998 -0.080434999999999993 0.31358000000000003 -0.14051499999999997 -0.085594999999999991 0.081010000000000013 -0.092414999999999983 -0.08730499999999998 -0.077289999999999984 -0.0083799999999999986 -0.45661999999999997 -0.43017499999999992 0.092320000000000013 0.080270000000000022 -0.10474999999999998 -0.078084999999999988 0.11144500000000002 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 -1 16 10 7 18 9 -4 11 20 15 -14 -15 -12 -5 -3 -6 -18 -2 -11 -23 -24 25 28 27 -27 -20 -30
right_child=5 2 8 4 6 -7 -8 -9 -10 21 12 -13 13 14 -16 -17 19 -19 24 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0092853050256423934 0.0027934894485112569 0.0022507066543766998 0.0017363289642768603 0.0060527561866911134 0.008496114231037119 -0.00093676160992772295 0.0074133008611893441 0.0015405380235857923 0.00097126270411536104 0.0059023786202909304 0.0014935745953999716 0.0047205571082096351 -0.0037790463749496715 0.0028498604841788403 -0.0026753740338608624 0.0066526496073319799 0.003394353313042837 0.0060353898128960286 0.005720972269220902 -0.00098570033442229037 -0.0018239886965602638 0.0065289358277287757 0.0056158579543841127 0.0027586845801997697 0.008727342020720244 -0.0031807972257956864 0.0052260090679111994 0.0043062112398205721 0.0049202459784665788 -0.00042024622777138247
leaf_weight=27 26 136 33 20 26 33 83 22 22 205 29 112 21 83 20 21 34 20 1222 20 20 45 49 100 20 20 526 66 38 22
leaf_count=27 26 136 33 20 26 33 83 22 22 205 29 112 21 83 20 21 34 20 1222 20 20 45 49 100 20 20 526 66 38 22
internal_value=0 0.00515625 0.00419722 0.00542885 0.00537972 0.0022483 0.0054684 0.00538612 0.00469934 0.0048892 0.00256489 0.00357502 0.00164765 0.000836056 0.001777 0.00366039 0.00292904 0.00273592 0.00542973 0.00177211 0.00078589 0.00514996 0.00435488 0.00369829 0.00538807 0.00535281 0.00485208 0.00256505 0.00559185 0.00296207
internal_weight=0 2756 610 2146 2119 365 2045 1962 454 432 332 158 174 124 103 50 74 156 1940 54 46 399 194 149 1914 1894 612 86 1282 60
internal_count=3121 2756 610 2146 2119 365 2045 1962 454 432 332 158 174 124 103 50 74 156 1940 54 46 399 194 149 1914 1894 612 86 1282 60
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 3 4 44 2 0 4 4 11 52 2 0 0 43 11 3 4 15 2 0 0 1 15 10
split_gain=6.45923 0.778721 0.71943 0.55463 0.417261 0.300595 0.290351 0.217974 0.210585 0.153101 0.143359 0.142362 0.1368 0.125288 0.112642 0.107615 0.179422 0.123378 0.104258 0.124049 0.0966476 0.0922283 0.0909168 0.177868 0.080054 0.0767954 0.0745212 0.0680907 0.0656685 0.0662999
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.10803500000000001 0.091475000000000015 -0.022174999999999997 -0.17966999999999997 0.094585000000000016 0.14960000000000004 -0.23194499999999998 0.033845000000000007 0.42051500000000003 1.0000000180025095e-35 0.08257500000000001 0.10381000000000001 -0.068189999999999987 -0.066089999999999996 -0.11180499999999999 0.080150000000000013 -0.065229999999999996 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.10011499999999998 -0.13027499999999997 0.096255000000000021 -0.40580499999999992 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 7 14 -3 -6 10 13 -1 18 -5 26 16 17 27 25 -20 -16 -21 24 -24 -13 -8 -4 -10 -12 -30
right_child=1 3 6 9 8 -7 12 -9 15 -11 28 22 -14 -15 20 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00062333835478134967 0.00048399543695904726 0.00045155529112523489 0.0003955859998736729 0.00025283685398267856 0.00050115309594402882 0.00024435510825005858 0.00059595289640128617 0.00026503361165973037 0.00044067395018453168 0.00032778797999485904 0.00016224904324635208 0.00054998912709465942 0.00041702777742421798 0.00014532892449354984 0.00066043768506487271 0.00045623884215924401 0.00022407127990162158 0.00023858814736790279 0.00032187461832157373 0.00049228234106384473 0.00052824752116301913 0.00038957203667289175 0.00046718664375067497 0.00028191494766268376 0.00040401666909091032 0.00049027574489667828 0.00051345231463547215 0.00032923829923894713 0.00011928125993756492 -2.3634153555904491e-05
leaf_weight=22 52 63 21 70 31 162 28 39 49 22 29 52 156 103 37 22 60 26 28 118 50 47 76 27 20 474 1150 37 24 26
leaf_count=22 52 63 21 70 31 162 28 39 49 22 29 52 156 103 37 22 60 26 28 118 50 47 76 27 20 474 1150 37 24 26
internal_value=0 0.000254864 0.000482686 0.000232718 0.000408783 0.000296855 0.000497473 0.000380238 0.000351091 0.000170921 0.000157226 0.000474676 0.000469501 0.000188829 0.000516396 0.000327112 0.000310595 0.000356948 0.000481279 0.000442548 0.000584466 0.000463025 0.000455987 0.00041862 0.000509441 0.00049617 0.000511339 0.000392731 8.80188e-05 4.49652e-05
internal_weight=0 590 2531 538 422 264 2109 102 225 274 252 197 851 173 1258 194 172 112 695 193 87 165 175 103 72 502 1171 86 79 50
internal_count=3121 590 2531 538 422 264 2109 102 225 274 252 197 851 173 1258 194 172 112 695 193 87 165 175 103 72 502 1171 86 79 50
is_linear=0
shrinkage=0.00196078


Tree=8449
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 132 15 3 3 48 52 43 1 9 15 34 2 4 4 12 12 0 43 2 41 15 3 16 42
split_gain=0.253479 0.0673104 0.0470484 0.0453439 0.0441209 0.0358988 0.0352572 0.0435749 0.0334277 0.0325041 0.0312145 0.0346582 0.0318849 0.0309464 0.0308078 0.0295185 0.0290727 0.0369745 0.028418 0.0261086 0.0239859 0.0526736 0.030913 0.0304606 0.0345088 0.0248395 0.0270676 0.0267134 0.0284871 0.0306434
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.12178000000000001 -0.11171999999999999 0.083685000000000009 0.048520000000000008 -0.085474999999999982 0.13820500000000002 0.081890000000000004 -1.0000000180025095e-35 -0.038779999999999995 0.116525 0.40124500000000002 -0.04890499999999999 0.08598500000000002 0.085885000000000017 -0.14920999999999998 -0.0017249999999999998 0.084755000000000011 0.077565000000000009 0.13592500000000005 -0.14186499999999996 -0.066924999999999985 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 16 7 -7 9 -6 11 15 -12 -9 18 -4 -2 -18 20 -19 21 22 -3 -24 -25 26 27 -22 -29 -30
right_child=5 14 3 -5 8 6 -8 13 -10 -11 12 -13 -14 -15 -16 -17 17 19 -20 -21 25 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00043534378561636681 0.00012844341926629077 0.0086480030174096757 0.0016073074334833238 0.008101173717295752 0.0014204816209435788 0.002679879679767923 0.0033805041341111067 -7.9448498436249796e-05 0.0023614639614866714 0.0053371809710762346 0.0067352189566008752 0.0041907149535189902 0.0025050219300450111 -0.0056423930497840049 0.0084602353725068535 -0.0031350864452265557 0.0047543133317631556 0.0054463673593653818 0.001955168996937573 0.0016421074319623585 0.0067624955745317896 0.010391618782887236 0.0057391217215060847 0.0056865216090550858 0.001307990909036663 0.0023169866028624575 0.002552498506790981 0.0054516279396016236 0.004727345740599684 0.0017272130270309088
leaf_weight=23 37 31 35 28 23 22 28 20 56 269 28 27 49 20 29 21 89 21 27 128 97 24 383 36 36 33 41 797 627 36
leaf_count=23 37 31 35 28 23 22 28 20 56 269 28 27 49 20 29 21 89 21 27 128 97 24 383 36 36 33 41 797 627 36
internal_value=0 0.00497318 0.00399344 0.00418349 0.00396755 0.00216883 0.000435274 -0.00089483 0.00459947 0.00502867 0.00259313 0.00124781 0.00404328 -0.00286092 0.00522247 -0.00017109 0.00273618 0.00314159 0.00517916 0.00217828 0.00521981 0.00581838 0.00559254 0.00538436 0.00349726 0.00503265 0.00508873 0.00515551 0.00504875 0.00456444
internal_weight=0 2756 559 536 508 365 90 62 348 292 160 83 77 40 2197 56 275 238 2168 149 2141 510 486 455 72 1631 1598 1557 1460 663
internal_count=3121 2756 559 536 508 365 90 62 348 292 160 83 77 40 2197 56 275 238 2168 149 2141 510 486 455 72 1631 1598 1557 1460 663
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=31
num_cat=0
split_feature=4 3 2 3 10 123 14 1 4 0 3 0 1447 1212 16 1209 403 403 403 157 130 11 160 149 1 1 4 43 4 52
split_gain=0.214041 0.07408 0.0576932 0.0363646 0.035554 0.0342985 0.0385817 0.0289332 0.0249604 0.0377165 0.0389775 0.0281684 0.0490544 0.0295893 0.0315442 0.0271381 0.0333684 0.0371841 0.0553374 0.0264798 0.0287697 0.0272925 0.0251449 0.0247273 0.0250192 0.0250797 0.0233845 0.0288307 0.0572784 0.0322831
threshold=0.26790000000000008 0.20828500000000003 0.17025000000000004 0.63141500000000017 -0.15282499999999996 1.0000000180025095e-35 -0.10708499999999999 0.11146500000000002 -0.082249999999999976 -0.019414999999999998 0.10893000000000001 -0.087519999999999987 -0.085804999999999979 0.089995000000000019 -0.079734999999999986 0.087170000000000011 -0.5335399999999999 -0.23730999999999999 -0.09551999999999998 -0.051074999999999988 -0.073054999999999981 0.088065000000000018 -0.54913999999999985 0.07770500000000001 0.086920000000000011 0.104035 -0.50052499999999989 -0.0051099999999999991 -0.27825499999999997 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 -7 11 10 22 -8 -13 15 -15 16 -14 -18 -19 -20 -21 26 -10 24 -6 -26 -22 -28 29 -29
right_child=3 -3 -4 -5 23 7 8 -9 9 -11 -12 12 13 14 -16 -17 17 18 19 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0082084935849472389 -0.0011158105381764473 0.0013447275872849414 -0.00041323042393702529 -0.0022029388067312541 0.0049600060206527515 0.0039058660754731308 0.0066860628754161905 0.00056090389998109244 0.0070862224018828079 0.00060432848427444705 0.00081473681659969914 0.0005661074947565795 0.0091790833976119757 0.0045558232281150092 -0.00021721986588090658 0.008501215911327074 0.0015411771597051672 0.010125765125055544 0.006949343948508613 0.0081356988965787681 0.0065143093331962044 0.0015775479815220612 0.0045179686119688712 0.0053798535614515905 -0.0014915528357960285 0.0021885333833968619 0.0051051273288154238 0.0025073883333243431 0.00022302089952105699 0.0080585795412348084
leaf_weight=31 30 73 23 20 30 108 104 34 39 25 28 25 20 45 20 26 29 22 58 22 57 31 1693 27 20 250 146 20 43 22
leaf_count=31 30 73 23 20 30 108 104 34 39 25 28 25 20 45 20 26 29 22 58 22 57 31 1693 27 20 250 146 20 43 22
internal_value=0 0.00448765 0.00457355 0.00194649 0.00217895 0.00461687 0.00470254 0.00310496 0.00465862 0.00446118 0.00451596 0.0051694 0.00490023 0.00509338 0.00308719 0.00535628 0.00518231 0.00500467 0.00524325 0.00497404 0.00463806 0.00439685 0.0045758 0.00248122 0.00222034 0.00191593 0.00470031 0.00425271 0.00278855 0.00541516
internal_weight=0 2744 2671 377 357 2648 2506 142 2475 1785 1760 690 586 561 65 496 470 450 421 399 341 319 1732 327 300 270 288 231 85 42
internal_count=3121 2744 2671 377 357 2648 2506 142 2475 1785 1760 690 586 561 65 496 470 450 421 399 341 319 1732 327 300 270 288 231 85 42
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=31
num_cat=0
split_feature=4 3 2 3 15 39 2 10 3 1375 48 1213 43 1212 0 4 13 151 1453 42 13 12 402 16 1212 401 15 4 16 132
split_gain=0.173734 0.0602541 0.046863 0.0299769 0.0298372 0.042205 0.037046 0.0293106 0.0283733 0.0261297 0.0258257 0.0251529 0.0284788 0.0277483 0.0296419 0.0258231 0.0332638 0.0355067 0.0370089 0.0330159 0.0315879 0.0358194 0.0332009 0.0326178 0.0242379 0.0241881 0.075951 0.0383085 0.0305931 0.0237322
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.63141500000000017 -0.14601999999999996 0.085425000000000015 -0.033169999999999991 -0.15282499999999996 -0.028564999999999997 -0.16449999999999998 -0.098424999999999985 0.12389500000000002 -0.0098449999999999979 0.11473500000000002 -0.07403499999999999 -0.082249999999999976 -0.066634999999999986 -0.086944999999999981 -0.057274999999999993 -0.035074999999999988 -0.051094999999999995 0.097575000000000009 0.0043800000000000011 -0.078844999999999985 0.099400000000000002 0.080190000000000011 0.084655000000000022 -0.52556499999999995 -0.091744999999999979 0.082230000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 9 -7 -2 -8 -6 -11 13 -13 15 -15 25 -17 19 -19 -18 21 -20 29 -24 -14 27 -27 -12 -29 -22
right_child=3 -3 -4 -5 5 6 8 -9 -10 10 11 12 24 14 -16 16 17 18 20 -21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00560972130831538 -0.001004229406050096 0.0012102547824089354 -0.0003719074196060715 -0.0019826448103412988 0.001620777880247587 -0.00089380253533211855 -0.00025563983712345361 0.0022564893144889912 0.0038571281278004439 0.0073055731339587114 0.0080632837075326185 0.007910594450751025 0.001573708251817152 -0.00063049284555017954 0.0044657748464184506 0.0043389009095388285 0.0034508149153015654 -0.00050099213563260575 -0.0010521457668531823 -0.0015418334286315021 0.0040954188770248407 0.0035746456089493055 0.0092028813963027107 0.0045180375865172774 0.0059376562785889431 -0.0022258422093000265 0.0053874748881514133 0.0068064742015491496 0.0044306073965741429 0.0020666105215371186
leaf_weight=135 30 73 23 20 39 27 20 340 104 27 36 38 20 25 21 896 26 21 27 27 327 44 23 42 35 20 38 61 486 70
leaf_count=135 30 73 23 20 39 27 20 340 104 27 36 38 20 25 21 896 26 21 27 27 327 44 23 42 35 20 38 61 486 70
internal_value=0 0.00404457 0.00412241 0.00178827 0.00416164 0.00408345 0.00246289 0.00199211 0.00319378 0.00418762 0.00423096 0.00419459 0.00580532 0.00412619 0.00169606 0.00417833 0.00395169 0.00338013 0.00361669 0.00090739 0.00377892 0.00181516 0.00408071 0.00617575 0.00435077 0.00470976 0.00276219 0.00490351 0.00469556 0.00373769
internal_weight=0 2731 2658 390 2635 2500 151 370 124 2349 2310 2283 93 2190 46 2144 1503 607 554 53 533 71 462 65 55 641 58 583 547 397
internal_count=3121 2731 2658 390 2635 2500 151 370 124 2349 2310 2283 93 2190 46 2144 1503 607 554 53 533 71 462 65 55 641 58 583 547 397
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 48 40 52 159 147 11 49 0 15 0 0 11 4 0 12 1446 42 480 0 403 51 0 4 0 0
split_gain=0.140748 0.0486146 0.039198 0.0445296 0.0300855 0.031303 0.0280032 0.0278931 0.0352007 0.0331064 0.0344205 0.0341103 0.0309298 0.0468395 0.0381591 0.0242733 0.0238998 0.0219023 0.0329156 0.0276068 0.0270148 0.0255873 0.045326 0.0413003 0.0901541 0.0298644 0.0239955 0.0457386 0.0539602 0.0351446
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.081805000000000017 0.14871000000000004 0.051255000000000002 0.039215000000000007 0.10620500000000001 0.096620000000000011 0.078065000000000009 -0.015259999999999998 -0.11173999999999999 -0.41942499999999994 -0.15931499999999996 -0.010949999999999998 0.090920000000000015 -0.082249999999999976 -0.010949999999999998 0.11650500000000001 0.091180000000000011 0.085730000000000015 0.086995000000000017 -0.085669999999999982 -0.0076149999999999994 -0.18912999999999996 -0.10836499999999999 0.0033150000000000007 -0.14649999999999996 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 17 9 -9 10 11 -2 14 15 -13 -14 -12 19 26 20 21 25 23 24 -23 -4 27 28 -19 -29
right_child=7 -3 4 -5 -6 -7 -8 8 -10 -11 16 12 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0025806418702164335 -0.0026607251348527705 0.0010892293368121738 0.0077991588972508913 0.0035591478468160391 0.0065499874315910825 -0.0002252421993762255 0.0008066504298767541 0.0041712998499462304 0.00019358157878741623 0.0041736187708253667 0.0057124452199786907 0.0001342211388340541 -0.00010296925955282694 -0.0031596871411877789 0.0054100963412425842 0.003905807448672536 0.0011143885552883149 0.0022875624284633017 5.8474193792790185e-08 0.00060413354338379583 0.00084479584447329963 0.013152744394513624 0.0016085207506659487 0.0046478245196340138 0.0045721926894038917 0.0040356784181842026 0.0037915271922687936 0.007258403692394496 -0.0034645786841533016 0.003108220792175318
leaf_weight=21 37 73 22 27 38 20 32 73 32 30 20 29 44 37 26 23 26 73 25 20 21 24 21 48 25 507 1590 25 21 111
leaf_count=21 37 73 22 27 38 20 32 73 32 30 20 29 44 37 26 23 26 73 25 20 21 24 21 48 25 507 1590 25 21 111
internal_value=0 0.00363528 0.00370486 0.00087299 0.00375668 0.00371562 0.00374635 0.00157463 0.00295904 0.0010402 0.000651759 7.39928e-05 0.000710374 -0.000303899 0.00262827 0.00127318 0.00311354 0.00378349 0.00360392 0.00426503 0.00437464 0.00448921 0.00582072 0.00673264 0.00877491 0.00419219 0.00365343 0.00269873 0.00100251 0.00387112
internal_weight=0 2744 2671 48 2623 2585 2565 377 105 272 242 196 159 104 55 67 46 2533 1845 688 668 647 118 97 49 529 1820 230 94 136
internal_count=3121 2744 2671 48 2623 2585 2565 377 105 272 242 196 159 104 55 67 46 2533 1845 688 668 647 118 97 49 529 1820 230 94 136
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=31
num_cat=0
split_feature=4 123 2 52 159 15 11 48 15 50 3 160 3 3 49 3 11 43 1213 1212 13 0 0 2 2 133 484 1 3 3
split_gain=0.114252 0.0407134 0.0406851 0.0250694 0.0290882 0.0238997 0.0420117 0.0373163 0.0366611 0.0342394 0.0329469 0.0320886 0.0318179 0.0521524 0.0248688 0.0230664 0.0208053 0.0266662 0.0208169 0.0230965 0.0237498 0.0199438 0.0315714 0.0464219 0.0338591 0.0273901 0.0456678 0.0351518 0.0419275 0.0358136
threshold=0.26450500000000005 0.11135500000000001 0.17025000000000004 0.039215000000000007 0.10620500000000001 -0.11713499999999999 1.0000000180025095e-35 0.092475000000000016 -0.094329999999999983 0.077805000000000013 -0.082484999999999989 -0.23686999999999997 0.10732000000000001 0.13524500000000003 0.09567500000000001 0.42240500000000009 0.10334500000000001 -0.53814999999999991 0.12389500000000002 0.11473500000000002 -0.06884499999999999 -0.084044999999999995 -0.084509999999999988 0.08622500000000001 0.085730000000000015 0.087575000000000014 -0.084899999999999989 0.079415000000000013 -0.055119999999999995 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 15 -5 6 14 8 9 10 -7 -9 16 -14 -1 -2 17 -10 19 21 -21 22 24 -24 -19 26 -26 28 -28 -29
right_child=3 -3 -4 4 -6 7 -8 11 12 -11 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.0049453655206814374 0.0012134792813640162 -0.0010081392543559726 -0.0001786254600367763 0.0037480330600143893 0.00017422345335944557 -0.0025800676294602458 0.0087827547779306767 -0.0014049382784869524 0.0069713561755159626 0.005335797726824556 0.0018814787819186069 0.0024350457313110901 -0.0029439495480619374 0.0032147053888448604 0.0024290608188356133 -0.0020925582091718834 0.00042181244616152811 0.0044869399577793156 0.0050431924734756434 -0.00091114018377993491 0.0035857154825783295 0.003273253965823412 0.0032179629287301479 0.0096432468013675984 0.0071041919770376653 0.0018491240409923072 0.0032941232004176668 -0.0024059860152192414 0.0081845610309392216 0.0029269499702101768
leaf_weight=97 256 22 33 79 32 20 20 25 23 23 96 168 20 44 66 23 21 342 89 24 23 1162 22 23 34 118 142 20 20 34
leaf_count=97 256 22 33 79 32 20 20 25 23 23 96 168 20 44 66 23 21 342 89 24 23 1162 22 23 34 118 142 20 20 34
internal_value=0 0.00327637 0.00331116 0.00144665 0.00271775 0.0033542 0.00445723 0.00327323 0.0033853 0.00181111 0.00111225 0.00193764 0.00348656 0.00129013 0.00392649 0.000940939 0.00355359 0.00358527 0.00354734 0.00347955 0.00128945 0.00353325 0.0039334 0.006502 0.0037706 0.00310487 0.00369758 0.00316136 0.00389788 0.000951788
internal_weight=0 2731 2709 390 111 2676 183 2493 2300 139 116 193 2161 64 163 279 2097 2076 2053 1964 47 1917 755 45 710 368 250 216 162 54
internal_count=3121 2731 2709 390 111 2676 183 2493 2300 139 116 193 2161 64 163 279 2097 2076 2053 1964 47 1917 755 45 710 368 250 216 162 54
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=31
num_cat=0
split_feature=1 2 48 9 4 0 15 123 1420 0 33 1429 43 12 12 16 3 42 12 12 2 475 2 48 0 48 15 1 4 2
split_gain=0.0926032 0.0280983 0.0263164 0.0242732 0.024887 0.0505237 0.0424014 0.0240767 0.0235552 0.0333247 0.0446526 0.0391311 0.0310085 0.0275772 0.0348895 0.029759 0.0269434 0.026187 0.026035 0.0372385 0.0264921 0.02475 0.0418552 0.0233023 0.022755 0.0217115 0.0348503 0.0268992 0.0260372 0.0199515
threshold=0.11866500000000001 0.10252500000000002 0.13400000000000004 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.085290000000000019 -0.0018599999999999999 -0.072269999999999987 0.082285000000000011 0.087700000000000014 -0.080419999999999978 0.093965000000000007 0.092355000000000007 -0.069144999999999984 -0.082094999999999987 0.094165000000000013 -0.085119999999999987 0.091625000000000012 -1.0000000180025095e-35 -0.085719999999999977 0.087545000000000026 0.081805000000000017 -0.086074999999999985 0.088005000000000014 -0.073184999999999986 0.14173500000000003 -0.046564999999999988 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 25 -6 -7 -3 16 10 11 21 18 14 -14 -15 -1 -17 -11 20 -20 22 24 -9 -10 26 -2 28 -27 -23
right_child=3 2 -4 -5 5 6 -8 23 9 12 -12 -13 13 15 -16 17 -18 -19 19 -21 -22 29 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0069271026370937338 0.0055717596186839642 0.0026579450767908095 -0.0012259041331708432 -0.0013666569650398962 0.0039476965523014473 0.00051271715758206403 -0.004294122798368335 -0.001479368628773453 0.005285238606207397 -0.0023643481746231289 0.0074915531845059988 -0.00062878893998761978 0.0029843374756158593 -0.0014692227877676489 0.0074971668887883428 -0.00010941359912976623 0.0031972330534416771 0.0045032823163637659 0.00091604197805281737 -0.00077786195339658902 0.005720229838819554 0.0030824629366761973 0.0077264016229037225 0.0027828713190620365 0.00088356315779189269 0.0050150564417708668 0.0018101455788798505 -0.0021062933587624381 0.00069315074259698717 0.0059869799180887646
leaf_weight=34 38 545 20 33 30 69 25 29 23 22 24 27 93 25 21 20 45 32 22 39 24 1621 32 23 24 20 70 21 46 24
leaf_count=34 38 545 20 33 30 69 25 29 23 22 24 27 93 25 21 20 45 32 22 39 24 1621 32 23 24 20 70 21 46 24
internal_value=0 0.00293717 0.00234225 0.00121519 0.00148228 0.00037464 -0.000765698 0.00246178 0.00310773 0.00304315 0.00320743 0.00314871 0.00206462 0.00282812 0.00381565 0.00136605 0.00480249 0.00272917 0.00070174 0.00149532 0.00342257 0.00320787 0.00493685 0.000405853 0.00303757 0.00218662 0.00313368 0.00101096 0.00200282 0.00312484
internal_weight=0 2769 617 352 319 124 94 597 2152 2073 1775 1751 298 191 114 77 79 52 107 85 46 1724 79 52 47 195 108 87 66 1645
internal_count=3121 2769 617 352 319 124 94 597 2152 2073 1775 1751 298 191 114 77 79 52 107 85 46 1724 79 52 47 195 108 87 66 1645
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=31
num_cat=0
split_feature=4 457 14 3 2 47 3 160 483 1454 475 15 14 52 52 1 2 0 9 16 16 50 42 1428 480 43 16 0 0 394
split_gain=0.0767591 0.0315878 0.0257019 0.0324928 0.0233846 0.0230499 0.0221024 0.0201497 0.0236363 0.0263412 0.0237464 0.0237994 0.0216553 0.0229703 0.02283 0.0293552 0.0210614 0.0400948 0.0275015 0.0193813 0.032376 0.0317808 0.0283837 0.0239475 0.0224494 0.03333 0.0383736 0.0204379 0.0430703 0.0303789
threshold=0.26450500000000005 0.31508000000000008 -0.24175999999999997 0.32202000000000003 0.17025000000000004 0.14174500000000004 0.63141500000000017 0.62940000000000007 -0.095084999999999989 0.080725000000000005 -0.08100499999999998 0.089485000000000023 0.076175000000000007 -0.56176499999999996 -0.088204999999999992 0.083835000000000007 -0.0091949999999999983 -0.07384499999999998 -0.08477999999999998 -0.062804999999999986 -0.039889999999999988 1.0000000180025095e-35 0.088060000000000013 -1.0000000180025095e-35 0.087310000000000013 0.055925000000000009 -0.052894999999999991 -0.14920999999999998 -0.11013499999999998 -0.082159999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -2 8 9 10 -4 -12 13 -10 -14 -16 17 -15 -19 -18 24 23 -23 -22 25 26 -21 -25 -29 -30
right_child=6 -3 3 -5 -6 -7 -8 -9 12 -11 11 -13 14 16 15 -17 19 18 -20 20 21 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.0058208359634870886 0.0013313427559616094 -0.00057094534626230594 0.0080892971539426421 -0.00135409101145342 -0.00018289708865008186 -0.00057737026474482958 -0.0020816584932617844 -0.00033611049432130088 0.0045891433595291655 0.0015433342240822432 0.0024661563514999933 0.0068378451291937386 0.0019117342091963759 0.0043721889469306918 0.0037818132099719385 0.0084939891286194332 0.0029571176523665523 0.0019673244597820136 -0.0024427752077416142 0.00091066182465982394 -0.00026624525405967496 0.0060413615292611916 0.0023386136949616106 0.0054191812063040939 0.0030218864332944638 0.0026185548340436071 -0.0045849237726846093 -0.00020987120505335536 0.006437267301371322 0.002491247351431252
leaf_weight=26 370 30 21 20 28 21 20 21 60 26 33 20 28 25 39 20 1131 26 31 27 33 47 37 23 31 28 24 59 20 796
leaf_count=26 370 30 21 20 28 21 20 21 60 26 33 20 28 25 39 20 1131 26 31 27 33 47 37 23 31 28 24 59 20 796
internal_value=0 0.00265607 0.00269191 0.0026615 0.00269175 0.00272239 0.00115632 0.00274898 0.00277404 0.00428142 0.00524345 0.00411585 0.00271338 0.00265715 0.00426321 0.00537916 0.00260757 0.00103328 -0.000431151 0.00266479 0.00237091 0.00254751 0.00441039 0.00237943 0.000741343 -0.000153554 -0.0016755 0.00247666 0.00239931 0.00258796
internal_weight=0 2731 2701 2675 2655 2627 390 2606 2585 100 74 53 2485 2398 87 59 2338 82 57 2256 1125 1015 84 931 110 79 51 898 875 816
internal_count=3121 2731 2701 2675 2655 2627 390 2606 2585 100 74 53 2485 2398 87 59 2338 82 57 2256 1125 1015 84 931 110 79 51 898 875 816
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 11 0 4 2 11 0 0 15 2 0 4 2 2 4 12 52 34 48 2 52 4
split_gain=6.76692 0.825147 0.771045 0.652921 0.504246 0.281439 0.273036 0.259677 0.200815 0.169232 0.16837 0.158908 0.128523 0.12578 0.118149 0.111735 0.125804 0.100843 0.0927411 0.0922404 0.0914079 0.0878105 0.0852093 0.105541 0.0775941 0.0760784 0.0657046 0.0639031 0.0575906 0.0543903
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.40124500000000002 0.13082500000000002 -0.15464999999999998 1.0000000180025095e-35 -0.066089999999999996 0.033845000000000007 0.092235000000000025 0.080150000000000013 -0.23194499999999998 -0.10011499999999998 0.13592500000000005 0.14019000000000004 -0.13027499999999997 -0.036839999999999991 0.11389000000000002 0.15109000000000003 -0.064054999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.085130000000000025 0.10381000000000001 -0.046924999999999988 0.27834500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 14 9 19 21 -6 18 12 15 26 -11 -1 -7 -17 -2 -4 -5 22 25 -16 -24 27 -3 -10 -14 -15 -27
right_child=1 7 5 6 8 11 -8 -9 10 13 -12 -13 24 28 20 16 -18 -19 -20 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00065266417336123938 0.00029735221644810106 0.00012091429582651975 0.00041991443439351136 0.00059005077745692398 0.00050735250416704836 0.00064311146629186409 0.00029775458269055868 0.00034408407983580608 0.00050575951427960343 0.00072534682419670273 0.00021406626094038747 0.00045251915539329699 0.00037865591118451731 0.00064961782220000677 0.00056794660367573413 0.00052152929197417245 0.00036731900092489136 0.00017342706688851662 0.00055140236758794521 0.00046352882167498917 0.00037885305813464127 0.00011255156571803359 0.00052106577708658564 0.00037111878468125474 0.00044078394514965075 0.00031724812821193793 0.00037986191196574104 0.0002584871763656454 0.00051555748538476746 0.00020224747093415513
leaf_weight=22 195 34 21 32 40 28 33 38 34 37 28 156 27 22 69 646 21 29 1150 72 21 72 59 26 20 21 30 46 28 64
leaf_count=22 195 34 21 32 40 28 33 38 34 37 28 156 27 22 69 646 21 29 1150 72 21 72 59 26 20 21 30 46 28 64
internal_value=0 0.00028812 0.000521305 0.000346523 0.000444797 0.000536613 0.00045315 0.000196053 0.000381375 0.000555243 0.000354137 0.000509074 0.000379118 0.000638679 0.000517233 0.000521768 0.000516674 0.000281308 0.000549044 0.000502459 0.000500207 0.000166601 0.000516755 0.0004752 0.000332578 0.000199304 0.000446745 0.000302933 0.000574544 0.000230659
internal_weight=0 590 2531 361 422 2109 137 229 225 1258 185 851 157 87 197 695 667 224 1171 104 175 191 154 85 93 119 64 73 50 85
internal_count=3121 590 2531 361 422 2109 137 229 225 1258 185 851 157 87 197 695 667 224 1171 104 175 191 154 85 93 119 64 73 50 85
is_linear=0
shrinkage=0.00196078


Tree=8457
num_leaves=31
num_cat=0
split_feature=1 97 33 1 1456 400 457 51 15 151 13 16 1213 34 131 3 160 131 97 150 457 474 457 160 1212 1213 39 49 16 1213
split_gain=0.0824372 0.0276414 0.03992 0.0243179 0.0411174 0.0382523 0.0285648 0.0254258 0.025316 0.0242019 0.0258447 0.0273705 0.0238934 0.0224192 0.031453 0.0451159 0.0377219 0.0273199 0.0271733 0.023783 0.019489 0.0330933 0.030542 0.0231133 0.0203696 0.0375599 0.0211725 0.0226065 0.0237122 0.0211614
threshold=0.11866500000000001 -0.0047149999999999996 0.083840000000000012 0.089625000000000024 -0.082809999999999981 -0.077004999999999976 0.29113500000000009 -0.16666999999999996 -1.0000000180025095e-35 0.10365500000000001 -0.088069999999999996 -0.23935499999999996 -0.021674999999999996 -0.038779999999999995 0.096070000000000016 0.31299000000000005 -1.0000000180025095e-35 0.10548500000000001 -0.079444999999999988 0.10375000000000002 0.041220000000000007 0.083855000000000013 0.084840000000000013 0.097500000000000017 0.11930500000000001 0.099360000000000018 0.10166000000000001 0.12497000000000001 0.40391000000000005 0.31607500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 20 -5 -6 7 8 -7 10 11 -9 -12 18 15 19 -17 -16 -2 -15 24 22 -22 -24 26 -26 27 29 -29 -3
right_child=13 2 -4 4 5 6 -8 9 -10 -11 12 -13 -14 14 17 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00018127162490600313 0.0015998914549570709 0.0029849912679131541 0.007280479297041894 0.0060763130529916717 -0.0020346746440433588 0.0022197123816502947 -0.0014295010622299743 0.0028818801063327836 0.0070220230668580734 -0.00087040761136449876 0.0054824666893442293 -0.00056857877269586815 0.0024802736365003453 0.0013839083934481403 0.0062062391099364815 0.0022542572949896568 -0.003022328815201209 0.0013832164938440141 -0.0034291372676803311 0.0048690992746163505 0.0083887231868824789 0.0012592127997308009 0.0053166252989155643 0.001838485807870868 0.0022679270947784454 0.0075462198019242629 5.0732883839653093e-06 0.0028890642205028441 -0.0012290577335214174 -0.00028737019471009262
leaf_weight=40 21 1658 20 28 21 21 20 39 23 24 28 56 498 178 24 20 42 23 22 22 21 31 56 29 28 26 26 29 27 20
leaf_count=40 21 1658 20 28 21 21 20 39 23 24 28 56 498 178 24 20 42 23 22 22 21 31 56 29 28 26 26 29 27 20
internal_value=0 0.00279097 0.00282922 0.00279636 0.00231568 0.00217144 0.00229602 0.00240416 0.00473001 0.0022455 0.00236592 0.000847925 0.00264009 0.00116626 0.00146397 0.00103665 -0.0013202 0.00384604 -0.0009731 0.00176728 0.00298311 0.00413318 0.00497368 0.00412997 0.00289625 0.00480933 0.00283756 0.00288003 0.000903541 0.00294599
internal_weight=0 2769 2729 2709 758 730 709 689 44 645 621 95 526 352 309 262 62 47 43 200 1951 137 106 85 1814 54 1760 1734 56 1678
internal_count=3121 2769 2729 2709 758 730 709 689 44 645 621 95 526 352 309 262 62 47 43 200 1951 137 106 85 1814 54 1760 1734 56 1678
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=31
num_cat=0
split_feature=4 1375 40 13 123 0 12 16 10 16 149 14 4 13 11 43 13 3 43 2 1212 51 133 43 156 16 39 16 0 3
split_gain=0.0703917 0.0253427 0.0217657 0.0305409 0.0228001 0.0208199 0.0302788 0.0259396 0.0256508 0.0287483 0.0389812 0.0327217 0.0217105 0.0216519 0.0203797 0.0459604 0.0250256 0.062033 0.0358314 0.0350071 0.030811 0.025403 0.030873 0.0244618 0.0225864 0.0199934 0.0356598 0.0190731 0.0220051 0.041676
threshold=0.26790000000000008 -0.27302499999999996 0.051255000000000002 0.40528500000000006 0.11021500000000002 0.089620000000000019 -0.10022999999999999 -0.43320999999999993 -0.15282499999999996 -0.4179199999999999 0.077335000000000015 -0.41076499999999994 0.51303500000000013 0.086705000000000018 1.0000000180025095e-35 -0.20207499999999998 0.043850000000000007 -0.10831999999999999 -0.24021999999999996 0.113445 0.055770000000000007 0.082455000000000014 -0.082009999999999986 -0.14035499999999998 0.32232500000000003 -0.50859499999999991 0.087690000000000004 -0.50992999999999988 -0.11173999999999999 -0.077564999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 14 6 7 -2 -8 10 13 12 -11 25 16 -16 17 -3 -18 20 21 22 -20 -19 -17 -10 -27 -25 29 -29
right_child=5 2 -4 -5 -6 -7 8 -9 9 11 -12 -13 -14 -15 15 24 18 23 19 -21 -22 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=-0.00027473266359265839 0.0016393844770290244 -0.0019759530570871873 0.00017953787648462152 0.0058173290245106509 -0.00065146851861341436 -0.0019940378100034737 -0.0022992086715627621 0.0059386351996141935 0.00074057444354467508 0.0025210657338725359 0.0060518575413152573 -0.002643143530521128 -0.0012178400633856654 -0.0015458792172880337 -0.00076965793656806158 0.004680057425586576 0.0030742457786017089 0.0049364275378274156 0.0054999635917031102 -0.0026851312060338951 -0.0021207076984203674 -0.0012867327220737936 0.0015194033966898653 0.0047393785562321903 0.0010791910160332918 0.0050863916822079872 -0.00015456972527317704 -0.0027390667346480768 0.0026940876320541837 0.0020713948526031221
leaf_weight=32 36 29 38 29 22 21 24 23 72 41 20 36 25 22 21 135 101 47 27 26 22 20 70 42 20 37 20 20 1862 181
leaf_count=32 36 29 38 29 22 21 24 23 72 41 20 36 25 22 21 135 101 47 27 26 22 20 70 42 20 37 20 20 1862 181
internal_value=0 0.00252299 0.002556 0.00258977 0.00255438 0.0010657 0.00124619 0.00331536 0.000835144 0.00111069 0.00190324 -0.000217995 0.00110481 0.00135376 0.00258127 0.00362062 0.00250652 0.0026182 0.0015908 0.000682749 0.00131271 0.00195831 0.00262739 0.00268011 0.00421543 0.00184827 0.00324746 0.00262973 0.00258678 0.00159274
internal_weight=0 2744 2712 2674 2645 377 356 59 297 273 171 102 66 151 2623 176 2447 2181 266 165 139 117 97 2152 155 129 57 2105 2063 201
internal_count=3121 2744 2712 2674 2645 377 356 59 297 273 171 102 66 151 2623 176 2447 2181 266 165 139 117 97 2152 155 129 57 2105 2063 201
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 12 4 47 4 14 39 2 52 52 2 3 47 49 43 2 2 51 13 0 16 51 4 1 0
split_gain=19.3714 2.23468 2.12856 1.22405 1.18349 0.950728 0.758871 0.653996 0.557527 0.362789 0.355599 0.334438 0.328905 0.276947 0.276266 0.267252 0.288455 0.252858 0.226249 0.219767 0.194752 0.177122 0.172269 0.166701 0.162967 0.204265 0.151491 0.144345 0.138213 0.135572
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.31534000000000006 0.091475000000000015 -0.17966999999999997 1.0000000180025095e-35 0.0052350000000000009 0.076175000000000007 0.087880000000000014 0.11389000000000002 1.0000000180025095e-35 0.048770000000000008 0.10381000000000001 -0.0037349999999999996 0.077555000000000013 -0.012034999999999999 -0.013199999999999998 0.12358500000000001 0.13754500000000003 -0.10056999999999998 -1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 -0.033649999999999992 -0.50262499999999988 0.13075500000000004 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 18 8 10 -5 11 20 24 21 17 15 -7 16 -9 22 -2 -10 29 23 -1 -3 25 -4 -24 -26 -6 -8
right_child=1 5 6 7 28 14 9 13 19 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00079891183646248534 0.00042529275494755485 0.00026531483248286341 0.00074189149198077974 0.00073537843129714998 0.00035346260272404729 -3.2402799747250574e-05 0.00084878342711761025 0.00036382587299279049 0.00029374742258104873 0.00060932152870460398 0.00092910410040784668 0.00015400742010538167 0.00044319805423123182 0.00060964428961835957 0.00019092218254315811 0.00027452487367809867 0.00061067585997721724 0.00085279187027074998 0.00065539610403044456 0.00049807444054122073 0.00053968585881532401 0.00013631674319542213 0.00048803367291754788 0.00043140229649266121 0.00091954891671653554 0.00049727999167838578 0.00066437617061996504 0.0007554892724409019 0.00017244169234413822 0.00070677526448519024
leaf_weight=31 20 52 35 28 50 57 27 52 34 193 46 115 22 23 34 57 28 33 92 50 26 20 22 42 21 21 126 1135 24 605
leaf_count=31 20 52 35 28 50 57 27 52 34 193 46 115 22 23 34 57 28 33 92 50 26 20 22 42 21 21 126 1135 24 605
internal_value=0 0.000309325 0.00070386 0.000576742 0.000487172 0.000227446 0.000729296 0.000458927 0.000278734 0.000684074 0.000759888 0.000228613 0.000671397 0.000410548 5.10373e-05 0.000377123 0.000450223 0.000695078 0.000614306 0.000415371 0.000706 0.000303874 0.000666002 0.000339524 0.000753465 0.000650162 0.000638163 0.00075847 0.000294753 0.000712842
internal_weight=0 590 2531 422 186 404 2109 188 313 851 1258 229 234 160 91 137 80 212 112 84 658 114 179 94 1212 56 148 1156 74 632
internal_count=3121 590 2531 422 186 404 2109 188 313 851 1258 229 234 160 91 137 80 212 112 84 658 114 179 94 1212 56 148 1156 74 632
is_linear=0
shrinkage=0.00196078


Tree=8460
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 15 4 3 16 4 47 3 47 2 2 4 11 2 11 0 16 2 43 2 4 3 0 12
split_gain=8.74149 1.16843 0.922322 0.638407 0.500534 0.369718 0.359285 0.336068 0.276615 0.261325 0.20555 0.182065 0.164645 0.149235 0.143757 0.132964 0.154257 0.180365 0.132202 0.113467 0.113111 0.110668 0.0977728 0.0963494 0.0961401 0.16343 0.0941993 0.197202 0.0933323 0.0907134
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.092550000000000007 0.085505000000000012 0.024640000000000006 -0.0070899999999999991 -0.11171999999999999 -0.034884999999999992 0.033845000000000007 0.089360000000000009 -0.065819999999999976 0.077555000000000013 0.13754500000000003 -1.0000000180025095e-35 0.50822500000000004 1.0000000180025095e-35 0.088930000000000023 0.080150000000000013 -0.11437499999999999 0.066275000000000014 0.11411 -0.04890499999999999 0.11177500000000001 -0.064054999999999987 0.092670000000000016 -0.066089999999999996 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 9 18 15 12 -5 -1 -8 13 22 -7 26 16 -3 -18 19 -4 -20 -21 28 29 -2 -26 -11 -28 -6 -10
right_child=1 6 5 8 7 11 10 -9 23 14 -12 -13 -14 -15 -16 -17 17 -19 20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0003548395611648769 0.00025652463310489468 0.00015022369742498495 0.00060353119527610326 0.00061287628796399406 0.00034287840650050027 0.00057242680415941832 0.00024365814471470474 0.00063975955816168403 0.00054973198457720766 0.00060435261822589968 0.00045357524235358182 0.0004805504852695994 0.00049596693738838472 0.00048982084399171297 0.00067648030774541111 0.00011513240497554426 0.0003988519303451086 0.00015505258830243667 0.00074995674039323823 0.0004355379148002933 0.00061083159061810991 0.00057144780371204504 0.00046464990386191536 0.00032311731606699402 0.00049799061289020616 0.00030766654414909124 0.00054357532300473431 0.00033906738468032473 0.00019448956492923054 0.00037865636607967385
leaf_weight=27 77 64 954 46 88 502 47 20 26 56 29 142 32 101 34 101 28 20 39 25 53 293 20 26 22 82 103 22 20 22
leaf_count=27 77 64 954 46 88 502 47 20 26 56 29 142 32 101 34 101 28 20 39 25 53 293 20 26 22 82 103 22 20 22
internal_value=0 0.000297069 0.000562101 0.00038257 0.000478423 0.000578844 0.000208018 0.000400123 0.000493474 0.000536663 0.000323758 0.000543716 0.000370169 0.000558591 0.000559497 0.000166721 0.000213243 0.000297269 0.000598031 0.000592839 0.000669809 0.000560763 0.000338719 0.00041925 0.000309043 0.000347927 0.000537522 0.000507582 0.000315399 0.000471322
internal_weight=0 590 2531 301 422 2109 289 180 120 242 76 745 160 603 215 213 112 48 1364 1272 92 318 128 74 181 104 181 125 108 48
internal_count=3121 590 2531 301 422 2109 289 180 120 242 76 745 160 603 215 213 112 48 1364 1272 92 318 128 74 181 104 181 125 108 48
is_linear=0
shrinkage=0.00196078


Tree=8461
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 1 14 0 2 2 2 0 47 12 1 34 49 4 0 2 157 13 43 475 2 4 43 2
split_gain=11.0143 1.37782 1.18602 1.04396 0.698424 0.510186 0.339736 0.291831 0.283964 0.266741 0.253209 0.185957 0.173977 0.137565 0.208372 0.183061 0.166623 0.127 0.126254 0.110533 0.109864 0.108475 0.107542 0.097595 0.095925 0.0943144 0.0774041 0.074499 0.0731616 0.210847
threshold=0.10752500000000002 0.13075500000000004 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.13082500000000002 0.40124500000000002 0.077845000000000011 0.076175000000000007 -0.13027499999999997 0.14122000000000004 0.14753000000000002 -1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.09141500000000001 0.083345000000000016 -1.0000000180025095e-35 -0.043469999999999995 -0.52556499999999995 -0.080119999999999983 0.14122000000000004 -0.07686999999999998 -1.0000000180025095e-35 -0.079914999999999986 -0.069854999999999987 0.088125000000000023 0.0061450000000000003 -0.04890499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 8 11 -5 -4 12 18 25 17 20 14 16 19 -14 -3 -6 -15 -1 28 -17 -19 -9 -11 -18 -24 -2 -30
right_child=1 5 7 6 9 -7 -8 24 -10 10 -12 -13 13 15 -16 22 26 23 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00058777287383289902 0.0002735745668872 0.00011084235391759298 0.0005822789163983502 0.00057943964614083512 0.00031126634783896747 0.0004001936463703757 0.00034787183371829051 0.00039081701877721823 0.00074985538703477934 0.00064941282808532767 0.00041804484726276761 8.2566681477150815e-05 0.00060964675190357059 0.0007876350599176743 0.00072116134088246429 0.00047997724659302657 0.00054592068274927192 0.00019876743654596103 0.00050051154893066506 0.00064731674932012612 0.0004025177931950619 0.00018253701474225403 0.00062011620381567125 0.00034187719353385982 0.00023978864981621877 0.00056811224443902616 0.00039271849405029608 0.00054018843173980714 0.00050287754555586545 0.0003045308674296399
leaf_weight=32 78 38 28 102 23 39 32 61 77 66 40 81 52 22 28 25 21 53 33 1140 20 25 434 28 22 325 32 50 27 87
leaf_count=32 78 38 28 102 23 39 32 61 77 66 40 81 52 22 28 25 21 53 33 1140 20 25 434 28 22 325 32 50 27 87
internal_value=0 0.00030987 0.000607367 0.000388059 0.000616458 0.000195041 0.00052414 0.00040918 0.000633177 0.000550093 0.000566635 0.000155036 0.000628337 0.00063156 0.000570868 0.00063639 0.00053079 0.000204363 0.000422786 0.000649973 0.000516521 0.000304028 0.000605382 0.000248237 0.000350785 0.000581836 0.000453421 0.000611859 0.000319847 0.000351508
internal_weight=0 590 2531 351 2420 239 134 111 1933 487 431 200 1856 1804 133 1671 105 119 56 1162 52 217 509 81 83 391 53 484 192 114
internal_count=3121 590 2531 351 2420 239 134 111 1933 487 431 200 1856 1804 133 1671 105 119 56 1162 52 217 509 81 83 391 53 484 192 114
is_linear=0
shrinkage=0.00196078


Tree=8462
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 2 12 2 2 4 4 4 0 0 2 14 0 43 3 52 50 2 2 15 51 39 0 3 3 0
split_gain=6.9892 0.880806 0.851054 0.532919 0.436761 0.338421 0.278738 0.231589 0.293626 0.2274 0.222878 0.190339 0.173151 0.138781 0.1883 0.119736 0.116494 0.121253 0.135607 0.115024 0.0972214 0.0924241 0.0920423 0.0878004 0.0831756 0.081299 0.0777657 0.074594 0.128172 0.0694474
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.12043500000000001 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.27834500000000006 0.033845000000000007 -0.23194499999999998 -0.068189999999999987 0.092235000000000025 0.076175000000000007 -0.066089999999999996 -0.11720999999999999 -0.061964999999999992 1.0000000180025095e-35 0.041865000000000006 0.10381000000000001 0.11389000000000002 -0.41942499999999994 -0.096089999999999981 0.095830000000000012 -0.14001499999999997 0.149315 -0.017889999999999996 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 10 7 15 -3 -9 -5 -2 16 -1 14 -11 26 -8 -18 -19 21 -7 -16 24 -6 -14 27 -4 28 -10 -30
right_child=1 5 6 9 23 20 11 8 25 13 -12 -13 22 -15 19 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00065357245093148448 0.00047587655674593117 0.00015426917233922721 0.0004159265006070628 0.00050589242369256993 0.00030950724114389981 6.9818277223540498e-05 0.00051384265594965476 0.00042248077847380661 0.00015615012881934752 0.00043516818766893204 0.00029210572452160864 0.00042231365257069703 0.00057287230972583568 0.0002132571886191849 0.00035258381202274343 0.00062834814338542304 0.00033529839311376722 0.00050330322392654395 0.00035765833020502447 0.00042906568550011692 0.00021600941646064475 0.00021188005030739541 0.00034723497708054151 0.00015332872112229192 0.00046181721651144576 0.00015042089119518149 0.00052866217354678377 0.00019575864695974327 0.00024924750887925088 0.00037602974484592853
leaf_weight=22 100 89 24 31 25 73 502 41 21 61 34 156 33 35 28 46 27 136 30 20 23 50 21 31 121 33 1188 48 26 46
leaf_count=22 100 89 24 31 25 73 502 41 21 61 34 156 33 35 28 46 27 136 30 20 23 50 21 31 121 33 1188 48 26 46
internal_value=0 0.000258549 0.000495533 0.000415154 0.000368474 0.000206335 0.000511616 0.000238385 0.000273205 0.000349954 0.000429248 0.000484209 0.00048962 0.000325036 0.000349641 0.000530157 0.000498102 0.000457161 0.000476982 0.000296405 0.000104843 0.000262389 0.000469009 0.000223051 0.000485615 0.00023803 0.00052643 0.000258535 0.000290935 0.000330247
internal_weight=0 590 2531 422 190 400 2109 304 215 225 134 851 197 194 159 1258 695 193 166 98 96 78 175 56 154 174 1212 141 93 72
internal_count=3121 590 2531 422 190 400 2109 304 215 225 134 851 197 194 159 1258 695 193 166 98 96 78 175 56 154 174 1212 141 93 72
is_linear=0
shrinkage=0.00196078


Tree=8463
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 4 1 14 0 15 16 4 0 0 2 159 15 49 457 52 394 16 15 4 16 43 3 12
split_gain=6.55417 1.10071 0.544637 0.480196 0.396737 0.312561 0.235271 0.228736 0.217121 0.163866 0.126423 0.172318 0.123703 0.123217 0.125311 0.122858 0.113083 0.110769 0.108132 0.0961814 0.0931255 0.0916438 0.0836256 0.0794111 0.0767017 0.0753847 0.0752149 0.0716817 0.0714683 0.159444
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.085505000000000012 0.042705000000000007 0.077845000000000011 0.062655000000000016 -0.11173999999999999 -0.098289999999999975 -0.042349999999999992 0.27834500000000006 -0.15202999999999997 -0.07929499999999999 0.14838000000000004 0.082585000000000006 1.0000000180025095e-35 -0.054984999999999992 0.083995000000000014 0.12418000000000001 -0.079154999999999989 -0.12029499999999999 -0.40580499999999992 -0.49013999999999996 -0.039889999999999988 -0.080324999999999994 0.11658 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 19 17 7 16 9 -4 10 11 -1 -8 14 -9 -12 18 20 21 -2 28 -6 -17 -16 -18 -24 -13 -10 29 -3
right_child=1 4 8 -5 6 -7 12 13 27 -11 15 26 -14 -15 23 22 24 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057982587904641114 0.00033679046505283007 0.0003118254584939126 0.00049149431183892467 0.00026638172899889564 0.00012217232161842643 0.00034135432846941593 0.00021350664835163846 0.00061065651403338303 0.0003277298579016575 0.0005968043547640604 0.0005205103892916798 0.00032169900772373511 0.00038532832610037397 0.00030870771736119093 0.00048440002749693459 0.00036220003722929486 0.00014735430471302493 0.00020007311512588286 0.00029637047485825554 0.00047213988554354377 0.00023136329294677562 0.00026289934820351114 0.00053546829856557731 0.00041422627502221763 1.8911644395688044e-05 0.00048074115559407476 0.00046092068871446683 0.0001875752656191003 0.00026396068087633571 0.00050164230638599606
leaf_weight=22 24 46 28 85 93 48 49 20 47 78 1178 37 24 22 124 20 33 38 23 127 34 22 119 124 39 518 25 20 27 27
leaf_count=22 24 46 28 85 93 48 49 20 47 78 1178 37 24 22 124 20 33 38 23 127 34 22 119 124 39 518 25 20 27 27
internal_value=0 0.000275606 0.000492024 0.000384268 0.000219245 0.000497945 0.000174107 0.000501232 0.000346491 0.000508704 0.000505123 0.000430739 0.000269996 0.000449774 0.000461354 0.000508529 0.000140774 0.000293514 0.00017364 0.000450627 0.000320012 0.000149094 0.000487045 0.000449313 7.77812e-05 0.000490965 0.000377837 0.000285893 0.000350153 0.000382032
internal_weight=0 691 2430 236 455 2335 283 2287 95 1997 1919 84 73 290 268 1835 210 172 138 151 134 115 657 248 72 637 62 67 100 73
internal_count=3121 691 2430 236 455 2335 283 2287 95 1997 1919 84 73 290 268 1835 210 172 138 151 134 115 657 248 72 637 62 67 100 73
is_linear=0
shrinkage=0.00196078


Tree=8464
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 4 4 0 15 1 475 0 156 3 150 1 0 4 47 1 52 47 2 4 49
split_gain=10.585 1.72667 1.12919 0.886584 0.635322 0.538619 0.509529 0.294275 0.27721 0.256212 0.241054 0.212487 0.235238 0.23991 0.186964 0.174225 0.130944 0.184195 0.149291 0.130919 0.128833 0.0922337 0.0977609 0.0911551 0.0901973 0.0917636 0.0878652 0.0917633 0.0774681 0.0748285
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.15799000000000005 -0.066784999999999983 -0.076579999999999995 -1.0000000180025095e-35 -0.12711499999999995 1.0000000180025095e-35 0.083345000000000016 0.13134000000000004 -0.059649999999999988 0.093140000000000014 0.13210500000000003 0.056145000000000007 1.0000000180025095e-35 0.10882500000000002 -0.0070899999999999991 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 11 15 14 -5 28 12 13 -1 24 -7 -14 -18 -19 21 -13 22 -17 -22 -4 -26 -3 -28 -6 -11
right_child=1 2 8 9 10 7 -8 -9 -10 29 -12 20 16 -15 -16 19 17 18 -20 -21 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00070064564164845438 0.00062989883600134643 0.00030682150023745273 0.0002852806935986212 0.00056297851141066415 0.00067588785866729353 0.00068234167793855311 0.00079434205241432914 0.00040141783360637208 0.0003725861466424831 0.00042249016902026006 0.00037097306899251599 0.00060287254903744155 0.00065355530230643726 0.00046084018512358499 5.7804072614894862e-05 0.00064633885674454542 0.00078973573358619912 0.0004689286033823794 0.00061130124893560278 0.00042685699988813961 0.00037994993101878494 0.0004545655835162648 0.00056332834850599043 0.00055084504734943893 0.00016808696333419458 0.0002957747699668263 0.00050266560313164024 0.00032106404163368931 0.0005339736500207115 0.00028392342860641067
leaf_weight=23 71 179 50 37 21 55 79 39 37 31 32 108 1301 53 35 72 20 32 246 25 20 23 225 30 129 26 20 23 50 29
leaf_count=23 71 179 50 37 21 55 79 39 37 31 32 108 1301 53 35 72 20 32 246 25 20 23 225 30 129 26 20 23 50 29
internal_value=0 0.0003407 0.000306592 0.000618358 0.000384992 0.000625937 0.000640158 0.000564 0.000214607 0.000434651 0.000512267 0.000633513 0.000639997 0.000533413 0.000190252 0.000579851 0.000645063 0.000607988 0.000594913 0.000563512 0.000564776 0.000574188 0.000583452 0.000482487 0.000212865 0.000189506 0.000325941 0.00040553 0.000575948 0.000355516
internal_weight=0 673 602 2448 325 2351 1912 439 277 97 103 1833 1675 76 240 400 1599 298 278 345 158 320 297 50 205 155 222 43 71 60
internal_count=3121 673 602 2448 325 2351 1912 439 277 97 103 1833 1675 76 240 400 1599 298 278 345 158 320 297 50 205 155 222 43 71 60
is_linear=0
shrinkage=0.00196078


Tree=8465
num_leaves=31
num_cat=0
split_feature=1 12 1 1375 47 376 47 484 3 13 402 12 1446 4 2 34 133 159 13 160 0 0 13 16 376 394 49 42 133 2
split_gain=0.266929 0.0766254 0.0451054 0.037029 0.0324376 0.0376759 0.0298014 0.0295254 0.031103 0.0334373 0.0282984 0.0259874 0.037307 0.0313129 0.0258199 0.0428236 0.0346913 0.0325638 0.0319757 0.0256045 0.0384904 0.0523331 0.0297236 0.024899 0.0228599 0.0222865 0.0221159 0.0264957 0.0220541 0.0218009
threshold=0.11829500000000003 0.078300000000000008 0.08864000000000001 -0.096099999999999977 0.085505000000000012 0.080200000000000007 0.077555000000000013 -0.011244999999999998 -0.0063699999999999989 -0.0093149999999999986 0.09388500000000001 0.092550000000000007 0.10573500000000001 -0.51253999999999988 0.13754500000000003 -0.021334999999999996 0.087985000000000022 0.09599000000000002 -0.016469999999999995 0.05259500000000001 -0.17169499999999996 -0.10224499999999999 0.043850000000000007 -0.11118499999999999 0.049360000000000008 -0.15150999999999998 0.12497000000000001 -0.14148999999999998 0.10051500000000001 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 10 -6 19 -5 9 24 14 13 26 -3 15 -2 17 23 -17 20 -1 -22 -23 -16 -9 -15 27 -13 -28 -11
right_child=4 11 3 7 5 -7 -8 8 -10 29 -12 12 -14 25 16 18 -18 -19 -20 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0077531143191403576 -4.251572280758765e-05 0.0092676634164360755 -0.00077814308249137627 0.0066279806933986652 0.0044355423791977737 -0.00029450664296746257 0.0079085431151813077 0.0016841367352753878 0.0040075023939636833 0.00173595896135339 -0.0020971370018309072 0.0078346321028807467 0.00075192515961016013 0.0022195416809567673 0.00021777206491078099 0.0021903567929537253 0.0042929718724917616 0.0025195728551975832 0.0059250783240536184 0.0066004852087806088 -0.001407811688702731 0.0054698084087657006 0.0015926151738191643 -0.0039784736286562223 0.0059743267425801608 0.0054284603982703407 0.0050881896591321992 0.0048476999184560322 0.00078622395342860653 -0.0019792115788401466
leaf_weight=21 41 21 22 27 85 21 31 23 186 56 21 31 23 22 31 52 20 27 41 45 21 58 30 26 27 1335 22 707 26 22
leaf_count=21 41 21 22 27 85 21 31 23 186 56 21 31 23 22 31 52 20 27 41 45 21 58 30 26 27 1335 22 707 26 22
internal_value=0 0.00490266 0.00386891 0.0031982 0.00202487 0.00349846 0.0050508 0.00345473 0.00318187 0.00198213 0.00142178 0.00517161 0.00472172 0.00543574 0.00173228 0.00264988 0.000549986 -0.000341201 0.00383685 0.00454457 0.00383291 0.00307764 0.00414804 -0.0016963 0.00400084 0.00537644 0.00483789 0.00497317 0.00275796 0.00068809
internal_weight=0 2756 569 363 365 106 206 341 314 128 259 2187 809 1378 238 134 104 84 93 175 130 109 88 57 50 1357 786 738 48 78
internal_count=3121 2756 569 363 365 106 206 341 314 128 259 2187 809 1378 238 134 104 84 93 175 130 109 88 57 50 1357 786 738 48 78
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 4 1 0 150 12 4 4 47 1 3 4 13 0 13 1 131 4 157
split_gain=15.1978 2.39725 1.47191 1.2303 0.943026 0.819701 0.448508 0.436017 0.432095 0.384581 0.360703 0.292898 0.235502 0.217085 0.266082 0.212005 0.154583 0.215147 0.150192 0.130456 0.105667 0.0946403 0.10179 0.0923581 0.0898056 0.0878655 0.080009 0.0778324 0.0738269 0.0908457
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.09253500000000002 0.14838000000000004 0.27834500000000006 0.089625000000000024 -0.10607499999999999 1.0000000180025095e-35 0.090545000000000014 -0.51253999999999988 0.053180000000000012 0.090100000000000013 0.076935000000000017 0.086245000000000016 -0.031404999999999995 -1.0000000180025095e-35 -0.046359999999999991 -0.081434999999999994 0.16175000000000003 0.091440000000000007 -0.00099499999999999979 -0.061169999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 19 6 13 11 15 -6 -5 12 -4 16 -15 18 17 -1 20 -3 24 -19 -23 -14 25 -7 -13 -2 29 -18
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 26 23 14 -16 -17 28 21 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008478197870022999 0.00064771077828989056 0.00023358463129578808 0.00027748779217801213 0.00055511741842021855 0.0005601200629288042 0.00069803092020009861 0.00078327482156801515 0.00033688503070471263 0.00036723883183417368 0.00029533414845811387 0.00030451738016162188 4.1222145367217232e-05 7.362789774544739e-05 0.00043167602533054087 0.00060432502448489345 0.00039593413487055116 0.00049630338442304344 0.00065124344387349246 0.00051374308676988977 0.00036709430847212951 0.00066223061058220479 0.00065909959967174229 0.0004721719187264349 0.00020472498701245523 0.0004876498057870174 0.00057557455007300519 -9.8530164233693221e-05 0.00050452037184846158 0.00054531171046995287 0.00062691722877370674
leaf_weight=21 54 191 41 34 71 27 76 34 48 30 63 63 88 39 286 27 22 1044 108 33 76 21 24 27 36 136 21 20 65 295
leaf_count=21 54 191 41 34 71 27 76 34 48 30 63 63 88 39 286 27 22 1044 108 33 76 21 24 27 36 136 21 20 65 295
internal_value=0 0.000276062 0.00023493 0.000608763 0.000324176 0.000617692 0.000635701 0.000129072 0.000543257 0.000481471 0.000392357 9.9632e-05 0.000149896 0.000629528 0.000583607 0.000563864 0.000639531 0.000651239 0.000575703 0.000253253 0.000600036 0.000647448 0.000559405 0.000104407 0.000576283 0.000595859 6.28407e-06 0.000609011 0.000605509 0.000617853
internal_weight=0 673 599 2448 325 2351 1893 274 458 101 97 240 156 1817 325 410 1492 1110 383 224 275 1089 45 115 199 163 84 74 382 317
internal_count=3121 673 599 2448 325 2351 1893 274 458 101 97 240 156 1817 325 410 1492 1110 383 224 275 1089 45 115 199 163 84 74 382 317
is_linear=0
shrinkage=0.00196078


Tree=8467
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 1 2 4 1 50 1 4 1 2 1 2 1 1 1 15 4 52 481 2
split_gain=16.8331 2.56977 1.47074 1.32942 0.904459 0.821047 0.572047 0.550596 0.426881 0.425386 0.417889 0.274002 0.308633 0.2069 0.192327 0.189099 0.142199 0.138692 0.175675 0.130621 0.123657 0.112739 0.112128 0.100403 0.0929762 0.0853638 0.0841957 0.0805663 0.0792084 0.0702937
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 0.062655000000000016 -1.0000000180025095e-35 0.14122000000000004 0.10613000000000002 0.09253500000000002 0.089625000000000024 0.090050000000000005 -0.15289999999999995 0.12337000000000002 0.041865000000000006 0.13075500000000004 -0.0083799999999999986 0.099400000000000002 -0.0091949999999999983 0.12000500000000001 0.089525000000000007 0.13288500000000003 0.15964000000000003 0.12958500000000003 -0.040804999999999994 -0.036839999999999991 0.40674500000000008 -0.0066299999999999996 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 7 11 20 17 24 -4 21 19 -11 26 23 29 -6 25 -13 -3 27 -15 -7 -9 -19 -2 -1 -23 -5
right_child=1 5 10 16 8 15 -8 9 -10 13 -12 12 -14 22 -16 -17 -18 18 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030342884211222673 0.0030153703222087786 0.0025772884156968854 0.0029251553676807622 0.0027521522995693228 0.0029724326114354675 0.0023998927157713895 0.0031823705839544871 0.0028642414075418054 0.0027288268708202156 0.0027921949765261482 0.0026554210439041475 0.0028321098996753479 0.00274282525372661 0.0026011328519756904 0.0027708890824189804 0.0025499384957021537 0.0024821100573913725 0.0029069884339792719 0.002732165342842052 0.0029859736117619357 0.0024254639624699337 0.0030638462104717224 0.0024506963085575749 0.0022482037671285112 0.0026957576415118046 0.0030422913794424019 0.0029090428931482152 0.0029193123473840602 0.0029852165732472198 0.0026114433419470694
leaf_weight=989 50 30 34 21 222 62 76 34 41 20 63 23 24 142 27 26 24 173 21 273 66 56 22 23 20 20 67 24 409 39
leaf_count=989 50 30 34 21 222 62 76 34 41 20 63 23 24 142 27 26 24 173 21 273 66 56 22 23 20 20 67 24 409 39
internal_value=0 0.00263643 0.00298658 0.0028057 0.00299634 0.00254971 0.00301574 0.00259826 0.00292011 0.00264882 0.00274997 0.0030087 0.00295668 0.00260391 0.00292006 0.00240361 0.00260967 0.0029381 0.00290248 0.00297402 0.00247291 0.00301996 0.00258095 0.00235885 0.00280184 0.00292101 0.00295448 0.00303156 0.00299469 0.00266069
internal_weight=0 673 2448 228 2351 445 1874 334 477 238 97 1798 320 184 144 111 84 436 214 296 96 1478 164 85 54 193 117 1013 465 60
internal_count=3121 673 2448 228 2351 445 1874 334 477 238 97 1798 320 184 144 111 84 436 214 296 96 1478 164 85 54 193 117 1013 465 60
is_linear=0
shrinkage=0.00196078


Tree=8468
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 47 2 147 14 0 0 2 34 4 52 15 156 48 15 10 47 4 0 0 4 1 52
split_gain=8.50359 1.40315 0.880939 0.778382 0.553777 0.494725 0.274283 0.242305 0.193721 0.19334 0.191985 0.187453 0.224521 0.170781 0.16032 0.1564 0.133366 0.132758 0.107864 0.104098 0.105371 0.0965145 0.0896587 0.0852818 0.0807619 0.109444 0.0782466 0.073157 0.0718605 0.0710018
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.0061450000000000003 0.077845000000000011 0.13082500000000002 0.11474000000000002 0.08789000000000001 0.062655000000000016 -0.11173999999999999 -0.079119999999999982 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 0.039215000000000007 1.0000000180025095e-35 -0.0071349999999999998 0.092680000000000026 -0.41942499999999994 -0.38124499999999995 0.090100000000000013 -0.49405499999999997 -0.060129999999999996 -0.15599999999999997 -0.0070899999999999991 0.082005000000000008 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 11 -5 14 27 17 12 26 -14 15 -4 -17 18 -8 -15 24 -16 -23 -3 -21 -26 -1 -6 -19 -13
right_child=1 2 8 7 9 -7 10 -9 -10 -11 -12 29 13 19 21 16 -18 28 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00054604922949153434 0.00060088857613547358 0.00031283521967564234 0.00016025859291395395 0.00057673740098957251 0.00065062451624180195 0.00040511005581660934 0.00052541576993096273 0.00036046899496264062 0.00037131908579569444 0.00035637018929599457 0.00037154509790935649 0.00064373126303534972 0.00063043325290303013 0.00068458542297311631 0.00023194744168259066 0.000403706484939903 0.00024867401105653058 0.00059777406852441035 0.00066702580055617302 0.0006437092480076923 0.00048224979297913881 0.00019611309001258775 4.4110513558274672e-05 0.00042225165748010005 0.0005959799317733326 0.00052312919651600366 0.00040003046376872411 0.00051491834505015062 0.00072226326227410717 0.00077597398368151147
leaf_weight=43 74 190 45 28 21 48 205 69 34 26 20 27 1160 42 37 32 64 118 23 91 37 25 37 32 356 102 21 56 21 37
leaf_count=43 74 190 45 28 21 48 205 69 34 26 20 27 1160 42 37 32 64 118 23 91 37 25 37 32 356 102 21 56 21 37
internal_value=0 0.000346163 0.000314695 0.000595029 0.000383738 0.000602131 0.000606237 0.000422897 0.0002328 0.000502565 0.000558624 0.000615854 0.000612249 0.000616333 0.000213176 0.000255641 0.000300352 0.000568819 0.000539701 0.000590289 0.00058353 0.000152697 0.000105402 0.000328607 0.000590356 0.000579756 0.000498137 0.000551929 0.000616582 0.000720184
internal_weight=0 673 599 2448 325 2351 2303 97 274 103 387 1916 1852 1788 240 141 96 367 228 628 586 99 62 222 549 458 64 77 139 64
internal_count=3121 673 599 2448 325 2351 2303 97 274 103 387 1916 1852 1788 240 141 96 367 228 628 586 99 62 222 549 458 64 77 139 64
is_linear=0
shrinkage=0.00196078


Tree=8469
num_leaves=31
num_cat=0
split_feature=1 3 2 1 124 2 16 4 15 42 41 484 133 376 52 456 3 3 1 0 13 11 1 11 14 3 48 48 2 2
split_gain=0.38719 0.0911869 0.0444526 0.0420127 0.0380113 0.0358906 0.0320767 0.0304976 0.029785 0.0292288 0.0261127 0.0254957 0.0338709 0.029844 0.0272247 0.0343275 0.0324812 0.0301118 0.0340606 0.0389644 0.0263159 0.0251811 0.0394247 0.0240807 0.0235243 0.0232763 0.0222201 0.0229072 0.0278516 0.0206652
threshold=0.10337500000000001 -0.034684999999999994 0.11474000000000002 0.16540500000000002 -0.076779999999999987 0.13404500000000005 0.13751500000000003 -0.17966999999999997 -0.41942499999999994 -0.0060199999999999993 0.08690500000000001 -0.070054999999999992 0.089200000000000015 0.088055000000000008 1.0000000180025095e-35 0.090345000000000009 0.31370500000000007 -0.0063699999999999989 0.10797500000000002 -0.14226499999999997 -0.0072999999999999992 0.084110000000000004 0.10672000000000002 0.095720000000000013 0.062655000000000016 0.13524500000000003 0.10184000000000001 0.11247500000000001 0.096015000000000017 0.11682500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 7 9 23 -7 -3 -2 -1 -4 -9 14 -14 15 16 17 20 -19 -20 -13 -10 -23 24 26 -16 -6 28 -28 -21
right_child=1 3 10 -5 5 6 -8 11 21 -11 -12 12 13 -15 25 -17 -18 18 19 29 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0081614546668835174 0.0041244746609167618 0.0073653480901971066 0.004056149457616425 0.00027485642906116407 0.0081844880777352386 0.0030957566688475375 0.0082397434929258797 0.00091778128873556866 0.0072940712643136812 0.0046086475162219519 0.0081345574185252203 0.0055939430487342186 0.00048069158459410955 0.0052753845043341813 0.0094786556478103877 0.00061006666393950584 0.0026876076478511094 0.0029521432387727229 0.009854393940721011 0.0077237864818286012 0.0012638048818334937 0.0074033962240299366 0.013228941458233057 0.0046863950369879599 0.0098893359194618547 0.0051495680490646657 0.0071188355651785346 0.0087008589008626975 0.0029721130542457105 0.0039396169204865732
leaf_weight=39 22 38 73 23 2052 27 22 20 126 57 20 32 34 21 23 20 50 22 37 27 25 26 21 20 77 27 46 38 25 31
leaf_count=39 22 38 73 23 2052 27 22 20 126 57 20 32 34 21 23 20 50 22 37 27 25 26 21 20 77 27 46 38 25 31
internal_value=0 0.00535519 0.00673221 0.0044329 0.00800168 0.00808281 0.0054053 0.00466788 0.00759019 0.00605198 0.00493323 0.00439009 0.00458907 0.00231139 0.00501517 0.00457956 0.00493398 0.00557949 0.00649769 0.00731877 0.00369476 0.00803092 0.0100063 0.00814091 0.00817178 0.00714095 0.00811058 0.00671928 0.00565872 0.00570121
internal_weight=0 718 288 430 2403 2307 49 407 195 96 93 369 349 55 294 244 224 174 117 95 57 173 47 2258 2238 50 2161 109 71 58
internal_count=3121 718 288 430 2403 2307 49 407 195 96 93 369 349 55 294 244 224 174 117 95 57 173 47 2258 2238 50 2161 109 71 58
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 1 14 16 2 3 4 1 2 4 12 39 2 4 457 2 475 15 43 2 14 47 157 15 52
split_gain=9.06663 1.14614 1.02022 0.698271 0.580858 0.455759 0.289764 0.24155 0.218015 0.234603 0.216814 0.238273 0.196143 0.200867 0.177802 0.162309 0.13977 0.129884 0.12767 0.115248 0.0972798 0.0934175 0.0976825 0.0877528 0.0815417 0.0767634 0.0657904 0.0628086 0.102472 0.0755598
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.098630000000000009 0.088105000000000003 0.077845000000000011 0.076175000000000007 -0.52595999999999987 0.14122000000000004 0.30112000000000005 0.36766000000000004 0.089770000000000016 0.090425000000000019 0.40473500000000007 -0.42850999999999995 0.087735000000000021 -1.0000000180025095e-35 -0.55119499999999988 0.080930000000000016 0.092365000000000017 -0.069854999999999987 0.050935000000000008 -0.079914999999999986 0.15950500000000004 -0.41790499999999997 0.090100000000000013 -0.23223999999999997 -0.024814999999999997 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 26 -4 12 -6 19 11 16 18 17 -7 -12 -5 -14 -1 21 -20 -10 27 -8 -17 -13 -3 -23 29 -29
right_child=1 3 6 10 8 14 23 -9 9 -11 15 25 13 -15 -16 24 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00078147448578468558 0.00060810017010385275 0.00030323503648233192 0.0005887080328304227 0.00043956694320076495 0.00039124805468460338 0.00055629846501850698 0.00039632430546194055 0.00073427382617730845 0.00064592485167399172 0.00041872990959680706 0.00026390404322838802 0.00032080412937117778 0.00047450250106522248 0.00040812048031126747 0.00036549290709969709 0.00015287800399842215 0.00026888545764302337 0.00060461172433342745 0.00063482010739778036 0.00042809691207081659 0.00059261138419945225 0.0006227086257431123 0.00062541920102273177 0.00025187244189740451 2.586001924096979e-06 0.00018872031998420325 0.00040827000046320686 0.00052981713964197531 0.00045355920779289506 0.00061190748601297809
leaf_weight=21 52 152 28 39 31 57 61 74 70 41 34 21 33 25 28 35 35 278 1210 20 254 39 86 22 23 87 27 128 45 65
leaf_count=21 52 152 28 39 31 57 61 74 70 41 34 21 33 25 28 35 35 278 1210 20 254 39 86 22 23 87 27 128 45 65
internal_value=0 0.000330121 0.000600037 0.000303254 0.000608468 0.000375219 0.000416223 0.000624457 0.000550754 0.000560763 0.000233915 0.00027313 0.000619995 0.000577213 0.000493445 0.000156336 0.000358839 0.000590806 0.000629674 0.000573618 0.000627497 0.00058034 0.000567693 0.000358036 9.32795e-05 0.000214403 0.000319078 0.00054977 0.000537818 0.000557464
internal_weight=0 590 2531 538 2420 264 111 1895 525 494 274 182 1821 336 85 92 74 311 1485 453 1464 433 363 83 58 108 179 277 238 193
internal_count=3121 590 2531 538 2420 264 111 1895 525 494 274 182 1821 336 85 92 74 311 1485 453 1464 433 363 83 58 108 179 277 238 193
is_linear=0
shrinkage=0.00196078


Tree=8471
num_leaves=31
num_cat=0
split_feature=1 3 4 1 45 4 4 0 1 2 15 16 1428 157 0 401 3 3 4 3 0 1 12 4 16 12 131 16 15 51
split_gain=0.362637 0.0884591 0.0458861 0.0377678 0.0408658 0.0355628 0.0288912 0.0280919 0.0274557 0.0325747 0.0293422 0.026696 0.0309449 0.0291302 0.0262257 0.0390282 0.0613637 0.07345 0.0575859 0.0338228 0.0264913 0.0549765 0.0263607 0.0485009 0.0261596 0.0242332 0.0242037 0.0225296 0.0222551 0.021961
threshold=0.10124500000000002 -0.034684999999999994 -0.0083799999999999986 0.15799000000000005 0.10526500000000001 0.042705000000000007 -0.17966999999999997 -0.050064999999999991 0.083345000000000016 0.087955000000000019 -0.093244999999999981 -0.015314999999999997 0.087445000000000009 -0.027269999999999996 -0.072269999999999987 0.080710000000000018 -0.14186499999999996 -0.10831999999999999 -0.50262499999999988 0.086245000000000016 -0.094654999999999975 0.089875000000000024 0.093965000000000007 -0.078629999999999992 -0.072804999999999981 -0.077884999999999996 0.077555000000000027 -0.12029499999999999 -0.0072999999999999992 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 11 4 6 14 -3 -4 9 -7 -10 -2 13 -13 19 16 18 -18 -16 20 21 26 25 -24 -25 -19 -1 -11 -21 -22
right_child=1 3 7 -5 -6 8 -8 -9 10 27 -12 12 -14 -15 15 -17 17 22 -20 28 29 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0092381034046411514 0.010783190850168468 0.0075092021362462014 0.0062954315406386742 0.0010923608703472252 0.0088109835364212769 0.010997134475037456 0.0040621091566669446 0.0036877463408653433 0.0064661348529625687 0.0077181716490673669 0.0020432982516164584 0.0039917339597429552 0.010018070793843696 0.0078383297121359247 0.014736476829275489 0.0037742743381496639 0.0018430800332377357 0.0050989754974753373 0.0079740824684610256 0.0070966619990094626 0.007965781262597383 0.0048139890405134514 0.0029019807712757032 0.010498885114100718 0.0065792468583418268 0.0087702521096216512 0.012434324016794562 0.0057779802377090645 0.0032428656178324121 0.0053144021629123019
leaf_weight=154 25 26 120 35 21 20 375 63 40 126 24 35 28 45 20 33 27 21 34 43 1315 26 32 21 90 125 28 114 23 32
leaf_count=154 25 26 120 35 21 20 375 63 40 126 24 35 28 45 20 33 27 21 34 43 1315 26 32 21 90 125 28 114 23 32
internal_value=0 0.00513854 0.006425 0.004249 0.00451081 0.00763569 0.00428561 0.0053977 0.00666298 0.0071197 0.00480757 0.00783851 0.00715687 0.00615544 0.0077914 0.00706947 0.00736336 0.006831 0.0104787 0.00797088 0.00806499 0.00911535 0.007297 0.00633197 0.0073208 0.00824219 0.00972983 0.00679658 0.00575367 0.00790279
internal_weight=0 773 316 457 422 2348 401 183 324 260 64 133 108 80 2024 403 370 316 54 1621 1555 208 289 143 111 146 182 240 66 1347
internal_count=3121 773 316 457 422 2348 401 183 324 260 64 133 108 80 2024 403 370 316 54 1621 1555 208 289 143 111 146 182 240 66 1347
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=31
num_cat=0
split_feature=1 12 1 1375 52 1 0 43 43 13 475 4 0 1 3 151 39 43 3 3 0 49 1 148 151 12 48 52 4 51
split_gain=0.30033 0.0841598 0.0456224 0.0345432 0.0345361 0.031603 0.0454006 0.0279863 0.0352124 0.049411 0.0276753 0.0271326 0.0262837 0.0539271 0.0326712 0.0262266 0.0298887 0.0316548 0.026033 0.0329123 0.0381986 0.0334215 0.0267106 0.0251472 0.0236346 0.0264043 0.0235564 0.0469356 0.0261383 0.0228861
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 -0.096099999999999977 -0.26636999999999994 0.15471500000000002 -0.026509999999999995 -0.04890499999999999 -0.11720999999999999 -0.0082249999999999979 -0.060699999999999997 0.033845000000000007 -0.094654999999999975 0.08592000000000001 -0.045649999999999989 -0.044604999999999992 0.10076500000000001 -0.016814999999999997 -0.0063699999999999989 0.13524500000000003 -0.23194499999999998 -1.0000000180025095e-35 0.093400000000000025 -0.066239999999999979 1.0000000180025095e-35 0.090285000000000018 0.093265000000000015 0.13140000000000004 -0.51253999999999988 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -2 23 -7 8 -5 -10 -1 12 13 -3 26 -12 17 -17 -9 20 21 -20 -22 -6 25 -13 28 -28 -14 -25
right_child=4 11 3 7 5 6 -8 18 9 -11 15 24 14 -15 -16 16 -18 -19 19 -21 22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0034586998157795862 0.0072865301122268036 0.0091957296844786748 0.0010703023139450869 0.0076238516363841685 0.00032876540208235386 0.0035826418786850164 -0.0026555299118626863 0.0031849010808703802 0.0046350485120655793 1.8350940081290902e-06 0.01062985141761601 0.0072011789102977468 0.010553276517682455 0.0044266858370974665 0.0030619027666814094 0.010347098203632853 0.003887579366885897 0.0065816222068889084 0.0022974719647318124 0.0037761478059876123 0.0053823558775627101 0.0077089022179799424 0.0093396729133515197 0.0037052275897272364 0.0093390992953486379 0.005201016194710386 0.0066899235047296517 0.0017128187212316942 0.0070822125331591271 0.0068243486412729211
leaf_weight=22 24 130 22 23 20 28 20 30 82 32 20 99 22 29 21 29 29 97 25 38 23 21 66 247 21 198 90 24 1563 26
leaf_count=22 24 130 22 23 20 28 20 30 82 32 20 99 22 29 21 29 29 97 25 38 23 21 66 247 21 198 90 24 1563 26
internal_value=0 0.00667248 0.00557695 0.00491051 0.00361994 0.00336189 0.000983404 0.00515899 0.00405461 0.0033345 0.00680158 0.00695122 0.00709579 0.0083259 0.00698208 0.00722183 0.00678208 0.00744828 0.00590432 0.0063759 0.00710768 0.00476791 0.008317 0.00375153 0.00609698 0.00586774 0.00703053 0.00564211 0.00713039 0.00400229
internal_weight=0 2756 559 362 365 341 48 340 137 114 197 2197 1879 159 1720 175 155 126 203 173 135 46 89 293 318 297 1699 114 1585 273
internal_count=3121 2756 559 362 365 341 48 340 137 114 197 2197 1879 159 1720 175 155 126 203 173 135 46 89 293 318 297 1699 114 1585 273
is_linear=0
shrinkage=0.1


Tree=8473
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 457 51 1 44 14 1 12 475 12 1 132 12 12 12 52 133 475 159 157 16 12 4 131 1201 11 3
split_gain=0.243267 0.068483 0.0404007 0.0433142 0.0365641 0.0305433 0.0317499 0.0285532 0.0287164 0.0310285 0.022904 0.0339978 0.0526111 0.0451737 0.0295479 0.023626 0.0254219 0.029034 0.0226864 0.029948 0.0225017 0.0223317 0.0213837 0.0235801 0.030018 0.0303423 0.0277348 0.0367722 0.050737 0.0331883
threshold=0.11829500000000003 0.078300000000000008 0.092395000000000019 -0.084824999999999998 0.10613500000000002 -0.40274499999999996 0.16773500000000005 0.081805000000000017 0.081185000000000021 0.10060500000000001 0.086305000000000007 -0.085684999999999997 0.083875000000000019 0.085760000000000017 0.081240000000000021 0.085955000000000018 0.085325000000000012 0.085195000000000007 0.087765000000000024 -0.0036349999999999998 -0.029109999999999997 0.078675000000000009 -0.50331999999999988 0.042200000000000008 0.086565000000000017 0.00063500000000000004 1.0000000180025095e-35 -0.024474999999999997 0.082245000000000013 -0.088494999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -2 -7 8 9 20 11 12 -3 14 15 16 17 -13 19 -18 -5 -22 -12 24 -24 26 27 -26 29 -29
right_child=5 10 -4 4 -6 6 -8 -9 -10 -11 22 13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0093584240918668619 0.0067060767401320234 0.0061256107427514958 0.0010125281036986659 0.0033805199512770695 0.0017919076010443722 0.0032624550977516267 -0.00075141663782276398 0.0086706584982533495 0.00858754071153023 0.0039335273324760459 0.0092436121976269148 0.0065191479767873753 0.011772334381627541 0.0030147325185894531 0.010067642714756613 0.0091616584157401867 0.0080615597421586117 0.010458025350235404 0.0018371999589726332 0.0033938409476023585 0.0054977896805385607 0.0080285312830131843 0.0035146289149848506 0.0053485991816521533 0.0022215416521898339 0.0054352206998130462 0.0077434553920800843 0.0050956360862536697 0.011432865830138327 0.0067133765997814876
leaf_weight=24 24 33 24 38 33 320 21 23 22 193 21 291 33 34 26 33 28 20 20 27 168 44 39 385 21 286 176 167 20 527
leaf_count=24 24 33 24 38 33 320 21 23 22 193 21 291 33 34 26 33 28 20 20 27 168 44 39 385 21 286 176 167 20 527
internal_value=0 0.00600523 0.00502795 0.00520477 0.00501343 0.00325795 0.00301527 0.00523128 0.00506116 0.00488604 0.00625949 0.00682121 0.00894897 0.00652803 0.00679647 0.00659348 0.00637392 0.00677245 0.00472135 0.00577013 0.00562138 0.00602304 0.00607305 0.00603198 0.00624484 0.00633379 0.00661589 0.00634589 0.0064672 0.00632409
internal_weight=0 2756 569 545 521 365 341 488 465 443 2187 545 66 479 445 419 386 311 75 55 250 212 1642 1621 1236 1197 911 735 714 694
internal_count=3121 2756 569 545 521 365 341 488 465 443 2187 545 66 479 445 419 386 311 75 55 250 212 1642 1621 1236 1197 911 735 714 694
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 2 1 2 4 4 150 1 2 2 1 4 1 3 4 47 1 15 3 160 14 1
split_gain=13.1983 2.16177 1.33757 1.14113 0.784575 0.736951 0.518955 0.37606 0.368507 0.331555 0.293425 0.28976 0.238606 0.233023 0.194991 0.147092 0.156409 0.126684 0.127003 0.116314 0.106994 0.113478 0.104246 0.0917271 0.0845948 0.0788822 0.0762919 0.0749342 0.0712526 0.0839496
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.14753000000000002 0.24564500000000003 0.27834500000000006 1.0000000180025095e-35 0.089625000000000024 0.090050000000000005 0.091265000000000013 1.0000000180025095e-35 0.060330000000000002 0.076935000000000017 -0.10831999999999999 -0.036839999999999991 0.090100000000000013 0.15964000000000003 -0.087894999999999987 -0.14847999999999997 -1.0000000180025095e-35 -0.23083499999999998 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 23 6 12 -6 11 14 -5 13 15 -4 19 17 -17 -1 -19 20 21 -7 -2 28 25 -13 -22 -15 -3 -30
right_child=1 2 8 10 7 9 -8 -9 -10 -11 -12 24 -14 27 -16 16 -18 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00070950715276808113 0.00072693887820430821 0.00041065003197454029 0.00037273312110782541 0.00060820479532478172 0.00063074705410355971 0.00049803398430028705 0.00085423857788675462 0.00037357754156212597 0.00041085583846124521 0.00043959567053417222 0.00038218086179887307 0.00019492727642070711 0.00049464480100759589 0.00028452546149366321 0.00046634720434993632 0.00066666348549701711 0.00051315612856204769 0.00065577772727855158 0.00080675703663147115 0.00057015782894699379 0.00076851944323458701 0.00064615136076128714 0.00056972701005101982 0.00043656284551773123 6.1048442753506642e-06 5.0143800748913897e-05 0.00064439620696499602 0.00016892210622909405 0.00033170773485383272 0.000223062663477342
leaf_weight=1142 50 31 40 34 69 22 76 32 34 41 63 39 24 29 28 288 28 312 23 82 45 207 24 33 25 23 33 84 125 35
leaf_count=1142 50 31 40 34 69 22 76 32 34 41 63 39 24 29 28 288 28 312 23 82 45 207 24 33 25 23 33 84 125 35
internal_value=0 0.000359779 0.000320719 0.000669822 0.000405795 0.000678421 0.000695497 0.000549268 0.000219807 0.000607844 0.000461406 0.000192742 0.000688858 0.000244118 0.000624387 0.000691457 0.000653062 0.000699672 0.000666143 0.000635762 0.000653285 0.000631922 0.000675951 0.000341104 0.000102392 0.000141217 0.000716006 0.00019859 0.000324612 0.000307942
internal_weight=0 673 599 2448 325 2351 1893 101 274 458 97 240 1817 153 417 1793 316 1477 335 389 307 229 74 224 87 62 78 113 191 160
internal_count=3121 673 599 2448 325 2351 1893 101 274 458 97 240 1817 153 417 1793 316 1477 335 389 307 229 74 224 87 62 78 113 191 160
is_linear=0
shrinkage=0.00196078


Tree=8475
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 42 52 149 40 123 1348 1 48 9 1 15 3 52 1424 13 147 1455 1453 1453 150 48 0 48 481 49
split_gain=0.246929 0.0836767 0.0610642 0.0366108 0.0354431 0.0309354 0.0344237 0.0304151 0.0274412 0.0271286 0.0255854 0.0375419 0.0369197 0.0290265 0.0247677 0.0220518 0.0214973 0.0202475 0.0200795 0.0207135 0.0216869 0.0203829 0.0314789 0.0219281 0.0196659 0.0212604 0.04153 0.029222 0.0290355 0.037177
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.25063000000000007 0.11649000000000002 -0.037344999999999996 0.07770500000000001 0.051255000000000002 1.0000000180025095e-35 0.084370000000000014 0.084525000000000003 -0.089814999999999992 0.081890000000000004 0.11910500000000002 -0.088429999999999995 -0.078244999999999995 -0.087769999999999987 1.0000000180025095e-35 0.27020000000000005 1.0000000180025095e-35 -0.23681499999999997 -0.095239999999999991 -0.084064999999999987 -0.090724999999999986 0.093265000000000015 -0.057069999999999989 0.11247500000000001 -0.050084999999999991 -0.0069299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 14 9 10 12 -12 -4 18 -2 -3 -8 -11 19 20 21 -14 -23 -24 -25 28 27 -27 29 -26
right_child=4 15 5 -5 -6 6 16 -9 -10 17 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00068743094092323673 0.0040327051351694452 0.0051586708028638819 0.0098858694762124551 0.0048360646827079893 -0.00064644666466241079 0.0017798483131628018 0.0068283324619396362 0.0066164709632105844 0.0030643075383428873 0.0074170104627098365 0.0067634783515875992 0.00092147358439185415 0.0083306733784931052 0.0092711533502405213 0.0022157459010486492 0.0014400064934027169 0.0043427472597815922 0.0039649597171947798 0.0087172650777164011 0.008409141156589613 0.0033963412592380214 0.002253489105662863 0.0093597404359440726 0.0090194020987204894 0.01129063122151863 0.0046922783568614625 0.0013573243220050175 0.0075117171086146435 0.0060416048518901165 0.0068494784223256154
leaf_weight=21 139 23 28 28 24 32 61 26 29 21 22 22 42 31 163 52 81 89 31 40 29 21 21 23 21 107 26 56 1628 184
leaf_count=21 139 23 28 28 24 32 61 26 29 21 22 22 42 31 163 52 81 89 31 40 29 21 21 23 21 107 26 56 1628 184
internal_value=0 0.00587504 0.00596677 0.00246885 0.00306314 0.00603157 0.00474279 0.00333458 0.00612232 0.00615863 0.00623102 0.00384248 0.00627696 0.00623224 0.00305203 0.0025804 0.0054105 0.00462399 0.00618998 0.00615434 0.00611254 0.00614954 0.00610565 0.0061448 0.00611179 0.00607871 0.00506889 0.00566092 0.00618284 0.00730443
internal_weight=0 2769 2694 49 352 2645 174 328 2471 2442 2332 44 2288 2260 302 75 142 110 2229 2198 2158 2129 2087 2066 2045 2022 189 163 1833 205
internal_count=3121 2769 2694 49 352 2645 174 328 2471 2442 2332 44 2288 2260 302 75 142 110 2229 2198 2158 2129 2087 2066 2045 2022 189 163 1833 205
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 52 2 11 0 0 11 4 0 4 12 12 14 1 1 2 159 3 13 457 457 12
split_gain=6.22592 0.778194 0.664753 0.579404 0.420299 0.271603 0.244622 0.233632 0.203367 0.158237 0.165427 0.14077 0.137682 0.127532 0.117368 0.109337 0.104829 0.10335 0.185156 0.0955842 0.0936471 0.0909282 0.0895622 0.0871188 0.0799251 0.0779966 0.138298 0.0755887 0.0583879 0.0564429
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.092550000000000007 0.23246000000000003 -0.17966999999999997 0.08257500000000001 0.10381000000000001 1.0000000180025095e-35 -0.23194499999999998 -0.068189999999999987 0.080150000000000013 0.053180000000000012 -0.074479999999999977 -0.064054999999999987 -1.0000000180025095e-35 0.13597000000000004 -0.46166999999999997 0.11669000000000002 0.15964000000000003 0.099185000000000009 0.082585000000000006 -0.10217499999999997 -0.0082249999999999979 0.045365000000000009 0.084485000000000018 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 12 22 11 29 -6 10 13 25 -1 27 -13 16 -8 23 -19 -18 -2 24 -3 -14 28 26 -4 -10 -22 -5
right_child=1 5 6 7 8 -7 15 -9 9 -11 -12 14 17 -15 -16 -17 19 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006409113473008236 0.00037582106472693879 0.00017823420646200083 0.00032677199399354411 0.00058316311944210002 0.00051814703671950889 0.00033933767634961341 0.00052109531889816966 0.00032094836251278589 0.00046092773619440879 0.00050369408413263137 0.0002440051932277438 0.00068515083256709983 0.00057562507722712201 0.00025125898689110266 0.00054343169700813278 0.00043235779054024635 0.00047997818603971775 0.00048604518737618965 0.00029701618173348361 0.00034853851030448103 0.00035419246491388433 0.00020490210960338678 6.3581815785283645e-05 0.00042334769468973664 0.00020409141839724325 0.00052731660008829286 0.00053032084290144063 0.00034415904805251495 0.00023210987046945328 0.00046686690849614043
leaf_weight=22 29 169 21 21 31 39 314 45 47 22 60 39 52 26 53 125 283 76 27 23 61 78 31 20 29 1218 33 39 20 68
leaf_count=22 29 169 21 21 31 39 314 45 47 22 60 39 52 26 53 125 283 76 27 23 61 78 31 20 29 1218 33 39 20 68
internal_value=0 0.00027595 0.00049962 0.000334712 0.000428581 0.000189652 0.000513834 0.00043609 0.000370679 0.000347114 0.000327086 0.000529441 0.000494713 0.000371594 0.000603508 0.00048526 0.000495926 0.000476333 0.000436494 0.000470099 0.00027211 0.000256111 0.000160463 0.000533326 0.000292424 0.000524084 0.000451163 0.000407974 0.000324049 0.000494308
internal_weight=0 590 2531 351 422 239 2109 134 225 194 172 1364 197 112 92 745 620 175 103 306 217 188 200 72 110 1272 54 86 81 89
internal_count=3121 590 2531 351 422 239 2109 134 225 194 172 1364 197 112 92 745 620 175 103 306 217 188 200 72 110 1272 54 86 81 89
is_linear=0
shrinkage=0.00196078


Tree=8477
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 2 4 2 0 15 1 4 150 1 12 4 475 47 3 50 14 0 15 51 48 3
split_gain=13.7923 2.19012 1.42473 1.23581 0.880885 0.651514 0.451031 0.355789 0.354462 0.325209 0.30521 0.299144 0.251825 0.341427 0.271272 0.213321 0.178266 0.167081 0.166996 0.185504 0.115259 0.111544 0.0943246 0.0917931 0.0891651 0.0885119 0.0823996 0.077805 0.0733742 0.073234
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.09253500000000002 0.36766000000000004 0.14285500000000004 0.27834500000000006 0.14285500000000004 -0.10474999999999998 -0.10469999999999999 0.085605000000000014 0.0082450000000000006 1.0000000180025095e-35 0.15471500000000002 0.091475000000000015 -0.52556499999999995 -0.066784999999999983 0.090100000000000013 -0.14847999999999997 0.086295000000000011 -0.45687499999999998 -0.060129999999999996 0.079055000000000014 -0.085989999999999997 0.081805000000000017 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 12 -5 11 16 -6 -4 13 28 26 18 20 24 19 -14 -7 27 -21 -13 -10 -20 -15 -3 -1 -22
right_child=1 2 8 7 10 9 -8 -9 17 -11 -12 23 15 14 -16 -17 -18 -19 25 22 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006170401753929518 0.0006152805485814478 0.00014911137385137792 0.00033203746856446824 0.00055874322434713267 0.00057095804482774654 0.00066654563215752115 0.00078697790583005507 0.00030985632215658712 0.00025055213085508119 0.00038531472135752871 0.00033927699345547485 3.401372888985345e-05 0.00083632515129133554 0.00051914487155823924 0.00038044415398791873 0.00054954864915125875 0.00042137879211747765 -2.2308765532297581e-05 0.00062106591211653352 0.00052105515172668534 0.00064846331874529519 0.00038225008423793764 0.00065695505688921196 0.00021564479666195957 0.00010870183127589256 0.00051557574680144772 0.00067713211378524218 0.00027307537199017592 0.00076360672931460774 0.0005590751871790403
leaf_weight=29 74 22 61 34 69 55 76 63 20 39 32 23 22 30 47 95 28 35 417 20 40 33 1078 20 115 33 22 169 24 296
leaf_count=29 74 22 61 34 69 55 76 63 20 39 32 23 22 30 47 95 28 35 417 20 40 33 1078 20 115 33 22 169 24 296
internal_value=0 0.000297041 0.000257726 0.000613985 0.00034553 0.000622934 0.000638989 0.000397095 0.000153578 0.000556574 0.000497554 0.000243745 0.000632799 0.0005564 0.000488405 0.000639774 0.000572514 9.84173e-05 0.000645233 0.000658052 0.000583337 0.000276984 0.00065448 0.000118493 0.000129717 0.00061333 0.000585986 0.000258797 0.00068341 0.000569717
internal_weight=0 673 599 2448 325 2351 1893 97 274 458 101 104 1817 152 99 1665 419 170 1570 1120 391 224 1098 43 135 450 52 191 53 336
internal_count=3121 673 599 2448 325 2351 1893 97 274 458 101 104 1817 152 99 1665 419 170 1570 1120 391 224 1098 43 135 450 52 191 53 336
is_linear=0
shrinkage=0.00196078


Tree=8478
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 42 2 14 2 0 1 4 150 4 1 132 1 4 0 12 4 15 1 40 1 3 1 0
split_gain=15.5427 2.61644 1.3246 1.21618 0.895244 0.722337 0.606759 0.557634 0.47874 0.426959 0.32088 0.25764 0.363941 0.247869 0.245646 0.186143 0.156604 0.145706 0.176823 0.143203 0.157301 0.134393 0.157714 0.128718 0.118468 0.117723 0.11684 0.110727 0.12541 0.103145
threshold=0.10508500000000001 -0.059315 -0.080389999999999989 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 -0.0060199999999999993 0.10613000000000002 0.062655000000000016 0.13404500000000005 -0.10607499999999999 0.085605000000000014 -0.15289999999999995 1.0000000180025095e-35 0.0082450000000000006 0.122715 0.088890000000000011 0.15799000000000005 0.053180000000000012 0.14486500000000005 0.091475000000000015 -0.52556499999999995 -0.033689999999999991 0.11910500000000002 -0.077714999999999992 0.12958500000000003 -0.017889999999999996 0.11392000000000001 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 16 6 9 25 -1 26 11 14 12 23 -10 19 21 -2 18 -6 20 -7 22 -13 -4 -5 -3 -8 -15 -29 -23
right_child=1 4 5 24 17 10 8 -9 13 -11 -12 15 -14 27 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00072246473042570909 0.00072356945578602781 0.00031410836676597746 0.00083828249298934399 0.00045955636953133865 0.0001818374463082159 0.00075560824579372409 0.00065947215415477199 0.00041378147409080416 0.0005856285390316271 0.00091699334214836818 0.00053819664908634902 0.00096385775535714395 0.00056826080075333539 0.00023136182347300395 0.00053763821936677258 0.00068999825820208693 0.00056233236527144712 0.0003061104479118013 -2.8253144712424747e-05 0.00065876141084281724 0.00058651075008478513 0.00075944790422111672 0.00078815881506419101 0.00068247525502312804 0.00031122922617004352 0.00017666227377805056 0.00047060007265969819 0.00043419570095983207 0.00031682445559645282 0.00064550996428788311
leaf_weight=35 115 46 47 47 67 263 34 63 20 77 49 20 58 24 31 94 29 24 20 110 23 411 1098 36 37 50 20 70 70 33
leaf_count=35 115 46 47 47 67 263 34 63 20 77 49 20 58 24 31 94 29 24 20 110 23 411 1098 36 37 50 20 70 70 33
internal_value=0 0.000410922 0.000747377 0.000581723 0.00032341 0.000756691 0.00037411 0.000524025 0.000427188 0.000774016 0.000688481 0.00076789 0.000687429 0.000379547 0.000705727 0.000774741 0.000691098 0.000170853 0.000133541 0.000718885 0.000742009 0.00077984 0.000791302 0.000770703 0.000394222 0.000242522 0.00058952 0.000354415 0.00037551 0.00075098
internal_weight=0 673 2448 228 445 2350 334 98 238 1874 476 1797 141 184 427 1656 144 111 87 396 286 1562 1118 83 84 96 54 164 140 444
internal_count=3121 673 2448 228 445 2350 334 98 238 1874 476 1797 141 184 427 1656 144 111 87 396 286 1562 1118 83 84 96 54 164 140 444
is_linear=0
shrinkage=0.00196078


Tree=8479
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 2 1 14 1 49 50 4 1 1 0 0 13 40 52 1 4 1429 133 2 2 0
split_gain=11.1377 1.84324 0.997946 0.867579 0.629822 0.603138 0.464402 0.396433 0.400639 0.353483 0.330292 0.288279 0.195598 0.181931 0.135951 0.130684 0.268639 0.152302 0.130876 0.128949 0.12744 0.12336 0.10686 0.105731 0.103858 0.114988 0.179835 0.0971791 0.0865009 0.0856617
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.35136499999999998 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.089875000000000024 -0.054984999999999992 0.041865000000000006 -0.013125 0.093100000000000002 0.075045000000000014 -0.038659999999999993 -0.10836499999999999 -0.083364999999999981 -0.077714999999999992 0.26391000000000003 0.13075500000000004 -0.51253999999999988 0.084690000000000015 0.083950000000000011 0.11411 0.087625000000000022 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 11 21 -8 -9 15 -5 12 22 -2 -6 17 20 18 -7 -14 -17 -3 24 27 -1 28 -27 -4 -26 -21
right_child=1 4 23 10 14 9 7 8 -10 -11 -12 -13 19 -15 -16 16 -18 -19 -20 29 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00085346082122831225 0.00047548688305967969 0.00032143555395072032 0.00051402105234311013 0.00064907223652219007 0.00015646009814453921 0.00067071338324180621 0.00062069381909822324 0.00064463747190494165 0.00035337246108353004 0.00047735555715298927 0.00040789517941931098 0.00083841800849924803 0.00051535704829757886 0.00066163761850969276 0.00031848683435122904 0.00071142566538676762 0.00044555786972731547 0.00074060029811764722 0.00055654168586291922 0.00067889063590381 0.00061724342044111136 0.00018151901958181576 0.00062679183006815855 0.00025619182939598566 0.00073124032566010042 0.00051573492503132802 0.00071346541148385192 0.00035103981674856248 0.00069288031552352158 0.00055116314852673314
leaf_weight=21 24 47 22 34 85 240 30 20 197 48 61 62 23 127 26 73 30 102 46 245 227 50 53 24 742 28 48 39 325 22
leaf_count=21 24 47 22 34 85 240 30 20 197 48 61 62 23 127 26 73 30 102 46 245 227 50 53 24 742 28 48 39 325 22
internal_value=0 0.000395772 0.000536387 0.000677892 0.000322838 0.000685365 0.000364277 0.000409425 0.000380217 0.000640263 0.000494211 0.000707384 0.000701993 0.000632051 0.000194412 0.000651154 0.00062247 0.00067555 0.00065235 0.000656231 0.000640161 0.000249314 0.000712897 0.000366443 0.000716818 0.000714307 0.000640617 0.00040982 0.000719556 0.000668366
internal_weight=0 691 236 2430 455 2335 344 247 217 766 95 1569 1507 151 111 718 330 388 286 290 300 97 1217 85 1164 1143 76 61 1067 267
internal_count=3121 691 236 2430 455 2335 344 247 217 766 95 1569 1507 151 111 718 330 388 286 290 300 97 1217 85 1164 1143 76 61 1067 267
is_linear=0
shrinkage=0.00196078


Tree=8480
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 150 52 52 43 49 2 48 52 2 12 1 43 43 1212 42 3 13 43 402 402 403 2 0 4 13
split_gain=0.41508 0.0726676 0.0587961 0.0551682 0.0468604 0.0464292 0.040781 0.067419 0.0398642 0.0354673 0.0311917 0.0306689 0.033808 0.0303089 0.0275842 0.03534 0.0248043 0.0335785 0.026006 0.0434758 0.0232154 0.027435 0.0229797 0.0212672 0.0305889 0.0294163 0.0295665 0.0211415 0.0208863 0.0207879
threshold=0.10920500000000001 0.27044500000000005 0.078300000000000008 0.035560000000000008 0.11924500000000002 0.084680000000000019 -0.088614999999999985 0.047850000000000011 -0.011694999999999999 -1.0000000180025095e-35 0.25063000000000007 -0.024949999999999996 -0.046924999999999988 0.14285500000000004 0.08815000000000002 0.089875000000000024 0.093175000000000022 0.060960000000000007 -0.055019999999999993 0.087075000000000014 -0.13309499999999996 1.0000000180025095e-35 -0.11720999999999999 0.2506000000000001 0.090075000000000002 0.23383500000000004 0.085730000000000015 -0.036484999999999997 -0.088784999999999989 -0.088464999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 13 -1 8 9 -8 20 -10 -13 -2 15 16 17 18 19 -4 -3 27 28 24 -16 26 -26 -22 -20 -24
right_child=1 10 14 -5 -6 -7 7 -9 11 -11 -12 12 -14 -15 23 -17 -18 -19 22 -21 21 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0077823070329328895 0.00662204536344834 0.005255785649758764 0.0080556490396459911 0.0092040453284146055 0.0016372220142959401 0.003291108957264663 0.0045847809768519276 0.0078900649502602286 0.002887447625960641 0.00054895544277602131 -0.00044625596880602347 0.0039676843956112859 0.0081545762545256716 0.0030138663645764745 0.0069845722301262111 0.0041264836261980234 0.010672408982645721 0.0043667087736712013 0.0081473783911045258 0.013479948247020895 0.0027429967420967614 -0.00048445500833622647 0.0062901308508589871 0.0040797499155261268 0.012988525459712203 0.0067568744798856125 0.0086025630087390847 0.0055438414018488293 0.01234801359474659 0.0078581934354448497
leaf_weight=98 169 50 45 52 26 82 51 79 29 38 24 30 54 27 1118 25 32 27 29 22 147 22 100 23 22 49 51 33 20 547
leaf_count=98 169 50 45 52 26 82 51 79 29 38 24 30 54 27 1118 25 32 27 29 22 147 22 100 23 22 49 51 33 20 547
internal_value=0 0.00414794 0.00716612 0.00613776 0.00574407 0.0052891 0.0060258 0.00541321 0.00444454 0.00286162 0.00299851 0.00569127 0.00665926 0.006125 0.00738885 0.00783037 0.00794302 0.00783246 0.0079551 0.00983676 0.00332658 0.00284906 0.00777396 0.00709276 0.00714864 0.00865217 0.00992436 0.00325648 0.00986192 0.00761583
internal_weight=0 554 2567 457 405 278 379 281 202 89 276 113 84 196 2110 847 822 790 763 67 252 202 696 1263 1240 122 73 180 49 647
internal_count=3121 554 2567 457 405 278 379 281 202 89 276 113 84 196 2110 847 822 790 763 67 252 202 696 1263 1240 122 73 180 49 647
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 4 12 12 4 159 3 4 15 2 4 47 14 131 52 2 3 4 3 0 15 39 4 2 3 0
split_gain=9.75558 1.26038 1.03615 0.839411 0.659401 0.467867 0.438482 0.424158 0.249648 0.244537 0.226892 0.198932 0.250443 0.187821 0.217149 0.172685 0.147454 0.132563 0.125213 0.153803 0.176618 0.122705 0.194386 0.109729 0.092124 0.119696 0.0834508 0.0856546 0.0809406 0.128807
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 -0.17966999999999997 0.091475000000000015 0.089570000000000025 0.40473500000000007 -1.0000000180025095e-35 -0.11171999999999999 0.018150000000000003 0.13592500000000005 0.14285500000000004 0.40945500000000007 0.077555000000000013 0.076175000000000007 0.086835000000000009 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 -0.064054999999999987 0.092670000000000016 -0.14001499999999997 -0.41396999999999995 0.093755000000000019 -0.50262499999999988 0.088930000000000023 -0.13309499999999996 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 10 -6 16 -3 -9 -5 -1 12 28 14 -11 21 23 24 19 20 -7 -12 -23 -4 -15 -26 -25 -28 -8 -30
right_child=1 3 6 9 5 18 11 8 -10 13 15 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 22 -24 26 25 -27 27 -29 29 -31
leaf_value=0.00039771796396594961 0.00060114991116487786 0.0003094788719059543 0.00049523025982422771 0.00038635763675072771 0.00064829190050353519 0.00033892161054129331 0.00065740537257426279 0.00055127038518671225 0.00030475974634103806 0.00033835832202829805 0.00064369614708239956 0.00051365161232958922 0.00037735702137764541 0.00017102185776957901 0.00017765305157891649 0.00072449535295805506 0.00073959437903185125 0.0002581356379656709 0.00050741819202747491 0.00027323893982933727 0.00053207893080664385 0.00056993121325242221 0.00036597919041114909 0.00075165228579057697 -5.0608193769552731e-05 0.00014029417468039581 0.00063597880821227514 0.00059571956839011534 0.00059944376110991941 0.00051768419985798587
leaf_weight=26 52 186 24 26 28 52 71 56 22 49 56 173 21 31 95 32 46 22 23 57 28 98 22 21 28 23 905 262 499 87
leaf_count=26 52 186 24 26 28 52 71 56 22 49 56 173 21 31 95 32 46 22 23 57 28 98 22 21 28 23 905 262 499 87
internal_value=0 0.000309646 0.000589628 0.000281471 0.000500938 0.000414466 0.000607375 0.000360375 0.000481742 0.000205446 0.000570412 0.000573 0.000588143 0.00018648 0.000232337 0.000591998 0.000630629 0.000122985 0.000373546 0.000351071 0.000406527 0.000567908 0.00053254 0.000626493 8.67246e-05 3.5485e-05 0.000629145 0.00062694 0.000594881 0.000587305
internal_weight=0 590 2531 538 422 188 2109 264 78 274 234 851 678 248 144 208 1258 104 160 137 80 176 120 1212 82 51 1188 1167 657 586
internal_count=3121 590 2531 538 422 188 2109 264 78 274 234 851 678 248 144 208 1258 104 160 137 80 176 120 1212 82 51 1188 1167 657 586
is_linear=0
shrinkage=0.00196078


Tree=8482
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 15 4 47 0 47 11 11 0 12 2 2 0 43 2 51 16 2 1 16 2 16 4 13
split_gain=10.1851 1.21223 1.07984 0.990149 0.735513 0.482495 0.434933 0.306994 0.290601 0.261388 0.202069 0.197066 0.181411 0.162843 0.154496 0.170495 0.133841 0.126225 0.124221 0.118206 0.132831 0.116778 0.102706 0.115983 0.145387 0.132932 0.101431 0.0812979 0.0798513 0.0737361
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.090165000000000009 0.024640000000000006 0.033845000000000007 0.13082500000000002 -0.23194499999999998 0.081320000000000017 1.0000000180025095e-35 0.080150000000000013 -0.097734999999999989 0.13597000000000004 0.11389000000000002 0.14530500000000005 -0.12333499999999999 -0.04890499999999999 0.11177500000000001 -0.096089999999999981 0.066275000000000014 0.10252500000000002 0.095950000000000021 -0.36241499999999999 0.17025000000000004 -0.11118499999999999 -0.0092149999999999992 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 28 12 11 14 26 -1 22 18 -14 -8 -16 21 19 -4 29 -21 -12 23 24 -6 -25 -3 -28 -5 -2
right_child=1 9 6 5 7 -7 8 -9 -10 -11 16 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00081461520331003654 0.00034954175308971405 0.00022529390706650004 0.00052479793664579296 0.00066479165865555064 0.00052153594896692755 0.00034741189415528074 0.0007753582619267847 0.00069916043239258701 0.00055498931617383677 0.00040463734022025606 0.00073865056746217088 0.00057169508789356449 0.00086985584141150568 0.00069595378802985916 0.00064367887212170489 0.00047907649594194749 0.00046839099464351946 0.0002096525182691859 0.00068082689089670031 0.00050637545670835667 0.00036045821248186741 0.00060706122782430889 0.00054760526458756263 0.0004466194902954538 0.00035643414567087969 0.00025715346690736898 0.00018546835497199071 2.1788174304745945e-05 0.0005585377225360798 0.00024090380530520679
leaf_weight=22 58 110 20 52 46 36 33 21 171 26 33 41 37 47 750 25 21 25 1026 31 106 121 21 24 37 35 28 20 57 41
leaf_count=22 58 110 20 52 46 36 33 21 171 26 33 41 37 47 750 25 21 25 1026 31 106 121 21 24 37 35 28 20 57 41
internal_value=0 0.000354479 0.000640558 0.000414312 0.000550017 0.000544225 0.000658675 0.00047342 0.000628423 0.000222455 0.000637501 0.000450182 0.000684884 0.000772554 0.000643964 0.000638369 0.000615235 0.000342138 0.000677844 0.000356172 0.000393476 0.000635259 0.000419618 0.00040069 0.000447936 0.000334224 0.000192476 0.000117268 0.000609228 0.00030455
internal_weight=0 590 2531 406 422 145 2109 225 979 184 197 204 1130 84 808 775 175 261 1046 236 137 154 163 142 83 59 158 48 109 99
internal_count=3121 590 2531 406 422 145 2109 225 979 184 197 204 1130 84 808 775 175 261 1046 236 137 154 163 142 83 59 158 48 109 99
is_linear=0
shrinkage=0.00196078


Tree=8483
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 1 2 159 52 160 2 52 14 16 4 0 1209 402 402 402 4 13 13 131 1 15 133 16 50 1446
split_gain=0.445044 0.0733929 0.0616894 0.0515259 0.050394 0.0451567 0.0477938 0.0425005 0.0318114 0.0389462 0.0301632 0.0394532 0.0292482 0.0499792 0.0285977 0.0292043 0.0343744 0.0295692 0.0396226 0.0323607 0.032158 0.0418622 0.0297713 0.0280215 0.0303292 0.0274449 0.0273192 0.0309966 0.0293572 0.0262533
threshold=0.10920500000000001 0.27044500000000005 0.078300000000000008 0.035560000000000008 -0.049509999999999992 0.092845000000000025 0.11389000000000002 0.082585000000000006 0.092650000000000024 0.079055000000000014 0.079055000000000014 0.056145000000000007 -0.42495999999999995 -0.16927999999999996 0.053180000000000012 -0.085034999999999986 -0.084629999999999997 0.08865000000000002 0.083170000000000008 0.113945 -0.51843499999999987 -0.08971999999999998 -0.085384999999999975 0.077555000000000027 0.089875000000000024 -0.56368999999999991 0.11269500000000002 -0.0068949999999999992 0.10803500000000001 0.087090000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 10 8 9 -6 -1 -12 -3 25 15 16 -4 18 20 -19 -17 -22 -23 24 26 -14 27 28 29 -18
right_child=1 12 14 -5 7 -7 -8 -9 -10 -11 11 -13 13 -15 -16 17 23 19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004045857153367252 0.0070025713433063148 0.0048476328792854805 0.012248252276331188 0.0092017293361445467 0.007860512636502141 0.0046890914713203329 0.002386780091646043 0.0018909990468187661 0.0026736672015183352 0.0032927957841561045 0.006919661578383478 0.010432192556826134 0.0060224272489285795 -0.0023206871186266654 0.0064970633117381049 0.010875540670531337 0.0090724327885490837 0.010601219235157425 0.003228719113394618 0.0074734958993966684 0.0039164191732293388 0.009904174896932785 0.0071802884938614395 0.0097075061806456437 0.0045827672218105627 0.0024669689220679701 0.0050682020133301139 0.0066588612813543394 0.0065082877168371788 0.0053440166497603064
leaf_weight=25 108 66 20 52 56 182 22 53 33 28 134 42 25 20 242 24 339 55 25 83 38 42 899 88 28 165 31 114 62 20
leaf_count=25 108 66 20 52 56 182 22 53 33 28 134 42 25 20 242 24 339 55 25 83 38 42 899 88 28 165 31 114 62 20
internal_value=0 0.00416653 0.00729175 0.0062384 0.00531338 0.00585792 0.00681185 0.00424024 0.00530443 0.00633794 0.00729618 0.00775788 0.00301138 0.00243427 0.0075199 0.00765241 0.00816199 0.00734561 0.0071611 0.00872005 0.00725911 0.00717046 0.00730186 0.00804216 0.00779544 0.00293479 0.00795437 0.00812161 0.00851769 0.00886472
internal_weight=0 554 2567 457 278 405 223 170 117 84 201 176 276 210 2110 1868 702 1166 1028 138 1003 979 941 682 594 190 566 535 421 359
internal_count=3121 554 2567 457 278 405 223 170 117 84 201 176 276 210 2110 1868 702 1166 1028 138 1003 979 941 682 594 190 566 535 421 359
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 2 4 4 12 2 3 34 47 4 4 16 4 3 52 2 3 31 14 15 13 0 16 47 0
split_gain=11.976 1.43817 1.30455 0.832653 0.832232 0.564299 0.48426 0.452854 0.413541 0.356461 0.294703 0.29246 0.285692 0.232547 0.230617 0.220132 0.154055 0.149761 0.307414 0.145743 0.218865 0.264448 0.14493 0.134243 0.126743 0.122149 0.113168 0.109889 0.0955707 0.0975376
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.13501500000000002 -0.16363499999999997 0.40124500000000002 0.091475000000000015 0.14285500000000004 -0.11171999999999999 -1.0000000180025095e-35 0.077555000000000013 0.018150000000000003 0.27834500000000006 -0.040964999999999994 -0.062539999999999984 0.092670000000000016 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 -0.077289999999999984 0.076175000000000007 -0.087894999999999987 -1.0000000180025095e-35 -0.14001499999999997 -0.36241499999999999 0.090100000000000013 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 11 10 9 -6 -5 23 12 -1 22 17 -11 -14 -7 -13 -19 20 21 -9 -3 26 -12 -17 -4 -22 29 -2
right_child=1 5 6 8 7 16 -8 19 -10 14 24 13 15 -15 -16 25 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004540096327864746 0.00047422458190278364 0.00026434709931393409 0.00057888211449608207 0.00064782396719851795 0.00069145006160054457 0.00034446496502968713 0.00046911153391548488 0.00038942877382067506 0.00037894287046506001 0.00067934287322147656 0.00018584057308270845 0.00072927048265175349 0.00046136131229118518 0.00082833979771856003 0.00059487725376861306 0.0002098384406714884 0.00056903223732328095 0.00065450327738604444 0.00039777823669068951 0.00057631654494965268 0.00040164758832063379 0.00062659308470848225 4.1739124279129436e-05 0.00082010292501299184 2.9427120272925836e-05 0.00039227902097931869 0.0007148804038965258 0.00022632921367612372 0.00047982154839645771 0.00033320546663735359
leaf_weight=26 22 22 24 91 31 23 37 51 29 662 69 57 36 32 153 43 24 97 22 23 27 28 23 46 28 21 1187 28 27 132
leaf_count=26 22 22 24 91 31 23 37 51 29 662 69 57 36 32 153 43 24 97 22 23 27 28 23 46 28 21 1187 28 27 132
internal_value=0 0.00036133 0.000671543 0.000456188 0.000572026 0.000262533 0.000691455 0.00047488 0.000582844 0.000695426 0.000224349 0.000650075 0.000280314 0.000674583 0.000663486 0.000338699 0.000459138 0.000646627 0.000607042 0.000432118 0.000407367 0.000473487 0.00015057 0.000716134 0.00014069 0.000269702 0.000712185 0.000312395 0.000372217 0.000353351
internal_weight=0 590 2531 301 422 289 2109 188 120 2072 242 234 145 208 815 100 47 176 119 157 134 79 45 1257 97 64 1211 55 181 154
internal_count=3121 590 2531 301 422 289 2109 188 120 2072 242 234 145 208 815 100 47 176 119 157 134 79 45 1257 97 64 1211 55 181 154
is_linear=0
shrinkage=0.00196078


Tree=8485
num_leaves=31
num_cat=0
split_feature=1 4 3 12 1 12 1 4 159 14 4 2 49 2 47 3 43 47 3 0 14 49 1 16 0 16 3 1 147 1
split_gain=21.6551 2.64777 2.18903 2.16961 1.31447 0.815399 0.806198 0.788332 0.715969 0.462487 0.450556 0.351023 0.348043 0.25893 0.256217 0.23853 0.287686 0.203259 0.200884 0.196008 0.190023 0.184324 0.174334 0.170187 0.169679 0.166516 0.151028 0.150289 0.147931 0.147491
threshold=0.10752500000000002 0.27287000000000006 -0.049509999999999992 0.051320000000000005 0.092390000000000014 0.091545000000000015 0.12958500000000003 -0.16363499999999997 0.082585000000000006 0.076175000000000007 0.053180000000000012 0.11389000000000002 -0.017229999999999999 0.12358500000000001 0.091680000000000011 0.31299000000000005 -0.013199999999999998 0.077555000000000013 0.11658 -0.10011499999999998 0.062655000000000016 -0.085174999999999987 0.15471500000000002 -0.066924999999999985 -0.14001499999999997 -0.013024999999999998 -0.10115999999999999 0.081670000000000006 0.088610000000000008 0.11829500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 11 9 28 -6 15 24 13 17 -2 19 21 16 29 20 -18 -7 25 -9 -8 -21 -5 -1 -12 -25 -3 -4
right_child=1 6 8 5 7 10 22 14 -10 -11 26 -13 -14 -15 -16 -17 18 -19 -20 23 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00079828299951443214 0.00061066833148205196 0.00050883009345348772 0.00062099675547080675 0.00080402936068138271 0.00095277243799834523 0.0010813117813145169 0.00030458988779541538 0.00073901506699099932 0.00031341572007337999 0.0011675452103700173 0.00063545387530443724 0.00065146100187737249 0.00088960374471941969 0.00073439634132417488 0.00077030389633908592 0.0003991103311087571 0.00085614790837819994 0.0010530746468319046 0.00061954707440302749 0.00095223861981587332 0.0010657356153516207 0.00053778100770965126 0.00014746098732184462 0.0008578644931617487 0.00097054149741802908 0.00092521381130001494 0.00081983291340649415 0.00094113500509731716 0.00032883416200413202 0.00040732295236826894
leaf_weight=78 21 107 23 24 31 29 121 21 57 46 20 22 95 29 31 24 22 33 37 286 20 105 35 229 1198 81 117 131 21 27
leaf_count=78 21 107 23 24 31 29 121 21 57 46 20 22 95 29 31 24 22 33 37 286 20 105 35 229 1198 81 117 131 21 27
internal_value=0 0.000500315 0.000626859 0.000917458 0.000789119 0.000943138 0.000363968 0.00066703 0.000497276 0.000974537 0.000895797 0.000887208 0.000839107 0.000915817 0.00061061 0.000576074 0.000615038 0.000911672 0.000707771 0.000923612 0.000885604 0.00057132 0.000269337 0.000916532 0.000967271 0.000862946 0.000792916 0.000888166 0.0004793 0.000505613
internal_weight=0 590 306 2531 422 2109 284 188 190 1268 841 234 116 704 157 133 109 212 59 675 179 126 156 646 1222 159 137 360 128 50
internal_count=3121 590 306 2531 422 2109 284 188 190 1268 841 234 116 704 157 133 109 212 59 675 179 126 156 646 1222 159 137 360 128 50
is_linear=0
shrinkage=0.00196078


Tree=8486
num_leaves=31
num_cat=0
split_feature=1 3 12 15 1 2 2 3 12 43 12 14 0 47 4 15 39 47 16 157 0 2 52 2 4 40 42 160 41 2
split_gain=0.515856 0.0807614 0.0698703 0.0496889 0.0502181 0.0471672 0.0434048 0.0399118 0.0523352 0.0399592 0.0315858 0.0328059 0.0309776 0.0343218 0.0292122 0.0530173 0.0270821 0.026271 0.0397237 0.0410394 0.0309519 0.0285227 0.0473802 0.0251012 0.0249053 0.0245726 0.0237583 0.037502 0.0224299 0.0223045
threshold=0.10920500000000001 -0.049509999999999992 0.078300000000000008 0.035560000000000008 0.092845000000000025 0.11411 0.11389000000000002 0.31534000000000006 -0.42850999999999995 -0.025214999999999998 0.11734000000000001 0.076175000000000007 -0.036484999999999997 0.089640000000000011 -0.16363499999999997 -0.018314999999999994 0.096625000000000016 0.077555000000000013 -0.034884999999999992 -0.080299999999999996 -0.084804999999999978 0.096540000000000015 -0.067494999999999986 0.15950500000000004 0.40124500000000002 -0.084904999999999994 0.088575000000000015 0.058535000000000011 0.08690500000000001 0.11448000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 12 17 9 -9 16 11 24 13 -2 -6 26 25 18 21 -20 -21 22 -1 -10 -4 -3 27 -16 -7 -11
right_child=1 7 10 -5 14 28 -8 8 23 29 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0070354103716090332 0.0110635758501788 0.0013926658416166901 0.0080105985291067088 0.0095096486168376251 0.0085990877822041522 0.003011787633547031 0.0030149629847569903 0.0047273887953321846 0.0014379811455728485 0.0070928162914958405 0.0060977421966234187 0.010387614358152296 0.0044087214289062942 0.0068161128010475443 0.0073332218857317727 -0.000272124782204628 0.0012473515685231082 0.010227241363335292 0.0050872792593306968 0.012118833938147874 0.0079532809867735275 0.0078482692058269802 0.00015208570286631587 -0.0029352015294578106 0.0044636724051088095 0.0050979931162492866 0.0022849611431846151 0.003745977389375113 0.0068840371965918513 0.0044050832990453473
leaf_weight=20 30 25 1945 52 20 52 22 35 35 47 87 58 26 52 68 20 57 34 27 30 44 26 20 21 20 63 23 51 21 90
leaf_count=20 30 25 1945 52 20 52 22 35 35 47 87 58 26 52 68 20 57 34 27 30 44 26 20 21 20 63 23 51 21 90
internal_value=0 0.00435597 0.00772065 0.00659962 0.00622598 0.00608922 0.00723196 0.0035149 0.00169394 0.00410251 0.00796345 0.00804368 0.00741641 0.00837006 0.00499339 0.00454824 0.00294544 0.00769352 0.00717767 0.00842442 0.00964202 0.00526977 0.00359375 -0.000201962 0.0079745 0.00404534 0.00522717 0.00579583 0.00412572 0.00532715
internal_weight=0 554 2567 457 405 181 223 373 91 282 2110 2023 108 82 182 162 145 201 167 101 74 66 40 56 1965 88 142 119 73 137
internal_count=3121 554 2567 457 405 181 223 373 91 282 2110 2023 108 82 182 162 145 201 167 101 74 66 40 56 1965 88 142 119 73 137
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=31
num_cat=0
split_feature=1 52 12 1 131 50 4 44 4 474 1 43 15 16 12 1 0 2 43 48 48 11 41 14 16 47 49 42 48 133
split_gain=0.417843 0.0715216 0.056595 0.0555757 0.0503221 0.0491629 0.0417733 0.0408385 0.0490977 0.0748633 0.0622002 0.042102 0.0354942 0.0435974 0.0278849 0.0323332 0.0270755 0.0267044 0.0266882 0.025421 0.024921 0.0239427 0.0452879 0.0234355 0.0234292 0.022598 0.021677 0.0220508 0.0239444 0.0217796
threshold=0.10920500000000001 -0.26636999999999994 0.078300000000000008 0.14262000000000002 0.096070000000000016 0.10965000000000001 -0.013514999999999998 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.080554999999999974 -0.41396999999999995 -0.11676499999999999 0.08815000000000002 0.089875000000000024 0.056435000000000006 0.13754500000000003 0.084740000000000024 -0.065224999999999991 0.085790000000000019 1.0000000180025095e-35 0.079300000000000009 -0.23083499999999998 -0.032969999999999992 0.090280000000000013 0.12497000000000001 -0.11051499999999999 -0.077484999999999984 0.10051500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 7 4 5 17 -7 8 16 10 -10 24 -5 -14 15 21 -1 18 23 -13 -19 -4 -23 -3 -12 -2 27 -16 -29 -28
right_child=1 3 14 12 -6 6 -8 -9 9 -11 11 19 13 -15 26 -17 -18 20 -20 -21 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0089651173675341211 0.010131500167772175 0.0063384608200673645 0.0075714521071414409 0.0033070145897979202 0.0075542288841557162 0.009832366745368663 0.0043014002789277589 0.0095712679293777428 0.006692325616297963 -0.00079346027690917252 0.0086232511373236769 0.0049148199652942516 0.0030454828669982301 -0.002937345890777892 0.0085323221405059196 0.0040682046860456471 0.0052536474424414344 -0.00017454785181773613 0.0071233010085831805 0.00094240832864782038 0.0037357377167479299 0.012187369543244132 0.0065069084390997891 0.0030259407089033631 0.0044134860850858666 0.0057919497539599737 0.0070242613347040288 0.0038438547151879625 0.0069143044282378736 0.0031093663305121789
leaf_weight=61 20 24 765 52 38 22 36 29 186 20 20 24 21 29 83 25 29 39 21 49 28 32 25 194 39 30 27 26 1097 30
leaf_count=61 20 24 765 52 38 22 36 29 186 20 20 24 21 29 83 25 29 39 21 49 28 32 25 194 39 30 27 26 1097 30
internal_value=0 0.00392037 0.00694858 0.0035625 0.00409145 0.00372995 0.00639935 0.00593966 0.00569359 0.00514091 0.00551414 0.00385397 0.00147781 -0.000424558 0.0071671 0.00761102 0.0077692 0.00322398 0.0037186 0.00224841 0.0014596 0.00771877 0.00969594 0.00339062 0.00584053 0.00752777 0.0068694 0.00695947 0.00684322 0.00496379
internal_weight=0 554 2567 504 402 364 58 457 428 338 318 132 102 50 2110 847 90 306 239 73 67 822 57 218 59 50 1263 1206 1123 57
internal_count=3121 554 2567 504 402 364 58 457 428 338 318 132 102 50 2110 847 90 306 239 73 67 822 57 218 59 50 1263 1206 1123 57
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 1 2 14 1 2 49 150 1 1 2 1 40 4 2 3 47 16 50 52 133 15
split_gain=12.9103 2.06655 1.04807 1.04302 0.66512 0.63195 0.576536 0.374352 0.365383 0.344122 0.342139 0.325417 0.235397 0.233249 0.180226 0.168175 0.132751 0.130704 0.128854 0.128804 0.121519 0.114531 0.139184 0.108307 0.10775 0.0845862 0.0830106 0.0755442 0.0889414 0.0754761
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.13501500000000002 0.062655000000000016 0.089625000000000024 0.090425000000000019 -0.054984999999999992 1.0000000180025095e-35 0.16175000000000003 0.13075500000000004 -0.0091949999999999983 0.13436000000000001 -0.077474999999999988 -0.55119499999999988 0.092365000000000017 -0.13927999999999999 0.10350500000000001 0.11346000000000002 0.041865000000000006 0.039215000000000007 0.11667000000000001 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 11 6 20 -8 -9 -5 15 12 21 18 -2 23 26 -4 -14 -10 -3 -1 -23 -6 -16 -12 29 28 -25 -7
right_child=1 5 17 9 10 16 7 8 19 -11 25 -13 13 -15 24 -17 -18 -19 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00072079149364423349 0.00033461428954022264 0.00014817474809062229 0.00026704250786185657 0.00050675185096695603 0.0005932359877858336 7.4809474331856367e-05 0.00046171598830351641 0.00047938197632046303 0.00021929888350318366 0.00026197964966864117 0.00025717480133426673 0.0006975684930081215 0.00039212982253054792 0.00032813338132516397 0.00057649332119649635 0.00036326609816379529 -0.00010593632474388617 9.583136168738051e-05 0.00054492763887023965 5.963440426690056e-05 8.6212438960172461e-06 0.00058375310503026401 0.00053323990473705201 0.00049475313167876664 0.0004587875244923926 0.00042237183925780382 0.00016321659153875181 0.0005361253886358153 0.00037099452658386427 -6.9957673503999026e-05
leaf_weight=21 23 47 60 34 62 45 30 20 166 63 26 76 23 23 67 29 21 24 274 22 49 1203 254 158 54 22 25 154 26 20
leaf_count=21 23 47 60 34 62 45 30 20 166 63 26 76 23 23 67 29 21 24 274 22 49 1203 254 158 54 22 25 154 26 20
internal_value=0 0.00024039 0.000392185 0.000547032 0.000555253 0.000162617 0.000205214 0.000256952 0.000227419 0.000347776 0.000489883 0.000571892 0.00056658 0.000518363 0.00049372 0.000507449 3.44417e-05 0.000218125 0.000533095 0.000200615 7.69443e-05 0.000577019 0.000574947 0.000517902 0.000523963 0.00033289 6.71965e-05 0.000504083 0.000477266 3.02657e-05
internal_weight=0 673 228 2448 2351 445 334 238 208 97 477 1874 1798 320 144 429 111 84 297 188 96 1478 1457 400 121 48 90 338 184 65
internal_count=3121 673 228 2448 2351 445 334 238 208 97 477 1874 1798 320 144 429 111 84 297 188 96 1478 1457 400 121 48 90 338 184 65
is_linear=0
shrinkage=0.00196078


Tree=8489
num_leaves=31
num_cat=0
split_feature=1 4 12 150 15 151 1 475 0 2 4 2 0 3 1428 48 1447 15 16 2 48 16 0 1 4 13 42 49 2 2
split_gain=0.40072 0.0700484 0.0540048 0.0439343 0.0402384 0.0408625 0.0409231 0.0616467 0.0361143 0.0300817 0.0288096 0.0278206 0.0257929 0.0336843 0.0321377 0.0284661 0.0575759 0.0251503 0.0361878 0.0336551 0.0251674 0.0238544 0.025767 0.0235711 0.0235567 0.0251694 0.058238 0.0276319 0.0435046 0.0417254
threshold=0.10920500000000001 0.27287000000000006 0.078300000000000008 0.084680000000000019 0.035560000000000008 0.032230000000000009 0.095950000000000021 -0.068264999999999978 0.18019500000000002 0.25063000000000007 0.053180000000000012 0.14285500000000004 -0.076899999999999982 -0.059315 0.08653000000000001 0.092475000000000016 -0.054404999999999988 -0.14601999999999996 -0.034884999999999992 0.084755000000000011 0.087380000000000013 1.0000000180025095e-35 -0.068944999999999992 0.13075500000000004 -0.085594999999999991 0.061215000000000012 -0.095284999999999995 -0.009329999999999998 0.10045500000000002 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 6 7 -1 17 23 12 -2 13 24 15 16 -14 -9 20 -20 -19 22 -8 -3 -4 27 -27 29 -29 -26
right_child=1 9 10 -5 -6 -7 21 8 -10 -11 -12 -13 14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0024865624055798565 0.0060500886537449656 0.003845776130699299 0.0080261922371180783 0.0028218586999683771 0.0082491777649220943 0.0019217520172594852 0.004298532428929764 0.010355384814409683 0.0030960251726875349 -0.0008644260378787294 0.0058028738566831602 0.0025945941302106131 0.011452733383824429 0.011064789901402864 0.0092560448444315366 0.0034912880957371703 0.0060785220415477924 0.0040612807195652655 0.011859773797914386 0.0072635279929575821 0.0080710905037172462 0.0068191919337820123 0.0004443679332987152 0.0019063985723411091 0.0064317537767981936 0.0084074530117213726 0.0018723271101286324 0.0071332359085657174 0.011848368700593711 0.0015011273312848063
leaf_weight=35 170 121 237 82 52 33 82 26 21 24 242 27 21 22 35 38 393 49 21 66 23 27 22 130 121 25 30 906 20 20
leaf_count=35 170 121 237 82 52 33 82 26 21 24 242 27 21 22 35 38 393 49 21 66 23 27 22 130 121 25 30 906 20 20
internal_value=0 0.00365052 0.00661603 0.00476689 0.00563046 0.00529423 0.0055934 0.00636669 0.00702593 0.00251791 0.00682949 0.00557649 0.00696249 0.00718315 0.00633675 0.0061107 0.00635113 0.00747203 0.00700054 0.00837297 0.00534219 0.00417079 0.00348323 0.00284132 0.00712031 0.00692897 0.00484284 0.0070365 0.00723507 0.00573237
internal_weight=0 554 2567 279 457 405 372 241 206 275 2110 197 1868 1381 487 452 414 185 159 87 72 131 104 251 1359 1122 55 1067 926 141
internal_count=3121 554 2567 279 457 405 372 241 206 275 2110 197 1868 1381 487 452 414 185 159 87 72 131 104 251 1359 1122 55 1067 926 141
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=31
num_cat=0
split_feature=1 3 3 4 3 1 4 43 2 12 150 0 12 47 2 13 49 4 130 4 16 16 39 3 49 16 0 3 13 3
split_gain=6.87516 0.82012 0.68745 0.431841 0.387022 0.34578 0.319754 0.288951 0.212641 0.190285 0.176007 0.172306 0.261256 0.143436 0.140381 0.133402 0.125949 0.122772 0.100988 0.100942 0.0923384 0.0859982 0.0810844 0.0774382 0.0849295 0.0717479 0.0681668 0.0667448 0.0659184 0.0790013
threshold=0.10752500000000002 -0.053259999999999995 -0.065819999999999976 0.27834500000000006 0.31534000000000006 0.08864000000000001 0.36766000000000004 -0.025214999999999998 0.13404500000000005 -0.010834999999999999 1.0000000180025095e-35 -0.14832499999999996 0.051320000000000005 0.077555000000000013 0.11177500000000001 -0.47860499999999995 -0.017229999999999999 0.033845000000000007 -0.054924999999999995 -0.011209999999999999 -0.008904999999999998 -0.0024749999999999993 0.087880000000000014 0.10732000000000001 0.10084500000000002 -0.013024999999999998 -0.096374999999999975 0.51139500000000016 -0.085384999999999975 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 7 8 11 18 13 -7 -11 -1 -13 23 -9 27 -2 28 -3 -16 -21 22 -20 24 25 -4 -27 -6 29 -14
right_child=1 4 5 -5 15 9 -8 14 -10 10 -12 12 17 -15 19 -17 -18 -19 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00062546047978786481 0.00031365745454804011 6.7183650885712973e-05 0.00048286831060515077 0.00025970112649553452 0.00010328221122857512 0.00031481083463751769 0.00029603179462034911 0.00041681187038989379 0.00035080197230711875 0.00047771545029507193 0.00031732490609997658 0.00034475053167518446 0.00066437538374554026 0.00063184425332187834 0.00039795145521906607 7.0819305629534199e-06 0.00048161638892089818 0.00047722492069776992 0.00028845307362430233 0.00028873844420590733 0.00014851664832117511 0.00028713941628445569 0.00015060714829037442 0.00037117897640735677 0.00040715270107407264 0.00065984042251811302 0.00052616527758923858 0.00023703126948457464 0.00052172674054534024 0.00054371140194058173
leaf_weight=62 21 21 108 75 32 93 24 38 40 91 37 32 22 30 22 33 94 198 21 65 25 42 75 20 33 20 55 26 1263 403
leaf_count=62 21 21 108 75 32 93 24 38 40 91 37 32 22 30 22 33 94 198 21 65 25 42 75 20 33 20 55 26 1263 403
internal_value=0 0.000269384 0.000504426 0.000375454 0.000219 0.00044141 0.000520997 0.000252099 0.000484094 0.00038231 0.000431353 0.000523724 0.000520436 0.000504138 0.000313831 0.00010661 0.000450946 0.000523416 0.00019386 0.000278891 0.000249788 0.000213137 0.000180761 0.000487904 0.000498712 0.000515222 0.000561812 0.000163239 0.000528835 0.000549958
internal_weight=0 590 2531 190 400 527 2004 309 306 221 128 1980 1918 266 150 91 115 1886 159 112 90 138 96 236 216 183 75 58 1688 425
internal_count=3121 590 2531 190 400 527 2004 309 306 221 128 1980 1918 266 150 91 115 1886 159 112 90 138 96 236 216 183 75 58 1688 425
is_linear=0
shrinkage=0.00196078


Tree=8491
num_leaves=31
num_cat=0
split_feature=1 3 2 0 2 4 52 1 148 13 4 16 0 40 13 43 401 12 11 12 41 158 0 3 4 0 160 159 43 13
split_gain=0.365273 0.0622241 0.0515102 0.0405704 0.0359794 0.0350816 0.0322716 0.0454314 0.0350375 0.0360741 0.0331143 0.0289226 0.0275133 0.0265766 0.0667387 0.035563 0.0263545 0.0243986 0.0234944 0.0363925 0.0739069 0.0232481 0.0251246 0.0261081 0.0243162 0.0342337 0.0232448 0.0222981 0.0215329 0.0450636
threshold=0.10920500000000001 -0.049509999999999992 0.099515000000000006 -0.13027499999999997 -0.0091949999999999983 0.09173000000000002 -0.23798499999999997 0.16540500000000002 -0.066239999999999979 -0.004174999999999999 0.04735000000000001 -0.0068949999999999992 0.14486500000000005 -0.063404999999999989 -0.079299999999999995 -0.06984499999999999 0.080710000000000018 -0.088589999999999988 0.075910000000000019 0.085785000000000014 0.077565000000000009 0.085030000000000008 -0.11173999999999999 -0.080934999999999993 0.0061450000000000003 -0.10011499999999998 -0.087429999999999994 0.11109000000000001 -0.078139999999999973 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -4 11 -2 -3 8 -8 13 -11 -1 16 15 17 -10 28 -15 21 -20 -21 22 23 -6 25 -24 -26 -27 -5 -30
right_child=1 6 3 12 18 -7 7 -9 9 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 24 -25 26 27 -28 -29 29 -31
leaf_value=0.0025970681497355834 0.0063643743795762349 0.0065283829789786118 0.0037016233022403077 0.007471055577687887 0.0017612559732515364 0.0035799399872000017 -0.00042143878414325662 -0.0020173485036052408 0.0026704267412600478 0.0074644440439559758 0.0033498368858588196 0.0064533864456304425 0.0030272034644440284 0.0042049925935619594 -0.0036381670221176353 0.0074839310836978257 0.0034315173307965909 0.0011912220005007065 0.010437307461397724 0.010435492100871423 0.0023282416023152029 0.0076738761989470347 0.010318764850497247 0.0056975088593610957 0.0077677060477435583 0.006641364411200514 0.0042894134647563573 0.003739472437236044 0.0061942265038921959 0.0014882365834306588
leaf_weight=41 91 21 107 112 20 90 31 21 66 31 53 37 32 48 21 20 35 61 40 22 23 165 25 107 25 1373 83 27 271 22
leaf_count=41 91 21 107 112 20 90 31 21 66 31 53 37 32 48 21 20 35 61 40 22 23 165 25 107 25 1373 83 27 271 22
internal_value=0 0.00345846 0.00628977 0.00545973 0.00653152 0.00497985 0.0027202 0.00249301 0.00277917 0.0031099 0.00486832 0.00442635 0.00585828 0.00242606 0.00152387 0.00378985 0.00606418 0.00251839 0.00661749 0.00824262 0.00629179 0.0065418 0.00642928 0.00507763 0.00654125 0.0066509 0.00509457 0.0065854 0.00629169 0.00584088
internal_weight=0 554 2567 579 1988 181 373 352 331 300 84 78 472 216 130 86 440 109 1910 85 45 1825 1660 127 1533 1425 108 1400 405 293
internal_count=3121 554 2567 579 1988 181 373 352 331 300 84 78 472 216 130 86 440 109 1910 85 45 1825 1660 127 1533 1425 108 1400 405 293
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 45 14 2 2 1 2 150 4 2 47 0 47 1 12 4 4 3 1 0 13 2 4 16 51
split_gain=15.8921 2.78294 1.76392 1.36666 1.05497 0.80372 0.494852 0.450928 0.448747 0.438804 0.376659 0.339956 0.2742 0.267805 0.228431 0.183671 0.176635 0.335708 0.281265 0.165637 0.145719 0.12507 0.12642 0.124654 0.13351 0.108107 0.0975148 0.0965569 0.0909466 0.0892165
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.10783500000000001 0.062655000000000016 0.14285500000000004 0.11474000000000002 0.092845000000000025 0.14960000000000004 1.0000000180025095e-35 0.40945500000000007 -0.090999999999999984 0.090100000000000013 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.08815000000000002 0.053180000000000012 -0.51843499999999987 -0.13927999999999999 0.076935000000000017 -0.030209999999999997 -1.0000000180025095e-35 0.089885000000000007 -0.036839999999999991 -1.0000000180025095e-35 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 15 7 11 14 12 -6 -5 13 20 -4 -1 29 17 18 -16 21 23 -18 -23 24 -7 -15 -20 -2 -21 -3
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 -13 -14 25 16 -17 19 -19 26 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005420726132139218 0.00078719476449723338 0.00021696507257320993 0.00034964555379892002 0.00064711553574192757 0.00067129513618294624 0.00070634584916734152 0.0005084187858481478 0.00089482041450661398 0.00045413658389978042 0.00036764412880966474 0.0003955719703991039 8.8511872591650066e-05 0.00048659422202687971 0.00015416780910909123 0.00072854161556927912 0.00049283579523125656 0.0009173855728128043 0.00087573269068026076 0.00060320979575359394 0.00073994662894130952 0.00062808671136521308 0.00061016177868141851 0.00076800677972786019 0.00077928271148472992 0.00056046149602123336 0.00029619390627852194 0.00043326221607333301 0.00063589202860991163 0.00069095349241581169 0.00034970893227815204
leaf_weight=22 50 22 60 37 77 174 21 76 39 24 60 79 28 87 49 33 21 25 27 647 113 20 793 76 28 27 25 24 188 169
leaf_count=22 50 22 60 37 77 174 21 76 39 24 60 79 28 87 49 33 21 25 27 647 113 20 793 76 28 27 25 24 188 169
internal_value=0 0.00037939 0.000335073 0.000719606 0.000432772 0.000729016 0.000219189 0.000746849 0.000655311 0.00059914 0.000491522 0.000195182 0.000674036 0.000243612 0.000740659 0.000357757 0.000743093 0.000672302 0.000621948 0.000748438 0.000687459 0.000767983 0.000764124 0.000711592 0.000686124 0.000187806 0.000521504 0.000738124 0.000728916 0.000334419
internal_weight=0 673 599 2448 325 2351 274 1893 458 101 97 253 419 174 1817 224 1795 126 101 1669 391 834 813 278 202 114 52 74 835 191
internal_count=3121 673 599 2448 325 2351 274 1893 458 101 97 253 419 174 1817 224 1795 126 101 1669 391 834 813 278 202 114 52 74 835 191
is_linear=0
shrinkage=0.00196078


Tree=8493
num_leaves=31
num_cat=0
split_feature=1 12 2 16 39 2 4 47 51 3 132 484 2 34 2 15 4 3 2 0 3 1 1 4 15 16 11 15 484 0
split_gain=0.367165 0.0974597 0.0540922 0.052606 0.0557714 0.0477433 0.0534592 0.0572723 0.0587675 0.0413571 0.0499496 0.0410791 0.0436313 0.0385273 0.0508283 0.0338464 0.0323043 0.0386847 0.0467864 0.0430407 0.0330864 0.0315371 0.02771 0.0260145 0.0269884 0.0254767 0.0250199 0.0368552 0.0280304 0.0243914
threshold=0.11829500000000003 0.078300000000000008 0.10855000000000002 -0.0087049999999999992 0.056590000000000008 -0.0091949999999999983 -0.064054999999999987 0.077555000000000013 0.090230000000000019 0.31370500000000007 0.10613500000000002 0.041405000000000004 0.087995000000000004 -0.021334999999999996 0.11870500000000002 -0.41396999999999995 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.068604999999999985 -0.10831999999999999 0.11392000000000001 0.13820500000000002 -0.04890499999999999 -0.042209999999999991 -0.52595999999999987 0.080455000000000013 0.040760000000000005 -0.011854999999999999 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 21 -5 -1 -7 8 11 13 15 12 -8 -2 -15 -11 17 18 -3 -19 -21 25 -17 -16 -25 -4 28 -28 -20 -14
right_child=9 16 3 4 -6 6 7 -9 -10 10 -12 -13 29 14 23 22 -18 19 26 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0032154697261123351 0.00056716964802119971 0.011973016172647476 0.0029129261479955981 -0.0012080646424109524 0.0047043337133126683 0.0078447904430045592 0.0093193295176696184 0.0083720311998728338 -0.00076591326622292403 0.0023141723048562806 0.0045429995417809827 0.00088578176551631525 0.003284098897605542 0.0057725949659395747 0.0059590944288564589 0.00019599973951699214 0.0053788801261172347 0.0065804588427556933 0.0078086728032212699 0.0014890051912516357 0.0055003462964788889 0.0013805350288748743 -0.0050680249067954729 0.0028119623049029283 -0.0011151168584114029 0.0068460388759408021 0.0071798074881108597 0.01196185653563589 0.0025142942159436642 0.006304934363848028
leaf_weight=72 43 25 23 39 27 111 26 44 20 24 26 21 55 85 21 20 278 1524 20 23 194 21 20 105 21 58 83 20 20 52
leaf_count=72 43 25 23 39 27 111 26 44 20 24 26 21 55 85 21 20 278 1524 20 23 194 21 20 105 21 58 83 20 20 52
internal_value=0 0.00608269 0.00491684 0.00341048 0.00121064 0.00554794 0.00605839 0.00514879 0.00433372 0.00270755 0.000846862 0.00499601 0.005645 0.0033165 0.00382608 -0.000654693 0.00638601 0.00653268 0.00798182 0.00639284 0.00507518 0.00483391 -0.00243601 0.00270054 0.00215745 0.00572923 0.00728406 0.00810836 0.00516148 0.00475217
internal_weight=0 2756 569 168 66 401 329 218 174 365 90 154 133 275 232 64 2187 1909 168 1741 217 102 40 147 126 81 143 103 40 107
internal_count=3121 2756 569 168 66 401 329 218 174 365 90 154 133 275 232 64 2187 1909 168 1741 217 102 40 147 126 81 143 103 40 107
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=31
num_cat=0
split_feature=1 1 12 4 12 2 4 1 47 14 2 43 2 2 0 15 16 11 3 43 15 52 13 52 2 34 12 4 3 13
split_gain=10.137 1.2365 1.06339 1.02423 0.823805 0.517004 0.489681 0.365089 0.327261 0.296145 0.250496 0.158242 0.180169 0.124666 0.11151 0.162792 0.100796 0.0974702 0.0988476 0.0955563 0.0842719 0.0776756 0.0755435 0.0997824 0.0739594 0.0720266 0.0673906 0.0657099 0.0927373 0.0630935
threshold=0.10752500000000002 0.13559000000000002 0.085055000000000006 0.27834500000000006 -0.010834999999999999 0.13754500000000003 0.40124500000000002 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.092235000000000025 -0.04890499999999999 0.11177500000000001 0.092120000000000021 -0.11173999999999999 -0.10469999999999999 -0.090344999999999995 1.0000000180025095e-35 -0.10217499999999997 -0.016814999999999997 -0.028889999999999996 -0.16675999999999999 -0.0075049999999999987 -0.021869999999999997 0.14838000000000004 -1.0000000180025095e-35 0.08815000000000002 -0.0073899999999999999 -0.078724999999999976 -0.070999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 7 9 -4 13 24 10 14 -2 -13 -1 15 -6 -9 18 19 -12 -15 -11 -14 -24 25 -3 -16 -20 -29 -27
right_child=1 8 6 -5 5 -7 -8 16 -10 21 17 12 22 20 26 -17 -18 -19 27 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=0.00066620722364366439 0.00022770230156087109 8.8749469730074323e-05 0.00055830219432505192 0.00032784175474785367 0.0006730514338419935 0.00036919585004188297 0.00029454394411052167 0.00048639969571548348 0.00036826750536085432 0.00060780651367488595 0.00055543626465049442 0.00045827448646114415 0.00023809842540652957 0.00054687465112508704 0.00062915546984013344 0.00049107502422730592 0.00032662562951312244 0.00063335736510675437 0.00058487225340780945 0.00037825117203109826 0.00039490925842056087 0.00074705144323415141 0.00044736259005595102 0.00028115494382824477 8.5095973976062505e-05 0.00015653667763636085 0.00060185023045343457 0.00058892223933549367 0.00051070584683810872 0.0002895074228788682
leaf_weight=24 112 28 109 59 27 37 36 20 26 20 25 31 56 47 772 63 63 76 314 22 20 67 21 41 73 34 632 97 146 23
leaf_count=24 112 28 109 59 27 37 36 20 26 20 25 31 56 47 772 63 63 76 314 22 20 67 21 41 73 34 632 97 146 23
internal_value=0 0.000297756 0.000358185 0.000583159 0.000589253 0.000599102 0.000492817 0.000459171 0.000164418 0.000602865 0.000598376 0.000283389 0.000325248 0.000544948 0.000612575 0.000545668 0.000365125 0.000567178 0.000558851 0.000472499 0.000501512 0.000715041 0.000290301 0.000337451 0.000130873 0.000170187 0.000616864 0.000566137 0.000541928 0.000210192
internal_weight=0 590 406 2531 2472 2298 145 174 184 2261 2174 261 149 91 1494 90 83 680 604 47 67 87 118 62 158 85 1404 557 243 57
internal_count=3121 590 406 2531 2472 2298 145 174 184 2261 2174 261 149 91 1494 90 83 680 604 47 67 87 118 62 158 85 1404 557 243 57
is_linear=0
shrinkage=0.00196078


Tree=8495
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 2 1 2 2 50 4 1 49 14 4 1 2 51 11 16 3 43 0 1 4 16
split_gain=17.1274 2.82062 1.77588 1.60774 1.14785 0.96892 0.815173 0.637045 0.536682 0.460825 0.43251 0.337082 0.328049 0.288369 0.239693 0.187765 0.183392 0.165866 0.156368 0.163396 0.153156 0.152924 0.147942 0.147789 0.140384 0.135345 0.120779 0.118676 0.115404 0.110649
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.27044500000000005 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10045500000000002 0.091265000000000013 0.041865000000000006 -0.15289999999999995 0.090475000000000014 -0.017229999999999999 -0.46166999999999997 -0.013514999999999998 0.086920000000000011 0.17760500000000004 -0.065634999999999985 1.0000000180025095e-35 0.11346000000000002 -0.014944999999999998 0.064745000000000011 0.14486500000000005 0.11414000000000001 -0.036839999999999991 -0.49446999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 9 6 8 16 12 24 -5 -11 15 20 -13 -1 -6 -16 25 -20 -4 -19 -10 -7 -3 26 -14 -23 -2 -26
right_child=1 2 13 10 7 23 -8 -9 22 11 -12 14 18 -15 17 -17 -18 21 19 -21 -22 27 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0008046621845926047 0.00082482172636424793 0.00034964778129251394 0.0001814465653051667 0.00069405413302566074 0.00052508687831802304 0.00039761320801611941 0.00041968542877036859 0.00040054442720165715 0.00080909392120791408 0.00062850226459452529 0.00041964156063284565 0.00058782066054203922 0.00079471584889938415 0.00033122372223076479 0.00049642228296184845 0.00074602683731818463 0.00073753455345441346 0.00018960161504588975 0.00072485493645684624 0.00056302740954043164 2.7202074142063367e-05 0.00041099200354353824 0.00098862496247283755 0.00061597327441109901 0.00030872225279981227 0.00069199818935172233 0.00063768132936720752 0.0002959376593193441 0.00065940999931174947 0.00013775462346262736
leaf_weight=1189 50 35 55 34 21 26 24 49 25 24 63 20 322 30 30 255 61 23 310 26 45 81 60 22 22 72 20 60 24 43
leaf_count=1189 50 35 55 34 21 26 24 49 25 24 63 20 322 30 30 255 61 23 310 26 45 81 60 22 22 72 20 60 24 43
internal_value=0 0.000410021 0.000365404 0.000763212 0.000421613 0.000773418 0.000779165 0.000577428 0.000782951 0.000361224 0.000515827 0.000408154 0.000777028 0.000162618 0.000383442 0.000794308 0.000683127 0.000362372 0.00074376 0.000712333 0.000112037 0.00033785 0.000935822 0.000497695 0.00024953 0.000769266 0.000785533 0.000362033 0.000771175 0.000195621
internal_weight=0 673 599 2448 469 2351 2303 131 2279 338 97 238 2194 130 214 1444 82 194 750 336 100 164 85 48 100 414 342 141 74 65
internal_count=3121 673 599 2448 469 2351 2303 131 2279 338 97 238 2194 130 214 1444 82 194 750 336 100 164 85 48 100 414 342 141 74 65
is_linear=0
shrinkage=0.00196078


Tree=8496
num_leaves=31
num_cat=0
split_feature=1 4 123 2 155 157 3 376 15 157 46 3 4 15 3 150 160 13 1 12 1 49 0 13 43 11 51 2 0 150
split_gain=0.420128 0.0695871 0.0584589 0.0476116 0.0463377 0.0495423 0.035917 0.0456719 0.032754 0.0442643 0.0326286 0.0435841 0.0597075 0.0630151 0.0328358 0.0811845 0.0507038 0.0502556 0.0627109 0.0370067 0.0316113 0.0302645 0.0285013 0.0271352 0.0374165 0.0334761 0.0252152 0.0243989 0.0239191 0.0257772
threshold=0.10920500000000001 0.27044500000000005 1.0000000180025095e-35 0.14122000000000004 0.10158500000000002 -0.081749999999999975 0.149315 0.080200000000000007 0.024640000000000006 -0.0091799999999999989 0.084955000000000017 0.090900000000000009 -0.46376499999999993 -0.03241999999999999 -0.091054999999999983 0.081835000000000019 -0.067824999999999983 0.090705000000000008 0.077845000000000011 0.095780000000000018 0.13075500000000004 -1.0000000180025095e-35 0.024095000000000002 0.054800000000000008 -0.071629999999999985 0.077695000000000014 0.10532000000000001 0.11067500000000001 -0.10474999999999998 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 5 -2 7 26 10 -10 11 14 -13 -14 15 16 17 18 -1 -16 21 -3 -22 25 -25 -11 27 -7 29 -8
right_child=1 20 -4 -5 -6 6 28 -9 9 23 -12 12 13 -15 19 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0054869357538832866 -0.00040719959929230671 0.00067552135608691191 0.0043897190919960846 0.0032712991826417976 0.0090289756444028833 0.0064644961693168931 0.0066397780793652468 0.0021081462334912046 0.011267652258276939 0.007092936100545847 0.010100311385062725 0.0073180622683301213 0.0047665784930965554 -0.0015091253968421371 0.0071059888882838403 0.00088853899841055727 0.0070483841967398505 0.0072604355678238253 -0.0021529159239781575 0.0054548636281175449 0.0020388050096078096 0.0044120028622273823 -0.0015976824743959767 0.0064705404225387612 0.002073741238564253 0.010730874251860839 0.0087614416295001586 0.0030488570638257883 0.00025564688723534346 0.0016850122907618198
leaf_weight=22 21 28 120 41 22 75 21 33 25 932 23 45 48 24 707 33 181 27 21 168 126 96 26 100 24 26 31 29 25 21
leaf_count=22 21 28 120 41 22 75 21 33 25 932 23 45 48 24 707 33 181 27 21 168 126 96 26 100 24 26 31 29 25 21
internal_value=0 0.0035082 0.00654468 0.00665035 0.00462491 0.00424644 0.0046623 0.00544302 0.00670794 0.00710762 0.00636733 0.00630004 0.00446059 0.00267468 0.00648573 0.00555145 0.0061645 0.00387904 0.00175585 0.00678897 0.00238339 0.00356828 0.00141677 0.0070115 0.00561955 0.00719167 0.00625821 0.00551206 0.00270465 0.0041624
internal_weight=0 554 2567 2447 278 256 235 168 2406 1107 1299 1276 117 72 1159 284 251 70 43 875 276 124 152 1082 124 958 135 104 67 42
internal_count=3121 554 2567 2447 278 256 235 168 2406 1107 1299 1276 117 72 1159 284 251 70 43 875 276 124 152 1082 124 958 135 104 67 42
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=31
num_cat=0
split_feature=1 52 51 3 4 2 50 157 48 43 47 132 47 0 14 16 15 40 4 14 15 3 12 124 43 4 0 403 3 3
split_gain=0.344698 0.0837246 0.0565019 0.0450583 0.0448449 0.0394967 0.0372407 0.0474736 0.0472859 0.0457789 0.037969 0.0356392 0.0288215 0.0448582 0.0388012 0.0296676 0.0500307 0.0294667 0.0283201 0.026921 0.0311385 0.0268733 0.0279561 0.0268503 0.0270108 0.0277697 0.0388189 0.032914 0.0278273 0.0256921
threshold=0.10337500000000001 -0.52606999999999993 -0.42247999999999991 0.31370500000000007 0.40124500000000002 0.14122000000000004 0.10616500000000001 -0.081749999999999975 -0.081134999999999999 -0.24021999999999996 0.11370000000000001 0.10512500000000001 0.078345000000000012 -0.23001499999999997 -0.46885499999999997 -0.42170999999999997 -0.42198999999999992 -0.063404999999999989 0.40945500000000007 0.062655000000000016 0.094035000000000007 0.13524500000000003 0.10061500000000002 -0.076779999999999987 -0.52440999999999993 -0.49013999999999996 -0.060129999999999996 -0.054954999999999997 -0.10519499999999998 0.42240500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 6 5 19 7 -4 -9 -10 -8 29 13 -11 -15 -16 -17 -18 -14 23 -21 22 -19 -1 -25 28 -27 -28 -26 -5
right_child=1 2 3 11 -6 -7 10 8 9 12 -12 -13 18 14 15 16 17 21 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0042850752056030365 0.0069051841816578355 0.0073807752427334592 -0.0016624299964557094 0.0010169236629735678 0.0014854121487587692 0.0029441691855559265 0.007724518036573297 0.0074275807258673016 0.007277845436423693 0.0064138067963843545 0.0030990219675004482 0.0041476864199568005 0.0057146621077733403 0.0058490307576468462 0.0029395518945625095 -0.0036974279691507532 0.0032375913797031072 -0.0022913180846011356 0.0012867741004447455 0.0092514747715639802 0.0054018094818970635 0.003115015954244882 0.0022511758178006859 0.0025907198856161399 0.0098538061455321069 0.0061414369652946941 0.00060436024563387042 0.005030609108452197 0.0064925090446402989 -0.0031584679032675925
leaf_weight=87 65 30 21 56 22 41 36 25 23 24 35 27 52 23 98 22 55 42 20 55 34 24 20 22 38 1909 20 105 70 20
leaf_count=87 65 30 21 56 22 41 36 25 23 24 35 27 52 23 98 22 55 42 20 55 34 24 20 22 38 1909 20 105 70 20
internal_value=0 0.00348252 0.00314183 0.0029377 0.00597957 0.00602109 0.0033162 0.00297968 0.00320744 0.00294565 0.00544434 0.00102685 0.00268344 0.00226236 0.00191154 0.00156455 0.000737869 0.0014299 0.00448469 0.00607501 0.00778082 0.00027382 -0.000825997 0.00600756 0.00607681 0.00611262 0.00602965 0.00432241 0.00767519 -8.18636e-05
internal_weight=0 718 653 623 2403 2381 520 449 428 403 71 103 380 308 284 261 163 141 72 2340 89 86 62 2251 2164 2142 2034 125 108 76
internal_count=3121 718 653 623 2403 2381 520 449 428 403 71 103 380 308 284 261 163 141 72 2340 89 86 62 2251 2164 2142 2034 125 108 76
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 2 2 2 4 1 4 1 52 0 15 10 52 150 2 51 12 12 475 43 12
split_gain=9.82739 1.72551 1.00463 0.804066 0.606557 0.558245 0.462527 0.323651 0.299791 0.297478 0.267253 0.241169 0.20502 0.157096 0.114885 0.0985756 0.146287 0.0958872 0.0932828 0.0924903 0.119222 0.08669 0.0918135 0.105299 0.0895614 0.0847469 0.0787854 0.0758356 0.0724849 0.0707154
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.091265000000000013 0.10672500000000001 0.14753000000000002 0.42051500000000003 0.086920000000000011 -0.013514999999999998 0.086920000000000011 0.31359500000000001 0.18019500000000002 -0.41942499999999994 -0.39453499999999991 -0.024714999999999997 0.08926000000000002 0.11474000000000002 -0.079189999999999983 0.10061500000000002 0.092550000000000007 -0.088274999999999978 0.05259500000000001 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 8 12 10 -5 14 25 13 -4 17 18 26 27 28 -14 -21 24 23 -23 -3 -6 -17 -1 -12 -16
right_child=1 2 7 9 11 -7 -8 -9 -10 -11 15 -13 19 -15 29 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055855935713974901 0.00062774154727642266 0.00017760463454055063 0.00032899917715270354 0.00057456468996479836 0.00062902568529049554 0.00039443378098440873 0.00034860642571303953 0.0003977278340262399 0.00074301994310902386 0.00034955353655570899 0.00063554002245997678 0.0003592212398359978 0.00020852830334036957 0.00019752404136379566 0.00055113796908796812 0.00061579885352252542 0.00042444429590421563 0.00055234677335479362 0.00048343914323577692 0.00018775526304694421 1.4087460842149569e-06 0.00048104424797547324 0.00029097790753748878 0.00033911947242304706 0.0003178025377346088 0.00049882713265057648 0.00055304088570871685 0.00065709351681018198 0.00057231347604163685 0.00062251402032402795
leaf_weight=31 76 22 54 37 40 41 23 37 84 58 298 30 32 99 63 136 25 37 20 22 33 37 42 44 86 37 177 960 91 349
leaf_count=31 76 22 54 37 40 41 23 37 84 58 298 30 32 99 63 136 25 37 20 22 33 37 42 44 86 37 177 960 91 349
internal_value=0 0.000349014 0.00031457 0.000614019 0.000386312 0.000621213 0.000625266 0.000227028 0.000628068 0.000437189 0.000623653 0.000508358 0.000200712 0.000243927 0.000639265 0.000593559 0.000568781 0.000650352 0.000614035 0.000124713 7.59474e-05 0.00032978 0.000365374 0.000403949 0.000289244 0.000566463 0.00058031 0.000654011 0.000620749 0.0006116
internal_weight=0 691 615 2430 338 2335 2294 277 2271 95 2187 107 240 153 1440 747 338 1028 409 87 55 231 123 81 108 77 313 991 389 412
internal_count=3121 691 615 2430 338 2335 2294 277 2271 95 2187 107 240 153 1440 747 338 1028 409 87 55 231 123 81 108 77 313 991 389 412
is_linear=0
shrinkage=0.00196078


Tree=8499
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 1375 43 43 13 12 1446 149 156 0 0 131 52 4 2 1 3 403 1451 159 403 402 1213 402 16 3
split_gain=0.329808 0.0885986 0.0492231 0.035363 0.0392356 0.035025 0.0356873 0.036852 0.0452869 0.0286051 0.0438692 0.0285626 0.0311613 0.03279 0.0306205 0.032331 0.0300025 0.0282091 0.0247642 0.14727 0.0433851 0.0323504 0.0303808 0.0290841 0.02907 0.0542015 0.0285516 0.0293625 0.0300015 0.0419543
threshold=0.11829500000000003 0.078300000000000008 0.08864000000000001 0.085505000000000012 0.080200000000000007 -0.096099999999999977 -0.078139999999999973 -0.11720999999999999 -0.0072999999999999992 0.092550000000000007 0.10573500000000001 0.081720000000000015 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.096070000000000016 0.060015000000000006 -0.39518999999999993 0.084055000000000005 0.079415000000000013 -0.091869999999999993 -0.53101999999999994 0.085760000000000017 0.050895000000000003 0.26838000000000006 0.10874500000000002 0.027540000000000002 0.087360000000000007 -0.080789999999999987 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 -5 -4 7 -7 -9 17 -11 12 13 14 -2 16 -16 -3 20 21 -19 -20 26 24 25 -22 -23 28 29 -28
right_child=3 9 5 4 -6 6 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0057662088907712581 -0.00069740390976048307 0.008860554670891127 -3.6357609893787991e-05 0.0049391799729646135 0.00011221902830237966 0.0063631508762583798 0.0048635348157319621 0.003154359957242578 -0.0016725915322939938 0.0055862958676427569 0.0011555282343381449 0.0054448198108002542 0.0050100417908928961 -0.0017124100396519199 0.00087734995101092629 0.0059006522261452954 0.0047245018031949609 0.0089317486809848464 0.0028201778306914814 -0.00025308817107303952 0.0064301007461776451 0.0058800570556232189 0.0098842959385365258 0.0028559599760109963 0.0031133445430263553 0.01170088675848785 0.0076236950965332135 0.0042549403003332292 0.0062019898428115998 0.013196582442403518
leaf_weight=206 42 39 22 85 21 23 215 77 26 786 23 20 23 34 92 22 26 76 29 38 275 713 22 23 23 21 35 22 40 22
leaf_count=206 42 39 22 85 21 23 215 77 26 786 23 20 23 34 92 22 26 76 29 38 275 713 22 23 23 21 35 22 40 22
internal_value=0 0.00564313 0.00453155 0.0024443 0.0039829 0.00383088 0.00408038 0.00274405 0.00193591 0.00593233 0.00546033 0.0018146 0.00151082 0.00113822 0.00167075 0.0023812 0.00172503 0.00620944 0.00613222 0.0058425 0.00677058 0.00610483 0.00621637 0.00629032 0.00653794 0.00680404 0.00611938 0.0075533 0.00830138 0.00977463
internal_weight=0 2756 569 365 106 363 341 126 103 2187 809 259 239 216 182 140 118 1378 1339 921 418 883 854 342 319 296 832 119 97 57
internal_count=3121 2756 569 365 106 363 341 126 103 2187 809 259 239 216 182 140 118 1378 1339 921 418 883 854 342 319 296 832 119 97 57
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 4 47 4 11 43 2 0 1 2 2 13 2 14 0 4 13 16 2 47 10 1 51 4
split_gain=11.8197 1.48513 1.38923 1.16021 0.747182 0.459069 0.439116 0.366147 0.350219 0.322861 0.322659 0.223391 0.208453 0.207609 0.199156 0.19797 0.169741 0.158706 0.148427 0.118262 0.118041 0.117156 0.11686 0.10727 0.101805 0.100481 0.0932926 0.0925921 0.128361 0.0917681
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.11734000000000001 0.27834500000000006 0.13082500000000002 -0.17966999999999997 1.0000000180025095e-35 -0.04890499999999999 0.091265000000000013 1.0000000180025095e-35 0.10089500000000001 0.11362000000000001 0.098035000000000011 -0.068269999999999983 0.17025000000000004 0.076175000000000007 -0.23001499999999997 -0.036839999999999991 -0.0075049999999999987 -0.054549999999999994 0.10444500000000002 0.077555000000000013 -0.38851999999999992 0.080270000000000022 -0.083574999999999997 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 16 21 7 10 18 -6 12 -2 27 14 17 -13 25 -11 -3 -12 -19 -5 -17 -18 -8 29 -20 -4 -29 -1
right_child=1 8 6 5 9 -7 24 -9 -10 13 19 15 -14 -15 -16 22 23 20 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00074352634023704567 0.00029304941211802968 0.00022998132294711263 0.00072590729745066135 0.00073892835680388724 0.00068520814566805268 0.00038599300021731776 0.00065590185764568306 0.00044815351840466904 0.00043586233678536535 0.00043145828338619929 0.00075338830483489096 0.00052302703191808853 0.00066895062208472962 0.00028560325106819807 0.00041600838986535868 0.00029752795970092665 0.00069525857794295947 0.0005134155644206383 0.00017882137956887168 0.00086721405621711944 0.00067744406683456352 0.00059901443949224905 0.00042717745398136383 0.00052362387516404515 0.00051478610611429404 0.00081919105419146461 5.3307432482108712e-06 0.00053720780155237975 0.00069822942899437916 0.00062932908702300065
leaf_weight=48 112 110 896 33 31 36 30 21 26 30 94 42 541 21 75 52 21 31 26 56 37 76 55 42 57 24 22 20 394 62
leaf_count=48 112 110 896 33 31 36 30 21 26 30 94 42 541 21 75 52 21 31 26 56 37 76 55 42 57 24 22 20 394 62
internal_value=0 0.000371114 0.000679297 0.000437341 0.000576601 0.000577969 0.000699846 0.000705715 0.000224984 0.000499399 0.000708418 0.000359214 0.00070133 0.000469708 0.000492056 0.000408949 0.000664776 0.000550256 0.000190282 0.000795883 0.000602666 0.000641374 0.00036417 0.000580835 0.000563447 0.000704241 9.93048e-05 0.000714702 0.000690451 0.000679161
internal_weight=0 590 2531 406 422 145 2109 2022 184 225 2001 261 1851 194 173 149 197 98 158 150 68 109 107 63 87 134 48 1310 414 110
internal_count=3121 590 2531 406 422 145 2109 2022 184 225 2001 261 1851 194 173 149 197 98 158 150 68 109 107 63 87 134 48 1310 414 110
is_linear=0
shrinkage=0.00196078


Tree=8501
num_leaves=31
num_cat=0
split_feature=1 3 4 1 46 2 2 10 14 15 43 3 3 0 49 479 159 456 50 159 400 3 52 42 16 159 40 3 16 15
split_gain=0.322701 0.0834869 0.0424141 0.0417747 0.0527074 0.038066 0.0337576 0.0317925 0.0271126 0.0266326 0.0449206 0.0447602 0.0311358 0.0454784 0.0408139 0.033831 0.0297029 0.0322574 0.0278891 0.0272536 0.0439302 0.0335337 0.0331133 0.0328701 0.0451484 0.0306028 0.0282306 0.0266549 0.0348584 0.0251808
threshold=0.10337500000000001 -0.065229999999999996 0.40124500000000002 0.14262000000000002 0.081930000000000017 0.14122000000000004 0.11474000000000002 -0.062879999999999978 0.062655000000000016 0.040760000000000005 -0.51144999999999985 -0.13309499999999996 0.092670000000000016 0.047850000000000011 0.005085000000000001 0.088785000000000017 -1.0000000180025095e-35 0.087225000000000011 0.10352000000000001 0.082585000000000006 -0.07520499999999998 -0.096099999999999977 -0.090859999999999982 0.084145000000000011 -0.0051099999999999991 0.03981500000000001 -0.08440499999999998 -0.047929999999999993 -0.15012499999999998 0.094035000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 -3 8 -2 -5 9 10 -1 -11 15 14 -14 16 -12 19 -19 20 -18 22 -21 -23 -25 26 -22 28 -13 -10
right_child=1 3 -4 7 -6 -7 -8 -9 29 11 12 27 13 -15 -16 -17 17 18 -20 21 25 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010990421100438613 0.0056306661790072486 0.0027832082041737388 0.0013932486572726206 -0.0026990540597277386 0.008057850042823703 0.0027836030099268366 0.0030214024388364388 0.0016844664019747423 0.0088915883152830329 0.010629677620123734 0.0069359824700426231 0.0018532695143949241 -5.5339942752782795e-05 0.0067768621112918488 0.0054412882986732509 0.0019890428055077793 0.0011422342920143688 0.0062611521659557941 0.010174996053799987 0.0013841676137720546 0.0021239252904286751 0.0083262604761826387 0.0066372098556409286 0.0073388287272462818 0.002207781445704987 0.0015391713484529069 0.0054984713328789748 0.0092293232106245484 0.0060718173972326393 0.0054297319936107251
leaf_weight=23 170 359 22 21 20 41 70 78 55 22 186 20 35 32 22 24 28 67 25 24 26 88 24 47 27 22 533 26 950 34
leaf_count=23 170 359 22 21 20 41 70 78 55 22 186 20 35 32 22 24 28 67 25 24 26 88 24 47 27 22 533 26 950 34
internal_value=0 0.00334784 0.0057639 0.00258376 0.00306155 0.00580429 0.00486963 0.000754629 0.00585721 0.00578953 0.00547698 0.00616808 0.0055602 0.0037599 0.00206617 0.00570313 0.00578439 0.00554927 0.0073247 0.00534983 0.00501109 0.00633219 0.00401069 0.00702004 0.00546669 0.00519754 0.00534152 0.00606953 0.00598484 0.00756908
internal_weight=0 718 2403 478 379 2381 240 99 2340 2251 1233 1018 1210 89 57 1121 1097 911 92 819 609 210 48 162 74 581 559 996 970 89
internal_count=3121 718 2403 478 379 2381 240 99 2340 2251 1233 1018 1210 89 57 1121 1097 911 92 819 609 210 48 162 74 581 559 996 970 89
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=31
num_cat=0
split_feature=1 2 48 97 123 4 3 11 44 14 11 484 13 155 13 52 52 50 16 0 0 3 12 10 11 41 472 149 11 455
split_gain=0.268159 0.0783308 0.0487552 0.0470717 0.0467692 0.0339062 0.0350747 0.0520844 0.0318668 0.0310342 0.040459 0.0306678 0.0279707 0.0281424 0.0372487 0.027892 0.0382466 0.0266837 0.026242 0.0314007 0.0665497 0.0434279 0.0353395 0.030616 0.022606 0.0414164 0.0221239 0.0208054 0.0463238 0.0239608
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 -0.0047149999999999996 0.085290000000000019 -0.46376499999999993 -0.10217499999999997 0.078065000000000009 1.0000000180025095e-35 0.076175000000000007 0.08776500000000001 -0.011854999999999999 -0.090639999999999984 0.10454000000000001 -0.064619999999999983 -0.23375999999999997 -0.16675999999999999 -0.16990499999999997 0.061255000000000011 -0.10474999999999998 -0.13027499999999997 0.31534000000000006 0.11734000000000001 -0.062879999999999978 0.077290000000000011 0.079395000000000007 -1.0000000180025095e-35 0.079000000000000015 0.076560000000000003 0.088355000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 26 7 -7 9 10 27 -2 -8 14 17 -13 -17 -14 19 20 21 -18 23 -21 -11 -26 -3 28 29 -5
right_child=11 2 -4 8 -6 6 12 -9 -10 24 -12 15 13 -15 -16 16 18 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001851767049624752 0.0054535186781625583 0.0047892230917655288 -0.00083205077331513174 0.0052581470546535858 0.0014586203440558167 -0.00035737025050016551 0.0024763952555327583 0.0050860981296864342 0.0092338512984237505 0.0054608793910301753 0.00087353146712606166 0.0044456079287235354 0.0037789452976236741 0.0015484956869234643 0.0044428039580741456 -0.0028014616659493186 0.0045077067210197294 0.007879155448709544 0.0045718103823862198 -0.0033169098251770871 0.0076630836286560883 -0.0011528277550965098 0.0043285008275970108 0.00064547498466079284 0.011565963524238517 0.0054849347853589622 0.0081193381770342399 0.0078994963407361257 0.0010530356855060045 0.0081064163086314988
leaf_weight=39 24 42 20 1906 57 39 58 32 21 40 21 34 21 24 233 20 23 65 29 24 22 33 21 104 24 21 38 30 26 30
leaf_count=39 24 42 20 1906 57 39 58 32 21 40 21 34 21 24 233 20 23 65 29 24 22 33 21 104 24 21 38 30 26 30
internal_value=0 0.00500816 0.00402619 0.00529437 0.00418573 0.00446734 0.00414468 0.00209602 0.00535774 0.00531894 0.0052399 0.00200968 0.00450741 0.00485085 0.0050993 0.00174306 0.00141013 0.00687794 0.00173917 0.00137729 0.00300284 0.00117203 0.000526323 -9.74722e-05 0.00719061 0.00872815 0.00637103 0.00528594 0.00524597 0.00530228
internal_weight=0 2787 629 2158 609 552 472 71 2119 2098 2013 334 401 343 319 310 276 86 256 227 78 56 149 128 85 45 80 1992 1962 1936
internal_count=3121 2787 629 2158 609 552 472 71 2119 2098 2013 334 401 343 319 310 276 86 256 227 78 56 149 128 85 45 80 1992 1962 1936
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 2 1 14 2 4 2 4 1 15 12 1 0 0 15 14 15 10 47 16 42 3 4
split_gain=10.1712 1.69657 1.04908 0.889213 0.611001 0.527685 0.307446 0.276691 0.273655 0.255505 0.243041 0.21816 0.176942 0.154516 0.151289 0.265777 0.208384 0.136796 0.113243 0.154895 0.0915794 0.201634 0.0893817 0.0892909 0.102706 0.0891718 0.0856848 0.0785826 0.136314 0.0779783
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.091265000000000013 0.13082500000000002 0.10672500000000001 0.092845000000000025 0.062655000000000016 0.14753000000000002 0.27834500000000006 -0.090999999999999984 -0.013514999999999998 0.086920000000000011 -0.17952999999999997 0.090285000000000018 0.075045000000000014 -0.046359999999999991 -0.11173999999999999 -0.10653 -0.41790499999999997 -0.41942499999999994 -0.39453499999999991 0.090100000000000013 0.11346000000000002 0.084835000000000008 -0.10115999999999999 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 10 11 29 -5 13 12 -4 -1 18 17 -17 -16 19 -8 21 -15 -14 -13 -25 -3 -7 -22 -29 -6
right_child=1 2 7 9 8 26 14 -9 -10 -11 -12 23 22 20 15 16 -18 -19 -20 -21 27 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00043833625213194927 0.00058627835300686373 0.00027288847536106192 0.00031541320203127817 0.00052253090834248044 0.0006408538026552574 0.0003062669763715199 0.00058547414842905984 0.00034775772337955366 0.00031408341784103244 0.0003153550994332904 0.00072677085184357274 0.00016271602704792337 0.00026986045546805349 0.00068003815554437187 0.00060257562641800714 0.00053074685235818232 0.00025708291827298489 0.00051762715105181352 0.00063747717187695658 0.00047498873611486034 0.00062190623830351384 0.00047852754519850599 0.00013502855601501583 0.00013622298227447131 -3.6734755112791236e-05 0.00038477253401651977 0.00047253330741177271 0.00043256320497568916 0.00059710265262721634 0.00049716425612375905
leaf_weight=22 74 190 40 37 20 26 261 34 30 60 62 32 24 28 115 20 23 199 111 60 719 60 89 22 33 32 22 20 603 53
leaf_count=22 74 190 40 37 20 26 261 34 30 60 62 32 24 28 115 20 23 199 111 60 719 60 89 22 33 32 22 20 603 53
internal_value=0 0.000306183 0.000271581 0.00057836 0.000346926 0.00058595 0.000590191 0.000182212 0.000471741 0.000394381 0.000606546 0.00015876 0.000203338 0.000601412 0.000558808 0.000528941 0.000384368 0.000548739 0.000583491 0.000564823 0.000603921 0.000542645 0.000163665 8.03629e-05 3.24483e-05 0.000289016 0.000382472 0.000607939 0.00059182 0.000536531
internal_weight=0 673 599 2448 325 2351 2303 274 103 97 1514 240 153 1452 789 357 43 314 432 321 1430 88 113 87 55 222 48 1342 623 73
internal_count=3121 673 599 2448 325 2351 2303 274 103 97 1514 240 153 1452 789 357 43 314 432 321 1430 88 113 87 55 222 48 1342 623 73
is_linear=0
shrinkage=0.00196078


Tree=8504
num_leaves=31
num_cat=0
split_feature=1 12 2 1 150 3 47 3 16 48 156 0 34 2 10 97 12 2 12 475 12 1 132 16 52 4 483 131 400 43
split_gain=0.259342 0.0788304 0.0560809 0.0539518 0.0302049 0.0311013 0.0366851 0.0311922 0.0301334 0.0653643 0.0349589 0.029379 0.0286655 0.0397529 0.0385008 0.0312911 0.0280037 0.0451082 0.0251461 0.027227 0.0422322 0.0396717 0.0289337 0.0237122 0.0300367 0.0285102 0.0330091 0.0256537 0.0282496 0.0252185
threshold=0.12000500000000001 0.078300000000000008 0.14530500000000005 0.093575000000000019 0.12314500000000002 0.0051600000000000005 0.091680000000000011 0.13524500000000003 -0.48836499999999994 0.083685000000000009 0.083310000000000009 -0.26343999999999995 -0.038779999999999995 0.116525 0.10223 -0.079444999999999988 -0.42850999999999995 0.31358000000000003 0.086305000000000007 -0.085684999999999997 0.083875000000000019 0.085760000000000017 0.079970000000000013 -0.066924999999999985 -0.53964499999999982 0.066685000000000008 0.086880000000000013 0.023795 -1.0000000180025095e-35 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 11 -5 10 -10 -7 15 14 -14 -2 -15 -18 19 20 -3 22 -21 25 -25 26 27 -20 -29 -27
right_child=12 18 -4 4 -6 7 -8 -9 9 -11 -12 -13 13 16 -16 -17 17 -19 23 21 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0051745952979050346 0.0023213873290279436 0.0051580125973983253 -0.0013129365886561575 0.0048215449659218049 -0.00045295390300452714 0.0027618178157633971 0.0063391555822322103 0.0023315896565604603 -0.0042155842501670126 0.0032215615558071121 0.001318908669608867 0.0067221890575488779 0.0051757009795040526 0.0050585827603936194 0.00054270335018979194 -0.0030752578972500157 0.0017304981149256753 -0.003019289826245412 0.0052346047774036765 0.0055558561176729266 0.010217187494378199 0.0022286955962258887 0.0087717174754167598 0.0060761855177565664 0.0043545969098357767 0.0033722324610986048 0.0096408225130289807 0.0050303598754107958 0.0081425242531778571 0.0063501789044637831
leaf_weight=250 21 33 20 29 21 26 22 42 25 66 21 67 71 20 24 22 153 23 560 415 33 34 30 119 683 113 20 50 70 38
leaf_count=250 21 33 20 29 21 26 22 42 25 66 21 67 71 20 24 22 153 23 560 415 33 34 30 119 683 113 20 50 70 38
internal_value=0 0.0049191 0.00389171 0.00407465 0.00321262 0.00347093 0.00254121 0.00459349 0.00194862 0.00120474 -0.00168897 0.00561499 0.00197032 0.00232644 0.00400526 -0.000439687 0.00151273 0.00110979 0.00519441 0.00578347 0.0076876 0.0055211 0.00577266 0.00500019 0.00461004 0.00536787 0.0056367 0.00551893 0.00684579 0.00412165
internal_weight=0 2787 589 569 319 298 163 135 141 112 46 93 334 291 95 43 196 176 2198 545 66 479 445 1653 802 851 700 680 120 151
internal_count=3121 2787 589 569 319 298 163 135 141 112 46 93 334 291 95 43 196 176 2198 545 66 479 445 1653 802 851 700 680 120 151
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 150 403 14 43 12 3 3 13 48 484 48 1 156 0 131 131 42 12 4 3 0 133 473 158 4 151
split_gain=0.210067 0.0638526 0.0463077 0.0389468 0.0432111 0.0273819 0.0262623 0.0269565 0.0415823 0.0412748 0.0353174 0.0300921 0.0279974 0.025723 0.0252238 0.0241929 0.0232173 0.0299308 0.0276285 0.0217078 0.0213788 0.0286712 0.0303041 0.0259211 0.0273987 0.0268028 0.0227077 0.0229678 0.0301662 0.032603
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.084824999999999998 0.12314500000000002 0.085340000000000013 0.081185000000000021 -0.073404999999999984 -0.096104999999999982 0.12178000000000001 -0.034684999999999994 0.038215000000000006 0.083685000000000009 -0.011854999999999999 -0.024949999999999996 0.10984500000000001 0.10339000000000002 0.024095000000000002 0.096070000000000016 0.10548500000000001 0.11457500000000002 0.093965000000000007 -0.078629999999999992 -0.078244999999999995 -0.053834999999999994 0.50628500000000021 -1.0000000180025095e-35 0.07968500000000002 0.053180000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 11 -10 14 -12 -2 -9 -11 17 18 -15 -20 26 -22 -23 -24 25 -25 -3 28 -28 -30
right_child=13 20 -4 4 -6 -7 -8 9 10 15 12 -13 -14 16 -16 -17 -18 -19 19 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0076346652786014602 0.0049272985343122855 0.0081170251825824387 -0.00062353388907817697 -0.0018514396761366654 -0.0010435488657094538 0.0066790473021181495 0.0070656052365666265 0.0019842726443412488 0.0060931534466882502 -0.0012358957122723085 0.00020782077038246726 0.00070935828960500664 0.0034958890309084024 0.0011647475456699656 0.0051314513382462075 0.0030350156453399298 0.0041729993062714736 -0.0014458480252263449 0.0062562771163703432 0.0016529194239410573 0.0059553945651994308 -0.00061496934587402011 0.0062861208310306012 -0.00060209377171022117 0.0058569826371967799 0.003627372839799782 0.0047545215724469478 0.0056950560370883484 0.0029592107268570761 0.0070503408512608574
leaf_weight=24 24 20 26 21 20 29 20 29 28 21 45 20 61 203 209 36 30 36 21 20 39 21 26 29 20 31 1600 220 170 22
leaf_count=24 24 20 26 21 20 29 20 29 28 21 45 20 61 203 209 36 30 36 21 20 39 21 26 29 20 31 1600 220 170 22
internal_value=0 0.00442719 0.00350254 0.00369308 0.00351758 0.00369334 0.00351664 0.00336562 0.002286 0.00389686 0.0029344 0.0044349 0.00210001 0.00177329 0.00474797 0.00146152 0.00152911 0.00124583 0.00164297 0.00401074 0.00467497 0.00358381 0.00285553 0.00354308 0.00265159 0.00158313 0.0047641 0.00473078 0.00461239 0.00342799
internal_weight=0 2787 589 563 539 519 490 470 155 315 134 258 106 334 238 57 310 280 244 41 2198 166 127 106 80 60 2032 2012 1792 192
internal_count=3121 2787 589 563 539 519 490 470 155 315 134 258 106 334 238 57 310 280 244 41 2198 166 127 106 80 60 2032 2012 1792 192
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 2 151 2 12 4 49 2 11 159 0 39 3 43 11 52 2 1 0 50 3 3
split_gain=4.65598 0.6215 0.493794 0.295801 0.294345 0.278536 0.183607 0.164877 0.19097 0.153352 0.135738 0.109949 0.108909 0.0890941 0.0889947 0.0846839 0.0832911 0.082261 0.0788565 0.0782921 0.0778661 0.0943326 0.0742458 0.0629104 0.0615362 0.0603456 0.0587796 0.0562186 0.0545759 0.080413
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14285500000000004 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 0.11362000000000001 0.050660000000000004 0.073895000000000002 0.11734000000000001 -0.0086549999999999978 -0.017229999999999999 0.085730000000000015 1.0000000180025095e-35 0.078675000000000009 -0.090644999999999989 0.096625000000000016 0.095270000000000007 -0.083134999999999987 0.080150000000000013 0.061605000000000007 0.10444500000000002 0.12958500000000003 -0.13027499999999997 0.041865000000000006 -0.017889999999999996 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 7 16 -3 25 10 11 -1 13 18 -2 -13 26 23 -8 28 21 -6 -18 -17 -14 -9 -4 -7 -10 -30
right_child=1 5 6 -5 20 27 12 8 19 -11 -12 15 24 -15 -16 17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00031779682909480027 0.0002587466552983152 0.00013682557097372504 0.00033290410722170224 0.00021586931457901311 0.00026866075851503208 6.6007469783933333e-05 0.00052467897346540658 0.00043100165768442144 0.00013881164873533495 0.00024802214150881934 0.00023694961423090859 0.000509213697984977 0.00040891186498543796 0.00037585791536166841 0.00039993124840331166 0.00035337894495685441 0.0005651765333702782 0.00047067755098932764 0.00041788874121744863 0.00011544663407427383 0.00032181529938807551 9.9852745941675757e-05 0.000449314963364718 0.00044408105522477655 0.00029919924971201923 0.00028050734250641916 0.00043758397504893939 0.00017049332819373358 0.00028586870775471968 0.00017566142697343786
leaf_weight=47 21 89 21 75 35 83 28 21 22 31 20 36 30 210 94 98 37 54 526 29 39 20 50 42 57 20 1150 26 70 40
leaf_count=47 21 89 21 75 35 83 28 21 22 31 20 36 30 210 94 98 37 54 526 29 39 20 50 42 57 20 1150 26 70 40
internal_value=0 0.000219333 0.000412757 0.000311671 0.000351531 0.000175473 0.000425008 0.00020714 0.00023812 0.000379253 0.00039295 0.000404214 0.000402764 0.00041025 0.00037415 0.000421873 0.000440056 0.000405666 0.000423286 0.000207696 0.000254798 0.000207276 0.000498589 0.00038059 0.000337031 0.00035759 0.000435707 9.09307e-05 0.000227963 0.000245793
internal_weight=0 590 2531 190 422 400 2109 291 202 328 297 277 851 764 115 230 1258 194 554 161 94 55 87 140 87 41 1171 109 132 110
internal_count=3121 590 2531 190 422 400 2109 291 202 328 297 277 851 764 115 230 1258 194 554 161 94 55 87 140 87 41 1171 109 132 110
is_linear=0
shrinkage=0.00196078


Tree=8507
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 4 4 1 1 1 49 50 1 1 0 1 0 1 1 2 15 1 2 16
split_gain=22.0782 3.33143 1.85849 1.63316 1.1431 1.14248 0.809336 0.683396 0.611174 0.537643 0.441209 0.406502 0.312152 0.423282 0.311216 0.281265 0.25944 0.249426 0.232691 0.180012 0.176497 0.175773 0.186108 0.166891 0.144094 0.142253 0.101235 0.111103 0.100066 0.0995814
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 -1.0000000180025095e-35 0.091265000000000013 0.10497000000000002 0.09253500000000002 0.062655000000000016 -0.062539999999999984 -0.013514999999999998 0.086920000000000011 0.122715 0.090475000000000014 -0.0060549999999999988 0.041865000000000006 0.13075500000000004 0.12958500000000003 -0.092759999999999995 0.075045000000000014 -0.046359999999999991 0.12000500000000001 0.12408500000000001 0.09580000000000001 -0.087894999999999987 0.15964000000000003 0.11411 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 23 10 19 -4 15 -10 21 25 -2 -1 -15 26 28 -8 -17 22 -9 -3 -13 -14 27 -7 -5 -6
right_child=1 5 9 18 29 17 8 12 11 -11 -12 24 13 16 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069224688181516937 0.00060904024615058097 0.00017160137546145255 0.00057752278752650767 0.00039363308252295413 0.00027412719979635008 1.5136568242420048e-05 0.00058674625626284316 0.00065004888167178709 0.00045517625141085362 0.00027157116125964167 0.00084837406666349714 0.00021527235464115316 0.00066114606014827811 0.00024783941079486869 0.00038174311419479184 0.0005079402520243284 0.00055319367268798388 0.00014076047772920914 5.6065954066344285e-05 0.00033487062926367651 0.00064413563168349392 0.00071792978230081372 0.00052894202614921367 -4.7783848249358451e-06 8.2914938282371123e-05 0.00057001831207537286 -0.00019683614903652258 -0.00016111802528886234 0.00022574982335702025 0.0004533699270397584
leaf_weight=1191 115 30 34 21 26 44 24 261 24 63 62 128 94 23 29 44 20 26 24 20 217 111 60 66 42 220 21 20 39 22
leaf_count=1191 115 30 34 21 26 44 24 261 24 63 62 128 94 23 29 44 20 26 24 20 217 111 60 66 42 220 21 20 39 22
internal_value=0 0.000243789 0.000644789 0.000436519 0.000655763 0.000145041 0.000202316 0.000662005 0.000263617 0.000378812 0.000686388 0.000216296 0.000615216 0.000572314 0.000563265 0.000679472 0.000389865 -2.72985e-05 0.00021924 0.000472257 0.000621175 0.00065067 0.000627412 5.03403e-05 0.000182572 0.000597299 -7.87048e-05 -3.9943e-05 0.000284509 0.00035628
internal_weight=0 673 2448 228 2351 445 334 2303 238 97 1514 194 789 357 144 1452 43 111 84 44 261 432 321 96 170 314 85 64 60 48
internal_count=3121 673 2448 228 2351 445 334 2303 238 97 1514 194 789 357 144 1452 43 111 84 44 261 432 321 96 170 314 85 64 60 48
is_linear=0
shrinkage=0.00196078


Tree=8508
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 14 2 4 1 2 1 1 40 52 2 2 150 50 14 52 15 0 3 16 4 49 41 12
split_gain=18.9329 2.93037 1.8904 1.69119 0.947288 0.712415 0.685183 0.563799 0.558374 0.530836 0.50164 0.392985 0.272806 0.226891 0.160981 0.153179 0.152516 0.233359 0.232136 0.145525 0.131861 0.121223 0.119144 0.118077 0.101024 0.0934375 0.0914016 0.090416 0.0919071 0.0867455
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.27834500000000006 0.36766000000000004 0.062655000000000016 0.14285500000000004 0.40124500000000002 0.09253500000000002 0.089525000000000007 0.090540000000000023 0.15471500000000002 -0.065259999999999999 -0.56176499999999996 0.10855000000000002 -1.0000000180025095e-35 0.076925000000000007 0.086295000000000011 -0.41790499999999997 -0.16675999999999999 -0.033689999999999991 -0.23001499999999997 -0.014944999999999998 0.11346000000000002 -0.0070899999999999991 0.097940000000000013 0.085095000000000018 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 7 26 8 9 14 11 -5 12 -1 20 -3 -13 17 24 -19 -10 -8 -9 -16 -17 -2 -6 -4 28 -25 -14
right_child=1 6 5 10 25 -7 13 21 19 -11 -12 15 29 -15 22 23 -18 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00065092537864969711 0.00028407405294916208 0.00014575123074738418 0.00062826492468103542 0.00054031424934684695 0.00026035747922069168 0.00025944756139864697 0.00015536685606610834 0.00064147143149931058 -8.9205955327881497e-05 0.00032221104016107524 0.00024478407338994371 0.00069535022662356016 0.00048300183883767721 -0.00013895044837627008 0.00043488264083862304 0.00045917815046360189 0.00019057325428929942 0.00051797407427254844 0.0002383333723905151 0.00013948790007727401 6.1551460894110672e-06 0.00081603761172402498 0.00025353494386394477 0.00059752639338569557 8.6994606227723553e-05 0.00043398274703087441 0.0005196456250617825 0.00054348506287343434 0.00046248664495115185 0.00059252484014882798
leaf_weight=1053 20 20 68 34 26 34 29 20 23 24 63 45 32 35 30 31 143 25 21 20 106 65 26 622 20 22 53 179 20 212
leaf_count=1053 20 20 68 34 26 34 29 20 23 24 63 45 32 35 30 31 143 25 21 20 106 65 26 622 20 22 53 179 20 212
internal_value=0 0.000230755 0.000343 0.000602096 0.000612564 0.000510222 8.16133e-05 0.000618246 0.000195726 0.00061224 0.000348372 0.000615413 0.000637237 1.73423e-06 0.000296755 0.000583858 0.000229815 0.000295067 0.000390312 1.71633e-05 3.8208e-05 0.000774963 0.000350685 0.000577969 0.000185534 0.000339936 0.000580688 0.000582454 0.00059332 0.000578161
internal_weight=0 673 384 2448 2351 155 289 2303 119 2218 97 2194 1297 170 76 897 229 86 46 43 135 85 56 852 40 48 121 821 642 244
internal_count=3121 673 384 2448 2351 155 289 2303 119 2218 97 2194 1297 170 76 897 229 86 46 43 135 85 56 852 40 48 121 821 642 244
is_linear=0
shrinkage=0.00196078


Tree=8509
num_leaves=31
num_cat=0
split_feature=1 3 4 4 2 2 2 15 16 2 4 2 13 15 15 41 16 393 1209 3 479 4 15 475 12 0 2 484 12 41
split_gain=0.330286 0.0814627 0.0425898 0.0394063 0.0388653 0.0461266 0.0511592 0.0397738 0.0417052 0.036088 0.0356936 0.0331805 0.0295324 0.0279601 0.0278496 0.0437248 0.0320028 0.035013 0.0348857 0.0323989 0.0444525 0.0364821 0.0481794 0.0283549 0.0360135 0.0389927 0.03622 0.028928 0.0269356 0.0266792
threshold=0.10337500000000001 -0.053259999999999995 -0.17966999999999997 0.40124500000000002 0.13712500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.045854999999999993 -0.11676499999999999 0.14122000000000004 -0.03898999999999999 0.11411 -0.011289999999999998 -0.41942499999999994 0.040760000000000005 0.075585000000000013 -0.45661999999999997 0.086030000000000009 0.086895000000000014 0.090900000000000009 0.088785000000000017 -0.46376499999999993 -0.085834999999999981 -0.085684999999999997 0.08401500000000002 -0.087184999999999985 0.087545000000000026 0.11136 -0.081419999999999979 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 12 9 5 -4 -7 8 28 14 -2 -12 -3 -13 16 -16 -1 18 19 20 23 -21 -23 24 26 -26 -18 29 -6 -25
right_child=1 2 4 -5 7 6 -8 -9 -10 -11 11 13 -14 -15 15 -17 17 -19 -20 21 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0072946679181992435 0.006217298766419496 0.0024388219806410019 0.00052145881502460058 0.0011511504681865599 0.0048622365889605139 0.0070615582971367986 0.0025993691804960589 -0.0037743497290648521 -0.0014977928232646695 0.0024617563660551864 0.0045964512226862458 0.0040978229692976535 0.0076816098701039505 -7.4478205634578553e-05 0.0056998698736656162 0.0090291033115624114 0.0064056733947085304 0.00086722532985731952 0.0015995843805805118 0.0056616663289744233 0.00098773618633656414 0.004122273423982894 -0.0018835708086209543 0.0052016126446093897 0.0024020680387576042 0.0071017241870603449 0.012149836670696027 0.0071735404267854672 0.00069139478655415591 0.0026146268574761748
leaf_weight=65 73 21 89 22 30 30 179 20 38 41 119 29 22 36 1043 41 23 20 28 42 23 34 22 784 26 55 21 71 32 42
leaf_count=65 73 21 89 22 30 30 179 20 38 41 119 29 22 36 1043 41 23 20 28 42 23 34 22 784 26 55 21 71 32 42
internal_value=0 0.00291969 0.00212439 0.00536398 0.00181611 0.002428 0.00323987 0.000296572 0.00111076 0.00540291 0.00434629 0.00360399 0.00512118 0.00178701 0.00545444 0.00582579 0.00513395 0.00501602 0.00508688 0.00517231 0.00533535 0.00343376 0.00176283 0.0054332 0.00684421 0.00559319 0.00914721 0.00523657 0.00270954 0.00507007
internal_weight=0 718 461 2403 418 298 209 120 100 2381 257 184 43 65 2340 1084 1256 1191 1171 1143 1045 98 56 1022 125 81 44 897 62 826
internal_count=3121 718 461 2403 418 298 209 120 100 2381 257 184 43 65 2340 1084 1256 1191 1171 1143 1045 98 56 1022 125 81 44 897 62 826
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 2 4 2 2 4 14 1 2 4 3 1 52 1 1 2 50 16 4 124 52 52 2 16 3 3
split_gain=13.5444 2.36143 1.21978 1.0281 0.730575 0.637028 0.556231 0.500677 0.497722 0.482926 0.360695 0.356992 0.296515 0.202449 0.184408 0.17418 0.16997 0.16432 0.152117 0.277321 0.147611 0.143906 0.110084 0.109433 0.102318 0.100509 0.0987188 0.093847 0.0826683 0.155791
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.11474000000000002 0.14753000000000002 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.092845000000000025 0.089885000000000007 0.09173000000000002 -0.14477499999999996 0.12408500000000001 -0.56176499999999996 0.087135000000000004 0.088975000000000012 0.097845000000000015 0.041865000000000006 -0.070454999999999976 0.0067750000000000006 -0.081214999999999982 0.40674500000000008 -0.16675999999999999 0.31358000000000003 0.19444000000000003 -0.11171999999999999 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 10 23 -9 -10 12 -4 17 -2 21 -11 -14 24 27 -20 26 -5 -19 -3 -1 -12 -6 28 29 -18
right_child=1 4 11 14 20 -7 -8 8 9 15 25 -13 16 -15 -16 -17 18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072822948741557844 0.00067191718255772302 0.00027159188396230441 0.00061682016526067073 0.00031809455915993336 0.0001407629700359412 0.00044120170810255663 0.00040301557031332277 0.00060887068120482699 0.00057555939460663156 0.00034198963123340388 0.00070086443595880382 0.00037193177925313217 0.00078128777817703288 0.00052381153120501574 0.00019183930657480075 0.00021205750531344138 0.0007278620904567195 0.00068850852111008965 0.00039361554681492585 0.0006573111320649673 0.00027152226705069179 0.00053281773904375002 0.00058244496173495783 0.00013918864898942106 0.00060107654333114622 0.00085981784160859989 -1.1736992461259897e-05 0.00062524607496265824 0.00068438609667642711 0.00049767614950511603
leaf_weight=909 100 48 37 30 51 39 25 30 29 136 20 60 45 55 23 56 20 361 23 46 23 20 42 48 25 65 24 171 534 26
leaf_count=909 100 48 37 30 51 39 25 30 29 136 20 60 45 55 23 56 20 361 23 46 23 20 42 48 25 65 24 171 534 26
internal_value=0 0.00036674 0.000680822 0.000529004 0.000283602 0.000689712 0.000693904 0.000325823 0.000371885 0.000339715 0.000697084 0.000465343 0.000692246 0.000619364 0.000337144 0.000304093 0.000663958 0.000710547 0.000657519 0.000569413 0.000134104 0.000403984 0.000677455 0.00020539 0.000724826 0.000822417 9.1963e-05 0.000665614 0.000677516 0.000597757
internal_weight=0 673 2448 228 445 2351 2312 347 251 221 2287 97 2202 155 73 192 865 1337 820 69 98 50 403 96 934 85 75 751 580 46
internal_count=3121 673 2448 228 445 2351 2312 347 251 221 2287 97 2202 155 73 192 865 1337 820 69 98 50 403 96 934 85 75 751 580 46
is_linear=0
shrinkage=0.00196078


Tree=8511
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 4 11 2 1 1 0 11 1 49 1 40 1 4 3 47 16 51 15 51 16 1
split_gain=12.5702 2.06518 1.09284 0.958447 0.716228 0.681222 0.543335 0.497385 0.422483 0.400113 0.362915 0.37558 0.34266 0.197748 0.188029 0.180633 0.170363 0.165645 0.131681 0.128765 0.120137 0.306531 0.0964239 0.085691 0.0836714 0.0832487 0.0810426 0.0979688 0.0804364 0.0786616
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14285500000000004 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.091265000000000013 0.09253500000000002 0.086920000000000011 -0.12333499999999999 0.086080000000000018 0.16175000000000003 -0.054984999999999992 0.11654500000000001 -0.077714999999999992 0.089770000000000016 -0.013125 -0.12018999999999998 0.097480000000000011 0.27776000000000006 -0.088764999999999983 0.040760000000000005 0.0038750000000000004 0.11346000000000002 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 7 10 19 -9 -10 11 13 -4 22 -15 26 -7 -2 -11 -3 24 -22 -1 -19 -13 -17 27 -12 -6 -5
right_child=1 5 12 29 28 16 -8 8 9 18 15 20 -14 14 -16 25 -18 23 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058977695777066982 0.00044349874294373286 0.00026939873941296685 0.00060444591650707087 0.00037043359361929828 0.00034728869753657967 0.00017347141432784872 0.00036963955101669685 0.00057925500219164333 0.0005940171805959121 0.00034457906268106533 0.00083707586573619471 0.00064023306983103194 0.00036019421563160002 0.00048651406463204311 0.00065292040864275351 0.00076914109380082701 -2.2660221393201864e-05 0.00067346009306418588 0.00023860491780576363 0.00012565126153183916 0.00065821092069186726 0.0003555804837695132 0.00069597465316369341 0.0005688100421921211 0.00058205438352128876 0.00061212255648469425 0.00087228260889890758 0.00065295842932719807 0.00050838249395211319 0.00023761171905789524
leaf_weight=34 23 46 34 60 26 90 24 30 20 113 25 526 63 28 386 21 21 65 75 50 31 22 990 56 116 34 46 20 22 24
leaf_count=34 23 46 34 60 26 90 24 30 20 113 25 526 63 28 386 21 21 65 75 50 31 22 990 56 116 34 46 20 22 24
internal_value=0 0.000347191 0.000649767 0.000498936 0.000658182 0.000269443 0.000663123 0.00031367 0.000361726 0.000330352 0.000666213 0.00065974 0.000445808 0.000677828 0.000641666 0.000760789 0.000136365 0.000596033 0.000302302 0.00019453 0.000622314 0.000532591 0.000692449 0.000625027 0.000629721 0.000672075 0.000814407 0.000755246 0.000421123 0.000332484
internal_weight=0 673 2448 228 2351 445 2303 334 238 208 2279 2133 97 1438 414 146 111 144 188 96 695 53 1024 121 642 55 91 45 48 84
internal_count=3121 673 2448 228 2351 445 2303 334 238 208 2279 2133 97 1438 414 146 111 144 188 96 695 53 1024 121 642 55 91 45 48 84
is_linear=0
shrinkage=0.00196078


Tree=8512
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 4 0 0 47 15 16 2 132 16 133 4 12 43 16 15 3 13 0 47 43
split_gain=7.18584 1.18601 0.792979 0.618988 0.537359 0.38547 0.284639 0.264946 0.256477 0.183242 0.14713 0.144398 0.185666 0.144295 0.136092 0.11648 0.092137 0.0916492 0.0910075 0.0821669 0.0744795 0.12257 0.0745135 0.0729439 0.0641054 0.0965502 0.0654592 0.0989686 0.0770869 0.096266
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.033845000000000007 0.092845000000000025 0.27834500000000006 -0.11173999999999999 -0.07929499999999999 0.13082500000000002 -0.098289999999999975 -0.43320999999999993 0.25063000000000007 0.091050000000000006 0.13751500000000003 0.089200000000000015 -0.49013999999999996 0.08401500000000002 -0.11008499999999999 -0.039889999999999988 -0.018314999999999994 0.11658 -0.013634999999999998 -0.26343999999999995 0.090100000000000013 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 -6 8 11 -5 15 14 -13 16 -1 -10 -4 19 -7 24 22 -22 -14 -16 26 -26 -3 -28 29 -29
right_child=1 2 13 9 6 18 -8 -9 10 -11 -12 12 20 -15 23 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00057537315310428913 0.00051276798122653776 0.000251186590406515 0.00014868146393647789 0.00046096288188936599 0.00047224249262936644 0.00026541120151548866 0.00027454627600514145 0.00062633502013619599 0.00053926048949941199 0.00028436356099164066 0.00030564835158951992 0.00054072623876151474 0.00043372535384168814 0.0002924531573718563 0.00034058324335746085 0.00044743921732283702 3.5794384418408465e-05 0.00012604859634759088 0.00043751775773188202 0.00017958968998685193 0.00038058022979822623 0.00049759366012493622 0.000564617087569708 0.00047768698720371022 0.00028632334424659917 0.00011647862092543679 0.00021458786441122784 0.00024323772823467437 0.0004519475924084558 0.00039417307892514349
leaf_weight=22 76 84 122 37 84 27 42 84 73 58 22 1177 20 22 37 195 36 20 21 39 37 493 102 25 31 22 25 32 23 33
leaf_count=22 76 84 122 37 84 27 42 84 73 58 22 1177 20 22 37 195 36 20 21 39 37 493 102 25 31 22 25 32 23 33
internal_value=0 0.000281687 0.00025313 0.000508293 0.000298421 0.000514606 0.000406344 0.000518256 0.000514134 0.000353144 0.000459796 0.000522372 0.000526023 0.000143676 0.000442881 0.00047245 0.00012296 0.000254414 0.000340708 0.000263298 0.000499479 0.000489425 0.000543159 0.000395867 0.000276356 0.000215822 0.000292642 0.000323458 0.000354388 0.000319866
internal_weight=0 691 615 2430 435 2335 126 2287 2203 95 290 1913 1829 180 84 268 158 309 48 289 652 530 122 62 250 53 197 113 88 65
internal_count=3121 691 615 2430 435 2335 126 2287 2203 95 290 1913 1829 180 84 268 158 309 48 289 652 530 122 62 250 53 197 113 88 65
is_linear=0
shrinkage=0.00196078


Tree=8513
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 2 4 11 12 48 12 3 12 0 10 1428 12 12 157 1 1 1429 3 151 1 12 2 160 0 50
split_gain=0.432575 0.101131 0.0442545 0.0580127 0.04412 0.0435069 0.0402723 0.0355019 0.0390238 0.0318052 0.0301021 0.0380731 0.0332994 0.0287734 0.0283274 0.0249566 0.0247663 0.0375395 0.024641 0.0280342 0.0276715 0.0241932 0.047805 0.0244689 0.0254035 0.0238268 0.0236525 0.0235053 0.0230489 0.022381
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.083555000000000018 0.40124500000000002 0.10005000000000001 0.41257000000000005 1.0000000180025095e-35 0.09320500000000001 0.078735000000000013 0.080890000000000017 -0.087909999999999988 0.11734000000000001 -0.055064999999999996 -0.062879999999999978 0.087445000000000009 0.10911500000000002 0.095780000000000018 -0.078969999999999985 0.11690500000000002 0.10638500000000002 0.084770000000000012 -0.089089999999999989 0.009020000000000002 0.085760000000000017 -0.10022999999999999 0.11411 -0.011159999999999998 -0.14454499999999995 0.10917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 18 5 7 15 21 9 -9 11 -7 16 -14 -4 26 17 -12 -3 20 -20 23 -23 29 -25 -21 -2 -24 -13 -1
right_child=1 2 14 -5 -6 10 -8 8 -10 -11 12 28 13 -15 -16 -17 -18 -19 19 25 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0065947804354439012 0.0058006124114057516 -0.00063750611041628184 -0.0027682637964608148 0.0080957683421383122 0.0017165118077007884 -4.8786071129143242e-05 0.0028368939903113204 0.0079916103277355433 0.0044691728605400953 0.01244462514701097 0.0072288183743464893 0.0021740617826581004 0.0015592895489516519 0.005834033217252 0.0014615091829144054 0.0084602430753875531 0.0084843359654769301 0.0046526484149702202 0.0013288922330165016 0.0047930011982098225 0.0045018973296009788 0.00046665285481140018 0.004549956790764224 0.0060079774273825541 0.0016085434050875762 0.0014320969535469045 0.0026921495671073598 0.0078097840594882895 0.0057321090988793986 0.0052823399310051485
leaf_weight=1529 133 21 20 21 22 20 66 53 21 23 107 25 31 32 76 28 43 120 35 25 128 20 55 35 21 135 30 37 67 142
leaf_count=1529 133 21 20 21 22 20 66 53 21 23 107 25 31 32 76 28 43 120 35 25 128 20 55 35 21 135 30 37 67 142
internal_value=0 0.0033769 0.00249077 0.00299325 0.0061742 0.00621538 0.00496641 0.00642032 0.00828489 0.00933923 0.00532378 0.0039056 0.00580077 0.00373059 0.000580306 0.00570227 0.00628381 0.00586697 0.00268176 0.00289756 0.00382058 0.00632198 0.0048977 0.00641434 0.00435819 0.00195724 0.0052285 0.00586097 0.00476525 0.00648325
internal_weight=0 718 461 365 2403 2381 257 1936 97 76 445 112 333 63 96 191 270 227 344 323 163 1839 112 1727 56 160 163 92 92 1671
internal_count=3121 718 461 365 2403 2381 257 1936 97 76 445 112 333 63 96 191 270 227 344 323 163 1839 112 1727 56 160 163 92 92 1671
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 49 4 50 11 11 1 4 1 150 1 2 52 0 11 31 2 43 151
split_gain=10.1546 1.62841 0.900491 0.782596 0.614525 0.572772 0.489336 0.432846 0.378729 0.293899 0.288154 0.200034 0.175998 0.173954 0.145963 0.136767 0.121224 0.10944 0.108426 0.212217 0.105973 0.103212 0.0975083 0.0894873 0.0882624 0.0855867 0.0852626 0.0852226 0.0828782 0.0752498
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.091265000000000013 0.09253500000000002 0.062655000000000016 -0.054984999999999992 -0.15464999999999998 0.041865000000000006 1.0000000180025095e-35 0.08776500000000001 0.086920000000000011 -0.0092149999999999992 0.089770000000000016 0.082565000000000013 0.12408500000000001 0.31358000000000003 0.31359500000000001 -0.23001499999999997 0.084680000000000019 -0.084119999999999986 0.10045500000000002 0.064745000000000011 -0.079059999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 9 26 -9 11 -4 17 -2 -10 22 18 27 23 28 29 -5 -15 -6 -1 -19 -14 -3 -17 -11 -20
right_child=1 4 10 20 14 -7 -8 8 13 15 -12 -13 25 21 -16 16 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006358606440507933 0.00038875801669781469 0.00028242015970712591 0.00055578751876228408 0.0002689067874099219 0.0001239465546365634 0.0003733683630489151 0.00033433560165120109 0.00048149088512600206 0.00046947210954100476 0.00060594764569463482 0.00033180296364238319 0.00073520741440181406 0.00054327261432457919 0.00030709038511210794 0.00025400094144468696 0.00081290317842082761 0.00057363038058828939 0.00046754523381298664 0.0006730968943413566 0.00035292247273758343 0.00043242371750666815 0.00020314033349012311 -2.7615524110539506e-05 0.00053764754224215226 0.00060105153940534842 0.00065929092973848801 0.00014747020452021323 0.00063605302689122214 0.00053227562193549802 0.00054844905658149601
leaf_weight=991 23 24 34 64 51 41 25 54 20 318 63 62 87 125 23 22 36 20 20 21 20 52 24 37 396 34 72 20 72 270
leaf_count=991 23 24 34 64 51 41 25 54 20 318 63 62 87 125 23 22 36 20 20 21 20 52 24 37 396 34 72 20 72 270
internal_value=0 0.000323502 0.000595455 0.000458248 0.000254463 0.000603094 0.000607171 0.000293186 0.000336014 0.000610156 0.000410313 0.000626149 0.000545986 0.000296137 0.000117352 0.000579237 0.000657123 0.000621467 0.00057057 0.000543262 0.000307839 0.000276551 7.54467e-05 0.000632326 0.000594633 0.000575873 0.000181208 0.000728689 0.000592347 0.000557045
internal_weight=0 673 2448 228 445 2351 2310 347 251 2285 97 1506 144 197 98 779 78 1444 701 311 84 177 75 1028 416 121 96 42 390 290
internal_count=3121 673 2448 228 445 2351 2310 347 251 2285 97 1506 144 197 98 779 78 1444 701 311 84 177 75 1028 416 121 96 42 390 290
is_linear=0
shrinkage=0.00196078


Tree=8515
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 4 4 2 42 11 0 12 11 47 2 0 1 49 3 52 47 4 16 13 16 51 14
split_gain=9.5564 1.1966 1.00913 0.821909 0.629345 0.384952 0.37909 0.318489 0.250555 0.234415 0.180463 0.172546 0.156188 0.147382 0.193592 0.136738 0.131284 0.126421 0.13524 0.117488 0.114723 0.0968898 0.0928999 0.0904366 0.0864188 0.171313 0.133641 0.0797204 0.0750939 0.0728169
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.13075500000000004 0.091325000000000003 0.082585000000000006 -0.16363499999999997 0.033845000000000007 0.11389000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.097734999999999989 0.13597000000000004 0.080150000000000013 0.091680000000000011 0.088930000000000023 -0.11437499999999999 0.15471500000000002 -0.063424999999999981 -0.013929999999999998 -0.52606999999999993 0.077555000000000013 -0.062539999999999984 -0.0094449999999999968 -0.011914999999999999 -0.36241499999999999 -0.10056999999999998 -0.44847999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 29 12 11 -6 13 23 -5 17 -8 -15 -14 20 -4 -19 -7 21 -10 -2 28 26 -26 -13 -22 -1 -3
right_child=1 5 6 7 8 19 9 -9 16 -11 -12 24 15 14 -16 -17 -18 18 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00064956808697189583 0.0006257492808901629 0.00035819478603797 0.00062576093219774602 0.00052987900636498886 0.00057040442236045883 0.0001748417328997182 0.00071505343966812818 0.00019433696677053429 0.00031783641439061432 0.00049998421964783776 0.00039263044329569305 0.00029292312770278427 0.00079150257378453348 0.00058326604170902906 0.00040746369957923888 0.00063358678953165338 0.00049181711435280291 0.00042914764095702059 0.00059009755260094725 4.5227614051730212e-05 0.00038254257364600313 0.00048362014243026185 0.00049408619372148864 0.00067352493134766045 0.00036358444531466445 0.0001686520943331053 0.00051438429138877184 0.00024559618222465778 0.00054343596224687408 0.00025884067217020663
leaf_weight=31 28 41 899 21 31 116 31 59 23 161 22 20 37 656 25 49 31 22 229 35 26 33 78 33 52 26 22 44 148 92
leaf_count=31 28 41 899 21 31 116 31 59 23 161 22 20 37 656 25 49 31 22 229 35 26 33 78 33 52 26 22 44 148 92
internal_value=0 0.000304209 0.000581319 0.000389279 0.000493792 0.000212549 0.000598832 0.000315298 0.000409313 0.000567552 0.000561664 0.000365913 0.000620926 0.000582831 0.000576812 0.000701527 0.000377506 0.000614898 0.00057599 0.000144799 0.000349381 0.00041553 0.000528865 0.000579205 0.000337219 0.000298607 0.000408927 0.000296462 0.000561816 0.000289469
internal_weight=0 590 2531 306 422 284 2109 200 188 873 234 141 1236 712 681 86 157 1150 251 151 126 56 106 212 120 78 42 70 179 133
internal_count=3121 590 2531 306 422 284 2109 200 188 873 234 141 1236 712 681 86 157 1150 251 151 126 56 106 212 120 78 42 70 179 133
is_linear=0
shrinkage=0.00196078


Tree=8516
num_leaves=31
num_cat=0
split_feature=1 52 3 39 124 2 50 16 48 15 4 15 42 15 12 47 42 14 43 16 131 4 3 2 0 0 157 150 16 12
split_gain=0.459962 0.109704 0.0703857 0.0458055 0.0445833 0.0457371 0.0431926 0.0401276 0.0358327 0.0384599 0.043197 0.0404635 0.0346991 0.0338861 0.0272792 0.0270457 0.0269937 0.026926 0.029196 0.0259472 0.025522 0.0247705 0.025722 0.0245517 0.0239569 0.0270765 0.0495353 0.0741833 0.0423203 0.0345277
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.087880000000000014 -0.076779999999999987 0.13404500000000005 0.10616500000000001 0.13751500000000003 -0.081134999999999999 -0.033689999999999991 0.024790000000000003 -0.083359999999999976 -0.0060199999999999993 -0.46471999999999997 -0.42850999999999995 0.11370000000000001 0.091545000000000015 0.062655000000000016 -0.52440999999999993 -0.088704999999999992 0.091440000000000007 -0.51843499999999987 -0.10023499999999998 0.15950500000000004 -0.076579999999999995 -0.10474999999999998 -0.067349999999999979 0.083095000000000016 -0.040964999999999994 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 20 3 6 12 17 8 -7 -3 11 -11 13 -1 -10 -4 -8 19 18 -6 -15 -2 22 -20 -16 25 26 -23 28 -28 -27
right_child=1 2 14 -5 5 7 15 -9 9 10 -12 -13 -14 16 23 -17 -18 -19 21 -21 -22 24 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.006510170393336851 0.0077060915330158814 0.007791097117005848 0.002951097565570048 0.0021968539002771366 0.0026854144857497886 0.00088556918339303666 0.0086217871510598353 0.0066389925862577834 0.0059436468963718252 0.0033530363266537386 -0.0021239983684305723 0.0062876256182789808 0.0025802575227505758 0.0044784754739891066 0.00082922770041319455 0.0042796680435108455 -0.00090161560336127872 0.0083028791469576604 0.011522667484823616 0.0014221177422715462 0.0036555359023623169 0.0008609129115939141 0.0066191522242582367 -0.0032324476463889539 0.0058654198093086194 0.0084410893730819236 0.0065401992048543774 0.0030989490377945467 0.01112679794523865 0.0066673329288663517
leaf_weight=39 70 20 35 173 20 27 32 22 36 36 24 58 53 61 46 26 20 85 20 51 20 20 23 22 493 120 103 57 25 1284
leaf_count=39 70 20 35 173 20 27 32 22 36 36 24 58 53 61 46 26 20 85 20 51 20 20 23 22 493 120 103 57 25 1284
internal_value=0 0.00353695 0.00307724 0.00353653 0.0064048 0.00649118 0.00417324 0.00346874 0.00369899 0.00341283 0.00116222 0.00401034 0.0042462 0.00322413 0.000682709 0.00667532 0.00248244 0.006557 0.00648846 0.00308674 0.00680597 0.00652392 0.00889986 -0.000484844 0.00647531 0.00666218 0.00558863 0.00609973 0.00743602 0.00681894
internal_weight=0 730 640 537 2391 2299 364 49 306 286 60 226 92 168 103 58 132 2250 2165 112 90 2145 43 68 2102 1609 205 185 128 1404
internal_count=3121 730 640 537 2391 2299 364 49 306 286 60 226 92 168 103 58 132 2250 2165 112 90 2145 43 68 2102 1609 205 185 128 1404
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 15 0 52 2 0 14 2 2 4 12 4 457 0 3 4 43 2 4 3 4
split_gain=17.4223 2.05288 1.88198 1.7015 1.11364 0.843583 0.662441 0.613112 0.474438 0.325773 0.335129 0.310243 0.286942 0.394182 0.289909 0.26669 0.26257 0.203421 0.189263 0.16675 0.143061 0.142824 0.139148 0.137607 0.169229 0.116285 0.228371 0.107306 0.0873654 0.0862961
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.091475000000000015 0.40124500000000002 -0.17966999999999997 0.018150000000000003 0.13592500000000005 -0.23194499999999998 0.08257500000000001 0.10381000000000001 -0.078904999999999989 0.076175000000000007 0.17025000000000004 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 0.27834500000000006 0.045365000000000009 -0.14001499999999997 -0.13309499999999996 -0.10429499999999998 -0.025214999999999998 0.11177500000000001 -0.036839999999999991 -0.13309499999999996 -0.50262499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 11 16 15 27 -6 10 23 -1 13 14 21 22 20 18 -13 -20 -3 -10 -4 -8 -25 -2 -27 -5 -11 -24
right_child=1 5 6 7 8 -7 9 -9 12 28 -12 17 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.00082049316688442397 0.00017595725620790913 0.00019793050442574447 0.00051203627258027888 0.00067627365500027062 0.00062437585209231829 0.00036239125744789438 0.00070327751686216817 0.00027112769049720143 0.00054408539037883671 0.00039675988129102713 0.00037012563672274989 0.00070392154000636909 0.00057399465159617652 0.00020792575141421088 0.00025993015757642181 0.00081195651703630869 -7.5906384928042391e-05 0.00048319289073758039 0.00062442301064405046 0.00040456664693706173 5.4760151150206044e-05 0.00037112382796088177 0.00078741628172295203 0.00048708543218878297 0.00062077288693570577 0.0004262885775419795 0.00022169245113105802 0.00053921132486741416 0.00053456386707137829 0.00066059608138206987
leaf_weight=22 96 35 24 32 31 39 71 32 45 20 21 56 22 60 36 46 50 62 36 21 115 31 21 39 547 27 94 70 153 1167
leaf_count=22 96 35 24 32 31 39 71 32 45 20 21 56 22 60 36 46 50 62 36 21 115 31 21 39 547 27 94 70 153 1167
internal_value=0 0.000238755 0.000612915 0.000334195 0.000493386 9.85896e-05 0.000636832 0.000507923 0.000399134 0.00059458 0.000613959 0.000601033 0.000363142 0.000336173 0.000404876 0.000665414 4.71483e-05 0.000573444 0.000622962 0.000543423 8.81666e-05 0.000473535 0.000659852 0.000621753 0.000611876 0.000226916 0.000267346 0.000582211 0.000518633 0.000662838
internal_weight=0 590 2531 351 422 239 2109 134 225 851 678 197 194 172 112 1258 200 175 113 57 150 76 1212 657 586 217 121 102 173 1188
internal_count=3121 590 2531 351 422 239 2109 134 225 851 678 197 194 172 112 1258 200 175 113 57 150 76 1212 657 586 217 121 102 173 1188
is_linear=0
shrinkage=0.00196078


Tree=8518
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 2 4 0 1 4 3 150 15 3 47 12 4 1 4 1 10 0 12 160
split_gain=10.6127 1.6801 1.07886 0.917645 0.627257 0.511361 0.367464 0.301133 0.290198 0.287067 0.272694 0.215965 0.205795 0.169696 0.235445 0.178988 0.162219 0.148306 0.13296 0.121997 0.111679 0.0981852 0.111801 0.121175 0.0960032 0.0871419 0.0862964 0.0800672 0.10925 0.0789013
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10672500000000001 0.09253500000000002 0.14122000000000004 0.17025000000000004 0.42051500000000003 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 0.30112000000000005 1.0000000180025095e-35 -0.097454999999999986 0.0068900000000000012 0.090100000000000013 0.08815000000000002 -0.52556499999999995 0.089770000000000016 0.022185000000000003 0.11588000000000001 -0.38124499999999995 -0.15202999999999997 0.084100000000000022 0.085755000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 -4 25 -5 17 12 16 14 27 21 19 24 -16 -9 -3 22 -15 -24 -7 -6 -13 -1 -29 -20
right_child=1 2 7 9 8 10 -8 11 -10 -11 -12 26 -14 15 18 -17 -18 -19 29 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00071903464510617661 0.00060134624176923733 0.00028786298915959115 0.00039830869752042797 0.0005589367720838786 0.0006193043119913222 0.00059746936648656863 0.00075313790867067676 0.0002599806193298535 0.0003286981998997576 0.00033537491978054252 0.00039573472397627299 0.00012694860470450066 0.000152386955684377 0.00078410488995962562 0.00058502937117574892 0.00054850578512383597 0.0001668479730941209 0.00042337459253692379 0.00030793428701786872 0.00045049226100197414 0.00041307357652002277 0.00061188421108767277 0.00064376191116285097 0.00051006104218176331 0.00053169670127981375 0.00048318559384671834 -3.5370129580591241e-05 0.00046429966850315821 0.00064037423772193023 0.0004800177456673676
leaf_weight=23 74 190 26 34 40 238 79 28 30 63 41 34 112 21 22 118 30 27 20 24 32 769 750 27 133 33 20 20 42 21
leaf_count=23 74 190 26 34 40 238 79 28 30 63 41 34 112 21 22 118 30 27 20 24 32 769 750 27 133 33 20 20 42 21
internal_value=0 0.000322614 0.000288179 0.000600634 0.000364586 0.000608345 0.000622201 0.000197551 0.000491051 0.000413737 0.000547995 0.000176504 0.000207031 0.000616558 0.0005529 0.00062215 0.000281667 0.00056368 0.000462059 0.000347909 0.000305911 0.000627695 0.000642931 0.000639116 0.00057389 0.000557771 6.68306e-05 0.00062023 0.000583576 0.000396075
internal_weight=0 673 599 2448 325 2351 1912 274 103 97 439 248 194 1833 148 1685 82 398 63 52 222 1567 798 777 371 73 54 85 62 41
internal_count=3121 673 599 2448 325 2351 1912 274 103 97 439 248 194 1833 148 1685 82 398 63 52 222 1567 798 777 371 73 54 85 62 41
is_linear=0
shrinkage=0.00196078


Tree=8519
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 159 1 1 14 2 2 475 1 1 12 12 11 47 0 0 43 1 2 2 15 13 148 4 0
split_gain=8.90977 1.15854 0.92303 0.86154 0.633958 0.407333 0.321928 0.320918 0.252209 0.247397 0.20034 0.177533 0.133877 0.12985 0.115132 0.156344 0.118522 0.104682 0.101825 0.0960176 0.179769 0.0952118 0.092628 0.0907114 0.194807 0.0941072 0.132932 0.0734471 0.0730384 0.0694919
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.36766000000000004 0.10045500000000002 0.082585000000000006 0.13075500000000004 0.092845000000000025 0.076975000000000002 0.14960000000000004 0.11704500000000001 -0.066784999999999983 0.15471500000000002 0.089770000000000016 0.087005000000000013 0.087695000000000009 0.076560000000000003 0.08265500000000002 -0.065229999999999996 0.11070500000000001 -0.080324999999999994 0.104035 0.11177500000000001 -1.0000000180025095e-35 -0.037864999999999989 -0.012549999999999997 -1.0000000180025095e-35 -0.074729999999999977 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 9 23 27 -4 14 12 -2 -7 -9 16 18 17 29 -16 28 -21 -10 -14 24 -5 26 -25 -3 -18 -1
right_child=1 7 8 6 -6 10 -8 13 21 -11 -12 -13 22 -15 15 -17 19 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005375518257307553 0.00054185218423121037 0.00016925232683428311 0.0005148904841288601 0.00025874165090689663 0.00033501266330898558 0.00060706015594621566 0.00016910382678838321 0.00016951400535861237 0.00036089367960564876 0.00069281623575812067 0.00034999959816984822 0.00033878127907348033 0.00052022103864891606 3.3251485508196157e-05 0.0004102893551740862 0.00056683384593126849 0.00059275555475250851 0.00073460930603126359 0.00056950770618627441 0.00034759591162260398 0.00060734550523407313 0.00020488691937967953 0.000388915631455268 0.00025570600123814936 0.00048219473736917632 0.00019007095645402631 0.00046661536702338388 0.0002910903105080632 0.00055124870882126314 0.00060309204555611645
leaf_weight=68 96 23 37 24 45 68 57 116 53 75 26 20 338 35 47 264 328 22 23 21 20 21 22 27 40 22 20 110 324 729
leaf_count=68 96 23 37 24 45 68 57 116 53 75 26 20 338 35 47 264 328 22 23 21 20 21 22 27 40 22 20 110 324 729
internal_value=0 0.00028998 0.00055755 0.000373686 0.000565569 0.000569938 0.000292392 0.000199789 0.000382711 0.000582421 0.000517117 0.00050684 0.000527269 0.00013793 0.000577936 0.000544989 0.000585214 0.000601183 0.000462604 0.000566342 0.000474303 0.000316621 0.000512197 0.000345229 0.0003984 0.000295912 0.000345455 0.000270021 0.000572129 0.0005975
internal_weight=0 590 2531 306 2420 2375 190 284 111 1921 454 116 428 151 1846 334 1512 819 70 693 41 74 360 133 64 69 47 133 652 797
internal_count=3121 590 2531 306 2420 2375 190 284 111 1921 454 116 428 151 1846 334 1512 819 70 693 41 74 360 133 64 69 47 133 652 797
is_linear=0
shrinkage=0.00196078


Tree=8520
num_leaves=31
num_cat=0
split_feature=1 4 3 159 124 1 2 42 16 42 4 16 43 16 14 14 51 40 1 15 3 52 43 1 3 12 0 52 16 12
split_gain=0.568499 0.125377 0.0760885 0.0560761 0.0528437 0.0492079 0.048651 0.0366699 0.0334613 0.0318619 0.0370777 0.0732257 0.0363633 0.0355413 0.0298655 0.029208 0.0316437 0.0297465 0.0276843 0.0273547 0.0407547 0.0602559 0.0375802 0.0587717 0.0367648 0.0351802 0.0365486 0.0372668 0.0264664 0.0387483
threshold=0.10337500000000001 0.27044500000000005 -0.065229999999999996 0.082585000000000006 -0.076779999999999987 0.13075500000000004 0.13404500000000005 -0.0060199999999999993 0.13751500000000003 -1.0000000180025095e-35 -0.050494999999999991 -0.0019699999999999995 -1.0000000180025095e-35 0.023255000000000001 0.062655000000000016 -1.0000000180025095e-35 -0.069944999999999993 -0.066419999999999993 0.11910500000000002 0.040760000000000005 -0.12018999999999998 -0.11592499999999999 -0.11720999999999999 0.083135000000000014 -0.13309499999999996 0.092255000000000018 -0.13455999999999999 -0.046924999999999988 -0.15012499999999998 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 7 15 14 -1 -8 -4 13 12 -12 -11 19 16 -3 -17 -19 20 21 -6 -23 -24 -21 26 27 -22 -26 -30
right_child=1 5 3 -5 6 -7 8 -9 -10 10 11 -13 -14 -15 -16 17 -18 18 -20 24 25 22 23 -25 28 -27 -28 -29 29 -31
leaf_value=0.0070670062580551864 0.0067176386198806032 0.0028040713128575593 0.0079487320967018601 0.0013371833480050556 0.0086472517577931285 0.001014224820200501 0.0016224989012159682 0.0030875784786123981 0.0068763317963616418 0.0034732397878542544 0.0023916567114481172 -0.0023233243275899442 0.0066321569948624348 0.0086361791216768326 0.0090052040107548234 -0.00051942877665472529 0.0077524267910380994 0.0044404229808338537 0.00035937246443195779 0.011516803215173158 0.0033640449660279877 0.00047535351650030528 0.0082407227499061275 0.0017018261848500483 0.0041713475286960606 0.0060441341591407158 0.0075966875791049536 0.007318336792433492 0.0098647588257870025 0.0072998639971099209
leaf_weight=39 154 24 27 64 32 152 27 57 22 24 42 20 39 30 85 24 28 68 22 22 44 27 28 27 25 300 648 52 63 905
leaf_count=39 154 24 27 64 32 152 27 57 22 24 42 20 39 30 85 24 28 68 22 22 44 27 28 27 25 300 648 52 63 905
internal_value=0 0.00379625 0.00497448 0.00388324 0.00700306 0.0023142 0.00709872 0.00470422 0.00398136 0.00477855 0.00422632 0.00309542 0.00443338 0.00634154 0.00716637 0.00350454 0.00546857 0.00260867 0.00344283 0.00709444 0.00676226 0.00496698 0.00353078 0.00503072 0.00747341 0.0069583 0.00732692 0.00550595 0.00738383 0.00746679
internal_weight=0 718 400 246 2403 318 2307 96 49 182 155 101 81 54 2258 166 52 114 90 2173 1158 114 82 55 1015 1044 744 96 993 968
internal_count=3121 718 400 246 2403 318 2307 96 49 182 155 101 81 54 2258 166 52 114 90 2173 1158 114 82 55 1015 1044 744 96 993 968
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 14 2 2 1 1429 132 52 4 1 0 4 10 52 14 47 4 16 50 4 0 0
split_gain=9.39852 1.50941 0.933965 0.815686 0.705299 0.504336 0.428414 0.401665 0.264749 0.253976 0.216043 0.167784 0.126675 0.165185 0.110032 0.104239 0.104195 0.135187 0.110773 0.103935 0.0992285 0.0943353 0.0890274 0.107298 0.152242 0.112577 0.112285 0.103427 0.0883708 0.087225
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 0.091265000000000013 0.17025000000000004 0.080270000000000022 0.084690000000000015 0.08696000000000001 -0.16675999999999999 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.50194500000000009 -0.38124499999999995 0.31359500000000001 -0.46413499999999996 0.078345000000000012 0.41555500000000006 -0.0094449999999999968 0.09524500000000001 -0.0092149999999999992 -0.18113999999999997 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 9 -6 -5 10 12 19 21 -14 22 -11 18 -18 -12 -4 -13 -1 -3 25 26 28 -25 -27 -24 -7
right_child=1 2 11 8 7 29 -8 -9 -10 15 16 20 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.00061900364280390193 0.00058001223507386139 0.00041638233818037278 0.00026540107928643084 0.00054068405894431551 0.00053319179620459002 0.0004766625586279573 0.0003282630624739587 0.00029446390350166635 0.00032598863616979939 0.00057298675982975493 0.00058858593931580881 0.00013548101678218609 0.00058440204897928746 0.00041077843868902444 0.00017220696375029636 0.00073486311403334948 0.00054627552915984207 0.00039907846639149148 0.00043900244303193749 0.00014793060634180004 -4.4046967409039823e-05 0.00050897944735093332 0.00038783223751713249 0.00052243197609841766 0.00021619937212200336 0.0002515824838922651 0.00032198310193876317 7.183641478346259e-05 0.00026456401734389966 0.0003089085259217752
leaf_weight=894 74 21 51 34 84 22 24 40 63 20 394 29 497 22 32 65 310 26 20 67 20 31 28 21 21 32 22 20 111 26
leaf_count=894 74 21 51 34 84 22 24 40 63 20 394 29 497 22 32 65 310 26 20 67 20 31 28 21 21 32 22 20 111 26
internal_value=0 0.000315818 0.000283179 0.000577451 0.000331318 0.000584721 0.000588867 0.000456183 0.000401243 0.000591612 0.000587537 0.000158652 0.00060156 0.000577042 0.000281048 0.000696775 0.000560539 0.000534885 0.00058136 0.000198702 6.22043e-05 0.000615316 0.000293667 0.000283561 0.000353045 0.000260279 0.000419877 0.000182449 0.000289395 0.000385796
internal_weight=0 673 599 2448 432 2351 2303 124 97 2279 2194 167 1444 519 308 85 750 336 414 118 49 925 276 255 64 191 43 52 139 48
internal_count=3121 673 599 2448 432 2351 2303 124 97 2279 2194 167 1444 519 308 85 750 336 414 118 49 925 276 255 64 191 43 52 139 48
is_linear=0
shrinkage=0.00196078


Tree=8522
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 1 14 47 4 0 49 49 1 1 4 1 150 1 47 0 156 48 0 484 3 52 2 52
split_gain=14.399 2.3848 1.2484 0.965978 0.832929 0.698003 0.387992 0.376543 0.372331 0.312514 0.258987 0.21522 0.355025 0.206941 0.20202 0.196543 0.189388 0.188563 0.184879 0.159514 0.156535 0.141183 0.160656 0.128338 0.111091 0.108907 0.104725 0.107712 0.0985711 0.0971934
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.098630000000000009 0.14285500000000004 0.092845000000000025 0.062655000000000016 0.13082500000000002 -0.17966999999999997 -0.10607499999999999 0.082865000000000008 -0.054984999999999992 0.11690500000000002 0.13075500000000004 0.0061450000000000003 0.085345000000000018 1.0000000180025095e-35 0.16540500000000002 0.10648500000000001 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 -0.14454499999999995 0.084750000000000006 -0.13927999999999999 0.039215000000000007 0.08622500000000001 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 10 8 18 -4 11 19 -3 12 17 -2 20 -5 21 24 26 -6 -12 -13 -23 25 -1 -24 -7 29 -19 -28
right_child=1 4 7 15 9 6 -8 -9 -10 -11 14 16 -14 -15 -16 -17 -18 28 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00078919187369021605 0.00046764996191780484 0.00055114529978216075 0.00063901457443999181 0.00043354456708614341 0.00017149758566520779 0.00074528663488108472 0.00045605762377044193 0.00038750974400565517 0.00086190745184511349 0.00040041903585167715 0.00036132681834126273 0.00074485067326688639 0.0008204347429489221 0.00067054778554802329 0.00027748788708519082 0.00022359377042781501 0.00064949114984582019 0.00062245782412567729 0.00051159073744772693 -1.8354117751632837e-05 0.00054775833955728536 0.00086918225586692609 0.00071166068717362651 0.0005401277229847277 0.00060324681977577069 0.00058831369419113484 0.00066034946094079396 0.00069573580282628056 0.00045342105988632232 0.0005682713250402642
leaf_weight=21 23 24 37 60 114 62 39 60 76 21 129 1141 35 121 117 24 110 21 30 20 20 21 333 20 30 30 119 157 36 70
leaf_count=21 23 24 37 60 114 62 39 60 76 21 129 1141 35 121 117 24 110 21 30 20 20 21 333 20 30 30 119 157 36 70
internal_value=0 0.000377598 0.000701437 0.000540663 0.00029405 0.000710432 0.000643465 0.000483445 0.000727477 0.000178016 0.000356069 0.000721795 0.000648814 0.00063814 0.000338468 0.000373559 0.000728101 0.000593196 0.000660152 0.000143162 0.000386351 0.000733697 0.000702198 0.000693042 0.000679812 0.000701467 0.000671076 0.000657778 0.000515698 0.000626246
internal_weight=0 673 2448 228 445 2351 477 97 1874 155 290 1798 143 144 266 84 1655 108 438 134 149 1545 404 383 51 363 408 346 57 189
internal_count=3121 673 2448 228 445 2351 477 97 1874 155 290 1798 143 144 266 84 1655 108 438 134 149 1545 404 383 51 363 408 346 57 189
is_linear=0
shrinkage=0.00196078


Tree=8523
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 4 2 4 15 40 11 156 12 150 16 52 3 52 4 12 11 132 2 39 3 3 43 1 2
split_gain=0.595487 0.130762 0.055172 0.0541958 0.0543877 0.061242 0.0536084 0.0536379 0.0452543 0.0378958 0.0333701 0.0320649 0.0434329 0.0320021 0.0424201 0.0409179 0.0447125 0.0404104 0.0388132 0.0343791 0.032389 0.0290602 0.0279493 0.0441257 0.0269308 0.0278099 0.0301421 0.0281271 0.0267495 0.0462058
threshold=0.10337500000000001 -0.053259999999999995 0.11474000000000002 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 0.092235000000000025 -0.062539999999999984 -0.41942499999999994 -0.077474999999999988 0.084110000000000004 0.11969000000000002 0.080890000000000017 0.083555000000000004 -0.07550999999999998 -0.092399999999999982 -0.14186499999999996 0.024145000000000003 -0.10429499999999998 0.087385000000000004 0.080455000000000013 0.088890000000000011 0.31098000000000003 0.10226500000000001 -0.017889999999999996 0.11658 -0.078139999999999973 0.086920000000000011 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 4 10 -6 7 21 -7 -2 -3 -11 -13 14 15 -9 -17 -15 -18 -19 -21 28 23 -5 25 -10 27 -27 -1 -30
right_child=1 3 -4 22 5 8 -8 13 24 11 -12 12 -14 17 -16 16 18 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0077750923699125745 0.0027775884489528837 0.0033090744903311133 0.0034460170532887185 0.0014562302876227336 0.0084740777703700594 0.0072359945449504944 0.0022893631894310767 0.0083933791164308783 0.00048214027658104896 0.00630482848970579 -0.00034442244784440847 0.012505437622008765 0.0063598881435135137 0.0096176988500006055 0.0016724041519829863 0.0070159068295302307 0.00068459483372862451 0.0037733610388577771 0.0061409210394644601 0.010835258895531297 0.0067313257684727436 0.01043281092973692 0.0038390300337873074 -0.0039018687961453742 0.00012890148713128068 0.0028636080950188141 0.0028074697876859104 0.0071027187573620022 0.0071107465334158048 0.0027612636685192299
leaf_weight=1126 22 50 75 51 30 31 22 50 25 114 50 23 23 51 26 52 32 38 22 20 500 35 23 22 26 24 84 45 403 26
leaf_count=1126 22 50 75 51 30 31 22 50 25 114 50 23 23 51 26 52 32 38 22 20 500 35 23 22 26 24 84 45 403 26
internal_value=0 0.00392101 0.00572845 0.0029134 0.00346946 0.00421932 0.00720305 0.00724845 0.00367616 0.00666901 0.00148233 0.00720408 0.00943266 0.00657553 0.00541201 0.00603528 0.00492297 0.00692325 0.00290754 0.00667698 0.00688917 0.00758322 0.000799212 -0.000158539 0.0031352 0.00357433 0.00407958 0.00562825 0.00751909 0.00684714
internal_weight=0 718 257 461 365 265 2403 2381 235 182 100 160 46 791 182 156 106 609 54 558 520 1590 96 73 204 178 153 69 1555 429
internal_count=3121 718 257 461 365 265 2403 2381 235 182 100 160 46 791 182 156 106 609 54 558 520 1590 96 73 204 178 153 69 1555 429
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=31
num_cat=0
split_feature=1 52 1 12 0 49 45 4 12 3 475 2 133 150 132 14 133 157 131 49 43 16 1429 159 49 150 51 50 1 160
split_gain=0.482513 0.114938 0.0703173 0.0489057 0.0439481 0.0416176 0.0409358 0.0404589 0.0373115 0.03563 0.0352584 0.0371093 0.0389584 0.0380472 0.0326935 0.0335059 0.0329474 0.0312802 0.0310975 0.0307086 0.06909 0.071847 0.0399429 0.0396467 0.0356196 0.0286406 0.0280313 0.0335411 0.0386451 0.027694
threshold=0.10312500000000001 -0.40967499999999996 0.13559000000000002 0.088105000000000003 0.18019500000000002 0.11560500000000001 0.081955000000000014 0.0049200000000000008 0.10016000000000001 -0.076969999999999997 0.068270000000000011 0.092120000000000021 0.017095000000000003 0.083555000000000004 0.090440000000000006 -0.46413499999999996 0.089200000000000015 -0.078969999999999985 1.0000000180025095e-35 0.085970000000000005 -0.082144999999999982 -0.014034999999999997 0.083985000000000018 0.03981500000000001 0.09517500000000001 0.083250000000000005 0.081440000000000026 0.077805000000000013 0.077845000000000011 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 5 6 10 -5 -9 -7 11 19 13 17 15 -3 -17 -13 -19 22 21 -21 26 29 -22 -14 -1 28 -28 -24
right_child=1 2 -4 7 -6 9 -8 8 -10 -11 -12 12 25 -15 -16 16 -18 18 -20 20 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.006995184146863823 0.0068990258955293239 0.0071942099717922431 0.0014067312385223987 0.0082687274632709373 0.0026210411098496669 0.0066273351744511877 0.011033745442650148 0.0065747715039400469 0.0026467219681331989 0.0033125826380758861 0.0097464022625769892 0.0025974979327656913 0.0064945103060003841 0.0021087607195866961 -0.00073946559624302958 0.0034845044431235043 0.00035515480692713307 0.0055698154387556651 0.0091239941651346506 0.0075997856756051382 0.0082648553629011169 0.015974530967650936 0.0029923726274864748 0.0016936716425698254 0.0042381623726604244 0.010102053392135229 0.0061694369340936344 0.0073135455769877279 0.0019315069699540545 0.0074646450786126986
leaf_weight=1134 90 21 180 35 29 59 21 42 57 72 35 32 265 35 21 245 39 279 27 21 59 20 20 30 35 24 48 62 39 45
leaf_count=1134 90 21 180 35 29 59 21 42 57 72 35 32 265 35 21 245 39 279 27 21 59 20 20 30 35 24 48 62 39 45
internal_value=0 0.00355293 0.00308238 0.00373807 0.00649024 0.00653775 0.00663946 0.00534634 0.00431317 0.00480549 0.0065977 0.00654704 0.00592258 0.00524733 0.00307701 0.00333978 0.00305477 0.00557233 0.00588342 0.00682026 0.00825962 0.011685 0.00667925 0.0047007 0.00676555 0.0067941 0.00682575 0.00553625 0.00426968 0.00608856
internal_weight=0 730 640 460 2391 2362 2231 134 99 131 2210 2175 662 373 326 305 284 338 306 1513 135 41 1378 95 94 289 1283 149 87 65
internal_count=3121 730 640 460 2391 2362 2231 134 99 131 2210 2175 662 373 326 305 284 338 306 1513 135 41 1378 95 94 289 1283 149 87 65
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 2 159 11 2 1 1 42 1 11 12 457 1 52 2 43 4 1429 52 160 13 3 1 4 43
split_gain=11.2073 1.52126 1.25299 0.957455 0.924585 0.538692 0.450727 0.376047 0.350948 0.38186 0.283747 0.262819 0.183678 0.179894 0.176562 0.156768 0.156534 0.208356 0.121021 0.116312 0.127674 0.111073 0.110371 0.166054 0.0959726 0.0957772 0.0941224 0.108632 0.0873425 0.0815933
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.36766000000000004 0.14122000000000004 0.25063000000000007 0.082585000000000006 1.0000000180025095e-35 0.091265000000000013 0.092845000000000025 0.12958500000000003 -1.0000000180025095e-35 0.086920000000000011 0.086080000000000018 0.085355000000000014 0.080930000000000016 0.089875000000000024 -0.52606999999999993 0.14285500000000004 -0.067199999999999996 -0.0073899999999999999 0.084770000000000012 -0.057699999999999994 -0.085764999999999994 -0.10278499999999999 0.11658 0.12811000000000003 -0.0057249999999999992 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 5 8 11 12 9 13 -4 -3 -5 22 24 28 21 -18 -2 20 -14 25 -1 -24 -10 -11 -22 -28 -15 -27
right_child=1 6 10 7 -6 -7 -8 -9 14 16 -12 -13 19 15 -16 -17 17 -19 -20 -21 26 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.00066754525044885303 0.00067931217994509632 0.00030271195576836663 0.00055412874913912137 0.00055953914857879072 0.00034854426947554214 0.00040944706807149078 -4.2910680929624956e-05 0.00020436815343230489 0.00066120497334529367 0.00049555493409142773 0.00034382820759160088 0.00017793835556714882 0.00029264745542042673 0.00044749231368021198 0.0006522131413537229 0.00063090152819570485 0.00060227789179561968 0.00033129738963336917 0.00052768407935357183 0.00023865474987580301 0.00054527999776782406 0.00057004062735399944 0.00047323943907300547 0.00066435248483098558 0.00081497792857221992 0.00064124018973213198 0.00029028241212169327 0.0004830078611695045 0.00058673606778639827 0.00056054209492585475
leaf_weight=951 28 125 37 21 45 41 24 59 20 22 74 135 34 29 74 359 24 20 73 24 22 280 29 44 71 311 22 23 43 57
leaf_count=951 28 125 37 21 45 41 24 59 20 22 74 135 34 29 74 359 24 20 73 24 22 280 29 44 71 311 22 23 43 57
internal_value=0 0.000317542 0.000617634 0.000413461 0.000626977 0.000632253 0.000214193 0.000336475 0.000636167 0.000629535 0.000413928 0.000237926 0.00038986 0.000647761 0.000723341 0.000614154 0.000592396 0.000479105 0.00056972 0.000361354 0.000390511 0.000599836 0.000661905 0.000588431 0.000781182 0.000621228 0.000440172 0.000388787 0.000530652 0.000628741
internal_weight=0 590 2531 306 2420 2375 284 205 2334 2169 111 260 146 1455 165 431 714 44 101 125 101 670 1024 73 91 390 67 45 72 368
internal_count=3121 590 2531 306 2420 2375 284 205 2334 2169 111 260 146 1455 165 431 714 44 101 125 101 670 1024 73 91 390 67 45 72 368
is_linear=0
shrinkage=0.00196078


Tree=8526
num_leaves=31
num_cat=0
split_feature=1 4 148 3 12 2 4 2 40 3 52 43 43 123 124 4 3 376 16 131 11 2 14 42 15 1 402 43 4 0
split_gain=0.452029 0.103321 0.0652034 0.0644631 0.0744851 0.0447088 0.0442334 0.0421428 0.0400193 0.0331739 0.0405679 0.0344668 0.034186 0.0370965 0.0330591 0.0321748 0.0469394 0.031103 0.0304925 0.0340802 0.0273914 0.0360305 0.0263225 0.0256894 0.0226809 0.0226313 0.0223319 0.0505661 0.032244 0.0427904
threshold=0.10337500000000001 0.27287000000000006 -0.065034999999999996 0.149315 -1.0000000180025095e-35 0.25063000000000007 0.40124500000000002 0.14122000000000004 -0.0036699999999999992 -0.13309499999999996 0.12418000000000001 0.10366000000000002 -0.072864999999999985 0.086935000000000026 -0.076779999999999987 0.024790000000000003 0.0068900000000000012 0.083960000000000021 -0.061854999999999993 0.095715000000000008 0.090070000000000025 0.10467500000000002 0.062655000000000016 -0.0060199999999999993 0.094035000000000007 0.080585000000000004 0.089785000000000018 -0.51144999999999985 -0.42529999999999996 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 8 9 7 14 17 -3 11 12 13 -11 23 16 20 -4 -17 -20 21 -6 26 -1 25 -24 27 -16 -29 -30
right_child=1 5 3 -5 15 -7 -8 -9 -10 10 -12 -13 -14 -15 22 18 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0064515858661765473 -0.00035255471459374977 0.0043685769313015045 0.0062279750151853809 0.0019890366319679853 0.0070758756842802875 -0.0020750606107564334 0.0018197208685292441 0.0031460494677558906 -0.00062533161412416539 -0.0034660579577162442 0.005195227255594106 -0.0023348936527643519 0.0027277915710152891 0.0019031752588137265 0.0020585826731153896 0.0072918452532781709 0.011418561181441571 0.0021261797438556743 0.00050083895861778571 0.0058876353316009052 0.0091829032251804048 0.0026154253187727324 0.007766104273257717 0.0030563992950751878 0.0061313305163022249 0.012017840439719814 0.0073216704472515125 0.0079190757725972772 0.0063899900307685309 0.0047132330989587082
leaf_weight=39 26 67 38 66 55 24 22 41 22 22 31 23 119 31 28 31 24 36 23 24 29 27 31 52 33 21 229 121 1618 168
leaf_count=39 26 67 38 66 55 24 22 41 22 22 31 23 119 31 28 31 24 36 23 24 29 27 31 52 33 21 229 121 1618 168
internal_value=0 0.00342362 0.00449019 0.00482596 0.0054319 0.00207443 0.00628313 0.00632437 0.00311925 0.00241432 0.00183496 0.00130077 0.00178693 -0.000325563 0.00638006 0.00647422 0.00740844 0.00423251 0.0048573 0.00325154 0.00654139 0.00560719 0.00645567 0.00451148 0.00818186 0.00948315 0.00638786 0.00627735 0.00633929 0.00623227
internal_weight=0 718 401 375 309 317 2403 2381 96 293 226 195 172 53 2340 213 135 74 78 47 111 82 2249 91 85 52 2164 1935 1907 1786
internal_count=3121 718 401 375 309 317 2403 2381 96 293 226 195 172 53 2340 213 135 74 78 47 111 82 2249 91 85 52 2164 1935 1907 1786
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 3 2 43 2 2 1 11 1 12 457 1 1 1 0 12 51 2 1 1 48 0 0 4 4 1429
split_gain=8.26549 0.974303 0.854304 0.550941 0.503863 0.427835 0.409797 0.314829 0.248548 0.220898 0.21706 0.186903 0.133257 0.131866 0.123507 0.254088 0.10808 0.123306 0.119464 0.106607 0.103134 0.0960522 0.0952892 0.0951024 0.0939006 0.0732702 0.0714111 0.0689593 0.0657223 0.0619389
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.31534000000000006 0.091265000000000013 -0.025214999999999998 0.14122000000000004 0.11177500000000001 0.077845000000000011 1.0000000180025095e-35 0.086920000000000011 -0.42850999999999995 0.080930000000000016 0.089875000000000024 1.0000000180025095e-35 0.089770000000000016 0.034820000000000011 0.085355000000000014 0.11548000000000001 0.15950500000000004 0.122715 0.12656000000000003 0.092065000000000022 -0.030209999999999997 -0.23194499999999998 0.015030000000000002 -0.0019149999999999998 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 22 7 11 23 14 -9 -4 12 26 -7 16 -16 25 -18 24 28 -11 -15 -2 -3 -19 27 -1 -8 -14 -28
right_child=1 5 10 -5 -6 13 8 9 -10 20 -12 -13 19 21 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0007004591939496059 0.00052239177618752179 0.00025660028686865649 0.00052699585776536074 0.00033869771365469935 0.00028007948346298815 0.00021020928474732725 0.00054716423880484498 0.00046004237079887069 0.00037431806300970314 0.00025516203888224689 0.00032734882989456093 0.00067744253819857771 0.00040635787778823228 0.00011968867835022655 0.00056274634599685664 0.00026623355672128642 0.00067667556059199812 0.00040260566990686896 0.00060474030691211734 0.00055715666482714099 0.00039426889865724782 -4.8050240460908464e-05 0.00039182804410608433 0.00016157675832011151 0.00057605533998887409 0.00045221138398210349 0.00058641361829285608 0.00050158934069930816 0.00052599874843982689 0.00052672325002439398
leaf_weight=20 83 80 28 45 74 35 366 39 41 85 83 68 31 35 25 20 40 28 66 359 27 21 29 82 21 49 932 196 41 72
leaf_count=20 83 80 28 45 74 35 366 39 41 85 83 68 31 35 25 20 40 28 66 359 27 21 29 82 21 49 932 196 41 72
internal_value=0 0.0002882 0.000545914 0.000553629 0.000405631 0.000234135 0.000557702 0.00026854 0.000523266 0.000332952 0.00037771 0.000576966 0.00057227 0.000115795 0.000530796 0.000430963 0.000536661 0.000582903 0.000550287 0.000543346 0.000288697 5.67866e-05 0.000488585 0.000208502 0.000476941 0.00052493 0.000584444 0.00053127 0.000474487 0.000582133
internal_weight=0 590 2531 2420 186 404 2375 313 852 151 111 1523 1455 91 811 45 766 155 115 431 112 56 112 162 49 611 1024 562 72 1004
internal_count=3121 590 2531 2420 186 404 2375 313 852 151 111 1523 1455 91 811 45 766 155 115 431 112 56 112 162 49 611 1024 562 72 1004
is_linear=0
shrinkage=0.00196078


Tree=8528
num_leaves=31
num_cat=0
split_feature=1 4 155 157 0 2 3 133 51 49 44 0 1 0 151 0 3 3 52 133 3 401 160 12 2 2 0 475 1451 2
split_gain=0.414833 0.0949752 0.0594912 0.0438256 0.0392537 0.0380546 0.0371989 0.040638 0.0464846 0.0349647 0.0404081 0.0343336 0.0331288 0.05401 0.0514612 0.0404812 0.0363375 0.0332073 0.0292519 0.0349513 0.0284549 0.0347979 0.045807 0.0275872 0.0271334 0.0466214 0.0399251 0.0302966 0.0297084 0.0349614
threshold=0.10293500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.22582000000000002 0.25063000000000007 0.149315 0.085635000000000003 0.11381000000000001 0.11560500000000001 0.081805000000000017 -0.14226499999999997 0.089625000000000024 -0.095504999999999993 -0.083969999999999975 -0.082974999999999979 -0.078084999999999988 0.10732000000000001 -0.11183499999999999 0.088385000000000005 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 0.093965000000000007 0.084055000000000005 0.083935000000000023 -0.14920999999999998 0.068270000000000011 0.085760000000000017 0.13404500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 20 7 8 11 10 12 -5 17 16 -15 -16 -14 24 -11 -20 -3 22 -22 -4 25 26 -1 28 29 -26
right_child=1 5 23 6 -6 -7 -8 -9 -10 18 -12 -13 13 14 15 -17 -18 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.010337608337091903 -0.00073813078517559916 0.0041531029907958721 0.010179986599832774 0.0018657956512249782 0.0017470364907889496 -0.0017986703528246534 0.0020691827176455668 0.0026530403923872557 0.0090283793599034348 0.0060307698078759138 0.010657518880325371 0.0054952549162760175 -0.0005904705543071032 0.0011769900043007164 0.008953675355102558 0.0057656451155303837 0.00423516205456239 0.0024608706801452422 -0.0001176869780149149 0.0046926853807897056 0.0063994765170323461 -0.0021757626836188138 0.0016645855972634964 0.0057313007799878156 0.006127243134086283 0.011630156380124391 0.0065017016485911325 0.0097840650250082435 0.0093512225180997378 0.0022776328240676474
leaf_weight=30 20 67 20 33 21 24 72 74 30 64 20 124 20 21 48 234 71 22 23 44 23 20 183 46 1386 22 284 23 28 24
leaf_count=30 20 67 20 33 21 24 72 74 30 64 20 124 20 21 48 234 71 22 23 44 23 20 183 46 1386 22 284 23 28 24
internal_value=0 0.0033356 0.00432367 0.00380844 0.00605141 0.0020296 0.0040815 0.00463663 0.00542157 0.00608965 0.0061828 0.00473237 0.00614236 0.00531102 0.00595265 0.00630829 0.00317458 0.00632243 0.00450184 0.00304136 0.00234317 0.0018066 0.00219324 0.00707939 0.00636971 0.00717998 0.00686819 0.00618336 0.00612577 0.00606172
internal_weight=0 736 419 353 2385 317 333 261 187 2364 2233 157 2213 394 303 282 91 1819 131 67 293 226 206 66 1797 336 314 1461 1438 1410
internal_count=3121 736 419 353 2385 317 333 261 187 2364 2233 157 2213 394 303 282 91 1819 131 67 293 226 206 66 1797 336 314 1461 1438 1410
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=31
num_cat=0
split_feature=1 1 457 2 9 16 3 3 0 49 16 16 159 51 1446 3 16 157 0 48 0 12 13 43 131 2 0 12 131 14
split_gain=0.336172 0.0832298 0.0726915 0.0576907 0.0385981 0.0374583 0.0351196 0.0415549 0.0335985 0.0322202 0.0306702 0.0516199 0.0891609 0.0428572 0.0393353 0.0377357 0.0371125 0.0391767 0.0332723 0.027482 0.0269155 0.0437716 0.0260996 0.0310918 0.029335 0.0640221 0.0273424 0.0266896 0.0264484 0.0243547
threshold=0.10124500000000002 0.12337000000000002 0.079590000000000008 0.10672500000000001 -0.085744999999999988 0.40020000000000006 0.0022600000000000003 0.11658 0.22582000000000002 -0.0069299999999999995 0.042200000000000008 0.083160000000000026 1.0000000180025095e-35 -0.22411499999999998 0.087090000000000015 0.092670000000000016 0.19444000000000003 -0.027269999999999996 -0.047369999999999995 0.016865000000000002 -0.23091999999999999 -0.089199999999999988 -0.0062949999999999994 -0.050459999999999998 0.091760000000000022 0.25063000000000007 -0.030209999999999997 -0.10022999999999999 0.10441000000000002 0.062655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -5 -8 10 -6 13 12 -12 -1 16 29 -13 18 -18 -17 -4 -22 24 26 25 27 -24 -3 -26 -15
right_child=1 22 20 5 9 -7 7 -9 -10 -11 11 14 -14 15 -16 19 17 -19 -20 -21 21 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.010066768323833292 0.0014115460962057114 0.0037467598224118835 0.0040828033904766756 0.0012322062539169565 0.008868313820637538 0.0061597841308685024 0.0078166467751461001 0.0026169744881746528 0.0013841633871197702 0.0054210742255349949 0.0044491602934628605 0.0074964938368648291 -0.0031383009671810125 0.0056278628479107234 0.0013397760359415165 0.00046688777268476164 0.0052475959436931452 0.0042089430972694908 0.0094017474161040403 0.0052524535063033307 0.0034639932930336467 -0.0023426946170408938 0.0031227897808501692 0.0046103302245943008 0.0055306939796234168 -0.0047651510197846665 -0.0016834118892438709 0.00035403165862273614 0.00067120449440110296 0.0075570747766452026
leaf_weight=22 20 31 21 90 33 35 22 51 20 152 59 75 21 1736 24 24 51 193 31 24 21 34 29 56 24 21 20 92 21 68
leaf_count=22 20 31 21 90 33 35 22 51 20 152 59 75 21 1736 24 24 51 193 31 24 21 34 29 56 24 21 20 92 21 68
internal_value=0 0.00306106 0.00387399 0.00440896 0.00558482 0.00319153 0.00255417 0.004184 0.00546536 0.00603599 0.00550042 0.00476299 0.00245745 0.00567907 0.00525615 0.00562695 0.0055247 0.00498694 0.00681807 0.00285967 0.00103725 -0.000125596 0.00173658 0.00300068 0.00103431 0.000337863 0.00116107 0.00120911 0.00326293 0.00570058
internal_weight=0 773 479 403 205 198 163 73 2348 185 2328 454 80 1874 374 1852 350 275 82 48 76 55 294 105 189 144 49 123 45 1804
internal_count=3121 773 479 403 205 198 163 73 2348 185 2328 454 80 1874 374 1852 350 275 82 48 76 55 294 105 189 144 49 123 45 1804
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=31
num_cat=0
split_feature=4 2 3 149 123 44 4 3 49 15 0 48 48 10 0 16 12 1 1212 16 13 13 42 1208 43 50 42 43 2 1
split_gain=0.276119 0.0912567 0.0721767 0.0548031 0.0516066 0.0448023 0.0323518 0.040525 0.0601844 0.0603872 0.041934 0.0319237 0.0369675 0.0305484 0.0269404 0.0261508 0.033884 0.0255014 0.0246981 0.0472052 0.0322432 0.0643866 0.0246876 0.030388 0.0284135 0.0245328 0.0244024 0.0232571 0.0256442 0.085169
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 1.0000000180025095e-35 0.081805000000000017 -0.082249999999999976 0.092670000000000016 -0.061079999999999988 -0.016799999999999995 -0.019414999999999998 0.092475000000000016 0.078735000000000013 -0.079859999999999987 -0.068944999999999992 -0.088704999999999992 0.086210000000000023 0.11910500000000002 0.087685000000000013 -0.076354999999999992 -0.085744999999999988 -0.081659999999999996 0.11457500000000002 0.099975000000000008 -0.03898999999999999 0.10672000000000002 0.10705500000000003 -0.23229999999999998 0.087625000000000022 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 5 6 11 10 -9 -10 22 12 15 -2 -6 16 -1 -15 20 -20 -17 -22 26 24 -24 -23 27 -8 -29 -30
right_child=3 -3 -4 -5 14 -7 7 8 9 -11 -12 -13 -14 17 -16 18 -18 -19 19 -21 21 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0093386341183519881 -0.0012469232942049322 -0.00050899120414573133 0.0014888270448248546 0.0059892620134633038 0.0041680620639411694 0.0083748426214840851 0.006858261564223634 0.0064594663481164554 0.0039798790332861251 -0.0036123747937381271 0.00054288807770480282 0.0024196932150516662 0.0095065657146430269 0.0027555685835206093 0.0014071458327695535 0.0025075307327576662 0.0055577285398843712 0.00085854980682960281 0.005101584063457518 -0.00033861394040286542 0.011150200877870832 0.0056552402809994309 0.00036678202202036872 0.0061515000403077084 0.0038518034044342738 0.0021411363368055653 0.0074591394379048756 0.0052343275685997987 0.004629255598767589 -0.00064472551675862641
leaf_weight=38 39 33 65 28 86 38 58 22 20 22 23 32 24 132 60 33 63 153 58 22 21 368 34 35 75 21 38 738 710 32
leaf_count=38 39 33 65 28 86 38 58 22 20 22 23 32 24 132 60 33 63 153 58 22 21 368 34 35 75 21 38 738 710 32
internal_value=0 0.00471824 0.00478129 0.00174478 0.00486141 0.00496711 0.00491504 0.00469379 0.0022224 2.98417e-06 0.00478454 0.00550299 0.00565525 0.00137797 0.00303344 0.00550712 0.00698025 0.00173717 0.00522263 0.00360553 0.00551466 0.0057567 0.00484126 0.00358791 0.00276473 0.00546553 0.00495577 0.00489392 0.00481694 0.00440181
internal_weight=0 2769 2736 352 2671 2525 2487 1807 64 42 1743 680 648 324 146 624 101 285 523 80 443 410 1720 144 109 389 1576 1538 1480 742
internal_count=3121 2769 2736 352 2671 2525 2487 1807 64 42 1743 680 648 324 146 624 101 285 523 80 443 410 1720 144 109 389 1576 1538 1480 742
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 15 4 47 2 4 0 4 15 1 3 2 4 1 14 48 131 15 3 0 3 16 0
split_gain=14.5043 1.76898 1.65362 1.04655 0.914266 0.603639 0.564291 0.524195 0.35777 0.335756 0.315802 0.288313 0.291401 0.263375 0.249783 0.277295 0.195298 0.194366 0.183633 0.168088 0.163292 0.154574 0.15091 0.136468 0.167365 0.180845 0.13396 0.124365 0.144228 0.122492
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.12958500000000003 0.40124500000000002 0.024640000000000006 0.033845000000000007 0.081320000000000017 0.14285500000000004 0.27834500000000006 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 0.10089500000000001 -0.065819999999999976 0.099185000000000009 -0.0070899999999999991 0.14089500000000002 0.076175000000000007 0.016865000000000002 0.082750000000000004 -0.41396999999999995 0.12178000000000001 -0.050064999999999991 -0.13927999999999999 -0.073404999999999984 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 13 21 11 19 10 17 16 12 22 -1 18 -16 -6 27 -15 -5 -8 29 -3 24 -13 -26 -19 -7 -29 -4
right_child=1 6 5 7 8 9 20 -9 -10 -11 -12 23 -14 14 15 -17 -18 26 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00092812567789924338 0.00041110910815651537 0.00054080453288613581 0.00065829179949041243 0.00080622139324109375 0.00054186491161641297 0.00082889560413112063 0.00057739015187541719 0.00042028945994747899 0.00078667990592013555 0.00064799281646866081 0.0006717232263071122 0.00023678065924298325 0.00024982238127201902 0.00085051493216334068 0.00069920502822188766 0.00046787584266782932 0.00040568885070825712 0.00071679903591758516 0.0006294320713655622 0.00063569968828750532 0.00034708867433900928 0.00090474866057499187 0.00031229174609168195 0.0003150065016804957 0.00018517116554432316 -6.6501487805512041e-05 0.00057019158510790337 0.00077925297250480642 0.00071883853565261554 0.00079202020471652828
leaf_weight=22 178 25 27 46 88 79 29 29 21 171 41 34 102 52 76 27 75 68 20 43 20 46 20 20 21 23 37 278 335 1068
leaf_count=22 178 25 27 46 88 79 29 29 21 171 41 34 102 52 76 27 75 68 20 43 20 46 20 20 21 23 37 278 335 1068
internal_value=0 0.000399035 0.000740427 0.000506037 0.000628384 0.000762846 0.000291305 0.000649234 0.000542985 0.000726831 0.000517899 0.000252888 0.000307808 0.000725921 0.000700501 0.000638565 0.000479207 0.000743746 0.000789103 0.000723835 0.00048339 0.0007934 0.000439243 0.000170507 0.000133456 5.3615e-05 0.000665137 0.000755673 0.000746237 0.000788723
internal_weight=0 590 2531 296 422 2109 294 118 225 968 204 245 147 197 175 103 163 797 72 89 49 1141 45 98 78 44 105 692 613 1095
internal_count=3121 590 2531 296 422 2109 294 118 225 968 204 245 147 197 175 103 163 797 72 89 49 1141 45 98 78 44 105 692 613 1095
is_linear=0
shrinkage=0.00196078


Tree=8532
num_leaves=31
num_cat=0
split_feature=1 4 3 123 1 2 159 4 1 4 42 16 14 0 0 15 1 4 12 2 2 15 13 50 43 0 52 157 447 130
split_gain=10.1926 1.67901 1.10561 0.957725 0.579589 0.518146 0.395551 0.386739 0.23404 0.224001 0.219894 0.207473 0.19109 0.218054 0.194879 0.182274 0.172331 0.139147 0.157263 0.124209 0.264991 0.149092 0.139794 0.12088 0.134446 0.0901141 0.0861843 0.0843462 0.0842644 0.0813192
threshold=0.104035 0.27287000000000006 -0.069009999999999974 1.0000000180025095e-35 0.12958500000000003 0.13247500000000004 0.082585000000000006 0.042705000000000007 0.077845000000000011 0.27834500000000006 -1.0000000180025095e-35 -0.44310499999999992 0.062655000000000016 -0.11173999999999999 -0.07929499999999999 -0.098289999999999975 0.15471500000000002 -0.42529999999999996 0.08401500000000002 -0.0050599999999999994 0.11177500000000001 -0.0088349999999999974 -1.0000000180025095e-35 0.083640000000000006 -0.032879999999999993 -0.033209999999999996 -0.52606999999999993 -0.23976499999999998 0.09227500000000001 0.10367000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 26 5 28 7 10 12 -5 11 -4 -9 13 15 27 -1 -6 23 -19 -12 -21 22 -22 24 -16 -7 -2 -15 -3 -13
right_child=1 4 6 8 16 25 -8 9 -10 -11 19 29 -14 14 17 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068013246458375727 0.00063312520899501694 0.00033232362660543939 0.00055897392326935023 0.00056402716910889164 0.00018077137658940054 0.00051736406056709537 0.00021068740204320649 0.00065211323284215816 0.00035056512901504415 0.00036126131361181082 0.00025310212905901017 0.00054588034626341865 0.00072349366460832721 0.00053572279110972914 0.00048590296194614733 0.00047239019369952744 2.4547408274909693e-05 0.00044677094975140066 0.00059539158197646118 0.00050050448547505916 0.00029381290965198786 0.00017698872721398358 0.00050156233857349291 0.00079389345579120626 0.00066215957546852727 0.00034989248060323053 0.00052987549105936273 0.00064659320519657143 0.00019887235877821507 0.00041357605188500646
leaf_weight=22 49 136 26 28 121 21 62 78 67 22 31 167 78 27 20 62 35 29 488 51 33 21 20 21 99 30 85 1151 21 20
leaf_count=22 49 136 26 28 121 21 62 78 67 22 31 167 78 27 20 62 35 29 488 51 33 21 20 21 99 30 85 1151 21 20
internal_value=0 0.000336583 0.000424535 0.000606468 0.000230367 0.000614319 0.000345949 0.000618684 0.00041348 0.00055138 0.000392028 0.000567164 0.000628357 0.00062449 0.000628962 0.000526799 0.000145721 0.000601904 0.000587055 0.000364203 0.000391757 0.000316809 0.000372209 0.00065674 0.000632537 0.000418851 0.000567631 0.000644052 0.000314473 0.00053173
internal_weight=0 691 378 2430 313 2335 244 2284 95 287 182 265 1997 1919 1835 84 156 657 517 156 125 74 53 140 119 51 134 1178 157 187
internal_count=3121 691 378 2430 313 2335 244 2284 95 287 182 265 1997 1919 1835 84 156 657 517 156 125 74 53 140 119 51 134 1178 157 187
is_linear=0
shrinkage=0.00196078


Tree=8533
num_leaves=31
num_cat=0
split_feature=1 4 457 3 1 40 14 16 1 151 44 124 1 159 2 2 12 14 0 157 16 159 4 376 16 4 3 16 1 4
split_gain=0.329202 0.081348 0.0655114 0.0468751 0.0368729 0.0332982 0.0295051 0.0440956 0.0425696 0.0296104 0.0279255 0.0293989 0.0265599 0.0259936 0.0315056 0.0271198 0.0255385 0.0277736 0.0292771 0.0405173 0.0856848 0.0468356 0.0310171 0.0249783 0.024918 0.0413919 0.0555737 0.0466247 0.043622 0.0245126
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.07793499999999999 0.15471500000000002 0.051255000000000002 -0.45687499999999998 -0.42170999999999997 0.13559000000000002 0.050660000000000004 0.081805000000000017 -0.076779999999999987 0.11323000000000001 -0.40873999999999994 0.14753000000000002 -0.0050599999999999994 0.11734000000000001 0.062655000000000016 -0.10096999999999999 -0.025309999999999996 -0.042349999999999992 0.085035000000000013 -0.0019149999999999998 0.084545000000000009 0.0065250000000000004 -0.42529999999999996 -0.11171999999999999 0.19444000000000003 0.081670000000000006 0.51303500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 10 29 9 -9 12 11 23 -8 -5 15 -15 17 18 19 -13 21 22 -21 -1 -20 27 -27 -26 -29 -3
right_child=1 4 -4 13 -6 -7 7 8 -10 -11 -12 16 -14 14 -16 -17 -18 -19 24 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.002205987248987872 0.0060088594866101637 0.005604077977832498 0.00096569040204427911 0.0068807668174090597 -0.0011885028438389004 0.0014062064979225399 0.0038678795744393336 -0.0039200120023451749 0.0017735403504800695 0.0056035563770609987 0.0091341612372724795 0.00010789789259433747 0.00099672892155263531 0.0011182177871946366 0.00058975666495306156 0.0043329158458996252 0.0037455216697235777 0.0074155346197248605 0.0058495341914964073 -0.00023128050379455091 0.011023402921855449 0.0077957524610350708 0.0039597043744498146 0.0062007014010147113 0.010014823656529189 -0.0001208313163369894 0.0047897026433226641 0.0017146845631625341 0.0068612474478492204 0.0014027255195071036
leaf_weight=49 128 41 63 23 35 20 48 24 29 26 21 20 98 31 35 171 77 81 1446 21 20 28 111 23 30 25 295 23 58 21
leaf_count=49 128 41 63 23 35 20 48 24 29 26 21 20 98 31 35 171 77 81 1446 21 20 28 111 23 30 25 295 23 58 21
internal_value=0 0.00308988 0.00395669 0.00444234 0.00187581 0.00546912 0.0022495 0.00171726 -0.000804672 0.00249436 0.00550403 0.00547098 0.00194067 0.00367112 0.00335964 0.00383957 0.00553505 0.00559891 0.00552806 0.00437789 0.00485233 0.00408095 0.00329296 0.00348208 0.00565061 0.00498324 0.00440607 0.00664716 0.00539988 0.00418104
internal_weight=0 773 451 388 322 2348 287 225 53 172 2328 2307 146 260 237 202 2235 2158 2077 200 180 160 132 72 1877 431 320 111 81 62
internal_count=3121 773 451 388 322 2348 287 225 53 172 2328 2307 146 260 237 202 2235 2158 2077 200 180 160 132 72 1877 431 320 111 81 62
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 1 2 2 2 14 4 1 2 49 4 1 50 1 40 1 1 2 1429 2 52 16 16 12 1
split_gain=11.6594 1.87181 0.941296 0.804785 0.582825 0.56828 0.444591 0.391542 0.431804 0.315775 0.313951 0.294964 0.226837 0.346662 0.173588 0.145039 0.17922 0.135998 0.12137 0.100447 0.0994518 0.0946756 0.0925743 0.176702 0.0883195 0.083641 0.0828841 0.0874028 0.0814839 0.0766094
threshold=0.104035 -0.059315 -0.080389999999999989 0.27834500000000006 0.14753000000000002 0.095545000000000005 0.092845000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 0.14285500000000004 0.062655000000000016 -0.062539999999999984 0.086920000000000011 0.089775000000000008 -0.054984999999999992 -0.013125 0.093100000000000002 0.041865000000000006 0.13436000000000001 -0.077714999999999992 0.13075500000000004 0.075045000000000014 0.08647500000000001 0.083985000000000018 -1.0000000180025095e-35 -0.24164999999999998 -0.36241499999999999 -0.5335399999999999 0.090285000000000018 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 7 10 -1 19 -9 15 12 -10 22 24 -2 21 28 -6 26 -3 -5 -7 23 -4 -14 -23 27 -13 -17 -16
right_child=1 4 5 20 17 9 -8 8 11 -11 -12 18 13 -15 29 16 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058636897535738989 0.00040479642346659612 0.00025215719383199064 0.00067963304823865907 0.00036127586911600989 8.2230613855690716e-05 0.00059242525965618744 0.00031571048214061169 0.00055430607249339428 0.00048210191034407348 0.00040343978660918172 0.00077207803364058147 0.0002800636537037516 0.00052000117637338787 0.00035443521590849492 0.00060806357561218882 0.0006281486481445333 0.00041002800828150287 0.00025458208194759953 0.00016154698967428427 0.000125901783081502 0.00021227971700878411 0.00062144070558263226 0.0006378017902567007 0.0005039133109273 0.00062169959991018845 0.00074405621622456884 0.00025992099188358375 0.00041766935646408748 0.00054741895386600879 0.00047843223150704757
leaf_weight=40 24 47 507 61 75 198 56 30 31 39 71 36 36 21 106 68 30 23 30 50 24 55 714 23 373 35 98 35 164 21
leaf_count=40 24 47 507 61 75 198 56 30 31 39 71 36 36 21 106 68 30 23 30 50 24 55 714 23 373 35 98 35 164 21
internal_value=0 0.000330119 0.00061877 0.00047182 0.000256622 0.000626597 0.000428485 0.00029339 0.000333053 0.000573934 0.000644372 0.000304194 0.000638956 0.000600133 0.000557728 0.000586024 0.00055264 0.00012268 0.000276479 0.000187077 0.000319206 0.000616394 0.000652375 0.000672007 0.000612748 0.000669125 0.000296882 0.000347897 0.000571081 0.000586628
internal_weight=0 691 2430 236 455 2334 96 357 260 589 1745 230 1674 430 151 550 262 98 199 97 85 288 1244 530 409 90 169 71 232 127
internal_count=3121 691 2430 236 455 2334 96 357 260 589 1745 230 1674 430 151 550 262 98 199 97 85 288 1244 530 409 90 169 71 232 127
is_linear=0
shrinkage=0.00196078


Tree=8535
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 2 2 2 14 1 4 1 47 1447 159 457 1 3 1 0 4 52 52 1212 4 15 0
split_gain=11.184 1.80297 1.14413 0.979812 0.686473 0.623834 0.392349 0.362247 0.341337 0.319384 0.271985 0.270492 0.258168 0.199214 0.164738 0.148837 0.129717 0.114553 0.128519 0.251999 0.111364 0.104849 0.103579 0.0979648 0.0909421 0.0931259 0.106704 0.0899081 0.0834467 0.0823185
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.13082500000000002 0.089885000000000007 0.10699500000000002 0.14285500000000004 0.062655000000000016 0.077845000000000011 0.27834500000000006 0.090540000000000023 0.090100000000000013 -0.082869999999999985 0.082585000000000006 0.032140000000000009 0.084525000000000003 -0.017889999999999996 0.085110000000000005 -0.072894999999999988 0.052250000000000012 0.40674500000000008 -0.0080349999999999987 0.041590000000000009 -0.0070899999999999991 1.0000000180025095e-35 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 8 10 11 27 13 14 -5 -4 24 -3 -10 18 23 -20 -15 22 -19 -18 25 26 28 -6 -1 -7
right_child=1 2 7 12 9 29 -8 -9 16 -11 -12 -13 -14 20 -16 -17 17 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065860181235839895 0.0006469867069315645 0.00031973475303474883 0.0003769089752277233 0.00060931980604676307 0.00071436491520965794 0.00049761058145266184 0.00041156507802068016 0.00041865988503207019 0.00073487637103661319 0.00035291745144124469 0.00012363154552899085 0.00080759604880880308 0.00038608405556456713 0.00030582838900530053 0.00062598377898508389 0.00046234019189205329 0.00063233736579619614 0.00068955793136767302 0.00067333407407882168 0.00037532143878409626 0.0001673375015200557 0.00080335979201212647 0.0005560516707886629 0.00057403116082610864 0.00057193919786719045 0.00069837437329046861 0.00055338480663101228 0.00056046680341012773 0.00075310738155968384 0.00032184013147272317
leaf_weight=290 74 191 39 28 20 21 25 34 42 27 99 59 69 33 245 33 531 80 20 24 69 21 31 140 28 700 33 54 41 20
leaf_count=290 74 191 39 28 20 21 25 34 42 27 99 59 69 33 245 33 531 80 20 24 69 21 31 140 28 700 33 54 41 20
internal_value=0 0.000358242 0.000322571 0.000643647 0.000401255 0.000651615 0.00065587 0.000229241 0.000658543 0.000535458 0.000202407 0.000677668 0.000450523 0.000257717 0.000671934 0.000340744 0.000628512 0.000623238 0.00061344 0.000510782 0.000212143 0.000676309 0.000652272 0.000620172 0.000682244 0.000685146 0.000659708 0.000602061 0.000670308 0.000411869
internal_weight=0 673 599 2448 325 2351 2310 274 2285 101 240 1396 97 141 1337 224 889 847 715 44 102 132 111 671 1092 1064 364 74 331 41
internal_count=3121 673 599 2448 325 2351 2310 274 2285 101 240 1396 97 141 1337 224 889 847 715 44 102 132 111 671 1092 1064 364 74 331 41
is_linear=0
shrinkage=0.00196078


Tree=8536
num_leaves=31
num_cat=0
split_feature=1 4 457 3 1 2 4 50 52 150 157 0 0 3 159 49 159 14 4 16 1 12 2 48 1 15 39 0 12 48
split_gain=0.376638 0.0874382 0.0626471 0.0510589 0.0358162 0.0347841 0.0336574 0.0457378 0.0375349 0.0656136 0.0543447 0.0479366 0.0402415 0.0307383 0.027526 0.0302172 0.0290635 0.0271471 0.0408553 0.037319 0.0258964 0.0257506 0.0248469 0.0242085 0.0239564 0.0235783 0.0227054 0.0224718 0.0449294 0.0406133
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 -0.07793499999999999 0.15471500000000002 0.15109000000000003 0.0061450000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.09487000000000001 -0.029304999999999998 -0.11242999999999999 -0.066689999999999985 0.10542000000000001 0.082585000000000006 0.14321000000000003 0.10497500000000001 -0.10708499999999999 0.50822500000000004 -0.4179199999999999 0.11392000000000001 0.11903500000000002 -1.0000000180025095e-35 0.085485000000000019 0.11181500000000001 -0.46471999999999997 0.11402500000000002 -0.086074999999999985 -0.083994999999999986 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 17 6 7 -1 9 10 -8 -12 -10 21 15 22 -16 18 -3 20 24 27 -5 -4 -19 -20 -24 -9 -29 -30
right_child=1 4 23 14 -6 -7 8 13 12 -11 11 -13 -14 -15 16 -17 -18 19 25 -21 -22 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=0.010413642910619577 0.0063287288475748944 0.0070640329770477756 -0.0012911177463019673 0.0019621143932454289 -0.00095857612589108103 0.001813468314884674 -0.00011327110929414629 0.0066080126080044505 0.0067852864560680589 -0.0004884839496718576 0.008650179398763511 0.0045893497692979261 0.0021075037130642506 0.002995310644054729 0.000505948687403849 0.0013484089911259987 0.0051557253929786391 0.0025519123542471788 0.0044800398077953748 -0.0018096995316445831 0.0014501138123628385 0.0029490443739072923 0.0059203948531148859 0.0027804358815046726 0.0067228684734020917 0.00033835443776167399 0.0022973336011637003 0.0013909337735226886 0.0060825433285596128 0.0033699352430693547
leaf_weight=24 128 28 23 24 35 21 20 621 148 26 36 151 21 33 41 27 20 40 27 25 118 26 128 40 21 28 20 22 1141 58
leaf_count=24 128 28 23 24 35 21 20 621 148 26 36 151 21 33 41 27 20 40 27 25 118 26 128 40 21 28 20 22 1141 58
internal_value=0 0.0033202 0.00421887 0.00469379 0.00206151 0.0058651 0.00590167 0.00607546 0.00506943 0.00424649 0.00484122 0.00537111 0.00620402 0.00602069 0.0038889 0.00445857 0.00203047 0.00242981 0.00395455 0.00180945 0.00231492 0.00607414 0.00494679 0.001294 0.00398782 0.00237155 0.00543079 0.00611825 0.00586916 0.00595132
internal_weight=0 773 451 388 322 2348 2327 1925 402 233 207 187 169 1901 260 199 61 287 83 204 179 1868 172 63 61 55 148 1842 1221 1199
internal_count=3121 773 451 388 322 2348 2327 1925 402 233 207 187 169 1901 260 199 61 287 83 204 179 1868 172 63 61 55 148 1842 1221 1199
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 42 13 14 41 13 0 11 10 51 12 15 39 16 160 2 43 16 15 15 4 12 1212 1212 151 40
split_gain=0.305077 0.0739046 0.0609848 0.0689205 0.0630978 0.03204 0.0370852 0.0360551 0.0334724 0.0309092 0.0302248 0.0271771 0.0324609 0.0297958 0.0266618 0.0317992 0.0273935 0.0265882 0.0391598 0.0682088 0.0256408 0.0474993 0.0325596 0.0692975 0.0701582 0.0361915 0.0306031 0.0390556 0.0282568 0.0253989
threshold=0.10124500000000002 -0.39518999999999993 0.10252500000000002 -1.0000000180025095e-35 -0.13309499999999996 -0.019989999999999997 -0.011914999999999999 -0.10708499999999999 0.082735000000000017 -0.0075049999999999987 0.18019500000000002 0.080455000000000013 -0.015579999999999998 -1.0000000180025095e-35 -0.081419999999999979 -0.30407999999999996 0.088895000000000016 0.013515000000000001 -0.081399999999999986 0.087015000000000023 -0.00045499999999999995 -0.0019699999999999995 0.084510000000000016 -0.0072999999999999992 -0.083854999999999985 0.080890000000000017 -0.030914999999999995 -0.088009999999999991 -0.090369999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 -4 8 -8 14 29 11 12 -1 -13 15 -7 -17 20 19 -19 26 22 23 28 -25 -24 27 -14 -22 -6
right_child=1 2 5 -5 9 6 7 -9 -10 -11 -12 13 17 -15 -16 16 -18 18 -20 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012473193835467102 0.0059068952517685458 0.0061900552988437751 -0.0010279873953134354 0.0051565251786450973 0.0033569580167987509 -0.00023149054384592811 0.0065174384541543465 0.0025817688036772449 0.0045054208366545265 -0.0024144293422895401 0.0020127285238621491 0.0098646572409456391 0.0063646560991057078 0.0056067558690085124 -0.00037152537742240013 0.0066082965803798289 0.0015972386676973355 -0.0023329615105120911 0.005007593242473434 0.0044788349633656296 0.0081932739447802307 0.0096792766451835634 0.0094005386877272813 0.0040387163975868718 -0.0041447543632239106 0.0050952044342436817 0.0055766087361905844 0.011250930738502316 0.0042105715435806759 -0.00021771929226815703
leaf_weight=20 78 29 35 160 46 33 28 138 27 22 28 27 74 42 98 20 24 21 383 49 20 20 21 22 20 278 1139 21 163 35
leaf_count=20 78 29 35 160 46 33 28 138 27 22 28 27 74 42 98 20 24 21 383 49 20 20 21 22 20 278 1139 21 163 35
internal_value=0 0.00298818 0.00266062 0.00376109 0.00206965 0.00186325 0.00213823 0.00324562 0.0012282 0.000909538 0.00527859 0.00531801 0.00525808 0.00727289 0.000722577 0.00211507 0.00387499 0.00529404 0.00461011 0.0024353 0.00546829 0.00489634 0.00471379 0.00380509 0.000141826 0.00539759 0.00572043 0.00744478 0.00464584 0.00181234
internal_weight=0 773 695 292 132 403 368 166 202 103 2348 2320 2251 69 175 77 44 2231 453 70 1778 544 524 225 42 299 1234 95 183 81
internal_count=3121 773 695 292 132 403 368 166 202 103 2348 2320 2251 69 175 77 44 2231 453 70 1778 544 524 225 42 299 1234 95 183 81
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 4 44 1 0 1 0 10 52 4 16 1 0 394 4 15 474 42 159 0 2 4 49 43
split_gain=10.515 1.62309 0.828224 0.717625 0.598302 0.563704 0.39592 0.366063 0.325126 0.285092 0.259605 0.237731 0.237013 0.236259 0.197936 0.245271 0.151257 0.139974 0.127202 0.123143 0.118133 0.116427 0.194107 0.114558 0.113677 0.131563 0.203156 0.107729 0.107442 0.100651
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14262000000000002 0.13501500000000002 0.062655000000000016 0.0061450000000000003 0.083555000000000018 0.11690500000000002 -0.11173999999999999 0.077845000000000011 -0.079119999999999982 -0.062879999999999978 0.039215000000000007 0.24564500000000003 -0.12029499999999999 0.122715 -0.15599999999999997 -0.079154999999999989 -0.49013999999999996 0.050935000000000008 0.10008000000000002 0.087075000000000014 0.082585000000000006 -0.13843999999999998 -1.0000000180025095e-35 0.40124500000000002 -0.054984999999999992 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 8 6 7 10 9 24 18 -4 -12 -6 15 16 -9 -2 -1 -14 -21 22 23 -22 25 28 -27 -15 -3 -13
right_child=1 4 11 -5 13 -7 -8 14 -10 -11 12 29 19 27 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00058476489412692169 0.0005966013026214497 0.00044729804475409615 0.00060080401938544272 0.00034225976689704698 -4.0490894096757413e-05 0.00042554958376522155 0.00077237594454444033 0.00065883561676623778 0.00056590881929093723 0.00025167222454907723 0.00066732367653049595 0.00043524102924463894 0.00046847810932234218 0.00029850840249309182 0.00064291041989634242 0.00037287899103219147 0.00053778649971201607 0.00044504894526767281 0.00039858950417659254 0.0006801934175906572 0.00049300971691257128 0.00063344140689337576 0.00070666804014905989 0.00061129091767703789 0.00027114369790430179 0.00033598907570787928 0.0005920051797932269 0.00014480791295257709 0.00029671384322593405 0.00026916301211196128
leaf_weight=43 122 27 28 85 20 48 84 53 20 169 1160 47 20 27 120 28 158 29 21 119 85 314 32 50 38 22 26 50 56 20
leaf_count=43 122 27 28 85 20 48 84 53 20 169 1160 47 20 27 120 28 158 29 21 119 85 314 32 50 38 22 26 50 56 20
internal_value=0 0.000354422 0.000628541 0.000486372 0.000285981 0.000635842 0.000640256 0.000635218 0.000322992 0.000308618 0.000646371 0.000449075 0.000650782 0.000149385 0.000577934 0.00054531 0.000568192 0.000567495 0.000523676 0.000619834 0.000624879 0.000611194 0.000569364 0.000536818 0.000365564 0.000392954 0.000474664 0.000198703 0.000345699 0.000385666
internal_weight=0 691 2430 236 455 2335 2287 2203 358 338 1844 95 1780 97 359 239 211 151 64 620 600 481 167 135 169 131 48 77 83 67
internal_count=3121 691 2430 236 455 2335 2287 2203 358 338 1844 95 1780 97 359 239 211 151 64 620 600 481 167 135 169 131 48 77 83 67
is_linear=0
shrinkage=0.00196078


Tree=8539
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 1 2 4 1 150 50 12 4 4 1 1 4 2 15 0 4 1 43 1
split_gain=12.0063 1.88516 1.09269 0.898099 0.640506 0.620658 0.475687 0.445565 0.361015 0.312523 0.290957 0.216461 0.251682 0.167873 0.159717 0.15443 0.12612 0.124477 0.113329 0.110062 0.102612 0.0945751 0.0916073 0.0898627 0.0889281 0.163307 0.0920291 0.0868428 0.0865025 0.0749899
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.077845000000000011 0.062655000000000016 0.089625000000000024 0.090425000000000019 -0.15289999999999995 0.122715 1.0000000180025095e-35 0.041865000000000006 0.08815000000000002 0.053180000000000012 -0.50940999999999981 0.13075500000000004 0.12408500000000001 -0.036839999999999991 -0.0091949999999999983 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 0.12000500000000001 -0.080324999999999994 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 27 -8 15 -4 11 17 23 -9 22 18 -6 19 29 -1 -5 -15 -2 -13 -21 26 -26 -3 -11 -7
right_child=1 4 9 20 16 8 7 13 -10 28 -12 12 -14 21 -16 -17 -18 -19 -20 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0008429054332816082 0.00070379753089418607 0.00030849974705941146 0.00063541762071664257 0.00039613332848971574 0.000129060490054724 0.00063757767186277587 0.00054114144606571223 0.00050817176772683271 0.00043400736669963022 0.00043415805610383498 0.00080797149577746085 0.00053545777882049966 0.00044027197722614348 0.00034551963769019185 0.00047786782915685693 0.00049070224838538299 0.0002851191528147117 0.00067244708007238195 0.000584690624305209 0.00082311072916376826 0.00024443291762259368 0.00023764095496974126 0.00059216208671687416 0.00066306007773012533 0.0005452105829298066 0.00070987173774768146 0.00070030308188566187 0.00018126678448348885 0.0002811353944935927 0.00070785486701397077
leaf_weight=23 50 30 28 60 85 209 54 20 41 49 76 23 23 122 29 30 26 603 116 24 24 42 65 274 38 766 24 66 20 81
leaf_count=23 50 30 28 60 85 209 54 20 41 49 76 23 23 122 29 30 26 603 116 24 24 42 65 274 38 766 24 66 20 81
internal_value=0 0.000368936 0.000664648 0.000513917 0.000294654 0.000673062 0.000337539 0.000384535 0.000609915 0.000460703 0.000689136 0.000684113 0.000637876 0.000338575 0.000607907 0.000626457 0.000165615 0.000694123 0.000636488 0.000709061 0.00035279 0.000317892 0.000640699 0.000653178 0.000705448 0.000702037 0.000605246 0.000221027 0.000389804 0.000657207
internal_weight=0 673 2448 228 445 2351 334 238 477 97 1874 1798 320 184 144 436 111 1478 406 875 84 164 115 297 852 828 62 96 69 290
internal_count=3121 673 2448 228 445 2351 334 238 477 97 1874 1798 320 184 144 436 111 1478 406 875 84 164 115 297 852 828 62 96 69 290
is_linear=0
shrinkage=0.00196078


Tree=8540
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 4 14 1 2 2 2 2 52 49 1 4 1 16 1 13 0 475 52 13 39 52 4 475
split_gain=10.7731 1.66334 0.978507 0.740028 0.638129 0.614404 0.423015 0.386635 0.356102 0.307727 0.272609 0.270912 0.265975 0.371746 0.17696 0.170826 0.159768 0.126086 0.163302 0.116728 0.101826 0.114583 0.100589 0.0996603 0.107671 0.094693 0.0932516 0.0927936 0.0900824 0.0880726
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 -0.35136499999999998 0.062655000000000016 0.092845000000000025 0.091265000000000013 0.14960000000000004 -1.0000000180025095e-35 0.10497000000000002 0.048770000000000008 -0.054984999999999992 0.086920000000000011 -0.013514999999999998 0.086920000000000011 0.11346000000000002 0.13075500000000004 0.05868000000000001 0.18019500000000002 -0.088274999999999978 0.31359500000000001 -0.47860499999999995 0.095830000000000012 -0.088204999999999992 0.0067750000000000006 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 8 -3 10 -4 16 12 -9 -14 25 -2 23 22 -19 -7 21 -5 -12 -1 29 -6 -15 -10 -18 -25
right_child=1 4 9 20 14 19 -8 11 27 -11 17 -13 13 26 -16 -17 28 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00055992665175335634 0.00041148847942411239 0.0005257144550872005 0.00057264264864490715 0.00044318444842340036 0.0001300382643132357 0.00032445613412835478 0.00037858247698179681 0.00020306540530987596 0.00067476317427543619 0.00034527860587961923 0.00063490430199034749 0.00014196211213072507 0.00052032266949973488 0.00032989441497188396 0.00024061860721300528 0.00059583341499681581 0.00062869503242325969 0.00058941303373589537 0.00042763188780534051 0.00051851812119258704 0.00022686808080917676 0.00026537159427920764 0.00049236263422405022 0.00075358888164795692 0.00055944641156180093 -3.1830746265055209e-05 0.00021323250896553052 0.00081141183090184922 0.00053487431860713369 0.00066741653790538548
leaf_weight=34 23 30 37 38 33 26 24 64 29 60 394 40 39 149 34 121 372 310 26 22 24 22 20 48 34 24 32 56 44 912
leaf_count=34 23 30 37 38 33 26 24 64 29 60 394 40 39 149 34 121 372 310 26 22 24 22 20 48 34 24 32 56 44 912
internal_value=0 0.000344887 0.000625 0.000481071 0.000275112 0.000632963 0.000637539 0.000312758 0.000640266 0.000432005 0.000635442 0.00029304 0.000314319 0.000346683 0.000128663 0.000566389 0.000651194 0.000605115 0.000576894 0.000413401 0.00033481 0.000377986 0.000628018 0.000664314 0.000667885 6.18829e-05 0.000309269 0.000764791 0.000618772 0.000671725
internal_weight=0 673 2448 228 445 2351 2303 354 2279 97 2194 324 284 220 91 144 1444 750 336 48 84 60 414 1028 994 57 181 85 416 960
internal_count=3121 673 2448 228 445 2351 2303 354 2279 97 2194 324 284 220 91 144 1444 750 336 48 84 60 414 1028 994 57 181 85 416 960
is_linear=0
shrinkage=0.00196078


Tree=8541
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 4 3 2 4 4 0 3 3 12 0 15 158 2 1 15 1 15 1456 3 160 1 4
split_gain=11.566 1.93575 1.1856 1.05703 0.835827 0.54169 0.465506 0.395866 0.381837 0.32819 0.243293 0.193605 0.190967 0.176726 0.172574 0.301149 0.280031 0.169751 0.159603 0.157662 0.157152 0.151947 0.146349 0.119586 0.123909 0.110638 0.116047 0.236874 0.107474 0.0954685
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 0.056590000000000008 0.088105000000000003 0.10252500000000002 0.062655000000000016 0.09253500000000002 0.27834500000000006 0.11658 0.13501500000000002 0.033845000000000007 -0.17966999999999997 -0.11173999999999999 0.31370500000000007 0.076840000000000006 -0.42850999999999995 -0.085669999999999982 -0.097454999999999986 0.085030000000000008 0.094835000000000017 0.11669000000000002 -0.022504999999999997 0.083345000000000016 -0.10091499999999999 0.075120000000000006 -0.12711499999999995 -0.077849999999999989 0.11588000000000001 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 12 6 11 20 28 10 22 13 -3 18 15 -4 -16 -15 -1 23 -5 -14 -7 -13 -25 26 27 -19 -6 -2
right_child=1 2 14 7 8 9 -8 -9 -10 -11 -12 19 21 17 16 -17 -18 25 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00072070890622555469 0.00070756438082339717 0.00050799457064154107 0.00017077302775667341 0.00071311624099810913 0.00066990413375802942 0.00058723634685873714 0.00081630611082439072 0.000372051954295971 0.00035986732165959391 0.00036381213097671925 0.00045548497556566116 0.00061361623934907516 0.00035026513001809649 0.00070409318376718391 0.00024491344175710434 0.00041042200566193801 -5.0666905265786563e-07 0.00039962511235738503 0.00052257940511658146 0.00072411678402739413 0.0005150607356022767 0.00025897547242048619 0.00067377669104623581 0.00058685726178881457 0.00037853582792617135 0.00074108097629219875 0.00066183802916061109 0.00067510982159695596 0.00052725095293750435 0.00055711679769302499
leaf_weight=22 50 20 72 24 37 178 83 66 41 23 37 84 158 566 33 28 39 20 54 32 43 126 130 23 21 64 948 30 45 24
leaf_count=22 50 20 72 24 37 178 83 66 41 23 37 84 158 566 33 28 39 20 54 32 43 126 130 23 21 64 948 30 45 24
internal_value=0 0.000359582 0.000322621 0.000649821 0.000377986 0.000659587 0.000672627 0.000479833 0.000514368 0.000590597 0.000605716 0.000666229 0.000322805 0.000672353 0.000185174 0.000237875 0.000111978 0.000676667 0.000579933 0.000601015 0.000586006 0.000309763 0.000623763 0.00057024 0.000487431 0.00066205 0.000656982 0.000564916 0.000591619 0.000658771
internal_weight=0 673 599 2448 427 2315 1947 133 123 368 345 1864 304 1704 172 100 72 1628 76 160 67 284 308 128 44 1062 998 50 82 74
internal_count=3121 673 599 2448 427 2315 1947 133 123 368 345 1864 304 1704 172 100 72 1628 76 160 67 284 308 128 44 1062 998 50 82 74
is_linear=0
shrinkage=0.00196078


Tree=8542
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 4 12 1447 1 47 42 43 130 160 13 12 52 16 48 456 49 31 2 10 2 50 0 1 157 51
split_gain=0.471788 0.105107 0.0823479 0.0463031 0.0398313 0.0381591 0.0351735 0.0349183 0.0322526 0.0384296 0.0291643 0.0284638 0.0272481 0.0276 0.0710277 0.0394842 0.0276376 0.0587981 0.026053 0.026022 0.0296876 0.0259341 0.0279989 0.0333965 0.0473914 0.0246379 0.0239903 0.0375407 0.0300026 0.0346578
threshold=0.10124500000000002 0.13559000000000002 0.085055000000000006 0.042705000000000007 0.15109000000000003 0.042705000000000007 0.10016000000000001 -0.072479999999999989 0.083345000000000016 0.084210000000000021 0.10306000000000001 -0.081154999999999991 -0.076894999999999977 -0.013084999999999998 -0.0044799999999999987 -0.085119999999999987 -0.090859999999999982 -0.008904999999999998 0.083685000000000009 0.086650000000000019 -0.080859999999999987 -0.018414999999999997 0.13622000000000004 -0.38124499999999995 0.17025000000000004 -0.23452499999999996 -0.07929499999999999 0.095695000000000016 -0.082509999999999986 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 11 5 25 -5 -7 10 -10 -9 -4 -2 14 15 -14 18 19 -15 20 -18 -3 -23 -24 -25 -1 27 -27 -28 -30
right_child=1 21 3 6 -6 7 -8 8 9 -11 -12 -13 13 16 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 26 28 -29 29 -31
leaf_value=0.010177437808703293 0.00031430855393409728 -0.0014248296901907612 0.010533368246008952 0.0063671469794707785 0.0023151622153818607 0.0091695046276212312 0.0026352060175018517 0.0062985883178844244 0.00018125320154164609 0.005347223579883576 0.0027383583741119274 0.0065156781709414316 0.0055836124641990125 0.0029256567610427739 0.0088085182230262203 -0.00055555889310198836 0.00018428354773537391 -0.0024403330800123516 0.0073670337824816154 -0.00013120981748215854 0.0042144775656481268 0.0041883240594567418 0.0043007740711410794 0.0016285541906612567 -0.0039380116353277114 0.0071267087346229751 0.0092515214289905449 0.0032150478791445497 0.0062938729062170604 0.0020619196607731282
leaf_weight=22 25 23 21 46 21 26 56 200 24 36 26 110 22 25 34 20 21 20 28 20 141 48 28 65 20 1318 33 25 597 20
leaf_count=22 25 23 21 46 21 26 56 200 24 36 26 110 22 25 34 20 21 20 28 20 141 48 28 65 20 1318 33 25 597 20
internal_value=0 0.00380252 0.00445426 0.00591582 0.00665079 0.00668992 0.00431824 0.00566081 0.00534184 0.00328084 0.005889 0.00715974 0.00349768 0.00373812 0.00541076 0.0026602 0.0032396 0.00270634 0.00527204 0.00327191 0.00369205 0.00171623 0.00216495 0.00130546 0.000318774 0.00684926 0.00681252 0.00705389 0.00631382 0.00615669
internal_weight=0 773 589 233 2348 2327 102 312 286 60 226 131 356 331 76 42 255 202 53 182 162 184 161 113 85 2015 1993 1343 650 617
internal_count=3121 773 589 233 2348 2327 102 312 286 60 226 131 356 331 76 42 255 202 53 182 162 184 161 113 85 2015 1993 1343 650 617
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=31
num_cat=0
split_feature=1 4 16 16 159 1 124 13 4 2 2 42 52 1 48 4 0 3 151 133 160 42 0 1447 43 1212 394 42 12 157
split_gain=0.382489 0.0827569 0.0490827 0.0419179 0.043716 0.0406778 0.0382964 0.036589 0.0371529 0.0354968 0.0331286 0.0320199 0.0314208 0.026459 0.0505417 0.0264251 0.0324112 0.0334758 0.0292886 0.028026 0.0392265 0.0280474 0.0274704 0.0654971 0.0262188 0.0259436 0.0345324 0.0315634 0.0724457 0.0273018
threshold=0.10337500000000001 0.27287000000000006 0.51026500000000008 -0.16075999999999999 -0.40873999999999994 0.13743000000000002 -0.076779999999999987 0.066795000000000007 -0.00027999999999999998 0.25063000000000007 0.15109000000000003 -0.0060199999999999993 -0.054584999999999995 0.11282000000000002 0.083685000000000009 -0.082249999999999976 -0.019414999999999998 0.092670000000000016 -1.0000000180025095e-35 0.089405000000000012 0.10493500000000001 -0.16797499999999996 -0.087414999999999979 -0.085804999999999979 -0.080324999999999994 0.089995000000000019 -1.0000000180025095e-35 0.085730000000000015 0.08598500000000002 -0.082259999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 7 11 8 13 -3 15 -1 -10 14 -6 22 17 19 -19 21 -21 -17 -8 -24 -13 27 -27 29 -29 -25
right_child=1 9 -4 4 5 -7 10 -9 12 -11 -12 24 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0062068353919013863 0.0063062750291554073 0.0024209295243687165 0.0063367116643672089 0.0071463166773319256 -0.00079193232211701835 -0.00039720458810084641 0.008088500787189928 0.0072471225745088996 0.0028700167349038218 -0.00157930180139374 0.0020836458940591131 0.0041263183467284163 -0.0022040490233136908 0.005284444121712961 0.0046359503982655167 0.0095010279946459025 0.0020534328370228074 0.0064645717013627289 0.0016148663817368673 0.0055697104566771686 0.0018192366464063526 0.0061793283463766049 0.0011116360496405675 0.0099485800291101156 -0.0003198182149346741 0.0075027343226023585 0.0027731291531955852 0.011955517070600764 0.0057720518461428583 0.006229614643776353
leaf_weight=39 51 293 90 25 29 35 107 21 26 24 21 36 23 59 42 26 22 20 33 396 30 1139 23 21 21 26 38 36 40 329
leaf_count=39 51 293 90 25 29 35 107 21 26 24 21 36 23 59 42 26 22 20 33 396 30 1139 23 21 21 26 38 36 40 329
internal_value=0 0.00332556 0.00428011 0.00368495 0.00317076 0.00274783 0.00595593 0.00329821 0.00283494 0.00211807 0.00603737 0.00399894 0.000488312 0.00371943 0.00241893 0.00607369 0.00586628 0.0059173 0.00344494 0.00599966 0.00530559 0.00625346 0.00663102 0.00632702 0.00248827 0.00657182 0.00469453 0.00685386 0.00870106 0.00645275
internal_weight=0 718 401 311 260 235 2403 200 179 317 2307 96 49 130 71 2286 1666 1644 53 1591 426 1165 620 513 57 490 64 426 76 350
internal_count=3121 718 401 311 260 235 2403 200 179 317 2307 96 49 130 71 2286 1666 1644 53 1591 426 1165 620 513 57 490 64 426 76 350
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 14 2 4 4 1 2 1 150 3 0 12 0 3 47 4 2 10 1 2 15 0 4 10 12 4
split_gain=11.3018 1.7858 1.09806 0.962361 0.584488 0.477374 0.427422 0.401751 0.381657 0.310272 0.290076 0.216315 0.197637 0.191008 0.176478 0.151431 0.142888 0.142823 0.137974 0.125774 0.12228 0.121908 0.131026 0.115065 0.108993 0.134741 0.148695 0.108515 0.0920804 0.0859599
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.099515000000000006 0.062655000000000016 0.17025000000000004 0.27834500000000006 0.40945500000000007 0.09253500000000002 0.14960000000000004 0.089770000000000016 1.0000000180025095e-35 0.30112000000000005 -0.09595999999999999 0.08815000000000002 -0.033209999999999996 -0.13309499999999996 0.08265500000000002 -0.50940999999999981 0.10855000000000002 -1.0000000180025095e-35 0.10708500000000001 0.12358500000000001 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 -0.38124499999999995 0.085885000000000017 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 5 11 8 -4 13 -5 12 15 17 16 18 19 23 -6 -13 -1 21 -2 -23 -3 -21 26 -26 -8 -16 -27
right_child=1 6 7 9 10 -7 27 -9 -10 -11 -12 14 -14 -15 28 -17 -18 -19 -20 24 -22 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.00082922470640749981 0.00031101539957986658 0.00054359434322379097 0.00062703896043209877 0.00060256327696589301 0.00069778229261334369 0.00081835818602881327 0.00015122241548970428 0.00038535887613944114 0.00020675059288084401 0.0003701411784761908 0.00038690325125579923 0.0004258417706420571 0.00044084693819117476 0.00020121965514173905 0.0005127245867409064 0.00064608866215419764 0.00026586143718206301 0.00059549755945638558 0.00062628006697564888 0.00081256747343181777 0.00032280905730685627 0.00036635690910929921 0.00055510347154154045 0.00037657857108182931 0.00051663025587145382 0.00068998809021877472 0.00071279051792777438 -3.0796919748479243e-05 0.000645195900128981 0.0005861826902985865
leaf_weight=23 28 29 119 34 62 76 34 34 133 63 26 31 28 22 22 618 21 342 23 24 141 26 31 35 39 738 24 20 243 32
leaf_count=23 28 29 119 34 62 76 34 34 133 63 26 31 28 22 22 618 21 342 23 24 141 26 31 35 39 738 24 20 243 32
internal_value=0 0.000356101 0.00044506 0.000643005 0.000650902 0.000666109 0.000241421 0.000573332 0.000276884 0.000451609 0.000588048 0.000659741 0.000600154 0.00036406 0.00061338 0.000669614 0.000406207 0.000611195 0.000511214 0.000686135 0.000358221 0.000416964 0.000469009 0.000452258 0.000682294 0.000678541 0.000591358 8.38078e-05 0.000634198 0.000685674
internal_weight=0 673 379 2448 2351 1893 294 153 240 97 458 1817 432 107 319 1498 85 404 54 880 226 85 57 64 857 833 63 54 265 770
internal_count=3121 673 379 2448 2351 1893 294 153 240 97 458 1817 432 107 319 1498 85 404 54 880 226 85 57 64 857 833 63 54 265 770
is_linear=0
shrinkage=0.00196078


Tree=8545
num_leaves=31
num_cat=0
split_feature=1 3 4 4 376 130 52 457 16 393 484 12 49 15 2 124 4 2 52 376 1455 160 4 0 52 12 51 12 1 1429
split_gain=0.368655 0.0616686 0.0549182 0.0471607 0.0549186 0.0526817 0.043104 0.0387646 0.0404306 0.0519733 0.0507151 0.0375807 0.0351305 0.0307035 0.029874 0.0291107 0.0268093 0.0273456 0.0332666 0.0261842 0.0257387 0.0397288 0.0270258 0.0361372 0.0267814 0.0282546 0.0403198 0.049138 0.0566952 0.0494982
threshold=0.10920500000000001 0.31370500000000007 0.24564500000000003 0.41257000000000005 0.080200000000000007 -0.054924999999999995 0.039215000000000007 0.31508000000000008 -0.072359999999999994 0.086030000000000009 -0.0082299999999999995 -0.42850999999999995 -0.15302999999999997 -0.12255999999999999 0.087505000000000013 -0.076779999999999987 -0.036839999999999991 0.11177500000000001 -0.037344999999999996 0.084360000000000018 -0.23681499999999997 -0.55248999999999981 -0.49405499999999997 0.14486500000000005 0.5140450000000002 0.086305000000000007 0.078435000000000019 0.085885000000000017 0.10022000000000002 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 5 -2 -4 8 10 12 14 -3 -10 -7 -1 19 -15 -18 -19 -14 -17 -22 -23 24 25 26 27 28 29 -24
right_child=1 11 6 -5 -6 13 -8 -9 9 -11 -12 -13 15 16 -16 20 17 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01043654326763418 0.0001823758918114684 0.0033395842236599751 0.002284192695294189 0.002190058972726372 0.00063328196799072129 0.0089539058412247824 0.0060361240271013233 0.0015777258512874445 0.0088873481246992021 0.00047815287485718732 0.0061428585867281775 -0.00070348345090760224 0.002354563917973652 0.006984757415038791 0.006884996745036915 0.0081492372136563063 0.0052245173517250177 0.0048640654972890241 -0.00045804348065639326 0.0061048253929114034 0.0012593516503416357 0.0070443068436654892 0.0066084719291026883 0.0016479941744667788 0.00252208473227386 0.0052449635208951942 0.0098539665077502538 0.010849555786699057 0.00071673411432476278 0.0030558230163043611
leaf_weight=45 22 35 79 187 36 21 50 21 32 20 940 67 52 47 50 40 92 24 23 29 21 124 266 24 28 629 30 20 21 46
leaf_count=45 22 35 79 187 36 21 50 21 32 20 940 67 52 47 50 40 92 24 23 29 21 124 266 24 28 629 30 20 21 46
internal_value=0 0.00290483 0.00574922 0.00340603 0.00426409 0.00483487 0.00373843 0.00585562 0.00589279 0.00553884 0.00636539 0.000683844 0.00561316 0.00532934 0.00856731 0.00553438 0.00492012 0.004222 0.00225963 0.00369725 0.00565352 0.00557095 0.00564716 0.00548434 0.00557287 0.00565728 0.00633442 0.00603531 0.00574616 0.00608468
internal_weight=0 554 2567 452 265 229 129 2438 2417 1382 1035 102 1362 207 95 1330 186 139 47 81 1249 1209 1188 1064 1040 1012 383 353 333 312
internal_count=3121 554 2567 452 265 229 129 2438 2417 1382 1035 102 1362 207 95 1330 186 139 47 81 1249 1209 1188 1064 1040 1012 383 353 333 312
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 2 47 14 2 1 4 4 16 11 12 457 11 13 47 4 12 4 51 475 42 16 4
split_gain=17.1201 2.72568 1.72828 1.38425 0.997934 0.798722 0.49721 0.495494 0.463398 0.432108 0.404209 0.359812 0.269661 0.253258 0.234342 0.230875 0.169308 0.157084 0.149386 0.137153 0.131668 0.113487 0.105721 0.098564 0.109395 0.0842118 0.083564 0.0868943 0.0851965 0.0829561
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.092845000000000025 0.13501500000000002 0.11474000000000002 0.13082500000000002 0.062655000000000016 0.14838000000000004 0.086920000000000011 0.0067750000000000006 0.40945500000000007 -0.52595999999999987 1.0000000180025095e-35 0.08401500000000002 0.080930000000000016 0.082485000000000017 -1.0000000180025095e-35 0.090100000000000013 -0.0019149999999999998 0.095780000000000018 -0.0070899999999999991 -0.11063499999999998 -0.088274999999999978 0.086555000000000007 0.15891500000000003 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 10 -5 15 29 11 12 14 26 17 -4 -7 18 22 23 -18 -16 -3 -14 -17 -25 -21 -1 -28 -29 -6
right_child=1 2 9 6 8 7 -8 -9 -10 -11 -12 -13 13 -15 20 16 19 -19 -20 25 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0005850859708233276 0.00063572771645881035 0.00024224815412401368 0.00026789779677451433 0.00058303908158683965 0.00067460736891134779 0.00041288337975943685 0.00029403163643639072 0.00040126154602511356 0.00025746507541233904 0.00032901698210509761 0.00082520686094705105 -1.0632877956043641e-05 0.00042980205681588914 0.00049228817768758742 6.2803114555462462e-05 0.00063126726623034335 0.00083459802737144754 0.000654765032791968 0.00048621997684605568 0.00075079980141976304 0.00022225730334651597 0.0003667720585764871 0.00061851885330443295 0.00061311578052699461 0.00053472598936051365 0.00059211185214176675 0.00069532169737845527 0.00066428840586655387 0.00053437593437376479 0.00053009809900064764
leaf_weight=34 74 191 45 37 21 23 60 48 24 34 62 84 21 51 85 361 21 326 40 20 26 33 25 176 112 36 718 256 21 56
leaf_count=34 74 191 45 37 21 23 60 48 24 34 62 84 21 51 85 361 21 326 40 20 26 33 25 176 112 36 718 256 21 56
internal_value=0 0.000280704 0.000236845 0.000633819 0.000333552 0.00064329 0.000404272 0.000594683 0.00049536 0.000122138 0.000670162 9.283e-05 0.000663542 0.000621865 0.000148541 0.00060645 0.000612262 0.00063963 0.000602517 0.000699462 0.000100153 0.000260593 0.000532366 0.000609684 0.000582631 0.000648786 0.000680674 0.00068394 0.000654439 0.00056951
internal_weight=0 673 599 2448 325 2351 97 837 101 274 1514 240 1452 423 156 789 766 372 689 77 111 224 46 649 288 56 1029 995 277 77
internal_count=3121 673 599 2448 325 2351 97 837 101 274 1514 240 1452 423 156 789 766 372 689 77 111 224 46 649 288 56 1029 995 277 77
is_linear=0
shrinkage=0.00196078


Tree=8547
num_leaves=31
num_cat=0
split_feature=1 2 1 484 12 96 42 16 3 155 151 10 2 2 3 11 11 52 2 13 1429 484 484 132 15 48 151 49 11 151
split_gain=0.369571 0.0602434 0.0539714 0.060536 0.0658276 0.0476895 0.0464486 0.0492336 0.0609992 0.042286 0.041699 0.039724 0.0783142 0.0367016 0.0427459 0.0356748 0.0388278 0.0325548 0.0436122 0.0610678 0.0318798 0.0660077 0.0656602 0.0287703 0.0444998 0.0627683 0.0285189 0.0302529 0.0249891 0.0249337
threshold=0.10920500000000001 0.14753000000000002 0.089625000000000024 -0.020124999999999994 0.087215000000000015 0.084000000000000019 -0.035074999999999988 0.52822500000000006 -0.079979999999999982 0.084785000000000013 0.077805000000000013 0.058500000000000003 0.11411 0.097070000000000004 -0.10217499999999997 0.080455000000000013 0.084680000000000019 0.11125500000000001 0.086675000000000016 -0.085384999999999975 0.084770000000000012 -0.081614999999999979 0.087235000000000021 0.08764000000000001 -0.41942499999999994 0.085790000000000019 -0.0062849999999999989 0.13173000000000004 0.075910000000000019 0.079100000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 13 -4 6 9 -5 8 -8 10 11 12 -2 15 -15 17 -17 20 19 -19 28 -22 -23 24 -3 -26 -16 -28 -1 -10
right_child=1 23 3 4 -6 -7 7 -9 29 -11 -12 -13 -14 14 26 16 -18 18 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.006288840487995136 0.0052229621785980984 0.0032276221801741767 0.00821767715436484 0.0077753781219057384 0.0054707648441849636 -0.00012480353722600518 -0.002606557394293222 0.0073450620857660066 0.0034534205525453064 0.0070564596462204601 0.007763084827456624 0.00018293249498431882 0.0020270438768665378 0.0020992268572648078 0.0090965852397494034 0.012038762479399641 0.0058821933518629528 0.0062524466309696438 0.0057174871901602108 -0.00093765604068283691 0.0087538833571597936 -0.00061029456706056685 0.0057988967234974334 0.0034912997112509663 -0.0059592994744889442 0.0008205720352836781 0.005475285089446098 0.0021175000928984637 0.0093659800442832501 4.7083204612135892e-05
leaf_weight=1170 139 26 48 21 315 37 22 22 153 33 20 42 171 43 20 21 20 21 135 27 25 31 33 28 22 36 359 29 27 25
leaf_count=1170 139 26 48 21 315 37 22 22 153 33 20 42 171 43 20 21 20 21 135 27 25 31 33 28 22 36 359 29 27 25
internal_value=0 0.00278685 0.00563478 0.00480993 0.00451679 0.00331178 0.00328017 0.00285494 0.00236103 0.00362574 0.0033214 0.00306903 0.00346005 0.00588968 0.00509808 0.00612611 0.00903556 0.0060449 0.00479697 0.00220801 0.00622249 0.00439653 0.00269444 0.000715273 -0.000210069 -0.0017511 0.00541413 0.00522432 0.00635825 0.002975
internal_weight=0 554 2567 606 558 442 243 222 200 405 372 352 310 1961 451 1510 41 1469 183 48 1286 89 64 112 84 58 408 388 1197 178
internal_count=3121 554 2567 606 558 442 243 222 200 405 372 352 310 1961 451 1510 41 1469 183 48 1286 89 64 112 84 58 408 388 1197 178
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=31
num_cat=0
split_feature=1 3 4 9 2 4 2 393 0 3 52 484 43 15 4 48 12 39 159 1212 400 3 42 43 159 483 1429 52 12 48
split_gain=0.299665 0.0705362 0.0493804 0.0398169 0.079425 0.0339212 0.0326096 0.0291027 0.0275197 0.0363154 0.0272924 0.0263622 0.0328489 0.0353754 0.0416049 0.0318599 0.0256127 0.0252141 0.0270281 0.0268816 0.0320155 0.0262259 0.0320474 0.0250741 0.0245305 0.0301733 0.0303574 0.054679 0.0282036 0.0266359
threshold=0.10293500000000001 0.31299000000000005 -0.17966999999999997 -1.0000000180025095e-35 0.10045500000000002 0.40124500000000002 0.091265000000000013 0.086855000000000016 0.024095000000000002 -0.10831999999999999 0.0060650000000000009 -0.070054999999999992 -1.0000000180025095e-35 -0.46471999999999997 0.40124500000000002 0.090225000000000014 0.096475000000000019 -0.046074999999999991 0.0089800000000000019 0.13592000000000001 -0.07520499999999998 -0.14186499999999996 0.079510000000000011 -0.079109999999999986 0.11389500000000001 -0.070084999999999981 0.084770000000000012 -0.088614999999999985 0.085110000000000005 -0.089814999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 23 8 6 24 17 9 -5 -3 -6 -13 -14 15 -15 -11 -8 19 20 -19 22 -22 -4 25 -1 29 -28 -29 -27
right_child=1 10 3 4 11 -7 7 -9 -10 16 -12 12 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0074972050998670355 0.0055129530127284374 -0.00046243916495549911 0.0021302843917510475 0.0092161160148680216 -0.0013365021685604007 0.0012521465826218694 0.0013762140064500273 0.0011899272627804592 0.0013763135653876123 0.0058380182035588889 0.0028596028517414301 0.0013206191348015435 0.0074067173263756558 0.0029498503479207386 0.0012333109620402552 0.0081379262404516345 0.0032055584267557911 0.00058105689517105928 0.0062244053845711819 0.0081551472057721439 0.0045624622038655709 0.0044437437079512801 0.0093746200138702992 -0.0022552592648108576 0.0031469585606828335 0.009176845891925042 -0.00097190035507082944 0.0025865015918733899 0.006862029648699617 0.0054994615342486685
leaf_weight=75 85 79 32 20 20 22 21 23 21 84 36 135 20 29 67 20 66 20 127 21 31 575 25 22 44 20 20 27 36 1298
leaf_count=75 85 79 32 20 20 22 21 23 21 84 36 135 20 29 67 20 66 20 127 21 31 575 25 22 44 20 20 27 36 1298
internal_value=0 0.00285241 0.00327369 0.00291859 0.00320707 0.00516066 0.00519705 0.00469822 0.00479155 0.00521343 0.000577504 0.00216709 0.00242566 0.00352258 0.0028529 0.00506743 0.00467974 0.00479663 0.00488652 0.00463368 0.00452009 0.00464494 0.00671075 0.000343581 0.0054737 0.00554306 0.00543845 0.0035835 0.00502966 0.00555526
internal_weight=0 736 621 536 482 2385 2363 843 191 170 115 291 271 136 116 49 150 820 799 672 651 631 56 54 1520 1476 1401 83 63 1318
internal_count=3121 736 621 536 482 2385 2363 843 191 170 115 291 271 136 116 49 150 820 799 672 651 631 56 54 1520 1476 1401 83 63 1318
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=31
num_cat=0
split_feature=1 1 1348 12 44 15 393 3 133 151 13 157 2 4 157 157 3 447 2 159 42 42 2 2 16 456 156 1447 1453 133
split_gain=0.242729 0.060607 0.0394887 0.0378119 0.031265 0.0310185 0.0420666 0.0400381 0.02865 0.0514162 0.0358355 0.0437106 0.0358786 0.0397717 0.037098 0.0387246 0.0333837 0.0416024 0.0341641 0.042114 0.0376325 0.0329346 0.0306453 0.0298229 0.0297706 0.0272151 0.0270749 0.0255687 0.0371373 0.0250092
threshold=0.10293500000000001 0.13559000000000002 0.092395000000000019 0.085055000000000006 0.081805000000000017 0.040760000000000005 0.086030000000000009 -0.15447499999999995 0.076280000000000014 0.050660000000000004 -0.085804999999999979 -0.082819999999999991 0.085235000000000019 -0.013514999999999998 -0.086284999999999987 -0.06482499999999998 0.10299500000000002 0.089095000000000021 0.085730000000000015 0.082585000000000006 0.085345000000000018 0.082250000000000004 0.079055000000000014 0.087195000000000009 0.0047850000000000011 0.041000000000000002 0.085790000000000019 -0.086059999999999984 -0.065549999999999983 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 8 -7 9 16 11 25 -12 -14 -15 -16 17 18 20 23 22 -13 -1 -20 -22 -10 -21 -9 -29 -30
right_child=1 -3 -4 -5 -6 7 -8 27 10 -11 12 21 13 14 15 -17 -18 -19 19 26 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0056227750824912204 0.0025661878529381369 0.00099542330546841125 -0.0012711325113195927 0.0042868065823496986 0.0081623915955424311 0.008098859225574415 0.00011998350576808055 0.0073896702152127644 0.011054798636747444 0.00018759727278458221 0.00016841543605551124 0.0084822184697259228 0.0064341709744639517 0.00092334856550830104 0.0071106890970397563 0.0037010845833878115 0.0010214593190925592 1.3848493108525873e-05 0.00010800475272564935 0.0045146136462980357 0.0051683959231672493 0.0044270223872505191 0.0093480450457290708 0.0036464286734307809 0.0010795106160609673 0.0063737347894520669 0.0079463331749762538 0.0011891204506225353 0.0053981925328026436 0.0043979643939091777
leaf_weight=63 319 184 20 213 25 40 24 39 23 35 20 24 82 36 42 161 33 22 26 67 69 121 34 284 24 27 35 28 484 517
leaf_count=63 319 184 20 213 25 40 24 39 23 35 20 24 82 36 42 161 33 22 26 67 69 121 34 284 24 27 35 28 484 517
internal_value=0 0.00256717 0.00309109 0.00325508 0.00464459 0.00460733 0.00426628 0.00499271 0.00434731 0.00392221 0.00489614 0.00597741 0.00427781 0.00453385 0.00388186 0.00440652 0.00412116 0.00428509 0.00444118 0.0039296 0.0055505 0.00509823 0.00692854 0.00334966 0.0041132 0.00852702 0.00569216 0.00487637 0.00478112 0.00488159
internal_weight=0 736 552 532 2385 2360 1252 1108 1228 692 536 195 341 321 239 203 657 624 602 412 190 145 97 310 93 50 102 1068 1029 1001
internal_count=3121 736 552 532 2385 2360 1252 1108 1228 692 536 195 341 321 239 203 657 624 602 412 190 145 97 310 93 50 102 1068 1029 1001
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 1 2 4 0 0 4 49 156 14 50 0 40 16 41 394 4 15 0 15 39 1
split_gain=12.8201 1.86385 1.16536 0.793974 0.686636 0.684119 0.502237 0.482189 0.465852 0.397218 0.369562 0.297772 0.365463 0.218181 0.20537 0.203508 0.196492 0.156053 0.131678 0.131326 0.12969 0.129361 0.115232 0.110513 0.120907 0.128986 0.10544 0.105248 0.106269 0.10405
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14753000000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.092845000000000025 0.10613000000000002 0.0061450000000000003 -0.11173999999999999 -0.079119999999999982 -0.15464999999999998 -0.054984999999999992 -0.0071349999999999998 -1.0000000180025095e-35 0.041865000000000006 -0.15599999999999997 -0.077714999999999992 -0.12029499999999999 1.0000000180025095e-35 -0.079154999999999989 -0.49405499999999997 0.084735000000000019 -0.026509999999999995 -0.40580499999999992 0.08733500000000001 0.12408500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 6 7 8 20 11 -4 -9 12 19 -14 -12 -2 -15 -13 27 -1 -3 -19 23 -18 -25 -26 -6 -7 -29 -16
right_child=1 5 9 -5 26 18 -8 10 -10 -11 14 17 13 16 29 -17 22 21 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00059587598098395243 0.000416487772001838 0.00027697024982460699 0.00060776096927105724 0.00034568624129217992 0.00053508061294754348 0.00017984250968284494 0.00038995720930032286 0.00050893047622952152 0.00081752053385701412 0.0003494436803937348 0.00051417148142468691 0.00078017473165171926 0.0007005406997309515 0.000784718653623686 0.0003352156151579145 0.0006176955670750985 0.0005080301884342642 0.00065190904648648545 0.00026428824003217372 0.00040670636069898279 0.00013270710933697868 0.00057217198079041525 0.00050326029558767787 0.00072390540714031262 0.00059614534774586907 0.00066646831464187975 0.00035064028039417293 -6.3903325201226355e-05 0.00013110208821619479 0.00023084425784964928
leaf_weight=43 23 46 37 84 22 32 24 54 85 60 20 21 1160 42 125 121 20 135 23 21 50 186 21 86 148 311 26 22 21 52
leaf_count=43 23 46 37 84 22 32 24 54 85 60 20 21 1160 42 125 121 20 135 23 21 50 186 21 86 148 311 26 22 21 52
internal_value=0 0.000353026 0.000658595 0.000497184 0.000667285 0.000279165 0.000672123 0.000320022 0.000675094 0.000447977 0.000365225 0.000669576 0.000679393 0.000684604 0.000325834 0.000585558 0.000655166 0.000616419 0.000134499 0.000533805 0.000201833 0.000605706 0.000645881 0.000651182 0.000656435 0.000643793 0.000435175 9.46964e-05 3.13319e-05 0.000304553
internal_weight=0 673 2448 228 2351 445 2303 347 2279 97 251 2194 1852 1788 197 144 628 342 98 64 96 321 586 565 545 459 48 75 43 177
internal_count=3121 673 2448 228 2351 445 2303 347 2279 97 251 2194 1852 1788 197 144 628 342 98 64 96 321 586 565 545 459 48 75 43 177
is_linear=0
shrinkage=0.00196078


Tree=8551
num_leaves=31
num_cat=0
split_feature=1 402 2 9 44 12 4 474 49 0 150 42 43 13 132 0 51 159 16 12 4 15 43 0 1 48 52 1446 131 42
split_gain=0.249472 0.050337 0.0507032 0.043153 0.0398339 0.0510596 0.0475404 0.0681529 0.0437731 0.0351856 0.0421372 0.0287291 0.0505091 0.0354569 0.0302125 0.0262603 0.025958 0.0252063 0.031644 0.0307999 0.0227303 0.0222095 0.0219546 0.0216624 0.0764745 0.02659 0.0439108 0.0280887 0.0247533 0.0233502
threshold=0.10920500000000001 0.10052500000000002 0.13622000000000004 -1.0000000180025095e-35 0.081805000000000017 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.11475 -0.071924999999999989 0.10980500000000001 0.11883500000000001 0.084740000000000024 -0.085384999999999975 0.087210000000000024 -0.22491999999999998 0.10532000000000001 0.10684 -0.11118499999999999 -0.081419999999999979 0.053180000000000012 -1.0000000180025095e-35 -0.084154999999999994 -0.094299999999999981 0.08592000000000001 0.091545000000000015 0.13140000000000004 0.11018500000000002 0.077555000000000027 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 8 9 10 -8 12 13 -5 15 -15 17 18 19 -4 23 -17 -11 24 28 27 -27 29 -7 -25
right_child=1 -3 16 11 -6 20 7 -9 -10 22 -12 -13 -14 14 -16 21 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0056251763498100142 0.0005787464777573145 -0.0026506155030801893 0.0039301640126809837 0.0016399511958680752 0.008299875211227558 0.0062738061049953109 0.0047125716494033553 -0.0026224260055460035 -0.00091084148000597715 0.0034820584254339339 0.00082313161547062927 -6.6069801105186345e-05 0.0083480869095934468 0.001502078075215898 0.0010384907417644103 0.0046722470840407362 0.0031094558319697779 0.0025542589274765407 -0.0029304785725461054 -0.00091406982358811166 0.0038614935942033559 0.0081354043552313345 -0.00063050453965034746 0.005146015280769637 0.0012385928738412673 0.0043422487235036484 -0.00028046218570894923 0.0075798358929827564 0.0097207735488191241 0.0043468366484558521
leaf_weight=90 56 20 21 76 29 125 215 20 22 25 32 20 23 22 26 117 45 36 35 35 241 22 27 917 29 98 26 38 25 608
leaf_count=90 56 20 21 76 29 125 215 20 22 25 32 20 23 22 26 117 45 36 35 35 241 22 27 917 29 98 26 38 25 608
internal_value=0 0.00227482 0.00245929 0.00313096 0.00461468 0.00457257 0.00358086 0.0030413 0.00339418 0.00371094 0.00420868 0.00359804 0.00385427 0.00346127 0.00420149 0.00471228 0.00104566 0.00031439 -0.000571712 0.000902518 0.00477543 0.00522037 0.00134669 0.00489347 0.00593947 0.00478249 0.00337297 0.00489431 0.0068483 0.00482739
internal_weight=0 554 534 362 2567 2538 431 341 321 299 247 306 286 263 187 161 172 127 91 56 2107 139 52 1866 179 1687 124 1563 150 1525
internal_count=3121 554 534 362 2567 2538 431 341 321 299 247 306 286 263 187 161 172 127 91 56 2107 139 52 1866 179 1687 124 1563 150 1525
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=31
num_cat=0
split_feature=1 2 123 4 2 12 1 14 2 0 1 1 50 159 49 2 2 2 15 475 12 4 2 49 47 34 43 0 43 0
split_gain=4.99564 0.677287 0.540446 0.432832 0.330705 0.304972 0.168118 0.15427 0.129499 0.146457 0.116587 0.113979 0.112289 0.103545 0.0906907 0.0875807 0.106594 0.0810972 0.0804533 0.0789789 0.0786061 0.104069 0.0740917 0.0673011 0.0775194 0.062937 0.0584314 0.057679 0.11134 0.0553116
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.10045500000000002 0.085055000000000006 0.09253500000000002 0.076975000000000002 0.15109000000000003 -0.13027499999999997 0.12958500000000003 0.089625000000000024 0.041865000000000006 0.078675000000000009 -0.043469999999999995 -1.0000000180025095e-35 0.090050000000000005 -1.0000000180025095e-35 -0.081924999999999984 -0.066784999999999983 0.08815000000000002 -0.51253999999999988 0.10882500000000002 -0.012034999999999999 0.089640000000000011 -0.038779999999999995 -0.080324999999999994 -0.068604999999999985 -0.079109999999999986 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 7 13 -4 11 9 14 -5 20 18 17 -6 -13 -17 -2 29 -11 21 -1 -19 -7 -25 -12 -8 -22 -29 -3
right_child=1 12 6 10 8 23 26 -9 -10 19 25 15 -14 -15 -16 16 -18 22 -20 -21 27 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00060606857725218233 0.00018344409992078356 0.00019280959949433024 0.0004138888084923692 0.0002412482839048745 0.00021152046619448415 0.00029304710855963183 0.0002814214398787052 0.00053766404832500262 0.00024268704333475658 0.00047397235646895469 6.9842425518061352e-05 0.00031894803367028335 0.00021272638337869269 0.0001787919081505353 0.00037191306288999885 0.00043755127808770466 0.00032135501988404005 0.00041146930131842109 -2.3019622617212481e-05 0.00040080627675287607 0.00044299694658259293 0.00046300178042958244 0.00028235892296413478 0.00049867095269031877 0.00037921000587041765 0.00018242454259759851 0.00016013987164120047 0.00026498521555538607 0.00045385593835379226 7.4518063103982686e-05
leaf_weight=20 20 21 34 116 23 20 56 75 21 68 28 33 30 42 33 283 34 25 24 342 574 865 54 31 64 60 21 21 28 55
leaf_count=20 20 21 34 116 23 20 56 75 21 68 28 33 30 42 33 283 34 25 24 342 574 865 54 31 64 60 21 21 28 55
internal_value=0 0.000232482 0.000432836 0.000267798 0.000438973 0.00032149 0.000299052 0.000450478 0.000393307 0.000400094 0.000200421 0.000446959 0.000107514 0.000260371 0.000306038 0.000415081 0.000425089 0.00029498 7.59502e-05 0.000412941 0.000454357 0.000466235 0.000323217 0.000396428 0.000418192 0.000146603 0.000248345 0.000437485 0.000372911 0.000107204
internal_weight=0 590 2531 460 2420 256 111 1933 487 466 204 1858 130 141 56 350 317 99 100 410 1508 885 79 115 95 88 77 623 49 76
internal_count=3121 590 2531 460 2420 256 111 1933 487 466 204 1858 130 141 56 350 317 99 100 410 1508 885 79 115 95 88 77 623 49 76
is_linear=0
shrinkage=0.00196078


Tree=8553
num_leaves=31
num_cat=0
split_feature=1 1 45 155 2 9 457 39 10 0 12 13 3 44 131 14 0 1 10 156 52 41 160 1 42 1208 130 1 13 156
split_gain=0.230549 0.0599599 0.0547993 0.0530935 0.0392002 0.0465586 0.0390692 0.0339241 0.0338014 0.0324972 0.0279628 0.0259169 0.0247211 0.0246779 0.0239415 0.0227917 0.0325407 0.0467693 0.029744 0.0278854 0.0378661 0.0561111 0.0272612 0.0292102 0.0247922 0.0310419 0.0286167 0.0274656 0.0235691 0.0360791
threshold=0.10124500000000002 0.14262000000000002 0.10526500000000001 0.084785000000000013 0.10252500000000002 -1.0000000180025095e-35 0.083415000000000017 0.088895000000000016 -0.074314999999999978 0.18019500000000002 0.10806000000000002 0.11596500000000001 -0.15713499999999997 0.081805000000000017 0.093840000000000021 0.062655000000000016 -0.13027499999999997 0.081670000000000006 -0.015579999999999998 0.085790000000000019 -0.069804999999999992 0.079395000000000007 0.08443500000000001 0.090540000000000023 0.11387000000000001 0.099975000000000008 -0.068174999999999986 0.090475000000000014 0.0049450000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 -2 7 10 -3 13 -7 12 -6 15 -10 16 17 -1 -18 20 -17 -22 23 -19 26 27 -20 -26 -28 -30
right_child=1 8 -4 -5 11 6 -8 -9 14 -11 -12 -13 -14 -15 -16 19 18 22 24 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0056774806719636778 0.00085872999417395998 -0.0031128251554698432 0.0080746951047331091 0.0050724068066365161 0.0051127818898986221 0.0050777636889665937 -1.0290937498211862e-05 0.00853021085029468 0.0021809443803643114 0.0011675045480452745 0.002038362376928986 -0.0011683074877886423 0.0016970357794027263 0.0080072579949739438 -0.0017616558074951172 0.0017366995435705492 0.0008490756464501223 -0.0025919688460619554 0.0066214301106338573 0.0093178089774612876 0.0098440585407213524 0.0027987219905480747 0.0036020435955530653 0.0024478873865597921 0.0034467646529347724 0.005950905273417257 0.0047994540032041573 -0.00020535882918361147 0.0077430416899178893 0.0034190998057308493
leaf_weight=41 56 22 20 86 23 97 20 20 67 28 44 29 269 21 20 22 21 23 77 21 26 20 36 23 99 38 1567 26 21 238
leaf_count=41 56 22 20 86 23 97 20 20 67 28 44 29 269 21 20 22 21 23 77 21 26 20 36 23 99 38 1567 26 21 238
internal_value=0 0.00256282 0.00291966 0.00275957 0.00240311 0.00337856 0.00415817 0.004676 0.000389064 0.00455391 0.0041293 0.00168291 0.00196608 0.00459478 0.0012746 0.00456361 0.00450042 0.00291981 0.00459358 0.0061326 0.00514893 0.00678087 0.00154097 -7.20407e-05 0.00463164 0.003448 0.00473302 0.00268712 0.00465339 0.00376969
internal_weight=0 773 664 644 558 237 181 161 109 2348 141 321 292 2320 87 2299 2210 123 2087 89 68 46 82 46 2066 163 1903 125 1826 259
internal_count=3121 773 664 644 558 237 181 161 109 2348 141 321 292 2320 87 2299 2210 123 2087 89 68 46 82 46 2066 163 1903 125 1826 259
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 45 1 2 14 2 4 2 4 4 1 0 157 47 1 3 160 51 48 4 12 13 49 50
split_gain=14.369 2.4426 1.54935 1.31267 0.81562 0.807147 0.546641 0.452307 0.396452 0.380624 0.318649 0.265592 0.248902 0.248462 0.218576 0.170758 0.18716 0.156305 0.138619 0.131522 0.121593 0.112765 0.134217 0.106716 0.101414 0.0973713 0.113617 0.0893619 0.0852751 0.0828507
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.14122000000000004 0.10783500000000001 0.09253500000000002 0.11474000000000002 0.062655000000000016 0.14960000000000004 0.27834500000000006 -0.090999999999999984 0.40945500000000007 -0.013125 0.093100000000000002 -0.097274999999999986 -0.0041249999999999993 0.090100000000000013 0.086920000000000011 -0.010424999999999999 -0.067824999999999983 -0.085989999999999997 0.016865000000000002 -0.0070899999999999991 0.10124000000000001 -0.078279999999999975 -0.053364999999999996 0.081075000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 10 12 11 -5 25 13 14 15 -1 24 17 27 -7 -19 23 -15 -16 -23 -3 -4 -6 -27 -17 -10 -22
right_child=1 2 7 8 9 6 -8 -9 28 -11 -12 -13 -14 20 21 16 -18 18 -20 -21 29 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00053031103869770628 0.00072062506671613904 0.00021967936370276088 0.00041819412412554945 0.00065514699694503966 0.00076192143250580259 0.0008645602842805043 0.00044524707300975982 0.00051093334427219049 0.00045904593827952704 0.00037367035091193015 0.00088058913398739061 0.00011718030032519409 0.00046211401329321019 0.00075108844942052197 0.00028614169761666779 0.00071270808384823309 0.00046667504416523023 0.00078351952506406275 0.00068381590455747574 0.00048397283038973586 0.00068342384220928425 0.00028993931912445745 0.00010420832539617813 0.00036490936334228384 0.00025468215861302966 0.00068467247248600734 0.00050701079532211905 0.00063986072136260573 0.00031431121014920019 0.00073937536693593445
leaf_weight=22 74 22 35 34 21 24 41 21 34 26 62 79 20 1082 41 94 20 65 306 32 204 21 52 168 25 31 25 208 29 203
leaf_count=22 74 22 35 34 21 24 41 21 34 26 62 79 20 1082 41 94 20 65 306 32 204 21 52 168 25 31 25 208 29 203
internal_value=0 0.000384542 0.000343023 0.000708044 0.000434587 0.000717267 0.000665607 0.000234416 0.000484511 0.000578795 0.000742818 0.000211464 0.000677866 0.000737165 0.000254271 0.000683884 0.00065037 0.000711205 0.000701284 0.00036768 0.000740221 0.000203854 0.000157638 0.000348093 0.000350064 0.000648058 0.000605359 0.000662535 0.000392422 0.000711331
internal_weight=0 673 599 2448 325 2351 778 274 97 103 1573 253 737 1511 174 717 322 395 371 222 1489 114 73 190 60 77 56 302 63 407
internal_count=3121 673 599 2448 325 2351 778 274 97 103 1573 253 737 1511 174 717 322 395 371 222 1489 114 73 190 60 77 56 302 63 407
is_linear=0
shrinkage=0.00196078


Tree=8555
num_leaves=31
num_cat=0
split_feature=1 123 4 3 4 2 1 2 159 1 1 4 1 49 14 12 1 0 2 150 47 12 148 43 3 4 13 52 4 1429
split_gain=10.0759 1.12756 1.10903 0.801561 0.650023 0.477042 0.377066 0.316119 0.293648 0.276177 0.204628 0.199324 0.243847 0.191598 0.164007 0.138003 0.127716 0.118857 0.11773 0.106398 0.097033 0.0937548 0.0885142 0.0818046 0.0780076 0.0769382 0.0711795 0.0697009 0.0830547 0.0832654
threshold=0.10752500000000002 1.0000000180025095e-35 0.27287000000000006 -0.049509999999999992 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.091265000000000013 0.082585000000000006 0.077845000000000011 0.086920000000000011 -0.013514999999999998 0.086920000000000011 -0.017229999999999999 0.062655000000000016 0.08401500000000002 0.16175000000000003 0.18019500000000002 0.14285500000000004 1.0000000180025095e-35 0.081320000000000017 0.090285000000000018 -0.043434999999999994 -0.080324999999999994 -0.14847999999999997 -0.0057249999999999992 -0.10278499999999999 0.31359500000000001 -0.50940999999999981 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 5 7 22 10 18 -3 14 17 21 -2 27 20 -8 24 19 -5 25 -13 -4 -11 -9 -12 -26 28 -1 -30
right_child=2 9 6 8 -6 -7 16 11 -10 23 15 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00076308025183312181 0.00035460185725676689 0.00057345283914263516 0.00018802350810305637 0.00043889459280939646 0.0003737053223571097 0.00040191927695818809 0.00018386562953914267 0.0006719228960952099 0.00019949654932253992 0.00038751439213376376 0.00038348608243539797 0.00061058836288251453 0.00039371072473813173 0.00056156042851776772 0.00075072917775143065 0.00061137034190067484 3.0444176319767447e-05 0.00046324341174434208 0.00023298403587327952 0.00031344059058378208 0.00063185788782349982 0.00054070963245865739 0.00032416458571988763 0.00025173738382732358 0.00049965844250650154 0.00053843751194931216 0.00061246410642726453 0.0005572711728082868 0.00064603725844676607 0.00057231653081714047
leaf_weight=22 21 28 22 71 45 41 126 83 57 59 22 116 35 95 55 370 25 20 21 41 20 203 111 24 23 28 331 37 906 63
leaf_count=22 21 28 22 71 45 41 126 83 57 59 22 116 35 95 55 370 25 20 21 41 20 203 111 24 23 28 331 37 906 63
internal_value=0 0.000598302 0.00031376 0.000395658 0.000607165 0.000611589 0.000225517 0.000615272 0.000317245 0.000405061 0.000631924 0.000584001 0.000549074 0.000524094 0.000646411 0.000596266 0.000158465 0.000611055 0.000367709 0.000392969 0.00051643 0.00056612 0.000301645 0.000348254 0.00061782 0.000470259 0.000605135 0.000640829 0.000643949 0.000641244
internal_weight=0 2531 590 306 2420 2375 284 2334 190 111 1523 811 354 116 1083 440 151 457 133 112 70 319 133 83 437 50 354 1028 991 969
internal_count=3121 2531 590 306 2420 2375 284 2334 190 111 1523 811 354 116 1083 440 151 457 133 112 70 319 133 83 437 50 354 1028 991 969
is_linear=0
shrinkage=0.00196078


Tree=8556
num_leaves=31
num_cat=0
split_feature=1 3 123 39 132 393 44 4 2 48 12 12 457 11 1 11 11 11 11 49 151 147 43 3 4 0 133 13 50 43
split_gain=0.289297 0.0513725 0.0436839 0.0383162 0.0339371 0.0331156 0.0325589 0.0359066 0.0280663 0.0270849 0.0330009 0.080354 0.0263701 0.0253577 0.025346 0.0246589 0.0285687 0.0317374 0.0316513 0.0230216 0.0288648 0.0274196 0.0215137 0.051006 0.076743 0.0631202 0.0357528 0.0213409 0.0227029 0.0204295
threshold=0.10920500000000001 0.31370500000000007 1.0000000180025095e-35 0.087735000000000021 0.10365500000000001 0.084355000000000013 0.081805000000000017 0.042705000000000007 0.13913500000000004 0.14174500000000004 0.10673000000000001 0.11527000000000001 0.29113500000000009 0.084110000000000004 0.14754500000000001 0.097680000000000017 0.08976000000000002 0.086080000000000018 0.080705000000000013 0.13260000000000002 -0.08323499999999999 0.08789000000000001 -0.14386499999999997 -0.10217499999999997 -0.27825499999999997 -0.08095999999999999 -1.0000000180025095e-35 0.0049450000000000006 0.090210000000000012 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 14 9 7 8 12 10 13 -12 15 -2 -3 16 17 18 22 20 -9 -22 26 24 -24 -26 -1 -25 -29 -4
right_child=1 4 29 -5 -6 -7 -8 19 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=0.0026548450442285022 0.0043873992753162517 0.00046142719220370059 0.0055155801254191568 0.00168895514568486 0.0033604630698642599 -0.00020440458098337766 0.0084950898840491264 0.0080265503190457815 0.0014972932729870082 0.00055107907815413052 -0.0022804465562027572 0.0056049013959376948 0.0018181992737068373 0.0079169510691629152 -0.0037165247462689881 0.0019694625301781344 0.0085075443523237489 0.0015137905305230314 0.0082302392712114633 0.0010033853942083872 0.0043654041991121441 0.00070402087982405321 0.0071435376025664691 0.0053928151376789373 0.0046070920176465406 -0.002396647584898728 0.0069999761087916239 0.0047498994723942055 0.0014560186636151263 0.0024306395699766102
leaf_weight=22 177 53 28 157 29 21 28 20 20 22 24 28 22 23 20 22 28 22 37 22 291 22 26 1556 22 31 136 93 27 92
leaf_count=22 177 53 28 157 29 21 28 20 20 22 24 28 22 23 20 22 28 22 37 22 291 22 26 1556 22 31 136 93 27 92
internal_value=0 0.00249358 0.00501329 0.00295102 0.000466457 0.0036227 0.00510464 0.0050654 0.00522518 0.00391602 0.00420979 0.00196551 0.00526166 0.0047933 -0.000683217 0.00529912 0.00533575 0.00529072 0.00533333 0.00413641 0.0043434 0.00410805 0.0052773 0.00517668 0.00269357 0.000510565 0.00639496 0.00529372 0.00400878 0.00315046
internal_weight=0 554 2567 452 102 295 2447 2419 2064 274 252 52 2044 200 73 2022 2000 1972 1950 355 333 313 1913 1755 79 53 158 1676 120 120
internal_count=3121 554 2567 452 102 295 2447 2419 2064 274 252 52 2044 200 73 2022 2000 1972 1950 355 333 313 1913 1755 79 53 158 1676 120 120
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=31
num_cat=0
split_feature=1 4 150 150 14 16 1 12 14 2 10 484 12 3 43 1455 1453 52 11 393 15 15 4 16 4 2 51 4 16 3
split_gain=0.238991 0.0797512 0.0551313 0.0360713 0.0330033 0.0710685 0.0296706 0.0293129 0.0273389 0.0256085 0.0245074 0.0238559 0.0241968 0.0225046 0.0227584 0.0222739 0.0232113 0.031944 0.0298225 0.0226005 0.0255904 0.0209554 0.0283017 0.0200707 0.0329648 0.0199182 0.019677 0.0196399 0.0435141 0.0390038
threshold=0.095950000000000021 0.27287000000000006 1.0000000180025095e-35 -0.094239999999999977 -0.42495999999999995 -0.23935499999999996 0.14262000000000002 0.10016000000000001 0.062655000000000016 0.15109000000000003 -0.090429999999999996 -1.0000000180025095e-35 0.089085000000000011 -0.11171999999999999 -0.08595499999999999 -0.23681499999999997 -0.095239999999999991 -0.56176499999999996 0.079300000000000009 0.11333500000000001 0.13592500000000005 -0.56368999999999991 0.62736500000000006 -0.090344999999999995 -0.0086549999999999978 0.11411 -0.047599999999999996 -0.46376499999999993 0.013515000000000001 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -3 7 11 10 9 15 -6 12 -5 26 -15 -1 -17 -18 19 20 27 -12 -23 -4 -25 -26 -13 -19 -29 -30
right_child=1 4 23 6 5 -7 -8 -9 -10 -11 21 13 -14 14 -16 16 17 18 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0069691535309539176 0.00041551778183650012 0.0033658383146708683 0.0046935312147252262 0.0090839183446951213 0.0050984732703496282 -0.0044657281367108228 0.00077248454377379112 -0.0011499296977288194 0.0064365031526817584 0.0011224511678197555 0.0043772989160219293 0.0041413526372274479 0.004956384595039263 0.00054634244138882925 0.0039269418019795832 0.0011965052084997297 0.0081725169904530055 0.0062723866090943509 0.0016392648107070914 0.0073050642446164165 0.0016351938488539952 0.0016627437691851003 -0.0023680465132929385 0.002499571759725296 -0.0030434394064782697 0.0012118440698197282 0.0073774523855022651 0.004765286766230354 -0.00074462071948108222 0.0037424045200954424
leaf_weight=40 26 74 20 20 22 22 23 36 84 21 23 42 49 22 210 20 25 70 34 31 29 135 20 79 22 22 34 1595 21 250
leaf_count=40 26 74 20 20 22 22 23 36 84 21 23 42 49 22 210 20 25 70 34 31 29 135 20 79 22 22 34 1595 21 250
internal_value=0 0.00273583 0.00345448 0.00402479 0.00150416 0.000970195 0.00425939 0.00147693 0.0046669 0.00459731 0.00194977 0.00447212 0.00615277 0.00409561 0.00360637 0.00463181 0.00458676 0.00461975 0.004576 0.00462602 0.00458376 0.0015606 0.00114264 0.00175554 0.00127781 -0.000915798 0.00558908 0.00462793 0.00456624 0.0033947
internal_weight=0 901 569 426 332 258 400 236 2220 2136 200 377 69 308 232 2115 2075 2055 2030 1996 1965 178 155 143 123 44 76 1936 1866 271
internal_count=3121 901 569 426 332 258 400 236 2220 2136 200 377 69 308 232 2115 2075 2055 2030 1996 1965 178 155 143 123 44 76 1936 1866 271
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=31
num_cat=0
split_feature=1 1 15 10 0 10 123 148 49 402 0 15 11 48 43 52 4 0 3 0 2 3 48 13 43 475 133 133 1211 43
split_gain=0.194582 0.0491938 0.0376234 0.0371844 0.0426014 0.0351016 0.035244 0.0293668 0.0463129 0.0285641 0.0395421 0.0235587 0.0367111 0.0273809 0.0389258 0.0331984 0.0278928 0.0474338 0.0324576 0.0241095 0.0231259 0.0298241 0.0257357 0.0222818 0.033804 0.0229692 0.0399473 0.0226045 0.0308776 0.0347788
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 -0.079859999999999987 -0.05208999999999999 1.0000000180025095e-35 0.12630500000000003 -0.0084749999999999982 -0.083629999999999996 0.09388500000000001 0.010870000000000003 -0.15026499999999995 0.086080000000000018 0.089350000000000013 -0.53814999999999991 0.13140000000000004 -0.42529999999999996 0.034820000000000011 0.097915000000000016 0.11070500000000001 0.092235000000000025 -0.017889999999999996 0.085130000000000025 0.0049450000000000006 -0.17390999999999998 -0.088274999999999978 0.084760000000000016 0.099660000000000012 0.11789500000000001 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 20 4 -2 6 9 -4 -9 10 -5 -1 13 14 -13 -15 19 18 23 -16 -3 22 -22 25 -25 26 -18 28 29 -27
right_child=3 2 7 5 -6 -7 -8 8 -10 -11 -12 12 -14 15 16 -17 17 -19 -20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0058960891821306744 0.0013004585142646517 0.0033818993575679248 0.0016283959955908358 0.002625223160235432 -0.0044850888889050112 -0.00049966998340096331 -0.0016257320757358685 0.0079687622577572868 0.0037780494518485138 -0.00090723185945535084 0.0070680794708261442 0.0084786778011634433 7.3719921056181198e-05 0.003659348446293037 0.0045486348617400623 0.00027213867362921258 -0.00062785437718654682 0.00072017119158632485 0.00059299268759787087 0.0081605953404284785 -0.0032911539255027576 0.002313885325900461 0.0016652456985320899 0.0049804865024847596 0.0024303868037491095 0.0048498688935433541 0.004931967609029796 0.0037241380713270156 0.0081079571776521888 0.0032975885702452774
leaf_weight=79 35 85 50 224 20 48 20 30 218 20 22 22 22 167 42 35 24 39 24 33 22 87 20 82 142 989 28 297 26 169
leaf_count=79 35 85 50 224 20 48 20 30 218 20 22 22 22 167 42 35 24 39 24 33 22 87 20 82 142 989 28 297 26 169
internal_value=0 0.00399643 0.00311283 0.00160596 -0.000803377 0.00200271 0.00242269 0.00383925 0.00428499 0.00272708 0.00302255 0.00420021 0.00413764 0.00417983 0.00429652 0.00307246 0.00424796 0.00417008 0.00424563 0.0061379 0.00210126 0.00125742 -0.000930964 0.00429552 0.00336391 0.00443165 0.0023659 0.00450418 0.00469985 0.00462333
internal_weight=0 2732 512 389 55 334 286 298 248 266 246 2220 2141 2119 1917 202 1895 1820 1781 75 214 129 42 1757 224 1533 52 1481 1184 1158
internal_count=3121 2732 512 389 55 334 286 298 248 266 246 2220 2141 2119 1917 202 1895 1820 1781 75 214 129 42 1757 224 1533 52 1481 1184 1158
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 2 1 2 4 150 12 4 2 2 1 15 0 16 3 47 4 130 10 13 0
split_gain=13.4798 2.22075 1.48873 1.24842 0.971949 0.67632 0.49782 0.48595 0.452544 0.371342 0.337037 0.276405 0.262794 0.240294 0.216216 0.147016 0.222529 0.142046 0.131059 0.126629 0.11876 0.148116 0.157398 0.114412 0.109349 0.211365 0.104762 0.0991529 0.0945382 0.09396
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.27834500000000006 0.09253500000000002 0.14285500000000004 0.17025000000000004 0.089770000000000016 0.090425000000000019 0.40124500000000002 1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 -0.0091949999999999983 0.14530500000000005 0.076935000000000017 -0.15914499999999995 -0.11173999999999999 -0.11676499999999999 -0.12018999999999998 0.090100000000000013 0.41555500000000006 -0.076894999999999977 -0.38124499999999995 -0.0044799999999999987 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 -6 -5 14 13 15 17 -4 19 16 -1 -13 24 29 -18 22 -22 -17 26 -26 -3 -12 -28 -7
right_child=1 2 10 8 7 9 -8 -9 -10 -11 27 12 -14 -15 -16 23 20 -19 -20 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00092793506344938589 0.00070194533576757264 0.00020391870337354147 0.00035851815036156993 0.00065161617431948619 0.00063483504967593127 0.00065003334298795049 0.00086831465513436789 0.00036843063780600592 0.00037092019720052284 0.00044633229326338788 0.0001204723393654122 0.00052233669725830283 0.00046072314738058578 0.00017934262768065496 0.00047961784975410177 0.0005508090217226471 0.00084393313042654559 0.0006829049288332549 0.00020368786265744881 0.00072168342099038338 0.00073490817483295415 0.00072677993129144087 0.00054826546139376947 0.00069133335146004458 0.00052621797126779096 0.00027956299393715043 0.00031432997526206107 -5.7762257216096512e-05 0.0004032689029521315 0.00053453024403721672
leaf_weight=21 71 22 43 34 81 278 76 39 63 39 30 23 25 87 28 24 31 268 25 92 32 1036 38 310 34 22 127 20 72 30
leaf_count=21 71 22 43 34 81 278 76 39 63 39 30 23 25 87 28 24 31 268 25 92 32 1036 38 310 34 22 127 20 72 30
internal_value=0 0.00037397 0.000335289 0.000687303 0.000398971 0.000696297 0.000712855 0.000548254 0.000469308 0.0006295 0.000185989 0.00070632 0.00065364 0.000238608 0.00064619 0.000717478 0.000727931 0.000670214 0.000339654 0.00065785 0.000724237 0.000720882 0.000633588 0.000681236 0.000351925 0.000429318 0.000332314 4.91785e-05 0.000346509 0.000638783
internal_weight=0 673 602 2448 422 2351 1884 120 97 467 180 1808 316 130 428 1492 1158 291 302 400 1137 1106 70 334 277 56 221 50 199 308
internal_count=3121 673 602 2448 422 2351 1884 120 97 467 180 1808 316 130 428 1492 1158 291 302 400 1137 1106 70 334 277 56 221 50 199 308
is_linear=0
shrinkage=0.00196078


Tree=8560
num_leaves=31
num_cat=0
split_feature=1 97 46 52 2 133 1 40 0 15 16 3 0 1 2 43 130 41 448 39 34 2 14 455 1375 13 4 15 16 4
split_gain=0.203717 0.0568252 0.047421 0.0426018 0.0424833 0.0415348 0.0561101 0.0375432 0.0374821 0.0332897 0.0441796 0.0353724 0.0366832 0.0316335 0.0313905 0.0275256 0.027354 0.027231 0.0265077 0.0259064 0.0276592 0.0362956 0.0323124 0.0204276 0.0224055 0.0196444 0.0238182 0.0342346 0.0276489 0.0341833
threshold=0.11374000000000002 -0.0047149999999999996 0.084955000000000017 -0.26636999999999994 0.097070000000000004 -0.24227499999999996 0.16540500000000002 0.0046150000000000002 -0.13843999999999998 0.013270000000000002 -0.0092699999999999987 0.0022600000000000003 -0.26343999999999995 0.10984500000000001 -0.090999999999999984 -1.0000000180025095e-35 -0.0034949999999999994 0.081560000000000007 -0.051794999999999994 0.14059500000000003 -0.010024999999999997 0.11362000000000001 -1.0000000180025095e-35 0.088355000000000003 -0.16449999999999998 -0.28558999999999996 -0.0083799999999999986 -0.040804999999999994 -0.080509999999999984 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 13 -5 18 8 9 10 11 -6 -13 14 15 -3 -10 25 -7 20 -20 -22 -23 24 -16 -18 28 -28 -27 -30
right_child=3 2 -4 5 7 6 -8 -9 16 -11 -12 12 -14 -15 23 -17 17 -19 19 -21 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00020836436176776058 0.0047833524582286679 -0.00077031009132042536 0.0085429888889193544 0.0059859506064094611 0.0002626033380759664 -0.0018499386042267795 -0.0037144456790494068 -0.00075970369391143322 0.0072996984701603658 0.0058153253469970974 -0.0024358455780083719 0.0013218468404375017 0.0066496794993456988 0.0083717724168673163 0.0018108273023795902 0.0043555468507111075 0.0012545636260183528 0.00022850513661978766 -0.00013804670817655872 -0.0012921314723789692 0.0043157182922586804 0.003498913101237336 0.00080867333373484715 0.0070236073170478145 0.0044407793376768775 0.0083023500023409729 0.0027285809011868482 0.0062029195237247384 0.0039380546474120336 0.006960650827321742
leaf_weight=36 45 22 25 20 41 21 21 20 24 21 23 24 28 20 33 20 25 20 49 25 75 68 130 30 1763 20 171 34 222 45
leaf_count=36 45 22 25 20 41 21 21 20 24 21 23 24 28 20 33 20 25 20 49 25 75 68 130 30 1763 20 171 34 222 45
internal_value=0 0.00415447 0.00420846 0.00186296 0.00416688 0.00154164 0.00131314 0.00351215 0.00363455 0.00215167 0.00148843 0.00245895 0.00419068 0.00441587 0.00437351 0.00167057 0.00399668 0.00384906 0.00160004 0.00180883 0.00204959 0.00244224 0.00173259 0.00443568 0.00439246 0.00398912 0.00412807 0.00330481 0.00471611 0.00444748
internal_weight=0 2667 2631 454 2606 409 389 718 698 137 116 93 52 1888 1868 42 561 537 368 347 322 273 198 1826 1796 517 492 205 287 267
internal_count=3121 2667 2631 454 2606 409 389 718 698 137 116 93 52 1888 1868 42 561 537 368 347 322 273 198 1826 1796 517 492 205 287 267
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 2 2 4 1 15 1 0 132 133 12 4 13 1 52 475 12 15 483 4 16
split_gain=10.1289 1.67419 1.0963 0.912913 0.752515 0.571143 0.320463 0.310803 0.29326 0.260675 0.225476 0.194847 0.192257 0.319273 0.201405 0.170965 0.205024 0.126964 0.139058 0.118202 0.108634 0.0954824 0.0897644 0.0878736 0.0871631 0.085688 0.0810276 0.0795809 0.0754748 0.06546
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.27834500000000006 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.17025000000000004 -0.090999999999999984 -0.013514999999999998 0.089770000000000016 -0.17952999999999997 0.075045000000000014 -0.019414999999999998 0.08696000000000001 0.089200000000000015 0.090285000000000018 -0.036839999999999991 -1.0000000180025095e-35 0.086920000000000011 0.31359500000000001 -0.088274999999999978 0.096475000000000019 -0.077844999999999984 0.11236000000000002 0.0067750000000000006 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 17 7 25 11 12 -5 21 -1 15 19 -15 16 -7 18 -3 -14 -2 -4 23 24 -13 -6 -11 -21 -24 -18
right_child=1 2 10 9 6 8 -8 -9 -10 26 -12 22 13 14 -16 -17 29 -19 -20 27 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00045286075190479957 0.00067005971950643206 0.00033896449985076297 0.0001821999739841938 0.00056332753441643479 0.00064927604030506631 0.00061227926914996563 0.00034649982613732744 0.00077774770520179807 0.00041194468317108575 0.00039824767949588752 6.0746354125842613e-05 0.00054973318352871193 0.00062321518340769223 0.0005344638692251607 0.00026259264907070872 0.00068033796392421989 0.00038881370432528793 0.00018944773793348347 0.00021627033022810627 0.00053212841210127854 0.00050957361297085391 0.00030132252502116454 0.00062329687125931075 0.00055473537737563854 0.00065537373167403744 0.00051440043325092703 0.000247181475472947 0.00065957087011230431 0.00053639409972742926 0.00053363328933521035
leaf_weight=22 50 230 86 34 27 273 41 62 39 43 49 31 118 20 22 111 20 32 42 183 24 37 361 37 958 55 20 21 43 30
leaf_count=22 50 230 86 34 27 273 41 62 39 43 49 31 118 20 22 111 20 32 42 183 24 37 361 37 958 55 20 21 43 30
internal_value=0 0.000339768 0.000305394 0.000611377 0.000358633 0.000619069 0.00048804 0.000641792 0.000577965 0.000424963 0.000173225 0.000635987 0.000586079 0.000552847 0.000392055 0.000613952 0.000591138 0.000306275 0.000320019 0.00057382 0.00061801 0.000218034 0.000638804 0.000648553 0.000652062 0.000558811 0.00035029 0.000545247 0.000614047 0.000475705
internal_weight=0 673 599 2448 427 2351 123 1514 837 97 172 1452 798 364 42 434 323 304 272 322 74 123 1430 1026 989 82 63 204 404 50
internal_count=3121 673 599 2448 427 2351 123 1514 837 97 172 1452 798 364 42 434 323 304 272 322 74 123 1430 1026 989 82 63 204 404 50
is_linear=0
shrinkage=0.00196078


Tree=8562
num_leaves=31
num_cat=0
split_feature=1 3 9 123 123 130 4 13 15 151 13 132 3 133 44 4 3 2 15 41 42 402 0 43 0 42 42 394 15 2
split_gain=0.209569 0.0414048 0.0344435 0.0355038 0.0328791 0.0386889 0.0358374 0.0305697 0.0286228 0.0319574 0.0285842 0.0268705 0.0306739 0.0267282 0.0245766 0.0266196 0.0583989 0.035356 0.0341129 0.0266385 0.0386423 0.0303301 0.0265327 0.0264277 0.0261491 0.0593444 0.0592988 0.0315288 0.0238978 0.0237757
threshold=0.10920500000000001 0.31299000000000005 -1.0000000180025095e-35 0.083935000000000023 0.08128500000000001 -0.054924999999999995 -0.0070899999999999991 -0.071554999999999994 -0.026084999999999994 0.050660000000000004 -0.0069799999999999992 0.10613500000000002 0.42240500000000009 -0.030254999999999994 0.081805000000000017 -0.082249999999999976 0.092670000000000016 0.11474000000000002 -0.03241999999999999 0.085095000000000018 0.091205000000000008 0.10999000000000002 -0.036484999999999997 -0.067899999999999974 -0.085669999999999982 0.084435000000000024 0.085730000000000015 -0.081744999999999984 0.084840000000000013 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 14 5 -2 7 -7 9 -8 -6 12 -3 -5 15 17 22 19 -18 20 21 24 29 -24 26 27 28 -26 -4 -17
right_child=1 11 3 13 10 6 8 -9 -10 -11 -12 -13 -14 -15 -16 16 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00088126058069368208 0.00023602053591209216 0.00061752136000484213 0.006507042944140267 0.0053576902430948056 0.0019682915706076836 0.0024363209007550843 0.0027990781802180857 0.0068555868515858855 -0.00039813124725090652 0.0070464853383600716 -0.0016946102733965272 0.0032312790516208717 -0.0037625285195515192 0.0012381884425560694 0.007304550310696609 0.0042509541048835198 0.0029349957468609018 0.00071847586194053294 -0.001672151679173112 0.0013938494295689453 0.0078593883643600544 0.0015403583475675148 0.0042023657144801248 -0.00087685599748510879 0.0022703682921067078 0.00071168633443968645 0.010548315453343095 0.0053006628434835307 0.0034387744709172031 0.0072431176142008216
leaf_weight=30 41 67 60 21 101 23 155 49 24 20 27 26 21 63 28 1615 45 20 25 20 47 26 21 20 38 35 26 356 44 27
leaf_count=30 41 67 60 21 101 23 155 49 24 20 27 26 21 63 28 1615 45 20 25 20 47 26 21 20 38 35 26 356 44 27
internal_value=0 0.00210521 0.00424979 0.00428962 0.00254525 0.00309893 0.00353207 0.00544388 0.00284036 0.0032845 0.00119565 0.00040679 -0.000427718 0.00226806 0.00435885 0.00432484 0.0041197 0.00485996 0.00128959 0.004987 0.0051007 0.00487907 0.00423741 0.0017247 0.00503435 0.00465785 0.00627681 0.0050084 0.00520893 0.00430016
internal_weight=0 554 2567 2537 440 312 271 72 199 175 128 114 88 84 2453 2425 1753 672 70 652 632 585 1683 41 559 429 130 394 104 1642
internal_count=3121 554 2567 2537 440 312 271 72 199 175 128 114 88 84 2453 2425 1753 672 70 652 632 585 1683 41 559 429 130 394 104 1642
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=31
num_cat=0
split_feature=4 2 3 106 2 15 48 96 457 0 16 14 15 4 48 0 4 11 11 15 1 150 16 13 2 42 0 13 1210 2
split_gain=0.176303 0.0700366 0.0536526 0.0380333 0.0374685 0.0322687 0.0289392 0.0294106 0.0261243 0.0291452 0.0253161 0.0306462 0.0493111 0.025114 0.0250046 0.0476494 0.0376139 0.0247685 0.0246707 0.0375879 0.0223785 0.0228268 0.0222429 0.0219898 0.0219273 0.0219089 0.0289979 0.053876 0.0360807 0.0214084
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.25063000000000007 -0.15914499999999995 0.12118000000000002 0.086715000000000014 0.29113500000000009 -0.23051499999999997 -0.4714549999999999 -0.41790499999999997 -0.42198999999999992 0.51303500000000013 0.082620000000000013 0.041630000000000007 -0.050494999999999991 0.10334500000000001 1.0000000180025095e-35 0.085315000000000016 0.11230000000000001 0.090480000000000019 0.13751500000000003 -0.013304999999999999 0.11704500000000001 0.11387000000000001 -0.071719999999999992 -0.06532499999999998 -0.0049999999999999984 0.12844500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 23 7 10 9 -7 20 13 -13 -12 17 16 22 18 25 -20 21 -2 -16 -1 -14 -11 27 -27 -28 -18
right_child=4 -3 -4 -5 -6 8 -8 -9 -10 14 11 12 24 -15 15 -17 29 -19 19 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0081085503872098588 0.0057789490799895369 -0.00081272532556657536 0.00093823572739012658 0.0004091611417431024 -0.0023343753865143909 0.0070575294727138402 -0.0014712515582617086 -0.0011764746728456683 0.00098488511172153308 0.0040492138087314189 0.0043275430127877098 -0.0032371553716827824 0.0038984775764119048 0.00043925518996100157 0.0085770398401655273 -0.0011119952220469713 0.0032257084456419022 0.00049837655271403494 0.0043364671568109931 0.0082333616436431733 0.0018403596859356828 0.0024669428692983566 0.0041412301666031671 0.0046597231015124748 5.5843242036203404e-05 0.0038051143230404707 0.0069163746842918804 -0.0018124694417741513 0.0027035817861735057 -0.00016503327758982778
leaf_weight=29 46 33 63 31 24 29 26 27 31 1792 46 29 27 26 20 25 270 20 91 34 68 38 26 51 33 38 29 31 68 20
leaf_count=29 46 33 63 31 24 29 26 27 31 1792 46 29 27 26 20 25 270 20 91 34 68 38 26 51 33 38 29 31 68 20
internal_value=0 0.00376622 0.00382223 0.00389118 0.00149331 0.00393264 0.0017443 0.0019902 0.00386996 0.00390584 0.00226336 0.00138951 0.000148587 0.00292344 0.00386875 0.00309987 0.00341325 0.00400073 0.00403436 0.00539642 0.00318895 0.00428066 0.00606984 0.00590992 0.00178503 0.0039474 0.00284835 0.00128127 0.00396308 0.00299186
internal_weight=0 2731 2698 2635 390 2604 366 340 2524 2493 313 161 89 72 2464 361 336 2103 2083 125 152 84 46 80 60 1958 166 69 97 290
internal_count=3121 2731 2698 2635 390 2604 366 340 2524 2493 313 161 89 72 2464 361 336 2103 2083 125 152 84 46 80 60 1958 166 69 97 290
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=31
num_cat=0
split_feature=4 2 3 39 40 2 48 96 52 16 4 157 52 12 52 50 15 149 43 12 1424 0 484 51 16 43 16 13 42 391
split_gain=0.142806 0.0567297 0.0434586 0.0319993 0.036213 0.0303495 0.0234408 0.0238226 0.0234451 0.0231638 0.039803 0.039712 0.034554 0.0318307 0.0287419 0.0328304 0.0385513 0.0262848 0.0246069 0.0221939 0.0213654 0.0211141 0.0225155 0.0194246 0.0660465 0.0415169 0.0409318 0.0312895 0.0212965 0.021275
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.0091949999999999983 -0.08440499999999998 0.25063000000000007 0.12118000000000002 0.086715000000000014 -0.075329999999999994 -0.14771999999999999 0.024790000000000003 -0.029304999999999998 0.12603000000000003 0.080890000000000017 -1.0000000180025095e-35 0.079410000000000008 0.035560000000000008 0.079000000000000015 0.08845500000000002 -0.093619999999999995 1.0000000180025095e-35 0.034820000000000011 0.096415000000000015 0.081440000000000026 0.24134000000000003 -0.52440999999999993 -0.039889999999999988 -0.087934999999999985 0.085505000000000012 -0.077824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -2 13 17 -12 -13 -6 -15 16 -16 19 -18 -11 23 22 -10 25 26 -21 27 -25 -28 -27
right_child=5 -3 -4 4 9 -7 -8 -9 21 10 11 12 -14 14 15 -17 18 -19 -20 20 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=0.0071368444206503529 -0.0011902485619343464 -0.00073145285008870294 0.00084441214770315191 0.0010403204863602392 0.0068100815207192984 -0.0021009376117338738 -0.0013241264163158261 -0.0010588272108213493 0.0022749478175829872 0.00096976922077098579 -0.0015329035939648749 0.0030526097961466928 -0.0013010514946654441 0.0071726973020386975 0.0044064289477925437 0.0063347740448080007 -0.0016886349543570899 0.0068044036668725317 0.0028016696846031625 0.0080938493611202363 0.0061892513025785809 0.0051106810123504459 -0.0012129795690998435 0.0050653537787871848 -0.002344065623195923 0.0067830766573370926 0.007276600151499224 0.0019995180703337848 0.0036282722168834883 0.0035802086961312651
leaf_weight=24 21 33 63 60 48 24 26 27 248 33 25 206 20 22 48 27 26 25 23 21 31 24 20 41 23 21 32 177 32 1670
leaf_count=24 21 33 63 60 48 24 26 27 248 33 25 206 20 22 48 27 26 25 23 21 31 24 20 41 23 21 32 177 32 1670
internal_value=0 0.0033896 0.00344001 0.00350207 0.00346865 0.00134398 0.00156987 0.00179118 0.00203702 0.00352577 0.00343932 0.00224898 0.00266733 0.00457611 0.00384165 0.00325066 0.00239219 0.00358119 0.000419059 0.00354247 0.00358392 0.00226912 0.00201465 0.00354388 0.00280864 0.00367486 0.0032289 0.00257612 0.00545244 0.00361998
internal_weight=0 2731 2698 2635 2611 390 366 340 313 2551 2357 251 226 194 146 124 97 2106 49 2081 2048 292 268 2017 305 1712 282 218 64 1691
internal_count=3121 2731 2698 2635 2611 390 366 340 313 2551 2357 251 226 194 146 124 97 2106 49 2081 2048 292 268 2017 305 1712 282 218 64 1691
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=31
num_cat=0
split_feature=4 2 3 106 10 52 159 10 16 1 3 2 33 4 457 0 1 4 0 52 2 15 47 473 13 16 2 403 50 43
split_gain=0.115672 0.045951 0.0352015 0.0273011 0.0308127 0.026715 0.0299237 0.0244379 0.028324 0.0333141 0.0314752 0.0234952 0.0360812 0.0232367 0.0232183 0.0209338 0.0337094 0.0401514 0.027569 0.0266612 0.0222658 0.0256384 0.0224532 0.0220104 0.021375 0.0197572 0.0275653 0.0250965 0.0264975 0.0270598
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.085655000000000009 -0.062879999999999978 0.039215000000000007 0.10620500000000001 -0.062879999999999978 -0.54928499999999991 0.10374500000000002 -0.13309499999999996 -0.0091949999999999983 -0.0066799999999999993 0.50194500000000009 0.31508000000000008 -0.14832499999999996 0.077565000000000009 0.061775000000000004 -0.13455999999999999 0.0031350000000000002 0.14838000000000004 0.13592500000000005 0.11043500000000002 -1.0000000180025095e-35 0.038215000000000006 -0.083539999999999989 0.084855000000000014 -0.0091899999999999985 0.09586500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -2 -9 -10 13 12 -6 -11 15 16 -13 19 -17 -18 21 22 23 -20 -24 26 27 -25 29 -29
right_child=5 -3 -4 -5 11 6 -8 8 9 10 -12 14 -14 -15 -16 18 17 -19 20 -21 -22 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0070020015129730814 -0.0019126416591461748 -0.00065830750884770443 0.00075997094053678995 0.00020174071128900735 0.0035976014740299435 0.0035667126780210795 -5.8056892248714577e-05 0.0041464404798506839 -0.0032351453730370852 0.0013418397726491095 0.00037229892369419434 0.0079602281499484735 -0.0020090339557183061 0.005914915008470416 3.3762791882390559e-05 0.0012628667353322574 0.0041829887131312627 0.0079066110966959976 0.0063805976726302033 0.001104438284793022 0.0063773757524111067 0.00089417416954044404 0.002494977301482678 0.0034817151721171311 -0.0011120781462523154 0.0030760542082409019 0.0031815248366873629 0.0052177189182238803 0.0032487135226334876 0.0088266185109293262
leaf_weight=21 32 33 63 31 24 79 32 26 20 25 156 22 22 20 23 75 78 20 23 44 22 48 92 113 20 1485 341 63 37 31
leaf_count=21 32 33 63 31 24 79 32 26 20 25 156 22 22 20 23 75 78 20 23 44 22 48 92 113 20 1485 341 63 37 31
internal_value=0 0.00305064 0.00309601 0.00315186 0.00318698 0.00120958 0.00252173 0.000687537 0.0010244 0.000657104 0.00104439 0.00315596 0.000916167 0.00337432 0.00319657 0.00322551 0.00431784 0.00375353 0.00314928 0.00307269 0.00321147 0.00318055 0.00323033 0.00330414 0.00185086 0.00326996 0.00376218 0.00457368 0.0055156 0.00640789
internal_weight=0 2731 2698 2635 2604 390 111 279 247 221 201 2583 46 45 2537 2514 164 142 2350 122 2275 2253 2205 2093 112 2070 585 244 131 94
internal_count=3121 2731 2698 2635 2604 390 111 279 247 221 201 2583 46 45 2537 2514 164 142 2350 122 2275 2253 2205 2093 112 2070 585 244 131 94
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 1 14 2 2 4 2 2 2 131 160 1 4 4 1 474 47 3 12 50 51 3 13 0
split_gain=7.44203 1.16202 0.75782 0.60867 0.461928 0.412563 0.317679 0.237421 0.234576 0.224695 0.203011 0.178891 0.124909 0.192131 0.12792 0.102514 0.109147 0.0888352 0.0885552 0.0746594 0.130848 0.0747968 0.0745684 0.073649 0.0723617 0.0681873 0.0938224 0.0681566 0.0674379 0.062142
threshold=0.10538500000000002 -0.40306999999999998 0.12337000000000002 1.0000000180025095e-35 0.14285500000000004 0.088105000000000003 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.10672500000000001 0.092235000000000025 -0.111605 0.13754500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.086835000000000009 -1.0000000180025095e-35 0.086920000000000011 -0.0070899999999999991 -0.013125 0.093100000000000002 0.10008000000000002 0.090100000000000013 0.31534000000000006 0.10124000000000001 0.081075000000000022 0.078435000000000019 -0.15327499999999997 -0.078279999999999975 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 22 8 -5 10 18 17 -4 13 -13 -15 16 -14 -1 -7 21 28 -12 29 -18 -20 26 -19 -10 -21 -3
right_child=1 2 11 7 -6 9 -8 -9 27 -11 19 12 15 14 -16 -17 23 25 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054593826215552585 0.00051692022398227829 0.00035577745261201226 0.00033039290406561967 0.00049737729008643623 0.00030993402833957173 0.00059187815908123462 0.00031367407228389161 0.00029516352113016049 0.00067981214350675381 0.00027657785050525625 0.00050777499607726896 0.00013286658172804048 0.00017271832560954013 0.00041103103873776459 0.00022190640213689311 0.00023617362404331803 8.7217904582390928e-05 0.00050148112500857144 0.00050349054181793394 0.00052790012533870099 0.00032056429788616356 0.00062313758961075102 0.000359338661920866 -5.7471818947185435e-05 0.00035621761157791123 0.00053812160470526451 0.00036354343172938436 0.00056838726750333855 0.00046456918771260221 0.00024245184696610578
leaf_weight=1084 72 21 27 34 39 20 27 65 46 29 357 71 36 20 44 22 38 195 29 94 20 23 31 21 23 203 21 39 207 163
leaf_count=1084 72 21 27 34 39 20 27 65 46 29 357 71 36 20 44 22 38 195 29 94 20 23 31 21 23 203 21 39 207 163
internal_value=0 0.000281651 0.000253181 0.000515223 0.000521555 0.000318934 0.000525118 0.000364611 0.000527613 0.000422302 0.000523714 0.000178709 0.000162457 0.000203097 0.000281008 0.000115565 8.7634e-05 0.000536566 0.000480997 0.000496159 0.000474142 0.000514757 0.000270374 3.57182e-05 0.000438351 0.00051232 0.000488071 0.000628688 0.000484347 0.000255386
internal_weight=0 667 595 2454 2355 316 2316 99 2289 101 2204 279 252 135 64 117 95 1503 72 701 321 380 215 59 52 419 216 85 301 184
internal_count=3121 667 595 2454 2355 316 2316 99 2289 101 2204 279 252 135 64 117 95 1503 72 701 321 380 215 59 52 419 216 85 301 184
is_linear=0
shrinkage=0.00196078


Tree=8567
num_leaves=31
num_cat=0
split_feature=4 2 3 39 40 52 159 3 12 12 13 157 51 15 2 42 42 128 128 39 13 43 50 1184 399 43 133 13 15 401
split_gain=0.117305 0.0434418 0.0352338 0.0256642 0.0298951 0.0238956 0.0268327 0.0237808 0.0215178 0.030099 0.0210468 0.0245869 0.0282479 0.0240123 0.0339174 0.0210379 0.0280065 0.0271003 0.0256436 0.0230379 0.0209413 0.043582 0.0313058 0.0193005 0.0191808 0.0233791 0.0338546 0.0458779 0.0257752 0.0671569
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.0091949999999999983 -0.08440499999999998 0.039215000000000007 0.10620500000000001 0.42240500000000009 -0.10022999999999999 -0.086254999999999984 -0.097224999999999992 -0.50331999999999988 0.22234000000000001 -0.11033999999999998 0.083715000000000026 -0.093284999999999993 -0.091964999999999977 0.11170500000000001 0.096925000000000011 0.089130000000000015 0.0015850000000000003 -0.073404999999999984 1.0000000180025095e-35 0.086750000000000008 -0.088409999999999989 0.062770000000000006 -0.14717499999999997 -0.093219999999999983 0.082685000000000022 0.080710000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 -2 -10 13 -12 15 -6 -15 20 -17 18 19 23 -13 22 -22 24 -18 26 -26 -28 29 -29
right_child=5 -3 -4 4 10 6 -8 -9 9 -11 11 12 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0064943389006657526 0.0039862442447844409 -0.0004670585371610342 0.00084620407678090816 0.0010029092757031322 0.0071005076031993939 0.0035157147889273081 8.3257862024765933e-05 -0.0022886552260783706 -0.0024982399211730811 0.0011741812382332194 0.0061887095613336121 0.0051998803728363586 0.00033404948056808543 0.0069671958747440609 0.0029771877083026041 -0.00010416129759202402 0.0059825249210310487 0.00041767925269798277 0.0066619127634025754 0.0010920033838494488 0.003240848310780144 -0.00022768893062935342 0.0072231153599344768 0.0062954786978662016 0.0058648045152949642 0.0020073712596733926 -0.00017476846842328088 0.0030491621392150919 0.0037239617426267865 -0.0025389376149343498
leaf_weight=24 23 33 63 60 27 79 32 23 25 208 27 99 35 27 101 27 24 36 21 53 82 28 26 20 48 167 40 958 683 22
leaf_count=24 23 33 63 60 27 79 32 23 25 208 27 99 35 27 101 27 24 36 21 53 82 28 26 20 48 167 40 958 683 22
internal_value=0 0.0031392 0.00318331 0.00323919 0.00320927 0.00128519 0.00252618 0.000791463 0.00106819 0.000780145 0.00326116 0.0031881 0.00315391 0.00439048 0.00381883 0.00319619 0.00309574 0.00313743 0.00318552 0.00314929 0.00409346 0.00328805 0.00419954 0.00320487 0.00317304 0.00313788 0.0032457 0.00317188 0.00325238 0.00292372
internal_weight=0 2731 2698 2635 2611 390 111 279 256 233 2551 2396 2369 155 128 2334 2099 2072 2036 2015 235 136 108 1962 1942 1918 1751 1703 1663 980
internal_count=3121 2731 2698 2635 2611 390 111 279 256 233 2551 2396 2369 155 128 2334 2099 2072 2036 2015 235 136 108 1962 1942 1918 1751 1703 1663 980
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 4 4 2 1 2 2 4 3 14 16 0 50 4 130 4 49 1420 15 4 4 14 16 1 160 159
split_gain=7.9214 1.31881 0.819149 0.72531 0.609512 0.374257 0.282069 0.245984 0.232753 0.228491 0.205818 0.196037 0.191397 0.18697 0.186086 0.147836 0.13438 0.131912 0.127791 0.105302 0.0915434 0.0837235 0.081787 0.0843269 0.0778765 0.0758823 0.161118 0.0883063 0.074514 0.168668
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.40473500000000007 0.13913500000000004 0.09253500000000002 -1.0000000180025095e-35 0.10045500000000002 0.40124500000000002 0.086245000000000016 0.062655000000000016 -0.44310499999999992 -0.07929499999999999 0.086295000000000011 -0.031404999999999995 -0.076894999999999977 -0.023539999999999995 -0.017229999999999999 -0.078304999999999986 -0.41396999999999995 0.015030000000000002 -0.012509999999999999 -0.46413499999999996 -0.008904999999999998 0.11414000000000001 -0.069549999999999987 -0.032739999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 7 20 12 -5 -3 -11 14 13 15 -7 -1 22 -14 -12 -20 -6 -17 -4 -24 28 -21 27 -27 29 -23
right_child=1 2 16 8 6 11 -8 -9 -10 10 18 -13 17 -15 -16 21 -18 -19 19 25 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00056773288532721599 0.00054194419543595934 0.00018000557863920489 0.00016242874074069892 0.00049977307481800803 0.00037080134042511749 0.00057184450491626912 0.00029252211880677228 0.00033557463656453524 0.00029846842116955982 0.00046388140021293769 0.00012315996657764796 0.0003134562812891661 0.00053158775510187613 0.00065850084000567094 0.00046347215766578953 0.00063683132850007027 0.00024989010064782184 0.000401909976467198 0.00039674095561358878 0.00037873444624808653 0.00051999599216323274 0.00055270642327987928 0.00013464300269555994 -1.1901913336549189e-05 0.00045494520980300326 0.00033231882449843774 0.00012195772794279961 0.0002224423743992382 0.00054239146075553846 0.00036733639106957934
leaf_weight=1208 74 100 41 34 21 85 46 20 63 24 20 25 76 70 215 27 27 50 29 21 64 46 26 36 55 66 29 49 442 32
leaf_count=1208 74 100 41 34 21 85 46 20 63 24 20 25 76 70 215 27 27 50 29 21 64 46 26 36 55 66 29 49 442 32
internal_value=0 0.000294994 0.000264485 0.000535189 0.000302661 0.000542044 0.000416203 0.000551953 0.000369029 0.000258655 0.000291701 0.000480276 0.00055411 0.000559069 0.000494178 0.000555223 0.00012676 0.000480128 0.000272391 0.000287775 0.000483136 0.000530121 9.44838e-05 4.95524e-05 0.00052511 0.000268624 0.000252566 0.000285502 0.000532531 0.000476657
internal_weight=0 673 599 2448 469 2351 131 2026 97 338 238 325 2006 1880 300 1810 130 126 214 194 85 602 103 62 575 165 144 115 520 78
internal_count=3121 673 599 2448 469 2351 131 2026 97 338 238 325 2006 1880 300 1810 130 126 214 194 85 602 103 62 575 165 144 115 520 78
is_linear=0
shrinkage=0.00196078


Tree=8569
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 4 47 2 2 4 4 0 15 150 12 4 1 158 47 131 15 10 4 474 1 13 0
split_gain=8.61159 1.43165 0.918984 0.776386 0.546911 0.413599 0.267703 0.239566 0.231721 0.217822 0.217755 0.169405 0.17509 0.156604 0.194882 0.152642 0.110044 0.0974111 0.0838732 0.0832252 0.081961 0.0749804 0.072704 0.0716767 0.118034 0.0706028 0.0672985 0.0667507 0.0575498 0.0536259
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.13082500000000002 0.14285500000000004 0.14753000000000002 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.08815000000000002 0.022185000000000003 0.089770000000000016 0.085030000000000008 0.090100000000000013 0.091440000000000007 -0.41942499999999994 -0.38124499999999995 -0.51253999999999988 0.032465000000000008 0.083345000000000016 -1.0000000180025095e-35 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 21 6 13 -5 -6 11 16 12 -4 14 15 -1 18 19 26 25 27 -3 -2 -13 -25 -16 29 -15 -14 -7
right_child=1 2 9 7 8 10 -8 -9 -10 -11 -12 23 28 20 17 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00056767417951618002 0.00055524978432303855 0.00023035710661633524 0.00027507769326321602 0.00047172137925233752 0.00048011643567719993 0.00050625408697563214 0.00064230149458806252 0.00026749174356683182 0.00027458241075472114 0.00029199959181806106 0.00032395003836409059 0.00012900940844202505 9.9332640637837189e-05 0.00047716528359422725 0.00067001240802746196 0.00037639299459284073 0.00035656118155413113 0.00052049389969317046 0.00044692400033414836 0.0004497702650762364 0.00055363253157406566 0.00033157421533290608 0.00041685714733366873 0.0001118000477972422 -7.0624762820384286e-05 0.00055197951721585366 0.00059041487395019665 0.00038229197657164087 0.00020309978414302559 0.00040580150587936798
leaf_weight=23 54 191 40 34 71 183 79 63 30 34 39 32 86 81 20 53 27 794 134 30 33 33 20 25 30 755 33 44 27 23
leaf_count=23 54 191 40 34 71 183 79 63 30 34 39 32 86 81 20 53 27 794 134 30 33 33 20 25 30 755 33 44 27 23
internal_value=0 0.000260548 0.000228761 0.000510988 0.00029928 0.000518081 0.000530543 0.000339077 0.000419067 0.000145117 0.000463806 0.000124308 0.000163591 0.000525726 0.000531293 0.000434281 0.000477441 0.000535904 0.000486192 0.000551103 0.000466716 0.000245269 0.000517846 5.52248e-05 1.22956e-05 0.000555026 0.000508208 0.00044377 0.000124127 0.000495039
internal_weight=0 673 599 2448 325 2351 1912 97 101 274 439 240 153 1833 1675 76 400 1599 373 805 158 224 74 87 55 775 239 125 113 206
internal_count=3121 673 599 2448 325 2351 1912 97 101 274 439 240 153 1833 1675 76 400 1599 373 805 158 224 74 87 55 775 239 125 113 206
is_linear=0
shrinkage=0.00196078


Tree=8570
num_leaves=31
num_cat=0
split_feature=4 3 9 123 15 40 48 156 0 4 2 160 3 2 12 12 43 43 16 155 160 2 1420 16 4 131 1 3 0 12
split_gain=0.149646 0.0503513 0.0445833 0.0432696 0.031762 0.0351523 0.0282028 0.0382763 0.0419199 0.029616 0.0304272 0.0357217 0.0284462 0.0264073 0.0246871 0.0402373 0.0268575 0.0519449 0.0411856 0.0271883 0.0241013 0.0303892 0.0243493 0.022838 0.0264242 0.0256332 0.0362861 0.0267422 0.0315028 0.0430831
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 -0.15914499999999995 0.051255000000000002 0.082620000000000013 0.078780000000000003 0.041630000000000007 -0.050494999999999991 0.086375000000000021 1.0000000180025095e-35 0.11296500000000002 0.25063000000000007 0.08598500000000002 0.085885000000000017 0.016310000000000002 0.10915000000000001 -0.14322499999999996 0.087925000000000017 -0.54200499999999985 0.092120000000000021 -0.084814999999999988 -0.073404999999999984 0.066685000000000008 0.090445000000000011 0.08864000000000001 -0.079379999999999992 -0.082724999999999979 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 12 8 9 -8 11 -11 14 -2 15 16 18 -18 -6 -20 21 -16 -22 24 25 27 -27 28 29 -24
right_child=13 -3 4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 20 -17 17 -19 19 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0027428881453704975 0.0017313121386160063 0.0010236811092959029 0.0056776946398469329 0.0033601239766854773 0.0076180017139846224 0.00027523407402137916 0.0058364442789752505 0.0060566980624571446 -0.0011528162820333685 0.0061111256632063052 0.0020730715538134657 0.0015290033824082155 0.00085821377265787196 -0.0016928028237695497 0.0087361783321414678 0.0086363189356316906 -0.00047665194668356452 0.0060600795579375706 0.0040924213582451451 0.007685910582288423 0.0065857109902599069 0.0034178817941045224 0.0037235156454652829 0.0031667373514672626 0.0022429892781202668 0.0046578350303984805 0.0094052511755199665 0.0053236646619195631 0.0026004862858256253 0.0076011737675539086
leaf_weight=21 366 73 82 26 39 30 32 36 27 46 230 27 31 24 21 22 31 20 490 22 27 22 158 724 77 69 21 107 185 35
leaf_count=21 366 73 82 26 39 30 32 36 27 46 230 27 31 24 21 22 31 20 490 22 27 22 158 724 77 69 21 107 185 35
internal_value=0 0.00361464 0.0036858 0.000633246 0.00374075 0.00367794 0.00371879 0.00294694 0.00263768 0.00294319 0.00263763 0.00441637 0.00386501 0.0015206 0.00391004 0.00443574 0.00428223 0.00208677 0.00448544 0.00424683 0.00368318 0.00601519 0.0036117 0.00355335 0.00398265 0.00421562 0.00576557 0.003928 0.00353293 0.00442672
internal_weight=0 2731 2658 47 2611 2529 2499 398 362 335 303 73 2101 390 2070 624 602 51 551 512 1446 43 1403 1376 652 575 90 485 378 193
internal_count=3121 2731 2658 47 2611 2529 2499 398 362 335 303 73 2101 390 2070 624 602 51 551 512 1446 43 1403 1376 652 575 90 485 378 193
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 2 10 2 10 403 159 12 3 15 150 3 47 12 3 40 43 3 4 1 12 43 4 15 41 49
split_gain=0.123923 0.0405881 0.046351 0.0408492 0.036435 0.0359358 0.0278025 0.0399386 0.0363173 0.0276127 0.0317751 0.0274812 0.0426601 0.0319189 0.0376616 0.0226017 0.021969 0.0219428 0.0252896 0.0297417 0.02148 0.0303569 0.0280387 0.0227046 0.021782 0.022613 0.0200257 0.0182581 0.0218077 0.0376098
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.080614999999999978 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.085340000000000013 0.10382000000000001 -0.42850999999999995 0.16158000000000003 -0.40580499999999992 0.092010000000000022 0.12745000000000004 0.11518500000000002 -0.081419999999999979 -0.13927999999999999 -0.050459999999999998 -0.078139999999999973 0.12178000000000001 1.0000000180025095e-35 0.10984500000000001 -0.092484999999999984 -0.085594999999999991 0.50996500000000011 0.13592500000000005 0.083975000000000008 -0.15302999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -3 7 8 -2 10 20 -9 15 -14 -15 17 -10 -13 -19 -20 22 -22 24 -23 -5 -26 -8 28 29 -7
right_child=6 5 -4 4 -6 27 26 11 16 -11 -12 12 13 14 -16 -17 -18 18 19 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001433696549223817 0.00058023673835012955 0.0068766245389512426 -0.0016279629395844844 -0.00041682080901227892 0.006521588674961375 0.0077925601275637751 -0.0033104314158360162 0.0043418771342840041 0.0062470210321260164 0.0057350069292754473 0.0049725289649746205 0.003117168525544306 0.0015045045463796215 -0.0064567138068377973 -0.00031981132575310768 0.0042403541563544424 0.0024954567663371566 0.002753136118619957 0.001009837158576206 -0.0037768268361687662 0.0031802088473805532 -0.0020252380697500139 -0.0010295969777507708 0.0022619420608195168 0.0049856679310323676 0.0013989216627147145 0.00084146800352475389 0.0013754655686088054 0.0010596193163349343 0.0034350699088313112
leaf_weight=23 33 30 26 25 26 20 21 20 37 28 47 30 20 20 20 24 27 22 27 25 243 21 40 30 32 39 26 44 38 2057
leaf_count=23 33 30 26 25 26 20 21 20 37 28 47 30 20 20 20 24 27 22 27 25 243 21 40 30 32 39 26 44 38 2057
internal_value=0 0.00324234 0.00249856 0.00269222 0.00287093 0.00343941 0.00125034 0.00159921 0.0032749 0.00268298 0.00250382 0.000817763 0.000442857 -0.00175734 -0.00338826 0.0014742 0.00466433 0.000835856 -8.9001e-05 -0.00129144 0.00223399 0.00271469 0.00119482 0.000496633 0.00212165 0.00301548 -0.00101364 0.00339165 0.0034336 0.00347703
internal_weight=0 2769 580 554 531 2189 352 305 97 505 477 208 188 60 40 128 64 104 74 52 430 294 136 51 96 71 47 2159 2115 2077
internal_count=3121 2769 580 554 531 2189 352 305 97 505 477 208 188 60 40 128 64 104 74 52 430 294 136 51 96 71 47 2159 2115 2077
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=31
num_cat=0
split_feature=4 2 1 1348 1456 48 11 48 0 3 43 128 48 2 1208 12 16 10 16 149 14 13 16 39 16 472 42 15 48 51
split_gain=0.102583 0.038494 0.0329814 0.0369122 0.0355829 0.0337324 0.0314661 0.0247251 0.0240537 0.0229587 0.0362045 0.0316178 0.0249041 0.0255792 0.0232503 0.0211129 0.0388665 0.0270332 0.0248925 0.0429204 0.0262959 0.0221687 0.0203589 0.0328688 0.0201563 0.0195971 0.0179638 0.0179192 0.0219861 0.0280492
threshold=0.26450500000000005 0.17025000000000004 0.090540000000000023 1.0000000180025095e-35 -0.00059999999999999995 -0.072824999999999987 0.083010000000000014 0.13983000000000004 0.089620000000000019 -0.088784999999999989 -0.10603999999999998 0.093785000000000021 0.10990500000000002 0.10774000000000002 0.086590000000000014 -0.10022999999999999 -0.29154999999999992 -0.15282499999999996 -0.4179199999999999 0.07770500000000001 -0.41076499999999994 0.086705000000000018 -0.50859499999999991 0.087690000000000004 -0.079109999999999986 -1.0000000180025095e-35 -0.071704999999999977 -0.11033999999999998 0.089350000000000013 0.11794000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 -4 -6 7 9 15 10 -7 12 13 14 -11 16 -2 -17 19 21 -20 22 -19 -24 -15 -8 -13 -1 -29 -30
right_child=8 -3 3 -5 5 6 25 -9 -10 11 -12 26 -14 24 -16 17 -18 18 20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0042948702387922612 0.0013228583456266945 -0.00046212950890714476 0.0048352181308398967 -0.0016330182277174159 0.0063521238352404908 0.0026918120636504946 0.002215812004370881 -0.00098789750731417109 -0.0020932328776412067 0.0023331546540155462 -0.0032531456183642151 0.0070576870033983137 0.0046498422553254799 0.0021629046415910127 -0.001180389365181327 -0.0021732434283573336 0.006699930271133781 0.00086995566636323927 0.0013159657548936648 0.0060716670305144202 -0.0019592085160697117 -0.0013513721894317619 0.0051427005311927287 0.00011101727970526555 -0.0015581297817186931 0.0053413144089876022 0.0028700812259644624 0.0032009694753082039 0.0011349404842171463 0.0048620066661387686
leaf_weight=136 41 33 61 22 20 21 35 28 21 323 20 20 33 24 20 24 20 75 66 23 39 24 37 20 37 47 21 1700 105 25
leaf_count=136 41 33 61 22 20 21 35 28 21 323 20 20 33 24 20 24 20 75 66 23 39 24 37 20 37 47 21 1700 105 25
internal_value=0 0.00293256 0.00297408 0.00240108 0.00252608 0.00230905 0.00218049 0.00190664 0.00119879 0.0020628 -0.000208167 0.00225759 0.00200848 0.00179272 0.00212828 0.00138614 0.00308583 0.00104951 0.00132186 0.0020389 9.94725e-05 0.00144432 0.00195263 0.0033772 -9.41162e-05 0.00400726 0.00491282 0.00318742 0.00310512 0.00185168
internal_weight=0 2731 2698 732 710 649 629 547 390 519 41 478 437 404 343 369 61 308 284 179 105 156 132 57 61 82 41 1966 1830 130
internal_count=3121 2731 2698 732 710 649 629 547 390 519 41 478 437 404 343 369 61 308 284 179 105 156 132 57 61 82 41 1966 1830 130
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 123 0 2 0 2 12 2 4 4 14 52 0 0 3 4 15 2 4 2 43 2
split_gain=5.53453 0.711381 0.601947 0.385496 0.360073 0.272642 0.219352 0.179241 0.164879 0.144516 0.143059 0.132872 0.11882 0.114314 0.109436 0.108005 0.114758 0.0896016 0.0877587 0.0737663 0.0716728 0.0715894 0.0680468 0.0673631 0.166029 0.0983594 0.0554531 0.052479 0.0492538 0.106619
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.091475000000000015 -0.15464999999999998 0.40124500000000002 0.088205000000000019 -0.067094999999999988 0.092235000000000025 -0.23194499999999998 0.13754500000000003 0.13597000000000004 -1.0000000180025095e-35 0.50822500000000004 -0.0086549999999999978 0.076175000000000007 1.0000000180025095e-35 -0.088774999999999979 -0.14001499999999997 0.149315 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.0070899999999999991 0.10381000000000001 -0.079914999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 12 13 18 -6 26 22 11 -9 -1 15 17 -3 -17 20 21 27 -8 -4 -7 25 -25 -14 -5 -13 -2 -30
right_child=1 5 6 8 7 9 14 10 -10 -11 -12 19 23 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00059768185949155559 0.00021315892726263754 0.00014372253998394825 0.00038901406942921528 0.00050129413045783985 0.00046608063154945185 0.00039246569249351153 0.00055682487016035234 0.00041562860182461144 0.00028373395156384805 0.00014818646300698862 0.00019739014626133676 0.00033815893234337424 0.00053447963152379846 0.00010527105158364889 0.0003560096907624652 0.00034738518121581869 0.00015291769696655226 0.00043054384083541879 0.0005822923415508605 0.00040394542446615651 0.00046974674738368396 0.00049718032071137939 0.00025517229754588893 0.0004585178616053979 0.00027699632033548384 0.00037310090463827636 0.00040335086039685789 0.00022926013293467264 0.00039443737495930593 0.00025798356373805546
leaf_weight=22 47 65 24 46 40 35 39 62 29 21 30 27 53 102 39 28 20 240 46 20 533 1188 23 76 26 20 43 46 28 103
leaf_count=22 47 65 24 46 40 35 39 62 29 21 30 27 53 102 39 28 20 240 46 20 533 1188 23 76 26 20 43 46 28 103
internal_value=0 0.000257371 0.000468256 0.000325226 0.000400656 0.000189054 0.000481782 0.000347063 0.000412135 0.000287559 0.000321329 0.000345317 0.000461867 0.000152859 0.000457469 0.000195815 0.000266357 0.000462342 0.000498229 0.000298443 0.000475684 0.000495038 0.000338022 0.000444793 0.000412248 0.000490266 0.000453973 0.000269538 0.000267612 0.000287149
internal_weight=0 590 2531 296 422 294 2109 225 118 79 185 155 197 215 851 113 48 812 1258 93 572 1212 58 175 102 73 89 73 178 131
internal_count=3121 590 2531 296 422 294 2109 225 118 79 185 155 197 215 851 113 48 812 1258 93 572 1212 58 175 102 73 89 73 178 131
is_linear=0
shrinkage=0.00196078


Tree=8574
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 14 12 4 2 2 2 0 4 157 13 49 4 52 1 1 47 49 47 4 16 14 1 1420 15
split_gain=9.24312 1.11327 1.05497 0.79788 0.54294 0.408617 0.360635 0.331597 0.261242 0.257814 0.195546 0.158579 0.191403 0.149701 0.148363 0.14518 0.143354 0.139134 0.130012 0.123195 0.113608 0.0985605 0.0942318 0.0919036 0.0967057 0.0895627 0.0833916 0.0845769 0.0833598 0.0777853
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.12958500000000003 0.076175000000000007 0.095330000000000012 -0.17966999999999997 0.14285500000000004 0.098035000000000011 0.10402500000000002 -0.067094999999999988 0.061775000000000004 -0.071119999999999989 -0.00096999999999999983 0.12497000000000001 0.024790000000000003 -1.0000000180025095e-35 0.15471500000000002 0.096255000000000021 0.078345000000000012 -0.0081349999999999981 0.077555000000000013 -0.064054999999999987 -0.013024999999999998 -0.44847999999999993 0.11414000000000001 -0.083904999999999993 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 10 26 7 28 -6 14 23 12 20 16 -5 21 -9 -17 -13 -7 -10 -16 -2 24 -1 -26 -3 -28 -4 -12
right_child=1 5 6 9 8 19 -8 13 11 -11 29 18 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00063346842017779543 0.00039278712235808538 0.00035742160337271157 0.00068734824880871675 0.00017968843408001987 0.00057518755561147285 0.00016467325318868212 0.00072737638025529802 0.00055652361792528761 0.00052235212000174825 0.00016742607897376631 0.00052673882147406825 0.00019297035608221503 0.00026953597994996048 0.00045171241965640175 0.00026337838406346515 0.00054023874300591554 0.00041162325193223751 0.00033017465638896572 0.00037004212697771996 3.258576752299688e-05 0.00038974740290784063 0.00040118374698603932 0.00053946423661200096 0.00070131411836817374 0.00046290386181337194 0.0006203701961385547 0.00032122896595674933 0.00019756893412776146 0.00058915881831588153 0.00038892494739609985
leaf_weight=48 21 41 34 20 31 121 63 420 54 44 32 25 25 73 56 27 28 22 44 35 46 31 85 24 41 21 37 50 1491 31
leaf_count=48 21 41 34 20 31 121 63 420 54 44 32 25 25 73 56 27 28 22 44 35 46 31 85 24 41 21 37 50 1491 31
internal_value=0 0.00029082 0.00056335 0.000372875 0.000473858 0.000202409 0.000581257 0.000576758 0.000408048 0.000299983 0.000549021 0.00038134 0.00042299 0.000534051 0.000337371 0.00036056 0.000547467 0.000445924 0.000305886 0.000135038 0.000461354 0.000312481 0.000510406 0.00059138 0.000567394 0.000516239 0.000284517 0.00025016 0.000591348 0.000458926
internal_weight=0 590 2531 306 422 284 2109 2046 225 200 197 194 125 521 156 136 448 49 69 156 100 87 106 134 110 62 128 87 1525 63
internal_count=3121 590 2531 306 422 284 2109 2046 225 200 197 194 125 521 156 136 448 49 69 156 100 87 106 134 110 62 128 87 1525 63
is_linear=0
shrinkage=0.00196078


Tree=8575
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 2 43 3 3 13 34 124 2 48 0 12 12 0 43 52 1428 1213 2 1454 4 43 15 42 475 3
split_gain=0.134103 0.0440725 0.0377668 0.0347794 0.0316195 0.0257459 0.0250525 0.0255977 0.0229857 0.0363245 0.0230759 0.0238737 0.0277455 0.0215943 0.0205727 0.019139 0.0330473 0.0342192 0.0304497 0.0356858 0.0219092 0.0209206 0.031839 0.0274163 0.0275202 0.0300021 0.0280957 0.0213796 0.03107 0.0308963
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.080614999999999978 -0.078139999999999973 0.12178000000000001 0.31370500000000007 -0.47860499999999995 -0.038779999999999995 0.091025000000000009 0.116525 -0.024949999999999996 -0.13027499999999997 0.08598500000000002 0.085885000000000017 -0.14920999999999998 -0.0017249999999999998 0.083680000000000018 -0.020064999999999996 0.085435000000000025 0.090790000000000023 0.083100000000000021 -0.080364999999999978 -0.081154999999999991 0.087485000000000021 0.083995000000000014 -0.085734999999999992 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -3 -5 13 10 14 -2 12 -12 -8 -10 16 17 -7 21 -20 -17 22 23 24 26 27 -19 28 -26 -29
right_child=8 5 -4 4 -6 15 7 -9 9 -11 11 -13 -14 -15 -16 20 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00098953349515795708 -0.00066070403536838121 0.0064822828089217514 -0.0010794244903641252 0.0017365614713734214 0.0063833738104082079 0.0072685490595176816 0.0015559973476757839 0.001338791112206748 -0.00071921105845831337 -0.0026497029418618805 0.0040595065639673243 -0.0011042082402855158 0.0015791717428867943 0.0039751872733512971 0.003153890697285533 0.00028187135784802113 0.0077420808064440896 0.0047171736901937579 0.003671067621326074 -0.00096021272308592284 0.0034586711541319767 0.0011519422916614491 0.0081400764622958383 0.00044255618238821627 0.0085790076345967307 0.00096375228183913158 0.0086568333208560944 -0.00012273485778926195 0.0040829095916420808 0.0041204775161205387
leaf_weight=23 33 31 26 153 26 29 43 58 24 34 73 20 118 260 32 22 24 85 41 28 1643 23 20 20 22 36 23 22 51 78
leaf_count=23 33 31 26 153 26 29 43 58 24 34 73 20 118 260 32 22 24 85 41 28 1643 23 20 20 22 36 23 22 51 78
internal_value=0 0.00341496 0.00264676 0.00281884 0.00298105 0.00362081 0.00280895 0.00326345 0.00129453 -7.14051e-05 0.00179836 0.00218295 0.00252715 0.00363187 0.00149399 0.00357988 0.00412111 0.00393931 0.00372428 0.00179171 0.0034167 0.00407519 0.00426352 0.00403346 0.00426002 0.00359023 0.00555618 0.00413678 0.0054379 0.00318697
internal_weight=0 2787 589 563 540 2198 514 361 334 90 244 211 191 303 56 2167 502 478 449 69 1665 380 357 337 317 209 108 173 73 100
internal_count=3121 2787 589 563 540 2198 514 361 334 90 244 211 191 303 56 2167 502 478 449 69 1665 380 357 337 317 209 108 173 73 100
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 1 2 159 1 457 1 1 1 14 49 12 4 2 150 0 147 1 4 43 475 52 4 159
split_gain=12.4851 1.41702 1.3564 1.001 0.962944 0.52216 0.450595 0.362403 0.350595 0.349187 0.24718 0.214143 0.317665 0.211507 0.196231 0.189312 0.158564 0.155843 0.152162 0.131634 0.136398 0.122265 0.120447 0.112005 0.171409 0.106829 0.0926586 0.0915532 0.0881367 0.0832626
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.091265000000000013 0.12958500000000003 0.092845000000000025 0.14285500000000004 0.082585000000000006 0.088340000000000016 0.080930000000000016 0.089875000000000024 0.16175000000000003 1.0000000180025095e-35 0.062655000000000016 -0.012034999999999999 0.08401500000000002 -0.0057249999999999992 0.14285500000000004 1.0000000180025095e-35 -0.038659999999999993 0.088610000000000008 0.089770000000000016 -0.17966999999999997 -0.080324999999999994 -0.088274999999999978 0.40674500000000008 0.015030000000000002 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 10 22 -4 11 19 15 14 -13 -8 21 26 -2 18 -12 20 -5 28 -3 -16 -25 -9 -1 29 -7 -28
right_child=1 6 7 9 -6 8 13 25 -10 -11 17 12 -14 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00059816958328435578 0.00041449332436291027 0.0003456805351022846 0.00059579570071202192 0.00047187253546641136 0.00037486648118054426 0.00065282418601923602 0.00019360492294499517 0.0004050231488753018 0.00044392501942854597 0.00021253657968685867 0.00042145342471446582 0.0006501266570652232 0.00031858701153895729 -3.205883298434463e-06 0.00079364618706498661 0.00080687275598839291 0.00060712702902635744 0.00066007050690008074 0.00062635949206364531 0.00025538310060798855 0.00033054321289513683 0.00053617008253683922 0.00018326371389047269 0.00072532576392229139 0.00056327630888629223 0.00023977244521746017 0.00074644338836708638 0.00058079088084837967 0.00060131129674962757 0.00069399282880188253
leaf_weight=37 20 107 37 73 45 363 131 53 39 58 22 25 20 25 40 61 92 322 38 22 41 53 21 78 37 21 134 25 197 884
leaf_count=37 20 107 37 73 45 363 131 53 39 58 22 25 20 25 40 61 92 322 38 22 41 53 21 78 37 21 134 25 197 884
internal_value=0 0.000332557 0.000649295 0.000425131 0.000659017 0.000664401 0.000232811 0.00043735 0.000625529 0.00033992 0.000686146 0.000634241 0.000502776 0.000162065 0.000641944 0.0007006 0.000572728 0.000642975 0.000551227 0.000394246 0.000421044 0.000626184 0.000319034 0.000704274 0.000673188 0.000358128 0.000694597 0.000698018 0.000634703 0.000700897
internal_weight=0 590 2531 306 2420 2375 284 111 852 194 1523 813 45 156 768 1141 112 382 60 136 114 613 128 155 115 74 1080 1043 560 1018
internal_count=3121 590 2531 306 2420 2375 284 111 852 194 1523 813 45 156 768 1141 112 382 60 136 114 613 128 155 115 74 1080 1043 560 1018
is_linear=0
shrinkage=0.00196078


Tree=8577
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 1 47 2 0 49 4 1 2 34 4 475 52 16 1 160 42 4 0 4 12 0 131
split_gain=5.7884 0.924831 0.595148 0.528711 0.342024 0.310076 0.292773 0.223307 0.166659 0.157995 0.142579 0.118782 0.164423 0.128461 0.113128 0.111308 0.10976 0.0905677 0.0843714 0.0831611 0.101661 0.104443 0.0773651 0.0758852 0.0936981 0.0923723 0.10495 0.0863926 0.0751484 0.0656528
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.10045500000000002 -0.022174999999999997 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 0.085605000000000014 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 -0.069854999999999987 0.039215000000000007 0.51222500000000004 0.099400000000000002 0.085130000000000011 0.086555000000000007 -0.55119499999999988 -0.07384499999999998 -0.27825499999999997 0.092355000000000007 -0.14723999999999998 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 -3 11 -5 15 18 12 14 23 28 16 -4 -18 -7 20 21 -20 -16 24 -13 -26 -27 -28 -1 -17
right_child=1 2 9 8 -6 10 -8 -9 -10 -11 -12 13 -14 -15 22 29 17 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00054954913845694478 0.00047576165441545396 0.00045026733271165534 0.00011110899190789734 0.00043563589874877595 0.00024962181359037779 0.0005133334718604776 0.00023891342518565892 0.00059066921163726657 0.00026934651291536275 0.00029844808372891279 0.00031780775930487134 0.00063364934158814949 0.00054621535124082707 0.00042212460826391278 0.000268822849794364 7.9830348552693557e-05 0.0003136408612287293 0.00018588313572513916 0.00039896306284818142 0.00046417779054581579 0.00047736781077574643 0.00025180630060493838 0.00041440051852488052 0.00047624233364821353 0.00050782202384237253 0.00050583465231789483 0.00029152104067002826 0.00045969062636977708 0.00040036527248746111 0.00020559117499300661
leaf_weight=21 72 79 45 37 205 55 37 79 62 34 39 21 36 104 32 79 32 64 118 157 52 22 25 615 847 51 23 24 34 20
leaf_count=21 72 79 45 37 205 55 37 79 62 34 39 21 36 104 32 79 32 64 118 157 52 22 25 615 847 51 23 24 34 20
internal_value=0 0.000265872 0.000240474 0.000471867 0.000297768 0.000477768 0.000382853 0.000488598 0.000331495 0.000173353 0.000431025 0.000484199 0.00043094 0.000488877 0.000393887 0.000155631 0.000191014 0.000228469 0.000441955 0.000430706 0.000403336 0.000375838 0.000332673 0.000493268 0.000504107 0.000501228 0.000444236 0.000377395 0.000457326 0.000105237
internal_weight=0 667 595 2454 321 2355 116 1912 99 274 443 1833 148 1685 112 240 141 96 404 349 192 140 57 1581 966 945 98 47 55 99
internal_count=3121 667 595 2454 321 2355 116 1912 99 274 443 1833 148 1685 112 240 141 96 404 349 192 140 57 1581 966 945 98 47 55 99
is_linear=0
shrinkage=0.00196078


Tree=8578
num_leaves=31
num_cat=0
split_feature=1 4 105 2 402 0 1456 48 51 43 13 12 11 51 39 12 10 51 16 42 129 39 160 131 131 1 50 1 3 1
split_gain=0.177076 0.0543132 0.0413574 0.0623303 0.0308064 0.0279976 0.0270821 0.0280843 0.0297216 0.0235721 0.0319775 0.0300346 0.0230992 0.0287062 0.0258644 0.0236811 0.0221933 0.0199581 0.0196223 0.020218 0.0205715 0.0191397 0.0210104 0.0238336 0.0189935 0.0304155 0.0329528 0.0674718 0.0339888 0.0279668
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 0.22582000000000002 -0.049894999999999995 0.14093000000000003 0.14122000000000004 -0.24021999999999996 0.11217000000000001 -0.12529499999999996 0.080455000000000013 -1.0000000180025095e-35 -0.04725999999999999 0.089300000000000004 -0.015579999999999998 -0.047599999999999996 -0.54656499999999986 -0.12099999999999998 0.086435000000000012 0.096625000000000016 -0.082299999999999984 0.094300000000000009 0.090495000000000006 0.089625000000000024 0.089465000000000017 0.090840000000000018 -0.070099999999999982 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 17 3 4 6 12 -3 8 9 -8 11 -11 14 -14 -1 -15 -16 -2 -18 20 -20 22 -13 -24 25 -21 27 -27 -29 -28
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12 21 13 15 16 -17 18 -19 19 24 -22 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=0.0008734617000445724 0.0035181296675506494 0.0052710588848828496 0.0063359429890459231 -0.0026890617196581195 -0.00089439755320199767 0.0003696130274329335 0.0053120052786139044 -0.00045215566403781755 0.0061092617828398948 0.0051385767221676579 -0.0013094902797429651 0.0039250655370778988 0.0084734369093052084 0.0020300940335304901 0.00079167463234625752 0.0067845368722919382 0.0066779532053624279 0.0067701448468142191 0.0075360459828516472 0.0040849371176925496 0.0045752585412463477 0.00035073503153398638 0.0016546968695939233 0.0045733785797511381 0.0048523588755128196 -0.0029070851470654208 0.0073323123865639385 0.0004250116482114372 0.0039777359786047333 0.0034113357582225886
leaf_weight=25 46 29 22 28 32 20 23 39 20 33 27 64 27 22 20 20 30 32 32 1557 88 60 287 31 247 24 23 39 87 87
leaf_count=25 46 29 22 28 32 20 23 39 20 33 27 64 27 22 20 20 30 32 32 1557 88 60 287 31 247 24 23 39 87 87
internal_value=0 0.00235017 0.00206936 0.00192988 0.0021304 0.00409514 0.0022883 0.00214018 0.00232569 0.00218155 0.00203812 0.00222841 0.00412715 0.0059295 0.00407209 0.00429411 0.00410789 0.00485229 0.00413785 0.00410296 0.0053648 0.00201113 0.00227193 0.00193922 0.00402959 0.00391775 0.00291653 0.00195246 0.00287808 0.00423118
internal_weight=0 773 695 673 645 2348 613 584 545 525 502 475 2328 69 2259 42 2234 78 2214 2184 120 442 382 318 2064 1817 260 150 126 110
internal_count=3121 773 695 673 645 2348 613 584 545 525 502 475 2328 69 2259 42 2234 78 2214 2184 120 442 382 318 2064 1817 260 150 126 110
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=31
num_cat=0
split_feature=1 4 484 41 1 0 12 1 48 0 43 2 43 12 12 43 403 16 2 151 0 0 4 1 51 1452 51 52 4 2
split_gain=0.143974 0.0580291 0.0433372 0.0325506 0.0305296 0.0303652 0.0269638 0.0292312 0.0287359 0.0229185 0.0383323 0.0748913 0.0441857 0.0318978 0.0292257 0.0482786 0.0341716 0.0259809 0.0225691 0.0241451 0.0246707 0.0239827 0.0291937 0.0362418 0.0249465 0.0242385 0.0255142 0.0237528 0.0227968 0.0337531
threshold=0.095950000000000021 -0.0086549999999999978 -0.020124999999999994 0.093890000000000015 0.13743000000000002 0.034820000000000011 -0.010834999999999999 0.09697500000000002 0.083685000000000009 -0.074479999999999977 -0.084004999999999982 0.08734500000000002 -0.095589999999999994 0.093765000000000015 0.096295000000000019 -0.064334999999999989 -0.069009999999999988 0.0073350000000000004 0.10731 1.0000000180025095e-35 -0.098289999999999975 -0.14832499999999996 0.038415000000000012 0.078340000000000007 0.067785000000000012 -1.0000000180025095e-35 0.11984500000000002 0.039215000000000007 0.033845000000000007 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 5 6 -3 8 -8 -4 18 11 -11 17 -12 -15 -16 -17 -13 19 21 -21 22 23 -1 -25 -23 28 -20 29 -27
right_child=1 3 4 -5 -6 -7 7 -9 -10 10 13 12 -14 14 15 16 -18 -19 27 20 -22 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.008311800475764488 0.0070320120846320477 0.001632322012694175 -0.0010063814654670379 0.0054700179313797326 -0.00028876990286840333 -0.001749486422964505 0.00017825530725531282 0.004198478847475989 0.0030715530879660948 -0.0040024328371509911 0.004745158242937913 0.0010424028800722833 -0.0011781943544401262 0.00025148519651136466 0.0071080716688121702 0.0049821289472509475 0.0016576712440627699 0.0049749344617469309 -0.00045940478836807119 -0.00078800238901749258 0.0032849485134898593 0.00063274806915697727 0.0083389219971230413 0.0019438644211428862 0.0053904971852760013 0.0041059583113321413 0.0015177772485469355 0.0041457906099302434 0.0028826248970581221 0.0075007074885070331
leaf_weight=21 28 513 27 21 27 28 20 189 48 20 152 24 23 36 29 44 104 56 24 20 58 22 26 42 42 1235 41 21 150 30
leaf_count=21 28 513 27 21 27 28 20 189 48 20 152 24 23 36 29 44 104 56 24 20 58 22 26 42 42 1235 41 21 150 30
internal_value=0 0.00223053 0.00326383 0.00160723 0.00292458 0.00145729 0.00323007 0.00381377 0.0016035 0.00372935 0.00312404 0.00159729 0.00268462 0.00363853 0.00284882 0.00337709 0.00264602 0.00379517 0.0038999 0.00395886 0.0022406 0.00404215 0.00533895 0.0045961 0.00366718 0.00392721 0.00397699 0.00168969 0.00404825 0.00418647
internal_weight=0 901 339 562 311 541 284 209 75 2220 488 123 103 365 213 177 148 80 1732 1687 78 1609 131 105 84 1478 1456 45 1415 1265
internal_count=3121 901 339 562 311 541 284 209 75 2220 488 123 103 365 213 177 148 80 1732 1687 78 1609 131 105 84 1478 1456 45 1415 1265
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 2 2 48 50 4 0 15 3 40 3 2 11 159 158 1 52 1 15 151
split_gain=7.19254 1.19101 0.581687 0.508446 0.408425 0.401148 0.23715 0.230004 0.217881 0.175634 0.157948 0.135467 0.134407 0.130076 0.123094 0.10551 0.100191 0.186211 0.0906436 0.0896083 0.0875296 0.0759291 0.0975863 0.0748388 0.0723197 0.0719423 0.0672787 0.0625711 0.0586952 0.0651449
threshold=0.10538500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 0.14122000000000004 0.10613000000000002 0.077845000000000011 0.062655000000000016 0.11928500000000002 -0.090999999999999984 -0.015314999999999997 0.041865000000000006 -0.15464999999999998 -0.11173999999999999 -0.10653 -0.14186499999999996 -0.077474999999999988 -0.10217499999999997 0.10060500000000001 0.083010000000000014 0.082585000000000006 0.083705000000000016 0.13075500000000004 0.092650000000000024 0.13436000000000001 -0.41942499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 10 19 13 -8 -4 12 -2 -1 -7 28 -10 17 -14 21 -3 -20 -15 -23 26 -25 -5 -22 -17 -6 -30
right_child=1 4 9 25 14 7 8 -9 15 -11 -12 -13 16 18 -16 27 -18 -19 20 -21 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00036841607063264984 0.00047944620076347796 0.00022216365365942346 0.00048457879040922439 0.00030129996268383037 0.00012666678239205414 0.00035582421171734583 0.00038687329034167896 0.00032723855872165064 0.00037905882861392166 0.0003012025784119836 0.00062153340587692871 0.00030564209820666151 0.00058897319669817014 0.00062005906533697298 0.00022267887919810928 0.00024450578588214355 0.00052700290015158006 0.00040221593807680394 0.00037176013277429672 0.00010025877917210395 0.00045068755788386613 0.00039264688861358953 0.00055770981253362164 0.00060986396087867262 0.00049021341114517073 0.00017610530354374764 0.00049618634074972306 0.00014191747006615956 9.5691896481987307e-05 -5.5830157126526016e-05
leaf_weight=22 125 44 28 60 29 32 52 41 20 71 62 20 30 31 23 149 1394 65 30 49 275 21 40 31 52 25 229 27 20 24
leaf_count=22 125 44 28 60 29 32 52 41 20 71 62 20 30 31 23 149 1394 65 30 49 275 21 40 31 52 25 229 27 20 24
internal_value=0 0.000270679 0.000500303 0.000384888 0.000210569 0.000506493 0.000242374 0.000470197 0.000274039 0.000353067 0.000524536 0.000455473 0.000520556 0.000478107 9.75923e-05 0.000244104 0.000522804 0.000461192 0.000483627 0.000157934 0.000475066 0.000541041 0.000500885 0.000480345 0.000534902 0.000264478 0.000471361 0.000228768 5.81815e-05 1.30435e-05
internal_weight=0 667 2454 230 437 2355 341 782 248 99 1573 145 1511 741 96 196 1489 95 709 93 617 92 61 587 83 85 504 176 73 44
internal_count=3121 667 2454 230 437 2355 341 782 248 99 1573 145 1511 741 96 196 1489 95 709 93 617 92 61 587 83 85 504 176 73 44
is_linear=0
shrinkage=0.00196078


Tree=8581
num_leaves=31
num_cat=0
split_feature=1 2 0 3 12 106 33 2 1424 2 49 133 13 1 475 1426 14 43 4 3 1 2 131 3 475 43 3 50 131 455
split_gain=0.146914 0.0423241 0.0372993 0.0333567 0.0316067 0.0284214 0.0274397 0.024706 0.0231973 0.0229173 0.0285828 0.0225259 0.021902 0.0203434 0.0218858 0.0218074 0.0198935 0.0276643 0.0299128 0.024257 0.0721848 0.0204641 0.0247499 0.0261419 0.0257339 0.046689 0.029022 0.0290042 0.0257406 0.026577
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 0.31299000000000005 -0.42850999999999995 0.086340000000000014 0.083840000000000012 0.15361500000000003 1.0000000180025095e-35 0.11215000000000001 -0.028954999999999998 0.11224500000000003 -0.088854999999999976 0.096325000000000008 -0.076304999999999984 -0.052649999999999995 0.062655000000000016 -0.51144999999999985 -0.55119499999999988 -0.11255999999999998 0.080270000000000022 0.10097500000000002 0.090690000000000007 -0.07793499999999999 -0.085684999999999997 -0.085474999999999982 -0.081164999999999987 0.12170000000000002 0.089325000000000015 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -2 -5 6 8 11 13 10 -3 12 -4 15 -15 -1 17 -17 -19 20 -20 22 24 -24 25 -21 -27 28 29 -26
right_child=3 2 7 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 19 21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00072006798264655203 0.0020230699322927323 0.0021940978558097203 0.0018682051997390002 0.0023108241839936991 -0.001494110165164829 0.00042931741848587987 0.0071142647108063109 -5.5729745266338193e-05 0.0071708366298116749 0.0025953529239912711 -0.0018769235411725408 0.0017150586554115371 0.0040880404761231516 0.005747492718827827 0.0023988854052584569 0.0005786845729184838 0.0054098077612097107 0.0076161884564152436 0.004107262950665394 0.0087550576576696983 -0.0021031069793496972 0.0065863777209805062 0.0044687505848442898 0.0078952889173076711 0.003692609212827411 0.0014580275285644112 0.0064839481934905047 0.00059592612763686526 0.00037436613246150639 0.0073664066893979908
leaf_weight=22 294 34 52 34 61 25 25 21 20 83 35 63 306 22 173 26 82 21 61 28 27 28 155 26 1276 27 20 31 23 20
leaf_count=22 294 34 52 34 61 25 25 21 20 83 35 63 306 22 173 26 82 21 61 28 27 28 155 26 1276 27 20 31 23 20
internal_value=0 0.00357381 0.00282708 0.00149668 -0.000132344 0.00378128 0.00382094 0.00329178 0.0037815 0.0014758 0.000129087 0.00345875 0.00376561 0.00374873 0.00277668 0.00384993 0.00388713 0.00381654 0.00386484 0.00381909 0.00220181 0.00390619 0.00385947 0.00496096 0.00371956 0.0055225 0.00359672 0.00361939 0.00369045 0.0037493
internal_weight=0 2732 594 389 95 2138 2113 442 2088 152 69 421 358 2068 195 1873 1851 1769 1743 1722 88 1634 1606 181 1425 75 47 1350 1319 1296
internal_count=3121 2732 594 389 95 2138 2113 442 2088 152 69 421 358 2068 195 1873 1851 1769 1743 1722 88 1634 1606 181 1425 75 47 1350 1319 1296
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=31
num_cat=0
split_feature=4 2 14 3 3 3 3 39 2 0 124 52 4 10 3 4 43 12 3 4 13 48 4 130 43 159 48 48 480 43
split_gain=0.124649 0.0389581 0.0322356 0.0334171 0.0547704 0.0437723 0.0282817 0.0266606 0.0371489 0.0285149 0.0231825 0.0222391 0.0317295 0.0308206 0.0262155 0.0271214 0.0281839 0.0236066 0.0354098 0.0203075 0.0199454 0.0178677 0.0196052 0.0335649 0.0317554 0.0319811 0.030076 0.0309008 0.0351667 0.0273098
threshold=0.27044500000000005 0.17025000000000004 -0.24175999999999997 0.10893000000000001 0.12745000000000004 0.20828500000000003 0.63141500000000017 0.085425000000000015 -0.033169999999999991 0.048635000000000005 0.08919500000000001 0.039215000000000007 0.50500500000000004 -0.15282499999999996 -0.13309499999999996 0.51608000000000009 -0.05647499999999999 -0.064509999999999984 0.099930000000000005 0.40945500000000007 -0.16152999999999998 -0.098424999999999985 -0.073934999999999987 -0.082104999999999984 0.26450500000000005 -0.085489999999999997 0.093265000000000015 0.078735000000000013 0.086995000000000017 -0.081154999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 11 20 -9 10 -10 13 -13 -2 19 16 -16 -18 -19 -15 -4 -22 24 -24 25 -23 27 28 -27 -25
right_child=6 -3 3 4 5 -7 -8 8 9 -11 -12 12 -14 14 15 -17 17 18 -20 -21 21 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.0069035202691641942 -0.0025813100753690711 -0.00020186196938580412 0.00023955891767400315 -0.0026606781010438379 0.0050825831437006945 0.00091660145863883011 -0.0024090928421355786 -0.0013270143293387568 0.0040964840311143134 -0.00064987940270276297 0.00059859428632383545 0.0052292840555310249 0.0012854679163508849 0.00072058772520077505 -0.0021905322473398168 0.0034093956823550891 0.0039846982867900466 -0.0032211761323692788 0.0014113718225747685 0.0045382785241121102 0.0061844746045687281 0.006594727910456382 -0.00017481027015795313 0.0037766921933258413 0.0072337563745677475 0.0036069103398787233 -0.00013747928579422561 0.0072232365248846298 -0.0005329086578318051 0.0028422837248500755
leaf_weight=24 22 33 20 24 43 61 20 27 90 21 24 34 51 22 38 31 21 22 66 38 23 35 30 514 25 897 22 23 21 799
leaf_count=24 22 33 20 24 43 61 20 27 90 21 24 34 51 22 38 31 21 22 66 38 23 35 30 514 25 897 22 23 21 799
internal_value=0 0.00321342 0.00325481 0.00322236 0.00164537 0.00263907 0.00124687 0.00330087 0.00205909 0.00273631 0.00336009 0.0014588 0.00286299 0.000999743 0.00133076 0.000721429 0.000154579 0.000972141 0.000253235 0.00313846 0.00338438 0.00341071 0.00338374 0.00313251 0.00371356 0.00362538 0.00351746 0.00360291 0.00351221 0.00320808
internal_weight=0 2756 2723 2699 128 104 365 2571 162 135 114 345 85 260 238 178 147 109 88 60 2409 2389 2366 1343 1023 998 963 941 918 1313
internal_count=3121 2756 2723 2699 128 104 365 2571 162 135 114 345 85 260 238 178 147 109 88 60 2409 2389 2366 1343 1023 998 963 941 918 1313
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=31
num_cat=0
split_feature=4 2 11 2 0 40 400 150 2 12 3 13 4 13 3 147 49 51 49 457 129 52 39 3 13 13 3 9 12 484
split_gain=0.100966 0.034394 0.0404682 0.0341857 0.0404655 0.0326514 0.0284221 0.0285887 0.0280072 0.0269245 0.0237981 0.0323179 0.0267304 0.0257281 0.0236222 0.0229438 0.0353781 0.0224727 0.0269732 0.0240408 0.0217201 0.0415345 0.0215246 0.0330749 0.021277 0.0345632 0.020737 0.0197329 0.018787 0.0208355
threshold=0.27044500000000005 0.097070000000000004 0.080455000000000013 -0.0091949999999999983 -0.07384499999999998 0.051255000000000002 -0.065244999999999984 0.12244500000000001 0.097385000000000013 -0.040564999999999997 0.31370500000000007 -0.47860499999999995 0.53859500000000016 -0.15714499999999998 0.10299500000000002 0.096620000000000011 -0.015259999999999998 -0.21717499999999998 0.11560500000000001 0.09061000000000001 0.084115000000000009 0.016565000000000003 0.096625000000000016 -0.010424999999999999 0.05868000000000001 -0.085384999999999975 0.11924500000000002 -0.08477999999999998 0.15120000000000003 0.12418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 8 -8 -5 13 12 -12 -2 -11 16 -15 18 -10 20 28 -22 24 -24 25 -18 -27 -6 29 -19
right_child=10 5 -4 9 27 -7 7 -9 17 14 11 -13 -14 15 -16 -17 22 19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0043609299249230673 0.0044457714929228174 -0.0012897947267629208 0.0059166135874111209 0.005226894735627003 0.0014857980984680612 -0.0014830365544185042 -0.0010338401758781402 -0.00085889340067903195 0.0056288588753986091 0.003097979579035228 -0.0013603577467923365 -0.0034302909937687222 0.0037478691339492796 -0.00189498418598975 -6.0250614963782338e-05 0.0040343584385342324 7.6507966897790204e-05 0.0025651237576171729 0.0022856470224512523 0.0059256962913787001 -0.0023188877335857025 0.0037426335923373705 0.0023708929903805257 -0.0025924808923734641 -0.00026942428667098284 0.0046045621797943916 0.0009223331697285176 -0.0021723558000909787 -0.00041440675977355568 0.0056503918619178568
leaf_weight=26 27 20 50 59 29 22 20 24 55 1792 21 25 20 38 24 26 37 453 43 20 26 20 25 29 32 65 20 30 20 23
leaf_count=26 27 20 50 59 29 22 20 24 55 1792 21 25 20 38 24 26 37 453 43 20 26 20 25 29 32 65 20 30 20 23
internal_value=0 0.00289207 0.00310729 0.00303562 0.00107414 0.0023122 0.00242753 0.00253314 0.00265285 0.00312454 0.00112218 -0.000596476 0.00113146 0.00150155 0.00305624 0.00120929 0.000910705 0.00276457 0.00416194 0.0025209 0.00239526 0.000316556 0.00142328 -0.000294623 0.00202567 0.00262766 0.00373816 -0.00037428 0.00258805 0.0027142
internal_weight=0 2756 2010 1960 85 746 724 704 680 1875 365 66 41 299 1816 272 246 660 98 562 542 46 208 54 154 122 85 59 496 476
internal_count=3121 2756 2010 1960 85 746 724 704 680 1875 365 66 41 299 1816 272 246 660 98 562 542 46 208 54 154 122 85 59 496 476
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=31
num_cat=0
split_feature=1 2 46 1 0 52 15 1456 151 3 10 2 10 12 3 15 1 12 4 42 1451 474 157 42 1212 133 2 52 133 43
split_gain=0.0833558 0.0289391 0.027846 0.0252652 0.0403537 0.0286516 0.0270586 0.0256607 0.0245985 0.0233509 0.0212434 0.0306989 0.0258188 0.020449 0.0324989 0.0216627 0.0320087 0.0193219 0.0274739 0.027032 0.0261966 0.0269869 0.0292402 0.021862 0.037106 0.0263306 0.0241138 0.0589996 0.0429756 0.0275955
threshold=0.11866500000000001 0.15609500000000001 0.084955000000000017 0.089625000000000024 -0.13843999999999998 0.0060650000000000009 -0.083359999999999976 -0.082809999999999981 0.015440000000000001 0.10732000000000001 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.16158000000000003 -0.40580499999999992 0.13927000000000003 0.08815000000000002 -0.15764999999999998 0.080840000000000009 0.083235000000000017 0.091180000000000011 -0.089089999999999989 0.090835000000000013 0.10654500000000001 0.11269500000000002 0.084245000000000014 -0.080979999999999983 0.082925000000000013 -0.0057949999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 8 -6 -5 17 11 12 -2 -13 -15 -16 -17 20 19 -19 21 22 -1 24 25 26 27 -24 -29 -28
right_child=10 -3 -4 4 7 -7 -8 -9 -10 -11 -12 13 -14 14 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.0058505906429694061 0.00046914336412693519 -0.001011592551896518 0.0058868550744731558 0.0010281683807709041 0.0059693817049264915 -0.0027037480589933698 0.0028751396362099854 0.0024090486028246908 -0.0028451214544475082 -0.0003753785165431707 -0.0010118827154423963 0.0036269022963824685 0.0039126972075791853 0.0011637120988552852 0.0010303442939766682 -0.00017160561517812312 -0.0058292287238873551 0.0025311057479120791 0.0026123139969581408 -0.002668129747034982 -0.00028350897218016062 0.00039355417000920035 -0.00046195714530767874 0.0048807678667695392 -0.0009197544913900935 0.00038508562133894445 0.0033988919444124296 0.0042730489312412427 0.0091863615624606619 0.0019102214494745974
leaf_weight=43 33 22 26 91 21 20 67 562 20 23 47 20 64 128 20 20 20 20 863 20 22 33 24 70 23 33 404 162 20 180
leaf_count=43 33 22 26 91 21 20 67 562 20 23 47 20 64 128 20 20 20 20 863 20 22 33 24 70 23 33 404 162 20 180
internal_value=0 0.00260084 0.00262977 0.00259865 0.00211839 0.000884951 0.00128818 0.00253729 0.000330278 0.00279199 0.0009671 0.00127206 0.00274118 0.000586939 0.000263539 -0.00165683 -0.00300042 0.00282999 0.00249356 -6.8512e-05 0.00312958 0.00320528 0.00330203 0.00318239 0.00304187 0.00315258 0.00326819 0.00419842 0.00481297 0.00294006
internal_weight=0 2769 2747 2721 781 198 178 583 111 1940 352 305 97 208 188 60 40 1917 903 40 1014 992 959 916 846 823 790 206 182 584
internal_count=3121 2769 2747 2721 781 198 178 583 111 1940 352 305 97 208 188 60 40 1917 903 40 1014 992 959 916 846 823 790 206 182 584
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 1 14 2 2 2 34 0 49 12 4 1 0 4 160 15 1 52 2 49 12 31 51
split_gain=8.74331 1.38368 0.80623 0.784475 0.41969 0.38766 0.279523 0.268622 0.267164 0.25719 0.218587 0.194538 0.172679 0.144156 0.136608 0.268402 0.148908 0.176941 0.123183 0.148981 0.117016 0.105104 0.100671 0.147921 0.0954361 0.093418 0.131027 0.0944702 0.0833665 0.0819497
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.27834500000000006 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.14285500000000004 -0.090999999999999984 -1.0000000180025095e-35 -0.10836499999999999 0.082865000000000008 0.090455000000000021 -0.51843499999999987 0.085605000000000014 -0.14723999999999998 0.27834500000000006 0.085130000000000011 -0.040804999999999994 0.094825000000000007 -0.024714999999999997 0.11144000000000001 -0.007794999999999999 -0.015429999999999998 -0.077289999999999984 -0.079189999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 9 11 -6 -5 12 22 13 -1 28 15 18 17 -16 19 -14 -15 -20 23 -7 29 27 -27 -26 -4 -3
right_child=1 2 6 8 7 10 -8 -9 -10 -11 -12 -13 14 20 16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00037166967695834586 0.00053750957478648981 0.0001254730173112715 0.00019568622132195508 0.00050249017566665925 0.00049140442239855111 0.00049581406347389814 0.00033728240662914263 0.00027776967813783785 0.00028558181560164539 0.00066930099647065431 0.000353811439473225 8.7567296532079745e-05 0.00063707558046869868 0.00034070386506808811 0.00075137495827608074 0.00064475432278925712 0.00053365890313755227 0.00056962476325424813 0.00028027721027861917 0.00042021936706145761 0.00019548496160246478 0.00046193817900676352 0.00054061279485200832 0.00032693422888286299 0.00048187657971592506 0.00014086911859864006 0.00032087706251306266 0.00030790168221346011 2.6853536577214063e-05 0.00025958103580379964
leaf_weight=20 76 22 22 34 72 213 37 33 61 76 39 99 21 32 21 34 555 1065 24 29 64 25 191 22 20 22 53 30 23 86
leaf_count=20 76 22 22 34 72 213 37 33 61 76 39 99 21 32 21 34 555 1065 24 29 64 25 191 22 20 22 53 30 23 86
internal_value=0 0.000287913 0.000257068 0.000537874 0.000321338 0.00054498 0.000178646 0.000424262 0.000363212 0.000557579 0.000494315 0.000154189 0.000552846 0.000200967 0.000554888 0.000494449 0.000559787 0.000573139 0.000442829 0.000511299 0.000243891 0.000372961 0.000507178 0.000480004 0.000274955 0.000311841 0.000268075 0.000377492 0.000109394 0.000232263
internal_weight=0 691 615 2430 338 2335 277 105 95 1870 465 240 1794 141 1774 133 1641 1086 99 50 96 49 426 235 233 125 75 50 45 108
internal_count=3121 691 615 2430 338 2335 277 105 95 1870 465 240 1794 141 1774 133 1641 1086 99 50 96 49 426 235 233 125 75 50 45 108
is_linear=0
shrinkage=0.00196078


Tree=8586
num_leaves=31
num_cat=0
split_feature=1 46 9 124 2 11 11 48 2 12 1 123 456 40 130 41 4 16 15 4 16 16 42 48 484 16 16 15 133 3
split_gain=0.0917245 0.0311779 0.0287839 0.0309409 0.0273901 0.030659 0.0378556 0.0273111 0.0234873 0.0256614 0.0224375 0.0212888 0.0279695 0.024094 0.0251692 0.0238501 0.0203401 0.0294456 0.021496 0.0260545 0.0224228 0.0320979 0.0360575 0.0206071 0.0219704 0.0239173 0.036428 0.0221907 0.022368 0.0248962
threshold=0.11690500000000002 0.084955000000000017 -1.0000000180025095e-35 -0.085959999999999995 0.097070000000000004 0.080455000000000013 0.085155000000000022 0.13438000000000003 -0.090999999999999984 -0.064509999999999984 0.16773500000000005 0.084995000000000015 0.083075000000000024 0.0046150000000000002 -0.0034949999999999994 0.083035000000000012 -0.013125 -0.080509999999999984 -0.077844999999999984 -0.42529999999999996 0.0028900000000000006 0.40020000000000006 0.096610000000000015 0.10990500000000002 0.097530000000000019 -0.16075999999999999 0.51222500000000004 -0.066844999999999988 0.09635500000000001 -0.063074999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 11 -4 -10 -2 12 13 14 -6 16 17 -16 -19 -20 -21 22 -22 24 25 -18 27 28 29 -27
right_child=10 -3 4 -5 7 6 -8 -9 9 -11 -12 -13 -14 -15 15 -17 23 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0028553581441796965 0.0013202548585975254 0.0062863760842010383 0.00041741448894262669 -0.0025730413337615096 0.0057549554773646851 0.0081813301695510751 0.0029124820170303191 -0.0012873097766368162 0.0053480184742511483 0.0029033222789878951 -0.0018997602873360336 0.00045961268489783704 0.0058755546177659806 -0.0010177197598386556 0.0063009805975105769 -0.0010110610083211213 0.0028235264161758753 0.0056329399754758928 0.0036394393362305976 0.0029645823267093231 -0.0037940806085243819 0.0031154215163378806 0.0018267025162155431 0.0050122887658653782 0.0047962630012383066 -0.0018171931253519 0.0037393537053669042 -0.0024175380814744256 0.0035436997761611241 0.0015716788300778719
leaf_weight=21 366 25 37 21 23 25 30 21 44 1777 23 54 24 20 26 20 83 24 110 62 25 27 21 20 21 41 33 29 22 46
leaf_count=21 366 25 37 21 23 25 30 21 44 1777 23 54 24 20 26 20 83 24 110 62 25 27 21 20 21 41 33 29 22 46
internal_value=0 0.00277112 0.00273865 0.000141158 0.00277959 0.00298059 0.00530741 0.00226826 0.00291171 0.00296239 0.00112987 0.00237041 0.00252282 0.0023996 0.00250757 0.00238512 0.00250025 0.0030874 0.0027768 0.00249701 0.00156614 0.000378426 -0.00122807 0.0019131 0.0016877 0.00143069 0.000754642 4.09065e-05 0.000694988 -2.53758e-05
internal_weight=0 2732 2707 42 2665 1913 55 752 1858 1821 389 731 677 653 633 610 590 295 269 245 135 73 46 295 275 254 171 138 109 87
internal_count=3121 2732 2707 42 2665 1913 55 752 1858 1821 389 731 677 653 633 610 590 295 269 245 135 73 46 295 275 254 171 138 109 87
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=31
num_cat=0
split_feature=4 2 123 121 3 16 3 52 128 2 160 3 160 4 15 1428 472 1212 1212 43 1212 403 1177 1213 43 133 402 43 43 402
split_gain=0.079094 0.024503 0.0246432 0.0258269 0.0244588 0.0215169 0.0276998 0.0518917 0.0268948 0.0260435 0.0311919 0.0256568 0.0230592 0.022852 0.0211857 0.019945 0.0317931 0.0185813 0.0337547 0.0215573 0.0216982 0.0444254 0.0307137 0.031178 0.0217071 0.0449678 0.0438713 0.0274788 0.0270462 0.0265193
threshold=0.26450500000000005 0.17025000000000004 0.11021500000000002 -0.052794999999999988 0.63141500000000017 -0.11118499999999999 -0.065229999999999996 0.51307000000000014 0.11170500000000001 -0.0091949999999999983 0.11281500000000001 -0.0049599999999999991 0.0030550000000000004 0.058735000000000009 -0.076244999999999993 0.08653000000000001 -1.0000000180025095e-35 0.12218000000000002 0.11387000000000001 0.042785000000000004 -0.014129999999999998 -0.0076149999999999994 -1.0000000180025095e-35 -0.12077499999999998 -0.03898999999999999 -0.032969999999999992 -0.088494999999999976 -0.041739999999999992 -0.023869999999999995 -0.0088649999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 8 9 15 -8 11 -11 13 -13 -14 17 -17 18 19 20 21 -7 -22 -24 25 -25 -26 -27 -28 -30
right_child=4 -3 -4 5 -6 6 7 -9 -10 10 -12 12 14 -15 -16 16 -18 -19 -20 -21 22 -23 23 24 26 27 28 -29 29 -31
leaf_value=0.0061436942685395481 0.001161865361933156 -0.00020826246856648305 -0.00047269410505476931 0.0033195371092710224 -0.0024284602352418008 0.0078131599662204579 7.4470278547866451e-05 -0.0030894131062918213 -9.2971364615045284e-05 0.0014913094486613634 -0.0010858583894682503 0.0022001576145141001 0.0034225080188156828 0.005781769187051396 0.0074191752022930565 0.0019485633927009379 0.0066080225767109375 0.0043206846138718153 -0.0014400957994872617 0.001502340803768463 -0.0012992176052648574 0.0030900643616078947 -0.00059426352963782853 -0.0015702438118212201 0.006946868440436741 0.0026648072180570012 0.0060778389473583692 -0.00083786446763121566 -0.00034536371612921361 0.0030371911054179745
leaf_weight=20 370 33 27 310 20 24 62 21 36 156 26 163 36 20 21 27 32 61 21 163 20 117 29 27 31 855 27 23 25 318
leaf_count=20 370 33 27 310 20 24 62 21 36 156 26 163 36 20 21 27 32 61 21 163 20 117 29 27 31 855 27 23 25 318
internal_value=0 0.00250013 0.00253326 0.00256365 0.000977746 0.00253664 0.00243297 0.00177708 0.00261337 0.00198823 0.0022694 0.00248969 0.00313864 0.00259159 0.00489496 0.0026675 0.00447573 0.00260622 0.00254397 0.0025944 0.00271339 0.003894 0.00259053 0.00264881 0.00272082 0.00244944 0.00333328 0.00257305 0.00303053 0.00279065
internal_weight=0 2731 2698 2671 390 2651 2341 505 1836 484 422 396 240 183 57 1800 59 1741 1680 1659 1496 141 1355 1335 1306 905 401 878 370 343
internal_count=3121 2731 2698 2671 390 2651 2341 505 1836 484 422 396 240 183 57 1800 59 1741 1680 1659 1496 141 1355 1335 1306 905 401 878 370 343
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=31
num_cat=0
split_feature=4 149 14 3 49 3 3 2 149 149 48 133 52 39 13 15 10 1 1 1186 43 0 159 14 1210 1 159 151 50 50
split_gain=0.0642776 0.0384704 0.0268716 0.0307685 0.024281 0.0328662 0.0465842 0.0239915 0.023406 0.026889 0.0230103 0.0224624 0.0299964 0.0209172 0.0289422 0.0279139 0.0191092 0.0315074 0.0185898 0.0420505 0.0398563 0.0345779 0.0268448 0.023752 0.0217006 0.0228397 0.0215334 0.0210597 0.0201092 0.0292836
threshold=0.40124500000000002 0.07770500000000001 -0.24175999999999997 0.30112000000000005 0.12497000000000001 0.12745000000000004 0.10893000000000001 0.15361500000000003 0.08618000000000002 1.0000000180025095e-35 -0.074214999999999989 0.111585 -0.018574999999999998 0.10076500000000001 0.27266500000000005 -0.076244999999999993 -0.19927499999999995 0.15471500000000002 0.076935000000000017 0.060550000000000007 -0.34140499999999996 -0.14723999999999998 0.14438000000000004 0.087740000000000012 -0.063274999999999984 0.088975000000000012 0.11484000000000001 -0.083969999999999975 0.083090000000000011 0.092095000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 5 6 7 8 9 13 -2 12 -6 14 18 -15 -12 -18 21 20 -20 -4 26 24 25 -22 -23 -26 -29 -30
right_child=1 -3 3 -5 11 -7 -8 -9 -10 -11 16 -13 -14 15 -16 -17 17 -19 19 -21 23 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.0051591044907728515 -0.0019883607696699205 0.0046649454441174626 0.00669948345515877 3.1329340708907692e-05 0.0028916297339238836 0.0053142815571239534 -0.0023101737278259614 -0.00090366721769501255 -0.00015571760611507942 0.0057814202332140312 0.0037129100633319467 -0.0015673706316035884 -0.0010149051712279946 0.0024916383530944591 0.0059169599219508796 -0.0024538529848325114 0.00087991610184914621 -0.0029411307215923446 -0.001914727616410043 -0.0022277923361600743 -0.0025392602756619457 0.0025215424306054748 0.0060628475443947885 0.0051360509944734754 0.00054431136488156931 0.0021825898172599927 -2.5234556917840728e-05 0.0020161685716958986 0.0050325788978819322 0.0025026032016956111
leaf_weight=31 35 23 20 64 61 36 22 23 37 23 20 29 29 25 23 21 214 24 24 23 20 1410 21 27 67 21 34 470 61 183
leaf_count=31 35 23 20 64 61 36 22 23 37 23 20 29 29 25 23 21 214 24 24 23 20 1410 21 27 67 21 34 470 61 183
internal_value=0 0.000726817 0.00223123 0.00219851 0.00224969 0.00231384 0.00227156 0.00231136 0.00234082 0.00237817 0.000417681 0.00085297 0.00163286 0.00234622 0.00238664 0.000233914 0.000744082 0.0004946 0.00235254 0.00199281 0.00210401 0.00256958 0.0025132 0.00221761 0.00212175 -0.000120752 0.00246158 0.00223948 0.00239855 0.0031351
internal_weight=0 316 2805 2774 2710 2591 2555 2533 2510 2473 293 119 90 2450 2404 46 258 238 2381 896 873 1485 1465 849 822 41 1444 781 714 244
internal_count=3121 316 2805 2774 2710 2591 2555 2533 2510 2473 293 119 90 2450 2404 46 258 238 2381 896 873 1485 1465 849 822 41 1444 781 714 244
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 12 4 376 2 4 1 4 0 12 0 11 11 0 4 15 2 0 2 50 160 15 52 150 131
split_gain=6.27723 0.768234 0.745645 0.555536 0.453215 0.312914 0.272576 0.222256 0.216894 0.160311 0.171822 0.136539 0.131603 0.119695 0.141924 0.109271 0.0954963 0.135225 0.100602 0.0935406 0.169919 0.104732 0.0772739 0.0979258 0.0730099 0.06125 0.0552241 0.0523326 0.0519903 0.0503684
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.10803500000000001 0.091545000000000015 -0.27825499999999997 0.080200000000000007 0.14285500000000004 0.42051500000000003 0.10124500000000002 0.053180000000000012 -0.10011499999999998 0.13597000000000004 -0.23194499999999998 1.0000000180025095e-35 0.080150000000000013 -0.13027499999999997 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.066689999999999985 0.089125000000000024 0.086295000000000011 -0.067824999999999983 -0.081924999999999984 -0.046924999999999988 0.11386500000000001 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 15 8 16 -6 -3 10 -5 22 13 -8 -15 -1 18 -18 -4 21 -21 -17 23 -9 26 -12 -11 -19 -7 -2
right_child=1 3 6 9 7 28 12 11 -10 24 25 -13 -14 14 -16 19 17 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059553479208028243 0.00053134748206085179 0.00042605405682396701 0.00036594359070257423 0.00027336668896806786 0.00049360810955560285 0.00024945036870259197 0.00059370738076344591 0.00046543435890747463 0.00021585116119069209 0.00010842511058012491 0.00023479057781385015 0.00025329588391445363 0.00040393652094769875 0.00047063534068530864 0.00032008455138580474 0.00054812649836197985 0.00065762182282087464 0.00057282413417430273 0.00050288046564260773 0.00045737603345791684 0.00027374020316897922 0.00038160182389558529 0.00024768494800025341 0.0003320312040404049 0.00020763758840138978 0.00011554861594975989 -6.4116970911608131e-06 0.00044503006229766693 0.00014487498206800385 0.00040893490164498097
leaf_weight=22 28 77 21 73 30 141 29 34 25 69 22 85 137 650 25 53 37 22 1160 76 26 20 20 56 22 67 21 28 21 24
leaf_count=22 28 77 21 73 30 141 29 34 25 69 22 85 137 650 25 53 37 22 1160 76 26 20 20 56 22 67 21 28 21 24
internal_value=0 0.000247266 0.000471855 0.000225269 0.000396618 0.00028946 0.00048691 0.000336492 0.000374534 0.000163422 0.000202858 0.00031232 0.000459539 0.000470359 0.000465059 0.000465291 0.000505064 0.000567758 0.000500446 0.000448918 0.000410567 0.000502503 0.000357929 0.000382428 0.000106381 0.000145024 8.16299e-05 0.000501259 0.000235894 0.000474849
internal_weight=0 590 2531 538 422 264 2109 225 102 274 162 195 841 704 675 197 1268 87 1181 175 102 73 110 90 112 89 90 50 162 52
internal_count=3121 590 2531 538 422 264 2109 225 102 274 162 195 841 704 675 197 1268 87 1181 175 102 73 110 90 112 89 90 50 162 52
is_linear=0
shrinkage=0.00196078


Tree=8590
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 47 2 4 2 2 4 1 14 11 1 16 12 0 52 47 4 3 4 15 0 3 15 2 43 2
split_gain=11.7703 1.51796 1.21868 0.877632 0.77503 0.555946 0.50979 0.425998 0.343323 0.284309 0.277577 0.274073 0.271274 0.204052 0.166677 0.164509 0.164058 0.158991 0.145557 0.121957 0.106731 0.105949 0.100891 0.094547 0.101913 0.0857495 0.0848563 0.0838874 0.0787246 0.2145
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.12958500000000003 0.092235000000000025 0.40124500000000002 0.14285500000000004 0.14285500000000004 0.27834500000000006 0.09253500000000002 0.076175000000000007 1.0000000180025095e-35 0.086920000000000011 -0.040964999999999994 0.08401500000000002 -0.14001499999999997 0.0046550000000000003 0.081320000000000017 -0.0070899999999999991 -0.017889999999999996 -0.0057249999999999992 -0.087894999999999987 -0.10474999999999998 -0.11171999999999999 -0.41942499999999994 0.10097500000000002 -0.04890499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 6 9 12 20 13 10 -3 -4 14 17 -1 -7 19 18 -8 22 -5 -12 -16 24 -11 -19 -26 -15 -2 -30
right_child=1 5 11 7 -6 15 8 -9 -10 23 21 -13 -14 27 16 -17 -18 25 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00070446726575822344 0.00031839653162789885 0.0004023754988774501 0.00060794113682971832 0.00071453093237482579 0.00041650686729577629 0.00032982029630552475 0.00040045756373613601 0.00037521289975116028 0.00045629363955983486 0.00029005257412791254 0.00030592161065631004 0.00039657298833613693 0.00082481017270987921 0.00081363794954044766 0.00041062774976678923 0.00056188219147764785 0.00067542578903156297 0.0005539140932614697 0.00063418735950893047 0.00069923638749648542 0.00058022036401794372 0.00017083992228793515 0.00059296798967972859 3.7007453474437905e-05 0.00020723764640446509 0.00064671668382754286 4.4009808414414815e-05 0.00068936713288684246 0.00057302565378620021 0.00035498294705860867
leaf_weight=1085 77 43 34 46 45 23 21 29 39 20 33 77 61 31 20 24 368 41 20 20 45 69 28 28 24 577 25 64 22 82
leaf_count=1085 77 43 34 46 45 23 21 29 39 20 33 77 61 31 20 24 368 41 20 20 45 69 28 28 24 577 25 64 22 82
internal_value=0 0.000354676 0.000662214 0.00045213 0.000671429 0.000253176 0.000676259 0.000582163 0.000635684 0.000215276 0.000270245 0.000461316 0.000696598 0.000644962 0.000691456 0.00044832 0.000659076 0.000632715 0.000514472 0.000570594 0.000648114 0.000214543 0.000516993 0.000133105 0.000172101 0.00064056 0.000123958 0.000729919 0.000365921 0.000401107
internal_weight=0 590 2531 301 2420 289 2375 120 793 242 145 111 1582 754 1521 47 436 659 41 68 91 102 48 97 69 618 49 95 181 104
internal_count=3121 590 2531 301 2420 289 2375 120 793 242 145 111 1582 754 1521 47 436 659 41 68 91 102 48 97 69 618 49 95 181 104
is_linear=0
shrinkage=0.00196078


Tree=8591
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 12 4 4 1 11 2 0 50 52 3 13 0 159 11 3 49 40 3 4 3 0 1 13 47
split_gain=6.50111 0.811369 0.726337 0.596314 0.423622 0.422156 0.310016 0.223783 0.169772 0.168134 0.154594 0.146627 0.141813 0.139593 0.127845 0.12481 0.170521 0.117242 0.115738 0.0978099 0.0895555 0.0875648 0.0847218 0.084342 0.123623 0.174595 0.0692816 0.0685583 0.0755717 0.063715
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.08864000000000001 0.092550000000000007 -0.17966999999999997 0.053180000000000012 0.12958500000000003 1.0000000180025095e-35 0.10402500000000002 -0.23194499999999998 0.041865000000000006 -1.0000000180025095e-35 -0.10217499999999997 -0.0082249999999999979 -0.072594999999999979 0.084250000000000005 0.080150000000000013 -0.065819999999999976 -0.012034999999999999 -0.079289999999999985 -0.11171999999999999 -0.064054999999999987 0.013900000000000001 -0.23001499999999997 0.14699000000000004 -0.11122999999999998 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 18 12 10 -7 20 -5 15 17 -1 27 -13 16 -4 22 -2 -12 -8 -6 -9 -14 -25 -26 -24 -3 -29 -23
right_child=1 13 6 9 21 7 8 11 -10 -11 19 14 23 -15 -16 -17 -18 -19 -20 -21 -22 29 26 24 25 -27 -28 28 -30 -31
leaf_value=0.00062400586438264008 0.00031819893728717274 0.00012858645471472603 0.0002800545483883244 0.0002636491984413575 0.00032712431414527634 0.0005060159296721012 0.00049010912816791125 0.00031420811444667041 0.0004003788560044532 0.00014999053689382252 0.00066818606544823557 0.00014207804633998403 0.00034631718913186892 0.00023557894842382831 0.00031766791764892467 0.00051451222729922595 0.00050607563720809091 0.00025979283606645718 0.00019050804499233715 0.00053881272002420644 0.00042679394637343542 0.00054283340206484035 0.00036885573618753771 0.0005479829454273251 0.00048195542394703379 0.00029414678484111529 0.00049763479694107254 0.0001028058507640704 -5.988464308128693e-05 0.00043453011164149523
leaf_weight=22 104 56 21 116 20 31 517 30 125 88 39 25 23 30 44 1218 33 30 37 53 103 31 29 55 71 26 36 23 21 64
leaf_count=22 104 56 21 116 20 31 517 30 125 88 39 25 23 30 44 1218 33 30 37 53 103 31 29 55 71 26 36 23 21 64
internal_value=0 0.00025505 0.000483609 0.000293705 0.000356726 0.000409352 0.000498467 0.000351322 0.0004663 0.00021462 0.000516037 0.000326603 0.00047563 0.000118271 0.000254048 0.000510423 0.000418179 0.000366654 0.000284691 0.000593656 0.000479591 0.000445046 0.000400399 0.000456977 0.000473722 0.000431615 0.00044018 8.3078e-05 2.51581e-05 0.000469871
internal_weight=0 590 2531 460 256 422 2109 225 745 204 1364 194 197 130 69 1272 54 125 141 92 620 115 95 175 152 97 65 100 44 95
internal_count=3121 590 2531 460 256 422 2109 225 745 204 1364 194 197 130 69 1272 54 125 141 92 620 115 95 175 152 97 65 100 44 95
is_linear=0
shrinkage=0.00196078


Tree=8592
num_leaves=31
num_cat=0
split_feature=1 2 0 51 1 106 149 16 52 51 51 15 1446 1209 133 475 42 49 50 0 11 4 0 14 0 3 0 1210 12 402
split_gain=0.12648 0.0343496 0.0336902 0.0262312 0.0277491 0.0249207 0.0237802 0.0206659 0.0446725 0.0317458 0.0263112 0.0432258 0.0233892 0.0228294 0.0261079 0.0246127 0.0514877 0.0298761 0.0214486 0.0303514 0.0227359 0.036048 0.0413339 0.0206019 0.0196634 0.0247498 0.0242597 0.019464 0.0510986 0.0199815
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 -0.40274499999999996 0.16773500000000005 0.086340000000000014 0.079625000000000015 0.18438500000000005 -0.04127999999999999 -0.15042499999999998 -0.095144999999999993 -0.013104999999999999 0.11018500000000002 0.083050000000000013 0.41068500000000002 -0.085684999999999997 0.083995000000000014 -0.009329999999999998 0.11875500000000001 -0.079634999999999997 0.086080000000000018 -0.39518999999999993 -0.068604999999999985 0.062655000000000016 -0.019414999999999998 -0.082334999999999978 -0.080499999999999988 -0.087109999999999979 0.086345000000000019 -0.085859999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 6 7 9 24 -1 11 -11 13 15 27 16 17 -12 20 -20 21 -17 23 -23 25 -9 -27 29 -29 -15
right_child=3 2 -4 4 -6 -7 -8 8 -10 10 12 -13 -14 14 -16 18 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0066579702726537087 0.0043836826105015702 0.0013471777575001685 0.0030730627501795358 0.0013698751225770019 -0.0023754702293358391 0.00035228910110890867 0.0063235582007716111 0.0042181194929677684 -0.0017655620063041254 0.0038556622287545072 0.0040467667433878645 -0.002328044316091109 0.0061869225526392903 0.0017664909183692475 0.0015961317831407421 0.007691623056307436 0.00097527779261803347 0.0087717973030521541 -0.00032946851633086399 0.0038762295145716055 0.0004339149340521545 0.0034549646150990698 0.00082453173522095561 0.0055848829081638698 0.0052155284817810314 -0.0016731834597885611 0.0024250100977951661 0.010301353773948821 0.0046916859244154167 0.0059138015067825714
leaf_weight=33 27 152 442 341 21 25 30 48 22 26 23 20 34 26 23 20 21 32 37 32 25 1345 59 47 33 20 52 22 62 21
leaf_count=33 27 152 442 341 21 25 30 48 22 26 23 20 34 26 23 20 21 32 37 32 25 1345 59 47 33 20 52 22 62 21
internal_value=0 0.00330414 0.00263142 0.00137687 0.0011526 0.00349104 0.00352817 0.00348791 0.00244787 0.00358331 0.00352919 0.00116709 0.0035886 0.00353938 0.00470353 0.00343013 0.00518755 0.00679588 0.00334479 0.001621 0.00342429 0.00347512 0.003417 0.00352688 0.00305372 0.00245922 0.00128662 0.00524911 0.00616088 0.00361954
internal_weight=0 2732 594 389 362 2138 2113 2083 175 1908 1875 46 1829 1795 154 1641 76 55 1565 69 1496 1471 1451 1392 153 120 72 131 84 47
internal_count=3121 2732 594 389 362 2138 2113 2083 175 1908 1875 46 1829 1795 154 1641 76 55 1565 69 1496 1471 1451 1392 153 120 72 131 84 47
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 2 14 4 1 15 1 3 4 1 0 52 12 4 47 50 16 4 43 43 160
split_gain=11.6346 1.87231 1.11061 1.01054 0.6567 0.540472 0.328979 0.328774 0.327284 0.321478 0.267606 0.230381 0.199135 0.355092 0.208263 0.191914 0.235794 0.168448 0.144674 0.157364 0.100819 0.0947975 0.0936812 0.0841239 0.0798053 0.120378 0.0728959 0.0707245 0.0627594 0.0614667
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13082500000000002 0.11474000000000002 0.13501500000000002 0.077845000000000011 0.14285500000000004 0.062655000000000016 -0.013514999999999998 0.086920000000000011 -0.17952999999999997 0.080270000000000022 -0.12018999999999998 0.27834500000000006 0.075045000000000014 -0.046359999999999991 0.31359500000000001 0.095780000000000018 -0.036839999999999991 0.090100000000000013 0.083090000000000011 -0.039889999999999988 -0.0070899999999999991 -0.080324999999999994 0.0051600000000000005 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 23 11 10 26 12 -5 17 15 18 21 -15 20 -17 -4 19 -7 -1 -14 -2 -3 25 -18 -6 -11 -26 -19
right_child=1 2 6 9 7 8 -8 -9 -10 27 -12 -13 13 14 -16 16 24 29 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00058270483402543571 0.00058816032023990849 0.00021177394202818198 0.00025617049041481819 0.00051775094831273669 0.00057898937584527951 0.00054238251421951668 0.00029778888654780186 0.00021763236407994056 0.00034758842830223587 0.00030874877075413886 1.3566548967070729e-05 0.00068392762967316438 0.00053104402319095268 0.0004593110738285616 0.00018572682540193646 0.00036319856370610546 0.00044985388866336588 0.00019386826500491909 0.00060368796212987262 0.00043101991983313185 0.00046896264946664302 0.00046162630718357266 0.0004391277403710714 0.00031898505446200591 0.00058685509978873105 0.00054487015621227384 0.00044352562044139336 0.00017038379485836462 0.00051749941138994125 7.8689494042188769e-05
leaf_weight=894 50 191 39 28 21 261 34 24 48 49 99 62 187 20 23 30 72 23 111 60 31 127 24 33 177 178 56 20 70 79
leaf_count=894 50 191 39 28 21 261 34 24 48 49 99 62 187 20 23 30 72 23 111 60 31 127 24 33 177 178 56 20 70 79
internal_value=0 0.000245581 0.00020923 0.000536679 0.000286753 0.000544771 0.000117277 0.000418014 0.000504787 0.00034055 9.17049e-05 0.000566876 0.00051435 0.000480083 0.000312975 0.000561878 0.000532013 0.000146568 0.000542668 0.000521567 0.000578893 0.000502967 0.000539825 0.000227568 0.000542203 0.000517505 0.00048047 0.000268643 0.0005672 0.000104661
internal_weight=0 673 599 2448 325 2351 274 101 837 97 240 1514 789 357 43 1452 527 141 432 321 925 314 74 224 497 250 77 69 247 102
internal_count=3121 673 599 2448 325 2351 274 101 837 97 240 1514 789 357 43 1452 527 141 432 321 925 314 74 224 497 250 77 69 247 102
is_linear=0
shrinkage=0.00196078


Tree=8594
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 14 16 2 150 0 49 1 4 2 4 0 156 160 16 47 4 0 1 0 4 48
split_gain=8.59458 1.3718 0.887913 0.749864 0.47762 0.380854 0.277566 0.272019 0.25421 0.200043 0.182487 0.154355 0.145712 0.132131 0.200494 0.149134 0.132005 0.105215 0.115731 0.0841339 0.095213 0.0786169 0.0782382 0.0880103 0.0761072 0.0728436 0.0711074 0.0809938 0.0637268 0.0613181
threshold=0.10538500000000002 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.085505000000000012 0.40473500000000007 0.14122000000000004 0.077845000000000011 0.062655000000000016 -0.034884999999999992 0.13754500000000003 1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.085605000000000014 0.0061450000000000003 -1.0000000180025095e-35 0.50822500000000004 -0.079119999999999982 -1.0000000180025095e-35 0.085130000000000011 0.10246000000000001 0.078345000000000012 -0.0070899999999999991 -0.14723999999999998 0.076935000000000017 -0.030209999999999997 0.015030000000000002 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 9 11 24 12 -5 13 -7 17 26 14 15 25 19 -3 -19 -15 -21 -17 23 -2 -4 -1 27 28 -6 -22
right_child=1 5 6 8 7 10 -8 -9 -10 -11 -12 -13 -14 16 -16 21 -18 18 -20 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053543947866650852 0.00017282111654224502 5.800372336571123e-05 0.00048541600389303158 0.00044449862113603354 0.00045270447650410864 0.000144967721374452 0.0002352710062148296 0.00025260793097497155 0.00022388356735220487 0.00057316154192725121 0.00033914620720239632 4.2058216069279122e-06 0.00029218445281502698 0.00048868399043972791 0.0005422476468299951 0.00023228240302867358 0.00040977285852831743 0.00026041514915870682 6.5124371938188292e-05 0.00058430886986542824 0.00045453246700187712 0.0003811631528478043 0.00031947246770940572 0.00028352732471324864 0.00038564455327813905 0.00038681893219130444 0.00047689877399179303 0.00031670306548236936 0.00039390400580539462 0.00034301184921288025
leaf_weight=21 169 65 66 28 153 49 32 41 71 76 30 102 32 1141 35 30 110 28 20 21 363 25 20 33 53 32 94 29 132 20
leaf_count=21 169 65 66 28 153 49 32 41 71 76 30 102 32 1141 35 30 110 28 20 21 363 25 20 33 53 32 94 29 132 20
internal_value=0 0.000202442 0.000281388 0.000453451 0.000460479 0.000102283 0.000397386 0.000405361 0.00028628 0.000474626 0.000218706 5.95039e-05 0.000419595 0.000470461 0.000413277 0.000371481 0.000475401 0.000109419 0.000179044 0.000480074 0.000455757 0.000299955 0.000202489 0.000190907 0.00044098 0.000445706 0.000429588 0.000415425 0.000425471 0.000448709
internal_weight=0 667 373 2454 2355 294 151 481 99 1874 79 215 440 1798 143 108 1655 113 48 1545 404 55 222 202 119 53 408 314 285 383
internal_count=3121 667 373 2454 2355 294 151 481 99 1874 79 215 440 1798 143 108 1655 113 48 1545 404 55 222 202 119 53 408 314 285 383
is_linear=0
shrinkage=0.00196078


Tree=8595
num_leaves=31
num_cat=0
split_feature=1 2 0 51 106 1 4 14 52 48 2 3 48 132 49 13 1420 0 4 1429 1 2 2 16 52 34 151 42 3 16
split_gain=0.170612 0.0434785 0.0385857 0.0274531 0.0265696 0.0261948 0.0224402 0.0211322 0.0207718 0.0212562 0.0312109 0.0235343 0.0211937 0.0206507 0.0242812 0.026931 0.0198329 0.0284593 0.0379417 0.0354022 0.0311593 0.0342917 0.031029 0.0251732 0.0294378 0.0237563 0.0217082 0.0240173 0.0205423 0.0205008
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 -0.40274499999999996 0.086340000000000014 0.16773500000000005 -0.15464999999999998 -1.0000000180025095e-35 0.081010000000000013 -0.065739999999999979 0.11215000000000001 0.11658 0.085130000000000025 0.10240500000000001 0.13984500000000002 -0.11122999999999998 -0.0018599999999999999 -0.068604999999999985 -0.17966999999999997 0.087700000000000014 0.082535000000000011 -0.0050599999999999994 0.098630000000000009 0.25084500000000004 0.056145000000000007 -1.0000000180025095e-35 0.009020000000000002 0.087550000000000017 -0.082094999999999987 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -2 7 6 -5 -1 9 -3 12 -12 -11 14 15 -4 28 19 22 25 -20 -22 23 24 -19 -18 29 -28 -9 -27
right_child=3 2 13 5 -6 -7 -8 16 -10 10 11 -13 -14 -15 -16 -17 17 18 20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0068461783360689882 0.0045450799262013149 0.0038130744268225197 0.00091067660231298466 0.0040625966076428691 0.0006767753353342414 -0.0021882364604001244 0.0011987511830019689 0.007435024974984117 0.0045794115850731031 -0.0038085062078954211 0.004191459853340079 0.00028586315763984912 0.00054154931603989098 0.0009343827815516102 0.00029858916199633056 0.0040291843345923754 0.0069319635346931007 0.0038538402382982898 -0.0013764943558208901 0.00051989152802732485 0.00013534829897039077 0.0044306485896657517 0.00068443797208601615 0.0026903268831557836 0.0088694084882736217 0.0041256350934450832 0.000265317845151003 0.0044501226492381345 0.0041051327113316143 0.0022283845782374678
leaf_weight=25 27 24 30 30 25 21 311 32 20 21 27 36 24 31 21 360 28 22 29 29 34 41 20 27 25 1642 32 24 44 59
leaf_count=25 27 24 30 30 25 21 311 32 20 21 27 36 24 31 21 360 28 22 29 29 34 41 20 27 25 1642 32 24 44 59
internal_value=0 0.00370742 0.00295058 0.00146903 0.0039177 0.0012396 0.0014507 0.00395604 0.00157619 0.00112116 0.000522954 0.00195969 -0.00148848 0.00342322 0.00361094 0.0037893 0.00392144 0.00386154 0.00272317 0.0039858 0.00140712 0.00248345 0.00417923 0.00512376 0.0065217 0.0040421 0.00399605 0.00205881 0.00550719 0.00405983
internal_weight=0 2732 594 389 2138 362 341 2113 152 132 108 63 45 442 411 390 2088 2012 198 1814 104 75 94 74 47 1785 1757 56 76 1701
internal_count=3121 2732 594 389 2138 362 341 2113 152 132 108 63 45 442 411 390 2088 2012 198 1814 104 75 94 74 47 1785 1757 56 76 1701
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 0 15 1 4 12 150 4 11 0 47 4 0 160 131 2 1 49 0
split_gain=13.3336 2.08214 1.40297 1.15039 0.765266 0.709816 0.37364 0.358021 0.339319 0.324557 0.317946 0.22964 0.217054 0.291739 0.179027 0.17889 0.175053 0.161518 0.161305 0.112358 0.108781 0.104474 0.0845991 0.0825803 0.0722788 0.0696712 0.0676705 0.0666124 0.0654853 0.0599544
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.40473500000000007 0.09253500000000002 0.14838000000000004 -0.10607499999999999 -0.10653 0.085605000000000014 0.42051500000000003 0.09141500000000001 1.0000000180025095e-35 -0.52556499999999995 1.0000000180025095e-35 -0.060129999999999996 0.090100000000000013 0.00063500000000000004 -0.076899999999999982 -1.0000000180025095e-35 0.091440000000000007 0.083215000000000011 0.11669000000000002 -0.054319999999999993 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 21 7 11 12 17 -6 -5 15 13 -1 29 -4 18 19 -14 -7 22 27 -18 -20 -17 -2 -25 -3 -12 -15
right_child=1 2 6 10 9 8 -8 -9 -10 -11 28 -13 16 14 -16 24 20 -19 23 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00058235199465371686 0.00054409930546082865 0.00018357834433765935 0.0001627388786534495 0.00045236749510090652 0.00045956591670436118 0.00046413182748230268 0.00024788106132122542 0.00066646233045325931 0.00027938086730136308 0.00022172319923080138 0.00027736350547426019 -5.4401812205527216e-05 0.00072298252991601531 0.00055073156400257364 0.00030913422731804397 0.00010641181335845575 0.00052301520826093675 0.00032712270006586135 0.00054978888535575394 0.00056426129391451939 0.00040193502004018963 0.0002848256827907308 0.00044334839315123632 0.00038500073478858483 -9.5275238377989662e-06 0.00040862387228830186 0.00051787083561555681 9.5839616463275868e-05 0.00015078657562387927 0.00041201538665621887
leaf_weight=47 54 147 55 34 71 357 34 76 41 32 33 84 20 23 48 29 390 30 1073 49 37 32 59 20 72 20 56 43 30 25
leaf_count=47 54 147 55 34 71 357 34 76 41 32 33 84 20 23 48 29 390 30 1073 49 37 32 59 20 72 20 56 43 30 25
internal_value=0 0.000197189 0.000158856 0.000508818 0.000245987 0.000517452 5.55066e-05 0.000534641 0.000449921 0.000385673 0.000299558 2.82535e-05 0.000529069 0.000455778 0.000393809 7.27603e-05 0.000535401 0.000465958 0.000548404 0.000476216 0.000504126 0.000181178 0.000512547 0.000545365 2.3762e-05 0.000507484 0.000482905 0.000163722 0.000217089 0.000478484
internal_weight=0 673 599 2448 325 2351 274 1874 477 103 97 240 1798 143 96 156 1655 436 1169 406 486 222 449 1149 101 74 76 190 63 48
internal_count=3121 673 599 2448 325 2351 274 1874 477 103 97 240 1798 143 96 156 1655 436 1169 406 486 222 449 1149 101 74 76 190 63 48
is_linear=0
shrinkage=0.00196078


Tree=8597
num_leaves=31
num_cat=0
split_feature=1 4 15 157 12 1210 3 52 52 2 0 42 150 41 2 479 49 13 43 483 11 133 1211 13 43 0 16 159 159 52
split_gain=0.18274 0.0365435 0.0286913 0.03476 0.0291926 0.0356998 0.0334771 0.0299108 0.0541403 0.0310466 0.0305137 0.0287761 0.0260778 0.024404 0.0241367 0.0232699 0.0226206 0.0211063 0.0284571 0.0272653 0.0233038 0.0223723 0.0315075 0.0277679 0.0265926 0.0238014 0.0394798 0.0223113 0.0267472 0.0293274
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 -0.0091799999999999989 0.082095000000000015 -0.0084249999999999985 0.11924500000000002 0.047850000000000011 -0.087769999999999987 0.086100000000000024 -0.068944999999999992 -0.0060199999999999993 0.084680000000000019 0.077565000000000009 0.25063000000000007 0.088785000000000017 0.14233500000000002 0.054800000000000008 -0.071629999999999985 0.11494000000000001 0.077695000000000014 -0.0042999999999999991 0.11789500000000001 -0.091054999999999983 0.0051600000000000005 -0.084384999999999988 -0.080344999999999986 -0.085489999999999997 -0.020314999999999996 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 6 -6 7 8 -1 10 -10 -11 16 15 -3 -7 -2 19 -19 20 21 22 24 -23 -5 -26 -27 -25 -29 -30
right_child=1 14 3 17 5 13 -8 -9 9 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 23 -24 27 25 26 -28 28 29 -31
leaf_value=0.0043847313065628014 0.0036416616852907738 0.0012470492116589309 0.0077662659432882301 0.0050202554650733222 0.00058618796824970671 0.0040574271512590606 -0.00069672401564625601 0.0047076267052566772 0.0044621271125718275 -0.0028438666684087368 0.00018872124686216316 0.0012916838589022382 0.001083239279233101 0.0011670046862491291 -0.0020723730442114177 0.00096513587050139904 0.0005729045506866116 0.003573092311295946 -0.0002369806442099313 0.001150438008231244 0.007269151768503854 0.00078629322396106245 0.0084947511664636068 0.0056702140865141594 0.004873210038730859 0.00029161608570979703 0.0049293650239105192 7.567929103970528e-05 0.0043557130939106126 0.0021418793104553166
leaf_weight=107 169 251 26 327 34 915 26 82 55 20 24 106 82 32 24 25 28 107 24 28 26 30 21 63 58 45 31 20 257 78
leaf_count=107 169 251 26 327 34 915 26 82 55 20 24 106 82 32 24 25 28 107 24 28 26 30 21 63 58 45 31 20 257 78
internal_value=0 0.00177542 0.00377802 0.00415177 0.00347897 0.00377132 0.00277872 0.00300807 0.00256139 0.00160969 0.00316388 0.000635247 0.00258175 0.00388273 0.000957354 0.00397519 0.00320549 0.00406749 0.00287506 0.00422623 0.00431632 0.00423377 0.00470662 0.00372502 0.00453406 0.00334761 0.00218333 0.00393594 0.00362816 0.00384025
internal_weight=0 554 2567 1141 1426 1006 420 394 312 205 79 126 279 972 275 940 197 1115 131 984 956 930 482 448 461 134 76 418 355 335
internal_count=3121 554 2567 1141 1426 1006 420 394 312 205 79 126 279 972 275 940 197 1115 131 984 956 930 482 448 461 134 76 418 355 335
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=31
num_cat=0
split_feature=1 2 48 123 97 33 4 4 2 151 158 148 1420 16 1429 133 475 12 12 151 483 475 42 11 4 2 43 160 14 16
split_gain=0.151222 0.0458794 0.0398821 0.0269932 0.0256529 0.0358176 0.0244522 0.0235879 0.0188027 0.028921 0.0186328 0.0197401 0.020145 0.0221774 0.0337846 0.0675211 0.0319278 0.0400183 0.0321459 0.0214913 0.0187932 0.0185853 0.0499342 0.0189079 0.0445068 0.0178958 0.0259343 0.0210111 0.0176975 0.0361454
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.0047149999999999996 0.083840000000000012 -0.50427999999999995 0.40124500000000002 -0.0091949999999999983 -1.0000000180025095e-35 0.07968500000000002 -0.098399999999999974 -0.0018599999999999999 0.19444000000000003 0.084770000000000012 0.085265000000000021 -0.091889999999999986 0.092465000000000006 0.097575000000000009 0.095500000000000015 0.032770000000000007 -0.085719999999999977 0.083795000000000022 0.082485000000000017 -0.15464999999999998 0.087195000000000009 -0.072864999999999985 0.066685000000000008 -0.45687499999999998 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 8 -3 -2 9 -6 11 -10 -13 14 19 -16 -15 -18 -19 21 25 22 -14 24 -23 26 -12 -27 -9 -30
right_child=7 2 -4 -5 5 -7 -8 28 10 -11 20 12 13 16 15 -17 17 18 -20 -21 -22 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00099889294864484468 0.001989118893930266 0.0057544311492479057 -0.0018242321023717524 0.00064223099284470416 -0.00079492915701121099 0.0077989448967855429 0.0027712548936358397 0.0025665481564797594 0.0066179610486142336 0.0036855357753879884 0.0041534360849632404 0.0050746505564028353 0.0078365980953510311 0.005704110803171283 -0.0019283990286622255 0.0044214119960088285 0.0029336696394880969 -0.003754382737956587 0.001847447268664837 0.00073747225866939588 0.0019514982767689687 0.0067025573924183847 0.0021708615423579303 0.00058511264713680632 0.0035066824626479179 0.0013115383889526131 0.0073123022055655131 0.0047456767125573437 0.0004853041986555609 -0.0039812832527483504
leaf_weight=39 152 29 20 57 25 20 523 29 20 34 53 74 35 21 33 34 68 21 20 26 26 45 28 21 1377 25 51 62 132 21
leaf_count=39 152 29 20 57 25 20 523 29 20 34 53 74 35 21 33 34 68 21 20 26 26 45 28 21 1377 25 51 62 132 21
internal_value=0 0.00332126 0.00256974 0.00271404 0.00354031 0.00358709 0.00292798 0.00106955 0.00354695 0.00178703 0.00359785 0.00349358 0.00345892 0.00338977 0.00349189 0.00129389 0.00213371 0.00144584 -0.00102178 0.00358802 0.00447382 0.00363723 0.00531849 0.00356383 0.00360782 0.00481717 0.0057025 0.00375886 0.000301556 -0.000127757
internal_weight=0 2787 629 609 2158 2119 552 334 2099 59 2040 1823 1803 1729 1599 67 130 109 41 1532 217 1506 63 1443 1422 191 104 87 182 153
internal_count=3121 2787 629 609 2158 2119 552 334 2099 59 2040 1823 1803 1729 1599 67 130 109 41 1532 217 1506 63 1443 1422 191 104 87 182 153
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 2 4 4 4 0 2 4 11 0 131 2 11 3 52 158 4 2 0 2 4 40 0 47 0
split_gain=6.50322 0.834262 0.728938 0.422144 0.405042 0.26454 0.258278 0.295203 0.227684 0.182965 0.176315 0.179137 0.156519 0.119815 0.11157 0.0994235 0.103716 0.0936404 0.0925017 0.0904229 0.078407 0.0989319 0.0737968 0.0871159 0.0720806 0.0678894 0.0672775 0.0625785 0.0612026 0.0664551
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091475000000000015 0.14285500000000004 0.40945500000000007 0.40124500000000002 -0.15464999999999998 -0.067094999999999988 0.092235000000000025 0.053180000000000012 1.0000000180025095e-35 -0.23194499999999998 0.086835000000000009 0.31358000000000003 0.080150000000000013 -0.065819999999999976 1.0000000180025095e-35 0.07968500000000002 0.042705000000000007 0.088930000000000023 -0.11437499999999999 0.10381000000000001 -0.0070899999999999991 -0.065969999999999987 -0.050684999999999994 0.090100000000000013 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 14 13 7 26 25 -6 11 -11 18 22 -1 16 -8 -15 -7 24 21 -16 -4 -24 -13 -5 -3 -20 29 -2
right_child=1 6 5 8 9 12 15 -9 -10 10 -12 19 -14 17 20 -17 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061361945621045085 0.00036070330795597906 0.00022425078047329889 0.00052765150888123898 0.00052883813994518219 0.00048049901666886665 0.00050071124720743392 0.00012189797831128782 0.00016332831168073219 0.00027642688607548927 0.00044252181085207128 0.00019665920799537227 0.00035487499924007326 0.00041948257693105175 0.00066941290319945108 0.00047347097604425158 0.00023105680586838457 -3.7957830628489746e-05 0.00053929551661598921 0.00047372977135123515 0.00042326372482028658 0.00055859276900185049 0.00034866234503219885 0.00037516205359602829 0.00050141811741898198 0.00022724884505028766 0.00042046725315097474 0.00035529788607466223 0.00037411863755115661 0.00036398827085667605 0.00024417462470754421
leaf_weight=22 22 20 905 46 40 607 71 99 29 62 30 27 139 37 115 23 20 50 67 20 29 31 23 243 46 43 61 38 26 130
leaf_count=22 22 20 905 46 40 607 71 99 29 62 30 27 139 37 115 23 20 50 67 20 29 31 23 243 46 43 61 38 26 130
internal_value=0 0.000262886 0.000491482 0.000336368 0.000417092 0.000506367 0.000188903 0.000235154 0.000427314 0.000360251 0.000334251 0.000360882 0.000479667 0.000524428 0.000482013 0.000115876 8.67648e-05 0.000594633 0.000491416 0.000306455 0.000465468 0.000446971 0.000519213 0.000490501 0.000274453 0.000476479 0.000322941 0.00043768 0.000276078 0.000261041
internal_weight=0 590 2531 296 422 2109 294 180 118 225 185 155 851 1258 197 114 91 87 712 93 175 146 1171 266 73 89 81 105 178 152
internal_count=3121 590 2531 296 422 2109 294 180 118 225 185 155 851 1258 197 114 91 87 712 93 175 146 1171 266 73 89 81 105 178 152
is_linear=0
shrinkage=0.00196078


Tree=8600
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 2 16 475 130 3 4 15 4 15 3 3 47 0 16 12 15 1455 3 16 12 14 10 0 0 2 48
split_gain=0.148648 0.0478088 0.0329429 0.0307491 0.0316498 0.02548 0.037889 0.0241837 0.0305202 0.0215113 0.0213884 0.0256263 0.0330963 0.0229421 0.0199734 0.0222687 0.0201184 0.0282291 0.0183346 0.0202654 0.0190242 0.0176137 0.0210115 0.0283307 0.0223061 0.0204979 0.0289882 0.0173822 0.0172373 0.0164695
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.081185000000000021 0.14122000000000004 0.15273500000000004 -0.081364999999999979 -0.050984999999999996 -0.11171999999999999 0.40124500000000002 0.035560000000000008 0.42642000000000008 -0.23909999999999995 0.11658 0.096675000000000011 0.084635000000000016 -0.067094999999999988 -1.0000000180025095e-35 0.099815000000000015 -0.21699999999999997 0.09550500000000002 -0.13309499999999996 -0.11118499999999999 -0.081419999999999979 -0.46596499999999991 0.09820000000000001 -0.12333499999999999 -0.15090499999999998 0.14285500000000004 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -9 28 11 12 -10 14 15 16 17 27 19 -3 -20 -11 23 25 -24 26 -23 -14 29 -2
right_child=9 18 3 -5 -6 -7 7 8 10 21 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011571967861685984 0.0036811562594569604 0.0065297407601028687 -0.0010614984133280815 0.0059342265361920004 -0.0013683726149611175 0.0042344465661285956 0.0053543212679990878 -0.00097134487330913547 -0.0018029143559397201 0.0031182937811882723 0.0055270368252725655 0.005063398729896907 5.7707518092630546e-05 0.00054286906138608737 0.0058161265227854968 0.005215825891139469 -0.0003773080055250628 0.0057200847795077919 0.0031241196521973207 0.0036630227105506302 0.00026791340857744216 0.00053480378002859655 0.00041364609380252661 -0.00092547402447579717 -0.0043092855706345287 -0.00051448422251269225 0.0056896599983095562 0.0027951416599385649 0.00041425874595470884 0.0010891801235863032
leaf_weight=23 66 25 30 28 20 88 30 25 20 21 24 33 34 52 21 27 27 24 347 1811 25 20 20 57 20 20 24 73 47 39
leaf_count=23 66 25 30 28 20 88 30 25 20 21 24 33 34 52 21 27 27 24 347 1811 25 20 20 57 20 20 24 73 47 39
internal_value=0 0.00336026 0.00255145 0.00270486 0.00253361 0.00268723 0.00236305 0.00262648 0.00239916 0.00112779 0.00265069 0.00242872 0.00211597 0.00241976 0.00289353 0.00256178 0.00210824 0.00262053 0.00357235 0.00370206 0.00293217 0.000394382 3.90896e-05 0.000695919 -0.00194782 0.00213997 0.00334654 0.0019253 0.00200595 0.00271842
internal_weight=0 2787 579 556 528 508 420 390 360 334 335 311 278 258 206 185 158 131 2208 1836 372 182 161 121 40 64 44 107 152 105
internal_count=3121 2787 579 556 528 508 420 390 360 334 335 311 278 258 206 185 158 131 2208 1836 372 182 161 121 40 64 44 107 152 105
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=31
num_cat=0
split_feature=4 2 3 149 150 49 49 15 3 2 10 473 40 39 10 0 42 1416 52 13 394 42 2 0 48 43 1201 2 133 43
split_gain=0.121437 0.0467847 0.0395254 0.0345589 0.0337884 0.0364674 0.0356335 0.0297168 0.0292901 0.0268433 0.0233829 0.0212085 0.0210228 0.0203033 0.024662 0.0276314 0.0199811 0.0194857 0.0173636 0.0173533 0.0435706 0.0273378 0.0269873 0.038462 0.0319446 0.0405097 0.0258773 0.0243699 0.0232824 0.0268371
threshold=0.40124500000000002 0.17025000000000004 -0.065819999999999976 0.07770500000000001 0.091105000000000005 0.14321000000000003 -0.054984999999999992 -0.23060499999999998 0.149315 -0.0091949999999999983 -0.079859999999999987 -1.0000000180025095e-35 0.088160000000000016 0.098905000000000007 0.058500000000000003 0.0059850000000000016 0.11649000000000002 1.0000000180025095e-35 -0.023194999999999997 0.0015850000000000003 -0.08151499999999999 -0.085874999999999993 0.10855000000000002 0.089620000000000019 0.093265000000000015 -0.53814999999999991 -1.0000000180025095e-35 0.083995000000000014 -0.14717499999999997 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 10 5 9 8 -1 -6 -4 -2 -9 16 14 15 -12 -11 19 -7 21 -21 27 23 24 25 -22 -23 -13 -28 -30
right_child=3 -3 4 -5 6 18 -8 11 -10 12 13 17 -14 -15 -16 -17 -18 -19 -20 20 22 26 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0069373727617362008 -0.0016920616120301392 -0.00056317866547033195 0.00097460105330145989 0.0046833168963253827 0.0037287038345155976 0.0017674535131928595 -0.0026322128181345762 0.0062622039085355316 -0.00075288394445669838 0.0032135160990133397 0.0014321658137949826 0.0062207535385303868 0.0063124022819101818 -0.00083303807151256782 -0.0010314694496200364 0.0052255286263640632 0.00099807176454406641 0.0059831734625622633 -0.0023037075065076352 -0.0017411336429755796 0.0073840273730456834 -0.00015049723898182097 0.00098179489374160766 0.0058257801206006363 -0.00099284141546203994 0.0026877215241677029 0.0044955535975256655 0.003690999070380055 0.0032330127157702429 0.0015191595572766595
leaf_weight=22 37 36 65 23 35 22 25 23 25 427 151 56 20 49 34 22 45 25 20 22 20 23 65 48 21 225 132 119 1185 99
leaf_count=22 37 36 65 23 35 22 25 23 25 427 151 56 20 49 34 22 45 25 20 22 20 23 65 48 21 225 132 119 1185 99
internal_value=0 0.00301858 0.00306514 0.000950759 0.00240551 0.00267027 0.000539732 0.00328154 0.00186138 0.00288453 0.00065776 0.00324255 0.00313685 0.000997382 0.00143067 0.00191456 0.0030023 0.00320851 -0.000171195 0.00317408 0.00258533 0.00332036 0.00283647 0.0032204 0.00275026 0.00307109 0.00317684 0.00450052 0.00323088 0.00310087
internal_weight=0 2805 2769 316 684 599 85 2085 60 557 293 2063 492 256 207 173 472 2040 42 2015 401 1614 379 314 266 245 1439 175 1416 1284
internal_count=3121 2805 2769 316 684 599 85 2085 60 557 293 2063 492 256 207 173 472 2040 42 2015 401 1614 379 314 266 245 1439 175 1416 1284
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=31
num_cat=0
split_feature=4 3 9 160 44 0 0 13 10 49 0 48 150 121 4 3 16 0 13 48 3 132 376 2 49 133 3 403 402 43
split_gain=0.0988844 0.0356243 0.0358575 0.0308159 0.0279796 0.0239839 0.0614302 0.0371644 0.0336919 0.0317844 0.0250832 0.0226088 0.0224005 0.0214605 0.0226967 0.0462596 0.0322378 0.0346994 0.0359532 0.0417969 0.0402898 0.0423645 0.0291756 0.0250205 0.0249384 0.0252907 0.0354677 0.0315194 0.0297334 0.0404924
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 1.0000000180025095e-35 -0.10836499999999999 -0.13027499999999997 -0.41572999999999993 -0.079859999999999987 -1.0000000180025095e-35 -0.081894999999999982 0.14505500000000002 0.11656000000000001 -1.0000000180025095e-35 -0.068329999999999988 -0.14989499999999997 -0.50992999999999988 -0.097024999999999986 -0.11122999999999998 0.085700000000000012 0.084940000000000015 -1.0000000180025095e-35 0.084025000000000016 0.085155000000000022 -1.0000000180025095e-35 -0.071719999999999992 -0.079864999999999978 0.12089000000000001 0.024785000000000005 -0.14169499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 7 -2 -7 12 -10 13 -9 -4 24 -16 -17 18 -18 20 21 -20 -19 -23 -15 26 -26 -28 -27 -30
right_child=5 -3 4 -5 -6 8 -8 9 10 -11 -12 -13 -14 14 15 16 17 22 19 -21 -22 23 -24 -25 25 28 27 -29 29 -31
leaf_value=-0.0020534482834461544 -0.002712506987154484 0.00055743022096241279 0.0060970333789009609 0.0030859735503327105 0.0054378979683217671 -0.0029441353623821803 0.0057590933361401165 -0.0029462024755775931 -0.0015669318486794107 0.002911630452455332 0.0013905186308481804 -0.00018774882797151804 0.0017300326399327744 0.005690763153315119 -0.0012836445859002491 0.0052549914463371457 0.0053278668267328459 0.0028766037207307647 -0.003292634298777557 0.0029331938007898218 -0.0032023488435827733 0.0036786366353470201 -0.00088926158690204229 0.00061355234961650389 0.0033810252890120762 0.0030001446817432718 0.0089439536430290911 0.0036390190855378197 -0.0028684028470888738 0.0021818417396589919
leaf_weight=28 23 73 20 20 41 28 33 20 36 75 141 25 21 37 31 45 23 1011 20 90 28 41 21 76 215 757 24 21 20 77
leaf_count=28 23 73 20 20 41 28 33 20 36 75 141 25 21 37 31 45 23 1011 20 90 28 41 21 76 215 757 24 21 20 77
internal_value=0 0.00273693 0.00279649 8.79775e-05 0.00284606 0.00100971 0.00188047 0.000959649 0.000279111 0.00168775 0.000789003 0.0028049 -0.000551058 0.00283416 0.00280844 0.00253587 0.00262325 0.00253285 0.00154124 0.0011997 0.000254155 0.000960594 0.00279997 0.00168764 0.00313666 0.00305183 0.00391536 0.00646832 0.00278893 0.00114055
internal_weight=0 2744 2671 48 2623 377 172 139 205 116 177 2582 41 2557 2537 1386 1355 1310 278 255 165 137 1032 117 1151 1114 260 45 854 97
internal_count=3121 2744 2671 48 2623 377 172 139 205 116 177 2582 41 2557 2537 1386 1355 1310 278 255 165 137 1032 117 1151 1114 260 45 854 97
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=31
num_cat=0
split_feature=1 2 123 4 4 3 2 1 2 1 50 1 159 4 1 14 150 0 12 43 15 3 52 4 16 16 12 4 157 13
split_gain=6.74019 0.892988 0.789832 0.678375 0.444543 0.408306 0.340998 0.197854 0.19774 0.194487 0.144108 0.140686 0.129886 0.110048 0.270437 0.108684 0.101678 0.0912282 0.0870051 0.0772688 0.0736197 0.076233 0.0710694 0.0802189 0.0732785 0.0992312 0.0707136 0.0674513 0.0664369 0.071508
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.27287000000000006 0.36766000000000004 -0.049509999999999992 0.14122000000000004 0.13075500000000004 0.091265000000000013 0.09253500000000002 0.086295000000000011 0.086920000000000011 0.084250000000000005 -0.015039999999999998 0.086920000000000011 0.062655000000000016 1.0000000180025095e-35 -0.093584999999999988 0.08401500000000002 -0.080324999999999994 -0.41942499999999994 0.31534000000000006 0.31359500000000001 -0.50940999999999981 0.013515000000000001 0.10246000000000001 0.090285000000000018 -0.0019149999999999998 -0.0041249999999999993 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 8 -5 11 -4 20 15 16 17 26 22 -7 -10 27 -11 -3 -22 23 -1 -25 -26 -15 -13 -19 -30
right_child=1 10 9 7 -6 12 -8 -9 13 19 -12 18 -14 14 -16 -17 -18 28 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00065173216682066885 0.00046412624078769483 0.00015704397716232246 0.00045845550028424635 0.00027124108392836564 0.00031102597567380643 0.00038352939777345791 0.00033048074273815686 0.00014716523451947379 0.0006110066685557755 0.0003184382518080353 0.00024796361583856544 0.0003542646380194132 0.0002046375377123428 0.00051702468028195082 0.00029680160437749712 0.00062096634335191702 0.00026088970954276508 0.00055243223481113218 0.00050646042675332661 0.00017897051643409761 9.3304336361165008e-05 -4.9768597623255071e-05 0.00044712783264368378 0.00053741685014234485 0.0003764611788285084 0.00052043780709978881 0.0004566547270727595 0.00047930722051405005 0.00038445726654483188 0.00049539138992087887
leaf_weight=22 107 37 34 120 45 71 41 84 30 56 27 27 37 116 35 55 41 74 370 21 45 21 37 880 26 63 209 43 24 323
leaf_count=22 107 37 34 120 45 71 41 84 30 56 27 27 37 116 35 55 41 74 370 21 45 21 37 880 26 63 209 43 24 323
internal_value=0 0.000263949 0.000496673 0.000304502 0.000504091 0.000371719 0.00050775 0.000220151 0.000510864 0.000334941 0.000120455 0.000524034 0.00030536 0.000486131 0.000460566 0.000536046 0.000338635 0.000506538 0.000494468 0.000280402 8.70309e-05 4.77811e-05 0.000531502 0.000534652 0.000531994 0.000478377 0.000478202 0.000431077 0.000499094 0.000487719
internal_weight=0 590 2531 460 2420 256 2375 204 2334 111 130 1523 149 811 360 1083 112 451 440 77 103 66 1028 991 969 89 325 70 421 347
internal_count=3121 590 2531 460 2420 256 2375 204 2334 111 130 1523 149 811 360 1083 112 451 440 77 103 66 1028 991 969 89 325 70 421 347
is_linear=0
shrinkage=0.00196078


Tree=8604
num_leaves=31
num_cat=0
split_feature=1 155 105 2 402 0 12 1456 48 12 51 12 47 133 484 147 123 51 16 16 159 1446 13 0 474 133 3 14 12 160
split_gain=0.104263 0.0375557 0.0405869 0.0530158 0.0260553 0.0244716 0.020458 0.0220923 0.0283239 0.0247953 0.0237064 0.0205919 0.0202098 0.0190245 0.0256678 0.0278952 0.0189825 0.0183715 0.0156683 0.0380371 0.04102 0.0380113 0.0278003 0.0335004 0.0356442 0.0272246 0.0256598 0.0257464 0.0223776 0.0207768
threshold=0.10124500000000002 0.11245500000000001 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 0.22582000000000002 -0.12529499999999996 -0.049894999999999995 0.15068000000000001 0.11734000000000001 0.10876000000000001 0.10711000000000002 0.11708 0.089200000000000015 0.085905000000000009 0.10271500000000001 0.086935000000000026 0.092790000000000011 0.042200000000000008 0.066275000000000014 -0.46048499999999998 0.087090000000000015 -0.08645499999999999 -0.055064999999999996 0.032465000000000008 0.085355000000000014 0.092670000000000016 0.087740000000000012 0.10227500000000002 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 18 -2 -8 9 10 11 13 -12 14 15 17 -15 -9 26 20 -20 22 25 28 -25 -21 27 -1 -24 -28
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 12 -13 -14 16 -16 -17 -18 -19 19 21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.0031404069571156212 0.0038549061362190469 0.0039122292574382189 0.0056457736508243464 -0.002979322665071647 -0.0013193309270718601 -0.00051315501099452371 0.0041517406998599618 0.0016658069504007463 -0.0021958143069324169 0.0037395476416515355 0.0050368223796951883 -0.0014172230316034985 0.0010174710049547931 -0.0027085079118083031 0.0040955926993560491 -0.0024103016313165426 0.0010831453111736224 -0.001335721062919633 0.0031401755424730221 0.0030568480307626867 -0.0018259879274783323 -0.0009970832343242364 0.0023002756700865076 0.0029927599128947778 0.0068319291791340223 0.0073586140809181553 -0.0011483280844986439 0.006143977040232256 -0.00083520962270321674 0.0029708601379146177
leaf_weight=1796 38 66 22 28 32 20 29 279 22 44 29 32 22 23 34 20 31 22 29 31 39 24 145 99 32 28 25 29 27 24
leaf_count=1796 38 66 22 28 32 20 29 279 22 44 29 32 22 23 34 20 31 22 29 31 39 24 145 99 32 28 25 29 27 24
internal_value=0 0.00163091 0.00141795 0.00128216 0.00146378 0.00296989 0.00160627 0.00146071 0.00132085 0.00146519 0.00126179 0.00102573 0.00330298 0.00121687 0.00148287 0.00120613 -0.000531818 0.00144643 0.00299981 0.00247273 0.000291935 0.00285691 0.00311242 0.00272572 0.00393057 0.00509836 0.0031275 0.00318813 0.00180808 0.000869233
internal_weight=0 773 707 685 657 2348 625 587 558 536 492 441 51 409 355 321 54 301 2328 454 68 386 362 303 131 59 1874 1825 172 49
internal_count=3121 773 707 685 657 2348 625 587 558 536 492 441 51 409 355 321 54 301 2328 454 68 386 362 303 131 59 1874 1825 172 49
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=31
num_cat=0
split_feature=4 2 40 13 11 52 41 2 0 13 151 15 483 132 3 13 12 12 0 3 13 4 0 4 51 160 0 16 0 43
split_gain=0.0867147 0.0303465 0.0304034 0.0302514 0.0299201 0.0439442 0.0372212 0.0266538 0.0319283 0.0243865 0.0324058 0.0304359 0.02916 0.0238087 0.022498 0.0275988 0.0225841 0.0220174 0.0220621 0.022179 0.0294905 0.0219393 0.023315 0.0212464 0.019471 0.0335119 0.019238 0.0189976 0.0351529 0.0297205
threshold=0.26790000000000008 0.10045500000000002 0.051255000000000002 -0.23438999999999996 1.0000000180025095e-35 0.088785000000000017 0.079300000000000009 -0.0091949999999999983 -0.07384499999999998 -0.077799999999999994 -0.086654999999999982 -0.047714999999999987 -0.071719999999999992 0.10240500000000001 0.31370500000000007 -0.47860499999999995 -0.10022999999999999 -0.086254999999999984 -0.10836499999999999 -0.0025099999999999996 -0.080344999999999986 0.42642000000000008 -0.15090499999999998 0.53859500000000016 0.14722500000000002 0.010565000000000001 -0.14920999999999998 -0.080509999999999984 -0.080499999999999988 0.057265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 26 8 -1 11 -11 -5 -12 24 16 23 -2 -18 21 20 -20 22 -19 -16 25 27 -6 -14 -29 -30
right_child=14 2 -4 9 5 -7 -8 -9 -10 10 12 -13 13 -15 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0038158311347405503 0.0044749568772247247 0.00018066490993078334 -0.0017782951616460369 0.0022493116297143496 0.0095900486456230293 0.0010193389778058711 0.0023961115764298789 0.0027420861247191529 -0.00041283035391467837 -0.0013323412432024876 -0.00081246648192534162 0.0057243503304727546 0.004734657432085702 -0.00022695721515143911 -0.0013492964296823457 -0.0033433072071638891 -0.0011315761219847422 0.00046168237718770147 -0.0023671720351558182 -0.0023370394102213057 0.0018538662393742318 0.0048298898153007032 0.0039958270166867548 0.0032048771157860757 0.00035650962745421567 0.0056509170040953908 0.0056364612282777671 -0.00090288499214371013 0.0031795546002390215 -0.00021616671554511416
leaf_weight=26 21 73 21 59 20 28 24 1923 57 27 29 44 35 30 21 25 39 56 20 22 96 29 28 20 32 40 32 31 183 30
leaf_count=26 21 73 21 59 20 28 24 1923 57 27 29 44 35 30 21 25 39 56 20 22 96 29 28 20 32 40 32 31 183 30
internal_value=0 0.00256981 0.00196313 0.0020913 0.0027521 0.00440592 0.00565361 0.00266636 0.000911811 0.00234959 0.00202334 0.00373379 0.00224432 0.00247699 0.000952359 -0.000724551 0.00130823 0.00107892 0.00142238 0.000574006 0.0011261 0.00245844 0.00163973 0.000872252 0.0027081 0.00294399 0.00715707 0.0025559 0.00224338 0.00270128
internal_weight=0 2744 634 613 2110 104 76 2006 83 540 437 103 410 381 377 66 311 290 251 138 116 113 84 41 351 319 52 279 244 213
internal_count=3121 2744 634 613 2110 104 76 2006 83 540 437 103 410 381 377 66 311 290 251 138 116 113 84 41 351 319 52 279 244 213
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=31
num_cat=0
split_feature=1 2 480 1453 11 11 52 2 52 160 47 43 50 16 13 157 52 16 52 4 151 133 1213 1212 34 31 483 131 2 16
split_gain=0.0706378 0.0253195 0.0282169 0.0234748 0.0231842 0.02277 0.0215167 0.0279558 0.0240883 0.0367603 0.0332093 0.0319346 0.0301468 0.0290227 0.0287191 0.0255421 0.0310903 0.0294206 0.0251204 0.0239855 0.0297083 0.0209041 0.0190616 0.0214221 0.0190528 0.0291896 0.0234605 0.0285285 0.054802 0.0188826
threshold=0.12000500000000001 0.092235000000000025 0.11747 0.10676500000000001 0.080455000000000013 0.085155000000000022 -0.53447999999999996 0.14960000000000004 0.029970000000000007 -0.090764999999999985 0.081320000000000017 0.10366000000000002 -0.14320999999999998 0.19444000000000003 0.10935500000000002 0.019925000000000002 -0.090859999999999982 0.042200000000000008 0.10347000000000002 0.42642000000000008 0.015440000000000001 0.089980000000000018 0.39818500000000007 0.11387000000000001 -0.038779999999999995 -0.081689999999999985 0.098395000000000024 0.090280000000000013 0.31098000000000003 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 22 -6 -3 8 9 -8 13 12 -11 18 15 16 17 -14 -10 20 29 -19 23 -1 25 -2 27 28 -26 -18
right_child=24 2 -4 -5 5 -7 7 -9 10 11 -12 -13 14 -15 -16 -17 19 21 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.002486174421427326 0.0012275094961059158 0.0030242198190655687 0.005543094214780944 0.0052328813471831381 0.0070627305782347168 0.0027963807420997785 0.0054783255234360697 -0.0012531893363109592 0.0037884434071284809 0.003476540191006375 0.0060283802986226005 0.0031687890620938001 0.0057316831736402077 -0.0011771241985261442 -0.0022965944689613852 -0.0026833546324633063 0.00098190546190332845 0.0025994835377512676 0.0017757848363059263 0.0033858665497973565 -0.0031165394657784 -0.0011947510531172157 0.0050600168760865927 0.00017155190225599744 0.00086125278911406637 -0.0039960865676403048 0.0043582162490929484 0.0029930429699431575 -0.0042944085670371902 -0.0015371557897762272
leaf_weight=1616 23 121 21 20 22 29 20 33 88 38 23 65 22 25 33 20 152 53 210 24 26 20 28 41 199 20 20 49 23 37
leaf_count=1616 23 121 21 20 22 29 20 33 88 38 23 65 22 25 33 20 152 53 210 24 26 20 28 41 199 20 20 49 23 37
internal_value=0 0.00230168 0.0019143 0.00184032 0.0025362 0.00463677 0.00177314 0.00160286 0.00171296 0.00127602 0.002357 0.0011045 0.000788786 0.00209557 0.000524872 0.00078789 0.000995749 0.00252605 0.00237013 0.000387471 5.27667e-05 0.00155997 0.00247262 0.0024289 0.000762732 -0.00120207 0.00105306 0.00080914 0.000327108 0.000488756
internal_weight=0 2787 1051 1030 1736 51 1010 889 856 510 346 490 425 323 387 354 334 95 298 239 215 73 1685 1657 334 43 291 271 222 189
internal_count=3121 2787 1051 1030 1736 51 1010 889 856 510 346 490 425 323 387 354 334 95 298 239 215 73 1685 1657 334 43 291 271 222 189
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=31
num_cat=0
split_feature=96 2 0 39 1 14 16 455 15 16 4 15 48 11 1446 1443 33 9 4 52 39 1374 43 15 400 483 43 3 4 15
split_gain=0.0617921 0.0536096 0.0405459 0.0339367 0.0281458 0.0271135 0.0409328 0.0265564 0.0245548 0.0447911 0.0440549 0.0236283 0.0335882 0.0308857 0.0259561 0.0238177 0.0234717 0.0305064 0.0206704 0.0203254 0.0201133 0.0186956 0.0501759 0.0188699 0.033068 0.0217062 0.0274798 0.0271059 0.0233503 0.0876708
threshold=0.087655000000000025 0.12043500000000001 0.062580000000000011 -0.020804999999999994 0.10752500000000002 -0.072219999999999993 -0.073849999999999985 0.092985000000000012 -0.41942499999999994 -0.4714549999999999 0.50644500000000015 -0.13578499999999996 0.088735000000000022 0.082245000000000013 0.082445000000000004 0.084655000000000022 0.083840000000000012 0.089995000000000006 -0.029144999999999997 -1.0000000180025095e-35 0.087015000000000009 0.086000000000000007 -0.083434999999999995 1.0000000180025095e-35 -0.077004999999999976 0.058525000000000008 -0.085154999999999995 -0.082234999999999989 -0.17966999999999997 -0.0079099999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 19 6 -6 8 9 -1 -11 13 15 20 18 16 17 21 -14 -5 -10 23 -23 24 -13 28 -27 -28 -26 -30
right_child=-2 2 -4 4 5 -7 -8 -9 11 10 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0032883990654441089 -0.0025932815043779554 -0.0026243146389986027 -0.0033557038246230645 0.0045999993217171724 0.0057341652767111864 -5.27169240003049e-06 0.00072603264981059036 0.0056581613879340392 0.0023528629035129986 -0.004925546037875826 0.00093350855626560974 -0.0017466873718568914 0.0031186229736625179 0.0068380971195264942 -0.0025262202648445968 0.0041627290212722908 0.0053757871056652889 -0.0016999484128540473 0.0007246068278270075 0.0014296658356518796 0.0056627548787565457 0.0075610439682019543 0.00088101069787112265 0.0023776612495183115 0.0028080324370464023 0.0055456395783094747 -0.00071429739473387603 0.0031119960239502018 0.0018716037007100771 -0.0014630768955512495
leaf_weight=34 30 23 22 39 24 148 51 21 146 21 33 26 46 21 20 59 22 21 167 42 21 22 23 1071 149 33 24 81 590 91
leaf_count=34 30 23 22 39 24 148 51 21 146 21 33 26 46 21 20 59 22 21 167 42 21 22 23 1071 149 33 24 81 590 91
internal_value=0 0.00196712 0.000799796 0.00107937 0.00135958 0.000779675 0.00232864 0.0021157 0.00208836 0.000445169 -0.00134501 0.00214328 0.00206021 0.0032236 0.000918204 0.0021805 0.00212618 0.00209264 0.00124162 0.00295612 0.00276908 0.00213038 0.0041468 0.00208644 0.00177266 0.00186719 0.00302851 0.00223741 0.0016741 0.001426
internal_weight=0 3091 349 327 304 223 75 2742 2721 88 54 2633 2445 188 233 2212 2153 2131 213 81 167 2110 45 2065 994 968 138 105 830 681
internal_count=3121 3091 349 327 304 223 75 2742 2721 88 54 2633 2445 188 233 2212 2153 2131 213 81 167 2110 45 2065 994 968 138 105 830 681
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=31
num_cat=0
split_feature=4 3 14 2 3 3 3 47 13 13 13 159 52 4 51 51 12 1455 52 1210 403 402 2 48 1374 43 42 160 160 16
split_gain=0.0526442 0.0225372 0.0198388 0.0227964 0.017156 0.0174206 0.0492345 0.0185549 0.0186159 0.0176603 0.0169068 0.0151923 0.0305445 0.0602959 0.0213759 0.0351748 0.0292544 0.0207894 0.018572 0.0437103 0.042548 0.0363298 0.0271679 0.0245618 0.0201366 0.031541 0.0183285 0.0250308 0.0283416 0.0244981
threshold=0.26450500000000005 0.63141500000000017 -0.24175999999999997 0.17025000000000004 0.20828500000000003 0.12745000000000004 0.10893000000000001 0.11043500000000002 -0.16152999999999998 -0.14179999999999995 0.038215000000000006 -0.085489999999999997 0.2800700000000001 -0.050494999999999991 0.10501000000000001 0.095820000000000016 0.093965000000000007 -0.08045999999999999 0.081010000000000013 -0.15347999999999998 -0.51385999999999987 -0.020594999999999999 0.083795000000000022 0.089155000000000012 0.086000000000000007 -0.083434999999999995 -0.080354999999999982 -0.089744999999999978 -0.086829999999999977 -0.067914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -4 -10 -9 17 14 -14 15 18 -16 -11 19 -13 21 -21 -20 -24 26 -26 -22 29 -29 -28
right_child=1 -3 3 -5 -6 -7 -8 10 9 11 -12 12 13 -15 16 -17 -18 -19 22 20 24 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0046352826972277123 0.00082087916650945428 -0.0026255250768736009 -0.0010433826362714171 -0.00083644879050552849 0.00021911517755749326 0.0039255293172805808 -0.002612104848958552 0.0012522582434741352 0.0040778644598747906 -0.00039358741138130433 -0.0019721369404578581 0.0063949726149439808 -0.0044869797939265316 0.0017406858867341829 0.005416096857516095 -0.0014871482014617264 0.00094028229561998798 0.0029616099646188419 0.004304785291322547 0.00095530843582788581 0.0025308737055941798 -0.0041509609600573396 0.0020128737684954926 0.0048281046755922347 0.0066952091663898461 0.0011463303351774811 0.0060456739823249259 -0.0018023306512515301 0.0014874493856764641 0.0021924529292102145
leaf_weight=26 370 20 20 31 60 43 24 87 41 20 20 20 22 53 40 30 23 241 68 38 234 22 509 33 21 20 22 27 870 66
leaf_count=26 370 20 20 31 60 43 24 87 41 20 20 20 22 53 40 30 23 241 68 38 234 22 509 33 21 20 22 27 870 66
internal_value=0 0.00064414 0.00188616 0.00185974 0.00189099 0.00192937 0.00189598 0.00193846 0.00199498 0.00202009 0.000649568 0.00198463 0.00189592 -8.6096e-05 0.00196868 0.00191098 0.00378207 0.00270451 0.00196326 0.00175504 0.00168474 -0.00091699 0.00242066 0.00218428 0.00180863 0.00398844 0.00173532 0.00154632 0.00138843 0.00315576
internal_weight=0 390 2731 2705 2674 2614 2571 2547 2440 2420 107 2379 2118 75 2043 1980 63 261 1950 1340 1320 60 610 542 1260 41 1219 985 897 88
internal_count=3121 390 2731 2705 2674 2614 2571 2547 2440 2420 107 2379 2118 75 2043 1980 63 261 1950 1340 1320 60 610 542 1260 41 1219 985 897 88
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=31
num_cat=0
split_feature=96 3 12 4 13 13 150 13 3 2 147 0 0 2 42 1455 50 1451 1451 51 156 10 12 457 393 52 48 1374 150 1447
split_gain=0.0473753 0.0385825 0.032991 0.0224911 0.02877 0.0365048 0.0241388 0.0265286 0.0242712 0.0222122 0.0219425 0.022371 0.0210171 0.0190398 0.0240012 0.0181519 0.0168927 0.0164458 0.0233432 0.0155715 0.0264444 0.0168684 0.0164743 0.0196231 0.0169651 0.0173483 0.0164442 0.0222068 0.0243966 0.0188053
threshold=0.087655000000000025 0.31370500000000007 -0.42850999999999995 0.042705000000000007 -0.15714499999999998 -0.13710499999999998 0.12083000000000001 0.054800000000000008 -0.094874999999999987 0.11474000000000002 1.0000000180025095e-35 -0.18901999999999997 -0.040504999999999992 0.14960000000000004 0.11649000000000002 0.087480000000000016 -0.23848499999999997 0.089825000000000002 0.081365000000000007 0.24916000000000002 -1.0000000180025095e-35 -0.084119999999999986 -0.091274999999999981 0.048635000000000005 0.10585500000000002 0.08568000000000002 0.11765000000000002 0.088460000000000011 0.12314500000000002 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 16 9 -6 7 8 -7 -5 11 -10 -9 14 15 -13 -1 18 19 21 -21 -18 23 -23 26 -26 27 28 29 -24
right_child=-2 2 -4 4 5 6 -8 12 10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0043450525496155027 -0.002396878169383854 0.0023591736942762511 -0.0015081620826812225 0.0057581381679957973 -0.0032283040510083087 0.0034741326182318685 0.0035540666686995938 0.0005195904545099387 0.0036004522636566049 0.0014520523110404613 -0.0019289810347496922 0.0008099041863484747 -0.0027583946413811174 0.0039640712598338719 -0.0023317043122875951 0.0037187096596070384 0.0040036402775772981 0.004442141419681518 -0.0015639571140387228 0.0028932899702340366 -0.0017706804045085466 -0.0018974999825541791 0.0032277225906443899 0.0022124505202685083 0.0053086422634156145 0.0017214057485734184 0.0036982009158236908 0.0047675561785581527 -0.0015305780218509229 0.0016806729104977655
leaf_weight=26 30 32 71 23 20 44 38 53 35 25 24 319 31 20 23 23 35 23 21 20 31 26 82 21 28 26 44 24 23 1880
leaf_count=26 30 32 71 23 20 44 38 53 35 25 24 319 31 20 23 23 35 23 21 20 31 26 82 21 28 26 44 24 23 1880
internal_value=0 0.00159625 -0.00030666 0.00166184 0.00115543 0.00097562 0.00111345 0.000951315 0.00123386 0.00351539 0.00101185 0.0011799 -0.000690142 0.000959849 0.000795234 0.00100553 0.00181048 0.00178162 0.00175456 0.00178567 5.83276e-05 0.00182592 0.00179053 -6.11391e-05 0.00183183 0.00358145 0.00178581 0.00174393 0.00170737 0.00174533
internal_weight=0 3091 103 2988 678 630 610 572 488 48 444 420 84 385 365 342 2310 2284 2261 2240 51 2189 2154 47 2107 54 2053 2009 1985 1962
internal_count=3121 3091 103 2988 678 630 610 572 488 48 444 420 84 385 365 342 2310 2284 2261 2240 51 2189 2154 47 2107 54 2053 2009 1985 1962
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=31
num_cat=0
split_feature=96 11 4 150 42 482 400 475 124 15 15 1453 482 484 15 150 133 0 43 49 52 16 121 124 1427 3 10 1374 483 3
split_gain=0.0391644 0.0349547 0.0250202 0.0203226 0.0566537 0.020001 0.0200191 0.0180166 0.0173825 0.0181877 0.0156376 0.0166566 0.0168334 0.0176406 0.0165552 0.0342734 0.0162559 0.0157003 0.0153975 0.0150488 0.0228516 0.0365507 0.0146841 0.0185185 0.0150166 0.0234217 0.0150108 0.0140125 0.0125153 0.0307384
threshold=0.090365000000000015 -0.072629999999999986 0.042705000000000007 0.12314500000000002 0.088670000000000013 -1.0000000180025095e-35 -0.016164999999999995 -0.07409499999999998 0.08919500000000001 0.17980000000000004 -0.040439999999999997 -1.0000000180025095e-35 0.090355000000000005 0.096935000000000007 0.040760000000000005 0.11156000000000001 -0.14643999999999999 1.0000000180025095e-35 0.24789500000000006 -0.007794999999999999 0.039215000000000007 -0.54656499999999986 -0.081149999999999986 -0.0037749999999999993 0.086130000000000012 -0.082794999999999994 -0.0093599999999999985 0.088460000000000011 -0.095084999999999989 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 -5 -4 -7 -8 9 10 11 -9 13 16 15 -12 18 19 -13 20 21 -18 -3 -24 26 -26 -25 28 29 -28
right_child=-2 2 5 4 -6 6 7 8 -10 -11 14 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0027358509000623599 -0.0029019011251096216 0.004020023718476296 -0.002020916021005674 -0.0043981665186583994 0.0030385525631053106 -0.0015802812587935478 -0.0015435967909676644 0.0037611950291320684 -0.00083063223987425629 -0.0015942208969499919 0.0066052837437988888 0.0047639182737012481 0.0033288096434262119 -0.0018748759757727385 0.00111340944763686 0.0016387507813333563 0.00070356931309620654 0.0031434072164951694 0.0012555945231097526 0.00099265996501254504 0.002076319393127051 -0.0051416851207613948 0.00039908944722967516 0.0039522167559230834 0.005762297818032296 0.0016543481136406107 0.0013349928551536726 0.0040758507295876097 0.0015388405871776308 0.0050197617331933647
leaf_weight=20 21 26 22 20 21 28 24 25 38 20 24 22 32 21 42 33 23 28 29 283 20 20 116 28 23 35 61 23 1957 36
leaf_count=20 21 26 22 20 21 28 24 25 38 20 24 22 32 21 42 33 23 28 29 283 20 20 116 28 23 35 61 23 1957 36
internal_value=0 0.00143123 0.00145829 0.00161772 -0.000589115 0.000948742 0.0010405 0.00114778 0.00124565 0.0013725 0.00147106 0.00124495 0.00111335 0.000954392 0.00261989 0.00372992 0.00109419 0.00086581 0.00276899 0.000681496 -0.000716273 -0.00201515 0.00165697 0.00163001 0.00169602 0.00328336 0.00165229 0.00162128 0.0015938 0.00270254
internal_weight=0 3100 3080 2346 41 734 712 684 660 622 602 503 478 446 99 57 425 374 51 346 63 43 2305 2279 2163 58 2105 2077 2054 97
internal_count=3121 3100 3080 2346 41 734 712 684 660 622 602 503 478 446 99 57 425 374 51 346 63 43 2305 2279 2163 58 2105 2077 2054 97
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=31
num_cat=0
split_feature=2 0 146 39 152 473 1 1213 403 403 50 133 10 123 15 454 132 51 51 159 52 456 150 1209 483 1444 480 1 130 11
split_gain=0.0349058 0.0283331 0.0265478 0.0226 0.0204433 0.0231584 0.0188122 0.0346197 0.020942 0.0267169 0.0332556 0.0218458 0.0274939 0.0208786 0.0196987 0.0266311 0.0191733 0.0202831 0.0328718 0.0240751 0.0223875 0.0189808 0.0163436 0.0162334 0.0152276 0.0149495 0.0259002 0.0176343 0.0173861 0.0251702
threshold=0.13404500000000005 0.034820000000000011 0.085195000000000007 -1.0000000180025095e-35 0.10552500000000002 -1.0000000180025095e-35 0.090540000000000023 0.0036000000000000003 -0.52336499999999997 -0.059794999999999994 0.085685000000000011 0.087035000000000015 0.094860000000000014 0.088205000000000019 -0.46471999999999997 -0.037229999999999992 0.081465000000000024 0.10681500000000001 0.092545000000000016 0.11836500000000001 0.2800700000000001 0.060100000000000008 0.10571000000000001 -0.090889999999999985 0.12605000000000002 -0.083894999999999983 -0.080264999999999989 0.089875000000000024 -0.068174999999999986 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 23 8 -8 10 -10 12 14 -13 -11 -16 17 18 19 21 -19 -17 -5 -7 25 -25 -27 28 -28 -30
right_child=1 -3 -4 22 -6 6 7 -9 9 11 -12 13 -14 -15 15 16 -18 20 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0046619523338796128 -0.0027272518025711181 -0.003079482199624181 0.0046708348284785952 0.0011069812200895097 -0.0018549312572577036 0.0035783314171272357 -0.0019853440928272906 -0.0025131575979425442 0.00085586470252435132 0.0035487511544488371 0.0057745943432598364 -0.0011240492073278645 -0.0017087892118480899 0.0021818611752241852 -0.0023866985144559297 0.001483215484117565 -0.00109596064472909 0.0052606462584143246 -0.0017373427512425493 -0.0014156785478849931 0.001098473753760724 0.0040887422797580555 -0.0019088392265257427 -0.00094927398559565732 0.0040207155939677493 0.0044303473422368025 0.0027688397580883858 -0.00090863803343381737 0.0014286966029894675 -0.002055123047154796
leaf_weight=21 20 25 24 177 20 37 22 28 28 38 27 81 31 25 20 411 31 28 34 27 24 30 20 26 23 29 96 32 1665 21
leaf_count=21 20 25 24 177 20 37 22 28 28 38 27 81 31 25 20 411 31 28 34 27 24 30 20 26 23 29 96 32 1665 21
internal_value=0 0.000108375 0.00135883 0.00047564 0.00133099 0.00135346 0.00132877 0.000947045 0.0010601 0.00114034 0.00327051 0.000990131 0.00120001 -0.000344353 0.00134024 0.00120153 0.0013242 0.00145963 0.00126488 0.00148299 0.00333964 0.00166046 0.000800807 0.0015039 0.00146334 0.00143186 0.00146546 0.00141806 0.00145984 0.0013853
internal_weight=0 242 2879 217 2855 2835 2814 885 857 835 55 780 674 106 643 605 585 554 502 468 52 441 197 1929 1892 1869 1843 1814 1782 1686
internal_count=3121 242 2879 217 2855 2835 2814 885 857 835 55 780 674 106 643 605 585 554 502 468 52 441 197 1929 1892 1869 1843 1814 1782 1686
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=31
num_cat=0
split_feature=96 11 105 2 156 455 133 15 4 49 4 1375 150 15 1 12 13 43 49 3 0 152 15 160 43 133 49 158 403 12
split_gain=0.0317669 0.0280257 0.024456 0.0260863 0.0247435 0.0209865 0.0199638 0.0197267 0.0316447 0.0178571 0.0306831 0.0292524 0.0359035 0.0210792 0.0284801 0.0248427 0.0244378 0.021919 0.0197167 0.0193554 0.0189999 0.0205783 0.0169964 0.0162431 0.0162359 0.0206027 0.0158328 0.0154126 0.0245826 0.0230605
threshold=0.090365000000000015 -0.072629999999999986 0.080965000000000023 0.12043500000000001 0.11659000000000001 0.093105000000000007 0.081415000000000015 -0.033689999999999991 -0.04890499999999999 -0.008964999999999999 -0.021294999999999998 -0.16449999999999998 0.10874500000000002 -0.093244999999999981 0.085605000000000014 0.084225000000000008 -0.083894999999999983 -0.016814999999999997 -0.014169999999999999 -0.085384999999999975 -0.17169499999999996 0.084430000000000019 -0.03241999999999999 -0.022194999999999996 -0.084569999999999992 0.12599500000000005 0.13441 0.085410000000000014 0.085340000000000013 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 9 7 26 -9 10 18 -11 20 14 -12 -15 22 -16 23 -18 -13 27 -17 -3 -8 -26 -5 29 -29 -22
right_child=-2 2 -4 4 -6 -7 24 8 -10 11 13 12 -14 15 17 16 19 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0025693363236496229 -0.0027405677870514671 -0.00077992032747715718 0.0045083597471768204 -0.00028641918146899412 0.003651092491955275 0.0044135951680973886 -0.00063617524171534641 0.0010717644420219585 -0.0039692292850690356 -0.0023605152349253852 0.0011395974410697818 0.0030770608375126859 0.0056071791105205201 0.0015441958565869309 -0.00054084133795516789 -8.8419399357267804e-05 -0.00065993424898290356 -0.0049107493483461443 0.0048424713461744512 0.0026985980395693335 -0.00047893127127705766 -0.0016736796798953867 -0.0034873634313924181 0.0023764614929599965 0.0044552459524801148 0.00063815694752960444 0.0022688415401278003 0.0017782658362960866 0.0053658882782439748 0.0013102492763564762
leaf_weight=20 21 23 22 148 21 21 26 20 33 21 30 62 20 141 22 28 37 24 22 32 75 23 31 56 26 31 29 211 21 1824
leaf_count=20 21 23 22 148 21 21 26 20 33 21 30 62 20 141 22 28 37 24 22 32 75 23 31 56 26 31 29 211 21 1824
internal_value=0 0.00116194 0.00118617 0.00116227 0.00032817 0.00126454 0.000105226 -0.000374534 -0.00206697 0.00124008 0.000661871 0.00135433 0.00138922 0.000213092 -0.00125748 0.000628569 -0.00038005 -0.00282079 0.00219483 0.000897646 0.00135115 0.00130148 -0.00187431 0.00145751 0.00143468 0.00237929 0.000132239 0.00133359 0.00210301 0.00123959
internal_weight=0 3100 3080 3058 334 2724 313 230 53 2703 446 2257 2236 345 76 269 128 46 101 69 2216 2154 59 79 83 57 177 2131 232 1899
internal_count=3121 3100 3080 3058 334 2724 313 230 53 2703 446 2257 2236 345 76 269 128 46 101 69 2216 2154 59 79 83 57 177 2131 232 1899
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=31
num_cat=0
split_feature=0 9 33 97 4 2 1 1213 401 160 481 1185 4 41 1456 51 456 403 403 3 1 131 13 131 1 130 12 4 0 43
split_gain=0.029178 0.0205695 0.029401 0.0267765 0.0251593 0.0215542 0.0155989 0.0457547 0.0213029 0.021245 0.0243235 0.0181048 0.0180971 0.0229817 0.0228933 0.0235617 0.0210069 0.0186413 0.0242247 0.0246455 0.0227037 0.0167261 0.0251768 0.0388247 0.029701 0.0187552 0.0164857 0.0248777 0.0881798 0.0211262
threshold=0.18019500000000002 0.094575000000000006 0.083840000000000012 -0.049229999999999996 0.50194500000000009 -0.020134999999999997 0.086920000000000011 0.0036000000000000003 0.10997500000000002 -0.54200499999999985 -0.082949999999999982 0.085905000000000009 -0.00027999999999999998 0.093890000000000015 -1.0000000180025095e-35 -0.21717499999999998 0.07672000000000001 -0.062634999999999982 -0.44023999999999991 -0.082234999999999989 0.089625000000000024 1.0000000180025095e-35 -0.013634999999999998 0.095715000000000008 0.078340000000000007 0.086650000000000019 0.08598500000000002 -0.15289999999999995 0.11070500000000001 -0.11720999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 11 8 9 -8 -11 21 14 -14 -12 -16 17 18 19 -17 -20 26 24 -24 -23 -25 29 28 -28 -5
right_child=-2 4 -4 6 -6 -7 7 -9 -10 10 12 -13 13 -15 15 16 -18 -19 20 -21 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.00056683583440439358 -0.0018083470876768442 -0.0032744256362396609 0.0039678018719756184 0.0039112631660620017 0.0015279421582818033 -0.003473507136653137 0.0040929430769756437 -0.0025604320631081906 0.0040789722897378467 -0.0026512371574062854 0.0033445584128154828 0.0029426648447822249 0.00027790800317659966 0.0035847480324181641 0.0043420724149438594 0.002605395994725682 0.0030077997204815887 0.00039766671659568082 0.0012183897637600162 -0.0022995749203255401 0.0055315563782082442 0.0057522332514910145 0.0044912171924287193 0.0015838310223030437 0.0011575645718645926 -0.0014490101736890594 -0.0060886294416956262 0.00098181080931346505 0.0021894614264789608 0.0013793404362751056
leaf_weight=31 36 24 35 35 20 23 20 39 21 20 48 63 470 22 21 21 44 361 23 20 26 34 28 44 24 38 22 913 31 564
leaf_count=31 36 24 35 35 20 23 20 39 21 20 48 63 470 22 21 21 44 361 23 20 26 34 28 44 24 38 22 913 31 564
internal_value=0 0.00105514 0.0010862 0.00105265 -0.00109153 -0.00115405 0.00109302 0.000806493 0.000924049 0.000863598 0.000803573 0.00127744 0.000869005 0.000425775 0.00125565 0.00106134 0.000922154 0.000718676 0.00200628 0.000212727 0.00350701 0.00121691 0.00216511 0.00127618 0.00385099 0.000178368 0.00111512 0.000859541 -0.00124673 0.00152728
internal_weight=0 3085 3041 3006 44 54 2952 1156 1117 1096 1076 1796 1056 492 564 516 495 451 90 41 49 1733 168 110 58 82 1565 966 53 599
internal_count=3121 3085 3041 3006 44 54 2952 1156 1117 1096 1076 1796 1056 492 564 516 495 451 90 41 49 1733 168 110 58 82 1565 966 53 599
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 47 1 14 2 4 43 2 1 12 12 4 47 475 150 0 14 1 52 2 0 4 157 13 16
split_gain=6.9495 0.847802 0.8094 0.661778 0.461091 0.307665 0.244596 0.206662 0.205832 0.177392 0.207617 0.117931 0.148465 0.0977509 0.109766 0.100188 0.0985497 0.0897538 0.0790326 0.0655449 0.0604226 0.0595664 0.0607445 0.0662122 0.0534485 0.0528181 0.052802 0.0523375 0.0514779 0.0475457
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.13082500000000002 0.077845000000000011 0.076975000000000002 0.14122000000000004 0.36766000000000004 -0.04890499999999999 0.11177500000000001 0.086920000000000011 0.08401500000000002 0.09141500000000001 -0.51843499999999987 0.081320000000000017 -0.069854999999999987 0.081835000000000019 -0.097024999999999986 -0.42495999999999995 0.15964000000000003 0.056145000000000007 0.088930000000000023 -0.036484999999999997 -0.036839999999999991 -0.069619999999999987 -0.010739999999999998 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 8 26 21 -4 13 10 18 28 -13 15 17 16 -1 -15 -6 -20 -16 -3 23 25 -18 -23 -5 -17 -2 -29
right_child=1 6 7 5 9 -7 -8 -9 -10 -11 -12 12 -14 14 20 27 24 -19 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00064126611813332401 0.0002109580531190023 0.00019010058512874676 0.00045552545328851509 0.00051091847342532516 0.00051266952388462253 0.0002363577373995403 0.00030309705676154132 0.00026071878501469085 0.00059538539406520867 0.00030374413679430944 0.00028885478984987318 0.00038519828768233797 0.00023271809371874086 0.0003679891066153648 0.0003858085332158344 0.00037191831159825414 0.00051354162414217897 0.00050371841599161811 0.00044548540916765513 0.0003324679803167558 0.00048743667264018764 5.0833037415691699e-05 8.4192778703858377e-07 0.0002021325146040273 0.00048056116172312958 0.00016220321786654664 0.00041698842293556908 0.00048350242871883541 0.00012272008454268857 0.00040255868866342215
leaf_weight=21 73 23 28 33 66 36 26 83 75 41 33 31 118 67 24 20 783 26 326 21 358 64 28 21 249 22 76 279 39 31
leaf_count=21 73 23 28 33 66 36 26 83 75 41 33 31 118 67 24 20 783 26 326 21 358 64 28 21 249 22 76 279 39 31
internal_value=0 0.000237273 0.000473583 0.000287311 0.000481092 0.000393519 0.000126864 0.000309859 0.000494678 0.00042717 0.000438517 0.000228306 0.000264442 0.000490612 0.000466345 0.000498947 0.00050829 0.000405935 0.000450475 0.000438646 0.000481052 9.78636e-05 8.21492e-05 0.000103426 0.000505584 7.93231e-05 0.000445426 0.000469136 0.000180232 0.000475408
internal_weight=0 590 2531 406 2420 145 184 111 1933 487 446 261 149 1858 475 1383 1053 93 413 347 382 158 135 107 1032 86 109 330 112 310
internal_count=3121 590 2531 406 2420 145 184 111 1933 487 446 261 149 1858 475 1383 1053 93 413 347 382 158 135 107 1032 86 109 330 112 310
is_linear=0
shrinkage=0.00196078


Tree=8615
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 2 4 0 15 4 150 1 47 0 156 1 52 3 50 131 2 3 4 14
split_gain=12.4092 2.07941 1.41633 1.07863 0.732239 0.657086 0.393993 0.378889 0.320107 0.315096 0.298594 0.27406 0.322316 0.190468 0.248112 0.159502 0.156207 0.117396 0.114742 0.090482 0.116817 0.088736 0.0860545 0.0811005 0.0758811 0.0727594 0.0830069 0.0721869 0.0668876 0.0666573
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10699500000000002 0.09253500000000002 0.14285500000000004 0.14285500000000004 0.40945500000000007 -0.10607499999999999 -0.10653 0.0061450000000000003 1.0000000180025095e-35 0.085605000000000014 0.090100000000000013 -0.079119999999999982 -1.0000000180025095e-35 0.11588000000000001 -0.56176499999999996 -0.12711499999999995 0.10883000000000001 0.086835000000000009 0.31358000000000003 0.0068900000000000012 -0.073934999999999987 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 13 -4 21 -5 16 12 27 14 -1 19 22 -16 29 24 -21 -6 -7 -22 -15 26 -13 -9 -25 -3
right_child=1 2 7 9 8 10 -8 11 -10 -11 -12 25 -14 15 17 -17 -18 -19 -20 20 23 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00061494885351644516 0.00055951027344728688 0.00032404089017825971 0.00033246086036637534 0.00049954613707229201 0.0005646390308608625 0.00061709777689447588 0.00070969967569598316 0.00017759899207043882 0.00026068152372421164 0.00026532430143796725 0.00032623013642571155 1.5531502178878096e-05 7.2432586981539384e-05 0.00059389633754924453 0.00050985766521030921 0.0005046798083120286 0.00036194821449027771 0.00037475373349426421 0.00034388201533789361 0.00069072055364407137 0.00046207912307459246 0.00042804028225738384 0.00050758534867725576 0.00057507167049847979 0.00054159290900751328 0.00010709020707784503 -0.00012974089383622448 0.00033072288556778814 0.00051821641191458995 0.00020436934936750569
leaf_weight=49 74 20 26 34 41 30 79 20 29 63 39 62 95 1027 51 118 27 48 32 23 39 33 343 240 119 22 20 29 119 170
leaf_count=49 74 20 26 34 41 30 79 20 29 63 39 62 95 1027 51 118 27 48 32 23 39 33 343 240 119 22 20 29 119 170
internal_value=0 0.000249419 0.000211111 0.000550051 0.000298656 0.000558412 0.000574119 0.000107271 0.000435294 0.000347423 0.000490001 8.36619e-05 0.000139056 0.000568276 0.000500834 0.000574199 0.000505968 0.000444353 0.000235261 0.000579434 0.000554852 0.000503723 0.000516393 0.000547 0.000588465 6.96269e-06 -1.99008e-05 0.000268223 0.000556225 0.000216966
internal_weight=0 673 599 2448 325 2351 1912 274 103 97 439 248 144 1833 148 1685 400 99 222 1567 421 74 373 398 1146 104 82 49 359 190
internal_count=3121 673 599 2448 325 2351 1912 274 103 97 439 248 144 1833 148 1685 400 99 222 1567 421 74 373 398 1146 104 82 49 359 190
is_linear=0
shrinkage=0.00196078


Tree=8616
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 2 1 14 43 1 0 15 0 1 2 1 1 15 52 1 4 4 16 52 4 0 2 0 42
split_gain=12.5987 2.10052 1.19009 0.921945 0.713154 0.698108 0.430863 0.34969 0.305199 0.30027 0.230952 0.278102 0.23333 0.222408 0.214346 0.208361 0.178937 0.157319 0.235938 0.145249 0.137705 0.134548 0.1193 0.141884 0.102618 0.171809 0.136974 0.0985828 0.0868382 0.0947967
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.091265000000000013 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.025214999999999998 0.085760000000000017 -0.097024999999999986 -0.097454999999999986 -0.22491999999999998 0.122715 0.11177500000000001 0.12656000000000003 1.0000000180025095e-35 -0.036009999999999993 0.056145000000000007 0.13075500000000004 0.27044500000000005 -0.029144999999999997 -0.008904999999999998 0.40674500000000008 -0.46376499999999993 -0.069954999999999976 -1.0000000180025095e-35 -0.059114999999999994 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 9 8 13 -4 10 16 24 12 -12 -7 -2 21 -3 28 -19 -6 -5 -11 -17 -24 25 -1 -27 -13 -15 -30
right_child=1 4 7 20 19 6 -8 -9 -10 15 11 27 -14 17 -16 22 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00087335067442040044 0.00065979811352217339 0.00033601968123500391 0.00062640673333763934 0.00041549362647012368 8.4288294720205018e-05 0.00049318418319921429 0.00046196313767223708 0.00037966213720905576 0.00084761899108377003 0.00055924806574703611 0.00068092988432461217 0.00057350005280243322 0.00044309710942897471 0.00065737080087069594 0.00047625561817952685 0.00048423039544300705 0.00021060744104465411 0.00052624636421016622 0.00075776666409457219 0.00024834972870189183 0.00024228535256549423 0.0003605580244980314 0.00036536147936130198 0.00019735633872433164 0.00060472817484156843 0.00072628560536303088 0.00056971807610542381 0.00069841921358795433 0.0005338881778366426 0.00065346300590721554
leaf_weight=30 116 98 34 60 59 32 48 63 62 38 29 26 35 525 31 20 79 20 110 32 25 20 68 27 27 914 22 369 50 52
leaf_count=30 116 98 34 60 59 32 48 63 62 38 29 26 35 525 31 20 79 20 110 32 25 20 68 27 27 914 22 369 50 52
internal_value=0 0.000376071 0.00067899 0.0005271 0.000296618 0.000687772 0.000642329 0.00046615 0.000712895 0.000336824 0.000707142 0.000670769 0.000550865 0.000653302 0.000621092 0.000394916 0.000280045 0.000660071 0.000722148 0.00014198 0.00036455 0.000490734 0.00034659 0.000317613 0.000723955 0.000727287 0.000722606 0.000690197 0.0006472 0.000594848
internal_weight=0 673 2448 232 441 2351 837 97 1514 350 1452 459 64 789 147 173 177 757 130 91 85 58 115 95 993 966 936 395 627 102
internal_count=3121 673 2448 232 441 2351 837 97 1514 350 1452 459 64 789 147 173 177 757 130 91 85 58 115 95 993 966 936 395 627 102
is_linear=0
shrinkage=0.00196078


Tree=8617
num_leaves=31
num_cat=0
split_feature=4 2 11 52 41 3 2 0 40 13 96 401 1213 0 16 2 16 483 160 1424 0 42 42 2 15 4 42 49 34 1
split_gain=0.0833753 0.0274526 0.0266975 0.0339134 0.0304892 0.0263846 0.0234678 0.0293852 0.0232657 0.0275202 0.0219312 0.0211995 0.0258502 0.0218119 0.0269927 0.0270371 0.0208788 0.0199803 0.0169407 0.0164287 0.0161806 0.0157357 0.0302964 0.0232057 0.0171901 0.015326 0.0151816 0.0297236 0.0196731 0.0150613
threshold=0.26790000000000008 0.10045500000000002 1.0000000180025095e-35 0.088785000000000017 0.079300000000000009 0.63141500000000017 -0.0091949999999999983 -0.07384499999999998 0.051255000000000002 -0.23438999999999996 0.083725000000000008 1.0000000180025095e-35 -0.0043299999999999996 -0.089019999999999974 -0.010264999999999998 0.11144000000000001 -0.13941499999999998 -0.06916499999999999 0.050340000000000003 1.0000000180025095e-35 -0.14920999999999998 0.090310000000000015 0.09858500000000002 0.11704500000000001 -0.41396999999999995 -0.0092149999999999992 0.084145000000000011 -0.0072499999999999986 -0.010024999999999997 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 20 21 7 -1 9 29 -9 13 -13 14 15 18 -15 -18 -11 -8 -4 23 -23 26 -25 -16 27 -2 -29 -3
right_child=5 8 3 -5 -6 -7 19 10 -10 11 -12 12 -14 16 25 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0036419090599967884 -0.00086202504326744636 -0.0021376356504680147 0.0088335888908477513 0.0011704338647957359 0.002293344496865757 -0.0027105707715963947 0.0025426320087885935 -0.0020281643743681557 -0.0014400434924200887 0.0023783160047605636 0.0019700418104944026 0.0025182635142118673 -0.0025660479464568197 0.0053185129377605585 0.0010925038950517774 0.0050742356873039775 -8.6931732517701605e-05 0.0027444617293507761 -0.0012700480679632166 0.0053550229884595391 0.0052077483094763012 -0.0027465419056985916 0.0010200648355861138 0.0014675568374884079 -0.0011113130782336078 -0.0027754569581399362 0.0047804227481330081 8.3154946549343772e-05 0.0035729346010235277 0.0010354489665657569
leaf_weight=26 30 21 20 28 24 20 1902 34 21 35 23 20 20 29 20 24 27 324 20 21 32 29 81 59 46 21 21 21 70 52
leaf_count=26 30 21 20 28 24 20 1902 34 21 35 23 20 20 29 20 24 27 324 20 21 32 29 81 59 46 21 21 21 70 52
internal_value=0 0.0024099 0.00258328 0.0041455 0.00524158 0.000823898 0.00250229 0.00085594 0.00183287 0.00194499 -0.000414853 0.00219135 -2.38922e-05 0.00236857 0.00119323 0.00227369 0.00273972 0.00252666 0.00105164 0.00257334 0.0066023 0.00102191 2.70503e-05 0.00146496 0.000337766 -0.000888647 0.00229845 0.00186769 0.0027676 0.000122644
internal_weight=0 2744 2110 104 76 377 2006 83 634 613 57 540 40 500 120 79 380 351 55 1923 52 357 110 247 105 41 142 121 91 73
internal_count=3121 2744 2110 104 76 377 2006 83 634 613 57 540 40 500 120 79 380 351 55 1923 52 357 110 247 105 41 142 121 91 73
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=31
num_cat=0
split_feature=4 2 3 3 106 160 2 48 3 3 15 42 1 51 156 3 0 48 0 3 15 15 3 15 42 12 16 13 149 48
split_gain=0.067534 0.024714 0.0213716 0.0185818 0.0153056 0.0152354 0.0175039 0.0175109 0.0139475 0.025444 0.0421688 0.0207997 0.0250333 0.019021 0.0215853 0.0166006 0.0557928 0.0189927 0.0203989 0.037885 0.0246236 0.0563383 0.0195778 0.0275925 0.0152315 0.0144847 0.0215414 0.0135046 0.0133922 0.0159695
threshold=0.26790000000000008 0.17025000000000004 0.63141500000000017 0.20828500000000003 0.086340000000000014 0.62940000000000007 0.14960000000000004 0.14505500000000002 -0.14186499999999996 -0.14989499999999997 -0.015744999999999999 0.088575000000000015 0.080000000000000016 -0.047599999999999996 0.087400000000000019 -0.11171999999999999 -0.060129999999999996 -0.14001 -0.10836499999999999 -0.080934999999999993 0.013270000000000002 -0.015744999999999999 0.097915000000000016 -0.11713499999999999 -0.031659999999999994 0.10227500000000002 0.40391000000000005 -0.42195999999999995 0.07770500000000001 -0.074214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 28 4 5 6 7 8 9 10 -1 12 -12 14 -14 16 24 -17 19 -19 21 22 23 -21 -10 -20 -27 -5 29 -2
right_child=2 -3 -4 27 -6 -7 -8 -9 15 -11 11 -13 13 -15 -16 17 -18 18 25 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014318919020958921 -0.0011347032891353592 -0.00055120732515316574 -0.0024395137256942694 0.0017726278721561864 -8.321296565035093e-05 -0.00048221248202025887 0.0052353708073496824 -0.00061031391045876916 0.0039792127251031722 0.0061375604146936295 -0.00019642663747072221 0.0053923305559770342 0.0047530716612181143 0.004964470923628791 0.00075819314883311141 0.0053368145553395162 -0.0033487212844192983 -0.0023260393105447295 0.0024377222707771115 0.0037044895215867426 0.0042551758895141949 -0.0036788163481105587 0.0046553849278058368 0.00051462040656189681 0.00058277719603527507 0.0020062785785058906 -0.00069233078709138296 -0.0011859116472165896 0.0029795424007120191 0.00099763931169718502
leaf_weight=22 40 33 20 36 28 20 20 21 31 24 25 35 21 42 38 20 23 25 1799 39 34 20 23 89 23 191 35 27 29 288
leaf_count=22 40 33 20 36 28 20 20 21 31 24 25 35 21 42 38 20 23 25 1799 39 34 20 23 89 23 191 35 27 29 288
internal_value=0 0.00216891 0.000741508 0.00220202 0.0022424 0.00226725 0.0022884 0.00226556 0.00228916 0.00307611 0.00267461 0.00323574 0.00263669 0.00333796 0.0021801 0.0022199 0.00077583 0.00226878 0.00224156 0.00134913 0.00179732 0.00130862 0.00196921 0.00148653 0.00253258 0.00234293 0.00158835 0.000504682 0.000919716 0.000737598
internal_weight=0 2744 377 2711 2648 2620 2600 2580 2559 207 183 161 126 101 59 2352 77 2275 2255 230 205 171 151 128 54 2025 226 63 357 328
internal_count=3121 2744 377 2711 2648 2620 2600 2580 2559 207 183 161 126 101 59 2352 77 2275 2255 230 205 171 151 128 54 2025 226 63 357 328
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 14 1 2 4 2 4 16 1 12 12 4 475 3 150 4 47 3 1 2 50 43 2 2
split_gain=8.89319 1.07985 0.871745 0.643897 0.639519 0.327081 0.26607 0.264629 0.235681 0.192134 0.203294 0.179281 0.162497 0.110305 0.104135 0.10564 0.0969954 0.125258 0.0948508 0.0712002 0.0711439 0.0710607 0.0685955 0.0684799 0.0550026 0.0535298 0.0569187 0.0524501 0.0955734 0.0521337
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12865500000000005 0.40124500000000002 0.076975000000000002 0.077845000000000011 0.14122000000000004 0.36766000000000004 0.13754500000000003 0.42051500000000003 -0.040964999999999994 0.089770000000000016 0.087005000000000013 0.09141500000000001 -0.51843499999999987 -0.069854999999999987 -0.12018999999999998 0.081835000000000019 -0.036839999999999991 0.08265500000000002 0.084940000000000015 0.16175000000000003 0.088930000000000023 0.10877000000000002 -0.04890499999999999 0.11177500000000001 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 7 11 21 14 -4 10 18 12 -3 -7 16 22 17 -1 -6 -18 -20 -5 23 -16 -13 26 -19 -2 -29 -21
right_child=1 5 8 6 9 13 -8 -9 -10 -11 -12 24 -14 -15 15 -17 19 25 20 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00073711391332527746 0.00025808060246367725 0.00031927700068157516 0.00054148447123311813 0.00061433104605510317 0.00059190543874239397 0.00025127084451739742 0.00031854025263936231 0.00069382121243508033 0.00033344995349684337 0.00037167656495062603 0.00036384150722305902 0.00013615256443610596 0.00017218406050314693 0.00043561134745857111 0.00034703041134657813 0.00056175023979824915 0.00045015662725941808 0.0005987244422906657 0.00051793726148798794 0.00059060534020493423 0.00040019158071540051 0.00049674100631931625 0.00056489412922917112 0.00049725392238557842 2.4709777635227397e-05 0.00056288674049649048 0.00052930143740929025 0.00044034899954489848 0.00029480415238276842 0.00053993424082613361
leaf_weight=22 77 44 28 29 66 24 29 75 83 41 33 90 84 26 20 273 24 840 326 133 21 62 23 28 21 258 48 22 82 189
leaf_count=22 77 44 28 29 66 24 29 75 83 41 33 90 84 26 20 273 24 840 326 133 21 62 23 28 21 258 48 22 82 189
internal_value=0 0.000288518 0.000555839 0.000370714 0.000563633 0.000202909 0.000482093 0.000579632 0.000385927 0.000500129 0.000511937 0.000172738 0.000222747 0.000347128 0.000575023 0.000544227 0.00058202 0.000590562 0.000523771 0.000553185 0.000510811 0.000534215 0.000476849 0.000434661 0.000115069 0.000587748 0.000594972 0.000296872 0.000325592 0.000560864
internal_weight=0 590 2531 301 2420 289 120 1933 111 487 446 239 128 50 1858 344 1514 1168 413 346 347 91 71 48 111 1146 888 181 104 322
internal_count=3121 590 2531 301 2420 289 120 1933 111 487 446 239 128 50 1858 344 1514 1168 413 346 347 91 71 48 111 1146 888 181 104 322
is_linear=0
shrinkage=0.00196078


Tree=8620
num_leaves=31
num_cat=0
split_feature=2 1 399 0 3 16 39 1 2 1348 4 13 16 52 51 1443 51 133 1209 1208 2 12 475 475 11 150 481 151 4 160
split_gain=0.077713 0.033784 0.0454019 0.022576 0.0223922 0.0206654 0.0189186 0.0198531 0.0157314 0.0149384 0.0144846 0.0152038 0.0143623 0.0236119 0.0184814 0.014184 0.0156194 0.0420962 0.0172044 0.0199831 0.0280049 0.0232155 0.0166185 0.0297026 0.0204441 0.019497 0.0225438 0.0220123 0.0219585 0.0191908
threshold=0.13404500000000005 0.095950000000000021 1.0000000180025095e-35 0.034820000000000011 -0.028564999999999997 0.51990500000000017 -1.0000000180025095e-35 0.10937500000000001 0.31765000000000004 1.0000000180025095e-35 0.042705000000000007 -0.078279999999999975 0.19444000000000003 0.092650000000000024 -0.22411499999999998 0.084655000000000022 -0.095144999999999993 0.084760000000000016 0.083050000000000013 0.10837500000000001 0.084855000000000014 0.085565000000000016 -0.084169999999999981 -0.081774999999999973 0.085155000000000022 0.12187000000000002 0.11393500000000002 0.092070000000000013 -0.39518999999999993 -0.077459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 6 10 9 -2 -8 -9 -6 11 -3 14 -14 -1 16 17 -16 22 20 21 -20 -18 29 25 26 27 28 -25 -24
right_child=3 2 -4 -5 5 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0055299946636130871 -0.0021073572174645961 0.0056513934698887176 -0.0029355782654602084 -0.0023503613877110183 0.0013038325008986455 0.0040611519010361431 0.0034891235991381109 0.00031705399991237911 0.0031868244775316934 -0.0015159338247030974 0.0016955404964445573 0.0027417950323121495 0.0021357343158624116 -0.001371769487879993 -0.0015085963245837775 0.0041280423607289165 0.0035942665341391344 0.0037517285937892983 0.0035518479655452431 0.0012852180854327256 0.0030545372203535713 0.0079850567875567966 -0.0018664132492491404 0.0056020512235894181 -0.00059292434154832293 0.0056504021689761435 -0.00074585964709209906 -0.00073777991812676194 0.002550085852887872 0.0021980113588229177
leaf_weight=22 20 20 20 25 310 26 30 145 22 20 136 176 223 21 32 60 132 29 21 31 90 27 26 24 21 20 21 20 1330 21
leaf_count=22 20 20 20 25 310 26 30 145 22 20 136 176 223 21 32 60 132 29 21 31 90 27 26 24 21 20 21 20 1330 21
internal_value=0 0.00236105 0.00176119 0.00049525 0.00189773 0.0013468 0.000823085 0.00112059 0.000695108 0.00113294 0.00248849 0.00303869 0.00255667 0.00183386 0.0026482 0.00261492 0.00256571 0.000992214 0.00261951 0.0035795 0.00409488 0.00604553 0.00251906 0.00242335 0.00250432 0.00255028 0.00250584 0.00255554 0.00260418 -5.03937e-05
internal_weight=0 2879 708 242 688 356 217 197 167 330 332 196 2171 244 1927 1905 1845 61 1784 169 138 48 1615 1483 1436 1415 1395 1374 1354 47
internal_count=3121 2879 708 242 688 356 217 197 167 330 332 196 2171 244 1927 1905 1845 61 1784 169 138 48 1615 1483 1436 1415 1395 1374 1354 47
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=31
num_cat=0
split_feature=1 2 11 1213 480 1212 1212 1209 1209 3 12 3 15 403 403 10 43 480 11 150 150 400 150 158 159 483 1453 158 1455 131
split_gain=0.0634205 0.0210048 0.0206163 0.0205556 0.020424 0.0196712 0.0267607 0.0244872 0.0258109 0.0240856 0.0428378 0.0324183 0.023138 0.0230489 0.0354842 0.0189502 0.0188916 0.0181712 0.0179998 0.0167955 0.0306524 0.0187876 0.017209 0.0165011 0.0298089 0.0173567 0.0264869 0.0202217 0.0186098 0.0200368
threshold=0.12000500000000001 0.092120000000000021 0.080455000000000013 0.39818500000000007 0.11747 0.090080000000000007 0.092815000000000022 0.087170000000000011 0.11155000000000002 -0.086049999999999988 0.087830000000000005 -0.080934999999999993 0.085730000000000015 -0.5492149999999999 -0.52800499999999995 -1.0000000180025095e-35 -0.079584999999999975 0.097055000000000016 0.085155000000000022 0.08926000000000002 0.10571000000000001 -0.070649999999999991 0.083250000000000005 0.11817500000000002 0.11576000000000002 -0.070084999999999981 -0.048199999999999993 0.10254000000000001 -0.08045999999999999 0.11767000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 17 7 -7 13 12 10 -8 -11 -9 -1 -15 16 -16 19 -4 21 -21 -3 -23 24 25 -17 -27 28 -28 -30
right_child=-2 4 18 -5 -6 6 9 8 -10 11 -12 -13 -14 14 15 23 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0048118921808366268 0.00069258331359215266 -0.00034965125309741675 0.0065966503752861172 0.0049930959063723482 0.0048882326072392374 -0.0014201205236304304 0.007046419298349065 0.0035834871539846061 0.0014936522013791231 -0.0024305871100691353 0.0011102968406292702 0.0025595050227517884 0.0081468400769517755 -0.001519867456285283 -0.00073319593328051273 0.0039788380298369499 0.0027710203584283589 -0.00043803220363082117 0.0027524098382604406 -0.0019043118826988521 0.0018012208409398202 0.0019513088410615751 0.0041276038685617482 0.0046820635038117573 -0.00065713021445624315 -0.00053734284447273242 -0.00010747774889046746 0.0048579766738839686 0.0023078325424539937 0.0050177399069070818
leaf_weight=35 334 34 21 28 21 32 20 25 23 23 31 30 20 25 40 65 25 37 29 33 69 829 38 30 33 32 31 32 1068 28
leaf_count=35 334 34 21 28 21 32 20 25 23 23 31 30 20 25 40 65 25 37 29 33 69 829 38 30 33 32 31 32 1068 28
internal_value=0 0.00215079 0.00236604 0.00230634 0.00180064 0.00226069 0.00110872 0.00236431 0.00421879 0.00188682 0.00343819 0.000393993 0.00561164 0.00227698 0.00221401 0.00228146 0.00061458 0.0017383 0.00436699 0.00181858 0.000602372 0.00195627 0.00204669 0.0023636 0.00230964 0.00238759 0.00230075 0.00237911 0.00230872 0.00237706
internal_weight=0 2787 1726 1676 1061 1648 136 1512 68 104 51 53 45 1444 1409 1384 65 1040 50 1003 102 901 867 1319 1289 1256 1191 1159 1127 1096
internal_count=3121 2787 1726 1676 1061 1648 136 1512 68 104 51 53 45 1444 1409 1384 65 1040 50 1003 102 901 867 1319 1289 1256 1191 1159 1127 1096
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=31
num_cat=0
split_feature=2 1 1213 3 3 0 455 156 11 12 157 160 481 1201 149 12 51 1375 16 399 3 50 4 0 12 132 52 2 2 52
split_gain=0.0555951 0.0243137 0.0397546 0.0392301 0.0243632 0.0194799 0.018802 0.0182861 0.0165221 0.0174425 0.0228108 0.022721 0.0165557 0.0162105 0.0161527 0.0159437 0.0242277 0.0158464 0.015725 0.020768 0.018978 0.0237613 0.0202908 0.0234972 0.0261648 0.0173207 0.0153697 0.040022 0.0252971 0.0465149
threshold=0.13404500000000005 0.086920000000000011 0.0036000000000000003 -0.080409999999999995 -0.028564999999999997 0.034820000000000011 1.0000000180025095e-35 0.11740000000000002 0.083010000000000014 0.090545000000000014 -0.08107499999999998 -0.53327999999999987 0.084540000000000018 -0.064749999999999988 0.079000000000000015 -0.10022999999999999 -0.20636999999999997 -0.27302499999999996 0.19444000000000003 0.10153500000000001 -0.055119999999999995 0.11815500000000002 -0.0029599999999999995 -0.082974999999999979 0.091625000000000012 0.080640000000000017 0.11125500000000001 0.083995000000000014 0.084055000000000005 -0.080979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 15 7 17 9 12 -11 -12 14 -13 26 -2 -17 -6 19 20 21 22 23 -15 -25 -20 28 -28 29 -1
right_child=5 2 3 -5 6 -7 -8 -9 -10 10 11 13 -14 18 -16 16 -18 -19 25 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00055386165436357266 0.0025660452355320256 0.0020712222195902138 -0.0046774746663868425 0.0015859205345623195 -0.0019593042670749128 -0.0023037696545943616 0.0037105391178136834 0.0037455290069126272 -0.00071114683727500959 -0.00090224622193002904 -0.0013433183354902127 -0.0007848528039176017 0.0051871604280590662 0.0047766923752051837 0.0051013693346508918 0.0035443525761365891 -0.00014599780839512136 0.00092921323810017914 0.00053685696005878838 0.0055544219282455745 0.0052482781192520634 0.005269921736114405 0.00056073789614177142 -0.00096379437373899333 0.0023587605230860984 0.0037044450973293614 -0.002726520765351043 0.0020634431662083178 0.0021871395580255106 0.0040730246726591113
leaf_weight=25 36 619 20 20 20 25 26 22 20 31 21 20 21 34 21 20 161 377 97 20 20 22 87 27 194 21 21 103 804 166
leaf_count=25 36 619 20 20 20 25 26 22 20 31 21 20 21 34 21 20 161 377 97 20 20 22 87 27 194 21 21 103 804 166
internal_value=0 0.00191763 0.00154915 -0.00154578 0.0016655 0.000339524 0.00110113 0.00093921 0.00214682 0.00217939 0.00173864 0.00188405 0.00240489 0.0020091 0.00235363 0.000644051 0.000261776 0.000783696 0.00211615 0.00241278 0.00224915 0.00208436 0.00187944 0.00232935 0.00195284 0.00110058 0.00230207 0.00125224 0.0024329 0.00346741
internal_weight=0 2879 1104 40 1064 242 445 419 1775 1755 594 563 1161 542 1140 217 181 397 522 404 384 364 342 255 221 118 1119 124 995 191
internal_count=3121 2879 1104 40 1064 242 445 419 1775 1755 594 563 1161 542 1140 217 181 397 522 404 384 364 342 255 221 118 1119 124 995 191
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 4 2 2 1 2 4 14 49 11 0 457 31 50 15 52 1 52 13 2 8 2 1 3 1
split_gain=6.5576 1.02526 0.534554 0.485915 0.448281 0.365387 0.29785 0.288318 0.282954 0.227767 0.213212 0.15003 0.141274 0.115586 0.10587 0.132506 0.123792 0.09931 0.0990353 0.0980102 0.0949906 0.0790819 0.0762096 0.0733538 0.0918251 0.0708241 0.0645777 0.0645118 0.0589654 0.0579692
threshold=0.10508500000000001 -0.059315 -0.080389999999999989 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.092845000000000025 0.088850000000000012 -0.15464999999999998 0.062655000000000016 -0.054984999999999992 1.0000000180025095e-35 -0.13027499999999997 0.080930000000000016 -0.077289999999999984 0.041865000000000006 0.040760000000000005 -0.13993999999999998 0.13436000000000001 0.4002400000000001 -0.47860499999999995 0.31358000000000003 0.08573500000000002 0.094835000000000017 0.090540000000000023 -0.116045 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 13 7 6 10 17 -9 -1 12 -10 22 -2 15 16 -12 -3 23 20 -16 -13 27 -6 -25 -19 -17 -4 -28 -5
right_child=1 4 5 29 18 -7 -8 8 11 -11 14 21 -14 -15 19 26 -18 25 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00046088129400695654 0.00031903421411803666 0.00022731525933890651 0.00052308223994184657 0.00030450088841919105 0.00015917237285265629 0.00031137594187989414 0.00028525507526800916 0.00040938865235136228 0.00041015164378811335 0.00026855261387470972 0.00044230164125629137 0.0002485716995080093 0.00061248455813015532 0.00047067157813098707 0.00056043467393108439 0.00049925326311085283 0.00026078109875978797 3.0157134848590684e-05 0.00021107075315124441 0.00065747212003103045 0.00040138816600416433 0.00013329874843862191 0.00045118771009137158 8.8023928500959828e-05 -8.0350636020667991e-05 0.00017353749077564856 0.00037367217935239656 0.00048406684530616438 0.00046973274973939534 0.00020074364324517362
leaf_weight=40 23 43 966 47 22 41 25 54 20 58 52 150 57 121 42 362 20 27 23 22 22 27 73 33 20 26 26 196 446 37
leaf_count=40 23 43 966 47 22 41 25 54 20 58 52 150 57 121 42 362 20 27 23 22 22 27 73 33 20 26 26 196 446 37
internal_value=0 0.000270398 0.000488941 0.000377316 0.000215618 0.000494857 0.000498116 0.000248691 0.000283645 0.000347054 0.000500445 0.000249177 0.000517046 0.000446452 0.000478825 0.000472584 0.000391879 0.0001573 9.85122e-05 0.000544572 0.000505762 0.000230988 0.000512641 6.39943e-05 2.44864e-05 0.000100495 0.000479552 0.000516501 0.000464441 0.000258798
internal_weight=0 673 2448 228 445 2350 2309 347 251 98 2284 197 1292 144 992 906 72 96 98 86 64 177 1235 75 53 53 834 1162 472 84
internal_count=3121 673 2448 228 445 2350 2309 347 251 98 2284 197 1292 144 992 906 72 96 98 86 64 177 1235 75 53 53 834 1162 472 84
is_linear=0
shrinkage=0.00196078


Tree=8624
num_leaves=31
num_cat=0
split_feature=4 2 3 3 44 48 10 1455 1453 52 16 483 52 131 16 128 4 129 2 1204 48 1212 2 48 51 1212 130 403 132 4
split_gain=0.0675405 0.0211579 0.0193723 0.0168096 0.0181207 0.0167545 0.0160185 0.0146222 0.0191972 0.015742 0.0152571 0.0313233 0.029804 0.0301654 0.0205055 0.0204518 0.019349 0.0159166 0.0159188 0.0289535 0.0255784 0.0209976 0.0254117 0.0221086 0.0196227 0.0192032 0.0159179 0.0256775 0.0194383 0.0255975
threshold=0.26790000000000008 0.17025000000000004 0.63141500000000017 0.20828500000000003 1.0000000180025095e-35 0.13983000000000004 -0.15282499999999996 -0.23681499999999997 -0.13306499999999996 -0.56176499999999996 -0.071359999999999993 0.085510000000000017 0.5140450000000002 0.091295000000000015 -0.12029499999999999 0.11170500000000001 0.065520000000000009 0.11234000000000001 0.087545000000000026 -0.077669999999999989 0.087555000000000008 0.097595000000000015 0.11144000000000001 0.097500000000000017 0.092790000000000011 0.055770000000000007 -0.0087849999999999977 -0.082599999999999993 0.0041800000000000006 -0.08713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 7 -2 -1 -9 -10 11 17 15 -14 -13 16 -12 18 20 -20 24 22 23 25 26 -21 27 -11 29 -28
right_child=2 -3 -4 -5 -6 -7 -8 8 9 10 12 14 13 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0040667474497154002 -0.0013151930705256141 -0.00036269750937318544 -0.0023019288061186674 0.00057039040636034722 0.0042127362521003102 -0.00016079820537318786 0.0010992148448659724 -0.00090043999487534167 0.0037222740565315444 0.0019761245910872118 0.0020053231112457724 0.0031229071050452497 -0.0033601930187571617 0.0020663322834298015 0.0067484456830872938 -0.0010700329994073226 0.0042134746579771364 0.0049118257041656128 -0.0017538707999681883 0.0018935936183800139 0.0060972173477057377 0.0040872808623438088 0.0040001820594202297 -0.0014452929766848683 0.0048671356664272032 -0.0011819371932440183 -0.0010071980922172466 0.0050684817880392074 0.0037764181414100327 0.002035101595961839
leaf_weight=42 30 33 20 63 45 30 327 20 67 58 1235 39 21 20 26 21 41 23 22 263 20 42 43 25 32 22 30 50 57 354
leaf_count=42 30 33 20 63 45 30 327 20 67 58 1235 39 21 20 26 21 41 23 22 263 20 42 43 25 32 22 30 50 57 354
internal_value=0 0.00215412 0.000726655 0.00218476 0.00222317 0.00218877 0.000896323 0.00221617 0.00218546 0.00221004 0.00216858 0.00244339 0.00194142 -0.000713108 0.00457312 0.00202533 0.00207627 0.00231041 0.00225164 0.0017769 0.00258103 0.00197355 0.00172206 0.00140607 0.00245999 0.00165618 0.00231968 0.00340777 0.00205321 0.00179742
internal_weight=0 2744 377 2711 2648 2603 357 2573 2531 2511 2444 1106 1338 41 65 1297 1276 1041 1018 417 601 395 353 310 581 285 549 108 441 384
internal_count=3121 2744 377 2711 2648 2603 357 2573 2531 2511 2444 1106 1338 41 65 1297 1276 1041 1018 417 601 395 353 310 581 285 549 108 441 384
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=31
num_cat=0
split_feature=4 0 12 16 2 49 52 16 3 157 15 484 52 3 159 52 3 2 0 3 1 10 12 2 10 4 15 16 52 13
split_gain=0.0547078 0.0190111 0.0181711 0.017564 0.0173147 0.0249195 0.0197053 0.0242887 0.0407076 0.025176 0.0245843 0.0188625 0.0229468 0.0169429 0.0210361 0.0455681 0.0208283 0.0187418 0.0214157 0.0187083 0.0173412 0.0163415 0.016094 0.0153422 0.0205569 0.0187273 0.0150702 0.0149438 0.0144757 0.014395
threshold=0.26790000000000008 0.089620000000000019 -0.10022999999999999 -0.43320999999999993 0.10188000000000001 0.15665000000000004 0.41580500000000004 0.40020000000000006 -0.10217499999999997 -0.07797999999999998 -0.07490999999999999 0.08764000000000001 0.039215000000000007 -0.13309499999999996 -0.032739999999999991 0.08976000000000002 -0.12018999999999998 -0.0091949999999999983 -0.07384499999999998 -0.014944999999999998 0.07635500000000002 -0.15282499999999996 -0.086254999999999984 0.11474000000000002 1.0000000180025095e-35 0.42642000000000008 0.12211500000000002 0.51222500000000004 0.10263500000000002 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 13 6 7 8 -6 -10 -9 12 -11 14 -1 20 -15 18 -18 -20 -16 -4 -23 24 25 -24 -19 -12 -14 -22
right_child=1 -3 21 -5 5 -7 -8 10 9 11 27 -13 28 16 15 -17 17 26 19 -21 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059077133060149523 0.0010502970777451993 -0.00226981636757652 -0.0019937192919314839 0.0045880074250896508 -0.0021563193282565555 -0.0018418529727072877 0.0039599176055300188 0.0054775090784381104 -0.0010836015112305941 0.00065998612557405635 -2.9249734749707085e-05 0.0044008311066452577 0.0045407318268661147 -0.0010622641738419506 0.0018236780476253182 -0.00099399920759929558 0.0028412501888211679 0.0021383524994848546 0.0011201452118633638 -0.0026127405967563393 0.0063130251002239046 -0.0013077149248120431 0.0016322849939924555 0.00029008014124057448 -0.00075226893000628634 0.0048536045172323404 0.00028640625092925297 0.0024768872006857043 0.001879026431734452 0.0030725990753405945
leaf_weight=23 36 21 24 23 37 22 33 23 38 162 30 23 27 22 31 27 27 1866 29 25 29 34 59 131 23 26 45 115 84 26
leaf_count=23 36 21 24 23 37 22 33 23 38 162 30 23 27 22 31 27 27 1866 29 25 29 34 59 131 23 26 45 115 84 26
internal_value=0 0.000653989 0.000826461 0.0024294 0.00193871 0.0014608 0.00158783 0.0014426 0.000990874 0.00133951 0.00244016 0.00165059 0.00141889 0.00207075 0.00315102 0.00258992 0.0019978 0.00203159 0.000541722 -0.000608043 0.00371511 0.000508031 0.000727965 0.00101756 0.00189997 0.00261763 0.00209474 0.00195838 0.00252647 0.00478119
internal_weight=0 377 356 59 2744 594 572 539 371 334 168 296 273 2150 136 113 2014 1992 81 54 86 297 273 239 108 85 1911 145 111 55
internal_count=3121 377 356 59 2744 594 572 539 371 334 168 296 273 2150 136 113 2014 1992 81 54 86 297 273 239 108 85 1911 145 111 55
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 4 4 4 2 1 14 50 1 1447 159 1 12 52 52 0 15 1 52 10 2 3 39 160 3
split_gain=4.71343 0.749979 0.440966 0.393933 0.29672 0.196469 0.241448 0.175494 0.166327 0.149806 0.131403 0.108654 0.0836465 0.0751639 0.0701991 0.0686161 0.0727593 0.0717354 0.0685439 0.10644 0.0612617 0.0584541 0.0582151 0.0564898 0.0533516 0.0907731 0.0524696 0.0521786 0.0504537 0.0464445
threshold=0.10538500000000002 0.12408500000000001 1.0000000180025095e-35 0.087215000000000015 0.13501500000000002 0.14285500000000004 0.42051500000000003 0.40124500000000002 0.27834500000000006 0.089885000000000007 0.077845000000000011 0.062655000000000016 0.086295000000000011 0.090540000000000023 -0.082869999999999985 0.082585000000000006 0.085110000000000005 0.083815000000000014 0.088785000000000017 -0.42635499999999998 -0.072894999999999988 -0.41396999999999995 0.083345000000000016 0.40674500000000008 -1.0000000180025095e-35 0.10613000000000002 -0.14847999999999997 0.093755000000000019 -0.067824999999999983 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 7 6 -3 9 -5 11 -4 13 21 23 -11 17 20 18 19 -16 -17 -7 -21 -1 -2 -26 -19 -23 -8 -30
right_child=1 5 10 8 -6 12 28 -9 -10 14 -12 -13 -14 -15 15 16 -18 26 -20 22 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0004602942213266749 0.00018298274521070875 0.00028405227894642024 0.0004171928036071005 0.00041455767314017437 0.00028443938582295588 0.00013693567554341407 0.00022068307403003576 0.00028001701592384847 0.00025905264646777369 0.00050030435730262295 0.00025857893565658853 0.00053702417059113463 0.00021466650965220148 0.0004200045090197038 0.00044630010508828693 0.00046787670229141615 0.00056506260798202287 0.00048058678751208394 0.00044556474471403883 0.00036847830288753687 0.00036520282787981854 -2.074904964208937e-05 0.00024219133557897864 0.00037107135662261176 0.0003514769009823324 0.00024310964081331667 0.00041362145050331383 0.00010529373974308295 0.00016182221065298848 5.8468666005258758e-05
leaf_weight=1064 37 88 28 119 48 39 22 26 34 42 71 59 22 245 24 80 21 49 30 23 31 28 36 28 37 151 549 23 35 32
leaf_count=1064 37 88 28 119 48 39 22 26 34 42 71 59 22 245 24 80 21 49 30 23 31 28 36 28 37 151 549 23 35 32
internal_value=0 0.00024575 0.000431635 0.00030324 0.000437024 0.000170555 0.000211223 0.000440199 0.000380001 0.000442025 0.000303439 0.000454677 0.000106285 0.000451043 0.000422067 0.000418169 0.000459225 0.000410547 0.000365239 0.000336206 0.000439202 7.97919e-05 0.000291422 0.000458006 0.000251043 0.000264437 0.000419109 3.60938e-05 0.000139211 0.000112459
internal_weight=0 667 2454 378 2355 289 177 2307 153 2281 99 1396 112 1337 885 843 132 711 113 83 111 90 59 1092 225 188 598 51 89 67
internal_count=3121 667 2454 378 2355 289 177 2307 153 2281 99 1396 112 1337 885 843 132 711 113 83 111 90 59 1092 225 188 598 51 89 67
is_linear=0
shrinkage=0.00196078


Tree=8627
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 4 1 2 2 4 49 1 1 2 1 40 11 50 3 1 50 1 52 16 52 475 1
split_gain=15.2183 2.71516 1.25151 1.06884 0.920486 0.851074 0.684636 0.592675 0.425752 0.38176 0.369804 0.350674 0.272697 0.23982 0.211114 0.18324 0.2485 0.181435 0.153114 0.152702 0.143479 0.160639 0.125503 0.121757 0.116628 0.104688 0.0992605 0.0945337 0.088789 0.106822
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 0.40124500000000002 0.09253500000000002 0.10613000000000002 0.092365000000000017 -0.15289999999999995 -0.054984999999999992 0.16175000000000003 0.080270000000000022 0.089775000000000008 0.13075500000000004 -0.077714999999999992 1.0000000180025095e-35 0.083090000000000011 -0.10519499999999998 0.13288500000000003 0.041865000000000006 0.12958500000000003 -0.56176499999999996 0.13751500000000003 0.039215000000000007 -0.082904999999999993 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 18 11 -4 24 15 -12 -2 23 -1 20 -5 -3 -8 21 -17 -14 -6 -9 -13 -7 28 -27 -30
right_child=1 4 9 17 14 26 19 10 -10 -11 12 25 22 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00083031620776969522 0.00054749428578045056 0.00036835180804330316 0.00073660590020980523 0.00051035204902291295 0.00020723979023241665 0.00045938183544724423 0.00084576324972451898 0.00068178266596216641 0.00053545789841830344 0.00047879517449421412 0.00064350629773210076 0.00085963992961031997 0.00042233981825596503 0.00076591690772550647 3.3633738241387124e-05 0.00059204426977564303 0.00057600145476038053 0.00030863225434182422 0.00021160138369190928 0.0010281597832643907 0.00082688695734324427 0.00077518997550202109 0.00026318345859284892 0.00036825678380681017 0.00049308151773670142 0.00083222697329325137 0.00063912286227490718 0.0007799765664984735 0.0007325850262344777 0.00059359632368943479
leaf_weight=991 23 46 34 60 65 27 25 34 24 63 20 39 142 121 21 20 21 24 50 60 251 232 22 25 20 31 21 305 281 23
leaf_count=991 23 46 34 60 65 27 25 34 24 63 20 39 142 121 21 20 21 24 50 60 251 232 22 25 20 31 21 305 281 23
internal_value=0 0.0004545 0.000787426 0.000628494 0.000365353 0.000796431 0.000801817 0.000416763 0.000795199 0.000569162 0.000469221 0.00079804 0.00042735 0.00073103 0.00021066 0.000814636 0.00078498 0.000452718 0.000286711 0.000974514 0.000793705 0.000760655 0.00040099 0.000251967 0.000611893 0.000761012 0.000538019 0.000755002 0.000732263 0.000722069
internal_weight=0 673 2448 228 445 2351 2303 334 2218 97 238 2194 184 144 111 1515 524 84 96 85 503 252 164 90 54 679 48 640 335 304
internal_count=3121 673 2448 228 445 2351 2303 334 2218 97 238 2194 184 144 111 1515 524 84 96 85 503 252 164 90 54 679 48 640 335 304
is_linear=0
shrinkage=0.00196078


Tree=8628
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 150 49 16 2 4 0 15 0 4 0 1 1 52 156 133 2 15 1 4 0
split_gain=5.08528 0.787906 0.48311 0.35129 0.261004 0.258106 0.164049 0.161228 0.136169 0.130498 0.0905225 0.0887755 0.0882814 0.0865261 0.0852557 0.114933 0.139114 0.068156 0.0737269 0.0994699 0.0678144 0.0619425 0.0610511 0.0530011 0.0521196 0.0877522 0.0506077 0.0488394 0.0465381 0.0479966
threshold=0.10538500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 -0.054984999999999992 -0.042349999999999992 0.31358000000000003 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.07929499999999999 -0.39518999999999993 -0.060129999999999996 0.078340000000000007 0.083345000000000016 0.12418000000000001 0.091255000000000017 0.086990000000000012 0.10613000000000002 -0.095869999999999983 0.13075500000000004 0.022185000000000003 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 24 6 14 13 -4 10 28 -2 -9 22 15 16 -1 -17 20 -20 -19 -16 -6 -22 25 -3 -23 -5 29 -7
right_child=1 4 8 27 7 9 -8 12 -10 -11 -12 -13 -14 -15 21 17 -18 18 19 -21 23 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050766177773983788 0.00029114979388667085 0.00036236361880822161 0.00040532482794411863 0.00026902657988316867 0.00013252817345459691 0.00044601934560395163 0.00054196757272525705 0.00019261763930893174 0.0002521841185586035 0.00029657641529283316 0.000307178308594118 0.00041958963364557503 0.00033776933910154727 1.9779322726075605e-05 0.0004335866071968275 0.00046622148819855505 0.00032505362964422338 0.00042071818549861657 0.00043531278520331094 0.00031734177477511707 0.00059742506025963057 0.0004031957354474664 0.00023346597493809464 0.00046820807995597014 0.00017889337592265185 0.00024675415773295009 0.00027680523888347971 0.00016587430167961501 0.00039148525968270894 0.00034992427809193809
leaf_weight=23 25 34 34 60 157 218 79 49 65 41 29 120 24 23 108 1161 53 32 327 30 26 29 27 23 25 98 21 25 133 22
leaf_count=23 25 34 34 60 157 218 79 49 65 41 29 120 24 23 108 1161 53 32 327 30 26 29 27 23 25 98 21 25 133 22
internal_value=0 0.000245881 0.00043896 0.000338774 0.00019699 0.0004446 0.000454481 0.000161108 0.000304778 0.000401955 0.000412702 0.000397445 0.000240339 0.000133166 0.000450711 0.000454818 0.000380317 0.000458359 0.000437517 0.000425399 0.000490924 0.000407171 0.00014734 0.000536772 0.000260985 0.000276532 0.000350112 0.000238688 0.000420906 0.000437211
internal_weight=0 667 2454 230 437 2355 1912 280 99 443 402 145 73 207 1833 1675 76 1599 438 357 81 158 184 49 157 132 50 85 373 240
internal_count=3121 667 2454 230 437 2355 1912 280 99 443 402 145 73 207 1833 1675 76 1599 438 357 81 158 184 49 157 132 50 85 373 240
is_linear=0
shrinkage=0.00196078


Tree=8629
num_leaves=31
num_cat=0
split_feature=1 2 48 474 475 4 0 13 48 52 3 1446 3 49 15 42 157 156 474 2 43 43 130 3 12 0 13 1210 42 15
split_gain=0.110615 0.0327736 0.0231455 0.0199221 0.0225508 0.0266935 0.0202505 0.0194146 0.0230487 0.0366064 0.0353859 0.0279779 0.0272072 0.0223258 0.0300625 0.0228697 0.0220427 0.0319358 0.0215051 0.020089 0.0225874 0.0220643 0.0193692 0.019069 0.0216152 0.0183234 0.0346685 0.0224427 0.0215077 0.0182464
threshold=0.12000500000000001 0.10672500000000001 0.13400000000000004 0.10008000000000002 -0.077819999999999986 -0.46376499999999993 0.12411500000000002 -0.097224999999999992 0.093265000000000015 0.13140000000000004 -0.014944999999999998 0.11018500000000002 -0.078584999999999988 -0.008964999999999999 -0.094329999999999983 0.088795000000000013 -0.087084999999999982 0.087515000000000009 0.083685000000000023 0.083715000000000026 0.10915000000000001 0.0034250000000000005 -0.11198999999999999 0.30112000000000005 -0.42850999999999995 -0.071719999999999992 -0.053889999999999993 -0.00064999999999999986 0.089390000000000011 0.092715000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -6 19 11 10 -10 13 -13 14 -9 16 17 18 -15 -1 21 -21 -18 -2 -25 26 28 -27 -17 -29
right_child=23 2 -4 -5 6 -7 -8 8 9 -11 -12 12 -14 15 -16 25 22 -19 -20 20 -22 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.0062143050201120785 0.0015976486227959278 0.0025949003465939313 -0.00093953204562976253 0.0048230615109346358 0.0026768992765004028 -0.0025716744386591016 -0.00037928991343664088 -0.00025805617884830818 0.0033365584682802105 -0.0018172024198892444 -0.0008244264032691717 0.0084435092511557751 0.0033473804931749003 0.0017229951139038002 0.0027531611408742793 -0.00052471452603640499 0.0058931566958856443 0.0079518604368247377 0.0060846148384734993 0.0036160264077937303 0.0055100083674826635 -0.00025336470222100618 0.0033582029710815622 0.0019432244356721641 -0.0012033458010934782 0.0066040928050389762 -0.00097119540381566472 0.0042347262868693532 0.0028669315433589651 0.0011997731460724028
leaf_weight=40 239 20 21 33 378 20 23 38 112 22 25 20 22 26 260 20 31 27 20 56 41 20 1089 34 61 23 29 52 287 32
leaf_count=40 239 20 21 33 378 20 23 38 112 22 25 20 22 26 260 20 31 27 20 56 41 20 1089 34 61 23 29 52 287 32
internal_value=0 0.00304707 0.00230917 0.0024531 0.00227576 1.1613e-05 0.00250161 0.00320644 0.00312751 0.00196922 0.00257725 0.00322071 0.00577411 0.00316526 0.00236918 0.00331027 0.00353811 0.00522179 0.00361935 0.0042797 0.0036183 0.00259777 0.00342837 0.00112127 -7.72049e-05 0.00269671 0.00233378 0.00383638 0.00264598 0.00307855
internal_weight=0 2787 495 474 441 40 401 2292 2135 159 137 1976 42 1934 298 1636 1193 73 46 157 117 76 1120 334 95 443 336 107 307 84
internal_count=3121 2787 495 474 441 40 401 2292 2135 159 137 1976 42 1934 298 1636 1193 73 46 157 117 76 1120 334 95 443 336 107 307 84
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 14 4 1 2 4 4 2 15 3 1 15 1 475 4 160 3 51 15 10 14 43 11 47 12
split_gain=5.77873 0.746613 0.588863 0.408375 0.341598 0.223188 0.213048 0.182453 0.144639 0.135327 0.135409 0.125414 0.124842 0.104028 0.125297 0.0941954 0.0891537 0.0837918 0.080235 0.0706845 0.0688688 0.0684202 0.101122 0.058429 0.0784745 0.0554012 0.0540081 0.0526516 0.0520184 0.0491723
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.076975000000000002 0.40124500000000002 0.077845000000000011 0.14753000000000002 0.27834500000000006 0.36766000000000004 0.14122000000000004 0.013270000000000002 -0.12018999999999998 0.077845000000000011 0.081070000000000017 0.14089500000000002 -0.066784999999999983 -0.036839999999999991 -0.0094199999999999978 -0.066704999999999987 -0.10056999999999998 -0.41942499999999994 -0.38124499999999995 -0.41790499999999997 -0.080324999999999994 0.075910000000000019 0.07813500000000001 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 9 13 19 -4 10 -3 12 18 14 15 -1 -15 -7 -6 -5 -17 29 -23 -11 -25 -12 -10 -8 -24 -16
right_child=1 5 8 7 11 17 27 -9 26 23 25 -13 -14 16 21 20 -18 -19 -20 -21 -22 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00049744088448903305 0.00028254955447640207 0.00030421065465412671 0.00047071067256336454 0.00055312160364754542 0.00052877696598380489 0.00039672461198338497 0.00053093637238937061 0.00029461986037063149 0.00033963807211955465 0.00018095532534917927 0.00025960238706746619 0.0003317794259537988 0.00035377668600087604 0.00062780790544975985 0.00052404824028269169 0.00026572227751945748 0.00051350637047821467 0.00022927555935822573 0.00045508456059407872 0.00043584326780498364 0.00042470111021914798 0.00053820053687672208 0.00041381985881787196 0.00015469736609534891 3.5560698997156292e-06 0.000153450419089943 0.0002293149209459574 0.00064360436549351229 0.00050735134288839906 0.00048934311568755995
leaf_weight=27 181 44 28 29 68 27 23 29 59 32 24 33 41 27 265 20 927 20 345 62 22 48 108 25 28 89 24 52 29 385
leaf_count=27 181 44 28 29 68 27 23 29 59 32 24 33 41 27 265 20 927 20 345 62 22 48 108 25 28 89 24 52 29 385
internal_value=0 0.00027301 0.000488497 0.000341356 0.000494902 0.000201825 0.000506595 0.000430057 0.000348848 0.000177812 0.000211929 0.00044849 0.000456973 0.000502459 0.000487387 0.000407084 0.000516741 0.00032547 0.000467218 0.000473218 0.000348997 0.000494023 0.000460753 0.000114795 7.48491e-05 0.000175996 0.000307737 0.000609053 0.000433618 0.000503492
internal_weight=0 590 2531 301 2420 289 1933 120 111 242 157 487 454 1858 904 69 954 47 413 91 42 835 185 85 53 113 83 75 137 650
internal_count=3121 590 2531 301 2420 289 1933 120 111 242 157 487 454 1858 904 69 954 47 413 91 42 835 185 85 53 113 83 75 137 650
is_linear=0
shrinkage=0.00196078


Tree=8631
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 1 14 2 11 1 4 49 1 48 1 159 15 150 39 2 52 16 43 3 51 147 4
split_gain=11.3754 1.40652 1.20669 1.01118 0.814703 0.551628 0.477752 0.374329 0.283882 0.277433 0.265224 0.19433 0.247848 0.3267 0.179002 0.164675 0.153488 0.139017 0.134966 0.10271 0.0995255 0.103273 0.0880513 0.08554 0.0840645 0.0922522 0.1211 0.0829309 0.0827878 0.0778559
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.14122000000000004 0.12958500000000003 0.089885000000000007 0.09253500000000002 0.076175000000000007 0.14285500000000004 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.012034999999999999 0.090540000000000023 0.090390000000000012 0.16540500000000002 0.084250000000000005 0.040760000000000005 1.0000000180025095e-35 0.085060000000000011 -1.0000000180025095e-35 -0.07167999999999998 0.19444000000000003 0.0016850000000000001 -0.10831999999999999 0.11144500000000002 0.088610000000000008 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 5 7 28 9 -4 15 18 12 24 -14 -2 27 -15 -8 20 23 21 -5 -17 -13 25 29 -27 -1 -3 -9
right_child=1 6 8 10 -6 -7 17 11 -10 -11 -12 19 13 16 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00060412744023430321 0.0003283972673428555 0.00026744328628802586 0.00050759779744821297 0.00044318970526305361 0.00030608347951878906 0.00034693529676166747 0.00010680717747176936 0.00059260140019410854 0.00029248043426141987 0.00072920752400840909 0.00012667235645008598 0.00063155136158917239 0.00056646682593334955 0.00018560511973120418 0.00053306948568255901 0.00043070133102983112 0.00042852741474395288 -6.4687013459138832e-05 0.00019832235713112777 0.00075229870191976134 0.00025731048594945566 0.00029455594942156296 0.00055772520963000814 0.00048407904416843155 0.00050793744754190997 0.0003768415869597126 0.00053878699818366688 0.00049785311416325495 0.00013279017812857643 0.00053308667050454826
leaf_weight=1064 20 107 34 41 45 41 135 275 77 58 43 62 35 20 92 23 20 21 37 20 41 32 239 20 169 20 158 29 21 122
leaf_count=1064 20 107 34 41 45 41 135 275 77 58 43 62 35 20 92 23 20 21 37 20 41 32 239 20 169 20 158 29 21 122
internal_value=0 0.000255944 0.000558279 0.000348175 0.000567448 0.000572401 0.000156569 0.000576361 0.000358372 0.000596409 0.000262532 0.000545604 0.000535553 0.00042812 0.000496521 0.000590725 0.000307066 8.37214e-05 0.00030122 0.000626311 0.000334617 0.000378035 0.000546574 0.000595583 0.000546382 0.000557682 0.000520591 0.000601308 0.000245352 0.000574312
internal_weight=0 590 2531 306 2420 2375 284 2334 111 1413 194 921 819 75 112 1355 40 156 151 102 114 73 262 82 744 575 178 1093 128 397
internal_count=3121 590 2531 306 2420 2375 284 2334 111 1413 194 921 819 75 112 1355 40 156 151 102 114 73 262 82 744 575 178 1093 128 397
is_linear=0
shrinkage=0.00196078


Tree=8632
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 4 2 4 14 2 12 52 1 124 47 52 1 4 51 50 4 2 1 51 11 0 1
split_gain=13.8568 1.57973 1.44196 0.817775 0.705215 0.665011 0.511151 0.402225 0.400117 0.308452 0.277015 0.248623 0.247712 0.18329 0.178943 0.177156 0.210194 0.175275 0.167901 0.157525 0.13786 0.126366 0.121685 0.121064 0.15115 0.211058 0.115926 0.114145 0.127289 0.106717
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092845000000000025 0.14285500000000004 0.091545000000000015 -1.0000000180025095e-35 -0.17966999999999997 0.10803500000000001 0.033845000000000007 0.076175000000000007 0.11389000000000002 0.13597000000000004 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.077555000000000013 -0.52606999999999993 0.12000500000000001 -0.046564999999999988 -0.10056999999999998 0.041865000000000006 -0.50690499999999983 0.088930000000000023 0.083345000000000016 -0.033649999999999992 0.080455000000000013 -0.060129999999999996 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 7 11 19 -6 29 13 23 17 27 15 16 -10 21 -2 -3 -11 -1 -7 -4 -25 -26 -23 28 -8 -9
right_child=1 5 6 -5 8 22 10 9 14 20 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 26 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00076614790875877028 0.00074437380734444997 0.00036471565683932327 0.00088312025528912441 0.000347248345532538 0.0007091768091174067 0.00012367043474199296 0.0007012531755083496 0.00063004586546816293 0.00038716756172624289 0.00049947026057862759 0.00059964215052808571 0.00087866080323042062 0.00046227778366053092 0.00053909547007349875 0.00061764758424302183 0.00036247053751214161 0.00062534448295892134 0.00080337174215904471 0.00056904755118820395 0.00017921377480554655 0.00032551489129844868 0.00050054538331271634 0.0002769600897451489 0.00074156082118463087 0.00070491153818781497 0.00050067102552211584 0.00065156387707406764 0.00077638095545373177 0.00061760132154348364 0.0004321462135104572
leaf_weight=31 28 24 20 74 28 85 512 22 28 20 154 46 23 29 22 73 29 35 84 66 141 23 26 917 264 21 130 65 81 20
leaf_count=31 28 24 20 74 28 85 512 22 28 20 154 46 23 29 22 73 29 35 84 66 141 23 26 917 264 21 130 65 81 20
internal_value=0 0.000357668 0.000691352 0.000507198 0.000586725 0.000288825 0.000712287 0.000337789 0.000493785 0.000386162 0.000674805 0.000737147 0.000655855 0.000691653 0.000454107 0.000426431 0.000508345 0.000676185 0.000612879 0.000228681 0.000347124 0.000651991 0.000159576 0.00073182 0.000729303 0.000689862 0.000628862 0.000698377 0.000689827 0.000535808
internal_weight=0 590 2531 186 422 404 2109 293 180 203 841 1268 242 687 152 130 57 219 112 90 161 184 111 1222 1202 285 153 658 593 42
internal_count=3121 590 2531 186 422 404 2109 293 180 203 841 1268 242 687 152 130 57 219 112 90 161 184 111 1222 1202 285 153 658 593 42
is_linear=0
shrinkage=0.00196078


Tree=8633
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 2 47 4 0 12 2 4 0 2 11 14 43 34 2 13 1 4 0 0 4 15 2 158 16
split_gain=10.6318 1.27029 1.1955 0.900685 0.678767 0.406716 0.365492 0.351307 0.277094 0.268587 0.232316 0.231709 0.217974 0.208938 0.189445 0.18109 0.165512 0.139739 0.136318 0.206945 0.148153 0.12743 0.1253 0.115638 0.11524 0.109944 0.231314 0.119352 0.108268 0.104061
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.089570000000000025 0.091265000000000013 0.13082500000000002 -0.17966999999999997 -0.23194499999999998 0.13597000000000004 0.17760500000000004 0.40473500000000007 1.0000000180025095e-35 0.10252500000000002 1.0000000180025095e-35 0.076175000000000007 -0.04890499999999999 -1.0000000180025095e-35 0.13404500000000005 -0.072819999999999982 0.090840000000000018 0.053180000000000012 -0.23001499999999997 0.034820000000000011 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.085030000000000008 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 -3 16 11 -6 -1 15 18 -7 14 17 -8 22 -10 -5 20 -20 -17 29 -19 -23 27 -27 -11 -24 -4
right_child=1 3 6 7 8 12 10 -9 13 25 -12 -13 -14 -15 -16 21 -18 23 19 -21 -22 24 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0008148939984579987 0.00062228606319894976 0.00033324720611623086 0.00066652165562907154 0.00013079206860971217 0.00062521035081408282 0.00056689938566848342 0.00059999812233732411 0.00040913877692911449 0.00041729113744462239 0.00069332038379677462 0.00045572866842350597 6.9350648685591792e-05 0.00033655707855541225 0.00024087468438706145 0.00037204456109610608 0.00081864498676343137 0.00077511311174455297 0.00046866902070847612 0.00024675009353940507 0.00019354399091146162 0.00044003983839335884 0.00053244723229537881 0.00052596112610954872 0.00064471730775218089 0.00070080410258962177 0.00059932141734904171 0.00038804026285406895 0.00051508468301857211 0.00069665950010804577 0.00061247657901149048
leaf_weight=22 52 186 1123 45 31 56 577 34 42 52 38 45 22 21 73 23 46 26 31 89 30 22 50 32 54 76 27 20 20 156
leaf_count=22 52 186 1123 45 31 56 577 34 42 52 38 45 22 21 73 23 46 26 31 89 30 22 50 32 54 76 27 20 20 156
internal_value=0 0.000329638 0.000621924 0.000301352 0.000526657 0.000383086 0.000640986 0.000222602 0.000453074 0.000610698 0.000604906 0.000196176 0.000501931 0.000425568 0.000447987 0.000613291 0.000659453 0.000503426 0.000225444 0.000253839 0.000341811 0.000690769 0.000655509 0.000565799 0.000652069 0.000585028 0.000543937 0.00064381 0.000574732 0.00065993
internal_weight=0 590 2531 538 422 264 2109 274 225 197 714 240 78 194 173 676 1395 100 195 150 61 99 1349 58 76 175 103 72 70 1279
internal_count=3121 590 2531 538 422 264 2109 274 225 197 714 240 78 194 173 676 1395 100 195 150 61 99 1349 58 76 175 103 72 70 1279
is_linear=0
shrinkage=0.00196078


Tree=8634
num_leaves=31
num_cat=0
split_feature=1 1 3 4 14 4 133 376 2 49 0 16 1 3 3 1 15 12 151 484 1213 1212 49 49 43 16 49 43 15 1454
split_gain=0.244714 0.0572035 0.0408933 0.0295248 0.0269062 0.0264316 0.0255179 0.0272675 0.0253154 0.0224753 0.0309728 0.03192 0.0264891 0.0195755 0.0557871 0.0291927 0.0271685 0.0223355 0.0221922 0.0191802 0.0173755 0.020075 0.0151347 0.0166511 0.0297198 0.0802465 0.0231557 0.0263222 0.0187923 0.0278672
threshold=0.10337500000000001 0.13707500000000003 -0.03694999999999999 0.42642000000000008 -0.41076499999999994 0.40124500000000002 0.089200000000000015 0.08746000000000001 0.092120000000000021 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 0.15471500000000002 -0.14186499999999996 -0.11171999999999999 0.089770000000000016 0.040760000000000005 0.089410000000000003 -0.083294999999999994 0.087495000000000017 0.39818500000000007 0.11387000000000001 0.11428500000000001 0.085970000000000005 -0.082144999999999982 -0.014754999999999999 0.09517500000000001 -0.0095349999999999983 0.083195000000000005 0.08950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 8 19 -8 20 -3 11 -11 -12 16 -15 18 17 -10 -16 -4 21 22 23 28 25 -25 27 -26 -1 -30
right_child=1 9 6 4 -6 -7 7 -9 13 10 12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0045084483859184126 0.0045631930161630961 -0.0014454946199792529 0.0024043350724694259 0.004285907527876341 -0.00055568386839392292 0.001273517724952068 -0.0025105415214230088 0.0025272043125534605 0.0029988232301548126 0.0012110420193968585 0.0015554204192834305 0.0054037861479446295 -0.0028386555470364251 -0.00071065869415178897 0.0072180722502927334 0.0024162855236067415 0.0089810236170887944 0.006961468218825758 0.0043853662323490002 0.0052198242723803835 0.007456753883577351 0.002759949793959627 0.0028844944845221824 0.0045770471152435576 0.0046424388344324125 0.012934329234994948 0.0032195041616796521 0.0088946992958274986 0.0053699437785241673 0.001675248352278556
leaf_weight=577 205 31 233 22 24 22 21 22 33 46 34 30 23 23 29 74 20 25 597 27 28 41 33 27 37 20 40 24 732 21
leaf_count=577 205 31 233 22 24 22 21 22 33 46 34 30 23 23 29 74 20 25 597 27 28 41 33 27 37 20 40 24 732 21
internal_value=0 0.00261983 0.00310547 0.00404943 0.00175986 0.00472379 0.00232351 6.69098e-05 0.00475567 0.000979307 0.00154449 0.00286607 -0.000217628 0.00429771 0.00413534 0.00429456 0.0058028 0.00470686 0.00451659 0.00269671 0.00498783 0.00494329 0.00500254 0.00504983 0.00605601 0.00813334 0.00508934 0.00631546 0.00493786 0.0052669
internal_weight=0 718 554 251 46 2403 303 43 2381 164 133 76 57 801 723 700 78 58 626 260 1580 1552 1511 1478 148 47 101 61 1330 753
internal_count=3121 718 554 251 46 2403 303 43 2381 164 133 76 57 801 723 700 78 58 626 260 1580 1552 1511 1478 148 47 101 61 1330 753
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=31
num_cat=0
split_feature=1 1 123 155 50 10 43 0 44 51 484 132 3 3 150 49 12 1 0 51 15 2 394 12 15 42 1455 158 0 42
split_gain=0.198298 0.0375802 0.0303847 0.0295214 0.0294241 0.0248637 0.0237555 0.0518155 0.0225969 0.0218388 0.0204497 0.0231017 0.0214629 0.022774 0.0200035 0.0228186 0.0193217 0.0192232 0.0456672 0.0280379 0.0278912 0.0246735 0.0233312 0.0185497 0.0246391 0.022513 0.020559 0.0374175 0.0169676 0.0165341
threshold=0.10920500000000001 0.14699000000000004 1.0000000180025095e-35 0.084785000000000013 0.14026500000000003 -0.062879999999999978 0.070450000000000013 -0.084674999999999986 1.0000000180025095e-35 -0.24351499999999995 -0.070054999999999992 0.091615000000000016 -0.14847999999999997 0.31534000000000006 0.10375000000000002 -0.0081349999999999981 -0.042789999999999988 0.086920000000000011 -0.12333499999999999 0.087505000000000013 0.13592500000000005 0.10005000000000001 -0.079949999999999979 0.090545000000000014 0.098485000000000017 0.086035000000000014 -0.23681499999999997 0.11174500000000002 -0.11242999999999999 0.099210000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 6 -3 9 -8 17 -2 -11 12 -12 14 15 -14 -7 20 19 21 23 -19 -20 24 26 -26 -1 29 -25 -28
right_child=1 5 -4 -5 -6 16 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 22 -21 -22 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=0.007701606746940386 0.0042166336329982563 -0.0028281448985494322 0.002632480419512528 0.0053322163382262897 0.0058825199314880942 -0.00075116041999567177 0.0079620176833122974 0.00076371788047254092 0.0069449930793545655 -0.0015434889495372773 -0.00061663075767714407 -0.0015394577779807152 0.00057476663535808103 -2.6640018117369007e-05 0.0048174357723577751 0.0029169646371651364 0.00276245433727608 -0.0019046861496146606 0.0011434842352755369 0.0045805759564111082 0.001818669105811817 0.0020288253626159322 0.0042723750256104106 0.0066179864743996109 0.0093842095074554294 0.0048555511485218359 0.0045553083687890948 0.00036271358174937114 0.0039049855685122678 0.0068640485045762039
leaf_weight=21 34 21 120 33 21 29 20 20 31 20 29 20 59 38 35 141 34 23 25 27 41 52 510 24 21 23 1012 21 584 32
leaf_count=21 34 21 120 33 21 29 20 20 31 20 29 20 59 38 35 141 34 23 25 27 41 52 510 24 21 23 1012 21 584 32
internal_value=0 0.00209997 0.00418609 0.00244816 0.00223037 0.000151771 0.00204601 0.00436287 0.00426228 0.00179954 0.00155924 0.00175196 0.00196993 0.00224469 0.00261197 0.00222602 0.00114508 0.00422785 0.00375646 0.00181732 0.00439664 0.000822548 0.00412617 0.00445746 0.0046971 0.00701696 0.00460311 0.00454201 0.00401208 0.00462607
internal_weight=0 554 2567 470 437 84 416 40 2447 376 342 322 302 273 235 200 63 2416 637 102 1779 75 535 1738 1130 44 1086 1065 608 1044
internal_count=3121 554 2567 470 437 84 416 40 2447 376 342 322 302 273 235 200 63 2416 637 102 1779 75 535 1738 1130 44 1086 1065 608 1044
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=31
num_cat=0
split_feature=1 4 2 9 484 0 15 10 43 484 12 14 2 12 12 10 16 12 156 14 11 13 0 2 3 14 0 1 160 457
split_gain=0.161883 0.0520866 0.0462275 0.0273806 0.0290682 0.0269269 0.0263043 0.0337541 0.0223649 0.0200439 0.0195165 0.0204509 0.0206428 0.0191788 0.0191484 0.0181789 0.0177231 0.0239999 0.0175006 0.0199595 0.0206699 0.0174811 0.0174809 0.0162457 0.0223259 0.0160978 0.0259739 0.0299918 0.0312622 0.0190733
threshold=0.10124500000000002 -0.17966999999999997 0.13622000000000004 -1.0000000180025095e-35 0.096415000000000015 -0.13843999999999998 -0.079929999999999987 -0.39840999999999999 0.084740000000000024 -0.076559999999999975 0.11734000000000001 0.062655000000000016 -0.090999999999999984 0.11734000000000001 -0.11019 -0.0087699999999999983 -0.010264999999999998 -0.085119999999999987 0.085790000000000019 0.07913000000000002 0.076920000000000002 -0.011289999999999998 -0.019414999999999998 0.13404500000000005 0.10299500000000002 -1.0000000180025095e-35 -0.14001499999999997 0.085110000000000005 0.08443500000000001 0.041220000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 21 3 15 5 16 7 -4 9 -7 11 12 -1 22 -9 -3 17 -5 19 -13 -21 -2 -11 24 25 -14 27 -27 -29 -28
right_child=1 2 6 4 -6 8 -8 14 -10 13 -12 18 23 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00079396112123504288 0.0018033564895052802 0.0019900171454214763 0.0047596687427721926 -0.00019738968830400458 -0.00073670536046847705 0.0060743108275346461 -0.0022594126129162409 -0.0025069915642961862 0.0058013632379965317 0.0029783356566414503 0.0022921293329160948 0.0072552672389429064 0.0067704581096768388 0.0055504160504576501 0.00093594224820478869 -0.0014931899069904769 -0.00024850952048676415 0.0030030739777090428 0.0080094671994447707 0.0012671629685262981 0.0055546260170598076 0.0049906367302873719 0.00071266416460275656 0.0010358258130145259 0.0017198721885822877 0.0047708402505977025 0.0039181668181620553 -0.001220901535763856 0.003201537498865615 0.0052040063362588495
leaf_weight=22 22 31 20 30 25 20 31 20 34 140 78 20 20 22 84 29 34 107 20 22 23 79 45 20 46 33 1857 31 33 123
leaf_count=22 22 31 20 30 25 20 31 20 34 140 78 20 20 22 84 29 34 107 20 22 23 79 45 20 46 33 1857 31 33 123
internal_value=0 0.00217901 0.00186077 0.00231491 0.0025786 0.00277045 0.000346006 0.00099736 0.0034095 0.00305124 0.00384744 0.00390088 0.00384168 0.00275916 0.00027384 0.000306467 0.00179508 0.00230224 0.00542269 0.00462676 0.00345853 0.00429638 0.00242723 0.00387268 0.00389916 0.00394696 0.00391977 0.00232207 0.00105942 0.00399804
internal_weight=0 773 672 517 457 432 155 124 261 227 2348 2270 2185 207 104 60 171 137 85 65 45 101 185 2163 2143 2097 2077 97 64 1980
internal_count=3121 773 672 517 457 432 155 124 261 227 2348 2270 2185 207 104 60 171 137 85 65 45 101 185 2163 2143 2097 2077 97 64 1980
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=31
num_cat=0
split_feature=1 4 2 132 9 42 14 51 2 10 43 15 10 48 40 0 48 3 15 3 43 400 133 0 2 50 12 2 10 48
split_gain=0.131125 0.0421901 0.0374443 0.0247893 0.0265383 0.0217038 0.0229976 0.0364332 0.0283534 0.0286843 0.0254409 0.0213065 0.0273409 0.0197441 0.0175421 0.0174486 0.0168242 0.0272777 0.0210935 0.018086 0.0174366 0.0297017 0.0221447 0.0279486 0.0177321 0.031437 0.024717 0.0257054 0.0166622 0.0171566
threshold=0.10124500000000002 -0.17966999999999997 0.13622000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12181500000000002 -0.23083499999999998 -0.069724999999999995 0.10136500000000002 0.094860000000000014 -0.03898999999999999 -0.079929999999999987 -0.39840999999999999 -0.065224999999999991 -0.07632499999999999 0.22582000000000002 0.10184000000000001 -0.073309999999999986 -0.11033999999999998 0.10732000000000001 0.0068900000000000012 -0.064794999999999978 -0.097509999999999986 -0.082484999999999989 0.084245000000000014 0.087525000000000006 0.09141500000000001 0.093840000000000021 -0.015579999999999998 0.092680000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 -3 14 6 7 -6 9 10 -8 12 -4 -10 -5 16 18 -18 -1 20 22 -22 23 -20 25 -23 -26 -28 -24 -30
right_child=1 2 11 4 5 -7 8 -9 13 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 24 28 -25 26 -27 27 -29 29 -31
leaf_value=0.0047500018400894687 0.0038667398639193893 -0.00086645585812490297 0.0042837018892168998 0.0016719291251825379 0.001811456510230251 -0.00069583492877427493 0.0029279408886968335 0.0072752745356410749 0.0034594773611752319 0.00019937374029093638 0.0056752438634415439 -0.0020334715041474649 0.0002464556249973472 0.00093623158491159229 -0.0018183428163562592 0.00052161216430249627 0.0032842469284896886 -0.00017655649789958261 0.0042104829592105042 0.0013073535590113975 0.0059049704710246419 0.0066066962865146787 0.00067639959044754508 0.008204696399413727 0.00081345187202613389 0.0024402641507913362 0.0056520467757114343 0.0022385196774848738 0.0036366964729523336 0.0016339828133244408
leaf_weight=137 101 27 20 36 23 20 108 26 40 26 49 31 104 138 24 20 79 32 86 38 29 27 20 22 90 55 28 104 1537 44
leaf_count=137 101 27 20 36 23 20 108 26 40 26 49 31 104 138 24 20 79 32 86 38 29 27 20 22 90 55 28 104 1537 44
internal_value=0 0.00196111 0.00167469 0.00208342 0.00224596 0.00252086 0.00267778 0.00471063 0.00240185 0.00327589 0.00378538 0.000311405 0.000897624 0.00150325 0.00027582 0.0034627 0.00348796 0.00228654 0.00354812 0.00346895 0.00350918 0.00284719 0.00363817 0.00502412 0.00255549 0.00381214 0.00209132 0.0029626 0.00354468 0.00358096
internal_weight=0 773 672 517 490 430 410 49 361 183 157 155 124 178 60 2348 2328 111 2217 2080 2042 333 1709 108 304 82 222 132 1601 1581
internal_count=3121 773 672 517 490 430 410 49 361 183 157 155 124 178 60 2348 2328 111 2217 2080 2042 333 1709 108 304 82 222 132 1601 1581
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=31
num_cat=0
split_feature=4 2 12 15 157 2 3 4 3 159 1447 160 160 160 38 13 42 1203 130 484 484 48 475 456 159 484 4 52 1444 3
split_gain=0.109894 0.033892 0.0277489 0.0262701 0.0253895 0.021185 0.0210583 0.0193993 0.0291008 0.020568 0.0286908 0.0196285 0.0269196 0.0213304 0.0179934 0.0240604 0.0358026 0.01743 0.0213559 0.0173961 0.0314741 0.0170366 0.0167352 0.0211183 0.0219781 0.0233474 0.0420396 0.0281211 0.0207604 0.0182858
threshold=0.26790000000000008 0.17025000000000004 -0.010834999999999999 -0.14601999999999996 -1.0000000180025095e-35 0.25063000000000007 0.20828500000000003 -0.082249999999999976 0.11296500000000002 -0.085489999999999997 -0.085804999999999979 -0.085834999999999981 -0.013084999999999998 -0.16266999999999995 0.10657000000000001 -0.0093149999999999986 -0.044809999999999996 0.10749000000000002 -0.082104999999999984 0.096415000000000015 0.085655000000000023 0.089965000000000017 -0.084169999999999981 0.087635000000000005 0.086495000000000016 -0.081614999999999979 -0.008819999999999998 -0.023194999999999997 -0.081494999999999998 -0.15121499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 19 7 9 17 -4 -11 13 -13 -12 15 21 -17 18 -9 20 -2 -6 23 24 25 -20 27 -27 -24 -30
right_child=5 -3 6 4 14 -7 -8 8 -10 10 11 12 -14 -15 -16 16 -18 -19 22 -21 -22 -23 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.0053894358598405405 0.0012712739881810887 -0.00018374657145503795 0.0058895754456324018 -0.0016192799352297916 0.0036930327958543787 -0.0016940960070011596 0.00091984117004488195 0.00041883290414848639 -0.00014041217911089289 -0.00023278592154383658 0.0036597027204697953 0.00087115315254777676 0.0036253133147038578 0.007659431678863864 0.0048052110764685843 0.002727302612214716 -0.0017481238707356779 0.0059888905182015157 0.0063717702779197893 -0.0010630184014896967 0.0047227781555005191 0.0010622290495302879 0.0053022625812052474 0.0016764802865744119 0.0076303657365497206 0.0030315257675283648 0.00016916710223692161 0.0078115284914224512 0.00022246406273916365 0.0029503880755197272
leaf_weight=21 297 33 38 21 64 24 42 31 29 20 30 38 537 24 21 33 39 20 31 27 29 40 37 31 20 32 30 20 25 1437
leaf_count=21 297 33 38 21 64 24 42 31 29 20 30 38 537 24 21 33 39 20 31 27 29 40 37 31 20 32 30 20 25 1437
internal_value=0 0.00300166 0.00304043 0.00201151 0.00168611 0.00118082 0.00313991 0.00317828 0.0030009 0.00362833 0.00349593 0.00361449 0.0034433 0.00543736 0.00203846 0.00170834 0.000303113 0.00305404 0.00301939 0.00137628 0.00157831 0.00268119 0.00306787 0.00402694 0.00457479 0.00403398 0.00315018 0.00486999 0.00296294 0.00290374
internal_weight=0 2744 2711 239 218 377 2472 2430 1743 687 649 629 575 54 197 176 72 1714 1694 353 326 104 1663 164 133 113 82 52 1499 1462
internal_count=3121 2744 2711 239 218 377 2472 2430 1743 687 649 629 575 54 197 176 72 1714 1694 353 326 104 1663 164 133 113 82 52 1499 1462
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=31
num_cat=0
split_feature=4 2 149 3 160 49 1375 10 2 479 48 4 16 15 160 401 4 15 52 42 131 131 0 1 51 124 13 0 96 12
split_gain=0.0893278 0.0273117 0.0226453 0.0209998 0.0227951 0.0226104 0.022323 0.0200648 0.0191827 0.0213254 0.0184617 0.0189487 0.0190562 0.0175458 0.0172567 0.0172366 0.0244099 0.0410654 0.0301869 0.0192152 0.0164093 0.0157524 0.0210479 0.0173199 0.0173657 0.0241923 0.0169128 0.0154219 0.0200209 0.0150336
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 -0.07359499999999998 -0.54200499999999985 0.14321000000000003 -0.27302499999999996 -0.079859999999999987 -0.0091949999999999983 0.086465000000000014 -0.072824999999999987 -0.37944499999999992 0.19444000000000003 -0.15914499999999995 -0.0080249999999999991 -0.06959499999999999 -0.019614999999999997 0.013270000000000002 -0.087769999999999987 0.099210000000000007 0.081165000000000001 0.085335000000000008 0.034820000000000011 0.11955000000000002 -0.065634999999999985 -0.010204999999999999 -0.076384999999999995 -0.070154999999999981 0.083725000000000008 0.11586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 13 -5 6 -6 -2 27 10 -10 12 -12 -1 -14 -13 17 18 -17 -19 29 22 23 -9 -25 -26 -27 -8 -29 -18
right_child=2 -3 -4 4 5 -7 8 21 9 -11 11 15 14 -15 -16 16 20 19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0049834493646631027 -0.0013600841522789918 -0.00016537191289843936 0.0037314576055255851 0.0051124006127273407 -0.00072957442506499913 5.9988433018919421e-06 0.0031465438474524059 0.0019958861885923094 0.0049700586399173035 -0.0006134424963966013 0.0066010330759343656 0.0049221983440220357 0.0051384099322604017 0.002866771250229605 0.001636151924236294 0.000791345275656292 0.0028049452167592331 0.0031240416121893107 -0.0041321652452461421 -1.0083896967654046e-05 0.0053459650720469659 -0.00051536642534371756 0.0043530192039642401 -0.0023110439902996982 0.0031750568083350967 -0.0023080498422496025 0.0012704093774248448 -0.0017165666091023012 0.0023680534039158376 0.00087017553878274373
leaf_weight=40 39 33 28 28 23 44 21 107 34 20 21 25 24 1869 34 33 276 79 20 26 22 52 22 22 29 25 28 30 20 47
leaf_count=40 39 33 28 28 23 44 21 107 34 20 21 25 24 1869 34 33 276 79 20 26 22 52 22 22 29 25 28 30 20 47
internal_value=0 0.00269428 0.00100304 0.00272878 0.00230785 0.00220957 0.00233799 0.000767246 0.00243438 0.00260215 0.00270248 0.00257547 0.00401991 0.00291112 0.00308536 0.00235935 0.00223197 0.00120258 -0.00106658 0.00234797 0.0027034 0.00105835 0.00140957 0.00110267 0.000183691 0.000853011 -0.000417543 0.000872415 -8.27186e-05 0.00252342
internal_weight=0 2769 352 2736 827 799 755 324 732 661 641 607 79 1909 58 528 503 158 53 105 345 285 233 211 104 82 53 71 50 323
internal_count=3121 2769 352 2736 827 799 755 324 732 661 641 607 79 1909 58 528 503 158 53 105 345 285 233 211 104 82 53 71 50 323
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 14 1 2 4 2 2 1 2 15 150 2 4 52 1 2 50 47 131 1 1 51 4 34 0
split_gain=7.94032 1.20154 0.782217 0.770324 0.437053 0.387449 0.257187 0.242256 0.219404 0.211995 0.229081 0.166757 0.129516 0.148533 0.126878 0.115445 0.0954992 0.0957244 0.076238 0.0745681 0.0744921 0.0652783 0.0643182 0.0641849 0.0600501 0.0527846 0.057083 0.0457111 0.0451963 0.0469338
threshold=0.10538500000000002 -0.40967499999999996 1.0000000180025095e-35 0.12408500000000001 0.089410000000000003 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.42051500000000003 0.14285500000000004 0.14122000000000004 0.089770000000000016 0.090050000000000005 -0.41396999999999995 1.0000000180025095e-35 0.088850000000000012 -0.51843499999999987 0.40674500000000008 0.097525000000000014 -0.0091949999999999983 0.086295000000000011 0.090100000000000013 0.090385000000000007 0.11588000000000001 0.11669000000000002 -0.085989999999999997 0.063160000000000008 -0.038779999999999995 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 5 4 22 6 12 -4 24 10 -5 15 16 20 28 19 18 -18 -1 -7 -14 -12 25 -2 -6 26 -3 -13 -11 -30
right_child=1 3 7 9 8 11 -8 -9 -10 14 21 27 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00057157092570400757 0.00058087385644642385 0.00018881629969851643 0.00049822707794769958 0.0003165809686321638 0.00053810156470719282 0.00049834276490689599 0.00066367996670259495 0.00029396482132274101 0.00027124351771819926 0.00010267753518319375 9.9378166412439001e-05 0.0003035733313756246 0.00042063039334495661 0.00038693785032841799 3.1218509451528779e-05 0.00038276427063997772 0.000669719050181847 0.00053155010113961924 0.00045479473503515683 0.00057099009186153396 0.00053692626963630337 0.00023980382272937133 0.00036085894644999447 0.00045401288064646092 0.00042690217973076722 0.00020785265769070541 0.00030163918488165911 0.00043455417277543597 0.00016654860673417501 0.000275368238160131
leaf_weight=935 46 20 34 76 43 307 79 65 23 29 35 20 23 32 33 29 20 534 22 66 267 20 34 23 33 43 125 21 64 20
leaf_count=935 46 20 34 76 43 307 79 65 23 29 35 20 23 32 33 29 20 534 22 66 267 20 34 23 33 43 125 21 64 20
internal_value=0 0.000293589 0.000534855 0.00026532 0.000330694 0.000542033 0.000554139 0.000364115 0.000439038 0.000189562 0.000246828 0.000489783 0.000549417 0.000513714 0.00013818 0.000501932 0.000557026 0.000536538 0.000568886 0.000511197 0.000527703 0.000150442 0.000282379 0.000538587 0.000489818 0.000268186 0.000286077 0.000370661 0.000169417 0.000192458
internal_weight=0 667 2454 598 321 2355 1912 99 99 277 131 443 1833 322 146 402 1511 554 957 373 290 55 222 69 76 188 145 41 113 84
internal_count=3121 667 2454 598 321 2355 1912 99 99 277 131 443 1833 322 146 402 1511 554 957 373 290 55 222 69 76 188 145 41 113 84
is_linear=0
shrinkage=0.00196078


Tree=8641
num_leaves=31
num_cat=0
split_feature=4 3 9 123 52 159 44 39 3 4 3 16 51 3 48 48 1212 52 1447 2 42 2 42 43 1204 15 15 1204 1213 0
split_gain=0.0958997 0.0294527 0.0309904 0.0294924 0.0204981 0.0236989 0.0194434 0.0210083 0.0223365 0.0222889 0.0326083 0.0621641 0.0198091 0.0187133 0.0186247 0.0288822 0.0182009 0.019251 0.0324154 0.0655565 0.0302458 0.0391903 0.0341312 0.0366707 0.0353434 0.0256252 0.0248205 0.0238399 0.0171565 0.0201486
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.039215000000000007 0.10620500000000001 1.0000000180025095e-35 0.10076500000000001 -0.016324999999999996 -0.082249999999999976 0.095270000000000007 -0.059624999999999991 -0.18912999999999996 0.42240500000000009 0.092475000000000016 0.078735000000000013 -0.082209999999999991 -0.0080349999999999987 -0.085684999999999997 0.084305000000000005 0.087550000000000017 0.086285000000000014 -0.015274999999999999 -0.011694999999999999 -0.082449999999999982 0.084840000000000013 0.084050000000000014 -0.016569999999999994 -0.088309999999999986 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 -6 7 9 -9 12 -11 -12 -4 -2 15 16 -14 18 -18 -20 22 -22 24 27 -19 -25 -26 -24 -28 -30
right_child=4 -3 6 -5 5 -7 -8 8 -10 10 11 -13 14 -15 -16 -17 17 20 19 -21 21 -23 23 25 26 -27 28 -29 29 -31
leaf_value=-0.0024244449600311266 0.00096530111387664879 0.00087183544781834074 0.0062108174795284868 0.0026141252091082816 0.0032564448035039199 3.0646997038275005e-05 0.005114194599729849 -0.0012129656164906919 0.0027006602024526472 0.0028539496858590559 0.0035095527703905929 -0.0032949695382267241 0.0010079524621687598 -0.0020124810393494759 0.00095019818794342794 0.0069393014403707964 0.0063997796550393105 0.0079463270016607232 -0.0029409750449386511 0.0029339458076379655 0.0081000750202552558 0.0034907312024957862 0.0014868093561381103 0.0017909443390090021 0.0060138603543715653 -0.0025929913553409279 0.0059045688668265947 0.006079102422182377 0.002174709003359952 0.0052206262359740562
leaf_weight=21 256 73 25 26 79 32 41 25 35 1766 29 25 32 23 31 23 20 22 22 139 35 39 20 40 38 20 20 26 111 27
leaf_count=21 256 73 25 26 79 32 41 25 35 1766 29 25 32 23 31 23 20 22 22 139 35 39 20 40 38 20 20 26 111 27
internal_value=0 0.00285344 0.00290787 0.000362849 0.0011771 0.00232649 0.00295368 0.00291921 0.00106998 0.00296342 0.00277993 0.000359311 0.00344739 0.000719821 0.0033435 0.00346052 0.00332957 0.00345788 0.00260283 0.00213116 0.00384673 0.00567083 0.00343012 0.00195822 0.00414581 0.000329632 0.00371922 0.00408245 0.00316735 0.00277065
internal_weight=0 2731 2658 47 390 111 2611 2570 60 2510 1820 54 690 279 665 634 611 579 181 161 398 74 324 106 218 60 196 46 158 138
internal_count=3121 2731 2658 47 390 111 2611 2570 60 2510 1820 54 690 279 665 634 611 579 181 161 398 74 324 106 218 60 196 46 158 138
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 47 2 0 47 1 4 2 4 150 47 12 1 4 48 4 0 3 16 131 12 1
split_gain=8.75917 1.46883 0.838681 0.807844 0.551724 0.415201 0.296673 0.257066 0.242643 0.225172 0.175561 0.163958 0.201542 0.18568 0.164449 0.153773 0.169138 0.105029 0.104905 0.102761 0.107661 0.0847649 0.0823078 0.0731221 0.0647289 0.0636601 0.0612572 0.0599336 0.0592069 0.0572648
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.10699500000000002 0.077845000000000011 0.13082500000000002 0.14122000000000004 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.14753000000000002 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 0.08815000000000002 0.089770000000000016 0.018150000000000003 0.081805000000000017 -0.51253999999999988 0.14486500000000005 -0.010424999999999999 -0.092484999999999984 0.091440000000000007 0.091840000000000019 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 11 29 -5 15 17 12 13 -1 19 16 -4 21 -3 20 23 24 -10 -13 28 -18 -15 -2 -7 -6
right_child=1 2 9 8 7 10 -8 -9 22 -11 -12 14 -14 26 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054334274770668632 0.00059566845685871247 0.00026437418252159322 0.00031483209618896827 0.0005322560667991638 0.00056526117144390362 0.00061531457748862522 0.00069103851178409031 0.0002928063368117714 0.00022310533201675008 0.00033832737722680093 0.00038435281108929417 0.00071622439751438058 0.00064631570637188401 0.00030635520052197995 0.00050322441626389676 0.00010201124071819652 0.00022814214788110046 0.0004010350475887198 0.00038409712400665891 0.00056295428969965842 0.00047948355403016593 0.00048962905989954615 0.00036529333665480022 0.00059608954959605167 0.00044960713017326836 0.00013134900142168848 0.00043914103214526945 0.00047001658117069915 0.00054121260926265834 0.00045552731658189834
leaf_weight=61 54 191 40 28 41 57 79 27 24 34 41 20 31 22 118 87 41 27 33 769 30 140 45 748 22 72 34 20 152 33
leaf_count=61 54 191 40 28 41 57 79 27 24 34 41 20 31 22 118 87 41 27 33 769 30 140 45 748 22 72 34 20 152 33
internal_value=0 0.00030109 0.000268893 0.000553667 0.00033626 0.000560902 0.000573388 0.000456573 0.000378308 0.000188987 0.000506522 0.000568318 0.000505745 0.0004685 0.000573814 0.00016783 0.000205256 0.000519107 0.000282012 0.000579129 0.000594717 0.0005277 0.000315837 0.000599218 0.000550773 0.000166469 0.000386975 0.000561708 0.000561422 0.000516326
internal_weight=0 673 599 2448 325 2351 1912 101 97 274 439 1833 148 117 1685 240 153 398 224 1567 798 371 69 768 231 113 56 74 209 74
internal_count=3121 673 599 2448 325 2351 1912 101 97 274 439 1833 148 117 1685 240 153 398 224 1567 798 371 69 768 231 113 56 74 209 74
is_linear=0
shrinkage=0.00196078


Tree=8643
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 0 15 150 4 49 50 1 1 1 1 40 15 0 4 151 15 43 50
split_gain=4.55267 0.725793 0.42578 0.33732 0.269412 0.225417 0.195177 0.188064 0.16146 0.130006 0.122489 0.0842053 0.115193 0.125045 0.0833687 0.0818435 0.0709433 0.0678392 0.0626277 0.0601021 0.0569228 0.0541237 0.0518498 0.0517059 0.0509323 0.0578819 0.0502293 0.0500744 0.0459881 0.0432111
threshold=0.10538500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.15464999999999998 -0.054984999999999992 0.041865000000000006 0.083345000000000016 0.13436000000000001 0.13075500000000004 0.097525000000000014 -0.077474999999999988 -0.41942499999999994 -0.085669999999999982 -0.55119499999999988 -1.0000000180025095e-35 -0.095869999999999983 -0.080324999999999994 0.10877000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 22 -8 11 -4 14 12 13 -1 21 -9 -2 23 -13 -17 -5 -7 -3 -6 29 -26 -25 -20 -11 -14
right_child=1 4 9 20 17 10 7 15 -10 28 -12 18 24 -15 -16 19 -18 -19 27 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00053793510766691967 0.00034585514284816445 0.00024538973514231355 0.00046409451473159954 0.00031806190011207186 0.00019056797682473272 0.00044969215763613463 0.00040669180101646197 0.00039291023915889218 0.0005782387128987895 0.00033866642883010939 0.00034026453101812423 0.00047099550667887766 0.00051741772026312177 0.0003648070314228245 0.00035150184839500453 0.00027596796836430954 0.00046067285016666051 0.00024840770394899401 0.00043986376332140519 0.00017542397328121513 0.00020669997856020928 0.00051158450287116543 0.00015265964903345031 0.00015649672593081408 0.00058441527969087172 0.00048493846537025592 2.3446983054395935e-05 0.00031414097835884595 0.00022932436731561362 0.00046897940346458521
leaf_weight=23 25 44 28 60 29 307 52 20 79 50 41 108 482 53 29 149 120 23 29 27 25 66 49 20 23 1011 24 21 21 83
leaf_count=23 25 44 28 60 29 307 52 20 79 50 41 108 482 53 29 149 120 23 29 27 25 66 49 20 23 1011 24 21 21 83
internal_value=0 0.000294228 0.000476916 0.000383384 0.000247304 0.000482212 0.000273136 0.000301862 0.000491445 0.000350947 0.000442358 0.000487705 0.000491786 0.000417201 0.00045277 0.00027405 0.000440877 0.000155547 0.000444434 0.000260544 0.000285308 0.000460644 0.000196532 0.000126289 0.000495331 0.000487151 8.39241e-05 0.00038706 0.000306326 0.000510302
internal_weight=0 667 2454 230 437 2355 341 248 1912 99 443 1833 1675 76 402 196 145 96 158 176 85 373 93 73 1599 1034 44 50 71 565
internal_count=3121 667 2454 230 437 2355 341 248 1912 99 443 1833 1675 76 402 196 145 96 158 176 85 373 93 73 1599 1034 44 50 71 565
is_linear=0
shrinkage=0.00196078


Tree=8644
num_leaves=31
num_cat=0
split_feature=1 4 159 2 4 482 131 2 96 0 456 43 48 3 15 1213 1213 43 16 39 1213 151 48 15 13 1455 1455 159 475 1429
split_gain=0.125477 0.0377477 0.0209285 0.0181524 0.0225062 0.0198998 0.0296208 0.0564278 0.0192177 0.0175372 0.0150862 0.0154654 0.0150333 0.0221914 0.0163226 0.0153106 0.0226133 0.0195911 0.0180404 0.0165378 0.0184256 0.0149921 0.0163479 0.0148501 0.0144414 0.0139415 0.0176711 0.0206825 0.0174315 0.0176711
threshold=0.10124500000000002 -0.008819999999999998 0.082585000000000006 0.13501500000000002 -0.0047449999999999992 0.090355000000000005 0.090030000000000013 0.25063000000000007 0.087655000000000025 0.22582000000000002 0.060100000000000008 -0.079584999999999975 0.10184000000000001 -0.073309999999999986 -0.11033999999999998 0.12389500000000002 0.104315 -0.0098449999999999979 -0.082039999999999988 -0.046074999999999991 0.088165000000000007 0.06617000000000002 0.12118000000000002 -0.070929999999999979 -0.008624999999999999 -0.23681499999999997 -0.088874999999999982 -0.014584999999999999 0.068270000000000011 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 10 4 -3 6 7 -5 21 12 11 23 14 -14 -1 16 19 -17 -19 -16 25 22 -6 -2 -4 -21 27 -27 29 -28
right_child=1 3 24 5 8 -7 -8 -9 -10 -11 -12 -13 13 -15 15 17 -18 18 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.004624995351412137 0.0029380755807902792 -0.0013860000402200969 -0.00070785252053452577 0.00055160499000719387 0.0023020736440483034 0.0031473390061970957 0.0032635419110936879 -0.005368559204396748 -0.00080435558920726184 0.00053699745680205527 0.0060343386395834385 0.0037904430189066593 0.0032750816424848821 0.00015356641047219456 0.00068779546279637593 0.0064600250819542753 0.00056511840127684452 0.0051535314647480849 0.0014751756990638873 0.0052960284823756216 0.0060558949418399221 0.0047699294137683789 -0.00015086969360709191 -0.00029402735776134901 0.0029663288434676363 -0.00081737602900137148 0.0063962572510354232 0.0035232692673478438 0.0059117920873365528 0.0034071139750785789
leaf_weight=137 44 20 23 69 288 24 22 21 22 20 20 127 79 32 21 39 27 30 24 41 28 22 30 21 20 21 20 23 29 1777
leaf_count=137 44 20 23 69 288 24 22 21 22 20 20 127 79 32 21 39 27 30 24 41 28 22 30 21 20 21 20 23 29 1777
internal_value=0 0.00201665 0.00301263 0.00152635 0.00187956 0.000534228 -2.57239e-05 -0.000829767 0.00205998 0.00348554 0.00342063 0.00314837 0.00351087 0.00237519 0.00356773 0.00349809 0.0034394 0.00475216 0.00351871 0.00347899 0.00350922 0.00224532 0.00207066 0.00189386 0.00100107 0.00347191 0.00343191 0.0014516 0.00347963 0.00344038
internal_weight=0 773 255 518 382 136 112 90 362 2348 212 192 2328 111 2217 2080 1987 93 54 1960 1939 340 318 65 43 1911 1870 44 1826 1797
internal_count=3121 773 255 518 382 136 112 90 362 2348 212 192 2328 111 2217 2080 1987 93 54 1960 1939 340 318 65 43 1911 1870 44 1826 1797
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 14 4 1 2 2 2 2 50 1 0 47 4 1 1 48 49 2 52 1 47 0 40 1456
split_gain=9.566 1.53975 0.862982 0.69753 0.514749 0.491888 0.369162 0.342103 0.303492 0.277344 0.266874 0.327715 0.220541 0.164771 0.128839 0.116594 0.113542 0.322905 0.129213 0.0991858 0.0878194 0.0701579 0.0677634 0.0640187 0.063615 0.0634725 0.062043 0.0781096 0.0604309 0.0602935
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 0.062655000000000016 -0.35136499999999998 0.077845000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.091265000000000013 0.11928500000000002 0.041865000000000006 0.12408500000000001 -0.11173999999999999 0.078875000000000015 0.022185000000000003 0.13075500000000004 0.091195000000000012 0.081805000000000017 -0.052259999999999994 0.11411 -0.16675999999999999 0.15964000000000003 0.081320000000000017 -0.14001499999999997 -0.077714999999999992 0.056325000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 8 6 7 12 -3 -4 28 -12 16 -2 25 -13 17 18 22 23 29 -11 -1 -5 -9 -6 27 -14 -10 -18
right_child=1 4 9 19 14 -7 -8 24 10 21 11 15 26 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051492542831921111 0.00058540083003233694 0.0005075707714286827 0.00059558469019517176 0.00046672331157073476 0.00015216146511774436 0.00042326419844042535 0.00038190124452941947 0.0006517098262944879 0.00026503933765083422 0.00027859292633092395 0.00052746289244086624 0.00033446019459596973 0.00049308822145667887 0.00039392558930843484 0.00028123979292768675 0.00023033688102418745 0.00064163590742030816 0.00077970396626451987 0.00062849474331689258 0.00023243986760430475 0.00060336791483266226 0.00040986752523056559 0.00036426842494480932 0.00033244161996306818 0.00077816817375689427 2.7699923485784276e-05 0.00065713634803181594 0.00059378701629741765 0.00015923113091846926 0.00068480234363730262
leaf_weight=24 127 29 28 21 50 48 24 20 36 24 29 144 31 20 23 58 1004 21 21 25 210 45 22 39 65 23 56 663 49 142
leaf_count=24 127 29 28 21 50 48 24 20 36 24 29 144 31 20 23 58 1004 21 21 25 210 45 22 39 65 23 56 663 49 142
internal_value=0 0.000348287 0.000612241 0.000477594 0.000280261 0.000619719 0.000623814 0.000626361 0.000315599 0.000430996 0.000297981 0.000332546 0.000621633 0.00055935 0.000153268 0.000304563 0.000635801 0.000567549 0.000501052 0.000336205 0.00064023 0.000364207 0.000442872 0.00037944 0.000748413 0.000112948 0.000594355 0.000589289 0.000204044 0.000646985
internal_weight=0 673 2448 232 441 2351 2303 2279 345 97 316 231 2194 147 96 202 1444 88 67 85 1356 69 46 60 85 73 750 694 85 1146
internal_count=3121 673 2448 232 441 2351 2303 2279 345 97 316 231 2194 147 96 202 1444 88 67 85 1356 69 46 60 85 73 750 694 85 1146
is_linear=0
shrinkage=0.00196078


Tree=8646
num_leaves=31
num_cat=0
split_feature=1 3 0 12 132 3 150 13 4 16 16 3 13 124 376 12 129 394 2 158 12 43 158 1212 12 4 41 41 13 39
split_gain=0.134479 0.0383908 0.0305587 0.026288 0.0262868 0.0257207 0.0240925 0.0208537 0.0358687 0.0206067 0.0298614 0.0195368 0.021485 0.0162692 0.022854 0.0164166 0.0177474 0.0198908 0.0199331 0.0154661 0.0273173 0.0212252 0.0191131 0.0274932 0.0242274 0.0180888 0.017554 0.0214845 0.0186533 0.0154568
threshold=0.10124500000000002 -0.049509999999999992 0.089620000000000019 0.096395000000000022 -1.0000000180025095e-35 0.076840000000000006 0.12314500000000002 -0.28558999999999996 0.024790000000000003 -0.059624999999999991 -0.50690499999999983 -0.0025099999999999996 -0.0021749999999999994 -0.076779999999999987 0.084545000000000009 0.11734000000000001 0.11234000000000001 -0.15150999999999998 0.13247500000000004 0.086290000000000019 0.080890000000000017 0.0010100000000000003 0.10398500000000001 0.087685000000000013 0.085355000000000014 0.24564500000000003 0.07831500000000001 0.083035000000000012 -0.090639999999999984 0.10308000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 3 5 -2 11 7 -7 -9 10 -10 12 -3 14 -1 16 17 -15 19 25 -21 22 -22 24 -24 26 -19 -28 -29 -13
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 -12 29 -14 15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011160066105990805 -0.00022115019471090382 0.00232593881124298 -0.0020756290907394778 -0.001230727362313441 0.0033026668917531276 0.0019710672491648307 -0.00045082763282825117 0.007092718719677241 0.0018256809904842694 9.8494268895592556e-05 0.0062801759379605459 0.00086376713297795513 -0.00072806503338707172 0.0010982977863650063 0.0047523086788132793 0.0022550685541388635 0.0062793942478795847 0.0036661166675906656 0.00059284254675731065 0.007441625156006295 0.0063470523108706059 0.0011444338126152399 0.0073184183109939729 0.00058625539864546488 0.0035678900579815031 0.0015998941596324851 0.0078851410992104905 0.0060929803599026949 0.0018257595991599375 -0.0025794969469478185
leaf_weight=56 23 112 22 28 266 108 23 27 34 20 27 32 29 29 25 78 27 1811 20 29 42 21 24 21 61 41 22 21 20 22
leaf_count=56 23 112 22 28 266 108 23 27 34 20 27 32 29 29 25 78 27 1811 20 29 42 21 24 21 61 41 22 21 20 22
internal_value=0 0.00211022 0.00156565 0.00173905 0.00302222 0.00193065 0.00262601 0.00295364 0.00393621 0.00288405 0.00379734 0.00107837 0.00169781 0.00363089 0.00223832 0.00368065 0.00373145 0.00369963 0.00373499 0.00376473 0.00460612 0.00411955 0.0045417 0.00382637 0.00462686 0.00367774 0.0037232 0.00536414 0.00401141 -0.000539044
internal_weight=0 773 484 462 289 434 239 216 108 81 61 195 141 2348 81 2267 2189 2162 2133 2113 198 169 148 106 85 1915 1874 63 41 54
internal_count=3121 773 484 462 289 434 239 216 108 81 61 195 141 2348 81 2267 2189 2162 2133 2113 198 169 148 106 85 1915 1874 63 41 54
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 2 1 159 14 4 11 0 2 4 52 1 2 49 132 4 15 52 13 47 15 0 3 49
split_gain=16.2456 1.86408 1.75997 1.36215 1.10638 0.763787 0.648698 0.548207 0.44364 0.426642 0.362323 0.285751 0.266784 0.276422 0.261834 0.324073 0.219308 0.200409 0.149271 0.130646 0.112136 0.106905 0.1025 0.132344 0.0927728 0.0926958 0.0839259 0.116591 0.0972924 0.0739094
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.089885000000000007 0.089570000000000025 0.14122000000000004 0.077845000000000011 -1.0000000180025095e-35 0.076175000000000007 0.40473500000000007 1.0000000180025095e-35 -0.13027499999999997 0.14753000000000002 0.40945500000000007 0.039215000000000007 0.091195000000000012 -1.0000000180025095e-35 0.10084500000000002 0.08764000000000001 -0.036839999999999991 0.040760000000000005 -0.07167999999999998 -0.092879999999999976 1.0000000180025095e-35 -0.15914499999999995 -0.11173999999999999 0.086245000000000016 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 6 5 10 25 12 -4 -5 17 -8 13 16 15 -11 -7 26 -19 24 -16 -2 23 -14 -15 -3 -1 28 -28 -10
right_child=1 3 8 9 -6 7 11 -9 29 14 -12 -13 22 19 20 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00073475332904596625 0.00066229108522033433 0.00020863812418248093 0.000561910160198933 0.00033645781976006486 0.00029640552800854831 0.00035210309656170323 0.00051933479435345377 0.00034229344715525068 0.00033863635837672165 0.00024753904428760078 0.00078753084045072273 0.00025560125623914329 0.00068262139951443836 0.00051313090515037088 -4.8939313019524099e-05 5.8259052184456482e-05 0.00057490330297774444 0.00042737875526170708 0.00059361297890492054 0.00051924033171343376 0.0001144274102261309 0.00048328478648331262 0.00079443755833541647 0.00049918845277644841 0.0005937417966175168 0.00031423242473177564 0.00062865610508357781 0.00064143412031697478 0.00044626643559140102 0.00022140060395414073
leaf_weight=35 29 145 28 26 45 41 56 41 39 52 58 22 62 61 70 105 29 23 214 140 21 23 20 20 548 41 23 1038 22 44
leaf_count=35 29 145 28 26 45 41 56 41 39 52 58 22 62 61 70 105 29 23 214 140 21 23 20 20 548 41 23 1038 22 44
internal_value=0 0.000228607 0.000589911 0.000194343 0.000600985 0.000606755 0.000294856 0.00056414 0.000348486 9.74977e-05 0.000635769 0.000444948 0.000574016 0.000562239 7.24454e-05 0.000120951 0.000444406 0.000629273 0.000577481 0.000573251 -1.12393e-05 0.000583115 0.000668579 0.000637882 0.000585667 0.000231914 0.000640252 0.000637198 0.000539488 0.000276487
internal_weight=0 590 2531 538 2420 2375 264 962 111 274 1413 78 921 819 248 157 70 1355 237 749 91 52 102 82 609 186 1118 1083 45 83
internal_count=3121 590 2531 538 2420 2375 264 962 111 274 1413 78 921 819 248 157 70 1355 237 749 91 52 102 82 609 186 1118 1083 45 83
is_linear=0
shrinkage=0.00196078


Tree=8648
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 3 3 4 4 2 12 14 0 43 3 47 47 2 2 0 43 49 1 151 14 16 3
split_gain=6.7711 0.85738 0.730274 0.579789 0.429357 0.274082 0.26252 0.222227 0.169513 0.184162 0.157111 0.147448 0.129117 0.123517 0.11541 0.103155 0.113862 0.107117 0.0924185 0.0914228 0.0848621 0.116453 0.0775992 0.0740491 0.0707111 0.0756965 0.0722852 0.0641636 0.0641648 0.073098
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092845000000000025 0.088105000000000003 0.091475000000000015 -0.15464999999999998 0.31370500000000007 0.12745000000000004 0.40473500000000007 0.033845000000000007 0.11389000000000002 -0.42850999999999995 0.076175000000000007 -0.066089999999999996 -0.11720999999999999 -0.065229999999999996 0.091680000000000011 0.077555000000000013 0.13501500000000002 -1.0000000180025095e-35 -0.14001499999999997 0.016310000000000002 -0.063424999999999981 0.10089500000000001 -0.082829999999999973 0.062655000000000016 0.10994000000000002 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 12 -3 14 -6 9 20 -7 15 19 -10 22 -8 -17 -18 24 27 21 -5 -4 -19 25 -9 -26 28 29 -1
right_child=1 3 6 8 7 10 11 18 13 -11 -12 -13 -14 -15 -16 16 17 23 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00045749359719303478 0.00049974316363061348 0.00025811993588853303 0.00041142231206488765 0.00015645487644225009 0.0004858280618150695 0.00045242190673706417 0.00050791522722847579 0.00041868821838322807 0.00019457099176169886 0.0003224716618005053 0.00027306166383586514 0.00042639814233880294 0.00033230081419734393 4.3702775877261279e-05 0.00062186769118496019 0.00033648710159521304 0.0005050870742907259 0.00032151925037888921 0.00041075366750067353 0.00057859134356848675 0.0001187507332190559 0.00030735300593625974 0.00052403722387314765 0.00047749503517320873 0.00032419965772427403 0.00026757716149271521 0.00019072706147638802 0.00057411305058528391 0.00052709903556496 0.00033523331333558376
leaf_weight=103 52 179 24 51 35 57 502 25 34 41 28 156 23 54 46 27 119 25 29 35 62 32 1188 22 26 26 39 20 38 23
leaf_count=103 52 179 24 51 35 57 502 25 34 41 28 156 23 54 46 27 119 25 29 35 62 32 1188 22 26 26 39 20 38 23
internal_value=0 0.000259318 0.000492575 0.00023608 0.000418117 0.000301656 0.000507473 0.000345598 0.000172897 0.000206443 0.000393339 0.000480875 0.000472057 0.000101993 0.000525466 0.000493103 0.000454577 0.000473785 0.000311749 0.000486735 0.000173635 0.000214632 0.000521807 0.000394529 0.000286998 0.000341651 0.000244116 0.000469262 0.000456475 0.000435176
internal_weight=0 590 2531 538 422 264 2109 180 274 186 85 851 242 88 1258 695 193 166 145 219 145 83 1212 47 116 51 65 184 164 126
internal_count=3121 590 2531 538 422 264 2109 180 274 186 85 851 242 88 1258 695 193 166 145 219 145 83 1212 47 116 51 65 184 164 126
is_linear=0
shrinkage=0.00196078


Tree=8649
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 14 159 1 2 2 4 150 0 47 1 4 132 12 4 1 0 0 1 160 475 0 131 47
split_gain=11.2487 1.85142 1.1895 0.971794 0.697999 0.547397 0.43885 0.373743 0.299315 0.276668 0.261766 0.198068 0.241344 0.196088 0.17259 0.275867 0.269139 0.18401 0.141551 0.119994 0.130311 0.12766 0.12533 0.144652 0.0959356 0.0774782 0.0769714 0.0766296 0.0765874 0.0707224
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 0.099515000000000006 -0.022174999999999997 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.0061450000000000003 0.08764000000000001 0.087695000000000009 -0.52556499999999995 0.089770000000000016 -0.060129999999999996 0.11070500000000001 0.15799000000000005 0.085130000000000011 -0.07675499999999999 -0.06563999999999999 0.091440000000000007 0.10728500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 6 7 27 14 -4 -5 13 12 -10 26 15 16 -1 19 24 20 -16 -22 -21 -24 -13 -18 -7 29 -2 -3
right_child=1 2 8 9 -6 10 -8 -9 11 -11 -12 18 -14 -15 17 -17 25 -19 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064419916173232396 0.00068583072216595617 0.00072722912139599886 0.00042368387599752409 0.00059128588080543682 0.000327552335351159 0.00068529229732899888 0.00036006067711088911 0.00079843804270982499 0.00035397894444333204 0.00037181050329125083 0.00043868434743261805 0.00013492794496109005 0.00019063543640711911 0.00044439573307894693 0.00084357536598747855 0.00076025072266073786 0.00038975842123595522 0.00058765071846280758 0.00027095488995230164 0.00065847228010262957 0.00068809143615064549 0.00054545989661824469 0.00042803828768870407 0.0006638647236076056 -2.347421084541956e-05 0.00053544245806394833 0.00060357274436828969 0.00051546430223667783 0.00054379016745324229 0.00058271122524161743
leaf_weight=57 54 23 26 34 201 51 45 76 52 63 41 49 105 28 20 30 32 114 21 784 690 25 20 20 21 25 338 26 20 30
leaf_count=57 54 23 26 34 201 51 45 76 52 63 41 49 105 28 20 30 32 114 21 784 690 25 20 20 21 25 338 26 20 30
internal_value=0 0.000354843 0.000318695 0.000641072 0.000398924 0.000649008 0.000514616 0.000663724 0.000223533 0.00044874 0.00058818 0.000202549 0.000244736 0.000602879 0.00065809 0.000592953 0.000548927 0.000663696 0.000129764 0.000669257 0.000687471 0.000683104 0.00065301 0.000545952 8.74073e-05 0.000453655 0.000614287 0.000602654 0.000647441 0.000645427
internal_weight=0 673 599 2448 325 2351 124 1893 274 97 458 248 157 417 1817 144 114 1673 91 1559 735 715 824 40 70 57 389 79 74 53
internal_count=3121 673 599 2448 325 2351 124 1893 274 97 458 248 157 417 1817 144 114 1673 91 1559 735 715 824 40 70 57 389 79 74 53
is_linear=0
shrinkage=0.00196078


Tree=8650
num_leaves=31
num_cat=0
split_feature=1 3 1 124 4 42 2 13 4 3 160 16 2 3 42 3 14 481 42 42 1456 42 42 15 11 52 15 1209 43 1375
split_gain=0.232854 0.0552425 0.0336895 0.0261653 0.0247989 0.0232057 0.0203634 0.020282 0.0228632 0.0359747 0.0210376 0.0243638 0.0201439 0.024834 0.0200899 0.0177377 0.0172183 0.0184768 0.0267433 0.0533208 0.0303973 0.0437072 0.0287421 0.0196915 0.0357312 0.0750245 0.0319954 0.0275271 0.0265682 0.0253927
threshold=0.10337500000000001 -0.049509999999999992 0.16540500000000002 -0.076779999999999987 -0.036839999999999991 0.11159000000000001 0.14122000000000004 -0.0044799999999999987 0.024790000000000003 0.0068900000000000012 -0.013084999999999998 -0.42170999999999997 0.10559 -0.13927999999999999 -0.0060199999999999993 -0.014944999999999998 0.062655000000000016 -0.064254999999999993 0.088295000000000012 0.090310000000000015 -0.089834999999999984 0.085730000000000015 0.083865000000000009 0.040760000000000005 0.076560000000000003 -0.046924999999999988 0.081070000000000017 0.091045000000000001 -0.083434999999999995 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 14 -2 7 16 15 9 -9 -10 -12 -6 -14 -1 -3 17 18 20 -20 -5 22 -22 24 27 -26 -25 28 -19 -30
right_child=1 2 -4 6 12 -7 -8 8 10 -11 11 -13 13 -15 -16 -17 -18 23 19 -21 21 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.0047316691999395311 0.0052295526428344221 0.0035627233226680093 -0.0016839366313070058 0.0032575577067641111 0.0039749019088660955 -0.00054428459355427368 0.0024590032646523382 0.0021920437082791561 0.0051379648248257581 0.007357749521928067 0.0027484909262663376 -0.0012098839708968351 0.003051365999487677 -0.00081469073484186083 0.0017861965490801755 0.001375859571388819 0.0061039985532817601 0.0051942024302708027 0.00052973716852388209 0.0058435313713712748 0.0076020923996758128 0.010254863275951076 0.0039179866155609495 0.0086612540482416418 0.0051505132955659569 -0.0024079715095770855 0.0048006738821503797 0.00081086120376962104 0.00096811143308877948 0.0042195734790498934
leaf_weight=39 76 45 25 26 107 31 41 26 20 28 48 23 54 24 57 211 85 333 28 58 45 31 40 22 29 24 887 21 25 612
leaf_count=39 76 45 25 26 107 31 41 26 20 28 48 23 54 24 57 211 85 333 28 58 45 31 40 22 29 24 887 21 25 612
internal_value=0 0.00254806 0.00188518 0.00460041 0.00370874 0.00209173 0.00466772 0.00229551 0.00324048 0.00487056 0.00227318 0.0014662 0.00308398 0.00186181 0.00298279 0.00176027 0.00470768 0.00465326 0.00550512 0.00411346 0.00634796 0.00704064 0.0058684 0.00455381 0.00425752 0.0017278 0.00489411 0.00439281 0.00447036 0.00409197
internal_weight=0 718 457 2403 261 432 2307 401 145 54 91 71 185 78 96 256 2266 2181 228 86 142 116 85 1953 1044 53 909 991 970 637
internal_count=3121 718 457 2403 261 432 2307 401 145 54 91 71 185 78 96 256 2266 2181 228 86 142 116 85 1953 1044 53 909 991 970 637
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 3 4 1 14 2 12 2 0 48 2 14 391 1 51 1429 4 52 159 2 133 47 0 13 43
split_gain=6.23312 0.979081 0.627104 0.569437 0.32346 0.249146 0.245129 0.231239 0.202854 0.185034 0.174407 0.130612 0.123021 0.105638 0.10545 0.0866295 0.0824925 0.0763436 0.0753357 0.107778 0.102382 0.0742953 0.0826278 0.0809778 0.0726872 0.0908825 0.0710773 0.0683063 0.0663392 0.0624325
threshold=0.10538500000000002 0.12408500000000001 1.0000000180025095e-35 0.087215000000000015 0.090050000000000005 0.27834500000000006 0.30112000000000005 0.36766000000000004 0.077845000000000011 0.062655000000000016 0.14122000000000004 -0.42850999999999995 -0.090999999999999984 -0.030209999999999997 -0.015314999999999997 0.12358500000000001 -0.41790499999999997 -1.0000000180025095e-35 0.080270000000000022 0.11144500000000002 0.083420000000000008 0.04735000000000001 1.0000000180025095e-35 0.030370000000000005 0.10912000000000001 0.087035000000000015 0.10350500000000001 -0.072894999999999988 -0.16152999999999998 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 9 26 7 13 -4 12 14 -8 -1 15 -6 -3 -9 -16 19 -14 -20 23 -23 28 25 -2 -5 -25 -19 -10
right_child=1 6 8 5 10 -7 11 16 29 -11 -12 -13 18 -15 17 -17 -18 21 20 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00034160904833049232 0.00033388977371921037 0.00039550885825959684 0.00045503448507114617 0.00049387604732867762 0.00034941047928858281 0.00026276119747827519 0.00017982774393712498 0.00025523864567613736 0.00029564150437420492 0.0005992090844556357 0.00031972007700369038 2.6767967729133437e-05 0.00050419061537340464 0.00015444961549969865 0.00033523143360427782 0.00025535845935209842 0.00011831460984659684 0.00034928546469731656 0.00047645622385231304 0.00035850865145524343 0.00034247915254935989 0.00038949443498255908 0.00046978373073851574 0.0005956206428671761 0.00022749777947232616 0.00018352645960654696 0.00039678947671371352 0.00047510739160226841 0.00046425901516339421 0.00016824137062933486
leaf_weight=22 68 30 28 69 38 34 34 21 50 59 41 58 821 20 20 39 87 20 471 20 23 112 88 33 137 20 50 40 547 21
leaf_count=22 68 30 28 69 38 34 34 21 50 59 41 58 821 20 20 39 87 20 471 20 23 112 88 33 137 20 50 40 547 21
internal_value=0 0.000252813 0.000466574 0.0003185 0.000473001 0.00041079 0.000166897 0.000205922 0.000313698 0.000491714 0.000444782 8.33335e-05 0.000487041 0.000279924 0.000450492 0.000316293 0.000144939 0.000454958 0.000489437 0.000500726 0.000470218 0.000457809 0.000424822 0.000468117 0.000255743 0.000299716 0.000453083 0.000529586 0.000460204 0.00025796
internal_weight=0 667 2454 378 2355 153 289 197 99 1416 939 92 1357 89 898 69 108 860 1335 841 494 840 200 640 225 88 119 73 567 71
internal_count=3121 667 2454 378 2355 153 289 197 99 1416 939 92 1357 89 898 69 108 860 1335 841 494 840 200 640 225 88 119 73 567 71
is_linear=0
shrinkage=0.00196078


Tree=8652
num_leaves=31
num_cat=0
split_feature=1 1 12 0 16 0 150 10 2 1447 133 156 160 403 1 1 2 52 159 133 14 376 2 47 3 39 4 0 50 50
split_gain=0.220818 0.0565813 0.0465898 0.0295717 0.0439523 0.0323092 0.0276165 0.0269774 0.0208579 0.0277727 0.0235734 0.0238896 0.027654 0.0379143 0.0301049 0.0428083 0.02522 0.0187698 0.0346368 0.0186286 0.0184667 0.020142 0.022449 0.037332 0.019751 0.0342792 0.0184639 0.0354295 0.0211392 0.0343646
threshold=0.10124500000000002 0.13075500000000004 0.085055000000000006 -0.10474999999999998 -0.39185999999999993 -0.082084999999999977 0.083250000000000005 -0.062879999999999978 0.090175000000000019 -0.082954999999999987 0.017095000000000003 0.11386000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.08864000000000001 0.095025000000000012 0.094565000000000024 0.4002400000000001 -0.46048499999999998 0.091580000000000009 -0.46413499999999996 0.086445000000000008 0.11682500000000001 0.10589000000000001 0.088060000000000013 0.085060000000000011 -0.39518999999999993 -0.066089999999999996 0.10803500000000001 0.11375500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 20 4 -3 -5 -4 -7 17 -10 11 12 13 -11 -15 -16 -14 26 -19 -12 -2 22 23 24 25 -22 -1 28 -28 -30
right_child=1 3 6 5 -6 7 -8 -9 9 10 19 -13 16 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0071659878996962858 0.0050669674154209055 0.00079677384064504595 0.0046142694535056808 -0.0021879590259314598 0.0062943733180873098 -0.0013460405366194825 0.00095435990547032459 0.0019748086939216591 0.0067113285288723998 0.0058996726354470829 0.0054949760481596312 0.0064672251017047809 0.0025138458250356572 0.0029323432672642914 -0.0033254413073882461 0.002938821221808515 0.0057717331480612423 0.0051613212006575461 0.00084445750998223532 0.0040872246841719443 -0.0015402297684116864 -0.00071626708275921965 0.00096752755587658612 0.0069419412430198422 0.0038224212021808718 0.0026807426504878882 0.0049698248594490877 0.0017620693448024167 0.0012522232099776952 0.0052544954424310064
leaf_weight=33 23 33 199 33 26 31 23 116 40 37 141 26 35 245 20 24 74 41 34 282 26 23 80 21 65 74 1192 38 41 45
leaf_count=33 23 33 199 33 26 31 23 116 40 37 141 26 35 245 20 24 74 41 34 282 26 23 80 21 65 74 1192 38 41 45
internal_value=0 0.0025554 0.00312776 0.00127655 0.00321944 0.000639711 0.00423509 0.00127449 0.00450401 0.004134 0.00401738 0.00352272 0.00334673 0.00288569 0.00249982 9.14292e-05 0.00472562 0.00474409 0.00320434 0.00455648 0.00233986 0.00212282 0.00236831 0.00297079 0.00246537 0.00158329 0.0048297 0.00477111 0.00486058 0.00334644
internal_weight=0 773 534 239 59 180 222 147 2348 924 884 461 435 326 289 44 109 1424 75 423 312 289 266 186 165 100 1349 1316 1278 86
internal_count=3121 773 534 239 59 180 222 147 2348 924 884 461 435 326 289 44 109 1424 75 423 312 289 266 186 165 100 1349 1316 1278 86
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=31
num_cat=0
split_feature=4 2 39 13 130 1 0 43 49 159 1424 0 11 52 11 0 3 159 15 13 483 160 481 42 42 13 1447 4 15 1447
split_gain=0.181275 0.0537797 0.0319969 0.0316888 0.0361786 0.02391 0.0285644 0.0279368 0.0226695 0.023744 0.0221733 0.0214899 0.0216336 0.024466 0.0278702 0.019912 0.033451 0.02338 0.0195125 0.0186576 0.0183395 0.0176971 0.0172566 0.0235726 0.0428876 0.0303074 0.0264077 0.0366862 0.0281754 0.0262239
threshold=0.27287000000000006 0.10774000000000002 0.08456000000000001 -0.23438999999999996 -0.0091299999999999975 0.13075500000000004 0.024095000000000002 0.084740000000000024 0.14705000000000004 -0.087844999999999993 1.0000000180025095e-35 0.16094000000000003 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 -0.06563999999999999 -0.10831999999999999 0.082105000000000025 -0.11345499999999999 0.030370000000000005 0.093585000000000015 -0.066074999999999981 -0.0015899999999999998 0.091735000000000025 0.088295000000000012 -0.081224999999999978 -0.085804999999999979 -0.015039999999999998 -0.011859999999999997 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 7 20 -2 9 -6 11 12 15 14 -14 22 -17 -18 -4 -16 -7 -11 23 24 26 29 28 -28 -1 -26
right_child=5 3 18 4 8 6 -8 -9 -10 21 -12 -13 13 -15 19 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0058536307706328278 0.0018041641282553877 0.00094140769224651836 0.0054694973043210452 -0.00078162431184734631 0.0069822189198540793 0.00061380351748644346 -0.0024849082258207584 0.0057426742883399133 0.00076459695639122022 0.00095665658544749014 0.0072008819940189532 0.0073278487260852541 0.0089381131003252595 0.0028668266534805299 0.0071520695396299879 3.232077935770635e-05 0.0029970054412713949 0.0061374419906254241 0.002175156800588593 0.0038642836781218647 0.0038536382994304101 0.0037364170516768305 0.004009824027212997 0.0075900418105824237 0.0035121902357786896 0.0054986032612976583 0.0088739709080889444 0.004782033541356214 0.0015407829146300044 -0.0014389362894808469
leaf_weight=33 181 71 21 21 21 104 26 20 28 25 24 21 26 30 28 31 113 30 125 45 21 273 1593 29 20 21 39 50 28 23
leaf_count=33 181 71 21 21 21 104 26 20 28 25 24 21 26 30 28 31 113 30 125 45 21 273 1593 29 20 21 39 50 28 23
internal_value=0 0.00389097 0.00408226 0.00287567 0.00324886 0.00148171 0.000530824 0.00219606 0.00349278 0.00373224 0.00417808 0.00414449 0.00411324 0.00536858 0.00612668 0.00403267 0.00301027 0.00365584 0.002649 0.00512535 0.0011581 0.00350322 0.00412956 0.00491452 0.00455195 0.00238467 0.00547666 0.00657513 0.00387396 0.000863913
internal_weight=0 2769 2330 439 368 352 151 201 347 319 2184 2160 2139 129 99 2010 174 143 146 73 125 298 1836 243 214 64 150 89 61 43
internal_count=3121 2769 2330 439 368 352 151 201 347 319 2184 2160 2139 129 99 2010 174 143 146 73 125 298 1836 243 214 64 150 89 61 43
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 47 2 4 11 0 12 1 52 1 124 47 1 3 13 52 160 3 43 4 3 43
split_gain=8.44654 1.05017 0.951763 0.709108 0.526512 0.350477 0.324041 0.307008 0.230275 0.212759 0.210301 0.188267 0.174445 0.145544 0.172876 0.13102 0.125798 0.131462 0.123436 0.116653 0.112617 0.0904839 0.141234 0.0898233 0.0794949 0.0776675 0.07141 0.0692407 0.146195 0.0673859
threshold=0.10752500000000002 -0.40967499999999996 0.051320000000000005 0.12408500000000001 0.092845000000000025 0.092550000000000007 0.088105000000000003 -0.17966999999999997 0.053180000000000012 0.13082500000000002 0.11389000000000002 0.40473500000000007 1.0000000180025095e-35 -0.10011499999999998 0.13597000000000004 0.15964000000000003 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.077555000000000013 0.086105000000000015 -0.10217499999999997 -0.0082249999999999979 0.056145000000000007 -0.52641999999999989 -0.066704999999999987 -0.081289999999999987 -0.059649999999999988 0.090900000000000009 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 10 12 29 -6 13 15 19 -8 21 -7 24 23 17 18 -9 27 -14 22 -4 -5 -15 -26 -19 -1 -29 -3
right_child=1 3 5 9 7 8 11 16 -10 -11 -12 -13 20 14 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00057901349520525264 0.00057165516632086953 0.00023062315905622726 0.00038278311331009442 0.00017850442856717083 0.00058066818565756333 0.00069637970921780288 0.00050896555826062805 0.00031173663469506247 0.00046333533329341342 0.00034098337530531086 0.0003536711773261085 0.00031262489625302352 0.00072082030739836105 0.00044064088898865299 0.00038959963941106611 6.2290098044519404e-05 0.00049436038622297277 0.0003464540673626794 0.00049425666437731802 0.00065452467660610076 0.00057172755911654122 0.00059051081379156792 0.00058848083072380155 0.00027994568304034393 0.00057082969684894673 0.00050601326424826762 0.00022323336653119207 0.00053846863863753972 0.00036855665083025013 0.00031898151366236246
leaf_weight=71 49 44 21 167 28 27 57 28 125 37 23 28 64 22 25 31 22 33 29 35 28 1218 33 42 462 84 40 88 25 135
leaf_count=71 49 44 21 167 28 27 57 28 125 37 23 28 64 22 25 31 22 33 29 35 28 1218 33 42 462 84 40 88 25 135
internal_value=0 0.000296781 0.000557303 0.000271885 0.000472301 0.000574312 0.0003446 0.000391995 0.00054011 0.000202582 0.000532033 0.000444289 0.000592992 0.000555588 0.000549178 0.000181246 0.000357239 0.000334034 0.000404598 0.000550765 0.000675444 0.000587029 0.000508487 0.00019889 0.000556202 0.000560858 0.000278936 0.000531028 0.000500877 0.000297262
internal_weight=0 590 2531 541 422 2109 264 180 745 277 242 85 1364 620 593 240 152 130 57 219 92 1272 54 209 568 546 73 184 113 179
internal_count=3121 590 2531 541 422 2109 264 180 745 277 242 85 1364 620 593 240 152 130 57 219 92 1272 54 209 568 546 73 184 113 179
is_linear=0
shrinkage=0.00196078


Tree=8655
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 14 1 47 3 2 44 0 4 4 0 156 2 1 3 160 106 132 15 3 48 16 52 43
split_gain=9.22969 1.40257 0.962567 0.788316 0.616912 0.450451 0.357811 0.278977 0.270814 0.235158 0.223637 0.1706 0.162194 0.324472 0.216578 0.207191 0.10579 0.119255 0.103509 0.0981956 0.0922242 0.140864 0.089442 0.0892451 0.0749286 0.0714253 0.0684625 0.0905731 0.0676684 0.0690196
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 0.056590000000000008 0.088105000000000003 0.10252500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.11658 0.13501500000000002 1.0000000180025095e-35 -0.11173999999999999 0.022185000000000003 0.022185000000000003 -0.079119999999999982 -0.0011799999999999998 0.094835000000000017 0.16540500000000002 -0.12711499999999995 -0.077849999999999989 0.087690000000000004 0.089365000000000014 -0.022504999999999997 0.30112000000000005 0.08955500000000001 -0.27167499999999994 0.23074000000000003 -0.073959999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 -6 12 18 19 11 24 13 14 -1 16 -15 -18 -5 26 21 -19 23 25 28 -3 27 -4 29 -7
right_child=1 2 9 8 6 10 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0003947260758139933 0.00055790467727702322 0.0003128687058922135 0.00013383695142963584 0.00060668153676137425 0.00051709221086288003 0.00053134526522054834 0.0002889476545377929 0.00069405808059171733 0.00032655917632654178 0.000344838763889678 0.00032081882654350226 0.00039470603049914866 0.00075350346518497831 0.00059793368348069319 0.00056977932926128747 0.00050056584577858076 0.00069147189166031625 0.00034808917455009968 0.00044594453626498748 1.1399924446315688e-05 0.00056463030439011456 0.00056886506664986694 0.00015315159522240457 0.00016026391332749933 0.00057140566515392129 0.00022701545945390145 6.9602269895497297e-05 0.00024766879141088424 0.00059273456241570269 0.00044613211542462463
leaf_weight=61 74 196 78 24 82 79 39 83 66 23 23 37 20 1173 49 111 26 20 43 22 379 25 21 20 130 46 31 41 31 68
leaf_count=61 74 196 78 24 82 79 39 83 66 23 23 37 20 1173 49 111 26 20 43 22 379 25 21 20 130 46 31 41 31 68
internal_value=0 0.000303232 0.00027177 0.000562505 0.000326379 0.000570939 0.000443558 0.00058283 0.000415706 0.000158633 0.000508026 0.000520507 0.000577877 0.000575972 0.000472704 0.000582523 0.000588129 0.00056257 0.000503522 0.000133734 0.000554666 0.000470742 0.000276277 0.000286146 0.000535619 0.000296549 0.000151676 0.000173056 0.000509483 0.000491927
internal_weight=0 673 599 2448 404 2315 121 1947 133 195 368 345 1864 1844 110 1734 1623 450 67 172 424 45 283 262 308 242 150 119 178 147
internal_count=3121 673 599 2448 404 2315 121 1947 133 195 368 345 1864 1844 110 1734 1623 450 67 172 424 45 283 262 308 242 150 119 178 147
is_linear=0
shrinkage=0.00196078


Tree=8656
num_leaves=31
num_cat=0
split_feature=1 52 1 16 12 15 4 15 1 2 2 148 12 12 12 42 42 3 40 43 2 13 2 123 3 160 4 0 3 1452
split_gain=0.220954 0.0411645 0.0451786 0.0547484 0.0332707 0.0343332 0.0313718 0.0464057 0.029307 0.0287822 0.040537 0.0271698 0.0323057 0.0391423 0.0365891 0.019897 0.0187429 0.0185062 0.0184541 0.0181274 0.0417169 0.0258903 0.0239148 0.0233032 0.0211029 0.0197152 0.0181153 0.0180698 0.0235755 0.0275294
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.03241999999999999 0.085605000000000014 0.10672500000000001 0.079055000000000014 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.089410000000000003 0.086665000000000006 0.090545000000000014 0.11924500000000002 -0.0061149999999999998 -0.053764999999999993 0.11362000000000001 -0.010739999999999998 -1.0000000180025095e-35 0.10695000000000002 0.30112000000000005 -0.077849999999999989 0.053180000000000012 -0.079119999999999982 -0.059315 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 16 11 -4 5 6 -1 8 18 10 -9 17 13 14 19 -10 -2 -3 -8 21 22 -13 -21 24 25 -22 27 28 29 -6
right_child=1 2 3 -5 26 -7 7 9 15 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052437897899489799 0.0060807182434170198 -0.002214734197464581 0.001998177551897243 -0.0050213341542985294 0.0047825779408478489 0.0061686958273639908 0.0040145710352625626 -0.0010616609141531322 0.0033671788474382196 -0.0022894219204317779 0.0044522061773265408 0.0020932612158867415 0.0056746930718935768 -0.0016965355093513307 0.0049243589464682512 0.00063572861748098421 0.0028067331740577873 0.0019882364699151367 0.0071739878943029413 0.0029137023311618365 0.00087817886727862063 -0.0011057478111438654 0.0075812193544824496 -0.0013474261373630726 0.00069096267844239877 0.00463896823070093 0.0037862829967479218 0.0042526280124592503 0.0083202558627817787 0.0077542800645460375
leaf_weight=71 36 22 25 20 1207 48 51 24 139 22 30 80 29 24 52 33 34 20 29 21 20 37 23 20 45 46 247 614 20 32
leaf_count=71 36 22 25 20 1207 48 51 24 139 22 30 80 29 24 52 33 34 20 29 21 20 37 23 20 45 46 247 614 20 32
internal_value=0 0.00222387 0.00189605 -0.00112161 0.00442593 0.0036419 0.00333793 0.00292538 0.00357859 0.000759461 0.0020016 0.00220538 0.00246126 0.00220803 0.00248044 0.00284312 0.0044905 -0.00021332 0.00515986 0.00204522 0.00268947 0.00108161 0.00535354 0.00179466 0.00236081 0.00349934 0.00459124 0.0046974 0.00491431 0.00485933
internal_weight=0 554 484 45 2567 447 399 328 252 76 54 439 397 368 344 172 70 42 80 292 175 117 44 131 111 66 2120 1873 1259 1239
internal_count=3121 554 484 45 2567 447 399 328 252 76 54 439 397 368 344 172 70 42 80 292 175 117 44 131 111 66 2120 1873 1259 1239
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 1 14 150 2 2 4 2 39 2 1 50 15 3 3 43 475 1 11 1 1 40 151
split_gain=5.79244 0.705905 0.634627 0.40859 0.395677 0.318304 0.225136 0.230621 0.200449 0.182248 0.132363 0.157096 0.1252 0.099438 0.0917838 0.0816418 0.0787849 0.102896 0.0758069 0.0693797 0.0676561 0.0754417 0.0609424 0.0608873 0.0560831 0.052575 0.0524526 0.0503116 0.0466095 0.0464094
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.076975000000000002 1.0000000180025095e-35 0.13501500000000002 0.11704500000000001 -0.55119499999999988 -1.0000000180025095e-35 0.095830000000000012 0.088850000000000012 0.08864000000000001 0.041865000000000006 -0.41942499999999994 0.30112000000000005 -0.017889999999999996 -0.016814999999999997 -0.082014999999999991 0.092845000000000025 0.075910000000000019 0.080270000000000022 0.091345000000000023 -0.077474999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 12 6 28 -8 -4 13 11 23 -2 -1 24 20 26 -18 19 -7 21 -9 -12 -5 -15 -11 -16 -19 -3 -21
right_child=1 5 8 10 -6 18 7 15 -10 25 22 -13 -14 14 16 -17 17 27 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058788347605041023 0.00042875634281443366 0.00017727346917793474 0.00042456471465416294 0.00048749771605686651 0.0002160098422516527 0.00012676001761292507 0.00037936742784075054 0.00016010587436714871 0.00024380233885375541 0.00048028567594691205 0.0003753209859132767 0.00030290150993943064 0.00025806805009351058 0.00043276738592041268 0.00047986020748475098 0.00012810596347766012 0.00044892539419530588 0.00027664647090668769 0.00018139246109641219 7.2985749786454895e-05 0.00017050455911754589 0.00029250835116518132 0.00022732666300614472 0.00041367317613273864 0.00030148070697372183 0.00059287173829433335 0.00045331019265496035 0.00041406046560888083 8.7388214127976144e-05 -5.4904796773555616e-05
leaf_weight=23 95 42 34 49 75 29 41 21 77 23 20 47 20 29 736 33 539 20 23 20 42 78 23 348 22 52 468 21 47 24
leaf_count=23 95 42 34 49 75 29 41 21 77 23 20 47 20 29 736 33 539 20 23 20 42 78 23 348 22 52 468 21 47 24
internal_value=0 0.000228402 0.000444145 0.000450794 0.00032681 0.000181659 0.000212741 0.000247073 0.000299171 0.000463583 0.000400035 0.000410095 0.000399071 0.000459757 0.000458152 0.0002159 0.000460496 0.000441722 8.32299e-05 5.23019e-05 0.000236447 0.000264423 0.000296161 0.000422785 0.000376134 0.000558345 0.00046954 0.000347029 0.000129806 3.22727e-06
internal_weight=0 590 2531 2420 190 400 304 215 111 1933 487 444 115 1858 1835 174 1784 580 96 73 141 99 43 397 51 75 1204 41 89 44
internal_count=3121 590 2531 2420 190 400 304 215 111 1933 487 444 115 1858 1835 174 1784 580 96 73 141 99 43 397 51 75 1204 41 89 44
is_linear=0
shrinkage=0.00196078


Tree=8658
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 2 1 4 14 11 0 1 1 47 43 49 2 43 15 1429 48 1 157 13 3 43 4 2
split_gain=5.70788 0.756278 0.62099 0.480447 0.410346 0.312597 0.311352 0.195073 0.167754 0.163326 0.132402 0.101412 0.154643 0.116978 0.0775927 0.0773094 0.0717694 0.0704179 0.0683045 0.0613279 0.059591 0.0589729 0.0575233 0.0524845 0.0493937 0.0493249 0.0493216 0.0713472 0.047712 0.0466289
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.36766000000000004 0.14122000000000004 0.088105000000000003 0.089885000000000007 0.077845000000000011 0.40473500000000007 0.076975000000000002 1.0000000180025095e-35 -0.13027499999999997 0.086920000000000011 0.091195000000000012 0.13011000000000003 -0.04890499999999999 0.10084500000000002 0.11362000000000001 -0.080324999999999994 0.040760000000000005 1.0000000180025095e-35 0.087380000000000013 0.15964000000000003 -0.15034999999999996 -0.0075049999999999987 -0.11171999999999999 -0.016814999999999997 -0.036839999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 4 6 5 7 16 10 -4 -8 14 12 13 -9 -1 23 -3 26 -18 -10 21 24 -15 -5 -13 -20 27 -14 -2 -16
right_child=1 3 8 15 -6 -7 9 11 19 -11 -12 20 17 22 29 -17 18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047502751316406267 0.00050908419088869171 0.00017596875891613358 0.00043237857489275333 0.00012803502065841766 0.0002656335957461972 0.00028491307545269805 0.00039545207477060103 0.0004381918721422762 0.00029085941474058972 0.00023100921706784339 0.0005646690921707378 0.00051106290350886392 0.00045965388973776586 0.00019846860319375993 0.0003520790349774679 0.00023969234779417769 0.00031460555903041053 0.00039674005859873207 0.00017357583957173625 0.00017329760213851246 0.00058968450801045286 0.00054971285777933459 0.00034376335348568709 3.7975606585426902e-05 0.00039140482576186555 0.00025780682752503219 0.00045024943899858906 0.00029601541219973095 0.00038949758932312024 0.00044498867793044524
leaf_weight=1119 29 113 28 126 45 41 69 28 59 35 57 21 21 20 23 20 37 140 52 24 20 25 22 31 36 55 568 20 23 214
leaf_count=1119 29 113 28 126 45 41 69 28 59 35 57 21 21 20 23 20 37 140 52 24 20 25 22 31 36 55 568 20 23 214
internal_value=0 0.000230385 0.000444547 0.00020856 0.000451125 0.000454639 0.000249589 0.000457621 0.000301139 0.000340111 0.000472093 0.000435417 0.000428156 0.000340022 0.000468201 0.000124879 0.000212958 0.000436393 0.000241984 0.000256866 0.00049372 0.000470314 0.000274575 0.000110253 0.000435489 0.000216872 0.000445509 0.00037983 0.00045619 0.000435972
internal_weight=0 590 2531 538 2420 2375 361 2334 111 104 1413 921 819 70 1356 177 257 749 144 83 102 82 42 157 57 107 609 41 52 237
internal_count=3121 590 2531 538 2420 2375 361 2334 111 104 1413 921 819 70 1356 177 257 749 144 83 102 82 42 157 57 107 609 41 52 237
is_linear=0
shrinkage=0.00196078


Tree=8659
num_leaves=31
num_cat=0
split_feature=1 4 2 150 147 4 11 15 15 14 0 1 15 0 0 1 50 1 51 151 1 42 16 481 16 16 50 43 15 130
split_gain=0.240102 0.0407343 0.0355421 0.0250307 0.0235574 0.0375446 0.0249024 0.0331218 0.0480338 0.0306502 0.0231592 0.0206674 0.0301228 0.020421 0.0223 0.0173838 0.0285123 0.0443287 0.0234665 0.0327708 0.0231367 0.0263301 0.023555 0.0382067 0.0207343 0.0287034 0.0206231 0.0272683 0.0312033 0.0196922
threshold=0.10920500000000001 0.27044500000000005 0.10045500000000002 0.084680000000000019 0.089365000000000014 -0.0057249999999999992 0.075910000000000019 1.0000000180025095e-35 -0.095244999999999982 0.078235000000000013 -0.13027499999999997 0.14699000000000004 -0.41396999999999995 -0.13843999999999998 -0.026509999999999995 0.080270000000000022 0.083090000000000011 0.084525000000000003 0.078435000000000019 -0.0064299999999999991 0.096325000000000008 0.091625000000000012 -0.040964999999999994 -0.0095549999999999993 -0.083539999999999989 -0.080344999999999986 0.10883000000000001 -0.085474999999999982 -0.062284999999999993 0.11247000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 -6 15 8 -8 -9 -4 -3 -13 -2 -15 26 17 -17 20 -20 21 22 -19 -24 -18 -26 29 -28 -29 -1
right_child=1 11 10 -5 5 -7 7 9 -10 -11 -12 12 -14 14 -16 16 24 18 19 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0051936748874434552 0.0013407482103753739 0.0019078227659912223 0.0025498932483149512 0.0017094306907227557 0.0053211832419037819 -0.00066530677024275071 0.0073643457385818081 0.011034821834237804 0.00072876450372859846 0.0062023764077041837 0.0042164090478039274 0.0016312300739809871 -0.0030274596996605397 0.0047998181574004598 0.0019300604966701941 -0.0005972543244504116 0.0063799834344536073 0.0075046785444061728 0.0041395253874361515 -0.0010862744302721694 0.0030463544842394526 0.0079163716588583257 6.4363633282482627e-06 0.0047330863020082908 0.0017379880612415654 0.0050924532897826998 0.0059966442691802516 0.0038732694127880368 -0.00085800349654164177 0.0030368014429272578
leaf_weight=1115 29 218 102 82 22 20 24 21 20 35 457 35 23 133 34 22 88 23 30 20 86 27 20 118 31 144 32 46 20 44
leaf_count=1115 29 218 102 82 22 20 24 21 20 35 457 35 23 133 34 22 88 23 30 20 86 27 20 118 31 144 32 46 20 44
internal_value=0 0.00232206 0.00461756 0.00317645 0.00481389 0.00247047 0.00486395 0.00640134 0.00434817 0.00801454 0.00391232 0.00146147 -0.000216181 0.0037902 0.00421556 0.00478156 0.00434305 0.0037465 0.00404145 0.00204921 0.004405 0.0050265 0.00454187 0.00404806 0.00512787 0.00449823 0.00499401 0.00360105 0.00243955 0.00511179
internal_weight=0 554 2567 278 2008 42 1966 100 44 56 559 276 58 196 167 1866 609 346 324 50 274 188 161 138 263 175 1257 98 66 1159
internal_count=3121 554 2567 278 2008 42 1966 100 44 56 559 276 58 196 167 1866 609 346 324 50 274 188 161 138 263 175 1257 98 66 1159
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=31
num_cat=0
split_feature=1 2 0 106 3 12 14 44 11 4 0 51 49 52 12 149 11 124 34 2 2 47 43 457 3 4 0 391 2 43
split_gain=0.19458 0.0538707 0.0367334 0.0312746 0.0250715 0.0314639 0.0246027 0.0229062 0.0214662 0.0198957 0.0187999 0.0443334 0.0391009 0.0654946 0.030239 0.0193893 0.0246326 0.0189136 0.0179663 0.0277659 0.0191736 0.0200369 0.0178773 0.0207713 0.032736 0.0176506 0.0321759 0.0195547 0.0169001 0.0181142
threshold=0.11846000000000002 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.31370500000000007 -0.42850999999999995 0.076175000000000007 1.0000000180025095e-35 0.08776500000000001 -0.50427999999999995 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 0.085495000000000015 0.079625000000000015 0.076560000000000003 -0.087104999999999988 -0.038779999999999995 0.11870500000000002 -1.0000000180025095e-35 0.11043500000000002 -0.04890499999999999 0.083415000000000017 0.11658 0.022185000000000003 -0.10011499999999998 -0.077824999999999991 0.15361500000000003 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 6 18 -6 7 8 10 -4 11 -1 -13 14 -14 16 17 -12 -2 20 -20 -22 -3 24 -24 26 -19 -28 29 -11
right_child=4 2 9 -5 5 -7 -8 -9 -10 28 15 12 13 -15 -16 -17 -18 25 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010563423347082876 1.9468496450119552e-06 0.00043279775550132096 0.0061465159926052775 0.00086212540202093536 0.0025510262759566747 -0.0013054817135395884 0.0060184353646507271 0.0076496125455014418 0.00098877841373905544 0.0045530874203315169 0.0017449205766078429 0.0020883982141141691 0.010409628455950455 0.0011014402611181141 0.0052238415957064086 0.0073196668357757679 0.00084292538464069376 0.008060650758445264 0.0015655225589095306 0.0015399440187208642 0.0066149717685766527 0.0030176779435350911 0.0060663201234239109 0.00046977790771052241 0.0018033375432931409 0.0032944181718497418 0.0072207348868250851 0.0044021807738531876 0.00088608357144276731 0.0031622972432523971
leaf_weight=21 36 53 31 26 34 56 85 20 20 148 27 62 22 22 23 22 20 25 27 143 30 32 31 30 43 131 25 1598 23 255
leaf_count=21 36 53 31 26 34 56 85 20 20 148 27 62 22 22 23 22 20 25 27 143 30 32 31 30 43 131 25 1598 23 255
internal_value=0 0.0040733 0.00324722 0.00430932 0.00159551 0.000151421 0.00435154 0.00428202 0.00424864 0.00370058 0.00428127 0.0032046 0.00389824 0.00557301 0.00775912 0.00436866 0.00433311 0.00437176 0.00208047 0.002403 0.00378971 0.0047583 0.00192759 0.00268935 0.00358918 0.00441163 0.00450044 0.0044456 0.00352259 0.00367306
internal_weight=0 2763 614 2149 358 90 2123 2038 2018 457 1998 150 129 67 45 1848 1826 1806 268 232 89 62 157 104 74 1779 1648 1623 426 403
internal_count=3121 2763 614 2149 358 90 2123 2038 2018 457 1998 150 129 67 45 1848 1826 1806 268 232 89 62 157 104 74 1779 1648 1623 426 403
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=31
num_cat=0
split_feature=1 2 11 124 11 16 52 13 0 15 1 16 47 376 43 482 16 157 402 52 10 52 16 133 401 160 158 484 159 43
split_gain=0.15761 0.0438275 0.0347597 0.0281263 0.0268687 0.0251442 0.0592601 0.0257907 0.0249037 0.0228288 0.0286512 0.0234423 0.0226125 0.0262363 0.0206434 0.0192939 0.0239159 0.0240296 0.0180433 0.0194899 0.0197873 0.0175882 0.0358965 0.0171304 0.0166871 0.0166634 0.0158906 0.0264165 0.0180681 0.031999
threshold=0.11846000000000002 0.10045500000000002 0.080455000000000013 -0.083859999999999976 0.085155000000000022 0.40020000000000006 0.039215000000000007 0.10935500000000002 -0.062294999999999996 -0.07490999999999999 0.097525000000000014 0.51222500000000004 0.085505000000000012 0.080200000000000007 -0.052894999999999991 0.093000000000000013 -0.0087049999999999992 -0.078754999999999978 0.09388500000000001 0.12445000000000002 -0.079859999999999987 -0.065544999999999978 -0.39185999999999993 0.086990000000000012 0.086285000000000014 0.090195000000000011 0.11817500000000002 -0.013794999999999998 0.11389500000000001 -0.077319999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -4 6 7 15 -8 -7 11 -11 18 -14 -13 16 25 -18 19 20 -2 -22 -23 -1 26 -3 28 -28 -5 -30
right_child=12 5 4 24 -6 9 8 -9 -10 10 -12 14 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.003107303590513766 -0.0012508776731084328 0.0020782572132702626 0.0084922705710466419 0.0037975589994897747 0.0044533142854925245 0.0069288719121528702 0.0047689794777453741 -0.0014763992016568134 0.0023198488761945707 -0.00038543438859051093 0.0049511924944429971 0.0048827902311185268 0.0034433535326217467 -0.00050381239159919672 0.00089508500227349855 0.0049997218223870737 -0.0025453153410039489 0.001360692051867585 -0.0018859146406785363 0.0037004723558547326 -0.00043767618697656451 0.00071355745768600918 0.0043302028412964743 -5.6759512621543511e-05 0.0047876573739079062 0.0050743256651219872 0.003586053497468432 0.008148176801015242 -0.00036394125116722927 0.0047999527970595023
leaf_weight=44 37 160 28 1659 40 23 130 23 61 24 75 34 85 21 21 20 21 63 21 27 43 83 41 28 187 21 30 22 28 21
leaf_count=44 37 160 28 1659 40 23 130 23 61 24 75 34 85 21 21 20 21 63 21 27 43 83 41 28 187 21 30 22 28 21
internal_value=0 0.00366597 0.00389264 0.00381774 0.00611641 0.00296617 0.00260294 0.00174478 0.0039868 0.0039902 0.0035513 0.00222229 0.00143596 0.00266137 0.00336021 0.00200473 0.00177869 0.00038419 0.000920514 0.00117564 0.000841476 0.00130505 0.00190938 0.00187683 0.00388952 0.00242587 0.00379409 0.00551618 0.00374166 0.00184916
internal_weight=0 2763 2087 2019 68 676 499 308 191 177 154 79 358 106 55 285 265 84 252 231 204 167 124 72 1947 181 1760 52 1708 49
internal_count=3121 2763 2087 2019 68 676 499 308 191 177 154 79 358 106 55 285 265 84 252 231 204 167 124 72 1947 181 1760 52 1708 49
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 1 2 47 14 2 4 1 11 1 4 16 15 10 11 16 1 13 52 131 16 1210 51
split_gain=5.54503 0.893048 0.578292 0.540246 0.331969 0.31005 0.268632 0.203594 0.182977 0.177964 0.159096 0.140235 0.110556 0.105115 0.0796847 0.0744417 0.106514 0.151207 0.0689057 0.0647218 0.0638656 0.0632846 0.0603597 0.0534506 0.0503154 0.0475523 0.0413756 0.0399051 0.0470657 0.0431545
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10527500000000002 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.091195000000000012 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.19444000000000003 -0.41942499999999994 -0.38124499999999995 0.095165000000000013 0.13751500000000003 0.11507500000000002 -1.0000000180025095e-35 -0.14765999999999999 0.090385000000000007 -0.079504999999999978 -0.062539999999999984 0.0038750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 6 7 23 9 -5 11 12 14 13 -4 27 16 18 -18 25 -14 -21 -17 -7 -3 -15 -11 -2 -1 -29 -30
right_child=1 2 10 8 -6 22 -8 -9 -10 15 -12 -13 19 24 -16 21 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00047378230048703734 0.00047777131706387287 0.00046364789828658105 0.00024225717526860536 0.00040887887229779871 0.00021550088550499762 0.00022288877665780122 0.00022069362306018645 0.00027089974267736954 0.0002313579640282405 0.00050453874994726739 0.00026227201127348971 0.00055273854699581311 0.00013844518335627429 0.00010211343853500859 0.00042094901946179047 0.00050849133610815305 0.00044642756001747288 0.0002518500117080194 0.00038903262139150275 0.00010073188773137243 -3.3456250185183449e-05 0.00038236187515305539 0.0003630515290589448 0.00036163444664982948 0.00019913950188324862 0.00042995098643333461 0.00037591601551239655 0.00037337245143813971 0.00045852224840121274 0.00037947985387983772
leaf_weight=545 46 40 40 34 199 27 43 26 65 35 37 59 32 86 220 65 28 34 165 25 30 20 21 39 27 538 23 29 515 28
leaf_count=545 46 40 40 34 199 27 43 26 65 35 37 59 32 86 220 65 28 34 165 25 30 20 21 39 27 538 23 29 515 28
internal_value=0 0.000232602 0.000208231 0.000434219 0.000264873 0.000440184 0.000345406 0.00044343 0.000292325 0.000445396 0.000142591 0.000459186 0.00012414 0.000155875 0.000455058 0.000423644 0.000417782 0.000339724 0.00042434 6.83317e-05 2.75384e-05 0.000478814 0.00028421 0.000413287 0.000125297 0.000434507 0.00044382 0.000461776 0.000450336 0.000454446
internal_weight=0 667 598 2454 321 2355 122 2307 99 2281 277 1396 240 153 1337 885 800 62 738 87 55 85 48 79 113 573 69 1117 572 543
internal_count=3121 667 598 2454 321 2355 122 2307 99 2281 277 1396 240 153 1337 885 800 62 738 87 55 85 48 79 113 573 69 1117 572 543
is_linear=0
shrinkage=0.00196078


Tree=8663
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 4 1 2 1 4 2 1 0 52 1 16 52 1 16 391 2 52 0 1 4 159 151
split_gain=10.6338 1.75594 0.900905 0.77623 0.583351 0.573371 0.376081 0.353532 0.329746 0.289128 0.277068 0.191055 0.190378 0.173857 0.151002 0.132218 0.121558 0.116828 0.105204 0.0975753 0.0918451 0.0907816 0.0845368 0.0796939 0.0794841 0.0755166 0.0723551 0.0707277 0.0698862 0.0657096
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.13501500000000002 -0.025214999999999998 0.062655000000000016 0.40124500000000002 0.09253500000000002 0.089885000000000007 0.12205500000000001 -0.029144999999999997 0.10045500000000002 0.122715 -0.22491999999999998 0.048770000000000008 0.090540000000000023 -1.0000000180025095e-35 -0.56176499999999996 0.13075500000000004 0.13751500000000003 -1.0000000180025095e-35 0.11411 -0.088204999999999992 -0.14116499999999996 0.13332000000000002 -0.036839999999999991 0.082585000000000006 -0.030624999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 11 8 10 -4 17 -3 -8 -14 27 -12 26 -1 25 -17 23 -7 -21 -5 -9 29 -6 -2 -24 -15
right_child=1 4 9 20 16 21 12 24 -10 -11 15 -13 13 18 -16 19 -18 -19 -20 22 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005946377607064198 0.00059484409906116181 0.00025039102789199246 0.0005190446956734137 0.00040872988650222225 0.00012166925109700575 0.00027884273027585916 0.00045701591654078046 0.00061134788018170848 0.00033722714813170477 0.00029468188578842067 0.00040575918067211502 0.00012262084541884581 0.00042111918725417692 0.00026426339325695937 0.00038107441469996742 0.00063398053508438568 0.00017511760329907156 0.00054726006776219661 0.00014173632119724778 0.0004142508874921238 0.00016782418193198205 0.0004507355986773467 0.00053538168434276174 0.00025890770664671787 0.00073781759068578564 0.00020712163520739504 -1.3024075634524271e-05 0.00049675247967692702 0.00058726922640791766 0.00041119388658254541
leaf_weight=1092 50 89 34 21 23 27 30 29 24 63 27 91 28 25 29 45 34 245 27 20 24 21 647 39 56 30 46 65 118 22
leaf_count=1092 50 89 34 21 23 27 30 29 24 63 27 91 28 25 29 45 34 245 27 20 24 21 647 39 56 30 46 65 118 22
internal_value=0 0.000280212 0.000558509 0.000420135 0.000208521 0.000566149 0.000247481 0.00057057 0.000565814 0.000373325 0.000568315 0.000185796 0.00031602 0.000283975 0.000507516 0.000540793 7.91581e-05 0.000585956 0.000247052 0.000545185 0.000270339 0.000354046 0.000540095 0.000311345 0.000694669 0.000283981 3.18737e-05 0.000539401 0.000543385 0.000333039
internal_weight=0 673 2448 228 445 2351 342 2303 2218 97 2194 180 162 132 144 857 103 1337 104 830 84 48 785 60 85 77 69 115 765 47
internal_count=3121 673 2448 228 445 2351 342 2303 2218 97 2194 180 162 132 144 857 103 1337 104 830 84 48 785 60 85 77 69 115 765 47
is_linear=0
shrinkage=0.00196078


Tree=8664
num_leaves=31
num_cat=0
split_feature=1 52 1 16 15 1 4 2 0 14 3 12 2 42 148 12 12 3 133 43 160 49 41 16 159 4 4 13 15 4
split_gain=0.194211 0.0360935 0.0387897 0.045807 0.0288425 0.031936 0.0449344 0.0537225 0.037963 0.0374547 0.0480842 0.0311233 0.0256058 0.0224801 0.0222941 0.0265879 0.0321171 0.0311789 0.0230618 0.0303829 0.025358 0.021008 0.0207205 0.0227469 0.019886 0.019534 0.0482922 0.0193461 0.0215053 0.054235
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.083195000000000005 0.08864000000000001 -0.17966999999999997 0.089605000000000018 -0.068944999999999992 -1.0000000180025095e-35 -0.034684999999999994 0.091625000000000012 0.088850000000000012 0.12961500000000001 -0.043434999999999994 0.11734000000000001 0.10711000000000002 -0.03694999999999999 -1.0000000180025095e-35 -0.072864999999999985 -0.0071899999999999993 -0.063424999999999981 0.075585000000000013 0.0028900000000000006 -0.092414999999999983 0.40473500000000007 -0.0073899999999999999 -0.14819499999999997 -0.0063699999999999989 -0.080364999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 14 -4 5 11 -7 8 -8 -9 -11 27 -13 22 -3 16 17 18 -16 20 -20 -12 23 24 -6 26 -23 -1 -29 -30
right_child=1 2 3 -5 13 6 7 9 -10 10 21 12 -14 -15 15 -17 -18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0072715422022156424 0.0041681268598352163 -0.00016559595630193753 0.0017962546106427908 -0.004624515767209232 0.0072618418774599656 0.0051745724379468495 0.0043008091881693829 0.0052165452553890644 0.00068055043712125297 -0.0031041366738853477 0.0036966232983104419 0.00034943622778411265 0.0035691519900112705 0.0021503473100706171 0.0011847884384527183 0.0051723695592954758 -0.0015094457262118037 0.0016989360017644701 0.0057043841862468988 0.0074769822235863943 0.0007844863967462019 0.0024322434684727343 0.0071857663003417355 0.0031619264469587836 0.0045994725998529046 0.0029317340115085247 -0.0039917625381018628 0.0046689226128004743 0.0048337650961716412 0.00095767378294051193
leaf_weight=24 70 42 25 20 29 85 168 20 35 28 32 27 290 39 24 29 24 252 20 26 22 25 30 110 861 24 22 566 93 59
leaf_count=24 70 42 25 20 29 85 168 20 35 28 32 27 290 39 24 29 24 252 20 26 22 25 30 110 861 24 22 566 93 59
internal_value=0 0.0020457 0.00173874 -0.00105742 0.00411021 0.00382704 0.00310991 0.00261416 0.00367663 0.0011858 0.00057042 0.00412432 0.00329492 0.004507 0.00202536 0.00225715 0.00202741 0.00227417 0.00384981 0.00479041 0.00312729 0.00156933 0.00459624 0.00451855 0.00468622 0.000610548 -0.000574738 0.00447867 0.00438531 0.00332923
internal_weight=0 554 484 45 2567 1498 439 354 203 151 131 1059 317 1069 439 397 368 344 92 68 42 103 1030 1000 890 71 47 742 718 152
internal_count=3121 554 484 45 2567 1498 439 354 203 151 131 1059 317 1069 439 397 368 344 92 68 42 103 1030 1000 890 71 47 742 718 152
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 1 4 2 457 0 4 16 47 11 4 15 47 4 50 52 52 0 0 14 16 0 4 131 11
split_gain=7.84751 1.29071 0.774434 0.743877 0.512271 0.388957 0.280594 0.280279 0.22775 0.216269 0.189763 0.18968 0.174309 0.149781 0.145982 0.122929 0.126193 0.0944967 0.171541 0.0919406 0.0846306 0.0945211 0.0803172 0.141773 0.0796727 0.101958 0.116292 0.106354 0.0764776 0.074004
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.077845000000000011 0.27834500000000006 0.13913500000000004 0.29113500000000009 -0.07929499999999999 0.40124500000000002 -0.44310499999999992 0.13011000000000003 1.0000000180025095e-35 -0.49405499999999997 0.084735000000000019 0.090100000000000013 0.41555500000000006 0.083640000000000006 -0.43851499999999993 0.024145000000000003 -0.11173999999999999 -0.21861499999999998 -0.46166999999999997 -0.0094449999999999968 -0.18113999999999997 -0.0083799999999999986 0.091440000000000007 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 17 8 -5 -6 9 10 14 12 -7 -4 22 19 20 24 -19 29 -17 -22 23 -1 -3 26 -26 -27 -2 -12
right_child=1 2 13 6 7 11 -8 -9 -10 -11 15 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00055709646910295731 0.00058212054185920984 0.00034693867394642919 0.00014005102188206265 0.00053580185967166223 0.00048892459266484717 0.00057134158694482863 0.00030307229251012473 0.00028996228092113564 0.00034736482463046614 0.00035970584401577349 0.0006067663816748919 0.0003184053409917682 0.00046645464587530288 0.00032022010429999699 0.00066189350841745233 0.00053962032885231668 0.00054409392160499745 0.0004202964415310491 0.00019947651905867676 0.00070776851599067304 0.00041424951953287077 0.00051639990459529609 0.00057263632775232057 0.00036522106870132332 0.00038088769592128143 0.00022829167022648384 0.00024182131969843138 5.7573034701978452e-05 0.00044018176548621233 0.00049561762685774492
leaf_weight=57 54 31 157 28 81 85 69 41 20 21 61 25 215 20 68 69 338 38 21 21 85 59 1170 20 29 47 114 20 20 37
leaf_count=57 54 31 157 28 81 85 69 41 20 21 61 25 215 20 68 69 338 38 21 21 85 59 1170 20 29 47 114 20 20 37
internal_value=0 0.000299453 0.000269272 0.000538525 0.000314932 0.000545468 0.000370252 0.00042206 0.000555569 0.000557645 0.000559739 0.000482498 0.000496173 0.000160409 0.000573424 0.000532881 0.000520538 0.000271366 0.0003417 0.000590031 0.000483158 0.000456103 0.000568599 0.000507259 0.000254148 0.00024045 0.000270024 0.000177331 0.000543759 0.000564802
internal_weight=0 673 599 2448 422 2351 97 122 2026 2006 1985 325 300 177 1315 670 551 300 59 119 213 144 1247 77 241 210 143 67 74 98
internal_count=3121 673 599 2448 422 2351 97 122 2026 2006 1985 325 300 177 1315 670 551 300 59 119 213 144 1247 77 241 210 143 67 74 98
is_linear=0
shrinkage=0.00196078


Tree=8666
num_leaves=31
num_cat=0
split_feature=1 3 12 4 0 16 2 52 42 1 2 12 4 52 133 12 1 51 13 39 3 39 2 160 48 48 3 4 51 1
split_gain=0.192193 0.0343477 0.0303161 0.028626 0.0353171 0.0320974 0.0254282 0.0305273 0.0340226 0.0249962 0.0234156 0.0232358 0.0196543 0.0348253 0.0199789 0.021457 0.0279387 0.0191829 0.0229397 0.0240553 0.0205664 0.0185942 0.0171292 0.016919 0.0166995 0.0231921 0.0158116 0.0157583 0.0145478 0.0200237
threshold=0.11146500000000002 0.31299000000000005 -0.010834999999999999 -0.010655 -0.033209999999999996 0.023255000000000001 0.12043500000000001 -0.42635499999999998 0.091735000000000025 0.09253500000000002 0.092120000000000021 -0.42850999999999995 0.042705000000000007 1.0000000180025095e-35 -0.13941499999999998 0.090695000000000012 0.083345000000000016 -0.40274499999999996 -0.15714499999999998 0.096625000000000016 -0.012939999999999998 0.084405000000000008 0.15950500000000004 0.08325500000000001 0.11619500000000001 0.10184000000000001 0.11296500000000002 0.11275500000000001 -0.22411499999999998 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 5 -2 12 -8 -9 10 -1 -3 24 14 -14 16 -16 -5 -19 -20 -21 -11 -13 -12 25 26 28 -17 29 -4
right_child=1 11 6 17 -6 -7 7 8 -10 21 23 22 13 -15 15 27 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0068576257210224874 0.0086847617675084622 0.0025890498764484246 0.0041957528049048655 0.0042039579540655457 0.0011201756902404927 0.0037124715720278189 0.0056839284871745372 -0.0013682864248179473 0.0032559742539888248 -0.00017664776804546516 0.0021700735481337032 0.00039361320012672385 0.0050917346749037246 0.0049801760468410686 0.0056757885799015645 -0.00013166857856761096 0.0018767598598283166 0.0042094394844752973 0.0019798111347266991 0.0016083970821152132 -0.0018253622873925378 0.0027062379605757251 -0.0029079603893809361 0.0055842306331864433 0.0071694314125038327 0.0025597381531785599 0.0021598299655447447 0.0027580032619880512 0.0043930010303518249 0.0083724602039596495
leaf_weight=24 20 34 24 34 28 37 23 26 41 30 47 55 29 101 32 46 49 32 179 33 37 88 22 21 21 71 31 32 1852 22
leaf_count=24 20 34 24 34 28 37 23 26 41 30 47 55 29 101 32 46 49 32 179 33 37 88 22 21 21 71 31 32 1852 22
internal_value=0 0.00196807 0.0040888 0.00239996 0.00402849 0.00545713 0.00418962 0.00254055 0.00146149 0.00293664 0.00417223 0.000411723 0.00425387 0.0034825 0.0026779 0.00223765 0.00337761 0.00196051 0.00168906 0.00136516 -0.00020659 0.0019733 -0.000549694 0.00322445 0.00436417 0.00433471 0.00440004 0.00105384 0.00443663 0.00619331
internal_weight=0 511 2610 400 85 57 2400 90 67 210 92 111 2310 289 188 159 81 315 281 249 70 118 77 68 2021 2000 1929 78 1898 46
internal_count=3121 511 2610 400 85 57 2400 90 67 210 92 111 2310 289 188 159 81 315 281 249 70 118 77 68 2021 2000 1929 78 1898 46
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 14 1 159 2 4 1 12 49 1 475 150 47 3 147 12 4 399 47 0 4 3 51 2 2
split_gain=5.2139 0.623585 0.558712 0.449839 0.360907 0.221604 0.199456 0.16316 0.148575 0.146522 0.154701 0.0952485 0.106086 0.0921617 0.0641491 0.0570599 0.0624291 0.0541452 0.0561375 0.0525912 0.0517083 0.0828601 0.0513468 0.0477782 0.100026 0.0470817 0.0422687 0.0549349 0.0422405 0.0377001
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.10045500000000002 0.13075500000000004 0.076975000000000002 0.077845000000000011 0.082585000000000006 0.14122000000000004 0.36766000000000004 0.089770000000000016 0.087005000000000013 -0.017229999999999999 0.16175000000000003 -0.069854999999999987 0.081835000000000019 0.08265500000000002 0.084940000000000015 0.088610000000000008 0.091325000000000003 -0.51843499999999987 0.091580000000000009 0.078345000000000012 -0.061629999999999997 0.0067750000000000006 0.086245000000000016 -0.087719999999999979 0.088930000000000023 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 19 11 -4 23 10 15 20 17 -2 -7 -6 -17 18 -13 -3 21 -1 -22 29 -25 -14 28 -28 -23 -5
right_child=1 5 7 8 9 14 -8 -9 -10 -11 -12 12 25 -15 -16 16 -18 -19 -20 -21 22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00060296874500000966 0.00029192456539048979 0.00026092451828511046 0.00044993735244628095 0.00028604970534772394 0.00048854804608309047 0.00015227822111522413 0.00057392762435807122 0.00027684406891109644 0.00017076270687795911 0.00030289318480242498 0.0002961897683582771 0.00025699464677303446 0.00047003202735806059 0.00043546114666666161 4.3545960430421083e-05 0.00043232565478850944 0.00032202718247042973 0.00045204166916833406 0.00039300840003650726 0.00015399602331381108 0.00045079429615212834 0.00049044530323505821 0.00055310261015798531 0.00039543686015111905 0.00024163628140611774 0.00039934509599855704 0.00050419725331605646 0.00037061827530564289 0.00046090680143991868 0.00018700731614415341
leaf_weight=22 21 112 28 45 66 126 75 83 57 41 33 20 230 95 25 326 21 23 28 21 331 854 20 37 29 43 20 29 238 22
leaf_count=22 21 112 28 45 66 126 75 83 57 41 33 20 230 95 25 326 21 23 28 21 331 854 20 37 29 43 20 29 238 22
internal_value=0 0.000251849 0.000456534 0.00031326 0.000462773 0.00018568 0.000474792 0.000320507 0.000254518 0.000415067 0.000425379 0.00047079 0.000441338 0.000409476 0.000134276 0.000435702 0.000425651 0.000373818 0.000336336 0.000244041 0.000477482 0.000483778 0.000456624 0.000290414 0.000327858 0.000458898 0.000481479 0.00042514 0.000484007 0.000253528
internal_weight=0 590 2531 306 2420 284 1933 111 190 487 446 1858 344 116 151 413 347 71 48 133 1514 1163 351 133 66 273 1141 49 1092 67
internal_count=3121 590 2531 306 2420 284 1933 111 190 487 446 1858 344 116 151 413 347 71 48 133 1514 1163 351 133 66 273 1141 49 1092 67
is_linear=0
shrinkage=0.00196078


Tree=8668
num_leaves=31
num_cat=0
split_feature=1 2 0 106 47 1 40 14 44 0 4 0 39 49 133 14 4 3 2 4 0 457 16 149 11 158 2 9 2 16
split_gain=0.184394 0.0465531 0.0322188 0.0263253 0.0227835 0.0240581 0.0217172 0.0214585 0.0208645 0.0206318 0.0402468 0.0250297 0.0229596 0.0228412 0.0402905 0.0200379 0.0164047 0.0280578 0.0413275 0.0237303 0.0163213 0.018429 0.0287614 0.0162874 0.0225995 0.0161277 0.0150953 0.0144155 0.0159641 0.0247141
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.085505000000000012 0.14627000000000004 -0.0087249999999999984 0.076175000000000007 1.0000000180025095e-35 -0.11013499999999998 0.0049200000000000008 -0.15599999999999997 0.091820000000000013 -0.007794999999999999 -1.0000000180025095e-35 -0.46166999999999997 -0.46376499999999993 -0.10831999999999999 0.11362000000000001 -0.073104999999999989 -0.17169499999999996 0.094310000000000019 -0.50690499999999983 0.079625000000000015 0.076560000000000003 0.11245500000000001 0.11263500000000001 0.099965000000000012 0.11870500000000002 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 7 15 6 -6 8 9 10 11 -1 23 -12 -15 -2 -4 18 -18 -19 21 22 -3 24 -11 -21 -22 28 -17 -30
right_child=4 2 16 -5 5 -7 -8 -9 -10 12 13 -13 -14 14 -16 27 17 19 -20 25 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029047701532977661 0.0034025698976620335 0.0020625842337106026 0.0048926375076606332 0.00095023535145446656 0.00081642949140090914 -0.00032370770000852647 0.0044585091975022804 0.005771034619332675 0.0073633242133655588 0.0042703510345422141 0.0023840863765640695 -0.000982133779131497 0.0014170339347088132 0.003170664896190699 0.0087543160150138043 0.0024128413877067142 0.0041705906134059971 0.00094796346223527763 -0.0015325892889113339 0.0041696172174010481 -0.00029926219298927626 0.00073128782398998741 0.0067902973641387442 0.0069574722247621561 0.001739578292472288 0.0014637656776661364 0.002506189834436073 -0.001352627317878771 0.001628795466893233 -0.0010582031367239772
leaf_weight=37 32 31 82 25 22 20 64 85 20 1777 33 30 29 28 24 59 24 29 27 268 44 25 22 22 36 24 34 29 78 61
leaf_count=37 32 31 82 25 22 20 64 85 20 1777 33 30 29 28 24 59 24 29 27 268 44 25 22 22 36 24 34 29 78 61
internal_value=0 0.00395717 0.0031863 0.00417629 0.00156532 0.0028003 0.00352681 0.00421432 0.00414933 0.00411744 0.00299717 0.00116437 0.0042088 0.00444185 0.00574773 0.00105988 0.00361231 0.00333009 0.00115126 0.00367626 0.00194649 0.00296934 0.00402503 0.00425292 0.0042201 0.00394722 0.000923627 0.000729635 0.00103461 0.000449609
internal_weight=0 2756 610 2146 365 106 86 2121 2036 2016 152 67 1864 85 52 259 454 372 51 321 156 78 53 1835 1813 292 78 227 198 139
internal_count=3121 2756 610 2146 365 106 86 2121 2036 2016 152 67 1864 85 52 259 454 372 51 321 156 78 53 1835 1813 292 78 227 198 139
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1429 50 11 12 1210 1 52 52 403 12 16 0 13 13 0 13 13 403 13 1429 160 1 4 1 1455 1456
split_gain=0.149359 0.037708 0.0260972 0.0219986 0.035166 0.0263846 0.0256716 0.033712 0.0225405 0.0205445 0.019875 0.0266488 0.0194251 0.023323 0.0192528 0.019066 0.0212499 0.0220851 0.0239422 0.0210688 0.0197056 0.0181001 0.0177819 0.016917 0.0164339 0.0336088 0.0204025 0.0360666 0.0162954 0.0174728
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -0.075934999999999989 0.086825000000000013 0.089465000000000017 0.078065000000000009 0.089300000000000004 -0.062539999999999984 0.090840000000000018 -0.23375999999999997 -0.16675999999999999 0.084620000000000015 -0.085119999999999987 0.058835000000000005 -0.060129999999999996 -1.0000000180025095e-35 -0.085804999999999979 -0.13027499999999997 -0.085384999999999975 -0.41572999999999993 -0.072624999999999981 1.0000000180025095e-35 0.087700000000000014 -0.072114999999999985 0.085345000000000018 -0.072334999999999997 0.10089500000000001 -0.23681499999999997 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 8 23 -8 -5 -7 -2 -12 13 -10 15 16 17 18 20 -17 -13 -11 -21 28 25 -15 -26 -28 -1 -30
right_child=10 2 -4 4 -6 9 7 -9 12 21 11 14 -14 24 -16 19 -18 -19 -20 22 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0064837018483861657 0.003639550263889962 0.0017518371093338389 0.0032510800292896978 -0.00063268998108634896 0.0067517026448622348 0.0070606572437100119 0.004014256669001447 0.0088527591142337769 0.00056205599232473312 0.0054612522371046785 -0.0023728789349843284 -0.0013264100490828399 -0.00010031167640472236 0.0022364307005773298 0.003470570655563512 -0.0021253404268009035 0.0036531605189232979 -0.0011009106241330942 0.0035423951795221205 0.0023670940459944692 0.002695860059577085 0.0021105043142788898 -0.00097137226171239662 0.0019317018551131091 0.0037164718204820975 0.007229389485811615 -0.00076403222113315551 0.0037440959933317374 0.0019159723757507488 0.0039149002820844546
leaf_weight=24 36 156 454 22 25 22 36 24 36 28 20 29 23 26 39 32 43 34 45 39 21 38 27 45 105 28 35 36 45 1548
leaf_count=24 36 156 454 22 25 22 36 24 36 28 20 29 23 26 39 32 43 34 45 39 21 38 27 45 105 28 35 36 45 1548
internal_value=0 0.00356146 0.00286767 0.00375866 0.00311343 0.00288547 0.00391754 0.00594966 0.00245291 0.00441419 0.00140879 0.00116469 0.0026878 0.00292887 0.00139366 0.00109366 0.00172796 0.00108623 0.001869 -1.96049e-05 0.000362943 0.00353203 0.00100136 0.00384418 0.00329933 0.00482537 0.00283111 0.00152178 0.0038974 0.00385843
internal_weight=0 2756 610 2146 424 399 1722 60 311 88 365 329 289 266 309 270 172 129 95 98 50 66 66 1662 230 54 176 71 1617 1593
internal_count=3121 2756 610 2146 424 399 1722 60 311 88 365 329 289 266 309 270 172 129 95 98 50 66 66 1662 230 54 176 71 1617 1593
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=31
num_cat=0
split_feature=4 3 9 160 149 10 44 48 4 3 15 3 0 43 160 133 43 42 43 133 13 2 43 0 43 4 43 1210 402 130
split_gain=0.122935 0.0343569 0.0324645 0.0254662 0.0247603 0.0229792 0.0209763 0.0234848 0.0212596 0.0356298 0.0406721 0.0360071 0.0197044 0.0233113 0.0334657 0.0533253 0.0366465 0.0477547 0.0306328 0.0383275 0.0554708 0.0232253 0.0211603 0.0335689 0.0202311 0.0447249 0.0342424 0.0289261 0.028906 0.0212065
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.07770500000000001 -0.079859999999999987 1.0000000180025095e-35 0.14505500000000002 -0.068329999999999988 0.092670000000000016 -0.016799999999999995 -0.15121499999999996 -0.089269999999999988 -0.03898999999999999 -0.081399999999999986 0.085355000000000014 -0.067199999999999996 0.11603500000000001 -0.023869999999999995 0.0033250000000000003 -0.084319999999999992 0.080205000000000012 -0.011694999999999999 -0.082974999999999979 -0.0084099999999999991 -0.083854999999999985 -0.0040649999999999983 -0.089089999999999989 -1.0000000180025095e-35 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 8 12 11 -11 -10 21 14 15 -14 -16 -18 -15 22 -21 -4 23 -20 25 -24 -26 -28 -29 -30
right_child=4 -3 6 -5 -6 -7 -8 -9 9 10 -12 -13 13 18 16 -17 17 -19 19 20 -22 -23 24 -25 26 -27 27 28 29 -31
leaf_value=-0.0011824129133260457 -0.001304692197411966 0.0010913757309802651 0.0076427077777528512 0.0034559645337867554 0.0040714424382063694 0.0012834320820892524 0.0055528185375761695 0.00022298720036633313 -0.00069364358981450396 0.0026597303737487116 -0.0029069777001582441 0.0032141001089401018 -0.0031232044121007555 0.0066914836264082359 0.0038463052832395199 0.0036150298935050764 -0.0014668465447089951 0.0038732514273953824 0.0083173443114251972 -0.0023717684195498408 0.0030799138731019797 0.0041289123576723208 0.0040968875297241738 0.0038027996206074022 0.0058506665018773297 -0.0018010807107202709 7.0965586399490186e-05 0.0073178339622576132 0.0032945714378979822 0.0060925921382537739
leaf_weight=29 39 75 24 20 28 285 41 25 24 35 21 1346 23 35 212 24 34 33 28 23 99 87 36 40 82 20 22 22 279 30
leaf_count=29 39 75 24 20 28 285 41 25 24 35 21 1346 23 35 212 24 34 33 28 23 99 87 36 40 82 20 22 22 279 30
internal_value=0 0.0032025 0.00326127 0.000710802 0.00121845 0.000971899 0.00330852 0.00327319 0.00330275 0.00304458 0.000572215 0.00314564 0.00362205 0.00348713 0.00278616 0.000317596 0.00320201 0.00116335 0.00380628 0.003658 0.00205214 0.00488865 0.00400847 0.00566173 0.00377951 0.00199047 0.00400982 0.0035822 0.00381558 0.00356622
internal_weight=0 2769 2694 49 352 324 2645 2604 2579 1426 56 1370 1153 1042 326 47 279 67 716 681 122 111 559 68 491 56 435 353 331 309
internal_count=3121 2769 2694 49 352 324 2645 2604 2579 1426 56 1370 1153 1042 326 47 279 67 716 681 122 111 559 68 491 56 435 353 331 309
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=31
num_cat=0
split_feature=1 124 48 33 15 454 16 16 4 40 393 160 484 160 51 43 475 157 42 49 50 49 15 2 0 52 42 1456 158 12
split_gain=0.10237 0.0301769 0.0215326 0.0198526 0.018424 0.0161413 0.0155617 0.0338594 0.0528531 0.0155257 0.0156253 0.0174221 0.0364175 0.0342042 0.0369897 0.0505496 0.0375998 0.0215599 0.0327839 0.0268459 0.027217 0.0241844 0.0449649 0.0272797 0.0233919 0.0227642 0.0273575 0.0220873 0.0241782 0.0203674
threshold=0.12000500000000001 -0.076779999999999987 0.13765500000000006 0.082285000000000011 -0.24436499999999997 -0.082299999999999984 -0.39185999999999993 -0.15012499999999998 0.51303500000000013 0.051255000000000002 0.10358500000000001 -0.089744999999999978 -0.081614999999999979 -0.037174999999999993 -0.090529999999999985 -0.081944999999999976 -0.085719999999999977 -0.07928499999999998 0.090545000000000014 -0.004729999999999999 0.11875500000000001 -0.088694999999999982 -0.092919999999999989 0.088125000000000023 -0.16360999999999995 -0.55061999999999989 0.084435000000000024 0.094710000000000003 0.13559000000000002 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 -2 -8 -9 10 11 12 -7 14 15 -13 -16 18 25 21 24 23 -23 -19 -21 -15 -27 28 -26 -18
right_child=6 2 -4 -5 -6 9 7 8 -10 -11 -12 13 -14 17 16 -17 29 19 -20 20 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0011063970858231186 0.0002229658399509 0.005492338808253408 -0.00022573200985789301 0.0059805523455989636 0.0019924459457300449 0.0071392477427322703 0.0053981876621643707 0.001830479666190513 -0.0033176411707561623 0.00023112022040766621 0.0044346435993377654 -0.0045114655280485754 0.0032704480410901226 0.0035368253443656228 0.0057462014121420942 0.0015307240526211295 -0.00056229347788632432 0.0065716519486159093 0.0005944676557555795 0.0057360943974785958 0.00019970978416192036 -0.0020557095115884406 0.0020394253477753772 0.0022887530764599999 0.0030478375146384662 0.0044490177323146226 0.0093018003739416596 0.00035826710984110833 0.0064683648436108521 0.0023407883514200561
leaf_weight=22 140 25 21 22 150 26 21 150 23 21 70 20 379 49 29 45 29 20 20 33 33 33 143 58 1296 26 21 30 21 145
leaf_count=22 140 25 21 22 150 26 21 150 23 21 70 20 379 49 29 45 29 20 20 33 33 33 143 58 1296 26 21 30 21 145
internal_value=0 0.00287912 0.00296351 0.00298933 0.00159608 0.00296375 0.00102648 0.00160633 0.00114605 0.00293893 0.00296144 0.00291945 0.00351882 0.0028011 0.00174776 -0.000328411 0.00241255 0.00295942 0.00427764 0.00286769 0.00303784 0.00192118 0.00127159 0.00338693 0.0031057 0.00504497 0.00661728 0.00304126 0.00310238 0.00185694
internal_weight=0 2787 2615 2594 172 2572 334 194 173 2547 2526 2456 405 2051 268 65 203 1783 116 1667 1413 254 176 78 1380 96 47 1347 1317 174
internal_count=3121 2787 2615 2594 172 2572 334 194 173 2547 2526 2456 405 2051 268 65 203 1783 116 1667 1413 254 176 78 1380 96 47 1347 1317 174
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=31
num_cat=0
split_feature=1 2 0 157 0 157 0 16 49 16 402 52 0 12 48 1 0 2 12 13 1 474 15 483 52 156 0 0 0 0
split_gain=0.08292 0.0249507 0.0199178 0.0173388 0.0191207 0.0255371 0.0251523 0.0518458 0.0248498 0.0240001 0.0315076 0.0233211 0.0238403 0.0295517 0.0203619 0.0202207 0.0215322 0.0190262 0.0186851 0.0188027 0.0172312 0.0167688 0.0189101 0.0147319 0.0146334 0.0142732 0.0296053 0.0153435 0.0328464 0.0221148
threshold=0.12000500000000001 0.10672500000000001 0.14486500000000005 -0.48214999999999997 -0.075934999999999989 -0.082009999999999986 0.11070500000000001 0.013515000000000001 0.036705000000000008 -0.082404999999999992 0.08865000000000002 0.10024500000000001 -0.068944999999999992 0.097575000000000009 -0.09386499999999999 0.096325000000000008 -0.085034999999999986 -1.0000000180025095e-35 0.085440000000000016 -0.069964999999999986 0.10638500000000002 0.10008000000000002 0.024640000000000006 0.12605000000000002 0.09086000000000001 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10474999999999998 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 -1 14 -6 8 -8 9 -7 11 17 13 -13 -5 23 20 -11 -19 -20 -17 22 -3 -16 -9 26 27 -2 -29 -30
right_child=25 2 -4 4 5 6 7 24 -10 10 -12 12 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0051599186427634339 -0.00029905917246886076 0.0015798360362698858 -0.0011439918831456454 0.0060200992319732905 -0.00064472885381790896 -0.00059521429723611587 -0.00024076246947515756 0.0043277379450516714 -0.0005406651752335685 0.00049194039384019565 0.0061606365361843605 -0.00032485537748369906 -0.0022889407025650141 0.0047467218770179901 0.002874066873676904 5.7800030122629152e-05 0.0038553297723024809 0.0049304339621978055 0.00034913617225053409 0.0031790790158319638 0.0028836448410255538 0.0042520298149831817 0.0031909641100672003 0.0055397921890419513 0.0077939000246780264 0.0030047868964660062 -0.0019740812984916072 0.0048929179983679206 -0.0011924016842385756 0.0015767415868246865
leaf_weight=29 62 350 20 20 31 27 20 29 35 32 22 27 20 20 1621 71 33 44 30 108 31 33 92 21 21 30 36 25 36 145
leaf_count=29 62 350 20 20 31 27 20 29 35 32 22 27 20 20 1621 71 33 44 30 108 31 33 92 21 21 30 36 25 36 145
internal_value=0 0.00259121 0.00194737 0.00273026 0.00269912 0.00212831 0.00232593 0.0040623 0.00199293 0.00226165 0.00251622 0.00223089 0.000602754 0.00183326 0.00284715 0.00281144 0.00163498 0.00274063 0.00313601 0.00256387 0.000916635 0.00207753 0.00191518 0.00290816 0.00578353 0.000923829 0.000718472 0.00108016 0.00149526 0.00102597
internal_weight=0 2787 495 2292 2263 466 435 70 365 330 303 281 67 47 1797 1777 135 214 182 138 102 475 442 1642 50 334 304 268 206 181
internal_count=3121 2787 495 2292 2263 466 435 70 365 330 303 281 67 47 1797 1777 135 214 182 138 102 475 442 1642 50 334 304 268 206 181
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=31
num_cat=0
split_feature=1 2 48 1454 51 49 52 16 129 1420 0 1454 43 160 11 41 3 0 43 403 402 160 157 43 52 159 158 483 148 147
split_gain=0.0671652 0.020625 0.0207599 0.0184585 0.0278746 0.0255882 0.024018 0.0229418 0.0227833 0.0149337 0.0165006 0.028127 0.0233758 0.0295519 0.0197257 0.0297497 0.017919 0.0165721 0.0354499 0.0326154 0.0207872 0.017751 0.0152453 0.0144983 0.0140626 0.0177576 0.0136945 0.0178381 0.0154025 0.0212989
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.091445000000000012 -0.41109999999999997 0.11428500000000001 0.039215000000000007 0.40020000000000006 0.089245000000000005 -0.084814999999999988 -0.076234999999999983 0.077440000000000023 -0.080419999999999978 -0.081969999999999987 0.078065000000000009 0.079300000000000009 -0.014944999999999998 -0.071719999999999992 -0.03898999999999999 -0.071919999999999984 0.0043800000000000011 -0.019279999999999995 -0.24909499999999998 0.093175000000000022 0.10263500000000002 -0.041644999999999995 0.080150000000000013 0.032770000000000007 -0.098399999999999974 0.089365000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -3 7 8 -6 -1 14 12 13 -12 22 -16 -15 18 -14 -20 21 -19 -11 24 -8 -26 28 -28 -24 -30
right_child=-2 2 -4 -5 6 -7 23 -9 -10 10 11 -13 17 16 15 -17 -18 20 19 -21 -22 -23 26 -25 25 -27 27 -29 29 -31
leaf_value=0.0046231558670115193 0.00083144648168947055 0.0070310526224784554 -0.0013419490645173939 -0.00084658858604202785 0.0011700245746714434 0.0025698907912657079 0.0052814637260910659 0.0026640213607678044 -0.0022582829131611755 -9.3022011622617194e-05 -0.0025346369739660687 0.0055552838649600743 -0.0021433738792741982 0.0019044419187690788 0.0063819243833704888 0.0019060494723143401 -0.0013918869988992812 0.0042425491049652916 0.0056033691191779717 0.00086305020971501128 0.0057676325784996154 0.0018075039199389081 0.0052135104639455679 0.0007100056355389266 0.0054171853890875353 0.0020898627909906437 0.0038270178861948183 0.0008837656195585927 0.0024651215348595315 -0.0008213714882731437
leaf_weight=32 334 20 20 23 252 36 28 102 21 22 24 20 24 94 33 27 20 40 21 47 21 119 20 26 20 81 145 24 1405 20
leaf_count=32 334 20 20 23 252 36 28 102 21 22 24 20 24 94 33 27 20 40 21 47 21 119 20 26 20 81 145 24 1405 20
internal_value=0 0.00233209 0.00182821 0.00193232 0.00204139 0.00416316 0.0018172 0.00138441 0.000906309 0.00247896 0.00244668 0.0018934 0.00171477 0.000654699 0.00258696 0.00436778 0.00132614 0.0022526 0.00116079 0.00232697 0.00281064 0.00242009 0.00252165 0.00286428 0.00329848 0.00274874 0.00255729 0.00340904 0.00245767 0.002419
internal_weight=0 2787 629 609 586 56 530 375 273 2158 2126 430 410 138 1696 60 114 272 92 68 180 159 1636 155 129 101 1614 169 1445 1425
internal_count=3121 2787 629 609 586 56 530 375 273 2158 2126 430 410 138 1696 60 114 272 92 68 180 159 1636 155 129 101 1614 169 1445 1425
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=31
num_cat=0
split_feature=4 2 3 3 121 42 42 43 12 0 13 49 150 13 52 48 15 457 0 0 12 150 1 4 156 51 13 1373 1375 12
split_gain=0.0563362 0.0237173 0.0186915 0.0162686 0.0199094 0.0160521 0.0257202 0.0196358 0.0153551 0.0169403 0.0375963 0.0151121 0.0206408 0.0187386 0.0150325 0.0147652 0.0178245 0.0147641 0.015557 0.0189812 0.0413704 0.0207247 0.0189469 0.0231315 0.0182683 0.0281872 0.0174071 0.0168557 0.0192519 0.0154781
threshold=0.27044500000000005 0.17025000000000004 0.63141500000000017 0.20828500000000003 -1.0000000180025095e-35 0.090310000000000015 0.09858500000000002 0.022390000000000004 -1.0000000180025095e-35 -0.019414999999999998 -0.0087749999999999981 -0.015259999999999998 0.12026500000000001 1.0000000180025095e-35 -0.088614999999999985 0.11454000000000002 -0.44764999999999994 0.26807500000000006 -0.14920999999999998 -0.11013499999999998 0.087765000000000024 -0.091839999999999991 0.077565000000000009 0.057560000000000007 0.088775000000000007 0.094075000000000006 -0.097224999999999992 0.086880000000000013 -0.15308499999999997 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 7 -7 11 9 14 -11 12 -2 15 -6 16 -13 18 22 20 -20 -21 -10 24 25 -24 -22 28 -23 -30
right_child=2 -3 -4 -5 8 6 -8 -9 17 10 -12 13 -14 -15 -16 -17 -18 -19 19 21 26 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0053223970741964879 -0.0019800432356855565 -0.00055581064873628995 -0.0021852517826482657 0.00056574915233795762 0.003418578929673924 -0.0025958472393164092 0.00088036295725032695 0.0044204033209825867 0.0061128381919115784 0.0024670747955414384 -0.0034483502663317182 0.0014444322257688991 0.0020804066726538752 -0.00036418385791114053 0.0012754048407067169 -0.00016244704284789887 0.0040532057941891258 -5.4291088599711659e-05 -0.0017343141739011596 0.0052342448798615646 0.0049318644424783996 0.0052619738931146765 0.00044305216579232365 0.0059230447007576001 0.0047150575312907284 0.0046094277482056486 0.0010970196289267263 -0.00017811104671323094 0.0030351461453583875 0.0021278081874731461
leaf_weight=20 31 33 20 64 43 29 80 20 20 22 21 55 21 37 137 22 50 28 38 23 20 21 62 20 23 22 29 29 209 1872
leaf_count=20 31 33 20 64 43 29 80 20 20 22 21 55 21 37 137 22 50 28 38 23 20 21 62 20 23 22 29 29 209 1872
internal_value=0 0.00210896 0.000786891 0.00214126 0.00217918 0.000959189 -4.45003e-05 0.00142276 0.00215536 0.00136139 -0.000421854 0.0011452 -0.000340246 0.00161619 0.00178739 0.00219315 0.00268671 0.00222864 0.00225541 0.00219004 0.000741919 0.00224853 0.00325198 0.00280145 0.00221797 0.00153425 0.00266226 0.0022163 0.00224934 0.00221893
internal_weight=0 2756 365 2723 2659 345 109 236 2639 223 43 216 52 164 180 127 105 2416 2388 2241 87 2154 147 127 107 84 49 2131 2102 2081
internal_count=3121 2756 365 2723 2659 345 109 236 2639 223 43 216 52 164 180 127 105 2416 2388 2241 87 2154 147 127 107 84 49 2131 2102 2081
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 12 4 47 3 12 47 41 4 2 49 4 3 16 47 49 16 151 43 3 52 0 1 16 41
split_gain=5.47334 0.659967 0.613383 0.331183 0.321486 0.243176 0.22122 0.191777 0.178444 0.155697 0.12906 0.105655 0.100495 0.096118 0.0896498 0.0828633 0.0788246 0.133303 0.0751983 0.073081 0.0576254 0.0720162 0.0684939 0.0567686 0.0682628 0.0508824 0.0476651 0.062023 0.0466804 0.0461095
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.11690500000000002 0.091475000000000015 -0.17966999999999997 0.085505000000000012 -0.11171999999999999 0.13597000000000004 0.077555000000000013 0.075585000000000013 0.033845000000000007 0.31358000000000003 -0.017229999999999999 -0.046564999999999988 0.092670000000000016 -0.061854999999999993 0.091680000000000011 -0.085174999999999987 -0.090344999999999995 -0.059889999999999992 -0.078139999999999973 0.11658 0.12418000000000001 -0.11173999999999999 0.07635500000000002 -0.013024999999999998 0.083525000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 9 23 12 -6 14 -1 13 16 26 -8 25 -2 -11 28 -10 20 -9 -22 -23 -3 -25 -7 27 -4 -18 -14
right_child=1 5 6 -5 7 8 10 19 18 11 -12 -13 29 -15 -16 -17 17 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00029653303063900227 0.00029950904843408741 0.00021794320956128194 0.00047705802409087907 0.00024338644098953092 0.00048040419723055944 0.00014426606887619071 0.00046383726514980298 0.00037794273371010828 0.00020646875113459844 0.00049781576151618938 0.00033837578789920527 0.00056111114601805517 0.00060985105326394275 0.00040828564309090045 2.7945425098592009e-05 0.00043574329504481344 0.00040531989839280396 0.00027186780862523482 0.00033589128185721004 0.00038998776777004758 0.00032793888079008443 0.00028163197212943843 0.00015358709726429734 0.00037173376396330875 0.00025660358582052224 0.00023641508930215995 0.00048817052402462318 0.00034215760143364176 0.00049335645083778163 0.00050542780485928591
leaf_weight=26 21 40 38 75 28 157 666 21 45 58 39 32 37 146 23 94 57 22 28 31 43 36 29 36 44 27 1134 20 39 29
leaf_count=26 21 40 38 75 28 157 666 21 45 58 39 32 37 146 23 94 57 22 28 31 43 36 29 36 44 27 1134 20 39 29
internal_value=0 0.000249603 0.000459319 0.000344755 0.00039108 0.000204406 0.000472973 0.000330702 0.000172756 0.00043959 0.000448557 0.000457472 0.00048949 0.000453849 0.000143361 0.000410866 0.000438628 0.000409536 0.00025611 0.000304504 0.000283961 0.000265687 0.000224504 0.000278256 0.000308412 0.000157788 0.000485366 0.000430541 0.000441085 0.000563968
internal_weight=0 590 2531 190 422 400 2109 188 280 234 851 208 1258 812 207 115 176 118 73 160 129 108 65 120 80 184 1192 58 96 66
internal_count=3121 590 2531 190 422 400 2109 188 280 234 851 208 1258 812 207 115 176 118 73 160 129 108 65 120 80 184 1192 58 96 66
is_linear=0
shrinkage=0.00196078


Tree=8676
num_leaves=31
num_cat=0
split_feature=1 52 1 124 12 2 4 42 14 4 2 47 0 150 1 43 52 16 132 14 133 157 2 49 133 3 132 15 42 131
split_gain=5.06992 0.83694 0.49195 0.453508 0.35026 0.278052 0.240315 0.199398 0.181155 0.17617 0.137175 0.12109 0.0830815 0.0975218 0.0764345 0.0661838 0.0624248 0.0614455 0.058706 0.0686933 0.0629395 0.0582536 0.0551726 0.0525132 0.0531766 0.0499392 0.102108 0.0771122 0.0555349 0.048922
threshold=0.10538500000000002 -0.40967499999999996 0.13559000000000002 -0.080389999999999989 0.088105000000000003 0.13404500000000005 0.40124500000000002 -0.0060199999999999993 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.13082500000000002 -0.13027499999999997 0.081835000000000019 0.086920000000000011 -0.080324999999999994 -0.56176499999999996 0.13751500000000003 0.091050000000000006 -0.46413499999999996 0.088525000000000006 -0.06457499999999998 0.095040000000000013 0.10084500000000002 0.032270000000000007 0.31370500000000007 0.10365500000000001 -0.41396999999999995 0.086665000000000006 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 7 18 6 8 -1 10 -6 14 25 13 22 -5 -9 -14 -7 19 -3 21 -21 -12 24 -18 28 27 -27 -4 -2
right_child=1 2 11 5 9 17 -8 15 -10 -11 12 -13 16 -15 -16 -17 23 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00041730532626144026 0.00047591879355696562 0.00032662497389884218 0.00018965601647163139 0.00045682672383261154 0.00038732274783303942 0.00022396999414666633 0.00024846978141430367 0.00027696106054964548 0.00052632982093064526 0.00022754958310182538 0.00033035574604371905 0.00026152016131834871 0.00049094709981382142 0.0002454663929350846 0.00042460322570171119 0.00014317020222572499 0.00040680842683536424 0.00036356813040248209 0.00010881748993472452 0.00012179414616148993 0.00013518057794176402 0.00023283219695567883 0.00046936523515448444 0.00038136850839727695 0.00044346746712157337 9.1806002892553813e-05 0.00016174984257949198 -7.8315283752278698e-05 9.2301429560928436e-05 0.00036516366661458775
leaf_weight=35 46 21 41 929 83 27 26 44 86 39 21 22 46 23 407 21 320 22 20 20 37 198 23 134 290 20 26 21 50 23
leaf_count=35 46 21 41 929 83 27 26 44 86 39 21 22 46 23 407 21 320 22 20 20 37 198 23 134 290 20 26 21 50 23
internal_value=0 0.000234525 0.000210932 0.000427312 0.000247837 0.000432806 0.000435913 0.000297985 0.000438052 0.000336248 0.00043459 0.00012523 0.000415227 0.000348934 0.00044701 0.000233736 0.00042085 0.000286647 0.000211398 0.000218831 0.000209954 0.000222645 0.00040302 0.000416516 0.000424236 0.000106253 6.56268e-05 4.67071e-06 0.000136164 0.000439
internal_weight=0 667 598 2454 418 2354 2305 100 2279 122 2193 180 857 67 1336 65 790 49 296 276 255 218 44 744 610 158 67 41 91 69
internal_count=3121 667 598 2454 418 2354 2305 100 2279 122 2193 180 857 67 1336 65 790 49 296 276 255 218 44 744 610 158 67 41 91 69
is_linear=0
shrinkage=0.00196078


Tree=8677
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 14 43 1 2 49 4 1 1 2 52 16 150 14 1 52 1 13 4 1 43 15 42 1420
split_gain=5.93523 0.931479 0.509192 0.438663 0.365141 0.353654 0.252149 0.19083 0.188174 0.176176 0.147857 0.145915 0.117396 0.106359 0.0962476 0.0951568 0.0854427 0.0769901 0.0584785 0.0595823 0.0686622 0.056793 0.0564254 0.0533021 0.0886996 0.123144 0.0690864 0.0558665 0.0530861 0.0507825
threshold=0.10538500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.062655000000000016 -0.025214999999999998 0.09253500000000002 0.091265000000000013 -0.054984999999999992 -0.029144999999999997 0.086920000000000011 0.11751000000000002 0.10584500000000001 0.048770000000000008 -0.008904999999999998 0.082565000000000013 -0.41076499999999994 0.12165500000000001 -0.16675999999999999 0.111945 -0.07743499999999999 -0.013125 0.086920000000000011 0.05259500000000001 -0.12255999999999999 0.11159000000000001 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 8 6 7 10 14 -4 13 -2 -10 29 22 -14 -6 -17 19 -5 -21 -9 -3 -12 26 27 -25 -26 -16 -1
right_child=1 4 9 18 16 -7 -8 21 12 -11 23 -13 15 -15 28 17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00058717376419476104 0.00029628077222436085 0.00021798909822032681 0.00045119341518708438 0.00030961825567133285 5.5909940302064418e-05 0.00031379139624548207 0.00029183469735911933 0.00048581469548391356 0.00039733755464119522 0.00027700282481595944 0.00048587465309330433 0.00046094662385073561 0.00035789484767626749 0.00046765632234017896 0.00018267603602628932 0.00026862410973156289 0.00018010693430393554 0.00015174117408011084 0.0003478682304129881 0.00026071116480969698 0.00010396324569423771 0.0006053001613413767 0.00034274043515324592 0.00048725313646560904 0.00052183749278386432 0.00028059173324734718 0.00041752661051353641 0.00042281709116196147 7.4865126487618037e-05 0.00050250868650626777
leaf_weight=28 25 46 34 22 57 48 26 20 31 65 220 120 32 416 87 78 34 30 20 22 21 65 20 237 25 22 71 177 22 1000
leaf_count=28 25 46 34 22 57 48 26 20 31 65 220 120 32 416 87 78 34 30 20 22 21 65 20 237 25 22 71 177 22 1000
internal_value=0 0.000265991 0.000474582 0.000366993 0.000212832 0.000480373 0.000483839 0.000486028 0.000241899 0.000336826 0.000482499 0.000432556 0.000288158 0.00049411 0.000196698 0.000263983 0.000102313 0.000236157 0.000255151 0.000226623 0.00018416 0.000577186 0.000255793 0.000460204 0.000449588 0.0004199 0.00047118 0.000435072 0.000160916 0.000504815
internal_weight=0 667 2454 230 437 2355 2307 2281 346 99 2196 145 171 1444 175 140 91 108 85 65 43 85 66 752 532 224 308 202 109 1028
internal_count=3121 667 2454 230 437 2355 2307 2281 346 99 2196 145 171 1444 175 140 91 108 85 65 43 85 66 752 532 224 308 202 109 1028
is_linear=0
shrinkage=0.00196078


Tree=8678
num_leaves=31
num_cat=0
split_feature=1 12 1456 132 1375 50 47 149 1 4 156 0 0 52 1 1 403 157 157 15 12 1 151 9 15 4 12 480 0 13
split_gain=0.0993886 0.0296213 0.0281605 0.0185876 0.0202178 0.0177215 0.0159812 0.0183991 0.0176018 0.0194401 0.0162182 0.0335346 0.0182908 0.0197442 0.028449 0.025004 0.0155087 0.0161607 0.0185449 0.0151961 0.0158831 0.0152727 0.0151427 0.015142 0.0164166 0.0164072 0.0133233 0.0131561 0.0133309 0.0162777
threshold=0.12000500000000001 0.051320000000000005 -0.077604999999999993 0.092395000000000019 -0.27302499999999996 0.099210000000000007 0.085505000000000012 0.081720000000000015 0.14627000000000004 0.022185000000000003 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.056145000000000007 0.14554000000000003 0.13756000000000004 0.085340000000000013 -0.082819999999999991 -0.078969999999999985 -0.070929999999999979 -0.085119999999999987 0.084785000000000013 0.015440000000000001 0.081890000000000004 0.15110000000000004 0.40124500000000002 0.10645 -0.095389999999999989 -0.14226499999999997 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 16 7 10 9 -8 11 12 -2 14 15 26 17 -6 -19 22 -21 -22 -20 24 25 27 -14 -3 29 -29
right_child=6 23 3 -5 5 -7 8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0052390826028591445 -0.0013542757316359452 0.00071236552585932349 -0.00063055901504729115 -0.00052277221344411374 0.0050380554902155631 -0.00019330816842557397 0.0050944032250509527 0.0035702537413453681 -0.00046627073286799716 0.0017560084539307457 0.0029717030077749357 -0.0029665605025365953 -0.00059332387127142283 0.0035725551208348146 0.0032729486169825704 -0.0034884586255066099 0.0048213498525521052 -0.00063885106827088055 0.0021701610145135018 0.00064089400766533802 0.0054524721141206104 0.0029753054172553159 -0.00043137640506029132 0.0053418040229007606 0.00067399137395633647 0.00086365684874181172 0.0026968438387848441 0.0056235817071555701 0.0031213260820532637 0.0026421015647550426
leaf_weight=31 35 22 23 25 22 25 26 20 20 53 22 30 32 28 28 20 28 21 213 22 32 112 25 30 28 32 20 47 2019 30
leaf_count=31 35 22 23 25 22 25 26 20 20 53 22 30 32 28 28 20 28 21 213 22 32 112 25 30 28 32 20 47 2019 30
internal_value=0 0.00294355 0.00230691 0.00214103 0.00226837 0.00240172 0.00111808 0.000669113 0.00218381 0.00285472 0.000399239 0.000106005 0.000671508 0.00122543 0.000568239 -0.000483592 0.0025383 0.00239529 0.00225849 0.00240909 0.00314345 0.00352579 0.00189689 0.00311049 0.00307976 0.00311109 0.000672125 0.00314504 0.00317058 0.00446197
internal_weight=0 2787 579 548 523 500 334 235 99 79 215 193 163 128 100 72 475 447 425 404 166 144 238 2208 2178 2150 52 2118 2096 77
internal_count=3121 2787 579 548 523 500 334 235 99 79 215 193 163 128 100 72 475 447 425 404 166 144 238 2208 2178 2150 52 2118 2096 77
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=31
num_cat=0
split_feature=4 2 3 2 121 12 3 40 96 48 16 14 15 1 150 11 43 156 16 4 15 50 42 3 4 43 47 1186 4 48
split_gain=0.0815508 0.0290787 0.0207968 0.0197268 0.0158952 0.0206511 0.0166436 0.022715 0.015711 0.0152214 0.0160241 0.0208598 0.0181101 0.0151275 0.0215979 0.0138656 0.0208395 0.0169889 0.0151826 0.0247987 0.0315476 0.0338113 0.0308581 0.0223585 0.0244432 0.0413764 0.0166289 0.0165545 0.0289022 0.0150995
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0037349999999999996 -1.0000000180025095e-35 0.086715000000000014 0.12118000000000002 -0.4714549999999999 -0.47013499999999991 -0.44764999999999994 0.11230000000000001 0.090480000000000019 1.0000000180025095e-35 -0.20207499999999998 0.32232500000000003 0.0047850000000000011 -0.49013999999999996 -0.010414999999999999 1.0000000180025095e-35 0.096035000000000023 -0.10831999999999999 -0.081114999999999979 -0.067899999999999974 0.11170500000000001 0.083980000000000013 -0.076779999999999987 0.11077000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 6 7 -6 9 10 13 -12 -13 14 -2 18 -17 -18 26 -20 21 -21 23 -22 -25 -26 27 29 -29 -7
right_child=3 -3 -4 -5 5 15 -8 -9 -10 -11 11 12 -14 -15 -16 16 17 -19 19 20 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0055465543828904637 0.0051701321641707586 -0.00029123311255578745 0.00091382743496524208 -0.0017023636673305495 0.0018496728607957872 0.0029418259717116525 0.0035141861387011082 -0.001253040197687889 -0.0011494464324787259 -0.00086320975365547037 0.0033462803875064029 -0.0010958222744520754 0.0013959995508360278 0.0013534470598268161 0.0017296860825169733 0.0011353004130277052 0.0045112079716658681 0.0013852172810584309 0.0039687980062638722 0.0021968527498854081 -0.0029849707172252236 0.0052223451143173982 0.0030219876845367253 0.0027677402443562946 0.0011793797496584772 -0.0042688359972089529 0.00062500917319994196 0.0034055197696337327 -0.0016743962963422139 0.0054690624742458269
leaf_weight=20 36 33 64 24 150 1582 45 28 25 26 29 50 70 68 37 28 133 20 75 262 20 43 50 36 46 20 32 24 21 24
leaf_count=20 36 33 64 24 150 1582 45 28 25 26 29 50 70 68 37 28 133 20 75 262 20 43 50 36 46 20 32 24 21 24
internal_value=0 0.0026594 0.00269516 0.00106875 0.00273803 0.00271675 0.00179598 0.00136161 0.00126378 0.0014547 0.00166251 0.000939403 0.00035774 0.00242665 0.00342634 0.00280173 0.00364355 0.00410258 0.00273356 0.00227846 0.00201268 0.0026234 0.000929729 7.22458e-05 0.0006717 -0.000471595 0.00288283 0.00292659 0.00103489 0.00297959
internal_weight=0 2756 2723 365 2659 2639 223 178 341 316 290 149 120 141 73 2416 181 153 2235 552 477 305 172 122 102 66 1683 1651 45 1606
internal_count=3121 2756 2723 365 2659 2639 223 178 341 316 290 149 120 141 73 2416 181 153 2235 552 477 305 172 122 102 66 1683 1651 45 1606
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=31
num_cat=0
split_feature=1 3 2 4 1 2 2 123 11 13 47 160 1 0 14 49 0 52 47 2 10 16 0 15 4 52 484 15 11 16
split_gain=5.34676 1.0296 0.439178 0.401621 0.33801 0.225162 0.197937 0.170927 0.160871 0.130065 0.11794 0.100322 0.0979669 0.184042 0.09502 0.0944564 0.0854671 0.0682403 0.0633583 0.0617045 0.0612223 0.0604362 0.0595322 0.0555775 0.0575163 0.0544785 0.0762644 0.0535641 0.0533062 0.0519603
threshold=0.10337500000000001 -0.059315 0.092235000000000025 0.27834500000000006 0.13604000000000002 -0.13033999999999998 0.13404500000000005 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.13082500000000002 -1.0000000180025095e-35 0.086920000000000011 -0.097024999999999986 0.062655000000000016 -0.054984999999999992 -0.23051499999999997 -0.077024999999999996 0.091680000000000011 0.11411 -0.062879999999999978 0.11346000000000002 -0.23194499999999998 -0.040804999999999994 -0.013125 0.0031350000000000002 -1.0000000180025095e-35 -0.41942499999999994 0.078340000000000007 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 9 -1 7 14 12 -3 20 -11 22 -14 16 -2 -4 -13 -17 -5 -6 -8 -7 24 -18 26 -26 -21 -10 -9
right_child=1 4 6 19 10 8 21 29 28 11 -12 17 13 -15 -16 18 23 -19 -20 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00027998180404074149 0.00030029012128353892 0.00020818239703751176 0.00029761415549015225 0.00031639026860865322 3.5410206223621501e-05 0.00058305359792475608 0.00022675998938771394 0.00038676308796686289 0.00064860715084717052 0.00039105536246154663 0.00026393714208715877 0.00034986842488782689 0.00033608186438865631 0.00045775228223267849 0.00055482303175856081 0.00046923218267473578 0.00046119214295441927 0.00022559707291806356 0.00038556243131031222 0.00026610775210310914 0.00013081834824319732 0.00036474308832679564 0.0004750822760235225 0.00044505141081529846 0.00045998555339212915 0.00042798047981937787 0.00034726665113021072 0.00014225817374958127 0.00052808555046065023 0.00025773769474338762
leaf_weight=24 24 193 20 33 35 20 26 20 21 29 21 23 55 365 22 81 65 65 61 29 99 23 1071 343 29 113 113 25 43 30
leaf_count=24 24 193 20 33 35 20 26 20 21 29 21 23 55 365 22 81 65 65 61 29 99 23 1071 343 29 113 113 25 43 30
internal_value=0 0.000256841 0.000449675 0.000357504 0.000202072 0.000468472 0.000412293 0.00042013 0.000471344 0.000239454 0.00012731 0.000291038 0.000467266 0.000441819 0.000427987 0.000414061 0.000423902 0.000258077 0.00043329 0.000249591 0.000105898 0.000291528 0.000477062 0.000427711 0.000409125 0.000395853 0.000370287 0.00020877 0.000567632 0.000309348
internal_weight=0 718 2403 253 465 1599 804 755 1575 310 155 117 1511 420 705 166 683 88 142 87 134 49 1091 663 320 255 142 54 64 50
internal_count=3121 718 2403 253 465 1599 804 755 1575 310 155 117 1511 420 705 166 683 88 142 87 134 49 1091 663 320 255 142 54 64 50
is_linear=0
shrinkage=0.00196078


Tree=8681
num_leaves=31
num_cat=0
split_feature=4 2 1 151 49 3 148 1456 2 159 160 13 3 3 13 4 9 4 403 0 1 2 1429 50 403 12 12 0 2 3
split_gain=0.0839031 0.0280818 0.0222642 0.0252105 0.0249858 0.0204889 0.0199823 0.0179289 0.0177998 0.0170606 0.02257 0.0215764 0.0159569 0.0185901 0.0173502 0.0317392 0.0196667 0.0226285 0.03067 0.0230154 0.0217816 0.0150153 0.0445734 0.0314164 0.0276097 0.0431902 0.0577512 0.0249638 0.0295756 0.0272247
threshold=0.27044500000000005 0.17025000000000004 0.090405000000000013 -0.083919999999999981 -0.014169999999999999 -0.017889999999999996 -0.065034999999999996 -0.083354999999999999 0.25063000000000007 0.089270000000000016 -0.52336499999999997 -0.06977499999999999 -0.11171999999999999 -0.087909999999999988 -0.083364999999999981 -0.073104999999999989 -1.0000000180025095e-35 -0.080364999999999978 -0.41825499999999993 -0.069954999999999976 0.092390000000000014 0.08647500000000001 0.084770000000000012 0.10803500000000001 -0.015394999999999997 0.083785000000000012 0.084100000000000022 -0.087084999999999982 0.085955000000000018 -0.095524999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 5 -4 -5 -8 -2 10 -9 -11 -12 -14 15 -15 -16 19 -19 -18 -20 22 23 24 25 -1 -27 -26 29 -29
right_child=8 -3 3 6 -6 -7 7 9 -10 11 12 -13 13 14 16 -17 17 18 20 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.0063586722368434564 0.0013076929275415527 -0.00016375153226721469 -0.0026844414465206985 1.8247390786806743e-05 0.0028101290887570943 0.0010291310368652025 0.0052310958103939462 0.0053909534052945674 -0.0015098569810409876 -0.00043510754588239187 0.0038181215228841586 0.0036047702078940351 -0.00058400734172513083 -0.0017259605034129122 -0.00025150578032480554 0.0025816150112077593 0.0075583512475714092 -0.0011552025866694749 0.005348869368754095 0.0031789152968364461 0.0025417813492410279 0.0027392214781010614 -0.0010175932887131753 0.00039699247408861996 0.004887540650254648 -0.0023729515760509377 0.0028911367699742895 0.0062318861857056616 0.0067908153486704193 0.0022766344802655669
leaf_weight=31 341 33 24 30 40 39 26 30 24 39 85 20 21 26 20 50 20 20 32 30 203 1252 23 32 210 23 222 20 21 134
leaf_count=31 341 33 24 30 40 39 26 30 24 39 85 20 21 26 20 50 20 20 32 30 203 1252 23 32 210 23 222 20 21 134
internal_value=0 0.00273586 0.002771 0.00230934 0.000855482 -0.000385563 0.00253902 0.0026606 0.00112243 0.00254846 0.0027258 0.000934343 0.0025681 0.00231632 0.00246821 0.00110797 0.00278629 0.00298549 0.00260408 0.00493069 0.00292402 0.00294811 0.00331337 0.00345711 0.00360525 0.00284193 0.00239696 0.00415246 0.00327036 0.0027903
internal_weight=0 2756 2723 755 103 63 652 622 365 596 537 59 507 422 401 76 325 305 255 50 235 1968 716 693 661 276 245 385 175 154
internal_count=3121 2756 2723 755 103 63 652 622 365 596 537 59 507 422 401 76 325 305 255 50 235 1968 716 693 661 276 245 385 175 154
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=31
num_cat=0
split_feature=2 3 30 121 12 2 15 49 482 50 51 52 50 15 4 160 3 148 2 0 52 3 43 159 52 403 42 475 42 52
split_gain=0.0694612 0.0343067 0.0317587 0.0239557 0.0223049 0.0393316 0.0209129 0.0240915 0.0190979 0.0213834 0.0358514 0.0394662 0.028216 0.0271977 0.048962 0.0187965 0.0187691 0.01839 0.0184935 0.0224051 0.0201593 0.0323669 0.022817 0.0206508 0.0197241 0.019724 0.033115 0.0264205 0.0259432 0.0229057
threshold=0.13404500000000005 0.31299000000000005 0.086065000000000016 -0.080284999999999981 -0.42850999999999995 0.31358000000000003 0.083195000000000005 -0.15302999999999997 0.11816500000000001 0.082190000000000013 0.078435000000000019 -1.0000000180025095e-35 0.10672000000000002 -0.011859999999999997 -0.021294999999999998 0.0065900000000000012 -0.15447499999999995 -0.10665499999999999 0.092235000000000025 -0.15599999999999997 0.024145000000000003 -0.24190499999999995 -0.14792499999999997 -0.069389999999999993 0.10024500000000001 -0.088584999999999983 -0.021469999999999996 -0.085734999999999992 0.083995000000000014 0.081010000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 7 -5 9 10 17 -12 -11 15 -15 -14 -8 -9 19 -19 21 -20 -23 -22 -25 26 -21 28 -27 -29
right_child=4 -3 -4 6 5 -7 16 8 -10 12 11 -13 13 14 -16 -17 -18 18 20 25 23 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.0058952004149822254 0.0038638205546885729 3.276061952898377e-07 0.0003271114214066305 0.0050027123230393048 0.00088278217241618087 -0.0031265083105868792 0.0053620192640790208 0.0050333692215975721 0.0052286797535738777 0.0043394360536088547 0.0011993104564751705 -0.0037865259824320673 0.0023113350394490776 0.0035124207342353965 -0.0027511521009728314 0.0049409039320178439 0.0027823501947308268 0.0050627911288756884 0.0039963163457633483 0.0033041245854375043 0.00020506154799547336 -0.0021321843555640609 0.0012575605050708513 0.0047364981457336261 0.0020890689571145533 0.0064364737663709093 -0.0019224472783712879 0.002018853591340805 0.0019755738353441385 0.0039444502485114045
leaf_weight=21 20 57 67 32 194 28 29 22 21 99 77 20 111 24 26 36 1028 32 42 22 26 21 365 53 60 32 27 435 22 72
leaf_count=21 20 57 67 32 194 28 29 22 21 99 77 20 111 24 26 36 1028 32 42 22 26 21 365 53 60 32 27 435 22 72
internal_value=0 0.00242923 0.00247829 0.0025306 0.000665264 0.000377106 0.00250476 0.00228519 0.00223232 0.00219358 0.00202226 0.000171303 0.00296217 0.00227005 0.000255363 0.00295531 0.00285313 0.00216811 0.00211598 0.00248353 0.0016998 0.00136 0.00107314 0.00274612 0.00333078 0.00234822 0.000424177 0.00251628 0.00461907 0.00229231
internal_weight=0 2879 2822 2755 242 222 2734 1677 1645 1624 1328 97 296 197 50 147 1057 1231 1209 642 567 428 386 139 113 610 49 561 54 507
internal_count=3121 2879 2822 2755 242 222 2734 1677 1645 1624 1328 97 296 197 50 147 1057 1231 1209 642 567 428 386 139 113 610 49 561 54 507
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 14 47 1 49 2 2 2 2 4 1 1 4 1 0 1 12 2 40 2 52 52 4 0
split_gain=8.2736 1.41427 0.716672 0.654044 0.467213 0.427964 0.286702 0.221086 0.217585 0.210069 0.135129 0.127718 0.162901 0.309105 0.124239 0.122147 0.205272 0.116387 0.100822 0.0955432 0.09162 0.077988 0.0693418 0.0681767 0.0681471 0.0657567 0.0651154 0.059857 0.0648581 0.0899383
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13559000000000002 0.092235000000000025 0.14122000000000004 0.062655000000000016 0.13082500000000002 0.09253500000000002 -0.054984999999999992 0.14122000000000004 -1.0000000180025095e-35 0.10497000000000002 -0.090999999999999984 -0.013125 0.093100000000000002 0.16175000000000003 -0.033174999999999989 0.075045000000000014 -0.046359999999999991 0.086920000000000011 0.090285000000000018 0.087675000000000017 -1.0000000180025095e-35 0.11411 0.048770000000000008 0.26521500000000003 -0.49013999999999996 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 11 7 15 14 17 -4 -2 12 -3 -14 -1 19 22 26 -15 20 -7 27 24 -23 -17 -5 -6 28 -16 -30
right_child=1 4 9 25 8 6 -8 -9 -10 -11 -12 -13 13 18 21 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00044949227618634594 0.00039759107225456256 0.00023471212138219679 0.0005340959149549233 0.00039125261341337286 0.00015198263393632636 0.00057516028323073142 0.00038466456055370377 0.00071523130001296432 0.0003615401718440115 0.00034285217185597199 0.00056154767114423385 0.00019182578714570529 0.00054863881679575088 0.00045013133685141942 0.00069816915541039018 0.00050072894457468234 0.00038594849233176715 3.0509011418211695e-05 0.00030507028861324382 0.00062632975733271522 0.00048675748574383116 0.00058141794530875638 0.00052052222478163703 0.00047764220621948151 0.00061167776246792542 0.0002767588115400738 0.00026235991389576558 0.00054037257386188879 0.00060975746384571785 0.00047693557964236129
leaf_weight=22 23 57 34 30 86 231 41 62 22 63 121 30 27 21 31 29 36 25 150 108 56 381 197 26 80 54 27 50 981 20
leaf_count=22 23 57 34 30 86 231 41 62 22 63 121 30 27 21 31 29 36 25 150 108 56 381 197 26 80 54 27 50 981 20
internal_value=0 0.000329577 0.000575054 0.000455151 0.000265238 0.000581868 0.000544252 0.000600473 0.000180443 0.000409886 0.00053536 0.000312842 0.000327079 0.000353669 0.000595765 0.00055313 0.000526001 0.000151572 0.000322885 0.000576618 0.000557911 0.000597926 0.000542478 0.000574789 0.000582159 0.000317649 0.000178356 0.000606629 0.000609839 0.000607104
internal_weight=0 673 2448 228 445 2351 778 1573 160 97 144 285 255 198 1511 737 342 138 171 395 287 1489 306 407 109 84 113 1082 1032 1001
internal_count=3121 673 2448 228 445 2351 778 1573 160 97 144 285 255 198 1511 737 342 138 171 395 287 1489 306 407 109 84 113 1082 1032 1001
is_linear=0
shrinkage=0.00196078


Tree=8684
num_leaves=31
num_cat=0
split_feature=4 2 49 3 48 0 4 1446 150 2 2 106 52 4 1 3 0 4 12 13 1446 1420 0 3 2 13 0 1429 50 11
split_gain=0.0811106 0.0242353 0.0252173 0.0185735 0.0184556 0.0222711 0.0232871 0.019213 0.0181914 0.0202928 0.0180572 0.0164311 0.0143803 0.0223471 0.0222188 0.0242177 0.0188154 0.0172288 0.016719 0.0146171 0.0140657 0.0168526 0.0235416 0.0236974 0.026627 0.0209622 0.0203302 0.0187705 0.017139 0.0178795
threshold=0.27044500000000005 0.10188000000000001 0.15665000000000004 0.63141500000000017 -0.065224999999999991 -0.094654999999999975 -0.012889999999999999 0.10734500000000001 0.094605000000000009 0.11474000000000002 0.31098000000000003 0.085655000000000009 0.039215000000000007 0.51608000000000009 0.10374500000000002 -0.13309499999999996 -0.14649999999999996 0.50500500000000004 -1.0000000180025095e-35 -0.061684999999999997 0.11581000000000001 -0.023194999999999997 -0.066689999999999985 -0.12711499999999995 -0.0091949999999999983 -0.06977499999999999 -0.07384499999999998 0.087700000000000014 -0.13200999999999999 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 12 -3 6 -6 10 9 -8 -7 20 13 14 -2 -16 -17 -14 19 -18 21 26 27 -24 -25 -26 -1 28 -23 -30
right_child=3 2 -4 -5 5 7 8 -9 -10 -11 -12 -13 17 -15 15 16 18 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0032101844131830152 -0.0022256417808910974 0.0051517486687988005 -0.001207897880918939 -0.0018709201551973819 -0.001423018533193196 0.0028267908497120421 0.0015473131971816658 -0.00037230873607437725 -0.00054716033498860065 0.0051297719171825087 -0.00018762037202361086 0.00058515684595477073 0.004136398303158143 0.0032070166543336307 0.0027129580752203626 0.0016511091280595532 0.0014096583257644224 0.0012302898066848811 -0.0026600047255262074 -0.0018627278351535399 0.0050946379013891733 0.0055955188183967643 -0.00059822295310108789 -0.00098973521327769222 0.00015739693145196026 0.0032825562591868931 0.0068812134972011498 0.00037653314688339317 0.0028401292206474151 0.0044598622928032471
leaf_weight=48 26 21 22 20 30 370 64 22 27 21 21 32 34 36 53 56 39 51 29 21 28 24 35 22 26 123 22 29 1698 71
leaf_count=48 26 21 22 20 30 370 64 22 27 21 21 32 34 36 53 56 39 51 29 21 28 24 35 22 26 123 22 29 1698 71
internal_value=0 0.00267818 0.00211486 0.00109183 0.00224177 0.00213166 0.00105133 0.0025031 0.00171411 0.00243239 0.00266489 0.00283428 0.00126358 0.000894439 0.000522774 0.000883677 0.000215044 0.00239273 -0.000688548 0.000264323 0.00286814 0.00283842 0.00278577 0.0017725 0.00225773 0.00273723 0.00436394 0.00290033 0.00294115 0.00290514
internal_weight=0 2756 598 365 576 555 142 413 112 85 391 2158 345 260 224 198 145 85 89 60 2126 2098 2028 206 171 149 70 1822 1793 1769
internal_count=3121 2756 598 365 576 555 142 413 112 85 391 2158 345 260 224 198 145 85 89 60 2126 2098 2028 206 171 149 70 1822 1793 1769
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 4 0 150 0 16 12 4 131 1 475 52 0 47 16 3 3 10 0 1
split_gain=7.91879 1.22246 0.860414 0.596908 0.52504 0.379812 0.254676 0.211945 0.180234 0.177913 0.149729 0.145191 0.223674 0.119728 0.152612 0.124927 0.1111 0.113775 0.100908 0.0994592 0.0908556 0.10223 0.109608 0.0861484 0.156195 0.0850267 0.103368 0.0792142 0.075163 0.0738738
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14122000000000004 0.17025000000000004 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.052894999999999991 0.087695000000000009 -0.52556499999999995 0.094655000000000017 0.089770000000000016 -0.079029999999999975 0.039215000000000007 -0.14454499999999995 0.094160000000000008 -0.105305 0.30112000000000005 0.076840000000000006 -0.38124499999999995 1.0000000180025095e-35 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 -6 11 -5 20 18 12 -1 14 -13 -16 17 -14 25 -19 -7 22 -22 29 -25 26 28 -12 -4 -3
right_child=1 2 10 8 6 9 -8 -9 -10 -11 27 13 16 -15 15 -17 -18 19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00043575982070144487 0.00053082447988635087 0.00027900018312716106 0.00011231208707742484 0.00051516483874381087 0.00047974457135371845 0.00058105732588207019 0.00028800808474826057 0.00065082280914402978 0.00032864272468475906 0.00036444372766072643 0.00012041486988941043 0.00067212487441373691 0.00071747650146261762 0.00036759923084401619 0.00052362115103968179 0.00039085137618689978 0.000542170271625491 0.00057552532182544576 6.9051923841458967e-05 0.00045199788363052036 0.00032551335544785419 0.00052666969503341126 0.00047547654014211741 0.00025743944817075548 0.0004702241522591321 0.00013306436134131851 0.00035847456925703432 -3.9989246082875654e-05 0.00028026945998563485 0.00020980513717364584
leaf_weight=60 74 148 21 28 84 47 39 79 69 41 29 21 21 24 123 35 830 693 24 26 21 156 174 36 21 35 23 20 20 99
leaf_count=60 74 148 21 28 84 47 39 79 69 41 29 21 21 24 123 35 830 693 24 26 21 156 174 36 21 35 23 20 20 99
internal_value=0 0.000293065 0.000263692 0.000533221 0.000310857 0.00053944 0.00041895 0.000551382 0.000382484 0.000487428 0.000146602 0.000547096 0.000553255 0.000497646 0.000515083 0.00049421 0.000557745 0.000575214 0.000183117 0.000571058 0.000500098 0.000489257 0.000459327 0.000267123 0.000335834 0.000210769 0.000253263 5.49438e-05 0.000194243 0.000251266
internal_weight=0 673 599 2448 427 2351 123 1912 97 439 172 1833 1630 203 179 158 1570 740 123 719 398 351 195 304 57 99 64 49 41 247
internal_count=3121 673 599 2448 427 2351 123 1912 97 439 172 1833 1630 203 179 158 1570 740 123 719 398 351 195 304 57 99 64 49 41 247
is_linear=0
shrinkage=0.00196078


Tree=8686
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 4 2 49 14 4 2 1 47 47 0 4 16 3 47 50 0 4 3 43 15 1 49
split_gain=14.8595 1.94782 1.58035 0.890467 0.811481 0.735992 0.541085 0.536557 0.383888 0.332407 0.292396 0.276916 0.262306 0.24386 0.211254 0.205949 0.189413 0.164387 0.161143 0.152081 0.137097 0.134152 0.13201 0.122369 0.114899 0.194665 0.110217 0.107262 0.0992147 0.115402
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 0.091475000000000015 -0.16363499999999997 0.27287000000000006 0.13501500000000002 -0.017229999999999999 0.076175000000000007 0.033845000000000007 0.11389000000000002 0.12000500000000001 0.10019500000000002 0.077555000000000013 -0.11173999999999999 0.061775000000000004 -0.43320999999999993 -0.13309499999999996 0.080455000000000013 0.041865000000000006 -0.066089999999999996 -0.059649999999999988 0.090900000000000009 -0.027014999999999997 0.013270000000000002 0.10089500000000001 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 13 8 11 -6 15 12 -2 17 20 16 -10 27 24 19 -17 -4 -8 28 -7 -22 26 -26 -1 -3 29 -9
right_child=1 5 6 -5 7 22 9 21 14 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00053881649512286275 0.00035529429454749482 0.0002442299024281919 0.00065562796192008904 0.00028985240113209277 0.00066842721429978037 3.9338802304070465e-05 0.00072549662035043493 0.00050079763130424855 0.00029862099304320472 0.00043749523781288683 0.00061120656899824998 0.0008352243064411257 0.00055177119612924116 0.00040919336053723746 0.00013845156503902346 0.00057704609179613634 0.00076257933464633938 0.00068525666483082762 0.00034293963729795823 0.00044456224085938752 0.00065055140023285323 0.00049724821698538121 0.00019944952900955514 0.0005822584593403792 0.00060632107103938276 0.00040895299211728803 0.00071056120753609092 0.00037952538234399178 0.0003078611144999496 0.00031838010086562314
leaf_weight=20 21 71 35 75 31 83 74 30 48 36 94 46 137 22 93 20 33 1156 26 21 476 33 26 128 83 25 51 33 70 24
leaf_count=20 21 71 35 75 31 83 74 30 48 36 94 46 137 22 93 20 33 1156 26 21 476 33 26 128 83 25 51 33 70 24
internal_value=0 0.000292604 0.00063815 0.000456071 0.000528617 0.000214957 0.000660067 0.00043269 0.000266432 0.000621881 0.000564475 0.000685898 0.000630026 0.000605687 0.000192977 0.00033548 0.000626078 0.000680231 0.000444725 0.000576478 0.000645838 0.000386143 7.75304e-05 0.000636079 0.000600913 0.000560634 0.000662182 0.00028716 0.000356575 0.000419723
internal_weight=0 590 2531 190 422 400 2109 188 291 851 115 1258 815 234 141 150 212 1212 46 56 678 157 109 604 179 108 71 104 124 54
internal_count=3121 590 2531 190 422 400 2109 188 291 851 115 1258 815 234 141 150 212 1212 46 56 678 157 109 604 179 108 71 104 124 54
is_linear=0
shrinkage=0.00196078


Tree=8687
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 2 2 1 2 4 150 47 12 4 2 15 10 13 399 1 4 15 0 4 16
split_gain=7.57723 1.30102 0.848591 0.674391 0.453181 0.366851 0.23906 0.20413 0.202743 0.182533 0.181297 0.165897 0.13752 0.187415 0.128908 0.101851 0.0904019 0.0843595 0.141282 0.0779777 0.074694 0.0824858 0.0633569 0.0600092 0.0583071 0.0539754 0.0527293 0.117765 0.06849 0.0478049
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.11474000000000002 0.14753000000000002 0.089770000000000016 0.090425000000000019 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 0.09141500000000001 -0.51843499999999987 -0.0091949999999999983 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35 0.09141500000000001 0.076935000000000017 -0.0070899999999999991 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 9 11 15 -5 12 25 14 17 19 -4 24 -3 18 -1 -14 -13 -22 -16 29 -7 -6 -20 28 -28 -19
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 20 13 -15 22 -17 -18 23 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00068730732528658029 0.00050756854153715498 0.00023364021982978433 0.00026434574673390564 0.00045901159073775065 0.00053982192756526386 0.0004631366523498451 0.0003054876555943799 0.00032299654344511002 0.00027113249481948708 0.00061030108894925979 0.00026567711650785813 0.00013676858943654225 0.00037882071173410837 0.00030452586688221975 0.00010880807769683142 0.00035746127698765281 0.00034629337782925905 0.00049384433410915669 0.0006047557749603459 0.0004977887061353417 0.00010080546444035409 -5.1694660853850203e-05 0.00021768472845258276 0.00059634591726695789 0.00051926660517394177 0.00042325658097612756 0.00039334358849675392 0.0005280258222424433 0.00051785284720053939 0.00041376992343358841
leaf_weight=21 74 190 40 34 21 314 34 41 63 76 26 32 23 23 86 30 32 275 31 268 25 30 27 20 92 56 41 1035 29 32
leaf_count=21 74 190 40 34 21 314 34 41 63 76 26 32 23 23 86 30 32 275 31 268 25 30 27 20 92 56 41 1035 29 32
internal_value=0 0.000262289 0.000231988 0.000497208 0.000299752 0.000503819 0.000151611 0.000455271 0.000336987 0.000516176 0.000407245 0.000129811 0.000512198 0.000474918 0.000168685 0.000467709 0.000249879 0.000520086 0.000527945 0.000488386 6.1447e-05 1.76236e-05 0.000134823 0.000492278 0.000475856 0.000455047 0.000524999 0.000522762 0.000444926 0.000485498
internal_weight=0 673 599 2448 325 2351 274 477 97 1874 103 240 1798 314 153 436 222 1484 1157 291 87 55 113 327 406 77 1136 1105 70 307
internal_count=3121 673 599 2448 325 2351 274 477 97 1874 103 240 1798 314 153 436 222 1484 1157 291 87 55 113 327 406 77 1136 1105 70 307
is_linear=0
shrinkage=0.00196078


Tree=8688
num_leaves=31
num_cat=0
split_feature=1 3 52 12 148 48 0 124 43 51 47 47 16 159 48 50 1 16 4 2 1 3 16 16 158 2 133 159 156 473
split_gain=0.157634 0.0412811 0.0294331 0.0246182 0.0240972 0.0252094 0.0201368 0.0191103 0.0236721 0.0233984 0.0309864 0.0250034 0.0169844 0.0299949 0.0204036 0.0310519 0.0337636 0.0338383 0.0166717 0.0202384 0.0155627 0.0150901 0.0229681 0.0147274 0.0150576 0.022768 0.013899 0.0124762 0.0123558 0.0122935
threshold=0.10337500000000001 0.31370500000000007 -0.53964499999999982 -0.42850999999999995 -0.095079999999999984 -0.08595499999999999 0.22582000000000002 0.0049200000000000008 -0.24021999999999996 0.10876000000000001 0.11596500000000001 0.078345000000000012 -0.42170999999999997 0.10395500000000001 0.085700000000000012 0.082190000000000013 0.13288500000000003 0.061255000000000011 0.042705000000000007 0.12358500000000001 0.13332000000000002 0.10299500000000002 0.27776000000000006 -0.44310499999999992 0.086290000000000019 0.091545000000000015 0.087415000000000007 0.10461500000000003 -0.092099999999999987 0.047060000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -6 18 8 -7 11 -11 12 27 14 15 16 17 -14 19 21 -5 28 -23 24 25 -20 -27 -10 -1 -30
right_child=1 3 4 20 5 7 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 23 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0059317500823560885 0.0045327890005924546 0.0024397473387112508 -0.0011042330946241107 0.0011597361005842687 0.0057451214710627467 0.0054384486051276331 0.00074322692650769439 -1.149506020333825e-05 0.0030441463334013917 0.0061101669117003135 0.0015422078024130315 0.0033080163275610746 -0.0047677653732106969 0.0033815597637723658 0.0020547732736708388 0.0028577291586605663 0.0013984051131611241 0.00033771574852012451 0.00056653424922842538 0.0014645706098235678 -0.00197782892690495 0.00031824919084707897 0.0047277756301420081 0.0027243068866848914 0.0063551258037477971 0.0032105427295065084 0.0061620841665124453 0.00026183900190517305 0.0039823965273917033 0.0064151334753703507
leaf_weight=34 61 35 21 25 21 24 21 36 83 33 27 99 34 39 45 22 29 21 20 32 43 27 21 221 24 39 27 20 1916 21
leaf_count=34 61 35 21 25 21 24 21 36 83 33 27 99 34 39 45 22 29 21 20 32 43 27 21 221 24 39 27 20 1916 21
internal_value=0 0.00213765 0.00244796 0.000284834 0.0022184 0.00234931 0.00382627 0.00221003 0.00237805 0.00221555 0.00405459 0.00193406 0.00146982 0.00090925 0.000270706 -0.000486681 -0.0013626 -0.0028184 0.00385345 0.00395973 -0.000824312 0.00399928 0.00224742 0.0031949 0.00414037 0.0035223 0.00441799 0.00250389 0.00404194 0.00400877
internal_weight=0 718 615 103 554 533 2403 512 476 452 60 392 293 190 151 106 84 55 2382 2051 68 2019 48 331 110 86 66 103 1971 1937
internal_count=3121 718 615 103 554 533 2403 512 476 452 60 392 293 190 151 106 84 55 2382 2051 68 2019 48 331 110 86 66 103 1971 1937
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 1 1 3 457 1 52 47 3 43 132 14 133 157 3 4 159 131 43 133 1375 3
split_gain=3.92646 0.644351 0.392733 0.351497 0.296025 0.222896 0.152154 0.151378 0.10665 0.101815 0.0897186 0.100789 0.085354 0.100374 0.0751526 0.0588259 0.0568619 0.0484007 0.0481675 0.053489 0.0547179 0.0444957 0.043807 0.0483637 0.0571119 0.0429825 0.039647 0.0459507 0.0412037 0.0388052
threshold=0.10538500000000002 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.27834500000000006 0.14122000000000004 0.062655000000000016 0.077845000000000011 0.080270000000000022 -0.12018999999999998 0.083570000000000019 0.084525000000000003 0.31359500000000001 0.13011000000000003 -0.14186499999999996 -0.080324999999999994 0.091050000000000006 -0.46413499999999996 0.089200000000000015 -0.06457499999999998 -0.10831999999999999 0.018150000000000003 0.082585000000000006 0.091440000000000007 0.062770000000000006 -0.17773999999999998 -1.0000000180025095e-35 0.31299000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 18 8 -6 12 10 -5 14 -12 16 -14 -1 -4 -7 -11 19 -3 21 -21 -18 24 -24 -2 28 -28 -13 -23
right_child=1 2 15 9 6 7 -8 -9 -10 17 11 26 13 -15 -16 -17 22 -19 -20 20 -22 29 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00041274412694492868 0.00041743776435102718 0.00029246535266981739 0.00010115923707476844 0.00036786770166344004 0.00035465569538611008 0.00041791929248377764 0.00020806165866372062 0.00024520500885106227 0.00048086052591224924 0.00026142667146290046 0.00026702987011887279 0.00031243258605108539 0.00038638640653322089 0.00020796578114261525 0.00031454149565313675 0.00021407014281744612 0.00029023296857795338 0.00014925314499157456 9.7694858342555225e-05 0.0001129968897165621 0.00011867012984316171 0.00022288651371574816 0.00037443140981322333 0.00034519901371975778 0.00045413802943977655 0.00031047676635139127 0.00038630504043123836 0.00026454671789060303 0.00039434849769093234 0.00015175598871986501
leaf_weight=894 52 21 157 28 81 93 41 41 62 50 30 25 22 27 31 20 28 21 20 20 36 163 382 210 38 20 26 22 424 36
leaf_count=894 52 21 157 28 81 93 41 41 62 50 30 25 22 27 31 20 28 21 20 20 36 163 382 210 38 20 26 22 424 36
internal_value=0 0.000212532 0.000191332 0.000382191 0.000224113 0.000387002 0.00030539 0.000361408 0.00040122 0.000267737 0.000397819 0.000377399 0.000367363 0.000288073 0.000409453 0.000113918 0.000372536 0.000228249 0.000190613 0.000197346 0.000189513 0.000201158 0.000366122 0.000369495 0.000381643 0.000387726 0.000384061 0.000330499 0.000389787 0.000210019
internal_weight=0 667 595 2454 418 2355 122 841 1514 99 1452 527 800 49 925 177 751 71 296 276 255 219 658 630 420 72 497 48 449 199
internal_count=3121 667 595 2454 418 2355 122 841 1514 99 1452 527 800 49 925 177 751 71 296 276 255 219 658 630 420 72 497 48 449 199
is_linear=0
shrinkage=0.00196078


Tree=8690
num_leaves=31
num_cat=0
split_feature=4 3 52 1375 13 475 48 1 15 12 3 52 16 51 12 159 43 16 52 4 147 147 14 15 124 0 2 473 52 15
split_gain=0.149134 0.0432665 0.0356758 0.0360031 0.0352117 0.0337794 0.0288605 0.0230589 0.0242571 0.0197718 0.0192921 0.0204473 0.0267589 0.0193613 0.0183096 0.0178601 0.017038 0.0214499 0.0162257 0.0174173 0.0157824 0.0216629 0.014188 0.0191056 0.0321756 0.020346 0.0197438 0.0139259 0.0132187 0.0129019
threshold=0.27044500000000005 -0.065819999999999976 0.5140450000000002 -0.27302499999999996 -1.0000000180025095e-35 -0.0056899999999999997 0.091150000000000023 0.14699000000000004 -0.41396999999999995 -0.12529499999999996 -0.0043399999999999992 -1.0000000180025095e-35 -0.039889999999999988 0.10501000000000001 1.0000000180025095e-35 0.080005000000000007 0.057265000000000003 0.042200000000000008 0.039215000000000007 0.50500500000000004 0.096620000000000011 0.088610000000000008 -0.47013499999999991 -0.21699999999999997 -0.077084999999999987 -0.075684999999999988 0.11682500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 5 15 9 18 -9 -7 13 -12 -13 28 -1 -5 17 29 20 -20 21 22 -2 24 -24 -26 -25 -16 -6 -11
right_child=7 2 -4 4 10 6 -8 8 -10 16 11 12 -14 -15 27 -17 -18 -19 19 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0016792710464543258 0.0036555961780250072 -0.00075220327125862245 -0.00079733408708125358 0.002026645696023479 0.0053783351788297303 0.0062788719331602688 0.0013958399154865261 0.0012743861823608833 -0.0029061818819331089 0.0025402951892465352 0.0039312068952454459 0.0043791369676138411 0.0088224536212890056 0.00040012566993633913 0.0063134004382173654 -0.002102309480224821 0.0046402701511652324 0.00016760233998427105 0.0047291180228485781 0.0017578324913592178 0.0034914508306731784 -0.0015466501167143831 -0.003202832300615098 0.0046449010944925248 0.003419944768150648 -2.4541109265323651e-05 0.00058512975697142444 0.0038386727949063781 0.002598912790761626 0.0049161299306433653
leaf_weight=39 25 24 25 20 28 23 92 35 23 80 135 33 23 24 23 22 57 29 34 47 30 28 21 25 27 47 23 2003 44 32
leaf_count=39 25 24 25 20 28 23 92 35 23 80 135 33 23 24 23 22 57 29 34 47 30 28 21 25 27 47 23 2003 44 32
internal_value=0 0.00359625 0.00291131 0.00305052 0.00319268 0.00252679 0.00288411 0.00144521 -0.000383425 0.00350366 0.00401634 0.0045976 0.00620407 0.00285988 0.00382545 -0.00013614 0.00318129 0.00259149 0.00179069 0.00300504 0.00135546 0.00102852 0.00145771 0.00107347 0.000251848 0.00123223 0.00269959 0.00386677 0.0036798 0.00321911
internal_weight=0 2756 691 666 642 355 313 365 58 221 287 191 56 96 2065 42 198 141 307 81 226 196 168 143 95 74 48 2026 72 112
internal_count=3121 2756 691 666 642 355 313 365 58 221 287 191 56 96 2065 42 198 141 307 81 226 196 168 143 95 74 48 2026 72 112
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=31
num_cat=0
split_feature=1 4 3 13 159 1 1 12 48 48 51 13 2 4 160 12 374 14 13 52 394 4 3 0 47 157 16 4 1212 1213
split_gain=0.121257 0.0379455 0.0215294 0.0223658 0.0287422 0.0207688 0.0187371 0.0180884 0.0284996 0.017399 0.0228634 0.0245867 0.0193352 0.0242584 0.0172006 0.0169295 0.0163737 0.015447 0.0196711 0.0295463 0.0241965 0.0323093 0.0277484 0.0224669 0.0304263 0.0256148 0.0819535 0.0261251 0.018621 0.0228644
threshold=0.10124500000000002 -0.008819999999999998 0.31299000000000005 -0.47860499999999995 0.088800000000000004 0.13743000000000002 0.14089500000000002 -0.010834999999999999 0.083685000000000009 0.14093000000000003 0.11548000000000001 -0.15714499999999998 0.13501500000000002 0.0052350000000000009 0.08733500000000001 0.11734000000000001 0.086450000000000013 0.062655000000000016 0.0049450000000000006 0.40674500000000008 -0.08151499999999999 -0.42529999999999996 -0.14847999999999997 -0.10096999999999999 0.078875000000000015 -0.067349999999999979 -0.029084999999999996 -0.0016099999999999997 0.055770000000000007 -0.066379999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 5 9 6 -5 7 -4 8 -2 10 11 -3 13 -13 -10 17 -15 18 23 20 -20 -22 -23 24 25 -1 27 -27 -24 -30
right_child=1 2 3 4 -6 -7 -8 -9 14 -11 -12 12 -14 16 -16 -17 -18 -19 19 -21 21 22 28 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0012795048654966413 -0.00089308033875568071 0.0042329505407799261 -0.00073502473998814826 -0.0044059422705322506 0.00083197409906212924 0.00040310416210057412 0.0033714824845083057 0.0038264910943085714 0.0054554890688797014 -0.0010175668592141433 0.0046272919862531126 -0.0015795411437284201 -0.00012508771421077352 0.0022623005984167481 0.0014543355802412738 0.0019192962623678913 -0.00071532659989316017 0.0047402255786308913 -0.00047218192368745802 -0.0010961677972227335 0.0061138469507568518 -0.00074250655958340282 0.0035825326242541647 0.0036167721891474376 0.0049065621768952248 -0.001265077842757679 0.0084330530092120177 0.0022262691650883158 0.003433432943360458 -0.00093541393542419303
leaf_weight=21 24 34 20 20 22 29 25 159 21 22 28 20 66 241 22 78 20 85 20 20 32 21 162 1648 45 26 20 122 25 23
leaf_count=21 24 34 20 20 22 29 25 159 21 22 28 20 66 241 22 78 20 85 20 20 32 21 162 1648 45 26 20 122 25 23
internal_value=0 0.00192388 0.0014323 -2.63044e-06 -0.00166227 0.00292247 0.00154637 0.00324575 0.00186756 0.00172195 0.00186931 0.00166662 0.00141516 0.00177693 0.00340839 0.00336786 0.00203413 0.00341764 0.00336619 0.0026184 0.00288091 0.0031359 0.00272337 0.00348658 0.00256966 0.00201325 0.00242484 0.00161292 0.00306996 0.00134003
internal_weight=0 773 518 87 42 255 45 226 67 431 409 381 347 281 43 2348 261 2270 2185 303 283 263 231 1882 234 189 168 148 210 48
internal_count=3121 773 518 87 42 255 45 226 67 431 409 381 347 281 43 2348 261 2270 2185 303 283 263 231 1882 234 189 168 148 210 48
is_linear=0
shrinkage=0.1


Tree=8692
num_leaves=31
num_cat=0
split_feature=4 2 1 457 2 3 52 4 2 16 16 1419 48 160 3 52 3 4 3 0 133 12 4 457 43 1 2 52 50 1204
split_gain=0.0997953 0.0309684 0.019056 0.0296348 0.022008 0.0188991 0.0184734 0.0243341 0.0182059 0.0177916 0.0173845 0.024738 0.0213196 0.0392669 0.0262007 0.0251409 0.019158 0.0210327 0.019182 0.0364842 0.0187711 0.024077 0.0172558 0.0192967 0.024597 0.0244481 0.0278388 0.0281005 0.0391627 0.0234193
threshold=0.27044500000000005 0.12043500000000001 0.090405000000000013 0.079590000000000008 0.10060500000000001 0.63141500000000017 -0.42635499999999998 0.098655000000000007 -0.020134999999999997 0.24134000000000003 0.19444000000000003 0.086325000000000013 0.092065000000000022 -0.0080249999999999991 -0.094874999999999987 -0.53964499999999982 -0.14186499999999996 -0.15464999999999998 -0.094874999999999987 -0.060129999999999996 -0.0036349999999999998 0.085110000000000005 -0.085594999999999991 0.041220000000000007 -0.084794999999999995 0.089105000000000018 0.079055000000000014 -0.0064899999999999992 0.090150000000000022 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 8 -2 -3 9 -5 -8 16 12 13 -12 -15 -16 17 -1 19 20 -18 -22 -20 25 -25 26 27 -24 -29 -28
right_child=5 6 3 4 -6 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 18 -19 22 -21 21 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=0.0064715318749413685 0.0013286287950625367 0.0040920551685202453 0.002797974268486182 -0.00032607673756068664 -0.0014396754055332136 -0.0018332274118438364 0.0012528734516293214 0.0043529338203370576 0.0034404062129782908 -0.0019082681165032444 0.0054110359884948743 0.0047381283229162158 -0.00079400555550819269 0.0039889581434960873 0.0032872902546924629 -0.00070233836325184847 0.00077337186437833943 0.0034648106054009989 0.0042943975790934287 -0.00104810620712293 0.0066293625347316268 0.0027730551226448049 -0.0018223344802945143 0.0066126786896751992 0.0033263793620731566 0.0053067834178441541 0.0053996030881535264 0.004566143972915597 0.00034914952655303846 0.0030404714653511191
leaf_weight=38 345 27 602 21 29 20 117 22 33 21 31 34 27 28 22 56 33 60 158 29 20 85 21 36 62 47 44 40 49 964
leaf_count=38 345 27 602 21 29 20 117 22 33 21 31 34 27 28 22 56 33 60 158 29 20 85 21 36 62 47 44 40 49 964
internal_value=0 0.00291498 0.00300542 0.00255375 0.000782352 0.00115538 0.00167253 0.00126423 0.00197566 0.00077183 0.00316965 0.00228324 0.00177429 0.00228046 0.00136491 0.000422942 0.00327375 0.00463068 0.00319001 0.00217619 0.00285376 0.00350759 0.00330915 0.0031859 0.00453359 0.00307253 0.00297861 0.00146805 0.00224443 0.00314345
internal_weight=0 2756 2569 685 83 365 187 160 54 138 1884 198 164 137 106 78 1686 98 1588 167 138 105 1421 1263 98 1165 1118 110 89 1008
internal_count=3121 2756 2569 685 83 365 187 160 54 138 1884 198 164 137 106 78 1686 98 1588 167 138 105 1421 1263 98 1165 1118 110 89 1008
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=31
num_cat=0
split_feature=1 12 1456 150 132 34 31 2 12 1 123 9 15 403 160 159 16 49 47 151 14 4 16 4 157 157 4 15 12 48
split_gain=0.0835555 0.0247635 0.0206021 0.017613 0.0181759 0.0163759 0.0229999 0.0205295 0.0206027 0.0228899 0.0158718 0.0151176 0.0154476 0.0150712 0.0133867 0.0237814 0.0146405 0.0153596 0.0160433 0.0151418 0.0132613 0.0186487 0.0176894 0.0130751 0.0124858 0.0174349 0.0121032 0.0354491 0.0183492 0.0242672
threshold=0.12000500000000001 0.051320000000000005 -0.077604999999999993 0.12314500000000002 0.092395000000000019 -0.038779999999999995 -0.081689999999999985 0.116525 -0.42850999999999995 0.15799000000000005 0.11679000000000002 0.081890000000000004 0.15110000000000004 0.085340000000000013 -0.24213499999999996 -0.079544999999999991 0.51222500000000004 0.09858500000000002 0.096475000000000019 -0.090369999999999992 -0.41790499999999997 -0.034939999999999992 -0.074319999999999983 0.40124500000000002 -0.082509999999999986 -0.078969999999999985 -0.0060199999999999993 -1.0000000180025095e-35 -0.089199999999999988 0.087310000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 6 -2 -7 -9 10 20 12 23 14 -4 -16 17 18 19 -17 -10 -22 -23 -3 -21 -26 -27 28 -28 -30
right_child=5 11 3 -5 -6 7 -8 8 9 -11 -12 -13 -14 -15 15 16 -18 -19 -20 24 21 22 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0045432901873643846 0.0012787391138060586 0.0028000371328898814 0.0043550630651778824 -0.0010194941074587406 -0.00062798754405230287 0.0024192538636883623 -0.0033580634451936932 0.003669462979305536 0.0032939583660386833 -0.0029025955498218538 -0.0017347937132992386 0.0049995554572281747 0.00040564815863035624 0.0043891007592070054 -0.0014892235607840121 0.0044745649507438598 0.0042926462884578442 7.7202574383201345e-05 0.0048502753936918459 0.0041199278285993001 0.0030544933490455153 0.00079998129388780988 -0.0024937242258932782 0.0007634437752130907 -0.0012547489471035078 0.0010310638379266138 0.0034310394956897344 0.006195587094961888 -0.00025061523202427868 0.0030439209238263885
leaf_weight=31 23 2118 23 20 25 95 20 20 23 20 23 30 28 28 20 22 27 42 20 21 25 63 22 32 20 118 46 21 59 36
leaf_count=31 23 2118 23 20 25 95 20 20 23 20 23 30 28 28 20 22 27 42 20 21 25 63 22 32 20 118 46 21 59 36
internal_value=0 0.0026174 0.0020353 0.00189342 0.00200376 0.000943641 -0.000877913 0.00121281 0.000628048 0.000282432 0.000690769 0.00277004 0.00273933 0.00213456 0.00200167 0.00188191 0.00203798 0.00188767 0.00209715 0.00193662 0.00111023 0.000653629 -5.25072e-05 0.00276973 0.00176268 0.00159767 0.00180141 0.00236253 0.00179165 0.000997841
internal_weight=0 2787 579 548 528 334 43 291 196 176 156 2208 2178 503 475 452 432 405 363 343 133 110 85 2150 321 300 280 162 141 95
internal_count=3121 2787 579 548 528 334 43 291 196 176 156 2208 2178 503 475 452 432 405 363 343 133 110 85 2150 321 300 280 162 141 95
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=31
num_cat=0
split_feature=1 1 12 156 1456 12 11 12 157 160 1201 1209 159 51 151 16 43 3 0 13 42 4 1204 402 402 2 52 0 484 159
split_gain=0.0676799 0.0225934 0.0251433 0.0217777 0.0229289 0.0219473 0.0193963 0.0205478 0.0178042 0.0174399 0.0177036 0.0156678 0.0165565 0.016945 0.0159208 0.0188437 0.0185977 0.0257456 0.0282778 0.0226834 0.0175653 0.0195181 0.0151201 0.0147356 0.0241276 0.0188289 0.0449676 0.0316293 0.0271366 0.0390135
threshold=0.12000500000000001 0.086920000000000011 0.087075000000000014 0.11538000000000002 -1.0000000180025095e-35 0.082480000000000012 0.083010000000000014 0.090545000000000014 -0.08107499999999998 -0.53327999999999987 -0.064749999999999988 -0.038154999999999994 0.12895000000000004 -0.17684999999999998 -0.083694999999999978 0.0057500000000000008 -0.011694999999999999 -0.087909999999999988 -0.088099999999999984 -0.092879999999999976 0.091955000000000023 -0.013514999999999998 -0.0026799999999999997 0.12933500000000003 0.11174500000000002 0.084885000000000002 0.11639500000000001 -0.14794999999999997 -0.081614999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 23 -9 -10 -11 -4 13 -13 -15 16 17 -16 -19 -18 21 -20 -12 24 25 26 27 -1 -29 -30
right_child=-2 2 11 -5 5 -7 -8 8 9 10 22 12 -14 14 15 -17 19 18 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0077074966160580521 0.00084927722234610914 0.0045439709012862302 -2.0352117717266082e-06 0.0041691450600477836 0.0013069798119224837 -0.0012810238151966284 -0.00053435221198014913 -0.00016166952118510381 -0.00057134284274763477 -0.0005607592791784555 0.005099597449103991 0.0053341205717752811 -0.00018282597385612981 9.8899746313691134e-05 0.0016714431713090131 0.0017056634391778834 0.0047554361183817194 0.0012757847423199567 0.0079117850840298674 0.0016532951339798853 0.0035770092039566605 0.0041824617909024591 0.0023642520365900789 0.0052462543756701049 -6.475711124949157e-06 0.0026113601981093519 -0.00063391119668570659 0.00063888428766014325 0.0076677620671689517 0.0034950459762950674
leaf_weight=20 334 20 25 27 365 36 20 32 21 20 21 23 21 25 38 132 30 20 36 110 33 23 536 25 30 805 24 28 25 216
leaf_count=20 334 20 25 27 365 36 20 32 21 20 21 23 21 25 38 132 30 20 36 110 33 23 536 25 30 805 24 28 25 216
internal_value=0 0.00235566 0.00196412 0.00141602 0.00123945 0.00107464 0.00256271 0.00259706 0.00213642 0.00225939 0.00236242 0.00243999 0.00256433 0.00268707 0.00255087 0.00269613 0.00314696 0.00392062 0.00468373 0.00231804 0.00542459 0.00645798 0.00246738 0.00284446 0.00279216 0.00286726 0.0035254 0.00387081 0.00358555 0.0039279
internal_weight=0 2787 964 448 421 401 1823 1803 630 598 577 516 491 470 447 422 290 150 112 140 92 59 557 1173 1148 1118 313 289 269 241
internal_count=3121 2787 964 448 421 401 1823 1803 630 598 577 516 491 470 447 422 290 150 112 140 92 59 557 1173 1148 1118 313 289 269 241
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=31
num_cat=0
split_feature=4 2 3 148 48 3 49 0 4 1204 401 4 160 15 3 3 16 42 133 1444 1447 480 1456 1447 1447 4 483 0 401 390
split_gain=0.0582025 0.0217799 0.0173335 0.0203328 0.019286 0.0169767 0.0155368 0.0155048 0.0354765 0.0154683 0.0165884 0.0194754 0.017931 0.0203084 0.0287272 0.0264934 0.0146526 0.0252141 0.016077 0.0159187 0.0196529 0.0272749 0.0217841 0.0217735 0.0202552 0.018385 0.0175428 0.0294916 0.0167442 0.0192466
threshold=0.24564500000000003 0.17025000000000004 -0.07359499999999998 -0.066239999999999979 -0.065224999999999991 0.63141500000000017 0.14321000000000003 -0.23051499999999997 0.022185000000000003 -1.0000000180025095e-35 -0.06959499999999999 -0.37944499999999992 -0.54200499999999985 -0.036009999999999993 0.10542000000000001 -0.06977499999999999 -0.14771999999999999 0.091205000000000008 0.085520000000000013 -0.083894999999999983 -0.086059999999999984 0.08610000000000001 0.086095000000000019 -0.085024999999999989 -0.083354999999999985 0.033845000000000007 -0.096724999999999992 -0.082724999999999979 0.086810000000000012 0.087070000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 -5 -2 7 8 -6 -9 -11 -12 -13 -14 15 -15 17 18 -1 -18 21 -21 -23 -22 -25 26 27 -26 29 -28
right_child=5 -3 3 4 6 -7 -8 9 -10 10 11 12 13 14 -16 -17 19 -19 -20 20 23 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0037189931793395305 0.0010289452960001082 -0.00040656698684236317 -0.00068244570811657477 0.0048084053255892786 0.0014009443228133025 -0.0019554341258481147 3.17175575118098e-06 0.0043964922883209185 0.0068755721265915783 0.0042223346084356312 0.0029581666702674075 0.0040834658230027264 0.0017141032039615957 -0.0014403672363342984 -0.0023932071905883572 0.001714998032535355 -0.00052981997141614561 0.0066803872911259526 0.00086752392797886089 0.0062957488610569769 -0.00081726776678924982 3.094132546158064e-05 0.0045858002799962251 0.0050499654383971719 0.007021891986507745 0.0010454690022773624 0.002188288424568917 0.0024670893491102932 0.0032232923869014484 -0.00086433564623196934
leaf_weight=58 406 33 32 22 29 20 45 22 20 25 89 23 310 35 31 111 20 20 30 29 23 21 21 26 21 120 1254 44 160 21
leaf_count=58 406 33 32 22 29 20 45 22 20 25 89 23 310 35 31 111 20 20 30 29 23 21 21 26 21 120 1254 44 160 21
internal_value=0 0.0021467 0.00217835 0.00178695 0.00189065 0.000888834 0.00180391 0.00192051 0.00363549 0.00179042 0.00169854 0.00159321 0.00135501 0.00122615 0.00037154 0.000958575 0.00234471 0.00347532 0.0027469 0.00227534 0.00230758 0.00393702 0.00230837 0.00223826 0.00228096 0.00223652 0.0023318 0.00393864 0.00225902 0.00213801
internal_weight=0 2695 2662 794 762 426 740 695 49 646 624 599 510 487 177 146 1868 108 88 1760 1740 71 42 1669 1646 1620 1500 65 1435 1275
internal_count=3121 2695 2662 794 762 426 740 695 49 646 624 599 510 487 177 146 1868 108 88 1760 1740 71 42 1669 1646 1620 1500 65 1435 1275
is_linear=0
shrinkage=0.1


Tree=8696
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 14 4 1 0 1 150 2 2 0 12 48 52 1447 4 131 16 47 48 2 4 1
split_gain=9.38956 1.50855 0.908512 0.786671 0.524642 0.476477 0.281304 0.255728 0.244841 0.229743 0.195036 0.149613 0.168065 0.133655 0.120136 0.100118 0.0884023 0.0796222 0.0763327 0.0759203 0.0746525 0.0690911 0.0636818 0.0566701 0.0546632 0.0525755 0.0490739 0.0479523 0.0437204 0.0421947
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.077845000000000011 0.14122000000000004 0.062655000000000016 0.40473500000000007 0.089625000000000024 -0.10607499999999999 0.13686500000000004 1.0000000180025095e-35 0.088850000000000012 -0.0091949999999999983 0.030935000000000004 0.10345000000000001 0.08955500000000001 0.40674500000000008 -0.082869999999999985 0.018150000000000003 0.090385000000000007 -0.27167499999999994 0.090100000000000013 0.081805000000000017 0.090050000000000005 -0.0070899999999999991 0.14860500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 25 9 13 -5 14 11 28 15 27 18 22 20 -14 19 -4 24 -1 -17 -7 -2 29 -3 -9 -13 -6 -15
right_child=1 2 6 7 10 8 -8 26 -10 -11 -12 12 16 17 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062952920816871727 0.00063749976316162572 0.00030123466303595128 0.00021732842022845265 0.00057534506382728493 0.00061529838348748408 0.00058328254761340489 0.00037358965863886813 0.00028156399669040461 0.00039495651430701138 0.0007143940400266565 0.00035584484473528228 0.0005172477889002538 0.00045924232460047102 0.00019645787715833477 0.00042781501591811596 0.00067553336287403971 0.00059437971041020779 3.732822616310681e-05 0.00035107427891465569 7.1614511992806708e-05 0.00051396648779697385 0.00058781758239848092 0.0005302851505222775 0.00051912708177794182 0.00025423901355724188 0.00038714511890658269 0.00039135525591492908 0.00038146816184926851 0.0005086863619439742 9.0012709388539276e-05
leaf_weight=930 48 190 75 28 21 231 37 24 41 79 32 20 20 41 27 37 268 20 21 24 22 516 140 23 37 32 45 20 50 22
leaf_count=930 48 190 75 28 21 231 37 24 41 79 32 20 20 41 27 37 268 20 21 24 22 516 140 23 37 32 45 20 50 22
internal_value=0 0.000328838 0.000296957 0.000590347 0.00036728 0.000597486 0.000214448 0.000417301 0.000539231 0.000610862 0.000482938 0.0006064 0.000568454 0.000189914 0.000554093 0.00061467 0.000584995 0.000152133 0.000246585 0.00017065 0.000626859 0.000593686 0.000563284 0.000599154 0.000194419 0.000313618 0.000353167 0.000449358 0.000540219 0.000159287
internal_weight=0 673 602 2448 325 2351 277 97 439 1912 103 1833 328 240 398 1505 288 144 96 124 952 553 371 71 100 222 69 40 71 63
internal_count=3121 673 602 2448 325 2351 277 97 439 1912 103 1833 328 240 398 1505 288 144 96 124 952 553 371 71 100 222 69 40 71 63
is_linear=0
shrinkage=0.00196078


Tree=8697
num_leaves=31
num_cat=0
split_feature=4 2 1 1348 1456 48 11 43 13 128 12 52 159 147 1 3 4 0 10 14 49 16 1208 12 159 12 16 4 39 1210
split_gain=0.0687864 0.0224954 0.0188521 0.0198276 0.0184161 0.0172775 0.0169589 0.0175938 0.0325374 0.0287223 0.0167905 0.0154486 0.0200171 0.0165488 0.0173676 0.0186743 0.0220293 0.0184566 0.0243805 0.0339057 0.0237581 0.0171679 0.015352 0.0182455 0.0206024 0.0160602 0.0145043 0.0213497 0.0209412 0.01436
threshold=0.27044500000000005 0.17025000000000004 0.090540000000000023 1.0000000180025095e-35 -0.00059999999999999995 -0.072824999999999987 0.083010000000000014 -0.27207999999999993 0.038215000000000006 0.086950000000000013 0.10645 0.039215000000000007 0.10620500000000001 0.096620000000000011 0.10374500000000002 -0.13927999999999999 0.50194500000000009 -0.10324499999999999 0.10513000000000002 -0.36617499999999997 -1.0000000180025095e-35 -0.44310499999999992 0.086590000000000014 0.090840000000000018 0.092820000000000014 0.09202500000000001 -0.015314999999999997 -0.37944499999999992 0.0046100000000000004 -0.42132499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 -4 -6 7 -7 9 22 -10 13 -13 14 -2 16 -16 20 19 -19 -17 -22 23 24 26 -25 -9 -28 -29 -1
right_child=11 -3 3 -5 5 6 -8 8 10 -11 -12 12 -14 -15 15 17 -18 18 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0052523957716766748 -0.0022880370039274566 -0.00020115691321817314 0.003747865559960731 -0.00096200675364922392 0.0047537735702159502 0.0045522322860779242 0.0031808960313976908 0.0022072582956752739 -0.0032492847894900478 0.0044358178721489129 0.00079926091989147526 0.0030225084809801326 -3.2795955121400766e-05 0.0027551064380289367 0.00044642941856754654 -0.001155535075813532 0.0048252023034729072 -0.00010761634384834907 0.0020194135586042768 -0.0045372180657944194 0.00090168800428121676 0.0048687089729355648 -0.0011702049849554896 0.0048735743546858435 -0.0014313910562055686 0.0020952153456281881 0.0030532193517622853 -0.0014611182889392677 0.0014478265410289169 0.0025592202729207312
leaf_weight=20 24 33 61 22 21 20 82 132 20 37 21 65 32 30 27 25 20 48 23 27 24 20 20 25 27 124 30 49 50 1962
leaf_count=20 24 33 61 22 21 20 82 132 20 37 21 65 32 30 27 25 20 48 23 27 24 20 20 25 27 124 30 49 50 1962
internal_value=0 0.00239406 0.00242551 0.00199519 0.00208567 0.00193158 0.00183854 0.00164021 0.00153135 0.00175601 -0.00117564 0.000933189 0.00201457 0.000541792 0.000262803 0.000548878 0.00230974 5.33075e-05 -0.000828816 -0.00170227 0.00130618 0.00270488 0.00153905 0.00166304 0.00119828 0.00256138 0.00147031 0.000716226 8.04577e-06 0.0025864
internal_weight=0 2756 2723 741 719 658 637 555 535 494 41 365 97 268 238 214 47 167 98 75 69 44 457 437 288 149 261 129 99 1982
internal_count=3121 2756 2723 741 719 658 637 555 535 494 41 365 97 268 238 214 47 167 98 75 69 44 457 437 288 149 261 129 99 1982
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=31
num_cat=0
split_feature=4 2 3 1375 42 15 15 52 1452 47 15 1416 1210 43 43 1212 2 0 130 13 13 1212 42 1212 1213 42 50 1208 481 51
split_gain=0.055717 0.0182213 0.0154775 0.0162829 0.0173699 0.0177375 0.0207763 0.0177378 0.02349 0.015813 0.0162358 0.0149063 0.0149795 0.0253291 0.0155487 0.0280844 0.0351339 0.0523259 0.0349507 0.0255387 0.0253071 0.0221215 0.0312537 0.0240555 0.0385515 0.0191997 0.0169732 0.0324919 0.0207332 0.0239598
threshold=0.27044500000000005 0.17025000000000004 -0.07359499999999998 -0.27302499999999996 0.11649000000000002 0.11728000000000001 0.11461000000000002 0.5140450000000002 0.089640000000000011 0.11043500000000002 -0.15026499999999995 1.0000000180025095e-35 0.0028200000000000005 -0.036954999999999995 0.0034250000000000005 -0.070754999999999985 0.089885000000000007 -0.078904999999999989 0.085620000000000016 -0.095304999999999987 -0.0082249999999999979 -0.040879999999999993 0.087995000000000004 -0.16927999999999996 -0.08786999999999999 0.083795000000000022 0.089465000000000017 0.080860000000000015 0.0028200000000000005 0.093135000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 7 8 -5 10 -1 12 14 -14 21 -16 18 -18 19 -17 -21 22 23 -12 -25 -19 27 28 29 -23
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 15 16 17 25 -20 20 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0045286686587080894 0.00083986986293744506 -0.00018104118450234337 -0.00080312032090580979 0.0019660272761889263 0.00036705103086526783 0.0034431472958385712 -0.0010867190177795355 -0.00063658741652034229 0.0054515160142909738 0.00085345970070667811 0.00055414153487488101 0.0048834632484890195 0.0017206069760442038 0.0058009859552839776 -0.0010728142190990703 0.0048441899827836709 -0.003504542337730527 0.00026745104842120784 0.0067756277474109094 0.00052546382543773183 0.0040685055436499957 0.0022170601382212655 0.0072542088372366774 0.0070319297080859546 0.0016292429007340355 0.0038531132046565678 0.003015996089177503 -0.0017803128783097713 0.0050976622228821123 -0.00037426866985844901
leaf_weight=35 365 33 23 582 68 80 23 25 20 69 28 23 29 32 35 30 25 32 20 72 28 1001 21 25 28 28 259 21 24 37
leaf_count=35 365 33 23 582 68 80 23 25 20 69 28 23 29 32 35 30 25 32 20 72 28 1001 21 25 28 28 259 21 24 37
internal_value=0 0.00215466 0.00218296 0.00182008 0.00189569 0.00203808 0.00186515 0.00197343 0.00208182 0.0023396 0.00239554 0.00235402 0.00232124 0.00386113 0.00226644 0.0015699 0.0019635 0.000339201 0.00288393 0.00228521 0.00151752 0.00239668 0.00381639 0.0029251 0.00417768 0.00194076 0.00228877 0.00211485 0.00219188 0.00212469
internal_weight=0 2756 2723 821 798 730 650 627 602 1902 1833 1798 1775 61 1714 270 235 85 150 130 100 1444 102 81 53 60 1342 1083 1062 1038
internal_count=3121 2756 2723 821 798 730 650 627 602 1902 1833 1798 1775 61 1714 270 235 85 150 130 100 1444 102 81 53 60 1342 1083 1062 1038
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=31
num_cat=0
split_feature=1 124 33 34 31 13 12 0 0 1 130 12 48 454 1212 0 1212 403 2 1429 2 157 1444 481 1456 4 129 13 157 43
split_gain=0.0479179 0.0174193 0.0164523 0.0147336 0.0181494 0.0175268 0.0300814 0.0218728 0.025908 0.0240726 0.0157188 0.0144987 0.0135011 0.0147357 0.0118248 0.0208201 0.0159858 0.0158142 0.0137867 0.0309982 0.0291882 0.025101 0.0250936 0.0226607 0.0253822 0.0227795 0.0221185 0.0217426 0.0323396 0.0216866
threshold=0.12000500000000001 -0.076779999999999987 0.082285000000000011 -0.038779999999999995 -0.081689999999999985 -0.072819999999999982 0.096990000000000007 -0.10324499999999999 -0.13455999999999999 0.14262000000000002 -0.077029999999999987 -0.081419999999999979 0.13765500000000006 -0.082299999999999984 0.11930500000000001 -0.081204999999999986 0.11137000000000001 -0.028309999999999998 0.08647500000000001 0.084770000000000012 0.086825000000000013 -0.081579999999999986 -0.081774999999999987 -0.087424999999999989 0.086095000000000019 -0.050494999999999991 -0.048309999999999992 -0.085744999999999988 -0.087424999999999989 -0.053764999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -2 6 7 8 -5 11 -7 -9 13 -3 16 -16 18 -17 19 22 -20 27 -15 25 -25 -24 -23 28 -22 -29
right_child=3 2 -4 5 -6 10 -8 9 -10 -11 -12 -13 -14 14 15 17 -18 -19 20 -21 21 26 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.0009616401381843092 0.00085692378773313512 0.0044140690770000223 0.0047236851522360346 0.00043353638663705044 -0.0032620262645650655 -0.00058508382597938181 -0.0034553580044303089 0.0025930141407745676 0.0051459534966852519 -0.002799147675530269 0.0021692947623577772 -0.00077979923691600566 -0.00054781858232759298 0.0058518292260123419 0.0059725465020164853 0.00086206808097331845 -0.00068747127104712576 0.0043029289518017322 -0.001321117770082007 -0.000971648121977241 0.0020779246968838077 -0.0012824667636305094 -0.002210099735053849 0.0022966568353671932 0.0055286820875480773 0.0021247785814382412 0.0017227121946382607 0.0013159341744777404 0.00721705566905439 0.0037721356309918784
leaf_weight=172 23 25 22 28 20 25 20 26 20 26 121 25 21 20 20 34 23 22 30 29 24 25 22 866 25 27 1204 92 25 59
leaf_count=172 23 25 22 28 20 25 20 26 20 26 121 25 21 20 20 34 23 22 30 29 24 25 22 866 25 27 1204 92 25 59
internal_value=0 0.00193645 0.00200057 0.00066893 -0.00105887 0.000924241 0.000145493 0.000721629 0.00239704 -0.000322785 0.00169765 0.000939674 0.00197746 0.00199808 0.00197437 0.00320297 0.00193658 0.00221383 0.00196123 0.00224947 0.00176585 0.00183065 0.00234678 0.0022722 0.00238734 0.000178507 0.00166158 0.00286959 0.00469993 0.00227564
internal_weight=0 2787 2615 334 43 291 145 125 48 77 146 51 2593 2572 2547 76 2471 56 2448 989 1459 1429 960 940 891 49 1229 200 49 151
internal_count=3121 2787 2615 334 43 291 145 125 48 77 146 51 2593 2572 2547 76 2471 56 2448 989 1459 1429 960 940 891 49 1229 200 49 151
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=31
num_cat=0
split_feature=4 0 31 34 12 0 40 150 42 1 2 1 132 13 2 4 49 13 1 0 2 16 9 51 43 12 156 156 2 13
split_gain=0.0397194 0.0240188 0.0219234 0.0216464 0.0191072 0.0221075 0.0218536 0.0165485 0.03514 0.014098 0.0160946 0.0156104 0.0158606 0.0203968 0.017609 0.0226995 0.016122 0.0125295 0.0166421 0.0127588 0.0151022 0.0124024 0.0163316 0.0177631 0.0245073 0.0179539 0.0164016 0.0470012 0.0320592 0.0316898
threshold=0.042705000000000007 0.089620000000000019 -0.018414999999999997 -0.082914999999999989 -0.10022999999999999 -0.13843999999999998 0.0064400000000000004 0.11989500000000002 0.088575000000000015 0.083345000000000016 0.088665000000000008 0.093400000000000025 0.093030000000000015 -0.085384999999999975 -1.0000000180025095e-35 0.058735000000000009 -0.049039999999999993 0.043850000000000007 0.12456000000000002 -0.26343999999999995 0.13622000000000004 -0.11118499999999999 -1.0000000180025095e-35 -0.13782999999999998 -0.085154999999999995 -0.086254999999999984 0.087205000000000019 0.085790000000000019 0.086885000000000004 -0.053889999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -4 9 21 -9 10 -6 -11 13 16 -15 -16 -13 19 -19 -17 -21 -1 -23 24 -24 -25 27 -27 29 -28
right_child=1 -3 4 -5 6 -7 -8 8 -10 11 -12 12 -14 14 15 17 -18 18 -20 20 -22 22 23 25 -26 26 28 -29 -30 -31
leaf_value=0.002763406977536144 0.0010915047327712687 -0.0022616615349596195 6.9368224358186127e-05 -0.0033970446849707517 0.0044757611182285476 0.0040517957158242458 -0.0021958632220048457 -0.0027003259504757202 0.0028327031380533962 -0.0018060677123933355 0.0015134022507671168 0.0021593337936792524 -0.0017947631212882698 0.0040702138848316208 -0.0018072421360383964 0.0003923483069684153 -0.00081843478543063009 -0.0013676053857866297 0.0024382801330648362 0.0035999095300212505 0.0011374385835370049 -0.00037252472213688582 0.005515590753277828 0.00028298143990031341 0.002247760187125426 0.0018487734998442072 0.00072051376952523638 0.0057781219106888583 0.0017582604057522384 -0.0042693856434198102
leaf_weight=143 22 22 20 21 20 46 20 24 22 22 221 24 20 26 21 32 75 27 20 66 40 34 29 79 110 1690 35 31 139 20
leaf_count=143 22 22 20 21 20 46 20 24 22 22 221 24 20 26 21 32 75 27 20 66 40 34 29 79 110 1690 35 31 139 20
internal_value=0 0.000994669 0.00109109 -0.00110058 0.00122572 0.002845 0.00105715 0.001824 -5.40946e-05 0.00116311 0.00175924 0.000777944 0.000939905 0.00110514 0.00161793 0.00130842 -9.65515e-05 0.00166209 0.00025192 0.00214237 0.00267068 0.0018614 0.00180188 0.00183654 0.00292954 0.00176035 0.00182129 0.00191955 0.000949631 -0.001094
internal_weight=0 765 743 43 700 66 634 2356 46 614 241 373 351 331 232 206 99 185 47 138 106 2310 2167 2133 139 1994 1915 1721 194 55
internal_count=3121 765 743 43 700 66 634 2356 46 614 241 373 351 331 232 206 99 185 47 138 106 2310 2167 2133 139 1994 1915 1721 194 55
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 47 4 2 1 1 49 2 16 11 3 43 52 159 13 0 1 12 11 15 150 2 15 43 52
split_gain=6.28346 1.03441 0.520042 0.450279 0.353097 0.33098 0.218735 0.207119 0.172499 0.166031 0.121048 0.101667 0.0956711 0.0926564 0.0796538 0.103168 0.0954031 0.0796153 0.0790275 0.0758798 0.0742453 0.0935329 0.0718788 0.0700545 0.0676737 0.0639538 0.0880689 0.0564942 0.0544872 0.0508246
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14122000000000004 0.11690500000000002 0.085505000000000012 0.40124500000000002 0.089885000000000007 0.077845000000000011 0.090540000000000023 -0.054984999999999992 0.14960000000000004 -0.042349999999999992 1.0000000180025095e-35 -0.11171999999999999 -0.016814999999999997 0.12418000000000001 0.082585000000000006 -0.10278499999999999 -0.14001499999999997 0.086920000000000011 0.090285000000000018 0.095165000000000013 -0.41942499999999994 1.0000000180025095e-35 0.11237500000000002 1.0000000180025095e-35 -0.080324999999999994 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 18 12 8 10 -4 19 -2 17 -8 15 16 -10 27 25 -1 21 -17 -22 -16 -14 26 -3 -7 -11 -21
right_child=1 5 9 -5 -6 6 13 -9 14 28 -12 -13 24 -15 23 20 -18 -19 -20 29 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005784425246375956 0.00031684506275490214 0.00039946222167448997 0.00045966072482805627 0.00025147158487991568 0.00029844659928896964 0.00011695822820887638 0.00020599305456807585 0.00030451465646425885 0.00046263667999529374 0.00031584055334770859 0.00045798040280977981 0.00045410028929133306 0.00014280405337871549 0.00035469796496376494 0.00055254512103294754 0.00050020983260051874 0.00029734958402757064 0.0002590115962951791 0.0001960126938232508 0.00050467863024944524 0.0004977867171606597 0.00033211890704595907 0.00045472938113109247 0.00041934594438940869 1.4416514093323512e-05 0.00025020442393008973 0.00025378253111651625 0.00022923228662221037 0.00019439306201449795 0.00042148691484297828
leaf_weight=53 25 39 28 85 41 96 49 25 25 49 245 122 27 24 63 20 29 25 38 1069 216 35 481 20 38 57 27 21 20 29
leaf_count=53 25 39 28 85 41 96 49 25 25 49 245 122 27 24 63 20 29 25 38 1069 216 35 481 20 38 57 27 21 20 29
internal_value=0 0.000259086 0.000473012 0.000365071 0.000478817 0.00020333 0.000162597 0.000482018 0.00048396 0.000332315 0.000497555 0.000430758 0.000130052 0.000254882 0.000462611 0.000456655 0.000373871 0.000158572 0.00027417 0.000505979 0.0004626 0.000393243 0.000468073 0.000520449 6.77467e-05 0.000298316 0.000339866 0.00013711 0.000280638 0.000502481
internal_weight=0 673 2448 232 2351 441 280 2310 2285 97 1396 147 207 73 889 806 54 142 161 1151 752 55 697 83 65 123 66 117 69 1098
internal_count=3121 673 2448 232 2351 441 280 2310 2285 97 1396 147 207 73 889 806 54 142 161 1151 752 55 697 83 65 123 66 117 69 1098
is_linear=0
shrinkage=0.00196078


Tree=8702
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 4 2 47 1 1429 160 0 150 16 3 1 14 52 51 131 2 43 1 0 0 11
split_gain=12.2293 1.96187 1.05288 1.03219 0.8286 0.560651 0.465649 0.400783 0.352565 0.322105 0.297978 0.295647 0.207077 0.222346 0.13718 0.119467 0.117551 0.111801 0.109619 0.0905758 0.1173 0.112163 0.0873146 0.0859126 0.0827774 0.080606 0.0778897 0.0956145 0.0766658 0.0881515
threshold=0.10508500000000001 -0.40967499999999996 0.13075500000000004 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.077845000000000011 0.27834500000000006 0.092235000000000025 0.13082500000000002 0.080270000000000022 0.083420000000000008 0.081905000000000019 -0.10474999999999998 0.083095000000000016 -0.39185999999999993 0.31370500000000007 0.11392000000000001 -0.41076499999999994 -0.024714999999999997 0.11144500000000002 0.09055500000000001 0.10584500000000001 -0.080324999999999994 0.090405000000000013 -0.092089999999999991 0.18019500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 19 6 7 10 -5 -6 12 15 22 14 26 17 -16 -4 -17 21 -21 -3 -1 -2 -23 -10 -14 -28 29 -12
right_child=1 2 11 8 9 -7 -8 -9 25 -11 28 -13 13 -15 16 18 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00077832428502715883 0.00078821425237098476 0.00037856694325162318 0.00027472724825344688 0.0007200425944658889 0.00067411925589610274 0.0005135871031705071 0.00047875266156944575 0.00087992683671750003 0.0005019840304734183 0.00045151448298776721 0.00070608146255556981 0.0004662181976219762 0.00077333667450134704 0.00054994734821680984 0.00071957335119543508 0.00026886891528852126 0.00052123999917039687 0.00046160773392401488 0.00014656870794108655 0.0004829410034829698 0.00032548764785103113 0.00058779221247224245 0.00067088651696061775 0.00064071902005855203 0.00044389558624460443 0.00035426892632362889 0.00061832488946665339 0.00073691841287220499 0.00058955545153687979 0.00078797742857227568
leaf_weight=951 49 73 32 28 77 41 25 85 49 37 622 33 216 26 27 109 20 20 38 23 87 22 30 22 51 20 30 203 20 55
leaf_count=951 49 73 32 28 77 41 25 85 49 37 622 33 216 26 27 109 20 20 38 23 87 22 30 22 51 20 30 203 20 55
internal_value=0 0.000434245 0.000397888 0.00073269 0.000462821 0.000740869 0.000744903 0.000747814 0.000534472 0.00060187 0.00074271 0.000294332 0.00075825 0.000726699 0.000735964 0.000265828 0.000635176 0.000346604 0.000237254 0.000400901 0.00035841 0.000432914 0.000775039 0.000742512 0.000487262 0.000459168 0.000746514 0.000721649 0.0007092 0.000712735
internal_weight=0 673 602 2448 370 2351 2310 2285 97 114 2200 232 1503 522 496 199 47 52 147 256 110 146 981 71 73 69 449 233 697 677
internal_count=3121 673 602 2448 370 2351 2310 2285 97 114 2200 232 1503 522 496 199 47 52 147 256 110 146 981 71 73 69 449 233 697 677
is_linear=0
shrinkage=0.00196078


Tree=8703
num_leaves=31
num_cat=0
split_feature=1 133 1 148 148 4 15 49 484 0 474 1 13 1452 10 130 0 151 157 1447 1447 481 13 43 12 43 49 1209 51 15
split_gain=0.0747773 0.0234875 0.0325863 0.0202047 0.0198473 0.0184763 0.0181484 0.0222066 0.0223273 0.0203281 0.0293084 0.0381625 0.0284973 0.0206581 0.0180724 0.0190771 0.0181025 0.0165834 0.0180959 0.0165753 0.0209979 0.0155153 0.0153677 0.0169759 0.0191602 0.0159417 0.0146346 0.0145113 0.0142755 0.0300373
threshold=0.11146500000000002 -0.24227499999999996 0.16773500000000005 -0.10665499999999999 -0.066239999999999979 -0.010655 0.083195000000000005 -0.094719999999999985 0.11136 -0.13027499999999997 0.084880000000000011 0.088975000000000012 -0.017449999999999997 0.10391500000000002 -0.088499999999999981 -0.082549999999999985 0.22582000000000002 -0.039414999999999999 -0.0056149999999999993 -0.086059999999999984 -0.085024999999999989 -0.065229999999999996 0.054800000000000008 -0.071629999999999985 0.092255000000000018 -0.14035499999999998 0.10463500000000002 0.091045000000000001 -0.085534999999999986 -0.077219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 -6 7 17 9 10 11 -9 -13 14 -11 -16 27 -5 -19 21 -21 -8 25 24 -24 -22 -10 28 29 -17
right_child=1 2 -4 6 5 -7 19 8 26 13 -12 12 -14 -15 15 16 -18 18 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057629724603611978 0.0044702588633464815 -0.00086135414296735794 -0.0028229411470238122 0.0064715475146658727 0.0027424255944131274 0.0011502687180917767 0.0067584241385616004 0.0034867700030089405 0.0047834936657454828 -0.00038097500598624999 -0.0021848664511212104 -0.0023566877594790783 0.0013882738340109954 -0.00070036646740680392 0.0052397607609236735 0.0048908865242429135 -0.00059127669155714104 0.0052544259116984911 0.0016892856771924666 -0.0002465503544292667 0.0050236186377955357 0.0028666504798457028 0.00015154644248208831 -0.0007706682020354839 0.0032467198192275 0.0029300122640669767 0.0016246760003559757 0.00015658162991274841 0.0022780321114017473 0.0025144474860802428
leaf_weight=20 22 39 20 20 93 337 21 72 55 23 22 26 93 22 24 71 20 24 35 22 38 20 28 21 70 848 20 27 756 212
leaf_count=20 22 39 20 20 93 337 21 72 55 23 22 26 93 22 24 71 20 24 35 22 38 20 28 21 70 848 20 27 756 212
internal_value=0 0.00127393 0.00113013 0.00259676 0.00129871 0.00149462 0.00257231 0.00235056 0.00226119 0.00216909 0.00127144 0.00166954 0.000570047 0.00233463 0.00239356 0.00245105 0.00238942 0.00398307 0.00313951 0.00288831 0.00280959 0.00486 0.0028765 0.00180949 0.00236238 0.00301981 0.00394114 0.00244534 0.00250482 0.00311066
internal_weight=0 511 489 2610 469 430 2590 1522 1443 1368 213 191 119 1155 1133 1110 1086 79 59 1068 1027 41 1005 119 98 886 75 1066 1039 283
internal_count=3121 511 489 2610 469 430 2590 1522 1443 1368 213 191 119 1155 1133 1110 1086 79 59 1068 1027 41 1005 119 98 886 75 1066 1039 283
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=31
num_cat=0
split_feature=1 2 454 157 1454 51 160 160 49 454 124 33 52 1420 47 1 4 149 1 52 13 13 124 13 4 129 394 128 128 1184
split_gain=0.0621759 0.0196177 0.0156508 0.0140546 0.0135433 0.0203314 0.0176351 0.0155243 0.0151914 0.0134015 0.0133432 0.0159342 0.0129932 0.0128015 0.0124577 0.0159486 0.0167675 0.0138634 0.0159478 0.0171903 0.012333 0.0202099 0.0142928 0.0197883 0.0178978 0.0120414 0.0246501 0.0149212 0.0145253 0.0146438
threshold=0.12000500000000001 0.10252500000000002 -0.064694999999999989 -0.23223999999999997 0.091445000000000012 -0.41109999999999997 0.11655500000000001 0.09389500000000002 0.11308500000000002 -0.082299999999999984 -0.086944999999999981 0.083840000000000012 0.086450000000000013 -0.084814999999999988 0.085505000000000012 0.14262000000000002 0.057560000000000007 0.081720000000000015 0.12577000000000002 0.12354000000000001 -0.0062949999999999994 0.10443000000000001 -1.0000000180025095e-35 -0.15714499999999998 0.51388000000000011 0.11234000000000001 -0.15150999999999998 0.11170500000000001 0.085955000000000018 0.084515000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 8 7 12 -5 -1 -11 13 -7 -12 17 16 -16 18 -2 20 22 -22 24 -24 -20 26 -15 28 29 -28
right_child=14 2 3 4 -6 6 -8 -9 -10 10 11 -13 -14 25 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0050164628890343012 -0.002050446854317906 -0.00094731086963292907 0.0036607297791522888 0.0057789836123230912 -0.00072716397698968649 0.0013066774470588335 -0.0011844688161675419 0.0039783776675661403 0.00241152931986427 0.00084890077650582186 0.0044072879303712403 0.004783316521006155 0.0025556363873485161 -0.00075454403646290312 0.004222142222351977 -0.00058075425443927418 0.0012278208754853241 0.0029747298313304786 0.0029837240248029545 0.0027876157654802606 0.0037101648218760435 -0.00040800622485291502 -7.441118197125751e-06 -0.0035021258285269142 -0.0011495881366863614 0.004718197296791583 0.0023418173603178345 0.00026349524850957098 0.0035567079420831186 0.0048810467220154474
leaf_weight=20 27 20 42 21 21 325 21 30 37 53 32 29 112 25 32 22 45 20 22 29 22 26 43 26 20 22 1812 32 110 23
leaf_count=20 27 20 42 21 21 325 21 30 37 53 32 29 112 25 32 22 45 20 22 29 22 26 43 26 20 22 1812 32 110 23
internal_value=0 0.00229667 0.00180524 0.00189564 0.00176489 0.00186074 0.00165037 0.00177784 0.00363078 0.0024399 0.0024158 0.00245563 0.00162678 0.0024228 0.000852837 0.00179378 0.00247221 0.000456442 0.000222182 0.00054857 0.000140191 0.00147949 -0.000438965 -0.00132428 0.00101548 0.00239142 0.00236586 0.00240531 0.00244055 0.00237364
internal_weight=0 2787 629 609 567 546 488 467 58 2158 2138 2085 437 2056 334 99 77 235 215 188 159 48 111 69 42 2024 2002 1977 1945 1835
internal_count=3121 2787 629 609 567 546 488 467 58 2158 2138 2085 437 2056 334 99 77 235 215 188 159 48 111 69 42 2024 2002 1977 1945 1835
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 1 2 1 50 51 47 48 2 14 16 1 52 52 13 13 131 11 159 15 133
split_gain=10.6327 1.69809 1.13205 0.810879 0.722272 0.470287 0.407955 0.357438 0.336866 0.310813 0.245926 0.210748 0.13755 0.111768 0.150609 0.0927693 0.140085 0.0891525 0.114689 0.098469 0.0858329 0.0804872 0.0788723 0.0853221 0.0878791 0.0761384 0.0760381 0.0756272 0.0940289 0.104799
threshold=0.10538500000000002 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.092235000000000025 0.086920000000000011 0.081075000000000022 0.0053700000000000006 1.0000000180025095e-35 0.11280000000000003 0.14019000000000004 -0.46413499999999996 -0.29154999999999992 0.15964000000000003 -0.56176499999999996 0.056145000000000007 -0.016469999999999995 1.0000000180025095e-35 0.091440000000000007 1.0000000180025095e-35 0.0089800000000000019 0.040760000000000005 0.082925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 15 6 7 11 -6 20 -5 12 -1 14 -14 17 -17 18 -3 -20 22 -13 23 -4 -25 -2 -9 28 29 -23
right_child=1 2 9 10 8 -7 -8 26 -10 -11 -12 21 13 -15 -16 16 -18 -19 19 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0005858676007283527 0.00059687663066351217 0.00037512652937715907 4.3291595812719992e-05 0.00051339946433712723 0.00049634003724024546 0.00035125893874281847 0.00032350110155905643 0.00059985264449142941 0.0002709555652238531 0.00033008996714843408 0.00030759546501199584 0.00061839752629691482 0.00053086252651529274 0.00057706869365016847 0.00036300564611938809 0.00040726446479656339 0.00022584419902454663 0.00011162751760779654 0.00027593032093836223 0.00018059437332890608 -6.0253055585968878e-06 0.0004704911212256593 0.00020782344028645871 0.00024971557413593082 7.6833527484630574e-05 0.00045451879063073325 0.00072856175548890057 0.00057578921301515732 0.00055467640768853076 0.00053698831549613526
leaf_weight=1084 52 21 70 34 82 41 27 25 37 23 65 40 193 203 23 30 36 24 73 97 31 202 25 20 26 20 60 106 185 166
leaf_count=1084 52 21 70 34 82 41 27 25 37 23 65 40 193 203 23 30 36 24 73 97 31 202 25 20 26 20 60 106 185 166
internal_value=0 0.000272927 0.000238511 0.000552115 0.000298227 0.000559423 0.000563111 0.00056594 0.000426263 0.000116017 0.000378276 0.000561124 0.000574206 0.000544035 0.000512989 0.000244006 0.000308308 0.000224266 0.00023842 0.000221533 8.73907e-05 0.000532996 0.000107929 8.64e-05 0.000152 0.000557333 0.000690706 0.000527812 0.000518616 0.000500487
internal_weight=0 667 595 2454 400 2355 2314 2287 119 195 99 2202 1503 419 216 281 66 215 191 170 172 699 141 116 46 72 85 659 553 368
internal_count=3121 667 595 2454 400 2355 2314 2287 119 195 99 2202 1503 419 216 281 66 215 191 170 172 699 141 116 46 72 85 659 553 368
is_linear=0
shrinkage=0.00196078


Tree=8706
num_leaves=31
num_cat=0
split_feature=1 3 15 0 12 44 12 4 474 15 4 150 48 51 2 16 15 12 151 484 0 0 1 4 159 0 13 480 481 4
split_gain=0.0752313 0.022866 0.0221655 0.033999 0.0340404 0.0191631 0.0188783 0.022878 0.0392642 0.0190855 0.0149384 0.015419 0.0142983 0.0146615 0.0140566 0.0232582 0.0263234 0.0183692 0.0241482 0.0127664 0.0137139 0.0232497 0.0145287 0.0126026 0.0122766 0.020922 0.0157327 0.0109438 0.0204351 0.0116887
threshold=0.11146500000000002 -0.049509999999999992 -0.56020999999999987 0.034820000000000011 0.097825000000000009 1.0000000180025095e-35 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.082685000000000022 -0.14098499999999997 -0.093459999999999988 0.10096000000000001 0.088210000000000011 0.092120000000000021 -1.0000000180025095e-35 -0.095869999999999983 -0.064509999999999984 -0.075199999999999989 -0.070679999999999979 -0.11437499999999999 -0.082084999999999977 0.13021500000000003 -0.036839999999999991 0.11109000000000001 -0.062764999999999974 0.05868000000000001 -0.095389999999999989 -0.16595999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 23 -3 4 19 6 7 -1 9 10 -9 -12 13 14 15 16 -13 -16 -19 -4 22 -22 -21 -2 25 -25 -27 -8 -29 -30
right_child=1 2 3 -5 -6 -7 27 8 -10 -11 11 12 -14 -15 17 -17 -18 18 -20 20 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0033559264029263632 0.0040881519256047265 0.0035721492183466369 -0.0012873429502360525 -0.0032576538262550133 -0.0026418829397208848 0.0049450688212263312 0.00047612266372079441 -0.00089306249177422033 -0.0025115146894346585 0.0043009625009164726 -0.00061985916351356245 0.0049091609604335548 -0.00047995771151146898 0.00023999752156669276 0.0030869647177928904 0.0063978596668069557 0.0009724879313669191 0.0035429145023226738 -0.00064782854315126315 0.0013514794906685976 -0.0014857608609923369 0.0014262781909707449 0.0038488877838365933 0.0029626062757376094 0.0037908029854297636 0.0015060022275704527 -0.0016687435570121225 0.0058505906956270344 0.0027238837354616411 0.0019777487624261752
leaf_weight=91 29 26 20 22 26 33 23 22 22 29 24 29 21 32 61 21 41 20 44 66 36 115 36 46 25 37 27 20 1840 237
leaf_count=91 29 26 20 22 26 33 23 22 22 29 24 29 21 32 61 21 41 20 44 66 36 115 36 46 25 37 27 20 1840 237
internal_value=0 0.00122375 0.000763873 0.000536411 0.000815573 0.00255058 0.00251992 0.00193696 0.00158416 0.00184609 0.00162009 0.00180879 0.00202547 0.00223763 0.00253357 0.00347904 0.0026034 0.00184527 0.000661779 0.00114485 0.00133712 0.000732017 0.00223292 0.00219678 0.00179049 0.00133587 0.000166656 0.00264558 0.00266938 0.00263874
internal_weight=0 511 347 321 299 2610 2577 457 366 344 315 293 269 248 216 91 70 125 64 273 253 151 102 164 135 110 64 2120 2097 2077
internal_count=3121 511 347 321 299 2610 2577 457 366 344 315 293 269 248 216 91 70 125 64 273 253 151 102 164 135 110 64 2120 2097 2077
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=31
num_cat=0
split_feature=1 2 48 1447 157 157 4 13 42 15 51 13 3 50 157 1446 13 3 4 43 4 4 0 1209 402 1212 133 133 475 475
split_gain=0.0619886 0.0194143 0.0174165 0.0175804 0.0160421 0.0147113 0.0173109 0.0175179 0.032555 0.0148417 0.0163558 0.0170985 0.0162425 0.0356282 0.0142877 0.0132349 0.0131906 0.0206105 0.01629 0.0169233 0.0152415 0.0232377 0.016654 0.0157178 0.0165816 0.0309313 0.0214202 0.0255264 0.0137255 0.0230033
threshold=0.12000500000000001 0.10188000000000001 0.13438000000000003 -0.074869999999999978 -0.23223999999999997 -0.078754999999999978 -0.50427999999999995 0.10002500000000002 -0.062154999999999995 -0.46743999999999997 -0.26631499999999991 -0.088319999999999996 -0.072624999999999981 -0.46943999999999991 0.12040000000000002 0.11581000000000001 -0.096404999999999991 0.10299500000000002 -0.52556499999999995 -0.52440999999999993 -0.39518999999999993 -0.14098499999999997 -0.07384499999999998 0.083050000000000013 -0.088099999999999984 0.087110000000000007 0.40304500000000004 -0.00094999999999999989 -0.084169999999999981 -0.081774999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 -5 -6 -7 9 -9 -8 12 -12 13 -11 -13 16 -1 18 -18 -20 -21 22 -22 28 26 -26 27 -25 -23 -30
right_child=-2 2 -4 4 5 6 7 8 -10 10 11 14 -14 -15 -16 -17 17 -19 19 20 21 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0032689583943477521 0.00081263268251870592 -0.0010496954229893163 -0.0011299072019755839 0.0040418928008460041 -0.00069918519055301494 0.0047537263128019517 0.0045176767951646902 0.0031193032026058066 -0.001480777818360366 0.0018598930985068104 0.00041806503900209042 0.0022358763288950565 0.00095095890955278835 0.0071716594919764808 -0.00031416770313323167 0.0045996787328342051 -0.00010424742983930089 -0.00089181184303015475 0.0046867804218744561 0.0041921754497601547 0.0020992817971008746 0.0031748943668095013 -0.0016731935525313019 0.0016620206246443559 0.0075015097856521613 0.0023153025124211918 8.9283974375575788e-06 0.0052812819124052404 9.8975431711341324e-05 0.0022398000528147644
leaf_weight=152 334 20 20 35 22 21 23 25 40 28 87 260 21 23 24 27 27 20 31 43 22 148 25 40 23 23 24 38 52 1443
leaf_count=152 334 20 20 35 22 21 23 25 40 28 87 260 21 23 24 27 27 20 31 43 22 148 25 40 23 23 24 38 52 1443
internal_value=0 0.00225429 0.00177524 0.00186762 0.00196342 0.00183669 0.00193776 0.00182639 0.000288484 0.0020409 0.00191231 0.00164463 0.0032916 0.0042554 0.00202038 0.0023997 0.00237156 0.00230193 0.00233488 0.00236932 0.00233113 0.00228759 9.2646e-05 0.00234519 0.00333223 0.00490841 0.00262141 0.00342525 0.00225628 0.00216534
internal_weight=0 2787 649 629 609 574 552 531 65 466 443 371 72 51 284 2138 2111 1959 1939 1912 1881 1838 47 1791 148 46 102 78 1643 1495
internal_count=3121 2787 649 629 609 574 552 531 65 466 443 371 72 51 284 2138 2111 1959 1939 1912 1881 1838 47 1791 148 46 102 78 1643 1495
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 4 2 4 2 14 4 1 2 49 1 1 50 4 1 39 1 43 2 3 3 12 2 0 16 16
split_gain=10.6272 1.73678 0.859082 0.755316 0.678508 0.67594 0.444065 0.34187 0.33278 0.298953 0.289704 0.287533 0.250903 0.146601 0.139036 0.122822 0.116466 0.115038 0.157466 0.104587 0.0965869 0.0921985 0.0904185 0.0899874 0.0948379 0.0892206 0.0815181 0.0788396 0.0747258 0.191528
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.14285500000000004 0.13501500000000002 0.27834500000000006 -1.0000000180025095e-35 0.40124500000000002 0.10497000000000002 0.062655000000000016 -0.062539999999999984 0.09253500000000002 0.089885000000000007 -0.054984999999999992 0.091195000000000012 0.12958500000000003 0.041865000000000006 -0.015039999999999998 0.083345000000000016 0.098220000000000016 0.12000500000000001 0.064745000000000011 0.13501500000000002 0.30112000000000005 -0.017889999999999996 0.090285000000000018 0.31358000000000003 -0.026509999999999995 0.0057500000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 7 13 20 9 15 12 -10 -4 14 -2 28 -8 26 21 25 23 -3 -14 -7 24 -12 -19 -5 -6 -1 -30
right_child=1 3 11 16 27 22 8 -9 10 -11 19 -13 17 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0006773739858159381 0.00043494239646404704 0.00031268971363459928 0.00060043472349815576 0.00014927552772577517 0.00049906966613469492 0.00039661738428648538 0.00062694489176756414 0.00041542356054669895 0.00054516489708832669 0.00076476859248908197 0.00025141050551604328 0.00037669153606366635 0.0006536376368556163 0.00060571691344592194 0.00061798569681571129 0.00041889204296703431 0.00026115429591876349 0.00064588579605127125 0.00047574578039540348 0.00020779319173021041 0.00017850845559670041 0.00057801940474929672 0.00025234960626178792 0.0002437792269537752 0.00039298777290717931 0.00058319419531535893 1.4380593418928923e-05 0.00033958287850629148 0.00049287236432894201 0.00067291895187574825
leaf_weight=1001 23 30 34 61 22 61 24 24 24 85 23 63 382 121 220 20 26 146 38 29 66 74 23 31 87 217 24 26 31 85
leaf_count=1001 23 30 34 61 22 61 24 24 24 85 23 63 382 121 220 20 26 146 38 29 66 74 23 31 87 217 24 26 31 85
internal_value=0 0.000357742 0.000635952 0.000286443 0.000643413 0.0004969 0.000333013 0.000648222 0.00037842 0.000650673 0.000343503 0.000455117 0.000646253 0.00057844 0.000663041 0.000532375 0.000146315 0.000620063 0.000595837 0.000315033 0.00022044 0.000641366 0.000357115 0.000337089 0.000363385 0.000608409 0.000111188 0.000412681 0.000671915 0.000624803
internal_weight=0 673 2448 445 2351 228 334 2303 238 2279 194 97 2194 144 1337 44 111 857 401 170 96 456 84 141 110 363 85 48 1117 116
internal_count=3121 673 2448 445 2351 228 334 2303 238 2279 194 97 2194 144 1337 44 111 857 401 170 96 456 84 141 110 363 85 48 1117 116
is_linear=0
shrinkage=0.00196078


Tree=8709
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 4 47 1 4 0 12 2 34 12 1 49 0 15 47 4 0 12 4 3 16 131 2 15
split_gain=7.12549 1.24383 0.729445 0.564132 0.45246 0.352668 0.236681 0.216713 0.214885 0.213637 0.192339 0.233395 0.170983 0.153223 0.187684 0.133987 0.123801 0.106726 0.10507 0.0911639 0.0885437 0.0860238 0.0677109 0.0666519 0.0625998 0.0616764 0.0594985 0.0550399 0.147258 0.0508885
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088105000000000003 0.11362000000000001 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.09253500000000002 0.0061450000000000003 -0.11173999999999999 0.089410000000000003 0.13754500000000003 -1.0000000180025095e-35 0.13597000000000004 0.086920000000000011 -0.0060549999999999988 -0.14723999999999998 -0.086849999999999997 0.090100000000000013 0.42051500000000003 -0.15599999999999997 0.090455000000000021 -0.52556499999999995 -0.14989499999999997 -0.12029499999999999 0.08844500000000001 0.31358000000000003 -0.45963999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 10 -6 13 19 11 22 -7 14 -4 -14 18 -18 -12 -5 -3 -16 -1 24 -13 -26 -20 28 -15 -23
right_child=1 2 8 9 7 12 -8 -9 -10 -11 16 23 15 27 21 -17 17 -19 26 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00050138940476645525 0.00056962230389372148 0.00029708879057501066 0.00015057227809655768 0.0005917398748444576 0.00053353530502210937 0.00030633152882550278 0.00067273768328877871 0.000342274210367442 0.00037153383578370392 0.00035424063753236921 0.00067937448620796208 0.00067981910638782489 0.00053047584643697041 0.00017336429829582637 0.00038557326021608116 0.00037882761346275399 0.00033653694522067399 0.00049945447322818405 0.00056409480310335499 0.00044628873652031829 0.00040857814453250054 0.00033106619090426199 0.00036329367554143951 0.00056292875925145378 0.0005024515512934484 0.00058856424813271075 0.00049541407117157494 0.00024629511733484616 -1.6263436398231516e-05 0.00020156726501986428
leaf_weight=43 74 190 45 30 69 20 85 34 34 66 20 28 112 74 33 28 22 52 98 37 32 20 20 626 33 1032 96 20 20 28
leaf_count=43 74 190 45 30 69 20 85 34 34 66 20 28 112 74 33 28 22 52 98 37 32 20 20 626 33 1032 96 20 20 28
internal_value=0 0.000329794 0.000300166 0.000557603 0.000362993 0.000564737 0.000571332 0.000470401 0.000225645 0.000433419 0.000567168 0.000574766 0.000475919 0.000204977 0.000252102 0.000500146 0.000520153 0.00045102 0.000544059 0.000511416 0.000313159 0.000308508 0.000457549 0.000579062 0.000588302 0.000585896 0.000530108 0.000152891 0.000133018 0.000255525
internal_weight=0 673 599 2448 325 2315 2155 103 274 133 2070 1782 160 240 126 140 288 74 214 67 222 81 63 1719 1093 1065 194 114 94 48
internal_count=3121 673 599 2448 325 2315 2155 103 274 133 2070 1782 160 240 126 140 288 74 214 67 222 81 63 1719 1093 1065 194 114 94 48
is_linear=0
shrinkage=0.00196078


Tree=8710
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 2 1 14 150 1 12 4 49 39 43 2 47 3 475 3 3 15 52 1 52 0 1
split_gain=6.89958 0.92663 0.724706 0.444693 0.419194 0.3761 0.2699 0.245922 0.23909 0.235099 0.19892 0.192439 0.158434 0.136837 0.127141 0.0965246 0.0933336 0.0780597 0.077007 0.0705428 0.0851047 0.0644226 0.0618889 0.077604 0.0610256 0.0571367 0.0739079 0.0855205 0.0533793 0.0519609
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.14122000000000004 0.077845000000000011 0.076975000000000002 1.0000000180025095e-35 0.089770000000000016 0.087005000000000013 -0.55119499999999988 -0.012034999999999999 0.095830000000000012 -0.016814999999999997 0.092365000000000017 0.08265500000000002 0.084940000000000015 -0.074744999999999992 0.149315 -0.017889999999999996 0.024640000000000006 -0.0080349999999999987 1.0000000180025095e-35 -0.10286999999999999 -0.095504999999999993 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 15 6 -3 29 11 -4 12 21 14 19 -1 -2 22 -13 25 20 -14 -5 23 -9 -23 26 -16 -28 -15 -8
right_child=1 5 9 8 -6 -7 7 16 -10 -11 -12 17 13 28 18 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00080795115567146129 0.00046616562203887629 0.00029415756912609312 0.00063534034755216595 0.00067205706333143135 0.0003994416745940236 0.00024951209863320433 0.0006225363044284032 0.00033551020274698789 0.0004457557870102721 0.00042756285827308578 0.00075434594333561417 0.00056712124934967824 0.00039620535891028306 0.00054694987395230454 0.00065841563768727102 0.00061646213807413331 0.00029162446167708804 0.00039962751811524282 0.00062855270029457721 0.0006259642928864137 0.00056367391480409456 0.00058914158158903523 0.00034718269573561118 0.00047164178101658714 0.00064940414659499257 0.00067419996408152815 0.00069431163463575538 0.00054966191291384088 0.00064201073857715889 0.00048444495700738008
leaf_weight=22 20 90 28 65 74 111 22 21 41 83 75 20 20 25 332 92 31 23 281 23 28 251 40 69 87 802 22 55 248 20
leaf_count=22 20 90 28 65 74 111 22 21 41 83 75 20 20 25 332 92 31 23 281 23 28 251 40 69 87 802 22 55 248 20
internal_value=0 0.000399437 0.000634896 0.000642002 0.00051396 0.000346711 0.000383534 0.000423159 0.000589048 0.000479975 0.000655344 0.00060222 0.000651347 0.000613362 0.000659978 0.000589623 0.000388302 0.000477532 0.000657796 0.000536678 0.000493895 0.000615525 0.000411356 0.000439878 0.000604653 0.000664582 0.000645722 0.00059099 0.000633306 0.000556779
internal_weight=0 590 2531 2420 186 404 293 203 487 111 1933 446 1858 344 1514 112 161 43 1492 71 48 403 130 90 338 1211 409 77 273 42
internal_count=3121 590 2531 2420 186 404 293 203 487 111 1933 446 1858 344 1514 112 161 43 1492 71 48 403 130 90 338 1211 409 77 273 42
is_linear=0
shrinkage=0.00196078


Tree=8711
num_leaves=31
num_cat=0
split_feature=1 3 12 2 12 40 43 374 457 151 12 2 1 4 3 4 12 2 11 43 16 129 43 51 1212 1212 13 43 3 12
split_gain=0.125489 0.0394937 0.0290992 0.0264312 0.0191003 0.0369757 0.0189905 0.0228453 0.0187144 0.0232822 0.018353 0.0171402 0.0154093 0.0144288 0.013944 0.0291528 0.0154165 0.0204181 0.016538 0.0326735 0.0170299 0.0175022 0.018791 0.0196867 0.0188592 0.0295258 0.0184594 0.0214694 0.0225341 0.019543
threshold=0.10293500000000001 0.31299000000000005 -1.0000000180025095e-35 0.11474000000000002 -0.10022999999999999 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 0.080930000000000016 -0.079059999999999978 -0.42850999999999995 0.14122000000000004 0.13332000000000002 0.40124500000000002 0.092670000000000016 -0.059649999999999988 0.11734000000000001 0.10444500000000002 1.0000000180025095e-35 -0.20207499999999998 0.0065250000000000004 0.11234000000000001 0.0016850000000000001 0.081440000000000026 -0.040879999999999993 -0.088009999999999991 0.00084500000000000016 -0.16318499999999997 -0.089089999999999989 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 8 -2 6 7 -6 9 -4 -3 13 -12 14 16 -16 18 -18 20 -20 21 22 24 -24 25 -1 -26 -28 29 -29
right_child=1 10 3 -5 5 -7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0044000910296558568 0.0041947158043394274 0.0023254519238668893 0.0070265952675115503 0.0019178930295265673 0.0021262321900816384 -0.0012860164635794913 0.004728110535957274 -0.0014429996594447982 0.001022448996809544 0.0035297300624626913 0.0010761024285661611 0.0015844937800089034 -0.0017074608995286792 0.00109801807874729 0.0039477008263460334 0.00058203647706911649 0.0040919818440064175 4.7154366396940677e-05 0.0012408750077884179 0.0056799219269020431 0.0030896156351955147 0.0065747222620184016 0.0033760470734353386 0.00073301619211692487 0.0040173455677171011 0.0086244592709200721 0.0042254302198333404 -0.0018419009499484674 0.0037975314921006942 0.0020029008621349933
leaf_weight=78 23 35 21 160 97 47 21 22 26 204 37 41 43 22 62 44 24 26 20 97 375 23 310 31 1043 21 70 20 39 39
leaf_count=78 23 35 21 160 97 47 21 22 26 204 37 41 43 22 62 44 24 26 20 97 375 23 310 31 1043 21 70 20 39 39
internal_value=0 0.00211777 0.002433 0.00292231 0.00147535 0.00114089 0.00195563 0.00146637 0.00356258 0.0038561 0.000415529 0.00361148 -0.000420063 0.00364694 0.00367109 0.00255063 0.00372468 0.00198867 0.00376476 0.00492111 0.00369873 0.00383518 0.00379701 0.00313577 0.00396914 0.00529617 0.00386065 0.00288785 0.00193244 0.000699578
internal_weight=0 736 621 411 210 187 140 119 251 225 115 2385 80 2344 2322 106 2216 50 2166 117 2049 1674 1651 341 1310 99 1211 168 98 59
internal_count=3121 736 621 411 210 187 140 119 251 225 115 2385 80 2344 2322 106 2216 50 2166 117 2049 1674 1651 341 1310 99 1211 168 98 59
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=31
num_cat=0
split_feature=1 3 2 1 1186 0 393 49 12 3 15 11 1185 34 0 124 0 1212 1213 13 1447 159 0 1211 1212 133 1456 13 3 43
split_gain=0.102219 0.0242028 0.0195646 0.0194214 0.0336129 0.0216196 0.0207639 0.0207893 0.0241933 0.0207477 0.0198149 0.0178537 0.0161392 0.0145382 0.0178331 0.0229906 0.0188109 0.0143758 0.0193373 0.0160344 0.0393117 0.0380611 0.0428608 0.0284972 0.0222516 0.0230923 0.0204657 0.0286723 0.0344481 0.0348447
threshold=0.11146500000000002 -0.049509999999999992 0.31358000000000003 0.086920000000000011 0.060550000000000007 -0.23194499999999998 0.088255000000000014 -0.15302999999999997 0.085495000000000015 -0.042499999999999989 0.13592500000000005 0.083010000000000014 0.085905000000000009 -0.038779999999999995 -0.074824999999999989 0.0026500000000000004 -0.10474999999999998 0.11796000000000001 0.12439000000000001 -0.085384999999999975 -0.085539999999999991 -0.018454999999999996 -0.086409999999999987 0.087635000000000005 0.058525000000000008 -0.0077049999999999992 -0.0083149999999999977 -0.085964999999999986 -0.081734999999999988 -0.085739999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 5 6 -1 7 -5 9 -9 11 12 17 -3 16 -16 -15 19 -19 21 -21 22 -7 24 26 -26 -23 28 29 -28
right_child=1 2 -4 4 -6 10 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0065558205713473622 0.00264099518661657 -0.00014785432151325471 -0.0016514519307668748 0.0058275291643274784 -0.00099522306421852627 0.0044126960139026427 0.0060644088929984723 -0.00029623137520892284 0.0031690857185784974 0.0023059461297102314 0.0011819939916243867 0.00040905822883360084 0.0049852748727610722 0.0015467657521763944 0.0034504365265027185 -0.00012249640295403485 -0.0011225651766201764 0.0031763700637966394 0.0072414202642076741 -5.9715267286121262e-05 0.0032110748879788662 0.0013603785504875262 0.0094643183814531028 0.0066183184962719677 0.0031531687558922191 -0.0014929326355922969 0.0028741266923524174 0.00017922421074694113 0.0028866236806005387 0.0064161214580608214
leaf_weight=21 164 53 23 22 23 71 20 35 441 246 42 20 63 132 83 23 33 25 22 38 1114 42 22 25 23 20 42 21 130 82
leaf_count=21 164 53 23 22 23 71 20 35 441 246 42 20 63 132 83 23 33 25 22 38 1114 42 22 25 23 20 42 21 130 82
internal_value=0 0.00163992 0.00116679 0.00318654 0.00277137 0.00336577 0.00288476 0.00279928 0.00270701 0.00198183 0.00332859 0.00337982 0.00341396 0.00136685 0.00166309 0.00267518 0.0010129 0.00335493 0.00507916 0.00330522 0.00310318 0.00379212 0.0056077 0.00335355 0.00312683 0.000992191 0.00341639 0.0037304 0.004024 0.00521641
internal_weight=0 511 347 2610 787 1823 764 744 722 281 1802 1760 1740 324 271 106 165 1677 47 1630 1152 478 93 385 360 43 317 275 254 124
internal_count=3121 511 347 2610 787 1823 764 744 722 281 1802 1760 1740 324 271 106 165 1677 47 1630 1152 478 93 385 360 43 317 275 254 124
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 4 1 2 457 2 4 475 10 132 133 0 15 0 156 48 4 0 158 4 13 4 3 43
split_gain=4.56645 0.571575 0.522365 0.415416 0.307285 0.259941 0.154688 0.134024 0.128475 0.102788 0.108926 0.0829785 0.077447 0.0721439 0.065199 0.0593696 0.0577509 0.0571816 0.111394 0.0734545 0.0817016 0.0564164 0.065468 0.188683 0.0538773 0.0608439 0.0533899 0.0514769 0.0489197 0.0440584
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.10045500000000002 0.088105000000000003 0.076975000000000002 0.40473500000000007 0.092845000000000025 0.14960000000000004 0.080930000000000016 0.17025000000000004 0.033845000000000007 -0.069854999999999987 -0.38124499999999995 0.090145000000000017 0.089405000000000012 -0.11173999999999999 -0.097454999999999986 -0.079119999999999982 -1.0000000180025095e-35 0.093265000000000015 -0.17966999999999997 -0.060129999999999996 0.085030000000000008 0.26450500000000005 -0.004174999999999999 -0.020529999999999996 0.30112000000000005 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 15 12 -7 -4 10 13 26 17 -6 -13 16 28 18 -1 -19 -21 22 -22 -24 25 -14 -5 -20 -3 -10
right_child=1 3 8 11 9 7 -8 -9 29 -11 -12 14 24 -15 -16 -17 -18 19 27 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049386771057572808 0.00041699538015806836 0.00024521736000912434 0.00037505795493639047 0.00012377994648100386 0.00044913671875347069 0.00037271188030564063 0.0005166734617088961 0.00022374883703678763 0.00026366516687265377 0.0002543099294100547 0.00027421297416340177 0.00011405583370623051 0.00038580027666444146 0.0003786320477724531 -3.0474664332966012e-05 0.00010380864068044021 0.00014389365132358645 0.00044044535497653588 0.00040384986821342917 0.00051941056578767061 0.00046619641809509348 0.00030735720300950679 0.00041114014420526188 0.00022684041083570434 0.00045689753103454555 0.00026869844024380045 0.00021093398351734995 0.00028374243877836712 0.00017289178468081842 0.0001575414231351388
leaf_weight=23 52 153 37 88 66 69 75 35 53 26 34 30 116 361 20 20 37 1175 23 25 65 22 299 23 33 20 39 34 47 21
leaf_count=23 52 153 37 88 66 69 75 35 53 26 34 30 116 361 20 20 37 1175 23 25 65 22 299 23 33 20 39 34 47 21
internal_value=0 0.000220691 0.000412246 0.000201717 0.000418279 0.000239869 0.000429369 0.00032258 0.000280719 0.00037426 0.000381025 0.000123905 0.000425845 0.00038953 5.62436e-05 0.000206398 0.000215056 0.00042985 0.000378684 0.000432394 0.000410595 0.000403943 0.000409434 0.000397976 0.000385825 0.000368579 0.000150544 0.000332207 0.000228221 0.000233549
internal_weight=0 590 2531 538 2420 361 1933 104 111 487 461 177 1858 427 50 257 237 1689 80 1609 434 409 387 322 169 136 127 57 200 74
internal_count=3121 590 2531 538 2420 361 1933 104 111 487 461 177 1858 427 50 257 237 1689 80 1609 434 409 387 322 169 136 127 57 200 74
is_linear=0
shrinkage=0.00196078


Tree=8714
num_leaves=31
num_cat=0
split_feature=4 2 149 12 15 10 2 2 0 2 4 3 52 0 1447 159 1212 42 1209 131 51 13 403 3 402 13 13 13 4 403
split_gain=0.102578 0.0331632 0.0218835 0.0204851 0.0250929 0.0201382 0.018788 0.0185023 0.0200442 0.0165302 0.0160556 0.0226301 0.0218651 0.0184546 0.0178505 0.0258229 0.0194739 0.0284942 0.022351 0.0265493 0.0168735 0.0167449 0.0155837 0.0405328 0.0160405 0.0222341 0.0319275 0.024065 0.0215347 0.0372716
threshold=0.27287000000000006 0.12043500000000001 0.077335000000000015 -0.010834999999999999 -0.14601999999999996 -0.079859999999999987 -0.090999999999999984 0.097070000000000004 -0.019414999999999998 -0.080614999999999978 -0.082249999999999976 0.092670000000000016 -0.07167999999999998 -0.046359999999999991 -0.085804999999999979 -0.085179999999999992 0.089995000000000019 -0.015274999999999999 0.083050000000000013 0.094300000000000009 0.088210000000000011 -0.0034749999999999994 -0.53101999999999994 -0.081164999999999987 0.012085000000000002 -0.088464999999999988 -0.096404999999999991 -0.091904999999999987 -0.078439999999999996 0.23383500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 -6 8 -8 -5 14 13 -13 22 -11 -16 18 21 -17 -20 -14 -18 23 -12 25 26 -24 -28 29 -26
right_child=2 -3 -4 9 6 -7 7 -9 -10 10 11 12 20 -15 15 16 17 -19 19 -21 -22 -23 24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0053372600532990569 -0.0010483205128156651 0.0018450995856605938 0.0039501145863423837 0.0058668531817384073 -0.00084223756460811603 0.0013750511053523286 0.0040165217367757579 0.0010048497136913414 0.00086334214512524864 0.0013566270222767228 0.0039709716759663187 0.0034742688191780713 0.0018156924848881319 0.00025685196298928488 0.00735034555895254 0.0037106287495314765 0.0050729711030726328 -0.00094601208166707131 0.0087544322293251747 0.0038662468427792191 -0.0018851178020916203 0.0014314492314082125 0.0037432457754158809 -0.0012187834962754064 0.0080899327692966309 0.0033391766448419404 -0.00083382901669080782 0.0022564136423170568 0.0035268799065053696 0.0026336110679299704
leaf_weight=24 39 187 29 25 22 284 72 69 28 31 34 34 28 21 20 493 28 21 20 25 22 23 73 27 31 1134 42 63 151 21
leaf_count=24 39 187 29 25 22 284 72 69 28 31 34 34 28 21 20 493 28 21 20 25 22 23 73 27 31 1134 42 63 151 21
internal_value=0 0.00313105 0.0013187 0.00322418 0.00228959 0.00108245 0.00190664 0.00226448 0.00313363 0.00330907 0.00328177 0.00311759 0.00151776 0.00320173 0.00369932 0.00381459 0.00369866 0.00215417 0.00390536 0.00603877 0.000187336 0.00343072 0.00324097 0.00167387 0.00330407 0.00317608 0.00213702 0.00102032 0.00413129 0.00588642
internal_weight=0 2769 352 2582 215 323 191 169 100 2367 2342 1681 84 1597 661 630 610 72 538 45 50 51 1576 61 1515 1312 178 105 203 52
internal_count=3121 2769 352 2582 215 323 191 169 100 2367 2342 1681 84 1597 661 630 610 72 538 45 50 51 1576 61 1515 1312 178 105 203 52
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 2 2 2 4 1 52 47 131 43 14 3 1 1 2 51 4 16 0 150 16
split_gain=9.83344 1.53926 0.971619 0.928039 0.547688 0.470887 0.340862 0.325357 0.300719 0.298626 0.230984 0.225734 0.192696 0.181583 0.122533 0.109036 0.10102 0.0777009 0.0772921 0.077096 0.0765819 0.0743536 0.0692452 0.199472 0.068388 0.0618895 0.0726308 0.0559938 0.0637647 0.0843453
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 0.089885000000000007 0.10672500000000001 0.14285500000000004 0.27834500000000006 0.090540000000000023 -0.56176499999999996 0.090100000000000013 0.09031500000000002 -0.080324999999999994 0.096015000000000017 -0.017889999999999996 0.11588000000000001 0.088975000000000012 0.097845000000000015 0.11144500000000002 0.038415000000000012 -0.12029499999999999 -0.23091999999999999 0.08926000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 16 6 8 12 10 -5 14 21 13 -4 24 -12 27 -2 -11 -10 -15 -6 25 -24 -1 -17 -27 -3 -29 -30
right_child=1 2 7 9 11 -7 -8 -9 19 18 15 -13 -14 20 -16 22 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00061805929241696815 0.00063250910896383628 0.00037300072313434831 0.00032953890568453604 0.00056355621154401819 0.00058774433664831466 0.00039626135465345083 0.00036002826554323337 0.00036672284757169619 0.00074640328129822319 0.00036539170263456605 0.00065931837413305808 0.00032382040422837609 0.00010288201610985842 0.00024992238970354984 0.0005669756263208275 0.00057646628208796841 0.00039975144726069848 0.00049538382517746071 0.00022074485325491896 0.00061521810019887931 0.00013507759451557034 0.0004620096121100677 0.00035164964282909014 0.00057529136455139083 0.00052155079049303211 0.00057392529979282596 0.00049881319752803036 0.00029189877678433517 0.00029154826567815242 0.00011581027920311795
leaf_weight=1063 47 23 39 28 40 48 24 37 61 49 45 28 99 33 245 545 33 24 20 24 69 33 23 46 29 98 100 126 21 21
leaf_count=1063 47 23 39 28 40 48 24 37 61 49 45 28 99 33 245 545 33 24 20 24 69 33 23 46 29 98 100 126 21 21
internal_value=0 0.000313104 0.0002809 0.000580722 0.000353624 0.000588477 0.000592483 0.000195574 0.000594931 0.00039277 0.000590498 0.000473496 0.000169188 0.000215743 0.000606605 0.000565368 0.000299574 0.000586157 0.000323465 0.000709363 0.000172233 0.000530905 0.000560162 0.000500744 0.000615496 0.00056568 0.00053599 0.000282266 0.000269844 0.000203679
internal_weight=0 673 602 2448 325 2351 2303 277 2279 97 2194 101 240 141 1337 857 224 71 69 85 102 73 812 69 1092 743 198 191 168 42
internal_count=3121 673 602 2448 325 2351 2303 277 2279 97 2194 101 240 141 1337 857 224 71 69 85 102 73 812 69 1092 743 198 191 168 42
is_linear=0
shrinkage=0.00196078


Tree=8716
num_leaves=31
num_cat=0
split_feature=1 3 123 40 43 130 3 12 9 4 15 151 0 39 0 10 49 11 51 13 16 52 16 159 1419 1446 1373 3 1375 151
split_gain=0.115992 0.0362984 0.0250991 0.0230463 0.0236034 0.020403 0.0215885 0.0194179 0.0182267 0.0176856 0.0329206 0.0238857 0.0173206 0.0246252 0.0157037 0.0153752 0.0149774 0.0144353 0.0163804 0.014072 0.0139236 0.0170913 0.0168838 0.0490999 0.0158593 0.0157444 0.0208212 0.0154543 0.0167372 0.01843
threshold=0.10293500000000001 0.31370500000000007 0.083805000000000004 -0.063404999999999989 -0.070064999999999975 -0.076894999999999977 -0.24190499999999995 -0.42850999999999995 -1.0000000180025095e-35 -0.013514999999999998 -0.026084999999999994 0.050660000000000004 -0.040504999999999992 1.0000000180025095e-35 0.22582000000000002 -0.086389999999999981 -0.058769999999999996 1.0000000180025095e-35 0.10876000000000001 -0.0075049999999999987 0.013515000000000001 -0.13993999999999998 0.083160000000000026 0.050895000000000003 0.088135000000000005 0.11018500000000002 0.081220000000000014 0.092670000000000016 -0.15308499999999997 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 5 4 19 -2 -7 -3 -8 -10 11 12 13 16 15 -1 -11 20 -19 -4 21 -17 23 -22 25 26 27 28 -23 -30
right_child=1 7 3 -5 -6 6 8 -9 9 10 -12 -13 -14 -15 -16 17 -18 18 -20 -21 22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00065498725052748341 0.0005708700437874844 0.0021284957017217365 0.0016191116183648234 -0.0020348992291837932 0.0047731427836697551 0.0051529336636627308 -0.00027162417259422086 -0.00077038800407214746 0.0038085559854932529 -0.00025973103627620732 -0.00041439587703758949 0.0058210041759277536 -0.00022873454092239791 0.0057999278094781484 0.00066918178261922943 0.0051101103195833279 0.0026684144029470347 0.005014081071334376 0.0020080967396180231 -0.0011029681637107084 0.0029059251353222258 0.0058490068125989173 0.0032273773265625917 -0.0023087677019445795 0.00064620870165526872 0.0057492434179099898 0.0012914298921047746 0.0016689195892023339 0.0020618510238342596 0.0035851528176264365
leaf_weight=20 45 35 91 20 20 36 21 68 112 20 38 23 22 23 21 64 138 103 22 24 84 31 336 23 20 30 44 45 84 1458
leaf_count=20 45 35 91 20 20 36 21 68 112 20 38 23 22 23 21 64 138 103 22 24 84 31 336 23 20 30 44 45 84 1458
internal_value=0 0.00195563 0.00223891 0.00113311 0.00160245 0.00259748 0.0028081 0.00021467 0.00259547 0.0027556 0.0023089 0.0027668 0.00242075 0.00274279 0.0033917 0.00341589 0.00229776 0.00343945 0.00448503 0.00105103 0.00338055 0.00350565 0.002879 0.00178501 0.00344567 0.00347876 0.00343778 0.00349615 0.00354842 0.00350217
internal_weight=0 736 633 155 135 478 433 103 397 376 264 226 203 181 2385 2364 158 2344 125 115 2219 1776 443 107 1712 1692 1662 1618 1573 1542
internal_count=3121 736 633 155 135 478 433 103 397 376 264 226 203 181 2385 2364 158 2344 125 115 2219 1776 443 107 1712 1692 1662 1618 1573 1542
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 4 47 14 15 2 52 2 3 13 0 2 3 12 43 0 16 42 14 157 16 3
split_gain=11.5208 1.39276 1.21329 1.13138 0.778175 0.478669 0.440284 0.436621 0.329455 0.303695 0.192126 0.185957 0.170391 0.153532 0.142123 0.159677 0.205094 0.139571 0.115496 0.109606 0.106125 0.110412 0.104897 0.101854 0.0832661 0.0804851 0.0745195 0.0763972 0.106125 0.0801568
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.090285000000000018 0.40124500000000002 0.13082500000000002 -0.16363499999999997 0.033845000000000007 0.077555000000000013 0.076175000000000007 0.13592500000000005 0.11389000000000002 1.0000000180025095e-35 0.10381000000000001 -0.0037349999999999996 -0.0030199999999999997 -0.13027499999999997 0.10882500000000002 0.31370500000000007 -0.42850999999999995 -0.0065949999999999993 -0.093584999999999988 -0.073404999999999984 0.086665000000000006 0.062655000000000016 -0.080299999999999996 -0.013024999999999998 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 10 11 -5 20 -6 12 13 18 23 26 15 16 -10 -2 -4 -19 25 -22 -21 -7 -25 -3 27 -1 29 -29
right_child=1 7 5 6 8 9 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 22 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00048167643447717028 0.00027235136187657785 0.0002497179296966918 0.00054086872208092469 0.00058707508055302578 0.00062104938369171288 0.00071821394650375145 0.00033697382991317829 0.00041592312291219584 0.00035786273030249808 0.00053839143026026821 0.00073970717041432353 0.00079478039918348307 0.0004631435474776246 0.00041923994070612917 0.00054225114131312992 0.00029429230993404423 0.00056672288817079632 0.00049542197720238977 0.00067072179494326485 0.00021000512930400233 0.00017089191799849466 1.0820805619776279e-05 0.00037299676978287579 0.00065536835741733057 0.00061194454228062254 0.00013251695758434854 0.00071318304275765131 0.00059289523916159826 0.00066282639191264203 0.00044721236160280656
leaf_weight=23 158 41 27 109 31 52 36 26 51 171 35 46 23 20 23 55 28 20 1068 20 30 37 63 273 449 50 20 53 63 20
leaf_count=23 158 41 27 109 31 52 36 26 51 171 35 46 23 20 23 55 28 20 1068 20 30 37 63 273 449 50 20 53 63 20
internal_value=0 0.000321977 0.000626238 0.000386111 0.000530266 0.000645442 0.000524981 0.000180464 0.000436328 0.000613371 0.000605737 0.000672651 0.000629458 0.000582175 0.000399854 0.000375413 0.000431889 0.000308961 0.00066752 0.00036512 0.000141718 8.24944e-05 0.000333722 0.0006344 0.000628364 0.000185322 0.00060038 0.000586191 0.000603866 0.000552982
internal_weight=0 590 2531 406 422 2109 145 184 188 968 234 1141 797 199 157 134 79 261 1095 103 158 67 83 774 722 91 179 159 136 73
internal_count=3121 590 2531 406 422 2109 145 184 188 968 234 1141 797 199 157 134 79 261 1095 103 158 67 83 774 722 91 179 159 136 73
is_linear=0
shrinkage=0.00196078


Tree=8718
num_leaves=31
num_cat=0
split_feature=1 3 123 48 51 2 123 40 43 157 16 2 48 52 4 16 4 157 3 50 3 0 484 1 3 3 11 41 16 4
split_gain=0.129546 0.0369974 0.0262901 0.0205344 0.0311824 0.0240419 0.0245819 0.0194311 0.0197721 0.0193965 0.0215951 0.016273 0.0153635 0.0147729 0.0145005 0.014054 0.0273739 0.0329045 0.0189307 0.0218648 0.0164095 0.0167549 0.0179 0.0166977 0.014944 0.0199972 0.0141853 0.0134846 0.0163902 0.0131079
threshold=0.10293500000000001 0.31299000000000005 0.083805000000000004 0.14174500000000004 0.14122000000000004 0.12043500000000001 -1.0000000180025095e-35 -0.063404999999999989 -0.070064999999999975 -0.0021849999999999994 -0.071854999999999988 0.14122000000000004 0.10990500000000002 0.0060650000000000009 0.40124500000000002 -0.11118499999999999 0.022185000000000003 -0.013599999999999999 -0.0025099999999999996 -0.096124999999999988 -0.091869999999999993 -0.084384999999999988 -0.0082299999999999995 0.089770000000000016 0.10299500000000002 0.12745000000000004 0.095720000000000013 0.078065000000000009 -0.27167499999999994 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 6 -2 8 -4 -7 -11 14 -8 -3 15 20 24 -18 19 -19 27 22 -22 -24 26 -26 29 28 -1 -17
right_child=1 13 7 -5 -6 9 12 -9 -10 10 -12 -13 -14 -15 -16 16 17 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00490691521554254 -0.00029072201235976538 -0.00036672729861781099 0.0011491391249570449 0.00023967324335488584 0.0063322331327945007 0.0040114945705863646 0.0031334620919139309 -0.0016860629804432391 0.0045558031898690387 0.0015779897868496312 -0.0022991063934750858 0.001588567972705677 0.0059385642647698878 0.0020773651582809789 0.0010429106308120855 0.0048307291485582835 -0.0014700965079966757 0.0040240475950512767 0.0056295336328912524 0.001006981470659255 0.0052462002108804888 0.0066274762677494443 0.0035103404840607366 0.00064617295793141245 -0.00041494864549133042 0.0040033224876970053 0.0010218084766529501 0.0036808867311186114 0.0087830418162047879 0.003636099550016494
leaf_weight=24 20 79 115 31 25 20 278 20 20 51 20 41 21 36 22 97 21 41 20 58 50 20 134 24 21 20 20 23 20 1729
leaf_count=24 20 79 115 31 25 20 278 20 20 51 20 41 21 36 22 97 21 41 20 58 50 20 134 24 21 20 20 23 20 1729
internal_value=0 0.00204595 0.00235105 0.00272631 0.00290351 0.00269445 0.00310344 0.00122288 0.00165383 0.00126072 0.00048585 0.00356361 0.00333048 0.00039838 0.00359816 0.00362237 0.00352851 0.00217935 0.00282337 0.00225647 0.00426726 0.00386295 0.00359713 0.00307528 0.00362861 0.00174031 0.00367055 0.00564309 0.00666879 0.00369956
internal_weight=0 736 621 466 435 410 319 155 135 91 71 2385 299 115 2344 2322 2027 140 119 99 295 228 208 158 1887 41 1846 67 44 1826
internal_count=3121 736 621 466 435 410 319 155 135 91 71 2385 299 115 2344 2322 2027 140 119 99 295 228 208 158 1887 41 1846 67 44 1826
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=31
num_cat=0
split_feature=1 1 3 133 402 49 15 15 13 394 52 4 43 3 3 40 42 1208 43 1211 1211 401 2 52 160 50 50 15 50 479
split_gain=0.104932 0.0314917 0.022306 0.0200972 0.0182897 0.0158924 0.0220337 0.0211683 0.0138399 0.0370178 0.0255841 0.0295764 0.0231895 0.0163296 0.0362749 0.0155198 0.0136772 0.0282101 0.0240583 0.0185826 0.0153302 0.0163776 0.0121019 0.0132484 0.0118074 0.0117398 0.0244771 0.0289422 0.0191314 0.0186071
threshold=0.10293500000000001 0.13707500000000003 -0.028564999999999997 0.089200000000000015 0.081585000000000019 -1.0000000180025095e-35 -0.30407999999999996 -0.43375999999999998 0.0061450000000000003 -0.08151499999999999 0.40674500000000008 -0.50262499999999988 -0.53814999999999991 -0.14477499999999996 -0.10831999999999999 -0.010334999999999999 0.11387000000000001 0.099975000000000008 -0.03898999999999999 0.11789500000000001 0.11013500000000002 -0.14320999999999998 0.093320000000000014 0.047850000000000011 0.087570000000000023 0.10917 0.13276000000000002 -0.0079099999999999986 0.11368500000000002 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 24 -3 7 -7 13 -10 11 -11 -13 -1 -15 22 19 18 -18 20 21 -17 -16 -24 -2 29 27 28 -27 -23
right_child=1 5 3 -5 -6 6 -8 -9 9 10 -12 12 -14 14 15 16 17 -19 -20 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0049079093856092982 0.0029005925855850635 -0.0014192661037668586 0.0019096699804180485 -0.00055059169359370386 0.00021424655618223674 0.0013985129128406314 0.00298957634395698 -0.0017542179126073334 -0.0015403709746897223 0.0068271013814955959 -0.00049972658356030786 0.0056570801405339613 0.0025883844387239413 -0.00031400955964012875 0.0033536607372509535 0.0062918499112129215 -0.00048510713716717191 0.0047395927332170113 0.0027275288776893703 0.0060103413135428651 0.0007903462191197005 0.0034470517966069822 -6.8328804669103458e-05 0.0031087829867222656 0.005435128177050501 0.00082132630266035754 0.0047222481648388666 -0.00092727811555458426 0.0040672652962435362 0.0060497053233640533
leaf_weight=62 227 31 263 38 24 57 42 34 20 20 21 27 280 28 43 20 37 38 63 28 22 1449 35 21 20 30 38 29 46 28
leaf_count=62 227 31 263 38 24 57 42 34 20 20 21 27 280 28 43 20 37 38 63 28 22 1449 35 21 20 30 38 29 46 28
internal_value=0 0.00184135 0.00219161 0.00159907 0.00284974 0.000619736 0.00109499 0.00022057 0.00320725 0.00264329 0.00288373 0.00310101 0.00285827 0.00331014 0.00325947 0.0033114 0.00337744 0.00242022 0.00153885 0.0034556 0.00341256 0.00344774 0.00209192 0.00112309 0.00310582 0.00341263 0.00254747 0.00176041 0.00278597 0.00349639
internal_weight=0 736 572 301 271 164 133 91 2385 368 348 327 307 2017 1955 1927 1828 138 100 1690 1662 1640 99 56 247 1620 143 105 76 1477
internal_count=3121 736 572 301 271 164 133 91 2385 368 348 327 307 2017 1955 1927 1828 138 100 1690 1662 1640 99 56 247 1620 143 105 76 1477
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 1 0 1 150 13 12 4 50 3 1 40 47 1 399 40 15 0 4 157
split_gain=7.11373 1.09954 0.603926 0.56931 0.39704 0.357389 0.256864 0.229519 0.224599 0.205258 0.193224 0.117186 0.12202 0.0964331 0.087201 0.0849444 0.0772803 0.102487 0.0732567 0.0619358 0.0590181 0.058468 0.0550072 0.0513121 0.0500681 0.0462607 0.0448729 0.0788038 0.0733502 0.0429178
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10731 0.09253500000000002 0.14122000000000004 0.089770000000000016 -0.095504999999999993 0.122715 1.0000000180025095e-35 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.041865000000000006 0.12745000000000004 0.13075500000000004 -0.077474999999999988 0.08265500000000002 0.097525000000000014 0.091580000000000009 -0.063404999999999989 -0.15914499999999995 -0.11173999999999999 0.022185000000000003 -0.066144999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 21 11 -8 -4 14 16 22 -2 23 25 17 -1 -6 -17 -5 -3 -13 -7 29 -10 -19 28 -28 -18
right_child=1 4 9 20 18 10 8 -9 15 -11 -12 12 -14 -15 -16 19 24 26 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0007838207677192654 0.00060641796635392368 0.00033292198615070181 0.00059416033628352646 0.00041068920756087582 0.00019875286025256892 0.00058930810285614263 0.00050517523132269317 0.00074432252188064998 0.00039260730325915976 0.00040511932007219423 0.00045063651292903293 0.00046433497298035265 0.00062012155960984821 0.00047989298889893306 0.00048442149728255245 0.00037726997567408559 0.00052630572147618709 0.00072229066315819231 0.00032524750262295603 0.00049287293221102365 0.00029564077260765532 0.00023612148009565602 0.0005866302317780967 0.00065034149470282539 0.00071311564860390686 0.00030728021729833633 0.00051766072100215303 0.00065093582036466959 0.00064465633080156286 0.00061794844182098605
leaf_weight=22 115 47 34 60 75 307 62 79 36 63 41 31 265 29 27 49 21 31 23 28 24 49 26 64 20 76 34 1042 36 305
leaf_count=22 115 47 34 60 75 307 62 79 36 63 41 31 265 29 27 49 21 31 23 28 24 49 26 64 20 76 34 1042 36 305
internal_value=0 0.00039538 0.000623001 0.000506104 0.00033865 0.000629257 0.000369775 0.000640841 0.000402768 0.000471381 0.000578804 0.000636381 0.000602419 0.000580937 0.000592007 0.000369174 0.000643618 0.00065126 0.00022844 0.000419307 0.000377818 0.000283513 0.000520119 0.000599837 0.000617887 0.000334707 0.000648709 0.000646658 0.000582973 0.000612045
internal_weight=0 673 2448 228 445 2351 347 1912 251 97 439 1833 322 144 398 189 1511 1165 98 77 84 96 57 371 346 112 1143 1112 70 326
internal_count=3121 673 2448 228 445 2351 347 1912 251 97 439 1833 322 144 398 189 1511 1165 98 77 84 96 57 371 346 112 1143 1112 70 326
is_linear=0
shrinkage=0.00196078


Tree=8721
num_leaves=31
num_cat=0
split_feature=1 52 11 52 48 43 132 12 456 0 96 2 3 133 39 51 12 131 10 0 12 1 10 45 124 15 15 14 0 4
split_gain=0.110749 0.0315508 0.0253776 0.0211978 0.0201502 0.0204428 0.015879 0.0166328 0.0160474 0.0150989 0.0148109 0.0150528 0.016371 0.0247988 0.0156372 0.0207572 0.0169564 0.0147968 0.0142321 0.0130685 0.016156 0.0129681 0.012764 0.014554 0.0125817 0.0124491 0.0122043 0.0126088 0.0250199 0.040847
threshold=0.10337500000000001 -0.40967499999999996 -1.0000000180025095e-35 0.19022000000000003 0.15372000000000002 -0.24021999999999996 -0.076764999999999986 0.12757000000000002 0.090345000000000009 0.22582000000000002 0.084000000000000019 0.10803500000000001 -0.014944999999999998 0.085635000000000003 0.10076500000000001 -0.085989999999999997 0.092255000000000018 0.091440000000000007 -0.010699999999999999 -0.18901999999999997 -0.093619999999999995 0.11588000000000001 -0.086389999999999981 0.081955000000000014 -0.076779999999999987 -0.091184999999999988 0.13592500000000005 0.062655000000000016 -0.13455999999999999 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 17 -3 4 5 -4 -7 8 10 22 11 12 21 25 15 -13 19 -2 -12 -17 -21 -8 -1 24 -24 -14 27 28 29 -26
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 18 14 13 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00089575427293311818 0.0044702377566483934 -0.0017789086648554075 0.0045589184667915103 0.0035782362373235326 -0.0012557662780518118 -0.0010627063116338659 0.0052236753623796312 -0.0010762380331289024 -0.00054324598604580385 0.00071818945885059385 0.0021608150925021617 -0.0010296187503263355 0.0050200186627493669 -0.00055120276117052601 -0.00033382353831257205 0.0044978911606449404 -0.00040197112597525116 0.0013707387703470887 -0.0015249961098148064 0.0048182278838274743 0.0018116254370155124 0.0026414579965136444 0.0021983885717001767 0.0058827067444023363 -4.2191210185300637e-06 0.0015728086147282737 0.0019071417243685573 0.0047116068023042093 0.0035162708326753078 0.0040684641733684619
leaf_weight=20 67 20 25 63 23 21 41 20 26 21 20 20 22 26 32 32 20 20 22 21 120 37 83 24 53 20 50 81 2025 46
leaf_count=20 67 20 25 63 23 21 41 20 26 21 20 20 22 26 32 32 20 20 22 21 120 37 83 24 53 20 50 81 2025 46
internal_value=0 0.00197246 0.00172632 0.00184106 0.00164134 0.00176827 0.00162873 0.00174673 0.00186973 0.00338786 0.00201462 0.00220631 0.00301007 0.00187596 0.00172733 0.00203699 0.00235477 0.00375771 0.000230152 0.00267347 0.00225942 0.00399878 0.00341139 0.00343269 0.00340754 0.00337849 0.00345205 0.00348708 0.00344038 0.00188814
internal_weight=0 718 631 611 548 525 500 479 459 2403 433 391 146 68 245 213 193 87 42 173 141 78 2382 2362 2338 42 2255 2205 2124 99
internal_count=3121 718 631 611 548 525 500 479 459 2403 433 391 146 68 245 213 193 87 42 173 141 78 2382 2362 2338 42 2255 2205 2124 99
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=31
num_cat=0
split_feature=4 2 1 150 3 3 403 150 0 1 0 3 2 1429 1444 1454 1446 474 13 51 475 3 1 52 481 403 403 4 1211 16
split_gain=0.0926357 0.0310233 0.023931 0.0249356 0.0225422 0.0214667 0.0184208 0.018019 0.0171905 0.0158143 0.0148035 0.0152606 0.0146007 0.0224671 0.0214353 0.0212051 0.0211226 0.0206368 0.0349896 0.0229791 0.0240727 0.0196522 0.0202858 0.0168621 0.0224211 0.0212748 0.0277798 0.0271265 0.0263489 0.0224037
threshold=0.27044500000000005 0.17025000000000004 0.090540000000000023 1.0000000180025095e-35 0.63141500000000017 -0.083654999999999993 -0.52336499999999997 -0.075789999999999982 -0.16360999999999995 0.093575000000000019 -0.23194499999999998 0.10732000000000001 0.08647500000000001 0.084770000000000012 -0.083144999999999983 0.090210000000000026 0.086015000000000008 0.083685000000000023 -0.086254999999999984 -0.087719999999999979 -0.066784999999999983 -0.15956499999999998 0.085110000000000005 0.10611000000000001 -0.087424999999999989 -0.5335399999999999 -0.015394999999999997 -0.082249999999999976 1.0000000180025095e-35 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 -2 -5 -4 -8 -9 -7 -1 12 13 15 -14 16 23 21 -19 -20 -21 -16 -23 24 -12 -26 27 -27 -29 -28
right_child=4 -3 3 5 -6 9 7 8 -10 -11 11 -13 14 -15 17 -17 -18 18 19 20 -22 22 -24 -25 25 26 29 28 -30 -31
leaf_value=0.0056409672843680406 0.0014481838031771485 -9.3410622194465819e-05 -1.9666879564862361e-05 -0.0016457562572395547 -0.0020050035882741217 0.004386804864874908 0.0008867184440896381 0.0057033203998192528 0.0029621091850136707 0.0014210373703041114 0.0005638186957433142 0.00063610154271979513 -0.00012939798206471924 0.0003114751928175489 0.0053215074833602681 0.00050279616067806885 0.0057978512734458178 0.0069407205443095532 0.0053151576611928132 0.0033036185512901289 -0.00045642348538552015 0.0028406387851539739 6.1170322199662538e-05 0.0013038041381796281 0.0063222630255040718 0.0035106331847552944 0.0052435979218423759 0.0025935109128477057 -0.0016542229325632039 0.0035532416894778771
leaf_weight=24 345 33 22 20 20 21 40 24 489 125 22 24 22 21 31 21 46 33 43 90 21 956 27 31 32 152 134 40 23 189
leaf_count=24 345 33 22 20 20 21 40 24 489 125 22 24 22 21 31 21 46 33 43 90 21 956 27 31 32 152 134 40 23 189
internal_value=0 0.00295428 0.00299122 0.00250638 0.00125897 0.00142673 0.00281806 0.00293096 0.00309035 0.00184762 0.00317248 0.00314222 0.00317332 0.00353368 0.00296383 0.00363175 0.00372997 0.00302049 0.00398576 0.00335255 0.00259226 0.00284247 0.0027643 0.00357729 0.00369634 0.00381724 0.00366824 0.00278749 0.00104275 0.0042545
internal_weight=0 2756 2723 741 365 166 575 553 513 146 1982 1958 1934 711 1223 690 669 1201 187 154 111 1014 983 623 592 570 538 215 63 323
internal_count=3121 2756 2723 741 365 166 575 553 513 146 1982 1958 1934 711 1223 690 669 1201 187 154 111 1014 983 623 592 570 538 215 63 323
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 1 4 4 47 43 0 150 2 3 11 12 3 131 1 2 47 16 12 2 51 47 3 157 10 15
split_gain=14.7925 2.52464 1.58141 1.21341 1.02634 0.633406 0.50054 0.424134 0.40831 0.308212 0.296783 0.291469 0.219822 0.216162 0.194451 0.125589 0.118594 0.117836 0.110101 0.108011 0.103158 0.127625 0.101895 0.110986 0.097852 0.106285 0.0947056 0.0817464 0.0804032 0.0775286
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 0.051320000000000005 0.088725000000000012 0.08864000000000001 0.052250000000000012 0.40473500000000007 0.13082500000000002 -0.011694999999999999 -0.079119999999999982 1.0000000180025095e-35 0.098035000000000011 -0.059315 1.0000000180025095e-35 0.090285000000000018 -0.14186499999999996 0.09031500000000002 0.11669000000000002 0.17025000000000004 0.077555000000000013 -0.013024999999999998 -0.040564999999999997 0.13754500000000003 -0.085989999999999997 0.078345000000000012 -0.116045 -0.0041249999999999993 -0.38851999999999992 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 18 12 10 -6 19 -7 14 -11 20 16 -5 -8 27 -2 24 22 21 -1 -4 -24 -3 -26 -18 -12 -21 -20
right_child=1 2 8 6 7 9 15 -9 -10 11 13 -13 -14 -15 -16 -17 26 -19 29 28 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00066951672390483722 0.00082331575052311482 0.0002887488966312061 0.00018294022734922016 0.0007854740643107827 0.00067722634913418517 0.00045784354123480577 0.00073625071146173559 0.00042432745890005847 0.00046075975331358418 0.00068634153817835554 0.00090615804455861321 0.00045932114732625217 0.00062375651748426003 0.00060564764242439987 0.00089329584934582209 0.00064280320508262976 0.00060541653749989529 0.00065444942344637473 0.00036057446262316255 0.00019006674283598903 0.0008806634109978582 0.00080318225212561785 0.00039322287988623758 0.00020465261722896612 0.00040971726077225278 0.00055751188952017595 0.00074330404932709045 0.00076871660873400777 3.1664611775022995e-05 0.00023356794370917914
leaf_weight=53 47 21 74 1184 82 71 89 37 26 79 28 30 63 44 68 146 20 24 94 28 24 57 24 24 125 22 451 41 22 23
leaf_count=53 47 21 74 1184 82 71 89 37 26 79 28 30 63 44 68 146 20 24 94 28 24 57 24 24 125 22 451 41 22 23
internal_value=0 0.000416538 0.000375294 0.000744773 0.000445649 0.000642456 0.000763398 0.000598594 0.000231742 0.000558375 0.000774304 0.000623859 0.000719281 0.000737803 0.00079133 0.000678194 0.000748571 0.000766234 0.000381788 0.000197123 0.000764192 0.00073878 0.000228579 0.000298938 0.00041395 0.000431836 0.000737449 0.00082449 0.00012037 0.000335607
internal_weight=0 673 602 2448 404 377 2071 119 198 180 1836 109 197 584 1252 235 540 71 285 172 134 110 122 48 168 147 471 69 50 117
internal_count=3121 673 602 2448 404 377 2071 119 198 180 1836 109 197 584 1252 235 540 71 285 172 134 110 122 48 168 147 471 69 50 117
is_linear=0
shrinkage=0.00196078


Tree=8724
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 4 47 0 4 0 2 14 13 0 12 0 4 4 4 15 0 123 12 1 13 12 12 16
split_gain=6.35114 0.81231 0.71558 0.659769 0.446346 0.264026 0.260708 0.195841 0.180499 0.17221 0.161229 0.124928 0.145094 0.123436 0.0986849 0.0957894 0.116025 0.0834623 0.118161 0.080843 0.0693272 0.139352 0.0674582 0.0654574 0.06494 0.0602885 0.0506497 0.0530839 0.0489011 0.0482172
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.23246000000000003 -0.17966999999999997 0.13082500000000002 -0.23194499999999998 0.053925000000000008 -0.075934999999999989 0.092235000000000025 0.076175000000000007 -0.0030199999999999997 -0.10224499999999999 0.13597000000000004 -0.11242999999999999 0.181285 0.024790000000000003 -0.059649999999999988 -0.03241999999999999 0.056435000000000006 0.084995000000000015 0.10711000000000002 0.16175000000000003 -0.01163 -0.094384999999999983 0.093765000000000015 -0.087874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 13 28 -6 25 -1 15 12 29 17 26 -7 -17 18 -4 -16 22 -22 -11 -14 -8 -3 27 -2 -5 -9
right_child=1 8 5 6 7 10 24 11 -10 20 -12 -13 23 -15 19 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064040443024958305 0.00029808892932096833 0.0001409479027165552 0.00031843451235224216 0.00055539827136432426 0.00049379257736215099 0.00059485319520751715 0.00036218771325477071 0.00036182831771963952 0.00029986276734496716 0.00054290143181295956 0.00041405322298099684 0.00023795688885404361 0.00033927216962519876 0.00061691102952095343 0.00038158164143642918 0.00048440807554252588 0.00034866488272068549 0.00051664668264803722 0.00052667476382910032 0.00025944249948107144 0.00046571744615510032 0.00029941728151772803 0.00041459167228482873 0.00022238902046399958 0.00022040437982407323 3.919238028486483e-05 0.00012615655200928969 0.00020782838652449832 0.00044819069221797419 0.00048455597796276503
leaf_weight=22 33 131 20 21 31 29 27 20 26 50 149 47 70 46 29 765 25 1053 22 74 76 26 23 25 23 27 21 104 74 32
leaf_count=22 33 131 20 21 31 29 27 20 26 50 149 47 70 46 29 765 25 1053 22 74 76 26 23 25 23 27 21 104 74 32
internal_value=0 0.000256545 0.000482453 0.000305524 0.000408748 0.000497201 0.000411571 0.000349079 0.000148472 0.000476898 0.000473382 0.000325954 0.000354089 0.000517408 0.000246609 0.000484175 0.000480112 0.000513228 0.000427513 0.000293831 0.000456343 0.000423327 0.000502475 0.000308513 0.000296967 0.000123559 0.000215825 0.00022957 0.000471889 0.000437353
internal_weight=0 590 2531 406 422 2109 145 225 184 197 968 194 147 1141 261 819 790 1095 42 103 175 102 73 95 50 158 158 137 95 52
internal_count=3121 590 2531 406 422 2109 145 225 184 197 968 194 147 1141 261 819 790 1095 42 103 175 102 73 95 50 158 158 137 95 52
is_linear=0
shrinkage=0.00196078


Tree=8725
num_leaves=31
num_cat=0
split_feature=1 3 52 158 160 454 12 2 9 0 10 2 48 2 12 11 16 1443 1443 0 12 42 16 1 1 157 2 3 159 49
split_gain=0.136309 0.0379321 0.0274431 0.0190052 0.0189672 0.0209032 0.0167946 0.0163507 0.0203451 0.016134 0.0134146 0.0133536 0.0172438 0.0180065 0.0172501 0.0159008 0.0197714 0.0196123 0.021727 0.0149545 0.0144022 0.0150905 0.0173801 0.0138869 0.0357746 0.0275025 0.0309915 0.0346191 0.018291 0.0208569
threshold=0.10337500000000001 0.31370500000000007 -0.40967499999999996 -0.41218499999999997 -0.24498999999999996 -0.037229999999999992 -0.42850999999999995 0.13501500000000002 -1.0000000180025095e-35 0.22582000000000002 -0.0026549999999999994 0.10188000000000001 0.081275000000000014 0.10672500000000001 0.095780000000000018 0.080455000000000013 -0.034884999999999992 0.090755000000000016 0.084655000000000022 -0.079984999999999987 0.10832500000000002 0.11688500000000002 -0.054549999999999994 0.080270000000000022 0.07635500000000002 -0.090569999999999998 0.086100000000000024 -0.0049599999999999991 0.085545000000000024 -0.028954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 -6 -3 8 10 11 -7 15 14 -14 -13 17 -17 18 23 -16 -21 22 -22 24 -1 -25 -27 -28 29 -29
right_child=1 6 3 4 5 7 -8 -9 -10 -11 -12 12 13 -15 19 16 -18 -19 -20 20 21 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.0039101121087916644 0.0041086588693172513 0.0021693491004407409 0.0050691397310319271 0.0048105018397715561 -0.0012349680683109909 0.0017740570720783328 -0.00052661850277218041 0.0010216648726975462 0.002764015930209804 0.0009761575875537736 -0.0013607385708019138 0.0043488325458019969 -4.2322478742183502e-05 0.0031653888368358219 0.00043700592888688502 0.0030630563315935436 0.0070254800704253068 0.0007787742075465974 0.0063201422082160468 0.0022317026313394307 0.0035241313998333433 0.0026939528067659187 0.0075972297502448789 0.0069545490129496014 0.007523867615964264 0.0036130198252049568 -0.0015505635589361192 0.0033946385945786135 0.0053360894013894725 -0.00058036819100379942
leaf_weight=1266 87 35 22 24 20 43 68 113 286 21 20 145 30 42 22 20 34 21 35 75 22 37 20 21 28 464 25 33 20 22
leaf_count=1266 87 35 22 24 20 43 68 113 286 21 20 145 30 42 22 20 34 21 35 75 22 37 20 21 28 464 25 33 20 22
internal_value=0 0.00216556 0.00246301 0.00219186 0.00206676 0.00193014 0.000389487 0.00206716 0.00240567 0.00373581 0.000778884 0.00376014 0.00322748 0.00182884 0.0035412 0.00386539 0.00555792 0.00381815 0.0038515 0.00287582 0.00322422 0.00416648 0.0054637 0.00380552 0.00398831 0.0034012 0.00326889 0.00167213 0.00274636 0.00180464
internal_weight=0 718 615 528 506 482 103 462 349 2403 63 2382 393 72 321 1989 54 1935 1914 176 154 79 42 1879 1294 585 564 100 75 55
internal_count=3121 718 615 528 506 482 103 462 349 2403 63 2382 393 72 321 1989 54 1935 1914 176 154 79 42 1879 1294 585 564 100 75 55
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 2 1 4 1 49 16 12 50 4 1 40 1 11 3 2 1 1 1 2 16 4
split_gain=21.1604 3.38318 1.68737 1.51891 1.01757 1.00521 0.78867 0.772668 0.563746 0.516303 0.510546 0.38882 0.357958 0.338781 0.31251 0.268084 0.231026 0.189795 0.164624 0.164433 0.158648 0.147802 0.171825 0.128577 0.12299 0.120339 0.105292 0.10513 0.101377 0.17548
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.095545000000000005 0.14285500000000004 -1.0000000180025095e-35 0.10497000000000002 0.076975000000000002 0.13501500000000002 0.09253500000000002 -0.062539999999999984 0.089770000000000016 -0.054984999999999992 -0.52595999999999987 0.087005000000000013 0.041865000000000006 0.0067750000000000006 0.13288500000000003 -0.077714999999999992 0.13075500000000004 1.0000000180025095e-35 -0.11171999999999999 0.088850000000000012 0.12958500000000003 0.15964000000000003 0.122715 0.11411 -0.43320999999999993 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 6 19 24 12 14 -5 -9 23 -2 -6 -14 25 -17 -13 -3 27 22 -16 -1 -8 -7 -15 -4 -24 -30
right_child=1 5 20 10 9 16 7 11 -10 -11 -12 18 15 26 21 17 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00073453748785915222 0.00039405352737713296 0.0001779341374707344 0.00042824982748089496 0.00063490331808863489 0.00040443161733789377 2.3435434222484692e-05 0.00063309144301741725 0.00048428569049909225 0.00089197704709689102 0.00042708827748748601 0.00033676104044435629 0.00024120184934313572 0.00052103460256654253 0.00068016494722927324 0.00049735305319521935 0.0006949756600613475 0.00018971516034526533 0.00053335909056020719 5.941648319913091e-05 1.5493205533929024e-05 0.00012777127958780909 0.00073515075495199866 0.00074902153482624123 0.00069329513424922775 0.00042489608841053412 -0.00014263120132918452 0.00052744015202580157 0.00025617160940661753 0.00067591508176325884 0.00059380976247772554
leaf_weight=959 23 46 21 34 21 62 24 24 67 48 63 148 53 100 32 220 26 32 22 50 24 66 34 417 20 23 21 39 214 188
leaf_count=959 23 46 21 34 21 62 24 24 67 48 63 148 53 100 32 220 26 32 22 50 24 66 34 417 20 23 21 39 214 188
internal_value=0 0.00028914 0.000483361 0.000681718 0.000691639 0.000189629 0.000243352 0.000303866 0.000715598 0.000622185 0.000441265 0.000250659 0.000708568 0.000612194 0.000639058 0.000647793 2.79736e-05 0.000674453 0.000217677 9.33295e-05 0.000262505 0.000648285 0.000636034 0.000722039 0.000538457 -2.15002e-05 0.000653659 0.000316399 0.000646213 0.000637518
internal_weight=0 673 228 2448 2351 445 334 238 1748 603 97 194 1681 144 555 305 111 252 170 96 84 534 468 1376 44 85 121 60 436 402
internal_count=3121 673 228 2448 2351 445 334 238 1748 603 97 194 1681 144 555 305 111 252 170 96 84 534 468 1376 44 85 121 60 436 402
is_linear=0
shrinkage=0.00196078


Tree=8727
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 4 14 2 1 2 2 47 16 1 1447 4 0 1 51 11 1 10 52 159 1 16 51 52 12
split_gain=9.8356 1.70617 0.929308 0.767167 0.724204 0.429822 0.402557 0.390359 0.350439 0.2647 0.213212 0.168932 0.130668 0.188552 0.120634 0.116954 0.107578 0.104419 0.102615 0.0735751 0.0715495 0.0693611 0.0677517 0.0667463 0.071059 0.0879416 0.128036 0.0637673 0.0628369 0.0626527
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.089885000000000007 0.17025000000000004 0.094160000000000008 -0.105305 0.090540000000000023 -0.082869999999999985 0.40124500000000002 -0.23051499999999997 0.11669000000000002 -0.085989999999999997 1.0000000180025095e-35 0.11588000000000001 -0.38124499999999995 -0.56176499999999996 0.082585000000000006 0.083345000000000016 0.052820000000000013 0.11144500000000002 -0.016949999999999996 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 21 8 10 -5 14 16 18 -14 27 -12 -4 -17 19 -3 -9 -6 -13 -19 25 -25 -27 28 29 -1
right_child=1 2 11 9 6 -7 -8 20 -10 -11 15 22 13 -15 -16 17 -18 23 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00061367546962193503 0.00060857294900239169 0.00019348346883905869 0.00029518731844940636 0.00056387598754144177 0.00060600163560227697 0.00034665461205968668 0.00030000989207386905 0.00064743006916022773 0.0004205751884416893 0.00034920030658722038 0.00068586546585532786 0.00013448887404200494 0.00029078466263977252 0.00052340584976666438 0.00057972121240646422 0.00043811567395535945 0.00017057172302982788 0.00065838600229183595 0.00022269898751087653 0.00032129746373798878 0.00077228246098445135 0.00049302497160395756 -1.3856486253002109e-05 0.00057234510907669758 0.00061716669669715303 0.00038405710125944629 0.00058878446275722443 0.00053714828224420716 0.00063917971702938934 0.00050671568135623741
leaf_weight=249 74 20 39 34 39 25 37 25 41 63 38 29 37 21 245 21 84 38 99 129 60 45 20 595 124 24 23 29 791 23
leaf_count=249 74 20 39 34 39 25 37 25 41 63 38 29 37 21 245 21 84 38 99 129 60 45 20 595 124 24 23 29 791 23
internal_value=0 0.000327687 0.000292986 0.000595335 0.000342003 0.000602385 0.000470418 0.000605134 0.000600187 0.000424447 0.000603534 0.000171299 0.000291225 0.00037501 0.000619042 0.000579508 0.000210084 0.000574609 0.00027163 0.000304141 0.000735561 0.000545478 7.39397e-05 0.000578174 0.000574195 0.000565895 0.000484243 0.000627865 0.000630339 0.000604631
internal_weight=0 673 599 2448 427 2351 121 2326 2241 97 2200 172 306 58 1337 863 123 825 248 149 85 84 49 804 766 642 47 1092 1063 272
internal_count=3121 673 599 2448 427 2351 121 2326 2241 97 2200 172 306 58 1337 863 123 825 248 149 85 84 49 804 766 642 47 1092 1063 272
is_linear=0
shrinkage=0.00196078


Tree=8728
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 14 2 1 4 2 2 49 52 1 1 50 1 51 1 0 47 40 4 16 12 11 2 15
split_gain=16.6167 2.83429 1.24909 1.16503 0.913155 0.730709 0.635322 0.55173 0.533086 0.427793 0.399063 0.439753 0.360532 0.221639 0.186602 0.179534 0.178557 0.162223 0.146137 0.267878 0.17781 0.138762 0.133408 0.131463 0.118511 0.14226 0.110339 0.107961 0.105238 0.115976
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.40124500000000002 0.13712500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 -0.17966999999999997 1.0000000180025095e-35 0.089885000000000007 -0.054984999999999992 -0.56176499999999996 0.091195000000000012 0.12408500000000001 0.041865000000000006 0.088975000000000012 -0.092264999999999986 0.097115000000000021 0.062580000000000011 0.10350500000000001 -0.077714999999999992 0.038415000000000012 -0.44310499999999992 0.090345000000000023 1.0000000180025095e-35 0.11411 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 8 6 7 12 23 -4 -10 -12 15 -2 -14 -1 -13 -6 21 -20 -21 24 -15 -3 26 -26 -16 -9 -5 -30
right_child=1 4 9 28 17 -7 -8 27 10 -11 11 16 14 22 18 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00083137419033771853 0.00055043080095948057 0.00035448260081317415 0.00074913725042081894 0.0005294198998146587 0.00015543729695854033 0.00046549968684420865 0.00057686292222504018 0.00085391314269280905 0.00071700522128273459 0.00047622506216590441 0.00064806410689759088 0.00042682095435678187 0.00089267673056110056 0.00081886118760330826 0.00084396218217095082 0.00077009242705323479 0.00028625678393921522 0.00033242834077341704 0.0008613500942369135 0.00048136566005939363 0.00072025387704321596 0.00067429194957999183 0.00068788877055968767 0.00020923708151003307 0.00081760382486714255 0.00070324014320770551 0.00077720033823365248 0.0010072784091717277 0.00046894694146391017 0.00028670777234376645
leaf_weight=1117 23 46 34 30 85 25 47 25 20 63 30 142 45 67 129 220 46 26 21 25 23 53 54 50 60 138 363 60 29 25
leaf_count=1117 23 46 34 30 85 25 47 25 20 63 30 142 45 67 129 220 46 26 21 25 23 53 54 50 60 138 363 60 29 25
internal_value=0 0.000442052 0.000789938 0.000619822 0.00035097 0.000798934 0.000802518 0.000807172 0.000402175 0.000571885 0.000451926 0.000427607 0.000801167 0.000726872 0.000769772 0.00082129 0.000392428 0.000196895 0.000762961 0.000676643 0.000595833 0.000770977 0.000760411 0.000278834 0.000778403 0.000737896 0.000794705 0.000962171 0.000436307 0.000384577
internal_weight=0 673 2448 228 445 2351 2326 2279 334 97 238 218 2194 144 857 1337 188 111 812 69 48 743 121 96 690 198 492 85 84 54
internal_count=3121 673 2448 228 445 2351 2326 2279 334 97 238 218 2194 144 857 1337 188 111 812 69 48 743 121 96 690 198 492 85 84 54
is_linear=0
shrinkage=0.00196078


Tree=8729
num_leaves=31
num_cat=0
split_feature=1 52 1 44 10 2 2 4 3 2 14 15 1 123 132 131 14 16 4 1 2 480 484 160 481 51 394 1204 4 1210
split_gain=0.266383 0.0644701 0.0402169 0.0540306 0.0312008 0.0268288 0.0554017 0.0247668 0.0242643 0.0239904 0.0228634 0.0191978 0.0188121 0.0182677 0.018485 0.0180186 0.0160587 0.0202397 0.0226523 0.0156192 0.0390218 0.0217079 0.0216435 0.0378912 0.0220655 0.0187412 0.0163089 0.0190044 0.0336748 0.0172552
threshold=0.10337500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 -0.074314999999999978 0.10559 -1.0000000180025095e-35 0.40124500000000002 -0.014944999999999998 0.095545000000000005 0.076975000000000002 -0.18895499999999996 0.11507500000000002 0.084025000000000016 0.10240500000000001 0.093840000000000021 -0.47013499999999991 -0.008904999999999998 -0.031404999999999995 0.077565000000000009 0.089885000000000007 -0.063594999999999985 0.062030000000000009 -0.085834999999999981 -0.051484999999999996 0.11984500000000002 -0.15150999999999998 -0.082759999999999986 -0.083249999999999977 0.079790000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -4 6 8 9 12 10 19 -10 -3 14 -11 -6 -7 -18 -19 25 21 -21 24 -24 -23 26 -1 28 -28 -29
right_child=1 2 4 -5 15 16 -8 -9 11 13 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0027795568405923881 0.0053580448973452911 0.0053755321907094471 -0.002663121027448638 0.0076674191133034508 0.002353899331788081 0.0046030002286319037 0.0052003899099167476 0.0016613844766239214 0.0020012691923018012 0.0047693701021744419 0.0069759797101551797 -0.0017178611465446328 0.0012961367238312959 0.0021247285696107052 0.0025146035292448526 -0.0010723811341449619 0.0023216403430311558 0.0032947753180633298 -0.00062584148295822422 0.0017031223734375091 0.0015752686149868612 0.0077198310508666676 0.0056237447708845142 -0.00013819396318424316 0.0050730603705267082 0.0024675203889439057 0.0056395842577330775 0.0053002597250681989 0.01053879379760474 0.0080135367442077648
leaf_weight=23 87 26 22 22 66 22 98 22 35 537 71 23 20 31 39 20 201 20 56 20 37 34 25 21 428 22 47 1002 20 24
leaf_count=23 87 26 22 22 66 22 98 22 35 537 71 23 20 31 39 20 201 20 56 20 37 34 25 21 428 22 47 1002 20 24
internal_value=0 0.0028061 0.00245424 0.00281703 0.000697417 0.00260404 0.00349435 0.00500123 0.00188673 0.00503209 0.00521776 0.000526442 0.00360188 0.00448944 0.0046167 0.00155709 0.00200256 0.00179602 0.0004059 0.00514446 0.00471466 0.00493466 0.00506188 0.00299329 0.00526784 0.00535785 0.00541483 0.00547028 0.00710203 0.00536373
internal_weight=0 718 631 523 108 501 202 2403 104 2381 1774 58 46 607 576 86 299 277 76 1703 565 528 508 46 462 1138 1116 1093 67 1026
internal_count=3121 718 631 523 108 501 202 2403 104 2381 1774 58 46 607 576 86 299 277 76 1703 565 528 508 46 462 1138 1116 1093 67 1026
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=31
num_cat=0
split_feature=1 52 3 52 51 2 4 48 43 43 1 2 0 13 16 12 124 42 2 131 16 4 130 133 133 0 13 15 51 3
split_gain=0.21577 0.0522208 0.0349835 0.0228309 0.0216515 0.0212882 0.0205912 0.0184458 0.0192462 0.0272995 0.0247149 0.0343901 0.0247361 0.0230252 0.0210479 0.0179735 0.0154091 0.0163122 0.0153474 0.0152209 0.0143854 0.0254009 0.0233558 0.015401 0.0196039 0.0140394 0.0134286 0.0164758 0.0163672 0.0129227
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.19022000000000003 -0.41904999999999998 0.14122000000000004 0.40124500000000002 0.15068000000000001 -0.04890499999999999 -0.24021999999999996 0.10871500000000002 0.11448000000000001 -0.078904999999999989 -0.043669999999999994 -0.074319999999999983 -0.42850999999999995 -0.076779999999999987 -0.0060199999999999993 0.15950500000000004 0.091440000000000007 -0.44310499999999992 0.038415000000000012 0.10464000000000001 -0.14032999999999998 -1.0000000180025095e-35 -0.10224499999999999 -0.0079349999999999993 -0.092489999999999989 0.086310000000000012 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 19 3 4 -3 6 16 8 9 -6 -10 12 -12 25 -15 -4 17 -1 -17 -2 -18 -22 23 -23 -25 -13 28 -28 -11 -26
right_child=1 2 15 -5 7 -7 -8 -9 10 26 11 13 -14 14 -16 18 20 -19 -20 -21 21 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.0048392135827527508 0.0055449083480469665 0.0054403205091754598 0.0023642562113569254 0.0043741870571587542 0.0048347455371792122 0.0022419802053752018 0.0014952459948703607 -0.00066862672948363156 0.0008020901814012266 0.0013138052946152657 0.0072963741212857501 0.0025315275071593731 0.0031720964428341874 0.0020926348625146078 0.0058970408919356912 0.00061422194697155182 0.0058592823460801614 0.0021337437071137035 -0.0025970877818922004 0.0024013028736226262 0.0046748643512869569 0.0063094113302544098 0.00022790290764532984 0.0010385375168105518 0.0063416670705191795 -0.00096249307262832699 -0.0015879096643578623 0.0017585746919004516 0.0042381632577061009 0.0035547951991302951
leaf_weight=39 67 21 35 60 24 41 22 22 41 114 33 23 26 33 26 46 90 52 22 20 1971 22 20 27 20 23 31 28 23 99
leaf_count=39 67 21 35 60 24 41 22 22 41 114 33 23 26 33 26 46 90 52 22 20 1971 22 20 27 20 23 31 28 23 99
internal_value=0 0.00252549 0.00220882 0.00253768 0.00230223 0.00450111 0.00454032 0.00215481 0.00230096 0.00165137 0.00299809 0.00354709 0.0054789 0.0024616 0.00376915 0.000522983 0.00456895 0.00329323 -0.000424731 0.00482224 0.00462057 0.00456893 0.00345832 0.00384289 0.00347122 0.000784517 0.00126156 2.52403e-07 0.00180476 0.00402318
internal_weight=0 718 631 528 468 2403 2362 447 425 220 205 164 59 105 59 103 2340 91 68 87 2249 2159 188 168 146 46 196 59 137 119
internal_count=3121 718 631 528 468 2403 2362 447 425 220 205 164 59 105 59 103 2340 91 68 87 2249 2159 188 168 146 46 196 59 137 119
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=31
num_cat=0
split_feature=1 1 12 51 0 51 155 2 132 133 376 0 16 2 2 1446 14 52 159 16 1 0 3 1210 132 1211 3 16 52 48
split_gain=0.174774 0.0440056 0.031414 0.0199761 0.0184227 0.0175005 0.016508 0.0194975 0.0158 0.0172536 0.0226869 0.014482 0.0234828 0.0215768 0.0143843 0.0174863 0.0185897 0.0162489 0.0448371 0.0513544 0.0162936 0.0294308 0.0452201 0.0186364 0.0178303 0.0226046 0.0453773 0.016852 0.0177856 0.0160409
threshold=0.10337500000000001 0.13707500000000003 0.085055000000000006 0.10614000000000001 0.18019500000000002 -0.11063499999999998 0.11854500000000001 0.10444500000000002 0.091050000000000006 0.089200000000000015 0.088235000000000008 -0.10474999999999998 -0.43320999999999993 0.31098000000000003 0.10188000000000001 0.11581000000000001 0.062655000000000016 0.26521500000000003 -0.094234999999999985 -0.040964999999999994 0.080270000000000022 -0.098289999999999975 -0.080289999999999986 -0.062539999999999984 -0.083284999999999984 0.084155000000000021 -0.078344999999999984 0.18438500000000005 -0.53299999999999992 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 14 -4 7 -7 9 -2 -11 12 -3 -13 15 16 17 20 -19 -20 27 22 -22 -23 -25 -26 -27 -1 -29 -16
right_child=1 11 3 -5 -6 6 -8 -9 -10 10 -12 13 -14 -15 29 -17 -18 18 19 -21 21 23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0044914934324388651 0.0025765709113596169 0.00027701935711471983 0.0049086773501282252 0.0060882997570623617 0.0015884253969610049 0.0031738340307410785 0.005013227497343906 0.00043492473082662361 -0.00062529567047022285 -0.0015588009671773763 0.0028442647318694405 0.00086471534695010629 0.0049166205874644226 -0.0027333528688177466 0.0038295057695136858 0.0068196258824318656 0.0056318297280884555 0.004346954920880595 0.0030143736802018817 -0.0031664551887661224 -0.0020450076065026226 0.0018988730931388479 0.0032282990312482093 0.0071428391284176287 0.0044415838609030847 -0.0013300210248590226 0.0051687689413401211 0.0050129795567718924 0.0018165773602810747 0.0021684832415136863
leaf_weight=1107 273 24 48 29 30 71 25 41 20 25 22 100 20 20 321 25 82 114 41 20 20 35 87 21 310 21 22 27 49 71
leaf_count=1107 273 24 48 29 30 71 25 41 20 25 22 100 20 20 321 25 82 114 41 20 20 35 87 21 310 21 22 27 49 71
internal_value=0 0.00227294 0.00269889 0.00364805 0.004051 0.00326552 0.00268982 0.0021712 0.00210148 0.0022719 0.000502209 0.000834057 0.00238593 0.000265037 0.00408213 0.00419165 0.00415806 0.00409357 0.00317607 0.000987872 0.00418808 0.00371918 0.00224263 0.00410546 0.00431196 0.00414355 0.00199494 0.0043926 0.00295214 0.00352866
internal_weight=0 718 554 214 2403 185 137 112 340 320 47 164 44 120 2373 1981 1956 1874 175 61 1699 516 107 409 374 353 43 1183 76 392
internal_count=3121 718 554 214 2403 185 137 112 340 320 47 164 44 120 2373 1981 1956 1874 175 61 1699 516 107 409 374 353 43 1183 76 392
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 14 12 43 1 150 4 47 4 1 42 2 1 47 12 1 3 1 133 52 14 1 16 4 52 2
split_gain=14.9075 2.58953 1.12166 1.00503 0.775376 0.510352 0.539986 0.466375 0.368799 0.346608 0.345514 0.293115 0.284301 0.259319 0.244391 0.231863 0.214633 0.185069 0.142208 0.139109 0.131643 0.126539 0.129678 0.126338 0.122761 0.104955 0.0966752 0.0987348 0.0944483 0.090275
threshold=0.10508500000000001 -0.059315 -0.065819999999999976 0.27834500000000006 0.13604000000000002 0.076175000000000007 0.051320000000000005 -0.04890499999999999 1.0000000180025095e-35 0.09487000000000001 0.033845000000000007 0.13082500000000002 -0.17966999999999997 0.11690500000000002 0.11688500000000002 0.10855000000000002 0.122715 0.10648500000000001 0.088245000000000004 0.089875000000000024 -0.0063699999999999989 0.13075500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.15964000000000003 -0.029084999999999996 0.0037800000000000004 0.056145000000000007 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 12 6 -1 8 14 15 18 25 -3 17 -4 24 -2 -14 19 -8 -17 22 -5 -12 26 28 -9 -28 -6 -15
right_child=1 4 7 21 11 -7 10 9 -10 -11 23 -13 13 29 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00053941713368913294 0.00074711711300760885 0.00061691941783209548 0.00078379228279815442 0.00036755482572398135 0.00020381355357426933 0.00096099261469790654 0.000822488551021 0.00071260372259709915 0.00048588690946293258 0.00049100126277175815 0.00067419052509700556 0.00045613036547499658 0.00042113147006129619 0.00035047579125472298 0.00055207780568428285 0.00071444539796738395 0.00055835638535312894 0.00062384391020910417 0.00078144531042913582 0.00066427312054257977 0.00054599030401644862 0.0003188965527882519 0.00055671774073897003 0.00077217145087122229 0.00091586300555397476 0.00010256707338342963 0.00076584576454421605 0.00090602839889090047 0.00034386041837446146 0.00020855003046124033
leaf_weight=34 115 24 42 22 81 65 741 107 68 23 125 21 129 96 30 42 29 20 890 22 31 24 38 85 20 29 99 24 24 21
leaf_count=34 115 24 42 22 81 65 741 107 68 23 125 21 129 96 30 42 29 20 890 22 31 24 38 85 20 29 99 24 24 21
internal_value=0 0.000439754 0.000769262 0.000609675 0.000352694 0.000790152 0.000784298 0.000684931 0.000589442 0.000723569 0.000788767 0.00024074 0.000412531 0.00039409 0.000687245 0.000740129 0.000709103 0.000448341 0.000798285 0.000817927 0.00064291 0.000439226 0.000487358 0.000713849 0.000768517 0.000206985 0.000755704 0.000793198 0.000235824 0.000325002
internal_weight=0 673 2448 228 445 1962 1897 486 140 346 1863 155 290 266 72 323 144 149 1653 763 73 84 60 210 250 134 230 123 105 117
internal_count=3121 673 2448 228 445 1962 1897 486 140 346 1863 155 290 266 72 323 144 149 1653 763 73 84 60 210 250 134 230 123 105 117
is_linear=0
shrinkage=0.00196078


Tree=8733
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 4 1 2 2 1 4 48 13 11 14 2 13 132 133 4 13 15 43 12 0 47 4 48 4
split_gain=7.65785 1.30614 0.820948 0.689076 0.646575 0.367224 0.292782 0.244838 0.206408 0.162722 0.153074 0.131849 0.113747 0.112457 0.102768 0.0972373 0.0917024 0.0849863 0.0772385 0.0873962 0.06968 0.078553 0.0878028 0.0584378 0.0576849 0.0549582 0.0544589 0.0594774 0.080786 0.0550045
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 0.056590000000000008 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.09253500000000002 0.13501500000000002 0.17025000000000004 0.086920000000000011 0.0067750000000000006 -0.015314999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.094835000000000017 -0.23438999999999996 0.091050000000000006 0.089200000000000015 -0.013514999999999998 -0.078279999999999975 -0.23060499999999998 0.05259500000000001 0.087505000000000013 -0.16360999999999995 0.10648500000000001 0.056795000000000005 0.081805000000000017 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 10 -6 16 12 13 15 25 -7 -4 17 -1 -5 -14 19 26 23 -22 -23 -19 -24 -12 27 28 -3 -29
right_child=1 2 9 7 6 8 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 20 -20 -21 21 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00055713345776822797 0.00053272381282762425 0.00014988626002484712 0.00014369400431723958 0.00056647546102408489 0.00049003495394958272 0.00038995852947289888 0.00028030867715502899 0.00030111527927504853 0.0003582076158898036 4.9765305640974866e-05 0.00043913173471011365 0.00042076468622932831 0.00037858090306920047 0.00027111416115061264 0.00057573175197010674 0.00064034273544865295 0.00041518283432890604 0.00053995648005289052 0.00013748350461908416 0.00017741889444209332 0.00052921259995261432 0.00057898962641144823 0.00036233737580141062 0.00048044240561925138 0.00046204998879876647 0.00053611630944816187 0.00034558921130912296 0.0003270030757619942 0.00026829213909358436 0.00022477996731255233
leaf_weight=1024 74 32 89 24 83 32 37 66 39 50 24 48 21 38 80 57 43 250 20 39 99 22 26 85 157 351 38 73 72 28
leaf_count=1024 74 32 89 24 83 32 37 66 39 50 24 48 21 38 80 57 43 250 20 39 99 22 26 85 157 351 38 73 72 28
internal_value=0 0.000286962 0.0002566 0.000523127 0.000303612 0.000531012 0.000425369 0.000385879 0.000497382 0.000144516 0.000549147 0.000517524 0.000504413 0.00018182 0.000509362 0.000561521 0.000469377 0.000501317 0.000255231 0.000263582 0.000505351 0.000483857 0.000461953 0.000524856 0.000447883 0.000529909 0.000277411 0.000264773 0.00023186 0.000298664
internal_weight=0 673 599 2448 422 2315 120 133 811 177 1504 423 772 127 740 1081 67 660 302 282 639 304 205 335 183 375 243 205 104 101
internal_count=3121 673 599 2448 422 2315 120 133 811 177 1504 423 772 127 740 1081 67 660 302 282 639 304 205 335 183 375 243 205 104 101
is_linear=0
shrinkage=0.00196078


Tree=8734
num_leaves=31
num_cat=0
split_feature=1 3 4 0 40 4 2 15 2 13 2 15 11 44 133 124 376 15 3 34 2 14 16 52 14 11 4 3 4 1
split_gain=0.227563 0.0626599 0.0291917 0.0317275 0.0305605 0.026691 0.026135 0.026033 0.0231752 0.0217962 0.0212234 0.0299211 0.0209593 0.0197904 0.0192063 0.0190745 0.0166356 0.0167456 0.0152779 0.0152906 0.0161734 0.0164529 0.0147293 0.0266712 0.024897 0.030439 0.0374101 0.0325103 0.0246754 0.0224086
threshold=0.10124500000000002 -0.053259999999999995 -0.17966999999999997 1.0000000180025095e-35 -0.067184999999999981 -0.036839999999999991 0.10276500000000001 -0.41942499999999994 0.14122000000000004 -0.011289999999999998 0.13712500000000002 -0.079929999999999987 0.080320000000000016 1.0000000180025095e-35 0.091250000000000012 -0.076779999999999987 0.084545000000000009 -0.093244999999999981 0.31299000000000005 -0.081364999999999993 1.0000000180025095e-35 -0.23083499999999998 0.19444000000000003 0.10024500000000001 0.062655000000000016 0.080320000000000016 -0.42529999999999996 0.090900000000000009 -0.14098499999999997 0.084165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 9 10 -5 -2 -7 -8 13 -3 14 -12 -9 15 18 16 17 -1 19 -4 -21 -22 24 -24 25 26 -17 28 -28 -26
right_child=1 2 3 4 -6 6 7 12 -10 -11 11 -13 -14 -15 -16 22 -18 -19 -20 20 21 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=0.0042333456874378804 0.0053080420692114992 0.0020909497687667186 0.00082698357807573669 0.0018434027867624539 -0.0036847531609237195 0.004166009309442921 0.0039741437678458167 -0.0020640239829108828 0.0023248150575588028 0.0064067157199606305 0.001690275147144172 -0.0023379353128130669 0.0022619049346152072 0.0075799526646733286 -0.00049335169193000185 0.0083804200162533021 0.0054308786785796934 0.00073902147955777768 0.0010176092507952655 0.0050052147333348252 0.0048302727610324376 0.0022996463705504569 0.0043391653115851993 0.00054686323564965276 0.0055934080019401991 0.001075372751802206 0.0017054862231016159 0.0019762828741676924 0.0048697051678204366 0.0094928734299173818
leaf_weight=24 90 22 27 20 20 117 32 21 41 25 93 23 24 24 20 29 23 32 44 46 33 116 255 20 56 22 25 41 1736 20
leaf_count=24 90 22 27 20 20 117 32 21 41 25 93 23 24 24 20 29 23 32 44 46 33 116 255 20 56 22 25 41 1736 20
internal_value=0 0.00270331 0.00201718 0.00176523 -0.000920675 0.00388472 0.00322442 0.00179369 0.00468146 0.00438657 0.00203248 0.000891578 0.000243138 0.00472334 0.00249522 0.00469331 0.00316657 0.00223659 0.00271993 0.00305733 0.00336614 0.00286012 0.00474804 0.00406336 0.00484565 0.00477289 0.00481732 0.00475997 0.00482478 0.00661958
internal_weight=0 773 489 442 40 284 194 77 2348 47 402 116 45 2307 286 2283 79 56 266 222 195 149 2204 275 1929 1853 1831 1802 1761 76
internal_count=3121 773 489 442 40 284 194 77 2348 47 402 116 45 2307 286 2283 79 56 266 222 195 149 2204 275 1929 1853 1831 1802 1761 76
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 1 2 150 12 4 2 1 1 399 15 0 4 0 0 4 133 12 4 4
split_gain=8.84046 1.38361 0.83965 0.683186 0.613343 0.413794 0.330632 0.230821 0.230712 0.22729 0.214395 0.16791 0.172726 0.113363 0.103154 0.138373 0.0942464 0.0888784 0.0788678 0.0776756 0.0765453 0.101085 0.0835736 0.0645737 0.0623424 0.0691283 0.0621134 0.0578402 0.0574796 0.0509304
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.092845000000000025 0.14960000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 0.091325000000000003 -0.51843499999999987 -1.0000000180025095e-35 0.076935000000000017 0.15964000000000003 0.09141500000000001 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 -0.060129999999999996 -0.030209999999999997 0.022185000000000003 0.11524500000000001 0.091840000000000019 -0.011884999999999998 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 11 -6 18 -5 13 14 16 17 15 -1 -13 24 -4 23 -17 22 -22 28 25 27 -27 -7 -16 -18
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 12 -14 -15 19 20 29 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00070054089767035757 0.00051593373256209019 0.00022783054701964829 0.00011558448660534824 0.00047040570884642933 0.00045368784752646338 0.0005907901609105762 0.00065725796728157532 0.00027044739568575119 0.0002940710574117395 0.00027500344087290606 0.0002927606114850774 0.00038891519528764092 0.00032080182057741044 0.00035941973416852988 0.00052216953170951545 0.00063598234015578787 0.00051782605159126846 0.00053804859182363075 6.3515702264877077e-06 0.00062199441971732129 0.00040642834793520616 0.00054206488357779771 0.00054467666523935342 0.00041101716887641753 0.00039550550656590764 0.00046938449351572426 0.00036868590161741571 0.00048979417982963696 0.00045845825185631089 0.000430831904041356
leaf_weight=21 71 283 141 37 82 26 76 39 26 60 26 28 23 30 206 31 240 92 31 20 40 1026 29 31 39 98 31 135 74 29
leaf_count=21 71 283 141 37 82 26 76 39 26 60 26 28 23 30 206 31 240 92 31 20 40 1026 29 31 39 98 31 135 74 29
internal_value=0 0.000257054 0.000226522 0.000510801 0.000277787 0.000517455 0.000530579 0.000394627 0.00012192 0.000349538 0.000465894 0.000525224 0.000484501 0.000475875 0.000534041 0.000542841 0.000497178 0.000484173 9.58972e-05 0.000503548 0.000539899 0.000537179 0.000464533 0.00049593 0.000469108 0.000479006 0.000445186 0.000506104 0.000505332 0.000508448
internal_weight=0 673 602 2448 404 2351 1874 121 198 97 477 1798 320 451 1478 1147 297 421 172 331 1126 1095 69 311 329 290 129 161 280 269
internal_count=3121 673 602 2448 404 2351 1874 121 198 97 477 1798 320 451 1478 1147 297 421 172 331 1126 1095 69 311 329 290 129 161 280 269
is_linear=0
shrinkage=0.00196078


Tree=8736
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 11 4 3 2 1 2 2 11 0 3 3 1 0 132 13 160 403 16 159 4 52 12
split_gain=11.495 1.91465 1.06492 0.985801 0.773597 0.472928 0.438661 0.384575 0.293197 0.292525 0.278878 0.228898 0.22655 0.226475 0.164879 0.164204 0.135219 0.133826 0.170575 0.129372 0.173517 0.120651 0.116179 0.0986508 0.0858301 0.0854795 0.0828165 0.082398 0.0879115 0.108355
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.12043500000000001 0.09253500000000002 1.0000000180025095e-35 0.40473500000000007 -0.12018999999999998 0.17025000000000004 0.080000000000000016 0.091265000000000013 0.094835000000000017 0.078340000000000007 -0.033209999999999996 0.31370500000000007 0.10299500000000002 0.087135000000000004 -0.097024999999999986 0.091050000000000006 -0.0044799999999999987 -1.0000000180025095e-35 0.08332500000000001 -0.016164999999999995 0.0089800000000000019 -0.0073899999999999999 0.029970000000000007 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 21 6 8 14 10 -6 12 17 24 19 -1 -10 -8 18 -4 -12 -21 22 -3 -24 -5 -25 27 -15 29 -29
right_child=1 2 11 5 9 -7 16 -9 15 -11 13 -13 -14 26 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00071352873879680081 0.0006626179224218133 0.00029880471099427681 0.00022286075005991887 0.00054495844301622105 0.00057132492010611229 0.00039438893470694034 0.00057356916592761216 0.00038488157953390535 0.00088007245188445051 0.0003658345043134785 0.00068955919273283952 7.9631230368294939e-05 0.00036302266318314507 0.00064263456224055175 0.00052166797266539036 0.0007170342246123686 0.00040038525271559548 0.00015610970632384553 0.00041737295518633465 0.00053575437517528195 0.00066270521719482536 0.00017467700787842747 0.00046316336141529065 0.00037985737775983252 0.00070531249296765372 0.00023664984646221745 0.00068851502846406542 0.00042392893128243144 0.00063681958278970609 0.0005833256137259328
leaf_weight=26 71 166 52 33 84 26 52 69 30 39 992 49 20 307 51 114 26 48 26 47 347 20 37 59 21 22 85 20 91 91
leaf_count=26 71 166 52 33 84 26 52 69 30 39 992 49 20 307 51 114 26 48 26 47 347 20 37 59 21 22 85 20 91 91
internal_value=0 0.000358084 0.000322167 0.00064743 0.000374962 0.00065734 0.000660343 0.000491189 0.000665471 0.000506169 0.000659475 0.000193347 0.000541292 0.000663892 0.000586452 0.000751001 0.000515841 0.000237569 0.000287698 0.00067762 0.000647561 0.000321875 0.000332241 0.000379279 0.000607318 0.000340962 0.000631859 0.000622398 0.000591643 0.000554605
internal_weight=0 673 602 2448 427 2302 2276 146 2198 123 2054 175 74 1980 77 144 78 126 78 1386 394 304 284 118 54 81 594 509 202 111
internal_count=3121 673 602 2448 427 2302 2276 146 2198 123 2054 175 74 1980 77 144 78 126 78 1386 394 304 284 118 54 81 594 509 202 111
is_linear=0
shrinkage=0.00196078


Tree=8737
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 124 42 10 42 43 3 2 2 11 4 3 0 4 157 48 4 159 52 52 2 42 133 42 42
split_gain=0.273511 0.0634618 0.0302175 0.0409971 0.0236749 0.0235271 0.0243286 0.0228243 0.0219375 0.016772 0.0166084 0.016129 0.0164201 0.040922 0.0157254 0.0179458 0.0214082 0.0191613 0.0187004 0.0184117 0.0268248 0.0328791 0.0179373 0.0296092 0.0231861 0.0524444 0.030102 0.0420852 0.041359 0.0308646
threshold=0.10337500000000001 -0.053259999999999995 0.14262000000000002 0.081930000000000017 0.098655000000000007 0.14122000000000004 -0.076779999999999987 -0.0060199999999999993 -0.062879999999999978 0.11159000000000001 -0.080324999999999994 0.32202000000000003 -1.0000000180025095e-35 0.10381000000000001 0.095720000000000013 -0.082249999999999976 0.092670000000000016 -0.043914999999999989 0.0045450000000000013 -0.082259999999999986 0.092265000000000014 -0.52556499999999995 -0.085489999999999997 0.11277500000000001 -0.0015799999999999998 0.084305000000000005 0.083995000000000014 -0.010614999999999998 0.095405000000000004 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 9 -2 6 7 -1 -4 11 -9 12 -3 -14 15 19 17 -17 -18 -8 21 -21 -23 24 25 -24 29 -28 -29 -26
right_child=1 2 8 -5 -6 -7 14 10 -10 -11 -12 -13 13 -15 -16 16 18 -19 -20 20 -22 22 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0054126365253558528 0.0049382751354667019 0.001297749396337113 -0.0023851714705006091 0.006957243662327528 0.0030006365796555307 0.0026915971320349633 0.0081697649621803852 0.003576824774629333 0.0013370981228562366 -0.00043837983560349262 3.8155909472455581e-05 -1.6680354262158894e-05 0.0065214860470344631 0.0025646547689006536 0.0023821896640583875 0.0051341907569847911 0.00062684593722224242 0.0022267755947288372 0.0045489149265772388 0.0095547006731586809 0.0019457469088956715 0.0080320025785584701 0.00046605874128915646 0.0017104365413875451 0.0058235647140700963 0.0054547274439755711 0.0041456654481589793 0.012872464276318038 0.0066680859668519013 0.0020107353511063949
leaf_weight=39 146 67 20 20 111 41 28 36 76 21 21 24 30 203 20 1570 20 23 31 21 20 27 27 21 276 96 20 21 22 23
leaf_count=39 146 67 20 20 111 41 28 36 76 21 21 24 30 203 20 1570 20 23 31 21 20 27 27 21 276 96 20 21 22 23
internal_value=0 0.00284225 0.00214029 0.0025555 0.0041014 0.00506655 0.00510778 0.00354854 0.000561625 0.00230033 0.0022731 0.00247783 0.0026774 0.00307412 0.00517384 0.0051987 0.00502765 0.00509221 0.00301085 0.00566582 0.00554367 0.00567356 0.00552065 0.00538664 0.00554582 0.00435965 0.00594885 0.00793544 0.00969813 0.00553027
internal_weight=0 718 461 365 257 2403 2362 96 96 345 57 324 300 233 2266 2246 1644 1593 51 602 574 554 533 506 485 123 362 63 43 299
internal_count=3121 718 461 365 257 2403 2362 96 96 345 57 324 300 233 2266 2246 1644 1593 51 602 574 554 533 506 485 123 362 63 43 299
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 2 1 14 4 1 47 1447 2 1 0 52 457 1 4 1 2 3 16 1 16 133 160 2 15
split_gain=15.0782 2.3242 1.27603 0.986968 0.827056 0.679522 0.430067 0.419252 0.418205 0.389209 0.308812 0.239398 0.227329 0.225206 0.214036 0.193354 0.192314 0.189144 0.338155 0.142677 0.132972 0.131451 0.126619 0.12282 0.1179 0.116016 0.108865 0.101923 0.0990436 0.156622
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.089885000000000007 0.13501500000000002 0.092845000000000025 0.062655000000000016 0.41379000000000005 0.12656000000000003 0.090100000000000013 -0.082869999999999985 -0.090999999999999984 0.122715 -0.062294999999999996 0.048770000000000008 0.080930000000000016 0.084525000000000003 0.052250000000000012 0.13075500000000004 0.094835000000000017 -0.066704999999999987 0.10994000000000002 1.0000000180025095e-35 0.0057500000000000008 -1.0000000180025095e-35 -0.072884999999999991 0.13754500000000003 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 9 8 12 21 13 11 -11 28 -7 -4 -2 -13 -6 19 -19 24 26 -1 25 -24 -14 -15 -5 -27 29 -3
right_child=1 4 5 20 16 6 -8 -9 -10 10 -12 15 17 22 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00063984602877572802 0.00057993598644385863 0.00024030814377634045 0.00044837048054803926 0.00021410531259794286 -3.6356830454854679e-05 0.00073494347465317652 0.00038195130302415774 0.00032041213301962782 0.00081245383698176708 0.00026075277530488046 7.6851727246166825e-05 0.00047949469447428105 0.00059463693261692927 0.0006605213258378096 0.0003914382789810418 0.00024715083634722581 0.00014997144212791614 0.00062171526060007852 0.0003271487591872552 0.00054463645838738093 0.00015118348593306212 0.00047320726146390539 0.00054329779726693366 0.00070147681820626352 0.00066457923123801972 0.00049076850269701307 0.00038742404873218575 0.00062682692657689565 0.00013850760658338569 0.00040842760043163274
leaf_weight=28 115 101 22 22 57 41 39 66 60 66 75 40 477 1085 29 21 34 31 29 176 24 52 77 25 115 27 38 98 24 27
leaf_count=28 115 101 22 22 57 41 39 66 60 66 75 40 477 1085 29 21 34 31 29 176 24 52 77 25 115 27 38 98 24 27
internal_value=0 0.000282464 0.000613853 0.000443444 0.000199984 0.000625127 0.000583385 0.000436094 0.000652315 0.000242843 0.000162933 0.000295741 0.000592425 0.000645113 0.000541975 0.000399507 3.32603e-05 0.000585368 0.000479341 0.000593652 0.000274534 0.000531531 0.000648412 0.000582067 0.000608224 0.000654004 0.000323874 0.000597438 0.000254098 0.000275771
internal_weight=0 673 2448 228 445 2302 908 146 1394 354 141 213 869 1334 144 61 91 828 60 768 84 80 1312 102 592 1210 60 125 152 128
internal_count=3121 673 2448 228 445 2302 908 146 1394 354 141 213 869 1334 144 61 91 828 60 768 84 80 1312 102 592 1210 60 125 152 128
is_linear=0
shrinkage=0.00196078


Tree=8739
num_leaves=31
num_cat=0
split_feature=1 52 1 12 0 0 44 4 1 1 2 11 0 0 16 0 3 52 11 43 400 475 4 42 42 3 3 3 133 475
split_gain=0.281437 0.0738659 0.0430366 0.0332711 0.026051 0.0230597 0.021042 0.0226753 0.0226251 0.021871 0.0209229 0.0190158 0.0353713 0.0248392 0.021783 0.0241861 0.0233178 0.0214443 0.0240245 0.0206765 0.0343738 0.0206236 0.0189776 0.0177879 0.0316756 0.0203377 0.0481898 0.0374281 0.0198797 0.0181026
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.085885000000000017 0.18019500000000002 -0.11991499999999998 1.0000000180025095e-35 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.13913500000000004 1.0000000180025095e-35 -0.11173999999999999 -0.15350499999999997 0.013515000000000001 -0.099059999999999995 -0.11171999999999999 0.088785000000000017 0.080150000000000013 0.062770000000000006 -0.064794999999999978 -0.086169999999999983 -0.011559999999999999 0.089625000000000024 0.090310000000000015 -0.082484999999999989 -0.082879999999999995 -0.082234999999999989 0.095000000000000015 -0.0095899999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -5 7 10 -9 -10 11 12 13 -1 15 -14 -16 18 -13 23 -21 -18 -7 25 -25 26 -17 -27 29 -29
right_child=1 2 -4 5 -6 22 -8 8 9 -11 -12 17 14 -15 16 19 21 -19 -20 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0042533371942893913 0.0053593395760068302 0.0023940731819526457 0.0010397601656495681 0.0011651026804677465 0.0020200010688443269 0.0066961166921400417 0.0080342270404798917 0.0046723120895908344 1.6575525726445698e-06 0.0040037378811070487 0.0019650576078856833 0.010015612473944203 0.0080433083002229549 0.00050160080473870042 0.0012029519269708545 0.0055385791345431042 0.0066812883943582523 0.0041176928879900114 0.0061906563480778679 0.0081736189057119192 0.0037493693381192212 0.0043912214453192952 0.003946850012653158 0.00138983087008819 0.0051171910898709623 0.0097878672198617248 0.00077772355977107186 0.0035767113677028454 0.008962030726529303 0.0060914141764240211
leaf_weight=60 102 359 160 22 28 34 24 257 22 36 20 24 34 25 20 633 46 27 52 20 144 271 96 25 259 29 22 33 21 216
leaf_count=60 102 359 160 22 28 34 24 257 22 36 20 24 34 25 20 633 46 27 52 20 144 271 96 25 259 29 22 33 21 216
internal_value=0 0.00285211 0.00247099 0.00291912 0.00505199 0.0041592 0.00508858 0.00505779 0.0042697 0.00248571 0.00518311 0.00521593 0.00514261 0.00314989 0.00523814 0.00540795 0.0045146 0.00653851 0.00739854 0.00534404 0.00428891 0.00472353 0.00466589 0.00548381 0.00478908 0.00569063 0.00537867 0.00637401 0.00600733 0.00575814
internal_weight=0 773 671 511 2348 152 2320 2296 315 58 1981 1961 1858 85 1773 1436 337 103 76 1402 164 317 130 1238 284 954 655 299 270 249
internal_count=3121 773 671 511 2348 152 2320 2296 315 58 1981 1961 1858 85 1773 1436 337 103 76 1402 164 317 130 1238 284 954 655 299 270 249
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 4 1 14 14 0 1 12 4 12 1 47 1 13 2 12 1 4 4 47 14 11 11 4
split_gain=8.15415 1.22153 0.618242 0.503144 0.482195 0.391076 0.276597 0.273138 0.26959 0.255111 0.188258 0.228135 0.257518 0.200392 0.18129 0.123128 0.133752 0.11879 0.11065 0.109788 0.101481 0.0875071 0.0771915 0.0726737 0.0626626 0.0601235 0.0549099 0.0509852 0.0500172 0.0500031
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.14122000000000004 0.087735000000000021 0.40124500000000002 0.092845000000000025 0.062655000000000016 -1.0000000180025095e-35 -0.13027499999999997 0.083135000000000014 0.091475000000000015 -0.17966999999999997 -0.42850999999999995 0.13332000000000002 0.078345000000000012 0.122715 0.043850000000000007 0.11682500000000001 0.082095000000000015 0.11910500000000002 0.042705000000000007 0.00063500000000000004 0.10350500000000001 -0.41790499999999997 1.0000000180025095e-35 0.084110000000000004 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 7 14 9 -4 10 -1 12 -12 19 -3 -6 -17 26 25 23 -16 -21 28 29 -15 -2 -8 -11 -5 -13
right_child=1 4 8 22 15 -7 17 -9 -10 27 11 13 -14 24 20 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068675303596189645 0.00052535190322478996 0.00048205043855762363 0.00050018743829526285 0.00026448498772201583 0.00019534842118996531 0.00033846592788046938 0.00025265715311250417 0.00032781836463540207 0.00028737806017340155 0.00056489525472416596 0.00056444940954641584 0.00064082979765435499 0.00035401443616868097 0.00051622935465884981 0.00032776557021461098 0.00016626440733671189 -1.409127032664565e-05 0.00029682779705878068 0.00035707922129714868 0.00040104782000407492 0.0002292446693844793 0.00053051301136928923 0.00020737249524103088 0.0005032593100760287 0.00047369232665353468 0.00043121923783830568 0.00014659847586684434 0.00067028920841859837 0.00039244336850198031 0.00055383531296031286
leaf_weight=29 75 20 37 24 35 41 23 25 60 25 36 26 59 578 91 25 43 34 29 34 72 49 37 111 173 40 102 60 23 1105
leaf_count=29 75 20 37 24 35 41 23 25 60 25 36 26 59 578 91 25 43 34 29 34 72 49 37 111 173 40 102 60 23 1105
internal_value=0 0.000278261 0.000521959 0.000394965 0.000218466 0.000528289 0.000253888 0.000531658 0.000368553 0.000533888 0.000529816 0.000527719 0.000433758 0.000532019 0.000305865 0.000100853 5.2216e-05 0.000194065 0.000465316 0.000546522 0.000284247 0.000477479 0.000274365 0.000551136 0.000506431 0.00049261 0.000166113 0.000639291 0.000327103 0.000555835
internal_weight=0 673 2448 228 445 2351 342 2310 97 2285 2200 2171 95 2076 183 103 68 159 144 1325 163 83 84 1242 751 115 125 85 47 1131
internal_count=3121 673 2448 228 445 2351 342 2310 97 2285 2200 2171 95 2076 183 103 68 159 144 1325 163 83 84 1242 751 115 125 85 47 1131
is_linear=0
shrinkage=0.00196078


Tree=8741
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 2 150 4 0 15 47 12 4 1 47 4 0 2 3 1 1 0 47 14 16
split_gain=8.77076 1.42018 0.850544 0.778007 0.707286 0.386464 0.312987 0.272362 0.226896 0.210673 0.174756 0.145802 0.138648 0.122588 0.182195 0.104256 0.104048 0.159198 0.100847 0.0851584 0.107034 0.107592 0.0888597 0.0725385 0.071055 0.0683405 0.0655821 0.0641976 0.062607 0.0637095
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.17025000000000004 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.12171500000000002 0.09141500000000001 -0.52556499999999995 0.097525000000000014 1.0000000180025095e-35 0.41555500000000006 -0.062294999999999996 0.14019000000000004 -0.14847999999999997 0.15799000000000005 0.083345000000000016 -0.060129999999999996 0.093140000000000014 -0.46413499999999996 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 -6 12 -5 11 15 18 13 14 -1 -4 17 -15 -7 22 21 -21 28 -19 -12 -14 -18 -27 -3 -30
right_child=1 2 10 8 6 9 -8 -9 -10 -11 24 -13 25 16 -16 -17 26 23 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00067365550501978706 0.00058885783975757362 0.00039398119855327767 0.00020049920947250646 0.00054233492284394471 0.00054274088041511462 0.0005487830691865513 0.00032977922821895989 0.0007172097460999918 0.00034357946530712605 0.00040240962344047118 0.00015155474214227096 0.00041424372343694117 0.0005718469116552722 0.00078014267095621089 0.00046467656618355601 0.00035172283795534395 0.00059040476931285603 0.00049831311565403844 0.00063429890593112096 0.00048724059380737003 0.00024035630137229165 0.00030157627236971111 0.00016645516995886518 0.00061747870987377486 1.7920886379441403e-06 0.00039811710973142406 0.00050097185744546273 0.00054153344380894518 0.00030406367986070666 0.0002235827779873194
leaf_weight=23 74 21 106 34 83 309 39 79 63 39 29 27 108 23 53 21 433 20 64 28 21 21 24 1089 21 20 34 30 132 53
leaf_count=23 74 21 106 34 83 309 39 79 63 39 29 27 108 23 53 21 433 20 64 28 21 21 24 1089 21 20 34 30 132 53
internal_value=0 0.000332592 0.000300933 0.000585337 0.000348784 0.000592437 0.000474663 0.000604483 0.000413246 0.000539972 0.000186846 0.000553384 0.000599625 0.000604862 0.00052792 0.000225505 0.000608519 0.000618678 0.000563456 0.000297594 0.000357476 0.00040767 0.000279369 0.00061533 8.86544e-05 0.0005441 0.000583894 0.000484167 0.000292524 0.000281007
internal_weight=0 673 599 2448 422 2351 122 1912 97 439 177 400 1833 1675 76 127 1599 1132 373 300 70 49 230 1109 50 158 467 50 206 185
internal_count=3121 673 599 2448 422 2351 122 1912 97 439 177 400 1833 1675 76 127 1599 1132 373 300 70 49 230 1109 50 158 467 50 206 185
is_linear=0
shrinkage=0.00196078


Tree=8742
num_leaves=31
num_cat=0
split_feature=1 3 1 4 15 0 2 2 1 43 1 2 1 0 2 42 1210 133 51 50 480 133 394 50 483 474 484 0 15 12
split_gain=0.313427 0.0489311 0.0412177 0.0394579 0.0350489 0.0433166 0.0405328 0.0319668 0.0500185 0.026279 0.0237908 0.0234726 0.0225315 0.0265771 0.023148 0.0225117 0.0224914 0.0242038 0.0240453 0.0296943 0.0231962 0.0240031 0.0239158 0.0285141 0.02494 0.0285571 0.0673011 0.0352865 0.021652 0.0211261
threshold=0.10920500000000001 -0.053259999999999995 0.091195000000000012 -0.17966999999999997 0.091650000000000023 -0.071924999999999989 0.10252500000000002 0.088850000000000012 0.08864000000000001 -0.077319999999999986 0.13075500000000004 0.31358000000000003 0.085345000000000018 0.041630000000000007 0.10672500000000001 -0.019989999999999997 -0.15347999999999998 0.26430000000000003 0.082455000000000014 0.07826000000000001 -0.085809999999999984 0.12330000000000001 0.055520000000000007 0.10877000000000002 -0.095084999999999989 0.085295000000000024 0.085435000000000025 -0.099059999999999995 0.087685000000000013 0.085495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 -4 5 6 -5 16 12 -7 15 -3 13 -9 -15 -2 -1 18 20 -20 -18 22 23 24 -22 27 -27 29 -19 -26
right_child=1 11 3 4 -6 9 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 28 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0089258691417458264 0.0017009607521520757 0.0022044976278028021 0.0063553879278005808 0.0050058286024674695 0.005428422993731744 0.0026629527621535643 0.0023408880375791344 0.0052478406667073423 0.00062557802977971733 -0.0018622181511351041 0.0018596784787951036 -0.00090944541846581088 0.0082490314081635173 0.0045459910019956251 0.00095990442162103683 0.0051923961998165957 0.0093346966120104007 0.0058351898438207088 0.002432111252727377 0.0059541276874908906 0.009368879226967693 0.0088520879786561386 0.0085151817564937202 0.00268978213666585 0.009227838862687349 0.005977342877088598 -0.00029829267598688607 0.0057552294529041054 0.0022060258639976385 0.005448251862184234
leaf_weight=23 22 351 91 156 131 33 90 835 25 21 40 26 23 54 27 115 21 31 43 54 20 28 33 29 50 54 25 614 35 21
leaf_count=23 22 351 91 156 131 33 90 835 25 21 40 26 23 54 27 115 21 31 43 54 20 28 33 29 50 54 25 614 35 21
internal_value=0 0.00263369 0.00525639 0.00446326 0.00406377 0.00346787 0.00403085 0.00545884 0.00504016 0.000903164 0.00400528 0.00198974 0.0051577 0.00508007 0.00335063 0.00463173 0.0058322 0.00576494 0.00588831 0.00439282 0.0060504 0.00597148 0.00587614 0.00576902 0.00588292 0.00579167 0.00399138 0.00599929 0.00391063 0.00810993
internal_weight=0 554 2567 522 431 300 246 2045 964 54 177 377 939 916 81 137 1081 1058 992 97 895 874 846 813 784 764 79 685 66 71
internal_count=3121 554 2567 522 431 300 246 2045 964 54 177 377 939 916 81 137 1081 1058 992 97 895 874 846 813 784 764 79 685 66 71
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 2 14 2 11 1 4 49 1 15 1 4 40 0 0 1 2 47 16 50 15 1
split_gain=14.0386 2.25887 1.23244 1.10019 0.74525 0.649761 0.605018 0.481247 0.446677 0.416981 0.345195 0.336492 0.193417 0.191264 0.21697 0.1728 0.12252 0.119272 0.117635 0.115942 0.111874 0.0979563 0.0941731 0.0797467 0.0780198 0.075533 0.0742679 0.0701971 0.0790498 0.0668722
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13712500000000002 -1.0000000180025095e-35 0.09253500000000002 0.089885000000000007 0.062655000000000016 0.10855000000000002 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 -0.054984999999999992 0.085345000000000018 -0.086849999999999997 0.16175000000000003 -0.04890499999999999 -0.077714999999999992 -0.099059999999999995 -0.098289999999999975 0.11654500000000001 0.13501500000000002 0.091680000000000011 0.27776000000000006 0.041865000000000006 -0.090344999999999995 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 15 7 6 9 20 17 10 16 21 13 26 -15 -2 -4 -1 27 -13 -3 -9 -18 -21 -5 -17 -11 28 -6 -10
right_child=1 4 5 24 18 -7 -8 11 29 12 -12 19 -14 14 -16 25 22 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062977458169777149 0.00040662300976220347 0.0002172273285178831 0.00066608957763022677 0.00031674579019400512 0.00012164151545843284 0.00032231271706611411 0.00038870973214583993 0.00036055891860134215 0.00037194477377904667 0.00061240925417752631 0.00080470455530422182 0.00040113436011206201 0.00069530043039489847 0.00061796159700018343 0.00038488060171525779 0.00063982002347575794 0.00054112788776751431 0.00047510605808340781 -5.2961325281613565e-05 0.00028741026630479038 8.3238984887287304e-05 0.00050908337446762587 0.00063572594647587995 0.00019607937254544427 0.00018273401256723731 0.0005418103288558283 0.00055759727312327872 0.00019831530917801106 -2.6513301087178144e-05 0.00024096115239947342
leaf_weight=36 23 46 878 61 45 26 38 38 47 598 60 21 81 28 34 62 45 41 21 80 50 31 401 68 23 59 113 25 20 22
leaf_count=36 23 46 878 61 45 26 38 38 47 598 60 21 81 28 34 62 45 41 21 80 50 31 401 68 23 59 113 25 20 22
internal_value=0 0.000299686 0.000619448 0.000458388 0.000218374 0.000630528 0.000634048 0.000264633 0.000444752 0.000638214 0.000659238 0.000311903 0.000604142 0.00059459 0.000490143 0.000562417 0.000652646 0.000547419 7.91829e-05 0.000264793 0.000147442 0.000427287 0.000626181 0.000245447 0.000280052 0.00059203 0.000603698 0.000110016 7.60554e-05 0.000330182
internal_weight=0 673 2448 228 445 2302 2276 334 146 2238 1384 238 854 773 62 144 1324 77 111 169 96 69 446 148 84 121 711 90 65 69
internal_count=3121 673 2448 228 445 2302 2276 334 146 2238 1384 238 854 773 62 144 1324 77 111 169 96 69 446 148 84 121 711 90 65 69
is_linear=0
shrinkage=0.00196078


Tree=8744
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 1 0 4 150 2 1447 13 12 4 4 47 47 0 12 131 15 10 12
split_gain=17.7748 2.67885 1.70032 1.46579 0.949388 0.782109 0.455769 0.421067 0.408006 0.403228 0.363445 0.344232 0.247282 0.253914 0.242102 0.226495 0.186482 0.104304 0.103226 0.0928164 0.0924839 0.0917292 0.0916792 0.0903355 0.0641421 0.0689705 0.0637481 0.0603308 0.0706933 0.0576158
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.11474000000000002 0.13501500000000002 0.14753000000000002 0.089625000000000024 -0.09595999999999999 0.27834500000000006 1.0000000180025095e-35 0.089885000000000007 -0.082869999999999985 -1.0000000180025095e-35 0.085885000000000017 0.022185000000000003 -0.0070899999999999991 0.10648500000000001 0.08265500000000002 0.14486500000000005 0.099815000000000015 0.091440000000000007 -0.41942499999999994 -0.38124499999999995 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 22 6 12 11 -5 21 15 14 16 23 -4 20 -1 -18 -16 -15 24 -6 -3 -14 25 -7 -2 -13 -29 -23
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 27 13 19 18 -17 17 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00073789680832657834 0.00071948033066962882 0.00030003288830402213 0.00033340209738954023 0.00061802779105711559 0.00072244351484528448 0.00072226150708193393 0.00086500471262282073 0.00037945854604338764 0.00035622603728685504 0.00032084638685036718 0.00046638732310384513 0.00011552437757856359 0.0004756776065857825 0.00056968991281837868 0.00012269313177505801 0.00047035695040994639 0.00080016597888652168 0.00068234508199726835 0.00026166666915928356 0.00069987553434584467 0.00061730149147265099 0.00062696506504315798 0.00042828617988799523 0.00063481511840341137 0.00058186887207303242 0.00065083859352238883 0.00058989156987152849 8.5452453431892478e-05 -5.5726390237633889e-05 0.00050044950024754394
leaf_weight=1050 54 200 40 37 21 127 79 34 60 24 48 32 32 23 86 26 31 424 27 249 128 31 24 24 22 88 20 25 30 25
leaf_count=1050 54 200 40 37 21 127 79 34 60 24 48 32 32 23 86 26 31 424 27 249 128 31 24 24 22 88 20 25 30 25
internal_value=0 0.000332496 0.000289015 0.000692299 0.000384936 0.000702045 0.000719182 0.000175239 0.000456089 0.00054276 0.000627409 0.000146308 0.000712897 0.000664113 0.000202305 0.000647176 0.000723529 0.000690372 0.000155899 0.000688867 0.000659772 0.000611928 0.000313774 0.000543879 0.000682709 0.000693028 0.000684456 4.7831e-05 8.44581e-06 0.000570485
internal_weight=0 673 599 2448 325 2351 1912 274 97 101 439 240 1833 328 153 391 1505 455 113 272 365 77 224 56 237 215 74 87 55 56
internal_count=3121 673 599 2448 325 2351 1912 274 97 101 439 240 1833 328 153 391 1505 455 113 272 365 77 224 56 237 215 74 87 55 56
is_linear=0
shrinkage=0.00196078


Tree=8745
num_leaves=31
num_cat=0
split_feature=1 4 123 150 44 4 1 457 2 0 394 4 4 2 0 15 0 1212 16 43 43 43 2 475 4 4 42 43 12 13
split_gain=0.386703 0.0575285 0.049177 0.0369715 0.0338188 0.0383646 0.0297061 0.0269972 0.0240196 0.0229965 0.0391486 0.024446 0.0237027 0.0260244 0.0200882 0.022825 0.0201835 0.0199875 0.0198367 0.024287 0.0280956 0.0304732 0.0215348 0.0214661 0.0203881 0.0218504 0.0189149 0.0204692 0.0188149 0.0364923
threshold=0.10920500000000001 0.27044500000000005 1.0000000180025095e-35 0.084680000000000019 0.081805000000000017 0.042705000000000007 0.15471500000000002 0.29113500000000009 0.14285500000000004 -0.079119999999999982 -0.079424999999999982 -0.49405499999999997 0.0067750000000000006 0.10276500000000001 -0.079829999999999998 0.088060000000000013 -0.080309999999999979 0.11930500000000001 -0.046599999999999996 -0.041049999999999996 -0.036954999999999995 -0.0040649999999999983 0.09358000000000001 -0.090954999999999994 -0.14098499999999997 -0.37944499999999992 -0.076394999999999977 -0.080324999999999994 0.09320500000000001 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 7 -3 9 -2 12 -11 28 13 14 16 -16 17 -1 19 22 -21 -22 -13 -20 25 -25 -4 -28 -12 -30
right_child=1 6 26 -5 -6 -7 -8 -9 -10 10 11 18 -14 -15 15 -17 -18 -19 23 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0061236034500685684 0.0049909793204537013 0.0021598715173610471 0.0064498765970624622 0.002019662011511306 0.0092527542296530953 0.0047970808676319381 -0.00095782945431502819 0.0024381529158827935 0.0017789025092497469 0.0011404889030382037 0.0077262806911887819 0.0064272745103874018 0.0085156024822851568 0.0027190226341851733 0.010668846933792036 0.0062362535767113937 0.0037076601402505358 0.0092364849642979693 0.0076334983498478936 0.0019181357341862861 0.0082938714467577241 0.0050907579662795317 0.010211170251880375 0.0044036618132582478 0.0049600489948269967 0.00035908359145237645 0.0040711994964762457 0.00091168895998070475 0.0020005516102537513 0.007636311910270404
leaf_weight=1161 169 241 21 82 28 355 35 22 27 20 86 53 43 22 21 26 34 21 24 21 38 136 21 34 212 22 70 29 20 27
leaf_count=1161 169 241 21 82 28 355 35 22 27 20 86 53 43 22 21 26 34 21 24 21 38 136 21 34 212 22 70 29 20 27
internal_value=0 0.00278723 0.00570041 0.00380258 0.00579734 0.00575734 0.00176451 0.0059225 0.0045485 0.00596004 0.00550237 0.00562807 0.00620611 0.00612882 0.00618822 0.00821677 0.00610981 0.00617891 0.00533909 0.00595863 0.00537329 0.00579029 0.00750108 0.00476835 0.00451177 0.00281472 0.00372392 0.00314569 0.006847 0.00523812
internal_weight=0 554 2567 278 2447 2419 276 2064 196 2042 714 694 1328 1285 1263 47 1216 1182 561 269 195 174 74 292 268 56 120 99 133 47
internal_count=3121 554 2567 278 2447 2419 276 2064 196 2042 714 694 1328 1285 1263 47 1216 1182 561 269 195 174 74 292 268 56 120 99 133 47
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 47 2 1 0 2 15 4 0 1 15 47 0 4 3 1 12 4 131 1 16 12
split_gain=15.4172 2.50786 1.47479 1.24196 0.964236 0.80907 0.484177 0.427124 0.413619 0.395715 0.38528 0.275701 0.308367 0.260525 0.213459 0.196819 0.193393 0.150838 0.146123 0.13152 0.104662 0.0937022 0.0934863 0.0920884 0.0846485 0.0814682 0.0696229 0.0892141 0.0685196 0.0637074
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.13082500000000002 0.10672500000000001 0.085760000000000017 -0.097274999999999986 0.14285500000000004 -0.097454999999999986 0.27834500000000006 -0.22491999999999998 1.0000000180025095e-35 -0.03241999999999999 0.090100000000000013 -0.030209999999999997 0.0082450000000000006 -0.017889999999999996 0.11588000000000001 0.087695000000000009 -0.036839999999999991 0.082750000000000004 0.15799000000000005 0.22339500000000004 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 19 6 11 16 -5 13 23 24 14 15 -13 -4 -7 20 -19 -3 29 -14 -17 -6 -1 -2 27 -15 -26 -18
right_child=1 2 9 8 10 7 -8 -9 -10 -11 -12 12 21 26 -16 22 17 18 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00079904460632312089 0.00079739230812764629 0.00036284168731387197 0.00040309321476626991 0.0006977697088884784 0.00075161787443885617 0.00055990835420494014 0.00094528649235586066 0.00050337131681666314 0.00042941698655509295 0.0004483356998831618 0.00041781817184609858 0.00072858255807413603 0.00075637610909206417 0.00016687515926433374 0.00050253826903670314 0.00032515719292803815 0.00074976286481872136 0.00062793249370448505 0.00080710454679587301 0.00049689441954742491 0.00061368822125181031 0.00062471028423989302 0.00019826863063475512 0.00061168918475747744 0.00076872240924099038 0.00065186031642748186 0.00025673403041711186 1.7720640134362001e-05 0.00065339002219123551 0.00069857501526107756
leaf_weight=680 50 191 39 34 40 32 62 41 63 37 28 29 375 58 36 33 121 21 105 33 47 22 69 33 348 21 20 21 21 411
leaf_count=680 50 191 39 34 40 32 62 41 63 37 28 29 375 58 36 33 121 21 105 33 47 22 69 33 348 21 20 21 21 411
internal_value=0 0.000405815 0.000364709 0.000740908 0.000454307 0.000749879 0.000775461 0.000698158 0.000523479 0.000259586 0.00061336 0.000768492 0.000728582 0.000230487 0.000603389 0.00028462 0.000708994 0.000715761 0.000777243 0.000382591 0.000702382 0.00074908 0.000239321 0.000688362 0.00078607 0.000754348 0.00015339 0.000127226 0.000762159 0.000710217
internal_weight=0 673 602 2448 325 2351 1573 778 97 277 101 1511 462 240 65 141 737 705 126 224 579 397 102 73 1049 71 99 79 369 532
internal_count=3121 673 602 2448 325 2351 1573 778 97 277 101 1511 462 240 65 141 737 705 126 224 579 397 102 73 1049 71 99 79 369 532
is_linear=0
shrinkage=0.00196078


Tree=8747
num_leaves=31
num_cat=0
split_feature=1 3 1 46 124 4 2 10 14 43 4 42 16 2 15 133 15 15 1 3 3 160 151 4 49 12 4 3 16 15
split_gain=0.386262 0.0848423 0.0423594 0.0450422 0.0320343 0.030335 0.0287019 0.0272082 0.0245959 0.0251549 0.0337307 0.0244085 0.0229386 0.0205394 0.024382 0.0214426 0.0198983 0.0197182 0.0175913 0.0214991 0.0172296 0.0300725 0.0231584 0.0235917 0.0206937 0.0193999 0.0229248 0.0401841 0.0184058 0.0190718
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 -0.076779999999999987 0.41257000000000005 0.13404500000000005 -0.062879999999999978 0.062655000000000016 -0.52440999999999993 -0.52556499999999995 -0.0060199999999999993 0.13751500000000003 0.13712500000000002 0.013270000000000002 0.089200000000000015 -0.43375999999999998 0.094035000000000007 0.10638500000000002 0.30112000000000005 0.086245000000000016 -0.087429999999999994 -0.044604999999999992 -0.059649999999999988 -0.054319999999999993 0.099815000000000015 -0.49013999999999996 -0.20241999999999996 0.013515000000000001 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 13 11 -2 8 -4 9 -6 -11 -1 -8 14 15 18 -7 -10 -3 -20 25 -22 -23 -24 -25 26 -12 -28 -27 -30
right_child=1 2 7 -5 6 16 12 -9 17 10 20 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 23 24 -26 28 27 -29 29 -31
leaf_value=0.0059212322687157079 0.0053521238373253838 0.00088677162121078297 -0.0026670639292292655 0.0074696708982810375 0.0023144437931478024 0.004316053542503584 0.0015104209590289328 0.0013881228235568881 0.0087919068500363767 0.0090498466383327134 0.0084790115672591562 0.0026745769728318252 0.0058604110741395168 0.0010702326044876418 0.0054035668222544098 0.00043238603240369186 0.00074566686924771165 0.0056666564224570094 0.0040334509369158366 0.0015302067121450344 0.0078981686302501235 0.0067122962354915217 0.0050459554182452852 0.0036153673770881836 -0.00087918078526854531 0.0055482490565409168 0.0019000215698421624 0.0060209275537687953 0.0048713702719205207 0.0011162777309350316
leaf_weight=39 176 33 21 20 20 37 27 78 52 33 37 57 22 71 36 38 27 33 135 46 23 22 32 21 20 197 24 1685 38 21
leaf_count=39 176 33 21 20 20 37 27 78 52 33 37 57 22 71 36 38 27 33 135 46 23 22 32 21 20 197 24 1685 38 21
internal_value=0 0.00314008 0.00236982 0.00285094 0.00578339 0.00467417 0.00585787 0.000527932 0.00590983 0.00584455 0.00587735 0.00399353 0.00346348 0.00259363 0.00296919 0.00262143 0.0028098 0.00757857 0.00301013 0.00339727 0.00582796 0.00465371 0.00386821 0.00301109 0.0014229 0.00589718 0.00601637 0.00596306 0.00508421 0.00353481
internal_weight=0 718 478 379 2403 240 2307 99 2258 2173 2153 96 49 359 288 252 64 85 214 181 2120 118 95 73 41 2002 1746 1709 256 59
internal_count=3121 718 478 379 2403 240 2307 99 2258 2173 2153 96 49 359 288 252 64 85 214 181 2120 118 95 73 41 2002 1746 1709 256 59
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=31
num_cat=0
split_feature=1 52 3 52 4 2 12 51 48 43 43 2 13 13 16 16 402 4 472 49 39 3 52 1 1 402 401 1 2 15
split_gain=0.313053 0.0774254 0.0446668 0.0317245 0.0291362 0.0280139 0.0249026 0.0242577 0.0207965 0.0228947 0.0319182 0.0220062 0.0327957 0.0190562 0.0212143 0.018534 0.0231825 0.0315323 0.0191965 0.0233212 0.0226931 0.0264671 0.0199409 0.0187834 0.0175087 0.0164761 0.0220759 0.019985 0.0279433 0.0176696
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.19022000000000003 0.40124500000000002 0.092365000000000017 -0.42850999999999995 -0.41904999999999998 0.15068000000000001 -0.04890499999999999 -0.24021999999999996 0.11411 -0.039649999999999998 -0.0075049999999999987 -0.074319999999999983 -0.45661999999999997 0.095250000000000015 -0.064054999999999987 -0.065034999999999996 -0.047584999999999995 0.10166000000000001 -0.14186499999999996 -0.061194999999999992 0.08864000000000001 0.13332000000000002 0.31115000000000004 0.11336 0.086920000000000011 0.089605000000000018 0.098485000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 25 -4 -3 9 10 -9 12 -11 -13 -15 -7 18 -18 -17 22 21 -21 -20 -23 -8 26 27 29 -29 -1
right_child=1 2 6 -5 -6 15 24 8 -10 11 -12 13 -14 14 -16 16 17 -19 19 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0056100530996008955 0.0055517867476659356 0.0058759912460421525 0.0027237494356398073 0.0049570425117112351 0.0015917468485316601 0.0063955615202541507 0.0015453313346952199 0.0053018531441163461 -0.00059959083922546017 0.0074714970103321749 0.0014444756850880908 0.0010177803989521365 0.0032783124408910444 0.0020395422182863934 0.0057668699569498692 0.0064316493554765156 0.0097444132994860405 0.0047669277342668338 0.0040507068409799387 0.0068926443690029184 0.0012480485297384717 0.0045657880599502335 -3.9970655713907696e-05 0.0022784700244068146 -0.0017826204439273189 0.0027044798358387893 0.0080074949881860195 0.005056668152093876 0.0012241535168141127 0.0077763712272430081
leaf_weight=1089 93 21 35 62 22 63 25 24 22 26 202 54 66 37 26 45 20 35 26 46 21 452 22 39 43 21 35 390 20 39
leaf_count=1089 93 21 35 62 22 63 25 24 22 26 202 54 66 37 26 45 20 35 26 46 21 452 22 39 43 21 35 390 20 39
internal_value=0 0.00285487 0.00246481 0.00282881 0.00521412 0.00524784 0.000556426 0.00255277 0.00240006 0.00255177 0.00185411 0.00330617 0.00446334 0.00239625 0.0035778 0.00475212 0.00460547 0.00657692 0.00443891 0.00429093 0.00447288 0.00459899 0.00217581 0.00438411 -0.000559109 0.00548699 0.00552414 0.00546763 0.00486972 0.00568495
internal_weight=0 736 643 540 2385 2363 103 478 457 435 226 209 92 117 63 769 706 55 651 606 558 537 48 491 68 1594 1573 1538 410 1128
internal_count=3121 736 643 540 2385 2363 103 478 457 435 226 209 92 117 63 769 706 55 651 606 558 537 48 491 68 1594 1573 1538 410 1128
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 1 4 2 2 4 1 0 47 3 52 457 160 11 15 131 15 3 475 2 2 1
split_gain=23.4268 3.90245 2.45861 1.88276 1.43623 1.13918 0.732827 0.657287 0.62449 0.57404 0.496242 0.444378 0.422541 0.370429 0.252379 0.253425 0.160609 0.140881 0.130321 0.121831 0.113059 0.100647 0.0967189 0.095619 0.114115 0.104179 0.0914773 0.0875853 0.0843672 0.0815302
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.092235000000000025 0.14285500000000004 0.27834500000000006 0.087135000000000004 -0.097024999999999986 0.090100000000000013 -0.017889999999999996 -0.56176499999999996 0.080930000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.096999999999999989 0.082750000000000004 -0.42198999999999992 0.31534000000000006 -0.07675499999999999 -1.0000000180025095e-35 0.14960000000000004 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 7 12 8 11 -5 -6 14 13 -4 -1 22 29 -15 -13 26 -19 -10 -16 24 -14 -26 -20 -17 -7 -3
right_child=1 2 6 9 10 28 -8 -9 21 -11 -12 18 23 17 15 27 -18 20 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00080343237124714303 0.00077623605843375179 0.0003174113382632428 0.00034633053198261036 0.00069215039936385209 0.00068860603807644762 0.00055597430616351586 0.00041131726443909689 0.00044901312870624798 0.00083558423583414041 0.00037601215227478361 0.00039450875985637016 0.00083776414094707244 8.9432135174969397e-05 0.00022702493054091718 0.0007053245089352581 0.00064223800567574422 0.00044559846180217231 0.00019549195636429039 0.00080331270229370196 0.00059903261708278276 2.0550283793995036e-05 0.00098366355925214055 0.00053777046902030818 0.0001377833374848991 1.0472359645801917e-05 -0.00016623694031937597 0.00071955807742791523 0.00077270870789140932 0.00039099131529619793 0.00022034400870630283
leaf_weight=1088 71 147 39 34 71 22 37 24 25 63 32 39 27 33 26 21 32 20 55 30 49 60 27 20 29 23 567 341 26 43
leaf_count=1088 71 147 39 34 71 22 37 24 25 63 32 39 27 33 26 21 32 20 55 30 49 60 27 20 29 23 567 341 26 43
internal_value=0 0.000341466 0.000290189 0.000754532 0.000405873 0.000765577 0.000154458 0.000771808 0.000775208 0.000486823 0.000597236 0.000768819 0.000114859 0.000183798 0.00078774 0.0007466 0.000317087 0.000121653 0.000727663 0.000721078 7.1258e-05 0.000940111 0.000619967 1.66726e-05 -1.39884e-05 -6.76875e-05 0.000726964 0.00076514 0.000466609 0.000295443
internal_weight=0 673 602 2448 325 2351 277 2303 2279 97 103 2194 240 141 1503 415 222 102 691 652 69 85 53 99 79 52 622 362 48 190
internal_count=3121 673 602 2448 325 2351 277 2303 2279 97 103 2194 240 141 1503 415 222 102 691 652 69 85 53 99 79 52 622 362 48 190
is_linear=0
shrinkage=0.00196078


Tree=8750
num_leaves=31
num_cat=0
split_feature=1 52 12 15 3 1 52 52 50 2 43 12 3 2 2 1 12 480 15 4 0 16 13 15 2 3 12 42 41 12
split_gain=0.335211 0.0535429 0.0440054 0.0482686 0.0427489 0.0415455 0.0354907 0.0455338 0.0324172 0.0277006 0.0298622 0.0301902 0.0270961 0.0264683 0.0434499 0.0257201 0.0236686 0.025703 0.0225404 0.0220973 0.037113 0.0213115 0.0204513 0.0190067 0.0326612 0.0172381 0.0239851 0.0171868 0.0170659 0.0244625
threshold=0.10920500000000001 -0.26636999999999994 0.051320000000000005 0.035560000000000008 0.11924500000000002 0.14860500000000001 -0.088614999999999985 0.047850000000000011 0.14026500000000003 0.13404500000000005 0.084740000000000024 0.11527000000000001 -0.087909999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.093575000000000019 0.090285000000000018 -0.03031 -0.14601999999999996 0.033845000000000007 -0.093584999999999988 -0.008904999999999998 -0.11122999999999998 -0.099734999999999976 0.085730000000000015 -0.065819999999999976 0.10673000000000001 -0.069529999999999995 0.075585000000000013 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 8 -1 12 9 10 11 13 -8 -3 -15 23 28 -18 -9 20 27 -16 -7 -14 -25 -22 -27 -19 -4 -30
right_child=1 5 16 -5 -6 22 7 18 -10 -11 -12 -13 15 14 21 -17 17 19 -20 -21 25 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0058467244489368089 0.0055990834564436237 0.00070165587998808753 0.0055920044512240991 0.0072844851800861468 7.5227545144466254e-06 0.0015025695858639665 -0.00057316787895702183 0.0079512910252170898 0.0062501262386583482 0.0011450203886785866 0.0058603869347522665 0.006063268123861318 0.0018251230171881618 0.0061687687557423487 0.0027753943352088815 0.0021012982816917334 0.0015581626123526977 0.010175856444984675 0.0043945718005451622 0.0040684427401534188 0.0053209019023229553 -0.00046316883168541473 -0.0021317290034251831 0.0085835624397510579 0.0037535094378870872 0.00098219682589511972 0.0047488870950772952 0.0064814922386122985 0.0091788597856507156 0.0053838378626408362
leaf_weight=97 50 79 1075 48 26 32 21 28 22 137 30 22 20 33 93 95 21 20 49 172 635 26 30 21 42 22 73 34 33 35
leaf_count=97 50 79 1075 48 26 32 21 28 22 137 30 22 20 33 93 95 21 20 49 172 635 26 30 21 42 22 73 34 33 35
internal_value=0 0.00247785 0.00519015 0.00428847 0.00392804 0.0021682 0.00420132 0.00362305 0.00250824 0.00231224 0.00287729 0.00252356 0.00282408 0.00218645 0.00295815 0.00322488 0.00538027 0.00501887 0.00568792 0.00509488 0.00532007 0.00206781 -0.000255962 0.0045109 0.00536353 0.00513294 0.0038766 0.00784978 0.00568919 0.00722554
internal_weight=0 554 2567 447 399 504 373 276 442 420 283 253 199 231 152 178 2120 977 77 956 784 119 62 83 63 730 95 54 1143 68
internal_count=3121 554 2567 447 399 504 373 276 442 420 283 253 199 231 152 178 2120 977 77 956 784 119 62 83 63 730 95 54 1143 68
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=31
num_cat=0
split_feature=1 12 15 3 46 4 474 1 39 4 12 2 52 12 480 4 0 1210 42 133 1209 1213 157 481 1203 2 16 151 3 1213
split_gain=0.272587 0.0431802 0.0434394 0.0400839 0.0363822 0.0389896 0.0467844 0.0462947 0.0316722 0.0304846 0.0271655 0.0215859 0.0204974 0.0199073 0.0207781 0.0185588 0.0306366 0.0210143 0.0341158 0.0630221 0.0217577 0.0184576 0.0182099 0.0179574 0.0170557 0.0167966 0.0163094 0.0179468 0.0163089 0.0161241
threshold=0.11146500000000002 0.051320000000000005 0.035560000000000008 0.31534000000000006 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.088025000000000006 -0.036839999999999991 -0.42850999999999995 0.14122000000000004 0.08976000000000002 0.090285000000000018 -0.03031 -0.0043399999999999992 -0.091794999999999988 -0.062539999999999984 0.11603500000000001 0.024320000000000005 -1.0000000180025095e-35 -0.083614999999999981 -0.06482499999999998 -0.00058999999999999992 0.089480000000000018 0.11824000000000001 -0.0064149999999999997 -0.044604999999999992 0.013900000000000001 0.27327000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 7 12 9 25 -5 -11 26 -3 -15 16 -16 18 19 -18 -19 -22 -17 -23 29 -2 27 -7 -29 -25
right_child=3 13 -4 10 -6 6 -8 -9 -10 11 -12 -13 -14 14 15 22 17 20 -20 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0053759798942741733 0.0075498607559976259 0.0051269428186663029 0.0066116020673522447 0.0024192124774665845 0.0076325925369746988 0.0064023203499939136 -0.0016462571199306034 0.0018543920862527253 0.0013658614123705775 0.0030720148238323969 -0.0011764861974568868 6.1469559592229343e-05 0.0013679381471038575 0.0014023462701256255 0.0075805982634520683 0.0067151179178229839 0.0049489754922688008 0.0079064092963286071 0.0062140534712892513 -0.0023896359362300824 0.0068379127141088257 0.0071195098493869111 0.0036506179679440991 0.0042134074949119948 0.0070707403957688559 0.0035959801220867248 0.0062399788977617922 0.0043440993947392002 0.0012480173328960386 0.0071154734818264847
leaf_weight=72 22 1147 49 34 20 23 22 150 150 202 55 27 21 21 39 21 25 23 23 22 40 27 253 448 24 21 47 46 27 20
leaf_count=72 22 1147 49 34 20 23 22 150 150 202 55 27 21 21 39 21 25 23 23 22 40 27 253 448 24 21 47 46 27 20
internal_value=0 0.00465135 0.00379123 0.00212572 0.00346834 0.00326421 0.00281168 0.00312402 0.00253246 0.00317581 0.000197151 0.00271706 0.00428527 0.00484369 0.0045142 0.00458191 0.00485807 0.00469521 0.00305822 0.00151388 0.0048921 0.00476808 0.00388549 0.00460856 0.00447076 0.0056189 0.00471369 0.00396644 0.00319897 0.00433743
internal_weight=0 2610 477 511 428 408 336 314 422 272 89 229 164 2133 986 965 691 652 70 47 582 559 274 519 492 43 143 96 73 468
internal_count=3121 2610 477 511 428 408 336 314 422 272 89 229 164 2133 986 965 691 652 70 47 582 559 274 519 492 43 143 96 73 468
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=31
num_cat=0
split_feature=1 12 44 1 47 376 149 484 12 156 159 12 12 13 1420 52 484 10 10 0 0 42 481 49 4 12 0 151 42 3
split_gain=0.220818 0.0582535 0.0348208 0.031415 0.0307756 0.0274646 0.0236112 0.0194306 0.0193507 0.0179089 0.0181375 0.0177765 0.0367266 0.0315425 0.0216144 0.0175602 0.0229384 0.0196691 0.0206676 0.0348948 0.0240941 0.0161804 0.0160422 0.015548 0.0164636 0.0343399 0.0363035 0.0145956 0.0160316 0.0160956
threshold=0.11846000000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.085505000000000012 0.080200000000000007 0.081720000000000015 -0.011244999999999998 0.099815000000000015 0.11769000000000002 0.092820000000000014 0.097575000000000009 0.097145000000000023 -0.008624999999999999 -0.084814999999999988 0.056145000000000007 0.090535000000000018 -0.074314999999999978 1.0000000180025095e-35 -0.036484999999999997 -0.10324499999999999 -0.069529999999999995 0.084540000000000018 -0.082254999999999981 -0.059649999999999988 -0.064509999999999984 -0.14454499999999995 0.092070000000000013 0.091625000000000012 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 6 -6 15 -5 11 10 27 12 14 -13 -3 17 -17 -2 19 20 -19 -10 -16 -1 -25 -26 -27 28 29 -9
right_child=4 8 -4 7 5 -7 -8 9 21 -11 -12 13 -14 -15 22 16 -18 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0067182624782435602 -0.0022879767131285165 0.0069648385530693795 0.0066479828770874454 0.0052211344630147018 0.0037069212705554337 -0.00033158028298722848 0.0041726890241261571 0.0017879835692006152 0.0047065006356305367 0.005172651982866228 -0.00034197241810228924 0.0079526769779383749 0.00015844890265725553 0.0037855378523304617 0.0043759363273573101 0.0041571041745165922 0.00017735619621817023 0.001914157145227747 -0.0017725819643358894 0.0039205657355275685 -0.0015233567016283897 0.0032596852074941404 0.0066362999015836983 0.0048872992812579322 0.005030889689450993 0.0043327695379654562 -0.0010883528956522543 -0.00027499742805957793 0.00022258899881745931 0.0034846409568052733
leaf_weight=20 29 34 28 24 85 21 20 94 110 20 28 39 20 34 1670 28 30 38 30 33 44 260 32 73 41 21 30 20 27 138
leaf_count=20 29 34 28 24 85 21 20 94 110 20 28 39 20 34 1670 28 30 38 30 33 44 260 32 73 41 21 30 20 27 138
internal_value=0 0.00411682 0.00321016 0.00303057 0.00147726 0.00290684 0.000875927 0.00247477 0.00434936 0.00227321 0.00208432 0.00448278 0.00441922 0.00601182 0.00446831 0.000591723 0.00209861 8.94262e-05 0.000564907 0.00117469 6.96375e-05 0.00368982 0.00441843 0.00408509 0.00376592 0.00287613 0.00114387 0.00232782 0.00252881 0.0027972
internal_weight=0 2763 564 536 358 106 252 351 2199 327 307 1829 1756 73 1736 232 58 174 145 115 82 370 1702 185 165 92 51 279 259 232
internal_count=3121 2763 564 536 358 106 252 351 2199 327 307 1829 1756 73 1736 232 58 174 145 115 82 370 1702 185 165 92 51 279 259 232
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 2 3 1 47 2 150 14 1 2 2 34 2 1 4 4 475 2 1 13 150 159 0 4 16 1
split_gain=10.3597 1.28713 1.1615 0.87989 0.618083 0.483501 0.365543 0.320165 0.294899 0.276755 0.310294 0.276634 0.18057 0.176263 0.158769 0.132648 0.130368 0.122333 0.121357 0.115035 0.111178 0.107533 0.106006 0.0822257 0.0818246 0.0901644 0.0708475 0.0629018 0.0615643 0.0613196
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.099185000000000009 0.10803500000000001 -0.022174999999999997 0.09253500000000002 0.13082500000000002 0.14285500000000004 1.0000000180025095e-35 0.076975000000000002 0.089770000000000016 0.14960000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090425000000000019 0.10124500000000002 -0.55119499999999988 0.27834500000000006 -0.074744999999999992 0.088850000000000012 0.10538500000000002 -1.0000000180025095e-35 0.091355000000000006 0.082585000000000006 -0.066089999999999996 -0.036839999999999991 -0.16075999999999999 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 5 11 6 26 -4 13 10 20 12 18 15 -14 -5 -16 -12 -1 -17 -6 -20 29 -21 25 -7 -3 -2 -15 -22
right_child=1 3 7 8 9 24 -8 -9 -10 -11 17 -13 14 28 16 19 -18 -19 21 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076685664978793137 0.00065578294211420527 0.00060783169903916214 0.0005513375779697639 0.00011680894515077402 0.00063704252243041988 0.0003565587773706058 0.00030934305552790265 0.00032288650722393011 0.00036506728347575649 0.00037891988400435433 0.0005071201730592578 0.00073349970618104623 0.00043947158433359717 0.00014678719340494443 0.00059527928325719265 0.00033427371690658477 0.00045256718124764159 0.00029948180224868202 0.00062921635141297081 0.00016087392141994782 0.00054923128981257288 0.00059425782289808425 0.00041390905631523504 0.00029976588768371637 0.00021514119905032103 0.00024467482596781911 0.00047496095700115076 0.00051847358773329886 3.7234214348843467e-05 0.00062074105369853462
leaf_weight=21 29 36 34 45 72 72 39 77 34 39 20 72 33 41 278 36 27 24 948 57 285 526 20 23 45 45 27 23 38 55
leaf_count=21 29 36 34 45 72 72 39 77 34 39 20 72 33 41 278 36 27 24 948 57 285 526 20 23 45 45 27 23 38 55
internal_value=0 0.000300469 0.00058899 0.000271997 0.000597986 0.000352781 0.000458532 0.000392863 0.000194161 0.000537718 0.000550729 0.000614279 0.000609596 0.000169949 0.000568667 0.000207172 0.000582646 0.000393863 0.00061885 0.000242227 0.000566706 0.000616741 0.000552638 0.000200805 0.000286197 0.000313526 0.000550887 0.00059505 9.40908e-05 0.000560799
internal_weight=0 590 2531 538 2420 264 102 111 274 515 476 1905 1833 240 338 161 305 44 1495 116 432 1474 360 80 162 117 63 52 79 340
internal_count=3121 590 2531 538 2420 264 102 111 274 515 476 1905 1833 240 338 161 305 44 1495 116 432 1474 360 80 162 117 63 52 79 340
is_linear=0
shrinkage=0.00196078


Tree=8754
num_leaves=31
num_cat=0
split_feature=1 3 12 44 2 15 4 123 4 4 12 16 157 15 13 16 52 12 12 3 480 4 0 15 1 42 124 49 49 52
split_gain=0.222331 0.0352123 0.0350399 0.038176 0.0372507 0.0536147 0.0369095 0.0293181 0.0298761 0.0268202 0.0267354 0.0253668 0.0241293 0.0200159 0.0234382 0.0182862 0.0180089 0.0174298 0.016925 0.0186445 0.0167403 0.0169563 0.0271615 0.0172335 0.0162513 0.0161265 0.0157397 0.0173403 0.0156198 0.017505
threshold=0.11146500000000002 0.31299000000000005 0.078300000000000008 0.081805000000000017 0.11362000000000001 -0.03241999999999999 -0.064054999999999987 0.08128500000000001 -0.010655 -0.0060199999999999993 -1.0000000180025095e-35 -0.0064149999999999997 -0.0031149999999999993 -0.026084999999999994 0.05868000000000001 0.062650000000000025 0.048520000000000008 0.090285000000000018 -0.54415499999999983 0.42240500000000009 -0.03031 0.033845000000000007 -0.097024999999999986 0.13592500000000005 0.13075500000000004 0.086665000000000006 -0.085664999999999977 -0.023059999999999997 0.092560000000000017 0.092965000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 6 -6 10 8 12 26 -1 16 -2 14 24 -12 25 -4 -3 -20 -19 22 -22 28 -10 -11 -8 -28 -24 -30
right_child=1 18 17 -5 5 -7 9 -9 13 11 15 -13 -14 -15 -16 -17 -18 20 19 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0020893793714304386 0.0026639094838174062 0.0027783776446164629 0.0046621128465515861 0.0071092755835572329 0.0035174665073017504 -0.002621977157890797 0.0031712623669370786 0.0010526396505834566 0.0040338131242897363 0.0031097457292489708 0.0075781814507482684 0.0064268208453776669 0.0065398689249478699 -0.00029497409705072644 0.00062514955116923718 0.0047579269502049607 0.0051489621934974021 0.0012944252840021537 0.00059759180851800089 -0.0027152161782040547 0.0069896673503633891 0.0032514864542337162 0.0044612964332228118 0.0013900887775456622 0.0018257860409794378 0.00022322267080501966 0.001913067728427479 -0.0017578490110198885 0.0020725373857480994 0.0052298990953713658
leaf_weight=26 29 23 1137 27 33 25 33 118 100 100 34 27 36 25 42 71 34 21 65 23 37 173 650 21 50 24 31 22 59 25
leaf_count=26 29 23 1137 27 33 25 33 118 100 100 34 27 36 25 42 71 34 21 65 23 37 173 650 21 50 24 31 22 59 25
internal_value=0 0.00193884 0.0042198 0.00345478 0.00324028 0.000871155 0.00358209 0.00237613 0.00292993 0.00291589 0.00496027 0.00359417 0.00481059 0.0023666 0.00271316 0.00567115 0.00311011 0.00439529 0.000363029 -0.000268256 0.0040876 0.00414838 0.00434429 0.00421465 0.0032978 0.00255106 0.00145679 0.000389291 0.00429546 0.00301223
internal_weight=0 511 2610 487 460 58 402 400 282 271 131 185 65 217 192 105 158 2123 111 88 986 965 792 755 150 124 86 53 734 84
internal_count=3121 511 2610 487 460 58 402 400 282 271 131 185 65 217 192 105 158 2123 111 88 986 965 792 755 150 124 86 53 734 84
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=31
num_cat=0
split_feature=1 52 4 0 9 148 1 15 96 12 13 39 3 13 12 11 43 2 2 0 16 16 4 52 42 48 133 159 43 12
split_gain=0.180088 0.0298378 0.0292558 0.0289216 0.0212683 0.0203376 0.0242586 0.0206744 0.0187493 0.0223927 0.0204594 0.0319202 0.0247458 0.0220196 0.0184275 0.0205144 0.0285726 0.0184128 0.0310928 0.018043 0.0176646 0.0174238 0.024489 0.0277092 0.0277323 0.0271656 0.0320846 0.0288683 0.0185895 0.0229584
threshold=0.11146500000000002 -0.26636999999999994 0.27834500000000006 0.10455500000000001 -1.0000000180025095e-35 -0.043434999999999994 0.11551000000000002 -0.44764999999999994 0.087655000000000025 -0.10022999999999999 -0.091559999999999989 0.096625000000000016 -0.0037349999999999996 0.10820000000000002 -0.029094999999999999 1.0000000180025095e-35 -0.20207499999999998 -1.0000000180025095e-35 0.094835000000000017 -0.092404999999999973 -0.27167499999999994 0.013515000000000001 -0.49405499999999997 -0.45478499999999994 0.085935000000000025 0.081805000000000017 0.081415000000000015 0.089755000000000015 0.0016850000000000001 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 -3 7 -7 9 20 -11 13 -13 19 17 21 -17 -6 -19 -12 -8 28 -23 -24 25 26 27 -25 -16 -30
right_child=1 3 -4 -5 14 6 8 -9 -10 10 11 12 -14 -15 15 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012529636085438995 0.0041459074100241708 -0.00034597208762230974 0.0018775658627938748 -0.0022181203821673989 2.9808926046825946e-06 0.0013083517035145475 0.0019961597985820845 0.0050709913362516094 -0.0011967173544690014 -0.00017614344992580302 0.0012529874492403386 0.0015421952373862011 -0.0030301040201447908 -0.00014323031743212293 0.0041952198858174446 0.0016586746618320995 0.0055227765306429689 0.0058715570978272492 0.002379670880470133 0.0039416786437063769 0.005635998270008713 0.0050518947884615889 0.0040765228936271297 -0.0031229949419866901 0.0033031249369230411 0.0038935948933403082 0.0030990811134688559 0.0017200940847396852 0.00064977867347936684 0.0036234142608335372
leaf_weight=31 47 45 77 20 20 23 30 40 23 64 35 29 20 24 1345 22 147 34 102 87 24 69 147 32 128 26 25 20 28 357
leaf_count=31 47 45 77 20 20 23 30 40 23 64 35 29 20 24 1345 22 147 34 102 87 24 69 147 32 128 26 25 20 28 357
internal_value=0 0.00174496 0.00379782 0.00150176 0.00385619 0.00166932 0.00189661 0.00369733 0.00155898 0.00176147 0.00137526 0.00188443 -0.000324049 0.00262564 0.00388844 0.00395843 0.00501976 0.00283602 0.00325264 0.00317033 0.00361387 0.00387604 0.00331948 0.00300324 0.00232024 0.0010988 0.000155105 -0.00126027 0.00401984 0.00340715
internal_weight=0 511 2610 464 2533 444 399 63 336 313 259 195 49 146 2502 2346 169 156 136 122 54 2177 447 378 231 103 77 52 1730 385
internal_count=3121 511 2610 464 2533 444 399 63 336 313 259 195 49 146 2502 2346 169 156 136 122 54 2177 447 378 231 103 77 52 1730 385
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=31
num_cat=0
split_feature=1 52 39 1 4 12 2 4 14 1 47 4 44 0 1 4 12 2 2 51 147 43 2 3 3 0 4 13 0 1
split_gain=7.80808 0.989172 0.760772 0.703525 0.552775 0.443367 0.332695 0.263542 0.259397 0.230222 0.219377 0.169665 0.164829 0.292591 0.232486 0.172527 0.100922 0.0970505 0.0794423 0.126124 0.0746524 0.076013 0.0742875 0.0735331 0.0688629 0.068562 0.0654346 0.0618247 0.0612006 0.0587723
threshold=0.10752500000000002 -0.40306999999999998 0.056590000000000008 0.13436000000000001 0.27834500000000006 0.088105000000000003 0.11362000000000001 0.40473500000000007 0.076175000000000007 0.09253500000000002 0.13082500000000002 -0.068329999999999988 0.081805000000000017 -0.10836499999999999 0.083345000000000016 0.0061450000000000003 0.091475000000000015 0.17025000000000004 0.087995000000000004 0.086685000000000012 0.089810000000000015 -0.025214999999999998 0.094835000000000017 0.30112000000000005 -0.047929999999999993 -0.14454499999999995 -0.51843499999999987 -0.01163 -0.07929499999999999 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 20 8 -7 12 22 17 -8 13 14 25 16 26 -5 -16 -20 21 27 -4 -23 -13 -1 -15 -3 -28 -19
right_child=1 3 9 10 -6 7 11 -9 -10 -11 -12 24 -14 15 18 -17 -18 29 19 -21 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00060902669222331516 0.00052807156676440577 0.00026346904582466032 0.0005584687420647907 0.00015659657964841092 0.00031833808030272626 0.00047709668192673035 0.0002903589958170999 0.00026769260716747167 0.0006469086836077433 0.00031697101702776249 0.00033067805424192881 0.00049126538142720824 0.00069670153696552595 0.00063963770542909456 0.00045178962076366581 0.0004818202617777858 0.00052427015255943543 0.00010891379676287493 0.00021546816156394239 0.00042837195226228702 0.00015699202166276745 0.00033654356245256675 0.0004222975110374408 0.00023018323861531554 0.00036652490277500711 0.00048409541585076743 0.00055967168862030572 0.00016332863223565006 0.00051971718752687451 -2.8308793367685601e-05
leaf_weight=24 52 63 24 122 47 68 23 35 83 84 23 114 24 35 26 179 567 30 23 20 28 73 43 38 20 57 964 38 174 20
leaf_count=24 52 63 24 122 47 68 23 35 83 84 23 114 24 35 26 179 567 30 23 20 28 73 43 38 20 57 964 38 174 20
internal_value=0 0.000269828 0.00052031 0.000244868 0.000528873 0.00029833 0.000533114 0.00040594 0.000539404 0.000385348 0.000150829 0.000445943 0.000535141 0.000533267 0.000449865 0.000539786 0.000545749 0.000126779 0.000366228 0.000314493 0.000252148 0.000264715 0.000471075 0.000300132 0.000472647 0.000521112 0.000556131 0.000225792 0.000553563 5.40248e-05
internal_weight=0 590 2531 538 2380 343 2333 103 2176 151 195 157 2093 2069 150 1919 1740 172 69 43 240 212 67 111 134 81 1173 101 1138 50
internal_count=3121 590 2531 538 2380 343 2333 103 2176 151 195 157 2093 2069 150 1919 1740 172 69 43 240 212 67 111 134 81 1173 101 1138 50
is_linear=0
shrinkage=0.00196078


Tree=8757
num_leaves=31
num_cat=0
split_feature=1 3 1 4 51 15 0 2 43 148 15 2 15 2 1429 1 1454 0 1204 1204 2 1446 52 49 49 3 1211 16 48 150
split_gain=0.178926 0.0314868 0.0300234 0.0291317 0.0275744 0.0328399 0.0286569 0.0351372 0.0257356 0.0244405 0.0314114 0.0244341 0.0235636 0.0226128 0.0415146 0.0316918 0.0235685 0.0232836 0.0230677 0.0429768 0.0228711 0.0217476 0.0404402 0.0192737 0.0223404 0.0191508 0.0182621 0.0476297 0.016993 0.0167365
threshold=0.11146500000000002 0.31299000000000005 0.091195000000000012 -0.17966999999999997 0.11917000000000001 0.091650000000000023 -0.071924999999999989 0.09358000000000001 -0.073959999999999984 -0.078044999999999989 -0.24436499999999997 0.11237500000000002 -0.14147499999999996 0.08647500000000001 0.084545000000000009 0.08864000000000001 0.090210000000000026 -0.11242999999999999 -0.082759999999999986 -0.079429999999999987 0.086825000000000013 0.086015000000000008 0.10611000000000001 -0.068409999999999985 -0.0097999999999999979 -0.082794999999999994 0.077345000000000011 -0.079734999999999986 0.087310000000000013 -0.090724999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 13 -4 5 6 7 -5 -8 -2 -11 25 -9 14 16 18 17 -1 -15 -20 -21 22 23 -19 -25 -12 29 -28 -13 -22
right_child=1 -3 3 4 -6 -7 8 12 -10 10 11 28 -14 15 -16 -17 -18 21 19 20 26 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0064262345635249995 -0.00066674613294058624 0.00027878599648829551 0.004767028148972282 0.0038003751340540248 0.0063887990478958406 0.0040210808248509868 0.0018349172282614745 0.0035360486577510051 -0.0022550885332748294 0.0013391289413584673 0.0069533186612079599 -0.0002034312884251659 0.00056635052479881169 0.0066484021422054092 0.00033565051101807817 0.00028307648877111765 0.0014805851179213883 0.0075432372977957129 -0.00085210107732564217 0.00099650855575289066 0.0066598072130000215 0.0066251372315243575 0.0003846528567373753 0.0016815990086139086 0.0045333320429406061 0.0035663584503114669 0.0090583073402134076 0.0034738528269198949 0.0028214796407757185 0.0037408837764514552
leaf_weight=68 28 111 95 126 21 130 40 38 25 160 20 26 90 28 24 26 24 20 20 28 20 44 25 29 521 101 24 42 65 1102
leaf_count=68 28 111 95 126 21 130 40 38 25 160 20 26 90 28 24 26 24 20 20 28 20 44 25 29 521 101 24 42 65 1102
internal_value=0 0.00176891 0.00381513 0.00316988 0.00284705 0.0026814 0.00213545 0.00261492 0.000261838 0.00218242 0.00239687 0.00319517 0.00144798 0.00399341 0.00442807 0.00373901 0.00456243 0.00466705 0.0038101 0.0037458 0.00382143 0.00447984 0.0043212 0.00449385 0.00438297 0.00412619 0.00388801 0.00550456 0.00195722 0.00379291
internal_weight=0 511 2610 565 470 449 319 254 65 400 372 212 128 2045 755 1290 731 707 1264 1236 1216 639 595 570 550 121 1188 66 91 1122
internal_count=3121 511 2610 565 470 449 319 254 65 400 372 212 128 2045 755 1290 731 707 1264 1236 1216 639 595 570 550 121 1188 66 91 1122
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=31
num_cat=0
split_feature=1 1 1456 12 12 1 47 376 149 47 2 16 1419 3 3 48 43 0 4 51 16 457 13 3 13 43 160 52 1 16
split_gain=0.147199 0.0362981 0.0277545 0.0239394 0.0252365 0.03101 0.020501 0.0203156 0.0201705 0.0197475 0.019497 0.0200348 0.0241864 0.0208614 0.0265865 0.0205833 0.0256523 0.0207081 0.0197789 0.019684 0.019571 0.0191354 0.0282081 0.0198265 0.0198145 0.0172548 0.0163702 0.0149682 0.0147473 0.0259195
threshold=0.11846000000000002 0.091195000000000012 -0.082809999999999981 0.089150000000000021 0.090455000000000021 0.09253500000000002 0.085505000000000012 0.080200000000000007 0.081720000000000015 0.096300000000000011 0.13404500000000005 0.19444000000000003 0.086325000000000013 -0.14477499999999996 -0.12018999999999998 0.092065000000000022 -0.096754999999999994 -0.079984999999999987 -0.15464999999999998 -0.020454999999999997 0.13751500000000003 0.10613500000000002 -0.00051499999999999994 -0.082234999999999989 -0.0093149999999999986 0.070450000000000013 -0.081969999999999987 -1.0000000180025095e-35 0.09697500000000002 0.40020000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 21 -5 -6 8 -8 -2 25 11 13 15 18 -15 16 -13 -18 -1 -19 -12 22 23 -4 -25 -7 -24 -20 -28 -30
right_child=6 2 3 4 5 9 7 -9 -10 -11 20 12 -14 14 -16 -17 17 19 27 -21 -22 -23 26 24 -26 -27 28 -29 29 -31
leaf_value=0.0069627802696471154 0.00047072770447467238 0.0061109322472475474 -0.0014678308088886774 0.0066305454221687148 -0.00032780893205199392 0.0035063451332128038 0.0030791104263763001 -0.00039424080335135974 0.0037805098370881753 0.0017745917027857485 -0.00018063178717124244 0.0058861988605475868 0.0051972791943366509 0.0010946639312001377 0.0037367372548507342 -2.087672699182745e-05 -0.00046090385547596153 0.0034874890924823524 0.0061800838935942883 0.00042769106458527621 0.0038373799449552531 -0.00051477878318669705 0.0057073726804684043 0.0024056950694937183 -0.00032658683896229115 0.0065224564678612214 0.0048070657690307906 0.0028534190888565621 0.0014548250508977258 0.0049578015892101195
leaf_weight=38 232 24 21 21 25 196 85 21 20 62 27 23 35 39 1626 31 23 95 21 27 22 26 23 121 34 21 30 38 86 28
leaf_count=38 232 24 21 21 25 196 85 21 20 62 27 23 35 39 1626 31 23 95 21 27 22 26 23 121 34 21 30 38 86 28
internal_value=0 0.0033793 0.0027676 0.00265198 0.0032778 0.0030462 0.0012242 0.00239099 0.000733409 0.00334853 0.00359407 0.00364245 0.00277307 0.0037579 0.00367485 0.0023467 0.00278358 0.00229144 0.00518348 0.00281032 0.00162337 0.00210079 0.00229905 0.00141569 0.00180636 0.00379823 0.00323003 0.00403749 0.00283434 0.00231521
internal_weight=0 2763 718 694 325 304 358 106 252 279 2045 1996 234 1762 1665 199 168 145 97 122 49 369 343 176 155 217 167 59 144 114
internal_count=3121 2763 718 694 325 304 358 106 252 279 2045 1996 234 1762 1665 199 168 145 97 122 49 369 343 176 155 217 167 59 144 114
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 1 2 2 2 1 13 0 12 150 4 4 4 399 47 2 131 15 12 4 3 43 4 16
split_gain=7.12438 1.10631 0.729345 0.601141 0.37585 0.36829 0.240675 0.208818 0.202711 0.18581 0.168609 0.157582 0.148567 0.122763 0.0973189 0.0950574 0.0895278 0.0780344 0.0630787 0.0630694 0.0616916 0.0579388 0.0533362 0.0533177 0.0486108 0.0436789 0.0716406 0.0413901 0.0410427 0.0396464
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.14122000000000004 0.11474000000000002 0.089625000000000024 -0.0030199999999999997 -0.095504999999999993 0.09141500000000001 1.0000000180025095e-35 -0.51843499999999987 0.04735000000000001 0.022185000000000003 0.091580000000000009 0.090100000000000013 0.088930000000000023 0.091440000000000007 -0.095869999999999983 0.085885000000000017 0.40945500000000007 0.30112000000000005 -0.080884999999999985 -0.0070899999999999991 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 5 4 6 20 11 -5 12 15 28 14 25 23 16 18 -1 -14 -6 29 -3 -18 -2 -13 -15 26 -4 -9 -7 -16
right_child=1 2 8 7 9 10 -8 27 -10 -11 -12 13 17 24 19 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067016501743313254 0.00054606178933693699 0.00026487541398762605 0.0002991726324479613 0.00048820340153014647 0.00051037071220248992 0.00053967272116690456 0.00063972153522205515 0.00033306817356305743 7.7736017318914548e-05 0.00034445125786903826 0.00027752238222294382 0.00046583313643293198 0.00038407752507763635 0.00042160803107552715 0.00050958908041834339 0.00037075567702419876 0.00055141652844023709 0.0002432144731002506 0.00045705637524240351 0.00061563325132809438 0.00035668612622162874 0.00051790984193668887 0.00042752725674825555 0.00034686246774673298 0.00051585465073443557 0.00015196378584209414 0.00014426554161009385 0.00022645427199318851 0.00043802695813215743 0.00043882911481315568
leaf_weight=22 54 191 24 34 238 21 79 42 54 41 24 30 21 23 291 27 882 54 133 20 33 256 20 28 247 99 22 21 56 34
leaf_count=22 54 191 24 34 238 21 79 42 54 41 24 30 21 23 291 27 882 54 133 20 33 256 20 28 247 99 22 21 56 34
internal_value=0 0.000287843 0.0002599 0.000515634 0.000521875 0.000322723 0.000533755 0.000364364 0.000185385 0.000470136 0.000421022 0.000529188 0.000211807 0.000490245 0.000537675 0.000483083 0.000546274 0.000282656 0.000491258 0.000508763 0.000278401 0.000543879 0.000514025 0.000408399 0.000507826 0.000175161 0.000225087 0.00029753 0.000465749 0.000502186
internal_weight=0 673 599 2448 2351 325 1912 97 274 439 101 1833 220 328 1505 398 1160 75 371 345 224 1138 74 58 270 145 46 63 77 325
internal_count=3121 673 599 2448 2351 325 1912 97 274 439 101 1833 220 328 1505 398 1160 75 371 345 224 1138 74 58 270 145 46 63 77 325
is_linear=0
shrinkage=0.00196078


Tree=8760
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 4 15 15 39 457 3 43 13 3 0 2 49 2 1204 1447 447 2 12 393 403 15 1208 403 401 1447
split_gain=0.147163 0.0411271 0.024012 0.0261699 0.0211723 0.019315 0.0226117 0.0189285 0.0182471 0.0176032 0.0191596 0.0224491 0.0261865 0.0171221 0.0216399 0.0169563 0.0156533 0.0150643 0.0337242 0.0214723 0.0193101 0.0379208 0.0191404 0.0201458 0.0342909 0.0204871 0.0324636 0.0733823 0.0250538 0.0217998
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 0.093575000000000019 1.0000000180025095e-35 0.40124500000000002 -0.41396999999999995 -0.30407999999999996 0.10076500000000001 0.10613500000000002 0.0068900000000000012 -0.11720999999999999 -0.0093149999999999986 0.13524500000000003 -0.26343999999999995 0.14530500000000005 0.0021350000000000002 0.088850000000000012 -0.079429999999999987 -0.082869999999999985 0.084700000000000011 -0.080614999999999978 0.080890000000000017 0.092975000000000016 -0.084674999999999986 0.087685000000000013 0.10233500000000001 -0.52800499999999995 0.11061500000000002 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 15 -7 -8 -6 10 11 -5 16 14 -12 -2 -13 20 -19 -20 21 -3 -23 25 -25 29 27 -27 -29 -24
right_child=5 17 -4 9 8 6 7 -9 -10 -11 13 12 -14 -15 -16 -17 -18 18 19 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00076300293634024756 0.0027169779960063908 0.0077516654059290886 -0.0006485454028561002 0.0046987550942999825 0.0042164618007876726 0.0012099010781877531 -0.0033997910927333268 0.00044166939573940533 0.0012926928039329747 -0.00019523016526363791 0.0018680946442015869 0.0032758978618464122 -0.0002574857451402331 0.0016022607941474571 0.0052532879587519794 0.00040337537764571611 4.5491206692531704e-05 -0.00016919647373638496 0.0055720535518379299 0.0033075385623343731 0.0010325609560823069 0.0066748711989139736 0.0020317604688567703 0.0035114242519075807 0.0081984438002109528 -0.0020126175504691641 0.0068475421074600451 0.0029408051328466498 0.0058989168104744754 0.0040966762103884068
leaf_weight=24 107 25 21 22 193 130 23 29 24 28 28 60 63 38 58 45 20 27 44 866 24 23 55 37 27 29 21 272 32 726
leaf_count=24 107 25 21 22 193 130 23 29 24 28 28 60 63 38 58 45 20 27 44 866 24 23 55 37 27 29 21 272 32 726
internal_value=0 0.00342119 0.00267103 0.00279596 0.00358139 0.00119991 0.000504947 -0.00125744 0.0038931 0.00219884 0.00243079 0.00172494 0.00126743 0.00337003 0.00415113 0.00203203 0.0024683 0.00361791 0.00331369 0.00341703 0.00384218 0.00389625 0.00381738 0.00376256 0.00548876 0.00366523 0.00303417 0.00279369 0.00325219 0.00395126
internal_weight=0 2787 579 558 241 334 182 52 217 317 289 165 143 124 86 152 80 2208 937 910 1271 1247 1222 1199 64 1135 354 333 304 781
internal_count=3121 2787 579 558 241 334 182 52 217 317 289 165 143 124 86 152 80 2208 937 910 1271 1247 1222 1199 64 1135 354 333 304 781
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=31
num_cat=0
split_feature=1 44 12 2 12 3 4 51 12 148 4 97 455 3 1 0 457 0 0 2 0 42 403 40 52 41 15 3 482 12
split_gain=0.120708 0.0235816 0.0285786 0.0247575 0.0470423 0.0233897 0.0219312 0.0212217 0.0282154 0.0193488 0.0228354 0.0208317 0.0175569 0.0207592 0.0243042 0.0226278 0.0178776 0.0185161 0.0192012 0.0167951 0.0157413 0.0153446 0.0181342 0.0150466 0.014995 0.0148966 0.0141883 0.0141129 0.0158428 0.014728
threshold=0.11146500000000002 0.081805000000000017 0.078300000000000008 0.11362000000000001 -0.042789999999999988 0.31299000000000005 -0.064054999999999987 0.088210000000000011 -1.0000000180025095e-35 -0.078044999999999989 -0.010655 -0.049229999999999996 1.0000000180025095e-35 0.092670000000000016 0.099990000000000009 -0.070154999999999981 -0.0029299999999999994 -0.17169499999999996 -0.13843999999999998 1.0000000180025095e-35 -0.062294999999999996 0.11649000000000002 -0.072624999999999981 -0.079954999999999984 0.0060650000000000009 0.08690500000000001 -0.41942499999999994 0.084940000000000015 0.090355000000000005 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 9 7 8 -1 -2 20 -12 13 15 -15 16 -8 -18 23 26 -11 -4 -23 -19 -7 27 -13 28 29 -21
right_child=5 -3 21 4 -6 24 12 -9 -10 10 11 19 -14 14 -16 -17 17 18 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017746986843468178 -0.000719037264518972 0.0059278125308143597 0.0033350090567107688 0.0036214902787693203 -0.002105106180169969 -0.00059701724536565751 5.8097120048235719e-05 0.0062921846285462386 0.0039206828143159376 0.0056651387577100346 -0.0010964085213625086 0.0010286386513810915 0.0046833833525888628 -0.0023124405101913473 0.0023366883713275789 -0.00014807397439595192 0.006005803576845211 0.0028725605670063357 0.0035834074460957526 0.0013140082584383588 0.0025782422180164535 0.0035424925531485994 0.0012639728276553797 -0.00091295137591216539 0.0019244336015269842 0.0036629536125639623 0.0036067706465129617 0.0023579571425216272 0.0027196926737087781 -0.0014993628867122591
leaf_weight=21 28 30 1978 26 32 77 21 26 84 24 26 30 25 23 22 31 20 21 87 30 53 62 80 21 34 22 74 44 20 49
leaf_count=21 28 30 1978 26 32 77 21 26 84 24 26 30 25 23 22 31 20 21 87 30 53 62 80 21 34 22 74 44 20 49
internal_value=0 0.00314031 0.00310789 0.0023934 0.000461989 0.00145963 0.00267206 0.00373441 0.00310105 0.00181603 0.00200684 0.00160656 0.00215852 0.00190193 -3.95331e-05 0.00233659 0.00278967 0.00317466 0.00273572 0.00186781 0.00354039 0.00326292 0.00225882 0.000979805 0.000175319 0.00124049 0.00286308 0.0008678 0.000205508 -0.000430994
internal_weight=0 2610 2580 460 58 511 402 131 105 400 372 295 271 246 45 201 170 149 129 269 77 2120 142 42 111 165 104 143 99 79
internal_count=3121 2610 2580 460 58 511 402 131 105 400 372 295 271 246 45 201 170 149 129 269 77 2120 142 42 111 165 104 143 99 79
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 1 2 3 3 14 4 457 1 1 13 12 1 3 15 39 47 475 475 52 12 131 3 3
split_gain=6.93001 0.91529 0.764905 0.628429 0.482161 0.314747 0.282556 0.221525 0.193423 0.190336 0.2095 0.162828 0.132749 0.10125 0.161925 0.0976059 0.0904835 0.0876647 0.0873116 0.0841215 0.0618972 0.0574634 0.0515804 0.0492167 0.0660259 0.0554287 0.048789 0.0474341 0.0473218 0.0433888
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.091265000000000013 0.088105000000000003 0.09253500000000002 0.14122000000000004 0.30112000000000005 0.076840000000000006 0.076175000000000007 0.40473500000000007 0.080930000000000016 0.084525000000000003 0.090475000000000014 -0.47860499999999995 0.085885000000000017 0.13075500000000004 -0.14186499999999996 0.040760000000000005 0.089790000000000023 0.090100000000000013 -0.088274999999999978 -0.10344499999999998 0.31359500000000001 0.095780000000000018 0.09031500000000002 -0.012939999999999998 0.51139500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 6 5 11 22 -4 13 10 18 15 -8 19 -15 23 29 -17 -5 20 -7 26 -3 24 -1 -25 -21 -2 -20 -11
right_child=1 3 7 9 -6 8 12 -9 -10 16 -12 -13 -14 14 -16 17 -18 -19 28 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054247023122094709 0.00056818596997848742 0.0002509752876544323 0.0004735855454409274 0.0002665968255742508 0.00030715607193933719 0.00052214845439747847 0.00045660617304783238 0.0002835574724307359 0.00035045868608012034 0.00010244810923510827 0.00032628599890942056 0.00062817251354657124 0.00029173734720472859 0.00051314122943113929 0.00027784347202572407 0.00040888991006880472 2.9165475985844563e-05 0.00050630766603038135 0.00017774917746553946 0.00050503061652565774 0.00064299125662621321 0.00038920323676465418 0.00034397787650534446 0.00053726679384681988 0.00038505222502292373 0.00045909351610410188 0.00047057721235661777 0.00044939258665430777 9.135849011237316e-05 0.00021391514118979959
leaf_weight=21 28 152 34 30 45 88 57 77 41 29 46 61 28 23 22 42 38 230 68 339 20 23 27 1113 20 36 296 24 38 25
leaf_count=21 28 152 34 30 45 88 57 77 41 29 46 61 28 23 22 42 38 230 68 339 20 23 27 1113 20 36 296 24 38 25
internal_value=0 0.000264946 0.000500924 0.000240936 0.000508225 0.000512034 0.000309208 0.000341764 0.000481855 0.000175156 0.000211899 0.000528917 0.000402296 0.000488498 0.000398107 0.000524776 0.000102469 0.000491265 0.000173209 0.000493808 0.000544527 0.000485483 0.000265004 0.000532435 0.000465681 0.000534818 0.00048897 0.000513358 0.000146779 0.000154053
internal_weight=0 590 2531 538 2420 2375 264 111 852 274 182 1523 85 811 45 1462 92 272 136 766 108 658 179 1190 41 1149 635 52 106 54
internal_count=3121 590 2531 538 2420 2375 264 111 852 274 182 1523 85 811 45 1462 92 272 136 766 108 658 179 1190 41 1149 635 52 106 54
is_linear=0
shrinkage=0.00196078


Tree=8763
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 4 1 14 457 1 2 1 49 3 47 43 14 2 0 4 133 4 475 475 52 1 52 12
split_gain=7.82306 1.27672 0.658039 0.599864 0.412582 0.382291 0.245464 0.233453 0.231379 0.171119 0.141442 0.156441 0.128425 0.127052 0.103764 0.1 0.0852778 0.0852076 0.0802866 0.0792299 0.0702366 0.0755772 0.0583414 0.0598168 0.0581719 0.0607482 0.0589141 0.0568155 0.0545287 0.0542697
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.091265000000000013 0.14122000000000004 -0.064804999999999988 0.09253500000000002 0.062655000000000016 0.083570000000000019 0.084525000000000003 0.16394500000000004 0.090540000000000023 -0.054984999999999992 0.30112000000000005 0.10648500000000001 -0.025214999999999998 0.062655000000000016 -0.0091949999999999983 0.18019500000000002 0.033845000000000007 0.086990000000000012 -0.033174999999999989 -0.088274999999999978 -0.10344499999999998 0.31359500000000001 0.11910500000000002 0.0031350000000000002 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 16 9 10 -6 -4 13 18 -12 15 24 -2 17 22 -9 20 -15 21 -7 23 -3 25 -1 -26 -5 29 -23
right_child=1 4 8 27 7 6 -8 12 -10 -11 11 -13 -14 19 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00056080180529007614 0.00036717072698523476 0.00040510688585783145 0.00050256009940852892 0.00032464373821037532 0.00035541950801977007 0.00053011564747723866 0.00035541757207679182 0.00018337321400949689 0.00030185039037211901 0.00065646976831025669 0.00052724191105514497 0.00030053094138993933 7.9863530276048242e-05 0.00040170027364683729 0.00051084456328749953 0.00012775777812336594 0.00042942325219365893 0.00028628275069268115 0.00063423821221167181 0.00052237637463080214 0.00039942002617845344 0.00037057193215279016 0.00020226411454344625 0.00028979019942034146 0.00056480759758132716 0.00040980638972684452 0.00048422300640274497 0.00022192418717921852 0.00052394679050735062 0.00047833623909423139
leaf_weight=21 23 21 34 47 28 504 41 87 63 62 22 25 52 23 121 68 20 48 22 231 20 22 23 98 1121 20 36 37 83 98
leaf_count=21 23 21 34 47 28 504 41 87 63 62 22 25 52 23 121 68 20 48 22 231 20 22 23 98 1121 20 36 37 83 98
internal_value=0 0.00029177 0.000530469 0.000411081 0.000230639 0.000536999 0.000503371 0.000185467 0.000372202 0.00055559 0.000510992 0.000406651 0.000166806 0.000551283 0.000487897 0.000189077 0.000309551 0.000219963 0.000517539 0.000511449 0.000514008 0.00051725 0.000292667 0.00031014 0.000559728 0.000487146 0.0005623 0.000279398 0.000485306 0.000458579
internal_weight=0 673 2448 228 445 2351 837 283 97 1514 796 47 255 1452 144 203 162 135 749 254 727 707 142 119 1198 41 1157 84 203 120
internal_count=3121 673 2448 228 445 2351 837 283 97 1514 796 47 255 1452 144 203 162 135 749 254 727 707 142 119 1198 41 1157 84 203 120
is_linear=0
shrinkage=0.00196078


Tree=8764
num_leaves=31
num_cat=0
split_feature=1 4 3 13 147 4 0 16 9 44 3 0 14 0 1 3 130 0 51 52 16 14 12 12 402 402 401 16 133 1456
split_gain=0.155094 0.0266765 0.0263681 0.0227483 0.0220366 0.0202722 0.028747 0.0204739 0.0179905 0.0169837 0.0190305 0.0268898 0.0223065 0.0298885 0.0450613 0.0323495 0.019932 0.0241226 0.0163175 0.0162465 0.0153545 0.0156036 0.0153342 0.0200846 0.0197391 0.0251227 0.0223221 0.0289634 0.0193896 0.0219683
threshold=0.11146500000000002 0.27834500000000006 0.31534000000000006 -0.47860499999999995 0.093875000000000014 -0.010655 -0.033209999999999996 0.023255000000000001 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 -0.065229999999999996 0.062655000000000016 -0.13027499999999997 0.081670000000000006 -0.020429999999999997 -0.068174999999999986 0.18019500000000002 -0.40274499999999996 -0.067494999999999986 -0.53943499999999989 -0.47071999999999997 0.087695000000000009 0.087445000000000009 0.2506000000000001 0.090595000000000023 0.10022000000000002 -0.077074999999999991 0.08784500000000002 0.061930000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -4 -3 6 7 -2 -1 10 12 -12 13 14 -10 -16 -15 22 -7 -17 -20 -22 23 28 25 -24 27 -27 29 -18
right_child=2 4 3 -5 -6 18 -8 -9 9 -11 11 -13 -14 16 15 19 17 -19 20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012856393723913858 0.0068819680634381562 0.00078839810846961659 0.0013821338484636468 -0.0019277972948409364 0.0046464269119314856 0.0037664935657042357 0.0007369095490763097 0.0031317324729988705 0.0052641779049544743 0.0062040097696741152 -0.00066485660402880366 0.0039355018434839113 0.0052498307619395709 0.0051570878655784139 -0.0018918295411858709 0.0033892551767259688 0.0039382755775267432 0.00066373504680366472 0.0038802959063711263 0.00061318485406101561 0.003797304597471587 0.0010207416606976859 0.0033999798146348865 0.0061599643188961894 0.00053196184876882905 0.0094163139350712313 0.0036172594357233878 0.00471486154159433 0.0029032194939868443 0.0055888804302431962
leaf_weight=31 24 57 56 33 20 34 28 37 38 27 24 27 92 97 25 49 567 26 24 37 22 253 1066 43 22 20 63 38 147 94
leaf_count=31 24 57 56 33 20 34 28 37 38 27 24 27 92 97 25 49 567 26 24 37 22 253 1066 43 22 20 63 38 147 94
internal_value=0 0.00362413 0.00171905 0.000154856 0.00179048 0.00204894 0.0033896 0.00460724 0.00367987 0.00370954 0.00368232 0.00177063 0.00372255 0.00366229 0.00229198 0.00127446 0.00375582 0.00369066 0.00169062 0.0021949 0.00145457 0.00124287 0.00372887 0.00405406 0.00349997 0.00355498 0.00492048 0.00633605 0.00394199 0.00417301
internal_weight=0 2610 511 89 77 422 89 61 2533 2502 2475 51 2424 2332 149 111 2183 2086 333 86 299 275 2060 851 1209 1187 121 58 808 661
internal_count=3121 2610 511 89 77 422 89 61 2533 2502 2475 51 2424 2332 149 111 2183 2086 333 86 299 275 2060 851 1209 1187 121 58 808 661
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 2 2 47 0 49 12 150 132 1 4 0 1 14 133 157 3 0 4 47 4
split_gain=7.04005 1.15116 0.674895 0.602399 0.50505 0.304482 0.275966 0.252194 0.205607 0.190031 0.159914 0.125254 0.110557 0.0981542 0.202861 0.11208 0.0977601 0.087283 0.0840701 0.0823642 0.0764417 0.0900124 0.0722469 0.071886 0.0712264 0.0711715 0.0800553 0.0652376 0.0607962 0.168815
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.27834500000000006 0.092845000000000025 0.17025000000000004 0.14960000000000004 -0.090999999999999984 0.13082500000000002 -0.11173999999999999 0.082865000000000008 0.09141500000000001 1.0000000180025095e-35 0.091050000000000006 0.097525000000000014 -0.51843499999999987 -0.14226499999999997 0.085345000000000018 -0.46413499999999996 0.087035000000000015 -0.07686999999999998 -0.10519499999999998 -0.076579999999999995 -0.036839999999999991 1.0000000180025095e-35 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 17 6 11 -6 -5 12 16 -1 -4 14 20 19 18 22 -7 -15 21 -13 -3 28 -17 26 -21 -2 -24 -30
right_child=1 2 9 8 7 10 -8 -9 -10 -11 -12 13 -14 15 -16 24 -18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00036433206011214148 0.00054755583025661175 0.00036422326416472872 0.00015965801384227365 0.00046287086621029511 0.00045772691387381054 0.0004634878815672026 0.00062975184231456554 0.00026899620339217395 0.00027702291636100778 4.180002031738267e-05 0.00030986853561969544 0.00055161146042139635 0.00031814094180898634 0.0006367252344549331 0.00059643030970119959 0.00039055600061136135 0.00035434654469486155 0.00011953251682879294 0.00054129626254971117 0.00053368108091401121 0.00032998445816859808 0.00040137940757325948 0.00024085661594027858 0.0001824480379786191 0.00049793477534817228 0.00052808113776091348 0.00036034378532692442 0.00041732513437084124 0.00040337686548321032 0.00018294299583311016
leaf_weight=22 50 21 110 37 81 322 79 41 60 50 26 23 20 26 32 25 27 20 64 20 28 46 147 56 475 1115 21 21 34 22
leaf_count=22 50 21 110 37 81 322 79 41 60 50 26 23 20 26 32 25 27 20 64 20 28 46 147 56 475 1115 21 21 34 22
internal_value=0 0.000272903 0.000245053 0.000499342 0.00028793 0.000505589 0.000516282 0.000394301 0.000347913 0.000144529 0.00045902 0.000511391 0.00018404 0.000513178 0.000461053 0.000517175 0.00046841 0.000244673 0.000476389 0.000527586 0.000416393 0.000451457 0.000253612 0.000244643 0.000492566 0.000525131 0.000444899 0.000509037 0.0002618 0.000316778
internal_weight=0 673 602 2448 422 2351 1912 122 97 180 439 1833 130 1811 129 1682 413 300 386 1182 97 69 280 259 500 1156 41 71 203 56
internal_count=3121 673 602 2448 422 2351 1912 122 97 180 439 1833 130 1811 129 1682 413 300 386 1182 97 69 280 259 500 1156 41 71 203 56
is_linear=0
shrinkage=0.00196078


Tree=8766
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 2 50 4 2 130 47 52 2 3 4 12 49 15 0 14 47 2 0 1 14 16
split_gain=5.72443 0.743597 0.665985 0.538325 0.34793 0.244496 0.211807 0.189553 0.149523 0.143345 0.139925 0.137742 0.134854 0.106977 0.101124 0.0987478 0.102656 0.141401 0.0831815 0.0822827 0.0804914 0.0781226 0.0759189 0.0717531 0.0695316 0.0676277 0.0910041 0.0591724 0.0546383 0.0581675
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.27044500000000005 0.091545000000000015 -0.16363499999999997 0.11389000000000002 -1.0000000180025095e-35 0.041865000000000006 0.033845000000000007 0.10803500000000001 -0.070634999999999989 0.077555000000000013 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 -0.033174999999999989 0.13597000000000004 -0.012034999999999999 -0.41942499999999994 -0.14920999999999998 -0.46166999999999997 0.090280000000000013 0.088850000000000012 -0.11437499999999999 0.12040000000000002 0.062655000000000016 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 20 22 -6 14 27 21 19 -11 -14 28 16 17 -9 -15 -8 -5 -3 -4 -20 -22 -24 -27 -2 29 -1
right_child=1 10 6 5 7 -7 11 15 -10 12 -12 -13 13 18 -16 -17 -18 -19 23 -21 24 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00040065189007035224 0.0002403300487265706 0.00014774364222603132 0.00056620507884551493 0.0003071137122335095 0.00046307657510136441 0.00024799362751331562 0.0004633642880706348 0.00023829398361176215 0.0002823770486163689 0.000376529790924442 0.00022891239880955491 0.0003939776176689674 0.00010315459472693356 0.00036722014387554876 0.00055194373197734034 0.00041399030070450197 0.0002098791200149665 0.00040421742344693725 0.00032975584167430842 0.00035664313790804639 0.00051833004142869924 3.42302871573081e-05 0.00049254856209890528 0.00021512088400867479 0.00040578819754793246 0.00034289243904983297 0.00046873738620265221 0.0001335618243123971 0.00053040938798849487 0.00048859141559423678
leaf_weight=121 29 37 45 20 31 44 658 40 22 32 30 154 20 22 33 23 55 39 26 29 32 63 921 109 62 24 278 64 20 38
leaf_count=121 29 37 45 20 31 44 658 40 22 32 30 154 20 22 33 23 55 39 26 29 32 63 921 109 62 24 278 64 20 38
internal_value=0 0.000242407 0.000456879 0.000279412 0.000385774 0.000372148 0.000471107 0.000322961 0.000436239 0.000230895 0.000111465 0.000446978 0.000259391 0.000238213 0.000452206 0.000295295 0.000274922 0.000320206 0.000255418 0.000458859 0.000420068 7.62302e-05 0.00048711 0.000237199 0.0004441 0.000484199 0.000458736 0.000166855 0.000433819 0.000421669
internal_weight=0 590 2531 460 422 158 2109 188 234 302 130 841 209 177 212 157 134 79 157 687 114 100 1268 135 94 1223 302 93 179 159
internal_count=3121 590 2531 460 422 158 2109 188 234 302 130 841 209 177 212 157 134 79 157 687 114 100 1268 135 94 1223 302 93 179 159
is_linear=0
shrinkage=0.00196078


Tree=8767
num_leaves=31
num_cat=0
split_feature=1 1 39 12 2 47 3 4 14 1 16 2 2 12 34 11 0 47 1 4 52 12 15 4 3 157 4 12 15 51
split_gain=7.30712 0.993872 0.852601 0.542124 0.502171 0.377815 0.25636 0.251135 0.239699 0.231287 0.193637 0.170293 0.137447 0.127733 0.123111 0.11191 0.106542 0.246889 0.10355 0.0986444 0.0937425 0.138695 0.0901938 0.0849908 0.10596 0.0839895 0.0761809 0.0753034 0.0739089 0.0705762
threshold=0.10752500000000002 0.12337000000000002 0.056590000000000008 0.085055000000000006 0.10188000000000001 0.085505000000000012 0.11658 0.40124500000000002 0.076175000000000007 0.09253500000000002 -0.040964999999999994 0.13754500000000003 0.13501500000000002 0.091545000000000015 -1.0000000180025095e-35 0.076160000000000019 -0.11173999999999999 0.078875000000000015 0.083345000000000016 -0.018869999999999994 0.039215000000000007 0.087385000000000004 -0.028889999999999996 -0.52556499999999995 -0.15121499999999996 -0.08107499999999998 0.00063500000000000004 0.10408500000000002 -0.41942499999999994 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 11 12 -5 13 22 -7 14 19 16 -3 25 17 18 -1 -6 21 -21 -4 -18 -25 -15 -27 -16 -13 -20
right_child=1 5 9 7 6 10 -8 -9 -10 -11 -12 28 -14 15 27 -17 23 -19 29 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00051347835190302012 0.00027947343624701488 0.00010923100589756287 0.00049988484700918699 0.00050249419848701982 0.00051713828675720207 0.00021841953180868316 0.0003047529343223455 0.00029239200560616596 0.00063682411013013713 0.00029849498669671663 0.00041448063987297579 0.00015053133718982971 0.00035959968178532524 0.00038697645902967585 0.00020588520193600676 0.00036867420805994507 0.00066167765820219484 0.00067830439583927977 0.00031371495382552473 0.00026983614691405316 0.00051189642296830087 0.00044999708932048731 0.00034267072912816908 0.00039982197660149311 0.00054375926481797896 0.00052449102412040845 0.00045972790649068563 0.00034708875103616247 4.2879512315084338e-05 0.00045704853242518856
leaf_weight=40 178 40 47 89 182 45 38 29 81 84 34 41 37 21 53 23 23 20 28 20 64 92 20 20 1168 414 84 20 61 25
leaf_count=40 178 40 47 89 182 45 38 29 81 84 34 41 37 21 53 23 23 20 28 20 64 92 20 20 1168 414 84 20 61 25
internal_value=0 0.000267592 0.000509906 0.000347796 0.00051897 0.000186842 0.000458575 0.000450859 0.000532402 0.00036703 0.0003028 0.000144234 0.000473373 0.000527869 0.000196663 0.000502514 0.000538249 0.000480668 0.000438165 0.000485131 0.000452033 0.000417825 0.000452955 0.000543622 0.000541336 0.000508445 0.000513567 0.000244571 8.61513e-05 0.000381325
internal_weight=0 590 2531 296 2380 294 433 118 1947 151 79 215 395 1866 113 542 1324 113 93 358 176 112 67 1211 1188 519 498 73 102 53
internal_count=3121 590 2531 296 2380 294 433 118 1947 151 79 215 395 1866 113 542 1324 113 93 358 176 112 67 1211 1188 519 498 73 102 53
is_linear=0
shrinkage=0.00196078


Tree=8768
num_leaves=31
num_cat=0
split_feature=1 12 1 44 2 15 155 2 43 4 12 131 483 15 1 12 3 151 2 4 12 0 1 3 12 0 42 42 42 13
split_gain=0.216658 0.035508 0.0332378 0.0331997 0.0293884 0.0441792 0.0283729 0.0271656 0.0256668 0.0224196 0.0212093 0.0261844 0.0262231 0.0217774 0.0213319 0.021903 0.0208769 0.032594 0.0262387 0.0199879 0.0195679 0.0184248 0.0557186 0.0222836 0.0203527 0.018562 0.0167272 0.0380837 0.0304248 0.0278864
threshold=0.11146500000000002 0.078300000000000008 0.13707500000000003 1.0000000180025095e-35 0.11362000000000001 -0.03241999999999999 0.084785000000000013 -0.090999999999999984 0.084740000000000024 -0.064054999999999987 0.11734000000000001 0.096070000000000016 0.087440000000000004 -0.46471999999999997 0.11249000000000002 0.09474500000000001 0.092670000000000016 -0.00099499999999999979 0.096325000000000008 0.053180000000000012 -1.0000000180025095e-35 -0.092404999999999973 0.089175000000000018 -0.045649999999999989 0.13597000000000004 0.13134000000000004 0.086035000000000014 0.085505000000000012 0.085225000000000009 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 7 -6 8 -1 10 20 11 12 14 -14 -2 -16 18 -18 -11 21 -9 22 -3 24 25 26 27 28 -23 -28
right_child=2 19 -4 -5 5 -7 -8 9 -10 16 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00072925788669541867 -0.0019911307597621566 0.0060503633725905587 0.00092768019061534182 0.0068049191520549368 0.0036697104593093341 -0.0019033804375212641 0.0056496087381423549 0.0024595093615353107 0.0053316217157299874 0.0048640543961941847 0.0051697221396136139 0.0044649602030403914 0.0014967223664280028 0.0061633475311100487 0.0017837216591262053 -0.0017326126282569021 0.0039703278724725049 -0.0013584877258505336 0.0025371804194178876 0.003677652025284946 0.0055753871668667463 0.0048364201654308315 0.00062498993328994235 0.0012099028850207107 0.0015468692412303592 0.0074939374303953218 0.0043132541088514781 0.0085527605584098231 0.0011506558395922184 0.00061317919836645688
leaf_weight=29 21 192 164 30 33 25 29 25 27 105 21 34 20 20 155 20 24 22 90 244 104 853 21 20 22 22 678 27 23 21
leaf_count=29 21 192 164 30 33 25 29 25 27 105 21 34 20 20 155 20 24 22 90 244 104 853 21 20 22 22 678 27 23 21
internal_value=0 0.00435248 0.00210082 0.00358237 0.00337082 0.00126752 0.00265527 0.00367657 0.0023822 0.00390757 0.00210854 0.00187045 0.00149666 0.00383003 0.00102046 0.00138185 0.00333806 0.00142176 0.00379011 0.00452914 0.00497153 0.00463971 0.00551547 0.00452774 0.00456805 0.00460898 0.00456936 0.00485366 0.00473965 0.00420209
internal_weight=0 2610 511 487 457 58 347 399 318 370 291 270 236 40 196 175 241 46 195 2123 129 1879 213 1666 1646 1624 1602 903 876 699
internal_count=3121 2610 511 487 457 58 347 399 318 370 291 270 236 40 196 175 241 46 195 2123 129 1879 213 1666 1646 1624 1602 903 876 699
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 483 10 401 0 43 3 3 133 49 4 3 2 4 16 15 1 52 47 15 15 48 4 3 39 0 147
split_gain=0.177426 0.0454062 0.0307772 0.0281099 0.0322794 0.0230463 0.029719 0.0294286 0.0210916 0.0287914 0.0258425 0.0206091 0.0193817 0.0184582 0.0199503 0.0270645 0.0216728 0.0291759 0.0212816 0.0264258 0.0237744 0.0183412 0.025033 0.0177542 0.0176362 0.0170197 0.0164384 0.0163621 0.0171687 0.0178282
threshold=0.11846000000000002 0.078300000000000008 0.092395000000000019 -0.096099999999999977 -0.070084999999999981 -0.079859999999999987 0.085900000000000018 -0.05208999999999999 -0.078654999999999989 -0.0043399999999999992 0.10893000000000001 0.087035000000000015 -1.0000000180025095e-35 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.14098499999999997 0.13751500000000003 1.0000000180025095e-35 0.082005000000000008 -0.13993999999999998 0.096770000000000009 -0.0040799999999999994 -1.0000000180025095e-35 0.091220000000000009 -0.046564999999999988 0.096675000000000011 0.095830000000000012 -0.092404999999999973 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 27 -2 9 11 21 -6 -13 14 15 -3 17 -16 20 -20 -17 22 -10 24 -12 26 -24 28 29 -7
right_child=5 13 -4 4 8 6 -8 -9 10 -11 23 12 -14 -15 16 18 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013482162196721352 0.0014004975924211923 0.0082519035749137395 -0.00036624521575868134 0.0070499692922053134 0.003732622365628015 0.002354737926421489 -0.0016311811624568099 -0.0034607846243306997 0.0030827848676482166 -0.001198319387843921 0.0047200791015656607 -0.0010493778353768655 0.0029835331599875085 0.0033062021767545956 -0.0007010677091205831 0.0046701472270246026 0.004137730856604821 0.0040605870969293101 0.0045060411848359813 0.0090178004721002212 0.00087426106593656283 0.006990000359447939 0.003147833708984157 0.00024645946048680817 0.0011573918978683652 0.0073615532601252198 0.0064285691403104771 0.00092769513896902116 0.0033766900758362482 -0.0010234708590273623
leaf_weight=28 33 25 25 23 84 61 23 20 144 21 33 22 26 280 22 66 1688 31 34 21 22 21 42 31 24 26 24 83 117 21
leaf_count=28 33 25 25 23 84 61 23 20 144 21 33 22 26 280 22 66 1688 31 34 21 22 21 42 31 24 26 24 83 117 21
internal_value=0 0.00385684 0.00306518 0.00322144 0.00338733 0.00149079 0.00182525 -0.000433949 0.00321817 0.00224092 0.00365155 0.00278807 0.00113512 0.00406442 0.00417563 0.00521631 0.00407521 0.00208405 0.00468561 0.00622871 0.00372118 0.004158 0.003906 0.0021725 0.00322 0.00519451 0.00434083 0.00210715 0.00259909 0.00148959
internal_weight=0 2763 574 549 521 358 305 53 498 153 345 132 48 2189 1909 168 1741 53 143 55 88 257 236 88 57 92 66 282 199 82
internal_count=3121 2763 574 549 521 358 305 53 498 153 345 132 48 2189 1909 168 1741 53 143 55 88 257 236 88 57 92 66 282 199 82
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 4 2 13 4 150 43 1 12 2 475 47 4 3 52 4 10 15 0 4 4 39
split_gain=10.3666 1.71908 0.952644 0.942665 0.641048 0.540635 0.437162 0.319619 0.317184 0.293394 0.257377 0.220248 0.184618 0.170929 0.144839 0.120269 0.129758 0.116132 0.111048 0.0991039 0.0812143 0.101059 0.0790762 0.0775961 0.0717273 0.06145 0.0775522 0.0596844 0.058766 0.0686941
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.17025000000000004 0.27834500000000006 0.14960000000000004 -0.004174999999999999 0.24564500000000003 1.0000000180025095e-35 -0.065269999999999981 0.089875000000000024 0.087005000000000013 0.088850000000000012 -0.066784999999999983 0.090100000000000013 0.40945500000000007 0.30112000000000005 0.40674500000000008 -0.51843499999999987 -0.38124499999999995 -0.15026499999999995 -0.13455999999999999 0.060330000000000002 0.033845000000000007 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 12 -5 11 -6 13 20 15 18 -13 17 -17 22 -7 28 21 -4 25 -19 -10 -1 -27 -20 -3 -30
right_child=1 2 8 7 9 10 -8 -9 24 -11 -12 14 -14 -15 -16 16 -18 23 27 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00073614359529622668 0.00060994602941177986 0.00025619255844780328 0.00035593125068813641 0.00056655993889222363 0.00056662207792753121 0.00065436385988174787 0.00076765479188487321 0.00033066304585494395 0.00012815817285569722 0.00033947001142865596 0.00035931654471123021 0.00020775142333682395 0.00045133836114523456 0.00040962504276758249 0.0003881811584875572 0.00050380999739038353 0.00060550828704694496 0.0007222407477465219 0.00057310048281053135 0.0004057136618278243 0.00016459108327404194 0.00017004483320282144 0.00052503163323682899 0.00060068577045122853 -1.9825734654624086e-05 0.00053567704832431365 0.00064433179767584134 0.00051289345153887795 0.00035416484918178887 0.00022650787973799069
leaf_weight=27 74 99 23 34 69 53 79 63 34 32 26 26 25 27 50 60 246 21 248 33 99 22 22 524 20 26 882 85 71 21
leaf_count=27 74 99 23 34 69 53 79 63 34 32 26 26 25 27 50 60 246 21 248 33 99 22 22 524 20 26 882 85 71 21
internal_value=0 0.000327999 0.000293167 0.000602776 0.000364966 0.000610592 0.000624839 0.000413349 0.000208005 0.000494653 0.000548538 0.000241057 0.000618684 0.00056045 0.000326455 0.000620998 0.000585567 0.000628217 0.000571 0.000306491 0.000195986 0.000265053 0.000641228 0.00060537 7.33493e-05 0.000643962 0.000641221 0.000557732 0.000289348 0.000325026
internal_weight=0 673 599 2448 325 2351 1912 97 274 101 439 220 1833 413 76 1808 306 1502 386 224 144 45 957 545 54 935 908 333 191 92
internal_count=3121 673 599 2448 325 2351 1912 97 274 101 439 220 1833 413 76 1808 306 1502 386 224 144 45 957 545 54 935 908 333 191 92
is_linear=0
shrinkage=0.00196078


Tree=8771
num_leaves=31
num_cat=0
split_feature=4 2 9 2 3 149 14 44 0 157 4 3 4 52 4 2 150 1 160 130 42 43 4 96 0 1 16 13 15 1
split_gain=0.183685 0.0531252 0.0310453 0.0304247 0.0288457 0.0269098 0.0226243 0.0214319 0.0389022 0.0561057 0.038915 0.0415467 0.0359352 0.021401 0.025053 0.0208013 0.0201072 0.0189061 0.0187008 0.0171599 0.0192634 0.0167766 0.0212973 0.0151601 0.015973 0.0198263 0.0181962 0.0167951 0.0147019 0.0187831
threshold=0.27287000000000006 0.12043500000000001 -1.0000000180025095e-35 0.25063000000000007 0.31299000000000005 0.07770500000000001 0.062655000000000016 0.081805000000000017 -0.13027499999999997 -0.067349999999999979 0.022185000000000003 -0.015584999999999998 0.23246000000000003 -0.42635499999999998 0.098655000000000007 -0.090999999999999984 -0.091839999999999991 0.095695000000000016 0.079055000000000014 -0.068174999999999986 -0.0041849999999999986 -0.51144999999999985 -0.52556499999999995 0.086715000000000014 0.034820000000000011 0.11910500000000002 -0.52595999999999987 -0.085384999999999975 0.094035000000000007 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 5 6 23 7 8 9 -4 11 -11 -12 -3 -15 -10 -17 -13 -1 20 -18 -21 -23 24 25 26 -2 -28 29 -8
right_child=3 13 4 -5 -6 -7 28 -9 15 10 12 17 -14 14 -16 16 19 -19 -20 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00014342704731201854 0.00095023991491941092 0.0049029223801982076 -0.0022863286414316723 -0.0019358481125285227 0.0010094844998687336 0.0048395718318016197 0.0051772907010412643 0.0068707227620675611 0.0016146819796631464 -0.0019555835588835179 0.0084333482704570771 0.0044953103367747233 0.0028433560009073957 0.0013596414195331896 0.0049932541876015341 0.0071239904743497784 0.0061545440843567634 0.0012065147676962782 0.0038602277333848176 0.0016139886974727874 0.0026758387952577328 0.0067242297039727776 0.0040830156510991752 -0.0011049212821360147 0.0040931287761777641 0.00060518764445050834 0.0011318238941550424 0.0044684520815887179 0.0040849694977451523 0.0088560351616014613
leaf_weight=28 52 27 21 24 30 26 35 27 32 20 23 44 23 138 22 23 78 29 20 27 20 31 2011 21 25 134 22 48 37 23
leaf_count=28 52 27 21 24 30 26 35 27 32 20 23 44 23 138 22 23 78 29 20 27 20 31 2011 21 25 134 22 48 37 23
internal_value=0 0.00392632 0.00404419 0.0015011 0.00409192 0.00175258 0.00412885 0.00406916 0.0040374 0.00253139 0.00325925 0.00208248 0.00563835 0.00229872 0.00185926 0.00414584 0.00418283 0.0031888 0.00152476 0.00415161 0.0054446 0.00409037 0.00412311 0.00148682 0.0016805 0.0014449 0.0023672 0.0034198 0.0056425 0.0066361
internal_weight=0 2769 2582 352 2534 328 2504 2409 2382 160 139 93 46 187 160 2222 2190 73 48 2167 98 2069 2042 302 281 256 122 70 95 58
internal_count=3121 2769 2582 352 2534 328 2504 2409 2382 160 139 93 46 187 160 2222 2190 73 48 2167 98 2069 2042 302 281 256 122 70 95 58
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=31
num_cat=0
split_feature=4 2 3 9 2 149 44 1 457 2 2 42 133 2 1429 1 1204 1204 2 1454 128 0 128 0 0 12 12 12 402 159
split_gain=0.148785 0.0439589 0.0357537 0.0249994 0.024644 0.0217969 0.0193974 0.0193371 0.0361096 0.030463 0.0215523 0.0231533 0.0222491 0.0197361 0.0377343 0.0224817 0.0208498 0.0325634 0.0194496 0.0183107 0.0191299 0.0257404 0.0229468 0.0165004 0.0162513 0.0357173 0.0332117 0.0348763 0.0270181 0.0225762
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 0.07770500000000001 0.081805000000000017 0.091195000000000012 0.049680000000000009 0.12198500000000001 0.11263500000000001 0.11457500000000002 0.40431 0.08647500000000001 0.084545000000000009 0.088975000000000012 -0.082759999999999986 -0.079429999999999987 0.086825000000000013 0.090210000000000026 0.09585500000000001 -0.081784999999999983 0.085955000000000018 -0.071339999999999987 -0.084804999999999978 0.085565000000000016 0.086305000000000007 0.086915000000000006 -1.0000000180025095e-35 -0.092534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 13 9 10 11 -9 -13 14 19 16 -15 -18 -19 20 22 -22 23 24 29 -26 -27 -28 -29 -5
right_child=4 -3 -4 6 -6 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0013722862137607688 0.0013381340573976452 -9.4278102077430853e-05 0.0012601397026222774 0.0015994566397487442 -0.0017422630878475805 0.0043556147568429319 0.0059181292605659875 0.0037405495809553005 0.0011161554636518387 0.00029680404053390795 0.0066216178744545459 -0.0011232517811004073 0.0031547967817694431 0.0063020928796114666 0.0002962745342908117 0.00037933622317557988 -0.00045967601705342536 0.0010045993141829968 0.0036716614677209779 0.0014173653464586962 0.0046569538186304275 -0.00013705188231099221 0.0078034022712104387 0.0069614085422363137 0.0011646571285698726 0.0080317644890220401 -9.9646879971260208e-05 0.0066181169063048925 0.0034046358314732232 0.0048947781620660514
leaf_weight=48 302 33 65 22 24 26 38 397 77 29 23 20 31 28 24 22 20 28 1165 21 24 21 21 25 46 21 20 38 84 378
leaf_count=48 302 33 65 22 24 26 38 397 77 29 23 20 31 28 24 22 20 28 1165 21 24 21 21 25 46 21 20 38 84 378
internal_value=0 0.00353368 0.00357744 0.00363384 0.00135099 0.00157732 0.00367522 0.00364225 0.00313203 0.00344247 0.00363616 0.00348288 0.00147713 0.00378886 0.00419706 0.00354808 0.00360425 0.00354198 0.00360906 0.00432691 0.00441419 0.00241975 0.00455122 0.00444349 0.00434013 0.00362548 0.00431995 0.00377102 0.00440556 0.00471354
internal_weight=0 2769 2736 2671 352 328 2623 2585 577 500 471 448 51 2008 745 1263 1241 1213 1193 721 700 45 655 634 609 209 163 142 122 400
internal_count=3121 2769 2736 2671 352 328 2623 2585 577 500 471 448 51 2008 745 1263 1241 1213 1193 721 700 45 655 634 609 209 163 142 122 400
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=31
num_cat=0
split_feature=4 2 3 1 106 52 159 14 149 13 13 2 400 39 0 1455 1456 16 52 1453 1374 49 391 0 16 12 43 13 159 11
split_gain=0.120516 0.0356067 0.0289605 0.0207815 0.0205375 0.0165572 0.0235858 0.0189381 0.0213659 0.016858 0.0155228 0.015214 0.0375644 0.0206607 0.0192665 0.0162331 0.0249674 0.0346719 0.0229234 0.0221736 0.0185475 0.0156697 0.0171975 0.0181366 0.0325876 0.0432924 0.0275445 0.0243973 0.0221085 0.0223348
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.15471500000000002 0.085655000000000009 0.039215000000000007 0.10620500000000001 -0.47013499999999991 0.07770500000000001 -0.071554999999999994 1.0000000180025095e-35 0.091265000000000013 -0.070649999999999991 0.098220000000000016 -0.22491999999999998 -0.23681499999999997 -0.14739999999999998 -0.020119999999999996 -0.56022499999999986 -0.084064999999999987 0.088460000000000011 0.10969000000000002 -0.077824999999999991 -0.066689999999999985 0.066275000000000014 0.092550000000000007 -0.076484999999999984 -0.013634999999999998 0.11389500000000001 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 7 -7 -2 9 -9 -11 15 -13 14 -14 -1 17 -17 -18 -20 21 22 -21 28 27 -26 -27 -25 29 -24
right_child=3 -3 -4 -5 -6 6 -8 8 -10 10 -12 12 13 -15 -16 16 18 -19 19 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0062464951781467312 0.0035103050127093284 -8.485032506569317e-05 0.0011341257316346924 -0.0010965073614248209 0.00071152609863577628 0.0038825956518175431 -1.801262524994937e-06 -0.00065628059284270947 0.0036949968314729633 0.0020407764296553953 -0.00056720628045061889 -0.00038330701318045612 0.00065983020507826896 0.00078465858776424378 0.003279766565301585 0.003849660581424056 0.006792988642562359 -0.0019681050146209598 0.0065495892468353982 0.0057265102695964742 0.006240621405532179 0.0014747260181355245 0.0034901251260782578 0.0022926561137428508 0.0051951622381668791 -0.0017526857007760556 0.0034955979837104677 -0.0022733711626973341 0.0011527842674881985 0.0057580650623680826
leaf_weight=21 28 33 65 35 31 54 22 84 22 74 33 32 29 37 874 21 21 20 23 32 23 42 1239 25 55 20 20 22 39 45
leaf_count=21 28 33 65 35 31 54 22 84 22 74 33 32 29 37 874 21 21 20 23 32 23 42 1239 25 55 20 20 22 39 45
internal_value=0 0.00318032 0.0032197 0.00121589 0.00327045 0.0014712 0.00275816 0.00106535 0.000743953 0.000404042 0.00123645 0.0033005 0.00298603 0.00310073 0.00319563 0.00348375 0.00344853 0.00101173 0.00351074 0.00346725 0.00342186 0.00337974 0.00343319 0.00338309 0.00230912 0.00337465 0.000871456 0.000155367 0.00349836 0.00356961
internal_weight=0 2769 2736 352 2671 317 76 241 213 191 107 2640 972 940 903 1668 1647 41 1606 1585 1562 1539 1497 1465 142 95 40 47 1323 1284
internal_count=3121 2769 2736 352 2671 317 76 241 213 191 107 2640 972 940 903 1668 1647 41 1606 1585 1562 1539 1497 1465 142 95 40 47 1323 1284
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=31
num_cat=0
split_feature=1 2 48 1 483 123 0 0 11 41 1420 157 0 13 483 1456 16 151 52 16 2 1446 12 481 16 484 15 2 0 2
split_gain=0.0977021 0.0308835 0.0207213 0.0189381 0.0191504 0.0179163 0.0174242 0.0161153 0.0248636 0.0262467 0.0240753 0.0215164 0.01968 0.0242829 0.0215521 0.0185852 0.017319 0.0302744 0.0274347 0.0187399 0.0167857 0.0165672 0.0366017 0.0384139 0.0334465 0.0362663 0.0319435 0.0286811 0.027446 0.0408905
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.16773500000000005 0.098395000000000024 0.085290000000000019 -0.14723999999999998 -0.079119999999999982 0.078065000000000009 0.079395000000000007 -0.081459999999999991 -0.24909499999999998 -0.079829999999999998 -0.0075049999999999987 -0.070084999999999981 -0.082809999999999981 0.013515000000000001 -0.085604999999999987 -0.10925999999999998 -0.0024749999999999993 0.083795000000000022 0.083715000000000026 0.083785000000000012 -0.08452999999999998 -0.071854999999999988 -0.053834999999999994 -0.013969999999999998 0.084550000000000014 -0.082844999999999988 0.087750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -2 -3 -7 8 11 -10 -9 -1 14 -14 -13 -12 18 -18 -16 21 -19 24 -23 27 25 -20 -26 -24 29 -28
right_child=3 2 -4 -5 -6 6 -8 10 9 -11 15 12 13 -15 16 -17 17 20 19 -21 -22 22 23 -25 26 -27 28 -29 -30 -31
leaf_value=2.3491999176754192e-05 0.0010457203051901847 0.0025182942121846023 -0.00092722577508538959 -0.0017222640995422135 0.0042446676662075333 -0.0017219730699434878 0.0019415396265685559 0.0060010173497721557 0.007144499685637129 0.0027157611922239483 0.0048521482494599637 0.0045715867773322592 0.0032648634780863568 0.0078270937316119674 0.0053519124237517155 0.0023342040685717263 0.0051357758766971537 -0.0014914072979160626 0.007320620210375637 0.0045938170077611832 0.0017728379453765229 0.0076793869385834452 -0.0019323951534170195 0.0046124416862666192 0.0026807042999389304 0.003002504171409941 -0.0024572164450526344 0.0033589343518196121 0.003202674280058731 0.0021771996155042542
leaf_weight=22 291 552 20 23 20 20 37 20 32 23 31 94 28 20 52 539 20 23 20 70 50 22 20 72 167 707 45 21 27 33
leaf_count=22 291 552 20 23 20 20 37 20 32 23 31 94 28 20 52 539 20 23 20 70 50 22 20 72 167 707 45 21 27 33
internal_value=0 0.00285657 0.00223999 0.00104666 0.00125144 0.002344 0.000656097 0.00303629 0.00320392 0.00529248 0.0025908 0.003128 0.00317381 0.00516579 0.00310755 0.00247114 0.00300553 0.00168876 0.00310303 0.0030059 0.000744377 0.00290788 0.00394764 0.00322111 0.00276737 0.0031213 0.00182141 0.000777798 0.000454715 -0.000496502
internal_weight=0 2787 629 334 311 609 57 2158 1568 55 590 1513 1491 48 1443 570 1349 93 1256 1204 73 1134 135 113 999 727 272 41 105 78
internal_count=3121 2787 629 334 311 609 57 2158 1568 55 590 1513 1491 48 1443 570 1349 93 1256 1204 73 1134 135 113 999 727 272 41 105 78
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 1 2 2 4 52 1 52 47 1 51 48 12 3 52 2 47 13 51 2 15
split_gain=16.7882 2.85352 1.55822 1.36375 1.03523 0.743682 0.626361 0.613693 0.480136 0.395138 0.369532 0.345317 0.302493 0.209365 0.166119 0.141253 0.121968 0.112655 0.109915 0.2336 0.130774 0.113736 0.126375 0.108558 0.142884 0.143104 0.0918716 0.0782847 0.0768817 0.0728698
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.09253500000000002 0.14838000000000004 0.089885000000000007 0.40945500000000007 -0.56176499999999996 0.091450000000000017 -0.16675999999999999 1.0000000180025095e-35 0.088975000000000012 -0.09193999999999998 0.090225000000000014 0.095780000000000018 -0.10831999999999999 -0.066844999999999988 0.084245000000000014 0.083310000000000009 -1.0000000180025095e-35 0.11144500000000002 0.099185000000000009 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 8 11 12 -6 -5 13 15 -4 -14 23 -10 -3 21 -20 -21 22 28 24 25 -1 -15 -25 -16 -23
right_child=1 2 7 10 9 -7 -8 -9 16 -11 -12 -13 14 26 18 -17 -18 -19 19 20 -22 29 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00048514355186525727 0.00067547415006361552 0.00025491925013800557 0.00028295080074005658 0.00059027324163171246 0.00059594637787628482 0.00042121529866776924 0.00035269934563437978 0.00038684984384312887 0.00068181978958640609 0.0003335133727352299 0.00033662501622427351 1.4199189716527443e-05 0.00075273188175978484 9.3198574151878165e-05 0.00063241887594165367 0.00063726942153190138 0.00085692122376342702 0.00036668814022248596 0.0007222372673305811 0.00036717076804953732 0.00057445110848136974 0.00058441090409421035 0.00066833752969566013 0.00070501880916128471 0.00068297221164981487 0.00068662200132599271 0.00022639289967502224 0.00059152818558847202 0.00046781230551263723 0.00064752797181365869
leaf_weight=33 71 179 45 34 71 48 24 37 20 32 63 84 45 85 24 210 65 43 22 22 25 189 398 887 160 23 26 24 20 112
leaf_count=33 71 179 45 34 71 48 24 37 20 32 63 84 45 85 24 210 65 43 22 22 25 189 398 887 160 23 26 24 20 112
internal_value=0 0.000303698 0.00025985 0.000653374 0.000351947 0.000662774 0.000667809 0.000151794 0.000671127 0.000514414 0.000425533 0.000115557 0.000665526 0.000170134 0.000636769 0.000683959 0.000815721 0.000276568 0.000630342 0.000555482 0.000477426 0.000637294 0.000657314 0.000692658 0.000653137 0.000567894 0.000124397 0.000702029 0.000557598 0.000607896
internal_weight=0 673 602 2448 325 2351 2303 277 2279 103 97 240 2194 156 857 1337 85 222 812 69 47 743 442 1127 216 56 111 911 44 301
internal_count=3121 673 602 2448 325 2351 2303 277 2279 103 97 240 2194 156 857 1337 85 222 812 69 47 743 442 1127 216 56 111 911 44 301
is_linear=0
shrinkage=0.00196078


Tree=8776
num_leaves=31
num_cat=0
split_feature=4 2 9 3 2 160 49 457 1 3 457 3 39 1177 42 51 2 132 4 52 16 16 51 43 16 16 0 12 482 15
split_gain=0.122987 0.0361527 0.0213418 0.020427 0.0203013 0.0175532 0.024002 0.0164775 0.0587819 0.0256271 0.0190762 0.0166497 0.021385 0.0172762 0.0172099 0.0275995 0.017521 0.0174203 0.0163547 0.0231062 0.0275811 0.022192 0.0172238 0.034666 0.0187847 0.0370042 0.0229676 0.021004 0.0302727 0.027504
threshold=0.27287000000000006 0.12043500000000001 -1.0000000180025095e-35 0.31299000000000005 0.25063000000000007 -0.066074999999999981 0.14233500000000002 0.062030000000000009 0.093575000000000019 -0.084964999999999985 0.032140000000000009 -0.14186499999999996 0.10166000000000001 -0.047249999999999993 0.09796500000000001 0.10302500000000002 0.10855000000000002 0.087955000000000019 0.04735000000000001 -0.046924999999999988 0.51222500000000004 -1.0000000180025095e-35 -0.13782999999999998 -0.085154999999999995 -0.0068949999999999992 -0.0083599999999999976 -0.087974999999999984 0.087830000000000005 0.089925000000000019 -0.071579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -2 -3 -7 10 9 -9 11 14 13 -13 15 16 17 -4 22 20 -20 -21 23 -15 25 -24 -26 28 -28 -29
right_child=4 5 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 18 -16 -17 -18 -19 19 21 -22 -23 24 -25 26 -27 27 29 -30 -31
leaf_value=0.001101922280698394 0.0013145526546994495 -0.00019981639681547578 0.0056527933383168768 0.00063649382481041064 -0.0016983869757192832 0.0027424974361382241 -0.00090306986932687106 0.0019553693540997376 -0.00029090124123191849 0.004683940167409144 0.0063368454509015598 0.0054127162204413506 0.00081289559081293796 0.0082281984796281904 0.0067799777775729561 0.00072750033577904114 0.0023551741775008853 0.0023726146988337863 -0.0015258905427929547 0.0026482610816285965 0.0028039488235428451 0.0061624872579704969 0.0033891159657961946 0.0036508682570479908 0.0011163840517401697 0.0072764806239865726 0.004575215358566493 0.0044113258725027903 0.00062757328395610275 0.0018331019776510892
leaf_weight=48 328 37 85 30 24 129 21 61 58 79 21 37 36 21 23 24 32 20 28 177 31 20 1194 78 75 25 125 54 23 177
leaf_count=48 328 37 85 30 24 129 21 61 58 79 21 37 36 21 23 24 32 20 28 177 31 20 1194 78 75 25 125 54 23 177
internal_value=0 0.00309359 0.00319084 0.0032304 0.00110912 0.00175093 0.00223212 0.00326148 0.00238604 0.00349506 0.00333665 0.00330908 0.00322919 0.00327132 0.00422122 0.00385569 0.00440369 0.005028 0.00323225 0.00248511 0.00074911 0.00300504 0.00334019 0.00462182 0.00326435 0.00346884 0.00271528 0.00303168 0.00396173 0.0024358
internal_weight=0 2769 2582 2534 352 187 150 2504 198 140 2306 2285 2101 2065 184 161 137 105 2028 256 59 197 1772 99 1673 1219 454 379 148 231
internal_count=3121 2769 2582 2534 352 187 150 2504 198 140 2306 2285 2101 2065 184 161 137 105 2028 256 59 197 1772 99 1673 1219 454 379 148 231
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 4 1 2 4 0 0 4 472 15 16 3 52 52 131 2 0 14 4 4 3 159
split_gain=11.5153 1.93474 1.17373 0.890567 0.642086 0.618995 0.433284 0.389403 0.320369 0.261216 0.253118 0.240308 0.237465 0.274882 0.168351 0.167334 0.123622 0.128733 0.131639 0.180124 0.122501 0.109702 0.103965 0.114964 0.0989259 0.0800708 0.0773432 0.0767435 0.0687567 0.0667253
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.27834500000000006 0.09253500000000002 0.14285500000000004 0.0061450000000000003 -0.11173999999999999 -0.07929499999999999 0.27834500000000006 -0.0094849999999999986 0.040760000000000005 0.083160000000000026 -0.083344999999999989 0.10024500000000001 0.039215000000000007 0.082750000000000004 0.31358000000000003 -0.15599999999999997 0.096015000000000017 -0.49405499999999997 -0.036839999999999991 -0.017889999999999996 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 29 6 8 11 12 -6 -5 15 13 24 -15 -4 -16 18 19 -18 26 -14 23 -13 -1 -10 -20 -2 -17 -3
right_child=1 2 7 10 9 -7 -8 -9 25 -11 -12 22 21 14 16 28 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068683954260689557 0.00079863902751137227 0.00045885302192574925 0.00045321002502374578 0.00069256015895353463 0.00069225912203874128 0.00050911682322514441 0.0004954362996653015 0.00050808499627916909 0.00091084481071176655 0.00047792531641236704 0.00048263371941496418 0.00022951380409122048 0.00067750585792261415 0.00077796105941625336 0.00082717522474108737 0.00037581553772330923 0.00055451785561208631 0.00075389966372861183 0.00080094312702393199 0.00075240755083263761 0.00058282508715695031 0.00075038858583512038 0.00034422107625241375 5.7492213068055174e-05 0.00052265552673436675 0.00077715267555094236 0.00070785000877537723 0.00065739008447591877 0.00026699622056088892 0.00038584180437132757
leaf_weight=43 50 154 39 34 69 41 25 37 61 32 63 59 224 1148 55 33 48 349 59 28 20 123 20 20 21 24 82 21 69 70
leaf_count=43 50 154 39 34 69 41 25 37 61 32 63 59 224 1148 55 33 48 349 59 28 20 123 20 20 21 24 82 21 69 70
internal_value=0 0.000450733 0.000414628 0.000740335 0.000494559 0.000747931 0.00075217 0.000320847 0.000754979 0.000624351 0.000556216 0.000291981 0.000750415 0.000759231 0.000763748 0.000343971 0.000738293 0.000729951 0.000694684 0.000627425 0.000726434 0.00070334 0.000217935 0.000185964 0.000632967 0.000873096 0.000746804 0.000756861 0.000302202 0.000436037
internal_weight=0 673 602 2448 325 2351 2310 277 2285 101 97 240 2200 1853 1789 141 641 586 237 76 161 347 99 79 64 85 141 71 102 224
internal_count=3121 673 602 2448 325 2351 2310 277 2285 101 97 240 2200 1853 1789 141 641 586 237 76 161 347 99 79 64 85 141 71 102 224
is_linear=0
shrinkage=0.00196078


Tree=8778
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 2 47 1 4 2 2 4 1 457 1 1 11 43 2 0 2 1 12 15 4 43 15 0 0 51
split_gain=10.8825 1.26154 1.23991 0.776597 0.739771 0.477535 0.473319 0.348041 0.335414 0.322669 0.224117 0.214966 0.205337 0.170305 0.238979 0.163472 0.160668 0.127994 0.172188 0.123623 0.117206 0.109842 0.095083 0.0843904 0.0965485 0.0828241 0.0821448 0.077535 0.114119 0.109937
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.091265000000000013 0.12958500000000003 0.09253500000000002 0.40124500000000002 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.090540000000000023 0.080930000000000016 0.089875000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.04890499999999999 0.11177500000000001 -0.038659999999999993 -1.0000000180025095e-35 0.14089500000000002 0.093965000000000007 0.024640000000000006 -0.17966999999999997 -0.080324999999999994 -0.41942499999999994 -0.23194499999999998 -0.11173999999999999 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 17 12 10 -4 22 13 11 -3 16 15 -15 19 27 -2 -19 -7 -14 -8 -6 24 -17 -9 -12 -1 29 -29
right_child=1 6 7 -5 8 9 21 25 -10 -11 26 -13 20 14 -16 23 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00078124611909228918 0.0002817274616029932 0.00037021306082198622 0.00059093413627443292 0.00038245944011094625 0.00070527746932568891 0.00061484632879080605 0.0005017434973905462 0.00039212528057918158 0.00035722464590035551 0.0004355906545830822 0.00020483735026855852 0.00020491628953184457 0.00047990412904681655 0.00062445465139314232 0.00033689292512980158 0.00068918131095892156 0.00076789048102485658 0.0005412227316442446 0.00034586535392588312 0.00051489421257785723 0.00062637638510133157 0.00031002402214296893 0.00056144434927079916 0.00075934358006792381 0.0005673705907599403 0.00024773107752913519 8.7366757712409123e-05 0.00064403310929443322 0.00067083202971265107 0.00046883615848619621
leaf_weight=23 77 43 34 45 24 559 27 56 29 41 37 102 23 25 20 82 66 22 82 52 242 20 67 37 36 21 60 40 1108 21
leaf_count=23 77 43 34 45 24 559 27 56 29 41 37 102 23 25 20 82 66 22 82 52 242 20 67 37 36 21 60 40 1108 21
internal_value=0 0.000332632 0.000628344 0.000637639 0.000421474 0.000642474 0.000240101 0.000425704 0.000540858 0.0006053 0.000205131 0.000253935 0.000663269 0.00061388 0.000496649 0.000620767 0.000673719 0.000342325 0.000387191 0.00060634 0.000613664 0.000420161 0.000599378 0.000677638 0.000652019 0.000352745 0.000132175 0.000668505 0.000666286 0.000583719
internal_weight=0 590 2531 2420 301 2375 289 111 120 852 242 145 1523 811 45 766 1258 181 104 611 265 47 91 155 118 77 97 1192 1169 61
internal_count=3121 590 2531 2420 301 2375 289 111 120 852 242 145 1523 811 45 766 1258 181 104 611 265 47 91 155 118 77 97 1192 1169 61
is_linear=0
shrinkage=0.00196078


Tree=8779
num_leaves=31
num_cat=0
split_feature=1 52 11 105 1 44 2 2 0 42 0 16 51 48 3 15 1 15 393 157 1209 11 3 483 479 15 11 1447 1447 12
split_gain=0.17268 0.0504215 0.0302506 0.0334024 0.0288562 0.034603 0.0285444 0.0443459 0.0280597 0.0196198 0.025926 0.0255724 0.0232007 0.0180575 0.0248 0.0225833 0.0179757 0.0178255 0.0409377 0.0269291 0.0248448 0.0257527 0.0235537 0.0197773 0.0161133 0.0172181 0.0168993 0.0169008 0.0210592 0.0159293
threshold=0.10124500000000002 -0.40967499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.14173500000000003 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 0.22582000000000002 -0.019989999999999997 -0.036484999999999997 0.0047850000000000011 0.10532000000000001 0.10184000000000001 -0.073309999999999986 -0.11033999999999998 0.13604000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.0091799999999999989 0.086895000000000014 0.077695000000000014 -0.079594999999999985 -0.020729999999999995 0.10713500000000002 0.095575000000000007 0.078065000000000009 -0.086059999999999984 -0.085024999999999989 0.089795000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 6 7 -4 13 -8 11 12 16 15 -15 -1 -11 18 20 -19 21 22 -17 -24 25 26 27 -21 -29 -9
right_child=1 2 3 -5 -6 -7 9 29 -10 10 -12 -13 -14 14 -16 17 -18 19 -20 24 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0053605934110449727 0.0043709303180495393 -0.0018461569026112558 0.0014747619515460709 0.0060256215760351294 0.0003850251453110742 0.0059708144292623423 -0.0010987011754574874 0.0065795464942661613 0.00029297292305273002 0.0018821645536269554 0.0046693795239897791 -0.00054312179541601889 0.0046539765127279146 0.0037613081294878186 0.00046142205137584825 0.0044556392187740752 -0.0012403825070664643 0.0076208672874296711 -0.00064651003811464066 0.0068985008988529445 0.00076918447996901637 0.00097135868067010152 0.0010365053334680852 0.0036309785426375109 0.0067440352158155293 0.0035119674357803783 0.0072173617525203605 0.0012763969498969939 0.0043508665321407127 0.0037259455382694269
leaf_weight=137 102 20 98 21 97 24 27 26 20 151 27 53 27 79 32 498 21 24 21 25 26 29 32 359 25 286 21 23 711 79
leaf_count=137 102 20 98 21 97 24 27 26 20 151 27 53 27 79 32 498 21 24 21 25 26 29 32 359 25 286 21 23 711 79
internal_value=0 0.00229946 0.00198457 0.00210226 0.00197148 0.00226019 0.00208523 0.00300465 0.00402263 0.00147529 0.00172439 0.00140885 0.00192872 0.00405467 0.00280999 0.00411699 0.00150092 0.00403508 0.0037204 0.00430742 0.00381755 0.00390389 0.00399955 0.00341864 0.00423453 0.00417568 0.00441904 0.00434161 0.00425453 0.00443255
internal_weight=0 773 671 651 630 533 509 203 2348 306 279 252 199 2328 111 2217 172 2080 965 1115 944 918 889 391 1091 1066 780 759 734 105
internal_count=3121 773 671 651 630 533 509 203 2348 306 279 252 199 2328 111 2217 172 2080 965 1115 944 918 889 391 1091 1066 780 759 734 105
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=31
num_cat=0
split_feature=1 4 3 48 2 2 12 12 2 0 42 14 4 3 13 456 51 48 3 15 4 1 15 376 51 16 16 13 484 484
split_gain=0.139871 0.0413146 0.0294918 0.0261747 0.0253548 0.0458935 0.023714 0.0229546 0.0234013 0.0227283 0.0224498 0.0242313 0.0232032 0.0218963 0.0259939 0.0180271 0.0157164 0.0146508 0.0218249 0.0178652 0.0157065 0.0220328 0.01446 0.021386 0.0196844 0.0143952 0.0234909 0.0178335 0.0276495 0.0409601
threshold=0.10124500000000002 -0.39518999999999993 0.31370500000000007 -0.081134999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.092465000000000006 -0.42850999999999995 0.15950500000000004 0.22582000000000002 -0.019989999999999997 -0.22253999999999999 0.51164000000000009 -0.13309499999999996 -0.0075049999999999987 0.091255000000000017 -0.047599999999999996 0.10168500000000001 -0.073309999999999986 -0.11033999999999998 0.053925000000000008 0.083345000000000016 -0.026084999999999994 0.086445000000000008 0.10027500000000002 -0.097644999999999996 -0.095564999999999983 -0.085384999999999975 0.091180000000000011 0.085740000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 16 3 -3 5 13 -7 -4 -9 17 -6 12 -12 -5 -15 22 -2 19 -19 -1 25 -22 23 24 -13 -21 -27 28 29 -28
right_child=1 2 7 4 10 6 -8 8 -10 -11 11 15 -14 14 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0048208731760408866 0.0030678456202503698 0.0051351922579299381 0.0023150370856248109 0.0035787782036802839 -0.0011519211213453673 0.005981750219152906 0.0030864364020549017 0.00038861025018179689 -0.0037086956936400388 0.00026367557169578506 0.0049814850434887446 0.0017984069174325813 0.0010378287062048914 0.0013466864030462979 -0.0028340658615343276 -0.0014937323163789901 0.0059536746677622439 0.0034268184478774121 0.00037591257979246702 0.0046855258484558562 0.0032151227355529189 0.00019739856943488122 -0.00021741837206319342 -0.0011766923022150878 0.0049941208122460095 0.00047037398402133713 0.0043864383068977905 0.00351989260299639 0.0076659212354570627 0.00010076080361614004
leaf_weight=135 46 27 35 27 32 39 103 46 20 20 37 119 25 58 20 23 32 81 33 144 178 28 41 20 23 23 315 1344 23 24
leaf_count=135 46 27 35 27 32 39 103 46 20 20 37 119 25 58 20 23 32 81 33 144 178 28 41 20 23 23 315 1344 23 24
internal_value=0 0.00206951 0.0018246 0.00209321 0.00194835 0.00270949 0.00388163 0.000244836 -0.000852998 0.00362037 0.00136085 0.00164004 0.0033913 0.00112432 0.000274699 0.00115961 0.00425178 0.0036492 0.00254366 0.00370613 0.00363374 0.00280495 0.00146023 0.00188482 0.00231602 0.0037249 0.00364489 0.00368769 0.00431067 0.00408303
internal_weight=0 773 695 594 567 247 142 101 66 2348 320 288 62 105 78 226 78 2328 114 2214 2079 206 203 162 142 1873 1729 1706 362 339
internal_count=3121 773 695 594 567 247 142 101 66 2348 320 288 62 105 78 226 78 2328 114 2214 2079 206 203 162 142 1873 1729 1706 362 339
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=31
num_cat=0
split_feature=1 3 12 2 1 4 2 4 1 159 4 2 14 2 47 0 4 47 3 4 15 3 47 158 2 13 4 3 16 49
split_gain=16.1309 2.00372 1.62479 1.07405 0.988725 0.63277 0.543628 0.543006 0.469912 0.433204 0.315189 0.310293 0.277917 0.264809 0.25906 0.238197 0.204713 0.201309 0.175598 0.152653 0.142705 0.142473 0.135421 0.134092 0.126534 0.176493 0.123324 0.143172 0.118016 0.116587
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.11474000000000002 0.092845000000000025 0.40945500000000007 0.092365000000000017 -0.16363499999999997 0.12656000000000003 0.082585000000000006 0.40124500000000002 0.13501500000000002 0.076175000000000007 0.11389000000000002 0.10019500000000002 -0.061629999999999997 0.053180000000000012 0.091680000000000011 -0.14477499999999996 0.42642000000000008 -0.41396999999999995 -0.14186499999999996 0.077555000000000013 0.085030000000000008 0.12043500000000001 -1.0000000180025095e-35 -0.064054999999999987 0.090900000000000009 -0.11676499999999999 -0.063424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 13 9 12 -6 19 14 -2 21 16 22 24 -16 -4 29 28 -7 -10 -8 26 -18 25 -3 -1 -28 -5 -9
right_child=1 5 6 18 7 8 11 17 20 -11 -12 -13 -14 -15 15 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00079593797274935343 0.00073481125043535847 0.00036414774025187775 0.0008038561909865891 0.00035682686549775742 0.00077485374111981432 0.00024612571477242141 0.00081594070498604786 0.00052528285501279176 0.00021218136814110542 0.0002603093173003188 0.00047845793070187451 0.00056036072524060128 0.0009529917689083177 0.00053050312827335698 0.00066753932127128093 0.00040414194180505642 0.00065252970478436357 0.00063623311583700811 0.00023604334099416741 0.00044324523345990613 6.4153782284851894e-05 0.00073256511154492154 0.0008634648085976181 0.00083539068253656956 0.00028481953344455818 0.00058279677282573918 0.00072847694440884955 0.00056308065295264365 0.00055445657710846501 0.00040164956784682497
leaf_weight=69 93 40 1338 26 31 23 93 51 95 62 23 37 46 23 33 22 58 29 23 44 34 516 35 21 29 22 89 26 21 69
leaf_count=69 93 40 1338 26 31 23 93 51 95 62 23 37 46 23 33 22 58 29 23 44 34 516 35 21 29 22 89 26 21 69
internal_value=0 0.000399831 0.000759857 0.000568237 0.000648795 0.000322298 0.00078208 0.000538747 0.000242358 0.000397626 0.000683983 0.000734705 0.000802999 0.000730649 0.000455939 0.00056218 0.00079813 0.000489624 0.00037643 0.000375577 0.000173166 0.000745297 0.000751669 0.000701138 0.000391728 0.000441733 0.000730404 0.000691083 0.00044513 0.000454194
internal_weight=0 590 2531 186 422 404 2109 180 196 208 116 646 1463 242 146 55 1417 149 70 67 129 609 219 79 91 62 184 115 47 120
internal_count=3121 590 2531 186 422 404 2109 180 196 208 116 646 1463 242 146 55 1417 149 70 67 129 609 219 79 91 62 184 115 47 120
is_linear=0
shrinkage=0.00196078


Tree=8782
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 454 0 2 3 16 484 14 12 13 0 16 51 2 0 15 15 0 12 11 12 160 15 133 15 3
split_gain=0.15989 0.0450983 0.0275825 0.0199733 0.0215688 0.020064 0.0198966 0.0184669 0.0315814 0.027488 0.0327662 0.0222833 0.0238377 0.0224467 0.0274244 0.01851 0.0182731 0.0181334 0.0163552 0.0196877 0.0176189 0.019234 0.014539 0.0191964 0.0199843 0.0158477 0.0156418 0.0262872 0.0289924 0.0289801
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 -0.4136149999999999 -0.037229999999999992 0.22582000000000002 0.14753000000000002 0.099930000000000005 -0.50992999999999988 -0.077774999999999983 -0.47071999999999997 0.11734000000000001 -1.0000000180025095e-35 -0.0058249999999999994 -0.53943499999999989 0.088210000000000011 0.11411 -0.10474999999999998 -0.41396999999999995 -0.088429999999999995 -0.14051499999999997 0.11734000000000001 0.080455000000000013 0.089300000000000004 -1.0000000180025095e-35 0.083195000000000005 0.076280000000000014 0.081070000000000017 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 22 8 9 17 -11 -12 13 16 -15 -10 -13 -7 20 -20 21 -4 23 26 -25 -24 27 28 29 -1
right_child=1 2 18 4 5 7 -8 -9 15 10 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020214868109633246 0.0041897653329001248 0.0048271815974398388 0.00041101683469605636 0.0053076126148880578 -0.00099418688015165662 0.0060436716662176579 0.00074818437220528725 0.00045083290572317004 0.0017053063607398564 0.0048961844096013993 0.0042984175673198141 0.00065913472010704162 0.003761928846450666 0.00072427374959391146 -0.0040562787980196026 0.0048555129525167029 0.0035458843913287498 0.0020690012661031109 0.0014213487826054917 -0.0027519038441264111 -0.00062308446899987766 0.0046099651761323914 0.00021510601176747253 0.0038144193372378747 0.0073805512747529781 0.0034525914498199535 0.004203156120624058 0.0042064242247915528 -0.00049357463140040634 0.0036986683693709041
leaf_weight=128 102 28 20 20 22 24 20 60 26 26 21 140 26 28 21 66 26 22 20 26 25 24 21 30 33 54 1001 513 20 528
leaf_count=128 102 28 20 20 22 24 20 60 26 26 21 140 26 28 21 66 26 22 20 26 25 24 21 30 33 54 1001 513 20 528
internal_value=0 0.00223069 0.00193289 0.00222447 0.00208645 0.00195963 0.00388882 0.00209334 0.00232468 0.00187279 0.00151023 0.00117422 0.000901991 0.000556138 -0.00132453 0.00396524 0.00111128 0.00414274 0.000523129 -0.000937446 0.00149685 0.00270135 0.0039158 0.00396139 0.00568239 0.0025461 0.00391189 0.00366667 0.00325706 0.00337141
internal_weight=0 773 671 556 528 508 2348 486 426 334 288 262 241 215 49 92 166 46 115 46 69 44 2328 2253 63 75 2190 1189 676 656
internal_count=3121 773 671 556 528 508 2348 486 426 334 288 262 241 215 49 92 166 46 115 46 69 44 2328 2253 63 75 2190 1189 676 656
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 4 1 2 2 1 50 2 150 1 1 1 2 52 4 475 1447 12 156 16
split_gain=6.96446 1.11362 0.625326 0.513817 0.4128 0.380986 0.308187 0.249849 0.221055 0.204314 0.198124 0.21137 0.146998 0.166979 0.119951 0.114071 0.0883416 0.0865776 0.082606 0.0819247 0.0707402 0.0704364 0.0608391 0.0596078 0.0527484 0.0526842 0.0499282 0.0385544 0.0371741 0.0408601
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.14122000000000004 1.0000000180025095e-35 -0.062539999999999984 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.122715 0.041865000000000006 0.088850000000000012 1.0000000180025095e-35 0.13436000000000001 0.13075500000000004 0.12000500000000001 0.31358000000000003 0.40674500000000008 -0.036839999999999991 -0.07675499999999999 -0.082869999999999985 0.11734000000000001 0.11182500000000002 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 21 12 -4 18 -8 -12 17 14 -14 24 22 23 25 -13 -5 -3 -6 -1 -2 -7 -19 28 29 -27
right_child=1 4 8 20 16 9 10 -9 -10 -11 11 19 13 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00063910985319808088 0.00063605961758716437 0.00034027478968103725 0.00057629661069540561 0.00040348789712499366 0.00021956812800514434 0.00063567484314201251 0.00054206983423700516 0.00073224307548243187 0.0003801158172827141 0.00042771992760446298 0.0005301019667285163 0.00036257755221497589 0.00046962949862124537 0.00041809003428577466 0.00060462559411778667 0.00045056929452907724 0.00031727426256956373 0.00067390385242438542 0.0004732106044109351 0.00023486497953082575 0.00027753117987338233 0.00022568883644378192 0.00010303213615640024 0.00053585268251611163 0.00055134826161383141 0.00058997847141423285 0.0006001198745344122 0.00051012217982272432 0.00065755942065953981 0.00054207233526784322
leaf_weight=935 50 30 34 60 61 56 30 76 63 41 28 158 28 23 263 29 26 38 30 22 24 66 24 22 65 184 489 36 21 109
leaf_count=935 50 30 34 60 61 56 30 76 63 41 28 158 28 23 263 29 26 38 30 22 24 66 24 22 65 184 489 36 21 109
internal_value=0 0.000377943 0.000603163 0.000489373 0.000320851 0.000609529 0.000355278 0.000622122 0.00044888 0.000560054 0.000393106 0.000371621 0.000617467 0.000578924 0.000591636 0.000560466 0.000217257 0.000625622 0.000572498 0.000346968 0.0003675 0.000261497 0.000186664 0.000636736 0.000588179 0.000579835 0.00060544 0.0005709 0.000577868 0.000572157
internal_weight=0 673 2448 228 445 2351 334 1874 97 477 238 208 1798 314 291 144 111 1484 436 180 84 96 85 957 115 406 527 350 314 293
internal_count=3121 673 2448 228 445 2351 334 1874 97 477 238 208 1798 314 291 144 111 1484 436 180 84 96 85 957 115 406 527 350 314 293
is_linear=0
shrinkage=0.00196078


Tree=8784
num_leaves=31
num_cat=0
split_feature=1 4 1 96 2 42 15 13 0 124 52 12 48 2 133 10 151 15 41 43 1209 147 3 12 159 47 4 1452 3 1
split_gain=0.159257 0.0451873 0.0240741 0.0219073 0.0274651 0.0230183 0.0206316 0.0253037 0.0253378 0.0216146 0.0211201 0.0182806 0.0265377 0.0172924 0.0169123 0.0275306 0.0159554 0.0158187 0.0288653 0.0203205 0.0199804 0.0225651 0.0184147 0.0176475 0.0197826 0.0217309 0.0197548 0.0185336 0.0172627 0.0223982
threshold=0.10124500000000002 -0.008819999999999998 0.13743000000000002 0.087655000000000025 1.0000000180025095e-35 -0.019989999999999997 -0.015039999999999998 -0.0013449999999999996 -0.05208999999999999 -0.085409999999999986 -0.037344999999999996 -0.010834999999999999 0.083685000000000009 0.14122000000000004 0.0068000000000000014 0.094860000000000014 -0.08718999999999999 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.091045000000000001 0.089365000000000014 0.10299500000000002 0.095780000000000018 0.03981500000000001 0.088915000000000008 -0.46376499999999993 0.087590000000000015 -0.091054999999999983 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 11 4 14 -6 7 8 9 -7 -9 12 -2 17 15 -3 -14 19 -19 -1 21 22 23 26 25 -25 -21 28 29 -28
right_child=1 3 -4 -5 5 6 -8 10 -10 -11 -12 -13 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00094683898799121388 -0.00028854321766023835 0.0041801234579502819 0.0007003789053073731 -0.0011637851299989659 -0.0015962920874396031 -0.0014870325126685204 -0.0010123229775301837 0.0059760403435211631 -0.0022593113919720056 0.0020703091719065599 0.0023939972878271034 0.0043446963905567687 0.0059279401120147669 0.0019422626594172384 0.0011427691961580421 0.00049754670588299634 0.0020659688242986979 0.0041906836013949665 0.0068959372798151272 0.0059475800465612167 0.00090823181975713892 0.0014536873720636641 0.0018273280285379422 0.0022332364775533992 0.0052643061678453876 0.0056173750284043231 0.0036363896747518866 0.0060964570037950506 0.0041746802281156402 0.00032548928219411111
leaf_weight=25 24 108 29 24 24 20 27 20 20 117 93 159 20 41 40 25 23 1038 41 62 23 37 39 138 37 22 84 44 690 27
leaf_count=25 24 108 29 24 24 20 27 20 20 117 93 159 20 41 40 25 23 1038 41 62 23 37 39 138 37 22 84 44 690 27
internal_value=0 0.0023231 0.00341282 0.00178666 0.00193 0.00138261 0.00162333 0.0018869 0.0010656 0.00155099 0.00302799 0.00376088 0.00237539 0.00397795 0.00294568 0.00348791 0.00386223 0.00401413 0.00429348 0.00376867 0.00382731 0.00388421 0.00396289 0.00403833 0.00318045 0.00269856 0.00422466 0.00409825 0.00398848 0.00283104
internal_weight=0 773 255 518 494 321 297 270 157 137 113 226 67 2348 173 133 43 2307 1079 1228 1203 1180 1143 1104 197 160 907 845 801 111
internal_count=3121 773 255 518 494 321 297 270 157 137 113 226 67 2348 173 133 43 2307 1079 1228 1203 1180 1143 1104 197 160 907 845 801 111
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 12 2 2 12 2 124 1 4 12 3 14 13 0 15 1375 49 1 1 1 50 1 16 3 15
split_gain=12.615 1.67198 1.35595 0.781858 0.644119 0.497111 0.482679 0.376255 0.379833 0.338738 0.313745 0.276859 0.245219 0.233535 0.189173 0.194113 0.175607 0.155956 0.15147 0.181231 0.146203 0.137812 0.116539 0.200159 0.102142 0.0999937 0.0915536 0.0901662 0.0894105 0.0879876
threshold=0.10752500000000002 -0.059315 -0.066704999999999987 0.27834500000000006 0.10089500000000001 0.14753000000000002 0.051320000000000005 -1.0000000180025095e-35 0.10803500000000001 0.090285000000000018 0.13093500000000002 -0.080389999999999989 0.077845000000000011 0.053925000000000008 -1.0000000180025095e-35 0.11658 0.076175000000000007 -1.0000000180025095e-35 -0.11242999999999999 -0.095244999999999982 -1.0000000180025095e-35 -0.012034999999999999 1.0000000180025095e-35 0.086720000000000005 0.12000500000000001 0.041865000000000006 0.12958500000000003 -1.0000000180025095e-35 0.12745000000000004 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 21 10 7 27 24 26 16 11 12 -4 -11 -6 -16 18 -10 19 -8 -13 -2 -22 -24 -3 29 -9 -1 -19 -7
right_child=1 5 4 -5 14 25 9 8 17 13 -12 20 -14 -15 15 -17 -18 28 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063148896629903822 0.00051189713691379506 0.00037336994108616139 0.00069912895852444225 0.00039968244029602869 0.00040329579381691831 0.00025978222202214943 0.00078236225919396261 0.00066937224378347821 0.00032616962787946675 0.00073188638059882715 0.00050409864616883797 0.0005431533619469288 0.00046057695583117092 0.00063761954984125333 0.0006916665574634058 0.00044437738076703528 0.00089068814170646248 0.00038866445476086643 0.00077027476026325962 0.00052155854213499324 0.0006763475381909407 0.00069148331397837889 0.00083774745363888201 0.00069676266879546917 0.00022399565631764999 0.00032298437622197145 0.00048607082124434267 0.0004495816835685369 0.00053170840164609983 0.00012187303211825812
leaf_weight=20 20 24 30 74 49 29 20 22 104 703 42 20 37 118 26 23 45 42 1045 21 148 92 64 98 66 23 20 22 28 46
leaf_count=20 20 24 30 74 49 29 20 22 104 703 42 20 37 118 26 23 45 42 1045 21 148 92 64 98 66 23 20 22 28 46
internal_value=0 0.000402246 0.000720627 0.00055608 0.000633173 0.000331421 0.000744179 0.000370345 0.000414727 0.000748654 0.000665258 0.000682308 0.000567391 0.000718338 0.000489444 0.000575592 0.000770661 0.00037433 0.000765688 0.00064878 0.00070564 0.000659414 0.000716123 0.00075246 0.000263829 0.000209882 0.000582086 0.000536204 0.000445882 0.000175198
internal_weight=0 590 2531 186 537 404 1994 306 216 1952 439 397 67 821 98 49 1131 174 1086 41 330 112 310 162 90 98 42 42 70 75
internal_count=3121 590 2531 186 537 404 1994 306 216 1952 439 397 67 821 98 49 1131 174 1086 41 330 112 310 162 90 98 42 42 70 75
is_linear=0
shrinkage=0.00196078


Tree=8786
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 2 14 4 2 4 11 47 1 1429 131 52 11 13 15 2 50 51 457 132 4
split_gain=13.2142 2.33937 1.34661 1.17713 0.827774 0.618667 0.404974 0.358717 0.344784 0.342358 0.298648 0.27722 0.212105 0.206126 0.198154 0.158642 0.139766 0.128972 0.270815 0.117452 0.10184 0.100683 0.10008 0.0990741 0.0957048 0.0945095 0.146159 0.0890203 0.0862421 0.0856049
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13082500000000002 0.11474000000000002 0.14122000000000004 0.09253500000000002 0.14753000000000002 0.062655000000000016 0.27834500000000006 -0.090999999999999984 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 0.080270000000000022 0.084690000000000015 0.09031500000000002 0.31359500000000001 0.08776500000000001 -0.0062949999999999994 -0.41942499999999994 0.08647500000000001 0.083090000000000011 0.0053700000000000006 0.080930000000000016 0.08696000000000001 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 16 11 10 29 14 -5 12 13 -4 -1 15 27 28 20 25 -2 24 -17 -14 -12 -15 26 -19 -7 -3 -6
right_child=1 2 6 9 7 8 -8 -9 -10 -11 23 -13 22 17 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056786864677214996 0.00080491724599595542 0.00039355676167602822 0.00042482286963301398 0.00067733606020678287 0.00078431719741901427 0.00070465135930932777 0.00047860954294138023 0.00040300851870401231 0.00051894498020695599 0.00043319187938953681 0.00024498021115968918 0.00089005269039514167 0.00022518854699985928 0.00079709710226400128 0.00051118289211801455 0.00086146632519861052 0.00051633152785360704 0.00073361590286943835 0.00051007169974493047 0.00063975630437626563 0.00066983511180399805 0.00071853305982153915 0.0003603504362179577 0.00010776157055959875 0.00075755507972476458 0.0007691650576834659 0.0005891117102959577 0.00060428819387810283 0.00026553387484510845 0.00063751893123241356
leaf_weight=22 49 168 40 34 21 605 34 24 41 63 32 62 85 443 20 40 33 204 20 25 36 36 28 55 502 253 31 36 23 56
leaf_count=22 49 168 40 34 21 605 34 24 41 63 32 62 85 443 20 40 33 204 20 25 36 36 28 55 502 253 31 36 23 56
internal_value=0 0.000420216 0.000379583 0.000730446 0.000464947 0.00073918 0.000278331 0.000612316 0.000693952 0.000518768 0.000249958 0.00076155 0.000302116 0.000756277 0.000703688 0.000709058 0.000398499 0.00075906 0.000733701 0.00074912 0.000772192 0.000793761 0.00025868 0.000158233 0.000776092 0.000742867 0.000714554 0.000699015 0.00037814 0.000677555
internal_weight=0 673 599 2448 325 2351 274 101 778 97 240 1573 153 1511 737 717 224 1489 508 74 981 76 113 87 945 488 235 641 191 77
internal_count=3121 673 599 2448 325 2351 274 101 778 97 240 1573 153 1511 737 717 224 1489 508 74 981 76 113 87 945 488 235 641 191 77
is_linear=0
shrinkage=0.00196078


Tree=8787
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 2 3 47 1 14 2 4 1 0 4 34 4 13 1 3 13 3 4 1 150 0 48 12
split_gain=10.1638 1.36179 1.18783 0.933728 0.729131 0.55602 0.476895 0.353322 0.335569 0.323802 0.301243 0.274231 0.234185 0.195031 0.302937 0.157037 0.294568 0.150792 0.13376 0.12576 0.105682 0.12911 0.10426 0.0943761 0.0791944 0.0780078 0.0714412 0.0666752 0.0632604 0.0578533
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.14122000000000004 0.10803500000000001 0.089775000000000008 -0.022174999999999997 0.13082500000000002 0.09253500000000002 0.076175000000000007 0.14838000000000004 -0.014149999999999998 0.093100000000000002 -0.066689999999999985 -0.17966999999999997 -1.0000000180025095e-35 0.27834500000000006 -0.16152999999999998 0.075045000000000014 -0.12018999999999998 -1.0000000180025095e-35 0.086245000000000016 -0.036839999999999991 0.091195000000000012 0.11386500000000001 -0.064754999999999993 0.087215000000000015 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 6 5 7 8 11 27 12 -4 15 17 19 29 23 -17 -5 -19 -9 21 -21 -20 25 -2 -1 -8 -3 -22 -15
right_child=1 3 10 9 -6 -7 26 13 -10 -11 -12 -13 -14 14 -16 16 -18 18 22 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065491455552790399 0.00069402262638999931 0.00061868794189364308 0.00056403443848901142 0.00013723418052147968 0.0003704914780970752 0.00039607338332947449 0.00032656777151754743 0.00047404318630528381 0.00033888863790602377 0.00039248934118753899 0.00034243694135669247 0.00077808836728153073 0.00010456401308628676 0.00060711322515231124 0.0003757366238107138 0.00068308569389089401 0.00042661438986617452 0.00037422573981154607 0.00017947545509698165 0.00048791734367803811 0.00065620103779503753 0.00062242613727717577 0.00033711796254872362 0.00053844939791264596 0.00053995341977195052 0.00061322430973916476 0.00020398134541768236 0.00048619637238806569 0.00076884879632983967 0.00055911101527020681
leaf_weight=1037 29 40 34 45 45 41 141 21 39 34 77 58 84 172 30 33 36 34 54 30 115 321 23 31 23 207 21 23 23 220
leaf_count=1037 29 40 34 45 45 41 141 21 39 34 77 58 84 172 30 33 36 34 54 30 115 321 23 31 23 207 21 23 23 220
internal_value=0 0.000322872 0.000608652 0.000293585 0.00061775 0.000622434 0.000376804 0.000626411 0.00048183 0.000213404 0.000410314 0.00064608 0.000188033 0.000596822 0.00056564 0.000640384 0.000549275 0.000232978 0.000271793 0.000622623 0.000629004 0.00061093 0.000226563 0.000645314 0.000625877 0.000647977 0.000310677 0.000570318 0.000674976 0.000580173
internal_weight=0 590 2531 538 2420 2375 264 2334 102 274 111 1402 240 932 422 1344 69 156 111 510 489 351 77 1275 52 1244 162 63 138 392
internal_count=3121 590 2531 538 2420 2375 264 2334 102 274 111 1402 240 932 422 1344 69 156 111 510 489 351 77 1275 52 1244 162 63 138 392
is_linear=0
shrinkage=0.00196078


Tree=8788
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 2 124 42 2 15 157 374 15 12 11 133 3 2 15 4 1456 48 160 1447 160 43 43 43 1453 3
split_gain=0.266781 0.0696643 0.0398271 0.0265203 0.0259917 0.0226776 0.0223351 0.0210504 0.0209063 0.021937 0.0265656 0.0218485 0.0224152 0.0198437 0.0187058 0.0183087 0.0200551 0.0179145 0.0176233 0.0168293 0.02534 0.0256742 0.0320628 0.0245781 0.0342754 0.0468876 0.023785 0.0318201 0.0232944 0.0194237
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.4136149999999999 0.14122000000000004 -0.076779999999999987 -0.0041849999999999986 0.14753000000000002 -0.083359999999999976 -0.071119999999999989 0.086450000000000013 -0.097454999999999986 -0.42850999999999995 0.094815000000000024 0.089200000000000015 -0.012304999999999998 0.15950500000000004 -0.089964999999999976 -0.082769999999999982 -0.065759999999999985 0.093265000000000015 -0.090484999999999996 -0.085684999999999997 -0.013084999999999998 -0.013024999999999998 -0.0051099999999999991 0.10915000000000001 -0.092059999999999989 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 -1 9 11 -11 12 15 -4 19 -6 -17 -15 -10 20 -8 22 -22 -24 25 -25 -26 -28 -21 -30
right_child=1 2 13 4 8 -7 14 -9 18 10 -12 -13 -14 17 -16 16 -18 -19 -20 28 21 -23 23 24 26 -27 27 -29 29 -31
leaf_value=0.0052957354679118648 0.0055055434619277425 0.0060293866063927583 0.0028260468011389356 0.0064106059688492679 0.0036860975772593052 0.0028812912332530066 0.0083480047272845494 0.0020693505208847847 0.0022118611591092001 0.00065783992328721547 0.0042968389027971468 -0.00046966402927258361 0.00083683200489478903 0.0010180344446385078 0.0022688029601704331 0.0032455444246387252 -0.00096646799938753252 -0.0024514594602144581 -0.0013361037071306437 0.0017897610412910582 0.0087013620510697359 0.0022140203199038904 0.008821482738924467 -0.00082122761756181723 0.0061552071156757418 0.0059442141492451941 0.0033894212881126736 0.0073659887295906201 0.005280595760073138 0.0031507087302584712
leaf_weight=39 102 28 35 20 155 41 37 42 42 23 157 24 52 46 20 26 20 22 21 20 35 21 22 20 287 21 79 27 1593 44
leaf_count=39 102 28 35 20 155 41 37 42 42 23 157 24 52 46 20 26 20 22 21 20 35 21 22 20 287 21 79 27 1593 44
internal_value=0 0.00307067 0.00270054 0.00302861 0.00287302 0.0052125 0.00525393 0.0036228 0.00273696 0.00297238 0.00383186 0.00241387 0.00268741 0.000891351 0.00531329 0.00316617 0.00141423 -0.000104449 0.00102921 0.00534089 0.00582074 0.0056381 0.00578455 0.00556067 0.00539538 0.002644 0.00568242 0.00440232 0.0051819 0.00522335
internal_weight=0 773 671 568 540 2348 2307 81 520 457 180 277 253 103 2226 201 46 68 63 2206 549 512 491 456 434 41 393 106 1657 1637
internal_count=3121 773 671 568 540 2348 2307 81 520 457 180 277 253 103 2226 201 46 68 63 2206 549 512 491 456 434 41 393 106 1657 1637
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 4 14 2 2 34 4 1 15 4 1 1429 12 4 160 31 52 15 43 1 0 16
split_gain=9.35409 1.49156 0.966308 0.736569 0.549896 0.473042 0.312558 0.279726 0.249174 0.241043 0.216037 0.169069 0.153315 0.187318 0.132741 0.226353 0.182582 0.12653 0.120151 0.151559 0.102914 0.105407 0.0990145 0.0952814 0.0951955 0.0910948 0.0811076 0.0778919 0.114329 0.0656802
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.14960000000000004 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.062655000000000016 -0.090999999999999984 0.14838000000000004 -1.0000000180025095e-35 -0.008819999999999998 0.086920000000000011 -0.17952999999999997 0.27834500000000006 0.080270000000000022 0.084690000000000015 0.090285000000000018 0.04735000000000001 -1.0000000180025095e-35 -0.077289999999999984 0.31359500000000001 -0.093244999999999981 -0.080884999999999985 0.075045000000000014 -0.038659999999999993 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 10 14 12 -5 -6 11 -1 13 23 25 20 -17 -15 24 -20 21 -16 -19 -4 -13 -7 -10 28 -27 -30
right_child=1 2 7 8 9 6 -8 -9 26 -11 -12 18 -14 17 15 16 -18 22 19 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00043139124868948962 0.00058083879683911007 0.00030313987008553749 0.00019832156278373948 0.00054705800121218281 0.00054016725726793962 0.00069460212161727983 0.00033710708400602616 0.00036644629506778827 0.00038852148265843076 0.00033519669737228574 0.00072016317319598545 0.00062158235030149655 0.00010887771717904885 0.00035566739832516218 0.00068561733123169574 0.0005269086433976304 0.00026805304058438582 0.00032687149454955182 0.00058717128333312003 0.00041299846059843605 0.00051757435862863344 0.00055290410493118972 0.0001689937221035048 1.7826705166668285e-05 0.00051105764849437786 0.00057257375837585077 0.00023927758356519774 0.00061669272254754476 0.00039572244714897913 0.00052986228980594734
leaf_weight=22 74 222 22 34 71 24 26 34 42 32 62 894 84 34 33 20 22 21 485 20 191 76 56 23 31 279 21 107 23 36
leaf_count=22 74 222 22 34 71 24 26 34 42 32 62 894 84 34 33 20 22 21 485 20 191 76 56 23 31 279 21 107 23 36
internal_value=0 0.000318211 0.000285766 0.000579225 0.000358078 0.000586134 0.000548727 0.000199995 0.00041178 0.000476487 0.000606814 0.000601974 0.000176414 0.00021278 0.000555511 0.000526135 0.000391318 0.000256042 0.000604598 0.000580273 0.000545009 0.000593083 0.000212051 0.000106069 0.000617878 0.000576932 0.000338774 0.000570586 0.00055599 0.00047757
internal_weight=0 673 599 2448 325 2351 837 274 97 103 1514 1452 240 156 811 342 42 111 1430 505 300 109 77 45 925 469 63 445 338 59
internal_count=3121 673 599 2448 325 2351 837 274 97 103 1514 1452 240 156 811 342 42 111 1430 505 300 109 77 45 925 469 63 445 338 59
is_linear=0
shrinkage=0.00196078


Tree=8790
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 47 2 2 1 3 4 0 150 11 3 2 12 1 47 3 0 4 1 1 3 131 16
split_gain=13.6184 2.28115 1.44915 1.0695 0.779471 0.688444 0.443799 0.436303 0.387876 0.378165 0.279307 0.215058 0.196372 0.170701 0.234109 0.222096 0.150343 0.144584 0.141912 0.130024 0.128729 0.111499 0.0981644 0.0972244 0.0952072 0.0828905 0.0753727 0.0745708 0.0720953 0.0710244
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.10613000000000002 0.13501500000000002 0.13436000000000001 0.11658 0.00063500000000000004 -0.11173999999999999 0.09487000000000001 0.081790000000000015 -0.10831999999999999 0.094835000000000017 0.087695000000000009 0.16540500000000002 0.090100000000000013 -0.028564999999999997 -0.14832499999999996 -0.51843499999999987 0.11588000000000001 0.10171500000000001 -0.13927999999999999 0.090385000000000007 -0.050529999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 21 6 13 18 11 25 12 22 16 14 -1 23 17 -7 -5 24 -13 -3 -4 -15 -16 -6 -9 -26 -2 -20
right_child=1 2 8 7 9 10 -8 26 -10 -11 -12 20 -14 15 19 -17 -18 -19 29 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00062962494918755317 0.0007955062976167872 0.00038679712999353181 0.00045243386006596682 0.00079605456660775576 0.00074980944065426746 0.00057107379481456113 0.00090612550329299 0.00049750319409803381 0.00046331136204622129 0.00042341576940792486 0.00051765899230572007 0.00023126899956549013 0.00053258258379807984 0.00084912534056823686 0.00091694113976703855 0.00054024085700079074 0.00080917474296357897 0.0007023972904284492 0.00069330406101310955 0.00075001242645147688 7.0658020522452078e-05 0.00051022553445679479 0.00029118275633147842 0.00071484209449629603 0.00066493563792284797 0.00061628549839511061 0.00035694014221270454 0.00078648708966429248 0.00066199194693910906 0.000533536385557434
leaf_weight=49 48 191 21 24 39 36 78 44 37 29 39 150 28 23 21 27 45 308 20 779 22 33 47 210 20 33 22 652 23 23
leaf_count=49 48 191 21 24 39 36 78 44 37 29 39 150 28 23 21 27 45 308 20 779 22 33 47 210 20 33 22 652 23 23
internal_value=0 0.00041985 0.000380646 0.000734789 0.000469461 0.000744612 0.000761359 0.000563801 0.000276441 0.000612466 0.00067634 0.000247631 0.00069118 0.000755019 0.000762956 0.000708589 0.000702596 0.000688654 0.000675265 0.000767394 0.000210726 0.000404981 0.000340981 0.000728098 0.000786932 0.000688611 0.000450649 0.000782869 0.000752255 0.000607847
internal_weight=0 673 602 2448 325 2315 1859 133 277 101 456 240 417 1781 1521 260 389 344 67 1472 172 224 68 233 693 72 66 672 71 43
internal_count=3121 673 602 2448 325 2315 1859 133 277 101 456 240 417 1781 1521 260 389 344 67 1472 172 224 68 233 693 72 66 672 71 43
is_linear=0
shrinkage=0.00196078


Tree=8791
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 0 1 3 4 150 15 12 4 47 2 4 13 4 0 3 0 15 160 157
split_gain=12.6437 2.03201 1.22942 1.05175 0.732882 0.701484 0.394004 0.363844 0.355322 0.330089 0.299826 0.24615 0.257712 0.216466 0.18245 0.153315 0.136634 0.127745 0.18515 0.127724 0.126677 0.215382 0.121222 0.107462 0.100074 0.095928 0.0955558 0.0911399 0.0898356 0.0755647
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.09253500000000002 -0.10607499999999999 0.085345000000000018 0.31370500000000007 0.0061450000000000003 1.0000000180025095e-35 -0.097454999999999986 0.091325000000000003 -0.52556499999999995 0.090100000000000013 0.14753000000000002 0.49041500000000005 -0.47860499999999995 0.018150000000000003 0.14486500000000005 -0.13927999999999999 -0.15202999999999997 -0.03241999999999999 0.085755000000000012 -0.08107499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 13 15 -6 -5 12 26 20 17 23 -14 18 -13 -3 21 -4 -15 24 -7 -20 -1 -28 -18 -19
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 14 16 22 -16 -17 28 29 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00077460654149783133 0.0006572368327245929 0.00031240975730730734 0.00037717052076027547 0.00060246222649272335 0.00060592488182805847 0.00065772014179830279 0.00081778985012795531 0.00040592014200925276 0.00041593726801177018 0.00036061426831616295 0.00037398620402377241 0.00088425146306262293 0.00063196679960717168 0.00016931875786069885 0.00060324440174030537 0.00047596373263551712 0.00034023491489956629 0.00054026615678095353 0.00057380686378946492 0.00044451412311531001 0.00013934488644793864 0.00020136871745550308 1.5583974063015735e-05 0.00057968257485837258 0.00052217489135438107 0.00069670408243229951 0.00068942628320859593 0.00053254525174137226 0.00052385544952224283 0.00066356144397023927
leaf_weight=23 74 191 42 34 71 234 76 34 39 30 63 20 20 49 110 30 20 20 25 33 42 74 33 151 23 1050 35 24 21 430
leaf_count=23 74 191 42 34 71 234 76 34 39 30 63 20 20 49 110 30 20 20 25 33 42 74 33 151 23 1050 35 24 21 430
internal_value=0 0.0003507 0.00031283 0.000654159 0.000394395 0.000662414 0.000679502 0.000216084 0.000595281 0.00053306 0.000454071 0.000673657 0.000595608 0.000189191 0.000680401 0.00061125 0.000499098 0.000685894 0.000697324 0.000331872 0.000231613 0.000265021 0.00010745 0.000621198 0.00064559 0.000693846 0.000667402 0.00062561 0.000434284 0.000658082
internal_weight=0 673 599 2448 325 2351 1874 274 477 101 97 1798 143 240 1655 438 61 1545 1095 224 158 116 82 408 257 1075 82 59 41 450
internal_count=3121 673 599 2448 325 2351 1874 274 477 101 97 1798 143 240 1655 438 61 1545 1095 224 158 116 82 408 257 1075 82 59 41 450
is_linear=0
shrinkage=0.00196078


Tree=8792
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 0 2 4 393 0 49 159 2 49 12 475 52 159 483 4 133 150 11 1212 0 12 12 157 43 52
split_gain=0.378322 0.0942535 0.0507493 0.0381422 0.0294986 0.025676 0.0238408 0.0235146 0.0203333 0.0202551 0.0266466 0.0200217 0.0209529 0.019429 0.0187882 0.0183743 0.0233152 0.021227 0.0226187 0.0239683 0.018214 0.0270506 0.0223464 0.024583 0.0218888 0.0184929 0.0255635 0.0188908 0.0202513 0.0199352
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 0.085885000000000017 0.091265000000000013 -0.13027499999999997 -0.090999999999999984 0.49041500000000005 0.086855000000000016 0.024095000000000002 -1.0000000180025095e-35 0.082585000000000006 0.10882500000000002 0.11560500000000001 0.13597000000000004 -0.088274999999999978 -0.049749999999999996 0.11389500000000001 -0.070084999999999981 -0.0083799999999999986 0.032270000000000007 0.089910000000000018 1.0000000180025095e-35 0.11796000000000001 -0.04917499999999999 0.10866500000000003 0.10266500000000002 -0.051074999999999988 -0.067199999999999996 -0.42058999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -5 -1 -7 11 10 -4 14 -13 15 20 16 -8 18 19 -17 21 22 23 25 -22 26 27 -6 -29 -30
right_child=1 2 9 5 8 7 13 -9 -10 -11 -12 12 -14 -15 -16 17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0033734511525835842 0.0064547302420524992 0.0031164969247084858 -0.00062139341607689866 0.0016674386803060771 0.0019240249868016691 0.0061733495628566682 0.0020125007582828406 0.0028173910185264853 0.0026954084888777953 -0.0012568702721702202 0.0027860824237127832 0.007668040027278231 0.0046365629198650516 0.0039682306911951555 0.0029789226810896289 0.0071894904291839347 0.0063918388949053724 0.0043922410207977965 0.0065787226429168261 0.011150340609442951 0.0059216118587401556 0.001923334375411893 0.0077884062965001381 0.0083989691166650692 0.0085715101371585788 0.0068793094343211694 0.0011720541953330948 0.006947901135340254 0.0070167097101847715 0.0039295635860419845
leaf_weight=25 102 359 29 20 20 106 20 26 22 21 110 95 30 30 27 50 31 42 1295 22 285 24 35 21 35 38 21 47 26 107
leaf_count=25 102 359 29 20 20 106 20 26 22 21 110 95 30 30 27 50 31 42 1295 22 285 24 35 21 35 38 21 47 26 107
internal_value=0 0.00362256 0.00319203 0.00367867 0.00617314 0.00500642 0.00643596 0.00551233 0.00569513 0.00163784 0.00207517 0.0057765 0.00694049 0.00648735 0.00556441 0.00653911 0.00467445 0.0066066 0.00667464 0.00839975 0.00567034 0.00515955 0.00540612 0.00510834 0.00621144 0.00484153 0.00449114 0.00483965 0.00516361 0.00453307
internal_weight=0 773 671 511 2348 152 1515 132 833 160 139 811 125 1490 686 1460 51 1409 1367 72 659 339 315 280 320 259 221 200 180 133
internal_count=3121 773 671 511 2348 152 1515 132 833 160 139 811 125 1490 686 1460 51 1409 1367 72 659 339 315 280 320 259 221 200 180 133
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 4 1 1 2 16 49 1 2 3 50 2 2 40 11 52 3 47 15 151 159
split_gain=10.5821 1.77889 0.885242 0.759892 0.581681 0.567588 0.471931 0.437546 0.385936 0.349914 0.278914 0.25852 0.176918 0.182192 0.17093 0.165554 0.122786 0.108953 0.108591 0.0997633 0.0978327 0.09268 0.0849226 0.0815622 0.0770567 0.075349 0.0705688 0.0667155 0.0848029 0.056426
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.095545000000000005 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.14122000000000004 -0.062539999999999984 0.09253500000000002 0.089770000000000016 0.08647500000000001 -0.52595999999999987 -0.054984999999999992 0.12408500000000001 -0.0091949999999999983 -0.13927999999999999 0.041865000000000006 0.11411 0.088850000000000012 -0.077474999999999988 0.075910000000000019 0.40674500000000008 -0.10831999999999999 0.091680000000000011 -0.41942499999999994 -1.0000000180025095e-35 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 8 6 22 -8 12 14 -9 -4 21 17 -6 -2 -12 -14 23 27 -5 24 -3 -16 -1 -20 -17 -7 -29 -27
right_child=1 5 11 20 9 19 7 10 -10 -11 16 -13 13 -15 18 26 -18 -19 25 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.00066089128554218401 0.00041552325766231905 0.00024840304139599591 0.00057256781209298906 0.00042312581238209031 0.00041259967215032247 0.00017580482239776401 0.00057269949392945167 0.0004995728572773885 0.00078667988713715918 0.00039853061356063754 0.00032508538221143348 0.0003604128771283862 0.00047902178276530314 0.00041912859749226346 0.00055336053464926922 0.00064319399887063249 0.00021599375645118746 0.00061979664337240086 0.00046385451201714725 0.00024976757960830706 0.00028347161104097778 0.00062313696196047118 0.00013174088150054133 0.00069889544147650807 0.00054348970824809415 0.00057781589796076561 0.00054845973061897228 0.000143650570617069 -2.4887176136961025e-05 0.00064074902420900028
leaf_weight=935 23 47 34 30 21 29 30 29 70 41 136 63 23 21 20 62 56 261 20 23 54 416 49 57 22 380 59 22 24 64
leaf_count=935 23 47 34 30 21 29 30 29 70 41 136 63 23 21 20 62 56 261 20 23 54 416 49 57 22 380 59 22 24 64
internal_value=0 0.000340724 0.000618344 0.000481559 0.000625918 0.000268567 0.000305781 0.000350501 0.000644033 0.000573406 0.000320339 0.000434776 0.000638082 0.000595364 0.000586164 0.000568015 0.000293267 0.000608396 0.000592901 0.000136796 0.000333348 0.000647571 0.000188857 0.000661094 0.000658192 0.000581584 0.000597001 0.000102151 5.57178e-05 0.000586887
internal_weight=0 673 2448 228 2351 445 347 251 1748 603 221 97 1678 305 562 144 192 284 541 98 84 1373 96 77 957 464 121 75 46 444
internal_count=3121 673 2448 228 2351 445 347 251 1748 603 221 97 1678 305 562 144 192 284 541 98 84 1373 96 77 957 464 121 75 46 444
is_linear=0
shrinkage=0.00196078


Tree=8794
num_leaves=31
num_cat=0
split_feature=1 12 3 15 1 47 0 4 15 42 4 2 52 157 12 4 0 47 41 0 11 0 11 16 0 480 3 16 13 43
split_gain=0.360585 0.0640246 0.051333 0.049155 0.0380624 0.0329339 0.0287417 0.0284964 0.0336702 0.0277573 0.0270589 0.0265206 0.0256898 0.0379221 0.023276 0.0218911 0.0201293 0.0255115 0.0199104 0.0198818 0.0190415 0.0375075 0.0283199 0.0188971 0.0182854 0.0182545 0.0202075 0.0221482 0.0205298 0.0269486
threshold=0.11146500000000002 0.051320000000000005 -0.059315 0.050935000000000008 0.092390000000000014 0.077555000000000013 0.034820000000000011 -0.17966999999999997 -0.015039999999999998 0.091545000000000015 0.40124500000000002 0.11474000000000002 0.096795000000000006 -0.080544999999999992 0.090285000000000018 -0.064804999999999988 -0.036484999999999997 0.090280000000000013 0.08690500000000001 -0.068944999999999992 1.0000000180025095e-35 -0.11242999999999999 0.080150000000000013 -0.034884999999999992 -0.14454499999999995 -0.03031 -0.14186499999999996 -0.073404999999999984 -0.070999999999999994 -0.14169499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 12 15 -6 9 19 14 16 13 -1 20 -4 17 -2 -13 24 21 -3 -22 -15 -9 -16 -27 -28 -29 -30
right_child=2 10 6 -5 7 -7 -8 8 -10 -11 -12 18 -14 23 25 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0019622067377592129 0.0090174819459207366 0.003011459034909918 0.00532845332278297 0.0080454186579689054 0.0070908440010888241 0.0083620068278502345 -0.0009733373653143646 0.0039714299800040348 2.3497068988425394e-06 0.00050537639661975525 0.0026130085163458719 0.0017548692575655878 0.0017236978598785672 0.0046947896160418169 0.002861613782477521 0.0023048585238224883 0.0028405482947294202 0.0050102662587379844 0.0055469349771738053 0.0017219392695831351 0.0099623462248190839 0.0064365852898678674 0.0062460949482477232 0.0071295698799469787 0.0066254432797683664 0.0073328811293804502 0.0062846807798047633 0.0061138604363117745 0.0069837725572684355 0.0043877568111886141
leaf_weight=27 24 33 26 43 21 33 25 87 28 23 22 45 22 56 21 303 21 47 20 26 37 1026 46 74 37 83 370 180 47 268
leaf_count=27 24 33 26 43 21 33 25 87 28 23 22 45 22 56 21 303 21 47 20 26 37 1026 46 74 37 83 370 180 47 268
internal_value=0 0.00586772 0.0029629 0.00482038 0.00450085 0.00545917 0.00229542 0.00358569 0.00321948 0.00374017 0.00610194 0.00446791 0.00492401 0.00537246 0.0061383 0.00254381 0.00556037 0.00636482 0.00292166 0.00423617 0.00644417 0.00632985 0.00790274 0.00608074 0.00476335 0.00577782 0.00584242 0.0056994 0.00526192 0.0047751
internal_weight=0 2610 511 477 434 212 354 222 201 173 2133 157 179 157 2111 329 92 71 65 150 1142 1059 83 130 124 969 948 865 495 315
internal_count=3121 2610 511 477 434 212 354 222 201 173 2133 157 179 157 2111 329 92 71 65 150 1142 1059 83 130 124 969 948 865 495 315
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=31
num_cat=0
split_feature=1 1 457 2 3 2 10 10 401 123 484 124 3 43 50 2 376 15 14 15 0 11 3 0 0 12 4 0 4 0
split_gain=0.292229 0.07196 0.0469581 0.036672 0.0272032 0.026232 0.023765 0.035164 0.0295571 0.0247458 0.0232196 0.022846 0.0221425 0.0218922 0.0211979 0.0306658 0.0209741 0.0192884 0.018421 0.0201933 0.0179058 0.0325626 0.0267721 0.0175262 0.0164852 0.021113 0.0152561 0.0318885 0.0328321 0.0479868
threshold=0.10124500000000002 0.12337000000000002 0.079590000000000008 0.10981000000000002 -0.014944999999999998 0.14122000000000004 -0.0079749999999999977 -0.38124499999999995 0.085900000000000018 0.087755000000000014 0.068975000000000009 -0.076779999999999987 0.0068900000000000012 -0.078139999999999973 0.11768500000000003 0.13501500000000002 0.084545000000000009 -0.093244999999999981 0.062655000000000016 0.094035000000000007 -0.14051499999999997 0.090070000000000025 0.11658 -0.071719999999999992 -0.23091999999999999 -0.089199999999999988 0.033845000000000007 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 11 7 -3 9 10 14 16 -6 -5 15 -8 17 -1 26 -20 22 23 -15 -22 -4 -26 27 28 29 -13
right_child=1 6 24 13 12 -7 8 -9 -10 -11 -12 18 -14 20 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.004870829605109369 0.0057744427241771725 0.0023952317023512855 0.0040258374087335097 0.0010302224447615218 0.001630643371369361 0.0029008593795524355 0.0036932330925903119 -0.0023447986419216312 -0.0011726191539699878 0.0012269679091072509 0.0066842836723662912 0.0044347529054472321 0.0055073496894552732 0.0080349868873045554 0.0056621488804618515 -2.0097669080964157e-05 0.0062113539502024655 0.0011205641651940823 0.0081843145603600603 0.0050216396617928918 0.0033529836260640881 0.0061547626882953489 0.0031916967686265712 -4.1192590564103996e-05 0.0032253025486300305 -0.00080749857896829358 0.0047511921724266472 0.0056443441121790637 0.0068129255557837698 -0.0016168200550600886
leaf_weight=24 177 34 21 36 34 41 61 29 21 70 20 38 26 21 24 35 25 32 52 33 32 23 25 29 21 34 269 1791 23 20
leaf_count=24 177 34 21 36 34 41 61 29 21 70 20 38 26 21 24 35 25 32 52 33 32 23 25 29 21 34 269 1791 23 20
internal_value=0 0.00316645 0.00392235 0.00435232 0.00515067 0.00540811 0.00193491 0.000213313 0.00240443 0.00276214 0.00352972 0.00545267 0.00331055 0.0032125 0.00300396 0.00233941 0.00380299 0.00272782 0.0055127 0.00695645 0.00381683 0.00294834 0.00540276 0.00173936 0.00164236 0.000732298 0.00545538 0.00555657 0.00361582 0.002348
internal_weight=0 773 479 403 237 2348 294 63 231 210 140 2307 60 166 120 96 81 56 2226 85 130 84 46 61 76 55 2141 1872 81 58
internal_count=3121 773 479 403 237 2348 294 63 231 210 140 2307 60 166 120 96 81 56 2226 85 130 84 46 61 76 55 2141 1872 81 58
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=31
num_cat=0
split_feature=1 4 3 39 12 47 15 3 52 1 13 2 40 156 15 0 12 12 0 1 48 12 159 2 16 160 1456 51 3 160
split_gain=0.237107 0.0423754 0.038043 0.0348094 0.0275952 0.0392849 0.0416165 0.0288974 0.0333415 0.0268956 0.0344117 0.0232607 0.0228083 0.0211266 0.0254184 0.0250031 0.0192025 0.0250591 0.0266847 0.0213718 0.0296773 0.0184492 0.0174164 0.0202948 0.0167668 0.0184485 0.0164284 0.0272629 0.025784 0.0325286
threshold=0.11146500000000002 0.27834500000000006 0.31299000000000005 0.088025000000000006 0.051320000000000005 0.077555000000000013 0.024640000000000006 0.11296500000000002 -0.087769999999999987 0.092845000000000025 0.043850000000000007 0.11474000000000002 -0.079954999999999984 0.10272000000000002 -0.037864999999999989 -0.062294999999999996 0.08598500000000002 0.085885000000000017 -0.14832499999999996 0.085760000000000017 -1.0000000180025095e-35 -0.42850999999999995 0.088800000000000004 0.13913500000000004 -0.034884999999999992 -0.0080249999999999991 0.075120000000000006 -0.085989999999999997 -0.086049999999999988 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 5 6 7 8 -1 10 24 -2 -11 14 15 -13 17 18 -6 20 -20 -4 23 -23 -10 -26 27 -22 -28 -30
right_child=2 -3 21 -5 16 -7 -8 -9 9 12 -12 13 -14 -15 -16 -17 -18 -19 19 -21 26 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0051827640994036176 0.0045472067031603787 0.00244223579096112 0.0026999665229060854 0.0016479569334963647 0.0080942302889359941 0.0061823480152147451 0.006523219130890952 -0.00017445462846966541 0.0033648805653986834 0.0028126665048108881 0.0004410369396209717 0.0038019810217519989 -0.00063261181666431109 0.0055990116362227135 -0.001155601654900238 -0.00010593213479627264 0.0047994703204047419 0.0086560768065586068 0.0088957866611467165 0.0023655580894018594 0.0013795096808197824 0.00059361011115834127 0.0017351658639287758 -0.0036232737548527352 0.0042021910455077886 0.0082769444119185215 0.0085336147966286677 0.0050295356318192505 0.008025299051466088 0.003389851405305175
leaf_weight=84 124 77 34 150 33 74 44 23 51 46 25 64 33 20 20 22 1590 24 22 26 22 25 31 21 25 20 33 293 24 41
leaf_count=84 124 77 34 150 33 74 44 23 51 46 25 64 33 20 20 22 1590 24 22 26 22 25 31 21 25 20 33 293 24 41
internal_value=0 0.00475328 0.00239775 0.00285228 0.00482354 0.00408845 0.003647 0.00323477 0.00351087 0.00280867 0.00374569 0.00357487 0.0013735 0.00261797 0.00205551 0.00280228 0.00497174 0.00550052 0.00534722 0.00515058 0.00531704 0.000759824 -9.68617e-05 -0.00133149 0.00460628 0.00601319 0.0051264 0.00477461 0.00625715 0.0051014
internal_weight=0 2610 511 400 2533 425 351 307 284 200 121 250 79 126 106 86 2108 518 494 461 435 111 77 46 96 45 413 315 98 65
internal_count=3121 2610 511 400 2533 425 351 307 284 200 121 250 79 126 106 86 2108 518 494 461 435 111 77 46 96 45 413 315 98 65
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 14 1 2 2 13 1 4 1 1 4 12 474 13 15 4 3 131 4 0 52 52 4
split_gain=5.98554 0.988321 0.595612 0.593455 0.344685 0.329511 0.288898 0.223801 0.205322 0.192673 0.169814 0.157101 0.134983 0.100681 0.0776211 0.118108 0.0746206 0.0737478 0.0711441 0.065988 0.0653546 0.0651757 0.0584722 0.0732303 0.0575368 0.057363 0.0571937 0.0558914 0.0508983 0.0646327
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.10497000000000002 -0.022174999999999997 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.091265000000000013 0.17025000000000004 -0.004174999999999999 0.086920000000000011 -0.013514999999999998 0.086920000000000011 0.15964000000000003 0.04735000000000001 0.08401500000000002 0.10008000000000002 -0.078279999999999975 -0.12255999999999999 0.40945500000000007 0.30112000000000005 0.091440000000000007 -0.00059999999999999995 0.18019500000000002 -0.16675999999999999 0.31359500000000001 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 5 4 7 6 25 8 10 -5 13 12 22 28 19 20 -13 -14 -15 26 -16 -22 23 -4 -2 -3 -12 -10 29 -1
right_child=1 2 11 9 -6 -7 -8 -9 27 -11 14 16 17 18 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059656469901855197 0.00051324461981080635 0.00052991588961234586 0.00029638231972523054 0.0004436382208279449 0.00031673088494773487 0.00024751268507338666 0.0002506403329991177 0.00029625466372665575 0.00049050672765017724 0.00026048424674289051 0.00047634563877661362 0.000133576939170353 0.00035825011066415092 0.00040892855653529444 0.00048699555177788716 0.00030991461164518898 -1.7362163634970785e-05 0.00022357019839961195 0.00048045854715887313 0.00057675643318813607 0.00052075846405590272 0.00041387976817594898 0.00013377872416681346 0.00013814596758089602 0.00039013086799897395 0.00041361013375201811 0.00036869406042730111 0.00060903990599095014 0.0004343751930470307 0.00050559929987108263
leaf_weight=31 54 23 23 34 48 201 45 24 20 63 370 34 22 63 106 26 20 54 353 24 25 179 99 22 20 56 20 65 37 960
leaf_count=31 54 23 23 34 48 201 45 24 20 63 370 34 22 63 106 26 20 54 353 24 25 179 99 22 20 56 20 65 37 960
internal_value=0 0.00026619 0.000239779 0.000474982 0.000481184 0.000296551 0.000376041 0.000484611 0.000486595 0.000324683 0.000482932 0.000172441 0.000195702 0.000495364 0.000458996 0.000436853 7.76736e-05 0.000262556 0.000469626 0.000476966 0.0004475 0.000426978 0.000160417 0.000219022 0.000479971 0.000447471 0.000470825 0.00058115 0.000505779 0.000508445
internal_weight=0 673 599 2448 2351 325 124 2303 2279 97 2194 274 220 1444 750 336 54 76 416 414 310 204 144 45 74 79 390 85 1028 991
internal_count=3121 673 599 2448 2351 325 124 2303 2279 97 2194 274 220 1444 750 336 54 76 416 414 310 204 144 45 74 79 390 85 1028 991
is_linear=0
shrinkage=0.00196078


Tree=8798
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 11 4 2 2 34 2 8 2 1 4 11 15 51 3 47 12 4 15 131 43 51
split_gain=9.06198 1.62071 0.895411 0.745318 0.610974 0.451088 0.410415 0.328905 0.291817 0.282993 0.264026 0.255619 0.180824 0.235121 0.165283 0.212369 0.119978 0.119308 0.192822 0.113811 0.0974291 0.0970057 0.0912872 0.0904517 0.08278 0.0879444 0.0824388 0.0703653 0.0702717 0.0687339
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.13082500000000002 1.0000000180025095e-35 0.40473500000000007 0.089885000000000007 0.14960000000000004 -1.0000000180025095e-35 0.12358500000000001 0.08573500000000002 0.094835000000000017 0.088975000000000012 -0.087894999999999987 0.086080000000000018 0.040760000000000005 0.0038750000000000004 -0.11171999999999999 0.090100000000000013 0.090285000000000018 -0.0096849999999999974 -0.086849999999999997 0.091440000000000007 0.016310000000000002 -0.088764999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 7 23 6 9 16 12 11 -6 -5 13 -4 15 -15 -1 22 -19 20 21 -11 28 -3 -24 -26 -18 -2 -13 -21
right_child=1 2 8 5 10 -7 -8 -9 -10 19 -12 17 -14 14 -16 -17 26 18 -20 29 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00066184061010498803 0.00065484679099131774 0.00030730109258739012 0.00012121417362867877 0.00062696569522572123 0.00057370279015613198 0.00035300390727447165 0.00041067844604683119 0.00036702855942973565 0.00039791420476474598 0.00075888405418863484 0.00035120637897223213 0.00057462988584995611 0.00012698489255518031 0.00053239794484540536 0.00023138474698298293 0.00025612989381806829 0.00059632309949865525 0.00062007689822454748 0.00040034909326193218 0.00071519036002519758 0.00080578181978381797 0.00057567382219941452 0.00063065142265162906 0.0004170252798681578 0.00060284105396602621 0.00054823656842333652 0.00043485570772021424 0.00051869822337346919 0.00042534187608755421 0.00057082316500372166
leaf_weight=26 54 192 45 1321 70 26 38 69 34 25 29 27 79 20 73 23 20 28 34 21 46 20 184 34 293 185 31 20 22 32
leaf_count=26 54 192 45 1321 70 26 38 69 34 25 29 27 79 20 73 23 20 28 34 21 46 20 184 34 293 185 31 20 22 32
internal_value=0 0.000344288 0.000310468 0.000601195 0.000380076 0.000609811 0.000612745 0.000465341 0.000227904 0.000616176 0.000508527 0.000610394 0.000203819 0.00024152 0.00028819 0.000384627 0.00055344 0.000582073 0.000499581 0.000700256 0.000742325 0.000677457 0.000589267 0.000323808 0.000595311 0.000581708 0.000498176 0.00061805 0.000507603 0.000628025
internal_weight=0 673 599 2448 325 2302 2276 146 274 2238 99 2094 240 161 116 43 77 773 62 144 91 45 711 226 662 478 51 74 49 53
internal_count=3121 673 599 2448 325 2302 2276 146 274 2238 99 2094 240 161 116 43 77 773 62 144 91 45 711 226 662 478 51 74 49 53
is_linear=0
shrinkage=0.00196078


Tree=8799
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 4 14 2 1 47 4 1 52 1 49 1 1 475 47 4 13 43 52 12 3 15 475 133 12
split_gain=13.2883 2.13287 1.19247 1.01712 0.737648 0.680766 0.409025 0.368629 0.312244 0.303406 0.303211 0.210103 0.219341 0.172365 0.167096 0.153558 0.136585 0.135327 0.109022 0.104301 0.101849 0.135478 0.10192 0.101842 0.10159 0.0916859 0.0907305 0.0892886 0.0871976 0.087031
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13247500000000004 0.13604000000000002 0.40124500000000002 0.062655000000000016 0.091265000000000013 0.09253500000000002 0.13082500000000002 -0.17966999999999997 0.11690500000000002 -0.52606999999999993 0.090405000000000013 -0.054984999999999992 0.13075500000000004 0.16540500000000002 -0.088274999999999978 0.10648500000000001 -0.015039999999999998 -0.078279999999999975 0.064745000000000011 0.039215000000000007 0.087505000000000013 0.090900000000000009 -0.09095499999999998 -0.10344499999999998 -1.0000000180025095e-35 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 11 7 8 14 -4 17 -3 19 -2 18 -15 28 -7 27 -13 22 -22 -10 24 -23 -20 -25 -1 -5 -16
right_child=1 5 9 16 -6 10 -8 -9 20 -11 -12 12 -14 15 29 -17 -18 -19 25 -21 21 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00071555861071044319 0.00073088513285505998 0.00052878951959713712 0.00062334983810490257 0.00031053592050829884 0.00046267635276722296 0.00018388347604807298 0.00044645337856624251 0.00083046765746645442 0.00070153142349058833 0.00039351397056864164 0.00041118355956620752 0.00036669935751380774 0.0002736919412624257 0.00043570039397971682 0.00058405289120810693 0.00062459805177767229 0.00023375490514464142 9.0170095619909901e-06 0.00073242966832265442 0.00051887944778975317 0.0006977550034642007 0.00048114746894224795 0.00062023839813886384 0.00074115765587514087 0.00060915720987211137 0.00063447213267486531 0.00061073115719553761 0.00053249789803635843 0.00046565119442371392 0.00068557083211687869
leaf_weight=21 45 24 34 22 51 114 24 85 336 63 21 129 117 21 38 78 24 20 1104 20 110 30 72 37 116 38 46 20 38 223
leaf_count=21 45 24 34 22 51 114 24 85 336 63 21 129 117 21 38 78 24 20 1104 20 110 30 72 37 116 38 46 20 38 223
internal_value=0 0.000376029 0.000687128 0.000530241 0.000695918 0.000297017 0.00070109 0.000703775 0.00069886 0.000474075 0.000192116 0.000353085 0.000337232 0.000630265 0.000715696 0.000584529 0.00035877 0.000157784 0.000725604 0.000387126 0.000666316 0.000641198 0.000687186 0.000614031 0.000582854 0.00072917 0.000668873 0.000626261 0.000408776 0.00067079
internal_weight=0 673 2448 228 2351 445 2300 2276 2191 97 155 290 266 144 1444 99 84 134 1183 149 747 339 408 229 146 1142 83 41 60 261
internal_count=3121 673 2448 228 2351 445 2300 2276 2191 97 155 290 266 144 1444 99 84 134 1183 149 747 339 408 229 146 1142 83 41 60 261
is_linear=0
shrinkage=0.00196078


Tree=8800
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 4 14 1 159 1 2 1 2 2 49 50 16 12 475 1 14 133 0 52 15 4 15 159
split_gain=6.64417 1.11705 0.574166 0.487828 0.432948 0.32881 0.271553 0.235707 0.222518 0.200139 0.156437 0.156287 0.149422 0.104995 0.103953 0.151164 0.0982635 0.0962605 0.0818337 0.0693816 0.0679643 0.0668168 0.0657426 0.0598976 0.0562375 0.0556657 0.0555821 0.0747302 0.0545502 0.0668304
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.27287000000000006 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.083335000000000006 0.12765500000000005 0.091265000000000013 0.086920000000000011 -1.0000000180025095e-35 0.10882500000000002 -0.054984999999999992 0.041865000000000006 -0.013324999999999998 0.08401500000000002 -0.08230999999999998 0.13075500000000004 -0.46166999999999997 -1.0000000180025095e-35 -0.11756999999999999 0.31359500000000001 -0.41942499999999994 0.04735000000000001 0.040760000000000005 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 10 8 12 -4 14 22 13 25 -3 24 -2 26 -17 -15 -14 23 -8 -5 -16 -1 -6 -28 29 -22
right_child=1 4 9 21 17 -7 11 -9 -10 -11 -12 -13 20 19 15 18 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00052712173400063964 0.00033795847013618125 0.00023071330771142363 0.00046794940572502704 0.000220972374280825 0.00013549874378904683 0.00032659121809080994 0.00034759739895606014 0.00031437897243920493 0.00060424854547094721 0.00028128059754258856 0.00019419175056813688 0.00013244907825370292 0.00054242551321961874 0.00042747354930295142 0.00036890145785668321 0.00035801980206195044 0.00047777241638907926 0.00021327275307237695 0.00020992216116118038 0.00049811198412279473 0.00045018311565755249 0.00017997994134430863 0.00022066080424955833 0.00034953268077628165 0.00049684897119946334 0.00044966082473122131 0.00011599827448234839 -4.3426226258423984e-05 0.00049894488284955873 0.00050869907283962001
leaf_weight=991 23 30 34 22 29 41 21 25 85 63 40 83 61 63 25 32 121 23 26 353 372 24 62 38 28 37 20 26 229 94
leaf_count=991 23 30 34 22 29 41 21 25 85 63 40 83 61 63 25 32 121 23 26 353 372 24 62 38 28 37 20 26 229 94
internal_value=0 0.000274568 0.000494548 0.00038617 0.000217387 0.000500648 0.00024989 0.000503737 0.000505809 0.000346711 0.00030242 0.000192613 0.000502005 0.000513698 0.000333123 0.000360801 0.000455441 0.000102302 0.000291631 0.000487414 0.000479672 0.000267418 0.000252777 0.000302394 0.000436496 0.000524334 6.82713e-05 2.58888e-05 0.000474164 0.000461987
internal_weight=0 673 2448 228 445 2351 347 2310 2285 97 181 166 2200 1444 141 111 144 98 58 416 756 84 83 60 53 1028 75 46 695 466
internal_count=3121 673 2448 228 445 2351 347 2310 2285 97 181 166 2200 1444 141 111 144 98 58 416 756 84 83 60 53 1028 75 46 695 466
is_linear=0
shrinkage=0.00196078


Tree=8801
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 14 2 2 46 16 40 16 39 484 4 49 0 3 150 484 2 4 16 16 4 49 12 0 1 3
split_gain=0.362111 0.0810662 0.0442056 0.0400954 0.0355444 0.0292024 0.0288914 0.0563144 0.0284003 0.0282968 0.0232584 0.0230149 0.023632 0.0223412 0.0221716 0.0275242 0.03175 0.0257661 0.0210176 0.0207911 0.0241929 0.0200556 0.0365299 0.0347969 0.0411846 0.030961 0.0255034 0.0211395 0.0189825 0.0240202
threshold=0.10337500000000001 -0.065229999999999996 0.31358000000000003 0.40124500000000002 0.095545000000000005 0.076975000000000002 -1.0000000180025095e-35 0.10613000000000002 0.089105000000000018 -0.23935499999999996 -0.077474999999999988 0.23311500000000004 0.095830000000000012 0.12418000000000001 0.42642000000000008 -0.026779999999999995 -0.14832499999999996 0.149315 0.082565000000000013 -0.093244999999999981 0.14960000000000004 -0.013125 -0.44310499999999992 -0.080509999999999984 -0.036839999999999991 -0.047584999999999995 0.088485000000000022 -0.076579999999999995 0.083135000000000014 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 6 4 5 -1 10 -8 11 18 -3 12 14 19 15 17 -17 -9 -2 -6 21 23 26 -21 27 -24 -23 -25 29 -29
right_child=1 2 -4 -5 13 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.0061890037644376922 0.0024384827672709096 0.0029472759979612688 -0.0011609385688123959 0.0017570630827156656 0.0074516044952906675 0.0082589035368406446 0.0059012419243143609 0.0057536189983963867 0.0062653471981840474 0.0057362972499927284 -8.7873219483299188e-05 -0.00073179904637592176 0.00063090600979194284 0.0081441062436039963 0.0049410406619262055 -0.0017198889562278056 0.0027248367214148554 0.0019102178076564364 0.0059484179539140321 0.0095461768705559814 0.0018408994158645245 0.0050519946358170802 0.00044208785878833046 0.0023038185049349871 0.0088231085625011477 0.0044185919979406281 0.0096620749637839343 0.0020597958471626045 0.0069922960673769316 0.0053914704667660622
leaf_weight=1703 59 51 28 22 40 71 70 37 21 157 50 21 44 28 53 25 45 33 24 23 22 28 22 26 32 178 21 27 51 109
leaf_count=1703 59 51 28 22 40 71 70 37 21 157 50 21 44 28 53 25 45 33 24 23 22 28 22 26 32 178 21 27 51 109
internal_value=0 0.00344723 0.00269431 0.00600657 0.00604584 0.00627185 0.00293419 0.00336524 0.00272896 0.0049468 0.00144473 0.00244112 0.00272226 0.00538532 0.00319905 0.00253958 0.00113743 0.00394173 0.0034534 0.0052519 0.00508866 0.00522686 0.0045807 0.00582721 0.00547808 0.00398118 0.00702774 0.00497555 0.00534702 0.00473004
internal_weight=0 718 478 2403 2381 1774 450 349 279 240 101 258 237 607 193 140 70 70 83 579 539 517 249 268 245 200 49 213 187 136
internal_count=3121 718 478 2403 2381 1774 450 349 279 240 101 258 237 607 193 140 70 70 83 579 539 517 249 268 245 200 49 213 187 136
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 4 1 11 47 2 43 13 0 475 2 2 1 4 12 2 34 2 1 48 1 10 0 0 2
split_gain=12.148 1.51759 1.37472 1.02792 0.891826 0.603539 0.569791 0.374052 0.358877 0.350418 0.344525 0.220787 0.220939 0.170017 0.164154 0.163249 0.172064 0.139545 0.131294 0.123893 0.108376 0.103152 0.10947 0.0942447 0.0880472 0.0869233 0.085893 0.0730086 0.0715436 0.066313
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.10045500000000002 0.40124500000000002 0.092845000000000025 1.0000000180025095e-35 0.13082500000000002 0.14122000000000004 -0.04890499999999999 -0.020934999999999999 -0.22491999999999998 -0.066784999999999983 -1.0000000180025095e-35 0.088850000000000012 0.088975000000000012 -0.0092149999999999992 0.09320500000000001 0.17025000000000004 -1.0000000180025095e-35 0.13754500000000003 0.091195000000000012 0.078735000000000013 0.104035 -0.38851999999999992 -0.23091999999999999 -0.070889999999999995 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 8 18 -4 15 20 14 -2 -13 -14 -7 -1 23 -18 -5 24 21 -3 -23 27 29 -16 -22 -17 -15 -10
right_child=1 9 7 6 -6 10 -8 -9 19 -11 -12 12 13 28 25 16 17 -19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056755465317379539 0.00028956387821697116 0.00011067163014617496 0.00062196634642712706 0.00070313477908369275 0.00041069725410675952 0.00073010851741868313 0.00034737024184373206 0.00038050875042046448 0.00087388524577106423 0.00042515315907708121 0.00045360501112691638 0.00032125573331653147 0.0003523359003403124 0.00059743896583277806 0.00063282479011646296 0.00083935377644557573 0.00068055709580687029 0.00055102477566636632 0.00056688808773570258 0.00069688328487031595 0.00017806130783073324 0.00033581205391929893 0.00018971937748805888 0.00067665640151238419 0.00096301724354001079 0.00050544668338261547 1.159314341750162e-05 0.00071968527130735296 0.00045015059522832254 0.00073312667933908592
leaf_weight=36 112 28 37 52 45 68 36 74 31 26 41 67 29 32 323 20 537 34 57 24 26 33 49 213 22 22 22 982 21 22
leaf_count=36 112 28 37 52 45 68 36 74 31 26 41 67 29 32 323 20 537 34 57 24 26 33 49 213 22 22 22 982 21 22
internal_value=0 0.000361933 0.000674367 0.00042888 0.000684153 0.000689335 0.000561248 0.000460995 0.00070453 0.000214215 0.000625038 0.000355342 0.000404786 0.000473036 0.000642057 0.000698283 0.000700918 0.000672844 0.000631887 0.000819503 0.000179503 0.000213426 0.000248513 0.000714112 0.000858741 0.000624702 0.000101763 0.000722074 0.000539079 0.000815457
internal_weight=0 590 2531 406 2420 2375 145 111 1921 184 454 261 149 82 413 1822 1786 571 109 99 158 110 82 1215 75 345 48 1002 53 53
internal_count=3121 590 2531 406 2420 2375 145 111 1921 184 454 261 149 82 413 1822 1786 571 109 99 158 110 82 1215 75 345 48 1002 53 53
is_linear=0
shrinkage=0.00196078


Tree=8803
num_leaves=31
num_cat=0
split_feature=1 12 2 15 10 1 2 97 4 47 50 2 4 15 12 4 0 13 13 2 16 49 4 49 47 42 42 400 1210 42
split_gain=0.352034 0.0631957 0.0496837 0.0413998 0.0408616 0.0394301 0.035895 0.0464023 0.0316645 0.0290664 0.0285954 0.0281307 0.0278705 0.0315596 0.0269106 0.0237532 0.0280757 0.0234174 0.0227825 0.021849 0.0206724 0.0388627 0.0241312 0.0205434 0.0204202 0.0304614 0.0193584 0.0185225 0.0179411 0.0342533
threshold=0.11146500000000002 0.051320000000000005 0.14285500000000004 0.050935000000000008 1.0000000180025095e-35 0.092845000000000025 1.0000000180025095e-35 -0.0047149999999999996 -0.062539999999999984 0.077555000000000013 0.086295000000000011 0.11389000000000002 -0.17966999999999997 -0.015039999999999998 0.090285000000000018 -0.0024449999999999997 -0.090809999999999988 0.05868000000000001 -1.0000000180025095e-35 0.079055000000000014 -0.11118499999999999 -0.049039999999999993 0.62736500000000006 0.10858500000000001 0.11043500000000002 0.090545000000000014 0.091545000000000015 -0.082934999999999995 -0.062539999999999984 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 6 9 7 -2 -8 11 20 19 -7 26 -3 16 -16 18 -10 -1 22 -22 -4 27 25 -9 -14 -18 29 -29
right_child=2 14 10 -5 -6 12 8 24 17 -11 -12 -13 13 -15 15 -17 23 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0023264336288862284 0.0015393908071363795 0.0063661235953982008 -4.0941054855162906e-05 0.0077232817640029931 0.00095092061846689495 0.0069635511076610009 0.0064809991390970744 0.0093879247753648094 0.0021544985642487353 0.0080530266862894814 0.0041768086102540389 0.0013685829099267721 0.0040652579066873945 -4.3290332434009073e-05 0.0084291343187350171 0.0048441083068994561 0.0087053962132853015 -0.00051690889919303704 0.0049112212754174158 0.0057792005170388926 0.0018082802710705438 -0.0044257139926776289 0.0040032595340162517 0.0033605388725515117 0.004531954977730992 0.0049895768339234979 0.00088035448585618403 0.0024476454872637988 0.0059958729908119787 0.007290791800029262
leaf_weight=21 29 1147 36 43 54 21 23 32 99 35 26 20 144 27 43 265 23 22 43 144 20 20 25 33 51 31 22 40 559 23
leaf_count=21 29 1147 36 43 54 21 23 32 99 35 26 20 144 27 43 265 23 22 43 144 20 20 25 33 51 31 22 40 559 23
internal_value=0 0.0058041 0.00293393 0.00476356 0.00350099 0.00447032 0.00391828 0.00511093 0.00300625 0.0054104 0.00121934 0.00491044 0.00350388 0.00312744 0.0060368 0.0056537 0.00595126 0.00251894 0.00298928 0.00533976 0.000458009 -0.00130872 0.00161652 0.00579411 0.00601948 0.00722366 0.00364316 0.00591862 0.00581557 0.00421578
internal_weight=0 2610 511 477 384 434 330 143 187 220 127 185 214 193 2133 986 721 164 142 165 101 40 61 678 114 63 166 645 622 63
internal_count=3121 2610 511 477 384 434 330 143 187 220 127 185 214 193 2133 986 721 164 142 165 101 40 61 678 114 63 166 645 622 63
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=31
num_cat=0
split_feature=1 12 44 3 4 474 1 4 0 51 13 157 12 1 13 39 150 0 13 4 0 15 12 399 398 42 3 1213 484 159
split_gain=0.285148 0.0511967 0.0462837 0.0448214 0.0342502 0.0388754 0.0382921 0.0320263 0.0305398 0.0289529 0.0248729 0.0239383 0.0228529 0.0280634 0.0221539 0.0211826 0.0205518 0.0192004 0.0188673 0.0184693 0.018766 0.0187626 0.0174042 0.0173609 0.0239331 0.0171769 0.0182801 0.0168528 0.0193929 0.0164099
threshold=0.11146500000000002 0.078300000000000008 0.081805000000000017 0.31534000000000006 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.010655 -0.033209999999999996 -0.40274499999999996 -0.47860499999999995 -0.0031149999999999993 0.088245000000000004 0.089875000000000024 -0.14819499999999997 0.088025000000000006 0.091105000000000005 -0.053834999999999994 -0.010739999999999998 -0.0029599999999999995 -0.094299999999999981 0.086495000000000002 0.12757000000000002 0.091255000000000017 0.099290000000000003 0.088670000000000013 -0.0096849999999999974 -0.080769999999999995 -0.020124999999999994 0.087410000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 16 8 11 -9 -5 -2 13 14 -3 -11 17 -6 25 20 21 -14 23 27 -25 -17 -27 -22 -29 -30
right_child=3 12 -4 10 5 -7 -8 9 -10 15 -12 -13 19 -15 -16 18 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0058003674204983235 0.0035510861445800404 0.0085649044006957768 0.0083228672923589195 0.0018844879694630175 0.0056148765386063353 -0.0004421302456070076 0.0027437978963703994 0.0053854254252441672 0.0020215687275465049 0.0029902033644288572 -0.001576560146658625 0.0076062172036177505 0.0089343104527556689 0.0028287295345216994 0.0058402592399474408 0.0045945714493947371 0.0019037660654811633 0.0023137324902927506 -0.000567715224123707 0.0045247169639648739 0.0064842274796563324 0.0052711146762939518 0.0027804468924403883 0.0091759112163412367 0.0046747103366734724 0.0036502599361396973 -9.2532437963363456e-06 0.006448853418437971 0.0050022510921240576 0.0027417534763705645
leaf_weight=91 24 31 27 56 148 22 158 34 28 180 33 37 29 30 799 21 21 20 38 332 97 27 27 27 21 21 39 90 579 34
leaf_count=91 24 31 27 56 148 22 158 34 28 180 33 37 29 30 799 21 21 20 38 332 97 27 27 27 21 21 39 90 579 34
internal_value=0 0.00522369 0.00429897 0.00264053 0.00406279 0.00363428 0.00389272 0.00307064 0.00475573 0.00262027 0.000601178 0.00601076 0.00543582 0.00583342 0.00594202 0.00230583 0.0048532 0.00522188 0.00127065 0.00516508 0.00539344 0.00716813 0.00527986 0.00535944 0.00720664 0.00213309 0.00127158 0.00524861 0.00507812 0.00487687
internal_weight=0 2610 487 511 460 369 347 422 89 333 89 61 2123 860 830 299 189 168 119 1263 931 56 875 848 48 81 60 800 703 613
internal_count=3121 2610 487 511 460 369 347 422 89 333 89 61 2123 860 830 299 189 168 119 1263 931 56 875 848 48 81 60 800 703 613
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 159 14 2 2 1 16 2 4 2 3 3 0 47 1 4 0 11 160 1 10 47 0 160 4
split_gain=9.73116 1.70307 1.07444 0.722006 0.527393 0.465836 0.273095 0.265391 0.26299 0.252922 0.228741 0.203625 0.187083 0.154649 0.145171 0.136036 0.104054 0.0974236 0.184262 0.128796 0.0991393 0.0897627 0.133671 0.0760586 0.0747215 0.0672991 0.0650811 0.0611837 0.0653413 0.0674829
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.11474000000000002 0.13501500000000002 0.09253500000000002 -0.52595999999999987 0.17025000000000004 0.42051500000000003 -0.090999999999999984 0.30112000000000005 0.0068900000000000012 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.14486500000000005 1.0000000180025095e-35 -0.067824999999999983 0.11588000000000001 -0.38124499999999995 0.090100000000000013 -0.079119999999999982 -0.081069999999999989 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 7 -4 14 24 11 -5 -7 13 15 -1 16 -8 18 19 -16 27 22 -13 -15 -6 -14 -3 -19 -29 -30
right_child=1 2 6 10 8 9 12 -9 -10 -11 -12 21 25 23 17 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00043451094023763817 0.00058903412969420687 0.00028240473026465489 0.00037447492195908565 0.00053845774360869036 0.0005764170020234351 0.0003568919269884584 0.0002358166239195352 0.00071596762755003957 0.00029543999829757984 0.00039792386902453609 0.00033889564581463498 0.00054816752563950145 0.0001142618659671048 0.00023495280302211524 0.00057684145976522332 0.00015121560809324233 0.0004117611734793077 0.00061001711414748836 0.00069896530180691395 0.0004266592181400449 0.0005397775602519443 0.00045132857996553352 0.00064608417631000317 0.00011549305360906058 0.00045298875059956821 -2.9081272950861605e-05 0.00037798804742302379 0.00050202977715754044 0.00067161219720884456 0.00057876207547248647
leaf_weight=22 74 190 26 34 44 21 28 70 26 48 63 442 34 27 42 30 24 1111 22 46 102 31 61 85 33 20 32 37 34 262
leaf_count=22 74 190 26 34 44 21 28 70 26 48 63 442 34 27 42 30 24 1111 22 46 102 31 61 85 33 20 32 37 34 262
internal_value=0 0.000308403 0.000273734 0.000574626 0.000349984 0.000581466 0.000183291 0.000597677 0.000465946 0.000534473 0.000408845 0.000546283 0.000163248 0.000191661 0.000592743 0.000256361 0.000317022 0.000594845 0.000538463 0.000498337 0.000598856 0.000553731 0.000560042 0.000144291 0.000523519 6.11718e-05 0.000296183 0.000603029 0.000579716 0.000589427
internal_weight=0 673 599 2448 325 2351 274 1748 103 603 97 555 248 194 1678 82 52 1656 110 88 1546 534 503 112 77 54 222 1444 333 296
internal_count=3121 673 599 2448 325 2351 274 1748 103 603 97 555 248 194 1678 82 52 1656 110 88 1546 534 503 112 77 54 222 1444 333 296
is_linear=0
shrinkage=0.00196078


Tree=8806
num_leaves=31
num_cat=0
split_feature=1 12 1 10 10 12 401 14 0 1375 484 130 4 148 13 4 158 34 2 2 47 43 132 3 4 15 403 133 12 16
split_gain=0.277975 0.0751485 0.0383577 0.0307659 0.0309108 0.0278689 0.0273299 0.0271202 0.0205649 0.0202144 0.0342473 0.026074 0.0217027 0.0227942 0.0208563 0.0202181 0.0196766 0.019208 0.0308035 0.0318622 0.0197443 0.0185735 0.0205213 0.0231251 0.01773 0.0670346 0.0168332 0.0172864 0.0359111 0.0238878
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 -0.079859999999999987 -0.38851999999999992 0.099815000000000015 0.085900000000000018 -0.10708499999999999 -0.23194499999999998 -0.096099999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 0.26450500000000005 -0.07990499999999999 -0.0034749999999999994 0.41555500000000006 0.07968500000000002 -0.021334999999999996 0.116525 -0.15339499999999998 0.11043500000000002 -0.073404999999999984 0.084605000000000014 -0.082404999999999992 -0.064054999999999987 -0.03241999999999999 -0.080719999999999986 -0.42671999999999993 0.110195 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -2 -3 17 -4 -1 -9 -11 -12 14 -14 -13 -15 24 -5 19 -19 -21 22 23 -7 -10 -26 -23 28 -28 -29
right_child=3 5 7 6 -6 21 -8 9 16 10 11 12 13 15 -16 -17 -18 18 -20 20 -22 26 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0080186217166060073 0.0017358514818955552 0.0054654016588174051 0.0059744394478715357 0.00084238246626531078 -0.0032463499694131317 0.0052873851610408902 -0.00084852645193915 0.00019089090690778738 0.0054987648835600313 0.0073299803421832625 -0.0002579151610420509 0.0029390077203495708 0.004544851320097223 -0.0014084203587844968 0.0049922283170996127 0.0028572929956135343 0.0071539479083028339 0.0014081136260012334 0.0022668142548589519 0.007611606873181318 0.0039815263629987326 0.0058338389776292302 0.0028857674010699459 0.0088480329349598218 0.005097016737706502 -0.0014014993714888326 0.0023472636553418381 0.0025495749994661311 0.0077244332301671858 0.0058743094626921592
leaf_weight=22 33 1829 37 45 20 76 23 22 67 20 22 113 20 25 88 20 29 22 155 31 29 42 24 24 57 22 23 128 27 26
leaf_count=22 33 1829 37 45 20 76 23 22 67 20 22 113 20 25 88 20 29 22 155 31 29 42 24 24 57 22 23 128 27 26
internal_value=0 0.00504117 0.00401139 0.00207963 -0.000144225 0.00530528 0.00246607 0.00340718 0.005137 0.00311934 0.00332851 0.00305063 0.00332427 0.00173588 0.00383793 0.000487452 0.00477474 0.0027364 0.00309603 0.00466345 0.00585707 0.00451378 0.00551171 0.00614194 0.00430215 0.0032873 0.00401075 0.00363541 0.00525094 0.00311089
internal_weight=0 2763 564 358 53 2199 305 367 197 330 308 288 266 65 201 45 175 282 237 82 60 370 124 100 146 79 246 204 50 154
internal_count=3121 2763 564 358 53 2199 305 367 197 330 308 288 266 65 201 45 175 282 237 82 60 370 124 100 146 79 246 204 50 154
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=31
num_cat=0
split_feature=1 12 44 1 1 47 40 4 3 2 0 3 47 1375 484 43 0 3 3 0 11 484 15 12 156 52 1 1 51 16
split_gain=0.22516 0.0608837 0.0385779 0.0312828 0.0285321 0.02435 0.0256714 0.0238364 0.0235379 0.0315558 0.0266859 0.0220226 0.018859 0.0171269 0.0311929 0.0177717 0.0187623 0.0263462 0.0182322 0.0169174 0.0166145 0.0268519 0.0215937 0.0210785 0.0272137 0.0163731 0.0155753 0.0183708 0.0152453 0.0170714
threshold=0.11846000000000002 0.078300000000000008 0.081805000000000017 0.08864000000000001 0.16773500000000005 0.085505000000000012 -0.0087249999999999984 0.053180000000000012 -0.14186499999999996 0.081685000000000021 -0.064754999999999993 -0.10831999999999999 0.077555000000000013 -0.096099999999999977 -0.011244999999999998 -0.04890499999999999 -0.23091999999999999 -0.0063699999999999989 0.31299000000000005 -0.10607499999999999 0.080455000000000013 -0.011854999999999999 0.040760000000000005 0.090020000000000017 0.28241000000000005 0.10744000000000002 0.097115000000000021 0.10254500000000001 0.13995500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -2 -7 8 9 -3 19 -12 25 -5 -15 26 -17 -18 -19 -10 21 -11 23 -22 -25 -1 -16 -28 29 -21
right_child=4 7 -4 13 -6 6 -8 -9 10 20 11 -13 -14 14 15 16 17 18 -20 28 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0044866831526728917 0.001549430839259777 0.009311991675756871 0.0073103374998835435 0.0001718017039820552 -0.0015354290452745298 0.00084325626791853991 0.0044117060502887597 0.0039157952547423389 0.0020337057253345847 0.0063224131654715165 0.00057281802222687052 0.0040318605318531119 0.0072818823646576634 0.0066053555689944438 -0.00046082520654991914 0.001568217147084907 0.0013972261874005199 0.005416331702560586 0.0021220163464368809 0.0051523599710173642 0.0027685111388564112 0.001140530239790678 0.0090825056575704367 0.0078543432090976608 0.0033549708215286954 0.001623832094280616 0.0050591601358194443 0.0017600497724298864 0.0030086659772608146 0.0042116715916763739
leaf_weight=152 235 25 27 22 23 28 72 280 20 20 21 149 21 23 23 41 30 84 21 1285 22 20 20 41 20 23 21 86 39 227
leaf_count=152 235 25 27 22 23 28 72 280 20 20 21 149 21 23 23 41 30 84 21 1285 22 20 20 41 20 23 21 86 39 227
internal_value=0 0.00453705 0.00362035 0.00343821 0.00187166 0.00210558 0.00341254 0.00477743 0.00490381 0.00603419 0.00479473 0.00360457 0.00445022 0.0028731 0.00305373 0.00278678 0.00344175 0.00401075 0.00475747 0.00492352 0.00546114 0.00373147 0.00613286 0.00542211 0.00637914 0.00411042 0.00190006 0.00240754 0.00496078 0.00501113
internal_weight=0 2763 574 547 358 335 100 2189 1909 168 1741 170 196 351 329 306 176 135 105 1571 143 40 103 83 61 175 130 107 1551 1512
internal_count=3121 2763 574 547 358 335 100 2189 1909 168 1741 170 196 351 329 306 176 135 105 1571 143 40 103 83 61 175 130 107 1551 1512
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 1 457 2 2 14 1 34 2 13 12 47 4 475 52 4 31 16 474 12 2 402 1 3
split_gain=7.76668 1.08053 0.844868 0.599331 0.496081 0.320301 0.239766 0.232593 0.230016 0.271563 0.202857 0.193445 0.149503 0.120168 0.157036 0.134665 0.111756 0.108784 0.0995463 0.0847778 0.0930461 0.0952019 0.0847636 0.0838157 0.0812315 0.0782075 0.0774128 0.0724312 0.0705462 0.0700672
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.40124500000000002 0.092845000000000025 0.080930000000000016 0.14122000000000004 0.17025000000000004 0.076975000000000002 0.089625000000000024 -1.0000000180025095e-35 0.13404500000000005 -0.072819999999999982 0.087005000000000013 0.08265500000000002 -0.082249999999999976 -0.069854999999999987 0.039215000000000007 0.24564500000000003 -0.077289999999999984 -0.040964999999999994 0.08425500000000001 0.093965000000000007 0.085045000000000023 0.11174500000000002 0.078340000000000007 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 10 25 -4 9 19 13 12 18 22 15 -15 17 29 24 -6 21 -21 -3 -7 26 -5 27 -1 -28 -14
right_child=1 5 7 6 8 23 -8 -9 -10 -11 -12 -13 16 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00062097063539595578 0.00029079157985213044 0.00019360152459180449 0.00048929045305532565 0.00061500904460748038 0.00057258908849915655 0.00025771270067020556 0.00031422979731749975 0.00029888791333198959 0.00032582546438218333 0.00034085863213300245 5.6891505864412325e-05 0.0006490219337683098 0.00030145603706877602 0.00020353134856194112 0.00016441236460677293 0.00038204959168171358 0.00052892843535213598 0.00055429243396503975 0.0005452868731966894 0.00048249181567250023 0.00053201811628037345 0.00034264343748100439 2.3359972594555177e-05 0.00042335526542920692 0.00046061866201049919 0.00048456274720880765 0.00054515108959885081 0.00049750600548862821 0.00065415674767163362 0.00045128527913072136
leaf_weight=211 181 22 37 24 66 23 29 74 34 41 52 75 20 32 80 33 277 23 1043 172 153 21 23 24 21 67 187 20 26 30
leaf_count=211 181 22 37 24 66 23 29 74 34 41 52 75 20 32 80 33 277 23 1043 172 153 21 23 24 21 67 187 20 26 30
internal_value=0 0.000279811 0.000529628 0.000362033 0.0005373 0.000194174 0.000469488 0.000362355 0.00048137 0.000493044 0.000165407 0.000551391 0.000547451 0.000195106 0.000222577 0.000294164 0.000510942 0.00044269 0.000555924 0.000508189 0.000495904 0.000467275 0.000106589 0.000342296 0.000579783 0.000518966 0.000585419 0.000610281 0.000558457 0.000391354
internal_weight=0 590 2531 301 2420 289 120 111 487 453 242 1933 1858 190 145 65 350 73 1508 412 346 193 45 47 465 91 444 231 213 50
internal_count=3121 590 2531 301 2420 289 120 111 487 453 242 1933 1858 190 145 65 350 73 1508 412 346 193 45 47 465 91 444 231 213 50
is_linear=0
shrinkage=0.00196078


Tree=8809
num_leaves=31
num_cat=0
split_feature=1 4 3 123 4 12 47 15 3 52 52 39 15 42 132 3 12 11 16 0 43 2 131 51 156 2 42 1208 0 13
split_gain=0.21893 0.0395253 0.0361997 0.0278783 0.0295747 0.0257669 0.0282024 0.0322722 0.0252663 0.0294928 0.0261127 0.0238176 0.0301335 0.0234536 0.021782 0.0275031 0.0214642 0.0244455 0.0238312 0.0251548 0.0234052 0.0229957 0.0388805 0.0228648 0.0210213 0.0207067 0.0183437 0.0264209 0.0198236 0.017131
threshold=0.11146500000000002 0.27834500000000006 0.31299000000000005 0.083745000000000014 -0.010655 0.051320000000000005 0.077555000000000013 0.024640000000000006 0.11296500000000002 -0.087769999999999987 -0.082554999999999976 0.094095000000000026 -0.0040799999999999994 0.090545000000000014 0.10613500000000002 0.42240500000000009 0.11734000000000001 1.0000000180025095e-35 0.0057500000000000008 -0.13455999999999999 -0.0043399999999999992 0.084415000000000004 0.090150000000000022 0.11144500000000002 0.14949500000000002 0.14960000000000004 0.11387000000000001 0.099975000000000008 -0.072594999999999979 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 13 6 7 8 9 -1 -11 12 -12 -2 15 -4 17 18 19 -7 21 22 -20 24 -19 -6 -21 28 -28 -5
right_child=2 -3 14 29 25 16 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 23 20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.004989359727343462 0.0068199601063194384 0.0023062865219574858 0.00090010538410681949 0.0021950521151302381 0.0030159131511992409 0.0013640101067721845 0.0056699275734481986 0.0060545745496214795 -2.9090744868406786e-05 0.00013836911493854133 0.0026890249792345319 1.6187708824872972e-05 0.0057211005551816557 0.0030675488809544234 0.0032099237750606753 -0.003340508757682983 0.0032205025203604072 0.0070541790479472719 -0.0010230072075501084 0.0050363619664886058 0.0018690842742849466 0.0047695225743756009 0.0041792891545257733 0.0031013865664135665 0.0036088279287685601 -0.00015573809328286547 0.0040667886495874784 0.0058988019297095511 0.00086745883351849293 -0.00048448512217659945
leaf_weight=84 36 77 65 80 196 20 74 44 23 32 99 20 49 31 26 20 88 113 20 1376 46 233 51 23 21 23 45 38 34 34
leaf_count=84 36 77 65 80 196 20 74 44 23 32 99 20 49 31 26 20 88 113 20 1376 46 233 51 23 21 23 45 38 34 34
internal_value=0 0.00453826 0.00227483 0.0027182 0.00324528 0.00460611 0.00389579 0.00352176 0.00315875 0.00341692 0.00275649 0.00325519 0.00369289 0.00508377 0.000677069 -9.76862e-05 0.00474932 0.00481592 0.00471494 0.00488696 0.00397131 0.00428942 0.00271385 0.00601426 0.00651424 0.00268282 0.00493415 0.00373208 0.00268986 0.00139589
internal_weight=0 2610 511 400 286 2533 425 351 307 284 200 168 148 67 111 85 2108 2020 1863 1513 350 304 71 157 134 219 1493 117 79 114
internal_count=3121 2610 511 400 286 2533 425 351 307 284 200 168 148 67 111 85 2108 2020 1863 1513 350 304 71 157 134 219 1493 117 79 114
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=31
num_cat=0
split_feature=1 12 132 1 4 15 2 47 12 1 34 150 40 13 0 42 48 160 4 49 160 12 16 51 4 1 15 132 43 4
split_gain=0.179607 0.0519532 0.0351534 0.0322277 0.0217875 0.0232022 0.0213277 0.0201973 0.0195144 0.0182145 0.0182085 0.0172114 0.0193692 0.0192861 0.0163499 0.0159231 0.0156867 0.0394948 0.0339898 0.0154376 0.0151782 0.0183834 0.0272228 0.0210069 0.0250103 0.0147035 0.0143302 0.014151 0.0175699 0.0156158
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.093575000000000019 0.40124500000000002 -0.41396999999999995 0.14530500000000005 0.077555000000000013 0.099815000000000015 0.14326500000000003 -0.038779999999999995 0.12314500000000002 -0.08440499999999998 -0.0093149999999999986 -0.036484999999999997 -0.069529999999999995 0.090720000000000009 -0.095794999999999977 -0.50940999999999981 -0.063424999999999981 0.05259500000000001 -0.090609999999999982 -0.039889999999999988 -0.033649999999999992 -0.040589999999999994 0.13501500000000002 -0.11033999999999998 0.019705000000000004 -0.073959999999999984 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 10 19 20 16 -7 -6 12 13 -5 25 -10 18 -18 -3 -2 21 -1 -23 24 -24 -12 -20 28 -17 -30
right_child=4 8 -4 11 5 9 -8 -9 15 -11 14 -13 -14 -15 -16 27 17 -19 26 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00045553888310678308 0.00091604203309701845 0.0080493853069268737 -0.0004154891796553364 0.0031292481051588602 -0.00067308869389495979 0.00070296598855277594 0.00061677459730870201 0.0062941771639415476 0.0045801022970998612 -0.0030653503429873483 0.003593837714288384 -8.531197506402221e-05 0.0032227325944027743 -0.00096981242046846692 0.0043306608429142775 0.0051478123854157391 -0.00031547554826829585 0.0040869926190848843 0.0059773374614971028 0.0038400502623214075 0.0051835679742186494 0.0011896555030034507 0.0050215089818900173 0.0062708717299534422 0.0006686746947128664 0.00051850797430027878 0.0043496467287219591 0.00093650276898048245 0.003550897455868075 0.0015497507418463516
leaf_weight=20 23 26 26 22 29 29 45 39 111 23 22 21 251 24 26 46 24 135 56 84 58 32 33 41 22 53 1585 26 134 55
leaf_count=20 23 26 26 22 29 29 45 39 111 23 22 21 251 24 26 46 24 135 56 84 58 32 33 41 22 53 1585 26 134 55
internal_value=0 0.00401352 0.00317947 0.00334549 0.00155956 0.000821461 0.00244334 0.00420745 0.00423702 -0.000963789 0.00153556 0.00268139 0.00287702 0.000990608 0.00216973 0.00357687 0.00437151 0.00342247 0.00446203 0.00321153 0.00381239 0.00327504 0.00371559 0.00455757 0.00328038 0.0014206 0.00440519 0.00315021 0.00339513 0.00296855
internal_weight=0 2787 589 563 334 182 152 245 2198 52 130 318 297 46 101 372 1826 159 1667 107 206 148 128 96 55 75 1641 261 235 189
internal_count=3121 2787 589 563 334 182 152 245 2198 52 130 318 297 46 101 372 1826 159 1667 107 206 148 128 96 55 75 1641 261 235 189
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=31
num_cat=0
split_feature=1 4 12 2 1 1 31 4 4 14 4 0 4 12 1 1 1 0 12 2 48 16 43 4 3 0 147 15 0 1
split_gain=8.41331 1.12184 0.97843 0.790103 0.511859 0.363754 0.358715 0.33738 0.282739 0.228743 0.191039 0.179888 0.163095 0.160249 0.144043 0.131095 0.111238 0.111163 0.108405 0.101308 0.0972664 0.0937054 0.0936873 0.0840501 0.14238 0.0922922 0.0771729 0.0692086 0.0665573 0.0616521
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 0.10803500000000001 0.08864000000000001 0.12958500000000003 -1.0000000180025095e-35 0.052250000000000012 -0.15764999999999998 0.076175000000000007 -0.17966999999999997 -0.23194499999999998 0.27834500000000006 0.13597000000000004 0.10124500000000002 0.15964000000000003 0.13686500000000004 -0.11013499999999998 0.08815000000000002 0.10402500000000002 0.10990500000000002 -0.44310499999999992 -0.04890499999999999 -0.059649999999999988 0.013900000000000001 0.056435000000000006 0.088610000000000008 -0.064294999999999977 -0.23001499999999997 0.13408500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 11 26 -2 9 -5 13 -6 -1 21 17 19 -7 20 -4 -19 22 -10 -9 -12 25 -25 -13 -3 -23 -24 -8
right_child=1 5 7 8 10 15 29 12 16 -11 14 23 -14 -15 -16 -17 -18 18 -20 -21 -22 27 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00070173065717632542 0.00026921777228149129 0.00029786308667222635 0.00042713330748180548 0.00042531895586902515 0.00054066884416820572 0.00016266102649791861 0.00053432203859489751 0.0005739902412992561 0.00020908986604568826 0.00069220878761016224 0.00035763041948487447 0.00061169139777912803 0.00033181183941029258 0.00042554219936582994 0.00031439782632675963 1.6549687356857471e-05 9.5256805649491575e-05 0.0005919714990004995 0.00056079343644766487 0.00029971420340566966 0.00034114810177033732 0.00051414135850155838 0.00042279105093776529 0.00052010620203180578 0.00035200906755208835 0.00046161072549409372 0.00016785640231256279 0.00042616041676670901 0.00055406072829416726 0.00041784709867309124
leaf_weight=22 28 107 20 35 31 127 104 67 65 61 28 50 21 29 85 29 21 750 1001 21 32 110 27 76 26 23 21 50 33 21
leaf_count=22 28 107 20 35 31 127 104 67 65 61 28 50 21 29 85 29 21 750 1001 21 32 110 27 76 26 23 21 50 33 21
internal_value=0 0.000287815 0.000547824 0.000370185 0.000461639 0.000199064 0.000469819 0.000565069 0.00027055 0.000574122 0.00039774 0.000534619 0.000497133 0.00057012 0.000374901 0.000135499 0.000224644 0.000572488 0.000574148 0.000422083 0.000252655 0.000512427 0.000451284 0.000513611 0.000477258 0.000564406 0.000276534 0.000486647 0.000494989 0.000514754
internal_weight=0 590 2531 306 422 284 153 2109 153 1861 225 197 248 1800 194 156 118 1771 1751 109 97 227 88 175 102 73 128 160 60 125
internal_count=3121 590 2531 306 422 284 153 2109 153 1861 225 197 248 1800 194 156 118 1771 1751 109 97 227 88 175 102 73 128 160 60 125
is_linear=0
shrinkage=0.00196078


Tree=8812
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 47 1 4 4 150 2 50 4 0 4 3 160 1 1 1 0 39 133
split_gain=7.51989 1.29729 0.637404 0.532278 0.444627 0.366281 0.290427 0.266212 0.231361 0.178818 0.171707 0.12234 0.213495 0.205143 0.133531 0.117121 0.100846 0.099139 0.0955617 0.0759859 0.100083 0.0691784 0.0641608 0.062746 0.0618609 0.0586992 0.056766 0.0538513 0.0514983 0.0507673
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 -0.062539999999999984 1.0000000180025095e-35 0.11704500000000001 0.041865000000000006 -0.55119499999999988 -0.079119999999999982 0.022185000000000003 -0.12711499999999995 0.085130000000000011 0.12000500000000001 0.13075500000000004 0.12958500000000003 0.14486500000000005 0.096625000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 24 11 26 -4 16 12 13 -1 19 -10 21 -2 -6 -13 -21 27 -22 -15 -3 29 -8 -7 -17 -5
right_child=1 4 9 25 18 10 8 -9 15 -11 -12 14 -14 23 -16 28 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060591811472908961 0.0005827146159057316 0.00032632178572170875 0.00056228677182530305 0.00032347315024259149 0.00016847219446248609 0.00060844281383978772 0.00054186374902931466 0.00073589831802098251 0.0004813778773614217 0.00038584086045720221 0.00044005431078057266 0.00074401970197951874 0.0007126132324791341 0.00038059652264004336 0.00055617057653592234 0.00034557321602484158 0.00046307502070965331 0.00043394732362061155 0.00030431516214272469 0.00063446901900517984 0.00051378584101650058 0.00054617339915516904 0.00060549982980082637 0.00051262445952378062 0.00021893747723083088 0.00028369544394271678 0.00041021512419569725 0.00050912289058460908 0.00025557455360232035 0.00044183028310199025
leaf_weight=58 124 30 34 22 85 240 34 76 22 63 41 21 29 31 110 132 30 20 26 1141 32 143 351 25 66 24 20 23 30 38
leaf_count=58 124 30 34 22 85 240 34 76 22 63 41 21 29 31 110 132 30 20 26 1141 32 143 351 25 66 24 20 23 30 38
internal_value=0 0.000369425 0.000603454 0.000489694 0.000307804 0.00060988 0.000343534 0.000622228 0.000380256 0.000447688 0.00056137 0.000617423 0.0005624 0.000524187 0.000622178 0.000347137 0.000572778 0.000562052 0.000200291 0.000626877 0.000625263 0.000580884 0.000597837 0.000439538 0.000252495 0.000365651 0.000493105 0.000599757 0.000328907 0.000398433
internal_weight=0 673 2448 228 445 2351 334 1874 238 97 477 1798 143 114 1655 184 436 144 111 1545 1524 406 383 56 96 84 54 263 162 60
internal_count=3121 673 2448 228 445 2351 334 1874 238 97 477 1798 143 114 1655 184 436 144 111 1545 1524 406 383 56 96 84 54 263 162 60
is_linear=0
shrinkage=0.00196078


Tree=8813
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 45 2 2 2 1 34 2 16 47 0 52 4 1 0 52 475 49 13 15 1 131
split_gain=5.70818 0.927566 0.617521 0.474808 0.317703 0.290851 0.205326 0.173663 0.173465 0.172019 0.151149 0.143495 0.141381 0.0831462 0.0751034 0.11863 0.086353 0.0678692 0.0530308 0.0468027 0.0462436 0.117595 0.0601126 0.0456293 0.0541224 0.0450265 0.0438388 0.050427 0.0412661 0.0410017
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.10783500000000001 0.11474000000000002 0.091265000000000013 0.25063000000000007 0.090405000000000013 -0.038779999999999995 0.13404500000000005 -0.39185999999999993 0.090100000000000013 -0.092759999999999995 -0.16675999999999999 -0.013514999999999998 0.086920000000000011 0.18019500000000002 0.31359500000000001 -0.088274999999999978 0.085350000000000023 -0.078279999999999975 -0.12255999999999999 0.11588000000000001 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 17 6 8 -5 11 12 28 13 14 23 -4 16 -16 -3 -15 -10 22 26 -13 24 -1 -25 -22 -28 -6 -2
right_child=1 2 9 7 10 -7 -8 -9 19 -11 -12 20 -14 18 15 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00040253190156891666 0.00047967441477417169 0.00022134807348704908 7.8150487957684284e-05 0.00042687385464398647 0.00044965732829402896 0.00030285879319325986 0.00027665816089769924 0.00025299003624861351 0.00046293683130951488 0.00032085529915522348 0.0002321322618989773 0.00045279651751498588 2.7596070058924758e-05 0.00037061412302516169 0.00016719137457498598 0.0001285720709441545 0.00029942511144280727 0.00031764591262142925 0.00044742292231496643 0.00057140523500369693 0.00045948295557373238 0.00028984918268566012 0.00034260461362553579 0.00034314076105753576 0.00047876845184996664 0.00047471285742871897 0.00049281773847692154 0.00039880645894651044 0.00035793215337425773 0.00037574592904717315
leaf_weight=37 54 191 39 34 44 48 24 63 20 21 24 394 39 41 39 99 37 33 220 65 106 26 20 20 1106 20 25 179 33 20
leaf_count=37 54 191 39 34 44 48 24 63 20 21 24 394 39 41 39 99 37 33 220 65 106 26 20 20 1106 20 25 179 33 20
internal_value=0 0.00024448 0.000218894 0.000448377 0.0002767 0.000453924 0.000457073 0.000313939 0.000458973 0.000150328 0.000367999 0.000455606 0.000136174 0.000467034 0.000155961 0.000173302 0.000231568 0.000235535 0.000435357 0.000545883 0.000433603 0.000416512 0.000447473 0.000474023 0.000476301 0.000408927 0.000427135 0.000410327 0.000410347 0.000451586
internal_weight=0 673 599 2448 325 2351 2303 97 2279 274 101 2194 253 1444 214 175 76 224 261 85 750 336 414 1183 1143 40 310 204 77 74
internal_count=3121 673 599 2448 325 2351 2303 97 2279 274 101 2194 253 1444 214 175 76 224 261 85 750 336 414 1183 1143 40 310 204 77 74
is_linear=0
shrinkage=0.00196078


Tree=8814
num_leaves=31
num_cat=0
split_feature=1 4 52 1 9 2 1204 40 13 1427 43 0 147 10 1 2 42 4 1210 51 50 41 483 1429 1429 133 133 1456 480 481
split_gain=0.24517 0.0423728 0.0384815 0.0343835 0.0293606 0.0249535 0.0333831 0.0227388 0.0230208 0.0257422 0.0218997 0.0331796 0.0209244 0.0205666 0.0204535 0.0224483 0.0226878 0.0213946 0.0220889 0.0234578 0.0334864 0.0240823 0.024381 0.0305585 0.0346341 0.0222611 0.0226197 0.0206104 0.0218351 0.0280578
threshold=0.11146500000000002 0.27834500000000006 -0.26636999999999994 0.14860500000000001 -1.0000000180025095e-35 0.088850000000000012 -0.079429999999999987 0.0046150000000000002 -0.16152999999999998 0.082260000000000014 0.084740000000000024 -0.084674999999999986 0.089365000000000014 -0.062879999999999978 0.091195000000000012 -0.0091949999999999983 0.11457500000000002 0.053925000000000008 -0.15347999999999998 0.088210000000000011 0.077545000000000017 0.075585000000000013 -0.095084999999999989 0.084690000000000015 0.086370000000000016 0.26430000000000003 0.12330000000000001 -0.089834999999999984 0.086995000000000017 -0.081099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 -1 14 -7 8 -8 12 -4 -12 -10 -5 17 -16 -17 18 -6 21 -21 22 -20 25 -25 26 27 -24 29 -29
right_child=2 -3 3 13 5 6 7 -9 9 -11 11 -13 -14 -15 15 16 -18 -19 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018681677231084434 0.0051879368633269626 0.0025455763078197934 0.0022611400363336648 -0.0026461793971247973 0.0084495403115516128 0.001275323432516949 0.0023878218504624106 0.0015277492792599582 0.004866000488904453 0.0084151922492310405 0.0073784877376800234 0.0019464000290178734 0.0020457306238650173 0.0012499898988088329 0.0020291276122655043 0.0052599771839197734 0.0025856290787678996 0.0084040964672264344 0.008212422056059385 0.00088710813517017025 0.0051486341015401262 0.0080697098801679468 0.0029677202477159884 0.00033808039521458202 0.005665287158816406 0.0036004885955388463 0.0083456599910277877 0.0085743965852998379 0.0030498438998069052 0.0055410724556740785
leaf_weight=31 47 77 357 20 23 29 39 22 1025 20 22 23 27 42 33 192 38 24 29 28 54 34 32 26 23 63 28 32 33 648
leaf_count=31 47 77 357 20 23 29 39 22 1025 20 22 23 27 42 33 192 38 24 29 28 54 34 32 26 23 63 28 32 33 648
internal_value=0 0.00485655 0.00246131 0.00218512 0.0049268 0.0049647 0.00462557 0.00471132 0.00477436 0.00486118 0.00252319 0.00460209 0.00479362 -6.83891e-06 0.00525879 0.00446818 0.00481813 0.00545185 0.00538456 0.00531612 0.00369348 0.00545648 0.00535927 0.00526577 0.00283861 0.00540803 0.00555535 0.00545048 0.00556191 0.00568382
internal_weight=0 2610 511 464 2533 2502 1162 1133 1111 1072 402 45 1052 62 1340 263 230 1077 1053 1030 82 948 914 885 49 836 773 745 713 680
internal_count=3121 2610 511 464 2533 2502 1162 1133 1111 1072 402 45 1052 62 1340 263 230 1077 1053 1030 82 948 914 885 49 836 773 745 713 680
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=31
num_cat=0
split_feature=1 2 0 10 3 9 14 0 2 44 11 14 124 12 0 4 49 133 15 149 11 4 0 4 13 401 12 43 51 16
split_gain=0.1989 0.04816 0.0417595 0.0317912 0.0284661 0.0261668 0.0252731 0.02527 0.0235292 0.0210661 0.0228526 0.019413 0.0181959 0.018252 0.0178627 0.0402453 0.026719 0.0373527 0.0218144 0.0193527 0.0269412 0.0179266 0.0253527 0.0171988 0.0171239 0.0165747 0.024725 0.0241107 0.0157362 0.0149205
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 -0.079859999999999987 -0.05647499999999999 -1.0000000180025095e-35 0.054835000000000009 -0.05208999999999999 0.15361500000000003 1.0000000180025095e-35 0.085875000000000021 -1.0000000180025095e-35 -0.083859999999999976 -0.094384999999999983 -0.11013499999999998 0.0033150000000000007 -0.007794999999999999 -1.0000000180025095e-35 -0.008624999999999999 0.079625000000000015 1.0000000180025095e-35 0.033845000000000007 -0.10011499999999998 -0.062539999999999984 0.05868000000000001 0.085605000000000014 -0.089199999999999988 -0.070064999999999975 0.24916000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 7 24 -1 9 -2 -4 10 12 -3 13 -7 15 18 -17 -18 -14 20 21 22 -16 -6 -5 26 27 -25 29 -24
right_child=3 2 8 4 23 6 -8 -9 -10 -11 -12 -13 14 -15 19 16 17 -19 -20 -21 -22 -23 28 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020385310786745011 0.0012948862123968348 0.0049961597868241371 0.004177273537426072 0.0046234232087788941 0.0041690550735220318 0.0047815781552344562 0.0062481409773516303 -0.0031610083952546123 0.00074751356705313643 0.0076673973307368306 0.0011202288279309868 0.0016529347103972792 0.0028799543622881176 0.00072857593465596446 0.0078977115824818613 0.0026278340437960244 0.0037653255145996809 0.0094150658527558505 -0.0012600822723470629 0.0075948717982762251 0.00096113812644034631 0.0034511245400765272 0.004876003337299495 0.0010150953334578802 0.0017080667340357244 -0.0013437620142940432 0.0010145400184329548 0.0054642899539963955 0.0023386002360244415 0.0040821194507739637
leaf_weight=41 35 20 421 66 25 20 88 20 21 21 20 132 35 25 25 31 25 22 20 22 20 116 1289 21 29 20 144 29 28 290
leaf_count=41 35 20 421 66 25 20 88 20 21 21 20 132 35 25 25 31 25 22 20 22 20 116 1289 21 29 20 144 29 28 290
internal_value=0 0.00431918 0.00352263 0.00190233 0.00226918 0.00454048 0.0045894 -0.000325439 0.00401432 0.00451674 0.00448346 0.00209283 0.00451764 0.00252991 0.00456416 0.00344605 0.00490676 0.00640988 0.00137449 0.00464723 0.00461055 0.00465231 0.00473769 0.00168714 0.00373347 0.0013972 0.00167977 0.00359563 0.00468853 0.0047302
internal_weight=0 2732 594 389 334 2138 2097 55 442 2009 1988 152 1968 45 1923 133 78 47 55 1790 1768 1748 1632 239 95 214 194 50 1607 1579
internal_count=3121 2732 594 389 334 2138 2097 55 442 2009 1988 152 1968 45 1923 133 78 47 55 1790 1768 1748 1632 239 95 214 194 50 1607 1579
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=31
num_cat=0
split_feature=4 2 149 10 3 15 0 9 15 48 3 13 44 4 0 0 1447 160 160 2 157 132 50 1 0 1 3 52 160 133
split_gain=0.162103 0.0524096 0.0319476 0.032546 0.0284904 0.0272276 0.0523343 0.0258782 0.0219355 0.0213451 0.0207965 0.0201796 0.0194521 0.0201579 0.0390433 0.0215649 0.0458126 0.0248332 0.0238376 0.0260735 0.0288469 0.0248407 0.0333536 0.0184683 0.0178776 0.0655601 0.0297127 0.0249966 0.0175479 0.0172719
threshold=0.27287000000000006 0.13404500000000005 0.07770500000000001 -0.079859999999999987 0.11296500000000002 -0.0088349999999999974 -0.065229999999999996 -1.0000000180025095e-35 -0.03241999999999999 0.094275000000000012 0.31299000000000005 -0.0057949999999999989 0.081805000000000017 -0.082249999999999976 -0.026509999999999995 -0.087414999999999979 -0.085804999999999979 -0.092739999999999975 -0.081069999999999989 0.085045000000000023 -0.051074999999999988 -0.083284999999999984 0.090210000000000012 0.11910500000000002 -0.13027499999999997 0.083135000000000014 -0.020429999999999997 0.039215000000000007 0.079055000000000014 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 10 -7 28 9 -3 -6 -10 13 15 24 -9 -17 -18 -19 21 -21 -20 -23 -5 25 27 -27 -15 -1 -26
right_child=2 8 -4 23 5 6 -8 12 11 -11 -12 -13 -14 14 -16 16 17 18 19 20 -22 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.00011190763075969049 -0.0013946108018549591 0.0058520649618003517 0.0048355286101078882 0.0025521654919016742 0.0060898891353810373 -0.0030094509457492015 0.0040584686835063626 0.0057960163817783314 0.0020569897612885517 0.001938912069042841 0.0017417956994904673 -0.0016856009805342185 0.0067929201634027636 0.0086485155758314908 -0.00052151549287373202 -0.00010666293319841118 0.0069151896419689845 0.00088017880276311197 0.0077398071125415815 0.0062674604018400542 0.003401584357269137 0.0054129832104791139 0.0011854099406098779 0.00093779606954651142 0.0041763755439918364 -0.0012007753461754571 0.0025457694214440253 0.0041183237339658986 0.0039901930239284412 0.0033287463952972373
leaf_weight=28 39 20 28 132 22 22 20 110 34 46 22 25 26 21 20 23 38 20 35 41 245 123 22 153 1339 27 98 29 20 293
leaf_count=28 39 20 28 132 22 22 20 110 34 46 22 25 26 21 20 23 38 20 35 41 245 123 22 153 1339 27 98 29 20 293
internal_value=0 0.0038731 0.00159481 0.00131475 0.0039677 0.00217742 0.000356225 0.00402789 0.00187223 0.00312472 0.00391584 0.000471146 0.00407187 0.00404339 0.00387256 0.00451844 0.00426152 0.00445325 0.00426075 0.00440584 0.00381243 0.00534872 0.00477156 0.0016855 0.0039212 0.00296066 0.00173652 0.006021 0.00172786 0.0040242
internal_weight=0 2769 352 324 2644 86 42 2558 125 66 44 59 2510 2484 1827 657 547 524 486 466 286 180 145 285 1807 175 125 50 48 1632
internal_count=3121 2769 352 324 2644 86 42 2558 125 66 44 59 2510 2484 1827 657 547 524 486 466 286 180 145 285 1807 175 125 50 48 1632
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=31
num_cat=0
split_feature=1 3 4 3 123 2 4 14 4 1 1 0 0 49 1 49 0 47 52 1 0 156 3 160 4 0 15 0 133 49
split_gain=9.70405 1.92947 0.78169 0.610226 0.572723 0.492251 0.343271 0.300643 0.306409 0.235126 0.234233 0.22848 0.213679 0.203526 0.165747 0.224344 0.158366 0.154187 0.130627 0.126898 0.118396 0.11019 0.0926819 0.15932 0.0833255 0.0765208 0.0731941 0.0731926 0.0726279 0.072363
threshold=0.10312500000000001 -0.059315 0.27834500000000006 0.31534000000000006 1.0000000180025095e-35 0.13501500000000002 -0.35136499999999998 0.062655000000000016 0.0061450000000000003 0.12337000000000002 0.09253500000000002 -0.11173999999999999 -0.13027499999999997 -0.054984999999999992 0.083345000000000016 -0.0060549999999999988 -0.079119999999999982 0.10305500000000002 0.048770000000000008 0.13075500000000004 -0.11991499999999998 -0.0071349999999999998 -0.11171999999999999 -0.080719999999999986 0.42642000000000008 -0.010949999999999998 -0.059484999999999989 -0.15599999999999997 0.0068000000000000014 -0.085174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 6 5 7 -3 8 11 17 -6 27 -11 -2 20 -16 -13 24 -5 -4 -10 -18 23 -23 29 -7 -14 -1 -15 -8
right_child=1 3 19 18 10 25 9 -9 14 12 -12 16 26 28 15 -17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058362041665873895 0.00043362680384341409 0.00052799390491437611 0.00041129980497166556 0.00010387926477148211 0.00060633074238707313 0.00051671388351406499 0.00042646815306415743 0.00076343622615162622 0.00070453021430806628 0.00041835753030816533 0.00039622478105803838 0.00067162320317683201 0.00019513631282385053 0.00063957399106493178 0.00034370446369012922 0.00057624914658843381 0.00073324075411647447 0.0004880813039455782 0.00025744359981109667 0.00024375133079421871 0.0005952749869735513 0.00043108714181394164 0.00063649828730716503 0.00061727107260218129 0.00041904457598267235 0.00035889874848108442 0.00031936566227489644 0.00044004353146780937 0.00051231291583355733 0.00029892070244764984
leaf_weight=43 26 34 63 57 34 27 20 84 46 26 51 1159 88 125 22 58 39 32 34 24 223 24 473 67 40 21 23 20 20 118
leaf_count=43 26 34 63 57 34 27 20 84 46 26 51 1159 88 125 22 58 39 32 34 24 223 24 473 67 40 21 23 20 20 118
internal_value=0 0.000380044 0.000516392 0.000305515 0.000638331 0.000644157 0.000339971 0.000648334 0.000643887 0.000321548 0.000480267 0.000654066 0.000258355 0.000593376 0.000590655 0.000512299 0.000658215 0.000362773 0.000161255 0.00036508 0.000613958 0.000632443 0.000625473 0.000568168 0.000340246 0.00044767 0.000220878 0.00053804 0.000622021 0.000317406
internal_weight=0 730 258 472 2391 2306 381 2258 2174 347 85 1825 137 171 349 80 1762 210 91 87 269 603 564 91 178 48 111 63 145 138
internal_count=3121 730 258 472 2391 2306 381 2258 2174 347 85 1825 137 171 349 80 1762 210 91 87 269 603 564 91 178 48 111 63 145 138
is_linear=0
shrinkage=0.00196078


Tree=8818
num_leaves=31
num_cat=0
split_feature=1 3 4 124 148 97 2 15 12 132 3 47 9 12 0 11 43 13 43 48 147 16 3 4 16 43 3 400 13 133
split_gain=0.16752 0.0321646 0.0297446 0.0247266 0.0247932 0.0257643 0.0361889 0.0359091 0.0292595 0.0222084 0.0221805 0.0200327 0.0184443 0.0183826 0.0328903 0.0205709 0.0332703 0.0239303 0.0349908 0.0213004 0.0167885 0.0168691 0.0165889 0.0167063 0.0246176 0.0189621 0.0228683 0.0250364 0.0200879 0.0181322
threshold=0.11146500000000002 0.31299000000000005 0.27834500000000006 0.0049200000000000008 -0.043434999999999994 -0.049229999999999996 0.11474000000000002 -0.41942499999999994 0.092465000000000006 0.10613500000000002 0.42240500000000009 0.089100000000000013 -1.0000000180025095e-35 -0.086254999999999984 -0.07384499999999998 1.0000000180025095e-35 -0.20207499999999998 -0.117405 0.13895500000000002 0.078735000000000013 0.093875000000000014 -0.5335399999999999 0.10893000000000001 0.0061450000000000003 -0.44310499999999992 0.0016850000000000001 -0.092644999999999991 -0.065974999999999992 -0.095304999999999987 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 4 -2 -6 7 -7 -9 10 -3 -10 -1 14 -14 17 -17 18 -15 -18 21 -4 23 25 -25 -19 -27 -28 -29 -30
right_child=1 9 20 -5 5 6 -8 8 11 -11 -12 -13 13 15 -16 16 19 22 -20 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.0016696344279954511 0.00017306541491832054 0.00066276511714722102 -0.00040790173341520136 -0.00019322694179209067 0.00031887307043441319 0.0016517983504620915 0.0022284297057304464 0.0081879549892619249 0.0068595152145818532 0.0031065355404280128 -0.0031454675964778288 0.0033542152322687414 0.0038102529105245421 0.00010603471029233853 -0.00024321667061975372 0.0017063276983959521 0.005174108888905753 0.0044581909313098113 0.0051270674812890918 0.0081249282890630339 0.0045915645873174076 0.0030375117664570334 0.0014234744160520759 0.0050998074497697471 0.003091145469372703 0.00093097910927287468 0.0070419472324394286 0.0065731795327294441 0.0023633708419576994 0.0040944251505961862
leaf_weight=31 35 65 30 32 33 35 159 27 23 26 20 56 87 35 26 23 116 1472 23 31 20 27 22 79 268 29 23 21 106 141
leaf_count=31 35 65 30 32 33 35 159 27 23 26 20 56 87 35 26 23 116 1472 23 31 20 27 22 79 268 29 23 21 106 141
internal_value=0 0.00205509 0.00403502 0.00247302 0.00270487 0.00297098 0.00326271 0.00442903 0.00534603 0.000549012 -0.00023329 0.00437475 0.00409388 0.00412391 0.0028776 0.00418287 0.00524303 0.00410164 0.00209713 0.00579639 0.00209879 0.00122414 0.00415544 0.00418354 0.00354845 0.00430652 0.00360885 0.00387571 0.00360399 0.00335154
internal_weight=0 511 2610 400 368 333 300 141 106 111 85 79 2533 2502 113 2389 170 2219 58 147 77 57 2161 2139 347 1792 320 291 268 247
internal_count=3121 511 2610 400 368 333 300 141 106 111 85 79 2533 2502 113 2389 170 2219 58 147 77 57 2161 2139 347 1792 320 291 268 247
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=31
num_cat=0
split_feature=1 2 0 2 4 13 12 34 0 0 13 49 97 33 1424 15 1 43 13 49 158 128 48 48 52 51 156 133 475 42
split_gain=0.137681 0.0402874 0.0283197 0.030666 0.0202842 0.0192237 0.0359471 0.0229759 0.0207356 0.027957 0.0201567 0.0209737 0.0182256 0.0183836 0.0179655 0.0177683 0.0399151 0.0176785 0.0157026 0.0169681 0.0153304 0.0156207 0.0150471 0.0307039 0.0150313 0.0149985 0.0258917 0.0221831 0.0197304 0.0349301
threshold=0.12000500000000001 0.10252500000000002 -0.13843999999999998 0.15609500000000001 0.42642000000000008 -0.072819999999999982 0.097825000000000009 -0.028109999999999996 -0.10324499999999999 -0.13455999999999999 0.10935500000000002 0.14233500000000002 -0.0047149999999999996 0.083840000000000012 1.0000000180025095e-35 -0.41942499999999994 0.14262000000000002 -0.072864999999999985 -0.088854999999999976 0.10347500000000003 0.07968500000000002 0.079650000000000012 -0.065739999999999979 0.078735000000000013 -0.063789999999999986 -0.095144999999999993 0.088855000000000003 0.084760000000000016 -0.085684999999999997 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 18 22 6 8 -7 9 -2 11 17 -1 14 20 -10 -17 -9 -4 -20 25 -22 -3 -24 -19 26 27 -14 29 -27
right_child=5 2 3 -5 -6 7 -8 10 15 -11 -12 -13 13 -15 -16 16 -18 24 19 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0016328135141147637 0.00078601586945547641 0.0034813824611214491 0.0018979033759566385 -0.00037833933655003258 0.0045670352489899169 -0.00058137559737168399 -0.0032204461705294396 0.0016225856152318773 0.001770419020985448 0.0055133942493491555 0.00085617805208047782 0.00051333491130208127 -0.0015036158304175607 0.0068318368447944523 0.0066958544509751463 0.001465619013955196 -0.0044285235489951447 0.0027390215347986671 0.0040403295585861093 0.0024655979014200609 0.0042761675293506562 0.007204662002623082 -0.0022088762668247982 0.0016876921819038125 0.0060829434015719991 0.0069635965064792672 0.0036998776388606314 0.0030501088225355489 0.0036587060805284496 0.0028930752752097076
leaf_weight=39 29 26 57 22 22 26 21 21 43 22 44 20 23 20 21 27 20 20 296 89 204 20 26 91 41 49 74 20 1651 37
leaf_count=39 29 26 57 22 22 26 21 21 43 22 44 20 23 20 21 27 20 20 296 89 204 20 26 91 41 49 74 20 1651 37
internal_value=0 0.00356969 0.00286546 0.00326559 0.00174024 0.00142116 0.000639438 0.00215743 0.00121431 0.00282528 0.00264516 0.00341688 0.00377496 0.00381438 0.00378563 0.000301436 -0.00104253 0.00412507 0.00344696 0.0036763 0.00375622 0.00453764 0.00130535 0.000821788 0.00498658 0.00366181 0.0025659 0.000614396 0.00373563 0.00521233
internal_weight=0 2787 629 464 165 334 162 172 141 51 146 102 2158 2119 2099 90 47 82 442 385 2078 224 143 117 61 1854 117 43 1737 86
internal_count=3121 2787 629 464 165 334 162 172 141 51 146 102 2158 2119 2099 90 47 82 442 385 2078 224 143 117 61 1854 117 43 1737 86
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 14 2 1 2 3 2 4 0 1 47 49 12 4 0 50 12 2 40 3 160 0 1 4 48
split_gain=9.9842 1.76676 0.771999 0.666191 0.59291 0.504425 0.414537 0.389991 0.284187 0.260706 0.244886 0.198534 0.185558 0.183543 0.281452 0.185908 0.164902 0.157517 0.151132 0.13434 0.133343 0.12229 0.110836 0.108056 0.107639 0.091763 0.0845986 0.0833332 0.0818099 0.0713078
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.10188000000000001 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.11658 0.13501500000000002 -0.062539999999999984 -0.10096999999999999 0.085345000000000018 0.078875000000000015 -0.054984999999999992 0.09141500000000001 -0.52556499999999995 -0.15202999999999997 0.041865000000000006 0.084100000000000022 0.094835000000000017 -0.077714999999999992 -0.14989499999999997 0.085130000000000011 -0.060129999999999996 0.13265500000000002 0.042705000000000007 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 13 23 22 28 11 29 -11 14 19 25 -2 18 -15 -1 -6 -21 -4 -3 -20 -16 -19 -14 -9 -7
right_child=1 4 8 -5 20 10 -8 9 -10 12 -12 -13 27 17 15 -17 -18 26 24 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085779917565351454 0.00050641207924812957 0.00036973581654920807 0.00075839560698060427 0.0004388801484820055 0.00020364840357320547 0.00069185856239915302 0.00086381171904583505 0.00066850175460179647 0.00047036790882751337 0.00058301332507966453 0.00046293127419901828 0.00052752985575082892 0.00040918796978213522 0.00089862118240919056 0.00041757464949406832 0.00072525459469533436 0.00068753224836333102 0.0007072745318848706 0.00059550028659549419 0.00055474550554565356 0.00036411355579690519 0.00072946136008936093 0.00059206696045429968 0.00023805404060027178 0.00074063502907995243 0.00058557435168939478 0.00061334947306735841 0.00028177166940407779 0.00051045876464698005 0.00061261119847052462
leaf_weight=23 23 46 24 84 85 272 83 20 66 22 25 37 139 23 25 20 121 471 20 20 26 67 43 50 1112 25 40 23 34 52
leaf_count=23 23 46 24 84 85 272 83 20 66 22 25 37 139 23 25 20 121 471 20 20 26 67 43 50 1112 25 40 23 34 52
internal_value=0 0.000437299 0.000706961 0.000577653 0.000365387 0.000715307 0.000728255 0.000406648 0.000561689 0.000449201 0.000650604 0.000663601 0.000414044 0.00072216 0.000662678 0.000565483 0.000658603 0.000728586 0.000741268 0.000724529 0.000241235 0.000689297 0.000651647 0.000301152 0.000738071 0.000501575 0.000699922 0.000391098 0.000568993 0.00067914
internal_weight=0 673 2448 228 445 2315 1929 334 133 238 386 361 184 1846 180 70 144 1666 1155 110 111 87 67 96 1132 50 511 162 54 324
internal_count=3121 673 2448 228 445 2315 1929 334 133 238 386 361 184 1846 180 70 144 1666 1155 110 111 87 67 96 1132 50 511 162 54 324
is_linear=0
shrinkage=0.00196078


Tree=8821
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 1 2 1 4 14 4 0 11 3 2 1 4 12 1 52 0 47 4 14 1 133 4
split_gain=8.08285 1.32446 0.796661 0.720204 0.614912 0.375145 0.306924 0.271202 0.241634 0.236194 0.18404 0.130062 0.120814 0.109587 0.084591 0.0915554 0.090627 0.0830212 0.0800711 0.0680269 0.0602439 0.0596645 0.0591538 0.0830025 0.0542407 0.137527 0.059837 0.0540424 0.053327 0.0512529
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.14122000000000004 0.086920000000000011 0.27834500000000006 0.062655000000000016 0.0067750000000000006 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.14122000000000004 0.16540500000000002 -0.0073899999999999999 0.08401500000000002 0.090840000000000018 0.039215000000000007 -0.10836499999999999 0.090100000000000013 0.41555500000000006 -0.42495999999999995 0.11588000000000001 0.11667000000000001 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 17 10 27 18 -5 11 12 14 -1 20 15 16 -7 24 -4 -18 -12 -17 23 -21 26 -26 -3 -6 -25 -2
right_child=1 2 7 8 6 9 -8 -9 -10 -11 13 -13 -14 -15 -16 21 19 -19 -20 22 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.00057154241289222765 0.0005793660256792518 0.00034225850844971366 0.00015209696623359753 0.00050640649418964249 0.00055319084825678768 0.00040979632580814574 0.00028903542443278328 0.00036260213286878711 0.00030129723832906309 0.0003655285333536676 0.00047654908026258151 0.00036247485719036822 0.00066574103240448314 0.00044323107470628997 0.00039705765013601266 0.00068082959712052543 0.000543357681379038 0.00016769244183414901 2.542660682032187e-05 0.00035836987138050154 0.00054955602442945139 0.0005562857798501557 0.00053419253588014956 0.00051142099555358798 0.00042482065239070761 0.00021193273392889429 0.00024875320887421035 0.00045239620965621376 0.00040965121288120352 0.00046913234236972782
leaf_weight=1085 50 31 150 34 39 28 39 23 63 41 50 20 55 51 20 21 321 30 22 20 332 50 120 113 28 20 174 43 24 24
leaf_count=1085 50 31 150 34 39 28 39 23 63 41 50 20 55 51 20 21 321 30 22 20 332 50 120 113 28 20 174 43 24 24
internal_value=0 0.000296135 0.000265561 0.000538765 0.000315241 0.000545597 0.00043223 0.000162635 0.000373191 0.000510378 0.000563016 0.000518436 0.000576087 0.000528602 0.000522786 0.000526394 0.000518826 0.000265221 0.000135895 0.000523931 0.00054 0.000593123 0.000501418 0.000476367 0.000276785 0.000336117 0.000262893 0.000500335 0.000493593 0.000543615
internal_weight=0 673 599 2448 404 2351 121 195 97 778 1573 737 1140 433 717 697 626 283 172 598 382 71 277 157 253 48 205 82 137 74
internal_count=3121 673 599 2448 404 2351 121 195 97 778 1573 737 1140 433 717 697 626 283 172 598 382 71 277 157 253 48 205 82 137 74
is_linear=0
shrinkage=0.00196078


Tree=8822
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 149 150 3 1 403 160 2 1429 1 1204 1204 2 15 52 1454 0 1446 52 42 484 42 0 1211 15 13
split_gain=0.181845 0.0558625 0.0409491 0.04179 0.0306851 0.0240362 0.0226759 0.02239 0.0219053 0.0260267 0.0223152 0.0214105 0.0388354 0.0248071 0.0255033 0.023935 0.0198933 0.0200042 0.0175195 0.0173178 0.0184614 0.0185401 0.0343202 0.0190238 0.0199109 0.0292768 0.0245907 0.0271676 0.0409306 0.023724
threshold=0.27287000000000006 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 0.25063000000000007 0.07770500000000001 -0.075789999999999982 -0.083654999999999993 0.091900000000000023 0.022375000000000003 0.088405000000000011 0.08647500000000001 0.084545000000000009 0.088975000000000012 -0.082759999999999986 -0.079429999999999987 0.086825000000000013 0.13592500000000005 0.12492500000000002 0.090210000000000026 -0.11242999999999999 0.086015000000000008 0.10611000000000001 0.090690000000000007 -0.081614999999999979 0.08426500000000002 -0.085034999999999986 0.080280000000000004 0.085935000000000025 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 5 18 -4 -5 -8 10 -10 12 19 14 -13 -16 -17 -18 -2 20 -1 22 23 24 25 -22 27 28 -26 -28
right_child=4 -3 3 7 -6 -7 8 -9 9 -11 -12 13 -14 -15 15 16 17 -19 -20 -21 21 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=0.0066591380791471561 0.0015310274566145907 8.1724082966419791e-05 0.0016585017655019422 -0.00098024828359484679 -0.0016931638616370038 0.0049285311269788787 0.0011442648834022492 0.0025950774899683895 0.0042892224255885545 0.0011594386324286462 0.0071094628625238939 0.0072437935976527772 0.00091469802234011395 0.00094555602611406996 0.00076042597182095055 0.0016143036773428321 0.0043889949370989525 0.0021135592524660751 0.0042951317336410288 0.0023613619116683066 0.0052599915195829594 0.0069062819916077649 0.0011525670569390058 0.0066382071026008967 0.005567539150243171 0.00051440202917617109 0.0027002047328278426 0.0027426124826349595 0.0099044236149638896 0.0048933188173735888
leaf_weight=68 277 33 39 20 24 26 23 141 433 25 30 28 24 23 20 28 1133 40 25 24 26 44 25 59 168 26 70 27 25 167
leaf_count=68 277 33 39 20 24 26 23 141 433 25 30 28 24 23 20 28 1133 40 25 24 26 44 25 59 168 26 70 27 25 167
internal_value=0 0.0041715 0.00422083 0.00356794 0.00175846 0.00201102 0.00398273 0.00215094 0.00416012 0.00430226 0.00447196 0.00445007 0.00487269 0.00419989 0.00425981 0.00419139 0.00424852 0.0043114 0.00175984 0.00500299 0.00509292 0.00492572 0.00477877 0.00493837 0.00474134 0.0028872 0.00495231 0.00571367 0.00612931 0.00424556
internal_weight=0 2769 2736 711 352 328 550 161 511 488 463 2025 753 1272 1249 1221 1201 1173 302 729 705 637 593 568 509 52 457 220 193 237
internal_count=3121 2769 2736 711 352 328 550 161 511 488 463 2025 753 1272 1249 1221 1201 1173 302 729 705 637 593 568 509 52 457 220 193 237
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 4 159 41 2 12 0 1 0 150 41 457 39 52 1429 158 4 15 43 16 0 1
split_gain=10.3645 1.39462 1.34328 0.887265 0.708664 0.493637 0.43153 0.356417 0.226816 0.224251 0.180657 0.157241 0.152518 0.149963 0.147278 0.141921 0.134394 0.127883 0.125494 0.123788 0.103529 0.101193 0.100078 0.0735419 0.0928874 0.10865 0.0679977 0.0662688 0.0636403 0.110595
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.091545000000000015 0.14285500000000004 -0.0086549999999999978 -0.17966999999999997 0.084250000000000005 0.075585000000000013 0.10444500000000002 0.12757000000000002 -0.068189999999999987 0.16175000000000003 -0.23194499999999998 1.0000000180025095e-35 0.083525000000000016 0.045365000000000009 0.087880000000000014 -1.0000000180025095e-35 -0.015219999999999999 0.07968500000000002 -0.46376499999999993 -1.0000000180025095e-35 -0.040344999999999992 -0.073404999999999984 -0.11173999999999999 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 16 20 11 10 13 -6 17 28 14 27 19 -7 -1 26 -13 -11 -3 -14 -2 24 -18 -26 -5 -8 29 -4
right_child=1 5 6 7 9 15 8 -9 -10 12 -12 18 21 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00075589748574238192 0.0006925736040992533 0.00036009004470067451 0.00066325070857386592 0.00039528971142287737 0.00060525279560472145 0.00018907929548180356 0.00066957912602756372 0.0001970928341420882 0.00056282291013528326 0.00055862498133392284 0.00027932824972551795 0.00083849211660212285 0.00024752190397075356 0.00050052394036022188 0.0003364918453209021 2.7350620969253429e-05 0.00065452963655386056 0.00034631645404486523 0.00066622040707408942 0.00041979556513387106 0.00023800818388763404 0.00040712720817989771 0.00054401378578834236 0.00068348638557194858 0.00058717888004850591 0.00045131119681977118 0.00052108918538897996 0.00062491158835925131 0.00066771063793437304 0.00048311259949068523
leaf_weight=22 22 96 38 24 31 126 197 44 250 58 38 37 24 31 27 25 41 41 29 43 37 42 84 29 72 33 53 363 1144 20
leaf_count=22 22 96 38 24 31 126 197 44 250 58 38 37 24 31 27 25 41 41 29 43 37 42 84 29 72 33 53 363 1144 20
internal_value=0 0.000337977 0.000626566 0.000429817 0.000525583 0.000239024 0.000646773 0.000352951 0.000612333 0.000450398 0.000396911 0.000669615 0.000425653 0.000633276 0.000465131 0.000162303 0.000611455 0.000434777 0.000762797 0.000499519 0.000326127 0.000349089 0.000574847 0.000593297 0.000575383 0.000544478 0.000481879 0.000640625 0.000664498 0.000601134
internal_weight=0 590 2531 306 422 284 2109 200 841 225 156 1268 194 591 128 151 197 118 66 101 133 66 106 175 146 105 77 560 1202 58
internal_count=3121 590 2531 306 422 284 2109 200 841 225 156 1268 194 591 128 151 197 118 66 101 133 66 106 175 146 105 77 560 1202 58
is_linear=0
shrinkage=0.00196078


Tree=8824
num_leaves=31
num_cat=0
split_feature=1 3 4 12 4 49 51 12 16 52 40 2 48 48 1375 14 16 12 3 13 1 2 12 12 151 47 15 3 1446 15
split_gain=0.188888 0.0324933 0.0314586 0.026438 0.0250278 0.0247379 0.0224738 0.0207204 0.0244179 0.0319997 0.0376729 0.0186716 0.0199926 0.0224274 0.0225254 0.0176397 0.0223394 0.0300974 0.032909 0.0280599 0.0271979 0.0166644 0.0166518 0.0268265 0.0264305 0.0262198 0.0291456 0.0258348 0.0259411 0.0282544
threshold=0.11146500000000002 0.31534000000000006 0.27834500000000006 -0.42850999999999995 -0.010655 -0.056454999999999991 -0.40274499999999996 -0.010834999999999999 -0.090344999999999995 -0.087769999999999987 -1.0000000180025095e-35 0.13712500000000002 0.11619500000000001 0.10255000000000002 -0.16449999999999998 -0.47071999999999997 -0.42170999999999997 0.11903500000000002 0.12745000000000004 -0.0079349999999999993 0.11392000000000001 0.10222000000000002 0.08598500000000002 0.085885000000000017 -0.14575499999999997 0.079855000000000023 -0.099734999999999976 0.10893000000000001 0.087090000000000015 0.098485000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -3 5 -2 -6 8 -1 21 -11 12 13 14 -9 -8 20 18 19 -18 -17 -10 23 24 -16 27 -27 28 29 -26
right_child=1 3 -4 -5 6 -7 15 11 9 10 -12 -13 -14 -15 22 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0051463532168522117 0.0018812583138545355 0.002652940282774473 0.0023084086683494123 -0.00089428371643986225 0.0046014968579744589 0.0053328976340448475 0.0046137247488579969 0.0020608262272199264 0.006188522779072325 0.0026331448468512723 -0.0022880651394370944 0.0022737466222725999 0.0071360823789811028 0.0027922218850787283 0.0079058440091709301 0.0055573234997259892 0.00072797140104551646 0.0045029735728166998 0.0027581158000975848 -0.0027680412657853024 0.0019071642007972849 0.0025650561919478192 0.0043614782751906014 0.0083176855734326764 0.0046523731000909351 0.0048519024657535147 0.0097436336756107356 0.0010761039525580905 0.0020918084406042221 0.0078653279145986868
leaf_weight=56 33 34 77 55 34 56 22 37 30 70 20 39 28 79 27 26 58 20 40 38 95 22 1478 23 487 29 21 21 37 29
leaf_count=56 33 34 77 55 34 56 22 37 30 70 20 39 28 79 27 26 58 20 40 38 95 22 1478 23 487 29 21 21 37 29
internal_value=0 0.00219723 0.00429964 0.000460836 0.00256343 0.00405308 0.0021653 0.00436017 0.00337799 0.0026806 0.00153954 0.00444346 0.00448031 0.00444752 0.00450726 0.00188827 0.00167181 0.000880903 0.000348246 -0.000655867 0.0026915 0.00465552 0.00454932 0.00496125 0.00484266 0.00471012 0.00690643 0.00451881 0.00464954 0.00483295
internal_weight=0 511 2610 89 422 89 333 2533 198 142 90 2335 2296 2268 2189 299 277 156 136 96 121 52 2152 674 651 624 50 574 553 516
internal_count=3121 511 2610 89 422 89 333 2533 198 142 90 2335 2296 2268 2189 299 277 156 136 96 121 52 2152 674 651 624 50 574 553 516
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=31
num_cat=0
split_feature=1 124 52 52 4 457 31 2 15 1 42 0 47 43 151 49 15 0 4 484 447 148 147 148 1427 402 402 129 1446 4
split_gain=0.152999 0.0280755 0.0274731 0.0345182 0.0193309 0.0308784 0.0197249 0.0297547 0.0268391 0.0220823 0.0192533 0.0185374 0.0183085 0.0282668 0.0183105 0.0206925 0.017747 0.02984 0.0201632 0.0221668 0.0170112 0.0164845 0.0149574 0.0147568 0.0149342 0.0154436 0.0397197 0.0235198 0.0240087 0.0186495
threshold=0.11146500000000002 -0.076779999999999987 -0.23375999999999997 -0.16675999999999999 -0.033174999999999989 0.094310000000000019 -0.018414999999999997 0.11389000000000002 -0.41942499999999994 0.11588000000000001 0.091625000000000012 -0.040504999999999992 0.11227500000000001 -0.076484999999999984 -0.40381499999999992 0.13087000000000001 -0.41942499999999994 -0.043914999999999989 0.51164000000000009 0.090535000000000018 0.084065000000000015 -0.083779999999999979 0.093615000000000018 -1.0000000180025095e-35 0.088585000000000011 0.090595000000000023 0.10052500000000002 -0.048309999999999992 0.11483500000000001 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 11 6 -6 8 -8 -10 -1 -5 14 -14 -3 20 18 -18 -9 -20 23 -22 -23 -16 25 27 -27 -25 29 -29
right_child=2 12 3 4 5 -7 7 16 9 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0029984198989133526 0.0039152965843641139 0.0065292965820325276 -0.0020729666170866594 0.006041937665126864 -0.00027271634458589394 -0.0017915804868910831 0.0013351870774595928 0.0046730379236797834 0.0072327239454766231 0.0034639238801077534 -0.00022386411834635179 0.0018401943169356811 0.0043380689090834219 -0.00042109570301060261 0.0067486282996833324 0.0016422032536770291 0.0014069645839280133 -0.0026842585256831213 0.0030854275682941079 -0.00074642904152054921 0.0040338954383562524 -0.00080829994869418458 0.0030591755761997779 0.00048319612164050342 0.0058883298920201404 0.007625206827069634 0.0041565630179041481 0.0061690127277152472 0.0012553299683724728 0.003931550680398607
leaf_weight=118 64 28 23 21 37 24 39 29 22 53 22 21 26 24 20 38 94 22 36 26 38 20 20 20 42 40 189 38 33 1894
leaf_count=118 64 28 23 21 37 24 39 29 22 53 22 21 26 24 20 38 94 22 36 26 38 20 20 20 42 40 189 38 33 1894
internal_value=0 0.00386968 0.0019775 0.00170006 0.00190473 0.00168084 0.00191362 0.00216563 0.00346298 0.00456944 0.00249206 0.00394107 0.00394776 0.00205367 0.00398689 0.00395713 0.00145115 0.000631043 0.00249655 0.00147852 0.0039945 0.00254238 0.00112544 0.00404427 0.00402029 0.00398485 0.00476244 0.00389515 0.00392988 0.00397556
internal_weight=0 2610 511 447 424 382 358 321 114 75 140 42 2470 50 2420 2392 207 116 91 62 2354 78 40 2276 2256 2214 229 1985 1965 1932
internal_count=3121 2610 511 447 424 382 358 321 114 75 140 42 2470 50 2420 2392 207 116 91 62 2354 78 40 2276 2256 2214 229 1985 1965 1932
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 3 2 1 4 47 47 4 3 0 12 159 49 3 14 2 1 1 150 1 16 49
split_gain=9.42648 1.15654 0.96337 0.671742 0.596938 0.518906 0.383497 0.306902 0.257839 0.204635 0.170689 0.163388 0.144638 0.131634 0.12505 0.121214 0.166299 0.118702 0.1494 0.116028 0.10239 0.105587 0.101754 0.0911155 0.107644 0.0874225 0.0866903 0.0759213 0.0693231 0.0663425
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 0.27287000000000006 -0.15464999999999998 -0.11171999999999999 0.11704500000000001 0.12958500000000003 -0.0083799999999999986 0.091680000000000011 0.077555000000000013 -0.046564999999999988 0.092670000000000016 -0.088774999999999979 0.13597000000000004 0.084250000000000005 -0.063424999999999981 -0.013929999999999998 0.076175000000000007 0.088930000000000023 0.081315000000000012 0.16175000000000003 1.0000000180025095e-35 0.13075500000000004 -0.36241499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 10 7 22 19 -5 -1 -2 29 17 20 15 -11 -17 -8 -19 26 21 -10 23 -4 -25 -7 -3 -6 -22 -9
right_child=1 5 6 8 27 25 12 11 13 14 -12 -13 -14 -15 -16 16 -18 18 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0004156303811863312 0.00056919219585518108 0.00043713024681462439 0.00064018594693591167 0.00057405953251180193 0.00035379511161762124 0.00017171659335243363 0.00069579181507250197 0.00020930523527603524 0.00031819786409587806 0.00065303246835101856 0.00036989334167218674 0.00017125187153642233 0.00054047535457407887 0.00050160122221214426 0.00071288722055945909 0.00057879697297109304 0.00038979401240878993 0.00059553321616188871 0.00043413523022476058 0.00026963962233123414 0.0003850113814886305 0.00049126243890571365 0.00072441077128192438 0.00061340198399952039 0.0004913592139764993 3.0916211926608749e-05 0.00032417767194363841 0.0002214562567498754 0.00025495730623529823 0.00034292626749797198
leaf_weight=26 95 72 913 35 50 88 43 20 23 58 20 71 251 31 32 96 22 534 23 37 26 33 46 268 31 21 41 25 40 50
leaf_count=26 95 72 913 35 50 88 43 20 23 58 20 71 251 31 32 96 22 534 23 37 26 33 46 268 31 21 41 25 40 50
internal_value=0 0.000319814 0.000595034 0.000509515 0.000445775 0.000259982 0.000612145 0.000303205 0.000422237 0.000579635 0.000534532 0.000237527 0.000579998 0.000387506 0.000600136 0.000579636 0.000543559 0.000596531 0.000588869 0.000364942 0.000358515 0.000420182 0.000633892 0.000630457 0.000600749 0.00014459 0.000396147 0.000309682 0.000306191 0.000304749
internal_weight=0 590 2531 422 190 400 2109 291 188 234 115 141 851 153 208 176 118 600 557 150 122 56 1258 1212 299 109 113 75 66 70
internal_count=3121 590 2531 422 190 400 2109 291 188 234 115 141 851 153 208 176 118 600 557 150 122 56 1258 1212 299 109 113 75 66 70
is_linear=0
shrinkage=0.00196078


Tree=8827
num_leaves=31
num_cat=0
split_feature=1 155 3 0 2 9 4 15 10 0 15 48 42 13 14 12 45 48 43 0 13 12 3 1213 133 42 1 160 160 151
split_gain=0.160792 0.0502377 0.0311969 0.0260445 0.0258892 0.0364826 0.0235811 0.0275892 0.0225038 0.0220674 0.0225924 0.0231099 0.0201209 0.0238794 0.025657 0.0189259 0.0159872 0.0170095 0.0309731 0.0294678 0.0178879 0.021111 0.0184489 0.0277755 0.0174523 0.0153397 0.0219225 0.0184643 0.0234714 0.0281266
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 0.22582000000000002 0.10252500000000002 -1.0000000180025095e-35 -0.050494999999999991 1.0000000180025095e-35 -0.0026549999999999994 0.024095000000000002 -0.14712999999999996 0.084855000000000014 -0.019989999999999997 -0.011914999999999999 -0.10708499999999999 -0.42850999999999995 0.081955000000000014 0.093265000000000015 -0.53814999999999991 -0.030209999999999997 0.038215000000000006 0.082095000000000015 -0.098469999999999988 -0.060974999999999994 -0.40071499999999999 -0.079539999999999986 0.088875000000000023 -0.089744999999999978 -0.081969999999999987 -0.22379999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 16 5 8 -6 12 -2 10 -7 -12 -8 -14 -15 -4 17 18 -1 -19 25 -22 -23 -24 -25 26 -20 -27 -29 -30
right_child=1 -3 15 -5 6 9 7 -9 -10 -11 11 -13 13 14 -16 -17 -18 19 20 -21 21 22 23 24 -26 27 -28 28 29 -31
leaf_value=0.0074912922525847405 0.0023145286244974335 0.0050173392447036211 0.0024133249232545497 0.00044837039728008683 0.0041681014810915499 0.0073484845459461214 -0.00059151354493693477 -0.0017281658540014178 -0.0016904586489545183 0.00082472025136336342 0.0042396848027466882 0.00060409565296140502 0.00098680363680271198 0.0056858365066416033 0.0022921551032303706 -0.00044860085729263072 0.0067554280987348076 0.0035784872468420364 0.0045730121014380077 -0.00040719039915573037 0.0006247336118206106 0.0044368515208201564 0.0052691781750092148 0.0038248500879853966 0.00024926687948145841 0.0047907831800714611 0.0075620591528368772 0.0023785706966164264 0.0075622616610913117 0.0039532717642724582
leaf_weight=27 47 66 35 20 38 20 31 24 20 22 139 20 106 28 109 68 22 159 269 21 27 115 26 20 43 284 27 94 22 1172
leaf_count=27 47 66 35 20 38 20 31 24 20 22 139 20 106 28 109 68 22 159 269 21 27 115 26 20 43 284 27 94 22 1172
internal_value=0 0.0023788 0.00213249 0.0040416 0.0024068 0.00313987 0.0018221 0.00152294 0.00111901 0.00381349 0.00418083 0.00378238 0.00180771 0.00211378 0.00298575 0.000523898 0.00407247 0.00404688 0.0041259 0.00311349 0.00408261 0.00325247 0.00360026 0.00251926 0.00138437 0.00418527 0.00484566 0.00406092 0.00389999 0.00401977
internal_weight=0 773 707 2348 604 268 336 298 67 201 179 159 274 243 137 103 2328 2306 2126 180 2099 231 204 89 63 1868 296 1572 1288 1194
internal_count=3121 773 707 2348 604 268 336 298 67 201 179 159 274 243 137 103 2328 2306 2126 180 2099 231 204 89 63 1868 296 1572 1288 1194
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=31
num_cat=0
split_feature=1 155 399 3 0 155 51 12 0 401 4 15 128 3 43 3 1452 4 3 1456 1375 3 52 3 43 1 131 16 457 43
split_gain=0.130599 0.0456381 0.0335516 0.03476 0.0299127 0.0226495 0.0217081 0.0202311 0.0187514 0.0233619 0.0468449 0.0384899 0.0216392 0.0193045 0.0176534 0.0203389 0.0175949 0.0179353 0.0212143 0.0283305 0.0263072 0.0224467 0.0210799 0.0216063 0.02295 0.0196502 0.0358086 0.0178305 0.0197362 0.0171492
threshold=0.096325000000000008 0.11245500000000001 1.0000000180025095e-35 -0.053259999999999995 0.10455500000000001 0.12016500000000001 0.090230000000000019 0.096395000000000022 -0.076579999999999995 0.080710000000000018 -0.55119499999999988 0.090750000000000011 0.093785000000000021 0.090900000000000009 -0.084004999999999982 -0.116045 0.087755000000000014 -0.085594999999999991 -0.085384999999999975 -0.089834999999999984 0.081895000000000009 -0.086049999999999988 0.088185000000000013 -0.086554999999999979 0.0047850000000000011 0.08592000000000001 0.07635500000000002 0.23311500000000004 0.079590000000000008 -0.095589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 7 8 -2 -5 13 10 -10 -11 14 16 15 -12 17 -1 19 -19 21 22 23 24 25 -21 -27 28 -20 -17
right_child=1 -3 -4 4 -6 -7 -8 -9 9 11 12 -13 -14 -15 -16 29 -18 18 27 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0046583704855798777 0.0026865166999462506 0.0045966511915515483 -0.0016651031724904898 0.001976289935970865 -0.0021372393984347583 0.00032296061515808112 0.0052412619551036287 -0.00058589016623569257 0.007695997843014387 -0.0022579857468372211 -0.00086060763992877164 0.0036819176413700918 0.0060297465175390245 0.0019713798022936457 0.0033380388506022043 0.0035402354125700962 0.005775531567865983 -0.00056300486903637648 0.0039447174707375032 0.0034896943651892194 0.0062478124471713921 0.00029241178978096558 0.001521102444967255 0.0066027771266501242 0.0056051671718402455 -0.0016377425752580168 0.00407370568386146 0.0017324961584937926 0.0058665199194046294 0.00017243305642512582
leaf_weight=244 226 75 24 466 20 20 39 33 24 20 22 24 25 52 349 54 50 20 855 151 28 27 55 23 39 23 21 34 57 21
leaf_count=244 226 75 24 466 20 20 39 33 24 20 22 24 25 52 349 54 50 20 855 151 28 27 55 23 39 23 21 34 57 21
internal_value=0 0.00223694 0.00201791 0.00213066 0.00165486 0.00367312 0.0030625 0.00180685 0.00370332 0.00319015 0.00338643 0.000981962 0.00316684 0.00386807 0.00300636 0.00181299 0.00392869 0.00387013 0.00372585 0.00310213 0.00330186 0.00305854 0.00329792 0.00367817 0.00339071 0.00294781 0.00108818 0.003981 0.00406483 0.00259725
internal_weight=0 883 808 784 519 2238 265 499 2218 539 495 44 471 1679 446 97 1627 1577 1333 387 367 339 312 257 234 195 44 946 912 75
internal_count=3121 883 808 784 519 2238 265 499 2218 539 495 44 471 1679 446 97 1627 1577 1333 387 367 339 312 257 234 195 44 946 912 75
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 1 2 14 2 4 457 1 1 4 1 0 2 16 160 52 16 47 47 12 3 0 15 0
split_gain=6.6396 1.0763 0.67096 0.593623 0.313484 0.276901 0.270803 0.179187 0.161348 0.138163 0.1297 0.152828 0.105751 0.135126 0.102533 0.096742 0.0974716 0.0930899 0.0838904 0.0828045 0.0779727 0.0761833 0.0748093 0.0622654 0.0619763 0.0590218 0.0586705 0.0567233 0.18452 0.0680845
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.091265000000000013 0.40473500000000007 0.12958500000000003 0.09253500000000002 0.14122000000000004 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.080930000000000016 0.084525000000000003 0.090540000000000023 0.04735000000000001 1.0000000180025095e-35 -0.038659999999999993 -0.0091949999999999983 -0.040964999999999994 -0.067824999999999983 0.0031350000000000002 0.10246000000000001 0.078345000000000012 0.10350500000000001 0.086850000000000024 -0.016324999999999996 -0.10607499999999999 -0.10469999999999999 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 9 24 10 -5 12 14 11 -3 15 -14 27 16 17 -6 -16 -8 -13 25 23 -2 -4 -17 -22 28 -1 -30
right_child=1 6 5 7 8 -7 19 -9 -10 -11 -12 20 13 -15 18 21 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00060661504081651284 0.0002619876942860813 0.00030560497951732479 0.00053423850174206015 0.00047157442233726092 0.0005051945112439359 0.00029244235210011113 0.00024901191145816826 0.0002949467692332887 0.00036297538440223799 0.00062086184548566336 0.00011493584474190815 0.0002667044703066603 0.00051034223240659668 0.00030401939941292032 0.00037763039283740247 0.00033079491009506163 0.00055894984264253864 0.00041606056631780135 0.00050180503815050773 0.00041365221666257365 0.00020714304509098522 0.00050333106786164142 0.00040243239123739452 0.00035368739568221252 0.00044489890818227395 0.00044588485189550365 9.6284506810536858e-05 0.00053758924283155878 0.00046959964686310758 0.00032376335326618716
leaf_weight=30 175 43 72 34 386 32 23 63 41 62 97 23 23 26 23 21 115 51 231 24 29 81 20 34 51 93 50 1116 32 20
leaf_count=30 175 43 72 34 386 32 23 63 41 62 97 23 23 26 23 21 115 51 231 24 29 81 20 34 51 93 50 1116 32 20
internal_value=0 0.000287274 0.0003553 0.000507179 0.000513381 0.000454924 0.000196887 0.000356857 0.000482929 0.000530216 0.000170435 0.000207563 0.000489108 0.000400865 0.000526345 0.000494896 0.000508158 0.000494792 0.000490561 0.000333084 0.000166231 0.000457353 0.000287868 0.000276905 0.000497195 0.000424684 0.000136979 0.000533932 0.000484157 0.000413509
internal_weight=0 673 384 2448 2351 155 289 97 837 1514 242 145 796 49 1452 747 552 437 254 47 102 195 229 209 123 114 79 1198 82 52
internal_count=3121 673 384 2448 2351 155 289 97 837 1514 242 145 796 49 1452 747 552 437 254 47 102 195 229 209 123 114 79 1198 82 52
is_linear=0
shrinkage=0.00196078


Tree=8830
num_leaves=31
num_cat=0
split_feature=1 2 0 2 9 4 0 15 106 14 48 15 1 4 12 4 14 1429 11 0 51 49 52 12 15 149 41 157 2 0
split_gain=0.136673 0.0398518 0.0251183 0.0262651 0.019282 0.0212845 0.0324544 0.0353556 0.0191745 0.0177574 0.016775 0.0251589 0.0200781 0.0234304 0.0197962 0.0167251 0.0167016 0.0187628 0.0178793 0.0156623 0.034472 0.0280032 0.0429899 0.0203546 0.0182249 0.0155618 0.0229728 0.0168611 0.0158472 0.0171239
threshold=0.12000500000000001 0.10252500000000002 -0.13843999999999998 0.15609500000000001 0.099965000000000012 0.50500500000000004 -0.10324499999999999 -0.41942499999999994 0.085655000000000009 0.076175000000000007 0.088005000000000014 -0.033689999999999991 0.14173500000000003 -0.046564999999999988 -1.0000000180025095e-35 0.42642000000000008 -1.0000000180025095e-35 -0.086994999999999989 0.085155000000000022 -0.11013499999999998 -0.031924999999999995 -0.0087849999999999977 0.048520000000000008 0.085495000000000015 -0.094329999999999983 0.079625000000000015 0.077565000000000009 -0.23976499999999998 -0.090999999999999984 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 15 -4 5 10 -7 -8 9 16 11 14 13 -12 -2 -3 -1 -18 19 20 -19 24 23 -23 -22 26 27 -21 -29 -30
right_child=4 2 3 -5 -6 6 7 -9 -10 -11 12 -13 -14 -15 -16 -17 17 18 -20 25 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0062747819679789254 0.0069939373061060905 0.001370308145642984 0.0033696068675081793 -0.00017058223443613811 -0.00094948825753817803 0.0035456884693953077 0.00088787844919124836 -0.0035468211966799574 0.0012189751436623435 0.0051810905397595731 0.0049467341747367758 0.0012120017303903119 -0.0014406083949974604 0.00075474333367310477 0.0031858043866990096 0.004332048621092161 0.0058462239209919253 -0.0011859842319972814 0.00072898076669800852 0.0014143357394884031 -0.00041309904045192528 0.0086389259054240868 0.001070432805202224 0.0043842879164478054 0.0031068082074757275 0.0063870167772454968 0.0013106851890766756 0.0014878544835012471 0.0038012265572823795 0.0061367244734356063
leaf_weight=25 20 143 442 22 32 28 64 25 30 85 20 41 21 40 43 22 39 20 21 30 24 22 22 23 38 22 39 29 1657 32
leaf_count=25 20 143 442 22 32 28 64 25 30 85 20 41 21 40 43 22 39 20 21 30 24 22 22 23 38 22 39 29 1657 32
internal_value=0 0.00352533 0.00282492 0.00320175 0.00138467 0.001632 0.00057635 -0.000357824 0.00372948 0.00376488 0.00229963 0.00314 0.00122064 0.00215207 0.00439474 0.00176521 0.00370596 0.00367413 0.00363133 0.00366245 0.00267697 0.00327588 0.0046932 0.00646433 0.00174426 0.00374362 0.00371108 0.00376464 0.00380568 0.00384548
internal_weight=0 2787 629 464 334 302 117 89 2158 2128 185 104 81 60 63 165 2043 2018 1979 1958 149 129 67 45 62 1809 1787 1748 1718 1689
internal_count=3121 2787 629 464 334 302 117 89 2158 2128 185 104 81 60 63 165 2043 2018 1979 1958 149 129 67 45 62 1809 1787 1748 1718 1689
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 11 2 47 11 1 2 12 2 3 4 1 15 51 475 484 12 4 14 47 4 16
split_gain=10.511 1.8395 1.00635 0.942739 0.743783 0.495087 0.496628 0.381257 0.306459 0.301872 0.296882 0.29163 0.166422 0.145885 0.141686 0.119112 0.112654 0.074927 0.0776967 0.0924047 0.0701545 0.0881329 0.0661958 0.0699805 0.0647597 0.0564111 0.0553071 0.0560265 0.139169 0.0828655
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.09253500000000002 1.0000000180025095e-35 0.092120000000000021 0.13082500000000002 0.086080000000000018 0.087135000000000004 0.17025000000000004 0.08401500000000002 0.14530500000000005 -0.11171999999999999 -0.0073899999999999999 0.086455000000000018 0.040760000000000005 0.0038750000000000004 -0.08644499999999998 -0.084519999999999984 0.095780000000000018 -0.036839999999999991 -0.46413499999999996 0.090100000000000013 0.41555500000000006 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 16 6 9 -6 -5 10 13 14 20 22 -4 -15 26 -12 -19 24 21 -11 23 -1 -20 -2 -3 29 -29 -28
right_child=1 2 11 8 7 -7 -8 -9 -10 12 17 -13 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00060322618896331212 0.00060598673686092978 0.00034378199492660322 0.00013341042627387371 0.00051409824823288211 0.00050138184136658943 0.00034774627508920729 0.00029025527765499611 0.00026160652599202213 0.0002831088111339061 0.00072842220056290716 0.00044821099269025898 0.00033247352939794585 0.00056923424536212879 0.0004676340779749322 9.4758331885232644e-06 0.00056028884587283015 0.00011370870223104515 0.00055352068139500287 0.00054635746730228858 0.00038060701461326257 0.00075969989748968594 0.00055379170595723037 0.00059282814019031291 0.00045230595114963503 0.00048429522875248075 0.0004903388994873739 0.00025636246528976255 0.00038873367549492399 0.0001834141964457245 0.00016603628766960374
leaf_weight=21 50 24 122 34 82 41 25 37 63 25 43 23 55 63 50 348 24 326 146 20 46 20 1029 27 116 24 129 30 22 56
leaf_count=21 50 24 122 34 82 41 25 37 63 25 43 23 55 63 50 348 24 326 146 20 46 20 1029 27 116 24 129 30 22 56
internal_value=0 0.000276824 0.000240793 0.000553509 0.00029663 0.000561325 0.000565116 0.00042683 0.000364074 0.000568123 0.000562235 0.000125112 0.000654387 0.000577515 9.73829e-05 0.000546086 0.000242266 0.000527311 0.000532905 0.000509073 0.000705853 0.000650809 0.000589508 0.000518334 0.00051888 0.000568479 0.000254087 0.000245004 0.000301868 0.00022902
internal_weight=0 673 599 2448 404 2351 2310 119 97 2285 2139 195 146 1488 172 411 285 651 608 282 91 45 1077 48 262 74 261 237 52 185
internal_count=3121 673 599 2448 404 2351 2310 119 97 2285 2139 195 146 1488 172 411 285 651 608 282 91 45 1077 48 262 74 261 237 52 185
is_linear=0
shrinkage=0.00196078


Tree=8832
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 2 1 2 34 4 16 11 4 2 2 1 2 457 1 0 1 47 31 10 13 16 4 12
split_gain=8.51217 1.4767 0.906481 0.724188 0.519197 0.409033 0.280143 0.263535 0.220535 0.197413 0.196631 0.155954 0.163 0.137439 0.136039 0.17131 0.130177 0.104861 0.131857 0.0957154 0.0896148 0.12076 0.0798187 0.076914 0.0718692 0.0707983 0.06593 0.0605516 0.0605363 0.0600384
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.042705000000000007 0.11474000000000002 0.17025000000000004 0.09253500000000002 0.092365000000000017 -1.0000000180025095e-35 0.40124500000000002 -0.44310499999999992 1.0000000180025095e-35 -0.062539999999999984 0.13404500000000005 0.13913500000000004 0.086920000000000011 0.086000000000000007 0.080930000000000016 0.082005000000000008 -0.038659999999999993 0.089770000000000016 0.090100000000000013 -0.077289999999999984 -0.38124499999999995 -0.085034999999999986 -0.39185999999999993 -0.0070899999999999991 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 9 28 10 -5 13 24 12 -7 17 -12 27 19 -1 -19 20 21 26 -22 -3 -4 -9 -11 -16 -6 -30
right_child=1 2 7 8 6 11 -8 25 -10 16 14 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00059076793070492509 0.00056801868842497154 0.00027673022385738075 0.00018841485989258463 0.00051692877837049647 0.00060860211887056863 0.0005830587884959053 0.00027620119614879681 0.00012305894435365655 0.00032097918579718367 0.00063671046116489498 0.00039572551524442572 0.00034917852355569019 0.00048163128075666802 0.00067206518043914996 0.00024228400561296718 0.00017073773330144852 0.00038563081300726121 0.00056320245739374468 0.00042566339698814717 0.00044115565493814808 0.00070480341517847346 0.00045024370212180939 0.00057467455838998926 0.00037924416548065039 3.3260775709850408e-05 -2.3963501786484435e-05 0.00054452111855017311 0.00035856506170416834 0.00054492445747836738 0.00041619107734024255
leaf_weight=1036 74 191 22 34 21 85 24 34 63 33 22 25 215 66 33 83 20 353 29 31 24 50 74 33 24 20 310 36 30 26
leaf_count=1036 74 191 22 34 21 85 24 34 63 33 22 25 215 66 33 83 20 353 29 31 24 50 74 33 24 20 310 36 30 26
internal_value=0 0.000306703 0.00027442 0.000555694 0.000344458 0.000562544 0.00046117 0.000191347 0.000389663 0.000572903 0.000221474 0.00049797 0.000510369 0.0005846 0.000251614 0.000230756 0.000540876 0.000580529 0.000552761 0.000546824 0.000553496 0.000540268 0.000606543 0.000291833 0.000107465 6.86062e-05 0.000553391 0.000302952 0.000518823 0.000485155
internal_weight=0 673 599 2448 325 2351 101 274 97 2026 220 325 300 1484 174 152 542 1418 382 522 491 393 98 224 46 54 343 69 77 56
internal_count=3121 673 599 2448 325 2351 101 274 97 2026 220 325 300 1484 174 152 542 1418 382 522 491 393 98 224 46 54 343 69 77 56
is_linear=0
shrinkage=0.00196078


Tree=8833
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 47 2 4 2 4 52 16 1 1 51 48 47 16 3 3 52 48 3 3 51 484
split_gain=7.27125 1.16664 0.731924 0.674291 0.442139 0.396711 0.28652 0.216544 0.210113 0.204478 0.16917 0.158444 0.13519 0.130407 0.111656 0.10228 0.0916127 0.0876803 0.166014 0.0891598 0.0730942 0.0697762 0.0837414 0.104659 0.0668961 0.063322 0.0613208 0.0542213 0.0634495 0.134733
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.13751500000000003 0.091195000000000012 0.088975000000000012 -0.092264999999999986 0.092150000000000024 0.090100000000000013 0.27776000000000006 -0.11171999999999999 -0.14186499999999996 -0.16675999999999999 0.081805000000000017 -0.017889999999999996 0.090900000000000009 -0.086719999999999978 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 10 -5 12 16 -6 13 -4 -12 -7 27 21 -19 -20 -3 22 23 -16 -9 -10 -15 28 29 -1
right_child=1 2 9 8 11 15 -8 24 25 -11 14 -13 -14 26 17 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055100398021078786 0.00052967145111141342 0.00026835850395029719 0.00030933219610299972 0.00049154502946578368 0.00048982997632461241 0.00027789045612212096 0.00032469770046304058 0.00053800189009338027 0.00020913147751022788 0.00033637547850471326 0.00060986769420129285 0.00031987316382963668 0.00011836399251285621 0.00024554265904573993 0.00054590171433267483 0.00046034440690395878 0.00051351333984942459 0.00058807441903874766 0.00030452168655508051 0.00047487220531251248 0.00036829439906566113 0.00047222440078680233 0.00053081089424949568 0.00036739229266362198 0.0006676804333880296 0.00034267663160688082 0.00014277597530369324 0.00048449333753317623 0.00056433359435803803 0.00036792513494398081
leaf_weight=68 74 191 39 34 71 27 24 20 20 34 45 30 99 33 23 21 220 21 27 21 33 119 573 28 65 43 69 38 991 20
leaf_count=68 74 191 39 34 71 27 24 20 20 34 45 30 99 33 23 21 220 21 27 21 33 119 573 28 65 43 69 38 991 20
internal_value=0 0.000297404 0.00026871 0.000527532 0.000331644 0.000534142 0.000537819 0.000540063 0.000367322 0.000194063 0.000536301 0.000439348 0.000173902 0.000212896 0.000514796 0.000357714 0.000550086 0.000509527 0.000442666 0.00037905 0.000283081 0.000515736 0.000524034 0.000447897 0.000637168 0.000300281 0.000176024 0.000557289 0.000559853 0.000509395
internal_weight=0 673 599 2448 325 2351 2303 2279 97 274 2194 101 240 141 857 48 1337 812 69 48 224 743 624 51 85 63 102 1117 1079 88
internal_count=3121 673 599 2448 325 2351 2303 2279 97 274 2194 101 240 141 857 48 1337 812 69 48 224 743 624 51 85 63 102 1117 1079 88
is_linear=0
shrinkage=0.00196078


Tree=8834
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 4 47 1 14 2 1 50 2 475 475 3 2 42 3 4 13 1 15 52 131 159 159 14
split_gain=8.63025 1.52437 0.895193 0.820859 0.624309 0.393054 0.367102 0.342422 0.321064 0.220213 0.211104 0.18158 0.11659 0.0928111 0.0918826 0.0817116 0.0928342 0.0810256 0.0802486 0.0782518 0.0906274 0.0768728 0.120039 0.102232 0.0730896 0.0704705 0.0691922 0.0690831 0.0817351 0.064302
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.14122000000000004 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.091265000000000013 0.090405000000000013 0.089465000000000017 0.17025000000000004 -0.088274999999999978 -0.10344499999999998 0.092670000000000016 0.14122000000000004 0.086555000000000007 -0.098469999999999988 -0.013514999999999998 -0.078279999999999975 0.089770000000000016 -0.11033999999999998 -0.16675999999999999 0.091440000000000007 -0.020314999999999996 -0.085604999999999987 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 6 10 -6 14 -5 11 12 15 -14 -4 16 -1 19 29 27 -21 -13 -23 24 -24 -12 -2 28 -17 -3
right_child=1 2 8 9 7 -7 -8 -9 -10 -11 25 21 13 -15 -16 17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000601478357887179 0.00061702426839498124 0.00039526644811504227 0.00017304813788831952 0.00051615478668572449 0.00052483677691205475 0.00032849218681746834 0.00039177419580358857 0.00029760122992133868 0.00039070446406652275 0.00032034795226948377 0.00057306983489908416 0.00056856766592173493 0.00051757168684701327 0.0005919826600481482 7.3244651715618136e-05 0.00062157025321477315 0.00041481837995496453 0.00050377166778539802 0.00018916531353336727 0.00044925665446356232 0.00058539940152451005 0.00058178850856797676 0.00060105968888713997 0.0003728619985365901 0.00050050150791893649 0.00070616778272848853 0.00048201534093595018 0.00060705938471966429 0.00075592751206915367 0.00028657278398170239
leaf_weight=21 54 23 122 34 82 25 41 37 23 63 20 415 145 116 50 49 20 33 30 20 313 111 33 21 176 65 20 700 27 232
leaf_count=21 54 23 122 34 82 25 41 37 23 63 20 415 145 116 50 49 20 33 30 20 313 111 33 21 176 65 20 700 27 232
internal_value=0 0.000315035 0.000282236 0.000565747 0.000334898 0.000573041 0.000575669 0.000454184 0.00017313 0.000388981 0.000578969 0.000575264 0.000588153 0.000550643 0.000144035 0.000596429 0.000510425 0.000599517 0.000285091 0.000602366 0.000577223 0.000550645 0.000528832 0.000503275 0.000516379 0.000674851 0.000580535 0.000613155 0.000669302 0.000296377
internal_weight=0 673 599 2448 404 2351 2326 119 195 97 2285 2200 1444 261 172 1183 41 1142 285 1109 333 756 341 230 209 85 74 776 76 255
internal_count=3121 673 599 2448 404 2351 2326 119 195 97 2285 2200 1444 261 172 1183 41 1142 285 1109 333 756 341 230 209 85 74 776 76 255
is_linear=0
shrinkage=0.00196078


Tree=8835
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 4 1 12 457 14 15 4 1 151 1 0 16 47 49 47 50 12 1 12 1420 2 3
split_gain=8.35817 1.33788 0.897762 0.698905 0.41687 0.381467 0.297242 0.290892 0.28784 0.240113 0.23123 0.199379 0.163528 0.141539 0.11932 0.112029 0.117633 0.101318 0.0958764 0.0926722 0.0732761 0.0647629 0.0646026 0.0636259 0.0626096 0.100866 0.0609635 0.0607209 0.0604435 0.0629048
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.14122000000000004 0.36766000000000004 0.14285500000000004 0.40124500000000002 0.40473500000000007 0.09253500000000002 0.091545000000000015 0.29113500000000009 0.062655000000000016 -0.41396999999999995 -0.0086549999999999978 0.089770000000000016 -0.083694999999999978 0.14326500000000003 -0.088774999999999979 0.10246000000000001 0.078345000000000012 -0.053364999999999996 0.10350500000000001 0.086295000000000011 0.085635000000000003 0.093400000000000025 0.10149500000000002 -0.023194999999999997 0.087625000000000022 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 7 6 26 10 22 -5 11 12 15 -7 18 27 -17 -15 -12 20 -2 -11 -4 -8 25 -18 -3 -1 -29 -30
right_child=1 5 8 9 -6 13 23 -9 -10 21 14 -13 -14 17 -16 16 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00065216299433497273 0.0002710777161961176 0.0003231196903736998 0.00057361905558404056 0.00051803583850721041 0.00035909479114283561 0.00017724801234483207 8.5375510919950297e-05 0.00034819616625706351 0.00032704080701531732 0.00037163396440059666 0.00063845057085671231 0.00038519268725015205 0.0006722593358953619 0.00013619626899984513 0.00049397360942867103 0.00038573332094386515 0.00041090966918419638 -4.2461151636673255e-05 0.0005410079881993131 0.00042697283421076982 0.00037055541154302248 0.00024550215336742876 0.00048240621311762663 0.00023659302213904903 0.00058219691688050522 0.00055843635129422943 0.00044400391485684967 0.00058840186756509193 0.00048751777766688084 0.00056699630468024377
leaf_weight=43 175 53 72 34 41 121 23 25 32 34 42 21 67 26 215 20 28 23 513 20 34 29 51 20 84 49 23 728 42 433
leaf_count=43 175 53 72 34 41 121 23 25 32 34 42 21 67 26 215 20 28 23 513 20 34 29 51 20 84 49 23 728 42 433
internal_value=0 0.00030162 0.000377462 0.000548348 0.000555078 0.000200846 0.000285991 0.000558556 0.000492701 0.000385241 0.000560858 0.00057492 0.000577586 0.000141244 0.00053319 0.000573141 0.000527558 5.23367e-05 0.000548382 0.000299463 0.000287261 0.000313573 0.000535799 0.000155709 0.000545176 0.00050479 0.000359703 0.000579763 0.000577175 0.000559969
internal_weight=0 673 384 2448 2351 289 119 2310 155 97 2285 1515 1494 170 770 1427 181 49 555 229 209 63 123 43 161 77 76 1246 1203 475
internal_count=3121 673 384 2448 2351 289 119 2310 155 97 2285 1515 1494 170 770 1427 181 49 555 229 209 63 123 43 161 77 76 1246 1203 475
is_linear=0
shrinkage=0.00196078


Tree=8836
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 14 2 0 15 4 2 457 1 1 1 50 12 2 4 49 4 52 4 0 399
split_gain=15.1876 2.54715 1.26502 1.00083 0.907236 0.764341 0.581797 0.498219 0.432651 0.428523 0.378293 0.358754 0.333386 0.383886 0.349215 0.236652 0.229469 0.190262 0.188307 0.168466 0.161445 0.149793 0.137927 0.134556 0.112786 0.0903565 0.112364 0.0892909 0.0824181 0.0805717
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 0.062655000000000016 0.14285500000000004 -0.10607499999999999 -0.10653 0.0082450000000000006 0.11704500000000001 0.080930000000000016 0.12408500000000001 0.12000500000000001 0.083345000000000016 0.041865000000000006 0.09141500000000001 0.13501500000000002 -0.52556499999999995 -0.053364999999999996 0.018150000000000003 0.039215000000000007 -0.013125 -0.07929499999999999 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 10 18 -8 -9 -4 12 16 13 -1 21 27 25 -10 -3 -15 -6 23 -5 -14 -11 -7 -27 -2 -25 -23
right_child=1 4 9 22 20 11 7 8 17 24 -12 -13 14 19 -16 -17 -18 -19 -20 -21 -22 29 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00083465746687013374 0.00077807319727385958 0.00038876932090014409 0.00071963437069142973 0.00047630132725315626 0.00013206884398861649 0.00074949972812165719 0.00067654278640653573 0.0006304837733084 0.00041314341286852559 0.00052311052337306041 0.0009205160235820144 0.00051742799237348015 0.0009576694943004456 0.00071476249298615057 0.00067971657700330963 0.00049890070204056938 0.00050973271311936417 0.00027734566483508371 0.00020141379705193634 0.00055157946056167198 0.00031985364262731582 0.00076126764446674813 0.00029811860007199773 0.00081230326999021769 0.00035665826198214853 0.00064578633924312738 0.00075695959887668194 0.00067262034220942136 0.00075936723219723827 0.00088033569565412837
leaf_weight=49 66 30 34 61 75 231 30 29 136 34 79 39 23 43 104 20 20 56 66 56 23 437 23 970 29 93 56 58 128 23
leaf_count=49 66 30 34 61 75 231 30 29 136 34 79 39 23 43 104 20 20 56 66 56 23 437 23 970 29 93 56 58 128 23
internal_value=0 0.000429081 0.00076167 0.000597605 0.000342736 0.000770723 0.000389785 0.000439439 0.000407253 0.000542231 0.000787664 0.00069694 0.000781938 0.000692713 0.000789776 0.000696825 0.000714442 0.000373536 0.000259962 0.000622457 0.000176141 0.000797015 0.000427513 0.000809241 0.00044649 0.000725217 0.00068757 0.000728748 0.000806132 0.000767221
internal_weight=0 673 2448 228 445 2351 347 251 221 97 1912 439 1833 148 1685 144 400 192 96 99 98 1581 84 1121 63 380 149 124 1098 460
internal_count=3121 673 2448 228 445 2351 347 251 221 97 1912 439 1833 148 1685 144 400 192 96 99 98 1581 84 1121 63 380 149 124 1098 460
is_linear=0
shrinkage=0.00196078


Tree=8837
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 4 150 150 0 1 0 156 50 475 40 15 1 48 1 4 0 133 1456
split_gain=9.29366 1.50694 0.834935 0.664585 0.529036 0.472393 0.361319 0.300933 0.287806 0.24405 0.232454 0.180625 0.166561 0.15296 0.151263 0.147669 0.129996 0.106911 0.109674 0.100698 0.0923096 0.0854787 0.0790334 0.0773226 0.07492 0.0734012 0.0731362 0.121965 0.0670509 0.0648483
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.15289999999999995 0.00063500000000000004 0.09487000000000001 1.0000000180025095e-35 -0.11173999999999999 0.122715 -0.079119999999999982 -1.0000000180025095e-35 0.041865000000000006 -0.079029999999999975 -0.078554999999999986 -0.087894999999999987 0.13075500000000004 0.088965000000000002 0.12408500000000001 -0.17966999999999997 -0.062294999999999996 -1.0000000180025095e-35 -0.071109999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 21 -8 12 -4 14 -9 15 29 20 -1 -2 -17 -19 22 -7 -3 -6 28 26 -13 -20 -28 -5 -14
right_child=1 4 9 23 19 10 7 11 -10 -11 -12 25 13 -15 -16 17 -18 18 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00051575649303256294 0.00057613305152034219 0.00026937654867366541 0.00055184628354705599 0.00027856881731918578 0.00015396972070287602 0.00064829772658857125 0.00047829488323448179 0.00048774126405809438 0.0007358108438605248 0.00034571442677857689 0.00041910265560955831 0.00031470588062045967 0.00066408891534068645 0.00042771931018033749 0.00042624449227672724 0.00063431340121658584 0.00042923078283496288 0.00073841705333952811 0.00066177365295389749 0.00025916661628905464 0.00056113148430915678 0.00015212917543399142 1.5343617592233012e-05 0.00023302865444147636 0.00047264072971016754 0.00021966754307319955 0.00059470486285529789 0.00043990417591441354 0.00041458941650095366 0.00057058802639098577
leaf_weight=50 115 45 34 22 64 54 54 20 76 63 48 122 33 27 29 1075 29 20 55 26 346 51 21 24 20 42 287 21 38 210
leaf_count=50 115 45 34 22 64 54 54 20 76 63 48 122 33 27 29 1075 29 20 55 26 346 51 21 24 20 42 287 21 38 210
internal_value=0 0.000336072 0.000596242 0.000465696 0.000269659 0.000603598 0.000308633 0.000349592 0.00061762 0.000417967 0.000548506 0.000311821 0.000612624 0.000567729 0.000562985 0.000620557 0.000546549 0.000624103 0.000596866 0.000152384 0.000572899 0.000207089 0.000119721 0.00032709 0.000589474 0.000290367 0.000595911 0.00058415 0.000364715 0.000583286
internal_weight=0 673 2448 228 445 2351 334 238 1874 97 477 184 1798 270 429 1528 144 1478 403 111 400 96 85 84 383 164 363 308 60 243
internal_count=3121 673 2448 228 445 2351 334 238 1874 97 477 184 1798 270 429 1528 144 1478 403 111 400 96 85 84 383 164 363 308 60 243
is_linear=0
shrinkage=0.00196078


Tree=8838
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 2 10 4 2 133 13 15 16 52 2 402 49 3 3 3 4 159 3 2 2 133 1455 11 52 151
split_gain=0.415508 0.0932396 0.045804 0.0488261 0.0434702 0.0360576 0.0353424 0.0337147 0.0238548 0.0288012 0.0242719 0.0237182 0.0226521 0.0236949 0.0286741 0.0249568 0.0295643 0.0298403 0.0334386 0.0263698 0.0221988 0.0311824 0.023657 0.0269117 0.0221861 0.0210071 0.0216321 0.020348 0.0242024 0.0216918
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.086360000000000006 0.40124500000000002 0.092365000000000017 -0.062879999999999978 0.41257000000000005 0.13712500000000002 0.089200000000000015 -0.059629999999999996 0.013270000000000002 -0.45661999999999997 -0.53299999999999992 0.14960000000000004 0.095250000000000015 -0.013914999999999999 -0.14186499999999996 -0.10217499999999997 -0.074939999999999993 0.022185000000000003 0.094385000000000011 -0.015584999999999998 0.097605000000000011 0.10060500000000001 0.11524500000000001 0.068185000000000009 1.0000000180025095e-35 0.088785000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 8 5 27 -4 -2 9 11 -11 -3 -7 -14 15 16 24 -18 -19 -17 21 22 23 -20 -15 26 -22 29 -29 -1
right_child=1 2 6 -5 -6 12 -8 -9 -10 10 -12 -13 13 14 -16 19 17 18 20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0066871543618538115 0.0059531479334426962 0.0035043324950416615 -0.0027339841435951671 0.0081318531122815327 0.0019470229512080551 0.0076724875768247464 0.0018877883632786763 0.0032729353810282192 0.0014133785703731045 0.0033940587658435107 -0.0013589154352389632 0.0064639508371211359 0.0072942149497443667 0.0050976993978110842 0.0020972729699375733 0.0098023958703769114 0.0083236668071596156 0.0016384925947270611 0.005049221259359615 0.0053340940773487092 0.0044185915094873815 0.0092093641741265511 0.0032920394948793247 0.0071245465011246087 0.0011066478300982942 0.0021540605507245096 0.0079793670976703816 0.0094951660591451569 0.005390681810677052 0.0048338596158745617
leaf_weight=1465 176 214 21 20 22 63 78 64 71 22 21 31 82 30 24 28 39 22 123 25 76 29 34 127 26 29 22 51 20 66
leaf_count=1465 176 214 21 20 22 63 78 64 71 22 21 31 82 30 24 28 39 22 123 25 76 29 34 127 26 29 22 51 20 66
internal_value=0 0.0036302 0.00282272 0.00332303 0.00637176 0.00641264 0.000907412 0.00523842 0.00305513 0.00345987 0.00107284 0.00387881 0.00585458 0.00569463 0.00548774 0.00562114 0.00542383 0.0056674 0.00544317 0.00769471 0.00563341 0.00608585 0.0057669 0.00610349 0.00324471 0.00451832 0.00521795 0.00668401 0.00833897 0.00660726
internal_weight=0 718 478 379 2403 2381 99 240 359 288 43 245 779 716 634 610 557 501 462 53 440 313 284 250 56 127 98 1602 71 1531
internal_count=3121 718 478 379 2403 2381 99 240 359 288 43 245 779 716 634 610 557 501 462 53 440 313 284 250 56 127 98 1602 71 1531
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 52 2 0 16 0 4 14 12 4 3 4 3 4 2 2 1 132 16 160 457
split_gain=10.6735 1.36739 1.31219 0.807019 0.741513 0.462946 0.422836 0.359286 0.295754 0.245205 0.239965 0.248492 0.229178 0.223978 0.179903 0.166335 0.145831 0.145036 0.132973 0.111786 0.154288 0.232039 0.10312 0.102836 0.101182 0.10674 0.0855819 0.0777653 0.0759588 0.0755523
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.091475000000000015 -0.17966999999999997 0.40124500000000002 0.13754500000000003 0.08257500000000001 0.10381000000000001 -0.23194499999999998 -0.061854999999999993 -0.078904999999999989 0.49041500000000005 0.076175000000000007 0.13597000000000004 -0.0086549999999999978 -0.11171999999999999 -0.064054999999999987 0.013900000000000001 -0.0070899999999999991 0.086000000000000007 0.088850000000000012 0.081315000000000012 0.08696000000000001 -0.073404999999999984 -1.0000000180025095e-35 0.079590000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 12 9 16 -6 22 15 11 14 -1 -7 23 -3 24 18 27 -14 -21 -22 -5 -9 -4 -26 29 -8 -17 -2
right_child=1 5 6 8 7 13 17 10 -10 -11 -12 -13 19 -15 -16 28 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00079167406614238987 0.00036873901188693136 0.00036705461915071102 0.00066410327195195237 0.00065958444076730769 0.0006343147366918543 0.00025352780907819878 0.00065392308170313205 0.00058277716993671003 0.00036691313482281965 0.00010889295641126929 0.00059980487188659678 0.00028049490901906337 0.00045194229411194692 0.0004664915443556487 0.00032268770978520251 0.00029200294006612697 0.00076619147244469279 0.0004844343549136003 0.0005681088434994902 0.00068157959749354398 0.00060961140441617994 0.00039310044978448886 0.00052756543317911153 0.00043429910528955726 0.00063515770548579523 0.00051376630486137001 0.00021430045369765559 0.00060614161690234554 0.00015916076463103372 0.00026221836371548182
leaf_weight=22 128 30 907 46 31 39 203 29 29 101 22 60 23 37 36 23 46 39 240 55 71 26 45 47 274 31 21 369 59 32
leaf_count=22 128 30 907 46 31 39 203 29 29 101 22 60 23 37 36 23 46 39 240 55 71 26 45 47 274 31 21 369 59 32
internal_value=0 0.000322162 0.000615021 0.000414657 0.000515213 0.000225828 0.000634992 0.000438304 0.000539348 0.00017895 0.000406983 0.00038232 0.000603053 0.000357208 0.000436869 0.000242127 0.000657827 0.000601236 0.000606846 0.00057934 0.000598618 0.000551578 0.0005943 0.000490955 0.000653714 0.00062282 0.000331988 0.000623099 0.000196421 0.000347435
internal_weight=0 590 2531 301 422 289 2109 225 120 213 194 172 197 76 112 112 1258 851 812 175 152 97 91 76 1212 305 181 572 82 160
internal_count=3121 590 2531 301 422 289 2109 225 120 213 194 172 197 76 112 112 1258 851 812 175 152 97 91 76 1212 305 181 572 82 160
is_linear=0
shrinkage=0.00196078


Tree=8840
num_leaves=31
num_cat=0
split_feature=1 52 3 124 52 48 47 51 2 129 1375 14 42 50 2 4 16 15 15 1 147 3 52 49 474 484 50 157 150 1443
split_gain=0.391727 0.0891441 0.0569932 0.03967 0.034843 0.0322777 0.0308127 0.0374482 0.0278398 0.0272625 0.0279267 0.0268651 0.0258878 0.0256869 0.0239652 0.02345 0.0228836 0.0421964 0.0268538 0.0233321 0.0219809 0.03013 0.0216583 0.0208681 0.0186919 0.0540569 0.030583 0.0192183 0.0274129 0.0211464
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.076779999999999987 0.19022000000000003 0.15068000000000001 0.078345000000000012 0.10532000000000001 0.087625000000000022 -1.0000000180025095e-35 -0.13067499999999996 -0.47071999999999997 -0.0060199999999999993 0.099210000000000007 0.14122000000000004 0.40473500000000007 -0.42170999999999997 -0.42198999999999992 0.013270000000000002 0.12656000000000003 0.08955500000000001 -0.14477499999999996 0.048770000000000008 -0.090734999999999982 0.085295000000000024 0.085595000000000018 0.11875500000000001 -0.086844999999999992 0.09487000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 12 5 6 7 11 23 -10 -11 -3 -1 15 -12 -8 19 -18 -19 20 21 -13 -4 -5 26 -26 27 -25 29 -29
right_child=1 2 22 8 -6 -7 13 -9 9 10 14 16 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.006175190169447794 0.0065205858787521723 0.0060957123569789391 -6.3643692925140484e-05 0.0092235332510123662 0.0057945444915094421 -0.00050432881848378613 0.0066179252421268474 0.0065924691546779997 0.0025905177230015398 0.0028757195720183 0.0061617580361855336 0.0029761020626340594 0.0028315995717747957 0.0019918781132825343 0.0036991124570926247 0.0027022255433257671 -0.0018960292026999276 0.0017824032179475575 0.0056516078966004513 0.0016406459180871025 0.0022067701802230798 0.0080265382339281058 0.0030200175680767968 0.0093560789844819494 0.006496109364946422 0.00086724968119101088 0.0034219919737162336 0.0068623279554774624 0.0030348638514988129 0.0040712912833052025
leaf_weight=39 87 21 69 30 60 22 65 26 24 28 1092 21 57 24 41 20 28 123 21 44 26 27 34 28 76 22 28 890 20 28
leaf_count=39 87 21 69 30 60 22 65 26 24 28 1092 21 57 24 41 20 28 123 21 44 26 27 34 28 76 22 28 890 20 28
internal_value=0 0.00351977 0.00310603 0.00618172 0.00352579 0.00323492 0.00341937 0.00294666 0.0062646 0.00592658 0.00599554 0.00264186 0.00418993 0.00488087 0.00607264 0.00569658 0.00239176 0.00165599 0.00234666 0.00346423 0.00454852 0.00581697 0.000954264 0.00662161 0.00655012 0.00523249 0.00668003 0.00677447 0.0066974 0.0067772
internal_weight=0 718 631 2403 528 468 446 337 2307 1185 1161 311 96 109 1133 85 290 172 144 118 74 48 103 1122 1092 98 994 966 938 918
internal_count=3121 718 631 2403 528 468 446 337 2307 1185 1161 311 96 109 1133 85 290 172 144 118 74 48 103 1122 1092 98 994 966 938 918
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=31
num_cat=0
split_feature=1 3 1 12 457 2 2 1 2 16 2 1447 51 0 2 52 1210 51 50 480 50 483 0 42 403 403 16 1212 12 483
split_gain=0.320283 0.051544 0.0468804 0.0396955 0.0410968 0.0354168 0.0296328 0.0466314 0.0273094 0.0269939 0.0263885 0.0260401 0.0229748 0.0200945 0.0426433 0.0308141 0.0196816 0.0189701 0.0283042 0.0220349 0.019085 0.020913 0.0236731 0.0284224 0.041573 0.0445513 0.0276169 0.025269 0.0239041 0.0231293
threshold=0.10920500000000001 -0.049509999999999992 0.091195000000000012 -0.010834999999999999 0.049680000000000009 0.31358000000000003 0.088850000000000012 0.08864000000000001 0.11411 -0.5224049999999999 0.10276500000000001 -0.082869999999999985 -0.18912999999999996 0.062580000000000011 0.10672500000000001 0.090645000000000017 -0.15347999999999998 0.088210000000000011 0.077545000000000017 -0.085809999999999984 0.10803500000000001 -0.095084999999999989 -0.085669999999999982 0.083235000000000017 -0.085284999999999986 -0.51931999999999989 -0.077589999999999978 -0.017094999999999996 0.085495000000000015 0.09444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 -4 9 -3 16 11 -2 -5 -6 -8 -11 -13 15 -15 -1 19 -19 -18 21 -21 29 26 25 -25 27 -24 -28 -23
right_child=1 5 3 4 10 -7 7 -9 -10 12 -12 13 -14 14 -16 -17 17 18 -20 20 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0089523737278321518 0.0052263334388381166 0.002409653778287715 0.0028993165639084988 0.0019644094564552819 0.0046458046525143662 -0.0016413370825593241 0.0078131527580364152 0.0010333199817687273 0.0027224057001597568 0.0087840401525185862 9.555237297900022e-05 0.0054328609530471805 0.0054442245334432966 0.0026216703680058181 0.0001392371947472186 0.0077067427337169647 0.0093239757321065386 0.0020908257766374546 0.0059217845930510929 0.0093397382227703926 0.003882807421569641 0.0064211207680876783 0.0024692874354183339 0.0051799547440664773 0.0054507614539700076 -0.0011145465065846626 0.0062835334858391441 0.0060722205792030203 0.010323758982121945 0.0098987510427832603
leaf_weight=23 108 350 105 21 26 23 43 25 73 22 25 825 323 22 23 26 21 30 54 20 39 437 22 22 142 23 32 169 27 20
leaf_count=23 108 350 105 21 26 23 43 25 73 22 25 825 323 22 23 26 21 30 54 20 39 437 22 22 142 23 32 169 27 20
internal_value=0 0.00283178 0.005483 0.00463715 0.00507474 0.00215986 0.00569891 0.00529581 0.00421646 0.00544532 0.00241529 0.0054093 0.0056572 0.00529393 0.00367964 0.00537608 0.00605839 0.00599547 0.00455359 0.00611982 0.00604922 0.00614166 0.00607011 0.00554388 0.0046114 0.00196277 0.00624138 0.00565722 0.00813245 0.00657331
internal_weight=0 554 2567 522 417 373 2045 964 181 366 51 939 345 896 71 48 1081 1058 84 974 953 914 894 437 187 45 250 191 59 457
internal_count=3121 554 2567 522 417 373 2045 964 181 366 51 939 345 896 71 48 1081 1058 84 974 953 914 894 437 187 45 250 191 59 457
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=31
num_cat=0
split_feature=1 1 3 12 123 4 4 12 2 1 480 474 157 160 52 150 3 2 157 1 159 1 0 2 11 52 150 2 2 1375
split_gain=0.260064 0.0432462 0.0424719 0.042259 0.0310998 0.0321121 0.0270339 0.0256597 0.0241226 0.0320791 0.0218678 0.0267054 0.0309794 0.0491785 0.0301015 0.0212402 0.0331736 0.0266336 0.0209394 0.0207934 0.0241327 0.0232517 0.0194736 0.0343206 0.0330258 0.0250883 0.0208895 0.0192429 0.0183239 0.0155582
threshold=0.11146500000000002 0.091195000000000012 0.31534000000000006 -0.010834999999999999 0.083745000000000014 -0.010655 -0.17966999999999997 -0.42850999999999995 0.087625000000000022 0.08864000000000001 -0.085809999999999984 0.085295000000000024 -0.089089999999999989 -0.081969999999999987 0.40674500000000008 1.0000000180025095e-35 -0.083654999999999993 0.10402500000000002 -0.0031149999999999993 0.091900000000000023 0.030370000000000005 0.092945000000000014 0.062580000000000011 0.10672500000000001 0.077290000000000011 0.090645000000000017 -0.088479999999999989 0.14960000000000004 0.11215000000000001 -0.090674999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -3 5 18 -5 -4 10 22 -1 14 -13 -14 -12 19 -17 -18 -2 -8 21 -21 24 25 26 -24 -10 -7 -20 -28
right_child=2 3 7 6 -6 27 15 -9 9 -11 11 12 13 -15 -16 16 17 -19 28 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0087816817426937636 0.0033038749652464063 0.0024752197209939671 0.0026225470650174162 0.0061270352726761294 0.0014557524384081104 0.0031326818275686239 0.0017899177881190555 -0.00087207630001516511 0.0079627163411880083 0.0013485863088415219 0.0057062247657164011 0.0067523407992785391 -0.001145329366883506 0.004916868533473462 0.0018704513509181283 -9.918292225510986e-05 0.0067512925106870099 0.0021205096599361344 0.0089067796710878607 0.0079227561929396222 0.0022070439547921222 0.0048411034844153059 0.0024020481510492772 0.0001253134571015835 0.0082823600666597479 0.0069360685033293878 0.0025235839770175517 0.00014582422542540978 0.0046261383290402596 0.0049151495504981659
leaf_weight=20 31 120 34 91 114 213 24 55 22 26 794 23 23 32 21 27 23 27 20 28 30 195 23 23 30 26 28 24 20 954
leaf_count=20 31 120 34 91 114 213 24 55 22 26 794 23 23 32 21 27 23 27 20 28 30 195 23 23 30 26 28 24 20 954
internal_value=0 0.00491506 0.00244814 0.00414064 0.00286681 0.00338909 0.00458975 0.000462948 0.00512902 0.00482058 0.00551145 0.00543821 0.00367053 0.00238177 0.00560739 0.00419457 0.0027254 0.00425067 0.00525463 0.00460297 0.00486982 0.00522804 0.0049022 0.00331204 0.00501292 0.00480785 0.00491523 0.00283022 0.00676646 0.00484696
internal_weight=0 2610 511 565 422 308 445 89 2045 1132 913 893 78 55 815 354 77 50 71 277 253 223 1106 72 1034 49 1004 237 40 982
internal_count=3121 2610 511 565 422 308 445 89 2045 1132 913 893 78 55 815 354 77 50 71 277 253 223 1106 72 1034 49 1004 237 40 982
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=31
num_cat=0
split_feature=1 12 1 47 3 15 4 402 14 0 52 2 4 15 150 1 158 151 160 4 4 47 16 160 16 52 3 16 16 456
split_gain=0.212161 0.0585415 0.0376592 0.0282892 0.0255569 0.0245596 0.0240926 0.0219897 0.0233949 0.0313468 0.0284368 0.0208004 0.0460493 0.0256858 0.0218243 0.0202389 0.0198248 0.019576 0.0189828 0.0183713 0.0180906 0.018084 0.018475 0.025788 0.0218283 0.0208301 0.0178409 0.0252865 0.0246546 0.0227262
threshold=0.12000500000000001 0.051320000000000005 0.092390000000000014 0.085505000000000012 -0.11171999999999999 0.035560000000000008 0.053180000000000012 0.091530000000000014 -0.41790499999999997 0.024095000000000002 -0.063789999999999986 0.13754500000000003 0.51164000000000009 1.0000000180025095e-35 0.089155000000000012 0.14262000000000002 0.085030000000000008 1.0000000180025095e-35 -0.081969999999999987 0.022185000000000003 0.42642000000000008 0.077555000000000013 -0.039889999999999988 -0.022194999999999996 -0.36241499999999999 -0.068719999999999989 -0.13309499999999996 -0.0073349999999999986 -0.0083599999999999976 0.087225000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 18 26 8 10 11 -2 13 14 -10 -13 19 17 -8 -4 -5 -20 22 24 -24 -6 -26 -3 28 -28 -29
right_child=3 6 5 15 21 -7 16 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.0014738112383593735 0.00090454390405544222 0.005650771527511457 0.0044017261468494934 0.0060882584785576918 0.0059329360467381782 0.0052972742444502988 0.0029529302986016984 -0.0019288852990774269 0.0014216543666050569 -0.0024783027164327603 0.0061086409104367106 -0.0031883847273500828 0.0041000779633494936 0.0055771028767118147 0.00088826917538729813 0.00042138161688027058 0.0052128383640091917 0.0060343285658113338 0.001902012762289784 0.0027895521278528926 0.0046333735713873199 0.0069859501411940533 0.0034182155121945676 0.0065738790275406888 0.0045238040445838125 0.00035746345257697007 0.0047871514795958768 0.0037765788613246167 0.0078994346531824425 0.0059669047220662803
leaf_weight=26 21 182 45 25 20 35 199 22 51 24 21 29 22 21 24 22 69 23 238 52 27 32 45 61 20 30 1210 446 26 53
leaf_count=26 21 182 45 25 20 35 199 22 51 24 21 29 22 21 24 22 69 23 238 52 27 32 45 61 20 30 1210 446 26 53
internal_value=0 0.00434546 0.00345046 0.00167837 0.00442972 0.00278627 0.00458016 0.00108103 0.00139192 0.000872522 0.00350659 0.0014196 0.000254094 0.00263366 -0.00134235 0.0030963 0.00373233 0.00327217 0.00250277 0.00386056 0.0021803 0.00479921 0.00440162 0.00523421 0.00314084 0.002024 0.00470886 0.00461005 0.00485262 0.00400922
internal_weight=0 2787 579 334 234 345 2208 235 213 171 42 147 75 72 53 99 291 222 310 77 265 208 176 106 70 50 1917 1735 1236 499
internal_count=3121 2787 579 334 234 345 2208 235 213 171 42 147 75 72 53 99 291 222 310 77 265 208 176 106 70 50 1917 1735 1236 499
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 47 14 1 1 2 16 4 4 1 49 48 0 15 52 4 16 0 4 15 47 12 3 2 15
split_gain=10.6628 1.7522 0.949993 0.842616 0.568943 0.488973 0.340831 0.33612 0.31328 0.288728 0.270613 0.201521 0.179053 0.147833 0.148845 0.146123 0.140181 0.135223 0.169086 0.13288 0.105791 0.119723 0.101471 0.154262 0.191624 0.0983287 0.095915 0.124551 0.0912275 0.115417
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.095545000000000005 0.090100000000000013 0.062655000000000016 0.11669000000000002 0.09253500000000002 0.14122000000000004 -0.52595999999999987 0.061775000000000004 0.033845000000000007 0.083345000000000016 -0.054984999999999992 0.11280000000000003 -0.11173999999999999 -0.097454999999999986 0.056145000000000007 -0.013125 -0.45661999999999997 -0.076579999999999995 -0.49013999999999996 0.085550000000000015 0.09550500000000002 -1.0000000180025095e-35 0.11658 0.14753000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 8 13 26 -4 11 -7 -8 17 -15 -2 -14 18 -1 -6 -13 -22 -19 -24 -25 -16 -3 -28 29 -10
right_child=1 4 9 -5 19 10 12 -9 28 -11 -12 20 16 14 25 -17 -18 22 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00069098062273384865 0.00042442511751269644 0.00028161184136519548 0.00057100609563626224 0.00032057839532293218 7.1796521203373905e-05 0.00039801199813516863 0.0005599793141988842 0.00077312664345365945 0.00020342214365107146 0.00034679830857803893 0.00042146144110561556 0.00061882265432418662 0.00047200575077117044 0.0006215851085589212 0.00039475948832856086 0.00059492086870630522 0.00027259576421582977 0.00065053222776179271 0.00048431532238336168 0.00022871708668604053 0.0006717716636954707 0.00054643473831183533 0.0007055163041571553 0.00046517185075229783 0.00061520822319551752 0.00057417058782097824 0.00050194860843856342 0.00032703785400245184 0.00012264664549672721 0.00036879062743894024
leaf_weight=23 23 62 34 84 59 21 23 70 86 63 41 295 23 80 24 121 33 1256 45 32 34 212 47 43 137 23 24 45 38 20
leaf_count=23 23 62 34 84 59 21 23 70 86 63 41 295 23 80 24 121 33 1256 45 32 34 212 47 43 137 23 24 45 38 20
internal_value=0 0.000336874 0.000615549 0.000476648 0.000265259 0.000623395 0.000300806 0.000640004 0.000268197 0.000425387 0.000575249 0.000586469 0.00041432 0.00063445 0.000570134 0.000567689 0.000354496 0.000639717 0.000554217 0.000126977 0.000593784 0.000563758 0.000643637 0.000605485 0.000579366 0.000482556 0.000337583 0.000387876 0.000205074 0.000234624
internal_weight=0 673 2448 228 445 2351 354 1748 275 97 603 562 79 1678 127 144 56 1551 68 91 541 246 1483 227 180 47 131 69 144 106
internal_count=3121 673 2448 228 445 2351 354 1748 275 97 603 562 79 1678 127 144 56 1551 68 91 541 246 1483 227 180 47 131 69 144 106
is_linear=0
shrinkage=0.00196078


Tree=8845
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 4 3 3 1 14 2 52 1 12 1 1 2 2 0 12 3 16 52 0 2 4 1 4
split_gain=8.80351 1.45973 0.851308 0.776575 0.470543 0.434567 0.377905 0.348298 0.260075 0.300422 0.244911 0.195299 0.161353 0.136953 0.125962 0.115674 0.102326 0.0777832 0.158146 0.0755666 0.0748832 0.0693694 0.0797591 0.0672057 0.0649233 0.0637904 0.0597531 0.0558731 0.0476961 0.0466039
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.13501500000000002 -0.022174999999999997 0.40124500000000002 0.30112000000000005 0.076840000000000006 0.09253500000000002 0.062655000000000016 0.089885000000000007 -0.56176499999999996 0.13146500000000003 -0.42850999999999995 0.090540000000000023 0.088975000000000012 0.097845000000000015 0.15950500000000004 -0.057069999999999989 0.095780000000000018 -0.10831999999999999 0.11346000000000002 -0.16675999999999999 -0.06563999999999999 -1.0000000180025095e-35 -0.036839999999999991 0.11588000000000001 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 6 7 25 11 9 14 -5 12 16 -14 -4 -10 -1 21 -19 -17 -16 22 -15 -7 -13 28 -18 -2 -3 -23
right_child=1 2 8 10 -6 23 -8 -9 15 -11 -12 24 13 17 20 19 26 18 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005841974091071215 0.00059668735429352403 0.00059686531835698826 0.00028692344735315307 0.00051494942357142761 0.00027710620227865216 0.00030771589038688495 0.0002853052888178464 0.00032873124803349475 0.00019279016070580809 0.0003668748157541327 0.00030845404456243778 0.00056070805107261623 0.00064689937889705819 0.00047803687150864042 8.4310872975497687e-05 0.00010612159711765308 0.00043984795684676642 0.00034004282428607509 0.00053917474676326918 -3.8559142403298227e-05 0.00019266993287568764 0.00053246694080029248 0.00056601268319980723 0.00045496596790411893 0.0006884600970540111 0.00043249726014529236 0.00054923341295183613 0.00048159237439725911 0.00047551604608694713 0.00047554293009016002
leaf_weight=1092 50 33 34 34 202 26 44 24 34 46 63 20 45 44 41 35 21 23 46 23 61 228 398 22 65 26 224 24 20 73
leaf_count=1092 50 33 34 34 202 26 44 24 34 46 63 20 45 44 41 35 21 23 46 23 61 228 398 22 65 26 224 24 20 73
internal_value=0 0.000299549 0.000267453 0.000552766 0.000335325 0.000559859 0.000430937 0.000563708 0.000186947 0.000229897 0.000380834 0.000566183 0.00056261 0.000541607 0.000183566 0.000101981 0.000576072 0.000535772 0.000472797 4.87482e-05 0.000149114 0.00054162 0.000557255 0.000375206 0.000658401 0.000512048 0.000539858 0.000559359 0.000551073 0.000518661
internal_weight=0 673 599 2448 325 2351 123 2303 274 182 97 2279 2194 857 136 92 1337 812 69 58 102 743 442 48 85 79 245 74 53 301
internal_count=3121 673 599 2448 325 2351 123 2303 274 182 97 2279 2194 857 136 92 1337 812 69 58 102 743 442 48 85 79 245 74 53 301
is_linear=0
shrinkage=0.00196078


Tree=8846
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 1 14 4 2 42 475 4 150 0 4 12 0 1 4 4 13 16 12 43 1 148 1 0
split_gain=7.51301 0.93617 0.792206 0.629587 0.56401 0.356551 0.259266 0.24136 0.203926 0.203715 0.190775 0.13778 0.132347 0.131873 0.121298 0.100246 0.141263 0.15264 0.114675 0.0994549 0.0940276 0.0923268 0.100053 0.0939319 0.0839679 0.083736 0.0796449 0.0684972 0.067347 0.0647365
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.099515000000000006 0.13075500000000004 0.082585000000000006 0.09253500000000002 0.076975000000000002 0.36766000000000004 0.14122000000000004 -1.0000000180025095e-35 -0.069854999999999987 0.00063500000000000004 0.09487000000000001 -0.079119999999999982 -0.49405499999999997 0.08401500000000002 -0.11173999999999999 0.16175000000000003 0.098655000000000007 -0.062539999999999984 -0.011914999999999999 -0.0094449999999999968 0.091200000000000017 -0.080324999999999994 0.104035 -0.043434999999999994 0.122715 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 8 27 11 -4 13 10 12 -5 -6 15 -15 18 24 -18 -1 -7 21 22 -13 -23 -17 -9 -14 -3 -2 -19
right_child=1 5 7 6 9 19 -8 25 -10 -11 -12 20 26 14 -16 16 17 29 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004598994875974688 0.00049240921678788525 0.00015982115988199617 0.00048814398759434638 0.00046950205186613243 0.00056383823664405623 0.00014295712789987876 0.00016817882409131716 0.0003293874551586452 0.00063771394107791073 0.00031514648695056346 0.00034448292027137388 0.00024243637188976885 0.00047695749215264375 0.00050597846525229754 0.00037012582303074394 0.0006360708790666917 0.00033853687868916734 0.0005152496179470636 0.00055249093364903275 7.57037234656951e-06 0.00042007215101929268 0.00028839233807248364 0.0004340577176680752 0.00012817653343066257 0.00048574437734250927 0.00018420044513615797 0.00035523424047890405 0.0002795832454744477 0.00037753829173462785 0.0004133111576733726
leaf_weight=54 80 22 34 21 68 126 59 56 72 34 41 20 341 259 28 50 22 304 1079 25 20 34 22 24 20 21 22 111 26 26
leaf_count=54 80 22 34 21 68 126 59 56 72 34 41 20 341 259 28 50 22 304 1079 25 20 34 22 24 20 21 22 111 26 26
internal_value=0 0.00026682 0.000512523 0.000342065 0.000519953 0.000185745 0.000277316 0.000350548 0.000535344 0.000461734 0.000472293 0.000322983 0.000484452 0.000531342 0.000492725 0.00053847 0.000512673 0.000496676 0.000548078 0.000120542 0.000297342 0.000272796 0.000342809 0.000222096 0.00059312 0.000289791 0.00046958 0.000259773 0.000464233 0.000507218
internal_weight=0 590 2531 306 2420 284 200 111 1914 506 472 141 431 1842 287 1555 422 352 1133 151 120 100 42 58 70 77 363 133 106 330
internal_count=3121 590 2531 306 2420 284 200 111 1914 506 472 141 431 1842 287 1555 422 352 1133 151 120 100 42 58 70 77 363 133 106 330
is_linear=0
shrinkage=0.00196078


Tree=8847
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 47 1 4 0 150 0 475 16 150 0 4 132 1 106 47 48 4 48 1 3 12
split_gain=6.56391 1.13355 0.709373 0.584013 0.459858 0.397835 0.247781 0.227623 0.180268 0.168088 0.160504 0.146203 0.168365 0.109813 0.104301 0.0929159 0.0919316 0.0840202 0.0756792 0.0838186 0.0748342 0.0631698 0.0556209 0.057926 0.147333 0.0532153 0.0782048 0.0581431 0.0516896 0.0503555
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.066784999999999983 -0.052894999999999991 1.0000000180025095e-35 -0.084044999999999995 -0.55119499999999988 0.089825000000000002 0.15964000000000003 0.087690000000000004 0.078345000000000012 0.11280000000000003 0.098655000000000007 0.085700000000000012 0.11212500000000002 -0.12711499999999995 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 11 -6 15 21 -5 12 -1 14 -13 -7 -16 29 -14 -20 22 -4 23 25 -25 26 -3 -28 -21 -17
right_child=1 2 9 10 7 8 -8 -9 -10 -11 -12 13 18 -15 16 17 -18 -19 19 28 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00040691612977330252 0.00049954159535708475 0.0001362646642720423 0.00014175098084114621 0.00044871183926499563 0.00044900653948397198 0.00052617200500416743 0.00061792398579956886 0.00026704020032171269 0.00032053107804641491 0.00030261066151530394 0.00028154530869422954 0.00060263613129363344 0.00052876692070546766 0.00032527104588995636 0.00047846158849806529 0.00046104076733149394 0.0003622896519232855 0.00033941177998587609 0.0006235511724799732 0.00042747508588374827 0.00013030550323938036 4.3991603520401358e-05 0.00015532881989344663 0.00043421213399448425 0.00022957982615597788 0.00027848117802595581 0.00031580430473767074 0.00019156664090768462 0.00050150865027914402 0.00038356621565057824
leaf_weight=59 74 33 141 34 82 63 76 39 41 23 63 20 698 23 114 310 34 27 21 38 20 31 20 24 31 97 30 28 791 36
leaf_count=59 74 33 141 34 82 63 76 39 41 23 63 20 698 23 114 310 34 27 21 38 20 31 20 24 31 97 30 28 791 36
internal_value=0 0.000270591 0.000242307 0.000489239 0.000289186 0.000495391 0.000508259 0.000390356 0.000444834 0.000145183 0.00034014 0.000503624 0.00050972 0.000452337 0.000469733 0.000456523 0.000451773 0.000444759 0.000513638 0.000501214 0.00024593 0.000124132 0.000254723 0.000262903 0.000318874 0.000246529 0.00021247 0.000255828 0.000498115 0.00045298
internal_weight=0 673 599 2448 404 2351 1874 121 477 195 97 1798 1607 191 168 436 148 373 1548 850 283 172 263 243 55 188 91 58 829 346
internal_count=3121 673 599 2448 404 2351 1874 121 477 195 97 1798 1607 191 168 436 148 373 1548 850 283 172 263 243 55 188 91 58 829 346
is_linear=0
shrinkage=0.00196078


Tree=8848
num_leaves=31
num_cat=0
split_feature=1 52 1 3 2 12 3 43 2 4 457 12 4 2 14 1 42 1 14 50 4 3 3 16 34 3 157 15 2 1
split_gain=10.8595 1.70472 1.15582 0.833355 0.629801 0.446544 0.422991 0.337433 0.306741 0.331093 0.257327 0.250459 0.198379 0.198179 0.194527 0.183157 0.190496 0.135314 0.108552 0.0844977 0.0835386 0.0869726 0.0802739 0.0780721 0.0775308 0.0767234 0.0858166 0.0748581 0.0704973 0.0667453
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.065819999999999976 0.10045500000000002 0.051320000000000005 -0.022174999999999997 -0.04890499999999999 0.14285500000000004 0.40945500000000007 0.094310000000000019 0.090285000000000018 0.033845000000000007 0.10855000000000002 0.076175000000000007 1.0000000180025095e-35 0.11688500000000002 0.16175000000000003 0.062655000000000016 0.086295000000000011 -0.39518999999999993 -0.10831999999999999 -0.047929999999999993 -0.039889999999999988 -1.0000000180025095e-35 -0.14186499999999996 -0.080544999999999992 -0.45963999999999994 0.095545000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 -1 -3 15 9 -4 13 14 25 18 20 16 -5 19 23 -10 -7 -22 -15 -9 -11 -13 -27 -26 -28 -25
right_child=1 2 8 7 -6 11 -8 10 17 24 -12 12 -14 22 -16 -17 -18 -19 -20 -21 21 -23 -24 29 27 26 28 -29 -30 -31
leaf_value=0.00041266752092669438 0.00060468116053589819 0.00056474154260768644 0.00036109304806310882 0.0006053986638283529 0.00030095880950863091 0.00076049080354272786 0.00032485393371019857 0.00055321781589092215 0.00011707209181618467 0.00010973714968195364 0.00035496182948651782 0.00067997114293413927 0.00053002555904836928 0.00057523769311056236 0.00077247757570156599 0.00037825812135566339 0.00040082294907834798 -2.1328165489722064e-05 0.00074337431028777474 0.00025912148610146996 0.00054754194990362334 0.0006418925067582091 0.00043893081639422531 0.00054780198135595841 0.00031736717201998922 0.00051330888805603114 0.00062612488970104248 0.00017279842201912518 0.00057645006081613528 0.00065120532956534352
leaf_weight=38 74 79 63 42 202 22 44 105 69 38 21 62 128 26 45 68 30 22 20 21 39 1019 46 32 21 35 426 40 148 96
leaf_count=38 74 79 63 42 202 22 44 105 69 38 21 62 128 26 45 68 30 22 20 21 39 1019 46 32 21 35 426 40 148 96
internal_value=0 0.000323914 0.000289228 0.000605148 0.000368313 0.000623154 0.000478928 0.000532459 0.000195423 0.000249972 0.000565323 0.000627311 0.000600765 0.000578916 0.000646164 0.000451236 0.000520159 0.000116521 0.000604746 0.000150217 0.000640901 0.000638415 0.000488153 0.000592847 0.000179259 0.000614259 0.000607569 0.000222568 0.000613317 0.000625354
internal_weight=0 673 599 2448 325 1962 123 486 274 162 346 1924 799 325 1125 140 72 112 253 90 1080 1058 72 233 99 671 609 61 574 128
internal_count=3121 673 599 2448 325 1962 123 486 274 162 346 1924 799 325 1125 140 72 112 253 90 1080 1058 72 233 99 671 609 61 574 128
is_linear=0
shrinkage=0.00196078


Tree=8849
num_leaves=31
num_cat=0
split_feature=1 4 1 12 457 150 2 2 0 43 11 16 11 2 4 3 13 2 12 4 51 43 49 47 1 13 131 1210 1210 0
split_gain=0.391546 0.0659724 0.0505259 0.0422106 0.0423197 0.0413635 0.0343216 0.0320635 0.0377577 0.0310683 0.0306175 0.0267636 0.0267611 0.0254154 0.025267 0.0241503 0.0253022 0.0237569 0.0229334 0.0440334 0.0188059 0.0186759 0.0258074 0.0185503 0.0184673 0.0194503 0.0184239 0.0174815 0.0169094 0.0188313
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 -0.010834999999999999 0.049680000000000009 0.084680000000000019 0.25063000000000007 0.097070000000000004 -0.026509999999999995 -0.071629999999999985 0.080455000000000013 -0.5224049999999999 0.084680000000000019 1.0000000180025095e-35 -0.42529999999999996 -0.13309499999999996 1.0000000180025095e-35 0.10276500000000001 0.092255000000000018 0.04735000000000001 -0.18912999999999996 -1.0000000180025095e-35 0.092185000000000017 0.11370000000000001 0.12656000000000003 -0.087529999999999983 0.09031500000000002 0.0028200000000000005 -0.42132499999999995 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -4 11 13 15 10 18 -10 27 -5 -12 23 -11 -3 24 -6 19 -9 -13 -15 -23 26 25 -17 -2 28 -1 -30
right_child=1 6 3 4 17 -7 -8 8 9 14 12 20 -14 21 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0091903154319152233 0.0085892002444182113 0.0042791688914876431 0.0033273834255357678 0.0024806909795318331 0.0049883144764372939 0.0022623231899981367 -0.0016458183090435341 0.0094653192780084355 0.00087649718866330292 0.0075162747874856 0.01161788033011059 0.0089866506655446512 0.0066271399020810017 0.0013984290565041682 0.002911594194413808 0.0008710730867460371 -0.0013770992186354389 0.00067090528644621382 0.0053999778205605312 0.0053529748258491355 0.0059650049866544772 0.0070543518140912063 0.0028219298932098732 0.0044653666053651548 0.0014121209854122505 0.0045716927624402607 0.0051477018344615192 0.008324125416534529 0.0063853985652200301 0.0052273671138307956
leaf_weight=20 35 50 105 21 26 82 24 46 29 22 21 22 22 26 26 20 22 25 268 60 323 25 34 49 110 49 28 44 1330 157
leaf_count=20 35 50 105 21 26 82 24 46 29 22 21 22 22 26 26 20 22 25 268 60 323 25 34 49 110 49 28 44 1330 157
internal_value=0 0.00306618 0.00599755 0.00511943 0.00557066 0.00414959 0.00196702 0.0062217 0.00547728 0.00346075 0.00643232 0.00594671 0.00906448 0.00493515 0.00502207 0.00231247 0.00182324 0.00287194 0.00589245 0.00713758 0.00615769 0.00363134 0.00461533 0.00592465 0.00221658 0.00349905 0.00705965 0.00635935 0.00630198 0.00626313
internal_weight=0 554 2567 522 417 279 275 2045 451 77 1594 366 43 197 48 251 201 51 374 106 345 85 59 112 179 69 63 1551 1507 1487
internal_count=3121 554 2567 522 417 279 275 2045 451 77 1594 366 43 197 48 251 201 51 374 106 345 85 59 112 179 69 63 1551 1507 1487
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 3 47 4 4 0 0 47 0 3 160 2 4 3 0 15 132 14 1 4 42 376 0
split_gain=5.39757 0.68452 0.612664 0.493966 0.394074 0.283516 0.234953 0.204056 0.166601 0.154543 0.152467 0.137265 0.0925131 0.088882 0.0833054 0.0723974 0.101079 0.0953811 0.0719565 0.0711088 0.140571 0.0701484 0.085044 0.0525057 0.0531786 0.065404 0.0518062 0.0501767 0.0501637 0.0474016
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13436000000000001 0.092390000000000014 0.088105000000000003 0.091545000000000015 -0.16363499999999997 -0.11171999999999999 0.13082500000000002 0.40473500000000007 -0.0086549999999999978 -0.14832499999999996 -0.068189999999999987 0.077555000000000013 -0.060129999999999996 -0.20241999999999996 -0.0071899999999999993 0.10252500000000002 -0.046564999999999988 0.092670000000000016 -0.11173999999999999 -0.095244999999999982 0.082230000000000011 -1.0000000180025095e-35 0.11551000000000002 -0.036839999999999991 -0.14148999999999998 0.083470000000000016 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 5 8 23 12 -6 -1 29 -7 15 -4 18 19 27 -17 -18 -9 -10 -21 22 -14 24 -3 28 -2 -8 -26 -5
right_child=1 3 6 9 7 10 11 13 14 -11 -12 -13 21 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00028668987574575534 0.00051084588293774527 0.00030196832331714303 0.00056409983145486978 0.00017583950931989548 0.00045949157261437516 0.00040511139204608537 0.00055545770832339829 0.00036063801838966808 0.00049265235224190882 0.00029229256630147098 0.00024583650940731796 0.00039888070262238091 0.00050345862466914988 0.00018941955110195148 0.00054519550199163896 0.00049520323398305553 0.00026141910832010065 0.00041191727928430562 0.00026663461455355667 0.00044120191392911826 0.00026743320180451806 0.00047941466816361526 0.00033839129154978232 0.00014820439373834334 0.00028674497660483874 0.00018431449646063246 0.00038623401461659797 0.00046139421868196631 0.00017484451256071529 0.00010177968929590614
leaf_weight=26 29 41 48 45 31 68 23 56 58 23 35 250 20 30 32 44 20 85 71 96 22 1170 30 28 67 84 23 419 20 127
leaf_count=26 29 41 48 45 31 68 23 56 58 23 35 250 20 30 32 44 20 85 71 96 22 1170 30 28 67 84 23 419 20 127
internal_value=0 0.000240903 0.000449162 0.000220139 0.000380963 0.000264937 0.000462808 0.000314115 0.000434671 0.000141341 0.000350989 0.000437396 0.000479663 0.00028541 0.000453168 0.000453689 0.000416311 0.000383251 0.000308085 0.000436436 0.000408804 0.000476341 0.000404418 0.000228007 0.000238547 0.00022334 0.000455729 0.000466289 0.000261021 0.000121156
internal_weight=0 590 2531 538 422 343 2109 188 234 195 103 841 1268 157 208 591 149 105 127 176 118 1220 50 240 212 171 52 442 87 172
internal_count=3121 590 2531 538 422 343 2109 188 234 195 103 841 1268 157 208 591 149 105 127 176 118 1220 50 240 212 171 52 442 87 172
is_linear=0
shrinkage=0.00196078


Tree=8851
num_leaves=31
num_cat=0
split_feature=1 4 1 12 457 150 2 2 1 16 0 0 1447 3 15 43 43 16 13 2 2 403 13 3 160 4 394 15 0 133
split_gain=0.351489 0.0578673 0.0449003 0.0376894 0.0364906 0.0362516 0.0291897 0.0289078 0.0382767 0.0232901 0.022612 0.0325412 0.0221102 0.0204722 0.022685 0.0332236 0.0226971 0.0238774 0.0221366 0.0202248 0.0199594 0.0182378 0.017695 0.0206 0.0202675 0.0206389 0.0173326 0.0173124 0.0183302 0.0196783
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 -0.010834999999999999 0.049680000000000009 0.084680000000000019 0.25063000000000007 0.088850000000000012 0.08864000000000001 -0.5224049999999999 -0.026509999999999995 -0.13843999999999998 -0.082869999999999985 -0.13309499999999996 -0.56020999999999987 0.0061450000000000003 -0.05647499999999999 -0.44310499999999992 -0.061684999999999997 0.10276500000000001 0.13712500000000002 -0.44023999999999991 -0.081029999999999977 -0.074084999999999998 -0.43215499999999996 0.053180000000000012 0.055520000000000007 0.13592500000000005 -0.13455999999999999 0.032270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -4 9 10 13 26 12 -5 11 -2 -9 -3 -15 16 18 -18 -16 -6 -19 -11 23 -23 -24 -26 -1 28 -14 -30
right_child=1 6 3 4 19 -7 -8 8 -10 21 -12 -13 27 14 15 -17 17 20 -20 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0061845687100916692 0.0021816669035858165 0.0040171736937481915 0.0031735034164185414 0.0024091398454315609 0.0047399816389840383 0.0021651470129344067 -0.0014439617243927692 0.0078256767080706925 0.0016459957761690023 0.0030533344887027688 0.0023215690196272645 0.0058277278393244411 0.0076377294048489558 0.0045747412815690036 0.0020723838676274635 -0.0016158647737616013 0.0012765967455619066 0.0069221676260765117 -0.0017395268268883227 0.00075642849132418638 0.0026120739692652769 0.0058141343896032163 0.0094361366238445051 0.0018491522199474274 0.0064747282419571053 0.0037139079991667986 0.0083588254533855152 0.0034970099485490654 0.0049917283158481991 0.0059759605031733656
leaf_weight=1043 30 50 105 21 26 82 24 43 25 22 34 133 42 25 39 31 38 21 25 25 22 38 20 20 214 31 38 41 397 416
leaf_count=1043 30 50 105 21 26 82 24 43 25 22 34 133 42 25 39 31 38 21 25 25 22 38 20 20 214 31 38 41 397 416
internal_value=0 0.00291727 0.00569465 0.00486686 0.00529324 0.00393195 0.00188784 0.00590595 0.00550781 0.00564243 0.00466737 0.00515667 0.00561063 0.00220642 0.00175599 0.0013556 0.00199087 0.00310299 0.000583356 0.00278726 0.004717 0.00583924 0.006029 0.0044469 0.00637527 0.0061254 0.006261 0.00550433 0.00560059 0.00549535
internal_weight=0 554 2567 522 417 279 275 2045 964 366 197 163 939 251 201 176 145 81 64 51 43 345 323 58 265 245 1081 896 855 813
internal_count=3121 554 2567 522 417 279 275 2045 964 366 197 163 939 251 201 176 145 81 64 51 43 345 323 58 265 245 1081 896 855 813
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=31
num_cat=0
split_feature=1 3 124 148 15 40 3 376 2 374 44 4 14 4 2 2 14 0 1 3 4 48 52 4 0 12 1212 12 4 394
split_gain=0.284733 0.0477133 0.0426459 0.0400592 0.0471892 0.0274361 0.0307296 0.0268806 0.0282651 0.0267275 0.023408 0.0262749 0.0228131 0.031076 0.0223143 0.0225991 0.0199078 0.0289332 0.0555726 0.0396545 0.0248798 0.0200495 0.0329991 0.0329598 0.0213954 0.0285268 0.0627557 0.0377351 0.027981 0.0228406
threshold=0.11146500000000002 0.30112000000000005 -0.076779999999999987 -0.078044999999999989 -0.24436499999999997 0.051255000000000002 0.11658 0.084620000000000015 0.11237500000000002 0.083845000000000017 0.081805000000000017 0.36766000000000004 -0.41790499999999997 0.51164000000000009 -0.0091949999999999983 0.093320000000000014 0.076175000000000007 -0.13027499999999997 0.081670000000000006 0.076840000000000006 0.022185000000000003 0.093265000000000015 0.13140000000000004 -0.51843499999999987 -0.07929499999999999 0.083785000000000012 0.040035000000000008 0.083875000000000019 -0.025314999999999994 -0.073794999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 12 6 10 8 -6 14 11 16 -5 -14 -1 -16 17 18 -4 -20 21 23 -23 -19 25 26 28 -27 -25 -26
right_child=1 -3 5 4 7 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 20 19 -21 -22 22 -24 24 29 27 -28 -29 -30 -31
leaf_value=0.0015743341561856455 -0.00082122746855020537 0.00075937889716627422 0.0070154482226020528 0.0036741957000710752 0.0057119469666874721 0.0015115852479357273 0.0029357452362187599 0.00082325138442683975 0.0032233173609897796 0.00011713412545976185 0.0083924501114476403 0.0024937497698428002 -0.0010328998751356266 0.0025096897839102898 0.0071845364653401918 0.0037266219494446733 0.0067961063203127951 0.0085335311589814309 -0.0010643154256977142 0.003738983948503367 0.0044035770542597257 0.0050869404888039252 0.0012876699923473442 0.0032410952616482979 0.001681553062517196 0.0013897584485156197 0.011944051148147202 0.005674489493683663 0.007366841986853008 0.0051170894264527663
leaf_weight=29 25 118 35 55 110 20 57 20 78 21 24 34 40 65 27 63 85 36 25 55 260 108 29 25 20 21 23 968 48 597
leaf_count=29 25 118 35 55 110 20 57 20 78 21 24 34 40 65 27 63 85 36 25 55 260 108 29 25 20 21 23 968 48 597
internal_value=0 0.00252283 0.00510411 0.00305232 0.00331547 0.00520035 0.00523046 0.00430864 0.00467943 0.00340625 0.00528512 0.00525364 0.00202434 0.00116013 0.00398668 0.004764 0.00529383 0.00523708 0.00369197 0.00223795 0.0053203 0.00544742 0.00428272 0.00553923 0.00547589 0.00574326 0.00738905 0.00558351 0.00595392 0.00500573
internal_weight=0 511 2610 393 368 2470 2450 208 188 140 2393 2369 160 105 119 90 2335 2250 115 80 2135 1875 137 1738 1702 1085 96 989 73 617
internal_count=3121 511 2610 393 368 2470 2450 208 188 140 2393 2369 160 105 119 90 2335 2250 115 80 2135 1875 137 1738 1702 1085 96 989 73 617
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=31
num_cat=0
split_feature=1 3 124 12 123 4 40 3 374 42 44 4 13 13 4 4 52 2 2 457 12 11 3 474 2 13 42 42 133 52
split_gain=0.230634 0.0390288 0.0345432 0.029119 0.0267095 0.0275692 0.0222233 0.0248909 0.0216493 0.0209852 0.0189604 0.0212827 0.0190347 0.0310235 0.0187002 0.0270897 0.0240208 0.0180746 0.0183052 0.0179147 0.0174588 0.0192932 0.0212879 0.0615454 0.0379947 0.0460254 0.0388324 0.0327254 0.0177098 0.0228695
threshold=0.11146500000000002 0.31534000000000006 -0.076779999999999987 -0.42850999999999995 0.083745000000000014 -0.010655 0.051255000000000002 0.11658 0.083845000000000017 0.090545000000000014 0.081805000000000017 0.36766000000000004 -0.16152999999999998 -0.14819499999999997 0.056795000000000005 0.41257000000000005 -0.07167999999999998 -0.0091949999999999983 0.093320000000000014 0.26807500000000006 0.11734000000000001 0.08976000000000002 -0.096099999999999977 0.085295000000000024 0.084415000000000004 0.073000000000000023 0.086835000000000009 -1.0000000180025095e-35 0.092265000000000014 -0.11592499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 -3 5 9 7 10 17 -2 11 12 -4 -14 16 -16 -7 -1 -19 20 21 22 23 24 -15 26 27 -26 -24 -30
right_child=1 3 6 -5 -6 14 -8 -9 -10 -11 -12 -13 13 19 15 -17 -18 18 -20 -21 -22 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=0.0014169007312438194 0.0063979436839508713 0.0026680991820552773 0.0016926655167480932 -0.0010546365258051083 0.0013642248573377035 0.0033372107194736601 0.0013604267686605455 0.0026421706928726565 0.00010542069960917747 0.0029315739389388796 0.0075532051171952235 0.0022443747473195855 0.0078830404410837225 0.0063962199597477195 0.0043976434948511754 0.002011156137720078 -0.0013552325273243091 0.0064660828551967395 0.003353959773962815 0.0020299230061937125 0.0033440944632918503 0.006927649802420029 0.005076658618659761 -0.00096335929170574843 0.0025015903316671032 0.0049997211447643007 0.0048665938214981002 -0.0023833092088655881 0.0021118539036251607 0.0045832940056562367
leaf_weight=29 40 34 20 55 114 20 20 57 21 31 24 34 32 72 85 108 24 27 63 24 82 43 1447 23 32 119 30 24 42 345
leaf_count=29 40 34 20 55 114 20 20 57 21 31 24 34 32 72 85 108 24 27 63 24 82 43 1447 23 32 119 30 24 42 345
internal_value=0 0.00227055 0.0045937 0.000367532 0.0026719 0.00315591 0.00468031 0.00470742 0.00306563 0.00488446 0.00475661 0.00472828 0.00476445 0.00479098 0.00263807 0.0030622 0.000777696 0.00358802 0.0042876 0.00474764 0.00477652 0.00483047 0.00478821 0.00400729 0.00442001 0.00372593 0.00196336 0.000408062 0.00491595 0.00431508
internal_weight=0 511 2610 89 422 308 2470 2450 140 71 2393 2369 2335 2315 237 193 44 119 90 2283 2259 2177 2134 300 277 205 86 56 1834 387
internal_count=3121 511 2610 89 422 308 2470 2450 140 71 2393 2369 2335 2315 237 193 44 119 90 2283 2259 2177 2134 300 277 205 86 56 1834 387
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=31
num_cat=0
split_feature=1 12 1375 10 14 33 2 3 13 47 2 3 34 2 4 48 13 3 159 403 1420 42 15 42 50 15 15 42 43 49
split_gain=0.186986 0.0526055 0.0335197 0.0391996 0.0315744 0.0307484 0.0277277 0.0245425 0.0279898 0.0237877 0.0373734 0.0314405 0.0209349 0.0225947 0.0203177 0.0189528 0.0180267 0.0286695 0.0238491 0.0237624 0.0203894 0.0245655 0.0199722 0.0389637 0.0249578 0.0243152 0.061611 0.0219443 0.0217848 0.0390487
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 -1.0000000180025095e-35 0.081185000000000021 0.078905000000000017 0.099515000000000006 0.30112000000000005 -0.47860499999999995 0.077555000000000013 0.079055000000000014 0.096675000000000011 -0.021334999999999996 0.116525 0.053180000000000012 0.081805000000000017 -0.083764999999999992 -0.15447499999999995 0.11292000000000001 0.104315 -0.083904999999999993 -1.0000000180025095e-35 0.085935000000000025 0.086665000000000006 0.083090000000000011 0.088655000000000025 0.090615000000000015 0.091545000000000015 -0.082144999999999982 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 15 9 12 -9 10 -5 -12 -2 -14 16 -4 17 -3 19 22 -18 -22 24 -24 28 -25 -27 -28 29 -19
right_child=7 14 3 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 20 18 -20 -21 21 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.00052942744577708458 -2.289213335666901e-05 0.0084029478158547787 -0.0024512870303031223 0.001100438027881468 0.0070606309204147418 0.0041747301417802063 0.0028081104407341765 0.0016288960863935895 -0.0018603802118797412 0.006391120377876279 0.0038422105370730323 0.0079018801994000867 0.0038820122104759021 0.0016865153295104393 0.0035038557874453474 0.0017578374018194156 0.0069692231531147484 0.0041811516378947996 0.0014166787704674617 0.0029555048071384683 0.0045951954885389678 0.0037255976207704999 0.0095532000754718436 0.0077209829378666155 0.0058799629396338385 -0.00012510767608711666 0.0088055897515732801 0.0041211101971566676 0.0033403409869956352 0.0087802122696302842
leaf_weight=23 39 22 23 39 26 21 265 56 39 45 93 24 75 125 291 20 26 80 21 59 622 680 27 27 124 22 20 20 143 24
leaf_count=23 39 22 23 39 26 21 265 56 39 45 93 24 75 125 291 20 26 80 21 59 622 680 27 27 124 22 20 20 143 24
internal_value=0 0.00405996 0.00321154 0.0033663 0.00366913 0.00103823 0.00347991 0.0015561 0.000196456 0.00436561 0.00378133 0.00467496 0.00209654 0.00250983 0.00428243 -0.000493555 0.00440062 0.00486108 0.00472365 0.00485084 0.0041964 0.00414103 0.00508046 0.00622573 0.00472238 0.00521627 0.00412551 0.00646335 0.00414124 0.00524247
internal_weight=0 2787 579 556 492 64 466 334 95 201 156 117 239 200 2208 43 1917 589 567 546 1328 1302 487 116 371 89 62 40 247 104
internal_count=3121 2787 579 556 492 64 466 334 95 201 156 117 239 200 2208 43 1917 589 567 546 1328 1302 487 116 371 89 62 40 247 104
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 15 49 43 4 0 47 149 0 156 0 15 0 12 2 49 0 43 3 2 15 1455 4 42
split_gain=0.151459 0.0426105 0.0309775 0.0297704 0.029653 0.0265026 0.034862 0.0214308 0.024339 0.0211287 0.0333852 0.021063 0.0207191 0.0239133 0.0214153 0.0201243 0.0422762 0.0197522 0.0208079 0.0185814 0.0208173 0.0181519 0.0170577 0.0170497 0.0217404 0.0193578 0.0166169 0.0158941 0.015683 0.0155561
threshold=0.12000500000000001 0.051320000000000005 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 -1.0000000180025095e-35 0.005085000000000001 -0.11720999999999999 1.0000000180025095e-35 -0.14051499999999997 0.085505000000000012 0.081720000000000015 -0.040504999999999992 0.10339000000000002 0.024095000000000002 -0.089964999999999976 -0.065229999999999996 0.099815000000000015 -1.0000000180025095e-35 -0.026779999999999995 -0.072269999999999987 -0.073404999999999984 -0.076234999999999983 0.095545000000000005 -0.21699999999999997 0.09550500000000002 0.022185000000000003 -0.035074999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 7 8 22 29 -11 -9 13 15 28 16 17 -2 -19 20 -3 -8 -7 24 25 -21 -22 -25 -14 -5
right_child=12 19 -4 4 -6 6 21 11 -10 10 -12 -13 14 -15 -16 -17 -18 18 -20 23 26 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00047648483077469085 0.0016754813700336621 0.0071933964826166631 -0.00055286273919045927 0.0019006545145419382 0.0064917467355441591 0.0030588574032590259 0.0035230733901368116 0.007787903361832319 0.0047958166084653281 0.0023135116725234777 -0.0015294840257411126 0.0043392434871949064 0.0057918171817436821 0.0041967020416632294 -0.00022058243685889813 0.0034471649782393471 -0.0031948995920053377 -0.0023016562177872401 0.0016416150874093824 0.0045142273919003446 0.0065632793547896048 -0.00012289155121026043 9.0163145068800082e-05 0.0029662186717219641 0.0066160001725490613 0.0015726213985388833 0.0039144263642177587 2.5597948115319015e-05 0.0025444375258240177 0.0057497296737329595
leaf_weight=23 108 20 25 21 26 100 22 23 72 77 32 77 20 20 21 22 30 32 23 62 24 36 24 227 28 35 1792 20 58 21
leaf_count=23 108 20 25 21 26 100 22 23 72 77 32 77 20 20 21 22 30 32 23 62 24 36 24 227 28 35 1792 20 58 21
internal_value=0 0.00365396 0.00289039 0.00304577 0.00319834 0.00302877 0.00350191 0.00394119 0.00333341 0.00191957 0.00118529 0.00513244 0.00140049 0.00088928 0.00261395 0.000581613 0.00025497 0.000889915 -0.000652652 0.00385419 0.00398477 0.00126006 0.00248427 0.00320972 0.00416137 0.00345282 0.00394943 0.00272811 0.0033771 0.00382519
internal_weight=0 2787 579 554 531 505 354 296 196 151 109 100 334 235 99 215 193 163 55 2208 1836 58 124 372 125 97 1816 247 78 42
internal_count=3121 2787 579 554 531 505 354 296 196 151 109 100 334 235 99 215 193 163 55 2208 1836 58 124 372 125 97 1816 247 78 42
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 1 47 2 2 34 1 4 50 14 16 2 52 457 47 1 31 15 1 51 49 131
split_gain=13.3414 2.06702 1.24889 1.12556 0.817873 0.646027 0.522963 0.387052 0.371669 0.368275 0.349601 0.253906 0.244705 0.200012 0.188259 0.171854 0.100094 0.0947102 0.0912088 0.0899545 0.0865571 0.0937141 0.0821451 0.0822666 0.081584 0.0787063 0.0769203 0.074835 0.0741497 0.0737616
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.13082500000000002 0.091265000000000013 0.14753000000000002 -1.0000000180025095e-35 0.090405000000000013 0.27834500000000006 0.089465000000000017 0.096015000000000017 -0.079109999999999986 0.13501500000000002 -0.56176499999999996 0.080930000000000016 0.090100000000000013 0.11669000000000002 -0.077289999999999984 -0.14147499999999996 0.16175000000000003 -0.085989999999999997 -0.053364999999999996 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 6 7 11 -6 -5 12 14 13 24 -1 -15 18 -9 -16 -17 -13 -22 23 27 -4 -25 -14 -3 -11 -2
right_child=1 2 10 9 8 -7 -8 17 -10 28 -12 20 26 15 16 19 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076205592451276689 0.00076022452161462735 0.00028613203314735609 0.00027406680548759492 0.00067196535247624324 0.00068120021816446986 0.00050850180472289906 0.00045040702763823122 0.00091224494077353881 0.00042089739656136707 0.00048990655339344784 0.00046376340148160546 0.00079581578718680951 0.00020117645885959153 0.00046220915021282963 0.00056432219191284382 0.00034632833245014242 0.00074680600645293891 0.00076684399714900379 0.00069251744505364804 0.00020688623089174551 0.00070712185925220043 0.00060162280064243756 0.00048168292152902875 0.00037847069669308462 0.0001070488216357428 0.00021028471873803795 6.4929024363980114e-05 0.00041510332905055097 0.00035196967011140039 0.00062082891370735915
leaf_weight=1183 54 20 22 37 71 48 24 61 30 31 34 40 66 33 26 46 116 24 119 29 676 34 33 23 23 20 21 128 29 20
leaf_count=1183 54 20 22 37 71 48 24 61 30 31 34 40 66 33 26 46 116 24 119 29 676 34 33 23 23 20 21 128 29 20
internal_value=0 0.000413384 0.000375189 0.000725103 0.000457397 0.000733643 0.000738336 0.000741368 0.000603883 0.000518113 0.00027768 0.000736338 0.000251319 0.000298531 0.00075154 0.000344294 0.000703875 0.000871191 0.000669531 0.000292411 0.00070707 0.00070207 0.000391348 0.00037574 0.000188702 0.000300245 0.000168289 0.000397675 0.000423237 0.00072255
internal_weight=0 673 599 2448 325 2351 2303 2279 101 97 274 2194 240 153 1444 108 261 85 145 75 750 710 224 191 45 43 87 148 60 74
internal_count=3121 673 599 2448 325 2351 2303 2279 101 97 274 2194 240 153 1444 108 261 85 145 75 750 710 224 191 45 43 87 148 60 74
is_linear=0
shrinkage=0.00196078


Tree=8857
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 49 0 49 2 16 1 12 4 159 150 15 160 2 150 3 3 2 3 475 1
split_gain=22.0139 3.36663 1.71627 1.67634 1.08922 0.938772 0.68899 0.536263 0.532788 0.372963 0.333227 0.328897 0.375862 0.312931 0.303354 0.274728 0.252493 0.313772 0.226928 0.223329 0.181049 0.17797 0.171404 0.220273 0.167203 0.153608 0.146521 0.132958 0.125253 0.111335
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.054984999999999992 -0.10607499999999999 0.082865000000000008 0.14960000000000004 -0.042349999999999992 0.083345000000000016 0.09141500000000001 -0.52556499999999995 0.082585000000000006 1.0000000180025095e-35 1.0000000180025095e-35 -0.077459999999999987 0.11144000000000001 1.0000000180025095e-35 -0.14847999999999997 -0.12018999999999998 0.11411 -0.011549999999999998 -0.079029999999999975 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 18 7 13 11 -4 19 -2 12 15 20 -8 -1 17 -13 22 28 21 -6 23 -3 -19 -18 -5 -23 -7 -12
right_child=1 4 8 26 6 9 14 -9 -10 -11 29 16 -14 -15 -16 -17 25 24 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086815540466034626 0.00057591341585968919 0.00071059816064463204 0.00081273226847285629 0.00055358411975545813 0.00037601179603592765 0.00092020762750179589 0.00037307104406257471 0.0010621643187891465 0.00050816510105722973 0.00062460713391381559 0.00086063835784500715 0.0011609098256803027 0.00098037889023788825 0.00012981690051301742 0.00064213943418139723 0.00066613173558970919 0.00070784296348170141 0.00073547066353699738 0.00036648370268378862 0.00065696208695181053 0.00044756256199131409 0.00034161285694801448 0.00045667518919080861 0.00049052410828854111 0.00091633347304773301 0.00087201550595971278 0.00038267656406299762 0.00016380524668911108 0.00081878893891658216 0.00070359190138114262
leaf_weight=43 23 36 34 30 36 54 49 76 63 41 100 20 35 67 24 65 23 20 38 30 24 22 54 34 1129 463 54 61 352 21
leaf_count=43 23 36 34 30 36 54 49 76 63 41 100 20 35 67 24 65 23 20 38 30 24 22 54 34 1129 463 54 61 352 21
internal_value=0 0.000470102 0.000870518 0.000663848 0.000370834 0.000881064 0.000297438 0.000900832 0.000614921 0.000803402 0.000792259 0.000894012 0.000803794 0.000240396 0.000461532 0.000746567 0.000901808 0.000917424 0.000499051 0.000820215 0.000292206 0.000260874 0.000539676 0.000603705 0.000913185 0.000864246 0.000443715 0.000210935 0.000832278 0.000833382
internal_weight=0 673 2448 228 445 2351 283 1874 97 477 144 1798 143 210 73 108 1655 1169 162 436 143 119 124 70 1149 486 84 83 406 121
internal_count=3121 673 2448 228 445 2351 283 1874 97 477 144 1798 143 210 73 108 1655 1169 162 436 143 119 124 70 1149 486 84 83 406 121
is_linear=0
shrinkage=0.00196078


Tree=8858
num_leaves=31
num_cat=0
split_feature=1 155 9 2 10 133 3 41 44 15 2 0 2 1429 1444 52 159 159 0 43 0 39 12 0 129 129 15 3 40 52
split_gain=0.228304 0.0412851 0.0305909 0.0301535 0.0498928 0.0419866 0.0301179 0.0260839 0.0246199 0.027579 0.0250491 0.0221456 0.0206671 0.0371433 0.0275011 0.032407 0.0273152 0.0259928 0.0274763 0.0302052 0.0248274 0.0216728 0.0216784 0.0200764 0.019671 0.0212313 0.0192981 0.0191135 0.0189863 0.0183845
threshold=0.10920500000000001 0.084785000000000013 -1.0000000180025095e-35 0.11448000000000001 1.0000000180025095e-35 0.085635000000000003 0.11658 0.088820000000000024 0.081805000000000017 -0.23909999999999995 -0.13033999999999998 -0.097274999999999986 0.08647500000000001 0.084545000000000009 -0.083894999999999983 -0.57825499999999985 0.11389500000000001 0.082105000000000025 -0.10836499999999999 0.0034250000000000005 -0.12333499999999999 0.10166000000000001 0.13597000000000004 0.15398500000000004 0.11013500000000002 0.10119500000000002 0.084655000000000022 -0.14847999999999997 -0.0061149999999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 28 8 -5 9 -4 -11 -8 13 16 -14 -16 20 18 19 27 26 22 23 24 25 -20 -12 -17 -2 -19
right_child=1 -3 6 7 -6 -7 11 -9 -10 10 12 -13 14 -15 15 17 -18 29 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014612693341526514 0.0073344520197927273 0.0057216627882527458 0.00099397795915137969 0.0012309340340256598 0.00037382145808940689 0.00080731591830650968 0.00065760227398641295 0.0048902447268899 0.0077857004138282872 0.0018011731344609748 0.005993958693355895 0.0047256518874074461 0.00092517258045041845 0.0013106558769941331 0.0083788147545419637 0.0064068966855605446 0.0019545865673571828 0.0082776812378803962 0.004590193739889138 -0.00052927695680409675 0.0051684604870303585 0.0013391576995629641 0.0015499989724839514 0.0076426521345803692 0.0075434746051376515 0.0013745433174162395 0.0098145960760302846 0.0031304219213282511 0.0041324343782069527 0.0052198439102141645
leaf_weight=30 22 35 20 269 54 36 32 21 26 29 39 23 21 25 22 21 25 22 922 20 859 21 23 22 22 21 20 117 117 185
leaf_count=30 22 35 20 269 54 36 32 21 26 29 39 23 21 25 22 21 25 22 922 20 859 21 23 22 22 21 20 117 117 185
internal_value=0 0.00239743 0.00463582 0.00217325 0.00303102 0.00385095 0.00467336 0.00149592 0.00472465 0.00469225 0.00472261 0.00235879 0.00475781 0.00511508 0.00451748 0.00457068 0.00521594 0.00451067 0.00433062 0.00310265 0.00530475 0.00451881 0.00458492 0.00465564 0.00458754 0.00451858 0.00728909 0.00362902 0.00463923 0.00554483
internal_weight=0 554 2567 519 229 175 2537 290 2482 2456 2436 55 2407 968 1439 1418 943 1396 1189 158 918 1031 1010 987 965 943 59 138 139 207
internal_count=3121 554 2567 519 229 175 2537 290 2482 2456 2436 55 2407 968 1439 1418 943 1396 1189 158 918 1031 1010 987 965 943 59 138 139 207
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=31
num_cat=0
split_feature=1 1 1 4 52 15 123 148 51 0 16 15 11 48 4 3 484 3 0 0 43 15 133 15 3 1212 1212 0 16 160
split_gain=0.185461 0.033006 0.0299535 0.0380423 0.0290827 0.0286505 0.0270847 0.0269519 0.029455 0.020379 0.0258632 0.0201788 0.0278531 0.0303823 0.0410661 0.0408402 0.0360612 0.0355452 0.0378718 0.0275159 0.0216182 0.0315443 0.0398437 0.035121 0.0277733 0.0226564 0.0357426 0.0226097 0.0271535 0.0404079
threshold=0.11146500000000002 0.14860500000000001 0.095950000000000021 -0.17966999999999997 0.13796000000000003 0.093115000000000017 0.12067000000000001 -0.066239999999999979 0.14122000000000004 -0.019414999999999998 -0.25582999999999995 -0.11033999999999998 0.086080000000000018 0.093265000000000015 -0.49013999999999996 -0.10519499999999998 -0.079429999999999987 0.10732000000000001 1.0000000180025095e-35 -0.057069999999999989 0.0068900000000000012 0.084510000000000016 -0.42671999999999993 -0.03241999999999999 -0.090809999999999988 -0.014129999999999998 -0.087464999999999987 -0.04917499999999999 0.062650000000000025 -0.046074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 11 -4 5 -5 7 -2 -9 10 -3 -1 13 14 15 -13 -15 18 20 -18 25 22 -22 -24 -23 26 -16 28 -27 -30
right_child=1 9 3 4 -6 -7 -8 8 -10 -11 -12 12 -14 16 17 -17 19 -19 -20 -21 21 24 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.0053035937003788787 -0.00018672630169682883 -0.00098279992181977082 0.005204381828932742 0.0018732069551121633 0.0047162420309177838 0.0050064828794668705 -0.0012086125994392207 0.0025386927229475182 0.0058000638669667148 -0.0021791074604082567 0.0039858581055887046 0.01051876110956073 0.00058428760440576639 0.0063967395154759287 0.0048844876984147495 0.0052014315225768284 0.0027168950435542873 0.00015335146509598766 0.0014262730408356422 -0.0014628644821987977 0.0046694489019164058 0.0077054733829572805 0.0025784874135362252 -0.00327683059964329 0.0037944057416218115 0.0045069453279434355 0.0087942364288028339 0.0072576763694760975 -0.00095672773154330487 0.0037326934189079522
leaf_weight=183 33 22 86 206 64 34 20 360 30 26 20 20 21 20 106 52 63 21 45 21 27 20 21 20 197 1158 30 27 21 147
leaf_count=183 33 22 86 206 64 34 20 360 30 26 20 20 21 20 106 52 63 21 45 21 27 20 21 20 197 1158 30 27 21 147
internal_value=0 0.00207248 0.00415573 0.00334748 0.00282217 0.00231709 0.00238735 0.00255737 0.00278957 2.11584e-05 0.00138323 0.00429773 0.00420736 0.0042451 0.00433564 0.00667847 0.00258057 0.00424396 0.00429119 0.00167196 0.00436386 0.00356594 0.00168657 -0.000277765 0.00415487 0.00451659 0.00574693 0.00439292 0.00433458 0.00314652
internal_weight=0 511 2610 390 304 240 443 423 390 68 42 2220 2037 2016 1912 72 104 1840 1819 84 1774 285 68 41 217 1489 136 1353 1326 168
internal_count=3121 511 2610 390 304 240 443 423 390 68 42 2220 2037 2016 1912 72 104 1840 1819 84 1774 285 68 41 217 1489 136 1353 1326 168
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 159 4 3 4 49 0 1 52 1 124 4 47 1446 47 0 43 3 0 156 3 150 51
split_gain=6.70688 0.971549 0.778591 0.570434 0.378663 0.297049 0.271221 0.244363 0.238198 0.183354 0.162059 0.141551 0.127509 0.103757 0.0986022 0.0970617 0.102881 0.0972575 0.0957841 0.0912877 0.0889192 0.0875634 0.19605 0.0765115 0.0727225 0.0706715 0.064611 0.077055 0.0575016 0.0573878
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.092390000000000014 0.14699000000000004 0.092550000000000007 -0.17966999999999997 0.082585000000000006 0.033845000000000007 -0.11171999999999999 -0.51253999999999988 -0.017229999999999999 -0.14832499999999996 0.12958500000000003 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 -0.14098499999999997 0.077555000000000013 0.10250500000000001 0.078345000000000012 -0.061629999999999997 -0.082689999999999986 -0.065819999999999976 -0.11437499999999999 0.092385000000000009 0.092670000000000016 0.085455000000000017 0.024995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 10 14 11 -6 21 20 -1 -4 -2 -13 -3 16 17 -9 -15 26 24 -5 -23 -18 -8 -20 27 -12 -25 -26
right_child=1 5 6 8 7 -7 9 15 -10 -11 19 13 -14 18 -16 -17 23 -19 25 -21 -22 22 -24 28 29 -27 -28 -29 -30 -31
leaf_value=0.00032721971432772518 0.00031198919607268991 0.0002506261129860386 0.00068895856247228732 0.0002712767095260599 0.00052398031222678366 5.7487405791401383e-05 0.00051133963595769577 0.00028164783650948331 0.00016971133899399871 0.00041931204362012382 0.00048388352933344454 0.0006152899952239397 0.00048082266537274616 0.00042364586160917946 0.00016798248822271983 0.00044328871692029821 0.00032717675226284006 0.00043482052598947782 0.00044405946565174829 0.00058774877540475009 0.00037227895190847129 0.00046651257793298146 0.00025119223805714937 0.00012399813468458459 0.00047916735616564571 0.00052885208364807578 0.00057882171051174978 0.00037941973739895834 0.00027090329642083245 0.00036330801399952589
leaf_weight=26 21 128 21 67 28 58 495 30 57 142 121 49 95 36 98 23 32 34 39 32 21 37 29 20 65 1219 20 35 21 22
leaf_count=26 21 128 21 67 28 58 495 30 57 142 121 49 95 36 98 23 32 34 39 32 21 37 29 20 65 1219 20 35 21 22
internal_value=0 0.000265256 0.000497404 0.00034191 0.000420523 0.000182664 0.000512788 0.000354995 0.000275761 0.000482701 0.00047317 0.000529221 0.000450258 0.000526723 0.000214789 0.000325422 0.000305634 0.000363021 0.00052337 0.000491413 0.000497628 0.000321211 0.000371902 0.000255323 0.000502151 0.000526223 0.000473898 0.000460446 0.000199242 0.00044987
internal_weight=0 590 2531 306 422 284 2109 188 190 745 234 1364 116 1343 226 160 137 64 1294 208 603 133 66 73 582 1258 176 156 41 87
internal_count=3121 590 2531 306 422 284 2109 188 190 745 234 1364 116 1343 226 160 137 64 1294 208 603 133 66 73 582 1258 176 156 41 87
is_linear=0
shrinkage=0.00196078


Tree=8861
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 1 123 2 34 0 47 1 4 150 3 160 42 4 43 13 12 0 4 2 2 2
split_gain=6.94331 1.06625 0.681635 0.593129 0.337608 0.291717 0.26442 0.201224 0.182114 0.172921 0.134759 0.132744 0.137813 0.121851 0.205093 0.174167 0.114962 0.0863998 0.0831991 0.0683189 0.0635208 0.0886877 0.0640889 0.0598068 0.0597446 0.0789998 0.0612734 0.058366 0.0547145 0.0923634
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.085505000000000012 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.088205000000000019 0.13754500000000003 -1.0000000180025095e-35 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 1.0000000180025095e-35 0.149315 0.085130000000000011 0.084835000000000008 -0.52556499999999995 -0.11278499999999998 -0.016469999999999995 0.11734000000000001 0.14486500000000005 0.053180000000000012 0.091265000000000013 0.10912000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 28 4 7 11 -4 13 17 -5 18 12 -3 14 15 -1 20 24 -7 -17 21 -15 -22 -14 25 26 -6 -23 29 -2
right_child=1 5 6 9 8 10 -8 -9 -10 -11 -12 -13 23 16 -16 19 -18 -19 -20 -21 22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005145169757407327 0.00025934976717347603 0.00011985000141887176 0.00050224974506801723 0.00048013379952559866 0.00052960441500591541 0.00042282026580662706 0.00030216429104078924 0.00063457929214964337 0.00036278698662618551 0.00030662145448510626 0.00017352629305984402 0.00011409897955868214 0.00021425556281910222 0.0006699265851304422 0.0006238898830368681 0.00029970891228809266 0.00047507461569846376 0.00038679580151766512 0.0002682124066840657 0.00043747538152862997 0.00043698053421645331 0.00055577097301482564 0.00053106090049711955 0.00032838524614061965 0.00042143421986166689 0.00038842656532255541 0.00047258834114374077 0.00050766803324222567 0.00026795094524520528 0.00038520907438927682
leaf_weight=58 40 40 123 34 239 32 32 76 48 63 21 101 41 24 29 31 110 29 23 25 29 684 695 31 36 21 104 113 138 51
leaf_count=58 40 40 123 34 239 32 32 76 48 63 21 101 41 24 29 31 110 29 23 25 29 684 695 31 36 21 104 113 138 51
internal_value=0 0.000292821 0.000360528 0.000517699 0.000523898 0.000202857 0.000460942 0.000535753 0.000477325 0.00036744 0.000307147 0.000165645 0.000212129 0.000531575 0.000476662 0.000439209 0.00053632 0.000490141 0.000358166 0.000361212 0.000540681 0.000552487 0.000527292 0.000263395 0.000497633 0.000505169 0.000512317 0.000548951 0.000292563 0.000329886
internal_weight=0 673 384 2448 2351 289 155 1874 477 97 76 213 112 1798 143 114 1655 429 55 56 1545 821 724 72 400 364 343 797 229 91
internal_count=3121 673 384 2448 2351 289 155 1874 477 97 76 213 112 1798 143 114 1655 429 55 56 1545 821 724 72 400 364 343 797 229 91
is_linear=0
shrinkage=0.00196078


Tree=8862
num_leaves=31
num_cat=0
split_feature=1 2 12 15 10 2 30 3 1 131 2 4 2 13 13 40 42 3 123 3 0 4 2 1 13 1209 16 16 160 2
split_gain=0.213477 0.0362451 0.0347134 0.0352508 0.0312959 0.033448 0.0378255 0.0282623 0.0284154 0.0244278 0.0430569 0.0226925 0.0201399 0.0200494 0.0222068 0.0193687 0.0183994 0.0202496 0.0208295 0.0205923 0.0231442 0.0177909 0.0174006 0.0169328 0.0156962 0.0189052 0.0359811 0.026319 0.0295442 0.0309843
threshold=0.11146500000000002 0.14753000000000002 0.051320000000000005 0.035560000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.086065000000000016 -0.11171999999999999 0.092390000000000014 0.090030000000000013 0.31358000000000003 -0.062539999999999984 0.079055000000000014 0.05868000000000001 -1.0000000180025095e-35 -0.064864999999999992 0.092145000000000019 -0.0063699999999999989 0.083745000000000014 0.11924500000000002 -0.14920999999999998 0.053180000000000012 0.12358500000000001 0.11588000000000001 -0.083764999999999992 -0.074484999999999982 -0.080789999999999987 -0.073404999999999984 -0.40957499999999997 0.09358000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 5 6 23 -1 12 10 -3 -7 -9 14 15 -13 17 18 -10 20 -19 24 -16 -2 -4 26 -26 28 -27 -30
right_child=1 9 21 -5 -6 11 -8 8 16 -11 -12 13 -14 -15 22 -17 -18 19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.00092961480983010526 0.00766026318189688 0.0012590527309839672 0.0051942367071191892 0.0062577406928057272 0.00045186254126882114 0.00504361114744097 0.00091707557107188883 0.0015835935412906112 -0.00062027648496239089 0.003700312080105678 -0.0037076395431843902 0.004122245060914958 0.0049426435164966823 -0.00099995158379897488 0.0022895361981354655 0.00081225343682389301 -1.1848253197968006e-05 0.0030101512983516866 0.0030654343665051072 0.0018228208251868288 0.0064035639322934344 0.0038663139082416595 0.0061941745273153565 0.0044588877991037935 0.00017202596624243867 0.0023008670456792146 0.0054368873180355879 0.0042621400386761397 0.0051528403762863056 0.0080589517625048769
leaf_weight=41 20 64 588 49 54 25 28 20 23 21 24 22 166 22 25 90 20 37 46 31 44 249 21 95 27 33 25 728 443 40
leaf_count=41 20 64 588 49 54 25 28 20 23 21 24 22 166 22 25 90 20 37 46 31 44 249 21 95 27 33 25 728 443 40
internal_value=0 0.00225319 0.00448826 0.00371707 0.00269174 0.0030393 0.00421313 0.00342619 0.00369069 0.000635803 -9.54997e-05 0.00222049 0.00458146 0.00182839 0.0022222 0.00146243 0.0028664 0.00318444 0.00183686 0.00401464 0.00485349 0.00466072 0.00407209 0.00501565 0.00476572 0.0045713 0.00270321 0.00464938 0.00519573 0.00539351
internal_weight=0 511 2610 477 402 348 143 428 387 109 88 205 186 180 158 112 201 181 69 112 81 2133 46 115 1884 1296 52 1244 516 483
internal_count=3121 511 2610 477 402 348 143 428 387 109 88 205 186 180 158 112 201 181 69 112 81 2133 46 115 1884 1296 52 1244 516 483
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 2 1 14 47 4 1 11 1 4 1 47 1 1 1 3 3 43 12 11 133 15 52 16
split_gain=12.0613 1.99841 0.991528 0.837106 0.675286 0.611024 0.488211 0.339483 0.330048 0.251862 0.219239 0.203508 0.194766 0.18411 0.196137 0.23551 0.177528 0.173632 0.13132 0.130685 0.124948 0.121808 0.104291 0.119151 0.0968567 0.0961797 0.094796 0.0886317 0.0839727 0.0796624
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13559000000000002 0.13501500000000002 0.40124500000000002 0.089775000000000008 0.092845000000000025 0.062655000000000016 0.13082500000000002 -0.17966999999999997 0.11690500000000002 1.0000000180025095e-35 0.088975000000000012 -0.15464999999999998 0.122715 0.10648500000000001 0.16540500000000002 0.13075500000000004 0.090540000000000023 0.0022600000000000003 -0.11171999999999999 0.016310000000000002 0.095780000000000018 0.095165000000000013 -1.0000000180025095e-35 0.024640000000000006 0.40674500000000008 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 11 6 7 9 -4 20 18 -3 17 14 22 -16 -2 21 -6 26 28 -13 23 -9 -24 27 -5 -15 -1 -7
right_child=1 4 8 19 10 29 -8 13 -10 -11 -12 12 -14 25 15 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076950197213269728 0.00070666239656450806 0.0005896678689838676 0.00067983818515369228 0.000372271833413425 0.00024957381249688651 0.00044404412837499585 0.00046284583311990589 0.00071237311706322584 0.00044437226942843861 0.00088855235253350209 0.00043543687666336379 0.00034298932778490407 0.00033591289203562284 0.00078774701863054252 0.00074312823795085587 0.00049961813211995784 0.00053499168927319718 0.00061385125287023246 7.775183639251717e-05 0.0003035037653295101 0.00071764163741496812 0.00046622316618044959 0.00073930449986215631 0.00051954374806341213 0.00069226040844609052 0.00068367922349887736 0.00053400435514740414 0.00094375989350284177 0.00066070456360401558 0.00060436094574856038
leaf_weight=1053 115 23 37 22 118 26 24 28 60 59 22 51 113 42 26 37 29 20 20 24 245 78 415 22 283 20 38 21 28 22
leaf_count=1053 115 23 37 22 118 26 24 28 60 59 22 51 113 42 26 37 29 20 20 24 245 78 415 22 283 20 38 21 28 22
internal_value=0 0.000432076 0.000728464 0.000581347 0.000355595 0.00073648 0.000741043 0.000743973 0.000534189 0.0007632 0.000253652 0.000412826 0.000397302 0.000714186 0.000705185 0.000600114 0.00067209 0.000443858 0.000224672 0.000425789 0.000757623 0.000417503 0.000714034 0.000627528 0.000720231 0.000802144 0.000474702 0.000839751 0.000766684 0.000517523
internal_weight=0 673 2448 228 445 2351 2303 2279 97 1385 160 285 262 894 811 63 144 149 138 84 1326 129 748 50 698 83 60 63 1081 48
internal_count=3121 673 2448 228 445 2351 2303 2279 97 1385 160 285 262 894 811 63 144 149 138 84 1326 129 748 50 698 83 60 63 1081 48
is_linear=0
shrinkage=0.00196078


Tree=8864
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 3 44 14 2 2 124 150 4 0 150 34 2 457 0 156 48 4 0 10 31 475 15 8 12
split_gain=5.39185 0.89522 0.617153 0.431697 0.327909 0.280608 0.251949 0.18199 0.163832 0.135045 0.131303 0.12296 0.0848032 0.0828455 0.102739 0.093964 0.0784658 0.120265 0.0673082 0.0641036 0.0984051 0.0646778 0.0663874 0.129899 0.0617899 0.060454 0.0551801 0.0551115 0.0544866 0.0471206
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10497000000000002 0.098630000000000009 -0.022174999999999997 0.094585000000000016 0.062655000000000016 0.17025000000000004 0.14122000000000004 -0.080389999999999989 1.0000000180025095e-35 0.00063500000000000004 -0.11173999999999999 0.09487000000000001 -1.0000000180025095e-35 0.13404500000000005 0.048635000000000005 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 -0.17966999999999997 -0.062294999999999996 -0.38124499999999995 -0.077289999999999984 -0.082014999999999991 -0.03241999999999999 0.08573500000000002 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 -3 9 13 16 12 18 26 14 27 29 25 28 -5 -16 -21 22 -22 -24 -11 -4 -7 -1 -18 -15
right_child=1 2 7 11 -6 10 -8 -9 -10 24 -12 -13 -14 15 19 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043421289048755035 0.00045129842760073931 0.00042649199846335868 0.00016377180426276939 0.0002180286929668749 0.00023157024138417478 0.00049265838422244725 0.00024267841974569561 0.00032518274941831932 0.00055127261719263706 0.00010363977726585433 0.00030274608848141686 0.00042740338343699101 0.00031820892375358231 0.00045605478520721957 0.00047478900364442139 0.00031693142669014335 0.00028174902905170362 0.00013373020993888855 0.00034114504415614933 0.00057987410356016725 0.00050752130129545553 0.00033023625137467008 0.0004444584802868157 0.00028470253587520425 -3.5291567195706782e-05 2.000012586381265e-05 0.00041837419033799499 0.00030306977694671529 0.00016527988527919731 0.00039550126060466597
leaf_weight=28 74 79 22 38 201 43 45 22 76 32 41 28 30 174 1075 27 47 85 31 20 55 20 287 21 20 23 363 22 23 69
leaf_count=28 74 79 22 38 201 43 45 22 76 32 41 28 30 174 1075 27 47 85 31 20 55 20 287 21 20 23 363 22 23 69
internal_value=0 0.000247836 0.0002227 0.000446003 0.000280489 0.000451292 0.000359785 0.000154155 0.0004621 0.000139224 0.000408832 0.000317813 0.000418808 0.00045833 0.000463925 0.000426668 0.000162368 0.000183295 0.000273342 0.000466883 0.000445792 0.00043879 0.000444771 0.000433566 5.02046e-05 9.02885e-05 0.000426242 0.00037651 0.000243481 0.000438861
internal_weight=0 673 599 2448 325 2351 124 274 1874 252 477 97 436 1798 1528 270 200 155 69 1478 403 383 363 308 52 45 406 50 70 243
internal_count=3121 673 599 2448 325 2351 124 274 1874 252 477 97 436 1798 1528 270 200 155 69 1478 403 383 363 308 52 45 406 50 70 243
is_linear=0
shrinkage=0.00196078


Tree=8865
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 2 4 4 0 12 2 12 457 4 1 1 43 3 47 50 16 12 4 43 4 16 13 159 15 16
split_gain=8.81945 1.0112 0.881453 0.479766 0.477403 0.438629 0.414795 0.290504 0.281502 0.274764 0.272049 0.265585 0.202528 0.199264 0.177629 0.15128 0.13278 0.257642 0.110972 0.0921401 0.0910238 0.0834988 0.0899727 0.0813692 0.0786986 0.0759572 0.0718397 0.0673172 0.0670002 0.0835452
threshold=0.10752500000000002 -0.053259999999999995 -0.065819999999999976 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.36766000000000004 0.40945500000000007 -0.14832499999999996 0.051320000000000005 0.13404500000000005 -1.0000000180025095e-35 0.094310000000000019 0.033845000000000007 0.12656000000000003 0.122715 -0.013199999999999998 0.30112000000000005 0.077555000000000013 0.041865000000000006 -0.12029499999999999 0.091545000000000015 -0.50262499999999988 -0.080554999999999974 -0.008819999999999998 -0.0094449999999999968 -0.47860499999999995 0.082585000000000006 0.079055000000000014 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 10 7 8 16 -1 -10 18 23 -13 21 -9 24 -3 -18 27 26 -15 22 -11 25 -2 -6 -7 28 29 -4
right_child=1 5 4 -5 11 19 -8 14 9 13 -12 12 -14 20 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071273163281461243 0.00058841841403374734 0.00026243992631184396 0.00045027800140337706 0.00029038750316972043 0.00042657529426735809 0.00018267943514486089 0.00032336208893266185 0.00029032771376523507 0.00039832172475928697 0.00072245122831640185 0.00038176405742905997 0.00052664614588976357 0.00030970954371878855 0.00056390120633202504 0.00015023241262971773 0.00037489889659680269 0.00046253561190501529 0.00025872722912146853 0.00065941676720890894 0.00023134538756154686 0.00047980174358255677 0.00056913725599918251 0.00059580581414629121 0.0002521216823995717 0.00046752486861630224 0.00027794993135566809 4.8626293594741629e-05 0.00059691715957850197 0.00059072452393126365 0.00054190447898599297
leaf_weight=62 47 64 65 75 39 22 24 61 32 22 40 78 21 101 81 31 57 41 34 23 97 570 1096 31 37 20 51 62 44 93
leaf_count=62 47 64 65 75 39 22 24 61 32 22 40 78 21 101 81 31 57 41 34 23 97 570 1096 31 37 20 51 62 44 93
internal_value=0 0.000294614 0.000560824 0.000412395 0.000489469 0.000238668 0.000579589 0.000275156 0.000582695 0.000578491 0.0005336 0.000410548 0.000480629 0.000581548 0.000210414 0.000491965 0.000331904 0.000377269 0.00055398 0.000123123 0.000522701 0.000588451 0.000598298 0.000333458 0.000535168 0.000376194 8.90259e-05 0.000540401 0.000523055 0.00050421
internal_weight=0 590 2531 190 527 400 2004 304 1980 1918 338 189 99 1886 142 115 162 98 298 96 198 1688 1118 90 84 59 73 264 202 158
internal_count=3121 590 2531 190 527 400 2004 304 1980 1918 338 189 99 1886 142 115 162 98 298 96 198 1688 1118 90 84 59 73 264 202 158
is_linear=0
shrinkage=0.00196078


Tree=8866
num_leaves=31
num_cat=0
split_feature=1 1 155 12 43 3 3 1 12 0 43 0 51 4 124 13 2 4 16 0 50 15 133 43 1 52 484 4 0 132
split_gain=0.292009 0.0521633 0.0383402 0.0382893 0.0342673 0.0337949 0.0325894 0.0267916 0.0225906 0.0214975 0.0211941 0.0254024 0.0211562 0.0230345 0.0215346 0.0212242 0.0198049 0.0189777 0.0229155 0.0238895 0.0200471 0.0207516 0.0195919 0.0189607 0.0189256 0.0209408 0.018861 0.018357 0.0183235 0.0182248
threshold=0.10920500000000001 0.13657000000000002 0.10158500000000002 0.051320000000000005 0.070450000000000013 0.11924500000000002 -0.11171999999999999 0.085605000000000014 0.11734000000000001 -0.14226499999999997 -0.04890499999999999 -0.21861499999999998 -0.24351499999999995 -0.0086549999999999978 -0.062639999999999987 -1.0000000180025095e-35 0.09678500000000001 0.0033150000000000007 -0.082404999999999992 -0.092089999999999991 -0.099524999999999988 -0.067579999999999987 0.086910000000000015 -0.077944999999999987 0.16773500000000005 0.056145000000000007 -0.063689999999999983 -0.14098499999999997 -0.15350499999999997 0.087360000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 12 6 27 28 9 -5 -9 16 -2 14 -14 -16 -12 -11 19 -19 23 -22 -21 -20 25 -3 -15 -1 -8 -28
right_child=1 24 -4 8 -6 -7 7 10 -10 17 11 -13 13 26 15 -17 -18 18 20 22 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0041559839388355616 0.0053701377415563915 0.0010702218535263931 0.0075126854745163167 0.0072084592487394383 0.0065704576271985258 0.0012527688955500103 0.0081483466988977269 0.0031994138719759362 0.0039349527782847537 0.005648692328152803 0.0022432205673211659 0.0063669056458867355 0.0014331994358640673 -0.00051657618896570055 0.0037408153192164044 0.0077475824824068708 0.0056294936806924887 0.0047326219194224603 0.0035956611840943387 0.0052063041515648363 0.0041080286896045684 0.00097664174426234131 0.0089967432384340414 0.0078499343854309712 -0.0013021161015469419 0.0037388819933403283 0.0027863725367462469 -0.00012852556654252111 0.0054677337551872962 -0.00040202494070399556
leaf_weight=20 32 111 22 78 28 30 34 93 87 1653 39 78 22 24 39 20 31 113 22 25 59 33 30 20 23 40 173 20 102 20
leaf_count=20 32 111 22 78 28 30 34 93 87 1653 39 78 22 24 39 20 31 113 22 25 59 33 30 20 23 40 173 20 102 20
internal_value=0 0.00280411 0.00346072 0.0053356 0.00321172 0.00449452 0.00472774 0.00501569 0.00551294 0.00558047 0.00438242 0.0051258 0.00292673 0.00266436 0.00410338 0.00509904 0.00374286 0.00551552 0.0047866 0.00556456 0.00381124 0.00298481 0.00727382 0.00562151 0.00137012 0.00177715 0.00212721 0.00201373 0.00613789 0.00245597
internal_weight=0 554 380 2567 358 447 417 377 2120 2033 241 148 330 298 81 59 70 1955 302 168 134 92 55 42 174 151 217 40 136 193
internal_count=3121 554 380 2567 358 447 417 377 2120 2033 241 148 330 298 81 59 70 1955 302 168 134 92 55 42 174 151 217 40 136 193
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=31
num_cat=0
split_feature=1 12 1 47 0 475 149 12 4 41 4 133 402 3 52 15 4 47 16 49 48 3 151 1452 4 43 16 13 3 42
split_gain=0.239173 0.0645389 0.0334398 0.0316883 0.0255899 0.0247672 0.0244702 0.023952 0.0349782 0.0344913 0.0232732 0.0374597 0.0231698 0.0220004 0.021146 0.0203099 0.0218629 0.0217617 0.0273531 0.0231964 0.0226423 0.0205102 0.0227361 0.0200568 0.0200206 0.0198803 0.0207137 0.031378 0.0319862 0.0294955
threshold=0.11910500000000002 0.051320000000000005 0.092390000000000014 0.085505000000000012 -0.040504999999999992 -0.068264999999999978 0.081720000000000015 0.092550000000000007 -0.51253999999999988 0.077565000000000009 -0.068329999999999988 -0.054584999999999995 0.10052500000000002 -0.072624999999999981 0.088005000000000014 0.035560000000000008 0.42642000000000008 0.080455000000000013 -0.29154999999999992 0.0093850000000000027 0.086035000000000014 -0.0037349999999999996 -0.080994999999999998 0.087755000000000014 0.057560000000000007 -0.072269999999999987 -0.062804999999999986 -0.011914999999999999 -0.069009999999999974 0.10256000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 24 -1 -2 8 -3 10 11 14 13 -13 -9 16 17 19 -19 20 21 22 -4 -10 -5 -12 27 29 -29 -27
right_child=3 7 15 4 -6 -7 -8 9 23 -11 25 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0020944097719620912 0.0010004835370637012 0.0092551296576857574 0.0018592236392695697 0.0063681090529176549 0.00028785709679747621 0.0050887117636706858 0.0046511726966127756 0.0058465072512626651 0.0050665994551734993 0.00061608288749332796 0.0049623280451559894 0.0054449320267679017 0.0015957649704068898 0.0025262722749552079 0.010444987589726226 0.0054048907184707264 0.0049781834979685732 0.0014863595621482958 0.0061030837370322629 -0.00056909320811773171 0.0038653778574678681 0.0029082954270680523 -0.002402343852112868 0.0070689710613805806 0.0030624063598774023 0.0075648788303180146 0.0027997698778143296 -5.4013459399963416e-05 0.0048812958708932177 0.0037137547256173315
leaf_weight=32 224 21 31 28 21 202 20 20 1316 22 191 236 20 29 20 35 42 21 33 29 71 55 21 52 53 43 143 24 29 37
leaf_count=32 224 21 31 28 21 202 20 20 1316 22 191 236 20 29 20 35 42 21 33 29 71 55 21 52 53 43 143 24 29 37
internal_value=0 0.00470673 0.0037603 0.00191847 0.00339862 0.00467923 0.00129972 0.00495247 0.00520489 0.00452174 0.00463023 0.00528003 0.00487783 0.00512553 0.00814575 0.00312412 0.00286066 0.00251991 0.00430769 0.00205353 0.00248081 0.00156208 0.000138206 0.00514271 0.00420512 0.00417801 0.00363524 0.00453353 0.00264644 0.00578373
internal_weight=0 2775 572 346 102 234 244 2203 1389 814 792 325 285 265 40 338 303 261 54 207 178 107 52 1368 81 467 276 133 53 80
internal_count=3121 2775 572 346 102 234 244 2203 1389 814 792 325 285 265 40 338 303 261 54 207 178 107 52 1368 81 467 276 133 53 80
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 14 2 4 12 2 2 9 0 47 1 12 52 52 49 50 4 1 12 0 11 2 0 2 4 0
split_gain=7.27664 1.26775 0.571614 0.499609 0.422345 0.37028 0.292802 0.248413 0.223412 0.215603 0.28434 0.204231 0.206917 0.289407 0.160184 0.150408 0.145445 0.141709 0.117429 0.115898 0.11264 0.0999223 0.0917465 0.0824485 0.0807844 0.0722686 0.0707921 0.0629558 0.0597689 0.0585974
threshold=0.10508500000000001 -0.053259999999999995 0.099515000000000006 0.27834500000000006 0.14753000000000002 0.062655000000000016 -0.13033999999999998 -0.17966999999999997 0.080890000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.11734000000000001 0.0046550000000000003 -0.092399999999999982 -0.054984999999999992 0.041865000000000006 0.0082450000000000006 0.12408500000000001 0.087695000000000009 -0.060129999999999996 0.081790000000000015 0.11411 -0.046359999999999991 0.31358000000000003 -0.51843499999999987 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 7 6 -1 -3 16 -9 -11 -8 13 14 29 24 17 -4 -2 27 22 -12 28 -24 26 -5 -10 -6 -14 -13
right_child=1 4 8 25 19 -7 11 9 15 10 21 12 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00034852784597730845 0.00037564033240664236 0.00044637837757666903 0.00046020491906971327 0.00038467251014136423 0.00013559756846185408 0.00068665079572275225 0.00035714325951594934 0.00018003294610991868 0.00052492099965071118 0.00047761632130809373 0.00029719186859755232 0.0006000978453041347 0.00068058104898212097 0.00067338553830689079 0.0003711934260463987 0.00042170047184781115 0.00051053890742771993 0.0003062244822993501 0.00052315222032964519 0.00025615989209136085 0.00050010399052040193 0.00019958043310459292 0.00055659303374111632 0.0004642533478334119 0.00060847713885938423 0.00026589438870361348 0.00041876551448303282 1.1643685653078956e-05 0.00057905530988665397 0.00046505115366254755
leaf_weight=27 25 32 40 31 50 81 20 84 229 29 144 21 23 25 60 64 42 54 122 23 105 56 795 39 40 54 27 23 726 30
leaf_count=27 25 32 40 31 50 81 20 84 229 29 144 21 23 25 60 64 42 54 122 23 105 56 795 39 40 54 27 23 726 30
internal_value=0 0.000311542 0.000541755 0.000428874 0.000249817 0.000556858 0.000551239 0.000281826 0.000482315 0.000265002 0.00029617 0.000554207 0.000556368 0.000482793 0.000439867 0.000507893 0.00041461 0.000371748 0.000498065 0.000134785 0.000562296 0.000269861 0.000566421 0.000552275 0.000526529 0.000309213 0.000513725 9.65436e-05 0.000582173 0.000520659
internal_weight=0 673 2448 232 441 1952 1871 345 496 313 229 1844 1824 136 111 360 136 94 147 96 1688 200 1583 834 296 85 256 73 749 51
internal_count=3121 673 2448 232 441 1952 1871 345 496 313 229 1844 1824 136 111 360 136 94 147 96 1688 200 1583 834 296 85 256 73 749 51
is_linear=0
shrinkage=0.00196078


Tree=8869
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 14 47 4 1 2 4 2 4 4 0 15 475 0 4 16 4 2 1 3 13 4 15 10 13 160
split_gain=7.93482 1.02159 0.850437 0.56796 0.5626 0.347376 0.318734 0.242398 0.224065 0.216662 0.203662 0.192425 0.192144 0.149895 0.139279 0.123627 0.100479 0.100039 0.120282 0.0835298 0.0817952 0.0816602 0.0816338 0.0772171 0.0758964 0.0671285 0.0656763 0.0629603 0.0533442 0.0513739
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.085055000000000006 0.076175000000000007 0.12958500000000003 0.40124500000000002 0.09253500000000002 0.14960000000000004 0.27834500000000006 0.14122000000000004 0.36766000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.066784999999999983 -0.079119999999999982 -0.55119499999999988 -0.040964999999999994 -0.036839999999999991 -1.0000000180025095e-35 0.104035 -0.12711499999999995 -1.0000000180025095e-35 -0.020529999999999996 -0.41942499999999994 -0.38124499999999995 -1.0000000180025095e-35 -0.072884999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 28 13 9 20 -4 10 -3 12 16 14 15 -1 -5 -16 -19 -8 -6 -15 -18 -20 29 -17 -11 -28 -2 -12
right_child=1 6 8 11 7 -7 19 -9 -10 26 24 -13 -14 21 17 25 22 18 23 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00057697104955471582 0.00024555075858884 0.00030083555716486091 0.00047892918778022681 0.00055423906973145281 0.00058143236312292322 0.00066600190582304531 0.00024172237848756615 0.0002896207240564425 0.00028781453829362078 0.00014066466600542852 0.00019777931750058106 0.00033347921486942181 0.00032986908646403357 0.00036451092526090865 0.00055049460786008183 0.00049293979264997524 0.00047964419496979464 0.00065364668817471364 0.00041984682198332134 0.00040708217934212266 0.00045527295550540006 0.00049259887422635354 0.00035620252643305136 0.00051613648290299878 0.00023831776955375309 0.00035194099188976701 9.1634751461884564e-05 -4.752327998479207e-05 0.00031449329334336137 9.205403017086751e-05
leaf_weight=23 110 46 34 68 29 77 23 29 77 28 24 41 33 22 1175 21 323 23 35 24 62 147 22 376 27 34 25 25 71 67
leaf_count=23 110 46 34 68 29 77 23 29 77 28 24 41 33 22 1175 21 323 23 35 24 62 147 22 376 27 34 25 25 71 67
internal_value=0 0.00026167 0.000514177 0.000521875 0.000341618 0.000536952 0.000178403 0.000445729 0.000346354 0.000149706 0.000190167 0.000462029 0.000473846 0.000531598 0.000537175 0.000456257 0.000485351 0.000541098 0.000515659 0.000326161 0.000495478 0.000475925 0.000471773 0.000507937 0.000147025 0.000405777 6.46333e-05 2.20557e-05 0.000272595 0.000119938
internal_weight=0 590 2531 2420 301 1933 289 120 111 242 164 487 446 1856 1687 78 413 1609 434 47 91 169 345 411 118 55 78 50 181 91
internal_count=3121 590 2531 2420 301 1933 289 120 111 242 164 487 446 1856 1687 78 413 1609 434 47 91 169 345 411 118 55 78 50 181 91
is_linear=0
shrinkage=0.00196078


Tree=8870
num_leaves=31
num_cat=0
split_feature=1 3 1 1 2 4 12 2 3 16 52 1419 51 475 475 475 133 16 42 13 4 0 2 1443 1429 51 12 475 1456 11
split_gain=0.268902 0.0477369 0.034108 0.0328953 0.0290281 0.0287718 0.02972 0.0260716 0.0231687 0.0230821 0.0383661 0.0274169 0.0263172 0.0230177 0.0456649 0.0300864 0.0307176 0.0219176 0.021098 0.0244048 0.0229969 0.0193856 0.0231139 0.0186614 0.0188299 0.0268696 0.0453533 0.0314454 0.0240151 0.0208652
threshold=0.10920500000000001 -0.049509999999999992 0.091195000000000012 0.16540500000000002 0.13404500000000005 -0.17966999999999997 0.089150000000000021 0.11411 -0.083654999999999993 0.19444000000000003 0.070205000000000017 0.086325000000000013 -0.22411499999999998 -0.088274999999999978 -0.10137499999999998 -0.085684999999999997 0.08622500000000001 0.13751500000000003 0.11159000000000001 -0.004174999999999999 0.024790000000000003 -0.068944999999999992 0.08647500000000001 0.084655000000000022 -1.0000000180025095e-35 -0.047599999999999996 0.083985000000000018 -0.084169999999999981 0.10959500000000001 0.081790000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 18 9 -4 8 -2 -7 12 11 -11 -1 14 -14 16 -15 -6 19 -3 -21 22 -10 24 -17 26 -26 -28 29 -27
right_child=1 3 5 -5 17 6 -8 -9 21 10 -12 -13 13 15 -16 23 -18 -19 -20 20 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.008975417699132647 0.0049794072136002667 0.0019347144999882987 0.0059836338375244746 -0.0014902507676742972 0.00095985346146065884 0.00039265188455689121 0.0048514126836078694 0.0025328817673080143 0.005719128411089746 0.004321322267434361 0.0006117914337664843 0.0073872748735759946 0.0062453678809106352 0.0099328940423826385 -0.000356843252084218 0.0074451098911373359 0.0053274882457377062 0.0052119346060366797 -0.00022468658599762186 0.0060855140575327947 0.0027671414445649134 0.0007881771445020357 0.0031613879826972672 0.0072202673293995092 -0.00045401033989730336 0.0054814228555104668 0.0074566200284087768 0.0032233020176793987 0.002023995126641932 0.0025668542124330997
leaf_weight=21 108 222 91 25 27 26 217 73 51 175 24 35 22 30 20 41 28 22 31 31 64 22 115 54 21 1404 28 47 21 25
leaf_count=21 108 222 91 25 27 26 217 73 51 175 24 35 22 30 20 41 28 22 31 31 64 22 115 54 21 1404 28 47 21 25
internal_value=0 0.00266013 0.0050894 0.00201349 0.00527356 0.00436791 0.00402678 0.00399269 0.00319058 0.00533259 0.00439944 0.00483231 0.00545652 0.00541407 0.00310146 0.00547124 0.00770959 0.00286895 0.0022652 0.00250869 0.00384998 0.00357753 0.0039472 0.00539213 0.00532992 0.00527383 0.00365361 0.00480374 0.0053811 0.00543043
internal_weight=0 554 2567 373 2045 522 431 181 214 1996 234 210 1762 1741 42 1699 58 49 348 317 95 188 166 1641 1587 1546 96 75 1450 1429
internal_count=3121 554 2567 373 2045 522 431 181 214 1996 234 210 1762 1741 42 1699 58 49 348 317 95 188 166 1641 1587 1546 96 75 1450 1429
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=31
num_cat=0
split_feature=1 12 2 132 151 3 12 1 2 16 34 2 4 0 14 4 14 16 150 15 0 42 4 402 0 1427 4 16 50 51
split_gain=0.219426 0.0616686 0.0347068 0.0352644 0.0300578 0.0276628 0.0301068 0.0272913 0.0251595 0.028652 0.0251117 0.0305519 0.0226105 0.0229246 0.0232631 0.0194542 0.0216087 0.0220134 0.018798 0.0172094 0.0164869 0.0160224 0.0180238 0.0228745 0.0161369 0.0160863 0.0435894 0.0187086 0.0275503 0.031445
threshold=0.12000500000000001 0.051320000000000005 0.10855000000000002 0.08696000000000001 0.050660000000000004 0.30112000000000005 -0.42850999999999995 0.10124500000000002 0.073895000000000002 -0.0064149999999999997 -0.021334999999999996 0.116525 0.40124500000000002 -0.14920999999999998 0.078320000000000015 -0.04890499999999999 -0.41790499999999997 -0.008904999999999998 0.08926000000000002 0.13592500000000005 -0.019414999999999998 0.11457500000000002 -0.080094999999999986 -0.088779999999999984 -0.067094999999999988 0.083935000000000023 -0.021294999999999998 -0.010264999999999998 1.0000000180025095e-35 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 18 7 10 -7 8 9 -1 -2 20 13 14 -3 -13 -17 -18 -4 21 -12 25 -23 -24 -25 27 -27 -15 29 -29
right_child=5 12 3 -5 -6 6 -8 -9 -10 -11 11 15 -14 19 -16 16 17 -19 -20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0004618646292947233 2.2780782101341547e-05 0.009490454847564252 0.0035342224578448996 -0.001433651912070456 0.0010448804590851069 0.0027112698776524187 -0.001002281433788174 0.0029564495545414109 0.0053299957356299811 0.0054100396026941864 0.0053168877528083549 0.00469776095735142 0.0024528660153601924 0.0050147768626672825 0.0052769724849464471 0.0042522639624075964 0.0015499629102469911 -0.0021243127216207954 0.0010121591301121486 0.0027577016640200538 0.0020147593470201605 0.0059122608476800138 0.0043363458995196611 -0.00047487271494110641 0.0033592232502996922 0.0095554538223390981 0.0043212659747862234 0.004276523818905335 0.0062489841912972653 0.00033819927041241459
leaf_weight=25 39 20 122 21 30 34 61 103 217 22 54 20 43 1185 38 20 63 22 39 44 21 29 62 23 21 26 41 586 69 21
leaf_count=25 39 20 122 21 30 34 61 103 217 22 54 20 43 1185 38 20 63 22 39 44 21 29 62 23 21 26 41 586 69 21
internal_value=0 0.00448264 0.00356404 0.00242056 0.00408826 0.00177026 0.000326779 0.00433703 0.00487567 0.00277803 0.00234403 0.00279668 0.00472352 0.00476862 0.0067299 0.00183931 0.00129484 0.000598974 0.00292329 0.00471463 0.00439229 0.00475636 0.00370319 0.00309882 0.00135504 0.00483011 0.00635244 0.0047753 0.00435551 0.00414027
internal_weight=0 2787 579 182 397 334 95 367 264 47 239 200 2208 2165 58 125 105 85 161 2107 75 2063 135 106 44 1928 67 1861 676 607
internal_count=3121 2787 579 182 397 334 95 367 264 47 239 200 2208 2165 58 125 105 85 161 2107 75 2063 135 106 44 1928 67 1861 676 607
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 159 2 14 1 42 1 52 457 1 50 3 51 3 2 47 1429 147 4 16 49 1 43 0
split_gain=5.36271 0.692082 0.566243 0.47936 0.36653 0.301043 0.223737 0.199066 0.178474 0.140219 0.126826 0.11418 0.106673 0.0830259 0.0777944 0.139872 0.0735456 0.0734123 0.0790162 0.0675219 0.0638358 0.059918 0.0557307 0.0517657 0.0503744 0.103367 0.0500162 0.0478588 0.0468263 0.0467616
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.069009999999999974 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.082585000000000006 0.091265000000000013 0.076175000000000007 0.092845000000000025 -1.0000000180025095e-35 0.080270000000000022 0.31359500000000001 0.080930000000000016 0.084525000000000003 0.083090000000000011 -0.10831999999999999 0.0053700000000000006 -0.14186499999999996 0.25063000000000007 0.078345000000000012 -0.015219999999999999 0.088610000000000008 -0.050494999999999991 -0.008904999999999998 -0.078034999999999979 0.10337500000000001 0.0051600000000000005 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 5 8 23 11 9 12 -4 -5 13 -1 19 -16 17 -14 27 -10 -8 24 -2 -3 -13 -26 -12 -19 -18 -23
right_child=1 6 10 7 -6 -7 20 -9 14 -11 26 21 16 -15 15 -17 28 18 -20 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00051238671787705368 0.00053277440940207557 0.00027306641156736925 0.00043175990106444163 0.00044765019633287624 0.00030594120232270693 0.00031801134406707891 0.00016222759945912294 0.00018272080420630641 0.00051409513138359064 0.00059211604394155163 0.00034497288053109197 0.00033205377947333236 0.00033772596943320009 0.0004091681407117753 0.0004916826172557938 0.00027299417123039139 0.00051432894768393164 0.00048153071302150163 0.00036261220741756154 0.0004611968270494409 4.5716038789429697e-05 0.00038776455689844649 0.00042054130555757509 0.00016698045369122877 0.00030316525873015908 0.00011656136207637333 0.00024287073426753987 0.00038119120486811094 0.0004548762847228544 0.00027729973118319592
leaf_weight=894 22 112 37 22 45 41 130 59 108 61 35 22 20 31 23 22 187 212 28 658 21 34 75 21 25 21 39 20 70 26
leaf_count=894 22 112 37 22 45 41 130 59 108 61 35 22 20 31 23 22 187 212 28 658 21 34 75 21 25 21 39 20 70 26
internal_value=0 0.000267383 0.000474968 0.00033208 0.00048125 0.000484571 0.000197675 0.000279209 0.000487497 0.000500009 0.000338028 0.000317161 0.000496166 0.000508928 0.000464 0.000384768 0.000474184 0.0004522 0.000461006 0.000468655 0.000146024 0.000294734 0.000445996 0.000256316 0.000254884 0.000217977 0.000291162 0.000472881 0.000498136 0.000339896
internal_weight=0 590 2531 306 2420 2375 284 209 2334 1523 111 150 1462 925 811 45 537 280 260 766 151 128 97 133 68 46 74 232 257 60
internal_count=3121 590 2531 306 2420 2375 284 209 2334 1523 111 150 1462 925 811 45 537 280 260 766 151 128 97 133 68 46 74 232 257 60
is_linear=0
shrinkage=0.00196078


Tree=8873
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 3 3 3 12 15 16 4 123 3 2 15 52 14 0 2 43 48 1447 16 3 13 160 12 16
split_gain=0.203622 0.0580466 0.0333963 0.0368732 0.0381596 0.0353628 0.031327 0.0248213 0.0245112 0.0250646 0.0239048 0.0226879 0.0209533 0.0205976 0.0197349 0.0213823 0.0216957 0.0358853 0.0284757 0.0211422 0.0187882 0.0197325 0.0180778 0.0179917 0.0185397 0.0243524 0.0203015 0.0179726 0.0189809 0.0159099
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.073404999999999984 -0.0029899999999999996 0.12178000000000001 -0.11171999999999999 0.30112000000000005 -0.42850999999999995 -0.23141499999999995 -0.39185999999999993 0.053180000000000012 0.10695000000000002 -0.13309499999999996 0.081685000000000021 0.040760000000000005 -0.066844999999999988 0.077685000000000018 -0.066089999999999996 0.14838000000000004 -0.072864999999999985 -0.024949999999999996 -0.072479999999999989 -0.44310499999999992 -0.14989499999999997 -0.091054999999999983 -1.0000000180025095e-35 0.092465000000000006 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 11 -10 -7 -2 14 20 15 -3 17 -17 -18 -16 21 -13 -9 -14 25 -25 -26 -21 -29 -24
right_child=8 12 3 -5 6 10 -8 22 9 -11 -12 13 23 -15 19 16 18 -19 -20 27 -22 -23 29 24 26 -27 -28 28 -30 -31
leaf_value=-0.00025436454250112825 0.0010665702617109714 0.0082572777148535743 -0.0017020419577602299 0.0070441461983136834 0.0014163054596186462 -0.00015486398284944396 0.0019798173319334942 0.0026620294413130202 0.0025749585159835133 -0.00081339051076745404 0.0032664210004494086 0.0023426537107872339 0.006324259469357248 0.00024735156489028172 0.0047398603096772303 0.0055033296333749614 0.0097787325348084181 0.0012269170327971761 0.0048689043994441083 0.0014875958108336129 0.00098372607026249166 0.0052194551692082321 0.0068352555677424686 0.0017231008060099114 0.00049254352093807286 0.0055994741512875694 0.0034337401369000497 0.0065215404333475117 0.0035456132533059261 0.004697645988421581
leaf_weight=23 92 28 20 30 24 24 60 35 34 61 137 38 26 22 1554 80 21 26 27 33 23 64 43 21 28 71 145 26 122 183
leaf_count=23 92 28 20 30 24 24 60 35 34 61 137 38 26 22 1554 80 21 26 27 33 23 64 43 21 28 71 145 26 122 183
internal_value=0 0.00437092 0.00347971 0.00363418 0.00343969 0.00226377 0.00405663 0.00449385 0.00175805 0.000399282 0.00275642 0.00229815 0.00460462 0.00306893 0.00472464 0.0057153 0.00525312 0.0044544 0.00701695 0.00462073 0.00356553 0.00414771 0.00477684 0.00381396 0.00356767 0.00471465 0.00295771 0.00359788 0.00406841 0.00510436
internal_weight=0 2787 579 556 526 181 345 285 334 95 161 239 2208 147 1917 182 154 106 48 1735 125 102 261 291 265 92 173 181 148 226
internal_count=3121 2787 579 556 526 181 345 285 334 95 161 239 2208 147 1917 182 154 106 48 1735 125 102 261 291 265 92 173 181 148 226
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 4 11 2 124 1 4 1 40 123 11 43 1 457 1 1 133 4 16 3 43 14
split_gain=8.42177 1.37942 0.797589 0.621563 0.529254 0.500294 0.426645 0.387502 0.342219 0.270414 0.24916 0.267698 0.217387 0.179117 0.192537 0.133311 0.128618 0.113982 0.110959 0.118284 0.0894507 0.0851487 0.0778178 0.0669711 0.0801933 0.0668834 0.0666496 0.0665493 0.0916578 0.0602865
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14122000000000004 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 -0.17966999999999997 1.0000000180025095e-35 0.089885000000000007 -0.080389999999999989 0.088975000000000012 -0.081114999999999979 0.122715 -0.077714999999999992 0.10695000000000002 0.078340000000000007 -0.20207499999999998 0.16175000000000003 0.048635000000000005 0.086920000000000011 0.13075500000000004 -1.0000000180025095e-35 -0.036839999999999991 0.19444000000000003 0.30112000000000005 -0.078139999999999973 0.078235000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 8 6 16 -8 10 -9 11 22 21 26 -15 25 -3 27 -12 -20 -7 -4 -1 24 -5 -2 -13 28 -11 -21
right_child=1 5 12 23 -6 20 7 9 -10 17 18 13 -14 14 -16 -17 -18 -19 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056926717142406996 0.00057249435899304406 0.00022145985909130262 0.00023848846231820783 0.00021718807266145253 0.000320438510818039 0.0001300921739666145 0.00050943314323043511 0.00048360959439774074 0.00031701878604351307 0.00020949732808980582 0.00073234384745554204 0.00053262053134407327 0.00050554830862694429 0.00053327200563848859 0.00031370640087296977 0.00036981557486446588 7.7794399276814039e-05 0.00011305438058029505 0.00046138366939974765 0.00059955939600504814 -1.4278765273890018e-05 0.00037696323581958859 0.00053666955890856107 0.00018884428334346319 0.00036594299416916042 0.00047710580445073131 0.0004883272539422716 0.00020146338735172763 0.0003217428215374279 0.00071467926943291995
leaf_weight=929 50 46 38 22 41 77 30 21 25 40 30 575 28 28 34 29 50 21 20 73 21 31 404 24 38 65 169 46 93 23
leaf_count=929 50 46 38 22 41 77 30 21 25 40 30 575 28 28 34 29 50 21 20 73 21 31 404 24 38 65 169 46 93 23
internal_value=0 0.00028641 0.000534075 0.000410428 0.000541264 0.000222868 0.000257807 0.000300328 0.000545184 0.000271942 0.00054768 0.000542331 0.000359833 0.000514121 0.000412865 0.00048862 0.000146634 0.000249717 0.000626051 0.000598561 9.91555e-05 0.000300702 0.000559388 0.000276384 0.0003114 0.000518579 0.000522559 0.00026575 0.000287985 0.00062714
internal_weight=0 673 2448 228 2351 445 347 251 2310 221 2285 2139 97 806 62 144 96 200 146 116 98 69 1333 84 60 115 744 179 133 96
internal_count=3121 673 2448 228 2351 445 347 251 2310 221 2285 2139 97 806 62 144 96 200 146 116 98 69 1333 84 60 115 744 179 133 96
is_linear=0
shrinkage=0.00196078


Tree=8875
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 10 2 2 11 43 160 123 13 124 472 4 15 160 0 0 2 2 2 3 401 402 1213 159 159 159
split_gain=0.19909 0.0520597 0.037427 0.0388931 0.0333814 0.0248083 0.02367 0.0208926 0.0230318 0.0254956 0.0225395 0.0208689 0.0194696 0.0255779 0.0193135 0.0191421 0.0188968 0.0173377 0.018261 0.0385735 0.0294624 0.0171429 0.0364628 0.0170792 0.0160314 0.0213795 0.0166815 0.0166293 0.0237565 0.0173208
threshold=0.10337500000000001 -0.07793499999999999 0.14262000000000002 0.083555000000000018 0.40124500000000002 -0.062879999999999978 0.11474000000000002 0.093320000000000014 1.0000000180025095e-35 -0.15879999999999997 -0.54913999999999985 0.11679000000000002 0.10443000000000001 -0.076779999999999987 -0.078554999999999986 -0.0083799999999999986 -0.41942499999999994 -0.53327999999999987 -0.11173999999999999 -0.14226499999999997 0.085730000000000015 -1.0000000180025095e-35 0.10613000000000002 -0.042499999999999989 0.080710000000000018 0.095250000000000015 -1.0000000180025095e-35 0.083870000000000014 0.10442500000000002 -0.094234999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 11 7 -4 16 8 10 -10 -1 21 13 -9 -15 -14 -2 -12 19 20 -19 -3 23 -23 25 27 -26 29 -29 -16
right_child=1 2 5 -5 -6 -7 -8 12 9 -11 17 -13 15 14 24 -17 -18 18 -20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0070037764019499991 0.0018559024226851761 0.001096556462848989 -0.0026439315639436248 0.0066620103504863529 0.00060172308268110185 0.0011478429348790087 0.002409707245704554 0.0019278551365542543 0.0036702889402437469 0.0076808007424879893 0.0017158813380991065 -0.00090213997988030324 0.0036165192474658459 0.0070397730088896217 0.0054260223289757173 0.00031481268350034956 0.0051841793232597416 0.0073241169564425947 0.004705179726196277 0.00016307444561139815 0.0032066162361093519 0.0032837557013176305 0.0020634285985891309 0.0061782484977609582 0.0044144522026181221 0.0076557898987084623 0.00033015198656357827 0.0085597822387214941 0.0045634388585812325 0.0037879782981386349
leaf_weight=39 20 78 22 21 22 80 68 44 23 51 21 20 59 27 79 25 116 25 1418 28 57 47 210 36 20 20 20 21 51 353
leaf_count=39 20 78 22 21 22 80 68 44 23 51 21 20 59 27 79 25 116 25 1418 28 57 47 210 36 20 20 20 21 51 353
internal_value=0 0.00258143 0.00204499 0.00246957 0.00447915 0.000330009 0.00393305 0.00451498 0.00470981 0.00643429 0.00462945 0.0022444 0.00406461 0.00425387 0.00442705 0.00263387 0.00469473 0.00456967 0.00460889 0.00336769 0.00446195 0.00241403 0.00276476 0.0045392 0.00430197 0.00444927 0.0023723 0.00432203 0.00572904 0.00408753
internal_weight=0 718 514 412 2403 102 204 2381 1662 74 1588 391 719 635 591 84 136 1549 1528 110 82 371 293 83 564 524 40 504 72 432
internal_count=3121 718 514 412 2403 102 204 2381 1662 74 1588 391 719 635 591 84 136 1549 1528 110 82 371 293 83 564 524 40 504 72 432
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 4 2 4 14 52 2 3 15 47 0 1 16 42 47 0 14 16 3 1 147 4 4
split_gain=9.01151 1.14174 0.894713 0.756696 0.468321 0.380067 0.358481 0.29654 0.276239 0.219886 0.197854 0.171709 0.170978 0.155195 0.141832 0.139907 0.138409 0.136762 0.128702 0.127675 0.12736 0.103566 0.138839 0.1032 0.0990405 0.105498 0.0931934 0.0785478 0.0782505 0.076838
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.092390000000000014 0.091545000000000015 0.12958500000000003 0.082585000000000006 -0.17966999999999997 0.11389000000000002 0.033845000000000007 0.076175000000000007 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 0.13592500000000005 0.077555000000000013 -0.11173999999999999 0.15964000000000003 -0.43320999999999993 -1.0000000180025095e-35 0.078345000000000012 -0.070154999999999981 0.062655000000000016 0.10994000000000002 0.090900000000000009 0.12205500000000001 0.088610000000000008 0.0082450000000000006 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 9 11 27 20 -6 16 15 17 13 14 -10 -7 23 19 -8 -4 -5 29 -23 24 25 -1 -2 -3 -19 -22
right_child=1 6 5 7 8 10 18 -9 12 -11 -12 -13 -14 -15 -16 -17 -18 28 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054547666227820041 0.0005683116999265456 0.00032364274213434943 0.00059521540874192687 0.00051657374457818794 0.00060822606759787599 0.00058734477062800385 0.00018902845695164467 0.00021014585329641255 0.00034399694993671978 0.00037339420489773467 0.00050449445113247521 0.00073937797618796449 0.00055355010943237981 0.00029266767321064129 0.00050911758017415808 0.00042841489992889704 0.00069602677334084512 0.00062601349366647253 4.4256729197243208e-05 0.00040182558729215054 0.00039918810056120739 0.00051041364628059862 0.00031335014368345879 0.00069057799729646421 0.00062845755518405435 0.00040819135074521978 0.00043924688635503544 0.00019248306166891958 0.00055927939130671011 0.00025312074632556349
leaf_weight=93 76 107 35 21 28 665 127 59 40 22 154 46 23 57 40 22 33 1094 29 21 20 28 27 20 38 28 30 21 72 45
leaf_count=93 76 107 35 21 28 665 127 59 40 22 154 46 23 57 40 22 33 1094 29 21 20 28 27 20 38 28 30 21 72 45
internal_value=0 0.000314752 0.000583846 0.00039785 0.000501431 0.000600337 0.000225218 0.000326864 0.000428556 0.000559979 0.000568016 0.000621774 0.000397114 0.000370851 0.000426557 0.000582255 0.000579342 0.000617347 0.000162116 0.000522694 0.000375704 0.000351052 0.000413673 0.00055783 0.000541133 0.000513708 0.000531784 0.000302124 0.000621893 0.000298065
internal_weight=0 590 2531 306 422 2109 284 200 188 234 841 1268 160 137 80 687 212 1222 156 56 141 120 55 179 159 121 106 128 1166 65
internal_count=3121 590 2531 306 422 2109 284 200 188 234 841 1268 160 137 80 687 212 1222 156 56 141 120 55 179 159 121 106 128 1166 65
is_linear=0
shrinkage=0.00196078


Tree=8877
num_leaves=31
num_cat=0
split_feature=1 1 3 132 4 50 2 0 0 16 2 131 1 484 14 15 1 132 0 47 1 160 52 4 133 16 1455 48 1446 52
split_gain=0.199201 0.0494952 0.0367786 0.0327757 0.0303459 0.0220298 0.0211973 0.0194 0.036256 0.0323201 0.0268664 0.0210407 0.0212993 0.0189124 0.0169583 0.0186044 0.0183726 0.0168956 0.0168945 0.0396829 0.0360687 0.029543 0.0277506 0.020034 0.0319604 0.02597 0.0193272 0.0183422 0.0298171 0.0248176
threshold=0.10337500000000001 0.13210500000000003 -0.028564999999999997 -1.0000000180025095e-35 0.40124500000000002 0.11768500000000003 0.14122000000000004 -0.10474999999999998 -0.082084999999999977 -0.4179199999999999 0.31098000000000003 0.094655000000000017 0.14516000000000004 0.08764000000000001 0.062655000000000016 0.095175000000000023 0.07863500000000001 0.078465000000000021 -0.11173999999999999 0.079855000000000023 0.082005000000000008 0.08443500000000001 0.11808500000000001 0.022185000000000003 0.11524500000000001 -0.16075999999999999 0.068185000000000009 0.093265000000000015 0.11018500000000002 0.13140000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 7 14 9 -9 -3 11 12 -10 -4 18 16 -16 -5 19 20 22 -22 -1 27 25 -25 -27 28 -20 -29
right_child=1 5 13 17 -6 -7 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18 -19 23 -21 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0056054381533464101 0.00016078928369097414 0.00055841364785386572 0.0020305377953800698 0.0047372149324617476 0.00078642620514570317 0.0040545982929567495 0.0022633971101263676 -0.0027989402785481487 0.00099830584168979306 0.0057096668424838713 -0.0019843578296290204 -0.00095205117194425504 0.0042417241877410567 0.0051013153977692129 0.0049629811721388258 0.0039812425140553385 0.0085810533373660292 0.0021835652521500987 0.0047182589515547598 0.0070977948988521743 -0.00034498192892387148 0.0033859626101647418 0.0013907167217915967 0.0065932322295183046 0.00057255293298833843 0.0030404134584942014 0.0062688789605586373 0.004227615592473772 0.007551032238897231 0.00080103419470385878
leaf_weight=61 20 29 227 190 22 27 41 28 41 21 22 21 40 22 25 32 32 30 1675 28 41 44 21 35 29 118 22 113 38 26
leaf_count=61 20 29 227 190 22 27 41 28 41 21 22 21 40 22 25 32 32 30 1675 28 41 44 21 35 29 118 22 113 38 26
internal_value=0 0.00258511 0.00315328 0.00403664 0.00448336 0.00137184 0.00451751 0.00101325 0.000451186 0.00272194 0.00118509 0.00186869 0.00259999 0.00230185 0.00455701 0.00591088 0.00699418 0.00438899 0.00450348 0.00361391 0.00302979 0.00158633 0.00452606 0.00458785 0.00364731 0.00415684 0.00354774 0.00469145 0.0047811 0.00358667
internal_weight=0 718 489 240 2403 229 2381 202 152 50 124 102 81 249 2340 89 57 220 2251 195 167 85 82 2056 204 175 140 1852 1713 139
internal_count=3121 718 489 240 2403 229 2381 202 152 50 124 102 81 249 2340 89 57 220 2251 195 167 85 82 2056 204 175 140 1852 1713 139
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=31
num_cat=0
split_feature=1 2 11 2 0 11 10 0 4 34 2 97 10 1 133 16 4 13 2 1446 0 13 12 1424 13 4 1446 1447 402 42
split_gain=0.16333 0.0414893 0.0338551 0.028573 0.0283884 0.0261734 0.0250993 0.0268067 0.0239929 0.0234404 0.0265783 0.0259531 0.0235526 0.0213032 0.0202621 0.019869 0.020532 0.0197194 0.0208533 0.0252234 0.017891 0.0188904 0.0250114 0.0169688 0.0163314 0.015351 0.0332501 0.0298162 0.0251329 0.0289913
threshold=0.11829500000000003 0.10045500000000002 0.080455000000000013 -0.0091949999999999983 -0.13843999999999998 0.085155000000000022 -0.079859999999999987 -0.052984999999999997 0.42642000000000008 -0.038779999999999995 0.11870500000000002 -0.079444999999999988 0.10223 0.092845000000000025 -1.0000000180025095e-35 -0.0092699999999999987 0.23246000000000003 -0.39067499999999994 0.15361500000000003 0.10734500000000001 -0.081894999999999982 -0.071554999999999994 -0.082514999999999991 1.0000000180025095e-35 -0.0093149999999999986 -0.082249999999999976 0.088360000000000008 -0.085684999999999997 0.10842 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 8 -4 7 -2 15 11 12 -8 -11 -1 -12 16 -3 -6 19 -19 -16 22 -22 25 -15 26 27 -5 29 -29
right_child=6 4 5 23 17 -7 9 -9 -10 10 14 -13 -14 24 20 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.004607400484830858 0.0014414585400090525 0.0036400659573181272 0.0086696680768259936 0.0080415315791749608 0.00051853572673280727 0.0046623307250392362 0.0020781518117132694 -0.0031289204334219302 0.0052521923864592935 0.0045939249213271674 -0.0010355384387075901 -0.0027993849827907982 0.0010825332227306298 0.0027590935832510393 0.00096450218933986855 -0.00044034007022024265 0.00091986310287294067 0.0040224071609797898 0.00071452087299390271 0.00039183048058475832 0.0042725528986193237 0.0050915321172215052 -0.00072858441621065145 0.0070277945743873723 -0.00063096316395482672 0.0039295822834126033 0.00085585247551258053 0.0044691054086128364 0.0016573480787753529 0.0071511900322770499
leaf_weight=26 33 56 28 26 20 39 24 21 21 72 25 20 26 30 74 35 55 443 22 20 20 30 20 20 27 1406 23 386 28 45
leaf_count=26 33 56 28 26 20 39 24 21 21 72 25 20 26 30 74 35 55 443 22 20 20 30 20 20 27 1406 23 386 28 45
internal_value=0 0.00390525 0.00412558 0.00405212 0.00322198 0.00633704 0.00165416 -0.000335911 0.00209174 0.0019997 0.00235213 -0.00013891 0.00366233 0.00223529 0.00159237 0.00163715 0.00229222 0.00359575 0.00372264 0.00386558 0.0020486 0.00319465 0.00177198 0.00413009 0.00115328 0.00409981 0.00457096 0.00474714 0.00456053 0.00474914
internal_weight=0 2756 2084 2017 672 67 365 54 167 311 267 44 98 83 169 146 111 505 485 463 144 70 40 1934 57 1914 508 485 459 431
internal_count=3121 2756 2084 2017 672 67 365 54 167 311 267 44 98 83 169 146 111 505 485 463 144 70 40 1934 57 1914 508 485 459 431
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 34 4 2 2 150 16 0 47 1 12 15 4 150 2 13 11 0 31 15 47
split_gain=9.76929 1.67111 1.05316 0.840213 0.445931 0.421456 0.313333 0.311331 0.222774 0.201432 0.251572 0.180851 0.170691 0.16424 0.173592 0.129114 0.10936 0.207435 0.141181 0.128149 0.10056 0.0962394 0.0848956 0.129121 0.0987526 0.0839655 0.07935 0.0733542 0.0713875 0.069462
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 -0.090999999999999984 0.13501500000000002 1.0000000180025095e-35 -0.040964999999999994 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.09141500000000001 -0.45963999999999994 -0.51843499999999987 1.0000000180025095e-35 0.10855000000000002 -0.0025349999999999995 1.0000000180025095e-35 -0.060129999999999996 -0.077289999999999984 -0.41942499999999994 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 7 9 29 12 -5 10 27 -12 -1 14 25 -7 17 18 -14 21 -13 -18 23 24 -2 -6 -21 -3 -11 -4
right_child=1 5 6 8 13 15 -8 -9 -10 28 11 20 16 -15 -16 -17 19 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048702294554780508 0.00040814774418033913 0.00023596204697767044 0.00066988532693167916 0.00059194186060005131 0.00060889790169980018 0.00032842586615709594 0.00041286212428673808 0.00078679791202824426 0.00039499982289443536 0.00022907186334480883 0.00044273621798848045 0.00038023470613121098 0.00064146633387780652 0.00048794938948346311 0.00046240550574819489 0.00053401286865955861 0.00080171024707881993 0.00076874262513288479 0.00049478370569179997 0.00064484171384300278 0.00021470056422482844 0.00067360782552475381 0.00033314443995947766 0.00036666122395478842 0.00059851945615282248 0.00069554590580223942 0.00054378958656361293 7.7591918280645123e-05 0.00011956270657832813 0.00057530413592654618
leaf_weight=22 22 22 72 34 351 23 32 76 63 37 36 21 49 48 29 24 23 24 52 450 43 1146 99 88 20 49 32 23 60 51
leaf_count=22 22 22 72 34 351 23 32 76 63 37 36 21 49 48 29 24 23 24 52 450 43 1146 99 88 20 49 32 23 60 51
internal_value=0 0.000376125 0.000460888 0.000642869 0.000650247 0.000263498 0.000585702 0.000663872 0.000464031 0.000230499 0.000276768 0.000331556 0.000658676 0.000596722 0.000608892 0.000433406 0.000660802 0.000604883 0.000565947 0.000665036 0.000269016 0.000676128 0.000376407 0.000409353 0.000498801 0.000619512 0.000638133 0.000155017 0.000161334 0.000630669
internal_weight=0 673 384 2448 2351 289 155 1874 97 242 145 100 1798 477 429 47 1776 125 101 1651 64 1169 229 130 42 400 482 45 97 123
internal_count=3121 673 384 2448 2351 289 155 1874 97 242 145 100 1798 477 429 47 1776 125 101 1651 64 1169 229 130 42 400 482 45 97 123
is_linear=0
shrinkage=0.00196078


Tree=8880
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 2 159 0 4 3 0 49 0 2 1 0 0 12 52 4 2 4 4 15 2 14 16 42
split_gain=8.54299 1.06473 0.976183 0.824493 0.539546 0.375541 0.340245 0.299143 0.272351 0.23658 0.232386 0.177429 0.168741 0.166179 0.157947 0.194136 0.143291 0.123508 0.136896 0.122795 0.116518 0.116074 0.0940595 0.0860917 0.0814379 0.122093 0.105978 0.0729369 0.0668031 0.0939386
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.27834500000000006 0.089885000000000007 0.08154500000000002 -0.13027499999999997 -0.17966999999999997 -0.14847999999999997 -0.23194499999999998 -0.017229999999999999 -0.067094999999999988 0.092235000000000025 0.16175000000000003 -0.030209999999999997 -0.13027499999999997 0.086505000000000012 1.0000000180025095e-35 0.098655000000000007 0.10381000000000001 -0.46376499999999993 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.44847999999999993 0.0057500000000000008 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 12 27 7 9 21 -4 -6 -9 -1 -2 15 -12 -7 18 -13 -20 22 -5 -17 -19 26 -26 -14 -3 -11 -30
right_child=1 5 6 8 10 16 -8 11 -10 28 14 17 24 -15 -16 20 -18 23 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00073444675952992976 0.00037440543561255565 0.00038004304976739251 0.00075020256927398857 0.00034360601625663893 0.00058970303191631975 0.00019527489904610273 0.00035264093435806828 0.00065612179071439941 0.00021319409474742664 0.00062142204687629945 0.00051712433822334754 0.00042907134041774504 0.0006494941350022053 0.00056714703516325344 0.00028329640942328541 0.00043436541412474392 3.2767572768909084e-05 0.00056683677241633199 0.0007145761238301501 0.0005715262444704822 0.00051113201287008973 0.00049008177607397512 0.00029242223928518154 0.00041960781379926122 0.00055712198740557619 0.00040362320348996461 0.00048154160526453282 0.00028060711348605583 0.0006573024001145511 0.00054195065216629365
leaf_weight=22 21 41 53 104 31 126 21 89 60 1105 63 25 52 95 33 28 25 26 24 596 20 26 50 37 76 27 20 92 38 95
leaf_count=22 21 41 53 104 31 126 21 89 60 1105 63 25 52 95 33 28 25 26 24 596 20 26 50 37 76 27 20 92 38 95
internal_value=0 0.000321749 0.000583754 0.000401994 0.000497668 0.000235287 0.000600979 0.000603477 0.000322467 0.000621917 0.000432064 0.000573606 0.000572596 0.000532254 0.000406874 0.000432204 0.00016837 0.000563234 0.000571328 0.000577064 0.000377612 0.000372901 0.000343376 0.000480369 0.000552249 0.000516884 0.000602841 0.00031126 0.000616425 0.000574908
internal_weight=0 590 2531 306 422 284 2109 2088 190 1291 225 797 197 116 194 161 151 708 645 620 98 130 78 63 175 103 72 133 1238 133
internal_count=3121 590 2531 306 422 284 2109 2088 190 1291 225 797 197 116 194 161 151 708 645 620 98 130 78 63 175 103 72 133 1238 133
is_linear=0
shrinkage=0.00196078


Tree=8881
num_leaves=31
num_cat=0
split_feature=1 3 12 15 4 15 2 39 52 2 52 2 4 132 3 12 0 133 12 1456 2 2 0 160 475 156 15 0 0 0
split_gain=0.205385 0.0351731 0.0325829 0.0354452 0.0310831 0.0531172 0.0304978 0.02824 0.027164 0.0250243 0.0248439 0.0213716 0.0203938 0.0193911 0.0292976 0.0180119 0.0288925 0.0328872 0.0393447 0.0284134 0.0364267 0.0345704 0.0286819 0.0287879 0.0221458 0.0179616 0.0265245 0.0287468 0.0171386 0.0163721
threshold=0.11146500000000002 0.31299000000000005 0.051320000000000005 0.050935000000000008 -0.17966999999999997 -0.03241999999999999 0.11093500000000002 0.088025000000000006 0.08257500000000001 0.11474000000000002 -0.088614999999999985 0.079055000000000014 0.40124500000000002 0.10613500000000002 0.42240500000000009 0.08598500000000002 -0.14832499999999996 0.11269500000000002 0.085885000000000017 0.075120000000000006 0.088300000000000003 0.091185000000000002 -0.086409999999999987 -0.089974999999999986 -0.085734999999999992 0.10272000000000002 -0.037864999999999989 -0.062294999999999996 -0.068944999999999992 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 8 11 9 10 -2 -6 -7 15 14 -3 16 -4 18 19 20 24 -22 23 -21 -18 26 27 -11 29 -12
right_child=1 13 12 -5 5 6 -8 -9 -10 25 28 -13 -14 -15 -16 -17 17 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053104914706684171 0.0044108516782627354 0.0010383288024996336 0.0080807702524135962 0.0064981951464920546 0.0053337866718021149 -0.00011929249804880886 -0.0024147181616475184 0.0016667392840705967 0.0064573122788164202 0.003725969796687423 0.0025015222207370284 0.0036252471768031163 0.0016449125262046106 0.0031293074331747803 -0.0033384454260522037 0.0045388233781596668 0.0077642483027795181 0.0011521051499238681 0.0093254824338311511 0.0084577182680368439 -0.0011748539283871651 0.0044544925787098092 0.0091672951411777021 0.0038300396485549471 0.0047141761572681478 0.0051585011810675501 -0.0013890369841828944 -0.00046430411854420203 0.00071572702578240788 0.0046059625207987157
leaf_weight=77 124 65 33 43 52 27 21 150 33 64 99 35 22 26 20 1593 26 21 22 20 20 24 29 41 282 20 20 22 31 59
leaf_count=77 124 65 33 43 52 27 21 150 33 64 99 35 22 26 20 1593 26 21 22 20 20 24 29 41 282 20 20 22 31 59
internal_value=0 0.00231444 0.00450674 0.00375959 0.00348825 0.00309522 0.00087896 0.00275148 0.00376656 0.00340233 0.00339812 0.00199456 0.00467383 0.0007395 8.49957e-06 0.00470539 0.00521764 0.00502283 0.00519801 0.00499257 0.00458716 0.0018957 0.0065782 0.00534731 0.00497165 0.00240981 0.00189119 0.00265404 0.00286556 0.00328736
internal_weight=0 511 2610 477 434 357 83 400 274 250 241 62 2133 111 85 2111 518 485 464 442 352 44 90 61 308 126 106 86 189 158
internal_count=3121 511 2610 477 434 357 83 400 274 250 241 62 2133 111 85 2111 518 485 464 442 352 44 90 61 308 126 106 86 189 158
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 12 47 4 4 16 4 2 2 12 47 52 0 12 2 3 51 47 15 3 11 11 0 43 2 0
split_gain=6.86012 0.900856 0.801037 0.452413 0.444299 0.310098 0.303491 0.240919 0.210678 0.182044 0.177028 0.172971 0.134269 0.114104 0.109471 0.107063 0.0946468 0.152761 0.0897086 0.124299 0.0837674 0.0743755 0.0689415 0.0675519 0.0674217 0.114949 0.0886667 0.0623995 0.141979 0.0715181
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.092845000000000025 0.085055000000000006 0.090285000000000018 0.085505000000000012 -0.15464999999999998 0.40124500000000002 -0.040964999999999994 0.033845000000000007 0.11389000000000002 0.13754500000000003 -1.0000000180025095e-35 0.077555000000000013 1.0000000180025095e-35 -0.10011499999999998 0.13597000000000004 0.10402500000000002 -0.0063699999999999989 -0.096089999999999981 0.10350500000000001 -0.41942499999999994 0.092670000000000016 1.0000000180025095e-35 0.080150000000000013 -0.11242999999999999 -0.04890499999999999 0.11177500000000001 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 27 24 12 -5 21 -8 16 14 13 -3 20 18 -7 -18 19 -9 -1 -6 -14 -22 26 -26 -4 29 -29 -2
right_child=1 6 5 7 8 10 9 15 -10 -11 -12 -13 22 -15 -16 -17 17 -19 -20 -21 23 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00057540347653568954 0.00016940693741574871 0.00016043586942708296 0.00044218210865363291 0.00050255210469352964 0.00054718450133836864 0.00061908009650757888 0.00021941516723905836 0.00027111096736106048 0.00029869944743807046 0.00040951693643232531 0.00044151032561360047 0.00032459549774167281 0.00016971910919099761 0.00029149646069814698 0.00060385735512447623 0.0004472814918679987 0.00051189204032259228 0.00035605818617577648 0.00023478262334623759 0.00043417510368824736 0.00048466869414908305 0.00043381218285484108 6.5747855859419447e-05 0.00037803844567023073 0.00068168685069207996 0.00053557911709280865 0.00054544411079726109 0.00045970184014655266 0.00028207563781397043 0.00029374107874085122
leaf_weight=32 29 74 33 35 45 30 45 41 29 34 171 23 41 39 35 22 742 25 50 32 124 44 61 28 37 47 1024 22 81 46
leaf_count=32 29 74 33 35 45 30 45 41 29 34 171 23 41 39 35 22 742 25 50 32 124 44 61 28 37 47 1024 22 81 46
internal_value=0 0.000274181 0.000508966 0.000430984 0.00035054 0.00052457 0.000197303 0.000356543 0.000443842 0.000301231 0.000498756 0.000486354 0.000159115 0.000205669 0.000503342 0.0003213 0.000511039 0.000506813 0.000298767 0.000342591 0.000484222 0.000491135 0.00010754 0.000465026 0.000546469 0.000599936 0.00054222 0.000288688 0.000320015 0.000245665
internal_weight=0 590 2531 422 296 2109 294 180 118 79 968 242 215 113 219 145 797 767 123 73 184 89 102 152 1141 84 1057 178 103 75
internal_count=3121 590 2531 422 296 2109 294 180 118 79 968 242 215 113 219 145 797 767 123 73 184 89 102 152 1141 84 1057 178 103 75
is_linear=0
shrinkage=0.00196078


Tree=8883
num_leaves=31
num_cat=0
split_feature=1 1 12 44 4 474 1 4 52 10 131 0 12 480 4 0 133 3 132 16 400 13 13 403 4 157 43 14 16 43
split_gain=0.198533 0.0345522 0.0319533 0.0350263 0.0356002 0.0435931 0.0262606 0.0252074 0.0247987 0.0228872 0.0212898 0.0204411 0.0188774 0.0203453 0.0196288 0.0268798 0.0196946 0.0181953 0.024718 0.0263318 0.0245117 0.0206321 0.0251795 0.0229158 0.0198802 0.0233984 0.0209504 0.0173981 0.0228192 0.0185032
threshold=0.11146500000000002 0.14262000000000002 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.010655 -0.046924999999999988 -0.074314999999999978 0.096070000000000016 0.056435000000000006 0.090285000000000018 -0.03031 0.033845000000000007 -0.092404999999999973 -0.082009999999999986 -0.053259999999999995 -0.083284999999999984 -0.073404999999999984 -0.077734999999999985 -0.078944999999999987 -0.081029999999999977 -1.0000000180025095e-35 -0.50690499999999983 -0.08107499999999998 0.05259500000000001 -0.46166999999999997 -0.008904999999999998 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 11 6 -6 8 -2 -3 27 -1 -4 -14 15 16 -15 18 19 -17 -20 22 23 -22 -23 -26 -27 -9 29 -29
right_child=1 9 12 -5 5 -7 -8 10 -10 -11 -12 -13 13 14 -16 17 -18 -19 20 -21 21 24 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0063041325238701266 0.0031515101030835826 -0.0021853204858912666 0.0048761172720328183 0.007010316556164374 0.0041241887276516525 -0.001272634880363264 0.0023709295530835923 0.0039363022697599314 0.0068497356381267312 0.0014249422481743856 0.0043984900955565094 0.0031159219207863016 0.0011989535626655977 0.0048845647632454834 0.0033802407864252254 0.0086042700608357277 0.0086073578956226519 0.0020227262750267985 0.0011911454047852507 0.0041756526976823808 0.0077659572148695601 0.0072088739102972414 0.0085062521249055865 0.0038317204489813823 0.0013603028957732022 0.0045245730740148251 0.0026823813947673557 0.0017112370860228442 -0.00072493367296244421 0.0048516758318458289
leaf_weight=61 66 22 1137 30 186 22 158 38 25 87 41 30 21 30 173 29 27 31 24 25 20 21 25 57 30 400 73 176 35 21
leaf_count=61 66 22 1137 30 186 22 158 38 25 87 41 30 21 30 173 29 27 31 24 25 20 21 25 57 30 400 73 176 35 21
internal_value=0 0.00227543 0.00443085 0.0037003 0.00348301 0.00304292 0.00331891 0.00270361 0.00416751 0.000696265 0.00227527 0.00525307 0.00459843 0.00427822 0.00434523 0.00455602 0.00664799 0.00439378 0.00449819 0.00655398 0.0043274 0.00444764 0.00574886 0.0048536 0.00419435 0.00406849 0.00424026 0.00195285 0.00162798 0.002046
internal_weight=0 511 2610 487 457 366 344 402 91 109 311 91 2123 986 965 792 57 735 704 54 650 626 102 77 524 503 473 270 232 197
internal_count=3121 511 2610 487 457 366 344 402 91 109 311 91 2123 986 965 792 57 735 704 54 650 626 102 77 524 503 473 270 232 197
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 4 124 14 49 51 14 2 1 1 457 16 13 1447 15 1 52 42 457 156 16
split_gain=8.3878 1.46682 0.677846 0.66008 0.561278 0.458664 0.356133 0.340459 0.282908 0.259875 0.258366 0.20337 0.187143 0.128272 0.128105 0.112573 0.110393 0.109639 0.103341 0.0963911 0.0933612 0.102243 0.0911215 0.0876041 0.0724868 0.0704598 0.0795211 0.102891 0.0795425 0.0760949
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10467500000000002 0.27834500000000006 0.089885000000000007 -0.062539999999999984 -0.080389999999999989 0.062655000000000016 -0.054984999999999992 0.086310000000000012 -0.41076499999999994 0.12198500000000001 0.12958500000000003 0.12000500000000001 0.048635000000000005 -0.06421499999999998 -0.061684999999999997 -0.082869999999999985 -0.40580499999999992 0.090540000000000023 -0.56176499999999996 0.075730000000000006 0.048635000000000005 0.083310000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 18 17 9 12 -9 19 24 -2 23 -5 -17 -8 -3 -4 21 -12 -11 -6 -1 -24 27 28 29 -27
right_child=1 4 11 15 14 -7 7 10 -10 22 20 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00062129174845297771 0.00041686382092949415 0.00030809854399377524 0.00029989261917459469 0.00044285697153970306 0.00016592655173393295 0.00040682806268949181 0.00059559160237218818 0.00050473431937205491 0.00037922021267195225 0.00066523478843835227 0.00027234867421678651 0.00056789154265107224 0.00072734740687470443 0.00057317041193093534 0.00024161689216271043 0.00034572158072728154 0.00016730698524042965 0.00040081656117941822 0.00017085254242293983 0.00044905302938896217 0.00024008004321820635 0.00038778295139412264 0.00065647097860416291 1.8440055861776948e-05 0.00058372059679224857 0.00057420103265019395 0.00058722120934134544 0.00044319724207008017 0.00062623130287078616 0.00051222745623875259
leaf_weight=1092 24 31 36 25 32 48 25 26 22 42 59 28 59 127 36 40 20 20 66 31 71 59 36 30 241 163 401 33 55 143
leaf_count=1092 24 31 36 25 32 48 25 26 22 42 59 28 59 127 36 40 20 20 66 31 71 59 36 30 241 163 401 33 55 143
internal_value=0 0.000345087 0.000589913 0.000470525 0.000280024 0.000596519 0.000316106 0.000353933 0.0006005 0.000602649 0.000321472 0.000427555 0.000619282 0.000548327 0.000148582 0.000332311 0.00028625 0.000509025 0.000214715 0.000368907 0.000296262 0.000330066 0.000576128 9.45621e-05 0.000614499 0.000571625 0.000567783 0.000547999 0.000557579 0.00054524
internal_weight=0 691 2430 236 455 2335 357 260 2287 2265 215 95 1392 151 98 85 60 45 97 67 189 118 873 62 1333 831 795 394 361 306
internal_count=3121 691 2430 236 455 2335 357 260 2287 2265 215 95 1392 151 98 85 60 45 97 67 189 118 873 62 1333 831 795 394 361 306
is_linear=0
shrinkage=0.00196078


Tree=8885
num_leaves=31
num_cat=0
split_feature=4 3 2 123 149 10 14 457 1 52 16 39 13 13 160 483 3 12 4 1447 42 42 0 2 0 157 484 12 16 0
split_gain=0.196901 0.0648888 0.0476545 0.0329818 0.0325098 0.0300601 0.0235074 0.0218186 0.0200982 0.0187474 0.0489822 0.0179723 0.0269843 0.0188118 0.0169392 0.0160272 0.023967 0.019576 0.0215317 0.0231564 0.0303966 0.0306497 0.0348406 0.0298534 0.0220856 0.0200941 0.0196955 0.0176402 0.0166344 0.0193391
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 1.0000000180025095e-35 0.07770500000000001 -0.079859999999999987 -0.23960999999999996 0.26807500000000006 0.11910500000000002 -0.065544999999999978 -0.39185999999999993 0.10076500000000001 0.27266500000000005 -0.0018299999999999998 0.62940000000000007 -0.095084999999999989 -0.082484999999999989 0.11734000000000001 -0.082249999999999976 -0.085804999999999979 0.085730000000000015 0.087745000000000004 -0.086729999999999988 0.088475000000000012 -0.046359999999999991 -0.082259999999999986 0.085595000000000018 0.089795000000000014 -0.50992999999999988 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 -1 11 -7 -10 -11 12 14 -13 15 16 -8 18 19 -17 25 -22 -23 -24 28 -21 -27 -18 -20 -30
right_child=4 -3 -4 -5 -6 8 7 -9 9 10 -12 13 -14 -15 -16 17 27 -19 24 20 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0078996157406696268 -0.0010337767855395587 0.0014622249555153151 -8.8089204686896315e-05 0.0030219661809060701 0.0051216797903180129 0.0028304661461416719 0.0044845034141855486 0.001812875434627821 -0.0011924819020870409 0.00065580772681660354 0.0055329989247883751 0.0044563783992392324 0.007944614048271131 0.00030377309070900088 0.001676666159182787 0.0023803929850691932 0.0096109255756759507 0.003065630295625238 0.0063514261137849349 0.0070625298377126463 0.010316452458500863 0.0087222685170327812 0.0025020489009875747 0.0074270750884898014 0.0017612078782892036 0.0048910387393135066 0.002155765471979976 0.0055074664042331287 0.0033069223650310144 0.0045187772770653202
leaf_weight=21 39 75 23 146 28 132 55 29 28 99 26 24 24 20 20 30 22 86 45 40 20 29 32 20 31 440 28 20 146 1343
leaf_count=21 39 75 23 146 28 132 55 29 28 99 26 24 24 20 20 30 22 86 45 40 20 29 32 20 31 440 28 20 146 1343
internal_value=0 0.00436352 0.00444429 0.00448332 0.00185257 0.00157005 0.00456782 0.00453987 0.00192637 0.00114636 0.00167026 0.00457183 0.00460808 0.00256883 0.00457481 0.00459909 0.00585812 0.00454576 0.00460352 0.00509267 0.00522628 0.00681071 0.0059451 0.00439629 0.0044038 0.00491126 0.00472739 0.0076569 0.0044572 0.00439995
internal_weight=0 2769 2694 2671 352 324 2525 2504 285 153 125 2475 2431 44 2407 2387 97 2290 2204 639 609 101 81 52 1565 508 468 42 1534 1489
internal_count=3121 2769 2694 2671 352 324 2525 2504 285 153 125 2475 2431 44 2407 2387 97 2290 2204 639 609 101 81 52 1565 508 468 42 1534 1489
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=31
num_cat=0
split_feature=4 3 9 123 2 2 400 39 149 0 96 160 52 2 11 376 42 12 2 16 160 4 3 1453 483 16 133 43 2 402
split_gain=0.15949 0.0525599 0.0421288 0.0313028 0.0268455 0.0253277 0.0357059 0.0329365 0.0238802 0.0232059 0.0193464 0.0196225 0.0265947 0.0184918 0.0165153 0.0215717 0.0163912 0.0162047 0.0173828 0.0177896 0.0355979 0.0545876 0.050771 0.0226333 0.0318224 0.0161328 0.0203175 0.0296198 0.0438514 0.0252395
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.25063000000000007 0.091265000000000013 -0.070649999999999991 0.098220000000000016 0.07770500000000001 -0.22491999999999998 0.086715000000000014 -0.076689999999999994 -0.065544999999999978 0.11474000000000002 0.080455000000000013 0.081970000000000015 -0.044809999999999996 -0.029094999999999999 0.090935000000000016 0.0057500000000000008 -0.080719999999999986 -0.15464999999999998 -0.077564999999999981 -0.044999999999999991 -1.0000000180025095e-35 -0.0007049999999999999 -0.071719999999999992 0.0034250000000000005 0.084245000000000014 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 14 -7 9 10 -8 11 13 -13 -2 15 17 -9 -4 19 25 22 -22 -21 -23 -25 26 -19 29 -29 -28
right_child=4 -3 5 -5 -6 6 7 16 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0017055748871908608 0.0054746930738194637 0.0013160024610406253 0.0065559474526033293 0.0033759744818477582 -0.0015611462139834961 0.00036870753247058023 0.0011132036231393959 0.003352260301471688 0.004811574667333984 0.0039879106423758711 -0.0012746113396826246 -0.001642420444637537 0.0018229446339900438 0.0019748576256258983 0.0063543962743623479 0.0013881383443591544 -0.00042482929873383709 0.005004144110656872 0.0067621788805505888 -0.0028733829921111466 0.0079322030682427193 0.00014468742068856957 0.0038283186642309795 0.0073353963283201056 0.0031354398958683308 0.0059812176460801655 0.0043345371080495028 0.0037869778293847609 -0.0013806510614813305 0.0017619784519774841
leaf_weight=22 26 75 31 27 24 32 29 20 26 886 21 25 194 36 38 26 27 291 27 20 30 20 26 21 128 58 819 52 24 40
leaf_count=22 26 75 31 27 24 32 29 20 26 886 21 25 194 36 38 26 27 291 27 20 30 20 26 21 128 58 819 52 24 40
internal_value=0 0.00392717 0.00399986 0.00109446 0.00166731 0.00405368 0.00365487 0.00376419 0.00190354 0.0038968 0.00165318 0.00187198 0.00142736 0.00344253 0.00429379 0.00424525 0.00118244 0.00429205 0.00424695 0.00420254 0.00342167 0.0040012 0.000914535 0.00330339 0.00372738 0.00435153 0.00427444 0.00404733 0.0021551 0.00421474
internal_weight=0 2769 2694 49 352 2645 994 962 328 915 302 281 219 62 1651 1613 47 1587 1556 1529 245 199 46 169 149 1284 1226 935 76 859
internal_count=3121 2769 2694 49 352 2645 994 962 328 915 302 281 219 62 1651 1613 47 1587 1556 1529 245 199 46 169 149 1284 1226 935 76 859
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=31
num_cat=0
split_feature=1 2 0 2 11 41 10 43 4 48 48 3 12 34 2 13 403 0 16 13 401 1424 1184 48 2 12 133 12 15 13
split_gain=0.131121 0.0393592 0.0248703 0.0257238 0.0234646 0.0252955 0.0239646 0.0259821 0.0228755 0.021905 0.0294598 0.0199746 0.0251115 0.0195482 0.0196426 0.0191064 0.0201825 0.0208132 0.0164694 0.0153121 0.0150395 0.0156605 0.0147013 0.0142567 0.014243 0.0239808 0.0164654 0.0160084 0.0146014 0.0138249
threshold=0.12000500000000001 0.10045500000000002 -0.13843999999999998 0.15609500000000001 0.079915000000000014 0.083975000000000008 -1.0000000180025095e-35 -0.079584999999999975 0.42642000000000008 -0.065739999999999979 0.078735000000000013 0.30112000000000005 -0.42850999999999995 -0.038779999999999995 0.13247500000000004 -0.14179999999999995 -0.037174999999999993 -0.059114999999999994 0.052820000000000013 -0.061684999999999997 0.086285000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.083685000000000009 0.084145000000000011 0.086210000000000023 -0.093189999999999981 0.085495000000000015 0.088990000000000014 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 15 6 29 7 23 9 -3 -11 13 -13 -2 -15 -4 17 -17 19 -16 21 22 -8 -1 25 -22 -27 -26 -29 -6
right_child=11 2 3 -5 5 -7 20 -9 -10 10 -12 12 -14 14 18 16 -18 -19 -20 -21 24 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0016775728925131261 -0.00033931544801982293 0.0039348245307077642 0.00092929527857146853 -0.00011995695954696699 0.0085712300879614688 0.0023986834006063875 0.0035862672882721945 0.0043198682125657802 0.0047891372774282234 -0.0020169966242974623 0.0016651827667074127 0.0023838358239599449 -0.0010076814597342774 0.0032682708458285597 0.00019490030535962433 0.0032021972111097594 0.0038260045285605604 -0.00032006213197018952 -0.0008099238086422836 0.0031263747915378491 0.0085306315594131047 0.0064353911252692346 0.0060287654735147952 0.0020982255786657334 0.001992654157220386 0.0065753709798192853 0.0030440451964105089 0.0057013469947768116 0.0028703009918460559 0.0053426845435751609
leaf_weight=20 33 28 30 22 21 20 1724 25 23 28 97 34 61 102 28 51 387 25 27 49 21 20 25 20 32 23 31 49 29 36
leaf_count=20 33 28 30 22 21 20 1724 25 23 28 97 34 61 102 28 51 387 25 27 49 21 20 25 20 32 23 31 49 29 36
internal_value=0 0.00352945 0.00287494 0.00322566 0.00374522 0.00545852 0.00367988 0.00179092 0.0018487 0.00140668 0.000840375 0.00143272 0.000206125 0.00192028 0.00228226 0.00337496 0.00353342 0.00204356 0.00131521 0.00206038 0.00374271 0.003653 0.00362118 0.000210326 0.0046006 0.00566323 0.00454813 0.00387609 0.00464878 0.00653215
internal_weight=0 2787 691 515 2096 77 2019 65 176 153 125 334 95 239 206 493 463 76 104 77 1954 1769 1749 40 185 75 54 110 78 57
internal_count=3121 2787 691 515 2096 77 2019 65 176 153 125 334 95 239 206 493 463 76 104 77 1954 1769 1749 40 185 75 54 110 78 57
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=31
num_cat=0
split_feature=4 2 123 149 10 457 14 151 151 3 14 2 1 0 475 3 4 40 42 2 41 1208 1213 15 3 1427 3 130 39 40
split_gain=0.11264 0.0353049 0.0290888 0.021405 0.0202886 0.0194151 0.0191698 0.0268046 0.0211803 0.0225173 0.0184449 0.0204128 0.0341176 0.0213861 0.0504649 0.0264631 0.0314179 0.0213673 0.0179725 0.0212009 0.0269615 0.019408 0.018756 0.0210126 0.0236952 0.0181729 0.0220668 0.0187133 0.0205394 0.0219179
threshold=0.27287000000000006 0.17025000000000004 0.11135500000000001 0.07770500000000001 -0.079859999999999987 0.31508000000000008 0.076175000000000007 0.26900000000000007 0.11265500000000002 0.20828500000000003 -0.24175999999999997 -0.0091949999999999983 0.092845000000000025 -0.11013499999999998 -0.068264999999999978 -0.0037349999999999996 0.0052350000000000009 -1.0000000180025095e-35 0.11457500000000002 0.13913500000000004 0.081560000000000007 0.099975000000000008 -0.0043299999999999996 0.090455000000000021 -0.065229999999999996 0.080970000000000014 -0.083154999999999993 -0.072444999999999982 0.10166000000000001 -0.075219999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 8 9 10 -1 12 -12 14 -13 16 17 -16 19 20 25 22 -20 24 -24 27 -27 -15 29 -29
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 13 -14 18 15 -17 -18 -19 21 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0062307294896094224 -0.00107880836684415 -6.2552100103912932e-05 -0.00039361965503882277 0.0039422404237224587 0.0013530804252411799 0.00063769848898768294 0.0046952693072217777 -9.2404174696033211e-05 0.0065066754247527572 0.0010225855017779396 0.0047146898058529662 -0.0021815182503566823 0.00034345661477888363 0.005038360208272934 0.0019758270277331273 0.0042651847886736507 0.0031707269045307867 -0.0025352484845955459 0.003773038131436585 0.0067247191432397817 -0.00011161472260331114 0.0044446817331796366 0.0045772994247575607 -0.00030021814047358929 3.5980321117676792e-05 0.0072510900807433902 0.0035715325789239544 0.0061372110973401325 0.00040288717301218248 0.0033657917200607007
leaf_weight=21 39 33 22 28 285 28 93 24 20 45 26 22 57 70 21 80 71 21 37 20 21 37 27 50 20 28 39 29 23 1784
leaf_count=21 39 33 22 28 285 28 93 24 20 45 26 22 57 70 21 80 71 21 37 20 21 37 27 50 20 28 39 29 23 1784
internal_value=0 0.00318875 0.00322797 0.00128959 0.00106035 0.00325732 0.00328463 0.00323404 0.00326511 0.00323968 0.00327952 0.00325456 0.00171276 0.00330788 0.00235626 0.00287352 0.00188826 -0.000279711 0.00340152 0.00348509 0.0034526 0.00241726 0.00185745 0.00112676 0.00264482 0.00349053 0.00510926 0.00343363 0.00337245 0.00341012
internal_weight=0 2769 2736 352 324 2714 2686 2593 2569 2549 2504 2483 83 2400 215 193 113 42 2185 2014 1994 171 134 97 47 1973 67 1906 1836 1813
internal_count=3121 2769 2736 352 324 2714 2686 2593 2569 2549 2504 2483 83 2400 215 193 113 42 2185 2014 1994 171 134 97 47 1973 67 1906 1836 1813
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=31
num_cat=0
split_feature=4 2 123 14 149 49 3 15 4 0 0 16 2 4 30 2 2 2 129 12 12 159 1 4 403 1429 474 457 151 160
split_gain=0.0913589 0.0378051 0.0254668 0.0243542 0.0239065 0.021822 0.0210482 0.0369473 0.0781013 0.0172464 0.0159432 0.0164118 0.0155197 0.0312898 0.0277571 0.0149305 0.0139495 0.0525504 0.0246213 0.0242559 0.0427668 0.0273431 0.0236571 0.0226007 0.023415 0.0201321 0.0195558 0.034639 0.0253687 0.0201442
threshold=0.40124500000000002 0.17025000000000004 1.0000000180025095e-35 -0.24175999999999997 0.07770500000000001 -0.046019999999999998 0.11296500000000002 -0.0088349999999999974 -0.031404999999999995 0.024095000000000002 -0.14723999999999998 -0.14158499999999996 0.11474000000000002 0.62931500000000018 0.086815000000000017 0.11448000000000001 0.08647500000000001 0.086675000000000016 -0.048309999999999992 0.093965000000000007 0.09474500000000001 0.11389500000000001 0.11103500000000001 -0.076229999999999978 -0.042339999999999996 0.084545000000000009 0.083685000000000023 0.064110000000000014 -0.085604999999999987 0.10285000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 16 15 -9 12 -4 -12 14 -14 -7 -8 19 -18 -19 21 -21 22 25 24 -22 -5 -20 28 -28 -30
right_child=4 -3 10 6 -6 9 7 8 -10 -11 11 -13 13 -15 -16 -17 17 18 26 20 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0061479474650695922 -0.0016009264569165128 -0.00036103173883424871 -0.00043042873449880499 0.0035860202477929828 0.0041695955837064468 0.0042069156321748683 0.0054804650063271683 0.0030547556116168077 -0.0046906215098241107 -0.00080985952622424334 0.0045254737604409458 0.0016461311960701041 0.00016878003911447847 0.0038841995211052042 0.00023958988122417242 0.0021252958141202627 -0.0022911391459638254 -0.00023715224489569663 0.0027678645751080047 -0.001767617920481628 0.0070764079689979555 0.00010177846188130587 0.0064545108221604353 0.0021484848246310227 0.002603250266285613 0.0007044862227048726 0.0069442322688231684 0.00056087444515599469 0.0043024015613846722 0.0010781025767083402
leaf_weight=24 33 36 29 804 23 45 21 30 23 39 24 113 119 28 29 36 20 25 1135 23 22 23 28 134 25 25 31 28 123 23
leaf_count=24 33 36 29 804 23 45 21 30 23 39 24 113 119 28 29 36 20 25 1135 23 22 23 28 134 25 25 31 28 123 23
internal_value=0 0.0028587 0.00290056 0.00297714 0.00106515 0.000821456 0.00294763 0.00159417 -0.000306446 0.00112891 0.00169965 0.00215054 0.00147105 0.000876479 0.00265215 0.00336141 0.00300793 0.00279765 0.00287221 0.00327661 0.00229414 0.00350436 0.00359568 0.00281027 0.00469707 0.00349912 0.00293022 0.00382911 0.00434612 0.00379446
internal_weight=0 2805 2769 2603 316 293 2579 110 53 260 166 137 221 147 74 57 2469 1385 1365 1084 204 880 857 181 47 829 1340 205 177 146
internal_count=3121 2805 2769 2603 316 293 2579 110 53 260 166 137 221 147 74 57 2469 1385 1365 1084 204 880 857 181 47 829 1340 205 177 146
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 4 2 16 1 3 50 0 11 3 1 4 52 0 11 133 150 11 13 3
split_gain=9.92424 1.63097 0.883639 0.747723 0.505776 0.471422 0.373466 0.39774 0.272141 0.220957 0.219976 0.188532 0.17247 0.158215 0.148225 0.217538 0.11726 0.114154 0.113514 0.106758 0.10279 0.0903717 0.0952587 0.0976482 0.0866956 0.0761191 0.0741225 0.0710783 0.0611085 0.0939148
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.092845000000000025 0.062655000000000016 -0.15464999999999998 0.11928500000000002 -0.52595999999999987 0.085760000000000017 -0.11171999999999999 0.041865000000000006 -0.23001499999999997 1.0000000180025095e-35 -0.11171999999999999 0.12408500000000001 -0.0073899999999999999 0.039215000000000007 -0.10836499999999999 0.08776500000000001 0.11667000000000001 0.082565000000000013 0.084680000000000019 -0.47860499999999995 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 10 -3 -8 13 -4 14 -9 27 -7 -1 -16 28 -17 19 -15 -13 -21 23 -23 -20 -25 -5 -2 -6 -30
right_child=1 4 9 26 16 8 7 11 -10 -11 -12 20 -14 18 15 17 -18 -19 24 21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00065067486811776936 0.0005662502157251937 0.0002069013488048378 0.00055116036680794044 0.00030111435147995821 0.00019855543957780815 0.00043205734078739815 0.00050210713777901986 0.00049120847866231327 0.0004279947159780677 0.00035849947470173335 0.0007569529361207602 0.00032084360927270322 0.00039502210403774302 0.00048940383785630421 0.00040850371195405138 0.00048307851814400509 0.00027273112514198381 0.00062495670814151317 0.00073349627213390584 0.00061763316588441138 0.00021710608457952603 0.00041341038853848347 0.00061133004839150434 0.00057805956517210683 0.00060005955517795223 0.00045656468110536434 0.00043761745022208082 0.00067814339776666897 0.00015424888778191138 -1.4326621145253477e-05
leaf_weight=1049 99 95 37 65 22 23 53 20 41 60 62 125 20 39 20 23 23 419 39 322 52 21 119 114 36 24 20 28 27 24
leaf_count=1049 99 95 37 65 22 23 53 20 41 60 62 125 20 39 20 23 23 419 39 322 52 21 119 114 36 24 20 28 27 24
internal_value=0 0.000346538 0.00061539 0.000479621 0.000276527 0.000622957 0.000311555 0.000351323 0.000583476 0.000431989 0.000642484 0.000310757 0.000564267 0.000592126 0.000637787 0.000608523 0.000150645 0.000617574 0.000597282 0.000588812 0.000290367 0.000595274 0.000569375 0.000537975 0.000669447 0.00055693 0.000333233 0.00059092 0.000112179 7.49192e-05
internal_weight=0 673 2448 232 441 2351 345 250 778 97 1573 197 147 737 1511 462 96 442 714 639 177 600 278 159 75 138 85 127 73 51
internal_count=3121 673 2448 232 441 2351 345 250 778 97 1573 197 147 737 1511 462 96 442 714 639 177 600 278 159 75 138 85 127 73 51
is_linear=0
shrinkage=0.00196078


Tree=8891
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 4 4 1 2 0 1 2 14 0 4 160 150 16 48 48 2 4 16 376 2 16 15
split_gain=7.40635 0.913922 0.805047 0.698058 0.437651 0.359494 0.352793 0.208736 0.204491 0.151351 0.14586 0.134216 0.134185 0.120274 0.114105 0.111359 0.103749 0.102643 0.0978077 0.156855 0.0976805 0.0915728 0.0873359 0.0850798 0.0968712 0.0785673 0.0785236 0.107544 0.0696885 0.0684746
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.091475000000000015 0.12958500000000003 0.082585000000000006 -0.17966999999999997 -0.0086549999999999978 0.10124500000000002 0.11704500000000001 -0.23194499999999998 0.16175000000000003 0.12358500000000001 0.076175000000000007 -0.11173999999999999 0.098655000000000007 -0.078564999999999982 0.091105000000000005 -0.43320999999999993 0.084670000000000009 0.14174500000000004 0.098035000000000011 -0.17966999999999997 -0.054549999999999994 0.083470000000000016 0.11215000000000001 -0.073404999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 12 15 -3 17 -6 14 18 -2 -1 -8 28 16 20 22 -10 21 -4 -20 26 24 -14 -25 27 -5 -7 -26
right_child=1 6 5 7 8 9 13 -9 10 -11 -12 -13 23 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 25 29 -27 -28 -29 -30 -31
leaf_value=0.00067931091456064773 0.00052636655327541367 0.0002979098121911937 0.00055978729026992112 0.00049144918441028731 0.00055628800900166427 0.00058244809502845294 0.00018280050441633327 0.0002036163617517526 0.00031202513886307805 0.00048987660350505852 0.000323899614193929 0.00034979907873397076 0.00063114117773740335 3.4387582949563568e-05 0.00042010750593463042 0.00067706707188540404 0.00058277148697530952 0.0004559409620625221 0.00057748490232316894 0.0003175707656803828 0.00039063258275709678 0.00043114253675010218 0.00020522298830466556 0.00055599966609066163 0.00054757551869285843 0.00040851560236894159 0.00024203010317352085 0.00032289710092900609 0.00053708336532393229 0.00041946066314797574
leaf_weight=22 96 128 35 22 31 200 131 57 21 252 85 20 37 25 26 46 1156 26 35 22 21 31 21 21 53 41 21 43 373 23
leaf_count=22 96 128 35 22 31 200 131 57 21 252 85 20 37 25 26 46 1156 26 35 22 21 31 21 21 53 41 21 43 373 23
internal_value=0 0.000301721 0.000545675 0.000376067 0.000467498 0.000561317 0.000221616 0.000302891 0.000408413 0.000530192 0.000384783 0.000495924 0.000534981 0.000159016 0.000547153 0.000582373 0.000578779 0.000345438 0.000432261 0.000460954 0.000496354 0.000508748 0.000318587 0.000516837 0.000548861 0.00045847 0.000346268 0.000379945 0.000552917 0.000508804
internal_weight=0 590 2531 306 422 2109 284 190 225 851 194 116 197 156 599 1258 1212 133 109 88 56 66 107 175 113 62 86 65 573 76
internal_count=3121 590 2531 306 422 2109 284 190 225 851 194 116 197 156 599 1258 1212 133 109 88 56 66 107 175 113 62 86 65 573 76
is_linear=0
shrinkage=0.00196078


Tree=8892
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 150 1 483 14 43 3 3 40 13 1 10 2 10 4 130 14 12 1 43 133 12 0 1420 2 0 16
split_gain=0.127944 0.0377625 0.0270177 0.0292768 0.0274294 0.0210552 0.0205318 0.0192402 0.0204916 0.0324878 0.0193955 0.0199841 0.0207924 0.0179668 0.0162984 0.0238396 0.0238762 0.0161404 0.0163842 0.0163126 0.0158841 0.0264082 0.0281306 0.0222403 0.0276161 0.024545 0.0218399 0.0214444 0.0229874 0.0232702
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.077604999999999993 0.12314500000000002 0.16773500000000005 0.098395000000000024 0.082295000000000021 -0.078139999999999973 0.12178000000000001 -0.0043399999999999992 -0.08440499999999998 -0.0087749999999999981 0.10984500000000001 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.062539999999999984 -0.073054999999999981 -0.22253999999999999 0.08598500000000002 0.088305000000000008 -0.11720999999999999 0.088525000000000006 0.085700000000000012 -0.086409999999999987 -0.084814999999999988 0.090935000000000016 -0.083674999999999986 -0.011734999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 14 8 10 -10 11 12 -5 -11 15 16 -2 -17 -19 -20 21 22 -3 24 27 -25 -22 28 29 -24
right_child=5 20 -4 4 -6 -7 -8 -9 9 13 -12 -13 -14 -15 -16 17 -18 18 19 -21 26 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.005850897249911214 0.0010494072277651867 0.0069946308553982019 -0.0003837816166476562 0.0025879227258265021 -0.00089656508294865499 -0.0015118454033812591 0.0047229810175485913 0.0059188757953234014 0.003626240898436224 -0.0014138260014442494 -0.00069388649963702154 0.0032492608964489198 -0.0016803436557806676 0.0023243742124489271 -0.00038662437717755174 0.003244978689638499 0.0045907847280490235 -0.0020349785452708604 0.0028747608199981706 0.00031398834463013987 0.0062422959689966183 0.00059675424941815444 0.0047914724320155359 5.3653051387906696e-05 0.0070309785144802711 0.0043176245720436181 0.0034741468273486011 0.0072739188966806983 0.0015507612377405168 0.0029351921534107534
leaf_weight=32 32 36 26 25 20 23 20 20 282 20 26 81 21 36 43 28 47 20 35 86 29 20 208 27 35 27 1659 20 37 100
leaf_count=32 32 36 26 25 20 23 20 20 282 20 26 81 21 36 43 28 47 20 35 86 29 20 208 27 35 27 1659 20 37 100
internal_value=0 0.00347892 0.00276784 0.00291338 0.00273636 0.00140775 0.00162367 0.00287855 0.00275471 0.00318935 0.00179451 0.00230394 0.000639366 0.000989303 0.00141066 0.00172229 0.0031563 0.00105195 0.000616454 0.00105471 0.00366947 0.00415853 0.00430391 0.00409055 0.00434772 0.00218564 0.0035217 0.00409042 0.00390587 0.00418878
internal_weight=0 2787 589 563 531 334 311 511 491 338 153 127 46 56 291 248 79 169 141 121 2198 510 490 454 400 54 1688 365 345 308
internal_count=3121 2787 589 563 531 334 311 511 491 338 153 127 46 56 291 248 79 169 141 121 2198 510 490 454 400 54 1688 365 345 308
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 2 12 4 2 0 0 1 47 41 1 150 4 4 15 0 15 158 151 41 52 52 3 16 2 1
split_gain=8.83024 1.13887 0.989861 0.823066 0.56721 0.377814 0.344611 0.336334 0.316955 0.218204 0.207616 0.196098 0.177733 0.169394 0.162719 0.161978 0.148087 0.14676 0.137227 0.122829 0.116768 0.115131 0.132425 0.111044 0.0981877 0.0937549 0.0867099 0.110615 0.0853052 0.122452
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.16394500000000004 0.090285000000000018 -0.17966999999999997 0.14285500000000004 -0.23194499999999998 1.0000000180025095e-35 0.12958500000000003 0.090100000000000013 0.075585000000000013 0.10089500000000001 0.091105000000000005 -0.46376499999999993 0.033845000000000007 0.13592500000000005 -0.062294999999999996 0.035560000000000008 0.07968500000000002 -0.033849999999999991 0.079300000000000009 -0.53964499999999982 -0.023194999999999997 -0.13927999999999999 -0.0013749999999999997 0.088745000000000004 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 9 11 13 -6 12 -1 14 -3 20 28 15 -9 -11 18 26 -14 -5 22 -18 -15 -2 -24 -8 -28 -4 -30
right_child=1 5 6 8 7 -7 17 10 -10 16 -12 -13 19 23 -16 -17 21 -19 -20 -21 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.00074425387510003893 0.00063667717614984199 0.00029835978239299912 0.00061409223383562318 0.00026312715395238078 0.00060576009602391365 4.4959755726940033e-05 0.00063871206702247377 0.00050113069290616454 0.00016567464733210769 0.00063856709522415163 0.00020170153303891003 0.00018641838090095755 0.00051679077634486908 0.00082465152001403186 0.00033941807351957738 0.00030333887685236394 0.00061448964974682087 0.00050807630617832346 0.00042212793297068438 0.00032313883624167421 0.00040872865204328023 0.00061672940714603043 0.00036096659407337578 0.00065197486000253223 0.00049408399286162818 0.00049442377270144582 0.00058516142940749237 0.00053134138994162376 0.00058552679029987768 0.00042545651067413536
leaf_weight=22 24 125 829 72 31 43 76 78 44 42 21 116 34 21 75 20 21 171 23 20 30 28 34 45 82 50 488 210 226 20
leaf_count=22 24 125 829 72 31 43 76 78 44 42 21 116 34 21 75 20 21 171 23 20 30 28 34 45 82 50 488 210 226 20
internal_value=0 0.000303692 0.000570065 0.000386685 0.000483379 0.00021427 0.000587411 0.000416114 0.000312652 0.000560204 0.00038581 0.000244479 0.000354107 0.000610497 0.000408158 0.000460765 0.000537066 0.000560199 0.000571382 0.000445068 0.000305951 0.000505013 0.000475222 0.000706917 0.000526369 0.000440405 0.000575817 0.000568969 0.000604577 0.000572513
internal_weight=0 590 2531 306 422 284 2109 225 200 197 194 241 156 1141 173 98 175 968 797 54 102 133 105 66 106 84 774 698 1075 246
internal_count=3121 590 2531 306 422 284 2109 225 200 197 194 241 156 1141 173 98 175 968 797 54 102 133 105 66 106 84 774 698 1075 246
is_linear=0
shrinkage=0.00196078


Tree=8894
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 2 4 1 2 14 13 11 50 1 130 160 49 15 0 52 15 1 4 1 0 13 16 4 43
split_gain=17.5478 2.97834 1.8332 1.57358 1.14059 0.900933 0.731837 0.611003 0.582623 0.493547 0.480608 0.288606 0.263669 0.212963 0.208362 0.202391 0.275963 0.190729 0.185617 0.181644 0.241406 0.175315 0.149139 0.147333 0.137109 0.197429 0.127746 0.110132 0.100289 0.0987443
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089775000000000008 0.40473500000000007 0.092845000000000025 0.14122000000000004 0.062655000000000016 -0.0034749999999999994 1.0000000180025095e-35 0.041865000000000006 0.12337000000000002 -0.070634999999999989 -1.0000000180025095e-35 -0.054984999999999992 -1.0000000180025095e-35 -0.12333499999999999 0.047850000000000011 -0.081924999999999984 0.15964000000000003 0.0033150000000000007 0.085345000000000018 -0.098289999999999975 -0.10278499999999999 -0.059624999999999991 -0.036839999999999991 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 8 11 6 10 17 18 12 24 14 19 21 -3 -13 -17 -6 -1 20 -8 22 -4 26 -5 -26 -21 -25 -2 -28
right_child=1 2 13 5 7 -7 9 -9 -10 -11 -12 15 -14 -15 -16 16 -18 -19 -20 23 -22 -23 -24 27 25 -27 29 -29 -30 -31
leaf_value=0.00072485190325689277 0.00081002205875893118 0.00035922350994278276 0.00020413017345330081 0.00080506627686997942 0.00048922089129394182 0.0003521209401900277 0.00052195815761856413 0.00038145808984817295 0.00041568532469682395 0.00049482657474217526 0.0009702145279038187 0.00024000261631993409 0.00084517638279428184 0.00029268413569072106 0.00023340558797835243 0.00060490160112214439 0.00039320604436109959 0.00070668820479133647 0.00051332867709312209 0.00060257623398226072 0.00076580153441377201 -4.1774322097707125e-05 9.8890976903805327e-06 0.00073182219264910601 0.0006380059789540827 0.00077641941612504347 0.00077540904468488808 0.00064337708786422131 0.00065073774141423846 0.00071137361222622442
leaf_weight=58 55 114 55 868 20 20 37 47 64 34 60 21 77 30 91 32 91 69 22 21 27 24 21 118 44 398 357 100 21 125
leaf_count=58 55 114 55 868 20 20 37 47 64 34 60 21 77 30 91 32 91 69 22 21 27 24 21 118 44 398 357 100 21 125
internal_value=0 0.000399818 0.000354565 0.000753934 0.000409989 0.000766457 0.000770114 0.000562312 0.000555128 0.000726542 0.000798611 0.000350631 0.000735681 0.000147791 0.000303373 0.000417907 0.000448281 0.000657819 0.000666683 0.000724941 0.00062483 0.000104322 0.000150458 0.000733827 0.000790752 0.000762641 0.00075228 0.000691251 0.000766009 0.000758802
internal_weight=0 691 615 2430 485 2286 2266 136 144 896 1370 349 862 130 205 144 123 89 80 785 64 100 76 721 1310 442 503 218 76 482
internal_count=3121 691 615 2430 485 2286 2266 136 144 896 1370 349 862 130 205 144 123 89 80 785 64 100 76 721 1310 442 503 218 76 482
is_linear=0
shrinkage=0.00196078


Tree=8895
num_leaves=31
num_cat=0
split_feature=1 3 12 15 124 148 15 2 4 15 2 2 1 131 14 49 3 0 4 124 133 42 14 12 12 480 481 1452 1454 1454
split_gain=0.187535 0.0319111 0.0303987 0.0321996 0.026017 0.0278328 0.0287983 0.0284165 0.0245903 0.045036 0.024956 0.0246918 0.0234109 0.0241496 0.0221356 0.0206004 0.0274378 0.0198796 0.0185205 0.0178109 0.0175887 0.0227445 0.0172001 0.0188552 0.0164754 0.0173987 0.0163018 0.0162292 0.0160371 0.0216575
threshold=0.11146500000000002 0.31299000000000005 0.051320000000000005 0.035560000000000008 0.0049200000000000008 -0.043434999999999994 -0.24436499999999997 0.121465 -0.17966999999999997 -0.03241999999999999 0.09358000000000001 0.073895000000000002 0.085345000000000018 0.085335000000000008 -0.47071999999999997 0.14233500000000002 -0.0063699999999999989 0.056435000000000006 0.40124500000000002 -0.076164999999999983 0.086695000000000008 0.090545000000000014 -0.24494999999999997 -0.54415499999999983 0.090285000000000018 -0.03031 -0.078354999999999994 0.087755000000000014 0.10398500000000001 0.090210000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 5 -2 14 20 17 12 11 -11 -10 -14 -7 16 -9 -1 24 -16 21 -8 -3 -24 27 -26 -27 28 29 -4
right_child=1 22 18 -5 -6 6 7 15 9 10 -12 -13 13 -15 19 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0062001331424754533 0.00010396185996276993 -0.0019447607154558814 0.0046044922678007546 0.0059337981468142601 -0.00018627984536578879 0.005065111330477521 0.0066550613763022492 0.00092461290769279007 0.0049542233739505066 0.00025057065486907957 -0.0011413183283164271 0.0049018816501345671 0.0033002556334938804 -0.00028969390072493945 -0.00028539119983832234 -0.00053776310989633207 0.0060422937280964111 0.0027678577902002471 0.0015021865266713907 0.0023105593844708738 0.0021283221346410841 0.0037521706718318865 0.0038572197824361778 0.0004350374442646685 0.0012684085506147573 0.0063285458189270951 0.0040985198929575908 0.0066547323227860028 0.0069668545055070101 0.0012827144347829745
leaf_weight=45 35 21 1054 49 32 20 55 22 79 25 36 21 174 21 39 20 20 27 22 82 22 53 21 69 21 34 914 40 28 20
leaf_count=45 35 21 1054 49 32 20 55 22 79 25 36 21 174 21 39 20 20 27 22 82 22 53 21 69 21 34 914 40 28 20
internal_value=0 0.00213237 0.00422724 0.00350557 0.00254866 0.00278648 0.00306843 0.00386536 0.00322757 0.00288669 0.000830687 0.002374 0.00350199 0.00291365 0.00198325 0.00210374 0.0033616 0.00491303 0.00438863 0.00147385 0.00470551 0.00523049 0.000632245 0.00123355 0.00441871 0.00411543 0.0041785 0.00467605 0.00460423 0.00454263
internal_weight=0 511 2610 477 400 368 333 192 428 356 82 46 274 195 141 62 42 72 2133 121 130 108 111 90 2111 969 948 1142 1102 1074
internal_count=3121 511 2610 477 400 368 333 192 428 356 82 46 274 195 141 62 42 72 2133 121 130 108 111 90 2111 969 948 1142 1102 1074
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=31
num_cat=0
split_feature=1 52 2 4 52 12 47 2 14 4 1 2 50 1 50 2 14 15 16 0 15 4 52 457 51 15 42 43 4 49
split_gain=6.25132 1.06901 0.68493 0.500867 0.368956 0.363897 0.294827 0.259586 0.221273 0.21878 0.154422 0.138727 0.131999 0.13019 0.113384 0.0918229 0.0891789 0.0958938 0.0863825 0.0771723 0.161322 0.0695138 0.0646533 0.0774929 0.0633974 0.0615982 0.0575496 0.183159 0.084507 0.0538277
threshold=0.104035 -0.40967499999999996 0.14285500000000004 0.27834500000000006 0.19022000000000003 -0.029094999999999999 0.078345000000000012 0.13754500000000003 0.062655000000000016 0.41257000000000005 0.092845000000000025 0.091265000000000013 0.081075000000000022 0.13075500000000004 0.041865000000000006 0.094835000000000017 -0.46885499999999997 0.024640000000000006 -0.0094449999999999968 -0.11173999999999999 -0.10469999999999999 0.49041500000000005 -0.56176499999999996 0.080930000000000016 0.081440000000000026 -0.081924999999999984 0.084835000000000008 -0.11278499999999998 -0.50690499999999983 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 10 13 8 11 12 15 19 -8 16 25 -1 -3 18 -18 20 -7 -15 -13 -24 -22 -4 28 -28 -21 -17
right_child=1 2 14 -5 -6 7 9 -9 -10 -11 -12 22 -14 21 -16 29 17 -19 -20 26 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00055984294965487574 0.00051622776116626052 0.00040229540300859009 0.00013896873875802733 0.00025641242428713182 0.00045639472481298897 0.00060090505375581631 0.00046612124378774678 0.00035439902565145408 0.00061751378932012248 0.00020349699148760578 0.00033638923557410979 0.0005724884023730354 0.00029219514408481496 0.00028380148456084965 0.00024906242388038851 0.0003525266687087471 0.0002813547548630238 0.00039044381459633724 0.00018844061544407391 0.00065034216590436722 0.00047298284939087918 0.00016379212837083941 0.0004940435937647559 0.00039518823854022602 0.00034302072460880165 2.5022150531583894e-05 0.00033236894391331018 0.00052312233855575179 0.00053854077035532858 0.00048015011486664315
leaf_weight=28 76 21 76 30 54 25 62 37 86 23 58 38 23 25 30 24 128 22 55 27 31 72 645 32 27 24 20 598 697 27
leaf_count=28 76 21 76 30 54 25 62 37 86 23 58 38 23 25 30 24 128 22 55 27 31 72 645 32 27 24 20 598 697 27
internal_value=0 0.00029684 0.000269729 0.000508199 0.000303607 0.000511347 0.000284464 0.000517287 0.000519995 0.000373152 0.000413218 0.000516076 0.000419059 0.00025481 0.000143339 0.000469624 0.0002806 0.000268134 0.00025343 0.000527258 0.000469237 0.000194722 0.000493788 0.000489371 0.000412483 0.000111622 0.000530847 0.000516949 0.00054271 0.000420092
internal_weight=0 691 615 2430 485 2400 431 2263 2226 108 137 2140 85 323 130 79 226 205 183 1425 83 97 715 677 58 100 1342 618 724 51
internal_count=3121 691 615 2430 485 2400 431 2263 2226 108 137 2140 85 323 130 79 226 205 183 1425 83 97 715 677 58 100 1342 618 724 51
is_linear=0
shrinkage=0.00196078


Tree=8897
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 2 2 2 1 1 0 457 4 1 50 52 0 1 52 51 1 40 1 2 52 49 43
split_gain=9.36362 1.09101 1.01808 0.626768 0.60744 0.508136 0.482846 0.332891 0.28629 0.346672 0.259679 0.246184 0.152925 0.150907 0.226766 0.138647 0.127428 0.118267 0.118061 0.104234 0.0911021 0.086567 0.0850083 0.0753126 0.0749807 0.0708933 0.0661755 0.0654391 0.0650274 0.0638809
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14753000000000002 0.13754500000000003 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.089525000000000007 0.09253500000000002 0.12337000000000002 -0.13027499999999997 0.048635000000000005 -0.04890499999999999 0.090540000000000023 0.041865000000000006 -0.56176499999999996 -0.066089999999999996 0.13436000000000001 -0.16675999999999999 0.11144500000000002 0.12958500000000003 -0.077474999999999988 0.13075500000000004 0.31358000000000003 -0.016949999999999996 -0.054319999999999993 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 8 7 10 24 23 16 -4 -2 14 -12 -11 22 26 -15 -18 29 -9 27 -10 -3 -5 -7 -1 -13 -17
right_child=1 5 11 25 -6 17 -8 21 9 15 13 28 -14 18 -16 20 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067598628447375375 0.00064119522192681482 0.00033422876514640511 0.00061603087970542238 0.00041190238176461527 0.00044342591611907893 0.00020532140926476204 0.00047445152453500189 0.00068687023594975476 0.00065047395746914947 0.00052162894285192674 0.00062660280262040935 0.00047050811094688435 0.00047654235550404557 0.00074502002727619334 0.00038551595902033879 0.00027840452950567254 0.00066304796972196033 0.00032652075952657348 0.00064945295057640504 0.0005157382121565295 0.0002422790853573546 0.00083493772062823439 0.00059154961277110558 0.00048234946587506463 0.00022022318269130392 0.00028402077495382974 7.8237346331418218e-05 0.00071207410535163663 0.00035645885814512352 0.00039063173731287515
leaf_weight=258 86 42 34 50 45 50 46 20 21 20 60 40 29 53 20 24 241 23 798 20 26 63 27 20 47 25 23 769 37 104
leaf_count=258 86 42 34 50 45 50 46 20 21 20 60 40 29 53 20 24 241 23 798 20 26 63 27 20 47 25 23 769 37 104
internal_value=0 0.000386386 0.000660687 0.000508727 0.000669109 0.000328274 0.000673385 0.000677314 0.000367547 0.000406261 0.000672808 0.000477066 0.000599674 0.000647751 0.000566331 0.000368042 0.000690548 0.000203912 0.000655405 0.00065176 0.000348095 0.000799259 0.000700153 0.000568462 0.000274024 0.000369275 0.000165281 0.000703008 0.000415705 0.000369589
internal_weight=0 590 2531 190 2420 400 2375 2329 304 215 2246 111 115 931 80 174 1315 96 851 261 154 83 1054 41 89 75 73 1027 77 128
internal_count=3121 590 2531 190 2420 400 2375 2329 304 215 2246 111 115 931 80 174 1315 96 851 261 154 83 1054 41 89 75 73 1027 77 128
is_linear=0
shrinkage=0.00196078


Tree=8898
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 12 4 4 2 14 15 50 0 49 43 47 2 48 13 4 3 3 4 2 1 1 1
split_gain=11.0934 1.4375 1.19903 0.789805 0.689466 0.5266 0.443598 0.421607 0.400859 0.362692 0.260175 0.209104 0.183681 0.168215 0.15676 0.156462 0.153256 0.138215 0.125417 0.122409 0.119853 0.114787 0.105735 0.137064 0.101431 0.100904 0.125014 0.233649 0.0953662 0.0825492
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.091545000000000015 -0.16363499999999997 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.13592500000000005 0.041865000000000006 -0.066089999999999996 -0.012034999999999999 -0.078139999999999973 0.077555000000000013 0.10402500000000002 0.085325000000000012 -0.0075049999999999987 -0.064054999999999987 0.090900000000000009 -0.10115999999999999 -0.50262499999999988 0.088930000000000023 0.081315000000000012 0.12000500000000001 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 11 6 28 29 12 -6 13 18 25 -10 -7 19 -2 -9 22 20 -11 -19 -1 -24 -12 -4 -27 -28 -3 -8
right_child=1 5 8 -5 9 14 7 17 10 15 24 -13 -14 -15 -16 -17 -18 21 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00068443279271946939 0.00044259512833520477 0.00032082505446548264 0.00081834333754557973 0.00033711040209813235 0.00066021173711745958 0.00013022230356403186 0.00063819888308511488 0.00021215213582038053 0.00065803146361865313 0.00060498218252962716 0.00043302564900003223 0.00044390454327226106 0.00081296596050465706 0.00048376333280574402 0.00030420767287351469 0.00028918478300803385 0.00063197729126165188 0.00031045958956925145 0.00075581295994584647 0.00039050219795100534 0.0004418906378495186 0.00042696166972480486 0.00062502616465119523 0.0004621110511676803 0.00058272109634875549 0.00069545765971071869 0.00066385069894086754 0.0004440080243911521 0.00017649035470101448 0.00046414465150412392
leaf_weight=69 20 24 22 74 31 85 22 29 665 30 20 22 46 22 26 26 92 74 33 60 41 58 84 26 134 917 263 20 66 20
leaf_count=69 20 24 22 74 31 85 22 29 665 30 20 22 46 22 26 26 92 74 33 60 41 58 84 26 134 917 263 20 66 20
internal_value=0 0.000351661 0.000650225 0.000494301 0.000554818 0.00028599 0.000329562 0.000380362 0.000669316 0.000466396 0.000636122 0.000625858 0.000691331 0.000652451 0.000170976 0.000428127 0.000598159 0.000334722 0.00064474 0.000455703 0.000510803 0.00036165 0.000624262 0.000586519 0.00056328 0.000686752 0.00068434 0.000648314 0.00021498 0.000555316
internal_weight=0 590 2531 186 422 404 293 203 2109 188 841 234 1268 687 111 157 112 161 212 131 71 132 179 110 154 1222 1200 283 90 42
internal_count=3121 590 2531 186 422 404 293 203 2109 188 841 234 1268 687 111 157 112 161 212 131 71 132 179 110 154 1222 1200 283 90 42
is_linear=0
shrinkage=0.00196078


Tree=8899
num_leaves=31
num_cat=0
split_feature=1 4 15 11 14 1 4 52 15 11 133 133 2 42 3 155 157 4 2 457 2 403 3 0 51 52 49 4 40 13
split_gain=0.269197 0.0488631 0.037164 0.0346595 0.0375356 0.0335439 0.0422477 0.0397698 0.0369536 0.0578464 0.0309786 0.0322336 0.0341759 0.0396944 0.0311387 0.029555 0.0305328 0.0279505 0.0275106 0.0272881 0.0270276 0.0281998 0.049199 0.0262633 0.0254552 0.031188 0.0262539 0.0264446 0.0252558 0.0248297
threshold=0.10920500000000001 0.27287000000000006 0.024640000000000006 0.075910000000000019 0.078235000000000013 0.092845000000000025 -0.17966999999999997 0.4099850000000001 -0.11033999999999998 0.077695000000000014 0.081415000000000015 0.088625000000000009 0.090675000000000019 0.085345000000000018 0.099930000000000005 0.10158500000000002 -0.081749999999999975 -0.016304999999999997 0.25063000000000007 -0.082284999999999983 0.084145000000000011 0.085340000000000013 -0.11171999999999999 -0.04917499999999999 -0.08044999999999998 -0.088614999999999985 0.10595500000000001 -0.0060199999999999993 -0.082239999999999994 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 -4 -5 8 -7 24 -1 10 14 12 17 -14 20 16 -2 -12 -3 -18 -10 22 -22 -13 -8 -26 27 28 -27 -21
right_child=1 18 3 4 -6 6 7 -9 9 -11 11 23 13 -15 -16 -17 19 -19 -20 29 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0064542883644469256 -0.00025690110355970408 0.0021291130094369688 0.0054874091387447279 0.010717673365164687 0.0058139145590610352 0.0061230305296235861 -0.00048442314378917224 0.0071253246255218979 0.0059342963798090084 0.0003056807249474029 0.002401717167924203 0.0044187689471029586 0.012242578302975746 0.0063647549892603258 0.00056688442826271059 0.0072159670674326742 0.00028154580463056586 0.0063052275332076291 -0.0014147245325148107 0.0020537649388037002 3.103055150859291e-05 0.0061600848923135032 0.0042084196870527642 0.0078483399320393808 0.0062913247343987753 0.0033424942410024612 -0.00065918861189857131 0.0039999185244336596 -0.0015163811700767838 0.0046343952309149238
leaf_weight=174 21 251 1077 27 37 70 20 25 113 27 21 209 20 27 20 22 21 145 24 48 32 57 237 25 29 23 20 112 20 167
leaf_count=174 21 251 1077 27 37 70 20 25 113 27 21 209 20 27 20 22 21 145 24 48 32 57 237 25 29 23 20 112 20 167
internal_value=0 0.00276579 0.00519639 0.00562176 0.00788269 0.00485604 0.00395255 0.00334237 0.0051164 0.00486689 0.00500282 0.00559536 0.00648542 0.00886596 0.00442577 0.00369818 0.00339705 0.00581141 0.00181983 0.00372219 0.00460157 0.00413961 0.00371148 0.00478518 0.00292016 0.00325395 0.00275061 0.00319058 0.00108255 0.00405825
internal_weight=0 554 2567 1141 64 1426 319 249 1107 933 906 447 213 47 459 279 257 166 275 236 439 326 269 234 224 204 175 155 43 215
internal_count=3121 554 2567 1141 64 1426 319 249 1107 933 906 447 213 47 459 279 257 166 275 236 439 326 269 234 224 204 175 155 43 215
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=31
num_cat=0
split_feature=1 1 12 15 4 15 51 16 47 2 1 42 123 4 14 16 0 12 4 11 16 11 52 0 4 43 2 131 10 0
split_gain=0.219168 0.0370399 0.0336674 0.0307813 0.0261267 0.0370502 0.0269915 0.0464239 0.0259717 0.0255687 0.0248251 0.0266291 0.0239617 0.0231955 0.0295338 0.0321085 0.0222613 0.0195715 0.0197373 0.0247916 0.0274507 0.0240746 0.0287177 0.023331 0.0227113 0.0192457 0.0241252 0.0409529 0.0189188 0.018693
threshold=0.11146500000000002 0.14262000000000002 0.051320000000000005 0.050935000000000008 -0.17966999999999997 -0.03241999999999999 -0.076794999999999988 -0.034884999999999992 0.085505000000000012 0.13754500000000003 0.088975000000000012 0.091545000000000015 0.08128500000000001 -0.033174999999999989 -0.46413499999999996 -0.06421499999999998 -0.17169499999999996 0.11734000000000001 0.40124500000000002 1.0000000180025095e-35 0.0057500000000000008 0.078340000000000007 0.0046550000000000003 -0.13455999999999999 -0.15289999999999995 -0.0043399999999999992 0.084415000000000004 0.090150000000000022 -0.074314999999999978 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 10 -7 -8 9 13 -6 29 -10 -2 -15 16 -16 18 19 20 23 -21 24 -4 -23 26 27 -22 -3 -12
right_child=1 28 17 -5 5 6 7 -9 12 -11 11 -13 -14 14 15 -17 -18 -19 -20 21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053175543126492923 0.0057496430934406819 -0.0018603379774669356 0.0016968416227471261 0.0064518422169914076 0.005175163358968172 -0.00047983883414417507 -0.00026599436643577758 0.0062371512692745617 0.0045734911905816952 0.00056502835006650646 0.0040506447635652214 -9.5854383702813223e-05 0.00088987415212960462 0.0059646651015750002 0.0055686180987818681 -0.00091306190344414898 0.0020730677875690161 0.0033688556310980029 0.0019128344720229506 0.0086767807090654975 -0.0011362673994153739 0.0054833345963852488 0.002761944498995255 0.0050533554988463373 0.0090176226804032922 0.0021179345283282758 0.0048044417886230345 0.0042028765422383362 0.001422047798238138 0.00091038083509457381
leaf_weight=77 24 22 21 43 93 39 21 23 111 66 137 22 21 21 22 31 106 88 22 30 20 75 29 1494 24 46 233 51 87 22
leaf_count=77 24 22 21 43 93 39 21 23 111 66 137 22 21 21 22 31 106 88 22 30 20 75 29 1494 24 46 233 51 87 22
internal_value=0 0.00239457 0.00465924 0.00389976 0.0036469 0.00328656 0.0014356 0.00313338 0.0028379 0.00227589 0.00384726 0.00316496 0.00398746 0.00282941 0.00244004 0.00197453 0.00267387 0.00482909 0.00489192 0.00492432 0.00482243 0.00612704 0.00552945 0.00500683 0.00634013 0.00402423 0.00431269 0.00269889 0.000759548 0.00361614
internal_weight=0 511 2610 477 434 357 83 44 402 270 274 181 132 204 180 159 128 2133 2045 2023 1865 158 128 1515 99 350 304 71 109 159
internal_count=3121 511 2610 477 434 357 83 44 402 270 274 181 132 204 180 159 128 2133 2045 2023 1865 158 128 1515 99 350 304 71 109 159
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=31
num_cat=0
split_feature=1 3 2 12 30 2 4 484 52 52 1 0 160 2 147 148 8 475 12 2 16 49 160 2 15 11 1 50 3 2
split_gain=0.177526 0.030745 0.0291004 0.0242069 0.0240456 0.0497424 0.0263699 0.0230243 0.0230037 0.0370892 0.0236353 0.0275996 0.0398117 0.0365861 0.0225006 0.0215431 0.0215269 0.0212406 0.0245608 0.0210763 0.0208705 0.0189628 0.0198985 0.0232932 0.0175737 0.0174766 0.0175033 0.0332929 0.0495939 0.0517858
threshold=0.11146500000000002 0.31534000000000006 0.094835000000000017 -0.42850999999999995 0.086065000000000016 1.0000000180025095e-35 -0.04890499999999999 -0.093244999999999981 -0.45478499999999994 1.0000000180025095e-35 0.082005000000000008 -0.061629999999999997 -1.0000000180025095e-35 0.097845000000000015 0.089365000000000014 -0.078044999999999989 0.089545000000000013 -0.068779999999999994 -0.096104999999999982 0.15950500000000004 -0.53943499999999989 -0.050619999999999991 0.066685000000000008 0.10774000000000002 -0.070929999999999979 0.086945000000000008 0.076935000000000017 0.082725000000000007 -0.096544999999999978 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 14 -3 5 16 -7 -4 -9 17 11 13 -13 -11 20 -8 -2 -10 -19 -5 -1 24 -23 -24 -20 26 -22 28 29 -28
right_child=1 3 7 19 -6 6 15 8 9 10 -12 12 -14 -15 -16 -17 -18 18 21 -21 25 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0075242432770954272 0.0048945425489135006 0.0025636539671241364 0.0058576408659776107 0.00070786314317956573 0.00037913028834427292 0.0047652829508698577 -0.0015727540954321739 0.0047021697307746951 -0.00039665746330486048 0.0022221771491685006 0.0064961478951671677 -0.0015690888766021955 0.0036193855772726244 0.0053223934308391126 0.0019381286688081271 0.001873448554468222 0.0013304393412545325 -0.00045154696034098218 -0.00032375048854035035 -0.0033214399920931705 0.0046294306683648759 0.0029584066151019973 0.0076466864101927398 0.0030449827159331603 0.0032566151962293171 0.0071635290205924089 0.0036150830134789903 0.0047780467632930895 0.0037814680472841133 -0.0030954389863283092
leaf_weight=22 111 34 46 34 47 29 20 141 23 54 36 21 50 129 36 195 20 22 29 21 1104 169 22 22 26 23 23 283 306 23
leaf_count=22 111 34 46 34 47 29 20 141 23 54 36 21 50 129 36 195 20 22 29 21 1104 169 22 22 26 23 23 283 306 23
internal_value=0 0.00215512 0.00419332 0.000466082 0.00251133 0.00277857 0.00193467 0.0036865 0.00355227 0.00328338 0.00409816 0.00375829 0.00208477 0.00440758 0.00441331 0.00155287 0.0043504 0.00252848 0.00276047 -0.000830598 0.00446326 0.00302414 0.00345158 0.00534583 0.00136879 0.00442504 0.00438882 0.0039705 0.00332125 0.000259822
internal_weight=0 511 2610 89 422 375 244 790 744 603 290 254 71 183 1820 215 131 313 290 55 1784 268 213 44 55 1762 1739 635 352 46
internal_count=3121 511 2610 89 422 375 244 790 744 603 290 254 71 183 1820 215 131 313 290 55 1784 268 213 44 55 1762 1739 635 352 46
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=31
num_cat=0
split_feature=1 2 11 48 11 2 40 123 1 34 97 2 52 50 400 13 401 0 16 4 4 10 400 1454 160 4 158 1444 11 0
split_gain=0.145104 0.0464574 0.0281826 0.0272896 0.0250658 0.025044 0.0243448 0.0243161 0.0209973 0.0203376 0.0271238 0.0263398 0.0193971 0.0190572 0.0186558 0.0188211 0.021429 0.0180464 0.0158313 0.034315 0.0312566 0.0151311 0.0143279 0.0142872 0.0172918 0.0154683 0.0141689 0.0177306 0.0222354 0.0182004
threshold=0.12000500000000001 0.10045500000000002 0.079915000000000014 0.13438000000000003 0.085155000000000022 -0.0091949999999999983 0.051255000000000002 0.084995000000000015 0.092845000000000025 -0.038779999999999995 -0.079444999999999988 0.13404500000000005 -0.020999999999999994 0.086295000000000011 -0.070649999999999991 -0.23438999999999996 0.080710000000000018 -0.14723999999999998 -0.11118499999999999 0.015030000000000002 0.53859500000000016 0.10223 1.0000000180025095e-35 0.093640000000000015 -0.088079999999999978 -0.50690499999999983 0.080150000000000013 -0.080624999999999988 1.0000000180025095e-35 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -4 8 7 14 -1 10 -2 21 -6 18 -3 -16 23 -9 20 -20 -13 -11 26 24 -17 -26 27 -7 29 -29
right_child=9 3 4 -5 12 22 -8 17 -10 11 -12 13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0045601465242305914 0.0020446809762645337 0.0004105840594274923 0.0077472469492123417 -0.00055104771274186318 0.0063599241711199284 0.0013093443770360734 -0.00032655611401423814 -0.0010587936311605432 0.0011491749218617709 0.0034366533138309747 -0.0029797712891277942 -0.00030165484991316176 0.0020084547200461939 0.0029118789282316965 0.0014264267438556999 0.0055256615797500885 0.0014201086623450885 0.0025613100267946722 0.0015599889381389535 -0.0034364691533482986 0.0039723209878762388 0.00064331511384807527 0.0055838032978639471 0.0013038303414803177 0.0064447758591268216 0.0035927880942915958 0.0046816127730932092 0.0026853496748301957 0.0071610762376803907 0.0039061163734637489
leaf_weight=26 21 20 36 21 20 28 20 21 59 101 22 44 21 39 40 62 39 40 28 27 28 24 52 21 20 387 207 133 20 1494
leaf_count=26 21 20 36 21 20 28 20 21 59 101 22 44 21 39 40 62 39 40 28 27 28 24 52 21 20 387 207 133 20 1494
internal_value=0 0.00370969 0.00394412 0.00299862 0.00582178 0.00387251 0.00310987 0.00321561 0.00219253 0.001504 -0.000525969 0.00180396 0.00413112 0.000978376 0.00341244 0.00351796 0.00367611 0.00131504 0.000384624 -0.000892818 0.00136045 0.00290033 0.00394634 0.00385567 0.00396993 0.00373293 0.0039011 0.00380464 0.00384706 0.00380632
internal_weight=0 2787 2096 691 77 2019 670 650 85 334 43 291 41 166 589 569 529 61 127 55 72 125 1934 490 469 407 1882 1675 1647 1627
internal_count=3121 2787 2096 691 77 2019 670 650 85 334 43 291 41 166 589 569 529 61 127 55 72 125 1934 490 469 407 1882 1675 1647 1627
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 14 47 2 2 1 34 3 15 48 4 1447 160 31 159 1 1 48 1 0 16 47 13 1186
split_gain=5.71824 0.862737 0.586919 0.457556 0.328586 0.321978 0.207876 0.187126 0.154168 0.152235 0.114326 0.111329 0.105993 0.0923199 0.163516 0.0916342 0.0810557 0.0725628 0.068451 0.0682825 0.0602927 0.0593079 0.0569249 0.0568946 0.0567276 0.0755323 0.0563342 0.055647 0.0546121 0.0499788
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.090050000000000005 0.13501500000000002 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.14753000000000002 0.092845000000000025 -1.0000000180025095e-35 -0.12018999999999998 1.0000000180025095e-35 -0.015314999999999997 0.27834500000000006 -0.082869999999999985 -0.020569999999999995 -0.077289999999999984 0.0089800000000000019 0.090540000000000023 0.11588000000000001 0.099800000000000014 0.084885000000000002 -0.07384499999999998 0.11346000000000002 0.090100000000000013 -1.0000000180025095e-35 0.08426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 7 15 13 10 22 12 -5 19 14 18 -7 -14 -17 -1 -4 23 -15 -6 29 25 -22 -8 -3 -18 -19
right_child=1 2 8 11 9 6 26 -9 -10 -11 -12 -13 16 21 -16 17 28 20 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024447858488808074 0.00044829314021826988 0.0002250289040044819 0.00016994445008655708 0.00040525059414623781 0.00046174210727002323 0.00033974381516766703 0.00024236899197978132 0.00058482543300080836 0.00028060645717942727 0.00024204186190532163 8.277690705249466e-05 0.00026849524757149168 0.0002860940983839913 0.00048187278217348109 0.00054283057503840503 0.00052121700937242843 0.00013429248936581081 0.00043861689691316783 0.00040476143579272662 1.7147256102720997e-05 0.00049264367840925983 0.00044778067859262648 0.00035401055687818227 0.00037598713378136927 0.00056900125202121973 0.00037960403632600608 0.00037718411263596406 0.00031341322270842892 0.00024903893577155653 0.00033896201454541262
leaf_weight=20 74 190 22 37 44 36 26 59 34 26 87 60 33 1055 20 41 52 594 21 23 73 241 33 69 21 33 22 32 23 20
leaf_count=20 74 190 22 37 44 36 26 59 34 26 87 60 33 1055 20 41 52 594 21 23 73 241 33 69 21 33 22 32 23 20
internal_value=0 0.000248556 0.00022388 0.000452633 0.000280236 0.000458078 0.00042984 0.000476724 0.000157035 0.000371768 0.000139529 0.00032066 0.0001718 0.000472024 0.000397478 0.000436641 0.000205113 0.00044074 0.000326575 9.18481e-05 0.000436666 0.000475533 0.000415571 0.000429372 0.000475897 0.000457452 0.000304159 0.000237769 0.000169481 0.000435371
internal_weight=0 673 599 2448 325 2351 935 1416 274 103 240 97 153 1357 61 887 108 851 41 45 810 1296 77 683 127 106 48 222 75 614
internal_count=3121 673 599 2448 325 2351 935 1416 274 103 240 97 153 1357 61 887 108 851 41 45 810 1296 77 683 127 106 48 222 75 614
is_linear=0
shrinkage=0.00196078


Tree=8904
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 47 4 4 49 12 12 151 2 13 1 14 12 3 43 4 158 1 2 1 41 0 160 41 10 34
split_gain=3.342 0.487511 0.362117 0.325159 0.188547 0.175363 0.159673 0.133029 0.112745 0.108184 0.0914335 0.0879177 0.0741073 0.067521 0.0627337 0.058934 0.0566866 0.0839055 0.0623461 0.0555049 0.0549598 0.05566 0.0522704 0.051249 0.0503661 0.0581956 0.0707946 0.0496769 0.0443281 0.0438945
threshold=0.10752500000000002 0.13210500000000003 -0.065819999999999976 0.085055000000000006 0.10089500000000001 0.13082500000000002 0.36766000000000004 0.40124500000000002 0.13014500000000004 0.051320000000000005 0.090285000000000018 0.050660000000000004 0.14019000000000004 -0.00051499999999999994 0.084785000000000013 -0.46413499999999996 -1.0000000180025095e-35 0.11658 -0.083434999999999995 0.033845000000000007 0.083065000000000014 1.0000000180025095e-35 0.17025000000000004 0.084785000000000013 0.075585000000000013 -0.11242999999999999 0.08443500000000001 0.083525000000000016 -0.38851999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 8 22 9 -5 11 -1 24 13 15 14 -4 -2 18 -18 -6 -12 21 -15 29 -23 25 26 -11 -26 -24 -3
right_child=1 5 4 7 16 -7 -8 -9 -10 10 19 -13 -14 20 -16 -17 17 -19 -20 -21 -22 23 28 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00026379744963151737 0.00030475907744257166 5.6988549988873668e-05 0.00033577096416226358 0.00034857074966089486 0.00024548033963916593 0.00024489601225841123 0.00021094223149607775 0.00020568487087770437 0.00019632762270993079 0.00022994461673704069 0.00036481886764032134 0.00021389985481411024 0.00010040333986337761 0.00029751733789516689 0.00024705213437708118 0.0001947962825511317 0.00035802721064172538 0.00019544522513818862 0.00010317587850651904 0.00031977076490470347 0.00045902700642185744 0.00044861771896773691 9.6325384366850383e-05 0.00035672432429093714 0.00048685437616179968 0.00038491876097960538 0.00039094806301827523 0.00037780742367516708 -2.1289946298063491e-05 0.00013786336541709942
leaf_weight=35 21 34 143 104 29 38 24 33 23 21 692 21 29 45 39 174 26 23 20 124 23 30 28 105 36 1022 21 29 22 107
leaf_count=35 21 34 143 104 29 38 24 33 23 21 692 21 29 45 39 174 26 23 20 124 23 30 28 105 36 1022 21 29 22 107
internal_value=0 0.000194015 0.000357888 0.000238906 0.000312153 0.000123248 0.000369915 0.000314153 0.000329879 0.000371842 0.000373787 0.000337445 0.000192885 0.000344184 0.00031676 0.000206638 0.000234555 0.000281713 0.000187397 0.000357973 0.000368771 0.000357238 9.90457e-05 0.000377145 0.000385216 0.000381979 0.000310446 0.000438203 4.45746e-05 0.000118362
internal_weight=0 590 2531 361 527 229 2004 137 429 1980 1945 406 224 385 182 195 98 49 49 816 203 180 191 135 1129 1064 42 65 50 141
internal_count=3121 590 2531 361 527 229 2004 137 429 1980 1945 406 224 385 182 195 98 49 49 816 203 180 191 135 1129 1064 42 65 50 141
is_linear=0
shrinkage=0.00196078


Tree=8905
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 2 2 1 2 4 50 4 0 15 150 1 12 4 3 49 16 1 1 0 133 13 4
split_gain=13.366 2.23657 1.40608 1.10529 0.94696 0.633336 0.439187 0.378638 0.356236 0.305567 0.295515 0.279224 0.24089 0.231982 0.23069 0.174714 0.19387 0.147621 0.140198 0.138543 0.155566 0.146675 0.134997 0.130505 0.123563 0.121716 0.14996 0.118913 0.138953 0.12173
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.062655000000000016 0.40473500000000007 -1.0000000180025095e-35 0.14285500000000004 0.09253500000000002 0.10467500000000002 -0.15464999999999998 0.086295000000000011 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.083345000000000016 0.087695000000000009 -0.51843499999999987 -0.13927999999999999 -0.054984999999999992 -0.0013749999999999997 0.14754500000000001 0.076935000000000017 -0.030209999999999997 -1.0000000180025095e-35 -0.0034749999999999994 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 6 14 22 -3 17 -5 -10 -13 24 15 16 -1 25 -16 20 -17 -22 -6 -21 -4 26 -7 -14 -29 -30
right_child=1 2 13 10 7 9 -8 -9 11 -11 -12 12 27 -15 18 19 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00080576915570232269 0.000731819326786557 0.00027156359133864055 0.00020812703518071805 0.00066270222006561161 0.0004959475307487974 0.00068720386923620672 0.00089387631945319712 0.00042023600734192155 0.00059793780685639853 0.00050038144155370348 0.00043457493914051169 0.0005919316549803696 0.00024255749828857825 0.00035596126670216682 0.00070871189656106736 0.00093873415062296179 0.00058957212344710997 0.00053261762387514901 0.00057907708934914288 0.00074872257435255787 0.00060195937022274623 0.00077227467893587214 0.00067890400734432852 0.00069035462473814198 6.9928588962506761e-05 0.0007571948810465752 0.00054128556226203648 0.00033158728706577588 0.00040045204031961406 0.00057570445113906666
leaf_weight=23 76 101 61 34 20 278 76 47 27 39 61 20 26 27 101 21 52 24 47 655 20 695 69 190 42 84 30 91 64 20
leaf_count=23 76 101 61 34 20 278 76 47 27 39 61 20 26 27 101 21 52 24 47 655 20 695 69 190 42 84 30 91 64 20
internal_value=0 0.000414488 0.000375273 0.000723543 0.000423813 0.000731978 0.000747865 0.000562606 0.000369727 0.000666337 0.00051622 0.000409705 0.000386709 0.000194182 0.000741713 0.000748342 0.000655873 0.000681895 0.000667544 0.000752729 0.000772396 0.000767511 0.00063779 0.000735598 0.000151774 0.000691035 0.000672991 0.000366288 0.000384671 0.000442179
internal_weight=0 691 615 2430 485 2335 1880 136 349 455 95 248 221 130 1804 1656 75 416 148 1581 736 715 89 845 103 392 308 201 175 84
internal_count=3121 691 615 2430 485 2335 1880 136 349 455 95 248 221 130 1804 1656 75 416 148 1581 736 715 89 845 103 392 308 201 175 84
is_linear=0
shrinkage=0.00196078


Tree=8906
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 2 16 393 13 0 157 1 150 1444 42 11 483 157 160 484 475 484 42 481 1447 42 1209 42 13 3
split_gain=0.207922 0.051002 0.0386792 0.0375254 0.0287436 0.0259709 0.0230902 0.0225555 0.0216111 0.0213506 0.0202833 0.0202966 0.0201128 0.0194057 0.0191736 0.0190625 0.0192422 0.0277383 0.0208378 0.0384314 0.019239 0.0475885 0.0240654 0.0258766 0.0382958 0.04345 0.0244758 0.0279634 0.0303005 0.0735371
threshold=0.10337500000000001 -0.07793499999999999 0.14262000000000002 0.083555000000000018 0.40124500000000002 0.090175000000000019 -0.25582999999999995 0.086855000000000016 -0.11122999999999998 1.0000000180025095e-35 -0.080799999999999983 0.10538500000000002 0.082565000000000013 -0.083894999999999983 -1.0000000180025095e-35 0.078065000000000009 -0.070084999999999981 -1.0000000180025095e-35 0.0065900000000000012 -0.066844999999999988 -0.085774999999999976 0.073690000000000019 0.088295000000000012 -0.051484999999999996 -0.085804999999999979 0.085730000000000015 0.087170000000000011 0.089165000000000008 -0.066634999999999986 -0.082334999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 10 5 8 12 -7 -1 -4 -3 -12 -2 -10 -13 16 17 -15 20 -20 21 -18 23 24 -22 -26 27 -24 -29 -30
right_child=1 2 9 -5 -6 7 -8 -9 13 -11 11 14 -14 15 -16 -17 18 -19 19 -21 22 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=0.0069885728519637983 0.0015034582438495231 -0.00073828914668411022 0.0012342863143179807 0.0067030279883294411 0.0010256517022836224 0.004330046995005556 0.0048333341885238978 0.0012857672311365606 0.0017593054892495277 -0.0021292001623660329 -0.00034605165811903453 0.0050947889381448832 0.0050140175056488569 0.0095149664773738814 0.0024890489173050138 0.0073089235987936268 0.0056341887736619505 0.0050457197639000861 -0.00040090296506172136 0.004340193174309958 0.0043065716348150204 0.00035456523539558534 0.0010234300357600055 0.0050632788993609868 0.0054187791179055762 0.011284708562639675 0.0073665865368887102 0.004881410853436817 0.0056599981798790399 -0.0023669906559267216
leaf_weight=49 51 20 77 21 22 919 129 25 20 25 23 31 24 21 317 32 38 41 21 92 34 31 30 735 23 28 22 174 25 21
leaf_count=49 51 20 77 21 22 919 129 25 20 25 23 31 24 21 317 32 38 41 21 92 34 31 30 735 23 28 22 174 25 21
internal_value=0 0.0026843 0.00215334 0.00258497 0.00462366 0.00465691 0.00402212 0.00424943 0.00492459 0.000409902 0.00236379 0.00253102 0.00262684 0.00485172 0.00272117 0.00489694 0.00483916 0.0065595 0.00475544 0.0034591 0.00488161 0.00326218 0.00498394 0.00525431 0.0069062 0.00863929 0.00416885 0.00388745 0.00427799 0.0019955
internal_weight=0 718 514 412 2403 2381 204 944 1437 102 391 371 75 1388 348 1368 1336 62 1274 113 1161 69 1092 820 85 51 272 250 220 46
internal_count=3121 718 514 412 2403 2381 204 944 1437 102 391 371 75 1388 348 1368 1336 62 1274 113 1161 69 1092 820 85 51 272 250 220 46
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 4 2 2 14 47 2 47 4 49 1 11 1 4 0 51 3 124 43 1 52 2 52 3 52
split_gain=8.69621 1.07742 0.94391 0.628328 0.593286 0.38757 0.339834 0.306501 0.215844 0.208411 0.184716 0.169641 0.14587 0.16677 0.137032 0.109017 0.107209 0.106454 0.102563 0.130551 0.102247 0.09899 0.0960052 0.083498 0.0766546 0.0756176 0.07318 0.0667026 0.0657325 0.0646785
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.13657000000000002 -0.16363499999999997 0.097070000000000004 0.11389000000000002 0.076175000000000007 0.13082500000000002 0.13501500000000002 0.090100000000000013 0.061775000000000004 -0.012034999999999999 0.10089500000000001 0.081790000000000015 0.11669000000000002 -0.49013999999999996 -0.060129999999999996 -0.10056999999999998 -0.22605499999999998 -0.072314999999999977 -0.079914999999999986 0.13075500000000004 0.047850000000000011 0.090545000000000014 -0.04127999999999999 -0.10217499999999997 0.048770000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 12 -6 9 20 16 29 21 17 -14 -2 22 18 23 -4 -20 -1 -9 -8 -3 -5 26 27 -22 -23 -7
right_child=1 5 7 24 6 10 15 11 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 25 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065311412146408314 0.00037440886894496634 0.00022543284700751466 0.00072675992537032615 0.00033239215237143284 0.0005906630726855137 0.00011547304929682928 0.00034431327395561688 0.00062942524917987213 0.00036611365392611573 0.00071882353655956062 0.0003400394113875237 0.00041418962682057892 0.0005252579468138077 0.0003077147781794993 0.00055348631613852124 0.00031845697173498626 0.00045231514226864365 0.00022135635118731046 0.00059705603131997428 0.0004482291225988643 0.00051181700438168764 0.00046886431645284325 0.00048801239908618084 0.00035082124449941504 0.00019758153211370014 0.00060654891190492141 0.00046153889269101806 0.00064385521402156429 0.00055057695433663857 0.00021512901051681072
leaf_weight=45 20 29 23 50 31 95 33 56 22 54 21 37 20 42 92 85 20 94 1537 23 38 43 39 69 24 56 49 24 316 34
leaf_count=45 20 29 23 50 31 95 33 56 22 54 21 37 20 42 92 85 20 94 1537 23 38 43 39 69 24 56 49 24 316 34
internal_value=0 0.000305384 0.000569728 0.000428874 0.000485077 0.00024853 0.000403054 0.000586666 0.000550976 0.000599012 0.000169501 0.000541408 0.0002952 0.00037789 0.000521508 0.000366011 0.000594976 0.000268499 0.000596778 0.000594862 0.00057016 0.00055275 0.00042215 0.000313717 0.00028867 0.000547807 0.000518171 0.000562929 0.00054079 0.000141739
internal_weight=0 590 2531 186 422 404 188 2109 234 1657 150 452 254 62 112 157 1603 192 1583 1560 212 415 72 98 74 167 111 62 359 129
internal_count=3121 590 2531 186 422 404 188 2109 234 1657 150 452 254 62 112 157 1603 192 1583 1560 212 415 72 98 74 167 111 62 359 129
is_linear=0
shrinkage=0.00196078


Tree=8908
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 43 14 1 457 2 2 2 4 49 52 0 49 12 475 0 15 4 4 1 16 0 4 157 133
split_gain=7.6049 0.908138 0.803641 0.479531 0.456623 0.372876 0.300811 0.220258 0.213292 0.193102 0.210006 0.176582 0.146467 0.124341 0.111821 0.107146 0.100792 0.181822 0.118366 0.0978502 0.0897859 0.0890263 0.0923552 0.0834094 0.0762603 0.0681058 0.0602069 0.0575045 0.0685578 0.0537415
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.076975000000000002 0.09253500000000002 0.080930000000000016 0.14122000000000004 0.11177500000000001 -1.0000000180025095e-35 -0.011209999999999999 -0.012034999999999999 0.048770000000000008 -0.11173999999999999 0.082865000000000008 0.091325000000000003 -0.069854999999999987 -0.080119999999999983 0.079055000000000014 0.061775000000000004 -0.50262499999999988 0.12205500000000001 -0.059624999999999991 -0.07929499999999999 0.0061450000000000003 -0.08107499999999998 0.0068000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 14 6 24 12 -4 10 19 -8 20 -13 -2 -7 17 21 23 -5 -1 22 -14 -18 -3 -15 -25 28 -20 -28
right_child=1 5 8 9 -6 15 11 -9 -10 -11 -12 13 16 25 -16 -17 18 -19 27 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.00039583733031416638 0.00022915128335429757 0.00013908749014562014 0.00038309786731920782 0.00046258515308141284 0.0001635409933310071 -4.4949595985990525e-05 0.00032620143366330468 0.00054240379764948011 0.0001966346065704228 0.00022686523645299871 0.00024624958319036311 0.00030514585242711283 0.00027059268953763885 0.0001750826444313312 0.00039091871627380169 9.4129144823159317e-05 0.00053052989232773879 0.00051454133171515142 0.00031665570954269266 0.00038019993700189248 0.00022836401728383471 0.00044991835781366997 0.00041816881671230305 0.00045307128678310653 5.334686780945622e-05 5.6077259610973153e-05 0.00036256700184806684 0.00035532475182117467 0.0004287985588591639 0.00045810203511033386
leaf_weight=32 20 71 34 66 74 57 39 75 77 34 41 22 56 64 92 34 50 32 22 346 20 24 23 1009 91 26 56 53 443 38
leaf_count=32 20 71 34 66 74 57 39 75 77 34 41 22 56 64 92 34 50 32 22 346 20 24 23 1009 91 26 56 53 443 38
internal_value=0 0.000169688 0.00041689 0.000424373 0.000283062 0.000117491 0.000149611 0.000438227 0.000253749 0.000369383 0.00038008 0.000212572 0.000434022 0.000173005 0.000362032 7.01389e-06 0.000436976 0.00038544 0.000441139 0.000393398 0.000331425 0.000345331 0.000313558 0.0004522 9.09245e-05 0.000140703 0.00044865 0.000416518 0.000423493 0.000401188
internal_weight=0 590 2531 2420 186 404 313 1933 111 487 453 151 1858 112 112 91 1806 135 1671 412 52 103 79 1153 162 90 1103 518 465 94
internal_count=3121 590 2531 2420 186 404 313 1933 111 487 453 151 1858 112 112 91 1806 135 1671 412 52 103 79 1153 162 90 1103 518 465 94
is_linear=0
shrinkage=0.00196078


Tree=8909
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 4 49 50 40 1 1 0 52 1 1 0 52 133 52 1 4 0 47
split_gain=10.0095 1.58225 0.803519 0.800869 0.540861 0.537288 0.38038 0.366659 0.334315 0.278514 0.235099 0.213405 0.155254 0.131393 0.129949 0.122099 0.111008 0.108312 0.0979774 0.0979178 0.0885956 0.080657 0.0730482 0.0729957 0.0696442 0.0695291 0.0687704 0.0644567 0.111978 0.0636202
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.062539999999999984 -0.054984999999999992 0.041865000000000006 -0.077714999999999992 0.085760000000000017 0.13075500000000004 -0.22491999999999998 -0.16675999999999999 0.13436000000000001 0.12958500000000003 -0.097024999999999986 -0.56176499999999996 -1.0000000180025095e-35 0.40674500000000008 0.15964000000000003 -0.46376499999999993 -0.075934999999999989 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 9 15 21 11 -4 16 -10 -2 26 -3 25 24 -13 -11 -14 -9 -18 -20 -5 27 -6 -1 -29 -15
right_child=1 4 10 17 14 -7 -8 8 12 19 -12 18 20 29 -16 -17 22 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00075730525928994878 0.00042990993070023137 0.00028229983086211057 0.00057069800897246829 0.0002815840895322555 0.00014744604246615014 0.00041608053331455104 0.00038012055348410134 0.00054667624317307234 0.00046581023222650104 0.00061841736291991733 0.00036838159847446886 0.00048360530592733822 0.00031335840464568509 0.00063544375860826797 0.00027643329950600537 0.00014232280607536142 0.00054263852658916736 0.00021352338664738912 0.00068042890568444417 0.00077530852023113188 0.00019115874480886267 0.00038975086556199714 0.00062293801665389567 0.00059922507079975343 0.00042021009528969092 0.00054790257336267457 1.8681665820538846e-05 0.00065586570087601504 0.00051715969150125328 0.00054549438220870662
leaf_weight=23 23 46 34 22 52 48 24 34 23 20 63 27 147 62 23 50 49 24 45 65 27 20 392 785 38 24 23 826 23 59
leaf_count=23 23 46 34 22 52 48 24 34 23 20 63 27 147 62 23 50 49 24 45 65 27 20 392 785 38 24 23 826 23 59
internal_value=0 0.000344182 0.000614186 0.000477004 0.000276129 0.000621401 0.000625681 0.000312457 0.000351875 0.000628267 0.000439297 0.000624 0.000314409 0.000565761 0.000147498 0.000209395 0.000639483 0.00032485 0.000599846 0.000738393 0.000294396 0.000488556 0.000614016 0.000603628 0.000369381 0.000652017 0.000107958 0.000654883 0.000652108 0.000591584
internal_weight=0 673 2448 228 445 2351 2303 347 251 2279 97 2194 197 144 98 96 1337 84 857 85 174 54 441 830 60 896 75 872 849 121
internal_count=3121 673 2448 228 445 2351 2303 347 251 2279 97 2194 197 144 98 96 1337 84 857 85 174 54 441 830 60 896 75 872 849 121
is_linear=0
shrinkage=0.00196078


Tree=8910
num_leaves=31
num_cat=0
split_feature=1 12 2 15 10 2 97 1 3 131 2 4 4 51 0 16 49 475 43 0 48 160 402 12 12 3 1447 15 0 16
split_gain=0.292334 0.0447716 0.0421476 0.0361778 0.0356059 0.0369 0.0384187 0.0334778 0.0277832 0.0235133 0.038611 0.0225385 0.0213487 0.028967 0.0265935 0.0207954 0.0314873 0.0227477 0.0189061 0.0187582 0.0332408 0.0454034 0.0255954 0.028239 0.0252049 0.0602471 0.0560927 0.0247017 0.0211214 0.0247689
threshold=0.11146500000000002 0.051320000000000005 0.14753000000000002 0.050935000000000008 1.0000000180025095e-35 1.0000000180025095e-35 -0.0047149999999999996 0.092390000000000014 -0.11171999999999999 0.090030000000000013 0.31358000000000003 0.053180000000000012 -0.17966999999999997 -0.076794999999999988 -0.068944999999999992 -0.034884999999999992 0.0065400000000000015 -0.029109999999999997 -0.079734999999999986 -0.086074999999999985 0.092475000000000016 -0.059339999999999997 -0.012254999999999999 0.086095000000000019 0.083935000000000023 -0.087429999999999994 -0.083249999999999977 0.088495000000000018 -0.086409999999999987 -0.071359999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 6 -2 8 -1 10 -4 19 -9 -14 -15 16 -10 -17 -7 22 24 -22 23 -3 25 -21 27 -26 29 -24
right_child=2 11 9 -5 -6 18 -8 12 15 -11 -12 -13 13 14 -16 17 -18 -19 -20 20 21 -23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0017925038264365867 0.0014589663896035275 0.010988939719806825 0.0014533314191794489 0.0071386671435564424 0.00071599223663017459 0.00034063024366097982 0.0055354706477373844 0.0062733776401728393 0.001919672043461885 0.0038947007319490821 -0.0032499537492791811 0.0045494413215584721 -0.0005017461212859912 0.0039867144405018604 0.0010340250195720448 0.003850341977085918 0.0061318977858819488 0.0070436514914035799 0.0030211735951582541 0.006133682608152881 -0.00066701616160571577 0.0049078990671356827 0.0063738944934470538 0.0060995569892434614 0.011322557811879299 -0.0005334829506666764 0.0054168690070549837 0.0069109860310951872 0.008457756543467785 0.0049962156973877327
leaf_weight=24 29 21 64 43 54 31 114 21 35 21 24 249 22 140 39 30 36 87 174 33 21 48 261 27 22 23 1108 30 29 261
leaf_count=24 29 21 64 43 54 31 114 21 35 21 24 249 22 140 39 30 36 87 174 33 21 48 261 27 22 23 1108 30 29 261
internal_value=0 0.00524773 0.00263222 0.0043719 0.00310513 0.00347585 0.00470877 0.00409778 0.00499653 0.000888101 0.000170617 0.00544359 0.0032395 0.00292253 0.00334339 0.00540556 0.00405545 0.00622485 0.00261582 0.00556176 0.00534633 0.00321119 0.00602392 0.00823866 0.00546748 0.00339538 0.00556751 0.00877742 0.00583099 0.00568506
internal_weight=0 2610 511 477 402 348 143 434 212 109 88 2133 222 201 179 188 71 117 205 1884 1285 69 599 48 1216 56 1160 52 551 522
internal_count=3121 2610 511 477 402 348 143 434 212 109 88 2133 222 201 179 188 71 117 205 1884 1285 69 599 48 1216 56 1160 52 551 522
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=31
num_cat=0
split_feature=1 3 2 0 2 16 52 124 150 97 2 4 15 10 12 13 14 1446 3 151 4 0 16 0 133 43 0 52 15 15
split_gain=0.236791 0.0393719 0.0375192 0.0283846 0.0283037 0.032495 0.0275249 0.026574 0.0249832 0.0240907 0.0451552 0.0269043 0.0264969 0.0230898 0.0241625 0.0221819 0.018603 0.0200304 0.0258794 0.0187459 0.0239996 0.0168982 0.0584065 0.0197374 0.0171462 0.028911 0.0257187 0.0324785 0.0174744 0.0165498
threshold=0.11146500000000002 0.31534000000000006 0.10045500000000002 -0.13027499999999997 -0.0091949999999999983 -0.0064149999999999997 1.0000000180025095e-35 0.0049200000000000008 0.085455000000000017 -0.049229999999999996 0.11144000000000001 -0.04890499999999999 -0.040804999999999994 0.069930000000000006 0.092465000000000006 -0.47860499999999995 0.062655000000000016 0.11581000000000001 -0.15327499999999997 0.009020000000000002 -0.0070899999999999991 -0.033209999999999996 0.15273500000000004 0.048635000000000005 0.091935000000000003 -1.0000000180025095e-35 -0.055064999999999996 -0.046924999999999988 -0.040804999999999994 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 6 5 -1 -4 9 21 -2 13 -12 -13 14 -11 -3 17 18 -6 -20 -21 24 -23 -24 25 28 27 -26 -5 -18
right_child=1 15 3 8 16 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 29 -19 19 20 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0014240215145643258 0.00053483231135437062 0.0016695321200781372 0.001941848062222339 0.0054693434039711376 0.0019387978851666738 0.0053676517000673593 0.0060126084031071518 1.7879840015666561e-06 0.0076572220433842059 0.0078430338114100911 0.0052873661974444991 0.0024411269555574297 -0.0007597932287852371 0.0021338884022231376 0.0044458841770348779 -0.0015989259428655107 0.0074470386699041621 0.0078101673081012752 0.0050142438787890388 0.0046955333846724692 0.00077978897606953987 -5.0239008238637133e-05 0.0017075505969114603 0.0052030312891258208 -0.00036172913193392259 0.0038640864105811651 0.0064455857461628817 0.0040471151473254639 0.008281161723237845 0.0043940710611283205
leaf_weight=48 36 56 98 77 29 37 20 32 22 28 27 156 31 29 83 33 56 24 1736 45 24 38 20 84 24 92 24 55 31 26
leaf_count=48 36 56 98 77 29 37 20 32 22 28 27 156 31 29 83 33 56 24 1736 45 24 38 20 84 24 92 24 55 31 26
internal_value=0 0.002369 0.00472295 0.00401755 0.00492674 0.00314066 0.00263181 0.00277211 0.00436769 0.00299941 0.00325005 0.00233655 0.00191049 0.0046464 0.00530282 0.000457632 0.005005 0.00493994 0.00490238 0.00495 0.00333354 0.00420506 0.00330491 0.00453082 0.00462692 0.00516676 0.00357868 0.00270772 0.00627644 0.00647902
internal_weight=0 511 2610 585 2025 85 118 422 467 390 354 214 187 140 111 89 1940 1858 1834 1805 69 445 142 104 303 200 103 79 108 82
internal_count=3121 511 2610 585 2025 85 118 422 467 390 354 214 187 140 111 89 1940 1858 1834 1805 69 445 142 104 303 200 103 79 108 82
is_linear=0
shrinkage=0.1


Tree=8912
num_leaves=31
num_cat=0
split_feature=1 1 123 4 12 2 47 4 2 2 1 14 123 52 457 43 3 1 2 15 4 12 475 0 52 4 0 3 43 2
split_gain=5.4214 0.785779 0.598893 0.390939 0.351902 0.327433 0.238437 0.205561 0.196044 0.146682 0.142788 0.14123 0.126368 0.119131 0.134961 0.151912 0.0897113 0.0854487 0.0858723 0.0741678 0.0704239 0.0652214 0.0597626 0.0557919 0.054042 0.0596688 0.0717764 0.054731 0.0540142 0.140198
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.36766000000000004 0.085055000000000006 0.14122000000000004 0.085505000000000012 0.40124500000000002 0.089885000000000007 0.14960000000000004 0.092845000000000025 0.076975000000000002 0.088205000000000019 -0.56176499999999996 0.069910000000000014 -0.016814999999999997 0.149315 0.091450000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.04735000000000001 0.093965000000000007 -0.08230999999999998 -0.010949999999999998 0.40674500000000008 -0.50690499999999983 -0.070154999999999981 0.086245000000000016 -0.080954999999999985 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 28 8 9 21 11 19 -4 17 16 -10 20 -16 -8 24 -19 -3 22 -6 -15 -7 25 -1 27 -27 -2 -30
right_child=1 6 10 -5 7 23 12 -9 13 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00057731185128344581 0.00018868588780986955 0.00014427913754178184 0.0004021946989196275 0.00026898007271791073 0.00052327371865900512 0.00035034263320441117 0.00036487315215316473 0.00024583541572174568 0.00052450227320657318 5.6267527022209451e-05 0.000253011083423353 0.00056663432886095485 0.00012484396330448758 0.00050414602424389402 0.00042627255877503839 0.00021288701113176875 0.0002072320584896936 0.00031587507973347061 0.00044478344441970988 0.00025996786342416837 0.00040315857431571985 0.00040366649133227712 0.00043899844265055246 0.00020563788967681868 0.00039187386875448664 0.00047908838589079129 0.00038268484956158015 0.00038236858190624049 0.00039085518566235405 0.00023730513399224066
leaf_weight=22 41 118 37 45 24 21 35 29 53 71 74 57 21 60 29 23 23 22 205 26 202 65 554 20 30 1022 32 23 29 108
leaf_count=22 41 118 37 45 24 21 35 29 53 71 74 57 21 60 29 23 23 22 205 26 202 65 554 20 30 1022 32 23 29 108
internal_value=0 0.000234854 0.000443572 0.000450032 0.000306169 0.000453462 0.000163053 0.000389204 0.000456514 0.000129205 0.000302739 0.000471022 0.000255172 0.000434255 0.000428745 0.00033189 0.00030236 0.000467003 0.00043229 0.000165167 0.000434917 0.00043592 0.000445365 0.000279755 0.000473982 0.000476223 0.000474159 0.00047696 0.000251123 0.000269808
internal_weight=0 590 2531 2420 296 2375 294 118 2334 215 111 1413 79 921 868 52 58 1356 227 144 816 89 614 41 1129 1099 1077 1045 178 137
internal_count=3121 590 2531 2420 296 2375 294 118 2334 215 111 1413 79 921 868 52 58 1356 227 144 816 89 614 41 1129 1099 1077 1045 178 137
is_linear=0
shrinkage=0.00196078


Tree=8913
num_leaves=31
num_cat=0
split_feature=1 2 12 150 9 44 14 0 4 1 12 132 123 4 3 15 0 150 151 49 2 151 150 9 43 43 160 2 43 12
split_gain=0.222541 0.0635837 0.0321223 0.032184 0.0302657 0.0283585 0.0259789 0.0296409 0.0369563 0.0399145 0.0248162 0.0244359 0.0249221 0.0233708 0.0225542 0.0226449 0.0248051 0.0224109 0.0247716 0.0223512 0.026554 0.0374416 0.0219996 0.0214938 0.0212484 0.0208402 0.029556 0.0192858 0.0189408 0.0188518
threshold=0.12000500000000001 0.10045500000000002 0.087505000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.054835000000000009 -0.11013499999999998 -0.018869999999999994 0.083135000000000014 0.095565000000000011 0.084605000000000014 0.086120000000000016 0.40124500000000002 -0.13309499999999996 -0.56020999999999987 0.010870000000000003 0.086135000000000017 -0.083274999999999988 -0.15498999999999999 -0.090999999999999984 -0.029339999999999995 0.080470000000000014 -0.073554999999999995 -0.0077799999999999996 -1.0000000180025095e-35 0.085130000000000011 0.14285500000000004 0.0061450000000000003 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 22 6 7 8 -6 24 -4 12 -3 27 -15 -16 23 -5 -19 -9 21 -21 -1 -17 -10 -11 -27 -2 -25 -22
right_child=13 2 10 17 5 -7 -8 19 9 25 -12 -13 -14 14 15 16 -18 18 -20 20 29 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00021447579679079355 0.0034206624305252696 0.0044909967405194614 0.0055015172910324378 -0.0016119533195160332 -0.00067976646241731944 0.0085609368528821502 0.0064777581426612822 0.0081348441657610234 0.0041773683936168838 0.0049874215497679661 0.0037412513906595205 0.00025943823507986965 0.0015312312907605832 0.0040696094577599854 0.0037341784528689458 0.0032381540338974448 -0.0030320446450440661 0.0048908531777155789 0.00096094817623829933 -2.4492945522069933e-05 0.005759675903594462 0.0054660656125001287 0.0046641594225366135 0.000750900034901163 0.0082322712522000085 -0.0013633968771382175 0.0036531183441790441 0.00098342869339134299 -0.0026570442409831144 0.0047206775083043322
leaf_weight=25 105 152 113 20 20 20 86 20 28 21 275 20 35 21 20 26 21 23 53 27 197 23 20 73 24 23 24 47 21 1538
leaf_count=25 105 152 113 20 20 20 86 20 28 21 275 20 35 21 20 26 21 23 53 27 197 23 20 73 24 23 24 47 21 1538
internal_value=0 0.00448327 0.00365139 0.00287985 0.00475752 0.00481381 0.00477691 0.0047017 0.00329999 0.00396328 0.00425391 0.00358171 0.00393703 0.00175172 0.000987265 0.00058522 0.000138559 0.00136647 0.00215026 0.00481042 0.00477317 0.00250116 0.00219211 0.000693415 0.00604886 0.00236842 0.00119823 0.00266704 -1.04492e-05 0.00483865
internal_weight=0 2787 691 303 2096 2051 2031 1945 140 120 388 207 187 334 182 161 141 96 76 1805 1785 50 45 120 52 68 47 152 94 1735
internal_count=3121 2787 691 303 2096 2051 2031 1945 140 120 388 207 187 334 182 161 141 96 76 1805 1785 50 45 120 52 68 47 152 94 1735
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=31
num_cat=0
split_feature=1 1 4 155 2 12 47 1 123 123 43 1 4 4 51 49 147 10 4 159 48 160 160 3 49 0 4 0 4 12
split_gain=0.18052 0.0305023 0.0293607 0.0243181 0.0236475 0.0221428 0.0315156 0.0264071 0.022606 0.0212213 0.0203148 0.0193613 0.0190128 0.0261495 0.0238713 0.0174439 0.0173775 0.0167386 0.0157266 0.0275734 0.0273487 0.0374488 0.0321847 0.024848 0.0317161 0.0221933 0.0323115 0.0277533 0.0217207 0.0245178
threshold=0.11146500000000002 0.14860500000000001 0.27834500000000006 0.084785000000000013 0.14122000000000004 -0.010834999999999999 0.078345000000000012 0.10171500000000001 0.084410000000000013 0.12067000000000001 0.084740000000000024 0.13146500000000003 -0.008819999999999998 0.056795000000000005 -0.43017499999999992 -0.063424999999999981 0.093875000000000014 -0.062879999999999978 -0.082769999999999982 -0.085489999999999997 0.092475000000000016 -0.088854999999999976 -0.019279999999999995 0.092670000000000016 -0.069799999999999987 -0.14832499999999996 0.022185000000000003 -0.14001499999999997 0.022185000000000003 0.11418000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 6 7 -1 -9 10 12 -12 15 -14 -15 -2 -4 -3 19 -7 21 -21 -23 25 -25 26 -20 -27 -29 -30
right_child=1 17 16 -5 -6 18 -8 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 23 20 -22 22 -24 24 -26 27 -28 28 29 -31
leaf_value=0.0035381529772278383 0.0018447993915866722 -0.0023495147773064675 0.0012948108269228485 0.0051047676774517948 0.0018687849525700917 0.0077321762319429435 0.0066361225048161068 -0.0012661856010359211 0.0029038536586225606 -0.001021486925892532 0.0064421299400485368 0.0021971041624922129 -0.00074411502451096709 0.0053867275547236212 0.0017789861490361066 0.0049874938344337833 0.0047208017253433359 0.0010938085325809274 0.0040543640014948324 0.0074850505502480598 0.0013371544908732176 0.0015037992818500191 0.0046850335210919872 0.0051828561082947998 0.00016425650426433148 0.00042332259938120841 0.0083556350868856238 0.0043324250178890912 0.0036313773027864069 0.00025664081719393533
leaf_weight=114 33 20 57 30 44 29 23 26 26 20 22 21 38 20 221 38 20 48 40 45 25 34 492 20 34 20 31 1297 209 24
leaf_count=114 33 20 57 30 44 29 23 26 26 20 22 21 38 20 221 38 20 48 40 45 25 34 492 20 34 20 31 1297 209 24
internal_value=0 0.00205305 0.00410837 0.00235575 0.00416685 0.00420747 0.00316698 0.00268632 0.000818834 0.00215606 0.00231777 0.00436898 0.00206576 0.00169396 0.00207838 0.0035268 0.00218468 8.10664e-05 0.00429297 0.00472105 0.00457453 0.00471627 0.0044794 0.00413324 0.002023 0.00420354 0.00593238 0.00412435 0.00417273 0.00328376
internal_weight=0 511 2610 443 2533 2489 189 166 52 413 393 43 350 279 241 71 77 68 2300 625 596 571 526 1675 54 1621 71 1550 1530 233
internal_count=3121 511 2610 443 2533 2489 189 166 52 413 393 43 350 279 241 71 77 68 2300 625 596 571 526 1675 54 1621 71 1550 1530 233
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=31
num_cat=0
split_feature=1 2 48 12 13 42 13 151 457 11 124 48 11 4 16 403 12 16 16 4 3 376 15 51 50 4 4 0 2 13
split_gain=0.148647 0.0406257 0.0246366 0.0223213 0.026106 0.0274871 0.0243841 0.022074 0.0277615 0.0216322 0.0239726 0.0235127 0.0280958 0.019538 0.0254805 0.0238695 0.018899 0.0186396 0.0458899 0.0508717 0.020189 0.0183513 0.018432 0.019021 0.0181864 0.0169519 0.0256129 0.0164859 0.0191304 0.0188905
threshold=0.12000500000000001 0.10045500000000002 0.13438000000000003 -0.083994999999999986 -0.0072999999999999992 0.09112000000000002 -0.23438999999999996 -0.098364999999999994 0.080930000000000016 0.079915000000000014 -0.083859999999999976 0.081805000000000017 0.085155000000000022 0.057560000000000007 -0.080509999999999984 -0.054954999999999997 0.11734000000000001 -0.39185999999999993 -0.15012499999999998 0.51303500000000013 0.149315 0.084815000000000015 -0.070929999999999979 -0.064959999999999976 -0.099524999999999988 -0.0073899999999999999 -0.036839999999999991 -0.036484999999999997 0.11928500000000002 -0.072819999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -3 -5 -8 13 10 -1 12 -11 14 -9 -16 24 -2 -19 20 21 22 -20 -24 -17 26 -26 28 29 -15
right_child=17 2 -4 6 -6 -7 7 8 -10 11 -12 -13 -14 27 15 16 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002035745044510501 0.00052173000781164899 0.0048293411346345119 -0.00040408288173022729 0.0010827161423588659 -0.0015036269991902547 0.00063854536000529632 0.0064457228407263758 0.0066311789563659462 0.00077804462426007753 0.0066120872339005092 0.0038577387566158406 0.0082608083442954183 0.0020910191645035175 6.0148683301771855e-05 0.0010762965967578272 0.0066242572249999897 0.0016983491252176464 0.0064501248347196023 0.0051320654939627274 -0.002879338656835582 0.00021413376566786801 0.00053418656081283603 0.0041925604070496307 7.9664056697352367e-05 0.003828290544061674 0.0017927564509833854 0.0071941387863329589 2.847300021953526e-05 0.004781603944341674 0.0031743489840209806
leaf_weight=75 140 29 21 46 21 34 24 33 39 28 1944 22 27 28 31 30 31 21 40 23 39 26 23 22 139 30 27 21 43 64
leaf_count=75 140 29 21 46 21 34 24 33 39 28 1944 22 27 28 31 30 31 21 40 23 39 26 23 22 139 30 27 21 43 64
internal_value=0 0.00363358 0.00296863 0.00307434 0.00154982 0.00256764 0.00329287 0.00348114 0.00334326 0.0038528 0.00379006 0.00549784 0.00439265 0.00355299 0.00399915 0.00369756 0.00401375 0.00140112 0.00203573 0.00149988 0.00217136 0.00285904 0.00357017 0.00218181 0.00433135 0.00398039 0.00437575 0.00263493 0.00304038 0.00222655
internal_weight=0 2787 691 670 84 63 586 540 516 2096 2019 77 55 477 321 288 257 334 194 173 150 111 85 45 226 196 166 156 135 92
internal_count=3121 2787 691 670 84 63 586 540 516 2096 2019 77 55 477 321 288 257 334 194 173 150 111 85 45 226 196 166 156 135 92
is_linear=0
shrinkage=0.1


Tree=8916
num_leaves=31
num_cat=0
split_feature=1 2 4 132 13 43 1 16 14 16 4 4 52 0 1429 50 51 1 1 2 3 1 483 42 156 148 13 156 157 11
split_gain=0.120404 0.033214 0.024292 0.0329145 0.0320675 0.0339862 0.0246768 0.0241237 0.0223661 0.0203103 0.0222574 0.0221504 0.0219933 0.0200949 0.0219096 0.0218167 0.0365741 0.0290088 0.113362 0.0199284 0.018653 0.018467 0.0182042 0.0179727 0.0213333 0.0173409 0.0261416 0.0172274 0.0170189 0.0195089
threshold=0.12000500000000001 0.095545000000000005 -0.013514999999999998 0.08518000000000002 0.095120000000000024 -0.12152999999999999 0.098220000000000016 -0.45661999999999997 0.076975000000000002 -0.080509999999999984 -0.036839999999999991 -0.42529999999999996 0.024145000000000003 -0.076579999999999995 0.087700000000000014 0.089465000000000017 -0.10942499999999998 0.077845000000000011 0.092390000000000014 0.10699500000000002 -0.078084999999999988 0.16773500000000005 0.098395000000000024 0.085465000000000013 0.078780000000000003 -0.043434999999999994 -0.08971999999999998 0.10339000000000002 -0.051074999999999988 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 9 6 -6 7 -4 13 -3 11 12 28 14 -1 16 -15 -18 -19 -8 -17 22 27 24 -10 -21 -27 -2 -11 -30
right_child=21 2 4 -5 5 -7 19 -9 23 10 -12 -13 -14 15 -16 20 17 18 -20 25 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0036523814784579127 0.0010165855881385858 0.0061522490228526298 0.0051934663031715901 0.00063548946887749492 0.0028139869030565025 -0.0027166195022873584 -0.000460121010271703 0.0027086065060436901 0.0022203574612460757 0.0052917891855551197 0.0056004593114754777 0.0022932611987498421 0.0071388609590940181 0.0049386913383690023 0.0012202987959761616 0.0053056134699055787 0.0030750002735823565 -0.0061849651439115404 0.0020762901109413422 -0.00022019803710281849 0.0024904694169933022 -0.0014732609142336752 0.0043815724569139999 0.0074559530718640125 0.0063648238292206899 0.00088166307756788829 0.0039116271911188959 0.003668583184372875 0.0039500573507393706 0.0004314416973591926
leaf_weight=1467 264 30 48 40 20 25 36 210 27 35 41 151 20 42 38 52 88 20 98 25 43 23 20 24 23 48 70 27 40 26
leaf_count=1467 264 30 48 40 20 25 36 210 27 35 41 151 20 42 38 52 88 20 98 25 43 23 20 24 23 48 70 27 40 26
internal_value=0 0.00327022 0.00275563 0.00335013 0.00228324 -0.000258572 0.00254498 0.00317091 0.00350181 0.0036667 0.00342847 0.00310107 0.00410917 0.00343355 0.00359097 0.00274281 0.0022492 0.00170086 0.000676077 0.00164282 0.00403139 0.00126101 0.00146322 0.00520653 0.00412681 0.00217223 0.0026791 0.00126265 0.00350923 0.00256394
internal_weight=0 2787 865 383 482 45 437 258 1922 343 313 272 121 1848 1505 343 248 206 118 179 95 334 311 74 50 143 118 291 101 66
internal_count=3121 2787 865 383 482 45 437 258 1922 343 313 272 121 1848 1505 343 248 206 118 179 95 334 311 74 50 143 118 291 101 66
is_linear=0
shrinkage=0.1


Tree=8917
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 34 3 4 47 0 4 2 156 41 3 2 131 15 3 41 13 31 42 16 0
split_gain=4.64281 0.571858 0.535475 0.318677 0.310171 0.209933 0.182474 0.164029 0.162567 0.128061 0.168772 0.12797 0.112776 0.101091 0.0948267 0.0925891 0.0842626 0.0817698 0.0703381 0.0654312 0.0625624 0.0605978 0.0705903 0.0754576 0.0581786 0.0567887 0.0555836 0.052401 0.0518078 0.0515768
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.091545000000000015 0.40124500000000002 -0.16363499999999997 0.14285500000000004 -1.0000000180025095e-35 -0.11171999999999999 -0.0086549999999999978 0.077555000000000013 -0.067094999999999988 0.27834500000000006 0.12358500000000001 0.092385000000000009 0.075585000000000013 0.092670000000000016 0.09358000000000001 0.082750000000000004 -0.41396999999999995 0.12178000000000001 0.079300000000000009 -1.0000000180025095e-35 -0.077289999999999984 -0.14148999999999998 -0.037154999999999994 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 9 18 -5 -6 10 26 -1 16 17 20 -12 27 19 29 -13 -10 22 -11 -24 -20 -17 -3 -8 -7 -4
right_child=1 5 6 7 8 28 12 -9 14 21 15 13 -14 -15 -16 25 -18 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026805199890609602 0.00022857308513913935 0.00014274872224379512 0.00038100232756595886 0.00039980130202296065 0.00042055011641500421 0.00021459484135038129 0.00050998630499408254 0.00023046083675295697 0.0003544433578710438 0.00012354528142274337 0.00029643577534181913 0.00040199054186863982 0.00036930781281827127 0.00051533415840536944 0.00016173704120353992 0.00013131903553686481 0.00030984493944552331 0.0005135627952860851 0.00058900913159275138 0.00030572791748187123 0.00025971741738392649 0.00017613122604933439 8.8556114793776844e-05 -7.4011569553692424e-05 0.00046402135786797224 0.00025571513830585863 4.8900768637199844e-06 0.0004198618476732087 0.00034482361437579759 0.00044093757612024241
leaf_weight=26 181 22 58 91 31 24 26 29 38 33 36 121 250 32 28 43 26 20 21 35 91 20 21 23 45 21 23 539 23 1144
leaf_count=26 181 22 58 91 31 24 26 29 38 33 36 121 250 32 28 43 26 20 21 35 91 20 21 23 45 21 23 539 23 1144
internal_value=0 0.000220706 0.000413856 0.000280522 0.000350098 0.000158407 0.000426614 0.000358877 0.000290792 0.000135117 0.000172009 0.000397746 0.000404219 0.000413958 0.000265171 0.000216884 0.000418987 0.000395526 0.000441468 0.000380393 0.000287621 7.99694e-05 5.49923e-05 3.57755e-06 0.00050379 0.000172137 7.22876e-05 0.000424009 0.000278324 0.000438046
internal_weight=0 590 2531 301 422 289 2109 120 188 242 145 234 841 208 157 100 591 176 1268 156 129 97 77 44 66 64 45 565 47 1202
internal_count=3121 590 2531 301 422 289 2109 120 188 242 145 234 841 208 157 100 591 176 1268 156 129 97 77 44 66 64 45 565 47 1202
is_linear=0
shrinkage=0.00196078


Tree=8918
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 1 52 52 1204 16 1427 16 52 16 133 1 124 51 48 12 4 0 159 0 2 3 447 48 481 391
split_gain=0.117034 0.0315444 0.0332379 0.0290726 0.0305448 0.0293564 0.0256884 0.0319432 0.0248457 0.0228869 0.0215429 0.0211946 0.0795381 0.0228874 0.0206063 0.0302132 0.020431 0.0167541 0.0315164 0.0283478 0.0228176 0.0247618 0.0194053 0.0186278 0.0204919 0.0182961 0.0182868 0.0293142 0.0174389 0.0171632
threshold=0.11374000000000002 -1.0000000180025095e-35 0.081805000000000017 0.092120000000000021 -0.14454499999999995 0.093100000000000002 -0.23375999999999997 -0.16675999999999999 -0.074224999999999985 0.058835000000000005 0.082260000000000014 -0.36241499999999999 -0.063789999999999986 -0.0092699999999999987 -0.24098999999999995 0.15799000000000005 -0.085959999999999995 0.081440000000000026 0.083985000000000018 0.083310000000000009 -0.46376499999999993 -0.060129999999999996 0.11389500000000001 -0.14920999999999998 0.08542000000000001 0.084940000000000015 0.084065000000000015 -0.047864999999999991 -0.11184999999999999 -0.077824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 17 5 -5 -2 -8 -6 14 -10 -7 13 -13 -9 -16 -1 20 19 -19 -3 22 23 24 -22 -20 27 -25 -29 -30
right_child=6 2 -4 4 8 11 7 9 10 -11 -12 12 -14 -15 15 -17 -18 18 25 -21 21 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=0.0028230960635119116 0.0034974899788197699 0.0062664276045380218 0.0066404908443413058 0.0042972853253295104 -0.00038067992310971023 0.0023395468970707988 -0.0026334987589507366 0.0036178299030589483 0.0031048723391440191 0.003483200561711375 0.0064284054841846228 0.004366295230353162 -0.0056185362255200752 -7.2349405560929046e-05 0.0011804524271071635 -0.0028451218688860538 -0.0016428389453462195 3.0974471675498151e-05 -0.001789446607498186 0.0040238116480458266 0.0075770643468086544 0.0010173700269660913 0.0013833416709935088 0.0074203474846269409 0.0036437347626175594 0.0022144151935353878 0.001085234987894418 0.0065094491067741594 0.0059648744432100409 0.0035427867912221703
leaf_weight=20 59 33 30 31 20 53 20 31 785 49 20 21 20 26 275 20 21 21 21 116 26 36 36 21 27 25 27 21 30 1180
leaf_count=20 59 33 30 31 20 53 20 31 785 49 20 21 20 26 275 20 21 21 21 116 26 36 36 21 27 25 27 21 30 1180
internal_value=0 0.00328803 0.003331 0.00329275 0.00286161 0.00155399 0.00155118 0.00126046 0.00310094 0.00146814 0.00318744 0.000845303 -0.000336711 0.00191087 0.00116526 0.000907532 0.000535666 0.00355251 0.00265134 0.00341177 0.00366727 0.00360618 0.0036743 0.00373622 0.00557329 0.000386565 0.0036601 0.00371562 0.00365242 0.00360284
internal_weight=0 2667 2626 2596 976 151 454 395 825 375 805 120 67 47 326 295 41 1620 183 137 1437 1404 1368 1332 53 46 1279 1252 1231 1210
internal_count=3121 2667 2626 2596 976 151 454 395 825 375 805 120 67 47 326 295 41 1620 183 137 1437 1404 1368 1332 53 46 1279 1252 1231 1210
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 15 47 0 4 14 49 0 12 0 16 1 4 2 2 15 4 2 16 1 3 0 147
split_gain=6.7079 0.789422 0.736867 0.571451 0.418194 0.291249 0.27529 0.204583 0.165149 0.143025 0.141752 0.131898 0.110489 0.0930966 0.0920471 0.137909 0.0919336 0.116309 0.0888853 0.079346 0.0755859 0.0754124 0.0693372 0.072229 0.0682855 0.0696677 0.0675179 0.0623036 0.0764572 0.05917
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.091545000000000015 0.082585000000000006 0.024640000000000006 0.081320000000000017 -0.23194499999999998 0.053180000000000012 0.076175000000000007 -0.017229999999999999 -0.10011499999999998 0.13597000000000004 -0.11173999999999999 -0.43320999999999993 0.16540500000000002 -0.46376499999999993 0.14285500000000004 -1.0000000180025095e-35 -0.03241999999999999 -0.059649999999999988 0.10882500000000002 -0.013324999999999998 0.10089500000000001 -0.012939999999999998 -0.099059999999999995 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 29 12 20 9 26 -1 14 16 -2 -8 -16 17 -4 -7 -12 21 -5 -21 -24 -23 -26 27 -6 -29 -3
right_child=1 5 6 7 8 18 11 -9 -10 -11 19 -13 -14 -15 15 -17 -18 -19 -20 22 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00067527377297321527 0.00036298609108261474 0.00031395664563172967 0.00055702918383921556 0.00027141512806825587 0.00030076383412176488 0.00018933208942548797 0.00064221656376885108 0.00020819751877051922 0.0005687773443348045 0.00048968295332014078 0.00058257891879139609 0.00046755107045301606 0.00066330500823609973 0.00050724886057915705 0.0005348971617460071 0.00038649131503759647 0.00056914298359259064 0.00037244840174649056 5.1848136017274676e-05 0.00052183336786579986 0.00024065089905086684 0.00046424784932839829 0.00049977122599921639 0.0003562497494806891 0.00041506530266571671 0.00027333063307808704 0.00031689752764951166 0.0003828202864669531 0.00052711750070253999 0.00020053715335968691
leaf_weight=22 21 112 35 24 20 130 29 57 21 41 42 137 46 95 650 25 1166 21 21 79 21 34 28 26 30 24 75 48 20 21
leaf_count=22 21 112 35 24 20 130 29 57 21 41 42 137 46 95 650 25 1166 21 21 79 21 34 28 26 30 24 75 48 20 21
internal_value=0 0.000303591 0.000535757 0.000372688 0.000460964 0.000229142 0.000550723 0.00030648 0.000403207 0.000386163 0.00052693 0.000523215 0.000568967 0.000481132 0.000534048 0.000529401 0.000565416 0.000487811 0.000170212 0.000508281 0.000348601 0.000368842 0.000484819 0.000430668 0.000395413 0.000352072 0.000360125 0.000396966 0.000425261 0.000296048
internal_weight=0 590 2531 306 422 284 2109 190 225 204 197 841 1268 116 704 675 1222 56 151 175 133 112 133 54 88 54 163 88 68 133
internal_count=3121 590 2531 306 422 284 2109 190 225 204 197 841 1268 116 704 675 1222 56 151 175 133 112 133 54 88 54 163 88 68 133
is_linear=0
shrinkage=0.00196078


Tree=8920
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 2 1 14 1 13 0 47 4 0 39 11 3 43 1 10 49 159 16 4 4 12
split_gain=10.1996 1.58312 1.00373 0.805965 0.691103 0.459673 0.403807 0.293755 0.26945 0.239319 0.232078 0.191501 0.141203 0.125438 0.115627 0.108326 0.108595 0.105213 0.0898961 0.0812447 0.116094 0.0797011 0.0753953 0.0717944 0.070992 0.0721633 0.067638 0.0667948 0.0645118 0.0585425
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.17025000000000004 0.09253500000000002 0.062655000000000016 0.087135000000000004 -0.004174999999999999 -0.22491999999999998 1.0000000180025095e-35 0.41555500000000006 -0.062294999999999996 0.087735000000000021 1.0000000180025095e-35 -0.116045 -0.14792499999999997 0.11588000000000001 -0.38124499999999995 0.10084500000000002 0.0089800000000000019 0.11346000000000002 -0.036839999999999991 0.0067750000000000006 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 15 6 8 22 11 13 -5 12 -1 -4 -10 18 17 -17 -3 20 -16 -21 -6 -11 25 -22 -7 -2 29 -14
right_child=1 2 9 10 7 26 -8 -9 14 23 -12 -13 28 -15 19 16 -18 -19 -20 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005730714077040041 0.00057268045725775694 0.00023500197674054151 0.00010570275145846032 0.00048925292548200388 0.00053122182732074329 0.00028346119586204147 0.00029202944057342276 0.00026219883216257236 0.00040125054258585366 4.7855779639680752e-05 0.00028824068254008868 0.00067398260366425395 0.00046482209766896823 0.00024122049096372014 0.00042102204008217164 0.00042192617197035537 0.0001773628638839883 0.00023968756678457659 0.00015284933420849658 0.00047898644426651473 0.00052488343572254363 0.00061875052071499873 0.0004134333021695318 -0.00010485125961256963 0.00048542632673782431 0.00058471330148560921 0.00043118412256964653 0.0004468382147499938 0.00045642648179198848 0.00054618493667798335
leaf_weight=934 50 157 85 34 39 26 24 39 30 29 63 59 38 38 44 29 21 21 76 21 492 62 45 20 142 92 22 24 42 323
leaf_count=934 50 157 85 34 39 26 24 39 30 29 63 59 38 38 44 29 21 21 76 21 492 62 45 20 142 92 22 24 42 323
internal_value=0 0.000261298 0.000227872 0.000533854 0.000278814 0.00054108 0.000545039 0.000402828 0.000547703 0.000101406 0.000358699 0.000564659 0.000559835 0.00014757 0.000520895 0.000228637 0.000295689 0.000345386 0.000208205 0.000525103 0.00051882 0.000583389 0.000468121 -1.44736e-05 0.000524748 0.000534309 0.000351168 0.000531867 0.000529159 0.00053762
internal_weight=0 673 599 2448 427 2351 2303 123 2279 172 97 1396 1337 123 883 304 71 50 233 853 770 83 84 49 726 584 48 74 403 361
internal_count=3121 673 599 2448 427 2351 2303 123 2279 172 97 1396 1337 123 883 304 71 50 233 853 770 83 84 49 726 584 48 74 403 361
is_linear=0
shrinkage=0.00196078


Tree=8921
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 2 14 2 2 1 49 4 40 50 1 52 1 1 2 1 0 1 2 16 49 47 15 0
split_gain=11.1529 1.79222 0.875095 0.872882 0.703435 0.642614 0.488795 0.464368 0.424741 0.399955 0.247288 0.222005 0.180469 0.179254 0.146982 0.144852 0.129479 0.117581 0.108006 0.104452 0.203138 0.10499 0.115341 0.0983658 0.0870583 0.087734 0.0823594 0.0798714 0.0765805 0.210058
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.090050000000000005 0.092845000000000025 -0.054984999999999992 -0.062539999999999984 -0.077714999999999992 0.086295000000000011 0.091450000000000017 -0.56176499999999996 0.13075500000000004 0.089770000000000016 0.097845000000000015 0.082005000000000008 -0.038659999999999993 0.12811000000000003 0.31765000000000004 -0.074319999999999983 -0.078034999999999979 0.094460000000000002 -0.15914499999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 7 6 8 14 10 -9 16 -5 -2 -11 -3 24 28 -12 -4 21 -21 22 -19 -15 25 -6 -13 -14 -1 -30
right_child=1 4 18 11 15 -7 -8 9 -10 13 17 26 27 23 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00079782486594969935 0.00046416135966930241 0.00032662067033907436 0.00041601422817288025 0.00061141528864354128 0.00023251398414716537 0.00045721789930788863 0.00040808000169645727 0.00055655685017398063 0.00082537203672693258 0.00053071179385703719 0.00075532788479769678 0.00049596015750026168 0.0007011805966898215 0.00036652203944293285 0.0001730409728582291 0.00032012692755064388 0.00065584393696429904 0.00066270883645629965 0.00026037781556392564 0.00041836244310665421 0.00065191306043943802 0.00079568089251202143 0.00057420115970937538 0.00024655619376093871 3.1645619036520231e-05 8.6442995816469198e-05 0.00035034447415348361 0.00060025744926982792 0.0005790679160128134 0.00071169738419511123
leaf_weight=36 23 46 60 37 43 48 24 54 85 22 45 28 64 129 50 23 210 651 24 21 45 21 62 33 20 25 32 57 48 1055
leaf_count=36 23 46 60 37 43 48 24 54 85 22 45 28 64 129 50 23 210 651 24 21 45 21 62 33 20 25 32 57 48 1055
internal_value=0 0.000389235 0.000530596 0.000674243 0.000316807 0.000681764 0.000686444 0.000361749 0.000689375 0.000408182 0.000684106 0.000491962 0.000623375 0.000364638 0.000246631 0.000181577 0.000700582 0.000657804 0.000371547 0.000652319 0.000577602 0.000659037 0.000655013 0.000342085 0.000145365 0.000178811 0.000418298 0.000653638 0.00070883 0.000705926
internal_weight=0 673 228 2448 445 2351 2303 334 2279 238 2194 97 144 184 96 111 1349 845 84 800 66 734 713 162 88 68 60 121 1139 1103
internal_count=3121 673 228 2448 445 2351 2303 334 2279 238 2194 97 144 184 96 111 1349 845 84 800 66 734 713 162 88 68 60 121 1139 1103
is_linear=0
shrinkage=0.00196078


Tree=8922
num_leaves=31
num_cat=0
split_feature=1 4 49 3 159 0 15 9 51 1451 12 39 133 2 3 43 49 49 0 15 402 3 49 51 157 13 15 157 43 2
split_gain=0.196177 0.0355649 0.0273195 0.0301596 0.026399 0.0262966 0.0447378 0.0261161 0.0260814 0.031715 0.0299699 0.0252025 0.0267941 0.0236974 0.02248 0.0276154 0.0222593 0.0214671 0.0195359 0.0192195 0.0359211 0.0256728 0.0187987 0.018328 0.018082 0.0383949 0.040653 0.0340691 0.0327605 0.0240396
threshold=0.10920500000000001 0.27044500000000005 0.11560500000000001 0.10893000000000001 0.082585000000000006 -0.019414999999999998 -0.0058549999999999991 -1.0000000180025095e-35 -0.22411499999999998 0.089825000000000002 0.13597000000000004 0.08568000000000002 -0.0097699999999999992 0.25063000000000007 -0.076969999999999997 -0.029804999999999995 0.14321000000000003 -0.067649999999999988 -0.080499999999999988 -0.56368999999999991 0.089785000000000018 -0.13309499999999996 -1.0000000180025095e-35 -0.085734999999999992 -0.082509999999999986 -0.085964999999999986 -0.011859999999999997 -0.082009999999999986 -0.0019149999999999998 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 16 6 -5 -1 -9 10 11 24 -13 19 23 18 17 -2 -16 -3 21 -21 -19 -4 25 26 -10 -26 -27 -29
right_child=1 13 14 5 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 22 -20 20 -22 -23 -24 -25 27 28 -28 29 -30 -31
leaf_value=0.0014392684504855426 0.0022625290011466649 0.004377238092944026 0.0062553455442960933 0.0040834024725925362 0.0014291794776871852 0.0052252906234934934 -0.002444035272734861 0.0063589433678488787 0.0099694734475633609 0.008066922506744352 0.00065230817971972845 0.0052371141538324374 0.0016364370592899862 -0.0015428375675279919 -0.0020426674361806361 0.0041002774984173649 0.000638357293792069 0.0075022513442672793 0.0020808597198790977 0.0041316880448721352 -0.0024840501010268265 0.001309497380958441 0.0041739193584362511 0.0028332673320512511 0.00050662980356719345 0.0036671937854854358 0.004457734996938835 0.0047998071665890651 0.0066960281020818427 0.0040829008211658389
leaf_weight=28 51 25 29 21 73 20 21 74 32 24 21 31 62 24 20 33 22 20 27 40 21 166 112 34 22 114 23 1001 52 878
leaf_count=28 51 25 29 21 73 20 21 74 32 24 21 31 62 24 20 33 22 20 27 40 21 166 112 34 22 114 23 1001 52 878
internal_value=0 0.00226384 0.00433877 0.00441801 0.00306218 0.00224085 0.000819684 0.00447516 0.00451158 0.00445109 0.00441228 0.00444793 0.00283666 0.00145972 0.00299563 0.00188299 0.00364369 0.00400499 0.000326167 0.00174567 0.00145585 0.0018575 0.00467821 0.00440851 0.00451854 0.00537468 0.00766456 0.00441901 0.00461599 0.00446482
internal_weight=0 554 2567 2424 278 62 42 2362 2334 2260 2236 2215 93 276 143 80 205 183 47 252 227 206 132 63 2122 221 55 1901 166 1879
internal_count=3121 554 2567 2424 278 62 42 2362 2334 2260 2236 2215 93 276 143 80 205 183 47 252 227 206 132 63 2122 221 55 1901 166 1879
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=31
num_cat=0
split_feature=1 3 12 1 12 1456 4 376 2 12 4 0 14 13 43 51 4 2 1 0 52 16 4 16 402 43 2 12 12 402
split_gain=0.158904 0.0306838 0.0246529 0.0237739 0.0316219 0.0316795 0.0232031 0.0328841 0.0246536 0.0225351 0.0256182 0.0424905 0.0222307 0.021647 0.0238786 0.0206458 0.0224892 0.022082 0.0525028 0.0235064 0.0200371 0.0284986 0.0189865 0.0498854 0.0182125 0.0173336 0.0170221 0.0168142 0.0248951 0.0167037
threshold=0.10920500000000001 0.31534000000000006 -0.42850999999999995 0.086920000000000011 0.087285000000000015 -1.0000000180025095e-35 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.090545000000000014 -0.15464999999999998 0.15398500000000004 -0.47071999999999997 0.061215000000000012 -0.14386499999999997 0.092545000000000016 -0.15464999999999998 0.090425000000000019 0.094715000000000008 -0.070154999999999981 -1.0000000180025095e-35 -0.08231999999999999 -0.04890499999999999 -0.059624999999999991 0.12933500000000003 0.0061450000000000003 0.15950500000000004 0.088305000000000008 0.088930000000000023 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 9 5 -5 7 8 -2 13 11 -11 -8 14 -1 16 -7 19 -19 -18 -15 -22 -10 -24 29 -14 -4 -6 -29 -16
right_child=1 2 26 4 27 15 12 -9 22 10 -12 -13 25 20 24 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0068679852968489292 0.0043374335356333414 0.0024407388176769019 0.00040802251335532805 0.0065340792885399436 0.006320343747863482 0.0047099668051764042 0.0046628485090332112 -0.00023217693750007915 0.0045255474088965767 -0.0018211788646030156 0.0037952913627827718 0.0043260165844517555 0.001540556271857299 0.0048314113366359386 0.0043882959894495739 -0.00011234038413084787 0.0040687009673207684 -0.0033652939979219813 0.0022990697818184142 0.0007812152696966097 0.0041920917463444526 -0.0007608637589818011 0.0031748784190187094 -0.0018127613330605153 0.0072952021290326411 -0.0014143996254500487 -0.0031932543697101735 0.00089477859264998523 0.0040410040749349714 0.0019543716886707037
leaf_weight=40 122 35 35 20 29 46 20 29 30 22 595 23 145 28 1018 29 87 20 90 29 21 26 65 29 21 23 21 27 367 29
leaf_count=40 122 35 35 20 29 46 20 29 30 22 595 23 145 28 1018 29 87 20 90 29 21 26 65 29 21 23 21 27 367 29
internal_value=0 0.00203746 0.000358773 0.00390489 0.00342852 0.00268014 0.00236739 0.00295272 0.00332817 0.00409931 0.0036213 0.00132072 0.0015112 0.00435791 0.00446921 0.00242406 0.00269449 0.00228426 0.00126919 0.00324683 0.00271375 0.00145216 0.00233519 0.00163614 0.00437936 0.00113601 -0.000942456 0.00399645 0.0038254 0.00432088
internal_weight=0 554 91 2567 744 321 463 275 246 1823 640 45 188 1183 1108 301 272 226 110 116 75 47 124 94 1068 168 56 423 394 1047
internal_count=3121 554 91 2567 744 321 463 275 246 1823 640 45 188 1183 1108 301 272 226 110 116 75 47 124 94 1068 168 56 423 394 1047
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 14 2 4 4 0 124 0 156 14 0 16 48 4 0 457 15 47 160 16 1 52 157
split_gain=6.16778 0.994976 0.631271 0.540447 0.329105 0.270227 0.268012 0.226562 0.198116 0.164003 0.155519 0.152761 0.16775 0.151547 0.103275 0.0950125 0.0908338 0.0856623 0.0847353 0.0840946 0.088069 0.0950805 0.0756459 0.0674191 0.0672086 0.0647407 0.0646325 0.0578422 0.0573975 0.0554099
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12865500000000005 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.42051500000000003 0.0061450000000000003 -0.11173999999999999 -0.080389999999999989 -0.079119999999999982 -0.0071349999999999998 -1.0000000180025095e-35 -0.15599999999999997 -0.040964999999999994 0.093265000000000015 -0.49405499999999997 -0.060129999999999996 0.048635000000000005 -0.41942499999999994 0.10350500000000001 -0.067824999999999983 0.10246000000000001 0.14754500000000001 -0.16675999999999999 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 26 4 6 9 8 24 11 10 -3 12 17 22 29 -16 -13 -1 -7 20 -17 -22 -5 -11 -4 -12 -2 -25 -10 -14
right_child=1 5 7 13 -6 18 -8 -9 28 23 25 16 14 -15 15 19 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00044694569529230818 0.00025844114401453493 0.00028084331369347925 0.00050748227567925304 0.00022913948733694042 0.00032580452765721606 0.00022879903417025857 0.00028372395443547444 0.0002836982009695003 0.00049304222879821764 0.00015798508337435814 0.00023896942519435058 0.00057528026742872853 0.00042044705912178636 0.00045881364129337607 0.00056881496941898612 0.00053400459605618502 0.00044217215750980095 0.00029416419033058525 0.00039036680535493396 0.00038045960922841152 0.00048241208288055321 0.00041476667896069144 0.00035965868226528767 0.00010301647551295135 0.0004144478980301436 0.00011637670317836998 0.00037511801602793676 -2.0471226494741058e-05 0.00061316186609940658 0.00051199729720397046
leaf_weight=43 209 53 72 38 48 24 24 32 20 37 22 21 26 28 42 91 321 21 26 36 356 103 31 35 51 67 20 25 65 1134
leaf_count=43 209 53 72 38 48 24 24 32 20 37 22 21 26 28 42 91 321 21 26 36 356 103 31 35 51 67 20 25 65 1134
internal_value=0 0.000268633 0.000334038 0.00048058 0.000486498 0.000181727 0.000489847 0.00043067 0.000492018 0.000154303 0.000196755 0.000488419 0.00049545 0.00033715 0.000498981 0.000478727 0.000450345 0.000396814 0.000312814 0.000472271 0.00047828 0.000467232 0.000287779 9.21572e-05 0.000468907 0.000146681 0.000268631 5.15633e-05 0.000584898 0.000509945
internal_weight=0 673 384 2448 2351 289 2303 155 2279 239 142 2194 1852 97 1788 628 342 64 50 586 550 459 69 97 123 89 229 60 85 1160
internal_count=3121 673 384 2448 2351 289 2303 155 2279 239 142 2194 1852 97 1788 628 342 64 50 586 550 459 69 97 123 89 229 60 85 1160
is_linear=0
shrinkage=0.00196078


Tree=8925
num_leaves=31
num_cat=0
split_feature=1 155 1 1348 4 12 14 2 16 34 2 52 42 457 16 133 2 151 16 3 4 4 12 16 15 49 13 48 4 43
split_gain=0.156395 0.0425445 0.0290847 0.0279205 0.0279166 0.0238223 0.022801 0.0202115 0.0203306 0.0198451 0.0182428 0.0248999 0.0174651 0.0173613 0.0194542 0.0191804 0.0346345 0.0200371 0.0176215 0.0170139 0.0251622 0.0226774 0.0162268 0.0259897 0.0160705 0.0168688 0.0167861 0.0216802 0.0285122 0.0236441
threshold=0.10293500000000001 0.11245500000000001 0.13075500000000004 0.090600000000000014 0.40124500000000002 0.088105000000000003 -0.46413499999999996 0.13404500000000005 0.13751500000000003 -0.038779999999999995 0.13754500000000003 0.056145000000000007 0.088670000000000013 -0.079829999999999984 -0.0094449999999999968 0.089405000000000012 0.11682500000000001 -0.086439999999999989 0.033715000000000009 0.090900000000000009 -0.059649999999999988 0.0033150000000000007 1.0000000180025095e-35 -0.11676499999999999 -0.15914499999999995 0.089420000000000013 0.030370000000000005 0.093265000000000015 -0.42529999999999996 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 7 6 -2 19 -9 -4 12 22 -11 -8 15 16 17 -15 -16 24 -21 -22 23 -12 25 -1 -26 28 -28 -30
right_child=1 -3 9 -5 -6 -7 13 8 -10 10 11 -13 -14 14 18 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0075318467725689221 0.0051651047122583775 0.0047992249779960482 -0.00112385404327969 -0.0011238657298963516 0.00039189443500204518 0.0037417203839696517 0.0044321149723449103 4.6472694688978107e-05 0.0041769245618276975 0.0036182627882728165 0.0028272276431756649 0.0030036476577686914 0.00057708145634803392 0.0018321239459328353 -0.0015735948193562968 -0.00060993367140846594 0.00065817663947840362 0.0050554192651934169 0.001678980011234267 0.0041391700586466346 -0.0012407680624164641 0.0029861726596330605 -0.0024668682465309524 -0.001276142759844802 0.0041372875179263744 0.0042968951477087109 0.0065250909710624101 0.00036664201230134655 0.0043435714955644515 0.0023005646578570494
leaf_weight=27 23 61 33 20 22 144 24 26 22 58 29 34 28 30 31 21 54 54 36 66 22 30 23 33 1848 40 29 23 101 129
leaf_count=27 23 61 33 20 22 144 24 26 22 58 29 34 28 30 31 21 54 54 36 66 22 30 23 33 1848 40 29 23 101 129
internal_value=0 0.0022701 0.00204155 0.00252597 0.00393764 0.00270102 0.00215209 0.00397065 0.0019396 0.00115207 0.00151844 0.000716495 0.00262811 0.00187489 0.00160332 0.00220559 0.00263404 0.00390424 0.000174057 0.00401276 0.002843 0.00119785 -0.000198366 0.000643176 0.00407559 0.00560053 0.00402763 0.00330899 0.00357027 0.00319771
internal_weight=0 736 675 437 2385 417 273 2363 48 238 205 119 86 250 226 159 138 84 67 2315 118 52 85 62 2197 67 2130 282 259 230
internal_count=3121 736 675 437 2385 417 273 2363 48 238 205 119 86 250 226 159 138 84 67 2315 118 52 85 62 2197 67 2130 282 259 230
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=31
num_cat=0
split_feature=4 2 3 121 12 52 159 0 13 45 457 147 14 13 10 0 1 0 15 43 1 12 14 1 0 4 0 52 160 4
split_gain=0.130956 0.0424526 0.0357524 0.0289376 0.033549 0.0262015 0.0360025 0.0236057 0.0405541 0.023502 0.0227933 0.0216268 0.0266371 0.0187938 0.0609471 0.0258783 0.0204713 0.030831 0.0279708 0.016061 0.0184847 0.0159154 0.0212585 0.0249458 0.0191339 0.03623 0.0563474 0.0360516 0.0276153 0.0470852
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.039215000000000007 0.10620500000000001 -0.019414999999999998 -0.0087749999999999981 0.084355000000000013 0.31508000000000008 0.096620000000000011 -0.47013499999999991 -0.15714499999999998 -1.0000000180025095e-35 -0.12333499999999999 0.11181500000000001 -0.096374999999999975 -0.11345499999999999 -0.25681499999999996 0.10171500000000001 0.11734000000000001 0.019675000000000002 0.082005000000000008 -0.10836499999999999 0.0033150000000000007 -0.15599999999999997 0.26391000000000003 -0.037174999999999993 0.19806500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 11 -7 19 -9 10 21 12 -2 15 -15 -14 18 -18 -16 -5 -21 22 24 -24 25 26 -6 28 -27 -30
right_child=5 -3 -4 4 9 6 -8 8 -10 -11 -12 -13 13 14 16 -17 17 -19 -20 20 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.007318864343687892 0.0033994231435159846 -0.00013500872688988847 0.0011190777140048644 0.00548894020728767 0.0030439964622928531 0.0040101472188699477 -1.2615474770427683e-05 0.0032898641723607272 -0.0029248689556316959 0.0063895443035289646 0.00021135478047654033 0.0034569632725712537 3.1268892193874044e-05 -0.0053422458267526791 -0.0039842011373756193 0.0045777921808794848 0.0041982912850821426 0.00015770199508709915 0.0010636323733943637 0.0034738105594570856 0.0012879118723401301 0.0023264965676873467 0.0038411987713726165 0.0073563945028140695 0.0036706271018764323 0.0018186745152343068 -0.0036223843139374539 3.5670156939886511e-05 0.0094259754349680057 0.0028766767232723182
leaf_weight=20 30 33 63 20 32 73 32 21 21 30 20 30 31 21 21 21 26 69 23 85 71 94 52 33 2044 20 21 20 23 21
leaf_count=20 30 33 63 20 32 73 32 21 21 30 20 30 31 21 21 21 26 69 23 85 71 94 52 33 2044 20 21 20 23 21
internal_value=0 0.00343006 0.00347346 0.00352947 0.00350063 0.00144238 0.00278416 0.00231266 0.000182498 0.00360809 0.00357303 0.000924411 0.000610458 0.000215793 -0.000320968 0.00186736 0.000437643 0.00126355 -0.00134556 0.00282099 0.00247895 0.00360152 0.00365441 0.00520592 0.00359395 0.00244987 0.0004026 0.0037416 0.00489971 0.00630017
internal_weight=0 2744 2711 2648 2628 377 105 218 42 2410 2380 272 242 212 160 52 139 95 44 176 156 2360 2266 85 2181 137 53 84 64 44
internal_count=3121 2744 2711 2648 2628 377 105 218 42 2410 2380 272 242 212 160 52 139 95 44 176 156 2360 2266 85 2181 137 53 84 64 44
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=31
num_cat=0
split_feature=1 402 0 12 15 43 4 15 52 4 52 475 1 51 1447 1447 13 3 15 4 157 3 0 16 479 475 157 156 157 49
split_gain=0.106521 0.0221135 0.0233699 0.0340578 0.0199464 0.029881 0.0345921 0.044235 0.0421367 0.0963596 0.0863209 0.0333772 0.0281486 0.0269144 0.0254255 0.0226412 0.01923 0.0190317 0.019745 0.0185275 0.0208702 0.0178795 0.0210568 0.0179384 0.0176177 0.0227827 0.0302667 0.0505138 0.0344208 0.0333336
threshold=0.11146500000000002 0.099740000000000009 0.10455500000000001 -0.42850999999999995 0.083195000000000005 -0.53814999999999991 -0.49405499999999997 -0.0063699999999999989 0.084735000000000019 -0.085409999999999986 -0.081934999999999994 -0.083589999999999984 0.095950000000000021 0.10532000000000001 -0.086059999999999984 -0.085024999999999989 0.054800000000000008 0.31534000000000006 -0.26481999999999994 -0.010655 -0.0031149999999999993 -0.097604999999999983 -0.15090499999999998 0.0028900000000000006 0.088785000000000017 -0.08230999999999998 -0.087424999999999989 0.087575000000000014 -0.07686999999999998 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 12 10 -10 11 -9 24 -14 -6 -16 21 19 -19 20 -5 22 -17 -23 25 26 -8 28 29 -28
right_child=1 -3 -4 17 14 6 7 8 9 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00084730464898582027 0.00577537599158296 -0.0017088065773714336 -0.0013598626062351592 0.0012403644497195881 0.0059031865197495086 0.0044850238739624062 0.00069904054282233119 -0.0029006408519178101 0.002514183141756803 -0.0064468252426013355 0.0045159250310772645 0.0014274212938011151 0.0016475954486534702 0.0054145019035786394 0.00019026177681305193 0.0033172813687650932 0.0022394083984227492 0.0022862216870998967 -0.0017439003631983315 0.0015549364528851584 0.0046306089332416459 0.0036529410929397226 0.0077442783693020996 0.0021737358038080856 0.00033650227531325074 0.0030993418891749106 0.0059500720244007738 0.002459556830019625 0.0040242344296226897 0.010963304846414499
leaf_weight=21 21 20 24 30 41 134 20 28 30 20 82 49 196 21 22 21 119 20 31 319 46 753 22 92 20 763 36 57 42 21
leaf_count=21 21 20 24 30 41 134 20 28 30 20 82 49 196 21 22 21 119 20 31 319 46 753 22 92 20 763 36 57 42 21
internal_value=0 0.00155064 0.00168341 0.00183981 0.00312946 0.00289903 0.00295082 0.00280239 0.00146182 -0.00107022 0.00225806 -0.000146419 0.00304063 0.00201213 0.00346111 0.00336381 0.00343314 0.0016545 -0.00016346 0.00188922 0.00329235 0.00359311 0.00558226 0.00349189 0.00327336 0.00333591 0.00436151 0.00483106 0.00619646 0.00779705
internal_weight=0 511 491 467 2610 1540 1519 1385 209 50 159 77 1176 217 1070 1029 1007 446 51 395 76 888 43 845 959 939 176 156 99 57
internal_count=3121 511 491 467 2610 1540 1519 1385 209 50 159 77 1176 217 1070 1029 1007 446 51 395 76 888 43 845 959 939 176 156 99 57
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=31
num_cat=0
split_feature=4 2 149 3 14 1 1213 376 150 1456 49 150 43 51 42 13 1213 2 1 48 0 1 43 16 2 50 0 1 1 10
split_gain=0.0909152 0.0397994 0.0316672 0.0247614 0.0231536 0.0192415 0.0364859 0.0248152 0.0212883 0.0197118 0.0190871 0.0175703 0.0182683 0.0244026 0.0174988 0.0169113 0.0199822 0.0261187 0.0179768 0.0162815 0.028281 0.0173659 0.0160449 0.0183308 0.0209349 0.0197132 0.0178855 0.0177461 0.0160326 0.0167093
threshold=0.40124500000000002 0.17025000000000004 0.07770500000000001 0.31299000000000005 -0.24175999999999997 0.089625000000000024 0.0036000000000000003 0.086445000000000008 -0.086544999999999983 -0.083354999999999999 -0.046019999999999998 0.12416000000000001 -0.03898999999999999 -0.21316999999999997 0.11551500000000002 -0.087404999999999997 -0.021674999999999996 0.11144000000000001 0.11282000000000002 0.090720000000000009 -0.057069999999999989 0.089105000000000018 -0.043144999999999996 -0.071854999999999988 0.10276500000000001 0.082190000000000013 -0.082974999999999979 0.09253500000000002 0.12165500000000001 -0.19927499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 14 7 8 -7 -10 -2 12 22 -14 19 18 -17 -18 -15 21 -21 -6 23 25 26 -11 -25 -28 -12 -30
right_child=2 -3 -4 -5 5 6 -8 -9 9 11 28 -13 13 15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0058769366741180419 -0.0015701486780237634 -0.0005385395655240346 0.0045488230124844809 0.00055648331602545416 0.0031144915772680789 6.6190944785522604e-05 -0.0015314452579806804 -0.00046117575709811519 0.0053439087785331404 0.0022815202465391762 0.0019681751155778584 8.6994110964811776e-05 0.0062712876473087825 -0.0010139155065553495 0.001766552205768053 0.0060026854034513242 0.0025292318046511706 0.0053755160528593344 0.0032259873324073855 0.0026116383805915907 -0.00130187237324814 0.0056714881832400955 -0.00055194654734805229 0.0049547064604915005 -0.00070272895542007911 0.0055476093481323036 -0.00087246805283939469 0.0023148534700537667 0.0030595937333418987 -3.1808611907868096e-05
leaf_weight=25 33 36 23 48 1632 31 23 27 28 42 101 26 25 20 111 25 186 39 20 153 21 27 20 22 27 33 20 138 20 139
leaf_count=25 33 36 23 48 1632 31 23 27 28 42 101 26 25 20 111 25 186 39 20 153 21 27 20 22 27 33 20 138 20 139
internal_value=0 0.00276502 0.000975836 0.00280797 0.00284769 0.0028196 0.00239006 0.00251379 0.00262821 0.00274657 0.000695363 0.00263347 0.00274078 0.00327357 0.00298576 0.00301514 0.0033206 0.00302259 0.00110604 0.00305959 0.00213932 0.00315611 0.00218505 0.00237917 0.00189387 0.0037186 0.00228336 0.0019114 0.000982908 0.000357047
internal_weight=0 2805 316 2769 2721 2696 752 729 702 671 293 643 617 315 1944 290 250 225 40 1833 174 1659 302 282 207 75 180 158 260 159
internal_count=3121 2805 316 2769 2721 2696 752 729 702 671 293 643 617 315 1944 290 250 225 40 1833 174 1659 302 282 207 75 180 158 260 159
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=31
num_cat=0
split_feature=4 3 2 3 121 10 12 0 13 48 457 12 16 14 4 3 3 1 49 13 0 4 49 0 150 3 3 1 51 402
split_gain=0.0751841 0.0272469 0.024312 0.0199152 0.0236477 0.0197144 0.0188326 0.0183432 0.0333449 0.0171313 0.0170254 0.0160105 0.0249968 0.0404954 0.0217824 0.0209979 0.0244831 0.0159823 0.0194816 0.0192008 0.0154487 0.02185 0.0229181 0.021662 0.0185412 0.0182747 0.0184343 0.0170821 0.0153544 0.0152691
threshold=0.26790000000000008 0.63141500000000017 0.17025000000000004 0.20828500000000003 -1.0000000180025095e-35 -0.15282499999999996 -1.0000000180025095e-35 -0.019414999999999998 -0.0087749999999999981 0.12118000000000002 0.31508000000000008 -0.10022999999999999 -0.4179199999999999 -0.41076499999999994 0.51303500000000013 -0.15327499999999997 -0.081054999999999974 0.13501500000000002 -0.043469999999999995 -1.0000000180025095e-35 -0.14226499999999997 0.061775000000000004 0.0043850000000000009 -0.13027499999999997 -0.091839999999999991 0.095270000000000007 -0.15447499999999995 0.085110000000000005 -0.069724999999999995 0.090075000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 7 -6 -9 11 20 -7 15 14 28 -13 -17 18 -18 -20 21 22 25 -22 -25 26 -8 -28 -14 -26
right_child=1 -3 -4 -5 6 9 10 8 -10 -11 -12 12 13 -15 -16 16 17 -19 19 -21 23 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.0060076256468892105 -0.0012508652367978358 -0.0025904289307072761 -0.0001904976737988005 0.00078306719988754524 0.0021140194197207828 0.0036150758846714677 0.0051628076741772316 0.0026058189070595076 -0.003029517686393644 -0.0010880461316555739 -0.00026903043235506632 -0.00016562329801672604 0.001046009016863536 -0.0025590621659325229 -0.00071610590288764798 0.005314377661228979 0.00010386345093138516 -0.00034338744033289993 0.0022495167807822947 0.0060172859579324727 -0.00039691583854922405 0.0066894720919663088 0.00040819596976507459 0.0054481075712196209 0.0025032575878439979 0.0062709247592188742 0.0036712122476986937 0.00048889561233321022 0.0049175479981516095 0.0033681754532728135
leaf_weight=20 30 20 33 63 176 36 31 21 21 25 20 32 20 36 25 28 22 23 38 21 24 20 25 23 1948 23 37 31 21 228
leaf_count=20 30 20 33 63 176 36 31 21 21 25 20 32 20 36 25 28 22 23 38 21 24 20 25 23 1948 23 37 31 21 228
internal_value=0 0.00100133 0.00250741 0.00254025 0.00258205 0.00120255 0.00255598 0.00166592 -0.000211849 0.00142763 0.00263649 0.00163588 0.00136802 0.000138822 0.00161039 0.00213253 0.00268965 0.001983 0.00264358 0.00359059 0.00266081 0.0035884 0.00316649 0.00259112 0.00262374 0.00373171 0.00314179 0.00222045 0.00302899 0.00259388
internal_weight=0 377 2744 2711 2648 357 2628 218 42 327 2410 302 266 102 66 164 132 104 81 59 2390 167 147 2223 2199 122 99 68 41 2176
internal_count=3121 377 2744 2711 2648 357 2628 218 42 327 2410 302 266 102 66 164 132 104 81 59 2390 167 147 2223 2199 122 99 68 41 2176
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 159 2 150 43 3 11 0 0 49 2 2 4 15 4 4 376 2 15 3 1429 14 11 1
split_gain=9.60563 1.19885 1.11932 0.853759 0.512652 0.440797 0.348425 0.313023 0.300322 0.218115 0.206375 0.196216 0.183835 0.163773 0.149775 0.135543 0.113462 0.110966 0.111829 0.100483 0.0975199 0.0905521 0.0941331 0.141198 0.144161 0.0790573 0.07164 0.0714496 0.10054 0.0700702
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.13075500000000004 0.27834500000000006 0.082585000000000006 0.092365000000000017 1.0000000180025095e-35 -0.04890499999999999 -0.14186499999999996 1.0000000180025095e-35 -0.23194499999999998 -0.030209999999999997 -0.017229999999999999 0.17025000000000004 0.10855000000000002 -0.059649999999999988 -0.084564999999999987 0.010840000000000001 0.098655000000000007 0.084145000000000011 0.10882500000000002 -0.037864999999999989 -0.0063699999999999989 -0.015219999999999999 -0.46885499999999997 0.080320000000000016 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 13 27 8 21 12 10 -6 -10 29 -1 -13 -2 -7 18 -15 -20 25 22 23 -5 -25 -11 -17 -3 -29 -4
right_child=1 5 6 7 9 16 -8 -9 11 20 -12 14 -14 17 -16 26 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00072872403630598343 0.00038573890194004657 0.00040918507120188543 0.00062929032206287291 0.00049167411938467001 0.00035890038277393852 0.0001753253194180832 0.00035555765578865889 0.00019324859463275604 0.00066095564813373078 0.00034279588899757197 0.00053374824058574741 0.00057058471645004204 0.00072372903722902357 0.0006326512419260465 0.00045902790678597008 0.00065789338792284109 4.6645112995234464e-05 0.00044485267015475339 0.00057229380829886261 0.00042300262428022258 0.00028260383270305807 0.00047071195104992405 0.00022738499989411037 0.0003876457519945396 0.00018289148606652136 0.00048653239003416536 0.00053025051038847347 0.00025328207436134886 0.00040099073579923355 0.00059900015080742669
leaf_weight=22 21 20 960 26 36 117 21 57 86 31 93 499 69 65 51 22 34 32 52 26 37 26 22 39 20 28 73 91 22 423
leaf_count=22 21 20 960 26 36 117 21 57 86 31 93 499 69 65 51 22 34 32 52 26 37 26 22 39 20 28 73 91 22 423
internal_value=0 0.000310595 0.000588418 0.000395746 0.000496237 0.000218849 0.000606863 0.000314819 0.000609391 0.000432289 0.000484953 0.000573859 0.000624954 0.000569274 0.00056024 0.000528297 0.000146351 0.000549228 0.000572585 0.00052253 0.00036152 0.000366921 0.000341701 0.000371289 0.000318238 0.00041101 0.00055981 0.000301159 0.00028204 0.000620026
internal_weight=0 590 2531 306 422 284 2109 190 2088 225 129 636 1452 197 550 116 151 175 143 78 96 133 107 85 59 59 95 133 113 1383
internal_count=3121 590 2531 306 422 284 2109 190 2088 225 129 636 1452 197 550 116 151 175 143 78 96 133 107 85 59 59 95 133 113 1383
is_linear=0
shrinkage=0.00196078


Tree=8931
num_leaves=31
num_cat=0
split_feature=4 2 455 457 3 3 49 0 12 4 402 2 42 10 43 4 0 16 0 13 401 43 43 1213 13 49 12 3 0 3
split_gain=0.0849655 0.0262363 0.0243235 0.0369157 0.0235895 0.0214484 0.0243433 0.0193008 0.0201905 0.0194074 0.0213103 0.0204327 0.018293 0.0181032 0.0175107 0.0276133 0.019084 0.0261039 0.0183807 0.0196072 0.0403285 0.0195218 0.045699 0.0207226 0.0184251 0.026232 0.0260326 0.0400043 0.0203473 0.0237767
threshold=0.26790000000000008 0.12043500000000001 0.092985000000000012 0.29113500000000009 0.63141500000000017 -0.088784999999999989 0.14321000000000003 -0.14832499999999996 -0.010834999999999999 0.042705000000000007 -1.0000000180025095e-35 -0.080614999999999978 -0.12099999999999998 -0.15282499999999996 -0.50775499999999985 -0.52556499999999995 -0.11173999999999999 -0.034884999999999992 -0.097734999999999989 -0.089109999999999981 0.083100000000000021 0.0047850000000000011 -0.013819999999999997 -0.011639999999999998 -0.085384999999999975 -0.009329999999999998 0.084225000000000008 -0.086424999999999988 0.12500000000000003 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 13 -3 -7 -1 -9 11 -11 -10 -13 -2 -14 -16 17 -17 -18 20 21 22 -20 -23 25 -21 27 -27 29 -26
right_child=4 5 -4 -5 -6 6 -8 8 9 10 -12 12 14 -15 15 16 18 -19 19 24 -22 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0038918804691749319 -0.0010372469701299756 -0.0015105231862980874 0.0062005456049172656 -0.00096555012636459795 -0.0022154633514583112 0.0025312352268348848 -0.00057402392642782823 0.001729272001984857 0.0058379614294002151 -0.00072391098256048287 0.0023118625480779693 0.0043018492265719547 -3.7331415695093926e-05 0.0015294661896021336 0.0057784361124504358 -0.0015695126686731111 0.0053205307417859638 0.0033069536766214742 0.0022692635411485323 0.0014618592042896169 0.0035654868954499187 -0.00073823999613523486 -0.0041829132408526242 0.0033904383935394787 0.0012596562913363325 0.0037166383946040538 0.0034594930252966737 0.0089274206413672529 0.0051677876464756474 0.0028520881986130401
leaf_weight=158 30 20 21 26 20 136 31 179 24 26 209 89 21 327 32 23 30 21 21 41 73 20 23 31 102 34 131 26 35 1161
leaf_count=158 30 20 21 26 20 136 31 179 24 26 209 89 21 327 32 23 30 21 21 41 73 20 23 31 102 34 131 26 35 1161
internal_value=0 0.0027276 0.00281122 0.00278316 0.00112655 0.00158419 0.00195481 0.00282199 0.00275011 0.00283421 0.00197599 0.00293827 0.00290191 0.00131378 0.00283364 0.00286706 0.00281449 0.000757892 0.00286685 0.0028235 0.00179802 0.000439856 -0.00110347 0.00177135 0.0029361 0.00375693 0.00424959 0.00597464 0.00278939 0.00272348
internal_weight=0 2744 2557 2536 377 187 167 2510 2352 2173 235 1938 1914 357 1825 1804 1772 44 1728 1698 168 95 44 51 1530 232 191 60 1298 1263
internal_count=3121 2744 2557 2536 377 187 167 2510 2352 2173 235 1938 1914 357 1825 1804 1772 44 1728 1698 168 95 44 51 1530 232 191 60 1298 1263
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=31
num_cat=0
split_feature=1 2 11 2 48 13 42 484 1454 11 3 106 11 13 49 43 2 34 31 2 131 1 10 151 0 0 49 16 0 3
split_gain=0.0704316 0.0216535 0.0184566 0.017299 0.017545 0.0181858 0.023225 0.0204627 0.0199107 0.0170784 0.0566531 0.0164608 0.0161352 0.0160344 0.0180394 0.0178871 0.015874 0.015686 0.0198322 0.018817 0.015721 0.0283984 0.0152546 0.014779 0.0168667 0.0238227 0.0201721 0.0164373 0.0146824 0.0258961
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 0.097385000000000013 0.13504500000000005 0.10935500000000002 -0.062154999999999995 0.12418000000000001 0.091445000000000012 0.082245000000000013 -0.097174999999999984 0.085655000000000009 0.085155000000000022 -0.08971999999999998 -0.088694999999999982 0.10366000000000002 0.11263500000000001 -0.038779999999999995 -0.081689999999999985 0.116525 0.090030000000000013 0.15799000000000005 0.10223 -0.098364999999999994 -0.080499999999999988 -0.10151999999999999 0.090235000000000024 -0.0048099999999999992 -0.072269999999999987 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 5 7 -7 8 9 10 -5 -1 -4 15 -15 16 -12 18 -2 22 21 -21 -19 -16 25 26 27 -25 29 -26
right_child=17 3 12 4 -6 6 -8 -9 -10 -11 13 -13 -14 14 23 -17 -18 19 -20 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0026040068753057084 0.0011284034972524515 -0.00089806371077429505 0.0062216229387558998 -0.0015595255450208266 -0.00084321143105626118 0.0026899990913707059 -0.0010896339520145007 0.0053092582669871102 -0.00061844676674809311 0.0036541362385635818 -0.0015587872451690672 0.00020340277696959675 0.0029328735007272504 0.00536866003404493 0.0046675572979689483 0.0036663820381032893 0.0015712326970208591 0.0030637438110613698 -0.0031772718532010915 0.00074263831363497151 0.0027188446939301991 -0.0031148834778419276 0.00014747585373697802 0.0024173947290400976 0.0070120874060583972 -0.00044001057950986762 0.004665817348372743 -0.00097467614919878555 0.0024821611712395678 0.0019842161866836252
leaf_weight=1897 23 20 26 39 20 29 37 22 24 83 26 29 35 23 29 22 43 71 20 144 30 22 24 50 21 45 27 20 200 20
leaf_count=1897 23 20 26 39 20 29 37 22 24 83 26 29 35 23 29 22 43 71 20 144 30 22 24 50 21 45 27 20 200 20
internal_value=0 0.00244523 0.0026221 0.00200595 0.00208041 0.00215735 0.000571114 0.0023082 0.00220995 0.0023147 0.00211794 0.00256786 0.00433464 0.0023906 0.00264313 0.00118346 0.000391805 0.000908536 -0.000874236 0.00117197 0.000612132 0.0002314 0.002327 0.00249098 0.00232617 0.00146164 0.00234385 0.00144823 0.00283556 0.00455947
internal_weight=0 2787 1987 800 780 760 66 694 672 648 565 1926 61 526 435 91 69 334 43 291 196 166 95 412 383 142 97 70 241 41
internal_count=3121 2787 1987 800 780 760 66 694 672 648 565 1926 61 526 435 91 69 334 43 291 196 166 95 412 383 142 97 70 241 41
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 16 1 1 3 0 3 3 157 475 52 47 16 47 150 1 43 1 13 0 16 12
split_gain=6.6016 1.08326 0.632824 0.534686 0.510645 0.302438 0.273584 0.219189 0.174423 0.133301 0.130423 0.129994 0.186506 0.14419 0.0948473 0.132142 0.0687779 0.0701007 0.0659209 0.0649784 0.0942372 0.0636474 0.0746854 0.0628022 0.056672 0.0570401 0.0616588 0.0488436 0.043666 0.0434742
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.13501500000000002 -0.52595999999999987 0.092845000000000025 0.085760000000000017 -0.116045 -0.23001499999999997 0.30112000000000005 0.076840000000000006 -0.41266499999999995 -0.07675499999999999 0.048770000000000008 0.090100000000000013 -0.105305 0.081320000000000017 0.081835000000000019 0.076935000000000017 -0.04890499999999999 0.10937500000000001 -0.01163 -0.036484999999999997 0.11346000000000002 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 -6 11 9 -7 -5 29 -13 -14 15 27 -11 -18 -16 24 -21 22 23 -19 25 -3 -27 -4 -10 -1
right_child=1 2 14 10 6 8 -8 -9 28 16 -12 12 13 -15 18 -17 17 21 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00049849788399166902 0.00046787299610630945 0.00024121317265532875 6.9427360942939556e-05 0.00041222774068798787 0.00042646970472930747 0.00028792626914036931 0.0002277433816970983 0.00058978350843493345 0.00026355787808269394 0.00054555087045486878 0.00026420890603190157 0.00026485307895414092 0.00031943888272941329 0.00046723100571920655 1.7471841197984509e-05 0.00027929756308303161 0.0005022860811756387 0.00042515121542405107 0.00013684158542768386 0.00021451430806357277 0.00037743442324029297 0.00053376489448323774 0.00031089815420701222 0.00050447052790593503 0.00022866844665989572 0.00018264025580027094 7.4745694266811389e-05 0.00017256732967639181 0.00038225067523764628 0.00047463623828471776
leaf_weight=705 74 31 41 37 84 21 39 70 26 26 60 20 27 423 46 25 65 357 29 39 21 23 20 43 125 56 32 31 22 503
leaf_count=705 74 31 41 37 84 21 39 70 26 26 60 20 27 423 46 25 65 357 29 39 21 23 20 43 125 56 32 31 22 503
internal_value=0 0.000244059 0.000216409 0.000463334 0.000256858 0.00046922 0.000363459 0.000482282 0.000431355 0.000441162 0.00032067 0.000477797 0.000450129 0.000458363 0.000115992 0.00015648 0.000447189 0.000442154 6.36281e-05 0.000213727 0.000271536 0.000433331 0.000427831 0.000433678 0.000199512 0.000168885 0.000143406 0.000113835 0.000317959 0.000488562
internal_weight=0 673 599 2448 427 2351 123 1748 603 555 97 1678 470 450 172 97 534 508 75 304 60 443 420 400 244 119 88 72 48 1208
internal_count=3121 673 599 2448 427 2351 123 1748 603 555 97 1678 470 450 172 97 534 508 75 304 60 443 420 400 244 119 88 72 48 1208
is_linear=0
shrinkage=0.00196078


Tree=8934
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 1 14 4 42 2 47 2 2 4 49 52 1 150 2 47 1 1 11 43 1 42 3 12 16 16
split_gain=8.03284 1.25374 0.711196 0.528675 0.460563 0.455668 0.320586 0.307149 0.265361 0.224604 0.146857 0.133464 0.296983 0.136233 0.123632 0.0996797 0.12198 0.206991 0.0829754 0.081642 0.0779671 0.0775704 0.0763629 0.0713313 0.0697129 0.066447 0.130298 0.067772 0.0729324 0.0590477
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.13404500000000005 0.13657000000000002 0.062655000000000016 0.40124500000000002 -0.0060199999999999993 0.089885000000000007 0.13082500000000002 -1.0000000180025095e-35 0.10497000000000002 -0.062539999999999984 -0.054984999999999992 -0.56176499999999996 0.088975000000000012 0.081835000000000019 0.10699500000000002 0.090280000000000013 0.16540500000000002 0.091450000000000017 1.0000000180025095e-35 -0.080324999999999994 0.13075500000000004 0.075730000000000006 -0.11171999999999999 0.090545000000000014 0.19444000000000003 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 14 6 11 7 9 -1 21 20 -3 -13 -14 -2 -11 25 18 -18 -16 -7 -4 -8 -10 -5 26 -17 -28 -29 -6
right_child=1 5 4 24 29 10 22 -9 23 15 -12 12 13 -15 19 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00054834749367015025 0.00039725572018481581 0.00024200025836923581 0.00061182358469611157 0.00036902289314110295 0.00033552303157330994 0.00018601297125465569 0.00061784230943257902 0.00036647424080524764 0.00039182740683649101 0.00065437958261286254 0.00034217904249837067 0.00053772593137572098 0.00046868391202834029 0.00030203260805617744 0.00060716464969457363 0.00043646755535007469 0.00048471933960028647 0.00031288469169179302 0.0006467113965282253 0.00050521282124957149 5.2828977030574104e-05 0.00057077174841049783 0.00074651470352161812 0.00025455571118403566 0.00024398409318653684 0.00058354323465328688 0.00061263694836598877 0.00056278090585687739 0.00047717554575087975 0.00047191184360251303
leaf_weight=40 23 62 1125 60 26 109 25 24 43 45 21 27 21 185 58 37 31 20 20 63 20 210 61 22 24 412 71 163 50 23
leaf_count=40 23 62 1125 60 26 109 25 24 43 45 21 27 21 185 58 37 31 20 20 63 20 210 61 22 24 412 71 163 50 23
internal_value=0 0.000338687 0.000580566 0.00045692 0.000587641 0.00027811 0.000591659 0.000587085 0.000422692 0.000589509 0.000190118 0.000322851 0.000344365 0.000319021 0.000529034 0.000564574 0.000559548 0.000481947 0.000548246 0.000554082 0.000165364 0.000605366 0.00070911 0.000345366 0.000333298 0.000567065 0.000545915 0.000560174 0.000542686 0.000399542
internal_weight=0 673 2448 228 2343 445 2294 2208 105 2184 150 295 233 206 144 849 804 71 51 121 129 1335 86 65 84 733 321 284 213 49
internal_count=3121 673 2448 228 2343 445 2294 2208 105 2184 150 295 233 206 144 849 804 71 51 121 129 1335 86 65 84 733 321 284 213 49
is_linear=0
shrinkage=0.00196078


Tree=8935
num_leaves=31
num_cat=0
split_feature=4 2 1 149 12 457 160 3 48 3 39 133 42 4 4 13 16 156 48 0 3 4 0 160 3 51 50 14 16 42
split_gain=0.100939 0.0396154 0.0290404 0.0245589 0.0229781 0.0213149 0.0188352 0.0231349 0.0186277 0.0237585 0.0179352 0.0203731 0.0177363 0.0183069 0.0179252 0.0177107 0.0165591 0.0322673 0.0304016 0.0321828 0.020756 0.0196692 0.0204012 0.0248345 0.0182528 0.019311 0.0216292 0.0170256 0.0164635 0.0159516
threshold=0.40124500000000002 0.17025000000000004 0.091195000000000012 0.07770500000000001 -0.010834999999999999 0.045365000000000009 -0.067824999999999983 0.42240500000000009 -0.068459999999999979 0.14121000000000003 0.084405000000000008 0.087035000000000015 0.11457500000000002 0.042705000000000007 0.066685000000000008 -0.0093149999999999986 0.19444000000000003 -0.031569999999999994 0.092065000000000022 -0.080499999999999988 0.092670000000000016 -0.51843499999999987 -0.062764999999999974 -1.0000000180025095e-35 -0.094874999999999987 -0.036694999999999992 -0.16990499999999997 0.091685000000000016 -0.011989999999999999 0.11883500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 6 10 8 -2 -8 -6 12 -4 -12 13 -10 -15 -13 20 -18 19 -19 21 -1 27 -24 -21 26 -26 -23 -7 -14
right_child=3 -3 4 -5 5 28 7 -9 9 -11 11 15 29 14 -16 -17 17 18 -20 24 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0065167166013270625 0.0020881820540728699 -0.00028936756619562707 -0.00042588979742420538 0.0042678308673202991 0.0060037226916756486 0.0024108717629375558 0.00071498173023388557 -0.0027182387992731741 0.0037280766115059781 0.0006158345805791517 0.0031361765665555933 0.0020705409365130915 -0.00083258843442308723 0.00071391828194306158 0.0034238914398044399 -0.001522412001023717 0.0048281319439411165 -0.0010025082404077378 -0.00085726779652759441 0.0053695763357811503 0.0010052949302622144 0.0034149570559709589 -0.00015824947373143264 0.0030817459506056054 0.0010050758108263835 -0.00018392931484744292 0.0042151969795489351 0.0063507411722093822 -0.0011906840859658341 0.0027076629782095555
leaf_weight=20 89 36 38 23 20 30 182 22 297 42 74 34 20 46 52 23 47 23 33 27 37 1606 35 73 32 22 61 20 22 35
leaf_count=20 89 36 38 23 20 30 182 22 297 42 74 34 20 46 52 23 47 23 33 27 37 1606 35 73 32 22 61 20 22 35
internal_value=0 0.00300654 0.0030494 0.00112131 0.00250967 0.00281615 0.000874313 0.000344732 0.00301207 0.00289045 0.00148684 0.00204168 0.00310275 0.00333702 0.00215186 0.000620753 0.00324371 0.00247264 0.00191351 0.00246766 0.00334919 0.00339863 0.00336267 0.00203175 0.00302973 0.00248037 0.00311064 0.00345107 0.000887137 0.0014203
internal_weight=0 2805 2769 316 733 564 293 204 512 492 169 131 450 395 98 57 2036 245 198 165 1791 1754 1734 108 142 115 93 1626 52 55
internal_count=3121 2805 2769 316 733 564 293 204 512 492 169 131 450 395 98 57 2036 245 198 165 1791 1754 1734 108 142 115 93 1626 52 55
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=31
num_cat=0
split_feature=4 2 1 1456 51 3 51 51 3 15 48 402 3 51 48 15 2 52 4 10 3 3 123 4 1446 158 3 1208 16 52
split_gain=0.0822958 0.0244788 0.0195744 0.0241357 0.0221226 0.0214599 0.0227881 0.022556 0.0209992 0.0196416 0.0206492 0.022161 0.019328 0.0190576 0.0312918 0.0269253 0.0185502 0.018344 0.0180683 0.0180586 0.0226227 0.0197653 0.0204712 0.0221905 0.0174654 0.0168035 0.0166387 0.0163779 0.0213419 0.0268424
threshold=0.26790000000000008 0.17025000000000004 0.090540000000000023 -0.00059999999999999995 0.092545000000000016 -0.12018999999999998 -0.047599999999999996 -0.11063499999999998 -0.088784999999999989 -0.15026499999999995 0.089350000000000013 0.085065000000000016 0.63141500000000017 0.11218000000000002 0.14174500000000004 -0.072289999999999979 -0.0091949999999999983 0.039215000000000007 0.50500500000000004 -0.15282499999999996 -0.13309499999999996 0.099930000000000005 0.086935000000000026 0.50644500000000015 0.111445 0.12874000000000005 -0.0096849999999999974 0.086590000000000014 -0.046599999999999996 0.4002400000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 7 -5 -7 -1 24 -12 17 -6 15 -15 -10 19 -19 -2 -21 22 23 -22 25 -11 -24 28 -18 -30
right_child=12 -3 3 4 13 8 -8 -9 16 10 11 -13 -14 14 -16 -17 27 18 -20 20 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0045667020430846606 -0.0018503119528759271 1.7296020506006298e-05 0.0042058422603839709 0.0047062807465688547 -0.0009827024743867081 -0.00036089064162825389 0.006228825766759526 0.00045496105352261411 0.00069350643432699146 0.0029661644121671093 0.0022875308262694989 -0.00092091449443250893 -0.0018763767846394332 0.0057051220625315025 -0.0011715614218846895 0.0012195024554785051 0.0037062884968223188 0.0040619034785777334 0.0012610495432882627 0.002826057014754042 -0.0043285939554196032 0.001652261455218946 0.0030410164543850857 8.0844033334869899e-05 0.0052115126649903906 0.00065263077649433407 -0.00072972544957883659 -0.00020452238852158188 0.0025593672334623114 -0.00064941997896918722
leaf_weight=70 22 33 62 26 37 31 28 24 60 1658 155 25 20 23 25 32 140 42 51 60 21 89 22 25 34 32 25 20 199 30
leaf_count=70 22 33 62 26 37 31 28 24 60 1658 155 25 20 23 25 32 140 42 51 60 21 89 22 25 34 32 25 20 199 30
internal_value=0 0.00272443 0.00275739 0.00231762 0.00214419 0.00240633 0.00394474 0.00266565 0.00215634 0.00292158 0.00286109 0.00184191 0.00114874 0.000893956 0.00176191 0.00309531 0.00233014 0.00131821 0.00252595 0.000892756 0.00114213 0.000586984 -0.000432475 -0.00193216 0.0029675 0.00292236 0.0010353 0.00258257 0.00273364 0.002139
internal_weight=0 2744 2711 737 675 558 78 50 480 1974 1904 180 377 117 80 55 449 357 93 264 242 182 93 46 1724 1690 47 389 369 229
internal_count=3121 2744 2711 737 675 558 78 50 480 1974 1904 180 377 117 80 55 449 357 93 264 242 182 93 46 1724 1690 47 389 369 229
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 2 1 2 4 150 2 1 12 4 4 399 47 2 0 3 4 15 50 49
split_gain=8.6805 1.34243 0.824277 0.752125 0.478034 0.3744 0.303447 0.257107 0.216085 0.214202 0.203045 0.166823 0.15057 0.230751 0.14661 0.0966232 0.0899298 0.0859567 0.0748758 0.120964 0.0710951 0.0686881 0.0679341 0.067732 0.0638962 0.0553239 0.0514408 0.0480695 0.0511603 0.0469161
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.092845000000000025 0.14122000000000004 0.14285500000000004 0.089770000000000016 0.090425000000000019 0.27834500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 0.076935000000000017 0.091325000000000003 -0.51843499999999987 -0.036839999999999991 0.09141500000000001 0.090100000000000013 0.087675000000000017 -0.060129999999999996 -0.017889999999999996 -0.00059999999999999995 -0.15914499999999995 0.10861000000000003 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 22 6 12 -6 11 -5 15 14 18 16 -4 17 -14 -7 19 -1 -2 24 -3 27 26 -16 -20 -21 -29 -11
right_child=1 2 8 9 7 10 -8 -9 -10 29 -12 -13 13 -15 25 -17 -18 -19 21 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00082857454913893549 0.00069087446144982883 0.00037093162983112873 0.00041446101235093752 0.0005991879055028752 0.00061191812351045602 0.0006138884953375656 0.00079188011586666101 0.00039541807196109119 0.00043591371938294055 0.00046432448368446499 0.00047706933981604921 0.0002071980299078744 0.00053568469877002614 0.00043731385165903295 0.00033914495527354716 0.00051401551788538881 0.00065257303904991135 0.00068203977262323368 0.00066252160526799957 0.00077945960290504222 0.00056104448203947031 0.00075909477092471781 0.00046727551425133727 0.00065700969119579912 0.00055607797166805036 0.00024153261108556299 0.00059420637910002851 0.00069011803988631645 0.00061328791227995179 0.00035466527554139595
leaf_weight=21 50 191 39 37 71 314 76 30 34 30 41 99 28 23 33 30 263 92 229 22 24 20 33 379 31 69 52 695 35 30
leaf_count=21 50 191 39 37 71 314 76 30 34 30 41 99 28 23 33 30 263 92 229 22 24 20 33 379 31 69 52 695 35 30
internal_value=0 0.000399615 0.000368835 0.000651056 0.000435621 0.000658037 0.000670521 0.000547611 0.000289617 0.000481852 0.000608992 0.000268892 0.000665391 0.000626382 0.000312209 0.000621397 0.000641326 0.000629332 0.000673645 0.000681121 0.000648767 0.0006477 0.000385125 0.000678384 0.00064056 0.000273113 0.00064988 0.000689156 0.000686434 0.000409495
internal_weight=0 673 599 2448 325 2351 1874 101 274 97 477 240 1798 314 141 436 291 406 1484 1152 74 332 224 1131 312 102 281 752 730 60
internal_count=3121 673 599 2448 325 2351 1874 101 274 97 477 240 1798 314 141 436 291 406 1484 1152 74 332 224 1131 312 102 281 752 730 60
is_linear=0
shrinkage=0.00196078


Tree=8938
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 4 47 1 16 1 2 2 4 4 12 457 160 39 131 47 12 16 12 4 0 2 4
split_gain=6.71027 1.02403 0.698904 0.508163 0.337066 0.329293 0.231682 0.197783 0.192396 0.190536 0.164151 0.134232 0.134071 0.167609 0.122709 0.127427 0.0923571 0.0648292 0.066893 0.0581761 0.0573188 0.0542152 0.0474805 0.0442403 0.0915555 0.0648373 0.0543968 0.051858 0.0434106 0.0405633
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.095545000000000005 0.088725000000000012 0.076975000000000002 0.14122000000000004 0.40473500000000007 0.13082500000000002 0.092845000000000025 -0.52595999999999987 0.086920000000000011 0.089775000000000008 0.14838000000000004 0.42051500000000003 0.0067750000000000006 0.095780000000000018 0.080930000000000016 -1.0000000180025095e-35 0.089790000000000023 0.09031500000000002 0.090100000000000013 0.09141500000000001 0.18438500000000005 0.091840000000000019 -0.49013999999999996 -0.07929499999999999 0.090050000000000005 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 5 4 6 22 12 11 -7 14 -5 -6 23 16 15 -4 -14 18 20 -17 -13 -2 -3 26 25 -25 -1 -28 -29 -21
right_child=1 2 9 10 7 8 -8 -9 -10 -11 -12 17 13 -15 -16 19 -18 -19 -20 29 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00069060233938605345 0.00061043320315367895 0.00033575414208403303 0.00034410190358492355 0.0005396234887298226 0.00039753564237769132 0.00053810708366748008 0.00070858619450859964 0.00041027725480464815 0.00035082415574126772 0.00039246329605888738 0.00037356494846784208 0.00059535934286421321 0.00058052717350652908 0.00038597481562664698 0.00017520580515761127 0.00030095606168292522 0.00048985142393463276 0.00053508209362519721 0.00047425095011843717 0.00015760682238584681 0.00048606826248122196 0.00049822150842816217 0.00041629896630365369 0.00048843639937632864 0.00045342284883437701 0.00060090761693950656 0.00060802599342531726 0.00058908714746506551 0.00047910012862580347 0.00025200804464178145
leaf_weight=29 49 191 55 37 21 71 67 41 30 34 60 238 364 20 84 29 49 261 22 42 20 25 33 22 21 189 928 37 22 30
leaf_count=29 49 191 55 37 21 71 67 41 30 34 60 238 364 20 84 29 49 261 22 42 20 25 33 22 21 189 928 37 22 30
internal_value=0 0.000354915 0.000328032 0.000575987 0.000581726 0.00038953 0.000595515 0.000541752 0.000482478 0.000255088 0.000436907 0.000551344 0.000591008 0.00056128 0.000235626 0.000268161 0.000569769 0.000557314 0.000578037 0.000226806 0.000586887 0.000572524 0.00034762 0.000601323 0.000576892 0.000589181 0.000606902 0.000604442 0.000548075 0.000196941
internal_weight=0 673 599 2448 2351 325 1748 603 101 274 97 562 1681 433 240 156 413 541 280 101 258 74 224 1248 232 211 1016 987 59 72
internal_count=3121 673 599 2448 2351 325 1748 603 101 274 97 562 1681 433 240 156 413 541 280 101 258 74 224 1248 232 211 1016 987 59 72
is_linear=0
shrinkage=0.00196078


Tree=8939
num_leaves=31
num_cat=0
split_feature=1 15 157 393 1210 3 1 3 150 52 49 148 151 16 4 0 50 0 0 4 12 42 3 15 4 1 51 151 1429 1429
split_gain=0.113683 0.0215023 0.0312409 0.0220124 0.0256882 0.0230305 0.0207441 0.0200961 0.0345904 0.0352131 0.0189041 0.0185745 0.0183359 0.0179642 0.0291704 0.0282009 0.0289345 0.0197936 0.0178903 0.017455 0.0207351 0.0168405 0.0290885 0.0158428 0.0198362 0.0159218 0.0207059 0.0202117 0.0156629 0.0214368
threshold=0.11146500000000002 0.024640000000000006 -0.0091799999999999989 0.086855000000000016 -0.0084249999999999985 -0.076514999999999986 0.14699000000000004 -0.091054999999999983 0.081835000000000019 0.15915500000000002 0.15266500000000002 -0.043434999999999994 0.015440000000000001 -0.070454999999999976 -0.0070899999999999991 -0.087634999999999977 0.10124500000000002 -0.086074999999999985 -0.088544999999999985 -0.008819999999999998 -0.12529499999999996 0.083795000000000022 -0.086224999999999982 -0.079249999999999987 -0.46376499999999993 0.095950000000000021 -0.087719999999999979 -0.044604999999999992 0.084485000000000018 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 11 8 9 18 12 -2 23 14 -9 16 -15 -17 -6 -13 -21 22 -19 25 -25 26 -7 -28 29 -23
right_child=6 2 -4 -5 5 10 -8 13 -10 -11 -12 19 -14 15 -16 17 -18 21 -20 20 -22 28 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00058271960355341438 8.9139694620559871e-05 0.0071473910387053535 0.0037049541140759578 0.00026582240965217354 0.0058035267930891784 0.0066627302107268157 0.00039372551047043615 0.0083523997416098915 2.1601649267332896e-05 -0.00043123989704657692 8.4687701504056664e-05 0.0035744348674043806 0.00077261389103821588 0.0031542305709404122 0.0043680472751654893 0.0065601992595475172 -0.00062439105525845663 0.0081484873586779704 0.0033670175726198265 0.004721966753946618 0.001713512040622427 0.0034296181374143262 0.0034216168825514613 0.00407105352286799 0.0019799927061670795 0.002490201531713043 0.00590355565042101 0.0031140308536004207 0.0049460704387674923 -6.2216050545906736e-05
leaf_weight=35 41 27 1117 25 36 28 84 21 35 22 24 87 36 107 147 32 25 23 185 25 274 108 30 61 177 83 33 122 50 21
leaf_count=35 41 27 1117 25 36 28 84 21 35 22 24 87 36 107 147 32 25 23 185 25 274 108 30 61 177 83 33 122 50 21
internal_value=0 0.00346128 0.0037862 0.00320773 0.00325877 0.00332538 0.00183024 0.00365662 0.00296077 0.00338411 0.00283087 0.00211284 0.00295292 0.00399961 0.00486609 0.00363202 0.00243858 0.00422873 0.00376392 0.00232779 0.00196506 0.00390715 0.0054729 0.00310866 0.00251594 0.00363899 0.00416003 0.00370793 0.00344355 0.00286118
internal_weight=0 2610 1144 1466 1441 1406 511 842 278 243 564 427 540 564 168 396 132 264 221 386 299 232 53 504 238 266 183 155 179 129
internal_count=3121 2610 1144 1466 1441 1406 511 842 278 243 564 427 540 564 168 396 132 264 221 386 299 232 53 504 238 266 183 155 179 129
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=31
num_cat=0
split_feature=1 2 48 123 124 34 0 1424 34 2 97 12 1 10 4 123 14 47 455 9 15 15 11 13 50 4 48 4 0 52
split_gain=0.0947091 0.0299245 0.0197116 0.0181869 0.0177101 0.0171615 0.0164821 0.0163561 0.015631 0.0210709 0.0175671 0.0171834 0.0300237 0.0159664 0.014629 0.0142803 0.0164687 0.0191288 0.0142736 0.0152665 0.0166416 0.0288635 0.0274095 0.0187351 0.0183679 0.0217834 0.0179999 0.0347313 0.034939 0.0234849
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.087104999999999988 -0.08786999999999999 -0.14723999999999998 1.0000000180025095e-35 -0.038779999999999995 0.116525 -0.079444999999999988 -0.42850999999999995 0.15799000000000005 0.10223 -0.50690499999999983 0.11679000000000002 -0.41790499999999997 0.11419000000000001 0.092320000000000013 -1.0000000180025095e-35 -0.11033999999999998 -0.094329999999999983 0.086080000000000018 -0.095539999999999986 0.077805000000000013 0.010840000000000001 0.09111000000000001 -0.17966999999999997 -0.060129999999999996 0.092650000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 14 -1 -6 -5 18 10 13 -2 -11 15 -10 -3 16 -13 -18 19 -7 23 24 26 -21 25 -22 27 -23 -29 -28
right_child=8 2 -4 6 5 7 -8 -9 9 11 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0013823242089711131 0.0015726872653301274 0.0052623894467780539 -0.00063050974626094108 -0.0014534693234600129 0.006201897563878447 0.00074776899814605724 0.0021096254153038702 0.0060353531036839957 0.0035224949083500871 0.0037316767661832273 -0.0024708636988758706 0.0039375158209029749 -0.003009277191013098 0.00053896657191216952 0.0026307384355239716 -0.001194630854170891 0.00024303064796602332 0.0033072495229404283 0.0058242178947520672 0.006494200762746663 -0.0010300418475110618 0.0053924028636720325 -0.0003471647843807226 0.0037049811941075646 0.0041819150559604173 0.0022363640261072741 0.0027985614065925354 0.0033277209399993225 0.00013217331026680769 -0.0011346556775970384
leaf_weight=50 21 22 20 20 20 25 37 21 71 20 22 23 20 24 530 23 83 27 21 29 35 80 21 142 21 49 63 1526 35 20
leaf_count=50 21 22 20 20 20 25 37 21 71 20 22 23 20 24 530 23 83 27 21 29 35 80 21 142 21 49 63 1526 35 20
internal_value=0 0.00306551 0.00245857 0.00256002 0.00324242 0.00328654 0.000859417 0.00325861 0.00128354 0.00154651 -0.000496106 0.00095409 0.000638455 0.00276876 0.00273562 0.00110611 0.00150399 0.000995157 0.0032304 0.00320378 0.00323416 0.00314692 0.00324381 0.00417801 0.00153667 0.000875362 0.00328755 0.00336022 0.00325607 0.0018508
internal_weight=0 2787 629 609 2158 2108 57 2088 334 291 43 196 176 95 552 156 133 110 2067 2046 2021 1850 1745 171 105 84 1724 1641 1561 83
internal_count=3121 2787 629 609 2158 2108 57 2088 334 291 43 196 176 95 552 156 133 110 2067 2046 2021 1850 1745 171 105 84 1724 1641 1561 83
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 4 1 159 150 2 14 12 49 43 0 2 4 2 47 0 12 16 15 3 43 4 4 0 42 4
split_gain=9.00606 1.14232 0.966976 0.790459 0.496773 0.378304 0.355248 0.241274 0.240038 0.245716 0.233147 0.204603 0.198901 0.160977 0.132806 0.130105 0.129128 0.123026 0.120451 0.177843 0.117116 0.0963963 0.0961758 0.090845 0.133934 0.0875928 0.168082 0.0720922 0.087701 0.110409
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.10124500000000002 0.052250000000000012 0.13075500000000004 0.082585000000000006 0.09487000000000001 0.10803500000000001 0.076175000000000007 0.099815000000000015 -0.017229999999999999 -0.066504999999999995 -0.030209999999999997 0.087470000000000006 0.27834500000000006 0.25063000000000007 0.078345000000000012 -0.061629999999999997 -0.054684999999999991 -0.10850999999999998 -0.15026499999999995 0.095270000000000007 -0.083134999999999987 -0.031404999999999995 -1.0000000180025095e-35 -0.10607499999999999 0.086555000000000007 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 8 10 -3 18 9 13 11 27 -2 15 -13 -1 21 -8 -5 -20 -11 -7 -15 24 -6 -24 -27 -4 29 -29
right_child=1 6 5 7 23 16 17 -9 -10 20 -12 14 -14 22 -16 -17 -18 -19 19 -21 -22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.00037172832861055737 0.0003639665035310051 0.00031033233082031501 0.00050923459122286115 0.00031842384939832855 0.00040547594428062443 0.00058479199831367736 0.00019385068890354898 0.00022451452193906677 0.00036456539186046402 0.00052369179849336351 0.00074095805572260232 0.00058438534227093369 0.00057483238762992333 0.00073422950006848779 0.00045587553811099273 0.00056231931363250694 0.00039311353078965935 3.2104098000654984e-05 0.00052655301889415515 0.00032147436901458498 0.00032563019654283603 0.00050110358146587125 0.00064306793665840317 0.00045605003028403819 0.00020433201947632959 0.00041390769822778655 0.00060514280861987681 0.00076870424139733402 0.00061005118518437176 0.00063653546743538578
leaf_weight=21 21 133 20 67 35 143 130 57 26 24 61 219 95 22 36 40 21 21 37 29 22 84 82 39 20 24 67 25 632 868
leaf_count=21 21 133 20 67 35 143 130 57 26 24 61 219 95 22 36 40 21 21 37 29 22 84 82 39 20 24 67 25 632 868
internal_value=0 0.000325997 0.000595009 0.000409115 0.00050933 0.000612153 0.00023644 0.000331247 0.000545345 0.000560909 0.00062174 0.0006177 0.000536658 0.000584617 0.000566243 0.000496706 0.000540215 0.000171356 0.00037699 0.000436443 0.000428967 0.000553824 0.000612118 0.000383662 0.000332333 0.000596589 0.000554707 0.000626193 0.000627726 0.000640236
internal_weight=0 590 2531 306 422 2109 284 190 328 302 1861 1800 116 256 255 61 248 151 133 66 46 227 195 94 55 173 91 1545 1525 893
internal_count=3121 590 2531 306 422 2109 284 190 328 302 1861 1800 116 256 255 61 248 151 133 66 46 227 195 94 55 173 91 1545 1525 893
is_linear=0
shrinkage=0.00196078


Tree=8942
num_leaves=31
num_cat=0
split_feature=4 2 12 15 0 2 16 3 4 160 52 4 10 3 3 4 0 11 4 3 16 159 48 160 160 15 403 42 4 41
split_gain=0.103838 0.0311416 0.0206256 0.0218007 0.0206545 0.0258298 0.0240711 0.0199924 0.018738 0.0184157 0.0182401 0.0182493 0.0177326 0.019867 0.0172448 0.0169236 0.0296447 0.025121 0.0211355 0.0211187 0.0295986 0.0206889 0.0249999 0.0317327 0.0352806 0.0178366 0.0179251 0.0358546 0.0191885 0.0174143
threshold=0.26790000000000008 0.12043500000000001 -0.010834999999999999 -0.14601999999999996 -0.068944999999999992 0.094835000000000017 0.037555000000000005 0.63141500000000017 0.076415000000000025 -0.066074999999999981 0.039215000000000007 0.50500500000000004 -0.15282499999999996 -0.13309499999999996 0.099930000000000005 -0.082769999999999982 -0.038659999999999993 0.077290000000000011 -0.082349999999999993 0.095270000000000007 -0.046599999999999996 -0.085489999999999997 0.092475000000000016 -0.085834999999999981 -0.019279999999999995 0.13592500000000005 -0.53101999999999994 0.11603500000000001 -0.082109999999999975 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 10 9 -3 12 -12 -2 -14 -15 21 17 18 -17 25 -21 -4 23 -23 -25 26 27 -20 -28 -26
right_child=7 8 15 4 6 -7 -8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 19 20 -22 22 -24 24 29 -27 28 -29 -30 -31
leaf_value=0.0055056132760364571 -0.0014999027480371296 -0.00075707276429360119 0.0064684918134248473 0.00460468332991392 -0.0011326968789540438 0.0016099064758034528 0.0027385786245978472 -0.0016064935503527522 0.0038262507593297122 0.0020275237541091773 0.0043904825839923608 0.0015756347089978485 0.0030434447971250242 -7.0719103459068527e-06 0.0019402085612475707 0.00042170871299906422 -0.00048089017648072471 0.0063253852312401358 -0.0013823551652224167 0.0028865041300146417 -0.0015266740483985772 0.00630473665998802 0.00070081426976965032 0.00025352774717812913 0.0039765512504659163 0.0004788935916232211 0.0063470406822212361 0.0036455027142388596 0.0034361531352823139 0.0012149417627369985
leaf_weight=20 22 30 29 48 36 72 29 20 43 114 42 51 60 93 89 26 21 27 23 55 21 49 26 29 470 21 23 37 1471 24
leaf_count=20 22 30 29 48 36 72 29 20 43 114 42 51 60 93 89 26 21 27 23 55 21 49 26 29 470 21 23 37 1471 24
internal_value=0 0.00324014 0.00333124 0.00236923 0.00203016 0.00280782 0.000594488 0.00147018 0.00199441 0.0014474 0.00164254 0.00284686 0.00121829 0.0014654 0.00094517 0.00341509 0.00325337 0.00329939 0.00325067 0.00329522 0.00166707 0.00386002 0.00373352 0.00387137 0.00364338 0.00337378 0.0034129 0.00171816 0.00348097 0.00384238
internal_weight=0 2744 2557 205 185 120 65 377 187 144 357 93 264 242 182 2352 1725 1704 1677 1651 76 627 598 572 523 1575 1554 60 1494 494
internal_count=3121 2744 2557 205 185 120 65 377 187 144 357 93 264 242 182 2352 1725 1704 1677 1651 76 627 598 572 523 1575 1554 60 1494 494
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 4 4 0 47 150 0 150 4 0 3 12 16 34 2 13 10 4 15 31 47
split_gain=9.62059 1.55805 0.969832 0.761617 0.540437 0.471249 0.345888 0.257205 0.250701 0.226064 0.222556 0.190191 0.231205 0.180382 0.15667 0.136598 0.118637 0.102367 0.131513 0.107466 0.100722 0.0970296 0.091111 0.173542 0.0894991 0.0743392 0.0738389 0.0586068 0.0579738 0.0576737
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.092845000000000025 0.14960000000000004 0.17025000000000004 0.40473500000000007 0.0061450000000000003 -0.11173999999999999 0.13082500000000002 0.091105000000000005 -0.14832499999999996 1.0000000180025095e-35 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 0.095780000000000018 -0.052894999999999991 -1.0000000180025095e-35 0.13404500000000005 -0.072819999999999982 -0.38124499999999995 -0.036839999999999991 -0.008624999999999999 -0.077289999999999984 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 29 6 11 -5 16 13 -6 12 27 22 15 -13 20 -14 -19 -20 -7 -17 28 24 -24 -11 -2 -1 -4 -3
right_child=1 2 9 7 10 8 -8 -9 -10 25 -12 14 17 -15 -16 21 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046537673374747525 0.00056622247631643336 0.00022740855254146835 0.00013555782019540852 0.00047790761040074521 0.00047308299397276569 0.00052259574027277574 0.00066696141875834645 0.0002700437892082275 0.00028193871554571624 7.792395342736491e-05 0.00027165483902482425 0.00064637616318480968 0.00067591545222055584 0.0002997972188156792 0.00032909237094880901 0.00050397427939234847 0.00035479285622545847 0.00055477547876944474 0.00040965428601960841 0.00052342229423321489 0.00045916334084119718 0.00038696401217738454 0.00017007214231045469 0.00010584569468226645 0.0003203041858520675 -7.2730198438626293e-05 0.00043391091931684343 0.00033537935607098776 -5.2338254059214722e-06 0.00031617914027115524
leaf_weight=40 50 191 22 37 71 183 79 60 26 34 30 21 23 32 24 123 27 1149 35 363 203 35 31 82 30 20 24 20 23 33
leaf_count=40 50 191 22 37 71 183 79 60 26 34 30 21 23 32 24 123 27 1149 35 363 203 35 31 82 30 20 24 20 23 33
internal_value=0 0.000254894 0.000221734 0.0005196 0.000294177 0.000526625 0.000539927 0.000349332 0.00046869 0.000135806 0.000413253 0.000534452 0.000541501 0.00016371 0.000477856 0.000497802 0.000480447 0.000546066 0.000544135 0.000513418 0.000489236 0.000478054 0.000140546 0.00016476 0.000243957 2.21261e-05 0.000523311 0.000422044 6.35976e-05 0.000240486
internal_weight=0 673 599 2448 325 2351 1912 97 439 274 101 1833 1630 220 203 179 413 1570 1547 398 386 158 188 143 61 54 74 60 45 224
internal_count=3121 673 599 2448 325 2351 1912 97 439 274 101 1833 1630 220 203 179 413 1570 1547 398 386 158 188 143 61 54 74 60 45 224
is_linear=0
shrinkage=0.00196078


Tree=8944
num_leaves=31
num_cat=0
split_feature=1 4 1 96 4 2 15 0 3 155 12 48 0 43 2 2 4 133 4 3 484 43 0 159 1 1 454 0 2 16
split_gain=0.112878 0.0422935 0.0263784 0.0231808 0.0234741 0.0253818 0.0240669 0.0290904 0.0270372 0.0223727 0.0199349 0.0262791 0.0189686 0.0265111 0.0419141 0.0364069 0.0393541 0.0404505 0.023216 0.0192009 0.0174037 0.026158 0.0166715 0.0166259 0.0161385 0.0403879 0.0156628 0.0153472 0.0149278 0.014508
threshold=0.096325000000000008 -0.008819999999999998 0.13743000000000002 0.088850000000000026 -0.0047449999999999992 0.13501500000000002 -0.089964999999999976 -0.10474999999999998 -0.0025099999999999996 0.12016500000000001 -1.0000000180025095e-35 0.083685000000000009 -0.074479999999999977 -0.084004999999999982 0.08734500000000002 0.097070000000000004 -0.07168999999999999 0.089405000000000012 -0.52556499999999995 0.092670000000000016 -0.064309999999999992 -0.041739999999999992 -0.14832499999999996 0.10477000000000002 0.090540000000000023 0.085345000000000018 -1.0000000180025095e-35 -0.062294999999999996 0.11144000000000001 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 10 4 -3 26 7 -7 27 12 11 -2 19 14 -14 -16 -17 -18 -15 22 23 28 29 -20 25 -23 -6 -9 -22 -1
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 -12 -13 13 18 15 16 17 -19 20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042290816159617278 -0.00058333197095500377 -0.0014737912369045345 0.00015772063534000313 -0.0017419424445688494 -0.00044721271377056842 0.0040507181239913086 -0.0024313173999655109 0.0039722024730872363 -0.0017973887837225838 0.00013469348661601543 0.0038003116782122318 0.0033020364417580468 -0.002391394575880397 0.0066016004864303847 0.0055137256486542073 -0.0024557747403741816 0.0049203145453551173 -0.00069394058858354886 -0.00071459578217140268 0.0015869751015667466 0.0036641475178085543 0.002735721657302714 0.0036176364361168362 0.0031771574545216385 0.00091441386113209379 0.0074988106498494744 0.0024275190880228199 0.00039598232950083917 0.0063970186845742714 0.0068425239296630025
leaf_weight=88 27 22 29 20 20 28 21 20 35 20 220 49 21 21 29 20 33 21 21 44 41 162 1572 23 35 20 362 30 39 28
leaf_count=88 27 22 29 20 20 28 21 20 35 20 220 49 21 21 29 20 33 21 21 44 41 162 1572 23 35 20 362 30 39 28
internal_value=0 0.00212913 0.00303598 0.00160095 0.00172523 0.00186162 0.000677443 0.00125518 0.000334293 0.00346432 0.00331797 0.00192171 0.00349434 0.00294227 0.00168033 0.00251049 0.00133354 0.00273699 0.00337454 0.00364925 0.0031758 0.00345078 0.00370301 0.00131973 0.00288096 0.00325914 0.00227701 0.00182647 0.00499642 0.00485991
internal_weight=0 883 325 558 538 516 134 113 85 2238 296 76 2218 486 124 103 74 54 362 1732 341 297 1688 44 217 182 382 50 80 116
internal_count=3121 883 325 558 538 516 134 113 85 2238 296 76 2218 486 124 103 74 54 362 1732 341 297 1688 44 217 182 382 50 80 116
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 2 1 1 2 49 12 4 4 50 150 1 1 3 1 2 2 157 40 16 15
split_gain=11.1212 1.75658 0.897855 0.877449 0.589306 0.586524 0.417055 0.305547 0.305154 0.373906 0.259413 0.251579 0.203049 0.235406 0.188786 0.159346 0.187164 0.151728 0.137852 0.128955 0.109611 0.106136 0.116741 0.100773 0.0909567 0.0863304 0.0832832 0.0824047 0.0726622 0.0718264
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 1.0000000180025095e-35 0.14122000000000004 0.092845000000000025 0.086920000000000011 0.090425000000000019 -0.054984999999999992 0.09141500000000001 -0.51843499999999987 0.0067750000000000006 0.041865000000000006 1.0000000180025095e-35 0.12408500000000001 0.076935000000000017 -0.10831999999999999 0.11910500000000002 0.31358000000000003 0.088930000000000023 -0.0066899999999999989 -0.077474999999999988 0.19444000000000003 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 27 12 -8 -10 19 -4 15 17 -2 16 -1 -14 24 21 -11 22 -6 -5 -7 29 -17 -3 -28 -18
right_child=1 5 11 23 10 18 8 -9 9 20 -12 -13 13 -15 -16 26 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00089869532222841303 0.00045912993743139153 0.00030270005748603247 0.00061144248661883747 0.0004247884076861078 0.00048679506560217489 0.00018825332480452322 0.00058908832757746795 0.00081422006359594887 0.00057773212622032517 0.00036617158711793862 0.00046613355648682936 0.0004058647414918965 0.00067619980631485033 0.00047347335010961765 0.00064616506288803417 0.00054672857125600183 0.00082764253684331174 0.00056106337758840303 0.00031168080162577232 0.00050521632814719004 0.0002552381028299746 0.00069700515569399686 0.00063190460792449555 0.00028899733959413654 4.3227048852788214e-05 0.00067480961665247925 0.00067872989848610267 0.00018714452206174665 0.00056604313621528787 0.0007139936462728008
leaf_weight=20 25 46 37 47 23 60 28 76 29 134 41 60 367 27 122 23 22 50 26 30 46 92 291 38 23 242 264 49 24 759
leaf_count=20 25 46 37 47 23 60 28 76 29 134 41 60 367 27 122 23 22 50 26 30 46 92 291 38 23 242 264 49 24 759
internal_value=0 0.000384549 0.000669151 0.000522661 0.000676779 0.000311891 0.000352864 0.000692441 0.000396864 0.000371111 0.000615247 0.000484281 0.000687294 0.000650906 0.000614356 0.000699226 0.000710841 0.000662394 0.000187093 0.000629269 0.000337822 0.000638436 0.000621276 0.000364082 0.000148065 0.000707168 0.000660272 0.000243098 0.000669339 0.000717195
internal_weight=0 673 2448 232 2351 441 332 1874 237 209 477 97 1798 444 147 1354 1043 417 109 436 180 406 314 85 83 1023 311 95 288 781
internal_count=3121 673 2448 232 2351 441 332 1874 237 209 477 97 1798 444 147 1354 1043 417 109 436 180 406 314 85 83 1023 311 95 288 781
is_linear=0
shrinkage=0.00196078


Tree=8946
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 14 2 1 4 0 49 123 15 150 1 50 0 156 3 15 3 47 2 15 1 4
split_gain=7.66559 1.33443 0.615214 0.600793 0.437182 0.365471 0.320805 0.271657 0.257006 0.199807 0.197952 0.184223 0.147169 0.156773 0.144634 0.128287 0.12747 0.105293 0.10356 0.0928558 0.0848727 0.13036 0.121474 0.0801614 0.0701361 0.0688809 0.0624915 0.0693066 0.0613539 0.0602603
threshold=0.10508500000000001 -0.053259999999999995 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.033845000000000007 -0.11173999999999999 -0.054984999999999992 0.10695000000000002 -0.097454999999999986 1.0000000180025095e-35 0.083345000000000016 0.041865000000000006 -0.079119999999999982 -1.0000000180025095e-35 -0.12711499999999995 -0.095869999999999983 -0.013929999999999998 0.090280000000000013 0.11411 -0.41942499999999994 0.10325000000000002 -0.073934999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 6 9 24 -8 -9 12 17 -5 13 16 -2 -10 -1 28 -14 -6 -15 -22 -23 -20 -3 -16 -4 -28 -7 -24
right_child=1 4 26 11 19 10 7 8 15 -11 -12 -13 18 20 25 -17 -18 -19 23 -21 21 22 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.000639645423730621 0.00041057339222992168 0.00029628110864637967 0.00040704546865031054 0.00055066029946163996 0.00013469132596515308 0.00055627289463438265 0.00053381001812288136 0.0005040172535354338 0.00032374106038187935 0.00070007387155721957 0.00041106188186991731 0.00037156774135178362 0.00057631240103910518 0.00061750171181969207 0.00062322433058114538 0.00016134916739512226 0.00046484633256714682 0.00043593098828129432 0.00053518784835058098 0.00027756249708364077 0.00072556791303594122 0.00047282037826684806 0.00060606531923624619 0.0003761176263390024 0.00018355690163203393 0.00052992998777578277 0.00036181539241690505 0.00022093679821666548 0.00066083742072210283 0.00055269000723081479
leaf_weight=23 25 32 31 34 73 348 29 29 171 79 41 63 108 1173 58 21 53 27 29 23 24 39 240 21 63 64 29 25 23 123
leaf_count=23 25 32 31 34 73 348 29 29 171 79 41 63 108 1173 58 21 53 27 29 23 24 39 240 21 63 64 29 25 23 123
internal_value=0 0.000349284 0.000469661 0.000585569 0.000285956 0.000591808 0.000318522 0.00035538 0.000331966 0.000603522 0.000540788 0.000434342 0.000599361 0.000604757 0.000546441 0.000305979 0.000517746 0.000554152 0.000542156 0.000168921 0.000608893 0.000585188 0.000576807 0.000468378 0.000221527 0.000574283 0.000336876 0.000296594 0.000562755 0.000587979
internal_weight=0 673 232 2448 441 2351 345 250 221 1912 439 97 1833 1675 147 192 76 398 158 96 1599 426 402 50 95 122 85 54 371 363
internal_count=3121 673 232 2448 441 2351 345 250 221 1912 439 97 1833 1675 147 192 76 398 158 96 1599 426 402 50 95 122 85 54 371 363
is_linear=0
shrinkage=0.00196078


Tree=8947
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 2 4 1 13 0 1 4 3 15 4 0 475 10 150 0 15 47 4 12 3 160
split_gain=5.64433 0.93083 0.588543 0.466573 0.328044 0.284458 0.203705 0.179662 0.177324 0.156214 0.139655 0.12103 0.111881 0.109394 0.149671 0.113221 0.0841079 0.0747637 0.0745309 0.08022 0.072595 0.0669941 0.0649596 0.0645193 0.0835201 0.0623651 0.0575578 0.0570087 0.0563221 0.0702959
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.17025000000000004 0.40473500000000007 0.14285500000000004 0.40124500000000002 0.092845000000000025 -0.28558999999999996 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 0.12745000000000004 -0.095869999999999983 -0.55119499999999988 -0.079119999999999982 -0.07675499999999999 -0.38124499999999995 1.0000000180025095e-35 -0.15202999999999997 -0.03241999999999999 0.090100000000000013 -0.036839999999999991 0.11734000000000001 -0.097174999999999984 -0.016279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 25 6 13 10 -6 20 12 -5 -4 14 23 18 -14 -16 -15 -20 -7 -9 27 -1 -25 -3 -2 -22 29 -21
right_child=1 2 7 11 8 9 -8 21 -10 -11 -12 -13 16 15 17 -17 -18 -19 19 28 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00054745349813910087 0.00048710650600054686 0.00021663357374441915 0.00012037858463433163 0.00039943608948413064 0.00041862764133171823 0.00048310428288821956 0.0005603179375570646 0.00010080719013529752 0.00024282389215431085 0.00028833786700840512 0.00013523127634863495 0.00025684690145544368 0.00021597541124273128 0.00058151988589129192 0.00041933603464083498 0.00040039656760167732 0.00036256119092153998 0.00027769656094527343 0.00047214762705337311 0.00029177670905768284 0.00042397776055690323 -4.2210713111083297e-05 0.00031887753643070304 0.00048611251079067795 0.00033593264962333483 0.0003102011633053931 0.00037028918992362771 0.0003426168986537435 0.00045118221763719272 0.00042719973814712856
leaf_weight=23 50 190 23 37 71 57 76 34 32 39 136 60 34 21 23 110 27 38 1141 20 315 20 29 35 24 32 24 37 307 56
leaf_count=23 50 190 23 37 71 57 76 34 32 39 136 60 34 21 23 110 27 38 1141 20 315 20 29 35 24 32 24 37 307 56
internal_value=0 0.00024175 0.000216119 0.000444504 0.000272553 0.000450003 0.000460884 0.000149181 0.000364009 0.000407252 0.000174057 0.000311237 0.000236917 0.000456681 0.00040465 0.000461177 0.000280858 0.000331102 0.000465504 0.000463906 0.000417841 4.78376e-05 0.000408077 0.000459363 0.000425022 0.000230121 0.00044922 0.000415426 0.000439352 0.000391562
internal_weight=0 673 599 2448 325 2351 1874 274 103 477 220 97 84 1798 143 1655 61 61 1545 1524 438 54 381 82 59 222 74 352 383 76
internal_count=3121 673 599 2448 325 2351 1874 274 103 477 220 97 84 1798 143 1655 61 61 1545 1524 438 54 381 82 59 222 74 352 383 76
is_linear=0
shrinkage=0.00196078


Tree=8948
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 14 2 4 1 3 48 15 10 14 47 2 13 52 1 48 52 475 15 160 131
split_gain=7.31373 1.22231 0.744864 0.558592 0.476242 0.36211 0.246197 0.230931 0.194916 0.162809 0.15748 0.128696 0.156837 0.119328 0.13844 0.091243 0.0800101 0.0891647 0.0774857 0.0723641 0.0701443 0.0623525 0.0604616 0.0523996 0.0511809 0.0459207 0.0470549 0.0467967 0.0412409 0.038642
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.14122000000000004 0.11474000000000002 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 0.085760000000000017 -0.11171999999999999 -0.015314999999999997 -0.41942499999999994 -0.39453499999999991 0.062655000000000016 0.090100000000000013 0.086000000000000007 -0.0062949999999999994 -0.56176499999999996 0.11588000000000001 0.097500000000000017 0.26521500000000003 -0.088274999999999978 -0.077844999999999984 -0.072884999999999991 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 19 10 11 15 23 -5 13 12 -4 25 -15 -7 -13 -18 22 -3 -16 28 -17 -6 -24 26 -1 -27 -14 -2
right_child=1 2 6 9 8 7 -8 -9 -10 -11 -12 16 21 14 20 18 17 -19 -20 -21 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00043971362953167933 0.0005155357760130364 0.00021898502767493544 0.00026347999833067697 0.00044485167165167602 0.00048869662484861312 0.00035479159500705553 0.00030200466746732916 0.00030950923174813866 0.00024804482840529754 0.00027648932809213635 0.00060130470932463081 0.00014146772309151642 0.00016957681302596876 0.00031465681151066928 0.00048857154418194791 0.00054212648511757901 0.00011484764400975855 -4.6305681446836118e-05 0.00057973972390573507 0.00031977471131968365 0.00039587410568606618 0.00020086391909988414 0.00046386293133981538 0.00038533581379829806 0.00041118918425358218 0.00050591136268874845 0.00051731857399536546 0.00038346473882400911 6.9437643440894539e-05 0.00041464222850752812
leaf_weight=31 54 190 40 34 44 30 34 41 26 63 62 32 21 20 408 34 22 33 22 32 34 28 570 33 81 28 969 21 64 20
leaf_count=31 54 190 40 34 44 30 34 41 26 63 62 32 21 20 408 34 22 33 22 32 34 28 570 33 81 28 969 21 64 20
internal_value=0 0.000250523 0.000221152 0.000481321 0.00028464 0.000487337 0.000145847 0.000452736 0.000394834 0.000335503 0.000504451 0.000123725 0.000157964 0.000500477 0.000474221 0.000460704 6.35118e-05 1.81556e-05 0.000465198 0.000233513 0.000481441 0.000120613 0.000461519 0.000444399 0.000457309 0.000512041 0.000514913 0.000453434 9.41779e-05 0.000488267
internal_weight=0 673 599 2448 325 2351 274 778 103 97 1573 240 153 1511 462 737 87 55 707 222 442 113 685 77 651 1049 1000 49 85 74
internal_count=3121 673 599 2448 325 2351 274 778 103 97 1573 240 153 1511 462 737 87 55 707 222 442 113 685 77 651 1049 1000 49 85 74
is_linear=0
shrinkage=0.00196078


Tree=8949
num_leaves=31
num_cat=0
split_feature=1 3 0 402 12 2 133 2 1212 133 52 12 12 51 45 48 96 0 15 43 2 43 2 49 484 151 160 160 133 52
split_gain=0.219325 0.0523481 0.0319235 0.0266521 0.0266158 0.0235823 0.0232012 0.0319792 0.02468 0.0222007 0.0241521 0.0220645 0.0264068 0.0207392 0.0198783 0.0196416 0.0215805 0.020143 0.0195376 0.0217084 0.0265369 0.0191544 0.0170743 0.01678 0.017938 0.015998 0.0231634 0.0209759 0.0195554 0.0339278
threshold=0.10337500000000001 -0.049509999999999992 0.089620000000000019 0.081585000000000019 0.097825000000000009 0.090175000000000019 0.017095000000000003 0.13093500000000002 0.086310000000000012 0.087985000000000022 -0.099454999999999974 0.10589000000000003 0.11650500000000001 -0.096089999999999981 0.10526500000000001 -0.080024999999999985 0.087655000000000025 -0.036484999999999997 1.0000000180025095e-35 -0.025214999999999998 0.11362000000000001 -0.072864999999999985 -0.13033999999999998 0.10347500000000003 -0.063689999999999983 -0.087374999999999994 0.030480000000000004 0.095580000000000012 -1.0000000180025095e-35 -0.51296999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 11 14 22 7 8 13 10 -8 21 -13 -7 15 -3 17 18 19 -17 -21 -2 -1 -11 -25 -15 28 -28 -27 -30
right_child=1 2 -4 -5 -6 6 9 -9 -10 23 -12 12 -14 25 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0023543547135583751 0.0037847101724401001 0.0053729732014471667 -0.0017008694465316478 0.00063192369466971449 -0.00075007160021751018 0.0053553053247113085 0.0089005626719444991 -2.2634267807006836e-05 0.0062616088626268529 0.0049126952933392842 0.005292892417067682 0.0011578690517845369 0.0048288797636309435 0.0010243784772076955 0.005347595416495334 0.0012273717510233048 -0.00088172120786938742 0.0044007871621510103 -0.00087873267087464546 0.004913550252283184 0.0021729545563752965 0.0059799099592285684 0.0050440336646085243 0.00076800296526579638 0.0041175129136188761 0.0041627456198893341 0.0071724450099281967 0.0038531191652006608 0.0056285455805697932 0.0016862158351087647
leaf_weight=24 80 20 21 23 27 74 25 20 46 264 72 43 36 24 23 115 22 42 21 51 115 79 1422 21 67 124 32 47 27 114
leaf_count=24 80 20 21 23 27 74 25 20 46 264 72 43 36 24 23 115 22 42 21 51 115 79 1422 21 67 124 32 47 27 114
internal_value=0 0.00275271 0.00210743 0.00388257 0.00229085 0.00474454 0.00435947 0.00389656 0.00405719 0.0048832 0.0062227 0.00419671 0.00283073 0.00382777 0.0024916 0.00232142 0.00215467 0.00234886 0.00206349 0.00228338 0.00301494 0.00487541 0.00499939 0.00451407 0.0033182 0.0035206 0.00369475 0.00519766 0.00324672 0.00244113
internal_weight=0 718 457 261 436 2403 957 508 488 449 97 238 79 442 409 386 366 344 302 281 166 159 1446 352 88 368 344 79 265 141
internal_count=3121 718 457 261 436 2403 957 508 488 449 97 238 79 442 409 386 366 344 302 281 166 159 1446 352 88 368 344 79 265 141
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=31
num_cat=0
split_feature=1 4 155 157 2 12 2 391 147 15 47 13 1447 1212 2 3 42 42 42 42 160 2 160 481 13 4 0 0 0 42
split_gain=0.178374 0.0473362 0.0304777 0.0266147 0.0207056 0.0200638 0.0193562 0.0220454 0.0186318 0.0193325 0.0228244 0.0191591 0.0183033 0.0179065 0.0170854 0.0169513 0.0163014 0.0353351 0.0329378 0.0307358 0.02947 0.0258036 0.0244284 0.0345741 0.0204589 0.0192083 0.021735 0.0309123 0.0283628 0.0182638
threshold=0.10293500000000001 0.26790000000000008 0.10158500000000002 -0.09416999999999999 0.25063000000000007 0.093965000000000007 0.090175000000000019 -1.0000000180025095e-35 0.094075000000000006 -0.077219999999999983 0.085505000000000012 -0.11122999999999998 -0.082954999999999987 0.13592000000000001 0.15109000000000003 -0.14186499999999996 0.086555000000000007 0.085730000000000015 0.084835000000000008 0.087195000000000009 -0.077459999999999987 0.084550000000000014 -0.54784999999999984 -0.086219999999999977 -0.085744999999999988 0.0067750000000000006 -0.092404999999999973 -0.088099999999999984 -0.086409999999999987 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -4 16 -8 9 10 -5 -11 -9 14 15 -14 17 18 29 24 -19 -20 -21 -24 -18 26 -25 -28 -29 -1
right_child=1 4 5 8 -6 -7 7 12 -10 11 -12 -13 13 -15 -16 -17 19 20 21 22 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=0.0047018463338044346 -0.00071114840218797334 0.0018150084532466062 0.0078184763155877603 0.0013279325834619591 -0.0012382086230597149 0.0040245873949733444 0.00064179765991866599 0.0060371888404049633 8.867107622791083e-05 0.0013955350257456303 0.0039630655583028718 0.004393024898238544 0.005409574990763384 0.0066544075213048771 0.00093850323930382744 0.0037628085276440073 0.0036427292367443445 0.0042721102578798312 -0.0003099358640611172 0.0075239536733451217 0.0091654117479265558 0.0038125584643889203 0.00094603836514579604 0.0066702590389121769 -0.0008804261733894236 0.0013466854603029789 0.0014893035462591798 0.0070335388321127101 0.0041966816126341108 0.0076220336031507371
leaf_weight=809 20 298 20 84 24 46 20 42 20 25 54 145 68 23 20 774 20 20 22 22 32 49 32 42 20 20 36 41 251 22
leaf_count=809 20 298 20 84 24 46 20 42 20 25 54 145 68 23 20 774 20 20 22 22 32 49 32 42 20 20 36 41 251 22
internal_value=0 0.00249679 0.00320406 0.0028304 0.00158744 0.00517425 0.00427764 0.00392659 0.00304635 0.00323841 0.00235907 0.00395222 0.00399746 0.00390066 0.00382719 0.0038958 0.00450883 0.00474865 0.00460252 0.00403613 0.00728337 0.00253517 0.00427532 0.00410596 0.00138115 0.00436524 0.0045284 0.00425414 0.00459501 0.00477916
internal_weight=0 736 414 348 322 66 2385 947 328 308 138 170 927 885 862 842 1438 954 902 484 52 71 444 422 40 390 370 328 292 831
internal_count=3121 736 414 348 322 66 2385 947 328 308 138 170 927 885 862 842 1438 954 902 484 52 71 444 422 40 390 370 328 292 831
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 2 159 3 4 2 4 47 4 3 14 0 47 132 4 3 0 12 1 43 2 49 16
split_gain=7.05232 0.939384 0.830687 0.632311 0.413611 0.302083 0.229179 0.220606 0.191151 0.190044 0.175229 0.161744 0.135415 0.155276 0.134106 0.111815 0.145038 0.101106 0.102996 0.0979379 0.0968462 0.0822312 0.0796624 0.0775797 0.115877 0.0699534 0.0697805 0.0695228 0.0655988 0.0629848
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.092390000000000014 0.088725000000000012 0.090285000000000018 -0.17966999999999997 0.11474000000000002 -1.0000000180025095e-35 -0.11171999999999999 0.033845000000000007 0.14753000000000002 0.42051500000000003 0.077555000000000013 -0.064054999999999987 0.092670000000000016 0.076175000000000007 -0.13027499999999997 0.091680000000000011 0.08764000000000001 -0.036839999999999991 -0.13309499999999996 -0.10011499999999998 0.13597000000000004 0.10124500000000002 -0.080954999999999985 0.11177500000000001 -0.061079999999999988 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 5 10 26 17 -6 -7 -5 -1 23 13 -11 15 -12 -17 18 -4 25 -14 -2 -13 -8 -25 28 -3 -28 -9 -27
right_child=1 3 6 9 7 8 11 19 -10 12 14 22 20 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.00032607502013242621 0.00058527791355009249 0.00019548578617792185 0.0004135603894741317 0.0003333559306127723 0.00051489254898008175 0.00046454206206440144 0.00060548379627707735 0.00041468805674131274 0.00025430098779416954 0.00026735555224927587 0.00054792741271836754 0.00032810008724634888 6.1932525513380644e-05 0.00014155043696446136 0.00061357254345043033 0.00047411681791091441 0.00029794491110319763 0.00062699923109190141 0.00053618578765467326 0.00042519316897220356 0.00021375395439349524 0.00042828255652974833 0.00045704351329043801 0.00050826525009142309 0.00037254197632565216 0.00034925453198837936 0.00037650468409465988 0.00026386132448348365 0.00028113693038920337 0.00022335687246831024
leaf_weight=26 29 44 27 26 28 60 30 31 23 63 56 21 70 94 32 98 22 46 1068 31 21 23 150 742 25 22 26 111 26 50
leaf_count=26 29 44 27 26 28 60 30 31 23 63 56 21 70 94 32 98 22 46 1068 31 21 23 150 742 25 22 26 111 26 50
internal_value=0 0.000264177 0.000502229 0.000239853 0.000422817 0.000308335 0.000518119 0.000354331 0.000406282 0.00017387 0.00047784 0.000495927 0.00015715 0.000192033 0.00049681 0.000475581 0.000441819 0.000536945 0.000533162 0.000326233 9.69682e-05 0.000515838 0.000441208 0.000507667 0.000503841 0.000302452 0.00026342 0.000285239 0.00035377 0.000261826
internal_weight=0 590 2531 538 422 264 2109 188 83 274 234 968 248 157 208 176 120 1141 1095 160 91 52 171 797 767 129 181 137 57 72
internal_count=3121 590 2531 538 422 264 2109 188 83 274 234 968 248 157 208 176 120 1141 1095 160 91 52 171 797 767 129 181 137 57 72
is_linear=0
shrinkage=0.00196078


Tree=8952
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 1 2 2 2 1 14 13 1 1 11 1 150 52 52 3 4 15 43 2 147 12 52 4 0 3
split_gain=11.2302 1.43589 1.19875 1.07992 0.795422 0.563151 0.535657 0.367584 0.355837 0.300113 0.21918 0.219168 0.194402 0.168175 0.15874 0.207181 0.241909 0.138323 0.124339 0.117321 0.115197 0.113842 0.111033 0.102538 0.0817253 0.0786331 0.0736442 0.127936 0.107676 0.0792981
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.36766000000000004 0.13075500000000004 0.14122000000000004 0.089885000000000007 0.14285500000000004 0.092845000000000025 0.076175000000000007 -0.00096999999999999983 0.15964000000000003 0.091450000000000017 1.0000000180025095e-35 0.088975000000000012 0.081835000000000019 -0.057699999999999994 -0.52606999999999993 -0.11171999999999999 0.024790000000000003 0.024640000000000006 0.016310000000000002 -1.0000000180025095e-35 0.088610000000000008 0.090285000000000018 0.40674500000000008 -0.50690499999999983 -0.070154999999999981 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 24 7 10 11 -4 13 17 -7 26 15 19 -17 -5 -2 22 -13 -16 -9 -15 -3 -21 27 -1 29 -29
right_child=1 5 9 8 -6 12 -8 14 -10 -11 -12 20 -14 23 21 16 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00086382230654119812 0.00073551309793269258 0.00038391055131796746 0.00061557408921700902 0.00030863575226612621 0.0004215207627785751 0.00022218571066168801 0.00046249031343567262 0.000650431081576891 0.00022289213081556181 0.00039929394690674263 0.00082647301019890388 0.00058891932148726382 4.3582439342635843e-05 0.00052747857854859288 0.00069173139411639534 0.00061793485121824736 0.00036611468111183128 0.00046059418179461987 0.00058319169687095032 0.00069682097636368306 0.00041028407393602968 0.00084021169483964654 0.00046277546428422875 0.00066834140007772955 0.00025061511458093381 0.00065158212736410217 0.00061733529361244891 0.00071877503713469793 0.00060074006198156701 0.0006023531552572486
leaf_weight=22 28 112 37 61 45 122 41 27 44 74 58 35 29 22 75 55 20 37 78 213 23 27 22 205 21 482 30 1021 32 23
leaf_count=22 28 112 37 61 45 122 41 27 44 74 58 35 29 22 75 55 20 37 78 213 23 27 22 205 21 482 30 1021 32 23
internal_value=0 0.000370236 0.000670635 0.000463425 0.000679774 0.000269829 0.000684668 0.000688571 0.000378624 0.000471387 0.000708437 0.000422548 0.000187884 0.000703384 0.000658092 0.000649007 0.000550783 0.000366008 0.000623428 0.000658909 0.000518081 0.000731035 0.000566178 0.000654689 0.000362864 0.000665447 0.000713184 0.000715803 0.000712776 0.00071621
internal_weight=0 590 2531 306 2420 284 2375 2334 200 111 1413 156 151 1355 921 819 75 98 106 744 58 102 49 227 133 695 1128 1098 1076 1044
internal_count=3121 590 2531 306 2420 284 2375 2334 200 111 1413 156 151 1355 921 819 75 98 106 744 58 102 49 227 133 695 1128 1098 1076 1044
is_linear=0
shrinkage=0.00196078


Tree=8953
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 2 4 2 2 2 47 14 47 4 52 1 50 2 51 49 1 3 474 1 16 42 1 4
split_gain=23.8346 2.96332 2.65284 1.59938 1.42415 1.06971 0.780353 0.718058 0.639538 0.558215 0.418767 0.417453 0.396378 0.34981 0.346357 0.276746 0.25453 0.236675 0.230086 0.218841 0.1859 0.182451 0.16126 0.159371 0.150589 0.141734 0.140947 0.129642 0.118797 0.137463
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.31534000000000006 -0.025214999999999998 0.091265000000000013 -0.15464999999999998 0.11177500000000001 0.11704500000000001 0.13501500000000002 0.091680000000000011 0.076175000000000007 0.077555000000000013 0.24564500000000003 0.048770000000000008 0.12205500000000001 0.090980000000000019 0.11389000000000002 -0.096089999999999981 -0.063424999999999981 0.10089500000000001 -0.14847999999999997 0.084410000000000013 0.13075500000000004 -0.039889999999999988 0.086555000000000007 0.090840000000000018 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 14 6 17 13 -6 -8 -2 23 21 15 19 27 -7 -3 -11 20 -1 22 -10 28 26 -5 -22 -4 -9 -30
right_child=1 5 7 25 8 16 9 11 12 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00099215862505576185 0.00087000659667916581 0.0004165771651886521 0.0009736968280939166 0.00050794238671454986 0.00087655578507762661 0.00010609722611826589 0.00073486604382763578 0.0011007668173947586 0.00071271451762299127 0.00041589932120557316 0.00055783883613698632 0.00068145992898663071 0.00078073641701184972 0.0011288663234247272 0.0010465041378966901 0.00073687028996447185 0.00032045674438329437 0.00026440536685818353 0.00063959181096252056 0.00064046324175946843 0.00079320268992449396 0.00046259389262794738 0.00050173491228310051 0.00088341806803753325 0.00066909808884648716 0.00032712428478122343 0.00092453539581654771 0.00093371800670157435 0.00098691933409886267 0.00079511822730887174
leaf_weight=32 95 71 826 50 35 57 38 21 30 90 20 37 31 46 35 22 34 88 22 20 70 66 26 585 20 25 57 501 51 20
leaf_count=32 95 71 826 50 35 57 38 21 30 90 20 37 31 46 35 22 34 88 22 20 70 66 26 585 20 25 57 501 51 20
internal_value=0 0.000468809 0.000906441 0.000670435 0.000764528 0.000373036 0.000428063 0.000934837 0.000637447 0.000529512 0.000815717 0.000884265 0.000582749 0.000960721 0.000866627 0.000954987 0.000186188 0.000332356 0.000459839 0.00083499 0.000856725 0.00053244 0.00061476 0.000895348 0.000827243 0.00044767 0.000852147 0.000958603 0.00097121 0.000932891
internal_weight=0 590 2531 190 422 400 309 2109 188 150 115 714 153 1395 234 1349 91 159 112 199 179 122 56 677 147 75 127 1327 92 71
internal_count=3121 590 2531 190 422 400 309 2109 188 150 115 714 153 1395 234 1349 91 159 112 199 179 122 56 677 147 75 127 1327 92 71
is_linear=0
shrinkage=0.00196078


Tree=8954
num_leaves=31
num_cat=0
split_feature=1 52 52 3 0 454 47 48 133 51 14 12 3 39 40 16 156 14 3 3 0 157 157 132 1 1 16 51 4 51
split_gain=0.297772 0.0795719 0.0483769 0.0380438 0.0286123 0.0273608 0.0255454 0.0307807 0.028523 0.0254381 0.0263086 0.025431 0.0263956 0.0252892 0.024821 0.0235925 0.0442647 0.0282316 0.034495 0.0317971 0.0261205 0.0243361 0.0677634 0.0225479 0.022756 0.0220878 0.020897 0.0292752 0.0206879 0.0202735
threshold=0.10124500000000002 -0.40967499999999996 0.19022000000000003 0.31370500000000007 0.22582000000000002 -0.037229999999999992 0.078345000000000012 -0.080024999999999985 0.086990000000000012 0.10532000000000001 -0.47013499999999991 0.11734000000000001 0.099930000000000005 1.0000000180025095e-35 -0.063404999999999989 0.013515000000000001 -0.031569999999999994 0.062655000000000016 -0.14989499999999997 0.090900000000000009 -0.055064999999999996 -0.085154999999999995 -0.081364999999999979 0.10365500000000001 0.13604000000000002 0.082005000000000008 -0.42170999999999997 -0.070119999999999974 0.015030000000000002 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 15 -3 7 -7 13 10 -9 12 14 -8 -12 17 20 18 -1 28 -17 -18 -23 24 -5 -19 -16 -28 29 -20
right_child=1 2 -4 23 -6 6 8 9 -10 -11 11 -13 -14 -15 26 16 21 25 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016022497150559156 0.0058500462474173629 -0.00070472300198161971 0.0053602299014396592 0.0019168505848695836 0.0017444014665670693 0.0062996182490182538 0.0043306553885877992 0.0053349117088752488 0.0015024695489466047 0.0049604284922275437 0.0022571529263252753 0.0047533057862892752 0.0036479123117169367 0.0083970090316142897 0.0018175288345827182 0.0056827685575828787 0.0074760688227359902 0.0061995310883503412 0.0059543893603252601 0.0032437592942957194 0.0098423432845335737 -0.0011557693504506633 0.0046784021009039986 0.0031331570449702703 -0.0017074560726674775 0.0098615630596343967 0.0020373457852243025 -0.0023678710431947066 0.0049104040930556484 0.0033692143012529182
leaf_weight=21 102 20 69 30 20 22 65 24 26 36 98 28 50 20 43 36 27 40 1415 52 26 21 383 29 41 28 22 48 248 31
leaf_count=21 102 20 69 30 20 22 65 24 26 36 98 28 50 20 43 36 27 40 1415 52 26 21 383 29 41 28 22 48 248 31
internal_value=0 0.00324778 0.00285221 0.00256474 0.0055106 0.00291955 0.00306993 0.00267173 0.00440087 0.00244304 0.0021535 0.0018893 0.00158205 0.00528744 0.0010925 0.00554296 0.00492879 0.00570796 0.00563102 0.00567947 0.00742711 0.0045694 0.00437514 0.000783614 -0.000176059 0.00770743 8.24561e-05 -0.000983374 0.00575424 0.00589897
internal_weight=0 773 671 602 2348 502 482 371 111 349 313 289 261 85 211 2328 493 1835 1767 1746 62 431 404 100 71 68 113 70 1694 1446
internal_count=3121 773 671 602 2348 502 482 371 111 349 313 289 261 85 211 2328 493 1835 1767 1746 62 431 404 100 71 68 113 70 1694 1446
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 47 2 42 1 0 1 52 15 159 1 49 2 106 3 132 39 52 12 133 2 0
split_gain=15.1849 2.59834 1.46962 1.38856 1.09381 0.671947 0.58532 0.487551 0.461148 0.459015 0.372238 0.357616 0.190581 0.175751 0.164125 0.132767 0.124811 0.144322 0.171632 0.185482 0.121998 0.128012 0.149778 0.137083 0.119742 0.11214 0.0992489 0.102227 0.0932065 0.090675
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.13082500000000002 0.089885000000000007 -0.0060199999999999993 0.085345000000000018 -0.097274999999999986 0.16540500000000002 -0.56176499999999996 1.0000000180025095e-35 0.082585000000000006 0.083345000000000016 -1.0000000180025095e-35 0.14122000000000004 0.087690000000000004 0.31299000000000005 0.08696000000000001 0.084780000000000008 -0.16675999999999999 0.095780000000000018 0.047850000000000011 -0.0091949999999999983 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 8 -6 10 14 12 -5 29 -14 -4 -12 17 18 26 -20 21 22 23 -3 -13 -10 27 -17 -26 -1
right_child=1 2 9 11 7 -7 -8 -9 25 -11 15 24 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00097738769124535948 0.00081979438716026673 0.00048955272444137926 0.00027129465305349891 0.00078750828051949568 0.00073288028818363211 0.00057746212673830046 0.00050724991262446047 0.00046656663541749018 0.00082838153411798616 0.00052762602373036143 0.00088134924700577024 0.00038540102446170719 0.00069019093598220865 0.00081129797837016971 8.9941546984959847e-05 0.00072931951232465522 0.00080735443033513985 0.00081809057178450564 0.00049851547292501745 0.00072474709190082254 0.00030607385936747092 0.00029172024817443362 0.00032924537304003043 0.00032204721204720846 0.00045030506601666703 0.00099628020960101536 0.00071604348089883494 0.00081438297120324011 0.00062093866861187943 0.00084383735822496776
leaf_weight=20 71 178 150 22 82 48 24 39 20 26 45 23 52 404 22 90 260 112 22 38 30 21 33 21 20 65 153 137 32 861
leaf_count=20 71 178 150 22 82 48 24 39 20 26 45 23 52 404 22 90 260 112 22 38 30 21 33 21 20 65 153 137 32 861
internal_value=0 0.000465031 0.00042319 0.00079759 0.000491013 0.000807076 0.000811861 0.000647044 0.000815069 0.000284804 0.000809579 0.000567686 0.000830027 0.000797488 0.000248098 0.000777679 0.000771933 0.00075525 0.000739254 0.000641795 0.0004243 0.000438319 0.000451588 0.000471876 0.000503205 0.000956775 0.000754642 0.000780657 0.00055531 0.000846869
internal_weight=0 673 602 2448 404 2351 2303 121 2279 198 2194 97 1337 456 172 857 812 552 440 60 283 253 232 199 75 85 380 227 52 881
internal_count=3121 673 602 2448 404 2351 2303 121 2279 198 2194 97 1337 456 172 857 812 552 440 60 283 253 232 199 75 85 380 227 52 881
is_linear=0
shrinkage=0.00196078


Tree=8956
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 47 1 2 2 4 0 0 11 3 1 160 47 49 52 13 16 159 15 10 3 4
split_gain=11.8506 1.88517 1.18208 0.966618 0.723621 0.575536 0.468877 0.355299 0.323129 0.313149 0.271972 0.264097 0.182686 0.161867 0.111513 0.108027 0.100061 0.124468 0.0997969 0.0868771 0.0846551 0.0820966 0.0768734 0.0634812 0.0603824 0.0572123 0.0568997 0.0814252 0.0537938 0.0531083
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.14838000000000004 0.27834500000000006 -0.22491999999999998 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.091450000000000017 -1.0000000180025095e-35 0.090100000000000013 0.097940000000000013 -0.16675999999999999 -0.117405 0.11346000000000002 0.0089800000000000019 -0.40580499999999992 -0.39453499999999991 -0.016324999999999996 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 20 6 7 11 -6 12 -5 18 13 -4 -13 16 17 -16 -1 -15 -3 23 -9 -19 -7 -25 -14 -28 -21 -2
right_child=1 2 9 10 8 24 -8 22 -10 -11 -12 14 26 19 15 -17 -18 21 -20 28 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00061393333992916424 0.00061686059832572935 0.00025074641828724191 0.00027440095379136214 0.00052851362748988903 0.00053859651623691391 0.00031044074877826876 0.0003187119716160559 0.00061229585049053033 0.00029588608947746892 0.00032998877995074947 0.00031090884655250262 0.00043851676124459862 0.00011864348600150908 0.0002216238485880537 0.00045131667068711034 0.00042420248994055914 0.00064577254467301543 0.00047257411056289485 0.00056737660666028545 0.00016568020241809826 0.00035829551548952158 0.00053100202808050606 0.00075130894487979367 0.00057630025210258303 0.00045001573840723955 0.00063237567904596487 0.00010410387520018448 -5.408795717335416e-05 6.2460336550313193e-05 0.0005046494012954188
leaf_weight=1127 50 191 41 34 71 26 24 20 30 34 63 27 33 30 36 20 62 20 210 30 33 164 65 445 22 83 22 29 55 24
leaf_count=1127 50 191 41 34 71 26 24 20 30 34 63 27 33 30 36 20 62 20 210 30 33 164 65 445 22 83 22 29 55 24
internal_value=0 0.000285214 0.000248739 0.000579002 0.000328718 0.000586916 0.000591345 0.000594216 0.000466504 0.000153874 0.000387183 0.000589397 0.000128924 0.000168621 0.000562527 0.000566561 0.000570076 0.000563802 0.000606621 0.000130908 0.000266591 0.00056949 0.0007186 0.000581008 0.000374413 0.000585115 5.5202e-05 1.41517e-05 9.88909e-05 0.000580468
internal_weight=0 673 599 2448 325 2351 2303 2279 101 274 97 2194 240 156 857 830 810 748 1337 115 224 712 85 548 48 528 84 51 85 74
internal_count=3121 673 599 2448 325 2351 2303 2279 101 274 97 2194 240 156 857 830 810 748 1337 115 224 712 85 548 48 528 84 51 85 74
is_linear=0
shrinkage=0.00196078


Tree=8957
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 4 14 2 50 160 1 43 3 2 41 42 43 0 151 0 16 0 13 1 39 4 0 16 3 42
split_gain=0.360605 0.0624468 0.0476447 0.0478554 0.0368709 0.0517416 0.033135 0.0330414 0.0313481 0.0308312 0.0280642 0.0243543 0.0259645 0.0255566 0.0220519 0.0216722 0.021347 0.0314023 0.0221009 0.0199886 0.0236042 0.019699 0.0196455 0.0194904 0.0173622 0.0244916 0.0625487 0.0434726 0.0302308 0.0227264
threshold=0.10920500000000001 -0.053259999999999995 0.096325000000000008 -0.17966999999999997 0.10644500000000001 -0.069389999999999993 0.062655000000000016 0.11411 0.088895000000000016 -0.077609999999999985 0.14262000000000002 -0.070064999999999975 0.31299000000000005 0.11474000000000002 0.081560000000000007 0.096450000000000022 -0.080324999999999994 -0.078244999999999995 -0.030624999999999996 -0.076899999999999982 -0.29154999999999992 1.0000000180025095e-35 -0.010739999999999998 0.12040000000000002 0.08456000000000001 -0.39518999999999993 -0.06563999999999999 0.25084500000000004 -0.13927999999999999 -0.081159999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 6 -6 14 23 9 -5 11 22 13 -13 24 16 -11 18 -18 20 -7 -12 -3 -2 25 27 -27 28 -1 -26
right_child=1 10 3 8 5 19 -8 -9 -10 15 21 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.01276157232001424 0.0068553773848901677 0.0025953375266196776 0.0069079022866355465 0.0067529182209490023 0.0011004134693423347 0.0060188335040584212 0.0081546714832355458 0.0029331571492366496 0.0063816123190918008 0.0040124389535776571 0.0016963398213394815 0.0065738843999018793 0.001926136335971514 0.0034045829657652696 0.0037902641526306978 0.0058563712431350728 2.9781574002382428e-05 -0.0018710275017656385 0.003883407700746118 0.005896238873754827 0.0013215129213083698 -0.0016118126319876564 -0.00034153937389526297 0.0041125052822446216 0.0065931333554908635 0.0062278471712801254 0.0025290033373823193 0.0052278351567282867 0.007774859656684942 0.0019355194000209765
leaf_weight=20 63 69 79 26 31 20 83 70 48 64 72 38 63 77 40 24 22 20 46 188 23 24 34 44 20 1676 47 37 31 22
leaf_count=20 63 69 79 26 31 20 83 70 48 64 72 38 63 77 40 24 22 20 46 188 23 24 34 44 20 1676 47 37 31 22
internal_value=0 0.0030729 0.00588606 0.00476243 0.00605125 0.00493655 0.00619904 0.00462237 0.00408445 0.0035386 0.00234543 0.00284973 0.0035579 0.00445183 0.0061133 0.00306375 0.00262281 0.00161217 0.00263665 0.00545136 0.00350631 0.000869302 0.00162588 0.00572747 0.00616344 0.00621006 0.00612695 0.0078373 0.00973043 0.00415343
internal_weight=0 554 2567 329 2238 262 1976 177 250 202 377 281 178 115 1893 176 152 88 68 231 43 96 103 107 1853 1811 1723 88 51 42
internal_count=3121 554 2567 329 2238 262 1976 177 250 202 377 281 178 115 1893 176 152 88 68 231 43 96 103 107 1853 1811 1723 88 51 42
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=31
num_cat=0
split_feature=1 3 4 2 2 2 2 4 39 1 12 3 3 16 51 11 4 4 1375 1 0 16 52 12 1428 2 133 133 133 4
split_gain=0.292171 0.0718599 0.0318989 0.0302998 0.0330437 0.0324023 0.0290042 0.0282491 0.0281942 0.0263175 0.0516964 0.0362354 0.0234863 0.0220076 0.0271239 0.0274238 0.0210761 0.0217599 0.0201712 0.0200701 0.0259164 0.0195277 0.02002 0.0194539 0.0186728 0.0185653 0.0185364 0.0185324 0.0301173 0.0183009
threshold=0.10293500000000001 -0.053259999999999995 0.40124500000000002 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.090175000000000019 0.41257000000000005 0.096625000000000016 0.088485000000000022 0.089410000000000003 -0.013929999999999998 -0.014944999999999998 -0.097644999999999996 0.11144500000000002 0.077695000000000014 -0.029144999999999997 0.42642000000000008 0.083830000000000002 0.082005000000000008 0.041630000000000007 -0.0034149999999999996 -0.075329999999999994 -0.085119999999999987 0.087445000000000009 0.11237500000000002 0.084415000000000018 -1.0000000180025095e-35 0.048950000000000007 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 12 -6 13 24 16 18 11 -11 -3 26 15 29 -7 21 19 20 -8 22 -18 -14 25 -2 -1 -22 -29 -15
right_child=1 3 -4 -5 5 8 9 -9 -10 10 -12 -13 23 14 -16 -17 17 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0075001061440923738 0.0051186119380872697 0.0035463951742126334 0.0015953002891778438 0.00077817814423421325 0.006391724427231244 0.005463451707910281 0.0051863003638474882 0.0026258404836742998 0.00033313972418129982 -0.001074255497686946 0.0075937106106430292 0.003594723832793534 0.0013445930645102635 0.0056191305280892147 0.002241469144549531 0.0087297213496640332 0.0050830839434638621 0.0048701034448597399 0.0079271429446704979 0.0075498301361221825 0.0058351827762089673 -0.00054310854202845981 0.0019437530093725673 -0.0022238019409335473 0.0074065965005762086 0.0024488255324058628 0.0048607767991987729 -1.7387576268187592e-05 0.0046634989100749853 0.0028304071437257033
leaf_weight=111 140 31 22 96 31 40 686 66 35 22 25 68 50 1207 24 28 28 42 26 32 20 21 74 22 28 32 35 28 27 24
leaf_count=111 140 31 22 96 31 40 686 66 35 22 25 68 50 1207 24 28 28 42 26 32 20 21 74 22 28 32 35 28 27 24
internal_value=0 0.00310632 0.00538552 0.00236297 0.00276976 0.00334924 0.00542081 0.00441977 0.00295625 0.00498746 0.00357087 0.00245342 0.00124509 0.00570405 0.00557167 0.00563515 0.0034041 0.00290487 0.00518637 0.0050965 0.00499334 0.00223381 0.00280553 0.00025425 0.00501176 0.00462191 0.00686739 0.00322842 0.0022805 0.00556476
internal_weight=0 736 2385 470 374 271 2363 266 240 934 115 90 103 1429 1283 1259 205 165 819 793 761 123 102 72 200 172 146 75 55 1231
internal_count=3121 736 2385 470 374 271 2363 266 240 934 115 90 103 1429 1283 1259 205 165 819 793 761 123 102 72 200 172 146 75 55 1231
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 39 2 124 47 4 4 0 15 13 1 150 158 2 12 4 3 457 1 1 15 133 1 0
split_gain=6.65809 1.08949 0.597403 0.508551 0.41584 0.328701 0.276232 0.219205 0.166943 0.151305 0.13569 0.115242 0.107224 0.116762 0.161609 0.100264 0.0897439 0.0867188 0.0866615 0.075366 0.0732659 0.0955884 0.113661 0.0704382 0.0656494 0.063644 0.0613873 0.0591515 0.0551389 0.0571505
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31370500000000007 0.10045500000000002 0.062655000000000016 0.087735000000000021 0.14122000000000004 -0.080389999999999989 1.0000000180025095e-35 -0.17966999999999997 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.40078499999999995 0.122715 1.0000000180025095e-35 0.085030000000000008 0.11682500000000001 0.08815000000000002 -0.52556499999999995 -0.13927999999999999 0.048635000000000005 0.13075500000000004 0.083345000000000016 -0.10091499999999999 -1.0000000180025095e-35 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 12 11 17 23 -9 -3 13 14 -1 -6 -2 28 25 -13 21 -15 -23 -4 27 -14 -27 -5 29 -7
right_child=1 4 9 24 15 8 -8 10 -10 -11 -12 19 18 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00057473401177772986 0.00048084000104884256 0.00043848175514379846 0.00023881031937466625 0.00021804002530328306 0.00014334214704708059 0.00046980749025695275 0.00062638154999068892 0.00016693779780612211 0.00033422912934653388 0.00046629390212334169 0.00030249450491493538 0.00031827768791315239 0.00046814971165409157 0.00065987236609979841 0.00037791485580520256 -1.3687547822817674e-06 0.00035878215589641799 0.00035834658110464238 0.00054850976823414641 0.0002333744362347672 0.00050277472905142708 0.0003835154219028774 0.00052974040577571024 0.00036475670716568006 0.00017761299978208186 0.00044236835183612269 0.0002952811863346427 0.00034579711671153584 0.00051867244582550203 0.000376608954215584
leaf_weight=23 115 20 38 22 79 262 79 122 41 28 37 91 81 21 53 24 29 27 33 72 794 21 763 31 24 24 20 38 81 28
leaf_count=23 115 20 38 22 79 262 79 122 41 28 37 91 81 21 53 24 29 27 33 72 794 21 763 31 24 24 20 38 81 28
internal_value=0 0.000275315 0.000495526 0.000385531 0.000218844 0.000501747 0.000512857 0.000251739 0.000453362 0.000344727 0.000198482 0.00029801 0.000507964 0.00051257 0.000437479 0.000109623 0.000456259 0.000465634 0.000459136 0.000280774 0.000516139 0.000529321 0.000525824 0.000295395 0.000264284 0.000435541 0.000375511 0.000298953 0.000473442 0.000460809
internal_weight=0 673 2448 228 445 2351 1912 342 439 97 159 183 1833 1675 76 103 144 398 158 163 1599 805 784 69 84 125 44 60 371 290
internal_count=3121 673 2448 228 445 2351 1912 342 439 97 159 183 1833 1675 76 103 144 398 158 163 1599 805 784 69 84 125 44 60 371 290
is_linear=0
shrinkage=0.00196078


Tree=8960
num_leaves=31
num_cat=0
split_feature=1 3 44 12 4 3 0 1 150 2 150 4 0 402 160 159 1 12 0 1213 16 15 484 52 403 41 133 159 133 0
split_gain=0.273893 0.0469625 0.0364456 0.0556516 0.035962 0.0442132 0.0384644 0.0317847 0.0292944 0.0252165 0.0248141 0.0210829 0.0228893 0.0255075 0.029795 0.028643 0.0238471 0.0442164 0.0294639 0.02856 0.0216969 0.0335312 0.022898 0.0346498 0.0240221 0.0215034 0.0233497 0.0209587 0.0205931 0.0290192
threshold=0.10920500000000001 -0.049509999999999992 1.0000000180025095e-35 0.078300000000000008 -0.17966999999999997 0.11296500000000002 -0.026509999999999995 0.16540500000000002 0.10980500000000001 0.11411 -0.07848999999999999 0.053180000000000012 -0.085669999999999982 0.08865000000000002 -0.53327999999999987 -0.032739999999999991 0.08592000000000001 0.087285000000000015 -0.097734999999999989 0.11395000000000001 -0.0051099999999999991 -0.088429999999999995 0.091180000000000011 0.10611000000000001 -0.14772999999999997 0.079395000000000007 -0.014339999999999997 0.12283500000000001 -0.071719999999999992 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 8 -3 10 -2 -6 12 16 14 15 -14 18 -18 25 20 22 -22 23 24 -20 26 -5 -16 -15 -30
right_child=1 7 -4 11 5 -7 -8 -9 -10 -11 -12 -13 13 28 27 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0058105774880257543 0.0049565131980300603 0.0022704536228403236 0.0084698063910764176 0.0066108921077102428 0.0017120726890145585 8.4142351988703018e-05 0.00081830725206860481 -0.001421056067571044 0.00065902955597266558 0.0025504407123662534 0.0049757585138390176 0.0044047521927956246 0.0045796305950779213 0.0077564338784820094 0.0050275589156483919 -0.00033955282997339965 0.0003528845585173085 0.0056024423749156142 0.0092250890896788656 0.0021032167086377741 0.001694247941330624 0.0059453667628324852 0.0088157799602909519 0.0033340038967364263 0.0061388181725986245 0.0051725158608557347 0.010309114081687049 0.0080803248059490452 0.0039725073702776663 0.0081183864735066887
leaf_weight=90 108 348 32 31 26 33 35 25 20 73 224 241 29 63 1013 20 21 68 28 20 28 55 33 41 254 24 38 23 52 25
leaf_count=90 108 348 32 31 26 33 35 25 20 73 224 241 29 63 1013 20 21 68 28 20 28 55 33 41 254 24 38 23 52 25
internal_value=0 0.0026644 0.00511611 0.00507378 0.00403419 0.00356119 0.00393739 0.00202303 0.00434172 0.00398611 0.00463634 0.00528495 0.00539863 0.00514528 0.00498137 0.0025718 0.0058828 0.00436378 0.00612772 0.00579886 0.00596722 0.00451125 0.00630668 0.00605033 0.00644526 0.0077508 0.00864759 0.00509533 0.00641561 0.00531857
internal_weight=0 554 2567 2535 428 338 305 373 270 181 250 2107 1866 1225 1085 49 641 89 552 459 439 83 356 323 282 93 69 1036 140 77
internal_count=3121 554 2567 2535 428 338 305 373 270 181 250 2107 1866 1225 1085 49 641 89 552 459 439 83 356 323 282 93 69 1036 140 77
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 4 1 14 457 2 2 34 1 12 47 4 15 12 4 1 475 399 31 47 52 4 16 12 0
split_gain=7.78866 0.938903 0.877837 0.551228 0.4747 0.332012 0.260997 0.23798 0.210828 0.189043 0.220941 0.155222 0.1624 0.153602 0.153643 0.112234 0.107672 0.102471 0.102394 0.106177 0.0864061 0.0820026 0.0702744 0.0691116 0.0688749 0.062155 0.0903352 0.0699711 0.064864 0.0611963
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.12958500000000003 0.40124500000000002 0.09253500000000002 0.076975000000000002 0.080930000000000016 0.14122000000000004 0.13754500000000003 -1.0000000180025095e-35 0.089770000000000016 0.087005000000000013 0.08265500000000002 0.42051500000000003 -0.45963999999999994 0.091325000000000003 -0.51843499999999987 0.14089500000000002 -0.069854999999999987 0.091580000000000009 -0.077289999999999984 0.10350500000000001 0.039215000000000007 0.24564500000000003 0.19444000000000003 0.10149500000000002 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 11 24 -4 13 10 21 12 23 18 15 -15 -14 -18 19 -1 -7 -6 29 -3 -5 26 28 -27 -23 -20
right_child=1 5 7 6 9 20 -8 -9 -10 -11 -12 -13 16 14 -16 -17 17 -19 22 -21 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00074637262100841909 0.00033475342545145426 0.00024673059622552941 0.00054272678836475466 0.0006122907054709973 0.00061729220951233887 0.00046976815771173545 0.00034414243212497418 0.00034576731207248116 0.00070012958532844497 0.00038869893242795162 0.0004030245164741545 0.00016381530351832263 0.00039332062874638851 0.00042147038645625379 0.00057782390040715323 0.00058805577152068055 0.00035975897173378985 0.00017599621831791779 0.00057498917611790632 0.00060884798789596201 0.00029972694248107132 0.00055836226243306602 0.00068610745609975327 9.300850396491555e-05 0.00050439705209963772 0.00058857313268217851 0.00039706963882281556 0.00046906762568814657 0.00047545286477016646 0.00048347996815256797
leaf_weight=22 181 22 34 45 66 27 29 77 75 34 41 112 37 48 273 23 20 28 300 1141 20 120 20 23 46 131 21 22 52 31
leaf_count=22 181 22 34 45 66 27 29 77 75 34 41 112 37 48 273 23 20 28 300 1141 20 120 20 23 46 131 21 22 52 31
internal_value=0 0.000326432 0.000576602 0.000403076 0.000584423 0.000246605 0.000506129 0.000406097 0.000598207 0.000529711 0.000540294 0.000217316 0.000263409 0.000594093 0.000556691 0.000475435 0.000313835 0.000252564 0.000602591 0.000611449 0.00039741 0.000553955 0.000573239 0.000168162 0.000557751 0.000541873 0.000518474 0.000571389 0.000533297 0.000566419
internal_weight=0 590 2531 301 2420 289 120 111 1933 487 453 242 130 1858 344 71 85 48 1514 1163 47 412 351 45 91 346 193 153 172 331
internal_count=3121 590 2531 301 2420 289 120 111 1933 487 453 242 130 1858 344 71 85 48 1514 1163 47 412 351 45 91 346 193 153 172 331
is_linear=0
shrinkage=0.00196078


Tree=8962
num_leaves=31
num_cat=0
split_feature=1 12 52 1 1 2 12 4 3 47 4 2 2 47 11 11 0 34 47 16 4 3 4 15 49 1 151 52 16 4
split_gain=8.01141 1.01776 1.00022 0.629511 0.482461 0.35675 0.352402 0.286657 0.274161 0.249967 0.211768 0.173556 0.163945 0.135362 0.131748 0.15429 0.133092 0.128367 0.123578 0.120711 0.113685 0.10517 0.234518 0.0909436 0.076664 0.0952407 0.0798005 0.0716008 0.0684332 0.0677683
threshold=0.10752500000000002 0.051320000000000005 -0.42635499999999998 0.12408500000000001 0.092390000000000014 0.10803500000000001 0.091545000000000015 -0.16363499999999997 -0.022174999999999997 0.13082500000000002 -0.0086549999999999978 0.11389000000000002 0.14285500000000004 0.091680000000000011 1.0000000180025095e-35 0.080150000000000013 -0.11173999999999999 -0.038779999999999995 0.077555000000000013 -0.073404999999999984 0.27834500000000006 -0.15713499999999997 -0.15289999999999995 -0.095244999999999982 -0.066019999999999981 0.10089500000000001 -0.082829999999999973 -0.046924999999999988 -0.08595499999999999 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 11 8 14 -6 -4 12 19 18 17 24 16 -16 23 -5 29 -8 -19 -21 -23 -3 25 -9 -26 -17 -28 -1
right_child=2 6 3 9 7 -7 10 13 -10 -11 -12 -13 -14 -15 15 27 -18 20 -20 21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0005609353369620077 0.00057159918390847504 0.00057317783727365375 0.00050701364559471295 0.00012594074932806843 0.00055480245259283546 0.00027899888197681073 0.00059039519769588772 0.00045222092150352223 0.00029782864404210137 0.00034434073878561748 0.00048298908071592447 0.00035012106489184277 0.00011751752699994682 0.00046454739075326074 0.00075222097364884563 0.00066890845244581049 0.00058135835062900676 0.00035501990842735096 0.00064334631258366158 0.0006170776283088463 0.00021394271289581479 0.00037382138187548201 0.00053714331105546233 0.00039730732768863936 0.00036230326110068314 0.0002870745661796308 0.00030920914836040064 0.0005194283638694728 0.00015594022168954408 0.00048254750743707554
leaf_weight=69 45 20 63 39 31 162 199 29 39 41 250 22 99 31 37 22 1135 32 33 48 70 38 306 26 27 25 21 28 24 110
leaf_count=69 45 20 63 39 31 162 199 29 39 41 250 22 99 31 37 22 1135 32 33 48 70 38 306 26 27 25 21 28 24 110
internal_value=0 0.000544362 0.00029064 0.000267441 0.000456462 0.000336193 0.000561951 0.000382496 0.000427031 0.000202849 0.000530828 0.000515888 0.000178677 0.000348474 0.000582593 0.000656232 0.000577168 0.000221619 0.000533091 0.000551065 0.000258202 0.000531099 0.000519102 0.000473773 0.000319916 0.000375764 0.00027803 0.0005852 0.000227466 0.000512764
internal_weight=0 2531 590 545 422 264 2109 188 102 281 841 234 240 157 1268 87 1181 141 212 591 102 392 344 46 126 54 72 50 45 179
internal_count=3121 2531 590 545 422 264 2109 188 102 281 841 234 240 157 1268 87 1181 141 212 591 102 392 344 46 126 54 72 50 45 179
is_linear=0
shrinkage=0.00196078


Tree=8963
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 14 2 1 0 15 4 48 4 11 3 160 43 47 0 4 49 457 1 4 52 43
split_gain=13.2645 2.20912 1.35721 1.17823 0.764766 0.584155 0.394946 0.370301 0.364568 0.323459 0.300294 0.288289 0.229097 0.37427 0.192001 0.182155 0.161125 0.105757 0.103778 0.0909207 0.0812426 0.0806515 0.0802156 0.0759654 0.0715598 0.071216 0.0602064 0.0578755 0.0555492 0.0554333
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.062655000000000016 0.14753000000000002 0.09253500000000002 -0.10607499999999999 -0.10653 0.27834500000000006 -0.015314999999999997 0.0082450000000000006 1.0000000180025095e-35 -0.016324999999999996 -0.067824999999999983 -0.14792499999999997 0.090100000000000013 -0.14454499999999995 -0.036839999999999991 -0.078034999999999979 0.080930000000000016 0.091195000000000012 0.018150000000000003 0.0031350000000000002 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 21 9 10 -6 15 12 14 -5 13 -1 -4 -7 26 25 -16 -20 -19 -3 -15 -2 -13 27 -14 29 -29 -17
right_child=1 2 6 11 7 8 -8 -9 -10 -11 -12 24 16 22 18 17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00067319899041209941 0.00062689513698512434 0.00022625154009634418 0.00025876545968155068 0.00050276445252810098 0.00052441046962880265 0.00040055724567341088 0.00030735419603152508 0.00026458722204456925 0.00035589195935882437 0.00073944818296815525 -2.2604033812302874e-06 0.00034586854766792771 0.00061147824205460654 0.0004725907865115023 0.00018585495635715108 0.00057116633557025042 0.0004995751430449983 0.00051009962755237137 0.00016898704383150093 1.7324992208185468e-05 0.00065410688713465957 0.00033122668981018673 0.00033291878653507608 0.0004863640938708985 0.00021368455376896057 0.00044296788470327939 0.00057282670771333837 0.00049178592790829654 0.00055549507800656088 0.00051622240133450739
leaf_weight=34 50 191 40 34 71 32 37 30 41 62 87 31 1113 43 37 357 57 20 21 55 61 33 25 21 32 26 180 115 97 88
leaf_count=34 50 191 40 34 71 32 37 30 41 62 87 31 1113 43 37 357 57 20 21 55 61 33 25 21 32 26 180 115 97 88
internal_value=0 0.000258214 0.000219634 0.000569034 0.000305585 0.000577771 0.000118788 0.000447235 0.000536202 0.000600752 8.97175e-05 0.000357256 0.00059483 0.000505227 0.000142019 0.00054549 0.0006016 0.00055156 0.000100692 5.92316e-05 0.00061855 0.000241717 0.000421241 0.00058533 0.000278727 0.000543616 0.000606098 0.000547599 0.000520936 0.000560301
internal_weight=0 673 602 2448 325 2351 277 101 837 1514 240 97 1452 102 153 796 1350 764 113 76 81 224 68 71 63 683 1293 657 212 445
internal_count=3121 673 602 2448 325 2351 277 101 837 1514 240 97 1452 102 153 796 1350 764 113 76 81 224 68 71 63 683 1293 657 212 445
is_linear=0
shrinkage=0.00196078


Tree=8964
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 4 2 1 49 52 1 40 1 2 1 1 12 52 1 133 151 51 12 3 47
split_gain=8.23265 1.35865 0.736857 0.622465 0.45043 0.443229 0.371786 0.30339 0.293812 0.269071 0.256199 0.210914 0.163473 0.125945 0.0918288 0.090206 0.0899152 0.0857852 0.186184 0.0828764 0.0828641 0.0821211 0.0761692 0.0662425 0.0698453 0.0604854 0.0582921 0.0579958 0.0572131 0.0571761
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.40124500000000002 0.089885000000000007 0.09253500000000002 -0.054984999999999992 -0.56176499999999996 0.13436000000000001 -0.077714999999999992 0.088975000000000012 0.097845000000000015 0.085760000000000017 0.16175000000000003 0.082480000000000012 -0.16675999999999999 0.13075500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11144500000000002 0.095780000000000018 -0.10831999999999999 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 16 -8 10 -9 11 19 -4 -2 -13 -11 -3 27 -19 26 -6 25 -10 24 -5 -21 -1 28 -16 -15
right_child=1 4 12 23 20 -7 7 9 22 15 -12 14 -14 29 17 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057134299513236667 0.00035707072143658091 0.00022120609361827627 0.00047570902020632874 0.00022458736162214355 0.00014335149960566519 0.0003540400101508781 0.00048753280436096628 0.00045541735360769332 0.00055172857787350515 0.00026517299471164019 0.00033858776019484387 0.00060448616418443731 0.00030700384496157269 0.00055693661526627809 0.00046683323798691207 0.00013116095879126785 0.00010108532522366766 0.00030331245301178599 0.00051937636173785191 0.00038048156190152266 6.5649147419368519e-06 0.00054638780826477809 0.00069010349015844353 0.00019062371101622998 0.00036341340460798198 0.00051200801692813966 0.00048044597735258046 0.00049863884186781193 0.00054134432311210264 0.00047166431443403627
leaf_weight=868 23 46 34 22 90 48 30 28 20 158 24 45 63 62 44 22 50 23 46 20 21 380 65 24 38 41 28 301 398 59
leaf_count=868 23 46 34 22 90 48 30 28 20 158 24 45 63 62 44 22 50 23 46 20 21 380 65 24 38 41 28 301 398 59
internal_value=0 0.000288746 0.000533615 0.000411827 0.000225685 0.000540525 0.000261648 0.000303196 0.000544412 0.000276608 0.000540076 0.00054228 0.000366138 0.000490076 0.000518268 0.000248794 0.000158643 0.00051349 0.000447355 0.000557672 0.000117473 0.000535667 0.000657545 0.000277686 0.000312511 0.000468885 0.000568502 0.000519631 0.000533927 0.000515358
internal_weight=0 673 2448 228 445 2351 334 238 2303 208 2218 2194 97 144 857 180 96 812 69 1337 111 441 85 84 60 61 896 743 442 121
internal_count=3121 673 2448 228 445 2351 334 238 2303 208 2218 2194 97 144 857 180 96 812 69 1337 111 441 85 84 60 61 896 743 442 121
is_linear=0
shrinkage=0.00196078


Tree=8965
num_leaves=31
num_cat=0
split_feature=1 4 123 3 44 3 2 13 15 11 14 2 159 13 150 15 0 51 41 4 15 160 475 48 160 1447 1447 43 400 4
split_gain=0.412384 0.0663899 0.0552747 0.0441544 0.0379505 0.0409835 0.0355961 0.0336261 0.0307833 0.0369924 0.0340318 0.0296376 0.0287235 0.0279431 0.0394985 0.0423175 0.024394 0.022866 0.0226893 0.0240436 0.041139 0.0915397 0.0270119 0.0209785 0.0217105 0.0200418 0.0278515 0.020035 0.0262578 0.0265685
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 -0.053259999999999995 1.0000000180025095e-35 0.10893000000000001 0.14122000000000004 -0.28558999999999996 1.0000000180025095e-35 0.075910000000000019 0.078235000000000013 0.25063000000000007 0.082585000000000006 -0.077799999999999994 0.081835000000000019 -0.091604999999999978 -0.057069999999999989 0.14780500000000005 1.0000000180025095e-35 -0.27825499999999997 -0.0072999999999999992 -0.069549999999999987 0.05680000000000001 0.10990500000000002 0.085755000000000012 -0.086059999999999984 -0.085024999999999989 0.0051600000000000005 -0.064794999999999978 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 8 -7 13 25 -11 -3 17 16 18 -16 -1 23 19 -15 22 -22 -21 24 -5 -10 -27 -28 -29 -30
right_child=1 11 -4 12 -6 7 -8 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0066685434345189216 0.0058534483820940897 0.0023900132373549775 0.0040845490715097797 0.0049632033828566693 0.0097593942416771759 0.0069686552282655608 0.0032674648848019152 0.0019253307105734562 0.0088133882170017726 0.011596063832784522 0.0070208132480950773 -0.0012882743554655464 0.0013298541420569891 0.0071744654065696526 0.00033773945844066996 0.0052295241592219101 0.0031102222553454342 0.0010445792088285089 0.0026197564300327078 0.0061207686821892421 -0.0022554521459460376 0.0070922084763878962 0.0024372798257640432 0.0069076688971460593 0.0010956983397287937 0.0028084559936542067 0.0068355409209745659 0.0090741781221533365 0.003616467136528407 0.0061168158794453979
leaf_weight=525 107 251 120 47 31 20 38 39 39 29 37 24 53 128 28 48 20 20 21 383 20 22 21 31 21 20 739 22 58 159
leaf_count=525 107 251 120 47 31 20 38 39 39 29 37 24 53 128 28 48 20 20 21 383 20 22 21 31 21 20 739 22 58 159
internal_value=0 0.00317163 0.00618 0.00425846 0.00628276 0.00623815 0.00630331 0.00363493 0.00635306 0.00673561 0.00903115 0.002069 0.00326623 0.00600606 0.00557403 0.00342729 0.00653796 0.00412865 0.00584824 0.00596636 0.00561963 0.00264094 0.0059293 0.0047517 0.00376883 0.00658951 0.0065026 0.00657814 0.00578226 0.00544852
internal_weight=0 554 2567 279 2447 2416 2357 59 2319 1103 66 275 172 1216 671 76 545 119 595 574 446 42 404 99 68 1037 998 978 239 217
internal_count=3121 554 2567 279 2447 2416 2357 59 2319 1103 66 275 172 1216 671 76 545 119 595 574 446 42 404 99 68 1037 998 978 239 217
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=31
num_cat=0
split_feature=1 2 0 124 47 2 133 10 14 0 14 42 2 11 15 151 4 13 3 49 12 3 1420 3 13 157 51 474 3 2
split_gain=0.343031 0.0828009 0.0504147 0.0439908 0.0352904 0.0318799 0.0352885 0.0330302 0.0309808 0.0307837 0.028258 0.0251188 0.0248512 0.0242024 0.0232068 0.0256848 0.0230324 0.0215687 0.0198742 0.0197943 0.0175574 0.0178423 0.0170738 0.0217641 0.0160397 0.015282 0.0178644 0.0172828 0.0168008 0.0153677
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 -0.083859999999999976 0.085505000000000012 0.13754500000000003 0.087985000000000022 0.058500000000000003 0.076175000000000007 -0.040504999999999992 -1.0000000180025095e-35 -0.0060199999999999993 0.15361500000000003 0.08776500000000001 -0.41942499999999994 -1.0000000180025095e-35 0.022185000000000003 -0.11122999999999998 0.0022600000000000003 0.10440000000000001 0.10408500000000002 0.0022600000000000003 -0.083904999999999993 -0.15447499999999995 -0.01163 -0.23223999999999997 1.0000000180025095e-35 0.10008000000000002 -0.055119999999999995 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 11 5 7 14 20 13 16 -3 -1 17 22 -7 -16 -6 -4 -9 -18 21 -2 -5 -24 -13 -19 27 28 29 -27
right_child=4 2 12 8 9 6 -8 18 -10 -11 -12 24 -14 -15 15 -17 19 25 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0063576505342054935 0.0013895101180034025 0.0063935982191469527 0.0026777340261491412 0.0078985732563428192 0.0074583478820776303 0.0014092880685033428 0.0041075353149790314 0.0024706999460856124 0.0077353474240839841 0.00030908303756621623 0.0023678295833900955 0.0039945860524312595 0.0016892302019352265 0.002386544201345671 0.00081691038371487109 -0.0035942342315772265 0.0050497748124866916 0.007398950300094756 -0.0017842843916024203 0.0014451718935742975 0.0058884269533640088 0.004401221853599104 0.0032871798306171383 0.0058037922071743492 0.00060977312220659649 0.0064029059016165587 0.0031290810411939256 0.0076807967852801085 0.0066571053374597502 0.0043833664869185
leaf_weight=21 42 20 33 38 21 37 20 21 83 21 136 28 22 21 22 33 39 33 23 25 24 37 35 1892 28 47 39 30 60 190
leaf_count=21 42 20 33 38 21 37 20 21 83 21 136 28 22 21 22 33 39 33 23 25 24 37 35 1892 28 47 39 30 60 190
internal_value=0 0.00546292 0.00443484 0.00575515 0.00220059 0.00157154 0.000300506 0.00253995 0.0058425 0.00373761 0.00288395 0.00340822 0.00496774 0.00576339 -0.000527109 -0.00182978 0.00458466 0.0051347 0.000246504 0.00364173 0.00351968 0.00280006 0.00579948 0.00575808 0.00230218 0.00533791 0.00515208 0.00539335 0.0051623 0.00478387
internal_weight=0 2756 610 2146 365 259 112 147 2069 106 156 77 454 1986 92 55 85 432 44 64 103 79 1965 1927 56 399 366 327 297 237
internal_count=3121 2756 610 2146 365 259 112 147 2069 106 156 77 454 1986 92 55 85 432 44 64 103 79 1965 1927 56 399 366 327 297 237
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 4 2 2 1 1 47 14 2 1 11 1 0 52 0 157 13 14 12 1 48 47 1 11 52
split_gain=11.7374 1.47555 1.31577 1.0568 0.858419 0.468768 0.414797 0.39261 0.356007 0.319137 0.256638 0.218072 0.172776 0.165485 0.141301 0.136581 0.149653 0.123811 0.121505 0.121465 0.115136 0.197998 0.0871708 0.0913468 0.0813314 0.0801732 0.0797285 0.0748416 0.0704277 0.0665544
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.069009999999999974 0.092235000000000025 0.13075500000000004 0.36766000000000004 0.14285500000000004 0.14122000000000004 0.09253500000000002 0.086920000000000011 0.090100000000000013 0.062655000000000016 -1.0000000180025095e-35 0.15964000000000003 1.0000000180025095e-35 0.10124500000000002 -0.23001499999999997 -0.52606999999999993 -0.062294999999999996 -0.067349999999999979 -0.00096999999999999983 -0.41076499999999994 -0.040564999999999997 0.092845000000000025 0.097500000000000017 0.07813500000000001 0.11392000000000001 0.095720000000000013 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 22 8 11 15 -4 12 20 29 24 -7 16 25 -15 -2 -13 -5 -22 -3 -24 -12 -6 -9 -25 -17 -1
right_child=1 5 9 7 6 14 -8 26 -10 -11 13 19 -14 17 -16 28 -18 -19 -20 -21 21 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00072229395107181499 0.00073792288909439274 0.00041866853995520563 0.00062195578334378263 0.00023784371686405413 0.00065336856138688737 0.00021806990474856772 0.00041872668826593796 0.00014528056487952376 0.00046196953896370755 0.00039387171324850004 0.0006407441204391162 0.00058954734775713022 0.00083156783525531518 0.00053467046883371144 6.5800790568565582e-05 0.0007475288966833502 0.00049659984345908352 0.000689237813267522 0.00058477572592848155 0.00040809371892143697 0.00034492666351425418 0.00055841342478558638 0.00022246607942468888 0.00042552569917604031 0.00047014677422303779 0.00058208457360768118 0.00031137602371802812 0.00028583488683389441 0.00061887061270345155 0.0006490489560015062
leaf_weight=1035 28 45 34 20 562 122 34 25 41 77 21 37 55 21 29 74 27 389 69 23 61 23 29 30 22 68 20 29 21 50
leaf_count=1035 28 45 34 20 562 122 34 25 41 77 21 37 55 21 29 74 27 389 69 23 61 23 29 30 22 68 20 29 21 50
internal_value=0 0.000365374 0.000672482 0.000459841 0.000682057 0.000263589 0.000630803 0.000381339 0.000639896 0.000463735 0.000708665 0.000425856 0.000724353 0.000669184 0.000188826 0.000649596 0.000639548 0.000681321 0.000628983 0.00051999 0.000371547 0.000403381 0.000348471 0.000312574 0.000553462 0.000645674 0.000219101 0.000356864 0.000719089 0.000718919
internal_weight=0 590 2531 306 2420 284 827 209 793 111 1593 164 1140 453 151 752 657 410 97 60 104 84 133 88 43 630 45 59 95 1085
internal_count=3121 590 2531 306 2420 284 827 209 793 111 1593 164 1140 453 151 752 657 410 97 60 104 84 133 88 43 630 45 59 95 1085
is_linear=0
shrinkage=0.00196078


Tree=8968
num_leaves=31
num_cat=0
split_feature=1 12 1 3 4 1375 12 43 43 13 39 47 15 3 3 0 49 12 41 3 16 1444 0 16 133 1213 43 2 156 2
split_gain=0.330234 0.0826088 0.0472769 0.0338897 0.032166 0.0311343 0.0296833 0.0290429 0.0374437 0.0352744 0.0274742 0.0239007 0.0229751 0.0197266 0.0254016 0.0288872 0.0223091 0.019498 0.0308982 0.0338393 0.0283066 0.0284939 0.0281142 0.0276031 0.0252911 0.0332324 0.0298035 0.0332348 0.0191379 0.0182081
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.40124500000000002 -0.096099999999999977 -0.42850999999999995 -0.078139999999999973 -0.11720999999999999 -0.0079349999999999993 0.088025000000000006 0.077555000000000013 0.13592500000000005 -0.0063699999999999989 0.13524500000000003 -0.23194499999999998 -1.0000000180025095e-35 0.08598500000000002 0.077565000000000009 -0.14186499999999996 -0.066924999999999985 -0.050539999999999995 -0.14920999999999998 0.40391000000000005 0.11269500000000002 0.039620000000000009 0.0034250000000000005 0.084305000000000005 0.093155000000000002 0.14445500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 10 12 -4 -5 8 -7 -10 29 28 17 -9 15 16 -15 22 19 23 -21 -22 -3 -19 25 26 -24 -28 -1 -2
right_child=3 4 5 6 -6 7 -8 13 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0047111225064184999 0.0043018658332967833 0.0092395057090588154 1.3048570095138117e-06 0.0030247197965817419 0.0028029183900032781 0.0063265600451774418 -0.00062179363301346222 0.0023436523628223575 0.0029946473715535831 -0.0011648293933831156 0.0017505210404222934 0.0082232719223047125 0.0035019543082712014 0.0015305427014827729 0.002704062032027746 0.0065915972158821674 0.0059517477417276024 0.009534260945824477 0.0027163943884564411 0.0059589956778022856 0.00808644204090039 0.0049324904841341784 0.0063078305013654096 0.0061386991570132879 0.0027388671146971839 0.0090806128560544513 0.0063147363652076051 0.00068871097727900461 0.0079383770314355694 0.0012174260853182364
leaf_weight=147 114 31 22 34 38 23 65 33 75 28 129 29 45 25 38 97 21 39 36 797 30 634 383 62 21 39 21 21 21 23
leaf_count=147 114 31 22 34 38 23 65 33 75 28 129 29 45 25 38 97 21 39 36 797 30 634 383 62 21 39 21 21 21 23
internal_value=0 0.00541091 0.00432553 0.00221001 0.00568707 0.00364711 0.000630544 0.00388301 0.00267853 0.00186392 0.00279786 0.00557216 0.00573783 0.0045922 0.00500215 0.00561283 0.00354892 0.00578543 0.00561285 0.00567961 0.00555723 0.00507499 0.00631988 0.00744986 0.00613326 0.00628689 0.00603052 0.00350172 0.00511453 0.00378404
internal_weight=0 2756 559 365 2197 362 99 340 126 103 266 197 2159 214 181 143 46 2114 1598 1562 1461 664 516 101 485 464 425 42 168 137
internal_count=3121 2756 559 365 2197 362 99 340 126 103 266 197 2159 214 181 143 46 2114 1598 1562 1461 664 516 101 485 464 425 42 168 137
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 47 43 43 3 376 14 4 48 147 12 1446 11 3 13 13 11 402 15 403 43 0 403 133 13 42 3
split_gain=0.267489 0.0669131 0.038815 0.036316 0.0311159 0.0282981 0.0371412 0.0311813 0.0268731 0.026418 0.0260545 0.0248098 0.0223303 0.0199186 0.0311599 0.0265527 0.0231371 0.0379438 0.0255931 0.0218639 0.020537 0.0197161 0.0343121 0.0274005 0.0397144 0.0307444 0.0309767 0.0316263 0.0201522 0.0186885
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.077604999999999993 0.085505000000000012 -0.077044999999999988 -0.11720999999999999 0.11924500000000002 0.080200000000000007 -0.46166999999999997 0.40124500000000002 0.083685000000000009 0.089365000000000014 0.092550000000000007 0.10573500000000001 1.0000000180025095e-35 -0.10115999999999999 -0.0082249999999999979 0.0015850000000000003 0.080150000000000013 0.12629000000000004 0.087685000000000013 -0.52800499999999995 0.0068900000000000012 -0.085034999999999986 -0.085534999999999986 -0.010614999999999998 -0.081224999999999978 0.087195000000000009 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 6 -5 12 -6 -2 13 -8 -7 15 29 16 17 -3 20 -17 21 -18 -23 25 -25 -24 28 -28 -27 -15
right_child=4 10 3 5 8 7 11 -9 -10 -11 -12 -13 -14 14 -16 19 18 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0002641828980163804 0.0040882509407310866 5.2202358545566148e-05 0.0075250817984663723 0.0051810364438486956 0.0042236808793848684 0.0051798970772160531 0.00039554025299781773 0.002409727853392401 0.00022889896177470553 0.001019142566713923 0.0025226265020472441 0.0032337699248802978 0.0019204460894284043 0.006380224860009007 0.0011344597472444824 0.0088310118815384045 0.0056347024471038809 0.0052964656823000092 0.0033885897590681131 0.0057114926878503473 0.0078249395386794495 0.001203280980161463 0.0085674488536703099 0.0059410656489239169 0.0009036711225395693 0.0050891307619167492 0.001931067377729558 0.0056297449450939899 0.0087287148011141805 0.0047072950526226079
leaf_weight=28 32 22 29 49 85 244 57 62 21 227 38 67 23 74 23 39 856 37 62 53 36 26 30 29 34 32 43 50 29 684
leaf_count=28 32 22 29 49 85 244 57 62 21 227 38 67 23 74 23 39 856 37 62 53 36 26 30 29 34 32 43 50 29 684
internal_value=0 0.00486982 0.00389297 0.00408432 0.00198901 0.00388555 0.00285017 0.00442999 0.00343226 0.00139834 0.00511836 0.0019291 0.00489912 0.00516405 0.00476059 0.00539272 0.00527531 0.00334098 0.00536832 0.0070339 0.00547368 0.0053987 0.00465873 0.00502246 0.00322247 0.00563876 0.00506823 0.0039196 0.00681942 0.00487062
internal_weight=0 2756 559 531 365 502 173 329 106 259 2197 124 267 2159 781 1378 1286 59 1227 92 1165 1129 273 247 63 184 154 93 61 758
internal_count=3121 2756 559 531 365 502 173 329 106 259 2197 124 267 2159 781 1378 1286 59 1227 92 1165 1129 273 247 63 184 154 93 61 758
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 4 47 2 11 2 2 457 16 0 1 2 13 3 1 1 15 15 51 0 42 10 0
split_gain=8.35036 1.3627 0.858716 0.65267 0.502043 0.409037 0.253641 0.244753 0.231589 0.228024 0.225525 0.145711 0.145236 0.143004 0.147152 0.136936 0.125146 0.111367 0.109702 0.0899775 0.0895595 0.0868881 0.0827361 0.0799292 0.0739553 0.0769177 0.0716365 0.0716279 0.0619095 0.0604796
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.042705000000000007 0.09253500000000002 0.092365000000000017 0.40124500000000002 0.13082500000000002 0.10672500000000001 1.0000000180025095e-35 0.17025000000000004 0.12043500000000001 0.080930000000000016 -0.44310499999999992 -0.11173999999999999 0.085345000000000018 0.094835000000000017 -0.0062949999999999994 -0.12711499999999995 0.11588000000000001 0.075045000000000014 -0.059484999999999989 -0.064294999999999977 -1.0000000180025095e-35 -0.046359999999999991 0.088295000000000012 -0.39453499999999991 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 -3 7 18 11 15 12 21 16 19 14 22 29 17 -5 -1 -4 -18 -6 26 -20 -17 -26 -9 -22 -14 -7
right_child=1 2 9 5 10 8 -8 13 -10 -11 -12 -13 28 -15 -16 24 20 -19 23 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00059129983681179639 0.0005477131192886971 0.00027711658658416085 0.0001552643035822171 0.00057332491281852926 0.00056245959455183904 0.00063895584667776487 0.0003239461681566038 0.00053289017034488376 0.00029695965409936274 0.00032356083876772663 0.00029402716758371403 0.00065853416009967127 0.00013157948969337542 0.00040503536534105611 0.00039536562815211177 0.00049105741869781029 0.00045677139305427789 0.00041758468644519786 0.00050241129675614334 0.00024859031471242797 0.00057995298523428294 0.0004265392257815943 0.00058485576976824536 0.00034567944833314887 0.0003387684231392698 0.00048302572758931913 0.0004465996759946273 0.00054778261367615733 -3.8329081281143071e-06 0.0005237928555876601
leaf_weight=26 71 224 131 31 40 27 69 310 25 37 28 66 27 39 30 138 27 41 29 57 941 33 107 22 30 27 42 371 25 50
leaf_count=26 71 224 131 31 40 27 69 310 25 37 28 66 27 39 30 138 27 41 29 57 941 33 107 22 30 27 42 371 25 50
internal_value=0 0.000290797 0.000260497 0.00053741 0.000328865 0.000545473 0.000410281 0.000555533 0.000477563 0.000180281 0.000443633 0.000568486 0.000158192 0.000519299 0.000528412 0.000494162 0.000564274 0.00048464 0.000487645 0.00018356 0.000568556 0.000501016 0.000537108 0.000434801 0.000466516 0.000407101 0.000522594 0.000570856 6.64774e-05 0.000564175
internal_weight=0 673 602 2448 325 2302 146 2005 297 277 101 1477 240 528 489 272 1411 72 77 188 1339 73 459 51 195 57 352 1312 52 77
internal_count=3121 673 602 2448 325 2302 146 2005 297 277 101 1477 240 528 489 272 1411 72 77 188 1339 73 459 51 195 57 352 1312 52 77
is_linear=0
shrinkage=0.00196078


Tree=8971
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 150 4 0 43 42 41 2 2 41 1 1429 14 47 0 4 16 2 0 1 43 51 0
split_gain=8.18889 0.990123 0.911954 0.786234 0.514811 0.361 0.298226 0.27349 0.199164 0.189164 0.145477 0.138045 0.133801 0.124772 0.123118 0.106819 0.0947799 0.0909233 0.0851699 0.0834725 0.0826454 0.119888 0.0722033 0.143752 0.0715747 0.070372 0.0682679 0.0662839 0.0645271 0.0642855
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.091545000000000015 0.082585000000000006 1.0000000180025095e-35 0.033845000000000007 -0.23194499999999998 -0.04890499999999999 -1.0000000180025095e-35 0.075585000000000013 0.12358500000000001 0.11389000000000002 0.079300000000000009 0.15471500000000002 -0.015219999999999999 -0.41076499999999994 0.078345000000000012 -0.067624999999999977 -0.04890499999999999 -0.0094449999999999968 0.10276500000000001 -0.10011499999999998 0.12000500000000001 -0.0064299999999999991 -0.096089999999999981 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 19 13 12 11 14 -1 -6 -5 29 25 28 -15 -7 -2 -3 22 -22 -14 -24 -10 -8 27 -21 -12 -4
right_child=1 5 6 7 8 17 9 -9 24 -11 15 -13 20 16 -16 -17 -18 -19 -20 26 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006976386309732515 0.00062336680643698748 0.00036065875006786879 0.00052476914070906811 0.00049717277566703206 0.00035731567126700821 0.00017829833259353284 0.00066081570560524777 0.00019379086893370041 0.00038393223499940109 0.00048328076530713228 0.00062321056957692525 0.00050031789328141879 0.00037820899347756426 0.00078478793637091365 0.0004295365126044662 0.00039728072925838606 0.00062525734699012668 6.4275208756285889e-05 0.00048631816536334212 0.00022599082644054897 0.00047013793314446299 0.00028677405670094185 0.00034028105686469687 0.00011814029819491196 0.00027334160455005463 0.00056036240654701883 0.00017250439350185621 0.00035428116166525905 0.00052539421545181328 0.0005916823064522728
leaf_weight=22 22 45 58 21 36 116 28 59 60 154 33 93 20 21 27 21 45 35 84 30 29 26 24 21 36 632 26 32 121 1144
leaf_count=22 22 45 58 21 36 116 28 59 60 154 33 93 20 21 27 21 45 35 84 30 29 26 24 21 36 632 26 32 121 1144
internal_value=0 0.000300856 0.000557373 0.000378239 0.000474168 0.000217478 0.000574022 0.000305881 0.000410085 0.000545392 0.000547358 0.00046041 0.000352785 0.000593011 0.000559315 0.000528466 0.000676017 0.000151869 0.000514762 0.000291966 0.000327517 0.000383457 0.000280183 0.000236615 0.000342461 0.000564624 0.000256839 0.000292205 0.000546355 0.000588454
internal_weight=0 590 2531 306 422 284 2109 200 225 841 197 129 141 1268 687 175 66 151 106 133 120 55 65 45 96 660 88 62 154 1202
internal_count=3121 590 2531 306 422 284 2109 200 225 841 197 129 141 1268 687 175 66 151 106 133 120 55 65 45 96 660 88 62 154 1202
is_linear=0
shrinkage=0.00196078


Tree=8972
num_leaves=31
num_cat=0
split_feature=1 1 12 2 150 0 16 0 10 2 2 52 52 4 16 151 133 12 0 159 16 13 39 14 1 2 1213 1212 403 2
split_gain=0.297384 0.0719325 0.0542353 0.0323405 0.0253703 0.0239341 0.0476794 0.0369368 0.0398374 0.0210614 0.0209354 0.0208275 0.0235671 0.0323323 0.0225106 0.0212808 0.0232994 0.0246838 0.0233713 0.0286555 0.0260655 0.0216254 0.0198454 0.019189 0.0205478 0.0166706 0.0160828 0.0238232 0.0189322 0.0223216
threshold=0.10312500000000001 0.13075500000000004 0.085055000000000006 0.092235000000000025 0.083250000000000005 -0.10474999999999998 -0.39185999999999993 -0.082084999999999977 -0.062879999999999978 -0.13033999999999998 0.14122000000000004 0.024145000000000003 0.10024500000000001 -0.069999999999999993 -0.080509999999999984 0.043560000000000008 0.11524500000000001 -1.0000000180025095e-35 -0.078704999999999983 0.083870000000000014 0.40737000000000007 -0.013634999999999998 0.097050000000000011 -0.46413499999999996 0.11690500000000002 0.116525 0.39818500000000007 0.11387000000000001 -0.5492149999999999 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 9 -4 6 -3 -7 -9 -1 11 15 13 -13 -15 16 17 -5 19 21 -20 -19 -10 -2 -25 -26 27 28 29 -11
right_child=1 5 4 10 -6 7 -8 8 22 26 -12 12 -14 14 -16 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0025334799704565245 0.005624851903311261 0.00084166277797935018 0.0053912422085038124 0.0029799322325353779 0.0018630829614425159 -0.0019792721507573417 0.0065676170363216302 -0.0014616104443707775 0.0035963554752445111 0.0055565794724971064 0.0026253249405360805 0.010120390193617863 0.0049996559865300785 0.0071113915541597336 0.0034579520806661233 0.0015171584713718168 0.0023889627294876137 0.0069736938841136482 0.0035214879930508774 0.0094862227114693581 0.0058723740970137821 0.0037565497835670169 0.00090069111402871476 0.0031802524884195476 0.0034425322606693957 0.0002750067120090265 0.0080243309843353924 0.0032277868680156228 0.0056064645449812548 0.0098732519753115342
leaf_weight=22 23 33 179 56 23 33 26 31 72 25 41 23 241 48 26 23 41 48 103 24 87 37 44 188 24 54 28 41 1454 23
leaf_count=22 23 33 179 56 23 33 26 31 72 25 41 23 241 48 26 23 41 48 103 24 87 37 44 188 24 54 28 41 1454 23
internal_value=0 0.00303985 0.00373241 0.00534582 0.00498952 0.00161705 0.00336496 0.00104412 0.00172284 0.00560612 0.0048262 0.0049454 0.00552941 0.00684559 0.00582775 0.00447429 0.00464604 0.00490672 0.00526759 0.00643485 0.00459795 0.00557329 0.00257386 0.00285374 0.00261413 0.00124963 0.00564915 0.00560605 0.00567097 0.00762499
internal_weight=0 730 491 2391 202 239 59 180 147 1593 798 757 338 97 74 419 396 355 299 109 190 85 116 289 266 78 1571 1543 1502 48
internal_count=3121 730 491 2391 202 239 59 180 147 1593 798 757 338 97 74 419 396 355 299 109 190 85 116 289 266 78 1571 1543 1502 48
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 1 2 160 1 52 131 13 3 4 51 1 34 2 16 52 0 16 52
split_gain=8.76165 1.52878 0.955225 0.792371 0.696239 0.501003 0.380751 0.315145 0.248638 0.244454 0.199406 0.178159 0.108198 0.105234 0.0941853 0.126799 0.0941656 0.091678 0.082658 0.0824531 0.0737352 0.0853074 0.172387 0.073728 0.113762 0.0725161 0.0688326 0.0639914 0.0631158 0.0581519
threshold=0.10508500000000001 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.091450000000000017 0.17025000000000004 -1.0000000180025095e-35 0.11669000000000002 -0.56176499999999996 0.090385000000000007 -1.0000000180025095e-35 0.090900000000000009 0.038415000000000012 -0.085039999999999991 0.086455000000000018 -0.038779999999999995 0.13622000000000004 -0.44310499999999992 -0.16675999999999999 -0.079829999999999998 -0.16075999999999999 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 5 14 6 8 -6 10 -5 12 13 29 23 18 -16 -12 -2 -3 20 21 27 -23 -4 -25 -22 -10 -18 -15 -1
right_child=1 2 11 9 7 -7 -8 -9 26 -11 16 -13 -14 28 15 -17 19 -19 -20 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00062093733987373507 0.00065445581152791688 0.00030452562796071965 9.3463492150619326e-05 0.00054649263631118483 0.00054273573693886304 0.00039507274911016089 0.00035179183822965215 0.00033127658192397041 0.0006035200840629199 0.00034019020135310664 0.00065998829917450605 0.00034603718763876471 0.00057013130860697101 0.00014093793402910568 0.0003195538992569845 0.00022515756043103803 0.00072973932997853145 0.00050389668749421454 0.0004292869260038982 0.00049725376099258927 0.00059779544622679936 0.00058304264006346976 0.00039707886073373112 0.00032677189713599636 0.00016631158842940174 0.00051614388878557546 0.00073506215309125796 0.0006073369041961782 -3.5898782570266366e-06 0.00053343698187591204
leaf_weight=1097 48 49 24 34 84 48 24 40 20 63 45 21 210 26 129 95 24 23 35 59 60 459 20 25 53 138 65 52 21 30
leaf_count=1097 48 49 24 34 84 48 24 40 20 63 45 21 210 26 129 95 24 23 35 59 60 459 20 25 53 138 65 52 21 30
internal_value=0 0.000333561 0.000301466 0.000586174 0.000350463 0.00059334 0.000597472 0.000474523 0.000600059 0.000412502 0.000596028 0.000176957 0.000610994 0.000153127 0.000300517 0.00027952 0.00057268 0.000605683 0.00035651 0.000567841 0.000573372 0.000584961 0.000575278 0.000188499 0.000217741 0.000540887 0.000704111 0.00064599 7.63617e-05 0.000618608
internal_weight=0 673 602 2448 432 2351 2303 124 2279 97 2194 170 1337 149 308 224 857 71 84 812 753 555 479 102 78 198 85 76 47 1127
internal_count=3121 673 602 2448 432 2351 2303 124 2279 97 2194 170 1337 149 308 224 857 71 84 812 753 555 479 102 78 198 85 76 47 1127
is_linear=0
shrinkage=0.00196078


Tree=8974
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 2 160 48 51 43 47 149 157 47 52 3 39 13 131 472 39 4 16 3 3 123 13 475 475 133
split_gain=0.284329 0.0707084 0.0462055 0.033559 0.0311215 0.0308817 0.0296813 0.022445 0.0264598 0.043147 0.0245774 0.0259724 0.0245499 0.022912 0.0214215 0.0212158 0.0201013 0.019281 0.0191055 0.0175674 0.0167821 0.0157172 0.0151745 0.0150913 0.0245405 0.0178653 0.0217504 0.014677 0.0263819 0.0262129
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.40124500000000002 0.092235000000000025 -0.24498999999999996 0.15372000000000002 0.10876000000000001 -0.24021999999999996 0.10670500000000001 1.0000000180025095e-35 -0.077849999999999989 0.11596500000000001 0.056145000000000007 0.090900000000000009 0.096625000000000016 -0.14179999999999995 0.090385000000000007 -0.06698999999999998 0.10076500000000001 -0.059649999999999988 -0.45661999999999997 0.12745000000000004 -0.0087149999999999988 0.084475000000000008 -0.010739999999999998 -0.088274999999999978 -0.085684999999999997 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 3 -3 5 27 -5 8 9 -8 11 12 -11 -10 -4 17 22 -7 19 -2 -19 -17 -14 24 25 26 -24 -1 29 -29
right_child=1 2 14 6 -6 15 7 -9 13 10 -12 -13 16 -15 -16 21 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0039336841466865741 0.0041673835255610558 0.0065768064266885631 -0.00028056839840080012 0.0062588955392129724 0.0015059971705175652 0.0079136972340555604 0.0066556964127812536 -0.00062379847746342433 0.0067193271600990562 0.0045664225463513978 0.0041915870562661437 0.004722919544175027 0.0030662613036785869 0.0023497364984359594 0.0028357361050439069 0.0043386090042379999 -0.00028584697075919913 0.0049389355461793103 0.0031483344859831656 0.0075522032336068703 0.0024398211156949402 0.0011999397762809639 -0.0015385895156068729 0.0034845828033912073 -0.0015589967304549647 0.0040013620164245367 0.0020861915804502766 0.0098144216270282351 0.0055145619320267417 0.0055248202926512545
leaf_weight=55 23 25 71 24 22 21 24 20 30 27 58 31 69 20 32 39 56 666 24 46 28 27 25 26 32 24 49 29 1470 28
leaf_count=55 23 25 71 24 22 21 24 20 30 27 58 31 69 20 32 39 56 666 24 46 28 27 25 26 32 24 49 29 1470 28
internal_value=0 0.00300134 0.00262858 0.0029988 0.00524974 0.0052846 0.00282511 0.00265727 0.00279659 0.00253829 0.00228938 0.00196393 0.00168624 0.00497149 0.000687604 0.00477009 0.00140949 0.00492844 0.00557862 0.00642393 0.00483811 0.00305461 0.00183144 0.00128527 0.000845411 0.00163052 0.000861603 0.0055386 0.00559641 0.00770725
internal_weight=0 736 643 540 2385 2363 515 491 471 421 397 339 308 50 103 781 281 715 93 69 694 66 225 156 130 98 74 1582 1527 57
internal_count=3121 736 643 540 2385 2363 515 491 471 421 397 339 308 50 103 781 281 715 93 69 694 66 225 156 130 98 74 1582 1527 57
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 159 4 15 0 14 15 42 47 0 1 2 1 43 2 4 3 0 16 13 43 4 160 52
split_gain=7.77044 0.908946 0.850963 0.679488 0.484881 0.373353 0.312223 0.239843 0.211915 0.202234 0.174784 0.145843 0.139329 0.13807 0.130805 0.112709 0.109769 0.102189 0.0824416 0.0817657 0.0811929 0.0713699 0.0877779 0.0709415 0.074509 0.0714677 0.129668 0.0693536 0.103552 0.0631751
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.069009999999999974 0.08864000000000001 0.090285000000000018 0.13075500000000004 0.082585000000000006 0.033845000000000007 0.024640000000000006 -0.23194499999999998 0.076175000000000007 0.13592500000000005 -1.0000000180025095e-35 0.081320000000000017 -0.13027499999999997 0.16540500000000002 0.11389000000000002 0.10089500000000001 -0.078654999999999989 0.11177500000000001 -0.064054999999999987 0.013900000000000001 -0.097734999999999989 -0.073404999999999984 0.073000000000000023 -0.11008499999999999 0.0067750000000000006 -0.010514999999999998 -0.53964499999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 10 11 -3 13 12 14 -1 15 23 -5 18 -4 -8 21 27 -15 -21 -12 -23 -7 -25 26 -26 28 -6 -2
right_child=1 6 5 7 9 8 16 -9 -10 -11 17 -13 -14 19 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00069603080364897076 0.00058781582910835358 0.00028016028791769283 0.00045110601471898 0.00048712044124244158 0.00031176111934816137 0.00063821874667314841 0.00017111943817141201 0.00019605960387423333 0.00046577675190310303 0.00058130391018619955 0.00057494666625336173 0.00068892126161373285 0.00039145494958120637 0.00023488138043678593 0.00047822230861182418 0.00057938296316463619 1.8336038591286269e-05 0.00038228884253896128 0.00030655616221133793 0.00042495479970534509 0.00030537814136004187 0.0005273002469109257 0.00038343683223832737 0.00056695436236611936 0.0003678324335186664 0.00057298580878505524 0.00052330325784264613 0.00029671001278497034 0.00047793315226515442 0.00047185220534250584
leaf_weight=22 24 133 27 22 21 31 130 59 171 21 69 46 23 33 41 1068 21 21 75 34 61 63 22 291 22 100 330 21 46 73
leaf_count=22 24 133 27 22 21 31 130 59 171 21 69 46 23 33 41 1068 21 21 75 34 61 63 22 291 22 100 330 21 46 73
internal_value=0 0.000290774 0.000540651 0.000364917 0.000460276 0.000556734 0.000210887 0.00030197 0.00052841 0.000398085 0.000531308 0.000580764 0.000541848 0.000343628 0.000379224 0.00057622 0.000149871 0.000510599 0.000354322 0.000318966 0.000348174 0.000528096 0.000490065 0.000546317 0.000542483 0.000526728 0.000513586 0.000395032 0.000425849 0.000500544
internal_weight=0 590 2531 306 422 2109 284 209 968 225 197 1141 797 150 204 1095 151 175 163 128 95 154 85 774 743 452 352 88 67 97
internal_count=3121 590 2531 306 422 2109 284 209 968 225 197 1141 797 150 204 1095 151 175 163 128 95 154 85 774 743 452 352 88 67 97
is_linear=0
shrinkage=0.00196078


Tree=8976
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 14 1 47 13 0 1 457 1 49 2 1 4 0 2 0 1 475 475 49 16 1 1 52
split_gain=13.5906 2.08012 1.09933 1.08784 0.790442 0.664401 0.390667 0.332577 0.279449 0.246839 0.224888 0.229464 0.213126 0.187904 0.259671 0.172555 0.144328 0.140584 0.152338 0.143993 0.113462 0.103394 0.100858 0.0958749 0.113647 0.0939565 0.100454 0.0926927 0.0881492 0.0969357
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13604000000000002 0.091265000000000013 0.14122000000000004 0.062655000000000016 0.09253500000000002 0.13082500000000002 -0.004174999999999999 -0.099059999999999995 0.090405000000000013 0.080930000000000016 0.084525000000000003 -0.054984999999999992 0.17025000000000004 1.0000000180025095e-35 0.04735000000000001 -0.038659999999999993 -0.0091949999999999983 -0.092759999999999995 0.13075500000000004 -0.088274999999999978 -0.10344499999999998 -0.046019999999999998 -0.29154999999999992 0.089770000000000016 0.11551000000000002 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 10 7 13 12 -4 16 28 25 23 17 -15 -2 -6 19 27 -7 -14 -22 -5 24 -1 -12 -27 -19 29 -3
right_child=1 4 8 22 9 6 -8 -9 -10 -11 11 -13 20 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00089401126631390366 0.00063364623330425523 0.00047668584512530808 0.0007869069319489093 0.00055152481172258169 0.00035352947467333503 0.00082627524470174033 0.00062566510388749688 0.0010217961411661623 0.00056633127118767214 0.00054018540250487014 0.00062980107052833245 0.00073050909781230465 0.0006934547350636325 0.0008560692638997227 0.00057005404156167767 0.00081892173065395109 0.00021290417167120704 0.00099209899081843409 0.00072897699825903944 0.00071933708714250276 0.00074049730901606383 0.00085430971244427332 0.00040112635899895152 0.00088976872876031998 0.00068748487415266966 0.00055649073267517301 0.00039375415269066308 0.00087451114827695898 0.00043298441094580053 0.00063151511332143018
leaf_weight=21 23 53 34 60 94 559 41 62 63 21 26 30 23 23 26 121 40 39 20 53 36 208 24 1144 20 35 25 76 99 22
leaf_count=21 23 53 34 60 94 559 41 62 63 21 26 30 23 23 26 121 40 39 20 53 36 208 24 1144 20 35 25 76 99 22
internal_value=0 0.000533593 0.00084821 0.000685886 0.000455564 0.00085665 0.000812318 0.000881159 0.000643646 0.000342528 0.00051598 0.000582855 0.000875154 0.000821932 0.000704306 0.000789329 0.000311552 0.000829648 0.00088692 0.000817014 0.000825108 0.000837518 0.000508554 0.00088643 0.000793267 0.000531347 0.000488684 0.000914389 0.000471397 0.000522102
internal_weight=0 673 2448 228 445 2351 837 1514 97 155 290 116 1452 796 49 144 134 747 135 612 267 244 84 1185 41 86 60 115 174 75
internal_count=3121 673 2448 228 445 2351 837 1514 97 155 290 116 1452 796 49 144 134 747 135 612 267 244 84 1185 41 86 60 115 174 75
is_linear=0
shrinkage=0.00196078


Tree=8977
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 15 3 1 15 11 1209 43 52 483 4 51 3 132 48 4 12 49 0 16 1 15 133 48 0 12
split_gain=0.329564 0.0796128 0.0496318 0.0357169 0.0321092 0.0336862 0.0385219 0.0275163 0.0356294 0.0545939 0.0441149 0.0368685 0.0332206 0.0263588 0.0253413 0.0300607 0.025269 0.0235186 0.0226342 0.0226121 0.0222848 0.0216612 0.0244704 0.0377665 0.0223426 0.0214223 0.0213406 0.0206639 0.0205104 0.0214149
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.088105000000000003 0.13404500000000005 0.040760000000000005 -0.15447499999999995 0.092845000000000025 -0.11033999999999998 0.079300000000000009 0.086895000000000014 -0.081154999999999991 -0.087284999999999988 -0.069964999999999986 0.0045450000000000013 -0.15042499999999998 -0.047929999999999993 0.090440000000000006 0.081275000000000014 -0.0070899999999999991 0.10016000000000001 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 0.15471500000000002 -0.094549999999999981 0.086365000000000011 0.095205000000000012 -0.13843999999999998 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 17 5 7 -7 8 -1 10 11 14 -9 -13 15 -10 28 -3 -14 -5 -21 -4 23 -23 -24 -15 -16 -27 -8 -30
right_child=1 2 21 19 -6 6 16 12 9 -11 -12 13 18 25 26 -17 -18 -19 -20 20 -22 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0069932649052176672 0.0061454216178713572 0.0031372652966988957 -0.00092984581170904058 0.0070656711975757127 0.0032546306758339766 0.0092960930702975023 0.0028637855732813479 0.0062729141798627099 0.010144404230716948 0.0012296197924297305 0.0011441240933808413 0.0024207592865319125 0.0045903453362795216 0.003576394851575421 0.0028007505196993325 0.0064725301562013589 0.0085669264356355839 -0.00031767127137365087 0.0017095107237691991 0.0058569624760123193 0.0029040333877746313 0.0015176808269208543 0.0020945044200155224 0.0062858746023266576 -0.001941029723915879 0.0058455324607297968 0.0061648212934166877 0.003433941394177964 0.0080937840208849497 0.0059891426228037689
leaf_weight=172 90 319 31 34 49 40 20 56 24 30 22 35 60 63 33 314 41 21 50 43 63 46 34 26 23 318 44 40 51 929
leaf_count=172 90 319 31 34 49 40 20 56 24 30 22 35 60 63 33 314 41 21 50 43 63 46 34 26 23 318 44 40 51 929
internal_value=0 0.00336059 0.00296897 0.0034774 0.00578813 0.00584113 0.00625075 0.00548999 0.00567187 0.00542563 0.00556659 0.00567829 0.00429024 0.00505762 0.00636028 0.00673325 0.00613373 0.00292387 0.00328088 0.00482169 0.00410192 0.00144369 0.00201407 0.00323953 0.000466131 0.00527684 0.00472308 0.00557608 0.00603397 0.00609867
internal_weight=0 730 640 480 2391 2342 1081 1261 1095 923 893 871 166 456 415 338 1041 340 110 140 106 160 129 72 57 421 77 358 1000 980
internal_count=3121 730 640 480 2391 2342 1081 1261 1095 923 893 871 166 456 415 338 1041 340 110 140 106 160 129 72 57 421 77 358 1000 980
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=31
num_cat=0
split_feature=1 4 457 3 2 124 2 11 42 2 43 402 3 48 42 2 147 4 3 1446 1447 402 42 15 15 2 15 4 1 12
split_gain=0.267164 0.0638558 0.0391313 0.0385534 0.0303344 0.0296841 0.0278392 0.0246468 0.0228104 0.0200757 0.0197225 0.0260996 0.0251251 0.0200565 0.0235046 0.0309357 0.0254885 0.0190326 0.0253848 0.0236733 0.0246632 0.0261858 0.0304783 0.0524889 0.078589 0.0251109 0.0236184 0.0196822 0.019472 0.0190565
threshold=0.10337500000000001 0.26790000000000008 0.079590000000000008 -0.07793499999999999 0.25063000000000007 -0.076779999999999987 0.14122000000000004 0.095720000000000013 -0.0060199999999999993 0.14753000000000002 -0.05647499999999999 0.089220000000000008 -0.0025099999999999996 0.11865500000000002 0.086835000000000009 0.13622000000000004 0.08789000000000001 -0.082249999999999976 0.092670000000000016 0.091180000000000011 -0.086059999999999984 0.10999000000000002 0.085730000000000015 0.088495000000000018 0.08517000000000001 0.10855000000000002 0.084735000000000019 0.0045450000000000013 0.098700000000000024 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 10 8 7 17 -1 -5 12 13 -3 14 15 16 -12 19 28 20 -7 22 25 24 -24 26 -22 -20 29 -19
right_child=1 4 -4 9 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 27 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053446118766889697 0.0057398227693307782 0.0022340802311037597 0.0012410996176768095 0.0038926829621362107 -0.0014602622881890663 0.0090235909447073936 0.0026932173990644515 0.0018275125158834272 0.0022060346901478052 0.001323473330638889 0.0065517673738733203 -0.00014499439320598658 -0.0011207857511608917 0.00027500881988089531 0.0010794076368068185 0.001865613423165326 0.0029396066193779313 0.006370545886472386 0.00053551515797153112 0.0024518267315579581 0.006531983187219508 0.0028327136599857893 0.0067782832656010268 0.0039193069168294856 0.014424363235011698 0.0022591314855076017 0.0050334643844299294 0.0045592161195893441 0.0030407949885090766 0.0051882388647651132
leaf_weight=39 114 65 50 196 24 25 41 20 57 36 56 26 34 20 29 38 30 151 20 20 216 28 41 26 20 21 205 31 39 1403
leaf_count=39 114 65 50 196 24 25 41 20 57 36 56 26 34 20 29 38 30 151 20 20 216 28 41 26 20 21 205 31 39 1403
internal_value=0 0.00300568 0.00385607 0.00423396 0.00195986 0.00520403 0.00527573 0.00532246 0.00348108 0.00349401 0.00223531 0.00280911 0.0010819 0.00325308 0.00364237 0.00424178 0.00529171 0.00535358 0.00517743 0.00583464 0.00595088 0.00581297 0.00597072 0.0076816 0.00928519 0.00563396 0.0058023 0.00298129 0.00524774 0.00530312
internal_weight=0 718 396 346 322 2403 2307 2266 96 232 298 199 99 173 153 124 86 2246 1644 602 582 557 529 87 61 442 421 51 1593 1554
internal_count=3121 718 396 346 322 2403 2307 2266 96 232 298 199 99 173 153 124 86 2246 1644 602 582 557 529 87 61 442 421 51 1593 1554
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 1 2 4 4 14 0 15 0 4 16 50 16 394 16 4 12 47 52 16 475 4 4 131
split_gain=5.16587 0.839408 0.566043 0.479202 0.305996 0.259049 0.175994 0.158064 0.143409 0.153826 0.140716 0.112921 0.118308 0.128672 0.111688 0.0872395 0.11966 0.0832873 0.0721471 0.0689499 0.0607526 0.0598096 0.058743 0.0577863 0.0519001 0.0515905 0.0518419 0.0525611 0.0505476 0.0504866
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.042705000000000007 0.13913500000000004 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.062655000000000016 -0.11173999999999999 -0.10469999999999999 -0.079119999999999982 0.40124500000000002 -0.44310499999999992 0.086295000000000011 -0.039889999999999988 -0.079154999999999989 -0.11118499999999999 -0.49013999999999996 0.09320500000000001 0.090100000000000013 -0.16675999999999999 -0.046599999999999996 -0.090954999999999994 -0.15464999999999998 -0.55119499999999988 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 23 6 11 -5 9 -4 -6 12 13 -1 -14 16 -7 20 -15 -16 -10 22 28 -3 -13 -23 -27 -28 -21 -2
right_child=1 2 8 7 10 15 -8 -9 17 -11 -12 24 14 18 19 -17 -18 -19 -20 21 -22 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00051157358741643383 0.0004678131851517124 0.00021666691154606786 0.00026268101715587987 0.00040628082643133067 0.00040761553279868278 0.00045933390828977404 0.00026438790245675574 0.00024038987623227931 0.0001108499224833365 0.00013874033102832085 0.00025100653418157177 0.00043557432073844122 0.0004608321643978946 0.00027868465043776682 0.00031555963661886893 0.00027649481824653993 0.00037243062644734862 0.00020383923532816444 0.00041362035362159502 0.00057845495495141715 6.8614438391992649e-06 0.00044228557393132141 0.00040721068037644998 0.00030673417324364623 0.00055115537701070001 0.00049848935986850779 0.00031639383860219565 0.00040577442796963957 0.00047082579674070804 0.0003524886217771792
leaf_weight=20 54 190 63 34 71 85 20 63 54 99 32 20 1191 39 20 25 215 22 25 23 36 262 38 32 59 20 29 198 62 20
leaf_count=20 54 190 63 34 71 85 20 63 54 99 32 20 1191 39 20 25 215 22 25 23 36 262 38 32 59 20 29 198 62 20
internal_value=0 0.000239626 0.000215287 0.000433596 0.000270631 0.000439169 0.000447412 0.000298537 0.000149641 0.000186939 0.00035896 0.000449237 0.000446258 0.000374294 0.000449538 0.000387779 0.000397053 9.56908e-05 0.000331394 0.000428908 6.92545e-05 0.000432495 0.000471298 0.00022965 0.000521894 0.000423119 0.000402788 0.000394356 0.000499949 0.000436644
internal_weight=0 673 599 2448 325 2351 2026 97 274 162 103 2006 1927 84 1843 325 300 112 64 652 90 632 123 222 79 509 247 227 85 74
internal_count=3121 673 599 2448 325 2351 2026 97 274 162 103 2006 1927 84 1843 325 300 112 64 652 90 632 123 222 79 509 247 227 85 74
is_linear=0
shrinkage=0.00196078


Tree=8980
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 14 4 1 0 159 4 15 4 0 4 2 1 2 16 4 12 16 47 0 50 15 3 50 0
split_gain=7.15442 1.16051 0.74835 0.597562 0.392818 0.350131 0.306768 0.29718 0.234056 0.21936 0.213437 0.195928 0.183098 0.152108 0.146319 0.141638 0.135324 0.12497 0.109864 0.106374 0.0922178 0.0970387 0.0852261 0.0816981 0.0758628 0.075687 0.0633593 0.0549537 0.0530505 0.0599452
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.09253500000000002 -0.11173999999999999 -1.0000000180025095e-35 0.40473500000000007 -0.098289999999999975 0.27834500000000006 -0.079119999999999982 0.42051500000000003 0.14285500000000004 0.16175000000000003 0.094835000000000017 -0.12029499999999999 -0.49013999999999996 0.08401500000000002 -0.039889999999999988 0.090100000000000013 -0.23091999999999999 0.083640000000000006 -0.059484999999999989 -0.012939999999999998 0.10883000000000001 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 23 6 7 9 18 12 -4 -6 -5 19 28 16 -12 27 -1 -9 25 -22 -14 24 -3 -16 -20 -17 29 -11
right_child=1 2 10 5 11 -7 -8 13 -10 14 15 -13 22 -15 20 17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058361504052738982 0.00053112778497400415 0.00037107704786442909 0.00036785351730557231 0.00060853405472110307 0.00049061172350127675 0.00035217784508096323 0.00065441396362600512 0.00052963784488003238 0.00032139849828058495 0.00065073073947075272 0.00029439732473158646 0.00030492712695865521 0.00033273896270060924 0.00031768281723301256 0.00055027263341139872 0.00023055872950938274 0.00015652235179972583 1.4103577636620577e-05 0.0004871959376770391 0.00044806602161981738 0.00040239365954025121 0.00051918639929195273 0.00047922591648245764 0.00038173161037554005 0.00026102045375523162 0.0006799879347354202 0.0003476523458061212 0.00013812883085203461 0.00052475867145423537 0.00056319778637564037
leaf_weight=26 76 28 26 20 74 39 86 120 67 31 62 31 37 22 98 36 49 25 29 126 29 481 26 33 172 21 22 79 137 1013
leaf_count=26 76 28 26 20 74 39 86 120 67 31 62 31 37 22 98 36 49 25 29 126 29 481 26 33 172 21 22 79 137 1013
internal_value=0 0.000302544 0.000274296 0.000528655 0.000336215 0.000536372 0.000539569 0.000534999 0.000406144 0.00054365 0.000198741 0.000435791 0.000445083 0.000473888 0.00054817 0.000181224 0.000233534 0.000139749 0.000479883 0.000487857 0.000524014 0.000512545 0.000393194 0.000291343 0.000276428 0.000573164 0.000427001 0.000167063 0.000561036 0.000565797
internal_weight=0 691 615 2430 338 2286 2247 2161 144 1893 277 105 83 268 1810 251 111 140 77 246 629 510 63 233 200 119 51 115 1181 1044
internal_count=3121 691 615 2430 338 2286 2247 2161 144 1893 277 105 83 268 1810 251 111 140 77 246 629 510 63 233 200 119 51 115 1181 1044
is_linear=0
shrinkage=0.00196078


Tree=8981
num_leaves=31
num_cat=0
split_feature=1 1 16 2 3 4 2 391 13 131 2 15 43 13 52 1 3 160 1 1 0 52 52 131 13 43 12 0 1444 11
split_gain=0.284573 0.0641613 0.035426 0.0309389 0.047281 0.030246 0.0310736 0.021782 0.0211295 0.0282861 0.0609027 0.0270409 0.024366 0.020853 0.0198624 0.0230236 0.0416896 0.0425502 0.0446876 0.0197428 0.0248205 0.0398297 0.0326924 0.0197399 0.0277016 0.0232726 0.0197169 0.0184174 0.0175004 0.0236176
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 1.0000000180025095e-35 -0.014944999999999998 0.40124500000000002 0.090175000000000019 -1.0000000180025095e-35 -0.0062949999999999994 0.090030000000000013 0.25063000000000007 -0.40580499999999992 -0.050459999999999998 -0.11122999999999998 -0.56741999999999992 0.088485000000000022 -0.13309499999999996 0.050340000000000003 0.096575000000000008 0.082005000000000008 -0.033209999999999996 0.10744000000000002 0.088785000000000017 0.090385000000000007 -0.063184999999999977 -0.085254999999999984 -0.10022999999999999 -0.030209999999999997 -0.083894999999999983 0.078065000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 23 6 13 -8 9 10 26 -11 27 -1 -9 19 -17 18 -18 20 -16 22 -22 24 -2 -26 -3 -10 -15 -30
right_child=1 8 -4 -5 -6 -7 7 14 12 11 -12 -13 -14 28 15 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.007717004042042762 0.0095988943197187933 0.0036069100257009271 0.0060896599863377969 0.0027599436570943164 0.00097147745400434366 0.0016717963635032489 0.0016860188636928797 0.0077464730841501689 0.0030774563294032526 0.0014355016492998167 -0.0045266111230012028 0.0060830288877089826 0.0045209064851016072 0.0026812835771124811 0.0052432044457706457 0.0067902567571607141 -0.0030829411543284854 0.0048503504776615759 0.0035218745144084095 0.0076890222105530804 0.0032497309063645925 0.00026425833434418397 0.0079709869978780105 0.0037679064762778584 0.0079989846725948156 0.003675948711337917 0.00066531922256703993 -0.00086710568284615881 0.0055965975765350177 0.008345646993257105
leaf_weight=49 21 31 62 220 28 22 20 26 29 31 20 21 56 20 670 29 21 36 20 29 44 27 22 40 20 33 86 20 1336 32
leaf_count=49 21 31 62 220 28 22 20 26 29 31 20 21 56 20 670 29 21 36 20 29 44 27 22 40 20 33 86 20 1336 32
internal_value=0 0.0030938 0.00388096 0.00350267 0.00465338 0.00536264 0.00539674 0.00495103 0.00195857 0.00132669 0.000572989 0.00331239 0.00309595 0.00568954 0.0050217 0.00494281 0.00355873 0.00234167 0.00013892 0.00512805 0.00503071 0.00349984 0.00482348 0.00555771 0.00652517 0.00530728 0.00144472 0.00146743 0.00561797 0.0056609
internal_weight=0 718 424 362 142 2403 2381 944 294 189 137 52 105 1437 924 898 106 77 41 792 763 93 66 114 74 53 117 49 1388 1368
internal_count=3121 718 424 362 142 2403 2381 944 294 189 137 52 105 1437 924 898 106 77 41 792 763 93 66 114 74 53 117 49 1388 1368
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=31
num_cat=0
split_feature=1 4 148 12 1 0 45 124 47 0 14 0 4 49 133 4 0 0 2 15 48 160 484 43 3 1 49 4 160 4
split_gain=0.230504 0.0558785 0.0356444 0.0301967 0.0269209 0.0267869 0.0260035 0.0307742 0.0193996 0.0304298 0.0189439 0.0343368 0.0455998 0.0388497 0.0381055 0.0313319 0.0272734 0.0232834 0.0196478 0.0193843 0.0172551 0.0172265 0.0291838 0.0315581 0.0199546 0.0166677 0.0164278 0.0181316 0.0163527 0.0199463
threshold=0.10337500000000001 0.26790000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.15471500000000002 0.22582000000000002 0.081955000000000014 -0.076779999999999987 0.078345000000000012 -0.061629999999999997 0.062655000000000016 -0.11173999999999999 0.0033150000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.022185000000000003 -0.15599999999999997 -0.097734999999999989 0.13093500000000002 0.095175000000000023 0.10493500000000001 -0.076689999999999994 0.096415000000000015 -1.0000000180025095e-35 -0.13309499999999996 0.07863500000000001 -0.066019999999999981 -0.04890499999999999 -0.55323499999999981 -0.52556499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 8 21 6 7 -1 20 -10 11 12 16 -14 -15 17 -9 -13 28 25 26 22 23 -3 -23 -12 -4 -28 -19 -30
right_child=1 4 3 -5 -6 -7 -8 10 9 -11 19 15 13 14 -16 -17 -18 18 -20 -21 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0030095279312485623 0.00032444670909054338 0.0026515521755021429 0.0029507425381430389 0.0048198996456089533 -0.00081222826598345175 0.0012705090655280012 0.0080029049091256011 0.002951325055704836 0.0060828536026259301 0.001891769903013483 0.0054641905463422126 0.0075005002194442425 0.0021980304925425633 0.0038688246444022905 0.0089982431814340617 0.0038197274432671051 -0.0015073248347186525 0.0026240201543529379 0.0019137992337346079 0.0043665450355488689 0.0049186624097637835 0.0033395187885342341 0.00044163952622076745 0.0076037852728570061 0.0010972045261536827 0.0090171468158763268 0.0025604147400537678 -0.0012758822047284671 0.0075023133896619972 0.0050559577959087242
leaf_weight=90 31 31 52 172 35 21 26 34 41 30 23 39 37 30 28 220 23 27 20 31 20 53 23 22 158 31 22 28 34 1689
leaf_count=90 31 31 52 172 35 21 26 34 41 30 23 39 37 30 28 220 23 27 20 31 20 53 23 22 158 31 22 28 34 1689
internal_value=0 0.00278442 0.00357992 0.00385641 0.0018061 0.00482638 0.00485772 0.00482301 0.00299775 0.00431197 0.00489504 0.00483796 0.00338828 0.00472992 0.0063451 0.00494656 0.00115222 0.0050836 0.00503035 0.00635966 0.00223292 0.00212541 0.0034163 0.0047072 0.00166044 0.00750385 0.0017063 0.000412088 0.00506597 0.00510423
internal_weight=0 718 396 365 322 2403 2382 2356 193 71 2266 2181 152 95 58 2029 57 1809 1770 85 122 287 76 53 211 54 102 50 1750 1723
internal_count=3121 718 396 365 322 2403 2382 2356 193 71 2266 2181 152 95 58 2029 57 1809 1770 85 122 287 76 53 211 54 102 50 1750 1723
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 1 2 2 4 1 2 150 2 12 4 47 12 399 11 15 10 16 4 4 160 2
split_gain=7.89884 1.24944 0.768631 0.666032 0.447441 0.358418 0.243196 0.23119 0.219174 0.19172 0.18199 0.169991 0.139004 0.127406 0.171422 0.0962554 0.0862431 0.0859906 0.113853 0.0793716 0.0589368 0.0576072 0.0542148 0.0506873 0.0629984 0.0489682 0.0484906 0.0484114 0.047321 0.0471022
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.14285500000000004 0.42051500000000003 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 0.09141500000000001 -0.51843499999999987 0.090100000000000013 0.11734000000000001 0.09141500000000001 1.0000000180025095e-35 -0.41942499999999994 -0.39453499999999991 0.19444000000000003 -0.036839999999999991 -0.00059999999999999995 -0.067824999999999983 0.15950500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 8 11 -6 13 -5 15 12 -4 17 16 20 -15 18 -1 -3 22 25 -7 -13 -25 27 -2 -19 -14 -26
right_child=1 2 6 9 7 10 -8 -9 -10 -11 -12 23 28 14 -16 -17 -18 21 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.00063829025467570762 0.00050046695651961306 0.00019592637512205209 0.00022141496948673085 0.00042461258589667123 0.00042944859092948647 0.00044193504557306595 0.0002743348201257182 0.00022415055534224102 0.00058710083473085498 0.00024191223985234081 0.0002988639189440816 9.2300559643125266e-05 0.00017271507232584417 0.00034143228206119777 0.00028104780107170488 0.00032832700130681881 0.0004664383265074527 0.00047299079532960806 0.00049258113479207265 0.00030006520448455095 0.00036881764497850774 0.00056112059775520777 0.00051388357657199211 8.487269755887821e-05 2.1526126200150624e-05 0.00037992110124369168 0.00039324496014445434 0.00040442552415614501 6.7904960971186895e-05 -0.00011304451538450723
leaf_weight=21 50 191 52 34 71 323 34 30 76 63 41 37 22 23 23 30 274 226 1131 33 37 20 46 22 20 32 24 48 67 20
leaf_count=21 50 191 52 34 71 323 34 30 76 63 41 37 22 23 23 30 274 226 1131 33 37 20 46 22 20 32 24 48 67 20
internal_value=0 0.000225324 0.000195629 0.000465177 0.000260121 0.000471746 0.000119132 0.000368469 0.000483961 0.000305952 0.000423759 9.71454e-05 0.000140872 0.000479601 0.000444129 0.000435504 0.000456758 0.000487281 0.000495237 0.000211268 0.000443423 0.000459166 0.000450904 3.48682e-05 5.94057e-07 0.000452503 0.000465692 0.000460979 9.38131e-05 -4.57592e-05
internal_weight=0 673 599 2448 325 2351 274 101 1874 97 477 240 141 1798 320 436 297 1478 1152 224 406 326 369 99 62 306 74 274 89 40
internal_count=3121 673 599 2448 325 2351 274 101 1874 97 477 240 141 1798 320 436 297 1478 1152 224 406 326 369 99 62 306 74 274 89 40
is_linear=0
shrinkage=0.00196078


Tree=8984
num_leaves=31
num_cat=0
split_feature=1 1 16 3 2 4 14 12 52 10 4 14 0 16 0 43 4 3 1 151 0 49 482 16 160 52 42 155 42 42
split_gain=0.225212 0.0582231 0.0422736 0.0302293 0.0261273 0.0437106 0.0256485 0.0246434 0.024289 0.0228761 0.0202244 0.020039 0.0190567 0.0215528 0.0182852 0.018085 0.0178919 0.0194903 0.0738632 0.0206487 0.0290959 0.0179955 0.0163688 0.0170066 0.0234979 0.0227083 0.0157479 0.0225555 0.0197846 0.0232602
threshold=0.11829500000000003 0.096325000000000008 0.40020000000000006 0.30112000000000005 0.10644500000000001 -0.069389999999999993 0.062655000000000016 -0.42850999999999995 0.12354000000000001 -0.089679999999999982 0.41379000000000005 -0.46166999999999997 -0.076899999999999982 -0.29154999999999992 -0.019414999999999998 -0.51144999999999985 -0.52556499999999995 -0.12018999999999998 0.080270000000000022 0.009020000000000002 -0.098289999999999975 -0.086009999999999989 0.11816500000000001 0.19444000000000003 -1.0000000180025095e-35 -0.5425549999999999 0.086730000000000015 0.083440000000000014 0.085730000000000015 0.086135000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 10 6 -6 15 -5 9 -3 14 -12 13 -7 -2 -1 -17 18 -18 21 -21 -19 23 26 -25 -26 27 28 -23 -30
right_child=3 2 -4 7 5 12 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 19 -20 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0022258668448086136 0.0038276226111889087 0.0059774412203114488 0.0053097652912732557 0.0025716960273070178 0.00028222553552158415 0.0047829716326668863 0.0065914399597193502 -0.0007508532573970465 0.0045938571398606697 0.0024852265815565899 0.0043309258979702878 0.00102973681891204 0.0047156626495478207 0.00029441308402253881 0.0006097766160521479 0.0072149778626138172 0.0055214880102807118 0.0072435923844971 -0.00087090427654662309 6.4299519484241813e-05 0.0045132439555030093 0.0049640654373613469 0.0076592961104498024 0.0062913448122950896 0.0052189490486246846 0.0014768268847838045 0.0044945159785190333 0.0081947510014288138 0.0091511394940316688 0.0053758199896386015
leaf_weight=27 111 20 110 34 31 20 83 65 86 302 22 112 188 23 21 31 51 33 28 21 49 901 21 24 24 50 537 24 25 47
leaf_count=27 111 20 110 34 31 20 83 65 86 302 22 112 188 23 21 31 51 33 28 21 49 901 21 24 24 50 537 24 25 47
internal_value=0 0.00452532 0.00356995 0.00188196 0.00474645 0.00380811 0.00487086 0.000390224 0.00310088 0.00270213 0.00243715 0.00157172 0.00428128 0.00238211 0.00331569 0.00479542 0.0048326 0.00479236 0.00325583 0.00486148 0.00317856 0.00493136 0.0048852 0.0048495 0.00357233 0.00269049 0.00493109 0.00516624 0.00509154 0.00668669
internal_weight=0 2756 518 365 2238 262 1976 99 408 322 266 134 231 43 132 1893 1866 1835 79 1756 70 1686 1653 1632 98 74 1534 997 973 72
internal_count=3121 2756 518 365 2238 262 1976 99 408 322 266 134 231 43 132 1893 1866 1835 79 1756 70 1686 1653 1632 98 74 1534 997 973 72
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 4 47 1 2 2 1 0 148 457 1 1 3 43 2 0 52 3 2 4 12 3 475 49 4
split_gain=10.765 1.36987 1.0465 0.941827 0.727709 0.474698 0.331871 0.320248 0.292904 0.286389 0.234612 0.22932 0.212074 0.20362 0.15309 0.225268 0.147633 0.107879 0.101947 0.101603 0.0997633 0.0987834 0.0982038 0.0918184 0.0867598 0.0804573 0.0804236 0.0798934 0.0772599 0.0697614
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.092235000000000025 0.088105000000000003 0.36766000000000004 0.13082500000000002 0.092845000000000025 0.11474000000000002 0.14122000000000004 0.085760000000000017 -0.14116499999999996 -1.0000000180025095e-35 0.080930000000000016 0.084525000000000003 0.13436000000000001 -0.14186499999999996 -0.04890499999999999 0.11362000000000001 -0.066689999999999985 0.40674500000000008 -0.097174999999999984 0.085730000000000015 -0.036839999999999991 0.098810000000000023 -0.028564999999999997 -0.087794999999999998 0.11560500000000001 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 5 11 18 10 16 -4 25 14 12 -1 -13 17 -16 26 -6 -3 -20 23 27 -19 -15 -2 -7 -5 -14 29 -29
right_child=1 3 8 7 6 9 -8 -9 -10 -11 -12 13 21 20 15 -17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00080538198341425062 0.00074306486666887652 0.00031149835949000428 0.00061822640016145913 0.00041092747281523754 0.00070372442658018976 0.00069292585681132572 0.00043359987014494276 0.00043603389146882769 0.0004045595156441472 0.00036637806717087237 0.00048699012068057965 0.00047083831836585127 0.00060642013752382564 0.00068443413486237435 0.00067173158421235922 0.00038096333896727358 0.00020212534931275994 0.00054202493645396884 0.00050154218243228066 0.00036544326134180368 0.00056588283493994561 0.00058585756181718301 0.00064255995972949175 0.00057831701812911199 0.00058180446921508736 0.00054900152289180779 0.00026497297488913734 0.00082378550236966426 0.00060159896460233958 0.00070948319326514218
leaf_weight=84 29 78 37 21 106 28 34 34 74 25 41 21 30 402 20 21 172 40 30 71 34 27 565 34 23 32 47 21 25 915
leaf_count=84 29 78 37 21 106 28 34 34 74 25 41 21 30 402 20 21 172 40 30 71 34 27 565 34 23 32 47 21 25 915
internal_value=0 0.000367836 0.000661948 0.000338463 0.000670487 0.000422042 0.000623296 0.000257934 0.000475782 0.000542699 0.00063143 0.000694986 0.000710689 0.000659741 0.000639305 0.000522802 0.000232703 0.000646023 0.000364746 0.000405869 0.000668182 0.000702876 0.000635913 0.000676159 0.000671738 0.000616166 0.000310047 0.000706064 0.000709174 0.000712048
internal_weight=0 590 2531 538 2420 264 827 274 111 85 793 1593 1102 491 752 41 240 711 179 101 470 1018 605 436 52 60 68 991 961 936
internal_count=3121 590 2531 538 2420 264 827 274 111 85 793 1593 1102 491 752 41 240 711 179 101 470 1018 605 436 52 60 68 991 961 936
is_linear=0
shrinkage=0.00196078


Tree=8986
num_leaves=31
num_cat=0
split_feature=1 2 3 2 15 393 41 1210 475 3 52 3 151 43 13 49 52 402 52 51 48 40 475 16 157 160 2 4 16 43
split_gain=0.226507 0.0534047 0.0380866 0.0297023 0.0262803 0.0339286 0.0336853 0.0234948 0.0267806 0.0353517 0.0447779 0.030565 0.0355872 0.0297595 0.0302535 0.0282894 0.0239558 0.0230483 0.0208855 0.0307882 0.0217017 0.0201521 0.0200873 0.0200147 0.0199155 0.0196406 0.0194114 0.0218745 0.0245898 0.0212471
threshold=0.10337500000000001 0.13404500000000005 -0.028564999999999997 -1.0000000180025095e-35 0.040760000000000005 0.086030000000000009 0.075585000000000013 -0.0084249999999999985 -0.085684999999999997 -0.15447499999999995 -0.083374999999999991 -0.076514999999999986 0.032230000000000009 -0.085474999999999982 -0.074044999999999986 0.12595000000000003 -0.54663499999999987 0.081585000000000019 -0.16675999999999999 0.088785000000000017 0.094680000000000014 -0.07632499999999999 0.0071950000000000009 -0.069144999999999984 -0.080299999999999996 -0.085764999999999994 1.0000000180025095e-35 -0.023539999999999995 -1.0000000180025095e-35 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 17 21 5 7 -6 -1 13 10 -10 23 15 -9 25 22 -16 -2 -3 -20 -21 -4 24 -11 -13 -15 -5 -28 29 -29
right_child=1 18 3 26 6 -7 -8 8 9 11 -12 12 -14 14 16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0019019601222894649 0.0044539080538247211 -0.0017745677442871967 0.0023212858642679903 0.0059684274235967845 0.0049788280651348682 0.00069982877078776564 0.007865890004350581 0.0082091262731223535 0.0056013271212577822 0.005872649728876746 -0.00023960358916415964 0.0018117862156941556 -0.0001287630226995264 0.0052366705429132869 0.0037741261301562192 0.0015661847358569504 0.0080906391350759402 0.0009082375676371158 0.0007157127972440765 0.0062080432329094035 0.002099621146529292 -0.00059227287920928277 0.0074480955595936406 0.0046140907316513683 0.0044293913371642102 0.0011875206176191568 0.0057466211686418821 0.00074284990515672807 -0.00071656865237111405 0.0037092102488451122
leaf_weight=34 220 20 53 22 1070 24 42 39 21 180 35 32 21 23 20 40 36 20 117 20 36 43 20 424 317 25 22 33 22 90
leaf_count=34 220 20 53 22 1070 24 42 39 21 180 35 32 21 23 20 40 36 20 117 20 36 43 20 424 317 25 22 33 22 90
internal_value=0 0.00270737 0.00323028 0.00244867 0.00473154 0.00442462 0.00508787 0.00449518 0.00456669 0.00439788 0.00195075 0.00453042 0.00388605 0.00585338 0.00496997 0.00409218 0.00654903 0.00415844 0.00128494 0.00163865 0.00356691 0.00101625 0.00436601 0.00498916 0.00418938 0.00312774 0.00317624 0.00280841 0.00236261 0.00291336
internal_weight=0 718 525 285 2403 1291 1112 1267 1233 1090 56 1034 430 143 104 409 56 240 193 173 56 96 369 604 349 48 189 167 145 123
internal_count=3121 718 525 285 2403 1291 1112 1267 1233 1090 56 1034 430 143 104 409 56 240 193 173 56 96 369 604 349 48 189 167 145 123
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 2 1 3 4 11 13 0 47 3 160 4 11 16 10 1 4 12 475 47 52
split_gain=12.7542 1.9875 1.258 1.06918 0.860926 0.631147 0.426613 0.35623 0.302813 0.25103 0.225853 0.196508 0.207123 0.175102 0.146205 0.142345 0.127687 0.12662 0.0952603 0.0927707 0.0865599 0.0861247 0.0819505 0.0744877 0.0647478 0.0633637 0.0625396 0.0557341 0.0554995 0.0536821
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.40473500000000007 0.14960000000000004 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.085760000000000017 -0.11171999999999999 0.27834500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.23001499999999997 0.12171500000000002 -0.11171999999999999 -1.0000000180025095e-35 0.0052350000000000009 0.08776500000000001 -0.070454999999999976 -0.38124499999999995 0.12337000000000002 -0.036839999999999991 0.096475000000000019 -0.088274999999999978 0.078345000000000012 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 15 9 26 13 -5 11 17 27 -13 14 18 24 -14 -4 -7 -17 -20 -16 -21 -12 28 -2 -6 -1 -3 -22
right_child=1 2 10 8 6 7 -8 -9 -10 -11 23 12 16 -15 21 19 -18 -19 20 22 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047149768772245453 0.00054581704735755926 0.00014073160243736923 4.0994279425043041e-05 0.0004550769021723853 0.00051344586655930778 0.00038330069926578681 0.00018706927675641303 0.00024468245414587171 0.00022546569354440281 0.00066088680684528792 -2.5214553617739884e-05 0.00030471971532439483 0.00036647924224433994 0.00029711819199078224 0.00062710923466867971 0.00030559742880635567 0.00051653205159717921 0.00021148449257381405 0.00049765367801163634 0.00022050361303185698 0.00042476004128953423 0.00049491293671538887 7.5870301921431924e-05 -0.00018075963459434168 8.0138531610389482e-05 0.00042324953657739303 0.00040091631567992146 0.00055108152965471855 0.00025073443611181166 0.00048628728953165062
leaf_weight=35 50 110 103 34 29 42 37 26 63 62 29 20 23 20 40 35 419 20 387 61 136 36 20 20 59 24 55 1014 21 91
leaf_count=35 50 110 103 34 29 42 37 26 63 62 29 20 23 20 40 35 419 20 387 61 136 36 20 20 59 24 55 1014 21 91
internal_value=0 0.000202904 0.000165452 0.000507687 0.000222482 0.00051601 0.000362495 0.000470328 0.000305948 0.000538604 2.38703e-05 0.000533587 0.000499893 0.00047813 0.000483076 0.000167118 0.000508724 6.87163e-05 0.000473643 0.000221242 0.000479823 0.00056449 0.000184792 -8.87023e-05 0.000134074 0.000506065 0.000439766 0.000548426 0.000158366 0.000449425
internal_weight=0 673 599 2448 427 2351 121 778 97 1573 172 1511 462 752 732 306 442 123 656 116 614 76 81 49 190 74 84 1049 131 227
internal_count=3121 673 599 2448 427 2351 121 778 97 1573 172 1511 462 752 732 306 442 123 656 116 614 76 81 49 190 74 84 1049 131 227
is_linear=0
shrinkage=0.00196078


Tree=8988
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 2 2 1 4 11 0 11 1 4 47 160 1 16 1 15 3 0 3 3 457
split_gain=14.5971 2.30262 1.48245 1.28309 0.903317 0.731121 0.477179 0.447706 0.381879 0.367724 0.330968 0.257167 0.249573 0.218768 0.169773 0.152712 0.200679 0.177514 0.245563 0.131963 0.127474 0.110013 0.0976316 0.0971284 0.094793 0.0947125 0.0824949 0.0749897 0.087254 0.0764358
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.13082500000000002 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.10672500000000001 0.14285500000000004 0.091195000000000012 0.27834500000000006 1.0000000180025095e-35 0.18019500000000002 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 -0.067824999999999983 0.090840000000000018 0.27776000000000006 0.11588000000000001 -0.41942499999999994 -0.11171999999999999 -0.010949999999999998 1.0000000180025095e-35 0.30112000000000005 0.096470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 8 12 -5 23 13 14 -4 -1 16 17 22 -19 27 -15 -18 25 -6 -13 -10 -7 -3 29 -29
right_child=1 2 6 9 10 26 -8 -9 15 -11 -12 24 -14 20 -16 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00075130090159545421 0.00070862043106056862 0.00030378896748462994 0.00038365060042134776 0.00065170627886551884 0.00071954302489757533 0.00054966614580968191 0.00045316256529027478 0.00045607274799954655 0.00060420487777717896 0.00039867912687261526 0.0004099440443165162 0.00020690505431191853 0.00068485715365080484 0.00033945443977277098 0.00085753542420489342 0.00052398555492069211 0.00089055621626079923 0.00072316258561377434 0.00047519835971098184 0.00047763899680884446 0.00017358617075853238 0.0007370465278041128 0.00064384244769391302 0.00057583620558164679 8.1493106617403478e-05 0.00071221736360195216 0.00038580632162907351 0.0004796095514646948 0.00030286774885730067 0.00032985308810191998
leaf_weight=1115 74 98 39 34 40 27 34 24 33 63 30 37 220 23 61 20 28 28 34 32 79 50 114 33 62 576 21 38 34 20
leaf_count=1115 74 98 39 34 40 27 34 24 33 63 30 37 220 23 61 20 28 28 34 32 79 50 114 33 62 576 21 38 34 20
internal_value=0 0.00038231 0.000341998 0.00070837 0.000431563 0.000717488 0.000235762 0.00072248 0.000725285 0.000487369 0.000583327 0.000204963 0.000745472 0.000258746 0.000756811 0.000693371 0.000697297 0.000687872 0.000587182 0.000361151 0.000210988 0.000792153 0.000696506 0.00065458 0.000128364 0.000706364 0.000477977 0.000341532 0.000381736 0.000427969
internal_weight=0 673 599 2448 325 2351 274 2303 2279 97 103 240 1396 141 1176 883 863 785 62 222 102 78 723 73 99 609 48 190 92 58
internal_count=3121 673 599 2448 325 2351 274 2303 2279 97 103 240 1396 141 1176 883 863 785 62 222 102 78 723 73 99 609 48 190 92 58
is_linear=0
shrinkage=0.00196078


Tree=8989
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 2 160 454 2 3 484 16 2 16 150 12 14 13 151 3 52 51 42 42 13 42 13 13 43 3
split_gain=0.292248 0.0702756 0.045249 0.0342349 0.0301106 0.0304039 0.0279701 0.0219795 0.028562 0.0310467 0.0292899 0.0361571 0.0217469 0.0202221 0.0247221 0.0202143 0.0239869 0.0283516 0.0281377 0.019407 0.0189761 0.0186699 0.0180624 0.0365183 0.0247525 0.04102 0.0244456 0.0285606 0.0250057 0.0205841
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.40124500000000002 0.092235000000000025 -0.24498999999999996 -0.037229999999999992 0.14753000000000002 0.099930000000000005 -0.077774999999999983 -0.50992999999999988 0.11411 -0.44310499999999992 0.089910000000000018 0.11734000000000001 -0.47071999999999997 -0.0079349999999999993 -1.0000000180025095e-35 -0.042499999999999989 0.0060650000000000009 0.088210000000000011 0.075730000000000006 0.086375000000000021 0.10935500000000002 -0.062154999999999995 -0.036034999999999991 -0.013634999999999998 0.093175000000000022 -0.098469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 -5 -8 9 10 -9 12 -12 -7 22 16 -13 21 -19 -20 -4 -18 24 -24 26 -26 28 -28 -15 -25
right_child=1 2 20 6 -6 13 7 8 -10 -11 11 15 -14 14 -16 -17 17 18 19 -21 -22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=0.0054755064979650631 0.0055195702072362313 0.0065400918880477556 -0.00012851783821928093 0.0060790564535030478 0.0015066230323017491 0.0063896334317343484 -0.00066445885924622423 0.0059927991935578382 0.00066957278453381888 0.0046969346779876329 0.0070368931244086958 0.0048050296353176238 0.0026391496098684998 -1.9669857763140251e-05 0.0014051673633124059 0.0046201761538648741 0.0015359454531406285 0.002614215115318075 -0.00010814756106842182 -0.0041572954424191266 0.0026415325516912468 0.0048597667901776739 0.0085323398478794853 0.0079724386031739414 0.0044194869546880641 -0.0013893224415369332 0.0085456195240840322 0.004613012093449549 0.0043885688522770526 0.0046517178856863347
leaf_weight=1584 90 25 79 24 22 66 20 23 59 87 23 20 22 22 24 23 109 21 29 20 36 20 30 20 31 20 20 241 31 280
leaf_count=1584 90 25 79 24 22 66 20 23 59 87 23 20 22 22 24 23 109 21 29 20 36 20 30 20 31 20 20 241 31 280
internal_value=0 0.00290314 0.0025352 0.00292874 0.00518911 0.00522331 0.00274817 0.00258023 0.00272254 0.00302764 0.00255916 0.00228399 0.00488689 0.00471442 0.00456064 0.00179998 0.00150379 0.00117201 -0.000448338 -0.00176086 0.000738628 0.00205127 0.00466961 0.00520576 0.00418487 0.00214152 0.00451676 0.00491436 0.00255873 0.0048731
internal_weight=0 730 640 525 2391 2369 500 476 456 397 310 287 45 785 719 242 219 199 70 49 115 129 695 330 365 51 314 261 53 300
internal_count=3121 730 640 525 2391 2369 500 476 456 397 310 287 45 785 719 242 219 199 70 49 115 129 695 330 365 51 314 261 53 300
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=31
num_cat=0
split_feature=1 52 1 1348 52 45 124 2 49 15 1 454 133 132 151 15 41 3 4 42 12 3 4 12 4 42 12 52 457 484
split_gain=0.236721 0.0569232 0.0380303 0.0254675 0.0305554 0.025159 0.0298239 0.0241106 0.0200219 0.0220628 0.0247145 0.0195154 0.0287189 0.0306131 0.0204986 0.018886 0.0306751 0.026003 0.0515261 0.0409237 0.0424804 0.0278686 0.0396422 0.0279343 0.0248544 0.0206496 0.021646 0.0537429 0.0221921 0.0207929
threshold=0.10312500000000001 -0.40967499999999996 0.13707500000000003 0.092395000000000019 0.17829500000000004 0.081955000000000014 -0.076779999999999987 0.14122000000000004 -1.0000000180025095e-35 -0.30407999999999996 0.16175000000000003 -1.0000000180025095e-35 0.089200000000000015 0.081465000000000024 0.077805000000000013 0.040760000000000005 0.075585000000000013 -0.12018999999999998 -0.019614999999999997 0.085225000000000009 0.084290000000000018 0.090900000000000009 -0.059649999999999988 0.086505000000000012 0.0049200000000000008 0.083995000000000014 0.083875000000000019 -0.015069999999999998 -1.0000000180025095e-35 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 11 6 -1 15 -4 10 -10 -3 13 14 -13 17 -17 18 19 20 -8 23 -23 25 -24 26 28 -28 -19 -30
right_child=1 2 8 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 21 -20 -21 -22 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0028507861918185681 0.0049676132029465719 -0.00040155344842267895 -0.0013354359453754319 -0.00076656614488456408 0.0050033886796573843 0.0077639558424170202 0.0013921271455252454 0.0023037715741183336 0.0015524343488505111 0.0035186769385626053 -0.0023590146507720938 0.0031980938871017245 0.00063891544954718235 0.00050135412442614319 0.0062525146485616764 0.0049461150743633844 0.007734990277813489 0.003411161853000522 -0.0008593751305642609 0.00013430075079668314 0.0066791340192271917 0.0048684435867471622 -0.0018868163647130132 0.0043554599798123188 0.0030986023251898588 0.0047078146268536882 0.011205584842711688 0.0042508282186463483 0.0069601233912569092 0.0033918299060314893
leaf_weight=90 90 21 31 20 59 26 21 41 70 38 21 260 56 40 24 1036 41 35 26 20 55 48 20 576 20 182 25 20 89 20
leaf_count=90 90 21 31 20 59 26 21 41 70 38 21 260 56 40 24 1036 41 35 26 20 55 48 20 576 20 182 25 20 89 20
internal_value=0 0.00261282 0.00228168 0.00272674 0.00287862 0.0046702 0.00463619 0.00470682 0.000946514 0.00149489 0.000649792 0.002566 0.00273 0.00309142 0.00345621 0.00475092 0.00505228 0.0044704 0.00308958 0.00415909 0.00521825 0.00463316 0.00293092 0.00479134 0.000605893 0.00546808 0.00620018 0.00811458 0.00560193 0.00630539
internal_weight=0 730 640 480 460 2391 2365 2275 160 129 91 401 380 324 284 2234 1077 1157 122 96 76 1035 88 947 40 371 189 45 144 109
internal_count=3121 730 640 480 460 2391 2365 2275 160 129 91 401 380 324 284 2234 1077 1157 122 96 76 1035 88 947 40 371 189 45 144 109
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=31
num_cat=0
split_feature=1 4 150 3 0 43 2 2 4 133 3 4 2 156 131 156 42 160 13 0 11 2 1452 159 159 2 1212 13 1212 484
split_gain=0.194335 0.0623313 0.0522313 0.0252886 0.0239915 0.0300973 0.0522435 0.0314667 0.0362799 0.0351737 0.0249814 0.0248444 0.0239453 0.0237847 0.0198146 0.0196424 0.0189192 0.0206028 0.0180731 0.0180247 0.0176631 0.017326 0.017068 0.0201007 0.032008 0.0256027 0.0280054 0.0222261 0.0215758 0.0219744
threshold=0.096325000000000008 0.26790000000000008 1.0000000180025095e-35 -0.12018999999999998 -0.074479999999999977 -0.084004999999999982 0.087245000000000003 0.097070000000000004 -0.07168999999999999 0.089405000000000012 0.092670000000000016 -0.46376499999999993 0.25063000000000007 0.10942000000000002 0.085335000000000008 0.12488500000000001 -0.019989999999999997 -0.080409999999999995 0.054800000000000008 0.010870000000000003 0.084110000000000004 0.14285500000000004 0.087755000000000014 0.11389500000000001 0.082105000000000025 0.084885000000000002 0.11137000000000001 -0.081224999999999978 0.11930500000000001 -0.066214999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 15 10 6 -6 -8 -9 -10 13 -7 14 22 16 -2 -3 -18 -13 20 -19 -5 23 24 25 26 -1 -25 29 -27
right_child=1 12 -4 21 5 11 7 8 9 -11 -12 18 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 27 -26 28 -28 -29 -30 -31
leaf_value=0.0051008864258018172 0.0067224964349427152 -0.00045956402879070358 0.0014981659430769281 0.003558444505505313 -0.0023777357896324247 0.0058615569610882441 0.0059349414209524795 -0.0015427840710617602 0.005478982884211071 0.00024371033401361536 0.00208796253322031 0.0039710124112776607 -0.0016019482573028654 0.0010732447635382414 -4.670792312191969e-05 0.0034512260493131416 0.0046510570753139982 0.0010842245633683751 0.0013471659523804254 0.0042080532774950068 0.0038372219698170999 0.00065424874721264296 0.0062586975645639795 0.00057354649028706331 0.0058441035095436952 0.0051966321164509284 0.001852316943196846 0.0049718387040775273 0.0071443770673464656 0.0037607051285707851
leaf_weight=508 45 27 139 310 20 66 30 20 33 21 44 277 24 20 55 31 33 139 29 30 28 22 56 27 169 125 28 20 22 723
leaf_count=508 45 27 139 310 20 66 30 20 33 21 44 277 24 20 55 31 33 139 29 30 28 22 56 27 169 125 28 20 22 723
internal_value=0 0.00251383 0.00317232 0.00374268 0.00426574 0.00365214 0.00230292 0.00320305 0.00209552 0.00344304 0.00444045 0.00410188 0.00144182 0.00450141 0.00167596 0.00538816 0.00204462 0.00233859 0.00372235 0.00195122 0.0015458 0.003366 0.00454227 0.00448301 0.00454382 0.00438753 0.00493119 0.00244516 0.00405258 0.00397237
internal_weight=0 883 547 408 2238 496 124 104 74 54 1742 372 336 1698 312 76 257 230 306 197 167 332 1678 1622 1575 1406 536 47 870 848
internal_count=3121 883 547 408 2238 496 124 104 74 54 1742 372 336 1698 312 76 257 230 306 197 167 332 1678 1622 1575 1406 536 47 870 848
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=31
num_cat=0
split_feature=1 123 44 3 2 393 13 15 447 48 13 4 12 0 3 0 16 9 4 0 15 393 0 1213 43 4 12 42 4 128
split_gain=0.160375 0.0520927 0.0436061 0.0348779 0.0248919 0.0254859 0.0242348 0.0404967 0.0223707 0.0261288 0.0208609 0.0256693 0.031578 0.0333681 0.0281944 0.0237886 0.0207489 0.0199374 0.0245006 0.0343795 0.0347199 0.0190709 0.0207726 0.0227974 0.0210806 0.0248177 0.0385603 0.0244287 0.0310662 0.0196646
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.11296500000000002 0.088850000000000012 0.086855000000000016 -0.42195999999999995 -0.0058549999999999991 0.084065000000000015 -0.0046349999999999994 -0.16152999999999998 -0.074729999999999977 0.10832500000000002 -0.082619999999999985 -0.10217499999999997 -0.23091999999999999 -0.082779999999999979 0.099965000000000012 0.50500500000000004 -0.10151999999999999 -0.41942499999999994 0.11213000000000002 -0.084044999999999995 0.104315 -0.45785999999999999 -0.39518999999999993 0.083310000000000009 -0.092459999999999987 -0.086849999999999997 0.11170500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 10 -5 -8 9 -1 -6 12 13 -12 16 -16 -13 18 -2 -20 -21 22 23 -11 -24 -26 -27 -28 -29 -30
right_child=17 -3 -4 6 5 -7 7 -9 -10 21 11 14 -14 -15 15 -17 -18 -19 19 20 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=0.0071478988875501928 0.0022901692387657367 0.0019396160393416022 0.007607243619337358 0.0045731169823557145 0.00039511503252599923 0.00077413438204010691 0.0024270305151326793 -0.0027482531188676757 0.0013178772758692505 0.0044925323908786138 0.0077927370373314861 0.0031581856379294289 0.00052894992753863338 0.0042609335773995411 0.00030679542118298785 0.0035780566268470808 -0.00021649904451087902 -0.0010511273969314062 0.0034273357372449974 0.00070848593318332284 -0.0036959469513967638 0.0069151749996387447 0.00045014954549038697 0.0018763460689972687 0.0066940714712612898 -0.00015168633170240491 0.0053918224549997836 1.4228474348783492e-05 0.0038142730827154269 0.00067011877101668651
leaf_weight=28 185 169 29 25 21 35 54 21 29 689 30 35 20 247 23 664 38 32 29 63 25 23 21 35 26 27 75 25 377 21
leaf_count=28 185 169 29 25 21 35 54 21 29 689 30 35 20 247 23 664 38 32 29 63 25 23 21 35 26 27 75 25 377 21
internal_value=0 0.00364123 0.00375108 0.00370788 0.00378145 0.00342983 0.00187674 0.000977951 0.00406587 0.00412503 0.00351605 0.00357806 0.00436637 0.00464344 0.00326999 0.00346854 0.0014015 0.00132238 0.00157387 0.000441271 -0.000542773 0.00406086 0.00401021 0.00436606 0.00355979 0.00367831 0.00352895 0.00372851 0.00343359 0.00364838
internal_weight=0 2787 2618 2589 2489 1113 100 75 1376 1347 1078 1057 297 277 760 687 73 334 302 117 88 1319 1296 724 572 551 525 498 423 398
internal_count=3121 2787 2618 2589 2489 1113 100 75 1376 1347 1078 1057 297 277 760 687 73 334 302 117 88 1319 1296 724 572 551 525 498 423 398
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=31
num_cat=0
split_feature=1 123 44 3 0 15 147 3 12 34 130 4 2 12 1 48 9 3 13 150 52 150 16 158 4 160 484 160 52 3
split_gain=0.129904 0.0421951 0.0353209 0.0282511 0.024911 0.0366923 0.0218378 0.0202169 0.0261712 0.0195175 0.0197887 0.0197983 0.0194773 0.0202299 0.0192414 0.0190795 0.0175303 0.0248114 0.0186244 0.0170208 0.0165072 0.0260259 0.0368993 0.0291985 0.0286056 0.0226643 0.0267833 0.0210026 0.0198224 0.0243332
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.11296500000000002 -0.065229999999999996 -0.040439999999999997 0.089365000000000014 0.30112000000000005 -0.42850999999999995 -0.038779999999999995 -0.0060099999999999989 -0.031404999999999995 0.13404500000000005 0.11232500000000002 0.08592000000000001 0.091220000000000009 0.081890000000000004 -0.083784999999999984 -0.16152999999999998 0.091105000000000005 0.008405000000000001 0.083250000000000005 0.19444000000000003 0.11817500000000002 -0.39518999999999993 -0.089974999999999986 -0.081614999999999979 -0.088244999999999976 0.088555000000000009 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 15 12 9 -9 -2 -11 -12 16 -14 -8 -5 18 -18 -1 -3 25 22 23 24 -22 26 -20 -27 -26 -30
right_child=7 19 -4 4 -6 -7 14 8 -10 10 11 -13 13 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25 28 27 -28 -29 29 -31
leaf_value=0.00097804318647831678 -0.00057717582535450206 0.0021638075022767426 0.0068465193621171962 0.004323859862051904 0.0045769327768104395 -0.0026250757583924991 0.003585414987438443 0.0021793094491038252 -0.0012830296881519809 -0.00037904099063498195 0.0049878229790080624 0.002000201299334784 -0.00059401461136682589 0.0032731423538456105 -0.00033645012295766783 0.00056827124827841841 0.0080554569279775029 0.0030743559543043378 0.0079890456236898898 -0.0006629073908552528 0.0074709303490817546 0.0069824151853099467 -0.00015752950178769728 0.0075933824433013809 0.0042925393319268139 7.9041519678536468e-05 0.0038817356220392099 0.0031966788346905954 0.0031486386922191414 0.006028195227225943
leaf_weight=30 33 144 29 24 23 22 22 34 61 29 26 151 24 31 29 31 20 20 20 25 20 25 24 20 310 22 77 1214 550 31
leaf_count=30 33 144 29 24 23 22 22 34 61 29 26 151 24 31 29 31 20 20 20 25 20 25 24 20 310 22 77 1214 550 31
internal_value=0 0.00327711 0.00337597 0.00333709 0.00168907 0.000826459 0.00340331 0.00119014 -4.38767e-05 0.00168065 0.00204234 0.00243906 0.00344615 0.00158566 0.00135533 0.00220707 0.00348909 0.00556491 0.00345365 0.00174565 0.00348576 0.00379732 0.00371395 0.00381375 0.00373077 0.0032567 0.0047286 0.00314119 0.00364682 0.00330228
internal_weight=0 2787 2618 2589 100 77 2489 334 95 239 206 177 2438 55 51 55 2383 40 2343 169 2313 980 955 931 911 1333 97 1236 891 581
internal_count=3121 2787 2618 2589 100 77 2489 334 95 239 206 177 2438 55 51 55 2383 40 2343 169 2313 980 955 931 911 1333 97 1236 891 581
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=31
num_cat=0
split_feature=1 399 3 12 4 42 13 42 39 12 15 151 2 160 155 0 401 4 3 474 475 51 51 16 0 4 15 39 1451 1453
split_gain=0.10586 0.0418002 0.0403814 0.0336553 0.0277227 0.0236259 0.0209433 0.0227931 0.0201373 0.0199007 0.0178079 0.0300923 0.0176628 0.0173716 0.016068 0.0161189 0.0219877 0.0313587 0.0184104 0.0170872 0.0280248 0.0245645 0.015847 0.0148602 0.0171593 0.0146992 0.0144074 0.0139872 0.0137665 0.0154019
threshold=0.096325000000000008 1.0000000180025095e-35 0.31299000000000005 -1.0000000180025095e-35 0.024790000000000003 0.11799500000000002 -0.0093149999999999986 -0.027559999999999998 0.090880000000000016 -0.42850999999999995 -0.033689999999999991 0.050660000000000004 0.15950500000000004 -0.013904999999999999 0.12016500000000001 -0.074479999999999977 0.080710000000000018 -0.55119499999999988 0.092670000000000016 0.087530000000000011 -0.048844999999999993 -0.034734999999999995 -0.16666999999999996 0.054560000000000004 -0.046359999999999991 -0.055319999999999994 0.013270000000000002 0.087880000000000014 0.088880000000000015 -0.095239999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 6 5 22 27 -8 -9 -4 11 13 -11 -6 15 18 17 -17 28 20 -19 -21 -5 26 25 -25 -24 -2 29 -1
right_child=1 -3 9 4 10 -7 7 8 -10 12 -12 -13 -14 -15 -16 16 -18 19 -20 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00078807740161816275 0.0031816468918959631 -0.0022950291463833612 0.0023328849279712284 0.0061283263154327874 0.0032243538164853387 0.00062380488315183264 0.002396102366037667 -0.0031755072447205226 0.00092096934316768546 0.0002472853859944735 -9.2677004490601461e-05 0.0059769672353286304 -0.0030651682217880576 0.0012522575155059319 0.00029247550235595555 0.0063431942651125915 0.0003212390868851033 -0.0010599643362432041 0.0012630784963469277 0.0063931303409238659 0.0026180772444058678 0.001769259765278548 0.0037296227565476376 -0.00078514379216358069 0.0037194297403377826 0.0027916885964158512 0.0068491291301324966 0.0012154192125308329 0.0058794876169745948 0.0033397789448413591
leaf_weight=24 53 24 31 25 67 27 23 28 21 60 37 20 22 134 20 24 38 22 44 27 355 20 57 20 73 27 20 114 21 1643
leaf_count=24 53 24 31 25 67 27 23 28 21 60 37 20 22 134 20 24 38 22 44 27 355 20 57 20 73 27 20 114 21 1643
internal_value=0 0.0018212 0.00193621 0.00220306 0.00266422 0.00341692 0.00122478 -0.000200882 -0.00141987 0.000174539 0.00193777 0.00227771 -0.000641422 0.00190962 0.00311421 0.00313966 0.00263074 0.00282664 0.00328246 0.00262759 0.00240344 0.00442553 0.00375662 0.00345565 0.00275993 0.00126963 0.00453988 0.00183943 0.00333509 0.00330304
internal_weight=0 883 859 746 507 249 239 72 49 113 258 221 82 201 2238 2218 486 448 1732 424 377 47 222 197 120 47 77 167 1688 1667
internal_count=3121 883 859 746 507 249 239 72 49 113 258 221 82 201 2238 2218 486 448 1732 424 377 47 222 197 120 47 77 167 1688 1667
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 159 2 2 4 1 131 47 14 3 1 15 3 52 1 2 0 131 4 12 15
split_gain=12.2372 1.92597 1.22853 1.19723 0.724802 0.609941 0.496679 0.432703 0.401267 0.38655 0.365274 0.320115 0.236354 0.283872 0.178253 0.16976 0.143783 0.132176 0.116398 0.113775 0.0988895 0.12845 0.0921136 0.0979232 0.198605 0.0992296 0.0908796 0.0862323 0.0856917 0.0847183
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.10672500000000001 0.09253500000000002 -1.0000000180025095e-35 0.089885000000000007 0.14285500000000004 0.40945500000000007 0.091450000000000017 0.086835000000000009 0.090100000000000013 0.096015000000000017 0.0068900000000000012 0.11588000000000001 -0.41396999999999995 0.31534000000000006 -0.56176499999999996 0.088485000000000022 0.097845000000000015 0.062580000000000011 0.09031500000000002 0.0033150000000000007 0.090345000000000023 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 16 6 7 11 19 -5 -4 14 13 18 29 20 -3 -9 -12 -6 -14 -22 -13 25 -25 27 -2 28 -24 -1
right_child=1 2 10 9 8 -7 -8 17 -10 -11 12 22 15 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00084184445753818801 0.00075636220937158735 0.0003706895446749197 0.00049637770238100676 0.00066240497079550053 0.00073826820900042844 0.00047913746973334855 0.00044553205750736535 0.00090918613903701062 0.00039185782691009905 0.00040298162055440383 0.0003096751531805186 0.00077503954273423336 0.00022716651529846576 0.00024100819495203831 0.00068466425508984224 0.00033380381328032191 0.00051085286404643109 0.00073741683325565909 0.00050411523675008923 0.00058273331074578663 0.00017244945049784609 -2.6238208500512356e-05 0.00075752401454431072 0.00046919688485027135 0.00068923053661169192 0.00060870098435918455 0.00061108057288562551 0.00066802901030732595 0.0006963971689415119 0.0007438424119235739
leaf_weight=35 49 191 26 34 40 41 25 61 28 63 20 45 31 95 210 22 33 24 29 33 29 22 122 24 46 53 25 255 318 1092
leaf_count=35 49 191 26 34 40 41 25 61 28 63 20 45 31 95 210 22 33 24 29 33 29 22 122 24 46 53 25 255 318 1092
internal_value=0 0.000408849 0.000371981 0.000707391 0.000453516 0.000716199 0.000720407 0.000723414 0.000591415 0.000493914 0.00027527 0.00071811 0.00025209 0.000303532 0.000737113 0.000180862 0.000391339 0.000860687 0.000424752 0.000667958 0.000139829 8.6741e-05 0.000688671 0.000683919 0.00061379 0.000690482 0.000707281 0.000696719 0.000713346 0.000746886
internal_weight=0 673 599 2448 325 2351 2310 2285 101 97 274 2200 248 144 1337 104 224 85 49 73 82 51 863 818 70 748 74 695 440 1127
internal_count=3121 673 599 2448 325 2351 2310 2285 101 97 274 2200 248 144 1337 104 224 85 49 73 82 51 863 818 70 748 74 695 440 1127
is_linear=0
shrinkage=0.00196078


Tree=8996
num_leaves=31
num_cat=0
split_feature=1 123 44 3 2 129 0 15 51 1 49 15 48 1429 51 484 1447 1446 480 475 42 151 159 1 12 0 474 130 1 12
split_gain=0.120235 0.0382505 0.0314874 0.0259224 0.0202584 0.0274119 0.0197632 0.0303451 0.0185965 0.0263755 0.0185167 0.0171055 0.0160262 0.0158753 0.0210649 0.049996 0.0200882 0.0437487 0.0368439 0.0211815 0.030355 0.0191664 0.0211523 0.0169054 0.0282258 0.0248572 0.0217635 0.0175963 0.0173485 0.0265596
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.11296500000000002 0.089885000000000007 -1.0000000180025095e-35 -0.065229999999999996 -0.040439999999999997 -0.40274499999999996 0.16773500000000005 -0.097394999999999995 -0.24436499999999997 0.091220000000000009 -0.084934999999999997 -0.090529999999999985 0.084040000000000017 -0.085804999999999979 0.086940000000000003 0.08759500000000002 -0.085719999999999977 0.083795000000000022 -0.15599999999999997 0.11389500000000001 0.085110000000000005 0.080890000000000017 -0.060129999999999996 0.085960000000000023 -0.016449999999999996 0.089105000000000018 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -6 7 12 -2 -10 -1 -3 -5 -12 15 -15 17 18 -16 20 -18 -21 23 24 -23 27 -26 -25 -29 -30
right_child=8 11 -4 6 5 -7 -8 -9 9 -11 13 -13 -14 14 16 -17 19 -19 -20 21 -22 22 -24 25 26 -27 -28 28 29 -31
leaf_value=0.0057543175852563435 0.0039546705266136836 -0.00071236285730265087 0.0065895612983851983 0.0041246517313993534 -0.00067082123598083854 0.003068505851057331 0.0042696391859942161 -0.0022097566027448261 0.0012557303414435191 -0.002414319184165271 0.005591473172211813 0.0021698224922925119 0.00068265556380332965 0.0032863265319252135 0.0055968966131331403 -0.002151889982897873 0.0081404832825064666 -0.0020279696583747862 0.00020631193571413555 0.00072158778131542142 0.0031615341523623408 0.0069169693684671078 0.0011410833787963246 0.0059597318246960643 0.0037625008920785402 -0.00022150799632072451 0.0067703304439783096 0.0021306762852890521 0.0044477630177118636 0.0024950034084031359
leaf_weight=38 23 24 29 24 20 991 23 22 290 21 36 145 31 73 32 22 25 20 21 23 24 32 33 25 637 20 25 106 166 120
leaf_count=38 23 24 29 24 20 991 23 22 290 21 36 145 31 73 32 22 25 20 21 23 24 32 33 25 637 20 25 106 166 120
internal_value=0 0.00321863 0.00331276 0.00327605 0.00333948 0.00299453 0.00169741 0.000929082 0.00121083 0.00100791 0.00357543 0.00176052 0.00218462 0.00351794 0.00346477 0.00202695 0.00356912 0.00195718 0.003461 0.00366432 0.00570181 0.00358021 0.0036367 0.00370951 0.0040163 0.0032223 0.00387609 0.00338747 0.00322342 0.00362842
internal_weight=0 2787 2618 2589 2489 1011 100 77 334 311 1478 169 55 1440 1404 95 1309 73 53 1236 49 1187 1164 1131 694 437 662 417 392 286
internal_count=3121 2787 2618 2589 2489 1011 100 77 334 311 1478 169 55 1440 1404 95 1309 73 53 1236 49 1187 1164 1131 694 437 662 417 392 286
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=31
num_cat=0
split_feature=1 4 2 48 15 96 132 10 3 133 12 14 392 13 52 133 4 42 1 40 49 15 0 1185 13 1213 13 13 3 159
split_gain=0.0978135 0.0375042 0.0313878 0.0332922 0.0316525 0.0268518 0.0216305 0.0202173 0.0187179 0.0222065 0.0243067 0.0171376 0.0154163 0.0183674 0.0251569 0.0290329 0.029533 0.0227757 0.0351441 0.0213092 0.0179027 0.0340005 0.0252448 0.0168448 0.0186597 0.0212365 0.0201323 0.0343425 0.0194706 0.0184067
threshold=0.096325000000000008 -0.17966999999999997 0.13622000000000004 -0.089099999999999999 -0.079929999999999987 0.088850000000000026 -1.0000000180025095e-35 -0.39840999999999999 -0.028564999999999997 0.091250000000000012 -0.12529499999999996 0.062655000000000016 0.091685000000000003 0.038215000000000006 -0.14488499999999996 1.0000000180025095e-35 -0.111605 -0.079539999999999986 0.08864000000000001 -0.026419999999999996 0.09567500000000001 -0.081924999999999984 -0.077084999999999987 0.089300000000000004 -0.07743499999999999 -0.085049999999999987 -0.081029999999999977 -0.081659999999999996 -0.090569999999999984 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 7 6 -5 -4 -8 10 -10 12 13 17 -15 16 -16 18 -1 -19 21 -18 -23 24 26 -26 27 29 -27 -21
right_child=1 2 4 5 -6 -7 8 -9 9 -11 -12 -13 -14 14 15 -17 20 19 -20 23 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0035298669041261416 0.0034398235671687875 0.005888059277785942 0.0039075728830357554 -0.00054159434046596288 -0.0025767167053756218 -0.0018620106775779279 0.0026616555597901302 0.00043588021052038626 0.0046294562500686599 -0.0015802246539599518 0.0014078588621595049 0.0044563223061794858 0.0055754877930588049 0.0044294240163275751 -0.0022169093368574976 0.0032289161214043532 0.0058072514645755293 0.00067701094482866368 0.0072486599713946429 0.004134971901436163 -0.0010503312934729149 -0.00088827869767555973 0.0031495375457840664 0.0058701791800558571 0.0049642387722783239 0.00052626466791729865 0.0045448470542794979 -0.00036877760830975607 0.002569390706536309 0.0029373322172910254
leaf_weight=275 122 20 20 35 31 20 247 104 26 22 236 84 23 41 26 79 20 41 28 164 21 32 30 20 34 51 105 28 546 590
leaf_count=275 122 20 20 35 31 20 247 104 26 22 236 84 23 41 26 79 20 41 28 164 21 32 30 20 34 51 105 28 546 590
internal_value=0 0.00181213 0.00155119 0.00187599 0.000281321 0.00173906 0.00186631 0.000995831 0.00202502 0.00147132 0.00172756 0.00305503 0.00300038 0.00297259 0.00216546 0.0017192 0.000794648 0.00307938 0.00387352 0.00292699 0.00155485 0.00222203 0.0010655 0.00298697 0.00294898 0.0025333 0.0032447 0.00307012 0.00239485 0.00319783
internal_weight=0 883 761 606 155 586 566 124 531 284 262 2238 2154 2131 249 208 129 1882 303 1579 103 82 62 1538 1518 631 887 782 597 754
internal_count=3121 883 761 606 155 586 566 124 531 284 262 2238 2154 2131 249 208 129 1882 303 1579 103 82 62 1538 1518 631 887 782 597 754
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 14 2 1 1 0 0 15 10 475 47 1 123 151 15 1 156 133 3 15 16 16 16
split_gain=5.69706 1.03649 0.615436 0.445858 0.327566 0.297768 0.175176 0.162502 0.153773 0.152451 0.141084 0.110466 0.0900522 0.0838403 0.133301 0.0726844 0.0657134 0.0644875 0.0634635 0.0633748 0.0627287 0.0622877 0.0940475 0.0664101 0.070678 0.0895017 0.0687517 0.0518608 0.0509243 0.101776
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.13082500000000002 0.27834500000000006 0.076975000000000002 0.14122000000000004 0.092845000000000025 0.14860500000000001 -0.23091999999999999 -0.098289999999999975 -0.13578499999999996 -0.013164999999999998 -0.08230999999999998 0.090100000000000013 0.085605000000000014 0.11135500000000001 -0.088784999999999989 0.040760000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.057185000000000007 -0.11171999999999999 -0.040804999999999994 0.057265000000000003 0.0057500000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 8 11 -6 13 12 -5 19 -7 14 -1 -13 -14 20 -16 27 -3 23 -23 24 25 -18 -26 -4 -15 -30
right_child=1 2 6 10 7 9 -8 -9 -10 -11 -12 15 16 28 18 -17 21 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00057926261515328376 0.00047814377234677778 0.00032118060364765119 0.00017013934863747539 0.00042682025195644785 0.00043453914732195456 0.00031760800901598646 0.00029248813581546823 0.00027166531752554978 0.00058206684494792836 0.00032123627714787813 0.00027186173395939459 -2.2651999469791703e-05 0.00051430275803621367 0.00049070261165970832 0.00045358805891937892 0.00012338321472895868 0.00031587546347344123 0.00033172910619874062 0.00036790047483940824 6.9980897565035768e-05 0.00022251490673808662 0.00045330281380246128 0.00057165498662666947 0.00048299890322740319 0.00043040778218107593 0.00041559842850041721 0.00053759609409073151 0.00027070711573263519 0.0003966318903600468 0.00049042558066704988
leaf_weight=22 76 29 138 37 72 21 37 35 60 41 58 20 53 1161 73 38 44 32 61 21 170 185 30 73 129 162 28 23 70 122
leaf_count=22 76 29 138 37 72 21 37 35 60 41 58 20 53 1161 73 38 44 32 61 21 170 185 30 73 129 162 28 23 70 122
internal_value=0 0.000262118 0.000235423 0.00046389 0.000291575 0.000469247 0.000166905 0.000381263 0.000484719 0.000437557 0.000332214 0.000147544 0.000444135 0.000480848 0.000437805 7.30262e-05 0.00044791 0.000250031 0.000414581 0.000171292 0.000236893 0.000442504 0.000469817 0.000429036 0.000418184 0.000394298 0.000449524 0.000184506 0.000485811 0.00045623
internal_weight=0 691 615 2430 338 2335 277 107 1569 766 95 240 725 1509 156 58 704 231 134 182 199 651 215 436 363 206 157 161 1353 192
internal_count=3121 691 615 2430 338 2335 277 107 1569 766 95 240 725 1509 156 58 704 231 134 182 199 651 215 436 363 206 157 161 1353 192
is_linear=0
shrinkage=0.00196078


Tree=8999
num_leaves=31
num_cat=0
split_feature=4 2 3 106 44 2 48 455 457 14 0 475 4 52 15 0 11 484 159 13 16 48 42 42 13 147 4 16 0 1
split_gain=0.101492 0.048198 0.0372316 0.0241133 0.026039 0.0228559 0.020331 0.0158382 0.0244346 0.0151546 0.0224188 0.0461122 0.0407887 0.047866 0.0304551 0.0299434 0.0176544 0.0149693 0.0264406 0.0167755 0.036774 0.0160173 0.0198141 0.0193493 0.0181445 0.0260135 0.014759 0.0234051 0.0216492 0.0250549
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.085655000000000009 0.081805000000000017 0.25063000000000007 0.14093000000000003 0.092985000000000012 0.26807500000000006 0.076175000000000007 -0.11173999999999999 -0.052309999999999988 -0.0016099999999999997 0.15915500000000002 -0.087894999999999987 -0.14723999999999998 0.096970000000000015 0.096415000000000015 0.085035000000000013 1.0000000180025095e-35 -0.44310499999999992 0.12118000000000002 0.088670000000000013 0.09858500000000002 -0.39067499999999994 0.088610000000000008 -0.49405499999999997 0.19444000000000003 -0.026509999999999995 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 17 7 8 9 10 11 -1 15 14 -14 -13 26 18 19 21 -21 22 24 -24 -2 -26 27 -12 -28 -30
right_child=5 -3 -4 -5 -6 -7 -8 -9 -10 -11 16 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.0025415046326816085 0.00026042263392203803 -0.00082464851932882363 0.00061765766576937743 0.00030479037504260162 0.0057442755746730679 -0.0017619825230212882 0.00023459306464064866 0.0057125645831389276 -3.4325851127505308e-05 0.0044042513023355399 0.006885128597227428 0.002459012419140808 0.0034868325260971247 -0.00012172873442371687 0.0078580962726846337 -0.0016799060595703537 0.00026110490739700341 -0.00083558198120617486 0.0031072700899308445 0.00238774133668769 -0.0033423473903288446 -0.0010028491970961509 -0.0016671777712102855 0.0018201432963151757 0.0047922173499100607 0.0010674512605570877 0.0031800341859314928 0.0035431081555509954 0.0024949106396984703 -0.0014073425793044625
leaf_weight=20 24 33 63 31 37 24 25 23 25 87 26 44 37 21 28 29 21 27 87 21 24 23 26 41 50 30 1989 108 76 21
leaf_count=20 24 33 63 31 37 24 25 23 25 87 26 44 37 21 28 29 21 27 87 21 24 23 26 41 50 30 1989 108 76 21
internal_value=0 0.00297401 0.00302025 0.00307741 0.00311025 0.00122416 0.00307248 0.00310025 0.00307652 0.00310754 0.00306092 0.00198398 0.00255322 0.00402887 0.00536984 0.000814785 0.00314694 0.00142718 0.00161459 0.00107123 -0.000668306 0.00147473 0.00180798 0.000466855 0.00267197 0.00339543 0.00317424 0.00419156 0.00310889 0.00165009
internal_weight=0 2744 2711 2648 2617 377 2580 2555 2532 2507 2420 179 159 86 65 73 2241 353 326 239 45 194 171 67 104 80 2220 134 2086 97
internal_count=3121 2744 2711 2648 2617 377 2580 2555 2532 2507 2420 179 159 86 65 73 2241 353 326 239 45 194 171 67 104 80 2220 134 2086 97
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 2 376 1 14 2 4 1 475 3 10 457 12 156 15 1 52 43 160 2 123 15 475 52
split_gain=4.81709 0.607824 0.528525 0.413502 0.339069 0.247034 0.21057 0.167727 0.156212 0.14001 0.12922 0.121462 0.103898 0.0868884 0.0740753 0.0722507 0.0680098 0.0601461 0.0597434 0.0522133 0.057167 0.0655366 0.0567587 0.0504011 0.0485127 0.0483581 0.0475344 0.0468134 0.0462608 0.0536432
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.092235000000000025 0.10803500000000001 0.14122000000000004 0.080200000000000007 0.09253500000000002 0.076175000000000007 0.17025000000000004 0.42051500000000003 0.087135000000000004 -0.08230999999999998 0.30112000000000005 -0.38124499999999995 0.080930000000000016 0.08401500000000002 1.0000000180025095e-35 0.024640000000000006 0.082005000000000008 0.039215000000000007 -0.080324999999999994 -1.0000000180025095e-35 0.10699500000000002 0.088205000000000019 -0.040439999999999997 -0.088274999999999978 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 10 8 14 -3 -4 13 12 15 28 -7 26 -13 19 -15 20 22 -22 -16 -11 -14 -21 27 -5 -1 -30
right_child=1 3 9 11 -6 7 -8 -9 -10 23 -12 16 24 18 17 -17 -18 -19 -20 25 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00038008903329436841 0.00042471819996923706 0.00037161019643299566 0.00039152380905082965 0.00033296909488037359 0.00025648193858454334 0.00046944377730272387 0.00021415761162393214 0.00027791768310672638 0.00019321978186695454 0.00027117128516560425 0.0005309376070513598 0.00011940205872817246 0.0001901993116116342 0.00036154963143708449 0.00036203284012421047 0.00013479919531960891 -2.4695911618205264e-05 0.00032588600983132423 0.00042524867670336877 0.00048610547945693343 0.0004121221883263646 0.00052761533232379689 0.00041304115184504154 0.00015853154155609208 0.00010385368070451588 0.00039332909458813972 0.00016809339315502665 0.00021451399673510084 0.00045285897361673773 0.00036267388449085603
leaf_weight=37 52 77 34 29 45 66 162 41 25 56 61 34 36 67 207 30 20 39 365 54 188 21 141 21 82 36 20 23 1026 26
leaf_count=37 52 77 34 29 45 66 162 41 25 56 61 34 36 67 207 30 20 39 365 54 188 21 141 21 82 36 20 23 1026 26
internal_value=0 0.000222285 0.000419027 0.000202719 0.000425095 0.00042829 0.000258099 0.000400045 0.000327887 0.000286726 0.000442448 0.00014936 0.000169813 0.000438899 0.000406703 0.000215645 6.60324e-05 0.000400667 0.000415369 0.000405175 0.000398094 0.000423727 0.0003827 0.000240451 0.000130196 0.000448995 0.00024933 0.000280575 0.000448233 0.00045063
internal_weight=0 590 2531 538 2420 2375 264 793 102 111 1582 274 220 1521 752 102 54 686 432 647 557 209 348 77 118 90 72 52 1089 1052
internal_count=3121 590 2531 538 2420 2375 264 793 102 111 1582 274 220 1521 752 102 54 686 432 647 557 209 348 77 118 90 72 52 1089 1052
is_linear=0
shrinkage=0.00196078


Tree=9001
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 2 1 2 457 2 4 4 150 0 0 0 156 475 12 1 52 4 10 47 43 4 15 4
split_gain=5.88043 0.735163 0.587802 0.54701 0.401629 0.253303 0.187456 0.180836 0.179531 0.172244 0.16838 0.139546 0.136744 0.112745 0.1414 0.0891356 0.0777721 0.0827652 0.0979561 0.0749727 0.0706561 0.0678471 0.0653642 0.0801736 0.0607328 0.0586641 0.0610349 0.0577046 0.0494587 0.0968702
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.10045500000000002 0.089410000000000003 0.076975000000000002 0.14285500000000004 0.092845000000000025 0.17025000000000004 0.080930000000000016 0.11474000000000002 -0.111605 0.00063500000000000004 0.089910000000000018 -0.15090499999999998 -0.11173999999999999 -0.079119999999999982 -1.0000000180025095e-35 -0.069854999999999987 0.11586 0.11588000000000001 0.039215000000000007 0.061775000000000004 -0.38124499999999995 0.090100000000000013 -0.080954999999999985 -0.036839999999999991 0.040760000000000005 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 4 5 6 25 13 10 -4 12 19 21 -5 16 15 -15 -1 -18 -19 -6 -14 -7 23 -21 -11 26 -3 -2 29 -20
right_child=1 3 8 9 7 11 -8 -9 -10 24 -12 -13 20 14 -16 -17 17 18 28 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041767872212564243 0.00053167941805637713 0.00017151444967763099 0.00044025065758372656 0.00033900008741068963 0.00050695941086794326 0.00050895503001515145 0.00058343932203023261 0.00029626750692073397 0.00027297060116414801 0.0001191935782154835 0.00030282901762071631 0.00025106889433136175 0.00016363513092273416 0.00059007692278600205 0.00033319398073716928 0.00045383163487380432 0.00050186688782144278 0.00059701218776099388 0.00048154166033227718 0.00043379146194352141 0.00028655220580962941 0.00037502502968321229 0.00046503992449100425 0.00034141752159746449 -1.6977202065069887e-05 0.00033354893039617284 0.0002605363779797725 0.00040016482121296043 0.0004781136948431746 0.00037669896472852641
leaf_weight=55 29 40 37 22 66 26 75 39 74 34 34 22 178 20 36 240 1081 22 72 146 20 33 154 48 20 29 114 23 268 64
leaf_count=55 29 40 37 22 66 26 75 39 74 34 34 22 178 20 36 240 1081 22 72 146 20 33 154 48 20 29 114 23 268 64
internal_value=0 0.000250879 0.000468254 0.000229361 0.000474653 0.000293056 0.000487332 0.000424328 0.000328731 0.00016799 0.000435476 0.000384348 0.000192346 0.000483453 0.000448365 0.000464312 0.000490102 0.000492745 0.000469597 0.00044637 0.000176051 0.000434045 0.000434879 0.000410936 6.876e-05 0.000252648 0.000237414 0.00047351 0.000462659 0.000432204
internal_weight=0 590 2531 538 2420 264 1933 487 111 274 448 81 220 1858 296 260 1562 1507 426 414 198 59 348 194 54 183 154 52 404 136
internal_count=3121 590 2531 538 2420 264 1933 487 111 274 448 81 220 1858 296 260 1562 1507 426 414 198 59 348 194 54 183 154 52 404 136
is_linear=0
shrinkage=0.00196078


Tree=9002
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 2 2 2 47 1 14 2 457 1 4 1 3 3 160 3 1 2 43 13 3 52 4 1429 133
split_gain=12.3328 1.57157 1.25553 1.01037 0.831817 0.644748 0.611768 0.41023 0.391715 0.384067 0.358905 0.304016 0.227242 0.19953 0.285855 0.1781 0.167813 0.157662 0.149825 0.109326 0.0918805 0.0804254 0.0748969 0.0728813 0.0792106 0.0726743 0.0721517 0.0904264 0.0796945 0.156089
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.091265000000000013 0.10774000000000002 -1.0000000180025095e-35 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.076175000000000007 0.14838000000000004 0.080930000000000016 0.089875000000000024 0.27834500000000006 0.087135000000000004 -0.012304999999999998 -0.14186499999999996 -1.0000000180025095e-35 -0.017889999999999996 0.15964000000000003 0.10060500000000001 -0.080324999999999994 -0.012119999999999997 -0.010424999999999999 0.40674500000000008 -0.46376499999999993 0.084770000000000012 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 11 7 20 13 12 -4 16 15 18 -15 -5 26 -18 22 -17 -3 -14 -7 24 -12 -21 27 -1 -29 -30
right_child=1 3 10 9 -6 8 -8 -9 -10 -11 23 -13 21 14 -16 19 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00078373342061850259 0.00064436242624915023 0.00044194729761311817 0.00059753414007137945 0.00033158683155149772 0.00037891396583100549 0.00076899078957663443 0.00029966133090091691 0.00059930517818888938 0.00041783192795837167 0.0003990266230945597 0.00048780032510962248 0.0008078014604419191 0.00013362694868738071 0.00062716064499873745 0.00031265800143135525 0.00028283382674642639 0.00064726279760240178 0.0005280182789706813 0.00061061755489349068 0.00021712465761799369 0.00025831887252801458 9.2719368837481617e-07 0.00065590923409851334 0.00025714687354354851 0.00033547513541721158 9.9480320747975451e-05 0.00058188009746268355 0.00068391866623171101 0.00046871016057682972 0.00068086174846279852
leaf_weight=33 52 20 34 41 45 32 163 59 41 34 21 61 59 25 20 30 381 48 658 33 22 25 76 21 35 52 28 912 20 40
leaf_count=33 52 20 34 41 45 32 163 59 41 34 21 61 59 25 20 30 381 48 658 33 22 25 76 21 35 52 28 912 20 40
internal_value=0 0.000318856 0.000633657 0.000287394 0.00064301 0.000648014 0.000373961 0.000493871 0.00060482 0.000203986 0.000429745 0.000672177 0.000176356 0.000614273 0.000487382 0.000220629 0.000666519 0.000633921 0.000621727 0.00018107 0.000345761 9.4133e-05 0.000689415 0.000355656 0.000392597 0.000145154 0.000680056 0.000682792 0.000679365 0.000610145
internal_weight=0 590 2531 538 2420 2375 264 101 852 274 111 1523 240 811 45 156 1462 429 766 115 42 84 108 77 56 85 1033 1005 972 60
internal_count=3121 590 2531 538 2420 2375 264 101 852 274 111 1523 240 811 45 156 1462 429 766 115 42 84 108 77 56 85 1033 1005 972 60
is_linear=0
shrinkage=0.00196078


Tree=9003
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 4 14 1 49 4 1 49 1 2 40 50 1 43 1 1 2 12 1 52 47
split_gain=12.3491 1.95076 1.10026 1.00432 0.702632 0.606052 0.509603 0.376323 0.33712 0.330775 0.300368 0.297203 0.184242 0.172883 0.139901 0.226265 0.147433 0.133669 0.119681 0.113183 0.108614 0.107563 0.090338 0.0864765 0.0745622 0.0706251 0.0687485 0.0611413 0.0609719 0.0496372
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.089885000000000007 0.10497000000000002 0.09253500000000002 -0.062539999999999984 0.062655000000000016 0.091195000000000012 -0.054984999999999992 -0.0083799999999999986 0.088975000000000012 -1.0000000180025095e-35 0.12958500000000003 -0.0091949999999999983 -0.077714999999999992 0.041865000000000006 0.13075500000000004 0.064745000000000011 0.13265500000000002 0.122715 0.096325000000000008 0.092355000000000007 0.16175000000000003 -0.56176499999999996 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 11 17 -4 -10 12 -1 -2 22 25 -17 -8 -14 -3 27 -5 28 -12 29 -16 -24 -6 -9 -15
right_child=1 4 9 21 20 -7 8 14 10 -11 23 -13 18 24 15 16 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050524000496086734 0.00025899683558822741 8.6904860273136967e-05 0.00041906876009357221 0.00018942218588884261 -4.7514745526628211e-05 0.00025823542527136163 0.00043956203434884154 0.00055118771350606626 0.00035614501745774856 0.00017909018120720028 0.0001393080630797579 0.00063711128814468432 0.00030980990915372645 0.0005009541024114044 0.00047681346340896255 0.0002029701677041457 0.00042339183983630408 0.00022251634383756741 0.00045904970444407106 -4.786484646690809e-05 6.8137913387125498e-05 3.4105274529543283e-05 0.00030988841408900188 1.0013328833411822e-05 0.00033823342091229114 0.00041691942298130121 0.00044263271407948601 -0.00017148996155489892 0.00047351378830452371 0.00041095340015103327
leaf_weight=1119 23 46 34 60 65 48 24 43 24 63 147 59 23 62 120 28 20 20 203 50 26 24 20 23 21 205 60 20 403 38
leaf_count=1119 23 46 34 60 65 48 24 43 24 63 147 59 23 62 120 28 20 20 203 50 26 24 20 23 21 205 60 20 403 38
internal_value=0 0.000167953 0.000467856 0.000315435 9.23901e-05 0.0004763 0.000137306 0.000480845 0.000185949 0.000263206 0.000150804 0.000500902 0.000494927 0.000414828 0.000449522 0.000420475 0.000294813 0.000340905 0.000443862 1.67123e-05 -4.27628e-05 0.000145046 0.00047012 0.000121815 0.000444449 0.000439034 0.000409447 -7.66854e-05 0.000481003 0.000466754
internal_weight=0 673 2448 228 445 2351 334 2303 238 97 194 1404 1345 144 899 373 48 44 226 96 111 84 526 170 121 325 80 85 446 100
internal_count=3121 673 2448 228 445 2351 334 2303 238 97 194 1404 1345 144 899 373 48 44 226 96 111 84 526 170 121 325 80 85 446 100
is_linear=0
shrinkage=0.00196078


Tree=9004
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 4 2 14 1 4 1 4 2 0 15 1 0 1 47 16 13 13 4 47 42 43 4 132 1
split_gain=6.59884 1.20846 0.659173 0.657365 0.503995 0.378439 0.287615 0.23088 0.188806 0.183189 0.130157 0.211098 0.127848 0.112135 0.0989616 0.122339 0.0967755 0.127617 0.0894616 0.0864992 0.132452 0.0738092 0.0707644 0.0659048 0.0619057 0.0610301 0.119503 0.0697306 0.0598609 0.0598504
threshold=0.10508500000000001 -0.40306999999999998 1.0000000180025095e-35 0.13604000000000002 0.088725000000000012 0.092235000000000025 0.40473500000000007 0.14122000000000004 0.062655000000000016 0.09253500000000002 -0.013125 0.093100000000000002 0.033845000000000007 0.17025000000000004 -0.11173999999999999 -0.097454999999999986 0.075045000000000014 -0.038659999999999993 0.083345000000000016 0.090100000000000013 -0.105305 -1.0000000180025095e-35 -0.078279999999999975 -0.036839999999999991 0.09585500000000001 0.084050000000000014 -0.11720999999999999 -0.51253999999999988 0.090145000000000017 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 5 4 19 8 29 10 12 -4 16 22 14 21 15 -1 17 -7 -14 28 -21 -5 -12 -2 -20 27 -27 -16 -3 -6
right_child=1 3 9 13 6 7 -8 -9 -10 -11 11 -13 18 -15 25 -17 -18 -19 24 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00054775656717817502 0.00054202019291765553 0.00022743544780318511 0.00044190209217137533 0.00013363046804429728 0.00050390107943940965 0.0004871599938343066 0.00024019477066693006 0.00031226608102285136 0.00061439533649008905 0.00026331291816041101 0.00049591758003229077 0.00029341359800316214 0.00049318341733096472 5.4214802373028472e-05 0.00064000479146546002 0.00036908872274121616 0.00053772136228146894 0.00037542992599019423 0.00030330714234759655 0.00023461314389886168 0.00042691552658486207 0.00023836442005337389 0.0004318351753825642 0.00041701917299160772 0.00044730532841355194 0.00035741443209575888 0.00050421998044019385 0.00052238290567666013 0.00011549725918574076 0.00039895544201947245
leaf_weight=23 50 225 34 86 39 240 37 41 62 63 97 36 48 49 20 41 108 47 24 40 21 37 209 24 22 22 688 623 20 45
leaf_count=23 50 225 34 86 39 240 37 41 62 63 97 36 48 49 20 41 108 47 24 40 21 37 209 24 22 22 688 623 20 45
internal_value=0 0.000265086 0.000484314 0.000235882 0.000277108 0.00049085 0.000384234 0.000455477 0.000508346 0.000325911 0.000463444 0.00043544 0.000503994 0.000133536 0.000508639 0.000433297 0.00048769 0.000468863 0.000433967 0.000234747 0.000300816 0.000165136 0.000452149 0.000501479 0.000372176 0.000512203 0.000499671 0.000526041 0.000218298 0.00044768
internal_weight=0 673 2448 599 427 2351 121 778 1573 97 737 342 1511 172 1417 64 395 287 94 306 61 123 306 74 46 1353 710 643 245 84
internal_count=3121 673 2448 599 427 2351 121 778 1573 97 737 342 1511 172 1417 64 395 287 94 306 61 123 306 74 46 1353 710 643 245 84
is_linear=0
shrinkage=0.00196078


Tree=9005
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 1 52 2 2 2 130 0 0 2 15 10 14 49 13 52 4 16 16
split_gain=12.933 2.22158 1.32593 1.05498 0.924822 0.65018 0.524865 0.50522 0.367608 0.297841 0.283158 0.248191 0.15048 0.148338 0.123027 0.121427 0.197203 0.166247 0.111046 0.116787 0.108109 0.107909 0.116188 0.0958457 0.0863777 0.0798965 0.0780927 0.124785 0.135405 0.13147
threshold=0.10508500000000001 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.091450000000000017 -0.56176499999999996 0.14530500000000005 -1.0000000180025095e-35 0.10584500000000001 -0.076894999999999977 0.18019500000000002 -0.23051499999999997 0.14285500000000004 -0.41942499999999994 -0.38124499999999995 0.096015000000000017 -0.054319999999999993 -0.0013449999999999996 0.40674500000000008 -0.50690499999999983 0.0057500000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 8 -6 10 -5 12 20 26 -12 15 -3 -17 -18 19 -15 -4 -22 -23 -10 -11 -19 27 -1 -29 -30
right_child=1 2 11 9 7 -7 -8 -9 23 24 13 -13 -14 18 -16 16 17 25 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00087625798163354504 0.00071057488463327262 0.00028273311671483389 0.00022907154563657072 0.00063695363311533143 0.00063092537549516508 0.00047185362980159282 0.00041397316411770634 0.00036318652114976997 0.00087328238651630612 0.0004784603183176003 0.00078231979429332259 0.00039672024137610924 0.00067020531201145562 0.00053263135533859263 0.00021216251796074941 0.0005499022386377425 0.00018857460217915623 0.00033785581333881901 0.00052237055173107226 0.00067442697283965193 0.00020572337147151056 0.00017814705415409714 -1.6118172430852082e-05 0.00072701241915400314 0.00033308749921084229 0.00042230207053707748 0.00062867489028600309 0.00073385425710858056 0.00054873929874898466 0.00070644708607117408
leaf_weight=22 71 67 65 34 84 48 24 40 61 33 45 21 210 23 25 23 20 92 20 769 35 20 29 24 30 81 30 982 30 63
leaf_count=22 71 67 65 34 84 48 24 40 61 33 45 21 210 23 25 23 20 92 20 769 35 20 29 24 30 81 30 982 30 63
internal_value=0 0.000382538 0.00034385 0.000689449 0.000401576 0.000697717 0.000702425 0.000544558 0.000705463 0.000489054 0.000700561 0.000197157 0.000718395 0.000672738 0.000344012 0.000355659 0.00037828 0.000357827 0.000666665 0.000670309 0.00016903 0.000122569 6.31738e-05 0.000831983 0.000409235 0.000377394 0.000727375 0.000730074 0.000727082 0.000655574
internal_weight=0 673 602 2448 432 2351 2303 124 2279 97 2194 170 1337 857 308 283 216 193 812 792 149 84 49 85 63 173 1127 1097 1075 93
internal_count=3121 673 602 2448 432 2351 2303 124 2279 97 2194 170 1337 857 308 283 216 193 812 792 149 84 49 85 63 173 1127 1097 1075 93
is_linear=0
shrinkage=0.00196078


Tree=9006
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 15 4 0 14 4 0 1 1 0 16 0 12 3 47 4 15 2 43 2 160 47
split_gain=4.7535 0.634293 0.509194 0.411086 0.331778 0.211551 0.198218 0.180684 0.172597 0.146494 0.126584 0.102628 0.101083 0.099877 0.117552 0.094924 0.0794775 0.0765406 0.101257 0.06739 0.107643 0.0643921 0.0587574 0.0547397 0.113186 0.0643811 0.0512643 0.115726 0.0505139 0.0499467
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.091545000000000015 0.36766000000000004 0.14285500000000004 0.40124500000000002 0.024640000000000006 0.00063500000000000004 -0.23194499999999998 0.076175000000000007 -0.16363499999999997 -0.030209999999999997 0.15471500000000002 0.095950000000000021 -0.11173999999999999 -0.43320999999999993 -0.093584999999999988 0.12757000000000002 0.090900000000000009 0.10350500000000001 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.080954999999999985 0.11177500000000001 -0.075414999999999982 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 11 12 7 -3 22 13 19 -1 17 -6 16 28 21 18 -4 -7 -21 -15 -5 25 -25 -13 -2 -28 -8 -18
right_child=1 6 5 8 9 10 15 -9 -10 -11 -12 23 -14 14 -16 -17 29 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00053926728227559262 0.00016590167385663175 0.0002742579882699944 0.00043527291185047778 0.0004653672802552159 0.00041486571858577036 0.00050252580175212777 0.00020699728554224268 0.00011521207310541329 0.00024128565671800196 0.00045878217093834353 0.00036386921705093745 0.00047501696197830174 0.00053512920758100216 0.00039697723116707915 0.00013022170443197382 2.1450468325982242e-05 0.00023404387335595773 0.00044490003444171893 0.0002630492972330052 0.0004197718832583845 0.00029303226281788007 0.00026103649318851284 0.0003657128836543562 0.00040692456748521092 0.00025913067575958039 0.00034411124118110712 0.00035352037062187143 0.00021414951090272875 0.00011576531164915093 0.00033588651864442464
leaf_weight=22 43 76 35 45 21 35 30 43 29 21 216 52 46 37 20 35 81 1166 21 563 27 21 46 76 27 20 29 109 105 24
leaf_count=22 43 76 35 45 21 35 30 43 29 21 216 52 46 37 20 35 81 1166 21 563 27 21 46 76 27 20 29 109 105 24
internal_value=0 0.000221023 0.000416462 0.000284019 0.000354288 0.000428903 0.000155411 0.000216788 0.000373013 0.000302844 0.000404789 0.000413045 0.000444896 0.000286791 0.000272094 0.000112447 0.000289502 0.000441499 0.000370689 0.000418931 0.000413972 0.000347757 0.000414993 0.000397177 0.000368182 0.000438654 0.000225017 0.000243438 0.000136039 0.000257322
internal_weight=0 590 2531 301 422 2109 289 119 120 225 841 197 1268 204 183 170 163 1222 56 625 590 58 91 175 103 72 181 138 135 105
internal_count=3121 590 2531 301 422 2109 289 119 120 225 841 197 1268 204 183 170 163 1222 56 625 590 58 91 175 103 72 181 138 135 105
is_linear=0
shrinkage=0.00196078


Tree=9007
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 160 2 1 16 1 3 16 456 43 13 43 123 0 15 0 2 1 13 39 52 11 43 13 49 50
split_gain=0.326742 0.072756 0.0481097 0.0358352 0.0332643 0.0287979 0.0283935 0.028 0.0303367 0.0287641 0.0221443 0.0278299 0.0218714 0.0245925 0.0353535 0.0279577 0.0326658 0.0307746 0.0299101 0.018708 0.0224742 0.0215968 0.0176035 0.0173895 0.0320921 0.0191449 0.0282947 0.0222848 0.0202304 0.033483
threshold=0.10337500000000001 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.042705000000000007 -0.24498999999999996 0.13913500000000004 0.083345000000000016 -0.50992999999999988 0.093400000000000025 0.10542000000000001 0.27776000000000006 0.091255000000000017 -0.23714499999999997 0.11217000000000001 -0.073404999999999984 0.10695000000000002 -0.22491999999999998 -0.049819999999999996 -0.050684999999999994 0.11474000000000002 0.10984500000000001 -0.0079349999999999993 0.08456000000000001 -0.087769999999999987 1.0000000180025095e-35 -0.20207499999999998 -0.117405 -0.008964999999999999 0.11184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -5 10 8 -6 -9 23 -12 13 -7 15 22 17 18 -17 20 21 -19 -15 25 -25 27 -27 -1 29 -29
right_child=1 2 -4 5 7 12 -8 9 -10 -11 11 -13 -14 14 -16 16 -18 19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0023527665762230754 0.0057459208089992104 0.0067665536525310021 0.00081155469194250744 0.0063399312218003299 0.0079643795873233763 0.005597355893452562 0.0018659588205628096 -0.00011200454369511295 0.0046310960599851665 0.0041478258632945226 0.00068183853523805747 0.0058940673069584936 -0.00010309321324502191 0.0024947300625179436 -0.00036337678520275015 0.0043757451453711833 0.00027746270899660884 0.0041226228499518973 -0.0010932669881731272 0.002916280224297491 0.0039183880743251026 0.0080828495023888541 -8.0604350659996282e-05 0.0071966524317924113 0.0025008447572513119 0.0038229982530617202 0.0077241531164282161 0.0044266722849203187 0.0058354165848875346 0.0086211555792639668
leaf_weight=20 87 25 115 23 31 31 20 23 229 51 20 21 26 121 35 20 25 21 20 41 54 40 34 22 43 23 97 203 1579 21
leaf_count=20 87 25 115 23 31 31 20 23 229 51 20 21 26 121 35 20 25 21 20 41 54 40 34 22 43 23 97 203 1579 21
internal_value=0 0.00303493 0.00266115 0.00307337 0.00546608 0.00288533 0.00561556 0.00454006 0.00502853 0.00282382 0.00565216 0.00335152 0.00271555 0.00288135 0.00267649 0.00295946 0.00368161 0.00411581 0.00164124 0.00475032 0.00540419 0.00671949 0.00192982 0.00569914 0.0040902 0.00575296 0.00697643 0.00567243 0.00570925 0.00481991
internal_weight=0 718 631 516 2403 491 2069 334 260 74 2049 41 468 442 411 376 221 196 40 156 115 61 155 2008 65 1943 120 1823 1803 224
internal_count=3121 718 631 516 2403 491 2069 334 260 74 2049 41 468 442 411 376 221 196 40 156 115 61 155 2008 65 1943 120 1823 1803 224
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=31
num_cat=0
split_feature=1 52 1 1 12 50 2 457 33 16 1419 51 1 15 0 34 2 484 10 3 3 16 16 132 12 123 14 52 51 4
split_gain=0.266821 0.0493908 0.0434731 0.0376449 0.0327373 0.0297381 0.0294854 0.0264904 0.0228621 0.0228417 0.0270326 0.0247096 0.0243738 0.0440898 0.0295871 0.0215707 0.0335637 0.0322069 0.0298979 0.0214447 0.0364309 0.0213513 0.0207181 0.0197997 0.0240486 0.0257077 0.0228165 0.0197348 0.0188244 0.0187876
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.091195000000000012 -0.010834999999999999 0.14026500000000003 0.13404500000000005 0.049680000000000009 0.08573500000000002 0.19444000000000003 0.086325000000000013 -0.22411499999999998 0.083835000000000007 -0.043924999999999992 0.089620000000000019 -0.038779999999999995 0.10981000000000002 -0.070054999999999992 0.094860000000000014 -0.14477499999999996 -0.12018999999999998 0.13751500000000003 -0.11118499999999999 0.092880000000000004 0.092255000000000018 0.11410500000000003 -0.24758499999999997 -0.018574999999999998 -0.18912999999999996 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -5 8 9 28 15 11 12 -1 13 -11 -15 -3 18 -18 -17 29 -21 -8 -4 24 25 26 -19 -9 -6 -13
right_child=1 2 22 4 7 -7 21 27 -10 10 -12 19 -14 14 -16 16 17 23 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0086316253280355817 0.0054235606631264088 -5.3435224165185924e-05 0.0013075236231088639 0.0025094857191600441 0.0076184614307501109 0.006060157477093691 0.0007313709481860753 0.00026344978638614215 0.0055044600102562638 0.0041666629129273741 0.006733217214932666 0.0084466308724788393 0.0060353266805209024 -0.0023815769076463767 0.0029327655613253065 0.0051574557194147604 -0.0020747450692579152 0.0055587976222423929 0.0013501018526343009 0.0020774262646834057 0.0051705943061841385 0.0049281588435405865 -0.0023657432965202528 -0.00091288656811229886 -0.00016393233527196572 -0.00059195644382270985 0.0026297138117162009 0.0042045172340564292 0.0046012201694433912 0.0055286061234941725
leaf_weight=21 50 41 34 105 22 22 27 24 21 120 35 36 37 20 22 66 20 33 30 39 1609 22 28 20 32 20 137 27 344 57
leaf_count=21 50 41 34 105 22 22 27 24 21 120 35 36 37 20 22 66 20 33 30 39 1609 22 28 20 32 20 137 27 344 57
internal_value=0 0.00242579 0.00212839 0.00484565 0.00408768 0.00247623 0.00503912 0.00448506 0.0022885 0.00509862 0.00417034 0.0052219 0.00371958 0.00319067 0.000402126 0.00211924 0.00236807 0.00178196 0.00396766 0.00518077 0.00509739 0.00261564 -0.000351371 0.0021007 0.00237219 0.00279933 0.0031983 0.0023499 0.00478258 0.00665816
internal_weight=0 554 504 2567 522 442 2045 417 420 1996 234 1762 199 162 42 399 358 262 96 1741 1648 49 62 242 222 190 170 51 366 93
internal_count=3121 554 504 2567 522 442 2045 417 420 1996 234 1762 199 162 42 399 358 262 96 1741 1648 49 62 242 222 190 170 51 366 93
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 4 2 34 52 4 1 16 1 47 52 31 16 4 16 0 12 13 15 10
split_gain=4.11973 0.682754 0.456164 0.331068 0.2585 0.241521 0.157307 0.151077 0.148576 0.126683 0.116221 0.109397 0.0773405 0.0816727 0.0641141 0.0610815 0.0561729 0.0623751 0.0537015 0.0492696 0.0488227 0.0475131 0.0413792 0.0393342 0.0442099 0.0395327 0.0404454 0.0390443 0.0386006 0.0615844
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.092845000000000025 0.27834500000000006 0.14838000000000004 -1.0000000180025095e-35 -0.56176499999999996 0.27834500000000006 0.089770000000000016 -0.016164999999999995 0.086920000000000011 0.10648500000000001 0.40674500000000008 -0.077289999999999984 0.11346000000000002 0.038415000000000012 -0.12029499999999999 0.18019500000000002 0.087075000000000014 -1.0000000180025095e-35 -0.40580499999999992 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 9 12 18 -5 -6 13 21 -11 -15 23 -18 20 -3 -1 -4 -7 25 -25 26 -16 -17 -14 -30
right_child=1 2 8 10 11 22 -8 -9 -10 14 -12 -13 28 15 16 27 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00042267310547953861 0.00039798289855079048 0.00020363502819484565 0.00014467895736107719 0.00036663494759377939 0.00037413692913046203 0.00020824406973084892 0.00023673658052529082 0.00048494167156139457 0.00025765445186037454 0.00045523288937067256 0.00022599176957729784 0.00023605162837067801 0.00012845355936662813 0.00024778244485477074 0.00043867083584337634 0.0001191825715073546 0.00025658993258938386 0.00038104013895944635 0.00039321341652571589 0.00029571677138115845 0.00033483397376303579 1.7220890689371289e-05 0.00032378697432511208 0.00038847742412768889 0.00032956836887580509 0.00030522849228160052 0.00038743085908192113 0.00021565273032545128 0.00011187485857483218 -2.4424446612426175e-05
leaf_weight=905 76 210 22 37 71 26 22 84 37 43 58 32 33 34 68 54 30 32 403 25 25 23 22 96 100 20 459 23 25 26
leaf_count=905 76 210 22 37 71 26 22 84 37 43 58 32 33 34 68 54 30 32 403 25 25 23 22 96 100 20 459 23 25 26
internal_value=0 0.000222654 0.000200987 0.000394235 0.00024933 0.000398851 0.00040174 0.000403343 0.000141998 0.0004002 0.000280769 0.000331237 0.000124168 0.000149997 0.000381464 0.000178563 0.000377524 0.000320822 0.000412119 0.000213431 0.000420312 7.95337e-05 0.000261201 0.000382255 0.000358422 0.000390795 0.000394042 0.000147998 7.62e-05 4.23889e-05
internal_weight=0 691 615 2430 338 2335 2287 2265 277 2181 95 103 240 156 848 111 805 62 1333 235 930 45 48 743 196 547 527 77 84 51
internal_count=3121 691 615 2430 338 2335 2287 2265 277 2181 95 103 240 156 848 111 805 62 1333 235 930 45 48 743 196 547 527 77 84 51
is_linear=0
shrinkage=0.00196078


Tree=9010
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 4 2 1 14 0 15 4 0 1 1 40 0 50 48 0 11 16 1 133 2 42 481
split_gain=7.68549 1.25633 0.626826 0.587093 0.477678 0.381472 0.293076 0.320933 0.238597 0.233342 0.205732 0.184694 0.151886 0.226381 0.109094 0.107598 0.102849 0.0797964 0.0792327 0.0765974 0.074398 0.0702184 0.0625897 0.0791877 0.0617849 0.059202 0.0698655 0.058099 0.0562121 0.0655527
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.10607499999999999 -0.10653 0.0082450000000000006 -0.22491999999999998 0.122715 0.12408500000000001 -0.077474999999999988 -0.14226499999999997 0.041865000000000006 0.085130000000000025 0.18019500000000002 0.077415000000000012 -0.36241499999999999 0.13075500000000004 -1.0000000180025095e-35 0.10045500000000002 0.088295000000000012 -0.059779999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 6 11 18 -8 -9 15 -5 12 13 -1 28 -7 -2 24 -3 21 -6 -15 23 -17 -10 26 -4 -25 29 -14
right_child=1 4 25 10 20 9 7 8 17 -11 -12 -13 14 19 -16 22 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00059504114286182755 0.00050547004676561313 0.00022473526761546952 0.00021100894094788452 0.00049229821849790549 8.212499947363946e-05 0.00038705061026620584 0.00048515227398062061 0.00043659462105660214 0.00032078430867370434 0.00035709504158315221 0.00030303890908173485 0.00064749124564188025 0.00060019696871997652 0.00052337916224610569 0.00046469521523035567 0.00049949873887120339 0.00037480376300636864 0.00017156058288030865 0.00011204907166756312 0.00031964634973583901 0.00020198538882916354 0.00037149136434450292 0.00039521996479700594 0.00065596478005973792 0.00023372827830831378 0.0001837172250459701 0.00034985508244980598 0.00053149527915374699 0.00052681265866147268 0.00054957179807392259
leaf_weight=36 115 47 22 34 85 32 30 28 50 48 63 62 111 25 64 611 29 46 49 26 26 22 20 21 84 24 38 46 365 862
leaf_count=36 115 47 22 34 85 32 30 28 50 48 63 62 111 25 64 611 29 46 49 26 26 22 20 21 84 24 38 46 365 862
internal_value=0 0.000282278 0.000400633 0.000518869 0.000221637 0.000525037 0.000258672 0.00029556 0.000268216 0.000489522 0.000369377 0.000542603 0.000538299 0.000467794 0.00054378 0.00049823 0.000479155 0.000242023 0.000167218 0.000405042 0.0001102 0.000452283 0.000503327 0.000506516 0.000266212 0.000266023 0.000298945 0.000570508 0.000547563 0.000555347
internal_weight=0 673 228 2448 445 2351 334 238 208 778 97 1573 1511 109 1402 730 144 180 96 73 111 47 698 678 134 84 60 67 1338 973
internal_count=3121 673 228 2448 445 2351 334 238 208 778 97 1573 1511 109 1402 730 144 180 96 73 111 47 698 678 134 84 60 67 1338 973
is_linear=0
shrinkage=0.00196078


Tree=9011
num_leaves=31
num_cat=0
split_feature=1 4 3 157 2 2 4 2 2 14 1 149 48 48 15 48 150 151 49 475 42 156 3 3 1186 4 158 159 481 160
split_gain=0.282155 0.0634211 0.0422205 0.0307001 0.0297028 0.0292195 0.0267437 0.0255148 0.0344751 0.0253385 0.019911 0.0197893 0.0196109 0.0389426 0.0180165 0.0256712 0.0260977 0.0177561 0.0191484 0.0219202 0.0174244 0.0187919 0.0171027 0.025893 0.0193536 0.0171462 0.0162259 0.020249 0.0176075 0.0165018
threshold=0.10337500000000001 0.27044500000000005 -0.07793499999999999 -0.081749999999999975 0.25063000000000007 0.093320000000000014 0.19806500000000002 0.14285500000000004 -0.0050599999999999994 0.062655000000000016 0.13075500000000004 0.078320000000000015 0.10168500000000001 0.10697000000000002 0.013270000000000002 0.10990500000000002 0.08926000000000002 -0.086769999999999986 0.13173000000000004 0.062280000000000009 0.085465000000000013 0.078780000000000003 -0.097174999999999984 -0.13309499999999996 0.049580000000000006 -0.16363499999999997 0.11817500000000002 0.11389500000000001 -0.13392999999999997 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 10 6 9 8 -5 26 -3 12 17 -14 15 16 -10 -7 19 22 21 -11 23 25 -24 -19 27 28 -1 -30
right_child=1 4 3 7 -6 11 -8 -9 14 20 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0078540465776593647 0.0052234495742838295 0.0027759271272475277 -0.0006957972034191092 0.00098070628959440491 -0.001620580777913953 0.0021599959315998212 0.0019197022927034159 0.0010236138522270182 0.0038589885362550072 0.0041539301056521564 0.0011201934147616608 0.0076507489482173707 -0.00073986469235803399 0.0045556325840241307 0.0065329273454214371 0.0063567659753971384 -3.2796101212235434e-05 0.0061480656492390803 0.0022252841001569198 0.0081112680863589057 0.0094704318244982037 0.0081539714223016879 0.0048501984471830979 0.0011969854022026993 0.0080277135130017996 0.0027191575083415956 0.0074316673665581383 0.0026505308784544471 0.0024457187702258427 0.0052689240104273824
leaf_weight=26 120 163 21 38 24 28 23 42 96 24 131 20 21 41 30 32 21 35 29 20 23 23 461 32 20 25 34 30 21 1467
leaf_count=26 120 163 21 38 24 28 23 42 96 24 131 20 21 41 30 32 21 35 29 20 23 23 461 32 20 25 34 30 21 1467
internal_value=0 0.00281611 0.0036541 0.00298152 0.00176204 0.0050753 0.00530609 0.00327968 0.00371634 0.00535335 0.00203817 0.00454844 0.0044613 0.002762 0.00429709 0.00384692 0.00316046 0.00462338 0.00473428 0.00485697 0.00721508 0.0061114 0.00474339 0.00349418 0.00498232 0.00471935 0.00527077 0.00522318 0.00527416 0.00522908
internal_weight=0 718 400 280 318 2403 1671 259 217 1648 294 732 712 62 179 149 117 650 622 593 70 47 573 92 481 60 1578 1544 1514 1488
internal_count=3121 718 400 280 318 2403 1671 259 217 1648 294 732 712 62 179 149 117 650 622 593 70 47 573 92 481 60 1578 1544 1514 1488
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=31
num_cat=0
split_feature=1 52 3 124 51 44 2 42 132 3 157 51 47 48 47 4 51 160 12 16 48 1 15 11 0 43 1209 481 133 39
split_gain=0.228546 0.0527474 0.0382975 0.0273233 0.0270687 0.0291293 0.0247792 0.0238644 0.0208433 0.0239576 0.0196999 0.0283543 0.0293329 0.0259804 0.0269435 0.0213162 0.0267137 0.0208655 0.0258254 0.0264189 0.0391285 0.025249 0.0185958 0.031523 0.0345452 0.0255053 0.0223115 0.019585 0.0225136 0.0253871
threshold=0.10337500000000001 -0.52606999999999993 0.31370500000000007 -0.076779999999999987 -0.42247999999999991 0.087770000000000015 0.13404500000000005 -0.0060199999999999993 0.10613500000000002 0.42240500000000009 -0.087624999999999981 0.10532000000000001 0.11370000000000001 -0.081134999999999999 0.078345000000000012 0.40473500000000007 -1.0000000180025095e-35 -0.076689999999999994 0.11734000000000001 -0.42170999999999997 0.085700000000000012 0.11039500000000001 0.040760000000000005 0.077290000000000011 -0.15202999999999997 -0.51144999999999985 0.091045000000000001 -0.050084999999999991 1.0000000180025095e-35 0.0046100000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 -3 10 22 -1 9 -4 -6 13 -13 -12 17 16 -16 -15 19 -19 21 -21 25 -24 -25 -5 27 -27 29 -29
right_child=1 2 8 6 5 -7 -8 -9 -10 -11 11 12 -14 14 15 -17 -18 18 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0048208438379403491 0.0052511766763759975 0.0055162318547566733 0.00074796303006873389 0.00095623105853086428 -0.00079775873105973009 0.0061692393443081531 0.00241178721094466 0.0016105756571050734 0.0029424816195387396 -0.003212658625644898 0.0053127062409960985 0.006116053087048625 0.0014590994055782046 0.002880146075466012 0.0017383031093314374 0.00080965119691210846 0.0061169470513337543 0.0022446455250448908 0.0042875943768938838 -0.0042892556679858408 0.0021657240952422121 -0.00039874244282238081 0.0048732053743374467 0.004928680164132105 0.010538470283860252 0.0056789352581263029 0.0013185741049131718 0.0038322020207488096 0.0049223691796618316 0.0072972099635411391
leaf_weight=39 65 30 56 21 20 20 49 57 26 21 24 38 21 82 22 21 38 72 22 22 49 69 1036 23 21 132 22 544 437 22
leaf_count=39 65 30 56 21 20 20 49 57 26 21 24 38 21 82 22 21 38 72 22 22 49 69 1036 23 21 132 22 544 437 22
internal_value=0 0.0025345 0.00226408 0.00456777 0.00259549 0.00242698 0.00463655 0.00291475 0.000494414 -0.000332207 0.00227729 0.00240542 0.00445849 0.0021177 0.00192455 0.00355172 0.00451144 0.00150746 0.00102643 0.00068801 -0.000112546 -0.00133931 0.00468483 0.00498454 0.00760608 0.00441005 0.00447274 0.00453388 0.00438318 0.00396688
internal_weight=0 718 653 2403 550 520 2307 96 103 77 500 480 59 421 397 81 60 316 234 212 140 91 2258 1080 44 1178 1157 1135 1003 566
internal_count=3121 718 653 2403 550 520 2307 96 103 77 500 480 59 421 397 81 60 316 234 212 140 91 2258 1080 44 1178 1157 1135 1003 566
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 157 1 16 0 10 0 12 16 4 10 2 48 42 9 4 0 402 3 12 48 160 4 12 3 12
split_gain=0.191393 0.0505164 0.0417309 0.0339036 0.0324201 0.0326605 0.0289135 0.0285481 0.0319439 0.0267454 0.0316069 0.0250323 0.0238106 0.0228988 0.0226164 0.0224922 0.0215038 0.024758 0.019407 0.0189961 0.0189787 0.0293179 0.0244111 0.0232793 0.0207287 0.0373604 0.0218565 0.0190275 0.0501166 0.0236968
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 -0.078969999999999985 0.095950000000000021 -0.034884999999999992 -0.084804999999999978 -0.079859999999999987 -0.052984999999999997 -1.0000000180025095e-35 0.24134000000000003 0.053180000000000012 1.0000000180025095e-35 0.11870500000000002 0.016865000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50996500000000011 -0.086074999999999985 -0.012254999999999999 -0.045649999999999989 0.086095000000000019 0.093265000000000015 -0.059339999999999997 -0.51253999999999988 0.083935000000000023 -0.087429999999999994 0.084595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 7 16 -9 10 -2 -1 -13 20 15 18 17 -7 -11 -16 21 23 24 -3 26 -26 -22 28 -28 -29
right_child=9 13 -4 4 -6 6 -8 8 -10 14 -12 12 -14 -15 19 -17 -18 -19 -20 -21 22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0014745192090049387 0.0014138304374434732 0.0096509602674770927 0.0067656371851141251 -0.00040949791407911111 0.0053955538185766422 0.0032025629095733168 0.0018528486152428964 0.0074380864107021789 0.0028458627755753698 0.0012357081090427799 -0.0035489036568573545 0.0077076591294387292 0.0040784594514358709 0.0033454328662550024 -0.0023569838271387633 0.0015694738297513822 0.0041440732300628063 -0.001397091435501352 0.0044112951361831394 0.0016531695038321669 0.0073748050088232216 0.0045768524937593617 0.00072186461627660767 0.0052116668093259693 -0.0010515493939497642 0.0040750140625856477 0.0048856399094802331 0.0065562158981761478 -0.0013144985493537126 0.004189766121168813
leaf_weight=20 33 21 30 40 37 25 214 33 28 27 21 29 48 278 21 169 43 22 67 27 22 550 21 27 21 44 32 44 22 1105
leaf_count=20 33 21 30 40 37 25 214 33 28 27 21 29 48 278 21 169 43 22 67 27 22 550 21 27 21 44 32 44 22 1105
internal_value=0 0.00397499 0.00313564 0.0029336 0.00256206 0.00230319 0.00260048 0.00366003 0.00533018 0.00153817 -0.000516122 0.00462658 0.0054453 0.00419337 0.00189486 0.00225917 0.00252804 0.00104953 0.00349916 -0.000101273 0.00431685 0.0047837 0.0041039 0.00715386 0.00415895 0.00241874 0.00425129 0.00419417 0.00235966 0.00428039
internal_weight=0 2756 569 539 442 405 365 151 61 365 54 97 77 2187 311 263 90 47 94 48 1909 598 1311 48 1290 65 1225 1203 54 1149
internal_count=3121 2756 569 539 442 405 365 151 61 365 54 97 77 2187 311 263 90 47 94 48 1909 598 1311 48 1290 65 1225 1203 54 1149
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 2 2 1 4 52 1 49 0 2 52 1 52 40 1 49 43 3 51 3 51 3
split_gain=6.10986 0.974829 0.496714 0.477465 0.345041 0.340931 0.266345 0.225335 0.212307 0.204178 0.161665 0.159589 0.0992008 0.0888602 0.0885088 0.0858691 0.0851562 0.0796876 0.0762552 0.0701192 0.0695118 0.0678276 0.051645 0.0477165 0.0658923 0.0894363 0.05932 0.050729 0.0458085 0.0455058
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.089885000000000007 0.092845000000000025 -0.062539999999999984 -0.52606999999999993 0.087135000000000004 -0.054984999999999992 -0.23001499999999997 0.31358000000000003 -0.56176499999999996 0.12958500000000003 -0.16675999999999999 -0.077474999999999988 0.13075500000000004 0.10084500000000002 0.0010100000000000003 -0.097174999999999984 -0.023524999999999997 -0.116045 0.11144500000000002 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 21 10 19 14 -4 -11 -2 28 -15 -12 -6 -18 -9 -10 -3 -5 24 26 -26 -20 -28 -1 -14
right_child=1 4 11 22 17 -7 -8 9 20 12 16 -13 29 15 -16 -17 18 -19 23 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00055334048423471779 0.00055367597827204952 0.00025972780263735991 0.00048336709228161156 0.00032616454420087776 0.00019030173108301035 0.00034803048378397321 0.00032712309544577321 0.00047925149736176173 0.00052568263470140447 0.00041148026545205008 0.00039546591416563204 0.00031963234361005472 0.00019235527820069513 0.00033729782703669132 0.00051611570750331411 0.00047855447395294982 0.00058792656413350489 6.7849949522372723e-05 0.00057015103273791684 0.00033293588269574969 0.0006578720810501464 0.00015546681369472593 0.00021854219182084004 0.00047397152170906972 0.0003666768376123976 0.00049744085762558463 0.00043807100836873279 0.00052098925963540174 0.00047417183414837088 0.00028486250660367783
leaf_weight=905 45 47 37 60 84 41 25 34 20 22 26 60 24 21 403 78 45 27 90 20 65 49 24 154 23 160 31 334 29 138
leaf_count=905 45 47 37 60 84 41 25 34 20 22 26 60 24 21 403 78 45 27 90 20 65 49 24 154 23 160 31 334 29 138
internal_value=0 0.000308643 0.000519593 0.000412898 0.000255226 0.000525266 0.000528412 0.000286702 0.000530614 0.000319048 0.000526899 0.000382088 0.000287935 0.00048143 0.000540403 0.000448591 0.000505978 0.000160516 0.000509411 0.000425061 0.000626769 0.000206511 0.000295415 0.000504949 0.000512427 0.000481006 0.000525064 0.000513947 0.000550882 0.000271158
internal_weight=0 673 2448 228 445 2351 2310 334 2285 238 2200 97 184 144 1337 99 863 111 837 54 85 96 84 792 638 183 455 365 934 162
internal_count=3121 673 2448 228 445 2351 2310 334 2285 238 2200 97 184 144 1337 99 863 111 837 54 85 96 84 792 638 183 455 365 934 162
is_linear=0
shrinkage=0.00196078


Tree=9015
num_leaves=31
num_cat=0
split_feature=1 3 4 3 2 123 4 2 2 2 14 12 1 457 49 50 158 3 14 12 13 1 51 40 47 1 15 3 0 1
split_gain=19.8972 3.14858 1.56279 1.52061 0.922512 0.576779 0.553204 0.478998 0.418535 0.395011 0.394433 0.488176 0.3932 0.355843 0.279602 0.26334 0.229282 0.238791 0.185363 0.183819 0.179755 0.16158 0.152902 0.148459 0.124351 0.10858 0.100571 0.0999518 0.0960759 0.0929947
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.065819999999999976 0.14285500000000004 1.0000000180025095e-35 0.052250000000000012 -1.0000000180025095e-35 0.13501500000000002 0.10731 0.076175000000000007 0.051320000000000005 0.077845000000000011 0.093680000000000013 -0.054984999999999992 0.041865000000000006 0.080150000000000013 -0.13927999999999999 0.062655000000000016 0.091475000000000015 -1.0000000180025095e-35 0.13075500000000004 -0.10056999999999998 -0.077714999999999992 0.097480000000000011 0.15964000000000003 0.040760000000000005 0.11296500000000002 -0.099059999999999995 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 6 7 8 10 23 13 28 11 -1 -7 18 -2 25 17 -8 22 -13 29 -4 -5 -3 -16 -6 27 -24 -9 -11
right_child=1 4 21 5 15 12 16 9 -10 20 -12 19 -14 -15 24 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051067783128900895 0.00046554435462500734 0.00027130761605394466 0.00038157556382513127 0.00077326125826699993 9.1367795076580563e-05 0.0006939609304405938 0.00042502772429111013 0.00041722421519418452 0.00047468799758700639 0.00029423793848259609 0.00092089765453279261 0.00078204505449605013 0.00041245215742386659 0.00045282220228147225 0.00075973264951691556 0.00027418767901342557 0.0007633986094537547 0.00065126165084893604 0.00088801266223776569 0.00073856488185109609 0.00038115162146734258 0.00019121255415181318 0.00066459539876640599 0.00011695838263075725 0.00063366730559189443 -6.637681102521483e-05 0.00074338905473443921 0.00052384543971369405 0.00057191943839202466 0.00016664251388112246
leaf_weight=29 23 46 60 71 62 27 21 33 39 70 63 1101 65 23 65 26 59 123 20 566 74 24 164 50 56 23 55 22 29 32
leaf_count=29 23 46 60 71 62 27 21 33 39 70 63 1101 65 23 65 26 59 123 20 566 74 24 164 50 56 23 55 22 29 32
internal_value=0 0.000352367 0.000539733 0.000733046 0.000256368 0.000634857 0.000757368 0.000307834 0.000667498 0.000354994 0.000768553 0.000762894 0.000495069 0.00068868 0.000663719 0.000101505 0.00066045 0.000618269 0.000705019 0.000767282 0.000307582 0.000327186 0.000693289 0.000190917 0.000701388 4.8684e-05 0.000669729 0.000647948 0.000489582 0.000254208
internal_weight=0 673 228 2448 445 486 1962 334 394 238 1759 1696 92 355 144 111 203 144 332 1667 176 84 312 96 121 85 241 186 62 102
internal_count=3121 673 228 2448 445 486 1962 334 394 238 1759 1696 92 355 144 111 203 144 332 1667 176 84 312 96 121 85 241 186 62 102
is_linear=0
shrinkage=0.00196078


Tree=9016
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 44 2 2 1 2 150 2 34 2 47 1 31 475 8 12 4 399 4 15 0 4
split_gain=6.22675 0.991386 0.594791 0.534042 0.393678 0.28199 0.188467 0.183492 0.171208 0.168303 0.150166 0.134499 0.132956 0.164046 0.0973472 0.0832215 0.0809042 0.102534 0.0765552 0.0655538 0.064479 0.0627376 0.0626004 0.0620491 0.100021 0.0567817 0.0485644 0.0456794 0.0721965 0.0550672
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.10672500000000001 0.09253500000000002 0.094585000000000016 0.14285500000000004 0.17025000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.0091949999999999983 -1.0000000180025095e-35 0.13404500000000005 0.090100000000000013 0.11588000000000001 -0.077289999999999984 -0.066784999999999983 0.08573500000000002 0.091325000000000003 -0.51843499999999987 0.09141500000000001 -0.036839999999999991 -0.15914499999999995 -0.11173999999999999 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 18 6 12 19 -5 11 14 16 23 15 21 -14 20 22 -3 -6 -4 -7 -18 24 -1 -25 -2 -26 29 -29
right_child=1 2 9 8 7 10 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=0.00064050395921721407 0.00051503779344698962 0.00023551438809375831 0.00018381934028630163 0.00044863872577016262 0.0005031656685705279 0.000519265548563471 0.00059144175222183902 0.00026308990367988243 0.00027598797604835851 0.00033685187941978216 0.00032581089765897282 6.918361478692889e-05 0.00035458695419761529 0.000295986240223139 0.00034498083867814418 0.00047738363099137445 0.00029896090469996433 0.00015660430510413447 0.0003377889471700768 0.00038510557403538954 3.5338685133249104e-05 0.00045061271750971216 0.00017412070527145573 0.00046943985324440589 0.0005781510711696463 0.00057722348354610742 0.00040773427406070277 0.0003932655562290593 0.00050595411985452233 0.00050548601233129005
leaf_weight=21 50 191 22 34 40 60 76 28 63 22 39 52 23 23 30 274 47 85 33 33 23 348 23 311 31 20 24 40 1026 29
leaf_count=21 50 191 22 34 40 60 76 28 63 22 39 52 23 23 30 274 47 85 33 33 23 348 23 311 31 20 24 40 1026 29
internal_value=0 0.000266125 0.000239673 0.000479083 0.000296406 0.000484965 0.000495799 0.000398036 0.000336505 0.000172381 0.000442401 0.000158022 0.000491757 0.00045552 0.000452782 0.000467874 0.000181121 0.00020237 0.000250582 0.000449796 0.000107929 0.000460709 0.000257942 0.000499602 0.000506427 0.000475952 0.000480237 0.000503927 0.000501825 0.000440431
internal_weight=0 673 599 2448 325 2351 1874 101 97 274 477 252 1798 320 438 297 200 155 224 73 45 408 70 1478 1147 331 74 1126 1095 69
internal_count=3121 673 599 2448 325 2351 1874 101 97 274 477 252 1798 320 438 297 200 155 224 73 45 408 70 1478 1147 331 74 1126 1095 69
is_linear=0
shrinkage=0.00196078


Tree=9017
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 47 1 14 2 4 1 0 15 0 47 3 475 131 2 159 15 157 1 1 158 475 52
split_gain=5.77748 0.9555 0.597643 0.502113 0.383196 0.308431 0.196567 0.186839 0.185097 0.158424 0.136818 0.112837 0.112525 0.11174 0.162268 0.108259 0.0927456 0.0748692 0.0697655 0.0568892 0.0557097 0.0622307 0.0534742 0.075477 0.0733431 0.0721721 0.0692656 0.05759 0.0491552 0.0567525
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.14122000000000004 0.27834500000000006 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.085760000000000017 -0.097024999999999986 -0.097454999999999986 -0.22491999999999998 0.090100000000000013 -0.010424999999999999 -0.08230999999999998 0.082750000000000004 0.31358000000000003 0.0089800000000000019 0.040760000000000005 -0.41966499999999995 0.084525000000000003 1.0000000180025095e-35 0.094245000000000009 -0.088274999999999978 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 10 16 -6 11 -5 13 12 -4 28 15 -15 -7 -3 -14 -18 21 -13 23 24 -21 -26 -25 -24 -1 -30
right_child=1 2 8 9 7 6 -8 -9 -10 -11 -12 20 18 14 -16 -17 19 -19 -20 22 -22 -23 27 26 25 -27 -28 -29 29 -31
leaf_value=0.00041376928071014022 0.00046209984986584338 0.00022268851734202566 0.00026450103645573139 0.00041968913913704948 0.00044049878085191427 0.0003349078615286214 0.00029865923054366662 0.00025922911157192404 0.00029387781129303498 0.00025655316578504305 0.00056880537454677405 9.7194144538224263e-05 0.00020721934580074006 0.00044910441466970491 0.00046441881917601508 0.00028909964279173446 0.0005027998656201429 0.00032383056951822869 0.0001011552633559297 0.00052139345762351405 0.00018099993896469765 -2.9368234168299857e-05 0.00050885061418981341 0.00044549470513663197 0.00041295779633496502 0.00030320283639080387 0.00055223542097184916 0.00041210754265805254 0.00049084084633302123 0.00039624478419621781
leaf_weight=35 74 191 39 37 69 32 41 32 34 60 62 59 38 29 396 37 56 33 64 22 20 20 73 174 293 25 27 35 989 25
leaf_count=35 74 191 39 37 69 32 41 32 34 60 62 59 38 29 396 37 56 33 64 22 20 20 73 174 293 25 27 35 989 25
internal_value=0 0.000251899 0.000225931 0.00045703 0.000282799 0.000462734 0.0004308 0.000383067 0.000158477 0.00031878 0.000478529 0.000139295 0.000174921 0.000474825 0.000449417 0.000359405 0.000438151 0.000237589 0.000140669 0.000442838 8.85565e-05 6.5153e-05 0.000437664 0.000429711 0.000411904 0.000404329 0.000459833 0.000477499 0.000486015 0.000488509
internal_weight=0 673 599 2448 325 2351 778 101 274 97 1573 240 141 1511 462 66 737 224 102 705 99 79 649 541 340 318 201 108 1049 1014
internal_count=3121 673 599 2448 325 2351 778 101 274 97 1573 240 141 1511 462 66 737 224 102 705 99 79 649 541 340 318 201 108 1049 1014
is_linear=0
shrinkage=0.00196078


Tree=9018
num_leaves=31
num_cat=0
split_feature=1 3 12 44 4 474 1 43 4 1 10 42 4 150 47 0 3 1428 1452 402 402 403 1 457 4 0 16 43 0 42
split_gain=0.311716 0.051313 0.0424529 0.0407134 0.0413277 0.0496947 0.040672 0.0307123 0.0291304 0.0270167 0.0254023 0.0239172 0.0237888 0.0235232 0.0233394 0.0219033 0.0252287 0.0240167 0.0216548 0.0208389 0.040036 0.0228984 0.0203285 0.0225342 0.0200359 0.0198626 0.0194516 0.0342571 0.0246071 0.0220593
threshold=0.10920500000000001 -0.053259999999999995 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.080554999999999974 -0.036839999999999991 0.14262000000000002 -0.062879999999999978 0.11159000000000001 0.053180000000000012 0.091105000000000005 0.13011000000000003 -0.079119999999999982 -0.059315 0.08653000000000001 0.087755000000000014 0.090075000000000002 0.020685000000000005 0.23383500000000004 0.10658000000000002 0.084365000000000009 -0.085594999999999991 -0.050064999999999991 0.0065250000000000004 -0.085594999999999991 -0.11013499999999998 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 13 -8 -2 11 -11 14 15 -6 -3 16 18 19 24 20 -17 -21 23 -9 -4 -10 28 -28 -26 -29
right_child=1 9 12 -5 5 -7 7 22 25 10 -12 -13 -14 -15 -16 17 -18 -19 -20 21 -22 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=0.0060360697553389605 0.0067201801561609367 0.0024242877090929395 0.0065285378490248808 0.008003503871943143 0.0052827083956534897 -0.0012102799996500835 0.0042830216912434329 -0.0017118282311050028 0.0043630845887078487 -0.0026429698930587621 0.001362469570181259 -0.00077511239796876916 0.0045076603414336888 0.0017292364988298642 0.0056381516386754815 0.0048853393693739575 0.0093239665217697623 0.0075773351782926412 0.0083111053419997923 0.0081811509340217244 0.00042680758495061173 0.0043297943336745867 0.0037557886193760417 0.0025323716225102546 0.0021594359748996796 0.0019539356161788288 0.0064120239906538369 0.00025894551169282446 0.0057074892010880998 0.0042434128720990642
leaf_weight=90 33 235 224 29 165 20 59 29 88 20 76 21 242 21 25 492 20 36 32 38 21 26 22 22 20 56 39 24 863 33
leaf_count=90 33 235 224 29 165 20 59 29 88 20 76 21 242 21 25 492 20 36 32 38 21 26 22 22 20 56 39 24 863 33
internal_value=0 0.00263576 0.00525128 0.00437746 0.00413177 0.0036247 0.00392879 0.00258632 0.00404033 0.00197632 0.000528003 0.00247112 0.00544054 0.00488151 0.00273331 0.0055614 0.00580071 0.00507144 0.00574366 0.00491509 0.00470283 0.00661654 0.00121502 0.000119003 0.00567536 0.00342619 0.00548015 0.00412829 0.00562713 0.00256574
internal_weight=0 554 2567 457 428 338 318 132 177 377 96 281 2110 186 260 1868 1255 613 1235 577 513 64 73 51 1203 144 979 96 883 57
internal_count=3121 554 2567 457 428 338 318 132 177 377 96 281 2110 186 260 1868 1255 613 1235 577 513 64 73 51 1203 144 979 96 883 57
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 3 43 10 10 12 34 2 2 31 2 47 49 0 13 129 133 14 3 133 14 0 42 42 133 133
split_gain=0.253235 0.0681107 0.03779 0.0396585 0.0323105 0.0353002 0.029081 0.0275657 0.0271784 0.026199 0.0235894 0.0295261 0.0298166 0.0242267 0.0235076 0.0198473 0.0195376 0.02109 0.0194565 0.0205175 0.0187792 0.0198455 0.0209882 0.0181199 0.017394 0.024853 0.031049 0.017218 0.0169459 0.0258368
threshold=0.11829500000000003 0.078300000000000008 -0.096099999999999977 -0.077604999999999993 0.11924500000000002 -0.14847999999999997 -0.11720999999999999 -0.079859999999999987 -0.38851999999999992 0.10266500000000002 -0.021334999999999996 0.11870500000000002 -0.15339499999999998 -0.077289999999999984 0.090790000000000023 0.11043500000000002 -0.08130999999999998 -0.062764999999999974 0.25761500000000009 0.10260500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.149315 0.086695000000000008 0.076175000000000007 -0.14001499999999997 0.084755000000000011 -0.069529999999999995 -0.071719999999999992 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 8 -2 24 13 12 -12 -9 -7 -14 23 -18 19 27 -13 22 -22 -8 25 26 -3 -11 -27 -30
right_child=7 9 3 4 -6 14 16 10 -10 18 11 20 15 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=7.9276525814618386e-05 0.0014682102549961522 -0.00027700232341885565 0.0046544594084843996 0.0014254386411738341 0.0024010183091377258 0.0062645201334574577 0.0054484285333234331 0.0020785729272355296 -0.0031775261647999289 0.0056313699223101144 0.0012247383439292511 -0.00073823756165802487 0.0068989919131678167 -0.0023813078825783342 0.0043975876860453617 0.0034037614852422851 -0.00022948074679086198 0.0031419748282392641 0.0061340570403109794 0.00078982768278695989 0.0053791067191923505 0.0012944119430936885 0.0014670864659516762 0.0013328248076140883 0.0067634934183786301 0.0056625757118780986 0.0052951625036075714 0.0035445988003322219 0.002691336832000301 0.0049614512573484051
leaf_weight=28 34 20 50 27 64 120 23 29 20 50 27 25 33 21 154 32 55 28 38 22 32 88 24 20 56 342 20 189 52 1398
leaf_count=28 34 20 50 27 64 120 23 29 20 50 27 25 33 21 154 32 55 28 38 22 32 88 24 20 56 342 20 189 52 1398
internal_value=0 0.00463612 0.00366149 0.00384689 0.00444143 0.00487527 0.0026139 0.00183312 -0.000252433 0.00488969 0.00219524 0.00257643 0.00401799 0.000205423 0.00521522 0.00517826 0.00180416 0.000907878 0.00401996 0.00371216 0.00179168 0.0022309 0.00370253 0.00353419 0.00502742 0.00497436 0.00250908 0.00398116 0.00502939 0.00488004
internal_weight=0 2756 569 541 365 301 176 365 54 2187 311 261 92 50 274 65 126 83 299 261 169 144 56 43 1888 1832 40 239 1792 1450
internal_count=3121 2756 569 541 365 301 176 365 54 2187 311 261 92 50 274 65 126 83 299 261 169 144 56 43 1888 1832 40 239 1792 1450
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=31
num_cat=0
split_feature=1 2 0 30 2 14 47 149 44 11 1 40 156 0 0 131 52 376 13 0 0 51 16 49 40 457 16 1 4 16
split_gain=0.20512 0.0552286 0.0341435 0.0310601 0.0287465 0.0250941 0.0234316 0.0243907 0.0218277 0.0240171 0.0210212 0.0225625 0.0193125 0.0291726 0.0224775 0.0249665 0.02332 0.0190854 0.01815 0.0171356 0.0169712 0.0418254 0.0475647 0.0318465 0.0184963 0.0168773 0.0260216 0.0154156 0.0145224 0.0209576
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.086065000000000016 0.15361500000000003 0.076175000000000007 0.085505000000000012 0.081720000000000015 1.0000000180025095e-35 0.08740500000000001 0.14262000000000002 -0.0087249999999999984 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.096070000000000016 0.060015000000000006 0.083960000000000021 -0.11122999999999998 -0.17169499999999996 -0.13027499999999997 -0.030229999999999996 -0.088394999999999987 -0.0087849999999999977 -0.078349999999999989 0.094310000000000019 -0.52595999999999987 0.14554000000000003 -0.0083799999999999986 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 19 5 18 8 7 12 9 17 11 -8 13 14 -2 16 27 20 -4 25 21 -1 23 -23 -22 26 -3 -16 -20 -30
right_child=6 2 4 -5 -6 -7 10 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 28 -21 24 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00092523656785488135 -0.00096349904335857849 0.0019405174147794715 0.0016971366473819327 0.0011023696931910568 0.00024531929838386452 0.006128066957772231 0.00069115967722609649 0.0044918713043443862 0.0075913911419255402 0.00090254550799727439 0.00015051015176471665 0.004539097184897401 0.0036112623613165774 -0.0021256107617827025 -0.00035376712825587088 0.0047669248711000286 0.0037419776897877456 0.0020363120023188567 0.0047242889506458425 0.0010084977265274247 0.0072542391795044139 0.000731675310389084 0.0084219783975277105 0.005163344138512208 0.0044599628924066083 0.00096285695163533097 0.0063728915348362468 0.0027303849834771385 0.005408515297911233 0.0029460390529908523
leaf_weight=20 42 27 33 28 22 86 20 20 21 20 22 64 23 34 71 22 26 34 205 78 24 34 20 31 1828 25 26 21 45 149
leaf_count=20 42 27 33 28 22 86 20 20 21 20 22 64 23 34 71 22 26 34 205 78 24 34 20 31 1828 25 26 21 45 149
internal_value=0 0.0041725 0.00333287 0.00441117 0.00377142 0.00445491 0.00164981 0.00113723 0.0043841 0.00435061 0.00290223 0.00362292 0.000856509 0.000563179 0.00106548 0.00167417 0.00109756 0.00438525 0.00395099 0.00205656 0.00442605 0.00318929 0.00415741 0.00284524 0.00449617 0.00310462 0.00411489 0.000350224 0.0041374 0.00351723
internal_weight=0 2756 610 2146 454 2118 365 259 2032 2011 106 84 239 216 182 140 118 1991 432 156 1957 105 85 65 1852 78 53 92 399 194
internal_count=3121 2756 610 2146 454 2118 365 259 2032 2011 106 84 239 216 182 140 118 1991 432 156 1957 105 85 65 1852 78 53 92 399 194
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 123 44 42 1208 130 11 1424 15 0 15 2 403 402 402 1447 483 0 13 1211 1212 47 13 133 403 43
split_gain=0.168447 0.0584561 0.0480695 0.0284057 0.0284566 0.0279146 0.022144 0.0194056 0.0229712 0.0195995 0.0182677 0.0224709 0.0187097 0.0313954 0.0568324 0.0342908 0.0212575 0.03643 0.0339187 0.0208115 0.0284827 0.0197675 0.0197346 0.0197345 0.0250224 0.0195519 0.0208825 0.0193185 0.018679 0.0206157
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 1.0000000180025095e-35 1.0000000180025095e-35 0.11457500000000002 0.099975000000000008 -0.11198999999999999 0.097680000000000017 1.0000000180025095e-35 0.083195000000000005 -0.11173999999999999 -0.015039999999999998 0.085730000000000015 -0.083124999999999991 -0.089154999999999998 0.086255000000000012 -0.086059999999999984 0.11494000000000001 -0.15350499999999997 0.054800000000000008 0.11789500000000001 0.11387000000000001 0.10783500000000001 0.17001000000000002 -1.0000000180025095e-35 0.084620000000000015 -0.0090299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 9 -9 -1 11 12 13 14 15 -11 17 -15 -19 -14 22 -16 23 24 -21 26 28 -24 -18 -30
right_child=3 -3 -4 -5 -6 -7 -8 8 -10 10 -12 -13 19 16 21 -17 25 18 -20 20 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00636782526750775 -0.0013682921330492276 0.00099793144753978894 -0.00072374658395900685 0.0044850199766057943 0.0015118182103022967 0.0025231094775251713 0.0062503162589741925 0.0023124816886930994 0.0051141284255159869 0.0071463813916558322 0.001313519671272773 0.006745087416593693 0.0064910476652496468 0.0048400587786140079 0.001356477551162243 0.002726684875403331 0.0041587623453192592 -0.0013113612429151546 0.0037893424046077681 0.0044914872005358706 0.00078849365381756804 -0.0030895925336517395 0.00025005906908994634 0.0072156845838762824 0.0017877513827342128 0.0025725193369760028 0.0062745119878937581 0.0036815468442315856 -0.00030354905291460457 0.0037211267194444579
leaf_weight=34 39 75 23 28 285 146 41 140 37 21 26 29 41 37 20 107 856 32 22 696 24 20 21 25 36 86 44 75 20 35
leaf_count=34 39 75 23 28 285 146 41 140 37 21 26 29 41 37 20 107 856 32 22 696 24 20 21 25 36 86 44 75 20 35
internal_value=0 0.00375166 0.00382833 0.00142922 0.00116514 0.00386752 0.00394526 0.00390721 0.00289814 0.00398463 0.00394899 0.00397948 0.00394332 0.00369926 0.00242361 0.00345179 0.00388858 0.0024229 0.000766703 0.00428894 0.00418599 -0.000866557 0.00428159 0.00445287 0.00435852 0.0040167 0.00414675 0.00293091 0.00404398 0.00225761
internal_weight=0 2769 2694 352 324 2671 2525 2484 177 2307 2273 2247 2218 1300 168 128 1132 91 54 918 877 40 853 757 732 1041 955 96 911 55
internal_count=3121 2769 2694 352 324 2671 2525 2484 177 2307 2273 2247 2218 1300 168 128 1132 91 54 918 877 40 853 757 732 1041 955 96 911 55
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 3 40 15 0 4 13 2 4 0 15 13 41 15 39 47 41 34 0 43 3 4 0 400
split_gain=0.142367 0.0414903 0.0387356 0.0281621 0.0313634 0.0252559 0.0256199 0.0237691 0.0214245 0.0201766 0.0219582 0.0183793 0.018176 0.0179824 0.0196254 0.0192604 0.0267196 0.0215477 0.02145 0.0178004 0.0211777 0.0174544 0.016378 0.0156738 0.01878 0.0154644 0.0223218 0.0231033 0.0215163 0.0199875
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.073404999999999984 0.12178000000000001 -0.0025099999999999996 -0.08440499999999998 -1.0000000180025095e-35 -0.13843999999999998 0.40124500000000002 -0.0093149999999999986 -0.080614999999999978 0.40124500000000002 -0.14226499999999997 0.13592500000000005 -0.029529999999999997 0.077565000000000009 -0.41396999999999995 0.095070000000000016 0.07813500000000001 0.078065000000000009 -0.038779999999999995 -0.036484999999999997 0.0068900000000000012 -0.065229999999999996 -0.51253999999999988 -0.066089999999999996 -0.064794999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 9 8 12 21 -11 -2 -5 -3 15 17 18 22 25 23 -21 -7 -15 -13 -25 26 27 -17 -28 -27
right_child=11 13 -4 4 -6 6 -8 -9 -10 10 -12 19 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=-0.00062348881695905461 0.0020014905775161953 0.0059657335386521394 -0.0011444670246699108 0.002520712636633898 0.0063379687794412557 0.002393990675834335 0.0013408815610656067 -0.0013843517240491651 0.0030794309172354891 0.0075093642127720397 0.0039828559690106074 -0.00091183577455451791 -0.0013745447928085923 0.008646531952545047 0.00095613259131666929 0.0070907187226804946 0.0010214537415387376 0.0030145269106061938 0.00071604186564400152 -0.0027800094697158786 0.0013047737477377681 0.0044418596516584705 0.0048401870496141228 0.00092283856057717164 0.0040416614949488295 0.0055092482133126215 0.0037732176419178194 0.0037519591368895574 -0.00060114235030082257 0.0027657546923174304
leaf_weight=23 152 31 26 23 26 131 58 21 96 23 76 29 25 20 29 21 42 29 26 30 22 61 26 75 26 29 22 1585 23 315
leaf_count=23 152 31 26 23 26 131 58 21 96 23 76 29 25 20 29 21 42 29 26 30 22 61 26 75 26 29 22 1585 23 315
internal_value=0 0.00337457 0.00262921 0.00280349 0.00294945 0.00277805 0.00326003 0.00175859 0.00221693 0.00364254 0.00480215 0.00118977 0.000491933 0.0035743 0.00354009 0.00357514 0.00351791 0.00514929 0.00356979 0.000511855 -0.00105183 0.00304462 0.00649512 0.00113733 0.0017257 0.00360698 0.00373407 0.00379562 0.00153743 0.00299704
internal_weight=0 2787 589 563 540 514 349 165 144 291 99 334 48 2198 2167 2138 2063 75 2021 182 52 192 46 130 101 1995 1651 1606 45 344
internal_count=3121 2787 589 563 540 514 349 165 144 291 99 334 48 2198 2167 2138 2063 75 2021 182 52 192 46 130 101 1995 1651 1606 45 344
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=31
num_cat=0
split_feature=1 12 2 2 2 3 16 34 475 52 52 16 0 13 12 49 14 13 16 52 4 1 4 3 2 4 4 481 481 4
split_gain=0.115317 0.0336071 0.0324808 0.0239097 0.0289015 0.0366888 0.031548 0.0197827 0.0181907 0.0153948 0.0279874 0.0232412 0.0214411 0.0227342 0.0424356 0.0282364 0.0207983 0.0158504 0.0149472 0.0192005 0.0237846 0.0147981 0.0147241 0.0181026 0.0312429 0.0213949 0.0252953 0.0184935 0.0160094 0.0159588
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.0091949999999999983 0.093320000000000014 0.0022600000000000003 -0.013024999999999998 -1.0000000180025095e-35 -0.014939999999999997 -0.23375999999999997 -0.16675999999999999 0.061255000000000011 0.024095000000000002 -1.0000000180025095e-35 -0.081419999999999979 0.14233500000000002 -1.0000000180025095e-35 0.10935500000000002 0.51222500000000004 0.047850000000000011 0.42642000000000008 0.082535000000000011 0.053180000000000012 -0.13309499999999996 0.082275000000000015 -0.14098499999999997 -0.42529999999999996 0.11244000000000001 1.0000000180025095e-35 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 21 -7 -1 -8 -2 -11 12 13 14 16 17 -12 -15 19 20 -6 -5 23 24 -3 26 -25 28 -27 -24
right_child=9 22 -4 4 18 6 8 -9 -10 10 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 29 25 -26 27 -28 -29 -30 -31
leaf_value=0.001934465476740882 0.0030874686849796597 0.0072763996897265322 -0.0014036601324650374 0.0041173861478455368 0.0012629394129977474 0.0014780799005701044 0.002791884848424657 -0.0015982546839159511 0.0067728362104389822 -0.002771732058026828 0.0048950434371363375 0.0036366816037116225 -0.0016426206551841461 0.0063098326267208909 -0.0011974048835231531 -0.00028267230896744877 0.0011713937412666079 0.0023285786516498773 0.0046793720006699799 0.0034501791019502983 0.0047189189607954839 0.0075567463589511046 2.1668730060691422e-05 0.0031097260493509198 0.003694657065898355 0.0032855538745649457 -0.0015824225878168362 0.00081557475806524362 0.0060643224221989629 0.0027685632183129753
leaf_weight=51 34 29 22 22 210 68 22 23 24 20 20 32 32 20 76 20 60 20 23 73 22 29 23 27 152 1633 20 30 21 263
leaf_count=51 34 29 22 22 210 68 22 23 24 20 20 32 32 20 76 20 60 20 23 73 22 29 23 27 152 1633 20 30 21 263
internal_value=0 0.00303711 0.00236629 0.00251257 0.00276416 0.00384368 0.00284631 0.000836458 0.0048689 0.0010708 0.000842239 0.00110038 0.000773115 0.001131 0.000494755 0.00278525 0.00210231 0.00431921 0.0022211 0.00203573 0.00159066 0.0060731 0.00321687 0.00331697 0.00426853 0.00321747 0.00111307 0.0032762 0.00332083 0.00254766
internal_weight=0 2787 589 567 493 165 114 74 46 334 300 280 248 216 156 60 80 40 328 305 232 51 2198 1912 181 1731 47 1684 1654 286
internal_count=3121 2787 589 567 493 165 114 74 46 334 300 280 248 216 156 60 80 40 328 305 232 51 2198 1912 181 1731 47 1684 1654 286
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=31
num_cat=0
split_feature=1 124 2 400 12 376 39 13 1453 160 160 3 394 474 148 158 483 1213 1212 403 403 2 16 13 2 1212 42 1213 16 133
split_gain=0.0934071 0.0286247 0.0206041 0.0203895 0.0195944 0.0168865 0.0285527 0.0204988 0.0163866 0.0185691 0.0270229 0.0260026 0.0220866 0.0167051 0.0147837 0.0155579 0.0226563 0.0152026 0.015767 0.0170357 0.0221462 0.0199943 0.0170512 0.022104 0.0258172 0.0254641 0.0234792 0.0203578 0.0219876 0.0246331
threshold=0.12000500000000001 -0.076779999999999987 0.092235000000000025 -0.070649999999999991 -0.015429999999999998 0.084545000000000009 0.087735000000000021 -0.08971999999999998 0.10676500000000001 0.11281500000000001 0.081905000000000019 -0.075634999999999994 -0.08151499999999999 0.10674500000000002 0.069020000000000012 0.085030000000000008 0.0093900000000000008 0.39818500000000007 0.11387000000000001 -0.5492149999999999 -0.53101999999999994 0.083935000000000023 -0.071854999999999988 0.0036400000000000004 0.089885000000000007 0.055770000000000007 1.0000000180025095e-35 -0.017214999999999998 -0.039889999999999988 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 -1 9 10 12 -11 -5 -14 15 17 -17 18 19 21 -21 -6 23 24 -22 -25 -26 -24 -29 -30
right_child=-2 2 3 8 14 6 -8 -9 -10 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 22 -23 27 25 26 -27 -28 28 29 -31
leaf_value=-0.0018525464804438148 0.00096371609453015344 0.006063564996501165 -7.7398705264298073e-05 -0.00087414919398725037 0.0027985328484792264 0.0048415080218546791 2.4968353973235935e-05 0.0014679672875196779 0.0053611419061780907 0.0022479315510108358 0.0043158783568864375 -0.0020617430929892829 0.002387566133430647 0.0046259843777599081 0.0056256819926645794 0.0044584135919397408 0.0013672443877520233 0.0051606358573605708 0.00077037896734435821 0.00015472547121105656 0.0036189170365026296 0.006932055255906149 0.00026235915989113542 0.0028967946643630666 0.0032106738188304009 -0.00043661259220574393 -0.0014285720838233828 0.0011073923255203338 0.00067283839389742557 0.0031033378329679826
leaf_weight=23 334 21 31 20 25 32 20 97 20 42 82 21 703 35 21 130 29 28 37 31 552 22 39 75 24 33 20 82 46 446
leaf_count=23 334 21 31 20 25 32 20 97 20 42 82 21 703 35 21 130 29 28 37 31 552 22 39 75 24 33 20 82 46 446
internal_value=0 0.0027334 0.00281559 0.00244521 0.00302832 0.00148379 0.00298899 0.000831535 0.00252993 0.00246722 0.00259141 0.000811373 0.00240486 0.00249372 0.00298945 0.00295526 0.00389462 0.00285296 0.00280784 0.00286188 0.00279663 0.00473337 0.00285881 0.00319457 0.0034331 0.00187825 0.00110193 0.00247321 0.00262342 0.0028761
internal_weight=0 2787 2615 954 1661 172 52 120 923 903 840 63 758 738 1640 1619 159 1460 1432 1395 1348 47 1317 704 596 108 44 613 574 492
internal_count=3121 2787 2615 954 1661 172 52 120 923 903 840 63 758 738 1640 1619 159 1460 1432 1395 1348 47 1317 704 596 108 44 613 574 492
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=31
num_cat=0
split_feature=4 2 3 2 9 15 49 123 13 4 1456 3 0 4 160 160 133 42 42 455 1 2 0 3 133 49 51 474 474 49
split_gain=0.0817103 0.0332257 0.0263562 0.0204952 0.0180584 0.0190542 0.0178695 0.0173134 0.0167446 0.0158894 0.0200158 0.0195941 0.0256855 0.0171548 0.0180218 0.0188877 0.0171489 0.0208206 0.0188244 0.0213875 0.0195524 0.0460067 0.0434604 0.0275832 0.0232585 0.0212551 0.017708 0.0169095 0.0192327 0.0437237
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.25063000000000007 -1.0000000180025095e-35 -0.15914499999999995 0.089420000000000013 0.083965000000000012 -0.013304999999999999 -0.082769999999999982 -0.080829999999999985 0.11296500000000002 -0.019414999999999998 -0.082349999999999993 -0.54913999999999985 -0.53327999999999987 0.08784500000000002 0.11649000000000002 0.10571500000000002 0.090605000000000019 0.085605000000000014 0.086100000000000024 -0.15202999999999997 -0.012304999999999998 0.08653000000000001 -0.009329999999999998 -0.013439999999999999 0.090025000000000008 0.083685000000000023 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 7 6 -6 -1 -8 10 -7 12 13 -11 -15 -16 17 18 19 20 22 -22 -17 -23 27 -26 -27 28 -24 -30
right_child=3 -3 -4 -5 5 9 8 -9 -10 11 -12 -13 -14 14 15 16 -18 -19 -20 -21 21 23 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0015125268227642492 0.0011014388905580361 -0.00067466926455822301 0.0004961997558850618 -0.0019185409114773695 0.0060966719576189751 0.0053020052447183327 0.0052922173542901876 0.0023479747191931192 0.0016252816425438858 -9.6784887352475421e-06 0.0028441353484932163 -0.00017604287954625384 -0.00045826173833726601 0.0046559678202566616 -4.833705145223388e-05 0.0073773261434821923 0.0020256473915948418 -1.9884583350546933e-05 0.0057558208648558892 0.0059771824377821761 0.0026631506610451305 -0.0029662843539633534 0.0025770423437488383 0.0011302245774109348 0.0024049684967331845 0.0080989010597113525 0.0041410320832465704 -0.00012878096008318523 0.002237813818360199 0.0079931622000665153
leaf_weight=21 353 33 63 24 29 35 20 26 33 27 621 29 30 39 29 22 490 27 21 20 351 22 540 65 29 20 26 21 33 22
leaf_count=21 353 33 63 24 29 35 20 26 33 27 621 29 30 39 29 22 490 27 21 20 351 22 540 65 29 20 26 21 33 22
internal_value=0 0.00247927 0.00251766 0.000909186 0.00256575 0.00260086 0.004101 0.00062307 0.00300903 0.00255202 0.00297527 0.00240299 0.00244377 0.00249203 0.00253004 0.00248234 0.00252528 0.00272612 0.00278832 0.0027351 0.00267876 0.0021529 0.0030018 9.43258e-05 0.0028625 0.00452519 0.00586184 0.00266006 0.00275849 0.00453995
internal_weight=0 2744 2711 377 2648 2601 82 47 53 2519 656 1863 1834 1804 1777 1738 1709 1219 1192 1171 1151 438 713 87 691 75 46 616 595 55
internal_count=3121 2744 2711 377 2648 2601 82 47 53 2519 656 1863 1834 1804 1777 1738 1709 1219 1192 1171 1151 438 713 87 691 75 46 616 595 55
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 4 2 1 0 1 4 150 49 1 1 40 15 1 1 0 49 50 12 1 4 15
split_gain=13.4031 2.28498 1.17299 1.11242 0.845966 0.721805 0.519754 0.480954 0.42932 0.423306 0.317958 0.309905 0.229534 0.30288 0.224435 0.191248 0.174599 0.16058 0.148838 0.122966 0.116985 0.113288 0.111302 0.141795 0.10171 0.1003 0.0935348 0.102512 0.0915598 0.0866258
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.062539999999999984 0.14122000000000004 0.092845000000000025 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 -0.054984999999999992 0.16175000000000003 0.13436000000000001 -0.077474999999999988 -0.097454999999999986 0.13075500000000004 0.076935000000000017 -0.030209999999999997 -0.067649999999999988 0.041865000000000006 0.087695000000000009 0.089770000000000016 -0.50690499999999983 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 19 -8 12 -9 15 -4 13 -1 26 22 -2 25 -11 -3 -15 -5 23 -7 -22 29 27 28 -14 -6
right_child=1 4 11 21 17 10 7 9 -10 18 -12 -13 14 20 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085362146636591414 0.0006263873647050479 0.0004361368860298761 0.00076103728436324476 0.0005446024810030959 0.00033183911429770894 0.00079423330793439791 0.00076749172475602887 0.00072619847285480387 0.001001612480702907 0.00048807453785760136 0.00060674323598372765 0.00053286981324549595 0.0009867582470178605 0.00079410805202582296 0.00077209624005298986 0.00063627879579667172 0.00081275703140681302 0.00013429629466436407 0.00031593418057589606 0.00029575477289755186 0.00071126429400607651 0.00038520537919419651 0.00085849247345635754 0.00065031929950382832 0.00051588438360853576 0.00043026066907480654 0.00084934320694194754 0.00075651747105168362 0.0008794065266213495 0.00017674727054933708
leaf_weight=82 23 47 37 60 45 285 30 28 76 158 41 60 32 20 110 30 121 21 22 49 20 24 92 29 21 25 816 25 672 20
leaf_count=82 23 47 37 60 45 285 30 28 76 158 41 60 32 20 110 30 121 21 22 49 20 24 92 29 21 25 816 25 672 20
internal_value=0 0.000518768 0.000831208 0.000678384 0.000436988 0.000839927 0.000486273 0.000535398 0.00085726 0.000501923 0.000771828 0.000619903 0.000851159 0.00077579 0.000857671 0.000787352 0.00078299 0.000288689 0.000467035 0.000364484 0.000671164 0.00049906 0.000798515 0.000780942 0.000611192 0.000324714 0.000863763 0.000879905 0.000884286 0.000284119
internal_weight=0 673 2448 228 445 2351 334 238 1874 208 477 97 1798 143 1655 436 144 111 180 96 61 84 406 314 41 90 1545 729 704 65
internal_count=3121 673 2448 228 445 2351 334 238 1874 208 477 97 1798 143 1655 436 144 111 180 96 61 84 406 314 41 90 1545 729 704 65
is_linear=0
shrinkage=0.00196078


Tree=9027
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 14 47 4 15 1 16 13 49 11 2 47 49 1 12 3 52 16 15 4 15 484 1 133 13
split_gain=5.7262 0.966013 0.513221 0.429578 0.361419 0.361367 0.2451 0.205264 0.196698 0.141458 0.139743 0.110366 0.107187 0.103749 0.102638 0.0969092 0.0903992 0.0816821 0.092676 0.0808155 0.0922721 0.0736286 0.0728139 0.0691376 0.0724874 0.0921761 0.165976 0.0669446 0.0693256 0.0582995
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.11690500000000002 0.13501500000000002 0.062655000000000016 0.085505000000000012 0.27834500000000006 1.0000000180025095e-35 0.09253500000000002 -0.061854999999999993 -0.077799999999999994 -0.054984999999999992 0.077415000000000012 0.14838000000000004 0.10648500000000001 -0.016249999999999997 0.085760000000000017 -1.0000000180025095e-35 0.11658 0.12418000000000001 0.13751500000000003 -0.15914499999999995 -0.42529999999999996 -0.0072999999999999992 0.084040000000000017 0.13075500000000004 -1.0000000180025095e-35 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 16 6 8 15 9 12 -5 -9 -1 -2 -11 21 19 18 -14 29 -21 -6 -7 -19 -25 -26 -27 28 -4 -3
right_child=1 4 27 10 7 22 -8 11 -10 14 -12 -13 17 -15 -16 -17 -18 23 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00050188505944741952 0.00033971962501965251 0.00028004491723953201 0.00021398010051107023 0.00046131763582557203 0.00017017727534103744 0.0002593714458436401 0.0006025824030595167 0.00022109418253217516 0.0003101904649924945 0.00051037092362226266 0.00030444312885006077 0.0003778863434760677 0.00049757249321317077 0.00048029307331800717 0.00064886732463464904 0.0001022189630718353 0.00042956005343619514 0.00053806545574031366 0.0003384121736046161 0.0004152269891400189 0.00028007524908024419 0.0002896680753811999 0.00041331665957369167 0.00051172884160113777 0.00046495318607817093 0.00045453476518684746 0.0002357671881898069 0.0001797465229649675 0.00035163697722480786 0.00015913997780776185
leaf_weight=534 24 46 22 34 114 27 84 45 22 1011 61 28 22 127 21 72 20 54 39 31 52 24 21 99 341 40 20 24 39 23
leaf_count=534 24 46 22 34 114 27 84 45 22 1011 61 28 22 127 21 72 20 54 39 31 52 24 21 99 341 40 20 24 39 23
internal_value=0 0.00028755 0.000389347 0.000489837 0.000234751 0.000495096 0.00049863 0.000191668 0.000494666 0.000496527 0.000360588 0.000281234 0.000481561 0.00045795 0.000513189 0.000160533 0.000305636 0.000463914 0.000395814 0.00028933 0.000330554 0.000190958 0.000326722 0.000471412 0.000464214 0.000452483 0.000381612 0.000267474 0.00030199 0.000239743
internal_weight=0 691 236 2430 455 2335 2287 283 2203 2181 95 73 1149 151 1032 210 172 615 61 152 83 138 48 554 500 401 60 85 61 69
internal_count=3121 691 236 2430 455 2335 2287 283 2203 2181 95 73 1149 151 1032 210 172 615 61 152 83 138 48 554 500 401 60 85 61 69
is_linear=0
shrinkage=0.00196078


Tree=9028
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 4 16 14 1 2 1 0 2 2 150 475 1 13 12 4 16 131 39 43 3 48 52 52 13
split_gain=5.14241 0.64676 0.57197 0.427863 0.344276 0.279479 0.173651 0.142159 0.137508 0.136023 0.119992 0.108115 0.101478 0.097576 0.0914941 0.0848754 0.0842338 0.0719342 0.0688753 0.0662987 0.0704285 0.060139 0.0580098 0.0558093 0.0509801 0.0637487 0.0471438 0.0461887 0.0560447 0.0535679
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13604000000000002 0.098630000000000009 0.088725000000000012 0.40473500000000007 -0.5335399999999999 0.076975000000000002 0.077845000000000011 0.13501500000000002 0.086920000000000011 -0.095504999999999993 0.17025000000000004 -1.0000000180025095e-35 0.084120000000000014 -0.066784999999999983 0.10538500000000002 -0.016469999999999995 0.087695000000000009 -0.50940999999999981 -0.11118499999999999 0.09031500000000002 0.093755000000000019 -0.04890499999999999 0.30112000000000005 0.093265000000000015 0.039215000000000007 -0.55252499999999982 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 4 5 8 24 -7 -6 11 -4 16 19 15 18 -14 -13 -9 27 -5 20 -1 -15 -2 -20 -3 -26 -21 28 -18 -30
right_child=1 3 9 13 7 6 -8 10 -10 -11 -12 12 14 21 -16 -17 17 -19 23 26 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0005653578608750022 0.00048582689100954709 0.00016946198174684409 0.00040020128093785093 0.00010914754179473052 0.00024559861678416197 0.00037596125727002865 0.0002034248584971071 0.00045818561986411284 0.0005223232845944192 0.00024215671145386893 0.00029601197015628023 0.00039478802379623189 0.00031453010688747173 0.00010102962493291256 0.00043092758394828925 0.00026335103169473163 0.00046843376730670448 0.00027546343801457897 0.00027043100832991934 0.00043368055451776209 0.00045276415824728304 -3.7779241024640877e-05 0.00035445649736846972 0.00013370687376920286 0.00025287612375088429 0.00016580263471909575 0.00037080441196175179 0.00041804061282706048 0.00041267484835825542 0.00033743312436598652
leaf_weight=22 28 116 28 77 28 70 33 77 72 83 48 51 28 28 357 30 21 21 24 552 733 21 24 22 99 48 50 161 53 116
leaf_count=22 28 116 28 77 28 70 33 77 72 83 48 51 28 28 357 30 21 21 24 552 733 21 24 22 99 48 50 161 53 116
internal_value=0 0.000216378 0.000419655 0.000196195 0.000425968 0.000234102 0.000320683 0.000381535 0.000438278 0.000282024 0.000389194 0.000434958 0.00040919 0.000115533 0.000422462 0.000346108 0.000399155 0.000386937 0.00014501 0.000443807 0.000456045 4.15401e-05 0.000425194 0.000205041 0.000200193 0.000224444 0.000428458 0.000393606 0.000372901 0.00036103
internal_weight=0 590 2531 538 2420 366 103 525 1895 111 497 1823 466 172 385 81 449 372 123 1357 755 49 52 46 263 147 602 351 190 169
internal_count=3121 590 2531 538 2420 366 103 525 1895 111 497 1823 466 172 385 81 449 372 123 1357 755 49 52 46 263 147 602 351 190 169
is_linear=0
shrinkage=0.00196078


Tree=9029
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 2 1 16 2 2 4 47 1 2 4 1 0 1 4 2 475 52 16 0 43 4
split_gain=9.01454 1.31849 0.855775 0.807078 0.554075 0.451269 0.32498 0.247538 0.243722 0.198248 0.194019 0.173044 0.161877 0.136274 0.108325 0.104807 0.0943499 0.175243 0.0876864 0.0997399 0.0901644 0.073489 0.0648643 0.0620502 0.0608214 0.0693279 0.0578918 0.0575464 0.0570523 0.0544617
threshold=0.10538500000000002 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.13501500000000002 0.077845000000000011 -0.5335399999999999 0.14285500000000004 -0.090999999999999984 0.27834500000000006 0.090100000000000013 0.086920000000000011 0.089775000000000008 -0.013125 0.075045000000000014 -0.019414999999999998 0.093100000000000002 -0.036839999999999991 0.091265000000000013 -0.088274999999999978 0.31359500000000001 0.13751500000000003 -0.23091999999999999 -0.080324999999999994 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 15 6 13 12 29 11 -5 -7 14 -1 -4 27 23 -18 19 20 -13 -20 -2 24 -15 -26 -11 -3 -12 -6
right_child=1 2 7 10 8 9 -8 -9 -10 26 28 18 -14 16 -16 -17 17 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00041003629454011481 0.00058485833940163164 0.00035127426882863155 0.00028653529143508037 0.00051031020686489526 0.00059437707525675373 0.00033803717616726368 0.00069970148409448081 0.00032827217757670291 0.00029979242584089825 0.00032576578297262055 0.00035359657782257773 0.00054150628537743119 9.5199752510184951e-05 0.00049873746269851955 0.00016503668848194154 0.0003744219678254334 0.00054883325383114597 0.00036069043857209823 0.00050693331222686068 0.00059759784675160964 0.00043525647052916459 0.00038810040338592417 0.00045420303592940114 0.00054371844032460111 0.00058616607767251897 0.0004960676120226771 0.00046303321187402685 0.00024233206283748733 0.00023180962841084745 0.00047538720568021133
leaf_weight=22 48 21 39 28 21 20 70 37 30 27 50 160 99 34 102 33 394 20 221 98 38 22 21 216 958 34 21 166 21 50
leaf_count=22 48 21 39 28 21 20 70 37 30 27 50 160 99 34 102 33 394 20 221 98 38 22 21 216 958 34 21 166 21 50
internal_value=0 0.000288449 0.000258837 0.000545518 0.000327741 0.000552808 0.000568803 0.000178987 0.000447971 0.000506748 0.000372086 0.000517132 0.000155972 0.000563342 0.000198643 0.000272545 0.000565379 0.000539744 0.000523777 0.000546437 0.000521115 0.000496175 0.000545094 0.000573924 0.000580283 0.000583078 0.00038582 0.000254566 0.000317575 0.000510581
internal_weight=0 667 598 2454 321 2355 1748 277 101 607 99 559 240 1678 141 220 1656 414 539 296 198 243 69 1242 1026 992 48 187 71 71
internal_count=3121 667 598 2454 321 2355 1748 277 101 607 99 559 240 1678 141 220 1656 414 539 296 198 243 69 1242 1026 992 48 187 71 71
is_linear=0
shrinkage=0.00196078


Tree=9030
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 2 14 47 1 4 1 49 2 43 4 12 1 2 131 13 52 12 47 3 447 4 52
split_gain=8.45117 1.29143 0.808148 0.798872 0.49717 0.463949 0.273407 0.227392 0.209776 0.208269 0.202493 0.159957 0.139919 0.229269 0.167212 0.112617 0.112208 0.107414 0.0931272 0.0894354 0.0877687 0.0834439 0.0762997 0.0617429 0.0577059 0.0570574 0.0578541 0.0565326 0.0563982 0.0536144
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.14285500000000004 0.09253500000000002 0.10672500000000001 0.062655000000000016 0.13082500000000002 0.091195000000000012 -0.013514999999999998 0.088975000000000012 -1.0000000180025095e-35 0.14753000000000002 0.064745000000000011 0.27834500000000006 0.090285000000000018 0.11588000000000001 -0.0091949999999999983 0.09031500000000002 -0.0062949999999999994 -0.56176499999999996 0.092355000000000007 0.090100000000000013 1.0000000180025095e-35 0.081385000000000013 0.04735000000000001 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 25 9 12 -5 19 11 15 27 16 18 -15 17 23 -4 28 -6 -13 -2 -19 -7 -18 26 -3 29 -14 -1
right_child=1 2 10 7 8 6 -8 -9 -10 -11 -12 20 13 14 -16 -17 24 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060277200057530858 0.00060732902742090494 0.00025446218329432531 0.00030658345925165155 0.00051886803130033788 0.00058375409530366158 0.00065033787388373216 0.00037691988759847847 0.00031989538316593762 0.00032178553379550367 0.00070786105141405168 0.0003489157094726513 0.00042645845956026951 0.00061500036532299472 0.00029716583200559734 0.00053021521216221879 0.00013090611763732295 0.00040785188987558965 0.00015910800319753648 0.0005085319764249628 0.00044585578475618955 0.00055426174088755542 0.00046811754329531801 0.00027712428958953493 0.00057181683802685023 0.00053026643166806148 0.00037565423431349738 0.00032275925366206373 0.00050430751688705351 0.00053953780879901646 0.00051732440608187732
leaf_weight=1066 49 99 40 34 40 43 39 63 28 59 34 23 66 29 20 87 20 85 215 33 203 25 28 368 57 33 92 24 90 29
leaf_count=1066 49 99 40 34 40 43 39 63 28 59 34 23 66 29 20 87 20 85 215 33 203 25 28 368 57 33 92 24 90 29
internal_value=0 0.000315924 0.000285734 0.000564021 0.000351863 0.000571216 0.000537677 0.000389638 0.000466073 0.000593838 0.000207295 0.000588836 0.000544582 0.000518345 0.000392288 0.000187233 0.000567163 0.000219261 0.000534994 0.000521417 0.000541255 0.000560298 0.000188351 0.000580032 0.00049847 0.000300367 0.000287359 0.000598446 0.000571464 0.000600509
internal_weight=0 673 599 2448 325 2351 947 97 101 1404 274 1345 908 420 49 240 488 153 371 73 226 74 113 411 77 224 191 1119 156 1095
internal_count=3121 673 599 2448 325 2351 947 97 101 1404 274 1345 908 420 49 240 488 153 371 73 226 74 113 411 77 224 191 1119 156 1095
is_linear=0
shrinkage=0.00196078


Tree=9031
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 12 1 48 14 159 483 3 16 156 475 1429 157 42 16 16 3 447 52 13 0 3 12 3 147 150
split_gain=0.210476 0.0587746 0.0416022 0.0358452 0.030763 0.0224547 0.0319238 0.0217868 0.0183957 0.0227907 0.0263682 0.0241234 0.0183493 0.0363062 0.0233632 0.0495099 0.0372409 0.0254958 0.0353561 0.035741 0.0226624 0.0244554 0.0240009 0.0221242 0.0193498 0.0176785 0.0175725 0.0175202 0.0170986 0.020055
threshold=0.10124500000000002 -0.39518999999999993 0.13622000000000004 0.088105000000000003 0.22582000000000002 -0.42850999999999995 0.15799000000000005 -0.068459999999999979 -0.46413499999999996 0.10600500000000002 0.086310000000000012 -0.045649999999999989 0.013515000000000001 -0.031569999999999994 -0.091889999999999986 0.083810000000000009 -0.081579999999999986 0.086835000000000009 0.066275000000000014 0.19444000000000003 0.092670000000000016 0.089395000000000016 -0.13993999999999998 0.0061450000000000003 -0.094299999999999981 -0.081814999999999985 0.092465000000000006 -0.10217499999999997 0.08789000000000001 -0.087189999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 12 -4 -7 -3 -9 10 11 -10 20 25 -15 16 -16 18 -18 -20 21 22 24 -21 -1 -14 -5 -19 29 -24
right_child=1 2 5 26 -6 6 -8 8 9 -11 -12 -13 13 14 15 -17 17 27 19 23 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0093037664610892534 0.005272661603820057 0.0043845050746401798 0.004184846083517187 0.0062199311298799928 0.00066705351695418359 0.0011819896681117825 -0.0031031243290635759 0.004469797995765335 -0.0017316966271027922 -0.0015636698558228091 0.0048372825337407582 0.0019052052329511467 0.0079617392329964787 0.0063384607696207245 0.0072085088212043048 -0.00060458647225190094 -0.0010044864366215694 0.0071473576128482826 0.0064216516213491566 0.0034544758599934057 0.0026070538556571894 0.0013317187537904831 0.0018064575636858732 0.0005042925611353264 0.0056015908383415082 0.0045827766775619243 0.0035323242699867733 0.0040069740751037764 0.0076102965067894688 0.0047797968368568731
leaf_weight=20 78 41 20 29 20 133 20 26 20 20 28 207 32 32 30 27 23 20 28 73 48 20 23 39 48 30 151 159 21 1655
leaf_count=20 78 41 20 29 20 133 20 26 20 20 28 207 32 32 30 27 23 20 28 73 48 20 23 39 48 30 151 159 21 1655
internal_value=0 0.0026698 0.00237769 0.00282309 0.00457224 0.00103375 0.000621844 0.00222191 0.00192734 0.00168696 0.00194191 0.00158477 0.00460579 0.00406415 0.00373867 0.00353016 0.00383026 0.00353393 0.00262912 0.00322607 0.00475131 0.00480891 0.00484826 0.00242718 0.00669047 0.00632676 0.00396533 0.00435785 0.00477453 0.00473904
internal_weight=0 773 695 522 2348 173 153 342 301 275 255 227 2328 493 431 399 372 342 163 140 1835 1787 1767 112 68 62 180 179 1699 1678
internal_count=3121 773 695 522 2348 173 153 342 301 275 255 227 2328 493 431 399 372 342 163 140 1835 1787 1767 112 68 62 180 179 1699 1678
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 1 2 2 34 150 2 4 1 47 2 0 4 13 52 49 1447 4 4 12
split_gain=8.35127 1.38033 0.931542 0.748759 0.504061 0.401588 0.273422 0.231386 0.217627 0.213546 0.205187 0.183178 0.205964 0.167353 0.123593 0.118066 0.114395 0.0995543 0.0789494 0.0784725 0.0761097 0.0674353 0.058285 0.0568597 0.0499591 0.0484346 0.0467075 0.0465422 0.0457511 0.0439531
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.11474000000000002 0.14285500000000004 0.089625000000000024 0.090425000000000019 0.14285500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0091949999999999983 0.27834500000000006 0.076935000000000017 0.090100000000000013 0.089885000000000007 -0.030209999999999997 -0.036839999999999991 -1.0000000180025095e-35 0.40674500000000008 -0.054319999999999993 -0.082954999999999987 -0.0070899999999999991 0.015030000000000002 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 19 7 13 11 -5 27 15 20 16 14 -4 18 -13 -16 21 -3 24 28 -2 -19 -1 -10 -22 -6 29 -7
right_child=1 2 6 8 9 10 -8 -9 25 -11 -12 12 -14 -15 17 -17 -18 23 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050478107672757855 0.00051312066351666169 0.00019503017899716971 4.2206344647690136e-05 0.00042657623504693468 0.00050619259323615208 0.00053714380050316833 0.00027148907892986051 0.00059484558485609822 0.00028375983138613525 0.00021564223897929482 0.00028886144151775352 0.00032287977760116183 0.00026310019906473691 2.1818767267936547e-05 0.00025603976037910246 0.00031856166090804089 0.00046685016961296142 8.1250511706079239e-05 0.00049656181026945631 0.00029857754242505199 0.00054616916900366739 0.00034285357745449525 0.00039556777908229362 0.00020572440342214149 0.00041933110336852229 0.00017490186953758881 0.00046593807472055748 0.00039795082719887005 0.00041397219529554203 0.00044865633637260574
leaf_weight=1023 50 191 45 34 21 26 34 76 33 24 39 23 23 99 32 30 274 43 92 33 30 30 24 21 27 30 398 56 133 127
leaf_count=1023 50 191 45 34 21 26 34 76 33 24 39 23 23 99 32 30 274 43 92 33 30 30 24 21 27 30 398 56 133 127
internal_value=0 0.00022235 0.000191138 0.000468976 0.000262137 0.000475942 0.000106924 0.000488871 0.000300152 0.000377136 0.000425147 0.000484391 0.000441858 8.36108e-05 0.000126997 0.000437282 0.000455701 0.000166742 0.000446011 0.000210285 0.0004936 0.000431294 0.000474995 0.000122094 0.000502584 0.000231923 0.000471562 0.000427471 0.000440571 0.000463693
internal_weight=0 673 599 2448 325 2351 274 1874 97 101 477 1798 320 240 141 438 297 96 408 224 1478 316 74 64 1050 63 428 77 286 153
internal_count=3121 673 599 2448 325 2351 274 1874 97 101 477 1798 320 240 141 438 297 96 408 224 1478 316 74 64 1050 63 428 77 286 153
is_linear=0
shrinkage=0.00196078


Tree=9033
num_leaves=31
num_cat=0
split_feature=4 3 9 4 13 3 15 0 42 12 0 1 123 484 448 48 13 42 43 159 1447 51 15 12 15 3 12 12 0 2
split_gain=0.210393 0.068256 0.0513834 0.027028 0.0335384 0.0386197 0.0371845 0.0291497 0.025787 0.0253275 0.026326 0.0252586 0.0235223 0.0227719 0.020875 0.0225096 0.0282655 0.0226204 0.0206591 0.0200732 0.0210443 0.0181271 0.0207224 0.0282308 0.0245835 0.0175157 0.0175507 0.0321331 0.0174614 0.0164577
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 -0.073934999999999987 -0.013634999999999998 0.11296500000000002 -0.21699999999999997 -0.0058249999999999994 0.11649000000000002 0.11650500000000001 -0.089269999999999988 0.13075500000000004 0.083855000000000013 -0.069939999999999988 -0.065209999999999976 0.12118000000000002 0.05868000000000001 0.086835000000000009 -0.24021999999999996 -0.085489999999999997 -0.085804999999999979 0.089355000000000004 -1.0000000180025095e-35 0.091475000000000015 -0.048699999999999993 -0.097604999999999983 0.097575000000000009 0.096830000000000013 0.024095000000000002 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 9 6 7 -5 13 25 10 29 14 -1 -6 -2 16 17 -16 -15 -12 -21 22 24 -24 -20 -8 27 -27 -13 -4
right_child=11 -3 3 4 5 -7 8 -9 -10 -11 19 28 -14 18 15 -17 -18 -19 21 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013702631794980595 0.00016562121334787021 0.001309908373397775 0.0086781412149624284 0.0086620896167698361 0.0058989200512973633 -0.00048680282438315619 0.0022040821994925219 -4.1432941798120738e-05 0.0024517208186259111 0.0013726953184232116 0.0072169752025436004 0.0012030785197392107 0.0030571380497089458 0.0052465321666408165 0.0051135763695596588 -0.00026350373867899184 0.00024902668106369677 0.0023601117206943365 0.0036694287662195589 0.0018253222989957206 0.0047111552832209171 0.0016807238317207004 0.0074680569162592289 0.0034516085823443499 0.0011114158533493301 0.0045746154472276748 0.0058710918979486453 0.00078255403287071004 -0.0016452242145673015 0.0057008290818108751
leaf_weight=21 34 75 24 21 49 23 31 20 63 21 31 125 28 67 70 20 25 52 205 26 899 56 30 42 46 786 100 23 26 82
leaf_count=21 34 75 24 21 49 23 31 20 63 21 31 125 28 67 70 20 25 52 205 26 899 56 30 42 46 786 100 23 26 82
internal_value=0 0.00428553 0.00436837 0.00442781 0.00416163 0.00352236 0.0044975 0.00370141 0.00441031 0.00481171 0.00487971 0.00168998 0.00115968 0.00385263 0.00242419 0.00288402 0.00331226 0.00393997 0.00362781 0.00471393 0.00463004 0.00334166 0.00362962 0.00512513 0.00320063 0.00454158 0.00462129 0.00446681 0.000712642 0.00637494
internal_weight=0 2769 2694 2645 1562 538 1024 515 1003 1083 1062 352 49 495 201 167 147 122 446 956 925 379 323 72 251 940 909 809 151 106
internal_count=3121 2769 2694 2645 1562 538 1024 515 1003 1083 1062 352 49 495 201 167 147 122 446 956 925 379 323 72 251 940 909 809 151 106
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 47 4 2 1 0 4 4 2 52 2 47 4 1 475 52 34 43 13 49 52 447
split_gain=25.0739 3.77227 2.29883 2.17226 1.41043 1.27437 0.786196 0.713657 0.711181 0.661566 0.605896 0.397788 0.353801 0.357194 0.328313 0.321852 0.201236 0.146585 0.134066 0.128995 0.107896 0.0952552 0.0933367 0.108061 0.0928959 0.0757202 0.0741235 0.0731465 0.0689306 0.0685533
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.13082500000000002 0.27834500000000006 0.14285500000000004 0.089770000000000016 -0.10607499999999999 0.27287000000000006 0.27834500000000006 0.089525000000000007 -0.56176499999999996 -1.0000000180025095e-35 0.090100000000000013 -0.036839999999999991 0.16175000000000003 -0.082014999999999991 0.039215000000000007 -1.0000000180025095e-35 -0.08595499999999999 -1.0000000180025095e-35 -0.054319999999999993 0.40674500000000008 0.081385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 19 6 12 -5 14 11 -6 15 16 -14 17 -4 28 -7 -15 25 -2 -13 -19 -24 -17 -3 -26 -9 29 -1
right_child=1 2 9 7 10 8 -8 27 -10 -11 -12 21 13 18 -16 24 -18 22 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0030710753865929347 0.0030610897260553694 0.0024337347612763101 0.0025832007913028491 0.0029528206744958512 0.0029413318390126729 0.0030882718711117514 0.0032416757292299692 0.0026640305898760447 0.0026859207452056169 0.0026464861034399376 0.0026149019087646523 0.0023011019207113889 0.0027973314284267538 0.002865494681339638 0.0027280290921529132 0.0022969789549293165 0.0030169796943162954 0.0030662380346730979 0.0030160372432725957 0.0026720087300151569 0.0028936081573742779 0.0021523252226947958 0.0029166472719070759 0.0029858599756162098 0.0023727361111134304 0.0025536940538304414 0.0025148556902517679 0.0025302542970071433 0.002962339664596358 0.0029578428865035598
leaf_weight=973 50 23 39 34 69 36 76 33 41 37 32 78 37 25 23 38 466 28 252 33 21 21 188 161 43 168 21 30 24 21
leaf_count=973 50 23 39 34 69 36 76 33 41 37 32 78 37 25 23 38 466 28 252 33 21 21 188 161 43 168 21 30 24 21
internal_value=0 0.0025841 0.00253368 0.00301144 0.00264554 0.0030233 0.00304633 0.00272388 0.00293282 0.00240243 0.00283791 0.00236481 0.00303808 0.00297828 0.00295603 0.0024317 0.00305073 0.00296873 0.00300245 0.00255881 0.00301155 0.00226954 0.00295732 0.00294858 0.00237377 0.00253925 0.00241937 0.00260033 0.00306618 0.00306868
internal_weight=0 673 602 2448 325 2351 1874 97 477 277 101 240 1798 314 436 141 1484 413 277 224 71 99 377 349 102 191 64 63 1018 994
internal_count=3121 673 602 2448 325 2351 1874 97 477 277 101 240 1798 314 436 141 1484 413 277 224 71 99 377 349 102 191 64 63 1018 994
is_linear=0
shrinkage=0.00196078


Tree=9035
num_leaves=31
num_cat=0
split_feature=1 4 3 123 1 2 159 1 14 1 2 2 2 2 15 13 1 150 12 0 43 4 2 150 15 1 0 39 4 12
split_gain=3.83739 0.673744 0.461509 0.367636 0.205006 0.189248 0.133545 0.121922 0.115971 0.101951 0.144431 0.098685 0.0774875 0.140833 0.0725867 0.0818572 0.0588989 0.0555245 0.052828 0.0525897 0.0764594 0.0522663 0.0519695 0.0474138 0.0433907 0.0429016 0.0401681 0.0396951 0.0379937 0.0430509
threshold=0.10508500000000001 0.27044500000000005 -0.069009999999999974 1.0000000180025095e-35 0.13075500000000004 0.098630000000000009 0.082585000000000006 0.09253500000000002 0.062655000000000016 0.089625000000000024 0.090425000000000019 0.14285500000000004 -1.0000000180025095e-35 0.10882500000000002 -0.0088349999999999974 -0.0013449999999999996 0.15471500000000002 1.0000000180025095e-35 0.087695000000000009 -0.068604999999999985 -0.079109999999999986 -0.50940999999999981 -0.0091949999999999983 0.10921500000000002 -0.15914499999999995 0.076935000000000017 -0.030209999999999997 0.088025000000000006 0.015030000000000002 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 27 8 12 -5 9 18 22 17 -4 -14 15 -15 -6 25 21 -20 -21 -1 -11 24 -23 26 28 -3 29 -7
right_child=1 4 6 7 16 11 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053588854941362407 0.00039974366992639543 0.00024828661967395463 0.00019286255179011956 0.00039195772410814049 0.00015077437628457021 0.00049011552563080424 0.00017575206918595386 0.00024626212298332103 0.00050440920022834317 0.00031654979884370408 0.00024478877954127844 0.00029112391938001684 0.00037133211168654352 0.00022252732439159679 0.00015103981054907602 0.00037120465201392671 5.9093579321223146e-05 0.00031263967565096478 0.00042508916376910626 0.0002689295922285146 0.00042544407783081382 0.00052779779435220369 0.00041358807284549716 0.00036031610265471579 0.00044130990547606915 0.00043730479220479397 0.00032093482347680073 0.00017475297556517356 0.0003721126139803251 0.00040254096287911336
leaf_weight=23 129 119 31 34 117 26 62 63 76 23 23 39 62 35 22 24 35 30 621 21 28 23 274 27 735 92 30 37 133 127
leaf_count=23 129 119 31 34 117 26 62 63 76 23 23 39 62 35 22 24 35 30 621 21 28 23 274 27 735 92 30 37 133 127
internal_value=0 0.000248449 0.000305439 0.000415628 0.000180912 0.000420508 0.000253891 0.000297331 0.000429384 0.000426213 0.000394481 0.000385639 0.000281733 0.000300999 0.000247164 0.000283006 0.000129664 0.000394055 0.000433083 0.000420209 0.000358366 0.000443758 0.000406073 0.000441058 0.000443934 0.000400041 0.000389192 0.000230846 0.000396352 0.000417423
internal_weight=0 673 365 2448 308 2351 236 97 1874 1798 320 477 174 143 81 59 152 438 1478 670 49 808 297 785 758 408 316 156 286 153
internal_count=3121 673 365 2448 308 2351 236 97 1874 1798 320 477 174 143 81 59 152 438 1478 670 49 808 297 785 758 408 316 156 286 153
is_linear=0
shrinkage=0.00196078


Tree=9036
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 1 16 2 14 4 2 48 34 10 16 13 14 0 4 1 12 15 3 2 12 475 52
split_gain=8.68398 1.4513 0.96426 0.761394 0.431229 0.306409 0.303552 0.259274 0.233287 0.212445 0.20953 0.168206 0.164117 0.163703 0.133304 0.121712 0.0918956 0.135805 0.0880792 0.0867569 0.0684336 0.067996 0.101153 0.0699217 0.0659282 0.082116 0.0644129 0.0636574 0.0630992 0.0605608
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.092235000000000025 0.085505000000000012 0.27834500000000006 0.09253500000000002 0.086920000000000011 -0.061854999999999993 0.14122000000000004 0.062655000000000016 0.0067750000000000006 0.14960000000000004 -0.015314999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.052820000000000013 -1.0000000180025095e-35 0.062655000000000016 0.18019500000000002 -0.013125 0.093100000000000002 0.090285000000000018 -0.40580499999999992 0.12178000000000001 0.10497000000000002 0.08401500000000002 -0.088274999999999978 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 8 13 -4 -5 11 -7 14 28 27 15 -6 -3 -2 26 -17 20 21 -16 23 -23 -15 -26 -18 -10 -1 -30
right_child=1 5 6 7 10 9 -8 -9 12 -11 -12 -13 -14 24 19 18 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00057925782983241157 0.00028238728410834437 0.00017596580920736394 0.00061671195931767666 0.00059153355406693935 0.00047262145096764842 0.00027324393585459141 0.00040702094874992499 0.00037906935457064845 0.00055946336073033954 0.00048065232019229865 0.00045661999439149879 0.00076998774221236695 0.00050626482695673397 0.0002221730352665474 0.00062455698222994643 0.00025918489125472787 0.00046502396985189791 0.00052927475460731158 0.00037835976460917831 0.00072727115117611095 0.00048916804585971089 0.00063658003469614578 0.00047005720344590554 0.00057301991819266136 0.00019113091742802485 1.5576829352041305e-05 0.00035333176098758905 0.00063451013932967792 0.00066484162936013421 0.00059208148123358212
leaf_weight=37 38 40 121 34 30 39 34 63 50 37 41 55 51 30 347 64 23 23 38 22 20 103 27 188 20 21 145 332 1002 46
leaf_count=37 38 40 121 34 30 39 34 63 50 37 41 55 51 30 347 64 23 23 38 22 20 103 27 188 20 21 145 332 1002 46
internal_value=0 0.000372293 0.000451285 0.000623784 0.000630808 0.000267335 0.000570715 0.000453541 0.000649484 0.000374219 0.000593048 0.000664201 0.000610739 0.000229197 0.000600638 0.000267635 0.000370448 0.000387968 0.000303583 0.00060607 0.000602178 0.000605576 0.000584865 0.000595517 0.000152323 0.000101213 0.000368623 0.000624687 0.000658838 0.000661648
internal_weight=0 673 384 2448 2351 289 155 97 1573 76 778 1140 433 213 737 142 229 191 102 707 685 665 318 291 71 41 168 382 1085 1048
internal_count=3121 673 384 2448 2351 289 155 97 1573 76 778 1140 433 213 737 142 229 191 102 707 685 665 318 291 71 41 168 382 1085 1048
is_linear=0
shrinkage=0.00196078


Tree=9037
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 2 47 0 15 4 1 150 34 2 13 47 4 10 131 0 156 48 31 1 3
split_gain=7.48285 1.26826 0.720348 0.653683 0.462288 0.362458 0.338259 0.237112 0.221705 0.201126 0.186314 0.168895 0.149323 0.203686 0.150107 0.117552 0.100528 0.0883946 0.139653 0.104116 0.078414 0.0770455 0.0740065 0.0720893 0.0720788 0.0882351 0.0802917 0.0607406 0.0591967 0.0768351
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.27834500000000006 0.17025000000000004 0.09253500000000002 0.14122000000000004 0.13082500000000002 -0.10607499999999999 -0.11033999999999998 0.0061450000000000003 0.083345000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.13404500000000005 -0.072819999999999982 0.090100000000000013 0.038415000000000012 -0.38124499999999995 0.09031500000000002 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 -0.077289999999999984 0.076935000000000017 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 20 6 12 -6 11 -5 16 17 13 -1 24 -15 21 27 19 -19 -3 28 -10 -2 -14 -26 -27 -4 29 -7
right_child=1 2 8 9 7 10 -8 -9 22 -11 -12 -13 14 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00062265038960323518 0.00061503823767570837 0.00029676248366151801 0.00022826331050040567 0.00052639885666976754 0.00053649793322637165 0.00043486373757868879 0.00070952725614987166 0.00033229250305642685 0.0001682736687985224 0.00033927015059329323 0.00039448535478696589 0.0003844961061772397 0.00059418369797952821 0.00054571187315399154 0.00051124768258602009 0.00040704791613838131 0.00042320908397265703 0.00024560350243763257 0.00020139917448263917 0.00040763976676328704 0.00040027124389997211 0.00050169670888271689 1.795696510075062e-05 0.0004856446069829604 0.00068745846424450065 0.0005635858194421912 0.00043597246246302829 8.4151250483624579e-05 0.00060519410597882476 0.00055545180471786536
leaf_weight=46 49 191 22 34 69 23 76 32 34 63 41 32 1141 40 110 57 30 31 82 30 33 131 20 25 21 363 20 23 78 174
leaf_count=46 49 191 22 34 69 23 76 32 34 63 41 32 1141 40 110 57 30 31 82 30 33 131 20 25 21 363 20 23 78 174
internal_value=0 0.000329152 0.000299235 0.000562604 0.000361669 0.000569112 0.000581395 0.000471799 0.00022518 0.000404862 0.000520855 0.000252813 0.000575979 0.00051519 0.000581232 0.000464229 0.000532739 0.000230398 0.000254249 0.000325293 0.000312012 0.000540832 0.000112601 0.000571324 0.000586214 0.000563707 0.000556922 0.000154606 0.000559475 0.000541373
internal_weight=0 673 599 2448 325 2351 1874 101 274 97 477 220 1798 143 1655 97 436 188 143 61 224 406 54 74 1545 404 383 45 275 197
internal_count=3121 673 599 2448 325 2351 1874 101 274 97 477 220 1798 143 1655 97 436 188 143 61 224 406 54 74 1545 404 383 45 275 197
is_linear=0
shrinkage=0.00196078


Tree=9038
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 14 1 2 2 4 1 1 50 1 40 1 52 1 2 52 2 2 2 14 0 2 49
split_gain=25.784 3.98659 2.30015 2.00038 1.48191 1.30165 0.897964 0.816651 0.814296 0.668701 0.617978 0.603686 0.645884 0.354101 0.323926 0.237246 0.228661 0.22394 0.212718 0.190721 0.184223 0.266506 0.154889 0.142005 0.139896 0.130849 0.121582 0.0998773 0.0889101 0.0799825
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.089885000000000007 1.0000000180025095e-35 -0.17966999999999997 0.12408500000000001 0.091195000000000012 0.041865000000000006 0.12408500000000001 -0.077714999999999992 0.13075500000000004 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -0.52606999999999993 0.098630000000000009 0.31358000000000003 -1.0000000180025095e-35 0.096015000000000017 -0.026509999999999995 0.10699500000000002 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 8 17 10 -4 14 -9 -13 22 -1 24 -14 -3 -5 -12 23 -22 -2 -21 -6 -16 -10 -7 -23 -11
right_child=1 4 9 18 15 27 -8 11 26 29 19 12 16 -15 25 -17 -18 -19 -20 20 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011213287208984275 0.0011180737426338112 0.00053582213507792121 0.00099160240269174763 0.00066530783411139754 0.00032800085950679945 0.00085575403429820145 0.00070746638172981781 0.0009113531632750642 0.0013235511895890635 0.00072137476766810692 0.0011645884282708427 0.00094881856558369645 0.00061710562816722273 0.0007662271138804119 0.00089180927400161569 0.00049214488117313676 0.0004580380712641373 0.0003462530393153429 0.00044688885769764191 0.0010663510723547501 0.00076419781871260681 0.00094709467567042705 0.00097256352659923586 0.0010117066497177022 0.00015128672402960801 0.0010545475710249819 0.0011588093696856031 0.00067624523392899533 0.0011209879318873088 0.00058162801039596907
leaf_weight=1117 45 46 34 60 61 22 24 30 61 31 45 20 142 24 21 26 46 50 24 418 23 26 75 325 24 199 24 26 20 32
leaf_count=1117 45 46 34 60 61 22 24 30 61 31 45 20 142 24 21 26 46 50 24 418 23 26 75 325 24 199 24 26 20 32
internal_value=0 0.00063254 0.00106589 0.000843372 0.000524519 0.0010781 0.00108476 0.000589749 0.00108873 0.000769992 0.00108144 0.000651327 0.000613823 0.000983646 0.00110778 0.000328241 0.000578185 0.000437088 0.000602902 0.00104033 0.00103345 0.000936533 0.00102713 0.00104245 0.000278105 0.00103901 0.00127704 0.00075852 0.0010227 0.000650392
internal_weight=0 673 2448 228 445 2351 2303 334 2279 97 2194 238 208 144 1337 111 188 96 84 857 812 69 120 743 85 220 85 48 46 63
internal_count=3121 673 2448 228 445 2351 2303 334 2279 97 2194 238 208 144 1337 111 188 96 84 857 812 69 120 743 85 220 85 48 46 63
is_linear=0
shrinkage=0.00196078


Tree=9039
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 2 4 1 14 0 16 0 160 52 13 1 0 3 159 151 4 150 47 15 0 150
split_gain=6.36896 1.11094 0.67843 0.591698 0.326236 0.28354 0.254155 0.204117 0.197485 0.16127 0.160697 0.146631 0.104662 0.101853 0.0882672 0.079779 0.0664063 0.0596527 0.0638305 0.0622228 0.0637767 0.0564712 0.0558774 0.0643818 0.0527895 0.0494764 0.0490428 0.0611046 0.0665318 0.0536988
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.092235000000000025 0.12958500000000003 0.27834500000000006 0.14122000000000004 0.09253500000000002 0.14285500000000004 0.27834500000000006 0.086920000000000011 0.062655000000000016 -0.097024999999999986 -0.040964999999999994 -0.23091999999999999 -0.067824999999999983 -0.56176499999999996 -0.07743499999999999 1.0000000180025095e-35 -0.046359999999999991 -0.010424999999999999 0.014475000000000003 -0.063609999999999986 -0.013514999999999998 0.084120000000000014 0.090100000000000013 0.024640000000000006 -0.23091999999999999 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 26 4 11 9 24 15 -5 10 -3 12 -1 25 -7 -6 -12 -17 19 20 -19 -18 23 -20 -4 -13 27 28 -2 -30
right_child=1 5 6 8 7 14 -8 -9 -10 -11 16 13 -14 -15 -16 17 21 18 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00055329998853820739 0.00037579155305891517 0.0003323403804155718 0.0005481923489826135 0.00049159170430252428 0.00038505740999396332 0.00027003452635964879 0.00032710747363163493 0.00036194144014584453 0.00030510226702865431 0.00012851915961763631 0.00028214603519576898 0.00048384800435765187 0.00064097574833986372 0.00052753696576372344 0.00044001887059387041 0.00058433548776826725 0.00022596229393064847 0.00053392349763975151 0.00037256241209951104 0.00063629078733570441 0.00041660196202642776 0.00011917168894626472 0.00053755250076092183 0.00048683513098799364 0.00046856240784261781 0.00036971663193934408 0.0003806702632858765 0.00039330553438098433 0.0002904936730992897 0.0002039808767907573
leaf_weight=1085 27 43 73 34 21 23 36 41 61 97 23 40 55 366 24 37 32 163 20 20 20 47 81 363 57 23 32 23 118 36
leaf_count=1085 27 43 73 34 21 23 36 41 61 97 23 40 55 366 24 37 32 163 20 20 20 47 81 363 57 23 32 23 118 36
internal_value=0 0.000310198 0.000376859 0.000523536 0.000529708 0.000217472 0.000472903 0.000496538 0.000371846 0.000190406 0.000231806 0.000545902 0.00055753 0.000515002 0.000356835 0.000504149 0.000189424 0.000507702 0.000503451 0.00053245 0.000521101 0.000162429 0.000490763 0.000480868 0.000513278 0.000442181 0.000309303 0.000298108 0.000286011 0.00027027
internal_weight=0 691 402 2430 2335 289 166 766 95 242 145 1569 1140 429 47 725 102 704 667 203 183 79 464 383 130 63 236 204 181 154
internal_count=3121 691 402 2430 2335 289 166 766 95 242 145 1569 1140 429 47 725 102 704 667 203 183 79 464 383 130 63 236 204 181 154
is_linear=0
shrinkage=0.00196078


Tree=9040
num_leaves=31
num_cat=0
split_feature=1 3 2 4 124 2 2 2 4 42 14 15 3 150 160 3 12 0 4 123 1 3 40 16 132 2 483 43 3 43
split_gain=0.494196 0.107677 0.045255 0.0447921 0.0440891 0.0401081 0.0540918 0.0360864 0.0327043 0.0305794 0.0283546 0.0258275 0.0358972 0.0545391 0.0608651 0.0355282 0.0271666 0.0287153 0.0265707 0.0256845 0.0254594 0.0237504 0.0232733 0.021603 0.020483 0.0321439 0.0196961 0.0196507 0.0264104 0.0187041
threshold=0.10337500000000001 -0.053259999999999995 0.14753000000000002 0.26790000000000008 -0.076779999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.13404500000000005 -0.062539999999999984 -0.0060199999999999993 0.062655000000000016 0.040760000000000005 -0.11171999999999999 0.081835000000000019 -0.025879999999999997 -0.13309499999999996 0.092550000000000007 -0.11173999999999999 -0.0016099999999999997 0.10695000000000002 0.08864000000000001 -0.047929999999999993 -0.077474999999999988 0.13751500000000003 0.088890000000000011 0.25063000000000007 0.11236000000000002 -0.078654999999999989 0.11658 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 9 22 -7 10 -8 -1 11 12 13 14 -6 -13 17 18 -14 27 -20 29 -3 -9 25 -4 -18 -10 -29 -17
right_child=1 2 24 -5 7 6 8 23 19 -11 -12 15 16 -15 -16 21 26 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0088448073046329696 0.0084063433489935131 0.005209917425003369 0.0037384788095748619 0.0056388438181279024 0.004682166654712115 0.01003342175235351 0.0085505139818715485 0.0042941690043166829 0.003545848420998525 0.0052108445543828505 0.010724297183401446 0.013205545954406261 0.005192947864998132 0.0021670531001291237 0.009611815693123001 0.0093115034125252592 0.0076336062322627371 0.0093310772470899302 0.0096793258882826201 0.0017520528841054159 0.0062598240674670907 0.012250214007993539 0.0021587975206784904 0.0085156191140413288 0.0055530472754743761 -0.00060812555322492566 0.010630625357453028 0.0077472348143432851 0.0049318343210943989 0.0082804153959853462
leaf_weight=39 167 50 46 90 39 30 31 27 42 57 85 22 32 20 70 738 254 622 64 21 33 24 50 22 23 27 24 54 87 231
leaf_count=39 167 50 46 90 39 30 31 27 42 57 85 22 32 20 70 738 254 622 64 21 33 24 50 22 23 27 24 54 87 231
internal_value=0 0.00579703 0.00488268 0.00743718 0.00878694 0.0053908 0.00603475 0.00887431 0.00552428 0.00668714 0.00893258 0.00886249 0.00853972 0.00696723 0.007848 0.00923073 0.00873686 0.00904947 0.00769167 0.00506441 0.00851599 0.00914267 0.00368436 0.00618951 0.00295074 0.00213083 0.00789234 0.00544451 0.00601007 0.0090657
internal_weight=0 718 461 257 2403 365 265 2307 235 96 2258 2173 1158 129 109 1015 1029 751 129 204 97 993 100 49 96 73 278 183 141 969
internal_count=3121 718 461 257 2403 365 265 2307 235 96 2258 2173 1158 129 109 1015 1029 751 129 204 97 993 100 49 96 73 278 183 141 969
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=31
num_cat=0
split_feature=1 3 1 44 4 124 2 42 2 14 4 0 15 16 0 156 133 376 16 13 43 4 1 1428 2 483 130 1 13 15
split_gain=0.400299 0.0873479 0.0403818 0.0514742 0.036933 0.0357122 0.02923 0.0247693 0.0230983 0.0229672 0.0234035 0.027445 0.0311238 0.0432563 0.0265053 0.0262615 0.0227729 0.0222437 0.0218776 0.0343211 0.0205861 0.0208106 0.0201389 0.0198308 0.0210579 0.0197065 0.0193307 0.020037 0.0222149 0.0180737
threshold=0.10337500000000001 -0.049509999999999992 0.14262000000000002 0.086360000000000006 0.41257000000000005 -0.076779999999999987 0.13404500000000005 -0.0060199999999999993 0.13712500000000002 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 -0.097734999999999989 0.013700000000000002 0.089200000000000015 0.08746000000000001 0.062650000000000025 -0.47860499999999995 -0.51144999999999985 -0.52556499999999995 0.14860500000000001 0.087445000000000009 0.11411 0.085050000000000014 0.09721500000000001 0.08592000000000001 -0.0057949999999999989 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 8 23 7 9 -1 16 10 11 12 -7 -14 -13 26 25 -18 19 -4 -16 -22 -21 24 -2 -3 27 28 -12 -11
right_child=1 2 18 -5 -6 6 -8 -9 -10 29 15 14 13 -15 20 -17 17 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079603265541104175 0.0075061690456706539 0.0050041771605040079 0.0044876810311017422 0.009790766842197627 0.0046924944468470214 0.0092266643169121101 0.0055705624457914387 0.0046897600809308257 0.0029213353053337953 0.010756704176741618 0.00778335280374711 0.010761395576768197 0.0026704296977682548 0.0081243267067922995 0.0052170849948500603 0.0039500408029804627 0.00041439367225393653 0.0051307135692331939 0.005124710189799468 0.0019033473096383008 0.01065328520242915 0.0081180861638368209 -0.0024354892363771799 0.0098495293342109255 0.0045751645311247558 0.0077474375096304969 0.0050343783851712941 0.0060502545005325578 0.010968064459470604 0.0077273131919003302
leaf_weight=39 134 206 26 20 69 26 49 57 68 54 139 39 33 26 24 24 20 20 24 23 33 1720 20 28 30 30 30 53 26 31
leaf_count=39 134 206 26 20 69 26 49 57 68 54 139 39 33 26 24 24 20 20 24 23 33 1720 20 28 30 30 30 53 26 31
internal_value=0 0.00521733 0.00438379 0.00485893 0.00667682 0.00790824 0.00798688 0.00601843 0.0045722 0.00803932 0.00797624 0.00810038 0.00634412 0.00507384 0.00818258 0.00710865 0.00497893 0.00277255 0.00252409 0.00161952 0.00812599 0.00816581 -0.000114716 0.00738994 0.00697001 0.0053529 0.00741432 0.00774183 0.00828519 0.00965187
internal_weight=0 718 457 364 261 2403 2307 96 344 2258 2173 1901 85 59 1816 272 276 40 93 69 1777 1753 43 192 164 236 248 218 165 85
internal_count=3121 718 457 364 261 2403 2307 96 344 2258 2173 1901 85 59 1816 272 276 40 93 69 1777 1753 43 192 164 236 248 218 165 85
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 4 2 1 14 13 49 1 1 159 50 4 16 1 48 4 47 1 43 12 2 52 12 14
split_gain=13.6923 2.26268 1.22609 1.08088 0.82034 0.676063 0.515583 0.477991 0.37286 0.334694 0.306187 0.267374 0.2115 0.205529 0.169496 0.162911 0.161835 0.151209 0.196653 0.137532 0.133651 0.123876 0.148943 0.37697 0.112768 0.110584 0.0950047 0.0849435 0.0820554 0.0687031
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.13501500000000002 0.40124500000000002 0.27287000000000006 0.089885000000000007 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.054984999999999992 0.12958500000000003 0.087135000000000004 0.083335000000000006 0.041865000000000006 -0.04890499999999999 -1.0000000180025095e-35 0.13075500000000004 0.083985000000000018 -0.013514999999999998 0.08265500000000002 0.088975000000000012 0.064745000000000011 0.095780000000000018 0.31358000000000003 0.40674500000000008 0.082480000000000012 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 7 6 8 11 10 -5 14 15 -2 29 27 20 26 -13 -19 -4 -3 24 23 25 -10 -23 -6 -1 -16 -9
right_child=1 4 19 9 16 -7 -8 13 21 -11 -12 17 -14 -15 28 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079874987814338935 0.00053162513632654433 0.0005729094905184938 0.00045607996395381257 0.00070506406490365519 0.0001992803504074659 0.00052917395186537479 0.00047840021635874421 0.00048674369782181567 0.00076971547535684343 0.00046366818386619612 0.00092548291453018892 0.00071091393337530248 0.0007367461393378268 0.00025116263386592565 0.0006748459483096503 0.00030018287014310104 0.00033941854947490359 0.0006272574095359815 0.00036743822517125657 0.00028045337747636381 0.00040395106855149537 0.00073969440015570289 0.00083416583319436311 0.00044345030035861842 0.00068791924081960942 0.00066552511609820845 4.9676650905299912e-05 0.00068289442973978377 0.00075830640418540426 0.0003577403607883604
leaf_weight=909 23 27 60 34 51 48 24 21 409 63 59 20 121 80 52 35 23 24 21 24 54 224 34 21 77 118 24 25 351 65
leaf_count=909 23 27 60 34 51 48 24 21 409 63 59 20 121 80 52 35 23 24 21 24 54 224 34 21 77 118 24 25 351 65
internal_value=0 0.000435329 0.000594164 0.000751121 0.000353948 0.00075949 0.00076429 0.000398688 0.000767301 0.000548281 0.000787247 0.000468381 0.000703984 0.000322697 0.000781147 0.000411968 0.000195532 0.000569056 0.000506008 0.000405901 0.000460271 0.000735766 0.00071007 0.000698446 0.000756756 0.000714104 0.000151407 0.000795649 0.000747537 0.000389241
internal_weight=0 673 228 2448 445 2351 2303 347 2279 97 1396 181 144 166 1337 116 98 65 45 84 81 883 397 363 486 342 75 934 403 86
internal_count=3121 673 228 2448 445 2351 2303 347 2279 97 1396 181 144 166 1337 116 98 65 45 84 81 883 397 363 486 342 75 934 403 86
is_linear=0
shrinkage=0.00196078


Tree=9043
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 12 47 4 16 4 2 2 150 43 15 34 14 4 13 47 4 16 3 0 3 4 3 43 2 3
split_gain=8.52131 1.11163 1.00419 0.603232 0.569071 0.376734 0.331758 0.283708 0.221508 0.216572 0.181129 0.177409 0.177188 0.184433 0.141935 0.139377 0.139051 0.102754 0.101501 0.0933099 0.0973285 0.0802497 0.0922118 0.0728091 0.0679504 0.0674074 0.0858235 0.0672669 0.14094 0.0605523
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.08864000000000001 0.085055000000000006 0.090285000000000018 0.085505000000000012 0.40124500000000002 -0.034884999999999992 0.033845000000000007 0.10855000000000002 0.13754500000000003 1.0000000180025095e-35 -0.04890499999999999 0.13592500000000005 -1.0000000180025095e-35 0.076175000000000007 -0.036839999999999991 -1.0000000180025095e-35 0.077555000000000013 -0.064054999999999987 -0.073404999999999984 -0.13927999999999999 -0.13027499999999997 0.10893000000000001 0.010840000000000001 -0.0063699999999999989 -0.04890499999999999 0.11177500000000001 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 27 16 11 17 -8 14 19 15 13 -5 21 -3 23 -6 -17 20 -1 -7 -23 -4 -15 26 -14 -2 -29 -11
right_child=1 6 5 12 7 9 8 -9 -10 29 -12 -13 25 24 -16 18 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00065700688451063034 0.00030713901674265371 0.00017214331107086265 0.00053527152425147592 0.00037028158290518655 0.00067811532549313231 0.0006309369177210565 0.00027900574024112261 0.00035897105922160557 0.00049293934763257016 0.0004257461530905144 0.00045556537418936689 0.00015237508453285072 0.00034826608453650477 0.00057035956103326595 0.00044946828690331308 0.0002550765856500839 0.0007458758863595847 0.00053596456163848929 0.00040368103513530653 0.00072456943278578789 0.00055203182207347421 0.00065564517693526272 0.00057857374905731908 0.0006383723313755712 0.00045481975078165367 0.00031258313441338142 0.00049802718595379875 0.00052350881823243938 0.00034653395297119848 0.00053816472704893618
leaf_weight=59 75 40 27 36 29 299 49 29 30 21 32 102 31 65 23 43 46 60 30 26 80 70 405 1068 28 37 28 22 81 150
leaf_count=59 75 40 27 36 29 299 49 29 30 21 32 102 31 65 23 43 46 60 30 26 80 70 405 1068 28 37 28 22 81 150
internal_value=0 0.000336985 0.000598658 0.000511346 0.000421808 0.000616129 0.000251586 0.000527402 0.000360246 0.000587676 0.000590573 0.000211659 0.000441978 0.000489445 0.000601262 0.000265172 0.000640267 0.000582283 0.000316147 0.000616756 0.00059659 0.000605772 0.000589932 0.00063583 0.000535573 0.000378194 0.000419339 0.000351808 0.000384334 0.000524359
internal_weight=0 590 2531 422 296 2109 294 118 79 968 197 215 225 129 797 113 1141 89 73 165 139 774 475 1095 93 96 59 178 103 171
internal_count=3121 590 2531 422 296 2109 294 118 79 968 197 215 225 129 797 113 1141 89 73 165 139 774 475 1095 93 96 59 178 103 171
is_linear=0
shrinkage=0.00196078


Tree=9044
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 4 1 2 2 150 1 12 4 47 1 47 160 15 15 3 4 0 15 13 131 1 0
split_gain=19.38 3.12019 1.98271 1.53948 1.15051 0.813768 0.601913 0.557042 0.484572 0.477799 0.356115 0.337812 0.337693 0.320235 0.33381 0.305587 0.202917 0.190538 0.189001 0.163491 0.156619 0.172936 0.226567 0.150184 0.13831 0.123803 0.115246 0.114442 0.139406 0.105098
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.09253500000000002 0.14285500000000004 0.14753000000000002 1.0000000180025095e-35 0.089770000000000016 0.087005000000000013 0.27834500000000006 0.08265500000000002 0.076935000000000017 0.090100000000000013 -0.067824999999999983 0.024640000000000006 -0.15914499999999995 -0.12018999999999998 0.0067750000000000006 -0.030209999999999997 0.081070000000000017 0.073000000000000023 0.082750000000000004 0.15799000000000005 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 13 10 -6 -5 15 12 17 20 16 -4 -15 24 -3 -17 21 -1 26 -16 -7 -22 -23 28 -12 -24
right_child=1 2 7 9 8 11 -8 -9 -10 -11 27 -13 -14 14 23 19 -18 -19 -20 -21 25 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00099157662990757866 0.00086750245095878662 0.00044229665193460082 0.00049550311107051737 0.00080860311416812414 0.00080633055139924577 0.00082000892147433271 0.0010624454386524618 0.00055275703538660355 0.00050910918249024285 0.00052018093799111606 0.00021047111199461107 0.00059879482279415999 0.00060556603120170353 0.0006153468567279952 0.00087673699839983506 0.00043692290655893839 0.00085723767385763273 0.00090670748300158055 0.00060299523639593955 0.00024907826207907347 0.0010541657850243688 0.0006354066493261196 0.00079740823912128873 0.00073501022263644218 0.00069092206701571379 0.00091111973141191449 0.00083631381851618364 0.00032694807531786899 2.4021965782849394e-05 0.00088506174868120625
leaf_weight=46 74 191 39 34 71 281 76 34 30 63 58 30 28 40 223 23 20 92 33 79 24 23 58 33 36 756 21 20 21 564
leaf_count=46 74 191 39 34 71 281 76 34 30 63 58 30 28 40 223 23 20 92 33 79 24 23 58 33 36 756 21 20 21 564
internal_value=0 0.000487654 0.000440727 0.000863353 0.000544308 0.000873341 0.000891504 0.000317867 0.000718047 0.000621277 0.000284591 0.00080007 0.000813887 0.000884318 0.000827615 0.00034788 0.000695977 0.000828149 0.000465971 0.000291435 0.000896327 0.000875301 0.000867269 0.000858468 0.000805349 0.000915521 0.000731294 0.000194452 0.000160909 0.000876888
internal_weight=0 673 599 2448 325 2351 1884 274 101 97 240 467 437 1808 316 141 60 409 224 102 1492 712 666 256 317 780 44 99 79 622
internal_count=3121 673 599 2448 325 2351 1884 274 101 97 240 467 437 1808 316 141 60 409 224 102 1492 712 666 256 317 780 44 99 79 622
is_linear=0
shrinkage=0.00196078


Tree=9045
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 2 12 2 1 2 4 1 4 3 14 12 4 1 47 10 0 4 3 13 4 3 13 43 3 3
split_gain=7.54476 0.908999 0.908102 0.652281 0.528669 0.343597 0.340627 0.23204 0.229488 0.210136 0.179422 0.168106 0.166695 0.127556 0.11183 0.105035 0.0953244 0.170795 0.0837605 0.0768373 0.0735232 0.0715977 0.0670788 0.0625468 0.0621412 0.0618869 0.0726934 0.0586835 0.0552165 0.050659
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.36766000000000004 0.092235000000000025 0.088725000000000012 0.14122000000000004 0.09253500000000002 0.17025000000000004 0.40473500000000007 0.087135000000000004 0.40945500000000007 0.30112000000000005 0.062655000000000016 0.08401500000000002 -0.013514999999999998 0.093100000000000002 0.090100000000000013 -0.38124499999999995 0.18019500000000002 -0.0057249999999999992 0.12745000000000004 -0.078279999999999975 -0.036839999999999991 -0.14186499999999996 -0.10278499999999999 -0.080954999999999985 -0.010424999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 6 5 11 18 16 -4 12 -8 14 13 22 -1 21 20 23 27 -11 25 -13 -5 -18 -2 -7 -27 -3 -14 -23
right_child=1 3 8 9 -6 7 10 -9 -10 19 -12 15 28 -15 -16 -17 17 -19 -20 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00057916943492897438 0.00060417590369397998 0.0002104890312720418 0.00050322707713449494 0.00028435257669286656 0.00033988852922303486 0.00060177688877316525 0.00050746147211040054 0.00037746355552199584 0.00030981364510792155 0.00015243579470525652 0.00031090724488459017 0.00038170943971041563 0.00024485779687954831 0.0001690159035504608 0.00066826567617650295 0.00055156337289427051 0.00055934700588360922 0.00036044864187055131 0.00039278765493372576 -7.2874393606302786e-07 0.00043266846926188937 0.0005731674704481574 0.00040989270884227131 0.00049888623983383685 0.00046769921482879692 0.00042747208300758808 0.00054963896160616598 0.00029860383539105309 0.0001597864119958914 0.0004407701290705625
leaf_weight=1088 29 39 34 36 45 84 57 41 77 34 26 24 44 22 57 368 96 29 28 20 20 25 30 209 23 20 294 114 88 20
leaf_count=1088 29 39 34 36 45 84 57 41 77 34 26 24 44 22 57 368 96 29 28 20 20 25 30 209 23 20 294 114 88 20
internal_value=0 0.000296254 0.000542477 0.000272327 0.000550431 0.00055442 0.000341882 0.000521109 0.000369057 0.00020531 0.00044589 0.000571118 0.000232213 0.000298316 0.000583605 0.0005384 0.000528941 0.000504244 0.000294188 9.57082e-05 0.000548674 0.000468197 0.000341416 0.000517917 0.000543811 0.000554504 0.000541858 0.000276143 0.000188144 0.000514324
internal_weight=0 590 2531 538 2420 2375 264 793 111 274 83 1582 220 88 1145 437 752 334 181 54 418 69 66 305 52 398 314 153 132 45
internal_count=3121 590 2531 538 2420 2375 264 793 111 274 83 1582 220 88 1145 437 752 334 181 54 418 69 66 305 52 398 314 153 132 45
is_linear=0
shrinkage=0.00196078


Tree=9046
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 4 1 2 4 0 3 15 1 150 10 4 0 3 3 47 3 47 131 160 51 49
split_gain=6.94203 1.15336 0.741089 0.648517 0.381356 0.372653 0.239329 0.210471 0.204618 0.171603 0.167761 0.167738 0.123309 0.12264 0.117433 0.108599 0.0928825 0.0924094 0.0923736 0.0783923 0.114276 0.0741965 0.0690038 0.0667751 0.0665901 0.0658362 0.0594933 0.0559088 0.0530738 0.0497824
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.27834500000000006 0.17025000000000004 0.40945500000000007 0.09253500000000002 0.14285500000000004 0.033845000000000007 -0.11173999999999999 0.30112000000000005 -0.097454999999999986 0.083345000000000016 1.0000000180025095e-35 -0.38124499999999995 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 -0.13927999999999999 0.090100000000000013 0.12745000000000004 0.093140000000000014 0.09031500000000002 -0.075414999999999982 0.11548000000000001 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 12 -6 9 14 -5 17 13 15 24 -1 -14 22 -10 -15 28 -22 -7 -3 -4 -18 -2 -11 -21 -12
right_child=1 2 8 10 7 11 -8 -9 18 27 29 -13 16 19 -16 -17 25 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061872024263770584 0.00061056829091547576 0.00031553804540268397 0.00031438695823810263 0.00051865407127152266 0.00053569404458620221 0.00060125803156678697 0.00069148759150991013 0.00034330214565510259 0.00019031676811283194 0.00029768345430466298 0.00039865472488268569 0.00039910111995858724 0.00055905468518437909 0.00070668479112906499 0.00020582463572369541 0.00045690941401345717 0.00036802895476712903 0.00042826435540869735 2.2379855497502815e-05 0.00059839995859281136 0.00046644838499453138 0.00056502819284529222 0.00053022465789269435 0.00041105652175980949 0.0004394689487488149 0.0005153242108628613 0.00049302122405931056 0.00019764196378092806 0.00052972548765034978 0.00028806890155099954
leaf_weight=23 49 191 36 34 69 62 76 32 34 27 34 39 99 21 22 52 20 30 20 1123 32 355 346 33 30 28 25 105 45 29
leaf_count=23 49 191 36 34 69 62 76 32 34 27 34 39 99 21 22 52 20 30 20 1123 32 355 346 33 30 28 25 105 45 29
internal_value=0 0.000339915 0.000311385 0.000564772 0.000374711 0.000571255 0.000583709 0.000474738 0.000236271 0.000262818 0.000407655 0.000522324 0.000579154 0.000583999 0.000329888 0.000506531 0.000524735 0.000533296 0.000128118 0.000587686 0.000586079 0.000556877 0.000541019 0.00032961 0.000371242 0.000453951 0.000570856 0.000218105 0.000595754 0.00034775
internal_weight=0 673 599 2448 325 2351 1874 101 274 220 97 477 1798 1651 88 75 147 438 54 1576 1555 387 408 224 66 48 74 132 1168 63
internal_count=3121 673 599 2448 325 2351 1874 101 274 220 97 477 1798 1651 88 75 147 438 54 1576 1555 387 408 224 66 48 74 132 1168 63
is_linear=0
shrinkage=0.00196078


Tree=9047
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 14 2 4 123 132 13 1 2 43 160 51 132 133 157 13 13 0 15 13 131 1212 1 159 49 4
split_gain=0.627524 0.132808 0.0815916 0.057706 0.0519595 0.043776 0.0531992 0.040034 0.0293719 0.0267128 0.0336928 0.0251266 0.05809 0.0257038 0.0588046 0.023092 0.0218005 0.0232043 0.0214103 0.0213978 0.0207562 0.0348386 0.0264271 0.0228542 0.0206477 0.0199687 0.0189502 0.0185049 0.0274703 0.0210469
threshold=0.10337500000000001 -0.40967499999999996 0.13657000000000002 0.088105000000000003 0.095545000000000005 0.076975000000000002 -0.13033999999999998 0.40473500000000007 1.0000000180025095e-35 0.090050000000000005 -0.0057949999999999989 0.077565000000000009 0.089885000000000007 -0.08231999999999999 -0.077459999999999987 0.11984500000000002 0.090145000000000017 0.089200000000000015 -0.41266499999999995 -0.079299999999999995 -0.059629999999999996 -0.10474999999999998 -0.41942499999999994 1.0000000180025095e-35 0.090385000000000007 0.12218000000000002 0.083135000000000014 0.014475000000000003 0.14705000000000004 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 24 3 16 5 6 -1 -5 9 18 -11 15 13 14 -13 25 17 -3 -6 -19 21 -4 -23 -22 -2 -8 -15 28 -20 -29
right_child=1 2 20 7 8 -7 11 -9 -10 10 -12 12 -14 26 -16 -17 -18 19 27 -21 23 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0046171381857923492 0.010574021321810997 0.0060070498646965665 0.005110116941311086 0.0090816284447990288 0.012176027740351855 0.012036939828433622 0.0098369400136709747 0.0053491723887245397 0.0059876987894919393 0.0085586481097313337 0.0038409763403857745 0.0039658357888194065 0.0051856445639419397 0.012645551878958942 0.0093267233074201573 0.0066267172975296336 0.0023163800393896446 0.0058801370096348586 0.0087574892647766817 0.0015091917880151111 0.0067555221201687611 0.0037106951456516986 -0.00049801936555603471 0.0031867579581510079 0.0071271928085479891 0.01281430935892074 0.0094896409964269918 0.012073571788413185 0.0049589572940021759 0.0087532479295207716
leaf_weight=22 63 262 36 91 20 71 1093 42 42 41 24 28 37 20 76 22 21 21 396 24 34 25 37 38 24 23 391 35 20 42
leaf_count=22 63 262 36 91 20 71 1093 42 42 41 24 28 37 20 76 22 21 21 396 24 34 25 37 38 24 23 391 35 20 42
internal_value=0 0.00596044 0.00545543 0.00614596 0.00932961 0.00960381 0.0095029 0.00790296 0.00854105 0.00872658 0.00681674 0.00956651 0.00901287 0.00928784 0.00788341 0.00983505 0.00543352 0.00564674 0.00896857 0.00354897 0.00358288 0.00263576 0.00119904 0.00487201 0.00962317 0.0098983 0.00964321 0.00883845 0.00857487 0.0102625
internal_weight=0 718 631 461 2403 1783 1712 133 620 578 65 1690 552 515 104 1138 328 307 513 45 170 98 62 72 87 1116 411 493 416 77
internal_count=3121 718 631 461 2403 1783 1712 133 620 578 65 1690 552 515 104 1138 328 307 513 45 170 98 62 72 87 1116 411 493 416 77
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 2 2 9 0 0 41 2 16 52 4 10 11 1 3 16 4 2 3 124 12 52 3 457 12 2
split_gain=0.508294 0.107575 0.0687613 0.0482511 0.0453871 0.0439412 0.0358133 0.0554587 0.0346274 0.0397734 0.0315458 0.029763 0.0285859 0.0275793 0.0254879 0.0252262 0.0245782 0.0251198 0.0326456 0.0232208 0.0251577 0.0322206 0.0224911 0.0218424 0.0217848 0.0217511 0.0217331 0.0216747 0.0207097 0.0186218
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.40124500000000002 0.092235000000000025 0.11682500000000001 -1.0000000180025095e-35 -0.14001499999999997 -0.07384499999999998 0.08690500000000001 -1.0000000180025095e-35 -0.0073349999999999986 0.056145000000000007 0.04735000000000001 -0.0026549999999999994 1.0000000180025095e-35 0.080270000000000022 -0.10831999999999999 -0.45661999999999997 0.061775000000000004 0.14122000000000004 0.088060000000000013 -0.072314999999999977 -0.086254999999999984 0.088785000000000017 -0.0063699999999999989 0.080930000000000016 0.085355000000000014 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 16 7 15 12 -10 -8 -11 22 -4 -13 -5 17 -1 -19 -7 21 24 -9 -20 -21 28 -22 -26 -18 -25
right_child=1 2 13 6 -6 19 10 8 9 11 -12 14 -14 -15 -16 -17 25 18 23 20 26 -23 -24 29 27 -27 -28 -29 -30 -31
leaf_value=0.0089549261926042956 0.0086608549178545848 0.0096589077860116963 0.001447840723021343 0.0046208379235064389 0.0038754037560217759 0.0096554642019327733 0.0037707829884614818 0.0036618465832857928 0.0098793074873523151 0.0043897594519269967 0.0078530365202043734 0.010547843202948571 0.002181636055931449 0.0049837922490041826 0.0059994119768297036 0.00033757332712411884 0.014180958624929192 0.0042382209162626951 0.0050220827106386423 0.0056049960159829694 0.0069565998179217173 0.003948404970578849 0.0076795497746245112 0.0085240196600841322 0.0083208208644138908 0.0077863652748055767 0.0033169801790444626 0.0056024511645157496 0.010026674792170525 0.005480241775512696
leaf_weight=989 87 25 71 44 22 64 192 22 49 42 21 22 25 32 28 20 20 21 20 35 75 20 38 469 545 20 21 31 30 21
leaf_count=989 87 25 71 44 22 64 192 22 49 42 21 22 25 32 28 20 20 21 20 35 75 20 38 469 545 20 21 31 30 21
internal_value=0 0.00536439 0.00490989 0.00537095 0.00839665 0.00843842 0.00515783 0.00588098 0.00661689 0.00757796 0.00417326 0.00635224 0.00502264 0.00254639 0.00800072 0.00328232 0.00874142 0.00865705 0.00810225 0.00782935 0.00766859 0.00789804 0.00620639 0.00826136 0.00802733 0.0105735 0.00616043 0.00817452 0.0116884 0.00839357
internal_weight=0 718 631 528 2403 2381 503 290 226 141 213 92 85 103 50 64 1590 1520 531 791 727 631 60 510 611 70 96 576 50 490
internal_count=3121 718 631 528 2403 2381 503 290 226 141 213 92 85 103 50 64 1590 1520 531 791 727 631 60 510 611 70 96 576 50 490
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=31
num_cat=0
split_feature=1 4 150 124 2 3 0 2 3 52 42 43 43 3 1447 43 148 1 15 1212 2 159 158 400 42 484 52 42 3 16
split_gain=0.411718 0.087319 0.055406 0.0374459 0.0365571 0.0308511 0.0293071 0.0276151 0.025641 0.0280184 0.0252095 0.0223697 0.0255783 0.026869 0.0222489 0.0216009 0.0206875 0.0219887 0.0270056 0.0200873 0.0225073 0.0231824 0.0233715 0.02333 0.0259652 0.0237098 0.0208667 0.0280388 0.0391876 0.0299019
threshold=0.10337500000000001 0.27044500000000005 1.0000000180025095e-35 -0.076779999999999987 0.25063000000000007 -0.07793499999999999 -0.026509999999999995 0.090175000000000019 -0.13309499999999996 0.12418000000000001 -0.0060199999999999993 0.10366000000000002 -0.05647499999999999 -0.0025099999999999996 -0.082954999999999987 -0.080324999999999994 -1.0000000180025095e-35 0.11690500000000002 -0.084564999999999987 0.13592000000000001 0.15109000000000003 0.0089800000000000019 0.094245000000000009 -0.070649999999999991 -0.079539999999999986 0.10677500000000002 -0.56176499999999996 0.083425000000000013 -0.10831999999999999 0.18438500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 8 -2 -7 -5 -3 11 -1 12 13 -10 -9 -12 -4 18 -18 20 21 23 -23 -16 -25 26 -26 28 -28 -30
right_child=1 4 16 7 -6 6 -8 14 9 -11 15 -13 -14 -15 19 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0075809147447729727 0.007914733251312837 0.0056164411267564541 0.0011035462087463765 0.0079132094273605975 -0.00016154025215655567 0.0063033082140038889 0.0027862234872632792 0.0094789121265909312 0.0034622630142178892 0.0061836537184013479 0.005768226520417051 1.8313433974981309e-05 0.0042580101287868193 -0.00073251403832378303 0.0038626697808504108 0.0017325885014413092 0.0041637520730385888 0.002739091871894504 0.0087946905754506585 0.010009463678073625 0.0036995440127793699 0.0092797061980723645 0.0064670072832248284 0.0085528931667148665 0.0094213738571852449 0.0090104029969162568 0.0024892295161003455 0.007004092638511027 0.0068510375606517003 0.0035092036938294772
leaf_weight=39 105 67 21 1411 24 154 28 41 37 31 36 23 110 26 25 21 34 38 20 23 20 86 45 90 24 42 36 304 126 34
leaf_count=39 105 67 21 1411 24 154 28 41 37 31 36 23 110 26 25 21 34 38 20 23 20 86 45 90 24 42 36 304 126 34
internal_value=0 0.00482795 0.00581123 0.00755698 0.00359113 0.00654972 0.00576222 0.00763751 0.00389747 0.00339011 0.00562184 0.00294827 0.0033378 0.00173109 0.00720334 0.00428141 0.00393559 0.00458203 0.00587891 0.00709422 0.00701363 0.00709526 0.00831351 0.00686091 0.00697517 0.00672429 0.00654106 0.0064028 0.00547018 0.0061409
internal_weight=0 718 400 2403 318 287 182 2307 294 227 96 196 173 63 896 57 113 92 54 855 832 812 131 681 656 566 524 500 196 160
internal_count=3121 718 400 2403 318 287 182 2307 294 227 96 196 173 63 896 57 113 92 54 855 832 812 131 681 656 566 524 500 196 160
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 2 16 14 2 0 15 48 2 4 4 16 0 42 43 4 47 475 156 15 1 52 1
split_gain=7.64549 1.211 0.734241 0.664357 0.398654 0.346612 0.25499 0.219451 0.204881 0.184054 0.183322 0.149927 0.133323 0.232508 0.122145 0.117785 0.121882 0.115448 0.0793494 0.0784016 0.0753067 0.146006 0.0752253 0.0703723 0.0701981 0.069039 0.103184 0.111263 0.075353 0.115308
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.092235000000000025 0.085505000000000012 0.27834500000000006 0.09253500000000002 0.14122000000000004 -0.061854999999999993 0.062655000000000016 0.13754500000000003 -0.10607499999999999 -0.11033999999999998 -0.015314999999999997 -1.0000000180025095e-35 0.50822500000000004 0.018150000000000003 0.10246000000000001 -0.14226499999999997 0.084050000000000014 -0.11720999999999999 -0.51253999999999988 0.078345000000000012 -0.079029999999999975 1.0000000180025095e-35 0.040760000000000005 1.0000000180025095e-35 0.039215000000000007 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 10 11 -4 -5 14 -7 12 15 13 -1 -6 -3 -17 20 23 -15 22 -22 -14 -2 -16 26 28 -28 29 -26
right_child=1 5 6 7 8 9 -8 -9 -10 -11 -12 -13 17 19 24 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00064744370825150436 0.00030058551539919123 0.00018516167297550295 0.00054654981367060454 0.00052951834129111579 0.00041680903587904239 0.00025113014007029083 0.00035400842858914546 0.00033405063560228463 0.00039693921535409053 0.0004405530978866898 0.00069060626320168611 0.00013586859722059333 0.00072428886504734258 0.00050185741464272118 0.0006044436237563174 0.00039673367376942759 0.00019632093019454795 0.00049972334747523564 0.00044577587505473807 0.00036927761060923618 0.00041934147131846759 0.0005816374813618618 0.00060212060512969401 0.0003993917659447438 0.00050281033272354394 0.00059283552546187106 0.00054893804183504715 0.00069097392443640557 0.00054510290481366724 0.00035577113220098172
leaf_weight=35 173 65 119 34 30 41 34 63 41 38 62 102 20 47 68 28 20 56 20 27 22 681 623 33 189 78 182 24 143 23
leaf_count=35 173 65 119 34 30 41 34 63 41 38 62 102 20 47 68 28 20 56 20 27 22 681 623 33 189 78 182 24 143 23
internal_value=0 0.000325615 0.000398872 0.00056159 0.000568151 0.000231178 0.000503763 0.000402565 0.000531846 0.000342245 0.000586108 0.000190368 0.00058182 0.000515764 0.00053935 0.000239562 0.000313228 0.000586956 0.000327862 0.000453484 0.000590585 0.000576559 0.000605921 0.000316414 0.00054455 0.000538177 0.000530577 0.000565486 0.00051032 0.000486858
internal_weight=0 673 379 2448 2351 294 153 97 778 79 1573 215 1511 109 737 113 48 1402 226 74 1346 703 643 206 707 639 561 206 355 212
internal_count=3121 673 379 2448 2351 294 153 97 778 79 1573 215 1511 109 737 113 48 1402 226 74 1346 703 643 206 707 639 561 206 355 212
is_linear=0
shrinkage=0.00196078


Tree=9051
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 2 11 148 2 9 484 12 43 2 41 10 15 16 1 160 1 124 13 123 4 401 11 3 160 1
split_gain=0.377887 0.0814842 0.0561956 0.0370505 0.0362464 0.0321486 0.0322027 0.028471 0.0316634 0.039455 0.0358933 0.027816 0.0265707 0.0243015 0.023191 0.0213977 0.0210181 0.0327136 0.0300569 0.0245765 0.0229891 0.020622 0.023914 0.0211794 0.0208547 0.0197481 0.0285935 0.0193918 0.0190753 0.0224646
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.40124500000000002 0.093320000000000014 1.0000000180025095e-35 -0.095079999999999984 0.116525 -1.0000000180025095e-35 -0.077099999999999988 -0.42850999999999995 -0.15879999999999997 0.15950500000000004 0.08690500000000001 -0.0026549999999999994 -0.41942499999999994 -0.018494999999999998 0.10984500000000001 -0.076689999999999994 0.11453000000000001 -0.076779999999999987 0.10443000000000001 0.084025000000000016 -0.0083799999999999986 0.080710000000000018 1.0000000180025095e-35 -0.096099999999999977 -0.54913999999999985 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 28 -5 9 15 -11 -4 -8 -13 -10 -9 19 18 -18 -12 -20 23 25 -7 -24 26 27 -23 -1 -30
right_child=1 2 11 7 -6 21 12 8 14 10 16 13 -14 -15 -16 -17 17 -19 20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0095433251822937461 0.0074295665884133557 0.0083392731789499516 0.004318946670474751 0.00079068026971071967 0.0031346797710284594 0.0063311735328170473 0.0066715260724658559 0.0043066186873718755 0.0032506333585922186 0.0099304439930710947 0.0059791521111037587 0.0021567227392907903 0.010765716177126046 -0.001884202180768956 0.0067583014002247227 0.00034744880162179475 0.0052001232118345803 0.0042721895928797679 0.0112968834371052 0.001081053552306479 0.006977158936414137 0.0041220228147247568 0.0062247701205603153 0.0021828940043633338 0.0026189275025187628 0.0048725651306449442 0.0095893524938987368 0.0070940075277032208 0.0075783291647461316 0.0067752699645426268
leaf_weight=39 87 25 35 21 22 32 23 43 184 20 20 46 51 22 21 20 40 63 22 21 28 23 53 20 23 40 45 483 1020 529
leaf_count=39 87 25 35 21 22 32 23 43 184 20 20 46 51 22 21 20 40 63 22 21 28 23 53 20 23 40 45 483 1020 529
internal_value=0 0.00456057 0.00416501 0.00458182 0.00717507 0.00721241 0.00745409 0.00439506 0.0045521 0.00524936 0.00589691 0.00202835 0.0094932 0.000849365 0.00360996 0.00304974 0.00548108 0.0060199 0.0072433 0.00347037 0.00887784 0.00665374 0.00680327 0.00473568 0.00513353 0.007018 0.00717374 0.00695892 0.00735907 0.00730408
internal_weight=0 718 631 528 2403 2381 1662 503 482 277 214 103 74 68 205 63 194 153 90 41 50 719 667 52 76 591 551 506 1588 1549
internal_count=3121 718 631 528 2403 2381 1662 503 482 277 214 103 74 68 205 63 194 153 90 41 50 719 667 52 76 591 551 506 1588 1549
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=31
num_cat=0
split_feature=1 155 3 47 48 50 0 4 0 160 14 4 3 157 150 0 43 133 1212 2 4 1 14 12 12 1 42 133 2 2
split_gain=0.306595 0.0793608 0.051255 0.040755 0.0455782 0.0423342 0.034882 0.0278556 0.0274009 0.0245218 0.0236968 0.0269787 0.0330604 0.0309879 0.0329942 0.0328358 0.0234208 0.0424267 0.0279752 0.0240913 0.0213804 0.0213519 0.0194601 0.019312 0.0189286 0.023965 0.0183075 0.0179586 0.0160491 0.0240112
threshold=0.10124500000000002 0.11245500000000001 0.31299000000000005 0.078345000000000012 -0.081134999999999999 0.10616500000000001 0.22582000000000002 0.41257000000000005 -0.046359999999999991 -0.076689999999999994 0.062655000000000016 0.0061450000000000003 0.10299500000000002 -0.029304999999999998 0.09487000000000001 -0.11242999999999999 0.062770000000000006 -0.44023999999999991 0.058525000000000008 0.12992500000000004 -0.0070899999999999991 0.10937500000000001 -0.46166999999999997 0.091475000000000015 -0.42850999999999995 0.13332000000000002 0.10502000000000002 -1.0000000180025095e-35 0.13247500000000004 0.11704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 9 10 8 20 21 11 12 16 -13 15 -15 19 18 23 -1 -5 -6 -23 -18 -4 -26 -19 -11 29 -29
right_child=1 -3 24 7 5 -7 -8 -9 -10 27 -12 13 -14 14 -16 -17 17 26 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0068428926275082794 0.0079401222164354589 0.007505105598829687 0.003887051925828148 0.008640731183945068 0.0073588039487644669 0.0068769956935394675 0.0023265095776878299 0.0022724042363140898 0.0025474127219058573 0.00010368237644433976 0.0081208936451526176 0.0027205854399653621 0.0036575983185635728 0.0079968805812920141 0.0031818546172488779 0.0056959015081237754 0.0044437695114362625 0.0036040147546263614 0.010353712642311374 0.0034337519723478525 0.0057690210915170613 0.0060770994092783203 0.0025014298968017105 0.0080028446845244617 0.0029646692212318649 -0.0005066857835667771 0.0069744001375511289 0.0029161836639583563 0.0015592533086874029 0.0061523388174396978
leaf_weight=1604 24 66 35 35 21 33 20 23 20 25 89 32 37 84 38 237 31 83 22 21 100 23 45 30 37 43 20 152 64 27
leaf_count=1604 24 66 35 35 21 33 20 23 20 25 89 32 37 84 38 237 31 83 22 21 100 23 45 30 37 43 20 152 64 27
internal_value=0 0.00418883 0.00387925 0.00425452 0.00371047 0.00345018 0.00648493 0.00551989 0.00600178 0.00313342 0.00652065 0.00645704 0.00661671 0.00570239 0.00596818 0.00629803 0.00667717 0.00561422 0.00729667 0.00679884 0.00651354 0.0045716 0.00371085 0.00619413 0.00194741 0.00109882 0.00425846 0.00265581 0.00291838 0.00340432
internal_weight=0 773 707 592 414 390 2348 178 155 357 2328 2239 1848 391 359 321 1811 186 83 1625 135 89 68 61 115 80 103 268 243 179
internal_count=3121 773 707 592 414 390 2348 178 155 357 2328 2239 1848 391 359 321 1811 186 83 1625 135 89 68 61 115 80 103 268 243 179
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=31
num_cat=0
split_feature=1 4 457 2 3 15 11 0 393 4 3 16 48 0 49 160 1 133 1452 16 159 480 16 4 0 2 48 3 401 160
split_gain=0.248545 0.0545279 0.0389991 0.029174 0.0281375 0.0264881 0.0332833 0.0310648 0.0290362 0.0227007 0.0227008 0.0283804 0.0309576 0.0234778 0.0355946 0.0318796 0.0366605 0.0353226 0.0227851 0.0205969 0.0253836 0.0234678 0.0195007 0.0208686 0.0246126 0.0253195 0.0189294 0.0178282 0.0240247 0.0292512
threshold=0.10337500000000001 0.26790000000000008 0.079590000000000008 0.25063000000000007 -0.07793499999999999 0.040760000000000005 0.077290000000000011 -0.15202999999999997 0.086030000000000009 0.40124500000000002 0.090900000000000009 0.10994000000000002 0.083985000000000018 -0.075934999999999989 -0.076109999999999997 -0.063384999999999983 0.081670000000000006 0.087720000000000006 0.087590000000000015 0.0028900000000000006 -0.085489999999999997 0.08759500000000002 -0.23935499999999996 -0.37944499999999992 -0.026509999999999995 0.10613000000000002 0.081805000000000017 -0.13309499999999996 0.085900000000000018 -0.23686999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 27 -2 8 19 -8 9 10 13 12 -12 18 -15 16 17 -16 -1 20 21 -7 -6 -24 25 -25 -27 -3 29 -29
right_child=1 3 -4 -5 22 6 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0059080408743395268 0.0061415843250742595 0.0044319493527117592 0.0018673213591100649 -0.0006284493463075099 0.0070555472661825748 0.01076554651979519 0.0063265793713862487 0.011646278555105839 0.0020584854297339915 0.0023853167667270596 -0.000552527051186189 0.0058162483808426365 0.0045266434426108997 0.0011050828116078099 -0.00067469897621776911 0.0059389465631117071 0.0070231220312416548 0.0047554693245531431 0.008478461837189066 0.0048070756385687934 0.0060993425083586562 0.0061418584104449975 0.0064677622609971355 0.0053952386805220798 0.00022556138806976379 0.00037806792609879503 0.0036847832619865324 0.0061797617410775281 -0.00073325364384800194 0.002471361568329587
leaf_weight=820 114 67 50 24 22 23 23 21 24 22 20 53 30 22 25 196 20 23 36 117 907 21 28 69 20 23 70 24 20 187
leaf_count=820 114 67 50 24 22 23 23 21 24 22 20 53 30 22 25 196 20 23 36 117 907 21 28 69 20 23 70 24 20 187
internal_value=0 0.00369205 0.00447788 0.00272563 0.00485512 0.00581241 0.00617015 0.00886553 0.00550428 0.00556955 0.00562582 0.00420398 0.00249498 0.00575406 0.00496964 0.00529168 0.00342604 0.00192726 0.00601614 0.0060591 0.00621313 0.00855879 0.00422298 0.00392624 0.00353524 0.00394384 0.00286699 0.00299575 0.00257919 0.00289317
internal_weight=0 718 396 322 346 2403 1112 44 1291 1267 1245 103 50 1142 286 264 68 48 856 1068 951 44 232 210 182 162 93 298 231 211
internal_count=3121 718 396 322 346 2403 1112 44 1291 1267 1245 103 50 1142 286 264 68 48 856 1068 951 44 232 210 182 162 93 298 231 211
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=31
num_cat=0
split_feature=1 3 4 2 97 16 15 12 14 4 0 0 45 124 0 16 16 12 2 133 42 47 4 2 3 3 48 48 1212 16
split_gain=0.201321 0.0456792 0.0367644 0.0314051 0.0394279 0.0239559 0.0406408 0.024074 0.023776 0.0276974 0.0231571 0.0209817 0.0204314 0.0244437 0.0201577 0.0298656 0.0200811 0.0179954 0.0207197 0.0178365 0.0205407 0.0214662 0.0160225 0.0360952 0.0332409 0.0217223 0.0192934 0.030552 0.0170634 0.0461374
threshold=0.10337500000000001 0.31299000000000005 -0.04890499999999999 0.10381000000000001 -0.049229999999999996 -0.008904999999999998 -0.46471999999999997 -0.064509999999999984 -0.10708499999999999 0.2623950000000001 0.22582000000000002 0.024095000000000002 0.081955000000000014 -0.076779999999999987 -0.070499999999999993 0.15273500000000004 -0.43320999999999993 -0.42850999999999995 0.15950500000000004 0.0068000000000000014 0.090545000000000014 0.10783500000000001 -0.082249999999999976 0.11177500000000001 0.092670000000000016 -0.14989499999999997 0.093265000000000015 0.078735000000000013 0.087685000000000013 -0.076354999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 14 4 -4 8 -7 -8 -5 -10 12 19 13 -1 -2 -16 -11 -3 -19 20 21 -6 23 26 25 -24 27 28 -15 -30
right_child=1 17 3 5 11 6 7 -9 9 16 -12 -13 -14 22 15 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0036133153884050744 0.008013527017002078 0.0033876217183257855 0.0010012504552970782 0.0061366790658212269 0.0078953049946576363 0.0050688415137119594 0.0023641977746592605 -0.0016813062924867202 0.0049165949042865335 0.0025940546764361746 0.0019249923061579466 0.0017748193726653144 0.0080482279505723949 0.0060988367933205887 0.0021805449076055085 0.0059746163638734846 -0.00074602662458677195 0.0016601471541497601 -0.0019440724808108909 0.0027268466933702048 0.0041856242594076323 0.0044754541137833788 0.002586231859881551 0.0017532067764973779 0.0024813062602492132 0.0052592485164685175 0.0028255502122920008 0.0096394564787095245 0.0058103787136803333 0.00061016352847218522
leaf_weight=90 22 35 33 24 50 20 24 38 44 99 21 21 26 451 32 59 22 58 22 26 60 29 31 22 46 1576 20 22 76 22
leaf_count=90 22 35 33 24 50 20 24 38 44 99 21 21 26 451 32 59 22 58 22 26 60 29 31 22 46 1576 20 22 76 22
internal_value=0 0.00332284 0.00367117 0.0032962 0.00418676 0.00257652 0.00114912 -0.000115305 0.00319582 0.00276805 0.00523117 0.00475194 0.00526032 0.00522955 0.00529715 0.00464044 0.00198677 0.0014964 0.000668987 0.00513084 0.00558051 0.00663992 0.00529375 0.0057304 0.00513181 0.00520768 0.00587845 0.00598539 0.00583896 0.00464298
internal_weight=0 718 603 490 219 271 82 62 189 165 2403 186 2382 2356 113 91 121 115 80 165 139 79 2266 613 1653 1607 591 571 549 98
internal_count=3121 718 603 490 219 271 82 62 189 165 2403 186 2382 2356 113 91 121 115 80 165 139 79 2266 613 1653 1607 591 571 549 98
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 12 44 0 49 16 51 4 1 1 150 13 42 129 16 11 15 51 14 0 3 43 1186 46 51 133
split_gain=0.164224 0.0476864 0.0330001 0.0248932 0.0215155 0.0203433 0.0189073 0.0180853 0.0227229 0.0230295 0.0284582 0.0179694 0.0224596 0.0318302 0.0204124 0.0177191 0.0171917 0.0214356 0.0271159 0.0194274 0.0291991 0.0506942 0.0243295 0.0240471 0.0234076 0.0375633 0.0200141 0.016325 0.0162823 0.016097
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.089410000000000003 0.22582000000000002 0.092465000000000006 1.0000000180025095e-35 -0.0058249999999999994 -0.031119999999999998 -0.27167499999999994 -1.0000000180025095e-35 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.078525000000000011 -0.099939999999999987 -0.12099999999999998 0.085550000000000015 -0.0087049999999999992 1.0000000180025095e-35 0.040760000000000005 -1.0000000180025095e-35 0.078320000000000015 -0.11173999999999999 -0.11255999999999998 -0.13868499999999997 0.049580000000000006 0.089105000000000018 -0.047599999999999996 0.088625000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 28 3 27 6 -5 11 8 -4 -10 -11 16 14 -14 -13 -7 29 19 -19 23 21 -21 -22 -18 25 -25 -26 -3 -2 -1
right_child=1 2 7 5 -6 15 -8 -9 9 10 -12 12 13 -15 -16 -17 17 18 -20 20 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0067816169102841266 0.0041881520455480433 0.002523440648142067 -0.00059712935797870165 0.0069135611471922501 0.0014632422127760947 0.00094865945400670173 0.0075494852421494826 -0.00044431383947893569 0.0014821702469158355 0.0019538442249454205 0.0071599017778810649 0.0041686030685359355 -0.00074780880134891385 0.0040802320708179544 0.0074953856389038259 0.0041426993890843625 0.0031370488135144116 0.0043683746853549902 0.00070794089697301388 0.0076571736930181157 0.010695509011711693 0.00077327464241534478 0.0059730041461686298 0.0054849864449352031 0.0048745917518824046 -0.0001099006534786895 0.0072600244728770738 0.005463517088210211 0.0071254696689720736 0.0037755706763836433
leaf_weight=79 46 339 25 23 20 20 24 36 58 21 21 237 22 36 20 132 85 73 28 23 20 20 24 24 1530 24 36 20 32 23
leaf_count=79 46 339 25 23 20 20 24 36 58 21 21 237 22 36 20 132 85 73 28 23 20 20 24 24 1530 24 36 20 32 23
internal_value=0 0.00304869 0.00278557 0.00316393 0.00472915 0.00414184 0.0047572 0.00153063 0.00209941 0.00277355 0.00455687 0.00472812 0.00402636 0.00224891 0.0044275 0.00372243 0.00483926 0.0047709 0.0033536 0.00485105 0.00630854 0.00445536 0.0081196 0.00477642 0.00486276 0.00268754 0.00492943 0.00268723 0.00539321 0.00610378
internal_weight=0 773 695 534 2348 175 2328 161 125 100 42 2304 315 58 257 152 1989 1887 101 1786 87 43 44 1699 1614 48 1566 359 78 102
internal_count=3121 773 695 534 2348 175 2328 161 125 100 42 2304 315 58 257 152 1989 1887 101 1786 87 43 44 1699 1614 48 1566 359 78 102
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 14 1 1 0 15 2 47 4 1 52 51 4 0 1 0 1429 47 4 12 12 1
split_gain=7.76707 1.2915 0.79359 0.68314 0.539261 0.395996 0.332143 0.24149 0.197394 0.193368 0.179271 0.140032 0.159798 0.130962 0.113714 0.0989979 0.098932 0.147352 0.0958529 0.0778539 0.0802932 0.119855 0.0744221 0.078315 0.0720786 0.0720387 0.177537 0.0695454 0.0645586 0.0639333
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.27834500000000006 0.14122000000000004 0.17025000000000004 0.062655000000000016 0.092845000000000025 0.085760000000000017 -0.097024999999999986 -0.097454999999999986 0.14122000000000004 0.13011000000000003 -0.013125 0.093100000000000002 0.12603000000000003 0.11144500000000002 -0.49013999999999996 -0.068604999999999985 0.076935000000000017 -0.046359999999999991 0.087700000000000014 0.090100000000000013 0.26450500000000005 0.096475000000000019 0.090285000000000018 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 9 27 16 15 11 -5 19 13 -13 18 -4 22 28 25 20 -1 24 23 -7 -22 29 -27 -6 -18 -3
right_child=1 2 8 10 6 7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00070457857170163002 0.00057261944378431118 0.00030188843406535483 0.00020718779832660833 0.00051072653438293816 0.00060660874899869034 0.0005665510248844943 0.0003077312651108585 0.00039075913638808948 8.4394545202292931e-05 0.00069886393595314873 0.00033605101605231212 0.00056792479146969646 0.00057355447686469258 0.000391939916698806 0.00019009800321215754 0.00035759209874359999 0.00057193871053415866 0.00038965275307228556 0.00042864176097745987 0.00051249054686326842 0.00060600796023121191 0.00044965593984314041 0.00061252374278674001 0.000484853196910032 0.00050674648785446036 0.00050094298646518047 0.0002545629639912139 0.00048613913396299089 0.00051246550461777739 0.00020135323457023342
leaf_weight=29 76 185 106 37 27 232 40 41 49 62 58 29 392 37 31 20 109 30 26 38 933 20 101 56 29 22 23 58 197 28
leaf_count=29 76 185 106 37 27 232 40 41 49 62 58 29 392 37 31 20 109 30 26 38 933 20 101 56 29 22 23 58 197 28
internal_value=0 0.00033148 0.00030168 0.000567073 0.000346101 0.000573705 0.00045507 0.00053716 0.000189995 0.000591546 0.000404083 0.000587131 0.000558526 0.000469267 0.000302859 0.000231061 0.000545439 0.000520793 0.000315168 0.00059962 0.000602895 0.000599892 0.000566726 0.000550665 0.000603016 0.000303732 0.000375015 0.000524406 0.00053365 0.000288673
internal_weight=0 691 615 2430 440 2335 125 766 175 1569 95 1507 458 66 315 126 725 336 284 1049 1011 982 389 288 962 258 45 85 306 213
internal_count=3121 691 615 2430 440 2335 125 766 175 1569 95 1507 458 66 315 126 725 336 284 1049 1011 982 389 288 962 258 45 85 306 213
is_linear=0
shrinkage=0.00196078


Tree=9057
num_leaves=31
num_cat=0
split_feature=1 4 399 2 3 96 15 457 43 10 4 14 1 16 2 16 401 11 1453 11 474 52 50 160 159 0 52 15 12 403
split_gain=0.165353 0.0604111 0.0354898 0.0409949 0.0328024 0.0315836 0.030289 0.0269784 0.0258254 0.0236968 0.0385562 0.019661 0.0194682 0.0183686 0.0411303 0.0675739 0.0393414 0.0486806 0.038335 0.028001 0.0259404 0.0239652 0.0203847 0.022594 0.0207348 0.0256698 0.0202779 0.0192002 0.0181848 0.0207913
threshold=0.095950000000000021 -0.034939999999999992 1.0000000180025095e-35 0.13501500000000002 0.149315 0.088850000000000026 -0.079929999999999987 0.084840000000000013 -0.070064999999999975 -0.38124499999999995 0.51388000000000011 0.062655000000000016 0.10797500000000002 0.0057500000000000008 0.084305000000000005 0.083160000000000026 0.080710000000000018 0.077415000000000012 -0.07303999999999998 0.076560000000000003 0.037915000000000011 -0.53964499999999982 0.11875500000000001 -0.14309999999999998 -0.092414999999999983 -0.13843999999999998 0.11434500000000002 -0.040804999999999994 0.097575000000000009 -0.013754999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 5 8 7 9 -3 -2 -5 -11 13 -10 19 15 -15 17 18 -16 22 -20 -22 24 -24 -1 27 -27 -26 29 -28
right_child=1 2 -4 6 -6 -7 -8 -9 12 10 -12 -13 -14 14 16 -17 -18 -19 20 -21 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0064758022795320452 0.003244395141225698 0.0036627582391837153 -0.0013160252411828631 0.0045756009510821765 0.00097805530337306368 -0.00068760361195018048 -0.0017972315249678034 0.0014249567336763348 0.0049867189879581062 0.0023775272405639827 -0.0023417492201944063 0.0062333406111325269 0.0077104712559101993 -0.0019864629436698224 0.00036078379515939481 0.005389670681451326 0.00042569539914636507 0.0092510170472616515 0.0041768263844136231 0.0013623549380218205 0.0085879337511349674 0.0049940051019604489 0.0046139560721348968 0.00078170902887359265 0.0040052699192207964 0.0050863658384774219 0.00066808163869427515 0.00048054787795990704 0.0060534767806530001 0.0039719299611533643
leaf_weight=84 67 411 22 27 24 20 26 62 115 70 23 84 34 27 22 23 23 22 261 23 28 55 40 25 68 1282 25 20 28 80
leaf_count=84 67 411 22 27 24 20 26 62 115 70 23 84 34 27 22 23 23 22 261 23 28 55 40 25 68 1282 25 20 28 80
internal_value=0 0.00312641 0.002633 0.00276897 0.00448532 0.00320485 0.00129712 0.00336943 0.00487501 0.00196757 0.00121039 0.00473266 0.00560825 0.00467365 0.00411467 0.00140656 0.00444412 0.00468233 0.00440771 0.00482749 0.00466652 0.00620641 0.00487573 0.00314001 0.00494683 0.00486137 0.00496443 0.0032042 0.00378913 0.0031853
internal_weight=0 901 661 639 240 493 146 473 216 120 93 2220 149 2136 461 50 411 388 366 1675 344 83 1652 65 1587 1503 1415 88 133 105
internal_count=3121 901 661 639 240 493 146 473 216 120 93 2220 149 2136 461 50 411 388 366 1675 344 83 1652 65 1587 1503 1415 88 133 105
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 51 1 14 124 11 2 0 1429 16 52 42 43 49 51 0 13 12 130 475 4 51 12 156 482 13
split_gain=0.134788 0.0375552 0.0365481 0.0377916 0.0393248 0.024548 0.0297789 0.0215483 0.0199033 0.019279 0.0178966 0.0223526 0.017344 0.0183807 0.0237629 0.0227555 0.041421 0.0226844 0.0194186 0.0206013 0.0203671 0.0186918 0.0236053 0.0185086 0.0179569 0.0194191 0.0164471 0.0157965 0.0155079 0.0150298
threshold=0.11690500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.10252500000000002 -0.13843999999999998 -0.40274499999999996 0.16773500000000005 0.054835000000000009 -0.085959999999999995 0.085155000000000022 -0.090999999999999984 0.11070500000000001 -0.091739999999999988 0.013515000000000001 -0.5425549999999999 0.09796500000000001 -0.12152999999999999 -0.14811499999999997 0.11548000000000001 -0.14001499999999997 -0.019614999999999997 0.082480000000000012 0.078550000000000023 -0.085144999999999985 0.076415000000000025 0.087505000000000013 0.095110000000000014 0.10339000000000002 0.090355000000000005 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 -5 -2 27 9 -1 10 -3 12 -12 17 -15 16 -16 -14 19 24 -20 22 29 -18 25 -19 -25 28 -7 -21
right_child=5 2 -4 4 -6 6 -8 -9 -10 -11 11 -13 13 14 15 -17 23 18 20 21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0032997390327398624 0.0050092187054731237 0.0021391484717754885 0.0074438291328437064 0.0019222265464902324 0.0038459296188521463 0.0016731759082176723 -0.001771314232748756 0.0058260995159302685 -0.001054057614168241 0.0012831749246371065 0.0068229220261295832 0.0068830999358782943 0.0010908334233265902 0.0053525283736764158 -0.001183940706202217 0.0061783018655010638 0.0058219997289900988 0.00045029236284522894 0.0040056437448880008 0.0050121012376621371 0.00031893914755251585 0.0044708316995216183 0.0030505378198410786 0.0033069529868627609 0.0052134187314659365 0.0040807754875948794 0.00064211128150678382 0.0040025776895419819 0.0045548194739967593 0.0080856118748736817
leaf_weight=21 27 39 33 140 441 282 21 88 21 22 26 33 21 55 24 21 24 34 43 26 23 1322 21 134 25 26 28 39 20 41
leaf_count=21 27 39 33 140 441 282 21 88 21 22 26 33 21 55 24 21 24 34 43 26 23 1322 21 134 25 26 28 39 20 41
internal_value=0 0.00409004 0.00413636 0.00409529 0.00338239 0.00210047 0.00188352 0.0042948 0.00112284 0.00422702 0.00425996 0.00430288 0.00425793 0.00422222 0.00348447 0.00303969 0.00272583 0.0043556 0.00439952 0.00447363 0.00272088 0.00456477 0.00597598 0.00323032 0.00296171 0.0020235 0.00284636 0.0021086 0.00186401 0.00689291
internal_weight=0 2732 2690 2657 581 389 362 2076 42 1988 1966 1927 1894 1868 286 231 210 1582 1561 1495 66 1410 88 186 85 60 162 341 302 67
internal_count=3121 2732 2690 2657 581 389 362 2076 42 1988 1966 1927 1894 1868 286 231 210 1582 1561 1495 66 1410 88 186 85 60 162 341 302 67
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=31
num_cat=0
split_feature=1 52 4 12 1 12 2 1 14 4 4 0 51 0 2 2 2 52 16 15 13 1 4 132 14 4 0 3 4 10
split_gain=4.54314 0.546854 0.476728 0.39013 0.386767 0.258004 0.236976 0.23354 0.151562 0.137503 0.123123 0.152132 0.112469 0.0890344 0.0781407 0.0760638 0.0739333 0.0719182 0.0689045 0.0611146 0.059214 0.0589932 0.0587427 0.0566532 0.0623309 0.0554151 0.0687379 0.0728865 0.132946 0.0537362
threshold=0.10752500000000002 -0.40306999999999998 0.27834500000000006 -0.010834999999999999 0.13604000000000002 0.088725000000000012 0.13754500000000003 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.033845000000000007 -0.11173999999999999 -0.091239999999999974 -0.085669999999999982 0.093320000000000014 0.14122000000000004 0.17025000000000004 -0.16675999999999999 -0.44310499999999992 -0.037864999999999989 -0.15416999999999995 0.085345000000000018 -0.036839999999999991 0.082230000000000011 -0.46166999999999997 -0.49405499999999997 -0.064754999999999993 -0.10831999999999999 -0.17966999999999997 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 3 7 5 15 8 14 10 -7 11 12 -5 -13 -1 23 -6 -10 -12 -16 -15 -14 -2 24 -3 -22 -27 28 -28 -18
right_child=1 4 -4 6 16 9 -8 -9 17 -11 18 13 21 20 19 -17 29 -19 -20 -21 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0005034790871449805 0.00049141048881312817 0.00034175841716039022 0.00025758559233083424 0.00048997874548232633 0.00017111697282047003 0.00039056696284677135 0.00028705601375619128 0.00027119540705125778 0.0004223220438157738 0.0002370350422365043 0.0004554950395320875 0.00047158454532841078 0.00041226400756368451 0.00033614567864467115 0.00041854827068812494 0.00013438651740555708 0.00013497434101527792 0.00055630712931142249 0.00038106895964251685 0.00028782557294357059 0.00048286425275545492 0.00028336433510304967 0.00035871828494169519 0.00014313222786889755 0.00023558173193053377 0.00044536210908375595 0.00041832911526862879 0.00043197615527001721 0.00021573161578499804 2.8607481177531037e-06
leaf_weight=27 29 24 59 21 123 70 37 83 20 33 65 563 20 20 44 31 29 67 181 20 125 43 23 22 186 984 33 99 20 20
leaf_count=27 29 24 59 21 123 70 37 83 20 33 65 563 20 20 44 31 29 67 181 20 125 43 23 22 186 984 33 99 20 20
internal_value=0 0.000240707 0.000431773 0.000435931 0.000222149 0.000258189 0.000442709 0.000346413 0.000445256 0.000341377 0.000442044 0.000447315 0.000365708 0.000451033 0.000415017 0.000225609 0.000145458 0.000525506 0.000400734 0.000377697 0.000442 0.000324285 0.00043272 0.000237799 0.000247716 0.000443679 0.000439367 0.00040056 0.000341877 8.10504e-05
internal_weight=0 590 2531 2472 538 366 2298 174 2261 103 2174 1928 84 1844 91 263 172 87 246 64 1281 63 52 232 210 1261 1136 152 53 49
internal_count=3121 590 2531 2472 538 366 2298 174 2261 103 2174 1928 84 1844 91 263 172 87 246 64 1281 63 52 232 210 1261 1136 152 53 49
is_linear=0
shrinkage=0.00196078


Tree=9060
num_leaves=31
num_cat=0
split_feature=1 124 2 1375 49 10 0 4 34 402 0 97 2 1429 40 4 151 0 52 1 51 480 4 50 0 401 402 475 1 43
split_gain=0.129595 0.0357583 0.0247293 0.030848 0.0259582 0.0243902 0.0262078 0.0215981 0.0202247 0.0247497 0.0263887 0.0237565 0.0216152 0.01987 0.0184944 0.020285 0.017792 0.0175433 0.0190638 0.0462849 0.0220633 0.0169539 0.0180622 0.0175803 0.0184428 0.0195264 0.0258099 0.019305 0.0181621 0.0171175
threshold=0.11690500000000002 -0.077709999999999987 0.087675000000000017 -0.14438999999999999 -0.090734999999999982 -0.079859999999999987 -0.05208999999999999 0.27287000000000006 -0.038779999999999995 0.09388500000000001 0.010870000000000003 -0.079444999999999988 0.116525 0.084690000000000015 1.0000000180025095e-35 0.36766000000000004 -0.083034999999999984 -0.11242999999999999 0.4002400000000001 0.092845000000000025 0.095050000000000009 -0.03031 0.0082450000000000006 0.10861000000000003 -0.097024999999999986 0.11769000000000002 0.120965 -0.085734999999999992 0.092695000000000013 -0.091784999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 6 -2 -1 11 10 12 -7 -10 17 15 -5 -17 -6 20 -20 21 -19 23 24 -23 26 27 -26 -25 -29
right_child=5 2 3 14 13 8 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 -24 28 25 -27 -28 29 -30 -31
leaf_value=0.0029722667780592632 0.0017372476529063923 0.0070510025436912359 0.00061401161248795686 0.0040001005141108749 0.0057319839955768089 0.0024831715231509108 -0.0028005756181664768 -0.00054562026984058317 0.0038919490502186955 -0.00064351451694078399 0.0055249006127911235 -0.0021833874681033197 0.0018617549010415157 0.0020755313220433892 0.00083880148362368344 0.0046220929167010696 0.0012818569774166325 0.0070652878229421658 -0.0011046287691649261 0.0042822755172704187 0.0070765428299394756 0.0071112340656467356 0.0025635936378375079 0.00072438733970137462 0.0066413330383019876 0.007274303105710399 0.00085985655459808186 0.0055085985208861536 0.0043354101135628298 0.0040952616650130154
leaf_weight=137 35 36 30 1232 91 24 20 20 79 21 34 20 156 38 20 23 52 22 22 58 30 26 59 26 37 23 21 100 30 599
leaf_count=137 35 36 30 1232 91 24 20 20 79 21 34 20 156 38 20 23 52 22 22 58 30 26 59 26 37 23 21 100 30 599
internal_value=0 0.00398929 0.00407863 0.00378503 0.00440573 0.00203843 8.71301e-05 0.00252413 0.00235976 0.00266286 0.00292098 0.000362008 0.00254425 0.00432516 0.00385672 0.0039029 0.0023062 0.00439989 0.00428477 0.00280088 0.00440677 0.00432184 0.00425631 0.00437216 0.0044912 0.00440387 0.00431666 0.00441529 0.00265886 0.00429746
internal_weight=0 2732 2575 1357 1218 389 55 157 334 290 269 44 235 1182 1327 1307 75 1144 1053 80 973 943 921 862 806 780 757 736 56 699
internal_count=3121 2732 2575 1357 1218 389 55 157 334 290 269 44 235 1182 1327 1307 75 1144 1053 80 973 943 921 862 806 780 757 736 56 699
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 4 1 2 4 14 16 2 0 51 2 2 47 0 132 133 11 1 131 3 47 457 12 43 0
split_gain=9.89987 1.57488 0.978868 0.84729 0.688827 0.511273 0.326794 0.313431 0.289655 0.260832 0.242417 0.230124 0.225895 0.215934 0.212957 0.151433 0.142461 0.132676 0.11643 0.111787 0.134326 0.100879 0.0989711 0.0952824 0.0834752 0.0936411 0.0829694 0.0810035 0.0777885 0.0741271
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.042705000000000007 0.27834500000000006 0.092845000000000025 0.12043500000000001 0.36766000000000004 0.062655000000000016 -0.44310499999999992 0.17025000000000004 -0.11173999999999999 -0.091239999999999974 0.094835000000000017 0.092365000000000017 0.13011000000000003 -0.15599999999999997 0.08696000000000001 0.089200000000000015 1.0000000180025095e-35 0.15799000000000005 0.09031500000000002 0.30112000000000005 0.10019500000000002 0.082380000000000009 0.096475000000000019 0.064745000000000011 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 19 8 27 15 10 11 13 29 17 14 -5 -1 -15 -4 26 20 24 -12 -14 -2 25 -3 -16 -6 -18 -7
right_child=1 2 12 5 6 9 -8 -9 -10 -11 21 -13 22 16 18 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070290007114577353 0.00070797675815680949 0.00037763423768726653 0.00024066658434871539 0.0007410851833310559 0.00068172973052435537 0.00077922253748949832 0.00037937404036464899 0.00040410261432985005 0.0005020782152961522 0.00039463772187023501 0.00067419709955506468 0.00056456380502670602 0.00018772185085203069 0.00068276092551763934 0.00065840972877906703 0.00052404376466759961 0.00065483466345089402 0.00041478425958285149 0.00038949207676684154 0.00023877981747158199 0.0002593305285404376 0.00082399587405203778 9.6507910482522834e-06 0.00055612816651856979 0.0003090435167153676 0.00049063498441244717 0.00048411100560209665 0.0005505926652069398 0.00058865497266155447 0.00064888483787765416
leaf_weight=28 47 145 106 21 27 25 41 66 39 26 25 195 28 1353 21 52 365 20 20 32 42 56 21 24 50 35 21 55 84 51
leaf_count=28 47 145 106 21 27 25 41 66 39 26 25 195 28 1353 21 52 365 20 20 32 42 56 21 24 50 35 21 55 84 51
internal_value=0 0.000380453 0.000347879 0.000648974 0.000398496 0.000658161 0.000522306 0.000504125 0.000669408 0.000582236 0.000672727 0.000600235 0.000224373 0.000668214 0.000570429 0.000586643 0.000672718 0.000268304 0.000512625 0.000348402 0.000361299 0.000777762 0.000111406 0.000656648 0.000379919 0.000399607 0.00057126 0.000593772 0.000642454 0.000691759
internal_weight=0 673 602 2448 427 2302 123 146 2005 297 1966 271 175 1885 83 80 1802 126 62 304 272 81 49 71 230 180 42 82 449 76
internal_count=3121 673 602 2448 427 2302 123 146 2005 297 1966 271 175 1885 83 80 1802 126 62 304 272 81 49 71 230 180 42 82 449 76
is_linear=0
shrinkage=0.00196078


Tree=9062
num_leaves=31
num_cat=0
split_feature=1 123 44 4 9 4 475 3 40 13 9 13 147 151 48 0 4 0 159 4 402 402 402 13 133 43 42 129 1213 12
split_gain=0.137232 0.0368638 0.0317175 0.027514 0.0242579 0.0218771 0.0218632 0.021067 0.0199559 0.0265372 0.0229581 0.0193846 0.0183393 0.0269236 0.0293139 0.024765 0.0362333 0.0166791 0.0283153 0.0176363 0.0164147 0.0237457 0.0168034 0.0161844 0.0379462 0.0983992 0.0200921 0.0199884 0.0219154 0.0227267
threshold=0.11690500000000002 0.08128500000000001 1.0000000180025095e-35 0.024790000000000003 0.099965000000000012 0.27287000000000006 -0.065099999999999977 -0.049509999999999992 1.0000000180025095e-35 0.27266500000000005 0.081890000000000004 -0.17933499999999997 0.089810000000000015 0.050660000000000004 0.11951500000000001 -0.11991499999999998 0.11275500000000001 1.0000000180025095e-35 0.11109000000000001 0.62931500000000018 0.090075000000000002 0.10265000000000002 0.087450000000000014 0.038215000000000006 -0.0042999999999999991 0.18116500000000002 -0.079539999999999986 0.085550000000000015 0.084705000000000016 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 -3 -5 -2 9 10 11 -1 13 14 15 16 -8 18 19 -9 22 -22 23 26 25 -25 27 28 29 -13
right_child=4 5 -4 6 -6 -7 12 17 -10 -11 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0022778001936581411 0.003568675265408701 0.0030273451632529032 0.0073033172586292501 0.00077060486294393401 -0.00051362483733982753 -0.00053477637004107237 0.0086877115521296535 0.0022128577693700043 0.0012200641601035993 0.0076242496802782014 0.0072916293982416393 0.0041668982039589214 0.0014170258718409709 0.0073803266556933525 -0.00011001110367942602 0.0033347792824901983 0.0040694912788044003 -0.00015025138143553502 -0.0010736758636388309 0.0051045762593275867 0.0072294527318241993 0.0045824994605936807 0.0018066565666733118 -0.004189630893302993 0.0041013507377023672 0.0047354162523212534 0.0042146568818872019 0.0042533182372738211 0.0089660379220731553 0.0075666527918656357
leaf_weight=49 98 125 32 29 33 20 23 174 21 24 25 51 35 20 20 259 65 36 24 24 43 160 29 21 210 30 1288 98 23 32
leaf_count=49 98 125 32 29 33 20 23 174 21 24 25 51 35 20 20 259 65 36 24 24 43 160 29 21 210 30 1288 98 23 32
internal_value=0 0.0040876 0.00417456 0.00413538 0.00208008 0.00253602 0.00342659 0.00232051 0.00428731 0.00431823 0.0042797 0.00424268 0.00360911 0.00380736 0.00361265 0.00382721 0.00527653 0.00184639 0.00217018 0.00256337 0.00429118 0.00514318 0.00419412 0.00423362 0.00350714 0.0010604 0.0043607 0.00528279 0.00623456 0.00547765
internal_weight=0 2732 2587 2555 389 145 451 356 2104 2083 2059 2034 422 387 367 347 88 258 222 198 1985 203 1782 1753 261 51 1492 204 106 83
internal_count=3121 2732 2587 2555 389 145 451 356 2104 2083 2059 2034 422 387 367 347 88 258 222 198 1985 203 1782 1753 261 51 1492 204 106 83
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=31
num_cat=0
split_feature=1 123 44 2 47 149 150 4 3 151 0 1447 1212 160 2 1209 132 132 1204 130 130 47 156 0 0 0 1 4 42 1208
split_gain=0.111244 0.0348718 0.0257537 0.0218365 0.0215619 0.025318 0.0196978 0.0184823 0.0241094 0.0361291 0.0207189 0.039088 0.0260638 0.0251115 0.025592 0.021708 0.0296067 0.0447282 0.0417684 0.0212777 0.0209046 0.018476 0.0181555 0.0314875 0.0246921 0.0220383 0.0180261 0.0220657 0.0168934 0.0275079
threshold=0.11866500000000001 0.08128500000000001 1.0000000180025095e-35 0.10613000000000002 0.085505000000000012 0.081720000000000015 0.091105000000000005 -0.082249999999999976 0.092670000000000016 -0.00099499999999999979 -0.087414999999999979 -0.085804999999999979 0.089995000000000019 -0.014869999999999998 0.085155000000000022 0.083050000000000013 -0.083284999999999984 -0.0021499999999999996 -0.084344999999999989 0.085235000000000019 -1.0000000180025095e-35 0.11312500000000002 0.10339000000000002 0.024095000000000002 -0.13027499999999997 -0.10324499999999999 0.14262000000000002 0.057560000000000007 0.11387000000000001 0.099975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 22 -3 10 28 -10 -1 -12 13 14 -13 16 18 -18 -15 -17 -14 -5 23 24 -2 -26 27 -6 -9 -30
right_child=4 6 -4 21 26 -7 -8 8 9 -11 11 12 20 15 -16 19 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0055831913922387878 -0.00098186256001099549 0.0026711997190162679 0.0065729855788958964 0.0032241686540563593 0.0056115249664906199 0.0046797278686426585 -0.00055566424796945127 0.003835167692100325 0.0041515535791404549 -0.001394808324782745 -7.1938812140036714e-05 0.0086553590667554758 0.0044138684601680977 0.002572498247692628 0.0047922490194360632 0.008336325161887901 -0.001143993129953742 0.0037972479865890545 0.0083486065909504949 0.0038765066585256139 0.00077069239276978709 0.00018527464153954672 0.0036983133029108023 -0.0022608276696935779 0.0049111223948420961 0.0013121896494435771 0.00043457766031761744 0.0022959352635757106 0.0015923084027147016 0.00501142448047176
leaf_weight=107 40 135 32 423 34 20 22 1374 24 23 22 27 28 21 47 23 20 218 31 20 36 21 22 31 20 114 22 49 82 33
leaf_count=107 40 135 32 423 34 20 22 1374 24 23 22 27 28 21 47 23 20 218 31 20 36 21 22 31 20 114 22 49 82 33
internal_value=0 0.00366651 0.00375351 0.00371854 0.00177916 0.00126886 0.00221903 0.00385118 0.00366733 0.00143738 0.00432183 0.00404807 0.00424051 0.00453549 0.00620176 0.00416521 0.00385431 0.00338202 0.00601595 0.00626199 0.00236458 0.00308044 0.000968347 0.000675375 0.00119849 0.00184934 0.00297956 0.00365413 0.00373772 0.00257345
internal_weight=0 2769 2612 2580 352 247 157 2136 1536 47 600 493 471 407 74 333 290 238 52 43 64 444 227 205 174 134 105 83 1489 115
internal_count=3121 2769 2612 2580 352 247 157 2136 1536 47 600 493 471 407 74 333 290 238 52 43 64 444 227 205 174 134 105 83 1489 115
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 47 52 2 2 457 0 4 34 16 11 4 15 16 4 47 31 131 2 0 12 2 52
split_gain=4.79312 0.760269 0.482837 0.42994 0.265112 0.233277 0.177786 0.148808 0.148315 0.135404 0.115969 0.104928 0.101424 0.107462 0.100823 0.0976821 0.0840165 0.0836942 0.0647238 0.0868971 0.062901 0.0614386 0.0545454 0.0543254 0.0534436 0.0794762 0.0527533 0.0523724 0.0519084 0.051895
threshold=0.10508500000000001 -0.42635499999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.042705000000000007 0.092845000000000025 0.13082500000000002 1.0000000180025095e-35 0.11474000000000002 0.14285500000000004 0.29113500000000009 -0.07929499999999999 0.24564500000000003 -1.0000000180025095e-35 -0.14771999999999999 1.0000000180025095e-35 -0.49013999999999996 0.050935000000000008 0.11346000000000002 0.27834500000000006 0.090100000000000013 -0.077289999999999984 0.082750000000000004 0.31358000000000003 -0.060129999999999996 0.09320500000000001 0.099185000000000009 -0.43851499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 -5 11 14 -6 15 13 17 16 23 -8 -1 27 29 -7 -17 -3 -4 25 -13 -10 28 -15 -20
right_child=1 2 8 7 10 20 9 -9 26 -11 -12 24 -14 18 -16 21 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00044811578759902226 0.00043832975762342314 0.00021762994259403985 0.00016718637812451032 0.00039517940735226277 0.00038861574442416373 0.00023000544024179065 0.0004627649179276298 0.00023707178238706263 0.00033823200801527811 0.0004420585541205544 0.00023491151923058079 0.00010291211605031785 0.00030448462850615087 0.0005253599663099345 0.00025579093258677271 0.00027839228875082504 0.00035213988893979532 0.00051875611379927392 0.00042605968166132267 0.00043088010484900542 0.00037246155648022468 0.00017316678207077762 0.00030395942842515892 3.0896889955124545e-05 0.00018016879366911657 -4.0115820673093493e-05 0.00019752294617338953 0.00040046933892310836 0.00042755667672351847 0.00035806470037416248
leaf_weight=1247 66 191 22 37 77 26 34 60 20 113 25 59 21 54 32 32 118 68 63 344 22 64 33 23 20 20 21 38 34 137
leaf_count=1247 66 191 22 37 77 26 34 60 20 113 25 59 21 54 32 32 118 68 63 344 22 64 33 23 20 20 21 38 34 137
internal_value=0 0.000238469 0.000216737 0.00042531 0.00026808 0.000430588 0.000433408 0.000297381 0.000157172 0.000388634 0.000350943 0.000138553 0.000440037 0.000441471 0.000355825 0.000172907 0.000376885 0.000451769 0.000421259 0.000411984 0.000295298 0.000208242 0.000230348 9.75273e-05 8.9625e-05 6.67025e-05 0.000266162 0.000461303 0.000487572 0.000379483
internal_weight=0 673 607 2448 326 2351 2303 97 281 297 102 240 2006 1985 184 141 152 1315 670 544 48 96 224 45 99 79 41 126 88 200
internal_count=3121 673 607 2448 326 2351 2303 97 281 297 102 240 2006 1985 184 141 152 1315 670 544 48 96 224 45 99 79 41 126 88 200
is_linear=0
shrinkage=0.00196078


Tree=9065
num_leaves=31
num_cat=0
split_feature=1 4 399 2 15 3 0 43 96 457 133 151 42 1 1 123 15 11 2 4 3 4 4 52 4 3 0 43 400 4
split_gain=0.112636 0.0473342 0.0290876 0.0341989 0.0267984 0.0266865 0.0262718 0.0234038 0.0214228 0.0214855 0.0216069 0.0215952 0.0203859 0.0281764 0.0180439 0.0163987 0.0163754 0.0239894 0.0219679 0.0425552 0.0199758 0.0260784 0.0171062 0.0255433 0.0305404 0.0213904 0.0182572 0.0180216 0.03871 0.0211898
threshold=0.095950000000000021 -0.034939999999999992 1.0000000180025095e-35 0.13913500000000004 -0.079929999999999987 0.149315 -0.10474999999999998 -0.070064999999999975 0.088850000000000026 0.084840000000000013 0.089200000000000015 0.079100000000000018 0.12181500000000002 0.13968000000000003 0.10797500000000002 0.086935000000000026 -0.11033999999999998 0.086080000000000018 0.11362000000000001 -0.064804999999999988 -0.15956499999999998 -0.17966999999999997 0.0067750000000000006 -0.04127999999999999 0.056795000000000005 -0.00083499999999999991 -0.093584999999999988 0.062770000000000006 -0.064794999999999978 -0.090289999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 5 3 8 6 7 -5 -2 9 10 11 -3 13 -8 -9 -12 -1 18 20 -20 21 -18 27 24 -24 26 -25 -22 -29 -30
right_child=1 2 -4 4 -6 -7 12 14 -10 -11 15 -13 -14 -15 -16 -17 17 -19 19 -21 22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.0046826950673591553 0.0024529476259112248 0.0029448669537197533 -0.0015610171214740893 0.004259349361624724 -0.0022836315683089198 0.00049028510135637287 0.0015626597053628286 0.0041048812916826298 -0.00071439313294831665 0.00088243904474732146 -0.00061946804996515666 0.0061059513633549417 0.0031791678257286553 -0.0030184484180063014 0.0067271052743308251 0.0029142985816482301 0.0083730287278409709 0.00033276044941019448 -0.0016029661044567114 0.0032435018238946658 0.0039913401184054056 0.0037722113708566342 -0.0013286846888217109 0.0021355283565732629 0.0038270392327103761 0.0061417966163179911 0.004569970544495542 0.0069781564100412658 0.0049713735759723933 0.0017021474843332135
leaf_weight=183 67 358 22 24 25 24 29 115 20 62 29 23 20 25 34 24 22 21 21 132 1448 28 27 86 20 26 48 20 24 114
leaf_count=183 67 358 22 24 25 24 29 115 20 62 29 23 20 25 34 24 22 21 21 132 1448 28 27 86 20 26 48 20 24 114
internal_value=0 0.00245086 0.00201412 0.00213721 0.000638804 0.00365374 0.00138432 0.00400523 0.00249438 0.00262377 0.00287253 0.00313569 0.000451882 -0.000558224 0.00470324 0.000980728 0.00377657 0.00369516 0.00373019 0.0025783 0.00382479 0.00579657 0.00377041 0.00291482 0.00086524 0.00351688 0.00300757 0.00388069 0.00286659 0.00227071
internal_weight=0 901 661 639 123 240 98 216 516 496 434 381 74 54 149 53 2220 2037 2016 153 1863 50 1813 207 47 160 134 1606 158 138
internal_count=3121 901 661 639 123 240 98 216 516 496 434 381 74 54 149 53 2220 2037 2016 153 1863 50 1813 207 47 160 134 1606 158 138
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 15 1 41 3 1 12 49 39 47 4 3 1 1209 15 4 15 49 1 4 50 3
split_gain=8.64102 1.08941 1.00171 0.633182 0.546159 0.413241 0.399652 0.263604 0.317635 0.238919 0.221628 0.201527 0.14186 0.159563 0.149205 0.128966 0.126164 0.117703 0.131179 0.160522 0.103791 0.0914454 0.0774195 0.0753044 0.0725817 0.0654024 0.0641795 0.0639651 0.0626439 0.0577768
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.024640000000000006 0.09253500000000002 0.075585000000000013 -0.076514999999999986 0.10337500000000001 0.051320000000000005 -0.012034999999999999 0.096625000000000016 0.077555000000000013 -0.49013999999999996 0.090900000000000009 0.16175000000000003 0.086895000000000014 0.091295000000000015 -0.033174999999999989 -0.15914499999999995 -0.054319999999999993 0.12958500000000003 0.0061450000000000003 0.041865000000000006 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 15 7 9 -3 26 12 -4 22 14 17 -1 -2 23 18 -14 -20 28 24 -11 -10 -16 -12 -9 -26 -7 -25
right_child=1 5 10 -5 -6 20 -8 8 16 11 25 -13 13 -15 21 -17 -18 -19 19 -21 -22 -23 -24 29 27 -27 -28 -29 -30 -31
leaf_value=0.0004291825890541077 0.00037069272816035091 0.00019202047123518937 0.00051607454500151445 0.00034429968742568506 0.00029631664942669675 0.00013282786477058329 0.00038717123575705462 0.00054445061069015083 0.0004087438690178382 0.00061195611643649085 0.00038096295523585059 0.00072905528761250645 0.00062870059892827389 0.00036710779662296197 0.00067369594043042481 0.00054441988611084115 0.00016798413141261241 0.00060699740693299681 0.00053056753783194252 0.00040162692844770308 1.2686163061807136e-05 0.00045530934071117871 0.00057785675019378824 0.00031841889784230484 0.00059119291572454615 0.0002665853106121127 0.00039097958700914009 0.00054520406488385987 0.000256628256603252 0.00022869302606765593
leaf_weight=25 20 90 34 45 74 55 41 22 23 618 40 47 40 21 35 92 31 85 212 45 21 21 437 77 604 37 20 144 22 43
leaf_count=25 20 90 34 45 74 55 41 22 23 618 40 47 40 21 35 92 31 85 212 45 21 21 437 77 604 37 20 144 22 43
internal_value=0 0.000302857 0.000566361 0.000574715 0.000427032 0.000245688 0.000579081 0.000281177 0.000318325 0.000582452 0.000384223 0.000603428 0.00056369 0.000533513 0.00057836 0.000513397 0.000281383 0.000542661 0.000524248 0.00050799 0.000134875 0.000582998 0.000597832 0.000305966 0.000586423 0.000326002 0.000471369 0.000582339 0.000168199 0.000286267
internal_weight=0 590 2531 2420 186 404 2375 306 216 2334 111 1102 1232 403 829 112 174 382 297 257 98 804 1055 143 783 77 42 748 77 120
internal_count=3121 590 2531 2420 186 404 2375 306 216 2334 111 1102 1232 403 829 112 174 382 297 257 98 804 1055 143 783 77 42 748 77 120
is_linear=0
shrinkage=0.00196078


Tree=9067
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 2 42 14 11 11 4 1 13 39 3 52 39 47 1 4 1 2 12 1 481 3
split_gain=7.47422 1.24722 0.76735 0.678362 0.525209 0.378002 0.335471 0.288807 0.222183 0.155997 0.147834 0.136393 0.117656 0.0978669 0.0945466 0.0991208 0.0832654 0.0916254 0.0787008 0.0972079 0.0769336 0.0717295 0.0700048 0.0691239 0.0796166 0.0686124 0.0585335 0.0530518 0.0523841 0.0512036
threshold=0.10508500000000001 -0.40306999999999998 0.13657000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.17025000000000004 -0.0060199999999999993 0.062655000000000016 1.0000000180025095e-35 0.095165000000000013 -0.17966999999999997 0.12337000000000002 -0.016469999999999995 0.093755000000000019 -0.11171999999999999 -0.034054999999999995 0.08456000000000001 0.090100000000000013 0.091195000000000012 -0.0073899999999999999 0.086920000000000011 -0.0091949999999999983 0.095780000000000018 0.11453000000000001 -0.00058999999999999992 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 8 27 11 16 -5 22 18 -14 -3 21 -4 -18 19 -10 -12 -16 -1 28 26 -22 -25 -6 -20 -29
right_child=1 2 9 10 7 -7 -8 -9 12 -11 20 -13 13 -15 15 -17 17 -19 23 -21 25 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00056835815076752491 0.00054492488835119481 0.00040287804745492482 0.00015921220492164773 0.0005187302900879991 0.00055470007435217794 0.00037250011950865194 0.00031769745222298928 0.00028587731122355466 0.00033834754251966289 6.9229253859375833e-05 0.00023179518506296124 0.00065839483011755377 0.00063459715649278041 0.00047716205026589187 0.00027380761347746489 0.00020741081968392297 0.00034979362287284699 0.0001746074620255812 0.00061482177679926466 0.00051062280546353904 0.00028568522771603032 0.0003759676744898688 0.00053009141210811923 0.00053339771933434102 0.00039891258151120146 0.00042823395050520713 0.00047718094482395449 0.00037847222520315016 0.00053452229374765527 0.00050387041128413122
leaf_weight=1117 74 21 72 22 32 48 24 38 20 49 20 59 63 20 179 79 24 22 34 34 21 31 220 187 26 34 115 21 384 31
leaf_count=1117 74 21 72 22 32 48 24 38 20 49 20 59 63 20 179 79 24 22 34 34 21 31 220 187 26 34 115 21 384 31
internal_value=0 0.00030477 0.000275102 0.000538087 0.000318736 0.000544717 0.000548307 0.000427718 0.000550735 0.000162227 0.000377395 0.000566133 0.000526392 0.000596661 0.000275847 0.000266616 0.000200845 0.000266009 0.000519102 0.000446817 0.000335937 0.000288888 0.000562061 0.000524334 0.000503027 0.000373806 0.000511991 0.000491885 0.000541054 0.000453229
internal_weight=0 673 599 2448 432 2351 2303 122 2279 167 97 1396 883 83 310 289 118 46 800 54 75 210 1337 746 328 55 302 84 418 52
internal_count=3121 673 599 2448 432 2351 2303 122 2279 167 97 1396 883 83 310 289 118 46 800 54 75 210 1337 746 328 55 302 84 418 52
is_linear=0
shrinkage=0.00196078


Tree=9068
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 14 4 0 2 4 0 52 150 0 156 16 10 2 48 394 4 0 16 160 3 15 157
split_gain=5.26284 0.923294 0.526446 0.431138 0.298219 0.254074 0.178437 0.178261 0.178166 0.154253 0.164266 0.133614 0.132223 0.103327 0.0973924 0.134028 0.0731112 0.0716219 0.0658211 0.0610952 0.0608915 0.0604598 0.0596286 0.0591895 0.0504897 0.050174 0.0494328 0.0517365 0.0480016 0.0462034
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.27834500000000006 0.092845000000000025 0.062655000000000016 0.0061450000000000003 -0.11173999999999999 0.14285500000000004 0.27834500000000006 -0.079119999999999982 1.0000000180025095e-35 0.09487000000000001 -0.15599999999999997 -0.0071349999999999998 -0.040964999999999994 -1.0000000180025095e-35 0.10467500000000002 0.093265000000000015 -0.078674999999999981 -0.50052499999999989 -0.060129999999999996 0.11346000000000002 -0.067824999999999983 -0.0025099999999999996 -0.079929999999999987 -0.23976499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 8 11 -4 -5 9 10 16 12 -3 29 15 -11 -1 -15 -7 -2 -21 22 -19 -24 -25 -6 -14 -28 -16 -12
right_child=1 5 6 7 25 18 -8 -9 -10 14 13 -13 26 17 28 -17 -18 21 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00042094906428518823 0.0001963214877133186 0.0002846890649912438 0.00044517155318081291 0.00043675471368681584 0.00025389367211638175 0.00023840004129641756 0.00028917917815363744 0.00026257197341760159 0.00055700314929491446 0.00041728784350663939 0.00040493947910327538 9.948096190729278e-05 0.00023505021258235891 0.0005334889594496799 0.0005000166212189845 0.00024886187850771581 0.00027980325885080534 0.0003496458364294513 0.00038518842912333855 0.00036595522188672834 0.00026723207881144051 0.0003706392765838225 0.00050818893839331229 0.00046121219149349767 0.00041115766661424264 0.00038112437372459445 0.00018257718991447012 8.2212836999793115e-05 0.00042712828692267923 0.00048853881427827616
leaf_weight=43 39 43 130 37 26 23 36 58 84 198 26 97 23 42 79 20 21 20 24 28 169 35 79 344 100 22 39 40 62 1134
leaf_count=43 39 43 130 37 26 23 36 58 84 198 26 97 23 42 79 20 21 20 24 28 169 35 79 344 100 22 39 40 62 1134
internal_value=0 0.000265966 0.000326737 0.000459896 0.000465164 0.000181433 0.000411342 0.000330412 0.000468374 0.000464995 0.000472234 0.000155812 0.000193495 0.000475743 0.000427809 0.000401836 0.000374636 0.000455309 0.000313356 0.000267227 0.000281264 0.000449628 0.000454719 0.000458737 0.000449939 0.000312208 0.000155051 0.00013176 0.000467966 0.000486665
internal_weight=0 691 402 2430 2335 289 166 95 2287 2203 1844 242 145 1780 359 218 64 620 47 236 197 578 543 523 444 48 102 79 141 1160
internal_count=3121 691 402 2430 2335 289 166 95 2287 2203 1844 242 145 1780 359 218 64 620 47 236 197 578 543 523 444 48 102 79 141 1160
is_linear=0
shrinkage=0.00196078


Tree=9069
num_leaves=31
num_cat=0
split_feature=1 155 2 2 3 42 13 14 13 0 2 0 1 40 48 4 43 49 3 10 3 4 2 43 1212 1212 12 12 131 15
split_gain=0.175227 0.0505541 0.0353316 0.0603756 0.0374214 0.0272407 0.0378471 0.0294008 0.0226019 0.0201046 0.0197894 0.0180524 0.0241794 0.0178423 0.0170074 0.0182522 0.0258358 0.0164492 0.0184709 0.0164786 0.0154272 0.0182048 0.0227458 0.0146271 0.0299451 0.032238 0.0316154 0.0277474 0.0203478 0.0170785
threshold=0.10124500000000002 0.11245500000000001 0.10252500000000002 -1.0000000180025095e-35 -0.13309499999999996 -0.019989999999999997 -0.011914999999999999 -0.072219999999999993 -0.0075049999999999987 0.18019500000000002 0.31358000000000003 -0.036484999999999997 0.13534000000000004 -1.0000000180025095e-35 0.14093000000000003 0.024790000000000003 -0.078469999999999984 0.12497000000000001 -0.07359499999999998 -0.012544999999999999 0.090900000000000009 -0.031404999999999995 0.10005000000000001 0.0034250000000000005 -0.040879999999999993 -0.42670499999999995 0.08598500000000002 0.088930000000000023 0.023795 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -4 10 -8 13 17 11 12 -7 -6 15 16 -9 19 -19 -1 23 22 -22 24 25 -21 -27 -28 29 -25
right_child=1 -3 5 -5 8 6 7 14 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=0.0021883088802159938 0.0051292272766345539 0.0054717052388723736 -0.00068620625883340834 0.0048006578202962136 0.0029242504290199248 0.0020477374061911024 0.0057771853692094354 0.0024020640793341128 -0.0017745505182326518 0.0018971442960069647 -0.0016751805786043407 0.0043966993415129503 -0.00063436297585870674 3.6025451263412835e-05 1.3256315252788009e-05 0.0021437129741672025 0.0073680936702294284 0.004856949777663308 0.0018408643966540694 0.0037048505555669015 0.0059731066116087495 0.0019438022578304463 0.0021139539205857244 0.0058159224391776199 0.0047477033151167572 0.0097614245365976408 0.00313148636857725 0.0077163269757434278 0.0069700918868184098 0.0037839866994603443
leaf_weight=27 29 66 35 152 55 118 38 22 22 28 20 21 47 35 21 72 20 37 45 33 42 44 24 47 1562 34 22 33 25 345
leaf_count=27 29 66 35 152 55 118 38 22 22 28 20 21 47 35 21 72 20 37 45 33 42 44 24 47 1562 34 22 33 25 345
internal_value=0 0.00282488 0.00257779 0.0034181 0.00192767 0.00198308 0.00222958 0.00332003 0.0010987 0.00456071 0.00131381 0.00163521 0.00128375 0.00180105 0.00262839 0.00311013 0.00476684 0.00459286 0.00320178 0.00464383 0.00467381 0.00351939 0.00456978 0.00473425 0.00486555 0.00637443 0.00736427 0.00588239 0.00420402 0.00402761
internal_weight=0 773 707 293 141 414 379 173 112 2348 206 186 165 90 135 114 42 2320 82 2238 2211 110 66 2101 1684 122 89 55 417 392
internal_count=3121 773 707 293 141 414 379 173 112 2348 206 186 165 90 135 114 42 2320 82 2238 2211 110 66 2101 1684 122 89 55 417 392
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=31
num_cat=0
split_feature=1 155 2 2 3 45 3 123 12 1 123 484 1 51 2 39 12 43 133 484 14 2 52 1 48 1446 3 52 133 133
split_gain=0.141934 0.0409488 0.0286186 0.0489042 0.0303114 0.0232267 0.0207745 0.018678 0.0184816 0.01772 0.0173544 0.019292 0.0190592 0.0335198 0.0169684 0.0171952 0.027173 0.0216468 0.0169033 0.0220526 0.0164879 0.0155255 0.0153441 0.0173516 0.0148134 0.0219896 0.0215236 0.0184957 0.0169207 0.0224159
threshold=0.10124500000000002 0.11245500000000001 0.10252500000000002 -1.0000000180025095e-35 -0.13309499999999996 0.10526500000000001 0.42240500000000009 0.092645000000000019 -0.077884999999999996 0.10439500000000002 0.11679000000000002 -0.070054999999999992 0.13869000000000004 0.11548000000000001 0.14122000000000004 -0.0091949999999999983 0.11734000000000001 0.042785000000000004 -1.0000000180025095e-35 0.093765000000000015 0.062655000000000016 -0.090999999999999984 -0.049749999999999996 0.10937500000000001 0.093265000000000015 0.097670000000000021 -0.079379999999999992 0.13140000000000004 -0.0081349999999999981 0.082925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 9 14 22 -4 11 -11 13 18 15 -1 20 -18 -13 -20 21 -17 23 -6 25 28 -27 -26 -23 -30
right_child=1 -3 5 -5 8 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 24 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.0070152611870850845 0.0046163045909609008 0.0049245346993495448 -0.00084735984661771604 0.0043205919939665414 0.0022606408068289361 0.004678264128877065 -0.0012587952640994143 0.0010617050812288652 -0.0016093543466095897 -0.00068592024525225342 -0.00051866967114619909 0.0004672455854903858 0.00054030526643668482 0.0066619578038807957 0.0021144133572262233 0.0014296320921164893 -0.00075005789753049615 0.0037044770414164912 0.0023740393371199167 0.0056805081989454191 0.0055635428151747752 0.0046174956650607757 0.0028453296551560927 -0.0018044944902482843 0.0037298409174480992 0.0081362424896464555 0.0045022498982665964 0.00092092034174129367 0.0034978009183747162 0.0043408635875446062
leaf_weight=21 29 66 24 152 21 26 24 20 22 22 26 38 47 20 41 21 20 24 164 23 84 596 48 21 144 28 39 28 560 722
leaf_count=21 29 66 24 152 21 26 24 20 22 22 26 38 47 20 41 21 20 24 164 23 84 596 48 21 144 28 39 28 560 722
internal_value=0 0.00254239 0.00232001 0.00307629 0.00173491 0.00178477 0.00159088 0.00410464 0.000988831 0.00177877 0.00196414 0.00216972 0.00238487 0.00273873 0.00413078 0.00416693 0.00414053 0.00167969 0.00239 0.00278072 0.00418926 0.00413527 0.00162394 0.000228073 0.00416211 0.00424077 0.00602093 0.00327257 0.00417726 0.0039726
internal_weight=0 773 707 293 141 414 388 2348 112 364 340 314 292 245 2328 2287 2266 44 225 187 2222 2138 90 42 2117 1945 67 172 1878 1282
internal_count=3121 773 707 293 141 414 388 2348 112 364 340 314 292 245 2328 2287 2266 44 225 187 2222 2138 90 42 2117 1945 67 172 1878 1282
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 12 13 13 374 51 52 15 3 41 43 13 39 39 4 16 484 52 2 15 13 16 12 16 3 0
split_gain=0.114967 0.0348908 0.0267717 0.0413999 0.0252414 0.0239186 0.0211613 0.0264631 0.0206667 0.0190591 0.0242202 0.020021 0.0188268 0.0180172 0.0172881 0.0327303 0.0654863 0.0240942 0.0162027 0.0216889 0.0172645 0.0158533 0.0195038 0.0179076 0.0158388 0.0155946 0.019426 0.0193046 0.0176318 0.0211476
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.092465000000000006 0.11596500000000001 -0.0044799999999999987 0.089535000000000017 -0.086719999999999978 -0.057699999999999994 -0.049819999999999996 0.13524500000000003 0.082735000000000017 -0.081944999999999976 -0.39067499999999994 0.084780000000000008 0.095830000000000012 0.042705000000000007 -0.44310499999999992 -0.0082299999999999995 -0.10286999999999999 0.085855000000000015 -0.03241999999999999 -0.0075049999999999987 -0.11118499999999999 0.080890000000000017 -0.16927999999999996 0.10299500000000002 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 3 4 -3 -5 7 8 13 -9 -11 12 -12 14 -4 -16 -17 -18 25 -20 -21 -22 -23 -24 -6 26 -1 -28 -27 -30
right_child=1 2 6 5 24 -7 -8 9 -10 10 11 -13 -14 -15 15 16 17 -19 19 20 21 22 23 -25 -26 28 27 -29 29 -31
leaf_value=0.0073096749587700923 0.0042935938120652467 0.0041546741002721002 0.0025952606980178144 0.0061150958606352411 0.0014611004112305604 0.0032149323967141322 -0.0006281753821531311 -3.6683816870208832e-05 0.0041936255898326639 0.005943233067928641 0.0047070914423270362 0.00059509407061234334 0.0010935123810278519 0.0030568498145458443 0.0013213154772704705 -0.0064395263511687522 0.0025121883926913142 -0.0020824930541926906 0.0041946865094359964 0.004026933372864183 0.0035221034961622263 0.0035800079146705182 0.0013633666445671492 -0.0020406457877834329 -0.0015646015738391063 0.0037722024066711539 0.001955787354597339 0.0050796583873012127 -0.00064912761066807437 0.0039495202840771531
leaf_weight=26 78 29 31 39 81 105 40 20 20 27 46 34 21 31 83 20 25 21 108 53 46 29 68 20 22 1857 27 74 20 20
leaf_count=26 78 29 31 39 81 105 40 20 20 27 46 34 21 31 83 20 25 21 108 53 46 29 68 20 22 1857 27 74 20 20
internal_value=0 0.00228815 0.00206308 0.00282779 0.00154859 0.00400039 0.00155935 0.00179023 0.00112138 0.00283417 0.00328274 0.00257152 0.00357448 0.000830173 0.000446689 -3.2877e-07 -0.0016624 0.000414616 0.00369418 0.00303761 0.00245908 0.00194928 0.00133091 0.000589727 0.000814834 0.00379928 0.00487207 0.00424456 0.00372746 0.0016502
internal_weight=0 773 695 276 132 144 419 379 231 148 128 101 67 211 180 149 66 46 2348 324 216 163 117 88 103 2024 127 101 1897 40
internal_count=3121 773 695 276 132 144 419 379 231 148 128 101 67 211 180 149 66 46 2348 324 216 163 117 88 103 2024 127 101 1897 40
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 47 1 12 11 12 4 2 4 12 12 3 4 52 52 2 132 1 52 160 3 16 475 4 483 16
split_gain=10.9707 2.05444 1.33589 0.862221 0.708318 0.386715 0.36411 0.351001 0.30619 0.242721 0.236614 0.225291 0.18728 0.179038 0.171802 0.166266 0.133864 0.136891 0.134341 0.131822 0.123719 0.117057 0.102741 0.0961852 0.102251 0.0905514 0.0805151 0.0731277 0.0729563 0.0703022
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.099515000000000006 0.088365000000000013 0.13082500000000002 0.089770000000000016 0.087005000000000013 1.0000000180025095e-35 0.080890000000000017 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.09320500000000001 0.13597000000000004 -0.012939999999999998 -0.49013999999999996 -1.0000000180025095e-35 -0.099454999999999974 0.088850000000000012 0.083835000000000007 0.15799000000000005 0.12492500000000002 -0.067824999999999983 -0.010424999999999999 0.061255000000000011 -0.066784999999999983 -0.0070899999999999991 0.085510000000000017 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 22 11 8 15 19 16 27 12 -4 25 26 -8 -5 18 -18 -1 21 -13 28 -14 -25 -10 -11 -6 -3 -28
right_child=1 2 5 9 10 -7 7 -9 13 14 -12 20 23 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.000706851202382073 0.00067182887840634589 0.00035089684009719679 0.00039002473661352966 0.00066236673324715858 0.00070709394824271102 0.00043947575159793373 0.00039984778587834216 0.0006678140861165828 0.00081335185747854523 0.00071644299200517329 0.00041977133277767135 0.000161492213344987 0.00034186264304706201 0.00064803542678847027 0.00048005582362997765 0.00058058086445563525 0.00050566092209742804 0.00055113868412699502 0.00028593100972619713 0.00066866921505217799 0.00029018586588219975 -1.2088262695161734e-05 0.00050672119419002616 0.00028327347450506161 0.00013957455022665401 0.00096991477643742282 0.00064948309431090291 0.00057955309539949864 0.00046121429309226448 0.00058619424180441715
leaf_weight=960 90 203 39 20 25 37 28 243 49 39 32 59 23 20 31 65 23 55 20 545 20 20 21 32 47 20 151 56 26 122
leaf_count=960 90 203 39 20 25 37 28 243 49 39 32 59 23 20 31 65 23 55 20 545 20 20 21 32 47 20 151 56 26 122
internal_value=0 0.000394443 0.000355436 0.00066907 0.000433691 0.000252885 0.000687268 0.000628608 0.000699633 0.000592884 0.000562522 0.000224119 0.000274458 0.000811385 0.000619273 0.000526167 0.000516176 0.000486341 0.000403461 0.000693025 0.000152424 0.000117548 0.000375459 0.000230271 0.000197782 0.000858732 0.000633106 0.000618918 0.000363422 0.0006212
internal_weight=0 730 640 2391 363 277 1930 336 1594 461 113 240 141 89 343 93 118 98 43 1505 99 79 250 102 79 69 312 81 229 273
internal_count=3121 730 640 2391 363 277 1930 336 1594 461 113 240 141 89 343 93 118 98 43 1505 99 79 250 102 79 69 312 81 229 273
is_linear=0
shrinkage=0.00196078


Tree=9073
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 0 15 150 4 49 50 1 1 40 1 4 0 1 42 49 15 48 3
split_gain=14.7216 2.25149 1.2344 1.16296 0.729872 0.666737 0.546398 0.466628 0.44156 0.370325 0.367755 0.252012 0.248718 0.360048 0.232058 0.223763 0.195001 0.188026 0.18695 0.14688 0.143601 0.139814 0.134093 0.16517 0.130975 0.116498 0.104081 0.101125 0.109184 0.0939182
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14285500000000004 -0.062539999999999984 -0.10607499999999999 -0.10469999999999999 1.0000000180025095e-35 0.018150000000000003 -0.054984999999999992 0.041865000000000006 0.083345000000000016 0.076935000000000017 -0.077714999999999992 0.13075500000000004 -0.55119499999999988 -0.079119999999999982 0.12958500000000003 0.09832500000000001 -0.070909999999999987 -0.41396999999999995 0.087310000000000013 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 20 12 24 -4 14 -10 13 -1 19 22 -2 27 -15 -7 -3 -5 -14 -24 -8 29 -20 -6 -29 -13
right_child=1 4 9 21 17 10 8 -9 11 -11 -12 25 15 18 -16 -17 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00081998648280216975 0.00051915917834560786 0.00033805254989824492 0.00069485857348025462 0.00044494424855300024 0.00023460464880746952 0.00069748267539932677 0.0006641927113995008 0.00092260184302787656 0.00058538972029923959 0.00044093808290249199 0.00050704798311399651 0.00041462199927357025 0.00092997440467331295 0.00071617623631312858 0.00053337133810425004 0.00067744112157613879 0.00071611694521927951 0.00034624878331164787 0.00065022171712389183 0.00078676628839710486 0.00018624983810564029 0.00026786645031321089 0.00078755085332012206 0.00074095614936351654 0.00046422165471549125 0.00023564787663738518 0.0004709627922011215 1.7574153180528925e-05 0.00020460732101639306 0.00029914842185104851
leaf_weight=51 23 46 34 60 36 308 34 76 22 63 39 101 22 40 28 90 121 26 20 92 50 24 1161 391 20 24 33 28 21 37
leaf_count=51 23 46 34 60 36 308 34 76 22 63 39 101 22 40 28 90 121 26 20 92 50 24 1161 391 20 24 33 28 21 37
internal_value=0 0.000419261 0.000746708 0.000577703 0.000338082 0.000755651 0.00038386 0.000772091 0.000434229 0.000529941 0.000689329 0.000388475 0.000765764 0.000687587 0.000705938 0.00077253 0.000684658 0.000200334 0.000614981 0.000718018 0.000258989 0.000394351 0.000777967 0.000775812 0.000590129 0.000361734 0.000538608 0.000155701 9.77312e-05 0.000383662
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 184 1808 144 428 1664 144 111 93 400 96 84 1574 1552 54 162 53 85 49 138
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 184 1808 144 428 1664 144 111 93 400 96 84 1574 1552 54 162 53 85 49 138
is_linear=0
shrinkage=0.00196078


Tree=9074
num_leaves=31
num_cat=0
split_feature=1 3 12 4 15 151 4 12 40 12 51 2 43 374 40 12 16 4 394 3 3 1 158 156 156 51 4 51 3 159
split_gain=0.174978 0.0368158 0.0283703 0.0305549 0.0308631 0.0224227 0.0217224 0.0212142 0.044839 0.0201986 0.0194298 0.0186024 0.0163418 0.0249534 0.0167778 0.0161045 0.0154946 0.0187803 0.0190854 0.0199473 0.0198589 0.015117 0.0144649 0.0167185 0.0387461 0.0381889 0.0316104 0.0285572 0.0235122 0.0212314
threshold=0.10337500000000001 0.31299000000000005 -1.0000000180025095e-35 0.024790000000000003 -0.0088349999999999974 1.0000000180025095e-35 0.40124500000000002 -0.10022999999999999 -0.063404999999999989 -0.42850999999999995 -0.11063499999999998 0.092235000000000025 -0.072864999999999985 0.086450000000000013 -0.08440499999999998 0.10711000000000002 -0.45661999999999997 0.057560000000000007 -0.08151499999999999 -0.14186499999999996 -0.10831999999999999 0.14173500000000003 0.085030000000000008 0.087205000000000019 0.085835000000000009 -0.13782999999999998 -0.016304999999999997 -0.092264999999999986 -0.082094999999999987 0.11109000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 10 5 15 11 -2 12 -3 -4 22 13 14 -9 -5 -13 18 -18 -20 -21 -11 23 24 27 -25 -27 -1 -28 -29
right_child=1 9 3 4 -6 -7 -8 8 -10 21 -12 16 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 25 -26 26 28 29 -30 -31
leaf_value=0.0012627613819204272 0.0048809120020292624 0.003030720637761988 0.0070493642401953166 0.0033348157406193502 -0.00042454767196128772 0.0060434508903805789 0.0013180166424717754 0.0013439519190663904 -0.0010009279267309311 0.0010772491227676669 0.0040585507446931762 0.0055701630239127558 0.0051505279461187981 -0.00090951149415394129 0.0040730011977721005 0.0012160338404404079 0.0011377524514682592 0.0028153248142248756 0.0058760947912283572 0.0011935241511863476 0.0041997066365720695 -0.0018884441934060307 0.0055929482985188125 0.0066994210414122795 0.0082452601601835356 5.7286413052239486e-05 0.0028822697380868102 0.0047307739411681614 0.0066001099195670005 0.0014455801976146177
leaf_weight=25 23 35 26 142 27 24 22 41 47 55 132 64 21 22 50 48 20 122 69 23 493 25 154 32 30 31 75 1201 22 20
leaf_count=25 23 35 26 142 27 24 22 41 47 55 132 64 21 22 50 48 20 122 69 23 493 25 154 32 30 31 75 1201 22 20
internal_value=0 0.00266677 0.00297948 0.00346994 0.00276138 0.00316335 0.00444586 0.0020202 0.00165669 0.00102707 0.00455071 0.00447476 0.00258884 0.00211277 0.00284343 0.00279954 0.00407847 0.00394715 0.00417539 0.00427924 0.00406571 0.00015047 0.00467191 0.00457314 0.00469396 0.00360956 0.0028371 0.00460846 0.00372549 0.00467696
internal_weight=0 718 603 399 241 214 2403 204 181 115 158 2381 134 113 91 190 791 727 605 585 516 80 1590 1436 1276 160 128 1246 97 1221
internal_count=3121 718 603 399 241 214 2403 204 181 115 158 2381 134 113 91 190 791 727 605 585 516 80 1590 1436 1276 160 128 1246 97 1221
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=31
num_cat=0
split_feature=1 4 2 159 48 133 10 0 51 156 13 15 133 3 474 160 456 160 1455 1453 480 3 4 160 11 11 50 15 51 16
split_gain=0.142542 0.0369621 0.0316553 0.0249888 0.0239382 0.0224075 0.0216853 0.0197543 0.018892 0.0184349 0.0257828 0.0204097 0.0235565 0.0223173 0.0201654 0.0201417 0.0193644 0.0174437 0.0154351 0.0242966 0.015935 0.0368635 0.0151937 0.0196053 0.0360446 0.0295617 0.0218695 0.0318925 0.0265862 0.024578
threshold=0.10124500000000002 -0.39518999999999993 0.25063000000000007 -0.43709499999999996 -0.079469999999999985 -0.24227499999999996 -0.40134499999999995 0.22582000000000002 -0.41109999999999997 0.10339000000000002 -0.011914999999999999 -0.015744999999999999 -1.0000000180025095e-35 0.11658 0.096435000000000007 -0.24205499999999996 0.089955000000000021 0.097500000000000017 -0.23681499999999997 -0.13306499999999996 -0.080264999999999989 -0.082794999999999994 0.042705000000000007 -0.55248999999999981 1.0000000180025095e-35 0.080150000000000013 0.11875500000000001 -0.0079099999999999986 0.13995500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -4 18 -7 11 14 12 -10 -13 -11 -14 17 -17 -1 -20 21 -21 23 -22 26 -26 29 28 -28 -25
right_child=1 2 6 4 5 8 -8 -9 9 10 -12 13 15 -15 -16 16 -18 -19 19 20 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0059706770644591357 0.0045191997054737443 0.0056442998997543172 0.0015420319495855698 0.0051455102574046972 0.005024632028093598 0.0043085694929365726 -0.0027692802553065123 0.00089129650848917663 -0.00011033372506879423 0.0042426523065105795 0.0064578450936824093 0.0014403830678455288 0.0050906046764398723 -0.0022250166498661902 -0.00019415403949096799 0.0020163072636269295 -0.00083627343622290286 0.0048234918343951 0.00054291891690809284 0.0085717288414016365 0.0010678773302407493 0.003446765536500607 0.0033483136928975097 0.0043040378943797085 0.0088332178692022961 0.004930259909841867 0.00604494073757388 0.00015822247934660743 0.0013056636392138898 0.0033461173756419355
leaf_weight=41 78 23 28 28 26 34 20 20 49 21 20 46 23 26 20 285 22 24 20 25 21 32 307 1369 27 69 29 35 20 333
leaf_count=41 78 23 28 28 26 34 20 20 49 21 20 46 23 26 20 285 22 24 20 25 21 32 307 1369 27 69 29 35 20 333
internal_value=0 0.00245509 0.00222343 0.00240725 0.00228794 0.00215369 -0.000254348 0.00402068 0.00202274 0.00187774 0.00351425 0.00166757 0.00194464 0.000116767 0.00207836 0.00222909 0.00203025 0.00223434 0.00404756 0.00401309 0.0040437 0.00569456 0.00400112 0.00410644 0.00414034 0.00602797 0.00403888 0.00246374 0.00411054 0.00411662
internal_weight=0 773 695 647 624 596 48 2348 570 536 61 475 403 72 41 354 331 309 2328 2287 2267 57 2210 1903 1882 96 1786 84 49 1702
internal_count=3121 773 695 647 624 596 48 2348 570 536 61 475 403 72 41 354 331 309 2328 2287 2267 57 2210 1903 1882 96 1786 84 49 1702
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=31
num_cat=0
split_feature=4 2 1 457 2 40 48 3 43 43 48 43 1 0 34 159 131 1 48 52 14 16 15 149 0 4 15 15 13 48
split_gain=0.118548 0.0467895 0.0339744 0.0344321 0.0284496 0.0237585 0.0233456 0.0191328 0.0209616 0.0309169 0.0304435 0.0236347 0.0240038 0.0186354 0.0213351 0.0241042 0.0243156 0.0172243 0.0181379 0.0169945 0.0261891 0.0237837 0.0360557 0.0300943 0.0236977 0.0228417 0.0194161 0.0169415 0.0167868 0.0165849
threshold=0.26450500000000005 0.17025000000000004 0.091195000000000012 0.079590000000000008 0.25063000000000007 0.051255000000000002 -0.072824999999999987 0.14121000000000003 -0.03898999999999999 -0.053764999999999993 0.091035000000000019 -0.011694999999999999 0.093400000000000025 -0.10224499999999999 -1.0000000180025095e-35 0.10333000000000002 0.090150000000000022 0.10060500000000001 0.085485000000000019 -0.068719999999999989 -0.10708499999999999 -0.42170999999999997 -0.41942499999999994 0.07770500000000001 -0.036484999999999997 0.36766000000000004 -0.56368999999999991 -0.15914499999999995 -0.41572999999999993 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 5 19 6 -4 8 9 13 11 -10 -13 -8 -15 16 -16 -5 -19 -2 24 23 -23 25 -21 -22 -27 -1 -28 -29
right_child=4 -3 3 17 -6 -7 7 -9 10 -11 -12 12 -14 14 15 -17 -18 18 -20 20 21 22 -24 -25 -26 26 28 29 -30 -31
leaf_value=0.0053592608927147019 -0.00023809462320059538 -0.00024010644181433956 0.0066092918050431083 0.0030488330630525466 -0.0016966233941881608 -0.00016959661385044456 0.00099027135422349801 0.0014590321335292953 0.0068141746707260616 -0.0010116639349143951 0.0064045127150085248 0.00060328289997414698 0.0036812537594643376 0.00066673082959217331 0.0060396030558413777 0.00090234377809489765 0.0033808401033842972 -0.0019835221522953362 0.0015655337664712634 0.0024700432932243136 0.0039385923104222264 -0.0035932448599487543 0.0017876337820339498 0.005459586516008131 0.0065746755085208212 0.0037913390192746499 -0.001755710954413466 0.0038008416909771931 0.0012172837973435605 0.0028051712355935143
leaf_weight=64 35 33 21 31 24 20 36 56 20 20 45 30 163 24 53 24 98 24 36 39 37 20 33 24 22 24 23 1748 109 185
leaf_count=64 35 33 21 31 24 20 36 56 20 20 45 30 163 24 53 24 98 24 36 39 37 20 33 24 22 24 23 1748 109 185
internal_value=0 0.00350253 0.0035483 0.00294936 0.00163872 0.00322006 0.00333496 0.00321411 0.0034057 0.00276273 0.0040412 0.00354191 0.00320281 0.00308395 0.00346271 0.00384616 0.00431405 0.00113482 0.000145911 0.00185743 0.00207902 0.00165622 -0.000242886 0.00212006 0.0039504 0.00170478 0.00117497 0.00375855 0.000699262 0.00370555
internal_weight=0 2731 2698 701 390 610 590 569 513 255 258 213 193 235 199 175 151 91 60 366 331 270 53 217 61 193 156 1997 132 1933
internal_count=3121 2731 2698 701 390 610 590 569 513 255 258 213 193 235 199 175 151 91 60 366 331 270 53 217 61 193 156 1997 132 1933
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 1 14 3 12 150 4 12 2 1 0 1 40 4 14 474 16 14 1 2 160 4
split_gain=6.4182 0.996533 0.570874 0.461394 0.339337 0.299718 0.245715 0.235533 0.263826 0.195106 0.19007 0.117622 0.119466 0.0972255 0.0915489 0.0814212 0.0777549 0.0659574 0.0657522 0.0637029 0.060343 0.0566855 0.0625008 0.0930334 0.0560414 0.0509605 0.0451413 0.0493525 0.0451312 0.0443669
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.092845000000000025 0.062655000000000016 -0.07359499999999998 0.051320000000000005 0.09487000000000001 -0.062539999999999984 0.08815000000000002 0.11704500000000001 0.16175000000000003 -0.11242999999999999 0.12408500000000001 -0.077714999999999992 -0.49405499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.11346000000000002 0.096015000000000017 0.13075500000000004 0.11411 -0.54200499999999985 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 7 6 10 20 -9 -4 11 12 -1 21 -10 18 -2 -6 -14 -16 -3 -13 -23 28 -7 -12 27 -5 -24 -17
right_child=1 4 9 26 17 24 -8 8 14 -11 25 13 15 -15 19 29 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0003788167415509846 0.00047094113945156309 0.00022559709143086127 0.0004620809941125661 0.00037441627582470799 0.00015340135244080444 0.00028641240637564011 0.00031504735609075421 0.00041052166205774707 0.00037206014063800294 0.00028215842415766577 0.0006278378752454497 0.00054129899635683737 0.00043857571045095823 0.00034198506461346849 0.00026037919215064921 0.00050523064557557646 0.00033904167111305629 3.1364185824280693e-05 0.00053067897521751495 0.00017155643533410921 0.00012603454234297659 0.00057279618499833911 0.00056485592567620156 0.00036461864634396965 0.0004208766915893544 0.00052118184679534794 0.00019716256689219402 0.00025651510378796289 0.00047103977578444534 0.0004641378924321129
leaf_weight=26 122 44 37 21 90 26 26 53 22 62 61 54 31 20 119 782 20 21 770 42 50 23 21 31 22 24 24 39 322 116
leaf_count=26 122 44 37 21 90 26 26 53 22 62 61 54 31 20 119 782 20 21 770 42 50 23 21 31 22 24 24 39 322 116
internal_value=0 0.000278352 0.000495264 0.000384223 0.000224096 0.000501395 0.000504586 0.000255641 0.000288701 0.000349402 0.000506747 0.000503225 0.000510724 0.000475762 0.00025342 0.000512742 0.000452364 0.000130313 0.000527114 0.000237208 0.000172638 0.000481695 0.000473588 0.000467487 0.000348042 0.000597723 0.000269033 0.000297781 0.000476784 0.000499922
internal_weight=0 667 2454 226 441 2355 2307 330 236 99 2281 2196 1725 471 183 1699 142 111 801 161 94 451 397 374 48 85 84 60 343 898
internal_count=3121 667 2454 226 441 2355 2307 330 236 99 2281 2196 1725 471 183 1699 142 111 801 161 94 451 397 374 48 85 84 60 343 898
is_linear=0
shrinkage=0.00196078


Tree=9078
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 1 150 160 484 159 47 3 131 160 15 3 52 159 480 4 1212 1210 1 16 130 149 1446 3 4 157
split_gain=0.117806 0.0435329 0.0336082 0.032005 0.0245885 0.019625 0.0225996 0.0243221 0.0207128 0.0264345 0.0222462 0.017594 0.0160595 0.0194232 0.0157919 0.015514 0.0152156 0.0222782 0.01491 0.0299244 0.0151039 0.0149011 0.0189742 0.0171785 0.0196275 0.0184572 0.0226184 0.0165707 0.0159016 0.0215834
threshold=0.26450500000000005 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 0.25063000000000007 0.091900000000000023 -0.075789999999999982 0.096485000000000015 -0.0032549999999999996 0.014475000000000003 0.11669500000000001 -0.083654999999999993 0.10156500000000002 -1.0000000180025095e-35 0.13592500000000005 -0.073884999999999992 0.039215000000000007 0.10600500000000002 -0.080264999999999989 -0.023539999999999995 0.13592000000000001 -0.42132499999999995 0.090475000000000014 -0.11118499999999999 0.089005000000000015 0.079000000000000015 0.11483500000000001 0.10732000000000001 0.0061450000000000003 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 16 -4 -7 8 15 10 12 -5 13 -10 18 -8 -2 -18 19 -1 21 -20 23 24 -23 26 27 28 -25 -30
right_child=4 -3 3 11 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0083879683654577968 0.0014684584139591471 -8.8888519641124855e-05 0.00059917075186967849 -0.0010510928998701274 -0.0014375780107608687 0.0010143454472667406 0.0034605914188934302 0.0066209620975244514 0.006162138779748332 0.0008967863334625938 0.0015897416833188169 0.0021210876885397871 0.0010952657170128078 0.0037006718570531424 0.0018787722384860349 0.0066090192289694266 0.0037400730995555084 0.00025068172544706613 0.0064493067137664194 0.0033547920140403289 0.005861092790249078 0.0049661040830617977 0.0013644851369249142 0.0037943601600118736 0.0016611617966555061 0.0066607134370133287 0.00073410544147783962 0.00086290532767417888 -0.00018704598346217113 0.0032096183951944115
leaf_weight=21 265 33 25 20 24 35 29 26 37 44 52 139 20 240 43 34 77 24 20 27 34 177 34 1406 20 20 27 21 22 125
leaf_count=21 265 33 25 20 24 35 29 26 37 44 52 139 20 240 43 34 77 24 20 27 34 177 34 1406 20 20 27 21 22 125
internal_value=0 0.00352115 0.00356531 0.0029696 0.00166318 0.00333557 0.0034679 0.00364606 0.00347644 0.00320659 0.0034978 0.00172207 0.00383187 0.00402946 0.00377442 0.00515974 0.00186651 0.00291091 0.00381613 0.00555681 0.00377229 0.00373436 0.00370504 0.00374881 0.00463058 0.00364165 0.00360393 0.00365316 0.00369089 0.00270127
internal_weight=0 2731 2698 701 390 542 517 482 456 393 349 159 297 277 1997 63 366 101 1954 48 1906 1872 1852 1818 197 1621 1601 1574 1553 147
internal_count=3121 2731 2698 701 390 542 517 482 456 393 349 159 297 277 1997 63 366 101 1954 48 1906 1872 1852 1818 197 1621 1601 1574 1553 147
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 1 2 15 16 1 160 0 1 47 4 16 1 0 0 15 16 49 43 4 1 0 50
split_gain=12.2117 1.86782 1.11991 0.959193 0.809837 0.674169 0.428898 0.425872 0.306196 0.30365 0.249711 0.238812 0.220003 0.202015 0.19446 0.176864 0.152767 0.139627 0.15399 0.146171 0.132174 0.131296 0.112406 0.108288 0.107984 0.106276 0.104084 0.0980318 0.0854264 0.083124
threshold=0.10508500000000001 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14285500000000004 -0.24436499999999997 -0.52595999999999987 0.089625000000000024 -0.076689999999999994 -0.095504999999999993 0.14699000000000004 0.090100000000000013 -0.013125 -0.43320999999999993 0.075045000000000014 -0.066689999999999985 -0.019414999999999998 0.013270000000000002 -0.0094449999999999968 -0.017229999999999999 -0.079734999999999986 0.071150000000000005 0.12958500000000003 -0.18901999999999997 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 24 12 -5 11 13 -7 -1 -3 -14 29 22 19 -19 21 -16 25 23 28 -6 -13 -18 -15 -12 -4
right_child=1 2 15 8 6 9 -8 -9 -10 -11 16 17 14 27 20 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071603602903787147 0.00068674981470629511 0.00037145154738694585 0.00020827180516830429 0.00064307116831393944 0.00048492646156127601 0.00044194662597388668 0.00036915014182514581 0.00086142433207242095 0.00041218087351928794 0.00046821705427614515 0.00046954272919908505 0.00075336942661042303 0.00054488113587804166 0.00030726072938257654 0.00069438796467118633 0.00010076293902300286 0.00058677359137172791 0.00073726552153113791 0.00060007833346357542 0.00074666273442334401 0.00054953171856046668 0.00055150750288416716 0.00046114633821584043 0.0002437194379265694 0.0006466568028765027 0.00064449814760080611 0.00041279300772002016 0.00016447850028593602 0.00032761037523834771 0.00035051613533122338
leaf_weight=1367 71 54 56 34 21 21 44 70 63 39 23 50 49 29 235 52 20 37 210 96 27 39 30 40 65 111 39 51 56 22
leaf_count=1367 71 54 56 34 21 21 44 70 63 39 23 50 49 29 235 52 20 37 210 96 27 39 30 40 65 111 39 51 56 22
internal_value=0 0.000385963 0.000350488 0.000684193 0.000394871 0.000692076 0.000526606 0.000711578 0.000493111 0.000635544 0.000344797 0.000647114 0.000705327 0.000278786 0.000658256 0.00018934 0.000387323 0.000655049 0.000620629 0.000683771 0.00067946 0.000653583 0.000353885 0.000326844 0.000607165 0.000678309 0.000471769 0.000216237 0.000368932 0.000248392
internal_weight=0 673 602 2448 472 2351 130 1748 97 603 342 564 1678 134 311 130 208 543 247 296 262 200 149 119 86 161 59 80 79 78
internal_count=3121 673 602 2448 472 2351 130 1748 97 603 342 564 1678 134 311 130 208 543 247 296 262 200 149 119 86 161 59 80 79 78
is_linear=0
shrinkage=0.00196078


Tree=9080
num_leaves=31
num_cat=0
split_feature=1 4 484 1 12 51 1 48 1 2 0 0 129 14 52 147 4 48 1 484 52 48 1446 484 2 157 43 43 131 15
split_gain=0.1298 0.04899 0.0326507 0.027933 0.0270663 0.0263845 0.0242244 0.0215016 0.0190431 0.0177848 0.044737 0.0247906 0.0184925 0.0184436 0.016792 0.0167296 0.0155712 0.0151291 0.0160769 0.0146298 0.0224788 0.0423852 0.0450217 0.0224914 0.0404236 0.0217183 0.0270014 0.0400283 0.0216225 0.0211784
threshold=0.095950000000000021 -0.008819999999999998 -0.020124999999999994 0.13743000000000002 -0.010834999999999999 -0.41109999999999997 0.16773500000000005 0.083685000000000009 0.09697500000000002 0.10644500000000001 0.034820000000000011 -0.076899999999999982 0.11234000000000001 0.062655000000000016 0.039215000000000007 0.089365000000000014 -0.0047449999999999992 0.14093000000000003 0.12000500000000001 0.088605000000000003 0.11277500000000001 0.09111000000000001 0.096495000000000011 0.085595000000000018 0.086825000000000013 -0.087424999999999989 -0.083434999999999995 -0.089694999999999983 0.089120000000000019 0.101845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 7 -3 16 -4 -6 12 11 14 13 15 -11 19 -7 18 -18 20 23 22 28 -1 -25 -21 27 -27 29 -22
right_child=1 5 3 -5 8 6 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 25 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0040483362070691583 0.0066714514467873555 0.0045367182325571779 -0.00049201361716431739 3.2557685066152501e-05 0.0010502246569376438 -0.00076285782005553219 -0.0016265594367203967 0.0030489382044253674 0.0042959074795981779 -0.00043111945927629006 -0.00053994542763878908 0.0040778215553433734 0.0069986459799110893 0.0054007351479818493 0.0034800215557749779 0.0016104248487408769 0.0026113386248434625 -0.00054620535558332572 0.0014261528811394181 0.0018210001310217197 0.0023353928057189112 -0.0013037863949483092 0.0078187854494899522 -0.0015983834862709047 0.0038853383040986958 0.0045546496246495977 0.0043058646351621464 0.010671656671911479 -0.00020541774463795479 0.0049594411812227297
leaf_weight=1422 28 35 27 27 20 22 21 47 188 23 30 184 20 83 21 32 256 23 207 20 89 22 20 20 41 23 82 20 21 47
leaf_count=1422 28 35 27 27 20 22 21 47 188 23 30 184 20 83 21 32 256 23 207 20 89 22 20 20 41 23 82 20 21 47
internal_value=0 0.00244765 0.00340157 0.00310527 0.00339947 0.00187766 0.00170173 0.00175697 0.00398382 0.00387078 0.00309025 0.00356791 0.00397342 0.00394226 0.00143556 0.00387714 0.00183931 0.00195711 0.00208146 0.00391685 0.00383376 0.00283579 0.00335031 0.00396768 0.0020874 0.00488063 0.00537017 0.00739977 0.00278108 0.00324223
internal_weight=0 901 337 309 282 564 529 74 208 2220 258 228 1962 1942 44 1859 508 486 463 1827 1682 199 177 1483 61 145 125 43 157 136
internal_count=3121 901 337 309 282 564 529 74 208 2220 258 228 1962 1942 44 1859 508 486 463 1827 1682 199 177 1483 61 145 125 43 157 136
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=31
num_cat=0
split_feature=1 4 12 51 1 48 3 12 0 128 1203 1213 0 155 155 1443 481 4 4 52 52 402 402 16 128 13 16 3 151 1452
split_gain=0.105138 0.0397252 0.0291951 0.0209949 0.0199249 0.0197439 0.0178469 0.0182381 0.0167422 0.0254379 0.0237618 0.027892 0.0396182 0.023607 0.0223706 0.020417 0.0363587 0.0220896 0.0381384 0.0485577 0.0205075 0.0192569 0.025095 0.027293 0.0266337 0.0205232 0.0199074 0.0189025 0.020935 0.020513
threshold=0.095950000000000021 -0.010655 -0.010834999999999999 -0.41109999999999997 0.16773500000000005 0.083685000000000009 0.149315 0.092465000000000006 -0.082974999999999979 0.11170500000000001 0.087970000000000007 0.104315 -0.087414999999999979 0.099580000000000016 0.083440000000000014 1.0000000180025095e-35 -0.13925499999999996 -0.49013999999999996 -0.111605 -0.037344999999999996 0.08976000000000002 0.2506000000000001 0.085720000000000018 -0.078844999999999985 0.085955000000000018 0.0061450000000000003 -0.070454999999999976 0.090900000000000009 -1.0000000180025095e-35 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -3 -5 -2 7 -4 10 15 11 13 -13 14 27 16 -10 -18 19 -19 -21 22 24 -24 25 -20 -25 29 -29 -1
right_child=1 3 6 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 18 21 20 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.003761072495198445 -0.00060651866981061182 0.0040830464192133931 0.0051130998603184713 0.0016774769567170019 -0.0014639035377296665 0.002677097323875716 0.00098011402372756725 0.0032227983969471798 0.0074628914240747694 -0.00034165128075983378 0.0066190649821822132 0.0040023210262322964 -0.0020832659403095025 0.00044637127956818971 0.0063952836051943121 0.00095374956884345893 0.0048808191207467353 -0.0027856547773505254 0.0032540400025423697 0.005062626892149205 0.00064324672622162677 0.00031291806981677099 0.0070218865463912887 0.0013363471349293833 0.0051658120405188475 0.0018064863402069324 0.0050343401516108098 0.0041393002883220714 -0.00010580966683427016 0.0063339391730551147
leaf_weight=980 30 35 80 524 21 47 23 141 21 20 28 23 20 21 33 37 77 24 514 21 21 21 37 24 61 121 37 21 26 32
leaf_count=980 30 35 80 524 21 47 23 141 21 20 28 23 20 21 33 37 77 24 514 21 21 21 37 24 61 121 37 21 26 32
internal_value=0 0.00220288 0.00309543 0.0017089 0.00155643 0.00139777 0.00363117 0.00390707 0.0034837 0.00319012 0.00374058 0.00367086 0.00117182 0.00376741 0.00383128 0.00325965 0.00334679 0.00325657 0.00311461 0.00080254 0.00285294 0.00330184 0.00338089 0.00487911 0.00316994 0.00297821 0.00357939 0.00375138 0.00179094 0.00384243
internal_weight=0 901 321 580 545 77 244 221 2220 1036 1184 1156 43 1113 1092 1016 979 958 881 66 42 815 794 98 696 635 61 1059 47 1012
internal_count=3121 901 321 580 545 77 244 221 2220 1036 1184 1156 43 1113 1092 1016 979 958 881 66 42 815 794 98 696 635 61 1059 47 1012
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=31
num_cat=0
split_feature=4 2 3 457 31 44 2 49 133 3 454 4 43 15 12 15 49 0 48 41 13 41 1 157 1 39 4 16 12 42
split_gain=0.0877125 0.0353084 0.0271105 0.023029 0.0206623 0.0231968 0.0202846 0.0155697 0.0217709 0.0213932 0.0196825 0.0191814 0.024926 0.0158963 0.0255024 0.0189227 0.0241185 0.0202143 0.0253067 0.0189506 0.0314583 0.0274951 0.0351097 0.017498 0.0292914 0.0164022 0.0271803 0.0155433 0.0188579 0.018083
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.31508000000000008 -0.082169999999999979 1.0000000180025095e-35 0.25063000000000007 0.12497000000000001 0.111585 0.12745000000000004 0.087240000000000012 0.056795000000000005 -0.080324999999999994 -0.11713499999999999 0.081420000000000006 -0.094329999999999983 -0.0087849999999999977 -0.23001499999999997 0.093015000000000014 0.075585000000000013 -0.117405 0.079300000000000009 0.084785000000000013 -0.21914999999999998 0.077845000000000011 0.10076500000000001 -0.51253999999999988 -0.097644999999999996 0.084290000000000018 -0.12099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -2 9 11 10 13 12 -9 14 -6 16 -15 -17 19 20 -19 -21 -23 -20 -25 26 -22 28 -28 -29
right_child=6 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 15 -16 17 -18 18 23 21 25 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.00059516560941119678 0.0015843730367736662 -0.00024830483563357229 0.00099258093525552088 7.1036798413842909e-05 0.0074416178428301852 0.0054828406699622672 -0.0014166496209024142 0.0040322064594163201 -0.00047565222235529549 0.0060166700706479163 8.7270385120064023e-06 0.0051188234453244759 -0.00052934781275689607 -0.00077748348658832804 0.0036116059027821988 0.0061884165910834621 0.0026004945997363041 -0.00059827516405758533 0.0043499666452407838 0.0078471670348552024 0.0059581057540425619 0.0017378932434237667 0.0069635552377440048 0.0023102051588319876 -0.0015401050705334237 0.00049041023223914885 0.0063790009325991083 0.0045049748634567576 0.0036053284022734681 0.0030161902262815319
leaf_weight=32 366 33 63 25 21 42 24 23 28 26 20 24 25 26 101 22 113 22 20 21 36 36 20 62 29 22 30 86 134 1589
leaf_count=32 366 33 63 25 21 42 24 23 28 26 20 24 25 26 101 22 113 22 20 21 36 36 20 62 29 22 30 86 134 1589
internal_value=0 0.00300288 0.00304265 0.00309166 0.0031206 0.00315194 0.00139969 0.00311334 0.00189041 0.00316354 0.00313276 0.00281054 0.0016564 0.00315891 0.00427087 0.00309909 0.00196864 0.0031729 0.00314141 0.00322314 0.00316142 0.00476137 0.0036042 0.00167179 0.00108318 0.00320502 0.00323687 0.0031836 0.00411271 0.00309263
internal_weight=0 2731 2698 2635 2610 2578 390 2536 100 2436 2410 72 48 2390 122 2268 139 2129 2107 1996 1919 77 56 111 91 1897 1875 1839 164 1675
internal_count=3121 2731 2698 2635 2610 2578 390 2536 100 2436 2410 72 48 2390 122 2268 139 2129 2107 1996 1919 77 56 111 91 1897 1875 1839 164 1675
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 2 1 11 2 1 12 11 1 39 50 14 1 40 1 11 0 50 12 15 49 133
split_gain=9.14257 1.1246 1.02209 0.633674 0.624711 0.460967 0.447641 0.346309 0.408411 0.276623 0.249042 0.207819 0.183503 0.136468 0.143047 0.12726 0.135678 0.105929 0.10098 0.0981307 0.0870984 0.0851415 0.0794148 0.0783217 0.0740879 0.0695598 0.0830602 0.0686003 0.0673814 0.0641888
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.092235000000000025 -1.0000000180025095e-35 0.10803500000000001 0.14122000000000004 0.09253500000000002 1.0000000180025095e-35 0.11704500000000001 0.086920000000000011 0.08401500000000002 1.0000000180025095e-35 0.10124500000000002 0.096625000000000016 0.041865000000000006 -1.0000000180025095e-35 0.13075500000000004 -0.077714999999999992 0.12958500000000003 0.082485000000000017 -0.095504999999999993 0.041865000000000006 0.08598500000000002 -0.41396999999999995 -0.054319999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 12 7 11 21 22 15 -4 13 -2 -1 -15 16 -8 19 27 -10 29 -3 -9 -17 -16 26 -13 -7 -12 -6
right_child=1 5 10 -5 20 18 9 8 17 -11 28 25 -14 14 24 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064132831301294058 0.00058240041190564193 0.00027690791729383351 0.00055828588480836649 0.00038043185078370545 0.00028443251538908844 0.0001947025963245264 0.00058196787371967134 0.00061702042692849616 0.00043575348709922992 0.00042044370359906394 0.00041258675575840708 0.00076808662332740474 0.00037575594204313612 0.00051826571754033538 0.00050534378420129928 0.00075859872521667358 0.00044002436685119538 0.00020629684261327824 0.00027032701053121441 0.00030818053191506779 0.00022194438758214898 0.00015523810867378807 0.00044437790326043669 0.00062292144669858504 0.0006227334342549227 0.00082173743902468207 0.00059855621235043398 8.0957728849734029e-05 0.00029649154426728409 0.00042596429231620973
leaf_weight=1079 95 41 34 45 22 36 630 21 30 41 40 25 20 69 22 21 27 29 26 102 25 48 20 74 342 25 20 47 37 28
leaf_count=1079 95 41 34 45 22 36 630 21 30 41 40 25 20 69 22 21 27 29 26 102 25 48 20 74 342 25 20 47 37 28
internal_value=0 0.000331455 0.000602498 0.000610937 0.000455665 0.000272455 0.000615304 0.000313193 0.000358092 0.000577283 0.000418517 0.000634363 0.000546462 0.000629528 0.000600122 0.000585834 0.000576135 0.0003136 0.000163695 0.000337174 0.000316442 0.000211288 0.000532805 0.000652913 0.000615638 0.00073881 0.00069274 0.000130293 0.000356801 0.00036369
internal_weight=0 590 2531 2420 190 400 2375 291 202 793 111 1582 115 1512 433 752 657 161 109 132 75 89 41 95 364 70 45 83 77 50
internal_count=3121 590 2531 2420 190 400 2375 291 202 793 111 1582 115 1512 433 752 657 161 109 132 75 89 41 95 364 70 45 83 77 50
is_linear=0
shrinkage=0.00196078


Tree=9084
num_leaves=31
num_cat=0
split_feature=1 123 44 2 2 1 4 1204 1429 1 1444 1204 480 15 49 1452 0 12 52 12 12 42 133 403 160 13 1446 1447 131 130
split_gain=0.0980643 0.0337953 0.02698 0.0227813 0.0493703 0.0333515 0.0479179 0.0322204 0.0320055 0.030779 0.0304006 0.027127 0.0254575 0.023797 0.0231885 0.0216503 0.023591 0.0179818 0.0227347 0.0167134 0.0452248 0.0255818 0.0221502 0.0205022 0.0172262 0.025808 0.0468266 0.0379032 0.0184099 0.0169511
threshold=0.12000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.08647500000000001 0.086675000000000016 0.088485000000000022 -0.16363499999999997 -0.082759999999999986 0.084545000000000009 0.091785000000000019 -0.081774999999999987 -0.079429999999999987 -1.0000000180025095e-35 -0.46743999999999997 -0.090734999999999982 0.087590000000000015 -0.11173999999999999 0.086095000000000019 -0.010034999999999999 0.093965000000000007 0.09474500000000001 0.096450000000000022 0.26753000000000005 -0.072624999999999981 -0.014869999999999998 -0.085384999999999975 0.083715000000000026 -0.084894999999999984 0.089415000000000008 -0.0087849999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 7 -7 -6 10 -8 -1 -9 -12 -11 -14 16 17 18 -16 21 -21 24 -23 -22 25 26 -18 -27 -29 -26
right_child=-2 -3 -4 4 5 6 9 11 -10 13 12 -13 14 -15 15 -17 19 -19 -20 20 23 22 -24 -25 29 27 -28 28 -30 -31
leaf_value=0.0075289838528260593 0.0013497574438083903 0.0017924508313750351 0.0061373561420623446 -0.001966809935402125 0.0066226983842040815 0.0038749572177363407 -0.0023235477475364776 -0.00046108857728540905 0.00040707478915611589 0.0047201769468797885 0.00037386143618884185 0.0032534456091575766 0.006616915665150512 0.0012097734170656393 0.0044289402477443217 0.000489428656345064 0.0042025290369056166 0.0033039131981280191 0.0091970319731626664 -0.001845059134066105 0.0054616002962575294 0.0084282608431143057 0.0037782250698001011 0.0025766362992539499 0.004534753160033789 -0.00048321420792490243 0.0097387878711081358 0.0056109946735280886 0.0024531419497604173 0.0030195318656179599
leaf_weight=20 334 169 32 20 28 101 22 20 31 22 24 1158 26 158 20 22 50 23 20 20 32 21 20 107 90 20 22 48 30 411
leaf_count=20 334 169 32 20 28 101 22 20 31 22 24 1158 26 158 20 22 50 23 20 20 32 21 20 107 90 20 22 48 30 411
internal_value=0 0.00316302 0.00325149 0.00321578 0.002969 0.00303442 0.0020965 0.00327007 0.00357276 0.00120728 0.00366841 0.00319038 0.00359166 0.00163882 0.0036703 0.00359017 0.0036632 0.0055319 0.00681299 0.00352804 0.00260107 0.00373504 0.00615995 0.0032408 0.00358687 0.00445669 0.00589416 0.00340059 0.00439644 0.00329173
internal_weight=0 2787 2618 2586 1529 1509 303 1206 1057 202 1026 1178 1006 180 982 956 934 63 40 871 159 712 41 139 671 170 72 98 78 501
internal_count=3121 2787 2618 2586 1529 1509 303 1206 1057 202 1026 1178 1006 180 982 956 934 63 40 871 159 712 41 139 671 170 72 98 78 501
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 1 2 2 4 1 14 15 0 150 16 1447 40 1 475 159 34 2 2 159 447 52 4 1 50
split_gain=6.43025 1.12312 0.618975 0.572743 0.381088 0.209286 0.206283 0.193842 0.170706 0.165894 0.162599 0.13355 0.0975617 0.0902643 0.0807002 0.118862 0.0748141 0.0685428 0.0674001 0.0632802 0.0621576 0.0611957 0.0591521 0.0584414 0.0573833 0.0573531 0.0599503 0.0528876 0.134127 0.0490118
threshold=0.104035 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.089885000000000007 0.40945500000000007 0.092845000000000025 0.14285500000000004 0.14122000000000004 0.40473500000000007 0.091450000000000017 0.062655000000000016 -0.41396999999999995 -0.23091999999999999 1.0000000180025095e-35 0.052820000000000013 -0.082869999999999985 -0.065969999999999987 0.14754500000000001 -0.088274999999999978 0.08154500000000002 -0.038779999999999995 0.11474000000000002 -0.0091949999999999983 0.082585000000000006 0.083310000000000009 0.40674500000000008 -0.013514999999999998 0.083345000000000016 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 10 7 -5 17 13 -4 11 19 21 -6 15 20 -15 -3 -14 -1 22 -7 -2 -12 27 26 -21 -18 -29 -9
right_child=1 5 9 6 8 12 -8 29 -10 -11 23 -13 18 16 -16 -17 24 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00043953220341719831 0.00036893696951120699 0.00019722317208481185 0.00046548809886659683 0.00045056580296886874 0.00035034336306739085 8.42452676748911e-05 0.00026319197987812674 8.689469745231358e-05 0.0003371143072446258 0.00030944431516044703 0.00036106177432206917 0.00061182161157374447 0.00012480314704133014 0.00055267030446260585 0.00023383480036235206 0.00043203481686076304 0.00047355714352984783 0.00032949680701971091 -2.5878135066211615e-05 0.00052330666468231133 0.00021803890018739312 0.00018795924074496435 0.00025564381796888144 0.00047243796810172983 0.00050350568018761111 0.00041984259391638468 0.00042798413725100674 0.00045160994643332945 0.00030157970476384256 0.00021220573823486848
leaf_weight=40 37 20 127 37 25 29 58 28 41 33 20 59 25 40 102 24 399 61 21 1041 40 89 34 192 131 22 26 274 25 21
leaf_count=40 37 20 127 37 25 29 58 28 41 33 20 59 25 40 102 24 399 61 21 1041 40 89 34 192 131 22 26 274 25 21
internal_value=0 0.000271048 0.000339075 0.00048541 0.000491482 0.000179188 0.000336169 0.000237947 0.00046083 0.000433304 0.000511953 0.00052088 0.000132611 0.000466504 0.00027546 0.000306911 0.000469846 0.000296837 5.60139e-05 0.000516127 0.000279857 0.00016247 0.000314684 0.000461931 0.000465849 0.000518941 0.000520984 0.000458782 0.000439066 0.000140599
internal_weight=0 691 397 2430 2335 294 95 130 935 160 1400 1188 164 894 237 135 869 81 46 1129 111 118 71 212 829 1089 1067 698 299 49
internal_count=3121 691 397 2430 2335 294 95 130 935 160 1400 1188 164 894 237 135 869 81 46 1129 111 118 71 212 829 1089 1067 698 299 49
is_linear=0
shrinkage=0.00196078


Tree=9086
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 14 2 1 2 150 49 12 4 2 40 1 399 50 1 1 15 0 4 133 15
split_gain=4.88302 0.798075 0.476944 0.345716 0.336208 0.267916 0.239292 0.184431 0.190116 0.157132 0.151727 0.137553 0.0928852 0.143379 0.0713168 0.068975 0.062463 0.085211 0.0612094 0.0609123 0.0598193 0.0583045 0.0573269 0.0557925 0.0502974 0.0474557 0.0556078 0.0462125 0.0454864 0.0453417
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062539999999999984 0.09253500000000002 0.062655000000000016 0.14122000000000004 0.089625000000000024 0.090425000000000019 1.0000000180025095e-35 -0.054984999999999992 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 -0.077474999999999988 0.13436000000000001 0.09141500000000001 0.041865000000000006 0.13075500000000004 0.076935000000000017 -0.15914499999999995 -0.11173999999999999 0.022185000000000003 -1.0000000180025095e-35 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 10 19 -8 -9 -4 12 14 16 18 24 -2 17 -1 -14 -3 -10 -18 29 28 -7 -19 27 -27 -5 -6
right_child=1 4 9 23 22 11 7 8 20 -11 -12 -13 13 -15 -16 -17 21 25 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00062897677988120037 0.00034502034552136507 0.00024133534999241804 0.00045207288790807869 0.0002461720500373798 0.00017717072297869683 0.00044867304938624224 0.00045059793330485523 0.00043644627467507403 0.00027610223346682705 0.00028667189254040818 0.00058132296483829173 0.00033487683943317359 0.00038589394014819161 0.0003124463521992154 0.00036141554380651395 0.0004621590520106612 0.00046777217957454581 0.00057857956579408635 0.00048222399651200474 0.00014253211986212406 0.00016697158849401374 0.00057704544096600773 0.00022955065295324965 0.00020526554876804548 0.00050080536316067157 0.00039389859829640287 0.00050439534989984785 0.00049548271621429327 0.00035820435751825414 8.5519402682566564e-05
leaf_weight=21 23 47 34 22 36 314 30 28 158 63 76 41 28 23 30 121 306 31 269 49 22 20 26 24 92 33 1031 36 38 49
leaf_count=21 23 47 34 22 36 314 30 28 158 63 76 41 28 23 30 121 306 31 269 49 22 20 26 24 92 33 1031 36 38 49
internal_value=0 0.000290803 0.000479388 0.000385134 0.000242471 0.000484947 0.000273541 0.000306874 0.000286144 0.000344647 0.000495508 0.000443459 0.00049188 0.000461592 0.000453669 0.000443449 0.000498438 0.000505219 0.000473142 0.000190905 0.000262764 0.000474476 0.000148981 0.000285166 0.000460486 0.000502921 0.000500789 0.000446899 0.000317126 0.000124336
internal_weight=0 673 2448 228 445 2351 334 238 208 97 1874 477 1798 320 436 144 1478 1152 297 96 180 326 111 84 406 1131 1100 69 60 85
internal_count=3121 673 2448 228 445 2351 334 238 208 97 1874 477 1798 320 436 144 1478 1152 297 96 180 326 111 84 406 1131 1100 69 60 85
is_linear=0
shrinkage=0.00196078


Tree=9087
num_leaves=31
num_cat=0
split_feature=4 2 3 149 31 457 10 44 4 0 42 159 151 52 16 150 4 1213 1212 1447 15 15 52 1213 1 15 3 14 1208 160
split_gain=0.12423 0.0418062 0.0320589 0.0272593 0.0253741 0.0228075 0.0226147 0.0182834 0.0166269 0.0270737 0.0276702 0.0264896 0.0212621 0.0211317 0.0206094 0.0203047 0.018818 0.0179493 0.0272374 0.0173681 0.0170509 0.0391702 0.0215784 0.0179173 0.0166068 0.0153466 0.0153216 0.0151307 0.0161858 0.0158123
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -0.082169999999999979 0.31508000000000008 -0.079859999999999987 1.0000000180025095e-35 -0.073934999999999987 -0.010949999999999998 0.11688500000000002 -0.085489999999999997 0.26665000000000005 0.11277500000000001 -0.021269999999999997 0.11819500000000001 -0.07533999999999999 0.39818500000000007 0.11387000000000001 -0.085754999999999984 0.091295000000000015 0.091915000000000011 0.008405000000000001 0.11146500000000001 0.11910500000000002 0.10017500000000001 -0.12018999999999998 0.080160000000000023 1.0000000180025095e-35 -0.090969999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 7 -2 8 11 10 12 -6 15 16 -15 -10 17 18 19 -13 23 -22 25 27 -8 -23 -26 28 29 -21
right_child=3 -3 -4 -5 5 -7 24 -9 9 -11 -12 13 -14 14 -16 -17 -18 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00095620694303172923 -0.00093709520685176053 3.6515162862611538e-05 0.001422904694112591 0.0045735670727611128 0.0065593744114709977 0.00069952681474387654 0.002452248072568016 0.0058039625503061828 0.0036387485769336274 0.00034730595631386947 0.0016169764260551564 0.0067761605605483055 0.00080760957576925512 0.003715873582820807 3.8714222265062511e-05 0.0063595258264935442 0.0070543535356409857 0.0067780535244806248 0.0013013996219692322 0.006454207185147838 -0.00094501088923689986 0.0039505470261376888 0.0063981941415239942 0.0064814019587732131 0.0035019742581062019 0.0013846733192032254 0.00053333920009584774 0.006734640719369054 0.0058944345603231347 0.0037254331273282749
leaf_weight=34 39 33 65 28 39 25 132 42 1345 27 71 22 26 35 27 28 20 22 39 22 22 63 23 31 20 37 133 20 40 611
leaf_count=34 39 33 65 28 39 25 132 42 1345 27 71 22 26 35 27 28 20 22 39 22 22 63 23 31 20 37 133 20 40 611
internal_value=0 0.00357453 0.00361721 0.00158007 0.00367061 0.00370561 0.00132137 0.00373438 0.00370055 0.00348521 0.00354285 0.00400099 0.00364059 0.00390449 0.00211453 0.00369423 0.00401867 0.00395489 0.00388811 0.00400133 0.00393108 0.00294128 0.00363639 0.00412932 0.00163042 0.00300117 0.000921396 0.0040241 0.00394355 0.00382027
internal_weight=0 2769 2736 352 2671 2637 324 2612 2570 1497 1470 1073 1399 1034 62 1373 972 952 930 891 869 145 123 724 285 100 153 693 673 633
internal_count=3121 2769 2736 352 2671 2637 324 2612 2570 1497 1470 1073 1399 1034 62 1373 972 952 930 891 869 145 123 724 285 100 153 693 673 633
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 0 1 4 49 150 39 15 4 0 40 50 49 1 47 3 3 3 3 0
split_gain=5.77725 0.950564 0.523376 0.434776 0.299662 0.291698 0.255472 0.230956 0.182871 0.175867 0.154838 0.101812 0.124366 0.0892839 0.0803279 0.0774576 0.0706026 0.0668623 0.0627522 0.070489 0.0626258 0.0610079 0.0588807 0.0486122 0.0437026 0.0435034 0.0433837 0.0412476 0.0619252 0.0408268
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 0.13501500000000002 -0.10607499999999999 0.083345000000000016 0.0061450000000000003 -0.054984999999999992 1.0000000180025095e-35 0.096625000000000016 -0.097454999999999986 -0.55119499999999988 -0.079119999999999982 -0.077714999999999992 0.041865000000000006 -0.054319999999999993 0.13075500000000004 0.090280000000000013 -0.13927999999999999 -0.12711499999999995 -0.017889999999999996 0.149315 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 6 20 -8 -4 11 15 12 -1 18 -2 25 27 -14 -13 -20 -3 -7 -19 -5 -16 -6 -21 -9 29 -29
right_child=1 5 8 23 10 21 7 16 -10 -11 -12 13 17 -15 24 -17 -18 22 19 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00048126080698863256 0.00031631656153046565 0.00019721236058196429 0.00043406247740317106 0.00027486588726781939 0.00048792041569552339 8.893848488680941e-05 0.00037757585443334472 0.00017210368483064527 0.00025562819179264588 0.00056870107061322871 0.00031565185137902649 0.00058704009827445535 0.00044537141559530347 0.0004227689468366577 0.00048156550016815878 0.00033523088977234521 0.00014471333291308551 0.00038655415118909347 0.00048684495245623064 0.00038698735437470069 9.6963811373593759e-05 0.0001974781086320004 0.0002474679616603622 0.00017045132794533095 0.00040697360656508541 0.00043141796476592239 0.00046240341172262356 0.00026532965771670734 0.00020114755584118139 0.000358978785720526
leaf_weight=70 23 46 34 60 62 85 54 23 63 76 48 21 26 110 58 29 30 25 1141 32 50 26 22 24 63 338 351 63 43 25
leaf_count=70 23 46 34 60 62 85 54 23 63 76 48 21 26 110 58 29 30 25 1141 32 50 26 22 24 63 338 351 63 43 25
internal_value=0 0.000254191 0.000459319 0.000357141 0.000465143 0.000201444 0.000230385 0.000264825 0.000318172 0.000476311 0.000421265 0.000472406 0.00042221 0.000476743 0.000422538 0.000433082 0.000231736 0.000365586 0.000480586 0.000479119 0.000145 0.000114362 0.00032145 0.000245033 0.000442728 0.000440176 0.000456102 0.000248688 0.000262134 0.000291935
internal_weight=0 673 2448 228 2351 445 334 238 97 1874 477 1798 143 1655 144 429 184 73 1545 1524 96 111 47 84 121 400 383 154 131 88
internal_count=3121 673 2448 228 2351 445 334 238 97 1874 477 1798 143 1655 144 429 184 73 1545 1524 96 111 47 84 121 400 383 154 131 88
is_linear=0
shrinkage=0.00196078


Tree=9089
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 12 4 4 2 39 49 12 47 41 52 2 3 14 4 41 16 50 11 4 0 160 3
split_gain=6.13019 0.787317 0.637288 0.421713 0.396436 0.291387 0.261242 0.254096 0.238529 0.215168 0.181616 0.139559 0.111773 0.0983378 0.0941521 0.0884199 0.0873455 0.0781989 0.109227 0.112542 0.074024 0.0730715 0.0705138 0.0648483 0.0635861 0.0616397 0.0797269 0.060822 0.0996952 0.0547743
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.090285000000000018 -0.16363499999999997 0.033845000000000007 0.11389000000000002 0.10226500000000001 -0.012034999999999999 0.13597000000000004 0.077555000000000013 0.075585000000000013 1.0000000180025095e-35 0.10381000000000001 -0.0063699999999999989 0.062655000000000016 -0.033174999999999989 0.079300000000000009 -0.013024999999999998 0.086295000000000011 0.080455000000000013 -0.15464999999999998 -0.11242999999999999 0.08443500000000001 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 13 6 -3 -8 16 -5 14 15 21 -2 25 20 27 18 19 -11 23 -9 -18 -1 -7 26 -10 28 -4 -12
right_child=1 5 8 9 -6 24 7 12 10 17 29 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046308268359808419 0.00036593182815932763 0.0002038435861343403 0.00039748865214579883 0.0005439159488052148 0.00030559652737155755 0.00014445629507460565 0.00046646456737645201 0.0004176903876117911 0.00043855760244158984 0.00032066182671662639 0.00037284777904091093 0.00037069794159123604 0.00016920493910913272 0.00051763343346088446 0.0004273888552366196 0.00062803354510507345 0.00072952351845056518 0.00047078309810933962 0.00027993506863182026 0.00046868778491517281 0.00063000520362573519 0.00029765113629800192 0.00059192210675292295 0.00054229414072478406 0.00026838205681712019 0.00059802251463749974 0.0005402697740479179 0.00056526320625033288 0.00058415700314622934 0.00047976833669578328
leaf_weight=78 20 90 22 31 74 78 42 23 31 40 21 22 23 92 29 33 21 23 55 39 20 128 45 81 20 67 670 1031 22 150
leaf_count=78 20 90 22 31 74 78 42 23 31 40 21 22 23 92 29 33 21 23 55 39 20 128 45 81 20 67 670 1031 22 150
internal_value=0 0.000311399 0.000533343 0.000463787 0.000416963 0.000262799 0.000292599 0.000329581 0.00054726 0.000394634 0.000524621 0.000519345 0.00029654 0.000490544 0.000537061 0.000534771 0.000566467 0.000365158 0.000347028 0.000393738 0.000517578 0.000315935 0.000635704 0.000503436 0.000169747 0.000541203 0.000535772 0.000562216 0.000490823 0.000466638
internal_weight=0 590 2531 422 186 404 306 216 2109 188 968 234 174 112 797 212 1141 157 134 79 179 151 66 159 98 768 701 1075 44 171
internal_count=3121 590 2531 422 186 404 306 216 2109 188 968 234 174 112 797 212 1141 157 134 79 179 151 66 159 98 768 701 1075 44 171
is_linear=0
shrinkage=0.00196078


Tree=9090
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 2 2 4 11 2 0 11 0 2 124 47 0 12 4 3 4 2 4 43 2
split_gain=11.1482 1.37497 1.19977 0.918107 0.73914 0.429881 0.40818 0.354833 0.347002 0.272309 0.227458 0.21296 0.205684 0.194099 0.152015 0.192371 0.146173 0.1451 0.14459 0.130117 0.129371 0.127827 0.143782 0.127742 0.109844 0.0991232 0.109848 0.0936354 0.0755452 0.175563
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.085505000000000012 0.090285000000000018 0.40124500000000002 -0.16363499999999997 -0.061854999999999993 0.11389000000000002 0.17025000000000004 -0.0043399999999999992 1.0000000180025095e-35 0.088745000000000004 -0.11437499999999999 0.080150000000000013 -0.068189999999999987 0.10444500000000002 -0.072314999999999977 0.077555000000000013 -0.091794999999999988 0.12757000000000002 -0.064054999999999987 0.090900000000000009 0.49041500000000005 0.13754500000000003 -0.0070899999999999991 -0.04890499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 11 13 27 -6 -7 20 25 21 14 -4 -16 -15 18 19 -10 23 -8 -23 -1 -25 26 -3 -5 -2 -30
right_child=1 5 6 7 8 9 12 -9 17 -11 -12 -13 -14 16 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00070480549706420834 0.00032037584723438472 0.00040133536677637132 0.00071099935082443865 0.00071050281630859137 0.00066424443997362603 0.00027803421706942654 0.00077657416316808444 0.00039922824435495219 0.00043378578106343161 0.00051285405448333384 0.00045000261370027887 0.00010244863687197456 0.00060529803017460391 0.00088878319133319872 0.00047015514133461549 0.00067149065982769515 0.00072402248176923632 0.00031458834880122952 0.00039288878881689362 0.00060348444559656556 0.00077227690189067479 0.00066841109388256009 0.00052229005981374674 0.00063165526951895366 0.00048581134706319817 0.00022099754741321695 0.00021892277002600214 0.00058470144770503816 0.00055693307768639824 0.00035967065848941038
leaf_weight=69 77 30 829 46 31 39 40 29 32 37 22 46 271 37 20 208 47 30 57 38 33 630 27 84 26 115 22 45 22 82
leaf_count=69 77 30 829 46 31 39 40 29 32 37 22 46 271 37 20 208 47 30 57 38 33 630 27 84 26 115 22 45 22 82
internal_value=0 0.000362355 0.000661655 0.000455106 0.000566219 0.000265753 0.000680752 0.000588103 0.000474667 0.000392354 0.000639773 0.000220581 0.000651136 0.000705877 0.000698668 0.00065383 0.000796596 0.000437235 0.000466206 0.000525908 0.000659466 0.000668958 0.000662406 0.000638669 0.000597183 0.00025312 0.000324161 0.000648293 0.000366931 0.000401399
internal_weight=0 590 2531 301 422 289 2109 120 188 76 234 213 968 1141 1057 228 84 157 127 70 212 697 657 179 110 167 52 91 181 104
internal_count=3121 590 2531 301 422 289 2109 120 188 76 234 213 968 1141 1057 228 84 157 127 70 212 697 657 179 110 167 52 91 181 104
is_linear=0
shrinkage=0.00196078


Tree=9091
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 4 47 15 14 2 47 2 0 16 49 51 13 1 3 4 3 1 3 1 3
split_gain=13.8076 1.65984 1.54846 0.948643 0.840245 0.669252 0.530805 0.507699 0.38069 0.381424 0.293917 0.289289 0.229618 0.224421 0.224311 0.202933 0.156718 0.155734 0.169872 0.130605 0.126396 0.120766 0.115942 0.104717 0.119038 0.103472 0.098314 0.0982955 0.0981644 0.0969006
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 -0.17966999999999997 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 0.018150000000000003 0.077555000000000013 0.13592500000000005 0.076175000000000007 0.11389000000000002 0.091680000000000011 0.11411 -0.11173999999999999 -0.43320999999999993 -0.085174999999999987 -0.10056999999999998 -1.0000000180025095e-35 0.12958500000000003 -0.13309499999999996 -0.14098499999999997 -0.13309499999999996 0.16175000000000003 0.092670000000000016 0.13075500000000004 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 8 -5 13 -3 22 12 14 23 17 20 19 -2 18 -4 -8 -1 -11 -10 -9 -25 -12 -7 -22 -6 -23
right_child=1 5 7 6 28 26 15 10 9 21 25 -13 -14 -15 -16 -17 -18 -19 -20 -21 27 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00068228350154664384 0.00056194245282525652 0.00013480042300160672 0.00062449425208468403 0.00063735573795162324 0.00030796683258285711 8.8192006124376585e-05 0.00045196865689632045 0.00068073331202732465 0.00055252099525907245 0.0002037236256209563 0.00037968840815272981 0.00073973708877376478 0.00039635852563614938 0.00078135779649908478 0.00034948923250696824 0.00048716241737696884 0.00037043313441031115 0.0006466983815740185 0.00040142398186716714 0.00028296982975691535 0.00056899987842911985 0.00024950196401300441 0.00034624517292660827 0.00048274056188371046 0.00060763423973157272 0.00052977276990404684 -6.316257318973987e-05 0.00043997964052175609 0.0001554098795738765 0.00039841699145254302
leaf_weight=31 92 90 35 28 50 77 21 71 22 104 20 35 20 46 20 31 20 1166 21 108 120 42 20 31 548 151 21 28 24 28
leaf_count=31 92 90 35 28 50 77 21 71 22 104 20 35 20 46 20 31 20 1166 21 108 120 42 20 31 548 151 21 28 24 28
internal_value=0 0.000267346 0.000600438 0.000492016 0.000420621 0.000196779 0.000388298 0.000622132 0.000241943 0.000286585 0.000584777 0.000575345 0.000603295 0.000646908 0.000546432 0.000344713 0.000527744 0.000641847 0.000540843 0.000310481 0.000568437 0.000246104 0.000454294 0.000609662 0.000600947 0.000512219 5.57589e-05 0.000544591 0.000258489 0.000309068
internal_weight=0 590 2531 422 186 404 188 2109 306 216 841 234 670 1268 199 160 112 1222 56 129 179 174 42 650 579 171 98 148 74 70
internal_count=3121 590 2531 422 186 404 188 2109 306 216 841 234 670 1268 199 160 112 1222 56 129 179 174 42 650 579 171 98 148 74 70
is_linear=0
shrinkage=0.00196078


Tree=9092
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 4 4 0 0 1 4 12 1 16 1 50 1 481 1 11 40 4 12 1212
split_gain=8.67564 1.45032 0.799755 0.69246 0.526519 0.46941 0.366911 0.363403 0.407734 0.321225 0.244708 0.233666 0.228794 0.239792 0.127425 0.126623 0.11748 0.113653 0.105011 0.0996435 0.0986232 0.0918592 0.0792598 0.0733849 0.0720411 0.0710413 0.0650209 0.0627845 0.0596192 0.0736504
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 -0.17966999999999997 0.0061450000000000003 -0.11173999999999999 -0.079119999999999982 0.122715 -0.49405499999999997 0.08401500000000002 0.11654500000000001 -0.44310499999999992 0.16175000000000003 0.083640000000000006 0.083835000000000007 -0.077944999999999987 0.13075500000000004 1.0000000180025095e-35 -0.077714999999999992 -0.036839999999999991 0.083785000000000012 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 9 26 -9 12 -4 -10 13 -1 28 27 21 -18 -13 -14 -6 22 -16 -21 -5 -11 -3 -2 29 -15
right_child=1 4 10 24 20 -7 -8 8 11 25 -12 18 19 14 16 -17 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046501510484685081 0.0006049434922489465 0.00023890556187987428 0.00052476391317634371 0.00033581218363435463 0.00015989547737033059 0.00038046802703581832 0.00033520826053336943 0.00054231531966745096 0.000499288127118466 0.00060937288768735587 0.00031835414484314851 0.00031411367876262231 0.00059089321833030847 0.00061613820192834364 0.00051483189020598054 0.00040772277622548532 0.00045271072481477845 0.00056037326444496665 0.00021947749670034921 0.00060692306394237656 1.0667573991053355e-05 0.00073781805156437061 0.00063374301045690344 0.00049910260163539772 0.00020870260030314252 0.00073378113895849464 0.00013675796408571449 0.00051252406697332596 0.00059472650307256056 0.00073853105525760086
leaf_weight=64 50 46 34 60 90 48 24 30 20 25 63 113 75 89 32 29 41 468 75 27 21 21 66 240 24 60 50 65 1047 24
leaf_count=64 50 46 34 60 90 48 24 30 20 25 63 113 75 89 32 29 41 468 75 27 21 21 66 240 24 60 50 65 1047 24
internal_value=0 0.000313813 0.000565183 0.000440977 0.000248659 0.000572382 0.000576382 0.00028754 0.000328617 0.000578921 0.000390704 0.000297795 0.00057434 0.000582944 0.000587165 0.000523508 0.000564668 0.000551701 0.00027636 0.000527744 0.000131663 0.000620133 0.000594915 0.000510006 0.000299495 0.00069719 0.000185704 0.000552706 0.000599345 0.000642133
internal_weight=0 673 2448 228 445 2351 2303 334 238 2279 97 208 2194 1852 1788 144 628 509 188 342 111 119 98 267 84 85 96 115 1160 113
internal_count=3121 673 2448 228 445 2351 2303 334 238 2279 97 208 2194 1852 1788 144 628 509 188 342 111 119 98 267 84 85 96 115 1160 113
is_linear=0
shrinkage=0.00196078


Tree=9093
num_leaves=31
num_cat=0
split_feature=1 3 13 0 4 1 47 2 4 43 2 147 3 3 14 3 42 13 16 3 3 0 1 160 40 4 131 1 42 16
split_gain=0.286729 0.0702745 0.0325942 0.0308561 0.0275639 0.0281089 0.0348117 0.0294735 0.0253757 0.0245409 0.0235656 0.0191987 0.0202427 0.0400132 0.0245216 0.0205508 0.0208471 0.0417882 0.0190686 0.0180396 0.0176805 0.0178647 0.0305206 0.0293118 0.0274509 0.0307579 0.0203202 0.0202434 0.0198103 0.0174801
threshold=0.10124500000000002 -0.053259999999999995 0.10820000000000002 0.089620000000000019 0.042705000000000007 0.083345000000000016 0.084210000000000021 0.087955000000000019 -0.37944499999999992 -0.10603999999999998 0.13913500000000004 0.10479500000000001 0.076840000000000006 0.30112000000000005 -0.22253999999999999 -0.0025099999999999996 -0.0060199999999999993 -1.0000000180025095e-35 -0.45661999999999997 -0.22605499999999998 0.10732000000000001 -0.085669999999999982 0.093575000000000019 -0.55248999999999981 -0.081174999999999983 -0.55119499999999988 0.077555000000000027 0.078340000000000007 0.087885000000000019 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 8 10 7 -7 -6 -3 -2 20 12 15 29 -15 16 -10 -18 -9 -4 21 22 26 -23 -25 -26 -1 -28 -29 -14
right_child=1 3 19 -5 5 6 -8 18 11 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0060444450788060189 0.0020881037250196992 0.0060404011027210139 -9.0589127059848546e-05 -0.001107135770143941 0.0087938147271052012 -0.00014686299255117774 0.0046333821902338132 0.0061873034154996277 0.005193843760599311 0.0053416516332167405 0.0022212889092043044 -0.00046663168395753022 0.003160621565276463 0.0050080264750210083 0.0013451328529391618 0.00039020739332364319 0.0029231938092847505 -0.0017751250578009565 0.0042262422861548505 0.0039632483527226297 0.0034431253260533722 0.0016809631919022649 0.0029770460134992999 0.0019565769731776698 0.0092252511774068291 0.0055325696855071044 0.0099087316434763907 0.004304807081776248 0.0083147679788193526 0.0058844754537154412
leaf_weight=627 26 22 21 22 20 25 39 70 26 214 20 20 38 23 89 57 107 23 170 23 35 20 30 21 23 1170 28 22 28 62
leaf_count=627 26 22 21 22 20 25 39 70 26 214 20 20 38 23 89 57 107 23 170 23 35 20 30 21 23 1170 28 22 28 62
internal_value=0 0.00327935 0.00453048 0.00255271 0.00549981 0.00464345 0.0027661 0.00510557 0.00272513 0.00498918 0.00563689 0.00256123 0.00270371 0.00339548 0.00209733 0.00201519 0.00260893 0.00209195 0.00479822 0.00202846 0.00567098 0.00571058 0.00610087 0.00547812 0.00554067 0.00560376 0.0062338 0.00775595 0.00655039 0.00484941
internal_weight=0 773 284 489 2348 324 64 260 467 240 2024 445 425 212 112 213 156 130 240 44 2004 1969 735 1234 1214 1193 705 78 50 100
internal_count=3121 773 284 489 2348 324 64 260 467 240 2024 445 425 212 112 213 156 130 240 44 2004 1969 735 1234 1214 1193 705 78 50 100
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 4 1 2 4 14 2 2 148 49 1 2 1 1 0 15 4 1 12 43 2 13 15 43 47 475
split_gain=8.94803 1.55761 0.729839 0.640701 0.494794 0.434094 0.377255 0.371267 0.279499 0.258322 0.210737 0.178609 0.146843 0.142742 0.142002 0.118615 0.108943 0.106652 0.102208 0.10018 0.0882821 0.109751 0.0859665 0.0849983 0.0795606 0.0784285 0.0645459 0.0643939 0.062716 0.0622988
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.12337000000000002 0.36766000000000004 0.09253500000000002 0.13712500000000002 0.40945500000000007 0.062655000000000016 0.091265000000000013 0.14285500000000004 -0.043434999999999994 -0.054984999999999992 0.16175000000000003 0.094835000000000017 0.087135000000000004 0.13075500000000004 -0.097024999999999986 -0.053579999999999996 -0.013514999999999998 0.089770000000000016 0.090285000000000018 0.064745000000000011 0.11411 -1.0000000180025095e-35 -0.11033999999999998 -0.013199999999999998 0.078345000000000012 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 12 7 15 9 11 10 16 27 -3 -2 -10 -1 29 24 -18 -17 23 22 -22 -12 -5 28 -24 -6 -14 -4
right_child=1 4 5 17 8 -7 -8 -9 14 -11 20 -13 25 -15 -16 19 18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065004903356773646 0.00039840439924958098 0.00021747095515800731 0.00053608782649590208 0.00046211157306205356 0.0002599407893185522 0.00030496342847233308 0.00034105748386237576 0.00040292810740946982 0.00017331281890465425 0.00070375528694476594 0.00059917784699212737 0.0001819120050153625 0.00030369095497035894 0.00056329126874845085 4.5397207744336996e-06 0.000560025503627615 0.00049455787156602472 0.00021353305347516426 0.00059190823228817279 0.00038344830389366765 0.00060287069813358494 0.00041459296788910733 0.00062519834297739604 0.00052484049277140685 0.00031464275535965846 0.00041113585995947312 0.0005167641635118079 0.00039678641481164894 0.00041964748299908088 0.0006214451494763357
leaf_weight=26 24 36 34 22 20 20 67 38 115 86 331 41 97 127 23 30 47 24 352 21 90 24 24 72 39 62 175 39 22 993
leaf_count=26 24 36 34 22 20 20 67 38 115 86 331 41 97 127 23 30 47 24 352 21 90 24 24 72 39 62 175 39 22 993
internal_value=0 0.000331171 0.000584041 0.000460432 0.000264125 0.00059257 0.000448648 0.000595108 0.000202383 0.000598386 0.000594156 0.000281319 0.000331842 0.000537084 0.000145184 0.000542266 0.000607937 0.000324263 0.000580441 0.000487317 0.000566709 0.000542003 0.000552584 0.000585897 0.000367828 0.000354589 0.000529842 0.000350398 0.000325128 0.000618619
internal_weight=0 691 2430 236 455 2286 144 2266 238 2228 2142 100 217 151 138 77 1426 85 399 51 716 313 289 403 61 181 199 59 119 1027
internal_count=3121 691 2430 236 455 2286 144 2266 238 2228 2142 100 217 151 138 77 1426 85 399 51 716 313 289 403 61 181 199 59 119 1027
is_linear=0
shrinkage=0.00196078


Tree=9095
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 1 2 2 4 0 15 4 150 47 12 475 4 160 1 47 16 3 4 52 52 399
split_gain=16.313 2.65446 1.60254 1.24004 1.11124 0.794086 0.481638 0.449899 0.390176 0.37374 0.36912 0.336575 0.27824 0.283631 0.232013 0.229461 0.190872 0.15945 0.159388 0.142954 0.138549 0.115566 0.112222 0.128308 0.108279 0.107942 0.0944091 0.0896959 0.089449 0.08771
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.09253500000000002 0.14285500000000004 0.14838000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 0.09141500000000001 -0.066784999999999983 -0.52556499999999995 -1.0000000180025095e-35 0.083345000000000016 0.093140000000000014 -0.039889999999999988 -0.010424999999999999 0.23246000000000003 -0.55252499999999982 0.039215000000000007 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 11 12 26 -5 16 15 13 14 -1 -4 19 -3 20 -7 -15 -17 -14 -24 -16 -23 -6 -21 -29 -20
right_child=1 2 6 9 8 10 -8 -9 -10 -11 -12 -13 22 18 24 21 -18 -19 29 27 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00074334974001334046 0.00067502750082817041 0.00027577874977621574 0.00031981877773280408 0.00061777860673859863 0.00066520009352331779 0.00072591478121259421 0.00038934892850187893 0.00084385568635505549 0.00032696746734086593 0.00036269014413125634 0.0004226103018128344 3.9926253595166815e-05 0.00064631207810114525 0.00086938520219449267 0.00043610294130356873 0.00025359971726501932 0.00046566016038011366 0.00042338095167103934 0.00066583992966564741 0.00074542129448815881 0.00071224264010482426 0.00019975730826147454 0.00041149879760090622 0.00061564504082659119 0.00062001610594783344 5.6381493934667575e-05 0.00052247342630093842 0.00057785409186833481 0.00064385399954720304 0.00079006342707997384
leaf_weight=23 74 191 41 34 49 55 34 76 24 63 39 84 103 22 32 30 28 33 438 20 1107 33 20 29 20 52 28 162 154 23
leaf_count=23 74 191 41 34 49 55 34 76 24 63 39 84 103 22 32 30 28 33 438 20 1107 33 20 29 20 52 28 162 154 23
internal_value=0 0.000324673 0.00028139 0.000669363 0.000374513 0.000678327 0.000170935 0.000696053 0.00054526 0.000452103 0.000605065 0.000139992 0.000689871 0.000697202 0.000579369 0.000193874 0.000622048 0.000297524 0.00070276 0.000633247 0.000715305 0.000148972 0.000609565 0.00053232 0.000506839 0.000112045 0.000613299 0.000618078 0.000610019 0.000672038
internal_weight=0 673 599 2448 325 2351 274 1893 101 97 458 240 1817 1665 75 156 419 224 1590 391 1129 115 152 49 52 85 77 336 316 461
internal_count=3121 673 599 2448 325 2351 274 1893 101 97 458 240 1817 1665 75 156 419 224 1590 391 1129 115 152 49 52 85 77 336 316 461
is_linear=0
shrinkage=0.00196078


Tree=9096
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 4 2 4 0 0 2 2 14 15 159 457 4 15 0 0 15 1 0 150 39 3 4 43
split_gain=9.92598 1.10874 1.07113 0.842053 0.564228 0.414339 0.366309 0.322571 0.289413 0.248079 0.203768 0.177291 0.215169 0.176842 0.141767 0.137056 0.127236 0.117659 0.115137 0.159136 0.118734 0.114624 0.122677 0.114106 0.089985 0.0880548 0.0711145 0.0709 0.0629811 0.0565436
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.090285000000000018 0.13075500000000004 -0.17966999999999997 0.14285500000000004 0.033845000000000007 -0.23194499999999998 -0.067094999999999988 0.10402500000000002 0.11704500000000001 0.076175000000000007 0.13592500000000005 0.084250000000000005 0.045365000000000009 -0.064054999999999987 -0.03241999999999999 0.056435000000000006 -0.11242999999999999 -0.095244999999999982 0.16175000000000003 -0.10011499999999998 1.0000000180025095e-35 0.088025000000000006 -0.065819999999999976 -0.008819999999999998 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 14 26 -6 16 15 -1 12 17 28 21 24 25 -9 20 -20 -12 22 -4 -8 -7 29 -3 -26 -2 -5
right_child=1 6 5 8 7 9 23 11 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00084832187429893877 0.00070353639736154758 0.00041602371258264676 0.00073358768049408411 0.00043539188456939075 0.00071247901948926417 0.00080032151620261136 0.00027128825270113704 0.00063951463746402611 0.00025723135995842062 0.00060445465281624522 0.00076281271096752766 0.00036614901268333466 0.00043213311864206239 0.00044739494556743722 0.00083400990436042566 0.00053759984424352029 0.00034357055688052815 0.00050401974671956907 0.00065199310292554224 0.00047674863562041983 0.000592038552423674 0.0007269011236710728 0.00052140528093791048 0.00012627191520204732 0.00069381537448554107 0.00040384413944383603 0.00031397731638251508 0.00063270270532252745 0.00060289439812205201 0.00055504979974940185
leaf_weight=22 45 97 20 22 31 28 126 56 41 171 49 33 61 20 46 23 37 44 76 27 23 1053 22 25 664 41 36 82 51 49
leaf_count=22 45 97 20 22 31 28 126 56 41 171 49 33 61 20 46 23 37 44 76 27 23 1053 22 25 664 41 36 82 51 49
internal_value=0 0.000401599 0.000684016 0.000483487 0.000593841 0.00070206 0.000313368 0.000526754 0.000403117 0.000672222 0.000670464 0.000497076 0.000523912 0.000615126 0.000727374 0.000686761 0.00044326 0.000579897 0.000648105 0.000606055 0.00070826 0.000722895 0.000622445 0.000247279 0.000691194 0.000476193 0.000388402 0.000687098 0.00065007 0.000517973
internal_weight=0 590 2531 306 422 2109 284 225 190 968 197 194 161 116 1141 797 149 100 175 103 72 1095 42 151 774 112 133 746 96 71
internal_count=3121 590 2531 306 422 2109 284 225 190 968 197 194 161 116 1141 797 149 100 175 103 72 1095 42 151 774 112 133 746 96 71
is_linear=0
shrinkage=0.00196078


Tree=9097
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 1 14 2 2 2 50 1 52 4 12 49 130 457 123 14 0 15 4 52 4 475 4
split_gain=6.79362 1.08169 0.69184 0.542336 0.445868 0.307283 0.261581 0.241684 0.221398 0.221144 0.160849 0.154138 0.136707 0.113197 0.097171 0.0959246 0.0957443 0.0901472 0.0744345 0.074424 0.0688059 0.0626447 0.0572145 0.0560955 0.0558397 0.0558382 0.0538021 0.0776893 0.0613979 0.050463
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27044500000000005 0.27834500000000006 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.091265000000000013 0.10045500000000002 0.041865000000000006 0.087135000000000004 -0.56176499999999996 -0.15464999999999998 0.08401500000000002 -0.054984999999999992 -0.076894999999999977 0.083570000000000019 0.09338500000000001 -0.22253999999999999 0.18019500000000002 -0.41942499999999994 -0.0019149999999999998 0.40674500000000008 -0.50690499999999983 -0.088274999999999978 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 18 9 -5 11 -3 14 -12 24 26 -13 -14 25 -6 -18 23 22 -21 -17 -4 -16 27 -1 -29 -26
right_child=1 2 13 8 6 -7 -8 -9 -10 -11 12 15 16 -15 17 20 19 -19 -20 21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0006466462884713955 0.00051349415141085724 0.00019681448945162703 0.00016728059870398703 0.00049470845868245991 0.00035573640180861248 0.00036379054857926211 0.000279845522824687 0.00031778890232401173 0.00029725059768114968 0.00062302271144188087 0.00042411581828044007 0.00059347366462428016 0.00040337881767282303 0.0002441479924577745 0.00035257948197278324 0.00049963500649839341 0.00014762132620329367 0.00051904195290728913 0.00049228252211073217 0.00036145462996929004 0.00040201415483952322 0.00017784325301151751 0.00026883010960309034 0.00039421099183313985 0.0001444950568404776 0.00047845800301141817 0.0004576719274707869 0.00045456104613597099 0.0005446611144088718 2.9231316379189274e-05
leaf_weight=28 76 101 37 34 20 48 48 22 61 84 26 38 20 30 20 652 20 346 66 32 31 23 129 20 23 42 28 30 946 40
leaf_count=28 76 101 37 34 20 48 48 22 61 84 26 38 20 30 20 652 20 346 66 32 31 23 129 20 23 42 28 30 946 40
internal_value=0 0.000292809 0.000265538 0.000513145 0.000299586 0.000519054 0.000395806 0.000522312 0.00036792 0.000524299 0.000262853 0.000520497 0.000289532 0.000138511 0.000532321 0.000497518 0.000273911 0.000506704 0.000460528 0.000261218 0.000492331 0.000273565 0.00028724 0.000496497 0.00010682 0.000437852 0.000542449 0.000544813 0.000541892 7.13117e-05
internal_weight=0 691 615 2430 485 2335 134 2287 95 2265 351 2181 250 130 1440 741 224 408 86 204 703 184 161 672 100 62 1032 1004 976 63
internal_count=3121 691 615 2430 485 2335 134 2287 95 2265 351 2181 250 130 1440 741 224 408 86 204 703 184 161 672 100 62 1032 1004 976 63
is_linear=0
shrinkage=0.00196078


Tree=9098
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 11 2 475 49 12 39 3 3 3 484 4 3 132 1 1 12 1 1 1 47
split_gain=5.66096 0.741969 0.595486 0.399557 0.338572 0.310298 0.267479 0.176905 0.240912 0.163732 0.155195 0.145457 0.0858476 0.0817833 0.0757895 0.0750311 0.0752172 0.0924582 0.0723099 0.121942 0.0799383 0.0957763 0.0628689 0.0701737 0.0567298 0.0521343 0.0555847 0.0513282 0.0497787 0.0468121
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 1.0000000180025095e-35 0.14285500000000004 -0.066784999999999983 -0.012034999999999999 0.09320500000000001 0.098220000000000016 0.30112000000000005 -0.017889999999999996 -0.12018999999999998 0.015535000000000002 -0.076229999999999978 0.092670000000000016 0.088890000000000011 0.15799000000000005 0.12958500000000003 0.086505000000000012 0.091535000000000019 0.104035 0.13075500000000004 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 13 7 10 -3 24 -4 18 12 -8 -2 -12 16 17 -10 19 -1 -20 25 23 -7 -9 26 -22 -14 -6 -15
right_child=1 5 9 -5 28 22 11 8 15 -11 14 -13 27 29 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047307054447807886 0.00030360796872307274 0.00015730537753653648 0.00043294741674095407 0.00028345558147122653 0.00028156412641207378 0.00011223236848840925 0.00050162147459893074 0.00046276929132547392 0.00016260559732051243 0.00026957728129960753 0.00058637240363491904 0.00031266795202542814 0.00043163593753689104 0.00049972086457370196 0.00045977767276900264 0.00013755668921111512 0.00017687623779507689 0.00030594560525332057 0.00049304996281028665 0.00028391711002982717 0.00049569494041701431 0.00036573681625581925 0.0001932481690869688 -2.3396233754122959e-05 0.00031848016925448293 0.00045860434457612137 0.00040894256484123967 0.00033377274698013381 0.00017292736871609332 0.00040808839671832635
leaf_weight=38 20 90 34 45 50 55 68 22 22 77 75 39 325 34 24 29 42 81 779 20 338 35 23 20 20 581 31 22 24 58
leaf_count=38 20 90 34 45 50 55 68 22 22 77 75 39 325 34 24 29 42 81 779 20 338 35 23 20 20 581 31 22 24 58
internal_value=0 0.000246771 0.00046005 0.000466492 0.000349249 0.00019959 0.00046996 0.000230343 0.000260775 0.000319619 0.000480076 0.000427156 0.000437916 0.000417248 0.000555683 0.000228603 0.000246812 0.000275329 0.000475968 0.000407845 0.000478207 0.000466469 0.000103567 7.60647e-05 0.00039406 0.00047018 0.000488407 0.000425431 0.000246331 0.000441953
internal_weight=0 590 2531 2420 186 404 2375 306 216 111 1921 454 415 112 99 174 145 103 1822 58 1764 985 98 75 42 950 369 347 74 92
internal_count=3121 590 2531 2420 186 404 2375 306 216 111 1921 454 415 112 99 174 145 103 1822 58 1764 985 98 75 42 950 369 347 74 92
is_linear=0
shrinkage=0.00196078


Tree=9099
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 2 4 4 2 4 14 12 15 0 1 47 40 47 4 4 49 3 15 3 13 16 47 43
split_gain=12.7527 1.619 1.38784 0.952418 0.926902 0.537133 0.496855 0.476484 0.419798 0.390097 0.29821 0.283375 0.203256 0.196727 0.153741 0.147309 0.195823 0.147197 0.125722 0.121214 0.118773 0.10614 0.105726 0.153307 0.105513 0.102563 0.0858747 0.0851711 0.0848963 0.103633
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.091545000000000015 0.40945500000000007 0.14285500000000004 0.40124500000000002 -0.16363499999999997 0.10855000000000002 -0.0086549999999999978 0.076175000000000007 0.12757000000000002 -0.41396999999999995 -0.10836499999999999 0.075045000000000014 0.091680000000000011 -0.0061149999999999998 0.077555000000000013 -0.064054999999999987 -0.0070899999999999991 -0.063424999999999981 -0.013929999999999998 -0.037864999999999989 0.090900000000000009 -0.0062949999999999994 -0.088909999999999989 0.090100000000000013 -0.081289999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 10 12 7 18 21 -6 19 13 15 -7 26 16 -4 22 -3 20 -1 -5 23 -11 -20 -22 -8 -24 29 -2
right_child=1 6 5 8 9 11 14 -9 -10 17 -12 -13 -14 -15 -16 -17 -18 -19 24 -21 25 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074497785660835767 0.00027597800502667712 0.00034262738753037126 0.00071725160792502436 0.00074281731123407985 0.00068604881998332969 0.00070906637387783251 0.00020387072260077987 0.00020894937540040794 0.0004056767971734085 0.00036307713818773692 0.00050148842289652825 0.00062190047122684183 0.00086909988156669889 0.00054860136210729924 0.00010266762071202579 0.00074143369201391004 0.00048406872555942221 0.00056965740031088589 0.00059090046926154086 0.00080664266317635942 0.00067274196791981171 0.00060887907065597228 0.00043591114499263658 0.00057912655383431945 0.00041514216190633162 0.00053161400374513942 0.00032304183639330313 0.0002980022325585261 0.00048726571151633664 0.00039616209733705062
leaf_weight=65 36 25 45 46 31 560 85 48 29 23 34 250 46 31 46 1157 20 29 29 34 83 45 33 28 24 26 32 36 27 118
leaf_count=65 36 25 45 46 31 560 85 48 29 23 34 250 46 31 46 1157 20 29 29 34 83 45 33 28 24 26 32 36 27 118
internal_value=0 0.00037501 0.000695125 0.000475655 0.00059248 0.000715663 0.000270186 0.000362657 0.000611115 0.000485928 0.000671734 0.00067724 0.000741148 0.000700649 0.000198706 0.000736331 0.000645503 0.000444292 0.000457246 0.000699562 0.000678639 0.000676584 0.000413996 0.000481693 0.000511312 0.000639078 0.000236465 0.000363959 0.000385848 0.000368067
internal_weight=0 590 2531 301 422 2109 289 126 120 180 242 841 1268 591 163 1222 65 149 78 208 174 91 120 51 53 109 117 69 181 154
internal_count=3121 590 2531 301 422 2109 289 126 120 180 242 841 1268 591 163 1222 65 149 78 208 174 91 120 51 53 109 117 69 181 154
is_linear=0
shrinkage=0.00196078


Tree=9100
num_leaves=31
num_cat=0
split_feature=1 4 12 2 376 4 0 3 1 12 1 1 1 43 1429 4 0 0 474 16 132 43 1213 12 482 16 12 399 398 52
split_gain=0.550804 0.0804398 0.0760312 0.0533593 0.0533996 0.0513324 0.0555328 0.0875418 0.0336472 0.0320381 0.0389978 0.0316315 0.0307344 0.0292438 0.0249125 0.0248844 0.0278611 0.0246232 0.0219936 0.032952 0.0219551 0.0415452 0.02207 0.0211494 0.0211357 0.0314167 0.0379812 0.0199929 0.0232978 0.0197024
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.10912000000000001 0.080200000000000007 -0.17966999999999997 -0.071924999999999989 0.11924500000000002 0.13075500000000004 0.08815000000000002 0.089875000000000024 0.086255000000000012 0.096255000000000021 0.093175000000000022 0.087700000000000014 -0.0024449999999999997 -0.092404999999999973 0.056435000000000006 0.084510000000000016 -0.039889999999999988 0.10833500000000001 -0.11720999999999999 0.11395000000000001 0.12757000000000002 0.090355000000000005 -0.11118499999999999 -0.12529499999999996 0.091255000000000017 0.099290000000000003 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 17 7 12 -3 10 13 -8 18 14 20 16 -11 -1 19 -7 21 -4 29 27 25 26 -10 -18 -29 -23
right_child=1 8 9 -5 -6 6 11 -9 24 15 -12 -13 -14 -15 -16 -17 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0094965936014583963 0.0073006024803431175 0.0039063097448595206 0.01115428405080704 0.0036978109873429727 0.0019377767743373462 0.0068378602157553332 0.0062416137018728828 0.00046277322156432394 0.0056803998092866759 0.0095811449646134861 0.0042843279070579089 0.0015414212623404133 0.0053099316425938561 0.011134488595593156 0.0046980233419509163 0.0065517609039178262 0.0073870830725076518 0.0059477037461153391 0.004434284069575369 0.0098674069861309568 0.0049182238271168899 0.008353019924644059 0.0051035745486539483 0.0046644459366453469 0.004474306562105599 -0.0017789224802982062 0.00097577039151264429 0.011356506345327944 0.0069502803302990898 0.0064415758120495896
leaf_weight=60 119 124 47 138 22 97 21 24 22 64 26 45 94 33 21 325 798 29 20 57 20 627 24 27 23 28 78 28 21 59
leaf_count=60 119 124 47 138 22 97 21 24 22 64 26 45 94 33 21 325 798 29 20 57 20 627 24 27 23 28 78 28 21 59
internal_value=0 0.00389939 0.00737617 0.0050957 0.00646385 0.00619096 0.00565664 0.00624877 0.00268567 0.00762607 0.008098 0.00303694 0.00676692 0.00821732 0.00809669 0.00730585 0.00756713 0.00834021 0.00755402 0.00795919 0.00818854 0.00827495 0.00808434 0.00741965 0.0016833 0.00118179 0.00201079 0.00750747 0.00946812 0.00818862
internal_weight=0 554 2567 279 141 447 358 292 275 2120 857 66 268 831 798 1263 938 89 174 154 777 757 710 874 151 128 100 847 49 686
internal_count=3121 554 2567 279 141 447 358 292 275 2120 857 66 268 831 798 1263 938 89 174 154 777 757 710 874 151 128 100 847 49 686
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 14 4 1 4 2 3 1 47 3 14 52 1 2 3 1 12 4 2 13 15 12 15
split_gain=14.2178 2.31579 1.4251 1.33026 0.825129 0.731362 0.602963 0.468482 0.454176 0.402826 0.378834 0.347123 0.331096 0.21169 0.161529 0.15903 0.143467 0.131814 0.12035 0.131461 0.201172 0.117241 0.117181 0.11247 0.0936904 0.0877691 0.0795558 0.074857 0.0963135 0.0872087
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.17025000000000004 0.062655000000000016 0.40945500000000007 0.09253500000000002 0.40473500000000007 0.089775000000000008 0.30112000000000005 0.091195000000000012 0.090100000000000013 0.12745000000000004 0.096015000000000017 -0.56176499999999996 0.088975000000000012 0.097845000000000015 1.0000000180025095e-35 0.15799000000000005 0.095780000000000018 -0.036839999999999991 -1.0000000180025095e-35 -0.0062949999999999994 1.0000000180025095e-35 0.091625000000000012 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 15 6 8 9 12 13 -5 -6 14 16 27 21 -4 -10 -14 23 -21 -3 -9 -20 -2 -16 -11 28 29 -1
right_child=1 2 7 10 11 -7 -8 22 17 26 -12 -13 18 -15 25 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089100219246720071 0.00081447016082557982 0.00034707557190207021 0.00040558609257411454 0.0006969601822525022 0.00070381879732444848 0.00050488154585141419 0.00046621613379786996 0.00019954888434165234 0.00096146049165373175 0.00023268493013132234 0.00044013929819711965 0.00045225816614487588 0.00083608474476924385 0.00026311841287024305 0.00061740123925088837 0.00054131383325326887 0.00058594482543032145 0.00078992653655054145 0.00075908277258106012 0.00050513556141868908 0.00072658696868484695 0.00044429983608448484 1.2183455658170466e-05 0.00071042411398860141 0.00065840284168775898 0.00075068454860947919 0.00034276284814534029 0.00081005579250866238 0.00067528223290162922 0.00077790757146676886
leaf_weight=28 50 99 39 34 71 41 25 33 61 98 63 30 45 22 21 33 30 24 453 24 46 92 21 306 21 199 34 634 33 411
leaf_count=28 50 99 39 34 71 41 25 33 61 98 63 30 45 22 21 33 30 24 453 24 46 92 21 306 21 199 34 634 33 411
internal_value=0 0.000433389 0.000393889 0.000755185 0.000481964 0.000764469 0.000769076 0.000290552 0.00077239 0.000330233 0.000530159 0.000629098 0.000766956 0.000430602 0.000786485 0.000415622 0.000484003 0.000913027 0.000737328 0.000731967 0.000650661 0.000393906 0.000126685 0.000739465 0.000768309 0.000737962 0.000261038 0.000796137 0.000777441 0.000785121
internal_weight=0 673 602 2448 325 2351 2310 277 2285 223 97 101 2200 91 1326 224 69 85 874 829 70 191 54 759 71 220 132 1106 472 439
internal_count=3121 673 602 2448 325 2351 2310 277 2285 223 97 101 2200 91 1326 224 69 85 874 829 70 191 54 759 71 220 132 1106 472 439
is_linear=0
shrinkage=0.00196078


Tree=9102
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 2 4 159 14 2 0 2 1 475 1 4 15 2 2 4 43 157 150 43 3 1 0 160 3
split_gain=10.3806 1.17245 1.12004 0.894923 0.646049 0.435997 0.423689 0.300368 0.258607 0.229074 0.183533 0.169353 0.168801 0.146804 0.136474 0.134896 0.133355 0.1556 0.123338 0.114351 0.114211 0.10796 0.107709 0.0933561 0.0898577 0.0870894 0.0832785 0.0722159 0.101534 0.0671627
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.08864000000000001 0.12958500000000003 0.095545000000000005 -0.17966999999999997 0.082585000000000006 0.076975000000000002 0.13501500000000002 -0.23194499999999998 0.11704500000000001 0.10124500000000002 -0.066784999999999983 0.16175000000000003 -0.064054999999999987 -0.03241999999999999 0.14285500000000004 0.099185000000000009 0.033845000000000007 -0.04890499999999999 -0.41266499999999995 1.0000000180025095e-35 -0.013199999999999998 0.086245000000000016 0.083345000000000016 -0.079119999999999982 -0.081069999999999989 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 11 -3 9 -6 18 20 14 -1 -2 21 -8 -7 19 -18 23 -13 27 -9 -16 24 -5 -23 -22 -4 -29 -26
right_child=1 5 6 8 7 15 10 13 -10 -11 -12 16 -14 -15 22 -17 17 -19 -20 -21 26 25 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0007861885901228416 0.00059950868553463731 0.00033953590355832047 0.00067576189345357901 0.00035893241119522887 0.00064948605188533219 0.00021031866569091944 0.00069592732424829514 0.00040658646421914366 0.00023630509520795978 0.00079748180681629764 0.00046986098651476615 0.00071686141383953583 0.00040149459797962037 0.0003805478693189093 0.00072158174434758238 5.3142518973818008e-05 0.00060383055793550116 0.00043054428222111024 0.00025626577223441545 0.0005423999029923887 0.00064461489662456057 0.00061518107218290464 0.00059100840442332758 0.00034552196201982822 0.00059019657227072904 0.00047542495356288318 0.00053303750157926368 0.0005194883519674049 0.0006522846214234891 0.000444248351677657
leaf_weight=22 96 128 1141 22 31 131 66 39 57 51 37 52 20 85 26 25 76 27 21 20 69 30 369 41 22 40 41 24 285 27
leaf_count=22 96 128 1141 22 31 131 66 39 57 51 37 52 20 85 26 25 76 27 21 20 69 30 369 41 22 40 41 24 285 27
internal_value=0 0.000345452 0.000634265 0.000429659 0.000542054 0.000254721 0.000652715 0.000470266 0.000346805 0.000668167 0.000602729 0.000624044 0.000565368 0.000441628 0.000613394 0.00018513 0.000603661 0.000558406 0.000394162 0.0006684 0.00066394 0.00048926 0.000599603 0.000420017 0.000463036 0.00053532 0.000603027 0.000668561 0.00064197 0.000509776
internal_weight=0 590 2531 306 422 284 2109 225 190 1611 498 197 116 194 461 156 175 103 133 72 1560 109 395 112 71 70 110 1450 309 49
internal_count=3121 590 2531 306 422 284 2109 225 190 1611 498 197 116 194 461 156 175 103 133 72 1560 109 395 112 71 70 110 1450 309 49
is_linear=0
shrinkage=0.00196078


Tree=9103
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 4 2 2 4 4 12 0 11 0 0 2 43 1 4 4 15 0 52 2 0 13 0 4 11
split_gain=8.30315 0.957095 0.897739 0.609178 0.491371 0.331212 0.303442 0.29451 0.287411 0.251455 0.233774 0.189805 0.174815 0.148991 0.145725 0.130179 0.127226 0.127687 0.125776 0.106302 0.0989245 0.158155 0.0973551 0.0895256 0.080854 0.0807307 0.075432 0.0742892 0.0726413 0.0677865
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.36766000000000004 0.40124500000000002 0.13501500000000002 0.14285500000000004 0.27834500000000006 -0.15464999999999998 0.08815000000000002 -0.030209999999999997 1.0000000180025095e-35 -0.11242999999999999 -0.23194499999999998 0.092235000000000025 -0.04890499999999999 0.15471500000000002 -0.0043399999999999992 -0.064054999999999987 -0.03241999999999999 0.13134000000000004 1.0000000180025095e-35 0.10381000000000001 -0.094299999999999981 -0.0062949999999999994 -0.15931499999999996 -0.036839999999999991 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 15 8 28 9 -3 11 -6 13 16 14 -4 -1 17 -12 26 25 22 -22 -17 24 -18 -13 -7 -19 -5 -15
right_child=1 5 7 6 10 18 -8 -9 -10 -11 12 19 -14 29 -16 20 23 27 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069555108984948905 0.00031169951204961145 0.00037736539215702945 0.00046182305986421698 0.00062852220066984897 0.00055520319927702922 0.0001718583228481831 0.00031719600342269524 0.0004075656070018105 0.00017677326189805071 0.00036526068278095299 0.00036737524330096566 0.00065303238040926735 0.00021676630037380199 0.00075260903715897826 0.00060587692281156055 0.00063910595050045086 0.00041761125303323317 0.00045434396181787763 6.5260929086816903e-05 0.0005383112063400107 0.00054233923219951686 0.00036763587077848274 0.00048258265284505965 0.00047995348004441636 0.00028297385270017658 0.00057614815732971085 0.0002820571773178324 0.00061564808433521329 0.00050963158569028303 0.00063132873533300056
leaf_weight=22 181 76 28 29 40 104 29 37 43 20 27 56 20 37 755 50 27 21 35 300 76 27 22 20 47 842 31 23 62 34
leaf_count=22 181 76 28 29 40 104 29 37 43 20 27 56 20 37 755 50 27 21 35 300 76 27 22 20 47 842 31 23 62 34
internal_value=0 0.00030614 0.000564441 0.000383524 0.000481887 0.000225544 0.000491858 0.00058096 0.000304883 0.000584056 0.00041928 0.000586189 0.000389892 0.000608524 0.000600726 0.000553392 0.000410876 0.000473525 0.000170007 0.000570267 0.00053552 0.000496543 0.000591279 0.000363557 0.000332098 0.000580943 0.000197163 0.000538662 0.00054752 0.000694531
internal_weight=0 590 2531 301 422 289 120 2109 119 2072 225 2052 185 854 783 197 165 71 170 1198 175 103 72 94 74 898 135 44 91 71
internal_count=3121 590 2531 301 422 289 120 2109 119 2072 225 2052 185 854 783 197 165 71 170 1198 175 103 72 94 74 898 135 44 91 71
is_linear=0
shrinkage=0.00196078


Tree=9104
num_leaves=31
num_cat=0
split_feature=1 3 12 1 15 2 3 12 3 4 151 4 0 2 0 47 39 0 47 3 1 1 3 1420 481 12 4 157 2 4
split_gain=0.638198 0.0892874 0.0872269 0.0553939 0.0540799 0.0471986 0.0421965 0.0402159 0.0371084 0.0348098 0.0325056 0.0510583 0.0660832 0.0363671 0.0308877 0.0283008 0.0275152 0.0274282 0.0266638 0.0262078 0.0257544 0.0389822 0.0231427 0.0229926 0.0230515 0.02627 0.0315366 0.0214462 0.0209792 0.0243658
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.050935000000000008 0.11411 0.31534000000000006 -0.42850999999999995 0.076840000000000006 0.053180000000000012 0.079100000000000018 -0.17966999999999997 -0.068944999999999992 0.09358000000000001 -0.036484999999999997 0.077555000000000013 0.096625000000000016 -0.079119999999999982 0.090280000000000013 -0.045649999999999989 0.11212500000000002 0.11751000000000002 -0.059315 -0.078304999999999986 -0.051484999999999996 0.12757000000000002 -0.50427999999999995 -0.23976499999999998 0.113445 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 15 10 14 8 -8 16 17 11 -5 13 -13 18 28 20 22 -2 23 -3 -22 27 -19 -25 26 -26 -4 29 -1
right_child=1 6 9 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0093531045744875609 0.010663264858416253 0.00088664063310716311 0.0057511900426246805 0.010461477776698303 0.010564531084327471 0.0040567340481460898 0.0041365722553538429 -0.0001844998769229278 0.0053187755006912736 0.0071171627725664949 0.001696691071898069 0.0079454211994626333 0.0014242555713281037 0.0047682552112958149 0.0043975943533811146 0.010834744765326896 0.0015029173874391349 0.010749307667304364 0.0069304424198344348 0.0042716962285339836 0.0087159788794815545 0.0035961964777831376 0.012021937891840936 0.0047809419687837367 0.011235269947598379 0.0044802956637882054 0.0078954374148170643 0.0086538355662309184 0.0044120531046064572 0.0067580788620227178
leaf_weight=63 31 20 26 20 21 70 35 56 117 247 23 62 38 86 26 29 71 28 50 20 20 58 20 24 30 21 491 1213 20 85
leaf_count=63 31 20 26 20 21 70 35 56 117 247 23 62 38 86 26 29 71 28 50 20 20 58 20 24 30 21 491 1213 20 85
internal_value=0 0.00422288 0.00796534 0.00669586 0.00570767 0.00607566 0.00335301 0.00147745 0.00394978 0.00823301 0.00526228 0.00566038 0.00514413 0.00609923 0.00739646 0.0079499 0.00300201 0.00838016 0.00835905 0.00783218 0.00408808 0.00490896 0.0086474 0.00795207 0.00781369 0.00794798 0.00808775 0.00859292 0.00745192 0.00786272
internal_weight=0 554 2567 447 250 177 377 91 286 2120 229 206 186 148 107 197 169 1873 81 614 98 78 1259 594 566 542 521 1239 168 148
internal_count=3121 554 2567 447 250 177 377 91 286 2120 229 206 186 148 107 197 169 1873 81 614 98 78 1259 594 566 542 521 1239 168 148
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 4 2 34 2 4 14 47 3 16 47 14 49 1 16 43 2 3 0 15 13 4
split_gain=10.9563 1.29019 1.20083 0.798436 0.643899 0.433854 0.381784 0.336556 0.307054 0.279436 0.237553 0.246615 0.209187 0.18361 0.157272 0.147894 0.141218 0.120767 0.11824 0.10974 0.105147 0.105777 0.104026 0.099172 0.185262 0.0947646 0.0894926 0.131028 0.086669 0.0849103
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.090285000000000018 0.40124500000000002 0.033845000000000007 -0.16363499999999997 0.14285500000000004 -1.0000000180025095e-35 0.11389000000000002 0.27834500000000006 0.076175000000000007 0.091680000000000011 -0.065819999999999976 -0.040964999999999994 0.077555000000000013 0.062655000000000016 -0.063424999999999981 0.10089500000000001 0.10994000000000002 -0.04890499999999999 0.11177500000000001 -0.13309499999999996 -0.11242999999999999 -0.095244999999999982 -1.0000000180025095e-35 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 23 12 10 14 29 16 -6 11 -3 18 -13 26 20 -8 -7 19 22 21 -11 -1 -2 -25 -10 27 -4 -15 -5
right_child=1 5 6 7 9 17 8 -9 25 15 -12 13 -14 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00058328865749906046 0.00031400148997281097 0.00016236839625245864 0.00072122947258107799 0.00071979251522079693 0.00064563070206533567 0.00033700702662713892 0.00067324286007352878 0.00038965052702767043 0.00044814250410215304 0.00055472931635925195 0.00015755673073727675 0.00044918425912788228 0.00044762114703708367 0.00022371939036908535 0.00081215757568575643 0.0005632451606430184 0.00059607144149522936 0.00053583784576724557 0.00075634487473532621 0.00076550288965889044 0.00036140450061212821 0.00038385657624511517 0.00070089059809782194 0.00056660689426828409 0.00036396853232044515 0.00058877819737577749 0.00069866352525309197 0.00050194402392986833 0.00037739601631472312 0.0005912532672936369
leaf_weight=121 77 45 20 29 31 23 692 29 21 30 97 36 22 43 46 31 105 24 33 20 70 26 38 22 82 150 1053 22 21 62
leaf_count=121 77 45 20 29 31 23 692 29 21 30 97 36 22 43 46 31 105 24 33 20 70 26 38 22 82 150 1053 22 21 62
internal_value=0 0.000359724 0.000656437 0.00044957 0.000560959 0.000266148 0.000675542 0.000573596 0.0006469 0.000475509 0.000232667 0.000282914 0.000629611 0.000337159 0.000699842 0.000441918 0.000663076 0.000438538 0.000648496 0.000628614 0.000412067 0.000475396 0.000611395 0.000367342 0.000406834 0.000571507 0.000695123 0.000606366 0.000274145 0.000632216
internal_weight=0 590 2531 301 422 289 2109 120 968 188 242 145 234 100 1141 157 797 47 212 179 126 56 159 181 104 171 1095 42 64 91
internal_count=3121 590 2531 301 422 289 2109 120 968 188 242 145 234 100 1141 157 797 47 212 179 126 56 159 181 104 171 1095 42 64 91
is_linear=0
shrinkage=0.00196078


Tree=9106
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 47 4 2 0 1 150 4 4 12 1 15 4 475 47 16 0 15 160 160 4 4
split_gain=16.8644 2.60768 1.78756 1.50679 1.01305 0.862056 0.56115 0.463685 0.446299 0.430263 0.381064 0.345576 0.268372 0.311418 0.237421 0.214838 0.187682 0.169141 0.166242 0.14554 0.127996 0.117182 0.104781 0.102412 0.0991354 0.107528 0.0870867 0.0848283 0.0814946 0.0807132
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.14122000000000004 0.092845000000000025 0.13082500000000002 0.40473500000000007 0.14960000000000004 -0.10474999999999998 0.085345000000000018 1.0000000180025095e-35 0.0082450000000000006 0.27834500000000006 0.087695000000000009 0.089770000000000016 -0.097454999999999986 -0.49013999999999996 -0.082014999999999991 0.090100000000000013 -0.0013749999999999997 -0.15202999999999997 -0.03241999999999999 0.085755000000000012 -1.0000000180025095e-35 -0.0070899999999999991 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 22 6 12 14 -5 11 28 16 13 24 21 17 -4 18 20 -15 -14 -7 -3 -19 -1 -26 -21 -18 -6 -2
right_child=1 2 9 8 10 7 -8 -9 -10 -11 -12 -13 15 19 -16 -17 27 23 -20 26 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00080615591006917206 0.00071709062831074586 0.00028928790541738424 0.00029918981874867004 0.00060531678942694 0.00072424643569522426 0.00073802414627527466 0.00086906705939732837 0.0004107501672243228 0.00033150488000935298 0.00037185232076609147 0.0003581703509039739 2.9952642774834884e-05 0.00084938184413950338 0.0006348300134470941 0.00045455401262440605 0.00061275713678253822 0.00023406133267973715 0.00070236474563924146 0.0005744193368682675 0.00035241564023582374 0.00073090521660823104 0.00062964327470830248 0.00040894013232442502 0.00065025832940350417 0.00072820653100641507 0.00056518377913605605 0.00053320503493650955 0.00011580703953695957 0.00057869092097469395 0.0005787571368653789
leaf_weight=23 50 191 43 37 21 43 76 41 60 34 30 79 37 25 28 93 32 646 25 20 668 355 33 187 35 28 21 86 50 24
leaf_count=23 50 191 43 37 21 43 76 41 60 34 30 79 37 25 28 93 32 646 25 20 668 355 33 187 35 28 21 86 50 24
internal_value=0 0.000324972 0.000282073 0.00067544 0.000380424 0.000685321 0.000704015 0.000609907 0.000435949 0.000165415 0.000543454 0.00013617 0.000697077 0.000618226 0.000629075 0.000704314 0.000188289 0.000709762 0.000731551 0.000516915 0.000737123 0.000641353 0.000306915 0.000690667 0.000695976 0.000655752 0.000445015 0.000147876 0.000621743 0.000672226
internal_weight=0 673 599 2448 325 2351 1884 467 97 274 101 240 1808 152 426 1656 161 1563 730 66 705 398 224 833 86 63 41 118 71 74
internal_count=3121 673 599 2448 325 2351 1884 467 97 274 101 240 1808 152 426 1656 161 1563 730 66 705 398 224 833 86 63 41 118 71 74
is_linear=0
shrinkage=0.00196078


Tree=9107
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 4 1 4 159 2 14 49 3 47 47 4 0 1 14 16 3 2 150 12 15 49 147 0 16 3
split_gain=7.27654 0.90688 0.789721 0.665372 0.478298 0.310043 0.308559 0.245892 0.191432 0.173174 0.16965 0.133414 0.127758 0.110262 0.109924 0.102757 0.102348 0.09957 0.0870657 0.0809561 0.0856241 0.0799765 0.082734 0.0798166 0.0755174 0.0749243 0.069474 0.0668583 0.0628626 0.070579
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.092390000000000014 -0.16363499999999997 0.13075500000000004 0.052250000000000012 0.082585000000000006 0.10855000000000002 0.076175000000000007 -0.017229999999999999 -0.065819999999999976 0.091680000000000011 0.077555000000000013 0.27834500000000006 -0.10607499999999999 0.15471500000000002 0.062655000000000016 0.10994000000000002 0.090900000000000009 0.14285500000000004 1.0000000180025095e-35 0.087695000000000009 -0.12563999999999997 -0.085174999999999987 0.088610000000000008 -0.077429999999999985 -0.0013749999999999997 -0.16186999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 9 -6 26 10 21 14 12 -2 16 25 18 24 -4 -8 19 20 -1 22 -5 -18 -9 -7 -3 -14 -25 -30
right_child=1 6 7 8 5 13 17 15 -10 -11 -12 -13 27 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.00050286044625537471 0.00033842045274657919 0.00029725335620807392 0.00041509796372231317 0.00039345765469898773 0.0005587062358403793 0.00042526744563483839 0.00017598346557584356 0.00061527579876722075 0.00019632434362874311 0.00038067957854525931 0.00065550255163790362 0.00051111875011578922 0.00056947527335619874 0.00044888693204292159 0.00063931508647168387 0.00035685573528015539 0.00057254400569556752 5.6661751215197461e-05 0.00063546010457417551 0.00057865410621129871 0.00037784074558367753 0.0002210988452643709 0.00028283098620811981 0.00055501551691225265 0.00048910287327332577 0.00029696875871841757 0.00017435438657069908 0.00045680873830045458 0.00058937496688289974 0.0005070677060006678
leaf_weight=85 21 112 20 71 31 21 116 20 57 33 61 95 27 31 32 21 681 35 20 36 28 21 41 701 207 105 21 81 48 242
leaf_count=85 21 112 20 71 31 21 116 20 57 33 61 95 27 31 32 21 681 35 20 36 28 21 41 701 207 105 21 81 48 242
internal_value=0 0.000288778 0.000530584 0.000362837 0.000453156 0.000379509 0.000208983 0.000546078 0.000291395 0.000512325 0.000553806 0.000479854 0.00055036 0.000344126 0.000533938 0.00048808 0.000554534 0.000148326 0.000513985 0.000497679 0.000471882 0.00033214 0.00035296 0.000556201 0.000500219 0.000318352 0.000277848 0.000484975 0.000544971 0.000520691
internal_weight=0 590 2531 306 422 188 284 2109 190 234 1861 116 1800 157 201 248 1692 151 169 149 113 133 112 1672 227 126 133 108 991 290
internal_count=3121 590 2531 306 422 188 284 2109 190 234 1861 116 1800 157 201 248 1692 151 169 149 113 133 112 1672 227 126 133 108 991 290
is_linear=0
shrinkage=0.00196078


Tree=9108
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 15 1 4 4 12 1 13 0 151 4 0 2 157 13 4 15 2 14 15 3 16 1429 15 43 4
split_gain=0.724351 0.0994306 0.0981935 0.065364 0.0607572 0.0512669 0.0442485 0.0394526 0.0382422 0.034352 0.0360847 0.0336776 0.0300971 0.029386 0.0492065 0.0592844 0.0332634 0.0278271 0.0307727 0.0256195 0.0649534 0.0274301 0.0219529 0.0249464 0.0281036 0.0214816 0.0326728 0.0412831 0.0309527 0.0301876
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.050935000000000008 0.15471500000000002 0.40124500000000002 0.098655000000000007 0.08815000000000002 0.089875000000000024 -0.14819499999999997 -0.23194499999999998 0.079100000000000018 -0.17966999999999997 -0.067094999999999988 0.10252500000000002 -0.065184999999999979 -0.004174999999999999 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 -0.46166999999999997 -0.56368999999999991 -0.13309499999999996 -1.0000000180025095e-35 0.084930000000000019 -0.07490999999999999 -0.070064999999999975 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 13 22 9 17 10 11 -4 -1 14 -6 16 -16 -5 -19 21 -21 -14 -3 -24 -25 -11 27 -27 29 -29
right_child=1 6 7 8 5 -7 -8 -9 -10 25 -12 -13 19 -15 15 -17 -18 18 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.01183717879043384 0.0078078003783178113 0.0053969793040305383 0.012442965207226349 0.00062143809627741582 0.010660923704367635 0.010731686123957238 -0.00027345462236553429 0.004355796925457461 0.008150434608642872 0.0086619813544596934 0.0054565518870949743 0.0091829227462647631 0.010570508343069098 0.0021790002892806155 0.0076618979098672831 0.0017326434931185632 0.0046824208241414977 0.0033486036219106743 0.0064697287921958117 0.0083980177944268739 0.002688084525504598 0.0062127503595547752 0.0059857218866236515 0.0049818477225735004 0.0018820799098397776 0.0097652473479568486 0.01027847019267147 0.0026827266789041463 0.0079957085598873403 0.0065573451315773836
leaf_weight=22 98 50 33 21 20 21 35 21 26 845 25 797 52 23 82 35 69 83 51 76 27 20 25 38 127 63 46 24 142 124
leaf_count=22 98 50 33 21 20 21 35 21 26 845 25 797 52 23 82 35 69 83 51 76 27 20 25 38 127 63 46 24 142 124
internal_value=0 0.0043976 0.00838467 0.00572766 0.00703775 0.00600282 0.0030482 0.00866867 0.00460139 0.00871182 0.00919979 0.00931254 0.0083511 0.00556917 0.00594769 0.00544089 0.00630042 0.00400607 0.00453649 0.00791285 0.00690124 0.00936002 0.00353261 0.00304199 0.00259597 0.00837643 0.0077717 0.00744504 0.00694099 0.00592903
internal_weight=0 554 2567 279 447 250 275 2120 181 2099 855 830 197 229 206 186 151 155 134 175 103 72 240 190 165 1244 399 353 290 148
internal_count=3121 554 2567 279 447 250 275 2120 181 2099 855 830 197 229 206 186 151 155 134 175 103 72 240 190 165 1244 399 353 290 148
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 1 4 2 457 14 2 4 4 0 150 0 16 475 4 0 43 16 52 4 47 43 3 0 16
split_gain=8.87148 1.07691 0.923014 0.660318 0.587033 0.33888 0.297695 0.2767 0.245499 0.26293 0.238126 0.182011 0.181783 0.154246 0.192517 0.141566 0.178209 0.116571 0.108334 0.108219 0.151339 0.0813445 0.0777855 0.0762585 0.113792 0.0723142 0.0747246 0.0680171 0.0673853 0.0662266
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.099185000000000009 0.12865500000000005 0.09253500000000002 0.40124500000000002 0.14122000000000004 0.080930000000000016 0.076975000000000002 0.14285500000000004 0.27834500000000006 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 -0.14832499999999996 -0.061854999999999993 -0.069854999999999987 -0.55119499999999988 -0.079119999999999982 -0.080324999999999994 -0.059624999999999991 0.039215000000000007 0.24564500000000003 0.090100000000000013 -0.070064999999999975 -0.017889999999999996 -0.14226499999999997 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 10 11 -4 -5 9 18 13 12 -3 14 -1 16 -15 -7 -6 -16 -21 -8 -18 24 -20 26 -2 -14 -28 -25
right_child=1 5 6 7 8 17 21 -9 -10 -11 -12 -13 27 15 19 -17 22 -19 23 20 -22 -23 -24 29 -26 -27 28 -29 -30 -31
leaf_value=0.000478094631972396 0.00023179207993095365 0.00033198579319515358 0.00053640769831105777 0.00053946388433062295 0.00060522241682517115 0.00023678807583957107 0.00035514578011919967 0.00031952335800852137 0.00036215428490100839 0.00036388017370301163 0.0006929415426255571 0.0001097647972905352 0.00024923915203950691 0.00071588663939111817 0.00072519730995683105 0.00038579404506272353 0.00055419761651336042 0.00043004501367511312 0.00051159985263733937 0.00059810905587924447 0.00055365011469156857 0.00021204713812005731 0.00046234126586936999 0.00056890277702511172 0.00036247514865615148 0.00039234424717372624 0.00039125203118458684 0.000141006676608135 0.00027881874041301834 0.00045300552209776138
leaf_weight=63 65 40 34 91 69 20 56 29 41 38 72 97 33 21 22 24 107 30 186 1147 396 21 53 137 22 27 32 69 57 22
leaf_count=63 65 40 34 91 69 20 56 29 41 38 72 97 33 21 22 24 107 30 186 1147 396 21 53 137 22 27 32 69 57 22
internal_value=0 0.000291437 0.000558432 0.000373521 0.000566451 0.000205945 0.000383595 0.000486312 0.000507716 0.000520307 0.00058233 0.000175234 0.000219956 0.000577985 0.000584368 0.000527297 0.00054606 0.000352742 0.000533941 0.000588646 0.000586699 0.000316119 0.00052377 0.000520539 0.000495827 0.000298743 0.000282333 0.000176023 0.000319244 0.000552867
internal_weight=0 590 2531 301 2420 289 111 120 515 474 1905 239 142 1833 1628 205 181 50 436 1565 1543 77 160 367 208 181 154 102 89 159
internal_count=3121 590 2531 301 2420 289 111 120 515 474 1905 239 142 1833 1628 205 181 50 436 1565 1543 77 160 367 208 181 154 102 89 159
is_linear=0
shrinkage=0.00196078


Tree=9110
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 15 4 50 4 34 49 14 39 4 0 3 133 0 1 160 133 0 1 42 11 42 3 0 48 15
split_gain=0.644992 0.09153 0.0870435 0.0751512 0.0537827 0.0439887 0.0365052 0.0362524 0.0357935 0.0329692 0.0266859 0.0265755 0.0254705 0.0290114 0.0286723 0.044136 0.0385905 0.0249354 0.0262367 0.0376777 0.0830773 0.0302263 0.0382435 0.0364713 0.0242871 0.024221 0.0242723 0.043938 0.0423164 0.0233252
threshold=0.10920500000000001 0.13754500000000003 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.035560000000000008 0.2623950000000001 0.086295000000000011 0.053180000000000012 -0.021334999999999996 -0.083094999999999988 -0.46242499999999992 0.10166000000000001 -0.46376499999999993 -0.23091999999999999 0.084940000000000015 -0.029034999999999995 -0.079119999999999982 0.081670000000000006 -0.081069999999999989 0.076280000000000014 -0.071719999999999992 0.091095000000000023 0.11275500000000001 1.0000000180025095e-35 0.09112000000000002 -0.0063699999999999989 -0.067094999999999988 -0.0046349999999999994 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 10 25 -5 -3 17 -2 -1 -11 13 -12 -15 16 -16 24 19 20 -19 23 -23 29 -4 26 27 -6 -28 -20
right_child=1 7 8 6 5 -7 -8 -9 -10 11 12 -13 -14 14 15 -17 -18 18 21 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.011235712415405684 0.0019142020463256077 0.0012789506256221566 0.0084644186295565107 0.0077236048447820449 0.0058048347855219617 0.0096363499350845816 0.004209690566583559 0.0048523883583854784 0.0070346571468307001 0.0078252525508022783 0.010369609375974458 0.0041225244407542055 0.0046985110070506507 0.010589464055374266 0.0050822525226976722 0.0023894204148313123 0.0098245506527254722 0.00047675909493894624 0.0060281430770243918 0.0076843718022128627 0.0084946144571793943 0.01380094770283904 0.0089616553795136764 0.0039617060633052306 0.01039417469671563 0.0018930054164957256 0.0026348651704514244 0.00080124404675398881 0.007306224130794849 0.0095055787478603663
leaf_weight=21 63 122 1190 106 54 25 41 37 247 22 38 163 28 20 32 21 37 24 28 340 28 20 89 23 69 20 24 26 101 62
leaf_count=21 63 122 1190 106 54 25 41 37 247 22 38 163 28 20 32 21 37 24 28 340 28 20 89 23 69 20 24 26 101 62
internal_value=0 0.00413645 0.00789877 0.00495195 0.00663062 0.00565691 0.00674353 0.00211051 0.00816616 0.00389001 0.0078663 0.00456285 0.00746427 0.00798752 0.00716461 0.00640354 0.00762522 0.00831537 0.00779289 0.00730096 0.00479407 0.00866153 0.0098496 0.00751551 0.00857018 0.00521475 0.00553882 0.00417867 0.00640932 0.00842371
internal_weight=0 554 2567 395 447 250 147 159 2120 248 197 185 176 148 110 90 69 1873 614 392 52 222 109 113 1259 225 205 80 125 90
internal_count=3121 554 2567 395 447 250 147 159 2120 248 197 185 176 148 110 90 69 1873 614 392 52 222 109 113 1259 225 205 80 125 90
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=31
num_cat=0
split_feature=1 1 12 2 3 43 150 43 133 4 10 34 2 10 12 0 3 12 376 4 16 150 160 0 10 43 2 0 1212 1212
split_gain=0.522443 0.0765714 0.0705052 0.0541482 0.0479651 0.0446576 0.0437642 0.03838 0.0337979 0.0319657 0.0309649 0.0333722 0.0329828 0.0298694 0.0367082 0.0283359 0.0276022 0.0259927 0.0256151 0.0244952 0.0272652 0.0233813 0.0262866 0.022264 0.0221256 0.021183 0.0319957 0.0676207 0.0268705 0.0287602
threshold=0.10920500000000001 0.12337000000000002 0.051320000000000005 0.10912000000000001 0.11924500000000002 -0.074359999999999996 0.10980500000000001 -0.085594999999999991 0.085635000000000003 0.40124500000000002 -0.005834999999999999 -0.038779999999999995 0.13404500000000005 -0.15926999999999997 -1.0000000180025095e-35 -0.14920999999999998 -0.065819999999999976 0.092465000000000006 0.084075000000000011 -0.04890499999999999 0.052820000000000013 0.094605000000000009 -0.013084999999999998 -0.10096999999999999 0.09820000000000001 0.0034250000000000005 0.089525000000000007 -0.095504999999999993 -0.014129999999999998 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 7 -7 -1 17 15 13 -12 24 14 -3 -4 25 -2 -9 -14 -21 22 -5 -18 -13 28 -27 -28 29 -17
right_child=1 10 9 21 -6 6 -8 18 -10 -11 11 12 19 -15 -16 16 23 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0063674243411278933 0.0099934239518539667 0.0053526710136793561 0.0095679482807915113 0.0023975874771500327 0.0021055244627253464 0.0073464337647801241 0.0025970828561444901 0.0010789707147826752 0.0034384024705594548 0.003467407521592187 -0.00062277812311159714 0.005970364344449571 0.0053973520704502058 -0.0025085566760390068 -0.0002997409724802883 0.0072042675299227856 0.0089941589339148434 0.0063371241925347412 0.0049899789347203783 0.0027452120393462167 -0.0011535947676748037 0.0014441085985994766 0.0055860999293093176 0.0054689901029752177 0.002361518104115258 0.0075685786910785237 0.00061335317871492846 0.0065246119146754392 0.0074638424314255178 0.010392056691891222
leaf_weight=74 29 20 58 41 30 255 21 33 26 21 21 65 23 20 27 49 21 59 34 71 24 35 70 122 23 186 23 122 1451 67
leaf_count=74 29 20 58 41 30 255 21 33 26 21 21 65 23 20 27 49 21 59 34 71 24 35 70 122 23 186 23 122 1451 67
internal_value=0 0.0037228 0.00710889 0.00497296 0.00596756 0.00624541 0.00698507 0.00479755 0.00660612 0.00734954 0.00261722 0.00317477 0.0035619 0.000728198 0.00210554 0.00738838 0.00732644 0.00754204 0.00306366 0.00246918 0.00176025 0.00369775 0.00440836 0.00598667 0.00502714 0.00742739 0.0067005 0.00558696 0.00758093 0.00904549
internal_weight=0 554 2567 260 447 417 276 141 114 2120 294 227 206 67 47 2099 2041 88 67 118 95 146 111 143 88 1898 331 145 1567 116
internal_count=3121 554 2567 260 447 417 276 141 114 2120 294 227 206 67 47 2099 2041 88 67 118 95 146 111 143 88 1898 331 145 1567 116
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=31
num_cat=0
split_feature=1 52 1 12 44 2 15 4 3 151 1 12 3 2 0 150 1 4 3 13 39 3 49 4 15 48 0 48 42 1454
split_gain=0.423179 0.0657534 0.0590836 0.0572995 0.0516098 0.0412698 0.0757158 0.0509378 0.036552 0.052416 0.0390507 0.0342406 0.0338688 0.0378108 0.0410885 0.0365381 0.0307293 0.027254 0.0263255 0.0285092 0.0295441 0.0262138 0.0271582 0.0376491 0.0234575 0.022743 0.0210398 0.0236126 0.0329344 0.0256635
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.078300000000000008 1.0000000180025095e-35 0.11362000000000001 -0.03241999999999999 -0.064054999999999987 0.092670000000000016 -0.0038099999999999996 0.094090000000000021 -1.0000000180025095e-35 -0.028564999999999997 0.11093500000000002 -0.033209999999999996 0.116995 0.11588000000000001 0.053180000000000012 0.076840000000000006 -0.0079349999999999993 0.096625000000000016 0.30112000000000005 0.14233500000000002 0.40473500000000007 -0.41942499999999994 0.094275000000000012 -0.085669999999999982 0.092475000000000016 0.086555000000000007 0.098995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 4 5 7 -7 11 10 -10 -9 -1 13 14 16 18 -3 26 19 20 -14 22 23 -20 -15 -26 -5 29 -29 -28
right_child=1 2 -4 17 -6 6 -8 8 9 -11 -12 -13 15 24 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0036689424072392286 0.0068093928396701815 0.010508044165643779 0.00011647772269263383 0.0072104661236557874 0.0094653629424885435 0.0061608190439680285 -0.0019610340135510673 0.0064356655556712695 0.0052256108909521414 -0.0017742161964997651 0.0037079238040581804 0.0078593201794249657 0.0042145908793567548 0.0052484049985650934 0.0026504668761238768 -0.0010662163273714807 0.0057115956832764344 0.005619364641864172 0.0098239793055902493 -0.0011736772438187314 0.00060204425014825057 0.0027595346883867639 0.0025279050992269604 0.0039736448702487074 -0.00090070264413952836 0.0034527410049728737 0.0066778263397044811 0.0067987404623315404 0.0022920138645736924 0.0034387631367426372
leaf_weight=24 50 22 62 643 29 24 22 113 23 20 98 104 56 30 24 23 34 242 22 23 38 77 21 22 20 30 1135 34 31 25
leaf_count=24 50 22 62 643 29 24 22 113 23 20 98 104 56 30 24 23 34 242 22 23 38 77 21 22 20 30 1135 34 31 25
internal_value=0 0.00335052 0.00300738 0.006398 0.00538282 0.0051062 0.00227645 0.00544695 0.00462721 0.00196988 0.00516875 0.00707362 0.00341289 0.00457502 0.00611228 0.00275353 0.00759591 0.00661788 0.00309273 0.00198205 0.0027542 0.00400787 0.00548667 0.00689881 0.00303775 0.00171136 0.00674724 0.00650409 0.00464938 0.00660802
internal_weight=0 554 504 2567 457 428 46 382 254 43 211 128 442 160 80 282 56 2110 259 117 94 142 65 44 80 50 1868 1225 65 1160
internal_count=3121 554 504 2567 457 428 46 382 254 43 211 128 442 160 80 282 56 2110 259 117 94 142 65 44 80 50 1868 1225 65 1160
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=31
num_cat=0
split_feature=1 155 12 3 44 3 484 1 4 157 376 2 12 12 1 13 48 43 4 402 402 16 402 42 0 1446 2 1429 3 52
split_gain=0.342775 0.0553615 0.0464126 0.0422043 0.041804 0.0353015 0.0350493 0.0389315 0.0304571 0.0385869 0.032919 0.0323979 0.0298452 0.0239428 0.0351818 0.026417 0.0214849 0.0210773 0.0205385 0.0229665 0.0232792 0.045741 0.0257058 0.0388409 0.0248212 0.020261 0.0200657 0.0191134 0.0187934 0.0187885
threshold=0.10920500000000001 0.084785000000000013 0.078300000000000008 0.31370500000000007 1.0000000180025095e-35 0.12178000000000001 -0.011244999999999998 0.08864000000000001 0.41257000000000005 -0.077384999999999995 0.084145000000000011 0.11682500000000001 -0.42850999999999995 0.08815000000000002 0.089875000000000024 -0.14819499999999997 0.13127500000000003 -0.03898999999999999 -0.0024449999999999997 0.2506000000000001 0.090595000000000023 -0.078844999999999985 0.020685000000000005 -0.0072999999999999992 -0.092404999999999973 0.097670000000000021 0.15950500000000004 0.087700000000000014 -0.061964999999999992 -0.088614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 6 -1 -8 9 -2 11 17 -5 14 15 -4 -13 -11 19 20 22 -22 24 -24 -15 28 -14 -17 -26 -9
right_child=1 -3 13 12 -6 -7 7 29 -10 10 -12 16 26 18 -16 27 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00773156947846449 -0.00024739718064665795 0.0068649190917078945 0.0093434405776919912 0.0032992376297313187 0.0085188265604866226 0.00049363142810761925 0.0056611342850195513 0.00540596844524973 0.0022307418819544405 0.004676868685576787 0.0010796574569583216 0.001846139983947227 0.00090625124918814338 0.0079808168448181008 0.0026718515753746033 0.0064507495254863744 0.0054881970792484934 0.007390045196749271 0.0049951529452272768 0.002796607762929457 0.010795359677988394 0.0059170932901140899 0.0060961377289560116 0.00036192263924888162 0.0058139118695786848 0.0084031948032949506 -0.0027788272656669669 0.0034613575177817519 0.0032133989871062081 0.0030977478282821821
leaf_weight=37 20 35 31 35 29 20 163 45 182 67 27 46 45 57 25 769 25 50 325 23 29 57 27 21 666 29 22 22 29 163
leaf_count=37 20 35 31 35 29 20 163 45 182 67 27 46 45 57 25 769 25 50 325 23 29 57 27 21 666 29 22 22 29 163
internal_value=0 0.00301547 0.0057582 0.00275587 0.00484454 0.00459558 0.00479665 0.00450395 0.00320186 0.00395397 0.00434479 0.00481372 0.000932553 0.00595609 0.00636744 0.00647983 0.00312855 0.00583635 0.00568023 0.0059176 0.00599605 0.00756209 0.00583359 0.00358742 0.00597164 0.00581346 -0.000303775 0.00636761 0.0057054 0.00359712
internal_weight=0 554 2567 519 457 428 408 371 417 235 215 188 102 2110 847 822 71 117 1263 938 915 86 829 48 781 724 67 791 695 208
internal_count=3121 554 2567 519 457 428 408 371 417 235 215 188 102 2110 847 822 71 117 1263 938 915 86 829 48 781 724 67 791 695 208
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 10 44 3 3 2 1 10 2 12 43 39 0 9 11 15 43 3 13 1 13 47 15 4 403 49 16
split_gain=0.281081 0.0742613 0.0455559 0.0436565 0.0325232 0.0296977 0.0293045 0.0403257 0.02825 0.032833 0.0272264 0.0347306 0.0259221 0.0254363 0.0283183 0.0251336 0.0242744 0.0219633 0.0404783 0.0381779 0.0345086 0.0539864 0.0344629 0.0198897 0.0187567 0.0185712 0.018133 0.0180515 0.0179754 0.0199905
threshold=0.11829500000000003 0.078300000000000008 -0.27302499999999996 -0.073404999999999984 -0.079859999999999987 0.081805000000000017 -0.13309499999999996 0.10893000000000001 0.085105000000000014 0.084785000000000013 1.0000000180025095e-35 0.11870500000000002 0.099815000000000015 -0.095049999999999982 0.084405000000000008 -0.052984999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.085315000000000016 -0.15582499999999996 -0.11255999999999998 0.14871000000000004 0.086105000000000015 0.25761500000000009 0.11596500000000001 -1.0000000180025095e-35 0.042705000000000007 -0.080719999999999986 0.12497000000000001 0.26435500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 15 6 -5 8 9 -8 11 16 17 26 -15 -2 -6 20 19 -19 21 -3 -21 27 -18 -10 -4 -14 29 -29
right_child=4 12 3 5 10 -7 7 -9 25 -11 -12 -13 23 14 -16 -17 24 18 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00028772139111938683 0.0015921513408874021 -0.00013615862532917941 0.005944880582869818 0.0014748752634558414 0.0019389582347247162 0.0081423044364782992 0.010815234928159043 0.0030951043396230077 0.0041996035854109997 0.005761844530287716 0.00033968342371129746 0.0020725091521579292 0.0058771463758837917 -0.0004003280748293037 0.0030682894408446473 -0.0028332978758650526 0.0068229187444624742 0.0018530552007723598 0.0099478660818810277 0.009859747311566025 0.0054876680703681317 0.0061308862244779314 0.0055997530559867715 0.0067554063629359012 0.0033894152819322282 0.0064022008876189977 0.0023001248815229963 0.0038475239470291442 0.0017192540183332901 0.0062306698195116472
leaf_weight=23 33 28 39 27 27 26 20 88 109 36 48 169 62 32 89 21 41 20 30 25 1610 27 79 38 26 59 21 194 31 43
leaf_count=23 33 28 39 27 27 26 20 88 109 36 48 169 62 32 89 21 41 20 30 25 1610 27 79 38 26 59 21 194 31 43
internal_value=0 0.00508958 0.0040719 0.00425555 0.00213648 0.00488523 0.00463542 0.00490893 0.00562151 0.00756663 0.00252982 0.00292955 0.00535435 0.00298575 0.00215097 -0.000128857 0.00447039 0.0055092 0.00665176 0.00585432 0.00540352 0.00294039 0.00662379 0.00458892 0.00549051 0.00497313 0.00466922 0.00433945 0.00398371 0.00427991
internal_weight=0 2756 569 546 365 365 339 312 224 56 311 263 2187 181 121 54 94 1819 154 124 1665 55 104 368 67 168 60 330 268 237
internal_count=3121 2756 569 546 365 365 339 312 224 56 311 263 2187 181 121 54 94 1819 154 124 1665 55 104 368 67 168 60 330 268 237
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=31
num_cat=0
split_feature=1 2 11 2 0 3 4 132 11 1 15 4 2 4 2 34 48 48 457 40 1443 11 481 1454 1447 0 52 1447 3 1213
split_gain=0.228232 0.0539951 0.0362466 0.0393618 0.0359392 0.0315621 0.0305758 0.0290162 0.0284359 0.0272245 0.0262761 0.0413887 0.0260585 0.0234477 0.0277007 0.0266995 0.0218159 0.0232913 0.016996 0.0164259 0.0159556 0.0211177 0.0169454 0.0248007 0.0212149 0.0466026 0.0209423 0.0306671 0.023603 0.0202693
threshold=0.11690500000000002 0.10045500000000002 0.080455000000000013 -0.0091949999999999983 -0.13843999999999998 0.30112000000000005 0.42642000000000008 0.10365500000000001 0.085155000000000022 0.092845000000000025 -0.41396999999999995 0.27834500000000006 0.15361500000000003 -0.04890499999999999 0.13754500000000003 -0.021334999999999996 -0.065739999999999979 0.078735000000000013 0.080930000000000016 -0.082074999999999995 0.090755000000000016 0.077415000000000012 -0.009074999999999998 0.083800000000000013 -0.085684999999999997 -0.086409999999999987 -0.0080349999999999987 -0.022054999999999995 -0.083154999999999993 -0.13252999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 13 16 10 -4 -1 -7 -12 -6 -2 15 -15 -3 -18 -19 -5 21 22 23 24 25 -21 27 -26 -28 -24
right_child=5 4 8 19 12 7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 29 -25 26 -27 28 -29 -30 -31
leaf_value=0.0053154159677573122 0.0051830483408411973 0.00450532364188153 0.0095618255635989569 0.0075143473559641603 0.0043805700197943661 0.0023213985635348682 0.0061766224179882557 0.0032192902855708132 0.0053848747008790575 0.0014106501469780741 0.00047486719465063471 -0.0053599885781295603 0.00078044452349699687 0.00054107965326310439 0.00062580264302117663 0.0035210682198440844 -0.0011158807302958198 0.0030132083965537068 -0.00020241559144448153 0.0057000862118208187 0.0021484153154729445 0.007804504853508358 0.0060230025013379004 0.0031744272847260748 0.00059305348433554179 0.0110114607057767 0.0085650167272736631 0.0061308439634740353 0.0048958982799231308 0.0046112631818155392
leaf_weight=26 30 28 28 23 472 22 20 28 39 57 31 20 21 38 76 144 28 65 22 53 22 24 109 35 20 24 27 20 50 1519
leaf_count=26 30 28 28 23 472 22 20 28 39 57 31 20 21 38 76 144 28 65 22 53 22 24 109 35 20 24 27 20 50 1519
internal_value=0 0.00459248 0.00484238 0.00476607 0.00380162 0.00200355 0.00251437 0.000482495 0.00713047 0.00263383 -0.000567235 -0.00181331 0.00422722 0.00253697 0.00222929 0.00289887 0.00200217 0.0013927 0.00220006 0.00485796 0.00482586 0.00485717 0.00481908 0.00562451 0.00606654 0.00735558 0.00521819 0.00336195 0.00618247 0.00470578
internal_weight=0 2732 2076 2009 656 389 163 101 67 83 73 51 493 288 258 182 143 115 87 1926 1903 1881 1857 229 194 77 117 40 77 1628
internal_count=3121 2732 2076 2009 656 389 163 101 67 83 73 51 493 288 258 182 143 115 87 1926 1903 1881 1857 229 194 77 117 40 77 1628
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 1 4 44 43 3 3 48 148 16 3 3 2 0 16 16 475 52 457 1 0 15 160 133 52 4
split_gain=0.184868 0.0441115 0.0319393 0.0352462 0.041274 0.0270272 0.0253633 0.0244003 0.0263247 0.0303448 0.0288936 0.0239044 0.0209218 0.0226665 0.0203974 0.029878 0.0283156 0.0237077 0.0209122 0.0250432 0.0213487 0.0202554 0.0201771 0.0214935 0.0194809 0.0190909 0.0190462 0.0188689 0.0186417 0.0180862
threshold=0.11690500000000002 0.078300000000000008 -0.27302499999999996 0.087740000000000012 -0.077604999999999993 0.16773500000000005 0.40124500000000002 0.081805000000000017 -0.018859999999999998 -0.13309499999999996 0.11296500000000002 0.083685000000000009 -0.066239999999999979 0.058835000000000005 -0.13309499999999996 -0.12018999999999998 0.081685000000000021 -0.13843999999999998 -0.0068949999999999992 -0.0083599999999999976 -0.083344999999999989 0.0046550000000000003 0.045365000000000009 0.10984500000000001 -0.084509999999999988 -1.0000000180025095e-35 0.085330000000000003 -0.23133499999999999 -0.082554999999999976 0.50822500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 12 14 8 -6 -10 -11 21 -2 27 16 -16 -3 -17 19 28 24 25 23 -12 -20 -4 -13 -14 -19 -15
right_child=5 6 3 -5 7 -7 -8 -9 9 10 22 26 13 29 15 17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039276486178013411 -0.00072193606331263883 0.0083704109062199255 0.0012855367639156828 0.0074145232986087316 0.0070481769063256003 -0.0015218908311394246 0.0016274595455102185 0.006893262486734714 -0.00011077392714055764 0.0043694506376394503 -0.0010717179533094169 0.0050317760405596346 0.0046380498030755132 0.0046222271570325671 0.00053259078413248062 0.0012016910244710744 0.004872534540975912 0.006526489679130134 0.0035257798808743246 0.007250416986918186 0.0035731176811188547 0.0029905121140958121 0.0048100718995556235 0.0028691937101088588 0.0067843449203200028 -0.0024447918616478212 0.0019214326345213016 0.0015110729067616202 0.0044335022890978218 0.0013083317296822435
leaf_weight=22 26 27 34 22 22 23 34 26 22 203 25 35 21 58 21 24 162 44 32 34 455 30 20 31 43 23 45 238 1296 23
leaf_count=22 26 27 34 22 22 23 34 26 22 203 25 35 21 58 21 24 162 44 32 34 455 30 20 31 43 23 45 238 1296 23
internal_value=0 0.00413323 0.00334187 0.00349459 0.00332746 0.00180319 0.00433726 0.00394613 0.0037089 0.00346483 0.00374678 0.00203455 0.00201214 0.00222122 0.00438035 0.00428417 0.00537223 0.00432503 0.0043644 0.00457023 0.00383079 0.00088728 0.0020836 0.00110986 0.00539402 -0.000219684 0.00328221 0.00176461 0.00450223 0.00368124
internal_weight=0 2732 560 538 516 389 2172 349 323 301 279 167 366 340 2138 1949 189 1928 1904 1374 530 87 76 56 75 57 80 259 1340 81
internal_count=3121 2732 560 538 516 389 2172 349 323 301 279 167 366 340 2138 1949 189 1928 1904 1374 530 87 76 56 75 57 80 259 1340 81
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 47 2 1 49 1 0 14 0 15 50 157 13 0 4 4 11 1 133 14 11 1 3 4
split_gain=10.6724 1.7967 0.879323 0.877693 0.602304 0.592862 0.429044 0.318277 0.280363 0.261859 0.224803 0.215096 0.205239 0.201585 0.211526 0.291909 0.131162 0.12471 0.166834 0.123736 0.112316 0.104624 0.0938901 0.0869628 0.102311 0.0808997 0.08072 0.0728977 0.0704581 0.0747983
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.092235000000000025 0.27287000000000006 0.10019500000000002 0.14122000000000004 0.09253500000000002 -0.054984999999999992 0.12765500000000005 -0.18113999999999997 0.062655000000000016 -0.10607499999999999 -0.10469999999999999 0.041865000000000006 -0.0048549999999999991 -1.0000000180025095e-35 -0.14226499999999997 0.0082450000000000006 0.061775000000000004 1.0000000180025095e-35 0.13075500000000004 -1.0000000180025095e-35 -0.46166999999999997 0.08776500000000001 0.15964000000000003 -0.11171999999999999 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 6 13 7 17 12 -5 -2 25 -7 14 15 -1 27 -3 -19 -17 -16 -9 28 24 -4 -8 -24 -6 29 -14
right_child=1 4 23 9 16 8 11 21 -10 -11 -12 -13 22 -15 20 19 -18 18 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070932260885377693 0.00040968327329693347 0.00019818014551361066 0.00026843208560650364 0.00058753505508139325 0.0001528847945682059 0.0004652587835976171 0.00042510833883402393 0.00062234790301790425 0.00043709393111359334 0.00037401441119175311 0.00062115666263494863 0.00017094693565436827 0.00060315214840652386 0.00077065925840182374 0.00066688994529094398 0.00055530906766015865 0.00027705796558457691 0.00031592525418056786 0.00048768091952927363 0.00037979430114915507 0.00058280722701502046 0.00044018922112584545 0.00073710088654622139 0.0002351909069332227 0.00043645312757807002 0.00028110995748707284 0.00060911976239260508 2.3633069600925828e-05 0.00060915825910276599 0.0004391948042400912
leaf_weight=39 23 21 22 34 62 39 20 22 41 63 121 75 23 62 1338 47 26 79 30 23 64 27 40 24 38 60 36 23 579 20
leaf_count=39 23 21 22 34 62 39 20 22 41 63 121 75 23 62 1338 47 26 79 30 23 64 27 40 24 38 60 36 23 579 20
internal_value=0 0.000352839 0.000494377 0.00063164 0.000280321 0.000639181 0.000321907 0.000387302 0.000594907 0.000448857 0.00058738 0.000246386 0.000603686 0.000661079 0.000656583 0.00057338 0.000155189 0.000336541 0.000363197 0.00049764 0.000663052 0.000521975 0.00061142 0.000334944 0.000374845 0.00031711 0.000676478 0.000117911 0.000603471 0.000526893
internal_weight=0 673 228 2448 445 2351 334 179 778 97 144 155 737 1573 1511 109 111 130 109 70 1402 49 698 84 60 80 76 85 622 43
internal_count=3121 673 228 2448 445 2351 334 179 778 97 144 155 737 1573 1511 109 111 130 109 70 1402 49 698 84 60 80 76 85 622 43
is_linear=0
shrinkage=0.00196078


Tree=9118
num_leaves=31
num_cat=0
split_feature=1 1 155 50 15 1 0 2 15 3 157 11 43 51 1 0 13 475 484 1453 4 157 10 160 151 1429 133 43 457 131
split_gain=0.190049 0.0370562 0.0323365 0.0281116 0.0275655 0.0251833 0.0318314 0.0286432 0.0279462 0.0414169 0.0574378 0.0571728 0.0388176 0.0358248 0.0260777 0.0375806 0.0495759 0.0277999 0.0253112 0.0252479 0.0302021 0.0242937 0.0232407 0.0231982 0.0231207 0.0404282 0.03899 0.0227955 0.0208363 0.0202388
threshold=0.10920500000000001 0.14699000000000004 0.10158500000000002 0.14026500000000003 0.024640000000000006 0.095950000000000021 -0.094299999999999981 -0.0091949999999999983 -0.079249999999999987 -0.091354999999999978 -0.08107499999999998 0.076560000000000003 -0.082689999999999986 -0.22411499999999998 0.079415000000000013 -0.080499999999999988 -0.080759999999999985 -0.068264999999999978 0.089115000000000014 -1.0000000180025095e-35 -0.0082299999999999995 -0.0091799999999999989 -0.062879999999999978 0.10455000000000002 -0.085164999999999977 0.083810000000000009 0.086910000000000015 0.084740000000000024 0.085130000000000025 0.096070000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 27 5 8 -7 -8 13 10 -10 -12 18 -1 15 16 -14 -16 24 20 -15 -6 -3 28 25 26 -11 29 -21 -2
right_child=1 22 -4 -5 21 6 7 -9 9 12 11 -13 14 19 17 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0087511524824159491 0.0017385313917362708 -0.0025902465584554842 0.0063141367652199479 0.0059592551706979672 0.0076556663713395565 0.0018725998295171156 0.0015517549818780806 0.0048124152639284767 -0.0023635673455630795 0.0051693320693448194 0.0041367860105310681 -0.0016234804942671741 0.002663284400769044 0.0039792811076733324 0.0024523179033505067 0.0037089386263376694 -0.0034344152729318014 0.0059774703286107518 0.0085027838325394053 0.0043096762810060927 0.0091234792545437822 0.0045634822534867609 0.0012511065151585852 0.0015291266742029361 0.0040125942104584852 0.0029544391161338852 0.01141352940350771 0.0045162040919352045 0.006997325134673907 0.0041404752517477253
leaf_weight=21 349 21 22 21 26 118 35 117 23 20 96 21 40 21 35 117 20 62 21 415 25 1115 63 28 118 22 20 39 31 39
leaf_count=21 349 21 22 21 26 118 35 117 23 20 96 21 40 21 35 117 20 62 21 415 25 1115 63 28 118 22 20 39 31 39
internal_value=0 0.00222534 0.00257109 0.00238728 0.0042676 0.00397448 0.00310493 0.00406161 0.00417757 0.00371642 0.00220483 0.00310289 0.00416194 0.0047018 0.00338768 0.00266547 0.000630718 0.00470551 0.00521741 0.00453827 0.00677504 0.00463394 0.000290768 0.0043212 0.00483412 0.00639766 0.00829143 0.00221161 0.00449649 0.00197996
internal_weight=0 554 470 448 2567 1426 270 152 1156 615 140 117 475 541 274 177 60 97 201 520 46 1141 84 474 180 62 40 427 446 388
internal_count=3121 554 470 448 2567 1426 270 152 1156 615 140 117 475 541 274 177 60 97 201 520 46 1141 84 474 180 62 40 427 446 388
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 2 2 150 14 2 0 43 2 2 4 40 39 3 43 0 50 14 1 15 4 4 1427 2
split_gain=9.426 1.21585 0.996606 0.585938 0.541785 0.442887 0.322803 0.293914 0.327777 0.288424 0.228005 0.190511 0.188746 0.177791 0.167135 0.143913 0.118916 0.107254 0.0987241 0.0977014 0.128922 0.0962039 0.0943089 0.0892416 0.081001 0.076784 0.075151 0.0884172 0.074798 0.0738453
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.10124500000000002 0.14285500000000004 0.092365000000000017 -1.0000000180025095e-35 0.10803500000000001 0.09487000000000001 0.062655000000000016 0.13501500000000002 -0.14832499999999996 -0.073404999999999984 0.11704500000000001 0.10855000000000002 0.0082450000000000006 -0.077714999999999992 0.098220000000000016 0.095270000000000007 -0.083134999999999987 0.034820000000000011 0.041865000000000006 -1.0000000180025095e-35 0.13075500000000004 -0.41396999999999995 -0.49405499999999997 -0.00099499999999999979 1.0000000180025095e-35 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 9 7 12 17 -9 10 13 28 -4 21 -2 26 -14 -3 23 20 -6 -1 25 -10 -5 -7 -15 -28 -8 -29
right_child=1 5 6 24 19 22 11 8 18 -11 -12 -13 16 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00052342106454269176 0.00058303864770813997 0.0002900089025461805 0.00076686897200537233 0.00037153749891063748 0.00040717843575637885 0.00019956586982908787 0.00059195921028176257 0.00050812064639293997 0.00042577485172790789 0.00035933275515849939 0.00075009343064029108 0.00045115654635631542 0.00064122378578526835 0.00067651108644096038 0.00038582536373652659 0.00045932355797153782 0.00056869218900765196 0.00015345059440424058 0.00020357609639240506 0.00046371776945870269 0.00020983349495366506 0.00036919039286250683 0.0002667523190613729 0.0003057789203139792 0.00023484315516828904 7.9227531723028569e-05 0.0005163415227882629 0.00067271783208364946 0.00071105189711885065 0.00055428405133198624
leaf_weight=48 95 41 44 50 35 36 588 41 31 26 26 37 1326 46 20 29 93 48 27 39 20 23 26 103 25 47 47 48 21 35
leaf_count=48 95 41 44 50 35 36 588 41 31 26 26 37 1326 46 20 29 93 48 27 39 20 23 26 103 25 47 47 48 21 35
internal_value=0 0.000331655 0.000606868 0.000460806 0.000519886 0.000270308 0.000624272 0.00031024 0.000351603 0.000557497 0.000574557 0.000587766 0.000640392 0.000558021 0.000548741 0.000587309 0.00063647 0.000216359 0.000311744 0.000388648 0.000335417 0.000473459 0.000163703 0.000333539 0.000325973 0.000131422 0.000608397 0.000584296 0.000596066 0.000622776
internal_weight=0 590 2531 190 422 400 2109 291 202 328 302 646 1463 276 115 205 1419 89 161 94 55 71 109 134 75 83 176 130 609 83
internal_count=3121 590 2531 190 422 400 2109 291 202 328 302 646 1463 276 115 205 1419 89 161 94 55 71 109 134 75 83 176 130 609 83
is_linear=0
shrinkage=0.00196078


Tree=9120
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 1 2 47 13 1 0 1 4 457 2 1 1 2 4 4 0 2 52 4 11 52 1 52
split_gain=8.70801 1.38501 0.716597 0.634901 0.427079 0.417757 0.263369 0.252118 0.228256 0.197005 0.155388 0.153498 0.170805 0.135002 0.134949 0.118832 0.101875 0.0895689 0.0850412 0.0755106 0.0664859 0.0661979 0.0658366 0.0643636 0.0559954 0.0542942 0.0519314 0.0510621 0.0510464 0.102416
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.13559000000000002 0.062655000000000016 0.092845000000000025 0.14122000000000004 0.13082500000000002 -1.0000000180025095e-35 0.089770000000000016 -0.10607499999999999 0.12337000000000002 0.024790000000000003 0.080930000000000016 0.088850000000000012 0.16540500000000002 0.13075500000000004 -0.0091949999999999983 0.018150000000000003 -0.51843499999999987 0.14486500000000005 0.11411 0.039215000000000007 -0.013514999999999998 0.075910000000000019 0.40674500000000008 0.11551000000000002 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 10 11 -4 15 17 28 16 -13 25 -12 20 27 -7 23 -14 22 -18 -6 -5 -22 -2 -8 -1 29 -3
right_child=1 5 7 18 8 9 26 -9 -10 -11 14 12 19 -15 -16 -17 21 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057219139984936293 0.0005509141845480381 0.00022378195810673478 0.00049690001974376846 0.00039869259580288058 0.00054021524957228084 0.00013216499525901774 0.00059120370359981751 0.00029110216846068703 0.00034712030026649263 0.00031139089720931285 0.00042174027995297723 0.00038894206236780079 0.00041121105316515059 0.00036124057010000131 0.0002732745581460932 0.00035347838114188667 0.00064733606708400392 -9.7381352793936634e-06 0.00017307176590620181 0.00053618921677018227 0.00044639253189337883 0.00053243572620777972 0.00042742163261627765 0.00026404967633637431 0.00052503352692606403 0.000465299721498664 0.00069929517307788802 0.00047662218703943142 0.00019959299292973914 0.00038018059483505186
leaf_weight=935 68 60 37 21 208 118 25 60 41 22 36 39 20 27 68 20 20 20 24 263 92 534 22 39 56 49 54 22 99 22
leaf_count=935 68 60 37 21 208 118 25 60 41 22 36 39 20 27 68 20 20 20 24 263 92 534 22 39 56 49 54 22 99 22
internal_value=0 0.000282922 0.000534761 0.000407191 0.000541576 0.000219252 0.000554239 0.000369602 0.000486423 0.000139071 0.000264266 0.000549461 0.000510592 0.000486218 0.000324667 0.000500773 0.000557745 0.000111599 0.000271717 0.000527357 0.000508566 0.000536584 0.000529426 0.000311175 0.000476149 0.000515059 0.000665089 0.000569994 0.000229561 0.000265743
internal_weight=0 673 2448 228 2351 445 1912 97 439 160 285 1833 322 144 104 398 1511 138 84 283 378 554 230 60 148 117 79 957 181 82
internal_count=3121 673 2448 228 2351 445 1912 97 439 160 285 1833 322 144 104 398 1511 138 84 283 378 554 230 60 148 117 79 957 181 82
is_linear=0
shrinkage=0.00196078


Tree=9121
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 2 2 4 2 2 1 14 3 15 0 15 4 1 4 0 150 1 0 3 3 131 15 13 12 15
split_gain=6.32172 0.974627 0.665519 0.463715 0.345775 0.341258 0.281942 0.190105 0.226627 0.171879 0.171725 0.169396 0.149319 0.142746 0.127485 0.189076 0.102961 0.102318 0.084592 0.0999761 0.0751049 0.0642766 0.0916546 0.0586183 0.0559691 0.0555258 0.0550836 0.054421 0.0425976 0.0404873
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.098630000000000009 -1.0000000180025095e-35 0.42051500000000003 0.14285500000000004 0.14285500000000004 0.09253500000000002 0.062655000000000016 -0.014944999999999998 -0.41396999999999995 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 0.083345000000000016 -0.55119499999999988 -0.079119999999999982 1.0000000180025095e-35 0.076935000000000017 -0.030209999999999997 -0.12711499999999995 0.088060000000000013 0.091440000000000007 -0.090644999999999989 -0.0062949999999999994 0.09334000000000002 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 6 11 12 8 -4 20 -5 14 -3 27 15 -1 18 -17 -16 -20 21 22 28 -21 -19 -2 -10 -9 -7 -13
right_child=1 2 7 10 -6 9 -8 13 26 -11 -12 29 -14 -15 16 17 -18 24 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053903399422472595 0.00051480349174923192 0.0003627916834518021 0.00029918827413891001 0.00046384165250409437 0.00025369859857159611 0.00049545799013583859 0.0004645757922955458 0.00013249002091990486 0.0002085204307179161 0.00031832017958756067 0.00029093059799565805 0.00062901996225372709 0.000147214908949356 1.0601334837976392e-05 0.0006305431340143683 0.00046438120410540232 0.00044485703613708681 0.0002602446772902886 0.00051444268407340864 0.00039749139915311744 0.00035947298034538631 0.00050673529558131454 0.00034473787189698686 0.00048515462217670692 0.00038880807365856919 0.00039386040731972336 8.1856163875468232e-05 0.00023215989300495935 0.00044309820247749192 0.00053643159397871655
leaf_weight=50 54 30 73 34 202 85 72 85 22 39 63 46 21 33 21 40 110 23 1141 32 30 92 30 351 30 20 33 28 201 30
leaf_count=50 54 30 73 34 202 85 72 85 22 39 63 46 21 33 21 40 110 23 1141 32 30 92 30 351 30 20 33 28 201 30
internal_value=0 0.000269821 0.000243595 0.000484397 0.000303606 0.000489879 0.000385567 0.000172414 0.000227574 0.000443055 0.000351539 0.000501797 0.000274025 0.000124055 0.000497965 0.000441796 0.000502818 0.000389517 0.000506945 0.000505242 0.000454161 0.000461124 0.000447844 0.00047783 0.000333016 0.000482116 0.000132522 0.000157187 0.00045866 0.000592472
internal_weight=0 673 599 2448 325 2351 123 274 128 477 97 1874 51 146 1798 143 1655 93 1545 1524 438 408 316 383 53 74 55 113 286 76
internal_count=3121 673 599 2448 325 2351 123 274 128 477 97 1874 51 146 1798 143 1655 93 1545 1524 438 408 316 383 53 74 55 113 286 76
is_linear=0
shrinkage=0.00196078


Tree=9122
num_leaves=31
num_cat=0
split_feature=1 4 12 150 2 44 2 12 4 3 151 0 39 12 1 149 151 12 447 11 15 52 14 16 0 43 2 131 133 1429
split_gain=0.266036 0.045247 0.0371167 0.0314422 0.030361 0.0300722 0.032254 0.0604321 0.0380169 0.0300592 0.0401477 0.0295846 0.027111 0.0245832 0.0240241 0.0229908 0.0203263 0.0200531 0.0202617 0.017728 0.0330558 0.0363578 0.0277622 0.0275114 0.026676 0.0252197 0.0203946 0.0361857 0.0207007 0.0189003
threshold=0.10920500000000001 0.27044500000000005 0.078300000000000008 0.083095000000000016 0.25063000000000007 1.0000000180025095e-35 0.11362000000000001 -0.042789999999999988 -0.064054999999999987 0.092670000000000016 -0.0038099999999999996 -0.14051499999999997 0.10879500000000002 -1.0000000180025095e-35 0.094090000000000021 0.07770500000000001 -0.087374999999999994 0.11734000000000001 0.089395000000000016 1.0000000180025095e-35 0.040760000000000005 -1.0000000180025095e-35 0.078320000000000015 0.0057500000000000008 -0.13027499999999997 -0.0043399999999999992 0.084415000000000004 0.090495000000000006 0.087985000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 15 6 8 -8 13 14 -11 -2 -13 -1 -10 -3 -16 18 19 23 21 29 -22 24 -4 26 27 -25 -28 -21
right_child=1 4 17 -5 -6 -7 7 -9 9 10 -12 12 -14 -15 16 -17 -18 -19 -20 20 22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0028324480575975032 0.00057349877402884891 0.001743959545370751 0.0022333432535211052 0.0018930771808891773 -0.0016828937266836876 0.0073382796719670303 0.0054638549020247801 -0.0018128200080245736 0.0050886275275585664 0.0040434016512059003 -0.0020827200356870893 0.0050805049728144024 0.0011683935171458871 0.0063830472817174343 0.00042025594836256163 0.0051277407600454437 0.0037692985654733074 0.003729371466067079 0.002328730481879219 0.0051593260323508213 0.011315900302724913 0.0018923148745670915 0.0065664977184496827 -0.00035354834632016718 0.0054646517539939073 0.0022055288124829533 0.0063416761075777393 0.0047586052564697135 0.0044027917167706486 0.008176347630267795
leaf_weight=24 20 230 26 83 24 29 21 25 113 23 20 155 20 104 24 22 74 87 23 56 20 24 32 20 1471 45 93 45 135 33
leaf_count=24 20 230 26 83 24 29 21 25 113 23 20 155 20 104 24 22 74 87 23 56 20 24 32 20 1471 45 93 45 135 33
internal_value=0 0.0026227 0.00503899 0.00352317 0.00171569 0.00422192 0.00401077 0.00150914 0.00431201 0.00360383 0.00119404 0.00421701 0.00463341 0.00571731 0.00409492 0.00203937 0.00294912 0.00521595 0.00527988 0.00531382 0.00630669 0.00534652 0.00839319 0.00522454 0.00540853 0.00440967 0.00474819 0.00318563 0.00519365 0.006278
internal_weight=0 554 2567 278 276 457 428 46 382 254 43 195 175 128 211 252 98 2110 2023 2000 165 113 52 1835 1497 338 293 65 228 89
internal_count=3121 554 2567 278 276 457 428 46 382 254 43 195 175 128 211 252 98 2110 2023 2000 165 113 52 1835 1497 338 293 65 228 89
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 4 2 1 2 11 15 1 1429 50 15 47 11 1 457 16 16 16 1375 11 52 13 14 47
split_gain=8.77856 1.47434 0.888268 0.690617 0.441681 0.362922 0.346502 0.330523 0.320005 0.245843 0.213492 0.134815 0.114448 0.0983379 0.154974 0.0982541 0.0964618 0.0817927 0.079212 0.132636 0.156901 0.0895649 0.0784176 0.0742057 0.0697824 0.0659693 0.0658835 0.0653361 0.063302 0.061348
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.27287000000000006 0.40473500000000007 0.14285500000000004 0.09253500000000002 0.090050000000000005 1.0000000180025095e-35 -0.41396999999999995 0.080270000000000022 0.083420000000000008 0.041865000000000006 -0.30407999999999996 0.10350500000000001 1.0000000180025095e-35 0.089770000000000016 0.048635000000000005 0.19444000000000003 0.10246000000000001 0.11346000000000002 -0.066804999999999989 0.08776500000000001 -0.14765999999999999 -0.013304999999999999 -0.45687499999999998 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 5 10 8 17 -3 -5 11 13 28 -1 24 27 -14 -4 19 21 -21 26 29 -6 -15 -20 -12 -13 -8 -2
right_child=1 6 7 9 23 -7 12 -9 -10 -11 18 15 16 14 -16 -17 -18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061386299888706872 0.00030022034207124169 0.00038040224355181447 0.00060720431429693122 0.00054931135014593257 0.00032669149625759859 0.00034778892622615385 0.00028909360481789757 0.00034094745653918853 0.00016558415905475082 0.00034242363683148925 0.00066275432396512544 0.00071419325383270487 -8.2816479240130488e-06 0.00047334830988855921 0.00042196809229236933 0.0007919530877295662 0.00016049831460406577 0.00050457102582803924 0.00067449134143479248 0.00054233818552365488 0.00032963500627517406 0.00052715106930891398 0.00044354632047151089 0.00048142025204053328 0.00059166048236591428 0.00056187902863313953 0.000573720377513449 0.00055759975236225744 0.00017479152824239981 0.0003912420015279397
leaf_weight=840 175 73 72 34 26 24 23 32 42 63 34 20 23 20 23 24 30 51 45 40 20 165 20 22 460 36 531 21 98 34
leaf_count=840 175 73 72 34 26 24 23 32 42 63 34 20 23 20 23 24 30 51 45 40 20 165 20 22 460 36 531 21 98 34
internal_value=0 0.000324221 0.000403838 0.000577078 0.000583768 0.000587648 0.000218433 0.000518465 0.000301947 0.000414941 0.000590174 0.0006051 0.000163237 0.000600879 0.000579197 0.000692313 8.72542e-05 0.000564649 0.000566045 0.000560057 0.000471437 0.000567341 0.000326252 0.000397609 0.000586731 0.000624441 0.000579078 0.000633987 0.000196518 0.000315028
internal_weight=0 673 384 2448 2351 2303 289 155 115 97 2279 1408 174 1343 503 65 53 123 871 790 60 730 229 48 480 81 565 41 121 209
internal_count=3121 673 384 2448 2351 2303 289 155 115 97 2279 1408 174 1343 503 65 53 123 871 790 60 730 229 48 480 81 565 41 121 209
is_linear=0
shrinkage=0.00196078


Tree=9124
num_leaves=31
num_cat=0
split_feature=1 2 3 0 11 2 132 2 4 11 1 39 48 15 4 48 13 156 2 50 1 12 39 3 49 2 52 49 13 3
split_gain=0.257722 0.0633277 0.0369864 0.0367569 0.0354958 0.0408353 0.0267052 0.026637 0.026467 0.0252284 0.0247768 0.0240156 0.0227714 0.0208457 0.0345373 0.0193883 0.0193375 0.0187933 0.0275969 0.0329809 0.0191054 0.0187636 0.0227031 0.0203685 0.0248801 0.0352683 0.0191845 0.0191659 0.0163747 0.0254145
threshold=0.11690500000000002 0.10045500000000002 0.30112000000000005 -0.13027499999999997 0.080455000000000013 -0.0091949999999999983 0.10365500000000001 0.15361500000000003 0.42642000000000008 0.085155000000000022 0.092845000000000025 0.088025000000000006 -0.065739999999999979 -0.41396999999999995 0.27834500000000006 0.078735000000000013 -0.14179999999999995 0.10339000000000002 0.116525 0.12394500000000001 0.12408500000000001 0.095780000000000018 0.095450000000000021 -0.081924999999999984 -1.0000000180025095e-35 0.113445 -0.53060999999999992 0.12497000000000001 -0.086134999999999975 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 8 5 10 13 16 12 -6 -1 17 -3 -4 -15 -14 -5 18 -2 20 -20 22 23 24 -18 26 -26 -23 -13 -30
right_child=2 3 6 7 9 -7 -8 -9 -10 -11 -12 28 15 14 -16 -17 21 -19 19 -21 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0054624496660275884 0.0046151232637035161 0.0047897805732771241 0.0020490540286780081 0.0019678745606842522 0.0097059530422224528 0.0051696299947453722 0.0031087737214485454 0.00097768207169359649 0.0061565443943254654 0.0057716183268871069 0.0017373550634242987 0.0043502138730400477 -0.00063594734362725706 0.00045652146481217881 -0.0048735573212616151 0.0023771301487512473 0.0017667340044863523 0.006409397034876748 0.0028233479568734766 0.0052050500147743156 -0.0011409549418115808 0.0044755809141490696 0.0025805517099797728 0.0070742738680937937 0.0048735544517902393 0.0020258159819059075 0.0083636318074746269 0.0015473203333094716 0.0021965833233844024 -0.0011379089686670341
leaf_weight=26 65 29 22 26 28 1926 28 21 20 39 57 20 28 31 20 90 20 20 20 20 31 211 24 78 28 20 36 25 80 32
leaf_count=26 65 29 22 26 28 1926 28 21 20 39 57 20 28 31 20 90 20 20 20 20 31 211 24 78 28 20 36 25 80 32
internal_value=0 0.00488091 0.0021298 0.00402443 0.00515155 0.00507604 0.000483226 0.00446187 0.00274353 0.00741582 0.00290425 0.00270725 0.00227918 -0.000523833 -0.00163371 0.00166216 0.00461821 0.00354724 0.00312633 0.00176336 0.000413674 0.00477411 0.00547149 0.00585272 0.00493655 0.00569127 0.00683672 0.00416538 0.00171453 0.00124387
internal_weight=0 2732 389 656 2076 2009 101 489 167 67 83 288 147 73 51 118 468 156 136 71 51 442 206 182 104 84 64 236 132 112
internal_count=3121 2732 389 656 2076 2009 101 489 167 67 83 288 147 73 51 118 468 156 136 71 51 442 206 182 104 84 64 236 132 112
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 12 4 16 44 49 474 150 12 13 1 14 0 1 457 4 42 12 15 3 1212 1213 12 52 158 39
split_gain=0.208758 0.0388165 0.0348177 0.0335744 0.030966 0.0302884 0.0281076 0.0537879 0.027046 0.0248499 0.0254454 0.0266604 0.0220656 0.0220103 0.0264183 0.0202673 0.0188983 0.0174958 0.0196521 0.0174697 0.0173364 0.0185301 0.0254106 0.0224949 0.0172247 0.0236493 0.0170167 0.020339 0.0169342 0.0190941
threshold=0.10920500000000001 0.31370500000000007 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.078300000000000008 -0.04890499999999999 -0.059624999999999991 1.0000000180025095e-35 0.11645000000000001 0.086990000000000012 0.10980500000000001 0.092465000000000006 -0.47860499999999995 0.14262000000000002 -0.47071999999999997 -0.098289999999999975 0.10060500000000001 0.083415000000000017 0.40124500000000002 0.11457500000000002 0.093965000000000007 0.093115000000000017 -0.077644999999999978 0.11796000000000001 0.12439000000000001 0.11351500000000002 0.11434500000000002 0.085900000000000018 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 12 8 -6 -8 9 10 11 17 -2 -3 -15 -4 -17 28 -19 20 24 -22 -23 -24 -7 -26 27 -18 29 -1
right_child=1 13 15 -5 6 19 7 -9 -10 -11 -12 -13 -14 14 -16 16 26 18 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0046796819355724188 0.006891584475524723 0.0018411147455355667 0.0046848514379598787 0.00024764836115505676 0.0053097792757519835 0.0046829358124141785 0.0035596893543177952 -0.0017462064768990566 0.006681465847690686 0.00039955337124411019 0.0010935013442683746 0.0015139665920287371 0.0040209497177088058 0.0013254431510259484 -0.0035752337648194627 0.0029435599027201535 -0.00076273897709006012 0.0039429035555157395 0.0003971974746408788 0.0016825748095288873 0.0055695021059364086 0.00081280315094368742 0.0059727528457776367 0.0026388163869269193 0.0042552859862693233 0.0083758381567895415 0.0031269507472064689 0.0027058551511303947 0.0070134651377210741 0.0016969891206827016
leaf_weight=203 40 58 20 29 30 1876 56 29 29 24 34 40 81 22 22 50 73 54 22 20 38 36 34 50 26 30 22 22 27 24
leaf_count=203 40 58 20 29 30 1876 56 29 29 24 34 40 81 22 22 50 73 54 22 20 38 36 34 50 26 30 22 22 27 24
internal_value=0 0.00232373 0.00272136 0.00345863 0.0038532 0.00446415 0.00267823 0.00174944 0.00372606 0.00352582 0.00371153 0.00395211 0.00496992 0.000561659 -0.0011249 0.00167656 0.00131629 0.00424764 0.00291651 0.00462401 0.00465216 0.00364504 0.00303563 0.00398827 0.00473452 0.00646272 0.00062087 4.05144e-05 0.00464593 0.00436433
internal_weight=0 554 452 265 236 2567 115 85 457 428 404 370 121 102 44 187 167 330 76 2110 2090 158 120 84 1932 56 117 95 254 227
internal_count=3121 554 452 265 236 2567 115 85 457 428 404 370 121 102 44 187 167 330 76 2110 2090 158 120 84 1932 56 117 95 254 227
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=31
num_cat=0
split_feature=1 3 4 376 2 12 1375 483 4 16 132 403 132 1 12 14 51 160 51 474 12 1 156 43 43 43 133 475 483 4
split_gain=0.169094 0.0314413 0.0282024 0.0271953 0.0250824 0.0245336 0.0252814 0.0254979 0.0227672 0.0435682 0.0221752 0.0195642 0.0192133 0.0229836 0.0178731 0.0164165 0.0161419 0.0253152 0.0263298 0.020097 0.0155488 0.0263046 0.0191977 0.0182339 0.0202296 0.0239134 0.0164143 0.0254854 0.0237666 0.0220091
threshold=0.10920500000000001 0.31370500000000007 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 0.078300000000000008 -0.092319999999999985 -0.070084999999999981 -0.04890499999999999 -0.059624999999999991 0.089825000000000002 0.085340000000000013 0.10365500000000001 0.14754500000000001 0.092465000000000006 -0.47071999999999997 -0.10386999999999998 -0.092739999999999975 0.092545000000000016 0.084880000000000011 0.088245000000000004 0.089875000000000024 0.090170000000000014 -0.11720999999999999 0.093175000000000022 0.042785000000000004 0.08784500000000002 -0.085734999999999992 1.0000000180025095e-35 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 14 6 -1 -8 -6 -10 11 16 13 -3 -2 -4 -9 -18 19 -19 21 22 23 -7 25 26 27 -25 -28 -29
right_child=1 12 15 -5 8 20 7 10 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.00012255620778254842 0.0062024259920872285 0.00073044345437390905 0.0042163663124665613 0.00022288349392855989 0.0047788014025233376 0.0064229719222307071 0.0068416761192069816 0.0047618123040033076 0.0032037203611772775 -0.0015715857855333336 0.00018190290069296247 0.0062241176888346676 0.0026830217801034452 -0.0032480400784697851 0.0036188547351443563 0.0011846575068315481 0.0054010785280320895 0.0032393773211508922 -0.00081683456606697303 2.1952403975384576e-06 0.0039368882927718262 0.0014749119737513996 0.0020636618904095014 0.0073283833255501172 0.0070527583301525504 0.001967834875088286 0.0041466937813579609 0.004220601172562735 0.00042763821460539475 0.0056936631185912651
leaf_weight=23 40 53 20 29 30 56 22 65 56 29 21 25 29 20 81 167 39 221 20 21 1252 28 29 38 31 37 122 355 20 142
leaf_count=23 40 53 20 29 30 56 22 65 56 29 21 25 29 20 81 167 39 221 20 21 1252 28 29 38 31 37 122 355 20 142
internal_value=0 0.00209135 0.00244922 0.00311277 0.00346788 0.00401774 0.00335346 0.00352468 0.0024104 0.0015745 0.00334756 0.00351758 0.000505493 -0.000359552 0.00447293 0.0015089 0.00333271 0.0030241 0.00267027 0.00295846 0.00416161 0.00448953 0.00459123 0.00468274 0.00455193 0.00444335 0.00457864 0.00483232 0.00362288 0.00464148
internal_weight=0 554 452 265 236 2567 457 434 115 85 412 391 102 73 121 187 366 301 262 242 2110 858 830 801 745 714 677 535 142 497
internal_count=3121 554 452 265 236 2567 457 434 115 85 412 391 102 73 121 187 366 301 262 242 2110 858 830 801 745 714 677 535 142 497
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 14 43 3 3 15 43 4 2 15 39 15 49 4 34 0 483 376 48 41 0 47 15 0 4 4 13
split_gain=0.138886 0.0424229 0.0338487 0.0300091 0.0264399 0.0256759 0.0235673 0.026578 0.021156 0.0210836 0.0174945 0.0187414 0.0178872 0.0185421 0.0170499 0.0211919 0.019987 0.0161469 0.017739 0.0149184 0.0146125 0.016929 0.0145075 0.0247871 0.0148798 0.0184416 0.0462248 0.0199339 0.0251461 0.0221181
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 -0.27302499999999996 0.087740000000000012 -0.078139999999999973 0.12178000000000001 -0.14847999999999997 -0.23141499999999995 -0.095049999999999982 0.40124500000000002 0.14285500000000004 -0.41396999999999995 0.095070000000000016 0.13592500000000005 -0.15498999999999999 0.40124500000000002 -0.038779999999999995 -0.036484999999999997 0.093585000000000015 0.084545000000000009 0.083685000000000009 0.088180000000000008 -0.14920999999999998 0.10254000000000001 -0.11033999999999998 -0.13027499999999997 0.0033150000000000007 -0.0016099999999999997 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -5 -10 11 -2 17 -14 15 -3 22 -12 19 -19 21 -11 23 -17 25 -25 -27 28 -28 -30
right_child=10 14 -4 4 -6 6 -8 -9 9 20 12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.00060331499123055009 0.0029160760104146211 0.0070213606278412043 -0.0010630552477033978 -0.00091059035419122037 0.006563517883686084 0.00064849743223749107 0.0015860384464327058 0.0040530084832439061 0.003956615394697739 -0.0013569553242996336 -0.00073303144890815022 0.00051348612252424689 -0.0024647293585197383 0.0013574297645721923 0.0018146389099517061 0.0061992199116841307 0.0015079690768825225 0.00028420600639138786 0.0041948704872853482 0.003425326335066833 0.0037834961677435789 0.001929736691055864 0.001531804128899239 0.0052129262157024877 0.002668224305785059 -0.00059042708404983093 0.0038839959189054802 0.0029753328747513753 0.0086309595377228789 0.0043995155343630665
leaf_weight=23 105 20 22 23 21 25 59 277 52 25 29 47 30 22 45 43 39 54 26 21 20 42 28 93 115 24 1502 238 21 30
leaf_count=23 105 20 22 23 21 25 59 277 52 25 29 47 30 22 45 43 39 54 26 21 20 42 28 93 115 24 1502 238 21 30
internal_value=0 0.00353914 0.00278546 0.00293479 0.00308438 0.00294468 0.00341405 0.00377118 0.00189874 0.00236359 0.00138123 0.00217317 0.000719831 -0.000847662 0.00374111 0.00378137 0.00375099 0.00134683 0.00194402 0.00116372 0.00141144 0.000703359 0.00379277 0.00382341 0.00377291 0.0038395 0.00376912 0.00382754 0.00395814 0.00614187
internal_weight=0 2787 589 567 544 523 361 302 162 139 334 152 182 52 2198 2153 2133 130 101 75 87 67 2094 2066 2023 1908 1815 1791 1553 51
internal_count=3121 2787 589 567 544 523 361 302 162 139 334 152 182 52 2198 2153 2133 130 101 75 87 67 2094 2066 2023 1908 1815 1791 1553 51
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 2 4 4 16 2 1 0 34 0 4 2 150 160 4 48 158 151 4 16 15 3 132 3 4
split_gain=7.91769 0.977412 0.871515 0.59772 0.480781 0.343153 0.272121 0.261786 0.217558 0.209107 0.16755 0.144076 0.143109 0.140639 0.123411 0.126241 0.103237 0.0960301 0.131745 0.0916506 0.0883509 0.0863883 0.0922172 0.0807471 0.0759372 0.0759037 0.0660799 0.0645602 0.0615323 0.0605642
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.092365000000000017 0.40124500000000002 -0.17966999999999997 -0.061854999999999993 0.13754500000000003 0.10124500000000002 -0.23194499999999998 -1.0000000180025095e-35 -0.14832499999999996 0.033845000000000007 0.13501500000000002 0.091105000000000005 -0.078564999999999982 -0.46376499999999993 0.084485000000000018 0.07968500000000002 -0.033849999999999991 0.49041500000000005 -0.066924999999999985 -0.45963999999999994 -0.14186499999999996 0.082230000000000011 -0.10217499999999997 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 12 10 14 29 -6 -7 13 17 -1 -3 -4 -16 26 18 -10 -14 -20 22 -21 -15 -24 -25 -8 -2 -28 -5
right_child=1 5 6 7 8 9 16 -9 11 -11 -12 -13 19 23 15 -17 -18 -19 20 21 -22 -23 24 25 -26 -27 28 -29 -30 -31
leaf_value=0.00068382930256253682 0.00031398228627033158 0.00013034927021876418 0.00067873279217119304 0.00058039546025581874 0.0005546454281312313 0.00022463816601271254 0.00058236458644525372 0.00031643260643138044 0.0003189296504251318 0.00043041103760843623 0.00011343522713702935 0.00031723572018598189 0.00059589015217332718 0.00036269946339530348 0.00057781205507530383 0.00049762832685647641 0.00042758147964164195 0.000309196667025221 0.00056897989909739566 0.00058123491335761081 0.00042549921836055465 0.00058759465834506757 0.00051304894504782374 0.0003168057741633817 0.00039087521216184002 0.00015613436576001469 0.00044089031442858461 0.00020065317378643361 0.00053099646204218419 0.00047922045446948546
leaf_weight=22 159 40 44 46 31 39 93 29 21 37 101 85 42 26 1339 80 37 22 33 21 33 28 31 20 53 26 31 22 485 45
leaf_count=22 159 40 44 46 31 39 93 29 21 37 101 85 42 26 1339 80 37 22 33 21 33 28 31 20 53 26 31 22 485 45
internal_value=0 0.000293153 0.000545387 0.000371353 0.000464047 0.000211705 0.000561662 0.000478664 0.000402119 0.000324817 0.000171346 0.000377746 0.000534777 0.000223569 0.000576463 0.000573291 0.000528144 0.000424933 0.000454199 0.000516039 0.00049724 0.000490823 0.000465017 0.000275358 0.000435963 0.000225991 0.000534254 0.000300207 0.000525583 0.000530364
internal_weight=0 590 2531 301 422 289 2109 120 225 76 213 194 197 112 1463 1419 646 109 87 175 66 133 105 72 84 46 609 181 516 91
internal_count=3121 590 2531 301 422 289 2109 120 225 76 213 194 197 112 1463 1419 646 109 87 175 66 133 105 72 84 46 609 181 516 91
is_linear=0
shrinkage=0.00196078


Tree=9129
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 14 1 2 49 50 1 52 1 1 2 1 2 47 40 0 0 4 52 2 156
split_gain=8.02005 1.31426 0.678006 0.609528 0.451575 0.442098 0.31445 0.290478 0.284029 0.284083 0.273777 0.225545 0.210814 0.147083 0.0962709 0.0942369 0.0850756 0.0847778 0.0837139 0.143596 0.0780899 0.0779357 0.0728911 0.0682938 0.0675815 0.0661144 0.0750013 0.0648696 0.0606635 0.0549864
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 -0.062539999999999984 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.054984999999999992 0.041865000000000006 0.091450000000000017 -0.56176499999999996 0.13075500000000004 0.088485000000000022 0.097845000000000015 0.13436000000000001 0.31358000000000003 0.090280000000000013 -0.077714999999999992 -0.026509999999999995 0.18019500000000002 0.033845000000000007 -0.16675999999999999 0.11411 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 23 10 -8 -10 12 -4 15 -2 21 29 -14 28 25 -20 -11 -6 -15 -3 -7 26 -18 -12 -5 -1
right_child=1 4 11 17 14 24 8 -9 9 20 27 -13 16 22 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059561070521903486 0.00037258880535253377 0.00025161834888617554 0.00052757789235832785 0.00043051342586843241 0.00015277057171840256 0.00045988860551712774 0.00050839216783155798 0.00035544609577924596 0.0004880379629777927 0.00029096846420435319 0.00058382736007664719 0.00032941489812326401 0.00062704487239093824 0.00059380078508170409 0.00025187499398368428 0.00054531696116000446 0.00056102378881589532 0.0002076593932881723 0.00035168988983225977 0.00053878628092247102 0.00016628077632204732 2.0872917467784565e-05 0.00049746770549703528 0.00014693151720269931 0.00031222747034796402 0.00043436678162976807 0.00051636751478209217 0.00071152660956389944 0.00029979784373154646 0.00055343166561817544
leaf_weight=992 23 46 34 21 61 22 30 24 28 158 20 63 45 58 26 210 522 24 24 46 22 24 63 50 26 20 200 65 39 135
leaf_count=992 23 46 34 21 61 22 30 24 28 158 20 63 45 58 26 210 522 24 24 46 22 24 63 50 26 20 200 65 39 135
internal_value=0 0.000317838 0.000559524 0.000438891 0.000255815 0.000566153 0.000291823 0.000570034 0.000330034 0.000304309 0.000572294 0.000398874 0.000568064 0.000516323 0.000147466 0.000583452 0.000544057 0.000306151 0.000539458 0.000474639 0.000275729 0.000115529 0.000543644 0.000197094 0.000379905 0.000545573 0.000548654 0.00068148 0.000345548 0.000590558
internal_weight=0 673 2448 228 445 2351 334 2303 238 208 2279 97 2194 144 111 1337 857 84 812 70 180 85 121 96 48 742 722 85 60 1127
internal_count=3121 673 2448 228 445 2351 334 2303 238 208 2279 97 2194 144 111 1337 857 84 812 70 180 85 121 96 48 742 722 85 60 1127
is_linear=0
shrinkage=0.00196078


Tree=9130
num_leaves=31
num_cat=0
split_feature=1 12 132 1 403 47 149 14 0 4 2 1429 11 12 12 4 1444 52 1 11 1204 474 15 1204 403 0 0 474 16 15
split_gain=0.171524 0.0534124 0.0346729 0.0305379 0.0287676 0.0211111 0.0292746 0.0210496 0.0208159 0.0202615 0.0187797 0.0376738 0.0283141 0.0222892 0.0321665 0.0244406 0.0213408 0.0237698 0.0424403 0.0518789 0.0313222 0.0280574 0.0196528 0.0204531 0.0182799 0.0172776 0.020666 0.0256201 0.0235278 0.0182623
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 0.10124500000000002 0.085340000000000013 0.085505000000000012 0.081720000000000015 0.062655000000000016 -0.040504999999999992 0.057560000000000007 0.08647500000000001 0.084770000000000012 0.078065000000000009 0.093965000000000007 0.09474500000000001 -0.076229999999999978 -0.083894999999999983 -0.53299999999999992 0.089875000000000024 0.087575000000000014 -0.082759999999999986 0.085685000000000011 0.13592500000000005 -0.079429999999999987 -0.042339999999999996 0.062580000000000011 -0.098289999999999975 0.08425500000000001 -0.039889999999999988 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -2 25 9 -7 11 12 13 -3 -15 24 -12 21 20 -20 -19 -18 23 -22 -16 26 27 28 29 -1
right_child=5 10 -4 -5 -6 8 -8 -9 -10 -11 16 -13 -14 14 15 -17 17 18 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035240658997057316 0.00075969474162733148 0.0047850435983949925 -0.00040175652650829694 0.0024821206191854156 0.0073785507525114917 0.0058085056979002223 0.0047595612067379989 0.0066856807859783825 4.6432373762529883e-05 0.0024207144888921408 0.00074208697304129607 0.00038168735447384065 0.0072676755837164826 -5.7299327189949431e-05 0.0081363283186441371 0.0031753804402833343 0.004351355037927003 0.007521830203011632 -0.0028919307643081992 0.003526630855905002 0.00086038300767540929 0.0075572000613483865 0.0016765976928778598 0.0040919108669174708 0.0040963564844181148 0.00078315593683245515 0.0046894009088771721 -0.00043007658096030357 0.0063108179515794574 0.00029268268009890683
leaf_weight=73 215 738 26 241 23 27 20 22 21 51 20 21 40 22 21 100 91 25 20 34 20 39 37 946 24 22 116 20 23 23
leaf_count=73 215 738 26 241 23 27 20 22 21 51 20 21 40 22 21 100 91 25 20 34 20 39 37 946 24 22 116 20 23 23
internal_value=0 0.00401423 0.00316854 0.00333343 0.00397058 0.00161613 0.00110011 0.00370843 0.00284102 0.00359341 0.00424085 0.00457095 0.00466404 0.00454897 0.00350571 0.0040463 0.00398202 0.00403548 0.00388198 0.00114939 0.00402552 0.00531311 0.00393837 0.00402501 0.00598168 0.00347197 0.00370395 0.00288155 0.00343813 0.00274988
internal_weight=0 2787 589 563 322 334 235 299 99 78 2198 966 945 905 167 145 1232 1212 1082 54 1028 130 1003 966 45 277 255 139 119 96
internal_count=3121 2787 589 563 322 334 235 299 99 78 2198 966 945 905 167 145 1232 1212 1082 54 1028 130 1003 966 45 277 255 139 119 96
is_linear=0
shrinkage=0.1


Tree=9131
num_leaves=31
num_cat=0
split_feature=1 1 123 12 4 2 47 2 4 1 16 11 2 1 12 11 1 4 43 4 11 150 159 2 4 2 475 484 4 11
split_gain=7.42959 0.949872 0.798818 0.573935 0.541495 0.378679 0.307447 0.235477 0.232182 0.192476 0.190132 0.164926 0.15513 0.108016 0.103203 0.10256 0.1103 0.0886763 0.0618955 0.0612926 0.0604104 0.0595928 0.074798 0.0882173 0.0570895 0.054596 0.0520228 0.0861058 0.0505239 0.0504913
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.092235000000000025 0.085505000000000012 0.14960000000000004 0.40124500000000002 0.09253500000000002 -0.040964999999999994 1.0000000180025095e-35 0.14960000000000004 0.087135000000000004 0.085355000000000014 1.0000000180025095e-35 0.10124500000000002 0.49041500000000005 -0.080324999999999994 -0.036839999999999991 0.08776500000000001 0.084680000000000019 0.076905000000000015 0.11263500000000001 -0.0019149999999999998 0.10188000000000001 -0.08644499999999998 -0.084519999999999984 0.0052350000000000009 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 5 11 12 15 19 -4 -8 13 17 26 24 16 28 -3 -11 -5 25 22 23 -2 -15 -17 27 -1 -7 -13
right_child=1 6 9 8 -6 7 10 -9 -10 18 -12 29 -14 14 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056510351173906645 0.00042559826819627895 0.00024898165442977703 0.00045771288761768095 0.00055849245668182989 0.00029186715398284087 0.00048981371276225999 0.00019400991684478158 0.00029049718879454041 0.00028261380928787047 0.00031462473216328345 0.0003918766097757197 0.00069734641946785807 5.9823906536527065e-05 0.0003603945180844261 0.00050929601696798443 0.00066605653443367651 0.00034892988582625284 0.00014085691819360529 0.00018979986585210572 0.00044928315501473957 0.00049461325181534275 0.00021242222538050696 0.0002314121263638296 0.00027591756699559564 0.00047406982024752998 0.00052777533074054874 0.00053557660804804384 0.00039900897764692117 0.00045361844910513148 0.00058390934345939382
leaf_weight=21 24 41 34 29 45 414 43 26 29 56 33 22 71 29 358 21 27 101 21 62 51 64 52 41 41 23 1035 28 231 48
leaf_count=21 24 41 34 29 45 414 43 26 29 56 33 22 71 29 358 21 27 101 21 62 51 64 52 41 41 23 1035 28 231 48
internal_value=0 0.000253152 0.000497488 0.000330243 0.000504948 0.000508986 0.00017286 0.000474015 0.000435397 0.000334838 0.000279926 0.000526515 0.000134659 0.000522207 0.000495832 0.000480236 0.000471711 0.000172076 0.000280582 0.000484086 0.00054054 0.000260527 0.000286841 0.000331184 0.000426976 0.000593773 0.000532621 0.000470192 0.000476851 0.000619561
internal_weight=0 590 2531 301 2420 2375 289 793 120 111 76 1582 213 1512 428 767 672 142 77 91 95 181 117 65 70 44 1084 49 645 70
internal_count=3121 590 2531 301 2420 2375 289 793 120 111 76 1582 213 1512 428 767 672 142 77 91 95 181 117 65 70 44 1084 49 645 70
is_linear=0
shrinkage=0.00196078


Tree=9132
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 2 2 4 4 47 47 11 11 16 0 4 3 49 0 4 43 2 16 15 10
split_gain=9.95284 1.26486 1.0787 0.770796 0.612008 0.444041 0.358758 0.335761 0.305052 0.228284 0.227032 0.225119 0.236695 0.182185 0.160001 0.141479 0.129499 0.178845 0.110216 0.106549 0.0862254 0.108586 0.0814403 0.0745628 0.072764 0.0725685 0.148726 0.0720688 0.0710886 0.0722561
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.091475000000000015 0.40124500000000002 -0.16363499999999997 0.10855000000000002 0.13501500000000002 0.14753000000000002 0.27834500000000006 -0.0086549999999999978 0.091680000000000011 0.077555000000000013 1.0000000180025095e-35 0.080150000000000013 -0.037154999999999994 -0.13027499999999997 -0.064054999999999987 0.090900000000000009 -0.085174999999999987 -0.093584999999999988 -0.036839999999999991 -0.04890499999999999 0.11177500000000001 -0.090344999999999995 -0.41942499999999994 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 9 11 16 24 -6 15 13 12 -3 23 22 20 19 -18 -7 -4 -1 -22 -10 -8 -5 -2 -27 -24 -13 -30
right_child=1 5 6 7 8 18 10 -9 14 -11 -12 28 -14 -15 -16 -17 17 -19 -20 -21 21 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.00065123192595140968 0.00029633292637344216 0.00037328108266135426 0.00051190208756285752 0.00068423587619815022 0.00062054205900276098 0.0003225904723531962 0.00072240329510723763 0.00036088597127680364 0.00048811575736986155 0.00044188293472344117 0.00045122412968759699 0.00019896903746377894 0.00020376572509420835 0.00056386535459571464 0.00053389247879150319 0.00073739482436840443 0.0008320662723562992 0.00065224455380994892 0.00051253690223153185 0.00065283907993830804 0.00059677464854723252 0.00045045626758517723 0.00041726952534774188 0.00062357649232522099 0.00056524489129140061 0.00051889734777643508 0.00033733702239338603 0.00031241110554721508 0.00015855047435673209 1.3521063423269437e-05
leaf_weight=65 77 44 21 29 31 24 31 29 21 33 36 32 113 232 31 32 37 50 23 1150 78 26 42 552 62 22 82 63 25 28
leaf_count=65 77 44 21 29 31 24 31 29 21 33 36 32 113 232 31 32 37 50 23 1150 78 26 42 552 62 22 82 63 25 28
internal_value=0 0.000333794 0.000616593 0.000422753 0.0005261 0.000241141 0.0006347 0.000544614 0.000442793 0.00059303 0.000603607 0.00020727 0.000251273 0.000610338 0.000407696 0.000617846 0.000655734 0.00072872 0.000415543 0.000650312 0.000595209 0.000560195 0.000376648 0.000628831 0.000603165 0.000341961 0.000375744 0.000354354 0.000125992 8.19312e-05
internal_weight=0 590 2531 301 422 289 2109 120 188 234 851 242 157 815 157 201 1258 87 47 1171 169 104 126 583 91 181 104 105 85 53
internal_count=3121 590 2531 301 422 289 2109 120 188 234 851 242 157 815 157 201 1258 87 47 1171 169 104 126 583 91 181 104 105 85 53
is_linear=0
shrinkage=0.00196078


Tree=9133
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 0 1 4 15 16 2 16 49 0 16 2 0 4 3 475 16 49 50 456 16
split_gain=5.16313 0.768788 0.617206 0.467407 0.293681 0.230806 0.201265 0.18039 0.146994 0.128792 0.108142 0.181105 0.110715 0.109358 0.106147 0.0853483 0.0832749 0.0809096 0.0751066 0.0884723 0.0633966 0.0621038 0.0721112 0.0577067 0.0552881 0.0615854 0.0599745 0.0534945 0.0532503 0.0753947
threshold=0.10538500000000002 0.13075500000000004 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.13082500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.10607499999999999 0.083135000000000014 0.0061450000000000003 -0.097454999999999986 -0.52595999999999987 0.14122000000000004 0.052820000000000013 -0.054319999999999993 -0.10474999999999998 -0.39185999999999993 0.17760500000000004 -0.085669999999999982 -0.55119499999999988 -0.12711499999999995 -0.082014999999999991 -0.45661999999999997 -0.039339999999999993 0.10877000000000002 0.060100000000000008 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 7 18 -4 10 -5 14 11 -1 21 -13 -6 16 28 -15 19 -3 -20 27 -23 -24 -16 -26 -27 -12 29 -2
right_child=1 5 6 8 9 -7 -8 -9 -10 -11 12 13 -14 17 24 -17 -18 -19 20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00047393339826627765 0.00024391257607215067 0.00013033910534645924 0.00042404744143814151 0.00041320031254220378 0.00027327684667326652 0.00029506919639350824 0.0002568030838413733 0.00055092847703017058 0.00025408886808503091 0.00029793657292979345 0.0004868506244395458 0.00043670647632931874 0.00039776884600413887 0.00035286497108379816 0.00048363174439645278 0.00012740779111125307 0.00033924239164686453 0.0001912980729717356 0.00013023771605668691 0.00029658275985104199 3.4733959428016459e-05 0.00056667614216898005 0.0003766430128888307 0.00045361429948937804 0.00049837949591927469 0.00030008475780121836 0.00041071299734479023 0.00043076468406723746 0.0003177780840253713 0.00014963481699257098
leaf_weight=69 135 32 132 34 20 39 35 76 65 41 468 26 110 26 46 25 33 22 113 20 35 21 39 941 29 20 325 76 25 43
leaf_count=69 135 32 132 34 20 39 35 76 65 41 468 26 110 26 46 25 33 22 113 20 35 21 39 941 29 20 325 76 25 43
internal_value=0 0.000246165 0.00029591 0.000440716 0.000446265 0.000157083 0.000388996 0.000457358 0.000308733 0.000403045 0.000453403 0.00040167 0.000457873 0.000334289 0.000412839 0.000236349 0.00024789 0.000278813 0.000130175 0.000194279 0.000107652 0.000462152 0.000452987 0.000450551 0.000419484 0.000411595 0.0004043 0.000479015 0.000233039 0.000221138
internal_weight=0 667 428 2454 2355 239 167 1874 99 481 1798 143 1655 74 440 261 236 48 200 52 148 1545 1001 980 420 374 345 544 203 178
internal_count=3121 667 428 2454 2355 239 167 1874 99 481 1798 143 1655 74 440 261 236 48 200 52 148 1545 1001 980 420 374 345 544 203 178
is_linear=0
shrinkage=0.00196078


Tree=9134
num_leaves=31
num_cat=0
split_feature=1 2 15 148 123 2 44 15 0 1 16 1209 12 34 157 483 131 2 31 2 1446 4 133 133 12 130 1446 483 151 16
split_gain=0.237633 0.042019 0.0347845 0.044389 0.034308 0.0263361 0.0253243 0.0264174 0.0252432 0.0619978 0.0446863 0.0276156 0.0255088 0.0250261 0.0247283 0.0235776 0.0229952 0.0449764 0.0224556 0.0216345 0.0211712 0.020406 0.0186244 0.0267162 0.0213328 0.0216577 0.0184912 0.0183519 0.020901 0.0181347
threshold=0.10920500000000001 0.14753000000000002 -0.083359999999999976 -1.0000000180025095e-35 1.0000000180025095e-35 0.14285500000000004 0.081805000000000017 0.024640000000000006 -0.13027499999999997 0.083345000000000016 -0.011989999999999999 0.091045000000000001 0.092550000000000007 -0.010024999999999997 -0.0091799999999999989 0.11236000000000002 0.090030000000000013 0.31358000000000003 -0.077289999999999984 1.0000000180025095e-35 0.091725000000000015 -0.015039999999999998 0.42433500000000007 0.10051500000000001 0.11149500000000002 0.095135000000000011 0.095780000000000018 -0.096724999999999992 -0.083919999999999981 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 -4 5 6 7 8 9 -1 -11 12 26 18 -9 20 17 -3 -2 -15 21 -14 23 24 25 -23 27 28 -10 -29
right_child=1 16 3 -5 -6 -7 -8 14 11 10 -12 -13 15 19 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0068157154398872273 0.0022127776316160129 0.0015048168295779211 0.00065526617761475575 0.0046812174185208097 0.0031877818181722736 0.0023417711389274935 0.0079512056027722013 0.0083930518850684182 0.0048411651461554529 0.0031385679324634416 -0.0020250627083615177 0.0012650516138158062 0.0050663434676399451 0.0045167427523992955 0.0052118431049910001 0.007163281979349752 0.0038076655030073155 -0.0034756593948695813 -0.0019911995567478396 0.0021087054181432186 0.00076348576491000139 0.0036364921448094885 0.0062909468449652206 -9.7290528735712817e-05 0.0060463720473697847 -2.0940615213476123e-05 0.0081692748703062531 0.0057964371577664108 0.0091525307573054153 0.0046481304397702214
leaf_weight=38 27 66 33 161 120 39 28 25 22 83 21 22 131 50 1081 24 21 25 24 147 20 85 20 23 28 20 20 189 23 505
leaf_count=38 27 66 33 161 120 39 28 25 22 83 21 22 131 50 1081 24 21 25 24 147 20 85 20 23 28 20 20 189 23 505
internal_value=0 0.00255498 0.00299338 0.00399639 0.00483865 0.0049196 0.00496135 0.00492618 0.00461576 0.00335896 0.00209591 0.00477341 0.00484295 0.00220876 0.00528375 0.00413801 0.000824888 0.000136554 0.000234435 0.00271988 0.00391597 0.00412135 0.00341797 0.00304964 0.00359385 0.00293984 0.00516895 0.00508775 0.00704475 0.00496085
internal_weight=0 554 442 194 2567 2447 2408 2380 1274 142 104 1132 1110 248 1106 351 112 91 51 197 327 307 176 156 133 105 759 739 45 694
internal_count=3121 554 442 194 2567 2447 2408 2380 1274 142 104 1132 1110 248 1106 351 112 91 51 197 327 307 176 156 133 105 759 739 45 694
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=31
num_cat=0
split_feature=1 12 3 44 1 4 3 3 2 13 39 16 0 42 11 156 12 1 49 484 3 16 13 3 1212 1201 13 403 2 16
split_gain=0.19413 0.0500293 0.0288306 0.0275149 0.0281739 0.0233668 0.0218973 0.0260145 0.0248 0.0209364 0.0203075 0.0192634 0.0183802 0.0193974 0.0183528 0.019941 0.0246832 0.0281812 0.0177075 0.0311503 0.0199778 0.0252851 0.0174049 0.0237402 0.0190618 0.0254106 0.0234987 0.0217148 0.0366834 0.0262673
threshold=0.11690500000000002 0.078300000000000008 0.30112000000000005 1.0000000180025095e-35 0.08864000000000001 0.40124500000000002 -0.13309499999999996 -0.12018999999999998 0.081685000000000021 -0.47860499999999995 0.088025000000000006 -0.083134999999999987 -0.13843999999999998 0.11457500000000002 0.080705000000000013 0.14949500000000002 0.089300000000000004 0.098700000000000024 0.0093850000000000027 -0.011244999999999998 -0.017889999999999996 -0.082779999999999979 0.0015850000000000003 -0.10519499999999998 0.11930500000000001 -0.08151499999999999 -0.084034999999999985 -0.53101999999999994 0.084055000000000005 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 6 8 -8 -3 -4 -2 -11 -9 22 -10 16 -16 -18 19 -6 21 -21 24 -24 25 -14 -26 28 -27 -29
right_child=2 5 9 -5 18 -7 7 12 14 11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 26 27 -28 29 -30 -31
leaf_value=0.0042414505306421412 0.0031821052775157089 0.0083797891438869686 0.0017367506175235447 0.0063910159670437384 0.0068384009826695548 0.0019038777456016225 0.00094591809347981505 0.001734566312128057 0.0037184831086354586 -0.003371853150920721 0.0014968148682259418 0.00077537140362740804 0.0011436513856097009 0.0034433757887802441 0.0039457552177323543 0.0035922324164184161 0.010563860663577267 0.0059112845237056415 0.0010096840265403301 0.003777381926774979 0.0031733863540951198 -0.00075517880759434775 0.0059477280307975089 0.0034219016724396064 0.0045879809894477539 0.0057278617950422429 0.0092147181387103733 0.0052760948968526367 0.00010849524137134164 0.004400670753420364
leaf_weight=193 156 27 56 30 20 34 21 24 60 21 132 24 20 154 22 27 23 30 51 20 214 32 45 215 23 21 21 637 26 742
leaf_count=193 156 27 56 30 20 34 21 24 60 21 132 24 20 154 22 27 23 30 51 20 214 32 45 215 23 21 21 637 26 742
internal_value=0 0.00428755 0.00189986 0.00344478 0.00327802 0.00450484 0.0045462 0.00444654 0.0055739 0.000446119 0.00240968 -0.00116 0.00448467 0.00451934 0.00510625 0.00592259 0.00676152 0.00793033 0.00272626 0.00303236 0.00274619 0.000988114 0.00461402 0.00385906 0.00474576 0.00468337 0.0067962 0.00473301 0.00261928 0.00480505
internal_weight=0 2732 389 560 530 2172 2138 1949 189 101 288 45 1928 1904 162 102 75 53 337 286 266 52 1750 260 1490 1446 44 1426 47 1379
internal_count=3121 2732 389 560 530 2172 2138 1949 189 101 288 45 1928 1904 162 102 75 53 337 286 266 52 1750 260 1490 1446 44 1426 47 1379
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 2 2 1 4 3 1 14 47 11 1 457 43 16 4 40 4 3 43 3 0 12 14
split_gain=11.0691 1.79332 1.11603 0.925538 0.737585 0.542729 0.503173 0.363723 0.298666 0.289614 0.284618 0.263685 0.182153 0.174181 0.128539 0.116172 0.1072 0.162215 0.20629 0.112268 0.0929158 0.0842131 0.0826242 0.0806342 0.0771329 0.113048 0.0755915 0.0751968 0.0749163 0.0668439
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.17025000000000004 0.11474000000000002 0.089775000000000008 0.09253500000000002 0.40945500000000007 0.30112000000000005 0.091450000000000017 0.062655000000000016 0.090100000000000013 1.0000000180025095e-35 0.088485000000000022 0.048635000000000005 -0.14792499999999997 0.27776000000000006 0.042705000000000007 -1.0000000180025095e-35 -0.036839999999999991 -0.11171999999999999 0.016310000000000002 -0.010424999999999999 -0.026509999999999995 0.10061500000000002 -0.46413499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 15 6 9 11 28 13 -5 12 22 14 -1 29 17 20 -19 -18 24 -15 -4 -2 25 -11 -13 -7 -6 -3
right_child=1 2 7 10 8 27 -8 -9 -10 16 -12 26 -14 21 -16 -17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000693152227248487 0.00070467169612061745 0.00043918422258952089 0.0003280921164916921 0.00061267374648423618 0.00066979469393840081 0.00054154886454078172 0.0003854104256853948 9.9908834441308632e-05 0.00036942686823788091 0.00066557645773381187 0.00039006774306501362 0.00029043073810756524 0.00020812423125742777 0.00065227539572461617 0.0007870612758245529 0.00045966410041585855 0.00058650794942505886 0.00062226014303949585 0.00038787890163394695 0.00075238702122468421 0.00059405975538993363 0.00053846263695077519 0.0004700759181058874 0.00056640590279320485 0.00065997558166898027 0.0004659736930739646 0.00019089351796753432 0.00038579026873463687 0.00054721455404246812 0.00031934528178701902
leaf_weight=1116 50 20 26 34 41 22 24 54 26 24 63 44 22 181 59 32 21 42 22 62 118 29 40 24 585 20 88 26 36 170
leaf_count=1116 50 20 26 34 41 22 24 54 26 24 63 44 22 181 59 32 21 42 22 62 118 29 40 24 585 20 88 26 36 170
internal_value=0 0.000371858 0.000336282 0.000655793 0.000413994 0.000663538 0.000667839 0.000244105 0.00055113 0.000670813 0.000468095 0.000279499 0.000362638 0.000688572 0.000697868 0.000350368 0.000643301 0.000636432 0.000541692 0.000710418 0.000644549 0.000636558 0.000414143 0.000659829 0.000654021 0.000574848 0.000224073 0.00045718 0.000612484 0.00033196
internal_weight=0 673 599 2448 325 2351 2303 274 103 2279 97 220 88 1385 1175 222 894 811 64 83 747 210 66 74 629 44 132 48 77 190
internal_count=3121 673 599 2448 325 2351 2303 274 103 2279 97 220 88 1385 1175 222 894 811 64 83 747 210 66 74 629 44 132 48 77 190
is_linear=0
shrinkage=0.00196078


Tree=9137
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 123 44 147 4 15 1 15 4 1186 403 1209 482 52 16 16 16 16 484 484 15 456 475 474 2 16
split_gain=0.198699 0.0697224 0.04957 0.0363945 0.0336471 0.0329223 0.0224056 0.0225811 0.0254988 0.0231019 0.019678 0.0185958 0.0316407 0.0223388 0.0599458 0.02025 0.0188239 0.0178982 0.0496472 0.0171323 0.0417195 0.0329635 0.0240051 0.0227357 0.0247519 0.0193785 0.018643 0.0221091 0.0328356 0.0265462
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 1.0000000180025095e-35 0.081805000000000017 0.089365000000000014 -0.0070899999999999991 0.13592500000000005 0.11910500000000002 0.024640000000000006 -0.15464999999999998 0.060550000000000007 0.085340000000000013 0.091045000000000001 0.11816500000000001 -0.065544999999999978 -0.39185999999999993 -0.069144999999999984 -0.074929999999999983 -0.040964999999999994 -0.28135999999999994 -0.079949999999999979 -0.094549999999999981 0.087225000000000011 -0.084169999999999981 0.083685000000000023 0.087545000000000026 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 9 -9 11 -6 13 -13 15 -15 16 19 -12 -19 20 -1 23 -23 -21 -25 26 27 29 -29 -24
right_child=3 -3 -4 -5 10 -7 -8 8 -10 -11 17 12 -14 14 -16 -17 -18 18 -20 21 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.004660627074076283 -0.0012359723986054842 0.0013327298182218025 -0.00019870711915680897 0.0052766709592625763 0.0027904047835005316 0.003003638265722221 0.0069579641108008993 0.0043112826748776048 -0.00036377074371557683 0.0025640083663267688 -0.001161254707507656 0.0074174761882507788 0.004791051488953358 -0.0017311710975177232 0.0056586183830285852 0.0014167562338777565 0.0075205083268519964 0.00061458136512712114 0.0055247679057244502 0.0043450087091575071 0.0083530275094637878 0.00096185601199977105 0.0015284822112824679 0.0030274013964420496 -0.0016163195370939899 0.0058592585335993158 0.0040350284350528344 0.0044068708181536449 0.0086779341851878494 0.0056979777046001039
leaf_weight=306 39 75 23 28 132 146 38 28 20 57 28 48 1033 21 23 22 20 99 26 30 34 20 26 24 22 89 555 36 36 37
leaf_count=306 39 75 23 28 132 146 38 28 20 57 28 48 1033 21 23 22 20 99 26 30 34 20 26 24 22 89 555 36 36 37
internal_value=0 0.00434014 0.00442387 0.00181775 0.00151884 0.00446367 0.00454809 0.00451127 0.00236334 0.00455354 0.00189581 0.00460115 0.00490767 0.00434646 0.00213167 0.00442399 0.00447756 0.001124 0.0016359 0.00442747 0.00502987 0.00419339 0.00438269 0.00220327 0.000806491 0.00447052 0.00429139 0.00534532 0.0065424 0.00397723
internal_weight=0 2769 2694 352 324 2671 2525 2487 48 2439 285 2382 1081 1301 44 1257 1235 153 125 1215 340 875 799 76 46 779 690 135 72 63
internal_count=3121 2769 2694 352 324 2671 2525 2487 48 2439 285 2382 1081 1301 44 1257 1235 153 125 1215 340 875 799 76 46 779 690 135 72 63
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=31
num_cat=0
split_feature=1 4 105 2 0 1456 48 51 47 12 132 160 4 16 52 1 47 48 3 15 3 447 43 16 1446 4 4 13 0 43
split_gain=0.16263 0.0530446 0.036521 0.0597892 0.0303699 0.0273216 0.0256935 0.0282509 0.0317884 0.0293685 0.0262603 0.022767 0.0226014 0.0222698 0.035958 0.046478 0.020332 0.0192196 0.0257157 0.02561 0.0199462 0.0199522 0.0214204 0.0215819 0.0286366 0.0340756 0.0447915 0.0283238 0.0234625 0.0199488
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 0.22582000000000002 -0.049894999999999995 0.14093000000000003 0.10876000000000001 0.085770000000000027 0.11734000000000001 -1.0000000180025095e-35 -0.076689999999999994 0.41555500000000006 -0.42170999999999997 -1.0000000180025095e-35 0.13332000000000002 0.10678000000000001 0.10184000000000001 -0.066704999999999987 -0.13578499999999996 0.10732000000000001 0.089095000000000021 0.0034250000000000005 0.052820000000000013 0.087090000000000015 -0.42529999999999996 -0.088784999999999989 -0.08645499999999999 -0.079984999999999987 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 17 -3 7 8 9 10 -7 -12 -10 -13 -15 -16 -9 19 -19 -1 21 22 23 -21 25 -25 -27 -28 29 -29
right_child=1 2 -4 -5 -6 6 -8 16 12 -11 11 13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0057594604996362856 0.0048647219903964123 0.0051794059480267489 0.0061238431244749923 -0.0025403968956587571 0.00018411702476441862 -0.0020898247769634642 -0.00044555839461584887 0.0061950565789472955 0.0040163655826558281 0.0048857035422697663 0.0029251283213185767 0.0024264294098076573 0.0004138120937915076 0.0013584977074949257 -0.0055323656133259647 0.00057690848021372935 0.0020505417382810265 0.0036129357148732607 -8.4454816533252608e-05 0.0045047597324255192 0.0018489741676976569 0.0014308447466680298 0.0034924781824280959 0.0058074098413011862 0.00012602656920948489 -6.2457985682960832e-05 0.0072418347487903448 0.0037910978121754643 0.0041550350509351117 3.5077623362022065e-05
leaf_weight=96 78 29 22 28 20 21 39 29 102 25 90 85 21 131 20 33 20 87 24 1327 39 27 383 70 22 34 22 26 140 31
leaf_count=96 78 29 22 28 20 21 39 29 102 25 90 85 21 131 20 33 20 87 24 1327 39 27 383 70 22 34 22 26 140 31
internal_value=0 0.002392 0.00211448 0.00198342 0.00406427 0.0021798 0.00203858 0.00220649 0.00199333 0.00156572 0.0013473 0.00154836 0.0034013 0.00108773 0.000469314 -0.00172848 0.00450342 0.00409761 0.0028135 0.0041619 0.00408959 0.00413156 0.00416705 0.00432157 0.00361695 0.00385473 0.00331446 0.00383873 0.00345868 0.00174835
internal_weight=0 773 695 673 2348 645 616 577 528 405 380 359 123 269 184 53 49 2328 111 2217 2121 2082 2055 1672 345 323 253 219 197 57
internal_count=3121 773 695 673 2348 645 616 577 528 405 380 359 123 269 184 53 49 2328 111 2217 2121 2082 2055 1672 345 323 253 219 197 57
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 2 14 1 2 0 1 47 50 15 39 0 11 3 160 3 14 3 4 16 13 42
split_gain=8.74793 1.45477 0.885686 0.704646 0.55089 0.378023 0.329256 0.270083 0.276625 0.265962 0.223668 0.207143 0.16592 0.11289 0.109845 0.101642 0.0875943 0.0881259 0.0962932 0.0874309 0.0884979 0.0910517 0.0867592 0.077352 0.0766467 0.0689795 0.0676122 0.0661215 0.0623831 0.0577479
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.062655000000000016 0.09253500000000002 0.089775000000000008 -0.23001499999999997 0.091450000000000017 0.090100000000000013 0.086295000000000011 -0.41942499999999994 0.093755000000000019 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 -0.067824999999999983 1.0000000180025095e-35 0.096015000000000017 -0.011549999999999998 -0.036839999999999991 0.13751500000000003 -0.14819499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 15 6 10 8 -4 29 12 -5 14 -14 -1 23 17 -9 -19 20 21 -15 -10 -3 -12 -24 -2 -7 -23 -6
right_child=1 2 7 11 9 27 -8 16 22 -11 24 -13 13 19 -16 -17 -18 18 -20 -21 -22 28 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061228465527386126 0.00062983362493561768 0.00025605127692087309 0.00036800155336999036 0.00054138367641137135 0.00047579272266696479 0.00035217190979720895 0.00036370166565224629 0.00019101097566761723 0.00031038982571233829 0.00031363940369309701 0.0007301919595753024 0.00035147685088029426 0.00044487215525801404 0.00047611249053073929 0.00056340262328598908 0.00041383539541058387 0.00025211727311386464 -4.4050448980438062e-06 0.00016192474790736842 0.00044558699151464538 0.00064802688347961543 0.00046786114281299063 0.00024422648886303887 0.00033521668152615289 0.00059938961348962041 0.00012388211136087806 0.00050322372539370671 0.00049887192300777363 0.00057891877402039681 0.0005859045303260778
leaf_weight=1116 50 98 63 34 30 27 24 35 22 26 61 63 27 37 210 32 22 32 23 20 62 20 30 92 24 47 24 21 702 47
leaf_count=1116 50 98 63 34 30 27 24 35 22 26 61 63 27 37 210 32 22 32 23 20 62 20 30 92 24 47 24 21 702 47
internal_value=0 0.000329402 0.00029736 0.000581818 0.00036659 0.000588575 0.000592165 0.000215245 0.000266432 0.000485106 0.000594571 0.000418042 0.000590747 0.000569672 0.000604543 0.000311602 0.000141208 0.000114097 6.51511e-05 0.000573679 0.000576799 0.000570981 0.000201796 0.000294384 0.00069326 0.00017077 0.000588771 0.000416353 0.000575842 0.000543004
internal_weight=0 673 599 2448 325 2351 2303 274 162 103 2279 97 2194 868 1326 222 112 90 55 841 821 759 99 190 85 77 74 48 722 77
internal_count=3121 673 599 2448 325 2351 2303 274 162 103 2279 97 2194 868 1326 222 112 90 55 841 821 759 99 190 85 77 74 48 722 77
is_linear=0
shrinkage=0.00196078


Tree=9140
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 3 3 12 40 13 4 48 16 12 11 11 12 11 48 4 52 0 15 12 43 13 133 1455
split_gain=0.168939 0.0535871 0.0316753 0.0319154 0.031913 0.0316113 0.0321746 0.0281726 0.0202295 0.0208596 0.0193998 0.0216385 0.0189774 0.0179936 0.0216039 0.0169748 0.0169555 0.0274261 0.0367894 0.0200976 0.0170108 0.0338377 0.0311462 0.0231711 0.0299044 0.0192566 0.0178652 0.0285907 0.0192346 0.0277562
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.073404999999999984 -0.0025099999999999996 0.11924500000000002 0.30112000000000005 -0.42850999999999995 -0.083709999999999993 -0.0093149999999999986 0.41379000000000005 -0.024949999999999996 -0.16075999999999999 0.099815000000000015 0.080705000000000013 0.086080000000000018 0.089300000000000004 0.091795000000000015 0.090720000000000009 -0.46376499999999993 0.091820000000000013 -0.064754999999999993 -0.074054999999999996 0.097575000000000009 -0.48582499999999995 0.061215000000000012 0.08784500000000002 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 13 12 -10 11 -5 -2 -7 -15 16 20 18 -18 -19 21 -3 -22 25 -25 26 -23 28 29 -28
right_child=8 15 -4 4 -6 7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 19 -20 -21 22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00038766402994161068 0.0029333462567950343 0.0084085659077391042 -0.0003095382287238653 0.0032952442260769511 0.006834002680933246 0.0021275018254527825 -0.0015541866554745608 0.0019217830076796061 0.0023204481248372383 -0.00077063010765891337 0.0035083721012241493 -0.00079670923961592567 0.0011507864992241733 0.0063539708626693964 0.0040434924009100448 0.0035613052605889782 0.004485861093271524 0.0028698965901276098 0.010478644800328073 0.006530279410071671 0.0038298868858881543 0.0067888303701433214 -0.00018996094561019993 0.0049589048659142397 0.00050823109082153274 0.0064847809126282619 0.0082385006267577422 0.001635715691940632 0.0037271029674124413 0.0044749582340194039
leaf_weight=23 122 20 26 24 26 36 21 66 34 61 92 28 117 51 196 372 20 40 21 24 119 28 23 26 36 41 20 41 397 970
leaf_count=23 122 20 26 24 26 36 21 66 34 61 92 28 117 51 196 372 20 40 21 24 119 28 23 26 36 41 20 41 397 970
internal_value=0 0.00395001 0.00310295 0.00326054 0.00341592 0.00324303 0.00210249 0.00378225 0.00157005 0.000335651 0.00263575 0.00109188 0.00206071 0.00421614 0.00452055 0.004177 0.00430243 0.00553611 0.00755534 0.00424254 0.00422717 0.00432145 0.00317878 0.00426902 0.00237464 0.00434747 0.00428729 0.00423824 0.00431517 0.00455099
internal_weight=0 2787 589 563 540 514 165 349 334 95 144 52 239 283 247 2198 1826 105 41 64 1721 1579 142 1559 62 1497 1456 1428 1387 990
internal_count=3121 2787 589 563 540 514 165 349 334 95 144 52 239 283 247 2198 1826 105 41 64 1721 1579 142 1559 62 1497 1456 1428 1387 990
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 4 1 2 47 1 11 43 2 4 1 4 2 34 16 14 0 3 43 12 2 106 132 15
split_gain=9.51552 1.54244 0.905962 0.805358 0.74158 0.481402 0.397876 0.305767 0.241996 0.236302 0.212056 0.152365 0.146004 0.117113 0.104719 0.098315 0.0978321 0.211222 0.0968132 0.0943294 0.093761 0.0852398 0.066358 0.0652359 0.0836192 0.0711239 0.0648719 0.0622592 0.06818 0.0605937
threshold=0.10508500000000001 -0.40306999999999998 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.40124500000000002 0.14285500000000004 0.40473500000000007 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.091450000000000017 1.0000000180025095e-35 -0.14792499999999997 0.14019000000000004 -0.036839999999999991 0.088975000000000012 -0.081114999999999979 0.14753000000000002 -1.0000000180025095e-35 0.27776000000000006 0.062655000000000016 -0.036484999999999997 -0.11171999999999999 0.016310000000000002 0.090285000000000018 -1.0000000180025095e-35 0.087690000000000004 0.082230000000000011 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 4 5 14 6 9 -6 -5 11 18 21 16 -14 27 -2 20 -18 19 -4 23 29 -21 24 -11 -25 -13 28 -3 -1
right_child=1 2 10 8 7 -7 -8 -9 -10 12 -12 26 13 -15 -16 -17 17 -19 -20 22 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071788234203135602 0.00065668192418182601 0.00033998112082741252 0.00012752526091584895 0.00056157898278144268 0.00055685271821882246 0.00033993681607877508 0.00041710503554826645 0.00034212356815277489 0.00035631634782532499 0.00060682215958909912 0.000374165319147673 0.00047785559778704362 0.00054364602188436255 0.00071306662760076459 0.00020534590214063054 0.00050400794891555323 0.00063511568593795217 0.00040514276603574091 0.00012262958288520513 0.00021302955833520689 0.00054082936406427736 0.00071402924818111523 0.0003465179888508324 0.00063632360741093768 0.00043346644835729224 0.00059010208233639715 0.00059525772713901336 0.00021767965917945966 0.00022275221632336146 0.00063500036565009791
leaf_weight=35 50 208 31 34 82 25 39 37 63 23 23 20 21 62 35 24 28 34 78 41 124 59 22 191 20 388 190 21 21 1092
leaf_count=35 50 208 31 34 82 25 39 37 63 23 23 20 21 62 35 24 28 34 78 41 124 59 22 191 20 388 190 21 21 1092
internal_value=0 0.000340096 0.000307103 0.000603353 0.000360081 0.000610577 0.000613486 0.000490088 0.000428264 0.000616835 0.000197343 0.000632758 0.000591887 0.000670201 0.000305797 0.000607166 0.000583842 0.000509002 0.000173698 0.000216073 0.000590062 0.000641378 0.000259645 0.000599877 0.000526192 0.00060535 0.000584077 0.000319861 0.000329231 0.000637574
internal_weight=0 673 599 2448 404 2351 2326 119 97 2287 195 1396 891 83 285 74 808 62 172 94 746 1186 63 622 43 579 210 250 229 1127
internal_count=3121 673 599 2448 404 2351 2326 119 97 2287 195 1396 891 83 285 74 808 62 172 94 746 1186 63 622 43 579 210 250 229 1127
is_linear=0
shrinkage=0.00196078


Tree=9142
num_leaves=31
num_cat=0
split_feature=1 155 1 44 2 2 33 0 10 131 14 394 157 3 4 0 1 49 0 0 151 4 155 158 133 150 0 2 2 3
split_gain=0.173756 0.05275 0.035361 0.0421327 0.0353522 0.0491267 0.0279367 0.0257328 0.021098 0.0225258 0.0210616 0.0230265 0.0224542 0.0194093 0.0227266 0.0189139 0.0180417 0.0216052 0.0168148 0.0401423 0.0161836 0.0157621 0.0202793 0.0208179 0.0214645 0.0216945 0.021669 0.0201818 0.0199936 0.0166783
threshold=0.10124500000000002 0.11245500000000001 0.14262000000000002 0.087770000000000015 0.10252500000000002 -1.0000000180025095e-35 0.08573500000000002 0.22582000000000002 -0.074314999999999978 0.093840000000000021 -0.47071999999999997 -1.0000000180025095e-35 -0.065184999999999979 -0.014944999999999998 0.49041500000000005 -0.036484999999999997 0.13604000000000002 0.10969000000000002 -0.18901999999999997 -0.23194499999999998 -0.24462999999999999 0.033845000000000007 0.097835000000000019 0.077000000000000013 0.087415000000000007 0.087000000000000008 -0.14051499999999997 0.11510000000000002 0.13913500000000004 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 13 21 -4 -10 -6 -12 -13 -2 -15 16 17 18 19 -14 -19 28 23 24 25 26 -23 -26 29 -1
right_child=1 -3 8 -5 10 -7 -8 -9 9 -11 11 12 15 14 -16 -17 -18 20 -20 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0043951291958354965 0.0024376744669603392 0.005155787219392193 -0.0022234646095470947 0.006438666104916663 0.0047754583985079079 0.0045088128141920879 0.0049838567019573283 0.00060895469272509222 0.0021219466226488188 -0.0017023108600096749 -0.0016905968881804835 -0.00078168394199262066 0.0017730076562468733 -0.0029204181883999681 0.00146586593300863 0.0047939843810375108 -0.000561284029778714 0.0021203933964716272 0.0019065159825030218 0.0075965218083001683 -0.0018099939831617206 0.0059330289540368885 0.00049370250955689695 0.0049642322633397023 0.0036158140919334463 -0.00054380652378313251 0.0024084914289753956 0.0073164603812620049 0.0011732779024168851 0.0024260536693459889
leaf_weight=1923 45 66 22 26 20 135 21 20 67 20 22 33 29 21 27 22 30 20 105 20 22 21 20 101 56 20 103 20 20 44
leaf_count=1923 45 66 22 26 20 135 21 20 67 20 22 33 29 21 27 22 30 20 105 20 22 21 20 101 56 20 103 20 20 44
internal_value=0 0.00245208 0.00219969 0.00250162 0.00232267 0.00321805 0.00168953 0.00418062 0.000543193 0.00124281 0.00163241 0.00142495 0.00166887 0.000945645 -0.000453133 0.00199496 0.00172248 0.00207204 0.00262034 0.00414995 6.16191e-05 0.0042113 0.00358319 0.00377568 0.00323003 0.00251245 0.00300539 0.00458967 0.0043191 0.00435108
internal_weight=0 773 707 598 572 249 114 2348 109 87 323 303 281 93 48 248 226 196 154 49 42 2328 341 321 220 144 124 76 1987 1967
internal_count=3121 773 707 598 572 249 114 2348 109 87 323 303 281 93 48 248 226 196 154 49 42 2328 341 321 220 144 124 76 1987 1967
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=31
num_cat=0
split_feature=1 155 11 105 1 4 0 15 160 160 133 52 374 123 13 160 0 48 3 15 13 39 13 1185 131 159 159 132 43 151
split_gain=0.140743 0.0427275 0.0315097 0.0431963 0.0293979 0.0343999 0.0208435 0.0202645 0.0207698 0.022742 0.0206529 0.0186884 0.0164365 0.0164263 0.0182746 0.0203166 0.0176577 0.015458 0.0250204 0.0216727 0.018979 0.0184321 0.014599 0.0135261 0.0140094 0.0275499 0.0332493 0.0237233 0.020125 0.0169309
threshold=0.10124500000000002 0.11245500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.14173500000000003 -0.013125 0.22582000000000002 -0.0088349999999999974 0.097500000000000017 0.083670000000000008 -0.080849999999999991 -0.046924999999999988 0.086450000000000013 0.10695000000000002 -0.099939999999999987 -1.0000000180025095e-35 -0.14051499999999997 0.10168500000000001 -0.066704999999999987 -0.13578499999999996 -0.013304999999999999 -0.04725999999999999 -0.059629999999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.11361500000000001 0.04105000000000001 0.090145000000000017 -0.079109999999999986 -0.070479999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 11 17 8 9 10 -7 -4 13 14 16 -16 -12 19 -19 20 -1 -21 -6 24 27 26 29 -23 -29 -26
right_child=1 -3 3 -5 22 7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 18 -20 21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0067859769777303723 -0.0019329735962674021 0.0046402085008043232 0.0027742618106468848 0.0065591492801017701 -0.00084254319529281942 0.0044475124665592433 0.00054805932799354199 -0.00044006069215971077 0.0049235138616970054 -0.00067932894629793182 0.0026304969341372671 0.005266409840703052 -0.00075621921357157159 -0.00060284033798697326 0.003976361483956377 0.0019289643105194244 -0.001079777439510257 0.0034397639040547436 -0.00014065898139961063 0.00090330745919014923 0.0039434725166453671 0.0037103264371480165 0.0015990256661704433 0.0050410978388458188 0.0015273641992826015 0.0008240306575316936 0.0081442721104249358 -0.00099449590547010295 0.003437866826009538 0.0045640269160295635
leaf_weight=46 20 66 87 21 50 33 20 37 23 33 23 46 23 22 75 137 29 89 25 22 48 1682 48 86 20 20 25 20 21 224
leaf_count=46 20 66 87 21 50 33 20 37 23 33 23 46 23 22 75 137 29 89 25 22 48 1682 48 86 20 20 25 20 21 224
internal_value=0 0.00220687 0.00197972 0.00209362 0.00195282 0.00222879 0.00376256 0.00179847 0.00200658 0.00182767 0.00206958 0.00363621 0.00181562 0.00202245 0.00224122 0.00265328 0.000561305 0.00379017 0.00265458 0.00384864 0.00533449 0.00378276 0.000353327 0.00381296 0.00376046 0.00440476 0.00467099 0.00365239 0.00127574 0.00431512
internal_weight=0 773 707 687 666 568 2348 435 398 375 342 133 309 286 264 212 52 2328 114 2214 94 2120 98 2098 2012 289 269 1723 41 244
internal_count=3121 773 707 687 666 568 2348 435 398 375 342 133 309 286 264 212 52 2328 114 2214 94 2120 98 2098 2012 289 269 1723 41 244
is_linear=0
shrinkage=0.1


Tree=9144
num_leaves=31
num_cat=0
split_feature=4 2 149 10 1 457 151 151 13 9 15 12 16 3 3 4 52 51 12 1 1444 43 43 131 0 128 131 1204 4 133
split_gain=0.115971 0.0427215 0.0265506 0.0246779 0.0245928 0.047136 0.0229627 0.025847 0.0199403 0.0212812 0.0195259 0.0184112 0.018065 0.0278431 0.024497 0.0242664 0.0224032 0.0187802 0.0186825 0.0169078 0.0170904 0.0199751 0.0232679 0.0233919 0.035346 0.0169411 0.0155256 0.0171046 0.0282622 0.0193476
threshold=0.27287000000000006 0.14285500000000004 0.07770500000000001 -0.079859999999999987 0.089625000000000024 0.079590000000000008 -0.086654999999999982 -0.030624999999999996 -0.14819499999999997 -1.0000000180025095e-35 -0.079929999999999987 0.11232500000000002 0.19444000000000003 -0.14186499999999996 -0.12018999999999998 -0.15464999999999998 0.070205000000000017 -0.15042499999999998 0.11734000000000001 0.13408500000000004 -1.0000000180025095e-35 -0.03898999999999999 -0.090299999999999991 0.082750000000000004 -0.071339999999999987 0.09585500000000001 0.11669000000000002 -0.082449999999999982 -0.083249999999999977 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 12 8 -7 -8 -6 -10 -3 -12 13 15 -15 -1 -14 -16 26 20 -11 22 25 24 -24 -22 27 28 29 -19
right_child=2 10 -4 -5 5 6 7 -9 9 19 11 -13 16 14 17 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0072937327248321195 -0.0012847205003102622 0.0033459605610308553 0.0042841645539738243 0.0013973599112707012 0.0012808481855142231 -0.0011436926942367694 0.0037693189962095968 -0.00062962650660086769 0.00094080215513814541 0.0064356839505489913 -0.0015992618222240237 0.0018472153017477643 0.0030268865050883621 0.00091801495424338742 0.0060709982132539156 0.0040375280675167841 -0.00020145507199534527 0.0013246045691803808 0.00098523214650673009 0.0010471300938044287 0.0061414990097546258 0.0040434159865942367 -0.0019175336987245829 0.0029920922992313467 0.0031071208178348442 0.0025834393717915471 0.0018950497035313256 0.003569042078707757 0.0075661861305606776 0.0052309185186459224
leaf_weight=37 39 27 28 285 53 38 34 22 36 20 31 31 206 35 30 60 24 21 28 28 32 281 28 149 28 23 52 1354 29 32
leaf_count=37 39 27 28 285 53 38 34 22 36 20 31 31 206 35 30 60 24 21 28 28 32 281 28 149 28 23 52 1354 29 32
internal_value=0 0.00325686 0.00132983 0.00107452 0.00332844 0.00285221 0.000753667 0.00204116 0.00314316 0.00330109 0.00110143 0.000123977 0.00352113 0.00363505 0.00353415 0.00527959 0.00269002 0.00359338 0.00354435 0.00344535 0.00356505 0.00345892 0.00282722 0.00233722 0.000594794 0.00465358 0.00359251 0.00365398 0.00505641 0.00368313
internal_weight=0 2769 352 324 2680 772 94 56 678 625 89 62 1908 1678 1581 97 230 1546 1516 589 561 541 260 205 56 55 1488 1436 82 53
internal_count=3121 2769 352 324 2680 772 94 56 678 625 89 62 1908 1678 1581 97 230 1546 1516 589 561 541 260 205 56 55 1488 1436 82 53
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=31
num_cat=0
split_feature=4 2 3 0 40 10 48 147 43 106 14 4 3 0 51 16 43 4 42 13 159 1212 42 1213 1212 43 160 480 1203 1176
split_gain=0.0946033 0.0369136 0.0292085 0.0226195 0.0411889 0.0283555 0.0252034 0.0286614 0.0214922 0.0187983 0.0178764 0.0182741 0.021332 0.0262623 0.0204011 0.0210465 0.0230301 0.0311177 0.0228984 0.0185741 0.032496 0.0287627 0.0492046 0.0288123 0.020305 0.0199436 0.0160883 0.019448 0.0161442 0.0156582
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.10474999999999998 -0.078554999999999986 -0.079859999999999987 0.11951500000000001 0.088610000000000008 0.10366000000000002 0.086340000000000014 -0.24175999999999997 -0.082249999999999976 0.11296500000000002 -0.019414999999999998 -0.20636999999999997 -0.088704999999999992 -0.50775499999999985 -0.51843499999999987 0.083795000000000022 -0.085744999999999988 -0.085489999999999997 0.087685000000000013 -0.0090649999999999984 -0.085049999999999987 0.049115000000000006 0.0041500000000000009 -0.54913999999999985 -0.095389999999999989 0.10749000000000002 0.086345000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -2 -5 7 -6 -7 10 -1 14 13 26 -12 18 -17 -18 -16 -19 -21 23 -23 24 -22 -25 -13 -28 29 -29
right_child=3 -3 -4 5 6 8 -8 -9 -10 -11 11 12 -14 -15 15 16 17 19 -20 20 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0060410359525121752 -0.0018853104703695231 -0.00038064363250283131 0.00085637587883014466 -0.0026032559759914878 0.0038756726637472062 0.0013915434004934182 -0.00068976707480032933 0.00051548849300932925 -0.0020135481708816122 0.00045789169089403007 0.0064717297823253007 0.0049760931359532365 0.00018610344268381597 -6.6280738322128515e-05 0.0037407756629812567 0.00016613022249657662 0.0059919819862653432 0.00096397124833833339 0.0069478197304922483 0.0066711566769159765 0.0040006618406961585 0.0027932691208975898 -0.0029988430079538378 0.0032536952251354489 0.0080875345971435312 6.4535798238856462e-05 -0.0001778528149588965 0.0028934950384734578 0.0057830972585361448 0.0057077161790221008
leaf_weight=20 23 33 63 25 110 158 20 33 21 28 22 39 29 29 79 25 39 39 31 26 31 55 20 296 20 21 20 1726 20 20
leaf_count=20 23 33 63 25 110 158 20 33 21 28 22 39 29 29 79 25 39 39 31 26 31 55 20 296 20 21 20 1726 20 20
internal_value=0 0.00294363 0.00298429 0.00127866 0.00207622 0.000551461 0.00263521 0.00310025 0.000992063 0.00303516 0.00306284 0.00303982 0.00287731 0.00291941 0.00347449 0.0033778 0.00313419 0.00326985 0.00464458 0.00306086 0.00323523 0.00303357 0.00124871 0.00339734 0.00560336 0.00304243 0.00296685 0.00292297 0.00295809 0.00292573
internal_weight=0 2731 2698 390 186 204 163 143 179 2635 2607 2587 1883 1854 704 682 572 547 110 508 469 443 75 368 51 317 1825 1786 1766 1746
internal_count=3121 2731 2698 390 186 204 163 143 179 2635 2607 2587 1883 1854 704 682 572 547 110 508 469 443 75 368 51 317 1825 1786 1766 1746
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=31
num_cat=0
split_feature=4 2 123 52 159 3 42 42 4 150 42 3 121 15 3 1186 403 14 0 15 52 12 1446 2 403 403 483 15 393 1447
split_gain=0.0766287 0.0299 0.0253644 0.0184142 0.0228917 0.0225241 0.0179915 0.0197502 0.0192805 0.0172021 0.0167376 0.0163557 0.0162311 0.0167121 0.0233035 0.0226282 0.0492939 0.0218751 0.0275381 0.048153 0.109528 0.0184736 0.0256064 0.021174 0.0186559 0.0157351 0.0153567 0.0147743 0.0146085 0.014052
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 0.039215000000000007 0.10600500000000002 0.42240500000000009 0.091545000000000015 0.075730000000000006 0.41257000000000005 0.097210000000000005 0.09858500000000002 -0.012939999999999998 -0.052794999999999988 0.083195000000000005 -0.15447499999999995 0.060550000000000007 0.085340000000000013 0.080160000000000023 -0.10224499999999999 -0.028889999999999996 0.0046550000000000003 0.092550000000000007 0.10250500000000001 -0.090999999999999984 -0.088144999999999987 0.090990000000000015 0.11236000000000002 0.084050000000000014 0.11333500000000001 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 6 7 8 -2 -10 -8 -12 -1 15 -15 17 -17 18 19 -14 -21 23 26 -20 -25 -26 -23 -16 29 -29
right_child=3 -3 -4 4 -6 -7 10 -9 9 -11 11 -13 13 14 27 16 -18 -19 21 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0055517711397260437 -0.00079741627774446416 -0.00034257927957999834 -0.00069574958496642389 0.0031742689890775066 3.234274741826636e-05 -0.002280252182390541 -0.0023262302243473149 0.0042959920940515792 0.0011966248059697036 0.0043159935370733196 0.0025210305910419537 -0.00087154656842661411 0.0022219204441661041 0.0057891245867157807 0.0046494044789529227 -0.0034468499955255544 0.0030532971244221184 0.0053711574602251259 0.00036168888094834984 0.0026636285425348464 -0.0069557389989495276 0.0021621827415628388 -0.0013423453050199897 0.00081120752080875852 0.0030975769250863264 0.0059403463639318942 0.0047241005932446567 0.0046301371853750871 0.0050098215198765205 0.002693308424199983
leaf_weight=20 38 33 22 78 33 23 26 23 90 22 27 30 208 29 47 20 28 27 30 29 20 365 20 35 736 20 25 39 30 948
leaf_count=20 38 33 22 78 33 23 26 23 90 22 27 30 208 29 47 20 28 27 30 29 20 365 20 35 736 20 25 39 30 948
internal_value=0 0.00264926 0.00268586 0.00115079 0.00224018 0.000717375 0.000986693 0.00156736 0.00114898 0.00180936 -0.000223621 0.000735464 0.00271366 0.00269229 0.00299225 0.00248252 0.000344902 0.00255025 0.00249906 0.00155755 -0.00126264 0.00269563 0.00214744 0.00296939 0.00306829 0.00317278 0.00232641 0.00291602 0.00283592 0.00276984
internal_weight=0 2731 2698 390 111 279 256 173 150 112 83 57 2676 2656 1093 1563 48 1515 1488 257 49 1231 410 821 791 756 390 1064 1017 987
internal_count=3121 2731 2698 390 111 279 256 173 150 112 83 57 2676 2656 1093 1563 48 1515 1488 257 49 1231 410 821 791 756 390 1064 1017 987
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 4 3 1 3 16 13 47 14 52 52 4 52 3 3 3 16 2 16 1
split_gain=5.78023 1.01738 0.613427 0.419416 0.363645 0.290838 0.190151 0.170243 0.165589 0.150395 0.130025 0.100616 0.113606 0.0900697 0.0718008 0.085481 0.0684085 0.0622879 0.0613672 0.0551082 0.0596606 0.0658346 0.0548276 0.0799861 0.0657061 0.0532931 0.0527294 0.0497636 0.0484529 0.0463023
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.40473500000000007 0.14285500000000004 -0.55119499999999988 -0.15121499999999996 0.13210500000000003 -0.066704999999999987 -1.0000000180025095e-35 -0.117405 0.090100000000000013 -0.23083499999999998 -0.56176499999999996 0.024145000000000003 0.24564500000000003 0.056145000000000007 0.31370500000000007 0.048265000000000009 -0.0087149999999999988 0.0057500000000000008 0.090545000000000014 0.19444000000000003 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 13 11 -5 -6 19 -1 -13 25 16 -16 -14 18 -3 -7 21 -21 23 24 -15 -4 27 -18 -22 -20
right_child=1 2 6 8 9 10 -8 -9 -10 -11 -12 12 14 22 15 -17 26 -19 29 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066602499016415399 0.00052962669193498614 0.00036575730693035724 0.0003468416168880707 0.00049362319566518707 0.00048880251662467098 0.00056579853939762569 0.00035158907032211941 0.00062584633342114388 0.00032574547580024573 0.0003296309503252423 0.00037178814270926472 0.00039551271261872568 0.00042454292049873223 0.00017044260049947426 0.00046366437679168832 0.00055068024226562087 0.0005471355051830534 0.00038173476247774327 0.00028824474406218697 0.00047284661678697861 0.00052301501376642923 0.00035727119697631795 0.000249981521988949 0.00010053841694139456 0.00029112142502411593 0.00021788018562567501 0.00050768604036691785 0.00051549569809648528 0.00042825499549508094 0.00020200135922667075
leaf_weight=21 76 33 22 37 74 34 37 76 58 33 39 24 21 82 120 68 1107 32 137 194 153 21 36 50 22 28 202 231 24 29
leaf_count=21 76 33 22 37 74 34 37 76 58 33 39 24 21 82 120 68 1107 32 137 194 153 21 36 50 22 28 202 231 24 29
internal_value=0 0.000315602 0.000289154 0.000518841 0.000345214 0.000524037 0.000220748 0.00053495 0.000391129 0.000439712 0.000480153 0.000531099 0.000529501 0.000200577 0.000531339 0.000495138 0.000535699 0.000301442 0.00028853 0.000490074 0.000483506 0.000461558 0.000181091 0.000164986 0.000195971 0.000274623 0.000537215 0.000541673 0.000510166 0.000273178
internal_weight=0 691 615 2430 338 2335 277 1870 95 107 465 1794 1773 240 1749 188 1561 231 199 426 392 215 190 154 104 50 1540 1338 177 166
internal_count=3121 691 615 2430 338 2335 277 1870 95 107 465 1794 1773 240 1749 188 1561 231 199 426 392 215 190 154 104 50 1540 1338 177 166
is_linear=0
shrinkage=0.00196078


Tree=9148
num_leaves=31
num_cat=0
split_feature=1 2 11 2 123 40 47 151 151 13 9 4 0 15 48 12 0 0 1 4 1428 3 0 1429 0 42 48 1209 3 1208
split_gain=0.080659 0.0265635 0.0265753 0.0230973 0.0213304 0.0214061 0.0199851 0.0207801 0.0374581 0.0223041 0.0195817 0.0204327 0.0374594 0.0346925 0.0205376 0.0310586 0.0327118 0.0185176 0.018355 0.0178966 0.0177741 0.0176874 0.0166655 0.0165157 0.0421728 0.031983 0.0223986 0.0161683 0.0217047 0.0332497
threshold=0.11866500000000001 0.097070000000000004 0.080455000000000013 -0.0091949999999999983 0.084995000000000015 0.0046150000000000002 0.11635500000000001 -0.098364999999999994 -0.084084999999999979 0.15641500000000003 0.099965000000000012 0.50500500000000004 -0.10151999999999999 -0.41942499999999994 0.088005000000000014 -0.040564999999999997 -0.097024999999999986 -0.07384499999999998 0.14173500000000003 -0.046564999999999988 0.08653000000000001 -0.014944999999999998 -0.14723999999999998 0.084770000000000012 -0.090809999999999988 0.085225000000000009 -0.089814999999999992 0.083050000000000013 -0.079979999999999982 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 6 7 -3 -9 20 11 14 -13 -14 15 -2 -17 -1 19 -16 -10 -19 -6 26 -25 -26 -5 -28 29 -29
right_child=10 4 -4 23 22 -7 -8 8 9 -11 -12 12 13 -15 18 16 -18 21 -20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0033338663429182411 0.0059094248382650597 0.0051614417506742382 0.0050478782110925146 0.0061599753270654579 -0.0017761072387830132 -0.00070376763677424087 -0.00043031394862654536 -0.00164328590257182 0.0023542558154893917 0.0051807075999959406 -0.0011459677691825411 0.0034196937419173701 0.00057686373757486072 -0.0037796067250892521 0.0042243178491480652 -0.00084890086889370458 0.0034141082641629818 0.0016752248905973059 -0.0016673563469556116 0.00064118105662561468 0.0044210895730389492 -0.0019853097176234192 0.0016741011768490787 -0.0023583925608545546 0.0044754358508119676 0.00067230081299274433 0.0029244503392002142 0.0042429987357956219 0.0070013890752480146 -0.00020918602589517835
leaf_weight=29 27 31 60 23 21 21 22 21 552 33 33 31 68 25 20 27 54 33 21 46 45 22 42 20 48 41 1560 104 21 20
leaf_count=29 27 31 60 23 21 21 22 21 552 33 33 31 68 25 20 27 54 33 21 46 45 22 42 20 48 41 1560 104 21 20
internal_value=0 0.00278008 0.00297543 0.00291069 0.00228899 0.00244236 0.00253621 0.0026319 0.00251145 0.00264994 0.00117299 0.00141288 0.000409251 -0.00059423 0.00205109 0.00297219 0.00199311 0.00128914 0.000907657 0.00172698 0.00251005 0.000211011 0.000524032 0.00298484 0.00179099 0.00272343 0.00306015 0.00301833 0.0040284 0.0035249
internal_weight=0 2769 1981 1921 788 725 704 682 651 630 352 319 124 93 195 108 81 84 87 66 597 55 63 1837 109 89 1728 1705 145 124
internal_count=3121 2769 1981 1921 788 725 704 682 651 630 352 319 124 93 195 108 81 84 87 66 597 55 63 1837 109 89 1728 1705 145 124
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=31
num_cat=0
split_feature=4 3 9 123 15 49 40 4 3 41 41 160 159 160 160 43 159 0 3 2 2 0 130 159 156 13 393 130 48 48
split_gain=0.0666109 0.0271139 0.0232261 0.0393731 0.0199183 0.0191828 0.0174004 0.0175513 0.0217654 0.0212218 0.0226884 0.0220954 0.0244582 0.0198386 0.0264799 0.031034 0.0207246 0.0192891 0.0171836 0.0159242 0.0200166 0.0221816 0.0182736 0.0154961 0.0161984 0.0152657 0.015234 0.0209694 0.0196552 0.0145049
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 -0.15914499999999995 0.089420000000000013 0.051255000000000002 -0.082249999999999976 0.11296500000000002 0.085095000000000018 0.07831500000000001 -0.16266999999999995 -0.032739999999999991 -0.086829999999999977 -0.015149999999999999 -0.014584999999999999 -0.081299999999999997 -0.019414999999999998 0.63141500000000017 0.084145000000000011 0.084515000000000021 -0.086074999999999985 -0.070634999999999989 -1.0000000180025095e-35 0.087120000000000017 -0.013304999999999999 0.10159000000000001 -0.082104999999999984 -0.089814999999999992 -0.074214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 9 17 10 11 12 -6 -13 15 -15 -16 23 29 -18 -21 -22 -23 24 -9 -7 27 -25 -29 -2
right_child=18 -3 4 -5 6 25 -8 8 -10 -11 -12 13 -14 14 16 -17 19 -19 -20 20 21 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0027229019144380637 -0.00047896776855590621 0.00061222187193865694 0.0062069809481758503 0.0030776268499903385 0.0033680910244584085 0.0051879262726288291 0.00016164900890241067 0.0029340122902772377 -0.00039829969302647645 -0.00019983613688964396 0.0063409322046763493 0.005973734956933186 -0.0014134463206257511 -0.0016435734461992979 0.0063950376678258182 0.0035709934841309278 0.0040059338063242493 2.9516305221477524e-05 -0.0017385991755872966 -0.00030550218885764483 0.0052993927956170722 0.0056093941384460777 0.0024881949232603926 -0.00021826538650202565 0.005800472171090189 0.0016866656602360309 0.0046276324051271736 0.0049470610627583393 0.0023150094981580346 0.0014948032027083484
leaf_weight=22 42 73 29 25 20 20 30 322 27 20 21 24 23 25 20 21 145 32 20 20 36 20 302 32 21 33 29 29 1310 328
leaf_count=22 42 73 29 25 20 20 30 322 27 20 21 24 23 25 20 21 145 32 20 20 36 20 302 32 21 33 29 29 1310 328
internal_value=0 0.00251352 0.00256574 0.000362486 0.0026054 0.00413928 0.00255567 0.00258441 0.00241959 0.00301053 0.00310537 0.00300179 0.000810525 0.0031555 0.00304067 0.00073699 0.00323582 0.00246245 0.00111643 0.00311501 0.00277326 0.00294525 0.00268206 0.00250712 0.00310951 0.0030079 0.00235953 0.00231156 0.00237201 0.00127075
internal_weight=0 2731 2658 47 2611 82 2529 2499 1802 697 677 656 43 613 589 46 543 1775 390 523 378 358 322 1743 343 53 1400 1371 1339 370
internal_count=3121 2731 2658 47 2611 82 2529 2499 1802 697 677 656 43 613 589 46 543 1775 390 523 378 358 322 1743 343 53 1400 1371 1339 370
is_linear=0
shrinkage=0.1


Tree=9150
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 14 4 4 2 1 3 1 12 475 52 16 1 12 4 13 2 16 40 16 47 2 16 13 13
split_gain=8.70803 1.33574 0.847212 0.816394 0.569046 0.379464 0.323342 0.320591 0.319152 0.289018 0.252268 0.224124 0.146729 0.139896 0.118686 0.131977 0.125664 0.115922 0.113719 0.138293 0.1021 0.111983 0.101129 0.100627 0.0832006 0.0733506 0.0705249 0.0674816 0.0650661 0.0644955
threshold=0.10508500000000001 0.12408500000000001 1.0000000180025095e-35 0.087215000000000015 0.10045500000000002 0.17025000000000004 0.062655000000000016 0.40473500000000007 0.40945500000000007 0.14285500000000004 0.09253500000000002 0.30112000000000005 0.089770000000000016 0.087005000000000013 -0.06562999999999998 0.039215000000000007 0.51222500000000004 0.099400000000000002 0.09141500000000001 -0.51843499999999987 -1.0000000180025095e-35 0.10613000000000002 -0.024819999999999998 -0.0061149999999999998 -0.065229999999999996 0.08265500000000002 0.088930000000000023 -0.013024999999999998 0.00084500000000000016 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 6 8 12 -5 11 14 -4 23 18 25 -6 16 17 29 19 -1 -2 -22 -17 -3 -20 27 -21 -14 -23 -16
right_child=1 5 10 7 9 -7 -8 -9 -10 -11 -12 -13 13 -15 15 22 -18 -19 24 26 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078355195581806744 0.00030921676164514427 0.00030872362517713202 0.0005519988177496738 0.00057478405353499626 0.00063693646021675951 9.4713834499544065e-05 0.00074031586037820668 0.00035446934201115485 0.00021316106873882609 0.00037808802340305169 0.00034242490294322472 0.00018328922483638432 0.00037331414624940654 0.00059455111056570765 0.00052353550098770932 0.00061240915153641564 0.00058725616370705635 0.00033597616175207873 0.00061490823734711923 0.00063489794428201634 0.00051258557110084801 0.00039220535485161848 0.00049911761618099499 0.00045532963986690483 0.00055328436372165666 0.00058712431661833351 0.0005980052078371419 0.00052904609189021823 0.00026357860924427356 0.00041223746242611295
leaf_weight=22 131 27 34 123 58 54 79 32 132 39 63 22 23 258 87 116 52 20 201 886 23 54 41 54 145 21 257 20 21 26
leaf_count=22 131 27 34 123 58 54 79 32 132 39 63 22 23 258 87 116 52 20 201 886 23 54 41 54 145 21 257 20 21 26
internal_value=0 0.000343626 0.000595465 0.000419408 0.000602874 0.000242933 0.000617491 0.0005293 0.000276991 0.000539211 0.000415884 0.000358793 0.000612198 0.000574195 0.000554921 0.000541011 0.000505528 0.000473574 0.000620296 0.000629567 0.000345027 0.000392895 0.000582823 0.000406461 0.000589083 0.000492137 0.000626603 0.000445748 0.00035619 0.000497927
internal_weight=0 673 2448 384 2351 289 1912 155 235 439 97 103 1833 322 400 342 185 133 1511 1165 229 98 157 81 346 64 1143 43 75 113
internal_count=3121 673 2448 384 2351 289 1912 155 235 439 97 103 1833 322 400 342 185 133 1511 1165 229 98 157 81 346 64 1143 43 75 113
is_linear=0
shrinkage=0.00196078


Tree=9151
num_leaves=31
num_cat=0
split_feature=1 1 12 124 2 47 14 1 4 2 2 34 1 2 4 16 2 150 150 159 2 4 13 3 12 4 12 15 13 0
split_gain=9.46212 1.6066 0.964775 0.81897 0.51479 0.382866 0.356402 0.352023 0.294302 0.288198 0.22074 0.233945 0.18209 0.203977 0.18203 0.151342 0.115775 0.111449 0.1007 0.121921 0.134864 0.100112 0.0867341 0.0835771 0.0749476 0.0739018 0.0715129 0.0711916 0.06922 0.0647722
threshold=0.104035 0.12408500000000001 0.085055000000000006 -0.080389999999999989 0.099185000000000009 0.12958500000000003 0.062655000000000016 0.09253500000000002 0.27834500000000006 0.14285500000000004 0.14285500000000004 -0.038779999999999995 0.089770000000000016 0.085730000000000015 0.27834500000000006 -0.040964999999999994 -0.0091949999999999983 1.0000000180025095e-35 0.083095000000000016 0.076905000000000015 0.11474000000000002 -0.078439999999999996 -1.0000000180025095e-35 0.090900000000000009 0.083785000000000012 -0.03898999999999999 0.086505000000000012 -0.41942499999999994 -0.0025349999999999995 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 7 6 10 12 -1 25 17 11 -3 21 16 -13 -7 -14 -6 19 20 28 24 -16 26 -5 -4 -23 -12 -2 -20
right_child=1 5 8 4 9 15 -8 -9 -10 -11 27 14 13 -15 22 -17 -18 -19 29 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058547279617765491 0.00041981693409404169 0.00013187055554673592 0.00065164094872289472 0.00071200738560657029 0.00058776731876765984 0.00029301597845549272 0.00076852262794197381 0.0003426748370100631 0.00039404825061916787 0.00040316243172291234 0.00020852021097635457 0.00042279218227150064 0.00047088126998906044 0.00045051861192234934 0.00020449039635851102 0.00051559710120356161 0.00061910859686915994 0.00045517112422020908 0.00040202564816403679 0.00031759638994076507 0.0003478909714841375 0.00065184249700610459 0.00035316671349387116 0.00051507787523316401 0.00065094580357804026 0.00055621200244192009 0.00061408684581154083 9.9161453354872423e-05 0.00056991481648983942 0.00027845450201685428
leaf_weight=38 21 39 52 89 389 23 77 58 36 39 37 36 22 36 48 24 256 26 21 56 38 337 22 25 587 78 451 60 27 73
leaf_count=38 21 39 52 89 389 23 77 58 36 39 37 36 22 36 48 24 256 26 21 56 38 337 22 25 587 78 451 60 27 73
internal_value=0 0.00035624 0.000436404 0.000616273 0.000623573 0.000244731 0.000637884 0.000438782 0.000550937 0.000564316 0.000213279 0.000261715 0.000632304 0.000589394 0.000309488 0.000406674 0.000607378 0.00057946 0.000355842 0.000388797 0.000435159 0.000641353 0.000251217 0.000626693 0.000658985 0.000594384 0.000630234 0.000140876 0.000504247 0.000306061
internal_weight=0 691 402 2430 2334 289 1880 96 166 454 242 145 1803 314 106 47 278 415 236 142 86 1489 70 813 676 130 788 97 48 94
internal_count=3121 691 402 2430 2334 289 1880 96 166 454 242 145 1803 314 106 47 278 415 236 142 86 1489 70 813 676 130 788 97 48 94
is_linear=0
shrinkage=0.00196078


Tree=9152
num_leaves=31
num_cat=0
split_feature=1 97 52 52 2 1 96 133 2 42 1 147 149 1428 52 16 157 13 16 16 133 13 13 12 16 15 4 52 51 16
split_gain=0.106047 0.0273396 0.0251284 0.0361815 0.0247799 0.026612 0.0217252 0.0313173 0.0303975 0.0201433 0.0196553 0.0321324 0.020027 0.0188089 0.021992 0.0289624 0.0232185 0.0283193 0.0195828 0.0174241 0.0246465 0.0172896 0.0167056 0.0179304 0.0330886 0.0227664 0.0209014 0.0194089 0.0165535 0.0269737
threshold=0.11353000000000001 -0.0047149999999999996 -0.23375999999999997 -0.16675999999999999 0.097070000000000004 0.10984500000000001 0.087655000000000025 -0.24098999999999995 0.31358000000000003 0.090545000000000014 0.08592000000000001 0.087350000000000025 0.075040000000000009 0.08653000000000001 0.039215000000000007 0.51222500000000004 0.10977500000000003 0.10935500000000002 0.24134000000000003 0.058835000000000005 -0.038089999999999992 -0.088319999999999996 -0.074519999999999989 0.097825000000000009 -0.010264999999999998 -0.069954999999999989 -0.0083799999999999986 -0.061194999999999992 0.11144500000000002 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 5 10 7 -5 19 -2 12 -12 28 14 15 16 17 21 -16 20 -9 -6 -23 24 27 -25 -26 -24 -3 -30
right_child=2 4 3 6 13 -7 -8 8 -10 -11 11 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 22 23 25 26 -27 -28 -29 29 -31
leaf_value=0.00050891092178062536 0.0055400555504968871 0.0036688325919641651 -0.0028277624229667711 0.0049255511216220581 0.00085102945140245123 0.0070132528559216081 -0.00167240336391842 -0.0018799401908403354 -0.0018396407656837256 0.0018312437962777041 0.0030786740952793994 -0.00091164845618463698 0.0067022096964397607 0.0048395688856197969 0.0037398869349947864 0.0038671793958977956 -0.0014584008324891329 -0.00088682845506506667 0.00053782253540010151 0.0035159840415555825 0.0016926455293772354 0.0047308700049429071 0.0054175205295905471 0.006046410491510939 0.0015851179876144193 0.0022453662294719835 -0.0020537845588815226 0.002075570206752194 0.003523491938007859 -0.00081698554885489014
leaf_weight=36 27 1258 20 28 63 21 20 21 26 32 517 21 21 42 211 89 20 30 21 46 240 35 25 26 38 40 27 57 41 22
leaf_count=36 27 1258 20 28 63 21 20 21 26 32 517 21 21 42 211 89 20 30 21 46 240 35 25 26 38 40 27 57 41 22
internal_value=0 0.00324599 0.00160164 0.00131814 0.00328353 0.00347314 0.00153577 0.00171351 0.00144343 0.0035285 0.00343359 0.00292292 0.00363832 0.00278567 0.00265918 0.00225145 0.00185311 0.00204733 0.00345004 0.00172147 0.0014052 0.00233037 0.00270617 0.00237347 0.00175869 0.00374275 7.35739e-05 0.00309446 0.00358961 0.00200777
internal_weight=0 2661 460 401 2625 1901 381 361 333 59 1880 538 1342 724 682 450 361 341 232 307 261 311 248 213 147 66 65 82 1321 63
internal_count=3121 2661 460 401 2625 1901 381 361 333 59 1880 538 1342 724 682 450 361 341 232 307 261 311 248 213 147 66 65 82 1321 63
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 3 12 147 11 124 4 3 3 1443 401 4 4 2 2 41 43 132 30 2 10 400 4 52 12 15
split_gain=0.0858979 0.0224913 0.0231343 0.0225774 0.0211782 0.0205884 0.020205 0.0186396 0.0212224 0.0181844 0.0172659 0.0166318 0.0204523 0.0160772 0.0186242 0.0166599 0.0456661 0.0156149 0.0150169 0.0146627 0.0222455 0.0180595 0.0175764 0.0153667 0.0150477 0.0144427 0.0139669 0.0408338 0.0269194 0.0276628
threshold=0.11353000000000001 -1.0000000180025095e-35 0.081805000000000017 0.097070000000000004 -0.14454499999999995 0.31370500000000007 -0.42850999999999995 0.089365000000000014 0.080455000000000013 -0.085959999999999995 -0.04890499999999999 0.0022600000000000003 0.10893000000000001 0.090755000000000016 0.080710000000000018 -0.17966999999999997 -0.14098499999999997 0.091265000000000013 0.097605000000000011 0.090905000000000014 0.0061450000000000003 0.091275000000000009 0.088510000000000019 0.14753000000000002 -0.38124499999999995 -0.070649999999999991 -0.082769999999999982 0.10347000000000002 0.083815000000000014 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 11 10 -7 8 13 -1 -2 -5 -13 14 15 17 -17 -3 -6 20 21 22 23 -12 -25 -20 27 28 -18 -30
right_child=5 2 -4 4 18 6 -8 -9 -10 -11 19 12 -14 -15 -16 16 26 -19 25 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0027553544215334117 0.0038061728125045957 0.0058398904980351343 0.0057187629363033921 7.6210061393556055e-05 0.00038790411544377331 0.0021256760269513027 -0.00089089037495000418 0.00085347709828056397 0.005204324321393684 -0.0014578936377628929 0.0025863910110774171 0.0048456372412725946 0.00099542289028397299 0.00027558849309571091 0.0040182920411827522 -0.0018046112451702357 0.0063094358494574275 0.0026383598136890218 0.00022920736921064203 0.0041758001549169425 -0.0013594491081743466 -0.0012468666303902865 -0.00032005709945224229 0.0024905842740554364 -0.0012599282189393823 0.0029021178653256662 0.0028473663427489044 0.0079710608697496355 0.0043307111764858876 0.0022166318125614671
leaf_weight=20 38 39 30 61 27 34 64 36 49 21 182 22 37 20 207 20 27 25 21 20 27 20 32 20 23 541 1172 20 98 168
leaf_count=20 38 39 30 61 27 34 64 36 49 21 182 22 37 20 207 20 27 25 21 20 27 20 32 20 23 541 1172 20 98 168
internal_value=0 0.00292139 0.00295776 0.00292578 0.00244487 0.00144148 0.000155673 0.00310704 0.00315102 0.000597349 0.00178957 0.00123403 0.0024311 0.003095 0.00312675 0.00300912 0.00294193 0.00458929 0.00269157 0.00155305 0.0013805 0.00164757 0.00187282 0.0021847 0.000484496 0.00280224 0.00300585 0.0035993 0.00330088 0.0029955
internal_weight=0 2661 2620 2590 709 460 98 1881 1845 41 362 120 59 1796 1776 1569 1505 64 589 324 304 277 257 225 43 562 1485 313 293 266
internal_count=3121 2661 2620 2590 709 460 98 1881 1845 41 362 120 59 1796 1776 1569 1505 64 589 324 304 277 257 225 43 562 1485 313 293 266
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 4 0 14 47 0 12 3 3 52 1 4 160 43 3 4 3 0 2 0 3 4
split_gain=8.01242 0.886518 0.867268 0.657366 0.461128 0.439666 0.319914 0.22726 0.220023 0.216983 0.18552 0.136694 0.127872 0.118603 0.136954 0.118511 0.188831 0.123056 0.103049 0.108615 0.183687 0.102108 0.136433 0.0846518 0.12354 0.0945007 0.080228 0.0964166 0.0794378 0.0687654
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13604000000000002 0.08864000000000001 0.088105000000000003 0.090285000000000018 0.40473500000000007 0.033845000000000007 -0.17966999999999997 -0.23194499999999998 0.076175000000000007 0.081320000000000017 -0.097024999999999986 0.13597000000000004 0.31534000000000006 0.076840000000000006 0.048770000000000008 0.10124500000000002 0.0067750000000000006 -0.010514999999999998 -0.025214999999999998 0.30112000000000005 -0.059649999999999988 0.013900000000000001 0.056435000000000006 0.088745000000000004 -0.11242999999999999 -0.087909999999999988 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 10 21 11 -7 13 -6 -1 26 18 -8 -15 16 -5 -17 19 20 -11 -3 -23 25 -25 -12 -4 -28 -10 -2
right_child=1 3 6 15 9 7 8 -9 28 12 23 -13 -14 14 -16 17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00072010689400096623 0.00061650995449732894 0.00024674462131110442 0.00060571766779171383 0.00017426818788552774 0.00057280570984942329 0.0005035382344358776 0.00067438767126267341 0.00031002857844953107 0.00040038856289659934 0.00030570687420916658 0.0006278893690483242 0.00070546135363523926 0.0005034355290171479 0.00056555831430951198 0.00041798407482165916 5.5704262109322691e-05 0.00036166480416841327 0.0002217728148250412 0.00031694861468945179 0.00029804450835378547 0.00052779512078154325 0.00036838110147549487 0.00023966395635510872 0.00053249494171671579 0.00037591378169406773 0.00047602365134825388 0.00045758605118141789 0.00057939225036800126 0.00050874612431950621 0.00047294325993189114
leaf_weight=22 29 120 835 72 31 70 37 35 32 21 50 46 35 735 25 42 29 29 71 22 45 93 48 76 26 23 28 232 139 23
leaf_count=22 29 120 835 72 31 70 37 35 32 21 50 46 35 735 25 42 29 29 71 22 45 93 48 76 26 23 28 232 139 23
internal_value=0 0.000308533 0.000562272 0.000284903 0.00048113 0.000331889 0.000578508 0.000439035 0.000552289 0.000420481 0.0005504 0.000600751 0.00039614 0.000565982 0.000560704 0.000184922 0.000228075 0.000123535 0.000372522 0.000417359 0.000457131 0.000288784 0.000324562 0.000529065 0.000492582 0.000580041 0.000596352 0.000566275 0.000488469 0.000553009
internal_weight=0 590 2531 538 422 366 2109 105 968 225 197 1141 194 797 760 172 101 71 159 88 66 261 141 175 102 73 1095 260 171 52
internal_count=3121 590 2531 538 422 366 2109 105 968 225 197 1141 194 797 760 172 101 71 159 88 66 261 141 175 102 73 1095 260 171 52
is_linear=0
shrinkage=0.00196078


Tree=9155
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 1 50 2 2 14 133 13 160 0 15 49 4 1 1 0 2 4 1 42 0 12 4
split_gain=7.06029 1.08124 0.741065 0.552802 0.444822 0.33121 0.242942 0.186551 0.174557 0.169502 0.145936 0.17995 0.139568 0.129898 0.110461 0.132592 0.103986 0.202939 0.102511 0.0932231 0.21356 0.0982533 0.107475 0.0888659 0.0770311 0.0739705 0.0595384 0.128018 0.0572604 0.0718175
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.091265000000000013 0.40473500000000007 0.14122000000000004 0.09253500000000002 0.041865000000000006 -1.0000000180025095e-35 0.092235000000000025 0.062655000000000016 -1.0000000180025095e-35 -0.0034749999999999994 -1.0000000180025095e-35 -0.10607499999999999 -0.12255999999999999 -0.054984999999999992 -0.013514999999999998 0.089770000000000016 0.075045000000000014 -0.038659999999999993 0.17760500000000004 0.0082450000000000006 0.12873500000000002 0.084835000000000008 -0.065229999999999996 0.090285000000000018 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 12 18 19 -5 23 25 -12 16 -13 -15 -16 17 -1 -6 21 28 22 -7 -4 26 -3 -18 -28 29 -21
right_child=1 2 9 8 6 7 -8 -9 -10 -11 11 13 -14 14 15 -17 24 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00061941741773265883 0.00050694150821343294 0.00025125482921171147 0.00014165997207612994 0.00047688104594695665 0.00032602024547682674 0.00051032166050161325 0.000275359949400873 0.00035635853203620164 0.00030155116252119773 0.00025683439695854595 0.00044054125892181018 0.00013760474223721997 0.00062524843525087279 0.00023612499379796262 0.00044924240836067343 0.00028588154096022441 0.00055007963746459498 0.00041873045481925964 0.00048545058239722464 0.00058302039452953747 0.00032544696276443389 0.00056367169579544932 0.00041297355085206786 2.4167591206778111e-05 0.00046295514272164004 0.00014487140060056843 0.00052890386058021977 0.00037300629831718351 0.00046487904051000086 0.00048226050432390423
leaf_weight=26 76 47 55 34 20 270 47 41 61 30 25 27 62 98 26 72 702 76 69 43 36 105 52 45 55 54 568 21 204 74
leaf_count=26 76 47 55 34 20 270 47 41 61 30 25 27 62 98 26 72 702 76 69 43 36 105 52 45 55 54 568 21 204 74
internal_value=0 0.000286302 0.000259036 0.000510921 0.000294275 0.000516886 0.0003894 0.000485292 0.000364301 0.000127568 0.000257206 0.000282794 0.000534148 0.000265109 0.000282674 0.000329222 0.000530247 0.000469886 0.000449624 0.000492035 0.000468651 0.000511585 0.000494601 8.87884e-05 0.000534821 0.000194377 0.000537883 0.000523346 0.000484712 0.000519292
internal_weight=0 691 615 2430 485 2335 136 825 95 130 349 248 1510 223 196 98 1448 102 89 784 357 427 322 100 1346 101 1291 589 321 117
internal_count=3121 691 615 2430 485 2335 136 825 95 130 349 248 1510 223 196 98 1448 102 89 784 357 427 322 100 1346 101 1291 589 321 117
is_linear=0
shrinkage=0.00196078


Tree=9156
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 124 2 13 2 4 457 52 16 47 1 3 159 1 2 1 0 0 160 3 4 12
split_gain=4.44972 0.709851 0.465321 0.367519 0.271046 0.227981 0.158715 0.137692 0.136952 0.13341 0.0972289 0.095052 0.0836876 0.0868893 0.0775114 0.070927 0.0565989 0.0550208 0.0517009 0.0509393 0.0509133 0.098289 0.10775 0.0629319 0.0671285 0.0628323 0.049371 0.0489933 0.0468149 0.0475446
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.13082500000000002 -0.080389999999999989 0.11474000000000002 -0.13710499999999998 0.14838000000000004 0.42051500000000003 0.048635000000000005 -0.56176499999999996 0.11346000000000002 0.090100000000000013 0.091450000000000017 0.0022600000000000003 0.082585000000000006 0.086920000000000011 0.097845000000000015 0.084885000000000002 -0.072894999999999988 -0.14001499999999997 -0.072884999999999991 0.11658 -0.0070899999999999991 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 7 11 12 14 28 -1 13 -4 -5 -9 -7 19 -13 -3 21 25 -23 24 -22 -17 -15 -21 -6 -30
right_child=1 2 8 9 10 16 -8 15 -10 -11 -12 18 -14 26 -16 20 -18 -19 -20 27 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00051940709863807638 0.00039903153301340646 0.00016768113301046704 0.00021104476109160353 0.00016963901054032943 0.00043691872013296108 0.00020777030495384519 0.00024050807616874284 0.00046620199799102783 0.00024962635090138821 0.0003926910512170204 0.00022424922878172692 0.00042244940882001395 7.1570593106102135e-05 0.00019183788689011648 0.00030339641206715773 0.00049350397405671133 0.00034290180606319308 0.00028466436097897161 0.00038871863212361265 0.00029124179799651996 0.00043101198662235366 0.00020431003588087417 0.00036840490498077854 0.00051575227110993633 0.00032187111931396463 0.00038182903340399006 8.9984506897856939e-05 0.00019718135452944957 0.00038477009672442994 0.00027222365638702442
leaf_weight=36 76 106 55 36 23 26 22 43 37 28 26 1150 84 24 31 20 22 32 206 33 78 25 40 22 30 615 77 60 31 27
leaf_count=36 76 106 55 36 23 26 22 43 37 28 26 1150 84 24 31 20 22 32 206 33 78 25 40 22 30 615 77 60 31 27
internal_value=0 0.000220257 0.000198165 0.000398578 0.000246991 0.000403441 0.000406248 0.000407858 0.000138587 0.000279028 0.000328575 0.000419965 0.000121468 0.000148336 0.000231527 0.000388553 0.000269706 0.000209201 0.000417325 0.000197066 0.000384531 0.000377913 0.000305291 0.000420166 0.000400695 0.000385346 0.000114187 0.000230558 0.000362062 0.000332378
internal_weight=0 691 615 2430 338 2335 2287 2265 277 95 107 1392 240 156 67 873 48 231 1356 199 830 700 65 130 108 635 101 93 81 58
internal_count=3121 691 615 2430 338 2335 2287 2265 277 95 107 1392 240 156 67 873 48 231 1356 199 830 700 65 130 108 635 101 93 81 58
is_linear=0
shrinkage=0.00196078


Tree=9157
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 1 2 4 0 1 16 2 4 150 15 12 13 4 2 4 1 49 47 160 49 1 15 4
split_gain=14.8918 2.39042 1.52844 1.37549 0.799955 0.51383 0.50971 0.393352 0.385567 0.349052 0.261383 0.416505 0.251776 0.24285 0.229403 0.212979 0.207309 0.168331 0.151628 0.128657 0.137166 0.128402 0.127333 0.125561 0.114146 0.109746 0.109728 0.101049 0.0949266 0.0861612
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.40473500000000007 -0.10607499999999999 0.085345000000000018 -0.034884999999999992 0.17025000000000004 0.0082450000000000006 1.0000000180025095e-35 -0.097454999999999986 0.08815000000000002 -1.0000000180025095e-35 0.42642000000000008 0.13754500000000003 -0.0073899999999999999 0.089770000000000016 -0.078034999999999979 0.10350500000000001 -1.0000000180025095e-35 -0.067649999999999988 0.076935000000000017 -0.033689999999999991 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 13 10 -5 15 24 11 28 -7 19 17 27 -13 22 -2 20 -3 -20 29 -9 -4 -21 -18 -6 -1 -12
right_child=1 5 9 7 8 12 -8 23 -10 -11 14 16 -14 -15 -16 -17 26 -19 21 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083956192645819722 0.00037660128417756772 0.0004384526257324063 0.00077010993003715357 0.00069111879257594835 0.00069908009483500826 0.00033569582479605335 0.00093095441903391022 0.00051835991729670574 0.00051807955141769705 0.00048995145697000564 0.00093476380203284467 0.0007238188351765142 0.0005680206329376009 0.00011039726453605413 0.00068783364462389484 0.00053282695187488926 0.00059181867130831171 0.00076240142548897869 0.00061873846997817354 0.00032511529657778724 0.00023183464363954757 0.00044263571654359798 0.00067754122166851767 0.00034326563795284348 0.00064886558323995469 0.00019475159466011581 0.0003888844330660324 0.00077759275184477591 0.00070776884185517412 0.00080436367064668521
leaf_weight=47 131 30 72 34 284 47 79 31 48 32 20 22 29 46 104 26 20 780 20 36 21 78 30 32 51 80 21 81 38 751
leaf_count=47 131 30 72 34 284 47 79 31 48 32 20 22 29 46 104 26 20 780 20 36 21 78 30 32 51 80 21 81 38 751
internal_value=0 0.000420637 0.000522015 0.000749971 0.000759412 0.000285934 0.000776743 0.000521152 0.00068393 0.000672377 0.000770097 0.000691092 0.000424346 0.000236548 0.000777036 0.00070429 0.000570269 0.000782904 0.000420241 0.000271296 0.000353375 0.000478575 0.00080287 0.000429423 0.000719838 0.000235209 0.000487877 0.000716503 0.000780643 0.000807746
internal_weight=0 673 384 2448 2351 289 1912 97 439 155 1833 148 76 213 1685 391 63 1581 229 167 51 98 801 63 123 116 41 365 85 771
internal_count=3121 673 384 2448 2351 289 1912 97 439 155 1833 148 76 213 1685 391 63 1581 229 167 51 98 801 63 123 116 41 365 85 771
is_linear=0
shrinkage=0.00196078


Tree=9158
num_leaves=31
num_cat=0
split_feature=1 155 3 148 123 43 51 13 4 4 4 2 14 1 3 3 40 43 3 133 1446 2 52 159 16 0 4 0 1375 12
split_gain=0.193225 0.0479694 0.0323415 0.0284361 0.0294269 0.0264244 0.0284785 0.0261145 0.0266721 0.0464788 0.0251466 0.0235999 0.0229144 0.0228548 0.0200966 0.0453647 0.0198127 0.0203878 0.0192443 0.0207369 0.0186068 0.0184443 0.0163414 0.0408159 0.0460839 0.0177371 0.0424458 0.0309708 0.0177847 0.0161643
threshold=0.10312500000000001 0.084785000000000013 0.31370500000000007 -0.095079999999999984 0.085290000000000019 -0.24021999999999996 0.11144500000000002 0.054800000000000008 0.053925000000000008 -0.0073899999999999999 0.40124500000000002 0.10060500000000001 0.062655000000000016 0.13075500000000004 -0.10831999999999999 -0.16726499999999997 -0.063404999999999989 -0.072864999999999985 -0.0069549999999999994 0.11667000000000001 0.11581000000000001 0.10803500000000001 0.26521500000000003 -0.094234999999999985 -0.040964999999999994 -0.13027499999999997 0.061775000000000004 -0.14832499999999996 -1.0000000180025095e-35 -0.42850999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 -5 7 8 9 -7 11 12 20 -10 15 -13 17 -6 19 -16 22 -20 25 -24 -25 26 27 28 -1 -4
right_child=1 -3 29 4 16 6 -8 -9 13 -11 -12 14 -14 -15 18 -17 -18 -19 21 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00094962117727845916 -0.00099736600227299187 0.0049303650659380648 0.0024264434968271028 0.0065404557982798334 0.0012465070881207574 0.0028543835153686816 0.0051753152892285706 0.00045334855862397787 0.0044222731166341494 -0.0022464030887931587 0.0010801903833370572 0.0041864902063805075 0.0062291215106790119 0.001890697922469687 0.0048343854486922154 -0.0017837457708083093 -0.0014702219329774382 0.0046704763758250263 0.0039996403407909584 0.0027931721921684964 0.0075100082815403035 0.00063139444401744626 0.0047558059479065598 0.0034459422100917439 -0.0024330850387923424 0.004695198461730484 0.0064947155048890454 -0.0011626181999287969 0.0046688339811225893 -0.00021844902053357255
leaf_weight=20 21 78 35 22 83 80 51 47 131 23 22 35 85 49 237 20 20 22 37 63 21 29 105 40 20 1569 31 21 36 68
leaf_count=20 21 78 35 22 83 80 51 47 131 23 22 35 85 49 237 20 20 22 37 63 21 29 105 40 20 1569 31 21 36 68
internal_value=0 0.00258669 0.00230631 0.00261138 0.00275491 0.00317068 0.0029761 0.00263622 0.00299875 0.00171537 0.00444547 0.00447672 0.00462345 0.00373312 0.00379779 0.0020155 0.00141445 0.00196391 0.00406562 0.00440573 0.00455019 0.00251965 0.00451645 0.00356688 0.00148627 0.00460987 0.00337029 0.00211241 0.00334054 0.000680301
internal_weight=0 730 652 549 528 403 381 330 283 103 2391 2369 1948 180 421 55 125 105 366 300 1863 66 1842 165 60 1677 108 77 56 103
internal_count=3121 730 652 549 528 403 381 330 283 103 2391 2369 1948 180 421 55 125 105 366 300 1863 66 1842 165 60 1677 108 77 56 103
is_linear=0
shrinkage=0.1


Tree=9159
num_leaves=31
num_cat=0
split_feature=1 402 2 133 10 2 2 13 15 2 123 394 132 13 47 157 2 158 133 4 49 159 51 15 474 156 156 0 0 12
split_gain=0.156898 0.029599 0.0298941 0.0350114 0.0311172 0.0327526 0.0222149 0.0209204 0.0210225 0.0203816 0.0189238 0.0196175 0.0174918 0.0205541 0.0262786 0.022044 0.0199385 0.0158762 0.0243168 0.0174857 0.0197078 0.0179002 0.0174567 0.0186902 0.0171022 0.0174004 0.026358 0.0250933 0.0178674 0.0214632
threshold=0.10920500000000001 0.10052500000000002 0.13622000000000004 0.085635000000000003 0.094860000000000014 -0.080614999999999978 0.098630000000000009 -0.061684999999999997 -0.073184999999999986 -0.13033999999999998 0.08592000000000001 -0.08151499999999999 0.081465000000000024 -0.073839999999999975 0.12577000000000002 -0.097649999999999987 0.11362000000000001 0.07968500000000002 -0.54084999999999994 0.0061450000000000003 -0.15302999999999997 -0.092104999999999979 -0.016074999999999996 -1.0000000180025095e-35 -0.10160499999999999 0.088305000000000008 0.089950000000000016 -0.083554999999999977 -0.07929499999999999 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 9 -5 -9 -1 11 -8 13 16 15 -15 -7 18 -11 20 -20 -21 -23 -24 -22 28 -27 -28 -26 -30
right_child=1 -3 -4 7 -6 12 10 8 -10 17 -12 -13 -14 14 -16 -17 -18 -19 19 21 24 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.0017097107921394388 0.0073516711548325571 -0.0016935318184550852 0.0011394022078896997 0.0026577459383083299 -0.00035153399697843602 0.0039272418440171953 0.00045370158040896062 -0.0026715977299634533 0.0017614005040377378 0.0073487276698208665 0.00086756758973933763 0.003641931305048337 0.00047635856483663831 0.0019280279078520833 0.0011390690074966354 0.0056021038709689729 0.00090974839181302391 0.0049721619631962373 0.0072245340491645035 0.0056567072360353037 0.0067132462087708226 2.6833432705395602e-06 0.0024267768330426646 0.0055603280013504751 0.0043207289448984791 -0.00048520642129005868 0.0010313717441426385 0.0047219341857647852 0.0027408364670928726 0.0043227880337544109
leaf_weight=35 21 20 172 36 22 41 20 23 20 22 28 551 21 20 22 89 47 207 20 22 24 22 92 24 1051 20 27 58 181 163
leaf_count=35 21 20 172 36 22 41 20 23 20 22 28 551 21 20 22 89 47 207 20 22 24 22 92 24 1051 20 27 58 181 163
internal_value=0 0.0020834 0.00222486 0.0027406 0.0032602 0.00356464 0.00393902 0.000879242 -0.000609738 0.00410131 0.00340579 0.00353026 0.00323327 0.00349764 0.00429166 0.00492796 0.00231563 0.00414462 0.00404537 0.00400272 0.00410584 0.00300761 0.00258529 0.0030751 0.00406491 0.00402254 0.0027811 0.00354964 0.00411598 0.00349042
internal_weight=0 554 534 362 283 261 2567 79 43 1968 599 571 240 219 131 109 88 1933 1726 1704 1544 160 138 116 1524 1500 105 85 1395 344
internal_count=3121 554 534 362 283 261 2567 79 43 1968 599 571 240 219 131 109 88 1933 1726 1704 1544 160 138 116 1524 1500 105 85 1395 344
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 1 14 2 457 42 1 2 2 12 4 51 1 11 52 4 52 150 0 0 0 48 14 11
split_gain=3.6236 0.472574 0.391781 0.293447 0.273393 0.179041 0.132317 0.112583 0.111998 0.109009 0.119243 0.0871712 0.0656053 0.0711711 0.0781382 0.0580981 0.0591267 0.0561346 0.051613 0.0479054 0.0464757 0.0450147 0.0454217 0.0442746 0.0442718 0.098453 0.041259 0.055118 0.0402347 0.0397808
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.063814999999999997 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.09253500000000002 0.076975000000000002 0.14960000000000004 0.080930000000000016 -1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.087695000000000009 -0.51253999999999988 0.14780500000000005 0.15471500000000002 0.075910000000000019 -0.52606999999999993 0.061775000000000004 0.039215000000000007 0.10921500000000002 -0.065229999999999996 0.11070500000000001 -0.069954999999999976 0.10990500000000002 -0.46885499999999997 0.084110000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 8 28 11 -4 12 10 21 -5 15 14 -14 16 -1 26 -7 -10 -2 -6 -23 -18 -17 -26 27 -13 -3 -30
right_child=1 5 7 6 9 18 -8 -9 19 -11 -12 17 13 -15 -16 24 23 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00050510634832522452 0.00040508334678845579 0.00027560958967489351 0.00035039534304353312 0.00035811359154966588 0.00036044717532883621 0.00011579579654973985 0.00013097994889656682 0.00021492517618488529 0.00038578751094429697 0.00021050486606187546 0.00022924260742266287 0.00022882431600303066 0.00026696102687589872 0.00027216945720069549 0.00037724443034730482 0.00037932402851533474 0.00039989965825332473 0.00012909565373114289 2.9887530806928309e-05 0.00049325742142142931 0.00031195770077736997 0.00027493214882814206 0.00036341653390949971 0.00031912045603375893 0.00021911932087662509 0.00041134503651775564 0.00019309758213146032 0.00035459519434375927 0.00016262098013245039 0.00025720158061421326
leaf_weight=20 28 20 34 21 335 116 59 77 23 26 34 37 27 33 290 649 771 21 35 52 78 54 38 27 21 20 41 21 92 21
leaf_count=20 28 20 34 21 335 116 59 77 23 26 34 37 27 33 290 649 771 21 35 52 78 54 38 27 21 20 41 21 92 21
internal_value=0 0.00019969 0.000370328 0.000253151 0.000375552 0.000142088 0.000208946 0.000256421 0.000386013 0.000334032 0.000340998 0.00024157 0.000383015 0.00035883 0.000367851 0.000388628 0.000399806 0.000221175 9.58833e-05 0.0004603 0.000336557 0.000349897 0.00031148 0.000397167 0.000375376 0.000312888 0.000240707 0.000274362 0.000194546 0.000180198
internal_weight=0 590 2531 306 2420 284 200 111 1933 487 461 141 1858 350 317 1508 818 120 151 75 106 427 92 798 690 41 99 58 133 113
internal_count=3121 590 2531 306 2420 284 200 111 1933 487 461 141 1858 350 317 1508 818 120 151 75 106 427 92 798 690 41 99 58 133 113
is_linear=0
shrinkage=0.00196078


Tree=9161
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 0 15 1 4 2 150 4 2 4 0 3 3 133 130 13 160 52 49 131 10
split_gain=8.60578 1.36629 0.837459 0.690495 0.640339 0.447664 0.330456 0.27629 0.256239 0.230672 0.19271 0.253175 0.198768 0.183454 0.146014 0.1434 0.11623 0.101771 0.0948601 0.11036 0.105855 0.0917429 0.075251 0.0922072 0.103557 0.119696 0.0731617 0.0648597 0.062524 0.0592335
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.099515000000000006 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.092845000000000025 -0.10607499999999999 -0.10469999999999999 0.083345000000000016 0.0061450000000000003 0.17025000000000004 1.0000000180025095e-35 0.40124500000000002 0.14122000000000004 -0.55119499999999988 -0.079119999999999982 -0.12711499999999995 -0.13309499999999996 0.089200000000000015 -0.076894999999999977 -0.0034749999999999994 -0.061914999999999991 -0.046924999999999988 -0.069799999999999987 0.09031500000000002 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 17 7 -6 10 15 -5 11 -1 -13 18 16 21 26 22 -12 -20 -21 -7 23 -3 -25 -26 -4 -14 -2 -16
right_child=1 2 14 9 6 8 -8 -9 -10 -11 13 12 27 -15 29 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00062845655169476919 0.00061282051049646924 0.00019576135508315949 0.00021545493205742198 0.00053074895846003502 0.00052690711616061689 0.00061624264491840983 0.00030808282773539075 0.00070693308777791924 0.00037488109266919017 0.00033389857440602546 0.00072558081298800925 0.00056089369799284367 0.0004592218778283732 0.00051625580647028017 0.00014184377360875941 0.00040180417504428995 0.00017160957010151388 0.00018209036394593216 0.00060566367312345291 0.00046302933721763381 0.00057748663361937061 0.0005339764883751677 0.000217301379341413 0.00028808698173885965 0.00051003818929779758 0.00033857077745667988 0.00038316989080140404 0.00032001423957574447 0.0004923166597590727 4.0838178635264436e-06
leaf_weight=51 49 23 20 37 83 62 39 76 41 60 22 40 22 114 30 28 87 31 1143 34 360 327 36 118 20 72 20 31 25 20
leaf_count=51 49 23 20 37 83 62 39 76 41 60 22 40 22 114 30 28 87 31 1143 34 360 327 36 118 20 72 20 31 25 20
internal_value=0 0.000320753 0.0002897 0.000571109 0.000337182 0.000577798 0.000456955 0.000591107 0.00052279 0.000408986 0.000586262 0.000517433 0.000456549 0.000592186 0.000176494 0.000537333 0.000211831 0.000288474 0.000597739 0.000595909 0.00056761 0.000547088 0.000300734 0.000313625 0.000326534 0.000375846 0.000299312 0.000377799 0.00057211 8.67398e-05
internal_weight=0 673 599 2448 422 2351 122 1893 458 97 1817 144 93 1673 177 417 127 300 1559 1537 394 389 269 233 210 92 40 53 74 50
internal_count=3121 673 599 2448 422 2351 122 1893 458 97 1817 144 93 1673 177 417 127 300 1559 1537 394 389 269 233 210 92 40 53 74 50
is_linear=0
shrinkage=0.00196078


Tree=9162
num_leaves=31
num_cat=0
split_feature=1 52 3 148 4 2 123 43 51 149 2 2 156 3 4 4 40 16 0 16 15 43 374 0 13 11 16 0 12 52
split_gain=0.183207 0.048435 0.0283292 0.024157 0.0232752 0.0222069 0.0220565 0.0227473 0.0261669 0.0260967 0.0222442 0.0315605 0.0367459 0.0175934 0.0214354 0.0182916 0.01746 0.0170866 0.0165586 0.0230857 0.0211514 0.0156088 0.018932 0.0151584 0.0146702 0.0157151 0.0154788 0.0320125 0.0277221 0.0249653
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 -0.095079999999999984 0.40124500000000002 0.14285500000000004 0.085290000000000019 -0.24021999999999996 0.11144500000000002 0.077335000000000015 -1.0000000180025095e-35 0.11682500000000001 0.083635000000000015 0.090900000000000009 -0.031404999999999995 0.0049200000000000008 -0.063404999999999989 -0.08231999999999999 -0.10474999999999998 -0.25582999999999995 -0.40580499999999992 -0.072864999999999985 0.086450000000000013 -0.099059999999999995 -0.14819499999999997 0.077695000000000014 0.042200000000000008 0.051010000000000007 0.10227500000000002 -0.14488499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 13 7 -5 9 10 -9 -12 17 24 -15 -16 21 23 19 -4 -20 22 -8 -13 25 -1 27 29 -28 -26
right_child=1 2 18 6 -6 -7 16 8 -10 -11 11 12 -14 14 15 -17 -18 -19 20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0042496673722306026 0.0046717583737032938 -0.00083913614618636313 0.00027699784194636676 0.0061228310621200682 0.0010719378140162338 0.0019731335604611117 0.0022653152817180785 0.00035892986727632445 0.0049362843610579153 0.0056422036936661854 0.0035773048732398367 0.0025964987601318789 0.0050404121377505369 0.0043056037139415698 -0.00074787107529118669 0.0032117369530689239 -0.0012236296533956192 -0.0022860453277826309 0.0016032760197828924 0.0044490317215344737 -0.0027016766156157247 0.0043708463241769512 -0.0010729339576083358 -0.00071305965527426458 0.006476789278867863 0.0078381061142023933 0.004117901308741556 0.0012892771058250218 0.0013364604421076366 0.0045083920669946658
leaf_weight=23 90 21 36 22 22 39 65 53 50 24 141 31 20 70 20 28 20 20 21 21 25 22 23 25 67 26 344 30 40 1682
leaf_count=23 90 21 36 22 22 39 65 53 50 24 141 31 20 70 20 28 20 20 21 21 25 22 23 25 67 26 344 30 40 1682
internal_value=0 0.00249962 0.00219417 0.00248554 0.00430957 0.00433964 0.00262085 0.00300027 0.00281155 0.00247321 0.00221095 0.00262512 0.00122659 0.00437925 0.00318952 0.0015619 0.00149426 0.000222948 0.000675034 0.00181406 -0.000736372 0.00198842 0.00139282 0.00111902 0.00444272 0.00615374 0.00440396 0.00452824 0.00382817 0.0045838
internal_weight=0 730 640 537 2391 2369 516 386 364 314 290 237 96 2330 118 48 130 76 103 57 46 110 88 56 2212 49 2163 1779 384 1749
internal_count=3121 730 640 537 2391 2369 516 386 364 314 290 237 96 2330 118 48 130 76 103 57 46 110 88 56 2212 49 2163 1779 384 1749
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=31
num_cat=0
split_feature=1 155 11 105 51 159 48 0 13 133 14 9 4 16 474 16 4 1 47 2 2 3 16 51 43 4 51 11 16 1213
split_gain=0.148806 0.041889 0.0253848 0.035554 0.0244465 0.022553 0.0251609 0.0215407 0.0209151 0.0252954 0.0251087 0.0207545 0.0200259 0.019869 0.0181953 0.0168343 0.01839 0.0208599 0.0400895 0.019141 0.0174923 0.0159121 0.0149017 0.0147277 0.0140924 0.025701 0.024087 0.0211618 0.0250407 0.0266259
threshold=0.10124500000000002 0.084785000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.41109999999999997 -0.43709499999999996 0.15372000000000002 0.22582000000000002 -0.0044799999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097950000000000023 0.024790000000000003 -0.42170999999999997 0.096510000000000012 -0.56967999999999985 0.042705000000000007 0.083345000000000016 0.084210000000000021 0.13913500000000004 0.090175000000000019 -0.014944999999999998 -0.44310499999999992 -0.047599999999999996 -0.0019149999999999998 -0.52556499999999995 0.081440000000000026 0.074925000000000005 -0.081779999999999978 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 -6 8 15 11 -10 -11 14 -12 -14 21 -1 19 20 -19 24 -18 -7 -22 -3 -17 -26 27 28 29 -27
right_child=1 23 3 -5 5 6 -8 -9 9 10 12 -13 13 -15 -16 16 17 18 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0067403824379046757 -0.0014815393346361816 0.0033235157099129123 0.0044975081159783579 0.0061834359674581459 0.0049211589720748045 0.0027648951730548615 -0.0014419206456902126 0.00062598155345767743 0.00022792536005403641 0.0057205466057864895 0.004561378852170157 -0.0016620581447828694 0.0028513519356137195 -2.5932823579447968e-05 -0.0010681615405095121 0.004217816978948216 0.0062137563186495208 -0.0018896349203053186 0.0034490751511512853 0.00092978516709990805 0.0045603185542859139 0.0012490440805749052 0.0027931802185867127 0.0059710546930813622 0.0069957597953775388 0.0040543940589234098 0.002125478597884564 0.0065296893413351086 0.0030771370452280298 0.0074245950505948191
leaf_weight=21 20 55 37 21 23 108 24 20 36 31 38 21 72 36 24 1364 23 22 39 20 68 193 160 34 22 144 103 27 287 28
leaf_count=21 20 55 37 21 23 108 24 20 36 31 38 21 72 36 24 1364 23 22 39 20 68 193 160 34 22 144 103 27 287 28
internal_value=0 0.00229417 0.00202863 0.00213436 0.00200212 0.00184976 0.00172859 0.00389379 0.00186471 0.00264431 0.00313578 0.00138478 0.00258696 0.00189226 0.00158166 0.00392187 0.00389621 0.00318227 0.00152364 0.00400786 0.00358537 0.00179294 0.00332022 0.00433494 0.00403904 0.00363992 0.00351458 0.00380897 0.00364893 0.00460303
internal_weight=0 773 684 664 643 606 583 2348 559 213 177 346 146 108 325 2328 2307 312 61 1995 251 301 228 89 1975 611 589 486 459 172
internal_count=3121 773 684 664 643 606 583 2348 559 213 177 346 146 108 325 2328 2307 312 61 1995 251 301 228 89 1975 611 589 486 459 172
is_linear=0
shrinkage=0.1


Tree=9164
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 2 4 4 14 1 11 1 4 47 50 4 43 15 39 3 16 43 16 4 51 1
split_gain=6.00395 0.928587 0.562143 0.557038 0.358831 0.320227 0.222712 0.172443 0.161452 0.150942 0.191716 0.140443 0.119714 0.0768759 0.0696771 0.0977605 0.134668 0.0626617 0.0607249 0.0498986 0.0492341 0.0486732 0.0579688 0.047967 0.0474114 0.0473172 0.0463718 0.0433579 0.0419571 0.0477109
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.077845000000000011 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.062655000000000016 0.091450000000000017 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.090100000000000013 0.086295000000000011 -0.036839999999999991 -0.080324999999999994 -0.41942499999999994 0.093755000000000019 -0.017889999999999996 0.11346000000000002 -0.14792499999999997 0.27776000000000006 -0.0070899999999999991 -0.085989999999999997 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 17 6 7 12 -5 10 -4 27 13 -1 15 26 -17 28 21 -2 -10 -11 -23 -12 -7 -16 -9 -6 -3 -30
right_child=1 2 9 8 11 24 -8 14 20 18 23 -13 -14 -15 25 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00048679792100669389 0.00049622790656642969 0.00014038883878412839 0.00028155205785213158 0.00044121606176306886 0.0004983947321035169 0.00025006539018355528 0.00028811438083943671 0.00045663385688351116 0.00029886124852825612 0.00013796837395187519 0.00020563806252789173 0.00026717090810302133 0.0005706312017866289 0.00044593597879680262 0.00042182008599311139 0.00046945334221719029 0.0002858254079940066 0.00031472949890931157 0.0001957256224611525 0.00038672792573088134 0.00018572618267007597 -9.535804993527777e-06 0.0001195175769736471 0.00011335835909118774 0.00037374380575874803 0.00052908293955089688 0.00041437029920200438 0.00039222549398740134 0.00025088941957816428 0.00017365405693675186
leaf_weight=1127 48 22 63 28 21 26 26 619 50 35 32 32 59 210 21 28 34 32 22 24 21 32 23 67 22 64 119 50 123 41
leaf_count=1127 48 22 63 28 21 26 26 619 50 35 32 32 59 210 21 28 34 32 22 24 21 32 23 67 22 64 119 50 123 41
internal_value=0 0.000249413 0.000223963 0.000459208 0.000279645 0.000465265 0.000468563 0.00047062 0.000315125 0.000158729 0.000196995 0.00037502 0.000484194 0.00048038 0.000449208 0.000443536 0.000368754 0.000234583 0.00010338 0.000459728 0.000265399 8.08072e-05 4.4432e-05 0.000143186 0.000306751 0.000502583 0.000449819 0.000423628 0.000220794 0.000231581
internal_weight=0 667 595 2454 321 2355 2307 2281 99 274 162 103 1396 1337 885 800 62 218 112 72 71 90 55 99 48 85 738 71 186 164
internal_count=3121 667 595 2454 321 2355 2307 2281 99 274 162 103 1396 1337 885 800 62 218 112 72 71 90 55 99 48 85 738 71 186 164
is_linear=0
shrinkage=0.00196078


Tree=9165
num_leaves=31
num_cat=0
split_feature=1 52 1 16 1 4 0 2 42 2 148 12 12 12 43 2 123 14 13 1210 3 480 4 51 42 12 133 16 52 133
split_gain=0.147346 0.0264622 0.0353575 0.0476802 0.0217946 0.0246021 0.0256687 0.0247239 0.0219185 0.0179356 0.0175554 0.0222795 0.0366962 0.0265657 0.0174141 0.0359472 0.0234348 0.0221318 0.0213863 0.0168656 0.0166302 0.0161202 0.0361674 0.0157342 0.0145437 0.0141065 0.0136768 0.0132785 0.0259216 0.0309622
threshold=0.10920500000000001 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 0.091195000000000012 -0.16363499999999997 -0.067094999999999988 0.08647500000000001 0.11457500000000002 0.14285500000000004 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.089410000000000003 -0.053764999999999993 0.11362000000000001 0.10695000000000002 -0.072219999999999993 -0.010739999999999998 -0.42132499999999995 0.11924500000000002 -0.080264999999999989 -0.023539999999999995 -0.047599999999999996 0.090545000000000014 0.095565000000000011 0.085355000000000014 0.19444000000000003 -0.19683499999999995 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 24 10 -4 9 23 7 8 -7 19 20 12 13 14 18 -16 17 -17 -12 -1 -3 22 -21 25 -2 -6 -8 28 29 -23
right_child=1 2 3 -5 5 6 26 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.006856180915492587 0.0051981388681775174 -0.0018506518766199323 0.0019590334380045534 -0.0045917084391112438 0.0049535096132833712 0.0041202692198567094 -0.00069981260790622662 0.0020940017692790956 0.0010438967809582561 0.0018015186768025162 0.0018541250318230597 0.0048651044032183184 -0.0017943798622582108 0.0043324125581420958 0.0049835658038897565 0.0043726574929143468 -0.0014709990790288431 0.0013093902510227999 -0.0010533399337578592 0.0088604761598010864 0.0021336006699129938 0.0088247920333136189 0.0033271336755542843 0.0064627386855136137 0.0023141347770647639 0.0018949449127539993 0.0025181538159959019 0.0031949240079750677 0.0039222897777765036 0.0038883581688558613
leaf_weight=20 36 22 25 20 38 212 28 136 26 39 80 29 24 52 44 34 20 77 37 21 20 24 27 32 34 25 25 239 1648 27
leaf_count=20 36 22 25 20 38 212 28 136 26 39 80 29 24 52 44 34 20 77 37 21 20 24 27 32 34 25 25 239 1648 27
internal_value=0 0.00198001 0.00171718 -0.000952407 0.00377826 0.00320153 0.00287771 0.00316958 0.00378419 0.00392547 0.00199083 0.00219651 0.00198621 0.00224998 0.00187913 0.00251057 0.00167995 0.00224769 0.00093467 0.00396676 4.66112e-05 0.00393767 0.00574797 0.004657 0.00379734 0.00373979 0.000818096 0.00389283 0.003991 0.00621139
internal_weight=0 554 484 45 2567 522 427 374 238 2045 439 397 368 344 292 175 131 111 117 2006 42 1986 48 95 70 63 53 1938 1699 51
internal_count=3121 554 484 45 2567 522 427 374 238 2045 439 397 368 344 292 175 131 111 117 2006 42 1986 48 95 70 63 53 1938 1699 51
is_linear=0
shrinkage=0.1


Tree=9166
num_leaves=31
num_cat=0
split_feature=1 31 2 4 97 44 12 4 474 3 0 49 150 150 0 2 43 41 0 0 0 2 2 4 15 0 12 1 43 43
split_gain=0.11935 0.0234341 0.0273026 0.0278584 0.0219471 0.0202718 0.0237756 0.0264467 0.0351873 0.0237067 0.0214319 0.0255388 0.0298721 0.0196066 0.0249577 0.017653 0.0174094 0.0173968 0.0185252 0.0294248 0.0221527 0.01665 0.0151377 0.01462 0.0240043 0.013539 0.013318 0.0294256 0.0264956 0.0217604
threshold=0.10920500000000001 -0.018414999999999997 0.11411 -0.036839999999999991 -0.079444999999999988 1.0000000180025095e-35 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.11924500000000002 -0.071924999999999989 0.09858500000000002 0.10980500000000001 0.091105000000000005 0.024095000000000002 0.080205000000000012 -0.072864999999999985 0.088820000000000024 -0.10474999999999998 -0.081894999999999982 -0.070889999999999995 0.10672500000000001 -0.0091949999999999983 0.50500500000000004 -0.41942499999999994 -0.13843999999999998 0.087695000000000009 0.089875000000000024 0.08845500000000002 0.042785000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 7 -1 9 10 11 12 15 14 16 22 -5 18 25 -20 -21 -12 -9 -22 -25 -4 27 28 29 -8
right_child=1 2 17 13 -6 -7 26 8 -10 -11 21 -13 -14 -15 -16 -17 -18 -19 19 20 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0042127144751915088 0.0015569625580610592 0.0059518478817363546 0.0016384311958972831 0.0020869773463346067 -0.0024434255366031724 0.0059016207429522186 0.0039428154805099605 0.0038126562448451296 -0.0017847567776334472 -0.00062744693502529789 -0.00022512897723228547 -5.0776820287203671e-05 0.00019943572309178613 -0.00050271495711058385 -0.00021863015692519109 0.0034417894356059131 0.0043861990113589558 0.004093973088840192 -0.0026572633907198905 0.0037012069468171553 0.0014674348189384291 0.003300284159680208 0.0076567757298194239 0.00097426312975585456 -0.0034982735553057867 0.0044643244002058749 0.0033174546288302327 0.00023644765076989479 0.0070225657722740274 0.0010987368279269762
leaf_weight=90 32 26 88 60 24 32 686 20 20 22 37 22 24 20 23 151 73 22 25 26 64 21 21 30 20 21 1344 22 27 28
leaf_count=90 32 26 88 60 24 32 686 20 20 22 37 22 24 20 23 151 73 22 25 26 64 21 21 30 20 21 1344 22 27 28
internal_value=0 0.00178201 0.00200011 0.00289642 -0.000157489 0.00340043 0.00336886 0.00268936 0.00228373 0.00253961 0.002775 0.00319506 0.00352566 0.00244505 0.00282297 0.00394144 0.00334896 0.00138844 0.00117121 0.000502897 0.00106721 0.00105131 0.0057816 0.000466476 -0.000814752 0.00218287 0.00350688 0.00384056 0.00394756 0.00383128
internal_weight=0 554 498 202 56 2567 2535 428 338 318 296 238 216 176 156 192 133 296 274 165 140 58 41 114 50 109 2107 763 741 714
internal_count=3121 554 498 202 56 2567 2535 428 338 318 296 238 216 176 156 192 133 296 274 165 140 58 41 114 50 109 2107 763 741 714
is_linear=0
shrinkage=0.1


Tree=9167
num_leaves=31
num_cat=0
split_feature=1 402 2 133 10 2 13 44 12 4 474 3 0 49 150 15 0 1 43 2 15 402 402 15 133 13 43 13 402 0
split_gain=0.0966736 0.0213618 0.0184361 0.0258801 0.0210772 0.0260654 0.0175689 0.0164201 0.0192582 0.0214218 0.0285017 0.0192024 0.0173599 0.0206864 0.0241964 0.0146677 0.025904 0.0200425 0.0143944 0.014299 0.0135929 0.0130669 0.0252546 0.01619 0.027119 0.0277015 0.025309 0.0221616 0.0153719 0.0304893
threshold=0.10920500000000001 0.10052500000000002 0.13622000000000004 0.085635000000000003 0.094860000000000014 -0.080614999999999978 -0.061684999999999997 1.0000000180025095e-35 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.11924500000000002 -0.071924999999999989 0.09858500000000002 0.10980500000000001 -0.045854999999999993 -0.10474999999999998 0.14173500000000003 -0.082144999999999982 0.080205000000000012 -0.073184999999999986 0.08865000000000002 0.10842 0.084840000000000013 -0.071719999999999992 -0.085744999999999988 -0.0037449999999999996 -0.052719999999999996 0.083170000000000008 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -5 8 9 -1 11 12 13 14 19 16 -4 -18 -14 -11 -8 28 -23 -24 26 -26 -25 -27 -10 -30
right_child=1 -3 15 6 -6 -7 20 -9 21 10 -12 -13 18 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 25 27 -28 -29 29 -31
leaf_value=0.0037914430406979388 0.0062046688781785117 -0.0016048192235757599 0.0039352161359662808 0.0021585065308803073 -0.00039676542695484717 0.0025306844334894172 -0.0024937846799097632 0.0053114586633455476 0.0031132961479937837 0.005203435815325598 -0.0016062811040319501 -0.0005647023441269994 0.0022697588743861106 -4.5699109349780801e-05 0.00017949223207930725 -0.00095545427607638496 0.0016258863803923834 -0.0012340195602614824 -0.00092888450017198927 0.0030976104744346138 0.001070821201428771 0.0050558985904836573 0.001162435872053417 0.0080531190786998549 -0.00077064508572220801 0.0062157967593520881 0.0032514723593877813 0.0019461671498814418 0.0032836474936630113 -0.0016935548046603799
leaf_weight=90 21 20 30 36 22 240 23 32 1803 41 20 22 34 22 24 35 69 38 24 151 20 101 36 21 20 20 23 31 32 20
leaf_count=90 21 20 30 36 22 240 23 32 1803 41 20 22 34 22 24 35 69 38 24 151 20 101 36 21 20 20 23 31 32 20
internal_value=0 0.00160381 0.00172399 0.002129 0.00257574 0.00282629 0.000528679 0.00306039 0.00303197 0.00242042 0.00205536 0.00228565 0.0024975 0.00287556 0.00317309 0.000871564 0.00133832 0.000610219 0.000946182 0.00354729 -0.000835828 0.0031562 0.00383185 0.00301312 0.00359247 0.00238358 0.00554317 0.00362053 0.00306441 0.00136934
internal_weight=0 554 534 362 283 261 79 2567 2535 428 338 318 296 238 216 172 137 107 58 192 43 2107 252 151 115 71 44 51 1855 52
internal_count=3121 554 534 362 283 261 79 2567 2535 428 338 318 296 238 216 172 137 107 58 192 43 2107 252 151 115 71 44 51 1855 52
is_linear=0
shrinkage=0.1


Tree=9168
num_leaves=31
num_cat=0
split_feature=1 1 155 16 4 147 155 1426 402 402 2 129 13 13 474 1446 3 1454 14 0 52 0 15 11 1454 483 484 1212 1212 3
split_gain=0.0783056 0.0192156 0.0160323 0.0152945 0.0179016 0.0204151 0.0221681 0.0151986 0.0145128 0.020624 0.0192017 0.0184741 0.0177954 0.0176339 0.0190447 0.0270141 0.0160292 0.0152097 0.0170223 0.026618 0.0278444 0.0197021 0.016851 0.0168142 0.0149611 0.0206662 0.0203344 0.0145227 0.0266504 0.0272627
threshold=0.10920500000000001 0.16773500000000005 0.10158500000000002 -0.56967999999999985 0.024790000000000003 0.088610000000000008 0.099270000000000011 0.069770000000000013 0.090595000000000023 0.10265000000000002 0.12358500000000001 -1.0000000180025095e-35 0.18141000000000002 0.10002500000000002 0.10523500000000001 0.11483500000000001 -0.082284999999999983 0.10333500000000001 0.076975000000000002 -0.11173999999999999 -0.067494999999999986 -0.14832499999999996 -0.03241999999999999 0.077415000000000012 0.083800000000000013 -0.096724999999999992 -0.18210999999999997 -0.040879999999999993 0.12349500000000001 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 6 -6 8 10 -10 11 -5 13 14 15 17 -16 18 19 20 21 -13 -22 -20 25 26 -21 -11 29 -29
right_child=1 -3 -4 4 5 -7 -8 -9 9 27 -12 12 -14 -15 16 -17 -18 -19 23 24 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.005442005528935364 0.0014490832584949283 -0.0013863656352243751 0.0041483752545267948 -5.4207328028733968e-05 0.0025259015967479042 -0.00018591229670814107 -0.00089717169990763076 0.0050105108817660952 0.0055310366929254753 0.0042502621190550812 -0.0002090410879728469 0.0038868478809793794 0.0042659955211219536 0.0010469849638563269 0.0063637134416408281 -0.00046648804205827996 0.002884949940758256 0.0048445753786446792 0.0027241045622213283 0.002936431086246475 0.0010980969050987846 0.00044510071246146128 -0.002957741465652362 0.0068246185826137664 0.00078494062527170174 0.0027825818797932332 0.0073421238129958519 0.0037805633991956711 0.0053875501571879307 -9.4256771262735128e-05
leaf_weight=21 508 23 23 23 350 35 20 32 44 65 22 39 79 60 27 26 26 35 20 22 21 29 20 20 36 1377 20 30 22 46
leaf_count=21 508 23 23 23 350 35 20 32 44 65 22 39 79 60 27 26 26 35 20 22 21 29 20 20 36 1377 20 30 22 46
internal_value=0 0.00144343 0.001566 0.00275435 0.00273218 0.00212251 0.00234087 0.00284751 0.00281469 0.00360985 0.00272815 0.00276252 0.00279741 0.00273215 0.00279101 0.00273161 0.00465715 0.00278234 0.00273734 0.00268524 0.00117798 0.00241904 -0.000880361 0.00477436 0.00279816 0.00284923 0.00503438 0.00309125 0.00232252 0.00143528
internal_weight=0 554 531 2567 2546 405 370 2141 2109 207 1902 1880 1857 1778 1718 1665 53 1639 1604 1564 109 68 41 40 1455 1419 42 163 98 76
internal_count=3121 554 531 2567 2546 405 370 2141 2109 207 1902 1880 1857 1778 1718 1665 53 1639 1604 1564 109 68 41 40 1455 1419 42 163 98 76
is_linear=0
shrinkage=0.1


Tree=9169
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 1 14 43 2 4 1 0 2 12 4 2 475 150 52 1 157 39 15 0 4 4 1 16 4
split_gain=7.55603 0.955344 0.924745 0.538055 0.434288 0.312569 0.247484 0.244489 0.213395 0.201129 0.234419 0.15626 0.149174 0.167267 0.129635 0.166007 0.128738 0.124896 0.117802 0.102758 0.0945653 0.0922228 0.0889867 0.0852499 0.0992621 0.103795 0.0750037 0.0732785 0.065444 0.0639732
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.31534000000000006 0.09253500000000002 0.076175000000000007 -0.025214999999999998 0.14122000000000004 0.36766000000000004 0.089770000000000016 -0.095504999999999993 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 0.11177500000000001 -0.066784999999999983 0.084120000000000014 0.048770000000000008 0.122715 -0.069619999999999987 0.096625000000000016 -0.15914499999999995 -0.11173999999999999 0.022185000000000003 -0.011209999999999999 0.104035 -0.008904999999999998 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 20 8 -4 11 22 10 17 14 18 -14 15 -1 -10 -5 -13 -7 -2 -16 -3 -17 25 -25 -18 -19 -28 -23
right_child=1 5 6 9 -6 19 -8 -9 16 -11 -12 12 13 -15 21 23 26 27 -20 -21 -22 29 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00074152337808872505 0.00051669867490584367 0.00025282520951622396 0.00050045928371062604 0.00058750023951511209 0.00028944515570897999 8.4149071083016152e-05 0.00029960553599832194 0.00066709637770921118 0.00041564650292325224 0.00035448265241905296 0.00033896019304889482 0.00049139609329614941 0.0003637699866850002 0.0005499070918243839 0.000403658316638512 0.00067098888790660227 0.00038746917527335002 0.00050301592595093246 0.00031566845166784133 0.00022035021608267862 0.00038663180767885329 0.00055292781971319331 0.00015855769154613091 0.00041977082900911654 0.00057157600807244534 0.00056972606817751409 0.00029254367572239984 0.00038606193872855945 0.00017449545655764785 0.00048793519759873625
leaf_weight=22 83 99 34 68 74 57 77 77 39 41 33 44 20 258 21 31 22 323 22 34 29 249 63 35 1042 36 65 22 25 76
leaf_count=22 83 99 34 68 74 57 77 77 39 41 33 44 20 258 21 31 22 323 22 34 29 249 63 35 1042 36 65 22 25 76
internal_value=0 0.000289723 0.000536129 0.000544156 0.000406007 0.000236187 0.000361128 0.000558832 0.000265595 0.000485908 0.000497989 0.00055434 0.000516621 0.000536516 0.000562922 0.000572812 0.000318624 0.000510696 0.00043282 0.000135037 0.000483021 0.000529592 0.000216166 0.000569567 0.000566742 0.000495804 0.00028484 0.000495558 0.000259753 0.00053773
internal_weight=0 590 2531 2420 186 404 111 1933 313 487 446 1856 344 278 1512 1166 151 413 66 91 112 346 162 1144 1113 71 112 345 90 325
internal_count=3121 590 2531 2420 186 404 111 1933 313 487 446 1856 344 278 1512 1166 151 413 66 91 112 346 162 1144 1113 71 112 345 90 325
is_linear=0
shrinkage=0.00196078


Tree=9170
num_leaves=31
num_cat=0
split_feature=1 3 30 2 484 160 3 15 393 130 3 50 479 151 157 51 3 1 160 160 12 474 15 0 16 1213 3 475 16 13
split_gain=0.0871137 0.0210988 0.0187865 0.0305722 0.0273081 0.03203 0.0173779 0.0158674 0.0248734 0.0189965 0.0187325 0.0170142 0.0324069 0.0269531 0.022273 0.0215669 0.0405971 0.024053 0.018505 0.0270613 0.0185311 0.0183558 0.0238985 0.0414046 0.0190214 0.01801 0.0247949 0.0188039 0.0282657 0.0255987
threshold=0.10920500000000001 0.31299000000000005 0.085875000000000021 1.0000000180025095e-35 -0.070054999999999992 0.022560000000000004 0.084940000000000015 0.083195000000000005 0.086030000000000009 -0.0048749999999999991 -0.15447499999999995 1.0000000180025095e-35 0.088785000000000017 -0.085134999999999975 -0.24909499999999998 1.0000000180025095e-35 -0.076669999999999988 0.10254500000000001 0.060610000000000004 0.10455000000000002 0.085565000000000016 0.10008000000000002 -0.089964999999999976 -0.087519999999999987 -0.071359999999999993 -0.080279999999999976 -0.079864999999999978 -0.085684999999999997 -0.0092699999999999987 -0.067149999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 -6 8 9 -1 -9 14 13 -13 -11 17 -17 18 25 20 -20 22 -15 24 -24 26 -16 28 -27 -30
right_child=1 -3 -4 4 5 -7 -8 10 -10 11 -12 12 -14 21 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.0046149868150197745 0.0032482647858223957 0.00031592779628944733 3.7833213618974772e-05 -0.0021355084306560459 0.0007298448174276953 0.005540497903712094 0.0027040056264601075 0.0057577686849981553 -0.00030672373681294698 0.0055207902293962739 0.0031366738053774006 0.0065196359096544578 -0.00053344378326073642 0.0044865178264822661 -0.0020145204383879901 -0.0021999999103302667 0.0023653304149775069 0.0012954444001479716 0.003636145830186534 0.0021929060645482462 0.0064339620566534004 0.006206001419486711 0.0024029972392600029 0.0034826441847683083 -0.0015525853384456096 0.007362050085794181 0.0029052928023572482 0.0024698768879615517 0.0002099398163235968 0.0045603854653707369
leaf_weight=53 142 114 51 20 142 20 65 28 27 24 1041 29 20 77 20 28 64 128 58 69 40 20 20 103 31 20 21 587 21 38
leaf_count=53 142 114 51 20 142 20 65 28 27 24 1041 29 20 77 20 28 64 128 58 69 40 20 20 103 31 20 21 587 21 38
internal_value=0 0.00152833 0.00184246 0.00207905 0.00140687 0.00171898 0.00134975 0.00291102 0.00270099 0.0027562 0.00320533 0.00268672 0.00335542 0.00363319 0.00250729 0.00244118 0.000975882 0.00257571 0.00276321 0.00370997 0.00477811 0.0032997 0.00304807 0.00232885 -1.37648e-06 0.00253958 0.000505384 0.00266481 0.00411322 0.00301192
internal_weight=0 554 440 389 247 227 207 2567 1498 1471 1069 1418 300 280 1118 1094 92 1002 874 167 98 251 231 154 51 707 41 666 79 59
internal_count=3121 554 440 389 247 227 207 2567 1498 1471 1069 1418 300 280 1118 1094 92 1002 874 167 98 251 231 154 51 707 41 666 79 59
is_linear=0
shrinkage=0.1


Tree=9171
num_leaves=31
num_cat=0
split_feature=1 4 3 48 50 4 15 16 0 47 14 16 15 4 12 0 401 4 3 16 13 43 484 51 16 160 52 43 16 13
split_gain=0.0709038 0.0296058 0.0225217 0.024649 0.0202371 0.0193061 0.0170629 0.0190403 0.0257056 0.0162962 0.020313 0.0202553 0.0337072 0.0161526 0.0199311 0.0140349 0.0277592 0.032475 0.0415378 0.0245218 0.0214021 0.025737 0.0256847 0.0213667 0.0177721 0.0158298 0.0128547 0.0243307 0.0216433 0.0131354
threshold=0.096325000000000008 -0.17966999999999997 0.31370500000000007 -0.084044999999999995 0.041865000000000006 -0.010384999999999998 -0.079929999999999987 -0.11676499999999999 -0.13455999999999999 0.087885000000000019 -0.47071999999999997 -0.42170999999999997 -0.42198999999999992 0.40473500000000007 -0.040564999999999997 -0.068604999999999985 0.080710000000000018 -0.46376499999999993 -0.13927999999999999 -0.079734999999999986 -0.051094999999999995 -0.064334999999999989 0.084750000000000006 -0.040379999999999992 -0.29154999999999992 -0.0080249999999999991 -0.091869999999999993 -0.067199999999999996 -0.06421499999999998 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 -3 9 -6 7 8 -4 10 -5 -12 -13 14 -11 -1 17 18 -17 24 21 -21 23 -22 -19 -20 29 -28 -29 -14
right_child=1 2 6 4 5 -7 -8 -9 -10 13 11 12 26 -15 -16 16 -18 19 25 20 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0028060518609480316 0.0030863775385516989 0.0046966052199713887 -0.00056748919781636107 0.004010100157465786 0.0043220996256503798 0.0016275869377960382 -0.0025380927218412539 -0.0013328204322847186 0.0041193643156439063 0.005450440003048806 0.0017545712461242147 -0.0031314883230219564 0.0038971279769958486 -0.0001394249515142292 0.0020429014993653175 0.0074577636178582906 -0.00079240773183604073 0.0018923407513648273 0.0044207703490773669 0.0047450468235183509 0.0030470764270931899 0.00091855105621596947 -0.0028206399944610897 -2.5043300053364307e-05 0.0061080389271955943 0.0013003783198262289 0.0011806045229604935 0.00032667939351605521 -0.0033675063104400861 0.00073359427241874594
leaf_weight=1889 122 25 22 20 45 65 21 29 25 21 128 27 21 25 94 25 30 20 29 32 36 39 20 61 20 37 94 35 29 35
leaf_count=1889 122 25 22 20 45 65 21 29 25 21 128 27 21 25 94 25 30 20 29 32 36 39 20 61 20 37 94 35 29 35
internal_value=0 0.0016402 0.00140836 0.00161629 0.00149577 0.00272989 -1.49731e-05 0.000682205 0.00192552 0.00123915 0.000906183 0.000737949 0.000198001 0.00216433 0.00266515 0.00269841 0.0021158 0.0023893 0.00398638 0.00175187 0.00127351 0.00264317 0.000442345 0.00111512 0.00400019 0.00267146 0.000618077 0.000156664 -0.00134725 0.00191992
internal_weight=0 883 761 664 639 110 97 76 47 529 389 369 241 140 115 2238 349 319 91 228 188 71 117 97 40 66 214 158 64 56
internal_count=3121 883 761 664 639 110 97 76 47 529 389 369 241 140 115 2238 349 319 91 228 188 71 117 97 40 66 214 158 64 56
is_linear=0
shrinkage=0.1


Tree=9172
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 1 2 2 14 1 4 12 1 11 50 1 1 1 1 49 11 1 4 3 15 3 16
split_gain=15.636 1.83185 1.75348 1.03321 1.0234 0.75957 0.721389 0.555361 0.512047 0.469433 0.405327 0.347129 0.242451 0.227099 0.219694 0.176987 0.160695 0.160208 0.158562 0.138883 0.125489 0.122889 0.10778 0.105027 0.100319 0.0907315 0.0859637 0.0755265 0.0685157 0.118304
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.092235000000000025 -1.0000000180025095e-35 0.09253500000000002 0.14285500000000004 0.10803500000000001 0.076175000000000007 0.089875000000000024 -0.04890499999999999 0.087005000000000013 0.12337000000000002 1.0000000180025095e-35 0.041865000000000006 0.10124500000000002 0.13075500000000004 0.12958500000000003 0.13436000000000001 -0.078034999999999979 0.082485000000000017 0.12000500000000001 -0.036839999999999991 -1.0000000180025095e-35 -0.41396999999999995 0.090900000000000009 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 15 7 11 24 -4 16 20 12 28 -12 26 25 18 27 -8 -6 -9 -15 -10 -18 -3 -2 -14 -7 -1 -30
right_child=1 5 8 -5 19 17 9 10 22 -11 13 -13 14 21 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00090335284627729635 0.00090861698965621158 0.00045183393449881688 0.00081259764928581259 0.00056988127805568552 0.00053964302951798715 0.00030663785348141115 0.00082779408756853421 0.00080167828874792 0.00059800649559657766 0.00061176071021202042 0.00068143865787515456 0.0010390220923042113 0.00061956076693319372 0.0004843081422401227 0.00086176365396514645 0.00063964734572549296 0.0010301523947136965 0.00041749507747749332 0.000674356306316676 0.0003581838071303673 0.00058707776607251627 0.00033644643499126844 0.00045127593872384129 0.00087303743869457124 0.00030379857875149978 0.00077456401312414971 0.00078665880112328823 0.00017962628989713774 0.00071868826222130336 0.0009268182221135728
leaf_weight=1174 30 24 34 45 50 30 632 22 38 39 20 61 20 128 256 27 21 23 27 24 20 26 39 74 66 55 29 45 21 21
leaf_count=1174 30 24 34 45 50 30 632 22 38 39 20 61 20 128 256 27 21 23 27 24 20 26 39 74 66 55 29 45 21 21
internal_value=0 0.000498702 0.000853163 0.000864216 0.000659724 0.000424569 0.000869793 0.000472683 0.000612183 0.000821526 0.000526603 0.000893987 0.000888171 0.000484873 0.00083874 0.000777947 0.000832376 0.000274334 0.000821508 0.000480791 0.000699488 0.000459344 0.000523688 0.000907768 0.000343275 0.000821877 0.000718456 0.000230431 0.000900569 0.000822753
internal_weight=0 590 2531 2420 186 404 2375 306 111 793 216 1582 1521 174 305 112 754 98 659 74 42 154 77 95 90 85 49 75 1216 42
internal_count=3121 590 2531 2420 186 404 2375 306 111 793 216 1582 1521 174 305 112 754 98 659 74 42 154 77 95 90 85 49 75 1216 42
is_linear=0
shrinkage=0.00196078


Tree=9173
num_leaves=31
num_cat=0
split_feature=1 2 457 151 34 150 2 42 0 13 0 124 43 376 11 4 16 0 52 3 51 1452 2 1 2 150 0 15 49 474
split_gain=0.0925495 0.0209563 0.018306 0.0221587 0.026038 0.0257042 0.0239626 0.0231202 0.0239886 0.0180677 0.0176958 0.0175325 0.0151422 0.0155911 0.0150358 0.0204559 0.0265561 0.024995 0.0238486 0.0214614 0.0191329 0.0161379 0.0158499 0.0294468 0.0489273 0.0224766 0.0218871 0.0189637 0.0172166 0.0169093
threshold=0.10920500000000001 0.25063000000000007 -0.083804999999999977 0.061780000000000009 -0.010024999999999997 0.116995 0.11411 -0.019989999999999997 -0.036484999999999997 -0.041739999999999992 0.010870000000000003 -0.076779999999999987 -0.085594999999999991 0.084545000000000009 0.096970000000000015 -0.49405499999999997 0.19444000000000003 -0.026509999999999995 -0.081934999999999994 0.11296500000000002 0.035765000000000012 0.11727000000000001 0.087625000000000022 0.088975000000000012 0.094215000000000007 -0.088479999999999989 -0.066689999999999985 -0.083359999999999976 -0.086009999999999989 0.089435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 10 6 -6 -8 9 -9 -4 12 -1 -14 15 16 -13 19 -19 21 -18 22 26 25 -25 -24 28 -26 -17 -30
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12 14 13 -15 -16 17 20 18 -20 -21 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=0.0040975765607212311 -0.0010422187907222127 -0.00027939672059694524 0.0010789397200347767 0.0049358326864118382 0.0032203774528080649 -0.0013762531696920634 -0.0015428086543189628 0.00079218934151545925 0.0047766204493550155 0.0030158737041886159 -0.0025350892951246356 0.0072396382438735321 0.00055207649112812111 0.0031887143121848843 0.00074548741910033514 0.005870986433389287 0.0043246898479650129 -0.00064497796437618408 0.0026159732645776659 0.00080972361847670988 0.0008870510070119053 0.0059016631233548243 0.0062186342288358988 -0.0029376295225864105 0.0010527760155750194 0.002983795611716621 0.00045565679344387422 0.004482525255298242 0.0035224893330251779 0.0014506591735947197
leaf_weight=26 21 51 42 24 162 20 21 113 26 54 20 26 70 33 26 30 85 33 70 38 20 22 22 22 38 908 24 28 1005 41
leaf_count=26 21 51 42 24 162 20 21 113 26 54 20 26 70 33 26 30 85 33 70 38 20 22 22 22 38 908 24 28 1005 41
internal_value=0 0.00165213 0.00184797 0.0019739 0.00181868 0.00211703 0.00230284 0.00160826 0.00195112 0.00151123 -8.68761e-05 0.0030773 0.00194116 0.00139682 0.00313742 0.0031632 0.0043784 0.00309341 0.0015712 0.0031654 0.0036699 0.00320723 0.00317924 0.00289488 0.00114646 0.00306032 0.0034424 0.00250782 0.00350902 0.00344128
internal_weight=0 554 503 482 458 396 376 214 193 167 62 2567 129 103 2438 2412 131 2281 103 2178 105 2140 2118 1018 88 930 1100 66 1076 1046
internal_count=3121 554 503 482 458 396 376 214 193 167 62 2567 129 103 2438 2412 131 2281 103 2178 105 2140 2118 1018 88 930 1100 66 1076 1046
is_linear=0
shrinkage=0.1


Tree=9174
num_leaves=31
num_cat=0
split_feature=1 1 4 12 12 1 4 2 47 2 2 14 11 0 43 3 2 52 2 160 4 16 2 3 48 15 1 0 13 16
split_gain=10.5797 1.23762 1.12122 1.11769 0.914289 0.454118 0.439973 0.411064 0.312836 0.258799 0.203624 0.194571 0.173388 0.160921 0.129504 0.131399 0.114712 0.112389 0.110074 0.0862186 0.0856609 0.0830579 0.0757178 0.0747827 0.0701298 0.0664542 0.0615984 0.0708846 0.0565729 0.0524359
threshold=0.10752500000000002 0.13559000000000002 0.27834500000000006 0.085055000000000006 -0.010834999999999999 0.09253500000000002 0.40124500000000002 0.089885000000000007 0.13082500000000002 0.13754500000000003 0.092875000000000013 0.062655000000000016 1.0000000180025095e-35 -0.12333499999999999 -0.025214999999999998 0.31299000000000005 0.11177500000000001 0.047850000000000011 0.25063000000000007 0.08325500000000001 -0.036839999999999991 -0.090344999999999995 0.092365000000000017 -0.14989499999999997 -0.074214999999999989 0.040760000000000005 0.087135000000000004 -0.092759999999999995 -0.01163 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 5 10 20 11 18 12 -1 23 13 17 28 16 -16 -9 -3 -12 -5 -7 -15 -6 -4 29 -25 -28 -2 -14
right_child=1 8 24 6 7 21 -8 9 -10 -11 19 -13 25 22 15 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00074514842635725782 0.00031009994727341004 0.00020384144443451007 0.00027869171512756439 0.00068589658058617557 0.0005475029641506719 0.00050802886778233101 0.00035246615977815811 0.00045259247630809586 0.00040783140173415071 0.00045716083304049419 0.00049222481223979808 0.00078064552222202024 0.00059267813418091846 0.00066324665397811421 0.00051758574387606446 0.00027075594675022126 0.00036519213181315416 0.00062398429034776933 8.045424185901239e-05 0.00064695171573582824 0.00056625816863418478 0.00036299341528392675 0.00061288865137687054 0.00067713898606000305 0.00041848779530138583 0.00080312567306499861 0.00058253776634015707 0.00065841008880043522 0.00022044645322601847 0.00070729387772218606
leaf_weight=26 73 122 22 33 20 20 36 38 26 37 45 60 21 144 25 41 79 24 36 20 76 63 566 916 37 20 55 340 43 57
leaf_count=26 73 122 22 33 20 20 36 38 26 37 45 60 21 144 25 41 79 24 36 20 76 63 566 916 37 20 55 340 43 57
internal_value=0 0.000341924 0.000633493 0.00040238 0.000639869 0.000502829 0.000540407 0.000650245 0.000208525 0.000617769 0.000598495 0.000671421 0.000624599 0.000614737 0.000325699 0.000364764 0.000401825 0.000518938 0.000175728 0.000539833 0.000602479 0.000397942 0.000623102 0.000666498 0.00036636 0.000702291 0.000668313 0.000647846 0.000276866 0.000676436
internal_weight=0 590 2531 406 2472 174 145 2298 184 907 91 1391 870 772 261 145 104 62 158 65 109 83 710 1331 59 98 1311 395 116 78
internal_count=3121 590 2531 406 2472 174 145 2298 184 907 91 1391 870 772 261 145 104 62 158 65 109 83 710 1331 59 98 1311 395 116 78
is_linear=0
shrinkage=0.00196078


Tree=9175
num_leaves=31
num_cat=0
split_feature=1 124 2 42 13 1375 14 44 0 4 0 2 11 40 9 483 4 0 1 3 4 1424 48 0 4 3 49 150 12 1374
split_gain=0.106872 0.0353588 0.0239278 0.0205358 0.0275758 0.0203932 0.0196866 0.0201427 0.0251929 0.0367271 0.0370699 0.0335199 0.0245921 0.0199657 0.0196036 0.0211011 0.0222066 0.0235343 0.0208261 0.0168576 0.0156696 0.0203647 0.0202272 0.0280563 0.0221711 0.0206848 0.0155273 0.0173002 0.0153276 0.0144973
threshold=0.12000500000000001 -0.076779999999999987 0.15361500000000003 -0.0060199999999999993 -0.0093149999999999986 -0.27302499999999996 0.076175000000000007 0.081805000000000017 -0.11173999999999999 -0.0016099999999999997 -0.14226499999999997 0.085855000000000015 0.097680000000000017 -0.075779999999999986 0.099965000000000012 0.098395000000000024 0.50500500000000004 -0.10151999999999999 0.14754500000000001 0.048265000000000009 0.022185000000000003 1.0000000180025095e-35 0.093265000000000015 -0.066089999999999996 -0.51253999999999988 -0.10115999999999999 -0.007794999999999999 0.096430000000000002 -0.092484999999999984 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 -3 7 8 9 10 19 -11 13 -10 15 16 28 -18 -19 -7 21 22 24 -24 25 -15 27 -13 -2 -26
right_child=14 2 -4 4 -6 6 -8 -9 12 11 -12 26 -14 20 -16 -17 17 18 -20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0035575193872114611 0.0043353028735145923 0.00059912510009275553 -0.00013912466354668141 0.0019307286806906632 -0.0016866917927270859 -0.00035794718146678946 0.004840382211206043 0.0059769166600225233 0.0065653104243392595 0.0068512322072863414 -0.0032362886075861757 -0.00033130040159448984 -1.8236702141751136e-05 0.0081491121766157446 -0.0010313200757082086 0.0047103684884496032 0.0028318045114596878 0.0002920448959453917 -0.0034264445351436731 0.0033115743415340058 0.0026960518655198408 0.0063304892862215637 0.0030568904273666092 -0.00042591698584146801 0.0034584528714160174 0.0036010596482083201 0.0034777914790373129 0.0028628632573273558 0.0016608190550080814 0.0059863848196666531
leaf_weight=49 25 27 20 96 27 21 87 28 20 21 20 30 21 20 32 20 26 61 20 31 282 25 101 30 1661 20 88 39 150 23
leaf_count=49 25 27 20 96 27 21 87 28 20 21 20 30 21 20 32 20 26 61 20 31 282 25 101 30 1661 20 88 39 150 23
internal_value=0 0.00321516 0.00330651 0.00182632 0.00113666 0.00333307 0.00336181 0.00330997 0.00327952 0.0023282 0.000422446 0.00309907 0.00338748 0.00342026 0.00132223 0.00157161 0.001349 0.000214138 -0.000626101 0.00182965 0.00339116 0.00349543 0.00345722 0.0022593 0.00354825 0.00587509 0.00259719 0.0014741 0.00204289 0.00349298
internal_weight=0 2787 2615 172 123 2595 2568 2481 2453 250 72 178 2203 2182 334 302 282 107 81 52 2162 1880 1855 131 1724 40 157 69 175 1684
internal_count=3121 2787 2615 172 123 2595 2568 2481 2453 250 72 178 2203 2182 334 302 282 107 81 52 2162 1880 1855 131 1724 40 157 69 175 1684
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 2 4 2 3 0 47 12 4 132 47 39 3 49 16 4 3 1 13 3 42 0 31 0
split_gain=7.21247 0.896064 0.751831 0.482825 0.472807 0.324922 0.292222 0.295894 0.270046 0.229762 0.205969 0.140814 0.140281 0.114378 0.098317 0.09744 0.0929963 0.0922484 0.0852039 0.0849659 0.0758602 0.0758081 0.0945089 0.0740225 0.0711203 0.0811254 0.0701929 0.0797143 0.0650296 0.0621391
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 -0.15464999999999998 0.089885000000000007 -0.11171999999999999 -0.13027499999999997 0.077555000000000013 0.11734000000000001 0.022185000000000003 0.088890000000000011 0.091680000000000011 0.096625000000000016 0.31534000000000006 -0.012034999999999999 0.0057500000000000008 -0.064054999999999987 0.092670000000000016 0.13075500000000004 -0.088319999999999996 -0.017889999999999996 0.084050000000000014 -0.076234999999999983 -0.077289999999999984 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 19 6 28 -8 -5 11 -1 -4 21 -11 20 18 -10 24 -7 -2 -13 -12 -23 -6 -9 -26 -22 -28 -3 -27
right_child=1 5 9 8 23 15 7 17 16 13 12 14 -14 -15 -16 -17 -18 -19 -20 -21 26 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.00034282926925167234 0.00035987340918212544 0.00022609775684620704 0.00065368748498412796 0.00052930075685684089 0.00031669122813379058 0.00015385482739781672 0.00044917579232449845 0.00022719077176103989 0.00031401428074597816 0.00052011630507165819 0.00056579248713595524 0.00055958894844294893 0.00064735592105517198 0.00044019311970201687 0.00046785694033271333 0.00024426873596281908 0.00043428158369869616 0.00016884042667596118 1.9645400328831458e-05 0.0005008842016412271 0.0005813707051197562 0.00050449507044894354 0.00036228428596428159 0.00018421528903536156 0.00021165875104072493 0.00027580111109656364 0.00051549778221502687 0.00038575465538922475 0.00012026587862666009 0.00039478560905570814
leaf_weight=26 20 41 53 35 50 44 42 50 122 731 56 1067 32 76 53 23 31 31 31 92 37 98 22 24 21 27 67 25 49 45
leaf_count=26 20 41 53 35 50 44 42 50 122 731 56 1067 32 76 53 23 31 31 31 92 37 98 22 24 21 27 67 25 49 45
internal_value=0 0.000282729 0.000523468 0.00044792 0.000395347 0.00023088 0.000262349 0.000301462 0.000373926 0.000538585 0.000507368 0.000554698 0.000527935 0.000512589 0.000550497 0.00013262 0.000338382 0.000265807 9.83816e-05 0.000475704 0.000554159 0.000506222 0.000478423 0.000273726 0.000286828 0.00031889 0.000509248 0.000480241 0.000168478 0.000350166
internal_weight=0 590 2531 422 186 404 306 216 188 2109 234 1302 208 807 1249 98 153 174 75 112 1196 176 120 74 143 93 129 92 90 72
internal_count=3121 590 2531 422 186 404 306 216 188 2109 234 1302 208 807 1249 98 153 174 75 112 1196 176 120 74 143 93 129 92 90 72
is_linear=0
shrinkage=0.00196078


Tree=9177
num_leaves=31
num_cat=0
split_feature=1 124 48 42 13 2 49 1429 390 10 10 401 4 1 1 457 15 4 0 2 12 1204 133 133 51 1212 52 16 43 3
split_gain=0.110494 0.03506 0.0238984 0.0188239 0.0229738 0.0187429 0.0212245 0.0227703 0.0200326 0.01695 0.0359288 0.0217849 0.0169433 0.0195569 0.018971 0.0192044 0.023004 0.0177238 0.0170424 0.0245536 0.0156111 0.0153558 0.0174369 0.0283949 0.0194255 0.0190252 0.0177217 0.0229323 0.0352755 0.0155231
threshold=0.12000500000000001 -0.076779999999999987 0.13765500000000006 -0.0060199999999999993 -0.0093149999999999986 0.087675000000000017 -0.086009999999999989 0.084770000000000012 0.087070000000000022 -0.062879999999999978 -0.38124499999999995 0.085900000000000018 -0.49405499999999997 0.088485000000000022 0.091785000000000019 0.080930000000000016 0.024640000000000006 0.2623950000000001 0.051010000000000007 0.10672500000000001 -0.064509999999999984 -0.082199999999999981 0.017095000000000003 0.08784500000000002 -0.085384999999999989 0.097595000000000015 -0.42635499999999998 -0.013324999999999998 -0.0073899999999999999 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 -3 -8 12 10 -2 -11 -7 18 -15 16 -16 -17 20 -20 -14 -22 25 24 -24 26 -23 29 -29 -28
right_child=9 2 -4 4 -6 8 7 -9 -10 11 -12 -13 13 14 15 17 -18 -19 19 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0035688186427863429 0.0017257333207774481 0.0059319730464755215 2.5389381196527252e-05 0.0019758438303445775 -0.0013259622149807573 0.0043740103568620332 0.0036961624165114978 0.0011759882682707867 0.00029310504517828428 0.0019335679770141668 -0.0036157716790330601 -0.0014152906934863756 0.0060201597400009639 -0.00043640459087960744 0.002666857551205261 -0.00086783478553924308 0.0062081503970105026 0.0027555266563366685 0.0035801157667225674 -0.0012107340130023659 0.0060649534640833738 0.0048474322709431555 0.0077945128036662941 0.0032186143144569013 0.0043991917206810038 0.0048508249505079893 0.005005360620011094 0.002373258385764943 -0.0018896331256837585 0.002479782980874241
leaf_weight=49 34 41 21 96 27 114 1155 37 24 259 20 21 22 23 145 27 21 27 23 20 20 29 20 402 107 38 28 55 30 186
leaf_count=49 34 41 21 96 27 114 1155 37 24 259 20 21 22 23 145 27 21 27 23 20 20 29 20 402 107 38 28 55 30 186
internal_value=0 0.00329431 0.00338527 0.00191135 0.00125106 0.00341247 0.00369488 0.00361794 0.00315662 0.00136956 -0.000252602 0.0016824 0.00320802 0.00309934 0.00229628 0.00258197 0.00311485 0.000943846 0.00329846 0.00135181 0.0033878 0.00332451 0.00326327 0.00363041 0.00493389 0.00273261 0.00248721 0.00225829 0.000868708 0.00281023
internal_weight=0 2787 2615 172 123 2594 1233 1192 1361 334 54 280 1337 1223 243 220 166 54 980 43 937 915 895 529 127 366 328 299 85 214
internal_count=3121 2787 2615 172 123 2594 1233 1192 1361 334 54 280 1337 1223 243 220 166 54 980 43 937 915 895 529 127 366 328 299 85 214
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=31
num_cat=0
split_feature=4 2 3 2 106 15 48 0 15 12 151 0 1 2 1 16 1 0 10 1374 156 49 0 157 48 96 16 149 43 16
split_gain=0.092731 0.036468 0.0278543 0.0264077 0.0218551 0.0180142 0.0220677 0.0255071 0.018024 0.020942 0.018985 0.0177607 0.0192034 0.0167492 0.0241345 0.0187552 0.022375 0.0164346 0.015905 0.0161788 0.0373188 0.0199976 0.0197193 0.0196734 0.0155376 0.0165216 0.0156359 0.0286202 0.0234526 0.0227693
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.086340000000000014 -0.14147499999999996 0.082620000000000013 0.041630000000000007 -0.091964999999999977 0.10312500000000001 -0.092724999999999988 -0.089964999999999976 0.085605000000000014 0.11293500000000002 0.095695000000000016 0.25084500000000004 0.078340000000000007 -0.093039999999999984 -0.0093599999999999985 0.086000000000000007 0.087465000000000015 0.10084500000000002 -0.085669999999999982 -0.50331999999999988 0.12118000000000002 0.086715000000000014 -0.42170999999999997 0.07770500000000001 -0.077604999999999993 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 24 5 -1 18 8 10 13 -8 12 -12 14 15 16 -10 -16 -7 21 -21 23 -23 -20 25 26 27 -2 -28 -30
right_child=3 -3 -4 -5 -6 6 7 -9 9 -11 11 -13 -14 -15 17 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0042047427763463934 0.0020425402821892245 -0.00031866662426513026 0.0009478967619268963 -0.0018763591515986871 0.00029664399792506759 0.0059691195096820597 0.0040397916778760114 -0.00077906772680580612 0.0035372695080903281 0.00036849871836602691 0.0037234407322382771 -0.0017221959449151263 0.00019647754548043992 0.00575373710124512 -0.0006135090797518691 0.0012818753478183811 0.007125503338873386 0.0029241268482894222 0.0063116772612556819 0.0080470262073157797 0.0020112813603191172 0.00021705563602492561 0.0026782493566709343 0.0031585722393582712 -0.00080837070619544163 -0.00064547421697406452 -0.0018029067984215268 0.0057472812632719675 -0.00056722361083713277 0.0026485015337943639
leaf_weight=141 159 33 63 24 28 20 23 25 57 25 26 21 38 27 24 21 25 29 20 21 20 43 134 1867 26 27 23 24 31 76
leaf_count=141 159 33 63 24 28 20 23 25 57 25 26 21 38 27 24 21 25 29 20 21 20 43 134 1867 26 27 23 24 31 76
internal_value=0 0.00298548 0.00302589 0.00133707 0.00307558 0.00310542 0.00304257 0.0022958 0.00253907 0.00308327 0.00149097 0.000801288 0.00162931 0.00345414 0.00305613 0.00394836 0.00463124 0.00132218 0.0031624 0.00313573 0.00510276 0.00309666 0.00208033 0.00319199 0.00154778 0.00172796 0.0019327 0.00252841 0.00109412 0.00171684
internal_weight=0 2731 2698 390 2635 2607 2466 341 316 208 108 85 64 183 156 103 82 53 2125 2105 41 2064 177 1887 366 340 313 183 130 107
internal_count=3121 2731 2698 390 2635 2607 2466 341 316 208 108 85 64 183 156 103 82 53 2125 2105 41 2064 177 1887 366 340 313 183 130 107
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 4 2 14 151 2 47 2 43 2 4 12 4 16 2 1 0 15 13 16 3 43 42 13 4
split_gain=4.05616 0.582715 0.455125 0.436523 0.254355 0.20291 0.171656 0.12953 0.117542 0.112378 0.105076 0.101214 0.0926645 0.0751236 0.0726639 0.0685135 0.0684608 0.061659 0.0584434 0.0521802 0.0509637 0.0504252 0.0495068 0.0467952 0.0828497 0.0451364 0.0826265 0.0431423 0.110517 0.0416718
threshold=0.10752500000000002 0.13559000000000002 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.40124500000000002 0.053180000000000012 0.10803500000000001 0.076175000000000007 0.032230000000000009 0.073895000000000002 0.13082500000000002 0.092365000000000017 -0.025214999999999998 0.11177500000000001 0.27834500000000006 -0.042789999999999988 -0.036839999999999991 -0.44310499999999992 0.093320000000000014 0.16175000000000003 0.14486500000000005 -0.0088349999999999974 -0.0075049999999999987 -0.50690499999999983 0.095270000000000007 -0.083134999999999987 0.084835000000000008 -0.019614999999999997 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 7 17 8 9 12 10 -1 20 27 -2 -15 18 -9 -5 -8 -12 -3 29 23 -16 -25 26 -6 -4 -29 -14
right_child=1 11 6 5 25 -7 15 16 -10 -11 19 -13 21 14 22 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00030839692332661791 0.0001738546057550729 0.00012328250747959676 0.00043218909393913851 0.00045815449444863742 0.00027058682834901732 0.0002175963598137117 0.00041956429259626903 0.00033550428269634477 0.00050079070758499622 0.00023972726924494409 0.00043993855647857531 0.00023931627568113162 0.00044043830566411644 0.00032497442608427052 0.00018911411875019736 0.000253525938591759 0.00018740249262908759 0.00035665178021763994 0.00034982517548047738 0.00037831572417681124 2.9726620226186754e-05 0.00030730031308979773 0.00012932666623051845 0.0001785392999904705 0.0003404085929072559 0.00030034235439812526 0.00011259969529312323 0.00041455120335731242 0.00026644687734398185 0.00038668136436262318
leaf_weight=47 116 131 702 33 35 36 66 28 61 20 112 26 65 31 43 21 21 76 154 100 27 27 20 20 31 39 20 616 20 377
leaf_count=47 116 131 702 33 35 36 66 28 61 20 112 26 65 31 43 21 21 76 154 100 27 27 20 20 31 39 20 616 20 377
internal_value=0 0.000217485 0.00039802 0.000258969 0.00033924 0.000345228 0.000409782 0.000365011 0.000416136 0.00038134 0.000392275 0.00012595 0.000413278 0.000211047 0.000240801 0.000360533 0.000272032 0.000387382 0.000370747 0.000410871 0.000107295 0.000389562 0.000217911 0.000236759 0.00027693 0.000249318 0.000213137 0.000421591 0.000409894 0.000394587
internal_weight=0 590 2531 406 422 145 2109 328 1868 279 259 184 1807 261 145 241 49 109 220 212 158 469 114 94 51 94 55 1338 636 442
internal_count=3121 590 2531 406 422 145 2109 328 1868 279 259 184 1807 261 145 241 49 109 220 212 158 469 114 94 51 94 55 1338 636 442
is_linear=0
shrinkage=0.00196078


Tree=9180
num_leaves=31
num_cat=0
split_feature=4 2 1 150 2 3 1 403 3 52 2 149 0 16 52 13 42 42 15 2 1210 14 43 4 159 157 50 50 0 2
split_gain=0.0906889 0.0334696 0.025279 0.03241 0.0219233 0.0215459 0.0173862 0.0201598 0.0189168 0.0269102 0.0146083 0.0142869 0.0140208 0.0308228 0.0298741 0.0179037 0.0137125 0.0157941 0.01355 0.0150935 0.0154612 0.0164419 0.0180644 0.020972 0.0148998 0.0164865 0.0186192 0.0282586 0.0170439 0.0320262
threshold=0.27287000000000006 0.17025000000000004 0.091195000000000012 1.0000000180025095e-35 0.25063000000000007 -0.083654999999999993 0.091900000000000023 0.022375000000000003 -0.12018999999999998 -0.42058999999999996 -0.0091949999999999983 0.07770500000000001 -0.082844999999999988 -0.054549999999999994 -1.0000000180025095e-35 -0.08459499999999999 0.09112000000000002 0.09858500000000002 0.13592500000000005 0.12844500000000003 -0.42132499999999995 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 0.14438000000000004 -0.21914999999999998 0.13276000000000002 0.12070000000000002 -0.076579999999999995 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 6 11 -5 -4 8 9 -8 -10 16 13 -12 -15 -14 -2 -18 19 20 -1 22 -22 -24 25 -25 27 28 -27 -30
right_child=4 -3 3 5 -6 -7 7 -9 10 -11 12 -13 15 14 -16 -17 17 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0059593344567110762 0.0017200393841202617 -0.00019347031731299606 0.00028617702890187507 -0.0018220838322304191 -0.0016494067268164752 0.0016852020086218597 0.0034291739671325852 0.00027064195271053065 0.00050646174373105172 0.0075000788339159704 0.003396525313308852 0.0037308917792800533 0.00066023312198619055 0.002103412605194737 -0.0027168961544521155 0.003712166028532163 -0.001889565445977496 0.0010810622976841554 0.0014342822491862747 0.0053827838939469082 0.00018999599796232014 0.0046263159631839577 0.0055294907373738371 0.00081202545334235765 0.0058060781378298995 0.0032699700858723549 0.0061361749860225252 -0.00057853643250252516 -0.0008940796905125563 0.0027580048066414122
leaf_weight=20 214 33 25 20 24 141 62 26 25 22 86 26 21 36 20 227 25 63 43 32 21 74 36 32 20 1366 20 21 26 314
leaf_count=20 214 33 25 20 24 141 62 26 25 22 86 26 21 36 20 227 25 63 43 32 21 74 36 32 20 1366 20 21 26 314
internal_value=0 0.00297219 0.00301037 0.00249739 0.00126811 0.00124951 0.00286268 0.00298537 0.00312682 0.00449536 0.00284982 0.00148158 0.00300003 0.00220765 0.000381874 0.00345374 0.00128793 0.000237134 0.00319049 0.00322859 0.00319324 0.00316457 0.00310629 0.00313967 0.00309184 0.00306133 0.00310253 0.0030674 0.00311228 0.00247873
internal_weight=0 2769 2736 711 352 161 550 525 499 84 415 328 390 142 56 248 302 88 2025 1982 1950 1930 1856 1835 1799 1779 1747 1727 1706 340
internal_count=3121 2769 2736 711 352 161 550 525 499 84 415 328 390 142 56 248 302 88 2025 1982 1950 1930 1856 1835 1799 1779 1747 1727 1706 340
is_linear=0
shrinkage=0.1


Tree=9181
num_leaves=31
num_cat=0
split_feature=1 2 16 52 43 13 3 11 2 11 1 43 1 483 50 484 148 0 16 12 52 1 43 52 400 156 0 10 12 39
split_gain=0.076399 0.0247098 0.0181977 0.0223027 0.0206198 0.0232568 0.0171688 0.0171256 0.0187425 0.0171902 0.0165759 0.0159412 0.0155982 0.0191247 0.0143309 0.0170787 0.014798 0.0184904 0.0239073 0.0172032 0.0162915 0.0165758 0.0161482 0.0136315 0.0131503 0.0130672 0.0133134 0.0161516 0.0171218 0.0149238
threshold=0.12000500000000001 0.10005000000000001 0.51222500000000004 0.039215000000000007 0.10366000000000002 0.10935500000000002 -0.086424999999999988 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 0.092390000000000014 -0.081674999999999984 0.16773500000000005 0.098395000000000024 -0.099524999999999988 -0.064309999999999992 -0.081574999999999995 -0.062764999999999974 0.26435500000000006 0.094375000000000014 -0.090859999999999982 0.10508500000000001 -0.078844999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 0.10339000000000002 -0.18901999999999997 1.0000000180025095e-35 -0.10022999999999999 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 14 -5 8 10 -9 -1 -8 13 25 -3 -16 -17 18 20 -19 -18 22 -22 -11 -10 26 -2 28 -28 -30
right_child=12 2 -4 6 -6 -7 11 9 24 23 -12 -13 -14 -15 15 16 17 19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0035666815238073468 -0.0016416462603956461 0.0038071595500999444 0.003253346392465755 0.00079793040187925923 0.0035852487488627072 -0.0015495628866899229 0.0049172148250452271 0.0063683967412173472 0.0028142215642999509 0.0049488156649749732 0.00046443013812140483 0.002640346333936304 -0.001440125470981002 0.0042498623847495769 -0.0012899401403653125 0.0040431814711718332 0.0034683955177940706 0.0014046907408869474 -0.0023606208083774187 0.0051628946637113891 0.0011914118179645258 0.0015715290741671042 -0.002480131997494027 0.0012567240756470709 0.0044262913234818443 0.0031484487811448401 0.0037081268051094539 -0.00074221275405891775 0.0016400876863645693 -0.00039450212007424999
leaf_weight=24 20 24 125 36 41 28 41 27 1882 20 61 123 23 20 24 21 27 29 21 21 23 92 25 20 52 27 28 42 123 51
leaf_count=24 20 24 125 36 41 28 41 27 1882 20 61 123 23 20 24 21 27 29 21 21 23 92 25 20 52 27 28 42 123 51
internal_value=0 0.00267328 0.00215963 0.00192228 0.00146845 0.00120938 0.00277547 0.00284589 0.00279369 0.00441877 0.00134036 0.00320956 0.0010728 0.00125864 0.00146101 0.00126204 0.00149852 0.00127399 0.000819433 0.00298314 0.00121932 0.00078557 -0.000720851 0.00310277 0.00285757 0.00105306 0.000838761 0.00104207 0.00141306 0.00104374
internal_weight=0 2787 701 576 376 335 200 2086 2019 67 85 164 334 311 307 283 259 238 188 50 167 140 48 40 1934 291 264 244 202 174
internal_count=3121 2787 701 576 376 335 200 2086 2019 67 85 164 334 311 307 283 259 238 188 50 167 140 48 40 1934 291 264 244 202 174
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=31
num_cat=0
split_feature=1 2 474 14 49 0 50 49 1 457 1374 15 150 16 43 160 457 0 9 454 475 1429 156 3 12 160 1444 457 151 16
split_gain=0.0618832 0.0205082 0.0188412 0.017727 0.0166359 0.0197792 0.019087 0.0191714 0.0192385 0.0345643 0.0178151 0.0174262 0.0168772 0.018805 0.0167232 0.0234067 0.0178774 0.0155905 0.0147049 0.0136238 0.015323 0.0209022 0.0173197 0.0135951 0.0203691 0.0135116 0.0181351 0.0132956 0.0224786 0.0143997
threshold=0.12000500000000001 0.10613000000000002 0.10008000000000002 0.076175000000000007 -0.008964999999999999 -0.15202999999999997 0.11184000000000001 -0.069799999999999987 0.10089500000000001 0.079590000000000008 0.081125000000000017 -0.0088349999999999974 0.083095000000000016 0.0028900000000000006 -0.085739999999999997 -0.023379999999999995 0.088585000000000011 0.13134000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07675499999999999 0.052280000000000007 0.11896500000000002 0.30112000000000005 -0.42850999999999995 -0.55323499999999981 -0.081774999999999987 -0.080669999999999978 -0.084129999999999996 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 4 6 -6 7 8 12 -10 18 14 -1 -14 -9 -16 -17 19 -7 -3 21 -21 -22 -2 -25 -20 -27 28 -28 -29
right_child=23 2 -4 -5 5 10 -8 11 9 -11 -12 -13 13 -15 15 16 -18 -19 25 20 22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.0007149923728623738 0.0013677563244539263 -0.00074364358792081478 0.0041486364121682889 0.0039350818640595279 0.0049226435270005222 -0.00010879286343143101 0.0046441564700849683 0.00172317399254401 0.003415820019488985 -0.0020189526793546976 0.0055230194760224546 0.0034839038178324701 0.0027321723227379559 0.0058079872876405716 0.0015213446737366862 -0.0043691589799709626 -0.00019163341217097782 -0.00080569236536878947 0.00044930544992287955 -0.0016713304749618357 0.001973517543041058 0.0026287171611329542 0.0049941405834397308 0.001914906020358424 -0.001139618954802558 0.0049116050563470437 0.006643799470648879 0.0027486896791403632 0.0023780118957317125 0.002147665413092751
leaf_weight=30 239 20 33 87 36 21 23 48 22 25 20 20 97 25 28 20 21 24 30 26 373 20 20 34 61 33 21 944 30 690
leaf_count=30 239 20 33 87 36 21 23 48 22 25 20 20 97 25 28 20 21 24 30 26 373 20 20 34 61 33 21 944 30 690
internal_value=0 0.00240595 0.00183686 0.00253525 0.00247949 0.0026019 0.00185722 0.00166644 0.00229319 0.000524983 0.0025552 0.000756063 0.00283994 0.00336246 0.000289765 -0.000707389 -0.00222945 0.00167891 0.00252164 0.00180883 0.00192511 0.000198255 0.00212724 0.00096552 -4.64205e-05 0.00255325 0.00258999 0.00254452 0.00413451 0.00249489
internal_weight=0 2787 516 2271 2184 1825 359 336 199 47 1789 137 152 122 117 69 41 483 1769 459 439 46 393 334 95 1748 1718 1685 51 1634
internal_count=3121 2787 516 2271 2184 1825 359 336 199 47 1789 137 152 122 117 69 41 483 1769 459 439 46 393 334 95 1748 1718 1685 51 1634
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 1 15 14 2 1 2 2 2 49 150 1 1 2 2 1 1 4 0 47 4 50 16 1 12
split_gain=10.7732 1.60652 0.992366 0.683631 0.603055 0.557245 0.339294 0.330227 0.310959 0.268295 0.170213 0.228795 0.155698 0.236096 0.146978 0.127151 0.124472 0.123369 0.120493 0.109565 0.105443 0.10427 0.101126 0.0783137 0.0765959 0.0758458 0.0644803 0.0612468 0.0634715 0.0547472
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14753000000000002 0.09253500000000002 -0.24436499999999997 0.062655000000000016 0.14285500000000004 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 0.10613000000000002 -0.054984999999999992 1.0000000180025095e-35 0.076935000000000017 0.12408500000000001 -0.0091949999999999983 0.089885000000000007 0.16175000000000003 0.13075500000000004 -0.15289999999999995 -0.030209999999999997 0.090280000000000013 0.015030000000000002 0.041865000000000006 -0.008904999999999998 0.11414000000000001 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 7 -4 17 10 15 19 18 -9 -14 -2 16 23 -3 -12 -1 26 -5 -15 25 -16 29 -7 28 -24 -6
right_child=1 5 6 21 9 20 -8 12 -10 -11 11 -13 13 22 24 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055282144979630307 0.00030654024107275313 0.00021091509670654286 0.00047799569856474283 0.00027133404027694966 0.00058646874212931008 3.2946595782248066e-05 0.00023494660286212538 0.00013592687702108908 0.00066121153252812488 0.00030442863625983245 0.00037044050399839677 0.00030376002520405372 0.00039044449526627904 0.00035513102117818053 0.0005289500547753064 0.0003509429006478171 0.00054667743807380658 7.9961907741051883e-05 0.00051819785797060241 0.00051560056130571595 -8.7913606414983587e-05 0.00011841247560428527 0.00028521697538091203 0.00036941812854576734 0.0004301991465582938 0.00044047526916900638 0.0001585484850737092 0.00013737591248566357 0.00017296679456521688 0.00048771175957488042
leaf_weight=1050 23 41 34 60 26 55 63 39 76 39 23 23 48 21 58 30 92 85 274 428 21 24 45 30 63 133 22 34 34 127
leaf_count=1050 23 41 34 60 26 55 63 39 76 39 23 23 48 21 58 30 92 85 274 428 21 24 45 30 63 133 22 34 34 127
internal_value=0 0.000234382 0.000514496 0.000368219 0.000522515 0.000165809 0.000320139 0.000202683 0.000538359 0.00046027 0.000533166 0.000492165 0.000248356 0.000272448 0.000450223 0.000474146 0.000483205 0.000122574 0.000506755 0.000542043 3.52443e-05 0.000227642 0.00023018 0.000464726 0.000477534 0.000474723 6.88328e-05 0.000206959 0.000236907 0.000504494
internal_weight=0 673 2448 228 2351 445 97 347 1874 477 1798 320 221 182 144 438 408 126 297 1478 98 84 134 316 121 286 77 113 79 153
internal_count=3121 673 2448 228 2351 445 97 347 1874 477 1798 320 221 182 144 438 408 126 297 1478 98 84 134 316 121 286 77 113 79 153
is_linear=0
shrinkage=0.00196078


Tree=9184
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 47 2 14 4 1 16 4 0 15 1 0 4 1 132 14 133 15 0 16 475 49 16 1 0
split_gain=5.08445 0.806157 0.659559 0.412921 0.257378 0.218034 0.160666 0.143444 0.13661 0.133487 0.123801 0.0850135 0.0815043 0.112151 0.106699 0.0779197 0.0608505 0.0650224 0.060373 0.057133 0.0586371 0.0607906 0.0560866 0.0473677 0.0468679 0.0528375 0.0586286 0.0455799 0.066345 0.0447124
threshold=0.10538500000000002 0.13559000000000002 0.087215000000000015 1.0000000180025095e-35 0.098630000000000009 0.40473500000000007 0.13082500000000002 0.14122000000000004 0.062655000000000016 -0.17966999999999997 0.09253500000000002 -0.52595999999999987 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.083345000000000016 -0.079119999999999982 -0.55119499999999988 0.15964000000000003 0.090145000000000017 -0.46413499999999996 0.089200000000000015 -0.095869999999999983 -0.13027499999999997 -0.45661999999999997 -0.082014999999999991 -0.039339999999999993 -1.0000000180025095e-35 0.11353000000000001 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 8 -4 18 11 12 -2 -5 -6 13 14 -1 23 -15 -18 29 20 -11 27 -17 -14 -13 -26 -27 28 -22 -3
right_child=1 6 5 10 7 -7 -8 -9 -10 19 -12 24 15 16 -16 22 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00049670527404124983 0.00037442386910027149 0.00011091912493156187 0.00042369360106042484 0.0004153055920627617 0.0002936776473606918 0.00025778767344241711 0.00028281061598247259 0.00029731384223353314 0.00054051354515459481 0.00033199310574044032 0.00026928499161208195 0.0005005794695053978 0.00050947005489615667 0.00047030920069841391 0.00033631582783400269 0.00040567940075326504 0.00054875540883601208 0.00043672746305818775 3.8896138019327272e-05 0.00012389904280722726 0.0002895230810109258 0.0001484287583989193 0.00027056913431577326 0.00041522888221493621 0.00048130547972388075 0.0003075206642696524 0.00041690053224428749 0.00017461170894984664 0.00021135786773992041 0.00019067669595891862
leaf_weight=23 25 88 139 34 20 39 26 41 76 21 65 29 29 1168 52 27 21 387 31 20 84 35 21 70 46 20 325 37 83 39
leaf_count=23 25 88 139 34 20 39 26 41 76 21 65 29 29 1168 52 27 21 387 31 20 84 35 21 70 46 20 325 37 83 39
internal_value=0 0.000250423 0.000292497 0.000443486 0.0004487 0.000387343 0.000139979 0.00040824 0.000459085 0.000237143 0.000319433 0.000418576 0.000455644 0.000459583 0.000385502 0.000411401 0.000463108 0.000442494 0.000116475 0.000224886 0.000232654 0.000223926 0.000346569 0.000442835 0.000424524 0.000418883 0.00041056 0.000236879 0.000250675 0.000135412
internal_weight=0 667 483 2454 2355 178 184 481 1874 305 99 440 1798 1651 75 147 1576 408 158 280 260 239 48 99 420 391 345 204 167 127
internal_count=3121 667 483 2454 2355 178 184 481 1874 305 99 440 1798 1651 75 147 1576 408 158 280 260 239 48 99 420 391 345 204 167 127
is_linear=0
shrinkage=0.00196078


Tree=9185
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 11 2 2 2 1 11 52 49 1 0 3 1 43 3 4 4 40 1 16 13 0 16 16
split_gain=7.13865 1.17686 0.577288 0.545234 0.368852 0.341776 0.328506 0.264814 0.255305 0.242127 0.219518 0.154737 0.140183 0.0931446 0.0934518 0.0895889 0.0879626 0.111329 0.0813606 0.0797691 0.0940012 0.0792285 0.0684517 0.0678088 0.0626769 0.0541575 0.0532207 0.0525083 0.0523545 0.114701
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.26790000000000008 0.14285500000000004 0.13501500000000002 0.40124500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10613000000000002 0.089885000000000007 0.092845000000000025 0.079300000000000009 -0.52606999999999993 -0.054984999999999992 0.086920000000000011 -0.086074999999999985 -0.23446499999999998 0.16175000000000003 -1.0000000180025095e-35 -0.097174999999999984 -0.15289999999999995 -0.015039999999999998 -0.077474999999999988 0.13075500000000004 0.11346000000000002 0.0015850000000000003 -0.092759999999999995 0.013515000000000001 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 8 6 7 10 23 -10 15 -4 -9 -2 -15 28 -14 -18 -6 22 -21 -11 -12 -3 -5 -7 -24 -17 -1 -30
right_child=1 4 11 24 18 25 -8 12 9 21 19 -13 16 14 -16 27 17 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00061250386597760172 0.00061024120300683582 0.00028904459253108943 0.00052684870566807541 0.00037161379370421338 0.0002163679856697426 0.00035713353729139604 0.00035668558903720256 0.00077428506415394137 0.00047106711720113056 0.00043825294968544268 0.0005968012740468849 0.00036562207398412662 0.00070123090649458594 0.00038652623330532498 0.00053429852333015937 0.0005170712345318884 0.00064892465688712569 0.00048151669469875054 8.0827950307774167e-05 0.00042851795445347725 0.00054256497180952808 0.00030753278383510371 0.00056323329279741024 0.00018479811175226593 0.00025360040257082264 0.00048931839738087645 0.00049203380453390999 0.00058176328161727584 0.00044662953908722601 0.00060592267153291289
leaf_weight=842 45 47 37 62 90 26 24 36 54 20 223 60 44 21 76 56 42 24 21 31 268 164 229 49 24 22 49 348 24 63
leaf_count=842 45 47 37 62 90 26 24 36 54 20 223 60 44 21 76 56 42 24 21 31 268 164 229 49 24 22 49 348 24 63
internal_value=0 0.00034734 0.000575359 0.000461891 0.000288649 0.000581476 0.000584889 0.000587292 0.000321192 0.000355622 0.000581762 0.000427121 0.00066808 0.000536511 0.000502307 0.000597172 0.000633322 0.000588049 0.000190725 0.000556085 0.000530741 0.000321741 0.000571211 0.000235835 0.00033868 0.000417718 0.000550684 0.000572796 0.000607772 0.00056198
internal_weight=0 673 2448 228 445 2351 2303 2279 334 238 2133 97 146 142 97 1333 110 66 111 800 299 184 501 96 86 48 278 404 929 87
internal_count=3121 673 2448 228 445 2351 2303 2279 334 238 2133 97 146 142 97 1333 110 66 111 800 299 184 501 96 86 48 278 404 929 87
is_linear=0
shrinkage=0.00196078


Tree=9186
num_leaves=31
num_cat=0
split_feature=1 3 0 15 1 0 12 3 15 43 4 15 157 52 12 13 12 1 151 16 3 49 1429 484 3 3 40 0 0 4
split_gain=0.121409 0.0249578 0.0216422 0.0191861 0.0226102 0.0310839 0.0255996 0.0276236 0.0246159 0.0216488 0.0194194 0.0217029 0.0465777 0.0519638 0.0287658 0.0217658 0.0187065 0.0185336 0.0180958 0.045219 0.0203455 0.0181373 0.0175269 0.016951 0.0184233 0.0244363 0.0180806 0.0168187 0.017237 0.0179142
threshold=0.10920500000000001 -0.049509999999999992 0.034820000000000011 0.083195000000000005 0.08864000000000001 -0.092759999999999995 0.086565000000000017 -0.0080949999999999998 -0.015039999999999998 -0.53814999999999991 -0.51843499999999987 -0.0079099999999999986 -0.08107499999999998 0.10024500000000001 0.084795000000000023 -0.076384999999999995 0.097825000000000009 0.10205500000000002 -0.085134999999999975 -0.011734999999999997 -0.086424999999999988 0.12497000000000001 -0.047929999999999993 -0.076559999999999975 0.076840000000000006 0.149315 -0.063404999999999989 -0.11013499999999998 -0.13455999999999999 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 16 4 9 8 7 17 -6 -1 -11 18 -13 14 -14 -16 23 -7 19 20 -12 -20 -8 -3 26 -26 -25 28 29 -27
right_child=1 2 -4 -5 5 6 22 -9 -10 10 11 12 13 -15 15 -17 -18 -19 21 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0002611982636153698 0.0027519751754357838 -0.0010709404815133893 -0.0014059031778877532 0.003744395367280275 0.0020066370068203025 -0.00094840332430096402 0.0015350460022587372 0.0041806137350459509 -0.0017057700292207303 0.0057861935625421919 0.0051048940474477909 -0.001169240140200903 0.0055146899803852041 -0.0013423741191879593 0.00087297658775807238 0.0044651748627544414 -0.00099371040101956442 0.002482384325594467 0.0035427580904503148 0.0034641572341673242 0.009222489904883939 0.0012931201233234452 0.0045905440503247524 0.0019092040287005934 0.0043014805916116753 0.0032611793038555452 -0.00059081413148709958 0.00026043067944960462 0.0052196529216598717 -0.00057755223242565994
leaf_weight=21 181 20 27 1069 167 31 22 39 20 36 24 30 60 22 37 31 27 32 630 106 24 38 128 81 57 31 45 45 20 20
leaf_count=21 181 20 27 1069 167 31 22 39 20 36 24 30 60 22 37 31 27 32 630 106 24 38 128 81 57 31 45 45 20 20
internal_value=0 0.00178845 0.00132089 0.00342077 0.00318982 0.00258641 0.00331127 0.00208902 0.00160959 0.00343996 0.00350427 0.00342228 0.00242774 0.00314713 0.00391877 0.0025106 0.00153368 0.000794219 0.00364007 0.00461726 0.00716369 0.00341478 0.0041424 0.00174759 0.00193612 0.00260603 0.00101634 0.00177291 0.00273153 0.00175579
internal_weight=0 554 373 2567 1498 439 252 102 187 1059 1038 1002 180 150 128 68 346 63 822 154 48 668 150 319 299 173 126 116 71 51
internal_count=3121 554 373 2567 1498 439 252 102 187 1059 1038 1002 180 150 128 68 346 63 822 154 48 668 150 319 299 173 126 116 71 51
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=31
num_cat=0
split_feature=4 3 2 2 106 14 42 1208 1213 50 3 457 158 1427 15 1186 129 1444 42 0 48 159 159 147 3 2 2 12 52 43
split_gain=0.0995924 0.0339525 0.0285007 0.0240501 0.0176519 0.0166238 0.0168108 0.019144 0.0210418 0.0231932 0.0173235 0.0167731 0.0155835 0.0204263 0.0179375 0.0215266 0.0307739 0.0198247 0.0187466 0.0177448 0.0201038 0.0183257 0.030589 0.0272764 0.0183004 0.0270721 0.0278741 0.0181149 0.0171602 0.0167636
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.086340000000000014 -0.24175999999999997 0.11387000000000001 0.099975000000000008 -0.0043299999999999996 0.020130000000000006 -0.072624999999999981 0.31508000000000008 0.07968500000000002 0.088585000000000011 0.083195000000000005 0.060550000000000007 0.083780000000000007 -0.078379999999999991 0.10571500000000002 -0.10224499999999999 0.086910000000000015 0.091005000000000016 0.087410000000000015 0.085610000000000006 0.088060000000000013 0.085855000000000015 0.092235000000000025 0.095565000000000011 0.11639500000000001 -0.066504999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 11 8 -8 10 -10 12 13 14 15 17 -17 -7 -16 20 24 22 27 -23 25 -19 -27 -21 -14 -22
right_child=3 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13 28 -15 18 16 -18 19 -20 21 29 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0060065028659300884 0.0014571387277988478 0.00092066104638191364 -0.00042736046433792976 -0.0018222055172373076 0.00061030097089574816 -0.00013220829201773519 0.0037942652571694674 0.004221849648226788 0.0034939710661255497 -0.0011415006462758518 0.00059930574807367523 0.00060677023585594726 0.0041759290092159068 0.0052532355766743422 0.0033561686001032098 -0.0021065716620623357 0.0031881584725140231 0.003683166336046876 0.0064542009192518892 0.0033550649245861217 0.0015065311104990543 0.0061547363772305012 -0.00085331074427813297 0.0022387048639035947 -0.0013921543862670661 -0.0025534088956192138 0.0019653714414236546 0.0023014372149326701 0.0012593744478759949 0.0049626937938026259
leaf_weight=20 328 75 23 24 28 21 37 38 39 34 44 25 243 44 835 21 23 48 20 677 23 46 20 29 20 20 43 215 22 36
leaf_count=20 328 75 23 24 28 21 37 38 39 34 44 25 243 44 835 21 23 48 20 677 23 46 20 29 20 20 43 215 22 36
internal_value=0 0.00301932 0.00307775 0.00123355 0.00310793 0.00313439 0.00311249 0.00221167 0.00171566 0.00105832 0.00195945 0.00318364 0.00321041 0.00312088 0.00307614 0.00283347 0.000661128 0.00291326 0.00342864 0.0029676 0.00208263 0.00313796 0.00301439 0.00464054 0.0013923 0.00189401 0.000530838 0.00310111 0.0039338 0.00361538
internal_weight=0 2769 2694 352 2671 2643 2623 192 154 117 83 2431 2406 2141 2097 1242 44 1198 855 1177 190 987 912 75 131 111 63 892 265 59
internal_count=3121 2769 2694 352 2671 2643 2623 192 154 117 83 2431 2406 2141 2097 1242 44 1198 855 1177 190 987 912 75 131 111 63 892 265 59
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=31
num_cat=0
split_feature=1 9 44 2 0 151 1 52 1 16 1204 403 3 50 14 124 16 3 3 42 2 124 40 42 1209 2 10 10 1 39
split_gain=0.0815776 0.0218865 0.0229855 0.021412 0.0225701 0.0234898 0.0219376 0.0188879 0.0210503 0.0382458 0.0188384 0.0162395 0.0148464 0.0146337 0.0133538 0.0132202 0.0132069 0.0143855 0.030838 0.0140747 0.0210699 0.0124333 0.0215098 0.0119626 0.011719 0.0111784 0.0190889 0.0117658 0.0149184 0.0113835
threshold=0.11374000000000002 -1.0000000180025095e-35 0.081805000000000017 0.092235000000000025 -0.15090499999999998 0.015440000000000001 0.093575000000000019 -0.23375999999999997 0.15471500000000002 -0.11118499999999999 -0.077669999999999989 -0.53255499999999989 0.099930000000000005 0.13767000000000004 -0.47013499999999991 -0.085959999999999995 -0.45661999999999997 -0.14186499999999996 -0.11171999999999999 0.075730000000000006 0.10981000000000002 -0.083859999999999976 -0.0036699999999999992 0.090545000000000014 0.10656 0.116525 1.0000000180025095e-35 -1.0000000180025095e-35 0.122715 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 21 5 6 -5 23 13 -10 -6 -12 -8 14 -9 -1 -13 19 -19 20 -18 -3 -23 -2 -20 26 27 -16 -29 -27
right_child=7 2 -4 4 10 -7 12 8 9 -11 11 16 -14 -15 25 -17 17 18 24 -21 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0022944551194086673 0.004516073595732451 0.00084408098245384526 0.0055350022884279801 0.0045357935352339637 -0.00048737136181443936 -0.0020014157696139246 -0.0011509853928752514 0.0036547144630458203 0.0016193246301263572 -0.0042476335447281599 -0.00019753387052332981 0.0040430419822576258 0.0020259540730254038 0.0039360052645497487 0.00085494437150592959 -0.0012979529539128029 0.004250288475304842 -0.001205318309771626 0.0024366225236123001 0.0060343836655374619 0.0010007916749013785 0.0059792236501986437 0.0029628265222652254 0.0016579455455939752 0.0046899741748347885 0.00083548778506560171 -9.2752991865078608e-06 0.0022093347895595179 0.0055406727921217683 -0.0012769988757715893
leaf_weight=20 27 27 30 21 20 21 24 20 25 20 20 66 38 20 29 21 56 23 602 20 31 24 1579 32 24 144 45 41 20 31
leaf_count=20 27 27 30 21 20 21 24 20 25 20 20 66 38 20 29 21 56 23 602 20 31 24 1579 32 24 144 45 41 20 31
internal_value=0 0.00274706 0.00278286 0.00275105 0.00237799 0.00098639 0.00174234 0.00129698 0.0010477 -0.000988212 0.00254589 0.00261794 0.000796171 0.00130946 0.00115027 0.000454441 0.00268644 0.00256801 0.00239088 0.00364232 0.00309242 0.00297214 0.00300799 0.0029659 0.00252301 0.000988695 0.00167239 0.00251322 0.00330158 0.000461276
internal_weight=0 2667 2626 2596 966 104 83 454 395 45 862 842 62 350 330 41 822 756 649 107 87 1630 1603 59 626 310 135 90 61 175
internal_count=3121 2667 2626 2596 966 104 83 454 395 45 862 842 62 350 330 41 822 756 649 107 87 1630 1603 59 626 310 135 90 61 175
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=31
num_cat=0
split_feature=4 3 2 2 484 52 39 40 1375 151 160 0 1 4 0 3 52 15 2 4 133 0 39 130 2 0 160 13 48 160
split_gain=0.0663935 0.0254384 0.0205682 0.0198813 0.0142432 0.0219036 0.0136562 0.0178234 0.0124301 0.0228208 0.0127106 0.0172483 0.0193366 0.0251842 0.0189879 0.0337403 0.0390337 0.0269668 0.015934 0.0178819 0.025905 0.0190958 0.0202377 0.0175379 0.0176166 0.0152031 0.0122856 0.0121265 0.013311 0.0305696
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.25063000000000007 0.096415000000000015 0.039215000000000007 -0.0091949999999999983 -0.08440499999999998 -0.16449999999999998 -0.044604999999999992 0.62940000000000007 -0.14832499999999996 0.077565000000000009 0.061775000000000004 -0.11173999999999999 -0.12711499999999995 -0.081429999999999989 -0.03241999999999999 0.14838000000000004 0.033845000000000007 0.10891500000000001 -0.097734999999999989 0.092440000000000008 0.09567500000000001 0.10060500000000001 -0.07384499999999998 0.08325500000000001 0.27020000000000005 0.093265000000000015 -0.40957499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 -1 26 9 -9 11 12 -10 -14 15 -13 -17 -18 19 21 23 -16 27 24 -21 -26 -8 28 -23 -30
right_child=3 -3 -4 -5 -6 -7 7 8 10 -11 -12 14 13 -15 18 16 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0049078754595636084 0.00096318372732469022 0.00061518627032318657 -0.00047007789582257037 -0.0017262119649482583 -0.00096562846512016326 0.0028325697962553746 -0.00088518127612769609 0.0032687795834372875 0.0063745323515666478 -0.0010554922064049887 7.1635148487985147e-05 0.0047349623150446203 0.0025820087453744772 0.0064369959454052151 0.0048675709953292824 -0.0031795930238845554 0.0031491434908608295 -0.0011907765916971999 0.0054079921776428825 0.001897057938333461 -0.00044768013626602369 0.0027146383361804655 -0.0004549389438969749 -0.00037366977852323782 0.0062073573842644694 0.002857530412230907 0.0020173038289483104 0.0048544180854223672 -0.0019155375799164175 0.0022999258535536487
leaf_weight=24 256 73 23 24 27 83 25 23 22 26 20 22 111 20 39 23 41 22 20 133 43 1712 21 23 20 42 35 25 20 123
leaf_count=24 256 73 23 24 27 83 25 23 22 26 20 22 111 20 39 23 41 22 20 133 43 1712 21 23 20 42 35 25 20 123
internal_value=0 0.00245681 0.00250739 0.00106199 0.00124483 0.00142088 0.00253338 0.00251155 0.00255162 0.000974268 0.00258251 0.00260274 0.00363126 0.00317056 0.00253518 0.00124034 0.000346362 0.00163362 0.00259814 0.00257261 0.00179551 0.00267716 0.00263222 0.00223797 0.00254601 0.00393812 0.000807935 0.0026667 0.00263722 0.00171035
internal_weight=0 2731 2658 390 366 339 2635 2611 2551 49 2502 2482 153 131 2329 108 86 63 2221 2201 261 1940 1901 218 195 62 60 1880 1855 143
internal_count=3121 2731 2658 390 366 339 2635 2611 2551 49 2502 2482 153 131 2329 108 86 63 2221 2201 261 1940 1901 218 195 62 60 1880 1855 143
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=31
num_cat=0
split_feature=4 3 3 2 10 48 41 16 43 12 149 10 1185 16 52 12 50 15 4 157 157 43 50 1186 46 40 15 43 0 13
split_gain=0.0537788 0.0206051 0.0187407 0.0166602 0.013999 0.0119184 0.0131892 0.0153474 0.0248981 0.0240075 0.0200687 0.0143288 0.0118246 0.0124256 0.0236452 0.0278793 0.0214592 0.027305 0.0178539 0.0249014 0.0162294 0.0154856 0.0137161 0.016782 0.0152086 0.0151003 0.0131665 0.0184254 0.0189196 0.0130023
threshold=0.26450500000000005 0.20828500000000003 0.63141500000000017 0.17025000000000004 -0.15282499999999996 0.12118000000000002 0.08178500000000001 -0.4179199999999999 -0.076124999999999984 -0.077884999999999996 0.07770500000000001 0.10223 0.089300000000000004 -0.14771999999999999 -1.0000000180025095e-35 0.080890000000000017 0.079410000000000008 0.035560000000000008 0.024790000000000003 -0.029304999999999998 0.0036600000000000005 0.08845500000000002 -0.23848499999999997 0.085175000000000015 0.084955000000000017 -0.08440499999999998 -0.089024999999999979 -0.076484999999999984 -0.06563999999999999 0.27266500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 -2 6 7 10 -9 -10 11 -6 13 14 -1 -16 17 -17 22 -20 26 -19 -15 24 25 -24 -21 -28 -29 -27
right_child=2 -3 -4 -5 5 -7 -8 8 9 -11 -12 -13 -14 18 15 16 -18 21 19 20 -22 -23 23 -25 -26 29 27 28 -30 -31
leaf_value=0.0055971420965943257 -0.00095378079378861014 0.00055366761102149749 -0.0020257854042574765 -0.00042307011241538695 0.0017949163966425241 -0.00080194872920401393 0.0033580312498308947 -0.0022433468298653941 0.0042246208153665071 0.00026264804997481404 0.0044636908438988035 -0.0010895183624234051 0.0039650263500445315 0.0046131492352578787 0.0046009916809756158 0.0027637069649244952 0.0042560359169901522 -0.0022640622937335417 -0.0015962406899780034 0.0010909280451502832 -0.00099758894371916552 0.0012980836222793544 0.00064344511348671024 -0.00017487743503547142 0.0050340216309996324 0.0022821185038057945 0.0015059033005003124 0.006200559844222406 0.0024643658177052261 0.0047835371529106946
leaf_weight=30 30 73 20 23 124 25 33 28 20 65 25 20 41 25 48 48 27 26 25 93 20 23 56 28 20 1985 63 23 33 21
leaf_count=30 30 73 20 23 124 25 33 28 20 65 25 20 41 25 48 48 27 26 25 93 20 23 56 28 20 1985 63 23 33 21
internal_value=0 0.00221113 0.000955794 0.00225665 0.00111696 0.00129967 0.00146647 0.00124511 0.000342928 0.00119488 0.00184835 0.0013943 0.00228004 0.00225341 0.00300655 0.0025547 0.00176259 0.00106854 0.0021898 0.00140236 0.00172549 -0.000592035 0.00228459 0.002257 0.00228971 0.00226309 0.00198238 0.00267907 0.00399887 0.0023083
internal_weight=0 2731 390 2658 370 340 315 282 113 85 169 144 2635 2594 202 172 124 97 2392 257 232 49 2135 2110 2082 2062 212 119 56 2006
internal_count=3121 2731 390 2658 370 340 315 282 113 85 169 144 2635 2594 202 172 124 97 2392 257 232 49 2135 2110 2082 2062 212 119 56 2006
is_linear=0
shrinkage=0.1


Tree=9191
num_leaves=31
num_cat=0
split_feature=4 3 4 9 123 3 12 10 40 13 16 3 3 3 123 15 457 43 42 1208 1213 0 52 1212 1213 1212 4 1447 42 0
split_gain=0.0440294 0.0181136 0.0180233 0.0172265 0.025001 0.0156095 0.0156927 0.016976 0.01481 0.0200675 0.0147854 0.022126 0.0194995 0.0309128 0.0146204 0.0151981 0.014392 0.012877 0.012451 0.0167498 0.0158438 0.020375 0.0173158 0.012285 0.0176813 0.0173638 0.0131339 0.0232766 0.0333689 0.063065
threshold=0.24564500000000003 0.20828500000000003 0.181285 -1.0000000180025095e-35 0.083965000000000012 0.63141500000000017 -0.10022999999999999 -0.15282499999999996 0.0046150000000000002 0.40528500000000006 -0.4179199999999999 -0.11255999999999998 -0.15121499999999996 -0.096099999999999977 0.088205000000000019 -0.40580499999999992 0.31508000000000008 -1.0000000180025095e-35 0.11387000000000001 0.099975000000000008 -0.021674999999999996 -0.071719999999999992 0.061605000000000007 0.11579500000000002 0.12439000000000001 0.10654500000000001 -0.082249999999999976 -0.085804999999999979 0.085730000000000015 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 -8 9 16 12 -12 17 -14 15 -13 18 -9 23 20 -20 22 -22 25 -25 26 27 -5 -29 -30
right_child=5 -3 -4 8 -6 -7 7 10 -10 -11 11 14 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0023412061029706491 0.0027165926011678363 0.00042209357497098685 0.0043995363452268071 -0.0002188622656588753 0.002325824386207387 -0.0018232069211080672 -0.0017604752249705297 0.0014293362968601287 -9.1402713042043626e-05 0.004785120334148546 0.00301937683973284 -0.0030934466199288445 0.0056503162137232724 0.0014713538276158612 0.00085627561244863747 0.00029926155795059777 -0.00050224283794787804 -0.00204012536028724 0.0028395183226694507 0.0031949972085705079 -0.0030353725480381402 0.0013761936826085731 0.00073139870377338448 0.0015328149405272249 0.004955089838606202 -0.00058243601961294189 0.0019638151168311995 0.0023208608446064478 0.0071887561101141549 0.0019895286212547447
leaf_weight=22 49 71 32 30 24 20 24 20 32 27 21 31 20 154 41 23 22 23 31 37 26 72 23 26 36 24 1545 521 43 51
leaf_count=22 49 71 32 30 24 20 24 20 32 27 21 31 20 154 41 23 22 23 31 37 26 72 23 26 36 24 1545 521 43 51
internal_value=0 0.00199817 0.00204081 0.00201169 9.37663e-05 0.000904123 0.00103847 0.000808145 0.00204634 0.00207355 0.00099327 8.18999e-05 0.00148045 0.00195169 -0.000567437 -0.0016484 0.00204412 -0.000426422 0.00206684 0.00128692 0.000822457 0.000305689 -0.0012673 0.00213161 0.00351994 0.00209273 0.00212205 0.00250106 0.00263374 0.0043679
internal_weight=0 2695 2624 2592 46 426 406 357 2546 2514 333 116 217 174 95 54 2487 43 2465 189 152 121 49 2276 62 2214 2190 645 615 94
internal_count=3121 2695 2624 2592 46 426 406 357 2546 2514 333 116 217 174 95 54 2487 43 2465 189 152 121 49 2276 62 2214 2190 645 615 94
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=31
num_cat=0
split_feature=1 48 454 124 33 455 48 49 1 15 3 49 16 12 9 483 10 4 1373 484 16 393 484 4 150 0 1 129 50 394
split_gain=0.0369025 0.0160504 0.0164994 0.0158084 0.0159818 0.0135937 0.0134233 0.0169445 0.0245278 0.0300991 0.0213187 0.0179079 0.0162064 0.0162762 0.0132821 0.015817 0.0168334 0.0257351 0.0131178 0.0150578 0.0148152 0.0324923 0.017691 0.0226051 0.0160986 0.0160878 0.0225261 0.014903 0.0191041 0.0144217
threshold=0.12000500000000001 0.13765500000000006 -0.082299999999999984 -0.076779999999999987 0.082285000000000011 0.093105000000000007 0.11376500000000002 -0.014169999999999999 0.085760000000000017 -0.094329999999999983 -0.081234999999999988 -0.066019999999999981 -0.0019699999999999995 0.085885000000000017 0.099965000000000012 0.098395000000000024 -0.3960249999999999 0.62931500000000018 0.078175000000000008 0.085790000000000019 -0.071359999999999993 1.0000000180025095e-35 -0.011854999999999999 -0.0078799999999999981 -0.086544999999999983 -0.13843999999999998 0.081670000000000006 0.11234000000000001 0.093975000000000017 -0.15150999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 10 -10 12 -11 13 -5 15 16 -2 -18 20 -20 22 24 23 -9 -22 26 -26 28 29 -24
right_child=14 -3 3 4 -6 -7 -8 18 9 11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.004219056892075709 0.00333925507624041 -0.00097118030257877853 0.00084236128511976397 0.0014963243037830884 0.0045245329334813343 0.0043513865199028738 0.0035483166877299461 0.0063004719902805626 -0.0030761607752841278 0.001777273156796582 0.003964843403082341 -0.00062409559575586041 0.0036314141005277635 -0.0017883633326908404 -0.0012666050628467929 0.0035934256340260616 0.00075337021699551287 -0.0028978785167315178 0.0055945462186355148 0.0017141081727459096 -0.0010297919004435905 -0.0023231210630564464 -0.00026002642861567437 0.0025716710399137812 0.0059404859585421429 0.0016111156437015552 0.0018193275586883021 0.0046695535490289333 0.00084720591635327686 0.002180761509341891
leaf_weight=28 22 21 169 48 22 21 43 21 24 75 40 53 21 22 32 20 239 21 20 20 22 21 25 72 21 1015 36 20 143 764
leaf_count=28 22 21 169 48 22 21 43 21 24 75 40 53 21 22 32 20 239 21 20 20 22 21 25 72 21 1015 36 20 143 764
internal_value=0 0.00178299 0.0018039 0.0017792 0.00184083 0.00181765 0.00179659 0.00176625 0.00103789 0.000173622 0.00204071 0.000782956 0.00119494 0.000463994 0.000670661 0.000875934 0.000683204 0.000458462 0.00185994 0.00365433 0.00182671 0.00157317 0.00209724 0.00341366 0.00164796 0.00170292 0.00333765 0.00196864 0.00191068 0.00210342
internal_weight=0 2787 2766 2738 2569 2547 2526 2483 283 152 131 128 91 70 334 302 282 260 2200 40 2160 1115 1045 93 1094 1072 57 952 932 789
internal_count=3121 2787 2766 2738 2569 2547 2526 2483 283 152 131 128 91 70 334 302 282 260 2200 40 2160 1115 1045 93 1094 1072 57 952 932 789
is_linear=0
shrinkage=0.1


Tree=9193
num_leaves=31
num_cat=0
split_feature=96 2 0 39 12 1 482 15 16 4 455 15 11 48 0 1446 403 52 4 1348 392 11 0 1424 1374 43 148 15 3 13
split_gain=0.0327941 0.0287213 0.0309824 0.0238327 0.0183916 0.0197498 0.0207025 0.0175086 0.0297844 0.0319781 0.0164921 0.0178251 0.0264282 0.0260899 0.0214293 0.0176469 0.0193091 0.0146892 0.0144031 0.0141134 0.0136996 0.0131277 0.0170546 0.0137207 0.0131116 0.0318428 0.0134699 0.0122515 0.0275501 0.0477215
threshold=0.090365000000000015 0.12043500000000001 0.062580000000000011 -0.020804999999999994 -0.26532499999999998 0.10752500000000002 0.090355000000000005 -0.41942499999999994 -0.4714549999999999 0.50644500000000015 0.093105000000000007 -0.13578499999999996 0.077695000000000014 0.088735000000000022 0.041630000000000007 0.088500000000000009 -0.083259999999999987 0.26746000000000009 -0.029144999999999997 0.090600000000000014 0.091685000000000003 0.097680000000000017 0.13134000000000004 1.0000000180025095e-35 0.086000000000000007 -0.083434999999999995 0.087555000000000008 1.0000000180025095e-35 -0.091869999999999993 -0.0057949999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -6 -7 8 -1 -10 11 12 -9 15 18 19 -17 -18 -15 20 21 22 23 24 26 -26 27 28 29 -13
right_child=-2 2 -4 4 5 6 -8 10 9 -11 -12 13 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0024542891596620146 -0.0024408680841415415 -0.0021896961302010588 -0.0029628613603894008 0.0038055902861136325 0.0022375410753963402 1.6611308048843721e-05 0.0032068065114562276 0.0021311672627954445 -0.0042793841988203072 0.00071241281147002046 0.004470619781031495 -0.0032940761829890752 0.0056229645051062115 0.0026786240031691018 -0.0024634096616258224 0.0054948201370121838 0.0014338870020765171 0.0042525579145428942 0.0005102373210218175 -0.001017605105880648 0.0041337686228375371 -0.00065251904074102639 0.0034960632566457652 0.0039354886780492964 0.0059850415447726853 0.00066351244155236563 0.0041198596241883937 0.0017483609555411284 0.001489412194317077 0.00097462601973491393
leaf_weight=37 21 23 22 24 81 176 23 163 21 33 21 34 25 37 21 23 64 26 178 20 22 25 49 25 22 23 20 1013 735 114
leaf_count=37 21 23 22 24 81 176 23 163 21 33 21 34 25 37 21 23 64 26 178 20 22 25 49 25 22 23 20 1013 735 114
internal_value=0 0.00152424 0.000669654 0.000914043 0.00114887 0.000921146 0.000385327 0.00163265 0.000268695 -0.00122884 0.00167931 0.0016571 0.0025955 0.00158512 0.000585592 0.00169162 0.00290899 0.00224817 0.000883402 0.00162617 0.00165157 0.00162506 0.00165304 0.00160757 0.00157789 0.00326515 0.00153826 0.00151103 0.00123876 -6.02178e-06
internal_weight=0 3100 349 327 304 280 199 2751 91 54 2660 2639 188 2451 236 2215 113 90 215 2102 2082 2060 2035 1986 1961 45 1916 1896 883 148
internal_count=3121 3100 349 327 304 280 199 2751 91 54 2660 2639 188 2451 236 2215 113 90 215 2102 2082 2060 2035 1986 1961 45 1916 1896 883 148
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=31
num_cat=0
split_feature=3 96 12 48 4 12 40 147 4 48 155 0 52 160 43 48 50 16 42 0 1416 51 16 16 16 402 402 42 42 401
split_gain=0.0292818 0.0212412 0.0180935 0.0164911 0.0156441 0.0188767 0.0210963 0.0146549 0.0210057 0.0152914 0.0216197 0.0186916 0.0163984 0.0173629 0.0156328 0.0126743 0.0111778 0.0113438 0.0114011 0.0121612 0.0113385 0.014096 0.0287698 0.0249485 0.0157998 0.0153564 0.0153055 0.027611 0.0292988 0.0170261
threshold=0.31370500000000007 0.087655000000000025 -0.42850999999999995 -0.22597999999999999 0.024790000000000003 -0.10022999999999999 0.051255000000000002 0.089810000000000015 0.41257000000000005 0.13765500000000006 0.10022500000000002 -0.18901999999999997 -0.24164999999999998 0.066685000000000008 -0.077044999999999988 0.086125000000000021 -0.23848499999999997 -0.11118499999999999 0.089015000000000025 -0.097024999999999986 1.0000000180025095e-35 0.089355000000000004 0.23311500000000004 -0.039889999999999988 -0.06421499999999998 0.2506000000000001 0.095140000000000016 0.091205000000000008 0.088060000000000013 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 16 -6 7 9 -9 10 11 15 -13 -14 -15 -7 -5 18 19 -18 21 25 23 24 -23 26 -19 28 29 -28
right_child=2 -3 -4 4 5 6 -8 8 -10 -11 -12 12 13 14 -16 -17 17 20 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0041578513464297761 0.0015992367696682258 -0.0014969596788287163 -0.0011662885732470361 0.0036851643274227776 0.0032643934182124213 0.0051080006418660999 -0.0021631899628449572 -0.00287748613981935 0.001310014795511961 -0.00135459294130366 -0.0020093784155324102 0.0027589936942416082 0.00070007548498326848 0.00065571824379730972 0.0035469429639892452 0.0015905424073571338 0.00044494954170659189 0.0014765801767767945 0.0042224040489860009 0.0027904718907423862 0.0033594547166308809 0.00085650986321431045 -0.0025589639379177244 0.0028136390442654612 -0.0018655369598418474 -0.001158436997294692 0.0036979956588515175 0.0055047720581149831 -0.0015823810324945954 0.00095260020359608059
leaf_weight=22 35 25 73 24 35 21 22 23 25 24 20 58 384 32 45 20 35 1662 28 60 31 145 24 61 25 21 58 26 20 37
leaf_count=22 35 25 73 24 35 21 22 23 25 24 20 58 384 32 45 20 35 1662 28 60 31 145 24 61 25 21 58 26 20 37
internal_value=0 0.00140579 -0.000270054 0.00143008 0.00140985 0.00100008 0.0008825 0.000985269 -0.000696496 0.00111892 0.00122127 0.00133665 0.00117427 0.00097489 0.0023454 0.00339217 0.00153857 0.00151549 0.00244902 0.00192633 0.00146108 0.00143277 0.000736362 0.00107873 0.000456209 0.00153013 0.00156144 0.00256175 0.00189637 0.00262874
internal_weight=0 3013 108 2988 2966 709 674 652 48 604 580 560 519 461 77 41 2257 2233 123 95 2110 2079 255 231 170 1824 1803 141 115 95
internal_count=3121 3013 108 2988 2966 709 674 652 48 604 580 560 519 461 77 41 2257 2233 123 95 2110 2079 255 231 170 1824 1803 141 115 95
is_linear=0
shrinkage=0.1


Tree=9195
num_leaves=31
num_cat=0
split_feature=0 96 1 399 3 12 40 4 1456 10 1185 457 9 0 1 1 0 13 1455 1453 12 1455 402 151 11 3 42 42 12 131
split_gain=0.0243618 0.0190596 0.0153957 0.0232265 0.0185375 0.0130116 0.0147368 0.0138342 0.0173004 0.0144795 0.0118702 0.0113533 0.01687 0.0150096 0.010843 0.0166073 0.0125808 0.0107732 0.0101812 0.0210537 0.0128904 0.0202986 0.0193109 0.0189759 0.01598 0.0224037 0.0295032 0.0320363 0.0185856 0.0254025
threshold=0.18019500000000002 0.090365000000000015 0.095950000000000021 1.0000000180025095e-35 -0.24190499999999995 -0.12529499999999996 0.051255000000000002 -0.008819999999999998 -1.0000000180025095e-35 -0.15282499999999996 0.089300000000000004 0.084740000000000024 0.089995000000000006 -0.23091999999999999 0.13743000000000002 0.11181500000000001 -0.062294999999999996 -0.49353499999999995 -0.23681499999999997 -0.13306499999999996 0.087695000000000009 -0.065979999999999983 0.2506000000000001 0.092070000000000013 0.080705000000000013 -0.087519999999999987 -0.0072999999999999992 0.086835000000000009 0.092855000000000007 0.087395000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 17 7 8 -7 -9 18 12 -11 -13 15 -10 -17 -6 -1 -20 23 -22 24 -21 25 26 28 -28 29 -23
right_child=-2 -3 3 -5 5 6 -8 9 14 11 -12 13 -14 -15 -16 16 -18 -19 19 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0029534013220109049 -0.0013733084585207205 -0.001833813835401088 0.0030194406359738044 -0.0020961808166466657 0.0010089078610162102 0.0039309964729472993 -0.0013603272337105966 -0.0016822867532027886 0.0008005490348065756 0.00069470882121909678 0.0031114832950697746 0.0011522484642531104 0.0035533406787594275 -0.0022285390999529447 -0.0010027902311689797 0.0044474379178136595 0.0016604551617922922 0.0036903437403640869 -0.0018861425388604404 0.0017088026288781151 -0.0016749584991484882 -0.00099241982939984701 -0.0016601530093517478 -0.0011981057018957749 0.0035057169024742419 0.0014687137044847871 -0.0035516523505280287 0.00064797905058814936 0.0020638847319279069 0.0026486208645143997
leaf_weight=40 36 20 43 25 31 25 31 28 158 335 40 24 22 29 21 25 46 29 20 950 25 66 23 23 31 782 34 39 93 27
leaf_count=40 36 20 43 25 31 25 31 28 158 335 40 24 22 29 21 25 46 29 20 950 25 66 23 23 31 782 34 39 93 27
internal_value=0 0.0012432 0.00126328 0.000907856 0.000996523 0.000888332 0.00077409 0.000866891 0.0014228 0.000517861 0.00140461 0.000668115 0.000870871 -0.000697616 0.00117198 0.00137141 0.00264179 0.00230494 0.00137289 0.00134298 0.00137383 0.00114252 0.00120685 0.00164009 0.00126836 0.00120173 0.000395635 -0.00130801 0.00106427 6.46565e-05
internal_weight=0 3085 3065 872 847 804 744 713 275 438 2193 410 357 53 250 229 71 60 2153 2113 2093 1120 1095 973 1072 1041 259 73 186 93
internal_count=3121 3085 3065 872 847 804 744 713 275 438 2193 410 357 53 250 229 71 60 2153 2113 2093 1120 1095 973 1072 1041 259 73 186 93
is_linear=0
shrinkage=0.1


Tree=9196
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 2 2 4 14 1 2 4 52 2 1 1 49 15 0 14 40 1 0 132 1 133 12 43 12
split_gain=5.74372 1.00611 0.501594 0.456833 0.299236 0.298469 0.24282 0.233614 0.227466 0.19217 0.175496 0.149408 0.139255 0.0846624 0.0798409 0.0720035 0.070933 0.0698742 0.0645369 0.0630504 0.0611563 0.0608383 0.0598931 0.0812998 0.0496711 0.0600169 0.0407937 0.0400281 0.0443805 0.0659986
threshold=0.10538500000000002 -0.059315 -0.029094999999999999 0.27834500000000006 0.13501500000000002 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.062539999999999984 -0.56176499999999996 0.094835000000000017 0.13534000000000004 0.13075500000000004 -0.054984999999999992 -0.059484999999999989 -0.23001499999999997 0.097795000000000007 -0.077714999999999992 0.085345000000000018 -0.098289999999999975 0.088890000000000011 0.15799000000000005 -1.0000000180025095e-35 0.095330000000000012 0.0010100000000000003 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 17 8 6 21 -8 9 11 14 22 -9 -13 -1 -14 26 -2 -16 -15 -11 -3 -4 -24 25 -7 -5 28 -21 -30
right_child=1 5 4 16 -6 24 7 12 -10 20 -12 13 15 19 18 -17 -18 -19 -20 27 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00050080438252667677 0.00032824086130954776 0.00019401081928189799 0.00048901437522766195 0.00021359656485351244 0.00029500063503978846 0.00011204936603300436 0.00042007098692694515 0.00036212940290419128 0.00028587861060688823 0.00058909063062578533 0.00027722386420554989 0.00052779788645230489 0.00023145250543383662 0.00034630173744583224 0.00042804576421283722 0.00012038809194287137 0.0001546623400226844 0.00044629873570087303 0.00028721135501449328 0.00046605767391902413 0.00046553636115847851 9.4040521867938485e-05 0.00038209580530235967 0.000469979667933804 0.00018276118801212779 -1.3380449621335547e-05 0.00031969246615043488 0.00042761403981479126 0.00034765265554143201 0.00046018953658912508
leaf_weight=26 23 44 878 22 39 55 30 29 26 67 71 46 164 26 29 26 24 119 22 358 20 50 45 402 23 20 38 315 33 51
leaf_count=26 23 44 878 22 39 55 30 29 26 67 71 46 164 26 29 26 24 119 22 358 20 50 45 402 23 20 38 315 33 51
internal_value=0 0.000252995 0.000458193 0.000359374 0.000465295 0.000198479 0.000225745 0.0002578 0.000468225 0.00047034 0.000347539 0.000466691 0.000235571 0.000446046 0.000412375 0.000216254 0.000244754 0.000427177 0.000367294 0.000441243 0.000560687 0.000140835 0.000479608 0.000461132 0.000103047 7.86014e-05 0.000280791 0.000444504 0.00045654 0.000415979
internal_weight=0 667 2454 226 2306 441 343 249 2267 2241 148 2154 219 829 77 190 84 142 51 783 87 94 1325 447 98 75 60 757 442 84
internal_count=3121 667 2454 226 2306 441 343 249 2267 2241 148 2154 219 829 77 190 84 142 51 783 87 94 1325 447 98 75 60 757 442 84
is_linear=0
shrinkage=0.00196078


Tree=9197
num_leaves=31
num_cat=0
split_feature=3 9 40 2 52 480 51 148 49 51 52 52 16 155 13 47 1 155 160 52 15 52 4 52 43 401 0 15 16 3
split_gain=0.0312442 0.0183523 0.0236651 0.0163898 0.0144384 0.0142573 0.0162648 0.0192256 0.0163565 0.0233019 0.0147761 0.0140871 0.0137804 0.0159908 0.0135452 0.0127937 0.0203176 0.0161563 0.0123039 0.0128771 0.0182419 0.0175984 0.037137 0.0124129 0.0123162 0.0151487 0.0123836 0.0112443 0.0139089 0.0111043
threshold=0.31370500000000007 -1.0000000180025095e-35 -0.07632499999999999 0.093320000000000014 0.048770000000000008 0.11747 0.24916000000000002 -0.10069499999999999 0.14233500000000002 0.11794000000000002 -0.45478499999999994 -1.0000000180025095e-35 0.40737000000000007 0.097110000000000016 -0.15714499999999998 0.080455000000000013 0.095950000000000021 0.083440000000000014 -0.39198499999999997 0.024145000000000003 -0.46743999999999997 0.10024500000000001 -0.064054999999999987 0.40674500000000008 -0.032879999999999993 -0.06959499999999999 -0.088099999999999984 -0.079929999999999987 -0.11676499999999999 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 27 6 7 -5 9 10 12 -10 -9 -14 -3 17 -17 18 23 20 -20 22 -21 -12 26 -26 -23 28 -2 -24
right_child=4 3 -4 5 -6 -7 -8 8 11 -11 15 -13 13 -15 -16 16 -18 -19 19 21 -22 24 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013071535665317843 0.0017121492795095863 0.0037346742770310044 -0.0022076011138657727 0.0043216562096495183 0.0014778117945431458 0.0038182453939779887 -0.0011912240950290912 0.00029764751088805501 0.0012861894203289863 0.0032966926359883721 -0.0025858738282251927 -0.0015863256685215198 0.0051370463932731321 0.0020625238157621446 0.0016902555732062022 0.0049149861359702694 0.0010010578294491603 0.0033314129364533495 0.0032717515916928005 0.0056948355606032744 0.00036813005508775699 -0.00026145674264230564 0.0025641198976543446 0.0008951258566230535 0.0019557467643887953 -0.00098223702926016239 0.0024676668691972735 -0.0028472824627027403 -0.0016222810830342873 -0.0002278069965541363
leaf_weight=53 22 33 30 20 34 21 28 32 31 55 21 38 21 87 1805 21 36 26 23 27 365 23 29 20 26 54 60 23 29 28
leaf_count=53 22 33 30 20 34 21 28 32 31 55 21 38 21 87 1805 21 36 26 23 27 365 23 29 20 26 54 60 23 29 28
internal_value=0 0.00150312 3.67603e-05 0.00154466 -0.00022797 0.00123782 0.00118722 0.00125107 0.00119104 0.00129858 0.00117634 -0.000295775 0.0021203 0.00266035 0.00172696 0.00100222 0.00244303 0.000885228 0.000791144 0.00089955 0.000540252 0.00146395 0.00263978 -0.000887825 0.000858007 -2.73923e-05 0.0017114 -0.00101171 -0.000183899 0.00119265
internal_weight=0 3013 83 2930 108 1092 1071 1043 1023 954 899 69 140 108 1838 759 57 702 676 635 388 247 84 41 163 80 83 74 51 57
internal_count=3121 3013 83 2930 108 1092 1071 1043 1023 954 899 69 140 108 1838 759 57 702 676 635 388 247 84 41 163 80 83 74 51 57
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=31
num_cat=0
split_feature=2 0 39 30 121 33 157 157 45 447 147 147 2 39 15 51 49 403 2 151 1 4 14 16 160 0 2 16 0 13
split_gain=0.0275455 0.021439 0.0173367 0.0141534 0.0184161 0.0179137 0.0104085 0.0183652 0.0115142 0.0127498 0.0135382 0.0161602 0.0113767 0.0187097 0.0178811 0.0321297 0.0240399 0.0183151 0.0182839 0.0147439 0.0144124 0.0131154 0.0130801 0.0128186 0.0118898 0.0116768 0.0204162 0.022489 0.0116766 0.0157813
threshold=0.13404500000000005 0.034820000000000011 -1.0000000180025095e-35 0.086065000000000016 -0.082399999999999987 -0.012019999999999998 -0.48214999999999997 -0.28320499999999993 0.084355000000000013 0.09481500000000001 0.097430000000000003 0.090425000000000019 0.095545000000000005 0.10076500000000001 -0.083359999999999976 0.035765000000000012 -0.0072499999999999986 0.092070000000000013 0.10188000000000001 -0.083034999999999984 0.097525000000000014 -0.0086549999999999978 -0.41076499999999994 -0.53943499999999989 0.51752500000000012 -0.080499999999999988 0.097605000000000011 0.051380000000000002 -0.072269999999999987 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 -8 9 10 11 12 23 14 16 17 21 19 -17 -16 25 -14 -18 -9 -25 -21 27 -27 -28 -30
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 -13 13 -15 15 18 22 -19 -20 20 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.0044444343890063468 -0.0022115644940640779 -0.0024988237507641317 0.00087847746758713493 1.0380038671827021e-05 -0.001443152144863482 0.0030653062227525211 -0.0007016668788288016 0.0036529546410873021 0.0036113953421590852 -0.00075079031737038387 0.0039622755233375802 -0.00097644770732066327 0.0003582512549612494 -0.0013485456968192011 0.0036473727548062538 0.0058735478242548803 0.0032932888864624227 0.0040429568002847112 0.0022685623090878569 -0.0011401391214790888 0.0020710038001570535 -0.0029738622476105339 0.00067999425294613979 0.0015064466647249192 0.0038451011165637865 -0.0034896181608062419 0.0034304285327876149 0.0010854530740867963 0.0016474679906662603 -0.00042781443809400562
leaf_weight=20 20 25 197 73 22 38 41 29 24 27 21 28 21 30 21 24 22 22 34 35 83 27 148 1834 22 21 22 22 114 54
leaf_count=20 20 25 197 73 22 38 41 29 24 27 21 28 21 30 21 24 22 22 34 35 83 27 148 1834 22 21 22 22 114 54
internal_value=0 0.000274207 0.000593681 0.00138503 0.00142079 0.00139908 0.00142171 0.0013988 0.00143087 0.0014112 0.00143337 0.00141304 0.00143892 0.00109467 0.00120406 0.00156283 0.000460186 0.00123935 0.00376028 0.00107355 0.000919559 -0.00151606 0.00101819 0.00156676 0.00153417 0.000562955 0.000818784 -0.00114888 0.0012641 0.000980413
internal_weight=0 242 217 2879 2806 2786 2764 2726 2685 2661 2634 2613 2585 700 670 452 218 394 58 372 351 48 170 1885 1856 268 233 43 190 168
internal_count=3121 242 217 2879 2806 2786 2764 2726 2685 2661 2634 2613 2585 700 670 452 218 394 58 372 351 48 170 1885 1856 268 233 43 190 168
is_linear=0
shrinkage=0.1


Tree=9199
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 2 4 47 14 2 34 43 16 4 11 11 0 0 12 1 4 47 12 3 43 131 2 475
split_gain=4.12262 0.549039 0.421544 0.346925 0.255816 0.178937 0.171813 0.129051 0.115047 0.115028 0.093277 0.0907253 0.091497 0.0887558 0.0933882 0.084508 0.0760143 0.086653 0.0696469 0.0664913 0.0944571 0.0569628 0.0540525 0.0522171 0.0490566 0.0469074 0.0656133 0.0452074 0.0645659 0.0401499
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.10124500000000002 0.088105000000000003 0.090285000000000018 0.10803500000000001 0.033845000000000007 0.13082500000000002 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 -0.066504999999999995 -0.039889999999999988 0.40473500000000007 1.0000000180025095e-35 0.080150000000000013 -0.12333499999999999 -0.092404999999999973 0.13597000000000004 0.081315000000000012 0.27834500000000006 0.081320000000000017 -0.042789999999999988 0.095270000000000007 -0.083134999999999987 0.082750000000000004 0.31358000000000003 -0.029109999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 -3 16 10 19 11 13 12 -5 21 23 -7 18 -18 -4 -8 -21 -1 -14 -15 -9 26 -6 28 -13 -16
right_child=1 3 6 9 25 15 8 24 -10 -11 -12 27 22 14 29 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00039504435833762671 0.00042689560152601514 0.00023145306368202039 0.00032500856236426854 0.00011089821443497356 0.00028406917589719223 0.00038404132610832167 0.00048244307686633317 0.00034670567333030432 0.00036246486802704174 0.00027376864080756665 0.00051391980586907801 0.00011796603837734828 0.00028384903625028172 0.0003334387859756836 0.00039096856900655173 0.00025249709863038291 0.00057187975440065758 0.0004450236358338404 0.00044182768370109156 0.00041764577922925904 0.00029502889455533494 0.00027175037568432926 0.00018515105763856576 0.00044259567255152662 0.00022133726957728034 0.00032177426384751625 0.00014328364027189273 0.00018968679814362058 -1.0949079056873042e-05 0.0004737631711912782
leaf_weight=25 52 179 20 45 35 57 58 28 171 34 26 59 32 63 32 28 37 47 1037 714 25 34 64 23 21 39 20 20 20 76
leaf_count=25 52 179 20 45 35 57 58 28 171 34 26 59 32 63 32 28 37 47 1037 714 25 34 64 23 21 39 20 20 20 76
internal_value=0 0.0002345 0.000416509 0.000215904 0.000359938 0.00026663 0.000427828 0.000385783 0.000408614 0.00016703 0.000402082 0.000151908 0.000183853 0.000390589 0.000410842 0.000340709 0.000444129 0.000500901 0.000439617 0.000418515 0.000413498 0.000323994 0.00021805 0.000362632 0.000292976 0.000269758 0.000232874 0.000106412 8.53293e-05 0.000449231
internal_weight=0 590 2531 538 422 264 2109 328 968 274 279 240 141 253 194 85 1141 84 1057 797 739 59 96 86 49 94 55 99 79 108
internal_count=3121 590 2531 538 422 264 2109 328 968 274 279 240 141 253 194 85 1141 84 1057 797 739 59 96 86 49 94 55 99 79 108
is_linear=0
shrinkage=0.00196078


Tree=9200
num_leaves=31
num_cat=0
split_feature=4 3 47 14 2 12 482 2 3 3 3 13 133 133 13 13 402 403 13 402 401 12 12 15 3 3 133 133 16 12
split_gain=0.031723 0.0142865 0.0124548 0.0105778 0.0131852 0.0144883 0.011503 0.0104642 0.0116587 0.0277742 0.0166772 0.0114321 0.0123353 0.0365769 0.0235541 0.0217139 0.0149489 0.0242005 0.0267826 0.0169698 0.0158639 0.014513 0.0257566 0.0180581 0.0366335 0.0158934 0.0146183 0.0281356 0.0141721 0.018053
threshold=0.26450500000000005 0.63141500000000017 0.14174500000000004 -0.24175999999999997 0.17025000000000004 0.15120000000000003 0.11816500000000001 0.14960000000000004 0.10893000000000001 0.12745000000000004 0.30112000000000005 -0.16152999999999998 0.11524500000000001 0.12330000000000001 -0.080759999999999985 -0.069964999999999986 0.095140000000000016 -0.023519999999999996 -0.081659999999999996 0.113945 0.10328000000000002 0.10388500000000002 0.098150000000000015 0.091475000000000015 -0.079979999999999982 -0.082879999999999995 0.26753000000000005 0.40431 -0.14771999999999999 0.080890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 11 -10 -11 -5 16 -14 -15 -16 28 18 -18 20 -19 22 23 25 -25 26 -17 -28 29 -13
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 -12 12 13 14 15 21 17 19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0036370207788422705 0.00078702996804290838 -0.0019569406361551957 -0.00075928229092493314 -0.00072579673375003048 -0.00047443637857213621 -0.00086510585742476196 0.0034309323553720281 0.0037545487082198911 -0.0026764621755795645 0.0030495492170198955 0.00015293272444978357 0.0043133412480528934 -0.002574478910362814 0.0047222513495944439 -0.0012390681228487555 0.0036687921156408269 0.0068163747582584621 0.0043678193665450307 0.0019721318790245626 0.00099725061983917855 0.0011306588208147637 7.7920344327659619e-05 0.0042007052763484614 -0.0031641544045313548 0.0023658579438924788 0.004202240405049032 -0.001815367410718291 0.0026342561530570191 0.0015999915627402798 0.0019103140798540188
leaf_weight=26 370 20 22 20 30 23 36 23 21 35 46 44 25 20 33 20 25 41 21 80 24 56 39 23 25 26 27 30 1782 108
leaf_count=26 370 20 22 20 30 23 36 23 21 35 46 44 25 20 33 20 25 41 21 80 24 56 39 23 25 26 27 30 1782 108
internal_value=0 0.000646314 0.00161045 0.0016297 0.00161025 0.00163382 0.00165567 0.00163104 0.00161204 0.000564347 0.00140456 0.00165532 0.00167477 0.00110001 0.00140724 0.0011696 0.0017624 0.00260639 0.00460487 0.00197239 0.00317256 0.00149272 0.00190971 0.001318 -0.00028394 0.00206453 0.00134271 0.00052654 0.00167905 0.00260593
internal_weight=0 390 2731 2709 2683 2653 2630 2594 2571 102 81 2469 2449 324 299 279 2125 191 46 145 65 246 190 151 48 103 77 57 1934 152
internal_count=3121 390 2731 2709 2683 2653 2630 2594 2571 102 81 2469 2449 324 299 279 2125 191 46 145 65 246 190 151 48 103 77 57 1934 152
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=31
num_cat=0
split_feature=2 0 1 1213 1213 1348 133 133 11 15 12 481 39 160 12 4 4 160 156 1185 457 2 4 16 150 43 4 1201 1 16
split_gain=0.0274027 0.0165128 0.0144189 0.0279234 0.0558804 0.0155892 0.0151293 0.0163225 0.0144129 0.0149588 0.0170371 0.0150313 0.0143133 0.0142639 0.0138343 0.0182679 0.0230297 0.0160946 0.0158072 0.0127699 0.0131591 0.0183454 0.0365742 0.0200747 0.015023 0.0130856 0.0191592 0.014375 0.0121366 0.0152548
threshold=0.13404500000000005 0.034820000000000011 0.08592000000000001 0.0036000000000000003 0.18587500000000004 1.0000000180025095e-35 -0.54656499999999986 -0.53082999999999991 0.099410000000000012 0.11773500000000002 0.094225000000000017 -0.08347499999999998 -1.0000000180025095e-35 -0.52439499999999983 0.08401500000000002 -0.080364999999999978 -0.078809999999999977 0.3961050000000001 0.14949500000000002 0.088895000000000016 0.041220000000000007 0.086950000000000013 -0.0092149999999999992 -0.008069999999999999 0.086730000000000015 -0.53814999999999991 -0.51843499999999987 -0.080364999999999978 0.08864000000000001 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 5 -5 8 -1 -8 9 11 -11 -4 -2 -13 -15 18 -17 -18 28 20 25 -22 24 -24 -23 -9 -27 -28 -16 -30
right_child=1 -3 3 4 -6 -7 7 19 -10 10 -12 13 -14 14 15 16 17 -19 -20 -21 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0043427347714714423 -0.0019496060698293149 -0.0021147263608872892 -0.0012957415228205113 -0.0048577026081726548 0.002445747422752902 -0.00061903259511170703 -0.00096014899277361123 -0.00081862699395666516 0.0036486785563353734 0.0047983515961095699 0.0012067626837441432 0.0037549127983352681 0.00085810349100661767 0.00076619878521673001 0.0011159067971415685 -0.0021425006177742032 0.0011757822344795161 0.0041015065228566534 2.7126296084712853e-05 0.0036586338271930191 0.0046791653486809902 0.0014939107294396862 0.0056440560245671527 0.0014870835846522825 -0.0022535173795040463 0.0039953024652335913 0.0040812844277492598 0.0014462711801345968 0.0051022344346468651 0.0024728379956765203
leaf_weight=20 20 25 24 22 20 43 25 24 26 25 28 22 197 434 28 20 314 20 22 30 31 23 26 21 20 31 21 1466 36 57
leaf_count=20 20 25 24 22 20 43 25 24 26 25 28 22 197 434 28 20 314 20 22 30 31 23 26 21 20 31 21 1466 36 57
internal_value=0 0.000318951 0.00142689 0.00115068 -0.00137987 0.00124739 0.00160821 0.00157638 0.00132339 0.0012647 0.00290091 0.00117594 0.000599328 0.00123818 0.00117871 0.00153893 0.0011536 0.00135098 0.00249283 0.00161384 0.00157695 0.00258114 0.00185849 0.00378669 -0.000249079 0.00149815 0.00153478 0.00148348 0.00294114 0.00349067
internal_weight=0 242 2879 1141 42 1099 1738 1718 1056 1030 53 977 217 953 931 497 354 334 143 1693 1663 121 90 47 43 1542 1518 1487 121 93
internal_count=3121 242 2879 1141 42 1099 1738 1718 1056 1030 53 977 217 953 931 497 354 334 143 1693 1663 121 90 47 43 1542 1518 1487 121 93
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=31
num_cat=0
split_feature=2 12 2 0 0 30 121 33 0 52 146 1416 1 399 3 10 457 16 52 16 16 0 456 43 4 15 15 4 13 0
split_gain=0.0221961 0.0139293 0.0252474 0.01315 0.0159492 0.0130495 0.0154036 0.014819 0.01299 0.0107335 0.00955493 0.00963157 0.0116975 0.0245547 0.0184043 0.0151537 0.0150901 0.0124803 0.0165229 0.0118209 0.0234953 0.0137014 0.0119392 0.0117818 0.0216013 0.0232494 0.0561574 0.0227917 0.015792 0.0216409
threshold=0.13404500000000005 -0.42850999999999995 0.31358000000000003 -0.074824999999999989 -0.10474999999999998 0.086065000000000016 -0.082399999999999987 -0.012019999999999998 -0.062294999999999996 0.070205000000000017 0.085195000000000007 1.0000000180025095e-35 0.095695000000000016 1.0000000180025095e-35 -0.24210499999999999 -0.0093599999999999985 0.084740000000000024 0.19444000000000003 0.070205000000000017 0.083160000000000026 0.062650000000000025 0.062580000000000011 0.086895000000000014 -0.0019149999999999998 0.0045450000000000013 0.084510000000000016 -0.0072999999999999992 -0.0039549999999999993 -0.089109999999999981 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 -8 -5 -10 11 12 15 14 -14 -9 -16 19 -19 20 21 23 -21 -17 25 26 27 -25 -27 -30
right_child=1 2 -4 8 -6 -7 7 10 9 -11 -12 -13 13 -15 16 17 -18 18 -20 22 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.004083839179365896 0.0028147134839673527 0.00044279084029811915 -0.0027477366018242074 0.0028625576037059849 -0.0028948240558913148 -3.5754531822869018e-05 -0.0012864133454224265 0.0041306555643677708 0.0011947593508301762 -0.0010210487525910139 0.0033058801627097035 0.002974482663729064 0.0034635417910035826 -0.0025556140602566303 0.0010718304494082532 0.0016441119615085197 -0.0005517262831115379 0.00095999902181434808 -0.001811088415706763 0.0033639134925995337 -0.0017773576212399033 -0.00088472079997882263 0.0005366896046325565 0.0026864912471194803 0.0022096169495581116 -0.00030194545896457779 -0.0040468822138791443 -0.00065682353041748604 0.0030643021107500642 0.00092661184951280942
leaf_weight=20 20 41 28 30 22 73 22 20 69 32 24 34 29 20 480 1212 65 208 24 59 23 25 20 38 127 56 32 44 68 156
leaf_count=20 20 41 28 30 22 73 22 20 69 32 24 34 29 20 480 1212 65 208 24 59 23 25 20 38 127 56 32 44 68 156
internal_value=0 0.000287056 5.93389e-05 0.000464484 -0.000722725 0.0012842 0.00131854 0.00129869 0.00103543 0.000492721 0.00131926 0.00130186 0.00128085 0.000888799 0.00100881 0.00139111 0.000878195 0.00136492 0.000673335 0.00145118 0.00139808 0.00143963 0.00264816 0.00147316 0.00107548 0.000709902 -0.000493981 0.000892517 0.00120005 0.00157555
internal_weight=0 242 222 194 63 2879 2806 2786 131 101 2764 2740 2706 594 574 2112 545 2092 232 1860 1781 1758 79 1733 521 394 114 82 280 224
internal_count=3121 242 222 194 63 2879 2806 2786 131 101 2764 2740 2706 594 574 2112 545 2092 232 1860 1781 1758 79 1733 521 394 114 82 280 224
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=31
num_cat=0
split_feature=11 9 34 97 40 47 45 2 40 2 160 454 400 51 51 43 12 1209 1208 1210 12 13 475 133 157 1429 51 151 51 159
split_gain=0.0212011 0.0226763 0.0162577 0.0165536 0.0233479 0.0127076 0.0158851 0.0112971 0.0188858 0.0137849 0.0122176 0.0125308 0.0118476 0.0115089 0.027612 0.0215849 0.0169834 0.0160505 0.0163013 0.0180614 0.0300664 0.0167257 0.0162155 0.027439 0.0294713 0.0144684 0.0192245 0.0145996 0.0135516 0.0118015
threshold=-0.072629999999999986 0.099965000000000012 -0.11726499999999999 -0.0047149999999999996 -0.07632499999999999 0.14174500000000004 0.084355000000000013 0.097070000000000004 0.0064400000000000004 0.097385000000000013 0.50959500000000013 -0.064694999999999989 -0.054869999999999995 -0.13782999999999998 -0.096089999999999981 -0.085154999999999995 0.085635000000000003 0.082105000000000011 0.10837500000000001 -0.087109999999999979 0.086345000000000019 -0.050064999999999991 -0.085684999999999997 0.08622500000000001 -0.081364999999999979 -1.0000000180025095e-35 -0.086719999999999978 -0.15599999999999997 -0.21717499999999998 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 13 9 -9 11 -11 -13 15 16 -5 -15 22 19 21 -21 -19 23 24 -16 -24 -27 -28 -17 -29
right_child=1 -3 3 5 -6 -7 -8 8 -10 10 -12 12 -14 14 17 28 -18 18 -20 20 -22 -23 25 -25 -26 26 27 29 -30 -31
leaf_value=-0.0020804794410997558 0.0039102168343517754 -0.0013531664109511956 0.00084886249758049171 0.0051743850289356144 -0.0032038360035845214 -0.00096761720467059475 0.0031776316456484776 -0.0016480700304964558 -0.0014199604666126626 -0.0014096417986729649 -0.001436212927219458 -0.00060201294805952604 0.0012052168497460655 0.00054036323160219649 0.0067636192564598536 0.00050939071443281139 -0.0032831746885286909 -0.0010423491289839151 -0.00012586002315705022 0.0064996028239838787 0.0023401109495592353 0.0027730885108380957 0.0032637389947570137 0.00036194091197103265 0.0019449289084877818 -0.0017263684290810489 -0.00083642325102905365 0.0012275974247598371 0.0031661023662309163 -0.00030574657408019101
leaf_weight=21 21 37 44 21 21 28 39 20 35 20 20 38 799 26 22 48 21 20 24 25 57 27 31 35 30 24 37 1446 32 52
leaf_count=21 21 37 44 21 21 28 39 20 35 20 20 38 799 26 22 48 21 20 24 25 57 27 31 35 30 24 37 1446 32 52
internal_value=0 0.00110764 0.00113737 0.00111823 -0.000460471 0.0011527 0.00117283 0.00114596 0.000858921 0.000947841 0.00100704 0.00106406 0.00112317 0.00128121 0.00122525 0.00232107 -0.00116803 0.00128672 0.0022672 0.00271242 0.00360825 0.0011495 0.00119727 0.00252661 0.00398361 0.00112453 0.00108199 0.0011259 0.00157208 0.00117437
internal_weight=0 3100 3063 3042 65 2977 2949 2910 932 897 877 857 837 1978 1877 101 47 1830 153 129 82 47 1677 87 52 1590 1559 1535 80 1498
internal_count=3121 3100 3063 3042 65 2977 2949 2910 932 897 877 857 837 1978 1877 101 47 1830 153 129 82 47 1677 87 52 1590 1559 1535 80 1498
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=31
num_cat=0
split_feature=1 3 124 4 3 2 15 42 14 2 1 12 159 150 147 2 2 2 49 1 2 4 3 12 1 0 47 51 160 48
split_gain=8.48323 1.46727 0.732652 0.630804 0.495815 0.45789 0.284001 0.278945 0.270046 0.24493 0.189114 0.171026 0.15243 0.145782 0.136598 0.147371 0.165324 0.117744 0.11451 0.102605 0.0978545 0.0839264 0.0806438 0.0796325 0.121022 0.105609 0.0690615 0.0585993 0.0555641 0.053136
threshold=0.10508500000000001 -0.059315 -0.076779999999999987 0.27834500000000006 0.31534000000000006 0.099185000000000009 -0.21699999999999997 -0.0060199999999999993 0.062655000000000016 0.14122000000000004 0.12765500000000005 -0.42850999999999995 0.082585000000000006 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.10613000000000002 -0.090999999999999984 -0.054984999999999992 0.13075500000000004 0.15950500000000004 0.042705000000000007 0.10299500000000002 0.087695000000000009 0.085605000000000014 -0.12333499999999999 0.10350500000000001 0.067785000000000012 0.085130000000000011 0.14174500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 18 6 8 10 -1 17 13 -3 -6 14 21 15 -8 -17 -4 -2 -5 -13 -7 23 24 27 28 -20 -19 -26 -18
right_child=1 4 5 19 11 9 12 -9 -10 -11 -12 20 -14 -15 -16 16 29 22 26 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00053519006088083873 0.00039788242048390991 0.00030345899316183976 0.00043995588272477957 0.0003542396733598187 0.00023092866606530356 0.00056196736836009213 0.00024229241900292097 0.00032707819679497741 0.00070109659151809949 0.00037385740431870987 0.00014456946719886758 0.00011969380406793258 0.00022944874667069491 0.00040086255828831709 0.00024852482335105381 0.00050342792973798861 0.00038655488598503273 0.00060412820220608315 0.00059086760020339764 0.00020254435694131245 -4.9611459547926842e-05 0.00050000038078190699 0.00046047735941030229 0.00057298382004743404 0.00039034210437653108 0.00058367507565550657 0.00049663393737270768 0.00066768059687229728 0.00053027908445573324 0.00027369774057460792
leaf_weight=40 23 48 22 60 35 270 25 65 77 41 72 35 50 30 39 44 53 652 67 24 21 122 20 913 20 91 54 61 24 23
leaf_count=40 23 48 22 60 35 270 25 65 77 41 72 35 50 30 39 44 53 652 67 24 21 122 20 913 20 91 54 61 24 23
internal_value=0 0.000318029 0.000566597 0.000445935 0.000252495 0.000573777 0.000285679 0.000406359 0.00058738 0.000518543 0.000208125 0.000123406 0.000325451 0.0005326 0.000351538 0.000379245 0.000407777 0.000582524 0.000524706 0.000310898 5.62043e-05 0.000542682 0.000584285 0.000585691 0.000599373 0.000545541 0.000548813 0.000609565 0.000466671 0.000352401
internal_weight=0 673 2448 228 445 2343 354 105 1880 463 120 91 234 422 184 145 120 1803 144 84 56 392 1781 1761 848 135 121 713 44 76
internal_count=3121 673 2448 228 445 2343 354 105 1880 463 120 91 234 422 184 145 120 1803 144 84 56 392 1781 1761 848 135 121 713 44 76
is_linear=0
shrinkage=0.00196078


Tree=9205
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 2 2 2 1 2 14 0 1 4 1 4 52 4 49 0 50 0 40 1 1 0 48 4 0 3
split_gain=6.52032 1.07169 0.604634 0.447292 0.369849 0.351553 0.255128 0.239913 0.230139 0.213327 0.195672 0.123894 0.179885 0.106236 0.124028 0.0890492 0.0823127 0.0809253 0.0801526 0.0772425 0.0753654 0.0687582 0.0632378 0.0628111 0.0590214 0.052452 0.0703112 0.0764536 0.0990881 0.0508948
threshold=0.10538500000000002 -0.059315 -0.080389999999999989 0.27834500000000006 0.095545000000000005 0.14753000000000002 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13404500000000005 0.062655000000000016 -0.10607499999999999 0.083345000000000016 -0.013125 0.093100000000000002 -0.062539999999999984 -0.53964499999999982 0.0082450000000000006 -0.054984999999999992 -0.14832499999999996 0.041865000000000006 0.14486500000000005 -0.077714999999999992 0.13075500000000004 0.13534000000000004 -0.085669999999999982 0.093265000000000015 -0.39518999999999993 -0.060129999999999996 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 16 10 6 22 -8 -1 13 11 12 -4 21 -15 -9 -2 25 -18 -14 -7 29 -3 -5 -17 -13 27 -27 -29 -6
right_child=1 5 4 23 9 20 7 15 -10 -11 -12 17 19 14 -16 24 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00047130868871099441 0.00053545693174386632 0.00022236042985536569 0.00053436402765820261 0.00031214056043502161 0.00056272870992536597 9.1906885467347947e-05 0.00040508230091728991 0.00037101342550019167 0.00027751614506651544 0.00034101431065348205 0.00062210873361945448 0.00054042927308209658 0.00043117737214939266 0.00046483141775125587 0.00034368092062526506 0.00025533201834004301 0.00032160291874330809 0.00046108440514288696 0.0004573688359992576 0.00028472602312617438 0.00022020917592247835 0.00041575601242263528 0.00012043772405926503 0.00019345270436305821 0.00014866062005021005 0.00059805926349427963 0.00042279128496553381 0.00051857102303904431 0.00038525065782342156 0.00049730381980289369
leaf_weight=38 39 44 61 60 59 75 53 23 62 49 71 543 45 224 38 150 21 80 82 20 23 32 50 24 23 45 30 832 22 203
leaf_count=38 39 44 61 60 59 75 53 23 62 49 71 543 45 224 38 150 21 80 82 20 23 32 50 24 23 45 30 832 22 203
internal_value=0 0.000281855 0.000500486 0.000391646 0.000506829 0.00022559 0.000255182 0.000288039 0.000351157 0.000465041 0.000521284 0.000517018 0.000457887 0.000475971 0.00044726 0.000256389 0.000458738 0.000521819 0.000429688 0.000386115 0.000122019 0.000501557 0.000168146 0.00027823 0.00024115 0.00052512 0.000516171 0.000519287 0.000515137 0.000512037
internal_weight=0 667 2454 226 2354 441 343 249 100 605 1749 1678 126 556 262 196 142 1552 103 65 98 294 94 84 173 1472 929 899 854 262
internal_count=3121 667 2454 226 2354 441 343 249 100 605 1749 1678 126 556 262 196 142 1552 103 65 98 294 94 84 173 1472 929 899 854 262
is_linear=0
shrinkage=0.00196078


Tree=9206
num_leaves=31
num_cat=0
split_feature=1 4 484 41 16 16 0 52 9 132 2 147 48 151 15 49 12 472 1455 1453 13 132 0 13 402 43 0 52 475 1
split_gain=0.0436041 0.0224921 0.0177016 0.0166367 0.0148305 0.0233637 0.0130295 0.0127462 0.012469 0.0120318 0.0119809 0.0113559 0.0123561 0.011153 0.0353494 0.0155503 0.00999832 0.00986358 0.00926278 0.016546 0.0110995 0.0192178 0.0194751 0.0171051 0.020273 0.0247467 0.0149301 0.0144535 0.0127005 0.026852
threshold=0.095950000000000021 -0.010655 -0.020124999999999994 0.093890000000000015 0.40737000000000007 -0.015314999999999997 0.034820000000000011 1.0000000180025095e-35 -0.090799999999999978 0.091440000000000007 0.11704500000000001 0.10100500000000003 0.13983000000000004 1.0000000180025095e-35 -0.077844999999999984 -0.079429999999999987 0.093965000000000007 -0.072204999999999978 -0.23681499999999997 -0.13306499999999996 0.0036400000000000004 0.10240500000000001 -0.090644999999999989 0.17001000000000002 0.095250000000000015 -0.14386499999999997 -0.052984999999999997 -1.0000000180025095e-35 -0.088274999999999978 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 6 5 10 8 16 -3 11 -4 12 13 15 -15 -10 -7 -6 -1 -20 28 22 27 24 25 -24 -27 -22 29 -21
right_child=1 3 4 -5 17 7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0035467346721998181 0.0042877212516032161 0.0030784855948392462 0.003442277166394371 0.0036054442547971293 0.0013022811424889371 0.00035903894846948486 -0.0013255242964830894 0.0025300032226368788 -0.0012719906637600313 -0.00099038895741860211 0.00076990321953780954 -0.0014488017826806755 -0.0014430533401900902 0.0003732611079730334 0.0057656367437448359 0.0011008307004781324 -0.002128819051431492 0.0034826854393833272 -0.00085196381434798256 0.0025288553762116603 0.0053485075689174919 -0.0014823641092516484 -0.0028757342835888269 0.0025474367119519541 0.0034778807843104005 0.00032070056912365612 0.0027107774396426978 0.0021971493901853751 0.0021885356135651654 -0.0017137491531544723
leaf_weight=40 28 24 51 21 32 84 29 22 30 37 25 20 20 31 20 348 20 59 20 35 22 20 20 82 25 113 34 43 1740 26
leaf_count=40 28 24 51 21 32 84 29 22 30 37 25 20 20 31 20 348 20 59 20 35 22 20 20 82 25 113 34 43 1740 26
internal_value=0 0.00121392 0.00188553 0.000842223 0.00165597 0.00117845 0.000738417 0.000343198 0.00085135 0.000745715 0.00256321 0.000882678 0.00098653 0.0010998 0.00248792 0.000912512 -0.000119395 0.00271595 0.00203877 0.0020111 0.00203761 0.00152987 0.00170759 0.00133842 0.000822073 0.000424496 0.000873507 0.00326376 0.00213881 0.000720532
internal_weight=0 901 321 580 293 202 559 126 530 506 76 469 449 429 51 378 104 91 2220 2180 2160 359 339 274 192 167 147 65 1801 61
internal_count=3121 901 321 580 293 202 559 126 530 506 76 469 449 429 51 378 104 91 2220 2180 2160 359 339 274 192 167 147 65 1801 61
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=31
num_cat=0
split_feature=4 2 3 42 42 42 49 150 1 1 40 13 151 14 1453 1427 157 51 13 1416 0 0 48 11 1 14 1 1212 1213 0
split_gain=0.0359893 0.013411 0.013347 0.0122192 0.0155689 0.0133817 0.0122805 0.0200779 0.016018 0.0154039 0.0108915 0.0124284 0.0112946 0.0138807 0.0130449 0.0124324 0.0172099 0.0106073 0.018786 0.0101616 0.0116558 0.0236168 0.0178033 0.0168009 0.0216301 0.0196395 0.0180894 0.0155212 0.0185851 0.0226395
threshold=0.26450500000000005 0.25063000000000007 0.20828500000000003 0.09112000000000002 0.075730000000000006 0.096450000000000022 -0.0072499999999999986 0.12068000000000002 0.12165500000000001 0.13756000000000004 0.0046150000000000002 0.40528500000000006 0.26900000000000007 0.10189000000000002 0.10676500000000001 0.088585000000000011 -0.077234999999999984 0.24916000000000002 -0.061684999999999997 1.0000000180025095e-35 -0.07929499999999999 -0.079829999999999998 0.11376500000000002 1.0000000180025095e-35 0.09202500000000001 0.077685000000000018 0.093400000000000025 0.11930500000000001 0.104315 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 6 -5 7 -2 -8 -10 11 12 13 14 15 17 -17 19 -19 20 21 22 23 24 27 -25 -26 28 -1 -30
right_child=1 -3 -4 5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=0.0019568018534454755 -0.0021535219634674359 -0.0015680147655075416 0.00041492848652287403 -0.0021802186834342457 0.0031956033325488014 0.00056059063920460919 0.0023797776470479521 0.0019650199229363351 -0.0010782612518270094 0.0014583176824324315 5.7985555354712746e-05 0.0039436711895245091 -0.00037224775915092325 -0.00075323219837931292 0.0043103714296150774 0.0052842911507468672 0.0013643407207425862 0.0020839929569046946 -0.0020278713712468745 0.0038978991480847903 0.0015004191252054543 0.0046008786588737907 0.004124756875431298 0.0058527849360623142 -0.0018192612240090966 0.0021329843885177983 0.0011274145062081518 0.0045402433437464595 -0.0013250130971965311 0.00229549512958094
leaf_weight=1146 29 24 73 23 35 79 79 20 39 62 36 27 24 21 21 24 21 25 20 23 898 33 35 22 25 40 125 22 39 31
leaf_count=1146 29 24 73 23 35 79 79 20 39 62 36 27 24 21 21 24 21 25 20 23 898 33 35 22 25 40 125 22 39 31
internal_value=0 0.000721973 0.0017489 0.000872136 0.00123129 -5.7435e-05 0.000931066 -0.000472484 0.00131314 0.000478847 0.00178554 0.00180926 0.00178705 0.00180721 0.00182829 0.00180768 0.00345498 0.00177784 0.000256498 0.00180591 0.00178599 0.00195493 0.00189613 0.00184234 0.0017704 0.00345291 0.000636302 0.00190781 0.00186018 0.000278355
internal_weight=0 390 2731 366 264 102 229 49 180 101 2658 2622 2595 2571 2550 2529 45 2484 45 2439 2416 1518 1485 1450 1388 62 150 1238 1216 70
internal_count=3121 390 2731 366 264 102 229 49 180 101 2658 2622 2595 2571 2550 2529 45 2484 45 2439 2416 1518 1485 1450 1388 62 150 1238 1216 70
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=31
num_cat=0
split_feature=2 1 399 3 0 39 133 149 457 43 1 15 15 15 2 42 39 483 2 1 0 16 48 1 130 11 1186 133 52 399
split_gain=0.0297667 0.0151769 0.0205226 0.0143263 0.0122446 0.0124198 0.011241 0.0202768 0.0137221 0.0110913 0.00936899 0.00914392 0.0184096 0.0127676 0.0103127 0.0118257 0.0124878 0.00949243 0.00878031 0.0125939 0.00995405 0.00870654 0.00854973 0.00849694 0.00821252 0.0169069 0.0143772 0.0143268 0.0113779 0.010585
threshold=0.13404500000000005 0.095950000000000021 1.0000000180025095e-35 -0.24190499999999995 0.034820000000000011 -1.0000000180025095e-35 0.087035000000000015 0.077335000000000015 0.094310000000000019 -0.085154999999999995 0.10727500000000002 -0.24436499999999997 -0.46471999999999997 -0.41942499999999994 -0.0091949999999999983 -0.08298999999999998 0.085060000000000011 0.087605000000000002 0.31765000000000004 0.13657000000000002 -0.055064999999999996 0.042200000000000008 0.085875000000000021 0.10389500000000002 -0.072444999999999982 0.086080000000000018 0.068350000000000008 -0.085499999999999979 0.08568000000000002 -0.087464999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 23 5 -2 7 8 11 -8 -10 12 17 -14 -13 -16 -17 -5 19 20 21 -7 -11 -3 27 26 29 -1 -29 -26
right_child=4 2 -4 6 -6 18 9 -9 10 22 -12 14 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00043430688577548912 -0.0017395961208967491 0.0014264178961093422 -0.002011754845734686 0.0029733697305865856 -0.0017023579757660626 0.0013959585676486821 -0.001431900781268875 0.0042841982022351162 0.00097822840092703705 0.0013972699953022866 -0.0020459931582168102 -0.00032612281782483615 -0.00274763905485584 0.00069957597269898377 -4.0132175864917892e-05 0.0016807887349474891 0.0037379148366832823 0.00012093808385543526 0.0027587171093645425 -0.00035197335874309415 0.0026434856681398266 -0.0011295216530561448 -0.00089256431145424194 0.0041917832707986232 0.0033031569189719253 -0.0010597063299349469 0.0034548269915500316 0.0042803658093114134 0.0018021614261670039 0.001595933975515337
leaf_weight=24 20 20 20 28 25 43 30 22 20 63 21 27 22 21 35 279 33 20 22 74 38 20 22 25 37 23 44 44 32 1967
leaf_count=24 20 20 20 28 25 43 30 22 20 63 21 27 22 21 35 279 33 20 22 74 38 20 22 25 37 23 44 44 32 1967
internal_value=0 0.00154806 0.001146 0.0012378 0.000393319 0.000634756 0.00111708 0.00131221 0.001183 0.00022117 -0.000570763 0.00133763 0.000438639 -0.00106412 0.00155637 0.00170284 0.00189837 0.00178486 0.000875807 0.000639098 0.00136523 0.000594219 0.000804607 0.00296273 0.00167917 0.00163644 0.00166671 0.00256429 0.00323691 0.00162745
internal_weight=0 2879 708 688 242 217 643 528 506 115 41 465 91 43 374 347 312 48 197 175 101 63 85 45 2171 2071 2048 100 76 2004
internal_count=3121 2879 708 688 242 217 643 528 506 115 41 465 91 43 374 347 312 48 197 175 101 63 85 45 2171 2071 2048 100 76 2004
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 3 3 14 4 2 4 0 16 52 150 0 3 0 16 483 1 48 4 2 131 3 483 16
split_gain=4.30618 0.681093 0.4365 0.350665 0.267498 0.232943 0.130312 0.122976 0.12321 0.114939 0.104935 0.101458 0.0833772 0.105114 0.0780701 0.0749091 0.0642686 0.0602756 0.0588325 0.0547852 0.0524108 0.0460984 0.0450215 0.0410213 0.0566736 0.0401954 0.0360405 0.0346966 0.0342411 0.0345936
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.09253500000000002 0.30112000000000005 0.12745000000000004 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.0061450000000000003 -0.11173999999999999 -0.52595999999999987 0.048770000000000008 0.091105000000000005 -0.085669999999999982 -0.010424999999999999 -0.14832499999999996 -0.052894999999999991 0.11494000000000001 0.13075500000000004 0.093265000000000015 -0.52556499999999995 0.16394500000000004 0.091440000000000007 -0.12711499999999995 0.085510000000000017 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 28 9 -5 8 18 12 -6 14 13 -1 -7 25 19 -15 22 -14 -21 23 -4 24 -19 -9 -2 -26 29 -3
right_child=1 2 7 6 10 11 -8 15 -10 -11 -12 -13 16 17 -16 -17 -18 21 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00034156395068244208 0.00043631445688123883 0.00022595403192828884 0.00025826823895277882 0.00039070358250404018 0.00038062136859993881 0.00026197851069417657 0.00024089248463241762 8.7662975178809545e-05 0.00028023752899644037 0.00049603759300086744 0.00024538175590957205 0.00027968502796773046 0.00048908912668041156 0.00044244049874392723 0.00038736737309324614 0.00016789575134216827 0.00028225126384875759 0.00052218875046871629 0.00010065194997647819 0.00039990238997845621 0.00031218628453857759 0.00033536050665342607 0.0001582755525439915 0.00035310560451293525 0.00035770203741111565 -1.8739428399017657e-05 0.00033837110388512703 0.00042153135872861468 0.00027451823361329691 0.00016907388548465248
leaf_weight=59 52 122 23 34 71 20 65 39 37 76 32 41 20 547 420 32 23 21 52 114 34 26 70 35 34 21 20 885 34 62
leaf_count=59 52 122 23 34 71 20 65 39 37 76 32 41 20 547 420 32 23 21 52 114 34 26 70 35 34 21 20 885 34 62
internal_value=0 0.000228988 0.000207192 0.000406661 0.000256258 0.000411467 0.000292343 0.000149709 0.000179243 0.000421347 0.000338605 0.000372975 0.00041819 0.000422793 0.000381668 9.12825e-05 0.00037946 0.000425889 0.000153471 0.000392768 0.000379751 0.000416844 0.000183005 0.000419017 0.000421471 5.04221e-05 0.000409108 0.00041917 0.000217351 0.000206788
internal_weight=0 667 595 2454 321 2355 99 274 182 1874 103 481 1798 1607 440 92 191 1548 145 168 148 1001 93 975 940 60 72 919 218 184
internal_count=3121 667 595 2454 321 2355 99 274 182 1874 103 481 1798 1607 440 92 191 1548 145 168 148 1001 93 975 940 60 72 919 218 184
is_linear=0
shrinkage=0.00196078


Tree=9210
num_leaves=31
num_cat=0
split_feature=4 3 3 52 4 43 3 12 42 3 9 123 2 1375 14 15 1 151 151 2 51 16 16 12 4 1 391 13 44 13
split_gain=0.0350522 0.0129525 0.0129501 0.0106548 0.0141104 0.0156822 0.0212684 0.0166144 0.0136664 0.0149724 0.0105381 0.0219731 0.00955393 0.00952276 0.0108364 0.0129248 0.0191697 0.0121284 0.0182621 0.0156556 0.00961932 0.024255 0.0223564 0.0232543 0.0242506 0.0170195 0.0155142 0.0124823 0.012031 0.012267
threshold=0.26450500000000005 0.20828500000000003 0.63141500000000017 0.039215000000000007 0.51608000000000009 -0.05647499999999999 -0.010424999999999999 -0.069644999999999985 0.091545000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.083965000000000012 0.10774000000000002 -0.24191999999999997 0.019675000000000002 0.094035000000000007 0.082005000000000008 0.26900000000000007 0.084350000000000008 0.093840000000000021 0.078435000000000019 0.24134000000000003 -0.039889999999999988 0.084735000000000019 -0.0060199999999999993 0.094465000000000007 -0.077824999999999991 -0.085669999999999982 0.081805000000000017 0.40528500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 6 -2 -7 9 -9 11 -1 -11 -12 17 16 -16 18 20 -20 26 22 23 24 -22 -26 -15 -25 29 -28
right_child=2 -3 -4 -5 -6 7 -8 8 -10 12 13 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 27 25 -27 28 -29 -30 -31
leaf_value=-0.0020075116190128028 0.00025437125995596673 0.00043128325710749282 -0.0017465865518897774 0.0017537437122901068 0.0023851583284138344 0.0032887320094944343 -0.0034044592156230163 0.0026241958479989659 -0.0018995951204984027 -0.0017961030756123366 9.3734631809638821e-05 0.0023257311661727727 0.00069879813835899715 0.0037791444550881663 0.0025000039541807316 0.0014067384700693593 0.0063079147844109689 -0.00044793999792697533 0.0022176953327531618 0.0057776910385915212 -0.0031527648828077043 -0.0013388681076321519 0.0032190848691243446 0.0032031011770331215 0.0025416970649665156 -0.0011182124920499823 0.0018147496922830042 0.0012618631421181777 0.0042547436268068851 -0.00067431753734126687
leaf_weight=22 47 73 20 99 36 23 24 33 22 20 32 25 66 41 39 37 20 24 30 21 22 32 64 44 27 24 1980 134 20 20
leaf_count=22 47 73 20 99 36 23 24 33 22 20 32 25 66 41 39 37 20 24 30 21 22 32 64 44 27 24 1980 134 20 20
internal_value=0 0.00174539 0.000731923 0.000865896 0.000541553 0.000259129 -0.000982417 0.000796627 0.000390113 0.000813421 0.00178148 0.000297405 0.000118589 0.0018082 0.00182947 0.00287196 0.00379082 0.00178917 0.001811 0.00368358 0.00177134 0.00128424 0.00155072 0.00112531 -0.0003777 0.000819387 0.00185335 0.00174172 0.00181426 0.00178986
internal_weight=0 2731 390 370 271 235 71 164 141 119 2658 47 86 2611 2579 96 59 2483 2459 51 2408 347 315 251 73 51 2061 178 2020 2000
internal_count=3121 2731 390 370 271 235 71 164 141 119 2658 47 86 2611 2579 96 59 2483 2459 51 2408 347 315 251 73 51 2061 178 2020 2000
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 4 0 1 2 4 150 12 15 49 1 4 50 40 3 3 15 39 1 47 399
split_gain=8.79321 1.46206 0.68305 0.63933 0.441283 0.428419 0.330389 0.287529 0.272378 0.213559 0.208883 0.172633 0.193349 0.170241 0.158147 0.145548 0.133618 0.129348 0.118806 0.110978 0.103636 0.0850751 0.0822495 0.0777043 0.0683115 0.0629419 0.0615484 0.0609343 0.0604909 0.060142
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 -0.062539999999999984 -0.10607499999999999 0.083135000000000014 0.13501500000000002 0.0061450000000000003 1.0000000180025095e-35 0.087695000000000009 -0.098289999999999975 -0.054984999999999992 0.13436000000000001 -0.52556499999999995 0.041865000000000006 -0.077714999999999992 -0.13927999999999999 0.088060000000000013 -0.41942499999999994 0.08733500000000001 0.076935000000000017 0.10350500000000001 0.088015000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 22 -8 11 -4 -9 12 -1 15 16 27 20 -14 -2 -12 -13 25 -3 -22 -19 -6 -27 -7 -20 -18
right_child=1 4 9 -5 21 13 7 10 -10 -11 19 14 17 -15 -16 -17 29 24 28 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0005849948822985319 0.0003866427486725882 0.00023824446381814858 0.00052590134737297745 0.00030057520860411318 0.0001667852539309704 0.00052341989104452626 0.00049378006579050052 0.00044431515174028112 0.00069397682549196603 0.00033307578577000592 0.00028606431767943261 0.00074220182709778496 0.0005622698548036852 0.00040312028642944698 0.00051280422140520727 0.00038510910655002408 0.00056500635050378242 0.00031148337141239366 0.00057973678820413008 0.00015623238153780012 0.00048494054809783134 0.00023156208409360097 0.00012335819119185793 0.00060599969034283636 0.00045404205625715046 -2.1579196609720232e-05 0.00012186704606821367 0.00058438840237202863 0.00049154395447230978 0.00062431005501312111
leaf_weight=72 23 46 34 84 29 284 30 29 79 63 162 21 24 48 118 26 757 24 67 30 21 23 50 696 28 23 23 81 54 72
leaf_count=72 23 46 34 84 29 284 30 29 79 63 162 21 24 48 118 26 757 24 67 30 21 23 50 696 28 23 23 81 54 72
internal_value=0 0.000308843 0.000561911 0.000436521 0.000243426 0.000568564 0.000276239 0.000313657 0.000581247 0.000400664 0.000289206 0.000576388 0.000512182 0.000513324 0.000582028 0.000526853 0.000587241 0.000443201 0.000515823 0.000265778 0.000606431 0.000127238 0.000178408 0.000602454 0.000388246 9.52452e-05 5.01439e-05 0.00053695 0.000540378 0.000570157
internal_weight=0 673 2448 228 445 2351 347 251 1912 97 221 1833 148 439 1685 391 1567 76 144 192 738 98 96 717 52 75 46 365 121 829
internal_count=3121 673 2448 228 445 2351 347 251 1912 97 221 1833 148 439 1685 391 1567 76 144 192 738 98 96 717 52 75 46 365 121 829
is_linear=0
shrinkage=0.00196078


Tree=9212
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 3 4 43 1 4 52 3 0 16 4 4 1 1 16 14 1 4 12 484 0 2 12 4 16 0
split_gain=4.93481 0.818635 0.485993 0.367743 0.310641 0.278605 0.236325 0.152814 0.140411 0.103024 0.0996612 0.0971339 0.111576 0.0964781 0.0933399 0.0876772 0.0855498 0.0766782 0.0716184 0.0621004 0.0553817 0.0547853 0.0517315 0.0628869 0.0486454 0.0444193 0.0417906 0.0414567 0.0413434 0.0395957
threshold=0.10538500000000002 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.31534000000000006 0.042705000000000007 -0.025214999999999998 0.09253500000000002 0.40124500000000002 0.048770000000000008 0.086245000000000016 -0.085669999999999982 -0.44310499999999992 -0.031404999999999995 -0.16363499999999997 0.122715 0.12656000000000003 -1.0000000180025095e-35 0.062655000000000016 0.13075500000000004 -0.55119499999999988 0.083935000000000023 0.08660000000000001 -0.11437499999999999 0.11362000000000001 0.099815000000000015 -0.036839999999999991 -0.073849999999999985 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 6 7 11 17 -4 13 -7 12 19 -8 -13 -9 27 -3 25 24 -5 -14 23 -23 -1 -17 -24 -2 -28 -19
right_child=1 5 8 20 -6 10 9 15 -10 -11 -12 14 21 -15 -16 18 -18 29 -20 -21 -22 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0003978372618878428 0.00047501336746648247 0.00022366996951556453 0.00040933591256728084 0.00027620646719108609 0.00029135096241458277 5.5126249810189896e-05 0.00046727627090148443 0.00039085404799027624 0.00025382805323483901 0.00028135396893449457 0.00018925959911173792 0.00044896135883265483 0.0005525117976931677 0.00038658390590974118 0.00033987839085360366 0.00032919967054875516 0.00031499882169176252 9.8931389321434552e-05 0.0001839060213957695 0.0005408862275829428 0.00016636234591258507 0.0004313808050430694 0.00045815151825131178 0.00030709468704812667 0.00048014761515070137 0.00024786666072447173 0.00046554956208706623 0.00039928008777886823 0.00040405851544517379 0.0001867898978111291
leaf_weight=29 48 96 34 60 48 57 81 20 65 26 34 76 20 192 50 42 31 41 42 63 25 72 920 20 574 67 65 66 119 38
leaf_count=29 48 96 34 60 48 57 81 20 65 26 34 76 20 192 50 42 31 41 42 63 25 72 920 20 574 67 65 66 119 38
internal_value=0 0.000251616 0.000441816 0.000346302 0.000447474 0.000201781 0.000450722 0.000227171 0.000307235 0.000399293 0.000105242 0.00045838 0.000461909 0.000410526 0.000405674 0.000268857 0.000406332 0.000186437 0.000252699 0.000482309 0.000243899 0.000450736 0.000449034 0.000404362 0.000476189 0.000279206 0.000452756 0.000431168 0.000425781 0.000141192
internal_weight=0 667 2454 230 2355 437 2307 346 99 299 91 2008 1882 273 126 171 145 175 151 666 85 1216 1196 92 603 109 1104 114 184 79
internal_count=3121 667 2454 230 2355 437 2307 346 99 299 91 2008 1882 273 126 171 145 175 151 666 85 1216 1196 92 603 109 1104 114 184 79
is_linear=0
shrinkage=0.00196078


Tree=9213
num_leaves=31
num_cat=0
split_feature=1 155 11 9 9 51 158 48 123 14 16 15 16 12 0 10 51 3 16 0 43 1212 403 12 13 15 131 1210 1213 402
split_gain=0.0619294 0.0219447 0.0186954 0.0148083 0.0156189 0.0133367 0.0118514 0.0117471 0.0129388 0.0137159 0.0251055 0.0181857 0.0224508 0.0126742 0.0115893 0.0115042 0.0110837 0.0109638 0.012385 0.0200831 0.00997012 0.022735 0.0280796 0.0194427 0.0319934 0.0236198 0.0176297 0.0141158 0.0134522 0.0197041
threshold=0.10293500000000001 0.084785000000000013 -1.0000000180025095e-35 0.099965000000000012 1.0000000180025095e-35 -0.41109999999999997 -0.41218499999999997 0.15372000000000002 0.12630500000000003 -0.073394999999999974 -0.072359999999999994 -0.21699999999999997 -0.4179199999999999 -0.090609999999999982 0.22582000000000002 -0.086389999999999981 -0.029554999999999994 0.10299500000000002 0.27776000000000006 -0.11242999999999999 0.0034250000000000005 -0.014129999999999998 0.50599500000000008 0.08598500000000002 -0.090799999999999978 0.087825000000000014 0.023795 -0.066709999999999978 0.12389500000000002 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 5 -4 -7 8 9 10 -8 12 13 -11 15 -1 -13 20 19 -19 21 22 23 24 -17 -25 27 -22 29 -23
right_child=1 -3 3 -5 -6 6 7 -9 -10 11 -12 16 -14 -15 -16 17 -18 18 -20 -21 26 28 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=8.9055829448625445e-05 -0.0017952502300613562 0.002959891468721994 0.0031613681701364348 -0.00068950738674694936 0.003982046638038415 0.0035278048892948958 0.0046755522897001358 -0.0011047028329061427 -0.0012846318352967502 -0.0012232623260933907 0.0010441540137299911 4.4167336075232651e-05 -0.0030827734107151629 0.0014773323535592412 0.00011763572692871095 0.0036263587532448585 0.0017337325554346687 0.0023338958022317718 0.0031603775840873521 -0.0020938535907771439 -0.00040779275974879667 0.0025432763232544702 0.0014231404774096412 0.0015706716025055481 0.0092826300545129931 0.0056067002860925585 0.00468065644055605 0.0020916665942922212 0.004170434956191754 0.00029667552065802742
leaf_weight=20 20 81 37 35 23 21 32 23 20 25 47 46 20 57 21 20 249 21 21 20 24 1626 34 29 20 29 25 386 49 40
leaf_count=20 20 81 37 35 23 21 32 23 20 25 47 46 20 57 21 20 249 21 21 20 24 1626 34 29 20 29 25 386 49 40
internal_value=0 0.00140713 0.00121511 0.00130993 0.00142656 0.00132469 0.00119885 0.00110461 0.00120706 0.00131175 0.0025151 0.0010723 -7.87165e-05 0.00065398 0.00245646 0.00247724 0.00147027 0.00249762 0.00118553 0.000174018 0.00253326 0.0026347 0.00389932 0.0047584 0.00645449 0.00358869 0.00210256 0.00194536 0.00253737 0.00248934
internal_weight=0 736 655 635 600 577 540 519 496 476 79 397 102 82 2385 2364 295 2344 62 41 2282 1847 132 98 40 58 435 410 1715 1666
internal_count=3121 736 655 635 600 577 540 519 496 476 79 397 102 82 2385 2364 295 2344 62 41 2282 1847 132 98 40 58 435 410 1715 1666
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=31
num_cat=0
split_feature=1 4 1 48 155 51 2 2 41 151 16 484 160 2 1 3 16 9 121 42 13 133 13 0 1203 1213 0 128 1453 48
split_gain=0.0502847 0.0250781 0.0166719 0.0184953 0.0162757 0.0140854 0.013063 0.020927 0.0192325 0.0159227 0.0128681 0.0147523 0.012992 0.0157824 0.0178174 0.0123619 0.0131007 0.0155167 0.0117397 0.0112656 0.0107325 0.0123471 0.0101257 0.00957445 0.0203703 0.026351 0.0314854 0.0191151 0.0158052 0.0204269
threshold=0.096325000000000008 -0.39518999999999993 0.16773500000000005 -0.089099999999999999 0.12016500000000001 -0.047599999999999996 1.0000000180025095e-35 -0.0091949999999999983 0.082735000000000017 -0.079059999999999978 0.24134000000000003 -0.076559999999999975 0.090195000000000011 0.10699500000000002 0.10672000000000002 -0.017889999999999996 -0.4714549999999999 -0.075689999999999993 -0.078059999999999977 0.10755000000000002 -0.093219999999999983 -1.0000000180025095e-35 -0.42195999999999995 -0.082974999999999979 0.087970000000000007 0.104315 -0.087414999999999979 0.11170500000000001 -0.065549999999999983 0.09111000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 23 -2 7 15 10 -9 11 -8 13 -13 -15 -5 -17 -18 -16 20 22 -22 -20 24 25 -1 -27 28 -25 -30
right_child=1 2 -4 6 -6 -7 8 9 -10 -11 -12 12 -14 14 18 16 17 -19 19 -21 21 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.0024892932297793172 0.0019779509952997849 0.0041694420230452946 -0.001489747461417447 0.0017485084486435409 -0.00059968081302940856 0.0045106609180734008 -0.0017071025582718784 0.0049403192459431013 0.0031059906027759571 0.0019677407334201744 -0.0016033913469873371 -0.0010203917939427564 0.00310394399240613 0.0038195402242265464 0.0031071498384699229 0.0017554763514040549 0.0008472736324793437 -0.0027770682332899283 0.0009296390405368238 -0.0016864561825059355 -0.00063065354025457058 0.0018467598665930622 -0.0013558712755588609 -0.0001177366090668065 0.0051251581803496392 0.0024897309809761205 -0.0029353951592929663 -0.00094270977673919078 0.0023009849767272566 0.00051656582766462225
leaf_weight=1113 62 21 23 54 20 34 23 20 33 182 25 44 25 21 20 22 21 27 42 20 25 103 36 31 28 23 20 21 913 69
leaf_count=1113 62 21 23 54 20 34 23 20 33 182 25 44 25 21 20 22 21 27 42 20 25 103 36 31 28 23 20 21 913 69
internal_value=0 0.00134908 0.00116295 0.00124281 0.00224023 0.00287495 0.00116009 0.00163432 0.000789349 0.00226206 0.000590263 0.000743024 0.000910741 0.000734439 0.00102362 0.000611708 -0.000265252 -0.00119142 0.000784948 0.000579444 0.000799434 0.00136289 -0.000125212 0.00226584 0.00246 0.00239545 -3.35835e-05 0.00204352 0.00210542 0.0021756
internal_weight=0 883 787 764 2238 96 743 326 417 202 384 359 336 311 267 124 70 48 246 226 206 128 78 2218 1184 1156 43 1034 1013 982
internal_count=3121 883 787 764 2238 96 743 326 417 202 384 359 336 311 267 124 70 48 246 226 206 128 78 2218 1184 1156 43 1034 1013 982
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=31
num_cat=0
split_feature=1 11 155 148 44 2 15 133 4 160 0 15 10 4 3 3 16 52 13 15 3 4 156 51 51 43 11 0 4 1209
split_gain=0.0409633 0.0163881 0.0150337 0.0103379 0.0107162 0.011673 0.0164948 0.0173956 0.0156518 0.0153245 0.0138625 0.0117123 0.00964117 0.00950099 0.010502 0.0181323 0.0101529 0.0127322 0.0164254 0.0114914 0.0125916 0.0110061 0.00958342 0.00977245 0.0177715 0.023849 0.0180747 0.0143377 0.0139699 0.0135337
threshold=0.10293500000000001 -1.0000000180025095e-35 0.14485500000000004 -0.10069499999999999 0.087770000000000015 0.11389000000000002 -0.41942499999999994 0.087435000000000013 0.62931500000000018 -0.077849999999999989 0.024095000000000002 -0.11713499999999999 0.10223 0.053925000000000008 0.10299500000000002 0.12745000000000004 -0.44310499999999992 0.070205000000000017 -0.086589999999999986 -0.080694999999999989 -0.080104999999999996 0.40124500000000002 -0.092099999999999987 -0.13782999999999998 -0.095144999999999993 -0.0024749999999999993 0.086080000000000018 -0.089604999999999976 -0.043364999999999994 0.083050000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 -3 5 6 9 11 10 -5 -7 -8 -11 14 22 -16 21 18 -18 20 -20 -15 -1 27 25 -25 29 -24 -29 -26
right_child=1 2 -4 4 -6 8 7 -9 -10 12 -12 -13 -14 16 15 -17 17 -19 19 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.0037642880106646126 -0.0016862282902002333 -0.0011149982456117868 0.0035307452703515689 0.0019999757153397828 0.0031072176818270239 0.00011609945223957503 0.0041905319113284354 2.1135362381439496e-05 0.0028467470871484176 -0.002482062113598328 0.0028046732413626856 0.0019089823040740917 0.00038827140058856464 0.0026965785532237527 -0.0011848473903508141 0.0027159161561443896 -0.00062366396698908992 -0.0011458316177595407 0.002706267854712981 0.0028217656525773619 -0.00020494256914855961 0.00010048513358924539 0.004686813315664254 -0.0015918829027683505 0.0020214382166757285 0.0025593637889251113 -0.00049852621741592891 0.0037420218936555709 0.0011360851766463989 0.0029714368216368849
leaf_weight=34 20 20 27 28 28 221 25 46 28 22 21 225 25 89 26 22 34 24 24 62 39 20 34 31 1645 25 27 36 48 165
leaf_count=34 20 20 27 28 28 221 25 46 28 22 21 225 25 89 26 22 34 24 24 62 39 20 34 31 1645 25 27 36 48 165
internal_value=0 0.00113713 0.001216 0.00112529 0.00119226 0.00110862 0.00147266 0.0018083 0.000608389 0.00014801 0.000349405 0.00213714 -0.000955289 0.00199055 0.0020651 0.000603003 0.00145619 0.00100111 0.00132517 0.00185526 0.00090409 0.00222023 0.00209942 0.00207127 0.00201623 0.000261352 0.00206973 0.00295421 0.00225292 0.00210804
internal_weight=0 736 716 689 669 641 371 296 270 75 242 250 47 2385 2093 48 292 183 159 125 63 109 2045 2011 1893 56 1837 118 84 1810
internal_count=3121 736 716 689 669 641 371 296 270 75 242 250 47 2385 2093 48 292 183 159 125 63 109 2045 2011 1893 56 1837 118 84 1810
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=31
num_cat=0
split_feature=2 12 130 9 9 2 0 0 2 2 0 12 43 43 13 376 1416 160 52 1447 160 15 1456 1447 1446 1456 0 483 475 52
split_gain=0.0335027 0.0181043 0.0170862 0.016892 0.0205124 0.0122988 0.0157652 0.0120857 0.0116354 0.0176932 0.010758 0.0101795 0.0154446 0.0114145 0.0114914 0.0109475 0.00894578 0.0100368 0.0205018 0.028998 0.0203568 0.0163937 0.0280772 0.0141147 0.0422857 0.0158322 0.0261077 0.0182527 0.0185342 0.0163566
threshold=0.13404500000000005 -0.010834999999999999 -0.050984999999999996 0.094575000000000006 0.081890000000000004 0.31765000000000004 -0.074824999999999989 0.10455500000000001 0.12844500000000003 0.12043500000000001 -0.10474999999999998 -0.042789999999999988 -0.04890499999999999 -0.11720999999999999 -0.0082249999999999979 0.084545000000000009 1.0000000180025095e-35 -0.089974999999999986 0.11639500000000001 -0.085684999999999997 -0.088244999999999976 -0.092489999999999989 0.024960000000000003 -0.085684999999999997 0.08393500000000001 0.089050000000000004 -0.086074999999999985 -0.096724999999999992 -1.0000000180025095e-35 0.51307000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 10 11 9 16 -2 12 13 -4 15 -15 17 18 21 -20 -19 -3 -23 24 -22 27 -27 28 -25 -29
right_child=5 3 7 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 20 19 -21 23 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=0.003554450955319529 0.00040745616336251898 0.0011258795469378433 0.0025334755890071394 -0.00096578590508381078 0.0041544785704212012 -0.0016200177478604017 0.0013166576709434047 -0.0011966886935364787 0.003887056082021445 7.8526857599127496e-05 -0.0021697348868474366 -0.0010209989665505102 0.002394609209320513 -3.7010015014522272e-05 -0.0018103882220616057 0.0019747110954042349 0.0034135938094764506 -0.0012699916033813246 -0.0013323754163658513 0.0020752266962061039 0.0058097948538019294 0.0029311813088332365 0.0067898642058329033 0.00583270832663402 0.00054331489120765274 -0.0028710546187357979 0.0015186995346864155 0.0017027994241868519 0.002331778565102497 -0.00048086732625961302
leaf_weight=24 46 30 27 22 37 25 146 28 26 61 25 23 73 76 22 42 34 23 28 231 31 88 24 20 30 20 42 1720 62 35
leaf_count=24 46 30 27 22 37 25 146 28 26 61 25 23 73 76 22 42 34 23 28 231 31 88 24 20 30 20 42 1720 62 35
internal_value=0 0.00170536 0.000989916 0.00179325 0.00181713 0.000480294 0.000722266 0.000778408 0.00178261 0.00176054 -0.000500005 0.000988684 0.00118128 0.000650901 0.000287833 0.000679026 0.00180297 0.00178 0.00223628 0.00170684 0.00168773 0.00320195 0.00375804 0.00172244 0.00321972 0.00167434 0.00010265 0.00172739 0.00318566 0.00165925
internal_weight=0 2879 315 2564 2542 242 217 291 2505 2479 71 263 240 167 140 118 2418 2384 401 259 1983 142 112 1960 61 1899 62 1837 82 1755
internal_count=3121 2879 315 2564 2542 242 217 291 2505 2479 71 263 240 167 140 118 2418 2384 401 259 1983 142 112 1960 61 1899 62 1837 82 1755
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 2 43 47 150 0 2 0 4 2 3 3 52 39 2 3 0 4 3 1 1 42 1 43 4
split_gain=14.8119 1.78365 1.76372 1.14447 0.796319 0.70586 0.584567 0.410836 0.358618 0.340697 0.322551 0.308955 0.252413 0.239012 0.21025 0.200032 0.166779 0.164219 0.153422 0.146706 0.128223 0.10327 0.165461 0.118264 0.102929 0.0994449 0.0967853 0.0898378 0.0867059 0.0781824
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.088725000000000012 0.092365000000000017 -0.04890499999999999 0.13082500000000002 1.0000000180025095e-35 -0.14832499999999996 0.11474000000000002 -0.23194499999999998 0.052250000000000012 0.13501500000000002 0.30112000000000005 -0.094874999999999987 0.048770000000000008 0.088550000000000004 0.13404500000000005 -0.14186499999999996 0.11070500000000001 -0.17966999999999997 0.013900000000000001 0.090840000000000018 0.096255000000000021 0.084755000000000011 0.08844500000000001 -0.090299999999999991 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 12 -3 10 28 15 -9 -4 26 -1 27 20 18 -15 -17 19 -5 24 22 -14 -24 -8 -11 -7 -12 -6 -2
right_child=1 3 6 8 7 11 14 9 -10 25 13 -13 21 16 -16 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091263741361053655 0.00080886108194999878 0.00038433468673314063 0.00094955292880641372 0.00046640008516695303 0.00055290353940982441 0.00057689788491677141 0.00091375786007619371 0.00067836551406879654 0.0004605563439110846 0.0005710651813184513 0.00079355164428774596 0.00040949544943202177 0.00082762114474085532 0.00051764151848414364 0.00056988451379155378 0.00011323565754162915 0.00072724789640742451 0.00029979963881015598 0.00024090778412801973 0.00026555211488198089 0.00071003725057175351 0.00057577358089600926 0.00071727071618620972 0.00058238602025709771 0.00075498960558009862 0.00038385617598477338 0.00073887193777855576 0.00075482454985360359 0.00040603590766107609 0.00065577943052680496
leaf_weight=22 29 181 44 29 20 23 20 93 34 20 1050 23 35 20 37 60 54 26 98 27 516 26 77 37 73 24 37 295 68 23
leaf_count=22 29 181 44 29 20 23 20 93 34 20 1050 23 35 20 37 60 54 26 98 27 516 26 77 37 73 24 37 295 68 23
internal_value=0 0.000394376 0.00073937 0.000360859 0.000623657 0.000452992 0.000762523 0.000543957 0.000272089 0.000611108 0.000784215 0.000602715 0.000714685 0.000779089 0.000713397 0.000245389 0.000670598 0.000169639 0.000287691 0.000369563 0.000722116 0.0006898 0.000709697 0.000673492 0.000789133 0.000468951 0.000676782 0.000785058 0.000439415 0.000741152
internal_weight=0 590 2531 538 422 264 2109 225 274 137 1463 83 197 1419 646 240 74 86 154 56 609 175 149 114 93 44 60 1345 88 52
internal_count=3121 590 2531 538 422 264 2109 225 274 137 1463 83 197 1419 646 240 74 86 154 56 609 175 149 114 93 44 60 1345 88 52
is_linear=0
shrinkage=0.00196078


Tree=9218
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 14 0 2 1 2 1 47 52 1 34 2 31 13 10 47 0 13 0 16 51 52
split_gain=4.75628 0.8425 0.504236 0.396885 0.262924 0.218384 0.187789 0.170821 0.142607 0.13926 0.163474 0.130756 0.125497 0.125047 0.111958 0.110243 0.0508942 0.043387 0.0423688 0.063108 0.0552572 0.0406548 0.0388619 0.0369419 0.0368112 0.0408955 0.034968 0.0347753 0.0333254 0.0319913
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.17025000000000004 -1.0000000180025095e-35 -0.13027499999999997 0.11474000000000002 0.083135000000000014 0.092365000000000017 0.077845000000000011 0.13082500000000002 -0.56176499999999996 0.091450000000000017 -1.0000000180025095e-35 0.13404500000000005 -0.077289999999999984 -1.0000000180025095e-35 -0.38124499999999995 0.090100000000000013 0.051010000000000007 -0.07743499999999999 -0.23091999999999999 0.15891500000000003 0.087505000000000013 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 7 9 15 -1 12 -6 -11 17 -5 18 -15 29 20 21 -4 -20 -10 26 25 -18 -3 -26 -14 -12
right_child=1 2 8 14 11 -7 -8 -9 22 10 13 -13 28 16 -16 -17 24 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00049210129012281303 0.00036132280331924822 0.00021038797040957781 0.00010133525843270548 0.00033081082303692649 0.00031250494678151491 0.000225084011398828 0.00017843903548710061 0.00044724012474615536 3.040535661478923e-05 0.0003676231005111662 0.00037516171766191925 0.0001526878252597371 0.00017945902844227103 0.00040660339827631032 0.00018317147766498597 0.00020340594517834047 0.00036307460968565267 0.00034228214926258608 0.00010980584580486836 6.4539535904695362e-05 -3.6118048793443328e-05 0.0002152219691949626 -7.8521382027104791e-05 0.00021793342781593845 0.00022127019897117222 0.00032566149204693503 0.00013563738053042721 0.00032023919061249589 0.00027488935229009369 0.00031327267957102024
leaf_weight=29 76 28 22 28 81 48 22 84 34 35 1193 26 34 37 67 35 160 199 39 82 23 22 20 32 21 377 171 39 24 33
leaf_count=29 76 28 22 28 81 48 22 84 34 35 1193 26 34 37 67 35 160 199 39 82 23 22 20 32 21 377 171 39 24 33
internal_value=0 0.00016656 0.000142492 0.00035092 0.000193318 0.000355975 0.000358722 0.000360473 8.04721e-05 0.000357131 0.000355312 0.000273671 0.000274901 0.000358944 0.000226686 0.000102365 0.000336036 0.000369137 8.35543e-05 0.000100067 3.10813e-05 0.000147825 -9.93788e-06 0.000156098 0.000331662 0.000336809 0.000146155 0.0002856 0.000218947 0.000373496
internal_weight=0 691 615 2430 338 2335 2287 2265 277 2181 2152 107 93 2059 95 223 634 1425 188 143 45 61 54 231 597 537 199 60 58 1226
internal_count=3121 691 615 2430 338 2335 2287 2265 277 2181 2152 107 93 2059 95 223 634 1425 188 143 45 61 54 231 597 537 199 60 58 1226
is_linear=0
shrinkage=0.00196078


Tree=9219
num_leaves=31
num_cat=0
split_feature=1 155 1 123 44 454 9 10 2 10 157 132 13 13 147 0 3 4 2 480 480 483 156 15 11 52 11 160 479 131
split_gain=0.0690046 0.0202762 0.0164993 0.0123779 0.0119054 0.0142493 0.0118993 0.0164871 0.0148698 0.0201256 0.0148015 0.016547 0.0145371 0.019407 0.0118781 0.014495 0.0118232 0.0116449 0.0119307 0.0154128 0.0120337 0.0158096 0.0120233 0.0123311 0.0110015 0.0215382 0.0233103 0.0149624 0.016318 0.0109283
threshold=0.10337500000000001 0.14485500000000004 0.16773500000000005 0.12630500000000003 0.087770000000000015 -0.037229999999999992 -1.0000000180025095e-35 -0.0087699999999999983 0.10444500000000002 0.058500000000000003 0.00087500000000000013 0.091440000000000007 -0.08971999999999998 0.11596500000000001 0.08789000000000001 -0.15599999999999997 -0.10519499999999998 0.40124500000000002 0.093320000000000014 0.11747 0.10344000000000002 0.11236000000000002 -0.031569999999999994 -0.14712999999999996 1.0000000180025095e-35 0.088785000000000017 0.080150000000000013 -0.54913999999999985 0.098035000000000011 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 5 -2 7 -7 9 29 11 12 -10 14 15 -14 -17 18 24 20 21 22 -20 -24 27 26 -26 -1 -29 -8
right_child=1 -3 -4 -5 -6 6 8 -9 10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0045713616582827689 -0.0012401102960575372 0.0042046398618258533 -0.001327700558644922 -0.0010541071952320635 0.0036114914929494266 0.0016911029069246178 0.003513650595770277 -0.0015252380216649424 0.00066488172104492644 0.00034254722236144562 -0.0014128634016378784 -0.00088841321332187482 0.0054768636263906956 -0.00019844332125406556 0.00084995744546176874 0.004452505514520453 0.0019718298484453461 0.00023388502542564475 0.0036385215298651019 0.004941997627029196 -0.00017516038840932941 0.0049022152099669689 0.0041693301033228639 0.0019013057377406655 0.0076314621337223807 0.0010809412050002719 0.0033290085519718775 0.0026262053389029261 -0.00018044198832718568 0.0018115234015221222
leaf_weight=39 20 25 23 20 25 34 94 30 104 41 20 29 20 30 32 25 83 22 48 20 22 21 25 583 20 20 34 1528 21 63
leaf_count=39 20 25 23 20 25 34 94 30 104 41 20 29 20 30 32 25 83 22 48 20 22 21 25 583 20 20 34 1528 21 63
internal_value=0 0.00140677 0.00130583 0.00139624 0.00147163 0.00138604 0.00147286 0.000183443 0.00162539 0.00231542 0.00122707 0.00139053 0.00161532 0.00213556 0.00257319 0.003004 0.00254606 0.00252401 0.00254517 0.00220484 0.00212652 0.00220131 0.00211485 0.00199456 0.0026924 0.00388425 0.00492251 0.00263686 0.00258816 0.00283063
internal_weight=0 718 693 670 650 625 605 64 541 198 343 323 294 190 160 128 108 2403 2381 719 699 677 656 608 1662 74 54 1588 1549 157
internal_count=3121 718 693 670 650 625 605 64 541 198 343 323 294 190 160 128 108 2403 2381 719 699 677 656 608 1662 74 54 1588 1549 157
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=31
num_cat=0
split_feature=1 3 0 12 14 2 484 3 40 3 16 16 1 484 158 13 394 52 4 43 40 41 3 41 48 2 48 483 15 49
split_gain=0.0559773 0.017164 0.022917 0.0146368 0.017576 0.0171673 0.0154491 0.0176561 0.0184256 0.0146627 0.0215856 0.0128178 0.0126979 0.0120261 0.0185048 0.0107462 0.0260133 0.0198706 0.0267546 0.0203268 0.0135502 0.0124249 0.032536 0.0220595 0.0116426 0.0119537 0.0120781 0.0114797 0.0114847 0.0142666
threshold=0.10293500000000001 -0.028564999999999997 0.089620000000000019 -0.12529499999999996 -0.075879999999999989 0.17760500000000004 -0.070054999999999992 0.088060000000000013 -0.063404999999999989 0.149315 -0.50690499999999983 -0.008904999999999998 0.14516000000000004 0.090535000000000018 0.094850000000000004 0.0049450000000000006 -0.08151499999999999 0.40674500000000008 -0.50262499999999988 -0.53814999999999991 -0.010334999999999999 0.075585000000000013 -0.10831999999999999 0.078570000000000015 0.097500000000000017 0.08839000000000001 0.11247500000000001 0.0093900000000000008 -0.079929999999999987 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 13 3 4 -3 6 -5 8 -8 10 -9 -12 -6 14 -2 20 -17 18 -18 -20 -1 22 -22 -23 -24 -26 -27 28 -21 -30
right_child=1 2 -4 5 12 -7 7 9 -10 -11 11 -13 -14 -15 -16 16 17 -19 19 27 21 23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.0012269702239809889 0.0017850646379120724 0.0049002506386023013 -0.0023503018498775507 -0.0017225395620334893 0.0030512545414967465 -0.0019149036686444147 0.0011667328984122317 0.00087379955032185945 -0.0012181964805349707 0.00083543056279232638 0.0060196388885378838 0.0027924967356739217 -0.00051216037711128589 -0.00024948629306163642 0.0046359620839357381 -0.0016339660439241147 0.0057297109649516644 -0.00085539329321245136 0.0045807154280030063 0.0029385505881388482 -0.0010708107431936596 0.0065305623039603232 0.0024904915299197288 0.0026615930830303117 0.0029075193254458204 -0.00026884929288148961 0.0024516412373632194 0.0040215643311967142 0.0015583568391021084 -0.00075702515520876461
leaf_weight=99 255 20 21 20 20 22 92 37 50 77 20 32 20 25 25 21 20 23 27 48 27 20 1697 56 36 47 25 20 188 31
leaf_count=99 255 20 21 20 20 22 92 37 50 77 20 32 20 25 25 21 20 23 27 48 27 20 1697 56 36 47 25 20 188 31
internal_value=0 0.00127792 0.000871677 0.00103671 0.00247978 0.000789321 0.000970702 0.00114559 0.000326969 0.00184585 0.00272004 0.00403371 0.00126955 0.00185198 0.00203961 0.00227555 0.00178643 0.00198763 0.00218341 0.00195753 0.00236767 0.00242685 0.00237488 0.00367974 0.00242642 0.00141968 0.000675765 0.00171075 0.00153765 0.00123061
internal_weight=0 736 431 410 60 350 328 308 142 166 89 52 40 305 280 2385 378 357 334 314 2007 1908 1832 76 1805 108 72 287 267 219
internal_count=3121 736 431 410 60 350 328 308 142 166 89 52 40 305 280 2385 378 357 334 314 2007 1908 1832 76 1805 108 72 287 267 219
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 1 14 4 2 0 47 1 4 4 475 0 4 52 51 150 1 40 50 15 1 3 0
split_gain=6.7155 0.842521 0.75269 0.421409 0.397152 0.31464 0.232346 0.226754 0.221746 0.210982 0.179756 0.180736 0.107083 0.147034 0.164207 0.122629 0.0837225 0.0754213 0.0702751 0.0961587 0.0695505 0.0578514 0.0555673 0.0510234 0.0481802 0.0450196 0.0435987 0.0428917 0.0405951 0.0405394
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.098630000000000009 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.076175000000000007 0.36766000000000004 0.14285500000000004 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 -0.04890499999999999 -0.066784999999999983 -0.079119999999999982 -0.55119499999999988 -0.52606999999999993 0.087505000000000013 0.081835000000000019 0.12408500000000001 -0.077714999999999992 0.041865000000000006 -0.087894999999999987 0.13075500000000004 -0.12711499999999995 -0.050684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 20 6 24 -8 -4 12 11 17 13 14 -1 18 -9 -5 -14 -20 -2 -16 -19 -18 -3 26 -7 -6 -21 -22
right_child=1 5 8 10 27 25 7 16 -10 -11 -12 -13 15 -15 21 -17 23 22 19 28 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048557546388403684 0.00051286333039695146 0.00019087018345132205 0.0004516827847030886 0.00051269804399510532 0.00027582317824457206 0.00010364941262379421 0.00039025970659002207 0.00034908739959492403 0.00026156009976005762 0.00060117379636377894 0.0002978856806377982 0.00031724030598192702 0.0005113787066375389 0.00056417418913627107 0.00028844245957309792 0.00043764059877143905 0.00023935189867431542 0.00045062344759603374 0.00061076654662159868 0.00040764811782020269 0.00042489096893352991 0.0004134318657414196 0.00034440662821426111 0.00016351661356456038 9.9933291432558824e-05 0.00017430414949866918 -3.2562456623304124e-06 0.00017498110354804964 0.00048053221331182002 0.00032541276234872535
leaf_weight=59 28 42 34 76 50 55 42 20 77 74 34 39 1143 31 35 117 103 356 21 32 63 24 20 51 48 23 20 24 359 21
leaf_count=59 28 42 34 76 50 55 42 20 77 74 34 39 1143 31 35 117 103 356 21 32 63 24 20 51 48 23 20 24 359 21
internal_value=0 0.000245383 0.00047768 0.000484922 0.000354584 0.000195107 0.000226074 0.00026095 0.000319796 0.000498541 0.000435763 0.000445311 0.00049437 0.000444001 0.000412431 0.000498859 0.000229738 0.000456361 0.000503465 0.000481509 0.000428232 0.000339286 0.000444974 0.000214238 0.000142371 9.84142e-05 7.51412e-05 0.000243118 0.000474567 0.000400021
internal_weight=0 590 2531 2420 186 404 306 216 111 1895 525 491 1821 149 118 1672 174 452 1555 412 112 59 376 154 90 98 75 74 391 84
internal_count=3121 590 2531 2420 186 404 306 216 111 1895 525 491 1821 149 118 1672 174 452 1555 412 112 59 376 154 90 98 75 74 391 84
is_linear=0
shrinkage=0.00196078


Tree=9222
num_leaves=31
num_cat=0
split_feature=1 3 12 155 1 148 48 147 1375 4 9 2 43 42 14 4 13 4 48 2 480 52 1 16 150 160 16 4 52 52
split_gain=0.0645602 0.0187905 0.0158035 0.0155469 0.0132075 0.0116182 0.0161229 0.0124945 0.0125306 0.0111954 0.0103932 0.0175855 0.0173547 0.0136916 0.0150521 0.0154455 0.0103693 0.0103056 0.00999986 0.00993883 0.0124884 0.0113522 0.0139843 0.0230681 0.0209779 0.0152773 0.0131934 0.0174944 0.020333 0.0224894
threshold=0.10337500000000001 0.31370500000000007 -0.42850999999999995 0.14039500000000002 0.14173500000000003 -0.095079999999999984 -0.082654999999999992 0.099730000000000027 -0.066804999999999989 0.40124500000000002 -1.0000000180025095e-35 0.10444500000000002 -0.079109999999999986 -0.019989999999999997 -0.22253999999999999 0.51164000000000009 -0.061684999999999997 -0.03898999999999999 0.085700000000000012 0.093320000000000014 0.11747 -0.53299999999999992 0.08864000000000001 -0.08595499999999999 0.083250000000000005 -0.51745999999999992 -0.062804999999999986 0.066685000000000008 0.098380000000000009 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 5 -4 -2 -7 8 -8 19 12 17 -10 -13 15 -15 18 -12 -16 -1 21 -21 24 -24 25 -23 27 28 29 -27
right_child=1 2 4 -5 -6 6 7 -9 10 -11 11 13 -14 14 16 -17 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0025943797530463011 -0.00085152463011798404 0.001835085999752794 0.00028253058932699955 0.003870050196461047 -0.0026078826733864843 0.0041371068896968724 0.0038123081073812813 -0.00095759784204087087 0.0014711150028077621 0.0001937608885451813 0.004090461089147319 -0.00089683748796702393 -0.0022215623978991063 0.0042097428003899044 -0.0013773144996394554 0.00085380083619384099 0.0015322811132357848 0.0020254229734940777 0.00095676987224982846 0.0031843201069178331 0.0046132172035868281 -0.0005972442672249269 0.0034296217241457532 -0.00049733013173373865 0.0052053682539345966 0.0031817412686309422 0.0016374254543900678 0.0015750391993358129 0.0024394819647048801 0.0074787436696212919
leaf_weight=1662 21 35 43 28 25 23 23 21 35 22 29 31 20 32 31 24 107 145 45 82 20 22 21 52 21 29 279 88 84 21
leaf_count=1662 21 35 43 28 25 23 23 21 35 22 29 31 20 32 31 24 107 145 45 82 20 22 21 52 21 29 279 88 84 21
internal_value=0 0.00135859 0.000108541 0.00156795 -0.000780121 0.00145814 0.00154383 0.00143399 0.0015302 0.00243925 0.00142501 0.00158564 0.000128323 0.00108042 0.00133688 0.00277148 0.00089788 0.0023696 4.70914e-06 0.00246 0.00214937 0.00207888 0.00193196 0.000632341 0.00210636 0.00198192 0.00209518 0.00267047 0.00338986 0.00498648
internal_weight=0 718 103 615 68 587 566 543 522 2403 499 444 55 270 239 56 183 174 76 2381 719 699 617 73 544 523 501 222 134 50
internal_count=3121 718 103 615 68 587 566 543 522 2403 499 444 55 270 239 56 183 174 76 2381 719 699 617 73 544 523 501 222 134 50
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 4 1 14 2 4 2 9 12 49 2 2 14 0 15 1 4 13 159 1 1 51 52 4 151
split_gain=5.91251 1.01904 0.548695 0.393508 0.370374 0.305101 0.228206 0.224678 0.214763 0.176165 0.138275 0.135271 0.122439 0.0995488 0.0989582 0.0967637 0.09579 0.0798868 0.0704474 0.0660668 0.0648313 0.0597769 0.0628284 0.0623988 0.0592263 0.0556066 0.0534216 0.0439561 0.0670607 0.0432002
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.36766000000000004 0.09253500000000002 0.062655000000000016 0.14753000000000002 -0.35136499999999998 0.089885000000000007 -1.0000000180025095e-35 -0.42850999999999995 -0.054984999999999992 0.10613000000000002 0.094835000000000017 0.097795000000000007 -0.053834999999999994 -0.059484999999999989 0.13075500000000004 0.0052350000000000009 -0.117405 0.0089800000000000019 0.091195000000000012 0.14173500000000003 0.086310000000000012 0.40674500000000008 -0.50690499999999983 -0.086029999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 9 6 8 16 11 10 -3 24 -12 -6 -2 18 -1 -10 -14 -18 -5 22 -13 29 27 -15 -11 28 -4 -24
right_child=1 4 5 20 13 -7 -8 -9 17 26 12 21 15 25 -16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053317511558173113 0.00032346282675957589 0.00040128351024845064 0.00061584091122775144 0.00030694166272939515 0.00018839878474260452 0.00031550639773011508 0.00030412309675240047 0.00028224605692454737 0.00062047431192570411 8.9028445166723595e-05 0.00016280622417185487 0.00039514421448841981 0.00038424255526818367 0.00011058221786158663 0.00046377015398041659 0.00024588079527640232 0.00044840394725180542 0.00047926132794350891 0.000246702499335728 0.0003059101178113258 0.00018636019283363876 0.00044289515923641719 0.00039170311577950146 0.00053922241099742274 0.0004709787773107128 -1.3707786287162819e-05 0.00021900874799957461 0.00043133684736881161 0.00050646715288969041 0.00048063174811753615
leaf_weight=26 23 26 22 60 35 39 25 69 67 31 49 32 41 31 121 165 29 20 22 22 24 240 22 70 213 25 20 29 1060 463
leaf_count=26 23 26 22 60 35 39 25 69 67 31 49 32 41 31 121 165 29 20 22 22 24 240 22 70 213 25 20 29 1060 463
internal_value=0 0.000272551 0.000480066 0.000379145 0.000217937 0.000487459 0.000490422 0.000363502 0.000492504 0.000246618 0.000264563 0.000488641 0.00025173 0.000106366 0.00044136 0.000270841 0.000436315 0.000588012 0.000336213 0.000386936 0.00027249 0.000468966 0.000479625 0.000484496 0.00050093 5.50956e-05 0.000140001 0.000506672 0.000508691 0.000476598
internal_weight=0 673 2448 228 445 2302 2263 146 2238 354 303 2151 277 91 144 228 77 87 63 51 84 827 587 555 1324 56 51 1111 1082 485
internal_count=3121 673 2448 228 445 2302 2263 146 2238 354 303 2151 277 91 144 228 77 87 63 51 84 827 587 555 1324 56 51 1111 1082 485
is_linear=0
shrinkage=0.00196078


Tree=9224
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 0 49 2 16 1 4 4 2 1 12 4 475 124 1 1 52 0 39 3 0
split_gain=7.25192 1.17737 0.543817 0.514106 0.347932 0.312187 0.278814 0.226234 0.193165 0.178941 0.160506 0.175492 0.156834 0.123572 0.113104 0.104566 0.0860646 0.0806926 0.0645343 0.0624505 0.0629836 0.0570381 0.0553398 0.0535529 0.0492753 0.0454334 0.0639889 0.041342 0.0407391 0.0407067
threshold=0.10538500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.10607499999999999 0.082865000000000008 0.13501500000000002 -0.52595999999999987 0.083345000000000016 0.0061450000000000003 -0.062539999999999984 0.11474000000000002 0.16175000000000003 0.087695000000000009 -0.51843499999999987 -0.082014999999999991 -0.081214999999999982 0.13075500000000004 0.089875000000000024 -0.56176499999999996 -0.026509999999999995 0.096625000000000016 0.084940000000000015 -0.064339999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 9 22 -8 -4 10 11 14 13 -7 -1 19 -9 -2 -6 20 -12 -15 -3 -5 -22 -23 -27 -18 -16 -21
right_child=1 4 8 23 18 12 7 16 -10 -11 15 -13 -14 21 28 -17 27 -19 -20 29 24 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00038962690724502456 0.0003761641927192652 0.00010094658618726198 0.00037764883444417854 0.00019448346615117651 3.8587861925006942e-05 0.00022294498961784092 0.00029143282859040066 0.00026098539282479812 0.00019525288341519159 0.00051087294085291521 0.00054235779910750969 0.00047137643860167816 0.00025533961744300318 0.00044584490790747217 0.00018636890413130031 0.00036077435382387857 0.00014527104360055216 0.00024449368332270065 -8.212560379093323e-05 0.00041486745916725562 0.00043632372488270222 0.0004634731372489649 5.7737367694476147e-06 8.4891204274825609e-05 0.00034205060885511936 0.00037724351087104309 0.00029560925802485502 6.4576871995966319e-05 0.00029272715133982094 0.00035355159275751702
leaf_weight=43 121 46 34 60 90 20 53 22 65 76 21 35 48 46 20 110 131 21 21 772 686 20 48 24 22 305 42 30 45 44
leaf_count=43 121 46 34 60 90 20 53 22 65 76 21 35 48 46 20 110 131 21 21 772 686 20 48 24 22 305 42 30 45 44
internal_value=0 0.000169687 0.000400257 0.000284764 0.000110713 0.000406242 0.000142655 0.000178625 0.000257894 0.000417679 0.00041374 0.000350715 0.000361681 0.000373469 0.000311612 0.000419185 0.000145954 0.000356692 1.57502e-05 0.000423344 0.000436533 0.000380758 5.23477e-05 0.000163171 0.000433394 0.0003726 0.000367363 0.000130235 0.000260002 0.000411561
internal_weight=0 667 2454 226 441 2355 330 236 99 1874 1798 143 481 433 108 1655 183 142 111 1545 729 413 94 84 708 367 347 161 65 816
internal_count=3121 667 2454 226 441 2355 330 236 99 1874 1798 143 481 433 108 1655 183 142 111 1545 729 413 94 84 708 367 347 161 65 816
is_linear=0
shrinkage=0.00196078


Tree=9225
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 0 49 1 4 2 150 13 12 4 3 2 1 3 0 4 16 131 132 12 106
split_gain=4.66816 0.741965 0.484865 0.431731 0.328195 0.229915 0.162769 0.149419 0.127229 0.120116 0.110538 0.156997 0.114784 0.0983048 0.0921038 0.0752375 0.0744343 0.0738803 0.070695 0.0602692 0.0581239 0.0548344 0.0535236 0.0522752 0.044693 0.0440831 0.0435647 0.0415735 0.0384114 0.0382638
threshold=0.10538500000000002 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.077845000000000011 0.14960000000000004 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.17025000000000004 1.0000000180025095e-35 -0.004174999999999999 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 0.14530500000000005 0.076935000000000017 0.0051600000000000005 -0.030209999999999997 0.015030000000000002 -0.11118499999999999 0.09031500000000002 0.08696000000000001 0.091840000000000019 0.087690000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 20 6 10 -6 -5 15 11 12 -1 17 16 21 -4 18 -12 -20 27 23 -14 24 28 -16 -2 29 -7 -3
right_child=1 2 14 8 7 9 -8 -9 -10 -11 13 -13 22 -15 25 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041376264340870097 0.00045059238827422499 0.0002289797554198526 0.00011511656052197737 0.00039749564081221735 0.00037371103773709799 0.00048597342779044234 0.0005142117594594131 0.00022656768714927617 0.00024142094837124588 0.00024818870285315208 0.00055833973414868979 0.00048457664114977023 0.00020001172407658078 0.0003732470799226347 9.8975344006029534e-05 0.00028921672842950835 0.00021802350254087908 0.00041923090821844141 0.00033942578555224768 0.00044604185811213099 0.00011535608374020632 0.00043743877886613436 0.00032074340471535239 0.00031255068943688744 0.00036384312429707316 -1.8314538343594818e-05 0.00034928420244478712 0.00013625498870965946 0.00039973262189319777 0.00013951654996786851
leaf_weight=44 47 227 88 28 83 24 79 39 71 26 21 36 20 118 28 29 39 829 21 696 25 83 48 38 128 22 25 24 115 20
leaf_count=44 47 227 88 28 83 24 79 39 71 26 21 36 20 118 28 29 39 829 21 696 25 83 48 38 128 22 25 24 115 20
internal_value=0 0.000227419 0.00020467 0.000412409 0.000241093 0.000417742 0.000427067 0.000326673 0.000285563 0.000377492 0.000423312 0.000371934 0.000335727 0.000427824 0.000118653 0.000385554 0.000146718 0.000431934 0.000446204 0.000442919 0.00020582 0.000392755 0.000285234 0.000380595 0.000390279 4.73678e-05 0.000415416 0.000214166 0.000414623 0.000221736
internal_weight=0 667 595 2454 418 2355 1912 122 99 443 1833 148 112 1685 177 417 127 1567 738 717 296 388 68 305 267 50 72 271 139 247
internal_count=3121 667 595 2454 418 2355 1912 122 99 443 1833 148 112 1685 177 417 127 1567 738 717 296 388 68 305 267 50 72 271 139 247
is_linear=0
shrinkage=0.00196078


Tree=9226
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 12 4 47 1 2 2 14 2 4 1 52 1 2 14 14 47 131 0 4 1 16 15 4 52 475
split_gain=6.59572 1.11909 0.649238 0.609833 0.400437 0.387701 0.25972 0.226252 0.221165 0.164358 0.156246 0.153884 0.133029 0.109011 0.0898751 0.082566 0.0893046 0.170275 0.0602259 0.0600301 0.0563535 0.0527765 0.0514064 0.0535269 0.0510318 0.0450969 0.042661 0.0423059 0.0376554 0.0413698
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.080389999999999989 0.14122000000000004 0.088105000000000003 0.40124500000000002 0.13082500000000002 0.092845000000000025 0.10672500000000001 0.14838000000000004 0.062655000000000016 0.089775000000000008 0.27834500000000006 0.091195000000000012 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.096015000000000017 -0.41790499999999997 0.090100000000000013 0.091440000000000007 0.18019500000000002 0.018150000000000003 0.11588000000000001 -0.44310499999999992 -0.087894999999999987 0.063160000000000008 0.40674500000000008 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 5 8 6 20 11 10 -1 24 13 12 14 -4 28 -14 22 -18 -13 -15 -3 -2 23 -17 -7 -25 -12 -6 29 -5
right_child=1 2 7 4 27 9 -8 -9 -10 -11 26 18 15 19 -16 16 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049958991270293205 0.00057914818142667233 0.00029201462381674116 0.00032370041871896803 0.00050191147577322611 0.00028867145945482396 0.00054768998394994178 0.00034993425566776125 0.00037108613664204861 0.00031006902267689173 0.00032820748834828142 0.00016076546645206087 0.00066452848098837527 0.00061069858294946172 0.00029317617520623008 0.0005239835903117924 0.00054432528479491065 0.00032772913030987858 0.00052801602312958535 0.00054884554903491655 0.00018293678519714902 0.00038095827159636159 0.00046123723189036051 0.00043265664329131444 0.00055417232128741054 0.00044352426744258196 0.0004908035428417164 6.4118332567387351e-05 0.00041467933650332894 0.00049878507365588268 0.00057141667631162231
leaf_weight=40 54 190 41 34 20 40 25 34 58 30 59 62 45 24 221 516 25 47 24 91 32 20 20 59 33 161 25 21 30 1040
leaf_count=40 54 190 41 34 20 40 25 34 58 30 59 62 45 24 221 516 25 47 24 91 32 20 20 59 33 161 25 21 30 1040
internal_value=0 0.000319796 0.000291693 0.000538973 0.000545292 0.000350965 0.000548703 0.000221388 0.000387424 0.00045039 0.00020018 0.000550879 0.000547695 0.000236892 0.000560077 0.000528903 0.000524457 0.000458472 0.000632245 0.000205943 0.000304835 0.00054728 0.000530741 0.000533407 0.000500601 0.000507798 0.000132001 0.000353212 0.000567302 0.000569216
internal_weight=0 673 599 2448 2350 325 2309 274 98 103 240 2284 2198 156 1325 873 828 72 86 115 222 74 756 736 73 220 84 41 1104 1074
internal_count=3121 673 599 2448 2350 325 2309 274 98 103 240 2284 2198 156 1325 873 828 72 86 115 222 74 756 736 73 220 84 41 1104 1074
is_linear=0
shrinkage=0.00196078


Tree=9227
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 2 2 1 1 11 1 4 50 11 14 3 4 43 43 47 12 15 3 12 1429 51
split_gain=10.0778 1.65998 0.980764 0.863704 0.592578 0.581227 0.45174 0.285155 0.32108 0.268255 0.225194 0.216687 0.142162 0.119777 0.154289 0.158581 0.113474 0.104503 0.0873243 0.0857437 0.0848845 0.0832441 0.0828641 0.0825302 0.0711681 0.0669385 0.0794093 0.065468 0.0622775 0.136946
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.14285500000000004 0.40124500000000002 0.14285500000000004 0.40945500000000007 0.089885000000000007 0.11474000000000002 0.077845000000000011 0.091450000000000017 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.086295000000000011 1.0000000180025095e-35 -0.41790499999999997 -0.11171999999999999 -0.036839999999999991 0.016310000000000002 -0.14792499999999997 0.090100000000000013 0.090285000000000018 -0.41942499999999994 0.31534000000000006 0.10061500000000002 0.084690000000000015 -0.086719999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 5 23 6 9 8 -4 12 27 -5 17 14 19 -16 25 28 -10 21 -2 -11 -15 -3 -21 -9 -27 -6 -1 -30
right_child=1 2 7 11 10 -7 -8 16 18 13 -12 -13 -14 22 15 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00064661500600441432 0.00065961689691917567 0.00030262673977941227 0.00037793388239195275 0.00057163224359895999 0.00060494123164801317 0.00037757623257080833 0.00035681103213745005 0.00017601233077462481 0.00031110303603411831 0.00058943566987284222 0.00034031223809152707 0.00036711561064569064 0.00059176511681672574 0.0005597203322986261 0.00060324353591150262 0.00040397791421812159 0.00026607093851143451 0.00072615750694401352 0.0001686545084438967 0.00063110631691769444 0.00051775387567437549 0.0004269513562188854 0.00070223070605693924 0.00041026357497435574 0.00058815184851630233 0.00012487435313006124 -2.8480580020052433e-05 0.00049035128100505319 0.00044910549094863964 0.00064054590179765745
leaf_weight=1054 50 190 63 28 41 39 25 35 21 27 26 69 210 21 28 34 22 61 78 214 24 22 62 32 483 34 21 36 20 51
leaf_count=1054 50 190 63 28 41 39 25 35 21 27 26 69 210 21 28 34 22 61 78 214 24 22 62 32 483 34 21 36 20 51
internal_value=0 0.000336549 0.000302321 0.000607472 0.000375172 0.000614953 0.000618957 0.000215911 0.000268506 0.000621823 0.000498091 0.000426151 0.000638788 0.000595242 0.000587955 0.000493969 0.000139836 0.000647114 0.000198871 0.000595766 0.000613607 0.000516484 0.000666174 0.000318142 0.00060134 0.000108979 6.63207e-05 0.000551367 0.000642829 0.000586619
internal_weight=0 673 599 2448 325 2351 2312 274 162 2287 103 97 1396 891 808 62 112 1186 99 746 74 49 83 222 697 90 55 77 1125 71
internal_count=3121 673 599 2448 325 2351 2312 274 162 2287 103 97 1396 891 808 62 112 1186 99 746 74 49 83 222 697 90 55 77 1125 71
is_linear=0
shrinkage=0.00196078


Tree=9228
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 39 14 1 4 2 4 52 2 47 49 0 47 150 12 1 4 2 3 4 13 1 157 11 12
split_gain=9.32617 1.53854 0.779701 0.693501 0.51008 0.418169 0.380413 0.35493 0.348699 0.244988 0.190441 0.164005 0.142093 0.133124 0.133038 0.122498 0.11472 0.203173 0.113113 0.111015 0.099658 0.0945184 0.0935651 0.0935126 0.0884481 0.0840609 0.0710642 0.0604013 0.0589791 0.0588101
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.10188000000000001 0.087880000000000014 0.062655000000000016 0.092845000000000025 -0.17966999999999997 0.13501500000000002 0.24564500000000003 0.056145000000000007 0.094835000000000017 1.0000000180025095e-35 -0.054984999999999992 -0.11173999999999999 0.078875000000000015 1.0000000180025095e-35 0.09141500000000001 0.13075500000000004 -0.52556499999999995 0.10613000000000002 -0.14989499999999997 0.022185000000000003 -0.47860499999999995 0.097525000000000014 -0.08107499999999998 1.0000000180025095e-35 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 15 6 7 9 11 13 -3 18 16 25 -1 -8 -2 17 24 26 21 -5 -18 29 -23 -4 -6 -7 -21 -9 -11
right_child=1 4 5 20 12 10 14 28 -10 22 -12 -13 -14 -15 -16 -17 19 -19 -20 27 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066632279181847711 0.00043100682877239164 0.00057851676829159262 0.00048122127225403398 0.0003807119937808393 0.00015697399127584987 0.00056910095490999158 0.00021210886062293571 0.00067323510796805605 0.00036478338622561679 0.00035612433497194675 0.00042866804698353858 0.00047518747117819072 0.00025577825007905416 0.00049862701993303577 0.000346463254051284 0.00058711252936357195 0.00076532566384789481 0.00074233002230232831 0.00044359452543122805 0.00050833310744544937 0.00023121095861283929 0.00050547400818151591 0.00032340247876858048 0.0006407226760514475 0.0006163588709474562 7.1975647964898274e-06 0.00064458665597395229 0.00061109142862368019 0.00078852366186844304 0.00049949470316450011
leaf_weight=28 23 20 60 60 34 256 121 24 66 22 39 28 32 52 37 121 23 20 24 23 24 20 132 1138 27 25 59 502 59 22
leaf_count=28 23 20 60 60 34 256 121 24 66 22 39 28 32 52 37 121 23 20 24 23 24 20 132 1138 27 25 59 502 59 22
internal_value=0 0.000348611 0.000609235 0.000479586 0.000281504 0.000618048 0.000315162 0.000629762 0.000470283 0.000372873 0.000558425 0.000624107 0.000150571 0.000557321 0.000243572 0.000562179 0.000626407 0.000564127 0.000573353 0.000630313 0.000337997 0.000640859 0.000349504 0.000638387 0.000523161 9.35094e-05 0.00058324 0.00060659 0.000755187 0.00042781
internal_weight=0 673 2448 228 445 2302 354 1924 146 196 378 1841 91 80 158 144 1813 107 339 1706 84 1181 176 1158 87 59 315 525 83 44
internal_count=3121 673 2448 228 445 2302 354 1924 146 196 378 1841 91 80 158 144 1813 107 339 1706 84 1181 176 1158 87 59 315 525 83 44
is_linear=0
shrinkage=0.00196078


Tree=9229
num_leaves=31
num_cat=0
split_feature=1 3 2 124 2 4 16 42 4 2 15 14 43 4 3 3 3 12 12 12 13 12 16 159 51 160 13 1455 43 51
split_gain=0.224064 0.0488471 0.026584 0.023983 0.0224907 0.0220394 0.0195293 0.0170939 0.0152734 0.014694 0.0175985 0.0145304 0.0164292 0.0202948 0.0273613 0.0202848 0.0194496 0.0158935 0.0153395 0.0204798 0.0273351 0.0237194 0.0160335 0.0239935 0.0228766 0.030304 0.0183016 0.0167564 0.0141727 0.0196604
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 -0.076779999999999987 0.13404500000000005 -0.036839999999999991 0.13751500000000003 -0.0060199999999999993 -0.17966999999999997 0.10559 -0.41942499999999994 0.062655000000000016 -0.52440999999999993 -0.50052499999999989 -0.20241999999999996 -0.10519499999999998 0.086245000000000016 0.082480000000000012 0.083370000000000014 0.083785000000000012 -0.085744999999999988 0.083875000000000019 0.0057500000000000008 0.088800000000000004 -0.085384999999999989 -0.082299999999999984 -0.086254999999999984 -0.094999999999999987 -0.078139999999999973 -0.016074999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 7 11 -2 -6 -1 -3 -7 -11 12 -5 15 -15 -14 17 -16 -19 20 -20 -21 24 26 25 -23 -24 -26 29 -28
right_child=1 2 -4 4 6 9 -8 -9 -10 10 -12 -13 13 14 16 -17 -18 18 19 21 -22 22 23 -25 27 -27 28 -29 -30 -31
leaf_value=0.0046488318592309954 0.0050962065121367278 0.0039356693309465689 -0.0013653416634437946 0.0017916863877326253 0.00072713026225014975 0.0038344457587248986 0.004740863513407848 0.0019318556962453091 0.0019291439320382705 0.0036946088054017829 0.0006745391260009519 0.0059773694908054655 0.0083072785512897478 0.0017922009478377944 0.0058496485596859008 0.0051267929914264156 0.0032239854499533935 0.0023247043003461194 0.0045389564766082913 0.001289304926814068 0.0095446738664031732 0.0047150230633893186 0.0070827669146555396 0.0013823181464930156 0.0072919068112969401 0.0091287706496327049 0.0059160614778077832 0.0046786311884945879 0.0032030781511113876 0.0036365257856367087
leaf_weight=39 76 42 23 20 27 107 22 57 392 35 43 85 29 34 117 65 91 28 24 21 20 35 22 31 25 28 71 1323 108 81
leaf_count=39 76 42 23 20 27 107 22 57 392 35 43 85 29 34 117 65 91 28 24 21 20 35 22 31 25 28 71 1323 108 81
internal_value=0 0.00257108 0.00194775 0.00458431 0.00464876 0.00366251 0.00252921 0.00303563 0.00212332 0.00307353 0.0020297 0.00469475 0.00464458 0.00467108 0.00460548 0.00610801 0.00465272 0.00471994 0.0046472 0.00468355 0.00681428 0.00462982 0.00467051 0.00402302 0.00481414 0.00667669 0.00431331 0.0047271 0.00407897 0.00470131
internal_weight=0 718 457 2403 2307 261 49 96 434 185 78 2258 2173 2153 2059 94 2025 1934 1817 1789 44 1745 1724 313 1411 63 282 1348 260 152
internal_count=3121 718 457 2403 2307 261 49 96 434 185 78 2258 2173 2153 2059 94 2025 1934 1817 1789 44 1745 1724 313 1411 63 282 1348 260 152
is_linear=0
shrinkage=0.1


Tree=9230
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 47 1 150 2 1 16 4 12 2 14 1 34 13 47 3 12 4 3 4 399 4 3 51 43 2
split_gain=7.19311 0.893868 0.809854 0.509415 0.462036 0.319514 0.265072 0.204152 0.199435 0.185999 0.175412 0.169268 0.13174 0.126821 0.125881 0.115884 0.10742 0.0789343 0.078699 0.087188 0.0652653 0.0749268 0.0715929 0.0585882 0.0585227 0.0579281 0.0578327 0.0586212 0.0516843 0.124648
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.085055000000000006 0.099515000000000006 0.085505000000000012 0.09253500000000002 1.0000000180025095e-35 0.14122000000000004 0.089770000000000016 -0.061854999999999993 0.40124500000000002 0.087005000000000013 0.13754500000000003 0.062655000000000016 0.10124500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08265500000000002 0.084940000000000015 0.09141500000000001 -0.51843499999999987 -0.12711499999999995 -0.0070899999999999991 0.09141500000000001 0.038415000000000012 0.086245000000000016 -0.087719999999999979 -0.079914999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 9 13 -4 8 25 14 -7 23 18 16 20 -9 -3 -18 19 -11 21 -1 -22 -5 -24 -6 -23 -28 -2 -30
right_child=1 5 6 11 7 10 -8 15 -10 12 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 22 26 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00069807148447223737 0.00026211842696788931 0.0001558786094321084 0.00052890992941465888 0.00057506587384911756 0.00054388486412392943 0.0002491738583085527 0.00032104146186578264 0.00048591011751662283 0.00038491072812857439 0.00030850812993651514 0.00043409627365377051 0.00035393579640728625 0.0005480066795791516 0.00014218042939593417 0.00065788519136887982 0.00028381933636196393 0.00022844459890819849 0.00035949222192630854 0.00054660737450978544 0.00047931687631789724 0.00044015587718825158 0.00058283527373332385 0.00055144946785544002 0.00047439203393334297 0.00066104045247330383 0.00049450814403443092 0.00059564300757997178 0.00045765498760102808 0.00045391746042739778 0.00030637702061788493
leaf_weight=21 47 40 34 46 287 41 77 20 41 20 38 29 272 102 74 24 43 30 23 27 21 1091 296 43 20 134 20 29 28 103
leaf_count=21 47 40 34 46 287 41 77 20 41 20 38 29 272 102 74 24 43 30 23 27 21 1091 296 43 20 134 20 29 28 103
internal_value=0 0.000308067 0.000548482 0.000384129 0.000555994 0.000231487 0.000384713 0.000503301 0.000515455 0.000569925 0.000338124 0.000484034 0.000528484 0.000192304 0.00057894 0.000375679 0.000237549 0.0002823 0.000452624 0.000406632 0.000575041 0.000582013 0.000551018 0.000526426 0.000558386 0.000528169 0.000579876 0.000513977 0.000317899 0.000337912
internal_weight=0 590 2531 296 2420 294 111 506 462 1914 79 118 342 215 1572 44 113 73 70 47 1498 1161 337 89 316 421 1140 49 178 131
internal_count=3121 590 2531 296 2420 294 111 506 462 1914 79 118 342 215 1572 44 113 73 70 47 1498 1161 337 89 316 421 1140 49 178 131
is_linear=0
shrinkage=0.00196078


Tree=9231
num_leaves=31
num_cat=0
split_feature=1 3 0 124 16 2 16 42 45 3 14 0 4 49 0 4 130 2 0 160 1 43 4 52 41 16 12 49 16 15
split_gain=0.216009 0.0461668 0.0244267 0.022229 0.0217 0.0203098 0.0163966 0.0156995 0.0148603 0.0135223 0.0129621 0.0155571 0.0325676 0.0289138 0.0262799 0.0174697 0.0178801 0.0167411 0.015724 0.0137793 0.0244135 0.0133784 0.0148895 0.0131162 0.0176116 0.012791 0.0126735 0.0145775 0.0221547 0.0149393
threshold=0.10337500000000001 -0.053259999999999995 0.089620000000000019 -0.076779999999999987 -0.25582999999999995 0.13404500000000005 0.13751500000000003 -0.0060199999999999993 0.10526500000000001 -0.24190499999999995 0.062655000000000016 -0.10607499999999999 0.0033150000000000007 -0.0043999999999999985 -0.15599999999999997 0.022185000000000003 0.09567500000000001 0.11293500000000002 -0.097734999999999989 -0.037174999999999993 1.0000000180025095e-35 -0.51144999999999985 -0.52556499999999995 -0.088204999999999992 0.079395000000000007 -0.052894999999999991 0.097825000000000009 0.0093850000000000027 -0.020119999999999996 -0.30407999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 7 -2 10 -7 -1 26 -6 11 12 14 -14 -5 18 17 25 -13 -15 -21 -20 -23 -12 -25 -17 27 29 -29 -3
right_child=1 2 -4 5 9 6 -8 -9 -10 -11 23 15 13 19 -16 16 -18 -19 21 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0045988325663925845 0.0022865456779039019 0.0016659350947573306 -0.0013635793523419472 0.0035774024258563783 0.0064703101918591232 0.00094045460616514354 0.0046181977080281779 0.001995023357959693 0.0046019159664865581 0.0039161152398025333 0.0041347803018087969 0.0069088883797282022 0.0026521973216539606 0.0034372252065804788 -0.00054854247808599707 0.0042230939046087931 0.0013094343800240985 0.0060998120322919396 0.0023928810609504581 0.0051652901704706579 0.0093502683355472984 0.0068740198669150808 0.0047295049345601886 0.0081285595547940064 0.0044654474826529627 0.0018385604414488039 4.5578440110529621e-05 0.0019817220870978558 -0.0018667038308367843 0.0030574226635258781
leaf_weight=39 81 138 21 38 24 27 22 57 23 152 29 34 47 20 26 82 26 34 24 46 20 33 1712 35 21 31 31 52 21 175
leaf_count=39 81 138 21 38 24 27 22 57 23 152 29 34 47 20 26 82 26 34 24 46 20 33 1712 35 21 31 31 52 21 175
internal_value=0 0.00256708 0.00196837 0.0045438 0.00364104 0.00460584 0.00259169 0.00305282 0.00212739 0.00426441 0.00464955 0.00460216 0.00375475 0.00464667 0.00190124 0.00468665 0.00372675 0.0041543 0.00477875 0.00573667 0.00643347 0.00473781 0.00477006 0.00586097 0.00675489 0.00356893 0.00199091 0.00214714 0.000874641 0.00244392
internal_weight=0 718 461 2403 257 2307 49 96 440 176 2258 2173 197 133 64 1976 173 147 1803 86 66 1769 1745 85 56 113 417 386 73 313
internal_count=3121 718 461 2403 257 2307 49 96 440 176 2258 2173 197 133 64 1976 173 147 1803 86 66 1769 1745 85 56 113 417 386 73 313
is_linear=0
shrinkage=0.1


Tree=9232
num_leaves=31
num_cat=0
split_feature=1 3 52 4 2 12 2 160 157 43 51 0 47 124 13 42 4 48 14 16 15 42 16 40 11 51 160 1 2 481
split_gain=0.174967 0.0411133 0.0283403 0.019437 0.0179371 0.0166842 0.0165864 0.0154822 0.0166812 0.0180362 0.0215729 0.0185526 0.0174711 0.0152633 0.0163413 0.0152619 0.0137506 0.0135327 0.0147789 0.0157068 0.0240353 0.0132674 0.0169936 0.0132266 0.0128569 0.0200347 0.0122359 0.0143106 0.0258899 0.0198204
threshold=0.10337500000000001 0.31370500000000007 -0.40967499999999996 0.40124500000000002 0.093320000000000014 -0.42850999999999995 0.15950500000000004 -0.40698999999999991 -0.081749999999999975 -0.24021999999999996 0.10876000000000001 -0.062764999999999974 0.078345000000000012 -0.076779999999999987 0.10935500000000002 -0.062154999999999995 0.41257000000000005 -0.079804999999999987 -0.47013499999999991 -0.42170999999999997 -0.42198999999999992 0.11649000000000002 -0.079734999999999986 -0.026419999999999996 1.0000000180025095e-35 0.084305000000000019 -0.54913999999999985 0.080270000000000022 0.089885000000000007 -0.08347499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 24 -3 -7 -4 -9 -10 12 -12 17 23 21 -16 -14 -11 -19 -20 -21 -15 -23 -6 26 -26 -1 -28 29 -29
right_child=1 5 7 -5 13 6 -8 8 9 10 11 -13 16 14 15 -17 -18 18 19 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0059866326242813683 0.0042923822690566858 0.002235332732088864 0.0050735774985514589 0.0011306792301845482 0.00062899509784042969 0.00062831291301256942 -0.002710105476646938 -0.00059353209799155597 0.0048651310610929857 0.0041222992760594932 0.0053535495818642954 0.0015732649283017965 0.0039356627614380649 0.0041542344925081997 0.003985195029859564 0.0008110001718512538 0.0010432989114302804 0.003712334420281248 0.0021517075341695026 -0.0021907026655613804 0.0011257347653800091 0.0049918392292139209 0.0016355444805716008 0.0038401603273561465 0.0065870840996029552 0.0028820237144827846 0.0044120915157998082 0.0010557086530910886 0.00056208157911896706 0.0040604999029016211
leaf_weight=39 87 35 20 22 29 46 22 20 27 20 37 20 65 536 28 33 22 26 108 26 137 22 48 23 54 20 1020 23 24 482
leaf_count=39 87 35 20 22 29 46 22 20 27 20 37 20 65 536 28 33 22 26 108 26 137 22 48 23 54 20 1020 23 24 482
internal_value=0 0.00231037 0.00262005 0.00408942 0.00411676 0.000461327 -0.000451764 0.0023445 0.00223705 0.00235306 0.00220593 0.00402713 0.00194898 0.00369946 0.0038281 0.00226801 0.00320426 0.00160447 0.00143492 0.00121643 0.000596732 0.00398514 0.00269038 0.00204932 0.00429728 0.00558572 0.00423724 0.0041932 0.00377114 0.00392365
internal_weight=0 718 615 2403 2381 103 68 528 508 488 461 57 404 719 667 61 87 317 297 271 163 606 70 52 1662 74 1588 1549 529 505
internal_count=3121 718 615 2403 2381 103 68 528 508 488 461 57 404 719 667 61 87 317 297 271 163 606 70 52 1662 74 1588 1549 529 505
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=31
num_cat=0
split_feature=1 3 52 13 4 2 11 12 41 43 3 43 124 131 43 43 12 52 0 42 0 151 1429 3 43 484 16 2 4 475
split_gain=0.141724 0.0334892 0.0234503 0.0181151 0.015744 0.0149476 0.016467 0.0176103 0.049437 0.0251457 0.0154742 0.0356984 0.0141055 0.0146921 0.0172489 0.0189766 0.0193273 0.0178923 0.0137405 0.0175169 0.0195377 0.0132978 0.0135491 0.0329821 0.0198806 0.0167555 0.0145065 0.0168978 0.0152346 0.0148411
threshold=0.10337500000000001 0.31534000000000006 -0.40967499999999996 -0.47860499999999995 0.40124500000000002 0.10060500000000001 1.0000000180025095e-35 0.085785000000000014 0.07677500000000001 -1.0000000180025095e-35 -0.10831999999999999 -1.0000000180025095e-35 0.0049200000000000008 0.096070000000000016 -0.24021999999999996 -0.041049999999999996 -0.015429999999999998 0.12445000000000002 -0.089019999999999974 0.11839500000000001 -0.07929499999999999 1.0000000180025095e-35 0.084770000000000012 -0.087429999999999994 -0.081944999999999976 0.085905000000000009 0.18438500000000005 0.090425000000000019 -0.35136499999999998 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 21 9 -9 -8 11 -7 13 14 -4 17 -17 -16 -12 20 -20 22 26 -24 -25 -26 28 -28 -1 -30
right_child=1 3 12 -5 -6 10 7 8 -10 -11 18 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.0066283285972617931 0.0038631440514976956 0.0013509038486517967 0.0047018763356997326 -0.0015838382215323775 0.0010176113351586869 -0.0016412903244296712 0.0089467186099764975 0.0067493989498221456 0.00069380019827244377 0.0043111898601055146 0.0022809122384171046 0.0035467215252689734 0.00018172308854344819 0.0043042292090831324 0.00078407428177675552 0.005434949194923753 0.0022645912142451653 0.0032746758278725408 0.0069841840592700811 0.0019002505813577129 0.0037923635373998763 0.002517345591191573 -0.00095328359864652154 0.0056180126456699024 0.003984175008049028 0.00021793603497956483 0.0040391538396458296 0.0014123772755265237 0.0053958259811266686 0.0038521364397191126
leaf_weight=21 87 58 24 33 22 21 22 28 26 25 84 36 36 32 164 21 228 35 21 44 221 83 20 30 27 21 48 50 65 1488
leaf_count=21 87 58 24 33 22 21 22 28 26 25 84 36 36 32 164 21 228 35 21 44 221 83 20 30 27 21 48 50 65 1488
internal_value=0 0.00207934 0.00233952 0.000286657 0.00368048 0.00370508 0.00382221 0.00506564 0.00383374 0.00648101 0.00316909 0.00163535 0.00209405 0.00223064 0.00209006 0.00195014 0.00253197 0.00122212 0.00340537 0.00373563 0.00406934 0.00375443 0.00381244 0.00266963 0.00359859 0.00233645 0.00387943 0.00269896 0.00395292 0.00391675
internal_weight=0 718 627 91 2403 2381 1954 101 54 47 427 57 540 504 472 448 249 199 370 286 242 1853 1770 98 78 48 1672 98 1574 1553
internal_count=3121 718 627 91 2403 2381 1954 101 54 47 427 57 540 504 472 448 249 199 370 286 242 1853 1770 98 78 48 1672 98 1574 1553
is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=31
num_cat=0
split_feature=1 2 12 106 1 16 156 12 14 49 4 1 15 0 151 43 0 4 13 40 48 15 151 3 1374 160 160 160 481 16
split_gain=0.117955 0.0331149 0.0172078 0.0162837 0.015128 0.0148891 0.0250585 0.0203958 0.0148888 0.0151045 0.0269545 0.0196374 0.0293047 0.0196921 0.0175101 0.0157762 0.0150578 0.0145346 0.017485 0.0163607 0.0141545 0.0156546 0.0138742 0.0134069 0.0131199 0.0125378 0.0155328 0.0156601 0.0211964 0.0119403
threshold=0.12000500000000001 0.10613000000000002 0.086095000000000019 0.085655000000000009 0.16773500000000005 -0.0087049999999999992 0.10854500000000002 -0.042789999999999988 0.076175000000000007 -0.008964999999999999 -0.021294999999999998 0.085605000000000014 -0.094329999999999983 -0.089964999999999976 -0.080549999999999997 -0.085474999999999982 -0.15202999999999997 0.27287000000000006 -0.0013449999999999996 -0.066419999999999993 0.089575000000000016 -0.0072999999999999992 -0.0083949999999999979 -0.026224999999999995 0.081125000000000017 -0.55323499999999981 -0.54200499999999985 -0.52800499999999995 -0.15036499999999997 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 29 17 7 -7 9 10 20 13 -13 -12 23 -15 -11 18 -3 -19 21 -1 -16 -14 25 -18 -27 -28 -29 -2
right_child=4 2 -4 -5 -6 6 -8 -9 -10 16 11 12 14 15 22 -17 24 19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0038839621003717187 0.00067594743215604065 0.0024181128884463209 0.0029625508506115547 0.001043698728705446 -0.0012697018946156555 0.0017807524586096407 0.0036577730816567226 -0.002005916212995847 0.0046793057171757831 0.0054782279401681287 0.0043161743790863386 -0.0012128799410220381 -0.0010066539769814839 0.0030405978035346112 0.0054453404747288334 5.1210763760738904e-05 0.0013565642790247998 -0.00099377176491543639 0.0059598100115545102 0.0023717365242051668 0.0024080613070899355 0.0076375151984393597 0.0021391035321479046 0.0023358611067773641 0.0059591278541483925 0.0057546925358630168 0.00072938521016939462 0.006650841429363937 0.0033757091219806753 0.0019272101577042502
leaf_weight=25 134 46 299 30 23 25 21 33 86 36 70 32 21 51 22 27 30 20 20 52 21 20 30 28 20 28 22 20 1652 177
leaf_count=25 134 46 299 30 23 25 21 33 86 36 70 32 21 51 22 27 30 20 20 52 21 20 30 28 20 28 22 20 1652 177
internal_value=0 0.00319374 0.00247059 0.00335804 0.00120506 0.00179272 0.000697934 -0.000373731 0.00338903 0.00333754 0.00273322 0.00230608 0.00142423 0.00309855 0.00225975 0.00200581 0.00345352 0.00241945 0.00349135 0.00143687 0.0045518 0.00555221 0.0035379 0.000903355 0.00341238 0.00338331 0.00341862 0.00338001 0.00341489 0.00138808
internal_weight=0 2787 516 2271 334 217 79 58 2241 2155 347 281 133 148 101 78 1808 138 66 72 66 45 52 49 1772 1752 1722 1694 1672 311
internal_count=3121 2787 516 2271 334 217 79 58 2241 2155 347 281 133 148 101 78 1808 138 66 72 66 45 52 49 1772 1752 1722 1694 1672 311
is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 4 1 1 14 150 0 1 1 1 0 12 4 3 42 2 124 0 133 4 4 2
split_gain=11.873 1.86003 1.01698 0.778204 0.776043 0.620469 0.458341 0.357397 0.324657 0.320984 0.293157 0.267619 0.195906 0.172293 0.169591 0.137881 0.114214 0.105919 0.104919 0.104198 0.131095 0.101703 0.0980564 0.12622 0.0973068 0.0801434 0.0797889 0.0779599 0.076374 0.0732017
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.14122000000000004 -0.062539999999999984 0.09253500000000002 0.089770000000000016 0.062655000000000016 1.0000000180025095e-35 -0.095504999999999993 0.122715 0.13075500000000004 0.13436000000000001 -0.066689999999999985 0.090545000000000014 -0.51253999999999988 0.086245000000000016 0.085465000000000013 0.089885000000000007 -0.082135 -0.010949999999999998 -1.0000000180025095e-35 -0.036839999999999991 -0.031404999999999995 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 11 24 -8 13 -9 -4 12 19 -7 -13 27 26 -11 -16 20 -1 -22 -21 -24 -3 -10 -5 -2 -23 -6
right_child=1 4 10 16 29 8 7 9 25 17 -12 14 -14 -15 18 -17 -18 -19 -20 22 21 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085302057330793142 0.00068631728022706267 0.00029164646681162782 0.00061018168754368638 0.00031191656347729409 0.00017886216835711014 0.0006314645456304 0.00058576087546504405 0.00055212939591133968 0.00052296900852165081 0.00034420063048111102 0.00038426088768069407 0.00053553452806904178 0.00079340627135646743 0.00047747763585956657 0.00066741164338911512 0.00047681686708337154 0.00024584268183246546 0.00019898475002523997 0.00054031856389356262 0.00068858607546001653 0.00070059127071456185 0.00069355617662549126 0.00048654793218814112 0.00064679593919512817 0.00016654983459356333 0.00034953630017887059 0.00046029592853643085 0.00058333260283930451 0.00053315705879061835 6.1499377605745393e-05
leaf_weight=21 50 45 34 22 84 406 30 28 21 158 63 57 74 30 231 29 24 22 28 218 1043 21 22 134 51 20 38 65 25 27
leaf_count=21 50 45 34 22 84 406 30 28 21 158 63 57 74 30 231 29 24 22 28 218 1043 21 22 134 51 20 38 65 25 27
internal_value=0 0.000366138 0.000660202 0.000510148 0.000292352 0.00066832 0.000339557 0.000385688 0.000605182 0.000356832 0.00046345 0.000684391 0.000694944 0.000620869 0.000632362 0.00059764 0.000360162 0.000326452 0.000653672 0.000690034 0.000699571 0.000696612 0.000661729 0.000624197 0.000225189 0.000438368 0.00040589 0.000628109 0.000606383 0.000150314
internal_weight=0 673 2448 228 445 2351 334 238 477 208 97 1874 1558 436 316 144 84 180 259 1484 1110 1089 374 156 96 41 60 115 46 111
internal_count=3121 673 2448 228 445 2351 334 238 477 208 97 1874 1558 436 316 144 84 180 259 1484 1110 1089 374 156 96 41 60 115 46 111
is_linear=0
shrinkage=0.00196078


Tree=9236
num_leaves=31
num_cat=0
split_feature=1 2 12 124 47 133 15 151 2 16 133 376 14 10 2 47 160 376 15 16 2 4 3 9 51 15 402 133 403 403
split_gain=0.129807 0.0312213 0.0237766 0.0154954 0.0139792 0.0152924 0.0150307 0.0214585 0.0134996 0.0137256 0.0132944 0.0229416 0.0157535 0.0145536 0.0140336 0.0201123 0.0193096 0.0127183 0.012641 0.0200389 0.0125507 0.0125026 0.0117391 0.0112679 0.0099305 0.010508 0.00992398 0.0143556 0.0142501 0.0215532
threshold=0.10337500000000001 0.13622000000000004 1.0000000180025095e-35 -0.076779999999999987 0.085505000000000012 0.089755000000000015 -0.41942499999999994 -1.0000000180025095e-35 0.13404500000000005 0.13751500000000003 0.089200000000000015 0.088235000000000008 -0.46413499999999996 0.09820000000000001 0.116525 0.10621500000000002 -0.082299999999999984 0.084545000000000009 0.035560000000000008 -0.0048099999999999992 0.10774000000000002 1.0000000180025095e-35 0.0051600000000000005 0.092235000000000011 0.10614000000000001 -0.067579999999999987 0.085720000000000018 0.11269500000000002 0.23383500000000004 0.4024950000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 17 5 6 -3 -8 26 -10 12 -12 -2 14 15 16 -14 -1 19 20 21 -18 -16 24 25 -4 -5 28 -28 -30
right_child=1 4 23 8 -6 -7 7 -9 9 -11 11 -13 13 -15 22 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0015364247236528388 0.0047861681855283682 0.0012359853218575675 0.0021406075061708124 0.0035284136169037791 0.0024793427248368974 0.0028375596972182397 0.0010435565050491797 -0.0025849311866272145 0.00041878821449009356 0.0037836718388875438 -0.0017218731916867772 0.0027220285697174924 0.0049029544122855774 -0.00071797814249293886 -0.00098420919014394963 0.005501770173820357 0.0029058587475446988 0.0040687348577193921 0.0039670745935291053 -0.0014493984762917866 0.0036602887973588498 -0.00036775446205865596 0.0017714114586012261 0.00096601372400376335 0.0052651246543973691 0.0037450298827386356 0.0048510190192295397 0.0019264877472708647 0.00074703059411452459 0.0044578380448122819
leaf_weight=68 20 49 66 1978 40 21 28 39 27 22 26 21 22 20 22 21 20 28 20 22 28 28 52 21 25 107 185 26 24 45
leaf_count=68 20 49 66 1978 40 21 28 39 27 22 26 21 22 20 22 21 20 28 20 22 28 28 52 21 25 107 185 26 24 45
internal_value=0 0.00198751 0.00236469 0.00351985 0.00083465 0.000354447 -9.50815e-05 -0.00106855 0.00357166 0.00192955 0.00181796 0.0002637 0.0020836 0.00187163 0.00209202 0.00261593 0.00218306 0.00227502 0.00167596 0.00120838 0.00197774 0.000996251 0.000952173 0.00316855 0.00340215 0.00313294 0.00360729 0.0041645 0.00439358 0.00316712
internal_weight=0 718 541 2403 177 137 116 67 2307 49 322 47 275 255 235 161 140 96 118 98 76 48 74 219 198 173 2258 280 254 69
internal_count=3121 718 541 2403 177 137 116 67 2307 49 322 47 275 255 235 161 140 96 118 98 76 48 74 219 198 173 2258 280 254 69
is_linear=0
shrinkage=0.1


Tree=9237
num_leaves=31
num_cat=0
split_feature=1 2 0 3 0 12 106 0 1424 0 4 15 4 48 160 4 3 1210 51 52 48 39 159 4 403 156 2 50 160 52
split_gain=0.105527 0.0258407 0.019312 0.019007 0.017946 0.0178144 0.0161739 0.0157916 0.0156699 0.0144084 0.0240885 0.028954 0.0498281 0.0284894 0.0226435 0.019869 0.0146607 0.0144261 0.0126698 0.0142249 0.0203844 0.0125074 0.0123327 0.0117042 0.0114495 0.0113733 0.0186257 0.0150621 0.0113219 0.0247852
threshold=0.11690500000000002 0.10613000000000002 -0.15202999999999997 0.30112000000000005 -0.23091999999999999 -0.42850999999999995 0.086340000000000014 0.14486500000000005 1.0000000180025095e-35 -0.076579999999999995 -0.17966999999999997 0.085550000000000015 -0.055319999999999994 0.093265000000000015 -0.085834999999999981 -0.085594999999999991 0.092670000000000016 -0.081594999999999987 -0.021449999999999997 -0.080114999999999978 0.086035000000000014 0.088025000000000006 0.097885000000000014 0.0049200000000000008 -0.53101999999999994 0.10339000000000002 0.121465 0.12394500000000001 -0.061284999999999992 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 21 -3 -5 8 28 9 15 13 12 -12 14 -11 17 24 -1 -14 20 -20 25 -7 -18 -17 26 -2 -28 29 -4
right_child=3 2 7 5 -6 22 -8 -9 -10 10 11 -13 18 -15 -16 16 23 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020593601844980029 0.0031056578612252556 0.002411458586452921 -0.0012964531179750338 0.0019935701028717793 -0.00072702286049856674 -0.0017977509634378788 0.00068280955516456746 2.0029042692234118e-06 0.0059593110877488344 0.0074130133903097545 -0.0027570201764599636 0.0031153866219194078 0.0036092810175457112 0.00035497585544362668 0.0037809987718417769 0.001424410098204107 -0.00034131112508475783 0.0044279138045795752 -0.0022142621735110881 0.0027324812279846634 0.0021084369606493665 0.0010071454258512389 0.0010596834710272758 0.0027424596322816797 0.003308826876610345 0.0045563142723403878 -0.00027323226862460036 0.0030364874521910681 0.0030872133121855796 0.0027951127039973233
leaf_weight=29 72 38 20 34 35 44 25 21 21 21 26 176 37 20 94 33 20 227 20 41 24 132 23 32 1405 20 44 20 310 57
leaf_count=29 72 38 20 34 35 44 25 21 21 21 26 176 37 20 94 33 20 227 20 41 24 132 23 32 1405 20 44 20 310 57
internal_value=0 0.00307001 0.0024047 0.00130961 0.000906707 0.000129238 0.00321218 0.00267272 0.00324059 0.00321469 0.00271613 0.00224851 0.00121763 0.00383842 0.00444424 0.00334576 0.00320593 0.0041596 0.00206469 0.00139234 0.000143574 0.00172356 -0.000816841 0.00155639 0.00326558 0.00232975 0.00200232 0.000761055 0.00281764 0.00173237
internal_weight=0 2732 481 389 73 101 2251 408 2226 2205 459 324 148 135 115 1746 1490 256 122 85 44 288 67 52 1438 156 136 64 387 77
internal_count=3121 2732 481 389 73 101 2251 408 2226 2205 459 324 148 135 115 1746 1490 256 122 85 44 288 67 52 1438 156 136 64 387 77
is_linear=0
shrinkage=0.1


Tree=9238
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 43 4 0 3 15 4 157 9 52 12 3 12 0 4 1447 16 0 3 402 1209 4 484 2 160 159
split_gain=0.0856412 0.0262048 0.0209844 0.0191279 0.0201492 0.0177466 0.014427 0.0246339 0.0183891 0.0250193 0.0205554 0.0131461 0.0127258 0.0126731 0.0142073 0.0124565 0.0154922 0.0121066 0.0118106 0.0164827 0.0144228 0.0116314 0.0191261 0.0183848 0.0243224 0.0245689 0.0178754 0.0378751 0.0152207 0.0277269
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.073404999999999984 -0.018859999999999998 -0.27825499999999997 -0.036484999999999997 0.11296500000000002 -1.0000000180025095e-35 -0.0083799999999999986 -0.07797999999999998 0.081890000000000004 -0.088614999999999985 -0.096104999999999982 0.30112000000000005 -0.42850999999999995 -0.062764999999999974 0.053180000000000012 -0.072479999999999989 -0.44310499999999992 -0.085669999999999982 -0.045649999999999989 -0.0063199999999999992 0.087355000000000002 -0.081714999999999996 0.087235000000000021 0.085045000000000023 -0.53327999999999987 -0.032739999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 -6 -7 8 9 -8 -10 -4 18 -13 -15 -2 -17 -16 21 -20 -21 23 28 24 25 -3 -25 -28 29 -23
right_child=15 12 3 -5 5 6 7 -9 10 -11 -12 13 -14 14 17 16 -18 -19 19 20 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00081185507183165651 0.0014373841605375222 0.0088596284762024885 -0.0011378875293303282 0.0048175512430524191 0.0054732999042607852 0.0036891455790770337 0.0023791048151964788 -0.00085761953803459897 -0.0015486827285799553 0.005552790525759901 0.0021290406646122311 0.0032952037893290466 0.0049494584618757177 -0.0013249845404789086 0.00078932863547959359 0.0017942131397670463 -0.00086966478268207499 0.0030120538925218986 0.0047181561959441752 0.0030990539231598156 0.0014973696061465222 0.0030526079097762705 -0.00020445987521227273 0.0029406182259416424 0.0021548420407011041 0.0040168891047042887 0.0081924761423752424 0.0029911627158677829 0.0029110123234182897 -0.0017542380478698762
leaf_weight=23 239 20 20 28 20 69 125 26 21 31 55 34 30 20 69 34 61 38 25 84 170 30 21 516 21 22 21 42 1186 20
leaf_count=23 239 20 20 28 20 69 125 26 21 31 55 34 30 20 69 34 61 38 25 84 170 30 21 516 21 22 21 42 1186 20
internal_value=0 0.00274688 0.00214808 0.00227052 0.00213545 0.00258161 0.00240475 0.00206125 0.00238836 0.00300977 0.00111283 0.00128012 0.0029039 0.00158049 0.00112143 0.00105236 8.37231e-05 0.00157871 0.00287573 0.0022682 0.00202706 0.00296498 0.00278811 0.00331129 0.00493358 0.00632296 0.00313477 0.00472493 0.00283896 0.00112987
internal_weight=0 2787 579 556 528 347 327 258 232 156 76 181 2208 161 127 334 95 107 2178 279 254 1899 1257 642 63 42 579 63 1236 50
internal_count=3121 2787 579 556 528 347 327 258 232 156 76 181 2208 161 127 334 95 107 2178 279 254 1899 1257 642 63 42 579 63 1236 50
is_linear=0
shrinkage=0.1


Tree=9239
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 4 4 2 43 0 12 11 47 150 2 0 43 3 2 2 4 16 4 14 43 34 0 42 0
split_gain=8.3925 1.00051 0.942234 0.695456 0.49365 0.463821 0.304201 0.255719 0.243498 0.191547 0.159381 0.158853 0.146252 0.140711 0.130875 0.134347 0.117633 0.116292 0.104365 0.0751966 0.0714662 0.0699124 0.065159 0.0636232 0.0737949 0.0598173 0.0571029 0.0670043 0.0560474 0.120116
threshold=0.10752500000000002 -0.40967499999999996 0.051320000000000005 0.13559000000000002 0.10124500000000002 0.088105000000000003 0.27834500000000006 0.40473500000000007 0.089885000000000007 -0.066504999999999995 -0.13027499999999997 0.11734000000000001 1.0000000180025095e-35 0.13082500000000002 0.09487000000000001 0.10855000000000002 -0.12333499999999999 -0.086909999999999987 0.095270000000000007 0.14122000000000004 0.16394500000000004 -0.036839999999999991 0.19444000000000003 -0.029144999999999997 -0.46413499999999996 -0.083269999999999997 -1.0000000180025095e-35 -0.036484999999999997 0.084835000000000008 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 4 5 9 19 8 -7 10 17 -4 12 16 20 15 -11 -10 -1 25 23 26 -2 -18 -3 -25 -6 -5 -28 -12 -30
right_child=1 3 6 13 18 7 -8 -9 11 14 28 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00040958033196459084 0.00054927058543120788 0.00029352541759555394 0.00062037096491488006 3.006309799129973e-05 0.00026510887776072875 0.00042454066524098426 0.00026126155007133185 0.00021877666344443538 0.00032189365604198448 0.00049036887088062904 0.00052281489565152389 0.00038622702232593721 0.00055395609092555721 0.00024252489454871617 0.00030655735217984399 0.0003451240655127391 0.00048562145895762727 0.00026153685179170573 0.00034689368392622249 0.00010953915167298312 1.80826990717006e-05 0.00039857828807012707 0.0004370600875524112 0.00030343337659386621 0.0001851341822860608 0.000132009681282925 9.6072882875649227e-05 0.00022479780931390967 0.00050202818898095226 0.00035428042903728449
leaf_weight=51 29 32 53 28 34 69 21 35 20 195 665 76 91 22 20 28 473 34 39 31 55 20 137 23 171 21 53 22 551 22
leaf_count=51 29 32 53 28 34 69 21 35 20 195 665 76 91 22 20 28 473 34 39 31 55 20 137 23 171 21 53 22 551 22
internal_value=0 0.000219467 0.000479154 0.000195167 0.000394579 0.000244809 0.000496077 0.000355293 0.000498439 0.00043048 0.000515076 0.00047149 0.000480477 9.56071e-05 0.000458504 0.000472132 0.000469864 0.000350363 0.000269306 0.000200099 7.51502e-05 0.000487764 0.000474715 0.000212521 0.000199159 0.000214289 0.000105623 0.000133832 0.000510568 0.000496356
internal_weight=0 590 2531 541 422 361 2109 104 2088 328 1291 797 721 180 243 223 630 85 94 257 158 49 610 226 194 55 103 75 1238 573
internal_count=3121 590 2531 541 422 361 2109 104 2088 328 1291 797 721 180 243 223 630 85 94 257 158 49 610 226 194 55 103 75 1238 573
is_linear=0
shrinkage=0.00196078


Tree=9240
num_leaves=31
num_cat=0
split_feature=1 4 1 43 12 160 131 16 16 4 0 49 16 51 3 4 2 159 1373 1373 49 457 1451 51 51 15 12 474 2 159
split_gain=0.0947436 0.0282948 0.020686 0.0166761 0.0169787 0.0148491 0.0137643 0.0148534 0.0207505 0.0134726 0.0132961 0.0146294 0.0167903 0.0158611 0.0128103 0.0177788 0.0126234 0.0148759 0.0121273 0.0158398 0.0141096 0.0125226 0.0121998 0.0156234 0.0280901 0.0438359 0.0210253 0.0165292 0.0138682 0.035715
threshold=0.10293500000000001 -0.39518999999999993 0.13707500000000003 0.070450000000000013 0.11734000000000001 -0.0071899999999999993 0.089325000000000015 -0.007794999999999999 0.064860000000000015 0.40124500000000002 -0.0058249999999999994 -0.031119999999999998 -0.27167499999999994 -1.0000000180025095e-35 0.092670000000000016 -0.031404999999999995 0.11682500000000001 0.04105000000000001 0.086880000000000013 0.075690000000000021 0.12497000000000001 0.096470000000000014 0.089825000000000002 -0.11063499999999998 -0.095144999999999993 -0.077219999999999983 0.13597000000000004 0.059400000000000008 0.08647500000000001 0.11361500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 16 7 -7 -9 14 11 -4 -13 -14 18 -16 17 -3 19 20 21 22 23 27 25 -25 28 -1 29 -26
right_child=1 2 10 -5 -6 6 -8 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0035498451281321844 0.0035714490073067806 0.0044291818162512991 -0.0012050663836998866 0.0037871160997862093 0.0041992236840693899 0.0011427321646180822 0.0024238959511017639 -0.0030718092362142426 0.0011010785837872671 0.0004936283027001826 -0.0012224821069846967 0.00039684402514028301 0.0010789069729591056 0.0049655219351518011 0.0029760405440659573 0.0003983297219706907 0.0012035452856029877 0.001555477456572736 0.00092487033301343535 0.0055108031401267417 0.0016512424819261975 0.0047842083293722854 0.0050769178598219986 0.0033894421375842525 0.0034225349600441389 -0.0030118870921432973 -0.00014944796372825901 0.0064999405413602848 0.00277684710734221 -0.00085276051191613084
leaf_weight=109 70 43 25 38 24 205 63 22 26 22 36 58 21 21 66 45 53 31 27 26 72 42 29 23 849 20 21 23 991 20
leaf_count=109 70 43 25 38 24 205 63 22 26 22 36 58 21 21 66 45 53 31 27 26 72 42 29 23 849 20 21 23 991 20
internal_value=0 0.00165894 0.00145793 0.00177261 0.00160869 0.00146834 0.00110131 0.00077197 -0.000811495 0.00295684 0.000470894 0.000958586 0.0014995 0.00302221 0.00297977 0.00193102 0.00238159 0.00322533 0.00303146 0.00305703 0.00302801 0.00307462 0.00304018 0.00301145 0.00293925 0.00041208 0.00299702 0.00406388 0.00303254 0.00332414
internal_weight=0 736 666 505 467 443 316 253 48 2385 161 125 100 42 2363 111 127 74 2252 2225 2199 2127 2085 2056 1924 43 1881 132 1860 869
internal_count=3121 736 666 505 467 443 316 253 48 2385 161 125 100 42 2363 111 127 74 2252 2225 2199 2127 2085 2056 1924 43 1881 132 1860 869
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 0 47 1 2 4 4 1 47 4 0 150 1 160 3 3 4 4 49 15 49
split_gain=8.19686 1.41038 0.930742 0.652794 0.603518 0.40595 0.350296 0.263148 0.20076 0.182748 0.159115 0.216412 0.213918 0.153044 0.151839 0.14082 0.104574 0.0863641 0.0778191 0.0919216 0.0716475 0.0692345 0.0677213 0.0666604 0.0659109 0.0652427 0.0713573 0.0614411 0.0567802 0.0543115
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.14753000000000002 0.09253500000000002 -0.10607499999999999 0.078875000000000015 0.083135000000000014 0.17025000000000004 0.0061450000000000003 -0.17966999999999997 0.12337000000000002 0.13011000000000003 -0.55119499999999988 -0.079119999999999982 1.0000000180025095e-35 0.15964000000000003 0.085130000000000011 -0.13309499999999996 -0.12711499999999995 0.033845000000000007 0.27287000000000006 -0.017229999999999999 -0.015039999999999998 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 10 27 20 -5 11 12 -1 17 18 -3 25 -4 -12 -20 23 -15 -14 -7 -21 28 -27 -6 -17 -11
right_child=1 2 13 9 7 8 -8 -9 -10 29 14 -13 22 21 -16 16 -18 -19 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00048840793872288626 0.00050369773725176495 0.00037749801648486787 0.0001134728442398949 0.0004495897787948587 0.00034782069388265705 0.00052682282559161941 0.00064027633126866707 0.00025104232454288967 0.00029089534107566771 0.00032233123333465132 0.00063063174308311803 0.00059094753382629716 0.00026093137626851195 6.7835476405621377e-05 0.00044389715001595968 0.00021943832189044805 0.0001487026047007199 0.00025395265323858638 0.00052462993051538185 0.00040873499075863877 0.00035102666496201551 -8.212438236702891e-05 0.00039713378718086317 0.00045290945052122377 0.00049785357007844748 0.00037007775121167594 0.00024209008471465509 0.00047166225137088182 0.00010151677728429728 0.00020453827530037431
leaf_weight=60 76 21 106 34 20 55 79 40 30 34 23 31 32 29 116 73 76 20 1146 35 23 20 25 319 361 20 103 67 20 27
leaf_count=60 76 21 106 34 20 55 79 40 30 34 23 31 32 29 116 73 76 20 1146 35 23 20 25 319 361 20 103 67 20 27
internal_value=0 0.000251704 0.000220563 0.000493728 0.000268669 0.00050021 0.000512441 0.000382673 0.000445559 0.000334398 0.000506919 0.000445284 0.000406689 9.96109e-05 0.000512346 0.000222412 0.000211259 0.000135771 0.000517419 0.000515731 0.000457247 6.62737e-06 0.000320669 0.000463779 0.000489977 0.000233269 0.000262901 0.000443193 0.000194079 0.000270193
internal_weight=0 691 615 2430 440 2335 1908 127 427 95 1829 148 117 175 1681 313 292 126 1565 1542 397 49 57 374 396 216 123 87 93 61
internal_count=3121 691 615 2430 440 2335 1908 127 427 95 1829 148 117 175 1681 313 292 126 1565 1542 397 49 57 374 396 216 123 87 93 61
is_linear=0
shrinkage=0.00196078


Tree=9242
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 4 0 4 14 1 0 12 49 1 0 2 50 40 4 15 0 2 1 1 1429
split_gain=5.23505 0.675447 0.583048 0.34009 0.308252 0.284868 0.227425 0.179705 0.194545 0.159758 0.128122 0.118277 0.1085 0.102365 0.0890562 0.0774102 0.0634839 0.0619625 0.0619621 0.0612065 0.0586643 0.0586023 0.0492113 0.04804 0.092315 0.0472202 0.0452287 0.0432484 0.0339799 0.0319331
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 -0.062539999999999984 0.076175000000000007 0.10124500000000002 -0.13027499999999997 0.13597000000000004 -0.012034999999999999 0.13534000000000004 -0.071339999999999987 0.092235000000000025 0.041865000000000006 -0.077714999999999992 -0.064054999999999987 -0.03241999999999999 -0.097024999999999986 0.099185000000000009 0.13075500000000004 0.15964000000000003 -0.015219999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 11 7 13 22 -9 -6 16 -1 -10 15 19 -4 25 -2 -14 20 -11 28 -3 26 -25 -8 -13 -5 -7 -19
right_child=1 5 6 27 9 21 10 8 12 14 -12 23 18 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00054171173808408935 0.00027801527386056443 0.00017085511795654682 0.00034067520033771042 0.00023847151372362584 0.00043068943211807623 7.5186802850239721e-05 0.0004937182890557846 0.0003786043224840605 0.00033280663325081105 0.00038370748265546145 0.0003586075385301372 0.00045850679227804169 0.00020259158604198557 0.00053878216341277617 0.0002315259316018777 0.0004469838361091508 0.00032770099336227264 0.00046560414114586111 9.836076490502372e-05 0.00021818233982605093 0.00028250670261388897 0.00016056704843053174 7.8950321025616837e-05 0.00039699875785208954 0.00026352497368250187 0.00041790001003376762 0.00034878661162128635 0.00013721097947934908 -1.5325106633549202e-05 0.00037856687254353931
leaf_weight=22 20 42 27 50 31 52 33 28 22 49 171 52 140 46 85 1068 29 21 26 20 40 23 48 76 27 735 20 24 23 71
leaf_count=22 20 42 27 50 31 52 33 28 22 49 171 52 140 46 85 1068 29 21 26 20 40 23 48 76 27 735 20 24 23 71
internal_value=0 0.000211003 0.000416102 0.000308779 0.000349572 0.000165987 0.000429415 0.000195452 0.000226124 0.000299985 0.000407308 0.000406207 0.000203415 0.000448169 0.000279099 0.000444363 0.000417757 0.000376931 0.000186266 0.000316198 0.000338224 7.39824e-05 0.000121839 0.000389172 0.00036201 0.000421158 0.000428029 0.00020563 4.74298e-05 0.000398434
internal_weight=0 590 2531 186 422 404 2109 306 216 225 968 197 188 1141 194 1095 797 112 166 109 89 98 90 175 103 768 72 74 75 92
internal_count=3121 590 2531 186 422 404 2109 306 216 225 968 197 188 1141 194 1095 797 112 166 109 89 98 90 175 103 768 72 74 75 92
is_linear=0
shrinkage=0.00196078


Tree=9243
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 9 457 0 124 4 0 2 1 47 16 133 133 2 43 150 43 160 156 3 0 2 2 159 475 3
split_gain=0.126333 0.0343061 0.0240404 0.0185484 0.0152073 0.0261885 0.0212329 0.0172669 0.0158047 0.0147824 0.0147805 0.0130034 0.0128693 0.0176064 0.0124218 0.012129 0.0213863 0.0225418 0.0303125 0.0184822 0.0158006 0.0150382 0.0192135 0.0208239 0.017744 0.0147132 0.0187386 0.0131632 0.012124 0.0220022
threshold=0.10293500000000001 -0.40306999999999998 0.14860500000000001 0.087770000000000015 0.10559 -1.0000000180025095e-35 0.083995000000000014 0.024095000000000002 -0.081214999999999982 0.40124500000000002 -0.010949999999999998 0.092235000000000025 0.10587000000000001 0.107145 -0.25582999999999995 0.017095000000000003 0.091580000000000009 0.10188000000000001 -0.085474999999999982 0.083555000000000004 0.084740000000000024 0.066685000000000008 0.11386000000000002 0.090900000000000009 -0.10836499999999999 0.09358000000000001 0.095545000000000005 -0.081299999999999997 -0.088274999999999978 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 8 7 12 -3 11 14 28 -7 -14 -4 19 17 18 -17 21 25 22 23 24 -13 -18 -27 -28 29 -1
right_child=1 2 10 -5 -6 6 -8 -9 -10 -11 -12 15 13 -15 -16 16 20 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00021079218191704876 0.0036280251333739647 0.0017467930633574724 -0.00079495703374215577 0.0044258840682092479 0.0012476376049392003 0.0016258904181251474 -8.4342537447810174e-05 0.00066034342162311086 -0.001590138519267467 0.00079426847779276704 -0.0023212014062499457 0.0051406148579329833 0.0055400580428626939 0.0029358817101456224 0.0026052472336838646 0.0089279442432929172 6.999997887760402e-05 0.0032848808617927717 0.0041909506457990832 0.00016691683170696101 0.0051785953376176103 0.0042237122887266148 0.0051412114442360626 6.4146430231630804e-05 0.0023874912388434518 0.0050134336965025538 0.0040811866432226172 0.0019476789046917881 0.0036158255438363072 0.0042169568895189967
leaf_weight=29 97 40 22 26 320 22 20 20 22 22 22 26 54 50 21 22 20 64 35 27 28 68 27 35 235 35 38 121 1527 26
leaf_count=29 97 40 22 26 320 22 20 20 22 22 22 26 54 50 21 22 20 64 35 27 28 68 27 35 235 35 38 121 1527 26
internal_value=0 0.00187571 0.00160971 0.00181612 0.0016923 0.00231638 0.00297137 0.00338996 0.000562721 0.00337444 -0.000213005 0.00339846 0.00382323 0.00428805 0.000865608 0.0030646 0.00348748 0.00457298 0.00601926 0.00269735 0.00294473 0.00287209 0.00258754 0.0023546 0.00266175 0.00265245 0.00291868 0.00245757 0.00356329 0.00210462
internal_weight=0 736 639 574 548 228 166 146 62 2385 65 2363 126 104 43 781 363 121 57 418 242 391 323 296 261 214 194 159 1582 55
internal_count=3121 736 639 574 548 228 166 146 62 2385 65 2363 126 104 43 781 363 121 57 418 242 391 323 296 261 214 194 159 1582 55
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=31
num_cat=0
split_feature=1 1 10 0 124 457 47 51 1 16 132 16 49 401 39 13 160 3 51 1210 480 4 0 4 0 1 2 474 156 1212
split_gain=0.104234 0.0259086 0.0198816 0.0195609 0.017589 0.0169399 0.0221761 0.0192082 0.0168493 0.0315484 0.0222722 0.015551 0.0152603 0.0143854 0.0145926 0.0139497 0.0125943 0.0185764 0.0127681 0.0125374 0.0126969 0.029189 0.0119916 0.0121686 0.0119305 0.0116687 0.0130408 0.0348161 0.0300365 0.0235525
threshold=0.11690500000000002 0.091195000000000012 -0.079859999999999987 -0.052984999999999997 -0.0037749999999999993 0.045365000000000009 0.11227500000000001 -0.17684999999999998 0.09253500000000002 -0.034884999999999992 0.081465000000000024 -0.011989999999999999 -0.047584999999999995 0.085900000000000018 0.097050000000000011 -0.0093149999999999986 -0.080409999999999995 -0.075359999999999996 0.10614000000000001 -0.42132499999999995 -0.080264999999999989 -0.023539999999999995 -0.092404999999999973 0.056795000000000005 -0.11173999999999999 0.090475000000000014 0.084885000000000002 1.0000000180025095e-35 0.088610000000000008 0.11137000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -2 15 6 7 -6 9 -9 16 12 -7 14 22 -3 17 -10 -18 -1 21 -21 23 -4 -25 26 27 29 -29 -22
right_child=2 4 13 -5 5 11 -8 8 10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 20 25 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0055462831780979677 0.00090775695108972923 0.0020417869038754834 -0.00094137260069449751 -0.0029739841597066041 0.0056915777233930744 0.00066049492151867004 0.00065065109714244809 -0.00097034807911078487 0.0023925475547439418 0.0041190370562530698 0.0004078535263293556 -0.0011557602987159045 0.0040601379268438275 -0.00082976947445422423 0.00050148214026194185 -0.0002805340301404756 0.0028362438298529472 0.0058204704527418279 0.0052484591510922963 0.0075032998602615588 0.0039630435654303461 0.0026079287945196547 0.0026473063552319739 0.0026675559132854688 -0.00023946603061631322 0.0012665117857977748 0.0029326207115289004 0.0032526251603849235 -0.0018774540618150719 0.00053197046453576716
leaf_weight=21 34 81 21 21 26 31 42 29 25 21 28 20 23 25 80 38 256 43 24 21 423 29 140 48 20 36 1448 25 21 21
leaf_count=21 34 81 21 21 26 31 42 29 25 21 28 20 23 25 80 38 256 43 24 21 423 29 140 48 20 36 1448 25 21 21
internal_value=0 0.00293698 0.00118738 -0.000574362 0.00240566 0.00263727 0.00284863 0.00305287 0.00289182 0.00116719 0.00312116 0.00122626 0.00210849 0.00147749 0.00166416 0.00130021 0.00333947 0.0045602 0.00304301 0.00311547 0.00309025 0.00466398 0.00207034 0.00116275 0.00181255 0.00305038 0.00308352 0.00352944 0.000910632 0.00380076
internal_weight=0 2732 389 55 687 568 494 452 426 50 376 74 54 334 309 119 348 68 280 2045 2024 50 229 89 68 1974 1938 490 46 444
internal_count=3121 2732 389 55 687 568 494 452 426 50 376 74 54 334 309 119 348 68 280 2045 2024 50 229 89 68 1974 1938 490 46 444
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=31
num_cat=0
split_feature=1 44 12 4 474 2 150 4 10 2 97 132 15 48 13 3 0 150 51 3 13 403 15 1212 2 0 15 4 50 15
split_gain=0.0849035 0.0179803 0.0224272 0.0201497 0.0243523 0.0164633 0.0152272 0.0143106 0.0138838 0.0179914 0.0170325 0.0134588 0.0184417 0.0340778 0.0128259 0.0127356 0.0170703 0.011962 0.0129905 0.0105091 0.0101373 0.0154487 0.0251809 0.0266146 0.0307198 0.0224879 0.0213892 0.0350685 0.0160199 0.0151757
threshold=0.11146500000000002 1.0000000180025095e-35 0.078300000000000008 -0.17966999999999997 0.086990000000000012 0.14753000000000002 -0.097839999999999996 0.053180000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -0.0047149999999999996 0.08764000000000001 -0.41396999999999995 0.086665000000000006 0.10820000000000002 0.11924500000000002 -0.068944999999999992 0.10980500000000001 0.094075000000000006 -0.014944999999999998 -0.083764999999999992 0.104315 0.085935000000000025 0.041590000000000009 0.087815000000000018 -0.086934999999999985 0.081070000000000017 -0.081714999999999996 0.11375500000000001 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 8 -5 20 9 10 -2 12 -7 -14 -11 16 17 18 -8 -18 21 22 26 24 25 -24 28 -28 -4 -25
right_child=5 -3 7 4 -6 11 15 -9 -10 14 -12 -13 13 -15 -16 -17 19 -19 -20 -21 -22 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=0.0033443793671072593 0.00049237707621771205 0.0049972132659714787 0.0030851763504817767 -0.00072139862459152937 -0.0015438887036659501 0.001680969732761797 0.002595816589476775 0.0020629798560384128 7.1936557112537604e-05 0.0014548597939161433 0.0032066653665919023 0.0021146881075024054 -0.0048030169711273628 0.00037147693602102147 -0.0012108894059201705 -0.00011039900034666062 0.0017348981435027196 0.00057254334768423677 0.0052706325147300961 -0.0011103125688220773 0.0027225615418161367 0.0017189272988557083 0.0052202000841498376 0.0013038669977014743 0.0031005614619378165 0.0098533071365884753 0.0032280462271285764 -0.0015943936072289945 0.0053479510963162676 0.0044392180751617015
leaf_weight=91 29 33 295 21 22 27 197 243 54 185 114 27 20 35 20 25 34 26 20 21 1294 61 20 26 23 22 38 25 35 38
leaf_count=91 29 33 295 21 22 27 197 243 54 185 114 27 20 35 20 25 34 26 20 21 1294 61 20 26 23 22 38 25 35 38
internal_value=0 0.0026778 0.0026481 0.00201271 0.00168161 0.00126826 0.00188789 0.00278507 0.00156382 0.00179532 0.00265622 0.000178203 -0.00045942 -0.00151016 0.00119479 0.00205754 0.00223941 0.00259948 0.00284234 0.000648545 0.00287855 0.00322478 0.00340075 0.00461303 0.0060383 0.00764707 0.00300283 0.00131438 0.00332517 0.00316548
internal_weight=0 2610 2577 457 366 511 344 2120 402 348 143 109 82 55 205 323 298 243 217 55 1877 583 522 129 65 42 393 63 330 64
internal_count=3121 2610 2577 457 366 511 344 2120 402 348 143 109 82 55 205 323 298 243 217 55 1877 583 522 129 65 42 393 63 330 64
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 1 1 2 14 4 14 0 4 4 2 49 2 12 4 3 159 150 2 1 49 2 15 12 3 47
split_gain=6.04412 0.992256 0.521599 0.441344 0.366701 0.316969 0.232602 0.231918 0.185303 0.169398 0.138424 0.207626 0.198521 0.197007 0.121308 0.112988 0.0763333 0.0713847 0.0865499 0.126775 0.0698486 0.0668001 0.0679718 0.0561357 0.055676 0.0533277 0.0516174 0.0501774 0.050029 0.0592453
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.36766000000000004 0.11690500000000002 0.092845000000000025 0.13712500000000002 0.062655000000000016 -0.064804999999999988 -1.0000000180025095e-35 -0.11173999999999999 0.0061450000000000003 0.022185000000000003 0.16394500000000004 -0.054984999999999992 0.094835000000000017 0.090285000000000018 -0.51843499999999987 -0.13927999999999999 0.082585000000000006 1.0000000180025095e-35 0.11474000000000002 0.15799000000000005 0.088340000000000016 0.11411 0.090455000000000021 -1.0000000180025095e-35 0.31370500000000007 0.09717000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 7 20 16 8 10 -7 -4 13 17 -12 28 -2 -1 18 -13 -20 21 22 27 -16 -18 -5 -10 -3 29 -11
right_child=1 5 4 25 -6 9 -8 -9 26 14 11 12 -14 -15 23 -17 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052907806442899186 0.00032609120312639893 0.00032885110650966373 0.00063361037998605689 0.0003376592426625028 0.00023338210921935445 0.00033359784565745995 0.00028794541870536027 0.00034816369421057349 0.00063363151008389196 0.00019042392593527044 0.0003437501462958251 0.00062136064182818506 0.00044744613631876514 0.00049759934749910788 0.00014360119587151346 0.00047278996319457557 0.00033279304214588857 0.00049372507722743265 0.00040190005898151001 0.00052033982897562304 0.0002213566497225849 0.00026870671193373165 0.00026246704383780194 1.3200739187349477e-05 0.0004614937695718947 0.00023562686685905585 0.00053660774876910914 0.00045103137733555642 0.00014590530943105336 0.00028055140249920343
leaf_weight=28 24 24 29 31 20 28 64 38 49 107 64 31 226 64 30 127 24 695 36 997 38 61 21 22 28 54 37 28 58 38
leaf_count=28 24 24 29 31 20 28 64 38 49 107 64 31 226 64 30 127 24 695 36 997 38 61 21 22 28 54 37 28 58 38
internal_value=0 0.000282685 0.000490512 0.000385855 0.000497722 0.000229173 0.000376052 0.000500055 0.000502646 0.000188827 0.000499063 0.000497216 0.000502152 0.000420675 0.00017293 0.000449474 0.000446538 0.00050918 0.000519276 0.000516212 0.000295557 0.000316599 0.000356618 8.84318e-05 0.000402093 0.000272839 0.000591889 0.00039464 0.000194575 0.000214044
internal_weight=0 691 2430 236 2286 455 144 2266 2228 283 2142 2113 1985 128 255 151 80 1759 1064 1033 172 134 73 52 52 85 86 52 203 145
internal_count=3121 691 2430 236 2286 455 144 2266 2228 283 2142 2113 1985 128 255 151 80 1759 1064 1033 172 134 73 52 52 85 86 52 203 145
is_linear=0
shrinkage=0.00196078


Tree=9247
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 159 14 2 2 2 4 15 3 3 4 1 43 47 1 0 12 14 10 3 2 4 1
split_gain=9.25841 1.53422 0.962293 0.805444 0.559622 0.408469 0.405308 0.3058 0.257493 0.256208 0.212337 0.181175 0.147607 0.151425 0.112611 0.109109 0.102373 0.0936761 0.111422 0.0783304 0.0773048 0.0697137 0.107446 0.0681224 0.0677087 0.0601697 0.0594886 0.0531159 0.0513773 0.051082
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.40124500000000002 0.13712500000000002 0.092845000000000025 -1.0000000180025095e-35 0.062655000000000016 0.10672500000000001 0.089775000000000008 0.17025000000000004 0.40945500000000007 -0.084564999999999987 0.30112000000000005 0.0068900000000000012 -0.015039999999999998 0.083345000000000016 0.064745000000000011 0.090100000000000013 0.085345000000000018 -0.098289999999999975 0.090285000000000018 0.097795000000000007 -0.38124499999999995 -0.016324999999999996 0.085730000000000015 -0.036839999999999991 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 7 20 6 9 14 -4 11 29 21 13 15 -1 16 -10 19 23 -13 -3 -5 27 -19 -11 -14 -15 -23 -2 -6
right_child=1 2 8 5 10 -7 -8 -9 12 24 -12 17 25 26 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053247568290636104 0.0005629216181296928 0.00023024971068752955 0.00032791402949466962 0.00055593570378626919 0.00052398861185008402 0.00028013414739831987 0.00033133400285037924 0.00028042153311994055 0.00018837137048488811 0.00066975242506526241 0.00027603092459904378 0.00053917857442105041 8.2338977115810975e-05 0.00017143766628227128 0.00038529834033459683 0.00010904363075245517 0.00037354711051399483 0.00053334994500703391 0.00038539581660371582 0.00046985448185914483 0.00033302373732581282 0.00049887989716761562 0.00053584242670050644 0.00047617281308350354 0.00053974763051990195 -5.3199013220328908e-05 7.9278158740129381e-05 0.00036248598938214789 0.00045255420400815849 0.00041977172441873533
leaf_weight=41 50 191 26 868 40 25 38 66 24 67 28 381 34 39 39 22 22 127 38 75 33 23 402 217 20 20 87 21 24 33
leaf_count=41 50 191 26 868 40 25 38 66 24 67 28 381 34 39 39 22 22 127 38 75 33 23 402 217 20 20 87 21 24 33
internal_value=0 0.00026077 0.000227865 0.000520446 0.000300026 0.000529403 0.00053214 0.000379219 0.000142272 0.000535548 0.000421197 0.000531331 0.000122809 0.000148047 0.000460727 0.000222616 0.000276934 0.000508802 0.000486152 0.000527777 0.000245391 0.000545698 0.000525774 0.000497282 0.000639866 3.21397e-05 0.000107804 0.000433783 0.000527127 0.000476877
internal_weight=0 673 599 2448 325 2302 2277 146 274 2239 101 2152 248 194 80 68 46 838 382 456 224 1314 446 344 87 54 126 44 74 73
internal_count=3121 673 599 2448 325 2302 2277 146 274 2239 101 2152 248 194 80 68 46 838 382 456 224 1314 446 344 87 54 126 44 74 73
is_linear=0
shrinkage=0.00196078


Tree=9248
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 150 2 2 4 41 2 47 160 15 1 12 52 14 14 4 3 0 1 41 12 150 3
split_gain=5.85717 0.748996 0.60176 0.54144 0.383877 0.291431 0.204294 0.200541 0.15117 0.143618 0.138967 0.118028 0.0893205 0.0841216 0.0837329 0.0792 0.0780371 0.0720458 0.0698177 0.0611917 0.0597525 0.0595276 0.0557454 0.0542747 0.0542404 0.0799846 0.0514202 0.0504624 0.118128 0.0484025
threshold=0.10752500000000002 0.13075500000000004 0.085055000000000006 0.051320000000000005 0.10124500000000002 0.13082500000000002 0.091545000000000015 0.40124500000000002 0.09487000000000001 0.10803500000000001 1.0000000180025095e-35 0.053925000000000008 0.075585000000000013 0.14122000000000004 0.077555000000000013 0.083670000000000008 0.13592500000000005 0.15964000000000003 -0.042789999999999988 0.056145000000000007 0.062655000000000016 -0.46413499999999996 -0.036839999999999991 -0.10115999999999999 -0.11173999999999999 0.07635500000000002 0.079300000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 17 12 22 9 10 -1 16 24 21 20 27 29 19 -11 -3 -12 -2 -4 -13 25 -5 -14 -6 -29 -8
right_child=1 5 7 6 15 -7 11 -9 -10 18 14 23 26 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00037190399337600519 0.00036216121163466173 0.00013956583373912748 0.00052710732299030992 0.00049182078363787162 0.00026483132802193463 0.00032624942269279258 0.00052508060307233765 0.00028139735245620649 0.00029688704043182897 0.00041882788557362591 0.00045937874984738777 0.00031471428260499356 0.00065169621443325512 0.00014272213130093672 0.00057663030894774257 0.00021301323171400233 0.00035719509948702418 5.4068118333816526e-05 0.00026473242798637523 0.00023721118466745987 0.00056475222755978305 0.00025154162651792265 0.00042831791930046735 0.00042531399369275072 0.00050045882205670533 0.00033862734377822457 0.00053419221054624619 0.00048588552457444809 0.00027532647116010594 0.00047030774384254967
leaf_weight=45 21 139 32 38 24 39 69 32 26 26 150 20 21 25 37 29 22 31 20 30 24 171 70 116 1144 20 45 20 21 614
leaf_count=45 21 139 32 38 24 39 69 32 26 26 150 20 21 25 37 29 22 31 20 30 24 171 70 116 1144 20 45 20 21 614
internal_value=0 0.00025586 0.000313508 0.000472804 0.000408692 0.000171196 0.000485633 0.000416824 0.000440351 0.000452702 0.000470828 0.000461936 0.000501349 0.00024971 0.000491925 0.000298222 0.000472139 0.00014096 0.00035183 0.000156899 0.000473913 0.000263641 0.000459311 0.000409049 0.000497493 0.000438995 0.00057158 0.000336239 0.000378038 0.000475841
internal_weight=0 590 351 2531 422 239 2109 134 328 302 256 841 1268 217 211 94 705 200 46 169 174 192 102 136 1202 58 66 65 41 683
internal_count=3121 590 351 2531 422 239 2109 134 328 302 256 841 1268 217 211 94 705 200 46 169 174 192 102 136 1202 58 66 65 41 683
is_linear=0
shrinkage=0.00196078


Tree=9249
num_leaves=31
num_cat=0
split_feature=1 52 3 10 0 124 148 132 3 11 3 15 12 11 48 124 48 131 472 43 13 131 43 147 3 0 52 40 47 12
split_gain=0.14597 0.0382961 0.0244587 0.0160729 0.0142412 0.0136692 0.0134885 0.0134164 0.0192024 0.0131644 0.0232975 0.0208639 0.0172353 0.0192072 0.0136851 0.0135589 0.0130425 0.0126882 0.0142357 0.0126033 0.0212154 0.0142886 0.0187452 0.0175195 0.0154741 0.0218485 0.0151778 0.0149841 0.0120461 0.0181322
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 -0.086389999999999981 0.22582000000000002 0.0049200000000000008 -0.095079999999999984 0.10613500000000002 0.42240500000000009 1.0000000180025095e-35 -0.14989499999999997 -1.0000000180025095e-35 0.083815000000000014 0.081365000000000007 0.10184000000000001 -0.076779999999999987 0.10445500000000001 0.09031500000000002 -1.0000000180025095e-35 -0.24021999999999996 0.11217000000000001 0.096070000000000016 -0.041049999999999996 0.093615000000000018 -0.14186499999999996 -0.050684999999999994 0.12418000000000001 -0.081029999999999977 0.077555000000000013 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 5 -1 9 6 -3 8 -4 14 11 -11 -13 -14 15 -5 -16 18 -2 -8 21 22 26 24 -24 -26 27 -21 -17 -30
right_child=1 2 7 4 -6 -7 19 -9 -10 10 -12 12 13 -15 16 28 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00081518434919416918 0.0029027215437963608 -0.00032438846482407479 0.00064448440225532981 0.0023740186176305065 0.0010694600796947876 0.00013965040723431027 0.0044984286098042501 0.0023047049252244716 -0.0029013602670082557 0.001226583760719569 0.0075587139110607302 0.0024472550195439357 0.0081906381226144725 0.0043620489678639724 0.00042115325189155087 0.0036647821395234936 0.003102053464782901 0.0019974678657017648 0.0058426390495151283 0.0022989955904260981 -0.00029498356408580689 0.0044410737495248513 0.0052205947377989377 0.0006136469205000228 0.0032623365433671727 -0.0001452685058624907 0.0032091593651689199 0.00018385980504687755 0.0057129443702571142 0.0035411169676808647
leaf_weight=20 28 21 56 76 21 36 24 26 21 21 23 23 20 38 23 1880 86 25 40 53 33 30 31 31 130 22 38 91 74 80
leaf_count=20 28 21 56 76 21 36 24 26 21 21 23 23 20 38 23 1880 86 25 40 53 33 30 31 31 130 22 38 91 74 80
internal_value=0 0.00202714 0.00175281 0.00363814 0.00366201 0.00202217 0.00215663 0.00034063 -0.000322564 0.00368524 0.00468373 0.00403545 0.00476367 0.00568225 0.00362899 0.00368543 0.00253636 0.00392385 0.00463208 0.0022645 0.0021477 0.00233692 0.00217751 0.00281201 0.00318441 0.00276913 0.00143146 0.000962347 0.00373443 0.00458472
internal_weight=0 736 643 2385 2365 540 504 103 77 2344 125 102 81 58 2219 2110 109 93 68 483 459 426 396 214 183 152 182 144 2034 154
internal_count=3121 736 643 2385 2365 540 504 103 77 2344 125 102 81 58 2219 2110 109 93 68 483 459 426 396 214 183 152 182 144 2034 154
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 3 2 2 3 14 1 150 12 1 1 2 2 12 4 2 47 15 0 1 0 131 42 2 2
split_gain=10.5199 1.64218 0.973843 0.822008 0.608254 0.5179 0.287526 0.284665 0.258191 0.253542 0.241998 0.218779 0.166653 0.154872 0.154003 0.151921 0.164872 0.13653 0.116184 0.123421 0.113957 0.0899175 0.0771489 0.109839 0.0753176 0.0935838 0.0724605 0.0711489 0.13262 0.0903818
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.30112000000000005 0.10672500000000001 0.14122000000000004 0.076840000000000006 0.062655000000000016 0.092845000000000025 1.0000000180025095e-35 -0.42850999999999995 0.13146500000000003 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 0.090545000000000014 -0.51253999999999988 0.15950500000000004 0.090100000000000013 -0.15914499999999995 -0.11173999999999999 0.076935000000000017 -0.030209999999999997 0.091440000000000007 0.085465000000000013 0.089885000000000007 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 21 10 9 -6 12 14 15 -5 24 -8 -4 18 17 -17 19 -1 -15 -3 -21 -24 25 -7 -2 29 -29 -20
right_child=1 2 6 11 7 8 13 -9 -10 -11 -12 -13 -14 20 -16 16 -18 -19 27 22 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00078660761998369799 0.00063808586829887761 0.00029043698804301951 0.00032190928263041901 0.00054367118247078405 0.00055452169564792998 0.00057171786071734886 0.00022076499146074185 0.00032197114142800575 0.00040221099017097978 0.00037602531872149824 0.00073215528126994393 0.00035196240047857266 0.00041891081057781097 0.00012455087233366084 0.00016953060959751088 0.00044836685607703647 0.00042767077604053067 0.00060565052563341896 0.00066310297204906672 0.00073461615813592536 -5.3120326276198475e-05 0.00040127843113719032 0.00055587664999834753 0.0006373456784463193 0.00062460586260321398 0.00045464612125463785 0.00049992514883770661 0.00042107579073095633 0.00058841288497097515 0.00058361399682327223
leaf_weight=21 54 191 34 37 73 277 34 28 41 46 76 60 28 35 102 23 25 274 103 29 23 33 68 989 92 29 20 21 137 118
leaf_count=21 54 191 34 37 73 277 34 28 41 46 76 60 28 35 102 23 25 274 103 29 23 33 68 989 92 29 20 21 137 118
internal_value=0 0.000325177 0.000291133 0.000601978 0.000363726 0.000609277 0.000205028 0.000490052 0.000550823 0.000250188 0.000623766 0.000425088 0.000565126 0.00011569 0.000207625 0.00061921 0.000580598 0.00059347 0.000627576 0.000637721 5.40951e-05 0.000306766 0.000634842 0.000632105 0.000575413 0.000560623 0.000600745 0.000597945 0.000566172 0.000620661
internal_weight=0 673 599 2448 325 2351 274 101 467 182 1884 97 426 92 136 1808 322 297 1486 1107 58 224 1086 1057 398 306 74 379 158 221
internal_count=3121 673 599 2448 325 2351 274 101 467 182 1884 97 426 92 136 1808 322 297 1486 1107 58 224 1086 1057 398 306 74 379 158 221
is_linear=0
shrinkage=0.00196078


Tree=9251
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 0 49 4 1 2 34 150 4 0 4 3 160 483 47 3 31 160 50 2
split_gain=6.02888 0.943321 0.602206 0.525334 0.332188 0.302356 0.208576 0.183392 0.173412 0.153178 0.113019 0.111995 0.183789 0.123571 0.123132 0.110324 0.102425 0.08687 0.0783567 0.0729854 0.0583047 0.0784508 0.0860918 0.0681294 0.052232 0.0509688 0.0478401 0.0472568 0.0465694 0.0456027
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 0.14838000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 -0.085669999999999982 -0.55119499999999988 -0.12711499999999995 -0.00363 0.11494000000000001 0.090100000000000013 0.076840000000000006 -0.077289999999999984 -1.0000000180025095e-35 0.10877000000000002 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 15 -5 17 -6 12 14 19 -1 16 26 -7 -18 28 -21 22 -22 29 -3 -16 -4 -20 -13 -23
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 13 -14 -15 25 -17 18 -19 27 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047549358526476071 0.0004741253093414099 0.00024150866153001231 0.00016997108134688435 0.00044625778169604289 0.00043218756447968251 0.00045487703570884432 0.00058995206681070685 0.00030653117585904691 0.00027249941119441277 0.00032970809847195602 0.00029183480678601005 0.0005218799793956986 0.00055721335210441754 0.00043040514577287855 0.00025997765544874996 9.5372107925078712e-05 0.00029390054768877317 0.00033757106589257357 0.00026020663820840173 0.00058403678384481687 0.00031659870467409362 0.00049734626612511843 0.00049434842943560842 0.00039072814022144201 0.00032713808890833868 0.00037816074812022478 4.2075116990431062e-05 0.0001511371021203994 0.00046984326195892922 0.00046251894274059515
leaf_weight=45 74 190 22 34 71 365 79 34 63 48 32 468 36 118 20 84 34 26 21 23 22 751 20 27 32 47 23 56 77 179
leaf_count=45 74 190 22 34 71 365 79 34 63 48 32 468 36 118 20 84 34 26 21 23 22 751 20 27 32 47 23 56 77 179
internal_value=0 0.000265268 0.000239466 0.000474815 0.000296551 0.00048065 0.000491305 0.000171756 0.000333404 0.000434244 0.000388583 0.000487053 0.000435338 0.000491595 0.000396164 0.000152662 0.000183511 0.000447077 0.000215501 0.000496203 0.000486431 0.000484184 0.000401241 0.000487824 0.000253852 0.000342882 0.000104602 0.000180883 0.000514528 0.000490643
internal_weight=0 673 599 2448 325 2351 1912 274 97 439 103 1833 148 1685 112 240 156 391 111 1567 1022 999 42 957 222 67 45 77 545 930
internal_count=3121 673 599 2448 325 2351 1912 274 97 439 103 1833 148 1685 112 240 156 391 111 1567 1022 999 42 957 222 67 45 77 545 930
is_linear=0
shrinkage=0.00196078


Tree=9252
num_leaves=31
num_cat=0
split_feature=1 3 12 4 4 1 2 1 2 14 47 49 11 4 2 1 4 43 16 47 1 1 0 0 47 3 1 15 457 159
split_gain=9.16881 1.512 0.700112 0.692785 0.48573 0.36632 0.363185 0.298202 0.259938 0.187488 0.154218 0.145285 0.144147 0.130999 0.123975 0.110164 0.105854 0.10953 0.105573 0.10175 0.0905719 0.0875878 0.078589 0.0701989 0.0675266 0.0624881 0.0614841 0.0614688 0.0580555 0.057179
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.36766000000000004 0.13604000000000002 0.089885000000000007 0.092845000000000025 0.13712500000000002 0.062655000000000016 0.13082500000000002 -0.054984999999999992 1.0000000180025095e-35 -0.17966999999999997 0.094835000000000017 0.11690500000000002 0.0052350000000000009 0.064745000000000011 -0.10850999999999998 0.10648500000000001 0.087135000000000004 0.16540500000000002 -0.095504999999999993 -0.077429999999999985 0.090280000000000013 0.0022600000000000003 0.13075500000000004 -0.059484999999999989 0.069910000000000014 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 11 6 13 9 14 12 20 21 -2 16 -3 -1 19 17 28 -18 25 -4 -7 -22 -14 -13 -15 -5 -16 29 -8
right_child=1 5 4 26 -6 10 8 -9 -10 -11 -12 24 23 15 27 -17 18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064985195399165478 0.00040696442924370043 0.00045076889363330564 0.00063280041363947119 0.00035930175748136308 0.00033770722195191439 0.00019046261344049899 0.00060078748574676983 0.00036661070497596965 0.00041770553629618556 0.00073432732592610751 0.00035018312103914166 0.00062524649724515411 0.00075109857225827143 0.00026132607333410798 0.00054575146705496548 0.0002544810086231896 0.00058533837530163777 0.00052864848539968469 0.00050285703435071357 0.00046500304604277888 0.00051819587842384207 4.9781239609800131e-05 0.00060702162292324187 0.00062468481452903019 0.00053252603335800556 0.00034959153384588331 0.00024187426726498149 0.00040929723960976658 0.00052423724269387063 0.00066981889359870759
leaf_weight=28 23 24 931 60 26 114 356 66 38 60 21 58 24 51 30 117 111 91 129 20 43 20 350 57 63 78 24 22 33 53
leaf_count=28 23 24 931 60 26 114 356 66 38 60 21 58 24 51 30 117 111 91 129 20 43 20 350 57 63 78 24 22 33 53
internal_value=0 0.000337426 0.000595842 0.000467266 0.000604193 0.000270901 0.000607237 0.000464173 0.000576384 0.000627122 0.00019395 0.000549817 0.000583445 0.00031203 0.000544662 0.000299512 0.000575199 0.000590596 0.000541005 0.000334871 0.000622264 0.000169465 0.000597303 0.000662141 0.000576971 0.000314696 0.000325751 0.000488021 0.00060335 0.000609733
internal_weight=0 673 2448 228 2302 445 2276 146 892 1384 155 144 854 290 80 266 773 533 240 149 1324 134 393 81 121 129 84 52 442 409
internal_count=3121 673 2448 228 2302 445 2276 146 892 1384 155 144 854 290 80 266 773 533 240 149 1324 134 393 81 121 129 84 52 442 409
is_linear=0
shrinkage=0.00196078


Tree=9253
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 1456 2 160 14 42 156 157 157 474 474 9 2 0 4 14 16 51 51 483 1446 12 42 42 1447 43
split_gain=0.224689 0.0495093 0.0307463 0.0216924 0.0216028 0.0181816 0.0196991 0.0173859 0.0148289 0.015977 0.0156167 0.0147367 0.015526 0.0178192 0.0176447 0.0139311 0.025472 0.0189379 0.0167939 0.0146006 0.0320381 0.0138518 0.0270118 0.0160757 0.0163519 0.0316527 0.0231742 0.0449813 0.0215635 0.0158321
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.093320000000000014 -0.049894999999999995 0.14753000000000002 -0.24498999999999996 0.062655000000000016 0.085465000000000013 0.078780000000000003 -0.41966499999999995 -0.077664999999999998 0.10674500000000002 0.086515000000000009 -1.0000000180025095e-35 0.10559 0.024095000000000002 -0.031404999999999995 -0.46413499999999996 -1.0000000180025095e-35 0.0053700000000000006 0.086310000000000012 0.11517500000000001 0.083715000000000026 0.083815000000000014 0.088380000000000014 0.091205000000000008 -0.084549999999999986 -0.082064999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 -3 7 -7 21 10 -10 -6 14 -14 -13 -9 17 -17 -18 -20 -21 23 -23 24 -1 -26 28 -28 -27 -24
right_child=1 2 -4 -5 11 6 -8 15 9 -11 -12 12 13 -15 -16 16 18 -19 19 20 -22 22 29 -25 25 26 27 -29 -30 -31
leaf_value=0.0047619380965093008 0.0047816630226062166 0.005177469512447715 0.00065654801036393981 0.001435683443295685 0.0066805285570973707 0.0053912719238062646 0.00076063266596830797 0.0011493316811993282 0.0033715673341551643 0.008372514792110609 0.0070180437203658658 0.0041257739584479062 0.0040685661876924822 0.0065643614577129486 0.00039923919927484052 0.0044739856255153997 0.0047021357854448624 0.0011086290888488292 0.003785406891256571 0.0020549611304886638 -0.0017474383402329226 0.00070662399842979584 0.0021555304734243289 0.0023695614282937295 0.0090464084373357203 0.0051139456025043198 0.0010945361169675987 0.0070476737381382423 0.0089073862303453294 0.0048065439525731453
leaf_weight=1236 87 25 103 22 22 22 63 64 24 23 23 27 616 30 24 102 23 20 33 150 26 23 27 26 26 43 30 22 23 136
leaf_count=1236 87 25 103 22 22 22 63 64 24 23 23 27 616 30 24 102 23 20 33 150 26 23 27 26 26 43 30 22 23 136
internal_value=0 0.00254533 0.00223699 0.00456137 0.00459025 0.0025453 0.00241448 0.00265128 0.00478837 0.00621286 0.00515601 0.00413229 0.00405186 0.00418447 0.00237211 0.00250707 0.00275254 0.00392229 0.00213741 0.00185516 0.00149324 0.00472573 0.00391474 0.00483302 0.00487943 0.00588792 0.00519199 0.00361317 0.0064359 0.00436742
internal_weight=0 718 631 2403 2381 528 503 440 1662 70 47 719 697 646 51 418 354 122 232 209 176 1592 186 1406 1380 144 118 52 66 163
internal_count=3121 718 631 2403 2381 528 503 440 1662 70 47 719 697 646 51 418 354 122 232 209 176 1592 186 1406 1380 144 118 52 66 163
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 14 2 2 4 2 14 0 0 49 2 50 15 1 1 1 52 3 47 124 1 4 12
split_gain=18.1073 2.86438 1.50085 1.40504 1.06849 0.893581 0.80124 0.686554 0.510597 0.491243 0.479494 0.409521 0.461674 0.397767 0.320673 0.297948 0.260334 0.213288 0.210891 0.176803 0.174248 0.171871 0.171065 0.154582 0.145895 0.104472 0.09986 0.0993281 0.198302 0.141853
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.14122000000000004 0.09253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089775000000000008 -0.17966999999999997 1.0000000180025095e-35 0.062655000000000016 -0.22491999999999998 -0.10836499999999999 -0.054984999999999992 0.094835000000000017 0.041865000000000006 -0.059484999999999989 0.12408500000000001 0.13075500000000004 0.091450000000000017 -0.56176499999999996 0.086245000000000016 0.10350500000000001 -0.082135 0.089770000000000016 -0.17966999999999997 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 16 9 6 8 17 -4 26 13 -11 -13 15 -12 24 -2 -1 -6 -19 -14 -5 -17 -16 -10 -18 -3 29 -29 -25
right_child=1 4 5 21 18 -7 -8 -9 10 11 14 12 20 -15 23 22 25 19 -20 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0008722230027883481 0.00053508398615344666 0.00033756374233363763 0.0010725661920807988 0.00046330765907780501 0.00010730616821377885 0.00044397113143802136 0.00051079943986671872 0.00045836734188216152 0.0007796205491537139 0.00069726970808512692 0.00054068323789220867 0.00063805032838014212 0.00041329540273738711 0.0009896933009811476 0.00089229191310525203 0.00084244016759936935 0.00081438118815945371 0.00075456172207709175 0.00032192982057584267 0.00052145793137543968 0.00028439542329681031 0.00026697653465222542 0.00077919666379570299 0.0008027049254950247 0.00057353927136636251 0.00069847982606770079 0.00021083655016821182 0.0007963414123375171 0.00053874134853043978 0.00074775949765007801
leaf_weight=26 23 45 29 60 75 26 34 69 28 21 22 30 144 60 45 1049 67 29 23 22 56 24 195 431 25 54 51 27 20 311
leaf_count=26 23 45 29 60 75 26 34 69 28 21 22 30 144 60 45 1049 67 29 23 22 56 24 195 431 25 54 51 27 20 311
internal_value=0 0.000430036 0.00079319 0.000608747 0.000338472 0.000805417 0.000809546 0.000600408 0.000814077 0.000389533 0.000810689 0.000435159 0.000411227 0.000833613 0.00077435 0.000826392 0.000726308 0.00072769 0.000157677 0.000654007 0.000377203 0.000407213 0.000832527 0.000780513 0.000682412 0.000762657 0.00027024 0.000774138 0.000686724 0.000779675
internal_weight=0 673 2448 228 445 2302 2276 146 2242 347 2213 251 230 1357 856 1297 144 77 98 51 200 84 1244 834 53 121 96 789 47 742
internal_count=3121 673 2448 228 445 2302 2276 146 2242 347 2213 251 230 1357 856 1297 144 77 98 51 200 84 1244 834 53 121 96 789 47 742
is_linear=0
shrinkage=0.00196078


Tree=9255
num_leaves=31
num_cat=0
split_feature=1 52 3 2 4 1456 2 45 124 9 2 4 0 14 4 16 3 4 4 12 2 14 43 400 43 43 43 4 13 16
split_gain=0.243585 0.0580102 0.0309142 0.0236091 0.0224538 0.0181903 0.0197575 0.0173868 0.0209549 0.0164744 0.0250414 0.0188665 0.0187632 0.0173492 0.0271744 0.0191618 0.0156241 0.0283335 0.0293023 0.0144194 0.0207607 0.0160986 0.0160003 0.0230689 0.0174305 0.0241185 0.0235114 0.0207965 0.0398392 0.0166785
threshold=0.10293500000000001 -0.40967499999999996 0.31370500000000007 0.14122000000000004 0.40124500000000002 -0.049894999999999995 0.14753000000000002 0.081955000000000014 -0.076779999999999987 -1.0000000180025095e-35 0.092235000000000025 -0.050494999999999991 0.024095000000000002 -0.23083499999999998 0.51164000000000009 -1.0000000180025095e-35 0.090900000000000009 -0.059649999999999988 0.0045450000000000013 0.11734000000000001 0.10444500000000002 0.062655000000000016 0.0068900000000000012 -0.0064499999999999991 -0.0084099999999999991 -0.0092949999999999994 -0.008069999999999999 -0.14098499999999997 -0.017449999999999997 -0.0051099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 -3 9 8 -1 -7 12 -12 -11 14 -13 -15 19 -18 -19 21 -21 22 24 -24 25 27 -26 28 -10 -28
right_child=1 2 -4 -5 -6 6 -8 -9 16 10 11 13 -14 15 -16 -17 17 18 -20 20 -22 -23 23 -25 26 -27 29 -29 -30 -31
leaf_value=0.0032420011607991045 0.0050029900692020275 0.0052680207360535861 0.00074330358234803802 0.0023707292675503484 0.0016115773881954902 0.0012640247329097922 0.00084683414445155193 0.0073928475845605138 0.0055845687587861908 0.0046211729674109237 0.0052050600779859285 0.0056604509159261665 0.0013615368288897333 0.002031134859834157 0.001321037203349449 -0.0011889451826434761 0.0049810760594423747 -0.0011391991609707474 0.0042739626811817292 0.0054026789473067298 0.001278205866065736 0.0063880765573121612 0.0064762591873171382 0.0039404438837512094 0.0089695543074049065 0.0018360205318178767 0.005037125405129593 0.0049901337176331273 -0.00037955299596346563 0.0066546045703923008
leaf_weight=84 93 25 103 41 22 65 63 26 24 111 22 31 21 154 27 21 62 20 20 23 26 75 41 287 20 26 255 1227 21 85
leaf_count=84 93 25 103 41 22 65 63 26 24 111 22 31 21 154 27 21 62 20 20 23 26 75 41 287 20 26 255 1227 21 85
internal_value=0 0.00266858 0.00233094 0.00474966 0.00479127 0.00263377 0.00250589 0.0048214 0.00479228 0.00273713 0.00298455 0.0024058 0.00410259 0.0021415 0.00364038 0.00164473 0.00485115 0.00364237 0.00156738 0.00490958 0.00321418 0.00494989 0.00489558 0.00425742 0.00502183 0.00485107 0.0056375 0.0049127 0.00280131 0.0054415
internal_weight=0 736 643 2385 2344 540 515 2322 2296 452 387 255 132 233 58 175 2212 102 40 2110 49 2061 1986 328 1658 1298 360 1272 45 340
internal_count=3121 736 643 2385 2344 540 515 2322 2296 452 387 255 132 233 58 175 2212 102 40 2110 49 2061 1986 328 1658 1298 360 1272 45 340
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=31
num_cat=0
split_feature=1 4 1 12 2 45 4 1 1 49 12 16 3 4 0 13 131 0 402 12 0 1456 156 51 40 160 51 132 2 160
split_gain=0.198654 0.0525588 0.0339903 0.0254785 0.0195214 0.0188588 0.018683 0.0210771 0.022868 0.0193016 0.0179606 0.0234067 0.0160874 0.0173102 0.018296 0.0157404 0.0153851 0.0153013 0.023626 0.0263657 0.0240421 0.0211422 0.0183605 0.0164739 0.0202541 0.0169901 0.0167301 0.0152932 0.0139843 0.0139638
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.13404500000000005 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.092560000000000017 0.10016000000000001 -0.27167499999999994 0.086245000000000016 -0.49013999999999996 -0.13843999999999998 -0.010384999999999998 0.09031500000000002 -0.086074999999999985 -0.012254999999999999 0.086095000000000019 -0.086409999999999987 0.088910000000000017 -0.080734999999999987 0.11144500000000002 -0.081174999999999983 -0.40957499999999997 0.095050000000000009 0.090440000000000006 0.25063000000000007 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 27 5 6 12 9 -9 15 16 -12 17 -14 -15 -8 -5 18 19 -1 21 -20 -19 24 -24 -25 -26 29 -4 -3
right_child=1 2 28 10 -6 -7 7 8 -10 -11 11 -13 13 14 -16 -17 -18 22 20 -21 -22 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=0.0094647478231269389 0.0049039156472411921 0.00254426360708229 0.0013477796013467015 0.0062213000108707044 0.0023157251171995788 0.0072466552770823582 0.0043690353564377277 -0.00068660775061950763 0.0033846440032829308 0.0030800439825564609 -0.00028618159280581907 0.0034289877160099918 0.0048808425903654673 0.0034029112192981228 1.5691584090034114e-05 0.0074614014214603236 0.0034750820854313525 0.0065750341170796147 0.0046984397462157572 0.004773302966845222 0.0076251008823789938 0.0016008638594623493 0.0011420191673096271 0.00059903623536229134 0.0042925095211597637 0.0042168634891923936 0.0068117113094086999 -0.0005614261214283207 -0.0010158561170101165 0.00091924447020353534
leaf_weight=23 78 266 130 34 49 22 93 22 37 116 22 74 43 52 23 20 51 34 525 25 27 23 20 25 1115 27 27 21 31 66
leaf_count=23 78 266 130 34 49 22 93 22 37 116 22 74 43 52 23 20 51 34 525 25 27 23 20 25 1115 27 27 21 31 66
internal_value=0 0.00244254 0.0021663 0.00255029 0.00429077 0.00433287 0.00430471 0.00355194 0.00186655 0.00398617 0.00351493 0.00257759 0.00441371 0.00328126 0.00236416 0.00491636 0.00457357 0.00448513 0.00488989 0.00702129 0.00471196 0.00456843 0.00428308 0.00421889 0.00429682 0.00247752 0.00435207 0.00205568 0.00089267 0.00222122
internal_weight=0 773 695 534 2348 2299 2277 288 59 229 181 96 1989 118 75 113 85 1871 623 48 575 548 1248 1214 1162 52 1142 353 161 332
internal_count=3121 773 695 534 2348 2299 2277 288 59 229 181 96 1989 118 75 113 85 1871 623 48 575 548 1248 1214 1162 52 1142 353 161 332
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=31
num_cat=0
split_feature=1 4 12 2 15 0 2 133 10 2 133 45 4 52 1 130 13 399 400 3 12 4 42 1451 160 3 4 160 0 1
split_gain=0.16091 0.0427792 0.0249055 0.0234789 0.0237518 0.0191314 0.0165056 0.0158093 0.0179384 0.0229527 0.0156706 0.0153889 0.016924 0.0154735 0.0175874 0.0178707 0.0180226 0.0134205 0.0134564 0.0254556 0.0456176 0.0131581 0.0232454 0.0124241 0.0143308 0.0150817 0.0175478 0.0173264 0.0182799 0.0304975
threshold=0.10124500000000002 -0.036839999999999991 -1.0000000180025095e-35 0.13913500000000004 -0.079929999999999987 -0.10474999999999998 0.14960000000000004 0.089200000000000015 0.094860000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.081955000000000014 0.04735000000000001 1.0000000180025095e-35 0.083345000000000016 0.096625000000000003 -0.010739999999999998 0.088080000000000006 -0.083039999999999989 -0.086769999999999986 0.091840000000000019 0.50500500000000004 0.10306000000000001 0.089825000000000002 -0.55323499999999981 0.086245000000000016 -0.46376499999999993 -0.54784999999999984 -0.089964999999999976 0.08776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 7 5 -5 11 8 9 -3 -11 12 17 14 15 16 -14 23 -19 -20 -21 -7 -23 24 -1 27 -27 -26 29 -29
right_child=1 3 -4 4 -6 21 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0018446802627295257 0.0011840052450266243 0.003478109263763734 0.0042601923793643857 0.0036183993764167936 -0.0021618516879971139 0.0018865288307590945 0.0013561026121561345 0.00070445854286315735 0.00022566061250270448 8.4162766758639083e-05 0.0022919689346416732 0.0065219898038776595 0.003064614082382911 0.0040942917103794487 0.00094941808735408506 0.00056649010485588494 0.0062506927283142097 0.0069485789447623712 0.0065301531460136182 -0.00070383363985456523 0.0057627084218741711 -0.0031791349989362064 0.0016422083147335797 0.0061687774543922082 0.0066581509535656854 0.0042314285963621677 0.0017252651271365512 0.005026098793012683 0.0037954485225927836 0.0021905664058232853
leaf_weight=34 33 159 130 26 25 35 26 67 36 39 183 22 92 110 48 22 22 28 32 20 24 20 20 24 24 49 65 275 1387 44
leaf_count=34 33 159 130 26 25 35 26 67 36 39 183 22 92 110 48 22 22 28 32 20 24 20 20 24 24 49 65 275 1387 44
internal_value=0 0.00219828 0.00363741 0.00181373 0.000597794 0.00128087 0.00386169 0.00213028 0.00235937 0.00256098 0.00190411 0.00388975 0.00386457 0.00315601 0.00259508 0.0031759 0.00367947 0.00396842 0.00507455 0.00438412 0.00282337 0.000470533 -0.000768463 0.00390794 0.00387904 0.00391655 0.00280248 0.00398997 0.00395243 0.00463499
internal_weight=0 773 163 610 126 101 2348 484 417 381 222 2322 2300 294 184 136 114 2006 104 76 44 75 40 1902 1878 1844 114 1730 1706 319
internal_count=3121 773 163 610 126 101 2348 484 417 381 222 2322 2300 294 184 136 114 2006 104 76 44 75 40 1902 1878 1844 114 1730 1706 319
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 4 14 2 1 2 2 2 49 4 1 15 52 124 1 16 16 159 3 42 0 1 4 11 0 0
split_gain=11.0435 1.72294 0.897594 0.837882 0.558901 0.463385 0.396906 0.363904 0.361742 0.352352 0.280616 0.247073 0.155217 0.13952 0.1122 0.103658 0.100211 0.0985657 0.0936491 0.0913622 0.206841 0.176403 0.12624 0.106174 0.078357 0.0722275 0.0657485 0.0640578 0.0640191 0.081208
threshold=0.104035 -0.059315 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.36766000000000004 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.089885000000000007 0.10613000000000002 0.14122000000000004 -0.054984999999999992 -0.15464999999999998 0.15799000000000005 -0.028889999999999996 -0.56176499999999996 -0.081214999999999982 0.13075500000000004 0.0057500000000000008 0.083160000000000026 0.0089800000000000019 -0.066704999999999987 0.086555000000000007 -0.23001499999999997 0.12408500000000001 0.42642000000000008 1.0000000180025095e-35 -0.14226499999999997 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 8 7 6 9 17 15 19 -9 16 -2 -12 -6 -1 -11 -3 -4 22 21 -21 -5 -22 -18 26 -15 -8 -26 -30
right_child=1 4 18 5 14 -7 27 10 -10 11 13 -13 -14 25 -16 -17 24 -19 -20 20 23 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.00061135247454482716 0.00041747657259548802 0.00026403209352929172 0.00035101320113769993 0.00065441906361905051 0.00018272689828425462 0.00032832345377434703 0.0006774580710164382 0.00046456521976063824 0.00036591227671400227 0.00069093829521130494 0.00046261266750447893 0.00042822262295870905 0.00058941771991646397 0.00028750644262547998 4.3775641891320695e-05 0.00045603018115560696 0.00048787594902108608 0.00013901771124592355 0.00020642912188800528 0.00058269847521817534 0.00070521193411295839 0.00035896086223610659 0.00057124798691350642 0.00056973158520142906 0.00069296229321672541 0.00021892107595739813 0.00039123803810708365 0.00079397865418904742 0.00047928767369302645 0.00059767824017507615
leaf_weight=53 24 49 61 1088 80 20 26 57 67 43 20 34 127 97 31 24 26 48 24 42 61 20 75 35 26 42 31 60 23 707
leaf_count=53 24 49 61 1088 80 20 26 57 67 43 20 34 127 97 31 24 26 48 24 42 61 20 75 35 26 42 31 60 23 707
internal_value=0 0.000335414 0.000471363 0.000616337 0.0002649 0.000625475 0.000628098 0.000303936 0.000471268 0.000622943 0.000343901 0.00059203 0.000562089 0.000307702 0.000143921 0.00056294 0.000598781 0.000202169 0.000310189 0.000643045 0.000598804 0.000510525 0.000649055 0.000655818 0.000593713 0.000289478 0.000312629 0.000758752 0.000597353 0.000593948
internal_weight=0 691 236 2430 455 2286 2266 344 144 2180 247 859 151 190 111 77 825 97 85 1321 158 62 1163 96 782 170 128 86 756 730
internal_count=3121 691 236 2430 455 2286 2266 344 144 2180 247 859 151 190 111 77 825 97 85 1321 158 62 1163 96 782 170 128 86 756 730
is_linear=0
shrinkage=0.00196078


Tree=9259
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 0 160 43 4 44 10 3 4 48 42 16 456 1 52 52 159 4 13 1446 2 3 11 11 43 51 1210
split_gain=0.169785 0.04362 0.0254867 0.0183198 0.0171648 0.0166196 0.0140904 0.0144074 0.0138115 0.0143664 0.0147649 0.0210368 0.0171786 0.0151331 0.0171039 0.0137033 0.0131327 0.0125646 0.0270084 0.0183727 0.0331067 0.0149283 0.0147043 0.0162805 0.0231165 0.0142854 0.0171408 0.0157226 0.0220357 0.017114
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 0.22582000000000002 -0.4136149999999999 0.070450000000000013 0.41257000000000005 0.081805000000000017 -0.012544999999999999 0.092670000000000016 -0.059649999999999988 0.016865000000000002 0.11649000000000002 -0.066924999999999985 0.090345000000000009 0.15964000000000003 0.11125500000000001 0.10744000000000002 -0.032739999999999991 -0.081714999999999996 -0.085669999999999982 0.037915000000000011 0.097845000000000015 -0.07359499999999998 1.0000000180025095e-35 0.080150000000000013 0.0034250000000000005 0.081440000000000026 -0.064799999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 -5 15 -8 9 -1 13 -12 -13 17 -15 -7 -4 18 25 21 -21 -19 23 24 -22 27 -27 -11 29 -29
right_child=1 2 16 5 -6 6 7 -9 -10 10 11 12 -14 14 -16 -17 -18 19 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0015834328029304746 0.0041838140211492665 0.0047371702364346555 0.0011141889638817334 0.0049398836027830838 0.0010487093438860029 0.001971219137115815 0.0051016614356610389 0.001762710413216458 0.0065437982884413081 0.0042625040853896115 0.0040047157921071627 -0.00093176577328926051 0.0031633043196052316 0.0038559461399907827 0.0015624977317638695 -0.00020658752586196871 -0.0016518119983153327 0.0064911933633713774 0.0077911380501020523 -0.00072065256940929794 0.0031032192797580621 0.0038819859212110585 0.0056266329377346359 0.0043625750222101647 -0.00093112028669565909 0.0073720343348880613 0.0043807602516059184 0.00088557030539959669 0.0004046647132120349 0.0039278648304597093
leaf_weight=25 102 28 94 20 20 425 28 24 21 1319 60 21 20 93 50 31 21 26 21 23 49 140 24 46 20 30 53 20 22 245
leaf_count=25 102 28 94 20 20 425 28 24 21 1319 60 21 20 93 50 31 21 26 21 23 49 140 24 46 20 30 53 20 22 245
internal_value=0 0.00225711 0.00196423 0.00224452 0.00396578 0.00211234 0.00200101 0.00356061 0.00399084 0.0039676 0.00399372 0.0028117 0.00106583 0.00404846 0.00305404 0.00182317 0.000609093 0.00411824 0.00422698 0.0035513 0.00279369 0.00429066 0.0033752 0.00290534 0.00193385 0.00418267 0.00546194 0.00411655 0.00344579 0.00369826
internal_weight=0 773 671 556 2348 528 508 52 2328 2307 2282 101 41 2181 143 456 115 2038 1710 328 162 166 139 115 69 1689 83 1606 287 265
internal_count=3121 773 671 556 2348 528 508 52 2328 2307 2282 101 41 2181 143 456 115 2038 1710 328 162 166 139 115 69 1689 83 1606 287 265
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=31
num_cat=0
split_feature=1 4 1 12 40 160 4 16 1 49 12 12 16 131 132 2 14 10 0 157 150 16 4 16 156 2 131 48 4 0
split_gain=0.137526 0.0382775 0.0266263 0.0188725 0.0143317 0.0139008 0.022485 0.0207215 0.0154325 0.0144152 0.0136203 0.021673 0.0160832 0.013241 0.0129721 0.0382516 0.0113693 0.0145526 0.0130076 0.0257714 0.0244965 0.0260973 0.0306025 0.0138525 0.0210811 0.0189757 0.0337928 0.0166824 0.0198031 0.0163928
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.051255000000000002 -1.0000000180025095e-35 0.51388000000000011 -0.0094449999999999968 0.10389500000000002 -0.052259999999999994 0.10016000000000001 0.11472500000000001 -0.074319999999999983 0.09031500000000002 0.088210000000000011 0.25063000000000007 0.062655000000000016 -0.012544999999999999 -0.11173999999999999 -0.049319999999999996 0.084120000000000014 -0.029084999999999996 0.0082450000000000006 0.0073350000000000004 -0.031569999999999994 0.084305000000000005 0.089785000000000018 0.091545000000000015 -0.49013999999999996 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 16 6 -3 8 -7 -9 13 12 -12 -5 15 -4 17 -1 19 -19 21 22 -21 29 -25 26 -26 28 -27 -20
right_child=1 2 14 10 -6 7 -8 9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 23 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0011959872595840493 0.0041319243873332223 0.0038542626331740572 0.0010186730013002198 0.0054162468189401011 0.00090372273465618488 -0.00062563598621636631 0.00051935220195446167 0.0014815767905674874 0.0021252084502824194 -0.0017018727266765905 -0.0013940643938258291 0.0039273036515805873 0.0021427654544822873 0.0028685620713718787 0.0023715221056980745 -0.0034918577390034562 0.0047005292912421937 -0.00061461022123694426 0.0038329929618113184 -0.0001748768473044038 0.0014076619040010111 0.0071937685211499527 0.0042402552282884204 0.004938393116384051 -0.0019656358818922726 0.0049493911782545709 0.0031364061931312527 0.0015676361954926204 0.0030274695925354578 0.0011991507398003403
leaf_weight=26 78 62 103 34 20 23 30 25 180 33 20 40 36 51 35 23 89 20 1535 20 53 21 73 59 21 70 34 54 229 24
leaf_count=26 78 62 103 34 20 23 30 25 180 33 20 40 36 51 35 23 89 20 1535 20 53 21 73 59 21 70 34 54 229 24
internal_value=0 0.0020314 0.00179566 0.00213552 0.0035692 0.00170983 0.00276679 0.00133726 0.00181354 -0.000329696 0.00296574 0.00214948 0.000879612 0.00388764 0.000668409 0.000195322 0.0035921 0.00354804 0.00357568 0.00277767 0.00318393 0.00400974 0.00329076 0.00364933 0.00317157 0.00291608 0.00118835 0.00318527 0.00347742 0.00379245
internal_weight=0 773 695 534 2348 353 92 261 203 58 181 96 56 85 161 126 2328 2239 2213 187 167 114 93 2026 467 408 55 353 299 1559
internal_count=3121 773 695 534 2348 353 92 261 203 58 181 96 56 85 161 126 2328 2239 2213 187 167 114 93 2026 467 408 55 353 299 1559
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 4 4 1 2 2 4 47 0 47 49 0 47 16 1429 15 50 49 1 16 13 4 4 43
split_gain=7.96757 0.937484 0.836381 0.526971 0.466304 0.373488 0.284042 0.258473 0.240796 0.169706 0.145507 0.142888 0.128305 0.127691 0.12777 0.120289 0.103732 0.102664 0.0820419 0.079041 0.0906924 0.0779624 0.068945 0.0631089 0.0632358 0.0590105 0.0606475 0.058185 0.0573457 0.0558415
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.092365000000000017 -0.17966999999999997 0.40945500000000007 0.12656000000000003 0.10855000000000002 0.13501500000000002 0.24564500000000003 0.090100000000000013 -0.062294999999999996 0.077555000000000013 -0.012034999999999999 -0.14920999999999998 0.091680000000000011 -0.013024999999999998 0.084545000000000009 0.013270000000000002 0.041865000000000006 -0.063424999999999981 0.10089500000000001 -0.014754999999999999 -0.010094999999999998 0.0082450000000000006 0.42642000000000008 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 8 12 -6 13 28 15 -8 17 21 -15 19 -2 -4 23 -1 -21 -3 -7 24 -9 26 -25 -19 -10 -5
right_child=1 5 6 29 7 22 11 18 9 -11 -12 -13 -14 14 -16 -17 -18 27 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047722878046782622 0.00036172940340988772 0.0002460884063751288 0.00067805033759522448 0.00020938390240002677 0.00056410998168612727 0.00010250549786571973 0.00053160265768154632 0.00044899043207075084 0.00020390631822759614 0.00015340839734898692 0.00040078221865117868 0.0004061051708052382 0.00042848610982159112 0.00047311128526410429 0.00028133818673324991 0.00065149897252958196 0.00051753614304264899 0.00057639158948565397 0.00045047357223649935 0.00059710299077128908 0.00044638067491605937 0.00035976299800133415 0.00022522103508262683 0.00024919505943270292 0.00031687361476198401 0.00020939718767562333 0.00038603160315759332 0.00051989973886466616 0.00033197365950620215 0.00031972036757841216
leaf_weight=83 20 73 37 29 28 75 609 30 20 82 33 37 23 34 22 32 92 1329 31 66 20 34 23 20 26 20 33 74 41 45
leaf_count=83 20 73 37 29 28 75 609 30 20 82 33 37 23 34 22 32 92 1329 31 66 20 34 23 20 26 20 33 74 41 45
internal_value=0 0.000289687 0.000542715 0.000404879 0.000463031 0.000236654 0.000558659 0.000390314 0.000270393 0.000211668 0.000521454 0.000524415 0.00057378 0.000321912 0.000397772 0.000541266 0.000489714 0.000576101 0.0003599 0.000520393 0.000562051 0.000282209 0.000131306 0.000338134 0.00038765 0.000300149 0.000334395 0.000573412 0.000289984 0.00027648
internal_weight=0 590 2531 186 422 404 2109 188 306 143 234 646 1463 163 56 201 112 1440 160 169 86 107 98 129 56 73 53 1403 61 74
internal_count=3121 590 2531 186 422 404 2109 188 306 143 234 646 1463 163 56 201 112 1440 160 169 86 107 98 129 56 73 53 1403 61 74
is_linear=0
shrinkage=0.00196078


Tree=9262
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 4 1 2 14 47 1 0 1 49 52 457 43 0 14 1 0 1 50 47 39 52 4 16
split_gain=9.38502 1.0664 0.984706 0.686945 0.57916 0.453777 0.403212 0.297311 0.287339 0.284527 0.209091 0.156901 0.155318 0.137144 0.136754 0.12001 0.103742 0.13883 0.10452 0.100494 0.0968594 0.0950574 0.0857921 0.0706775 0.0602158 0.0540717 0.0520272 0.0487304 0.0660058 0.0911004
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.13712500000000002 0.14753000000000002 0.40945500000000007 0.092845000000000025 0.089885000000000007 0.076175000000000007 0.10019500000000002 0.12656000000000003 -0.062294999999999996 0.087135000000000004 -0.012034999999999999 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 -0.066689999999999985 0.062655000000000016 0.16175000000000003 -0.15350499999999997 0.13075500000000004 0.041865000000000006 0.090280000000000013 0.089790000000000023 0.40674500000000008 -0.39518999999999993 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 15 9 7 11 -4 10 14 22 -9 -13 27 -2 -11 20 -19 -16 26 24 -3 -6 -8 -17 -18 28 -1 -30
right_child=1 6 8 -5 23 -7 21 12 -10 16 -12 13 -14 -15 19 25 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0007138349186188083 0.00037311643763792281 0.00040733971625190826 0.0005340964806319925 0.00034188163598638214 0.00032921675265784942 0.00039567867390893815 0.0001301733394852323 0.00028714638802709971 0.00032246892853646437 0.00064754063250442541 0.00072300967592254855 0.00051002391218359956 0.00015648801388247504 0.00030040602090165895 0.00058150276373632073 0.00060278879480722171 0.00056322530730288864 0.00054062663935281786 0.00036075289463600541 0.00045991168834832536 0.00068449306838652669 1.602590320602296e-05 0.00026844393087587518 0.0001997686588712146 0.00025155070272988992 0.00050430717129333342 0.00046651110836635085 0.00053058637824713011 0.00062098328131442008 0.00054416964920557228
leaf_weight=27 20 21 37 45 50 47 55 61 74 53 58 30 82 20 392 34 765 27 23 28 25 21 92 24 22 58 22 25 819 64
leaf_count=27 20 21 37 45 50 47 55 61 74 53 58 30 82 20 392 34 765 27 23 28 25 21 92 24 22 58 22 25 819 64
internal_value=0 0.000298983 0.000573597 0.00058188 0.00042184 0.000586427 0.000242421 0.000277476 0.000393011 0.000590279 0.000607722 0.000334723 0.000212223 0.000426177 0.000602787 0.000510776 0.000563341 0.000558164 0.000457885 0.000573397 0.000564339 0.000132961 0.000294256 0.000287234 0.000164853 0.000540703 0.000560522 0.00061599 0.000618336 0.000615416
internal_weight=0 590 2531 2420 186 2375 404 306 111 2328 1413 163 143 50 1355 112 915 862 50 420 812 98 113 74 77 92 787 935 910 883
internal_count=3121 590 2531 2420 186 2375 404 306 111 2328 1413 163 143 50 1355 112 915 862 50 420 812 98 113 74 77 92 787 935 910 883
is_linear=0
shrinkage=0.00196078


Tree=9263
num_leaves=31
num_cat=0
split_feature=1 3 1 4 2 4 160 2 129 14 0 151 12 12 42 43 11 4 0 3 42 129 151 4 43 124 34 31 0 2
split_gain=0.180383 0.0291672 0.0254339 0.0290699 0.0221794 0.0359202 0.0196486 0.0173641 0.0167116 0.0168329 0.0163683 0.0160583 0.0160087 0.0303287 0.0255245 0.0157375 0.014316 0.0160981 0.044381 0.0150494 0.0141936 0.0125895 0.012623 0.0140396 0.0125323 0.012474 0.0159935 0.0153144 0.0140278 0.0177244
threshold=0.10920500000000001 -0.053259999999999995 0.095950000000000021 -0.015624999999999998 0.10644500000000001 -0.069389999999999993 -0.077609999999999985 0.31358000000000003 0.11234000000000001 0.062655000000000016 -0.076899999999999982 -0.039414999999999999 0.10673000000000001 0.11472500000000001 -0.013389999999999997 -0.081154999999999991 0.079300000000000009 -0.39518999999999993 -0.06563999999999999 -0.10519499999999998 0.090545000000000014 0.10327000000000001 0.009020000000000002 -0.0070899999999999991 -0.078654999999999989 0.091025000000000009 -0.038779999999999995 -0.079764999999999989 -0.074824999999999989 0.13404500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 8 -6 -5 25 9 16 -7 15 14 -14 -2 -8 17 19 21 -1 -16 22 -19 -24 -22 26 27 -3 29 -28
right_child=1 7 3 6 5 10 11 -9 -10 -11 -12 -13 13 -15 20 -17 -18 18 -20 -21 24 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0079632850876078017 0.00056431122301589878 0.0015834109638543691 0.0041498225172168076 0.0049157988047227267 -4.5500133700411902e-05 0.0019061807498690628 0.0023105301261239219 -0.00096297929323135097 0.0071323583647608761 0.0056202044185946686 0.0040907905555023927 0.0027978408814969421 -0.0012043008371785454 0.0035607743434786033 0.0059210546636390259 -0.00077923725783715354 0.0022436260806372095 0.004322864172998135 0.0012912597751051609 0.0048023039120112044 0.0015495023774829779 0.0021645391231466986 0.0040031265545917979 0.0009840431535849349 0.0045209683163557205 -0.0006478722046484196 0.0023935403142215077 -0.0019039152620825917 0.0031268804739793821 0.00031076384458401663
leaf_weight=20 21 34 171 25 29 42 32 26 20 83 187 85 22 34 38 34 38 1591 53 61 22 29 43 24 40 21 113 20 99 64
leaf_count=20 21 34 171 25 29 42 32 26 20 83 187 85 22 34 38 34 38 1591 53 61 22 29 43 24 40 21 113 20 99 64
internal_value=0 0.00202777 0.00401742 0.00322125 0.00414187 0.00327022 0.00231906 0.0015306 0.00425649 0.00422687 0.00369012 0.00188913 0.00308672 0.00168878 0.00373371 0.000718832 0.00416466 0.00420475 0.0041406 0.00558279 0.00439928 0.00423011 0.00426624 0.00292166 0.00346658 0.00171531 0.00186569 0.000291809 0.00217362 0.00164045
internal_weight=0 554 2567 347 2220 258 176 377 1962 1942 229 151 177 56 121 66 1859 1821 1740 81 100 1687 1658 67 62 351 330 54 276 177
internal_count=3121 554 2567 347 2220 258 176 377 1962 1942 229 151 177 56 121 66 1859 1821 1740 81 100 1687 1658 67 62 351 330 54 276 177
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 2 1 3 132 4 2 0 0 16 2 52 47 475 1 1 4 0 16 4 49 1
split_gain=4.80917 0.793593 0.456561 0.430217 0.2829 0.239086 0.157962 0.135835 0.133309 0.132 0.0985875 0.0920411 0.0720179 0.0698071 0.0659246 0.0649031 0.0600433 0.0584522 0.070117 0.0526094 0.052339 0.0480638 0.0424021 0.0725987 0.0852219 0.0620756 0.0418342 0.0413663 0.0412607 0.0403788
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.14122000000000004 -0.111605 0.092845000000000025 0.10672500000000001 0.086920000000000011 0.31370500000000007 0.10365500000000001 0.0067750000000000006 0.15950500000000004 -0.22491999999999998 -0.14832499999999996 -0.39185999999999993 0.13247500000000004 0.31359500000000001 0.090100000000000013 -0.087794999999999998 1.0000000180025095e-35 0.089770000000000016 -0.16363499999999997 -0.038659999999999993 0.042200000000000008 -0.036839999999999991 0.11560500000000001 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 20 10 15 -4 -5 29 16 17 14 -12 -13 -7 -1 -9 -19 21 -3 -18 25 -24 -25 -17 -20 -2 -23 -6
right_child=1 2 7 8 9 6 -8 11 -10 -11 13 12 -14 -15 -16 22 19 18 26 -21 -22 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00050239978086773825 0.00045802813191332068 0.00020907849026848685 0.00028655509540428752 0.00038609217820767067 0.00043232194494967368 0.0003188834891011984 0.00028020427894116247 0.00012663933149823414 0.00023644489924015563 0.00023207885881035433 0.00042459234886809137 9.6675365002835809e-05 0.00016762926461853561 0.00034735867304613573 -4.3859376855121526e-05 0.00040831885194875597 0.00037430878500362819 0.00025415527870888534 0.00020257664693738609 0.00037661005103704974 0.0002936439136008882 0.00045355921714146033 0.00051339220413777178 0.00044820592076718512 0.00031119628559822353 0.00033603909071169651 7.7273251948759467e-05 0.00035899542211220156 0.00037287512599654929 0.00033966434662425653
leaf_weight=79 50 191 26 37 40 32 41 83 60 28 382 33 26 51 21 529 32 44 21 40 33 964 38 64 24 50 20 24 25 33
leaf_count=79 50 191 26 37 40 32 41 83 60 28 382 33 26 51 21 529 32 44 21 40 33 964 38 64 24 50 20 24 25 33
internal_value=0 0.000234343 0.000210677 0.000421497 0.000260382 0.000426777 0.000398661 0.000151721 0.000293527 0.000346535 0.000440683 0.000137585 8.2845e-05 0.000415496 4.2023e-05 0.000405251 0.00045025 0.000163652 0.000199793 0.000446367 0.000221537 0.0004491 0.000409171 0.000441768 0.00041084 0.000402077 0.000141453 0.000425909 0.00045152 0.000390436
internal_weight=0 673 599 2448 325 2351 778 274 97 101 1573 248 80 433 54 737 1140 168 85 1061 224 1021 705 126 88 579 41 74 989 73
internal_count=3121 673 599 2448 325 2351 778 274 97 101 1573 248 80 433 54 737 1140 168 85 1061 224 1021 705 126 88 579 41 74 989 73
is_linear=0
shrinkage=0.00196078


Tree=9265
num_leaves=31
num_cat=0
split_feature=1 3 1 2 0 403 1 10 2 0 47 42 12 12 43 403 50 1210 0 14 159 1444 4 0 2 1212 1203 51 50 1
split_gain=0.170677 0.0272075 0.0238373 0.0250855 0.0222406 0.0196245 0.0185674 0.0226511 0.0185604 0.0317335 0.0140672 0.013978 0.0245182 0.0233866 0.0136267 0.0125809 0.0141743 0.0123915 0.0121527 0.0113866 0.0199997 0.0155083 0.0184481 0.0123158 0.0202649 0.0142571 0.0138345 0.0134831 0.0189357 0.0277866
threshold=0.10920500000000001 -0.063814999999999997 0.091345000000000023 -0.0091949999999999983 -0.091069999999999984 -0.44023999999999991 0.14262000000000002 -0.062879999999999978 0.10644500000000001 0.034820000000000011 0.13011000000000003 -0.019989999999999997 0.10589000000000003 0.11418000000000002 -0.0071849999999999995 -0.072624999999999981 0.10517000000000001 -0.42132499999999995 -0.076899999999999982 0.062655000000000016 0.13685500000000003 -0.083144999999999983 -0.55119499999999988 -0.076899999999999982 0.084655000000000022 0.11930500000000001 0.10250500000000001 0.11548000000000001 0.083090000000000011 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 8 -4 -5 -6 10 -8 17 18 -3 -2 14 -14 -13 -7 -17 -1 -10 20 21 -19 -23 25 -25 26 27 28 29 -24
right_child=1 6 3 4 5 15 7 -9 9 -11 -12 12 13 -15 -16 16 -18 19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0066601668042130776 0.0010185672365228781 0.0017095288320089106 0.0013138362870709639 0.0026387558304469122 0.0010596130741760135 0.0067192944919224826 -0.0025752032707844464 0.001129919056275666 0.0020706807603486457 0.00015599490464504424 0.0041474176776738697 0.0035521947531602705 -0.00068683983598653549 0.0039887764106970279 0.0061287509246418879 0.0044345080907368583 0.00236088565717905 0.0013649037484789179 0.0040149418163483693 0.0053547063064271292 0.0071706461897563375 0.0069760764594486158 0.004228896534932765 0.00092406629841646252 0.0037401713169894595 0.0062619465490570299 0.0015797217990482404 0.0024839176133315526 0.0050512215912577952 0.002601849227370221
leaf_weight=20 28 264 56 168 20 20 21 77 39 29 26 65 23 20 30 213 39 21 183 76 21 22 950 29 215 32 21 46 229 118
leaf_count=20 28 264 56 168 20 20 21 77 39 29 26 65 23 20 30 213 39 21 183 76 21 22 950 29 215 32 21 46 229 118
internal_value=0 0.00198434 0.00391973 0.00331219 0.00355546 0.00408289 0.00152596 0.000335964 0.00407257 0.00326699 0.0019281 0.00305574 0.00346908 0.00148787 0.00436584 0.00430519 0.00411359 0.00418491 0.00367338 0.00415709 0.00410368 0.00406541 0.00409953 0.00406095 0.00340547 0.00417551 0.00412656 0.00416639 0.00422606 0.00404913
internal_weight=0 554 2567 516 460 292 388 98 2051 251 290 166 138 43 95 272 252 1800 222 1780 1704 1683 1662 1640 244 1396 1364 1343 1297 1068
internal_count=3121 554 2567 516 460 292 388 98 2051 251 290 166 138 43 95 272 252 1800 222 1780 1704 1683 1662 1640 244 1396 1364 1343 1297 1068
is_linear=0
shrinkage=0.1


Tree=9266
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 2 1 0 49 4 1 2 4 150 12 4 43 1 47 4 3 160 3 0 1 0
split_gain=5.67179 0.9549 0.608925 0.470111 0.38073 0.285812 0.179628 0.16388 0.156354 0.153287 0.148191 0.113227 0.156035 0.11278 0.106729 0.105803 0.0953934 0.0756282 0.0569884 0.0653529 0.0562849 0.0551326 0.0541642 0.0536234 0.0519246 0.0513965 0.0475578 0.0452783 0.0448658 0.0460675
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.10672500000000001 0.13082500000000002 0.14285500000000004 0.077845000000000011 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083135000000000014 0.14838000000000004 0.27834500000000006 1.0000000180025095e-35 0.087695000000000009 -0.51843499999999987 -0.080324999999999994 0.089875000000000024 0.090100000000000013 -0.036839999999999991 -0.010424999999999999 -0.067824999999999983 0.084940000000000015 -0.060129999999999996 0.076935000000000017 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 22 6 11 -6 15 17 -5 12 14 18 -1 16 -4 28 19 -13 -12 -21 -3 -2 -18 -26 -16 -20 29 -7
right_child=1 2 8 10 7 9 -8 -9 -10 -11 20 13 -14 -15 26 -17 24 -19 27 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00046560587822333548 0.00050912104094145343 0.00023612159762954874 0.00026215550741149604 0.00045220119205593057 0.00044272032306458785 0.00044237937554502521 0.00057546300861611576 0.00026627387981914005 0.00029281412103324014 0.00031053589164364148 0.00031884862523691421 0.00060743204936259928 0.00053898477838152932 0.00042205560877719983 0.00026211665454559742 9.4635975439524066e-05 0.00020797358298454201 0.0003438020419341579 0.00047900837022608184 0.00049953658441151383 0.00019541396732058593 0.00039981769965612948 0.00032214894226740605 0.0003963669567228922 0.00020307943965790985 8.8458291607758339e-05 0.00037512147252692402 0.00040969162318236569 0.00048391343541411588 0.00036161365048363321
leaf_weight=42 50 191 41 28 73 286 76 28 34 39 49 21 35 110 21 84 41 30 778 686 20 22 33 24 21 53 45 38 92 30
leaf_count=42 50 191 41 28 73 286 76 28 34 39 49 21 35 110 21 84 41 30 778 686 20 22 33 24 21 53 45 38 92 30
internal_value=0 0.000262417 0.000236457 0.000465664 0.00029386 0.000471183 0.00048209 0.000393804 0.00016837 0.000428331 0.000331892 0.000478143 0.000425209 0.000482717 0.000388337 0.00015074 0.00018095 0.00043882 0.000487036 0.000499635 0.00028307 0.000496438 0.000248795 0.000472552 0.000151999 0.000120986 0.000339165 0.00047578 0.000445806 0.000434712
internal_weight=0 673 599 2448 325 2351 1874 101 274 477 97 1798 143 1655 108 240 156 438 1545 729 69 708 224 74 115 74 66 816 408 316
internal_count=3121 673 599 2448 325 2351 1874 101 274 477 97 1798 143 1655 108 240 156 438 1545 729 69 708 224 74 115 74 66 816 408 316
is_linear=0
shrinkage=0.00196078


Tree=9267
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 2 1 16 2 1 2 2 150 34 12 4 42 43 4 2 457 9 47 1 15 0 4
split_gain=7.61394 1.18202 0.783468 0.65125 0.385054 0.278797 0.259348 0.239685 0.193484 0.179927 0.163565 0.134456 0.120118 0.12459 0.116453 0.099555 0.090421 0.0843475 0.0780286 0.0759903 0.0953469 0.0649974 0.0612256 0.0804859 0.108054 0.0607685 0.0528111 0.0517254 0.0628518 0.0620836
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.085505000000000012 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.09253500000000002 -0.061854999999999993 0.13754500000000003 0.089625000000000024 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 0.09141500000000001 -0.51843499999999987 -0.015274999999999999 -0.11180499999999999 0.022185000000000003 0.10855000000000002 0.079590000000000008 -1.0000000180025095e-35 0.10350500000000001 0.16175000000000003 -0.15914499999999995 -0.11173999999999999 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 7 11 25 12 15 -5 -7 16 17 14 -14 21 -3 18 -1 -19 -21 -6 23 24 -2 -4 -13 -20 29 -29
right_child=1 5 6 9 8 10 -8 -9 -10 -11 -12 26 13 -15 -16 -17 -18 19 27 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00068914857485502588 0.0002810971738368857 0.00014955730599752973 0.0005651534265130433 0.00050161470763273577 0.00053921554763650245 0.00022725416140482411 0.00033031591424243704 0.00066837824013784111 0.00036998279134389719 0.00032462237061920508 0.00040924437916588393 0.0001486159103432346 0.00040240762906128388 0.00040578613902167063 0.00054766709765805119 0.0003964942012059305 0.00026582985874067599 0.00057040977056693146 0.00065024718218103085 0.00039654207975889729 0.00052886480037506005 0.00048509644154697045 0.00028218091652614576 0.00026643212031713059 0.00045900749600901993 0.00047668863957270162 3.8132172714428405e-05 0.00045030371181560878 0.00057284854526342907 0.0005680465701488628
leaf_weight=22 21 40 72 34 238 39 32 79 41 63 37 80 23 31 274 27 72 157 31 24 164 133 143 30 35 51 21 33 1038 36
leaf_count=22 21 40 72 34 238 39 32 79 41 63 37 80 23 31 274 27 72 157 31 24 164 133 143 30 35 51 21 33 1038 36
internal_value=0 0.000308622 0.00037991 0.000544109 0.000550606 0.0002139 0.000487563 0.00056263 0.000498236 0.000386661 0.000315855 0.000177522 0.000558072 0.000524072 0.000536418 0.000511448 0.000224304 0.000565482 0.000573487 0.000538566 0.000511973 0.000519814 0.000307044 0.000348387 0.000392291 0.000528473 0.000125644 0.000571251 0.000569039 0.000511735
internal_weight=0 673 384 2448 2351 289 155 1912 439 97 76 213 1833 328 297 398 112 1505 1160 345 188 371 229 86 56 123 101 1138 1107 69
internal_count=3121 673 384 2448 2351 289 155 1912 439 97 76 213 1833 328 297 398 112 1505 1160 345 188 371 229 86 56 123 101 1138 1107 69
is_linear=0
shrinkage=0.00196078


Tree=9268
num_leaves=31
num_cat=0
split_feature=1 52 3 2 2 47 50 48 4 0 149 12 1 14 157 0 4 156 12 13 12 124 3 42 133 159 158 160 13 2
split_gain=0.199948 0.0446674 0.0282366 0.0194804 0.019512 0.0178679 0.0185405 0.0197072 0.0171362 0.0199281 0.0163798 0.0148186 0.0174754 0.0146976 0.020263 0.0197814 0.0137535 0.0137527 0.0130079 0.0123613 0.0201125 0.0182789 0.0171092 0.014817 0.0143463 0.0135604 0.0179023 0.0151727 0.0138069 0.0158406
threshold=0.10337500000000001 -0.40967499999999996 0.31299000000000005 0.093320000000000014 -0.13033999999999998 0.078345000000000012 0.10616500000000001 -0.080024999999999985 0.41257000000000005 -0.062294999999999996 0.078320000000000015 -0.42850999999999995 0.14173500000000003 -0.46413499999999996 -0.06457499999999998 -0.23001499999999997 -0.0070899999999999991 -0.088004999999999986 0.098810000000000023 0.038215000000000006 0.085440000000000016 -0.076779999999999987 -0.047929999999999993 -0.082179999999999989 0.089405000000000012 0.088450000000000015 0.097060000000000021 0.10455000000000002 -0.011914999999999999 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 7 -3 9 16 17 -4 -13 -9 -15 -16 -7 -5 -18 21 22 -19 -21 24 -23 27 -27 28 -25 -30
right_child=1 2 11 10 -6 8 -8 13 -10 -11 -12 12 -14 14 15 -17 18 19 -20 20 -22 23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0017049908735013259 0.0045696657289143374 0.0049469531129579993 0.0024518273158797197 0.0062991540455682718 0.0045770031416432237 0.0069493767846142878 0.0044920819167358177 0.003747652357833431 0.00086413950423527494 0.0016223830564332934 0.0067395544669125234 0.00098125919191674764 -0.0022073938571847977 -0.0011744128450608025 0.0044888955798038904 0.0014795255748346189 0.0048987877661905571 0.0020201482519041749 0.0019623549528081309 -0.00064835954690352089 0.0037253270767942759 0.0072175904755191565 0.003311871853657067 0.0042067902936347911 0.004146722203222453 0.0073191632176391221 0.0037054791388198222 0.0011217633761199457 0.00063330927489732862 0.0036779218620655164
leaf_weight=24 87 20 35 22 1647 20 30 32 22 29 20 55 25 26 24 243 48 44 22 24 98 29 20 288 32 26 29 21 25 54
leaf_count=24 87 20 35 22 1647 20 30 32 22 29 20 55 25 26 24 243 48 44 22 24 98 29 20 288 32 26 29 21 25 54
internal_value=0 0.0024455 0.00215263 0.00434731 0.00453575 0.00246843 0.0021076 0.00190025 0.00342809 0.0039021 0.00391712 0.000735638 -1.51949e-05 0.00171276 0.00149052 0.00175003 0.00463668 0.00383784 0.00397591 0.00375936 0.00292788 0.00397482 0.00115175 0.00414547 0.00560664 0.00394427 0.00541377 0.00373596 0.00388555 0.00271444
internal_weight=0 718 631 2403 1671 516 375 345 141 119 732 115 80 325 293 267 90 712 70 690 142 548 44 504 61 443 55 388 367 79
internal_count=3121 718 631 2403 1671 516 375 345 141 119 732 115 80 325 293 267 90 712 70 690 142 548 44 504 61 443 55 388 367 79
is_linear=0
shrinkage=0.1


Tree=9269
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 1 0 4 4 1 50 2 1 1 52 2 52 1 475 3 1 15 4
split_gain=18.5907 2.72391 1.49949 1.43844 0.904004 0.891622 0.606481 0.520677 0.462439 0.432898 0.430038 0.261128 0.222274 0.280247 0.214767 0.201752 0.156566 0.149723 0.121053 0.118632 0.113068 0.0995156 0.0955126 0.0920793 0.0718513 0.0704705 0.0682042 0.0657593 0.0575367 0.0551215
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.098630000000000009 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.10613000000000002 0.14122000000000004 0.12337000000000002 0.089770000000000016 -0.10607499999999999 0.27287000000000006 -0.15289999999999995 0.13075500000000004 0.041865000000000006 0.089525000000000007 0.12408500000000001 0.12000500000000001 -0.56176499999999996 -0.0091949999999999983 -0.52606999999999993 0.12958500000000003 -0.082014999999999991 -0.083489999999999995 0.15964000000000003 0.050935000000000008 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 7 6 20 12 -4 24 14 23 18 -14 21 -11 -5 27 -1 -17 -3 -6 -15 -2 -8 -23 -25 -7 -27 -20
right_child=1 5 8 16 10 17 9 -9 -10 15 -12 -13 13 22 -16 19 -18 -19 29 -21 -22 25 -24 26 -26 28 -28 -29 -30 -31
leaf_value=0.0028423050208761097 0.0028327039176342535 0.00235934885498745 0.0027431384089908798 0.0024536864118638382 0.0028582258421870877 0.0021816404125194321 0.0026533824006028926 0.0029859854033364845 0.0024593901419023689 0.0025847844516529756 0.0025394173058409944 0.0025491991939974074 0.0026126217576771362 0.0026637906771080164 0.0025650513040033651 0.0024071282979875701 0.0022663007374682459 0.0023184586164638468 0.0028167779637385784 0.0022863058315939597 0.0022141700919299204 0.0028449688889399297 0.0028044662063942353 0.0026286587610495496 0.002505270616680968 0.0027280009871694295 0.0027596690023646638 0.0020588800781116664 0.0027857618227906363 0.0027681393479725234
leaf_weight=1018 45 30 34 60 36 62 34 76 63 20 41 27 37 20 23 122 24 26 345 42 66 28 257 22 20 260 50 23 89 121
leaf_count=1018 45 30 34 60 36 62 34 76 63 20 41 27 37 20 23 122 24 26 345 42 66 28 257 22 20 260 50 23 89 121
internal_value=0 0.00242979 0.00279776 0.00260406 0.00280762 0.0023405 0.0023911 0.00282701 0.00255885 0.00244416 0.00273141 0.00272301 0.00282029 0.0027729 0.00274946 0.00239886 0.00240015 0.00218825 0.00283032 0.00237619 0.00225954 0.00275973 0.00279431 0.00276312 0.00259853 0.00275032 0.00271964 0.00214842 0.00274273 0.00280415
internal_weight=0 673 2448 228 2351 445 334 1874 97 238 477 144 1798 314 436 184 84 111 1484 164 96 413 277 117 54 377 72 85 349 466
internal_count=3121 673 2448 228 2351 445 334 1874 97 238 477 144 1798 314 436 184 84 111 1484 164 96 413 277 117 54 377 72 85 349 466
is_linear=0
shrinkage=0.00196078


Tree=9270
num_leaves=31
num_cat=0
split_feature=1 4 457 2 123 1 2 0 9 47 0 44 4 52 42 15 3 12 12 15 9 483 0 3 16 40 16 43 51 43
split_gain=0.220651 0.0505517 0.0307111 0.0268464 0.0219155 0.0209726 0.0205589 0.0197603 0.0172078 0.0150077 0.0148873 0.0145519 0.015426 0.0161253 0.015371 0.0149735 0.0148079 0.0139972 0.0188655 0.01826 0.0139909 0.0136855 0.0149753 0.0133486 0.0131668 0.013096 0.0129035 0.0146009 0.0211652 0.021109
threshold=0.10337500000000001 0.26790000000000008 0.079590000000000008 0.12198500000000001 1.0000000180025095e-35 0.12958500000000003 0.13501500000000002 0.024095000000000002 -1.0000000180025095e-35 0.085505000000000012 -0.068944999999999992 1.0000000180025095e-35 0.042705000000000007 1.0000000180025095e-35 -0.12099999999999998 1.0000000180025095e-35 -0.096099999999999977 0.090695000000000012 0.097575000000000009 -0.099734999999999976 0.082870000000000013 0.09567500000000001 -0.036484999999999997 0.30112000000000005 0.13751500000000003 -0.078554999999999986 -0.097644999999999996 0.016310000000000002 0.084305000000000019 0.12266000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 6 25 11 21 -2 -5 -11 12 14 15 -1 16 -14 19 -19 -18 26 22 -7 -10 -8 -3 27 28 -16 -29
right_child=1 5 -4 9 -6 7 24 -9 23 10 -12 -13 13 -15 20 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.007729640846039252 0.0034353884058073167 0.0022130220675737494 0.002798178840428591 0.0024034149062476663 0.0048161207044266924 0.0021266412789649938 0.0029065819724497424 8.9127321217137459e-05 0.0064448715058258834 0.0071207570051774393 0.0033510666711001912 0.0087241881859621822 0.00246361932899479 0.0067447911484656165 0.010523578745347484 0.0076501144262562911 0.0044711815227788908 0.002795996196353092 0.0060447064461186528 0.0080283292296958429 0.0090936766448430715 0.0055145721440203492 0.0050861771905883445 0.004004082634812221 0.0062452166030804316 0.0046240985705106354 0.0063598356793101059 0.0036324687856471257 0.0070726079832708752 0.0076218937446052839
leaf_weight=101 25 27 50 38 89 92 27 26 216 20 22 28 23 99 27 21 27 39 33 31 20 20 21 25 21 136 1708 21 52 36
leaf_count=101 25 27 50 38 89 92 27 26 216 20 22 28 23 99 27 21 27 39 33 31 20 20 21 25 21 136 1708 21 52 36
internal_value=0 0.00435815 0.00511479 0.00544956 0.006356 0.00342764 0.00641522 0.0026105 0.00593263 0.00384335 0.00514616 0.0064586 0.00643026 0.00572589 0.00652812 0.00514618 0.0048025 0.0052163 0.00428499 0.00637242 0.00646301 0.0031034 0.00267664 0.00619168 0.00436723 0.00422472 0.00643448 0.00737193 0.00825205 0.00615211
internal_weight=0 718 396 346 2403 322 2314 159 266 80 42 2266 2238 273 1965 174 153 130 72 58 1864 133 113 241 48 163 1844 136 79 57
internal_count=3121 718 396 346 2403 322 2314 159 266 80 42 2266 2238 273 1965 174 153 130 72 58 1864 133 113 241 48 163 1844 136 79 57
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=31
num_cat=0
split_feature=1 52 1 2 3 2 2 4 160 2 49 475 157 475 51 50 1452 159 1443 15 3 1456 160 133 2 13 42 2 15 16
split_gain=0.178986 0.0444572 0.0246072 0.0181979 0.0263215 0.0180444 0.0156572 0.0150364 0.0146529 0.0143426 0.013894 0.0159553 0.0192503 0.0139098 0.0286807 0.0147007 0.0202358 0.0169926 0.0165452 0.0137504 0.0138686 0.0126697 0.0158299 0.0123052 0.0211341 0.0193895 0.0185229 0.0177241 0.0176977 0.0225773
threshold=0.10312500000000001 -0.40967499999999996 0.12000500000000001 1.0000000180025095e-35 -0.014944999999999998 0.092235000000000025 -0.13033999999999998 0.40945500000000007 -0.082299999999999984 0.14530500000000005 0.11560500000000001 -0.088274999999999978 -0.0062799999999999991 -0.085684999999999997 -0.085604999999999987 0.11875500000000001 0.091225000000000014 0.11389500000000001 0.088965000000000016 -0.41396999999999995 0.32202000000000003 -0.16480999999999998 -0.52954999999999985 0.017095000000000003 0.13093500000000002 -0.07743499999999999 0.086375000000000021 0.092755000000000018 0.040760000000000005 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 9 -5 -4 11 12 -8 14 -13 16 17 18 21 -9 -21 -15 -23 24 27 26 -25 -7 -29 -30
right_child=1 2 7 8 -6 23 10 19 -10 -11 -12 13 -14 15 -16 -17 -18 -19 -20 20 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0032703516820964239 0.0060172378415397059 0.0060168185220625739 0.0045145094773972466 0.0058626018973343356 0.0023023117469468464 0.0026028410218154586 0.0024924038349646645 0.0029667385730995088 0.0033625617344308456 0.0023711860355762567 0.0039264834006175848 0.0052661955147050325 0.0062711658690554591 0.0042834369843271934 0.010009963791638328 0.0039494195007993022 0.0092119421646930291 0.0038328244803207262 0.0032100085291313011 0.0024024928279686719 -0.00094817502401946566 0.0081709822793001024 0.0060991438387484834 0.0086430616387342292 0.0018017731385771185 0.0052291156947347518 0.0059894450617810858 0.0049035704926028408 0.0083667952077169164 0.0052615426286108432
leaf_weight=22 90 93 93 27 24 26 28 127 178 47 33 25 26 37 26 34 20 35 20 30 21 38 1249 37 20 237 91 288 38 61
leaf_count=22 90 93 93 27 24 26 28 127 178 47 33 25 26 37 26 34 20 35 20 30 21 38 1249 37 20 237 91 288 38 61
internal_value=0 0.00393621 0.00364356 0.00425977 0.00525487 0.00572519 0.00591962 0.0030196 0.00369184 0.00379497 0.00595672 0.00600028 0.00431181 0.00606172 0.00768459 0.00600397 0.0060539 0.0060081 0.00606474 0.00240977 0.00102281 0.00610787 0.00616032 0.00533705 0.00497651 0.00576475 0.00675651 0.00513025 0.00530005 0.00645346
internal_weight=0 730 640 322 117 2391 1593 318 205 140 1571 1538 54 1484 51 1433 1399 1379 1344 178 51 1324 1287 798 433 365 128 413 387 99
internal_count=3121 730 640 322 117 2391 1593 318 205 140 1571 1538 54 1484 51 1433 1399 1379 1344 178 51 1324 1287 798 433 365 128 413 387 99
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 3 2 45 9 4 0 15 160 4 42 52 15 13 50 157 157 130 42 43 1212 1213 49 15 16 13
split_gain=0.144979 0.0360104 0.0199318 0.0155186 0.0147403 0.0213204 0.0144539 0.0127864 0.012637 0.0181844 0.023241 0.021815 0.0120636 0.0118515 0.0132039 0.0126842 0.0134236 0.0124894 0.0256158 0.0280606 0.0347388 0.0231552 0.0185839 0.0351497 0.0159944 0.0217746 0.020288 0.0222537 0.0156681 0.0273302
threshold=0.10312500000000001 -0.40967499999999996 0.12000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.014944999999999998 0.14122000000000004 0.081955000000000014 0.099965000000000012 0.50500500000000004 -0.10151999999999999 -0.41942499999999994 -0.087429999999999994 0.042705000000000007 -0.12099999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.0021749999999999994 0.11644500000000001 -0.083944999999999978 -0.078969999999999985 -0.074144999999999989 0.088575000000000015 -0.45785999999999999 0.055770000000000007 -0.076559999999999975 -0.047584999999999995 0.088495000000000018 0.0057500000000000008 -0.046499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 7 13 9 -4 -11 -12 -6 14 -1 16 -15 28 19 -19 -21 -22 23 -23 26 -26 -25 -28 -16 -30
right_child=1 2 8 -5 12 -7 -8 -9 -10 10 11 -13 -14 15 17 -17 -18 18 -20 20 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0064038991994297542 0.0054155140533758746 0.0054151367530056466 0.0035919682273280276 0.0038257127790711819 0.0054805656874795322 0.0020720805468348166 0.003340756545260708 0.0074401201116136061 0.00083305767461752114 0.0044253132972416689 0.0021529187950941309 -0.0013383128717541694 0.0030499483941869355 0.0037692008844691701 0.0055546822977915007 0.0054976329252822325 0.0064622811382702957 0.0078057369246380404 0.0012934362987289205 0.00095529159551243411 0.0073003946031492796 0.00055599509006632234 0.0073985734333594641 0.0028916801508465733 0.0052227930321047701 0.00096304400164323549 0.0059915951410907187 0.0038124266947306752 0.0049896214902237336 0.0011473971087252721
leaf_weight=102 90 93 169 85 23 24 41 26 32 29 63 25 182 156 1109 100 21 32 20 23 38 21 24 37 24 24 175 64 249 20
leaf_count=102 90 93 169 85 23 24 41 26 32 29 63 25 182 156 1109 100 21 32 20 23 38 21 24 37 24 24 175 64 249 20
internal_value=0 0.00354259 0.00327921 0.00515267 0.00383379 0.00472938 0.00520158 0.00523526 0.00271764 0.00292851 0.00197017 0.00116109 0.00332265 0.00520966 0.00529611 0.00459735 0.00408872 0.00523536 0.00479721 0.00494889 0.00473629 0.00494996 0.00470791 0.00452073 0.00477771 0.00309292 0.00507071 0.00540805 0.00538861 0.00470395
internal_weight=0 730 640 2391 322 117 2306 2265 318 286 117 88 205 2239 1962 277 177 1860 482 462 430 407 369 345 324 48 276 239 1378 269
internal_count=3121 730 640 2391 322 117 2306 2265 318 286 117 88 205 2239 1962 277 177 1860 482 462 430 407 369 345 324 48 276 239 1378 269
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=31
num_cat=0
split_feature=1 4 3 1348 2 30 41 0 43 31 14 133 15 49 14 16 2 160 51 15 11 13 3 4 157 43 133 1212 0 42
split_gain=0.117829 0.0439781 0.0243776 0.0212177 0.0201927 0.0274282 0.0191659 0.0211312 0.0167575 0.0133097 0.0131884 0.0131183 0.0169186 0.0126016 0.011681 0.0312115 0.0116358 0.0140339 0.013084 0.0120722 0.0219357 0.0169935 0.0146069 0.0130522 0.0197856 0.0168668 0.0372487 0.0164209 0.0163239 0.0273665
threshold=0.095950000000000021 -0.034939999999999992 0.149315 0.092395000000000019 0.092235000000000025 0.086430000000000021 0.091290000000000024 -0.019414999999999998 -0.070064999999999975 -0.077289999999999984 0.062655000000000016 0.0068000000000000014 -0.41942499999999994 -0.026779999999999995 -0.10708499999999999 -0.105305 0.12358500000000001 -1.0000000180025095e-35 -0.26631499999999991 -0.17952999999999997 0.079300000000000009 -0.013304999999999999 0.10732000000000001 0.0067750000000000006 -0.022224999999999998 0.062770000000000006 -0.41317499999999996 0.085235000000000019 -0.072894999999999988 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 8 4 5 11 7 14 -2 -7 16 12 -3 -10 15 -6 19 -18 -19 21 22 -1 23 25 -25 -21 27 -27 29 -28
right_child=1 3 -4 -5 6 9 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0082968304970894354 0.0035158628894975275 0.0022025890334939156 0.0014699217492307071 -0.00021472078459780841 0.0068594014462591574 0.0028554432771422649 0.0055394867365248504 -9.237068807124161e-05 0.0076295945518226787 -0.00041382231982424857 0.0059189861475412425 0.0026723760083575358 0.004968505753778437 0.0050372494396104623 0.0022604614878983134 0.0023909630940545834 0.0012245234179620943 0.0062223918910603972 0.0030293838667796191 0.004929490359574842 0.0021983879093669303 0.0047872460393567039 0.0021840404030745446 0.0014522875068136135 0.0043535633898121586 0.0045941997569167552 -0.0015869533742079512 0.0078895011849817818 0.0041650439716635667 0.0031009209038915511
leaf_weight=22 67 26 24 21 22 33 20 32 22 20 84 47 148 127 238 54 21 21 33 1504 36 37 23 26 245 62 20 20 33 33
leaf_count=22 67 26 24 21 22 33 20 32 22 20 84 47 148 127 238 54 21 21 33 1504 36 37 23 26 245 62 20 20 33 33
internal_value=0 0.00333398 0.00449343 0.002913 0.00301563 0.00366482 0.00252962 0.00235564 0.00482937 0.00162176 0.0046899 0.00415479 0.00455521 0.00542001 0.00260512 0.00368446 0.00464157 0.00341807 0.00427111 0.00468609 0.00464454 0.0060959 0.00468934 0.00471899 0.00407521 0.00482334 0.00387302 0.00539793 0.00241904 0.00133191
internal_weight=0 901 240 661 640 274 366 346 216 53 2220 221 174 149 314 76 2136 75 54 2061 2002 59 1966 1943 271 1672 168 82 86 53
internal_count=3121 901 240 661 640 274 366 346 216 53 2220 221 174 149 314 76 2136 75 54 2061 2002 59 1966 1943 271 1672 168 82 86 53
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 4 1 2 1 10 14 1 49 12 47 52 457 12 48 4 4 159 11 0 52 14 1 47
split_gain=5.56478 0.940482 0.486458 0.426423 0.331895 0.315253 0.224191 0.220183 0.165915 0.156688 0.149236 0.146475 0.115237 0.0827864 0.0820437 0.0789193 0.0679136 0.0665201 0.0734494 0.0797519 0.0594272 0.0592346 0.0551214 0.0620833 0.0587438 0.0526373 0.0498265 0.0480704 0.0835759 0.0411152
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14262000000000002 0.14122000000000004 -0.17966999999999997 0.40124500000000002 0.11690500000000002 0.089775000000000008 0.092845000000000025 -0.062879999999999978 0.062655000000000016 0.091450000000000017 -0.054984999999999992 -0.12529499999999996 0.10648500000000001 -0.56176499999999996 0.057025000000000006 0.086915000000000006 -0.065739999999999979 0.42642000000000008 0.04735000000000001 0.0089800000000000019 0.082485000000000017 -0.078704999999999983 1.0000000180025095e-35 -0.41076499999999994 0.11910500000000002 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 -3 9 16 12 -4 -6 13 -1 -2 -10 20 -11 22 -20 -8 -13 23 24 -19 -25 -24 -5 -29 -16
right_child=1 4 10 27 11 -7 8 -9 15 17 -12 21 -14 -15 29 -17 -18 18 19 -21 -22 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.00051137867389148704 0.00034319794064313045 0.00041042732798860697 0.00044656128854064883 0.00034892147321716633 -2.0019079971711571e-05 0.00031988422156078631 0.0003665680872565285 0.00031032373668516382 0.00030652830267653746 0.00054867834372198407 0.00028822656529133809 0.00023638918301930613 0.00059322104348261595 0.0004689421956657834 0.00050862261621209721 0.00018271839613178773 0.00039655324619482544 0.00048276978763228489 0.00032312711251948417 0.00047670498063301787 0.00025467219545246704 0.00012486904522875759 0.00042141959102014539 0.00060046936781778888 0.00038719426680406836 0.00049282408082017715 0.00048370083536641866 0.00031354443065128196 0.00016685727478594567 0.00043627244825864778
leaf_weight=1116 23 34 37 24 20 41 22 25 23 45 60 30 59 210 58 142 20 504 26 26 107 47 116 31 26 40 86 32 28 63
leaf_count=1116 23 34 37 24 20 41 22 25 23 45 60 30 59 210 58 142 20 504 26 26 107 47 116 31 26 40 86 32 28 63
internal_value=0 0.00028338 0.0004847 0.000385782 0.000230913 0.000490315 0.000259184 0.000493339 0.000242808 0.000495342 0.000348622 0.000129486 0.000508431 0.000504658 0.000450547 0.000199977 0.000290238 0.0004752 0.000471332 0.000399916 0.000273755 0.000168318 0.000475957 0.000485375 0.000478081 0.000539824 0.000447935 0.000274756 0.00024509 0.000470953
internal_weight=0 673 2448 228 445 2351 348 2310 314 2285 97 97 1385 1326 144 165 149 900 855 52 129 77 803 601 530 71 202 84 60 121
internal_count=3121 673 2448 228 445 2351 348 2310 314 2285 97 97 1385 1326 144 165 149 900 855 52 129 77 803 601 530 71 202 84 60 121
is_linear=0
shrinkage=0.00196078


Tree=9275
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 4 0 15 2 1 12 4 4 150 47 16 3 0 1 3 1 13 52 4 4
split_gain=9.7043 1.61109 1.01238 0.863626 0.547057 0.500676 0.355131 0.30403 0.296204 0.281085 0.26517 0.215713 0.272221 0.202784 0.181672 0.144625 0.182563 0.144115 0.0991744 0.0961464 0.0879309 0.0821916 0.0762044 0.120883 0.071776 0.0650429 0.0633288 0.0621341 0.05887 0.0571566
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.092845000000000025 0.14285500000000004 0.40473500000000007 -0.10607499999999999 -0.10469999999999999 0.14838000000000004 0.083345000000000016 0.09141500000000001 -0.52556499999999995 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 -0.066924999999999985 -0.13927999999999999 -0.076899999999999982 0.087325000000000014 0.088060000000000013 0.11669000000000002 -1.0000000180025095e-35 -0.057699999999999994 0.42642000000000008 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 11 13 -5 18 -6 12 -1 17 -14 16 -13 27 21 25 -17 -7 29 -24 -16 28 -19 -4 -3 -18
right_child=1 2 7 8 10 9 -8 -9 -10 -11 -12 15 14 -15 24 20 22 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069610771573779212 0.00064372068426741895 0.00034366698838597052 0.00029114353689639003 0.00059155174800025511 0.00059441448513578347 0.00067737204217282077 0.00079061130813339292 0.00041867585907772646 0.00036702302691953015 0.00042765688904045573 0.00037839645890967895 0.00085309883292649638 0.00061760756041051123 0.00015005326380276659 0.00036015394322402644 0.00065604915407464672 0.00067621810110731829 0.00020847647963838779 0.00047939295630926402 0.00045823052711452814 0.00060329438846615149 0.00059740715908923028 0.00066131242680805423 0.00049358103606922952 0.0005057444201867564 0.00027642837817735228 0.00031703302174970272 0.00044385166934419188 0.00043904767745774732 0.00061132362819610428
leaf_weight=51 76 126 20 37 74 58 76 37 58 39 31 21 40 84 23 264 1018 88 24 33 225 334 53 24 30 43 27 21 31 55
leaf_count=51 76 126 20 37 74 58 76 37 58 39 31 21 40 84 23 264 1018 88 24 33 225 334 53 24 30 43 27 21 31 55
internal_value=0 0.000374393 0.00034111 0.000637733 0.000413129 0.000645189 0.000659314 0.000253231 0.000454471 0.000586826 0.000530638 0.000653782 0.000580984 0.000227725 0.000517851 0.000660097 0.000671924 0.000269549 0.000601748 0.000360174 0.000631775 0.000609239 0.000668616 0.000609033 0.000442564 0.000343995 0.000233964 0.00036936 0.0003625 0.000672892
internal_weight=0 691 615 2430 338 2335 1880 277 95 455 105 1804 144 240 93 1660 1171 156 416 233 489 392 1150 77 53 200 115 41 157 1073
internal_count=3121 691 615 2430 338 2335 1880 277 95 455 105 1804 144 240 93 1660 1171 156 416 233 489 392 1150 77 53 200 115 41 157 1073
is_linear=0
shrinkage=0.00196078


Tree=9276
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 44 4 2 1 2 4 52 1 1 2 47 12 43 4 14 151 48 1 49 4 52 4
split_gain=7.88594 1.24965 0.8143 0.660465 0.446634 0.365971 0.250834 0.239082 0.238049 0.205788 0.196313 0.189034 0.163214 0.145725 0.101475 0.0775965 0.0751353 0.139819 0.0596208 0.059427 0.0717715 0.0535719 0.0528842 0.0527013 0.0493176 0.0486732 0.0467994 0.0450718 0.0428595 0.0728393
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.27834500000000006 0.094585000000000016 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.14960000000000004 0.42051500000000003 -0.56176499999999996 0.091195000000000012 0.088975000000000012 0.097845000000000015 0.090100000000000013 0.090285000000000018 0.05259500000000001 -0.012164999999999999 0.096015000000000017 -0.089309999999999987 0.016865000000000002 0.15964000000000003 -0.053364999999999996 -0.036839999999999991 0.40674500000000008 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 18 6 7 10 12 -6 15 -5 13 24 -12 28 19 -18 23 20 -16 -21 -8 -3 -4 -14 -13 -2 29 -1
right_child=1 2 8 11 9 -7 22 -9 -10 -11 14 26 25 -15 16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071936351730224281 0.00060548540795763123 0.00039235593004971324 0.00035659253182772138 0.00052541497464044483 0.00053641749560738214 0.0004132466658560279 0.00072161700134681993 0.00037885339658395276 0.00042634871281988906 0.0003461180927537047 0.00065376933679371955 0.00039802634691528545 0.00017284227909821915 0.00019950527084277553 0.00060104640753248697 0.00056510440289660397 0.00036918572960016518 0.00056019154930017829 0.00040342498568467135 0.00056626383560934876 0.00050245096383531103 0.00052513879040164385 0.00061128449079224107 0.0003006257871184982 0.0002530074086088955 6.8196594687726562e-05 0.00028636537102702395 0.00049870342544926086 0.00053130841742825719 0.00060538129367243196
leaf_weight=22 55 28 43 37 74 48 61 22 22 31 43 31 54 103 203 216 23 41 33 300 33 205 23 172 30 25 27 21 29 1066
leaf_count=22 55 28 43 37 74 48 61 22 22 31 43 31 54 103 203 216 23 41 33 300 33 205 23 172 30 25 27 21 29 1066
internal_value=0 0.000338779 0.000309467 0.000576169 0.000374057 0.000582689 0.000586245 0.000582236 0.000230653 0.000480234 0.000584287 0.000415906 0.000213769 0.000247004 0.000560964 0.000599124 0.000556006 0.000491549 0.000326209 0.000561573 0.00058726 0.00054957 0.000691407 0.000313468 0.000314023 0.000139727 0.000346046 0.00057598 0.000605703 0.000607686
internal_weight=0 691 615 2430 338 2335 2287 2203 277 105 2181 95 255 176 848 1333 805 64 233 741 236 505 84 200 73 79 58 76 1117 1088
internal_count=3121 691 615 2430 338 2335 2287 2203 277 105 2181 95 255 176 848 1333 805 64 233 741 236 505 84 200 73 79 58 76 1117 1088
is_linear=0
shrinkage=0.00196078


Tree=9277
num_leaves=31
num_cat=0
split_feature=1 3 1 12 457 2 2 1 1 1 47 1456 159 0 11 52 483 1429 484 4 1 11 133 133 42 1447 13 13 394 402
split_gain=0.18667 0.0303526 0.0284507 0.0261109 0.0196629 0.0195842 0.0183348 0.0369538 0.0176138 0.0169961 0.0197933 0.0171725 0.0171621 0.0169648 0.0193446 0.0161981 0.0169385 0.0329805 0.0287531 0.0158748 0.0155421 0.0154357 0.0153927 0.0219288 0.0134973 0.0131075 0.0128155 0.0148698 0.012678 0.0139817
threshold=0.10920500000000001 -0.053259999999999995 0.091195000000000012 -0.010834999999999999 0.049680000000000009 0.31358000000000003 0.088930000000000023 0.08864000000000001 0.084885000000000002 0.091900000000000023 0.098400000000000015 -1.0000000180025095e-35 0.089030000000000012 0.041630000000000007 1.0000000180025095e-35 0.40674500000000008 -0.095084999999999989 0.084770000000000012 0.085435000000000025 -0.036839999999999991 0.10060500000000001 0.078065000000000009 -1.0000000180025095e-35 0.048950000000000007 0.091625000000000012 -0.082869999999999985 0.049530000000000012 -0.14819499999999997 0.055520000000000007 0.079755000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 6 -4 9 -3 15 8 13 -5 11 -11 24 14 25 16 -1 21 -19 -2 -6 28 -15 -24 -13 -8 27 -21 29 -18
right_child=1 5 3 4 20 -7 7 -9 -10 10 -12 12 -14 22 -16 -17 17 18 -20 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0081131410785019401 0.0064035384555939925 0.0030339668674044251 0.0033006237438392076 0.0029982919563892587 0.0050770166039001202 0.00018961514310481459 0.0073163875588966951 0.0014230395890772343 0.0077891320455819374 0.0082141345021901312 0.0034901066865478201 0.0063045390160931724 0.0027502896939404311 0.006162432911584065 0.0084488279651850472 0.0035640474750600276 0.0055994008245440806 0.0054004980042448338 0.00060628581453453414 0.0021538552528779422 0.001579560736125266 0.0081741583999246359 0.0011880624092995161 0.0050862146942462355 0.0047263849313821998 0.0052191902099421273 0.0023962679992109771 0.0051254251158303205 0.0076846806845325679 0.0065774663730939252
leaf_weight=33 33 351 105 29 24 26 31 25 28 27 42 168 20 21 20 31 726 29 22 21 27 30 31 27 80 771 38 85 37 183
leaf_count=33 33 351 105 29 24 26 31 25 28 27 42 168 20 21 20 31 726 29 22 21 27 30 31 27 80 771 38 85 37 183
internal_value=0 0.00334498 0.00536901 0.00471007 0.00506497 0.0028378 0.00553721 0.005217 0.0053191 0.0053213 0.0055212 0.00581038 0.00556821 0.00524234 0.00537686 0.00581721 0.0058831 0.00581144 0.00333241 0.00442524 0.00322542 0.00594098 0.00384264 0.00300272 0.00579546 0.00530025 0.00397188 0.00453672 0.00587016 0.00579631
internal_weight=0 554 2567 522 417 377 2045 954 929 366 337 295 268 901 822 1091 1060 1027 51 177 51 976 79 58 248 802 144 106 946 909
internal_count=3121 554 2567 522 417 377 2045 954 929 366 337 295 268 901 822 1091 1060 1027 51 177 51 976 79 58 248 802 144 106 946 909
is_linear=0
shrinkage=0.1


Tree=9278
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 4 2 0 49 2 1 4 4 47 0 156 160 3 457 13 475 1 157 15 0 150
split_gain=7.44155 1.2383 0.837375 0.6767 0.464573 0.329376 0.26832 0.261677 0.194804 0.173399 0.153642 0.153043 0.174464 0.149267 0.114751 0.111882 0.097833 0.0757285 0.0671866 0.0810622 0.0653956 0.0597343 0.0587297 0.0865711 0.0582094 0.0556741 0.0521283 0.0598287 0.051029 0.0500249
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.14960000000000004 -0.10607499999999999 0.082865000000000008 0.14285500000000004 0.085605000000000014 0.40945500000000007 0.0061450000000000003 0.090100000000000013 -0.079119999999999982 -1.0000000180025095e-35 0.085130000000000011 1.0000000180025095e-35 0.094310000000000019 -1.0000000180025095e-35 -0.06562999999999998 0.16175000000000003 -0.080299999999999996 -0.036009999999999993 -0.14723999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 11 13 -5 -6 24 12 14 15 28 -4 18 21 -13 -20 -16 -3 23 -23 -7 -15 -21 -28 -1 -26
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 16 -14 25 20 -17 -18 -19 19 26 -22 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00063515440756533334 0.00058661481947998523 0.00028930083416657998 0.00034208675375912377 0.00053780693453419715 0.00054633466968096681 0.00060719376154336907 0.00071059629990522541 0.00039488088257391663 0.00035258764829169281 0.00037542260514790291 0.00039240171287214414 0.00061104456927148383 0.00065217715868633034 0.00018349793912015729 0.0003749115130773919 0.00022211675686386868 0.0005442601551778458 0.00042587150317415889 0.00069519504206056587 0.00048039043261334784 0.00050875475009282427 0.00033382467633368923 0.00027925718897654685 0.00047426580484569636 0.00054451495734904505 6.9756955549144382e-05 0.00048811134345391212 0.00058739924954683508 0.0005122208199087819 0.00044577121665052562
leaf_weight=21 76 100 43 34 74 55 79 37 61 33 26 1146 36 78 32 98 116 32 23 21 25 45 27 27 325 21 25 350 34 21
leaf_count=21 76 100 43 34 74 55 79 37 61 33 26 1146 36 78 32 98 116 32 23 21 25 45 27 27 325 21 25 350 34 21
internal_value=0 0.000350494 0.000321314 0.000581097 0.000386813 0.000587697 0.000598714 0.000241392 0.000418877 0.000493623 0.00053847 0.000593882 0.000533434 0.000217729 0.000495266 0.000258703 0.000599204 0.000337339 0.000603276 0.000582029 0.000433615 0.000323102 0.000357245 0.00038649 0.000547941 0.000159371 0.000575456 0.00058078 0.000559159 0.000538522
internal_weight=0 691 615 2430 338 2335 1908 277 95 107 427 1829 148 240 112 141 1681 231 1565 419 57 199 99 72 401 99 396 375 55 346
internal_count=3121 691 615 2430 338 2335 1908 277 95 107 427 1829 148 240 112 141 1681 231 1565 419 57 199 99 72 401 99 396 375 55 346
is_linear=0
shrinkage=0.00196078


Tree=9279
num_leaves=31
num_cat=0
split_feature=1 3 124 4 1 2 42 4 2 14 4 47 49 1 1 4 1 47 43 1 15 43 1 50 12 52 16 133 52 1
split_gain=7.36488 1.20491 0.690317 0.498214 0.4036 0.329155 0.312543 0.286615 0.197266 0.135075 0.133214 0.118693 0.113221 0.111711 0.0887352 0.0847665 0.160335 0.0838169 0.0808337 0.0715227 0.0667865 0.0722719 0.0613189 0.0549973 0.0548402 0.0547912 0.0538806 0.0517666 0.050331 0.0486902
threshold=0.10508500000000001 -0.059315 -0.080389999999999989 0.27834500000000006 0.13604000000000002 0.14122000000000004 -0.0060199999999999993 0.40124500000000002 0.089775000000000008 0.062655000000000016 -0.17966999999999997 0.13082500000000002 -0.054984999999999992 0.11690500000000002 0.15964000000000003 -0.015039999999999998 0.086920000000000011 0.10648500000000001 -0.080324999999999994 0.091450000000000017 -0.086254999999999984 0.064745000000000011 0.13075500000000004 0.10803500000000001 0.090285000000000018 0.056145000000000007 -0.077589999999999978 -1.0000000180025095e-35 -0.56176499999999996 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 10 7 -1 8 9 19 -3 14 -2 17 25 20 24 -12 -8 -4 -10 23 27 26 -17 -6 -22 -5 -28 -14
right_child=1 4 5 22 11 -7 18 -9 15 -11 13 -13 29 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00054200530803504108 0.00038288284525059274 0.000446769815193964 0.00058366058888882286 0.00027678902609582569 0.00016357617467845634 0.00038725891598602306 0.00035880892870907797 0.00035569109431668824 0.00065481324761020704 0.00067327608273606951 0.00031153498525391668 0.00031998257390132139 0.00055098605711086123 0.00024889336016355477 6.5428983864700022e-05 0.00056347473454337221 0.00040049105922128385 0.00044795523963722531 0.00020792356801821907 0.00054428962850956188 0.00061799159406068186 0.00050007505574331253 0.00023521307986716625 0.000657897830934696 0.00051572439895792254 0.00027024361374940165 0.00061852062544496709 0.00039630536186067685 0.00054133666769058924 0.00044712951940760004
leaf_weight=35 23 24 1114 22 81 41 43 25 28 59 129 21 100 117 29 159 37 20 20 211 54 74 24 24 221 24 37 38 266 21
leaf_count=35 23 24 1114 22 81 41 43 25 28 59 129 21 100 117 29 159 37 20 20 211 54 74 24 24 221 24 37 38 266 21
internal_value=0 0.000323078 0.000554682 0.000438986 0.000263691 0.000561406 0.000393443 0.000564498 0.000566784 0.000581479 0.000306862 0.00018292 0.00050899 0.000294239 0.00016144 0.000544187 0.000523707 0.000329846 0.000310909 0.000577391 0.000561868 0.000556148 0.000318977 0.000567039 0.000535704 0.000187957 0.000560931 0.000352483 0.000550762 0.000532961
internal_weight=0 673 2448 228 445 2350 98 2309 2284 1384 290 155 144 266 134 900 417 149 63 1325 483 455 84 381 380 105 357 60 303 121
internal_count=3121 673 2448 228 445 2350 98 2309 2284 1384 290 155 144 266 134 900 417 149 63 1325 483 455 84 381 380 105 357 60 303 121
is_linear=0
shrinkage=0.00196078


Tree=9280
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 14 2 1 15 2 14 0 12 4 11 12 4 4 4 1 49 1 0 1209 1 15 1 14
split_gain=6.98991 0.816738 0.772995 0.489089 0.41778 0.348972 0.348385 0.216975 0.202623 0.186568 0.17593 0.173514 0.164694 0.266967 0.150914 0.1369 0.117507 0.103826 0.137386 0.218547 0.100314 0.0857965 0.0834264 0.0776973 0.0704196 0.0650596 0.0611369 0.0598498 0.0579173 0.0559033
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.076175000000000007 -1.0000000180025095e-35 0.077845000000000011 0.024640000000000006 0.10803500000000001 -0.10708499999999999 -0.13027499999999997 0.091625000000000012 0.076415000000000025 0.077415000000000012 0.051320000000000005 -0.17966999999999997 -0.0060199999999999993 -0.04890499999999999 0.16175000000000003 -0.012034999999999999 0.12958500000000003 -0.15599999999999997 0.091045000000000001 0.12000500000000001 0.091295000000000015 0.12408500000000001 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 22 8 7 10 26 -4 12 23 -1 15 17 24 27 18 -15 -20 -13 -7 -2 -10 -14 -16 -3 -12 -22 -9
right_child=1 5 9 -5 -6 21 -8 29 11 -11 16 20 13 14 25 -17 -18 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067212186218087197 0.00035733644467066317 0.00027875224314021321 0.00050445853756005013 0.00033088582833672918 0.00028225181362220039 0.00016802506939217975 0.00035805183102918808 0.00067128749330917748 0.00049826566415462053 0.00031936497545451061 0.00056492206142892893 0.00040807820126122121 0.0004127068005035449 0.00056626679826996733 0.00050030882860065021 0.00053871302466742166 0.00070065399866645073 0.00055458837002541695 0.00029511231617218228 0.00051088612241903856 0.00028722745244239321 2.663379994218423e-05 0.00049706389516185519 0.00032940402371334096 0.00027519381628330269 0.00038546888121202883 0.0001631875170352722 0.00053431537026518976 0.00020643132801430127 0.00055904530180508601
leaf_weight=27 20 24 28 45 74 77 41 59 22 83 604 20 41 62 367 24 21 564 26 59 103 21 92 20 22 20 66 414 51 24
leaf_count=27 20 24 28 45 74 77 41 59 22 83 604 20 41 62 367 24 21 564 26 59 103 21 92 20 22 20 66 414 51 24
internal_value=0 0.000289059 0.000526055 0.000533393 0.000396577 0.000239558 0.00053723 0.000540378 0.000272171 0.000366055 0.000536748 0.00030474 0.000520698 0.000517248 0.000525532 0.000412694 0.00055547 0.000542492 0.00049608 0.000444885 0.000277437 0.000137727 0.000472113 0.000417855 0.000364686 0.000494374 0.000194005 0.000552475 0.00026047 0.000638832
internal_weight=0 590 2531 2420 186 404 2375 2334 306 111 2251 216 1212 1185 1098 87 1039 711 147 85 174 98 112 42 63 387 90 1018 154 83
internal_count=3121 590 2531 2420 186 404 2375 2334 306 111 2251 216 1212 1185 1098 87 1039 711 147 85 174 98 112 42 63 387 90 1018 154 83
is_linear=0
shrinkage=0.00196078


Tree=9281
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 4 14 2 1 4 2 1 1 1 0 159 49 150 2 1 52 1 0 52 4 2 51 484 3
split_gain=8.63636 1.39068 0.814517 0.614899 0.48843 0.432937 0.29744 0.259177 0.244267 0.225062 0.198734 0.197475 0.114927 0.105846 0.103619 0.0877833 0.0835522 0.0818621 0.0778106 0.0919312 0.0758961 0.073953 0.0596009 0.058657 0.0558808 0.0552663 0.0515022 0.0481908 0.0889013 0.0713997
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.14753000000000002 0.092845000000000025 0.40945500000000007 0.089775000000000008 0.122715 0.13075500000000004 0.091450000000000017 -0.22491999999999998 0.082585000000000006 -0.063424999999999981 1.0000000180025095e-35 0.11263500000000001 0.16175000000000003 -0.56176499999999996 0.12656000000000003 -0.061629999999999997 -0.16675999999999999 -0.036839999999999991 0.11411 -0.086719999999999978 0.085595000000000018 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 16 6 7 11 10 -4 17 14 25 26 27 -13 18 -6 19 -3 -10 -17 -12 -19 -9 -2 -5 28 -1 -29
right_child=1 4 9 13 8 -7 -8 24 20 -11 22 15 -14 -15 -16 21 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00063863950121577308 0.00064103237583356743 0.00050996108751058804 0.00055690328607846016 0.00047541817251930268 0.00026384002234523151 0.00043566946750217621 0.00040667355060577389 0.0006417047203171487 0.0001968737503520098 0.00036246124781315136 0.00031450193729752119 0.00049099378548340782 0.00045389676236114927 0.00024305860933488587 0.00059708205223027845 0.00067992660409744521 0.00030353007207637107 0.00046027454298406672 0.00035536831778566741 0.00035978388961623693 6.2904466573152434e-05 0.00059821995240513857 0.00020828820025494446 0.00033526563139046634 0.00076022675179428277 0.00055432274229655972 0.00035497659228296362 0.00065110017153874257 0.00051005662572817972 0.00053276591523386096
leaf_weight=79 50 42 37 21 23 48 24 20 72 60 27 28 29 24 210 45 38 31 57 25 21 795 82 27 65 65 39 989 28 20
leaf_count=79 50 42 37 21 23 48 24 20 72 60 27 28 29 24 210 45 38 31 57 25 21 795 82 27 65 65 39 989 28 20
internal_value=0 0.000361911 0.000612712 0.000486434 0.000298111 0.000619977 0.000623818 0.000626105 0.000248961 0.00043663 0.000289264 0.000621989 0.000564206 0.00035311 0.00063704 0.000598997 0.00038397 0.000362827 0.000408621 0.000453925 0.000166623 0.000602597 0.000234598 0.000402081 0.000732339 0.000592023 0.000397131 0.000644559 0.000604992 0.000648755
internal_weight=0 673 2448 228 445 2351 2303 2279 283 97 190 2194 144 84 1326 868 162 81 124 67 93 840 109 58 85 115 60 1116 107 1009
internal_count=3121 673 2448 228 445 2351 2303 2279 283 97 190 2194 144 84 1326 868 162 81 124 67 93 840 109 58 85 115 60 1116 107 1009
is_linear=0
shrinkage=0.00196078


Tree=9282
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 11 2 3 12 48 13 43 3 13 3 16 1 1 12 13 4 2 151 1 474 475 484 475 151 50
split_gain=0.299545 0.0665373 0.0394006 0.0274623 0.0255522 0.0245026 0.0242353 0.0315102 0.0222189 0.0238838 0.0190549 0.0220776 0.0179167 0.0240766 0.0180275 0.0401615 0.0174633 0.0159205 0.0253945 0.0221689 0.0159089 0.0156686 0.0146547 0.0168261 0.0156551 0.0163091 0.0240515 0.0190387 0.0154238 0.0140807
threshold=0.10312500000000001 0.12337000000000002 0.5136400000000001 0.40124500000000002 0.10045500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.014944999999999998 0.09320500000000001 0.078735000000000013 -0.0062949999999999994 -0.050459999999999998 -0.0069549999999999994 -0.077799999999999994 -0.10831999999999999 0.38525000000000004 0.078340000000000007 0.14754500000000001 -0.10022999999999999 -0.47860499999999995 0.061775000000000004 0.10803500000000001 0.009020000000000002 0.085760000000000017 -0.10160499999999999 -0.08663499999999999 0.027540000000000002 -0.085719999999999977 -0.16239999999999996 0.11875500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 22 7 -2 9 16 17 -12 13 20 15 -15 -7 18 -3 -19 -6 -14 24 -24 -1 26 -26 -27 -29 -30
right_child=1 10 -4 -5 12 8 -8 -9 -10 -11 11 -13 21 14 -16 -17 -18 19 -20 -21 -22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=0.0092733905853136719 0.006293425972253317 0.0054065558667802677 0.0072817716651343289 0.0030034494522789665 0.0088868145324775705 0.010227920379838907 0.0039395199755095488 0.0025679074951247978 0.0055166727458329304 0.011755087145644686 0.0025732444354264086 0.0054798015314320644 0.0056882959349375019 0.00080604473636908974 0.0060817077981029869 0.0065618987966984234 0.0064831169830127204 0.0033070336450778306 0.0022369107039089107 -0.0010250902618281544 0.0057920951011160822 0.0026018333107489964 0.0062818794385142004 0.0029923346652851804 0.0064002027350672803 0.0090847227341410795 0.002202685819938779 0.0046401930066782074 0.0067595993385533631 0.0051022127499136165
leaf_weight=23 120 33 64 22 46 20 224 28 23 23 49 56 38 22 241 27 33 21 108 27 26 29 48 23 43 33 20 37 1561 53
leaf_count=23 120 33 64 22 46 20 224 28 23 23 49 56 38 22 241 27 33 21 108 27 26 29 48 23 43 33 20 37 1561 53
internal_value=0 0.00420593 0.0049899 0.00652027 0.00655293 0.00670737 0.0045956 0.0055886 0.00823992 0.00906406 0.0030433 0.00412341 0.00585453 0.00613255 0.00572619 0.00397764 0.00789625 0.00244324 0.00297874 0.000870214 0.00776928 0.00435236 0.00662495 0.00521625 0.00668146 0.00664734 0.00506766 0.00670643 0.0066589 0.00670517
internal_weight=0 730 436 2391 2369 1940 372 148 99 76 294 105 429 362 290 49 53 189 141 48 72 67 1841 71 1770 1747 63 1684 1651 1614
internal_count=3121 730 436 2391 2369 1940 372 148 99 76 294 105 429 362 290 49 53 189 141 48 72 67 1841 71 1770 1747 63 1684 1651 1614
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=31
num_cat=0
split_feature=1 52 2 52 123 2 51 48 15 14 16 15 124 44 457 4 3 131 2 158 52 159 15 15 151 15 1 13 1 130
split_gain=0.242631 0.054147 0.0356222 0.0251844 0.0232718 0.0201208 0.0197862 0.0170196 0.0203952 0.0199849 0.0285316 0.017926 0.0155008 0.0153022 0.0151088 0.0149066 0.0151068 0.0146048 0.0300922 0.0145579 0.0164276 0.0141801 0.0177038 0.0187465 0.0422693 0.0154742 0.0136748 0.0126791 0.0123666 0.0145174
threshold=0.10312500000000001 -0.40967499999999996 0.14285500000000004 0.12492500000000002 1.0000000180025095e-35 0.14122000000000004 -0.41904999999999998 0.14093000000000003 -0.24436499999999997 -0.46413499999999996 -0.36241499999999999 -0.14601999999999996 -0.079269999999999993 1.0000000180025095e-35 0.048635000000000005 0.042705000000000007 0.10299500000000002 0.090030000000000013 0.31358000000000003 0.082560000000000008 -0.04127999999999999 0.083335000000000006 0.013270000000000002 -0.016799999999999995 -0.030624999999999996 -0.076244999999999993 0.12656000000000003 0.00084500000000000016 0.083345000000000016 0.096625000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 13 -3 8 9 -8 26 -10 14 15 -6 16 -1 18 -4 28 -21 22 23 24 -13 -26 -11 -5 29 -17
right_child=1 2 17 27 12 -7 7 -9 11 10 -12 21 -14 -15 -16 19 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.006075915627860317 0.0060819866591029703 0.0065247321634420334 0.0024224027624954779 0.0061507295141176831 0.0018670659639610677 0.0037326261838443761 0.0045367373332667812 0.00053242843132466082 0.0067467813299078019 0.0045142049522837622 -0.0014125111887724848 0.0027825187186326962 0.0062225143183712609 0.0082911364102203934 0.005112457078380081 0.0056207747162096153 0.0041124036279506981 0.0043331066289366308 -0.0015351764239603654 0.0039387072669342165 0.007262281151006706 0.0021846850543434538 0.0065662638836160858 0.00093466312333475806 0.0048588442195278518 0.0084196798908321765 0.0018306251121014043 0.0032551222800975667 0.0033399500941029853 0.0028461395027327609
leaf_weight=1920 90 21 83 62 32 41 39 20 23 28 21 78 27 28 26 132 40 22 25 20 58 43 27 20 26 23 59 20 45 22
leaf_count=1920 90 21 83 62 32 41 39 20 23 28 21 78 27 28 26 132 40 22 25 20 58 43 27 20 26 23 59 20 45 22
internal_value=0 0.00378534 0.00346237 0.00383904 0.00586824 0.00592814 0.00353145 0.00337701 0.00352401 0.00259643 0.00189576 0.00409216 0.00424327 0.00596788 0.0033219 0.0059388 0.00603584 0.00198468 0.0015063 0.00525214 0.00641008 0.0038108 0.00421265 0.00378036 0.0042285 0.00653026 0.00269431 0.00544448 0.00479827 0.0052244
internal_weight=0 730 640 510 2391 2306 428 407 387 147 108 240 85 2265 58 2237 1960 130 108 277 78 217 174 147 127 49 87 82 199 154
internal_count=3121 730 640 510 2391 2306 428 407 387 147 108 240 85 2265 58 2237 1960 130 108 277 78 217 174 147 127 49 87 82 199 154
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 3 14 43 1 0 2 2 0 49 52 1 49 4 49 4 12 0 156 48 4 0 16 475 42 30
split_gain=4.97586 0.601858 0.548878 0.352515 0.346723 0.251654 0.21639 0.205329 0.149196 0.144664 0.134421 0.12063 0.108525 0.122837 0.0950024 0.0903281 0.089101 0.0884179 0.0803193 0.0732189 0.0692973 0.0619987 0.0981533 0.0632756 0.0587649 0.185421 0.0580508 0.0544948 0.0531762 0.0535935
threshold=0.10752500000000002 -0.053259999999999995 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.31370500000000007 0.076975000000000002 -0.025214999999999998 0.092845000000000025 -0.13027499999999997 0.11177500000000001 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.056145000000000007 0.083345000000000016 -0.017229999999999999 0.0061450000000000003 -0.043469999999999995 -0.011209999999999999 0.080890000000000017 -0.079119999999999982 -1.0000000180025095e-35 0.092065000000000022 -0.17966999999999997 -0.060129999999999996 -0.008904999999999998 -0.06562999999999998 0.11066000000000001 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 16 7 12 28 -4 18 -9 27 13 15 -7 -1 -2 21 -5 -12 -17 -14 -23 24 -24 -26 -21 -11 29 -3
right_child=1 5 8 9 -6 14 -8 10 -10 11 19 -13 17 -15 -16 20 -18 -19 -20 26 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00045113510671345624 0.00029406912736142495 0.0002320493567561783 0.00041782741708050236 0.00022732254172510961 0.00023817760208804233 8.3345713156486768e-05 0.00057230958790560952 0.00039293104927062942 0.00026533341015319903 0.00048272674031364296 0.00035514455969709368 0.00032844279073318642 0.00048091459796934508 0.0005158403486597772 0.00021231108545964838 0.00037904983090705953 0.00043533797258131198 0.00041922276708133077 0.00037826549237460091 0.00026199487037956712 0.0002432379890781115 0.0005751233681841613 0.00050590615240199595 0.00033853595272875304 0.00045392900385582218 0.00027120730316445852 0.00014673471119820925 0.00042255790188300876 0.00010741817135276726 0.00014839462975144667
leaf_weight=48 21 89 37 23 75 70 75 37 74 71 22 47 1148 36 32 52 94 125 33 56 20 24 64 20 298 23 24 313 26 44
leaf_count=48 21 89 37 23 75 70 75 37 74 71 22 47 1148 36 32 52 94 125 33 56 20 24 64 20 298 23 24 313 26 44
internal_value=0 0.000251031 0.000450989 0.000457173 0.000341898 0.000207869 0.000469051 0.000236643 0.000316165 0.000410025 0.00029169 0.000422207 0.000464883 0.000415385 0.000123805 0.000385249 0.000409541 0.00046942 0.000316271 0.000254966 0.000341324 0.000473399 0.000453287 0.000446067 0.000451654 0.000440837 0.000227417 0.000433683 0.00018852 0.000204374
internal_weight=0 590 2531 2420 190 400 1933 298 111 487 139 431 1858 156 102 120 115 1702 56 102 72 1577 429 405 385 321 80 384 159 133
internal_count=3121 590 2531 2420 190 400 1933 298 111 487 139 431 1858 156 102 120 115 1702 56 102 72 1577 429 405 385 321 80 384 159 133
is_linear=0
shrinkage=0.00196078


Tree=9285
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 0 47 1 4 4 150 47 12 4 3 3 49 13 475 0 43 4 52
split_gain=8.70424 1.47105 0.960084 0.782478 0.518644 0.428459 0.318653 0.31189 0.227336 0.224826 0.204386 0.182617 0.163463 0.213275 0.229781 0.149548 0.116522 0.109132 0.0891113 0.0886034 0.0931132 0.0904752 0.0846128 0.0600745 0.0591393 0.0510425 0.0437417 0.0642129 0.0414145 0.0401889
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.09253500000000002 0.14838000000000004 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.27834500000000006 1.0000000180025095e-35 0.090100000000000013 0.087695000000000009 -0.52556499999999995 -0.13927999999999999 -0.13309499999999996 -0.069799999999999987 -1.0000000180025095e-35 -0.066784999999999983 -0.060129999999999996 -0.065269999999999981 -0.036839999999999991 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 12 11 17 -6 -5 16 13 14 -1 19 -4 22 -3 20 -14 -22 -7 -16 -18 -24 -21 -28 -2 -27
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 -13 15 -15 23 -17 24 -19 -20 26 21 -23 25 -25 -26 29 27 -29 -30 -31
leaf_value=0.00041629387150147703 0.00045812685700023873 0.00013617797477416348 0.00015199678103314354 0.00036689189833082959 0.00038181565304844131 0.0004585046052536883 0.00056148824936511348 0.00022321853682913333 0.00022707607619588014 0.00017936297744098635 0.00017825293795568269 -5.1149896384729031e-05 0.00058997260443135807 0.00051560386041410607 0.00032004298519429462 0.00036879638527107677 5.6207443393039792e-06 0.0002653396641118165 0.00024652140056221917 0.00043163111748369674 0.00032752755530227241 0.00045816215847062044 0.00045147802006139607 0.00018854527127302781 0.00011052511143447397 0.00034874540275218438 0.00028659515375015779 0.00044371862767958177 0.00035903647091556221 0.00039452417866352684
leaf_weight=58 50 191 41 34 71 62 76 34 39 30 63 84 20 30 22 114 88 28 33 784 21 694 34 34 27 150 20 20 24 145
leaf_count=58 50 191 41 34 71 62 76 34 39 30 63 84 20 30 22 114 88 28 33 784 21 694 34 34 27 150 20 20 24 145
internal_value=0 0.000165173 0.000132952 0.000416958 0.000205031 0.000424078 0.000437099 4.74581e-05 0.000370264 0.000321681 0.000244374 2.25587e-05 0.000431896 0.000368504 0.000329794 0.000437352 6.22479e-05 0.000383592 0.000152434 0.000442365 0.000458016 0.000454325 0.00039206 0.000240205 3.02505e-05 0.000379538 0.000428404 0.000365157 0.000425989 0.000371247
internal_weight=0 673 599 2448 325 2351 1893 274 458 101 97 240 1817 144 114 1673 156 419 224 1559 735 715 391 56 115 329 824 40 74 295
internal_count=3121 673 599 2448 325 2351 1893 274 458 101 97 240 1817 144 114 1673 156 419 224 1559 735 715 391 56 115 329 824 40 74 295
is_linear=0
shrinkage=0.00196078


Tree=9286
num_leaves=31
num_cat=0
split_feature=1 52 3 39 123 2 50 52 48 14 2 4 4 15 150 48 4 0 15 16 0 47 124 4 49 52 41 12 402 16
split_gain=0.266632 0.0588931 0.039496 0.0249439 0.024048 0.020531 0.0190536 0.0174789 0.0170146 0.0162953 0.0161087 0.0154304 0.0207788 0.0176144 0.0171773 0.0165183 0.0151804 0.0272764 0.0307032 0.0433034 0.0202077 0.0143299 0.0142089 0.0135827 0.0132274 0.0130059 0.0166573 0.0126944 0.0200917 0.0221685
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.087880000000000014 1.0000000180025095e-35 0.14960000000000004 0.10616500000000001 0.056145000000000007 -0.081134999999999999 0.062655000000000016 0.14122000000000004 0.056795000000000005 0.2623950000000001 -0.46471999999999997 0.10325000000000002 0.085700000000000012 0.033845000000000007 -0.11173999999999999 -0.095869999999999983 -0.039889999999999988 -0.097734999999999989 0.078345000000000012 -0.080389999999999989 -0.013514999999999998 -0.08130999999999998 -0.088204999999999992 0.079395000000000007 0.087695000000000009 0.2506000000000001 -0.0013749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 9 8 -4 -3 16 11 15 -13 -14 -15 -10 17 18 -1 -20 -19 -5 24 -8 -6 -11 -27 -22 29 -29
right_child=1 2 7 21 22 -7 23 -9 10 25 -12 12 13 14 -16 -17 -18 20 19 -21 27 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0068523415926330048 0.0060682754053009887 0.0066549848130671302 0.00066799381485497448 0.0022415856762099074 0.005219977941702713 0.0031232755810308918 0.0075701887980103499 0.0034829527001420503 0.0015525864777979829 0.0055565166353647201 0.0012647295054526136 0.0062325678409097043 0.0056028089304972026 0.0020545616284168016 0.0052200116003708295 0.0042194287497679603 0.0052296168439019226 0.0083332909557681818 0.00037915113892766743 0.0061059641773286077 0.0063415056720929758 0.0045319109757923906 0.0060494479024782782 0.0044800306571591078 0.0020908067270647736 0.0095320377152945321 0.0059695597072797167 0.0061599365287803368 0.0028122809228741312 0.0051072255521177421
leaf_weight=29 90 20 71 139 22 26 25 32 48 28 26 47 36 60 24 45 295 39 31 23 760 34 28 33 35 35 21 720 22 277
leaf_count=29 90 20 71 139 22 26 25 32 48 28 26 47 36 60 24 45 295 39 31 23 760 34 28 33 35 35 21 720 22 277
internal_value=0 0.00367309 0.00333627 0.00368031 0.00585658 0.00591747 0.00415017 0.00154254 0.00383519 0.00594933 0.003638 0.00387532 0.00445021 0.00375213 0.00295898 0.00284299 0.00589705 0.00600062 0.00422782 0.00281835 0.00608156 0.00269171 0.00420473 0.005812 0.00329856 0.00731624 0.00819611 0.00603219 0.0058015 0.00586746
internal_weight=0 730 640 537 2391 2306 364 103 306 2280 286 260 167 120 84 93 2196 1901 83 54 1818 173 85 58 57 84 56 1779 1019 997
internal_count=3121 730 640 537 2391 2306 364 103 306 2280 286 260 167 120 84 93 2196 1901 83 54 1818 173 85 58 57 84 56 1779 1019 997
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=31
num_cat=0
split_feature=1 1 457 4 3 39 14 3 16 12 2 16 41 402 3 15 0 4 49 42 13 42 12 42 123 133 133 12 42 48
split_gain=0.218869 0.0496547 0.0380574 0.0298557 0.0274831 0.0244695 0.0199597 0.0185181 0.0218195 0.0184228 0.016263 0.0167966 0.0210817 0.0177642 0.0200894 0.01905 0.0166674 0.0484246 0.0210693 0.0175824 0.0591495 0.0233019 0.0466334 0.0322733 0.0158652 0.0152304 0.0305656 0.0171929 0.0175874 0.017057
threshold=0.11690500000000002 0.095950000000000021 0.079590000000000008 0.26790000000000008 0.30112000000000005 0.088025000000000006 0.062655000000000016 -0.11171999999999999 0.55700000000000005 -0.42850999999999995 0.092365000000000017 -0.45661999999999997 0.085095000000000018 0.024785000000000005 -0.071799999999999989 0.13592500000000005 -0.11173999999999999 -0.0016099999999999997 -0.007794999999999999 0.084050000000000014 -0.043669999999999994 0.083715000000000026 0.083935000000000023 0.083235000000000017 0.084475000000000008 0.076280000000000014 0.086990000000000012 0.10866500000000003 -0.05332499999999999 0.078735000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 5 -2 10 8 -3 -6 16 -12 13 15 -15 25 17 -1 -19 21 -21 23 -23 -18 -5 27 -27 29 -29 -13
right_child=4 2 -4 24 9 -7 -8 -9 -10 -11 11 12 -14 14 -16 -17 19 18 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011641980960335144 0.0039376574507630907 0.0092810938134789463 0.0023206938965094469 0.0037214639477663788 0.0030685385100214799 0.002087710252420617 0.0068440453038506573 0.0046673490763088814 0.0054145184414530244 0.00021054274402558805 0.0064718520396854738 0.003263413582651599 0.0017490838486043251 0.0079268546252687644 0.0044116091173832658 0.0019485898378770799 0.0059061420413889093 0.0032900939369574188 0.0072999801427374089 0.0053601290289035063 -0.0001578816305845976 0.0052907872778762671 0.011443168354559351 0.0023049890001017887 0.00053287226372049194 0.0089690523887319233 0.0049911996010409306 0.008019997961078348 0.0040214294027960439 0.0052391729223722171
leaf_weight=34 156 20 86 71 34 132 84 261 54 67 60 148 23 37 29 25 581 20 38 677 20 28 22 26 20 21 241 22 22 62
leaf_count=34 156 20 86 71 34 132 84 261 54 67 60 148 23 37 29 25 581 20 38 677 20 28 22 26 20 21 241 22 22 62
internal_value=0 0.00512727 0.00423954 0.00462691 0.002592 0.00308976 0.00533201 0.00506324 0.00645954 0.00117264 0.00527255 0.0048731 0.00472084 0.00483344 0.00638228 0.00464449 0.00546316 0.00416069 0.00591726 0.00555165 0.00520179 0.00592282 0.00799783 0.00575189 0.00302067 0.00477511 0.00531004 0.00422333 0.00602071 0.00384673
internal_weight=0 2732 512 426 389 288 2220 335 74 101 2136 690 630 607 66 541 1446 92 58 1354 697 657 50 607 91 516 262 254 44 210
internal_count=3121 2732 512 426 389 288 2220 335 74 101 2136 690 630 607 66 541 1446 92 58 1354 697 657 50 607 91 516 262 254 44 210
is_linear=0
shrinkage=0.1


Tree=9288
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 159 457 2 1 14 2 1 0 49 12 2 150 4 49 4 1 43 0 52 475 4 2 0 14
split_gain=8.68595 0.988089 0.909823 0.799849 0.541784 0.293658 0.252483 0.21715 0.259351 0.213971 0.18755 0.137075 0.105808 0.102661 0.171255 0.119432 0.102389 0.118891 0.0982945 0.0953828 0.0890118 0.0865586 0.0817595 0.0708398 0.0667632 0.0616706 0.0573794 0.0557132 0.0551989 0.0516955
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.10045500000000002 0.12958500000000003 0.082585000000000006 0.080930000000000016 0.13501500000000002 0.077845000000000011 0.076175000000000007 -1.0000000180025095e-35 0.15964000000000003 -0.11173999999999999 0.082865000000000008 0.091325000000000003 0.14285500000000004 1.0000000180025095e-35 -0.52556499999999995 -0.012034999999999999 0.038415000000000012 0.083345000000000016 -0.013199999999999998 -0.080119999999999983 0.039215000000000007 -0.069854999999999987 0.033845000000000007 0.087995000000000004 -0.080499999999999988 -0.41076499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 29 16 8 20 -4 11 23 -7 14 21 18 17 22 -15 -2 25 -13 -5 -1 28 -6 -17 -23 -22 -3
right_child=1 5 9 6 7 12 -8 -9 -10 -11 -12 13 -14 15 -16 26 -18 -19 -20 -21 24 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053333311853017297 0.00037894258823464898 0.00033414427902782231 0.00053125216054315328 0.000310935318526445 0.00060820221137502844 0.00017642475963625248 0.00018524411814888666 0.00035499599294988343 0.00038119099427051114 0.00033303069111603089 0.00067412721437596777 0.00056010708664577563 4.5159452069334142e-05 0.00072332228834403819 0.00065080162009918219 0.00056356072090049203 0.00021728676067932497 0.00027889787921631223 0.00059098980240232535 0.00052834754414341943 0.00040155496995128144 0.00050680848015915785 0.00045394453963766828 0.00038457519502616396 0.00054921034504385553 0.00053786044870596282 0.00048534882359315307 0.00038946307256442159 0.00050328615719400101 0.00025071519612836316
leaf_weight=32 20 43 28 22 62 127 58 34 48 83 77 38 29 22 32 479 22 41 1131 92 37 28 51 20 49 211 39 35 46 85
leaf_count=32 20 43 28 22 62 127 58 34 48 83 77 38 29 22 32 479 22 41 1131 92 37 28 51 20 49 211 39 35 46 85
internal_value=0 0.000292428 0.000556616 0.000369732 0.000564578 0.000209136 0.000293562 0.000506128 0.000517471 0.000383033 0.000579304 0.00057537 0.000152023 0.000578231 0.000525801 0.000582404 0.000339756 0.000363391 0.000593515 0.000501668 0.000533622 0.000486197 0.000410846 0.000476119 0.000491818 0.000553836 0.000557672 0.000441617 0.000457936 0.000278742
internal_weight=0 590 2531 306 2420 284 194 487 453 111 1933 1856 156 1804 133 1671 136 114 1153 112 405 101 73 52 132 273 518 63 83 128
internal_count=3121 590 2531 306 2420 284 194 487 453 111 1933 1856 156 1804 133 1671 136 114 1153 112 405 101 73 52 132 273 518 63 83 128
is_linear=0
shrinkage=0.00196078


Tree=9289
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 2 159 2 4 1 2 2 150 2 47 1 3 1 16 4 1 1 52 0 15 3
split_gain=10.0134 1.61044 1.00069 0.884103 0.5212 0.477754 0.341322 0.266391 0.263664 0.255197 0.241402 0.178727 0.222074 0.17578 0.230737 0.142089 0.121874 0.0870198 0.0844656 0.0835437 0.0723094 0.0634824 0.0652683 0.0627764 0.0605822 0.0578348 0.0538007 0.0511083 0.0462633 0.0423099
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.10672500000000001 -1.0000000180025095e-35 0.14285500000000004 0.40945500000000007 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 1.0000000180025095e-35 0.088850000000000012 0.090100000000000013 0.076935000000000017 0.0068900000000000012 0.11669000000000002 -0.29154999999999992 -0.036839999999999991 0.16175000000000003 0.11588000000000001 0.40674500000000008 -0.030209999999999997 -0.14147499999999996 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 18 6 13 -5 16 25 -4 12 20 17 15 -15 19 26 21 27 -12 22 -3 -2 -13 -6 -1 -7 -23 -14
right_child=1 2 10 7 9 8 -8 -9 -10 -11 11 24 29 14 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057590374640059043 0.00057976130849006122 0.00032223475017451937 0.00032605252279246824 0.00049378193459433811 0.00053528291118495603 0.00050508615692489254 0.0006877398102998856 0.00027842155269005382 0.00033503407593713506 0.00026496884723504381 0.0001887086968795926 9.0033685317951595e-05 0.00017634892466865068 0.00037848445210123129 0.00032237810948156998 0.00053907692653718735 0.00038266074752398564 0.00054227282170579293 0.00034605075875811822 0.000564149605667652 0.00034196253653355648 0.00023227762160957723 0.00023153982128646663 0.00045776317882187227 -2.5844207131461558e-05 0.00042439129245614126 0.00047780522502254892 0.00042001637709296606 0.00010333294512284006 8.8093456603625473e-05
leaf_weight=935 50 43 26 34 40 286 76 63 39 28 20 82 31 23 23 268 30 527 33 92 29 23 105 24 22 33 22 30 20 64
leaf_count=935 50 43 26 34 40 286 76 63 39 28 20 82 31 23 23 268 30 527 33 92 29 23 105 24 22 33 22 30 20 64
internal_value=0 0.000267301 0.000233588 0.000537358 0.000307175 0.000544927 0.000559029 0.000353909 0.000489524 0.000424112 0.000146305 0.00012746 0.000172194 0.000553588 0.000511441 0.000526384 0.00050328 0.000562506 0.000254449 0.000512149 0.00027941 0.000238622 0.00025789 0.000540194 6.55211e-05 0.000485154 0.000573649 0.00049701 0.000172303 0.000116893
internal_weight=0 673 599 2448 325 2351 1874 97 477 101 274 248 144 1798 314 291 438 1484 224 408 49 191 148 74 104 73 957 316 43 95
internal_count=3121 673 599 2448 325 2351 1874 97 477 101 274 248 144 1798 314 291 438 1484 224 408 49 191 148 74 104 73 957 316 43 95
is_linear=0
shrinkage=0.00196078


Tree=9290
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 2 12 3 4 4 11 47 0 15 16 0 4 3 11 4 43 2 1 124 48 13
split_gain=6.14826 0.784624 0.682933 0.450814 0.395638 0.263679 0.258404 0.240536 0.210172 0.165835 0.149962 0.136357 0.123972 0.120402 0.10751 0.102531 0.0981061 0.0921363 0.0870474 0.082862 0.0689479 0.129939 0.0646598 0.0563601 0.055604 0.097005 0.0530653 0.0535552 0.0481979 0.0479828
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.12958500000000003 -0.16363499999999997 0.091325000000000003 0.40124500000000002 0.14838000000000004 0.13597000000000004 -0.11171999999999999 0.27834500000000006 0.033845000000000007 1.0000000180025095e-35 0.077555000000000013 -0.067094999999999988 0.040760000000000005 -0.040964999999999994 -0.13027499999999997 -0.064054999999999987 0.092670000000000016 0.080455000000000013 -0.15464999999999998 -0.081289999999999987 0.11177500000000001 0.10124500000000002 -0.072314999999999977 0.016865000000000002 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 11 9 -6 14 -5 12 13 -1 28 22 19 20 26 -16 -7 -4 -13 -22 23 -9 -2 -26 27 -8 -3 -14
right_child=1 5 7 8 6 18 16 10 -10 -11 -12 15 29 -15 17 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00033484416186658036 0.00020891133611661034 0.00034645789795938658 0.00038830754876721142 0.00047372352172141185 0.00050766775661409088 0.00023935992732796523 0.00031405339577521372 0.00040034465596121564 0.00028203832132942051 9.3365056107690554e-05 0.00035706035092345666 0.0005212958565592265 0.00014494618617442342 0.00043135251268916681 0.00051959803489660342 0.0005814741510627179 0.00020395489416329341 0.00064799164632690562 0.00040816565324229743 0.00051562916927987265 0.00046772248255804838 0.00030171583724538536 0.00055086760849769952 0.00049038179727083813 0.00038779779590058367 0.00026349048028856029 0.00029932890373105388 0.0004402790849256207 0.00021731659174239372 0.00023826794308826787
leaf_weight=27 41 25 20 91 31 23 24 28 29 82 39 56 87 151 42 34 27 44 24 1130 103 22 66 589 31 109 70 28 20 28
leaf_count=27 41 25 20 91 31 23 24 28 29 82 39 56 87 151 42 34 27 44 24 1130 103 22 66 589 31 109 70 28 20 28
internal_value=0 0.000264139 0.00048641 0.000334204 0.000414406 0.000191165 0.000344792 0.000500817 0.0004274 0.000165064 0.000475901 0.000466184 0.00020181 0.000481458 0.000518416 0.000482678 0.000310905 0.000585288 0.000325559 0.000513415 0.00046412 0.000438505 0.000492536 0.000486296 0.000272417 0.000291016 0.000334575 0.000382021 0.000289062 0.000167668
internal_weight=0 590 2531 301 422 289 180 2109 120 242 873 242 160 834 1236 215 149 86 47 1150 181 125 683 617 181 140 122 52 45 115
internal_count=3121 590 2531 301 422 289 180 2109 120 242 873 242 160 834 1236 215 149 86 47 1150 181 125 683 617 181 140 122 52 45 115
is_linear=0
shrinkage=0.00196078


Tree=9291
num_leaves=31
num_cat=0
split_feature=1 4 123 150 2 44 4 40 0 0 3 43 133 1 52 12 1 457 1 1 4 42 1213 1213 2 13 402 16 15 1429
split_gain=0.29531 0.0436753 0.0411444 0.0327619 0.027137 0.0259239 0.0311204 0.0263865 0.024669 0.0290946 0.0214817 0.0179599 0.0195531 0.0178953 0.0161032 0.0155065 0.039921 0.0461156 0.032836 0.0264363 0.0211592 0.0180789 0.0238037 0.0218871 0.018315 0.0182482 0.0161357 0.0175848 0.0311167 0.0265476
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.083095000000000016 0.25063000000000007 0.081805000000000017 0.36766000000000004 0.0046150000000000002 -0.040504999999999992 -0.13843999999999998 0.10893000000000001 -0.085594999999999991 -1.0000000180025095e-35 0.11910500000000002 -0.23375999999999997 0.087695000000000009 0.085760000000000017 0.080930000000000016 0.093400000000000025 0.089770000000000016 -0.51843499999999987 0.090690000000000007 0.10336000000000002 0.04198000000000001 0.080205000000000012 0.084330000000000016 0.2506000000000001 -1.0000000180025095e-35 -0.07490999999999999 0.084930000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 13 6 7 10 9 -2 15 -4 -13 -3 -10 16 20 18 19 -18 -1 22 24 -23 -22 -26 27 -17 -29 -30
right_child=1 4 11 -5 -6 -7 -8 -9 14 -11 -12 12 -14 -15 -16 26 17 -19 -20 -21 21 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0095673056997601768 0.0026478183929187558 0.0039917257859391009 0.0062029854693849175 0.0024638201334480064 -0.00085932362417224801 0.0089072765865629271 0.0034270074624286142 0.0027918326716408724 0.0047511257852117222 0.0061238781101982586 0.0036086599294764877 0.006076588854193688 0.0025421511761831227 0.0021248554230430916 0.00092103474004113161 0.0060422051208757245 0.0056880754527325432 0.0013620235739896696 0.0077870560981029152 0.0022549759203684518 0.0086136140100854016 0.0065495177886673601 0.0035051643831788431 0.010788591449991579 0.0064553392533521535 0.00358882445599074 0.0031239291875744643 0.0070727042605479564 0.0044685397847648084 0.0072533590838504153
leaf_weight=23 30 72 28 83 24 28 52 27 21 122 39 20 72 179 23 891 75 30 49 32 38 29 28 21 645 23 23 75 280 39
leaf_count=23 30 72 28 83 24 28 52 27 21 122 39 20 72 179 23 891 75 30 49 32 38 29 28 21 645 23 23 75 280 39
internal_value=0 0.00324753 0.0057933 0.00412904 0.0023532 0.00588195 0.00584694 0.0059001 0.00483421 0.00543781 0.00593596 0.00398542 0.00331051 0.00266037 0.00274903 0.00597541 0.00627335 0.00495264 0.00564315 0.00466135 0.00657775 0.00649004 0.00636471 0.00832993 0.00647812 0.00635664 0.00574922 0.00579621 0.00523991 0.004809
internal_weight=0 554 2567 279 275 2447 2419 2367 196 152 2340 120 92 251 44 2301 993 186 156 107 807 784 734 50 706 668 1308 1285 394 319
internal_count=3121 554 2567 279 275 2447 2419 2367 196 152 2340 120 92 251 44 2301 993 186 156 107 807 784 734 50 706 668 1308 1285 394 319
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=31
num_cat=0
split_feature=1 2 123 15 148 34 31 44 4 2 457 43 133 160 48 47 14 16 3 131 15 48 43 43 16 13 42 130 12 1451
split_gain=0.239201 0.0362732 0.033327 0.0288934 0.03207 0.0235876 0.0230923 0.0209983 0.0257635 0.0176043 0.0168981 0.0145475 0.015838 0.0139428 0.0134414 0.0253211 0.0174312 0.0149687 0.0130502 0.0128618 0.0244466 0.0398211 0.0128223 0.0126173 0.0126421 0.0119116 0.0114531 0.012479 0.0153899 0.0119943
threshold=0.10920500000000001 0.14285500000000004 1.0000000180025095e-35 -0.083359999999999976 -1.0000000180025095e-35 -0.038779999999999995 -0.081689999999999985 0.081805000000000017 0.042705000000000007 0.13913500000000004 0.26807500000000006 -0.085594999999999991 -1.0000000180025095e-35 -0.072884999999999991 0.12118000000000002 0.085770000000000027 -0.46413499999999996 -0.088704999999999992 -0.14186499999999996 0.086835000000000009 -0.41942499999999994 0.085790000000000019 -0.078139999999999973 -0.080324999999999994 -0.0094449999999999968 0.0027400000000000007 -0.12099999999999998 0.097765000000000005 0.085785000000000014 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 -5 6 -2 8 9 10 26 -4 -13 -6 15 16 -7 25 -10 20 -3 -22 -15 24 -14 -18 27 28 -1 -28
right_child=1 19 11 4 13 14 -8 -9 18 -11 -12 12 23 22 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.007701560833180944 0.0026694192399230343 0.0032468600941215164 0.0055826868845282925 0.0013941879296908155 0.0028383920002462613 0.0048891526527768299 -0.0019766836613416671 0.0080165489489445463 0.0024797220669764406 0.0024451527249766515 0.002842573653906584 0.0054689299874007705 0.0046937539036242433 0.0039741990077210238 0.00064988620579242706 0.006081657031358316 0.0036446962408566231 0.00028827800505778529 0.0046595414163132847 0.0035518290960074718 -0.002829113310047736 0.0019179275036020596 0.0060368670336347786 0.00029225965465477864 0.0015110034010528276 0.00082671027455944563 0.005375366807165982 0.0086002298207445583 0.0048366125850006943 0.0076250305898914426
leaf_weight=30 23 33 28 32 28 32 20 28 30 20 25 20 26 47 20 29 60 29 325 24 30 43 84 22 24 20 1893 22 50 24
leaf_count=30 23 33 28 32 28 32 20 28 30 20 25 20 26 47 20 29 60 29 325 24 30 43 84 22 24 20 1893 22 50 24
internal_value=0 0.00292278 0.00521397 0.00337083 0.00428258 0.00262342 0.000508441 0.00529376 0.00526224 0.00539759 0.00542648 0.00358688 0.00297946 0.00486389 0.00310208 0.00339057 0.00283708 0.00223464 0.00447533 0.00146144 0.00098815 -3.29112e-05 0.00529683 0.00228794 0.00316603 0.0029402 0.00545847 0.00649101 0.00591097 0.00540353
internal_weight=0 554 2567 424 191 233 43 2447 2419 2064 2044 120 92 159 190 170 141 109 355 130 106 73 131 72 50 80 2019 102 80 1917
internal_count=3121 554 2567 424 191 233 43 2447 2419 2064 2044 120 92 159 190 170 141 109 355 130 106 73 131 72 50 80 2019 102 80 1917
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=31
num_cat=0
split_feature=1 3 4 2 0 4 14 2 15 2 403 48 48 47 11 39 16 14 0 2 15 15 16 96 1 0 0 42 3 42
split_gain=0.196389 0.0515248 0.0281928 0.0267599 0.0246949 0.0215198 0.0181737 0.0195507 0.0177295 0.0174899 0.0150802 0.0145192 0.0186454 0.0185693 0.0156661 0.0157295 0.014193 0.0140681 0.0280582 0.0177693 0.0256015 0.0231503 0.0182233 0.0151473 0.0172619 0.0128589 0.0365756 0.0148603 0.0485493 0.0187436
threshold=0.10124500000000002 -0.053259999999999995 -0.036839999999999991 0.10276500000000001 0.089620000000000019 -0.17966999999999997 0.062655000000000016 -0.090999999999999984 -0.41942499999999994 0.092365000000000017 -0.53255499999999989 0.10168500000000001 0.10697000000000002 0.081320000000000017 0.080150000000000013 -0.04725999999999999 -0.50992999999999988 -0.23083499999999998 -0.11756999999999999 0.13622000000000004 0.013270000000000002 -0.079929999999999987 -1.0000000180025095e-35 0.086715000000000014 0.10389500000000002 -0.11173999999999999 -0.14226499999999997 0.084050000000000014 -0.10115999999999999 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 -1 -5 25 -11 13 -13 14 15 -12 -10 18 -7 20 22 -21 23 24 -19 26 -9 29 -29 -27
right_child=1 4 3 8 -6 17 -8 9 16 10 11 12 -14 -15 -16 -17 -18 19 -20 21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0018258141485326318 0.0054781389665731692 0.0048985754961476608 0.0042894805806418324 0.0036883918783132685 -0.00095230216922407803 0.00643139417566683 0.0061833219117422202 0.0050358898581897606 0.0022706172904387741 0.0017779739256101577 0.001943687048002506 0.00063817806922915311 0.0042468956836340275 0.0071441417189176994 0.0020128652118146422 0.0046681747515018891 -0.0012891988968476654 8.5614487232471055e-05 0.0022935569820682553 0.0017229213331861851 0.0057711872485621523 -0.002030000158331611 -0.00017578375011604902 -0.0001657107926439494 0.0030595230896192783 0.0052215959332719587 0.00071177215970776703 0.00019923108427420908 0.0048666247036333998 0.0072352965837344536
leaf_weight=23 90 34 117 32 22 23 89 71 24 22 22 22 41 27 25 576 21 22 57 65 21 22 30 20 173 612 27 23 718 50
leaf_count=23 90 34 117 32 22 23 89 71 24 22 22 22 41 27 25 576 21 22 57 65 21 22 30 20 173 612 27 23 718 50
internal_value=0 0.00294402 0.00401532 0.0033367 0.00232183 0.00247607 0.00478169 0.00472646 0.00188896 0.0047563 0.00435663 0.00443619 0.00298671 0.00457668 0.00446541 0.00456794 0.00060937 0.00228585 0.00348319 0.0020145 0.00242026 0.000773907 0.00213303 0.00245519 0.00272401 0.00495201 0.00384455 0.00502937 0.00472175 0.00537369
internal_weight=0 773 284 194 489 467 2348 2259 77 2236 735 713 63 650 623 598 45 433 80 353 266 87 245 215 195 1501 98 1403 741 662
internal_count=3121 773 284 194 489 467 2348 2259 77 2236 735 713 63 650 623 598 45 433 80 353 266 87 245 215 195 1501 98 1403 741 662
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 4 11 2 1 2 2 13 2 11 3 4 1 43 130 13 160 1 12 15 41 4 0 16
split_gain=8.48493 1.37586 0.823206 0.622656 0.605441 0.444712 0.349044 0.344289 0.254986 0.269657 0.236138 0.139238 0.117385 0.106734 0.105048 0.104571 0.102092 0.106456 0.0931711 0.0834246 0.0778432 0.102232 0.109446 0.0762888 0.070393 0.0558578 0.07539 0.055252 0.0541474 0.0520464
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 0.088105000000000003 -0.029094999999999999 0.36766000000000004 0.13247500000000004 0.40473500000000007 1.0000000180025095e-35 0.089885000000000007 0.092845000000000025 0.17025000000000004 0.094835000000000017 -0.004174999999999999 0.14122000000000004 0.078340000000000007 -0.11171999999999999 -0.0073899999999999999 0.086920000000000011 -0.016814999999999997 -0.076894999999999977 -0.0034749999999999994 -0.061914999999999991 0.086920000000000011 0.092655000000000015 0.040760000000000005 0.076195000000000013 -0.036839999999999991 -0.097024999999999986 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 27 3 14 10 6 8 -5 9 23 12 13 -1 -4 20 -10 19 -18 24 -11 -3 -22 -23 -6 -19 26 -17 -2 -25 -30
right_child=1 2 11 7 5 -7 -8 -9 15 16 -12 -13 -14 -15 -16 25 17 18 -20 -21 21 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.00061842064250584069 0.00060764673323023552 0.00018954575347625996 0.00017155719387266992 0.00052371512673409762 0.00060206926247730215 0.00031966326299013193 0.00039828255039803229 0.00030035779953317584 0.00076366056414211496 0.00054698258346202327 0.00035762180326881678 8.7244426322571355e-05 0.0004609497449098107 0.00029478505761360268 0.00017809240350112138 0.00063980880517308799 0.00057281016902249119 0.00056798169437127235 0.00040975639669626362 0.00039241988113637385 0.00027602741629435839 0.00048318436068424435 0.00032371024995884925 0.0004991424126767767 0.00050534855430764132 0.00069616554382937758 0.00049988882798774562 0.00049319323882752769 0.0006262480471264664 0.00056559342803273412
leaf_weight=28 50 23 88 83 927 26 41 39 30 25 66 50 52 39 31 57 414 130 25 29 147 21 78 38 147 37 20 24 67 289
leaf_count=28 50 23 88 83 927 26 41 39 30 25 66 50 52 39 31 57 414 130 25 29 147 21 78 38 147 37 20 24 67 289
internal_value=0 0.000318291 0.00028713 0.000334206 0.000566883 0.000574649 0.000577562 0.000452314 0.000580851 0.000575355 0.00044444 0.000174892 0.000516065 0.000209399 0.000286176 0.000660658 0.00054619 0.00055239 0.000524397 0.000463977 0.000298631 0.00030883 0.000357538 0.000592355 0.000534743 0.000633553 0.000603466 0.000570527 0.000569499 0.000577009
internal_weight=0 673 599 422 2448 2302 2276 122 2235 2091 146 177 80 127 300 144 770 716 302 54 269 246 99 1321 277 114 77 74 394 356
internal_count=3121 673 599 422 2448 2302 2276 122 2235 2091 146 177 80 127 300 144 770 716 302 54 269 246 99 1321 277 114 77 74 394 356
is_linear=0
shrinkage=0.00196078


Tree=9295
num_leaves=31
num_cat=0
split_feature=1 2 0 30 3 11 11 2 39 4 2 12 1443 401 4 4 4 52 4 15 3 160 0 1212 49 151 13 12 49 1209
split_gain=0.196523 0.0455108 0.0308608 0.0274616 0.0267239 0.02367 0.0263592 0.0258183 0.0213326 0.0185705 0.0160238 0.0151342 0.0146079 0.0177766 0.0200669 0.0361609 0.0155092 0.0369299 0.0276576 0.0251729 0.0252849 0.0319009 0.0177502 0.0184283 0.0142893 0.0242094 0.0141096 0.0141579 0.0162713 0.0137038
threshold=0.11690500000000002 0.10045500000000002 -0.13843999999999998 0.086065000000000016 0.30112000000000005 0.080455000000000013 0.085155000000000022 -0.090999999999999984 0.088025000000000006 0.42642000000000008 0.15361500000000003 -0.42850999999999995 0.090755000000000016 0.080710000000000018 -0.17966999999999997 -0.14098499999999997 -0.082769999999999982 0.10347000000000002 -0.082349999999999993 0.084735000000000019 -0.086049999999999988 -0.0060599999999999994 -0.079459999999999989 0.09198000000000002 -0.088694999999999982 0.015440000000000001 -0.14179999999999995 0.095565000000000011 0.12497000000000001 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 8 7 -7 -1 -2 24 26 -6 13 14 -9 -16 17 19 -18 -17 21 -21 23 -23 -3 -26 -4 -28 -29 -20
right_child=4 2 10 -5 11 6 -8 12 -10 -11 -12 -13 -14 -15 15 16 18 -19 29 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0021347838167760833 0.0034590720994180091 0.0047398184519261127 0.002190275498079635 0.0016978074376571126 0.0024952993317342857 0.0090403487897544581 0.0050188122341075008 0.006246876578810517 0.0017317685094453876 0.0055141198297496887 0.0015443895899114155 -9.5077414315805511e-05 0.0022752694261725993 0.0057192777608057769 0.00090557494061067705 0.006326894221295204 0.0011476417507409401 0.0095262839351198652 0.0026039967808173972 0.0084569612771949985 0.0018809425395871092 0.0027351306548071617 0.0061776365613025672 0.0057833389179514985 0.0024759496810554428 -0.0013260408682981507 0.0051228568158867439 0.0042671895298604162 0.0015730546936392786 0.0047002360077947995
leaf_weight=36 156 20 28 28 34 28 39 86 132 20 21 67 22 217 25 105 23 20 32 22 33 68 38 28 103 20 202 217 25 1226
leaf_count=36 156 20 28 28 34 28 39 86 132 20 21 67 22 217 25 105 23 20 32 22 33 68 38 28 103 20 202 217 25 1226
internal_value=0 0.00457891 0.00385284 0.00480834 0.00217655 0.00485087 0.00669945 0.00478835 0.00266739 0.00266 0.00424723 0.000776931 0.00483746 0.00486678 0.00475834 0.00467932 0.00473847 0.0053683 0.00458409 0.00508544 0.00439575 0.00492773 0.0043483 0.00362419 0.00226083 0.00185774 0.00436748 0.00450478 0.00398887 0.00464691
internal_weight=0 2732 656 2076 389 2048 67 1981 288 163 493 101 1945 1923 1706 1620 1595 314 1281 294 189 156 134 96 143 123 472 444 242 1258
internal_count=3121 2732 656 2076 389 2048 67 1981 288 163 493 101 1945 1923 1706 1620 1595 314 1281 294 189 156 134 96 143 123 472 444 242 1258
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 14 1 2 4 49 1 1 1 1 12 1 47 50 4 1 2 14 15 2 12 4
split_gain=14.6666 2.37436 1.27945 1.20759 0.738156 0.731543 0.704367 0.502189 0.472725 0.419311 0.394954 0.290271 0.252132 0.240067 0.168027 0.156013 0.137187 0.131125 0.125415 0.121679 0.0878446 0.0871285 0.0808089 0.113265 0.0799589 0.0757072 0.0632995 0.0581961 0.0574103 0.0539249
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.40124500000000002 0.14530500000000005 0.14122000000000004 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.091265000000000013 -0.15464999999999998 -0.054984999999999992 0.16175000000000003 0.090475000000000014 0.12408500000000001 0.12000500000000001 0.085885000000000017 0.13075500000000004 0.10350500000000001 0.041865000000000006 -0.0096849999999999974 0.089770000000000016 1.0000000180025095e-35 0.096015000000000017 -0.090344999999999995 0.11411 0.090285000000000018 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 7 9 17 24 11 -4 15 -10 -2 21 -1 -14 -3 -17 27 -15 26 -13 28 -9 -11 -7 -5 29 -24
right_child=1 5 10 19 -6 14 -8 8 12 25 -12 22 16 20 -16 18 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065686711464172146 0.00038030652975614316 0.00023902511717203786 0.00056870145188277145 0.00039852882285857174 0.00029305103486951657 0.0001102719458600485 0.00037705490449358836 0.00052831085922281718 0.00046189815463388667 0.00080818979782676511 0.00030647345858869841 0.00061713759334576805 0.00026390532071099562 0.00064627154571360432 -9.3940573194030284e-05 0.00049950508564187762 0.00014149804419172007 8.2683143445550164e-05 0.00062161579484419085 0.00015011509048015951 0.00053999295151138443 0.00020819869201212007 0.00069374975230958725 0.00044654992784166501 0.00037646814184019863 0.00067819156311148027 -2.6009653263506204e-05 0.00027049920943557706 0.00056615732575070372 0.0005951979355990223
leaf_weight=1189 23 30 34 21 25 38 41 30 20 61 63 441 125 67 21 38 49 66 217 24 54 22 30 24 24 24 20 39 187 74
leaf_count=1189 23 30 34 21 25 38 41 30 20 61 63 441 125 67 21 38 49 66 217 24 54 22 30 24 24 24 20 39 187 74
internal_value=0 0.000292241 0.000619075 0.000454948 0.00062818 0.000208876 0.000631782 0.000251953 0.000298565 0.000636353 0.000398388 0.000631132 0.0002534 0.000563937 6.2156e-05 0.000647429 0.000229434 0.00013154 0.000603419 0.000268111 0.000598841 0.000103131 0.000600005 0.000576018 0.000460825 0.000771484 6.32783e-05 0.00031531 0.000586696 0.000623626
internal_weight=0 673 2448 228 2351 445 2326 344 248 2285 97 2200 194 144 101 1444 174 96 255 84 121 80 756 315 54 85 58 60 291 104
internal_count=3121 673 2448 228 2351 445 2326 344 248 2285 97 2200 194 144 101 1444 174 96 255 84 121 80 756 315 54 85 58 60 291 104
is_linear=0
shrinkage=0.00196078


Tree=9297
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 12 159 4 3 41 0 47 1 12 12 2 49 4 3 48 47 0 0 1 147 16 11 4
split_gain=3.37736 0.457432 0.368628 0.303751 0.221577 0.164773 0.148563 0.143889 0.115544 0.0936343 0.0817212 0.0697672 0.0671637 0.0551463 0.053836 0.052865 0.0503062 0.0498085 0.0489696 0.0484773 0.0909672 0.0454304 0.0440498 0.0847246 0.0430051 0.0604711 0.0331888 0.0327074 0.0375242 0.0486641
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.092390000000000014 0.13075500000000004 -0.16363499999999997 0.091545000000000015 0.082585000000000006 0.00063500000000000004 -0.11171999999999999 0.075585000000000013 -0.067094999999999988 0.077555000000000013 0.15964000000000003 0.12757000000000002 0.085250000000000006 0.10402500000000002 -0.012034999999999999 -0.046564999999999988 0.092670000000000016 0.085325000000000012 0.078345000000000012 -0.061629999999999997 -0.11173999999999999 0.07635500000000002 0.088610000000000008 -0.073404999999999984 0.080705000000000013 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 10 26 -6 11 22 15 -1 24 17 19 -7 27 -13 21 -2 -12 -21 -8 -5 -24 25 -4 -3 -9 29 -29
right_child=1 5 7 8 6 14 12 9 -10 -11 13 16 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00023933554905414763 0.00023683555105783263 0.00019793203274206796 0.00036981621222768532 0.00019248730251662251 0.00037662232027240074 0.00010792122905258458 0.00034199803412726318 0.00038218890257413755 0.00012325054790463834 0.00031111008541664611 0.00038873491716836253 0.00049558347373297718 0.00014103704793456972 0.00043080751692839696 1.393250221049034e-05 0.00027952843830507813 0.0003873158966767172 0.00020566256220750753 0.00034388710616850386 0.0003455659188415773 0.00020577906495634194 0.00024006877660605254 0.00032274665422419197 0.00018280156225468548 0.00037861318323072852 0.00023661417521390261 0.00011298801313197009 0.00025447099129279239 0.00039726794108419731 0.00034999045607740436
leaf_weight=26 20 112 38 68 31 122 29 211 58 216 58 33 28 32 29 31 33 60 92 96 22 40 39 29 1144 20 21 22 59 302
leaf_count=26 20 112 38 68 31 122 29 211 58 216 58 33 28 32 29 31 33 60 92 96 22 40 39 29 1144 20 21 22 59 302
internal_value=0 0.000190868 0.000355605 0.000243465 0.000302705 0.000134196 0.000252579 0.000366191 0.000196526 0.000346304 0.000342977 0.00037938 0.000228086 0.000355932 8.98704e-05 0.000358466 0.00044145 0.00024698 0.000324771 0.000342319 0.000319504 0.000282909 0.000227776 0.000263064 0.000375972 0.000323884 0.00018452 0.000362586 0.000351787 0.000343505
internal_weight=0 590 2531 306 422 284 188 2109 194 841 234 1268 157 208 151 625 66 129 112 176 118 69 136 68 1202 58 133 594 383 324
internal_count=3121 590 2531 306 422 284 188 2109 194 841 234 1268 157 208 151 625 66 129 112 176 118 69 136 68 1202 58 133 594 383 324
is_linear=0
shrinkage=0.00196078


Tree=9298
num_leaves=31
num_cat=0
split_feature=1 4 1 4 15 0 2 1 150 2 0 0 43 14 151 15 4 0 12 52 2 1 52 483 475 52 160 484 43 0
split_gain=0.231283 0.0415142 0.0310182 0.0310333 0.0304312 0.0411906 0.0337869 0.0242997 0.023763 0.0207943 0.0200549 0.0249794 0.0185092 0.0162726 0.0149421 0.0148656 0.0147389 0.0247517 0.0144939 0.0138673 0.0136936 0.0284649 0.0193239 0.0201453 0.0270069 0.0299901 0.0302812 0.0315283 0.0242283 0.0188066
threshold=0.10920500000000001 0.27287000000000006 0.091345000000000023 -0.17966999999999997 0.091650000000000023 -0.071924999999999989 0.09358000000000001 0.15964000000000003 0.083095000000000016 0.14285500000000004 -0.040504999999999992 -0.13843999999999998 -0.077319999999999986 0.062655000000000016 0.050660000000000004 -0.21699999999999997 -0.050494999999999991 -0.077999999999999986 0.093965000000000007 -0.23375999999999997 0.088930000000000023 0.088975000000000012 0.40674500000000008 -0.095084999999999989 -0.017689999999999994 -0.090114999999999987 -0.081969999999999987 0.085740000000000011 -0.085474999999999982 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 9 -4 5 6 -5 14 10 13 11 -2 -7 20 -3 -8 17 -6 -13 -12 22 -22 23 -1 25 -25 27 -27 -29 -26
right_child=1 7 3 4 16 12 15 -9 -10 -11 19 18 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=0.0079518862823345551 0.0020440695830620825 0.0018315936262882004 0.0058608879903229057 0.0049738243388410125 0.0021454453576977054 0.0022449306212365626 0.0050147873151304562 -0.00098471474544755354 0.0020662389520320098 0.0027652948496278188 0.0040628259691099329 0.0064880570204911272 -0.0015527981932141953 0.0064852053931925766 0.0045627002900635654 0.0020775518609298161 0.0072303366504806593 0.0055506460437853193 0.0042936305020703008 0.00050856894104863001 0.0048365522015702787 0.001020944081246853 0.0025932525777114697 0.0012670807863375353 0.0054019581266160008 0.0056041432057761338 0.0073319958833356694 0.0041861307213548566 -0.00073609265033155688 0.0078377683929195911
leaf_weight=29 30 224 91 124 30 33 21 29 83 39 21 54 21 81 22 96 26 74 68 23 872 20 26 31 803 44 33 20 20 33
leaf_count=29 30 224 91 124 30 33 21 29 83 39 21 54 21 81 22 96 26 74 68 23 872 20 26 31 803 44 33 20 20 33
internal_value=0 0.00262501 0.00487796 0.00418493 0.00382608 0.00326435 0.00382369 0.00175309 0.00348444 0.00505232 0.004085 0.00462924 0.000768036 0.00509665 0.00207584 0.00260475 0.00510077 0.00456838 0.00526493 0.00220492 0.0050384 0.004751 0.00528515 0.00535424 0.00527768 0.00403256 0.00476529 0.00375694 0.00172502 0.00549811
internal_weight=0 554 2567 516 425 295 241 275 279 2051 196 152 54 2012 246 117 130 104 122 44 1931 892 1039 1013 984 148 117 84 40 836
internal_count=3121 554 2567 516 425 295 241 275 279 2051 196 152 54 2012 246 117 130 104 122 44 1931 892 1039 1013 984 148 117 84 40 836
is_linear=0
shrinkage=0.1


Tree=9299
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 2 4 1 2 14 1 1 2 2 150 159 2 2 475 49 48 12 1 50 3 4 13 4 481
split_gain=10.7815 1.73448 1.14949 0.823715 0.580288 0.476541 0.381844 0.324734 0.299594 0.288109 0.282576 0.187608 0.159515 0.171879 0.122419 0.100922 0.146226 0.165542 0.0931172 0.0824877 0.081811 0.0707127 0.101715 0.0696525 0.067083 0.0637824 0.0612386 0.0596882 0.0591652 0.0523893
threshold=0.104035 0.12408500000000001 0.085055000000000006 1.0000000180025095e-35 0.098630000000000009 0.40945500000000007 0.14285500000000004 0.40124500000000002 0.09253500000000002 0.14285500000000004 0.062655000000000016 0.16175000000000003 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.083555000000000004 0.076905000000000015 0.11474000000000002 0.089525000000000007 -0.066784999999999983 -1.0000000180025095e-35 0.082620000000000013 0.090545000000000014 0.11146500000000002 0.086295000000000011 -0.0069549999999999994 0.00063500000000000004 -1.0000000180025095e-35 -0.013125 -0.00058999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 10 6 20 28 -5 19 12 27 18 14 -14 16 17 25 -1 -6 -3 -21 -23 -17 -8 -2 29 -7 -4 -20
right_child=1 5 7 8 9 11 24 -9 -10 -11 -12 -13 13 -15 -16 23 -18 -19 26 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067249823954694554 0.00042768671524290943 0.00032514768294697883 0.00064794307877667442 0.00060431675463399259 0.00066325477281816651 0.00017918857154703566 0.00013338206022852608 0.00039876376672619198 0.00037462056097456285 0.00041979137033621171 0.00077560659847822962 1.6077289321258956e-05 0.0004820288904185166 0.00044999187836028122 0.00063753427091019883 0.00035681276195519818 0.00030767366502705324 0.00033829218762762407 0.00071813862526718926 0.00059807300357869622 0.00046122162098073975 0.0004252966157057219 0.00058276291114086796 0.00024890956956772519 0.00028206552488400656 0.00056957825061193263 0.00060107815963023102 0.00027805325100381002 0.0005638915807070255 0.00064347105199746
leaf_weight=1018 21 25 74 34 60 108 28 35 61 39 76 25 21 23 266 46 56 38 41 296 53 24 46 46 20 29 121 30 57 304
leaf_count=1018 21 25 74 34 60 108 28 35 61 39 76 25 21 23 266 46 56 38 41 296 53 24 46 46 20 29 121 30 57 304
internal_value=0 0.000358233 0.000441526 0.000635804 0.000643086 0.000242371 0.000332932 0.000566544 0.000456828 0.000581099 0.0006585 0.000172367 0.000653539 0.000613086 0.000626156 0.00035359 0.000386 0.000435844 0.00066199 0.000595866 0.000417608 0.000584819 0.000528774 0.000302861 0.000195334 0.000509984 0.000639033 0.000200681 0.000611371 0.000652345
internal_weight=0 691 402 2430 2335 289 126 166 95 465 1870 163 1794 310 287 236 144 88 1484 426 78 366 70 92 48 50 466 138 131 345
internal_count=3121 691 402 2430 2335 289 126 166 95 465 1870 163 1794 310 287 236 144 88 1484 426 78 366 70 92 48 50 466 138 131 345
is_linear=0
shrinkage=0.00196078


Tree=9300
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 44 4 40 3 13 3 401 12 1 12 11 15 41 14 13 3 1 42 1208 1213 0 51 52 376
split_gain=0.232279 0.0396463 0.0305587 0.023677 0.0238071 0.0234527 0.0206213 0.0253036 0.0221847 0.0189722 0.0140949 0.0221334 0.0192831 0.0148917 0.0199596 0.0140789 0.0139738 0.0215961 0.0480412 0.0426084 0.0190555 0.020769 0.0648679 0.0161535 0.0164673 0.0186209 0.0188589 0.0158957 0.013857 0.0124004
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 -0.053259999999999995 0.10528000000000001 0.25063000000000007 1.0000000180025095e-35 0.36766000000000004 0.0046150000000000002 0.10893000000000001 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.10022999999999999 0.13501500000000002 0.093965000000000007 1.0000000180025095e-35 0.040760000000000005 0.07677500000000001 0.078235000000000013 -0.117405 -0.12018999999999998 0.080270000000000022 0.11457500000000002 0.099975000000000008 -0.0043299999999999996 -0.071719999999999992 -0.047599999999999996 -0.087769999999999987 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 29 10 7 8 9 16 11 -3 13 -13 -15 -2 20 18 27 -19 -1 22 -22 -23 25 -25 -27 -18 -4 -5
right_child=1 5 28 4 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 19 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0024170890980368034 0.0065934471600620007 0.0046590183075750245 0.0051316440086661566 0.0026847327010659111 0.0055772319585084915 -0.0012274609177135669 0.0075080807068462173 0.0027303789961689081 0.0021103900098414334 0.0028062409172073394 -7.0204122208191884e-05 0.004177345220159623 -0.0010486251162365079 0.0027699094490721689 0.00030756781787865544 0.0039525672026275065 0.0049915899159414237 0.011063326917411317 0.00078078184188121842 0.0054762965772683046 0.0052296395399607717 0.0051366189217788155 -0.0015088699018815533 0.0054209118557628248 0.0059102691728873434 0.0005596673806264464 0.003757743164896965 0.0078811340397805917 0.0026766533315740262 0.00034576239751394109
leaf_weight=29 27 34 31 119 25 24 31 52 27 39 28 32 20 82 55 80 47 21 21 39 50 1885 20 35 37 28 54 32 89 28
leaf_count=29 27 34 31 119 25 24 31 52 27 39 28 32 20 82 55 80 47 21 21 39 50 1885 20 35 37 28 54 32 89 28
internal_value=0 0.00261111 0.00486891 0.00345098 0.00272439 0.00175903 0.00494531 0.00491243 0.00496043 0.00499336 0.00204459 0.00231013 0.00188757 0.00223505 0.00178138 0.00461896 0.00503047 0.00593189 0.00503197 0.00743176 0.00496302 0.00499802 0.00330435 0.00505617 0.00407143 0.00348992 0.00266572 0.00616204 0.00331086 0.00223921
internal_weight=0 554 2567 279 172 275 2447 2416 2364 2337 251 223 189 169 137 107 2298 160 100 60 2138 2109 70 2039 154 117 82 79 120 147
internal_count=3121 554 2567 279 172 275 2447 2416 2364 2337 251 223 189 169 137 107 2298 160 100 60 2138 2109 70 2039 154 117 82 79 120 147
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=31
num_cat=0
split_feature=1 1 457 2 43 9 14 4 0 3 2 0 12 4 157 475 12 15 43 42 10 10 34 2 157 156 0 3 0 12
split_gain=0.189464 0.0473885 0.0350839 0.0325855 0.0237809 0.0199417 0.0180881 0.018554 0.0181843 0.0206531 0.019297 0.018306 0.0205564 0.0198904 0.0209329 0.0225697 0.0191478 0.0190743 0.0172604 0.019862 0.0164108 0.023156 0.0215299 0.0164774 0.0163139 0.0154478 0.015218 0.0151943 0.0138371 0.0183973
threshold=0.10124500000000002 0.12337000000000002 0.079590000000000008 0.10672500000000001 -0.070064999999999975 -1.0000000180025095e-35 0.062655000000000016 0.033845000000000007 -0.11173999999999999 -0.0037349999999999996 0.090050000000000005 -0.07929499999999999 -0.085119999999999987 -0.49013999999999996 -0.077664999999999998 -0.069854999999999987 0.092465000000000006 0.084735000000000019 -0.095049999999999982 0.09858500000000002 -0.005834999999999999 -0.38124499999999995 -0.038779999999999995 0.13404500000000005 -0.23976499999999998 0.013700000000000002 -0.079829999999999998 0.092670000000000016 -0.23091999999999999 -0.089199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 7 8 9 -1 -11 24 -13 16 -15 -16 27 18 -17 -20 21 -3 -22 -24 -10 -9 -26 -14 -4 -30
right_child=1 20 28 4 -6 -7 -8 25 11 10 -12 12 13 14 15 17 -18 -19 19 -21 22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0003966583504474589 0.001944303421113056 0.002120308441739968 0.0034897241744190639 0.00096636928025294446 0.0034131617127631554 0.0049080770079036086 0.0058667033977011611 0.0039252794807268674 0.0024040182621252759 0.0027177186296533117 0.0061968672648072248 0.0011716341091827915 0.0073831317422445863 0.0016730716588374758 0.0066149001902279757 0.0050138443798547795 0.0027865438628941774 0.0044048001578001197 0.0014322369205183351 0.0047158689871430398 -0.00098033968325970423 -0.0015982312277298084 0.0034164759652577977 0.001608489694614437 0.0048274834552513302 0.0014678527717478574 0.0069749281142482203 0.0046200953273321781 0.0027994465565175882 -0.00096506880521808527
leaf_weight=21 26 34 21 55 143 179 89 296 27 44 25 22 48 35 36 31 20 341 70 25 21 33 88 118 1122 28 34 34 21 34
leaf_count=21 26 34 21 55 143 179 89 296 27 44 25 22 48 35 36 31 20 341 70 25 21 33 88 118 1122 28 34 34 21 34
internal_value=0 0.00266339 0.00327681 0.00364846 0.0027335 0.00453218 0.00446837 0.00441328 0.00453055 0.00314257 0.00397828 0.00459826 0.00417718 0.0042805 0.00403776 0.0042023 0.00556083 0.00401632 0.00296494 0.00229635 0.00166399 0.000288789 0.00206989 0.00238083 0.00483389 0.00371291 0.00489064 0.00623748 0.00130606 0.000472292
internal_weight=0 773 479 403 198 205 2348 2259 1935 90 69 1845 662 640 538 503 102 467 126 95 294 67 227 206 1183 324 1156 82 76 55
internal_count=3121 773 479 403 198 205 2348 2259 1935 90 69 1845 662 640 538 503 102 467 126 95 294 67 227 206 1183 324 1156 82 76 55
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 14 1 2 4 3 3 2 2 1 52 1 2 52 131 47 52 12 4 43 3 4 2 475
split_gain=4.9335 0.764276 0.520761 0.446857 0.275673 0.27292 0.206196 0.149559 0.142436 0.130661 0.130193 0.128496 0.143651 0.0660223 0.112656 0.0598028 0.0576027 0.0768413 0.118792 0.0517723 0.0429138 0.0398889 0.0396427 0.0394973 0.0421279 0.0375271 0.0354401 0.0353236 0.0352083 0.0342149
threshold=0.10538500000000002 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.40124500000000002 0.062655000000000016 0.09253500000000002 0.090050000000000005 0.40473500000000007 0.30112000000000005 0.12745000000000004 0.13501500000000002 -1.0000000180025095e-35 0.091450000000000017 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.056145000000000007 0.091440000000000007 0.090100000000000013 -0.16675999999999999 0.090285000000000018 -0.0092149999999999992 -0.08595499999999999 -0.026224999999999995 -0.0070899999999999991 0.10644500000000001 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 5 4 6 21 7 9 -5 15 27 12 13 14 -4 29 -11 23 -19 -13 -2 25 -9 -18 -25 -3 -15 -7 -20 -1
right_child=1 2 11 8 -6 10 -8 22 -10 16 -12 19 -14 26 -16 -17 17 18 28 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00041190835462063971 0.00047221551642248892 0.00015822840429356564 0.00014715291956833126 0.00041568602095309735 0.00030025208142153871 0.00047985753940155747 0.00027675675853333951 0.00045672743745586453 0.00025906118928127522 0.00049762910030280434 0.00025831045862895994 7.3771318490720066e-05 0.00030509093406185244 0.00015580347108679497 0.00029557049364457806 0.00043082118400456914 0.0004533727641573901 0.0002405176382689249 0.00037092021434690075 0.00017299516820440104 0.00036534002306414583 0.00030634209881102265 0.00055655465361579334 0.00043630893197968141 0.00039931859642313361 0.00024280251959843863 5.8757665766385611e-05 0.00038402855600796495 0.00048034855986342712 0.00046893412644719045
leaf_weight=42 52 23 51 34 48 21 26 20 65 46 30 62 37 39 32 210 230 21 26 30 20 33 65 314 190 164 23 50 20 1097
leaf_count=42 52 23 51 34 48 21 26 20 65 46 30 62 37 39 32 210 230 21 26 30 20 33 65 314 190 164 23 50 20 1097
internal_value=0 0.000251725 0.000228637 0.000441901 0.000447326 0.00028223 0.000450386 0.000452365 0.000312852 0.000449241 0.000366611 0.00016585 0.000196039 0.000168213 0.000204374 0.000461226 0.000430153 0.000426278 0.000362713 0.000106127 0.000442528 0.000243492 0.000533066 0.000432081 0.000422364 0.0002324 0.000119803 0.000412372 0.000418498 0.000466831
internal_weight=0 667 595 2454 2355 321 2307 2281 99 2196 101 274 182 145 83 1349 847 801 67 92 72 220 85 734 504 187 62 71 46 1139
internal_count=3121 667 595 2454 2355 321 2307 2281 99 2196 101 274 182 145 83 1349 847 801 67 92 72 220 85 734 504 187 62 71 46 1139
is_linear=0
shrinkage=0.00196078


Tree=9303
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 14 4 2 4 2 4 150 12 0 15 50 2 4 1 0 15 39 3 130 1 157 4 14
split_gain=6.48597 1.02254 0.686398 0.506755 0.344605 0.295439 0.227095 0.221171 0.165924 0.163739 0.18503 0.141576 0.11595 0.0960473 0.0867578 0.120007 0.190063 0.0727533 0.0707614 0.0685836 0.0617284 0.0569167 0.0557377 0.0698475 0.0551834 0.0536711 0.0516395 0.0495309 0.0463778 0.0441298
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.10188000000000001 0.092845000000000025 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.13501500000000002 0.24564500000000003 1.0000000180025095e-35 0.09141500000000001 -0.11173999999999999 -0.10469999999999999 0.086295000000000011 0.094835000000000017 -0.52556499999999995 0.097525000000000014 -0.14832499999999996 -0.41396999999999995 0.093755000000000019 -0.14989499999999997 0.012250000000000002 0.087135000000000004 -0.08107499999999998 -0.0070899999999999991 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 -3 7 18 12 28 10 -4 13 14 20 15 16 -5 22 -1 -17 -7 26 -11 -24 -21 -20 -18 -16 -6 -12
right_child=1 2 9 5 8 11 -8 -9 -10 17 29 -13 -14 -15 27 19 21 -19 25 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052957411031095253 0.00049198929972603129 0.000265747340877768 0.00029831101975574456 0.00059953740633585876 0.00053269262073420685 0.0004576783102546709 0.00029472449802158849 0.00060784531021946121 0.00028144353818075331 0.00014883163373387298 0.00024216339743437888 0.00033699621981625103 0.00037915596910634958 0.00034217542277807309 0.00039635068035898102 0.00062653663848468821 0.00051247160662623017 0.00021881752119544035 0.00034899086129254236 0.00041630411803649333 0.00052803113125574161 0.00031758542805798956 -1.54058353261923e-05 0.00013042432265967537 0.0005202009508560539 0.0004753529855044059 0.00038296117926201579 0.00048936024246470672 0.00042288829444670211 0.00014089908295270297
leaf_weight=28 74 224 63 24 21 256 66 83 30 39 21 39 28 24 23 23 20 22 28 20 59 23 28 23 1138 24 29 513 50 78
leaf_count=28 74 224 63 24 21 256 66 83 30 39 21 39 28 24 23 23 20 22 28 20 59 23 28 23 1138 24 29 513 50 78
internal_value=0 0.000274539 0.000247676 0.000491885 0.000308621 0.000498989 0.000379864 0.000508835 0.000403706 0.000175387 0.000215242 0.000448874 0.000504372 0.000461745 0.000506305 0.000515093 0.000448424 0.000117739 0.000450104 0.000520512 0.000470856 0.000398052 9.30314e-05 5.03607e-05 0.000518407 0.000407312 0.000435823 0.000485369 0.000455366 0.000162379
internal_weight=0 673 599 2448 325 2302 146 1924 101 274 162 378 1841 339 1813 1277 96 112 80 1181 315 72 90 51 1158 52 49 536 71 99
internal_count=3121 673 599 2448 325 2302 146 1924 101 274 162 378 1841 339 1813 1277 96 112 80 1181 315 72 90 51 1158 52 49 536 71 99
is_linear=0
shrinkage=0.00196078


Tree=9304
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 2 2 9 4 0 43 16 10 14 2 45 0 156 1 130 11 52 12 3 1211 51 1429 475 150 3
split_gain=0.210905 0.0528961 0.0351142 0.0249452 0.0228162 0.0192887 0.0184349 0.0360918 0.0213124 0.0197928 0.0196661 0.0190325 0.0170959 0.0166436 0.0175639 0.016401 0.0233938 0.0385797 0.0414429 0.0163984 0.0235669 0.0156313 0.0150726 0.0319424 0.0201105 0.0170552 0.023569 0.0253831 0.0159768 0.0257699
threshold=0.10124500000000002 -0.40967499999999996 0.31299000000000005 -0.049894999999999995 -0.4136149999999999 0.13404500000000005 0.10252500000000002 -1.0000000180025095e-35 -0.050494999999999991 0.024095000000000002 -0.074359999999999996 0.10246000000000001 -0.0026549999999999994 0.062655000000000016 -0.090999999999999984 0.081955000000000014 -0.13027499999999997 0.013700000000000002 0.085110000000000005 -0.068174999999999986 0.082485000000000017 0.0060650000000000009 0.087695000000000009 0.10299500000000002 0.087635000000000005 -0.085534999999999986 0.083985000000000018 -0.016104999999999998 0.093200000000000019 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 13 7 12 -8 10 -9 -10 -6 14 -1 16 17 18 -16 -18 22 -4 23 24 25 26 27 -21 -24 -30
right_child=1 2 21 4 6 -7 8 9 11 -11 -12 -13 -14 -15 15 -17 19 -19 -20 20 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019437371429217899 0.0049222110906460637 0.0057156581414996516 0.00010034259529548544 0.0059657429851358761 0.0023924244538028826 0.002741645052328193 0.0047642730409279471 0.0031782285814002465 0.0020133338686947337 0.0014292263256555256 0.0058142744214969011 -0.0010522006063679742 -0.0010983347462024541 0.0060875024054960741 0.0067470561084950241 0.0075721756805432958 0.0060799539580488199 -0.00066840605024481197 0.0025656349165180314 0.0035080447050465924 0.0013818855397403241 0.0026144401386975209 0.0044294375441703655 0.0013091390328058465 0.0076687395159575735 0.004889775041026073 0.0089407494850456716 0.0071002434905884527 0.0038204052485525612 0.0087800954764878213
leaf_weight=23 102 28 79 20 47 49 26 49 255 22 67 22 20 89 38 20 92 20 63 37 21 36 1053 22 31 681 25 42 20 22
leaf_count=23 102 28 79 20 47 49 26 49 255 22 67 22 20 89 38 20 92 20 63 37 21 36 1053 22 31 681 25 42 20 22
internal_value=0 0.00280052 0.00247799 0.00280699 0.00265274 0.00470489 0.00252231 0.00325468 0.00202681 0.00417922 0.00470077 0.00176986 0.00135041 0.00474673 0.00469273 0.00472164 0.00469534 0.00334426 0.00413884 0.00477524 0.00471381 0.000887364 0.00475001 0.00506921 0.00517058 0.00507193 0.00626468 0.00541782 0.00450572 0.00641834
internal_weight=0 773 671 556 528 2348 508 205 303 138 116 277 67 2299 2210 2187 2167 121 101 2046 1954 115 1933 838 816 785 104 79 1095 42
internal_count=3121 773 671 556 528 2348 508 205 303 138 116 277 67 2299 2210 2187 2167 121 101 2046 1954 115 1933 838 816 785 104 79 1095 42
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 2 2 0 49 150 4 1 4 0 156 3 475 160 3 0 47 3 131 15 4
split_gain=9.34743 1.4502 0.953392 0.76356 0.550159 0.442327 0.271019 0.262182 0.237891 0.203641 0.173605 0.171586 0.143431 0.173129 0.134768 0.128348 0.115486 0.111026 0.0923222 0.158482 0.0895974 0.0887142 0.0723841 0.0855466 0.0693237 0.0676875 0.0660733 0.062452 0.0848973 0.0809368
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.092845000000000025 0.40473500000000007 0.14122000000000004 0.14285500000000004 -0.10607499999999999 0.082865000000000008 1.0000000180025095e-35 0.27834500000000006 0.083345000000000016 0.0061450000000000003 -0.079119999999999982 -1.0000000180025095e-35 -0.12711499999999995 -0.066784999999999983 -0.067824999999999983 -0.016324999999999996 0.13134000000000004 0.090100000000000013 0.076840000000000006 0.082750000000000004 -0.41396999999999995 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 11 12 -5 -6 14 15 13 16 21 -4 -1 18 -14 -20 -21 -7 -17 -24 -23 -3 -18 28 -13 -30
right_child=1 2 6 8 9 10 -8 -9 -10 -11 -12 27 17 -15 -16 22 26 -19 19 20 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00062132930443956958 0.00062393280023548042 0.00033646754655360214 0.00036417601378180384 0.00057906188489301657 0.00058217995842001582 0.00067331705089414566 0.00041162414635255537 0.00075641444637598485 0.00037915488157202212 0.00038950155592626991 0.00045531153285164174 0.00021311556106954547 0.00065967794962201092 0.00070081138273210043 0.00045556508007370738 0.00032872990272361194 0.00039850819088956891 0.00058818725059994357 0.00078397922960998453 0.00052732034914603843 0.00062627575233935979 0.0005947520667807768 0.00028846374485563635 0.00015460069329185667 0.00048298620049605891 0.00043263636790636528 0.00053306833588746274 0.00025988236571862998 0.00016152875502122068 -3.1224441635314498e-06
leaf_weight=45 74 191 39 37 71 53 34 79 60 30 41 33 1146 36 27 23 20 118 23 39 359 295 29 50 23 33 47 20 24 22
leaf_count=45 74 191 39 37 71 53 34 79 60 30 41 33 1146 36 27 23 20 118 23 39 359 295 29 50 23 33 47 20 24 22
internal_value=0 0.000364972 0.00033298 0.000625893 0.000404807 0.000632927 0.000247784 0.000645814 0.000455408 0.000524949 0.000576798 0.000224573 0.000641048 0.000582523 0.000589313 0.000268505 0.000544502 0.000646188 0.000650556 0.000625724 0.000616579 0.000599047 0.000231924 0.00020374 0.000586668 0.000350635 0.000492901 0.000162005 0.000137225 8.27825e-05
internal_weight=0 673 599 2448 325 2351 274 1912 97 101 439 240 1833 148 398 141 112 1685 1567 421 398 371 102 79 318 224 67 99 79 46
internal_count=3121 673 599 2448 325 2351 274 1912 97 101 439 240 1833 148 398 141 112 1685 1567 421 398 371 102 79 318 224 67 99 79 46
is_linear=0
shrinkage=0.00196078


Tree=9306
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 1 14 2 1 0 47 12 2 16 150 16 4 1 399 13 4 4 42 0 16 34 1
split_gain=10.3906 1.57976 1.20344 0.866825 0.569956 0.497115 0.371733 0.317438 0.293642 0.260782 0.203799 0.172859 0.317964 0.208987 0.185426 0.155022 0.151893 0.146691 0.13924 0.118396 0.0893667 0.0795237 0.0715099 0.0706951 0.0697891 0.064412 0.0620459 0.069484 0.0607654 0.0590012
threshold=0.10508500000000001 0.13075500000000004 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.13082500000000002 0.27834500000000006 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.085760000000000017 -0.097274999999999986 0.078875000000000015 0.087695000000000009 0.14122000000000004 0.11346000000000002 1.0000000180025095e-35 -0.092484999999999984 0.27834500000000006 0.097525000000000014 0.088015000000000024 0.0049450000000000006 -0.50940999999999981 0.022185000000000003 0.088295000000000012 -0.068604999999999985 0.083160000000000026 -0.038779999999999995 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 9 10 -4 17 -5 11 19 14 13 18 23 16 -2 20 -13 -3 24 26 25 -1 -6 -14 -16 -28 -21 -12
right_child=1 5 6 8 7 -7 -8 -9 -10 -11 29 12 22 -15 21 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.000827607552316737 0.00038161526746224487 0.00036162676729903625 0.00064161804770863765 0.00063344062732440237 0.00064888123547467114 0.00046763189882414617 0.00041923544921916692 0.00044773859464056123 0.00040733313707966984 0.0008006629369252371 0.00017221898038329836 0.00034178331082149378 0.00071291410331510261 0.00067495756811287555 0.00067121185873942084 0.00023424242188533145 0.00056009045071607716 0.00048939973757092985 0.00055142975260552075 0.00015001091987744091 0.00070574519580558813 0.00074364832760028942 0.00060627404877952498 0.00071475009068520826 0.0005882939477177227 0.00066066858681296215 0.00051285676087707577 0.00066324068570188964 0.00025634771667806008 3.4729401585554665e-05
leaf_weight=22 220 35 132 34 187 39 37 41 63 79 30 21 172 28 506 25 20 27 29 27 64 54 50 711 120 192 21 27 88 20
leaf_count=22 220 35 132 34 187 39 37 41 63 79 30 21 172 28 506 25 20 27 29 27 64 54 50 711 120 192 21 27 88 20
internal_value=0 0.00039314 0.000463637 0.000668235 0.00067573 0.000265124 0.000592931 0.000612016 0.000486587 0.000690359 0.000225635 0.000685605 0.000654169 0.00053933 0.000697138 0.000381182 0.000396488 0.000628939 0.000463378 0.000261772 0.000639094 0.000671822 0.000675805 0.000718137 0.000625199 0.000685356 0.000664821 0.000597448 0.000231382 0.000117223
internal_weight=0 673 434 2448 2351 239 169 439 97 1912 200 1833 492 78 1341 265 240 398 50 150 371 608 414 733 307 364 554 48 115 50
internal_count=3121 673 434 2448 2351 239 169 439 97 1912 200 1833 492 78 1341 265 240 398 50 150 371 608 414 733 307 364 554 48 115 50
is_linear=0
shrinkage=0.00196078


Tree=9307
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 14 2 47 1 2 1 52 1 2 1 12 2 4 52 4 0 12 52 151 16 16 14 159
split_gain=11.6243 1.86601 0.982923 0.931034 0.870585 0.520233 0.479217 0.35038 0.318741 0.310104 0.30951 0.263778 0.147665 0.111494 0.110235 0.16461 0.110179 0.112912 0.0842246 0.0841088 0.0807275 0.0776869 0.0831739 0.0849908 0.0738708 0.0734399 0.0662119 0.0633268 0.0624585 0.0578919
threshold=0.10508500000000001 -0.40306999999999998 0.13075500000000004 1.0000000180025095e-35 0.088105000000000003 0.40124500000000002 0.14122000000000004 0.062655000000000016 0.11474000000000002 0.13082500000000002 0.092845000000000025 0.089885000000000007 0.15799000000000005 -0.56176499999999996 0.088975000000000012 0.10559 0.085345000000000018 0.082480000000000012 0.14122000000000004 0.23246000000000003 -0.16675999999999999 0.038415000000000012 0.062580000000000011 0.090345000000000023 0.060015000000000006 -0.0038099999999999996 -0.016164999999999995 -0.10850999999999998 -0.46413499999999996 0.083335000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 11 19 12 -5 16 24 -13 21 26 -1 25 28 -6 -9 22 23 -15 -4 -18 -16 -23 -3 -30
right_child=1 2 9 10 8 -7 -8 20 -10 -11 -12 13 -14 14 15 -17 17 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00069902522777089485 0.00066196084709538945 0.00044459768968358647 0.00020955604665841429 0.00061197049410398763 0.00064726229116204837 0.00038560485927497637 0.00045986467686119669 0.00068833209099430665 0.00036728797924624144 0.00041679659012242471 0.00038394850684829007 0.00073726744173918419 8.7324876014758881e-05 0.00070701811912147886 0.00043316050862099437 0.00070200582398450304 0.00048761685543200547 0.00067428332921586043 0.00022283003172453709 0.00051733780652284621 0.00083078734026055892 0.00064281657045962761 0.00058224577645526923 0.00064861219568168821 0.00032349228704429679 0.00062947989747232829 0.00058201089775299325 0.00057310430874503372 0.0003520762109818321 0.00027845652150485867
leaf_weight=881 74 21 138 37 53 25 41 20 31 30 60 45 35 130 27 22 20 389 25 30 65 110 53 364 26 47 20 92 154 56
leaf_count=881 74 21 138 37 53 25 41 20 31 30 60 45 35 130 27 22 20 389 25 30 65 110 53 364 26 47 20 92 154 56
internal_value=0 0.000368212 0.000331922 0.000659181 0.00039441 0.000666949 0.000669972 0.000673742 0.000536938 0.00023096 0.000470926 0.00066897 0.000202944 0.000642246 0.000637019 0.000562024 0.000686219 0.000661478 0.00033094 0.000600302 0.000797268 0.000643927 0.000656063 0.000663982 0.000227619 0.000587133 0.000496501 0.000611066 0.00034264 0.000332444
internal_weight=0 673 599 2448 370 2351 2326 2285 114 229 97 2200 199 863 818 69 1337 456 256 83 85 749 547 494 164 67 47 202 231 210
internal_count=3121 673 599 2448 370 2351 2326 2285 114 229 97 2200 199 863 818 69 1337 456 256 83 85 749 547 494 164 67 47 202 231 210
is_linear=0
shrinkage=0.00196078


Tree=9308
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 4 158 2 1 15 130 158 0 49 160 13 12 43 49 0 16 13 131 14 0 15 52 0 160 16
split_gain=0.309115 0.0739002 0.0463667 0.0333229 0.0243156 0.0237432 0.0231182 0.0216446 0.0192106 0.0352013 0.0188598 0.0184821 0.0170879 0.0161541 0.0155976 0.0426871 0.0266016 0.0147345 0.01452 0.0185488 0.0239861 0.0190926 0.0140965 0.0134005 0.0198645 0.0219815 0.0287994 0.016629 0.0242788 0.0205371
threshold=0.10124500000000002 -0.40967499999999996 0.13707500000000003 1.0000000180025095e-35 0.042705000000000007 -0.013125 0.077000000000000013 0.13913500000000004 0.083345000000000016 -0.093244999999999981 -0.076894999999999977 0.10046000000000001 -0.089604999999999976 0.091115000000000015 -1.0000000180025095e-35 -0.0044799999999999987 -0.082514999999999991 0.084740000000000024 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 -0.059629999999999996 0.09031500000000002 0.062655000000000016 -0.11173999999999999 -0.097454999999999986 -0.068719999999999989 -0.085669999999999982 -0.55045999999999984 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 22 3 10 7 -5 8 23 -6 -10 -3 17 13 -8 15 16 -12 -7 -4 20 -20 -21 -2 24 25 -1 -27 29 -29 -26
right_child=1 2 18 5 6 11 12 -9 9 -11 14 -13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.0068513614152414873 0.0066001479997747142 0.00019526998309985454 -0.00038758887901842117 0.0070080543883211379 0.0049130451582795644 0.0028661540235407302 0.008909666538238525 0.0025833281615632586 0.0045942223747260872 -0.00058884235855657615 0.0045271196713050207 0.0067625142678263642 0.0045182163620160684 0.0055998193421240511 0.0027669384347388977 0.0069257158629221121 -0.00041097425506450244 0.0057381038634997349 0.0017174063285853227 -0.0013234309493922272 0.0055173806787934161 0.0023511024667964048 0.0038671465106308459 0.0071413611294701695 0.0065165367460641738 0.0054837622468105777 0.0012734263148558968 0.0023309501066770674 0.0057600481656555807 0.0042205599623100299
leaf_weight=26 77 23 31 35 171 80 30 20 38 20 24 21 36 29 249 36 20 23 46 26 26 31 25 82 538 33 32 21 1230 42
leaf_count=26 77 23 31 35 171 80 30 20 38 20 24 21 36 29 249 36 20 23 46 26 26 31 25 82 538 33 32 21 1230 42
internal_value=0 0.00342249 0.00304127 0.00350642 0.005728 0.00470795 0.00492369 0.00585676 0.00437963 0.00280696 0.00296368 0.00405872 0.00623516 0.00728279 0.00315722 0.00437196 0.00228253 0.00350746 0.0015557 0.00202269 0.00308962 0.000675 0.00593029 0.00588943 0.00583601 0.00439395 0.00341098 0.00590768 0.00570249 0.00635028
internal_weight=0 773 671 511 2348 159 324 2024 229 58 352 124 95 59 329 80 44 103 160 129 72 57 102 2004 1922 91 65 1831 1251 580
internal_count=3121 773 671 511 2348 159 324 2024 229 58 352 124 95 59 329 80 44 103 160 129 72 57 102 2004 1922 91 65 1831 1251 580
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 150 4 2 1 2 1 1 1 1 2 52 1 1447 133 4 4 2 52 475
split_gain=15.8991 2.67022 1.46736 1.10551 0.985317 0.739614 0.584089 0.486594 0.444385 0.354114 0.33539 0.247932 0.207409 0.192184 0.186125 0.176726 0.256906 0.154682 0.12935 0.126112 0.12213 0.118278 0.106669 0.105522 0.0901854 0.0888152 0.0800635 0.0736616 0.0719178 0.0798405
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 1.0000000180025095e-35 -0.15289999999999995 -0.090999999999999984 0.122715 0.089775000000000008 0.088975000000000012 0.12000500000000001 0.12408500000000001 0.13075500000000004 0.31358000000000003 -0.56176499999999996 0.091195000000000012 -0.082869999999999985 -1.0000000180025095e-35 -0.013514999999999998 0.42642000000000008 1.0000000180025095e-35 0.039215000000000007 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 17 27 13 -4 11 21 -9 -1 25 22 23 -3 26 24 -6 -7 -15 -17 -5 -2 -14 -8 29 -23
right_child=1 4 9 19 20 10 7 12 -10 -11 -12 -13 18 15 -16 16 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059184863758331532 0.00077034125605119003 0.0003652300579729033 0.0006780316015531447 0.00035473536932425917 0.00020123201698458507 0.00083208004299666028 0.00065810332695643106 0.00057015478684037336 0.00092704787204509181 0.00042973132418521349 0.00053774925562084395 0.00052904489172180241 0.00036291288111406789 0.00079567926950069475 0.00054926075056406845 0.00086578295662160317 0.0005649706685035272 0.0001954239398706981 0.0002647996685979844 0.00028646676009825238 4.9638411655113068e-05 0.00079888846333439124 0.00074746056408538759 0.00074717843600031748 0.00051248574281501568 0.00065949552513357504 0.00048091411943206757 0.00051236251685646619 0.00074351897919733149 0.00067356161134583608
leaf_weight=22 68 30 34 22 84 35 30 20 76 63 48 27 93 1102 29 31 29 66 42 24 27 22 210 414 38 47 29 24 160 175
leaf_count=22 68 30 34 22 84 35 30 20 76 63 48 27 93 1102 29 31 29 66 42 24 27 22 210 414 38 47 29 24 160 175
internal_value=0 0.000412812 0.000753102 0.000585359 0.000324406 0.000762853 0.000377595 0.000429672 0.000780168 0.000516764 0.000693 0.000710785 0.000381642 0.000773994 0.000689639 0.000776238 0.000743788 0.000248488 0.000358652 0.000406593 0.000164358 0.000723303 0.000787961 0.000755441 0.000454644 0.000725039 0.000390962 0.00059333 0.000712638 0.000687558
internal_weight=0 673 2448 228 445 2351 334 238 1884 97 467 419 184 1808 144 1786 474 96 164 84 111 392 1312 445 60 115 122 54 357 197
internal_count=3121 673 2448 228 445 2351 334 238 1884 97 467 419 184 1808 144 1786 474 96 164 84 111 392 1312 445 60 115 122 54 357 197
is_linear=0
shrinkage=0.00196078


Tree=9310
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 0 1 4 150 1 50 0 12 4 15 1 1 40 1 51 15 16 16
split_gain=6.24234 0.98239 0.573063 0.477581 0.355688 0.301026 0.256914 0.240126 0.194114 0.161566 0.160256 0.107075 0.0974638 0.140958 0.105493 0.08901 0.0829279 0.0774633 0.0729015 0.0645943 0.0671521 0.0642322 0.0594321 0.0584225 0.0570828 0.0515849 0.0509664 0.04937 0.0582774 0.0472291
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.15289999999999995 -0.10607499999999999 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 0.12337000000000002 0.041865000000000006 -0.15202999999999997 0.087695000000000009 -0.52556499999999995 -0.097454999999999986 0.089770000000000016 0.076935000000000017 -0.077714999999999992 0.12408500000000001 0.088210000000000011 -0.089964999999999976 -0.11118499999999999 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 8 24 -8 12 -4 15 -9 13 18 19 23 -2 27 -1 20 -14 -15 -22 -7 -3 -13 -23 28 -6 -20
right_child=1 4 9 -5 17 10 7 11 -10 -11 -12 25 14 21 -16 -17 -18 -19 29 -21 22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071080656053668296 0.00058262886297509001 0.00032938315722859526 0.00056128583100840295 0.00037398749071562069 0.00027699066343858696 0.00056677067134733371 0.00051466492055418189 0.00050140547840034258 0.00071194138434306649 0.00039356710070989382 0.00044311768727645187 0.00036984369317707294 0.00074380157179747871 0.00057961247237183411 0.00056037392136701206 0.00046316838688666867 0.00046207345129357962 0.00033069888177590494 0.00061889612415925456 0.00060929068164386826 0.00063477315250502439 0.00037744029005076373 0.00053927954033489145 0.00062633213913778339 0.0002336738427881809 0.00029017122085862743 0.00051574573046019089 0.00012842715417371925 0.0001488754224470433 0.00050312755373763108
leaf_weight=23 117 46 34 84 43 290 54 20 79 63 41 122 21 22 118 27 27 26 42 829 691 20 26 81 50 42 21 22 20 20
leaf_count=23 117 46 34 84 43 290 54 20 79 63 41 122 21 22 118 27 27 26 42 829 691 20 26 81 50 42 21 22 20 20
internal_value=0 0.000386826 0.00060005 0.000491485 0.000333203 0.000606144 0.00036516 0.000399698 0.000616775 0.000452355 0.00055984 0.000365958 0.000612674 0.00056443 0.000616911 0.000571864 0.000560025 0.000237042 0.000616526 0.000621169 0.000634511 0.000494142 0.00063131 0.000579775 0.000279535 0.00034944 0.00044828 0.000208394 0.000236319 0.000581551
internal_weight=0 673 2448 228 445 2351 334 238 1912 97 439 184 1833 148 1685 398 144 111 85 1567 738 63 717 371 96 164 41 85 63 62
internal_count=3121 673 2448 228 445 2351 334 238 1912 97 439 184 1833 148 1685 398 144 111 85 1567 738 63 717 371 96 164 41 85 63 62
is_linear=0
shrinkage=0.00196078


Tree=9311
num_leaves=31
num_cat=0
split_feature=1 52 2 52 2 4 11 15 457 2 160 41 132 160 1 3 3 1 124 132 43 13 15 3 49 12 12 4 16 0
split_gain=0.351402 0.0823473 0.0525295 0.0352432 0.0265671 0.0272625 0.0301026 0.0261998 0.024053 0.0293112 0.0205934 0.0387727 0.0204855 0.0251359 0.0282372 0.020082 0.0279024 0.0204549 0.0184488 0.0178996 0.0164002 0.0194479 0.0192376 0.0162737 0.0150656 0.0138858 0.0196466 0.0140573 0.0250236 0.0135043
threshold=0.10124500000000002 -0.40967499999999996 0.14753000000000002 0.12492500000000002 0.10045500000000002 0.27044500000000005 1.0000000180025095e-35 -0.24436499999999997 0.079590000000000008 0.11362000000000001 -0.085764999999999994 0.079300000000000009 0.08764000000000001 -1.0000000180025095e-35 0.14173500000000003 -0.03694999999999999 -0.0049599999999999991 0.11588000000000001 -0.085959999999999995 0.10240500000000001 -0.072864999999999985 -0.0075049999999999987 -0.47308999999999996 0.090900000000000009 -0.079429999999999987 -0.096104999999999982 0.095780000000000018 0.24564500000000003 0.0073350000000000004 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 -1 20 9 15 -8 -12 13 -4 -15 17 18 -9 -17 23 22 -22 -3 25 -10 -6 27 28 -27 -28
right_child=1 2 12 -5 19 -7 10 8 24 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0062706022112151679 0.0063574014514611631 0.0026188108920905508 0.0030636286873939552 0.0055163517747617644 0.0034190110290761699 0.0027404789679816794 0.0052816914217103097 0.0083244625814117949 0.0005723047222749427 0.0028798537971998026 0.010478096940089018 0.0058303067007467952 0.0036735204904938916 0.0017057895606504411 -0.0027518574998248372 0.0045131289843434036 0.00627265456192291 0.0046497138246195391 0.00062508427780931411 0.0032430435187587349 0.0018451287225297278 0.0046091336730371595 -0.0010432661280412084 0.0036150390948427634 0.0034480053437303524 0.0092338604635248591 0.0033368037932502504 0.0047063342741002212 0.0061564040064695296 0.0057151579483660855
leaf_weight=1814 102 32 27 90 22 21 21 33 29 81 50 28 28 27 30 26 39 28 23 34 57 46 26 36 49 45 28 23 64 162
leaf_count=1814 102 32 27 90 22 21 21 33 29 81 50 28 28 27 30 26 39 28 23 34 57 46 26 36 49 45 28 23 64 162
internal_value=0 0.00371014 0.00330773 0.00370377 0.0061683 0.00632394 0.00636327 0.00335594 0.00389633 0.00441095 0.0080613 0.00880966 0.00133105 0.000550221 -0.00064034 0.0052433 0.00427673 0.00663769 0.00268813 0.00544128 0.00232217 0.00307954 0.00097719 0.00563796 0.00237883 0.00584966 0.00601573 0.00695287 0.00742691 0.00536466
internal_weight=0 773 671 559 2348 1934 1913 469 308 230 99 78 112 84 57 149 88 61 49 414 161 103 58 380 78 344 322 132 109 190
internal_count=3121 773 671 559 2348 1934 1913 469 308 230 99 78 112 84 57 149 88 61 49 414 161 103 58 380 78 344 322 132 109 190
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=31
num_cat=0
split_feature=1 4 123 2 3 2 159 1428 49 49 149 1 447 52 11 12 1 14 3 16 16 3 15 160 49 16 52 43 133 43
split_gain=0.284885 0.0433168 0.039068 0.0278481 0.0257675 0.0249033 0.0233161 0.0202266 0.0182233 0.0174803 0.0163395 0.017596 0.0153982 0.0259263 0.0219759 0.0266969 0.0386349 0.0174242 0.014998 0.0292022 0.0312128 0.0166664 0.0162905 0.0144811 0.0221238 0.0260315 0.0296646 0.0137153 0.0166729 0.0136032
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 0.25063000000000007 -0.063814999999999997 0.10045500000000002 0.082585000000000006 0.087445000000000009 0.14321000000000003 -0.067649999999999988 0.07770500000000001 0.11910500000000002 0.084065000000000015 -0.066844999999999988 1.0000000180025095e-35 0.085785000000000014 0.07863500000000001 0.077685000000000018 -0.10217499999999997 0.41221000000000008 -0.046599999999999996 -0.074479999999999977 -0.040804999999999994 -0.23055499999999998 0.13984500000000002 0.51222500000000004 -0.23375999999999997 -0.085594999999999991 -1.0000000180025095e-35 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 -2 12 8 18 9 -6 11 -3 14 -14 -1 17 -17 -16 19 20 -7 22 -20 -23 25 26 -25 -4 -29 -30
right_child=1 3 27 -5 6 7 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 -19 21 -21 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0056650833559273722 0.005130881563479993 0.0034949476659128531 0.0056235832690228046 -0.0011980485297196234 0.0026388723492143783 0.0048486016823777135 0.0013998045347927309 0.007304479647427798 0.0012527833121236077 0.0053639870530733953 0.0049705554858188736 0.001559597879118894 0.0057227305136621004 0.0013877825409343298 0.011114468483165616 0.0022077544854255393 0.0076377170013361868 0.0071303732753933771 0.005274587348431295 0.0055512029189253003 -0.00025146081212109754 0.0067597301470903835 0.0077990551575032223 0.00086781037340794378 0.0010927487774461042 0.0074695462866252969 0.0046526205936536988 0.0056501630041748286 0.0032981628869893035 0.00031421768891794438
leaf_weight=1778 98 66 28 24 36 21 55 33 22 68 22 163 37 22 21 20 38 23 103 41 28 26 34 24 20 27 151 20 50 22
leaf_count=1778 98 66 28 24 36 21 55 33 22 68 22 163 37 22 21 20 38 23 103 41 28 26 34 24 20 27 151 20 50 22
internal_value=0 0.00294694 0.00544737 0.00205629 0.00382483 0.00553376 0.00311769 0.0049105 0.00386755 0.00442068 0.00236746 0.00211738 0.00569705 0.00410631 0.00574697 0.00717442 0.00576532 0.00903187 0.00474419 0.00358199 0.00193428 0.00501587 0.0059011 0.00452685 0.00426534 0.00457946 0.00413356 0.0036857 0.00309592 0.0023864
internal_weight=0 554 2567 275 279 2447 181 508 126 104 251 229 1939 59 1880 102 58 44 475 90 49 385 137 248 222 202 175 120 92 72
internal_count=3121 554 2567 275 279 2447 181 508 126 104 251 229 1939 59 1880 102 58 44 475 90 49 385 137 248 222 202 175 120 92 72
is_linear=0
shrinkage=0.1


Tree=9313
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 2 1 15 1 3 0 150 1 50 12 47 1 1 4 14 4 2 1 399 15 16 15
split_gain=8.61363 1.30828 0.795771 0.710054 0.520751 0.430449 0.306733 0.283199 0.215465 0.207703 0.18444 0.155017 0.267023 0.19146 0.129263 0.128807 0.106851 0.102434 0.0947328 0.0852587 0.0772421 0.0740482 0.0677513 0.0665836 0.0580402 0.0565025 0.0551532 0.0532098 0.0711998 0.0518846
threshold=0.10508500000000001 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.092845000000000025 -0.24436499999999997 0.085760000000000017 -0.12711499999999995 -0.23001499999999997 1.0000000180025095e-35 0.12958500000000003 0.041865000000000006 0.087695000000000009 0.090100000000000013 0.076935000000000017 0.11588000000000001 0.071150000000000005 -0.41076499999999994 -0.50940999999999981 0.079055000000000014 0.15964000000000003 0.088015000000000024 0.013270000000000002 -0.0094449999999999968 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 6 11 20 14 -5 15 17 -13 -14 19 22 25 23 27 -7 -6 -20 -3 -1 -25 29 -19 28 -12 -4
right_child=1 2 16 9 7 8 -8 -9 -10 -11 18 12 13 -15 -16 -17 -18 26 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00072271736507433589 0.00057356958908950451 0.00036239199145557058 0.00018865249685797036 0.0005234446416045853 0.00056501811940565727 0.00053307699185900883 0.00071448968421625528 0.0003099035393075108 0.00039060357338978254 0.00033665185937280554 0.00031523371863100713 0.00034103327083821392 0.00041827005908543516 0.00057781051616749839 0.00041507868972771303 0.00017156233637789109 0.00025893945213455979 0.00057313132928047772 0.00048955106779056436 0.00060095101267810765 0.00044697927677064429 0.0003421521152132282 0.00023700148065855297 0.00052628579105134881 0.00061442370638653272 4.2576673349329067e-05 0.00063944288394736045 0.00037322385054008633 0.00021348407254645637 8.0662303190498554e-05
leaf_weight=21 71 30 50 37 39 314 76 46 41 60 78 21 31 431 30 67 30 535 20 92 47 38 37 30 676 24 53 30 40 26
leaf_count=21 71 30 50 37 39 314 76 46 41 60 78 21 31 431 30 67 30 535 20 92 47 38 37 30 676 24 53 30 40 26
internal_value=0 0.000321835 0.000292146 0.000572306 0.000329559 0.000579089 0.000592475 0.000434086 0.000526501 0.000407903 0.000288978 0.000587317 0.000557276 0.000567105 0.00053928 0.000232354 0.000156307 0.000598351 0.000325811 0.000548457 0.000500509 0.000392979 0.000293146 0.000613915 0.000610678 0.000125517 0.000579108 0.000299489 0.000280742 0.000151708
internal_weight=0 673 602 2448 472 2351 1874 132 477 97 340 1798 483 462 436 134 130 1315 206 406 86 58 67 727 706 100 588 148 118 76
internal_count=3121 673 602 2448 472 2351 1874 132 477 97 340 1798 483 462 436 134 130 1315 206 406 86 58 67 727 706 100 588 148 118 76
is_linear=0
shrinkage=0.00196078


Tree=9314
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 160 2 2 15 43 157 15 41 1212 1 12 2 49 3 13 16 14 12 47 48 52 3 1 15 12 52
split_gain=0.276895 0.0648244 0.0432702 0.0297513 0.0250675 0.0223129 0.0202101 0.0206325 0.0225654 0.0196172 0.0191345 0.0345024 0.0224126 0.0220231 0.0251755 0.0290263 0.0220651 0.0209424 0.0204569 0.0199504 0.0189283 0.021006 0.0216533 0.0297793 0.0183116 0.0177499 0.0176314 0.0175397 0.0172854 0.0182045
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 -0.4136149999999999 0.13404500000000005 0.14753000000000002 -0.083359999999999976 0.022390000000000004 -0.071119999999999989 0.040760000000000005 0.07677500000000001 0.082415000000000016 0.092845000000000025 0.092550000000000007 0.088850000000000012 0.082865000000000008 -0.047929999999999993 -0.090799999999999978 -0.15241499999999997 -0.47071999999999997 0.11472500000000001 0.090100000000000013 0.11951500000000001 0.056145000000000007 -0.087909999999999988 0.079415000000000013 -0.10203999999999998 0.091085000000000013 0.26391000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 10 7 20 9 -9 12 17 13 14 16 -16 28 19 -15 -12 -6 22 -22 -24 -4 -14 -18 -17 29 -1
right_child=1 2 24 4 6 -7 -8 8 -10 -11 11 -13 25 18 15 27 26 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053506027049746363 0.0055885048293252935 0.0064029652891414504 0.00010178464195940278 0.0065339743148069831 0.0050811709056558484 0.0033102435903856532 0.0012471595424733732 0.00081248288042843351 0.0070721090749083539 0.0040294389698457269 0.0029929092194050039 0.008774647490448647 0.00081473432015627628 0.0013293008188433623 0.00093040334410034132 0.0069313566737239157 0.006163917278241198 0.0079109210427850494 0.0046368666773196308 0.0056546216436902013 0.001536997283305243 0.0053652834901142688 0.0058165250391128565 0.00086719063372584057 0.0029830113247044212 0.0046607153502797403 0.008807984891297695 0.00454317632477352 0.0076469160728932679 0.003010251057437725
leaf_weight=433 102 28 71 20 28 49 63 22 21 137 29 37 20 23 20 36 254 40 100 972 177 21 31 20 32 30 28 211 30 36
leaf_count=433 102 28 71 20 28 49 63 22 21 137 29 37 20 23 20 36 254 40 100 972 177 21 31 20 32 30 28 211 30 36
internal_value=0 0.00323973 0.00288269 0.00322465 0.00305985 0.00542179 0.00292623 0.0031577 0.00399123 0.00358433 0.00546679 0.00577383 0.00519572 0.00528425 0.00543282 0.00459456 0.00571939 0.00566717 0.00401838 0.00557751 0.00261606 0.00233886 0.00206011 0.00387561 0.000996923 0.00312232 0.00642645 0.00489125 0.00531981 0.00517096
internal_weight=0 773 671 568 540 2348 520 457 180 159 2299 1078 1221 1171 1048 267 781 1041 123 1001 277 249 228 51 103 50 282 247 499 469
internal_count=3121 773 671 568 540 2348 520 457 180 159 2299 1078 1221 1171 1048 267 781 1041 123 1001 277 249 228 51 103 50 282 247 499 469
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=31
num_cat=0
split_feature=1 1 16 2 3 13 0 1 13 51 4 50 16 52 133 4 159 16 43 51 0 15 0 400 16 150 12 157 0 2
split_gain=0.224285 0.053699 0.0359933 0.0236419 0.0294648 0.0223719 0.0215915 0.0206918 0.0178742 0.0241247 0.0167096 0.0213232 0.0196357 0.031603 0.0233137 0.026789 0.0306362 0.0205733 0.0203429 0.0235858 0.0232693 0.036991 0.0208457 0.0181179 0.0179774 0.019622 0.0293524 0.0203611 0.0247312 0.0171751
threshold=0.10124500000000002 0.12337000000000002 0.5136400000000001 0.10252500000000002 -0.022174999999999997 0.10591500000000001 0.22582000000000002 0.16773500000000005 -0.0062949999999999994 -0.031924999999999995 0.0061450000000000003 -1.0000000180025095e-35 0.0065250000000000004 -0.53299999999999992 -0.0081349999999999981 -0.49013999999999996 0.088800000000000004 0.26676500000000009 -0.0017249999999999998 0.081440000000000026 -0.14226499999999997 0.086085000000000009 -0.097734999999999989 -0.064794999999999978 -0.56967999999999985 0.091105000000000005 0.087995000000000004 -0.029304999999999998 -0.11242999999999999 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 10 8 -3 -10 11 -1 18 -14 -15 -16 17 -17 22 23 -21 -22 -13 -20 -12 27 -27 -26 -29 -25
right_child=1 7 -4 5 -6 -7 -8 -9 9 -11 24 12 13 14 15 16 -18 -19 19 20 21 -23 -24 29 25 26 -28 28 -30 -31
leaf_value=0.007993936437803011 0.0049699007304573137 0.0015044524474135247 0.0056130396087784706 0.0028360416970113246 0.0022210531008975774 -0.00066486941417679194 0.0016079416102729737 -0.0010278010184107268 0.0059466890408657498 0.0022726767558404913 0.0071802887871551023 0.0073125322832277538 0.0058204101146706808 0.00097403235088747283 0.0060552327394751571 0.0043967776059060165 -0.00012885460164397956 0.0013702822347673087 0.0073911325818958838 0.0050407872441509327 -0.00080392651811793999 0.0046534932056522885 0.0052955173915849854 0.0055838181304976517 0.0020940835479610971 -0.00063463174970820554 0.004718264072601285 0.0061763763510285057 0.0041501424519501213 0.0041014736747256595
leaf_weight=24 119 177 73 209 58 20 20 23 24 70 21 54 110 26 56 165 20 26 28 36 27 23 1002 137 34 20 21 81 235 182
leaf_count=24 119 177 73 209 58 20 20 23 24 70 21 54 110 26 56 165 20 26 28 36 27 23 1002 137 34 20 21 81 235 182
internal_value=0 0.00291576 0.00356874 0.00320117 0.00406915 0.00253029 0.00487961 0.00185189 0.0020963 0.00321072 0.00490772 0.00503195 0.00499438 0.00437514 0.00383255 0.0041109 0.00359487 0.00398479 0.00516198 0.00458475 0.00310224 0.00170649 0.00539866 0.00495217 0.00432997 0.00417688 0.0021071 0.00441934 0.00466953 0.00473809
internal_weight=0 773 479 406 177 229 2348 294 271 94 2328 1916 1892 403 293 267 211 191 1489 433 86 50 1056 347 412 391 41 350 316 319
internal_count=3121 773 479 406 177 229 2348 294 271 94 2328 1916 1892 403 293 267 211 191 1489 433 86 50 1056 347 412 391 41 350 316 319
is_linear=0
shrinkage=0.1


Tree=9316
num_leaves=31
num_cat=0
split_feature=1 4 1 12 0 51 4 10 11 3 52 42 48 39 47 47 16 2 43 1453 475 43 1212 1212 1213 1212 1213 1213 132 4
split_gain=0.181671 0.04523 0.0337044 0.0243738 0.0177361 0.0152952 0.0177146 0.0146 0.014783 0.0227254 0.0245679 0.034607 0.0170017 0.0164899 0.0145806 0.019987 0.0146968 0.0406385 0.0471085 0.0199 0.0202352 0.0162234 0.021339 0.0298521 0.018135 0.0178464 0.0169816 0.0250573 0.014549 0.0408755
threshold=0.10124500000000002 -0.39518999999999993 0.13707500000000003 0.088105000000000003 0.18019500000000002 0.10614000000000001 0.42642000000000008 -0.012544999999999999 1.0000000180025095e-35 -0.14989499999999997 -0.0080349999999999987 0.088575000000000015 0.10184000000000001 -0.04725999999999999 0.088915000000000008 0.092165000000000011 0.013515000000000001 0.084655000000000022 -0.070064999999999975 -0.07303999999999998 -0.085754999999999984 0.0034250000000000005 -0.014129999999999998 -0.087464999999999987 -0.087049999999999975 -0.16927999999999996 -0.13252999999999998 -0.082144999999999982 -0.083284999999999984 -0.083249999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -5 -1 12 10 -10 -12 13 -9 16 -16 21 18 -18 -19 -21 22 23 24 25 -15 -23 -28 29 -24
right_child=1 2 -4 5 -6 -7 -8 8 9 -11 11 -13 -14 14 15 -17 17 19 -20 20 -22 26 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021100319732256507 0.0049075151012356148 0.0022665300025774839 0.0010996652203333647 0.0037986445584609766 0.0018898929652225759 0.0058426432145227284 0.00097608026979422141 0.0018470459030747106 0.006558882660335965 0.0084422354078428317 0.0010211027167055622 0.006391313015705064 0.0031427827018957869 0.0047067677816621176 0.0083761543478994144 0.0049500168688569428 -0.0014076684344688367 0.0012910758555378943 0.0049009424156975 0.0067713372340864122 0.0041759904876340981 0.0058676996355643499 0.0045633179033631741 0.0093456876189024606 0.0028141480344145197 0.0081068336318891789 0.00050261179795083792 0.0039400112903315273 0.0044922075722381152 0.009805955076590182
leaf_weight=27 78 353 161 126 28 28 27 24 45 22 28 21 104 38 21 90 29 21 20 34 258 40 58 22 23 26 23 272 1054 20
leaf_count=27 78 353 161 126 28 28 27 24 45 22 28 21 104 38 21 90 29 21 20 34 258 40 58 22 23 26 23 272 1054 20
internal_value=0 0.00262418 0.00236793 0.0027503 0.00439165 0.0036938 0.00330054 0.00442184 0.00444906 0.00554903 0.0048719 0.00332262 0.00439045 0.00445305 0.00448357 0.00559821 0.00441973 0.00384514 0.00116727 0.00426436 0.00447819 0.00455171 0.00471841 0.00605473 0.00522253 0.00608804 0.00393418 0.00367201 0.00458973 0.00590758
internal_weight=0 773 695 534 2348 181 153 2320 2293 116 94 49 2177 2073 2049 111 1938 362 49 313 292 1576 1241 109 87 64 335 295 1132 78
internal_count=3121 773 695 534 2348 181 153 2320 2293 116 94 49 2177 2073 2049 111 1938 362 49 313 292 1576 1241 109 87 64 335 295 1132 78
is_linear=0
shrinkage=0.1


Tree=9317
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 2 4 4 124 11 2 1 4 3 11 43 10 2 0 1 2 16 4 3 13 12 151 4 457
split_gain=3.96391 0.689312 0.36204 0.354018 0.265044 0.162465 0.160936 0.15026 0.131638 0.122264 0.110922 0.0980317 0.0848053 0.0856429 0.0827592 0.0588481 0.0717113 0.0519024 0.0664832 0.0512071 0.0476281 0.0469638 0.0446599 0.0442722 0.0427952 0.0413559 0.0412734 0.0385686 0.0354896 0.0350959
threshold=0.104035 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.14285500000000004 0.27834500000000006 0.17025000000000004 0.40945500000000007 0.40124500000000002 -0.080389999999999989 1.0000000180025095e-35 0.089885000000000007 0.088975000000000012 -0.081114999999999979 0.30112000000000005 0.078340000000000007 -0.20207499999999998 -1.0000000180025095e-35 0.10613000000000002 -0.036484999999999997 0.091450000000000017 0.12358500000000001 -0.11118499999999999 -0.49405499999999997 -0.11171999999999999 -0.0062949999999999994 0.090285000000000018 -0.084129999999999996 -0.013514999999999998 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 10 7 14 28 29 11 20 23 -14 19 -12 -17 -2 -19 21 -1 -3 -8 -13 -25 -9 27 -26 -5 -4
right_child=1 6 9 8 -6 -7 22 25 -10 -11 15 12 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0004294052972642944 0.00017843489829439608 0.00036359714721542557 0.00020261251799810946 0.0004192765918966826 0.00025292504569464082 0.00025196701930542078 0.00012286911728622504 0.00012498000904553376 0.00025514501953074911 0.00039854134623409985 0.00054790943520131451 0.00047511837853426271 0.00040832381431423517 0.00025681855017775851 0.00013870164878226887 0.0003437233422414911 0.00047339625982497431 0.00032808914954098414 0.00023854464850598644 0.00018821530359084993 0.0003969089862267433 0.00025406162141185283 9.7811464585509958e-06 0.00033870704722504657 0.00050421683466370733 0.00020434575193242581 0.00039316924038505541 0.00041721925712360423 0.00035430241815060721 0.00029261688443205916
leaf_weight=1125 39 27 36 73 39 23 29 98 35 28 30 31 26 32 22 20 91 40 157 20 205 34 25 42 22 34 470 179 58 31
leaf_count=1125 39 27 36 73 39 23 29 98 35 28 30 31 26 32 22 20 91 40 157 20 205 34 25 42 22 34 470 179 58 31
internal_value=0 0.00024008 0.000408385 0.000292589 0.000413212 0.000415935 0.00016704 0.00018922 0.000361969 0.00028973 0.000417594 0.000414072 0.00039695 0.000324735 0.000245349 0.000470857 0.000450032 0.000243788 0.000256726 0.000274315 0.000424396 0.000302545 7.05136e-05 0.000402579 0.000399425 0.000145423 0.000403226 0.000426741 0.000390509 0.000244256
internal_weight=0 691 2430 402 2335 2296 289 235 166 95 2273 2132 802 58 103 141 111 236 197 81 1330 61 54 744 713 132 671 201 131 67
internal_count=3121 691 2430 402 2335 2296 289 235 166 95 2273 2132 802 58 103 141 111 236 197 81 1330 61 54 744 713 132 671 201 131 67
is_linear=0
shrinkage=0.00196078


Tree=9318
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 2 2 1 0 4 4 1 1 47 16 47 12 0 3 14 12 475 0 4 160
split_gain=10.1569 1.65839 0.990624 0.893515 0.586115 0.502797 0.318795 0.298619 0.268949 0.224217 0.221499 0.216374 0.177595 0.244271 0.149339 0.145001 0.206776 0.11391 0.109448 0.111363 0.0895039 0.0835884 0.0788047 0.0761481 0.0755494 0.0733339 0.0714972 0.0682792 0.0678714 0.0623821
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.13082500000000002 0.14960000000000004 0.092845000000000025 0.062655000000000016 0.11474000000000002 0.14838000000000004 0.085345000000000018 -0.098289999999999975 0.27834500000000006 -0.013125 0.093100000000000002 0.075045000000000014 0.078875000000000015 -0.091354999999999978 0.090100000000000013 0.090285000000000018 -0.066689999999999985 -0.010424999999999999 -0.23083499999999998 0.10061500000000002 -0.088274999999999978 -0.046359999999999991 0.04735000000000001 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 11 15 -5 12 25 14 26 18 -4 17 21 27 19 -14 24 28 -15 -16 -3 -6 -1 -7 -17 -25
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 -13 13 22 23 16 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00055732029981012511 0.00061363121446594978 0.00039315774895148979 0.00033836917310778542 0.00055400565578530691 0.00060677814646122963 0.00060504973595605399 0.00038909566083801571 0.00036965442783105132 0.00034005607703752294 0.00075303914236313631 0.00033403573941220252 0.00011333082997162734 0.00032519487134527925 0.00062716554785086434 0.00026832608971967472 0.00067932699702226461 0.00039847536280361654 0.00066549209279882955 0.00059977669367298342 0.00052525256454741352 0.00041764703442564484 0.0005452047953234425 0.00052579486167387049 0.00025342677978156995 0.00029048734663570172 0.00048877249051835028 0.00065008026041724325 0.00053222625983900416 0.00057714332536507322 0.00012714864854617135
leaf_weight=33 76 33 41 37 41 231 37 26 58 62 24 84 20 375 41 38 30 102 23 23 33 203 32 21 167 40 1001 63 73 53
leaf_count=33 76 33 41 37 41 231 37 26 58 62 24 84 20 375 41 38 30 102 23 23 33 203 32 21 167 40 1001 63 73 53
internal_value=0 0.000340378 0.00030661 0.00060979 0.000377851 0.000617373 0.000219681 0.000576194 0.000423384 0.000637478 0.000499482 0.000193563 0.000632723 0.000601252 0.000236765 0.000583451 0.000554002 0.000609033 0.0004906 0.000432202 0.000323038 0.000568861 0.000619195 0.000200541 0.000307428 0.000548504 0.00064712 0.000589445 0.000612125 0.000162984
internal_weight=0 691 615 2430 338 2335 277 766 95 1569 105 240 1507 473 156 740 344 396 66 43 233 314 407 115 200 81 1034 294 111 74
internal_count=3121 691 615 2430 338 2335 277 766 95 1569 105 240 1507 473 156 740 344 396 66 43 233 314 407 115 200 81 1034 294 111 74
is_linear=0
shrinkage=0.00196078


Tree=9319
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 4 49 457 1 1 40 4 159 0 2 1 1 16 47 2 3 0 52
split_gain=5.93235 0.94177 0.549212 0.455305 0.351401 0.31111 0.280503 0.257855 0.189893 0.176183 0.158746 0.129657 0.0961738 0.0862433 0.0725647 0.146815 0.0708653 0.0708436 0.0663834 0.0689852 0.0657064 0.0603495 0.0596992 0.0505895 0.047767 0.0432205 0.0397337 0.036871 0.0399198 0.0366581
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.09253500000000002 0.089885000000000007 0.062655000000000016 -0.062539999999999984 -0.054984999999999992 0.069910000000000014 0.084525000000000003 0.091450000000000017 -0.077714999999999992 0.04735000000000001 0.030370000000000005 -0.072894999999999988 0.31358000000000003 0.081315000000000012 0.12408500000000001 0.11346000000000002 0.090280000000000013 0.11411 -0.14186499999999996 -0.030209999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 17 10 -8 -4 11 16 -10 -2 18 -16 -1 -3 19 27 -21 -6 -22 -14 -7 -15 -5 -12 -29 -20
right_child=1 4 9 26 21 24 8 -9 12 -11 14 -13 23 25 15 -17 -18 -19 29 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00048227253185888078 0.00030718327564237366 0.00019317521806568136 0.00042487652693051233 0.00029281370731350643 0.0001256897197017815 0.00024854332225489936 0.00036543814354483514 0.00026275634064089532 0.00035484240103161055 0.0002497353437688541 0.00049414061086136844 0.00057003499761139613 0.00023717649696467844 0.00047678927991078301 0.00045893996730532748 0.00025337054684705066 0.00044304049424270569 8.6552003722674411e-05 0.00039639698520187985 0.00057879670494410832 0.00038671414751340359 1.9126693794561975e-05 0.00053821459485619682 0.00015810821230921558 0.00037268468522451778 0.00040260987293115483 0.00020381337176374659 0.00045272319127607661 0.00039011585490919927 0.00045040143376609445
leaf_weight=1127 23 46 34 30 84 26 54 24 22 63 74 59 120 58 34 22 210 50 112 35 20 27 20 42 22 63 54 438 43 85
leaf_count=1127 23 46 34 30 84 26 54 24 22 63 74 59 120 58 34 22 210 50 112 35 20 27 20 42 22 63 54 438 43 85
internal_value=0 0.000247851 0.000455714 0.000350323 0.000195348 0.000461679 0.000227113 0.000464936 0.000263201 0.000311125 0.000467065 0.00048008 0.000233197 0.000417246 0.000446488 0.000378181 0.00047611 0.000137642 0.000451114 0.000460937 0.000516753 9.9769e-05 0.000462464 0.000216677 0.000305441 0.000438167 0.000235599 0.000453395 0.000447126 0.000419698
internal_weight=0 673 2448 228 445 2351 334 2303 238 97 2279 1396 184 144 883 56 1337 96 827 630 75 111 40 162 48 121 84 555 481 197
internal_count=3121 673 2448 228 445 2351 334 2303 238 97 2279 1396 184 144 883 56 1337 96 827 630 75 111 40 162 48 121 84 555 481 197
is_linear=0
shrinkage=0.00196078


Tree=9320
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 4 2 43 14 1 2 4 2 52 1 43 1 1 2 14 16 52 0 15 47 3 3 13 49 0
split_gain=7.46805 1.20637 0.681103 0.545821 0.416745 0.386154 0.387569 0.277078 0.228222 0.205555 0.173836 0.145224 0.138979 0.122671 0.114007 0.099242 0.0933354 0.0918805 0.0713287 0.0684907 0.0676652 0.0671794 0.0646493 0.17236 0.0633653 0.0517775 0.0592966 0.0597918 0.048775 0.0478345
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.40124500000000002 0.14122000000000004 -0.025214999999999998 0.062655000000000016 0.092845000000000025 0.092235000000000025 -0.029144999999999997 0.10497000000000002 0.048770000000000008 0.122715 -0.23714499999999997 0.091450000000000017 0.13869000000000004 0.13501500000000002 0.096015000000000017 0.0047850000000000011 -0.56176499999999996 -0.11173999999999999 -0.10469999999999999 0.10350500000000001 0.090900000000000009 1.0000000180025095e-35 -0.07743499999999999 0.12497000000000001 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 8 15 10 -4 16 -9 -13 -6 24 -3 22 -17 -5 -10 -14 -12 23 -1 -2 26 27 -23 -29 -25
right_child=1 4 9 18 13 -7 -8 11 19 -11 21 12 20 -15 -16 17 -18 -19 -20 -21 -22 25 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.00064101974774642483 0.00055775579278436458 0.00035093866121702169 0.00049433302969356413 0.00033263777347047473 7.3813335085175556e-05 0.00030465789110052817 0.00036070394480715865 0.00045564524242672113 0.00068765171099728379 0.00030850856151017878 0.00060266933365045558 0.00042624202130812835 0.00030234049288239029 0.00022262762727123504 0.00038657140709646168 0.00022787921172596692 0.00052282815287975825 9.8394763674221794e-05 0.00020450126857696083 0.00056400446520260008 0.00018834031775571283 0.00055092923503794974 0.00057098840739048054 0.00049491833577600813 0.00046111868000498006 0.00045690703958279022 0.00062373599001005586 0.00051329502112121219 0.00043122575417453167 0.00037589773658991735
leaf_weight=28 75 21 37 61 57 25 41 31 61 60 39 30 87 34 29 134 211 25 23 24 26 171 1207 37 40 48 22 387 30 20
leaf_count=28 75 21 37 61 57 25 41 31 61 60 39 30 87 34 29 134 211 25 23 24 26 171 1207 37 40 48 22 387 30 20
internal_value=0 0.000307186 0.000540407 0.000423164 0.000247764 0.00054705 0.000549655 0.000278187 0.000553046 0.00037939 0.000549194 0.000333981 0.000307607 0.000129414 0.000496438 0.000224252 0.000561063 0.00020752 0.000297553 0.00065274 0.00027611 0.000523599 0.000567308 0.000515041 0.000524143 0.000518913 0.000523792 0.000520052 0.000507391 0.000453157
internal_weight=0 673 2448 228 445 2351 2326 354 2285 97 2200 174 143 91 144 180 1503 159 84 85 113 697 1292 85 115 658 610 588 417 57
internal_count=3121 673 2448 228 445 2351 2326 354 2285 97 2200 174 143 91 144 180 1503 159 84 85 113 697 1292 85 115 658 610 588 417 57
is_linear=0
shrinkage=0.00196078


Tree=9321
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 14 2 1 4 457 1 1 2 47 52 2 4 2 47 16 2 4 0 52 15 13 0 1429
split_gain=7.04567 1.1567 0.612509 0.488478 0.403571 0.358174 0.256435 0.203873 0.191313 0.186358 0.155704 0.121406 0.1152 0.114387 0.153494 0.0952802 0.0938206 0.0920168 0.076257 0.0777579 0.0758499 0.0725239 0.0640082 0.0600206 0.0519184 0.0485079 0.0465999 0.0449353 0.0432793 0.0425703
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099185000000000009 0.087735000000000021 0.062655000000000016 0.14122000000000004 0.077845000000000011 -0.17966999999999997 0.080930000000000016 0.122715 0.089770000000000016 0.090425000000000019 0.078345000000000012 0.048770000000000008 -0.0091949999999999983 -0.55119499999999988 0.088850000000000012 0.10350500000000001 -0.0094449999999999968 0.11411 0.018150000000000003 0.14486500000000005 0.047850000000000011 -0.41942499999999994 -0.47860499999999995 -0.010949999999999998 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 10 13 11 -4 -3 23 20 18 17 -8 27 -15 -1 29 -2 -12 -5 24 -7 -25 -24 -6 -10 -20
right_child=1 4 9 22 16 8 15 -9 28 -11 21 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066408701693199145 0.00054639810002317618 0.0004821911436852579 0.00050764153307142042 0.00036624290986485731 0.0001225646639594712 0.00053187526464383312 0.00018716528462428672 0.00064325454876488087 0.00041735340518499512 0.00031797723025141764 0.00032516416222779556 0.00035994758333377788 0.00037133301588743823 0.00039934413928382941 0.00035826016728784525 0.00030423247254310733 0.00020575831158703244 0.00052857866070844079 0.00055888186145643137 0.00052595300482365147 0.00044066871972937209 0.00023732391497215504 0.00030676217106164025 0.00044897480686595538 0.00043400896257400916 0.00052185864347993464 0.00019124408592196071 1.105858536902815e-05 0.00028990421480700081 0.00050117092096102099
leaf_weight=21 75 20 28 30 33 222 125 76 21 69 124 24 29 23 25 34 34 268 894 525 40 51 29 104 23 53 25 24 20 52
leaf_count=21 75 20 28 30 33 222 125 76 21 69 124 24 29 23 25 34 34 268 894 525 40 51 29 104 23 53 25 24 20 52
internal_value=0 0.00029889 0.000525419 0.000412455 0.000240704 0.000531719 0.000270642 0.000543769 0.000483108 0.000372726 0.000318296 0.000495421 0.000481773 0.000539587 0.000505698 0.000212199 0.00012424 0.000518364 0.000546764 0.000545089 0.000509623 0.000299565 0.000293625 0.000503508 0.000522688 0.000473579 0.000253282 7.56147e-05 0.000355183 0.00055571
internal_weight=0 673 2448 228 445 2351 354 1884 467 97 195 426 144 1808 316 159 91 291 1492 1471 115 175 84 402 245 157 54 57 41 946
internal_count=3121 673 2448 228 445 2351 354 1884 467 97 195 426 144 1808 316 159 91 291 1492 1471 115 175 84 402 245 157 54 57 41 946
is_linear=0
shrinkage=0.00196078


Tree=9322
num_leaves=31
num_cat=0
split_feature=1 52 3 4 2 39 50 2 123 12 2 159 483 52 1 1 1 2 15 47 49 131 15 16 4 4 11 1 2 52
split_gain=0.321687 0.0677222 0.0452831 0.0345333 0.0299507 0.0283262 0.0225873 0.019675 0.0198965 0.0187201 0.0223554 0.0181922 0.0207756 0.0174131 0.0235437 0.0221132 0.020798 0.0171963 0.0171302 0.016844 0.0155723 0.0175767 0.0168044 0.0215969 0.0290231 0.0153062 0.0152634 0.0159468 0.0267686 0.0225715
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.40124500000000002 0.092235000000000025 0.087735000000000021 0.10616500000000001 0.15109000000000003 1.0000000180025095e-35 -0.42850999999999995 0.15950500000000004 0.0089800000000000019 -0.06916499999999999 -0.56368999999999991 0.089770000000000016 1.0000000180025095e-35 0.097115000000000021 0.10882500000000002 0.13592500000000005 0.078345000000000012 -0.088694999999999982 0.096070000000000016 -0.46471999999999997 -0.0094449999999999968 0.024790000000000003 0.40945500000000007 0.080455000000000013 0.086920000000000011 0.087675000000000017 0.31359500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 26 6 20 8 11 -4 -11 13 -13 -6 15 18 -16 -14 -15 -7 -3 22 -22 25 -25 -24 27 29 -29 -1
right_child=1 2 9 -5 7 19 -8 -9 -10 10 -12 12 17 14 16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0063031849560408306 0.005946081052016881 0.0057480301081748869 0.0029749145225754807 0.0018323009653778918 0.008058818361975929 0.0018509298464466286 0.0056965595527736735 0.0022878392781075538 0.0033973000032153536 0.0013825083994838086 -0.0024932415356901899 0.0040968389064073565 0.0080783989522185736 0.0053810960255608756 0.00081762570718472657 0.0084925946313887841 0.0049263377175001169 0.0048261593617055388 0.0025876559228535097 0.0043323098216205835 0.005111815708223731 0.0060236195102334024 0.0042378927675438011 0.002948807850957681 -0.0013644916112892905 0.002214955528097562 0.0081279960594006963 0.0056963280944437519 0.0023842489436412088 0.003992668377263313
leaf_weight=1082 90 29 35 22 22 140 58 21 47 46 22 25 72 482 22 22 28 21 23 34 35 22 90 39 26 64 35 397 26 44
leaf_count=1082 90 29 35 22 22 140 58 21 47 46 22 25 72 482 22 22 28 21 23 34 35 22 90 39 26 64 35 397 26 44
internal_value=0 0.00337762 0.00301643 0.00577597 0.00581259 0.00338482 0.00388766 0.00530751 0.00539051 0.00109579 0.000128589 0.00552117 0.00665606 0.0052976 0.00519232 0.00538907 0.0031185 0.00734402 0.00525387 0.0023358 0.00354367 0.00331206 0.0030772 0.00275203 0.00122349 0.00339719 0.0060629 0.00601624 0.00549275 0.0062129
internal_weight=0 730 640 2391 2369 537 363 785 764 103 68 717 118 599 577 527 50 93 505 174 305 276 254 219 65 154 1584 1549 423 1126
internal_count=3121 730 640 2391 2369 537 363 785 764 103 68 717 118 599 577 527 50 93 505 174 305 276 254 219 65 154 1584 1549 423 1126
is_linear=0
shrinkage=0.1


Tree=9323
num_leaves=31
num_cat=0
split_feature=1 1 16 457 2 3 10 34 2 124 42 13 123 13 0 12 43 3 13 12 4 0 157 475 16 15 1375 1186 393 131
split_gain=0.26083 0.060694 0.0403643 0.0272266 0.029371 0.0251307 0.0230806 0.0231017 0.0211453 0.0211793 0.0265297 0.0204804 0.0204672 0.0229825 0.0183736 0.0300264 0.0175945 0.0221856 0.0174061 0.0155705 0.0213057 0.0272446 0.0251761 0.0186559 0.0274245 0.0189287 0.0177634 0.0175911 0.042715 0.0151636
threshold=0.10124500000000002 0.12337000000000002 0.5136400000000001 0.079590000000000008 0.10855000000000002 -0.014944999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.15109000000000003 -0.076779999999999987 -0.0041849999999999986 0.00084500000000000016 0.12294500000000001 -0.28558999999999996 -0.019414999999999998 -0.083994999999999986 -0.070064999999999975 0.11924500000000002 -0.061684999999999997 0.090285000000000018 0.033845000000000007 -0.092404999999999973 -0.08107499999999998 -0.06562999999999998 0.19444000000000003 -0.069954999999999989 -0.16449999999999998 0.062435000000000011 1.0000000180025095e-35 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 29 14 -8 9 10 -1 16 13 -9 15 -3 -6 18 -18 26 21 -21 -23 -24 -25 -26 -11 -28 -29 -2
right_child=1 6 -4 -5 11 -7 7 12 -10 19 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=0.0055360056137522826 0.0061779354880426955 0.0042314522899687288 0.0059593021307516947 0.0016987663702916747 0.0014460802954346993 0.0027346951243163529 -0.00053224609861069405 0.0014594046254106533 0.0020590553924973525 0.0033543745068380158 0.00191397521439718 -0.00020958219327440021 -0.00013917148434778765 0.0039154327716753486 -0.0019250224946755106 -0.00078820513640843841 0.0034486564087935472 0.0023935841704304846 0.0073053761660121386 0.0073154276702553037 0.0038728878994022612 0.0025538861189628595 0.0069864502270670179 0.0052466443600889708 0.0053247181718926069 0.0017244323604973034 0.0056471064974115762 0.0071256608657893688 0.0011594342329772189 0.0039077729105742439
leaf_weight=39 85 22 73 76 39 49 23 55 21 37 42 20 21 124 23 26 22 45 25 56 146 39 52 526 23 40 1278 21 28 45
leaf_count=39 85 22 73 76 39 49 23 55 21 37 42 20 21 124 23 26 22 45 25 56 146 39 52 526 23 40 1278 21 28 45
internal_value=0 0.00310022 0.00379443 0.00340518 0.00379817 0.00466466 0.00196918 0.00246913 0.00521803 0.00524654 0.00365792 0.002771 0.00281429 0.00316079 0.000398917 0.00151247 0.00322606 0.00398061 0.0055001 0.00530383 0.0049764 0.0051953 0.0050207 0.00517079 0.00501049 0.00303882 0.00551555 0.00557581 0.00371639 0.00539211
internal_weight=0 773 479 406 330 179 294 223 2348 2327 81 151 200 179 71 48 131 92 47 2246 882 736 680 641 589 63 1364 1327 49 130
internal_count=3121 773 479 406 330 179 294 223 2348 2327 81 151 200 179 71 48 131 92 47 2246 882 736 680 641 589 63 1364 1327 49 130
is_linear=0
shrinkage=0.1


Tree=9324
num_leaves=31
num_cat=0
split_feature=1 4 150 2 133 0 3 13 44 124 39 0 16 42 16 13 133 130 43 4 4 3 403 1453 52 43 1447 402 13 12
split_gain=0.211272 0.0510351 0.0343069 0.0289101 0.0221559 0.0187925 0.0182249 0.0186895 0.0174811 0.0177731 0.0172845 0.0152731 0.0161743 0.0150387 0.0175495 0.016738 0.0368013 0.07336 0.0199605 0.030503 0.0171332 0.0343442 0.0312339 0.0231262 0.0168026 0.0172382 0.0160297 0.025024 0.0148469 0.0208918
threshold=0.10124500000000002 0.26790000000000008 1.0000000180025095e-35 0.25063000000000007 0.085635000000000003 0.22582000000000002 -0.13309499999999996 1.0000000180025095e-35 0.081805000000000017 -0.076779999999999987 0.11305000000000003 -0.13843999999999998 -0.020119999999999996 0.11649000000000002 -0.066924999999999985 0.038215000000000006 -0.0042999999999999991 0.090185000000000015 -0.14386499999999997 -0.27825499999999997 -0.082769999999999982 0.092670000000000016 -0.53101999999999994 -0.092059999999999989 0.10160000000000001 -0.0090299999999999981 -0.085684999999999997 0.10842 -0.28558999999999996 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 6 10 8 -3 -8 9 -1 11 12 -2 15 -15 20 17 -17 -18 -20 24 22 -22 -24 26 -26 -11 -28 -13 -30
right_child=1 3 -4 -5 -6 -7 7 -9 -10 13 -12 28 -14 14 -16 16 18 -19 19 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0031924655170817128 0.0049025527245941617 0.0035341068174339074 0.0020959391788469869 -0.0014996629285936557 0.0021289022020794745 0.0016439819149672984 0.0019726410120470836 -0.0010895129187371243 0.0075945988919730078 0.0077552891957263156 0.001574936993420124 0.0024020814802497626 0.0010226009709929879 0.00456772551399916 0.0022445902347681115 -0.0027041705754031267 0.0056467763854223972 0.0047507438148992756 0.0071841886523179715 0.0028285770640117912 0.0018010390072242554 0.0019024346273665022 0.0015408161282539367 0.0049671938270054311 0.0094833122193813332 0.0056394047764894949 0.0053015576235195937 0.0018186661076139321 0.0068040216896527762 0.0045339288113638758
leaf_weight=76 21 69 127 24 51 20 212 22 21 24 20 20 22 93 50 22 105 33 20 82 33 41 20 1307 20 28 331 22 60 125
leaf_count=76 21 69 127 24 51 20 212 22 21 24 20 20 22 93 50 22 105 33 20 82 33 41 20 1307 20 28 331 22 60 125
internal_value=0 0.0027902 0.00348595 0.00184126 0.00403933 0.00469623 0.00210589 0.00168475 0.00472245 0.0046963 0.00440289 0.00463095 0.00291746 0.00474753 0.00375544 0.00481548 0.00406802 0.00176878 0.00467893 0.00368262 0.00492272 0.00475401 0.00483998 0.00491555 0.00547888 0.00724103 0.00525452 0.00508449 0.00499036 0.00527018
internal_weight=0 773 446 327 319 2348 303 234 2328 2307 268 248 43 2231 143 2088 262 55 207 102 1826 1401 1360 1327 425 48 377 353 205 185
internal_count=3121 773 446 327 319 2348 303 234 2328 2307 268 248 43 2231 143 2088 262 55 207 102 1826 1401 1360 1327 425 48 377 353 205 185
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=31
num_cat=0
split_feature=1 123 4 3 2 1 159 1 14 2 457 1 2 2 1 42 12 4 43 2 48 4 14 399 52 16 52 12 2 43
split_gain=6.01535 0.681533 0.67934 0.514354 0.386524 0.271365 0.20055 0.19036 0.174761 0.16865 0.193582 0.101844 0.108716 0.116333 0.0962321 0.0953691 0.0732691 0.0892354 0.0703356 0.0936514 0.0659187 0.0633209 0.0588931 0.0535729 0.0509141 0.0503487 0.0478477 0.047714 0.0427246 0.0424095
threshold=0.10752500000000002 1.0000000180025095e-35 0.27287000000000006 -0.063814999999999997 0.10045500000000002 0.13075500000000004 0.082585000000000006 0.09253500000000002 0.076975000000000002 0.14122000000000004 0.080930000000000016 0.089625000000000024 -0.0091949999999999983 0.090425000000000019 0.15964000000000003 -1.0000000180025095e-35 0.091325000000000003 -0.51843499999999987 -1.0000000180025095e-35 0.11177500000000001 0.11926500000000002 0.053925000000000008 -0.41076499999999994 0.091580000000000009 0.0031350000000000002 0.51222500000000004 -0.53964499999999982 -0.040564999999999997 0.088930000000000023 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 26 8 22 15 -3 11 10 21 16 -13 -14 -7 -5 17 -1 -17 -20 -21 -6 -4 -18 25 -23 -2 -24 -19 -9
right_child=2 7 5 6 9 14 -8 29 -10 -11 -12 12 13 -15 -16 18 23 28 19 20 -22 24 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062320892186088351 0.00050110217256873265 0.00044139303909367615 0.00030279476236154309 0.00041721560266199341 0.00046533403912268472 0.00014776365333670082 0.00015916434194349142 0.00029341775920054241 0.0005815563472657421 0.00030660591084226814 0.00029581436713364709 0.00033535634146525796 0.00047742604028038111 0.00035456151956613755 2.2102982099240415e-05 0.00021269804177184899 0.00046117597451047283 0.00050358021878699893 0.00041829657453691682 0.00018713719795878026 0.00032666077304728861 0.00034096713349204491 0.0001504664142216865 0.00056568760790076905 0.00046044918967514526 0.0004513491839900905 0.00040156146715092725 0.00024759986859722446 0.00047471950439454704 0.00019009329002945364
leaf_weight=22 24 34 45 21 292 122 59 56 75 41 34 27 290 33 29 45 330 882 22 23 30 47 29 20 49 24 82 59 254 21
leaf_count=22 24 34 45 21 292 122 59 56 75 41 34 27 290 33 29 45 330 882 22 23 30 47 29 20 49 24 82 59 254 21
internal_value=0 0.000469431 0.000249577 0.000313675 0.000476322 0.000180514 0.000255151 0.000319196 0.000488761 0.000426953 0.000438016 0.000485015 0.000454882 0.000464873 0.00012363 0.000295315 0.000492009 0.000499523 0.000273983 0.000310753 0.000266113 0.000449751 0.000245095 0.000467148 0.000411832 0.000378279 0.000424099 0.00021559 0.000497127 0.000265238
internal_weight=0 2531 590 306 2420 284 200 111 1933 487 446 1858 350 323 151 141 1508 1158 120 75 53 412 133 350 120 71 106 88 1136 77
internal_count=3121 2531 590 306 2420 284 200 111 1933 487 446 1858 350 323 151 141 1508 1158 120 75 53 412 133 350 120 71 106 88 1136 77
is_linear=0
shrinkage=0.00196078


Tree=9326
num_leaves=31
num_cat=0
split_feature=1 1 4 10 12 0 51 39 402 2 4 14 34 13 457 132 52 147 0 12 49 160 49 52 14 42 52 41 48 4
split_gain=0.202561 0.0486328 0.0311116 0.0293307 0.0262741 0.0230021 0.0215079 0.0214686 0.0279108 0.0212597 0.0307153 0.0217812 0.0185571 0.019629 0.0174233 0.0181412 0.0247301 0.0162781 0.015685 0.0156141 0.0153875 0.0147182 0.0143853 0.0159095 0.0172242 0.0132116 0.0121682 0.0118661 0.01304 0.0242651
threshold=0.11690500000000002 0.095950000000000021 -0.021294999999999998 -0.079859999999999987 -1.0000000180025095e-35 -0.052984999999999997 -0.40274499999999996 0.10226500000000001 0.09388500000000001 0.10644500000000001 -0.069389999999999993 0.062655000000000016 -0.021334999999999996 -0.14819499999999997 0.045365000000000009 0.081465000000000024 -0.089199999999999988 0.089365000000000014 -0.076899999999999982 -1.0000000180025095e-35 -0.006494999999999999 -0.24213499999999996 0.14233500000000002 -0.065544999999999978 -0.072219999999999993 -0.021469999999999996 0.039215000000000007 0.089785000000000018 0.090545000000000014 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 5 -3 -2 -5 8 12 11 -11 17 -8 19 15 16 -4 27 26 -14 -6 -18 23 -15 -25 -23 -12 28 29 -1
right_child=3 2 14 6 20 -7 7 -9 -10 10 18 -13 13 22 -16 -17 21 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0064649436228415543 0.0014446586988924538 0.001762396619305946 0.006716203090289365 0.0050355528998706073 0.006947749473329168 -0.0027646973457497856 0.00053005827157276452 0.00050895448814062823 -0.00077892659313004951 0.00069940914399921903 0.00070537383379858174 0.0063164206977873345 0.0038959027024074683 0.0026176432021202348 0.0016117754366580181 0.00053954124450683594 0.0057337799103974949 0.0024249485193649891 0.0045460103369080766 0.0004819110356874188 0.0045203589220837899 0.0050404983446205734 0.0018757220405084944 0.0074828820438900337 0.0041902444047972245 0.002544834909661274 0.0041095959820917679 0.0026568651565217548 0.0039208305504546351 0.0047297899522471439
leaf_weight=85 34 30 23 27 32 21 29 67 23 29 21 83 21 32 78 21 21 32 187 37 142 25 27 24 47 140 21 28 179 1555
leaf_count=85 34 30 23 27 32 21 29 67 23 29 21 83 21 32 78 21 21 32 187 37 142 25 27 24 47 140 21 28 179 1555
internal_value=0 0.00441627 0.00353772 0.00197728 0.00449554 -0.00016255 0.00232964 0.00209166 0.0025335 0.00461889 0.00376551 0.0047311 0.00288459 0.00324779 0.00290331 0.00334131 0.00362283 0.00466108 0.00415379 0.00171801 0.00496678 0.00324032 0.00393031 0.00446889 0.00530325 0.00292297 0.00240748 0.00469982 0.00473127 0.00481972
internal_weight=0 2732 512 389 204 55 334 307 240 2220 258 1962 217 188 308 230 209 1879 229 58 174 186 130 103 71 165 42 1847 1819 1640
internal_count=3121 2732 512 389 204 55 334 307 240 2220 258 1962 217 188 308 230 209 1879 229 58 174 186 130 103 71 165 42 1847 1819 1640
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 4 14 1 2 2 34 1 13 1 2 2 150 31 52 1 2 47 4 14 4 1 15 49
split_gain=6.06433 0.967117 0.611463 0.560444 0.359277 0.264987 0.230865 0.204685 0.188552 0.160255 0.158806 0.157956 0.167356 0.0926137 0.0919923 0.0729169 0.0696665 0.0924592 0.0863203 0.0610675 0.0607927 0.0801134 0.105229 0.0600923 0.0554355 0.0532788 0.0522349 0.048699 0.0485414 0.0462338
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.12958500000000003 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.13754500000000003 -1.0000000180025095e-35 0.091450000000000017 -0.016469999999999995 0.14089500000000002 0.10855000000000002 -1.0000000180025095e-35 0.076925000000000007 -0.077289999999999984 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.10350500000000001 0.41816000000000003 0.096015000000000017 0.0061450000000000003 0.16175000000000003 -1.0000000180025095e-35 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 6 11 8 23 10 -5 13 12 19 -1 24 -7 17 -2 -19 -3 -12 26 -23 -4 -14 -10 -22 -13 -24 -11
right_child=1 5 7 9 -6 15 -8 -9 25 29 20 27 14 -15 -16 -17 -18 18 -20 -21 21 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051916076940888248 0.00025583448162411941 0.00019238515003333647 0.00051297548375130999 0.00045315862744466551 0.00032885920620079036 0.00039608515318842924 0.0003089502885986387 0.00030045971119155486 0.00062367436513472351 0.00034008944721669804 0.00054807574076330473 0.00013439393348661162 0.00029600294005564028 0.0004743108591438731 0.00034738205112096318 0.00023987975782160099 0.0002541573889181682 0.00046258014031485016 0.00029205608535575373 4.7885854502239495e-05 0.00049102224808731266 0.00028996912397298162 0.00038656640432628927 0.00042500429826486754 0.00016440913724877378 0.00051461922349499574 0.00045569016668490185 2.9640449132738993e-05 0.00051401590275089199 0.00023384069973675936
leaf_weight=1127 40 22 72 34 48 27 24 32 61 31 45 91 20 210 33 20 143 25 21 23 510 20 20 51 32 24 235 21 27 32
leaf_count=1127 40 22 72 34 48 27 24 32 61 31 45 91 20 210 33 20 143 25 21 23 510 20 20 51 32 24 235 21 27 32
internal_value=0 0.000280568 0.000345051 0.000490731 0.000496757 0.000194889 0.000500256 0.000440156 0.000502271 0.000344671 0.000498761 0.000168723 0.00021522 0.000512116 0.000266409 0.000329615 0.000280679 0.00032478 0.000384732 0.00011853 0.000477924 0.000474037 0.000409092 0.0004765 0.000215022 0.000592882 0.000479877 0.000114753 0.000459782 0.000286122
internal_weight=0 673 384 2448 2351 289 2303 155 2279 97 2194 242 130 1337 85 47 229 86 46 45 857 812 67 123 52 85 745 112 47 63
internal_count=3121 673 384 2448 2351 289 2303 155 2279 97 2194 242 130 1337 85 47 229 86 46 45 857 812 67 123 52 85 745 112 47 63
is_linear=0
shrinkage=0.00196078


Tree=9328
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 1 2 47 0 47 1 4 1 150 4 0 160 3 159 150 2 1 3 133 3 1 4
split_gain=6.12959 1.02063 0.527494 0.415816 0.349701 0.321927 0.228206 0.168288 0.168064 0.147714 0.117852 0.116881 0.207807 0.178659 0.100059 0.097563 0.0965057 0.0784671 0.0909588 0.0781711 0.0705109 0.0669754 0.0682002 0.0673809 0.0636049 0.0606748 0.0578321 0.057065 0.0936256 0.0436936
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.062655000000000016 0.17025000000000004 0.092845000000000025 0.14285500000000004 0.13082500000000002 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.122715 1.0000000180025095e-35 -0.55119499999999988 -0.076579999999999995 0.085130000000000011 -0.12711499999999995 0.08154500000000002 1.0000000180025095e-35 0.11263500000000001 0.13075500000000004 0.31370500000000007 -1.0000000180025095e-35 0.076840000000000006 0.13075500000000004 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 21 6 11 10 -4 16 25 12 13 -1 17 29 -7 -13 -19 -15 -20 22 23 -3 26 27 -5 28 -6 -2
right_child=1 4 8 24 7 9 -8 -9 -10 -11 -12 14 -14 19 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004812969484236129 0.00051252919333238229 0.00040700894871763157 0.00044621356878805734 0.0002238502636312801 0.00024719647819699804 0.00046205868878785298 0.00060650673344100838 7.3228574513147272e-05 0.00027818743252021176 0.00032821818830350822 0.00030348287989236724 0.00062181738980526173 0.00058843620364962062 0.00026023886281381972 0.00044486403671688079 0.00034168770170296426 0.00034298405115797863 0.00051073344384016696 0.00037152060559567281 0.00040760445857749265 0.00048103019389010972 0.00022219321131528079 0.00026373879270528961 0.00027724474873028546 0.00018442014051187367 0.0001280005560702312 0.0003501745427202268 0.00026509921728432468 0.00012472879386607902 0.0004354306872106026
leaf_weight=58 50 40 37 22 42 400 76 50 60 39 35 22 30 31 112 29 28 1269 25 25 236 41 56 25 24 60 38 40 56 65
leaf_count=58 50 40 37 22 42 400 76 50 60 39 35 22 30 31 112 29 28 1269 25 25 236 41 56 25 24 60 38 40 56 65
internal_value=0 0.000272691 0.000483981 0.000379368 0.000218034 0.000489828 0.000501251 0.000176447 0.00034228 0.000443742 0.000198596 0.000496827 0.000443235 0.000405024 0.000501464 0.000443322 0.000454269 0.000505549 0.000503877 0.000326027 0.000470541 0.000290684 0.000313891 0.0003571 0.000269731 0.000180056 0.000303856 0.000202689 0.000177215 0.000468952
internal_weight=0 673 2448 228 445 2351 1884 283 97 467 233 1808 144 114 1664 144 428 1552 1530 56 261 162 121 65 84 198 60 138 98 115
internal_count=3121 673 2448 228 445 2351 1884 283 97 467 233 1808 144 114 1664 144 428 1552 1530 56 261 162 121 65 84 198 60 138 98 115
is_linear=0
shrinkage=0.00196078


Tree=9329
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 2 14 11 1 13 2 0 15 1 1 40 2 3 4 1 12 4 15 43 11
split_gain=13.8058 2.20141 1.1054 0.992481 0.822295 0.564323 0.508356 0.483958 0.472173 0.361591 0.311392 0.249521 0.172646 0.171062 0.161977 0.15847 0.152468 0.251717 0.106292 0.106094 0.0983757 0.0979013 0.0809995 0.078715 0.141328 0.0896298 0.0764731 0.0748344 0.0710026 0.069019
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 -1.0000000180025095e-35 0.09253500000000002 0.092235000000000025 0.10731 0.13712500000000002 0.062655000000000016 1.0000000180025095e-35 0.16175000000000003 -1.0000000180025095e-35 0.11704500000000001 -0.11173999999999999 -0.10469999999999999 0.13075500000000004 0.091450000000000017 -0.077714999999999992 0.094835000000000017 0.12745000000000004 -0.013125 0.086920000000000011 0.090285000000000018 0.061775000000000004 -0.053579999999999996 0.05259500000000001 0.08776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 6 8 20 21 11 26 12 16 23 -6 -11 -2 17 -4 -5 -18 -3 -1 -16 28 25 -25 -8 -23 -10 -14
right_child=1 4 5 18 13 -7 9 -9 10 14 -12 -13 29 -15 22 -17 19 -19 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0006258848273556336 0.00054834978271634286 0.00018622668725770615 0.00069296296153749739 0.00030214259456645557 8.5191733882537265e-05 0.00027113016640000479 0.00048369171827145573 0.00030007002377658562 0.00059830217364846463 0.00019213084709482903 0.00038761448834026069 0.00074107892829559593 0.0007155534840535884 -0.00011134228639106373 0.00026614993928649307 0.00036096222917823226 0.00062797054451281488 0.00046952488398688985 0.00014810775723567027 0.00057844181277215889 6.1279705707349024e-05 0.0005408840874830882 0.00040018858007389945 0.00060378478445738274 0.00037693191321986713 0.00052490453578561572 0.00035083321651569637 0.0003882697521666296 0.00053241745051976698 0.00059113857744176395
leaf_weight=26 131 47 28 61 90 20 31 67 234 102 38 64 40 21 52 20 1201 63 24 193 50 30 26 78 20 191 36 21 86 30
leaf_count=26 131 47 28 61 90 20 31 67 234 102 38 64 40 21 52 20 1201 63 24 193 50 30 26 78 20 191 36 21 86 30
internal_value=0 0.000274458 0.000588556 0.000428129 0.000194752 0.000599052 0.000242102 0.00042193 0.000601947 0.000289338 0.000560344 0.000621203 0.000570011 4.80096e-05 0.000243567 0.00052353 0.000616037 0.000538275 0.00025865 0.000621113 0.000121821 0.000527964 0.000310829 0.000559411 0.000535954 0.000547777 0.000412305 0.000478043 0.000580596 0.000662233
internal_weight=0 691 2430 236 455 2286 344 144 2266 247 717 1549 679 111 180 151 1485 91 85 1394 97 77 78 609 289 269 67 51 320 70
internal_count=3121 691 2430 236 455 2286 344 144 2266 247 717 1549 679 111 180 151 1485 91 85 1394 97 77 78 609 289 269 67 51 320 70
is_linear=0
shrinkage=0.00196078


Tree=9330
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 2 16 4 2 14 15 2 52 47 14 1 124 0 16 0 16 475 132 4 4 150
split_gain=12.0233 1.42747 1.25432 0.855136 0.752491 0.438369 0.431859 0.410104 0.335377 0.327405 0.254258 0.225694 0.219325 0.183312 0.172192 0.137732 0.137099 0.135662 0.14284 0.119593 0.157914 0.118939 0.148913 0.117865 0.116501 0.111523 0.107617 0.105731 0.0957991 0.0831528
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.085505000000000012 0.091545000000000015 -0.17966999999999997 0.40124500000000002 0.10855000000000002 -0.061854999999999993 0.033845000000000007 0.13754500000000003 0.076175000000000007 0.13592500000000005 -1.0000000180025095e-35 0.0046550000000000003 0.077555000000000013 0.062655000000000016 0.10124500000000002 -0.072314999999999977 -0.11173999999999999 -0.43320999999999993 -0.10011499999999998 -0.013024999999999998 -0.027234999999999995 0.08696000000000001 -0.0070899999999999991 0.50822500000000004 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 9 12 13 -6 27 17 -7 14 15 21 23 -3 19 18 24 20 -9 22 -4 -8 -1 -26 29 -5 -17 -2
right_child=1 5 6 8 7 10 11 16 -10 -11 -12 -13 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00056656947600490916 0.00041082490403286713 0.00020849356038859718 0.00068916880783914517 0.00070106339881487211 0.00068579110726505431 0.0002715301745812155 0.00079665461591645786 0.0003664515243063182 0.00039292445117916267 0.00045675735417409719 0.00049416687996948463 0.00057854423593983024 0.00014190370942709576 0.00082520455033069785 0.00049092589799520588 0.00042101376186482375 0.00057463695318633759 0.00077758339483982683 0.00079805791524111046 0.00035198451117052248 0.00057289402256892937 0.00070335684088014127 0.00048031312114377373 0.00066197675747194529 0.00054793219940335147 0.00071735987238568614 0.00022529040600227957 0.00056582072378563871 0.0002433342968716341 0.00031639776924714683
leaf_weight=75 103 65 35 46 28 41 26 28 29 34 38 154 102 46 22 28 21 34 20 74 29 1166 21 639 20 59 20 43 20 55
leaf_count=75 103 65 35 46 28 41 26 28 29 34 38 154 102 46 22 28 21 34 20 74 29 1166 21 639 20 59 20 43 20 55
internal_value=0 0.00035049 0.000661315 0.00044661 0.000563733 0.000253716 0.000680841 0.000467728 0.000576051 0.000635142 0.000378621 0.000646388 0.00020782 0.000703692 0.000661596 0.00026732 0.000427558 0.000664301 0.000642165 0.00040398 0.000471484 0.000699117 0.000610848 0.000667242 0.000621919 0.000674467 0.000360801 0.000635721 0.000346981 0.000377955
internal_weight=0 590 2531 296 422 294 2109 180 118 242 79 841 215 1268 687 113 152 208 174 131 57 1222 56 665 154 79 178 89 48 158
internal_count=3121 590 2531 296 422 294 2109 180 118 242 79 841 215 1268 687 113 152 208 174 131 57 1222 56 665 154 79 178 89 48 158
is_linear=0
shrinkage=0.00196078


Tree=9331
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 1 14 2 2 1 4 12 2 457 12 50 49 1 1 4 14 47 15 1 3 0 4 4
split_gain=21.5642 3.34988 2.15291 1.85124 1.39087 0.964744 0.664692 0.587505 0.557047 0.49724 0.496783 0.342185 0.287367 0.275674 0.268247 0.262572 0.226183 0.20713 0.197575 0.16797 0.164073 0.158101 0.126562 0.122647 0.116807 0.128725 0.114267 0.111166 0.101496 0.0949864
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 0.089625000000000024 -0.033174999999999989 0.085885000000000017 0.10497000000000002 0.080930000000000016 0.091325000000000003 0.041865000000000006 -0.017229999999999999 0.12873500000000002 0.13265500000000002 -0.51843499999999987 -0.46166999999999997 0.08265500000000002 -0.089964999999999976 0.14699000000000004 0.086245000000000016 -0.092759999999999995 -0.036839999999999991 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 9 8 18 -5 11 19 15 16 -11 23 -14 -7 21 24 -6 -3 22 -1 -16 -13 25 -4 -23 -15 -2 -28
right_child=1 2 17 7 6 10 -8 -9 -10 12 -12 13 14 27 20 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00094345502834269077 0.00077763488654996834 0.00025214031318842553 0.00014183630063245394 0.00067231156933094532 0.00045659613563400021 0.0006902288170617893 0.00032473539224072106 0.00035248701789651453 0.00092124662244843624 0.00052020813655662807 0.00044686641317477117 0.00051777596018811039 0.00049629973517913443 0.00059868758946072815 0.00042308036281240967 0.00045972556797970159 0.0007219261454433954 0.00020473884044251605 0.00067577867257390535 9.0901353289951482e-05 0.00011222491526175017 0.00077976995677340262 0.00027654436882520534 0.00070433426429243639 -8.5881656698380082e-05 -2.5292038659735946e-05 0.00077683127712650942 0.00073605348820479177 0.00062251077246627004 0.00060177281741923786
leaf_weight=22 50 46 37 34 21 380 44 63 79 27 39 42 25 25 27 20 350 30 64 54 20 1085 141 20 29 34 22 241 24 26
leaf_count=22 50 46 37 34 21 380 44 63 79 27 39 42 25 25 27 20 350 30 64 54 20 1085 141 20 29 34 22 241 24 26
internal_value=0 0.000333743 0.00028512 0.000730049 0.000347009 0.000741001 0.000520362 0.00046459 0.000760034 0.000281237 0.000658108 0.000753086 0.00032964 0.000695699 0.000305483 0.000678704 0.000765593 6.18432e-05 0.000621628 0.000165071 0.000280109 0.000778825 0.000300095 0.000577956 1.89745e-05 6.1803e-05 0.000775628 0.000723143 0.000727324 0.000682008
internal_weight=0 673 599 2448 469 2351 129 97 1912 340 439 1833 240 328 213 400 1505 130 85 100 188 1155 168 62 100 71 1133 266 74 48
internal_count=3121 673 599 2448 469 2351 129 97 1912 340 439 1833 240 328 213 400 1505 130 85 100 188 1155 168 62 100 71 1133 266 74 48
is_linear=0
shrinkage=0.00196078


Tree=9332
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 2 4 4 1 47 14 2 0 0 457 49 1 3 4 4 15 52 2 15 0 1 4 12 50
split_gain=11.5715 1.48054 1.24034 0.774313 0.730596 0.639374 0.407288 0.363649 0.351324 0.249031 0.234596 0.229896 0.192773 0.231232 0.181766 0.147043 0.141889 0.140175 0.139091 0.131828 0.12326 0.207408 0.112918 0.110536 0.109409 0.107727 0.0970643 0.0961578 0.0882302 0.0802177
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14285500000000004 0.097070000000000004 0.40945500000000007 -0.17966999999999997 0.12000500000000001 0.10019500000000002 0.076175000000000007 0.10444500000000002 -0.068189999999999987 -0.23194499999999998 0.045365000000000009 -0.012034999999999999 0.16175000000000003 -0.22605499999999998 0.052250000000000012 -0.064054999999999987 -0.03241999999999999 -1.0000000180025095e-35 0.099185000000000009 0.013270000000000002 -0.030209999999999997 0.083345000000000016 0.061775000000000004 0.087695000000000009 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 14 7 11 10 -6 -9 24 19 13 15 -1 -10 -2 29 -8 28 23 -22 -14 -16 -3 -20 -21 -12 -4 -7
right_child=1 5 6 -5 8 17 18 9 12 -11 27 -13 22 -15 20 -17 -18 -19 25 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00081100102361298288 0.00044584717300227459 0.00030219671993046742 0.00070367562129671542 0.00033705506392510279 0.00067331492288213676 0.00015191076457100818 0.00071157771175732465 0.00037345545330714044 0.00060040789723718707 0.00019278980005298427 0.0006062007668305512 0.00081234972493840713 0.00025515036499188616 0.00033171379817994659 0.00073178912067665047 0.00044909879179629784 0.00062807056662219263 1.0306997890788523e-05 0.00061932883626444229 0.00066011858211845913 0.00063083865867218374 0.00043077282793549366 0.00042374850669049636 0.00056026280583704223 0.00043414838872954289 0.00052111413167352054 0.00053805348043348274 0.00042929123389110586 0.00067339812915629229 0.00028260590851891278
leaf_weight=22 20 78 675 74 31 65 56 44 58 88 21 54 24 27 52 43 92 21 347 70 76 27 42 20 35 49 39 27 819 25
leaf_count=22 20 78 675 74 31 65 56 44 58 88 21 54 24 27 52 43 92 21 347 70 76 27 42 20 35 49 39 27 819 25
internal_value=0 0.000347936 0.000652866 0.000492696 0.000555829 0.000281289 0.000672282 0.000329301 0.000479489 0.000253012 0.000391849 0.000686514 0.000448517 0.0004929 0.00064302 0.000535989 0.000595531 0.000154557 0.000620111 0.000682275 0.000621902 0.000578394 0.00036244 0.000684143 0.000343067 0.000607176 0.000616444 0.000506689 0.000687078 0.000188215
internal_weight=0 590 2531 186 422 404 2109 293 225 132 161 1657 194 128 197 101 112 111 452 1603 175 103 66 72 113 396 109 48 1494 90
internal_count=3121 590 2531 186 422 404 2109 293 225 132 161 1657 194 128 197 101 112 111 452 1603 175 103 66 72 113 396 109 48 1494 90
is_linear=0
shrinkage=0.00196078


Tree=9333
num_leaves=31
num_cat=0
split_feature=1 12 2 4 3 43 150 31 2 12 43 49 4 39 0 39 4 16 52 15 16 160 2 12 1 41 12 0 159 159
split_gain=0.483747 0.0688225 0.0676186 0.0517151 0.0501778 0.0543928 0.0412506 0.0366151 0.0298478 0.0294629 0.0292564 0.0348093 0.0281342 0.0262485 0.0248187 0.021105 0.0194305 0.0203495 0.0192815 0.0251103 0.0191945 0.0315488 0.0190992 0.0235614 0.0189799 0.0172866 0.027344 0.0241873 0.0220585 0.0246879
threshold=0.10920500000000001 0.051320000000000005 0.14285500000000004 0.27287000000000006 0.11924500000000002 -0.074359999999999996 0.10980500000000001 -1.0000000180025095e-35 0.10981000000000002 0.090285000000000018 -0.095049999999999982 -1.0000000180025095e-35 0.033845000000000007 0.08568000000000002 -0.092404999999999973 0.086505000000000012 -0.062539999999999984 -0.06421499999999998 0.056145000000000007 -1.0000000180025095e-35 -0.040964999999999994 -0.44514499999999996 0.092120000000000021 -0.015429999999999998 0.11910500000000002 0.075585000000000013 0.085250000000000006 -0.13455999999999999 0.12283500000000001 0.10904500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 10 18 -2 -9 25 15 -12 14 -13 -11 -1 -10 -18 19 22 -16 -22 -7 -24 -5 27 -27 -3 29 -29
right_child=2 9 -4 24 -6 6 -8 8 16 12 11 13 -14 -15 20 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0084539770995351402 0.0012465770913758722 0.0040039269952103496 0.0014047745604497883 0.0041332812004007532 0.0015805257545677403 0.0068378277518080944 0.002371022504909585 0.0064825850826523762 0.0064668714689711734 0.0087358638282929515 0.0049027090153314782 -0.0016346634220099077 0.0053440203590185524 0.003488667387136957 0.0070630193440666157 0.0043762103716532396 0.0047306855614962324 0.0011138042002650243 0.0087649017705449042 0.0079293981724114001 0.0030005473132816056 0.0063435125945701821 0.0063942741988034088 0.00239697612511615 0.0020766313198022543 0.01085210452561803 0.0068397979411695693 0.0072195775014767235 0.010503837410360576 0.0036716016416903589
leaf_weight=22 23 24 130 70 30 66 21 119 24 58 49 20 175 20 397 30 35 28 49 81 31 316 29 30 125 33 35 1011 20 20
leaf_count=22 23 24 130 70 30 66 21 119 24 58 49 20 175 20 397 30 35 28 49 81 31 316 29 30 125 33 35 1011 20 20
internal_value=0 0.00665827 0.00339999 0.00401173 0.00553064 0.00581482 0.00663113 0.00503085 0.00545336 0.00689603 0.00421693 0.00311587 0.0064928 0.000927002 0.00674347 0.00610142 0.00404558 0.00312318 0.00698197 0.00655787 0.00658815 0.00604486 0.00566912 0.00436175 0.00281492 0.00724069 0.00878695 0.00714288 0.00721456 0.00715075
internal_weight=0 2567 554 424 447 417 276 229 206 2120 141 89 977 40 802 52 87 63 255 206 744 347 125 59 195 1143 68 1075 1051 1031
internal_count=3121 2567 554 424 447 417 276 229 206 2120 141 89 977 40 802 52 87 63 255 206 744 347 125 59 195 1143 68 1075 1051 1031
is_linear=0
shrinkage=0.1


Tree=9334
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 1 14 2 47 4 0 15 4 1 12 1 1 51 150 3 34 2 13 47 14 1 16 48
split_gain=7.00045 1.09455 0.726667 0.624388 0.38867 0.349497 0.251401 0.238919 0.217235 0.192216 0.156836 0.153207 0.126721 0.191931 0.134688 0.107898 0.0834407 0.0922689 0.079003 0.0706797 0.0687752 0.062486 0.0604961 0.0926317 0.0727531 0.0586634 0.0594337 0.0619748 0.071414 0.124966
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.099185000000000009 0.17025000000000004 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.13082500000000002 0.40473500000000007 -0.10607499999999999 -0.10653 0.0061450000000000003 0.083135000000000014 0.087695000000000009 0.089770000000000016 0.15799000000000005 0.045645000000000005 1.0000000180025095e-35 -0.13927999999999999 -1.0000000180025095e-35 0.13404500000000005 -0.072819999999999982 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.29154999999999992 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 8 10 -5 12 20 22 -6 13 -1 16 -15 17 19 -8 -14 21 -7 -4 24 -24 26 -3 28 -28 -30
right_child=1 2 6 7 11 9 18 -9 -10 -11 -12 -13 14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00056171233619691104 0.00050078544571565157 0.00033059254492313748 0.0001208375842048744 0.00047834306448319932 0.00045961818455954865 0.00053802022485010842 0.00011669477205491108 0.00027322097570248898 0.00062328859783086245 0.0003284120130600373 0.00032649138832793517 0.00029896528383166888 0.00053950562838255673 0.00048932818955305893 0.00045481334869548968 0.00035548329353012146 0.00051224389955005457 0.00042400213447855967 -3.7149719552186524e-05 0.00061270944973364227 0.00037048390643820288 0.00046829709734426942 0.00019451590999489642 0.00016022728865637499 0.00032996595697173101 0.00034504396745058542 0.00032199879879141869 0.0001571370602633862 0.00012196360460293838 0.00027572108507144776
leaf_weight=48 76 33 45 34 74 58 33 61 76 39 35 33 650 39 110 57 820 25 21 55 24 334 31 82 30 32 44 29 30 63
leaf_count=48 76 33 45 34 74 58 33 61 76 39 35 33 650 39 110 57 820 25 21 55 24 334 31 82 30 32 44 29 30 63
internal_value=0 0.000278793 0.00025136 0.000502458 0.000312375 0.000508797 0.000176907 0.000346633 0.000520599 0.000460035 0.000205975 0.000410071 0.000516273 0.000460476 0.000521113 0.000409858 0.000525818 0.000541065 5.68664e-05 0.000545217 0.000472375 0.000478613 0.000183539 0.00020327 0.000261131 0.000267122 0.000254592 0.000239483 0.000256914 0.000226122
internal_weight=0 691 615 2430 338 2335 277 95 1880 455 223 107 1804 144 1660 96 1550 730 54 705 416 392 188 143 61 231 199 166 137 93
internal_count=3121 691 615 2430 338 2335 277 95 1880 455 223 107 1804 144 1660 96 1550 730 54 705 416 392 188 143 61 231 199 166 137 93
is_linear=0
shrinkage=0.00196078


Tree=9335
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 150 0 15 49 1 4 1 3 1 4 0 3 1 40 1 157 50 50
split_gain=15.0509 2.42771 1.26758 1.10396 0.734577 0.62419 0.530144 0.442836 0.425295 0.373198 0.316986 0.232547 0.225899 0.211463 0.292478 0.194062 0.187131 0.178245 0.173156 0.122935 0.114657 0.1135 0.160521 0.170781 0.111488 0.111439 0.106237 0.0823606 0.0759075 0.0674008
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099515000000000006 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.15289999999999995 1.0000000180025095e-35 -0.10607499999999999 -0.10653 -0.054984999999999992 0.16175000000000003 0.0082450000000000006 0.083345000000000016 -0.13309499999999996 0.13075500000000004 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.12408500000000001 -0.077714999999999992 0.12958500000000003 -0.0045449999999999996 0.041865000000000006 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 25 13 26 -4 12 -10 19 14 -1 -2 28 21 -16 -7 -5 -15 29 -24 -13 -3 -8 -25 -6 -23
right_child=1 4 9 20 16 10 8 -9 11 -11 -12 24 -14 17 18 -17 -18 -19 -20 -21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00072100460734766199 0.00042203198753151236 0.00022667829711101346 0.00059538413808093494 0.00035010076353168173 9.9485727124685929e-05 0.00070340106997740265 0.00054934825898591763 0.00082090499016030532 0.0004843501980398215 0.00034048060706558345 0.00044283716531555634 0.00029039311536166571 0.00043790233602169728 0.00081931745331342636 0.00063207984363258471 0.00061851476016239334 -7.0756132932715493e-05 0.00059449284620781211 0.00046316773613721803 0.00060802943338711998 0.00018974360359339592 0.00069123941030241191 0.00048596254274649471 0.00073834859857372205 0.00017326476563717805 9.2950803693383935e-05 0.00036924951874157963 0.00063546873202170501 0.00022662118179541006 0.00064296552912291585
leaf_weight=48 23 46 34 60 65 62 34 76 20 63 48 122 27 22 40 121 21 101 56 321 24 1159 27 35 42 50 20 206 25 123
leaf_count=48 23 46 34 60 65 62 34 76 20 63 48 122 27 22 40 121 21 101 56 321 24 1159 27 35 42 50 20 206 25 123
internal_value=0 0.000318399 0.000649489 0.000482925 0.000234103 0.000658552 0.000280029 0.000674267 0.000329643 0.000429828 0.000593598 0.00028474 0.000611248 0.000668133 0.000596033 0.000587132 9.59119e-05 0.000674339 0.000533548 0.000623468 0.000304284 0.000679469 0.000677485 0.000633842 0.000260397 0.000157029 0.000482645 0.00065041 0.000134801 0.000686608
internal_weight=0 673 2448 228 445 2351 334 1893 238 97 458 184 410 1817 144 144 111 1673 96 383 84 1572 1550 268 164 96 54 241 90 1282
internal_count=3121 673 2448 228 445 2351 334 1893 238 97 458 184 410 1817 144 144 111 1673 96 383 84 1572 1550 268 164 96 54 241 90 1282
is_linear=0
shrinkage=0.00196078


Tree=9336
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 1 14 47 2 4 3 0 1 2 4 47 2 12 47 4 160 475 3 0 3 1 0 16 10
split_gain=12.213 1.95111 1.11256 0.967975 0.662318 0.659347 0.396357 0.376646 0.336476 0.281846 0.274528 0.241868 0.230016 0.282629 0.229232 0.204021 0.173593 0.158244 0.154108 0.114962 0.106247 0.0977675 0.0897078 0.0887699 0.0845595 0.0742085 0.0737366 0.0630197 0.0708092 0.0618705
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.10045500000000002 0.093575000000000019 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.40473500000000007 0.11658 -0.098289999999999975 0.085345000000000018 0.14753000000000002 0.27834500000000006 0.078875000000000015 0.094835000000000017 0.09141500000000001 0.090100000000000013 -0.52556499999999995 0.085130000000000011 -0.081364999999999979 -0.010424999999999999 -0.060129999999999996 -0.14847999999999997 0.16175000000000003 -0.14723999999999998 -0.077074999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 17 12 14 11 -6 22 13 27 15 -4 21 -5 20 29 -14 -15 -7 -17 -20 -22 -16 -1 -29 -3
right_child=1 2 8 6 10 9 -8 -9 -10 -11 -12 -13 18 16 26 23 -18 -19 24 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00075474567635789604 0.00067053188427611959 0.00025226928956326649 0.00037475888539726532 0.00071688532266568335 0.00060294583723776189 0.00071701720210851408 0.00038414253528682888 0.00081712170602103111 0.00040959899980529439 0.00044173666258712934 0.00037923151103694453 0.00042617016356267959 0.00083271505252377964 0.00037810011237951707 0.00016055526119859948 0.00028464062204419682 0.00066449031081345982 0.00052620130649198393 0.00066652821251558889 0.00045210471597018157 0.00057971572247790353 0.00054826770284596607 0.00061849302503481668 0.00017034126957219038 0.00057015614766700595 0.00070024829431714509 2.7157224120831344e-05 0.00068824638068945695 0.00057672090189863745 0.00034348967415128459
leaf_weight=29 71 35 40 27 71 40 62 81 37 39 30 24 23 27 66 41 23 44 444 33 20 25 318 72 38 1086 21 65 33 156
leaf_count=29 71 35 40 27 71 40 62 81 37 39 30 24 23 27 66 41 23 44 444 33 20 25 318 72 38 1086 21 65 33 156
internal_value=0 0.000363112 0.000326855 0.000661358 0.000404675 0.000670704 0.000498689 0.000686305 0.00023555 0.000600516 0.000536496 0.000616727 0.000680461 0.00061809 0.000208717 0.000254413 0.000522649 0.000598715 0.000688281 0.000345238 0.000700812 0.000459911 0.000629501 0.000211813 0.00065893 0.000698069 0.000128356 0.000674452 0.000650692 0.000326774
internal_weight=0 673 602 2448 325 2315 133 1894 277 421 101 382 1813 202 240 153 75 71 1611 224 1129 52 358 113 482 1106 87 127 98 191
internal_count=3121 673 602 2448 325 2315 133 1894 277 421 101 382 1813 202 240 153 75 71 1611 224 1129 52 358 113 482 1106 87 127 98 191
is_linear=0
shrinkage=0.00196078


Tree=9337
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 1 2 4 14 2 0 49 49 2 1 49 4 4 1 159 457 4 15 13 43 12 1 16 4
split_gain=10.7364 1.80384 0.929394 0.772016 0.602033 0.493323 0.373206 0.364571 0.302836 0.287577 0.273396 0.173241 0.170846 0.155463 0.141324 0.135113 0.123822 0.121723 0.108949 0.105342 0.100141 0.109341 0.117497 0.0926399 0.0846678 0.0818404 0.0902181 0.0810746 0.0741154 0.0682317
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.11690500000000002 0.089775000000000008 0.09253500000000002 0.17025000000000004 0.40945500000000007 0.062655000000000016 0.13501500000000002 -0.22491999999999998 -0.054984999999999992 -1.0000000180025095e-35 0.094835000000000017 0.091450000000000017 -0.0060549999999999988 0.053925000000000008 0.038415000000000012 0.13075500000000004 0.082585000000000006 0.083570000000000019 0.27287000000000006 -0.053579999999999996 -1.0000000180025095e-35 0.0010100000000000003 0.088615000000000013 0.12656000000000003 -0.11118499999999999 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 20 9 14 8 13 15 11 16 -2 -6 -1 -4 -7 -17 25 -5 21 22 24 -16 -3 -13 -27 -10 -20 -15
right_child=1 4 5 19 7 10 -8 -9 27 -11 -12 18 -14 29 23 17 -18 -19 28 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00067677083867707401 0.00041139845673601445 0.00040883656952655633 0.00065261280007259954 0.00037369266073249911 0.00022945841372931498 0.00037411302826143201 0.00036055274280203645 5.8196222321723825e-05 0.00026984581455977911 0.00078277265373008704 0.00043074296925042728 0.00063028487695839246 0.00059575438620186063 0.00047290139763537999 0.00056906162231576212 0.000614964488340471 0.00058728313840487423 0.00046384725846724948 0.00059897339976040396 0.00021998758277143624 0.00027194331583669802 0.00029030588447336004 0.00031065536525274657 0.00039925931085050664 0.00055328958202855794 0.00046017628400495239 0.00059707248222893835 0.00015375802483806689 0.00052124448951794704 0.00033633491373679454
leaf_weight=26 23 39 1112 60 41 22 69 50 30 60 39 471 121 22 30 188 20 23 103 24 38 33 26 21 26 21 156 101 87 39
leaf_count=26 23 39 1112 60 41 22 69 50 30 60 39 471 121 22 30 188 20 23 103 24 38 33 26 21 26 21 156 101 87 39
internal_value=0 0.000337347 0.000616982 0.000479165 0.000264684 0.000626604 0.000465277 0.000210118 0.000242719 0.000650003 0.000591392 0.000598511 0.000566309 0.00032283 0.000559121 0.000643981 0.000475623 0.000598492 0.00060467 0.000329777 0.000360007 0.000386994 0.000422057 0.000499143 0.000466618 0.000616777 0.000580831 0.000180343 0.000563382 0.000385588
internal_weight=0 673 2448 228 445 2302 146 283 233 1383 919 880 144 102 77 1323 42 211 838 84 162 124 91 51 65 648 177 131 190 61
internal_count=3121 673 2448 228 445 2302 146 283 233 1383 919 880 144 102 77 1323 42 211 838 84 162 124 91 51 65 648 177 131 190 61
is_linear=0
shrinkage=0.00196078


Tree=9338
num_leaves=31
num_cat=0
split_feature=1 12 3 1 15 2 2 2 2 12 47 4 0 43 4 43 48 0 47 0 15 52 132 1 49 3 16 41 41 0
split_gain=0.647217 0.090379 0.0880172 0.0562972 0.0511834 0.0455117 0.0446582 0.0405014 0.042873 0.0350803 0.0337296 0.0315521 0.0267943 0.0244269 0.0270866 0.0244094 0.046688 0.0306786 0.023127 0.0229881 0.0223673 0.0212535 0.0191017 0.0356447 0.0186526 0.0179456 0.0205411 0.0179302 0.0250737 0.0207566
threshold=0.10920500000000001 0.051320000000000005 -0.053259999999999995 0.08864000000000001 0.035560000000000008 0.11411 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.090285000000000018 0.077555000000000013 0.033845000000000007 -0.036484999999999997 -0.078139999999999973 -0.023539999999999995 -0.010344999999999998 -1.0000000180025095e-35 -0.067094999999999988 0.090280000000000013 -0.092404999999999973 0.13592500000000005 -0.090114999999999987 0.088890000000000011 0.15799000000000005 0.0021350000000000002 0.30112000000000005 -0.059624999999999991 0.075585000000000013 0.079300000000000009 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 10 15 12 7 -4 -9 27 21 19 18 -10 -15 17 -17 24 -2 -11 -21 -1 23 -8 -5 26 -16 29 -29 -3
right_child=2 9 6 4 -6 -7 22 8 13 11 -12 -13 -14 14 25 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0086988317659469679 0.010046448702773741 0.0052773226828624811 0.0018013540736449484 0.0058407497881454024 0.0096403456032276152 0.0037244480914835421 0.00170731213743324 0.0082071469380305372 0.00096031292295083398 0.0096516656239741833 0.010757641102476366 0.0062521334727618011 0.0042108549324509038 0.0073397485632449386 0.0057395933595714432 0.0022861594290087195 0.0068646592292376839 0.00096572064794600012 0.0065699976971372968 0.007678120193920385 0.0043674636109028052 0.0062904760036760488 0.0036547022988088432 -0.0032472599833272401 0.0022374647506512701 0.0020229265249970302 0.0023508589984245461 0.012732275131912458 0.0085759890008162958 0.0082515588817877843
leaf_weight=54 31 24 84 51 25 70 53 26 25 58 29 175 26 25 53 29 96 29 50 723 21 114 23 20 20 41 27 21 47 1051
leaf_count=54 31 24 84 51 25 70 53 26 25 58 29 175 26 25 53 29 96 29 50 723 21 114 23 20 20 41 27 21 47 1051
internal_value=0 0.00763622 0.00386741 0.00634401 0.00534779 0.00570697 0.00300375 0.0036399 0.00442385 0.00790868 0.00760824 0.0074687 0.00700394 0.00384862 0.00434319 0.00487084 0.00580245 0.00370633 0.00790049 0.00773416 0.00758467 0.00706459 0.00114167 0.000349895 0.00482574 0.00372406 0.0045959 0.00828477 0.00985955 0.00818516
internal_weight=0 2567 554 447 250 177 377 281 197 2120 197 977 107 171 146 225 125 100 81 802 744 168 96 73 71 121 80 1143 68 1075
internal_count=3121 2567 554 447 250 177 377 281 197 2120 197 977 107 171 146 225 125 100 81 802 744 168 96 73 71 121 80 1143 68 1075
is_linear=0
shrinkage=0.1


Tree=9339
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 2 44 4 2 1 2 150 4 2 12 4 399 4 3 1 0 160 4 47 48 4 2
split_gain=8.55437 1.34499 0.87992 0.780735 0.48809 0.464822 0.328307 0.229004 0.217962 0.211152 0.199021 0.177962 0.154065 0.212667 0.147164 0.12933 0.122088 0.0854418 0.114748 0.0691693 0.061115 0.0596599 0.0584865 0.0672169 0.0572538 0.0788631 0.0558956 0.0540296 0.0497569 0.0486384
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.094585000000000016 0.40473500000000007 0.14960000000000004 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 0.42051500000000003 -0.0091949999999999983 0.091325000000000003 -0.51843499999999987 0.09141500000000001 -0.15289999999999995 0.086245000000000016 0.076935000000000017 -0.030209999999999997 -1.0000000180025095e-35 0.51388000000000011 0.090100000000000013 0.016865000000000002 -0.073934999999999987 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 12 -5 14 11 -6 15 17 16 22 27 -14 18 -1 20 -19 29 23 -7 -17 -26 -3 -4 -22 -20
right_child=1 2 9 7 10 8 -8 -9 -10 -11 -12 -13 13 -15 -16 24 -18 19 21 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00078816670997470032 0.00061242618989426427 0.00033733130466797592 0.00038171605133981097 0.00056993847856815849 0.00057097047205229413 0.00058355698206541667 0.00075972999866102259 0.00037026192252041578 0.00042783455991790602 0.00043460077518155652 0.00038049005775475029 0.0001571877138329946 0.00046665992076490439 0.00041530076428955678 0.0004401204547015246 0.00029742442290572559 0.00061552089873133321 0.00050476555603747681 0.00065187006336692741 0.00072099874270897292 0.00063783657956348306 0.00057496602965459952 0.0006305365049092056 0.00048433887023551788 0.00014184485925374253 0.0002728334232385642 0.00042472277865902836 0.00027163712222591724 0.00058672930536668227 0.00062008855122090603
leaf_weight=21 74 191 40 34 71 277 76 63 41 22 30 79 23 25 28 30 268 23 846 20 133 49 92 29 43 30 33 30 163 237
leaf_count=21 74 191 40 34 71 277 76 63 41 22 30 79 23 25 28 30 268 23 846 20 133 49 92 29 43 30 33 30 163 237
internal_value=0 0.000363036 0.000332226 0.000612643 0.00040123 0.000619756 0.000633483 0.000440252 0.000564379 0.000250379 0.000514392 0.000234296 0.000628176 0.000588846 0.000577521 0.000269508 0.000603755 0.000636506 0.000644552 0.000609141 0.000602128 0.000641887 0.000587187 0.000574154 0.000225311 0.000195676 0.000350206 0.000334539 0.000609693 0.000644915
internal_weight=0 673 599 2448 325 2351 1884 97 467 274 101 252 1808 316 426 173 291 1492 1153 339 319 1132 398 306 103 73 224 70 296 1083
internal_count=3121 673 599 2448 325 2351 1884 97 467 274 101 252 1808 316 426 173 291 1492 1153 339 319 1132 398 306 103 73 224 70 296 1083
is_linear=0
shrinkage=0.00196078


Tree=9340
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 1 2 2 14 1 4 1 1 40 4 1 1 50 1 0 12 43 4 1447 2 133 1
split_gain=8.37745 1.3739 0.682413 0.586579 0.473415 0.426782 0.332779 0.317077 0.243058 0.240383 0.221409 0.15823 0.110116 0.107727 0.104107 0.100103 0.0905059 0.0898045 0.127931 0.0872349 0.0673544 0.0642606 0.0628299 0.0608421 0.0568641 0.0494393 0.0484651 0.047203 0.0462443 0.0456459
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.089775000000000008 0.062655000000000016 0.16175000000000003 -0.062539999999999984 0.091450000000000017 0.12337000000000002 -0.077714999999999992 -0.014149999999999998 0.086920000000000011 0.13075500000000004 0.041865000000000006 0.12408500000000001 0.18019500000000002 0.090285000000000018 0.05259500000000001 -0.036839999999999991 -0.082869999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 7 6 10 16 -4 29 11 14 20 -11 -1 25 -3 22 23 28 -6 -15 24 -19 26 -2 -12 -16 -5 -9
right_child=1 4 8 19 12 -7 -8 9 -10 13 17 -13 -14 21 27 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058399877324327276 0.00057668198499025082 0.00024655851320036466 0.00052490861266808449 0.00026743373162911642 0.00012767321418909018 0.00037613059021228184 0.00033325475314936411 0.00047603567166311931 0.00031919618697481627 0.00041227085837918382 0.0006567183940995872 0.00068023914601882856 3.2560194622513074e-06 0.00028914576161993681 0.00044580246796648877 0.0003975715220364091 0.00012604383278784216 0.00055974965314543781 0.00040654050623893694 0.00019910340547391208 0.00024743196477784832 0.00020003208927949325 0.00045173688262116675 0.00050911913299899261 0.00052174165685272753 0.00049520471183169402 0.00056890344904839693 0.00054594821397549594 0.00038039552045926467 0.00035798369779014118
leaf_weight=1116 50 46 34 22 65 48 24 34 63 22 26 59 21 120 20 27 50 158 35 24 25 42 20 216 97 67 342 190 38 20
leaf_count=1116 50 46 34 22 65 48 24 34 63 22 26 59 21 120 20 27 50 158 35 24 25 42 20 216 97 67 342 190 38 20
internal_value=0 0.00030546 0.000552473 0.000429229 0.000242046 0.000559123 0.000562937 0.000278915 0.000391302 0.000317284 0.000565356 0.000580883 0.000131108 0.000283526 0.000576462 0.000505189 0.00018379 0.0005413 0.0005199 0.000299013 0.00016094 0.000266042 0.000559347 0.000530508 0.000563975 0.000530024 0.000575108 0.000536411 0.000338976 0.000432313
internal_weight=0 673 2448 228 445 2351 2303 334 97 238 2279 1385 111 184 1326 144 96 894 409 84 90 162 485 374 465 117 368 210 60 54
internal_count=3121 673 2448 228 445 2351 2303 334 97 238 2279 1385 111 184 1326 144 96 894 409 84 90 162 485 374 465 117 368 210 60 54
is_linear=0
shrinkage=0.00196078


Tree=9341
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 4 150 1 2 1 50 2 1 2 1 2 124 1447 52 4 52 0 475 52
split_gain=12.5031 2.00432 1.16272 0.960469 0.759336 0.612429 0.480826 0.412658 0.353334 0.340031 0.331463 0.209458 0.179954 0.170715 0.193872 0.157605 0.134576 0.126294 0.107614 0.106065 0.0981468 0.0980325 0.0951159 0.0795201 0.0721289 0.0650212 0.063177 0.0581951 0.0522088 0.0573904
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.15289999999999995 1.0000000180025095e-35 0.089625000000000024 0.090425000000000019 0.12337000000000002 0.041865000000000006 -0.0091949999999999983 0.13075500000000004 0.088850000000000012 0.12408500000000001 0.31358000000000003 -0.082135 -0.082869999999999985 -0.56176499999999996 -0.036839999999999991 0.40674500000000008 -0.13027499999999997 -0.082014999999999991 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 22 13 -8 -4 12 -10 24 19 17 25 21 -15 -5 26 -13 -6 -3 -21 -7 -2 -1 -22 -26 -30
right_child=1 4 9 18 16 10 8 -9 11 -11 -12 20 -14 14 -16 -17 -18 -19 -20 23 27 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.00086912240012663338 0.00085649674371177076 0.00044380101600503612 0.00077455193749623587 0.00055238777077665517 0.00031204968981255637 0.00088392254518193691 0.00068194388142078788 0.00099287868099685048 0.00069099867752954068 0.00053123883807952251 0.00060363453824032094 0.00050659842135960056 0.00063628618154121708 0.00067885993691661468 0.00063862747735544739 0.0006367924602224763 0.00043148689174274515 0.00083013272831458781 0.00039703361370472932 0.00091983549134972613 0.00046968900613368505 0.00016412052091551956 0.00032012066451180259 0.00082561183047256048 0.00087367139956876687 0.00076305779546961513 0.00076281215112370814 0.00032371409832179045 0.00076047929282368608 0.00081191007128525602
leaf_weight=930 50 45 34 60 61 35 54 76 20 63 41 122 28 23 25 27 26 274 24 37 21 24 51 497 27 67 22 21 182 154
leaf_count=930 50 45 34 60 61 35 54 76 20 63 41 122 28 23 25 27 26 274 24 37 21 24 51 497 27 67 22 21 182 154
internal_value=0 0.000525136 0.000826903 0.000674628 0.000448542 0.000835583 0.000495235 0.000851339 0.000542485 0.000616524 0.000772019 0.000501557 0.000788225 0.00084539 0.000804459 0.000771827 0.000308041 0.000818418 0.000508001 0.000854259 0.000478454 0.000270281 0.000378096 0.00083214 0.000798914 0.000802989 0.000866666 0.000396702 0.000790718 0.000784052
internal_weight=0 673 2448 228 445 2351 334 1884 238 97 467 184 426 1808 322 144 111 297 84 1486 164 85 96 534 398 117 952 42 363 336
internal_count=3121 673 2448 228 445 2351 334 1884 238 97 467 184 426 1808 322 144 111 297 84 1486 164 85 96 534 398 117 952 42 363 336
is_linear=0
shrinkage=0.00196078


Tree=9342
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 16 4 1 4 1 2 50 1 49 0 40 1 1 2 4 2 52 0 133
split_gain=11.6013 1.75084 0.99188 0.858907 0.709363 0.537563 0.387227 0.381249 0.330679 0.255507 0.22865 0.189757 0.174943 0.14784 0.124081 0.12196 0.154818 0.11328 0.106633 0.142376 0.104774 0.104253 0.0946805 0.0924428 0.0821431 0.0754198 0.0753297 0.0865741 0.0693925 0.065486
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 -0.52595999999999987 0.24564500000000003 0.12337000000000002 -0.15289999999999995 0.089875000000000024 0.085730000000000015 0.041865000000000006 0.075045000000000014 -1.0000000180025095e-35 -0.019414999999999998 -0.077714999999999992 0.13075500000000004 0.12408500000000001 0.31358000000000003 -0.036839999999999991 0.088850000000000012 0.40674500000000008 -0.067624999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 8 21 -8 12 -4 11 -7 15 25 -9 26 28 24 20 -20 -13 -3 29 -16 -6 -2 27 -1 -17 -5
right_child=1 4 9 22 17 10 7 14 -10 -11 -12 18 -14 -15 23 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006945642735389177 0.00068091554559913329 0.00029725888515731285 0.00059482754447691855 0.00030011791128286706 0.00015767468572110754 0.00043808740261945626 0.00052227906547297411 0.00048070969827034894 0.00080962361992240289 0.00038391254283429822 0.00047985464562277702 0.00062299464251449601 0.00050224291076542268 0.00046232240348946123 0.00034443467935683144 0.00065960902284776613 0.00047145674443420241 0.00026734236990934627 0.00055337764394449947 0.00071473357262872195 0.00051493145394743535 0.00016791512379788008 0.000239533283872803 0.00023777908960793839 2.2263584262463172e-05 0.00058028195917340334 0.00065988406796052752 0.00057012352315499823 0.0005447062114237039 0.00043454186642932698
leaf_weight=935 50 46 34 22 61 21 54 20 70 63 48 374 23 27 122 248 20 26 27 95 38 50 24 42 24 67 408 22 22 38
leaf_count=935 50 46 34 22 61 21 54 20 70 63 48 374 23 27 122 248 20 26 27 95 38 50 24 42 24 67 408 22 22 38
internal_value=0 0.00036147 0.000652151 0.00050119 0.000289883 0.000660168 0.000335014 0.000377416 0.000677582 0.000457842 0.000609687 0.000620916 0.000672074 0.000593107 0.000334902 0.000674434 0.000637916 0.000154085 0.000628105 0.000679024 0.000613028 0.000229892 0.000343619 0.00031712 0.000119441 0.000623288 0.000682193 0.000691704 0.000650247 0.000385253
internal_weight=0 673 2448 228 445 2351 334 238 1748 97 603 555 1678 144 184 1655 290 111 534 122 412 96 84 164 85 117 1365 957 270 60
internal_count=3121 673 2448 228 445 2351 334 238 1748 97 603 555 1678 144 184 1655 290 111 534 122 412 96 84 164 85 117 1365 957 270 60
is_linear=0
shrinkage=0.00196078


Tree=9343
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 47 2 4 2 2 4 52 15 457 12 47 14 1 51 1 160 4 43 4 12 13
split_gain=6.42555 1.10225 0.642848 0.527591 0.333718 0.310144 0.266349 0.2242 0.204779 0.196264 0.160123 0.138038 0.130615 0.104328 0.088892 0.0831065 0.0614771 0.05704 0.0847103 0.0523354 0.0527171 0.0559211 0.0547582 0.047029 0.0458541 0.0436565 0.0411674 0.0617948 0.0420176 0.0491086
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.40473500000000007 0.14838000000000004 0.094835000000000017 0.27834500000000006 -0.56176499999999996 -0.059484999999999989 0.069910000000000014 0.086915000000000006 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.085989999999999997 0.087135000000000004 -1.0000000180025095e-35 -0.036839999999999991 0.05259500000000001 0.0052350000000000009 0.088435000000000014 -0.079299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 7 19 6 8 13 10 12 23 -6 14 -1 -4 -12 -15 26 -19 20 -3 22 -22 -5 -16 -2 27 -17 -28 -30
right_child=1 2 9 5 11 -7 -8 -9 -10 -11 15 -13 -14 16 24 17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.000571279491819048 0.00055066660923116346 0.00034703161197798064 0.00029276138726516752 0.00054248355656444228 0.00046650950550622389 0.00027728942120173837 0.00035976056716913288 0.00031508281696146262 0.00061912876008120071 0.000334227144092353 0.00058395548656113995 0.00031065247142375232 0.00011846985000865681 0.0004779562505215225 0.00025232985390508485 0.00052125200086533476 0.00034050105634326387 0.00034415811071615392 0.00051068229953837548 0.00035970039218575633 0.00018284319610079275 0.00018299667557034068 0.00029379586588892183 0.00051683535694499125 0.00016316421246322598 0.00044557450532245371 0.00039999492769867047 0.0004769385961257443 0.00055061557868360241 0.00046477509602106448
leaf_weight=26 55 33 41 931 74 20 38 67 86 37 43 31 84 29 30 392 22 23 24 33 20 29 118 390 85 21 26 175 34 104
leaf_count=26 55 33 41 931 74 20 38 67 86 37 43 31 84 29 30 392 22 23 24 33 20 29 118 390 85 21 26 175 34 104
internal_value=0 0.000298856 0.000271326 0.00051314 0.000328715 0.000520391 0.000522537 0.000398025 0.000525313 0.000201299 0.000521546 0.000420495 0.000180806 0.000470195 0.000214372 0.000500042 0.000418662 0.000495404 0.000429192 0.000287356 0.000275419 0.000261268 0.000277716 0.000534911 0.000186425 0.000521628 0.000499661 0.000507575 0.000472301 0.000485924
internal_weight=0 691 615 2430 338 2286 2266 144 2228 277 2142 105 240 77 156 821 51 778 47 233 200 167 138 1321 115 76 731 567 164 138
internal_count=3121 691 615 2430 338 2286 2266 144 2228 277 2142 105 240 77 156 821 51 778 47 233 200 167 138 1321 115 76 731 567 164 138
is_linear=0
shrinkage=0.00196078


Tree=9344
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 1 4 2 2 14 49 2 1 11 1 3 43 4 1 1 15 159 0 50 124 52 1
split_gain=19.6501 3.302 1.64887 1.43002 1.12684 0.975703 0.805078 0.7011 0.686158 0.560394 0.549033 0.514062 0.41213 0.275887 0.255148 0.247594 0.235208 0.224497 0.195608 0.207061 0.161049 0.157201 0.152073 0.149257 0.144056 0.149681 0.138031 0.137235 0.134554 0.12501
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.13754500000000003 -1.0000000180025095e-35 0.09253500000000002 -0.17966999999999997 0.089775000000000008 0.10613000000000002 0.062655000000000016 -0.054984999999999992 0.094835000000000017 0.16175000000000003 1.0000000180025095e-35 0.13075500000000004 -0.11171999999999999 -0.095049999999999982 0.0061450000000000003 0.12408500000000001 0.091450000000000017 -0.059484999999999989 0.030370000000000005 -0.11242999999999999 0.041865000000000006 -0.081214999999999982 0.039215000000000007 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 7 6 10 27 14 -9 12 29 22 -2 -1 26 18 -5 19 -12 24 -13 -4 -16 25 -20 -6 -3 -22 -11
right_child=1 4 5 17 15 -7 -8 9 -10 11 16 21 -14 -15 23 -17 -18 -19 20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094379547584470401 0.00059585208033560082 0.00037348416293027744 0.00090855320493597388 0.000534895878966922 0.00020987071931294725 0.00049566054522856334 0.00059079273856058913 0.00081197642374272445 0.00051646922974635267 0.00072361901889439505 0.00087975421810851373 0.00045171825402470496 0.0010657072724664911 0.00083012372240837075 0.00079751421947427657 2.1047938643779907e-05 0.00094434230711696167 0.00031051095578898648 0.00068350311113046661 0.00062965570064652866 0.00075874987929280227 0.00031320168025857732 0.00085018458700612278 0.00058333801832747331 0.00095164023291051782 0.00085710472918976946 0.00038131081166805004 0.00022521275555976707 0.00085551739112008942 0.00052348934625293694
leaf_weight=26 23 48 1110 60 65 26 37 20 69 30 20 126 60 121 29 21 81 24 20 35 134 42 203 22 60 422 25 48 94 20
leaf_count=26 23 48 1110 60 65 26 37 20 69 30 20 126 60 121 29 21 81 24 20 35 134 42 203 22 60 422 25 48 94 20
internal_value=0 0.000482226 0.000860535 0.000674103 0.000383916 0.000873351 0.000877665 0.000440797 0.000658469 0.000497852 0.000882406 0.000469034 0.000906791 0.000792705 0.000785715 0.00021276 0.000843744 0.000470786 0.000833364 0.000720601 0.00084186 0.000417089 0.000899529 0.000705124 0.000861487 0.000849249 0.000257493 0.000299348 0.000798645 0.000643567
internal_weight=0 673 2448 228 445 2302 2276 334 146 238 2239 218 1373 144 77 111 866 84 785 55 730 168 1313 51 502 442 90 96 228 50
internal_count=3121 673 2448 228 445 2302 2276 334 146 238 2239 218 1373 144 77 111 866 84 785 55 730 168 1313 51 502 442 90 96 228 50
is_linear=0
shrinkage=0.00196078


Tree=9345
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 2 4 2 4 1 47 4 43 16 12 2 4 457 1 2 51 15 16 1 16
split_gain=18.3079 3.04365 1.87165 1.43696 1.07106 1.00569 0.708349 0.612867 0.585795 0.485307 0.453396 0.390621 0.376839 0.268013 0.180458 0.151395 0.132949 0.152271 0.130907 0.130146 0.125464 0.0999059 0.0917759 0.088913 0.0887056 0.0881431 0.206638 0.0868066 0.085734 0.102222
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.40473500000000007 0.14838000000000004 0.40945500000000007 0.091450000000000017 0.090100000000000013 0.0061450000000000003 0.064745000000000011 -0.11118499999999999 0.09141500000000001 0.087675000000000017 -0.036839999999999991 0.069910000000000014 0.16175000000000003 -1.0000000180025095e-35 -0.031924999999999995 -0.008624999999999999 0.11346000000000002 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 15 6 8 12 10 -5 14 -6 13 -4 25 28 17 22 -18 -19 -10 -2 -12 -14 -16 26 -1 -7 29 -3
right_child=1 2 7 9 11 27 -8 -9 20 -11 16 -13 23 -15 24 -17 18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087117556360811967 0.00089843426031224868 0.00052859879863680743 0.00045153877547737169 0.00078687915748206535 0.00076935199315427457 0.00048400494747628001 0.00051236976291132129 0.00053799135480164914 0.0010737374541806238 0.00049619983836493684 0.00084605614938830542 0.00050249518230070474 0.00019782917345637774 0.00027214702053597362 0.00069039465092560822 0.00056950699580048635 0.00082032811087051269 0.00061316857589226138 0.00073117256327578548 0.00079093907947264705 0.00092067133416147797 0.00073727323951062258 0.00073910589754333544 5.0505585829361257e-05 0.0008276796879900871 0.00088496942459368659 0.00070930198334749508 0.00065135614558018459 0.00034861142406935735 0.00041509661192520517
leaf_weight=150 50 43 45 34 71 26 24 37 50 63 473 30 63 111 20 33 117 20 138 76 35 21 33 21 190 939 38 22 43 105
leaf_count=150 50 43 45 34 71 26 24 37 50 63 473 30 63 111 20 33 117 20 138 76 35 21 33 21 190 939 38 22 43 105
internal_value=0 0.000466804 0.00042152 0.000831964 0.000522455 0.000841614 0.000847469 0.000303094 0.000850998 0.000598087 0.00084481 0.000690088 0.000266881 0.000323895 0.000867377 0.00044687 0.000809603 0.000825498 0.000772079 0.000753904 0.00101071 0.000850767 0.000839081 0.000160998 0.000814605 0.00087721 0.000838456 0.000560708 0.000425682 0.000448074
internal_weight=0 673 602 2448 325 2351 2303 277 2279 97 2194 101 240 156 1337 224 857 602 255 96 85 71 506 84 210 1127 188 48 191 148
internal_count=3121 673 602 2448 325 2351 2303 277 2279 97 2194 101 240 156 1337 224 857 602 255 96 85 71 506 84 210 1127 188 48 191 148
is_linear=0
shrinkage=0.00196078


Tree=9346
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 49 1 11 1 4 4 50 11 1 1 124 12 2 1 133 47 1447 4
split_gain=6.82365 1.07097 0.575175 0.487027 0.411382 0.341694 0.292463 0.281321 0.239659 0.193669 0.179771 0.142352 0.106243 0.0899911 0.0892082 0.106708 0.172537 0.0818835 0.0802636 0.0727867 0.0716188 0.0660016 0.0621856 0.0601474 0.0592465 0.0545464 0.0510472 0.0486591 0.0484756 0.0444107
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.09253500000000002 0.089885000000000007 0.062655000000000016 -0.054984999999999992 0.087135000000000004 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 -0.15464999999999998 0.041865000000000006 0.095165000000000013 0.12408500000000001 0.13075500000000004 -0.081214999999999982 0.082480000000000012 0.31358000000000003 0.12958500000000003 -1.0000000180025095e-35 0.090280000000000013 -0.082869999999999985 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 22 10 25 -4 11 13 -2 -1 15 28 -17 -10 24 -16 29 26 -3 -15 -6 -8 -5 -14 -12 -19
right_child=1 4 9 21 18 -7 8 -9 17 -11 14 -13 27 23 19 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053507177737410229 0.00033647164588084303 0.000213694379944963 0.00047436837201471832 0.00023035850872264081 0.00011870071156038512 0.0003454400377889815 0.00045456048423443701 0.00030141141375198083 0.00037824155178432372 0.00029074176703920311 0.0005779998968629275 0.00062292042194846142 0.00052283172816179179 0.00043777979546553861 0.00058682042585933396 0.0005224216765924996 0.0003145724084097226 0.00025009549229491689 0.00021330152589824601 0.00045104857241990516 0.00018472879658682132 0.00018385939993986896 0.0001138855009557553 0.00050923528037243168 5.5957702749402699e-07 0.00032551127613759511 0.00034904146107573013 0.00044412351298324794 0.00049015740477227588 0.00033567776499406808
leaf_weight=934 23 48 34 22 51 48 34 24 20 63 25 59 58 52 63 28 34 94 23 20 52 24 48 351 24 20 38 63 713 31
leaf_count=934 23 48 34 22 51 48 34 24 20 63 25 59 58 52 63 28 34 94 23 20 52 24 48 351 24 20 38 63 713 31
internal_value=0 0.000280141 0.000503073 0.000389416 0.000224153 0.000509178 0.000255835 0.00051259 0.00029104 0.000355106 0.000514814 0.000528664 0.000458631 0.000524505 0.000492918 0.000486569 0.00040844 0.000259318 0.00011197 0.000554104 0.000245881 0.000270763 0.00016379 0.000500015 8.08955e-05 0.000406764 0.000305524 0.000481851 0.000493133 0.00027132
internal_weight=0 673 2448 228 445 2351 347 2303 251 97 2279 1396 144 1337 883 800 62 197 98 83 177 84 96 403 75 54 60 121 738 125
internal_count=3121 673 2448 228 445 2351 347 2303 251 97 2279 1396 144 1337 883 800 62 197 98 83 177 84 96 403 75 54 60 121 738 125
is_linear=0
shrinkage=0.00196078


Tree=9347
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 12 14 44 123 2 2 34 4 12 1 2 1429 39 31 41 12 42 0 52 2 0 160 14 49 2
split_gain=1.11436 0.232096 0.137638 0.0890661 0.0812647 0.0686096 0.0583149 0.0486837 0.0475474 0.0471115 0.0414307 0.0465486 0.0377911 0.0357835 0.0309913 0.0833199 0.0428924 0.0414997 0.0267724 0.0250627 0.0258321 0.0274754 0.0320532 0.0236658 0.037203 0.0228424 0.0227292 0.0221479 0.0206397 0.0223307
threshold=0.10312500000000001 -0.40967499999999996 0.12408500000000001 0.40124500000000002 0.095545000000000005 0.088105000000000003 0.076975000000000002 0.094585000000000016 1.0000000180025095e-35 0.14122000000000004 0.13754500000000003 -1.0000000180025095e-35 0.0049200000000000008 0.10016000000000001 0.080270000000000022 0.089775000000000008 0.083420000000000008 0.085425000000000015 -0.077289999999999984 0.083975000000000008 0.090285000000000018 0.080840000000000009 0.051010000000000007 0.11277500000000001 0.086675000000000016 -0.080604999999999996 -1.0000000180025095e-35 -0.23083499999999998 0.12011500000000001 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 27 14 10 9 19 11 18 -7 -14 23 16 17 -16 -4 20 21 22 -6 28 -25 -23 -12 -3 29 -1
right_child=1 2 7 -5 8 12 -8 -9 -10 -11 26 -13 13 -15 15 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.012522868202691238 0.010777784777520638 0.0080303842228438178 0.0043273825970986347 0.004153325078500943 0.011275393554810869 0.011849596767154124 0.013694791047191117 0.0081889327573166654 0.0061173531441263071 0.0065080606617124344 0.0039263676462915576 0.0057581824463103781 0.0097250251238056949 0.0056664834166359574 0.01086611155757243 0.0052768603390590712 0.0061424629847434443 0.0066016135679092258 -0.0005521097099003585 0.0065569591568782927 0.0097007029434901353 0.011214761622250081 0.0069175783145640577 0.0063854598082028896 0.010659405897232764 0.015884245652705433 0.00095609229498222709 0.0053160203425126253 0.008186772553546523 0.011104896226661059
leaf_weight=127 90 35 22 22 86 28 71 22 38 41 38 92 42 45 464 33 22 24 23 20 353 22 21 26 94 20 80 213 22 885
leaf_count=127 90 35 22 22 86 28 71 22 38 41 38 92 42 45 464 33 22 24 23 20 353 22 21 26 94 20 80 213 22 885
internal_value=0 0.00602289 0.00535423 0.0104867 0.0105455 0.00663528 0.010887 0.00367546 0.009541 0.00977208 0.00328606 0.00446903 0.00865419 0.00762578 0.0107696 0.0101466 0.0104617 0.0106564 0.00183342 0.0100284 0.0101668 0.0112709 0.0104201 0.0110627 0.00973338 0.0134383 0.00191262 0.0056991 0.011217 0.0112828
internal_weight=0 730 640 2391 2369 363 1768 277 601 563 255 137 115 87 1697 543 510 488 45 522 502 149 107 1154 120 42 118 248 1034 1012
internal_count=3121 730 640 2391 2369 363 1768 277 601 563 255 137 115 87 1697 543 510 488 45 522 502 149 107 1154 120 42 118 248 1034 1012
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 15 2 4 159 12 0 1 4 15 4 0 2 0 0 12 0 0 160 52 2 151 52 14 52 475
split_gain=0.90717 0.119222 0.119102 0.0809167 0.073715 0.0554275 0.0539962 0.0443968 0.0422986 0.040263 0.0390672 0.0369614 0.0363214 0.0770947 0.0334855 0.0573589 0.046738 0.0295528 0.0436365 0.0280555 0.027207 0.0269003 0.0296807 0.0293079 0.0233486 0.0205133 0.0185183 0.0180101 0.0176655 0.0175491
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.035560000000000008 0.25063000000000007 0.40124500000000002 0.082585000000000006 0.08815000000000002 -0.23194499999999998 0.13075500000000004 -0.064054999999999987 -0.03241999999999999 -0.17966999999999997 -0.067094999999999988 0.092235000000000025 -0.14832499999999996 -0.13027499999999997 0.11734000000000001 -0.14226499999999997 -0.019414999999999998 0.079055000000000014 0.092650000000000024 0.099185000000000009 0.095500000000000015 -0.065544999999999978 -1.0000000180025095e-35 -0.012164999999999999 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 14 11 9 21 17 -1 -3 24 -14 -6 16 -16 -4 -19 20 -11 22 23 28 -12 29 -13 -28 -5 -20
right_child=1 6 7 8 5 -7 -8 -9 -10 19 12 26 13 -15 15 -17 -18 18 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.013225374709476123 0.0085993165234032522 0.0050419723083725016 0.012796856690107323 0.0071768487631170847 0.010076412674970926 0.011134020432829857 -0.0011806834430899472 0.0050280386537668257 0.0027179688063386658 0.01298267064349992 0.011594254696795432 -3.0986846170642165e-05 0.0091805047000219162 0.0029597606233976509 0.0086825489195689453 0.0021031672480915273 0.005260259736294173 0.0054320366913452748 0.011777488677762449 0.0075540283566060051 0.0093501519457456373 0.0029497108908127182 0.003733790545258671 0.0047856617321182663 0.0075737541867420075 0.0069994970224797727 0.0058608718262985349 0.0025364713156291563 0.010794241422856296 0.010095430893359987
leaf_weight=22 98 121 41 27 20 25 24 21 55 21 52 22 76 27 64 35 106 20 68 87 1136 23 25 24 20 20 20 88 27 706
leaf_count=22 98 121 41 27 20 25 24 21 55 21 52 22 76 27 64 35 106 20 68 87 1136 23 25 24 20 20 20 88 27 706
internal_value=0 0.00482847 0.00929041 0.00628489 0.00780699 0.00666704 0.00335086 0.00960318 0.00503178 0.00964895 0.00925364 0.00378416 0.00875433 0.00754982 0.00617071 0.00578967 0.00654865 0.0101772 0.0100453 0.00928586 0.00941608 0.00604177 0.00673223 0.00769327 0.0104774 0.0101615 0.00261342 0.0031521 0.00898555 0.0102432
internal_weight=0 554 2567 279 447 250 275 2120 181 2099 197 251 175 103 225 205 170 855 814 1244 1157 126 103 78 72 794 130 108 54 774
internal_count=3121 554 2567 279 447 250 275 2120 181 2099 197 251 175 103 225 205 170 855 814 1244 1157 126 103 78 72 794 130 108 54 774
is_linear=0
shrinkage=0.1


Tree=9349
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 2 2 4 16 0 49 3 1 4 1 40 0 4 4 4 1 47 0 14 1 16
split_gain=15.0827 2.40159 1.42854 1.33322 0.895101 0.794425 0.557261 0.428753 0.416512 0.353549 0.340249 0.311928 0.275749 0.260788 0.310106 0.205125 0.179041 0.176122 0.173993 0.158016 0.150455 0.141006 0.134206 0.280517 0.108496 0.103015 0.0967232 0.0910054 0.11108 0.101365
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.14122000000000004 0.092845000000000025 0.17025000000000004 0.11474000000000002 0.40945500000000007 -0.52595999999999987 -0.10607499999999999 0.082865000000000008 0.30112000000000005 0.083345000000000016 0.0082450000000000006 0.075045000000000014 -1.0000000180025095e-35 -0.079119999999999982 -0.053309999999999989 -0.49013999999999996 -0.15289999999999995 0.15799000000000005 0.090100000000000013 -0.030209999999999997 -0.23083499999999998 0.11669000000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 13 12 -5 11 -6 15 -7 14 16 19 -1 20 26 -4 -15 -20 -22 -24 -11 27 -14 -3 29 -29
right_child=1 2 9 8 10 7 -8 -9 -10 24 -12 -13 18 17 -16 -17 -18 -19 21 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00073930795436150272 0.00076027898145163131 0.00047782726354948861 0.00033021236272587763 0.00068899145281750747 0.00068394959405508539 0.00049224947027020315 0.00095252364331266793 0.00050500028676276341 0.00042447490240234175 0.00020328177537174758 0.00041656400886626028 0.00024910634592802453 0.00071209220076351811 0.000796864464805991 0.00085962102203562167 0.00023345140468017088 0.0005667345359783413 0.00069367104200394099 0.00082448744123765063 0.00052384758199111982 0.00084692295959307141 0.00066968658920742716 0.00051571024802663857 0.00075097895006208902 2.2993523046638673e-05 0.00049923136299094193 0.00061182373807739266 0.00046545799185081021 0.00025194651554914809 0.00034859165108956988
leaf_weight=38 71 31 26 37 77 21 70 41 60 33 24 132 378 1128 31 22 59 84 92 43 47 30 21 270 21 33 41 42 29 89
leaf_count=38 71 31 26 37 77 21 70 41 60 33 24 132 378 1128 31 22 59 84 92 43 47 30 21 270 21 33 41 42 29 89
internal_value=0 0.000419211 0.000378986 0.000750649 0.000467167 0.000759944 0.000781114 0.000698576 0.000525373 0.000275524 0.000620412 0.000309995 0.000712698 0.000773963 0.000688901 0.000398318 0.000634341 0.000780988 0.000721255 0.000450884 0.000785991 0.000786422 0.000749703 0.000734001 0.00013317 0.00039807 0.000702281 0.000380592 0.000361752 0.00038606
internal_weight=0 673 602 2448 325 2351 1748 603 97 277 101 223 562 1678 128 91 97 1550 541 69 1466 122 338 291 54 224 419 191 160 131
internal_count=3121 673 602 2448 325 2351 1748 603 97 277 101 223 562 1678 128 91 97 1550 541 69 1466 122 338 291 54 224 419 191 160 131
is_linear=0
shrinkage=0.00196078


Tree=9350
num_leaves=31
num_cat=0
split_feature=1 3 12 3 43 2 150 3 43 4 52 43 39 0 0 3 4 42 4 2 39 44 15 48 1 2 13 41 41 4
split_gain=0.825332 0.109954 0.108182 0.0720604 0.0850116 0.0587777 0.0576948 0.0574944 0.0447187 0.0432026 0.0387295 0.0375466 0.0320694 0.0298115 0.0289103 0.0282891 0.0308199 0.0451914 0.0279804 0.0315497 0.027342 0.0239292 0.0285926 0.0258758 0.0291626 0.0281189 0.023077 0.0226385 0.0299841 0.0216459
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.11924500000000002 -0.074359999999999996 0.11411 0.10980500000000001 0.31534000000000006 -0.025214999999999998 0.053180000000000012 0.048770000000000008 -0.095049999999999982 0.084405000000000008 -0.036484999999999997 -0.079119999999999982 -0.15713499999999997 -0.14098499999999997 0.084635000000000016 -0.023539999999999995 0.11362000000000001 0.096625000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.08790000000000002 0.085605000000000014 0.087995000000000004 -0.47860499999999995 0.075585000000000013 0.088180000000000008 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 11 13 21 8 20 14 26 -1 -13 -2 27 -16 17 -17 -10 -20 -3 22 23 24 -6 -26 -9 -4 -29 -11
right_child=1 7 9 -5 6 -7 -8 10 18 29 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0079292983649513465 0.0090850291900152775 0.0042555240480313923 0.0095145492983610396 0.0027178042193797109 0.0087343486481242707 0.0044124131870921703 0.003774417426791929 0.0015773818680000576 0.0089966185546169683 0.0082056379059548042 0.0041259124466652046 0.0015922645737121528 0.0057665639065413018 0.005193193659831126 0.010557265127343791 0.0084840994447660766 0.0087814023593489662 0.0028951832305882941 0.0073546499616872433 0.0038711904154087491 0.0014871232865455871 0.012165759265422821 0.01016821574700978 0.0099964874600650885 0.0075909742613889239 0.0024751916026053509 -0.0024979652279095415 0.013613012210736353 0.0086466948688030242 0.0048492481555080132
leaf_weight=52 81 88 1208 30 45 70 21 33 21 226 34 26 63 26 77 39 475 23 39 78 60 25 101 41 22 21 24 31 20 21
leaf_count=52 81 88 1208 30 45 70 21 33 21 226 34 26 63 26 77 39 475 23 39 78 60 25 101 41 22 21 24 31 20 21
internal_value=0 0.00460937 0.00886529 0.00745152 0.00779207 0.00666542 0.0088126 0.00364406 0.00434065 0.00916338 0.00145476 0.00579444 0.00454711 0.00813935 0.00932731 0.00876473 0.0085077 0.00641079 0.0056356 0.00503234 0.0031332 0.00922751 0.00890814 0.00792157 0.00695484 0.00509257 -0.000138554 0.00960168 0.0116654 0.00792028
internal_weight=0 554 2567 447 417 177 276 377 286 2120 91 141 89 107 1873 614 537 62 138 117 148 255 230 129 88 43 57 1259 51 247
internal_count=3121 554 2567 447 417 177 276 377 286 2120 91 141 89 107 1873 614 537 62 138 117 148 255 230 129 88 43 57 1259 51 247
is_linear=0
shrinkage=0.1


Tree=9351
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 1 2 4 4 3 1 0 150 2 40 4 4 2 475 10 2 52 10 475 52 3 52
split_gain=9.49197 1.4817 0.901168 0.833206 0.531225 0.497716 0.309842 0.270693 0.263454 0.240772 0.217058 0.197721 0.153595 0.145759 0.154216 0.128807 0.106596 0.0819544 0.0785809 0.076428 0.0704327 0.0694295 0.0685965 0.073643 0.0665053 0.0594638 0.0582218 0.0550561 0.0539661 0.0530638
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.14122000000000004 0.40945500000000007 0.40473500000000007 0.30112000000000005 0.089770000000000016 -0.10607499999999999 1.0000000180025095e-35 0.088850000000000012 -1.0000000180025095e-35 -0.51843499999999987 -0.036839999999999991 -0.0091949999999999983 -0.066784999999999983 -1.0000000180025095e-35 0.10584500000000001 0.40674500000000008 -0.38124499999999995 -0.088274999999999978 -0.55252499999999982 -0.010424999999999999 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 19 4 5 22 6 13 10 -5 15 12 -6 17 16 -15 21 24 -4 -18 -2 -16 -7 -3 -24 26 -9 -1 -23 -12 -29
right_child=1 2 7 8 11 9 -8 25 -10 -11 28 -13 -14 14 20 -17 18 -19 -20 -21 -22 27 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00063927830716417481 0.00073347585166201872 0.0003331816720755115 0.00037253701604262197 0.00064782534168459553 0.00063677653114758157 0.00072458216791632785 0.00082806701043546265 0.000235456783075268 0.00043365531877828764 0.00049155339035675434 0.00034555317977204281 0.00044691912172471776 0.00027129115360837141 0.00054918374190113543 0.00056853257484880144 0.0005186059982255479 0.00080974537221824414 0.00051198732770378055 0.00068455883724128145 0.0005925175606035719 0.00068923538356457285 0.00074751691198816483 0.00051019518983130363 0.00040681989068321468 0.00061669368130850492 0.00010071620135111551 0.00072852978655779893 0.00061525393253058396 0.0002614505460609079 0.00066758510362994561
leaf_weight=29 50 38 26 34 71 53 79 34 63 41 44 30 22 39 20 27 20 43 534 21 263 20 32 154 22 20 906 150 88 148
leaf_count=29 50 38 26 34 71 53 79 34 63 41 44 30 22 39 20 27 20 43 534 21 263 20 32 154 22 20 906 150 88 148
internal_value=0 0.000423885 0.000392289 0.000686816 0.000462327 0.000694164 0.000707834 0.000310114 0.000508725 0.000634624 0.000340277 0.000580383 0.000413954 0.000702652 0.000664776 0.000649362 0.000710724 0.000459441 0.000689078 0.000691784 0.000680705 0.000658878 0.000409096 0.000424605 0.000723254 0.000185553 0.000725762 0.000647928 0.000289485 0.000641244
internal_weight=0 673 602 2448 325 2351 1912 277 97 439 223 101 91 1833 322 398 1511 69 554 71 283 371 224 186 957 54 935 318 132 298
internal_count=3121 673 602 2448 325 2351 1912 277 97 439 223 101 91 1833 322 398 1511 69 554 71 283 371 224 186 957 54 935 318 132 298
is_linear=0
shrinkage=0.00196078


Tree=9352
num_leaves=31
num_cat=0
split_feature=1 2 12 4 3 43 150 150 12 43 1 50 15 43 4 52 11 15 51 14 3 43 52 16 43 52 16 15 49 160
split_gain=0.732048 0.0987166 0.0957271 0.0761196 0.0610767 0.07395 0.0509494 0.0491685 0.0380751 0.0322345 0.0252045 0.024788 0.0276248 0.0246388 0.0230217 0.0304373 0.0239007 0.0358755 0.0513591 0.0275175 0.0219279 0.0465654 0.0216676 0.0282204 0.02158 0.0428604 0.021076 0.019401 0.0223185 0.0205399
threshold=0.10920500000000001 0.14285500000000004 0.051320000000000005 0.27044500000000005 0.11924500000000002 -0.074359999999999996 0.084680000000000019 0.10980500000000001 0.099815000000000015 -0.085594999999999991 0.12958500000000003 0.041865000000000006 -0.079929999999999987 -0.073404999999999984 0.052250000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.040760000000000005 0.10302500000000002 0.078320000000000015 -0.11255999999999998 -0.13868499999999997 -0.090114999999999987 -0.054549999999999994 0.016310000000000002 0.048770000000000008 -0.11118499999999999 -0.093959999999999988 0.0065400000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 9 -2 24 14 22 -5 12 26 -10 16 -16 20 18 -18 -19 21 -4 -1 -24 25 27 -3 28 -7 -29
right_child=1 11 8 10 -6 7 -8 -9 13 -11 -12 -13 -14 -15 15 -17 17 19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0098052338976413016 0.0072908216428849305 0.0034180708029972655 0.0096093679912603244 0.0047543717942104859 0.0027463815255517453 0.0051365164257731527 0.0038775766299942792 0.0037187451762812477 0.0089253124817395991 0.0039657920216724504 0.0024767580102858389 0.0045364709574884426 -0.0017820462741403153 0.0071204918133288761 0.0066973800043060071 0.0092707468729735492 0.010457559053846184 0.015309757143259049 0.0046297554485499864 0.010488185203024025 0.0089759773050183209 0.0032781916315711684 0.0088178513188852652 0.0041285079085465635 0.0063243299276109612 0.011858553275879887 -2.1172524429857732e-05 0.0083660846405806261 0.0092740679837085994 0.011371367076935713
leaf_weight=20 169 49 26 107 30 32 59 21 115 67 89 30 23 221 103 83 62 20 20 29 1420 21 21 33 32 45 28 94 22 30
leaf_count=20 169 49 26 107 30 32 59 21 115 67 89 30 23 221 103 83 62 20 20 29 1420 21 21 33 32 45 28 94 22 30
internal_value=0 0.00442613 0.00843432 0.00516527 0.00710442 0.00741795 0.00640757 0.00836978 0.00871473 0.00555481 0.00372015 0.00201538 0.00125906 0.00773821 0.00889865 0.00784571 0.00902121 0.0103154 0.00903614 0.0124562 0.00890564 0.00678054 0.00699352 0.00595214 0.0087528 0.00910128 0.00216744 0.00840422 0.00682219 0.00909317
internal_weight=0 554 2567 424 447 417 228 276 2120 141 196 130 100 336 1784 186 1598 131 82 49 1467 47 74 54 255 223 77 178 54 124
internal_count=3121 554 2567 424 447 417 228 276 2120 141 196 130 100 336 1784 186 1598 131 82 49 1467 47 74 54 255 223 77 178 54 124
is_linear=0
shrinkage=0.1


Tree=9353
num_leaves=31
num_cat=0
split_feature=1 52 3 4 39 2 52 11 2 123 1 48 393 1 43 4 15 51 3 42 43 43 49 51 50 160 0 16 16 159
split_gain=0.593874 0.131593 0.0829924 0.0545417 0.0540088 0.0509758 0.0380613 0.031861 0.0307058 0.0273815 0.0249629 0.0249299 0.0250501 0.0240001 0.0260429 0.0247842 0.038196 0.0223599 0.0223252 0.0212347 0.0236995 0.0308089 0.0211145 0.0232232 0.0215801 0.0252429 0.0205431 0.0202958 0.0343348 0.0537217
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 0.087880000000000014 0.093320000000000014 0.19022000000000003 1.0000000180025095e-35 0.15109000000000003 0.084025000000000016 0.15964000000000003 0.14174500000000004 0.083525000000000016 0.10828500000000001 -0.084794999999999995 0.41379000000000005 -0.46471999999999997 0.084305000000000019 -0.0087149999999999988 0.11159000000000001 -0.097804999999999989 -0.05647499999999999 -0.008964999999999999 0.078435000000000019 0.11875500000000001 -0.087874999999999995 -0.086074999999999985 0.0047850000000000011 0.10994000000000002 0.050895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 11 22 9 -7 -4 12 13 18 -15 -16 -17 -9 -3 20 -6 -22 23 26 27 -26 -1 -24 29 -29
right_child=1 2 10 -5 19 8 -8 17 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0084259880220030874 0.0080344143106291701 0.0052935390805942013 0.0022138662501907055 0.002756594575872772 0.0068173474399372937 0.0073156679933668537 0.0075602241571208362 0.011149136616020567 0.0032847303741921985 0.0045195176231523828 -0.0015996255961778973 0.0013287305552512408 0.0022056802998874979 0.0029464923189952974 0.0075751986247875429 0.0081924600449080273 0.0032127226015544758 0.0072349777445197107 0.0016847957666808119 0.0010165734315523878 0.0022708930954679972 0.0064409828363833112 0.0083436940202970492 0.0048289485107249532 0.0085145717766135932 0.0036569344132895707 0.0063601777224582354 0.0073913874886578556 0.008497844677774256 0.001688739626357953
leaf_weight=111 90 40 94 22 20 655 57 54 21 37 21 20 29 25 84 24 43 20 30 40 91 22 1139 38 20 23 85 53 89 24
leaf_count=111 90 40 94 22 20 655 57 54 21 37 21 20 29 25 84 24 43 20 30 40 91 22 1139 38 20 23 85 53 89 24
internal_value=0 0.00445407 0.00395059 0.00771276 0.00448355 0.00775879 0.00519461 0.00806317 0.00705184 0.00716616 0.00151749 0.00473753 0.00498544 0.00531313 0.00593605 0.00643101 0.00499651 0.0100913 0.00374693 0.00303678 0.00364436 0.00308277 0.0079683 0.00709145 0.00812051 0.0059163 0.0075301 0.00819314 0.00716013 0.00561394
internal_weight=0 730 640 2391 525 2369 352 1656 713 692 115 295 275 246 176 151 67 74 70 173 133 113 1582 234 1348 43 196 1305 166 77
internal_count=3121 730 640 2391 525 2369 352 1656 713 692 115 295 275 246 176 151 67 74 70 173 133 113 1582 234 1348 43 196 1305 166 77
is_linear=0
shrinkage=0.1


Tree=9354
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 2 4 14 12 47 49 13 52 2 3 0 15 1 1 40 4 3 1 3 1
split_gain=8.54874 1.0575 0.825583 0.530817 0.508869 0.433405 0.315343 0.281012 0.28081 0.252797 0.212755 0.196004 0.174047 0.143117 0.133287 0.119935 0.114743 0.102015 0.0882941 0.160127 0.0825742 0.104943 0.0820781 0.079941 0.0792852 0.0752444 0.102478 0.0714493 0.0661688 0.0643905
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092390000000000014 0.14753000000000002 0.090285000000000018 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.033845000000000007 0.076175000000000007 0.13597000000000004 0.077555000000000013 -0.012034999999999999 -1.0000000180025095e-35 0.0046550000000000003 0.10402500000000002 -0.0043399999999999992 -0.11242999999999999 -0.095244999999999982 0.12000500000000001 0.16175000000000003 -0.063404999999999989 -0.064054999999999987 0.090900000000000009 0.12958500000000003 0.12745000000000004 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 8 12 -6 22 27 14 13 20 -8 25 -2 24 18 19 -9 21 -4 -3 -7 -11 -1 -27 -10 -18 -5
right_child=1 5 6 29 7 23 11 17 9 16 -12 -13 -14 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00057774386086833856 0.00035496131462209367 0.00027128580251550366 0.00059768563099935935 0.00031864132476495764 0.00056265577282768348 0.00014452846495039535 0.00055502545751640389 0.00031181962382705768 0.00051709519841985484 0.00030859765805308476 0.00034551422855420014 0.00047675971270270501 0.00070326449563893516 0.00041470354205051574 0.00066259987940054451 0.00052249557850763317 0.00028264780957547444 0.000482182600410944 0.00027771471096484952 0.00049302106564925389 0.00058354765277426597 0.000401437843638454 0.00013738376380620048 8.0473660156617753e-06 0.00019227712942033724 0.00052844164901726944 0.00038757252557481304 0.00035516527536160809 0.00040570351423001755 0.00019508469590410861
leaf_weight=69 20 24 20 50 31 77 768 50 22 33 22 171 46 29 33 92 42 22 55 30 1053 22 66 21 71 84 26 20 28 24
leaf_count=69 20 24 20 50 31 77 768 50 22 33 22 171 46 29 33 92 42 22 55 30 1053 22 66 21 71 84 26 20 28 24
internal_value=0 0.000285092 0.000547186 0.000407435 0.000468018 0.000228766 0.000563027 0.000392055 0.000265111 0.000303452 0.000529049 0.000536996 0.000585111 0.00054992 0.000548095 0.000492579 0.000270496 0.000358369 0.000338192 0.00037977 0.000580147 0.000494889 0.000173091 0.000115283 0.000229187 0.000526985 0.000495145 0.000439986 0.00033187 0.000278569
internal_weight=0 590 2531 186 422 404 2109 188 306 216 234 968 1141 797 212 112 174 157 135 80 1095 42 90 98 104 179 110 42 70 74
internal_count=3121 590 2531 186 422 404 2109 188 306 216 234 968 1141 797 212 112 174 157 135 80 1095 42 90 98 104 179 110 42 70 74
is_linear=0
shrinkage=0.00196078


Tree=9355
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 15 4 4 1 12 150 1 4 1 1 1 1 49 1 0 43 40 0
split_gain=9.25934 1.46057 0.770992 0.679775 0.563202 0.522653 0.392409 0.330795 0.330772 0.307725 0.272372 0.208618 0.255909 0.167009 0.16478 0.142196 0.138894 0.133987 0.13057 0.129668 0.125732 0.0945067 0.0932846 0.0913696 0.0767456 0.0761786 0.07075 0.0948178 0.0684384 0.065342
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.14122000000000004 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 -0.15289999999999995 0.083345000000000016 0.087695000000000009 1.0000000180025095e-35 0.122715 -0.52556499999999995 0.089770000000000016 0.16175000000000003 0.12408500000000001 0.13075500000000004 -0.070909999999999987 0.076935000000000017 -0.06563999999999999 -0.065269999999999981 -0.077714999999999992 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 7 28 11 -8 -4 17 12 -1 16 -10 -14 19 25 -2 -13 -21 -6 -16 -5 -17 29 -18 -28 -3 -7
right_child=1 4 9 23 21 10 8 -9 14 -11 -12 13 15 -15 22 24 26 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00062881113475309427 0.00055223240444828893 0.00023678664533593688 0.00055190769410633071 0.00034153050201293691 0.00015444847749554287 0.0005390957114408695 0.00046564499437051489 0.00071819549156909958 0.00045913957132428298 0.00032044160935062235 0.00036677228743838442 0.00077159939582497022 0.00054179977029358156 0.00052367214283086647 0.00029805948791953002 0.00048589013662992742 0.00058748206990270782 0.00040125821168570302 0.00040500628975414604 0.00062031954468259182 0.00048142471413941404 8.3681187061132054e-06 0.00019091935252229901 0.00019838125323207159 0.00033196039581964644 0.00059748690289494137 0.00041498820996326984 0.00058330229420514143 0.0001319890588010643 0.00043944158912205897
leaf_weight=52 115 46 34 60 90 262 54 79 20 63 41 21 43 118 122 20 776 27 29 691 26 21 42 24 33 81 22 31 50 28
leaf_count=52 115 46 34 60 90 262 54 79 20 63 41 21 43 118 122 20 776 27 29 691 26 21 42 24 33 81 22 31 50 28
internal_value=0 0.000313198 0.000572887 0.000440811 0.000247814 0.000579955 0.000288027 0.000593964 0.000330712 0.000401574 0.000518942 0.000588609 0.000518027 0.000594809 0.000291112 0.00045802 0.000600166 0.000534618 0.000522583 0.000619731 0.000615283 0.000126812 0.000270621 0.000300631 0.000390047 0.000544323 0.000582748 0.000513436 0.000182205 0.000529474
internal_weight=0 673 2448 228 445 2351 334 1912 238 97 439 1833 148 1685 184 96 1567 398 144 738 717 111 164 84 53 371 829 53 96 290
internal_count=3121 673 2448 228 445 2351 334 1912 238 97 439 1833 148 1685 184 96 1567 398 144 738 717 111 164 84 53 371 829 53 96 290
is_linear=0
shrinkage=0.00196078


Tree=9356
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 4 0 14 52 2 0 4 15 15 2 4 3 16 3 457 2 2 0 15 14 159
split_gain=12.367 1.49603 1.3681 1.14813 0.711898 0.500218 0.465101 0.441045 0.332608 0.255667 0.25158 0.215742 0.201134 0.235116 0.223699 0.1763 0.187237 0.165583 0.129662 0.134482 0.13646 0.117111 0.129226 0.112202 0.111875 0.109271 0.107424 0.136371 0.0974102 0.11054
threshold=0.10752500000000002 0.13075500000000004 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.13082500000000002 0.40124500000000002 0.090285000000000018 -0.17966999999999997 0.053925000000000008 -0.23194499999999998 0.076175000000000007 0.08257500000000001 0.10444500000000002 -0.074479999999999977 -0.059649999999999988 -0.03241999999999999 0.13592500000000005 0.25063000000000007 0.42642000000000008 0.30112000000000005 -0.073404999999999984 -0.13309499999999996 0.045365000000000009 0.14122000000000004 0.099185000000000009 -0.11242999999999999 -0.095244999999999982 -0.46413499999999996 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 10 18 -5 11 -6 17 -1 26 13 14 23 25 -17 21 19 20 -3 -9 -23 -10 28 -12 27 -4 -2 -30
right_child=1 5 7 6 8 -7 -8 9 12 -11 15 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00085674807455875441 0.00049517358036713555 0.00039283393940042245 0.00073588825762271881 0.00064861535064959146 0.00068629044264196821 0.00044321440688913614 0.00037767051299120863 0.00071332293406947374 0.00061475192280202595 0.00058986368639474794 0.00075444530391093317 0.00085302334713915527 0.00064409448899687295 0.00034201038263848363 0.00036527545804403074 0.00063076499518933558 0.00043799816841487161 0.00051414857841615273 9.7380469407082776e-05 0.00018689647911319311 0.000183739464903506 0.00074046813942173814 0.00065110336796055123 0.00046558614468298281 0.00022969903417077719 0.00058435086599167656 0.00071982838112651494 0.00051217637582617328 0.00038891899726079026 0.00028316474006753793
leaf_weight=22 21 30 20 102 31 39 32 302 47 149 53 46 22 57 35 76 26 23 38 112 20 73 421 33 25 20 1053 22 114 57
leaf_count=22 21 30 20 102 31 39 32 302 47 149 53 46 22 57 35 76 26 23 38 112 20 73 421 33 25 20 1053 22 114 57
internal_value=0 0.00035973 0.000674967 0.000441204 0.000573055 0.000240075 0.000583912 0.000695359 0.000497698 0.000664574 0.000659123 0.000721476 0.000467562 0.000444982 0.00049602 0.000634278 0.000581628 0.000678166 0.000200463 0.000224643 0.000309196 0.000682905 0.000664309 0.000553221 0.00035308 0.000707844 0.00071595 0.000618706 0.000369145 0.000353668
internal_weight=0 590 2531 351 422 239 134 2109 225 968 197 1141 194 172 115 175 102 819 200 162 50 796 494 80 217 73 1095 42 192 171
internal_count=3121 590 2531 351 422 239 134 2109 225 968 197 1141 194 172 115 175 102 819 200 162 50 796 494 80 217 73 1095 42 192 171
is_linear=0
shrinkage=0.00196078


Tree=9357
num_leaves=31
num_cat=0
split_feature=1 3 12 1375 43 3 2 2 12 4 43 43 2 1 43 52 43 49 13 4 4 3 2 4 133 475 2 39 0 12
split_gain=0.673267 0.097202 0.0843451 0.0598697 0.0597877 0.0499434 0.0496886 0.0490585 0.0362602 0.0294669 0.0293299 0.0509512 0.0741253 0.0284884 0.0283769 0.0335566 0.0274991 0.0327129 0.0256091 0.0361847 0.0249982 0.0304793 0.027239 0.0249029 0.0358086 0.0279529 0.0247081 0.0240341 0.0227935 0.0260063
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 -0.092319999999999985 -0.074359999999999996 0.11658 0.31358000000000003 0.11411 0.088245000000000004 -0.00059999999999999995 0.093175000000000022 0.0034250000000000005 0.08647500000000001 0.13075500000000004 0.016310000000000002 0.048770000000000008 -0.095049999999999982 -1.0000000180025095e-35 -0.004174999999999999 -0.010655 -0.080744999999999997 -0.082404999999999992 0.080205000000000012 -0.016304999999999997 0.088525000000000006 -0.085734999999999992 0.090545000000000014 0.08568000000000002 -0.092404999999999973 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 16 14 18 13 10 28 11 20 -13 -2 15 26 -5 -18 -3 -20 21 22 -4 -22 25 -25 -6 -19 -10 -30
right_child=1 6 8 4 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 27 19 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.001800085179021825 0.0082355773820402649 0.0029859503225682753 0.012017971542738979 0.0071312809962994208 0.009314655579146347 0.0043758161773843713 -0.00095227231593945851 0.004048345573246479 0.010007718556109026 0.0070941964586288516 0.011701352561287808 0.0080709101484337069 0.00096176260383799665 0.0040500357086420994 0.0057172194136572742 0.011216362814108531 0.0060613635240588347 -0.00032022801053244621 0.0080080174737506456 0.003817444902994595 0.0071297945151465167 0.012237051793521173 0.0088766846241289023 0.011996771592427702 0.0064510250470798036 0.0089338795000327847 0.0069095345110217312 0.0045822271041106441 0.0081778441681731387 0.0050252234896308642
leaf_weight=23 87 237 31 52 88 36 26 70 66 312 33 55 20 20 35 45 45 20 27 87 112 38 252 34 52 241 83 20 847 27
leaf_count=23 87 237 31 52 88 36 26 70 66 312 33 55 20 20 35 45 45 20 27 87 112 38 252 34 52 241 83 20 847 27
internal_value=0 0.00417351 0.00801742 0.00676908 0.00703863 0.00785906 0.0032659 0.00610667 0.00828063 0.00793627 0.00877732 0.00866176 0.00617514 0.00745323 0.00835865 0.00878665 0.00531991 0.00421178 0.00357836 0.00480995 0.00890715 0.00957785 0.00922078 0.00841673 0.00885752 0.00931256 0.00814726 0.002131 0.00821577 0.00808045
internal_weight=0 554 2567 447 424 287 377 177 2120 1252 868 835 75 107 251 216 137 85 351 114 760 321 283 439 327 275 171 40 940 874
internal_count=3121 554 2567 447 424 287 377 177 2120 1252 868 835 75 107 251 216 137 85 351 114 760 321 283 439 327 275 171 40 940 874
is_linear=0
shrinkage=0.1


Tree=9358
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 47 14 4 2 2 4 2 52 457 12 160 3 47 1 14 4 15 131 2 0 14 151
split_gain=7.62435 1.24041 0.838601 0.57229 0.464339 0.350799 0.286283 0.279715 0.243322 0.207307 0.184226 0.16541 0.157158 0.107398 0.0922387 0.088572 0.0814636 0.104086 0.0774334 0.0798644 0.073184 0.0680201 0.0652914 0.0650912 0.0615657 0.0544012 0.0768804 0.0440466 0.0531759 0.0477369
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.13501500000000002 0.36766000000000004 0.092845000000000025 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.089885000000000007 0.27834500000000006 0.094835000000000017 -0.56176499999999996 0.080930000000000016 0.086915000000000006 -0.067824999999999983 -0.011549999999999998 0.090100000000000013 0.091450000000000017 0.097795000000000007 -0.036839999999999991 -0.053579999999999996 0.082750000000000004 0.31358000000000003 -0.23091999999999999 -0.23083499999999998 -0.080549999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 7 20 6 9 14 11 12 -6 13 21 -4 -1 -14 -17 -18 -15 -20 27 -5 -11 -2 -16 26 -13 -3 -29 -30
right_child=1 2 8 5 10 -7 -8 -9 -10 22 -12 25 15 18 24 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00059734980056599745 0.00059184646138957903 0.00036518744082656156 0.000311224924305865 0.00057619732933988867 0.00051431526337101846 0.0003708762929120694 0.00034977204842018148 0.00033417333590350407 0.00035781146853199741 0.00068394923907014269 0.00033512300487571197 0.00013163016069694071 0.0006203547678482039 0.00029037273858133179 0.00051329076799088683 0.00053584151352910412 0.00035767668618442278 0.00054632661840919926 0.00023867409973205605 0.00011099535737717767 0.00038610066620486916 0.00053719042055614665 0.00055628619814182035 0.00046761943380427517 0.00037578834493815844 0.00021049509098862901 -9.0426517942664673e-06 0.00034694765175467119 0.00030364768430703008 0.00022805404153032477
leaf_weight=28 50 23 39 1121 71 39 25 66 34 67 32 59 45 23 31 737 23 22 31 48 32 203 20 24 21 20 20 31 52 84
leaf_count=28 50 23 39 1121 71 39 25 66 34 67 32 59 45 23 31 737 23 22 31 48 32 203 20 24 21 20 20 31 52 84
internal_value=0 0.000312059 0.000282471 0.000547707 0.000349835 0.000555257 0.000558435 0.000428663 0.000202569 0.000560766 0.000458644 0.000180576 0.000556971 0.000223709 0.000506617 0.000535764 0.000530896 0.000449906 0.000190248 0.000161097 0.000299352 0.000570217 0.000654601 0.000551557 0.000457761 0.000119144 9.60168e-05 0.000284742 0.000273662 0.000256957
internal_weight=0 673 599 2448 325 2302 2263 146 274 2238 103 240 2151 141 80 827 782 45 102 79 222 1324 87 74 52 99 79 190 167 136
internal_count=3121 673 599 2448 325 2302 2263 146 274 2238 103 240 2151 141 80 827 782 45 102 79 222 1324 87 74 52 99 79 190 167 136
is_linear=0
shrinkage=0.00196078


Tree=9359
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 1 11 2 4 2 2 2 4 2 50 49 130 11 3 52 1 130 14 43 4 1 1 0 4
split_gain=6.8703 1.07833 0.698246 0.54486 0.447148 0.314408 0.265475 0.255346 0.238527 0.233609 0.182893 0.164086 0.142197 0.13033 0.116839 0.0980944 0.0862894 0.0843711 0.076238 0.0704169 0.0842196 0.0673691 0.0655036 0.0629384 0.0707253 0.0628342 0.0632638 0.0581758 0.056104 0.0539728
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.092845000000000025 1.0000000180025095e-35 0.089885000000000007 0.40473500000000007 -1.0000000180025095e-35 0.13712500000000002 0.10467500000000002 -0.15464999999999998 0.094835000000000017 0.086295000000000011 -0.054984999999999992 -0.076894999999999977 0.078340000000000007 -0.11171999999999999 -0.034054999999999995 0.086920000000000011 0.012250000000000002 0.07913000000000002 -0.093959999999999988 -0.0073899999999999999 0.086920000000000011 0.14516000000000004 -0.097024999999999986 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 6 10 7 14 8 21 16 27 19 -12 -14 -1 -4 -6 -15 -9 20 -10 -5 -16 24 -20 -21 -27 -3 -23 -2
right_child=1 2 15 5 9 -7 -8 18 11 -11 12 -13 13 17 22 -17 -18 -19 23 25 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00056062575106193371 0.00053124423186940513 0.00020249662281832356 9.619470262609589e-05 0.00052976249846230835 0.00032676002480929676 0.00026279150333721193 0.0002890786630850212 0.00067867174744606017 0.00031483428917971311 0.00026681202023507203 0.00041164552756384307 0.0003520882422053058 0.00041200056745141164 0.00012518502479674771 0.00033909126663585751 0.00022897178850954394 0.00047303297305249396 0.00025931760915929767 0.00043679940569050168 0.0005050037460514324 0.00047518797089896812 0.00042750380699733276 0.00047868929462495196 0.00064178776870152377 0.00057201775784545693 0.0004761230167398015 0.00037122686542692332 8.6536967603404545e-05 0.00050678609296125681 0.000414393079770602
leaf_weight=28 55 80 103 927 20 20 64 30 20 45 27 38 20 20 28 27 69 183 20 412 34 38 24 31 58 280 24 21 354 21
leaf_count=28 55 80 103 927 20 20 64 30 20 45 27 38 20 20 28 27 69 183 20 412 34 38 24 31 58 280 24 21 354 21
internal_value=0 0.000278614 0.000251385 0.00050019 0.00028559 0.000507559 0.000383206 0.000509719 0.000504398 0.000381948 0.000248804 0.000477869 0.000277253 0.000260981 0.000458508 0.000123771 0.000440163 0.000246103 0.000591141 0.000484076 0.000415798 0.00052065 0.000403521 0.00056705 0.000537346 0.000489225 0.000467842 0.000178386 0.000499101 0.000498956
internal_weight=0 691 615 2430 485 2286 144 2266 2127 134 351 808 250 223 80 130 89 203 139 770 54 1319 52 109 78 716 304 101 392 76
internal_count=3121 691 615 2430 485 2286 144 2266 2127 134 351 808 250 223 80 130 89 203 139 770 54 1319 52 109 78 716 304 101 392 76
is_linear=0
shrinkage=0.00196078


Tree=9360
num_leaves=31
num_cat=0
split_feature=1 3 12 15 1 2 2 2 2 2 4 2 0 12 11 16 2 52 52 43 13 40 0 1 15 51 51 16 132 1
split_gain=0.645114 0.0910773 0.0806073 0.0573643 0.0618754 0.0457203 0.0451956 0.0442469 0.041668 0.0474182 0.0344505 0.0331504 0.0339757 0.031745 0.0362571 0.033898 0.0286752 0.0317198 0.0282315 0.0262165 0.0290225 0.0300683 0.0283057 0.0255334 0.0249144 0.0485061 0.0264899 0.0246987 0.0230643 0.0329095
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.035560000000000008 0.092845000000000025 0.11411 0.14753000000000002 0.10855000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.40124500000000002 -0.0091949999999999983 -0.099059999999999995 0.11734000000000001 1.0000000180025095e-35 0.0057500000000000008 0.079055000000000014 0.047850000000000011 -0.090114999999999987 -0.078139999999999973 -0.0075049999999999987 -0.063404999999999989 -0.22491999999999998 0.13075500000000004 0.040760000000000005 0.10411500000000001 -0.047599999999999996 -0.010264999999999998 0.088890000000000011 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 23 8 16 -3 -10 13 -6 27 14 15 -4 -1 18 -18 -11 21 -21 -22 -2 25 26 -16 -13 29 -8
right_child=1 6 10 -5 11 -7 28 -9 9 19 -12 12 -14 -15 24 -17 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004719706473406405 0.0080067789195447988 0.0019914933083955907 0.0083175405871496345 0.0099033603360415626 0.0021616028049417464 0.0039791149526302305 0.0017773802822701773 0.0038126096253593765 0.0086302823637827084 0.001054300659103319 0.0040847104938057741 0.0054048129198781686 0.0079491271981082506 0.0062850393399719318 0.0084059411883164129 0.0072190216262601279 0.0094689824906906694 0.01061484124115173 0.0062888030395646336 0.0067779887188225991 0.003492022432265398 0.0023519334875428204 0.0079593472648411996 0.0040442554355831816 0.011439333103286724 0.0043681361014023421 0.012105154874734582 0.0016864904658059063 0.0041045321913375319 -0.0029833043483085929
leaf_weight=24 87 84 1512 48 36 70 53 30 26 25 21 80 42 87 49 345 46 47 71 20 23 66 37 20 54 20 32 23 23 20
leaf_count=24 87 84 1512 48 36 70 53 30 26 25 21 80 42 87 49 345 46 47 71 20 23 66 37 20 54 20 32 23 23 20
internal_value=0 0.00409491 0.0078576 0.00663723 0.00624432 0.00596617 0.00321636 0.00737902 0.00385633 0.0046515 0.00811491 0.00487765 0.00555198 0.00815523 0.0082361 0.00811345 0.00794813 0.00842058 0.00753913 0.00404653 0.0045589 0.00338125 0.00624687 0.00726612 0.00970544 0.0087784 0.00986736 0.00457451 0.00134312 0.000473083
internal_weight=0 554 2567 447 399 177 377 218 281 197 2120 181 145 2099 2012 1857 188 164 117 171 146 86 60 107 155 101 81 103 96 73
internal_count=3121 554 2567 447 399 177 377 218 281 197 2120 181 145 2099 2012 1857 188 164 117 171 146 86 60 107 155 101 81 103 96 73
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=31
num_cat=0
split_feature=1 12 1 2 47 376 4 52 149 156 457 0 48 3 2 0 133 13 3 4 43 2 13 158 12 16 14 12 151 2
split_gain=0.529606 0.130146 0.0701467 0.0529479 0.0492547 0.0430502 0.0397383 0.0375793 0.0355226 0.0311533 0.0300918 0.0288501 0.029022 0.028389 0.0373889 0.0369731 0.0282644 0.0296114 0.0274382 0.0335349 0.0321247 0.0267082 0.0253499 0.0235346 0.0236191 0.0235079 0.0234603 0.0284404 0.021926 0.0218847
threshold=0.11829500000000003 0.051320000000000005 0.093575000000000019 0.11362000000000001 0.085505000000000012 0.080200000000000007 0.053180000000000012 -0.40967499999999996 0.081720000000000015 0.10339000000000002 0.10613500000000002 0.024095000000000002 -1.0000000180025095e-35 -0.13309499999999996 0.081685000000000021 -0.068604999999999985 0.087035000000000015 -0.08971999999999998 -0.0063699999999999989 0.36766000000000004 -0.016814999999999997 1.0000000180025095e-35 -0.0093149999999999986 0.085030000000000008 0.096475000000000019 0.24134000000000003 -1.0000000180025095e-35 0.11734000000000001 1.0000000180025095e-35 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 8 -6 13 -4 9 11 16 12 -2 14 -3 -15 17 -9 20 -20 -19 -1 -18 28 -25 26 -14 -28 -8 -23
right_child=4 6 7 -5 5 -7 23 10 -10 -11 -12 -13 25 15 -16 -17 22 18 19 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0041599459868545329 -0.0013839428100491996 0.012079142889490834 0.0085579772056503731 0.0024619236700236802 0.0057087390897247728 0.00065257376963494436 0.0053468617378996733 0.0029252257430925966 0.0061964918603189291 0.0053080553330643026 0.0010252516340607633 -0.0012371595880454956 0.0060578873357735579 0.0075029320065351929 0.0080448437015701382 0.0060932866417372361 0.0043316575867885891 0.0056518263270274975 0.0088275397479858093 0.0049192528592400435 0.00092304863734170804 0.010523116953360539 -5.0636416100050236e-05 0.0092713381435411673 0.0053891666703857486 -0.00070048565643706501 0.0015287519351936088 0.0052744118935571845 0.008747646816828776 0.0073051917642923238
leaf_weight=24 23 27 22 25 85 21 195 47 20 23 26 34 20 1521 154 212 33 51 46 42 20 24 22 42 25 21 92 26 21 177
leaf_count=24 23 27 22 25 85 21 195 47 20 23 26 34 20 1521 154 212 33 51 46 42 20 24 22 42 25 21 92 26 21 177
internal_value=0 0.00694479 0.00558245 0.00682784 0.00289122 0.00470705 0.00729142 0.00457485 0.00214806 0.00180928 0.00426952 0.00143673 0.00193625 0.00745495 0.00864665 0.00733049 0.0045927 0.00513041 0.00578226 0.00696222 0.00431978 0.00731294 0.00257874 0.00618539 0.00782277 0.00241652 0.00289085 0.00235407 0.00567749 0.00768942
internal_weight=0 2756 559 250 365 106 2197 309 259 239 287 216 182 1914 181 1733 261 206 159 88 71 225 55 283 67 159 138 118 216 201
internal_count=3121 2756 559 250 365 106 2197 309 259 239 287 216 182 1914 181 1733 261 206 159 88 71 225 55 283 67 159 138 118 216 201
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 10 4 4 147 3 376 43 13 13 3 15 481 3 1 159 0 0 147 151 156 3 160 159 13 157
split_gain=0.428981 0.105418 0.0592507 0.0550433 0.0562503 0.0469272 0.0326581 0.0320244 0.0361058 0.0340453 0.0310345 0.0298242 0.0294637 0.0285497 0.0266243 0.0301522 0.0256511 0.024861 0.0244193 0.0232054 0.0224391 0.0235367 0.0220802 0.0217223 0.0204718 0.0202315 0.0231261 0.0362839 0.0192288 0.0199634
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 -0.077604999999999993 0.11924500000000002 -0.079859999999999987 0.40124500000000002 0.40945500000000007 1.0000000180025095e-35 -0.13309499999999996 0.080200000000000007 -0.23229999999999998 -0.0093149999999999986 0.0076650000000000008 -0.13309499999999996 0.13592500000000005 -0.051484999999999996 0.149315 0.14262000000000002 0.085035000000000013 -0.074479999999999977 -0.14116499999999996 0.090755000000000016 -0.059889999999999992 0.10788500000000002 -0.045649999999999989 -0.063384999999999983 -0.073364999999999986 -0.094514999999999988 -0.083699999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 13 18 14 8 10 -9 17 -4 -13 22 16 20 -3 -7 -2 28 21 -16 -5 -14 -23 26 27 -22 -18 -30
right_child=5 6 3 4 -6 7 -8 9 -10 -11 -12 12 23 -15 15 -17 19 -19 -20 -21 25 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.4168624236531878e-05 0.0016441874438896777 0.0045074863994324747 0.0064324499549590717 0.0070816823721963525 0.0032754554950560517 0.0067605500655081967 0.0036561454318871259 0.0057743515312639916 0.00084241108054778106 0.0015467377853396178 0.0017548988927155733 0.0043151083449456135 0.0032542524377590625 0.0033578564126331076 0.0033243548125028613 0.0038190713316974484 0.0098824749576548743 0.0032123774913738351 -0.0026837141089014372 0.010768585904900518 0.0067877934027749769 0.0068201176404728064 0.0036291814257856459 -0.00068728731669209623 0.0035993690090253953 0.0028642107721506844 0.0063782169449540464 0.0015538808899388339 0.0094829351569597556 0.0063370797842071634
leaf_weight=23 32 22 34 251 65 67 38 22 27 142 25 84 29 26 20 41 30 28 22 28 26 1491 20 27 20 21 317 27 26 90
leaf_count=23 32 22 34 251 65 67 38 22 27 142 25 84 29 26 20 41 30 28 22 28 26 1491 20 27 20 21 317 27 26 90
internal_value=0 0.00625031 0.0050242 0.00523747 0.00594004 0.0026021 0.00656228 0.00307458 0.0041464 0.00211386 0.0048898 0.0037758 0.00313061 0.0065232 0.00661343 0.00650246 0.00772476 0.00571477 -0.000119032 0.00813154 0.0065597 0.00673238 0.00682689 0.00135387 0.00677749 0.00588358 0.00605495 0.00412146 0.00762581 0.00704219
internal_weight=0 2756 559 536 362 365 2197 311 147 164 120 174 140 297 2159 1963 196 95 54 174 1922 1531 271 56 1511 391 370 53 146 116
internal_count=3121 2756 559 536 362 365 2197 311 147 164 120 174 140 297 2159 1963 196 95 54 174 1922 1531 271 56 1511 391 370 53 146 116
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=31
num_cat=0
split_feature=1 12 1 10 1375 484 43 4 4 47 0 51 3 42 1208 401 48 158 16 0 2 12 43 147 39 151 12 4 1 15
split_gain=0.347475 0.0853888 0.0493165 0.038011 0.0323594 0.0396809 0.0318339 0.0289441 0.0273568 0.0251348 0.0245714 0.0242608 0.0252981 0.02354 0.0233236 0.0223255 0.0200205 0.019444 0.0183439 0.0356127 0.0293763 0.018044 0.0194187 0.0189029 0.0291833 0.0177848 0.0171843 0.0170047 0.0168495 0.0310766
threshold=0.11829500000000003 0.051320000000000005 0.08864000000000001 -0.079859999999999987 -0.096099999999999977 -0.011244999999999998 -0.078139999999999973 -0.033174999999999989 0.053180000000000012 0.077555000000000013 -0.052984999999999997 -0.40274499999999996 -0.13309499999999996 0.11387000000000001 0.099975000000000008 0.085900000000000018 0.083685000000000009 0.085030000000000008 0.31475000000000003 -0.026509999999999995 0.092235000000000025 -0.089199999999999988 -0.070064999999999975 1.0000000180025095e-35 0.097050000000000011 1.0000000180025095e-35 0.096475000000000019 0.42051500000000003 0.083345000000000016 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 10 -4 -6 16 -5 13 -1 -2 -9 -13 -3 -15 21 -7 25 19 20 -8 22 -14 24 -23 28 -19 -22 -10 -30
right_child=3 8 4 7 5 6 18 11 17 -11 -12 12 15 14 -16 -17 -18 26 -20 -21 27 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0053257278034358202 0.0015945231971493216 0.0061443699715948812 0.00011204219931228595 0.0051755422747932212 0.0078236911047357503 0.00089209645752816877 0.0068602582713103172 0.0054144051391631365 0.0049014611866255112 0.0085137182284660395 -0.002781152599934666 0.0050960049452260141 0.001466601871929708 0.0041861820224720894 0.0071935632929318793 -0.0014465956995263697 0.003536092206953802 0.0077122423243487174 0.0074141068151220681 0.00035411653197592216 0.0032079612822705061 0.0029736407764721661 0.005521119723993319 -0.0011878395812924614 -0.00030133803876919842 0.0072917766248186428 0.0044008670169860126 0.0063235161106356174 0.0046057040537042281 0.00015263297525234523
leaf_weight=168 33 1763 22 43 26 48 46 24 128 29 21 25 21 118 33 20 71 42 20 21 86 90 27 22 39 21 25 22 42 25
leaf_count=168 33 1763 22 43 26 48 46 24 128 29 21 25 21 118 33 20 71 42 20 21 86 90 27 22 39 21 25 22 42 25
internal_value=0 0.00562528 0.00452178 0.00234189 0.00382889 0.00406939 0.00375852 0.00276712 0.00590605 0.00579503 -0.000107129 0.00238069 0.0020823 0.00604174 0.00484342 0.00173826 0.00246961 0.00498836 0.00454509 0.0042172 0.00474399 0.00205835 0.00374727 0.00152148 0.00198353 0.00452671 0.00647665 0.00384261 0.00422894 0.00294411
internal_weight=0 2756 559 365 362 340 314 311 2197 197 54 268 244 1914 151 219 119 283 195 175 154 199 48 151 129 216 67 108 195 67
internal_count=3121 2756 559 365 362 340 314 311 2197 197 54 268 244 1914 151 219 119 283 195 175 154 199 48 151 129 216 67 108 195 67
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 12 2 52 1 11 447 9 16 3 159 16 1212 1447 1446 16 2 483 15 157 150 52 47 14
split_gain=0.281454 0.0691649 0.0407704 0.0414852 0.0444572 0.0418109 0.0343101 0.0407645 0.0242683 0.0274622 0.040388 0.0463383 0.0240633 0.0453506 0.0250014 0.0249772 0.0358824 0.0346282 0.0294279 0.0371991 0.0493418 0.0311918 0.0355674 0.0283429 0.027285 0.0244152 0.0295139 0.0241422 0.0232833 0.0234279
threshold=0.11829500000000003 0.051320000000000005 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.11924500000000002 0.31370500000000007 -0.42850999999999995 0.088555000000000009 -0.53447999999999996 0.089875000000000024 0.087575000000000014 0.084065000000000015 0.081890000000000004 -0.087659999999999988 -0.082234999999999989 0.030370000000000005 -0.080954999999999985 0.089590000000000017 -0.085804999999999979 0.083715000000000026 -0.08231999999999999 0.084055000000000005 -0.067254999999999995 0.088345000000000021 -0.087084999999999982 0.10874500000000002 -0.15275999999999998 0.085770000000000027 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 28 -8 12 -10 -11 -12 13 14 -3 18 17 -17 19 -16 23 -20 -23 -21 -22 -25 -27 -19 29 -2
right_child=6 8 3 -5 5 -7 7 -9 9 10 11 -13 -14 -15 15 16 -18 27 21 20 24 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-5.3125206866989972e-05 0.0048932551825419078 0.0063254631675191356 0.0026603194570543566 0.0079938011842646782 0.005194629381054563 0.0023652902573303436 0.003144264564959004 -0.0012453726503216397 0.0063747407506323517 0.0049152710059949759 -0.0017405698203947395 0.0044333260252906554 0.0024044866468814334 0.009973292039164033 0.0030060388217680156 0.0019654145903353184 0.00098400901501568476 0.0026674252808804562 0.0068417801140722911 0.0094544314291505598 0.012154007204808297 0.005089549191862993 -0.00041352249475797481 0.0079427282867390054 0.0069305030303075917 0.0056503306948135724 0.0018729758903976868 0.0057661756469473959 0.0040264225826154706 0.0016069660256240554
leaf_weight=23 25 328 160 28 284 64 34 56 117 794 20 31 23 24 40 35 26 29 22 21 20 23 24 43 20 346 22 189 86 164
leaf_count=23 25 328 160 28 284 64 34 56 117 794 20 31 23 24 40 35 26 29 22 21 20 23 24 43 20 346 22 189 86 164
internal_value=0 0.00506275 0.0040696 0.00424651 0.00403997 0.00467429 0.0021077 0.000412935 0.00531544 0.00493887 0.00474006 0.00201219 0.00560877 0.00566958 0.00558264 0.00529933 0.00452164 0.00488519 0.00567278 0.00593405 0.00618218 0.00373412 0.00227947 0.00587107 0.00954226 0.00568797 0.00542451 0.00535396 0.00266235 0.00204166
internal_weight=0 2756 559 536 508 348 365 90 2197 962 845 51 1235 1212 1188 860 279 253 581 512 472 69 47 432 40 411 368 218 275 189
internal_count=3121 2756 559 536 508 348 365 90 2197 962 845 51 1235 1212 1188 860 279 253 581 512 472 69 47 432 40 411 368 218 275 189
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 2 14 4 0 15 4 1 1 1 47 12 0 1 133 13 16 15 4 160 42
split_gain=15.5106 2.57948 1.44994 1.12712 0.856183 0.824448 0.51504 0.443496 0.403356 0.335294 0.298164 0.286847 0.23722 0.20674 0.355464 0.183733 0.367006 0.17074 0.152874 0.14679 0.134812 0.127401 0.105711 0.100908 0.0993582 0.098505 0.0921507 0.0890909 0.0876432 0.0847378
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13082500000000002 0.14285500000000004 0.11474000000000002 0.092845000000000025 0.14838000000000004 0.062655000000000016 0.40945500000000007 -0.10607499999999999 -0.10653 -0.015039999999999998 0.089770000000000016 0.091195000000000012 0.075045000000000014 0.090100000000000013 0.090285000000000018 -0.038659999999999993 0.083345000000000016 -1.0000000180025095e-35 -0.0034749999999999994 0.15273500000000004 -0.41942499999999994 -0.036839999999999991 -1.0000000180025095e-35 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 19 11 10 15 29 -5 12 13 -4 14 -1 18 20 -15 21 23 -17 -7 -16 -3 -25 -23 -12 -2 -14 -6
right_child=1 2 6 9 8 7 -8 -9 -10 -11 26 -13 28 17 22 16 -18 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00084804702107606602 0.00078864685885621471 0.00024493957087519315 0.00039669512657444593 0.00067578553087381565 0.00058711951978137223 0.00073207479990704456 0.00047442616108127794 0.00049387941871151188 0.00037419206852373348 0.00043689997412108179 0.00021662727224532749 0.00090565497667106324 0.00032057105270771663 0.00078529644844650519 0.00071063823362801286 0.00074947686583031533 0.0004878873146146187 0.00072395788332280402 0.0008007856396511267 0.00050535994143055367 0.00066664826385781216 0.00052238309444610921 0.0005472300302294085 0.00034306093489600009 0.00043848800444067727 0.00069521032821606189 8.2041264351729901e-05 0.00063851863758014138 0.00019515752480581353 0.00071619194049656
leaf_weight=34 55 24 45 37 33 264 37 39 24 58 31 62 29 1140 23 118 36 206 105 33 210 21 45 107 69 32 53 21 82 48
leaf_count=34 55 24 45 37 33 264 37 39 24 58 31 62 29 1140 23 118 36 206 105 33 210 21 45 107 69 32 53 21 82 48
internal_value=0 0.000406373 0.000364259 0.0007393 0.000450448 0.000747818 0.000259091 0.000697972 0.000597455 0.00052994 0.000225893 0.000775051 0.000276607 0.000769459 0.000684349 0.000708098 0.00067582 0.000775909 0.000735941 0.0003842 0.000696446 0.000714462 0.0006025 0.000364209 0.000380473 0.000626732 0.00013171 0.000747164 0.000227923 0.000663607
internal_weight=0 691 615 2430 338 2335 277 825 105 95 240 1510 156 1448 102 786 364 1346 422 233 328 317 68 200 176 53 84 76 111 81
internal_count=3121 691 615 2430 338 2335 277 825 105 95 240 1510 156 1448 102 786 364 1346 422 233 328 317 68 200 176 53 84 76 111 81
is_linear=0
shrinkage=0.00196078


Tree=9366
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 2 4 0 10 16 3 45 3 4 149 41 3 14 11 4 3 16 4 2 1 15 1 13 1
split_gain=0.290528 0.0691867 0.0494473 0.0443011 0.0365934 0.0389338 0.0328485 0.0332395 0.0306071 0.0256588 0.0242724 0.0241192 0.0235571 0.0300919 0.0559461 0.0233783 0.0206337 0.0205514 0.0197351 0.0192212 0.0341356 0.0364184 0.0272036 0.026913 0.0205903 0.031641 0.0182149 0.0179015 0.0175649 0.016478
threshold=0.10312500000000001 -0.52606999999999993 0.14699000000000004 0.087770000000000015 0.11362000000000001 -1.0000000180025095e-35 0.14285500000000004 0.40124500000000002 -0.14116499999999996 -0.062879999999999978 -0.50339499999999993 0.0022600000000000003 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.07770500000000001 0.083975000000000008 -0.042499999999999989 0.062655000000000016 0.08776500000000001 -0.49013999999999996 -0.16726499999999997 0.19444000000000003 -0.15289999999999995 0.089005000000000015 0.083345000000000016 0.095175000000000023 0.081315000000000012 -0.0075049999999999987 0.13869000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 10 7 12 11 -4 -3 -7 13 18 -15 16 29 -10 19 20 22 -22 -1 -23 -25 -26 27 -20 -12 -6
right_child=1 2 9 -5 15 8 -8 -9 17 -11 28 -13 -14 14 -16 -17 -18 -19 26 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.010256955530494452 0.0060775530368173082 0.0046065277680915236 -0.0025888894562653844 0.0071522459434345369 0.0016608792559608171 0.00059362383753371745 0.0024159164451516401 0.0014732774328546261 0.0047301871737895108 0.0014473590188630162 0.0021577818353553531 0.0044328290205966269 0.0083718119990617897 0.0053993170504503321 0.00035171304445932898 0.0052163595118327067 0.0047159169334918261 0.0079765947700555749 0.0066316618085173629 0.0024852001786474951 0.0011792291465791919 0.0026163912408186923 0.0059630035991883948 0.0056754064494877595 0.0051595564915551222 0.0022017764834393011 0.0049322052948021639 0.010382052753120661 -0.0010356823353504297 -0.0012348974991420454
leaf_weight=25 67 29 21 25 184 30 39 22 104 63 61 36 26 62 34 20 20 24 35 23 21 35 36 1195 750 38 30 20 24 22
leaf_count=25 67 29 21 25 184 30 39 22 104 63 61 36 26 62 34 20 20 24 35 23 21 35 36 1195 750 38 30 20 24 22
internal_value=0 0.0030151 0.00270562 0.00303456 0.00284875 0.00357508 0.00529434 0.00534207 0.00443695 0.000438297 0.0021084 0.00268774 0.0053786 0.00534482 0.00361162 0.00193935 0.00164935 0.00533889 0.00542018 0.00536036 0.00539185 0.00532211 0.00772282 0.00536522 0.00541374 0.00501692 0.0069143 0.00799544 0.0012561 0.00135162
internal_weight=0 730 663 579 554 308 2391 2352 194 84 114 66 2330 2304 96 246 226 128 2208 2123 2100 2039 61 2018 1983 788 85 55 85 206
internal_count=3121 730 663 579 554 308 2391 2352 194 84 114 66 2330 2304 96 246 226 128 2208 2123 2100 2039 61 2018 1983 788 85 55 85 206
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=31
num_cat=0
split_feature=1 3 1 46 402 10 2 4 12 12 43 2 15 4 1212 3 16 4 1176 15 42 132 15 479 475 42 51 133 13 1372
split_gain=0.235606 0.0556857 0.0369239 0.043482 0.0271971 0.027106 0.0265052 0.0268429 0.0211233 0.0376561 0.0201548 0.0199571 0.0197953 0.0303377 0.0263328 0.0290457 0.0329559 0.0326138 0.0261277 0.0248208 0.0228262 0.020077 0.0284306 0.0202195 0.0198655 0.025722 0.0325833 0.0195375 0.0226502 0.0194205
threshold=0.10337500000000001 -0.065229999999999996 0.14262000000000002 0.081930000000000017 0.081585000000000019 -0.062879999999999978 0.14285500000000004 0.40124500000000002 0.10673000000000001 0.11903500000000002 -0.072864999999999985 0.13712500000000002 0.040760000000000005 -0.15464999999999998 0.055770000000000007 0.092670000000000016 0.13751500000000003 0.0045450000000000013 0.084500000000000006 -0.077844999999999984 0.11649000000000002 0.082230000000000011 -0.03241999999999999 0.088785000000000017 -0.085684999999999997 0.083795000000000022 -0.085604999999999987 0.089200000000000015 -0.059629999999999996 -0.065504999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 11 8 -4 7 12 10 -10 -2 27 14 -14 15 18 17 -17 20 -16 21 23 -23 24 25 26 -1 -3 -29 -26
right_child=1 2 5 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 19 16 -18 -19 -20 -21 -22 22 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0060224840064730615 0.0037359761598755622 0.0029832155689982014 -0.0028370668418661116 0.0070588046158809453 0.00058746401813219897 0.0012104967890758044 0.0021743248333223166 0.0013259496931409972 0.00046470090394105874 0.0059636980155482891 0.0059464467323112604 0.00076631330568335213 0.0077203076708511542 0.0050395671719646396 0.0042032288254025239 -0.002032464202493429 0.004744832992969834 0.0035470814126628367 0.0013093861573863599 -7.6154670070694843e-05 0.0021502525522373618 0.00468953619286032 0.0010962034010463544 0.0020244412345900424 0.0020606620575894011 0.0049491740688922467 0.011061294574201817 0.0029144772487184542 -0.0016769669085208859 0.005072399126033582
leaf_weight=33 83 245 21 20 22 78 39 22 33 20 82 71 44 1041 33 20 47 22 21 23 30 76 31 21 22 58 21 22 21 799
leaf_count=33 83 245 21 20 22 78 39 22 33 20 82 71 44 1041 33 20 47 22 21 23 30 76 31 21 22 58 21 22 21 799
internal_value=0 0.0026956 0.00207158 0.00252078 0.00393845 0.000351923 0.00476004 0.00480269 0.00427662 0.00253979 0.00483451 0.00226796 0.00483535 0.00514828 0.00456525 0.00466408 0.00292577 0.000890155 0.00480321 0.00244562 0.00487046 0.00494737 0.00364848 0.00509306 0.00516213 0.00641144 0.00798202 0.00263816 0.000672144 0.00499169
internal_weight=0 718 478 379 240 99 2403 2364 218 53 165 359 2342 1085 1257 1201 89 42 1112 56 1091 1061 107 954 933 112 54 288 43 821
internal_count=3121 718 478 379 240 99 2403 2364 218 53 165 359 2342 1085 1257 1201 89 42 1112 56 1091 1061 107 954 933 112 54 288 43 821
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 2 4 2 1 14 4 11 11 1 3 1 4 39 47 4 43 16 0 10 43 4 160 3
split_gain=5.16418 0.827361 0.543375 0.443298 0.318999 0.314743 0.235782 0.169561 0.154234 0.15249 0.137966 0.124714 0.118649 0.0924282 0.0863964 0.0781049 0.0780434 0.0679973 0.119199 0.0613087 0.0586192 0.0574475 0.0818188 0.0677196 0.0555491 0.0541065 0.0534224 0.052849 0.0430391 0.0428945
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.14122000000000004 0.088725000000000012 0.40124500000000002 0.089885000000000007 0.27834500000000006 0.17025000000000004 0.077845000000000011 0.062655000000000016 0.40945500000000007 1.0000000180025095e-35 0.095165000000000013 0.091450000000000017 0.30112000000000005 0.088975000000000012 -0.081114999999999979 0.087735000000000021 0.078345000000000012 0.0061450000000000003 -0.00045499999999999995 -0.12029499999999999 -0.12333499999999999 -0.38124499999999995 -0.080324999999999994 -0.036839999999999991 -1.0000000180025095e-35 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 5 4 6 20 7 11 -7 12 -5 15 16 17 -15 -1 19 21 -19 -4 -3 22 -9 -23 -22 -11 -12 -2 -14 -24
right_child=1 2 9 10 -6 8 -8 13 -10 25 26 -13 28 14 -16 -17 -18 18 -20 -21 24 23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005117839623864762 0.00052321904488638335 0.0002656138786493623 0.00036495743158318814 0.00047143824236775311 0.00031917405420302318 0.00046442919904347613 0.00030426874870032652 0.0005035386441664308 0.00029973417255735281 0.00015707019938858527 0.00034310300620187038 0.00059743152418161157 0.00024638863773468662 0.00057250965535037804 0.00042458814066633876 0.00047059668363250243 0.00018038158008244399 0.00050049865414865879 0.0003277386679671782 0.00024340917628877997 0.00027536394695440924 0.00048586129933512177 0.00036557574226867923 0.00041957383061251086 0.00042150362705190979 2.8542434715656747e-05 0.00022284806050889777 0.00041128206827671697 0.00016688967127051642 0.00046206269139903471
leaf_weight=1127 50 184 39 28 41 69 25 328 32 34 49 59 36 63 20 210 22 28 34 27 20 105 20 136 20 20 20 24 96 155
leaf_count=1127 50 184 39 28 41 69 25 328 32 34 49 59 36 63 20 210 22 28 34 27 20 105 20 136 20 20 20 24 96 155
internal_value=0 0.000291316 0.000267152 0.000485254 0.000490614 0.000321377 0.000493657 0.000495729 0.000412249 0.000202834 0.000355353 0.000509208 0.000225751 0.000474563 0.000536866 0.000505315 0.00028152 0.000468147 0.000405759 0.000315233 0.000280403 0.000473346 0.000485272 0.000448454 0.000348434 0.000109467 0.000308247 0.000486915 0.000188571 0.000451036
internal_weight=0 673 599 2448 2351 325 2310 2285 101 274 97 1396 220 889 83 1337 88 806 62 66 224 744 503 241 40 54 69 74 132 175
internal_count=3121 673 599 2448 2351 325 2310 2285 101 274 97 1396 220 889 83 1337 88 806 62 66 224 744 503 241 40 54 69 74 132 175
is_linear=0
shrinkage=0.00196078


Tree=9369
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 14 4 1 2 123 1 0 49 1 150 4 3 1 16 0 12 4 3 49 2 157 4 47 2
split_gain=11.1695 1.78571 1.0166 0.971945 0.602546 0.445217 0.41443 0.385561 0.324234 0.312166 0.28483 0.207394 0.18453 0.290236 0.213095 0.170953 0.163094 0.157623 0.128549 0.122706 0.111519 0.107803 0.1547 0.12544 0.0858124 0.105991 0.0851916 0.0810448 0.0807289 0.0706887
threshold=0.10508500000000001 0.12337000000000002 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.085505000000000012 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.14285500000000004 0.089295000000000013 0.15799000000000005 -0.10607499999999999 0.082865000000000008 0.083345000000000016 1.0000000180025095e-35 0.0061450000000000003 0.149315 0.076935000000000017 0.10246000000000001 -0.030209999999999997 0.09141500000000001 -0.52556499999999995 -0.14847999999999997 -0.072814999999999977 0.087675000000000017 -0.07686999999999998 -0.0070899999999999991 0.078345000000000012 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 6 11 12 27 -5 15 17 29 13 14 -1 18 21 -7 20 28 -6 22 -14 -24 -16 -26 -23 -4 -2 -3
right_child=1 5 7 8 9 10 -8 -9 -10 -11 -12 -13 16 -15 24 -17 -18 -19 -20 -21 -22 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00064215468879878388 0.00032541249683669632 0.00025034172945588459 0.00065899869467904134 0.00058843334736998398 0.0005996306470080722 0.00051195728663590485 0.0007984499354816957 0.00037217653646389495 0.00035505066577077297 0.00041139441902401339 0.00016018287758069003 5.2165510837270433e-05 0.00083405467961856876 0.0007401775349588955 0.00057155758212690082 0.00044450740152043373 0.00058893705274069093 0.00030415495023931687 0.00067519096067412889 0.00050323264490739967 0.00047150983288128526 0.00052537256912663088 0.00051770273504742222 0.00067443342367929531 0.00051040084107346775 0.00032198152325569305 0.00064540989761530836 0.00055671823474596127 0.00043123986459139623 0.00017167018485347808
leaf_weight=45 173 104 68 37 263 36 79 32 60 39 20 35 23 36 21 27 118 23 81 20 29 24 20 1070 24 22 430 53 33 76
leaf_count=45 173 104 68 37 263 36 79 32 60 39 20 35 23 36 21 27 118 23 81 20 29 24 20 1070 24 22 430 53 33 76
internal_value=0 0.0003512 0.000440157 0.00063642 0.000644356 0.000236524 0.000659397 0.000563579 0.000444073 0.000578846 0.000362401 0.000190271 0.000653404 0.000587022 0.000537794 0.000595172 0.000659235 0.00043095 0.000606078 0.000356601 0.000586906 0.000664529 0.000674916 0.000671558 0.0004677 0.000420287 0.000639064 0.000614198 0.000342365 0.000217125
internal_weight=0 673 379 2448 2351 294 1912 153 97 439 79 215 1833 148 112 400 1685 59 373 226 292 1567 1113 1090 67 46 454 121 206 180
internal_count=3121 673 379 2448 2351 294 1912 153 97 439 79 215 1833 148 112 400 1685 59 373 226 292 1567 1113 1090 67 46 454 121 206 180
is_linear=0
shrinkage=0.00196078


Tree=9370
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 4 2 14 1 2 4 1 1 52 1 124 1 133 1 2 4 14 1 1 4 43 16 15
split_gain=7.31603 1.22957 0.601857 0.550171 0.444839 0.417107 0.335168 0.322854 0.248996 0.230433 0.20769 0.184675 0.154833 0.113463 0.0895625 0.0881893 0.0829848 0.0801385 0.0765811 0.0789609 0.0710634 0.124563 0.0634564 0.0611799 0.0582319 0.0560435 0.0523424 0.0661233 0.0625552 0.0473213
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.13501500000000002 0.14285500000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.15289999999999995 0.122715 0.091450000000000017 -0.56176499999999996 0.16175000000000003 -0.081214999999999982 0.13075500000000004 -1.0000000180025095e-35 0.089770000000000016 0.097845000000000015 -0.036839999999999991 0.096015000000000017 0.12408500000000001 0.12958500000000003 0.0052350000000000009 0.064745000000000011 -0.12029499999999999 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 7 6 17 9 25 11 -5 14 -10 22 -1 -13 29 -3 19 -4 26 -22 -2 -11 -14 -8 27 -17 -28 -7
right_child=1 5 18 10 -6 16 8 -9 12 23 -12 15 24 -15 -16 20 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0006287291513654387 0.00064238350414762301 0.00030166535692295561 0.00029734322741468321 0.00057782216949308891 0.00041818023789400125 0.00026097289747275637 0.0005477812742726338 0.00038266611602035612 0.00051078205015145102 0.0007444464721621443 0.00038766464954163849 0.00066942238664834846 0.00034972056623743452 0.00045262489435114999 0.00058462422128930259 0.00060741170822506245 9.3085989164732864e-05 0.00018836149884603941 0.00025977437974872931 0.00044495071735236913 0.0003981647640300679 0.00057819481541388428 0.00054947085880855632 0.00062758451589425791 0.00026507045194092724 0.00041697308713314581 0.00059846658739434993 0.00054880843296939257 0.00053423027547705817 0.00016476391343005692
leaf_weight=1127 50 48 22 34 48 61 34 24 20 61 63 45 122 29 210 417 21 48 24 38 22 45 65 24 42 20 102 90 136 29
leaf_count=1127 50 48 22 34 48 61 34 24 20 61 63 45 122 29 210 417 21 48 24 38 22 45 65 24 42 20 102 90 136 29
internal_value=0 0.000368198 0.000485286 0.000599033 0.000605004 0.000308207 0.000342814 0.000608897 0.000382263 0.00061128 0.000454318 0.000607399 0.000347905 0.000562228 0.000621802 0.00058493 0.000204075 0.000245013 0.000353384 0.000390828 0.000580247 0.00051908 0.000589868 0.00071145 0.000328042 0.000499334 0.000585748 0.000597009 0.00056176 0.000229972
internal_weight=0 673 228 2448 2351 445 334 2303 238 2279 97 2194 184 144 1337 857 111 96 84 60 812 67 115 85 164 54 745 507 238 90
internal_count=3121 673 228 2448 2351 445 334 2303 238 2279 97 2194 184 144 1337 857 111 96 84 60 812 67 115 85 164 54 745 507 238 90
is_linear=0
shrinkage=0.00196078


Tree=9371
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 0 49 12 150 1 4 3 2 132 133 3 13 47 475 10 43 4 48 0 1
split_gain=13.2913 2.08341 1.2526 1.11167 1.03241 0.606786 0.406916 0.328096 0.318332 0.308536 0.217882 0.224055 0.18386 0.177611 0.163076 0.15334 0.176515 0.148796 0.13845 0.169223 0.154918 0.117758 0.113882 0.103269 0.0995823 0.0807435 0.076241 0.153053 0.0757138 0.0735864
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14285500000000004 -0.10607499999999999 0.082865000000000008 0.091325000000000003 1.0000000180025095e-35 0.083345000000000016 -0.52556499999999995 -0.14847999999999997 0.17025000000000004 0.091050000000000006 0.089200000000000015 0.30112000000000005 -0.004174999999999999 0.10019500000000002 -0.081364999999999979 -0.38124499999999995 -0.080324999999999994 0.098655000000000007 0.083685000000000009 -0.060129999999999996 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 7 29 10 -5 13 11 14 15 23 -1 -12 -17 21 19 20 22 -4 26 -7 -19 -10 27 -3 -14 -6
right_child=1 2 17 8 6 9 -8 -9 25 -11 12 -13 28 -15 -16 16 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006755525044983249 0.00068064969631181427 0.00018174718900282772 0.00018647238740607808 0.00065201665287842607 0.00067995189796325956 0.00074307836668720663 0.0003708187009000121 0.00082869915438219107 0.00044698304876464518 0.00045766573682120242 0.00087805166014828242 0.000762076318783438 0.00068175756082446213 0.00048680135759761046 0.0005229399211904574 0.00053823920302475644 0.00071967215073240407 0.00017267182158297426 0.0001704752117203658 0.00022426375214455702 0.00026169189990625952 0.00031777563977263815 0.00048361983929389439 0.0006398663592984005 -7.1758761381109552e-06 0.00029914199976095312 0.00039885694432946852 0.00037837032167837507 0.00059080027789646381 0.00056358495357898845
leaf_weight=45 74 23 85 28 39 42 37 79 49 39 23 36 475 27 67 21 1128 29 20 42 50 38 36 331 20 20 90 45 38 45
leaf_count=45 74 23 85 28 39 42 37 79 49 39 23 36 475 27 67 21 1128 29 20 42 50 38 36 331 20 20 90 45 38 45
internal_value=0 0.00037026 0.000331915 0.000681394 0.000388822 0.000689881 0.000542147 0.000704975 0.000475685 0.00062414 0.000699643 0.000627511 0.000705978 0.000640372 0.000584257 0.000719529 0.000716356 0.000190637 0.000328194 0.000339224 0.000359012 0.000227038 0.000384094 0.000651488 9.92646e-05 0.000404131 0.000361418 0.000311865 0.00067502 0.000617612
internal_weight=0 673 599 2448 427 2351 121 1912 97 439 1833 148 1685 400 112 1172 1149 172 306 286 244 123 194 373 49 69 158 68 513 84
internal_count=3121 673 599 2448 427 2351 121 1912 97 439 1833 148 1685 400 112 1172 1149 172 306 286 244 123 194 373 49 69 158 68 513 84
is_linear=0
shrinkage=0.00196078


Tree=9372
num_leaves=31
num_cat=0
split_feature=1 52 3 52 2 48 123 43 130 4 132 11 12 48 3 0 16 3 123 1 151 13 0 40 51 3 483 1429 3 4
split_gain=0.370188 0.0853121 0.055534 0.0353878 0.0342159 0.0313765 0.0309033 0.0340506 0.0474765 0.0297706 0.0294964 0.0284817 0.0275613 0.0275246 0.0273412 0.0205487 0.0421558 0.0252344 0.0203325 0.0234019 0.0289617 0.0237167 0.0259521 0.0193073 0.0185535 0.0179779 0.0172085 0.0298844 0.0447946 0.0240367
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.19022000000000003 0.10045500000000002 0.15068000000000001 0.083805000000000004 -0.24021999999999996 -0.012214999999999998 0.27044500000000005 0.10613500000000002 1.0000000180025095e-35 0.09320500000000001 0.078735000000000013 0.42240500000000009 -0.033209999999999996 0.15273500000000004 0.095270000000000007 -1.0000000180025095e-35 0.10871500000000002 0.061780000000000009 -0.074044999999999986 -0.10224499999999999 -0.064864999999999992 0.067785000000000012 -0.24163499999999996 -0.070084999999999981 0.084770000000000012 -0.089089999999999989 -0.0065699999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 9 6 7 -3 -9 11 14 26 13 -13 -4 17 -17 -6 -10 -20 21 22 -21 -8 -5 -18 29 -28 -29 -1
right_child=1 2 10 24 15 -7 23 8 18 -11 -12 12 -14 -15 -16 16 25 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0066700057708658283 0.0063855718666066723 0.0079502729477826505 0.0011410198448824564 0.0044238324480083508 0.0058664705346707499 -0.00047595052112063226 0.0026648319120402449 5.202871470828541e-05 0.0013023818792451335 0.0026790264993906024 0.0038826590081533561 0.007614409216275474 0.0049171624462241714 0.011756939926873083 -0.0030900526029567811 0.0013399248565169606 0.0076798457950353616 0.0023659213647161696 0.0025960770323527633 0.0047745449468493467 0.0085579281416721647 0.0055565964250886089 0.00076229808619245889 -0.00061213666007721001 0.0080048960836037342 0.0041687582639445154 0.006234305989884825 0.00022596117574721574 0.0055042259514377252 0.010284340891825117
leaf_weight=92 90 20 56 39 322 22 125 32 23 23 26 53 23 23 21 37 25 22 54 38 20 92 28 21 23 35 1611 20 82 23
leaf_count=92 90 20 56 39 322 22 125 32 23 23 26 53 23 23 21 37 25 22 54 38 20 92 28 21 23 35 1611 20 82 23
internal_value=0 0.00350278 0.00309739 0.00350536 0.00607559 0.00321207 0.00339118 0.00396077 0.00368275 0.00625549 0.000970438 0.00629817 0.00795018 0.00886807 -1.2909e-05 0.00528012 0.00399464 0.0056426 0.00413837 0.00441953 0.00497271 0.00451889 0.00307238 0.00219349 0.00575229 0.00563171 0.00620871 0.00612921 0.00446927 0.00739287
internal_weight=0 730 640 537 2391 475 453 307 287 1950 103 1927 99 76 77 441 97 344 255 232 178 158 66 146 62 60 1828 1713 102 115
internal_count=3121 730 640 537 2391 475 453 307 287 1950 103 1927 99 76 77 441 97 344 255 232 178 158 66 146 62 60 1828 1713 102 115
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 0 0 4 4 15 2 2 14 13 2 457 0 16 0 40 50 15 3 31 14
split_gain=7.2703 0.928134 0.794819 0.494134 0.436464 0.41233 0.289492 0.250187 0.212618 0.25718 0.159535 0.157132 0.150505 0.145458 0.166388 0.13566 0.123028 0.103469 0.0935822 0.0874305 0.0843644 0.0828818 0.163258 0.0768754 0.0712649 0.0700707 0.0714428 0.064082 0.0613194 0.0600207
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.091545000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 -0.068189999999999987 -0.23194499999999998 0.0061450000000000003 -0.059649999999999988 -0.037864999999999989 0.10444500000000002 0.11704500000000001 0.076175000000000007 -1.0000000180025095e-35 0.12358500000000001 0.045365000000000009 -0.11173999999999999 -0.43320999999999993 0.13134000000000004 -0.063404999999999989 0.041865000000000006 -0.41942499999999994 0.12745000000000004 -0.084119999999999986 -0.41076499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 16 8 17 -5 28 -10 15 -1 19 23 -15 20 -2 21 24 -8 -9 22 -4 -13 -11 26 -7 -20 -3 -6
right_child=1 5 6 7 29 25 12 10 9 18 -12 13 -14 14 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067827944874550999 0.00050452608595937649 0.00027473211687023275 0.00056720499898873123 0.00055117230581980877 0.00037178247193105855 0.00016656181991649407 0.00053415302180669999 0.00048004799050816095 0.00044121208094284901 0.00030656913743618339 0.00024162530168598772 0.00061107416369052443 0.00046668388084735053 0.00050335136386820041 0.00032589327572017949 0.00031227210465443339 0.00033532464767203614 0.00065361155547957489 0.00027557494002285681 0.00041811208818023563 0.00036543813481845381 0.00056242229308281987 0.00034852075602695778 0.00047240220475111837 0.00019628879444679316 0.00021511522905372292 4.1205788132072215e-05 0.000396674651168652 0.00015716444818132552 0.00024824339387429943
leaf_weight=22 95 23 35 31 21 29 626 58 41 33 35 51 189 74 28 58 20 46 42 26 43 1166 21 22 71 23 44 28 66 54
leaf_count=22 95 23 35 31 21 29 626 58 41 33 35 51 189 74 28 58 20 46 42 26 43 1166 21 22 71 23 44 28 66 54
internal_value=0 0.000286366 0.000528068 0.00045039 0.000399206 0.000232767 0.000543611 0.000387607 0.000268144 0.000301507 0.000361471 0.000522095 0.000515403 0.000502461 0.000454637 0.000387852 0.0004751 0.00056232 0.000268588 0.000529526 0.000431254 0.000558883 0.000485198 0.000569283 0.000231282 0.00012074 9.10048e-05 0.000324015 0.000187547 0.000282834
internal_weight=0 590 2531 422 190 400 2109 225 304 215 194 197 841 175 102 159 115 1268 174 652 101 1222 56 73 104 96 73 70 89 75
internal_count=3121 590 2531 422 190 400 2109 225 304 215 194 197 841 175 102 159 115 1268 174 652 101 1222 56 73 104 96 73 70 89 75
is_linear=0
shrinkage=0.00196078


Tree=9374
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 4 1 2 16 1 3 0 4 52 457 1 47 0 1 3 160 2 43 52 133 1
split_gain=13.039 2.10044 1.22002 1.17768 0.778342 0.691535 0.42789 0.411264 0.371391 0.315654 0.291643 0.284502 0.252486 0.202786 0.392649 0.203546 0.195283 0.177978 0.15961 0.171624 0.132939 0.116183 0.101143 0.0977232 0.0923706 0.0902883 0.0791244 0.0705006 0.0704348 0.0689587
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.062655000000000016 0.14285500000000004 0.40473500000000007 0.09253500000000002 0.14838000000000004 -0.52595999999999987 0.085760000000000017 -0.116045 -0.23001499999999997 0.27834500000000006 -0.56176499999999996 0.080930000000000016 0.075045000000000014 0.090100000000000013 -0.030209999999999997 0.090740000000000015 -0.010424999999999999 -0.067824999999999983 0.092365000000000017 -0.078139999999999973 -0.057699999999999994 -1.0000000180025095e-35 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 7 11 13 12 -6 -5 16 -7 25 -15 -16 27 -14 19 21 28 26 -21 -18 -25 -1 -19 -4 -3 -13
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 29 17 14 15 -17 23 18 -20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00073871772803768858 0.00070737013827368419 0.0002486619720953742 0.00030732145112957439 0.00063119424075197593 0.00064643045274699726 0.00044988577439337551 0.00045144407638305701 0.00087231064752704289 0.00046299705005594088 0.00040654371742134779 0.00040585755307077806 0.00016534766366365001 0.00079841376950251183 0.00041552875848377451 0.00053124407383416475 0.00070684052432552638 0.00030981752838198291 0.000700189229460675 0.00048760600808058299 0.00085825814615959428 0.00048276139816144219 0.00055308871833828434 0.00070289238220026318 0.00030053682541813836 0.00014687536569960662 0.00068716662057780454 0.00064043261100303606 0.00046998621473292343 0.00036226145358977149 3.5604641161490335e-05
leaf_weight=1059 71 24 20 34 71 21 37 70 39 30 63 63 38 20 27 423 41 133 20 24 33 42 49 21 53 149 237 21 167 21
leaf_count=1059 71 24 20 34 71 21 37 70 39 30 63 63 38 20 27 423 41 133 20 24 33 42 49 21 53 149 237 21 167 21
internal_value=0 0.000388403 0.000350784 0.00069657 0.000432276 0.000705305 0.000255171 0.000725057 0.000648049 0.000575177 0.000484842 0.000224912 0.000660845 0.000718914 0.000684357 0.000696305 0.000274451 0.000669004 0.000659266 0.000666345 0.000367842 0.000650819 0.000753972 0.000233028 0.000190482 0.000732359 0.000661913 0.000390638 0.000347987 0.000132912
internal_weight=0 673 602 2448 325 2351 277 1748 603 101 97 240 564 1678 470 450 156 543 505 485 224 412 73 115 74 1208 370 41 191 84
internal_count=3121 673 602 2448 325 2351 277 1748 603 101 97 240 564 1678 470 450 156 543 505 485 224 412 73 115 74 1208 370 41 191 84
is_linear=0
shrinkage=0.00196078


Tree=9375
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 4 2 2 1 14 4 49 1 52 457 43 124 1 0 11 1 50 1 15 1 16 133 4
split_gain=15.268 2.46784 1.14128 1.10157 0.830623 0.773438 0.61859 0.5907 0.479952 0.371755 0.348981 0.281066 0.214772 0.196823 0.172853 0.152276 0.142438 0.206411 0.14116 0.13433 0.131523 0.156587 0.126184 0.121314 0.117224 0.101559 0.118849 0.0910169 0.0909518 0.0893139
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.13501500000000002 0.14285500000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.089885000000000007 0.092845000000000025 0.062655000000000016 -0.15289999999999995 -0.054984999999999992 0.091450000000000017 -0.56176499999999996 0.080930000000000016 -0.016814999999999997 -0.081214999999999982 0.13075500000000004 0.18019500000000002 1.0000000180025095e-35 0.12408500000000001 0.041865000000000006 0.090840000000000018 -0.087894999999999987 0.14699000000000004 0.11346000000000002 -1.0000000180025095e-35 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 7 6 18 9 -8 11 -5 14 -10 -2 -1 -11 20 -18 -3 28 21 29 -14 25 -23 26 -7 -6 -4 -17
right_child=1 5 19 10 27 23 8 -9 12 15 -12 -13 22 -15 -16 16 17 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007797716646113093 0.00051117854372289379 0.00031007303271097971 0.00033911867532049057 0.000684079182643698 0.00041370240727026537 0.00026629487481698684 0.00058387965450879019 0.00044684464787589568 0.00056547175545026279 0.00083570425546766627 0.00044195399172238859 0.00090843605694084634 0.0003821596884049238 0.00070905418164956863 0.00071849969247213437 0.00073561087845911398 0.00073564387419644529 0.00047523035110039186 0.00015969677332536094 0.00026588065707995221 0.00056786758934750266 0.00093015395440891667 0.00025755071435467166 0.00029603061849198009 0.00073830462700011682 2.4654313375830759e-05 9.7302444676946223e-05 0.000585063958603643 0.0004975379528275953 0.00068759186657703895
leaf_weight=1127 23 48 22 37 26 32 54 24 20 45 60 59 122 121 210 512 25 22 48 24 20 25 42 26 24 21 32 22 38 210
leaf_count=1127 23 48 22 37 26 32 54 24 20 45 60 59 122 121 210 512 25 22 48 24 20 25 42 26 24 21 32 22 38 210
internal_value=0 0.000405615 0.000571495 0.000739083 0.000747532 0.000320625 0.00036775 0.000752853 0.000421343 0.000756075 0.000534311 0.000775992 0.000373642 0.000677449 0.000770148 0.000724587 0.00071862 0.000613748 0.000234885 0.000389859 0.000724852 0.000728924 0.000350248 0.000178826 0.000836187 0.000142975 0.000181799 0.000492243 0.000439451 0.000721644
internal_weight=0 673 228 2448 2351 445 334 2303 238 2279 97 1396 184 144 1337 883 838 47 96 84 791 771 164 111 49 85 64 48 60 722
internal_count=3121 673 228 2448 2351 445 334 2303 238 2279 97 1396 184 144 1337 883 838 47 96 84 791 771 164 111 49 85 64 48 60 722
is_linear=0
shrinkage=0.00196078


Tree=9376
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 2 1 2 4 150 2 1 47 2 0 160 481 4 4 1 15 49 52 156
split_gain=10.4604 1.68121 1.06556 0.868409 0.625535 0.560129 0.373564 0.329459 0.309251 0.292562 0.285038 0.220921 0.175484 0.285806 0.169204 0.162388 0.120869 0.102197 0.0960521 0.0864714 0.0751913 0.0708093 0.0691144 0.0668788 0.0660921 0.0636132 0.0763417 0.058793 0.0580346 0.0546374
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.11474000000000002 0.09253500000000002 0.14838000000000004 0.089770000000000016 0.090425000000000019 0.40945500000000007 1.0000000180025095e-35 -0.0091949999999999983 0.076935000000000017 0.090100000000000013 0.088850000000000012 -0.030209999999999997 -1.0000000180025095e-35 -0.0066299999999999996 -0.036839999999999991 -0.0070899999999999991 0.11669000000000002 -0.14147499999999996 -0.078034999999999979 0.40674500000000008 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 4 5 18 6 12 11 15 24 -5 14 19 16 -4 17 -14 20 25 28 -7 -16 -21 -2 -6 -3 -27 -12 29 -1
right_child=1 2 7 10 9 8 -8 -9 -10 -11 27 -13 13 -15 21 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00059332312895258883 0.00059642560896920214 0.0002592096352176351 0.00026757068236100777 0.00051094991946646631 0.00059539553136273482 0.00051377709072819306 0.00070550161979946434 0.00032127186188115985 0.00032827649945056073 0.00025364562802114132 0.00034903751864115098 4.1425039638305581e-05 0.000403266623203356 0.0003126268172660447 0.00020830925239030928 0.00037125593235448395 0.00055138276154565152 0.00057823880839988091 0.00035448166820100567 0.00061539275634145527 0.0004105927985088498 9.5581557992914805e-05 0.00054569849045014497 0.00046456694519486413 0.00046640843419092044 0.0002505764581155086 8.4936186972567259e-05 0.00022922367937223731 0.00048563131488155766 0.00054882361416332094
leaf_weight=813 50 148 45 34 21 286 76 37 39 24 31 84 23 23 29 30 268 92 33 62 30 82 465 21 56 23 20 32 22 122
leaf_count=813 50 148 45 34 21 286 76 37 39 24 31 84 23 23 29 30 268 92 33 62 30 82 465 21 56 23 20 32 22 122
internal_value=0 0.000272059 0.000238403 0.000548078 0.000314562 0.000555579 0.000570849 0.000149047 0.00049559 0.00044267 0.000366264 0.000122496 0.000565157 0.000523045 0.00016615 0.000510488 0.000539676 0.000520725 0.000256799 0.000574068 0.000503981 0.000125033 0.000553898 0.000557425 0.000501587 0.000239922 0.000173534 0.00028818 0.000585175 0.000587517
internal_weight=0 673 602 2448 325 2351 1874 277 477 101 97 240 1798 314 156 438 291 408 224 1484 316 111 527 71 77 191 43 63 957 935
internal_count=3121 673 602 2448 325 2351 1874 277 477 101 97 240 1798 314 156 438 291 408 224 1484 316 111 527 71 77 191 43 63 957 935
is_linear=0
shrinkage=0.00196078


Tree=9377
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 159 1 14 2 1 4 1 13 1 2 39 150 2 52 0 16 4 13 43 13 43 3
split_gain=8.81703 1.20885 0.883373 0.832157 0.627931 0.438216 0.348901 0.271103 0.263236 0.256014 0.198618 0.152853 0.146652 0.140079 0.19549 0.117044 0.116388 0.0978571 0.0928466 0.0859253 0.0805051 0.0760761 0.0710946 0.0688425 0.0982853 0.0610079 0.0605115 0.0598166 0.0544662 0.0691857
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.049509999999999992 0.36766000000000004 0.14122000000000004 0.13075500000000004 0.089885000000000007 0.082585000000000006 0.092845000000000025 0.076175000000000007 0.11704500000000001 0.16175000000000003 -0.015039999999999998 0.093100000000000002 -0.16152999999999998 0.091450000000000017 0.14285500000000004 0.088025000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.56176499999999996 -0.093584999999999988 -0.45661999999999997 0.038415000000000012 -0.083364999999999981 -0.080084999999999976 -0.0093149999999999986 -0.013199999999999998 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 7 18 10 17 -4 16 -2 -8 15 23 -9 -1 19 -3 28 -18 -17 -23 -15 25 -25 27 -11 -5 -30
right_child=1 6 9 8 -6 -7 12 13 -10 26 -12 -13 -14 14 -16 21 20 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00059867120656350496 0.00054522618811936698 0.00030903307314753556 0.00052467555855878977 0.00033300977952300224 0.0003409317698256642 0.00037378179197146639 0.0001669615931518218 0.00043094976206008346 0.00019049462034150132 0.00041963179936434789 0.00070769168371038712 0.00035679825599871427 2.5596427274685279e-06 0.00059621005373842572 0.00037315735909966086 0.00065371254626728616 0.00043729147516894892 0.00022692947194543706 0.00019243225781323108 0.00030131928982602411 0.00056210631142102725 0.00065688644220181203 0.00056469190182250272 0.00062845132611935432 0.00048759639093729466 0.00053832931082576643 0.00023278365879520483 0.00028875325503302556 0.00053207153378057818 0.00038394165098851109
leaf_weight=1128 96 97 37 22 45 41 126 21 57 29 58 20 25 64 30 49 22 21 36 41 205 35 396 36 144 146 20 25 22 27
leaf_count=1128 96 97 37 22 45 41 126 21 57 29 58 20 25 64 30 49 22 21 36 41 205 35 396 36 144 146 20 25 22 27
internal_value=0 0.000296371 0.000562545 0.000381875 0.00057039 0.000574738 0.000204243 0.000578268 0.000301979 0.000391503 0.000595329 0.000512739 0.000139743 0.000552093 0.000525682 0.000574233 0.000590519 0.000349758 0.000277472 0.000372788 0.00055001 0.000580502 0.000572179 0.000537414 0.000525872 0.000556156 0.000324917 0.00035904 0.000414059 0.000450449
internal_weight=0 590 2531 306 2420 2375 284 2334 190 111 1413 116 151 921 420 501 1355 133 133 112 227 480 431 390 326 182 74 54 71 49
internal_count=3121 590 2531 306 2420 2375 284 2334 190 111 1413 116 151 921 420 501 1355 133 133 112 227 480 431 390 326 182 74 54 71 49
is_linear=0
shrinkage=0.00196078


Tree=9378
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 11 2 2 2 11 4 1 0 49 47 1 49 15 1 14 16 1 133 3 133 4
split_gain=11.6461 1.91657 1.0717 0.835395 0.786686 0.570907 0.461004 0.370025 0.365418 0.347713 0.340343 0.183271 0.171712 0.160004 0.155736 0.17212 0.125484 0.144892 0.124288 0.11618 0.0956248 0.0946775 0.0918001 0.0836191 0.0974221 0.0802689 0.0726102 0.103342 0.0861034 0.0824061
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.092845000000000025 0.40473500000000007 1.0000000180025095e-35 0.089885000000000007 0.17025000000000004 0.094835000000000017 0.078340000000000007 -0.17966999999999997 0.11669000000000002 -0.12333499999999999 0.082865000000000008 0.13011000000000003 0.087135000000000004 0.10084500000000002 -0.059484999999999989 0.089770000000000016 0.076975000000000002 0.062650000000000025 0.15799000000000005 0.039215000000000007 -0.11171999999999999 0.10051500000000001 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 14 6 9 12 -6 10 19 18 -1 -11 -3 -16 17 22 -4 -5 26 -14 -12 24 -15 -13 27 -18 -28 -29
right_child=1 2 11 5 8 -7 -8 -9 -10 13 16 25 21 23 15 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.00071431167048065605 0.00065812973670293133 0.00048417347465075697 0.00020109864664356192 0.00068533649013730329 0.00057560593654148551 0.00036489902040324151 0.00044294936722769209 0.00039217782876965052 0.00034593519304732451 0.00088135451954953815 0.00057046177194398982 0.00015525414715377556 0.00059550346794471243 0.00057717845263078693 0.000348266049931517 0.00025110517728420414 0.00050928023321176661 0.00067200642896522212 0.00036962264838318032 0.00064499381798380499 0.00058110448479832208 0.00042615433197813822 0.00038882373674960848 0.00079858225196080535 0.00072914942647471568 -5.1120412644663222e-06 0.00069817868994038947 0.00067508897740466926 0.00062992126518994366 0.00060367396066614688
leaf_weight=28 71 20 106 932 84 26 38 66 39 30 20 28 30 23 158 126 30 21 20 389 130 22 23 36 55 21 135 100 150 164
leaf_count=28 71 20 106 932 84 26 38 66 39 30 20 28 30 23 158 126 30 21 20 389 130 22 23 36 55 21 135 100 150 164
internal_value=0 0.000353443 0.000317508 0.000644685 0.000370471 0.000653807 0.000657107 0.000500856 0.000502784 0.000660744 0.000654334 0.000188278 0.000590515 0.000753944 0.000316937 0.000305159 0.000621656 0.000538505 0.000227848 0.000673457 0.000629162 0.000523856 0.000473307 0.000720415 0.000684337 8.65258e-05 0.000639952 0.000618333 0.000662254 0.000630725
internal_weight=0 673 602 2448 427 2302 2276 146 123 2238 2094 175 80 144 304 284 773 64 126 1321 709 52 43 114 78 49 579 294 285 264
internal_count=3121 673 602 2448 427 2302 2276 146 123 2238 2094 175 80 144 304 284 773 64 126 1321 709 52 43 114 78 49 579 294 285 264
is_linear=0
shrinkage=0.00196078


Tree=9379
num_leaves=31
num_cat=0
split_feature=1 3 4 123 1 2 2 1 13 47 4 14 1 4 1 151 1 2 1 1 43 12 157 12 133 1 150 52 2 52
split_gain=9.40466 1.60771 0.761133 0.694059 0.491637 0.409026 0.282962 0.237651 0.198734 0.198153 0.196215 0.185325 0.153321 0.151256 0.231567 0.133975 0.124858 0.0929294 0.0925439 0.0912832 0.080197 0.0653113 0.0641708 0.0629117 0.0597704 0.0561028 0.0727867 0.0632877 0.0573239 0.0559584
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.13559000000000002 0.089775000000000008 0.14122000000000004 0.092845000000000025 -1.0000000180025095e-35 0.13082500000000002 0.024790000000000003 0.062655000000000016 0.091450000000000017 -0.015039999999999998 0.088975000000000012 -0.024429999999999997 0.122715 -0.0091949999999999983 0.13075500000000004 0.16540500000000002 0.05259500000000001 0.090285000000000018 -0.0041249999999999993 0.092355000000000007 -1.0000000180025095e-35 0.12337000000000002 0.094605000000000009 -0.070154999999999981 0.11448000000000001 -0.53964499999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 8 11 13 -5 25 19 -10 12 -1 20 21 -16 29 -14 24 -6 22 -15 -7 -22 -4 26 27 -3 -29 -2
right_child=1 4 18 7 9 6 -8 -9 10 -11 -12 -13 17 14 15 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00054151495006858532 0.00054706542807466849 0.00019126954409324267 0.00019154363339219022 0.0004675151665251313 8.7351224991227049e-05 0.00057975053345117524 0.00032493096247065094 0.00026639903617860336 0.00040870785421977284 0.00026696284754789448 0.00023536837218545483 0.00064465171174972946 0.00035680551460816286 0.0005100852939478568 0.00021145128037817045 0.00042874547905894298 0.00034899818109621701 0.00049725126412703219 0.00012953533634834077 -5.5903479475162776e-05 0.00037145979048546846 0.000458306077959217 0.00051589948016046619 0.00049159307263399053 0.00031936226343354907 0.00013624879412948898 0.00011153621845207759 0.00036346168752088379 0.00022449942225334692 0.00046003107498522047
leaf_weight=1118 45 60 22 37 118 76 41 58 38 22 74 59 20 162 20 24 29 192 24 20 21 222 297 83 39 54 23 21 25 77
leaf_count=1118 45 60 22 37 118 76 41 58 38 22 74 59 20 162 20 24 29 192 24 20 21 222 297 83 39 54 23 21 25 77
internal_value=0 0.000249774 0.000381098 0.000509017 0.000181659 0.000515701 0.000484255 0.000344728 0.000229126 9.4141e-05 0.00029418 0.000537118 0.000532347 0.000491473 0.000464712 0.000329975 0.000464644 0.000484002 0.000232682 6.65897e-05 0.000515484 0.00048015 0.000528909 0.000467335 0.000273264 0.000189312 0.000211525 0.00023322 0.000287939 0.000492134
internal_weight=0 691 236 2430 455 2335 946 95 295 160 112 1389 1330 905 428 44 151 212 85 138 477 384 373 104 61 183 129 106 46 122
internal_count=3121 691 236 2430 455 2335 946 95 295 160 112 1389 1330 905 428 44 151 212 85 138 477 384 373 104 61 183 129 106 46 122
is_linear=0
shrinkage=0.00196078


Tree=9380
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 4 2 14 2 1 4 49 52 50 457 43 40 1 43 2 1 15 39 12 2 4 43 12
split_gain=6.62259 1.12788 0.560157 0.522777 0.381081 0.335802 0.251425 0.25002 0.233548 0.221136 0.182169 0.166354 0.125802 0.101037 0.093343 0.0866831 0.0797838 0.0899625 0.0794108 0.0774677 0.0772867 0.0687599 0.0641278 0.0597628 0.0566217 0.0530949 0.0527815 0.0526766 0.0436594 0.0549702
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.27834500000000006 0.10613000000000002 0.062655000000000016 0.089885000000000007 0.077845000000000011 -0.15464999999999998 -0.054984999999999992 -0.56176499999999996 0.041865000000000006 0.080930000000000016 -0.016814999999999997 -0.077714999999999992 0.12408500000000001 -0.080324999999999994 0.11411 0.091450000000000017 -0.41942499999999994 0.096625000000000016 0.095780000000000018 0.31358000000000003 0.42642000000000008 0.0034250000000000005 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 7 18 9 -8 10 22 -5 -10 -2 -12 26 24 -18 -3 27 -13 -4 -1 -23 25 28 -6 -14 -16 -30
right_child=1 4 21 11 15 -7 8 -9 12 -11 14 20 19 -15 16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00053338513188892409 0.00035348141071724466 0.00023384157373559415 0.00034476563565381184 0.00049037551689966048 0.00012652034630840703 0.00033594873043009675 0.0004038545605157879 0.00031157228893235973 0.00040551008087914196 0.00061576576393887223 0.0005799153761074416 0.00035385106879445383 0.00024779426743098889 0.00049220531401266852 0.00051645276850594609 0.00022843650725605847 0.00048434504749728184 0.00030791123963746369 0.00012158246160320499 0.00018126872170795186 0.00020832003249476354 0.00028947150338494031 0.00049576048880911952 0.00015865179965747337 0.00038792438439878764 0.00047369669453593903 1.5011207960329927e-05 0.00033848592397257176 0.0003994860400269234 0.00050605931798187716
leaf_weight=1127 24 47 31 28 51 41 57 23 21 84 43 47 97 127 363 23 25 20 50 52 20 29 206 25 20 304 24 33 30 49
leaf_count=1127 24 47 31 28 51 41 57 23 21 84 43 47 97 127 363 23 25 20 50 52 20 29 206 25 20 304 24 33 30 49
internal_value=0 0.00028849 0.000398484 0.000506034 0.000231437 0.000511835 0.000261168 0.000514979 0.000292952 0.000517039 0.000513247 0.000363452 0.000261812 0.000470156 0.000490889 0.000123131 0.000486169 0.00040593 0.000175976 0.000245231 0.000310409 0.000271161 0.000527571 0.000228907 0.000490883 0.000493643 9.08374e-05 0.000270816 0.000507362 0.000465588
internal_weight=0 691 236 2430 455 2335 357 2294 260 2271 2187 95 203 151 854 98 811 45 97 182 67 85 1333 54 766 746 75 130 442 79
internal_count=3121 691 236 2430 455 2335 357 2294 260 2271 2187 95 203 151 854 98 811 45 97 182 67 85 1333 54 766 746 75 130 442 79
is_linear=0
shrinkage=0.00196078


Tree=9381
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 14 1 4 2 47 1 12 43 2 12 4 47 1 475 0 4 3 2 1 15 14 49 15 3
split_gain=11.758 1.38381 1.21236 1.14601 0.770122 0.490854 0.415675 0.360605 0.29495 0.306266 0.276881 0.237145 0.191292 0.169433 0.174387 0.133821 0.142634 0.12328 0.118995 0.117249 0.0914482 0.0889056 0.0887647 0.0806226 0.0764221 0.073936 0.0731283 0.072244 0.0649528 0.0934737
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.076975000000000002 0.092845000000000025 0.36766000000000004 0.14122000000000004 0.13082500000000002 0.089770000000000016 0.087005000000000013 -0.025214999999999998 0.11177500000000001 0.091325000000000003 -0.51843499999999987 0.08265500000000002 0.16540500000000002 -0.066784999999999983 -0.095504999999999993 -0.036839999999999991 0.084940000000000015 0.088930000000000023 0.104035 1.0000000180025095e-35 -1.0000000180025095e-35 -0.078034999999999979 -0.15914499999999995 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 21 11 -4 9 19 18 15 17 -2 -15 16 -1 22 -3 -6 -14 -5 -13 28 -21 -17 -16 -9 -18 -30
right_child=1 10 7 5 8 -7 -8 27 -10 -11 -12 12 20 14 26 25 23 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0008198638066463504 0.00024487446605380906 0.00016417955736870821 0.00057950212842788277 0.00066868765628274121 0.00066480105818005444 0.00031963089222897782 0.00079168822290071473 0.00040709615505042196 0.00038234725953104661 0.00041270461084881452 0.00036089548256057198 0.00034933106407669245 0.00050687490841921641 0.00047581280539829015 0.00039121470332221088 0.00058761370722379945 0.00076992488618380099 0.00062368983515591466 8.7472701066716479e-06 0.00058333421110064794 0.00063129852718516366 0.00054680444982567933 0.00052036273978645347 0.00062974527254786592 0.00046389795185702582 0.00064496165299974433 0.00027960417609863792 0.00028438603532649935 0.00067038642812791683 0.00055898113042310944
leaf_weight=22 116 136 37 33 68 36 75 35 33 41 26 20 25 31 31 154 24 23 22 323 248 76 28 255 22 197 83 39 832 30
leaf_count=22 116 136 37 33 68 36 75 35 33 41 26 20 25 31 31 154 24 23 22 323 248 76 28 255 22 197 83 39 832 30
internal_value=0 0.000314449 0.000621826 0.000378377 0.000631017 0.000518142 0.000648574 0.00042145 0.00056133 0.000574339 0.000173392 0.000642797 0.000596324 0.00030073 0.000345414 0.000653356 0.000663483 0.000505657 0.000142537 0.000590385 0.000619904 0.000583705 0.0004491 0.000660468 0.000575718 0.0006198 0.000309954 0.000342425 0.000669311 0.000666509
internal_weight=0 590 2531 406 2420 145 1933 111 487 454 184 1858 344 261 145 1514 1163 71 158 413 273 109 48 1141 345 351 114 74 886 862
internal_count=3121 590 2531 406 2420 145 1933 111 487 454 184 1858 344 261 145 1514 1163 71 158 413 273 109 48 1141 345 351 114 74 886 862
is_linear=0
shrinkage=0.00196078


Tree=9382
num_leaves=31
num_cat=0
split_feature=1 3 4 1 2 46 14 2 2 2 2 12 130 10 2 3 4 1 12 1 52 1 2 43 13 1428 14 2 133 133
split_gain=0.858253 0.176125 0.0764067 0.0757404 0.0687642 0.0634032 0.0512147 0.0667354 0.0391416 0.0387915 0.0848135 0.0376365 0.0383506 0.037286 0.0368809 0.0280312 0.02787 0.0342813 0.0302734 0.029383 0.03626 0.0253549 0.0601976 0.0243256 0.0273901 0.0229865 0.0220322 0.0430055 0.020823 0.0505519
threshold=0.10337500000000001 -0.063814999999999997 0.26790000000000008 0.14262000000000002 0.095545000000000005 0.081930000000000017 0.076975000000000002 -0.13033999999999998 0.13712500000000002 -1.0000000180025095e-35 0.10613000000000002 -0.029094999999999999 0.012250000000000002 -0.062879999999999978 0.13501500000000002 -0.15447499999999995 -0.15464999999999998 0.093100000000000002 0.090285000000000018 0.082005000000000008 -0.12647999999999995 0.080270000000000022 0.089775000000000008 -0.14035499999999998 -0.0021749999999999994 0.087445000000000009 -0.41076499999999994 0.12198500000000001 0.024320000000000005 0.093255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 25 5 6 8 7 -1 9 -3 -11 12 -6 -5 16 -9 19 18 -18 -13 -21 -17 28 -20 -25 -2 -4 -28 -23 -30
right_child=1 3 26 13 11 -7 -8 15 -10 10 -12 14 -14 -15 -16 21 17 -19 23 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.003779902182180773 0.0080596095583526286 0.0029587344252474937 0.0075258411564088122 -0.0022263901308178903 0.0044761155152182076 0.010108201927505434 0.011992949625136147 0.0056925442834783882 0.0022206735420106372 0.0090581182139710739 0.0043909852573603032 0.0079515125048724381 0.009195220862658551 0.0025272980180429901 0.0054693155522937348 0.0096330151281684151 0.010486527764235811 0.0050999464422103865 0.011345299282534556 0.0097568190703168512 0.014888254907869158 0.0093998633981327399 0.0044439949840307238 0.0084621956266618392 0.0062074026328951329 0.011224958540073464 0.0057206847067969979 0.00012812293891329319 0.0032912785955704752 0.0088608819906684493
leaf_weight=22 127 79 24 21 51 20 71 21 71 52 155 37 26 77 39 1144 67 31 22 40 21 387 30 214 72 28 44 20 20 88
leaf_count=22 127 79 24 21 51 20 71 21 71 52 155 37 26 77 39 1144 67 31 22 40 21 387 30 214 72 28 44 20 20 88
internal_value=0 0.00510558 0.00729532 0.00398536 0.00904575 0.00462917 0.0093612 0.00925206 0.00432222 0.00484393 0.00556341 0.00813859 0.00606958 0.00150865 0.00843199 0.00932329 0.00866124 0.0082959 0.0085601 0.0101748 0.0115234 0.00936898 0.00879362 0.00814104 0.00789456 0.00863141 0.00494196 0.00397301 0.00905723 0.00782947
internal_weight=0 718 243 475 2403 377 1783 1712 357 286 207 620 77 98 543 1690 504 406 375 98 61 1669 525 308 286 155 88 64 495 108
internal_count=3121 718 243 475 2403 377 1783 1712 357 286 207 620 77 98 543 1690 504 406 375 98 61 1669 525 308 286 155 88 64 495 108
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 3 14 2 1 2 123 47 4 16 4 52 15 1 151 14 0 3 151 1 52 13 39 13 40 2
split_gain=0.69542 0.153733 0.0875556 0.0557981 0.0543095 0.0493973 0.0411733 0.0517802 0.036336 0.031673 0.0321483 0.0316029 0.0253819 0.0277143 0.036867 0.0284484 0.0245038 0.0345403 0.026054 0.0235488 0.0292366 0.0227751 0.0206181 0.0239623 0.0202 0.0231351 0.0211243 0.0191196 0.018832 0.018507
threshold=0.10312500000000001 -0.40967499999999996 0.12337000000000002 0.095545000000000005 0.10276500000000001 -0.022174999999999997 0.076975000000000002 -0.13033999999999998 0.16773500000000005 0.15109000000000003 0.084025000000000016 0.13082500000000002 -0.011209999999999999 -0.080509999999999984 -0.036839999999999991 -0.56368999999999991 -0.18895499999999996 0.091785000000000019 -0.0062849999999999989 -0.23083499999999998 -0.072269999999999987 -0.15447499999999995 0.009020000000000002 0.085760000000000017 0.056145000000000007 -0.004174999999999999 0.093575000000000005 -0.082199999999999981 -0.063404999999999989 0.14838000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 27 7 -1 11 10 12 24 13 -5 15 -15 -14 18 -18 20 -6 -9 -23 -24 25 28 -27 -3 -4 -26
right_child=1 2 8 9 19 -7 -8 21 -10 -11 -12 -13 16 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.0032776165284303716 0.0084936921816390377 0.010583293302492663 0.0031850311944897217 0.011467430897057058 0.0090055856760591271 0.004131735133134997 0.010793654613268996 0.0051232896767379275 -0.0010473513591062764 0.0035117333197766652 0.0044303904950731632 0.0059908339132865272 0.010212760853270691 0.010691612353548409 0.01049862052993073 0.0070450293111761434 0.010452605597674847 0.0026709506311453877 0.0066713464722923214 0.0036052536549703649 0.0036632583265946736 0.008508706859595273 0.0080067835096269847 0.0039158710317375757 0.0061570922528127476 0.0055379603159963157 0.0013950743671739476 0.0072036366131422785 0.00056547580129243937 0.0022812768584117293
leaf_weight=20 90 22 41 25 20 51 71 21 23 21 33 33 21 24 48 197 20 20 205 174 21 1599 45 21 28 32 20 70 83 22
leaf_count=20 90 22 41 25 20 51 71 21 23 21 33 33 21 24 48 197 20 20 205 174 21 1599 45 21 28 32 20 70 83 22
internal_value=0 0.00462387 0.00407967 0.00815017 0.00511776 0.00662801 0.00843413 0.00833593 0.00276182 0.00732834 0.0074635 0.00310008 0.00764224 0.00828262 0.00798663 0.00744104 0.00693446 0.00665346 0.00700746 0.00411328 0.00626927 0.00839594 0.00843721 0.00670513 0.00267798 0.00217407 0.00394454 0.00801182 0.00143162 0.00445173
internal_weight=0 730 640 2391 358 143 1777 1706 282 614 593 259 560 294 269 221 266 245 225 215 41 1686 1665 66 226 176 52 92 124 50
internal_count=3121 730 640 2391 358 143 1777 1706 282 614 593 259 560 294 269 221 266 245 225 215 41 1686 1665 66 226 176 52 92 124 50
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=31
num_cat=0
split_feature=1 52 3 123 130 4 2 9 4 15 151 160 11 1 2 3 52 2 40 52 3 3 39 159 2 12 4 50 43 1447
split_gain=0.56329 0.124524 0.0748024 0.0498165 0.0493998 0.0477187 0.0468821 0.0308316 0.0436996 0.0404487 0.0308506 0.0393807 0.0285509 0.029408 0.0576587 0.0293553 0.027798 0.0277862 0.0234374 0.0228259 0.0225328 0.0435213 0.0224865 0.0221144 0.0234899 0.0213361 0.0206039 0.0202806 0.0270108 0.0210361
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.085740000000000011 -0.054924999999999995 0.40124500000000002 0.092365000000000017 -1.0000000180025095e-35 -0.015039999999999998 -0.026084999999999994 0.050660000000000004 -0.0071899999999999993 1.0000000180025095e-35 0.080270000000000022 0.089885000000000007 -0.10519499999999998 0.0060650000000000009 0.14960000000000004 -0.063404999999999989 0.088785000000000017 -0.14186499999999996 -0.10217499999999997 0.085425000000000015 0.082585000000000006 0.10882500000000002 0.085355000000000014 0.26450500000000005 0.10883000000000001 -0.085474999999999982 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 12 -6 -9 10 11 -10 13 27 15 -15 -4 20 26 25 -8 -22 -17 -23 -25 -14 -5 29 -29 -1
right_child=1 2 16 18 7 -7 17 8 9 -11 -12 -13 19 14 -16 22 -18 -19 -20 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0099476049788925734 0.0076443229323356517 0.0017546700927837543 0.00031224658242662594 0.004836513881455176 0.00237395897662888 0.0026993407068816437 0.0085071429924888399 0.0079954363871365796 0.0068248091866017178 0.0017530316962594433 0.0090577992499761648 0.0039382667714729907 0.013215515452126661 0.0036272604187781161 0.0017258009826764465 0.0075139667390001835 0.0036649182089604441 0.0035253356658638672 -0.00068891224451363099 0.0067847691150382172 0.0029457653430290521 0.0065892629960626605 0.0043103036369480522 0.0090988720754782357 0.0056108133258441321 0.0090595428893963503 0.0019683779070480494 0.0087905050371773538 0.0045053446812457166 0.0079143628509793871
leaf_weight=54 90 49 79 40 36 22 74 56 76 35 21 125 21 22 20 462 36 26 20 20 30 542 23 75 26 30 67 24 38 882
leaf_count=54 90 49 79 40 36 22 74 56 76 35 21 125 21 22 20 462 36 26 20 20 30 542 23 75 26 30 67 24 38 882
internal_value=0 0.00416148 0.00367171 0.00417769 0.00472795 0.00733515 0.0073782 0.0051454 0.00546416 0.0049126 0.00541073 0.0050297 0.0076878 0.00759654 0.00699223 0.00719998 0.00136178 0.00673899 0.00245326 0.00964799 0.00685084 0.00666872 0.00736204 0.00684242 0.00820096 0.0107708 0.00304058 0.00791565 0.00616412 0.00803167
internal_weight=0 730 640 525 398 2391 2369 349 313 257 222 201 1596 1525 527 507 115 773 127 71 747 673 485 643 101 51 107 998 62 936
internal_count=3121 730 640 525 398 2391 2369 349 313 257 222 201 1596 1525 527 507 115 773 127 71 747 673 485 643 101 51 107 998 62 936
is_linear=0
shrinkage=0.1


Tree=9385
num_leaves=31
num_cat=0
split_feature=1 12 1 51 1 4 15 155 47 1375 484 3 2 0 12 43 49 3 2 0 15 475 159 483 3 15 13 43 4 148
split_gain=0.459384 0.1077 0.0635812 0.0474012 0.0504582 0.0352437 0.0351727 0.031279 0.0309059 0.029225 0.0377701 0.0289019 0.0290413 0.0444894 0.0279632 0.0273273 0.026319 0.0313665 0.0261383 0.025124 0.0296253 0.0237897 0.0226521 0.0238192 0.021762 0.0265241 0.0216491 0.0234074 0.0215208 0.0235006
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 -0.40274499999999996 0.16773500000000005 0.40124500000000002 0.035560000000000008 1.0000000180025095e-35 0.077555000000000013 -0.096099999999999977 -0.011244999999999998 -0.13309499999999996 0.088850000000000012 -0.13027499999999997 0.093965000000000007 -0.04890499999999999 -0.0087849999999999977 0.11924500000000002 0.081685000000000021 -0.15599999999999997 -1.0000000180025095e-35 -0.08669499999999998 0.11389500000000001 -0.095084999999999989 -0.078244999999999995 0.093115000000000017 -0.0093149999999999986 -0.080324999999999994 -0.04890499999999999 -0.066239999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 7 11 9 28 -1 -4 -11 18 14 -14 21 26 -17 -18 -3 -20 -21 -13 23 -23 25 -25 27 -12 -5 -30
right_child=3 5 6 4 -6 -7 -8 -9 -10 10 15 12 13 -15 -16 16 17 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0060596227052691631 0.0067603220542271931 0.010752433877704401 0.00040117222815752032 0.0047746278138624297 -0.0023406158068350383 0.0035588594180132661 0.007346364129334689 0.0065468269996927127 0.0095947105630204612 0.0084581344225443909 0.0053082875128731962 0.0046386066989119483 0.0017384743487293072 0.0062998695413353555 0.0057885382147910662 0.0030784257567055256 0.0069085449549472992 0.0030599152331706138 0.010767697226256132 0.0036954003659522405 0.0076106206667878908 0.010506273603633695 0.003926745895296335 0.0072167142062493752 0.0091059079101719603 0.0039110120246186857 0.0013339827884919942 0.0011966795014450328 -0.00095986879896372559 0.0024424347632395075
leaf_weight=168 27 28 21 36 21 35 35 20 29 20 45 36 22 762 174 56 72 30 20 23 121 23 20 834 59 25 54 20 22 263
leaf_count=168 27 28 21 36 21 35 35 20 29 20 45 36 22 762 174 56 72 30 20 23 121 23 20 834 59 25 54 20 22 263
internal_value=0 0.00639135 0.00514076 0.00271836 0.00241689 0.00670658 0.00433755 0.00270987 0.00658002 0.00400639 0.00426131 0.00675789 0.00664291 0.00617187 0.00695827 0.00395829 0.00482028 0.0057766 0.00792865 0.00744654 0.00698527 0.00716242 0.00725696 0.00732774 0.00724811 0.00712051 0.00281379 0.00404318 0.00247081 0.0021798
internal_weight=0 2732 550 389 362 2182 353 341 197 318 297 2147 1955 784 1171 277 158 102 192 164 144 997 961 941 918 859 119 65 321 285
internal_count=3121 2732 550 389 362 2182 353 341 197 318 297 2147 1955 784 1171 277 158 102 192 164 144 997 961 941 918 859 119 65 321 285
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=31
num_cat=0
split_feature=1 12 1 3 39 12 14 12 159 0 4 15 13 4 15 157 15 43 132 13 1420 1419 3 0 48 15 47 160 48 52
split_gain=0.372101 0.0872371 0.0515008 0.0420939 0.035776 0.0353374 0.029587 0.0285814 0.0260129 0.0256679 0.0281014 0.0707223 0.0254083 0.025221 0.0249435 0.0291083 0.0240613 0.0233093 0.0249448 0.0299314 0.0224539 0.0206975 0.0201009 0.0250567 0.0200946 0.020021 0.0201524 0.0196897 0.0191237 0.0315959
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.088025000000000006 -0.42850999999999995 -0.10708499999999999 0.099815000000000015 0.097885000000000014 -0.23194499999999998 -0.064054999999999987 -0.03241999999999999 -0.086134999999999975 0.2623950000000001 -0.17952999999999997 -0.078969999999999985 -0.43375999999999998 -0.073404999999999984 0.084605000000000014 0.10443000000000001 -0.083904999999999993 0.085980000000000015 -0.0069549999999999994 -0.067624999999999977 0.094925000000000023 0.035560000000000008 0.096770000000000009 0.097500000000000017 0.090545000000000014 0.092320000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 13 -5 -4 20 -7 -1 -11 -12 -6 -2 -8 -16 -15 18 19 -9 21 -3 24 -24 -14 26 27 -17 -22 -30
right_child=3 7 6 5 12 8 14 17 -10 10 11 -13 22 16 15 25 -18 -19 -20 -21 28 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0091413784179497845 0.0052055044647369708 0.006366077626378021 0.0068034169657039461 0.0033156918394310845 0.0051340886237449014 -0.002067146681987321 0.00086930107558146118 0.010107484523905442 0.0020827920054611953 0.0070329399420491732 0.0060196476228731241 6.1543468015130479e-05 0.0035614203640984168 0.0049593429783945557 0.0010524159162741853 0.0033095902950069644 0.0011148365100181275 0.0046558205001959504 0.0033110596112568276 0.0060501154297962793 0.0062461207940001286 0.010810924919787794 -0.0029108536332690467 0.0020348628470674159 6.9410013608061348e-05 0.0067746658543390891 0.0069770010130014272 0.006352118210634217 0.0056765401748367257 0.0016689772697408565
leaf_weight=22 88 22 32 34 20 44 30 24 23 72 76 27 45 27 32 187 41 241 22 75 1619 20 21 20 26 28 20 24 136 23
leaf_count=22 88 22 32 34 20 44 30 24 23 72 76 27 45 27 32 187 41 241 22 75 1619 20 21 20 26 28 20 24 136 23
internal_value=0 0.00575221 0.00462669 0.00244652 0.00306255 0.000689934 0.0039038 0.00603592 -0.000642541 0.00592201 0.00551729 0.00445781 0.00185091 0.00408779 0.00361474 0.00389777 0.00264133 0.0052244 0.00635687 0.00703372 0.00619733 0.00848267 0.00126462 -0.000498309 0.00228266 0.00424932 0.00394322 0.00365566 0.00614334 0.00509683
internal_weight=0 2732 550 389 288 101 353 2182 67 197 175 103 132 156 321 291 68 362 121 99 1820 42 112 41 71 259 231 211 1778 159
internal_count=3121 2732 550 389 288 101 353 2182 67 197 175 103 132 156 321 291 68 362 121 99 1820 42 112 41 71 259 231 211 1778 159
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=31
num_cat=0
split_feature=1 4 148 13 12 0 2 45 124 40 4 3 0 43 16 1 3 52 42 13 4 4 51 12 1 2 4 4 43 52
split_gain=0.30342 0.0711962 0.0435632 0.0418915 0.0437217 0.0341063 0.0336556 0.0294889 0.0301644 0.0289162 0.0242967 0.0455734 0.035924 0.0323257 0.0306438 0.0228207 0.0223189 0.0297157 0.0223188 0.0222037 0.0215478 0.02355 0.0212053 0.0211191 0.027872 0.0588497 0.0201913 0.0436137 0.0189055 0.0183531
threshold=0.10337500000000001 0.27287000000000006 -1.0000000180025095e-35 -0.28558999999999996 -1.0000000180025095e-35 0.22582000000000002 0.25063000000000007 0.081955000000000014 -0.076779999999999987 -0.0036699999999999992 -0.49013999999999996 0.090900000000000009 0.0059850000000000016 -1.0000000180025095e-35 0.18438500000000005 0.081670000000000006 -0.13309499999999996 0.12418000000000001 -0.0060199999999999993 1.0000000180025095e-35 0.024790000000000003 0.065520000000000009 0.08955500000000001 0.087695000000000009 0.089875000000000024 0.086000000000000007 -0.059649999999999988 0.0045450000000000013 -0.080324999999999994 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 9 7 16 8 18 22 14 12 23 -14 -10 -16 -3 19 -1 -18 -6 -22 -5 24 29 -26 -13 -28 -20 -12
right_child=1 6 3 4 20 -7 -8 -9 10 -11 11 26 13 -15 15 -17 17 -19 28 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.005522187020895737 0.00034836754489333546 0.0037802377189231568 0.0015929841212401132 0.0048473111836722605 0.0061963074424959443 0.0013327659972544228 -0.0017178120693036665 0.0087298556770502526 0.010422228199895472 -0.00032428992827507585 0.0061587170084818812 0.0054532464150161969 -0.00035322173440363261 0.0049510559274090664 0.0031178005877882243 0.006980598164865604 0.001615592239433953 0.004577991752246875 0.0036934010641250232 -0.0018266863832693725 0.001967032623454748 0.005436927023923622 0.0011023547500371934 0.0052190911477217753 0.0064901900346740152 -0.0006121035688556732 -0.0018589726896607317 0.0041696870233863597 -0.00016073424623755275 0.0044526724544677728
leaf_weight=35 32 67 53 54 135 21 24 26 20 22 732 21 20 27 20 65 174 31 35 21 31 53 21 1194 28 20 20 30 20 69
leaf_count=35 32 67 53 54 135 21 24 26 20 22 732 21 20 27 20 65 174 31 35 21 31 53 21 1194 28 20 20 30 20 69
internal_value=0 0.00300237 0.00388774 0.00419467 0.00463103 0.00534514 0.00188239 0.00538051 0.00534355 0.00286361 0.00541486 0.00534268 0.00542732 0.00269392 0.00690038 0.0060717 0.00217729 0.00170208 0.00354812 0.00124489 0.00541387 0.00415637 0.00379872 0.00549021 0.00587149 0.0035309 0.00285112 0.00175822 0.0022919 0.00601175
internal_weight=0 718 401 369 316 2403 317 2382 2356 97 2266 2161 2090 47 105 85 293 226 90 195 219 84 75 2043 849 48 71 50 55 801
internal_count=3121 718 401 369 316 2403 317 2382 2356 97 2266 2161 2090 47 105 85 293 226 90 195 219 84 75 2043 849 48 71 50 55 801
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 4 2 2 1 14 2 2 49 2 4 52 457 12 124 1 50 0 1 4 15 1 15 1 4 159
split_gain=8.5796 1.39607 0.750518 0.707133 0.519667 0.448964 0.338074 0.294514 0.272805 0.254614 0.236572 0.201841 0.162225 0.121777 0.119199 0.101358 0.116075 0.119422 0.0951048 0.0909818 0.0903596 0.0898882 0.0824973 0.0792541 0.0773847 0.0727855 0.0658184 0.0812741 0.0571252 0.0544364
threshold=0.104035 -0.059315 0.27834500000000006 -0.029094999999999999 0.14753000000000002 0.36766000000000004 0.13712500000000002 -1.0000000180025095e-35 0.092845000000000025 0.062655000000000016 0.10731 0.089775000000000008 -0.054984999999999992 0.094835000000000017 -0.15289999999999995 -0.56176499999999996 0.057025000000000006 0.086915000000000006 -0.082135 0.085345000000000018 0.041865000000000006 -0.098289999999999975 0.13075500000000004 0.061775000000000004 -0.053579999999999996 0.13534000000000004 -0.089964999999999976 0.14699000000000004 0.033845000000000007 0.0089800000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 8 7 6 9 18 13 11 23 19 -2 -1 -12 -13 28 -18 -3 -5 26 -21 -4 -9 -15 -16 27 -6 29 -17
right_child=1 4 22 5 20 -7 -8 10 -10 -11 14 15 -14 24 25 16 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053765581143336467 0.00030022353818459402 0.00018641738346495998 0.0002560418077610728 0.00052707240934523854 0.00014777375690625737 0.00020624254245822334 0.00031792681401843442 0.00042143053528932289 0.00026165015667228386 0.00060905311401038211 0.00035684066404606779 0.00056906391293612239 0.00047600381898810066 0.00043952253839775099 0.0002127049673267631 0.00048090138457176283 0.00028013536617923774 0.00047194281786815074 6.3460470889421076e-05 0.00040841464771069054 0.00016029450352853902 0.00050180981858664745 0.00012033906741694736 0.00028617778926892998 0.00028536364777025829 9.4246587264276114e-05 -7.3337399102503954e-05 -7.0424395637340186e-06 0.00044808483215220702 0.00054441387308578866
leaf_weight=28 24 46 61 868 22 20 38 31 64 86 20 43 127 31 150 492 24 26 51 44 23 398 24 36 21 23 21 32 189 58
leaf_count=28 24 46 61 868 22 20 38 31 64 86 20 43 127 31 150 492 24 26 51 44 23 398 24 36 21 23 21 32 189 58
internal_value=0 0.000242729 0.000365104 0.000490339 0.000179255 0.000498734 0.000501315 0.000213974 0.000357068 0.000504443 0.000248373 0.000500243 0.000448065 0.000433402 0.000213525 0.000476359 0.000471307 0.000379875 0.00012177 0.000515412 5.27791e-05 0.000492513 0.000217726 0.000348757 0.000377266 0.000196956 1.98077e-05 5.60308e-05 0.000477493 0.000487599
internal_weight=0 691 236 2430 455 2286 2266 357 144 2228 260 2142 151 80 193 832 789 50 97 1310 98 442 85 67 52 173 75 54 739 550
internal_count=3121 691 236 2430 455 2286 2266 357 144 2228 260 2142 151 80 193 832 789 50 97 1310 98 442 85 67 52 173 75 54 739 550
is_linear=0
shrinkage=0.00196078


Tree=9389
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 2 4 1 52 1 2 47 14 1 15 16 48 10 16 0 4 48 16
split_gain=5.91163 0.982778 0.634963 0.455765 0.370957 0.28699 0.198191 0.191017 0.190286 0.187442 0.169934 0.16055 0.127457 0.122911 0.0732912 0.0673824 0.0936704 0.117851 0.0603079 0.0601642 0.06718 0.0588566 0.0568415 0.12445 0.05526 0.0489913 0.106223 0.0519987 0.047707 0.0454832
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.11474000000000002 0.092845000000000025 0.089885000000000007 0.14753000000000002 0.42051500000000003 0.091450000000000017 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.41942499999999994 -0.29154999999999992 0.083685000000000009 -0.38124499999999995 -0.16927999999999996 -0.11173999999999999 -0.0057249999999999992 0.016865000000000002 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 8 12 11 -6 -5 14 13 28 25 -13 -17 -18 19 -3 22 -14 -21 -24 -23 -1 27 -27 -4 -7
right_child=1 2 7 10 9 29 -8 -9 -10 -11 -12 15 21 -15 -16 16 17 -19 -20 20 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00061910632462088585 0.00050981042251160022 0.00035058203918623629 0.00034317198568209299 0.00047569205011199181 0.00047235813247063812 0.00030713012657069432 0.00032834998811736248 0.00033500475331965223 0.00060693505024459176 0.00027506592260442337 0.00030562605027504837 0.00056636412286127863 0.00019058737157405737 0.00017667794349267827 0.0004912418437252584 0.00049280877676482647 0.00029820796108925829 0.00047687737965116311 0.0003645517224190282 0.00033419665217010024 0.00017317115493557033 0.00015290904305555731 0.00014536411416248167 0.00029880368048449822 2.8088507181630027e-05 0.00036385284635011387 0.00053338635396986682 0.00050183766904999226 0.00022531017886481873 0.00042880040069087215
leaf_weight=24 76 33 31 37 81 27 22 37 84 24 58 43 32 99 206 743 22 40 33 45 29 25 30 63 30 21 1061 21 23 21
leaf_count=24 76 33 31 37 81 27 22 37 84 24 58 43 32 99 206 743 22 40 33 45 29 25 30 63 30 21 1061 21 23 21
internal_value=0 0.000299457 0.000273462 0.000504993 0.000330498 0.00051041 0.000513559 0.000203866 0.000515358 0.000427263 0.000371862 0.000511831 0.000183649 0.000217723 0.000525249 0.000490739 0.000486699 0.000413479 0.000286892 0.000274078 0.00025896 0.000123726 0.000276988 0.000249307 8.48251e-05 0.000531465 0.000529558 0.000432845 0.000292972 0.000360361
internal_weight=0 691 615 2430 338 2335 2287 277 2265 105 95 2181 240 153 1333 848 805 62 233 200 167 87 138 93 55 1127 1103 42 54 48
internal_count=3121 691 615 2430 338 2335 2287 277 2265 105 95 2181 240 153 1333 848 805 62 233 200 167 87 138 93 55 1127 1103 42 54 48
is_linear=0
shrinkage=0.00196078


Tree=9390
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 4 1 2 1 4 49 2 1 2 124 1 12 4 1 47 52 50 15 399 2 13
split_gain=19.0107 2.94888 1.59466 1.42957 1.08656 0.904556 0.768361 0.572507 0.5589 0.551172 0.460566 0.459158 0.291151 0.260527 0.256581 0.248855 0.197987 0.191274 0.184803 0.183655 0.162728 0.177173 0.160171 0.123412 0.109161 0.0964158 0.115456 0.0840343 0.0805916 0.0801586
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.17966999999999997 0.09253500000000002 0.14122000000000004 0.089770000000000016 0.27287000000000006 -0.054984999999999992 0.090425000000000019 0.13075500000000004 -0.0091949999999999983 -0.082135 0.13436000000000001 0.091325000000000003 -0.51843499999999987 0.16175000000000003 0.10350500000000001 -0.56176499999999996 0.041865000000000006 -0.090344999999999995 0.09141500000000001 0.089005000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 6 8 18 -8 12 -9 -5 13 20 24 -2 17 -4 -14 -3 29 21 -1 25 -16 -7 26 -6 -22 -23 -11
right_child=1 4 16 10 22 11 7 9 -10 19 -12 -13 15 -15 23 -17 -18 -19 -20 -21 27 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093929185753776918 0.00046089912386800067 0.00025062691355387886 0.00037099962723076196 0.00066691376392395501 0.00013446526702347338 0.00078278805468077236 0.00062007168539209305 0.00063978724327741889 0.0009100031369087988 0.00028292254353241896 0.00038374078709064319 0.00045128037484067865 0.00052801502641458748 0.00046521119879779402 0.00074304321075971966 0.00048774986576292115 0.00016027947152003012 0.00071434093339988499 7.8230195487922821e-05 0.00012906176389200003 0.00070367062210572185 0.00076616107731431143 -7.1000182187231655e-05 0.00061707339028387552 0.00066977824031323947 0.00022265735963432519 -4.4584252355693314e-05 0.00083478036464429374 0.00072580142321858603 0.000370174324273977
leaf_weight=21 23 45 60 34 45 36 30 20 76 96 63 41 23 23 67 23 24 268 51 22 312 889 21 54 377 25 20 20 242 70
leaf_count=21 23 45 60 34 45 36 30 20 76 96 63 41 23 23 67 23 24 268 51 22 312 889 21 54 377 25 20 20 242 70
internal_value=0 0.000344169 0.000525497 0.000716272 0.000251264 0.000725896 0.00030712 0.000366849 0.000745301 0.000330326 0.000482997 0.000649663 0.000738339 0.000668318 0.00065074 0.000684095 0.000310794 0.000699614 0.000159041 0.000297405 0.000749816 0.000760839 8.31953e-05 0.000686825 0.000679629 0.000119174 7.93731e-05 0.000711569 0.000757525 0.000319715
internal_weight=0 673 228 2448 445 2351 334 238 1874 208 97 477 1798 436 144 314 84 291 96 188 1484 1152 111 121 413 90 65 332 1131 166
internal_count=3121 673 228 2448 445 2351 334 238 1874 208 97 477 1798 436 144 314 84 291 96 188 1484 1152 111 121 413 90 65 332 1131 166
is_linear=0
shrinkage=0.00196078


Tree=9391
num_leaves=31
num_cat=0
split_feature=1 4 150 2 1 0 12 0 40 44 3 4 48 4 2 475 0 49 15 48 40 131 13 47 457 1 48 0 1 160
split_gain=0.403862 0.0945417 0.0696076 0.0413722 0.0365286 0.0352297 0.0311826 0.0309724 0.0301114 0.0294913 0.0340922 0.047793 0.0361008 0.0274201 0.0307365 0.028818 0.0338111 0.0257374 0.0238637 0.0225665 0.0235818 0.0195492 0.0175609 0.0205683 0.0171512 0.036641 0.0220843 0.0160478 0.0268404 0.0262734
threshold=0.10124500000000002 0.27287000000000006 1.0000000180025095e-35 0.14285500000000004 0.13075500000000004 0.22582000000000002 -1.0000000180025095e-35 0.024095000000000002 -0.0036699999999999992 0.081805000000000017 0.092670000000000016 -0.059649999999999988 0.016865000000000002 0.015030000000000002 0.12358500000000001 -0.064549999999999982 -0.11991499999999998 0.0093850000000000027 -1.0000000180025095e-35 0.12118000000000002 -0.078554999999999986 0.096070000000000016 -0.11122999999999998 0.090280000000000013 0.079590000000000008 0.11690500000000002 0.085485000000000019 -0.085669999999999982 0.093100000000000002 -0.55045999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 19 9 8 21 17 10 13 -12 -13 14 27 -15 18 -2 -17 20 -3 -6 -8 -24 25 -4 -26 28 -1 -29
right_child=1 4 24 -5 7 -7 22 -9 -10 -11 11 12 -14 15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.0068750408749054847 0.0076669117290293805 0.00068350553726001344 0.0058176898057675265 0.0013395150863708787 0.0010810444436942508 0.0019042790494859221 0.003272195486351848 -0.0021344381563652023 0.00043293432598667483 0.009849794510574569 0.0060869358357740566 -0.001238596776411647 0.0046978392056189477 0.0018499327484856954 0.0030900792347203043 0.006153037422336638 0.0050326366164091703 0.0027103520228675651 0.0099011702588401168 -1.6368054784834384e-05 0.0041014830208306501 0.0043649453561308543 0.0071765385799016021 0.005197513215565816 -0.0012565887698893557 0.0011751099359518027 0.0026893728151539897 0.0026402786307569062 0.0033237260933012959 0.0062099915864078509
leaf_weight=652 20 24 34 26 103 20 21 26 21 21 60 21 20 22 29 49 251 22 26 20 127 22 119 94 23 34 37 21 22 1134
leaf_count=652 20 24 34 26 103 20 21 26 21 21 60 21 20 22 29 49 251 22 26 20 127 22 119 94 23 34 37 21 22 1134
internal_value=0 0.0034481 0.00438256 0.00516463 0.00213927 0.00608337 0.00549949 0.00100583 0.00352472 0.00611927 0.00608531 0.00428874 0.00165723 0.00616757 0.00632015 0.00535293 0.00558933 0.00507062 0.00745239 0.00314015 0.00355823 0.00165901 0.00603116 0.00630317 0.00240907 0.0034964 0.00117675 0.00637136 0.00675912 0.00614509
internal_weight=0 773 451 323 322 2348 297 151 63 2328 2307 101 41 2206 1858 348 326 42 75 171 151 125 234 213 128 68 60 1829 674 1155
internal_count=3121 773 451 323 322 2348 297 151 63 2328 2307 101 41 2206 1858 348 326 42 75 171 151 125 234 213 128 68 60 1829 674 1155
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 0 49 1 47 1 2 4 150 2 34 4 4 0 3 131 2 157 47 475 43 13 49
split_gain=7.31208 1.18393 0.776928 0.649002 0.46153 0.324227 0.28575 0.207998 0.19759 0.267973 0.192474 0.169605 0.161789 0.160648 0.141831 0.140816 0.119916 0.142795 0.127272 0.0883338 0.104266 0.12103 0.0856002 0.0983343 0.0773942 0.0726297 0.071864 0.066432 0.06572 0.0646107
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.11474000000000002 -0.10607499999999999 0.082865000000000008 0.077845000000000011 0.13082500000000002 0.083345000000000016 0.14960000000000004 0.0082450000000000006 1.0000000180025095e-35 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.082750000000000004 0.31358000000000003 -0.0045449999999999996 0.090100000000000013 -0.066784999999999983 -0.080324999999999994 -1.0000000180025095e-35 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 8 -6 9 12 -5 16 -1 15 19 26 17 -4 -19 -10 -21 -22 23 -18 -23 -3 -7 -12 -20 -14
right_child=1 2 11 10 7 13 -8 -9 14 -11 27 -13 29 -15 -16 -17 22 18 28 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049479881013400671 0.00051052581220786288 0.00024818547641574116 9.7954754894173218e-05 0.00048725195072528692 0.00047219525562584597 0.00055179511766454878 0.00064029908022681726 0.00026313637769811489 0.0006511336613290856 0.00059833176726219704 0.00033337005718546707 0.00030034020964180859 0.00043290825395468348 0.00031625258321791314 0.0004557523275915179 0.00033826113228071358 0.00011132862220802114 0.00033278159783495698 0.00013742259496757551 0.00053610216480490323 0.00037174904510295359 0.00059319345724015014 0.0002146521910988525 -4.7765762562145632e-05 0.00049356766700859439 0.00034780333541329245 0.00047405967213047176 0.00019926964560998422 0.00027124372238761127 0.00030164868739185075
leaf_weight=45 74 191 45 28 77 53 79 24 23 36 49 34 21 26 104 27 59 32 43 1286 28 35 20 20 209 33 333 20 21 46
leaf_count=45 74 191 45 28 77 53 79 24 23 36 49 34 21 26 104 27 59 32 43 1286 28 35 20 20 209 33 333 20 21 46
internal_value=0 0.000276544 0.000247638 0.000507316 0.000312478 0.000513801 0.000524835 0.000422518 0.000519859 0.000451168 0.00035014 0.00017073 0.000403865 0.000465746 0.000525892 0.000475158 0.000152368 0.000189094 0.000231816 0.000530506 0.000528725 0.000493847 0.000100062 7.10516e-05 0.000507858 0.000262861 0.000484733 0.0002945 0.000181333 0.00034279
internal_weight=0 673 599 2448 325 2351 1912 101 1833 148 97 274 112 439 1685 413 240 141 96 1581 1558 272 99 79 244 224 386 69 64 67
internal_count=3121 673 599 2448 325 2351 1912 101 1833 148 97 274 112 439 1685 413 240 141 96 1581 1558 272 99 79 244 224 386 69 64 67
is_linear=0
shrinkage=0.00196078


Tree=9393
num_leaves=31
num_cat=0
split_feature=1 2 12 4 2 11 2 2 15 14 51 4 13 4 16 15 16 3 0 16 3 49 12 15 0 159 16 12 40 13
split_gain=0.369636 0.0832869 0.0632113 0.0377338 0.0329849 0.0333026 0.0320624 0.0547271 0.0289824 0.0411392 0.0285253 0.0251444 0.0245173 0.0249039 0.0234522 0.0223282 0.0550118 0.0240312 0.021808 0.0378941 0.0259841 0.0467882 0.0210178 0.0266478 0.02155 0.0201053 0.0293097 0.0197094 0.0195963 0.0210879
threshold=0.10312500000000001 0.13754500000000003 0.085055000000000006 0.40124500000000002 0.10045500000000002 0.075910000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.078235000000000013 0.10532000000000001 -0.013514999999999998 0.05868000000000001 -0.029144999999999997 -0.50339499999999993 -0.46471999999999997 -1.0000000180025095e-35 0.13524500000000003 -0.033209999999999996 0.15273500000000004 -0.0069549999999999994 0.082865000000000008 0.095780000000000018 -0.040804999999999994 -0.050064999999999991 0.097885000000000014 -0.11118499999999999 -0.077884999999999996 -0.077474999999999988 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 14 -8 -7 -10 25 -4 13 -9 -2 -15 17 -17 20 -20 22 -22 23 -6 -24 26 27 -3 -16 -30
right_child=1 10 11 -5 18 8 7 12 9 -11 -12 -13 -14 15 28 16 -18 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0059251557526515796 0.0045130303018682061 0.0033278487880306785 0.0063819676201724773 0.0016825329255714843 0.0058390698791481559 0.0057231270291499409 0.008606040214654059 0.0060907831655875331 0.01280028032405036 0.0072016964606674665 0.0034453970352409501 0.0042215787661440954 -0.00010676272573792155 0.0055358677974035007 0.0022949877032620268 0.0042274359264411034 -0.0023693547071889044 0.001168717078335986 0.0010978425852954388 0.0052382019891714059 -0.00038141222846206803 0.0064587771426886324 0.0046813215001130408 0.0092163568757700192 0.0080206031826409434 0.0022261104887002152 -0.0031924691723327634 -0.00072486505552660674 0.0013410182634328047 -0.0030988667008932679
leaf_weight=1846 21 20 92 22 80 38 20 31 21 35 42 130 21 29 43 84 20 37 35 60 20 20 159 33 22 40 27 30 23 20
leaf_count=1846 21 20 92 22 80 38 20 31 21 35 42 130 21 29 43 84 20 37 35 60 20 20 159 33 22 40 27 30 23 20
internal_value=0 0.00323401 0.00379766 0.0058049 0.00584318 0.00601865 0.0029585 0.00359584 0.00785472 0.00930117 0.00120985 0.00511688 0.00314447 0.00348415 0.00151705 0.00300882 0.00248908 0.00329213 0.00504968 0.00371281 0.00542993 0.00303868 0.00575527 0.00682536 0.0050872 0.00040734 -0.000537476 0.00089622 0.000785472 -0.000724045
internal_weight=0 730 571 2391 2369 1940 349 242 94 56 159 222 222 201 107 170 141 121 429 95 334 40 294 113 181 117 77 50 86 43
internal_count=3121 730 571 2391 2369 1940 349 242 94 56 159 222 222 201 107 170 141 121 429 95 334 40 294 113 181 117 77 50 86 43
is_linear=0
shrinkage=0.1


Tree=9394
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 2 2 47 42 14 2 2 15 1 0 3 43 4 1 0 131 15 4 3 131 43 12 13 42 159
split_gain=6.21417 1.08393 0.689228 0.469273 0.3822 0.312119 0.311316 0.231451 0.21336 0.190132 0.133011 0.115044 0.11177 0.107506 0.231897 0.102953 0.101905 0.0819695 0.109675 0.098557 0.0781325 0.089339 0.0851016 0.0690336 0.0612978 0.058964 0.0588014 0.0565033 0.0586569 0.0522956
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.080389999999999989 1.0000000180025095e-35 0.095545000000000005 -1.0000000180025095e-35 0.13082500000000002 -0.0060199999999999993 0.062655000000000016 0.14960000000000004 0.14285500000000004 1.0000000180025095e-35 0.085605000000000014 -0.097274999999999986 -0.014944999999999998 -0.080324999999999994 -0.013125 0.093100000000000002 0.14486500000000005 0.082750000000000004 -0.41942499999999994 -0.0039549999999999993 -0.020429999999999997 0.09031500000000002 -0.06984499999999999 0.095780000000000018 0.0049450000000000006 0.088295000000000012 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 8 6 9 15 11 -1 13 17 12 25 -5 23 -3 -10 19 26 29 21 -13 -23 -15 -2 -4 -19 28 -16 -7
right_child=1 2 7 5 -6 10 -8 -9 16 -11 -12 20 -14 14 27 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047669270668043137 0.00053702834501952428 0.00035706098332964614 0.00011487062315407376 0.00051333021163023145 0.00026053575390751942 0.00048743857449919201 0.00048484737458436385 0.00032282716093193019 0.00034061278907349666 0.00060709523995404609 0.00031839673971717958 0.00016385286506781754 0.00031110902357043001 0.00027629201976107616 0.00053147253353711624 0.00018281612857352816 0.00016989244732494449 0.00048361308956733703 0.00032535949143660224 0.0003817497716084415 0.00021446572561912677 0.00011831501623015491 -4.4649602384378231e-05 0.00041299296744993661 0.00041722969754653819 0.00020436932466911108 0.00042201062206989354 0.00043093477743058942 0.00048110060240031516 0.00057710421842937707
leaf_weight=35 52 32 49 1203 215 234 69 37 41 71 26 29 25 20 167 22 20 113 30 32 20 22 28 49 24 67 126 45 190 28
leaf_count=35 52 32 49 1203 215 234 69 37 41 71 26 29 25 20 167 22 20 113 30 32 20 22 28 49 24 67 126 45 190 28
internal_value=0 0.000278284 0.000250984 0.000489014 0.000310407 0.00049454 0.00039758 0.000178475 0.000354659 0.000507713 0.000455511 0.00015622 0.000192192 0.000503498 0.000478386 0.000286072 0.000284639 0.000461844 0.000437109 0.000484475 0.000104988 7.72718e-05 2.70548e-05 0.00037337 0.000499197 0.000166564 0.000451136 0.000496411 0.000504664 0.000497021
internal_weight=0 691 615 2430 338 2334 123 277 96 1745 589 240 141 1674 471 54 61 563 269 294 99 79 50 69 76 116 239 402 357 262
internal_count=3121 691 615 2430 338 2334 123 277 96 1745 589 240 141 1674 471 54 61 563 269 294 99 79 50 69 76 116 239 402 357 262
is_linear=0
shrinkage=0.00196078


Tree=9395
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 0 15 2 1 4 4 1 47 49 0 4 3 52 10 151 50 10 2 14 49
split_gain=11.6468 1.82228 1.1996 1.06472 0.869112 0.626907 0.438041 0.380829 0.275362 0.274257 0.181053 0.344625 0.180834 0.169608 0.138688 0.133277 0.139828 0.122049 0.118797 0.116604 0.1557 0.165137 0.114638 0.0982189 0.0911568 0.0871529 0.0796415 0.107383 0.0707946 0.069889
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.13501500000000002 0.092845000000000025 -0.10607499999999999 -0.10469999999999999 0.17025000000000004 0.083345000000000016 0.0061450000000000003 -0.17966999999999997 0.12337000000000002 0.13011000000000003 -0.069799999999999987 -0.079119999999999982 -0.55119499999999988 -0.12018999999999998 -0.56176499999999996 -0.38124499999999995 -0.083919999999999981 0.10917 -1.0000000180025095e-35 0.092235000000000025 -0.23083499999999998 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 10 -6 22 -5 11 -1 17 -13 19 -3 26 -4 -15 25 -21 -22 -7 -14 -24 -12 -17 -28 -29 -11
right_child=1 2 12 9 7 8 -8 -9 -10 29 14 13 23 18 -16 16 -18 -19 -20 20 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00073349348313229924 0.00064896547242276317 0.00047775888580734989 0.0002026154797164502 0.00057944630189523869 0.00059161087112274155 0.00072017695492664145 0.00082112773445553084 0.00035632373207662986 0.00045423505331687873 0.0004269171159792218 0.00069549725236034497 0.00062802327495506578 0.00016164609148879261 0.0005690864005927892 0.00060701602562645163 0.00024564254586915458 0.00024364746355435305 0.00036961444726615563 0.00038068748039772507 0.00081534796263100823 0.00051555094980758527 0.00065510841717974784 0.00047578079487700588 -1.6966194653993143e-05 0.00060866088299961496 0.00063812819923788602 0.00048819309731825393 0.00042409121914802658 0.00032032798251655116 0.00029046333187984091
leaf_weight=50 76 21 106 37 87 34 76 38 48 31 1028 40 29 22 108 29 76 20 31 21 36 345 21 20 362 113 21 31 137 27
leaf_count=50 76 21 106 37 87 34 76 38 48 31 1028 40 29 22 108 29 76 20 31 21 36 345 21 20 362 113 21 31 137 27
internal_value=0 0.000362529 0.000327132 0.000651023 0.000381746 0.000659302 0.000675323 0.000520084 0.000594873 0.000447542 0.000669146 0.000602216 0.000189817 0.000531636 0.000674944 0.00032685 0.00031607 0.000229123 0.000458891 0.000679698 0.000650981 0.000641922 0.000611062 8.87431e-05 0.000601375 0.000689816 0.000341319 0.000355999 0.000339475 0.000363396
internal_weight=0 691 615 2430 440 2335 1870 125 465 95 1794 143 175 93 1651 315 294 126 53 1543 402 381 417 49 383 1141 218 189 168 58
internal_count=3121 691 615 2430 440 2335 1870 125 465 95 1794 143 175 93 1651 315 294 126 53 1543 402 381 417 49 383 1141 218 189 168 58
is_linear=0
shrinkage=0.00196078


Tree=9396
num_leaves=31
num_cat=0
split_feature=1 4 457 2 9 2 40 14 3 45 0 1 160 4 0 3 3 52 48 4 52 0 12 1212 12 47 0 157 3 160
split_gain=0.39702 0.0926144 0.0633031 0.0579343 0.0403926 0.0374483 0.0352201 0.0306554 0.0327685 0.0301807 0.0368948 0.0426207 0.0419994 0.0375256 0.0266283 0.0260635 0.0239735 0.0281708 0.0238946 0.0353662 0.0277742 0.0263957 0.0256952 0.049277 0.0262921 0.023198 0.0268941 0.0231277 0.0227922 0.0756869
threshold=0.10124500000000002 0.27287000000000006 0.079590000000000008 0.12198500000000001 -1.0000000180025095e-35 0.25063000000000007 0.051255000000000002 0.062655000000000016 0.10299500000000002 0.081955000000000014 -0.14001499999999997 0.085605000000000014 0.08443500000000001 0.015030000000000002 -0.019414999999999998 0.30112000000000005 -0.13309499999999996 0.12418000000000001 0.093265000000000015 -0.52556499999999995 0.14295500000000003 -0.079119999999999982 0.083785000000000012 0.040035000000000008 0.083875000000000019 0.085505000000000012 -0.068944999999999992 -0.096984999999999974 -0.088784999999999989 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 16 7 8 9 10 11 -1 -13 18 -10 -6 -3 -18 19 -12 -20 22 23 -21 -24 -5 -27 -26 29 -23
right_child=1 5 -4 25 15 -7 -8 -9 14 -11 13 12 -14 -15 -16 -17 17 -19 20 21 -22 28 24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0068935169553798114 0.0018580546253360809 0.0040990217511231702 0.0014391361516789488 0.00066880466735088522 0.0061436746178843158 -0.0016410797329929967 0.0018887300800997766 0.0079232441653167892 0.0016132701483244699 0.0098619808431803478 0.010005619307910954 -0.0001204480277374387 0.005087681840086589 0.0050769338350265146 0.006256137236154505 0.0027602619148674422 0.0015338252846325332 0.0047757550743558717 0.0057363634661360616 0.006945753896488222 0.0020890934133114152 -0.00070307178592140032 0.0029790343339776712 0.012104790823650548 0.0038683527066642725 0.0067327973846113311 0.0016660743885288619 0.0066446148527116505 0.0061680547308600947 0.0056900594604368778
leaf_weight=36 28 69 63 38 255 24 20 89 30 21 27 30 32 285 21 25 198 31 106 81 26 22 21 24 31 20 22 936 393 117
leaf_count=36 28 69 63 38 255 24 20 89 30 21 27 30 32 285 21 25 198 31 106 81 26 22 21 24 31 20 22 936 393 117
internal_value=0 0.0034544 0.00437929 0.00485668 0.00547945 0.00215898 0.00606725 0.00610315 0.0060308 0.00608921 0.00605265 0.00415672 0.00256762 0.00614245 0.00352504 0.00584158 0.00246503 0.00197269 0.00631267 0.00641612 0.00501796 0.00635648 0.00663766 0.00812496 0.00647959 0.00245905 0.0040788 0.00655561 0.00577879 0.0046782
internal_weight=0 773 451 388 308 322 2348 2328 2239 2188 2167 98 62 2069 51 280 298 229 1784 1652 132 1625 1093 105 988 80 42 967 532 139
internal_count=3121 773 451 388 308 322 2348 2328 2239 2188 2167 98 62 2069 51 280 298 229 1784 1652 132 1625 1093 105 988 80 42 967 532 139
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=31
num_cat=0
split_feature=1 4 3 123 2 1 14 2 1 2 1 0 1 13 150 2 4 16 4 15 159 48 39 155 1 12 49 49 50 475
split_gain=16.472 2.50944 1.88214 1.28533 0.820825 0.782772 0.722153 0.590768 0.423118 0.387402 0.358053 0.29525 0.265078 0.25259 0.240281 0.19983 0.184981 0.176271 0.157825 0.149903 0.131407 0.145905 0.131277 0.129325 0.128581 0.106647 0.105229 0.104978 0.103374 0.0845445
threshold=0.10508500000000001 0.27287000000000006 -0.063814999999999997 1.0000000180025095e-35 0.10045500000000002 0.13075500000000004 0.062655000000000016 0.14285500000000004 0.09253500000000002 0.13501500000000002 0.089770000000000016 -0.095504999999999993 0.16175000000000003 -0.00096999999999999983 1.0000000180025095e-35 0.088850000000000012 -0.04890499999999999 -1.0000000180025095e-35 -0.51843499999999987 -0.095869999999999983 0.083335000000000006 0.084855000000000014 0.088025000000000006 0.10158500000000002 0.076935000000000017 0.085885000000000017 -0.053364999999999996 -0.017229999999999999 0.041865000000000006 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 4 6 22 10 13 -5 14 15 19 -7 20 24 29 -15 -18 -17 -12 21 -4 -3 27 -6 -13 -10 -2 -9 -1
right_child=1 5 7 8 9 12 -8 28 26 -11 11 25 -14 16 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070577188923279927 0.00054323507392871166 0.0004134754990812954 0.00056090576294200872 0.00071653558936017332 0.00070783996214337586 0.00022030711396832619 0.00097168527301294571 0.00012042640523491975 0.00051912840717872801 0.00052786856019272914 0.00068822593702112919 0.00062079789261480528 -7.2208236829907286e-07 0.00070208756083214472 0.0005323995805877861 0.0009342414768887501 0.00060072031824733897 0.00035473350452887021 0.00075682767609356867 0.00048683983653908245 0.00031015108398330235 0.00038793814196890473 0.00027975075143805468 0.00079622289477164899 0.00079640522689399169 0.00076051717541062683 0.00035834915933159555 0.00070008116493038095 0.00031070413587947073 0.00081328350759852499
leaf_weight=29 21 119 30 34 284 126 79 23 34 48 30 23 25 23 26 20 24 21 534 27 36 50 37 42 81 242 29 75 21 928
leaf_count=29 21 119 30 34 284 126 79 23 34 48 30 23 25 23 26 20 24 21 534 27 36 50 37 42 81 242 29 75 21 928
internal_value=0 0.000415081 0.000524738 0.000761448 0.000770574 0.000284349 0.000788129 0.000415346 0.000540255 0.000694113 0.000780218 0.000720854 0.000183713 0.000464153 0.000714521 0.000792869 0.00055904 0.000485926 0.000763233 0.000592833 0.00040853 0.000452801 0.000381759 0.000705474 0.000727494 0.000748391 0.000445119 0.000665771 0.000211241 0.000810026
internal_weight=0 673 366 2448 2351 307 1912 228 97 439 1833 322 151 184 391 1511 68 45 554 57 116 80 156 138 365 265 63 96 44 957
internal_count=3121 673 366 2448 2351 307 1912 228 97 439 1833 322 151 184 391 1511 68 45 554 57 116 80 156 138 365 265 63 96 44 957
is_linear=0
shrinkage=0.00196078


Tree=9398
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 4 150 0 47 1 4 12 4 47 1 3 1 4 49 3 4 16 0
split_gain=19.5364 3.05092 1.81765 1.44538 1.13898 0.921727 0.594664 0.548024 0.52117 0.506314 0.441955 0.372848 0.309783 0.267303 0.247041 0.426777 0.391646 0.258783 0.162151 0.210543 0.158131 0.132152 0.0997421 0.0940835 0.0910195 0.0853074 0.0836018 0.0796846 0.0767818 0.073331
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.40473500000000007 0.09253500000000002 0.14753000000000002 0.40945500000000007 1.0000000180025095e-35 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.0061450000000000003 0.090455000000000021 -0.52556499999999995 0.090100000000000013 0.076935000000000017 -0.13927999999999999 0.16175000000000003 -0.036839999999999991 -0.069799999999999987 -0.010424999999999999 -0.111605 -0.073404999999999984 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 20 6 14 11 13 -6 -5 12 -4 21 15 16 -1 18 19 -16 -3 29 -21 -13 -2 -18 -14 -23 -20 -7
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 23 26 -15 17 -17 25 -19 28 22 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.000787211375964643 0.00083112975078470568 0.00036105246540970128 0.00040797989836043372 0.00073069124176427982 0.00072375920160604884 0.00073998500550309502 0.00098400680680823627 0.00047682134473251634 0.00049979170075444012 0.00041994311597222595 0.00045329853474926877 0.00014471760838233327 0.00028437726788551487 0.00055135163042892602 0.0010336211031558467 0.00093712712035459635 0.00065245966322441157 0.00072267313020862119 0.00081686231322680367 0.00069988268210076181 0.00050804271444067383 0.0008499848971703194 0.00083335974105697207 -5.9655400551333815e-06 0.00068422956453039754 0.00049576059100889486 0.00017171037123618214 0.00072026587701311295 0.00076893104983102531 0.00063794603193897048
leaf_weight=58 50 191 44 34 71 278 76 34 39 30 63 66 40 28 20 30 22 112 246 22 33 67 995 21 24 34 69 25 269 30
leaf_count=58 50 191 44 34 71 278 76 34 39 30 63 66 40 28 20 30 22 112 246 22 33 67 995 21 24 34 69 25 269 30
internal_value=0 0.000407878 0.000361476 0.00078509 0.000460651 0.000794768 0.000814097 0.00024384 0.000716787 0.000633517 0.000550529 0.000210835 0.000269113 0.00073656 0.000806955 0.000729042 0.000674283 0.000813698 0.000820266 0.00083439 0.000382707 0.000749525 0.000830472 0.000108346 0.000783486 0.000557321 0.000213056 0.000814735 0.000791826 0.000730046
internal_weight=0 673 599 2448 325 2351 1884 274 467 101 97 240 153 428 1808 144 114 1664 1552 1037 224 400 1017 87 74 56 109 92 515 308
internal_count=3121 673 599 2448 325 2351 1884 274 467 101 97 240 153 428 1808 144 114 1664 1552 1037 224 400 1017 87 74 56 109 92 515 308
is_linear=0
shrinkage=0.00196078


Tree=9399
num_leaves=31
num_cat=0
split_feature=1 1 3 4 124 42 2 1 123 51 14 43 4 3 150 1429 0 3 51 0 0 52 0 4 13 3 13 133 49 483
split_gain=0.478612 0.0996776 0.0564343 0.0442192 0.0434556 0.0425704 0.0366105 0.0299119 0.0303163 0.0293578 0.0280166 0.0296439 0.0524212 0.0283579 0.0678676 0.0456611 0.0394791 0.027925 0.0258482 0.0271227 0.0335454 0.0253891 0.0244782 0.023956 0.0372639 0.0309741 0.0307335 0.0235896 0.026351 0.0233969
threshold=0.10337500000000001 0.12337000000000002 -0.034684999999999994 0.41257000000000005 -0.076779999999999987 -0.0060199999999999993 0.13404500000000005 0.14860500000000001 0.11679000000000002 0.14122000000000004 0.062655000000000016 -0.52440999999999993 -0.51843499999999987 -0.096099999999999977 0.081835000000000019 0.084105000000000027 -0.088544999999999985 -0.10023499999999998 -0.064959999999999976 -0.10474999999999998 -0.15931499999999996 0.11434500000000002 -0.010949999999999998 -0.082769999999999982 -0.085744999999999988 0.092670000000000016 -0.083619999999999986 0.099660000000000012 0.10347500000000003 0.10452500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 10 8 9 18 11 -6 17 14 15 16 -14 -13 -3 20 -20 -4 -9 24 -15 27 -26 29 -29 -25
right_child=1 7 21 -5 6 -7 -8 22 -10 -11 -12 12 13 23 -16 -17 -18 -19 19 -21 -22 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=0.0070660604614740568 0.0064938263784719069 0.0051764018510261347 0.003108220094434237 0.0028025275771506133 0.0028485161066055301 0.0027784078283155777 0.0039874425042677212 0.0017208169408268474 -0.00072600350301854633 0.0067224988226024882 0.0085313626532168962 0.012905620285309852 0.010269493343574661 0.0034790570226808392 0.00092826378639545995 0.0028234787353807514 0.0062284348095835605 0.00779643452361874 0.0013788926790849392 0.0012699828289522985 0.0067849240421007087 0.0066270356613170843 -0.0023347755798816005 0.0069994951945164712 0.011122616559553607 0.0041433318437324191 0.0075305777290914575 0.0062468517337906726 0.0033493907457644435 0.00500389839036225
leaf_weight=39 172 36 189 40 20 57 49 46 22 21 85 20 28 21 27 34 177 23 22 101 24 23 22 1121 26 49 284 245 36 62
leaf_count=39 172 36 189 40 20 57 49 46 22 21 85 20 28 21 27 34 177 23 22 101 24 23 22 1121 26 49 284 245 36 62
internal_value=0 0.00366253 0.00464367 0.00579735 0.00660492 0.00452027 0.00669167 0.00224757 0.00280085 0.0031812 0.00675035 0.00668069 0.00671628 0.00664584 0.0056806 0.00621748 0.00678038 0.0101728 0.00277482 0.00218668 0.00419943 0.00348998 0.000408713 0.00678508 0.00755569 0.00661649 0.00783185 0.00669927 0.00587565 0.00689491
internal_weight=0 718 424 212 2403 96 2307 294 226 204 2258 2173 2153 2110 266 239 205 43 183 147 46 212 68 1844 331 1513 310 1464 281 1183
internal_count=3121 718 424 212 2403 96 2307 294 226 204 2258 2173 2153 2110 266 239 205 43 183 147 46 212 68 1844 331 1513 310 1464 281 1183
is_linear=0
shrinkage=0.1


Tree=9400
num_leaves=31
num_cat=0
split_feature=1 4 3 4 124 42 2 1 4 2 11 4 0 0 48 4 3 16 13 484 13 1 15 15 376 159 43 44 3 42
split_gain=0.387676 0.08481 0.0542884 0.0386599 0.035199 0.034482 0.0335535 0.0326713 0.0317992 0.0298751 0.0243169 0.0288172 0.0261897 0.0254472 0.0411583 0.0432584 0.0332379 0.0249672 0.0455337 0.0282826 0.0370644 0.0230788 0.0228082 0.0504272 0.0238597 0.0288292 0.0206782 0.0206313 0.032978 0.0198824
threshold=0.10337500000000001 0.27287000000000006 -0.069009999999999974 0.09173000000000002 -0.076779999999999987 -0.0060199999999999993 0.25063000000000007 0.14262000000000002 -0.17966999999999997 0.14122000000000004 0.095720000000000013 -0.082249999999999976 -0.047369999999999995 -0.087084999999999982 0.092475000000000016 -0.50690499999999983 -0.10519499999999998 -0.091354999999999978 -0.085744999999999988 0.064170000000000019 -0.07743499999999999 0.11910500000000002 -0.015039999999999998 0.013270000000000002 0.084145000000000011 0.076905000000000015 -0.080324999999999994 0.081805000000000017 0.092670000000000016 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 5 -1 21 8 -4 10 11 13 27 -6 15 16 -15 -17 -19 20 -20 -3 24 -24 25 -10 -7 28 29 -13
right_child=1 6 3 -5 9 26 -8 -9 22 -11 -12 12 -14 14 -16 17 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0063594543458655095 0.0057920617230995215 0.0034804661536391155 0.0059947990495452866 0.0065700947765656055 0.0080462526351025958 0.0039552793986836659 -0.0015208296652417632 -0.00075610652354291897 0.0052646413758449147 0.0033472253412871462 0.002599434116855264 0.0060808667729466232 0.0031385129399816784 0.012395482208521573 0.0021543162779628553 0.0095612464428302801 0.007442428714906176 0.0013746156450361014 0.010329913142292452 0.0033863861354128007 0.0062503305416965627 0.0016600873148297714 -0.0027521334632876378 0.0042640317359473557 0.00032972022669301151 0.0017142956890165808 6.7745024959246325e-06 0.0089844049449311573 0.0030660020723007621 0.0047702222129229338
leaf_weight=39 147 114 36 33 113 36 24 22 66 41 20 1422 34 20 22 21 42 20 24 31 309 179 21 20 21 35 21 22 40 126
leaf_count=39 147 114 36 33 113 36 24 22 66 41 20 1422 34 20 22 21 42 20 24 31 309 179 21 20 21 35 21 22 40 126
internal_value=0 0.00329628 0.0042626 0.00337743 0.00594443 0.00406824 0.00207391 0.0029007 0.00330497 0.0060225 0.00607091 0.00610182 0.00588507 0.00669375 0.00638121 0.00658034 0.00904019 0.00620377 0.00602016 0.00627541 0.00654435 0.00236836 0.0027109 0.000670386 0.00339665 0.00403432 0.00250057 0.00594307 0.00590093 0.00597419
internal_weight=0 718 401 254 2403 96 317 221 199 2307 2266 2246 1644 602 489 467 62 405 384 364 333 293 163 41 122 101 57 1610 1588 1548
internal_count=3121 718 401 254 2403 96 317 221 199 2307 2266 2246 1644 602 489 467 62 405 384 364 333 293 163 41 122 101 57 1610 1588 1548
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=31
num_cat=0
split_feature=1 1 12 0 132 4 14 49 10 3 13 4 4 3 12 4 52 133 158 52 151 132 10 13 13 13 43 4 16 0
split_gain=0.314093 0.0716326 0.0580687 0.0341861 0.0294227 0.0286343 0.0255863 0.0256416 0.0261436 0.0223059 0.022112 0.0219915 0.0526255 0.0345644 0.0263166 0.0216793 0.0202455 0.0192146 0.0192115 0.0232663 0.0207451 0.0186536 0.0455763 0.0201351 0.0247833 0.0184607 0.0181701 0.0214076 0.0267875 0.0295833
threshold=0.10312500000000001 0.13707500000000003 0.085055000000000006 0.18019500000000002 0.090440000000000006 -0.036839999999999991 0.062655000000000016 0.12497000000000001 -1.0000000180025095e-35 0.10299500000000002 -0.075129999999999988 -0.39518999999999993 -0.15289999999999995 -0.14989499999999997 0.09320500000000001 -0.17966999999999997 -0.0041199999999999995 0.089200000000000015 0.10046000000000001 0.13796000000000003 -1.0000000180025095e-35 0.088210000000000011 -0.062879999999999978 1.0000000180025095e-35 -0.011914999999999999 -0.079299999999999995 -0.0019149999999999998 0.0061450000000000003 -0.43320999999999993 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 15 -4 7 8 -1 11 -9 14 -13 -14 -10 -2 -11 -17 19 20 -7 22 -3 24 -24 -19 27 -15 -29 -30
right_child=1 21 5 -5 -6 18 -8 10 9 16 -12 12 13 26 -16 17 -18 25 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0028322093818785969 0.0055099144764244566 -0.0028241902512187761 0.0064281912830968695 0.0019434735580379594 -0.00091339082767566057 -0.00015569832641631367 0.0070611901743484022 0.0058347780819468465 0.0078593971220155563 0.001640093667785926 0.002411379522965473 0.0011966082973983783 0.0014524276678760848 0.0058750788006453475 0.003926083581014113 0.0030343757388647647 0.0054829975500559581 0.0029962669703222458 0.006874855843489059 0.0056923623339066075 0.0034904462716568423 0.0031933467964907845 0.0013246508678748158 -0.0010429943641859362 0.0054160585688077844 -0.001025562632828951 0.0050290211812307984 0.0065394266655979059 0.0015874336605790904 0.0048716936690978846
leaf_weight=39 30 30 72 29 21 20 89 29 75 29 54 29 21 1220 22 250 26 21 20 36 71 35 57 22 20 25 526 60 37 106
leaf_count=39 30 30 72 29 21 20 89 29 75 29 54 29 21 1220 22 250 26 21 20 36 71 35 57 22 20 25 526 60 37 106
internal_value=0 0.00298613 0.00351935 0.005356 0.00271468 0.00479434 0.0053979 0.00533277 0.00539816 0.00544468 0.00360751 0.00549685 0.00542549 0.00548775 0.00696731 0.00294839 0.00345674 0.00268877 0.00399408 0.00354042 0.0026891 0.00114586 0.000590346 0.00162505 0.00238735 0.00081049 0.00553123 0.00571686 0.00476601 0.00402192
internal_weight=0 730 566 2391 347 219 2362 2273 2190 2151 83 2096 1999 1970 97 326 55 296 147 127 91 164 129 99 77 46 1949 1423 203 143
internal_count=3121 730 566 2391 347 219 2362 2273 2190 2151 83 2096 1999 1970 97 326 55 296 147 127 91 164 129 99 77 46 1949 1423 203 143
is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 47 2 2 14 3 11 132 2 3 43 1 457 13 47 39 15 4 2 1 1447 4 484
split_gain=7.71097 1.21509 0.742998 0.718299 0.446301 0.400526 0.295267 0.292118 0.216167 0.210494 0.196328 0.189622 0.133391 0.11815 0.111419 0.100352 0.0983624 0.0910362 0.086918 0.0751651 0.0731108 0.0708754 0.0696036 0.069294 0.0630452 0.0611152 0.0607532 0.0593004 0.0506691 0.0505194
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.09253500000000002 0.089885000000000007 0.13082500000000002 0.13754500000000003 0.11474000000000002 0.062655000000000016 0.31370500000000007 1.0000000180025095e-35 0.10365500000000001 0.094835000000000017 -0.11171999999999999 -0.016814999999999997 0.087135000000000004 0.097135000000000013 -0.47860499999999995 0.090100000000000013 0.089200000000000015 -0.053579999999999996 -0.036839999999999991 0.12358500000000001 0.11588000000000001 -0.082869999999999985 0.00063500000000000004 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 6 21 7 15 11 12 13 26 18 22 16 20 -1 17 -9 -5 27 -14 -3 25 -17 -2 -4 -6 -18 29 -20
right_child=1 2 8 5 10 -7 -8 9 -10 -11 -12 -13 14 -15 -16 23 19 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058834019761819104 0.00057880715032418569 0.00027294991781347868 0.00034410058094915696 0.00057359030584016929 0.00054040956186419498 0.00030556930904030848 0.00031257947225628606 0.00052745708238844779 0.00034394406062586289 0.0003778571338468307 0.00028960177525756215 0.00067596790764261696 0.00013432345393502495 0.00060016770153440563 0.00021879831388688239 0.00049912969660914804 0.00062475947772755338 0.00036599715369387681 0.00055480290121816527 0.00041192874112831696 -7.3722280634968883e-06 0.00037135734392714089 0.00017667876493202098 0.00035227347929708933 0.00045654812304217831 0.00021599398944607083 0.00042911435627398999 0.00052750779870927231 0.00048687519539747538 0.00045756496000975207
leaf_weight=26 50 191 22 931 44 26 69 25 34 37 24 60 28 81 26 30 25 29 310 21 28 33 95 21 24 41 33 674 61 22
leaf_count=26 50 191 22 931 44 26 69 25 34 37 24 60 28 81 26 30 25 29 310 21 28 33 95 21 24 41 33 674 61 22
internal_value=0 0.000302114 0.00027283 0.000539098 0.000336238 0.000547556 0.000405729 0.000550321 0.00019762 0.000522651 0.000444448 0.000568154 0.000176891 0.000528917 0.000112724 0.000489201 0.00052146 0.000440747 0.000563268 0.000527514 6.34756e-05 0.000287447 0.000210193 0.000438659 0.000539156 0.00026073 0.000492712 0.000530986 0.000538816 0.000548359
internal_weight=0 673 599 2448 325 2302 146 2276 274 892 101 1384 240 855 82 77 774 54 1324 720 56 224 158 51 74 63 77 699 393 332
internal_count=3121 673 599 2448 325 2302 146 2276 274 892 101 1384 240 855 82 77 774 54 1324 720 56 224 158 51 74 63 77 699 393 332
is_linear=0
shrinkage=0.00196078


Tree=9403
num_leaves=31
num_cat=0
split_feature=1 3 123 130 4 15 4 151 45 124 132 1 2 160 14 0 1 160 4 16 50 48 48 1446 4 4 12 51 50 133
split_gain=0.29572 0.0690617 0.0481713 0.0433174 0.0367127 0.0320555 0.0295179 0.0292012 0.0256247 0.0258802 0.0252619 0.0332774 0.0237483 0.0205757 0.0188338 0.030362 0.0661856 0.0274433 0.0209195 0.0222631 0.0198082 0.0191746 0.0220505 0.0206696 0.0218726 0.0416355 0.0285714 0.021499 0.0197417 0.0397383
threshold=0.10337500000000001 0.31299000000000005 0.083805000000000004 -0.076894999999999977 -0.0073899999999999999 -0.026084999999999994 0.40124500000000002 0.050660000000000004 0.081955000000000014 -0.076779999999999987 0.10365500000000001 0.14754500000000001 0.14122000000000004 -0.0071899999999999993 0.062655000000000016 -0.13027499999999997 0.083135000000000014 0.085130000000000011 0.022185000000000003 -0.10850999999999998 -0.14320999999999998 0.093265000000000015 0.096085000000000018 0.11018500000000002 -0.0082299999999999995 -0.008819999999999998 0.083815000000000014 -0.085384999999999989 0.11875500000000001 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 7 8 13 9 -1 11 -3 14 -6 15 16 -11 -18 21 -20 -21 23 -23 24 25 28 -26 -28 -17 -30
right_child=1 10 -4 4 5 -7 -8 -9 -10 12 -12 -13 -14 -15 -16 18 17 -19 19 20 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0035345636143630874 0.00089600766077637675 0.00087162089378883454 0.0017771284235294429 0.005484399377961355 0.0048664507896269433 0.00061248587238985834 0.0015619136501548135 0.0071284624114632605 0.008363936174786292 0.0070069187081285888 0.0032017503624203907 -0.0037846357270609589 0.0028881406232912701 0.0027852229203477585 0.0067767539820359907 0.0054761691526732416 -0.00046939184467191812 0.0037405696325004106 0.0053972037762458278 0.0052170924362144435 0.0024416278988711486 0.0012388616456883029 0.0048411670824990869 0.0078841895160793856 0.0095546917179599403 0.00080769284599227834 0.0082411161572155025 0.0055813316291105607 0.00014901243349803347 0.0059490855334809536
leaf_weight=89 45 66 151 139 73 34 22 25 26 35 29 20 41 136 85 1318 32 30 119 40 72 20 113 37 25 20 36 195 21 27
leaf_count=89 45 66 151 139 73 34 22 25 26 35 29 20 41 136 85 1318 32 30 119 40 72 20 113 37 25 20 36 195 21 27
internal_value=0 0.00289521 0.00332351 0.00384011 0.00416562 0.00348163 0.00520806 0.00389852 0.00524175 0.00520728 0.000649435 -0.000211229 0.00527298 0.00351216 0.00531693 0.00525894 0.0035303 0.00156769 0.00534102 0.0044448 0.00343287 0.00545527 0.00429947 0.00554683 0.00549416 0.0053373 0.00634339 0.00599584 0.00540362 0.00341155
internal_weight=0 718 603 452 407 268 2403 234 2381 2355 115 86 2266 209 2225 2140 97 62 2043 231 112 1812 133 1679 1642 1386 256 231 1366 48
internal_count=3121 718 603 452 407 268 2403 234 2381 2355 115 86 2266 209 2225 2140 97 62 2043 231 112 1812 133 1679 1642 1386 256 231 1366 48
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 4 1 2 2 2 52 50 1 475 49 15 1 50 4 1 1 52 457 131 15 0 16
split_gain=8.72025 1.40494 0.909306 0.76873 0.559597 0.459224 0.289708 0.289206 0.258855 0.249292 0.227354 0.204263 0.163028 0.144929 0.136668 0.119512 0.0921059 0.0904298 0.0735868 0.0681255 0.0679235 0.0664689 0.0780581 0.0642239 0.0608521 0.0979588 0.0573645 0.0573006 0.131334 0.115502
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.062655000000000016 0.40473500000000007 0.27834500000000006 0.092845000000000025 -1.0000000180025095e-35 0.091265000000000013 0.10045500000000002 0.12603000000000003 0.041865000000000006 0.090405000000000013 -0.08230999999999998 -0.054984999999999992 -0.081924999999999984 0.14699000000000004 0.089465000000000017 -0.029144999999999997 0.12958500000000003 0.12337000000000002 -0.56176499999999996 0.080930000000000016 0.09031500000000002 -0.15914499999999995 -0.11173999999999999 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 10 6 8 17 11 -5 23 15 -12 21 18 27 -13 -6 19 -4 -17 -14 -23 -3 -18 -26 -2 -1 29 -29
right_child=1 2 14 9 7 -7 -8 -9 -10 -11 12 16 13 -15 -16 20 24 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00066819035161744462 0.0006040777423914921 0.00026627093712275297 0.00018715165556781513 0.0005184623013508654 0.00038023748033333058 0.00036695353218698572 0.00068933886304553375 0.0003061953683771911 0.00036508951952263317 0.00031247935150803508 0.00046118883525623995 0.0006229281339837216 0.00038264547444246956 0.00043172062262716876 0.00025533699582702197 0.00052060580769267039 0.00064072700666751193 0.00052997859136121256 9.789868132203659e-06 6.9084938277459286e-05 0.00058466300212144042 0.00028247658185526919 0.00016203892091593518 0.00016471372197448717 0.00054357346245279816 0.00043399385244386916 0.00048818639753495942 0.00061317223544214282 0.00059840340880902457 0.00043186449077950803
leaf_weight=41 52 39 42 37 20 41 84 47 23 58 26 58 21 27 30 141 23 69 24 34 116 150 24 62 633 33 24 22 1085 35
leaf_count=41 52 39 42 37 20 41 84 47 23 58 26 58 21 27 30 141 23 69 24 34 116 150 24 62 633 33 24 22 1085 35
internal_value=0 0.000315973 0.000284893 0.000565604 0.000323927 0.000572639 0.000576315 0.000430621 0.000572019 0.000392704 0.00028235 0.000574195 0.000314288 0.000297083 0.000139264 0.000587844 0.000547885 0.000496329 0.000104442 0.000134332 0.000549519 0.000278441 0.000265864 0.000203929 0.000541568 0.000538144 0.00056748 0.00059617 0.000593584 0.000501843
internal_weight=0 691 615 2430 485 2335 2294 136 2210 95 349 2187 248 222 130 1440 747 89 100 76 257 195 174 101 689 666 76 1183 1142 57
internal_count=3121 691 615 2430 485 2335 2294 136 2210 95 349 2187 248 222 130 1440 747 89 100 76 257 195 174 101 689 666 76 1183 1142 57
is_linear=0
shrinkage=0.00196078


Tree=9405
num_leaves=31
num_cat=0
split_feature=1 1 457 4 3 12 123 34 2 4 15 0 3 16 456 2 11 16 3 42 15 13 3 0 156 157 3 0 51 159
split_gain=0.284929 0.0672504 0.0445386 0.0472585 0.0391809 0.0294404 0.028746 0.0280788 0.0421646 0.0273132 0.0296191 0.0262416 0.024804 0.0255903 0.0240467 0.0270389 0.0238703 0.0315321 0.0726118 0.0311347 0.0235049 0.0217532 0.0236874 0.0250025 0.0217185 0.0238391 0.0281953 0.0345628 0.022064 0.0206328
threshold=0.11690500000000002 0.095950000000000021 0.079590000000000008 0.26790000000000008 0.30112000000000005 -0.42850999999999995 0.084475000000000008 -0.038779999999999995 0.121465 -0.04890499999999999 -0.41942499999999994 0.18019500000000002 -0.11171999999999999 0.55700000000000005 0.060100000000000008 -0.0091949999999999983 1.0000000180025095e-35 0.013515000000000001 -0.11171999999999999 0.086555000000000007 -0.41942499999999994 -0.41572999999999993 -0.0049599999999999991 -0.14454499999999995 -0.031569999999999994 -0.085154999999999995 -0.094874999999999987 -0.080499999999999988 -0.017619999999999997 0.097885000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 12 7 -6 -5 -2 20 -10 -11 16 13 -3 15 -14 17 -1 -19 -18 -9 -17 23 -23 -20 -26 -27 28 -28 -7
right_child=4 2 -4 6 5 29 -8 8 9 10 -12 -13 14 -15 -16 21 19 18 24 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0053347691145901035 7.5607702082551611e-05 0.0095522621925920245 0.0018367788762525591 0.0032541015835742884 0.0027549841732252391 -0.0021266737841704689 -0.0010379532417573501 0.0020242202173644079 0.0053274232949479493 0.0032825395367884393 0.00010136883597200116 0.0020256973820953414 0.00084655450899963802 0.0053648889539073472 0.0073081553913652902 0.0013179159013088793 0.0079628567398792854 -0.0015288926055654884 0.0066904268996871036 0.0043582187726388909 0.0053906300893868317 0.0012164235929958524 0.0067909223209911343 0.0047449378718265219 0.0074746956001035874 0.0064471668258516334 -0.00091060742481865672 0.0043538791707058155 0.0031090935155387144 0.0015692816837184619
leaf_weight=1695 37 20 86 71 34 44 20 28 20 48 75 26 23 54 26 20 68 20 46 37 80 24 45 123 23 45 22 202 36 23
leaf_count=1695 37 20 86 71 34 44 20 28 20 48 75 26 23 54 26 20 68 20 46 37 80 24 45 123 23 45 22 202 36 23
internal_value=0 0.00494571 0.00391259 0.00433166 0.00205303 0.00035831 0.00231079 0.00264736 0.00302646 0.00190009 0.0013428 0.00518398 0.00488061 0.00649661 0.00442243 0.00410316 0.0052214 0.00514746 0.00434162 0.00669265 0.00451786 0.00445647 0.0047834 0.00416885 0.00465556 0.00437018 0.00413607 0.00373607 0.00158438 -0.000857913
internal_weight=0 2732 512 426 389 101 91 288 251 143 123 2220 335 74 261 235 2194 2089 394 105 108 212 192 147 374 328 305 260 58 67
internal_count=3121 2732 512 426 389 101 91 288 251 143 123 2220 335 74 261 235 2194 2089 394 105 108 212 192 147 374 328 305 260 58 67
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 4 1 2 1 14 2 457 1 2 43 2 3 3 13 16 4 34 13 3 51 484 12 10
split_gain=6.5622 0.821635 0.750843 0.587164 0.431374 0.389145 0.272992 0.20835 0.201151 0.18253 0.14405 0.124508 0.106912 0.104849 0.192594 0.0904742 0.084189 0.0787997 0.0766992 0.0777516 0.072 0.0759155 0.0631539 0.0607147 0.0740777 0.0580313 0.0616816 0.145768 0.0580187 0.0533083
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13604000000000002 0.36766000000000004 0.088725000000000012 0.089885000000000007 0.40473500000000007 0.09253500000000002 0.14285500000000004 0.091450000000000017 0.062655000000000016 0.17025000000000004 0.069910000000000014 0.088975000000000012 0.14530500000000005 -0.04890499999999999 -1.0000000180025095e-35 -0.14186499999999996 -0.10831999999999999 -0.020934999999999999 -0.50690499999999983 -0.036839999999999991 -0.038779999999999995 -0.016469999999999995 0.090900000000000009 -0.086719999999999978 0.085595000000000018 0.095780000000000018 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 4 5 6 15 10 -7 -4 13 11 25 23 18 -15 16 -3 -12 -8 -20 -18 -22 -2 -5 -25 26 27 -1 -21 -14
right_child=1 3 8 12 -6 7 9 -9 -10 -11 17 -13 29 14 -16 -17 20 -19 19 28 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00052443976792194307 0.00056289167743506187 0.00021788986992284546 0.00046423066392940531 9.1813365606213717e-05 0.0003133562392522713 0.00045105035885051933 0.00054030601038970347 0.0002620602137255867 0.00028315176188885061 0.00035027161946678471 0.00036771889766030769 0.0006209563853911839 0.00012569332949422359 0.00049678994249349588 0.00026708915508102119 0.00013611264055704369 0.00024391312608388105 0.00049120465002237801 0.00039094319411863885 0.00050399564963978275 0.00026145806750500604 0.00039004256538173785 0.0004253074831669898 0.00016294910998798648 0.00027590135698912468 0.00045323224182714492 0.00053558483518313107 0.00033432503614355539 0.00046798664775344158 -5.8931022581151303e-06
leaf_weight=69 29 103 34 24 45 70 113 33 77 39 22 59 29 36 23 25 63 205 32 434 31 41 23 65 34 38 1000 20 285 20
leaf_count=69 29 103 34 24 45 70 113 33 77 39 22 59 29 36 23 25 63 205 32 434 31 41 23 65 34 38 1000 20 285 20
internal_value=0 0.000266677 0.000496308 0.000243929 0.00050354 0.000288335 0.000507144 0.0003905 0.000338617 0.000481666 0.00052449 0.000533151 0.000149437 0.000487218 0.000407246 0.000248323 0.00026011 0.000479237 0.000492679 0.000485513 0.000292322 0.00033468 0.000502037 0.000180292 0.000201741 0.000528554 0.000531182 0.000481717 0.000489722 7.19846e-05
internal_weight=0 590 2531 538 2420 366 2375 103 111 962 1413 1186 172 923 59 263 238 227 864 751 135 72 52 123 99 1127 1089 89 719 49
internal_count=3121 590 2531 538 2420 366 2375 103 111 962 1413 1186 172 923 59 263 238 227 864 751 135 72 52 123 99 1127 1089 89 719 49
is_linear=0
shrinkage=0.00196078


Tree=9407
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 1 2 2 2 14 0 15 50 475 4 1 0 49 51 0 1 15 52 1 1 0 16 133
split_gain=8.94136 1.55436 0.893004 0.761808 0.65261 0.458846 0.352073 0.301755 0.278042 0.268808 0.226027 0.185679 0.149205 0.275368 0.139496 0.112596 0.110858 0.110568 0.100389 0.086885 0.0820419 0.0813512 0.0696057 0.0675696 0.0667345 0.0766397 0.119203 0.097892 0.0775477 0.0648182
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.09253500000000002 0.14285500000000004 -1.0000000180025095e-35 0.10467500000000002 0.062655000000000016 -0.10607499999999999 -0.10653 0.041865000000000006 -0.08230999999999998 -0.15464999999999998 0.091195000000000012 -0.23091999999999999 -0.054984999999999992 -0.085989999999999997 -0.14832499999999996 0.15964000000000003 -0.089964999999999976 -0.56176499999999996 0.089770000000000016 1.0000000180025095e-35 -0.038659999999999993 0.11346000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 11 19 -5 15 -3 -11 12 13 -1 22 -7 -12 -14 -17 -6 -18 -15 23 -4 -20 26 27 -26 -29 -22
right_child=1 2 14 7 6 8 -8 -9 -10 10 16 -13 17 21 -16 18 20 -19 24 -21 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00066294258647311521 0.00058011398242231 0.00019175007533568796 0.00017461132764697587 0.00054424666652440887 0.00039564414662035074 0.0006278155261979383 0.00029662497374097245 0.00031372341209120281 0.00037656456359431273 0.00048104779430940348 0.00043037656438993474 0.00070074391253834511 0.00060420047472566519 0.00050530584164754175 0.00025582890606826186 0.00040244358692172113 0.00015813603942446848 0.00055483980393315551 0.00064719941178042974 0.00054242102708217609 0.00018790956050936694 0.00036817509227604221 1.1324652111510824e-05 5.1374457738619313e-05 0.00054700315505458159 0.00045867406273561586 0.00066374543627781778 0.0003630850997333433 0.00051536478857004556 0.00030369044701325076
leaf_weight=34 76 101 50 34 20 60 45 61 39 27 20 62 1140 39 30 20 20 206 23 69 21 29 24 26 554 42 31 20 36 162
leaf_count=34 76 101 50 34 20 60 45 61 39 27 20 62 1140 39 30 20 20 206 23 69 21 29 24 26 554 42 31 20 36 162
internal_value=0 0.00031557 0.000282878 0.000568346 0.000321561 0.000575349 0.000437971 0.000396226 0.000538163 0.00027712 0.00031161 0.000595666 0.000591167 0.000518863 0.000138561 0.000546181 0.000291095 0.000596646 0.000539435 0.000509437 0.000277373 0.000446824 0.000103381 0.000132451 0.000543315 0.000539817 0.000545134 0.000539106 0.000460979 0.000290404
internal_weight=0 691 615 2430 485 2335 134 95 825 351 250 1510 1448 102 130 786 223 1346 726 89 203 68 100 76 706 683 641 610 56 183
internal_count=3121 691 615 2430 485 2335 134 95 825 351 250 1510 1448 102 130 786 223 1346 726 89 203 68 100 76 706 683 641 610 56 183
is_linear=0
shrinkage=0.00196078


Tree=9408
num_leaves=31
num_cat=0
split_feature=1 52 1 1 4 15 0 2 3 2 0 150 2 1 474 484 52 157 43 13 2 15 47 0 401 1204 160 160 160 39
split_gain=0.3085 0.0536971 0.047533 0.0447777 0.037809 0.0349048 0.0465124 0.0402149 0.0289214 0.0363155 0.0392011 0.033627 0.0288364 0.0345708 0.0309002 0.0444359 0.0306788 0.0272203 0.0256737 0.0448721 0.0300836 0.02145 0.0211931 0.0210428 0.0239226 0.0203969 0.0193887 0.0455645 0.0328302 0.0308723
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.091345000000000023 -0.17966999999999997 0.091650000000000023 -0.071924999999999989 1.0000000180025095e-35 -0.028564999999999997 0.11411 -0.033209999999999996 0.116995 0.087625000000000022 0.08864000000000001 0.083855000000000013 0.085595000000000018 0.40674500000000008 -0.081329999999999986 -0.04890499999999999 -0.010739999999999998 0.11362000000000001 -0.21699999999999997 0.107145 -0.099059999999999995 0.11061500000000002 -0.082759999999999986 0.0046300000000000013 0.10455000000000002 0.12231000000000002 0.10166000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 12 -5 6 7 -6 9 10 22 18 14 25 16 -16 17 -1 19 -10 -20 -9 -3 -19 -25 -14 29 -28 -29 -27
right_child=1 2 -4 4 5 -7 -8 21 11 -11 -12 -13 13 -15 15 -17 -18 23 20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0094806041922420262 0.0058127677135926207 0.0086690349753813026 -0.00021602138376986278 0.0063062551710242921 0.0054051848588025442 0.0054254405212570697 0.00080598611470863784 0.0057364683071639208 0.0022957332502977434 0.0022698643501289787 0.0018849284048580257 -0.0015330551020072206 0.0082598599774593665 0.0015563683047030983 0.0057150791111127593 0.0014677005677690936 0.0023609085607209377 0.0076096814002513009 0.0056149521953193469 -0.0029120030724221753 0.002448270013483125 0.0022354453807097992 0.0048436814329276484 0.0058230730720625016 0.0089754746705293653 0.0050558817918350124 0.0072276166887715711 0.00099087529392405003 0.0053470143924731718 0.0010799384862184523
leaf_weight=25 50 28 62 91 115 130 54 21 78 78 24 23 22 26 78 36 21 85 40 21 120 105 30 649 25 830 131 22 81 20
leaf_count=25 50 28 62 91 115 130 54 21 78 78 24 23 22 26 78 36 21 85 40 21 120 105 30 649 25 830 131 22 81 20
internal_value=0 0.00268704 0.00237695 0.00528904 0.00445636 0.00406027 0.00345867 0.00405305 0.00274067 0.00381457 0.00528392 0.00213137 0.00549853 0.00516068 0.00591468 0.0043738 0.00613289 0.00623393 0.00245678 0.00119106 0.00323994 0.00281895 0.0066904 0.00612699 0.00594 0.00524541 0.00518423 0.00599028 0.00441658 0.00496233
internal_weight=0 554 504 2567 516 425 295 241 442 160 82 282 2051 1132 919 114 805 784 259 99 160 126 58 759 674 1106 1084 234 103 850
internal_count=3121 554 504 2567 516 425 295 241 442 160 82 282 2051 1132 919 114 805 784 259 99 160 126 58 759 674 1106 1084 234 103 850
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 14 47 2 2 2 1 52 4 47 457 12 11 2 43 1 4 15 10 3 159 0 51
split_gain=7.67294 1.23998 0.80486 0.708911 0.50765 0.397049 0.281558 0.242813 0.239109 0.226298 0.215484 0.18435 0.15276 0.132822 0.112278 0.112125 0.0949046 0.0871245 0.113908 0.0676029 0.066126 0.0623746 0.0615681 0.0607487 0.0604532 0.0625137 0.0580348 0.0571475 0.0560122 0.0551328
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.077845000000000011 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.089885000000000007 0.14285500000000004 0.091195000000000012 -0.56176499999999996 0.40945500000000007 0.078345000000000012 0.069910000000000014 0.086915000000000006 1.0000000180025095e-35 0.11510000000000002 -0.080324999999999994 0.11588000000000001 0.038415000000000012 -0.41942499999999994 -0.38124499999999995 -0.017889999999999996 0.082585000000000006 -0.010949999999999998 -0.086719999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 -5 11 12 22 13 15 29 -13 -4 -3 23 -19 -10 -18 -9 -6 27 -14 -26 -17 -16 -7 -1
right_child=1 2 9 7 10 28 -8 21 19 -11 -12 14 24 -15 17 26 20 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00051394022774592656 0.00053335199967434108 0.00025470832797269141 0.00028463355163634637 0.00051440603154547068 0.00053955011249066671 0.00041091320301422609 0.00032789048289551454 0.00033557509247656342 0.0005534898783354198 0.00032445028726313564 0.00027874559620577914 0.00060618336294211586 0.00016339334701723405 0.00050355324285924965 0.00051450093450551581 0.00023305974885742592 0.00043981186169035294 0.00032901569026875388 0.00052005200604208156 0.00067485009021813576 0.00028036496163729357 0.00020563436252083264 0.0004275109789340325 0.00048191285367246673 0.00013898593060416626 1.2062298743252676e-05 0.00013130844250917368 0.0005794873774716626 0.00026592304747478636 0.00056074701116165938
leaf_weight=107 71 184 43 28 44 21 25 49 25 37 24 45 37 220 505 32 20 24 24 60 20 20 33 207 25 37 66 58 20 1010
leaf_count=107 71 184 43 28 44 21 25 49 25 37 24 45 37 220 505 32 20 24 24 60 20 20 33 207 25 37 66 58 20 1010
internal_value=0 0.000288277 0.000259373 0.000524675 0.000325563 0.000531453 0.000534848 0.000360404 0.000537112 0.000181714 0.00044097 0.000533169 0.000159708 0.00054759 0.000510829 0.00020116 0.000273526 0.000505583 0.000424534 0.000639156 0.000360088 0.000297911 0.000491533 0.000510635 0.000100672 6.32412e-05 0.000164533 0.000521196 0.000340186 0.000556263
internal_weight=0 673 602 2448 325 2351 2310 97 2285 277 101 2200 240 1337 863 141 224 818 48 85 40 69 77 770 99 62 98 563 41 1117
internal_count=3121 673 602 2448 325 2351 2310 97 2285 277 101 2200 240 1337 863 141 224 818 48 85 40 69 77 770 99 62 98 563 41 1117
is_linear=0
shrinkage=0.00196078


Tree=9410
num_leaves=31
num_cat=0
split_feature=1 1 15 3 457 2 4 14 4 12 49 12 14 0 52 48 147 2 51 15 11 4 0 0 151 159 52 3 40 42
split_gain=0.291286 0.0677112 0.0414034 0.0381738 0.0308333 0.0294003 0.0477996 0.0288232 0.0267229 0.0261634 0.0371124 0.0258071 0.0242444 0.0304698 0.0275045 0.0300951 0.0225816 0.0213428 0.025218 0.020281 0.0273379 0.0246847 0.073189 0.0184966 0.018385 0.0178997 0.0176503 0.0171287 0.0181224 0.0156368
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 0.30112000000000005 0.094310000000000019 0.10644500000000001 -0.07168999999999999 0.062655000000000016 0.41379000000000005 -1.0000000180025095e-35 -0.080604999999999982 -0.42850999999999995 -1.0000000180025095e-35 -0.15090499999999998 -0.012164999999999999 0.086035000000000014 0.089365000000000014 0.14530500000000005 0.012085000000000002 -0.23060499999999998 0.079300000000000009 -0.39518999999999993 -0.06563999999999999 -0.076899999999999982 1.0000000180025095e-35 0.097885000000000014 0.039215000000000007 -0.13309499999999996 -0.077714999999999992 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 8 9 7 -7 16 17 -4 -11 -5 -3 -14 15 -15 19 18 -2 -1 21 -21 24 26 29 -13 -8 -10 -29 -23
right_child=3 2 4 11 -6 6 23 -9 27 10 -12 25 13 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0081594467163085948 0.0051362667028348203 0.005106285182825689 0.0027471055175183434 0.0026964831864461306 0.0013385963597102092 0.00030435544688737506 0.00080280811913932364 0.0072448524800746376 0.0038573689308638373 0.0093000161998054911 0.005068814616561646 -0.0018678797613657398 -0.00011600735439994449 -0.00085556502812183816 0.004844613740516996 0.0032854741234418557 0.0027068931638495998 0.0010644942320560894 0.0019192234151780537 0.0071057941327676358 0.0025376725900808678 0.005701413361603876 0.0015879335676265115 0.0051728418819183145 0.0038712884730759674 0.0015745868810209567 0.004902790601010479 0.002809036235668741 0.00018153697630623358 0.0050017946426754584
leaf_weight=26 86 42 41 34 24 27 21 83 30 23 210 44 37 26 55 54 32 26 34 81 34 1139 51 189 72 23 21 42 70 444
leaf_count=26 86 42 41 34 24 27 21 83 30 23 210 44 37 26 55 54 32 26 34 81 34 1139 51 189 72 23 21 42 70 444
internal_value=0 0.00505014 0.00401349 0.00212536 0.00477553 0.00528922 0.00428567 0.00542118 0.00271201 0.00507658 0.00548649 0.000452567 0.00295232 0.00242635 0.00312315 0.00193964 0.00534063 0.00366198 0.00422477 0.00538626 0.00534666 0.00540011 0.00531912 0.00475102 0.0054341 -0.000686137 0.0028528 0.00173527 0.00116685 0.00550518
internal_weight=0 2732 512 389 298 2220 258 1962 288 274 233 101 214 172 135 80 1879 146 120 1847 1821 1787 1706 231 1655 67 42 142 112 1583
internal_count=3121 2732 512 389 298 2220 258 1962 288 274 233 101 214 172 135 80 1879 146 120 1847 1821 1787 1706 231 1655 67 42 142 112 1583
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=31
num_cat=0
split_feature=1 1 15 3 13 148 49 2 0 4 2 34 14 0 157 41 47 4 1 16 15 0 16 48 14 4 3 51 2 47
split_gain=0.235942 0.0548461 0.0335367 0.0310581 0.0266702 0.0256408 0.0300574 0.0238143 0.0395891 0.0236004 0.0255587 0.0303386 0.0233468 0.0205197 0.0250639 0.0204328 0.0204306 0.0345768 0.0217262 0.0210193 0.0203218 0.0197359 0.0202113 0.0177441 0.0590221 0.0174352 0.0168117 0.0184301 0.0165701 0.0204463
threshold=0.11690500000000002 0.095950000000000021 -0.083359999999999976 0.31370500000000007 -0.47860499999999995 -0.0084749999999999982 -0.083629999999999996 0.10644500000000001 0.034820000000000011 -0.04890499999999999 0.13622000000000004 -0.021334999999999996 0.062655000000000016 0.024095000000000002 -1.0000000180025095e-35 0.081560000000000007 0.080455000000000013 0.2623950000000001 0.103565 -0.29154999999999992 -0.090644999999999989 -0.076899999999999982 -0.27167499999999994 0.085485000000000019 -0.46596499999999991 0.53859500000000016 -0.24190499999999995 0.11381000000000001 0.116525 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 16 9 25 -4 -7 12 21 -2 11 -11 15 14 -13 -1 19 18 -18 -3 -12 22 -9 24 -21 -5 -8 -28 29 -16
right_child=3 2 5 4 -6 6 26 8 -10 10 20 13 -14 -15 28 -17 17 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0048551993096554377 0.0050152803801240464 0.0047183675601528115 0.0022321334702137393 0.00031034537888545958 -0.0019250771847402898 0.0076821670122444634 0.0064629223473715572 0.0044517946115735429 0.00044214583933353422 0.00025885112853230616 0.001553985067876056 0.00079898250145821041 0.0065203671488091794 0.00062435762110081593 0.0069061051946269674 0.0025706213136436418 0.003584825831013873 0.00072505971499291872 0.0075390999690474322 0.0032886001323773105 -0.0020242056088006525 0.0047614023721705414 0.00016087472904473545 0.0023213241939378927 -0.0042173502501100307 0.0039928295579738917 0.0035675955646345681 0.0065357417915947735 0.0028748199042941754 0.0032310264291785041
leaf_weight=1839 31 22 50 36 34 30 31 23 30 38 65 21 83 22 41 40 33 24 24 22 21 184 21 69 20 20 163 24 36 24
leaf_count=1839 31 22 50 36 34 30 31 23 30 38 65 21 83 22 41 40 33 24 24 22 21 184 21 69 20 20 163 24 36 24
internal_value=0 0.00454512 0.00361214 0.00191283 0.000284182 0.00429798 0.00471448 0.0047603 0.0038571 0.00240306 0.0021009 0.00277219 0.00487907 0.00343544 0.00394235 0.00480657 0.00265709 0.00390912 0.00524978 0.00189457 0.000680241 0.00430644 0.00240386 0.0013349 -0.000285662 0.00162552 0.00430608 0.00394853 0.00459593 0.00554915
internal_weight=0 2732 512 389 90 298 248 2220 258 299 268 182 1962 144 122 1879 214 81 57 133 86 228 44 111 42 56 218 187 101 65
internal_count=3121 2732 512 389 90 298 248 2220 258 299 268 182 1962 144 122 1879 214 81 57 133 86 228 44 111 42 56 218 187 101 65
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=31
num_cat=0
split_feature=1 12 483 1375 132 106 4 44 9 3 150 4 9 0 0 15 2 47 12 4 4 15 15 15 34 160 15 41 49 1
split_gain=0.191543 0.0520991 0.0467289 0.0408819 0.0399933 0.0281797 0.0345572 0.0313838 0.0275871 0.0273131 0.0316647 0.0262997 0.0256422 0.0232375 0.0211792 0.0327682 0.022634 0.0245802 0.0247615 0.0193579 0.0184647 0.0183503 0.0177654 0.0173008 0.0167064 0.0179001 0.0164996 0.0214636 0.0235968 0.027962
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -0.27302499999999996 0.092395000000000019 0.086340000000000014 -0.17966999999999997 1.0000000180025095e-35 0.099965000000000012 0.11296500000000002 -0.093064999999999995 -0.0083799999999999986 0.081890000000000004 -0.036484999999999997 -0.0058249999999999994 -0.41396999999999995 0.13622000000000004 0.13148500000000005 -0.10022999999999999 0.26450500000000005 0.40124500000000002 -0.10203999999999998 -0.090344999999999995 -0.079929999999999987 -1.0000000180025095e-35 -0.066074999999999981 0.13592500000000005 0.085095000000000018 -0.097394999999999995 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 14 10 -8 -11 20 19 16 -16 24 18 -18 21 26 -12 -23 -20 -2 -26 27 28 29 -3
right_child=8 12 3 4 -6 -7 7 -9 -10 11 13 -13 -14 -15 15 -17 17 -19 23 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0075464933004695924 0.00094438236103289652 0.0047115961984465172 -0.0010882334844411715 0.0054309848651110416 -0.00076753857235113785 -6.6962670129926311e-06 -0.00037820464044454553 0.0066885657152549061 -0.0011148673997288853 -0.0016969150133346292 0.0066837410352403124 0.0025068624018509266 0.00725599361326674 0.0013844332614471803 0.0024337424031857934 -0.0025472459581214937 0.0036031985264271499 0.0044445498380810021 0.00083433484599571407 0.0021719125952348924 0.001613687534028521 0.0025863672683564282 0.0047847122698151901 -0.0023214273600150712 0.001631303974427283 0.0044907741240702891 0.0023784297494619916 0.0015851409569482451 0.0043165160130790772 0.0093988300953060395
leaf_weight=24 27 35 23 83 24 23 21 24 33 22 31 46 29 39 28 25 25 22 71 46 26 56 107 23 30 81 44 28 2005 20
leaf_count=24 27 35 23 83 24 23 21 24 33 22 31 46 29 39 28 25 25 22 71 46 26 56 107 23 30 81 44 28 2005 20
internal_value=0 0.00408043 0.00322803 0.00303786 0.00321966 0.00341181 0.00357734 0.00318486 0.00164265 0.00295636 0.00336652 0.00114682 0.0043022 0.00364838 0.00191674 8.42196e-05 0.00226486 0.00137379 0.000806092 0.00401627 0.00426251 0.00445359 0.00402945 6.21803e-05 0.00317529 0.00371794 0.00429481 0.00433519 0.00437257 0.00641604
internal_weight=0 2756 569 545 522 498 475 392 365 368 300 68 2187 279 332 53 279 141 119 240 2158 194 163 94 138 111 2132 2088 2060 55
internal_count=3121 2756 569 545 522 498 475 392 365 368 300 68 2187 279 332 53 279 141 119 240 2158 194 163 94 138 111 2132 2088 2060 55
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 45 14 1 2 1 4 1 1 50 49 2 475 4 12 2 160 12 47 447 43 43 16 160
split_gain=9.24964 1.52855 0.884069 0.816529 0.587054 0.431185 0.342964 0.258758 0.256235 0.250582 0.249142 0.155816 0.142278 0.201986 0.142056 0.141907 0.114815 0.110137 0.0962696 0.094945 0.0926261 0.0898517 0.0688074 0.0690781 0.0685041 0.0640832 0.0616952 0.102961 0.0579657 0.0569216
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.27044500000000005 0.08572500000000001 0.062655000000000016 0.09253500000000002 0.14960000000000004 0.12337000000000002 -0.015039999999999998 0.093100000000000002 0.091450000000000017 0.086295000000000011 -0.054984999999999992 -0.0091949999999999983 -0.082139999999999991 0.41555500000000006 0.090285000000000018 0.31358000000000003 0.030480000000000004 0.11903500000000002 0.090100000000000013 0.083310000000000009 0.064745000000000011 0.12266000000000001 -0.079734999999999986 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 8 16 11 14 -5 12 24 18 20 25 21 -6 -16 -7 -13 -14 -4 23 26 -3 -1 28 -28 -20 -21
right_child=1 2 15 9 6 10 -8 -9 -10 -11 -12 19 13 -15 17 -17 -18 -19 22 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00061108726854822192 0.00058203982525688704 0.00028878984759786935 0.00014764667986002868 0.00053349084273461936 0.0003801407864061641 0.00065503220216820096 0.00030339998669589083 0.00050020369755871159 0.00073228951638899353 0.00032342161006724976 0.00036219137890733562 0.00029317144808980322 0.00057736935704628706 0.00037854763424138263 0.00041521486881024696 0.00027022014590847313 0.00054972752202711713 0.00056811201902033355 0.00064552573786986448 0.00026469664625566099 0.00051705638286910014 2.0182082578661588e-05 0.00063514865247685573 0.00045848318354342306 0.00039147932115158896 0.00050421531914788132 0.00040711930302707739 0.00057600119159001266 0.0005673752141931997 0.00014633778615705595
leaf_weight=1107 76 180 73 34 20 58 48 20 59 61 26 40 171 31 20 27 66 192 43 21 229 30 54 24 29 22 23 35 241 61
leaf_count=1107 76 180 73 34 20 58 48 20 59 61 26 40 171 31 20 27 66 192 43 21 229 30 54 24 29 22 23 35 241 61
internal_value=0 0.000319702 0.000287283 0.000576799 0.000325772 0.000584049 0.000436179 0.000283622 0.000605824 0.000398604 0.000551444 0.000270535 0.000556857 0.000531023 0.00060026 0.000143689 0.000510289 0.000553688 0.000580151 0.000214853 0.00054284 0.000110521 0.000569811 0.000560171 0.000303039 0.000609005 0.000567306 0.000509031 0.000579208 0.000176649
internal_weight=0 691 615 2430 485 2335 134 351 1400 95 935 331 909 431 1341 130 86 212 478 122 400 103 420 366 209 1129 342 58 284 82
internal_count=3121 691 615 2430 485 2335 134 351 1400 95 935 331 909 431 1341 130 86 212 478 122 400 103 420 366 209 1129 342 58 284 82
is_linear=0
shrinkage=0.00196078


Tree=9414
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 1 2 14 2 1 4 150 159 2 16 0 15 10 52 1 4 2 1 11 160 0 447 13
split_gain=7.50044 1.19945 0.765715 0.650561 0.399246 0.288166 0.221471 0.220878 0.21136 0.175997 0.148439 0.141035 0.13953 0.114414 0.14495 0.153985 0.11261 0.112545 0.0944757 0.0847257 0.0757322 0.0861236 0.0994864 0.0725807 0.0694996 0.0851355 0.0648113 0.0533239 0.0520664 0.0511888
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.089885000000000007 0.12958500000000003 0.40473500000000007 0.092845000000000025 0.14122000000000004 0.062655000000000016 0.14753000000000002 0.091195000000000012 0.26450500000000005 1.0000000180025095e-35 0.08154500000000002 0.11474000000000002 -0.040964999999999994 -0.23091999999999999 -0.41942499999999994 -0.38124499999999995 -0.56176499999999996 0.089875000000000024 -0.16363499999999997 -0.0091949999999999983 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.068604999999999985 0.083310000000000009 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 9 10 -4 -5 17 11 12 28 -3 14 15 29 -7 -6 -12 -20 -19 24 -23 -13 27 -26 -14 -22 -1 -2
right_child=1 5 6 7 8 16 -8 -9 -10 -11 18 23 26 -15 -16 -17 -18 20 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00057163774449620162 0.00038852265068128997 0.00031687840432977987 0.00051655342935754789 0.00049729168743594299 0.00038967789161731216 0.00025256428024386201 0.00033654461476998317 0.0003034025868319071 0.00037541020000625148 0.00067020951760651153 0.00020095431839353312 0.0004059549984561295 0.00026408104305335038 0.00025604316410393179 0.0002609961739914045 0.00029267459742578802 0.00044456261569281028 0.00060334278876195472 0.00014899877353352219 -8.0469930192314767e-06 0.0005296685577245875 0.00054499751301474372 0.00037802469689987659 0.00052710107629699897 0.00051577591574659531 0.00067603166379472796 0.00015704606225140435 0.00049155367786988396 0.00047529721582796483 0.00051563671608080813
leaf_weight=1097 21 41 129 37 25 23 33 58 41 59 32 21 29 103 52 35 24 43 25 28 525 23 34 201 26 25 87 193 22 29
leaf_count=1097 21 41 129 37 25 23 33 58 41 59 32 21 29 103 52 35 24 43 25 28 525 23 34 201 26 25 87 193 22 29
internal_value=0 0.00030646 0.000375726 0.000537974 0.000544445 0.000210111 0.000479885 0.000378917 0.000513072 0.000565398 0.000182825 0.000560787 0.000218557 0.000305418 0.000342539 0.000392424 0.000350606 0.000519385 0.000116826 6.60312e-05 0.000523117 0.00051894 0.0004454 0.000515641 0.000524391 0.000594333 0.000183805 0.000519423 0.000569744 0.000462249
internal_weight=0 691 402 2430 2335 289 162 95 935 1400 242 1341 157 240 137 85 47 894 85 53 869 826 57 222 769 51 116 718 1119 50
internal_count=3121 691 402 2430 2335 289 162 95 935 1400 242 1341 157 240 137 85 47 894 85 53 869 826 57 222 769 51 116 718 1119 50
is_linear=0
shrinkage=0.00196078


Tree=9415
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 52 2 52 52 4 50 16 159 11 15 51 4 43 0 16 401 1 1213 0 51 156 2 16 39 0
split_gain=0.22765 0.0546019 0.0337404 0.0269338 0.0242182 0.0227786 0.0272072 0.0263521 0.0302795 0.0509588 0.0300502 0.0233204 0.0276063 0.022038 0.0216799 0.0216016 0.0254741 0.0205607 0.0202833 0.0188466 0.01816 0.0223385 0.0375263 0.0319063 0.0309444 0.0239727 0.0189776 0.0446998 0.0189079 0.0181077
threshold=0.10337500000000001 0.13707500000000003 0.085055000000000006 0.40124500000000002 0.093320000000000014 -0.53299999999999992 0.14960000000000004 0.024145000000000003 0.10024500000000001 -0.064054999999999987 -0.14320999999999998 -0.12029499999999999 0.092820000000000014 0.080455000000000013 -0.086849999999999997 0.10501000000000001 0.42642000000000008 -0.081674999999999984 -0.033209999999999996 -0.54165499999999989 0.089695000000000011 0.080270000000000022 -0.080279999999999976 -0.14649999999999996 0.10736500000000002 0.090170000000000014 0.086100000000000024 -0.091354999999999978 0.085425000000000015 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 13 -6 7 10 9 -9 -7 -12 18 19 -11 16 29 -10 -13 -1 21 23 -23 -21 25 -25 28 -28 -24 -4
right_child=1 -3 15 -5 5 6 -8 8 17 14 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.007810105272524414 0.0024728150732912851 0.0010147003168041431 0.0014855445158239245 0.0011638706227214161 0.0057628343111435073 0.0058225301238578851 0.00068919620631883549 0.010058058049673073 0.0054990725591022816 0.0066289367806166418 0.0052983493715720743 0.0025373741954721235 0.0054209140610570715 0.0073019284402599215 0.0027945566159705152 0.0065638276410754778 0.00076938579217172582 0.0034998957983278221 -0.00069983007957820191 0.0089182691881433129 0.0058347579328064496 0.00076894523696072648 0.0047815742090078711 0.0051081876243661319 0.0020066821972199653 0.0026334875215003953 -0.0011535682424437255 0.00468706410794862 0.0018867829135463883 0.004577825747251422
leaf_weight=21 340 164 22 22 82 45 24 26 77 30 38 161 30 37 29 30 26 155 22 20 152 31 377 865 36 41 20 38 24 136
leaf_count=21 340 164 22 22 82 45 24 26 77 30 38 161 30 37 29 30 26 155 22 20 152 31 377 865 36 41 20 38 24 136
internal_value=0 0.00261748 0.00309195 0.00464676 0.00467894 0.00419405 0.00399211 0.00412142 0.00475499 0.00636964 0.0034429 0.00301628 0.00260915 0.00488871 0.00474424 0.00407563 0.00366995 0.00416342 0.0021482 0.00483376 0.0047948 0.00468593 0.00413635 0.00496586 0.00488195 0.0049962 0.00436378 0.00267305 0.00460832 0.00414725
internal_weight=0 718 554 2403 2381 719 637 613 317 85 296 251 213 1662 59 214 184 232 183 1625 1604 1452 490 962 942 906 459 58 401 158
internal_count=3121 718 554 2403 2381 719 637 613 317 85 296 251 213 1662 59 214 184 232 183 1625 1604 1452 490 962 942 906 459 58 401 158
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 47 1 2 52 47 4 14 457 43 2 133 13 159 51 484 3 1 0 4 0
split_gain=8.99888 1.41632 0.843351 0.796163 0.683724 0.407994 0.349993 0.316256 0.239461 0.233512 0.188525 0.153893 0.135872 0.112156 0.10234 0.168066 0.0995086 0.0952465 0.146274 0.0940132 0.0914634 0.0930803 0.0836203 0.0781205 0.0916083 0.0778887 0.0761829 0.10042 0.0691837 0.0655721
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089885000000000007 0.092845000000000025 0.13082500000000002 0.091450000000000017 0.14530500000000005 -0.56176499999999996 0.090100000000000013 0.26450500000000005 0.062655000000000016 0.083570000000000019 -0.016814999999999997 0.17025000000000004 -1.0000000180025095e-35 -0.0034749999999999994 0.082585000000000006 -0.086719999999999978 0.085595000000000018 0.088060000000000013 0.085110000000000005 -0.072894999999999988 -0.036839999999999991 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 12 6 8 -6 11 -5 19 16 14 -10 20 -16 23 22 -19 -4 -3 -22 -15 24 -1 -25 27 -24 -2 -7
right_child=1 2 10 9 7 29 -8 -9 13 -11 -12 -13 -14 17 15 -17 -18 18 -20 -21 21 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059023448283425568 0.00061742771694473192 0.00017401183214847143 0.00018049212789358887 0.00052027279204108063 0.00052529260141701527 0.00047889762992162169 0.00034721280437486328 0.00030732094603884327 0.00065533151618795457 0.00032221407755856322 0.00034263336255112184 0.00055230140570815516 0.00014468714908934108 0.00055145146004443506 0.00046351943187890391 0.00024645751626748178 0.00068838620857369979 0.00057642917575128857 0.00035279159053974187 7.6491522056838009e-05 0.00026018198804575232 0.00035045213219650614 0.00062862036589583661 0.00061351987213471338 0.00046138087926058448 0.00048993750091861276 0.00071520363471977736 0.0004929961253765789 0.0004833161747422205 0.00033344819855231502
leaf_weight=79 50 29 110 37 83 22 24 37 45 60 22 210 25 676 32 24 59 23 22 48 124 68 65 999 29 20 21 31 21 26
leaf_count=79 50 29 110 37 83 22 24 37 45 60 22 210 25 676 32 24 59 23 22 48 124 68 65 999 29 20 21 31 21 26
internal_value=0 0.000315838 0.000284947 0.000571849 0.000332878 0.000579032 0.000582761 0.000458085 0.000585241 0.000397762 0.000172576 0.000601226 0.000283127 0.000559969 0.000295622 0.000370493 0.000609889 0.000554848 0.000467095 0.000148897 0.00027665 0.000292153 0.000559828 0.00060578 0.000555635 0.000611094 0.000608226 0.000584825 0.000577761 0.000400113
internal_weight=0 673 602 2448 422 2351 2303 120 2279 97 180 1396 302 883 277 56 1186 838 45 158 221 192 793 1127 108 1019 117 96 71 48
internal_count=3121 673 602 2448 422 2351 2303 120 2279 97 180 1396 302 883 277 56 1186 838 45 158 221 192 793 1127 108 1019 117 96 71 48
is_linear=0
shrinkage=0.00196078


Tree=9417
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 2 4 1 4 457 1 3 2 14 2 0 40 4 2 43 2 4 475 52 16 3 160 10 16 1
split_gain=6.96651 0.888726 0.738034 0.516665 0.494479 0.291697 0.297634 0.229588 0.212429 0.185022 0.162779 0.154817 0.146019 0.133696 0.126282 0.108711 0.0969621 0.0955811 0.0978244 0.0822246 0.118892 0.0806832 0.0791644 0.0775719 0.0799784 0.0760475 0.135114 0.0663413 0.0620977 0.0565863
threshold=0.10752500000000002 0.12408500000000001 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.17025000000000004 0.40945500000000007 0.092845000000000025 0.40124500000000002 0.080930000000000016 0.089770000000000016 0.30112000000000005 0.13501500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.092759999999999995 -0.0061149999999999998 -0.55119499999999988 0.092365000000000017 -0.04890499999999999 0.11177500000000001 -0.036839999999999991 -0.069854999999999987 0.039215000000000007 0.40020000000000006 -0.12018999999999998 -0.037174999999999993 -0.38124499999999995 0.19444000000000003 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 6 11 -4 21 12 13 16 22 17 -12 -16 -3 -1 25 -2 -21 -5 -6 24 29 26 -19 -7 -25 -24
right_child=1 5 7 8 9 27 -8 -9 -10 -11 14 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00065441547283726792 0.00022372690536724964 0.00023874393011630662 0.00047024570358102763 0.00057015260121079218 0.00053652230466467521 0.00010896813480503792 0.00015443006967359282 0.00028107714705158344 0.00029207240337376217 0.00031229923758548366 0.00036786048553011917 0.00014920162307613144 0.00036001684436318918 0.0006109334897566464 0.00042254733837099784 0.00051364853865243007 0.00038265514137803664 0.00033703277932773897 0.00049119712623062542 0.00043624877836721251 0.00027391693248831733 0.00044485371675316403 0.00042453121925245649 0.00051137450054220478 0.00047791662120741179 0.00053520014443490078 0.00053944348143048436 -3.3351255982529884e-05 0.00039646001784852686 0.00031644582704586143
leaf_weight=22 77 27 37 29 66 34 132 74 29 34 33 22 48 75 63 251 54 21 280 22 82 62 73 130 90 1156 32 20 21 25
leaf_count=22 77 27 37 29 66 34 132 74 29 34 33 22 48 75 63 251 54 21 280 22 82 62 73 130 90 1156 32 20 21 25
internal_value=0 0.000263874 0.000500473 0.000338442 0.000507644 0.00018621 0.000216071 0.000344133 0.000438212 0.000451803 0.000521712 0.000295067 0.000462274 0.000530128 0.000483244 0.00049537 0.000334685 0.000526118 0.000524222 0.000272296 0.000308256 0.000484784 0.000474393 0.000462297 0.000435715 0.00053187 0.000459243 5.62572e-05 0.000495393 0.000396958
internal_weight=0 590 2531 301 2420 289 235 111 120 487 1933 103 453 1586 347 314 81 1511 1489 181 104 91 405 339 188 1209 53 54 151 98
internal_count=3121 590 2531 301 2420 289 235 111 120 487 1933 103 453 1586 347 314 81 1511 1489 181 104 91 405 339 188 1209 53 54 151 98
is_linear=0
shrinkage=0.00196078


Tree=9418
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 4 3 3 4 132 39 48 48 1 11 1 2 16 16 1213 15 52 49 51 3 159 1 16 160 475
split_gain=0.261018 0.0576252 0.038829 0.0270956 0.0251193 0.0215402 0.0203397 0.0573539 0.0249174 0.0197478 0.0194683 0.0200702 0.0255041 0.0193258 0.0176367 0.0189338 0.0379891 0.0209458 0.0333063 0.0226493 0.0198418 0.0318137 0.0569165 0.0224528 0.0538084 0.0254041 0.0248995 0.0308518 0.0237866 0.021327
threshold=0.10337500000000001 0.13707500000000003 0.085055000000000006 0.40124500000000002 0.092365000000000017 -0.036839999999999991 -0.14186499999999996 -0.10831999999999999 -0.16363499999999997 0.091050000000000006 -0.04725999999999999 0.10168500000000001 0.10788500000000002 0.16773500000000005 0.080455000000000013 0.086920000000000011 0.087675000000000017 -0.084119999999999986 -0.080789999999999987 -0.021674999999999996 0.098485000000000017 0.23925500000000002 0.085350000000000023 -0.090529999999999985 -0.086274999999999977 0.11389500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.015149999999999999 -0.008964999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 14 -4 8 -8 -6 -2 -9 -12 -13 -3 15 20 17 -17 -19 -20 21 23 -23 24 -1 26 -25 28 -28 -26
right_child=1 13 5 -5 6 -7 7 10 -10 -11 11 12 -14 -15 -16 16 -18 18 19 -21 -22 22 -24 25 29 -27 27 -29 -30 -31
leaf_value=-0.00037335660308599475 0.0028226210860941591 0.0016007239822792023 0.0057753557280283167 0.0014884272301887078 0.0076052050333884035 0.0036445969413278845 -5.4574821011296338e-05 0.0017048291426718883 0.0039207716641436905 -0.00041635984613094487 0.0048351494314624842 0.00020205885362388059 0.0045717279892414807 -0.0015254808691046809 0.0074606705244098393 0.0062429841156866964 0.00099438699997133695 0.00073770050763745203 0.0070497178368417448 0.0044334046276105713 0.0077149379379584902 -0.00077116119310907704 0.0061902689184838294 0.0054798985879806229 0.0074956854632883168 0.0020523727312684059 0.0090633405838161703 0.010195079635828734 0.0050159501786045035 0.003777748175262888
leaf_weight=22 320 141 71 22 45 143 28 23 31 20 596 22 34 23 35 87 27 22 38 256 36 23 24 851 27 20 20 25 53 36
leaf_count=22 320 141 71 22 45 143 28 23 31 20 596 22 34 23 35 87 27 22 38 256 36 23 24 851 27 20 20 25 53 36
internal_value=0 0.00280885 0.00329628 0.00498177 0.00501405 0.00435153 0.00454826 0.00438025 0.00610234 0.00263209 0.00456421 0.00466508 0.00285507 0.00116229 0.00524054 0.00519095 0.00462572 0.00486901 0.00449073 0.00477157 0.00540472 0.00532918 0.00278361 0.00544269 0.00388434 0.00557939 0.00565372 0.00716315 0.00612482 0.00537115
internal_weight=0 718 554 2403 2381 214 779 703 76 340 675 652 56 164 1602 1567 430 403 316 294 1137 1101 47 1054 85 969 949 98 73 63
internal_count=3121 718 554 2403 2381 214 779 703 76 340 675 652 56 164 1602 1567 430 403 316 294 1137 1101 47 1054 85 969 949 98 73 63
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 15 47 11 13 2 1 150 15 4 3 4 1 0 2 1213 52 2 160 51 43 16 43 133 43
split_gain=5.39754 0.882802 0.569119 0.440407 0.302597 0.299918 0.198192 0.185652 0.179084 0.166445 0.163789 0.146241 0.114792 0.120786 0.138958 0.140102 0.134213 0.0835145 0.0817189 0.0642694 0.0612725 0.0594798 0.0599703 0.0847907 0.0553122 0.0548942 0.0545108 0.0520485 0.0506612 0.0506101
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.024640000000000006 0.13082500000000002 1.0000000180025095e-35 -0.077799999999999994 0.11474000000000002 0.092845000000000025 -0.045534999999999992 -0.12563999999999997 -0.27825499999999997 0.095270000000000007 -0.086254999999999984 0.16540500000000002 -0.065229999999999996 0.10222000000000002 -1.0000000180025095e-35 -0.026204999999999996 0.11682500000000001 -0.013084999999999998 -0.086719999999999978 -0.064334999999999989 0.13751500000000003 -0.013024999999999998 -0.0084449999999999994 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 9 17 29 18 -7 -5 -11 -14 27 16 -16 -4 20 -18 -1 24 23 -23 -3 -21 -6 -15 -27 -8
right_child=1 2 7 11 26 10 8 -9 -10 12 -12 -13 13 14 15 -17 19 -19 -20 25 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00038323423675462311 0.00045862605745286149 0.00012519720291334486 0.00016042117847223656 0.00042110614401594823 0.00024863017605280825 0.00041778101016551122 0.00048459045477291292 0.00029801682969445443 0.00058313197449276716 0.00030025379122190917 0.00023335672624323977 0.00026334099962890524 0.00049726324476512685 0.00039153038798009647 0.00025480611628724958 0.00024317972909878284 0.00043763383820010279 3.3662761204648566e-05 0.00037869095110528887 0.00041500073056654173 0.00048274166051597684 0.0004138184522373089 0.00022967735039810657 0.00026902514677251281 0.00023744383670145036 0.00038822749194156707 0.00038182890802677499 0.00050222772803698427 0.00025874224267934771 0.00045201159670876551
leaf_weight=25 76 21 218 37 27 81 787 37 65 27 24 58 90 20 20 20 253 22 34 79 492 23 55 48 86 26 21 89 21 239
leaf_count=25 76 21 218 37 27 81 787 37 65 27 24 58 90 20 20 20 253 22 34 79 492 23 55 48 86 26 21 89 21 239
internal_value=0 0.000259259 0.000234622 0.000455655 0.000460979 0.00028862 0.000464213 0.000168733 0.000483325 0.00044678 0.000375627 0.000324786 0.0004254 0.000430868 0.00041955 0.000403326 0.000411353 0.000148802 0.000471806 0.000419615 0.00047793 0.00024941 0.00027828 0.00031593 0.000215414 0.000383433 0.000306905 0.000481916 0.000330372 0.000477001
internal_weight=0 691 615 2430 2335 338 2287 277 1091 1196 105 95 645 618 528 419 399 240 551 379 517 233 126 71 107 126 48 109 47 1026
internal_count=3121 691 615 2430 2335 338 2287 277 1091 1196 105 95 645 618 528 419 399 240 551 379 517 233 126 71 107 126 48 109 47 1026
is_linear=0
shrinkage=0.00196078


Tree=9420
num_leaves=31
num_cat=0
split_feature=1 155 9 44 3 3 0 4 12 0 4 157 376 2 4 14 457 1 12 12 1 456 2 2 16 159 475 43 475 43
split_gain=0.242187 0.0438509 0.0418537 0.0396684 0.0418469 0.0355631 0.0350096 0.0307197 0.027341 0.0399286 0.025093 0.0428775 0.0310428 0.0349524 0.028098 0.0255943 0.0250593 0.0701757 0.0255282 0.0239351 0.0238702 0.0233852 0.0230845 0.0220099 0.0308395 0.0216492 0.02912 0.0342784 0.0305038 0.0266255
threshold=0.10920500000000001 0.10158500000000002 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 0.31534000000000006 -0.065229999999999996 0.042705000000000007 -0.088589999999999988 -0.074479999999999977 0.41257000000000005 -0.081749999999999975 0.083705000000000016 0.11362000000000001 -0.031404999999999995 -0.47013499999999991 0.062030000000000009 0.093575000000000019 0.087830000000000005 -0.42850999999999995 0.097115000000000021 0.088760000000000019 0.085625000000000021 0.09678500000000001 0.13751500000000003 -0.085489999999999997 -0.085684999999999997 -0.085474999999999982 -0.084784999999999985 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 7 10 -6 8 9 20 11 -2 13 -13 -15 -12 18 22 21 -7 -4 23 -18 25 -25 -10 27 -27 -28 -30
right_child=1 -3 3 -5 6 19 -8 -9 16 -11 15 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.0010215407066668074 -0.0011778152827173474 0.00670416224444204 0.0070351304353347844 0.0085218142135480394 0.0003400969993657409 0.0024960881832521414 0.0051339117810130126 0.0039400935967659929 0.0069878567582180298 -0.00079121192451566454 0.0050271996252593543 0.0052501416974496751 0.00064446669343548515 0.0057064319886690517 0.0015875073977739121 0.0013218546829379938 0.0074829236239842755 -0.0017655406158883125 0.0047811987647926142 -0.00083748806220163322 0.0023719671720755287 0.0023769893060924243 0.0039521021484458622 0.009797579410951586 0.005615771827546673 0.010296455171192065 0.0013112844167543309 0.0052260722002635401 0.0062795030714492724 0.0047698656270288263
leaf_weight=30 20 23 21 28 39 35 25 353 81 20 21 114 30 22 67 166 23 20 1056 56 23 23 95 29 45 24 21 30 162 419
leaf_count=30 20 23 21 28 39 35 25 353 81 20 21 114 30 22 67 166 23 20 1056 56 23 23 95 29 45 24 21 30 162 419
internal_value=0 0.00242934 0.00473479 0.0047787 0.00473692 0.00224418 0.00221268 0.004803 0.0049486 0.00291357 0.00261636 0.00326561 0.00364702 0.00409074 0.00260567 0.00173796 0.00501282 0.00371193 0.00510781 0.000444657 0.00459757 0.00552136 0.00464031 0.00561053 0.00725459 0.00544546 0.00525501 0.00747958 0.00505547 0.0051908
internal_weight=0 554 2567 2537 2509 531 64 2445 2092 64 440 253 233 203 89 187 2028 138 1890 91 44 834 118 811 74 737 656 54 602 581
internal_count=3121 554 2567 2537 2509 531 64 2445 2092 64 440 253 233 203 89 187 2028 138 1890 91 44 834 118 811 74 737 656 54 602 581
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=31
num_cat=0
split_feature=1 12 46 2 15 2 4 51 484 2 156 0 3 50 0 34 151 2 15 10 0 1420 48 1447 0 4 133 133 2 42
split_gain=0.199433 0.0529671 0.0427726 0.0364669 0.0485103 0.0352339 0.0474195 0.0360064 0.0365828 0.0509982 0.025285 0.0347154 0.0297655 0.0275753 0.0227829 0.0232734 0.0211341 0.0206102 0.0332432 0.021634 0.02012 0.0280692 0.0256774 0.0320932 0.0274781 0.0197203 0.0210369 0.034066 0.025004 0.0219347
threshold=0.11829500000000003 0.078300000000000008 0.084955000000000017 0.11362000000000001 -0.0058549999999999991 -0.0091949999999999983 -0.064054999999999987 0.090560000000000015 0.041405000000000004 0.083215000000000011 0.10339000000000002 -0.0058249999999999994 -0.010424999999999999 0.086295000000000011 -0.070154999999999981 -0.085489999999999997 0.061780000000000009 0.13501500000000002 -0.079929999999999987 0.094860000000000014 -0.076579999999999995 -0.083904999999999993 0.092475000000000016 -0.065079999999999985 -0.061629999999999997 -0.085594999999999991 0.11667000000000001 0.2590050000000001 0.085485000000000019 0.09832500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 14 -7 8 9 -8 11 13 -13 17 -1 -16 -11 19 -19 -2 25 -22 23 -23 -24 -3 -27 -28 -29 -30
right_child=10 20 -4 4 -6 6 7 -9 -10 16 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 22 24 -25 -26 26 27 28 29 -31
leaf_value=0.0041377541892554451 0.0029726216013659726 0.005428465378354304 0.0077534533493841696 0.0026362874461229634 -0.0024483333273868386 0.0055910487744646777 0.0084033723144481594 -0.00035288901641391792 0.00033702823721493288 0.0038893110026710677 0.004381357172405842 0.00088292819305934255 -0.0037663096539853587 0.0041249607324023094 0.0028391521335357712 -0.001564763764119042 0.00042310249293223026 0.0014141479250445793 -0.0028483206949507199 -0.00037066896814697735 0.0075029591674960795 0.0079072314267978078 0.0036582389738983832 0.0038234662296605425 -0.00127202894364018 0.0045662806197005433 0.0003822383012447972 0.0011182297259801999 0.006430685201617466 0.0025025459782530863
leaf_weight=23 100 240 21 86 24 120 24 26 30 146 32 40 21 47 21 28 20 77 24 24 21 20 26 509 20 1234 32 20 44 21
leaf_count=23 100 240 21 86 24 120 24 26 30 146 32 40 21 47 21 28 20 77 24 24 21 20 26 509 20 1234 32 20 44 21
internal_value=0 0.00418391 0.00332444 0.00315471 0.00152692 0.00356352 0.00396132 0.00316633 0.00358224 0.00409464 0.00169643 0.00143842 -0.000717629 0.00192194 0.00154135 0.000322629 0.0034717 0.00146176 0.000401284 0.00232553 0.00440752 0.00391195 0.0037808 0.00397786 0.00151464 0.00459316 0.00444477 0.00316325 0.00421021 0.00516159
internal_weight=0 2756 569 548 110 438 366 246 220 190 365 333 61 272 72 49 166 225 101 124 2187 596 575 529 46 1591 1351 117 85 65
internal_count=3121 2756 569 548 110 438 366 246 220 190 365 333 61 272 72 49 166 225 101 124 2187 596 575 529 46 1591 1351 117 85 65
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 2 14 49 1 12 457 50 1 1 12 1 4 4 133 1 15 3 1 0 4
split_gain=21.0541 3.01577 1.73825 1.56804 1.33153 0.848406 0.798152 0.566524 0.582132 0.505949 0.431958 0.414748 0.37208 0.317739 0.312933 0.237316 0.203439 0.190459 0.188817 0.174012 0.157472 0.148261 0.118481 0.114957 0.113929 0.10427 0.101376 0.101214 0.121189 0.0990329
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.09253500000000002 0.14122000000000004 0.062655000000000016 -0.054984999999999992 0.089770000000000016 0.087005000000000013 0.080930000000000016 0.041865000000000006 0.12408500000000001 0.13075500000000004 0.09141500000000001 0.12000500000000001 -0.51843499999999987 0.018150000000000003 -1.0000000180025095e-35 0.122715 -0.087894999999999987 -0.12018999999999998 0.083345000000000016 -0.010949999999999998 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 20 -8 -9 -4 15 13 -2 19 -15 22 25 -10 23 21 -3 -1 27 -5 -14 -6 -21 28 -7 -16
right_child=1 4 9 18 16 10 7 8 17 -11 -12 -13 24 14 29 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078199359994419928 0.00025942259835744653 0.00011521397331985188 0.00050759261824199207 9.6932165623508045e-05 -0.00010662690240446953 0.00056245980897610243 0.00046111837382507479 0.0004909244924783707 0.00017457874095159586 0.00021079564222140158 0.00031642345187692073 0.00074334335201049859 0.00055905940807333173 0.00041011185303266046 0.00058347164914656854 0.00033739772408415437 5.2238219497700076e-05 2.9405450149862458e-05 3.9478008760127173e-06 0.00044484559668751518 -5.6116602117106082e-05 0.00061572481756188842 0.00049624547102105091 0.0002750348458806643 0.00040019364744063075 -0.00026585470074587733 0.00057723246691262142 0.00062976829012060566 0.00042442563473183391 0.00046835020095977619
leaf_weight=21 23 30 34 22 64 156 30 20 142 63 41 76 100 59 222 24 26 46 24 24 66 1136 160 38 21 21 303 67 29 33
leaf_count=21 23 30 34 22 64 156 30 20 142 63 41 76 100 59 222 24 26 46 24 24 66 1136 160 38 21 21 303 67 29 33
internal_value=0 0.000180467 0.000572057 0.000363839 8.6514e-05 0.00058267 0.000148346 0.000209222 0.000172891 0.000314828 0.00050884 0.000601462 0.000488033 0.000595465 0.000538799 0.000526934 -9.95394e-05 0.000139058 0.000150935 0.000607455 -2.5758e-06 0.000618743 0.000537975 0.000209731 0.000531488 -0.000145966 0.000567516 0.00056447 0.000540822 0.000568574
internal_weight=0 673 2448 228 445 2351 334 238 208 97 477 1874 144 1798 314 436 111 188 84 1484 96 1157 412 60 121 85 327 252 185 255
internal_count=3121 673 2448 228 445 2351 334 238 208 97 477 1874 144 1798 314 436 111 188 84 1484 96 1157 412 60 121 85 327 252 185 255
is_linear=0
shrinkage=0.00196078


Tree=9423
num_leaves=31
num_cat=0
split_feature=1 12 483 132 1375 10 402 34 123 43 3 3 4 10 13 4 2 0 3 1446 131 1 12 1213 1 15 1453 1447 0 399
split_gain=0.221366 0.0530838 0.0420334 0.0337413 0.0339366 0.0301076 0.0302824 0.0358203 0.0341945 0.0299272 0.0403309 0.0349798 0.0262627 0.0251769 0.0224268 0.0276989 0.0319147 0.021912 0.0222103 0.0222079 0.0216642 0.032033 0.0611965 0.0225108 0.0212887 0.0211613 0.0348818 0.0355703 0.0319553 0.020051
threshold=0.11690500000000002 0.078300000000000008 -0.070084999999999981 0.092395000000000019 -0.27302499999999996 -0.079859999999999987 0.09388500000000001 -0.038779999999999995 0.12630500000000003 -0.078654999999999989 0.12178000000000001 -0.0043399999999999992 0.053180000000000012 -0.38851999999999992 -0.28558999999999996 -0.04890499999999999 0.13622000000000004 -0.085669999999999982 -0.045649999999999989 0.11483500000000001 0.077555000000000027 0.086105000000000015 0.090020000000000017 0.104315 0.080585000000000004 -0.079929999999999987 -0.044999999999999991 -0.082869999999999985 -0.08095999999999999 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 13 7 -7 14 11 -11 -6 17 -2 -9 -16 -17 20 19 25 21 23 -23 -3 -22 -19 -27 28 -28 -29
right_child=5 12 3 -5 9 6 -8 8 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 24 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0074178364768158651 0.0010913140439827527 0.0051909273405493705 -0.00053422137650407182 -0.00060687827594254338 0.0029205929067057487 -0.00052230336805223485 -0.0013486221269704401 0.0012221240938048474 -0.0012932219047797845 0.0044686855404322988 0.0014662103611044587 -0.0014780236252894005 0.0034925504308732885 -0.0033563674124889075 0.0069394374363279596 0.003971690286168463 0.00099280687304688429 0.0060056711636626951 0.0010782336505750815 0.0010527270025340841 0.0086535103254330656 -0.0019078109168913218 0.0051435835990560012 0.0021704779749807833 0.0053310745895874725 0.001282940637650648 0.0093422491551825287 0.0041674440849680545 0.0041410856370237619 0.0059309405136340554
leaf_weight=24 35 484 22 23 130 40 25 55 20 287 53 21 270 20 21 122 51 78 21 20 30 20 32 26 54 37 27 983 21 69
leaf_count=24 35 484 22 23 130 40 25 55 20 287 53 21 270 20 21 122 51 78 21 20 30 20 32 26 54 37 27 983 21 69
internal_value=0 0.00419164 0.00332353 0.0031402 0.0033082 0.00164196 0.00199896 0.0022698 0.00268498 0.00348037 0.00400065 0.00230886 0.00441547 -0.000526025 0.00300452 0.00350983 0.00309352 0.00454648 0.00430306 0.0043579 0.00501976 0.00479587 0.00243151 0.00503694 0.00651766 0.0044123 0.00430299 0.00440458 0.00706674 0.00428311
internal_weight=0 2732 560 536 513 389 334 309 269 491 340 151 2172 55 249 194 173 1902 1256 1235 646 562 52 510 84 1215 1137 1100 48 1052
internal_count=3121 2732 560 536 513 389 334 309 269 491 340 151 2172 55 249 194 173 1902 1256 1235 646 562 52 510 84 1215 1137 1100 48 1052
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 2 1 14 2 1 4 11 1 4 11 47 16 3 43 12 3 3 3 4 12 1
split_gain=9.91209 1.51329 1.02241 0.814158 0.609691 0.518844 0.364004 0.296542 0.262424 0.261986 0.240978 0.219651 0.206421 0.155872 0.141662 0.119004 0.136333 0.210185 0.0953394 0.0922773 0.0830834 0.0740843 0.0817676 0.0651372 0.0622083 0.0790186 0.0611093 0.0594361 0.0620862 0.0576271
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.089885000000000007 0.13082500000000002 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.14838000000000004 0.091195000000000012 0.40945500000000007 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.095165000000000013 0.090100000000000013 0.27776000000000006 -0.11171999999999999 0.016310000000000002 0.090285000000000018 1.0000000180025095e-35 0.30112000000000005 -0.010424999999999999 -0.0070899999999999991 0.10124000000000001 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 11 12 27 -5 13 14 -1 -4 16 20 -18 -17 24 21 22 -9 -23 -3 -26 -16 -6 -29 -14
right_child=1 2 8 10 9 -7 -8 15 -10 -11 -12 -13 29 -15 26 18 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00060322652726744965 0.00056330068189913338 0.00023278585373381384 0.0002900184209337803 0.00051586417410726039 0.00061165578976398762 0.00035607359171205874 0.00034328239506074024 0.00056369763315486181 0.00033908230559379418 0.00028806868940591814 0.00031466400010353018 0.00071608038658159195 0.00010630721144086584 0.00054612570822424851 0.00022089067887624396 0.00066131893212049314 0.00058336588828002708 0.00035395825183987965 0.00050593011519488166 0.0003791848819567841 0.00050670457654985231 0.00059795468531647646 0.00039227198626773033 0.00055370234436567724 0.00034760365985520307 0.00022855217084116728 0.00012506411042074973 0.00054796640628655441 0.00041663441763204682 -1.2297723285791253e-05
leaf_weight=1117 74 99 45 37 21 41 25 23 34 24 60 59 63 220 40 63 28 34 20 33 123 191 20 387 58 34 71 31 25 21
leaf_count=1117 74 99 45 37 21 41 25 23 34 24 60 59 63 220 40 63 28 34 20 33 123 191 20 387 58 34 71 31 25 21
internal_value=0 0.000298767 0.000266087 0.000567453 0.000340467 0.000574717 0.000578598 0.000581172 0.000177861 0.000466943 0.00039141 0.000598997 0.000155021 0.000593831 0.000197218 0.000553181 0.000545901 0.000457562 0.000623876 0.000283441 0.000553263 0.000562484 0.000483965 0.000568326 0.000266898 0.000303606 0.000159596 0.000522696 0.000489336 7.6656e-05
internal_weight=0 673 599 2448 325 2351 2310 2285 274 101 97 1396 240 1337 156 889 806 62 83 224 744 621 43 578 191 92 111 77 56 84
internal_count=3121 673 599 2448 325 2351 2310 2285 274 101 97 1396 240 1337 156 889 806 62 83 224 744 621 43 578 191 92 111 77 56 84
is_linear=0
shrinkage=0.00196078


Tree=9425
num_leaves=31
num_cat=0
split_feature=1 4 2 12 15 0 13 0 15 1 44 48 14 52 43 13 12 4 1 1 16 2 3 3 15 15 16 40 16 0
split_gain=0.221669 0.0596856 0.0544702 0.0322821 0.0311979 0.0282799 0.0271528 0.0268387 0.0284487 0.0556058 0.0224115 0.0216594 0.0220708 0.0450715 0.0246425 0.0299249 0.0201551 0.0193784 0.0268743 0.0312073 0.0238866 0.021506 0.0176626 0.0258915 0.0166163 0.0306305 0.0169201 0.0318994 0.0290031 0.0198278
threshold=0.10124500000000002 -0.17966999999999997 0.13622000000000004 0.088105000000000003 -0.079929999999999987 0.22582000000000002 -0.004174999999999999 -0.10474999999999998 -0.41942499999999994 0.13968000000000003 0.081805000000000017 -0.068459999999999979 -0.22253999999999999 -0.065544999999999978 -0.11720999999999999 1.0000000180025095e-35 0.092465000000000006 0.042705000000000007 0.083345000000000016 0.093400000000000025 -0.43320999999999993 0.13913500000000004 0.10299500000000002 0.12745000000000004 -0.56020999999999987 -0.44764999999999994 -0.065229999999999996 -0.0036699999999999992 -0.52595999999999987 -0.14051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 11 7 10 -2 -4 -9 -10 17 -3 13 -13 -14 24 -5 21 20 -20 -19 22 -1 -24 -16 -26 28 -28 -27 -30
right_child=1 2 4 16 -6 -7 -8 8 9 -11 -12 12 14 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.0045558133928539322 0.0016549661548038866 0.0041367403504143398 0.0036804691272517365 0.0060559886248766227 -0.0024145131863112894 0.00061595936786034149 0.0055647847793387391 0.0020892509730118846 0.0015911288766397372 -0.0052698967656830235 0.0076444456475742526 0.00039840165991336109 0.0045763999639478114 0.006475533098161507 0.0041278237372171138 -0.0023431422014255077 0.0031776536141201513 0.0054811453250827409 -0.0012776013019240716 0.0035029690737347768 0.0034128265411127361 0.0012153695872984826 -4.9429213894265041e-06 0.0049040426880475772 -0.0020865349022922324 -0.00070112181827425963 0.0024386994150700052 -0.0017274767968474944 0.0062698131692013707 0.0024442695824074606
leaf_weight=1929 23 41 31 29 31 20 78 45 27 21 21 23 21 26 20 24 151 82 22 36 175 20 21 22 26 20 40 34 20 42
leaf_count=1929 23 41 31 29 31 20 78 45 27 21 21 23 21 26 20 24 151 82 22 36 175 20 21 22 26 20 40 34 20 42
internal_value=0 0.00240786 0.0020672 0.00256016 0.000422926 0.00436022 0.00467443 0.00113229 0.000282892 -0.00141057 0.00439239 0.00198266 0.00168429 0.003623 0.00129969 0.000995213 0.00364139 0.00436279 0.00363396 0.00168965 0.00407276 0.00447804 0.00451113 0.00250663 0.00139185 0.00109119 0.00162081 0.00052451 0.00261016 0.00367832
internal_weight=0 773 672 517 155 2348 101 124 93 48 2328 337 296 49 247 226 180 2307 315 58 257 1992 1972 43 202 182 156 74 82 62
internal_count=3121 773 672 517 155 2348 101 124 93 48 2328 337 296 49 247 226 180 2307 315 58 257 1992 1972 43 202 182 156 74 82 62
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=31
num_cat=0
split_feature=4 2 3 149 9 44 4 1 457 2 10 51 123 11 159 52 15 43 1429 16 132 12 483 2 1 4 480 1 1 13
split_gain=0.180825 0.0652661 0.0535624 0.0485298 0.0428621 0.0332861 0.0292621 0.0364293 0.0405242 0.0322425 0.0284187 0.0277819 0.0248679 0.023675 0.0221739 0.0265415 0.0236931 0.0216747 0.0298442 0.0336205 0.02354 0.0205996 0.0250023 0.0336183 0.0205139 0.0192725 0.0208568 0.0186301 0.0183045 0.0171011
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 -0.073934999999999987 0.092390000000000014 0.045365000000000009 0.12358500000000001 -0.079859999999999987 -0.20636999999999997 0.083965000000000012 0.098315000000000013 -0.085489999999999997 0.11277500000000001 0.089165000000000008 -0.078469999999999984 0.084885000000000002 -0.0087049999999999992 0.088210000000000011 0.089150000000000021 -0.069964999999999986 0.085730000000000015 0.085110000000000005 -0.51843499999999987 0.086930000000000021 0.11910500000000002 0.093400000000000025 0.061215000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 12 6 11 17 9 28 -2 -6 -1 14 -13 25 -17 20 21 -20 -8 22 -19 24 -24 -16 29 -12 -9 -27
right_child=3 -3 -4 -5 5 -7 7 8 -10 -11 27 13 -14 -15 15 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00165944127698562 -0.0015227932685938402 -0.00066023034071831992 0.00097741081039063064 0.0053482947438689213 0.0077323063036285186 0.0068750505582245661 0.0045519138735514528 0.00081572867221320453 0.00046011471604288093 -0.00037356507964432241 0.0022258495721237553 0.0066239205750230797 0.0029288267095883688 0.00081128711892233709 0.0066990998704127523 -3.9198936860042587e-05 0.0039286404738531396 0.0011272142219933728 0.0037195788731332873 -0.0020787423936417327 0.0025170679526127062 0.0031393807077683411 0.0091432333883384002 0.0039461815534886108 0.005201595982596759 0.0045113333323689433 0.0010452742734923959 0.00060442226968007164 0.0037589375044976454 0.003331775950799646
leaf_weight=21 39 33 65 28 23 38 509 23 64 23 132 39 27 20 33 27 34 21 20 20 64 317 23 141 31 725 20 153 260 148
leaf_count=21 39 33 65 28 23 38 509 23 64 23 132 39 27 20 33 27 34 21 20 20 64 317 23 141 31 725 20 153 260 148
internal_value=0 0.00376039 0.00381371 0.00135413 0.00388273 0.00393692 0.00389373 0.0036112 0.00274849 0.0032271 0.00100895 0.0042944 0.000921459 0.0042188 0.00428523 0.00419282 0.00217238 0.00388974 0.00345485 0.000820418 0.00432464 0.00365255 0.00440568 0.00475875 0.00688044 0.00432591 0.00423821 0.0013554 0.00351974 0.00431136
internal_weight=0 2769 2736 352 2671 2623 2585 1516 370 306 324 1069 48 1046 1026 987 61 1146 573 40 573 533 216 195 54 926 893 285 283 873
internal_count=3121 2769 2736 352 2671 2623 2585 1516 370 306 324 1069 48 1046 1026 987 61 1146 573 40 573 533 216 195 54 926 893 285 283 873
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 124 2 0 15 1 2 50 4 49 12 4 3 157 15 475 48 14 1 1 12 49
split_gain=8.69679 1.44206 0.9554 0.720471 0.50074 0.480564 0.29892 0.297686 0.243507 0.201496 0.200488 0.168855 0.265226 0.172762 0.159988 0.158527 0.128964 0.126719 0.122218 0.152713 0.156794 0.0950841 0.088563 0.0841783 0.0892401 0.0832484 0.0950981 0.0829751 0.0810337 0.0793196
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 -1.0000000180025095e-35 -0.080389999999999989 0.14285500000000004 -0.10607499999999999 -0.10469999999999999 0.083345000000000016 0.092235000000000025 0.041865000000000006 -0.033174999999999989 -0.054984999999999992 0.090285000000000018 -0.52556499999999995 -0.13927999999999999 -0.08107499999999998 -0.081924999999999984 -0.066784999999999983 0.082620000000000013 -0.46166999999999997 0.11669000000000002 0.14699000000000004 0.09141500000000001 -0.08130999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 7 17 11 -3 29 23 12 -1 -14 -10 22 -16 -6 19 -13 -21 -20 27 -7 -25 -18 -27 -4 -26 -5
right_child=1 2 15 9 6 10 -8 -9 14 -11 -12 18 13 -15 16 -17 25 -19 21 20 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0006376430531331587 0.00057884063071910569 0.00021237392279812518 0.00019684980708371366 0.00043228574885198701 0.00036295092838140676 0.00060756074582109991 0.00030428426328048209 0.00071129031362856675 0.00047526084149585051 0.00054563080646744628 0.00038666403892203269 0.00076800645885195535 0.00055611709610979912 0.00038884752460170013 0.00043443607229019413 0.00026828117860371574 0.00038732199984438278 0.00054020871701786623 0.00045537602263158623 0.00044282768318669365 0.00060649850845599369 0.00057663561033485702 1.9282494250112791e-06 0.00053768360507749945 0.00036285309115454924 0.00030972142723487378 0.00021183192324488809 6.6549242590956874e-05 0.000511061740130044 0.00029384021307437511
leaf_weight=52 76 101 42 26 20 52 45 79 25 28 39 22 43 53 28 30 30 69 26 23 1042 568 24 276 23 108 59 34 37 41
leaf_count=52 76 101 42 26 20 52 45 79 25 28 39 22 43 53 28 30 30 69 26 23 1042 568 24 276 23 108 59 34 37 41
internal_value=0 0.000324032 0.000292544 0.000573328 0.000332555 0.000580138 0.000434524 0.000593445 0.000293627 0.000405943 0.000520676 0.000588355 0.000524861 0.00046377 0.000326454 0.00014327 0.000309919 0.000500376 0.000593945 0.000606304 0.000602964 0.000571328 0.000105766 0.000534146 0.000522784 0.000292222 0.000275138 0.000138557 0.000454248 0.000347565
internal_weight=0 691 615 2430 485 2335 134 1908 351 95 427 1829 148 96 250 130 225 89 1681 1087 1065 594 100 388 336 197 167 76 60 67
internal_count=3121 691 615 2430 485 2335 134 1908 351 95 427 1829 148 96 250 130 225 89 1681 1087 1065 594 100 388 336 197 167 76 60 67
is_linear=0
shrinkage=0.00196078


Tree=9428
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 4 12 4 4 2 14 2 16 3 0 0 4 0 2 42 14 47 2 12 49 159 14 157 16
split_gain=4.64686 0.581764 0.509963 0.416541 0.28842 0.219257 0.195122 0.187585 0.175601 0.123505 0.114158 0.0836939 0.083498 0.0719763 0.0724291 0.0655527 0.0624674 0.0606691 0.0583008 0.0601433 0.0629923 0.0568926 0.0565038 0.0564021 0.0587601 0.0563197 0.0545425 0.0532653 0.0674476 0.0837239
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.13082500000000002 -0.16363499999999997 0.090285000000000018 0.40124500000000002 0.033845000000000007 0.11389000000000002 0.076175000000000007 0.14019000000000004 -0.073404999999999984 -0.13927999999999999 -0.067094999999999988 -0.13027499999999997 -0.036839999999999991 0.024095000000000002 0.14285500000000004 0.088670000000000013 -0.46413499999999996 0.077555000000000013 0.10402500000000002 -0.086254999999999984 0.12595000000000003 0.084250000000000005 0.062655000000000016 -0.080299999999999996 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 10 18 -6 11 17 13 22 16 21 -9 -15 23 -4 -5 19 20 -3 -2 27 24 -8 -16 -23 28 -1 -30
right_child=1 5 7 8 6 -7 15 9 -10 -11 -12 -13 -14 14 25 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00027156047640528719 0.00031433358343264191 0.00019657803264416836 0.00033250924229578601 0.00045116402519245944 0.00041948754993101828 0.00026509495389213358 0.00025679504555652083 0.00042622769555971757 0.00021596160770985461 0.00034417015058359559 0.00025018918894085228 0.00051102843342026589 0.0001051619475215618 0.00044481379593858355 0.00038360216027891224 0.00016108380179830604 0.00042800763247383074 0.00034855414736886103 2.4182551855882328e-05 8.0928179076403197e-05 7.6427593297672037e-05 0.0002295798441437773 0.00046761590225689886 0.00022429013042904165 0.00037780138423846265 0.00028766509821163673 0.00015454132008598271 0.00047719773562515482 0.00033795529313865498 0.00043351745268433372
leaf_weight=23 21 51 27 32 31 38 36 300 33 171 23 46 29 73 399 27 1068 72 31 84 25 120 35 59 27 25 54 20 70 71
leaf_count=23 21 51 27 32 31 38 36 300 33 171 23 46 29 73 399 27 1068 72 31 84 25 120 35 59 27 25 54 20 70 71
internal_value=0 0.000206378 0.000399612 0.000255417 0.000337391 0.000129072 0.000277954 0.000412062 0.000340583 0.000391985 0.000381601 0.000429095 0.000203328 0.000402244 0.000387767 0.000248508 0.000425653 0.000380126 0.000102009 0.000117088 0.000157055 0.000217927 0.000395402 0.000267856 0.000308655 0.000377945 0.000206292 0.000381666 0.000370015 0.000386075
internal_weight=0 590 2531 361 422 229 180 2109 137 968 242 1141 224 797 497 149 1095 104 191 160 76 195 219 122 63 424 174 184 164 141
internal_count=3121 590 2531 361 422 229 180 2109 137 968 242 1141 224 797 497 149 1095 104 191 160 76 195 219 122 63 424 174 184 164 141
is_linear=0
shrinkage=0.00196078


Tree=9429
num_leaves=31
num_cat=0
split_feature=4 3 9 149 2 123 457 14 44 0 475 4 3 49 2 48 13 2 12 394 3 96 52 14 42 159 2 10 16 52
split_gain=0.202605 0.0693872 0.0599 0.0413342 0.0328149 0.0326279 0.0293864 0.0293181 0.029404 0.0431668 0.0633107 0.038814 0.0367452 0.0331119 0.0276054 0.0253409 0.0245309 0.02453 0.0208957 0.0208891 0.0171968 0.0171566 0.0190196 0.0206019 0.018982 0.017697 0.01756 0.0246732 0.0311407 0.0160903
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.17025000000000004 0.083965000000000012 0.31508000000000008 0.019675000000000002 0.081805000000000017 -0.13027499999999997 -0.029109999999999997 0.0033150000000000007 -0.015584999999999998 0.10084500000000002 0.25063000000000007 0.13723000000000002 0.084330000000000016 -0.090999999999999984 0.087695000000000009 -0.0065099999999999993 -0.15447499999999995 0.086715000000000014 -0.075329999999999994 -1.0000000180025095e-35 0.09112000000000002 0.11836500000000001 0.11704500000000001 0.039530000000000003 -0.5335399999999999 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 6 -1 7 8 9 10 -4 12 -12 -13 21 17 20 -11 29 -20 -9 22 -2 25 26 -24 27 28 -25 -19
right_child=3 -3 4 -5 -6 -7 -8 16 -10 15 11 13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021501919979610563 -0.0012158915045715514 0.0010892130939027993 -0.0026857783121522517 0.0052285125046702373 0.00039108190473846421 0.003037804356750308 0.00071060411497930309 0.0091318150415368709 0.0069959649042606251 0.0014898507498825591 -0.0018174946063663812 0.0070880598451539475 0.0032001992139999791 0.0020377988577820363 -0.0021961553456177089 0.00075556991621851923 0.0029133778605682894 0.0048804156259390158 0.0053969525265194973 0.0039991502184925452 0.0058479213066255815 -0.0012842190138707382 0.0049885900931466104 0.0017756104844832612 -0.00018048765982880637 0.0015443450359341046 0.00076044570813546813 2.4144202914266361e-05 0.0062950799955676 0.0034854626566495589
leaf_weight=22 21 75 20 28 22 27 23 23 38 30 20 37 54 20 22 20 20 817 117 1240 52 21 35 31 54 26 63 21 30 92
leaf_count=22 21 75 20 28 22 27 23 23 38 30 20 37 54 20 22 20 20 817 117 1240 52 21 35 31 54 26 63 21 30 92
internal_value=0 0.00408939 0.00417291 0.00154233 0.00423709 0.0007085 0.00426935 0.00430083 0.00423544 0.00419291 0.0025547 0.00335477 0.00184407 0.00531604 0.00122377 0.00429972 0.00602517 0.0043306 0.0043682 0.00411967 0.00685498 0.0014729 0.00167895 0.00191276 0.00141993 0.00352055 0.00201594 0.00298053 0.0039983 0.00473923
internal_weight=0 2769 2694 352 2645 49 2623 2600 2505 2467 151 131 74 57 324 2316 95 2296 2266 1357 75 302 281 260 199 61 145 82 61 909
internal_count=3121 2769 2694 352 2645 49 2623 2600 2505 2467 151 131 74 57 324 2316 95 2296 2266 1357 75 302 281 260 199 61 145 82 61 909
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=31
num_cat=0
split_feature=1 2 1 16 1456 10 3 12 34 2 150 10 4 160 13 14 157 0 48 0 1447 157 157 3 15 475 0 16 52 159
split_gain=0.165159 0.052557 0.039697 0.0353614 0.0261354 0.0236636 0.0220939 0.0240085 0.0222077 0.0229701 0.0206769 0.019079 0.0189802 0.0181946 0.0182452 0.0172344 0.015817 0.0175525 0.0276351 0.0354609 0.0291827 0.0265272 0.0194746 0.0198988 0.0289101 0.0181619 0.0164099 0.0315046 0.0163675 0.0159509
threshold=0.11866500000000001 0.15609500000000001 0.095950000000000021 0.5136400000000001 -0.00059999999999999995 -0.062879999999999978 0.30112000000000005 -0.42850999999999995 -0.038779999999999995 0.116525 1.0000000180025095e-35 0.069930000000000006 -0.04890499999999999 -0.081969999999999987 -1.0000000180025095e-35 0.062655000000000016 -0.48214999999999997 -0.07384499999999998 0.091150000000000023 -0.030209999999999997 -0.065079999999999985 -0.08107499999999998 -0.23976499999999998 0.090900000000000009 -0.085834999999999981 0.0030750000000000005 -0.071719999999999992 -0.080509999999999984 -0.45478499999999994 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -4 -6 8 -8 -2 11 13 -10 -11 14 -7 16 -1 22 20 -20 -19 -22 -18 25 -25 29 -23 -28 -29 -24
right_child=6 -3 3 -5 5 10 7 -9 9 12 -12 -13 -14 -15 -16 -17 17 18 19 -21 21 26 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0066512685269117357 -0.0005502462529958311 -0.0011869666441767053 0.0051866171254207278 0.0048347534936120998 0.0055707677309824663 0.0029489533551849238 0.0022386049619800524 -0.0010586952446395854 0.0043062287897093973 0.0042567206779494885 0.0011372737251396758 0.00078669406357221314 0.0009189759072108681 0.0022550506091630305 0.0066049715969711542 0.0053127493561727799 0.0012035088734701277 0.0067712792311795059 0.0033782667252056017 -0.0022225630965840536 -0.00023697272874414921 0.0015771827529160642 0.0041797685280440186 0.0041638954256016476 -0.00089321162755368283 0.0018541116000657593 0.0065786697861871558 0.0054086211518317995 0.0030913056106991292 0.0022266696875936592
leaf_weight=20 33 22 36 84 22 39 34 63 67 20 125 20 115 211 21 84 25 26 26 20 20 39 1518 26 20 36 35 35 236 43
leaf_count=20 33 22 36 84 22 39 34 63 67 20 125 20 115 211 21 84 25 26 26 20 20 39 1518 26 20 36 35 35 236 43
internal_value=0 0.00368127 0.00372026 0.00294997 0.00260124 0.00237858 0.0013816 9.70595e-05 0.00187023 0.00223004 0.00220123 0.00349714 0.00141346 0.00269199 0.00422856 0.00390787 0.00385233 0.00382574 0.00326158 0.000943123 0.00353434 0.00330376 0.00397354 0.00401569 0.00196515 0.00407475 0.00350902 0.00375524 0.00339059 0.00412597
internal_weight=0 2769 2747 538 454 418 352 97 255 222 396 87 135 271 60 2209 2125 2105 437 46 391 365 1668 1643 46 1597 345 306 271 1561
internal_count=3121 2769 2747 538 454 418 352 97 255 222 396 87 135 271 60 2209 2125 2105 437 46 391 365 1668 1643 46 1597 345 306 271 1561
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 4 49 1 14 12 1 0 40 1 1 475 157 43 50 15 3 12 1 1 4
split_gain=10.7379 1.66948 0.867818 0.794787 0.641767 0.535898 0.460101 0.393319 0.276593 0.218371 0.210623 0.202402 0.198979 0.161475 0.146734 0.130246 0.127481 0.108721 0.103308 0.0919387 0.0899267 0.0807294 0.0797371 0.0793625 0.0779412 0.107158 0.128587 0.092361 0.077191 0.0867914
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.10467500000000002 0.077845000000000011 0.14285500000000004 -0.062539999999999984 -0.054984999999999992 0.086920000000000011 0.062655000000000016 0.08401500000000002 0.16175000000000003 -0.22491999999999998 -0.077714999999999992 0.12958500000000003 0.13075500000000004 -0.08230999999999998 -0.41266499999999995 -0.080324999999999994 0.086295000000000011 0.040760000000000005 -0.097604999999999983 0.089410000000000003 1.0000000180025095e-35 0.12811000000000003 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 12 17 18 -4 16 -9 -2 13 -1 -14 23 -7 -3 -8 -5 -18 -22 -10 -6 25 26 -23 -26 29 -12
right_child=1 4 8 19 15 9 7 10 22 -11 28 -13 14 -15 -16 -17 20 -19 -20 -21 21 24 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00066636286366704813 0.00040540415930616504 0.00027704204467974582 0.00060831052498991085 0.00037395516667923371 0.00015162204356940361 0.00046773858362777923 0.000618509334676406 0.00050024257834051168 0.00042037834095915106 0.0004524292926621975 0.0003003013064107421 0.00060174833521332036 0.00053764386426898383 0.00077540857826962197 0.00063760131682975352 1.3249365475470501e-05 0.00068088519727720217 0.0001456894936387007 0.00042944163010985245 0.00023069744511184834 0.00070433925305094034 0.00042697306242393178 0.0002725582639230233 0.00028710760069934653 0.00061116067707076547 0.00059548029382762023 0.0005878951150078733 0.00073088404281633566 0.00022244057183685715 0.00041252955543894724
leaf_weight=1029 24 47 28 61 68 26 25 25 47 39 109 127 67 55 359 21 59 50 20 24 28 35 20 22 215 353 42 28 33 35
leaf_count=1029 24 47 28 61 68 26 25 25 47 39 109 127 67 55 359 21 59 50 20 24 28 35 20 22 215 353 42 28 33 35
internal_value=0 0.000351345 0.000628355 0.000485168 0.000281934 0.000635829 0.000323765 0.000368703 0.000444649 0.000595641 0.000331772 0.000570541 0.000657785 0.000671896 0.00062188 0.000152296 0.000602747 0.000209335 0.000534479 0.000333506 0.000607366 0.000601178 0.000376253 0.000184741 0.000596886 0.000581024 0.000514749 0.000624956 0.000307977 0.000327579
internal_weight=0 691 2430 236 455 2335 344 247 95 825 202 151 1510 1084 426 111 786 97 45 85 760 701 67 90 673 430 77 243 177 144
internal_count=3121 691 2430 236 455 2335 344 247 95 825 202 151 1510 1084 426 111 786 97 45 85 760 701 67 90 673 430 77 243 177 144
is_linear=0
shrinkage=0.00196078


Tree=9432
num_leaves=31
num_cat=0
split_feature=4 3 9 149 160 40 4 3 0 12 0 1447 1212 46 133 10 130 52 159 0 0 1 0 123 49 1373 1373 1429 1203 150
split_gain=0.171713 0.0569318 0.050326 0.0359414 0.0300377 0.0281675 0.0277684 0.0363071 0.0351564 0.0291138 0.026821 0.0581485 0.0282288 0.026117 0.0251035 0.0246618 0.0219965 0.0203846 0.019877 0.0289309 0.0233242 0.0390306 0.0266625 0.0331197 0.0307864 0.0189177 0.0292558 0.0182537 0.0184015 0.0175517
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.07770500000000001 0.079055000000000014 0.051255000000000002 -0.082249999999999976 0.11296500000000002 -0.019414999999999998 0.11650500000000001 -0.087414999999999979 -0.085804999999999979 0.089995000000000019 0.084955000000000017 0.061605000000000007 -0.079859999999999987 0.09721500000000001 0.084960000000000022 -1.0000000180025095e-35 -0.06563999999999999 -0.13027499999999997 0.083135000000000014 -0.14832499999999996 0.083855000000000013 -0.072814999999999977 0.075690000000000021 0.08789000000000001 -0.092414999999999983 0.10749000000000002 0.087000000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 -1 6 9 8 13 10 17 -12 16 18 -14 -2 -13 -4 19 -8 21 -20 24 -24 -23 27 -27 -22 -29 -26
right_child=3 -3 5 -5 -6 -7 7 -9 -10 -11 11 12 14 -15 -16 -17 -18 -19 20 -21 25 22 23 -25 29 26 -28 28 -30 -31
leaf_value=-0.0013618623195537206 -0.0012062585714514942 0.0010765213322980951 0.0072007062849934302 0.0048865791318738576 0.0036756612872704863 0.00097972503954224521 0.0047632019754632752 0.00025576097119984955 0.00053496617474593224 0.00083528040330358127 -0.00047222742578014734 0.0049617395888806211 0.003965686851581776 0.0074721511581446985 -0.00025237412413670903 0.0014749471260615552 0.0017257797695823353 0.0043654725426763652 0.0053228556996563802 0.0011657017496569703 0.0065369272245215659 0.0052708601931828591 -0.0032256163767583317 0.0023906577744388156 0.002938726236132662 0.0085338601443384378 0.0031897738296538594 0.003645928508818199 0.0067034668684937057 -0.0011118298629298807
leaf_weight=29 39 75 64 28 20 32 326 29 32 21 24 465 43 20 21 285 22 42 37 24 23 29 21 21 23 21 20 1245 20 20
leaf_count=29 39 75 64 28 20 32 326 29 32 21 24 465 43 20 21 285 22 42 37 24 23 29 21 21 23 21 20 1245 20 20
internal_value=0 0.00379411 0.00386977 0.00144926 0.00069427 0.0039286 0.00396471 0.00376713 0.00382124 0.00450257 0.00461566 0.0043462 0.00455608 0.00387808 0.00258164 0.00115221 0.00481556 0.00607731 0.0038388 0.00451652 0.00367853 0.0025008 0.00158487 -0.000417479 0.0027529 0.00381234 0.00592699 0.00374503 0.00369427 0.00105475
internal_weight=0 2769 2694 352 49 2645 2613 1911 1882 702 681 575 551 1850 64 324 487 106 1830 350 1480 151 114 42 72 1329 41 1288 1265 43
internal_count=3121 2769 2694 352 49 2645 2613 1911 1882 702 681 575 551 1850 64 324 487 106 1830 350 1480 151 114 42 72 1329 41 1288 1265 43
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 47 1 4 0 49 2 1 1 12 3 4 2 49 399 0 4 3 2 12 16 47 14 1
split_gain=9.05007 1.40193 0.906552 0.714102 0.509742 0.383949 0.283646 0.251616 0.247535 0.191055 0.168227 0.250088 0.164074 0.142637 0.137753 0.122715 0.100795 0.0966612 0.0870467 0.0804283 0.0707067 0.0686082 0.068625 0.0680411 0.0655734 0.0855928 0.086027 0.0649353 0.075737 0.0776039
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.093575000000000019 0.40473500000000007 -0.10607499999999999 0.082865000000000008 0.13501500000000002 0.16175000000000003 0.083135000000000014 0.09141500000000001 0.11924500000000002 -0.52556499999999995 0.094835000000000017 -0.072814999999999977 0.091580000000000009 -0.060129999999999996 0.00063500000000000004 -0.14847999999999997 0.14285500000000004 -1.0000000180025095e-35 -0.27167499999999994 0.078345000000000012 -0.23083499999999998 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 10 13 18 -6 11 14 16 24 -1 17 -7 -12 -5 -16 21 22 -17 -19 25 -4 -27 28 -3 -30
right_child=1 2 7 8 9 12 -8 -9 -10 -11 15 -13 -14 -15 19 20 -18 23 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00066043409589715458 0.00066676203918838409 0.00047346479168125228 0.00028401729088094857 0.00069501771386672206 0.00062019362074392588 0.00064480955891552127 0.00080598239557955241 0.00045182805826219226 0.00043630200018193212 0.00043683254562323036 0.00083676214895996395 0.00076788801808337398 0.00050459694755982374 0.00014385444207824414 0.00061713305210658149 0.00067558812212662519 0.00050204143293348014 0.00058589790454682182 0.00055359245566178087 0.00046662654094075263 0.00076814193668123937 0.00057421357144258971 0.00060246013819986819 0.00070128327436093645 0.00024987309416095818 0.00028776190736714533 0.00045492147209476666 0.000472346624686409 0.00038885740688888537 0.00027520840606686111
leaf_weight=41 76 32 86 27 74 385 78 37 60 31 20 33 39 27 20 367 20 20 44 43 24 34 57 1118 78 20 29 41 132 28
leaf_count=41 76 32 86 27 74 385 78 37 60 31 20 33 39 27 20 367 20 20 44 43 24 34 57 1118 78 20 29 41 132 28
internal_value=0 0.000415524 0.000384477 0.000669833 0.000452628 0.000677856 0.000690253 0.000301319 0.00052902 0.000566058 0.000685174 0.000619166 0.000626063 0.000278115 0.000571975 0.000690688 0.000637759 0.00070163 0.000607374 0.000514406 0.000664398 0.000658961 0.000665757 0.000699255 0.000295134 0.000321285 0.000386693 0.000401511 0.000386385 0.000368969
internal_weight=0 691 615 2430 338 2299 1855 277 131 105 1777 137 444 240 104 1640 405 1158 71 63 482 458 424 1138 213 135 49 233 192 160
internal_count=3121 691 615 2430 338 2299 1855 277 131 105 1777 137 444 240 104 1640 405 1158 71 63 482 458 424 1138 213 135 49 233 192 160
is_linear=0
shrinkage=0.00196078


Tree=9434
num_leaves=31
num_cat=0
split_feature=1 2 2 0 4 11 2 11 0 52 1 47 402 40 13 49 151 400 1424 158 51 3 4 1446 160 42 43 43 3 133
split_gain=0.176697 0.0507495 0.0348198 0.0305358 0.0321971 0.0303266 0.0347747 0.0328745 0.027749 0.0270477 0.0241338 0.0222698 0.0223694 0.0214487 0.020572 0.018669 0.030205 0.0175124 0.017124 0.0180541 0.0191696 0.0249089 0.0193636 0.0426449 0.0335444 0.0233945 0.0238362 0.0247434 0.021007 0.0209483
threshold=0.11866500000000001 0.10045500000000002 0.15609500000000001 -0.13843999999999998 0.42642000000000008 0.080455000000000013 -0.0091949999999999983 0.085155000000000022 -0.07384499999999998 -1.0000000180025095e-35 0.16773500000000005 0.085505000000000012 0.091530000000000014 -0.0087249999999999984 -0.14179999999999995 -0.088694999999999982 0.015440000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.080150000000000013 -0.090529999999999985 -0.087909999999999988 -0.082249999999999976 0.08376500000000002 -0.014869999999999998 0.088465000000000002 -0.0051099999999999991 0.05259500000000001 -0.084524999999999975 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 15 6 8 -7 -1 -9 11 12 -2 -13 -5 -3 -17 18 19 20 21 -8 23 24 -22 26 28 -28 29 -26
right_child=10 2 -4 14 -6 7 17 9 -10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0046200873876183204 0.0015479707756552951 0.004477699755225331 -0.00072960526237941608 0.0011791071676028272 0.0058205729134247772 0.0088840486095120609 -0.00041266043670475485 0.0070168142532929774 0.00079727590390989047 0.0018160702998284252 -0.0015754562569782139 0.00062553786620911627 -0.0018758309301033262 0.0039305242677477913 0.0038821617001152903 0.0018534861993059707 -0.0023772634856868537 0.0060057024005800491 0.0070559587085153906 0.0049972167436951251 0.0082744751410590931 0.0034293217725159288 0.003891550233226293 0.0012576231930958757 0.0072869083772485084 0.0071401757123466169 0.0012880815838884918 0.0050127335929221681 0.0078828122265721581 0.0042513874621845742
leaf_weight=29 209 20 22 30 21 28 20 20 55 20 23 27 21 72 458 108 20 52 20 206 29 108 1132 33 26 36 42 31 22 181
leaf_count=29 209 20 22 30 21 28 20 20 55 20 23 27 21 72 458 108 20 52 20 206 29 108 1132 33 26 36 42 31 22 181
internal_value=0 0.00393485 0.00318375 0.0033148 0.00215632 0.00417886 0.004109 0.00625604 0.00211706 0.00441644 0.00155621 0.00177514 0.00123536 0.00302916 0.00371599 0.00163639 0.00119243 0.00419534 0.00414543 0.00411423 0.00400466 0.00282901 0.00410288 0.00470096 0.00501058 0.00473054 0.0044433 0.00286978 0.0049449 0.00463266
internal_weight=0 2769 679 657 169 2090 2022 68 84 40 352 329 230 99 488 148 128 1938 1886 1866 1660 128 1532 400 367 338 302 73 229 207
internal_count=3121 2769 679 657 169 2090 2022 68 84 40 352 329 230 99 488 148 128 1938 1886 1866 1660 128 1532 400 367 338 302 73 229 207
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 2 2 123 2 2 4 14 43 3 50 475 156 15 1 2 1 16 40 15 1 1 156 160 150 0
split_gain=13.9968 2.34234 1.32335 1.00475 0.851537 0.587903 0.536068 0.432149 0.395494 0.380875 0.374662 0.327356 0.254454 0.175496 0.154915 0.148452 0.158338 0.147895 0.236821 0.132905 0.269452 0.108676 0.0849771 0.0885814 0.0842809 0.082251 0.0817541 0.0773591 0.0768752 0.151963
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.095545000000000005 0.10045500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.14285500000000004 0.14285500000000004 0.40945500000000007 0.062655000000000016 -1.0000000180025095e-35 -0.014944999999999998 0.086295000000000011 -0.066784999999999983 1.0000000180025095e-35 0.040760000000000005 0.093100000000000002 0.089775000000000008 0.081315000000000012 -0.45661999999999997 -1.0000000180025095e-35 -0.033689999999999991 0.14699000000000004 0.091785000000000019 0.10499000000000001 -0.067824999999999983 0.091355000000000006 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 13 12 8 15 10 22 19 -1 -3 24 -5 17 18 21 25 -21 -17 -4 -24 -11 -8 -18 -12 -6 -30
right_child=1 2 9 7 28 -7 11 -9 -10 14 27 -13 -14 -15 -16 16 26 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00046060043832903775 0.00073433617673914257 0.00051498114377917614 0.00035024679348091869 0.00077226121868022995 0.00039979867114836321 0.00069137328616765414 0.00076636991251427425 0.00047366051908282153 0.00048216319562892568 0.00020336406104955805 0.00035514017955504633 0.00088594120994112851 0.00069409106503422408 0.00028748471885853169 0.00032822913141612384 0.00077376309389988408 0.00085614155125773807 0.00071538215562480414 0.00047963285775533125 0.00073457566554124029 0.00054859194848675384 0.00064226550179496348 0.00059094937846941099 0.00041064790418079375 8.3328376722533701e-05 0.00072098074956503859 0.00071069043131555482 0.00022330038865631187 0.00045501763482832885 0.00025152653881263309
leaf_weight=34 76 32 24 68 146 74 1115 45 39 46 22 72 38 22 22 27 24 131 33 324 33 230 20 22 44 178 39 77 21 43
leaf_count=34 76 32 24 68 146 74 1115 45 39 46 22 72 38 22 22 27 24 131 33 324 33 230 20 22 44 178 39 77 21 43
internal_value=0 0.000409588 0.000369457 0.000725852 0.000451797 0.000577857 0.000749591 0.000658888 0.000672992 0.000268984 0.000328887 0.000756522 0.000583832 0.000422297 0.000180734 0.000686474 0.000674421 0.000660702 0.000636002 0.000750875 0.000717384 0.00065608 0.000443321 0.000496506 0.00014468 0.000760121 0.0007661 0.000252598 0.00037496 0.000318297
internal_weight=0 691 615 2430 338 128 1794 636 591 277 165 1722 72 54 112 552 484 421 290 1650 357 257 66 42 90 1293 63 99 210 64
internal_count=3121 691 615 2430 338 128 1794 636 591 277 165 1722 72 54 112 552 484 421 290 1650 357 257 66 42 90 1293 63 99 210 64
is_linear=0
shrinkage=0.00196078


Tree=9436
num_leaves=31
num_cat=0
split_feature=4 3 2 9 149 44 147 2 42 15 157 1210 1186 403 14 0 15 41 123 3 3 13 15 3 15 3 403 483 16 0
split_gain=0.188794 0.0607619 0.0481017 0.0329974 0.0298576 0.024076 0.0255707 0.0223242 0.0216401 0.0213519 0.0322032 0.0255218 0.0220367 0.0579045 0.0247755 0.0244299 0.0533384 0.026264 0.025533 0.0239888 0.0217155 0.0198392 0.0365275 0.0236624 0.0221997 0.0216833 0.0225742 0.0209138 0.0191191 0.0180793
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 -1.0000000180025095e-35 0.07770500000000001 0.081805000000000017 0.090635000000000007 0.25063000000000007 0.11934000000000002 0.013270000000000002 -0.0091799999999999989 -0.0084249999999999985 0.060550000000000007 0.085340000000000013 0.08104500000000002 -0.10324499999999999 -0.015744999999999999 1.0000000180025095e-35 0.083935000000000023 0.097915000000000016 -0.047929999999999993 0.054800000000000008 0.099260000000000015 -0.15447499999999995 0.083195000000000005 -0.090164999999999981 -1.0000000180025095e-35 0.11494000000000001 -0.079734999999999986 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 8 -2 9 11 -11 -5 14 -14 15 16 19 18 -17 -13 21 23 25 -12 -25 26 -23 -26 -10 -30
right_child=4 -3 -4 5 -6 -7 -8 -9 28 10 20 12 13 -15 -16 17 -18 -19 -20 -21 -22 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.00162188150267563 0.0015973427122055409 0.0012952452880175165 -0.00037267198153447521 0.0013226920190253155 0.0047769733328355615 0.0067664796749963181 0.0017222102440427991 -0.0017021394398232751 0.0045744557904715578 0.0080760398948634109 0.0080466214717307607 0.0032700467234357232 -0.0019042898501668657 0.005097113785989307 0.0077084059361368423 0.0045328780076962141 -0.001760728459339589 0.0015708459153150518 0.001892039132010388 0.0069499980495311324 0.0068336894549957368 0.0033057422012191372 -0.00031451474389304287 0.0019397740732998619 0.004756519631619896 0.0014025756015061317 0.0069032102886756709 0.0019272652903088818 0.00016982206213993559 0.0034799849621556475
leaf_weight=48 302 75 23 33 28 38 40 22 41 27 20 155 21 27 20 1002 20 33 38 20 41 37 23 31 808 22 33 27 33 33
leaf_count=48 302 75 23 33 28 38 40 22 41 27 20 155 21 27 20 1002 20 33 38 20 41 37 23 31 808 22 33 27 33 33
internal_value=0 0.00410276 0.00418092 0.00422013 0.00164405 0.00426768 0.00423095 0.0013733 0.00427038 0.00433147 0.00466637 0.00406996 0.00413782 0.002034 0.00421622 0.00416114 0.0031315 0.00434826 0.00443639 0.00369061 0.00457802 0.00448563 0.00324992 0.00464602 0.00456748 0.00414103 0.00500169 0.00466503 0.00287847 0.0018249
internal_weight=0 2769 2694 2671 352 2623 2585 324 2545 2438 1069 1369 1336 48 1288 1268 195 1073 1040 175 1042 1001 115 886 866 92 70 835 107 66
internal_count=3121 2769 2694 2671 352 2623 2585 324 2545 2438 1069 1369 1336 48 1288 1268 195 1073 1040 175 1042 1001 115 886 866 92 70 835 107 66
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=31
num_cat=0
split_feature=1 2 12 4 12 1 4 12 2 1 2 41 4 50 47 13 52 1 2 3 51 474 14 0 4 4 4 16 12 16
split_gain=9.01118 1.15018 0.974564 0.85832 0.596586 0.5158 0.394297 0.35324 0.235763 0.209166 0.209136 0.188502 0.183513 0.164737 0.147669 0.139452 0.13547 0.125155 0.113482 0.176061 0.110618 0.109901 0.10573 0.0948932 0.0868846 0.0864568 0.0859115 0.0816288 0.098186 0.0851559
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.27287000000000006 0.085055000000000006 0.092845000000000025 -0.17966999999999997 0.090285000000000018 0.11389000000000002 0.12000500000000001 0.13501500000000002 0.075585000000000013 -0.0096849999999999974 0.041865000000000006 0.077555000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.12765500000000005 0.10402500000000002 -0.0043399999999999992 -0.10056999999999998 0.084660000000000027 -0.41790499999999997 -0.093584999999999988 0.0082450000000000006 -0.036839999999999991 0.024790000000000003 -0.039889999999999988 -0.07983999999999998 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 15 8 -7 11 14 -5 12 -4 23 -3 20 24 18 25 19 -8 -1 27 -11 -9 -2 -6 -17 29 -29 -22
right_child=1 13 7 9 17 6 16 10 -10 22 -12 -13 -14 -15 -16 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00064563716441901856 0.00025421079694180112 9.7924438445297002e-05 0.00060243605668505761 0.00032296031910790927 0.00064287957607531078 0.00061641667059072266 0.00032356812982823198 0.00068507199495227312 0.00035235265870114116 0.00030109667928800697 0.00041111294902487777 0.00071039405577792269 0.00052011275758276148 0.00026359151330551293 0.00067777882854477703 0.00049038963021934875 0.00050550439741973779 0.00038859631796133766 0.00027147781960466967 0.00052722609857572061 0.00060441585586351512 0.00038167185862274727 0.00016294755886950453 0.00057562650069243031 0.00039362389017102918 0.00051531128347942642 0.00032665139751478949 0.00048160372374981056 0.00065133496734503008 0.00045500863761825357
leaf_weight=31 68 100 1075 87 30 28 51 32 23 28 36 66 268 30 35 28 22 21 55 24 20 20 89 632 23 64 22 20 38 55
leaf_count=31 68 100 1075 87 30 28 51 32 23 28 36 66 268 30 35 28 22 21 55 24 20 20 89 632 23 64 22 20 38 55
internal_value=0 0.000299008 0.000568096 0.000345031 0.00042064 0.000482082 0.000402597 0.000585307 0.000541203 0.00025015 0.000557757 0.000608681 0.000563421 0.000136155 0.000561037 0.000335155 0.000363209 0.000525451 0.000339128 0.000388739 0.00053883 0.00051719 0.000196009 0.000580901 0.000289447 0.000556025 0.000418345 0.000537568 0.000592807 0.000494851
internal_weight=0 590 2531 460 256 422 180 2109 242 204 968 1141 932 130 219 141 152 115 130 75 184 153 117 664 91 94 50 133 58 75
internal_count=3121 590 2531 460 256 422 180 2109 242 204 968 1141 932 130 219 141 152 115 130 75 184 153 117 664 91 94 50 133 58 75
is_linear=0
shrinkage=0.00196078


Tree=9438
num_leaves=31
num_cat=0
split_feature=1 2 2 0 4 30 11 11 2 3 12 52 34 2 10 13 4 12 401 48 48 50 1443 1443 1420 1429 133 484 151 475
split_gain=0.194384 0.0551429 0.0297128 0.0323801 0.0286588 0.0269573 0.0237084 0.0270202 0.0234276 0.0231306 0.0289245 0.021733 0.0210228 0.0265429 0.0210304 0.0191208 0.0162393 0.0163385 0.0160073 0.0153302 0.0230633 0.0153247 0.0171002 0.02265 0.0187282 0.0201981 0.0541622 0.0523274 0.025479 0.025373
threshold=0.11866500000000001 0.10045500000000002 0.15609500000000001 -0.13843999999999998 0.42642000000000008 0.086065000000000016 0.080455000000000013 0.085155000000000022 -0.090999999999999984 0.31299000000000005 -0.42850999999999995 -1.0000000180025095e-35 -0.038779999999999995 0.116525 0.069930000000000006 -0.14179999999999995 -0.04890499999999999 -0.081419999999999979 0.084905000000000022 -0.065739999999999979 0.078735000000000013 -0.23452499999999996 0.090755000000000016 0.084655000000000022 -0.080064999999999983 0.084770000000000012 0.085265000000000021 0.073690000000000019 0.009020000000000002 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 19 6 8 -8 -1 12 -11 -9 -2 14 -14 -5 -15 -18 21 -3 -21 -10 23 24 -23 28 27 -27 29 -26
right_child=9 2 -4 15 -6 -7 7 11 18 10 -12 -13 13 16 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018287321436218917 -0.00025294647784903648 0.003883882473227069 -0.00027563666226342319 0.0014277741790283472 0.005724516781247942 0.0013490022409000787 0.0086379523729972017 0.0069185650367580816 0.0068703629076480865 0.0025629875871613075 -0.0011223429818065804 0.0022566969809122385 0.0046705833571500828 0.0041654065085042803 0.00097544178075622775 0.0040337471716629493 0.0031721057005537055 0.00047737422916624281 0.0052460994024814047 -0.0012276482153018671 0.0020501227897155964 0.0063142636159386192 0.0014357854215805198 0.0068245773775769125 0.0061721077160532215 0.0041661096853204075 0.0050984226533078722 -0.0026375389729554836 0.0022127256597486212 0.0042723397194054978
leaf_weight=36 33 28 22 30 21 29 28 20 23 34 57 20 67 21 20 458 30 90 202 28 92 43 21 35 74 20 49 26 57 1407
leaf_count=36 33 28 22 30 21 29 28 20 23 34 57 20 67 21 20 458 30 90 202 28 92 43 21 35 74 20 49 26 57 1407
internal_value=0 0.00412229 0.00333936 0.00346041 0.00226746 0.00437665 0.00441925 0.00625541 0.0043566 0.00162744 0.000254594 0.00458763 0.0021061 0.00244754 0.00382113 0.00387354 0.0016 0.00115106 0.0044031 0.00177693 0.00128531 0.00430607 0.00427202 0.00430683 0.00425425 0.00420001 0.00278494 0.000320569 0.00428741 0.00436726
internal_weight=0 2769 679 657 169 2090 2061 68 1993 352 91 40 261 228 87 488 141 120 1957 148 120 1755 1732 1711 1676 1633 95 46 1538 1481
internal_count=3121 2769 679 657 169 2090 2061 68 1993 352 91 40 261 228 87 488 141 120 1957 148 120 1755 1732 1711 1676 1633 95 46 1538 1481
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=31
num_cat=0
split_feature=1 2 0 106 1 132 49 149 0 43 4 12 43 16 10 2 41 4 10 132 123 4 4 457 159 159 156 457 13 13
split_gain=0.158273 0.040795 0.029207 0.024364 0.0239342 0.0206111 0.0197687 0.0191579 0.0243115 0.0384877 0.0316126 0.0315194 0.0225766 0.0182551 0.017643 0.028253 0.0303615 0.0274806 0.0262762 0.0213552 0.0173973 0.0161176 0.0181945 0.0155396 0.0153832 0.0333387 0.02291 0.0209103 0.0202678 0.0220653
threshold=0.11690500000000002 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.16773500000000005 0.10240500000000001 0.13173000000000004 0.07770500000000001 -0.068604999999999985 -0.081454999999999986 -0.27825499999999997 0.091625000000000012 -0.041049999999999996 0.18438500000000005 1.0000000180025095e-35 0.116525 0.082095000000000015 0.51164000000000009 -1.0000000180025095e-35 0.091440000000000007 0.085290000000000019 -0.111605 0.063160000000000008 0.045365000000000009 0.11389500000000001 0.082105000000000025 0.087205000000000019 0.085090000000000013 0.049530000000000012 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 7 14 6 -4 8 24 11 13 -10 -12 -11 15 18 19 -16 -2 21 23 -17 -23 -3 25 28 27 -27 -1 -30
right_child=4 2 5 -5 -6 -7 -8 -9 9 10 12 -13 -14 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0040782143406512044 0.0012299406044702565 0.0029601251390219355 0.0037638748316148902 0.00082572495797649025 -0.0015594437839868277 0.00091717336326837542 0.00080621408997103581 0.0063205065150909569 0.0023598526652098043 0.0077136981978335175 0.0043724666829362061 -0.0024279681232292206 0.00091234236646083782 0.0042462342361710512 -0.0027318177234736227 0.0038300391995226557 0.0050999594881432136 0.0021751411989098415 0.0045885368711562034 -0.0020865696249529721 -0.00087538260933277864 -0.00087530486560307265 0.0016214434072527842 0.00061134750111505574 0.0024938631697647997 0.0066498390101291729 0.0030939948632294546 0.0031245244230376557 0.0018572015290070948 0.0042150584152820976
leaf_weight=1486 36 90 387 25 23 31 24 34 44 22 33 20 44 49 21 23 20 25 66 20 21 39 116 41 62 106 32 20 90 71
leaf_count=1486 36 90 387 25 23 31 24 34 44 22 33 20 44 49 21 23 20 25 66 20 21 39 116 41 62 106 32 20 90 71
internal_value=0 0.00372553 0.00299242 0.00392921 0.0015696 0.00340362 0.00359116 0.00396593 0.00392743 0.00291262 0.00379866 0.000863659 0.00239525 0.00532066 0.00176623 0.00202947 0.00138674 -6.49922e-05 0.00340315 0.00101167 0.00179667 0.00135978 0.000993229 0.00222501 0.00404266 0.00409586 0.00548343 0.00609027 0.00396275 0.002897
internal_weight=0 2732 594 2138 389 442 411 2113 2079 212 148 64 77 71 366 320 218 46 102 198 152 178 155 131 1867 1805 158 126 1647 161
internal_count=3121 2732 594 2138 389 442 411 2113 2079 212 148 64 77 71 366 320 218 46 102 198 152 178 155 131 1867 1805 158 126 1647 161
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=31
num_cat=0
split_feature=4 3 9 13 149 14 39 15 4 3 49 3 16 48 0 48 14 15 9 12 42 43 13 3 42 131 159 1453 42 160
split_gain=0.129331 0.0407893 0.0336574 0.0280493 0.024491 0.0218029 0.0237701 0.028652 0.0240521 0.0378938 0.0560618 0.0232463 0.0346053 0.0212772 0.0237026 0.0351762 0.0269187 0.0257071 0.0228265 0.0198242 0.0182396 0.0211343 0.0196986 0.0400044 0.0198738 0.0268557 0.0226544 0.0221648 0.0218091 0.0186988
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 -0.01163 0.07770500000000001 -0.23960999999999996 0.10076500000000001 -0.033689999999999991 -0.068329999999999988 0.092670000000000016 -0.061079999999999988 -0.14989499999999997 -0.5315899999999999 -0.074214999999999989 -0.10474999999999998 0.12118000000000002 -0.47071999999999997 -0.44764999999999994 -0.073554999999999995 -0.064509999999999984 0.11649000000000002 -0.23229999999999998 -0.014169999999999999 -0.096544999999999978 0.083995000000000014 0.082750000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083715000000000026 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 -4 8 -8 -7 11 -11 -10 -13 -2 15 17 -16 19 -18 -15 21 -14 23 -23 25 28 27 -26 -25 -29
right_child=4 -3 5 -5 -6 6 7 -9 9 10 -12 12 20 14 16 -17 18 -19 -20 -21 -22 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.0030580869691430755 -0.0011302204717559597 0.0010403767531776491 0.0066621484431726415 -0.001736030828855608 0.0041430797145169769 0.0038100547921028523 0.0030703124328993444 -0.0014031577479644594 0.00068177156446670945 0.0046691867776892408 -0.0017382560556547509 0.0073017337613485072 0.0053009862611493605 -0.0002149603640039762 0.0032961666193460264 -0.00089989747405828295 -0.0029174989201816394 0.0051676027844984873 0.0005864794962690212 0.0039921938829744858 0.0015995152926188895 -0.00065598641733892937 0.0026392267911952722 0.0034820773800247878 0.0074946837499737743 0.0079711494667987753 0.0030385867059411842 0.0046389113163424296 0.0063024541486002925 0.0022591759015441588
leaf_weight=26 39 75 21 23 28 1164 41 22 33 22 36 22 55 24 31 24 22 43 120 21 60 22 329 115 20 21 463 117 36 46
leaf_count=26 39 75 21 23 28 1164 41 22 33 22 36 22 55 24 31 24 22 43 120 21 60 22 329 115 20 21 463 117 36 46
internal_value=0 0.00334065 0.00340469 0.000807787 0.00130565 0.0034528 0.00342712 0.00150815 0.00347432 0.00319459 0.000692153 0.00330298 0.00336921 0.00106044 0.00136021 0.00249363 0.000626438 0.00341914 4.36096e-05 0.00174838 0.00330183 0.00338528 0.00329515 0.00355205 0.00366523 0.00462047 0.00341089 0.00435283 0.00415449 0.00396733
internal_weight=0 2769 2694 49 352 2645 2624 63 2561 1397 58 1339 1306 324 285 112 173 88 142 45 1284 1224 1169 840 818 172 646 183 151 163
internal_count=3121 2769 2694 49 352 2645 2624 63 2561 1397 58 1339 1306 324 285 112 173 88 142 45 1284 1224 1169 840 818 172 646 183 151 163
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 3 14 16 15 149 16 484 4 52 13 128 42 1455 52 48 0 11 15 475 160 14 1419 12 403 13
split_gain=0.105532 0.0372107 0.0282858 0.0260636 0.0293557 0.0216847 0.0192579 0.0229427 0.0280883 0.0265057 0.019074 0.0304228 0.0256692 0.0220794 0.0397974 0.0218687 0.0191686 0.0242492 0.0185105 0.0201366 0.0373929 0.0350306 0.0372497 0.020629 0.041778 0.0205921 0.0194825 0.0177056 0.017194 0.0184184
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.42240500000000009 -0.47013499999999991 -0.42170999999999997 -0.42198999999999992 0.07770500000000001 -0.071359999999999993 -0.011854999999999999 -0.0078799999999999981 0.5140450000000002 -0.070999999999999994 0.11170500000000001 0.11551500000000002 0.10752500000000002 -0.53299999999999992 0.092150000000000024 -0.057069999999999989 0.077695000000000014 0.024640000000000006 -0.088274999999999978 -0.012569999999999998 0.062655000000000016 0.085980000000000015 0.092255000000000018 0.092070000000000013 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 6 -2 9 -9 27 11 12 -1 15 -15 16 17 18 26 21 -21 23 -23 24 -20 28 -12 -8 29 -25
right_child=3 -3 -4 4 -6 -7 7 8 -10 -11 13 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0079159190024559699 0.003589518547344666 -0.00031785574630537831 0.00096655955463315231 0.0036150873637010453 5.7109272121592903e-05 -0.0021956317554450715 0.0015202309817076906 -0.0028091171496164276 0.00088721207212074662 0.0047735485259354825 0.0033908082524021668 0.0032556854037319588 0.0041924049765917895 0.0033012573392345356 -0.0026321588328573854 -0.00025734870411854772 0.0015798163123448225 0.0064585912263109575 -0.0019307422842830423 0.0025099542008550565 -0.0016149910979528122 0.0034064518190765137 0.0089779340299719484 0.0039903339932335531 0.0039748118279258849 7.5071973412338161e-05 0.0057951387446254637 -0.0015072715546314917 0.0050802434639384353 0.0027759853580731648
leaf_weight=24 26 33 63 78 33 23 99 34 52 21 144 1018 81 26 20 21 90 21 25 142 26 30 20 154 23 23 44 24 42 661
leaf_count=24 26 33 63 78 33 23 99 34 52 21 144 1018 81 26 20 21 90 21 25 142 26 30 20 154 23 23 44 24 42 661
internal_value=0 0.00301977 0.00306059 0.00126125 0.00255731 0.000745612 0.00100986 0.000718252 -0.000574127 0.00149009 0.00311066 0.00342284 0.00504349 0.00287879 0.000721511 0.00294648 0.00299304 0.0030869 0.00303383 0.00288295 0.00187157 0.00305669 0.00563504 0.00291777 0.000899002 0.00302788 0.00395352 0.000929499 0.00310713 0.00300545
internal_weight=0 2731 2698 390 111 279 256 230 86 144 2635 1123 105 1512 46 1466 1445 1355 1334 1146 168 978 50 928 48 880 188 123 857 815
internal_count=3121 2731 2698 390 111 279 256 230 86 144 2635 1123 105 1512 46 1466 1445 1355 1334 1146 168 978 50 928 48 880 188 123 857 815
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=31
num_cat=0
split_feature=4 2 123 52 159 2 150 14 3 16 1452 158 484 2 49 150 151 4 4 15 12 13 132 13 52 457 1454 1446 158 2
split_gain=0.0854812 0.0301407 0.0251143 0.0211115 0.0237781 0.0199067 0.0190763 0.0186911 0.0177864 0.017152 0.024608 0.0264337 0.0290044 0.0277697 0.0216062 0.0199312 0.0209769 0.0180796 0.0323389 0.0466125 0.0254918 0.0212947 0.0178315 0.0165279 0.0238579 0.020311 0.0199406 0.039356 0.0227822 0.0233556
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 0.039215000000000007 0.10600500000000002 0.16394500000000004 0.12068000000000002 -0.24175999999999997 0.20828500000000003 -0.071854999999999988 0.091225000000000014 0.10868000000000001 -0.0082299999999999995 0.11144000000000001 -0.0087849999999999977 0.087675000000000017 -0.0064299999999999991 0.024790000000000003 0.056795000000000005 -0.064294999999999977 -0.093619999999999995 0.26424500000000006 0.086775000000000005 -0.083894999999999983 -0.56176499999999996 -0.09139499999999999 0.083800000000000013 0.086015000000000008 0.065940000000000012 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -2 -1 9 10 11 12 -9 14 15 -14 -17 20 19 -19 -11 22 23 26 -25 -26 27 28 29 -22
right_child=3 -3 -4 4 -6 -7 -8 8 -10 17 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0055603448029917981 0.00069605497592097911 -0.00028607014145095357 -0.0006103617472531783 0.0032535786561381356 5.1398295909166336e-05 -0.0017180913897802035 0.003780712733185448 0.0051028631268041757 0.0008495835597083593 -0.00017913147984093789 0.0064841006616396567 -0.00012208015317670428 -0.0001742150851113852 0.0055474016477819535 0.003011386302770167 0.0049480862303070078 0.00062889837744561114 0.0017453853982723354 0.0028336599543371112 -0.0034336716781836005 0.006001073486086997 0.0054026530124247074 0.0013338888097430093 0.004705972312018275 0.0054531342339363296 0.0023729647729659469 0.00066603575285834429 0.0070317439644807774 1.8549456726759672e-05 0.0031326294103734831
leaf_weight=24 226 33 22 78 33 31 22 68 48 30 21 26 43 40 850 23 22 57 102 25 33 30 88 50 22 796 24 31 20 203
leaf_count=24 226 33 22 78 33 31 22 68 48 30 21 26 43 40 850 23 22 57 102 25 33 30 88 50 22 796 24 31 20 203
internal_value=0 0.00271779 0.00275453 0.00113512 0.00230158 0.000671051 0.000969694 0.00278219 0.00275705 0.00279221 0.00309397 0.00302756 0.00310585 0.002967 0.00285696 0.00136535 0.00283648 0.00257393 0.00164499 0.000166405 0.00270274 0.0027694 0.00270705 0.00280954 0.00258542 0.00245581 0.00343505 0.0036666 0.0032591 0.00353373
internal_weight=0 2731 2698 390 111 279 248 2676 2652 2604 1093 1072 1046 978 938 88 45 1511 184 82 1327 1297 1267 1179 868 818 311 287 256 236
internal_count=3121 2731 2698 390 111 279 248 2676 2652 2604 1093 1072 1046 978 938 88 45 1511 184 82 1327 1297 1267 1179 868 818 311 287 256 236
is_linear=0
shrinkage=0.1


Tree=9443
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 1 2 2 2 4 0 15 4 475 0 150 156 3 160 158 1 1 48 15 47 42 4
split_gain=6.45937 0.978953 0.602907 0.580884 0.368305 0.348525 0.21861 0.184479 0.177071 0.157387 0.141642 0.130749 0.107243 0.12534 0.107819 0.103771 0.0904133 0.0890897 0.0831905 0.0816262 0.090448 0.119049 0.0717797 0.0506482 0.0489824 0.0481656 0.0480829 0.0468147 0.0464916 0.0457678
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.14122000000000004 0.11474000000000002 0.14838000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.40945500000000007 -0.066784999999999983 -0.079119999999999982 1.0000000180025095e-35 -1.0000000180025095e-35 -0.097174999999999984 -0.071139999999999995 0.085030000000000008 0.11588000000000001 0.083345000000000016 0.081805000000000017 -0.10091499999999999 0.090100000000000013 0.088295000000000012 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 27 6 12 11 -5 16 23 15 13 14 -1 -4 -7 28 -18 -19 21 -21 24 -6 -14 -10 -26 -3 -15 -2
right_child=1 2 7 8 10 9 -8 -9 25 -11 -12 -13 22 17 -16 -17 18 19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00050309266631458935 0.00048407562865930445 0.00020955456532641194 0.00023429970502496285 0.00043376674275605282 0.00044850588522174143 0.0004929852363472529 0.00056952211611041299 0.00027003410215172214 0.00017795133384650733 0.0002915938334055833 0.00023243638304110885 5.8922692946665749e-05 0.00042247809433628298 0.00048818118693971178 0.00034233087482901799 0.00012267469645023274 0.00041591072589883032 0.00055927765720030845 0.00029843987060674263 0.00026396312413440234 0.00045656534537156758 0.00042988030568641775 0.0004966834871030887 0.00034688715062110255 0.00040037794269962246 0.00028672178326608825 0.00027020195757573032 0.00028953270388897717 0.00045915217866518318 0.00037499588090721185
leaf_weight=23 50 191 45 28 44 55 79 37 24 41 24 84 81 895 53 111 318 24 25 23 319 60 33 33 24 45 20 33 278 21
leaf_count=23 50 191 45 28 44 55 79 37 24 41 24 84 81 895 53 111 318 24 25 23 319 60 33 33 24 45 20 33 278 21
internal_value=0 0.000234055 0.000208373 0.000450955 0.00026566 0.00045709 0.00046853 0.000141159 0.000302255 0.000407267 0.00036396 0.000121291 0.000464177 0.000468783 0.000390982 0.000154874 0.000419183 0.000472481 0.000407349 0.000448195 0.000441563 0.000383903 0.000415344 0.000404955 0.000393871 0.000248889 0.000341207 0.000221337 0.000481301 0.000451813
internal_weight=0 673 602 2448 325 2351 1912 277 97 439 101 240 1833 1675 76 156 398 1599 343 426 402 83 158 77 125 69 44 224 1173 71
internal_count=3121 673 602 2448 325 2351 1912 277 97 439 101 240 1833 1675 76 156 398 1599 343 426 402 83 158 77 125 69 44 224 1173 71
is_linear=0
shrinkage=0.00196078


Tree=9444
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 4 0 1 49 150 1 4 2 475 4 0 3 124 123 50 150 0 15 42
split_gain=10.4135 1.69999 0.822012 0.805766 0.564431 0.558062 0.401331 0.380849 0.379404 0.260015 0.246759 0.198469 0.176077 0.177358 0.164246 0.161991 0.152151 0.129727 0.124592 0.107896 0.107788 0.169923 0.121635 0.103202 0.0945401 0.0940294 0.0938836 0.0784004 0.0753359 0.0745186
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.092845000000000025 -0.15289999999999995 -0.10607499999999999 0.085345000000000018 -0.054984999999999992 1.0000000180025095e-35 0.16175000000000003 0.0082450000000000006 0.11411 -0.066784999999999983 -0.52556499999999995 -0.079119999999999982 -0.12711499999999995 -0.081214999999999982 0.09394000000000001 0.041865000000000006 0.089910000000000018 -0.15202999999999997 -0.41942499999999994 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 7 12 23 -9 15 -4 -10 13 27 -2 19 25 20 -5 -6 -14 29 -23 -3 -13 -7 -15 -1 -20 -22
right_child=1 5 10 18 9 16 -8 8 11 -11 -12 24 17 26 -16 -17 -18 -19 28 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071359970888721562 0.00040569421807454877 0.00026040571906229708 0.0005553244303503021 0.00041725061663420369 0.00065806539707875366 0.00013565189467088445 0.0007649707576719044 0.00048693246333254538 0.00048441505534391774 0.00040149311710991741 0.00035172553707691809 0.00029653457211370167 0.00074875506505467533 0.00053594562407656041 0.00058645395925164396 0.0004188516133274821 -1.0395089527861634e-05 0.00056085099225939661 0.0003276494264280256 0.00056250733357276149 0.00065072164858871208 0.00048453835295695887 0.00060564844197492527 0.00013182747230661143 0.00016095749112854426 0.0002771518060974046 0.00037872806359765269 0.00057955839271214772 0.00018077080226138088 0.00061352291362212676
leaf_weight=23 23 48 37 30 53 65 79 54 20 41 60 141 30 40 121 27 21 104 29 318 888 35 358 48 23 25 23 62 25 270
leaf_count=23 23 48 37 30 53 65 79 54 20 41 60 141 30 40 121 27 21 104 29 318 888 35 358 48 23 25 23 62 25 270
internal_value=0 0.000330879 0.000606277 0.000468555 0.000613575 0.00026034 0.000628133 0.000300369 0.00034242 0.000550171 0.000429387 0.000300009 0.000622236 0.000557392 0.000557583 0.000565487 0.000139891 0.000627931 0.000315936 0.000576158 0.000632344 0.000630092 0.000594863 0.000196117 0.000277521 0.000174957 0.000478549 0.000615828 0.00025965 0.000642048
internal_weight=0 673 2448 228 2351 445 1912 334 238 439 97 184 1833 148 144 398 111 1685 84 371 1581 1551 393 96 164 90 63 85 54 1158
internal_count=3121 673 2448 228 2351 445 1912 334 238 439 97 184 1833 148 144 398 111 1685 84 371 1581 1551 393 96 164 90 63 85 54 1158
is_linear=0
shrinkage=0.00196078


Tree=9445
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 47 14 1 150 2 4 1 2 2 15 12 4 10 47 15 11 3 14 1 3 2 42
split_gain=9.79003 1.63389 1.11931 0.838354 0.590631 0.486651 0.292286 0.28043 0.266969 0.265486 0.24825 0.209751 0.174237 0.174625 0.169122 0.17693 0.111458 0.0997897 0.0962234 0.120374 0.0923599 0.0765269 0.0709565 0.0650271 0.064391 0.0609575 0.0595642 0.0558187 0.0493341 0.0493194
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.11474000000000002 0.14285500000000004 0.13082500000000002 0.062655000000000016 0.092845000000000025 1.0000000180025095e-35 0.14753000000000002 0.40945500000000007 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 -0.41942499999999994 0.091325000000000003 -0.51843499999999987 -0.38124499999999995 0.090100000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 -0.41790499999999997 0.11588000000000001 1.0000000180025095e-35 0.088930000000000023 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 9 26 11 12 14 -5 23 13 -4 18 16 -16 -14 19 -1 -19 27 29 -7 28 -15 -6 -3 -21 -20
right_child=1 2 8 10 6 7 -8 -9 -10 -11 -12 -13 17 25 15 -17 -18 20 22 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075814283194662135 0.00058498481534338524 0.00025047458214679788 0.00030490657460540462 0.00052481698682684712 0.00058458120746408555 0.00054449516671988213 0.00028952835827724999 0.00036867308861619568 0.0003464540432292147 0.00071208309862758837 0.00032060377381961134 0.00037828864616469717 0.00017780462515599771 0.00024822129409852333 0.00043518342592222307 0.00039428213087147943 0.0005774168039265696 0.00012811121537678819 0.00056934235073785263 0.00061835644084764412 -3.3258592544026133e-05 0.00038504334243011135 0.00059799518551408633 0.00062074791572961198 0.00053879584514853862 0.00013457811732168747 0.00047438041801191972 0.0003175594723588515 0.00058604979968396808 0.00049506887214399178
leaf_weight=21 74 99 44 37 44 351 24 39 34 76 60 28 32 23 23 25 268 25 89 852 30 33 194 49 49 86 33 92 231 56
leaf_count=21 74 99 44 37 44 351 24 39 34 76 60 28 32 23 23 25 268 25 89 852 30 33 194 49 49 86 33 92 231 56
internal_value=0 0.000310112 0.000276155 0.000577139 0.000353981 0.00058451 0.000478463 0.000527848 0.000183843 0.000598555 0.0003985 0.000542352 0.000160806 0.000200645 0.000593783 0.000552576 0.000566175 9.07445e-05 0.00060251 0.000611049 4.00913e-05 0.000297852 0.00057347 0.000553836 0.00060832 0.000158558 0.000537352 0.000282788 0.000611466 0.000540657
internal_weight=0 673 599 2448 325 2351 101 467 274 1884 97 428 240 153 1808 316 291 87 1492 1153 55 224 339 400 1132 109 77 191 1083 145
internal_count=3121 673 599 2448 325 2351 101 467 274 1884 97 428 240 153 1808 316 291 87 1492 1153 55 224 339 400 1132 109 77 191 1083 145
is_linear=0
shrinkage=0.00196078


Tree=9446
num_leaves=31
num_cat=0
split_feature=1 155 105 2 0 1456 48 402 160 12 51 14 3 47 52 133 16 2 16 48 3 13 49 52 133 1451 49 2 133 14
split_gain=0.156334 0.0429821 0.034793 0.0549143 0.0256945 0.0239331 0.0280511 0.0237705 0.0210872 0.019297 0.0215117 0.0215014 0.0211395 0.0283599 0.0249135 0.0234751 0.020839 0.02876 0.0196638 0.0336811 0.0188748 0.0244917 0.0163049 0.0264439 0.0274982 0.0215897 0.0224303 0.0276057 0.0214401 0.0207935
threshold=0.10124500000000002 0.11245500000000001 1.0000000180025095e-35 0.31358000000000003 0.22582000000000002 -0.049894999999999995 0.15372000000000002 0.09388500000000001 -0.40957499999999997 0.11734000000000001 -0.42247999999999991 -0.47071999999999997 0.076840000000000006 0.078345000000000012 -0.12647999999999995 0.086990000000000012 -0.53943499999999989 0.11362000000000001 -0.44310499999999992 0.085485000000000019 -0.010424999999999999 0.0027400000000000007 0.11560500000000001 -0.12647999999999995 0.089200000000000015 0.089825000000000002 0.11136000000000001 0.13501500000000002 0.095000000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 22 -2 7 8 -7 10 -10 -12 13 18 -14 -15 -16 -18 -13 20 21 -20 25 28 -25 26 27 29 -24 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 11 12 14 15 16 -17 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0071158084599301221 0.0048434384432139588 0.0046440720992078164 0.0058901126581159509 -0.0024871688618856884 0.00027408067835494877 0.0053671444999054078 -0.0016880982799366826 -0.00062327585619641472 0.0051038269279524689 0.0040715435692783844 0.0042233821517914877 0.002187552204588428 -0.00079191252090302956 0.0041550657044475275 0.00077024123812508255 0.00042529569710259913 0.0061937717066030025 0.002613528912659379 0.00087536404424003872 0.0020993226481012396 -0.0030531753696832866 -0.0031195740700544171 0.0056286055801319894 -0.0014167065200719822 0.0028847965561518713 0.0066963997839983294 0.0070080614122359653 0.00049600331937350959 0.0017420244868844748 0.0038761315746757455
leaf_weight=20 29 66 22 28 20 20 21 32 20 44 33 50 21 45 36 27 30 89 57 49 33 21 40 23 42 28 23 24 22 2106
leaf_count=20 29 66 22 28 20 20 21 32 20 44 33 50 21 45 36 27 30 89 57 49 33 21 40 23 42 28 23 24 22 2106
internal_value=0 0.0022035 0.00197567 0.00184995 0.00384309 0.00203479 0.00190509 0.0020294 0.00217703 0.00206207 0.00188904 0.00175809 0.00158046 0.00104374 0.00244043 0.0027564 0.00287836 0.00351611 0.000456544 -8.43955e-05 -0.00104838 -0.000200196 0.00387375 0.00277202 0.00136273 0.00393732 0.00390177 0.00386854 0.0042495 0.00390661
internal_weight=0 773 707 685 2348 657 628 607 575 555 511 491 458 282 176 72 155 119 210 160 111 78 2328 127 65 2201 2173 2150 62 2126
internal_count=3121 773 707 685 2348 657 628 607 575 555 511 491 458 282 176 72 155 119 210 160 111 78 2328 127 65 2201 2173 2150 62 2126
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=31
num_cat=0
split_feature=1 4 105 2 132 0 30 2 2 12 4 43 0 1 484 133 15 51 51 48 3 15 3 13 133 43 0 0 12 42
split_gain=0.12663 0.0368049 0.0286176 0.0438558 0.0210386 0.0208125 0.0197502 0.0203904 0.025477 0.0290268 0.0261457 0.0260777 0.0206312 0.0166166 0.0212874 0.0182107 0.0193157 0.0206595 0.015267 0.0147954 0.0251256 0.0223376 0.0170458 0.0182966 0.0427183 0.0230306 0.0192441 0.0191427 0.0268199 0.0184165
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 0.31358000000000003 -1.0000000180025095e-35 0.22582000000000002 0.099000000000000019 0.092235000000000025 -1.0000000180025095e-35 0.092465000000000006 0.50996500000000011 -0.067899999999999974 0.024095000000000002 0.13657000000000002 -0.076559999999999975 0.089200000000000015 -0.46743999999999997 0.10027500000000002 -0.047599999999999996 0.10184000000000001 -0.073309999999999986 -0.13578499999999996 0.10732000000000001 0.038215000000000006 -0.032969999999999992 -0.14792499999999997 -0.060129999999999996 -0.081584999999999977 0.096395000000000022 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 18 3 4 -3 19 7 8 10 -10 11 -6 13 14 -9 16 -16 -18 -2 21 -21 -1 23 29 -25 -26 27 -27 -29 -23
right_child=1 2 -4 -5 6 -7 -8 12 9 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0050347849982244957 0.0028759914369362854 -0.00054485668208346602 0.0053011015311560852 -0.0022384522058668415 0.0018033255369235307 0.00024667250690981748 -0.0010703753291939698 -0.0012847862871629852 0.0058882307297430892 0.002699553363515619 0.0037778790852771083 -0.0025675475597381594 0.0047032954404130582 8.4306643266851707e-05 0.0050890863103711095 -0.00031903620311540777 0.0016493077870708317 0.0049059874716807506 0.0057202583360776776 0.003317254978265979 -4.2211508571199376e-06 0.0043878269386094767 0.0014039366768720824 -0.0005282624564798815 0.004177358610351063 0.0036653251535343854 0.0043653812725096943 -0.002466585374945267 0.0022774898572466696 0.0034920266953080443
leaf_weight=96 46 36 22 28 39 20 21 21 41 94 33 21 20 75 23 29 170 22 32 79 32 269 39 35 118 22 27 22 26 1563
leaf_count=96 46 36 22 28 39 20 21 21 41 94 33 21 20 75 23 29 170 22 32 79 32 269 39 35 118 22 27 22 26 1563
internal_value=0 0.00198315 0.00175199 0.00163597 0.00180416 0.00345878 0.00194302 0.00205064 0.0027906 0.00366797 0.001517 0.00027352 0.001582 0.00139839 0.0017703 0.00203324 0.00235053 0.00202247 0.00404287 0.00348637 0.00235971 0.00354278 0.00347525 0.00351405 0.00271157 0.00323898 0.00209745 0.00122267 0.000103122 0.00362356
internal_weight=0 773 695 673 645 2348 609 588 228 135 93 60 360 340 265 244 215 192 78 2328 111 2217 2121 2082 250 215 97 70 48 1832
internal_count=3121 773 695 673 645 2348 609 588 228 135 93 60 360 340 265 244 215 192 78 2328 111 2217 2121 2082 250 215 97 70 48 1832
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=31
num_cat=0
split_feature=4 3 9 123 52 3 159 1375 14 39 4 52 43 376 13 4 157 16 0 4 0 0 12 42 160 3 15 1374 151 160
split_gain=0.104867 0.03427 0.0293762 0.0264384 0.0200874 0.0224784 0.020051 0.0188809 0.0201763 0.0196478 0.0224238 0.030792 0.0188228 0.0173021 0.0162303 0.0161545 0.0216821 0.0194049 0.0178276 0.0545378 0.044265 0.0206183 0.0209194 0.0417551 0.0322978 0.0292216 0.0203379 0.0202523 0.0218311 0.0187443
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083855000000000013 0.039215000000000007 0.42240500000000009 0.10600500000000002 -0.24191999999999997 0.019675000000000002 0.08456000000000001 -0.033174999999999989 -0.087284999999999988 -0.05647499999999999 0.084145000000000011 0.084330000000000016 0.033845000000000007 0.10891500000000003 -0.44310499999999992 -0.11173999999999999 -0.0016099999999999997 -0.14832499999999996 -0.097734999999999989 0.083785000000000012 0.085730000000000015 -0.55323499999999981 -0.14847999999999997 0.083490000000000023 0.088035000000000016 -0.15599999999999997 -0.54200499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 -6 -4 9 15 -11 -12 -2 -13 -10 18 17 -17 19 20 -9 -20 23 25 -24 -23 -27 28 -26 -30
right_child=4 -3 7 -5 6 -7 -8 8 14 10 11 13 -14 -15 -16 16 -18 -19 21 -21 -22 22 24 -25 27 26 -28 -29 29 -31
leaf_value=-0.0020551614064191069 -0.00011835615445802847 0.00086548821488315595 0.0006922075517650228 0.0027154087035271986 0.0032620736036616835 -0.0021972094763718221 0.00032154428560964086 0.0029708594083786011 0.005225780913545015 -0.00070030415887371291 0.0050408161418246372 0.0024920177501432288 0.001687013601951462 -0.0005184661746690316 0.0020241111051291227 0.0045130390694248495 -0.00040602088505086917 0.0023451452610441011 0.0056283864019573424 0.0051604270257110544 -0.0023365534012996111 0.00020873842406130976 -0.00083629235508851706 0.0082386973028010495 0.00079890079612500583 0.0047244129486815924 0.001948852636710261 0.0063693463150411847 0.0057886851402664825 0.0031784078323547856
leaf_weight=21 88 73 32 26 78 23 33 30 76 26 35 60 168 28 20 50 24 237 38 34 33 21 20 23 38 132 33 20 28 1573
leaf_count=21 88 73 32 26 78 23 33 30 76 26 35 60 168 28 20 50 24 237 38 34 33 21 20 23 38 132 33 20 28 1573
internal_value=0 0.00300302 0.00306172 0.000583877 0.00125005 0.000797373 0.00238786 0.00310633 0.00313628 0.00308128 0.00196795 0.00253197 0.00106642 0.00153414 0.00455877 0.00315236 0.00248137 0.00272283 0.00325551 0.00193272 0.000190786 0.00332213 0.00327571 0.00421918 0.00315827 0.00372214 0.0041693 0.00320643 0.00316783 0.00322406
internal_weight=0 2731 2658 47 390 279 111 2611 2579 2483 149 123 256 88 96 2334 311 287 2023 97 63 1926 1888 209 1679 186 165 1659 1639 1601
internal_count=3121 2731 2658 47 390 279 111 2611 2579 2483 149 123 256 88 96 2334 311 287 2023 97 63 1926 1888 209 1679 186 165 1659 1639 1601
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=31
num_cat=0
split_feature=1 123 1 12 2 4 47 1 14 150 2 16 2 4 3 1 3 150 2 15 43 12 475 3 15 11 49 4 2 159
split_gain=7.67907 0.904943 0.884636 0.586585 0.473427 0.279307 0.264651 0.257562 0.257053 0.199693 0.172101 0.166304 0.155084 0.15278 0.165893 0.192961 0.133356 0.110513 0.107861 0.107614 0.101076 0.0825555 0.081544 0.0688335 0.0624098 0.0607276 0.060227 0.0579599 0.057614 0.060609
threshold=0.10752500000000002 1.0000000180025095e-35 0.12408500000000001 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.085505000000000012 0.092845000000000025 0.076175000000000007 1.0000000180025095e-35 0.14960000000000004 -0.040964999999999994 0.14838000000000004 -0.55119499999999988 -0.12018999999999998 0.080270000000000022 -0.066704999999999987 0.090480000000000019 0.079055000000000014 1.0000000180025095e-35 -0.016814999999999997 0.087695000000000009 -0.074744999999999992 0.10732000000000001 -0.41942499999999994 0.077695000000000014 -0.054319999999999993 -0.036839999999999991 0.085730000000000015 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 8 27 12 -3 13 10 22 -8 19 -1 15 -15 21 18 -18 -4 -11 -16 -6 -24 -14 -17 -9 -5 -20 -30
right_child=2 7 6 5 9 -7 11 26 -10 20 -12 -13 24 14 16 25 17 -19 28 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00069065302330921161 0.00027025002176191262 0.00047519482626808213 0.0001666543558253471 0.00057279367234112043 0.00055384515142728485 0.00027946422104500207 0.00020783018994765553 0.00033077104811748628 0.00064745540055938429 0.00044239840652866689 0.00032560967729282234 0.00039288364516806899 0.00014902245695717458 0.00053146966407833173 0.00055658053781177112 0.00026978276669979094 0.00042615133066567539 0.00034902473619463398 0.00062550265971574688 0.0003088196843780358 0.00025180459180521286 0.00052761744690918964 0.00048533050943311447 0.00037206656394157817 3.4159550766183362e-05 0.00042258263693428506 0.00021889440973931417 0.00046659490514186123 0.00048658024188831468 0.00058669700360327378
leaf_weight=23 181 37 113 29 65 29 43 37 77 20 26 33 31 47 675 20 52 20 21 25 23 861 331 22 44 20 37 62 85 32
leaf_count=23 181 37 113 29 65 29 43 37 77 20 26 33 31 47 675 20 52 20 21 25 23 861 331 22 44 20 37 62 85 32
internal_value=0 0.000514737 0.000266333 0.00034073 0.000522678 0.000447036 0.000188848 0.00034162 0.000536444 0.000468039 0.000480396 0.000288182 0.000153404 0.000531838 0.000529845 0.00044628 0.000534009 0.000487664 0.000502258 0.000192409 0.000340453 0.000540345 0.000490023 0.000478272 8.16362e-05 0.000346183 0.000274833 0.000500438 0.000530936 0.000513963
internal_weight=0 2531 590 301 2420 120 289 111 1933 487 444 76 213 1856 1833 87 1746 210 190 138 43 1536 418 353 75 40 74 91 138 117
internal_count=3121 2531 590 301 2420 120 289 111 1933 487 444 76 213 1856 1833 87 1746 210 190 138 43 1536 418 353 75 40 74 91 138 117
is_linear=0
shrinkage=0.00196078


Tree=9450
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 4 14 2 2 124 52 1 2 1 457 1 1 0 4 12 42 131 47 0 15 40 15
split_gain=6.41482 0.99742 0.655143 0.561772 0.337065 0.311619 0.233793 0.192891 0.244159 0.18934 0.165159 0.146925 0.140821 0.0801647 0.0825288 0.0998448 0.0642715 0.0637014 0.0599802 0.0556262 0.0495865 0.0562755 0.0498817 0.0474494 0.045848 0.0455354 0.0454405 0.130204 0.0453298 0.0513945
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.090050000000000005 0.11474000000000002 -0.080389999999999989 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.16175000000000003 0.048635000000000005 0.091450000000000017 0.082005000000000008 -0.046359999999999991 0.038415000000000012 0.090345000000000023 0.080840000000000009 0.090385000000000007 0.090100000000000013 -0.11173999999999999 -0.10469999999999999 -1.0000000180025095e-35 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 25 6 9 8 28 10 18 -6 17 -12 19 -16 -9 -5 26 20 21 22 -15 -22 -2 -3 27 -1 -4 -30
right_child=1 2 7 12 11 -7 -8 16 -10 -11 13 -13 -14 14 15 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0005746943749188264 0.00050259813310766588 0.00023800427895084972 0.00022910691271201263 0.00022035121782287175 0.00042286884067595882 0.00032272171556304381 0.00028120092560868969 0.00012249720133719296 0.00014312103052607336 0.00057566115801352196 0.00054160662562782996 0.00024819653770381133 0.00044203600337525372 0.00051388682605347125 0.00027590392502659561 0.00044286598729919273 4.270560450108187e-06 0.00034160899666387169 0.00046345651866547239 0.00055991205848565618 0.00037213169709687241 0.00043498891267903166 0.00046400446856676938 0.00047928847743843506 0.00039776581873877481 0.00031662020855541744 0.0005028112344434972 0.00038560011226729073 0.00040786782170043276 0.00027053116934055228
leaf_weight=21 53 200 24 36 81 48 22 90 99 84 43 24 28 99 21 40 22 31 206 21 47 193 348 24 23 33 1076 42 20 22
leaf_count=21 53 200 24 36 81 48 22 90 99 84 43 24 28 99 21 40 22 31 206 21 47 193 348 24 23 33 1076 42 20 22
internal_value=0 0.000258958 0.00023277 0.000473063 0.000290705 0.000479076 0.000482358 0.000162077 0.000204707 0.000484312 0.000480794 0.000382944 0.000325258 0.000459151 0.00045468 0.000385387 9.92741e-05 0.000276456 0.000494246 0.000460454 0.000457517 0.000462971 0.000475052 0.000408354 0.000470873 0.000249139 0.000499814 0.000448632 0.000297085 0.00033593
internal_weight=0 691 615 2430 338 2335 2287 277 165 2265 2181 105 95 836 793 61 112 67 1345 732 711 640 447 71 76 233 1139 63 66 42
internal_count=3121 691 615 2430 338 2335 2287 277 165 2265 2181 105 95 836 793 61 112 67 1345 732 711 640 447 71 76 233 1139 63 66 42
is_linear=0
shrinkage=0.00196078


Tree=9451
num_leaves=31
num_cat=0
split_feature=1 11 1 132 45 482 0 454 2 2 0 0 151 16 51 1 15 147 156 3 4 15 16 160 43 156 52 12 1452 4
split_gain=0.133802 0.0366934 0.029606 0.0261533 0.0231295 0.0221604 0.0317397 0.0215615 0.0242213 0.0238266 0.0192181 0.0188692 0.0190177 0.0163352 0.0158093 0.0169086 0.0156802 0.0198497 0.0153497 0.0151282 0.0222665 0.0174447 0.014729 0.0409553 0.102782 0.0253475 0.0251854 0.0236533 0.0195042 0.0246154
threshold=0.10124500000000002 0.084110000000000004 0.14262000000000002 -1.0000000180025095e-35 0.10331000000000001 0.090355000000000005 -0.0058249999999999994 -0.064694999999999989 0.13501500000000002 -1.0000000180025095e-35 0.22582000000000002 -0.13843999999999998 -0.082774999999999987 -0.40995499999999996 1.0000000180025095e-35 0.11230000000000001 -0.083359999999999976 1.0000000180025095e-35 0.11815500000000002 0.092670000000000016 -0.059649999999999988 -0.085834999999999981 0.042200000000000008 -0.080719999999999986 -0.081454999999999986 -0.031569999999999994 -0.14488499999999996 0.10227500000000002 0.091225000000000014 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 7 6 13 -5 9 -9 19 16 -13 -4 15 18 -11 -18 -3 22 -21 -22 26 24 -24 -25 -1 -27 29 -28
right_child=1 14 5 4 -6 -7 -8 8 -10 11 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 -23 23 25 -26 27 28 -29 -30 -31
leaf_value=0.0056562779648431944 -0.0011597285115082438 0.0057222535410740728 -0.0016110391083533284 -0.0010595529894566252 0.0053896990252806894 0.0032330032880418004 -0.0039502737403381621 0.0011411301267486046 0.0007109175905828703 0.0011586296119136163 0.00049318869598209854 0.0065511590312235055 0.0032746027802979024 0.001739182798354345 0.0059472150895744568 0.001431654019365346 0.0052926487748562873 0.001458133100014594 0.0022446576664647598 0.0037216641272728641 0.0026222866103053095 -0.0012387099167840048 -0.0051246574916876857 0.005468672500891527 0.0040702424034656541 0.003503975736944435 0.0038661877354957859 0.00096263973323931534 0.0065397906621607648 0.0029473027294031609
leaf_weight=69 24 30 22 21 22 20 20 93 88 78 20 20 155 43 25 36 27 27 22 60 25 22 20 55 31 247 1361 43 24 371
leaf_count=69 24 30 22 21 22 20 20 93 88 78 20 20 155 43 25 36 27 27 22 60 25 22 20 55 31 247 1361 43 24 371
internal_value=0 0.00206297 0.00177788 0.0020692 0.00221514 0.000238063 -0.000466629 0.00207793 0.00221294 0.00254339 0.0035798 0.00296818 0.00364907 0.000605262 0.00372805 0.00309761 0.00206549 0.00337539 0.00425096 0.00360632 0.00244491 0.000815012 0.00366227 0.00310944 0.000464399 0.00350044 0.00378223 0.00312716 0.00370859 0.00366936
internal_weight=0 773 660 555 531 105 85 509 488 400 2348 307 175 65 113 88 132 54 52 2328 107 47 2221 396 51 345 1825 290 1756 1732
internal_count=3121 773 660 555 531 105 85 509 488 400 2348 307 175 65 113 88 132 54 52 2328 107 47 2221 396 51 345 1825 290 1756 1732
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=31
num_cat=0
split_feature=1 4 3 48 2 9 133 484 42 4 12 2 160 40 10 133 12 133 39 39 123 16 3 4 49 4 43 1212 1212 1213
split_gain=0.108379 0.0305349 0.0239219 0.0259254 0.020253 0.0317616 0.0204431 0.0196614 0.0231812 0.0257388 0.0182109 0.0267399 0.0179779 0.0167786 0.016017 0.0152932 0.0212721 0.0150577 0.0146484 0.0132715 0.0188741 0.0129944 0.01663 0.0143075 0.0323672 0.0143484 0.0131947 0.0209093 0.0286274 0.0211617
threshold=0.10124500000000002 -0.39518999999999993 0.31299000000000005 -0.086869999999999989 0.090310000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.076559999999999975 0.086665000000000006 0.42642000000000008 -0.42850999999999995 0.15950500000000004 0.022560000000000004 0.051255000000000002 -0.0026549999999999994 0.087435000000000013 0.092465000000000006 -0.082009999999999986 0.086380000000000012 0.095830000000000012 0.09394000000000001 -0.56967999999999985 0.10732000000000001 0.24564500000000003 -0.016249999999999997 0.181285 0.0034250000000000005 -0.014129999999999998 -0.082209999999999991 0.12428000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 -3 5 14 17 -8 9 12 -4 -12 -9 21 -5 16 -7 -6 -10 -20 -21 -1 23 25 -25 26 27 28 -23 -29
right_child=1 2 10 4 6 15 7 8 18 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0057228847007666324 0.0037327601144706703 0.0054426034726202492 0.0022097865425582445 0.0016047779034124689 0.00087887275910291545 0.0051111416107652574 -0.001437844402389601 0.0012083861956587376 -0.0016010439914205801 0.0051105644175549973 0.00055153691300174922 -0.0036887799424584959 0.0040753099730174089 0.00033775092277210211 -0.0019247663405258207 0.0010814612674893756 0.0026601854599206704 -0.0027708280691877011 0.0032160113255182902 0.0021267385016052196 -0.0019040053158754574 0.0039248848636353221 0.0011766182488570803 -0.0012184269088522895 0.0034483885026669932 0.0056844699839130042 0.0027608570561335963 0.0032357190594187514 0.0078168495416479269 0.0054112373175682835
leaf_weight=21 78 20 35 36 26 52 20 89 23 32 58 20 29 20 20 33 111 20 24 26 21 106 39 23 42 25 406 1597 23 46
leaf_count=21 78 20 35 36 26 52 20 89 23 32 58 20 29 20 20 33 111 20 24 26 21 106 39 23 42 25 406 1597 23 46
internal_value=0 0.00185667 0.00164612 0.00190463 0.00177872 0.00244454 0.00123747 0.00157645 0.00182352 0.00259512 0.000314655 -0.000535724 0.00191297 0.00322182 0.000344226 0.00304463 0.00344209 -0.000707954 0.000592248 0.00130275 0.000325768 0.0032466 0.00322406 0.00325927 0.00179705 0.00330241 0.00327507 0.00339288 0.0046188 0.00329663
internal_weight=0 773 695 582 562 252 310 264 244 150 113 78 118 2348 56 196 163 46 94 71 47 2328 2307 2268 65 2203 2178 1772 129 1643
internal_count=3121 773 695 582 562 252 310 264 244 150 113 78 118 2348 56 196 163 46 94 71 47 2328 2307 2268 65 2203 2178 1772 129 1643
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=31
num_cat=0
split_feature=1 4 484 1 41 0 2 12 1 48 2 16 14 14 3 13 133 2 0 0 16 13 484 484 151 149 16 48 51 51
split_gain=0.0880006 0.0381338 0.0243425 0.0252341 0.0239936 0.0187317 0.0184916 0.0170942 0.0215967 0.0182053 0.0168921 0.0220621 0.0251851 0.0232034 0.0250156 0.0193937 0.017021 0.016879 0.0316213 0.0157679 0.0139831 0.0133705 0.0132326 0.0429885 0.0173763 0.027526 0.0245258 0.0238407 0.0206744 0.0276397
threshold=0.095950000000000021 -0.008819999999999998 -0.020124999999999994 0.13743000000000002 0.093890000000000015 0.024095000000000002 -0.15339499999999998 -0.010834999999999999 0.09697500000000002 0.083685000000000009 1.0000000180025095e-35 -0.046599999999999996 -0.10708499999999999 -0.46413499999999996 0.013900000000000001 -0.061684999999999997 0.0068000000000000014 0.10644500000000001 0.034820000000000011 -0.076899999999999982 -0.27167499999999994 -0.012119999999999997 0.087235000000000021 0.085790000000000019 0.092070000000000013 0.079000000000000015 0.19444000000000003 0.092065000000000022 -0.15042499999999998 -0.095579999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 7 5 10 -7 9 -9 -4 16 12 -12 -13 -15 -14 -3 22 19 20 -19 -18 23 24 25 26 28 -28 -1 -30
right_child=1 4 3 -5 -6 6 -8 8 -10 -11 11 13 15 14 -16 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0057164507793883487 0.005426820023629781 0.002628335238314585 -0.0007475105674799394 -0.00057289009284297078 0.0045755841754033192 0.001207303950407853 -0.0027182056292076595 -3.2482851529493929e-05 0.0034239737113045733 0.0025107332548631872 0.0038700492037391735 0.0017338400480054719 -1.693027447450172e-05 -7.0067691464623019e-05 -0.004606291934615001 0.0019649730014900846 0.0019697069044923412 0.0025776302715277543 -0.00087878770505388573 0.002981473620014225 -0.00099144114702496493 -0.0014530235103198462 0.0038532477782472745 -0.00068086758037679831 0.00087362441267327385 0.0065784178769469947 0.0022915604672605352 -0.0014755227159531344 0.00032747544011928973 0.0031309402482955621
leaf_weight=30 28 138 27 27 21 24 24 20 188 47 34 28 104 31 20 94 25 23 30 184 21 21 179 32 37 22 84 21 36 1521
leaf_count=30 28 138 27 27 21 24 24 20 188 47 34 28 104 31 20 94 25 23 30 184 21 21 179 32 37 22 84 21 36 1521
internal_value=0 0.00176183 0.00260345 0.00234761 0.00125894 0.00113067 -0.000755451 0.00262723 0.00309162 0.00132191 0.00131357 0.000864238 0.00135573 -0.000579119 -0.00184898 0.000923973 0.00207304 0.00293362 0.00217323 0.00257481 0.00087421 0.000407156 0.00303361 0.00295132 0.0030177 0.00306399 0.00301829 0.00153814 0.00311622 0.00306612
internal_weight=0 901 337 309 564 543 48 282 208 74 495 311 232 79 51 198 184 2220 258 228 44 46 1962 1783 1751 1714 1692 105 1587 1557
internal_count=3121 901 337 309 564 543 48 282 208 74 495 311 232 79 51 198 184 2220 258 228 44 46 1962 1783 1751 1714 1692 105 1587 1557
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=31
num_cat=0
split_feature=4 2 123 457 3 48 150 49 14 39 13 13 42 13 15 41 1444 4 15 160 52 0 475 12 400 160 156 157 157 0
split_gain=0.0729753 0.0269478 0.0218059 0.0172278 0.0157531 0.0161561 0.0258764 0.0212846 0.0156911 0.0177535 0.0291413 0.0246331 0.0143723 0.0250091 0.0135168 0.0183134 0.0178848 0.0260202 0.0403806 0.0369362 0.0485798 0.0325066 0.0303236 0.0301412 0.0250054 0.0234914 0.0224898 0.0281457 0.0374013 0.022106
threshold=0.26450500000000005 0.17025000000000004 0.11135500000000001 0.31508000000000008 0.63141500000000017 -0.074214999999999989 0.10325000000000002 -0.0072499999999999986 -0.24175999999999997 0.10076500000000001 0.27266500000000005 -0.0013449999999999996 0.086665000000000006 0.10935500000000002 0.083195000000000005 0.075585000000000013 -0.083144999999999983 -0.39518999999999993 -0.0063699999999999989 -0.066074999999999981 0.084735000000000019 -0.075934999999999989 -0.082549999999999998 0.084795000000000023 -0.070649999999999991 -0.090484999999999996 0.087205000000000019 -0.087424999999999989 -0.08266999999999998 -0.087974999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -2 7 -7 -1 10 14 -11 13 -9 16 -16 -10 25 22 -20 21 23 26 -21 -24 -18 27 -19 -29 -30
right_child=4 -3 -4 -5 -6 6 -8 12 9 11 -12 -13 -14 -15 15 -17 17 18 19 20 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.005150472095313793 -0.00064265019706605633 -0.00032176969177795183 -0.00058216290305029947 0.00011157898074348592 -0.0016773940972052517 -0.0017063387839395244 0.0041418157083171541 0.0024762347881669101 -0.0005830063889152371 0.002590930692219575 0.0060149227436631925 -0.0020040766277816149 0.00050452804732938397 -0.0011471615146464583 0.0027832592587475145 0.0052890601048966347 0.0067723862233106044 0.0012250150359856586 -0.0012527828711816776 0.0061308564145292621 -0.0015868086307760207 6.1207993497157953e-05 -0.00036816376095105495 0.0018390488566365094 0.0023585259761560833 0.0031434131802454816 0.0023195069157760351 0.0081844058927769466 0.001337234498086301 0.005266598583676103
leaf_weight=24 42 33 22 28 20 24 32 142 20 28 25 20 108 22 1049 30 20 21 56 36 31 27 35 30 861 165 77 30 22 41
leaf_count=24 42 33 22 28 20 24 32 142 20 28 25 20 108 22 1049 30 20 21 56 36 31 27 35 30 861 165 77 30 22 41
internal_value=0 0.00251853 0.00255327 0.00257905 0.00105621 0.00120398 0.00144044 0.00114839 0.00260514 0.00258186 0.00261737 0.000676344 0.00140028 0.00199017 0.00258407 0.00285293 0.00238699 0.0024279 0.00226614 0.000878822 0.00184148 0.00298425 0.00249587 0.00418003 0.00225201 0.00353573 0.00363984 0.00453164 0.0052783 0.00389444
internal_weight=0 2731 2698 2676 390 370 328 296 2648 2624 2576 48 272 164 2551 1079 1472 1452 1267 180 124 93 1087 66 896 185 191 114 93 63
internal_count=3121 2731 2698 2676 390 370 328 296 2648 2624 2576 48 272 164 2551 1079 1472 1452 1267 180 124 93 1087 66 896 185 191 114 93 63
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=31
num_cat=0
split_feature=1 399 3 0 9 156 12 39 43 160 0 401 4 3 3 484 52 16 43 43 15 52 3 1 15 4 13 159 159 159
split_gain=0.0598653 0.0254495 0.0283738 0.0342278 0.0240494 0.017338 0.0188447 0.0204525 0.0220464 0.0184383 0.0165402 0.0353928 0.0363236 0.0417395 0.0244432 0.0185387 0.0218847 0.0154421 0.0172592 0.0215687 0.0165817 0.0276235 0.0140008 0.0150581 0.0134259 0.0160326 0.0132525 0.0129206 0.0240191 0.0167355
threshold=0.096325000000000008 1.0000000180025095e-35 -0.13309499999999996 0.10455500000000001 0.082870000000000013 0.12592000000000003 -0.10022999999999999 0.096625000000000016 -0.080554999999999974 -0.081969999999999987 -0.068604999999999985 0.080710000000000018 -0.42529999999999996 -0.13927999999999999 -0.10831999999999999 0.0038100000000000005 0.084505000000000011 -0.079734999999999986 -0.064334999999999989 -0.083684999999999996 0.093115000000000017 -0.057699999999999994 0.092670000000000016 0.094825000000000007 -0.21699999999999997 0.42642000000000008 -0.49353499999999995 0.11484000000000001 0.082105000000000025 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 6 26 9 -9 -8 22 12 13 -12 -14 16 -15 -16 19 -19 21 -20 23 27 25 -11 -4 28 29 -1
right_child=1 -3 3 -5 -6 -7 7 8 -10 24 11 -13 14 15 17 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024681620763603081 0.0027391910536788307 -0.0018068446127775435 0.0013097858187393287 -0.0027475851987089433 -0.0010942961574887465 0.0043205007578113247 0.0027263315964576222 0.0013467953834486637 -0.0021065608775340176 -0.002326332974057137 0.0067583943561961256 -0.0015389766086203356 -0.00093293266776853657 -0.0010761072960398768 0.0039862688429236313 0.0044650303702801469 0.0033889095698084147 0.00098131189122796047 0.0015278338116001 0.0046353570464998479 0.0018308368604503693 -0.0036071317340247338 0.00075142807844612346 0.0050794065201088144 0.0014303929125871165 0.00090340101274241711 0.0042557743620253293 0.0010974874173010152 0.0036597227938157521 -0.00044301797862317477
leaf_weight=1561 151 24 26 21 38 21 92 38 36 22 30 30 39 23 28 25 21 35 22 30 46 20 45 23 326 51 37 63 177 20
leaf_count=1561 151 24 26 21 38 21 92 38 36 22 30 30 39 23 28 25 21 35 22 30 46 20 45 23 326 51 37 63 177 20
internal_value=0 0.00140497 0.0014947 0.00122928 0.00135085 0.00149401 0.0013995 0.00121658 -0.000333216 0.00145015 0.00237732 0.00174485 0.00205367 0.00364439 0.00133785 0.00229047 0.00105492 0.00182713 0.00143199 0.00266779 0.000519184 -0.000917388 0.00249417 0.0025367 0.0011559 -6.99435e-05 0.00303997 0.00250459 0.00255501 0.00243134
internal_weight=0 883 859 708 687 649 628 565 74 491 2238 349 319 99 220 69 44 181 153 65 88 42 1889 1844 399 73 63 1821 1758 1581
internal_count=3121 883 859 708 687 649 628 565 74 491 2238 349 319 99 220 69 44 181 153 65 88 42 1889 1844 399 73 63 1821 1758 1581
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=31
num_cat=0
split_feature=4 457 14 3 9 0 14 0 475 4 3 11 4 0 16 51 160 12 16 15 42 4 2 1453 3 157 2 51 1419 4
split_gain=0.0516112 0.020654 0.0192119 0.0222055 0.014993 0.0221601 0.0153933 0.0189205 0.0296591 0.0237864 0.0272267 0.0156799 0.0155466 0.0236674 0.0204143 0.023072 0.0211572 0.0336007 0.0200389 0.0193663 0.0360877 0.0156521 0.0272766 0.0154178 0.0178198 0.0321188 0.0161051 0.0153235 0.0152063 0.0150866
threshold=0.26450500000000005 0.31508000000000008 -0.24175999999999997 0.32202000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.019675000000000002 -0.13027499999999997 -0.068264999999999978 0.022185000000000003 -0.015584999999999998 0.096970000000000015 -0.49405499999999997 0.051010000000000007 0.042200000000000008 -0.085734999999999992 -0.081399999999999986 0.093965000000000007 0.19444000000000003 -0.088749999999999982 0.084145000000000011 -0.27825499999999997 0.10855000000000002 -0.049419999999999992 -0.082334999999999978 -0.077664999999999998 0.14019000000000004 0.035765000000000012 0.088135000000000005 -0.010384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -6 10 -10 12 18 14 15 19 17 -16 -9 -14 -21 22 -15 -18 -25 -26 -27 -20 -17 -12
right_child=-2 -3 3 -5 6 -7 -8 11 9 -11 29 -13 13 21 16 28 23 -19 27 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0047798437648452824 0.00081589579401621353 -0.00056374313465009133 0.0025448273210453669 -0.0012712349137291312 -0.0024810955274872305 -0.0019966745897280901 0.0033334159007775881 0.0055217154934231582 -0.0025949816440697764 0.0035168832182027351 0.0034591659627578875 -0.00059044043525881577 0.0062609522640705122 0.0035632407221083458 -0.003327393282040961 0.0022570558358240267 -0.00028508444401350891 0.0020310908260289581 0.0031289275619862814 0.0053097311640158303 0.00027038432416264657 -0.0017729004359959316 -0.0011643801491869532 0.0030155130354729523 -0.0017023902465423037 0.0016117726660682488 0.0046081252664225761 6.2490050695487298e-05 -0.00039006423374468634 0.00060527500434052518
leaf_weight=26 390 30 21 20 21 22 98 29 20 43 27 21 25 26 22 1596 33 25 88 30 27 24 23 111 28 174 20 20 22 59
leaf_count=26 390 30 21 20 21 22 98 29 20 43 27 21 25 26 22 1596 33 25 88 30 27 24 23 111 28 174 20 20 22 59
internal_value=0 0.00204567 0.00207465 0.00204836 0.00207337 0.000221268 0.00210386 0.00205593 0.00103725 0.00153312 0.000728387 0.00212981 0.0021544 0.00208964 0.00215079 0.002304 0.00152018 -0.000477136 0.00318778 0.00394044 0.00292267 0.000319369 0.00134415 0.00177666 0.00198098 0.00146371 0.00192067 0.00256107 0.00222106 0.00150126
internal_weight=0 2731 2701 2675 2655 43 2612 2514 170 149 106 2344 2323 2186 2113 1700 413 47 137 82 57 73 49 366 333 222 194 108 1618 86
internal_count=3121 2731 2701 2675 2655 43 2612 2514 170 149 106 2344 2323 2186 2113 1700 413 47 137 82 57 73 49 366 333 222 194 108 1618 86
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=31
num_cat=0
split_feature=1 52 1 39 2 12 14 1 47 3 2 2 2 4 0 49 12 4 1 2 47 0 15 10 11 3 4 12 160 3
split_gain=12.104 1.91664 1.17689 1.04509 0.663976 0.660256 0.428551 0.424784 0.374804 0.353565 0.283624 0.279936 0.278444 0.213573 0.193641 0.221188 0.159959 0.183631 0.158012 0.138524 0.104603 0.101154 0.0996586 0.127048 0.0848123 0.0999429 0.0802186 0.0949236 0.0801912 0.0832477
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.11658 0.14753000000000002 0.11474000000000002 0.13501500000000002 0.27834500000000006 -0.10607499999999999 0.082865000000000008 0.09141500000000001 -0.52556499999999995 0.085605000000000014 0.094835000000000017 0.090100000000000013 -0.060129999999999996 -0.41942499999999994 -0.38124499999999995 0.082245000000000013 -0.10831999999999999 -0.0070899999999999991 0.10124000000000001 -0.075414999999999982 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 20 14 19 10 12 13 26 24 -4 15 18 17 -16 -1 -5 -3 -18 -12 -24 25 -6 -7 -28 -15 -30
right_child=1 2 8 7 9 11 -8 -9 -10 -11 22 -13 -14 28 16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00059564210590821889 0.00061501432022659252 0.00028337405050113553 0.00033253601681673331 0.00067451500571241566 0.00046807686850701907 0.00065292716861105099 0.00077912538515052614 0.00033354507649922772 0.00037854581039007903 0.00033201578980646075 0.00015619101325807836 0.00030704610463645721 0.00040613970396991884 0.00026914558809279179 0.0008253027029964321 0.00070406372923972839 0.00061797254870024274 0.00064834984842270318 0.0004456413249683363 0.00048856799458049497 0.00040292504215330786 0.00051276382208793154 0.00012180229864430194 -6.7460215133097434e-05 0.00066759305946132385 0.00058530883179893603 0.00058331793901062249 0.00042092765780056226 0.00021416882647811865 9.1841969246446494e-05
leaf_weight=54 74 191 40 24 31 21 81 66 34 26 32 24 37 23 23 33 466 1145 54 43 33 38 25 30 42 285 31 25 35 55
leaf_count=54 74 191 40 24 31 21 81 66 34 26 32 24 37 23 23 33 466 1145 54 43 33 38 25 30 42 285 31 25 35 55
internal_value=0 0.000317307 0.000280528 0.000614219 0.00062393 0.000360331 0.000639586 0.000445194 0.000185872 0.000553496 0.000158577 0.000491947 0.000568075 0.000209405 0.000633351 0.00056357 0.000639236 0.000651834 0.000520642 0.000555176 0.000300986 0.00061004 6.91881e-05 1.85682e-05 0.000584811 0.000573808 0.000549578 0.000510822 0.000165819 0.000139414
internal_weight=0 673 599 2448 2315 325 1894 133 274 421 240 101 395 153 1813 141 1672 1168 108 67 224 504 87 55 358 316 77 56 113 90
internal_count=3121 673 599 2448 2315 325 1894 133 274 421 240 101 395 153 1813 141 1672 1168 108 67 224 504 87 55 358 316 77 56 113 90
is_linear=0
shrinkage=0.00196078


Tree=9458
num_leaves=31
num_cat=0
split_feature=1 123 33 150 48 34 2 12 1 97 3 148 147 4 16 2 1209 15 48 40 1209 48 1212 1212 14 12 15 52 160 399
split_gain=0.0672464 0.0238602 0.0274678 0.0193262 0.01829 0.0155305 0.0179844 0.0170807 0.0232094 0.0151403 0.0138519 0.0126211 0.0166154 0.0275044 0.0127187 0.0277725 0.0233415 0.021926 0.0278206 0.0201816 0.0195392 0.0191205 0.0177391 0.0157292 0.017601 0.0205875 0.0300245 0.025376 0.02012 0.0169536
threshold=0.12040000000000002 0.08128500000000001 0.083840000000000012 0.091105000000000005 0.13983000000000004 -0.038779999999999995 0.116525 -0.42850999999999995 0.15799000000000005 -0.079444999999999988 0.20828500000000003 -0.10069499999999999 0.089365000000000014 -0.0043399999999999992 -0.083539999999999989 0.084855000000000014 -0.085744999999999988 -0.13578499999999996 0.097500000000000017 0.051255000000000002 -0.069599999999999981 0.092205000000000023 0.14338500000000001 -0.089544999999999986 0.062655000000000016 0.088365000000000013 0.081070000000000017 0.087435000000000013 0.081905000000000019 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 10 9 -7 -8 -9 -2 11 -1 14 -14 15 -13 -16 -17 21 20 -18 23 -22 -19 25 26 28 -28 -25 -27
right_child=5 3 -4 -5 -6 6 7 8 -10 -11 -12 12 13 -15 16 17 19 18 -20 -21 22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.0049197445763275033 0.0010057545080780985 0.0015918512239966355 0.0060884596463074564 -0.001534388217639745 -0.00064409722457639876 0.0022252756137079457 0.0032953229267150166 0.0006257617270173135 -0.0029952629911713306 -0.0027958353970792484 0.00032396927999798212 0.0035642806059636087 0.0035393025159878148 -0.00092563042779000024 -0.00039252573624253277 0.0037605188881240214 0.0054837989271618428 0.004180362491752021 -0.0013570636829725751 -0.00048553898977115754 0.0022989613040490953 0.0052333451062440877 0.005096140821747806 0.0028466695774995695 0.0045341590915442161 0.0020613638671457255 -0.003930059426347725 0.0006387257058503887 -0.00014768284334636789 0.0051621074206195773
leaf_weight=20 20 141 20 23 20 92 20 154 20 22 32 282 22 37 32 88 20 32 23 25 1590 20 23 66 23 149 20 31 34 20
leaf_count=20 20 141 20 23 20 92 20 154 20 22 32 282 22 37 32 88 20 32 23 25 1590 20 23 66 23 149 20 31 34 20
internal_value=0 0.00232366 0.00239666 0.00115342 0.00236836 0.000810063 0.00107375 0.000527673 0.000209552 -0.000985554 0.00239163 0.0024175 0.00239778 0.00073926 0.00243727 0.00276905 0.00228257 0.00232585 0.00202382 0.0023342 0.00237736 0.00222068 0.00233885 0.00206 0.00186218 0.00167014 0.000821578 -0.00115295 0.00182859 0.00242832
internal_weight=0 2793 2629 164 2609 328 286 194 174 42 2589 2557 2537 59 2478 788 1690 506 418 1658 1633 395 1613 375 343 320 151 51 100 169
internal_count=3121 2793 2629 164 2609 328 286 194 174 42 2589 2557 2537 59 2478 788 1690 506 418 1658 1633 395 1613 375 343 320 151 51 100 169
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=31
num_cat=0
split_feature=4 2 3 39 40 159 0 40 48 0 150 34 4 4 1416 1375 13 11 3 41 51 41 48 394 0 1212 1212 42 4 13
split_gain=0.0560561 0.0218739 0.0176484 0.0149777 0.0185759 0.014244 0.0223583 0.0218962 0.0198657 0.016515 0.021241 0.0161615 0.0133329 0.0130949 0.012228 0.0128418 0.0120593 0.0274205 0.0274399 0.0485627 0.0229928 0.0222467 0.016106 0.0155069 0.0201853 0.0148641 0.0281351 0.0154009 0.0151484 0.0285481
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 -0.0091949999999999983 -0.08440499999999998 0.084695000000000006 0.024095000000000002 -0.077474999999999988 0.12118000000000002 -0.10836499999999999 0.088985000000000009 -0.010024999999999997 0.42051500000000003 0.51388000000000011 1.0000000180025095e-35 -0.24191999999999997 0.0049450000000000006 0.077695000000000014 -0.10115999999999999 0.076195000000000013 0.11144500000000002 0.079300000000000009 0.088120000000000018 -0.08151499999999999 0.13134000000000004 0.12218000000000002 0.11137000000000001 0.089625000000000024 -0.082769999999999982 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 12 9 10 -9 -7 -2 -13 15 -6 17 18 19 -17 22 -19 23 -18 -25 26 28 -27 29 -20
right_child=5 -3 -4 4 14 11 -8 8 -10 -11 -12 13 -14 -15 -16 16 20 21 25 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.004665865753001223 -0.0032032747170887888 -0.00045069770280723316 0.00048551835297119057 0.00041706340205564633 0.00018123747627214471 -0.00077520950051786555 -0.0022662998846499252 0.0037254274502090457 -0.0017189213751061334 0.00052014835031203384 0.00053468011863194134 0.0031578226725391466 0.00032708007265287248 0.00090911462385621336 0.0040809336282751135 -0.0026752053899690509 -0.00090717233906616461 0.0071884124260395768 -0.00033656772105202372 0.0032924257069826129 -0.00070250949000991473 0.0029105983672648547 0.0038945688437180301 0.0016841519775260595 0.0047532015480101115 0.0058810439532744176 -0.0013025906889445405 0.002602488764463679 0.0021510349806919036 0.0030975817298387119
leaf_weight=24 20 33 63 60 32 22 28 54 21 82 34 61 23 45 34 30 21 20 26 25 36 31 38 314 23 23 22 38 1487 351
leaf_count=24 20 33 63 60 32 22 28 54 21 82 34 61 23 45 34 30 21 20 26 25 36 31 38 314 23 23 22 38 1487 351
internal_value=0 0.00210828 0.00213958 0.00217913 0.00215627 0.000826643 0.000404229 0.000723779 0.00118276 0.0015412 0.00249264 0.00169127 -0.00131495 0.00220318 0.00219718 0.00217173 0.00219736 0.00229841 0.00224008 3.73542e-05 0.00171713 0.00458817 0.0019371 0.00172932 0.00189361 0.00230231 0.00225262 0.00383867 0.00229458 0.00286074
internal_weight=0 2731 2698 2635 2611 390 262 234 191 170 88 128 43 106 2551 2517 2485 2053 2002 55 432 51 396 358 337 1947 1886 61 1864 377
internal_count=3121 2731 2698 2635 2611 390 262 234 191 170 88 128 43 106 2551 2517 2485 2053 2002 55 432 51 396 358 337 1947 1886 61 1864 377
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=31
num_cat=0
split_feature=3 96 2 13 2 4 41 4 2 16 52 15 15 52 132 3 39 2 15 11 2 0 3 1 1443 401 4 4 160 3
split_gain=0.0465308 0.0292788 0.0217968 0.017363 0.0164408 0.0164939 0.0234083 0.0191642 0.0208086 0.0173821 0.0306323 0.0272481 0.0203771 0.0197383 0.0159166 0.0157134 0.0152915 0.015078 0.0145839 0.0293122 0.0178538 0.0178233 0.0252431 0.015277 0.0133572 0.0146665 0.0142235 0.0311191 0.015714 0.0205832
threshold=0.31299000000000005 0.087655000000000025 0.097070000000000004 -0.23438999999999996 0.097385000000000013 -0.008819999999999998 0.093890000000000015 -0.0047449999999999992 0.10381000000000001 -0.42170999999999997 -1.0000000180025095e-35 -0.042209999999999991 -0.080694999999999989 0.056145000000000007 0.10613500000000002 0.42240500000000009 0.088895000000000016 0.12358500000000001 -0.41942499999999994 0.080455000000000013 -0.0091949999999999983 -0.07384499999999998 -0.014944999999999998 0.081670000000000006 0.090755000000000016 0.080710000000000018 -0.17966999999999997 -0.14098499999999997 0.3961050000000001 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 16 7 -7 -9 -10 12 13 -11 -12 15 -2 -6 -14 -5 20 21 -20 -23 -21 25 26 -22 -28 -29 -30
right_child=14 -3 4 18 5 6 -8 8 9 10 11 -13 17 -15 -16 -17 -18 -19 19 23 24 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0048321463051252071 -8.9854256517878957e-05 -0.0015774001739919186 -0.0013860874995589257 0.00018557389808255574 0.0021768777408519655 -0.0016142686813880034 0.0039484563928064223 0.0027687733225210459 0.0016858652735522812 5.6265410309987922e-05 -0.0018788428969472944 -0.0042740126838907598 0.0014250685274175073 0.001171804992312294 0.0020122230733529882 -0.0031938958319924064 -0.00043122176915251959 0.0045810230551675581 0.0025321169039796525 0.0022366451188212352 0.0034729871618824817 0.0011474692447915335 -0.0033548635127954186 0.005686885831087376 -0.00040294131772084668 0.0028604363054530895 -0.002002728095976636 0.0019104441741069876 0.0017620927440002562 0.0059072735496675192
leaf_weight=22 73 25 20 43 355 27 28 66 150 62 38 20 41 48 26 21 24 24 29 21 61 33 20 33 22 211 20 1510 25 23
leaf_count=22 73 25 20 43 355 27 28 66 150 62 38 20 41 48 26 21 24 24 29 21 61 33 20 33 22 211 20 1510 25 23
internal_value=0 0.00183053 0.00185915 0.00203777 0.00144911 0.00151332 0.00113853 0.000973245 0.00112884 0.000846243 0.000305713 -0.000949336 0.00135323 -0.000176156 -0.000177611 -0.00078331 0.00201172 0.00259034 0.0020078 0.00204682 0.0019833 0.000539032 -0.000551524 0.00434513 0.00204657 0.0020757 0.00197467 0.00191675 0.00196707 0.00374833
internal_weight=0 3001 2976 2073 903 883 504 476 449 383 233 106 127 86 120 94 379 65 2051 2008 1954 82 53 54 1872 1850 1639 1578 1558 48
internal_count=3121 3001 2976 2073 903 883 504 476 449 383 233 106 127 86 120 94 379 65 2051 2008 1954 82 53 54 1872 1850 1639 1578 1558 48
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 2 14 2 50 39 40 1 159 52 52 1 2 1 0 4 1 16 133 0 4
split_gain=5.12601 0.815652 0.470716 0.385951 0.33057 0.275617 0.230232 0.208142 0.191704 0.14528 0.134417 0.0961752 0.0925744 0.0735695 0.0717782 0.0623105 0.0611266 0.0545993 0.0537161 0.0621787 0.110749 0.0685782 0.0527645 0.0591374 0.051062 0.0496677 0.041286 0.0387332 0.0366143 0.035557
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.09253500000000002 0.090050000000000005 0.062655000000000016 0.11928500000000002 0.041865000000000006 0.098220000000000016 -0.077474999999999988 0.091450000000000017 0.030370000000000005 0.086450000000000013 -0.45478499999999994 0.089770000000000016 0.09678500000000001 0.084885000000000002 -0.07384499999999998 -0.033174999999999989 0.13075500000000004 -0.11118499999999999 -1.0000000180025095e-35 -0.010949999999999998 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 8 15 -8 10 -4 11 16 -2 26 24 -3 -1 18 19 -12 21 -21 23 -19 -9 27 -6 -5 -7 -26
right_child=1 4 9 25 13 28 7 14 -10 -11 17 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00050278498661566009 0.00045965121872349249 0.00023671914432821074 0.00044785493999857119 0.00023925823575373799 0.00014901206907177089 0.00038176742351912209 0.00040740744051252347 0.00036189950239684326 0.000315999059992678 0.00028881378140830375 0.00048265205919119554 0.00057799559954433745 0.00031612963908735444 0.00023301167520350282 0.00017654021447967915 0.0001362355376480847 0.00046637844646925213 0.00051524990742044322 0.00048200134737490946 0.00048029361817384845 0.0003300321264058546 0.00041478250209648742 0.00059093449579175476 0.0004163560325133742 0.00022721030716510381 0.00020071002724123934 5.9655090515621878e-05 0.00034264004659541986 0.00026454177520730918 0.00029402755958588223
leaf_weight=1139 127 46 34 22 50 21 53 27 25 63 136 59 20 26 28 49 210 85 319 119 36 127 23 32 50 25 33 38 20 79
leaf_count=1139 127 46 34 22 50 21 53 27 25 63 136 59 20 26 28 49 210 85 319 119 36 127 23 32 50 25 33 38 20 79
internal_value=0 0.000285197 0.000478418 0.000379311 0.000235687 0.000483941 0.000266447 0.000299138 0.000486769 0.00034456 0.000488638 0.000500507 0.000440124 0.000141996 0.000267952 0.000184891 0.000497118 0.000469582 0.000462839 0.000448216 0.000431608 0.000446473 0.000505079 0.000488202 0.000284359 0.000274138 0.000113485 0.000304733 0.000324584 0.000268129
internal_weight=0 673 2448 232 441 2351 332 237 2310 97 2285 1408 147 109 184 95 1349 877 737 418 282 246 140 117 156 85 83 60 41 129
internal_count=3121 673 2448 232 441 2351 332 237 2310 97 2285 1408 147 109 184 95 1349 877 737 418 282 246 140 117 156 85 83 60 41 129
is_linear=0
shrinkage=0.00196078


Tree=9462
num_leaves=31
num_cat=0
split_feature=4 2 3 2 3 3 47 455 15 48 15 49 1 43 48 1375 11 484 484 43 400 42 128 1 13 0 132 0 3 1211
split_gain=0.0507361 0.0187799 0.0156253 0.0150216 0.0132757 0.0396989 0.0170955 0.0190817 0.0176152 0.0250826 0.0193631 0.0222122 0.0197846 0.0190438 0.016106 0.0149701 0.0149017 0.0130919 0.0197002 0.0130437 0.0201778 0.0187558 0.021514 0.0217082 0.0210372 0.0209756 0.0159001 0.0154706 0.0153932 0.0137891
threshold=0.26450500000000005 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.12745000000000004 0.10893000000000001 0.11114000000000002 0.092985000000000012 -0.11713499999999999 0.084855000000000014 -0.033689999999999991 0.005085000000000001 0.082005000000000008 -0.10603999999999998 0.085875000000000021 0.083895000000000011 0.10334500000000001 0.096415000000000015 0.085655000000000023 0.0068900000000000012 -0.070649999999999991 0.097020000000000009 0.11596500000000001 0.080585000000000004 -0.075129999999999988 -0.10474999999999998 -0.088184999999999986 -0.082484999999999989 -0.077644999999999978 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 17 5 6 7 8 13 16 11 14 -12 -1 -11 -15 19 18 -2 29 -21 22 23 25 -23 -22 -27 -28 -26 -10
right_child=3 -3 -4 -5 -6 -7 -8 -9 9 10 12 -13 -14 15 -16 -17 -18 -19 -20 20 21 24 -24 -25 28 26 27 -29 -30 -31
leaf_value=0.0060396587335465792 0.00096773169092674864 -0.0002786133530069933 0.00056511208817865404 -0.0015504195886630139 0.0039013948062093674 -0.0016846780182310829 0.00091409029717816825 0.0052245036676703471 0.0023345073863052872 -0.0014743088788929442 0.00072207268429338002 -0.0023464916407829155 0.0049055844455814131 0.0032538395569394899 0.0014513261776542272 0.00027752833848353474 -0.00046719634905457498 -0.0010871265462979122 0.0036932906633692572 0.0044936074002180247 0.0038887303788214924 0.0046136054224475767 0.0038007284837393938 -0.0021218827386662639 0.0032087379044646192 0.002049364699277936 0.0010106914175244479 -0.0018244506026875525 0.00048525836508797138 0.0038909850054828971
leaf_weight=21 310 33 63 24 43 27 104 21 1613 21 20 20 26 109 181 20 20 27 29 24 21 33 22 27 36 41 39 38 49 59
leaf_count=21 310 33 63 24 43 27 104 21 1613 21 20 20 26 109 181 20 20 27 29 24 21 33 22 27 36 41 39 38 49 59
internal_value=0 0.00209248 0.00212149 0.000873179 0.0021587 0.00212979 0.00216994 0.00222301 0.00219718 0.00212841 0.00121935 0.000832431 0.00308667 0.00324701 0.00114718 0.0027924 0.0022489 0.0010321 0.00120089 0.00227603 0.00170148 0.00148249 0.000862236 0.000472797 0.00247069 0.0009768 0.000458575 -0.00038847 0.00163873 0.00238943
internal_weight=0 2731 2698 390 2635 2592 2565 2461 2440 2290 268 222 46 150 202 129 2022 366 339 2002 330 306 188 166 118 139 118 77 85 1672
internal_count=3121 2731 2698 390 2635 2592 2565 2461 2440 2290 268 222 46 150 202 129 2022 366 339 2002 330 306 188 166 118 139 118 77 85 1672
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 1 2 4 0 0 49 4 15 1 1 16 1 1 4 12 1 42 1 50 1 50
split_gain=12.2335 2.02553 1.02126 0.811794 0.732976 0.64557 0.505248 0.381885 0.372619 0.349352 0.300222 0.222965 0.196814 0.169162 0.163412 0.161233 0.1468 0.11051 0.108034 0.0922552 0.081525 0.0750426 0.0666477 0.0755762 0.0660623 0.0634056 0.0628709 0.0628634 0.0696123 0.0548076
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.018150000000000003 0.09253500000000002 0.10613000000000002 -0.062539999999999984 -0.11173999999999999 -0.079119999999999982 -0.054984999999999992 0.40124500000000002 -0.098289999999999975 0.16175000000000003 0.13075500000000004 -0.43320999999999993 0.12000500000000001 0.12958500000000003 -0.49013999999999996 0.08401500000000002 0.12408500000000001 0.088295000000000012 0.122715 0.083640000000000006 0.083835000000000007 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 20 8 12 -4 21 -12 16 25 -2 19 -1 29 -5 -10 -3 -8 27 -24 -13 -14 -16 28 -15 -6
right_child=1 4 9 18 17 -7 10 -9 15 -11 11 24 13 22 26 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057258474695331908 0.00029454540766184895 0.00013995884479407002 0.00046791565682923776 0.00024797230642410663 -6.2690501931395206e-06 0.00028797586085548731 0.0004083308310708785 0.00064670774677495497 0.0005223189022149833 0.00022129039234101164 0.00037121115959583121 0.0001842640140272671 0.00054927716883908457 0.00044781522846388372 0.00049532770328954145 0.00029632160980315285 0.00037819889054737982 -0.00013671163104328455 9.231549500838892e-05 0.00044307734695663291 1.6682927386195521e-05 0.0002569655467774354 0.00040749308679125998 0.00049838904954637591 9.3909725707166071e-05 0.00051558730797952228 0.00037731253772445311 0.00063990868913248026 0.00055656901729132866 0.00010632244312269165
leaf_weight=20 23 30 34 60 68 48 34 85 76 63 22 120 901 33 100 24 59 21 24 220 66 20 38 472 42 282 21 21 72 22
leaf_count=20 23 30 34 60 68 48 34 85 76 63 22 120 901 33 100 24 59 21 24 220 66 20 38 472 42 282 21 21 72 22
internal_value=0 0.000206407 0.000504903 0.000356688 0.000129409 0.000513037 0.000175284 0.000517728 0.000512785 0.000307736 0.000223719 0.000185992 0.000523221 0.000527382 0.000446048 0.000450891 0.00042741 -8.63195e-06 0.000203499 0.000463423 5.52067e-05 0.00035227 0.000501593 0.000491616 0.000160839 0.000541246 0.000474846 0.000541976 0.000522389 2.12533e-05
internal_weight=0 673 2448 228 445 2351 334 2303 2218 97 238 184 1898 1819 144 320 79 111 84 296 96 54 636 510 162 1183 121 126 105 90
internal_count=3121 673 2448 228 445 2351 334 2303 2218 97 238 184 1898 1819 144 320 79 111 84 296 96 54 636 510 162 1183 121 126 105 90
is_linear=0
shrinkage=0.00196078


Tree=9464
num_leaves=31
num_cat=0
split_feature=1 2 454 1424 0 43 160 43 1 0 4 4 1210 3 3 13 2 4 16 0 157 0 42 2 4 130 403 403 42 16
split_gain=0.0665958 0.0212923 0.0169609 0.0154968 0.0149165 0.0232063 0.0229809 0.0322314 0.0232012 0.0181902 0.0386489 0.0171227 0.0169803 0.0162348 0.0147449 0.0197019 0.014175 0.0136917 0.0176124 0.0156039 0.0146707 0.0136164 0.0232289 0.0164583 0.0291461 0.0276243 0.0135502 0.0134643 0.0129442 0.0164609
threshold=0.11866500000000001 0.10252500000000002 -0.037229999999999992 1.0000000180025095e-35 -0.076579999999999995 -0.080419999999999978 -0.082179999999999989 -0.092909999999999979 0.07863500000000001 -0.071719999999999992 -0.077834999999999988 -0.085594999999999991 -0.00064999999999999986 -0.077644999999999978 0.30112000000000005 -0.47860499999999995 0.15609500000000001 -0.35136499999999998 0.18438500000000005 -0.04917499999999999 -0.0045449999999999996 -0.086284999999999987 -0.0093649999999999983 0.083995000000000014 -0.086849999999999997 0.08610000000000001 -0.44023999999999991 -0.53101999999999994 -0.019989999999999997 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 11 6 -6 8 -8 10 -7 21 -11 -12 -2 -16 -4 18 -14 26 -20 28 23 -23 25 -25 -19 -13 -1 -30
right_child=14 2 16 -5 5 9 7 -9 -10 12 13 27 17 -15 15 -17 -18 19 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0023405636704912215 0.0012119411462210303 -0.0010379901754536799 0.0019490635834994504 0.0051247544231868931 -0.0019144660606980326 -0.0017067833343753593 0.0016148507742879082 -0.00017618556814869086 0.0057565627109614163 0.0055105018125766007 0.0044476842719762188 0.00033430814322444702 0.0061021399905993833 0.0013674490460702643 0.00098284060534622 -0.0019022151924351733 -0.00063746952536431227 0.00052105898059727181 0.0040497511477830513 -0.0001468808057584933 0.00055324032204225656 0.0050892142839181953 -0.00018401456812474257 0.0027559696504770703 0.0048718032414785048 -0.0018568556732498111 0.0035571411784206123 0.0024412393832818945 0.0039045063356646943 0.0071327653882855731
leaf_weight=29 255 21 574 21 25 30 38 62 21 23 28 31 21 44 56 41 22 21 30 28 20 34 24 37 33 20 49 1405 56 22
leaf_count=29 255 21 574 21 25 30 38 62 21 23 28 31 21 44 56 41 22 21 30 28 20 34 24 37 33 20 49 1405 56 22
internal_value=0 0.00227305 0.00175517 0.00242153 0.00239489 0.00187623 0.000845664 0.00141594 0.00308902 0.002388 0.00130882 0.00252985 0.00296132 0.00256532 0.000812765 -0.000236616 0.00185359 0.00261439 0.00367186 0.00184826 0.00265115 0.00328498 0.00266365 0.00321481 0.0025067 0.00113743 0.00264632 0.00239576 0.00414439 0.00481504
internal_weight=0 2769 617 2152 2131 440 146 121 59 294 102 1691 192 72 352 97 596 169 71 98 50 255 148 124 90 57 70 1436 107 78
internal_count=3121 2769 617 2152 2131 440 146 121 59 294 102 1691 192 72 352 97 596 169 71 98 50 255 148 124 90 57 70 1436 107 78
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=31
num_cat=0
split_feature=4 2 3 49 455 457 12 394 12 2 2 3 41 0 0 15 150 1 14 4 16 158 160 4 3 42 52 1456 1446 15
split_gain=0.0548207 0.0178653 0.0185065 0.0183757 0.0149413 0.0222908 0.0154283 0.021509 0.0190761 0.0209702 0.0160976 0.0142555 0.0136495 0.0134628 0.0207843 0.0254103 0.0168473 0.0153868 0.0213733 0.0140141 0.0193595 0.0160146 0.0186471 0.0261374 0.0195563 0.016982 0.0144007 0.0145236 0.0139652 0.0144751
threshold=0.27044500000000005 0.12043500000000001 -0.088784999999999989 0.14321000000000003 0.093105000000000007 0.29113500000000009 -0.010834999999999999 -0.081984999999999988 -0.054684999999999991 -0.090999999999999984 -0.080614999999999978 0.63141500000000017 0.083975000000000008 -0.14920999999999998 -0.11173999999999999 -0.0063699999999999989 -0.091839999999999991 0.083135000000000014 0.077685000000000018 0.0033150000000000007 -0.14322499999999996 0.11651000000000002 -0.55323499999999981 -0.51843499999999987 -0.045649999999999989 0.088795000000000013 0.024145000000000003 -0.077604999999999993 0.087455000000000019 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 -9 -8 -2 13 17 15 -15 -16 18 -12 20 -18 22 -22 24 -24 -23 27 -21 -25 -30
right_child=11 2 3 -5 -6 -7 10 8 -10 -11 12 -13 -14 14 16 -17 19 -19 -20 26 21 25 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0040961651325536275 0.00089634212683818801 -0.0017682923434767872 0.0019514368910570153 -0.00074648800148298183 0.0048413167521357539 -0.0008156923765244965 0.0047239771317690617 -0.0016645968298516459 -0.0020026806721580213 0.0017306511802095939 0.0071067841863259682 -0.0018497332651168108 0.00015357192235321485 0.0019180190655952473 0.0049013201319410109 -0.0014936139861888747 0.0045491523851917404 0.0023250635787421328 0.0028574575943037354 0.0033780387288931272 -0.00064005696963842799 0.0061762511768999198 0.0068474501193988889 0.0021061479428395014 0.002531773051513093 0.002200604727311822 0.0025270060958443238 0.00069670937862457624 0.001581811101641506 0.004954245357907245
leaf_weight=24 345 20 136 31 20 26 25 21 20 136 20 20 33 61 23 34 37 77 29 23 23 21 21 1535 21 22 96 166 20 35
leaf_count=24 345 20 136 31 20 26 25 21 20 136 20 20 33 61 23 34 37 77 29 23 23 21 21 1535 21 22 96 166 20 35
internal_value=0 0.00205004 0.00110636 0.00145062 0.00211873 0.00209737 0.00212739 0.0012869 0.00090598 0.00127651 0.00220014 0.000745872 0.00217268 0.00220211 0.00214291 0.000697014 0.00221014 0.0032066 0.00459188 0.0021795 0.00228625 0.00223694 0.00218744 0.00222729 0.00468961 0.0041422 0.00152962 0.00102301 0.00216225 0.00372791
internal_weight=0 2756 187 167 2569 2549 2523 201 177 157 2322 365 2297 2264 2138 95 2043 126 49 2020 1735 1698 1655 1632 42 43 285 189 1590 55
internal_count=3121 2756 187 167 2569 2549 2523 201 177 157 2322 365 2297 2264 2138 95 2043 126 49 2020 1735 1698 1655 1632 42 43 285 189 1590 55
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=31
num_cat=0
split_feature=1 2 11 2 11 2 12 13 0 400 47 151 400 4 474 475 4 1209 475 2 43 2 2 1375 51 1 393 16 4 4
split_gain=0.0449034 0.0154127 0.0168162 0.0189204 0.0158256 0.0133655 0.0122999 0.0193627 0.0150387 0.0138396 0.0135221 0.0241867 0.0122996 0.0175623 0.0120452 0.0133775 0.019473 0.0150154 0.0172456 0.020186 0.0154269 0.0337881 0.0170313 0.0125854 0.0143166 0.0119746 0.0115699 0.022777 0.0157073 0.0258058
threshold=0.12040000000000002 0.097070000000000004 0.080455000000000013 -0.090999999999999984 0.085155000000000022 0.097385000000000013 -0.086254999999999984 -0.0072999999999999992 -0.14454499999999995 -0.070649999999999991 0.11170500000000001 -0.098364999999999994 1.0000000180025095e-35 -0.081114999999999979 -0.10160499999999999 -0.088274999999999978 -0.017809999999999996 0.083050000000000013 -0.085684999999999997 0.087545000000000026 -0.03898999999999999 0.084655000000000022 0.08708500000000001 -0.090674999999999992 -0.083239999999999995 0.16773500000000005 0.10159000000000001 -0.085589999999999986 -0.0086549999999999978 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 7 8 -7 -8 11 -11 14 -14 -5 16 -16 18 19 -17 22 -22 -19 24 -20 -2 28 -28 -25 -30
right_child=25 5 4 12 -6 6 9 -9 -10 10 -12 -13 13 -15 15 17 -18 20 23 -21 21 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.00021704809900256807 0.00076683309193524985 -0.0010850432090228424 0.0054903605003626304 0.0041660805174615232 0.0022333085966030402 -0.00043718787291536815 -0.00068727258500681887 -0.0022351975209035334 0.0026227431604638699 0.0048995671211741866 -0.00039471399338383763 0.0017269635082343905 0.0018821686264485695 0.0058237224377808167 -0.0018416343099923562 0.0019752465428124802 0.0020853465994670325 0.003279641769525673 -0.0018296649656258527 0.0059632450103725377 0.0011513141981002106 0.0060321366747941932 0.00037890763171682403 0.0015837496695120094 0.0017290841720890829 -0.0015993831152825253 0.0050590011771419093 0.0012556791222924669 0.0038857298793764901 0.0019356448094479295
leaf_weight=40 305 20 26 24 35 29 24 21 36 25 28 619 26 20 23 30 28 48 20 22 23 37 35 1010 26 23 32 31 83 372
leaf_count=40 305 20 26 24 35 29 24 21 36 25 28 619 26 20 23 30 28 48 20 22 23 37 35 1010 26 23 32 31 83 372
internal_value=0 0.00183775 0.00198684 0.00193518 0.00362156 0.00146762 0.00153291 0.000404665 0.00125754 0.00167232 0.00175659 0.00185012 0.00198073 0.00359589 0.00194043 0.00191108 0.000314355 0.00195712 0.00187072 0.00366248 0.00293954 0.00416115 0.00205644 0.00181152 0.000181802 0.000600909 0.00186059 0.00318753 0.00180352 0.00229137
internal_weight=0 2793 1991 1930 61 802 782 86 65 696 672 644 1890 46 1844 1820 51 1769 1626 52 143 60 83 1574 46 328 1528 63 1465 455
internal_count=3121 2793 1991 1930 61 802 782 86 65 696 672 644 1890 46 1844 1820 51 1769 1626 52 143 60 83 1574 46 328 1528 63 1465 455
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=31
num_cat=0
split_feature=4 3 9 123 52 10 159 44 48 4 150 3 43 150 159 482 392 1428 472 3 11 52 3 4 4 1446 1456 3 481 480
split_gain=0.0392183 0.0155668 0.0148681 0.0234539 0.0127 0.0156267 0.0133303 0.012166 0.0126295 0.0121602 0.0167907 0.0139917 0.0173344 0.012312 0.0113613 0.0110867 0.0113141 0.0110751 0.0186708 0.0191895 0.0168124 0.0362446 0.017364 0.0149029 0.0200477 0.0197427 0.0212696 0.0172314 0.01806 0.0172672
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.039215000000000007 -0.074314999999999978 0.10620500000000001 0.081805000000000017 0.14871000000000004 0.41257000000000005 0.081835000000000019 -0.13927999999999999 0.0061450000000000003 0.090480000000000019 0.082105000000000025 0.11816500000000001 0.091685000000000003 0.08653000000000001 -0.043664999999999989 -0.082794999999999994 0.086080000000000018 -0.078224999999999975 -0.24163499999999996 -0.082769999999999982 -0.082349999999999993 0.091180000000000011 -0.071109999999999993 -0.14989499999999997 -0.0066299999999999996 -0.095389999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 15 13 11 -11 -13 -7 -3 16 17 20 -19 -20 23 22 -22 25 -25 26 -4 -26 29 -29
right_child=4 14 7 -5 6 9 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-0.0024336072952296076 -0.0018777844755189313 0.0014950531754746206 0.0047773771479114662 0.002043265203014016 0.0022011124097176273 0.00097035532429193467 -0.00021820960955665214 0.0035184690814563319 -0.00078712232998441329 0.0023910286331233839 0.0030614694720134139 0.00057921127782070215 -0.0023996439528976531 -0.0019878848890691777 -0.0010002545273006969 0.0034540415854772202 0.0039181105124399714 0.00091143015930096485 0.0062935198519632907 0.0020673719412159352 -0.00019638593328873751 -0.0034753024019300938 0.0038324507733341305 -0.0011988749846260853 -0.00095737653777737603 -0.00065401837443156792 0.0021175425043407771 -0.0002381100452372006 0.001515129875174163 0.0027783394737262517
leaf_weight=22 31 36 32 25 79 24 32 38 20 31 30 105 24 34 37 37 23 28 22 21 23 20 20 26 26 24 497 21 1536 197
leaf_count=22 31 36 32 25 79 24 32 38 20 31 30 105 24 34 37 37 23 28 22 21 23 20 20 26 26 24 497 21 1536 197
internal_value=0 0.00167095 0.00171051 -5.22921e-05 0.000598938 0.000238999 0.00150365 0.00174224 0.00171601 0.000503597 0.000890483 0.000483423 2.50057e-05 -0.000763785 0.000230308 0.00173562 0.00171035 0.00168998 0.00292102 0.00422959 0.0016539 4.1684e-05 0.00167749 0.00169695 0.00155787 0.00215117 0.00227844 0.00159813 0.00163602 0.00248776
internal_weight=0 2731 2658 47 390 279 111 2611 2573 248 190 160 129 58 73 2553 2516 2493 71 43 2422 63 43 2359 1806 553 529 1780 1754 218
internal_count=3121 2731 2658 47 390 279 111 2611 2573 248 190 160 129 58 73 2553 2516 2493 71 43 2422 63 43 2359 1806 553 529 1780 1754 218
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 4 2 2 1 2 4 2 4 457 0 11 16 50 0 51 394 2 40 157 1 4 15 15 52 1
split_gain=12.0679 1.87564 1.00558 0.829958 0.725622 0.530717 0.460965 0.445086 0.313141 0.285167 0.251363 0.226043 0.211242 0.209954 0.195481 0.156183 0.146829 0.10668 0.0920195 0.142269 0.089103 0.0868407 0.084473 0.0779596 0.0734701 0.0695752 0.0889682 0.068792 0.0643362 0.0618139
threshold=0.10508500000000001 -0.053259999999999995 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.042705000000000007 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13913500000000004 0.40124500000000002 0.11928500000000002 -0.062539999999999984 0.29113500000000009 -0.07929499999999999 1.0000000180025095e-35 -0.44310499999999992 0.041865000000000006 -0.11173999999999999 -0.09193999999999998 -0.079154999999999989 0.13501500000000002 -0.077714999999999992 -0.23976499999999998 0.12408500000000001 -0.49013999999999996 0.050935000000000008 -0.089964999999999976 -0.43851499999999993 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 9 22 -8 -4 13 16 -2 -9 14 15 18 -7 27 19 -1 -16 -5 -3 -20 -14 -22 28 -6 -27 -21
right_child=1 4 8 21 17 10 7 12 -10 -11 -12 -13 24 -15 20 -17 -18 -19 23 29 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00068817901406802379 0.0005443330193897521 0.00019865054815747899 0.00053439839209205408 0.00030858546897773685 6.7603486724502007e-05 0.00059764242416297136 0.00045700116435157517 0.00043335623421611631 0.00030090414936060928 0.00036529021155016096 0.0003240120872563007 0.00032006517325427531 0.00025329276219351226 0.0004055602775137075 0.00044648338241648733 0.00070804946130998813 0.0005013776017625583 0.0001776356751748556 0.00051173279271579425 0.00055304130712779715 0.00062134859539484093 0.00016751331200772374 8.1549905167490821e-05 0.00061833166364884786 0.00015800713793436336 0.00058766904832268296 0.00058900296564364126 -6.0293914055254196e-05 0.00051141686287558446 0.00042291488746802012
leaf_weight=20 127 45 34 62 61 85 53 22 63 20 25 20 120 21 20 68 215 26 27 32 123 23 50 1143 42 63 333 22 131 25
leaf_count=20 127 45 34 62 61 85 53 22 63 20 25 20 120 21 20 68 215 26 27 32 123 23 50 1143 42 63 333 22 131 25
internal_value=0 0.000281925 0.000578394 0.000424641 0.000206846 0.000586466 0.000252419 0.000298676 0.000382747 0.000598265 0.000512911 0.00051382 0.000253072 0.000600588 0.000602652 0.000616541 0.000528653 6.80355e-05 0.000611551 0.000545893 0.000575391 0.000270413 0.000137019 0.000615872 0.000228589 0.000579358 0.000569557 3.3703e-05 0.000536179 0.000495968
internal_weight=0 673 2448 232 441 2351 332 237 97 2026 325 147 184 2006 1985 1315 300 109 1247 77 670 85 95 1170 162 650 527 83 194 57
internal_count=3121 673 2448 232 441 2351 332 237 97 2026 325 147 184 2006 1985 1315 300 109 1247 77 670 85 95 1170 162 650 527 83 194 57
is_linear=0
shrinkage=0.00196078


Tree=9469
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 14 2 2 4 0 0 2 0 4 15 0 52 15 11 0 39 48 123 2 3 0
split_gain=10.5688 1.30528 1.24071 0.664923 0.654883 0.456321 0.403232 0.340411 0.337465 0.265853 0.232002 0.229535 0.21404 0.17172 0.145203 0.241192 0.144299 0.122214 0.186828 0.118282 0.112791 0.112205 0.100754 0.137147 0.0923768 0.0898667 0.0813007 0.0774457 0.0699394 0.0651949
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.090285000000000018 -0.025214999999999998 -0.17966999999999997 0.076175000000000007 0.11704500000000001 0.11177500000000001 0.053180000000000012 -0.23194499999999998 -0.076234999999999983 0.092235000000000025 0.14486500000000005 -0.064054999999999987 -0.03241999999999999 -0.11242999999999999 0.048770000000000008 -0.095244999999999982 0.080455000000000013 -0.063634999999999983 0.096625000000000016 0.11926500000000002 0.084995000000000015 0.10731 -0.13309499999999996 0.056435000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 13 7 9 24 -6 19 -2 -9 16 -1 15 -10 22 29 -19 21 -7 -4 23 -8 -3 -13 -17 -25 -14 -15
right_child=1 5 6 -5 8 20 12 11 14 -11 -12 25 28 17 -16 26 -18 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00069429370543111035 0.00052200417708071149 0.00020006279502029451 0.00058803343743670227 0.0002442867358038628 0.00056615932706147339 1.518907873882644e-05 0.00055724194040389005 0.0004251678838510877 0.00048374889157206768 0.00073594252776611798 0.00028965127964814501 0.00021058179003088489 0.00036248074919263635 0.00061289456044258525 0.00025228327634786957 0.00035203300016442839 0.00042097471185156935 0.00051694627605201773 0.00032706579714932341 0.00058784995487333816 0.0001578847502184776 0.00038510871563047008 0.00062488918045800867 0.00039326430747362305 0.00010256012191473251 0.00032950871845216273 0.0002215222687113519 0.00051402286749463357 0.00048450099924067665 0.00048635076010521919
leaf_weight=22 95 99 20 75 31 57 618 38 52 46 20 76 21 49 48 69 33 76 27 1053 34 22 69 29 60 36 25 69 129 23
leaf_count=22 95 99 20 75 31 57 618 38 52 46 20 76 21 49 48 69 33 76 27 1053 34 22 69 29 60 36 25 69 129 23
internal_value=0 0.000254104 0.000545522 0.000387921 0.000448471 0.000190541 0.000564942 0.000226481 0.000376195 0.000589914 0.000481595 0.000293486 0.000535506 0.000531021 0.00034584 0.000376598 0.000547992 0.000510495 0.000467172 0.00058378 6.85039e-05 0.00048174 0.000553331 0.000546435 0.000163269 0.000248808 0.000317323 0.000478288 0.000467418 0.000572471
internal_weight=0 590 2531 190 422 400 2109 309 225 1141 115 150 968 197 194 146 818 175 103 1095 91 42 785 716 159 112 94 98 150 72
internal_count=3121 590 2531 190 422 400 2109 309 225 1141 115 150 968 197 194 146 818 175 103 1095 91 42 785 716 159 112 94 98 150 72
is_linear=0
shrinkage=0.00196078


Tree=9470
num_leaves=31
num_cat=0
split_feature=1 3 0 45 160 2 30 12 1 10 0 12 10 48 3 157 39 3 4 49 16 457 484 484 484 42 49 1456 13 13
split_gain=0.0781971 0.0221524 0.0226076 0.02003 0.0169549 0.0154401 0.0170719 0.0178061 0.0148815 0.0133544 0.0128539 0.0128362 0.0197002 0.0150991 0.0126436 0.0157053 0.0135362 0.0117219 0.0159757 0.0210802 0.0116003 0.0107228 0.0110246 0.0212592 0.017637 0.0297806 0.0154068 0.0146786 0.0135512 0.0356185
threshold=0.10337500000000001 -0.014944999999999998 -0.0058249999999999994 0.10526500000000001 0.087570000000000023 0.10699500000000002 0.085875000000000021 0.092465000000000006 0.10727500000000002 -0.086389999999999981 0.22582000000000002 -0.12529499999999996 -0.089679999999999982 -0.075804999999999984 -0.14477499999999996 -0.0036449999999999994 0.089940000000000006 0.092670000000000016 -0.059649999999999988 0.005085000000000001 -0.45661999999999997 0.094845000000000013 0.088135000000000005 0.091880000000000003 0.085595000000000018 0.083995000000000014 0.10671500000000002 -0.15308499999999997 -0.085384999999999975 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 11 5 6 7 8 -2 -1 17 20 -13 -14 15 -7 -16 21 -19 -20 -3 22 24 -24 27 -26 28 -11 -25 -30
right_child=1 2 -4 -5 -6 14 -8 -9 -10 10 -12 12 13 -15 16 -17 -18 18 19 -21 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-7.473977748304606e-05 0.0023089166067074987 0.00083676538652861896 -0.0015044682671148807 0.0041084217430034193 0.0043935010676505043 0.0042312101717106995 -0.00044121020473539833 0.0019899118353511758 0.0059686040747910741 0.00023139157004792383 5.6986790150403982e-05 -0.002437287457287312 0.0031557022775523368 0.00056403907367775868 -0.0013923505893520391 0.00093380331667363998 0.0013694451456623419 0.0026393405529688608 -0.0012115457588258913 0.0028799329325556755 0.004048695076860234 0.0039985797053888302 0.0062477894042703239 0.0052178766547391819 0.0025491940801859732 -0.0021208158927038313 0.00065445749089121819 0.0025791320193728237 -0.0007041882914067669 0.0040103944203958427
leaf_weight=20 20 23 39 20 25 20 20 113 25 27 21 20 25 223 36 52 35 64 34 20 22 53 22 30 36 22 25 1948 22 59
leaf_count=20 20 23 39 20 25 20 20 113 25 27 21 20 25 223 36 52 35 64 34 20 22 53 22 30 36 22 25 1948 22 59
internal_value=0 0.00130918 0.000773491 0.00104028 0.00188513 0.00168977 0.0023114 0.00265983 0.00434208 0.00249851 0.00252011 0.000844231 0.000581819 0.000825295 0.000916 0.00184975 -3.0902e-05 0.00254201 0.00157054 0.000303817 0.00240704 0.00259309 0.0025591 0.00336374 0.00249656 0.000777811 0.0028972 0.00254704 0.00340232 0.00272989
internal_weight=0 718 372 333 346 321 178 158 45 2403 2383 313 268 248 143 72 71 2362 118 54 45 2244 2191 158 2033 58 136 1975 111 81
internal_count=3121 718 372 333 346 321 178 158 45 2403 2383 313 268 248 143 72 71 2362 118 54 45 2244 2191 158 2033 58 136 1975 111 81
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 14 4 2 2 4 1 1 3 3 0 15 4 47 39 3 50 11 12 4 4 151
split_gain=6.77371 1.07038 0.631662 0.532727 0.349323 0.330309 0.193163 0.188073 0.176322 0.17419 0.171177 0.162758 0.105692 0.101074 0.193923 0.0946453 0.0710387 0.0638318 0.0622049 0.122426 0.0590017 0.055773 0.0551167 0.0503681 0.0481875 0.0449429 0.0439135 0.0516298 0.0429754 0.0386976
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.27287000000000006 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 -0.090999999999999984 -0.015039999999999998 0.089770000000000016 0.16175000000000003 -0.14186499999999996 -0.10831999999999999 -0.11173999999999999 -0.10653 0.0033150000000000007 0.090100000000000013 0.087690000000000004 -0.12018999999999998 0.08461500000000001 0.090070000000000025 0.090285000000000018 0.04735000000000001 0.0082450000000000006 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 21 9 11 13 -5 12 -6 22 -1 16 26 23 -7 -18 19 -14 -21 29 -4 -8 -13 -2 27 -15 -20 -3
right_child=1 2 6 8 10 7 15 -9 -10 -11 -12 24 18 14 -16 -17 17 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023940004390098299 0.00033129680930172174 0.00018355336904203351 0.00022843328635899625 0.00033143061001579928 0.00031710381017011752 0.00041695932427050899 0.00011611091226394124 0.0002070621133700462 0.00015521642576264859 0.00048708462587924132 0.00014354346479377006 -4.4300969368022815e-05 0.00043949342283214175 0.00041882837632041623 0.00018272657144697044 -0.00010582066360203659 0.00024423761676777814 0.00035839876341333489 0.00038863380683399295 0.0002339952146100442 0.00036046101957026036 0.00020432890455370777 0.00010924995799589661 1.03583303586298e-05 8.8681814228823661e-05 0.00043643457207450255 0.00031739180628905975 0.00033339593514097258 0.00033450956561906898 0.00010609118095533439
leaf_weight=20 54 29 35 34 74 79 20 41 61 62 31 22 28 43 36 25 20 322 1281 37 23 33 26 129 20 22 210 74 59 171
leaf_count=20 54 29 35 34 74 79 20 41 61 62 31 22 28 43 36 25 20 322 1281 37 23 33 26 129 20 22 210 74 59 171
internal_value=0 0.000142203 0.000115074 0.000362216 0.000171962 0.000368072 4.56592e-05 0.000336521 0.000218283 0.00038531 0.000265862 0.000112958 0.000380952 0.000343291 0.000319315 5.82142e-06 0.000363964 0.000351723 0.000382934 0.000332435 0.000282474 0.000129646 0.000177634 2.45533e-05 1.90242e-05 0.000361731 0.000334352 0.000364794 0.000386251 0.000117323
internal_weight=0 691 615 2430 338 2335 277 825 95 1510 105 103 1448 784 363 174 421 342 1428 88 60 233 61 149 42 76 327 117 1340 200
internal_count=3121 691 615 2430 338 2335 277 825 95 1510 105 103 1448 784 363 174 421 342 1428 88 60 233 61 149 42 76 327 117 1340 200
is_linear=0
shrinkage=0.00196078


Tree=9472
num_leaves=31
num_cat=0
split_feature=1 3 148 4 43 43 12 2 13 3 147 4 43 4 50 16 4 2 52 402 402 129 484 15 15 15 2 1443 11 11
split_gain=0.0855077 0.023829 0.0210348 0.0188934 0.021781 0.0179014 0.0160318 0.014624 0.0143939 0.0230138 0.0184304 0.0193718 0.0149638 0.0141528 0.0140736 0.0123992 0.0244865 0.0124576 0.0119045 0.0107418 0.0198012 0.0189114 0.0169875 0.0412341 0.056363 0.0243778 0.0145497 0.0142544 0.0170276 0.0262719
threshold=0.10337500000000001 0.31299000000000005 -0.095079999999999984 -0.036839999999999991 -0.24021999999999996 -0.0071849999999999995 -0.42850999999999995 0.15950500000000004 0.049530000000000012 -0.14186499999999996 1.0000000180025095e-35 0.36766000000000004 0.0061450000000000003 0.40124500000000002 -0.26832999999999996 -0.44310499999999992 0.038415000000000012 0.13913500000000004 0.12492500000000002 0.090075000000000002 0.10389500000000002 -1.0000000180025095e-35 -0.081614999999999979 0.088990000000000014 0.087065000000000017 0.091915000000000011 0.084245000000000014 0.090755000000000016 1.0000000180025095e-35 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 -5 14 -3 -8 9 -7 11 -11 -13 15 -6 -1 17 19 -16 21 -21 -17 -22 24 26 -25 -24 28 -23 -30
right_child=1 6 3 4 5 8 7 -9 -10 10 -12 12 -14 -15 18 16 -18 -19 -20 20 22 27 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0036171994449770346 -0.0015699783162701699 0.0017536299815401437 0.0027409314278134846 0.0042233320306986578 0.0030349341573045509 0.0050974439629353583 2.0294731828095072e-05 -0.0030076835606120192 -1.1149456258863211e-05 0.0039395156835266591 -0.00043799078999215679 0.0024361438041419856 -0.00094038755522065233 6.7066573220389818e-06 5.5832957559441397e-05 -0.00035212173507633536 0.0015105116344637797 0.00013026331085711718 0.002020753873512149 0.0050344175337265961 0.00011591325053900836 0.0025535475139371387 0.0045450862243305891 -0.0015342297620095668 0.0088574192352572703 0.0027529695899122294 0.0010980173530697357 0.0002262585163116455 0.0067721432036099332 0.0030051691691897076
leaf_weight=105 21 35 125 25 22 25 58 22 32 46 29 35 21 22 185 22 223 20 37 51 21 1680 25 21 23 36 24 25 24 81
leaf_count=105 21 35 125 25 22 25 58 22 32 46 29 35 21 22 185 22 223 20 37 51 21 1680 25 21 23 36 24 25 24 81
internal_value=0 0.00128773 0.00153932 0.00165151 0.00135353 0.00118745 -3.14339e-05 -0.000812399 0.00192081 0.00231711 0.00178651 0.00241897 0.00116994 0.00253142 0.0006224 0.00255475 0.00250573 0.00261383 0.00038332 0.00263827 0.00333223 0.00256213 0.00275348 0.00318285 0.00477361 0.00117348 0.00285673 0.00259755 0.00263076 0.00386619
internal_weight=0 718 603 582 457 432 115 80 188 156 131 102 56 2403 244 2381 2276 2053 222 2033 201 1832 150 129 72 57 49 1810 1785 105
internal_count=3121 718 603 582 457 432 115 80 188 156 131 102 56 2403 244 2381 2276 2053 222 2033 201 1832 150 129 72 57 49 1810 1785 105
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=31
num_cat=0
split_feature=1 4 399 3 2 484 0 401 4 160 484 133 0 43 15 13 3 2 3 3 3 1 48 482 15 4 132 3 0 0
split_gain=0.0702187 0.0298449 0.0204365 0.0231984 0.0173074 0.0190322 0.0171457 0.0290074 0.0215099 0.0280557 0.0193146 0.01457 0.0136871 0.0189569 0.0188724 0.0147498 0.0124348 0.0171913 0.0123461 0.0120126 0.0117937 0.0121126 0.0115862 0.010619 0.0145611 0.0246429 0.0117019 0.0170436 0.0157221 0.0105106
threshold=0.096325000000000008 -0.39518999999999993 1.0000000180025095e-35 -0.028564999999999997 0.25063000000000007 -0.076559999999999975 -0.068604999999999985 0.080710000000000018 -0.42529999999999996 -0.085834999999999981 0.084750000000000006 0.089200000000000015 0.062580000000000011 -0.064334999999999989 0.093115000000000017 -0.046499999999999993 -0.13927999999999999 0.095195000000000016 -0.0037349999999999996 -0.077354999999999993 0.092670000000000016 0.094825000000000007 0.13723000000000002 0.098465000000000011 -0.46471999999999997 0.42642000000000008 0.078465000000000021 -0.13309499999999996 -0.085034999999999986 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 22 5 -5 20 8 9 -8 12 -7 13 19 15 -15 -11 -18 -13 -10 21 29 23 24 -3 26 27 -26 -29 -1
right_child=1 2 -4 4 -6 11 7 -9 10 16 -12 18 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0024201509327417461 0.0029302184228072294 0.0046137598639523448 -0.0018106672224045422 -0.0021593976882286372 -0.0017166618661056936 0.001227101967171693 0.0065241837559733536 -0.0012981068971081792 0.0025067598945964632 0.0042306721559725704 -0.0011559403125339976 0.00070449811374319023 -0.00025701763525862122 -0.0015517285190008838 0.0025937853278654595 0.0018393079907147458 0.0030015278534847312 -0.00058270917835888337 -0.0025251033721724529 0.005548621262423694 0.00083819191023293466 0.0047572167246076082 -0.00045869691474806698 -9.0325896061309015e-05 0.004724008747706971 -0.00092277085339581533 0.00053926418133249342 0.00060298032250379356 0.0027987970861553489 0.0045267816628135433
leaf_weight=1797 96 22 24 20 28 351 20 30 37 24 26 29 29 29 56 23 32 23 20 20 45 23 21 23 31 27 33 46 112 24
leaf_count=1797 96 22 24 20 28 351 20 30 37 24 26 29 29 29 56 23 32 23 20 20 45 23 21 23 31 27 33 46 112 24
internal_value=0 0.00126563 0.00106258 0.00115296 0.000690595 0.000851079 0.00231871 0.00167477 0.00195435 0.00317845 0.0014035 0.0010016 0.00174652 0.00209866 0.00131996 -5.1847e-05 0.00233143 0.00150267 -0.000613707 0.00357408 0.00243769 0.00247672 0.00181054 0.00197263 0.00214771 0.00192983 0.00227677 0.00258014 0.00215951 0.00244792
internal_weight=0 883 787 763 448 420 2238 349 319 99 220 400 194 165 108 52 79 55 49 57 1889 1844 315 294 271 249 222 189 158 1821
internal_count=3121 883 787 763 448 420 2238 349 319 99 220 400 194 165 108 52 79 55 49 57 1889 1844 315 294 271 249 222 189 158 1821
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 14 4 2 1 2 49 39 52 1 14 1 2 124 1 2 15 11 43 15 50 3 42 16
split_gain=4.46198 0.768072 0.400847 0.300752 0.288837 0.203431 0.196618 0.175013 0.156377 0.137326 0.118522 0.0896371 0.0817935 0.0670111 0.066403 0.0661675 0.0557344 0.0546254 0.0867192 0.049888 0.0491256 0.0457759 0.0435477 0.0373177 0.0364612 0.0346543 0.0326383 0.0315997 0.0477304 0.0418087
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.27834500000000006 0.10731 0.077845000000000011 0.089885000000000007 -0.054984999999999992 0.098220000000000016 -0.56176499999999996 0.16175000000000003 -1.0000000180025095e-35 0.088975000000000012 0.097845000000000015 -0.081949999999999981 0.091195000000000012 0.11411 -0.41942499999999994 0.090070000000000025 -0.080324999999999994 0.090455000000000021 0.041865000000000006 -0.11171999999999999 0.075730000000000006 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 12 7 19 8 11 -8 -4 20 -2 16 -13 26 -11 27 -19 -3 -1 -6 -23 -14 -12 -9 -5 28 -16 -29
right_child=1 3 10 15 21 -7 9 25 -10 13 24 14 23 -15 17 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00042888062368079963 0.00026627170230913294 0.00018162929068692884 0.00038986012955256199 9.3155015199578641e-05 0.00028841098577430936 0.00028632854581719225 0.00031572547914307129 0.00053848811212739054 0.00024747636182476069 0.0002992751790665475 0.0002677927694152683 0.00047293390842588641 0.00037444763783235153 0.0001235906225228056 0.00031384965068477103 -5.9192334532209021e-06 0.0002082036465140479 0.00024252317667972908 0.0003929487266989771 9.2651901949270104e-05 0.00039657743612355731 0.00024557823921031772 0.00013390724485119184 0.0004589792221200232 0.00016783449374248877 0.00045826527010945565 0.00017652080453676628 0.00040912228931117771 0.00043219046776785569 0.00036768928528580738
leaf_weight=1117 24 47 28 65 31 48 67 47 22 33 47 43 102 28 38 21 119 23 41 50 216 29 25 25 20 37 25 571 20 112
leaf_count=1117 24 47 28 65 31 48 67 47 22 33 47 43 102 28 38 21 119 23 41 50 216 29 25 25 20 37 25 571 20 112
internal_value=0 0.000229013 0.000407579 0.000181933 0.000319783 0.000412659 0.000210569 0.00041531 0.000411961 0.000239945 0.000282727 0.00041362 0.000371249 0.000211738 0.00039786 9.31873e-05 0.000227976 0.00039385 0.00033889 0.000135765 0.000423646 0.000228355 0.000193879 0.000391088 0.000237954 0.000503152 0.000116312 0.000398597 0.000354657 0.000402328
internal_weight=0 691 2430 455 236 2335 344 2287 2203 247 95 2181 151 180 848 111 152 805 64 97 1333 85 54 127 67 84 90 741 58 683
internal_count=3121 691 2430 455 236 2335 344 2287 2203 247 95 2181 151 180 848 111 152 805 64 97 1333 85 54 127 67 84 90 741 58 683
is_linear=0
shrinkage=0.00196078


Tree=9475
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 4 42 14 2 2 2 0 1 52 49 15 16 3 16 16 42 391 12 11 3 13 42
split_gain=6.69584 1.17736 0.676061 0.537214 0.415522 0.291637 0.274162 0.203581 0.162786 0.155817 0.134234 0.116299 0.108251 0.145104 0.101617 0.0959623 0.0796261 0.0762234 0.0728282 0.0680624 0.0733752 0.0664605 0.0648389 0.0699459 0.059156 0.0590279 0.0709087 0.0609697 0.0768081 0.0575466
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.40473500000000007 0.14960000000000004 -0.35136499999999998 -0.076394999999999977 0.062655000000000016 -0.090999999999999984 -1.0000000180025095e-35 0.092235000000000025 -0.23091999999999999 0.14699000000000004 -0.56176499999999996 -0.054984999999999992 -0.089964999999999976 0.0057500000000000008 0.086245000000000016 -0.50339499999999993 0.083160000000000026 0.086555000000000007 -1.0000000180025095e-35 0.11734000000000001 1.0000000180025095e-35 -0.11171999999999999 0.18141000000000002 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 10 17 14 -3 -5 11 -1 21 -14 -7 18 -16 -6 -4 20 -13 -10 29 -24 -18 26 27 28 -26 -21
right_child=1 2 15 9 6 7 -8 -9 12 -11 -12 19 13 -15 16 -17 24 -19 -20 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00030110863311325802 0.00044124250495335387 0.00033323296276377694 0.0001440748347172507 0.00043427847555371562 0.00026558056423513617 0.00029043029000361758 0.00018436836817328187 0.0002377401416149232 0.00020838287840732115 0.00024290852609944836 0.00054507272230723081 0.00045943777783396302 0.00033250300666573003 0.00017447895717821897 0.00049949436088810766 -8.2627949762342202e-06 0.00030762445546832738 0.00040305740549063674 1.8135961826576882e-05 0.00028322367014200719 0.00036119315651507162 8.2613911567104545e-05 0.00048688773979485805 0.00037721576791029414 0.00029508462250920177 0.00035468501246771044 0.00049225385973499067 0.00042032541412678537 0.00044822007782903373 0.00040864193500167104
leaf_weight=20 76 25 51 21 20 25 45 26 21 74 59 1135 25 210 43 52 20 69 27 22 30 70 59 36 34 57 49 661 20 39
leaf_count=20 76 25 51 21 20 25 45 26 21 74 59 1135 25 210 43 52 20 69 27 22 30 70 59 36 34 57 49 661 20 39
internal_value=0 0.000211005 0.000182553 0.000429749 0.000216211 0.00043563 0.000309098 0.000408816 0.000180749 0.000285211 0.000453538 0.000449511 0.000169056 0.00019129 0.000413709 5.69832e-05 0.000417195 0.000372164 0.000100481 0.000451758 0.000456908 0.000111638 0.000413296 0.000445328 0.000412987 0.000415554 0.000420095 0.00041515 0.000351801 0.000363409
internal_weight=0 691 615 2430 485 2335 134 935 351 95 1400 1341 326 235 909 130 884 89 78 1321 1165 91 156 95 841 821 764 715 54 61
internal_count=3121 691 615 2430 485 2335 134 935 351 95 1400 1341 326 235 909 130 884 89 78 1321 1165 91 156 95 841 821 764 715 54 61
is_linear=0
shrinkage=0.00196078


Tree=9476
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 2 4 4 0 52 2 0 0 157 13 47 0 15 1 1 4 12 15 0 4 52 2 0
split_gain=3.11581 0.39501 0.335598 0.27641 0.191977 0.131911 0.123526 0.110133 0.10116 0.0894987 0.0677164 0.0661995 0.0992133 0.0593962 0.0590918 0.0579063 0.0594593 0.0555513 0.0490984 0.0576462 0.0476941 0.0457591 0.044581 0.102123 0.050773 0.0471374 0.0428073 0.0408468 0.0399209 0.0806473
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.090285000000000018 0.14285500000000004 0.033845000000000007 -0.17966999999999997 -0.23194499999999998 0.081010000000000013 0.10402500000000002 -0.14920999999999998 -0.068189999999999987 -0.071119999999999989 -0.00096999999999999983 0.078345000000000012 -0.092404999999999973 0.13592500000000005 0.15964000000000003 0.096255000000000021 -0.059649999999999988 -0.064509999999999984 -0.033689999999999991 0.056435000000000006 0.024790000000000003 -0.52606999999999993 0.088555000000000009 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 -3 13 15 18 -6 -1 12 14 -4 21 -5 17 -17 -8 -20 -7 -11 25 -24 -25 -12 -18 -2 -15 -30
right_child=1 5 6 7 9 20 8 -9 -10 11 22 -13 -14 28 -16 16 26 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00042365933378325001 0.00036274729980056693 0.00016104253778198699 0.00042064854607375618 0.00010057893435598588 0.00033513052297130482 9.3345812193453478e-05 0.0003849358538428902 8.8015166885317458e-05 0.00027744290474120397 0.00030673158695312345 0.00037902638433026333 0.00032043132013168883 0.00014331258802302368 0.00035466353812224383 0.00016075291848730234 0.00014594410515878824 0.00032052127759397769 0.00024940153409518979 0.00032865189356373311 0.0002244284188672274 4.880721443109189e-06 0.00021537943991423283 0.00034628941768071516 0.0002693546171157897 0.00014415232254809689 0.00027176953827563711 0.00020400310124464851 0.00027544298871804747 0.00021044486432738888 0.00033705624243041046
leaf_weight=22 28 133 45 20 31 122 58 44 171 49 50 23 59 830 26 56 27 31 718 21 29 37 49 33 20 23 22 78 21 245
leaf_count=22 28 133 45 20 31 122 58 44 171 49 50 23 59 830 26 56 27 31 718 21 29 37 49 33 20 23 22 78 21 245
internal_value=0 0.000168679 0.000326909 0.000217556 0.000276434 0.000116015 0.000337009 0.000174654 0.000320717 0.000237302 0.000321129 0.000221669 0.000208385 0.000350831 0.000242665 0.00019909 0.000213577 0.000182808 0.000330002 0.00032569 7.63558e-05 0.000267429 0.00030824 0.000281764 0.000222108 0.000345233 0.000268207 0.000298505 0.000347964 0.000327061
internal_weight=0 590 2531 306 422 284 2109 200 968 225 197 194 171 1141 112 156 136 87 797 739 151 86 175 102 53 73 49 106 1096 266
internal_count=3121 590 2531 306 422 284 2109 200 968 225 197 194 171 1141 112 156 136 87 797 739 151 86 175 102 53 73 49 106 1096 266
is_linear=0
shrinkage=0.00196078


Tree=9477
num_leaves=31
num_cat=0
split_feature=1 3 155 12 148 48 47 51 47 156 159 12 16 4 1 4 2 133 150 13 3 3 39 42 13 2 1456 403 48 0
split_gain=0.11217 0.0276193 0.0190862 0.0180097 0.0172663 0.0222615 0.0178399 0.0222708 0.0212181 0.0196612 0.0210509 0.0185048 0.0230109 0.0219225 0.0327184 0.0161767 0.0135321 0.0143036 0.0231298 0.0195825 0.0178752 0.040733 0.0176712 0.0175986 0.0168558 0.0156795 0.0156416 0.0144965 0.0170738 0.0276597
threshold=0.10337500000000001 0.31370500000000007 0.14039500000000002 -0.42850999999999995 -0.095079999999999984 -0.086869999999999989 0.078345000000000012 0.10532000000000001 0.094460000000000002 0.10339000000000002 0.11836500000000001 0.11734000000000001 -0.42170999999999997 0.024790000000000003 0.13288500000000003 0.40124500000000002 0.092235000000000025 0.017095000000000003 0.083555000000000004 -0.07743499999999999 -0.14186499999999996 -0.10831999999999999 -0.020804999999999994 0.086375000000000021 -0.088854999999999976 0.10855000000000002 -0.05618999999999999 -0.53255499999999989 0.092680000000000026 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 -3 -2 -6 7 9 -8 11 -11 12 -7 -14 -15 16 -1 18 20 23 25 -22 -23 -19 -25 -18 -21 -28 29 -29
right_child=1 3 -4 -5 5 6 8 -9 -10 10 -12 -13 13 14 -16 -17 17 19 -20 26 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0031567192679636982 -0.0011443196940014052 0.0018667867948533969 0.0043437174978732526 -0.00092501040261969841 0.0050526066776365045 0.0016635639003016853 0.0051440860816420846 0.0037201327831580251 0.0020334002684921871 0.0047631444512969924 0.00054166369816465744 0.0032319833550395237 0.00066132002348590155 -0.0043378079451267025 0.00024048509705509687 0.0002644216557118026 0.0051840586453909057 0.0059477450856246766 -0.00057720090348825409 -0.00010123926214873792 -0.0022148965811356904 -0.00043822024599649012 0.0026330348570243935 0.0010875930878682994 0.0041822869926832163 0.0018097007857813014 0.0003208557177068932 0.0028941372278792673 0.00063971129246056082 0.0063763726692370798
leaf_weight=1590 21 35 28 68 20 103 26 34 140 27 21 27 104 27 37 22 40 37 27 20 20 20 296 24 66 21 21 147 25 27
leaf_count=1590 21 35 28 68 20 103 26 34 140 27 21 27 104 27 37 22 40 37 27 20 20 20 296 24 66 21 21 147 25 27
internal_value=0 0.00153918 0.001793 2.36585e-05 0.00167133 0.0017758 0.00165577 0.00127797 0.00252062 0.00103799 0.00291625 0.000735453 0.000486721 -0.000234795 -0.00169098 0.00296363 0.00298857 0.00265057 0.00225495 0.00310765 0.00244756 0.00216165 0.00243865 0.00411181 0.00335704 0.00402239 0.00257628 0.00281969 0.00308338 0.00343448
internal_weight=0 718 615 103 587 566 546 380 166 346 48 298 271 168 64 2403 2381 791 424 367 397 336 316 127 90 61 240 220 199 174
internal_count=3121 718 615 103 587 566 546 380 166 346 48 298 271 168 64 2403 2381 791 424 367 397 336 316 127 90 61 240 220 199 174
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=31
num_cat=0
split_feature=1 1 16 12 43 3 52 159 1447 1 3 52 52 13 0 401 4 43 49 16 0 13 12 14 49 52 13 156 3 1
split_gain=0.0916323 0.0288165 0.0215362 0.0187313 0.0205501 0.0180178 0.0180149 0.0216217 0.0173739 0.0179641 0.0171743 0.0156234 0.0241064 0.015429 0.0152676 0.0268861 0.0346992 0.0163092 0.0178838 0.0152633 0.0205643 0.0209744 0.0300839 0.0158467 0.0153616 0.0149575 0.0147083 0.0145618 0.0140811 0.0136542
threshold=0.11866500000000001 0.091195000000000012 0.5136400000000001 0.089085000000000011 0.070450000000000013 -0.073309999999999986 -0.160465 0.10382000000000001 -1.0000000180025095e-35 0.092695000000000013 -0.083654999999999993 -0.23375999999999997 -0.16675999999999999 -0.066634999999999986 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 -0.11720999999999999 0.10969000000000002 0.061255000000000011 0.024095000000000002 -1.0000000180025095e-35 -0.081419999999999979 -0.073114999999999986 0.14233500000000002 -0.089199999999999988 0.10935500000000002 0.3248100000000001 -0.24163499999999996 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 6 8 -6 -3 10 -5 -10 -8 -2 -13 29 -1 16 -16 -18 -19 20 21 22 23 -14 26 -12 -23 28 -4 -11
right_child=11 2 27 4 5 -7 7 -9 9 13 25 12 19 -15 15 -17 17 18 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028745051936943534 0.0028264275215203979 -0.0010528447228917402 0.0026767742760112571 0.0047480231955308811 0.0066410778847057379 0.0024939346055775375 -0.00088589681690791626 0.0042581259066032037 -0.00038887448856712582 0.0045530967563132034 0.0034926345289152654 -0.002732369251607452 0.0041193180764093991 0.0011309712698675868 0.0063306469270693402 -0.00072895271315549814 6.2929253737606549e-05 0.0027656274283159731 0.00025205796136464363 0.0028481489521736342 -0.0017377308188852938 0.005358700220346113 -0.0010386973844386958 0.000894505136375301 0.00025213562018637151 0.0012742816777460784 0.0016587667854591496 0.0011043102270923556 0.0055365632195995811 0.0021506582648304386
leaf_weight=1728 36 29 33 22 20 22 32 27 32 36 35 20 20 80 21 30 34 199 33 34 33 22 81 64 21 231 21 20 36 69
leaf_count=1728 36 29 33 22 20 22 32 27 32 36 35 20 20 80 21 30 34 199 33 34 33 22 81 64 21 231 21 20 36 69
internal_value=0 0.00256553 0.00202336 0.00181917 0.00242877 0.00446876 0.00133528 0.00154838 0.00207028 0.0017988 0.00130286 0.000852604 0.000627738 0.00217721 0.00275748 0.00211953 0.00241729 0.00210834 0.00240809 0.000854772 0.000596089 0.000932404 0.000336365 0.00166232 0.00246907 0.00156617 0.00355176 0.00348018 0.00416884 0.00297435
internal_weight=0 2769 724 635 281 42 354 325 239 217 298 352 316 185 2045 317 287 266 232 296 262 229 165 84 64 266 43 89 69 105
internal_count=3121 2769 724 635 281 42 354 325 239 217 298 352 316 185 2045 317 287 266 232 296 262 229 165 84 64 266 43 89 69 105
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 403 14 43 2 12 3 1 3 3 48 34 2 10 97 484 484 49 484 1456 1456 484 42 16 49 160 13
split_gain=0.0742221 0.0233474 0.0273359 0.0253107 0.0222378 0.0191858 0.0201522 0.0166844 0.0166594 0.0153626 0.0170905 0.0167623 0.0140802 0.0142301 0.0136588 0.0228221 0.0173732 0.0140118 0.0121737 0.0250769 0.0239305 0.0397772 0.0145561 0.0157244 0.0264848 0.0324432 0.0172941 0.0137162 0.0223405 0.0207566
threshold=0.11866500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.085340000000000013 0.081185000000000021 -0.078139999999999973 -0.080614999999999978 -0.096104999999999982 0.12178000000000001 0.10937500000000001 -0.13309499999999996 -0.034684999999999994 0.083685000000000009 -0.038779999999999995 0.116525 0.094860000000000014 -0.079444999999999988 0.087020000000000014 0.085790000000000019 0.11560500000000001 0.091880000000000003 0.092265000000000014 0.056145000000000007 -0.081869999999999984 0.084435000000000024 -0.011989999999999999 -0.0083799999999999986 0.055845000000000006 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -3 -5 11 -11 -8 -10 -14 17 16 -16 -2 19 22 21 -20 23 27 25 -25 -27 -9 -29 -30
right_child=14 7 -4 4 -6 -7 9 18 12 10 -12 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.0013541475014315675 0.00094511383587294923 0.0048005067681272827 -0.0014241257700352717 -0.001936412265058607 0.004678844329124938 0.0046347279218025509 -0.0002531858981542644 0.0015135453917558635 0.0031456797125948861 -0.0016950584203004838 0.0019508497647216752 0.0026848013239702084 -0.00093615795945830498 0.0015822725890310516 0.0030452856253186714 0.00040085527091902738 0.00011533313164753573 -0.0026661638255146419 0.0068092510739006691 -0.0010814983475332461 0.00014917788688432088 0.0028377263935404134 0.00095501053438056265 0.0047130006771693208 0.0064392905067652472 0.0030157999340444802 -0.00060277567203489274 0.0023368984383280731 0.005500984055851448 0.0028910010249190337
leaf_weight=23 21 30 26 20 30 24 21 170 28 20 36 258 37 57 73 208 28 22 32 21 22 119 68 47 25 25 28 1449 42 111
leaf_count=23 21 30 26 20 30 24 21 170 28 20 36 258 37 57 73 208 28 22 32 21 22 119 68 47 25 25 28 1449 42 111
internal_value=0 0.00230898 0.00174486 0.00189359 0.00203426 0.0018759 0.00173709 0.00245844 0.00073875 0.00216027 0.00064874 0.00246366 0.0011773 0.000590975 0.000767343 0.000999719 0.00223302 -0.000902517 0.0024259 0.00235582 0.00323045 0.00367937 0.00239255 0.00244408 0.00352808 0.00280028 0.0011041 0.00236761 0.00245824 0.00360747
internal_weight=0 2769 580 554 531 501 477 2189 142 335 56 279 122 94 352 309 101 43 2159 1986 173 151 1965 1897 125 100 53 1772 1602 153
internal_count=3121 2769 580 554 531 501 477 2189 142 335 56 279 122 94 352 309 101 43 2159 1986 173 151 1965 1897 125 100 53 1772 1602 153
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 2 1 14 4 1 49 11 0 52 1 1 43 40 1 4 43 1 50 47 133 16
split_gain=6.47202 0.995501 0.522023 0.50517 0.353504 0.347586 0.29361 0.233967 0.213305 0.203927 0.165116 0.147066 0.0970357 0.0863278 0.0851554 0.0719784 0.093878 0.0864265 0.0700499 0.0624387 0.0599972 0.0579094 0.0559449 0.0552723 0.0530321 0.0515227 0.0465894 0.0449154 0.0435243 0.0427734
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.14122000000000004 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.089885000000000007 0.09253500000000002 0.062655000000000016 -0.15464999999999998 0.16175000000000003 -0.054984999999999992 1.0000000180025095e-35 -0.13027499999999997 0.039215000000000007 0.091195000000000012 0.13075500000000004 -0.14792499999999997 -0.077714999999999992 0.13436000000000001 0.015030000000000002 -1.0000000180025095e-35 0.12958500000000003 0.041865000000000006 0.090280000000000013 -1.0000000180025095e-35 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 9 21 25 11 -4 18 -10 26 -2 16 17 -11 -1 28 -17 -3 -14 24 -18 -9 -6 -16 -5 -25
right_child=1 4 10 19 13 -7 -8 8 12 15 -12 -13 22 -15 27 20 23 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0005225182127013854 0.00034372962364976158 0.00022051941638356686 0.00046351709770470548 0.0002261641394237385 0.00011916512513861937 0.00032121954948540252 0.00029201279544070654 0.0004397551081172323 0.00038365919179483957 0.00033914904597969283 0.0002939658436009419 0.00061625109712480912 0.00025436117640069498 7.8408246691209156e-06 0.00051325689472303429 0.00044685145425910251 0.00050854500148677544 0.00048389627854512944 0.0004842391384370399 0.00017723521189931538 0.00056811459480321231 0.00012411960724777743 0.00015740637388824335 0.00048941879897381607 0.00046821791013958408 0.00031433378437570499 0.00022592939326038282 0.00043763704493600115 0.00033575343900389958 0.00043202722941654617
leaf_weight=1117 23 46 34 22 55 41 25 34 20 35 63 59 150 21 58 21 336 29 220 24 62 50 27 85 200 20 22 63 38 121
leaf_count=1117 23 46 34 22 55 41 25 34 20 35 63 59 150 21 58 21 336 29 220 24 62 50 27 85 200 20 22 63 38 121
internal_value=0 0.000277249 0.000494361 0.000382604 0.000223269 0.000500177 0.000503353 0.000252638 0.000284126 0.000505665 0.000353396 0.000520447 0.0002542 0.000119277 0.000453096 0.000482453 0.000476791 0.000404738 0.000516219 0.000261761 0.000537434 0.000170311 0.000239571 0.000483006 0.000493498 0.000393303 0.000149669 0.000473885 0.000295571 0.000455708
internal_weight=0 673 2448 228 445 2351 2310 347 251 2285 97 1396 197 98 144 889 806 64 1337 84 83 96 177 742 536 54 77 121 60 206
internal_count=3121 673 2448 228 445 2351 2310 347 251 2285 97 1396 197 98 144 889 806 64 1337 84 83 96 177 742 536 54 77 121 60 206
is_linear=0
shrinkage=0.00196078


Tree=9481
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 14 1 2 16 2 2 49 0 49 15 47 457 15 12 1 4 160 12 3 13 475 47 49
split_gain=10.2244 1.74278 0.892165 0.678591 0.596717 0.486251 0.383983 0.367909 0.244158 0.21792 0.202577 0.169238 0.154172 0.15378 0.136245 0.238625 0.129874 0.124085 0.121222 0.0963452 0.0953293 0.0946752 0.0917094 0.0909484 0.0847701 0.153108 0.0943129 0.0793863 0.0740488 0.0665502
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.098630000000000009 0.085505000000000012 0.062655000000000016 0.09253500000000002 0.14122000000000004 -0.061854999999999993 -0.090999999999999984 0.14838000000000004 -0.054984999999999992 -0.11173999999999999 0.082865000000000008 1.0000000180025095e-35 0.10648500000000001 0.080930000000000016 -0.41942499999999994 0.090455000000000021 0.13075500000000004 0.024790000000000003 -0.076214999999999991 -0.010834999999999999 0.11658 -0.0087749999999999981 -0.079029999999999975 0.090280000000000013 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 17 7 12 11 -4 18 -8 -1 16 -2 15 22 23 24 27 -14 -16 -5 29 -6 26 -26 -3 -7 -15 -13
right_child=1 4 8 21 6 9 10 -9 -10 -11 -12 14 19 28 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00045557952869464368 0.00041156012393400796 0.00034000050117147159 0.00055994385522559306 0.0003784044047975852 0.00026394117830962944 0.00065600729105519309 0.00025270867617476189 0.00076577845226561932 0.0003537660710011553 0.00042535927092557613 0.00046513137780651657 0.00055927696209974822 0.00017803624769523128 0.00063701985936619448 0.00064397433506785319 0.00071225188782109931 0.00034198046797681645 0.00050550795434152376 0.00043941782254823091 3.3179635642116886e-05 0.00061246201340385152 0.00023268871715070155 0.00059897510436669526 0.00014410245274798489 0.0005002261037711335 0.0003184668913561137 0.0001802890730220007 0.00057265607125806136 0.00053992479520166103 0.0004223660359303329
leaf_weight=22 23 44 34 60 35 50 45 76 63 41 28 21 31 58 1094 32 23 20 24 41 557 24 33 80 28 49 21 362 63 39
leaf_count=22 23 44 34 60 35 50 45 76 63 41 28 21 31 58 1094 32 23 20 24 41 557 24 33 80 28 49 21 362 63 39
internal_value=0 0.000337431 0.000610318 0.000476829 0.000266009 0.000617922 0.000211685 0.000632149 0.000426035 0.000562029 0.000334186 0.0006265 0.000169101 0.00055853 0.000628617 0.000566203 0.000207476 0.00036091 0.00057488 9.55485e-05 0.000633343 0.000336771 0.000515949 0.000180575 0.000340544 0.000384561 0.000288401 0.000582772 0.000586466 0.000470285
internal_weight=0 673 2448 228 445 2351 283 1874 97 477 73 1798 210 144 1776 125 138 162 436 72 1651 84 93 115 142 77 65 412 121 60
internal_count=3121 673 2448 228 445 2351 283 1874 97 477 73 1798 210 144 1776 125 138 162 436 72 1651 84 93 115 142 77 65 412 121 60
is_linear=0
shrinkage=0.00196078


Tree=9482
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 1 2 159 2 2 4 1 52 3 3 47 457 12 1 0 4 43 52 0 4 12 16
split_gain=9.66855 1.59656 1.09001 0.859531 0.563077 0.490093 0.434014 0.3436 0.304149 0.267389 0.231718 0.217791 0.167471 0.149337 0.111882 0.103115 0.0962146 0.102897 0.0863907 0.0841902 0.129873 0.0817425 0.0736933 0.0666021 0.0586912 0.0562138 0.0527295 0.0524102 0.0592932 0.0520679
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.40124500000000002 0.09253500000000002 0.11474000000000002 -1.0000000180025095e-35 0.089885000000000007 0.17025000000000004 0.42051500000000003 0.091195000000000012 -0.56176499999999996 0.30112000000000005 0.0068900000000000012 0.090100000000000013 0.083570000000000019 0.086915000000000006 0.15799000000000005 0.18019500000000002 0.038415000000000012 0.064745000000000011 -0.16675999999999999 -0.026509999999999995 -0.0070899999999999991 0.10124000000000001 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 7 11 -5 27 -4 14 13 16 -1 -13 17 -12 -3 22 -21 -14 23 24 -17 -8 -7 -6 -29 -25
right_child=1 2 10 8 9 26 25 -9 -10 -11 12 15 21 -15 -16 19 -18 -19 -20 20 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.00055944672022471625 0.0005333611075374015 0.00023407106447539258 0.00031309002282752527 0.00049558820830273513 0.00056628653732668449 0.00040902923360971631 0.00058515963833961709 0.00029995385466106966 0.00026547081099369198 0.00024571583196946904 0.00017924616648098168 0.00060280829927760273 8.2800415633949086e-05 9.8855025440693187e-05 0.0005110698386714686 0.00053506129354363079 0.00012055628719203953 0.00035421002919297192 0.00034271705933291502 0.0003164399106473846 0.00052949582324521001 -7.3688627693742988e-05 0.0003936979561751964 0.00053549792039840616 0.00048186400009510083 0.00070403418929328751 0.00027859872811070754 0.00050872020296172799 0.00038037621449021734 0.00046484168331673302
leaf_weight=1117 74 191 26 34 21 22 20 24 63 24 28 45 33 112 220 448 30 24 33 22 22 21 20 55 97 65 26 31 25 148
leaf_count=1117 74 191 26 34 21 22 20 24 63 24 28 45 33 112 220 448 30 24 33 22 22 21 20 55 97 65 26 31 25 148
internal_value=0 0.000261647 0.00022808 0.000527013 0.000304881 0.000534476 0.000538563 0.000533293 0.000346131 0.000426425 0.000136984 0.000535846 0.000118522 0.000145404 0.000551486 0.000511445 0.000208983 0.000259999 0.000250077 0.000506381 0.000422968 2.19436e-05 0.00051116 0.000514301 0.000525593 0.000676064 0.000338379 0.00048275 0.000451424 0.000483985
internal_weight=0 673 599 2448 325 2351 2303 2218 97 101 274 2194 248 194 1337 857 82 52 224 812 44 54 768 748 545 85 48 77 56 203
internal_count=3121 673 599 2448 325 2351 2303 2218 97 101 274 2194 248 194 1337 857 82 52 224 812 44 54 768 748 545 85 48 77 56 203
is_linear=0
shrinkage=0.00196078


Tree=9483
num_leaves=31
num_cat=0
split_feature=1 1 44 155 10 2 457 9 15 15 393 41 131 1210 3 151 3 11 15 51 1 0 13 49 15 4 1454 12 1212 42
split_gain=0.14839 0.0353818 0.0316994 0.0275623 0.0233764 0.022303 0.0264141 0.0282071 0.0194004 0.0191153 0.0310157 0.0280296 0.0178545 0.0176767 0.0195133 0.0268384 0.0203801 0.0343101 0.0156704 0.0232681 0.0217099 0.031181 0.0246425 0.0216216 0.0236228 0.0151354 0.014969 0.0154841 0.0615787 0.0377554
threshold=0.10337500000000001 0.14262000000000002 0.087770000000000015 0.084785000000000013 -0.074314999999999978 0.11411 0.094310000000000019 -1.0000000180025095e-35 -0.077219999999999983 0.040760000000000005 0.086030000000000009 0.07677500000000001 0.093840000000000021 -0.0084249999999999985 -0.076514999999999986 0.032230000000000009 -0.15447499999999995 0.080705000000000013 -0.079929999999999987 -0.087719999999999979 0.079415000000000013 -0.080499999999999988 -0.0062949999999999994 0.09517500000000001 -0.14601999999999996 0.51164000000000009 0.098995000000000014 0.083815000000000014 0.040035000000000008 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 -3 6 7 -2 -9 10 13 26 25 -1 16 18 17 -15 19 -16 21 -20 -22 24 -21 -6 27 28 29 -11
right_child=1 4 -4 -5 12 -7 -8 8 -10 11 -12 -13 -14 14 15 -17 -18 -19 20 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010405935775505734 0.00041845469802085847 -0.0027256464458663356 0.0058695488217794765 0.0038073616136161206 0.00072523527431916056 0.00099693972304359924 -0.0011799753893865274 0.0021938122701472963 0.0040806469840782827 0.0050016838101115324 -0.00033884514450619466 0.006457231038286027 -0.0016990304057253526 -0.00018756891866879806 0.0062291315820967334 -0.00056912540272936567 0.0038276918490737447 0.0041520014723860901 -0.0018281010313607429 0.0068920802801254802 0.00064735157977101278 0.0022840469311631753 0.0044009909309663696 0.0016278452134936177 0.0033228294100084346 0.004009743880014867 0.0010500638080494745 0.0036256518979953288 0.0091116811686123792 -1.7738461346280848e-05
leaf_weight=34 49 22 22 74 47 225 20 117 102 47 24 38 20 35 29 22 696 38 23 22 23 93 73 61 118 20 21 958 26 22
leaf_count=34 49 22 22 74 47 225 20 117 102 47 24 38 20 35 29 22 696 38 23 22 23 93 73 61 118 20 21 958 26 22
internal_value=0 0.00184586 0.00214285 0.00200317 0.00018657 0.00174292 0.00232572 0.00258734 0.00307261 0.00348423 0.00322247 0.00378812 0.000922992 0.00328993 0.00335195 0.00283981 0.00366097 0.00207139 0.00300949 0.00358114 0.0023893 0.00146871 0.00350168 0.0031991 0.00388371 0.00170569 0.00369369 0.00374641 0.00496413 0.00340129
internal_weight=0 718 609 587 109 513 288 268 219 2403 1291 1112 87 1267 1233 464 769 73 442 230 212 116 96 201 140 67 1074 1053 95 69
internal_count=3121 718 609 587 109 513 288 268 219 2403 1291 1112 87 1267 1233 464 769 73 442 230 212 116 96 201 140 67 1074 1053 95 69
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 4 2 150 14 0 2 12 52 2 3 1 4 50 159 2 16 47 3 1 51 3 43 15
split_gain=9.3621 1.14301 1.08126 0.776965 0.55238 0.381984 0.374433 0.332401 0.310363 0.247721 0.240496 0.203457 0.186665 0.180583 0.168266 0.153267 0.200809 0.139989 0.13624 0.114709 0.113551 0.134873 0.110592 0.109304 0.106818 0.0956509 0.0932773 0.12906 0.0912862 0.08887
threshold=0.10752500000000002 0.41257000000000005 0.051320000000000005 -0.049509999999999992 0.092390000000000014 0.13075500000000004 0.04735000000000001 -0.16363499999999997 0.12043500000000001 0.084680000000000019 0.076175000000000007 -0.076579999999999995 0.11389000000000002 0.13597000000000004 1.0000000180025095e-35 0.10402500000000002 -0.0063699999999999989 0.15964000000000003 0.27834500000000006 0.089465000000000017 0.076905000000000015 0.13754500000000003 -0.10850999999999998 0.077555000000000013 -0.23446499999999998 0.077845000000000011 -0.10056999999999998 0.092670000000000016 -0.088004999999999986 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 12 29 10 -6 -2 20 11 -4 23 19 15 16 -9 -7 22 24 21 -5 -8 26 -13 -26 -1 28 -28 -3
right_child=1 5 6 9 7 17 18 14 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00066451588568998085 0.00055526943774412442 0.00034429346911909038 0.00063100942278751548 0.00046034940532990731 0.00061080670909064241 0.00018436496115875796 0.00058952721752924338 0.00032070097747329657 0.00029513701330435599 0.00024010794918017604 0.00074385782648075515 0.00065591555865198792 0.00039607839917833791 0.00041397089378404899 0.00054356551285315445 0.00028131592472793352 0.00051723694238697479 3.136877600856735e-05 0.0003911350979830593 0.0006529532236186574 0.00026041077910100711 0.00030277613190170331 0.00050129782422586827 0.00068952501068069902 0.00057466229436435167 0.00046923905784039305 0.00047617000671160988 0.00042636113020223603 0.00060403454518429965 0.00022711735273053484
leaf_weight=31 110 76 1330 64 31 111 144 41 21 86 61 54 22 23 23 54 39 29 21 94 25 31 88 33 256 38 28 28 92 37
leaf_count=31 110 76 1330 64 31 111 144 41 21 86 61 54 22 23 23 54 39 29 21 94 25 31 88 33 256 38 28 28 92 37
internal_value=0 0.000320728 0.000595006 0.000395506 0.000504406 0.000221122 0.000613135 0.000425261 0.000513569 0.000320427 0.000622781 0.000618666 0.000567992 0.000583361 0.000388625 0.00036203 0.000416512 0.000152673 0.000542371 0.000592176 0.000377989 0.000408931 0.000556061 0.000585832 0.000575759 0.000561036 0.000566715 0.00054623 0.000574199 0.000305926
internal_weight=0 590 2531 337 422 253 2109 188 131 206 1856 1795 234 465 157 134 80 140 253 442 120 95 232 212 348 294 179 148 120 113
internal_count=3121 590 2531 337 422 253 2109 188 131 206 1856 1795 234 465 157 134 80 140 253 442 120 95 232 212 348 294 179 148 120 113
is_linear=0
shrinkage=0.00196078


Tree=9485
num_leaves=31
num_cat=0
split_feature=1 2 484 3 483 2 43 4 4 40 2 2 15 43 41 3 51 1212 1443 479 3 15 12 1 16 42 12 12 12 16
split_gain=0.154968 0.0342838 0.0241704 0.027305 0.0201199 0.0205438 0.0199276 0.0197742 0.0191263 0.0189407 0.0177768 0.0153721 0.0165555 0.0243248 0.0240434 0.0220709 0.0195973 0.0181176 0.016498 0.0155693 0.0152847 0.014893 0.0147532 0.0282075 0.0141949 0.0141459 0.0243896 0.0406422 0.025858 0.0164185
threshold=0.10337500000000001 0.13622000000000004 0.096675000000000011 -0.028564999999999997 0.086010000000000017 -1.0000000180025095e-35 0.084740000000000024 0.40124500000000002 0.42642000000000008 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.040760000000000005 -0.51144999999999985 0.07677500000000001 0.090900000000000009 -0.096089999999999981 0.090465000000000018 0.084655000000000022 0.088785000000000017 -0.047929999999999993 -0.12255999999999999 -0.42850999999999995 0.15799000000000005 -0.06421499999999998 -0.14609499999999997 0.082850000000000021 0.083785000000000012 0.084100000000000022 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 5 9 -2 11 10 -5 -7 12 13 -1 20 17 -17 18 19 -15 25 -12 -3 -24 -23 -14 -27 -28 -29 -30
right_child=1 22 -4 4 -6 8 -8 -9 -10 -11 21 -13 14 15 -16 16 -18 -19 -20 -21 -22 24 23 -25 -26 26 27 28 29 -31
leaf_value=0.00034178120829164981 0.0029793210144497067 0.0032913553857724766 -0.00076556651620194325 0.0013174515911641548 0.0042965826650696063 0.0034486352482290812 0.0062041141824530702 0.00063147478609938516 0.0049684994410546055 -0.0018978675739033083 -0.0012147285869223592 0.0017237725917522502 0.0055931190145201981 0.0036716195303318107 0.0064685649139416476 0.0042466677901945235 0.0011551817831683105 0.0008398225460120517 0.0061170534299755542 0.0010958937777710768 0.0057437729223498279 0.0028178335623005812 0.00091969136473294484 -0.0031005945615470414 0.00012324071037309134 0.00081015017681888173 0.0077037058842296781 0.00058567834264697293 0.0039252151628027428 0.0024554964289390706
leaf_weight=25 219 20 24 53 29 43 21 22 21 28 23 41 42 1058 37 29 70 23 27 24 42 46 137 20 34 28 26 26 799 84
leaf_count=25 219 20 24 53 29 43 21 22 21 28 23 41 42 1058 37 29 70 23 27 24 42 46 137 20 34 28 26 26 799 84
internal_value=0 0.00194148 0.00233673 0.00248074 0.00180429 0.00151285 0.00326149 0.00361576 0.00214672 0.000205983 0.00174084 0.00364334 0.00367697 0.00342987 0.00396329 0.00349258 0.00206077 0.0036178 0.00367542 0.00361449 0.00387475 0.00102788 0.000733406 0.000407553 0.00167263 0.00379664 0.00371829 0.00380538 0.00369388 0.0037854
internal_weight=0 718 541 517 277 248 240 2403 167 81 146 2381 2340 1256 1084 1231 99 1132 1109 1082 1047 103 177 157 80 1005 963 935 909 883
internal_count=3121 718 541 517 277 248 240 2403 167 81 146 2381 2340 1256 1084 1231 99 1132 1109 1082 1047 103 177 157 80 1005 963 935 909 883
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 14 39 1 4 2 49 4 52 11 376 47 1 16 4 43 12 3 4 2 47 15 52 49
split_gain=8.21997 1.32976 0.700348 0.598039 0.416231 0.398175 0.310912 0.29691 0.263479 0.250964 0.20965 0.187152 0.135093 0.124499 0.109529 0.105531 0.0995817 0.0991833 0.0968693 0.0877673 0.0827935 0.108818 0.095922 0.0791096 0.102195 0.077174 0.0697493 0.0677799 0.0672685 0.0661491
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.087880000000000014 0.092845000000000025 -0.17966999999999997 0.089885000000000007 -0.054984999999999992 0.41379000000000005 0.048770000000000008 1.0000000180025095e-35 0.083785000000000012 1.0000000180025095e-35 0.091450000000000017 -0.0094449999999999968 0.0052350000000000009 0.0010100000000000003 0.09141500000000001 0.30112000000000005 0.27287000000000006 0.11411 0.090280000000000013 -0.41942499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 8 6 7 11 10 -4 -3 18 -2 16 -6 -9 17 -10 -1 23 21 -13 -23 24 28 -5 -14 -27 -12 -21
right_child=1 4 9 25 14 -7 -8 15 13 -11 19 20 26 -15 -16 -17 -18 -19 -20 29 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00056333498001853841 0.00034931045714749903 0.00049487885288601997 0.00049700875074129352 0.00035861775601660114 5.5396145972636942e-05 0.00036326189178462122 0.00032169099621706047 0.00055270894770236576 0.00022653171384527657 0.00029168211924995667 0.00032912346784001078 0.00054707153729277212 0.00056230951430549325 0.00014731263345102083 0.00019601317852490605 0.0007043384290695969 0.00016422061053136485 0.00041291281010479041 0.00051746621947730326 0.00030387109958146714 0.00048964630986808339 0.00037532011887022091 0.00050819375699908537 0.00021522909319969413 0.00028090461139001094 0.00029908104814170902 0.00046807536724902669 0.00015976278843499685 0.00048427244120421894 0.00016012249710483422
leaf_weight=1127 23 20 37 30 57 48 24 25 23 60 21 447 58 87 34 60 27 21 210 20 258 25 127 26 55 29 63 25 22 32
leaf_count=1127 23 20 37 30 57 48 24 25 23 60 21 447 58 87 34 60 27 21 210 20 258 25 127 26 55 29 63 25 22 32
internal_value=0 0.000288598 0.000533278 0.000410363 0.000226211 0.000540015 0.000543699 0.000546037 0.000256615 0.000370003 0.000304644 0.000541632 0.000487061 0.000197035 0.000107934 0.000659742 0.000257963 0.000315486 0.00055613 0.000283026 0.000519012 0.00053166 0.00048634 0.000311381 0.000336891 0.00027888 0.000513245 0.000234582 0.000408502 0.00021541
internal_weight=0 673 2448 228 445 2351 2303 2279 354 97 196 2194 144 158 91 85 71 44 1337 176 857 599 152 124 98 84 121 54 43 52
internal_count=3121 673 2448 228 445 2351 2303 2279 354 97 196 2194 144 158 91 85 71 44 1337 176 857 599 152 124 98 84 121 54 43 52
is_linear=0
shrinkage=0.00196078


Tree=9487
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 1 14 2 47 1 133 132 3 0 15 4 4 1 16 47 1 15 13 52 0 156 51
split_gain=4.91626 0.802772 0.516639 0.467635 0.348285 0.255765 0.201673 0.197263 0.14261 0.134177 0.114568 0.0807162 0.0740981 0.054316 0.0654577 0.0536296 0.0530651 0.12933 0.060537 0.0528835 0.0809962 0.050817 0.0483713 0.0471426 0.0420591 0.0511936 0.0414339 0.0441462 0.0410874 0.0403409
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40473500000000007 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.091265000000000013 0.13011000000000003 0.091195000000000012 0.089200000000000015 0.08696000000000001 0.30112000000000005 -0.11173999999999999 -0.10469999999999999 0.0033150000000000007 -0.015039999999999998 0.086920000000000011 0.11346000000000002 0.10019500000000002 0.15964000000000003 -0.11033999999999998 -0.078279999999999975 0.056145000000000007 -0.036484999999999997 0.088305000000000008 -0.13782999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 7 -6 9 -5 10 12 23 16 14 15 22 17 -1 -19 -12 24 -7 -3 26 -21 -26 27 -4 -18 -30
right_child=1 2 11 8 6 21 -8 -9 -10 -11 19 -13 -14 -15 -16 -17 28 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00052135711926320745 0.00043854213023097286 0.00024545539506710311 9.0233289006659209e-05 0.00040401936739128871 0.00040239433498563367 0.00024025456651168711 0.00022833213085732135 0.00026671811668171848 0.00024644641269147951 0.00052185415368711933 0.00043786944143305094 0.00025046921869872283 0.00041962499747558646 0.00015842854839912245 0.00014661639831844338 0.00018860365742561863 0.0004651586381617156 0.00029717255159882635 0.00043553863852923992 0.00046758509497867306 0.00029961370798403772 0.00036829791642698905 0.00032661738808081598 4.9708040276805029e-05 0.00044184253647188202 0.0003846705649589771 0.00020836355028448786 0.00017814616251545136 0.00047982733645297166 0.00038609635664929977
leaf_weight=26 74 146 70 34 83 26 37 24 63 85 408 20 221 42 29 50 1068 31 20 47 26 22 35 31 91 178 24 32 27 51
leaf_count=26 74 146 70 34 83 26 37 24 63 85 408 20 221 42 29 50 1068 31 20 47 26 22 35 31 91 178 24 32 27 51
internal_value=0 0.000245871 0.000222069 0.000435097 0.000259363 0.000440602 0.000348725 0.000443555 0.000301678 0.000445417 0.000442456 0.000133153 0.000452667 0.000223855 0.000234424 0.000245447 0.000458638 0.00040881 0.000351434 0.000422795 0.000404811 0.000298941 0.00026115 0.000118208 0.000413467 0.000404011 0.000135061 0.000117814 0.000461986 0.000418542
internal_weight=0 673 599 2448 422 2351 120 2303 97 2279 2194 177 1444 302 260 231 1223 77 51 750 342 48 181 157 316 269 126 102 1146 78
internal_count=3121 673 599 2448 422 2351 120 2303 97 2279 2194 177 1444 302 260 231 1223 77 51 750 342 48 181 157 316 269 126 102 1146 78
is_linear=0
shrinkage=0.00196078


Tree=9488
num_leaves=31
num_cat=0
split_feature=1 4 155 150 0 2 2 2 391 16 16 3 160 1444 4 0 16 133 133 1 42 3 133 13 12 0 403 42 43 43
split_gain=0.183883 0.0381021 0.0265858 0.0271182 0.0243444 0.0206242 0.02013 0.0181317 0.0228228 0.0171709 0.0212883 0.0245148 0.0209781 0.0179337 0.0172947 0.0157395 0.0153521 0.0228126 0.0349207 0.0236617 0.0168312 0.0280328 0.0315538 0.022959 0.0217279 0.0308049 0.0542101 0.0168856 0.0255597 0.0196038
threshold=0.10337500000000001 0.27287000000000006 0.10158500000000002 0.092390000000000014 -0.026509999999999995 -0.13033999999999998 0.25063000000000007 0.090175000000000019 -1.0000000180025095e-35 0.0057500000000000008 -0.0007049999999999999 0.0051600000000000005 -0.081969999999999987 -0.066134999999999985 -0.10429499999999998 -0.23194499999999998 -0.087659999999999988 0.017095000000000003 -0.0084449999999999994 0.078340000000000007 0.084835000000000008 -0.086424999999999988 0.085760000000000017 -0.0082249999999999979 0.083785000000000012 -0.071719999999999992 -0.53101999999999994 0.090690000000000007 0.0016850000000000001 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -3 9 -9 10 11 13 -11 -7 -14 -13 17 18 -15 -20 21 -18 23 -23 -22 26 -26 29 -29 -28
right_child=1 6 -4 -5 -6 7 -8 8 -10 12 -12 15 14 16 -16 -17 20 -19 19 -21 24 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.001076270998843635 0.0032941037611716969 0.0015779914560591893 0.0047392667557464027 0.00058093727693044311 0.00070616457622151745 0.0070341487526893627 -0.0014344075636472553 0.00034336041426286101 0.0037572976298480029 0.0012082765564775549 0.0060999567158111917 0.0046015794295817614 0.0056424759113724576 0.0047384106861440966 0.0031786127977550616 0.0011657955939881504 0.0039100010845513102 0.003347351283561071 0.01001308691971328 0.00577982647772578 0.006524364828047427 0.0038622286315135 0.0081712273221152525 0.0071117213430504011 -0.001727201267267051 0.0062906012905295933 0.0019066729636253194 0.0062695954812736045 0.002428505416028202 0.0041946287877613403
leaf_weight=24 235 293 61 62 43 25 24 20 937 37 68 20 40 215 99 40 299 76 23 31 22 79 36 30 23 30 97 41 30 61
leaf_count=24 235 293 61 62 43 25 24 20 937 37 68 20 40 215 99 40 299 76 23 31 22 79 36 30 23 30 97 41 30 61
internal_value=0 0.00216925 0.00281694 0.00247205 0.00289381 0.00399305 0.00134992 0.00402248 0.00368595 0.00424895 0.00437956 0.00428024 0.00332436 0.00438593 0.00388764 0.00231106 0.00432535 0.0048772 0.00530942 0.00758288 0.00407083 0.00446334 0.00560436 0.00475658 0.00349755 0.00326142 0.0029008 0.00336563 0.0046466 0.00279
internal_weight=0 718 401 340 278 2403 317 2379 957 1422 1246 1178 176 1118 139 60 1093 345 269 54 748 444 145 109 304 282 252 229 71 158
internal_count=3121 718 401 340 278 2403 317 2379 957 1422 1246 1178 176 1118 139 60 1093 345 269 54 748 444 145 109 304 282 252 229 71 158
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 42 13 14 13 0 43 2 43 0 3 0 4 131 2 402 157 3 40 14 155 159 159 2 13 16
split_gain=0.149679 0.0429352 0.0292795 0.0412554 0.032552 0.0196502 0.0252391 0.0222177 0.0169529 0.0161074 0.0207022 0.0527136 0.0329343 0.0231673 0.0194773 0.0192029 0.0161714 0.0146755 0.0362361 0.0143649 0.015583 0.0149365 0.013887 0.013065 0.0130006 0.0136522 0.0228718 0.0264744 0.0214312 0.0310315
threshold=0.10124500000000002 -0.39518999999999993 0.10252500000000002 -1.0000000180025095e-35 -0.13309499999999996 -0.019989999999999997 -0.012549999999999997 -0.10708499999999999 -0.0075049999999999987 -0.072269999999999987 -0.082689999999999986 0.086885000000000004 -0.092909999999999979 -0.071339999999999987 0.092670000000000016 0.11070500000000001 -0.52556499999999995 0.10033500000000002 0.25063000000000007 0.095250000000000015 -0.0045449999999999996 -0.045649999999999989 -1.0000000180025095e-35 -0.22253999999999999 0.10454000000000001 0.082105000000000025 0.11389500000000001 0.085730000000000015 0.061215000000000012 -0.077879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 -3 -4 17 -8 22 14 11 -11 15 -12 24 -13 -15 18 23 20 -18 -22 -6 -7 25 28 -27 -28 -1 -30
right_child=1 2 5 -5 8 6 7 -9 -10 10 13 12 -14 16 -16 -17 19 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0038356757739888697 0.0042338189631267687 0.0041728872324115242 -0.0010572298702650835 0.0036016456780635052 0.0021908470816687561 0.00255957463366055 0.0048939909985555074 0.0018100623378252733 -0.0020815914091971621 -0.0027163237379863861 0.00018253395071951673 0.0045780319006119572 -0.00076589616423007102 0.0062451546561256384 0.0018372575245918527 0.0010346256382763386 0.0048214445701213905 0.0029780735164725534 -0.0031836004946380857 0.0057940466254949577 0.0033652934285128958 0.0014241999193259022 -0.00045237557363114842 0.00039456216005435361 0.0015353883765637875 0.0051187320683207015 -0.00012062107212841511 0.0043951800294421816 0.0035018525317211877 8.8223794132078956e-05
leaf_weight=1437 78 29 35 160 46 37 28 141 22 20 20 65 20 23 52 20 54 24 25 25 178 51 35 113 25 174 20 37 89 38
leaf_count=1437 78 29 35 160 46 37 28 141 22 20 20 65 20 23 52 20 54 24 25 25 178 51 35 113 25 174 20 37 89 38
internal_value=0 0.00200917 0.00175949 0.00252201 0.00121337 0.001207 0.00142235 0.00232101 0.000380105 0.00361348 0.00309407 0.00198896 0.00288521 0.00348762 0.00374555 0.00374429 0.00368732 0.000659164 0.000341142 0.00349632 0.00329334 0.002933 0.00104871 0.000928599 0.00380008 0.00383162 0.00454921 0.00281069 0.00372563 0.00248045
internal_weight=0 773 695 292 132 403 368 169 103 2348 476 125 105 351 1872 85 331 199 175 308 283 229 81 150 1820 1795 231 57 1564 127
internal_count=3121 773 695 292 132 403 368 169 103 2348 476 125 105 351 1872 85 331 199 175 308 283 229 81 150 1820 1795 231 57 1564 127
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=31
num_cat=0
split_feature=1 4 43 13 12 3 1 12 13 13 16 4 1 47 2 16 16 0 16 49 16 3 0 51 11 16 3 13 51 48
split_gain=0.12124 0.0360836 0.0214023 0.0363115 0.018846 0.0185224 0.0158414 0.0188697 0.0152195 0.0184884 0.0147853 0.021627 0.0197273 0.0468022 0.014332 0.0130551 0.0124515 0.0207095 0.033429 0.0171518 0.0117871 0.0145779 0.0164074 0.012422 0.0193546 0.0190943 0.0115146 0.0111518 0.0117458 0.0275237
threshold=0.10124500000000002 -0.036839999999999991 -0.24021999999999996 0.17001000000000002 -1.0000000180025095e-35 -0.042499999999999989 0.14262000000000002 -0.12529499999999996 -0.47860499999999995 -0.059629999999999996 -0.56967999999999985 0.042705000000000007 0.083345000000000016 0.084210000000000021 0.12043500000000001 -0.44310499999999992 -0.020119999999999996 -0.18901999999999997 -0.53943499999999989 0.0034800000000000005 -0.11118499999999999 0.10299500000000002 -0.019414999999999998 -0.22411499999999998 0.08776500000000001 0.40020000000000006 -0.0096849999999999974 -0.14819499999999997 0.0038750000000000004 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 5 -2 -4 7 -7 -8 -10 -1 14 15 -14 20 -13 17 18 -9 26 -12 23 -23 25 27 -22 -18 -25 -29 -30
right_child=1 2 3 -5 -6 6 8 16 9 -11 11 12 13 -15 -16 -17 19 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0058936586248732751 0.00099578642032363204 0.0042623478087569734 0.0023481439232853705 -0.002183685381896794 0.0036717142192243882 0.0040042842899520809 0.0017884646166930907 0.0012386220867483646 -0.0031367712602950633 0.00079182026725586354 0.0043705317804731587 0.0039552755537442868 -0.0027193017030620707 0.002968346193367138 0.0015426468212417393 0.0023810301777873171 0.0023891165041394773 0.0009869256491262658 0.0063023689329962844 -0.0023670345870777966 0.0067960493123302088 -0.0005864466191269458 0.003464158893330023 0.0055489678978515068 0.00030749564369519553 0.0028405641165116561 -0.0002079109352627328 0.0034328292851983863 0.0030227670664608013 -0.00070375351999907505
leaf_weight=21 33 26 178 28 130 26 25 32 25 23 115 75 23 39 43 177 31 136 22 20 26 20 20 23 21 23 38 1500 200 22
leaf_count=21 33 26 178 28 130 26 25 32 25 23 115 75 23 39 43 177 31 136 22 20 26 20 20 23 21 23 38 1500 200 22
internal_value=0 0.00180825 0.00145507 0.00133009 0.00312996 0.00150704 0.00111097 0.00142768 -0.000212271 -0.00125432 0.00325213 0.00322829 0.0024564 0.000858412 0.0033487 0.00284956 0.00118757 0.00164479 0.00330163 0.000211475 0.00338812 0.00332721 0.00143886 0.00336883 0.00332525 0.00493939 0.00095887 0.00336157 0.00333235 0.00265347
internal_weight=0 773 610 584 163 556 378 305 73 48 2348 2327 314 62 2013 252 279 190 54 89 1970 1855 40 1815 1766 49 69 1745 1722 222
internal_count=3121 773 610 584 163 556 378 305 73 48 2348 2327 314 62 2013 252 279 190 54 89 1970 1855 40 1815 1766 49 69 1745 1722 222
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=31
num_cat=0
split_feature=1 12 483 132 1375 403 1 43 3 1 3 4 0 2 2 2 151 3 15 483 156 130 0 10 376 15 484 484 49 484
split_gain=0.0994106 0.0309524 0.0253377 0.0227571 0.0227598 0.015823 0.0154225 0.0139079 0.0170694 0.0187028 0.0166145 0.0145785 0.0161445 0.0135768 0.0237064 0.0132234 0.0130405 0.0127119 0.012563 0.0124041 0.0135617 0.0137279 0.0151926 0.0145684 0.0122127 0.0120829 0.0117969 0.0213812 0.017147 0.0335584
threshold=0.12000500000000001 0.078300000000000008 -0.070084999999999981 0.092395000000000019 -0.27302499999999996 0.085340000000000013 0.16773500000000005 -0.078654999999999989 0.12178000000000001 0.10984500000000001 -0.13309499999999996 1.0000000180025095e-35 -0.10011499999999998 -0.0050599999999999994 0.098035000000000011 -0.080614999999999978 -0.096264999999999976 0.10893000000000001 0.15110000000000004 0.098395000000000024 0.10339000000000002 -0.0060099999999999989 -0.18901999999999997 1.0000000180025095e-35 0.11159000000000001 0.050935000000000008 0.087020000000000014 0.085595000000000018 0.11560500000000001 0.091880000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 19 11 10 -10 -9 13 -13 -6 -15 -3 -12 25 26 20 21 -2 -23 24 -24 -18 27 -17 29 -28
right_child=6 15 3 -5 5 -7 -8 8 9 -11 16 12 -14 14 -16 18 17 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0052719340566545723 -0.0013607662891175736 0.005023674633834632 -0.000919527107971194 -0.00087092526328678326 0.00061741051357807372 0.0045648022456463945 -0.0015239652448698232 0.00019283065022054045 -0.0014374781882257335 0.0023176977048731512 0.0055081412661820654 -0.0021718002741008173 0.0015892728120088578 0.0057894662069156765 0.0015728520136326551 0.0029429504876943226 0.0028529979180807801 0.00092487014757352886 0.00083914725775165221 0.0035685507124071595 0.0031286730810447978 -0.0016182028641924262 0.0019645982343448145 -0.00046144324238412088 -0.00055316555765536827 0.0052371410536579789 0.0070071182130050152 0.00025270755169913171 0.0010163648007437587 0.0033592373246186173
leaf_weight=25 27 31 23 26 41 29 23 22 21 36 20 21 25 20 40 1938 186 30 28 20 27 20 155 40 22 24 32 30 20 119
leaf_count=25 27 31 23 26 41 29 23 22 21 36 20 21 25 20 40 1938 186 30 28 20 27 20 155 40 22 24 32 30 20 119
internal_value=0 0.00280044 0.00215667 0.00201858 0.00215822 0.00229567 0.000974774 0.00216027 0.00251254 0.000934212 0.00283156 0.0013479 -0.000127739 0.00201997 0.00297839 0.00297295 0.00305484 0.0028504 0.00294362 0.00115957 0.000994003 0.000775684 0.00101908 0.00126214 0.00165166 0.00312547 0.00297117 0.00290194 0.00376786 0.0041323
internal_weight=0 2787 589 564 538 515 334 486 339 57 282 147 46 101 60 2198 260 240 2167 311 291 264 237 217 177 210 2139 1968 171 151
internal_count=3121 2787 589 564 538 515 334 486 339 57 282 147 46 101 60 2198 260 240 2167 311 291 264 237 217 177 210 2139 1968 171 151
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=31
num_cat=0
split_feature=4 2 1 150 149 3 15 133 10 43 1 132 51 2 2 16 1453 1 1 50 156 16 52 3 1213 403 133 1185 159 13
split_gain=0.0844508 0.0274788 0.0189018 0.0260491 0.0184663 0.0177954 0.0165169 0.0164288 0.0159305 0.0151264 0.0259352 0.0153298 0.0142979 0.0135481 0.0293643 0.0248566 0.0275828 0.0262695 0.020759 0.0202438 0.0184768 0.017821 0.0244701 0.0310289 0.0243493 0.021947 0.0151599 0.0137205 0.0140405 0.0174489
threshold=0.27287000000000006 0.14285500000000004 0.091195000000000012 1.0000000180025095e-35 0.07770500000000001 -0.083654999999999993 -0.079929999999999987 1.0000000180025095e-35 -0.079859999999999987 -0.03898999999999999 0.09253500000000002 0.082230000000000011 -0.21316999999999997 0.084055000000000005 0.083935000000000023 -0.082039999999999988 -0.0087699999999999983 0.088875000000000023 0.089175000000000018 0.090515000000000012 0.088410000000000016 -0.018494999999999998 -0.0087299999999999982 -0.085784999999999986 -0.051744999999999992 -0.074254999999999988 -0.14032999999999998 0.088895000000000016 -0.092414999999999983 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 9 8 -5 -3 -8 -2 10 -4 -12 -11 14 15 17 -17 19 27 26 21 24 23 -23 -18 -26 -1 28 29 -15
right_child=4 6 3 5 -6 -7 7 -9 -10 12 11 -13 -14 18 -16 16 20 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0064885692810639746 -0.0012228729991385571 0.0028657114866224155 -0.0015742468490861938 -0.0017961975093930959 0.0033494272057266374 0.0014031272350142612 -0.001623610960615968 0.0016388347805959399 0.00093205669888432076 0.0052306503593717935 0.0024601218577255638 -0.00038137685651669188 0.0027313006405803308 0.0055241150836295942 0.0068125453227284279 -0.0011641943268477918 0.004552720219362527 0.0065756605035858229 -0.00058959741378203042 0.00094006612586478391 -8.377139456570149e-05 0.0049072799403361532 0.0060890960407310301 0.00046367062837816782 0.0026779540039569838 -0.0011556651842381273 0.0034065335526284354 0.0049306826576447256 0.0025146966488949624 0.0029505182924017739
leaf_weight=20 39 27 20 20 28 133 33 29 285 25 198 21 271 34 22 20 26 32 20 27 21 33 35 30 32 28 79 26 1390 117
leaf_count=20 39 27 20 20 28 133 33 29 285 25 198 21 271 34 22 20 26 32 20 27 21 33 35 30 32 28 79 26 1390 117
internal_value=0 0.00253002 0.00258743 0.00213554 0.000885591 0.000984915 0.000801362 -9.76283e-05 0.000672667 0.0024646 0.00187285 0.00218765 0.00294239 0.00274351 0.00325975 0.00305567 0.00238059 0.00401703 0.00261176 0.00336722 0.00272642 0.00304715 0.00396907 0.00279128 0.00199659 0.000888932 0.00402917 0.00265262 0.00261418 0.00353
internal_weight=0 2769 2680 688 352 153 89 62 324 535 239 219 296 1992 405 383 225 158 1587 126 205 184 98 63 86 60 99 1567 1541 151
internal_count=3121 2769 2680 688 352 153 89 62 324 535 239 219 296 1992 405 383 225 158 1587 126 205 184 98 63 86 60 99 1567 1541 151
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 14 30 1 2 4 50 1 15 3 49 1 12 3 1 0 11 3 16 0 4 1 1
split_gain=11.7394 1.92547 1.25427 0.859905 0.742851 0.61527 0.400748 0.294446 0.27804 0.26127 0.245484 0.244357 0.2145 0.191805 0.139471 0.125189 0.1228 0.116584 0.110882 0.109408 0.104037 0.123603 0.0953195 0.106741 0.0949027 0.0808467 0.0784297 0.074329 0.0733893 0.0698779
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.062655000000000016 0.090155000000000027 0.077845000000000011 0.091265000000000013 -0.17966999999999997 0.041865000000000006 0.087135000000000004 -0.089964999999999976 0.31299000000000005 -0.054984999999999992 0.14699000000000004 0.08401500000000002 0.088060000000000013 0.13146500000000003 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 0.27252000000000004 -0.010949999999999998 -0.036839999999999991 0.089770000000000016 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 9 7 17 8 11 12 -5 14 -3 15 -1 18 20 -6 -4 -16 21 -14 23 24 -13 28 -7 -2 -26 -8
right_child=1 2 13 10 6 26 29 -9 -10 -11 -12 22 16 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0006807511689081655 0.00068643532706666964 0.00050582989950581463 0.00022405386970501351 0.00061506652364543837 0.00043219828585564505 0.0005013883167968423 0.00041253401215830528 0.00043005335531504606 0.0007686904533292288 0.0001669879611033727 0.00039644812680464722 0.00051004514411217032 0.00033271921319154795 0.00028419602120575169 0.00056207571814872288 -3.1174663038693866e-06 0.0002326040376895829 0.00060222020590295169 6.8940501525834833e-05 0.00065151944775085769 0.00039253003365497262 0.00018137946644542264 0.0004912715887322145 0.00071320007064200937 0.00064320042321895816 0.00058322881404608779 0.00034161686852059555 0.00054930778695087802 0.00053425410945041505 0.00025796205197160468
leaf_weight=1032 55 26 37 28 20 27 23 22 84 40 67 28 122 30 62 29 51 69 34 346 87 25 20 53 484 131 21 21 25 22
leaf_count=1032 55 26 37 28 20 27 23 22 84 40 67 28 122 30 62 29 51 69 34 346 87 25 20 53 484 131 21 21 25 22
internal_value=0 0.00035411 0.000317724 0.000643749 0.000363569 0.000651189 0.000487766 0.0006558 0.000657993 0.000316155 0.000460883 0.00065373 0.00033534 0.000146688 0.000668618 0.000105436 0.000319786 0.000564013 0.000149774 0.000637928 0.000338788 0.000306981 0.000624797 0.000628501 0.000621781 0.000626669 0.000431488 0.000648545 0.000637849 0.000336965
internal_weight=0 691 615 2430 485 2335 134 2287 2265 351 95 2181 311 130 1440 100 285 89 71 408 234 147 741 721 668 640 48 76 509 45
internal_count=3121 691 615 2430 485 2335 134 2287 2265 351 95 2181 311 130 1440 100 285 89 71 408 234 147 741 721 668 640 48 76 509 45
is_linear=0
shrinkage=0.00196078


Tree=9494
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 39 1 4 2 14 0 15 1 4 49 13 47 12 475 150 2 1 0 0 2 47 4 156 15
split_gain=9.37422 1.43585 0.867315 0.66696 0.530828 0.430252 0.271275 0.257868 0.219358 0.211328 0.21118 0.165229 0.256656 0.155185 0.140554 0.133069 0.132622 0.114203 0.100598 0.0975037 0.0964036 0.0891905 0.0841888 0.0727155 0.105057 0.067158 0.0669439 0.0643662 0.0578858 0.0535066
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099515000000000006 0.087735000000000021 0.084785000000000013 -0.17966999999999997 0.14122000000000004 0.062655000000000016 -0.10607499999999999 -0.11033999999999998 0.083345000000000016 0.0061450000000000003 -0.054984999999999992 -0.47860499999999995 1.0000000180025095e-35 0.087765000000000024 -0.066784999999999983 1.0000000180025095e-35 0.11682500000000001 0.089770000000000016 -0.06563999999999999 0.11070500000000001 0.11411 0.090280000000000013 0.033845000000000007 1.0000000180025095e-35 -0.42198999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 10 8 -4 -3 19 11 12 -1 -14 18 -2 -6 -8 22 -7 28 27 -13 -20 -25 -5 -17 -10 -21 -27
right_child=1 4 7 25 16 9 17 -9 21 -11 -12 14 13 -15 -16 26 -18 -19 23 20 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.00059325790617880748 0.00033149507520279051 0.00046432472997031267 0.00049236327424857004 0.00032099647109339616 0.00012122440357274616 0.00056574364762939917 0.0001424751542923596 0.00027053367810803055 0.00024725421550717317 0.00034045201188665094 0.00064356612585584933 0.00056893370476617433 0.00051033584757105392 0.00035101495603740855 0.00047647102353755251 0.00053536170276393205 -3.4475197837938703e-05 0.00026683663984782355 0.00053813080893913524 0.00047483455693077351 0.00035058118879409926 0.00020456106550537472 0.00045934010385757405 0.00039266189149416542 0.00057381833373915917 0.00027054661848381455 0.00044532344649597156 0.00034265082307036285 0.00055358002682954479 0.00014701877914353453
leaf_weight=47 24 22 29 31 58 54 122 66 57 41 76 718 40 57 112 64 33 37 759 288 22 74 28 32 20 26 63 52 41 28
leaf_count=47 24 22 29 31 58 54 122 66 57 41 76 718 40 57 112 64 33 37 759 288 22 74 28 32 20 26 63 52 41 28
internal_value=0 0.00026308 0.000521903 0.000387187 0.000198708 0.000529375 0.000232195 0.00033825 0.000279337 0.000474598 0.000542308 0.000538063 0.000474336 0.000416714 0.000543561 0.000465393 6.47619e-05 0.000171415 0.000548387 0.000488178 0.000476245 0.000257098 0.00056482 0.000533271 0.000462337 0.000248254 0.000490697 0.000292765 0.000484648 0.000206495
internal_weight=0 691 2430 236 455 2335 364 95 205 446 1889 1813 144 97 1669 151 91 159 1557 405 351 183 746 811 52 85 127 109 329 54
internal_count=3121 691 2430 236 455 2335 364 95 205 446 1889 1813 144 97 1669 151 91 159 1557 405 351 183 746 811 52 85 127 109 329 54
is_linear=0
shrinkage=0.00196078


Tree=9495
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 1 47 14 0 15 4 1 4 1 1 12 1 0 1 47 474 0 4 16 0 2 12 0
split_gain=6.29254 1.01763 0.528463 0.514537 0.352063 0.315213 0.192215 0.161048 0.128889 0.11056 0.108898 0.154226 0.0961898 0.155885 0.0915519 0.0852732 0.084964 0.067524 0.0669752 0.0646487 0.0646246 0.0583621 0.0499494 0.0469169 0.0464733 0.0451276 0.04503 0.0440867 0.0433676 0.0367501
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13559000000000002 0.092235000000000025 0.14122000000000004 0.077845000000000011 0.13082500000000002 0.062655000000000016 -0.10607499999999999 -0.11033999999999998 -0.013125 0.093100000000000002 -0.17966999999999997 0.122715 0.11690500000000002 0.090285000000000018 0.091450000000000017 -0.14226499999999997 0.13075500000000004 0.10589000000000001 0.10008000000000002 -0.10474999999999998 -0.013514999999999998 -0.29154999999999992 -0.090314999999999993 0.11411 0.080890000000000017 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 14 9 12 -4 23 10 11 -1 22 17 -3 24 21 28 -12 -13 27 25 26 -6 -2 -16 -7 -5 -14 -28
right_child=1 4 7 20 8 6 -8 -9 -10 -11 18 19 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00053717380478268575 0.00048586666607705137 0.00035864916253908007 0.0004527367442762818 0.00034570399001107919 0.00016628467232502093 0.00054562328942401011 0.00031382421375439817 0.00027566375134565658 0.0002702844702755309 0.00057410845847577702 0.00049977245511163956 0.00042313114927617723 0.00043050549788718799 0.00029263750808252614 0.00030663302639197514 0.00033675563478234089 0.0001936210463536674 0.00041908002100240485 0.00046076607341477945 0.00030273993796491071 0.00015541286621656683 0.00036033600373984941 0.00055759526117175233 8.5990442319816118e-05 0.00040752818323656599 0.0002270325981251964 0.00046606968140742045 0.00023592857146694649 0.00051086990324628262 0.00037941565846695617
leaf_weight=35 74 25 28 22 39 26 41 67 22 62 1201 47 42 30 38 29 113 197 197 27 24 21 25 99 48 98 318 39 67 20
leaf_count=35 74 25 28 22 39 26 41 67 22 62 1201 47 42 30 38 29 113 197 197 27 24 21 25 99 48 98 318 39 67 20
internal_value=0 0.000259155 0.00047121 0.000363636 0.000204963 0.000477042 0.000444437 0.000327854 0.000130903 0.00049296 0.000489622 0.000429929 0.000451823 0.000427522 0.000245131 0.000432327 0.00023462 0.000440746 0.000494276 0.000379205 0.000241607 0.000264129 0.000472814 0.000108682 0.000455045 0.000249274 0.000466991 0.00027552 0.000479904 0.000460942
internal_weight=0 691 2430 236 455 2335 766 95 160 1569 1507 109 725 336 295 151 270 306 1398 74 85 157 389 138 122 136 364 61 109 338
internal_count=3121 691 2430 236 455 2335 766 95 160 1569 1507 109 725 336 295 151 270 306 1398 74 85 157 389 138 122 136 364 61 109 338
is_linear=0
shrinkage=0.00196078


Tree=9496
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 12 1 133 131 2 0 401 4 3 484 3 151 128 13 1 16 484 13 0 16 4 52 51 2 39
split_gain=0.159214 0.0416752 0.0300443 0.0454378 0.0279667 0.0192766 0.0166238 0.015954 0.0155602 0.0328899 0.0151932 0.0190606 0.0276615 0.0284487 0.0265219 0.0165416 0.0300644 0.0161131 0.0169953 0.0163326 0.0220769 0.0147486 0.0145263 0.0140667 0.0210948 0.0181369 0.0257073 0.0172227 0.0223889 0.0154351
threshold=0.10124500000000002 -0.39518999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.092465000000000006 0.13869000000000004 -1.0000000180025095e-35 0.090855000000000005 0.17760500000000004 -0.072269999999999987 0.080710000000000018 -0.49013999999999996 -0.13927999999999999 0.084040000000000017 0.084940000000000015 -0.044604999999999992 0.092940000000000009 0.0061450000000000003 0.091785000000000019 -0.080509999999999984 -0.064309999999999992 -0.0075049999999999987 -0.14920999999999998 -0.016164999999999995 0.053925000000000008 1.0000000180025095e-35 0.14722500000000002 0.098035000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 -5 7 -4 9 -8 15 12 13 -12 17 23 -17 18 19 20 -14 -22 -6 24 -1 27 -27 28 29 -25
right_child=1 2 6 5 22 -7 8 -9 -10 -11 11 -13 14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0042285305993464686 0.0042285306057004701 0.0040039245998396552 -0.00021479353894984495 0.005727780355515185 0.0011073139817367687 0.0031242095491186427 0.00078446987516028765 0.0018501961326466681 0.002487472058273852 -0.0039757492020726206 0.0076055449123183898 0.0010072295580726318 0.0067143523615137068 0.0038063853602754334 0.00037341409495436693 0.0057687475789515753 0.0014245994907634502 0.0059875248157595711 0.0014902916485360559 0.0015132668421830278 0.0012212483960096368 0.0038132622398573124 -0.0017903155932964929 0.0038595776318631793 0.0077974243387209504 0.0018901241230735281 0.0042725849201162465 0.0015222832416023676 0.0059088776126937498 0.0063186553647168551
leaf_weight=67 78 29 43 39 81 105 47 288 20 21 27 37 23 73 36 21 66 20 56 37 26 141 22 1397 22 108 78 29 58 26
leaf_count=67 78 29 43 39 81 105 47 288 20 21 27 37 23 73 36 21 66 20 56 37 26 141 22 1397 22 108 78 29 58 26
internal_value=0 0.00203676 0.00179078 0.00260089 0.00126075 0.00382934 0.00125716 0.00158193 3.55545e-05 -0.000685598 0.00369138 0.00318693 0.00337064 0.00483216 0.00293951 0.00381965 0.00247319 0.00324439 0.00305053 0.00343543 0.00380975 0.00340972 0.000488403 0.00388528 0.00511073 0.00382097 0.00288922 0.00393575 0.003983 0.00390451
internal_weight=0 773 695 276 132 144 419 331 88 68 2348 476 439 100 339 1872 87 303 283 227 190 167 103 1785 89 1696 186 1510 1481 1423
internal_count=3121 773 695 276 132 144 419 331 88 68 2348 476 439 100 339 1872 87 303 283 227 190 167 103 1785 89 1696 186 1510 1481 1423
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=31
num_cat=0
split_feature=1 4 2 15 10 2 3 12 52 132 133 10 43 48 45 124 2 376 123 12 16 16 42 11 14 0 4 2 4 0
split_gain=0.128963 0.0358834 0.0217345 0.0237732 0.0344885 0.0218107 0.0204611 0.0173079 0.0163136 0.0168728 0.0170785 0.0179216 0.0292894 0.0155998 0.0150181 0.0159837 0.0146987 0.0145548 0.0148987 0.014059 0.0121438 0.0164448 0.0116418 0.0112977 0.0138695 0.017029 0.0444794 0.0261218 0.017216 0.0236296
threshold=0.10124500000000002 -0.036839999999999991 0.13622000000000004 -0.084564999999999987 -0.38124499999999995 0.16394500000000004 0.149315 -1.0000000180025095e-35 0.19022000000000003 -1.0000000180025095e-35 0.085635000000000003 0.10223 0.084740000000000024 0.12118000000000002 0.081955000000000014 -0.076779999999999987 0.14122000000000004 0.084545000000000009 0.083430000000000018 0.092465000000000006 -0.40995499999999996 -0.024819999999999998 0.097020000000000009 0.086080000000000018 0.062655000000000016 -0.11173999999999999 -0.0016099999999999997 0.087675000000000017 0.022185000000000003 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 6 8 4 -4 -6 7 -2 9 -3 11 12 13 22 15 17 23 18 -1 -9 -12 -22 -11 24 25 26 -17 -28 29 -27
right_child=1 2 3 -5 5 -7 -8 19 -10 10 20 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0024944918263973969 0.0012071310691535474 -0.0011553946937922211 0.0043319261297583584 -0.0022054689911393719 0.00098072966908327713 -0.0026877833463783778 0.00031471746465699241 0.0055424487017918123 0.0035017916925854107 0.0024815923730226565 0.0019944444594633143 -0.00050308833888266233 0.0054744602939872829 -0.00047409165544313905 0.0059227123750712381 -0.00062290307894153035 0.0014707348092065885 0.0040175764624228059 -0.00078658981621265419 0.0032631005155327668 -0.002658753379364498 0.00091761326798910482 -4.493118976824917e-05 0.0015163787880737801 0.0047837743742234068 0.0064730432160474641 0.0065269119571894412 0.0025741271086877622 0.0025473033636509899 0.0034918520502862692
leaf_weight=31 25 21 25 28 71 21 22 43 51 207 36 24 27 23 22 38 41 23 25 73 20 36 20 32 71 27 21 82 195 1740
leaf_count=31 25 21 25 28 71 21 22 43 51 207 36 24 27 23 22 38 41 23 25 73 20 36 20 32 71 27 21 82 195 1740
internal_value=0 0.00183309 0.00148089 0.000411954 0.00103835 0.000143352 0.00315113 0.00359369 0.00181422 0.00160633 0.0017539 0.00211835 0.00234548 0.00200755 0.00332225 0.00329765 0.0033468 0.0018996 0.00102972 0.00410803 0.000561511 -0.000359661 0.00225899 0.00338167 0.00340913 0.00336272 0.00230123 0.00338003 0.003439 0.00353741
internal_weight=0 773 610 145 117 92 163 141 465 414 393 301 277 250 2348 2326 2247 79 56 116 92 56 227 2206 2174 2103 141 103 1962 1767
internal_count=3121 773 610 145 117 92 163 141 465 414 393 301 277 250 2348 2326 2247 79 56 116 92 56 227 2206 2174 2103 141 103 1962 1767
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 2 376 12 4 47 4 0 2 2 4 0 43 15 14 52 2 2 0 15 0 160 4 12 3 15
split_gain=6.13934 0.823582 0.706113 0.57478 0.405353 0.297036 0.203853 0.192189 0.182647 0.169222 0.139784 0.119949 0.140591 0.113799 0.115353 0.112255 0.0981397 0.0940805 0.0932473 0.0844254 0.0797522 0.0716122 0.0664197 0.0877388 0.0661074 0.0657983 0.06068 0.0705875 0.0574493 0.0543482
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.12408500000000001 0.08864000000000001 0.092235000000000025 0.080200000000000007 0.090285000000000018 -0.17966999999999997 0.13082500000000002 0.033845000000000007 1.0000000180025095e-35 0.092235000000000025 0.14285500000000004 0.42051500000000003 -0.23194499999999998 -0.04890499999999999 0.13592500000000005 0.076175000000000007 1.0000000180025095e-35 0.10402500000000002 0.11389000000000002 -0.11242999999999999 -0.095244999999999982 -0.097024999999999986 -0.067824999999999983 -0.059649999999999988 -1.0000000180025095e-35 -0.047929999999999993 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 15 6 -3 18 -6 13 17 12 16 14 -5 -1 -10 24 22 20 -14 26 23 -4 -9 -16 -17 -28 -26 -15
right_child=1 3 7 9 8 -7 -8 10 11 -11 -12 -13 19 29 25 21 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00059663624022946208 0.00048642607060223145 0.00042992986296463975 0.00051868229373997334 0.00025591000613087834 0.00048257165507735667 0.00024235850898410616 0.00022513466649780087 0.00056507776619172561 0.0003117524880488046 0.00029456652159945749 0.00041635552451754369 0.00018054574926276834 0.0003421440330145728 0.00015527708246162883 0.0002327093251874179 0.00050531419395816093 0.00045960490944874441 0.00035455601523294475 0.00059127014508281921 0.00040021619709933837 0.00021289399390419324 0.00034061783080551876 0.00050420341435054384 0.00033924033476866503 0.00048082386396517665 0.00010911926896239659 0.00046520332848002088 0.00034225218090738649 0.00037677854605638232 6.0316510875529682e-05
leaf_weight=22 52 74 20 52 31 165 25 35 28 34 171 21 29 37 22 70 45 23 46 21 50 21 1053 22 718 67 58 26 21 62
leaf_count=22 52 74 20 52 31 165 25 35 28 34 171 21 29 37 22 70 45 23 46 21 50 21 1053 22 718 67 58 26 21 62
internal_value=0 0.000250787 0.000472896 0.000228012 0.000399681 0.000293304 0.000378214 0.000487546 0.000342817 0.000165102 0.000467224 0.000320485 0.000337472 0.000146762 0.000182538 0.000464626 0.000402894 0.000478139 0.000504787 0.000289714 0.00026034 0.00044803 0.000501154 0.000424689 0.000481811 0.00013967 0.000462678 0.000427147 0.000477867 9.58068e-05
internal_weight=0 590 2531 538 422 264 99 2109 225 274 968 194 173 240 141 197 73 797 1141 100 79 175 1095 42 774 89 154 84 739 99
internal_count=3121 590 2531 538 422 264 99 2109 225 274 968 194 173 240 141 197 73 797 1141 100 79 175 1095 42 774 89 154 84 739 99
is_linear=0
shrinkage=0.00196078


Tree=9499
num_leaves=31
num_cat=0
split_feature=1 3 124 9 2 4 14 16 4 4 12 12 131 13 124 3 151 2 52 11 160 12 16 49 132 3 3 13 1429 15
split_gain=0.129995 0.0333979 0.0213409 0.0208011 0.0307209 0.0247528 0.0183523 0.0286016 0.0187221 0.018072 0.0162221 0.017306 0.0159115 0.0198972 0.0151834 0.0148478 0.0255731 0.0145203 0.0144276 0.0138575 0.0210882 0.0222021 0.0136094 0.0295842 0.0192361 0.0228919 0.0174459 0.0133823 0.0132632 0.0305117
threshold=0.10337500000000001 0.31299000000000005 0.0049200000000000008 -1.0000000180025095e-35 0.10444500000000002 -0.050494999999999991 -0.23083499999999998 -1.0000000180025095e-35 0.50996500000000011 0.40124500000000002 0.10806000000000002 0.11903500000000002 0.09031500000000002 -0.053889999999999993 -0.081949999999999981 0.0022600000000000003 -0.030624999999999996 0.097070000000000004 0.0060650000000000009 0.075910000000000019 -0.085579999999999976 0.085355000000000014 -0.45661999999999997 -0.047584999999999995 0.10240500000000001 -0.13927999999999999 -0.097174999999999984 -0.08971999999999998 0.084770000000000012 -0.0079099999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 14 10 -6 8 15 -7 17 12 -12 13 -5 -2 -8 -17 19 -3 28 -21 -22 -19 -24 25 -25 -27 -28 -1 -30
right_child=1 18 -4 4 5 6 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 22 -20 20 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.0035171230650012635 0.0016182798804238259 -0.00050475252217530638 -0.00025002096857254709 0.0068964053486143392 0.0034883243417325877 0.0048726401343527764 0.00069837829133030031 -0.0019742474491820385 0.0012429255736060441 0.00049359485221264711 -0.00035394022939726709 0.0035271210630458817 0.0026924858582523569 0.0037284180788661951 -0.0017425234836991876 0.00050809573804144748 0.0046773455759149887 0.0046257146027718866 0.0019106074631458289 0.0019407236855477094 0.0077667000337636894 0.0039887669070490768 -0.00012189368790131994 0.0052423512929693815 0.00072143231086166848 2.8847736539319162e-05 0.0012028816126153938 0.0032593419341763806 0.0037923987639407 0.00034918443905718796
leaf_weight=1649 41 79 36 31 73 27 100 29 30 22 20 27 55 55 20 28 31 43 36 20 28 35 33 47 35 20 35 330 62 44
leaf_count=1649 41 79 36 31 73 27 100 29 30 22 20 27 55 55 20 28 31 43 36 20 28 35 33 47 35 20 35 330 62 44
internal_value=0 0.00181309 0.00211094 0.00226084 0.00247114 0.00187203 0.00139044 0.000913878 0.00296226 0.00334655 0.00348453 0.00187561 0.00402084 0.00487037 0.000516377 0.00144064 0.00269872 0.00337291 0.00025136 0.00350714 0.00476975 0.00566785 0.00291857 0.00277176 0.00297623 0.00315891 0.00290457 0.00306215 0.00344742 0.00236314
internal_weight=0 718 603 567 506 318 245 188 57 2403 188 47 141 86 61 159 59 2381 115 1838 83 63 543 500 467 432 385 365 1755 106
internal_count=3121 718 603 567 506 318 245 188 57 2403 188 47 141 86 61 159 59 2381 115 1838 83 63 543 500 467 432 385 365 1755 106
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 2 4 49 50 1 52 1 1 2 15 1 11 391 16 1 40 159 52 1
split_gain=8.7519 1.40525 0.796322 0.691139 0.492034 0.43669 0.396957 0.395356 0.30281 0.280319 0.244649 0.216115 0.174068 0.138376 0.118352 0.0940844 0.0860318 0.0836749 0.0807794 0.0735389 0.073483 0.0932485 0.0715329 0.0684286 0.0668824 0.0658028 0.0527482 0.0508158 0.0737162 0.0838816
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.089885000000000007 -0.15289999999999995 -0.054984999999999992 0.041865000000000006 0.091195000000000012 -0.56176499999999996 0.13265500000000002 0.13075500000000004 -1.0000000180025095e-35 -0.41396999999999995 0.14000500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.11346000000000002 0.12958500000000003 -0.077714999999999992 0.082585000000000006 0.086450000000000013 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 26 9 25 11 -4 15 -10 -2 20 -1 -13 -14 -5 -17 -6 -22 -11 -18 -7 -8 -3 28 29 -25
right_child=1 4 10 18 14 24 8 -9 12 22 -12 16 17 -15 -16 19 23 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00063815237432643499 0.00042161337335777405 0.0002683394206433739 0.00056581449734676532 0.00037568475606735623 0.00020801906609879339 0.00036062676056399152 0.00055138659690353155 0.0003665683092549443 0.00050459515741642792 0.00064191383138006812 0.00035942957359442931 0.00067441805710200388 0.00032872446073044855 0.00058752785872512878 0.00029193447596571924 0.00048343435548990269 0.00047306965141758031 0.00020117578227692246 0.00024108674416768979 0.00060543538994278876 0.00017864311850489744 7.5339661618950315e-06 0.00076675180710998234 0.00057593360396212591 0.00050752225154330176 0.0004096459926051252 0.00017633567032445332 0.00062673750951584091 0.00060465146633965298 0.00049148285330786242
leaf_weight=1117 23 46 34 60 36 26 34 24 20 25 63 45 141 121 26 21 20 23 24 199 24 25 60 308 22 20 50 118 313 53
leaf_count=1117 23 46 34 60 36 26 34 24 20 25 63 45 141 121 26 21 20 23 24 199 24 25 60 308 22 20 50 118 313 53
internal_value=0 0.000353402 0.000605875 0.000478575 0.000289268 0.000613058 0.000326855 0.000616916 0.000369786 0.000619553 0.000431771 0.000615272 0.000331897 0.000561028 0.000176169 0.000630853 0.000590965 0.000310837 0.000337228 0.00059379 0.000140758 9.13425e-05 0.000730035 0.00058634 0.000427954 0.00049889 0.000220421 0.000589201 0.000582629 0.000563535
internal_weight=0 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 144 111 1337 857 164 84 220 85 49 85 812 48 54 96 792 674 361
internal_count=3121 673 2448 228 445 2351 334 2303 238 2279 97 2194 184 144 111 1337 857 164 84 220 85 49 85 812 48 54 96 792 674 361
is_linear=0
shrinkage=0.00196078


Tree=9501
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 457 2 2 0 49 12 1 50 49 15 39 1 4 9 14 1 1 3 133 2
split_gain=11.9852 1.49638 1.30987 0.7844 0.734817 0.580734 0.463485 0.402412 0.385831 0.330212 0.281268 0.311779 0.226566 0.167993 0.215051 0.17971 0.127846 0.127334 0.12276 0.118751 0.113057 0.112606 0.110766 0.103001 0.0974203 0.0947465 0.0826785 0.0824414 0.0803478 0.0796494
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.09253500000000002 0.080930000000000016 0.14122000000000004 -1.0000000180025095e-35 -0.11173999999999999 0.082865000000000008 0.090285000000000018 0.12000500000000001 0.041865000000000006 -0.012034999999999999 -0.41396999999999995 0.095830000000000012 0.13075500000000004 -0.52556499999999995 0.085555000000000006 -1.0000000180025095e-35 0.083345000000000016 0.13756000000000004 0.10732000000000001 -1.0000000180025095e-35 0.087815000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 8 6 16 -8 12 -4 11 27 23 14 25 22 -3 19 -2 -7 24 28 -15 -1 -9 -14 -21 -6 -5 -24
right_child=1 5 9 21 10 17 7 20 -10 -11 -12 -13 13 15 -16 -17 -18 -19 -20 26 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00042461475247845929 0.00044101308702546005 0.00031539050069351505 0.0005942039539089004 0.0002844057327265886 0.00061950445617709197 0.00019219770564947255 0.00053281284743497356 0.00044284351497505712 0.00080424849430598593 0.00036219611370507727 0.00041101957422132239 0.00043286691348071534 0.00063215662312950517 0.00082791234765733986 0.0007392851727119848 0.00064459037332720705 0.00014827477131245726 0.00026350112296191368 0.00061050857507003646 0.00014086109421709004 0.00021089503475612737 0.00020968621574628344 0.00069498649787828523 0.0006039902061114416 0.00031390981880687226 0.00050818852029817327 -2.3012904719807879e-05 0.00050742164898065869 0.00044275331350059066 0.00065722954398416073
leaf_weight=20 20 24 34 22 385 36 42 29 77 77 34 41 38 21 32 604 66 26 92 20 31 24 744 32 101 63 29 27 28 302
leaf_count=20 20 24 34 22 385 36 42 29 77 77 34 41 38 21 32 604 66 26 92 20 31 24 744 32 101 63 29 27 28 302
internal_value=0 0.000331207 0.00064154 0.000476739 0.000651093 0.000264205 0.000309962 0.000361888 0.000668243 0.000433262 0.000583022 0.000595932 0.000662601 0.000666279 0.00059921 0.000671617 0.000192839 0.000143423 0.000580242 0.000106694 0.000317299 0.000320088 0.000686916 0.000535 0.000342672 0.00055483 4.38744e-05 0.000612159 0.00037308 0.000684085
internal_weight=0 590 2531 186 2420 404 293 203 1933 111 487 453 1856 1804 133 1671 90 111 112 85 161 74 1067 52 130 101 49 412 50 1046
internal_count=3121 590 2531 186 2420 404 293 203 1933 111 487 453 1856 1804 133 1671 90 111 112 85 161 74 1067 52 130 101 49 412 50 1046
is_linear=0
shrinkage=0.00196078


Tree=9502
num_leaves=31
num_cat=0
split_feature=1 3 1 124 42 42 2 4 45 42 11 4 0 48 4 51 3 401 13 13 43 0 156 4 1209 52 3 3 1 16
split_gain=0.179318 0.0395162 0.0280876 0.0221174 0.0211262 0.0180272 0.0180049 0.016948 0.0150792 0.0143245 0.0132548 0.0132456 0.0192517 0.0261366 0.0224058 0.0298245 0.0170646 0.01642 0.0169471 0.042052 0.0410689 0.035712 0.0457113 0.0353152 0.0237431 0.0234053 0.0191899 0.0189557 0.0337416 0.0203409
threshold=0.10337500000000001 -0.049509999999999992 0.16540500000000002 -0.076779999999999987 -0.0060199999999999993 0.11159000000000001 0.14122000000000004 0.41257000000000005 0.10526500000000001 -1.0000000180025095e-35 0.095720000000000013 -0.082249999999999976 -0.087084999999999982 0.092475000000000016 -0.50052499999999989 -0.091704999999999995 -0.10519499999999998 0.078085000000000016 -0.088464999999999988 -0.085804999999999979 0.10366000000000002 -0.084384999999999988 0.086945000000000008 -0.07533999999999999 -0.074484999999999982 0.086275000000000004 0.092670000000000016 -0.089519999999999988 0.086105000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 4 -1 8 10 -2 9 -3 11 12 -5 14 16 -16 -14 18 20 21 23 22 25 -13 -21 -20 27 28 -26 -29
right_child=1 2 -4 6 -6 -7 -8 -9 -10 -11 -12 17 13 -15 15 -17 -18 -19 19 24 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0043214325697567219 0.0036789583871761049 0.0039338573392841128 -0.001605323224735912 0.0057152403915322605 0.0013009454706773621 -0.00048117685702539259 0.0020002621498594925 0.001851680453725841 0.0045669988346245111 0.0016905473918107407 0.0015517213323619217 -0.00048320170884069642 0.0080995606137439623 0.00089865434777245616 0.00034392449539154767 0.0043102339130700286 0.0049741748427362025 0.0048947075265784908 0.0032968524389565407 0.00068159713919158094 0.0055077551029777778 0.0089178770279081977 0.0088222524539257104 0.0030980002739233897 0.0036540103850191893 0.0070083490129382838 0.0017905545981362636 0.00480604544821976 -0.0001732184150224102 0.0037907318179165872
leaf_weight=39 192 31 25 113 57 31 41 69 22 348 20 38 25 22 20 364 58 179 89 24 48 26 24 100 112 21 43 289 29 622
leaf_count=39 192 31 25 113 57 31 41 69 22 348 20 38 25 22 20 364 58 179 89 24 48 26 24 100 112 21 43 289 29 622
internal_value=0 0.00221422 0.00165358 0.00401525 0.00252802 0.00184217 0.00407713 0.00319588 0.00202178 0.00187404 0.00411471 0.00413754 0.00453885 0.004267 0.00442568 0.00410366 0.00591556 0.00399058 0.00388011 0.00400982 0.00298823 0.00552621 0.00486813 0.00211187 0.00379299 0.00400541 0.00386119 0.00394583 0.00286685 0.00411282
internal_weight=0 718 457 2403 96 432 2307 261 401 379 2266 2246 602 489 467 384 83 1644 1465 1279 186 160 134 138 1119 110 1095 1052 141 911
internal_count=3121 718 457 2403 96 432 2307 261 401 379 2266 2246 602 489 467 384 83 1644 1465 1279 186 160 134 138 1119 110 1095 1052 141 911
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=31
num_cat=0
split_feature=1 3 124 0 2 0 47 44 4 42 43 13 2 48 15 0 1 48 14 12 52 1209 403 1186 3 483 3 51 49 52
split_gain=0.147184 0.0269446 0.0241809 0.0212435 0.021218 0.0234197 0.0173866 0.0168733 0.0196966 0.0136476 0.0151561 0.0212222 0.0136163 0.0136985 0.0165891 0.0212657 0.0503703 0.031203 0.0223795 0.0215119 0.0199895 0.0176151 0.0163472 0.0253056 0.016306 0.0157182 0.0149873 0.0182936 0.0267978 0.0151276
threshold=0.11146500000000002 -0.028564999999999997 -0.076779999999999987 0.034820000000000011 0.11474000000000002 -0.036484999999999997 0.089640000000000011 1.0000000180025095e-35 0.36766000000000004 -0.0060199999999999993 -0.080324999999999994 -0.0093149999999999986 0.14122000000000004 0.11619500000000001 0.083195000000000005 -0.13027499999999997 0.089625000000000024 0.085700000000000012 0.07913000000000002 0.091625000000000012 -0.031059999999999997 0.091045000000000001 0.092070000000000013 0.021560000000000003 -0.15447499999999995 0.11236000000000002 -0.079594999999999985 -0.21717499999999998 0.0065400000000000015 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 -3 5 6 -2 8 12 -1 11 -11 13 14 15 16 18 -18 20 22 -4 25 23 -17 -16 26 27 -21 29 -29
right_child=1 3 7 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 24 19 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0037007488076212917 0.0065521809442613561 0.0013497229701427381 0.0005009401711108892 -0.0018060468203064219 0.0014928374042372323 0.00092233747383579619 0.0033950249999454073 0.0059742905478924512 0.0017673855097482688 0.0038322389441707012 -0.00014464406571774321 -7.6979389857678186e-05 0.0018478973524733669 0.0058244110598903278 0.0063147979904897514 0.0038659146848297348 -0.0024186595663195478 0.0025756188562478534 0.0066657384578138598 0.0064229578641243276 0.00431805401629604 4.320344160078094e-05 0.0064142731639246151 0.00042186420495537199 0.0038683374730653915 0.0054610482459583401 0.0022700570866608146 0.0033072903702621548 0.00077927822313670605 0.0060096102730043373
leaf_weight=45 26 294 23 23 90 25 53 30 58 41 33 21 42 29 28 705 29 22 20 20 34 20 24 22 1009 26 178 89 35 27
leaf_count=45 26 294 23 23 90 25 53 30 58 41 33 21 42 29 28 705 29 22 20 20 34 20 24 22 1009 26 178 89 35 27
internal_value=0 0.00168882 0.00354468 0.00112076 0.00261705 0.00358992 0.00443409 0.00361715 0.00358817 0.00226618 0.00158665 0.00250815 0.0036325 0.00366453 0.00363743 0.00339571 0.00217322 -0.000264265 0.00378767 0.00353225 0.00277782 0.00293484 0.00384646 0.00376169 0.00393439 0.00308907 0.00291236 0.00358095 0.00320452 0.00393628
internal_weight=0 511 2610 317 194 104 79 2470 2440 140 95 62 2382 2340 2311 1274 128 51 77 1146 57 395 751 727 1037 375 349 171 151 116
internal_count=3121 511 2610 317 194 104 79 2470 2440 140 95 62 2382 2340 2311 1274 128 51 77 1146 57 395 751 727 1037 375 349 171 151 116
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=31
num_cat=0
split_feature=1 12 483 132 1375 4 39 15 393 0 15 3 3 12 16 34 2 151 150 49 4 12 4 0 3 1 0 52 42 402
split_gain=0.121688 0.0330988 0.0284172 0.0207767 0.0222811 0.0166438 0.0241355 0.0226845 0.0184549 0.0200888 0.0244249 0.0243586 0.0161812 0.0200513 0.0152846 0.0151237 0.0186428 0.0133806 0.0233404 0.0135623 0.0132815 0.0143232 0.0129838 0.0157347 0.0232923 0.0227825 0.0181105 0.0164731 0.0162897 0.025568
threshold=0.12000500000000001 0.078300000000000008 -0.070084999999999981 0.092395000000000019 -0.27302499999999996 -0.17966999999999997 0.085425000000000015 0.035560000000000008 0.083910000000000012 -0.18901999999999997 -1.0000000180025095e-35 -0.0096849999999999974 0.30112000000000005 -0.42850999999999995 0.23311500000000004 -0.021334999999999996 0.116525 -0.084129999999999996 0.091355000000000006 -0.0055299999999999993 -0.04890499999999999 -0.081419999999999979 0.053180000000000012 -0.089964999999999976 -0.045649999999999989 0.088485000000000022 -0.089019999999999974 -0.19683499999999995 0.091545000000000015 0.095250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 14 8 9 -7 17 -12 15 -14 -6 -2 -17 -11 19 -19 -18 -22 23 25 26 27 -25 -3 -28 -30
right_child=12 22 3 -5 5 7 -8 -9 -10 10 11 -13 13 -15 -16 16 20 18 -20 -21 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.0057663334133103497 -0.00024957402776449157 0.0068645682341108728 -0.00059083950726072432 -0.00043997689006993411 0.0067235230361499523 0.0032209704017936978 0.00073619430419057618 0.0050244998620373425 0.0045546061792892624 0.00064951623007502473 0.0019249339657835662 -0.0028003934062629317 0.0019549687153331062 -0.0010756299936892008 0.0036327543993441703 0.0031495297178626065 0.0035170844288950325 0.0047896778170854366 -0.00051129516699196154 0.0023718676934267619 0.0027412663625839811 3.5347859375178813e-05 0.0026828802803936709 0.00093062537329857264 -2.8475911156939609e-05 0.0015807098433883353 0.0035491134609457668 0.0041213291589438121 0.0024574285477419171 0.0049823328145303892
leaf_weight=25 39 24 23 26 24 91 20 29 29 61 20 24 34 61 48 75 20 29 24 116 26 79 286 31 21 33 1195 249 313 46
leaf_count=25 39 24 23 26 24 91 20 29 29 61 20 24 34 61 48 75 20 29 24 116 26 79 286 31 21 33 1195 249 313 46
internal_value=0 0.0031329 0.00246718 0.00232094 0.00245437 0.00259037 0.00380935 0.00232524 0.00212657 0.00193366 0.00150612 -0.000652517 0.00111301 9.00533e-06 0.00466301 0.00155183 0.00190311 0.00191907 0.00237731 0.00285543 0.00115526 0.000705385 0.0033113 0.0034053 0.00328008 0.0040625 0.00332391 0.00436249 0.00337166 0.00278095
internal_weight=0 2787 589 564 538 515 92 423 394 365 274 44 334 95 72 239 200 230 169 145 125 105 2198 1912 1606 306 1585 273 1554 359
internal_count=3121 2787 589 564 538 515 92 423 394 365 274 44 334 95 72 239 200 230 169 145 125 105 2198 1912 1606 306 1585 273 1554 359
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=31
num_cat=0
split_feature=1 52 123 1 12 2 14 47 1 2 4 2 4 0 15 150 4 0 4 3 1 47 475 47 16 157 49 3 1 49
split_gain=11.6095 1.81038 1.05301 1.05123 0.615848 0.61461 0.354061 0.293325 0.264571 0.263595 0.251721 0.215338 0.195911 0.191703 0.200889 0.170743 0.153638 0.112557 0.116574 0.134297 0.109882 0.101599 0.0955424 0.0797827 0.0653243 0.0500341 0.0492911 0.0482441 0.0470403 0.046198
threshold=0.10508500000000001 -0.40967499999999996 1.0000000180025095e-35 0.12408500000000001 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.13501500000000002 0.40473500000000007 0.14838000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.40945500000000007 -0.079119999999999982 -0.55119499999999988 -0.12711499999999995 0.083345000000000016 0.093140000000000014 -0.079029999999999975 0.090100000000000013 0.11346000000000002 -0.23976499999999998 -0.069799999999999987 -0.010424999999999999 0.11453000000000001 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 23 6 12 11 -4 15 28 16 13 14 -1 22 -5 25 -19 -20 -14 -22 -7 -3 -11 -15 -16 -18 -6 -10
right_child=1 3 8 7 10 9 -8 -9 29 24 -12 -13 20 17 26 -17 27 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066809529995979253 0.00059248708030098347 0.00026438538627820681 0.00052633210157303103 0.00028737212608371556 0.00058354091300976036 0.00063953044007209424 0.00073912325117540107 0.0003351890197972346 0.00036074629089995924 0.00032557392251280276 0.00031360319383393705 6.7590243582214615e-05 0.00057423893218899258 0.00053092195234156233 0.00052247135643434237 0.00039255421729491485 0.00020601038944304865 0.00072433118345589082 0.0004647444866868962 0.00059184804999405313 0.00035480762320552387 0.00053522724512160996 0.00054481694715313234 0.00036879356306398191 0.00047074823728272835 0.00062749950410066313 0.00040021611248626938 0.00012086630671304897 0.0004821061908209845 0.00025421594431681432
leaf_weight=23 71 191 34 45 32 47 79 37 34 26 30 84 108 21 21 26 40 23 35 368 20 30 318 33 22 1152 32 71 39 29
leaf_count=23 71 191 34 45 32 47 79 37 34 26 30 84 108 21 21 26 40 23 35 368 20 30 318 33 22 1152 32 71 39 29
internal_value=0 0.000296361 0.000587145 0.000261436 0.000337081 0.000595406 0.000610597 0.000172683 0.000386937 0.000529243 0.000464194 0.00014763 0.000605057 0.000611283 0.000515066 0.000546077 0.000190729 0.000615857 0.000588558 0.000580809 0.000539056 0.000463059 0.000557013 0.000279767 0.000392112 0.00062577 0.000448657 0.000151549 0.000527823 0.000311709
internal_weight=0 673 2448 602 325 2351 1912 277 97 439 101 240 1833 1675 76 391 156 1599 426 403 158 50 365 224 48 1173 53 111 71 63
internal_count=3121 673 2448 602 325 2351 1912 277 97 439 101 240 1833 1675 76 391 156 1599 426 403 158 50 365 224 48 1173 53 111 71 63
is_linear=0
shrinkage=0.00196078


Tree=9506
num_leaves=31
num_cat=0
split_feature=1 52 12 1 12 4 2 4 2 1 2 14 11 2 4 1 47 2 52 43 4 34 15 0 13 4 1 1 43 12
split_gain=10.1343 1.54707 0.999809 0.914811 0.61692 0.54017 0.481498 0.361243 0.338051 0.328956 0.276057 0.213596 0.16035 0.149207 0.125396 0.167637 0.113458 0.107181 0.0964142 0.0959084 0.093667 0.0801014 0.0798223 0.079724 0.0778889 0.099566 0.0714516 0.0684214 0.0673916 0.064758
threshold=0.10508500000000001 -0.40967499999999996 -0.029094999999999999 0.13604000000000002 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.25063000000000007 0.062655000000000016 1.0000000180025095e-35 0.094835000000000017 -0.014149999999999998 0.086920000000000011 1.0000000180025095e-35 0.14019000000000004 0.4002400000000001 0.064745000000000011 0.41555500000000006 -0.038779999999999995 -0.059484999999999989 -0.062294999999999996 -0.28558999999999996 0.49041500000000005 0.11588000000000001 0.087135000000000004 0.12266000000000001 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 16 6 8 26 11 13 21 18 14 -1 19 29 17 -3 27 -10 23 -5 -15 -18 -23 -26 -6 -4 -21 -16
right_child=1 3 5 10 7 -7 -8 -9 12 -11 -12 -13 -14 22 15 -17 20 -19 -20 28 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00074542686905076959 0.0006958449876166878 0.00038468098796177834 0.00073745821350913862 0.00020701555729983679 0.00068975108960814778 0.0004227388262479014 0.00048511822742005792 0.00039996770386152857 0.00070943434377971747 0.00043811504815105149 0.00011739177631380641 0.0008440017286274168 0.00076299083859442628 0.0006304768138918383 0.00069224083974190492 0.00049950898910614374 0.00057274369148888884 0.00024632829449936942 0.00065705427761930289 0.00054805034165288894 0.00035006897880527932 0.0002701742079576752 0.00047384980657601104 0.00041410810462817423 0.00045594718527569567 0.00030530102814537352 0.00057508451811368695 0.00070487321465033653 0.00067452775522469459 0.00063663103144871377
leaf_weight=26 71 209 906 24 39 26 37 39 330 69 36 60 81 29 128 28 29 24 77 25 21 47 22 21 31 37 45 341 46 217
leaf_count=26 71 209 906 24 39 26 37 39 330 69 36 60 81 29 128 28 29 24 77 25 21 47 22 21 31 37 45 341 46 217
internal_value=0 0.0004221 0.000693782 0.000389815 0.000438748 0.000703762 0.000706972 0.000555917 0.000710638 0.000536435 0.000270418 0.000729575 0.000679985 0.000624541 0.000671298 0.000645421 0.00039134 0.00037043 0.00072439 0.000695369 0.000459962 0.000310051 0.000562912 0.000506117 0.000331554 0.000373978 0.000628323 0.000728548 0.000629993 0.000657263
internal_weight=0 673 2448 602 427 2302 2276 123 2239 146 175 1384 855 77 774 373 304 233 1324 401 71 139 51 50 115 68 84 1247 71 345
internal_count=3121 673 2448 602 427 2302 2276 123 2239 146 175 1384 855 77 774 373 304 233 1324 401 71 139 51 50 115 68 84 1247 71 345
is_linear=0
shrinkage=0.00196078


Tree=9507
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 1 2 47 13 4 0 15 0 52 0 12 1 1 1 47 52 2 11 3 1 2 51 0
split_gain=7.75589 1.18775 0.609464 0.598217 0.437181 0.345866 0.204278 0.197466 0.176041 0.175824 0.135813 0.131592 0.129546 0.122779 0.108895 0.0927432 0.106078 0.0833864 0.0843439 0.0748357 0.0704237 0.0712527 0.0641668 0.0634375 0.0633452 0.0664116 0.0608825 0.0608781 0.0594183 0.0509908
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13559000000000002 0.099185000000000009 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.13082500000000002 -0.004174999999999999 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.099059999999999995 -0.52606999999999993 -0.050064999999999991 0.087695000000000009 0.089770000000000016 0.11551000000000002 0.083345000000000016 0.09550500000000002 -0.024714999999999997 0.17025000000000004 0.081790000000000015 -0.10831999999999999 0.13075500000000004 0.088745000000000004 0.045645000000000005 -0.080309999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 10 6 11 -4 24 23 19 12 13 -1 -12 -2 -17 18 28 22 27 -22 -3 -6 25 -7 -5 -13 -14 -19
right_child=1 4 7 26 9 8 -8 -9 -10 -11 14 20 17 -15 -16 16 -18 29 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053740526785326129 0.00050055658062394496 0.00020298195678873301 0.00044471557330524907 0.00025771724018865518 0.00010380647212044022 0.00036177169267810508 0.00059651030992591227 0.00025823518660186536 0.00032437498794619018 0.00026522073508763213 0.00024636509567848501 0.00056277294880619237 0.00051552242266661376 0.0003653545012672293 0.00038240248300865581 0.00042799359245607936 0.00026872881852528627 0.00050167178506391088 0.00040483732390053136 0.0001578637786687799 0.00029602952941439135 0.00044875447425285199 0.0003266534124138207 1.181136584688835e-05 0.00052301378939380945 0.00045046359804111399 0.00014113966962231287 0.00044197388276497464 0.00058261760044012905 0.00047097050501936853
leaf_weight=23 49 54 34 61 97 36 76 61 48 22 92 20 656 52 30 82 20 475 25 96 23 24 23 41 41 330 24 81 55 370
leaf_count=23 49 54 34 61 97 36 76 61 48 22 92 20 656 52 30 82 20 475 25 96 23 24 23 41 41 330 24 81 55 370
internal_value=0 0.000243503 0.000478927 0.000356379 0.000184956 0.00048519 0.00049693 0.000324976 0.000436682 0.000102427 0.000229717 0.000492735 0.000497741 0.000418117 0.000279817 0.000430446 0.000396765 0.000501519 0.000516777 0.000194387 0.000436717 0.000374017 0.000239923 7.64746e-05 0.000449927 0.00044174 0.000224801 0.000465894 0.000520713 0.000488229
internal_weight=0 691 2430 236 455 2335 1880 95 455 160 295 1804 1656 75 122 151 102 1581 736 173 148 47 77 138 407 366 85 101 711 845
internal_count=3121 691 2430 236 455 2335 1880 95 455 160 295 1804 1656 75 122 151 102 1581 736 173 148 47 77 138 407 366 85 101 711 845
is_linear=0
shrinkage=0.00196078


Tree=9508
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 44 1 2 2 4 0 49 4 1 150 47 0 4 3 11 1 16 48 1212 49 2 160
split_gain=5.28909 0.83208 0.571761 0.480093 0.292534 0.276242 0.174945 0.155997 0.150061 0.145921 0.129602 0.120553 0.117018 0.102073 0.129827 0.116955 0.100249 0.091608 0.0733812 0.0701257 0.0611462 0.0540905 0.048465 0.0460134 0.0441954 0.039716 0.0392647 0.0387904 0.0472882 0.0386458
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.11474000000000002 0.094585000000000016 0.09253500000000002 0.14285500000000004 0.14285500000000004 0.42051500000000003 -0.10607499999999999 0.082865000000000008 0.0061450000000000003 0.083345000000000016 1.0000000180025095e-35 0.090100000000000013 -0.084044999999999995 -0.55119499999999988 -0.12711499999999995 1.0000000180025095e-35 0.11588000000000001 0.013515000000000001 0.016865000000000002 0.10654500000000001 -0.072814999999999977 0.087675000000000017 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 13 23 10 -5 12 17 25 14 16 19 -1 22 -3 24 -21 -22 -7 -6 26 -4 -15 -18 -29 -14
right_child=1 2 8 9 7 11 -8 -9 -10 -11 -12 -13 29 15 -16 -17 27 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00044565080723233053 0.00044302485057038803 0.00022400587508020857 0.00028761399530426217 0.00041147603966497668 0.0004503981384603097 0.00041506109906654039 0.00055145597166090556 0.00022783794826858379 0.00031196129595057343 0.00025208490278074439 8.9176865046616872e-05 0.00030166208257083023 0.00020573285463101724 0.00048605373009041083 0.00050924105804507462 0.0003985656192689268 0.00039607426699470071 0.00030711148386163744 0.00032413782517575678 0.00055434156786949239 0.00037734216584663516 0.00045306252994857277 0.00048089085557476049 0.00035354045933014001 0.00042203686901835162 0.0001858823226363051 0.00040355654257109093 0.00035282981085889287 0.00022697548204352299 0.000111016046038055
leaf_weight=43 74 191 36 34 44 351 76 24 22 63 102 39 22 623 35 112 20 28 33 22 38 797 49 33 49 25 23 24 22 67
leaf_count=43 74 191 36 34 44 351 76 24 22 63 102 39 22 623 35 112 20 28 33 22 38 797 49 33 49 25 23 24 22 67
internal_value=0 0.000246869 0.000222636 0.000443139 0.000278259 0.000448716 0.000459298 0.000365866 0.000156659 0.000307954 0.000143101 0.000406026 0.000179769 0.000455424 0.000405342 0.000459758 0.00037198 0.000415536 0.000238757 0.000464174 0.000452305 0.000449617 0.000423125 0.000408888 0.00047881 0.000245921 0.000483117 0.000323983 0.000292639 0.000134429
internal_weight=0 673 599 2448 325 2351 1884 101 274 97 252 467 150 1808 144 1664 109 428 224 1552 857 835 400 77 695 61 646 66 46 89
internal_count=3121 673 599 2448 325 2351 1884 101 274 97 252 467 150 1808 144 1664 109 428 224 1552 857 835 400 77 695 61 646 66 46 89
is_linear=0
shrinkage=0.00196078


Tree=9509
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 1 2 14 49 2 0 2 1 40 1 14 1 0 475 151 4 1 16 49 16 47
split_gain=10.8618 1.73885 0.833392 0.769763 0.552292 0.467838 0.428635 0.305958 0.35584 0.256123 0.255848 0.203574 0.144776 0.142344 0.113963 0.112394 0.103111 0.0905503 0.0892844 0.0862684 0.0743579 0.0916717 0.0670293 0.0698441 0.0652416 0.0588666 0.0659856 0.0573052 0.067482 0.0570172
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 -0.35136499999999998 1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.062655000000000016 -0.054984999999999992 -0.090999999999999984 -0.23091999999999999 0.31358000000000003 0.13075500000000004 -0.077714999999999992 0.12408500000000001 0.076175000000000007 0.087135000000000004 -0.092759999999999995 -0.08230999999999998 -0.086769999999999986 0.42642000000000008 1.0000000180025095e-35 0.19444000000000003 -0.073374999999999982 -0.0048099999999999992 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 11 17 -8 -9 -4 14 13 -2 -1 -7 -6 -5 -3 24 22 -15 -22 -16 -24 27 26 -25 -10 -29 -14
right_child=1 4 9 16 15 10 7 8 18 -11 -12 -13 29 20 19 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00051675514993714357 0.00046022515726850972 0.00029860538689665959 0.00061424343686684055 0.00040945194147309276 0.0002235694416921697 0.00049307370727080043 0.00062312964861299474 0.00056909017605719222 0.00041652597048703362 0.00040186445193729839 0.00047668026562464798 0.00079576304296690185 0.00066201549254531927 0.00069212327111854949 0.00070059048399549598 7.8143585390785326e-05 0.00025773964307934438 0.00017873091847800157 0.00026631179436686713 0.00076342540489636652 0.0005932108983734615 0.00067371356591160256 0.00054891164288678278 0.00064073694816496932 0.00044359961438601264 0.00069043625299871963 0.00059162152867047553 0.00034768938274717763 0.00022030447489720267 0.00057797738031018181
leaf_weight=20 24 47 34 61 84 21 20 30 30 61 41 62 73 1030 57 27 24 50 48 21 65 333 38 442 31 67 138 67 21 54
leaf_count=20 24 47 34 61 84 21 20 30 30 61 41 62 73 1030 57 27 24 50 48 21 65 333 38 442 31 67 138 67 21 54
internal_value=0 0.000379296 0.000657899 0.000515871 0.000308457 0.000665223 0.000347262 0.000390636 0.000370153 0.000477874 0.000627674 0.000685738 0.000599889 0.000681027 0.000635571 0.000188196 0.000366616 0.000236814 0.000339857 0.000639493 0.000683328 0.000660566 0.000635985 0.000630609 0.00036355 0.000635408 0.000629051 0.00034252 0.000317291 0.000626283
internal_weight=0 691 2430 236 455 2335 344 247 227 95 825 1510 151 1448 784 111 85 97 197 763 1428 398 742 685 149 647 580 118 88 127
internal_count=3121 691 2430 236 455 2335 344 247 227 95 825 1510 151 1448 784 111 85 97 197 763 1428 398 742 685 149 647 580 118 88 127
is_linear=0
shrinkage=0.00196078


Tree=9510
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 4 14 47 1 2 4 0 2 0 15 0 49 4 3 160 16 457 159 15 16 51 1 3 12 1
split_gain=12.0953 1.95012 1.01832 0.889795 0.680541 0.54352 0.32638 0.325604 0.314565 0.310612 0.221583 0.214603 0.205152 0.192763 0.25481 0.206673 0.154757 0.15001 0.169486 0.153708 0.14509 0.116836 0.163113 0.112952 0.10677 0.106347 0.0995781 0.0947074 0.243858 0.0916134
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.042705000000000007 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.13913500000000004 0.27834500000000006 -0.15202999999999997 0.14960000000000004 -0.11173999999999999 -0.10469999999999999 -0.076579999999999995 -0.054984999999999992 -0.49013999999999996 -0.11171999999999999 -1.0000000180025095e-35 -0.061854999999999993 0.079590000000000008 0.082585000000000006 1.0000000180025095e-35 -0.052894999999999991 -0.42247999999999991 0.078340000000000007 0.11658 -1.0000000180025095e-35 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 21 6 9 12 -4 13 11 -7 23 14 -1 -15 -2 26 19 -19 -9 22 27 -6 -13 -26 -17 28 -3 -5
right_child=1 4 8 29 7 10 -8 20 -10 -11 -12 24 -14 15 -16 17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00072488146158410051 0.00040261204981433798 0.00034864733817384521 0.00055817176041117044 0.00033658529209390362 0.00015589569535009437 0.00074935373795383109 0.00075037617305674816 0.00022175884712284557 0.00032280657781100626 0.00037792073160994289 0.00035342989709364838 0.00056593460440003949 4.915991079314065e-05 0.00064062693675914382 0.0004713261924003817 0.00056573362786228908 0.00057429867761083929 0.00035238860211535993 0.00059210214529250682 0.00056119858997249214 0.00040153179595544305 0.00024438760331184036 0.00025111195521757885 0.00030335282434761112 0.00053487891208932792 0.00039501092327505228 0.00068958418975683495 0.00030828351053472177 0.00058981768121386924 0.0001935812889665268
leaf_weight=20 24 40 34 61 119 20 78 45 61 20 23 185 67 1327 64 35 127 23 330 33 28 42 36 24 57 33 87 27 27 24
leaf_count=20 24 40 34 61 119 20 78 45 61 20 23 185 67 1327 64 35 127 23 330 33 28 42 36 24 57 33 87 27 27 24
internal_value=0 0.000312045 0.000606042 0.000456679 0.000237026 0.000614138 0.000626016 0.000177907 0.000407043 0.000621014 0.000538797 0.000553249 0.000138694 0.000623547 0.000531696 0.000627752 0.000547011 0.000594119 0.000575177 0.000475437 0.000290713 0.000334296 0.000363344 0.000180644 0.000538987 0.000483594 0.000654053 0.000406326 0.000445835 0.000296208
internal_weight=0 691 2430 236 455 2335 2017 283 95 1939 318 295 210 1919 84 1835 151 508 386 56 73 172 130 143 275 90 122 94 67 85
internal_count=3121 691 2430 236 455 2335 2017 283 95 1939 318 295 210 1919 84 1835 151 508 386 56 73 172 130 143 275 90 122 94 67 85
is_linear=0
shrinkage=0.00196078


Tree=9511
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 150 4 0 16 0 0 4 156 1 15 11 43 0 13 4 15 160 475 1213 15 1 15 47 3 3
split_gain=0.339639 0.0702208 0.0489687 0.0311281 0.0252788 0.021306 0.0188226 0.0217706 0.0339341 0.0256247 0.0238947 0.0170482 0.0168344 0.0211553 0.016521 0.0290391 0.0281895 0.0228633 0.0179962 0.0298089 0.0374405 0.056774 0.0276295 0.0213092 0.0157333 0.0183834 0.0157774 0.015616 0.0164185 0.0221375
threshold=0.10337500000000001 0.13210500000000003 0.085055000000000006 1.0000000180025095e-35 0.14122000000000004 0.083250000000000005 -0.111605 -0.10474999999999998 -0.27167499999999994 -0.082084999999999977 0.024095000000000002 0.41257000000000005 0.096630000000000008 0.12337000000000002 0.040760000000000005 0.075910000000000019 -0.51144999999999985 -0.15090499999999998 -0.077799999999999994 -0.42529999999999996 -0.0072999999999999992 -0.081969999999999987 -0.084049999999999986 0.085640000000000008 -0.066844999999999988 0.095950000000000021 -0.13578499999999996 0.10589000000000001 0.0022600000000000003 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 14 11 -3 8 -8 -9 -11 -4 13 27 16 -16 -1 -17 -18 -20 22 -22 -21 24 25 26 -24 28 -2 -30
right_child=1 6 5 -5 -6 -7 7 9 -10 10 -12 -13 -14 -15 15 17 18 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018051093355530784 0.0018689440882299097 0.0042444942104630174 0.0057741141843886097 0.0037432647377643028 0.0031881002286199209 0.0020436444065787575 0.00088487977445765868 -0.0019077766371386436 0.0058591741093550814 0.0021404444497490588 -0.0012471364273450389 0.0031240469888494963 0.0052293721249262841 0.00050894903435714936 0.0058575691051515281 0.006595225464270423 0.0059145093791455302 0.010816070240079648 0.0068675502977224405 0.0075891895739491596 -0.0010111154706324808 0.0049082915807619346 0.0071093468995968578 0.0018979213772002948 0.004018199781450388 0.0032399446191971729 0.0053032285725004673 0.0054713942857536804 0.0055000846675829964 0.0024421106100660462
leaf_weight=21 100 25 149 89 41 22 32 30 24 91 27 29 29 38 1028 33 555 21 85 43 26 43 64 22 101 33 198 24 40 58
leaf_count=21 100 25 149 89 41 22 32 30 24 91 27 29 29 38 1028 33 555 21 85 43 26 43 64 22 101 33 198 24 40 58
internal_value=0 0.00309982 0.00377658 0.00557848 0.00564906 0.0049795 0.00165469 0.00133731 0.00301672 0.000701854 0.00136532 0.00534236 0.0029441 0.00268921 0.00569345 0.0059763 0.00543648 0.00823667 0.00550166 0.00512909 0.00485028 0.00267779 0.00517545 0.00492715 0.00509544 0.00546426 0.00574442 0.0030624 0.00277041 0.00369026
internal_weight=0 718 489 2403 2314 200 229 204 56 148 118 178 289 260 2273 1082 1191 54 1170 615 530 69 461 418 396 295 262 222 198 98
internal_count=3121 718 489 2403 2314 200 229 204 56 148 118 178 289 260 2273 1082 1191 54 1170 615 530 69 461 418 396 295 262 222 198 98
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 2 1 14 47 4 0 2 1 49 4 1 47 1 475 13 1 49 47 16 3 42 15 16 2
split_gain=12.2082 1.95164 0.98129 0.977256 0.668499 0.57145 0.376141 0.344412 0.252526 0.240527 0.224699 0.213727 0.20768 0.162745 0.136251 0.125176 0.122857 0.101215 0.0999207 0.0965783 0.0842128 0.083401 0.0806523 0.075173 0.0708228 0.104471 0.081453 0.0791305 0.0705784 0.0570358
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.089885000000000007 0.13604000000000002 0.13501500000000002 0.09253500000000002 0.062655000000000016 0.13082500000000002 -0.17966999999999997 -0.22491999999999998 -0.090999999999999984 0.11690500000000002 -0.054984999999999992 0.038415000000000012 0.16540500000000002 0.090100000000000013 0.091195000000000012 -0.082904999999999993 -0.16152999999999998 0.13075500000000004 -0.009244999999999998 0.090280000000000013 0.0057500000000000008 0.084940000000000015 0.084050000000000014 -0.040804999999999994 -0.10850999999999998 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 10 11 -4 12 16 -3 22 -1 17 -2 19 -7 -12 24 -13 -21 29 -6 -16 25 -14 -26 -28 -17 -5
right_child=1 5 7 21 6 9 -8 -9 -10 -11 13 15 18 -15 23 28 -18 -19 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00048514533416100792 0.0004535012257595857 0.00050377565363020284 0.00061024209004295117 0.00044718010752808814 0.00039379754888952946 0.00016888065647595283 0.00044306604623653033 0.00036536656759813814 0.00080515256639967418 0.00036970437317390958 0.00032570720358665123 0.00070837918601944147 0.00069325926582716974 0.00025094400336832468 0.00066907271148386319 0.00061726575131113644 2.2655727305248673e-06 0.00046246876202377617 0.00063800207588797292 0.0005164279466699761 0.00063750790949167928 0.00022802995236322673 0.00056777999707672438 0.00057124336894486796 0.00068983215513746822 0.00056960881513880919 0.00063992982044458902 0.00048610387406512805 0.00054413251321098826 0.00032043317538887905
leaf_weight=22 23 24 34 21 20 114 48 63 59 21 124 73 972 117 58 118 20 25 210 23 555 24 21 63 58 27 36 20 89 39
leaf_count=22 23 24 34 21 20 114 48 63 59 21 124 73 972 117 58 118 20 25 210 23 555 24 21 63 58 27 36 20 89 39
internal_value=0 0.000346281 0.000644469 0.000493796 0.000652443 0.000270701 0.000612184 0.000451199 0.000679598 0.00017459 0.000322071 0.000621213 0.00067409 0.000305676 0.000591841 0.000627822 0.000144013 0.000348654 0.000677232 0.000641177 0.00063269 0.000325719 0.000482911 0.000618137 0.000684634 0.000689917 0.000638332 0.000584992 0.000585822 0.000364795
internal_weight=0 673 2448 228 2351 445 947 97 1404 155 290 899 1345 266 144 858 134 149 1323 651 578 84 41 121 1113 999 114 56 207 60
internal_count=3121 673 2448 228 2351 445 947 97 1404 155 290 899 1345 266 144 858 134 149 1323 651 578 84 41 121 1113 999 114 56 207 60
is_linear=0
shrinkage=0.00196078


Tree=9513
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 1 4 2 4 2 2 457 0 47 1 131 12 3 47 2 4 0 0 51 3 159 52
split_gain=8.43748 1.33986 0.922673 0.786503 0.5214 0.392736 0.286482 0.255234 0.223434 0.221413 0.168247 0.178586 0.165263 0.150284 0.13659 0.115378 0.197323 0.155157 0.0997614 0.0996755 0.0767491 0.0756748 0.0744995 0.070776 0.0654626 0.0626726 0.0597841 0.0538486 0.0500926 0.0455746
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.40945500000000007 0.14122000000000004 -0.090999999999999984 0.080930000000000016 -0.11173999999999999 0.078875000000000015 0.083345000000000016 0.086835000000000009 0.087695000000000009 -0.22605499999999998 0.090100000000000013 0.31358000000000003 -0.51843499999999987 -0.060129999999999996 -0.077429999999999985 0.087505000000000013 0.0068900000000000012 0.094385000000000011 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 -4 -5 -6 11 27 14 -1 20 16 17 -15 22 23 -7 -3 -12 -17 -21 -25 -19 -9 -27 -22
right_child=1 2 7 8 9 12 -8 10 -10 -11 18 -13 -14 15 -16 19 -18 26 -20 24 29 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.00040434597810454757 0.00055148831366797759 0.00027476728790272448 0.0003728378741112769 0.00050554347569348494 0.00051912018909404303 0.00059736149461425811 0.00068831405265043391 0.00022991292293904824 0.00030831017229564597 0.00031820990948700433 0.00011065118005976391 0.00016244573012977315 0.00038836071760331767 0.00055116360240122853 0.00037477643354993706 0.00070333087853356898 0.00066978559384938167 0.000338183116908308 0.00022578318844052983 0.00056116941577195704 0.00049670718367792453 0.00037645204496291582 -2.6975484067281964e-05 0.00059023045041427312 0.00047692402320749619 0.00047493337330246189 0.00047204636596302036 0.00036216454342400566 0.00059673382398906319 0.00054102878290279298
leaf_weight=22 74 191 26 34 71 52 76 20 63 30 62 95 41 49 24 20 24 29 22 853 197 33 20 686 37 34 23 29 21 163
leaf_count=22 74 191 26 34 71 52 76 20 63 30 62 95 41 49 24 20 24 29 22 853 197 33 20 686 37 34 23 29 21 163
internal_value=0 0.000302575 0.000271824 0.000550471 0.000342484 0.00055761 0.000570396 0.000188012 0.000377443 0.000459444 0.000168635 0.000212037 0.000507378 0.000565411 0.00051857 0.000567406 0.00050997 0.000471994 0.000108539 0.000571755 0.000526946 0.000289748 7.70837e-05 0.000588231 0.000557667 0.000585124 0.000397392 0.000308184 0.000521439 0.000516775
internal_weight=0 673 599 2448 325 2351 1874 274 97 101 248 144 477 1798 436 1776 125 101 104 1651 412 224 82 761 890 741 52 49 55 360
internal_count=3121 673 599 2448 325 2351 1874 274 97 101 248 144 477 1798 436 1776 125 101 104 1651 412 224 82 761 890 741 52 49 55 360
is_linear=0
shrinkage=0.00196078


Tree=9514
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 4 2 47 1 2 4 52 1 1 51 48 47 16 0 15 160 3 4 0 16 12 16
split_gain=6.38483 1.06633 0.629927 0.547841 0.335151 0.29215 0.234338 0.20349 0.163671 0.162887 0.160775 0.157476 0.118232 0.102566 0.0828469 0.0649335 0.0601164 0.0779302 0.073743 0.0586647 0.0554023 0.052307 0.0469506 0.0465668 0.0519226 0.0427728 0.0509798 0.044123 0.042762 0.0414945
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.13082500000000002 0.077845000000000011 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.091195000000000012 0.089770000000000016 -0.089344999999999994 0.092150000000000024 0.090100000000000013 0.11346000000000002 -0.23091999999999999 -0.41942499999999994 -0.067824999999999983 -0.016324999999999996 0.038415000000000012 0.18019500000000002 -0.12029499999999999 0.090345000000000023 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 6 7 9 -6 15 12 -5 13 -4 -11 -1 25 -18 -19 21 -7 -3 -14 -15 -25 26 28 -27 -16 -24
right_child=1 2 10 11 8 20 -8 -9 -10 14 -12 -13 22 23 16 -17 17 18 -20 -21 -22 -23 29 24 -26 27 -28 -29 -30 -31
leaf_value=0.0005110251723248868 0.00048957588583600038 0.00032470091233024746 0.00027750988247747684 0.00046159726481477753 0.00044227691893389319 0.00027733690654620149 0.00029179182869785612 0.00058984027925033521 0.00027256451787487155 0.00055410241936637128 0.00029437695338856428 0.00028649853874419844 0.00015885565945312032 0.00023693062145920359 0.00051320333116311326 0.00047388655772181081 0.00050424279577257914 0.00027214754583980595 0.00043851079316644547 0.0003353413753322172 0.00041103227389395345 0.00023331456310380117 0.00012649134806153842 0.0002026847489064835 9.8395965103169577e-05 0.00047583475243300198 0.00038239887532065894 0.00041698361940535844 0.00047283819894592235 2.4561236508839444e-05
leaf_weight=1117 76 28 39 28 74 26 22 84 31 43 37 67 37 23 136 216 21 20 21 33 22 172 28 29 50 96 20 100 391 34
leaf_count=1117 76 28 39 28 74 26 22 84 31 43 37 67 37 23 136 216 21 20 21 33 22 172 28 29 50 96 20 100 391 34
internal_value=0 0.000270463 0.000243386 0.000484067 0.000300195 0.000490006 0.000493183 0.000495139 0.000392171 0.000491492 0.000174066 0.000338107 0.000155519 0.000191985 0.000470247 0.000505007 0.000465767 0.000407109 0.000357358 0.000258747 0.000338614 0.000246109 0.000103581 0.000159285 0.000136679 0.000470662 0.000479567 0.000445809 0.000483255 7.05942e-05
internal_weight=0 691 615 2430 338 2335 2287 2265 105 2181 277 95 240 141 848 1333 805 62 41 233 48 200 99 102 79 743 547 196 527 62
internal_count=3121 691 615 2430 338 2335 2287 2265 105 2181 277 95 240 141 848 1333 805 62 41 233 48 200 99 102 79 743 547 196 527 62
is_linear=0
shrinkage=0.00196078


Tree=9515
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 2 4 10 123 14 2 15 2 158 159 131 0 0 0 51 160 49 483 15 42 1456 403 3 3 3
split_gain=0.4197 0.0859265 0.0475035 0.0396205 0.0377841 0.0355656 0.0349761 0.026571 0.0255924 0.0255923 0.0203031 0.0215632 0.0186235 0.0180379 0.0222392 0.0209476 0.0217763 0.0354533 0.0235273 0.0267198 0.0367355 0.020024 0.0185427 0.0180358 0.0167163 0.0160183 0.0157758 0.0188703 0.0519681 0.028203
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.095545000000000005 0.41257000000000005 -0.062879999999999978 1.0000000180025095e-35 0.076975000000000002 0.13712500000000002 0.013270000000000002 0.14122000000000004 0.11817500000000002 0.11389500000000001 0.082750000000000004 -0.11173999999999999 -0.14226499999999997 -0.080689999999999984 -0.11559499999999999 -0.081399999999999986 0.11560500000000001 0.093585000000000015 -0.43375999999999998 -1.0000000180025095e-35 0.090155000000000013 -0.084674999999999986 -0.082234999999999989 -0.082484999999999989 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 10 5 9 -2 -4 12 13 11 24 -7 14 15 16 17 -1 21 -20 -21 22 25 -8 -3 26 -18 28 -28 -29
right_child=1 2 7 -5 -6 8 23 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 19 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0058641386951354367 0.0057063494527363869 0.0054023147923334576 -0.0024374171104725628 0.0075181105267256498 0.0020896322697147051 0.0059247112433837082 0.0044165977336642513 0.0015755200933199377 0.0031475535733625293 0.0083392211727955409 0.0014306999020103012 0.0056839343745891452 0.0037119326671927414 0.0086161163370383695 0.0038951719807098725 0.0072072174789421534 0.0058756990734576096 0.0014881650529180966 0.0088769189101488635 0.0022576589828752209 0.0057807212761495398 0.0035776820211183462 0.0045698299609984346 0.0010174145331364815 0.0027248147626657789 0.0091965110030421925 0.0071125888890830177 0.0029926466451876839 0.011931657519501945 0.0066404849883272415
leaf_weight=81 179 26 21 20 22 526 37 77 40 71 71 34 41 36 36 273 174 24 24 33 287 21 39 27 226 27 331 23 24 270
leaf_count=81 179 26 21 20 22 526 37 77 40 71 71 34 41 36 36 273 174 24 24 33 287 21 39 27 226 27 331 23 24 270
internal_value=0 0.00345949 0.00267704 0.00318691 0.00621484 0.00625296 0.00498897 0.000715605 0.00559224 0.00647904 0.00294426 0.00332001 0.0057647 0.00640148 0.00635366 0.00640792 0.00624724 0.00486392 0.00636316 0.00565877 0.00541741 0.00662973 0.0067019 0.00298257 0.00300106 0.00679984 0.00672112 0.00694813 0.00743839 0.00635414
internal_weight=0 718 475 377 2403 2381 243 98 607 1774 357 286 567 1703 1667 1631 1358 105 1253 344 320 909 888 64 252 849 822 648 355 293
internal_count=3121 718 475 377 2403 2381 243 98 607 1774 357 286 567 1703 1667 1631 1358 105 1253 344 320 909 888 64 252 849 822 648 355 293
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 14 2 4 2 150 4 1 2 2 12 4 47 52 15 15 10 1 2 51 0 2 13
split_gain=21.5641 3.67639 2.09447 1.61744 1.26547 1.06826 0.621651 0.570531 0.567218 0.566279 0.505789 0.361496 0.355118 0.34721 0.346308 0.316539 0.323675 0.222754 0.297989 0.190186 0.183901 0.14145 0.123551 0.211494 0.113399 0.113295 0.10858 0.106053 0.100914 0.0937001
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.092845000000000025 0.062655000000000016 0.14285500000000004 0.40473500000000007 0.14753000000000002 1.0000000180025095e-35 0.27834500000000006 0.089770000000000016 0.090425000000000019 -0.0091949999999999983 0.091325000000000003 -0.51843499999999987 0.090100000000000013 -0.56176499999999996 1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 0.11669000000000002 0.087505000000000013 -0.085989999999999997 0.14486500000000005 0.087675000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 8 11 -5 14 12 -6 13 20 -4 17 16 -16 18 -1 24 -7 25 -13 -24 26 -19 -3 -22 -20 -15
right_child=1 2 6 7 10 9 -8 -9 -10 -11 -12 22 -14 29 15 -17 -18 21 28 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011174784766303167 0.00085250444761583526 0.00028119843069683104 0.00044220200039026344 0.0007798576665322618 0.00076811839552486647 0.00093410321310454728 0.00051111315807806713 0.00047027333292598816 0.0010334811554942953 0.00053658744113312833 0.00046446005016370536 0.00022377754828673514 0.00056991545654342865 0.00019799490816843629 0.00059656289557768365 0.00058987023440354013 0.00083894437921138354 0.00064551708818066358 0.00089491033279158255 0.00055100563570494032 0.0007939813809170115 0.00086349447229389521 0.00020373833457044526 -4.0452557956812038e-05 0.00030116699043554338 0.00080446261728511141 0.000436550147538119 0.00065643127248618505 0.00085570646490290439 0.00033040097082735797
leaf_weight=21 74 20 40 37 71 35 34 60 76 39 30 32 28 86 23 25 268 20 752 33 342 194 25 30 43 125 128 23 380 27
leaf_count=21 74 20 40 37 71 35 34 60 76 39 30 32 28 86 23 25 268 20 752 33 342 194 25 30 43 125 128 23 380 27
internal_value=0 0.000440188 0.00038925 0.000836492 0.000495711 0.00084673 0.000262975 0.000588362 0.000867539 0.000762779 0.000677923 0.000227822 0.00078339 0.000285206 0.000860564 0.000801597 0.000819787 0.000873052 0.000886043 0.000413552 0.000798333 0.000828868 0.000126905 7.05433e-05 0.000389804 0.000782539 0.000415557 0.000785314 0.00088175 0.000229632
internal_weight=0 673 599 2448 325 2351 274 97 1884 467 101 240 428 153 1808 316 291 1492 1153 224 400 339 87 55 191 145 148 365 1132 113
internal_count=3121 673 599 2448 325 2351 274 97 1884 467 101 240 428 153 1808 316 291 1492 1153 224 400 339 87 55 191 145 148 365 1132 113
is_linear=0
shrinkage=0.00196078


Tree=9517
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 14 2 1 4 2 4 39 49 475 4 1 1 12 3 1 47 4 0 1 15 0 50 1
split_gain=8.98169 1.09574 1.00849 0.646176 0.529785 0.489872 0.339598 0.336642 0.306301 0.2721 0.24243 0.27341 0.184941 0.115047 0.11017 0.107596 0.099528 0.0948582 0.0891951 0.147891 0.121013 0.0761433 0.104805 0.0745771 0.0767271 0.073164 0.0694856 0.0823943 0.0639509 0.0638325
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.076175000000000007 0.10803500000000001 0.09253500000000002 0.36766000000000004 0.14285500000000004 0.033845000000000007 0.096625000000000016 -0.012034999999999999 -0.066784999999999983 -0.033174999999999989 0.16175000000000003 0.089875000000000024 0.087005000000000013 0.084940000000000015 0.083345000000000016 0.089785000000000018 -0.55119499999999988 -0.076899999999999982 0.12000500000000001 0.050935000000000008 -0.13027499999999997 0.10917 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 14 6 25 12 29 -4 11 15 18 16 -2 -5 -10 -7 23 20 -20 -14 -23 -1 28 -3 27 -17 -25 -8
right_child=1 5 9 10 -6 17 8 -9 13 -11 -12 -13 21 -15 -16 26 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00070984487333824715 0.00037381634280523837 0.0002732609844541335 0.00052810707124167108 0.00060717969694558307 0.00029191076456002541 0.00015553862432497661 0.00054726071071391008 0.00071626982469275794 0.00043131327571981515 0.00031750091464263595 0.0003470468877710123 0.00036414415683726556 0.00055339783416572647 0.00017452701681279064 0.00053438559088789294 0.00038828388631281227 0.00028684191045528958 9.186880751734687e-06 0.00034869672864480737 0.00057938399190716507 0.00054276751089548953 0.00035037132308763611 0.00052350389631754593 0.00060491938632126435 0.00055678328903407146 0.0001468390948823927 0.0005705969905289536 0.00051634313183239618 0.00055511334757192413 0.00039420517855415156
leaf_weight=22 20 24 34 68 74 90 22 77 22 77 33 39 108 29 92 21 110 21 21 234 30 20 41 1093 178 66 85 241 109 20
leaf_count=22 20 24 34 68 74 90 22 77 22 77 33 39 108 29 92 21 110 21 21 234 30 20 41 1093 178 66 85 241 109 20
internal_value=0 0.000296117 0.000564765 0.000573147 0.000420652 0.000238781 0.000280806 0.000589229 0.000325254 0.000382011 0.000509314 0.000521108 0.000583959 0.000286353 0.000505713 0.000535859 0.00031092 0.00012785 0.000590154 0.000558532 0.000462856 0.000522119 0.000466739 0.000596582 0.000594777 0.000180552 0.000521883 0.000506079 0.000600403 0.000474377
internal_weight=0 590 2531 2420 186 404 293 1933 203 111 487 454 1856 161 112 415 132 111 1687 285 51 169 61 1402 1380 90 347 262 1202 42
internal_count=3121 590 2531 2420 186 404 293 1933 203 111 487 454 1856 161 112 415 132 111 1687 285 51 169 61 1402 1380 90 347 262 1202 42
is_linear=0
shrinkage=0.00196078


Tree=9518
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 15 50 2 9 8 12 1 150 0 15 16 43 4 0 2 159 4 0 43 158 3 12 4 15 15
split_gain=0.480562 0.0698294 0.0613769 0.0503265 0.0435912 0.0385634 0.0317223 0.0298465 0.0355939 0.029336 0.0260831 0.0276357 0.025131 0.0247189 0.0245737 0.0301543 0.0245697 0.0217732 0.0450138 0.0382188 0.0202607 0.02023 0.0216304 0.0190757 0.0184349 0.0181038 0.0179543 0.0176716 0.0568017 0.0175923
threshold=0.10920500000000001 -0.26636999999999994 0.051320000000000005 0.14262000000000002 0.08864000000000001 0.035560000000000008 0.14026500000000003 0.11448000000000001 -1.0000000180025095e-35 0.089545000000000013 0.088245000000000004 0.089770000000000016 0.083095000000000016 -0.23194499999999998 -0.41396999999999995 -0.11676499999999999 0.093175000000000022 -0.17966999999999997 -0.067094999999999988 0.092235000000000025 0.087225000000000011 -0.00059999999999999995 -0.092404999999999973 0.016310000000000002 0.085030000000000008 -0.063074999999999978 0.10061500000000002 -0.059649999999999988 -0.03241999999999999 -0.042209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 13 17 7 8 -3 12 11 16 20 -1 -5 -16 23 -6 19 -19 26 22 -12 -4 27 -24 -10 -15 -29 -9
right_child=1 3 10 14 5 -7 -8 29 9 -11 21 -13 -14 24 15 -17 -18 18 -20 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0097363945096731186 0.0068464752752333885 0.0017745276319328697 0.0072963962868102727 0.0024666123219503791 0.0073234702181071048 0.0083140073195099844 0.007215487566732225 0.0028716821846877043 0.0094757967596424044 0.0018927455026035507 0.0084392263716312529 0.0041931350901722913 0.0030789595491324483 0.0070190119480043099 0.0022475938756196276 -0.0027280732740423289 0.0099564510030728404 0.0064687909274653071 0.00060100542048790626 0.0033740803778373619 0.004453855897062803 0.0057642912069031113 0.0066690508863713784 0.0052603917989917865 0.0090372207853943107 0.0046308505146399788 0.0056873682351909925 0.0063990469000600571 0.00060494019568938277 0.00055992030311466715
leaf_weight=22 50 45 756 52 20 25 21 167 29 24 66 30 26 68 21 29 33 64 35 106 27 312 828 49 20 46 22 64 23 41
leaf_count=22 50 45 756 52 20 25 21 167 29 24 66 30 26 68 21 29 33 64 35 106 27 312 828 49 20 46 22 64 23 41
internal_value=0 0.00328201 0.00652954 0.00292839 0.00546465 0.00458804 0.00343174 0.00322319 0.00419368 0.00504417 0.00675407 0.00717534 0.00577142 0.00657711 0.0009446 -0.000638293 0.0072821 0.00417404 0.00386678 0.00453915 0.0066689 0.00646201 0.0066936 0.00717247 0.00617994 0.00656178 0.00784157 0.00581126 0.00486727 0.002416
internal_weight=0 554 2567 504 447 250 402 381 173 128 2120 868 104 197 102 50 838 225 205 170 78 1252 940 805 175 874 51 155 87 208
internal_count=3121 554 2567 504 447 250 402 381 173 128 2120 868 104 197 102 50 838 225 205 170 78 1252 940 805 175 874 51 155 87 208
is_linear=0
shrinkage=0.1


Tree=9519
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 1 4 2 150 4 1 2 1 2 47 15 475 10 4 4 0 12 0 11 160 51
split_gain=13.344 2.11518 1.26679 1.08337 0.753986 0.634255 0.462056 0.383153 0.344079 0.326881 0.310943 0.260948 0.198305 0.186257 0.168057 0.150871 0.159599 0.149482 0.135738 0.0898867 0.0862349 0.0859715 0.0811436 0.0718058 0.0696193 0.0741841 0.0680464 0.0669602 0.0654424 0.0651818
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14285500000000004 0.092845000000000025 0.40473500000000007 0.14838000000000004 1.0000000180025095e-35 0.27834500000000006 0.091345000000000023 0.088850000000000012 0.08864000000000001 -0.0091949999999999983 0.090100000000000013 -0.41942499999999994 -0.07675499999999999 -0.38124499999999995 -0.036839999999999991 -0.51843499999999987 0.13134000000000004 0.11734000000000001 -0.091069999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 18 6 14 11 12 -5 -6 13 20 -4 15 -1 23 -16 29 -13 -7 -21 -2 -17 25 27 -19 -22 -15 -3
right_child=1 2 7 9 10 8 -8 -9 -10 -11 -12 19 -14 28 17 16 -18 26 -20 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073587035379113757 0.00074288643283002519 0.00024543836589988966 0.00038162872548442689 0.00063877996604121677 0.00064068031809798125 0.00074362213991317045 0.00086754072086779696 0.0004431210486207591 0.00046226924988583979 0.0004044465106467601 0.00040259026210097702 0.00021647319037427186 0.0004929415586748761 0.00030643775696969695 0.0005118928856337559 0.00081765041777900622 0.00052400230210931855 0.00060733575608006311 0.00048201803961327156 0.00016712606936583623 0.00066484216444471058 8.9299354649407145e-06 0.00060418458545909203 0.00069796179631716182 0.00055138592982231197 0.00057558628840596632 0.00069776728575280593 0.00077775067877216989 0.00019991603714329079 0.00035890152020435438
leaf_weight=1025 50 22 41 37 71 49 79 34 39 60 30 31 27 30 22 20 20 39 33 25 246 28 24 529 23 33 178 22 85 169
leaf_count=1025 50 22 41 37 71 49 79 34 39 60 30 31 27 30 22 20 20 39 33 25 246 28 24 529 23 33 178 22 85 169
internal_value=0 0.000385155 0.000346518 0.000696905 0.000429313 0.000705283 0.000720715 0.000248313 0.000638071 0.000493831 0.00056996 0.000220715 0.000655212 0.000268159 0.000714387 0.000721657 0.000696054 0.000665901 0.000365896 0.000132605 0.000666958 8.35508e-05 0.000697902 0.000702322 0.000655364 0.000663309 0.000681515 0.000674111 0.000227704 0.000345832
internal_weight=0 673 599 2448 325 2351 1912 274 439 97 101 240 400 156 1833 1594 569 239 224 84 373 53 74 549 324 301 217 268 115 191
internal_count=3121 673 599 2448 325 2351 1912 274 439 97 101 240 400 156 1833 1594 569 239 224 84 373 53 74 549 324 301 217 268 115 191
is_linear=0
shrinkage=0.00196078


Tree=9520
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 4 1 1 2 0 475 4 12 0 15 457 52 0 156 49 47 1 43 0 52 1 133 2
split_gain=15.0269 2.3224 1.21911 1.10375 0.839734 0.793489 0.464653 0.450787 0.414552 0.400331 0.31295 0.238381 0.221268 0.220038 0.217418 0.198991 0.208535 0.187194 0.180698 0.178641 0.225717 0.172811 0.14906 0.147842 0.140935 0.175703 0.11269 0.109806 0.105736 0.0995579
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 -0.17966999999999997 0.092845000000000025 0.12337000000000002 0.14960000000000004 -0.11437499999999999 -0.066784999999999983 0.033845000000000007 -0.42850999999999995 -0.11173999999999999 -0.097454999999999986 0.048635000000000005 -0.52606999999999993 -0.076579999999999995 -1.0000000180025095e-35 -0.054984999999999992 0.10648500000000001 0.083345000000000016 -0.070064999999999975 -0.066689999999999985 -0.54906499999999991 0.13075500000000004 -1.0000000180025095e-35 0.15950500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 7 6 13 -3 -4 22 12 -11 -7 15 -6 16 -1 26 -2 -17 -21 -20 -9 -15 25 -22 -14 28 -5 -16
right_child=1 4 8 27 14 10 -8 9 -10 11 -12 -13 17 23 29 19 -18 -19 21 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008110494399721157 0.00076407676688466453 0.00057490438376998812 0.00067457623373091253 0.00031488941131166306 0.0002667262156282653 0.00078940058190129874 0.00090014948150187878 0.00036962756025469954 0.00041068276986966725 0.00040642362428841252 0.00045182181319971968 0.00020802419449185108 0.00079622859853545043 0.00071742893964290276 0.00013376395523297688 0.00076774281025902152 0.00058747413561307659 0.00047149823448967702 0.0004563414294317879 0.0009157120071205438 0.00071246116384258117 0.00065673144244860024 0.00052477824540824456 0.00058846746516578335 0.00072663562563532642 0.00052024635186931313 0.00065682906411686833 0.00026614114693883394 0.00048569975568844685 -3.7008608045946915e-05
leaf_weight=23 45 33 37 22 35 55 79 159 60 30 26 104 24 108 35 1301 53 20 21 20 41 78 28 50 204 33 314 24 38 21
leaf_count=23 45 33 37 22 35 55 79 159 60 30 26 104 24 108 35 1301 53 20 21 20 41 78 28 50 204 33 314 24 38 21
internal_value=0 0.000395939 0.000726763 0.000556856 0.000313491 0.000735651 0.000752912 0.000356677 0.000511343 0.000334242 0.000660474 0.000252442 0.00067361 0.000746566 0.000145494 0.000753165 0.000655135 0.000655821 0.000661053 0.000757824 0.00071452 0.000614224 0.000392859 0.000676618 0.000700046 0.000626744 0.000666727 0.000378233 0.000423069 6.97242e-05
internal_weight=0 673 2448 228 445 2351 1912 354 97 321 439 134 413 1833 91 1675 76 358 144 1599 298 99 187 158 278 74 338 84 60 56
internal_count=3121 673 2448 228 445 2351 1912 354 97 321 439 134 413 1833 91 1675 76 358 144 1599 298 99 187 158 278 74 338 84 60 56
is_linear=0
shrinkage=0.00196078


Tree=9521
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 2 4 159 1 4 0 3 49 49 2 52 159 49 2 4 49 1444 4 481 12 2 1204 12 16 16
split_gain=0.532199 0.0748426 0.0682729 0.0480567 0.0474162 0.03827 0.0365324 0.0340394 0.0302847 0.0292566 0.0264308 0.0253857 0.0280146 0.0233692 0.023151 0.0227598 0.0208298 0.0253033 0.0292312 0.0206314 0.0196716 0.0195271 0.0310595 0.019972 0.0193483 0.0186994 0.0452429 0.0210261 0.0192965 0.045853
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.053259999999999995 0.093575000000000019 0.11362000000000001 -0.17966999999999997 0.082585000000000006 0.13075500000000004 0.40124500000000002 -0.14920999999999998 -0.07359499999999998 0.12595000000000003 -0.086009999999999989 1.0000000180025095e-35 0.084240000000000023 0.082105000000000025 -0.072814999999999977 0.087675000000000017 -0.07168999999999999 -0.015259999999999998 -0.083894999999999983 -0.51843499999999987 -0.15447499999999997 0.086095000000000019 0.088850000000000012 -0.079429999999999987 0.085785000000000014 0.0057500000000000008 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 14 -6 -5 20 10 24 21 19 -8 -1 16 17 -16 -19 -13 -3 -12 -23 -24 -4 28 -27 -28 -25 -30
right_child=1 8 9 7 6 -7 13 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 25 -26 26 27 -29 29 -31
leaf_value=0.0041698897202877561 0.0063022087648006101 0.00059943101834505799 0.010985378700218373 0.0045419221350672745 0.0078314416917661823 0.002981230148114264 0.0071604261950900154 0.0014951232411099143 0.0013625925744687893 0.0034246691236538549 0.0041536425938829783 0.0037898435490205887 0.0033594047510996463 0.0035926803962442362 0.0086799665246731963 0.0095263524945559258 0.0083597689863202772 0.0079813824748903844 0.0036599484640553745 0.0068655021111656252 0.0040239416034287745 0.011118711238460881 0.010314194210583256 0.0075871537702004018 0.007323764961350847 0.0022082882888969919 0.0045176708180566924 0.0070793702235153718 0.0037164020552408212 0.0083345145117058317
leaf_weight=24 107 20 31 119 30 25 21 53 151 21 20 24 30 146 26 42 61 23 49 239 104 21 21 989 27 21 34 556 43 43
leaf_count=24 107 20 31 119 30 25 21 53 151 21 20 24 30 146 26 42 61 23 49 239 104 21 21 989 27 21 34 556 43 43
internal_value=0 0.00348429 0.00690185 0.00463823 0.00577873 0.006693 0.0046185 0.00360308 0.00231356 0.00713866 0.00717581 0.007116 0.00625458 0.00404132 0.00710542 0.00745593 0.00690902 0.006006 0.00504041 0.00658483 0.0034716 0.00726039 0.00729634 0.00724932 0.00928083 0.00721114 0.0067694 0.00693175 0.00746222 0.00602546
internal_weight=0 554 2567 279 447 250 197 172 275 2120 2099 2041 293 167 225 201 159 98 72 263 124 1748 1728 1707 58 1686 611 590 1075 86
internal_count=3121 554 2567 279 447 250 197 172 275 2120 2099 2041 293 167 225 201 159 98 72 263 124 1748 1728 1707 58 1686 611 590 1075 86
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 2 2 1 14 457 2 2 475 50 39 0 49 4 49 1 43 0 1 1 12 3 3 4 0
split_gain=6.52367 0.7907 0.690674 0.454786 0.429238 0.336356 0.175439 0.202796 0.174423 0.162842 0.161817 0.166259 0.10431 0.087998 0.0863292 0.0799962 0.0794144 0.137977 0.0782756 0.0755963 0.0720451 0.066054 0.0636104 0.0586045 0.0573492 0.056821 0.0556812 0.0686656 0.0551105 0.0512483
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.076975000000000002 0.080930000000000016 0.14122000000000004 -1.0000000180025095e-35 -0.069854999999999987 0.041865000000000006 0.095830000000000012 -0.11173999999999999 0.082865000000000008 0.0061450000000000003 -0.012034999999999999 0.083135000000000014 -0.080324999999999994 -0.080119999999999983 0.12000500000000001 0.12958500000000003 0.087695000000000009 0.30112000000000005 -0.017889999999999996 -0.52556499999999995 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 19 6 23 24 -4 12 11 13 22 -5 -7 26 17 20 25 -2 -14 -10 -1 -3 -8 28 27 -9 -18 -29
right_child=1 5 8 10 -6 14 7 15 21 -11 -12 -13 16 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0004990842935227442 0.00035877856188545036 0.00028271413478554068 0.00048036694155002688 0.00055527516988792809 0.00027558912722236922 0.00011481263992755814 0.00049416808521046359 0.00021974192349628018 0.00034691533125957857 0.00062464096022197624 0.00033755846580193994 0.00035873555677614678 0.00051968881069992042 0.00047714753023339357 0.00024392686574965672 0.00018258847020552327 0.00065566590019300872 0.00060066052931634817 0.00048960650448686316 0.00049178730061266631 0.00041277631852626299 0.00021796542594607583 0.00035812115406288819 0.00016956814817784522 0.00034909328555359555 0.0005303735240855111 0.00022786268776724995 0.00027712208512456889 0.00055127202690030295 0.00038561346285234752
leaf_weight=32 20 24 34 66 74 85 22 21 56 75 34 41 39 346 26 31 20 32 121 92 64 21 20 66 20 833 36 26 697 47
leaf_count=32 20 24 34 66 74 85 22 21 56 75 34 41 39 346 26 31 20 32 121 92 64 21 20 66 20 833 36 26 697 47
internal_value=0 0.000285681 0.000514636 0.000521573 0.000391471 0.000236976 0.000271799 0.000303746 0.000363396 0.000535065 0.000468021 0.000477813 0.00053145 0.000489663 0.000145056 0.000272092 0.000533942 0.000488198 0.000537638 0.000468036 0.000453258 0.000311747 0.000444868 0.00019974 0.000425085 0.000541388 0.000293436 0.000318549 0.000554184 0.000346973
internal_weight=0 590 2531 2420 186 404 293 203 111 1933 487 453 1858 412 111 161 1806 135 1671 112 103 77 52 90 42 1550 130 94 717 73
internal_count=3121 590 2531 2420 186 404 293 203 111 1933 487 453 1858 412 111 161 1806 135 1671 112 103 77 52 90 42 1550 130 94 717 73
is_linear=0
shrinkage=0.00196078


Tree=9523
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 1 14 3 3 2 0 15 4 12 1 150 1 47 159 12 4 1 2 11 150 0 1 1 0
split_gain=7.96396 1.28758 0.659588 0.582304 0.431528 0.374458 0.230985 0.222142 0.218475 0.209424 0.179673 0.126908 0.196819 0.137311 0.114463 0.111552 0.109502 0.0882199 0.0777752 0.077454 0.0754505 0.0831692 0.081986 0.069905 0.0696492 0.0690881 0.0868476 0.0664762 0.0637739 0.0569593
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.09253500000000002 0.062655000000000016 0.31370500000000007 0.076840000000000006 0.14285500000000004 -0.10607499999999999 -0.10653 0.0061450000000000003 -0.42850999999999995 0.083345000000000016 1.0000000180025095e-35 0.122715 0.10019500000000002 0.082585000000000006 0.087695000000000009 -0.51843499999999987 0.089875000000000024 0.15950500000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.13843999999999998 0.13075500000000004 0.13075500000000004 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 19 7 -4 11 9 27 16 12 -1 20 -10 -14 24 -2 -11 25 21 -13 -23 -16 -7 26 -3 -6 -5 -29
right_child=1 4 6 28 8 10 -8 -9 14 18 -12 13 15 -15 23 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00061147817158675895 0.00052934380823020633 0.00033899179625488361 0.00052210483270361072 0.00033371805491114604 0.00024863951056243216 0.00051738589135926307 0.00032156635846257431 0.00067301719181308802 0.00021184590906162576 0.00026026349078809668 0.00037973561591542264 0.00071053716982780049 0.00053678785624238206 0.00050333215958107502 0.00012334441782121418 0.00040121241912887502 0.00040021376983987833 0.00040832677877497401 0.00039703714662960292 0.00025133636380738982 0.00056153780292744662 0.00058910015076651901 0.00046750025727425879 -1.8504896340642701e-05 0.00059630210582567911 0.00030234027141336727 0.00048385813809807664 0.00010182381733199735 0.000214123992885469 0.00020793635271879786
leaf_weight=48 115 41 34 60 51 351 63 76 34 31 39 21 40 112 34 56 28 29 33 38 822 687 22 22 49 57 26 37 24 41
leaf_count=48 115 41 34 60 51 351 63 76 34 31 39 21 40 112 34 56 28 29 33 38 822 687 22 22 49 57 26 37 24 41
internal_value=0 0.000309472 0.000550311 0.00042929 0.000248082 0.000556849 0.000391858 0.000569169 0.000201884 0.000239087 0.000507145 0.000564804 0.000508961 0.000569637 0.000122104 0.000457702 0.000518755 0.000504972 0.000330787 0.000328785 0.000574421 0.000588929 0.000585327 6.76179e-05 0.000527053 0.000352519 0.000395209 0.000193593 0.000299548 0.000157601
internal_weight=0 673 2448 228 445 2351 97 1884 283 193 467 1808 144 1664 90 96 428 144 64 162 1552 730 709 56 400 124 67 129 84 78
internal_count=3121 673 2448 228 445 2351 97 1884 283 193 467 1808 144 1664 90 96 428 144 64 162 1552 730 709 56 400 124 67 129 84 78
is_linear=0
shrinkage=0.00196078


Tree=9524
num_leaves=31
num_cat=0
split_feature=1 52 3 52 4 2 51 11 12 48 43 43 48 12 2 403 0 124 11 3 0 1 2 4 13 15 1 41 39 51
split_gain=0.52444 0.111972 0.0683014 0.0469301 0.0434351 0.0418832 0.0368354 0.0284362 0.0288623 0.0282004 0.0295063 0.0298407 0.0247927 0.0239096 0.0255721 0.0236131 0.0224342 0.0206246 0.0192883 0.0453874 0.025935 0.0192757 0.0266332 0.0218409 0.0348378 0.0270664 0.0185121 0.0183316 0.0172558 0.0169812
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.19022000000000003 0.40124500000000002 0.10005000000000001 -0.41904999999999998 1.0000000180025095e-35 0.09320500000000001 0.15068000000000001 -0.035139999999999991 -0.24021999999999996 0.078735000000000013 -0.42850999999999995 0.15950500000000004 -1.0000000180025095e-35 0.14486500000000005 -0.083859999999999976 0.081790000000000015 -0.10115999999999999 -0.13027499999999997 0.10871500000000002 0.14285500000000004 0.41379000000000005 -0.39067499999999994 -0.45963999999999994 0.094090000000000021 0.07882500000000002 0.10076500000000001 0.067785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 -3 17 12 10 11 -8 27 -4 -15 -12 18 26 19 -7 -21 -17 23 24 -23 -25 -1 -9 -13 -5
right_child=1 2 13 29 -6 16 9 8 -10 -11 15 28 -14 14 -16 21 -18 -19 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071322733722627169 0.0073018180075283537 0.0076900274769979571 0.0032430558641707262 0.0052874586299846045 0.0025957494921220298 0.0015596950706094504 0.0061325288503212508 0.010471321487178406 0.0056478481207575121 -8.6439527909864088e-05 0.0012967706674576873 0.0028851796450355695 0.012577880141527756 0.0013674094303733793 -0.0027778062080456457 0.0028423457816978428 0.0036339631493319761 0.0072231959327429401 0.0089164923743477887 0.0036853862746107965 0.006709063554623214 0.0038836612355556683 0.0019995014264713971 0.0071423399177464571 0.008739283978939057 0.002585899079713272 0.0028812379154953219 0.0067510949116415132 0.00062572656045018068 0.0087785094256766835
leaf_weight=20 87 21 35 38 22 20 24 27 21 22 21 158 23 46 22 38 32 1798 28 31 334 22 20 22 45 32 21 26 43 22
leaf_count=20 87 21 35 38 22 20 24 27 21 22 21 158 23 46 22 38 32 1798 28 31 334 22 20 22 45 32 21 26 43 22
internal_value=0 0.00393866 0.00347496 0.00393448 0.0070187 0.00705957 0.00359691 0.00726064 0.00892938 0.00340462 0.00358533 0.00279976 0.00983612 0.00111938 2.63103e-05 0.0044691 0.00618476 0.00717263 0.0063824 0.0061981 0.00645226 0.00484127 0.00537999 0.00593875 0.0071449 0.00444223 0.00495491 0.0086463 0.00240181 0.00656751
internal_weight=0 718 631 528 2403 2381 468 1936 97 447 425 225 76 103 68 200 445 1839 413 385 365 179 141 121 67 54 41 53 201 60
internal_count=3121 718 631 528 2403 2381 468 1936 97 447 425 225 76 103 68 200 445 1839 413 385 365 179 141 121 67 54 41 53 201 60
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 4 4 0 1 0 1 159 15 49 376 50 14 2 4 0 150 15 2 47 15 1 151
split_gain=8.32869 1.03472 0.923081 0.551312 0.516235 0.408152 0.308738 0.250492 0.22751 0.176889 0.156882 0.146183 0.137049 0.132265 0.118316 0.101122 0.0937182 0.0935082 0.0916967 0.0903387 0.090279 0.10599 0.0835378 0.0827329 0.0810516 0.0763505 0.0714072 0.0641736 0.0559766 0.0539917
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.090285000000000018 0.27287000000000006 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 0.12408500000000001 1.0000000180025095e-35 0.095695000000000016 0.084250000000000005 0.13592500000000005 -0.012034999999999999 0.083785000000000012 0.041865000000000006 0.076175000000000007 0.10855000000000002 -0.064054999999999987 -0.13027499999999997 0.085825000000000012 -0.084564999999999987 0.092235000000000025 0.093140000000000014 -0.41942499999999994 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 16 7 19 14 -5 15 -1 -9 13 25 17 -8 -2 23 27 22 21 -12 -4 -3 -23 -10 -15 -7 -6 -29
right_child=1 5 6 8 28 18 9 11 12 -11 20 -13 -14 26 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00071892412960423079 0.00039547079553206761 0.00044616611694971864 0.00049814773296035105 0.00057678448482829502 0.00034343354886069016 0.00018531517815184882 0.00057791325282978358 0.0003120918368286029 0.00054166512458101758 0.00050460507892684757 0.00062362140103918958 0.00018757344959957452 0.00024630157859608124 0.00034893904817763548 0.00025124505683424362 0.00044598223138140084 0.00054356632349283798 0.00027237335793381813 0.0002546009804516751 0.00069456068070038505 0.00044910028575709563 0.00056152128323710341 0.00060858378375281904 0.00031674124635945394 0.00042910520834462773 0.00039651810910400009 0.00046945356678680271 0.00013770115779257927 0.00022823199556738723 3.22190831640577e-06
leaf_weight=22 20 64 27 31 50 29 774 59 38 171 64 94 21 89 37 23 92 25 23 46 32 52 1068 27 27 22 24 22 24 24
leaf_count=22 20 64 27 31 50 29 774 59 38 171 64 94 21 89 37 23 92 25 23 46 32 52 1068 27 27 22 24 22 24 24
internal_value=0 0.000312137 0.000570835 0.000487123 0.000433155 0.000256421 0.000587585 0.000291691 0.000420808 0.000561828 0.000562864 0.00023559 0.000395884 0.000414041 0.000347791 0.000574106 0.000517121 0.000378586 0.000146293 0.000609437 0.000543245 0.000564313 0.000605861 0.000407765 0.000516265 0.000488445 0.000374535 0.000113079 0.000306071 6.75381e-05
internal_weight=0 590 2531 422 186 404 2109 306 225 968 197 153 194 173 153 797 112 116 98 1141 175 143 1095 91 79 60 113 75 74 46
internal_count=3121 590 2531 422 186 404 2109 306 225 968 197 153 194 173 153 797 112 116 98 1141 175 143 1095 91 79 60 113 75 74 46
is_linear=0
shrinkage=0.00196078


Tree=9526
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 2 457 2 14 11 14 0 4 0 4 2 42 43 52 52 39 12 13 124 0 0 16 1213 43 50
split_gain=0.482542 0.0687035 0.0608806 0.0371566 0.0366924 0.0336743 0.0244089 0.0211663 0.0205213 0.021309 0.0208657 0.0300101 0.0363253 0.0307755 0.0271928 0.0232458 0.0202874 0.0213386 0.0199045 0.0405558 0.0220273 0.0261188 0.0241048 0.0208264 0.0274285 0.0186692 0.0269434 0.0303471 0.0220021 0.0203949
threshold=0.10920500000000001 -0.053259999999999995 1.0000000180025095e-35 0.10045500000000002 0.11411 0.31358000000000003 0.080930000000000016 0.14122000000000004 0.076975000000000002 0.075910000000000019 -1.0000000180025095e-35 -0.11173999999999999 0.0033150000000000007 -0.15599999999999997 0.0061450000000000003 0.089005000000000015 -0.0060199999999999993 -0.085594999999999991 -0.23798499999999997 -0.16675999999999999 0.096625000000000016 -0.10022999999999999 -0.28558999999999996 -0.077084999999999987 -0.22491999999999998 -0.084044999999999995 0.013515000000000001 0.104315 -0.08287499999999999 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 -2 18 7 -5 10 -10 -1 12 13 -12 25 -14 -4 -18 -3 -20 22 -22 -21 -24 -25 26 27 29 -28 -13
right_child=1 5 16 6 -6 -7 -8 -9 9 -11 11 14 15 -15 -16 -17 17 -19 19 20 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0099181671118871734 0.0061507170376091519 0.0058402753834213526 0.0071602503620934767 0.006366240224210922 0.0032060652176317361 -0.00087464995941935258 0.0035238708271399925 0.0039880248419826899 0.006068393386279544 0.0096707023654744265 0.0051878669023114662 0.0079919947494352887 0.009535448312420737 0.00027047368668718262 0.0056012472128790722 0.0055389161838954974 0.0067140291584655652 0.003052739860793689 -0.0015873134439711328 0.0021006805157264543 0.0038805626857668233 2.241056372827672e-05 0.0025196638889610767 0.0020146703296948388 0.0059560431807001712 0.0067398997330140476 0.0069554155607225512 0.0048589872282096434 0.002612730934051797 0.0062609075398470928
leaf_weight=22 107 21 22 429 70 26 38 41 24 52 35 534 22 20 142 43 20 78 21 86 28 47 49 23 76 881 28 38 20 78
leaf_count=22 107 21 22 429 70 26 38 41 24 52 35 534 22 20 142 43 20 78 21 86 28 47 49 23 76 881 28 38 20 78
internal_value=0 0.00336092 0.00661514 0.00672298 0.00498617 0.00259788 0.00596168 0.00615878 0.00692244 0.00853313 0.00685673 0.00682015 0.00529115 0.00339972 0.00692676 0.00689159 0.004416 0.00379994 0.0028551 0.00266513 0.00295414 0.00146279 0.00343213 0.00420581 0.00504037 0.00704596 0.00743227 0.0076011 0.00514596 0.00777137
internal_weight=0 554 2567 2447 177 377 508 470 1939 76 1863 1841 120 55 1721 65 120 98 351 330 309 75 234 148 99 1579 698 650 48 612
internal_count=3121 554 2567 2447 177 377 508 470 1939 76 1863 1841 120 55 1721 65 120 98 351 330 309 75 234 148 99 1579 698 650 48 612
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=31
num_cat=0
split_feature=1 52 12 44 1 4 474 1 43 3 42 4 2 0 48 160 131 1 0 16 402 13 150 15 2 0 1 42 150 4
split_gain=0.390859 0.0570534 0.0497688 0.0470725 0.0437582 0.0425134 0.0517081 0.0555804 0.028699 0.0256201 0.0253824 0.0249997 0.0224427 0.0202492 0.0272374 0.0445672 0.0246524 0.0301514 0.0201505 0.0197712 0.0195653 0.020183 0.0194642 0.0193245 0.0292553 0.0190516 0.0188316 0.0184297 0.0164583 0.0203869
threshold=0.10920500000000001 -0.26636999999999994 0.078300000000000008 1.0000000180025095e-35 0.14860500000000001 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.080324999999999994 -0.053259999999999995 0.11159000000000001 0.053180000000000012 0.11411 -0.086074999999999985 0.092475000000000016 -0.059339999999999997 0.077555000000000027 0.089875000000000024 0.056435000000000006 -0.040964999999999994 0.085720000000000018 -0.092094999999999982 0.091105000000000005 0.090750000000000011 0.092755000000000018 -0.033209999999999996 0.080585000000000004 0.087995000000000004 0.084680000000000019 0.41257000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 9 18 7 22 19 12 28 13 25 16 20 -16 17 -4 -1 -9 21 -15 -7 27 -25 -3 -18 -22 29 -11
right_child=1 4 11 -5 -6 6 -8 8 -10 10 -12 -13 -14 14 15 -17 26 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.007706447601600809 0.0062467586384154861 0.0065306236533262787 0.0066816709628438192 0.008906457203857859 0.00021731167498435225 0.0060178902223494589 -0.0007029270520433784 0.0071105587412603199 0.0015609407433025216 0.0044520198928446253 -0.0005617645084081839 0.0052022154629374822 0.0028362211998414679 0.0037504035519975187 0.00028021005093164391 0.0058214087374855155 0.010427249868496739 0.0031211716532707216 0.0045046055031105368 0.0033048369464204579 0.0072663776974271361 0.0060978584343560367 0.0027855073545305503 0.0034529769593583687 0.0079846856023730907 0.0028681308333761992 0.0072468228845397028 0.010417812474071982 0.001624922186672892 0.0024409527341357701
leaf_weight=61 50 49 489 29 62 165 20 20 69 88 24 242 61 38 21 47 29 25 29 43 72 1013 21 28 29 20 52 25 82 118
leaf_count=61 50 49 489 29 62 165 20 20 69 88 24 242 61 38 21 47 29 25 29 43 72 1013 21 28 29 20 52 25 82 118
internal_value=0 0.00302483 0.00595362 0.0050075 0.00270519 0.00474332 0.00422903 0.00453922 0.00296988 0.00305417 0.00256273 0.00615854 0.00423364 0.00628244 0.00605735 0.00411016 0.00676402 0.00650849 0.00667474 0.004513 0.00616723 0.00601298 0.00565294 0.00721989 0.00575858 0.00546903 0.00838549 0.0080786 0.0028231 0.00330005
internal_weight=0 554 2567 457 504 428 338 318 132 442 312 2110 130 1868 1273 68 595 514 90 63 1205 1051 186 154 57 69 81 97 288 206
internal_count=3121 554 2567 457 504 428 338 318 132 442 312 2110 130 1868 1273 68 595 514 90 63 1205 1051 186 154 57 69 81 97 288 206
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 1 2 4 4 1 15 52 1 51 48 14 160 0 0 47 14 1 51 4 12
split_gain=12.7493 2.06373 1.20195 1.14638 0.687379 0.620904 0.476971 0.400503 0.373881 0.308085 0.304176 0.242799 0.238921 0.217988 0.128854 0.128456 0.120492 0.138452 0.175498 0.158113 0.10883 0.107793 0.0997153 0.088764 0.0842662 0.0920636 0.0934529 0.0828836 0.0809809 0.0773105
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.14753000000000002 0.092845000000000025 0.089885000000000007 0.40473500000000007 0.27834500000000006 0.091450000000000017 -0.41942499999999994 -0.56176499999999996 0.089770000000000016 -0.092264999999999986 0.090225000000000014 0.096015000000000017 -1.0000000180025095e-35 -0.026509999999999995 0.18019500000000002 0.090100000000000013 -0.46413499999999996 0.11669000000000002 -1.0000000180025095e-35 -0.036839999999999991 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 24 6 8 9 11 13 -5 14 -6 -4 -1 -11 -13 23 -19 -20 -10 -15 -7 29 25 -3 27 -27 -2 -18
right_child=1 2 7 10 12 22 -8 -9 20 15 -12 16 -14 21 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00071447021681875981 0.00073283434323236053 0.00046686408712583426 0.00038965746322098903 0.0006094036873570181 0.00061363070149739055 0.00056352868822275427 0.00041671800366268046 0.0004314475832975884 0.00086619329870187825 0.00021789845826181893 0.00038335515454021932 0.00076264493345954581 0.00040492813084639756 0.00032429508720049183 0.00066156807067751003 6.1651809064674722e-05 0.00069458429674171057 0.00072686974616611706 0.00039139635871241515 0.00061890212818980215 0.00071033031612732051 0.00018564299467924318 0.00038416549411699244 0.00053722606204888407 0.00044829062276380939 0.00023294448012522621 0.00023590925846154949 0.00036961963448101716 0.0005877383185479264 0.00065320519696266375
leaf_weight=1127 50 20 40 37 71 22 24 37 61 32 60 45 30 29 210 55 288 20 23 24 24 84 26 20 33 20 35 116 21 437
leaf_count=1127 50 20 40 37 71 22 24 37 61 32 60 45 30 29 210 55 288 20 23 24 24 84 26 20 33 20 35 116 21 437
internal_value=0 0.000373751 0.000336462 0.000678475 0.000417348 0.000687094 0.000691694 0.00024156 0.00069459 0.000212285 0.00046958 0.000689647 0.00055164 0.000265261 0.000706161 0.000119122 0.000663883 0.00065841 0.000573032 0.00050757 0.000822185 0.000221226 0.000466374 0.000666088 0.000356797 0.000340989 0.000326267 0.00034952 0.000689919 0.000669643
internal_weight=0 673 602 2448 325 2351 2303 277 2279 240 97 2194 101 153 1337 87 857 812 67 47 85 113 48 745 224 191 171 136 71 725
internal_count=3121 673 602 2448 325 2351 2303 277 2279 240 97 2194 101 153 1337 87 857 812 67 47 85 113 48 745 224 191 171 136 71 725
is_linear=0
shrinkage=0.00196078


Tree=9529
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 0 1 2 4 4 457 150 47 12 4 3 0 16 3 4 475 157 48 4
split_gain=10.4859 1.58704 0.975297 0.965504 0.649016 0.48625 0.288291 0.279884 0.254303 0.242395 0.192816 0.192005 0.294833 0.176613 0.175306 0.156259 0.152227 0.107989 0.107464 0.0960963 0.0808887 0.110349 0.0804825 0.0826503 0.0776303 0.0628917 0.0614292 0.0607794 0.059488 0.0540101
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.14285500000000004 -0.10607499999999999 0.085345000000000018 0.14285500000000004 0.0082450000000000006 0.27834500000000006 0.080930000000000016 0.084120000000000014 0.090100000000000013 0.090285000000000018 -0.52556499999999995 -0.13927999999999999 -0.15202999999999997 -0.12029499999999999 -0.017889999999999996 -0.036839999999999991 -0.07550999999999998 -0.08107499999999998 0.093265000000000015 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 18 6 11 -5 10 29 15 12 22 16 19 -4 26 -14 -3 20 -13 -22 -1 -24 -17 -2 -7 -21 -29 -6
right_child=1 2 8 7 9 13 -8 -9 -10 -11 -12 14 17 -15 -16 24 -18 -19 -20 27 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00074016607961183113 0.00065120236341859776 0.00030318729687199499 0.00035070913177509891 0.00056871432808873424 0.00065625426676872169 0.00065048649042031257 0.00075444930183825342 0.00034796734909485553 0.00037976712253773981 0.00036259235728994694 0.00013224994976145536 0.00077330760671068212 0.00054658563627350712 0.00044015877043885492 0.00056144301056142674 0.00028300307241760402 0.00041165807412243353 0.00038420543549399751 0.0004243620696233556 0.00052911407924165915 0.00051577733381387382 0.00065618153616316501 0.00065375875358154119 0.00050061188912128699 0.00016737484140205824 0.00052909219357507686 0.0005773513861343782 0.0006335050197673731 0.00054749669202792093 0.00053775872202480534
leaf_weight=23 50 191 39 34 21 51 79 63 34 30 99 22 31 39 104 33 20 32 33 25 22 989 42 20 69 24 329 490 33 50
leaf_count=23 50 191 39 34 21 51 79 63 34 30 99 22 31 39 104 33 20 32 33 25 22 989 42 20 69 24 329 490 33 50
internal_value=0 0.000340696 0.000307229 0.000617051 0.000379876 0.000624961 0.000638473 0.000425343 0.00022106 0.000510367 0.000198577 0.000633475 0.000565761 0.000566111 0.000639422 0.000245146 0.000578391 0.000464107 0.000321039 0.000644552 0.000655686 0.000653126 0.000641105 0.000604357 0.000204784 0.000611599 0.000587167 0.000623563 0.000628078 0.000572807
internal_weight=0 673 599 2448 325 2351 1912 97 274 101 240 1833 148 439 1685 141 400 63 224 1581 1033 1011 85 62 102 74 380 548 523 71
internal_count=3121 673 599 2448 325 2351 1912 97 274 101 240 1833 148 439 1685 141 400 63 224 1581 1033 1011 85 62 102 74 380 548 523 71
is_linear=0
shrinkage=0.00196078


Tree=9530
num_leaves=31
num_cat=0
split_feature=1 3 123 39 4 4 40 2 12 11 3 51 43 457 42 1208 1213 0 13 42 15 3 42 43 2 1429 52 4 49 4
split_gain=0.433796 0.0629375 0.0565556 0.0471275 0.043944 0.0349899 0.0321664 0.0305254 0.0292626 0.0269042 0.0264046 0.0658054 0.0263488 0.0234336 0.0210051 0.0222559 0.0243041 0.0250584 0.0213999 0.0200756 0.0208426 0.0190743 0.0186637 0.0185117 0.0176556 0.0175518 0.0174923 0.0315757 0.017966 0.0173402
threshold=0.10920500000000001 0.31534000000000006 1.0000000180025095e-35 0.087880000000000014 -0.036839999999999991 0.36766000000000004 0.0046150000000000002 1.0000000180025095e-35 -0.42850999999999995 1.0000000180025095e-35 -0.12018999999999998 -1.0000000180025095e-35 -0.20207499999999998 0.29113500000000009 0.11387000000000001 0.099975000000000008 -0.0043299999999999996 -0.071719999999999992 -0.15416999999999995 -0.019989999999999997 -0.46471999999999997 -0.072624999999999981 -0.0060199999999999993 -0.078844999999999985 0.11728500000000001 -0.0091699999999999993 -0.07167999999999998 0.071150000000000005 0.055245000000000009 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 24 6 9 -6 -3 10 11 -1 -11 14 18 16 -16 -18 -12 -9 -21 -19 -4 -24 -2 -14 -22 -28 -29 -20
right_child=1 8 22 -5 7 -7 -8 19 -10 12 13 -13 25 -15 15 -17 17 21 29 20 26 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00035603538854047658 0.0088436052341152125 0.0030691584652023656 0.0068031101345034338 0.0022622927256937451 0.0052235375202288577 0.0038772324759823585 0.0030192332600967754 3.3964329631999141e-05 -0.00061678664600809242 0.0045657330476071524 0.0038925990076928308 0.006295914667786966 0.0058551999543292018 0.0032170119758864698 0.0069635996302323689 0.0075097876714272918 0.0014429693680320837 0.0075428345811087635 0.0070385459528118921 0.0061711669833723302 0.0054728369672028794 0.0037275112108449992 0.0042978270671802099 0.00094831829136680999 0.005073262018192074 0.0087232348729245866 -0.00093456131868626237 0.0021275320312600923 0.0054845472536981105 0.0064074999981885627
leaf_weight=20 27 35 22 156 101 54 27 20 56 23 29 58 26 22 35 38 29 20 672 23 21 38 77 21 23 119 23 44 25 1237
leaf_count=20 27 35 22 156 101 54 27 20 56 23 29 58 26 22 35 38 29 20 672 23 21 38 77 21 23 119 23 44 25 1237
internal_value=0 0.00320508 0.00629055 0.00367761 0.00439679 0.0063945 0.0064513 0.00386908 0.000800885 0.00649047 0.00639724 0.00459029 0.00771019 0.00646372 0.00649777 0.00539654 0.00473831 0.00384308 0.00658868 0.00299215 0.00342718 0.00504314 0.00417096 0.00358008 0.00710925 0.00820897 0.00286867 0.00227424 0.00334384 0.00662964
internal_weight=0 554 2567 463 307 2447 2393 257 91 2366 2198 78 168 2120 2098 160 122 87 1938 156 136 58 120 98 50 145 113 92 69 1909
internal_count=3121 554 2567 463 307 2447 2393 257 91 2366 2198 78 168 2120 2098 160 122 87 1938 156 136 58 120 98 50 145 113 92 69 1909
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=31
num_cat=0
split_feature=1 52 3 0 52 157 15 14 4 11 51 2 1 4 2 376 1 1 52 16 14 15 43 42 16 16 483 483 1429 52
split_gain=0.351383 0.0766615 0.048061 0.0347687 0.0346651 0.0279736 0.02657 0.0316769 0.0264549 0.0320404 0.0333673 0.0306382 0.0309627 0.0285572 0.0260196 0.0248065 0.0289931 0.0229162 0.020393 0.0194067 0.0217213 0.018587 0.0168645 0.0198486 0.0180369 0.0271712 0.0167224 0.0164571 0.0237788 0.0411593
threshold=0.10337500000000001 -0.40967499999999996 0.31370500000000007 0.18019500000000002 0.19022000000000003 -0.080799999999999983 -0.24436499999999997 -0.47013499999999991 0.40124500000000002 1.0000000180025095e-35 0.10876000000000001 0.092235000000000025 0.08864000000000001 -0.15464999999999998 0.11237500000000002 0.084145000000000011 0.10871500000000002 0.11588000000000001 0.048770000000000008 -0.42170999999999997 -0.41790499999999997 0.13592500000000005 -0.081779999999999978 0.081660000000000024 0.083160000000000026 -0.082039999999999988 -0.06916499999999999 -0.070084999999999981 0.084770000000000012 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 5 -3 7 -7 9 11 -11 27 21 -14 15 16 -8 -18 -4 -9 -21 22 23 -13 25 -25 -24 -1 -29 -30
right_child=1 2 18 -5 -6 6 14 19 -10 10 -12 12 13 -15 -16 -17 17 -19 -20 20 -22 -23 26 24 -26 -27 -28 28 29 -31
leaf_value=0.0072782485325249939 0.0060102228835018038 -0.00062785387881809755 -0.00011994984739905468 0.0023655476960508775 0.005492164869016658 0.0053285998731063544 0.0032105318680405617 0.0026908877567620951 0.0022577746405399272 0.0081226955249663804 0.0038360511079769243 0.0055519940581698311 0.0060999863035976895 0.0019998640351366463 0.0026374494431540374 0.0014750950006683443 0.0082011825777590277 0.0048057019684600404 0.0028722806645365543 0.0024658634829142229 -0.0010924824369361714 0.0033388646587263794 0.0029167048199551888 0.006547984873343792 0.0055614943788184421 0.011698153102770448 0.0054035542464407633 0.0060076875323755736 0.0013787833812286057 0.0059660608973985604
leaf_weight=93 87 21 69 30 60 26 50 72 21 104 22 101 25 53 125 22 35 46 34 29 42 40 29 21 23 20 400 1337 31 53
leaf_count=93 87 21 69 30 60 26 50 72 21 104 22 101 25 53 125 22 35 46 34 29 42 40 29 21 23 20 400 1337 31 53
internal_value=0 0.00322743 0.00284374 0.00574857 0.00322921 0.00293909 0.00310666 0.00211783 0.00579134 0.00582289 0.00737423 0.00573508 0.00519409 0.00331401 0.00370778 0.00458224 0.00510405 0.00627288 0.000867777 0.00153405 0.000360926 0.00542539 0.0055659 0.00642507 0.00780289 0.00906026 0.00523545 0.0059895 0.00590515 0.00427314
internal_weight=0 718 631 2403 528 468 447 169 2373 2352 126 2226 712 78 278 153 131 81 103 143 71 634 594 165 64 41 429 1514 1421 84
internal_count=3121 718 631 2403 528 468 447 169 2373 2352 126 2226 712 78 278 153 131 81 103 143 71 634 594 165 64 41 429 1514 1421 84
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 4 0 401 4 155 157 42 1 3 52 4 132 15 48 16 4 43 49 43 49 12 9 11 52 1
split_gain=0.286722 0.0433104 0.036796 0.0363729 0.037013 0.0344077 0.0286206 0.0338267 0.0530184 0.0242589 0.0258077 0.0199632 0.0440598 0.0191266 0.0331266 0.0224451 0.0188331 0.0332363 0.0444094 0.0185931 0.0199272 0.0178441 0.0217264 0.0186341 0.0176312 0.0170928 0.0167333 0.0164682 0.0205501 0.0245102
threshold=0.10920500000000001 0.14753000000000002 0.091195000000000012 -0.0091949999999999983 -0.091069999999999984 0.26450500000000005 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 0.10158500000000002 -0.07797999999999998 0.089810000000000015 0.092695000000000013 -0.083654999999999993 -0.15275999999999998 -0.07533999999999999 0.08764000000000001 -0.41942499999999994 0.085790000000000019 -0.054549999999999994 -0.0073899999999999999 -0.11720999999999999 0.10969000000000002 -0.064334999999999989 -0.080089999999999981 0.097145000000000023 0.08925000000000001 1.0000000180025095e-35 -0.0080349999999999987 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 26 19 9 27 8 -8 10 -2 13 -13 15 -15 -6 17 -3 -19 -5 -21 -10 23 -23 -12 -25 -4 -1 -29 -30
right_child=1 16 3 4 11 -7 7 -9 21 -11 24 12 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0053832045816489633 0.00031757617305794902 0.0030543030579932608 0.00070371083912087258 0.0042883589351101993 0.0058467250325439993 0.0021270062459286215 0.0095861137755924759 0.0012197561352513733 0.0022274179099922016 0.0070479005288110455 0.0019591784916378348 0.000165583115276171 0.0051997864380303668 0.0042340731462463732 0.0086923163458704957 0.0020965646533295515 0.0030780462552294405 -0.0047881138653875421 0.00091469296668138765 0.0035619922209148992 -1.2062233872711659e-05 0.0067015252653688483 0.0023040613764447756 0.0054723731230622462 0.004428378013850604 0.0033044129857003239 0.0042938589816913014 0.0090439475074942637 0.0082397356099681938 0.0035833288378153854
leaf_weight=1654 22 26 37 104 79 215 21 30 34 22 36 21 101 25 50 20 28 22 36 39 26 52 33 81 147 66 20 28 20 26
leaf_count=1654 22 26 37 104 79 215 21 30 34 22 36 21 101 25 50 20 28 22 36 39 26 52 33 81 147 66 20 28 20 26
internal_value=0 0.00258851 0.00509699 0.00434761 0.00463987 0.00303359 0.00528827 0.00441483 0.00474881 0.00389226 0.0035536 0.00531401 0.00433324 0.00600167 0.00720624 0.00508912 0.000832032 8.3361e-05 -0.00124844 0.00345913 0.00213237 0.00436691 0.00468046 0.00507454 0.00394263 0.004499 0.00196341 0.0054485 0.006908 0.00560785
internal_weight=0 554 2567 522 465 442 2045 317 287 227 205 296 122 174 75 99 112 84 58 169 65 266 232 199 183 147 57 1728 74 46
internal_count=3121 554 2567 522 465 442 2045 317 287 227 205 296 122 174 75 99 112 84 58 169 65 266 232 199 183 147 57 1728 74 46
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 12 43 4 0 0 2 12 4 1 150 0 43 3 2 14 1 49 4 4 15 2 16 0 16
split_gain=6.11804 0.746273 0.628252 0.398266 0.394041 0.28127 0.209849 0.209277 0.159398 0.150752 0.134002 0.124675 0.116339 0.113926 0.111409 0.0963074 0.0883881 0.114837 0.0952499 0.0834753 0.081429 0.0775606 0.0758048 0.0751118 0.0746588 0.140981 0.0882019 0.0722584 0.0706808 0.098713
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 0.091475000000000015 -0.025214999999999998 -0.17966999999999997 -0.23194499999999998 1.0000000180025095e-35 0.11177500000000001 -0.42850999999999995 0.00063500000000000004 0.10089500000000001 0.091105000000000005 -0.060129999999999996 -0.11720999999999999 -0.059315 0.15950500000000004 0.076175000000000007 0.12205500000000001 -0.012034999999999999 -0.011209999999999999 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.008904999999999998 -0.11173999999999999 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 9 7 20 21 -6 -1 14 -9 -7 16 15 -10 -8 -18 -19 -14 28 -3 -2 -13 26 -26 -11 -25 29 -4
right_child=1 5 6 -5 8 12 13 11 10 24 -12 23 19 -15 -16 -17 17 18 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00062873431758659617 0.00032617688797615177 0.00023926060646257984 0.00050334942274066913 0.0002502109245759907 0.0004862134868560676 0.00020447148046657152 0.00049710251441815372 0.00038763275167489464 0.00042740382919487875 0.00054626297033410847 0.00018688461466768042 0.00036161006082336685 0.00011900391046829125 0.00043216119074829945 0.00029587022571830581 0.00027488962710634163 0.00031834960811667973 0.00049348927475982118 0.00036040810646199893 -3.7368167110003121e-05 0.00059166256741692851 0.00015279206628686444 0.00045936895504225446 0.00026825751311414025 0.00046489722882584893 0.00029762753430855087 0.00039344401810975638 0.00014421553727166325 0.00051090983701637942 0.00033330303815956098
leaf_weight=22 20 71 35 74 31 35 482 39 78 53 21 22 35 218 75 20 24 101 26 21 46 91 92 65 76 26 20 25 1156 21
leaf_count=22 20 71 35 74 31 35 482 39 78 53 21 22 35 218 75 20 24 101 26 21 46 91 92 65 76 26 20 25 1156 21
internal_value=0 0.000259059 0.000480782 0.000361834 0.000411721 0.000211742 0.000494601 0.000239638 0.000355657 0.000475754 0.000334795 0.000292154 0.00011579 0.00047082 0.000352749 0.000396278 0.000484134 0.000442738 0.000466244 6.03644e-05 0.000510687 0.000190689 0.000435585 0.000258907 0.000456522 0.00042226 0.000504395 0.000233801 0.000507614 0.000439582
internal_weight=0 590 2531 186 422 404 2109 313 225 197 194 151 91 851 173 98 633 151 127 56 1258 162 112 112 175 102 73 90 1212 56
internal_count=3121 590 2531 186 422 404 2109 313 225 197 194 151 91 851 173 98 633 151 127 56 1258 162 112 112 175 102 73 90 1212 56
is_linear=0
shrinkage=0.00196078


Tree=9534
num_leaves=31
num_cat=0
split_feature=1 12 44 1 10 0 34 2 2 1375 484 31 130 47 133 4 133 13 123 14 47 0 1428 472 48 1447 4 2 4 0
split_gain=0.267979 0.069139 0.0494743 0.0406495 0.0305778 0.0287965 0.0267611 0.0283175 0.0317864 0.0233358 0.0420084 0.0230911 0.0227873 0.0222343 0.021258 0.0207357 0.0199946 0.0210251 0.0184323 0.0214762 0.0233128 0.0174739 0.030316 0.026495 0.0214537 0.0276518 0.0197385 0.0174488 0.0173842 0.0169357
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 0.08864000000000001 -0.079859999999999987 -0.052984999999999997 -0.021334999999999996 0.11870500000000002 -0.15339499999999998 -0.096099999999999977 -0.011244999999999998 -0.077289999999999984 -1.0000000180025095e-35 0.11518500000000002 -1.0000000180025095e-35 0.053180000000000012 0.087035000000000015 -0.0093149999999999986 0.11679000000000002 -0.41790499999999997 0.11419000000000001 -0.076579999999999995 0.08653000000000001 -1.0000000180025095e-35 0.092475000000000016 -0.054404999999999988 0.0067750000000000006 0.10060500000000001 -0.085594999999999991 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 11 8 -8 -5 -11 -6 -12 -10 -9 21 29 -18 19 -16 -21 26 24 -24 25 -23 27 28 -3 -14
right_child=4 15 -4 9 6 -7 7 14 13 10 12 -13 16 -15 18 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047974795129613404 0.0015988163353705951 0.0061402821153374075 0.0078071591832364609 -0.00016550730215385558 0.0020439535008085056 -0.0031381461026501801 0.0012683173244888034 -0.00071962904930114753 0.0069592632896052931 0.0074189031263813378 -6.3589937053620818e-05 -0.002310148737992027 0.0016293568132249147 0.0032242790862385719 0.0054987104555878508 0.0042852386553133602 0.0029696670695557262 -0.001163478356320411 -2.8979846742004158e-05 0.0011550930300949231 0.0045420319781017803 0.0082052354700863361 0.0047581719437047197 0.0095580770330422615 0.0021567766817374707 0.0044840882012291061 0.0073852857177068177 0.0025284867336846551 0.0051984728324579064 0.0039440020695613561
leaf_weight=193 33 239 30 22 29 21 27 25 37 22 24 21 38 28 26 278 32 20 25 63 30 21 23 23 37 407 48 22 1089 188
leaf_count=193 33 239 30 22 29 21 27 25 37 22 24 21 38 28 26 278 32 20 25 63 30 21 23 23 37 407 48 22 1089 188
internal_value=0 0.00483665 0.0038547 0.00363471 0.00195321 -0.000243336 0.0023346 0.00274061 0.00415236 0.00298612 0.00320012 0.000215231 0.00289279 0.00535035 0.00197209 0.00509213 0.00314801 0.00138 0.0024394 0.00295797 0.00224765 0.00520963 0.00470921 0.00715812 0.00446696 0.00466667 0.00539255 0.0053217 0.00536797 0.00355481
internal_weight=0 2756 569 539 365 54 311 261 92 346 324 50 302 65 169 2187 278 52 144 119 93 1909 511 46 465 428 1398 1350 1328 226
internal_count=3121 2756 569 539 365 54 311 261 92 346 324 50 302 65 169 2187 278 52 144 119 93 1909 511 46 465 428 1398 1350 1328 226
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=31
num_cat=0
split_feature=1 3 39 9 44 3 15 2 0 15 4 2 1429 1427 129 2 0 2 43 133 51 12 48 1204 43 1213 43 4 3 43
split_gain=0.217833 0.0351767 0.0315368 0.0297762 0.0289402 0.032113 0.0292926 0.0295841 0.0270302 0.046819 0.0254123 0.0208476 0.031194 0.0241262 0.0223814 0.0210882 0.0174682 0.0172978 0.022637 0.0207623 0.0179784 0.0168575 0.0161259 0.0161898 0.0170347 0.022217 0.0221179 0.0255365 0.0227989 0.0234126
threshold=0.10920500000000001 0.31299000000000005 0.087880000000000014 -1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 -0.23909999999999995 -0.13033999999999998 -0.019414999999999998 -0.018314999999999994 -0.036839999999999991 0.08647500000000001 0.083985000000000018 0.083935000000000023 -0.048309999999999992 0.086825000000000013 -0.17169499999999996 0.14445500000000003 0.084740000000000024 -0.006494999999999999 -0.021449999999999997 0.094070000000000015 0.097500000000000017 -0.082759999999999986 0.064745000000000011 0.12428000000000002 0.097930000000000017 -0.068329999999999988 -0.069009999999999974 0.31463000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 5 6 -5 -8 9 -7 -2 12 16 14 -13 -16 -9 18 19 -12 21 -21 23 -17 25 -25 -26 -28 29 -29
right_child=1 -3 -4 4 -6 8 7 11 -10 -11 17 13 -14 -15 15 22 -18 -19 -20 20 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0013056082259087515 0.0053305853920173835 0.00068566982551138828 0.0015144511809408777 0.00068547933828085657 0.0076717810541075395 0.0041041539225261658 0.0013534640612337611 0.007950553270056844 0.0052759170311037461 -0.0024198571513724433 0.00051428705496205519 0.0012474342678615359 0.0017511017899960281 0.0077728592045605187 0.0016593165085490406 0.0070606674671580549 0.0049631450666752499 0.00024280378762025226 0.0063316969224251817 0.0067686440686330861 0.0024486410069382855 0.003302815795339282 0.0032408813619368045 0.0045160973227494853 0.0010436808701100139 0.007533303905278445 0.0061331801888782804 0.0037436204496771098 0.0044276058926760896 -0.0010950369473721367
leaf_weight=30 50 114 156 20 28 22 29 20 20 22 33 24 30 20 29 24 917 23 20 23 99 36 113 1025 30 25 41 20 58 20
leaf_count=30 50 114 156 20 28 22 29 20 20 22 33 24 30 20 29 24 917 23 20 23 99 36 113 1025 30 25 41 20 58 20
internal_value=0 0.00225115 0.00265675 0.0044376 0.00447464 0.00443896 0.00449684 0.00452827 0.0022277 0.000842148 0.00328421 0.0045667 0.00492528 0.00432405 0.0042751 0.00432756 0.00502691 0.00284695 0.00313081 0.00279564 0.00327212 0.0046539 0.00438463 0.0044886 0.00443796 0.00458794 0.00350618 0.00403765 0.00316095 0.00132429
internal_weight=0 554 440 2567 2537 2509 2445 2425 64 44 284 2396 967 1429 1409 1385 937 234 211 191 158 59 1356 1243 1219 1050 169 139 98 40
internal_count=3121 554 440 2567 2537 2509 2445 2425 64 44 284 2396 967 1429 1409 1385 937 234 211 191 158 59 1356 1243 1219 1050 169 139 98 40
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=31
num_cat=0
split_feature=1 12 483 1375 43 3 3 10 0 34 402 124 2 48 10 0 52 97 39 151 0 160 159 42 2 2 3 11 0 0
split_gain=0.178573 0.0473206 0.0352225 0.0270561 0.0276505 0.0257444 0.0245477 0.0231065 0.0238108 0.0206489 0.0199838 0.0217828 0.0205363 0.0193111 0.0250843 0.0244405 0.0231579 0.0167999 0.0159378 0.0155111 0.015107 0.0212777 0.0406596 0.0501833 0.0163098 0.0238488 0.0194857 0.0165412 0.0148185 0.0182151
threshold=0.11829500000000003 0.078300000000000008 -0.070084999999999981 -0.27302499999999996 -0.078139999999999973 0.11924500000000002 -0.13309499999999996 -0.079859999999999987 -0.052984999999999997 -0.038779999999999995 0.09277500000000001 0.0049200000000000008 0.13404500000000005 0.083685000000000009 -1.0000000180025095e-35 -0.10224499999999999 -0.085984999999999992 -0.079444999999999988 0.08456000000000001 -0.033849999999999991 -0.076579999999999995 -0.063384999999999983 -0.087844999999999993 0.085465000000000013 0.10559 0.11389000000000002 -0.049509999999999992 0.08326500000000002 -0.074824999999999989 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 13 6 -6 8 -2 17 11 12 19 14 -5 -16 -15 -9 -17 -11 24 22 -22 -24 26 -26 27 -3 -14 -30
right_child=7 20 3 4 5 -7 -8 9 -10 10 -12 -13 28 16 15 18 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0068567169975722216 0.0013316989848108003 0.0042671966703074094 -0.00041430714418706684 -0.0020933761994820091 0.0011818772223445454 0.0017790918165701442 0.0042975700254751894 0.0016740944339593018 -0.0029757218418775926 0.0012401905066023271 -0.00081196215003728864 -0.00060620048371631471 0.00064545170295917038 0.0061127562902402142 -0.0010171129414811731 0.0048274153556961286 0.0021835610365572695 -0.0022501812990230975 0.0012136385735610257 0.0042462395532601614 0.0046046560169955677 0.0039619459882968789 0.0039366458299691263 -0.0023182254694081076 0.00075777752114640138 0.0048645760414029399 0.0073789648445589211 0.006764728744962702 0.0052719923437550848 0.0015261627604024183
leaf_weight=24 33 1486 23 20 28 64 261 24 21 21 20 21 56 20 20 26 60 20 23 94 43 501 23 29 31 26 21 27 21 34
leaf_count=24 33 1486 23 20 28 64 261 24 21 21 20 21 56 20 20 26 60 20 23 94 43 501 23 29 31 26 21 27 21 34
internal_value=0 0.00391982 0.00310745 0.00294234 0.00309024 0.00359382 0.0039957 0.00156602 -0.000343409 0.00189756 0.00222834 0.00247452 0.00276078 0.00203838 0.00102491 0.00192876 0.00316586 -0.000109667 0.00313115 0.00369731 0.00413118 0.00370176 0.00232963 0.000448352 0.00429204 0.00263105 0.00435376 0.00431177 0.00179051 0.00295639
internal_weight=0 2756 569 545 522 353 289 365 54 311 267 247 226 169 89 69 80 44 49 115 2187 596 95 52 1591 57 1534 1513 111 55
internal_count=3121 2756 569 545 522 353 289 365 54 311 267 247 226 169 89 69 80 44 49 115 2187 596 95 52 1591 57 1534 1513 111 55
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=31
num_cat=0
split_feature=4 2 3 2 149 9 44 1 457 0 48 151 42 47 484 1420 16 51 52 456 12 15 42 0 12 10 1429 133 457 1429
split_gain=0.146901 0.0454073 0.0378015 0.0271157 0.0244 0.0225284 0.026 0.021157 0.0463266 0.0272094 0.0295495 0.0193179 0.0190343 0.0199415 0.0197967 0.015881 0.019332 0.0282229 0.0238812 0.0276072 0.0213951 0.0202135 0.0201761 0.0193393 0.0216219 0.0154716 0.0138817 0.053786 0.0210031 0.0201041
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.07770500000000001 -1.0000000180025095e-35 0.081805000000000017 0.089770000000000016 0.049680000000000009 -0.14454499999999995 0.091690000000000008 -0.086654999999999982 0.12181500000000002 0.11227500000000001 -0.020124999999999994 -0.069964999999999986 0.23311500000000004 -1.0000000180025095e-35 -0.19683499999999995 0.086895000000000014 0.13597000000000004 -0.077219999999999983 0.087995000000000004 -0.043914999999999989 0.10227500000000002 -0.0087699999999999983 0.084770000000000012 0.085265000000000021 -0.094424999999999995 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 25 7 15 9 10 -9 -10 13 14 -11 -7 18 21 19 -17 26 -18 -19 24 -23 -1 28 -28 -20 -30
right_child=3 -3 -4 -5 -6 6 -8 8 11 12 -12 -13 -14 -15 -16 16 17 22 20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0029976221880393238 0.0013402080584497852 -0.00016255101443014364 0.0011864301554074842 -0.0018888061943774421 0.004532784397339968 0.0054242904642486447 0.0062631718728593305 -0.00047824566392912806 -0.00094898152994133094 0.0061208132703498902 0.0042927321555214894 0.0021683105863630771 0.00080547266248190267 0.0023558707867639989 0.0038542094362770695 0.0073276975052431227 0.0062181874137857696 -0.0013514283758316501 0.0011821543444446954 0.0027773756301030517 0.0011336280552980802 0.0030816853517291153 0.0027077784060966226 0.0051647415052866567 -0.00066506303148344164 -0.00064398974820505832 -0.00088098182820650791 0.0045735838863644558 0.0038995823903238951 0.0068174297707931444
leaf_weight=28 302 33 65 24 26 58 38 34 33 43 21 50 22 79 371 40 23 24 28 20 30 67 25 30 20 20 29 48 1466 24
leaf_count=28 302 33 65 24 26 58 38 34 33 43 21 50 22 79 371 40 23 24 28 20 30 67 25 30 20 20 29 48 1466 24
internal_value=0 0.0035247 0.00356917 0.00135586 0.00159328 0.00362716 0.00366644 0.00362827 0.00313618 0.00345759 0.0013434 0.000928905 0.00368338 0.00381181 0.00408963 0.00379459 0.00374416 0.00278514 0.00385172 0.00581092 0.00377938 0.00350809 0.000719595 0.00297533 0.00222036 0.00148028 0.00382915 0.00251927 0.00389559 0.00394658
internal_weight=0 2769 2736 352 328 2671 2623 2585 653 570 55 83 515 493 414 1932 1874 189 1685 60 1625 140 49 117 87 48 1595 77 1518 1490
internal_count=3121 2769 2736 352 328 2671 2623 2585 653 570 55 83 515 493 414 1932 1874 189 1685 60 1625 140 49 117 87 48 1595 77 1518 1490
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=31
num_cat=0
split_feature=1 2 1 16 457 16 1 14 11 51 150 49 3 16 42 47 3 43 43 43 49 14 156 40 12 16 15 50 1452 160
split_gain=0.120212 0.032278 0.0286257 0.0289761 0.0235103 0.0251782 0.0185139 0.0172871 0.0189809 0.0170121 0.0178852 0.0188322 0.0221943 0.0172508 0.026294 0.0163936 0.0158031 0.0157759 0.0220349 0.0163055 0.0153314 0.014811 0.0146183 0.0145645 0.0145399 0.0227171 0.0411912 0.023535 0.0197988 0.0194407
threshold=0.11866500000000001 0.15609500000000001 0.093890000000000015 0.5136400000000001 0.079590000000000008 -0.0094449999999999968 0.16773500000000005 0.062655000000000016 0.079300000000000009 -0.11063499999999998 0.091355000000000006 -0.0072499999999999986 -0.014944999999999998 -0.046599999999999996 0.095885000000000012 0.085505000000000012 0.11296500000000002 -0.14386499999999997 -0.15879999999999997 -0.24021999999999996 -0.050619999999999991 -0.10708499999999999 0.3248100000000001 -0.07334499999999998 0.090285000000000018 -0.040964999999999994 -0.07490999999999999 0.11690000000000002 0.087755000000000014 -0.11201999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 9 20 15 8 16 -4 11 12 -11 23 21 -2 17 18 19 -1 -6 -15 -5 -13 28 27 -27 29 -19 -26
right_child=6 -3 3 22 5 -7 -8 -9 -10 10 -12 13 -14 14 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0043175679428098411 0.000940040795261587 -0.00064177967459810056 0.0049118032058080045 0.0049667085608502137 0.00067849112925945192 -0.0021044992238537156 -0.0015315025093276865 0.004780450796811022 0.0011318229106016076 0.0065704017246607698 0.00043741545756347482 0.00055352631634810856 0.0025045743416834236 0.0029633728643169719 0.0039040480902644268 0.0024790935405671734 0.00075273432050143249 0.003438334018587712 0.0067978888330981133 0.0013078195360404525 0.0038205481680051892 -5.0225053577727129e-05 0.0018911755480803549 0.0033676958922532738 0.006330151501111686 0.0045963531935756859 0.0014976941437747043 0.00092375113296189475 0.0057008665497414769 0.0034387666553429503
leaf_weight=99 230 22 30 68 44 22 23 84 39 25 40 21 29 21 33 99 23 1169 30 22 24 73 20 148 25 55 195 35 40 333
leaf_count=99 230 22 30 68 44 22 23 84 39 25 40 21 29 21 33 99 23 1169 30 22 24 73 20 148 25 55 195 35 40 333
internal_value=0 0.00317336 0.00320391 0.00259196 0.00230281 0.000836086 0.00121141 0.0033742 0.00331699 0.00261711 0.00244059 0.00266952 0.0043869 0.00235622 0.00147557 0.00140316 0.00335906 0.00338899 0.00437184 0.00377034 0.00178745 0.000623026 0.00426772 0.00301801 0.00330885 0.00292464 0.0021794 0.00339871 0.00351319 0.00364068
internal_weight=0 2769 2747 598 510 90 352 2149 2065 420 390 350 54 296 127 329 2026 2003 151 121 68 94 88 169 1852 643 250 393 1209 358
internal_count=3121 2769 2747 598 510 90 352 2149 2065 420 390 350 54 296 127 329 2026 2003 151 121 68 94 88 169 1852 643 250 393 1209 358
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=31
num_cat=0
split_feature=4 3 2 149 10 44 106 157 51 482 15 147 14 0 3 130 3 43 51 15 1454 484 457 159 159 13 12 43 160 133
split_gain=0.101666 0.0314757 0.0273363 0.0217129 0.0215465 0.0164329 0.0190419 0.0153511 0.0240596 0.0143804 0.0139056 0.0210752 0.021234 0.0305565 0.0584113 0.0250703 0.0200304 0.0193265 0.0177091 0.0210348 0.0153982 0.0200927 0.0153426 0.0144469 0.0158109 0.0150229 0.0199246 0.0176269 0.0157666 0.0167946
threshold=0.27287000000000006 0.20828500000000003 0.17025000000000004 0.07770500000000001 -0.079859999999999987 0.081805000000000017 0.086340000000000014 -0.50331999999999988 0.22234000000000001 0.11816500000000001 0.083195000000000005 0.092070000000000013 0.080160000000000023 -0.13027499999999997 -0.079594999999999985 -0.054004999999999991 -0.15447499999999995 -0.51144999999999985 -0.043349999999999993 -0.077219999999999983 0.098995000000000014 0.079595000000000013 0.096470000000000014 0.11484000000000001 1.0000000180025095e-35 0.0036400000000000004 0.093535000000000021 -0.14035499999999998 0.0030550000000000004 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 -1 9 10 11 12 13 14 -9 -15 -12 -17 -16 -20 21 23 -19 24 25 27 -27 -18 29 -29
right_child=3 -3 -4 -5 -6 -7 -8 8 -10 -11 16 -13 -14 15 18 17 20 22 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0051532119970708612 -0.0013792731876795493 0.00083969856371792656 -0.00051614469342419638 0.0037277511836561771 0.0011268728164872013 0.0049085948057403413 0.00016813122481107714 -0.0033852930836887523 0.00041695415397713847 0.0049089892067304642 0.0058359297549551619 -0.00042503748222121176 0.0055977207142859703 0.0054793545219581578 -0.00034122344450620212 -0.00013552437197755684 0.0058251735091639258 0.0027890155719338542 0.0019741861178274979 0.0053266735696524854 0.00037758045364171271 0.0055338608234056404 0.0048062349950226072 0.00072243912518024449 0.0055430491485081064 0.00070025644003691382 0.0030698946818332883 0.003572077258926035 0.0012941402133687266 0.0024563898073216048
leaf_weight=31 39 75 23 28 285 42 25 22 38 37 28 21 26 36 23 22 26 1135 85 24 20 35 39 25 27 57 94 530 42 181
leaf_count=31 39 75 23 28 285 42 25 22 38 37 28 21 26 36 23 22 26 1135 85 24 20 35 39 25 27 57 94 530 42 181
internal_value=0 0.00286037 0.00291662 0.00105609 0.000825207 0.00294618 0.00291483 0.0029412 0.00291455 0.00295199 0.002923 0.0027196 0.00276637 0.00271326 0.0013852 0.00287926 0.00319668 0.002801 0.00218029 0.00271235 0.00312542 0.00317946 0.00285603 0.00309554 0.00315754 0.00308828 0.0021754 0.00326523 0.00317684 0.00328806
internal_weight=0 2769 2694 352 324 2671 2629 2604 2573 2535 2498 1433 1412 1386 154 1232 1065 1196 132 109 1037 1017 1174 982 957 930 151 779 753 711
internal_count=3121 2769 2694 352 324 2671 2629 2604 2573 2535 2498 1433 1412 1386 154 1232 1065 1196 132 109 1037 1017 1174 982 957 930 151 779 753 711
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 43 3 1 48 16 4 16 2 1 10 2 10 4 43 1 16 2 156 457 484 484 2 484 51 1456
split_gain=0.0834405 0.0229003 0.025599 0.0241854 0.0239536 0.0181917 0.0202037 0.0156314 0.0151772 0.0172572 0.0148149 0.0180395 0.0141037 0.0140506 0.0121804 0.0144771 0.0219928 0.0138949 0.0118715 0.0111688 0.0241652 0.0147422 0.012428 0.0108333 0.0116843 0.0272129 0.0277111 0.020262 0.0158902 0.013596
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.081185000000000021 -0.078139999999999973 0.12178000000000001 0.10984500000000001 -0.024949999999999996 -0.16075999999999999 1.0000000180025095e-35 -0.36241499999999999 -0.080614999999999978 0.16773500000000005 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.51164000000000009 -0.03898999999999999 0.09697500000000002 0.052820000000000013 0.093175000000000022 0.090500000000000011 0.096470000000000014 0.087020000000000014 0.062030000000000009 0.086825000000000013 0.091880000000000003 -0.025879999999999997 0.092265000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 8 -8 -7 -10 -5 -12 -3 14 15 16 -2 -16 -18 21 -21 22 -11 24 25 29 -27 -26 -29 -14
right_child=13 12 -4 4 -6 6 7 -9 9 19 11 -13 23 -15 17 -17 18 -19 -20 20 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0010177024336450774 0.00033295121065748392 0.0048364472335144402 -0.0010513201570854737 0.0018950760975089257 0.0052546860614361675 0.0011178771701240698 -0.001279038055376573 0.0021043412199813045 0.0047009715394649119 0.0044919966542358069 0.001881872955841986 -0.0020088947351233895 0.0027174876790961346 -0.0014874404584786492 -0.0024161293846555057 0.00082373011079896761 0.00212780156714591 0.0011878615311023012 0.0051215978509356287 -0.00034303480093630272 0.003883551057030369 0.0018101653824067817 0.0017436604126400892 0.0042596944174621001 0.0058185947934786481 -0.0017536135872692933 0.0021484198008763018 0.00034312992007471625 0.003403176662634776 0.00126691591969792
leaf_weight=23 32 31 26 105 26 43 22 36 56 76 22 26 1815 23 20 183 26 23 27 31 24 52 21 43 30 28 52 20 112 67
leaf_count=23 32 31 26 105 26 43 22 36 56 76 22 26 1815 23 20 183 26 23 27 31 24 52 21 43 30 28 52 20 112 67
internal_value=0 0.00257018 0.00201644 0.00215811 0.00229338 0.00214358 0.00253088 0.00082099 0.00285819 0.00314601 0.00122976 -0.000225626 0.00271857 0.000897575 0.00107396 0.00132464 0.00240306 -0.000488413 0.00365294 0.00271916 0.00150129 0.00316871 0.003897 0.00268827 0.00265646 0.00258906 0.000782708 0.00347269 0.00293953 0.00266585
internal_weight=0 2787 589 563 540 514 361 58 303 260 153 48 2198 334 311 268 85 43 53 204 55 149 97 2167 2124 1962 80 162 132 1882
internal_count=3121 2787 589 563 540 514 361 58 303 260 153 48 2198 334 311 268 85 43 53 204 55 149 97 2167 2124 1962 80 162 132 1882
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=31
num_cat=0
split_feature=4 3 2 52 159 15 49 10 0 16 3 106 42 1208 1455 1213 1212 4 1213 3 0 1212 16 15 0 15 1 52 484 474
split_gain=0.0703482 0.0231917 0.0197719 0.0191029 0.0186117 0.0171801 0.0182323 0.0154923 0.0148296 0.0189125 0.0160153 0.0141019 0.0137788 0.0172122 0.0161846 0.0161125 0.0189671 0.0259381 0.0160875 0.0218669 0.0334069 0.0151608 0.0397222 0.0166484 0.0236707 0.0298359 0.0169935 0.0149352 0.0262345 0.0312184
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.10620500000000001 -0.15914499999999995 0.089420000000000013 -0.074314999999999978 -0.010949999999999998 -0.54928499999999991 0.31370500000000007 0.086340000000000014 0.11387000000000001 0.099975000000000008 0.11922500000000001 0.12389500000000002 0.098205000000000015 -0.077999999999999986 -0.0043299999999999996 -0.081924999999999984 -0.071719999999999992 0.090080000000000007 -0.021269999999999997 0.083195000000000005 -0.13027499999999997 -0.015039999999999998 0.085475000000000009 -0.087769999999999987 -0.077099999999999988 0.081755000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 -1 -2 9 -9 -11 12 14 18 15 21 -17 -18 -14 -20 -21 23 -23 24 25 26 -7 -26 29 -29
right_child=3 -3 -4 4 -6 11 -8 8 -10 10 -12 -13 13 -15 -16 16 17 -19 19 20 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0057367988186137336 -0.0016533836388149328 0.00057306206156818626 -0.00053949127500147929 0.0028294255078734854 -2.9255545086925849e-05 0.0042831311063112124 0.0026941467817744491 0.0029201853156943496 0.0021332615059228579 0.00030944519199288658 -0.0025322662656316938 -4.7266669571399691e-06 0.0029224451610288171 0.0034877517952810267 0.0052805998991243544 0.0021207045305159113 0.0075132472374800433 0.0028600070495158436 0.0025362103443411698 -0.0033700721114515685 0.0010200551906914021 0.0021194873800587767 -0.0024396503283439772 0.002813957492955418 0.002817036317129503 -0.0014080243367651428 0.0012627844964819297 0.0025608357676639784 0.0017538570086727265 0.0061678963612989881
leaf_weight=31 31 73 23 79 32 23 54 24 57 144 23 25 36 37 20 39 23 25 36 26 52 113 23 754 471 37 98 139 544 29
leaf_count=31 31 73 23 79 32 23 54 24 57 144 23 25 36 37 20 39 23 25 36 26 52 113 23 754 471 37 98 139 544 29
internal_value=0 0.00233148 0.00237977 0.000895723 0.0020053 0.00240525 0.00380382 0.000454278 0.000717735 0.000295301 -8.19282e-05 0.00235863 0.00238203 0.00155604 0.0024481 0.00242366 0.00375876 0.00508968 0.00107955 0.000497584 -0.000443321 0.0023716 0.00134846 0.00243801 0.00222663 0.00107701 0.0018369 0.00238018 0.00209118 0.00318348
internal_weight=0 2731 2658 390 111 2635 85 279 248 191 167 2550 2525 187 2338 2318 87 48 150 114 78 2231 136 2095 1341 158 121 1183 712 168
internal_count=3121 2731 2658 390 111 2635 85 279 248 191 167 2550 2525 187 2338 2318 87 48 150 114 78 2231 136 2095 1341 158 121 1183 712 168
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 47 4 2 2 4 52 2 14 0 47 1 2 49 13 15 131 12 15 41 43 159
split_gain=10.5296 1.70345 0.93838 0.819253 0.579795 0.561226 0.492396 0.407696 0.313226 0.306024 0.243675 0.22468 0.19726 0.140182 0.130409 0.12669 0.0913998 0.0865919 0.0802414 0.0786205 0.0759102 0.071485 0.0689206 0.0656536 0.0564772 0.0561577 0.049555 0.0691368 0.0744569 0.0659553
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.14838000000000004 0.27834500000000006 -0.56176499999999996 0.094835000000000017 0.097795000000000007 -0.23051499999999997 0.078345000000000012 0.091195000000000012 0.11510000000000002 0.088340000000000016 -1.0000000180025095e-35 -0.081924999999999984 0.09031500000000002 0.096475000000000019 0.040760000000000005 0.079300000000000009 -0.079584999999999975 0.085240000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 8 18 6 7 11 15 12 25 19 13 -4 -13 -1 -9 -16 -3 -5 -20 -17 -15 -14 -2 -6 27 28 -19 -30
right_child=1 2 9 5 10 -7 -8 16 -10 -11 -12 14 23 22 17 21 -18 26 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00066956994684637427 0.00067301096148325796 0.00031092260008080779 0.00034261395881288306 0.00065632827941715073 0.00063811494272296161 0.00034576093814536637 0.00041113059926298348 0.00080550464406012095 0.00038075287280182576 0.00039450036185123837 0.00035900851845546488 0.00071117987300315971 0.00015897173812974582 0.00018248950311757007 0.00048410376888768903 0.00042745131144020096 0.00065445853068548093 0.00062998928821677398 0.0004932385615493153 0.00061520431391345442 0.00032240233731036091 0.00057328385653115119 0.00029573734144943298 3.4293255765811137e-05 0.00055610379630249309 0.00052527827973024408 0.00062863501006065945 0.00048204946569075773 0.00056451457250110643 0.00063442330254704618
leaf_weight=28 47 184 41 1111 28 26 37 67 66 37 30 45 62 88 23 24 20 190 20 213 20 28 27 22 24 43 253 20 230 67
leaf_count=28 47 184 41 1111 28 26 37 67 66 37 30 45 62 88 23 24 20 190 20 213 20 28 27 22 24 43 253 20 230 67
internal_value=0 0.000346246 0.000312368 0.000623175 0.000383837 0.000632209 0.000635481 0.000639188 0.000480743 0.000228514 0.000507173 0.000633869 0.000202924 0.000244174 0.000608534 0.000563234 0.000770781 0.000602634 0.000328226 0.000649712 0.00040782 0.000505977 0.000209078 0.000126318 0.000633493 0.000569777 0.000606221 0.000595037 0.000599677 0.000580285
internal_weight=0 673 602 2448 325 2302 2276 2239 146 277 101 2152 240 156 828 80 87 783 224 1324 40 52 115 84 71 71 760 507 487 297
internal_count=3121 673 602 2448 325 2302 2276 2239 146 277 101 2152 240 156 828 80 87 783 224 1324 40 52 115 84 71 71 760 507 487 297
is_linear=0
shrinkage=0.00196078


Tree=9543
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 4 1 14 1 132 52 1 4 48 2 34 1 2 106 3 13 16 1 11 1 4
split_gain=7.79889 1.2122 0.750613 0.656148 0.477268 0.433977 0.320287 0.279219 0.208378 0.187392 0.178753 0.174231 0.0990288 0.0941079 0.0881742 0.103806 0.0889977 0.102366 0.0871324 0.0914674 0.0768162 0.0708318 0.0763606 0.091084 0.0688096 0.0676243 0.0618149 0.0563664 0.0558134 0.0536321
threshold=0.10508500000000001 -0.40967499999999996 0.13436000000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.089775000000000008 -0.069389999999999993 0.077845000000000011 0.062655000000000016 0.091450000000000017 0.08696000000000001 -0.56176499999999996 0.089370000000000019 -0.111605 0.092150000000000024 0.13501500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.14122000000000004 0.087690000000000004 0.31299000000000005 -0.07743499999999999 0.11346000000000002 0.16175000000000003 1.0000000180025095e-35 0.11588000000000001 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 13 6 8 28 11 -4 -5 12 -1 21 -10 20 -17 -18 19 -11 24 22 23 -3 -16 -7 -20 -22 -6 -2
right_child=1 2 9 10 7 25 -8 -9 14 18 -12 -13 -14 -15 15 16 17 -19 26 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055020725013479681 0.00055860118801687273 0.00030820727846453329 0.00032449854121156661 0.00049378765454771473 0.00052306590636451379 0.00027398531455799464 0.00030472930231636839 0.00026415561878126827 0.0005936777870899192 0.00010333711877952215 0.00030803350749197724 0.00065175465974509812 0.00050379414967479524 0.00015382659378053706 0.00053231027100004535 0.00050898441789196981 0.0002783055993772688 0.00047190924123778285 0.00011975819199378097 0.00024581239219142065 0.0005235427880988402 0.00016357650670742552 0.00016412818804383277 0.00019614810930023802 0.00049217382900545266 0.00042169321836395696 -1.3982872569970056e-06 0.00065414106242303138 0.0004206330124314278 0.00044052103181290467
leaf_weight=1116 50 180 22 28 39 26 24 37 45 30 69 59 210 30 253 35 21 21 85 41 27 22 20 33 468 22 20 24 43 21
leaf_count=1116 50 180 22 28 39 26 24 37 45 30 69 59 210 30 253 35 21 21 85 41 27 22 20 33 468 22 20 24 43 21
internal_value=0 0.000281362 0.000252783 0.000519693 0.000301254 0.000526213 0.000530059 0.000405551 0.000532432 0.000153883 0.000361653 0.000547496 0.000542857 0.000257706 0.000509095 0.000504612 0.000435961 0.000375107 0.000132556 0.000185612 0.00051146 0.000269927 0.000279969 0.000290846 0.000506258 0.000341685 9.66808e-05 0.000585001 0.000469351 0.000523676
internal_weight=0 673 602 2448 404 2351 2303 119 2279 198 97 1385 1326 285 894 849 77 42 176 71 772 255 233 213 721 48 105 51 82 71
internal_count=3121 673 602 2448 404 2351 2303 119 2279 198 97 1385 1326 285 894 849 77 42 176 71 772 255 233 213 721 48 105 51 82 71
is_linear=0
shrinkage=0.00196078


Tree=9544
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 149 40 4 3 52 0 0 401 4 4 42 12 2 130 13 481 52 4 1213 15 160 480 481 1203 11
split_gain=0.105912 0.0321003 0.0268338 0.0232353 0.0198114 0.0182033 0.0177478 0.0177845 0.0260669 0.0495596 0.0254792 0.024148 0.0257272 0.0789272 0.0260634 0.0213351 0.0229179 0.017469 0.0173808 0.0188255 0.0200039 0.0239343 0.0220483 0.0190683 0.0168314 0.0144108 0.0205971 0.014424 0.014567 0.014988
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 1.0000000180025095e-35 0.07770500000000001 0.0046150000000000002 -0.082249999999999976 0.092670000000000016 -1.0000000180025095e-35 -0.019414999999999998 -0.087084999999999982 0.080190000000000011 -0.08835999999999998 -0.52556499999999995 -1.0000000180025095e-35 0.085195000000000007 0.25063000000000007 0.095135000000000011 -0.085744999999999988 -0.085474999999999982 0.11277500000000001 -0.083249999999999977 0.087530000000000011 0.084370000000000014 -0.54913999999999985 -0.095389999999999989 -0.065229999999999996 0.10749000000000002 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 17 7 11 10 -10 25 15 14 -14 -13 24 -17 -2 19 -16 -21 22 23 -22 -4 -9 -27 -28 29 -29
right_child=5 -3 4 -5 -6 -7 -8 8 9 -11 -12 12 13 -15 18 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0016863566685721956 0.0011332042802172245 0.0009473712771820525 0.0046785696263292008 0.0026916797850625937 0.0052688428819770133 0.0035926545072080835 0.00078365957528791011 0.0049194449295100647 0.0030042029125615954 -0.0029048598662484437 0.00019582038949010895 0.0059988705359550346 -0.0033527671024785378 0.0049395384460998084 0.0011831136378330283 0.0045716481878920355 0.0083791245231404892 -0.0017855139978399329 0.00056240425708339262 0.006501059111377056 0.0031795594130652528 0.00011756303941919691 0.0063963490036817701 0.0060434129778295757 0.001097514022452136 -0.00019096045056357983 0.0040624462571468315 0.0028789587611508368 0.0056370100726780949 0.0051735382912487821
leaf_weight=22 302 75 35 27 41 28 34 40 40 22 32 37 22 24 36 43 25 22 23 22 332 21 26 25 21 20 127 1548 20 29
leaf_count=22 302 75 35 27 41 28 34 40 40 22 32 37 22 24 36 43 25 22 23 22 332 21 26 25 21 20 127 1548 20 29
internal_value=0 0.00298799 0.0030448 0.000726031 0.00308775 0.00114642 0.00305341 0.00308344 0.00292376 0.000907439 0.0029926 0.0035168 0.00324079 0.000973653 0.00344058 0.0047811 0.00597146 0.00093502 0.00324541 0.00337898 0.00356455 0.00340464 0.00358487 0.00338011 0.00333567 0.00304276 0.00299972 0.00303674 0.00295517 0.00292115
internal_weight=0 2769 2694 49 2645 352 2604 2570 1878 62 1816 692 568 46 522 124 68 324 485 462 426 404 383 357 56 1784 1744 1724 1597 1577
internal_count=3121 2769 2694 49 2645 352 2604 2570 1878 62 1816 692 568 46 522 124 68 324 485 462 426 404 383 357 56 1784 1744 1724 1597 1577
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 2 2 1 2 2 150 1 1 2 12 4 11 50 156 1 0 1 47 15 2 2 4
split_gain=15.7649 2.29927 1.44168 1.20878 0.883999 0.758822 0.537998 0.397486 0.364749 0.36158 0.350184 0.314647 0.304974 0.216525 0.207106 0.185628 0.195444 0.169743 0.232986 0.128996 0.117846 0.108674 0.106527 0.112752 0.0951236 0.0902711 0.0854747 0.0785305 0.0736505 0.0732011
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.40945500000000007 0.11474000000000002 0.14122000000000004 0.092845000000000025 0.14285500000000004 -0.090999999999999984 1.0000000180025095e-35 0.16175000000000003 0.089625000000000024 0.090050000000000005 0.091325000000000003 -0.51843499999999987 0.075910000000000019 0.086295000000000011 0.088610000000000008 0.076935000000000017 -0.030209999999999997 0.11829500000000003 0.090100000000000013 -0.033689999999999991 0.092235000000000025 0.088930000000000023 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 25 12 11 24 13 -5 26 -1 22 -9 17 -17 18 -14 -8 -13 27 23 29 -7 -3 -4 -19 -20 -6
right_child=1 2 7 10 9 8 19 14 -10 -11 -12 20 15 -15 -16 16 -18 21 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059520722418332907 0.00079165923576476275 0.00043364672630661233 0.0005779098943362828 0.00073995766386381837 0.00079024808121628881 0.00076133447094065324 0.00087349080104453896 0.00028865755545322101 0.00044366637719612492 0.00055861138110238368 0.0004974153698756804 0.00020932708540800907 0.0010526336486043493 0.0005824695228339973 9.4698234150807068e-05 0.00080054345945058079 0.00063878618016400754 0.00084185556597849245 0.00085269472931727864 0.0010438496748779507 0.00040639381490501701 0.00065825382284089636 0.00082720574131314392 0.00062851110781107289 0.00060416549042451614 0.00054470594137889317 0.00043329889296741625 0.00078062261807222341 0.00081471981990155365 0.00072457623784857167
leaf_weight=22 74 191 30 37 139 57 25 138 24 41 60 28 21 27 25 280 32 142 877 54 20 20 81 28 20 33 33 186 253 123
leaf_count=22 74 191 30 37 139 57 25 138 24 41 60 28 21 27 25 280 32 142 877 54 20 20 81 28 20 33 33 186 253 123
internal_value=0 0.000465586 0.000425303 0.000804437 0.000813288 0.000513628 0.000831506 0.000320538 0.000654726 0.000733939 0.000589932 0.000411038 0.000824678 0.000752 0.000258909 0.000827466 0.000783953 0.000836522 0.000847995 0.000989939 0.000291438 0.000798576 0.000764338 0.000746778 0.000720511 0.000450008 0.000502161 0.000807132 0.000844192 0.000759417
internal_weight=0 673 599 2448 2351 325 1912 274 101 439 97 111 1833 398 163 1811 312 1499 1151 79 48 348 371 290 77 224 63 328 1130 262
internal_count=3121 673 599 2448 2351 325 1912 274 101 439 97 111 1833 398 163 1811 312 1499 1151 79 48 348 371 290 77 224 63 328 1130 262
is_linear=0
shrinkage=0.00196078


Tree=9546
num_leaves=31
num_cat=0
split_feature=1 1 16 0 1456 43 160 3 12 34 2 16 40 15 151 1 159 13 4 14 43 1455 1453 52 16 2 42 2 51 51
split_gain=0.126871 0.03389 0.0290646 0.0163105 0.0162976 0.0159733 0.0211159 0.0158533 0.0253745 0.0174073 0.0171262 0.0156243 0.0164449 0.0167787 0.0152861 0.0206169 0.0150412 0.0143999 0.0137078 0.0136125 0.012432 0.0120292 0.0166132 0.0154723 0.0246234 0.0288787 0.0549144 0.022583 0.0295217 0.0186578
threshold=0.11866500000000001 0.095950000000000021 0.40020000000000006 0.18019500000000002 -1.0000000180025095e-35 0.070450000000000013 -0.080409999999999995 0.30112000000000005 -0.42850999999999995 -0.021334999999999996 0.116525 -0.0094449999999999968 -0.074429999999999982 -0.092334999999999987 -0.033849999999999991 0.10389500000000002 0.097885000000000014 -0.52014499999999986 -0.04890499999999999 0.062655000000000016 -0.0064299999999999991 -0.23681499999999997 -0.095239999999999991 -0.53964499999999982 0.013515000000000001 0.086675000000000016 0.08426500000000002 0.099515000000000006 -0.13782999999999998 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 19 -3 6 20 9 -9 -2 -11 14 -13 -14 15 -8 17 -10 -12 21 -6 -1 -23 -24 29 26 -26 -27 -29 -25
right_child=7 2 -4 -5 5 -7 11 8 16 10 18 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 27 -28 28 -30 -31
leaf_value=0.0052101702630170631 -0.00020731438685638403 0.0044013901724776422 0.0040644747033353129 0.0010227847296566605 0.0025932828322159669 0.0039605928085199218 -0.001280269081083437 0.0024367118939099945 -0.00010367545415647328 0.0032377286502275112 0.0038147531100548807 0.00221849255503912 0.0015498452954406357 -0.0019744455618118605 0.0027856764200338592 0.001992807689178457 0.001232083713208946 -0.0038111429672095585 0.00097822203610912367 0.0047906286730375587 0.0055607689789030704 0.00059118511155247693 0.004887450412130229 0.0036566465192184559 0.0031442333778907215 0.0040002866399143858 -0.0034787609175379788 0.0034297697929258752 0.00044247581581344252 0.0019651772633283949
leaf_weight=40 39 33 113 26 48 41 27 34 20 81 20 32 22 35 111 67 21 22 115 84 20 20 76 1591 31 128 21 77 58 68
leaf_count=40 39 33 113 26 48 41 27 34 20 81 20 32 22 35 111 67 21 22 115 84 20 20 76 1591 31 128 21 77 58 68
internal_value=0 0.00333875 0.00263525 0.00351272 0.00226483 0.00208988 0.001878 0.0013232 0.000235086 0.0017371 0.00208818 0.00151069 0.000404301 -0.000614193 0.00199103 0.00105267 -0.000953094 -0.00204568 0.00139845 0.00354223 0.00346607 0.00349253 0.00345934 0.00348732 0.00343342 0.00262289 0.000469563 0.00304864 0.00214634 0.00358732
internal_weight=0 2769 549 2220 436 403 362 352 97 255 216 294 89 57 205 94 63 42 135 2194 68 2110 2070 2050 1974 315 52 263 135 1659
internal_count=3121 2769 549 2220 436 403 362 352 97 255 216 294 89 57 205 94 63 42 135 2194 68 2110 2070 2050 1974 315 52 263 135 1659
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 1 4 2 15 4 0 15 150 4 0 3 1 47 47 1 0 133 34 4 48 2
split_gain=10.0388 1.59504 0.964384 0.848075 0.525055 0.522271 0.383011 0.285383 0.283254 0.250759 0.237394 0.225829 0.174422 0.174257 0.212024 0.138266 0.137722 0.130283 0.198798 0.194762 0.122081 0.114705 0.101261 0.0972808 0.130962 0.0751969 0.0672773 0.0660598 0.0659211 0.0630321
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.14285500000000004 0.40473500000000007 0.092845000000000025 0.42051500000000003 0.14285500000000004 -0.41396999999999995 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 0.083345000000000016 0.093140000000000014 1.0000000180025095e-35 0.076935000000000017 -0.030209999999999997 0.092845000000000011 -0.038779999999999995 -0.036839999999999991 0.081805000000000017 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 22 6 13 16 -6 -5 11 -4 26 14 15 -1 23 -16 -19 -20 -15 -22 -3 24 25 -7 -12 -2 -11 -24
right_child=1 2 10 9 8 7 -8 -9 -10 28 12 -13 -14 20 17 -17 -18 18 19 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065109134863709545 0.00064557212474299411 0.00029855369721475404 0.00034728934016531988 0.00055107812070947636 0.00055695323160885775 0.0005968455974364248 0.00075889099902478252 0.00039011229694923481 0.00032971120202073868 0.00025392176174814356 0.00011531911589497444 0.00018091683682724965 3.4709763810020863e-05 0.00059428925767335326 0.00077664214936668603 0.00046904044117450523 0.00043059917546933165 0.00063811980060906508 0.00042511206224602475 0.00059766458577960031 0.00036207840157051881 0.00055378228547721127 0.00048478402343450806 0.00063574087786432104 0.00043388840473528403 0.00052714718570356814 0.00022485704378296214 0.00052042418202153989 0.00039179270831393265 0.00033573935917742987
leaf_weight=23 50 180 73 37 71 172 79 39 30 20 29 55 33 108 23 53 27 1301 28 247 20 30 20 81 29 91 84 24 40 24
leaf_count=23 50 180 73 37 71 172 79 39 30 20 29 55 33 108 23 53 27 1301 28 247 20 30 20 81 29 91 84 24 40 24
internal_value=0 0.000333398 0.000299847 0.000603797 0.000372086 0.00061121 0.000625213 0.000550219 0.000489456 0.000424124 0.000214161 0.000275801 0.000160121 0.000619452 0.000625324 0.000524135 0.000565829 0.000630133 0.000627995 0.000580096 0.000557204 0.000477101 0.000319166 0.000575618 0.00055894 0.000572729 0.000196746 0.000604984 0.000345836 0.000403487
internal_weight=0 673 599 2448 325 2351 1912 439 101 97 274 128 146 1833 1675 76 400 1599 1576 275 158 50 224 373 292 263 113 74 60 44
internal_count=3121 673 599 2448 325 2351 1912 439 101 97 274 128 146 1833 1675 76 400 1599 1576 275 158 50 224 373 292 263 113 74 60 44
is_linear=0
shrinkage=0.00196078


Tree=9548
num_leaves=31
num_cat=0
split_feature=1 4 155 4 157 3 12 0 15 0 12 147 0 0 11 51 3 43 52 0 2 160 1 48 13 15 0 4 131 47
split_gain=0.136441 0.0318238 0.0217566 0.0203507 0.0202238 0.0186216 0.0270657 0.019959 0.0312324 0.0245714 0.029209 0.0169804 0.0164649 0.014734 0.017378 0.0279885 0.0177557 0.0609679 0.0359247 0.0150216 0.0256355 0.0159202 0.0253755 0.0162977 0.0147829 0.0143288 0.0173817 0.0136678 0.0135313 0.012951
threshold=0.10337500000000001 0.26790000000000008 0.10158500000000002 0.40124500000000002 -0.09416999999999999 -0.13309499999999996 0.10124000000000001 -0.10474999999999998 -0.41396999999999995 -0.13455999999999999 -0.086254999999999984 0.094075000000000006 -0.082084999999999977 0.22582000000000002 1.0000000180025095e-35 0.10876000000000001 -0.12018999999999998 -0.15323999999999996 -1.0000000180025095e-35 -0.13455999999999999 0.085730000000000015 0.050340000000000003 0.086920000000000011 0.085130000000000025 0.097995000000000013 0.013270000000000002 -0.026509999999999995 0.42642000000000008 0.091295000000000015 0.084210000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 13 -2 -3 7 9 12 10 -7 25 -9 14 16 24 17 -1 -19 20 -18 22 -22 -23 -16 26 29 -12 -14 -6
right_child=1 5 -4 -5 11 6 -8 8 -10 -11 27 -13 28 -15 15 -17 19 18 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0060942420695462955 -0.00077277653559576726 0.002731305627218847 0.0043640787005434041 0.0005702559878541665 0.0019004276290693917 -0.0014034754466265441 -0.002549587961818491 -0.00072954186150033418 -0.0024084054121387105 0.0053666512994095684 0.001449526907448229 -0.00031322988812462429 0.0030977588897157047 0.00092291569802910095 0.0060584712944026778 0.0015507517149671913 0.0053677432505147803 -0.0032353894430257029 0.0026138842028255267 0.0037033744799222024 0.0030032010621983897 0.0048157377023017034 -0.0016986519440251868 0.0017156179664050077 0.003033361235284247 0.0043622978402047671 0.00010348532322778143 0.0045136664111244803 -2.8360042197164152e-05 0.0034302487757214162
leaf_weight=23 20 70 61 22 105 25 21 29 31 20 37 20 45 20 84 22 28 21 21 2025 22 28 24 43 20 44 29 24 20 117
leaf_count=23 20 70 61 22 105 25 21 29 31 20 37 20 45 20 84 22 28 21 21 2025 22 28 24 43 20 44 29 24 20 117
internal_value=0 0.00202672 0.00262706 0.00359774 0.00231076 0.00128842 0.000887619 0.00120009 0.000344117 0.0022095 0.00147527 0.00250654 0.00125186 0.00362571 0.00364861 0.00479123 0.00358419 0.00195563 -0.000310753 0.00363297 0.00264974 0.00199927 0.00055006 0.0029382 0.00547672 0.00269772 0.00240592 0.00265509 0.00213588 0.00270668
internal_weight=0 718 396 2403 335 322 252 231 125 106 86 315 94 2381 2361 126 2235 65 42 2170 145 117 46 71 104 295 251 61 65 222
internal_count=3121 718 396 2403 335 322 252 231 125 106 86 315 94 2381 2361 126 2235 65 42 2170 145 117 46 71 104 295 251 61 65 222
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 2 2 4 1 2 160 3 2 475 131 2 12 1420 4 12 0 150 52 2 49
split_gain=5.18632 0.88847 0.56546 0.407627 0.275043 0.217455 0.159626 0.136248 0.136207 0.118251 0.113095 0.108206 0.0889769 0.08803 0.145791 0.0782115 0.076902 0.0729012 0.0627094 0.0535051 0.079665 0.0525447 0.0519791 0.0480406 0.0536614 0.047468 0.0459405 0.0433715 0.0529901 0.0438278
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.14285500000000004 0.11474000000000002 0.27834500000000006 0.089770000000000016 0.090425000000000019 -0.067824999999999983 -0.010424999999999999 -0.0091949999999999983 -0.066784999999999983 0.082750000000000004 0.31358000000000003 0.087695000000000009 -0.023194999999999997 -0.0070899999999999991 0.10061500000000002 -0.060129999999999996 1.0000000180025095e-35 -0.024714999999999997 0.10584500000000001 0.065470000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 7 10 13 -5 18 12 23 -4 21 17 -14 -17 -15 -7 20 -12 22 -1 -6 -25 -23 -20 -3 -29 -30
right_child=1 2 6 8 11 9 -8 -9 -10 -11 19 -13 15 14 -16 16 -18 -19 26 -21 -22 25 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00055981056454281006 0.00046181860567292557 0.00022459175204689099 0.00026826175517843199 0.00042787091619890473 0.00048433438083196644 0.00048972139147177246 0.00029129979012373122 0.0005502020551893241 0.00027299364870075855 0.0003181618387830084 0.00011545811582599039 0.00025860425830496098 0.00025877399403420858 0.00033620540854841971 0.00028518140069879941 0.00020299158592274134 7.8371465851117229e-05 0.00045620719418226221 0.00042702121052009152 0.00019273706008771471 -2.7739653642307601e-05 0.00046289370456921393 0.0004791759093432373 0.00043605270923352708 0.00031669917894678625 0.00039065169732154968 0.00033649858462450372 0.00034564610081489638 0.00023006727778110184 0.0003303990305904399
leaf_weight=32 76 108 39 34 23 60 37 76 61 39 59 24 23 21 23 32 47 266 343 20 20 637 778 30 28 37 23 33 70 22
leaf_count=32 76 108 39 34 23 60 37 76 61 39 59 24 23 21 23 32 47 266 343 20 20 637 778 30 28 37 23 33 70 22
internal_value=0 0.000261813 0.000237096 0.000454327 0.00029092 0.00045945 0.00017142 0.000468886 0.000328423 0.000421504 0.000152938 0.000374241 0.000188604 0.000465441 0.000435389 0.000158147 0.000128851 0.000447427 0.000430965 0.000102141 7.92055e-05 0.000471718 0.000482361 0.000408504 0.000378434 0.000458928 0.000421333 0.000253372 0.000278238 0.00025406
internal_weight=0 691 615 2430 338 2335 277 1870 95 465 240 105 141 1794 310 102 79 287 426 99 79 1484 810 81 58 674 366 233 125 92
internal_count=3121 691 615 2430 338 2335 277 1870 95 465 240 105 141 1794 310 102 79 287 426 99 79 1484 810 81 58 674 366 233 125 92
is_linear=0
shrinkage=0.00196078


Tree=9550
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 4 4 2 14 1 52 457 43 1 47 0 11 4 16 0 1 50 2 43 16 4
split_gain=9.53642 1.47448 0.952949 0.761958 0.56511 0.446635 0.400132 0.253596 0.247952 0.24345 0.242447 0.209068 0.201795 0.134685 0.126438 0.123231 0.127209 0.11264 0.0993824 0.0790106 0.114072 0.0792918 0.0744668 0.0701372 0.0671576 0.0663314 0.0603979 0.0597068 0.068084 0.0527739
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.42051500000000003 0.14285500000000004 0.062655000000000016 0.16175000000000003 -0.56176499999999996 0.083570000000000019 -0.016814999999999997 0.091450000000000017 1.0000000180025095e-35 0.18019500000000002 1.0000000180025095e-35 0.018150000000000003 -0.45661999999999997 -0.026509999999999995 0.090840000000000018 0.086295000000000011 0.10882500000000002 0.064745000000000011 0.27252000000000004 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 18 6 7 12 -5 -6 11 -4 17 -12 -9 19 -17 -1 -3 20 21 27 -23 -7 -22 -13 -20 28 -16 -2
right_child=1 2 10 8 9 23 -8 14 -10 -11 13 25 -14 -15 15 16 -18 -19 26 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067926600135298043 0.00068476313936944103 0.00034805354563324575 0.00039472867110244337 0.00061105826983471093 0.00060771512774530933 0.00054772658847976287 0.00040549182947846797 0.00073524435880656857 0.00040328492649036366 0.00039704365765347202 0.00023897294035980367 0.0001845383609146798 0.00078867240135714861 8.0883576644255842e-05 0.00066480677526449951 0.00063069955543483926 0.000422145376802022 0.00062980407708081881 0.00053158884393233877 0.0005125416698409062 0.00080005024548839118 0.00066156102069514207 0.00057941774044299396 0.00039729927659461759 0.0006548391241166326 0.00032609221470706603 0.00038569184945397127 0.00059880598933062751 0.00059125691245333486 0.0005676315333885527
leaf_weight=1127 50 180 76 34 71 22 24 45 63 30 121 35 59 25 356 23 22 210 20 20 25 57 166 26 24 20 24 89 56 21
leaf_count=1127 50 180 76 34 71 22 24 45 63 30 121 35 59 25 356 23 22 210 20 20 25 57 166 26 24 20 24 89 56 21
internal_value=0 0.000382873 0.000351354 0.000646419 0.000423376 0.000653445 0.000657347 0.000659999 0.000476113 0.000545139 0.000266852 0.000328092 0.000676449 0.000211903 0.000633992 0.000628555 0.00052874 0.000671497 0.000368473 0.000634219 0.000637367 0.000631171 0.000600414 0.000466245 0.000728926 0.000236012 0.000452009 0.000644861 0.00065481 0.000650119
internal_weight=0 673 602 2448 325 2351 2303 2279 97 101 277 131 1396 146 883 838 45 1337 224 793 773 724 223 48 49 55 44 501 412 71
internal_count=3121 673 602 2448 325 2351 2303 2279 97 101 277 131 1396 146 883 838 45 1337 224 793 773 724 223 48 49 55 44 501 412 71
is_linear=0
shrinkage=0.00196078


Tree=9551
num_leaves=31
num_cat=0
split_feature=1 3 123 2 4 2 14 2 2 457 2 1 1 0 475 50 2 12 4 1 3 13 3 52 4 1 2 150 16 43
split_gain=8.24835 0.910393 0.850401 0.561811 0.511477 0.379003 0.305309 0.263387 0.268297 0.220115 0.251642 0.208759 0.135269 0.123831 0.104274 0.102825 0.0986759 0.0943282 0.117643 0.0939636 0.0833765 0.0750289 0.0702315 0.0698661 0.0909896 0.0689629 0.067725 0.0666347 0.0633325 0.0622496
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.27834500000000006 0.14285500000000004 0.076175000000000007 -1.0000000180025095e-35 0.10803500000000001 0.080930000000000016 0.14122000000000004 0.077845000000000011 0.089625000000000024 -0.10607499999999999 -0.066784999999999983 0.041865000000000006 -0.0091949999999999983 0.087695000000000009 -0.51253999999999988 0.122715 0.086245000000000016 -1.0000000180025095e-35 0.12745000000000004 0.039215000000000007 0.24564500000000003 0.12958500000000003 0.31358000000000003 0.084120000000000014 -0.080509999999999984 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 19 7 12 -3 25 10 14 -4 17 27 -5 26 -15 18 -1 -2 -20 -10 -23 24 -16 -9 -7 -14 -25 -13
right_child=1 5 11 9 -6 15 -8 8 21 -11 -12 29 13 16 23 -17 -18 -19 20 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00076131338436229558 0.0005459883045902383 0.00021173575347997574 0.00055135593642624157 0.00061773233353341569 0.00030234254938345473 0.00016719946849063502 0.00071644867884921519 0.00055449319714530906 0.00026702736992960889 0.00036878874031300501 0.00038587175857940256 0.00038781160280965826 0.00053349814623060736 0.00044920984716489423 0.00052325071534382178 0.00027339389822677587 0.00058019633112665946 0.00058163986547947195 0.00061396562462556704 0.00041633586174455185 0.00052707318054240251 0.00030234648669267715 0.00043261952664517709 0.0006155144035352735 0.00038648769607285715 0.00039540577095513251 4.4245265836650931e-05 0.00038255584598875829 0.00053328769760142901 0.0002661479592203775
leaf_weight=20 83 90 28 67 74 61 77 22 94 34 41 61 23 24 171 26 281 690 751 29 45 41 26 58 21 20 24 22 95 22
leaf_count=20 83 90 28 67 74 61 77 22 94 34 41 61 23 24 171 26 281 690 751 29 45 41 26 58 21 20 24 22 95 22
internal_value=0 0.000315325 0.000572772 0.000580469 0.000428839 0.000263063 0.000595465 0.000300028 0.000339172 0.000520948 0.000532369 0.000404953 0.000590446 0.000555723 0.000546947 0.000165489 0.000569889 0.000598515 0.000612785 0.000512418 0.000609053 0.000302763 0.0003529 0.000533201 0.000508292 0.000478737 0.000132483 0.000459704 0.000564459 0.000355563
internal_weight=0 590 2531 2420 186 404 1933 293 203 487 453 111 1856 350 412 111 305 1506 816 112 796 161 67 345 192 42 85 45 153 83
internal_count=3121 590 2531 2420 186 404 1933 293 203 487 453 111 1856 350 412 111 305 1506 816 112 796 161 67 345 192 42 85 45 153 83
is_linear=0
shrinkage=0.00196078


Tree=9552
num_leaves=31
num_cat=0
split_feature=1 52 105 2 51 52 4 2 454 402 123 14 124 158 1454 52 0 52 42 13 483 51 52 4 52 2 3 3 0 0
split_gain=0.207197 0.0469499 0.0318649 0.0538276 0.0263329 0.0282114 0.0239414 0.0206877 0.0192771 0.0202095 0.0156482 0.0158231 0.0153933 0.0148725 0.0211772 0.0201221 0.0236167 0.016401 0.0142347 0.0141195 0.0194456 0.0247293 0.0238393 0.0194133 0.0170114 0.0270726 0.0156591 0.0258212 0.0187584 0.0243947
threshold=0.10312500000000001 -0.52606999999999993 1.0000000180025095e-35 0.31358000000000003 -0.42247999999999991 0.19022000000000003 0.40124500000000002 0.14122000000000004 -0.037229999999999992 0.089785000000000018 0.12630500000000003 -0.42495999999999995 -0.076779999999999987 0.07968500000000002 0.088250000000000009 -0.0015799999999999998 -0.093039999999999984 0.039215000000000007 -0.0060199999999999993 0.0049450000000000006 0.085765000000000022 0.11144500000000002 0.081010000000000013 -0.10429499999999998 -0.54533999999999982 0.10097500000000002 -0.14847999999999997 -0.10831999999999999 -0.11173999999999999 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 8 7 12 -6 10 11 -10 18 19 15 16 -15 -17 -1 26 21 22 24 -24 -21 -26 -14 -28 29 -29
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 13 14 -16 17 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0047266637942252254 0.0051409138628948879 0.0053257224988192322 0.006294098338112235 -0.0020470566271667072 -0.0010018377535743639 0.0042521672676174111 0.0012593161272393032 0.0023466994466150759 0.0039084020904056162 -0.00026706692879088225 -0.00040625006629852584 0.0022100446069146075 0.0065939724229143147 0.0069909164433468235 0.0024525989632820711 0.0091373284327109228 0.0039747174258541913 0.0060593660942478379 0.0021546086834860036 0.0054457350705678651 0.0069636357296258208 0.00034714297435129994 0.00779367262674939 0.0044491580381290988 0.0033803119819831892 -0.00037867649225518111 0.0011545074316451239 0.0043032378713703818 0.0047789702672721736 0.0010105037518466512
leaf_weight=39 67 30 20 28 20 65 22 41 64 32 20 384 42 37 22 23 87 70 48 26 20 20 21 100 95 24 21 90 1513 30
leaf_count=39 67 30 20 28 20 65 22 41 64 32 20 384 42 37 22 23 87 70 48 26 20 20 21 100 95 24 21 90 1513 30
internal_value=0 0.00261816 0.00236322 0.00224095 0.00243618 0.002288 0.00454296 0.00457346 0.00204247 0.00216425 0.00233049 0.00245267 0.00461267 0.00466334 0.00540894 0.00570866 0.00487471 0.00682058 0.0033076 0.00457433 0.00394911 0.00373831 0.00399328 0.00502961 0.00312849 0.0026222 0.00468713 0.00463871 0.00468352 0.00348005
internal_weight=0 730 663 643 615 585 2391 2369 520 500 468 448 2328 2241 239 217 124 93 87 2002 306 286 266 121 145 119 1696 1654 1633 120
internal_count=3121 730 663 643 615 585 2391 2369 520 500 468 448 2328 2241 239 217 124 93 87 2002 306 286 266 121 145 119 1696 1654 1633 120
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 15 1 2 2 50 1 150 2 1 47 14 1 1 15 1 12 4 1447 16 16 42 3
split_gain=8.90465 1.34941 0.77796 0.645993 0.559322 0.460821 0.323334 0.24881 0.218124 0.168482 0.165798 0.163125 0.137679 0.133215 0.119568 0.113283 0.155286 0.0969374 0.0837389 0.0767026 0.0734653 0.0728879 0.0875942 0.0719882 0.0684535 0.0618147 0.0574676 0.113636 0.0802805 0.0770056
threshold=0.10508500000000001 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 -0.24436499999999997 0.092845000000000025 0.14285500000000004 -0.090999999999999984 0.041865000000000006 0.12958500000000003 1.0000000180025095e-35 0.089775000000000008 0.088975000000000012 0.090100000000000013 -0.46413499999999996 0.11588000000000001 0.091195000000000012 -0.089964999999999976 0.14699000000000004 0.095780000000000018 0.071150000000000005 -0.082869999999999985 0.0057500000000000008 0.083160000000000026 0.086555000000000007 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 7 19 11 13 -5 14 -1 21 18 23 20 25 -10 -3 -6 26 22 -4 -7 -19 -17 29 -28 -29 -13
right_child=1 2 12 9 6 10 -8 -9 17 -11 -12 15 -14 -15 -16 16 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00041066011726862876 0.00056449840639020087 0.00037678664917148907 0.00020927710322417401 0.00051075589892942569 0.00055938669489279894 0.00056175918852749581 0.00028844512281059526 0.00069087147675722757 0.00028717233885361296 0.00034252122969798788 0.00039064917454000627 0.00060394888989547511 0.00026087699768443902 0.00015054493163376261 0.00039858030751834504 0.00064946020576940307 0.00042943599219081782 0.00047434219999202326 0.00022735509533952772 0.00044176082671136226 0.00055647660060729185 2.6594903853742695e-05 7.1411354280900824e-05 0.00050725560708373199 0.00033324894908761304 0.00055882228898642002 0.0004534744859627724 0.00063701299172687451 0.0005076333306500224 0.00048915026844411659
leaf_weight=22 71 21 37 37 39 181 44 79 149 60 39 966 30 67 27 31 35 20 46 47 210 29 34 192 39 433 31 54 28 23
leaf_count=22 71 21 37 37 39 181 44 79 149 60 39 966 30 67 27 31 35 20 46 47 210 29 34 192 39 433 31 54 28 23
internal_value=0 0.000308838 0.000278686 0.000563505 0.000315678 0.000569975 0.000425157 0.000583129 0.000274063 0.000406693 0.000512684 0.000578485 0.000144375 0.000212368 0.000524583 0.000580524 0.000555378 0.000313809 0.000274192 0.000495103 0.000590088 0.000109425 0.000143257 0.000533704 0.000381077 0.000564878 0.000596493 0.000554603 0.000592835 0.000601279
internal_weight=0 673 602 2448 472 2351 130 1912 342 97 439 1833 130 134 400 1811 499 208 67 86 1312 100 71 373 59 464 1102 113 82 989
internal_count=3121 673 602 2448 472 2351 130 1912 342 97 439 1833 130 134 400 1811 499 208 67 86 1312 100 71 373 59 464 1102 113 82 989
is_linear=0
shrinkage=0.00196078


Tree=9554
num_leaves=31
num_cat=0
split_feature=1 4 3 4 0 16 12 47 1 51 13 2 39 48 12 1 3 4 48 147 52 0 49 43 151 151 1375 0 42 4
split_gain=0.207196 0.0313068 0.0307671 0.0292893 0.02402 0.0258865 0.0219173 0.0295855 0.0269612 0.020772 0.0201728 0.0198832 0.0195125 0.0187024 0.016944 0.0186649 0.0162759 0.0230702 0.015925 0.0153873 0.0138696 0.0193248 0.0179511 0.0150703 0.0127407 0.0323165 0.0279017 0.0225815 0.0202819 0.0200101
threshold=0.11146500000000002 0.27834500000000006 0.31299000000000005 -0.010655 -0.033209999999999996 0.023255000000000001 -0.010834999999999999 0.078345000000000012 0.10557500000000002 -0.40274499999999996 -0.15714499999999998 0.13754500000000003 0.088025000000000006 0.11619500000000001 -0.42850999999999995 0.14173500000000003 -0.0025099999999999996 0.41816000000000003 0.10184000000000001 0.093875000000000014 -0.087769999999999987 -0.071924999999999989 0.092560000000000017 -0.027014999999999997 -0.091874999999999984 -0.087699999999999986 -0.13067499999999996 -0.14226499999999997 0.085465000000000013 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 7 8 20 -5 -11 13 -12 18 -4 -16 17 -14 24 -3 23 22 -22 -1 -8 -26 -27 28 -28 -29
right_child=2 19 14 9 -6 -7 11 -9 -10 10 12 -13 16 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.0068600143872849326 0.0083603862859308719 0.0016057222913092887 0.0026138769044979095 0.0045263282893061195 0.001885126911968525 0.0038950053004334004 0.0057600681757321581 0.0067711049690842634 0.00040357058896915991 0.0042728304773845599 0.0023866947541994576 0.002306789957219735 -0.0010531456597770255 0.00718174300688718 0.0010130976912758063 -0.0023118599660228939 -0.00110225653499239 0.0027440697107522284 0.0032384974071892969 0.0048295690817758445 0.0048953050578830343 0.00078839611077424266 0.0013401607936248184 0.003154798705751697 0.0014773305124518548 0.0010895617433230986 0.0052046958060117865 0.0046977754525550225 0.0080392729518387242 0.0036712930437800845
leaf_weight=23 20 57 34 34 28 37 96 24 32 32 140 38 24 28 52 25 37 48 85 20 49 29 20 21 33 22 98 1687 34 214
leaf_count=23 20 57 34 34 28 37 96 24 32 32 140 38 24 28 52 25 37 48 85 20 49 29 20 21 33 22 98 1687 34 214
internal_value=0 0.00442951 0.00222756 0.00263631 0.00428361 0.00546181 0.00448989 0.00347974 0.00302576 0.00219181 0.00190934 0.00457555 0.0016056 0.00461308 0.000754562 -6.6434e-05 0.000602352 0.00147833 0.00458138 0.00244309 0.00361667 0.00295446 0.00386483 0.00509162 0.00463365 0.00458186 0.00463171 0.00467004 0.00593481 0.00458222
internal_weight=0 2610 511 400 85 57 2533 198 174 315 281 2335 249 2297 111 77 109 72 2269 77 142 98 69 44 2184 2088 2055 2033 132 1901
internal_count=3121 2610 511 400 85 57 2533 198 174 315 281 2335 249 2297 111 77 109 72 2269 77 142 98 69 44 2184 2088 2055 2033 132 1901
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 10 4 1 2 2 14 2 0 3 0 15 3 47 159 0 151 1 12 52 13 1 1 158 49
split_gain=8.71558 1.38194 0.843523 0.783847 0.513537 0.416914 0.287761 0.257173 0.252962 0.227134 0.190346 0.146704 0.13465 0.109743 0.104207 0.094321 0.229479 0.0880095 0.086776 0.0773326 0.0731427 0.071842 0.0665041 0.0664521 0.0661477 0.073889 0.0574385 0.0566448 0.054017 0.0506457
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 -0.005834999999999999 0.42051500000000003 0.09253500000000002 0.14285500000000004 0.11474000000000002 0.062655000000000016 -0.090999999999999984 -0.22491999999999998 0.30112000000000005 -0.11173999999999999 -0.10469999999999999 -0.010424999999999999 0.090100000000000013 0.082585000000000006 -0.14454499999999995 -0.088784999999999989 0.14804000000000003 0.10124000000000001 -0.56176499999999996 -0.07743499999999999 0.089770000000000016 0.091195000000000012 0.094245000000000009 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 11 22 14 -5 13 23 12 -1 -7 -8 16 -14 -9 21 24 -18 -3 -4 -6 -15 -26 -27 -17 -21 -10
right_child=1 2 6 8 10 9 7 17 29 -11 -12 -13 15 19 -16 27 20 -19 -20 28 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00044070970746414625 0.00057883547624751873 0.00038787298121107354 0.00015113201934744441 0.00053989395736625382 0.00057640058118841491 0.00043129567082354666 0.00036226230353311777 0.0002776229334690797 0.00038440917570857892 0.00040278788084747687 0.00032479041986459609 0.00069784638598551863 0.00067811479025027327 0.00063256709646407935 0.0002202040486081017 0.00061184721294497827 0.00051977894231982822 0.00015265502802004063 0.00040615863513712789 0.00064291332084621109 0.00037625100988639045 0.00028232815699598868 2.1024837501216853e-05 0.00046386220122392457 0.00058045727124192946 0.0005393449833345005 0.00045601385522957277 0.00057603799708292344 0.00055137560887813812 0.00027139718611745602
leaf_weight=20 76 29 44 34 43 26 75 30 31 39 24 62 32 37 27 1194 43 78 33 68 20 171 23 38 174 348 35 198 39 30
leaf_count=20 76 29 44 34 43 26 75 30 31 39 24 62 32 37 27 1194 43 78 33 68 20 171 23 38 174 348 35 198 39 30
internal_value=0 0.000329396 0.000298571 0.00057896 0.00036431 0.000586063 0.000218355 0.000254052 0.000404368 0.000548566 0.000478162 0.00060437 0.000600525 0.000556386 0.000324659 0.000602674 0.000542897 0.000187368 0.000313003 0.000561025 0.000474215 0.000297632 0.000106468 0.000523605 0.000552285 0.000546952 0.00053173 0.000606754 0.000609549 0.00032883
internal_weight=0 691 615 2430 338 2335 277 210 95 766 105 1569 1507 727 102 1487 95 108 233 701 63 200 67 81 594 557 383 1392 107 61
internal_count=3121 691 615 2430 338 2335 277 210 95 766 105 1569 1507 727 102 1487 95 108 233 701 63 200 67 81 594 557 383 1392 107 61
is_linear=0
shrinkage=0.00196078


Tree=9556
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 12 1 15 159 4 0 14 47 2 0 12 0 4 150 0 4 3 1 3 1 0 43 3 148 52
split_gain=6.58569 0.808068 0.754204 0.576807 0.367068 0.286295 0.244556 0.224409 0.224392 0.186742 0.150363 0.141682 0.13394 0.114 0.10527 0.128861 0.0992097 0.114485 0.0860828 0.0818356 0.111181 0.130502 0.0814576 0.080841 0.113838 0.0852191 0.0550981 0.0633897 0.053387 0.0530857
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.065819999999999976 0.08864000000000001 0.090285000000000018 0.13075500000000004 0.024640000000000006 0.082585000000000006 0.033845000000000007 -0.23194499999999998 0.076175000000000007 0.081320000000000017 0.14285500000000004 -0.097024999999999986 0.13597000000000004 -0.11242999999999999 0.181285 1.0000000180025095e-35 0.11070500000000001 -0.046564999999999988 0.013900000000000001 0.16175000000000003 -0.020429999999999997 0.10089500000000001 -0.093039999999999984 -0.040344999999999992 0.13524500000000003 -0.043434999999999994 -0.52606999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 29 10 11 28 12 13 14 -1 16 23 18 -7 -16 17 -4 26 20 -12 -22 -8 -6 25 -25 -5 -28 -3 -2
right_child=1 6 5 8 7 9 22 -9 -10 -11 19 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00062190448855333792 0.00051672090397996394 0.00015069009792624096 0.00031387147429746151 0.00028915736079216005 0.0002101389626642999 0.00058807094512822199 0.00014390800801304931 0.00054621086525448166 0.00016105099811459172 0.00041452921233262209 0.00054187414933515939 0.00062577391927783955 0.00043351776839560411 0.00018080637487430685 0.00048567621414514242 0.0003425289012637793 0.00051841911627380753 0.00051884679073955923 0.00025543188667330143 0.00034840955464998164 0.0004719861235250445 0.00030991740397115828 2.1381883352410558e-05 0.00033480215587317492 0.00026469568006693718 0.00047814082370186502 0.00046351914564204261 0.00033149530687731253 0.00025642070447280148 0.00041629659752915563
leaf_weight=22 28 22 20 25 27 37 126 21 59 171 51 46 41 24 735 25 1053 22 41 26 72 26 25 52 61 23 29 27 111 73
leaf_count=22 28 22 20 25 27 37 126 21 59 171 51 46 41 24 735 25 1053 22 41 26 72 26 25 52 61 23 29 27 111 73
internal_value=0 0.000252946 0.000482987 0.000322854 0.000407319 0.000498128 0.000177623 0.000353208 0.0002631 0.000473325 0.000469122 0.00051917 0.00033334 0.000304339 0.00048594 0.000480967 0.000514692 0.000421239 0.00032864 0.000449915 0.000467627 0.000428988 0.000123622 0.000308142 0.000327598 0.000378759 0.000365696 0.000399865 0.000238931 0.000444137
internal_weight=0 590 2531 306 422 2109 284 225 205 968 197 1141 204 146 797 760 1095 42 122 175 149 98 151 163 136 75 81 56 133 101
internal_count=3121 590 2531 306 422 2109 284 225 205 968 197 1141 204 146 797 760 1095 42 122 175 149 98 151 163 136 75 81 56 133 101
is_linear=0
shrinkage=0.00196078


Tree=9557
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 2 1 14 2 48 2 4 1 12 1 4 1 0 1 12 16 4 47 13 1 16 16
split_gain=7.77487 1.17641 0.753776 0.625971 0.457846 0.369375 0.235389 0.205574 0.204384 0.194445 0.150626 0.127472 0.111727 0.109064 0.105149 0.0755344 0.0662484 0.0604732 0.0567842 0.0667229 0.071822 0.0648532 0.0930273 0.0547621 0.0529082 0.0516448 0.0451353 0.0414651 0.0337957 0.0337752
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13082500000000002 0.13501500000000002 0.11474000000000002 0.092845000000000025 0.062655000000000016 0.14838000000000004 -0.015314999999999997 -0.090999999999999984 0.40945500000000007 0.087135000000000004 0.085355000000000014 0.11588000000000001 -0.008819999999999998 0.075045000000000014 -0.038659999999999993 0.086920000000000011 0.090285000000000018 0.11346000000000002 0.04735000000000001 0.090100000000000013 -0.0062949999999999994 0.089770000000000016 -0.11118499999999999 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 10 11 12 17 -5 13 14 -7 -1 -4 -15 29 -6 19 20 -14 22 24 -9 -20 -3 -16 -21 -13 -17
right_child=1 2 6 9 8 7 -8 23 -10 -11 -12 28 18 15 26 16 -18 -19 21 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00027416727120478418 0.00039132001265282623 0.00012671748245990383 0.00013996948029496961 0.0003480043659054797 0.00039494290894790551 0.00025798019076533175 0.00019487713529739702 0.0001783791405526671 0.00014011992525470631 0.00016727123537338249 0.00050986247964245773 1.0232501022139752e-06 0.00038906520819419053 0.00042216316277325058 5.1892650380307143e-06 0.00027254543973291231 0.00040070152701647619 0.00028390449892886678 0.00047815809250060539 0.00049153238676590222 0.00030863942486444011 0.00027235980292797488 0.00033785478872995749 0.00031129973923950166 0.00038253788796525922 0.00021072026426265867 9.734616017161165e-05 0.00040722144248827517 -7.7995353462933809e-05 0.00036921814898614437
leaf_weight=22 71 191 45 37 44 32 37 26 24 60 62 46 292 1030 84 24 343 33 32 33 50 32 175 22 73 33 27 70 38 33
leaf_count=22 71 191 45 37 44 32 37 26 24 60 62 46 292 1030 84 24 343 33 32 33 50 32 175 22 73 33 27 70 38 33
internal_value=0 0.00015261 0.000124456 0.000390573 0.000188511 0.000396942 4.93017e-05 0.000363887 0.000298111 0.000236211 0.000415216 2.68588e-05 0.000371466 0.000411175 6.00184e-05 0.000413282 0.000390415 0.000347355 0.000376264 0.000390483 0.000377307 0.000355982 0.000365539 0.000239301 0.000411679 0.000139093 2.76058e-05 0.000434234 -3.47233e-05 0.000328514
internal_weight=0 673 602 2448 325 2351 277 837 101 97 1514 240 789 1452 156 1430 400 77 757 445 342 312 280 48 105 224 111 103 84 57
internal_count=3121 673 602 2448 325 2351 277 837 101 97 1514 240 789 1452 156 1430 400 77 757 445 342 312 280 48 105 224 111 103 84 57
is_linear=0
shrinkage=0.00196078


Tree=9558
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 0 49 4 4 150 1 52 0 156 49 124 1 475 16 3 160 1 1 133
split_gain=5.95502 0.938425 0.476328 0.452198 0.316841 0.307946 0.253755 0.234301 0.225722 0.141246 0.137555 0.121451 0.153995 0.117393 0.112431 0.10112 0.0989043 0.0718188 0.0694088 0.098803 0.0686321 0.059107 0.0556283 0.0537672 0.0509741 0.0503125 0.0656847 0.048935 0.0481211 0.0524345
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 -0.15289999999999995 1.0000000180025095e-35 0.085605000000000014 -0.52606999999999993 -0.079119999999999982 -1.0000000180025095e-35 -0.054984999999999992 -0.081214999999999982 0.16175000000000003 -0.07550999999999998 0.13751500000000003 -0.097174999999999984 -0.077849999999999989 0.12811000000000003 0.13075500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 7 21 11 -8 -4 15 12 16 18 -10 23 -1 -2 -13 -20 -19 -3 -6 -7 -12 26 -21 -16 29 -5
right_child=1 4 9 28 22 10 8 -9 14 -11 24 13 -14 -15 27 -17 -18 20 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052540920903896258 0.00056967618451139246 0.00027705055570764026 0.00051119867099971102 0.00027720160639567595 0.00021377858492771005 0.00058168773096880762 0.00045928497113606682 0.00066486433089208471 0.00045390078761413984 0.00035438126604105504 0.00034731083543472041 0.00057258417717528367 0.00061351077018350296 0.00049672285579482086 0.00031518044270538247 0.00039673909126341253 0.00040885510075597731 0.00037570572471251341 0.00066820764302800886 0.00039829574768839319 0.00050199136902124447 0.00017974366908234823 0.0001017037116905916 0.00051360121469991153 0.00047611610861329913 0.00054730276732193467 0.0005251764068303419 0.00023069750280764153 0.00024949623411825667 0.00039748641228835771
leaf_weight=55 45 48 34 22 90 52 54 79 20 63 27 1158 36 104 131 26 57 21 23 21 78 48 21 313 21 317 62 33 24 38
leaf_count=55 45 48 34 22 90 52 54 79 20 63 27 1158 36 104 131 26 57 21 23 21 78 48 21 313 21 317 62 33 24 38
internal_value=0 0.000335742 0.000544002 0.000438032 0.000283333 0.000549557 0.000313495 0.00056031 0.00034782 0.000409348 0.000502724 0.000555804 0.00050195 0.000560534 0.000315107 0.000514885 0.000466091 0.000504726 0.000564732 0.000543236 0.000475204 0.000228397 0.000192575 0.000523301 0.000403663 0.00053605 0.000493074 0.000298181 0.0003237 0.000353382
internal_weight=0 673 2448 228 445 2351 334 1912 238 97 439 1833 148 1685 184 391 112 144 1581 423 99 96 111 365 48 400 83 164 84 60
internal_count=3121 673 2448 228 445 2351 334 1912 238 97 439 1833 148 1685 184 391 112 144 1581 423 99 96 111 365 48 400 83 164 84 60
is_linear=0
shrinkage=0.00196078


Tree=9559
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 47 2 2 2 4 2 52 1 2 47 14 49 12 160 52 159 4 4 3 159 131
split_gain=4.67741 0.74504 0.488732 0.355225 0.263435 0.25622 0.203317 0.179329 0.167209 0.145266 0.122415 0.116846 0.100647 0.0940947 0.0921135 0.0648746 0.0614867 0.0952 0.0506059 0.0509658 0.0483505 0.0483071 0.0436791 0.0422354 0.0400084 0.0398724 0.0632725 0.0441627 0.0366355 0.0360364
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.089885000000000007 0.11474000000000002 0.14285500000000004 0.42051500000000003 0.094835000000000017 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.090100000000000013 -0.23083499999999998 0.088340000000000016 0.098810000000000023 -0.067824999999999983 0.4002400000000001 -0.46048499999999998 -0.50690499999999983 -0.111605 -0.066704999999999987 0.082585000000000006 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 18 6 7 10 14 12 23 21 13 -4 -1 -12 -17 -18 19 -3 -16 -6 -15 25 -25 -5 -27 -28 -21 -14
right_child=1 2 9 5 11 -7 -8 -9 -10 -11 15 -13 29 22 20 16 17 -19 -20 28 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00046854792084513591 0.00041289832994439887 0.00027863693523729263 0.0002283367513745516 0.00051288130979230202 0.00042398515779687988 0.0001975624066978401 0.00027631377045185589 0.00051065884115207528 0.00024341264473988819 0.00026041512082141603 0.00047469781826361095 0.000223216147986936 6.1681189628160309e-05 0.00019915720494381034 0.00026447322947015754 0.00040163028465760612 0.00023368198143188806 0.0003935697722542249 0.00029226925016344324 0.00021311845272986736 0.00038440866703663224 0.0003281508409787738 9.8461059325766879e-05 0.00042871034691506379 0.00033739265357078955 0.00032797609964292662 0.00043711366298976588 0.00038734988256660546 0.00014925623222124897 0.00015485402000337548
leaf_weight=28 76 33 52 24 39 20 37 86 64 37 43 26 79 22 24 716 22 41 32 117 28 42 67 39 35 22 1128 73 49 20
leaf_count=28 76 33 52 24 39 20 37 86 64 37 43 26 79 22 24 716 22 41 32 117 28 42 67 39 35 22 1128 73 49 20
internal_value=0 0.000229746 0.000207113 0.000412572 0.000257152 0.000418522 0.000420473 0.000422865 0.000318115 0.000146055 0.000419342 0.000337583 0.000128424 0.00016207 0.000377877 0.000400556 0.000396463 0.000337736 0.000219896 0.000208258 0.000329054 0.000374293 0.000123352 0.000431032 0.00038552 0.000433733 0.00043218 0.000434089 0.000194268 8.0504e-05
internal_weight=0 691 615 2430 338 2286 2266 2229 144 277 2143 107 240 141 80 822 779 63 231 199 52 81 89 1321 74 1247 1223 1201 166 99
internal_count=3121 691 615 2430 338 2286 2266 2229 144 277 2143 107 240 141 80 822 779 63 231 199 52 81 89 1321 74 1247 1223 1201 166 99
is_linear=0
shrinkage=0.00196078


Tree=9560
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 2 3 3 13 3 16 4 12 15 132 159 43 52 157 15 1 13 4 4 475 160 484 12 51 16
split_gain=0.34587 0.0707115 0.0434963 0.0321224 0.0308902 0.0290717 0.0271169 0.0211332 0.0240042 0.023099 0.0171075 0.0175606 0.0174863 0.0201941 0.0208256 0.0206103 0.0203386 0.0192426 0.0179881 0.0176731 0.0232662 0.0185736 0.0165766 0.0164658 0.0159333 0.0156697 0.0152675 0.0260705 0.0149072 0.0219386
threshold=0.10337500000000001 -0.40967499999999996 0.12000500000000001 0.40124500000000002 0.092235000000000025 0.10467500000000002 -0.022174999999999997 0.30112000000000005 -0.47860499999999995 0.12745000000000004 -0.45661999999999997 0.038415000000000012 -0.086254999999999984 -0.099734999999999976 0.09678500000000001 0.09599000000000002 -0.081779999999999978 -0.56368999999999991 -0.077384999999999995 0.050935000000000008 0.089770000000000016 -0.080759999999999985 -0.27825499999999997 0.53859500000000016 -0.06562999999999998 -0.082299999999999984 -0.0042999999999999991 0.097575000000000009 -1.0000000180025095e-35 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 -3 9 23 -4 -6 12 -12 -14 15 16 18 -18 -15 20 22 -21 -19 -9 -24 -7 -13 -28 -20 -30
right_child=1 2 7 -5 10 25 -8 8 -10 -11 11 26 13 14 -16 -17 17 19 28 21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0060584059985980846 0.0059405418640088251 0.0061230376319338885 0.0021465409756638112 0.0019656058422035795 0.006861093912721117 0.0053181772967800496 0.002995974897600139 0.00087518053042003887 -0.0010780417881995584 0.0048534383390736041 0.0031542445757622773 0.0057835137961987169 0.0082256488320935107 0.0040564641270422093 0.0030286351253059423 0.0077928199695471009 0.0077663288937638636 0.0072662400268018248 0.0094522199593484405 0.0081464606418233856 0.0016005185498215724 0.0050523775274820271 0.0065231806543167865 0.0044538310263305906 0.0033974924425384002 0.0026358143103752596 0.002575732784596487 0.0056659789721293027 0.0091302165894636099 0.0052294206389215904
leaf_weight=1590 87 75 185 22 64 25 44 36 39 38 32 47 27 23 34 39 23 20 22 23 32 124 21 20 73 169 78 42 21 46
leaf_count=1590 87 75 185 22 64 25 44 36 39 38 32 47 27 23 34 39 23 20 22 23 32 124 21 20 73 169 78 42 21 46
internal_value=0 0.00326792 0.00289943 0.00576921 0.00580436 0.00373629 0.00496681 0.00207572 0.000826731 0.00260781 0.00529369 0.0051557 0.00542409 0.00556166 0.00541809 0.00559205 0.00539152 0.00498112 0.00654942 0.00476249 0.00398319 0.00553649 0.004652 0.00215327 0.00409578 0.00298148 0.00425571 0.00365732 0.00719367 0.00645206
internal_weight=0 718 631 2403 2381 313 119 318 95 223 791 727 560 528 501 467 428 316 112 293 146 147 114 56 94 194 167 120 89 67
internal_count=3121 718 631 2403 2381 313 119 318 95 223 791 727 560 528 501 467 428 316 112 293 146 147 114 56 94 194 167 120 89 67
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 4 14 1 47 2 457 1 43 13 50 0 4 475 1 2 0 2 3 4 16 0 39 156 157 52
split_gain=8.15347 1.01295 0.842678 0.773643 0.610476 0.402272 0.343274 0.256018 0.229904 0.22113 0.24899 0.136131 0.133146 0.145935 0.128152 0.117131 0.110708 0.10217 0.0945448 0.0944874 0.152888 0.0890663 0.0771223 0.0769336 0.0763719 0.0603972 0.0617107 0.060172 0.0552867 0.0607648
threshold=0.10752500000000002 0.13559000000000002 1.0000000180025095e-35 0.085055000000000006 0.10045500000000002 0.40124500000000002 0.076975000000000002 0.09253500000000002 0.13082500000000002 0.13501500000000002 0.080930000000000016 0.089770000000000016 -0.025214999999999998 -0.020934999999999999 0.089465000000000017 -0.22491999999999998 -0.55119499999999988 -0.081364999999999979 0.16540500000000002 0.090425000000000019 -0.076234999999999983 0.092365000000000017 0.10732000000000001 -0.036839999999999991 0.13751500000000003 -0.036484999999999997 0.095070000000000016 0.083310000000000009 -0.23223999999999997 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 6 23 11 -4 18 10 17 16 -2 -14 19 -15 -1 -6 25 20 -13 -18 28 -5 -11 -3 -27 -23 -19 -30
right_child=1 8 7 5 9 -7 -8 -9 -10 24 -12 14 13 15 -16 -17 21 22 -20 -21 -22 27 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00069908711946371825 0.00022038406514713162 0.00012234569294978861 0.00050962032189521829 0.00058693725547121877 0.00059090972764819271 0.00026882184600388558 0.00068831184077886194 0.00030533285444658815 0.00032917428182277877 0.00028524576843910315 0.00033322903999012508 0.00053364349330074052 0.00023854145785423219 0.00026384951238866148 0.00056488600009666802 0.00041885116991018128 0.00056626905918215917 0.00057738786067615367 1.0944478738382327e-05 0.00038138103496259816 0.00039503836831992871 0.00051669855335590451 0.00038379946957656089 0.00047355703735614524 0.00044290733790628605 0.00028662700188649695 0.0001344401085310999 0.00060359033716826888 0.00047020969735921039 0.00052662153430411312
leaf_weight=22 116 95 34 33 50 36 75 77 26 27 34 142 63 29 135 53 1211 35 22 28 39 246 22 76 21 21 20 35 167 131
leaf_count=22 116 95 34 33 50 36 75 77 26 27 34 142 63 29 135 53 1211 35 22 28 39 246 22 76 21 21 20 35 167 131
internal_value=0 0.000279001 0.000534963 0.000333695 0.000542625 0.00044853 0.000558257 0.000367907 0.000158316 0.00048058 0.000494396 0.000553007 0.000269898 0.000309509 0.000517797 0.000364034 0.000561007 0.000507926 0.0001302 0.000487381 0.000503778 0.000558971 0.000496238 0.000507883 0.000354223 0.000149491 0.000212389 0.000527521 0.000503667 0.000495008
internal_weight=0 590 2531 406 2420 145 1933 111 184 487 439 1858 261 145 344 82 1514 405 158 209 181 1492 355 109 48 136 41 281 333 298
internal_count=3121 590 2531 406 2420 145 1933 111 184 487 439 1858 261 145 344 82 1514 405 158 209 181 1492 355 109 48 136 41 281 333 298
is_linear=0
shrinkage=0.00196078


Tree=9562
num_leaves=31
num_cat=0
split_feature=1 4 1 12 2 0 457 150 2 16 1 14 159 42 1 0 0 52 13 3 401 12 1 480 41 39 480 3 43 4
split_gain=0.323872 0.0524745 0.0423556 0.0373599 0.0303226 0.0574529 0.0295616 0.0288724 0.0247217 0.0222151 0.0217353 0.0200755 0.024244 0.0197759 0.0381342 0.0179014 0.0209705 0.017763 0.0174366 0.031086 0.0233011 0.0201194 0.0214201 0.0170019 0.0168436 0.0153907 0.0149982 0.0219678 0.015051 0.0196961
threshold=0.10920500000000001 0.27287000000000006 0.091195000000000012 -0.010834999999999999 0.10644500000000001 0.034820000000000011 0.062030000000000009 0.084680000000000019 0.25063000000000007 -0.5224049999999999 0.10060500000000001 0.062655000000000016 0.13685500000000003 0.089810000000000015 0.092695000000000013 -0.14051499999999997 -0.040504999999999992 -0.23375999999999997 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.10022999999999999 0.13501500000000002 0.10344000000000002 0.081560000000000007 0.084405000000000008 -0.068944999999999992 -0.082484999999999989 -0.51144999999999985 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 25 11 -6 9 15 18 -5 -8 12 23 -11 -15 -2 -17 -18 19 -3 21 -21 -23 24 26 -4 27 -1 -28 -30
right_child=1 8 3 6 5 -7 10 -9 -10 13 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0098659443531439392 0.0016907507101894311 0.0052197960794300724 0.00089358765925191201 0.0022633400346551624 0.0052164816542875723 0.00048368995013678895 0.0051402437331324281 0.0022173462139684626 -0.0012186494190245868 0.0061899412592413697 0.0009058867632928823 0.007391557144146646 0.0091477704145723881 0.00061436263727955532 0.0053681052550490242 0.005409913239616964 0.004991803131997586 0.00096916181602231836 -0.00021139864116516299 0.004574910425435519 -0.0012923164397943766 0.0028140327068707314 0.00026319763718426906 0.0033695790567435328 0.0036904005143840457 0.0036985287488116945 0.0031733889810063622 0.0052867276873439549 0.0073996662608044207 0.0057281141452441651
leaf_weight=22 21 34 26 21 222 29 22 82 24 219 27 80 21 20 108 132 21 23 28 32 20 82 55 30 38 79 22 20 74 1487
leaf_count=22 21 34 26 21 222 29 22 82 24 219 27 80 21 20 108 132 21 23 28 32 20 82 55 30 38 79 22 20 74 1487
internal_value=0 0.00282787 0.0054939 0.00468991 0.00569913 0.00466967 0.00511442 0.0037941 0.00184758 0.00542166 0.00280703 0.00584316 0.00577089 0.00561279 0.00462533 0.00445042 0.0047797 0.00288906 0.00214076 0.0024361 0.00193533 0.0023173 0.00178997 0.005729 0.00577157 0.00300397 0.00582023 0.00768536 0.00577075 0.00580735
internal_weight=0 554 2567 522 2045 251 417 279 275 368 49 1794 1714 347 128 197 176 44 251 223 189 169 137 1693 1663 105 1625 42 1583 1561
internal_count=3121 554 2567 522 2045 251 417 279 275 368 49 1794 1714 347 128 197 176 44 251 223 189 169 137 1693 1663 105 1625 42 1583 1561
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 1 2 47 2 2 34 4 15 12 47 16 475 52 1 2 47 1 4 16 43 2 16
split_gain=5.98667 0.973474 0.627068 0.478692 0.351451 0.343361 0.247974 0.197324 0.168227 0.164735 0.164141 0.151223 0.0988575 0.112481 0.0858116 0.0731443 0.0708387 0.0927028 0.107853 0.0722083 0.0680548 0.070394 0.125508 0.0563918 0.0513652 0.0504593 0.0551413 0.0541381 0.0496555 0.0496025
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.092845000000000025 0.11474000000000002 0.13082500000000002 0.089885000000000007 0.13754500000000003 -1.0000000180025095e-35 0.42051500000000003 -0.45963999999999994 0.051320000000000005 0.077555000000000013 -0.012324999999999997 -0.010194999999999997 -0.56176499999999996 0.089770000000000016 0.097845000000000015 1.0000000180025095e-35 0.11588000000000001 0.0052350000000000009 -0.12029499999999999 0.064745000000000011 0.10882500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 7 11 -5 24 12 16 13 -4 -15 -16 17 18 -1 -20 -13 25 -23 -3 -6 27 -27 -22 -25 -18
right_child=1 2 10 8 9 -7 -8 -9 -10 -11 -12 20 -14 14 15 -17 29 -19 19 -21 21 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0003112102631929553 0.00047404226723279588 0.00023047157430339647 0.00010324955690390388 0.0004347044331967736 0.00047379560775244722 0.00030714067690579668 0.00027643038428638102 0.00056948115814997114 0.00026659717113753544 0.00024942415717253138 0.00028430131507349446 0.00052708563267015937 0.00010215948772493982 0.00030248621592117751 0.00026316425781331814 0.00010790885717957606 0.00049466097683571113 0.0005269185534400358 0.00038238455568388952 0.00054498758970522414 0.00047469312449839336 0.00026649769475275178 0.00044720891579044146 0.00038100343964555687 0.00037146012032591584 0.00046513399309043655 0.00040482427186903035 0.00042166626675375018 0.0002474150359185964 0.00045430230540222718
leaf_weight=31 71 179 45 37 44 48 24 85 60 26 37 45 114 33 20 28 1102 31 21 21 417 22 45 20 33 102 136 90 23 131
leaf_count=31 71 179 45 37 44 48 24 85 60 26 37 45 114 33 20 28 1102 31 21 21 417 22 45 20 33 102 136 90 23 131
internal_value=0 0.000256895 0.000231285 0.000465708 0.000289708 0.000471277 0.000474698 0.000476786 0.000330721 0.000384371 0.000162738 0.000473195 0.000143997 0.000181849 0.000225516 0.000172599 0.000486228 0.000437085 0.000398936 0.000463686 0.000452862 0.000448749 0.000387871 0.000245788 0.000429938 0.000454224 0.000430671 0.00046528 0.000309549 0.000490373
internal_weight=0 673 602 2448 325 2351 2303 2279 97 103 277 2194 240 126 81 48 1337 104 73 42 857 812 67 222 77 745 238 507 43 1233
internal_count=3121 673 602 2448 325 2351 2303 2279 97 103 277 2194 240 126 81 48 1337 104 73 42 857 812 67 222 77 745 238 507 43 1233
is_linear=0
shrinkage=0.00196078


Tree=9564
num_leaves=31
num_cat=0
split_feature=1 52 1 4 2 2 3 1 483 4 133 150 133 160 156 3 0 3 0 16 0 43 13 43 131 158 159 51 1429 51
split_gain=0.298078 0.0655468 0.0372817 0.0272458 0.0272891 0.0248662 0.0242012 0.020102 0.0175321 0.0213279 0.0172028 0.0260737 0.0231185 0.022552 0.0211611 0.0274968 0.0205257 0.0222375 0.018809 0.0277672 0.0175821 0.0166285 0.017986 0.0161036 0.0155342 0.014468 0.0189646 0.0153403 0.0462975 0.0181246
threshold=0.10312500000000001 -0.40967499999999996 0.12000500000000001 0.40124500000000002 0.092235000000000025 0.10276500000000001 -0.022174999999999997 0.16773500000000005 0.098395000000000024 -0.04890499999999999 0.017095000000000003 0.083555000000000004 0.092470000000000011 0.030480000000000004 0.11386000000000002 0.090900000000000009 -0.10836499999999999 -0.11171999999999999 -0.077259999999999981 -0.073404999999999984 -0.08095999999999999 0.28064000000000006 -0.036034999999999991 0.084740000000000024 0.091440000000000007 0.085030000000000008 0.11109000000000001 -0.090529999999999985 0.084690000000000015 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 5 4 25 6 -3 8 9 -4 11 13 -12 14 15 16 -6 -18 20 -20 -19 22 -21 -14 -2 26 27 28 -1 -29
right_child=1 2 7 -5 10 -7 -8 -9 -10 -11 12 -13 23 -15 -16 -17 17 18 19 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0055271920742234219 0.0062690571534247804 0.0056076791114063312 0.0041642305113979289 0.0018456769575343722 0.0070335827875309259 0.0027521969868693897 0.002681299211954783 -0.00093084902581050183 0.0049972056242404512 0.0015834495809382639 0.0064404195267707106 0.0014574665972893989 0.0044775802024989968 0.0061569583766093415 0.0068579745125667809 0.0012608655750227628 0.0018945615116256074 0.0042751115185507968 0.008293692305684091 0.0033829788124421613 0.00093871413892801774 0.0019804326801386198 0.0067622806256016094 0.0070373545816567323 0.0031089499953668564 0.0065410105776882365 0.0025379120327887082 0.0080471196219385165 0.00043636473786571754 0.0055999185011066455
leaf_weight=80 70 79 37 22 26 199 44 23 20 238 135 27 201 81 29 32 39 56 25 28 22 20 36 28 20 154 21 31 23 1275
leaf_count=80 70 79 37 22 26 199 44 23 20 238 135 27 201 81 29 32 39 56 25 28 22 20 36 28 20 154 21 31 23 1275
internal_value=0 0.00303994 0.0026846 0.0053486 0.00538113 0.00344308 0.00456084 0.00191658 0.00213858 0.00193068 0.00489901 0.00446373 0.00540246 0.00466974 0.00428487 0.00402212 0.00437276 0.00406665 0.00451965 0.00536804 0.00333408 0.00449731 0.00528384 0.00479057 0.00556681 0.00562006 0.00552088 0.00556534 0.00439041 0.00565801
internal_weight=0 730 640 2391 2369 322 123 318 295 275 785 421 364 394 313 284 252 226 187 109 78 84 64 229 90 1584 1430 1409 103 1306
internal_count=3121 730 640 2391 2369 322 123 318 295 275 785 421 364 394 313 284 252 226 187 109 78 84 64 229 90 1584 1430 1409 103 1306
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 3 4 3 1 2 52 1 52 1 1 51 48 0 3 11 13 47 12 16 16 42 3
split_gain=6.54978 1.0801 0.695517 0.496806 0.375248 0.347568 0.261097 0.209253 0.171282 0.170043 0.164697 0.157712 0.15337 0.112509 0.0942248 0.0929773 0.0845641 0.0648276 0.123047 0.11585 0.0648499 0.0631543 0.0620777 0.0595703 0.0569646 0.0567914 0.0453516 0.14901 0.0969826 0.0699784
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.062655000000000016 0.31370500000000007 0.40473500000000007 0.076840000000000006 0.092845000000000025 0.089885000000000007 0.048770000000000008 0.13146500000000003 -0.56176499999999996 0.091195000000000012 0.089770000000000016 -0.092264999999999986 0.090225000000000014 0.18019500000000002 -0.012939999999999998 1.0000000180025095e-35 -0.47860499999999995 0.090100000000000013 0.090285000000000018 0.0057500000000000008 0.083160000000000026 0.086555000000000007 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 7 12 10 -6 14 -5 16 23 -4 -14 26 20 -19 -20 25 -16 -9 -10 -3 -17 29 -28 -29 -1
right_child=1 2 8 11 9 -7 -8 22 13 -11 -12 -13 15 -15 21 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00052645435910552232 0.00049664769489485934 0.00024916440519635137 0.00026052021857881719 0.000454737764729407 0.00045842032934117463 0.00031829482064253261 0.0003011278194539687 0.00051597396203992415 0.00010594293884887341 0.00028235223223424815 0.00030273278685761428 0.00029196872856023605 0.00056531099971862664 0.00019425874714073084 0.00017736333777073306 0.00050790998445973939 0.00047693115533719676 0.00054413734040423929 0.00026106752188461823 0.00045580852782852902 0.0003688224003303285 7.5267463712496498e-05 0.00063226908323616761 -2.2700589369325075e-05 0.00033738759550500043 0.00047046762328047228 0.00036591866043626624 0.00057114832715804442 0.00043022929343814945 0.00043956043764309209
leaf_weight=964 74 191 34 37 71 41 25 25 31 30 50 60 45 32 66 225 220 20 23 24 20 36 60 25 33 506 31 57 28 37
leaf_count=964 74 191 34 37 71 41 25 25 31 30 50 60 45 32 66 225 220 20 23 24 20 36 60 25 33 506 31 57 28 37
internal_value=0 0.000273161 0.000245552 0.000491573 0.0003069 0.000497247 0.000500423 0.000502604 0.000172784 0.000406123 0.000206505 0.000354056 0.000498916 0.000101511 0.000171127 0.000478538 0.000512069 0.000473765 0.000415324 0.00036051 0.000478978 0.000141329 0.000598065 4.85128e-05 0.000262162 0.000481992 0.000518989 0.000482288 0.000524728 0.000523242
internal_weight=0 673 599 2448 325 2351 2310 2285 274 101 186 97 2200 88 136 863 1337 818 67 47 751 102 85 56 224 731 1117 116 85 1001
internal_count=3121 673 599 2448 325 2351 2310 2285 274 101 186 97 2200 88 136 863 1337 818 67 47 751 102 85 56 224 731 1117 116 85 1001
is_linear=0
shrinkage=0.00196078


Tree=9566
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 1 12 4 4 0 13 52 2 0 47 4 14 12 2 1 4 15 2 1 47 4 2 1 1 14
split_gain=6.96615 0.910794 0.732463 0.45414 0.36228 0.321597 0.269372 0.201626 0.177263 0.145808 0.143592 0.129778 0.16735 0.147737 0.12609 0.122434 0.121578 0.0935755 0.0838915 0.0782114 0.0705643 0.146982 0.0828667 0.0699778 0.0705224 0.0684091 0.0711828 0.185119 0.0638847 0.0548847
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.13657000000000002 0.091475000000000015 -0.17966999999999997 0.033845000000000007 -0.23194499999999998 -1.0000000180025095e-35 0.08257500000000001 0.10402500000000002 -0.072594999999999979 0.13082500000000002 0.024790000000000003 0.076175000000000007 0.13597000000000004 0.11411 0.096255000000000021 -0.064054999999999987 -0.03241999999999999 0.099185000000000009 0.12337000000000002 0.078345000000000012 -0.50262499999999988 0.088930000000000023 0.07863500000000001 0.16540500000000002 -0.41076499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 10 16 -6 17 -1 23 12 13 19 28 -12 25 -8 -2 -9 22 -22 -11 24 -3 -4 -27 -28 -7 -5
right_child=1 5 6 29 7 14 8 11 -10 20 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00063886433016382646 0.00048230688174184528 0.0002279856197753972 0.00064191446816992193 0.00034416943830268388 0.00052009389124890813 0.00013648353849956424 0.00050771765227245911 0.00046807537740450498 0.00042983093968549974 0.00055784662485931791 0.00042464655494673823 0.00049159681215324501 0.00024701405032458954 0.00025518817085321894 0.00028162946060202477 0.00026719721469118421 0.00063367524555068904 0.00039393729892350917 0.00034219054130873842 0.00034671628112051668 0.00048072898377913312 0.00031230982363267317 0.00040933195209386303 0.0001699554858520712 0.00035458625295137713 0.00053744357554573626 0.00051640878490795113 0.0003290613092243034 1.5925852143589189e-05 0.00022572247396577099
leaf_weight=22 92 87 21 21 31 109 666 49 156 52 29 22 59 29 21 55 46 29 20 35 76 27 20 62 21 910 259 22 20 53
leaf_count=22 92 87 21 21 31 109 666 49 156 52 29 22 59 29 21 55 46 29 20 35 76 27 20 62 21 910 259 22 20 53
internal_value=0 0.000264992 0.000501585 0.000378532 0.000427015 0.000212719 0.000516505 0.000373258 0.000489563 0.000488413 0.000255232 0.000349795 0.000331657 0.000375852 0.00014073 0.000321555 0.000534731 0.00050297 0.000457286 0.000417509 0.0004695 0.00043658 0.000516593 0.000222461 0.000252602 0.000530976 0.00052902 0.000501741 0.000117792 0.000259336
internal_weight=0 590 2531 186 422 404 2109 225 851 197 254 194 172 113 150 84 1258 695 112 84 175 103 72 170 108 1212 1191 281 129 74
internal_count=3121 590 2531 186 422 404 2109 225 851 197 254 194 172 113 150 84 1258 695 112 84 175 103 72 170 108 1212 1191 281 129 74
is_linear=0
shrinkage=0.00196078


Tree=9567
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 2 4 14 15 1 13 47 50 14 0 16 1 47 16 3 0 3 4 1 1
split_gain=10.4675 1.23995 1.07332 0.649571 0.645667 0.507468 0.380141 0.297792 0.278623 0.333682 0.239115 0.234371 0.149069 0.139916 0.121247 0.116838 0.112958 0.102481 0.0980835 0.0928937 0.144369 0.0874432 0.0844648 0.0791745 0.077563 0.0987438 0.0761277 0.0758354 0.0714514 0.0667372
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092845000000000025 0.27834500000000006 0.14753000000000002 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.033845000000000007 0.076175000000000007 0.13592500000000005 0.122715 -1.0000000180025095e-35 0.091680000000000011 0.086295000000000011 0.062655000000000016 -0.11173999999999999 -0.43320999999999993 0.12000500000000001 0.077555000000000013 0.10994000000000002 -0.13927999999999999 -0.066089999999999996 -0.10115999999999999 -0.036839999999999991 0.12408500000000001 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 14 8 12 -5 21 -10 18 13 19 24 27 28 -9 -7 22 20 -4 -3 23 -1 -8 -26 -13 -2 -11 -6
right_child=1 5 6 7 29 17 11 16 9 15 -12 26 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00046037895384094178 0.00057333927625924158 0.00021807426629356699 0.00055474412207509951 0.00052641940861418641 0.00026119388975933485 1.4148672005496314e-05 0.00058895822875910974 0.00028041471195983699 0.000403436105507039 0.00020848629075727735 0.00030595560793154333 0.00032448630560846889 0.00066933989944055559 0.000371156729446551 0.00034728391191080223 0.00027064199104816428 0.00041645203774985109 0.00017147512092967245 0.00064029118872900061 0.00055939887207492043 0.00034909972940144643 7.9865195244479867e-05 0.00059276165986301929 0.00056248870365882932 0.00053264813960280288 0.00047146111867188282 0.00045404874503767199 0.00044997023612183639 0.00010331684721492156 0.00013540596244911878
leaf_weight=126 30 24 35 28 50 78 69 123 42 63 23 20 46 23 29 70 29 20 22 1156 21 66 33 38 474 129 136 53 41 24
leaf_count=126 30 24 35 28 50 78 69 123 42 63 23 20 46 23 29 70 29 20 22 1156 21 66 33 38 474 129 136 53 41 24
internal_value=0 0.000230046 0.000520065 0.000429798 0.000362523 0.000169054 0.000538127 0.000340599 0.000208382 0.000246574 0.000496144 0.000506121 0.000559779 0.000521537 0.000456427 0.00020871 0.000306369 4.62561e-05 0.000516118 0.000555621 0.000477627 0.000116721 0.000502251 0.000484039 0.000526684 0.000519558 0.000437438 0.000494561 0.000167025 0.000220398
internal_weight=0 590 2531 422 186 404 2109 180 306 216 242 851 1258 695 112 174 152 98 219 1212 56 90 197 164 672 603 156 83 104 74
internal_count=3121 590 2531 422 186 404 2109 180 306 216 242 851 1258 695 112 174 152 98 219 1212 56 90 197 164 672 603 156 83 104 74
is_linear=0
shrinkage=0.00196078


Tree=9568
num_leaves=31
num_cat=0
split_feature=1 52 3 52 2 124 42 48 15 14 15 16 14 132 133 1 2 1 52 15 15 12 13 52 51 52 16 12 0 16
split_gain=0.369826 0.0799742 0.0463133 0.033198 0.030658 0.0318053 0.0276382 0.0264178 0.0326351 0.0321214 0.0248024 0.0239194 0.0214011 0.0200353 0.0224219 0.0306077 0.0206142 0.0213162 0.01997 0.0181608 0.0168914 0.0182985 0.0167738 0.0216929 0.0313987 0.0266408 0.0211064 0.0195164 0.0182929 0.0419872
threshold=0.10312500000000001 -0.40967499999999996 0.31299000000000005 0.19022000000000003 0.14285500000000004 -0.076779999999999987 -0.0060199999999999993 0.14174500000000004 -0.24436499999999997 -0.46413499999999996 -0.14809499999999998 -0.42170999999999997 0.062655000000000016 0.078465000000000021 0.087035000000000015 0.10871500000000002 0.11548000000000001 0.11588000000000001 0.0060650000000000009 -0.42198999999999992 0.094035000000000007 0.086095000000000019 0.0049450000000000006 -0.14488499999999996 0.11144500000000002 0.024145000000000003 0.25084500000000004 0.086305000000000007 -0.097024999999999986 -0.0051099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 -1 8 9 -3 -10 -11 22 14 15 -12 17 -17 -4 -13 21 -14 28 26 25 27 -24 -25 29 -7
right_child=1 2 18 -5 -6 12 -8 -9 10 11 13 19 20 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.006129985241568648 0.0061055338456450651 0.0045274466693098116 0.00021474072293384307 0.0054930772816371778 0.0031051441059949305 0.0049302370042579886 0.0026226369139105785 0.00034586620339028097 0.0073311412543989726 0.0026036770352220631 0.0024970060924305489 -0.0025833887537010016 0.01035645685182756 0.0014910409026520535 0.0017872136047420403 0.0083152537967896827 0.0035988950957835187 0.0049363880865627811 0.0030564053061728678 0.0011567649011487596 0.0057932927447836846 0.0065794623659356779 0.009228885305734973 0.0013492905471304602 0.0010423232504399493 0.0061480101571953676 0.0056211734991520644 0.0046951054495626265 0.0061915208376031958 0.0095886372839145001
leaf_weight=39 90 43 79 62 39 246 53 34 20 70 51 20 29 36 36 33 40 43 36 37 33 23 24 22 20 127 50 84 1581 21
leaf_count=39 90 43 79 62 39 246 53 34 20 70 51 20 29 36 36 33 40 43 36 37 33 23 24 22 20 127 50 84 1581 21
internal_value=0 0.00331439 0.00292189 0.00332002 0.00588594 0.00593205 0.00410945 0.00302903 0.00324168 0.00216512 0.00394831 0.00136527 0.00600624 0.00366522 0.00405079 0.00453875 0.00543641 0.00640353 0.00110431 -0.00015557 0.00756287 0.00868586 0.00594541 0.00528523 0.00484473 0.00517112 0.00679124 0.00400069 0.00606223 0.00529663
internal_weight=0 730 640 525 2391 2352 92 463 429 170 259 127 2260 239 203 167 116 76 115 57 85 52 2175 327 253 233 74 106 1848 267
internal_count=3121 730 640 525 2391 2352 92 463 429 170 259 127 2260 239 203 167 116 76 115 57 85 52 2175 327 253 233 74 106 1848 267
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 2 2 1 2 14 2 11 49 50 4 1 15 4 1 12 124 43 12 16 47 12 0 12
split_gain=7.39299 1.17834 0.612636 0.5364 0.440822 0.327733 0.302132 0.277978 0.25447 0.2265 0.21339 0.154033 0.136812 0.1155 0.112899 0.10874 0.0908249 0.0789514 0.0781358 0.0753817 0.113735 0.0799221 0.0700279 0.0679564 0.0646582 0.0988019 0.109194 0.0612556 0.0779884 0.0607644
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.36766000000000004 0.089885000000000007 -1.0000000180025095e-35 0.10613000000000002 0.092845000000000025 0.13754500000000003 0.062655000000000016 0.094835000000000017 1.0000000180025095e-35 -0.054984999999999992 0.041865000000000006 -0.15289999999999995 0.13075500000000004 -0.053579999999999996 -0.0083799999999999986 0.086920000000000011 0.090285000000000018 -0.081214999999999982 0.064745000000000011 0.051320000000000005 0.10994000000000002 0.078875000000000015 0.08815000000000002 -0.064339999999999994 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 14 7 6 11 22 -9 12 13 24 -1 19 -2 -6 -10 -5 -14 23 21 -21 -3 -8 25 26 -4 -26 -29 -25
right_child=1 4 5 17 15 -7 10 8 16 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 29 27 -27 -28 28 -30 -31
leaf_value=0.0005658726471395385 0.00033767885002105132 0.000217086476238834 0.00039392407084556507 0.00030446516027296679 7.662425768876398e-05 0.00029730831726270182 0.00051681947096530545 0.00040747227557084661 0.00037913487493699676 0.00030019512031763016 0.00034477781597179398 0.0006340120701131478 0.00045842755347923864 0.00056732035587462627 0.00048754383521457865 0.00022153173633059206 0.0002391747709686945 0.00017139882395603981 0.00030352233984724141 0.00051990812660963556 0.00034498229464576918 0.00045349549817380765 0.00011117095211874602 0.00035944700569790953 0.00054819965510003669 0.00059642013354947428 0.00056344471927506135 0.00052498758704328506 0.00040017722284092625 0.0004859668199316522
leaf_weight=28 23 48 48 60 85 26 373 54 20 66 37 60 31 81 121 26 164 24 21 110 27 190 48 20 701 22 21 512 20 54
leaf_count=28 23 48 48 60 85 26 373 54 20 66 37 60 31 81 121 26 164 24 21 110 27 190 48 20 701 22 21 512 20 54
internal_value=0 0.000276346 0.000508392 0.000390969 0.000217618 0.000516204 0.000518704 0.000253195 0.000289121 0.000385223 0.000490564 0.000536841 0.000455371 0.000496873 0.000463607 0.000110567 0.000254388 0.000266446 0.00039587 0.0004895 0.000466876 0.000477847 0.000164129 0.000506051 0.000532437 0.000481999 0.000445517 0.00053616 0.000520295 0.000451772
internal_weight=0 673 2448 228 445 2302 2276 334 238 146 892 1384 80 855 144 111 184 84 52 774 327 300 96 447 1324 91 69 1233 532 74
internal_count=3121 673 2448 228 445 2302 2276 334 238 146 892 1384 80 855 144 111 184 84 52 774 327 300 96 447 1324 91 69 1233 532 74
is_linear=0
shrinkage=0.00196078


Tree=9570
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 2 1 2 0 49 4 1 4 159 150 49 12 2 2 475 4 1 2 3 123 1 133 49
split_gain=6.41017 1.11891 0.498647 0.456934 0.391099 0.331212 0.222606 0.202885 0.188584 0.166209 0.141197 0.181767 0.139434 0.114255 0.107361 0.100733 0.104927 0.095833 0.0850729 0.0746332 0.170419 0.0713695 0.0709636 0.0738284 0.0682411 0.0609386 0.0606119 0.0541066 0.0511878 0.0464054
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.09253500000000002 0.14285500000000004 -0.10607499999999999 0.082865000000000008 -0.062539999999999984 0.083135000000000014 0.0082450000000000006 0.082585000000000006 1.0000000180025095e-35 -0.054984999999999992 0.087695000000000009 -1.0000000180025095e-35 0.116525 -0.066784999999999983 -0.52556499999999995 0.089770000000000016 0.11474000000000002 0.0051600000000000005 0.11410500000000003 0.13075500000000004 -1.0000000180025095e-35 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 15 6 10 12 -4 21 11 13 -6 -1 18 16 24 -2 22 -14 -21 -7 -12 -24 -3 -15 -22 28 -5 -18
right_child=1 4 8 27 7 9 -8 -9 -10 -11 14 -13 19 25 -16 -17 29 -19 -20 20 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004822269510378175 0.00033571095536067303 0.00040548991125363568 0.0004668431703512575 0.00022501866275082723 0.00033608788970456111 0.00052524480159600942 0.00060769981903676567 6.0078984528195619e-05 0.00028460506571032287 0.00032336241703774537 0.00063816469256617442 0.00056453327402829613 0.0001266224704320646 0.0002630607841317268 0.00044484964103904512 0.00020285985721861492 0.00029928794244094773 0.00047081498360447956 0.00049696960585831013 0.00034661223123103014 0.00019416467406906156 0.0004471844284224344 0.00052637824742522699 0.00041995099745690824 0.00027305484444153412 0.00039188419828218793 7.540177567588056e-05 0.00019074523754729288 0.0003433049234569582 0.00018769842949644278
leaf_weight=44 24 52 34 22 25 52 79 50 61 39 21 36 66 20 102 38 38 127 839 27 95 336 693 26 21 48 20 24 39 23
leaf_count=44 24 52 34 22 25 52 79 50 61 39 21 36 66 20 102 38 38 127 839 27 95 336 693 26 21 48 20 24 39 23
internal_value=0 0.000275053 0.00048908 0.000384609 0.000218228 0.000494746 0.000505793 0.000173411 0.000349827 0.000445381 0.000501392 0.00044333 0.000197732 0.000404372 0.000506504 0.000291967 0.000317236 0.000449341 0.000510486 0.000181102 0.000206424 0.000457646 0.000525811 0.00052253 0.000367392 0.000353995 0.00017351 0.000269614 0.000300644 0.000257213
internal_weight=0 691 2430 236 455 2335 1908 283 95 427 1829 148 233 112 1681 172 134 151 1579 208 142 388 740 719 73 68 115 85 61 61
internal_count=3121 691 2430 236 455 2335 1908 283 95 427 1829 148 233 112 1681 172 134 151 1579 208 142 388 740 719 73 68 115 85 61 61
is_linear=0
shrinkage=0.00196078


Tree=9571
num_leaves=31
num_cat=0
split_feature=1 4 1 4 52 15 3 2 0 4 2 14 11 1 159 49 160 34 0 2 3 39 12 43 16 129 4 0 16 157
split_gain=0.384118 0.0570958 0.0479359 0.0446281 0.0390873 0.042021 0.0372809 0.0368577 0.0475331 0.0296481 0.0290957 0.0284372 0.0203324 0.0190026 0.0167626 0.0185919 0.0174409 0.0164892 0.0188395 0.0212244 0.0164214 0.0158916 0.0148832 0.0145392 0.0181127 0.0141728 0.0147649 0.0587927 0.0271523 0.0292048
threshold=0.10920500000000001 0.27287000000000006 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 0.093115000000000017 -0.053259999999999995 0.10644500000000001 0.034820000000000011 0.10528000000000001 0.25063000000000007 0.062655000000000016 0.082245000000000013 0.13075500000000004 0.082585000000000006 0.14321000000000003 0.085755000000000012 -0.038779999999999995 -0.036484999999999997 0.13501500000000002 -0.0087149999999999988 0.085060000000000011 0.093965000000000007 -0.079734999999999986 -0.50690499999999983 0.11234000000000001 -0.39518999999999993 -0.062764999999999974 0.19444000000000003 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 -4 5 -5 22 11 20 14 13 12 25 23 15 16 21 -15 19 -19 -9 -8 -2 -3 -25 26 28 -28 -1 -30
right_child=1 10 3 4 -6 -7 9 8 -10 -11 -12 -13 -14 17 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0095103294511015221 0.0074888184804607323 0.0010873022605665029 0.0068343481839713977 0.0028386608026353534 0.0063170945293677507 0.0067418498960746965 0.0068030580541946833 0.0057055685609068785 0.0011939438494543235 0.0062650147478561851 -0.0013637520217647157 0.0080186821318354948 0.0030330780799323249 -0.00075839789739499497 0.0010748621713205734 0.0006883290884572836 0.0020214026854201046 0.0037470893733288074 0.0041276101162657144 3.1032711587042786e-05 0.0028312979342775759 0.0031351951394407527 0.0047735512322833532 0.0021714327082629939 0.0049592526922761296 0.0088098816061392433 0.0061586577219112596 0.0023266460155222063 0.0080053012397500786 0.0033588448325948175
leaf_weight=36 27 26 82 168 64 33 27 206 30 25 24 83 21 27 51 21 27 22 30 51 22 21 80 41 54 20 1706 41 31 24
leaf_count=36 27 26 82 168 64 33 27 206 30 25 24 83 21 27 51 21 27 22 30 51 22 21 80 41 54 20 1706 41 31 24
internal_value=0 0.00298523 0.00588866 0.00479564 0.00416479 0.00347948 0.00399312 0.00605951 0.00493587 0.00308138 0.00196269 0.00620726 0.00612725 0.00228075 0.00253995 0.00331828 0.00405466 0.00144131 0.00201793 0.00115094 0.00542823 0.00519837 0.00545871 0.00318263 0.00375609 0.00616222 0.00613341 0.00606872 0.00737526 0.00597776
internal_weight=0 554 2567 347 265 201 279 2220 258 172 275 1962 1879 251 147 96 75 130 103 73 228 48 107 121 95 1858 1838 1747 91 55
internal_count=3121 554 2567 347 265 201 279 2220 258 172 275 1962 1879 251 147 96 75 130 103 73 228 48 107 121 95 1858 1838 1747 91 55
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 4 47 4 4 2 4 1 14 0 12 4 15 0 2 16 2 3 4 0 0 15 2 133 3
split_gain=10.2099 1.19613 1.09699 0.631254 0.623437 0.43968 0.344233 0.316998 0.248379 0.215022 0.206024 0.18124 0.174807 0.17153 0.165287 0.157948 0.133162 0.193922 0.129476 0.115605 0.10822 0.0972592 0.0892061 0.085842 0.0847764 0.0744773 0.0710254 0.0695111 0.113551 0.0656096
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.40124500000000002 0.12958500000000003 0.033845000000000007 -0.17966999999999997 0.14285500000000004 0.27834500000000006 0.10124500000000002 0.076175000000000007 -0.23194499999999998 0.13597000000000004 -0.059649999999999988 -0.03241999999999999 -0.071339999999999987 0.099185000000000009 -0.040964999999999994 0.092235000000000025 -0.13309499999999996 -0.036839999999999991 -0.13027499999999997 -0.074479999999999977 -0.087894999999999987 0.10803500000000001 0.085635000000000003 -0.20241999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 14 13 23 10 15 -6 11 -3 18 24 -1 25 19 -18 21 -16 -9 -11 -10 -5 -4 -7 -12 28 -2 -27
right_child=1 7 5 6 9 8 -8 20 22 12 26 -13 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00067202892692331325 0.00042638636760267557 0.00027097043896843949 0.00045345835698823954 0.0005802582181169022 0.00051241573382223204 0.00054653137252846072 0.00024688630660793081 0.00019727266468631718 0.00032258042935229817 0.00047912591529422014 8.1260402034557505e-05 0.0001191933168225801 0.0002698981934662096 0.00068419110172849781 0.00060357383203934263 0.00038257964821866106 0.00049595433076837856 0.00029977643356671158 0.00024596851223203191 0.00042861849033072884 0.00038549174292901758 0.00034882058782101263 0.00045902927297782276 0.00045101568055710864 0.00056471009534415906 0.00057694275297370617 -3.5829381777250132e-05 0.00022676708478587421 0.00023145683485087677 0.00049628057723202291
leaf_weight=22 20 43 27 29 31 443 29 23 21 49 69 102 85 46 53 29 76 26 20 20 24 40 150 62 1068 45 28 134 27 280
leaf_count=22 20 43 27 29 31 443 29 23 21 49 69 102 85 46 53 29 76 26 20 20 24 40 150 62 1068 45 28 134 27 280
internal_value=0 0.000236129 0.000522558 0.000322638 0.0004313 0.000540818 0.000432918 0.000146029 0.00051008 0.00036078 0.00011741 0.000164203 0.00033655 0.000566894 0.000511843 0.000524629 0.000491706 0.000445948 0.000388526 0.000555641 0.000293385 0.000420562 0.000442272 0.000492203 0.000561967 0.000529993 4.74613e-05 0.000249524 0.000314406 0.000507449
internal_weight=0 590 2531 301 422 2109 120 289 968 225 242 145 194 1141 197 797 175 102 109 73 47 89 171 91 1095 768 97 181 47 325
internal_count=3121 590 2531 301 422 2109 120 289 968 225 242 145 194 1141 197 797 175 102 109 73 47 89 171 91 1095 768 97 181 47 325
is_linear=0
shrinkage=0.00196078


Tree=9573
num_leaves=31
num_cat=0
split_feature=1 3 12 15 3 3 151 1 12 15 2 1 1 475 0 43 41 15 2 0 42 2 2 151 43 1375 1213 0 47 15
split_gain=0.363479 0.0528761 0.0479022 0.0433797 0.0425586 0.0345278 0.0392303 0.038763 0.029782 0.0296569 0.0295818 0.0273364 0.0270349 0.0267537 0.0243261 0.0216509 0.0215422 0.0237432 0.0211803 0.0368687 0.017934 0.0184893 0.0306223 0.0210501 0.017931 0.0180823 0.0184765 0.0178817 0.0215989 0.0175625
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.032230000000000009 0.095950000000000021 0.088245000000000004 -0.14601999999999996 0.11411 0.089770000000000016 0.14262000000000002 -0.068264999999999978 1.0000000180025095e-35 0.093175000000000022 0.077565000000000009 0.13592500000000005 -0.0091949999999999983 -0.14454499999999995 0.11159000000000001 -1.0000000180025095e-35 0.092235000000000025 0.015440000000000001 -0.091784999999999992 0.086020000000000013 0.11395000000000001 -0.036484999999999997 0.089640000000000011 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 7 9 11 -7 27 15 20 -11 -14 24 17 -10 -9 -20 21 -3 -23 -24 -4 26 -26 28 -2 -15
right_child=1 12 8 -5 -6 6 -8 18 16 13 -12 -13 14 29 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017549357658591927 0.0081726544521128139 0.0013853005722217683 0.0074959245911035855 0.0075635244254954161 0.00046981358184264256 0.0092598275997890882 0.0013897961571014354 0.0011988136889413 0.0056918959341808349 0.0025387460249476136 0.0026671559358614366 0.0033465381432324654 0.001640532835315551 0.0041983717882734103 -0.0020356767878790078 0.0089292093166009039 0.0028077735507395121 0.0031525243134973083 0.0027345932073930793 0.0070954106178374573 -0.00014575938361563855 0.0070742409519152713 0.003376619324309966 0.00019263183348812164 0.0063336225098534898 0.003590016286061318 0.0035626299185678363 0.0030293819207984668 0.0047911320329077694 0.0067241436781950749
leaf_weight=37 30 62 111 48 26 26 28 25 1186 24 70 30 72 36 24 33 28 38 47 33 21 20 154 24 642 27 25 26 51 117
leaf_count=37 30 62 111 48 26 26 28 25 1186 24 70 30 72 36 24 33 28 38 47 33 21 20 154 24 642 27 25 26 51 117
internal_value=0 0.00283969 0.00566404 0.00472328 0.0043816 0.00465427 0.00497354 0.00529934 0.0058624 0.00610617 0.00426549 0.00631255 0.00217028 0.00564292 0.00072148 0.00641873 0.00555032 0.00561306 0.00373947 0.00453343 0.00266525 0.00289229 0.00336418 0.00294732 0.00631581 0.00612706 0.00622976 0.00531113 0.00604355 0.00612984
internal_weight=0 554 2567 447 399 373 336 308 2120 203 177 868 377 177 96 838 1252 1224 105 80 281 260 198 178 805 694 667 107 81 153
internal_count=3121 554 2567 447 399 373 336 308 2120 203 177 868 377 177 96 838 1252 1224 105 80 281 260 198 178 805 694 667 107 81 153
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=31
num_cat=0
split_feature=1 52 1 12 44 4 474 1 43 12 480 4 0 12 12 3 133 49 150 43 13 2 159 1 2 11 15 43 160 150
split_gain=0.294418 0.0448937 0.0389778 0.0388615 0.0460166 0.0382122 0.0479278 0.0326814 0.0253281 0.0253128 0.0305783 0.0272357 0.0239548 0.0219313 0.0357091 0.0325828 0.0274403 0.0209665 0.0205163 0.0254221 0.0426685 0.0232734 0.0190969 0.0209648 0.0451177 0.0252885 0.0204626 0.0179067 0.0273779 0.0178368
threshold=0.10920500000000001 -0.26636999999999994 0.14860500000000001 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.080554999999999974 0.090285000000000018 -0.03031 0.033845000000000007 -0.097024999999999986 0.11734000000000001 0.10711000000000002 -0.03694999999999999 -1.0000000180025095e-35 0.10877000000000002 0.116995 -0.025214999999999998 -0.010739999999999998 0.11362000000000001 0.12283500000000001 0.089370000000000019 0.090425000000000019 0.075910000000000019 0.040760000000000005 -0.072864999999999985 -0.0071899999999999993 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 4 5 -1 7 29 -9 22 -11 12 -12 14 15 16 -3 -14 19 20 -17 -21 23 25 -25 -5 -27 28 -18 -7
right_child=1 2 -4 9 -6 6 -8 8 -10 10 11 -13 17 -15 -16 18 27 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0058315088513255543 0.0054137604956049478 0.0014255472933515333 -7.586894855428968e-05 0.0055415559123555341 0.0081165748728631911 0.0050148241559861964 -0.001235440482851118 0.0041488699974113353 0.001362745810542511 0.0011310586151445196 0.0077223383494325589 0.0038490902760396385 0.0052365672640181903 0.0050416768953094595 -0.0012635431507369505 0.0021669946551397022 0.006560606928542257 0.0027948636725242879 -0.00083718599608718349 0.0053988388849474074 -0.002756769876842472 0.0024912622871681349 0.0083911333330130827 0.0054546898770097057 0.00012332905343183403 0.0052590286359190941 0.0092075198023979146 0.0070816591537247106 0.0014485149022551592 0.0019205197082122879
leaf_weight=90 50 26 62 974 29 165 20 59 73 21 37 172 710 34 25 88 20 37 22 36 22 117 24 57 22 21 35 30 22 21
leaf_count=90 50 26 62 974 29 165 20 59 73 21 37 172 710 34 25 88 20 37 22 36 22 117 24 57 22 21 35 30 22 21
internal_value=0 0.00255572 0.00227219 0.00509764 0.00426159 0.00400039 0.00351282 0.00381145 0.00260806 0.00527872 0.00490573 0.00498864 0.00523865 0.00260155 0.00239821 0.00263723 0.00421014 0.00511563 0.00209637 0.00234176 0.00118224 0.0031754 0.00560035 0.00553995 0.00397001 0.00566037 0.00772684 0.00521568 0.00388284 0.00466547
internal_weight=0 554 504 2567 457 428 338 318 132 2110 977 956 784 442 408 383 98 747 285 263 110 153 1133 1109 79 1030 56 72 42 186
internal_count=3121 554 504 2567 457 428 338 318 132 2110 977 956 784 442 408 383 98 747 285 263 110 153 1133 1109 79 1030 56 72 42 186
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=31
num_cat=0
split_feature=1 12 1375 43 3 3 12 13 12 124 48 2 47 14 1 3 16 1 13 150 15 484 16 149 48 402 4 158 133 480
split_gain=0.239974 0.062937 0.0349333 0.0348457 0.0277186 0.025723 0.0290614 0.0243813 0.0227549 0.0218963 0.024234 0.0233868 0.0204652 0.0203455 0.018848 0.0391824 0.0217731 0.0206907 0.0185515 0.0179595 0.0176942 0.0172183 0.0173245 0.0168277 0.0175726 0.0383735 0.0185033 0.0219657 0.021029 0.0169883
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 -0.078139999999999973 0.12178000000000001 0.31370500000000007 -0.42850999999999995 0.18141000000000002 0.099815000000000015 -0.087894999999999987 0.083685000000000009 0.10672500000000001 0.080455000000000013 -0.46166999999999997 0.09697500000000002 -0.0063699999999999989 -0.5315899999999999 0.093400000000000025 0.26746000000000009 0.10375000000000002 -0.21699999999999997 -0.066214999999999982 -0.15012499999999998 0.078320000000000015 0.081275000000000014 0.081585000000000019 0.052250000000000012 0.085410000000000014 0.081415000000000015 -0.092774999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 14 12 -7 9 20 -4 11 -11 13 -2 17 -16 -17 -5 21 -15 -3 -10 -23 24 26 -26 29 28 -28 -22
right_child=5 8 3 4 -6 6 -8 -9 18 10 -12 -13 -14 19 15 16 -18 -19 -20 -21 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00011095587646455638 0.0043220014972612268 0.0075836795323994018 0.0047934731256894098 0.0048858653660993718 0.0022430552445127563 0.0026110159294844113 -0.0010953315101297839 0.0048181192445996652 0.0016317047589154755 0.0014611154916741316 0.002717536351726375 -0.0029249438340775667 0.0035206546653704395 0.00080100447568281065 -6.7461820562248652e-05 0.0019809690714084906 0.0055997251366109897 0.0082037886377379667 0.0067743415169863284 0.0036677822122818237 0.0022701654752547095 0.0015419016759842634 0.0042862307023571909 0.0069610789720271089 0.0045050199508132674 0.00054369530287282216 0.0017024755288191414 0.0056932216057248297 0.0044682382744213106 0.0050706924956030186
leaf_weight=28 25 24 22 179 56 34 56 37 32 31 59 20 87 137 23 23 60 21 23 26 22 25 288 37 156 29 54 47 56 1404
leaf_count=28 25 24 22 179 56 34 56 37 32 31 59 20 87 137 23 23 60 21 23 26 22 25 288 37 156 29 54 47 56 1404
internal_value=0 0.0045009 0.00355352 0.00373505 0.00428855 0.00177228 0.000304844 0.00254945 0.00474195 0.00191354 0.00133755 -0.000258908 0.00225253 0.00166569 0.00466289 0.00358485 0.00459694 0.00523425 0.00402447 0.00125828 0.0048863 0.00384115 0.00406704 0.00485044 0.00480627 0.00388406 0.00491404 0.00388367 0.0031105 0.00502749
internal_weight=0 2756 559 531 362 365 90 169 2197 132 110 51 275 188 306 106 83 200 368 163 1829 345 313 1805 1768 185 1583 157 110 1426
internal_count=3121 2756 559 531 362 365 90 169 2197 132 110 51 275 188 306 106 83 200 368 163 1829 345 313 1805 1768 185 1583 157 110 1426
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=31
num_cat=0
split_feature=1 12 44 1456 1 10 0 10 2 9 52 475 39 3 12 43 43 2 1211 151 150 133 1212 0 158 39 13 402 402 16
split_gain=0.194379 0.050979 0.0296259 0.0298881 0.0261077 0.0234988 0.0267226 0.0227004 0.0257676 0.0228311 0.0201756 0.0217975 0.0215209 0.0213422 0.0193716 0.0294456 0.0352033 0.0343699 0.0241529 0.0191445 0.0191405 0.0188192 0.0183418 0.0332888 0.025969 0.0181477 0.0254675 0.0177904 0.021356 0.0193465
threshold=0.11829500000000003 0.051320000000000005 1.0000000180025095e-35 -0.077604999999999993 0.08864000000000001 -0.079859999999999987 -0.052984999999999997 1.0000000180025095e-35 0.11870500000000002 -1.0000000180025095e-35 0.096795000000000006 -0.029109999999999997 0.10076500000000001 -0.012304999999999998 0.087695000000000009 0.093175000000000022 0.0034250000000000005 0.084755000000000011 0.087635000000000005 0.095500000000000015 0.11117000000000002 -1.0000000180025095e-35 0.087685000000000013 -0.084889999999999979 0.10968000000000001 0.098220000000000016 -0.15078499999999997 0.2506000000000001 0.090075000000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -2 8 9 -7 11 -5 13 -13 15 16 18 -18 20 -6 22 -10 24 -24 -3 26 -23 28 -16 -30
right_child=5 14 -4 4 19 7 -8 -9 21 -11 -12 12 -14 -15 27 -17 17 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0067282358858349088 0.0014440593923526731 0.0048085973038522536 0.0063684518349223914 0.0015683374328849216 0.0025637189171937042 0.0011665725640206668 -0.0031191426235073734 -7.0436844665285511e-05 -0.00097643265587976202 0.0046109290974242481 0.0011979165128044164 0.0082329830640684009 0.0024264800778057961 0.0047339258759974551 0.0039685575313543105 0.0080457800514996056 0.0048434930102479075 0.00032949044646040813 0.0081970724632265037 -0.00055372504118297785 0.0016991037509537172 0.00073424807193166609 -0.00023222776129841808 0.0048315001123056221 0.008475221553817391 0.00015385852968439651 0.0039265639323730287 0.0012897393058823505 0.0068084483196099227 0.0043183053709351677
leaf_weight=21 33 565 28 24 318 27 21 48 25 67 24 23 28 72 1268 25 31 37 20 21 21 41 20 37 20 39 64 23 52 78
leaf_count=21 33 565 28 24 318 27 21 48 25 67 24 23 28 72 1268 25 31 37 20 21 21 41 20 37 20 39 64 23 52 78
internal_value=0 0.00405081 0.00319817 0.003031 0.00287876 0.00159505 -0.000330519 0.0019294 0.00229439 0.00362159 0.00388616 0.00432505 0.00486295 0.00558107 0.00426775 0.00466957 0.00455718 0.00238734 0.00477321 0.0023706 0.00466993 0.00155618 0.00476711 0.00305475 0.00493395 0.00199587 0.00268004 0.00404832 0.0040937 0.00531436
internal_weight=0 2756 559 531 510 365 54 311 263 94 171 147 123 95 2197 776 751 68 683 339 663 169 642 57 585 144 105 1421 1398 130
internal_count=3121 2756 559 531 510 365 54 311 263 94 171 147 123 95 2197 776 751 68 683 339 663 169 642 57 585 144 105 1421 1398 130
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=31
num_cat=0
split_feature=1 12 44 4 15 0 12 1 12 16 3 15 15 4 3 2 0 160 15 157 47 40 0 39 457 15 2 402 484 2
split_gain=0.157447 0.0414913 0.0333247 0.0249293 0.0301533 0.0311742 0.0264395 0.0200807 0.0191561 0.0202679 0.0185177 0.0678404 0.0312458 0.0173607 0.0210203 0.0325438 0.0262882 0.0207444 0.0190165 0.0163066 0.0162112 0.020023 0.0149452 0.025337 0.0207932 0.017093 0.014298 0.0142247 0.0142939 0.0143288
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.035560000000000008 0.034820000000000011 -0.12529499999999996 0.16773500000000005 -1.0000000180025095e-35 0.24134000000000003 0.11296500000000002 -0.028889999999999996 -0.44764999999999994 0.053180000000000012 -0.13309499999999996 0.082275000000000015 -0.062764999999999974 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.051074999999999988 0.085505000000000012 -0.0087249999999999984 -0.071924999999999989 0.08733500000000001 0.091015000000000013 -1.0000000180025095e-35 0.11362000000000001 0.091530000000000014 0.093765000000000015 0.13754500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 20 -1 -10 12 26 -8 14 15 -3 -16 -18 -17 -20 27 -22 24 -24 25 -14 -12 28 29 -2
right_child=7 13 -4 4 -6 -7 10 -9 9 -11 11 -13 22 -15 16 18 17 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013988306198734791 0.0017935880518185018 0.0081124493409463743 0.0061288880570433933 0.0058318922495735545 0.0051185400105660432 -0.00096563267909611269 -0.00082584656402468696 -0.0014246265125541909 0.0069597075163418875 0.0036113610927714038 0.0046610709102380844 -0.0042016765824519102 0.0032989502449638241 0.003105327790692447 0.0039611739518386445 0.0016835190122947098 4.902720382368123e-05 0.0031265948749556816 0.0067827882224016575 0.0042093686204998917 0.00042983981298415786 0.0035813545334854608 -0.0012101323862390764 0.0034009256740458885 0.00090027465703315104 0.0062787934037094768 0.0013029866060151108 -0.0013018202263906245 0.0032447746563573476 1.0691694915294649e-06
leaf_weight=20 110 28 30 21 37 30 25 23 29 48 21 20 154 278 1586 22 27 116 33 97 28 72 22 26 32 22 32 21 36 75
leaf_count=20 110 28 30 21 37 30 25 23 29 48 21 20 154 278 1586 22 27 116 33 97 28 72 22 26 32 22 32 21 36 75
internal_value=0 0.00364573 0.00288504 0.00270449 0.0023859 0.00213625 0.0023844 0.00143555 0.00415622 0.00487243 0.00217989 0.000760884 0.00254853 0.00384364 0.00395116 0.00497959 0.00384409 0.00254552 0.00440249 0.00486262 0.0016279 0.00269893 0.00287805 0.00128752 0.0032451 0.00367143 0.00263355 0.00118532 0.00142166 0.00106689
internal_weight=0 2756 569 539 442 405 375 365 97 77 354 73 281 2187 1909 180 1729 143 152 130 342 100 256 48 208 176 53 242 221 185
internal_count=3121 2756 569 539 442 405 375 365 97 77 354 73 281 2187 1909 180 1729 143 152 130 342 100 256 48 208 176 53 242 221 185
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 14 2 3 16 52 52 151 3 12 3 2 4 12 11 11 11 2 13 34 0 484 34 2 15 12
split_gain=0.127811 0.0345427 0.0289555 0.0251477 0.0282443 0.023926 0.0217918 0.0295885 0.0318056 0.0227293 0.0195204 0.0176899 0.0162291 0.0248376 0.0160954 0.0217033 0.0156785 0.0156569 0.0149589 0.021163 0.0419977 0.0149332 0.0143379 0.0142099 0.014197 0.013709 0.01309 0.0210662 0.0130533 0.0137696
threshold=0.11866500000000001 0.078300000000000008 0.14530500000000005 -0.27302499999999996 -0.0091949999999999983 0.023790000000000002 0.092235000000000025 0.0022600000000000003 -0.013024999999999998 1.0000000180025095e-35 -0.090114999999999987 0.0014250000000000003 0.30112000000000005 -0.42850999999999995 -0.00083499999999999991 0.11362000000000001 -0.034939999999999992 0.099815000000000015 0.08976000000000002 0.086080000000000018 0.083010000000000014 0.10699500000000002 0.26746000000000009 -1.0000000180025095e-35 -0.23001499999999997 -0.066214999999999982 -0.038779999999999995 0.13501500000000002 0.12211500000000002 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 23 6 7 -6 24 10 -8 14 16 -14 21 -16 -2 18 19 20 28 -12 25 -5 -9 -19 -18 -28 29 -3
right_child=12 17 -4 4 5 -7 9 8 -10 -11 11 -13 13 -15 15 -17 26 22 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00051395698392298073 0.0036383533664047715 0.0035151524826653111 -0.0011482574325054884 0.0019821717532123536 0.0063057012655190195 0.0057434542669039792 0.0032666962560269209 0.0028364930665120483 0.005108319793660672 0.0039709882845412586 -0.00090706435839820192 -0.0014442269876599311 0.002330957186709651 -0.0010227979235394973 0.0045527464409990765 0.00091928909983365773 -0.00061988687516061655 0.00073318699360243051 0.0058321125524375466 0.0009525268977027267 0.0079300408590246337 0.0021479775306943341 0.0052834327109967886 -0.001030830481170636 -0.00069044878972428182 0.0029055758014262197 0.0025518538710359185 0.00042320804357586899 0.0013915967595364367 0.005082785697595682
leaf_weight=23 35 1651 20 49 40 33 79 25 39 78 32 20 34 63 35 31 29 32 29 31 22 32 23 23 21 315 111 80 28 58
leaf_count=23 35 1651 20 49 40 33 79 25 39 78 32 20 34 63 35 31 29 32 29 31 22 32 23 23 21 315 111 80 28 58
internal_value=0 0.00327669 0.00259053 0.00272405 0.00286274 0.00314812 0.00294986 0.00406292 0.0030075 0.00249666 0.00199449 0.00132446 0.00125368 0.000152745 0.00175041 0.00284612 0.00167246 0.00345849 0.00357911 0.00354261 0.00358826 0.000620457 0.00286551 0.00101968 0.00122637 0.00270524 0.00135971 0.00166027 0.00353327 0.00356835
internal_weight=0 2769 580 560 537 465 432 125 85 307 229 150 352 97 130 66 255 2189 1819 1790 1759 64 370 72 46 347 220 191 1737 1709
internal_count=3121 2769 580 560 537 465 432 125 85 307 229 150 352 97 130 66 255 2189 1819 1790 1759 64 370 72 46 347 220 191 1737 1709
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 15 0 47 41 43 2 0 12 2 0 160 34 13 16 0 2 3 4 15 4 10
split_gain=3.17617 0.398298 0.356522 0.309091 0.214014 0.152248 0.146231 0.142976 0.102581 0.0830889 0.0704243 0.0658878 0.0560804 0.0494107 0.0773429 0.0469473 0.0744526 0.0459738 0.0438917 0.0572567 0.0424516 0.0416349 0.0415713 0.0722926 0.0557249 0.0414844 0.0402128 0.0918864 0.0399966 0.0393586
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.13082500000000002 0.40124500000000002 0.033845000000000007 0.024640000000000006 -0.23194499999999998 0.081320000000000017 0.075585000000000013 -0.025214999999999998 0.11177500000000001 -0.097024999999999986 0.13597000000000004 0.17025000000000004 -0.11242999999999999 0.08443500000000001 -0.038779999999999995 -0.016469999999999995 0.066275000000000014 -0.067094999999999988 0.092235000000000025 -0.087909999999999988 -0.059649999999999988 -0.03241999999999999 -0.036839999999999991 -0.38851999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 12 17 28 15 11 -1 22 18 -2 -15 -7 -17 20 19 -4 -3 -22 23 24 -6 -10 -12 -28 -5 -19
right_child=1 6 5 7 9 8 -8 -9 25 -11 26 -13 -14 14 -16 16 -18 29 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00042626798391979647 0.00013006421240325104 3.0487443839593762e-05 0.0002175101571788583 0.00037408691931369839 0.00026902910269775975 0.00039641875053090142 0.00021390664329708114 0.00016827636027063421 0.00021163669013071293 0.00035063970910540035 0.00034369759486996688 0.0002913722222370716 0.00040777542331464596 0.00028146302182776564 0.00016280878161802911 0.00032847320947142244 0.00021966468440551385 7.8399289015899679e-05 0.00035147906407527631 0.00035897442463406903 9.1080229172793293e-05 0.00017314271377281404 0.00028486406825392412 9.5685665148730368e-05 0.00017982351681327118 0.00028994135673690336 0.00031784001941589869 0.00018280010549618468 0.00029077314462792739 -3.2427413272878917e-05
leaf_weight=22 100 28 22 32 42 37 38 33 32 21 73 41 66 27 97 735 25 28 1031 22 79 34 21 25 75 139 76 26 72 22
leaf_count=22 100 28 22 32 42 37 38 33 32 21 73 41 66 27 97 735 25 28 1031 22 79 34 21 25 75 139 76 26 72 22
internal_value=0 0.000166786 0.000326542 0.000207363 0.000274518 0.000336952 0.000102821 0.000280727 0.000318865 0.0002332 0.000321708 0.00022111 0.000352297 0.000162493 0.000188645 0.000328214 0.000324894 8.07205e-05 0.000348891 0.000288242 9.88357e-05 0.000115772 0.000203437 0.000191395 0.000211846 0.000275288 0.000308563 0.000283418 0.000316408 2.96355e-05
internal_weight=0 590 2531 361 422 2109 229 137 968 225 197 204 1141 224 124 797 760 191 1075 44 141 113 163 142 117 171 175 102 104 50
internal_count=3121 590 2531 361 422 2109 229 137 968 225 197 204 1141 224 124 797 760 191 1075 44 141 113 163 142 117 171 175 102 104 50
is_linear=0
shrinkage=0.00196078


Tree=9580
num_leaves=31
num_cat=0
split_feature=1 2 40 123 47 9 44 123 147 52 1 149 13 151 457 4 41 52 11 2 159 13 160 133 43 2 1455 15 1456 159
split_gain=0.119078 0.033359 0.0204989 0.020924 0.0227342 0.0200607 0.0202979 0.0165794 0.0162849 0.0325636 0.0162627 0.0161643 0.0158824 0.0192252 0.0256032 0.0187001 0.0155863 0.0167159 0.0263745 0.0200831 0.0199227 0.0326443 0.0190425 0.0187149 0.0231081 0.0214447 0.0175721 0.0160038 0.021232 0.0174761
threshold=0.11866500000000001 0.10045500000000002 0.051255000000000002 0.085740000000000011 0.11312500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.083965000000000012 0.089365000000000014 -0.087769999999999987 0.16773500000000005 0.079000000000000015 -0.16152999999999998 -0.098364999999999994 0.080930000000000016 0.033845000000000007 0.095655000000000018 0.11125500000000001 0.075910000000000019 -0.090999999999999984 -0.032739999999999991 -0.012549999999999997 -0.089744999999999978 -0.010614999999999998 -0.08287499999999999 0.086590000000000014 -0.08045999999999999 -0.092489999999999989 0.079435000000000019 0.085240000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 12 7 8 -1 11 -10 -2 16 -3 -14 -15 -16 17 18 19 -7 26 23 27 -22 -25 -26 -19 -21 29 -29
right_child=10 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 15 -17 -18 20 -20 22 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00085989811108447614 0.0014038545917259603 0.0011442541473338174 -0.00058611135696992286 0.00075821427074876033 -0.00032550267430699682 0.00081370527332182976 0.0065907315816730264 0.0030029365117661654 0.0042448204336687926 -0.0014616322357323954 -0.0013466059959129147 0.0058152490416042771 0.0058078095399541783 0.0031786027842734539 -0.0015079868258908392 0.0027121579346601806 0.00080755943857619295 0.00070224922616034756 0.0054794995015125846 0.0026856952323578301 0.0053750526113435634 -0.0012744729105314172 0.0034116392724221145 0.0047012395159665337 -0.0014383712186194634 0.0023766277932204174 0.0038668800959480811 0.003523922506540727 0.0079801369701390686 0.0070022606104612351
leaf_weight=20 329 45 20 53 22 28 20 25 20 20 23 28 25 472 21 21 23 20 68 30 20 27 1416 23 23 41 143 52 23 20
leaf_count=20 329 45 20 53 22 28 20 25 20 20 23 28 25 472 21 21 23 20 68 30 20 27 1416 23 23 41 143 52 23 20
internal_value=0 0.00317681 0.00256786 0.00266358 0.00283022 0.00337465 0.00342061 0.00128612 0.0033893 0.00139159 0.00122414 0.00342955 0.0029491 0.00309978 0.00296807 0.000602086 0.00339542 0.00342619 0.00355142 0.00346786 0.00273598 0.00183267 0.00351608 0.00261672 0.00198262 0.00100561 0.00347858 0.00469923 0.00533508 0.00449013
internal_weight=0 2769 679 659 606 2090 2045 45 2025 40 352 1985 584 539 514 42 1957 1934 1637 1569 297 134 1541 107 87 64 163 125 95 72
internal_count=3121 2769 679 659 606 2090 2045 45 2025 40 352 1985 584 539 514 42 1957 1934 1637 1569 297 134 1541 107 87 64 163 125 95 72
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=31
num_cat=0
split_feature=4 2 149 3 10 2 1375 49 15 1444 0 34 48 52 1204 47 2 1204 2 391 13 483 1429 52 15 401 132 12 400 1213
split_gain=0.0969699 0.0339294 0.0256778 0.0255722 0.0233402 0.0230316 0.0239115 0.0237489 0.0215427 0.020763 0.0185441 0.023292 0.0172868 0.0165446 0.0161501 0.0139018 0.0148155 0.0326508 0.0168885 0.0143308 0.0143596 0.0174763 0.018554 0.022368 0.0152288 0.0318308 0.023585 0.0257618 0.0333479 0.0297449
threshold=0.27287000000000006 0.17025000000000004 0.07770500000000001 -0.07359499999999998 -0.079859999999999987 -0.0091949999999999983 -0.27302499999999996 0.14321000000000003 -0.17952999999999997 -0.083894999999999983 -0.070154999999999981 -0.085489999999999997 -0.091869999999999993 -0.56741999999999992 -1.0000000180025095e-35 0.11114000000000002 0.089885000000000007 -0.068659999999999985 0.090790000000000023 -0.077824999999999991 -0.099939999999999987 -0.095084999999999989 0.084770000000000012 -0.057699999999999994 0.087685000000000013 0.11061500000000002 -0.083284999999999984 0.094580000000000011 -0.059294999999999994 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 -2 10 -7 12 -1 -10 -5 -12 -8 -11 -14 16 19 -18 -19 -15 -21 -22 24 -24 -23 26 -26 28 -28 -30
right_child=2 -3 -4 5 -6 6 7 -9 9 13 11 -13 14 15 -16 -17 17 18 -20 20 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0056721177592407917 -0.0014479322090315133 -0.00032767485315685703 0.0040029194937752826 0.0031642828496511685 0.0011604423940049233 -0.00065052767544826072 0.0054760787674846753 0.00044310707889962944 1.4339531348510222e-06 0.0052145441654526323 0.0023514004528988157 -0.0020257577795775666 0.0052909562267207857 0.0057183758045236269 0.0026486900517511459 0.0016020101560570766 -0.0011938227761891626 0.0011673937473361466 0.0030181858961777605 0.0049259650397437578 0.0054447801755459022 0.0034709973999326933 -0.0013384110562037676 0.0027932086107811255 0.0055880126299425251 0.0058193701544198501 -0.0022972907149232925 0.0038486748034219174 0.0025077016592251703 -0.00086204115782053238
leaf_weight=32 39 33 28 22 285 22 24 44 22 36 20 31 24 24 640 64 21 55 476 49 33 703 20 38 21 29 20 66 169 31
leaf_count=32 39 33 28 22 285 22 24 44 22 36 20 31 24 24 640 64 21 55 476 49 33 703 20 38 21 29 20 66 169 31
internal_value=0 0.00285966 0.00109755 0.0028981 0.000846471 0.00243361 0.00259782 0.00269545 0.00309933 0.00305546 0.000737585 -0.000309225 0.00283949 0.00309169 0.00274419 0.00304967 0.00310246 0.00267354 0.00282648 0.00329928 0.00325003 0.00317736 0.00310915 0.00136851 0.00320632 0.00265254 0.0023534 0.00211589 0.00159606 0.00198539
internal_weight=0 2769 352 2736 324 827 754 732 1909 1877 73 51 688 1855 664 1819 1755 552 531 1203 1179 1130 1097 58 1039 336 307 286 220 200
internal_count=3121 2769 352 2736 324 827 754 732 1909 1877 73 51 688 1855 664 1819 1755 552 531 1203 1179 1130 1097 58 1039 336 307 286 220 200
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 47 4 1 2 2 16 52 1 2 13 43 1 16 159 11 15 43 4 0 49 10 47 16
split_gain=6.06845 0.966892 0.626529 0.539345 0.384813 0.234632 0.216421 0.213072 0.196402 0.156056 0.123377 0.123276 0.119432 0.0895463 0.0759745 0.111389 0.0728471 0.0757686 0.0713754 0.0662677 0.0805716 0.065622 0.0613183 0.0534596 0.0507378 0.0495122 0.0475563 0.046783 0.0465138 0.0541239
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.085505000000000012 0.40473500000000007 0.077845000000000011 0.089885000000000007 0.14838000000000004 -0.061854999999999993 -0.56176499999999996 0.089770000000000016 0.097845000000000015 -0.004174999999999999 -0.050459999999999998 0.091195000000000012 0.0057500000000000008 0.080005000000000007 1.0000000180025095e-35 -0.41942499999999994 -0.080324999999999994 -0.0070899999999999991 -0.026509999999999995 0.10084500000000002 -0.37457499999999994 0.090100000000000013 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 5 6 10 11 24 -5 18 16 -9 -12 26 -16 -3 -18 -1 28 -21 -8 -13 -11 -4 -6 -15 -24 29 -2
right_child=1 7 8 9 25 -7 21 12 -10 23 13 22 -14 14 15 -17 17 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051496516272021777 0.00026572896419284532 0.0001652788620579694 0.00051095856379421113 0.00046920851499092679 0.00038964210954659125 0.00030570466094574243 0.0005132714419388303 0.00020654894392366173 0.00030270198602046742 0.00033051611545557928 0.00056360971499112692 0.00016413340789774299 0.00036206080192807623 0.00048714021192954889 0.00029616345437293381 0.00046640692088014416 0.00017679392057536197 0.00033969622659548566 0.00047632563327988626 0.000438077809544755 0.00027387793714920503 0.00063284036392966903 0.00012031807131636157 0.00021021929752154677 0.00043086226876831734 0.00026325327098414546 0.00044757146521788181 -8.0861797304428328e-06 0.0003331626155253114 0.00017284156215145843
leaf_weight=1117 123 94 68 28 22 24 25 39 32 49 45 31 37 600 22 45 21 23 220 20 27 60 20 20 55 26 145 24 29 30
leaf_count=1117 123 94 68 28 22 24 25 39 32 49 45 31 37 600 22 45 21 23 220 20 27 60 20 20 55 26 145 24 29 30
internal_value=0 0.000278798 0.000343273 0.000489032 0.000494943 0.000498565 0.000500596 0.000193128 0.000439542 0.000345748 0.000496835 0.000161325 0.000282259 0.000478469 0.000473751 0.000410506 0.000196101 0.000261947 0.000508607 0.000278113 0.00034375 0.000597673 9.73391e-05 0.000295647 0.000475143 0.000321181 0.000479439 5.02794e-05 0.000261163 0.000247516
internal_weight=0 673 384 2448 2351 2303 2279 289 155 97 2194 213 76 857 812 67 138 44 1337 229 47 85 75 69 123 48 745 44 182 153
internal_count=3121 673 384 2448 2351 2303 2279 289 155 97 2194 213 76 857 812 67 138 44 1337 229 47 85 75 69 123 48 745 44 182 153
is_linear=0
shrinkage=0.00196078


Tree=9583
num_leaves=31
num_cat=0
split_feature=1 2 2 0 4 47 149 376 30 33 2 150 156 0 0 16 1 52 15 13 3 49 151 1424 4 0 42 15 52 401
split_gain=0.101969 0.0289741 0.0176357 0.0174157 0.0247856 0.0173123 0.0192119 0.0174876 0.0165694 0.0211441 0.0170491 0.0194883 0.016371 0.0351008 0.025525 0.0212741 0.0284104 0.0264277 0.0180038 0.013808 0.0132116 0.0130512 0.0162622 0.0117511 0.0119256 0.0176771 0.0419851 0.0175942 0.0157597 0.0150541
threshold=0.11866500000000001 0.10045500000000002 0.15609500000000001 -0.13843999999999998 0.42642000000000008 0.085505000000000012 0.081720000000000015 0.081970000000000015 0.086065000000000016 0.083840000000000012 -0.0091949999999999983 1.0000000180025095e-35 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.24134000000000003 0.14554000000000003 0.056145000000000007 -0.097454999999999986 -0.14179999999999995 -0.0096849999999999974 -0.088694999999999982 0.015440000000000001 1.0000000180025095e-35 -0.085594999999999991 -0.086284999999999987 0.085225000000000009 0.090455000000000021 -0.010034999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 21 6 12 -7 9 10 11 -1 13 14 18 16 17 20 -2 -5 -16 -3 -23 24 25 27 -27 28 -12 -26
right_child=5 2 -4 19 -6 7 -8 -9 -10 -11 23 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0028626827684302743 0.00060384535812772809 0.0035213214135728778 -0.00040157273337668316 0.00070132890366949143 0.0048168184036122899 0.0028456641800414005 0.0036580078466795386 -0.00044085118337534369 0.00076170218867603048 0.006119615561328829 0.0077352313007312745 -0.00080748965720767564 0.0030173351586034354 -0.0029532921324942202 0.0012078396385098158 -0.0016473665158264338 0.0044717403504276471 0.0038951264829269021 -0.0036392395151779058 0.0029158594714341415 -0.0017454542814188505 0.0012595210302539205 -0.0018448103521950543 0.0055969102575909348 0.0029289587912648862 0.0037038957812602366 -0.00015607523491780741 0.0022017358859080733 0.0046063127475402628 0.0038888249900884222
leaf_weight=39 20 20 22 30 21 85 20 20 29 24 22 23 22 31 33 20 31 22 20 458 28 108 20 20 1399 236 32 21 60 185
leaf_count=39 20 20 22 30 21 85 20 20 29 24 22 23 22 31 33 20 31 22 20 458 28 108 20 20 1399 236 32 21 60 185
internal_value=0 0.002951 0.00238348 0.00247674 0.00160184 0.00114404 0.000686789 0.00221966 0.00313537 0.00316877 0.00313401 0.00150117 0.000425008 0.000146807 0.000699124 0.00136086 0.00188862 0.000923841 -0.0015177 0.00277972 -0.000147771 0.00114567 0.000774469 0.00318527 0.00316059 0.00367093 0.003243 0.00478437 0.00544578 0.00304106
internal_weight=0 2769 679 657 169 352 247 105 2090 2061 2037 62 227 205 174 134 114 83 40 488 61 148 128 1975 1955 371 268 103 82 1584
internal_count=3121 2769 679 657 169 352 247 105 2090 2061 2037 62 227 205 174 134 114 83 40 488 61 148 128 1975 1955 371 268 103 82 1584
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=31
num_cat=0
split_feature=4 2 3 2 46 106 149 42 15 0 157 48 151 1 150 42 1208 12 403 0 39 43 16 132 1446 483 50 1453 483 4
split_gain=0.0860446 0.0271425 0.022548 0.0223578 0.019021 0.0186085 0.0163992 0.0161431 0.0166212 0.027265 0.0324974 0.0246845 0.0348851 0.0213575 0.025025 0.018918 0.0157918 0.0155296 0.0164278 0.0211027 0.0200013 0.0226662 0.0165063 0.0161654 0.0159602 0.0141796 0.0166793 0.0140685 0.0177744 0.0143657
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.25063000000000007 0.084955000000000017 0.086340000000000014 0.07770500000000001 0.11387000000000001 0.083195000000000005 -0.13027499999999997 -0.067349999999999979 0.10990500000000002 0.050660000000000004 0.088975000000000012 0.087380000000000013 0.10571500000000002 0.099975000000000008 0.092550000000000007 -0.083124999999999991 -0.085384999999999975 0.091820000000000013 -0.091784999999999992 0.0047850000000000011 0.086775000000000005 0.091725000000000015 0.086310000000000012 -0.099524999999999988 -0.077384999999999995 -0.041389999999999989 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 -2 8 9 10 -1 12 13 -12 -15 -10 -9 18 19 -11 21 22 -20 27 25 26 -19 -23 -29 -30
right_child=3 -3 -4 -5 -6 -7 -8 16 15 17 11 -13 -14 14 -16 -17 -18 24 20 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0018164176193889805 0.001007921709815913 -0.00019109372113951286 0.00085382796474732471 -0.001946468356375893 0.0050890026929076111 4.6498897986916395e-05 0.0036252529306623803 0.0014019746524614417 0.0030635600949542059 0.0028266074900914519 0.0035262917746075478 0.005190997470968536 -0.0022426628168821998 -0.0006392363023060637 0.0037115328633808529 0.0060986521731441227 0.0036781946809864362 0.0040833998969647773 0.0059965267735335266 -0.00089055085409199823 0.001089566477837608 0.0012706537871915652 0.0034651562649135794 0.00089766109127487981 -6.1631126196256698e-05 0.004621000460098946 0.0019779229469984489 0.005408988541199102 0.0043133482704819049 0.0029013293186654909
leaf_weight=26 302 33 65 24 34 26 26 154 931 42 59 21 21 39 20 21 38 43 47 24 46 38 57 34 28 27 301 36 85 473
leaf_count=26 302 33 65 24 34 26 26 154 931 42 59 21 21 39 20 21 38 43 47 24 46 38 57 34 28 27 301 36 85 473
internal_value=0 0.00265969 0.00269407 0.000999812 0.00273886 0.00270856 0.00121539 0.00273506 0.00280512 0.00259395 0.00146258 0.00199542 0.00151263 0.00218095 0.000835601 0.00313051 0.00185248 0.00275823 0.00299241 0.00147491 0.00311515 0.00323616 0.00460914 0.00302176 0.00224056 0.00241431 0.00224111 0.00313603 0.00325537 0.00311642
internal_weight=0 2769 2736 352 2671 2637 328 2611 2419 1467 186 160 139 118 59 952 192 1281 882 66 816 770 104 666 399 371 344 632 594 558
internal_count=3121 2769 2736 352 2671 2637 328 2611 2419 1467 186 160 139 118 59 952 192 1281 882 66 816 770 104 666 399 371 344 632 594 558
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=31
num_cat=0
split_feature=1 46 12 132 454 47 15 16 2 34 51 150 151 13 34 2 12 2 10 31 4 4 0 131 1 15 0 42 1456 1374
split_gain=0.070284 0.0200556 0.0221277 0.0215963 0.0193077 0.0169116 0.0174936 0.0143783 0.0143745 0.0311541 0.0261891 0.0197373 0.0243336 0.017134 0.0126092 0.0210987 0.0163688 0.0269652 0.0161667 0.0133145 0.0115876 0.0138007 0.0134636 0.0174328 0.0210134 0.0378819 0.0182469 0.0372382 0.0239616 0.0162117
threshold=0.12000500000000001 0.084955000000000017 0.078300000000000008 0.092395000000000019 -1.0000000180025095e-35 0.096770000000000009 0.035560000000000008 0.042200000000000008 0.079055000000000014 -0.0011599999999999998 0.10876000000000001 0.08926000000000002 -0.0038099999999999996 0.25761500000000009 -0.038779999999999995 0.116525 -0.42850999999999995 0.31358000000000003 0.09820000000000001 -0.081689999999999985 0.053180000000000012 0.056795000000000005 -0.086074999999999985 0.077555000000000027 0.086105000000000015 0.086085000000000009 -0.086554999999999979 0.085935000000000025 0.088395000000000015 0.085820000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 9 -6 11 13 -13 -10 19 18 -17 -18 -16 -2 22 -22 23 24 26 -26 28 -28 -4 -24
right_child=14 -3 20 -5 5 -7 7 -9 10 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 21 -23 29 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0011071930732578039 0.00089692137932971766 0.005153879580925255 0.0029587422322638304 -0.0010086041031172499 0.002129855301737895 0.004544876171992375 0.0049305810300266434 0.0017512084497138859 0.0024166220056577002 -0.0017443978550311713 0.0054198457027918529 0.0018909783627933418 -0.0019339800186069876 -0.00049921812658960171 0.003114446697282551 0.0032087560906074938 0.00066965564009140014 -0.0030027327583292906 0.00018853540980042174 -0.0026309883281646763 -0.0004360211658817919 0.0021187905877624652 0.0023733165442634675 0.0043537761448353618 -0.0023990292977985172 0.0033113939383138829 0.0078337444034828393 0.0020790086249294487 -0.00029441733301306764 0.0052423430932685734
leaf_weight=20 23 26 400 26 51 26 33 25 240 35 21 39 29 22 69 20 153 23 26 20 23 262 1292 81 21 26 22 23 24 20
leaf_count=20 23 26 400 26 51 26 33 25 240 35 21 39 29 22 69 20 153 23 26 20 23 262 1292 81 21 26 22 23 24 20
internal_value=0 0.00238951 0.00236348 0.0018066 0.0019419 0.00205895 0.00192837 0.00356016 0.0017118 0.000553124 0.00199569 0.00177779 0.000259746 0.00217178 0.000854424 0.00109061 0.000497804 0.000189741 0.00231367 -0.000743967 0.0025074 0.00191261 0.00259619 0.00298989 0.00277579 0.000759928 0.0029778 0.00489244 0.0027746 0.00241705
internal_weight=0 2787 2761 567 541 521 495 58 437 86 351 330 68 262 334 291 196 176 95 43 2194 285 1909 597 516 47 469 45 424 1312
internal_count=3121 2787 2761 567 541 521 495 58 437 86 351 330 68 262 334 291 196 176 95 43 2194 285 1909 597 516 47 469 45 424 1312
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 12 47 4 4 4 2 4 0 2 14 15 47 1 2 0 43 2 40 0 4 3 16 3 4 16
split_gain=6.60933 0.776243 0.658617 0.434961 0.420801 0.266523 0.245104 0.230161 0.199156 0.167178 0.131572 0.133311 0.122161 0.134927 0.121336 0.116481 0.115444 0.0862431 0.0649545 0.0601047 0.058404 0.0974105 0.0569894 0.084016 0.0560019 0.0518946 0.0697291 0.0517041 0.0510875 0.048774
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.090285000000000018 0.12958500000000003 0.40124500000000002 -0.17966999999999997 0.033845000000000007 0.14838000000000004 0.27834500000000006 -0.068189999999999987 0.10252500000000002 0.076175000000000007 0.13592500000000005 0.077555000000000013 0.14089500000000002 0.113445 -0.13027499999999997 -0.04890499999999999 0.11177500000000001 -0.074429999999999982 -0.23001499999999997 -0.059649999999999988 -0.13927999999999999 -0.073404999999999984 0.084940000000000015 -0.036839999999999991 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 16 14 10 28 -6 15 11 -3 13 22 19 25 18 -8 24 -4 -2 -22 -10 -24 -1 -7 -27 -26 -5 -12
right_child=1 6 5 7 8 9 17 -9 12 -11 29 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00050252230276408435 0.00020652351056531294 0.00026391910508524605 0.00040785412181685519 0.00051609729193125811 0.00048619888868029149 0.00052380827635188339 0.00036773811917570765 0.00024757370569360989 0.00032102190552529971 0.0004034993605680312 0.00012128701850746172 0.00013803584837789019 0.00021207400618501905 0.00027724322497698608 0.00060201648524299404 0.000333555576606683 0.00057861836598159652 0.00019785738751000047 0.00033977167350730824 0.0005015290672399003 0.00039361840555587126 0.00024668144713330077 0.00034468737494082474 0.00049474673521449314 0.00045361880664045553 0.00049289495929985148 0.00045318466370654321 0.00034127422720611262 0.00041639319821900012 2.5388274709644228e-05
leaf_weight=64 77 45 27 29 31 76 27 29 29 171 44 115 35 72 46 23 29 20 20 1068 22 82 26 32 63 293 405 21 62 38
leaf_count=64 77 45 27 29 31 76 27 29 29 171 44 115 35 72 46 23 29 20 20 1068 22 82 26 32 63 293 405 21 62 38
internal_value=0 0.000238459 0.000468912 0.000308148 0.000398202 0.000483061 0.000165875 0.00039969 0.000340265 0.00045913 0.00014071 0.000173441 0.000316946 0.000340031 0.000503364 0.000471066 0.000464373 0.000295448 0.000444652 0.000499219 0.000247457 0.000277764 0.000391993 0.000427479 0.000458825 0.000475152 0.000469854 0.000425533 0.000448167 7.68461e-05
internal_weight=0 590 2531 301 422 2109 289 120 225 968 242 160 194 159 1141 797 197 47 168 1095 181 104 87 58 148 774 698 84 91 82
internal_count=3121 590 2531 301 422 2109 289 120 225 968 242 160 194 159 1141 797 197 47 168 1095 181 104 87 58 148 774 698 84 91 82
is_linear=0
shrinkage=0.00196078


Tree=9587
num_leaves=31
num_cat=0
split_feature=4 3 9 160 44 2 48 121 40 4 159 1447 42 0 3 15 0 41 4 1455 41 130 149 133 13 4 3 16 52 12
split_gain=0.077113 0.0242702 0.0241446 0.0229588 0.0179771 0.0169056 0.0165541 0.0150878 0.0183799 0.014876 0.0203889 0.0207971 0.0183204 0.019586 0.0184578 0.0374302 0.018258 0.0163758 0.0278865 0.017262 0.0166922 0.0163177 0.0141371 0.0141038 0.0378328 0.0316051 0.0188556 0.0185775 0.0243727 0.018382
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.079055000000000014 0.081805000000000017 0.25063000000000007 0.14871000000000004 -1.0000000180025095e-35 0.051255000000000002 -0.073934999999999987 -0.085489999999999997 -0.085804999999999979 0.11649000000000002 -0.055064999999999996 0.092670000000000016 -0.0088349999999999974 -0.010949999999999998 0.085095000000000018 -0.52556499999999995 -0.037084999999999993 0.075585000000000013 -0.081769999999999995 0.07770500000000001 -0.071719999999999992 -0.089109999999999981 -0.081984999999999988 -0.079864999999999978 -0.088704999999999992 0.086635000000000004 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 22 7 -4 9 10 -9 -12 14 -14 16 -16 21 18 -13 -20 23 -11 -2 26 25 -25 29 28 -26 -21
right_child=5 -3 4 -5 -6 -7 -8 8 -10 12 11 17 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0014242291920176099 0.00094694156664114197 0.00074911110821994961 0.0053402827394893396 0.0029798822064185516 0.0047729875975116888 -0.0016098670574137943 -0.00028378120390698313 0.0051395895556570629 -1.2344899759800346e-05 7.6134575996547943e-05 0.00012217035650142601 0.0063100477821232447 -0.00015260093858606133 0.0034560219484514425 0.0025823073345236482 -0.0027623325801687318 -0.00043747297953814266 5.2853603265248245e-05 0.0054000365834396616 0.002578677871181002 0.0055091852724382826 0.0026554386822894419 0.0033770558854135189 0.0028961618053948597 0.0030671033487305981 -0.0021283057841262032 0.0055019662298339735 0.0024964215195592823 0.0069581964794038376 0.005237888054914713
leaf_weight=29 302 75 20 20 38 24 20 39 27 25 28 24 53 21 38 20 20 20 26 161 22 1298 26 21 60 31 36 544 22 31
leaf_count=29 302 75 20 20 38 24 20 39 27 25 28 24 53 21 38 20 20 20 26 161 22 1298 26 21 60 31 36 544 22 31
internal_value=0 0.00252348 0.00257288 0.000373367 0.00261362 0.000952111 0.00258215 0.0026043 0.00258299 0.00261058 0.00289538 0.00281007 0.00240494 0.000871468 0.00248593 0.000739328 0.00256137 0.00288549 0.00294341 0.00285872 0.00278752 0.0026067 0.00113957 0.00272143 0.00249263 -9.91939e-05 0.00340181 0.00270792 0.00411106 0.00300803
internal_weight=0 2769 2694 49 2645 352 2607 2587 2567 2540 1065 1026 1475 74 1401 58 1343 998 978 954 928 1323 328 906 678 52 228 626 82 192
internal_count=3121 2769 2694 49 2645 352 2607 2587 2567 2540 1065 1026 1475 74 1401 58 1343 998 978 954 928 1323 328 906 678 52 228 626 82 192
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=31
num_cat=0
split_feature=1 2 48 14 0 1 13 0 401 4 4 3 1 50 3 43 16 16 51 150 159 13 43 11 156 475 474 3 131 130
split_gain=0.0643898 0.0193276 0.0164376 0.014335 0.0155859 0.0280354 0.0472433 0.0167712 0.0261795 0.039578 0.0283229 0.0217189 0.0226883 0.0186934 0.0164281 0.0156259 0.0192264 0.0152859 0.0168763 0.0141348 0.0139831 0.0133141 0.0282341 0.0191146 0.0192426 0.0205861 0.0196757 0.0137722 0.0133692 0.0130784
threshold=0.12000500000000001 0.10803500000000001 0.13400000000000004 0.076175000000000007 -0.13027499999999997 0.083135000000000014 -0.015039999999999998 -0.076579999999999995 0.080710000000000018 -0.39518999999999993 -0.14098499999999997 -0.13927999999999999 0.093700000000000019 0.089465000000000017 -0.077644999999999978 -0.14169499999999999 -0.080789999999999987 -0.062804999999999986 -0.016074999999999996 -0.090724999999999986 0.076905000000000015 0.10820000000000002 -0.23229999999999998 0.090070000000000025 0.013700000000000002 -0.07675499999999999 0.037915000000000011 -0.067429999999999976 0.10033500000000002 -0.072444999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 4 5 20 -7 19 9 11 -11 12 -9 15 -15 -12 -17 -18 -19 -6 -1 23 -23 24 26 -26 28 -27 -3 -21
right_child=-2 2 -4 -5 7 6 -8 8 -10 10 13 -13 -14 14 -16 16 17 18 -20 29 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.005218081544929495 0.00079955739199363731 0.0017372000635506994 -0.0010603817246322121 0.0036225100650659038 0.0050963831490910463 -0.0037941960641182959 0.0014931399536873384 0.0076163383810559206 -0.0016206578980199995 -0.0012497249701375361 0.0038387981445892998 0.0025588155406294395 0.0033592531217202064 0.0041324753869975096 0.0010635735300288966 -0.0013496406185108103 0.0029412169073361394 0.0024905753138653461 0.00018940784726197824 0.0037876148200302849 0.0017277696243995291 0.002418899967893527 -0.0024071532894264572 0.0046205113946388553 -0.0024026545984088443 -0.00024786830375281478 0.0051909771398641171 0.003176506912416738 0.0043641809773232254 0.0024738174140524548
leaf_weight=24 334 250 21 90 22 20 109 21 20 34 23 100 31 53 26 28 51 47 99 80 22 27 22 26 20 24 20 23 21 1433
leaf_count=24 334 250 21 90 22 20 109 21 20 34 23 100 31 53 26 28 51 47 99 80 22 27 22 26 20 24 20 23 21 1433
internal_value=0 0.00226887 0.0016719 0.00238504 0.00233538 0.00142922 0.000673398 0.00241207 0.00192879 0.00206717 0.00149722 0.0034208 0.00507846 0.00178283 0.00312246 0.0013561 0.00110231 0.00145081 0.000930195 0.00257988 0.0035488 0.00180441 0.000252101 0.0020025 0.00181236 0.000284444 0.00216415 0.00142789 0.00194077 0.00254328
internal_weight=0 2787 454 2333 2243 175 129 2068 533 513 361 152 52 327 79 248 225 197 146 1535 46 433 49 384 358 67 291 47 271 1513
internal_count=3121 2787 454 2333 2243 175 129 2068 533 513 361 152 52 327 79 248 225 197 146 1535 46 433 49 384 358 67 291 47 271 1513
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=31
num_cat=0
split_feature=4 2 3 3 43 3 12 16 16 483 4 49 52 49 158 128 1427 157 52 43 159 1447 156 157 0 13 4 43 0 484
split_gain=0.052567 0.0188532 0.0138417 0.0137781 0.0151201 0.0201691 0.0185556 0.0188687 0.0129818 0.0278192 0.0181115 0.0180708 0.0150029 0.0369936 0.0146506 0.0181463 0.0196956 0.021932 0.0161192 0.0306313 0.0187841 0.0342015 0.0225125 0.0240953 0.0198045 0.0175784 0.0332357 0.0213551 0.0148509 0.0165887
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.63141500000000017 -0.05647499999999999 -0.0025099999999999996 0.10016000000000001 -0.27167499999999994 -0.071359999999999993 0.083960000000000021 -0.0078799999999999981 -0.23803499999999997 -0.53964499999999982 -0.14811499999999997 0.085410000000000014 0.11170500000000001 0.088585000000000011 -0.097649999999999987 0.51307000000000014 -0.066504999999999995 -0.085489999999999997 -0.085024999999999989 0.088305000000000008 -0.082009999999999986 -0.083554999999999977 -0.085744999999999988 -0.073104999999999989 -0.079734999999999986 -0.14920999999999998 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -2 -6 -8 9 -1 -11 -10 -13 -14 15 16 17 -15 20 -20 25 -22 28 -24 -25 -19 -27 -28 -23 -30
right_child=3 -3 -4 -5 6 -7 7 -9 11 10 -12 12 13 14 -16 -17 -18 18 19 -21 21 22 23 24 -26 26 27 -29 29 -31
leaf_value=0.0022390743834060007 0.00087402046376427144 -0.0003291332508634889 0.00063360675524633671 -0.0017996471095830203 0.001912177248489781 -0.0018874941759828578 -0.0023750231783513146 0.0018247594579588623 0.0045310940727806438 0.0068454989464953545 0.0032745106168309878 0.0027558485569213246 -0.0024059342937627144 -0.00089458283728163226 0.0026732111841242428 -0.0012201523563514153 0.0045806186113622974 0.00067660493280171708 0.0019075923284296607 -0.003024429880897515 -0.0018682334385700346 0.0040896676554852589 -0.0018686422174082947 -0.00078960066270415815 0.0024580884197922918 0.0071296955014324998 0.0052538915933109821 0.0012518473251839168 0.0017335153748157717 0.003179817998074673
leaf_weight=1090 87 33 65 20 164 38 23 20 26 20 49 170 21 32 176 21 24 23 34 20 26 33 31 28 57 22 20 40 617 91
leaf_count=1090 87 33 65 20 164 38 23 20 26 20 49 170 21 32 176 21 24 23 34 20 26 33 31 28 57 22 20 40 617 91
internal_value=0 0.00204679 0.00207545 0.0007494 0.000902957 3.452e-05 0.00142738 -0.000421636 0.00211053 0.00236234 0.00430958 0.00191752 0.00187179 0.00175759 0.0018251 0.00169171 0.0017474 0.00168409 0.00176328 8.09174e-05 0.00185523 0.00170487 0.00181327 0.000517882 0.00138826 0.00311969 0.00380494 0.00258586 0.00201606 0.00191941
internal_weight=0 2769 2736 352 332 125 207 43 2671 1159 69 1512 1486 1316 1295 1119 1098 1074 1042 54 988 883 857 116 85 105 82 60 741 708
internal_count=3121 2769 2736 352 332 125 207 43 2671 1159 69 1512 1486 1316 1295 1119 1098 1074 1042 54 988 883 857 116 85 105 82 60 741 708
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=31
num_cat=0
split_feature=2 15 0 16 14 39 3 130 4 1 51 15 11 48 15 1443 51 3 52 148 159 0 455 49 3 43 1 52 151 151
split_gain=0.0430993 0.0308171 0.0262652 0.0252934 0.0363352 0.0223277 0.0152616 0.0150337 0.015095 0.0184611 0.0171268 0.0146253 0.0222636 0.0186409 0.0162005 0.0143973 0.0137952 0.0200767 0.0135356 0.0134732 0.0134072 0.0131524 0.0130655 0.0160906 0.0193444 0.021856 0.018765 0.0176985 0.0153459 0.0302521
threshold=0.12043500000000001 -0.41942499999999994 0.062580000000000011 -0.4714549999999999 -0.23801999999999998 -0.020804999999999994 0.31299000000000005 -0.073054999999999981 0.53859500000000016 0.10752500000000002 0.097935000000000008 -0.13578499999999996 0.077695000000000014 0.093015000000000014 -0.037864999999999989 0.092480000000000021 0.11794000000000002 -0.080934999999999993 -1.0000000180025095e-35 0.088095000000000021 0.089270000000000016 -0.062294999999999996 0.093105000000000007 -0.014169999999999999 -0.082039999999999988 -0.09002499999999998 0.085475000000000009 -0.016949999999999996 -0.083134999999999987 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 -2 11 -7 9 18 20 12 -3 15 16 19 17 -15 -9 22 -11 -12 23 24 25 -13 -26 -27 -25 -30
right_child=2 6 -4 4 -6 7 -8 8 -10 10 21 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 28 26 27 -28 -29 29 -31
leaf_value=0.0021382562413353487 -0.0021146638091127184 0.0023606549774105486 -0.0026787285735322673 0.001337822320901098 -0.003465902931384335 -0.0010502488256014628 -5.5762033503598129e-05 0.0036623284966947559 0.0034223387303251411 -0.00093489744676611376 0.0035898735119889568 0.0019597521570089852 0.0055708968155086039 0.0032749718297660972 -0.0010589424611276222 0.0045490562871453311 0.0035047186005006861 -0.00010940446670596989 0.0010600112945767029 0.0043266728125593585 0.0013359225367028744 0.00030702951607172908 0.0043767045385071212 0.0029443922566133552 0.003514728134177858 -0.0034393286553677169 0.0011752544779058856 7.0594249557995913e-05 -0.0014947181533968364 0.0019412584319758977
leaf_weight=39 23 159 22 31 32 29 39 39 31 78 26 42 25 24 36 21 24 65 41 23 39 23 21 150 48 20 120 51 26 1774
leaf_count=39 23 159 22 31 32 29 39 39 31 78 26 42 25 24 36 21 24 65 41 23 39 23 21 150 48 20 120 51 26 1774
internal_value=0 0.0018427 0.00066648 0.00013682 -0.00110217 0.000890172 0.00190792 0.00111603 0.00134282 0.00108077 0.000479382 0.00193705 0.00279683 0.00187234 0.000788452 0.00194268 0.001377 0.000803236 0.00232864 0.00191863 -0.000177957 0.00204895 0.00189403 0.00187066 0.00116321 0.000151534 0.00184368 -0.000918116 0.00197261 0.00189163
internal_weight=0 2770 351 102 63 329 2668 306 277 246 166 2629 184 2445 149 2296 113 89 80 2275 117 49 2252 2231 281 113 168 71 1950 1800
internal_count=3121 2770 351 102 63 329 2668 306 277 246 166 2629 184 2445 149 2296 113 89 80 2275 117 49 2252 2231 281 113 168 71 1950 1800
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 1 2 14 2 2 1 0 4 1 11 50 2 1 3 1 1 2 1 3 4 2 4 2 1447
split_gain=16.8193 2.60982 1.50855 1.28549 0.986112 0.746853 0.588556 0.573647 0.527718 0.474182 0.339839 0.27713 0.354434 0.272858 0.225761 0.222477 0.18073 0.175164 0.150965 0.14882 0.124906 0.120075 0.115405 0.104997 0.0996447 0.0977378 0.0967847 0.0856198 0.077165 0.071845
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14285500000000004 0.098630000000000009 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10613000000000002 0.13501500000000002 0.089625000000000024 -0.10607499999999999 -0.15289999999999995 0.12337000000000002 0.081790000000000015 0.041865000000000006 0.094835000000000017 0.12000500000000001 0.11658 0.12958500000000003 0.13265500000000002 0.089525000000000007 0.13075500000000004 -0.10831999999999999 -0.036839999999999991 0.31358000000000003 0.018150000000000003 -1.0000000180025095e-35 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 8 17 18 11 20 15 22 -13 -11 25 19 26 -4 -3 24 -9 -15 -1 -5 -7 -2 -6 -26 -14 -24
right_child=1 4 6 23 16 10 -8 9 -10 13 -12 12 28 21 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0029073041651645022 0.0028980081642375269 0.0024652694097531385 0.0029226579112944262 0.0025337347836276287 0.002262306404972107 0.0027168276393075915 0.002527581262432672 0.0027633795344980806 0.0030490462656534156 0.002698302117048525 0.0026275995150470688 0.0026454087699494776 0.0027432830044717498 0.0024771420875422528 0.0026334938313879652 0.0029492199810501793 0.0024076192447322889 0.0027135602209158159 0.0022975160494066037 0.0026657860736553074 0.0025680966353883931 0.0023243488659740815 0.002959377713063184 0.0023802816965221578 0.0028545377260934188 0.0027834485201309531 0.0021153217534613765 0.0027885952591023876 0.0028642770899709124 0.0028630434193795944
leaf_weight=1009 50 30 24 60 61 36 66 34 78 20 39 35 22 141 27 45 26 43 66 28 20 23 32 24 174 67 24 134 257 426
leaf_count=1009 50 30 24 60 61 36 66 34 78 20 39 35 22 141 27 45 26 43 66 28 20 23 32 24 174 67 24 134 257 426
internal_value=0 0.00251208 0.00286208 0.00268266 0.00242468 0.00287374 0.002659 0.00247789 0.00289118 0.0025295 0.00280263 0.00288427 0.0028314 0.00248208 0.00279511 0.002819 0.00226456 0.00278846 0.00234994 0.00280325 0.00269105 0.00245571 0.00289559 0.00248989 0.00281444 0.00283241 0.0022208 0.00282585 0.00285474 0.00286977
internal_weight=0 673 2448 228 445 2315 133 334 1859 238 456 1781 314 184 144 417 111 67 96 372 54 164 1467 84 344 117 85 308 279 458
internal_count=3121 673 2448 228 445 2315 133 334 1859 238 456 1781 314 184 144 417 111 67 96 372 54 164 1467 84 344 117 85 308 279 458
is_linear=0
shrinkage=0.00196078


Tree=9592
num_leaves=31
num_cat=0
split_feature=4 2 130 1424 49 159 0 401 4 4 3 1 0 403 43 50 151 475 12 13 0 2 160 2 150 484 160 43 3 13
split_gain=0.062084 0.0202443 0.0200349 0.0179477 0.0161245 0.0172518 0.0154836 0.022304 0.0331714 0.0440723 0.0263718 0.0261015 0.023969 0.0147776 0.0264558 0.0238132 0.0157416 0.0145026 0.0188036 0.0148153 0.0181246 0.014412 0.0138383 0.0165793 0.0203725 0.0134987 0.0204026 0.0165346 0.0231353 0.0162658
threshold=0.27287000000000006 0.10774000000000002 -0.0091299999999999975 1.0000000180025095e-35 0.14321000000000003 -0.094234999999999985 -0.076579999999999995 0.080710000000000018 -0.17966999999999997 -0.14098499999999997 -0.14186499999999996 0.088340000000000016 -0.019414999999999998 -0.072624999999999981 -0.036954999999999995 0.089465000000000017 -0.086824999999999986 -0.081364999999999979 0.096210000000000004 -0.077799999999999994 -0.059114999999999994 0.25063000000000007 -0.061284999999999992 0.10912000000000001 0.091355000000000006 0.096415000000000015 -0.23686999999999997 -0.05647499999999999 -0.0025099999999999996 -0.41572999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -4 -1 8 10 -10 11 -8 13 14 15 -11 -15 -18 19 -19 -21 25 -7 -24 -25 26 -2 28 -28 -29
right_child=21 2 4 -5 -6 22 7 -9 9 12 -12 -13 -14 16 -16 -17 17 18 -20 20 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.0044105735700773708 0.0059284335584379733 0.00053925438301770812 0.0066816255117633522 0.0070140298902212342 0.0016814649156812165 0.0022067814267596559 0.009852805277332663 0.00068334720139815049 -0.0010327233081971784 0.0019250605999129929 0.0042805073779063523 0.0051569278331890962 0.00063318443608295638 0.0061326217325404289 0.0067922484616987234 0.0060443296380665 0.0056831440777473513 0.003924643186231455 0.0037384511178507555 -0.00077172465201827791 0.0029812875161455438 0.0004007071605883539 0.0017079152118671557 0.0045456833945710816 0.0019980285924652385 0.0007973340615906098 0.0028748441018361711 0.0012814469964660962 -0.00047435225530837979 0.0038658257058398851
leaf_weight=1754 24 21 21 24 36 51 20 22 21 36 109 29 24 20 43 23 21 21 110 31 22 24 29 245 36 27 66 29 30 152
leaf_count=1754 24 21 21 24 36 51 20 22 21 36 109 29 24 20 43 23 21 21 110 31 22 24 29 245 36 27 66 29 30 152
internal_value=0 0.00417616 0.00355323 0.00429352 0.00370465 0.00389532 0.00426521 0.0038033 0.00393281 0.00341723 0.00514672 0.00707361 0.00368346 0.00390734 0.00490577 0.00353088 0.00345471 0.00319345 0.0029093 0.00167679 0.000786129 0.0027662 0.00373323 0.00398436 0.00421929 0.00293929 0.00313143 0.00288909 0.00182822 0.00345175
internal_weight=0 2769 439 2330 418 382 2306 552 530 372 158 49 351 327 102 59 225 205 184 74 53 352 361 310 281 328 301 277 96 181
internal_count=3121 2769 439 2330 418 382 2306 552 530 372 158 49 351 327 102 59 225 205 184 74 53 352 361 310 281 328 301 277 96 181
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 14 1 2 39 49 50 0 49 1 4 13 3 40 0 156 48 2 15 52 52 16 13
split_gain=3.58582 0.612469 0.278552 0.264363 0.249 0.179899 0.148332 0.147922 0.11456 0.0960463 0.0945586 0.0726239 0.0640802 0.0623418 0.0550399 0.116582 0.075838 0.0732759 0.0533721 0.0608635 0.0497634 0.049279 0.0434717 0.0640385 0.0398324 0.0430144 0.0387064 0.046729 0.0449056 0.0399039
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.092845000000000025 0.14122000000000004 0.096625000000000016 -0.054984999999999992 0.041865000000000006 -0.10607499999999999 0.082865000000000008 0.083345000000000016 0.0082450000000000006 -0.090639999999999984 -0.017889999999999996 -0.077474999999999988 -0.085669999999999982 -0.023004999999999994 0.093265000000000015 0.11411 -0.41942499999999994 -0.56176499999999996 0.0031350000000000002 -0.080509999999999984 -0.052719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 8 20 -8 14 -5 26 18 -2 -6 15 16 -1 21 -9 -20 -3 -16 -23 -24 -4 -26 -7 29 -29 -28
right_child=1 4 24 9 13 10 7 11 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00040739077612075928 0.00028207620143208626 0.00020482448880595696 0.00029068856914206669 0.00038013957768074562 8.6420676336179366e-05 0.00045093625303910891 0.00033806147464555194 0.00018937288805197399 0.0004888465363702435 0.00025228476076260295 0.00028168811444558348 0.00013928529655922651 0.00039255340299351233 0.00020311187346067313 0.00043396500597260362 0.00047339986206269732 0.00030331767169894408 0.00036483990368302603 0.00017125377375068086 0.00028559489115662534 0.00011599604775491847 0.00047356938272500828 0.00041161912959207904 0.0003305417531890567 0.00025388859111646932 0.00014290354327828276 0.00038711841799065445 0.00044073246603220192 0.00037474641970685832 0.00032901676332525837
leaf_weight=45 24 48 31 37 75 28 57 53 79 58 41 32 127 23 554 36 67 102 22 96 49 41 945 39 29 25 79 62 110 107
leaf_count=45 24 48 31 37 75 28 57 53 79 58 41 32 127 23 554 36 67 102 22 96 49 41 945 39 29 25 79 62 110 107
internal_value=0 0.000243397 0.000324453 0.000403474 0.000201355 0.000407599 0.000225388 0.0002498 0.000415741 0.000302081 0.000371218 0.000225018 0.000374994 0.000113807 0.000412583 0.000376333 0.000345133 0.000415775 0.000241061 0.000264277 0.000159952 0.000419065 0.000411012 0.000408406 0.000234667 0.000202507 0.000380728 0.000375237 0.000398532 0.000353694
internal_weight=0 691 236 2430 455 2335 357 260 1908 95 427 203 151 98 1829 148 112 1681 171 118 97 1579 1025 984 85 54 386 358 172 186
internal_count=3121 691 236 2430 455 2335 357 260 1908 95 427 203 151 98 1829 148 112 1681 171 118 97 1579 1025 984 85 54 386 358 172 186
is_linear=0
shrinkage=0.00196078


Tree=9594
num_leaves=31
num_cat=0
split_feature=4 2 4 52 3 49 149 10 15 3 1 41 3 457 1209 13 13 1209 52 3 3 15 42 1213 160 4 133 43 160 12
split_gain=0.0629182 0.0202796 0.0179662 0.0220873 0.0147006 0.0184132 0.0141852 0.0136698 0.0135529 0.0169931 0.0373456 0.0266987 0.0163165 0.0197384 0.0165318 0.014548 0.0176248 0.0147272 0.0224443 0.0190703 0.0581085 0.0266875 0.026056 0.0413534 0.0338298 0.0442629 0.0442145 0.0185305 0.015787 0.0258687
threshold=0.27287000000000006 0.12043500000000001 0.10528000000000001 -0.42635499999999998 -0.07359499999999998 0.15021500000000002 0.07770500000000001 -0.079859999999999987 0.035560000000000008 -0.12018999999999998 0.085475000000000009 0.079395000000000007 0.092670000000000016 0.092360000000000012 0.091045000000000001 0.0076650000000000008 -0.017449999999999997 0.083050000000000013 0.086635000000000004 -0.080634999999999984 -0.081234999999999988 0.088990000000000014 0.090690000000000007 0.052820000000000013 -0.014869999999999998 -0.082769999999999982 -0.015164999999999998 -0.011694999999999999 -0.54200499999999985 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 -6 7 -2 12 10 11 -10 14 -14 -1 16 17 19 -19 20 22 -21 23 24 25 -11 -26 -24 -23 -30
right_child=6 2 -4 4 5 -7 -8 -9 9 15 -12 -13 13 -15 -16 -17 -18 18 -20 21 -22 28 27 -25 26 -27 -28 -29 29 -31
leaf_value=0.0040616547334130478 0.00067393804634682461 0.0053691975557460239 0.0058626173622906216 -2.2736680693924427e-06 0.0032462794431315466 -8.9084475766867407e-05 0.0047758894394584264 0.0026701165113001738 0.0060374302174230777 0.0095409081340767452 0.0095097603136673568 0.0017371266969183289 0.0033800100262507704 5.4661000502251443e-05 0.0012332859803878126 0.0031880353366496635 0.0049626784994239543 0.0037479889928363264 0.0072155124005595485 0.007629081082995981 -0.00089645946941648924 0.0068262269324623056 0.0070613921114376617 -0.00068831794762142342 0.0044246264731135363 0.0033340444132961612 -0.0002997593372128904 0.0034074678204690473 0.0025197110366185801 0.004734304874445306
leaf_weight=1298 39 26 20 25 96 20 28 285 42 20 20 22 119 21 21 113 340 40 35 24 30 20 35 24 52 27 32 23 85 139
leaf_count=1298 39 26 20 25 96 20 28 285 42 20 20 22 119 21 21 113 340 40 35 24 30 20 35 24 52 27 32 23 85 139
internal_value=0 0.00403585 0.00303024 0.00269104 0.00219719 0.00267122 0.00261645 0.00242984 0.00410868 0.00436982 0.00573791 0.0045592 0.00390767 0.00288121 0.00401662 0.00425921 0.00438993 0.00405761 0.00536617 0.00386556 0.003224 0.00444726 0.00380435 0.00312778 0.00382691 0.00597526 0.00262486 0.00561242 0.0041343 0.00389395
internal_weight=0 2769 187 167 141 116 352 324 2582 1123 84 64 1459 140 1319 1039 926 586 75 511 243 268 213 155 131 47 84 58 244 224
internal_count=3121 2769 187 167 141 116 352 324 2582 1123 84 64 1459 140 1319 1039 926 586 75 511 243 268 213 155 131 47 84 58 244 224
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=31
num_cat=0
split_feature=1 2 11 401 1 0 1444 1210 1444 16 1210 1 2 12 2 1213 475 0 2 49 1429 4 2 43 12 1212 1213 1453 403 1210
split_gain=0.0515954 0.0172642 0.0178197 0.0152219 0.0162972 0.0234352 0.0229389 0.0223243 0.0188438 0.0152497 0.0146621 0.0138928 0.0138462 0.0309062 0.0192501 0.0178014 0.013814 0.0319861 0.04815 0.0221079 0.0149142 0.0138516 0.0322591 0.0218441 0.0419051 0.0302559 0.0198485 0.0177695 0.0146505 0.0282172
threshold=0.11866500000000001 0.097070000000000004 0.080455000000000013 0.084905000000000022 0.080270000000000022 -0.15350499999999997 -0.083144999999999983 -0.062539999999999984 -0.050539999999999995 -0.18708499999999997 0.079790000000000014 0.10727500000000002 0.084055000000000005 0.086095000000000019 0.084715000000000013 -0.073474999999999985 -0.085684999999999997 -0.087414999999999979 0.087545000000000026 0.10969000000000002 -1.0000000180025095e-35 -0.082769999999999982 0.083995000000000014 -0.0051099999999999991 0.083815000000000014 0.089785000000000018 0.087020000000000014 -1.0000000180025095e-35 -0.53101999999999994 -0.05860499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6 -9 11 16 -10 13 -5 -14 -15 17 -8 -19 20 -18 23 -23 24 -22 26 -26 -24 -29 -30
right_child=-2 -3 -4 12 7 6 10 8 9 -11 -12 -13 14 15 -16 -17 19 18 -20 -21 21 22 27 -25 25 -27 -28 28 29 -31
leaf_value=0.0071072435091164982 0.002347806594037717 0.0032372461060680654 0.0054876875211387725 0.0090010982658714055 0.0005761661675448219 0.0005376167151899565 0.0024846405099981047 0.0059043747892636549 -0.00040719480187233008 0.0033907535221909973 0.0063188028977795817 0.0032754742482211442 0.0012266759490805934 0.0065808035372553961 0.0045094152880636486 0.0029786566957173983 0.0062187090571969757 0.0032478762716478247 0.0096044143590216461 0.0012834509284908159 0.0086275030737742783 0.00037672629259759565 0.0060514541985145932 0.002686150106243216 0.0043778452814180165 0.0016589038885690063 0.007337407092563808 0.001095255023877447 0.0061733330681454394 0.0034070866364715384
leaf_weight=22 352 788 60 20 30 21 29 28 21 532 24 20 22 23 95 34 25 22 26 36 25 32 29 65 141 36 27 24 40 472
leaf_count=22 352 788 60 20 30 21 29 28 21 532 24 20 22 23 95 34 25 22 26 36 25 32 29 65 141 36 27 24 40 472
internal_value=0 0.00363315 0.00379063 0.00373763 0.00364328 0.00387637 0.00381019 0.00323843 0.00337132 0.00324754 0.00387545 0.00138923 0.00457751 0.00561889 0.00389215 0.00443215 0.00381846 0.00510679 0.006691 0.00371426 0.0038098 0.00374221 0.00346551 0.00430406 0.00476329 0.00428974 0.00485349 0.00364045 0.00351001 0.0036232
internal_weight=0 2769 1981 1921 1727 1096 1074 631 601 573 1053 41 194 77 117 57 1029 77 48 952 916 891 597 294 229 204 168 565 536 512
internal_count=3121 2769 1981 1921 1727 1096 1074 631 601 573 1053 41 194 77 117 57 1029 77 48 952 916 891 597 294 229 204 168 565 536 512
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=31
num_cat=0
split_feature=4 3 9 123 44 1 16 483 40 52 3 4 42 16 49 51 48 48 51 130 133 13 43 12 12 1213 13 1209 12 12
split_gain=0.0444176 0.0162128 0.0182151 0.0209054 0.0160678 0.0150077 0.0136743 0.0225839 0.0170199 0.0160142 0.0156997 0.0551888 0.015086 0.0140822 0.0135461 0.0182944 0.0196564 0.023053 0.0170649 0.0146253 0.0138406 0.0221805 0.0232802 0.0188854 0.0257729 0.0257832 0.026664 0.0298867 0.0174866 0.0256242
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.081805000000000017 0.08592000000000001 -0.071359999999999993 0.083960000000000021 0.051255000000000002 -0.080979999999999983 0.10893000000000001 -0.031404999999999995 0.11551500000000002 -0.12029499999999999 0.09567500000000001 0.11794000000000002 0.097500000000000017 0.088825000000000015 0.090230000000000019 0.10383500000000001 -0.071719999999999992 -0.089109999999999981 -0.0064299999999999991 0.084225000000000008 0.085440000000000016 0.11146500000000001 -0.086919999999999983 -0.074484999999999982 0.09364500000000002 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 7 9 10 -4 12 -12 -8 -9 15 16 17 20 -19 -16 28 22 -22 -23 -25 26 -26 -28 -11 -30
right_child=5 -3 4 -5 -6 -7 8 13 -10 14 11 -13 -14 -15 19 -17 -18 18 -20 -21 21 23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00087979684467427439 0.0042673932630956793 0.0018088758333063084 0.0014595489973496451 0.003308639510606344 0.005396057857739691 0.0019360735916948753 0.0033197374239138074 0.0041401521959461467 0.00068237858774539617 0.003792267338049154 0.0043233068151123542 -0.0026074000599328427 0.0019947277409221938 0.0070795744125332159 0.0032271375648168371 0.0062624868494192652 0.00086222141057637957 0.0080527024762704971 0.0040167150971352717 5.710734139111909e-05 0.0032267853684191197 0.0053731329368465414 -0.00032251571079320982 0.00084843878061152418 0.0067738161555358353 0.0061758396914228797 0.00037259342627496357 0.0034030159024207836 0.0086050007259473212 0.0036035901534238034
leaf_weight=22 30 73 38 26 38 347 1302 39 28 218 27 20 92 28 43 26 26 20 22 22 42 49 33 39 21 34 36 339 20 21
leaf_count=22 30 73 38 26 38 347 1302 39 28 218 27 20 92 28 43 26 26 20 22 22 42 49 33 39 21 34 36 339 20 21
internal_value=0 0.0032792 0.00331938 0.00138894 0.00335471 0.00212159 0.0033247 0.00358858 0.00312423 0.00347489 0.00317168 0.00137407 0.00323229 0.00536857 0.00355064 0.00364659 0.00357266 0.00365149 0.00593861 0.0021542 0.00353874 0.00327238 0.00166509 0.00350509 0.00330992 0.00353317 0.00330628 0.0031121 0.00414861 0.0060433
internal_weight=0 2744 2671 48 2623 377 2585 1116 1469 1049 1441 47 1394 67 1011 946 920 894 42 65 852 593 75 518 469 430 396 375 259 41
internal_count=3121 2744 2671 48 2623 377 2585 1116 1469 1049 1441 47 1394 67 1011 946 920 894 42 65 852 593 75 518 469 430 396 375 259 41
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=31
num_cat=0
split_feature=96 2 41 0 39 484 4 4 15 42 0 455 49 4 1374 133 152 3 3 475 160 49 1456 52 149 9 133 2 16 16
split_gain=0.0403817 0.0335485 0.0245583 0.035297 0.0242644 0.0279208 0.0266104 0.0200415 0.0202431 0.0141217 0.0138062 0.0136443 0.0138083 0.01978 0.0170267 0.0147228 0.0135927 0.0132799 0.0127744 0.0121944 0.0176346 0.0116469 0.0235191 0.015914 0.0157241 0.0136642 0.0141029 0.0135265 0.0114974 0.02544
threshold=0.090365000000000015 0.11362000000000001 0.093020000000000019 0.12113000000000002 -0.020804999999999994 0.090535000000000018 0.53859500000000016 0.26790000000000008 -0.41942499999999994 -0.080354999999999982 -0.10474999999999998 0.093105000000000007 -0.008964999999999999 -0.021294999999999998 0.086000000000000007 0.086990000000000012 0.084430000000000019 -0.014944999999999998 -0.24210499999999999 -0.082549999999999998 0.032695000000000009 -0.028954999999999998 0.075120000000000006 -0.090859999999999982 1.0000000180025095e-35 0.037245000000000007 -0.0061299999999999992 0.085730000000000015 -0.06421499999999998 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 6 7 9 -9 -6 -10 12 13 15 16 19 18 -7 -14 -1 -21 23 27 -15 25 26 -25 -23 -20 -30
right_child=-2 2 -4 -5 5 17 -8 8 10 -11 -12 -13 14 21 -16 -17 -18 -19 28 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0064724820759147405 -0.0015449229084576171 -0.00076024361834343935 0.0054540700611791443 -0.0019523248838430101 0.0051646718261763452 -0.0019727873394731433 0.0058964513343475432 0.0030583325725853107 0.0014854533577580815 0.002655985585087485 -0.0012193177830340574 0.0055383002562891873 0.0049734659160354314 0.0049055310350883266 0.0057886282336371752 0.0015108874489669689 0.00058034849458966746 0.0015505435733164474 0.0032627921977662483 0.0022458684076910786 0.0058395011054182596 0.0012761248885495165 0.0032719192552138811 -0.0002116394962997773 0.0042852700827643274 -0.0006492060900200159 0.0024365936090259767 -0.0022305580586279659 0.0013220368929961254 0.0029732306593598453
leaf_weight=20 21 27 21 22 25 20 23 44 46 219 32 21 35 23 23 24 22 23 1125 36 22 22 27 23 30 20 160 22 105 838
leaf_count=20 21 27 21 22 25 20 23 44 46 219 32 21 35 23 23 24 22 23 1125 36 22 22 27 23 30 20 160 22 105 838
internal_value=0 0.00285503 0.00210665 0.00196051 0.00214805 0.00232982 0.00259711 0.00238977 0.00134327 0.00291302 0.000375804 0.00299964 0.00297895 0.00246099 0.0030824 0.00367678 0.00305311 -8.8215e-05 0.00307898 0.0043432 0.00360897 0.00208175 0.000948511 0.00239605 0.00214833 0.00183253 0.00210376 -0.000477217 0.00304692 0.00278938
internal_weight=0 3100 502 481 459 432 389 366 122 244 78 2598 2577 429 2148 102 2125 43 2103 78 58 327 71 256 233 203 183 44 2068 943
internal_count=3121 3100 502 481 459 432 389 366 122 244 78 2598 2577 429 2148 102 2125 43 2103 78 58 327 71 256 233 203 183 44 2068 943
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=31
num_cat=0
split_feature=3 96 132 3 48 2 4 48 157 400 124 15 484 51 128 3 16 106 15 3 49 4 14 11 13 4 4 1 41 43
split_gain=0.03352 0.027946 0.0169533 0.018265 0.0153768 0.0164424 0.0180868 0.0187667 0.0219598 0.0185997 0.0153103 0.0143779 0.0132119 0.0206204 0.0164337 0.011725 0.0108076 0.0104542 0.00988291 0.00954474 0.0150297 0.0150962 0.0103673 0.0158962 0.0274675 0.0205967 0.0271885 0.0126077 0.0154806 0.0110823
threshold=0.31299000000000005 0.087655000000000025 0.10613500000000002 0.42240500000000009 -0.22597999999999999 0.10252500000000002 -0.062539999999999984 0.14871000000000004 0.11779500000000001 -0.054869999999999995 -0.076164999999999983 -0.46743999999999997 0.10948000000000001 0.11548000000000001 0.089035000000000017 0.12745000000000004 -0.48836499999999994 0.086340000000000014 -0.14712999999999996 0.092670000000000016 -0.054319999999999993 -0.059649999999999988 0.076175000000000007 0.079300000000000009 0.038215000000000006 -0.39518999999999993 -0.14098499999999997 0.085475000000000009 0.079395000000000007 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 15 -7 8 9 -8 16 -12 13 14 -13 17 -11 19 -18 22 -21 -22 23 25 -25 -6 -27 28 -24 -28
right_child=2 -3 -4 -5 5 6 7 -9 -10 10 11 12 -14 -15 -16 -17 18 -19 -20 20 21 -23 27 24 -26 26 29 -29 -30 -31
leaf_value=0.0052703558678992776 0.0010265332823683035 -0.00072103694942779852 0.003164035279321699 -0.0023200614366769082 0.0048879392461537432 0.0031114188773028132 -0.00033708634728100154 -0.0010803734601358883 -0.0011300492499555861 0.0028310386569831859 0.0046206506359721391 0.0017726979396757575 0.0045575126174998547 0.0044571234636965234 0.0046670120519896356 0.0050482459636193447 -0.0013566318980377653 0.00090474222801745902 0.0014409618776491178 0.0039421195613353385 0.0021758104512242206 -0.0011615765088683239 0.0044056999401595352 0.003006164880935103 -0.0014691423585948846 -0.00067081530413934561 0.0028953970085464787 0.0060796771571040159 0.0011346011903420414 0.0022424398018556298
leaf_weight=22 73 25 26 21 46 168 28 20 21 22 31 298 26 37 21 22 23 31 28 21 33 23 39 32 24 23 1583 20 23 311
leaf_count=22 73 25 26 21 46 168 28 20 21 22 31 298 26 37 21 22 23 31 28 21 33 23 39 32 24 23 1583 20 23 311
internal_value=0 0.00260842 0.000904005 0.00027889 0.00263639 0.00261677 0.00220234 0.00192715 0.00203959 0.00216908 0.00231347 0.00254944 0.00238136 0.00222243 0.00196323 0.00275108 0.000978455 0.0027282 0.000179302 0.00275415 0.00166065 0.000805098 0.00279423 0.00274946 0.00108818 0.00279686 0.00274668 0.00389648 0.00319223 0.00278818
internal_weight=0 3001 120 94 2976 2954 723 555 535 514 486 413 382 356 319 2231 73 2209 51 2178 77 56 2101 2019 56 1963 1917 82 62 1894
internal_count=3121 3001 120 94 2976 2954 723 555 535 514 486 413 382 356 319 2231 73 2209 51 2178 77 56 2101 2019 56 1963 1917 82 62 1894
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 2 4 1 0 1 15 4 2 39 49 0 156 48 40 50 475 3 4 0 16 15
split_gain=3.81778 0.648939 0.312644 0.287187 0.247139 0.183586 0.178025 0.16535 0.101677 0.0885607 0.0881496 0.0850568 0.0633187 0.105757 0.0694153 0.0639117 0.0516426 0.0497178 0.0466174 0.0464205 0.0562927 0.0468136 0.0424287 0.040333 0.0393018 0.0352383 0.0345814 0.0691714 0.0327481 0.0320065
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.098630000000000009 0.10467500000000002 0.062655000000000016 0.13501500000000002 -0.062539999999999984 0.077845000000000011 -0.10607499999999999 0.083345000000000016 -0.095869999999999983 0.0061450000000000003 0.11411 0.095830000000000012 -0.054984999999999992 -0.079119999999999982 -1.0000000180025095e-35 0.088965000000000002 -0.077474999999999988 0.041865000000000006 -0.082014999999999991 0.088060000000000013 -0.17966999999999997 -0.064339999999999994 0.13751500000000003 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 18 5 22 8 -7 12 24 -9 -4 13 -1 -15 19 -5 -12 -2 -14 -21 26 -3 -6 -8 -16 -22 -28 -11 -18
right_child=1 4 11 16 23 7 9 10 -10 28 17 -13 15 14 25 -17 29 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00042623131382031268 0.00029163810993648238 0.00018544080821276807 0.00038180414493344412 0.00029219317248186527 8.3613734095801712e-05 0.00035204691954427819 0.00043829020410277297 0.00032838632466431655 0.00048458121231131419 0.00024653797580832825 0.00022177697030809852 0.000253118640373338 0.0004243983083605986 0.00039403862102641051 0.00021240238589865097 0.00036867466070753511 0.00023610820770868181 0.00013990745757098624 0.00038586712256994201 0.00049872733965641315 0.00044483065990309453 0.00030210787649540341 0.00010341941940589991 0.00017747335756818452 0.00037435819558921847 0.00032349625730987094 0.00039983233156248334 0.00028801821696255211 0.00034977894773781577 0.00014037180443604786
leaf_weight=70 24 48 28 31 75 45 41 26 76 27 154 67 1141 29 21 108 29 35 127 21 55 20 49 23 376 23 283 23 21 25
leaf_count=70 24 48 28 31 75 45 41 26 76 27 154 67 1141 29 21 108 29 35 127 21 55 20 49 23 376 23 283 23 21 25
internal_value=0 0.000236138 0.000401311 0.000319571 0.000192862 0.000216805 0.000405797 0.000243964 0.000414335 0.000371463 0.000221342 0.000291047 0.000411359 0.000371777 0.000319561 0.000414787 0.000228405 0.000206616 0.00037089 0.000418015 0.000399896 0.000394448 0.000144007 0.000105642 0.000380644 0.000270474 0.000399564 0.000391428 0.000291706 0.000191786
internal_weight=0 691 2430 236 455 357 2335 260 1870 465 215 95 1794 143 73 1651 85 189 151 1543 402 381 97 98 417 44 361 306 48 54
internal_count=3121 691 2430 236 455 357 2335 260 1870 465 215 95 1794 143 73 1651 85 189 151 1543 402 381 97 98 417 44 361 306 48 54
is_linear=0
shrinkage=0.00196078


Tree=9600
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 12 159 1 2 2 2 4 124 14 4 132 150 0 15 52 3 48 41 12 1 47 3 4 4 151
split_gain=9.2064 1.55704 1.03028 0.69968 0.51909 0.294679 0.288042 0.272194 0.261624 0.232312 0.221684 0.250812 0.220249 0.217241 0.209676 0.176325 0.151382 0.134 0.118733 0.113483 0.112554 0.0957559 0.0920396 0.0892479 0.0714021 0.0692147 0.0908543 0.0679515 0.0675994 0.0635893
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.063814999999999997 0.088725000000000012 0.051320000000000005 -1.0000000180025095e-35 0.08864000000000001 0.14445500000000003 0.11474000000000002 0.14753000000000002 0.40945500000000007 -0.081719999999999987 0.076175000000000007 0.033845000000000007 0.08764000000000001 1.0000000180025095e-35 -0.23194499999999998 -0.41942499999999994 1.0000000180025095e-35 0.10732000000000001 0.090085000000000012 0.075585000000000013 0.087695000000000009 0.088770000000000016 0.10589000000000001 1.0000000180025095e-35 0.23246000000000003 -0.0057249999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 -1 -4 8 17 27 11 -8 -9 14 23 18 29 -5 -12 -16 28 -20 -15 24 -7 26 -3 -6 -19 -14
right_child=1 2 6 7 9 13 10 12 -10 -11 15 -13 16 22 19 -17 -18 20 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00045430497522850331 0.00061879812423426073 0.00028588033729299569 0.00042509999214692621 0.00074638944789900074 0.00060521857518584972 0.00065390814437819899 0.00036416578638264813 0.00037987100278896529 0.00041445147487391903 0.00034024647035289042 0.00019933251284526537 0.00019764935866586975 0.00047722505953382043 0.00063869960981757703 0.00052971161009882713 0.00028874959090566325 0.00042320313568808884 0.00064069873818113664 -7.1076132412773788e-05 0.00062227778489064452 0.00044936862357663392 0.00010694237392561491 0.00079900289502213978 0.00062035600948895343 0.00056043174748645957 0.00043661004801591241 0.00036968251847911357 0.00048413156617839795 0.00056872525432632201 0.00060389000904180251
leaf_weight=38 74 101 26 22 49 655 52 57 33 24 23 105 20 21 127 21 37 89 21 85 21 26 40 991 33 25 98 28 115 64
leaf_count=38 74 101 26 22 49 655 52 57 33 24 23 105 20 21 127 21 37 89 21 85 21 26 40 991 33 25 98 28 115 64
internal_value=0 0.000350468 0.000317319 0.000609414 0.000391986 0.000625317 0.000228754 0.000540315 0.000578428 0.000508686 0.00020817 0.000252801 0.000480363 0.000628646 0.000624931 0.000131168 0.000527702 0.000600336 8.38936e-05 0.000566825 0.000586055 2.74022e-05 0.000743817 0.000632267 0.000649425 0.000339366 0.00032715 0.000561187 0.000600125 0.000573732
internal_weight=0 673 599 2448 325 1990 274 458 280 101 248 157 178 1952 1891 91 121 247 70 212 225 47 61 1679 688 224 199 77 204 84
internal_count=3121 673 599 2448 325 1990 274 458 280 101 248 157 178 1952 1891 91 121 247 70 212 225 47 61 1679 688 224 199 77 204 84
is_linear=0
shrinkage=0.00196078


Tree=9601
num_leaves=31
num_cat=0
split_feature=4 2 15 15 0 3 11 12 43 34 4 484 16 16 52 15 4 157 14 15 50 40 40 157 3 393 402 402 402 1212
split_gain=0.0539049 0.0251684 0.0200754 0.0187282 0.0196655 0.0170786 0.0170381 0.0223172 0.0164863 0.015458 0.0167889 0.0139075 0.0187682 0.0138767 0.0188757 0.0207749 0.0149873 0.0298301 0.0147889 0.0138448 0.0134893 0.0171313 0.0137749 0.0129079 0.0171251 0.0117525 0.0116227 0.01665 0.013356 0.011813
threshold=0.40124500000000002 0.17025000000000004 -0.24436499999999997 -0.43375999999999998 0.024095000000000002 0.30112000000000005 0.084110000000000004 1.0000000180025095e-35 -0.05647499999999999 -0.010024999999999997 0.51303500000000013 0.090535000000000018 -0.4714549999999999 -0.14771999999999999 -1.0000000180025095e-35 0.11171000000000002 0.024790000000000003 -0.029304999999999998 0.078400000000000011 0.040760000000000005 -0.23848499999999997 -0.084709999999999994 1.0000000180025095e-35 0.00087500000000000013 -0.00083499999999999991 0.11213000000000002 0.090595000000000023 0.10265000000000002 0.087450000000000014 -0.040879999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 6 13 7 8 -5 -2 -11 12 -12 14 -4 18 20 -18 19 -16 -15 -22 25 24 -19 26 28 -28 -23 -29
right_child=3 -3 5 4 -6 -7 -8 -9 -10 10 11 -13 -14 16 15 -17 17 23 -20 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.6653707502409817e-05 0.00073035972686862028 0.00053219924237863682 0.0063042364145318667 -0.00086450088594574497 -0.001779534983639182 0.0015333725360490509 0.0038596035660399745 -0.001927283981058281 0.0024187096965929064 0.004502163508346267 0.0054677188307756469 0.00062294215779676223 0.0012882169590077619 0.0055722356374608359 0.0040748875743003097 0.0011348560227659244 -0.001161934986018986 0.0025718182226444784 0.0062230934603856166 0.0017494024491057762 0.0015097766519569893 0.003234069388831624 0.00073375093551086531 0.00041318625167367003 0.0048741269388119695 0.0052094072627369321 0.0056670036278260146 0.0045744446310674817 0.0011730623318953804 0.002815778355819855
leaf_weight=20 37 36 30 20 22 59 24 22 65 49 21 34 22 25 147 29 21 168 26 31 56 1805 21 21 40 32 46 63 32 97
leaf_count=20 37 36 30 20 22 59 24 22 65 49 21 34 22 25 147 29 21 168 26 31 56 1805 21 21 40 32 46 63 32 97
internal_value=0 0.00315927 0.00319342 0.00178158 0.000986971 0.00321639 0.00145158 0.000911457 0.00164619 0.00252744 0.00305515 0.00213432 0.00332937 0.0032533 0.00394326 0.00363928 0.00317854 0.00244523 0.0039953 0.00366989 0.00326275 0.00323592 0.00328204 0.00277602 0.00301457 0.00330783 0.00327804 0.0039903 0.00319817 0.00350825
internal_weight=0 2805 2769 316 153 2749 131 107 85 163 126 77 43 2690 263 233 2427 250 204 178 2177 2152 2096 229 208 2075 2043 206 1837 160
internal_count=3121 2805 2769 316 153 2749 131 107 85 163 126 77 43 2690 263 233 2427 250 204 178 2177 2152 2096 229 208 2075 2043 206 1837 160
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=31
num_cat=0
split_feature=4 14 2 3 3 157 51 48 49 12 3 12 39 4 123 16 3 3 47 42 42 128 160 15 11 0 1 3 43 4
split_gain=0.0440471 0.0162494 0.0216484 0.0147986 0.0146546 0.0117918 0.0148452 0.0114934 0.0125991 0.0119758 0.0135529 0.0196863 0.0137675 0.0118374 0.0118104 0.0164345 0.0112458 0.0227471 0.0114455 0.0110112 0.020776 0.0161287 0.0141356 0.0128024 0.0234483 0.0166833 0.0328084 0.0276631 0.0196969 0.0549312
threshold=0.26790000000000008 -0.24175999999999997 0.17025000000000004 0.63141500000000017 0.20828500000000003 -0.50331999999999988 0.22234000000000001 0.12118000000000002 1.0000000180025095e-35 -0.10022999999999999 -0.13309499999999996 0.091475000000000015 0.096625000000000016 0.40945500000000007 0.092645000000000019 -0.40995499999999996 0.12745000000000004 0.10893000000000001 0.11043500000000002 -0.093284999999999993 -0.091964999999999977 0.11170500000000001 0.10210000000000001 0.083195000000000005 0.076920000000000002 -0.13027499999999997 0.081670000000000006 -0.020429999999999997 -0.12152999999999999 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 -3 16 8 9 -2 13 12 14 -11 15 -12 17 18 19 22 -21 23 -7 25 -25 26 -22 -28 29 -27
right_child=3 2 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0053451294146585641 0.0035312302090460437 0.0048376467206605505 0.00020575625324366437 -0.00094275491312146198 0.0013182813726598398 0.0038771174768455993 0.00091370495777626194 -0.00017192629568923553 0.0032966888348211448 0.00094155209781429563 0.0023451233274656637 -0.0018933247098521816 -0.00021673989995645406 0.0035792677799928127 0.0040437829659574409 -0.00076635041720389085 0.0045083913517585247 -0.00039998922674428856 0.0018882344466170629 6.8432891454834198e-05 0.0049259617978420394 0.00048403447640507863 0.0015579265030100941 0.0031338294143713839 0.0060728041845972518 -0.0026716879649978618 -0.002288850751661119 0.0017179512757138583 0.0029651240135806765 0.0039238714560009876
leaf_weight=26 32 31 31 20 60 212 38 26 62 27 58 21 39 46 22 24 43 21 106 26 26 27 30 891 28 23 21 96 980 28
leaf_count=26 32 31 31 20 60 212 38 26 62 27 58 21 39 46 22 24 43 21 106 26 26 27 30 891 28 23 21 96 980 28
internal_value=0 0.00285705 0.00283325 0.00170428 0.00286356 0.00289885 0.0028757 0.00185257 0.00201159 0.0017154 0.00147023 0.000965703 0.00138556 0.00260367 0.00198642 0.00143445 0.00290485 0.00287743 0.00290503 0.00295016 0.00287805 0.00291251 0.00358961 0.00294384 0.00322337 0.00272502 0.00171281 0.000998782 0.00286541 0.000949403
internal_weight=0 2744 2718 377 2687 2627 2596 357 331 269 237 164 143 73 104 82 2558 2515 2494 2388 2146 2120 242 2093 919 1174 143 117 1031 51
internal_count=3121 2744 2718 377 2687 2627 2596 357 331 269 237 164 143 73 104 82 2558 2515 2494 2388 2146 2120 242 2093 919 1174 143 117 1031 51
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 2 2 4 0 15 12 2 1 39 41 43 150 3 3 132 1 12 52 3 0 49 1 160
split_gain=2.05327 0.288723 0.242594 0.150537 0.130777 0.124525 0.0956265 0.0823702 0.10184 0.062397 0.0510518 0.0499807 0.0487636 0.0463088 0.0430473 0.0414549 0.040517 0.0384266 0.046502 0.041439 0.0378706 0.0371651 0.0449789 0.0371526 0.036527 0.0348879 0.031465 0.0296717 0.0290947 0.0288325
threshold=0.10752500000000002 -0.053259999999999995 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.090285000000000018 -1.0000000180025095e-35 0.10803500000000001 0.033845000000000007 -0.097024999999999986 0.024640000000000006 0.13597000000000004 0.11389000000000002 0.10089500000000001 0.095830000000000012 0.075585000000000013 -0.081374999999999989 0.091105000000000005 0.086245000000000016 0.149315 0.088890000000000011 0.15799000000000005 0.085250000000000006 -0.53964499999999982 -0.017889999999999996 -0.23194499999999998 -0.017229999999999999 0.12000500000000001 -0.53327999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 13 7 16 28 -9 10 -8 14 29 26 17 20 -4 -6 19 -19 25 22 -7 -18 -2 -10 -1 -26 -3 -12
right_child=1 5 6 -5 11 21 9 8 15 -11 12 -13 -14 -15 -16 -17 23 18 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00038386824509251772 0.00035725022160929015 0.00017942228747130025 0.00032799807352867916 0.0001762899689595489 0.00017691970669619618 9.848134452481404e-05 0.00038281274060202963 0.00027992293026631439 0.00013870200321398308 0.00027041105672372638 0.00025536039029919427 0.00032601660938392612 0.00022306505313106611 0.00021708824498812388 0.00019317822365360476 0.00010873497852782231 0.00042457069916096175 0.00033876499737367391 0.00018685972196311732 0.00024468475696072794 0.00014120719513134556 0.00015897021898070871 -1.0648330025301843e-05 0.00033152796686651873 0.00020454736919525791 0.00022953274604141071 0.0003045947219572178 0.00029004964770713718 9.953650267869178e-05 0.00031382808910010034
leaf_weight=22 24 24 1075 75 22 53 37 41 21 171 34 21 25 21 89 33 33 36 21 36 48 23 20 33 20 72 154 71 65 701
leaf_count=22 24 24 1075 75 22 53 37 41 21 171 34 21 25 21 89 33 33 36 21 36 48 23 20 33 20 72 154 71 65 701
internal_value=0 0.000181697 0.000310145 0.000244633 0.00026723 0.000151803 0.000318732 0.000171244 0.00019201 0.000304397 0.000311689 0.000234932 0.000308227 0.00030412 0.000225556 0.000171295 0.000330893 0.000250613 0.000268046 0.000291725 0.000185936 9.02381e-05 6.85828e-05 0.000378049 0.000289204 0.000209023 0.000314504 0.000271258 0.000121079 0.000311123
internal_weight=0 590 2531 190 422 400 2109 304 215 968 797 225 760 197 204 174 1141 115 93 72 141 96 73 66 115 93 176 91 89 735
internal_count=3121 590 2531 190 422 400 2109 304 215 968 797 225 760 197 204 174 1141 115 93 72 141 96 73 66 115 93 176 91 89 735
is_linear=0
shrinkage=0.00196078


Tree=9604
num_leaves=31
num_cat=0
split_feature=1 124 33 156 15 45 4 49 457 1 52 3 43 160 49 1416 13 394 52 4 43 128 1212 1212 42 1213 128 403 403 0
split_gain=0.0443049 0.0162438 0.0192329 0.0130955 0.0119851 0.0118009 0.0137437 0.01372 0.0114339 0.0102264 0.00993049 0.0125433 0.0119948 0.011894 0.0148448 0.00969594 0.01143 0.0193806 0.0200796 0.0152381 0.0157741 0.0151466 0.0162857 0.0233419 0.0183895 0.013386 0.0124198 0.0122963 0.023893 0.026141
threshold=0.12040000000000002 -0.076779999999999987 0.082285000000000011 0.085790000000000019 -0.23032499999999997 0.084355000000000013 0.36766000000000004 -0.045154999999999994 0.31508000000000008 0.16773500000000005 0.056145000000000007 -0.13309499999999996 0.10366000000000002 -0.24191499999999996 0.093655000000000002 1.0000000180025095e-35 0.0049450000000000006 -0.079154999999999989 0.40674500000000008 -0.50427999999999995 -0.53814999999999991 0.081870000000000012 0.12218000000000002 0.11387000000000001 0.089625000000000024 -0.50911999999999991 0.096300000000000011 -0.5492149999999999 -0.53255499999999989 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 6 8 -8 15 10 11 -2 -13 -12 -15 16 21 -18 19 -19 -21 22 23 25 -24 -3 -23 -27 29 -29
right_child=9 2 -4 -5 -6 -7 7 -9 -10 -11 13 12 -14 14 -16 -17 17 18 -20 20 -22 26 24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00075098048662766822 0.0035816877695691329 0.00046422761034868338 0.0057907053909730171 0.00425235201837495 0.0018745986471995118 0.0051824323079060946 -0.00016222366228185853 0.0023809495398220666 0.00072281512618064885 -0.00047745891927700982 0.00068634795659983702 0.0013724738340197993 -0.0012075321911834181 0.0046223686438532094 0.0012935449219574886 0.0045748092644234102 -0.00066345676314085724 0.0048573966273256853 0.00012411196566972649 0.0048582069386072738 0.0023377450668804188 0.0052127614489519136 0.0067985615703615963 -0.00057426109968218954 0.0031656299183898807 0.0046256759554671586 0.0031954739321870297 -0.0021182787930592896 0.0029124447341946748 0.0027768805293211093
leaf_weight=20 23 23 22 20 133 21 29 79 25 23 22 182 20 37 21 33 20 31 32 27 309 51 22 20 38 40 76 20 1678 24
leaf_count=20 23 23 22 20 133 21 29 79 25 23 22 182 20 37 21 33 20 31 32 27 309 51 22 20 38 40 76 20 1678 24
internal_value=0 0.00278445 0.00284642 0.00184595 0.00153139 0.00282149 0.00280225 0.00169806 0.00285055 0.00155588 0.00170921 0.00136897 0.00111703 0.00266615 0.0034171 0.00287231 0.00284901 0.00237426 0.00252653 0.00273601 0.00254028 0.00294887 0.00287691 0.00282304 0.0044977 0.0028611 0.00400557 0.00289239 0.00285213 0.000551808
internal_weight=0 2793 2620 173 153 2598 2577 108 2469 328 305 225 202 80 58 2444 2411 419 399 367 336 1992 1865 1805 60 1785 127 1762 1722 44
internal_count=3121 2793 2620 173 153 2598 2577 108 2469 328 305 225 202 80 58 2444 2411 419 399 367 336 1992 1865 1805 60 1785 127 1762 1722 44
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 43 1 4 2 1 13 0 2 12 4 150 3 1 52 49 0 1 1 12 0 15 51 0
split_gain=6.05055 1.02826 0.575458 0.4806 0.317465 0.290231 0.223155 0.188314 0.154438 0.129818 0.122627 0.106488 0.10298 0.0894398 0.0876937 0.0844371 0.0860337 0.079491 0.0775085 0.0774195 0.0760369 0.0748082 0.0692163 0.0570316 0.0567589 0.0539247 0.0521485 0.0519764 0.0510568 0.0501825
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 -0.025214999999999998 0.09253500000000002 -0.16363499999999997 0.14122000000000004 0.089770000000000016 -0.47860499999999995 -0.095504999999999993 0.11177500000000001 0.087695000000000009 -0.51253999999999988 1.0000000180025095e-35 0.086245000000000016 0.11751000000000002 -0.52606999999999993 -0.054984999999999992 -0.060129999999999996 0.13075500000000004 0.097525000000000014 0.085885000000000017 -0.14454499999999995 -0.095869999999999983 -0.082744999999999985 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 7 6 11 19 -4 -9 17 15 -6 27 -11 16 -1 24 -18 26 -2 -22 -17 -5 -7 -15 -3 -13 -20 -16
right_child=1 4 8 23 12 10 -8 9 -10 14 -12 13 -14 25 29 22 18 -19 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064340713123480484 0.0005165698994478629 0.00018431218326945832 0.00044232950601705284 0.00029542852339206957 0.00016550729841502675 0.0004513929739305135 0.00060241463365064238 0.00044021530186428746 0.00027835242849665379 0.00033782937537266296 0.0003423692927562637 0.00044931555057273193 2.8306877033578025e-05 0.00038803278326429269 0.00026367087640970574 0.00049168863293536883 0.00051798672770037696 0.00035227147034895605 0.00050955312216983116 0.0001694516541430771 0.00031548426447420566 0.00044732969151243244 0.00040561503839320567 0.00018233289611921494 0.00051558405211122303 0.0004873844597979431 0.00029604841040205607 0.00033073101646538094 0.0003777778290245867 0.00016256170004021889
leaf_weight=20 45 26 34 60 58 307 79 20 63 52 41 30 33 23 77 656 751 27 20 112 21 78 38 24 64 242 42 27 26 25
leaf_count=20 45 26 34 60 58 307 79 20 63 52 41 30 33 23 77 656 751 27 20 112 21 78 38 24 64 242 42 27 26 25
internal_value=0 0.000273909 0.000483832 0.000380983 0.000219048 0.000489939 0.000500378 0.000245601 0.000335829 0.000291598 0.000444473 0.00049598 0.000115753 0.000463606 0.000272298 0.000502879 0.000516389 0.000454991 0.000513201 0.000201137 0.00044974 0.000419362 0.000486976 0.000263115 0.000462466 0.000478761 0.000253326 0.000393144 0.000435071 0.000238889
internal_weight=0 673 2448 228 445 2351 1912 354 97 174 439 1833 91 322 154 1511 817 398 797 180 144 99 694 84 371 265 68 57 46 102
internal_count=3121 673 2448 228 445 2351 1912 354 97 174 439 1833 91 322 154 1511 817 398 797 180 144 99 694 84 371 265 68 57 46 102
is_linear=0
shrinkage=0.00196078


Tree=9606
num_leaves=31
num_cat=0
split_feature=2 30 3 121 0 39 2 149 1428 52 16 52 13 15 472 0 2 1 8 12 52 124 1 16 1446 16 16 3 483 1455
split_gain=0.0509868 0.0257624 0.0233402 0.0192188 0.0175352 0.0157303 0.0146219 0.0191103 0.0156153 0.0148956 0.0201951 0.0192895 0.0183649 0.023419 0.0183073 0.0148499 0.0145019 0.0237922 0.0237879 0.0158225 0.01431 0.0131833 0.0126466 0.012631 0.0187069 0.0155879 0.0145624 0.024619 0.0134993 0.0212556
threshold=0.13404500000000005 0.086065000000000016 0.31299000000000005 -0.080284999999999981 0.034820000000000011 -1.0000000180025095e-35 0.097070000000000004 0.075040000000000009 0.08653000000000001 0.039215000000000007 0.19444000000000003 0.10347000000000002 0.10935500000000002 -0.46471999999999997 -0.065034999999999996 -0.073309999999999986 -0.0091949999999999983 0.091535000000000019 1.0000000180025095e-35 -0.040564999999999997 0.11639500000000001 -0.072314999999999977 0.10937500000000001 0.0057500000000000008 0.086195000000000008 0.023255000000000001 -0.0007049999999999999 -0.084524999999999975 -0.095084999999999989 -0.079434999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 16 9 12 11 15 13 -8 -15 -11 17 -5 -19 21 -13 -18 -7 26 25 -25 -21 -28 -27 -30
right_child=4 -3 -4 6 -6 22 8 -9 -10 10 -12 20 -14 14 -16 -17 19 18 -20 23 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=0.0059559653113995283 -0.0010396494349697606 0.0010002176694560809 0.00078333865978992459 0.0047134666703641422 -0.0011643387386575342 0.0037941493334559106 0.0055074077016407895 0.0052781425370516163 0.0043127605877563598 0.0032678875343494667 0.00018436302594967527 0.00054260537823817389 -0.00016397416783387169 0.0041624086075707492 0.0018507492503645731 0.0065268211163066582 0.0034794714760833555 -0.0010909077827818692 0.0025098951882682741 0.0030876866784286614 0.0032068549447493364 0.0065614396969423359 0.0015641641147901072 9.4591831492090773e-05 -0.00042638536577301457 0.0051268344939065479 0.0026972153120570714 0.0070521842716261751 -0.00018716811318881811 0.0029364799198524222
leaf_weight=21 20 73 51 22 25 30 21 38 46 27 22 24 34 38 348 29 35 32 43 1447 126 23 167 22 21 24 27 25 24 236
leaf_count=21 20 73 51 22 25 30 21 38 46 27 22 24 34 38 348 29 35 32 43 1447 126 23 167 22 21 24 27 25 24 236
internal_value=0 0.00285484 0.00290308 0.00294232 0.00134355 0.00163247 0.00291918 0.0030568 0.00253056 0.00240802 0.00306427 0.00337183 0.00206874 0.00225525 0.00207832 0.00495555 0.00301419 0.00182178 0.000973553 0.00307558 0.00278058 0.00470163 0.00190376 0.00302393 0.00246082 0.00265896 0.00314677 0.00479095 0.00285761 0.00264814
internal_weight=0 2879 2806 2755 242 217 2734 2019 715 669 228 206 441 407 386 56 1981 97 75 1884 150 58 197 1826 327 306 1499 52 284 260
internal_count=3121 2879 2806 2755 242 217 2734 2019 715 669 228 206 441 407 386 56 1981 97 75 1884 150 58 197 1826 327 306 1499 52 284 260
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 4 2 1 4 14 2 4 1 1447 159 1 0 12 160 52 52 1 131 2 151 3 3 47
split_gain=4.58482 0.770162 0.502275 0.377507 0.26231 0.251572 0.174039 0.173533 0.154617 0.108029 0.107942 0.100175 0.0931289 0.0859267 0.0638138 0.0554229 0.0579794 0.0511215 0.0562032 0.0483028 0.045458 0.0416681 0.0538821 0.0492203 0.04123 0.0555571 0.0393224 0.0366504 0.0366329 0.0358972
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.13082500000000002 0.27834500000000006 0.089885000000000007 0.092845000000000025 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.27834500000000006 0.091195000000000012 -0.082869999999999985 0.082585000000000006 0.085110000000000005 -0.078904999999999989 0.083815000000000014 -0.067824999999999983 -0.42635499999999998 0.088785000000000017 0.083345000000000016 0.082750000000000004 0.31358000000000003 -0.088784999999999989 -0.14847999999999997 -0.011549999999999998 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 26 12 8 11 -5 -7 14 13 -4 -1 -10 19 18 -18 21 -15 -17 23 -23 25 -14 -3 -21 -22 -28
right_child=1 2 6 9 -6 10 -8 -9 15 -11 -12 -13 24 20 -16 16 17 -19 -20 27 28 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00048555600135760695 0.00046584339431795537 0.0003273874293903218 0.00028606611142443497 0.00042225795846864792 0.00032211396115789417 0.00042772257417266683 0.00031989388785778563 0.0002952719424559059 0.00051929657499677213 0.00028666218804438586 0.00028989884995305788 0.00056215366265055901 0.00013946628222169573 0.00025457091699374198 0.00044873898049793492 0.00047543761014735099 0.00049852342366083565 0.0005729090530220089 0.00040385369982464899 0.0005013484101805359 0.00020806042967596287 0.00041652739759398039 0.00045028841469318503 0.00029908202625080648 0.00020885296713779952 1.9882506891792897e-05 0.00025024668996703623 0.00044190420931576829 0.00012158802331933521 0.00033439183657500834
leaf_weight=1117 76 40 39 37 48 74 37 22 42 58 31 59 59 23 216 23 73 21 36 43 31 23 29 34 20 20 171 549 48 22
leaf_count=1117 76 40 39 37 48 74 37 22 42 58 31 59 59 23 216 23 73 21 36 43 31 23 29 34 20 20 171 549 48 22
internal_value=0 0.000279629 0.000256617 0.000460636 0.000465566 0.000307345 0.000194719 0.000468577 0.00047026 0.000339473 0.000387032 0.00048309 0.000175421 0.000207786 0.00047959 0.000449803 0.000446291 0.000484323 0.000467256 0.000439238 0.000177855 0.000401306 0.00038148 0.000346472 0.000129325 0.000109192 0.000271435 0.000446222 0.00015552 0.000259838
internal_weight=0 691 615 2430 2335 338 277 2287 2265 95 105 1392 240 141 1333 873 831 130 109 701 102 109 86 57 99 79 233 592 79 193
internal_count=3121 691 615 2430 2335 338 277 2287 2265 95 105 1392 240 141 1333 873 831 130 109 701 102 109 86 57 99 79 233 592 79 193
is_linear=0
shrinkage=0.00196078


Tree=9608
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 4 12 4 2 4 4 2 49 15 50 14 52 2 14 1 124 14 47 51 3 15 0 1 3 0
split_gain=11.6352 1.65413 1.41651 1.25401 0.738297 0.579316 0.489461 0.392971 0.294978 0.269776 0.254192 0.224913 0.180782 0.178891 0.1575 0.155978 0.149676 0.139604 0.158966 0.135802 0.122829 0.120161 0.115521 0.112325 0.111485 0.102248 0.101998 0.101604 0.0938272 0.106341
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.092845000000000025 0.40124500000000002 0.091325000000000003 -0.16363499999999997 -1.0000000180025095e-35 -0.062539999999999984 0.033845000000000007 0.11389000000000002 -0.012034999999999999 0.13592500000000005 0.041865000000000006 0.076175000000000007 1.0000000180025095e-35 0.10803500000000001 -0.46166999999999997 0.10089500000000001 -0.072314999999999977 0.062655000000000016 0.077555000000000013 -0.065634999999999985 -0.116045 -0.41396999999999995 -0.14001499999999997 0.12040000000000002 -0.13309499999999996 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 11 12 15 -6 27 -10 13 21 -5 28 25 26 19 -11 -19 20 -9 22 -1 -20 -12 -3 -4 -2 -8 -30
right_child=1 14 6 5 7 -7 10 16 9 17 24 -13 -14 -15 -16 -17 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0005642163791640968 0.00029424776868536398 0.00015122546118980079 0.00052945197307279499 0.00040858877311442414 0.00061652090622537465 0.00031125688029523654 0.00068721878478055789 0.00032551388114376124 0.00053609620959044777 0.00043421579806619332 0.00039230530086320405 0.00039703868256480085 0.00061369510842304608 0.00044546658578126328 0.00023800008747653633 0.00077234646662726735 0.00052319029578524047 0.00041263006359728329 0.00011909431367016891 0.0002928634437533151 0.00051267347546393467 0.00073830330754346384 0.0006913660035484686 0.00027895248204370504 0.00054873789047651142 2.3745989656628624e-05 0.00065858702044890806 0.00015434160193442093 0.00062481477373656853 0.00055549458315204262
leaf_weight=164 29 41 24 20 31 43 74 26 22 28 20 23 95 23 30 46 22 30 20 73 28 22 33 109 141 59 1166 64 513 102
leaf_count=164 29 41 24 20 31 43 74 26 22 28 20 23 95 23 30 46 22 30 20 73 28 22 33 109 141 59 1166 64 513 102
internal_value=0 0.000308691 0.000614459 0.000363884 0.00051076 0.000505423 0.000635209 0.000415664 0.000289834 0.000330712 0.000599666 0.000581492 0.000578024 0.000615576 0.000113394 0.000660313 0.000373875 0.000306549 0.000284067 0.00034801 0.00042256 0.000600864 0.000585516 0.000254168 0.000529305 7.60126e-05 0.000655983 0.000197968 0.000621255 0.000613318
internal_weight=0 590 2531 460 422 158 2109 180 302 209 873 242 115 712 130 1236 149 187 159 127 54 219 197 129 161 100 1190 93 689 615
internal_count=3121 590 2531 460 422 158 2109 180 302 209 873 242 115 712 130 1236 149 187 159 127 54 219 197 129 161 100 1190 93 689 615
is_linear=0
shrinkage=0.00196078


Tree=9609
num_leaves=31
num_cat=0
split_feature=4 12 150 1375 0 2 3 1 16 15 3 51 43 1 376 149 16 40 15 15 10 4 13 15 2 13 484 12 16 52
split_gain=0.0842134 0.0341554 0.0301941 0.0231172 0.0205573 0.0232495 0.0266915 0.0200336 0.0190115 0.0277815 0.0306235 0.0225247 0.0288624 0.0206933 0.017216 0.0169783 0.0161677 0.0161535 0.0156989 0.0143721 0.0174429 0.0170057 0.0148979 0.0141355 0.0132966 0.0128591 0.0113448 0.0119653 0.011007 0.024515
threshold=0.40124500000000002 1.0000000180025095e-35 -0.094239999999999977 -0.27302499999999996 -0.15350499999999997 0.085730000000000015 0.10299500000000002 0.13657000000000002 0.15273500000000004 -1.0000000180025095e-35 0.11296500000000002 0.081440000000000026 -0.084359999999999991 0.10124500000000002 0.086335000000000009 0.07770500000000001 0.23311500000000004 -0.0089699999999999988 -0.10469999999999999 -0.43375999999999998 -0.074314999999999978 0.51388000000000011 1.0000000180025095e-35 -0.56368999999999991 -1.0000000180025095e-35 -0.13710499999999998 0.090535000000000018 -0.085119999999999987 -0.0068949999999999992 -0.10925999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 24 9 13 11 12 -11 17 18 19 -10 -6 -15 21 -21 -2 25 -23 -3 -22 27 -25 29 -26
right_child=15 7 3 4 8 6 -8 -9 16 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 22 23 -24 26 28 -27 -28 -29 -30 -31
leaf_value=-0.0002582174382609992 0.0035139713643102689 0.0061889421346131715 -0.0001311659929342568 0.007424178193323314 0.0033635693733007292 0.0022798097217265442 0.006540971613001257 0.00065556599697827 0.0064097431155719937 -0.0016142082503065468 -0.0022055635206767047 0.0048405121394898745 0.0028903583883110322 0.0048488072370393917 -0.00049101505544967949 0.0043088740102298888 0.0033038145005709987 0.0063993149604357315 0.0020520270591739311 -0.0017495282144923492 1.7333772432591236e-05 0.0034053194472411031 -0.00091967685287818325 -2.8410013130103999e-05 0.0059063327802326903 0.0025636170496855975 -0.0011096448260359468 0.0033511513494886461 0.0032696701987713706 0.0036754679793760017
leaf_weight=32 58 20 24 20 65 49 21 23 21 25 23 20 33 26 20 23 83 24 88 23 28 24 25 22 51 68 25 20 694 1443
leaf_count=32 58 20 24 20 65 49 21 23 21 25 23 20 33 26 20 23 83 24 88 23 28 24 25 22 51 68 25 20 694 1443
internal_value=0 0.00341463 0.00272668 0.00290291 0.00304349 0.00441727 0.00355816 0.00359163 0.00275461 0.00237701 0.00100108 0.00194663 0.000948735 0.00300019 0.00221513 0.00169266 0.00393097 0.0041822 0.00268989 0.00148729 0.000774863 0.0021758 0.00125471 0.00132291 0.00362222 0.00182095 0.000576968 0.0015809 0.00359875 0.00375162
internal_weight=0 2805 574 542 518 90 70 2231 428 324 101 78 58 223 134 316 104 89 114 293 144 149 121 91 2208 96 67 42 2188 1494
internal_count=3121 2805 574 542 518 90 70 2231 428 324 101 78 58 223 134 316 104 89 114 293 144 149 121 91 2208 96 67 42 2188 1494
is_linear=0
shrinkage=0.1


Tree=9610
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 52 14 2 2 1 2 4 150 3 0 49 1 12 3 2 4 47 0 12 4 0 11 0
split_gain=6.50384 1.13364 0.604486 0.518187 0.43348 0.335354 0.197677 0.181928 0.163983 0.152911 0.132818 0.128707 0.115197 0.106022 0.0943804 0.0852871 0.0827644 0.143409 0.0768749 0.0765243 0.0750625 0.0657443 0.0630002 0.0613549 0.0594914 0.0567172 0.0462736 0.0600873 0.0458338 0.0452672
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.11474000000000002 0.19022000000000003 0.062655000000000016 0.14122000000000004 0.15609500000000001 0.077845000000000011 -0.090999999999999984 0.42051500000000003 1.0000000180025095e-35 0.30112000000000005 -0.11173999999999999 0.082865000000000008 0.083345000000000016 0.087695000000000009 0.0068900000000000012 0.087995000000000004 -0.51843499999999987 0.10589000000000001 -0.060129999999999996 0.11734000000000001 0.053180000000000012 0.14486500000000005 0.075910000000000019 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 8 -6 10 12 14 13 -5 -1 15 25 20 17 18 -14 22 -4 -20 -18 29 -21 26 27 -7 -10 -3
right_child=1 2 7 11 6 9 -8 -9 28 -11 -12 -13 16 -15 -16 -17 19 -19 21 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00037671046758173515 0.00051520091274710766 0.00033541910131188 0.00023187110483410302 0.000475563364056479 0.00047022304349434964 0.00051213545475179464 0.00026641659365565166 0.00037017400248670114 0.00053983245324952143 0.00034878108746651428 0.00010601119957587899 0.0003179428052780692 0.00050443875877296217 0.00016354460553281178 0.00036790190538501036 0.00015973727284705953 0.00064618505391420098 0.00058404803184755876 0.00046131299474300484 0.0005141503157662853 0.00037818061437901689 0.00032857015337502197 0.00053466085985063683 0.00035862090014943885 0.00043383906158620108 0.00040868441038777349 0.00045507608553747728 0.00040275844650553499 0.00064342348832148227 0.00024461117485689431
leaf_weight=22 74 24 28 28 77 240 24 20 24 41 74 69 35 103 30 23 20 32 26 853 26 32 741 25 37 37 108 21 52 175
leaf_count=22 74 24 28 28 77 240 24 20 24 41 74 69 35 103 30 23 20 32 26 853 26 32 741 25 37 37 108 21 52 175
internal_value=0 0.000286242 0.000257957 0.000503887 0.00031515 0.000509682 0.000421794 0.000190118 0.000521497 0.000463264 0.000175941 0.000363442 0.000517726 0.00020469 0.00047403 0.000259728 0.000519472 0.000470826 0.000431868 0.000523155 0.000302316 0.000388076 0.000537592 0.000267065 0.000510812 0.000481872 0.00048921 0.000503335 0.000610711 0.000255563
internal_weight=0 673 599 2448 325 2351 101 274 1874 477 254 97 1798 180 436 77 1776 125 93 1651 54 58 761 224 890 406 369 261 76 199
internal_count=3121 673 599 2448 325 2351 101 274 1874 477 254 97 1798 180 436 77 1776 125 93 1651 54 58 761 224 890 406 369 261 76 199
is_linear=0
shrinkage=0.00196078


Tree=9611
num_leaves=31
num_cat=0
split_feature=4 12 2 2 15 151 149 1 12 2 3 1 51 16 16 48 0 9 15 2 12 12 0 1210 1 1456 16 49 0 156
split_gain=0.0891396 0.0339393 0.0232377 0.0199948 0.0262395 0.0282981 0.0185503 0.0177003 0.0158459 0.0148699 0.0146052 0.01774 0.0152076 0.0145092 0.0163297 0.0167789 0.0139144 0.0146329 0.0133444 0.0130518 0.0122107 0.0286801 0.0219415 0.0206495 0.0166589 0.0174941 0.013961 0.0318501 0.0276434 0.0226553
threshold=0.27834500000000006 0.051320000000000005 0.14753000000000002 -0.0091949999999999983 0.013270000000000002 0.015440000000000001 0.07770500000000001 0.13686500000000004 -0.042789999999999988 0.098035000000000011 -0.012304999999999998 0.079415000000000013 -0.034734999999999995 -0.082779999999999979 0.15891500000000003 0.084170000000000009 -0.070154999999999981 -0.08477999999999998 0.099260000000000015 0.25063000000000007 0.08598500000000002 0.085885000000000017 -0.14832499999999996 -0.087769999999999973 0.086105000000000015 -0.089834999999999984 -0.010264999999999998 0.086815000000000017 -0.084674999999999986 0.086945000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 9 19 20 -4 10 -5 -12 -13 -11 15 -15 -1 -18 -6 -2 21 22 -3 -24 25 -25 29 28 -28 -27
right_child=6 7 8 4 18 -7 -8 -9 -10 13 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0035522141282192687 0.0017024995863330738 0.0064115477104981743 0.0024945039044333892 0.005836024711218973 0.0067970012374981145 0.00030926108547167761 0.0042568249679687947 0.00067172760143876077 -0.0013458542314104061 0.0040325360721908511 0.0012454229003439348 0.0027606797091324223 0.0050449426680232489 -0.00040970763539253561 0.0037127419450395816 0.0023993183197453618 0.0021306163450520088 -0.0011979294383199885 0.0037993150001222435 -0.00082359440791399466 0.0035292725191294221 0.0074604684118336692 0.00094732450507581238 0.0018469357947734268 0.0013962729568593206 0.0043164085175735169 0.0031146662663805356 -0.0001328789085770647 0.0064538718467312198 0.0071055580957737913
leaf_weight=22 291 33 21 30 27 38 27 20 22 46 30 55 62 37 37 50 28 25 33 22 1680 24 25 33 25 203 85 21 35 34
leaf_count=22 291 33 21 30 27 38 27 20 22 46 30 55 62 37 37 50 28 25 33 22 1680 24 25 33 25 203 85 21 35 34
internal_value=0 0.0034572 0.00276381 0.00294855 0.00320312 0.00289998 0.00174189 0.0036332 0.00052967 0.00318369 0.00382524 0.00341487 0.00397114 0.00251573 0.00195305 0.00120468 0.0014381 0.000560548 0.00514827 0.00152495 0.00366015 0.00408462 0.00392061 0.0037423 0.00390256 0.00405501 0.00424778 0.00345987 0.0040886 0.00471654
internal_weight=0 2781 563 520 445 385 340 2218 43 347 177 147 117 170 124 87 75 53 60 313 2198 518 494 461 436 411 378 141 120 237
internal_count=3121 2781 563 520 445 385 340 2218 43 347 177 147 117 170 124 87 75 53 60 313 2198 518 494 461 436 411 378 141 120 237
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 43 1 13 2 4 2 0 1 4 15 150 52 49 1 12 2 1 49 16 3 16 1 4
split_gain=4.9649 0.881005 0.436819 0.35199 0.270828 0.246578 0.171406 0.160618 0.131265 0.122325 0.113677 0.0951028 0.0929977 0.0895084 0.138802 0.100074 0.0881254 0.0873845 0.0743193 0.0653067 0.0641861 0.0635534 0.056194 0.0560377 0.0552205 0.0526958 0.0481092 0.0437232 0.0435923 0.0430461
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 -0.025214999999999998 0.077845000000000011 -0.47860499999999995 0.13501500000000002 -0.029144999999999997 0.10045500000000002 -0.10607499999999999 0.083345000000000016 0.0082450000000000006 -0.095869999999999983 1.0000000180025095e-35 -0.52606999999999993 -0.054984999999999992 0.12205500000000001 0.087695000000000009 0.11411 0.089770000000000016 -0.054319999999999993 -1.0000000180025095e-35 0.51139500000000016 0.13751500000000003 0.097525000000000014 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 7 6 13 20 -4 26 17 -9 -13 14 -1 21 -16 28 -2 -20 -3 23 -5 29 -18 -14 -6 -12 -7 -15
right_child=1 4 8 22 9 10 -8 11 -10 -11 27 12 25 15 16 -17 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00045807783247008943 0.00046622215338002621 0.00021231873435665708 0.00041664020479226314 0.0003084788208498674 9.9334263573195233e-05 0.00040476812446154677 0.00053672653623618746 0.00035687807080283482 0.00025746079731301752 7.0392741974989922e-07 0.00025352588113818894 0.00033621984112697971 0.00023591378397944037 0.0005577593245634845 0.00041804617479358725 0.00038858977607520741 0.00034792940533272953 0.00029699620516861186 0.00027306150852304291 0.00039624976300456046 0.00013826092995209417 0.00043972085372315245 0.00020263710474499388 0.00038014826666440325 0.00020885967699955214 0.00013797789621649502 0.00021288658437483451 0.00037281882264812233 0.00046111995208204961 0.00046548573134015046
leaf_weight=73 45 89 28 30 32 301 79 31 69 33 27 29 86 20 31 104 23 26 21 78 91 841 54 29 21 28 26 21 64 691
leaf_count=73 45 89 28 30 32 301 79 31 69 33 27 29 86 20 31 104 23 26 21 78 91 841 54 29 21 28 26 21 64 691
internal_value=0 0.000242198 0.000432358 0.000341309 0.000191417 0.000437678 0.0004473 0.000215943 0.000303409 9.60107e-05 0.00039577 0.000258423 0.000237079 0.000443446 0.000397213 0.000447507 0.000337971 0.000406826 0.000400151 0.000370119 0.000174878 0.000451382 0.000240438 0.000464635 0.000281555 0.000211859 0.000150237 0.000305717 0.000414649 0.000468081
internal_weight=0 673 2448 228 445 2351 1912 354 97 91 439 174 143 1833 148 1685 75 391 144 99 180 1581 84 740 44 114 58 48 365 711
internal_count=3121 673 2448 228 445 2351 1912 354 97 91 439 174 143 1833 148 1685 75 391 144 99 180 1581 84 740 44 114 58 48 365 711
is_linear=0
shrinkage=0.00196078


Tree=9613
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 2 159 1 4 2 4 1 150 0 12 4 132 1 0 3 1 10 3 2 2 4 0 2
split_gain=10.0379 1.65914 1.07384 0.921023 0.635106 0.60543 0.39108 0.3238 0.264573 0.246227 0.219404 0.212167 0.209313 0.16401 0.138127 0.138113 0.129448 0.137633 0.0905782 0.0855637 0.109478 0.0799037 0.0731993 0.0708551 0.0679177 0.0653293 0.0648249 0.0602678 0.0586962 0.0570728
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 0.09253500000000002 0.40473500000000007 0.14753000000000002 0.40945500000000007 0.089770000000000016 1.0000000180025095e-35 -0.10607499999999999 0.08815000000000002 -0.51253999999999988 0.08764000000000001 0.076935000000000017 -0.030209999999999997 0.086245000000000016 0.15799000000000005 -1.0000000180025095e-35 0.0068900000000000012 0.088745000000000004 -0.0091949999999999983 -0.036839999999999991 -0.060129999999999996 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 5 4 6 23 13 14 -4 -5 -7 12 24 16 19 -15 17 -1 22 20 -6 25 -13 -3 -10 -19 -17 -2 -18 -25
right_child=1 2 8 9 7 10 -8 -9 11 -11 -12 18 -14 15 -16 26 28 21 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00080811206908787002 0.00065623522389168831 0.00024476380469959895 0.00040087237010174746 0.00055334676882078072 0.00056997718725403188 0.00056418233263792164 0.00076435808620313223 0.00037603725802364994 0.00025279366836834696 0.00034629726568523908 0.00036418562134106952 0.00012512045707285295 0.00018474972044845152 0.00047388941830594432 0.00042777917602829251 0.000490740439032807 0.00061522128708578895 0.00065618729396785811 0.00023043738477224228 0.00062939685078834218 0.00044303470070173484 0.00056406617583826073 -1.3244009316298002e-05 0.00042911605450554174 0.0003924832040188359 0.00061030248549034504 0.00060653848655359114 0.00053106325180256742 0.00053471279447522184 0.00032477791174546824
leaf_weight=20 50 38 26 34 263 71 79 39 23 63 30 49 105 39 27 20 590 673 21 81 29 46 21 23 32 145 263 21 37 163
leaf_count=20 50 38 26 34 263 71 79 39 23 63 30 49 105 39 27 20 590 673 21 81 29 46 21 23 32 145 263 21 37 163
internal_value=0 0.000335725 0.000302291 0.000606112 0.000613837 0.000378745 0.00062928 0.00054658 0.000212589 0.000418871 0.000504777 0.000193085 0.000236078 0.000623458 0.000563208 0.00058328 0.00063202 0.000647305 0.000117494 0.000573011 0.00055737 0.000643582 8.36111e-05 0.000321917 0.000334068 0.000648054 0.000598355 0.000619213 0.00061047 0.00033768
internal_weight=0 673 602 2448 2351 325 1912 439 277 97 101 251 160 1833 400 322 1511 884 91 373 292 864 70 224 55 818 283 71 627 186
internal_count=3121 673 602 2448 2351 325 1912 439 277 97 101 251 160 1833 400 322 1511 884 91 373 292 864 70 224 55 818 283 71 627 186
is_linear=0
shrinkage=0.00196078


Tree=9614
num_leaves=31
num_cat=0
split_feature=1 52 12 1 0 33 483 12 47 14 13 157 45 2 15 52 52 40 12 1 43 16 1185 39 4 52 49 48 4 1212
split_gain=0.122059 0.0250459 0.0240299 0.0223176 0.028445 0.0195088 0.0176048 0.0170509 0.0222559 0.0225311 0.017828 0.0164531 0.0156887 0.0169935 0.0304028 0.0168831 0.0269961 0.0175301 0.0146746 0.0248941 0.0175667 0.0140094 0.013794 0.0129704 0.0157791 0.0186553 0.0137181 0.0205791 0.0156326 0.0122334
threshold=0.11146500000000002 -0.26636999999999994 0.078300000000000008 0.15471500000000002 -0.026509999999999995 0.08573500000000002 -0.070084999999999981 0.11472500000000001 0.096770000000000009 -0.47071999999999997 1.0000000180025095e-35 -0.065184999999999979 0.081955000000000014 0.11362000000000001 -0.03241999999999999 -0.087769999999999987 -0.080114999999999978 -1.0000000180025095e-35 0.087695000000000009 0.088770000000000016 0.093175000000000022 -0.037154999999999994 0.089300000000000004 0.10031500000000002 -0.17966999999999997 0.084735000000000019 0.092560000000000017 -1.0000000180025095e-35 0.053180000000000012 0.10242000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 7 -1 8 9 -3 11 -11 13 15 -15 -8 17 -17 19 20 29 -10 -20 24 -18 26 27 -26 -29 -4
right_child=1 3 18 4 -6 -7 12 -9 21 10 -12 -13 -14 14 -16 16 23 -19 22 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.005951332344557159 0.0044537232346594973 0.0044203375860967717 0.0045555067551390658 0.0020468870984456902 -0.0028908697608858347 0.0050975135760381821 0.0043289236791462342 0.0041442535024740412 0.0022987412921920943 -0.0012630817678291352 -0.00113663602891999 0.001750063229852279 0.0056101626763120291 0.0034329880311182053 -0.0011902262499788778 0.0021921585849486291 0.0056671649675990926 -0.0014337977406103165 0.0038399780101551575 0.001977990568878177 0.0072317726599673438 0.0048877680170169866 0.0058513200841844087 0.00096451081335544595 0.0022598950137034993 0.00059941821205227277 0.0012600635649869219 0.0040579963191275433 0.0071105782575905333 0.0021596207225229591
leaf_weight=24 47 23 681 28 20 23 109 37 57 20 30 193 25 33 25 40 32 20 1322 39 24 33 35 20 40 23 20 51 25 22
leaf_count=24 47 23 681 28 20 23 109 37 57 20 30 193 25 33 25 40 32 20 1322 39 24 33 35 20 40 23 20 51 25 22
internal_value=0 0.002254 0.00394406 0.00203118 -1.05116e-05 0.00226676 0.00331053 0.0021011 0.00188875 0.00142883 0.00114569 0.00146714 0.00317364 0.00303457 0.00144022 0.00327792 0.00285519 0.000983506 0.00408938 0.00443932 0.00457135 0.00324805 0.00389185 0.00338742 0.00364113 0.00323337 0.00367882 0.00409585 0.00506214 0.00448053
internal_weight=0 511 2610 464 48 416 487 393 356 266 243 213 463 438 58 380 271 60 2123 766 727 90 1357 211 191 159 136 116 76 703
internal_count=3121 511 2610 464 48 416 487 393 356 266 243 213 463 438 58 380 271 60 2123 766 727 90 1357 211 191 159 136 116 76 703
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 4 2 1 14 52 1 11 1 50 49 40 0 1 4 1 11 43 2 15 0 15
split_gain=9.69114 1.5654 0.828716 0.769832 0.542704 0.50789 0.382993 0.324041 0.289079 0.283953 0.257215 0.206857 0.195065 0.129026 0.106464 0.0867297 0.0828127 0.081703 0.0806357 0.0652347 0.0643213 0.0627913 0.0620478 0.142593 0.0569142 0.0550103 0.049317 0.0457401 0.0437915 0.0920783
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 1.0000000180025095e-35 -0.062539999999999984 0.091265000000000013 0.09253500000000002 0.062655000000000016 -0.52606999999999993 0.090405000000000013 1.0000000180025095e-35 0.12408500000000001 0.041865000000000006 -0.054984999999999992 -0.077474999999999988 -0.092759999999999995 0.13075500000000004 -0.008819999999999998 0.089770000000000016 0.094815000000000024 0.064745000000000011 0.11411 -0.14601999999999996 -0.11173999999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 19 10 -8 -10 12 -4 14 -2 28 22 -11 -6 -15 -3 -16 26 25 27 -17 -12 -5 -24 29 -1
right_child=1 4 11 21 17 -7 8 -9 9 16 15 -13 -14 18 20 24 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008306077747503198 0.00079263242046817453 0.00040587212208116055 0.00069776470703099703 0.00057989318135962323 0.00027055180104150765 0.00055982129900561026 0.00068033467905194152 0.0005369599445972568 0.0006581320544751752 0.00047051315270811274 0.00075742482692499401 0.00050798864811113921 0.00088861231361666031 0.00055815738971048598 0.0006691464067079101 0.00083106356436828176 0.00037408957435715328 0.00039615887884460779 0.00069504182892507374 0.00030362344935399237 0.00075373741150659354 0.00038461581943861016 0.0008043641985123318 0.00055309825243791825 0.00071165367559182882 0.00069740368682314879 0.0004620344761539908 0.00071315188566772024 0.00078723859490652454 0.00068462244159552346
leaf_weight=26 45 47 34 21 85 48 30 24 28 134 318 63 62 21 41 57 46 26 78 49 220 24 23 21 21 72 39 261 1111 46
leaf_count=26 45 47 34 21 85 48 30 24 28 134 318 63 62 21 41 57 46 26 78 49 220 24 23 21 21 72 39 261 1111 46
internal_value=0 0.000486443 0.000752118 0.000618557 0.000418753 0.000759446 0.000458228 0.000763607 0.000500398 0.000474445 0.000765994 0.000574508 0.000780917 0.000705577 0.000776293 0.000736918 0.000445872 0.000299973 0.000666006 0.000353683 0.000740449 0.00046938 0.00072996 0.00070901 0.000798915 0.000746344 0.000503285 0.000720539 0.000784202 0.000737339
internal_weight=0 673 2448 228 445 2351 334 2303 238 208 2279 97 1506 144 1444 773 180 111 99 96 261 84 695 305 78 390 60 284 1183 72
internal_count=3121 673 2448 228 445 2351 334 2303 238 208 2279 97 1506 144 1444 773 180 111 99 96 261 84 695 305 78 390 60 284 1183 72
is_linear=0
shrinkage=0.00196078


Tree=9616
num_leaves=31
num_cat=0
split_feature=1 3 123 2 2 4 14 2 2 2 1 1 150 0 52 4 2 49 4 475 15 1 16 50 12 40 52 2 475 475
split_gain=4.98894 0.818085 0.480344 0.322551 0.317105 0.316893 0.2172 0.178578 0.149587 0.123841 0.119567 0.105271 0.100563 0.0993704 0.0742946 0.0739044 0.0739431 0.0719617 0.0668061 0.0631193 0.0610735 0.058873 0.0564744 0.0536227 0.0479942 0.0458355 0.0448305 0.0434297 0.0412448 0.078889
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.10045500000000002 0.14753000000000002 0.27834500000000006 0.062655000000000016 -1.0000000180025095e-35 0.13501500000000002 0.10731 0.09253500000000002 0.089770000000000016 1.0000000180025095e-35 -0.095504999999999993 -0.52606999999999993 -0.55119499999999988 0.092365000000000017 -0.054984999999999992 -0.062539999999999984 -0.066784999999999983 -0.095869999999999983 0.12408500000000001 0.13751500000000003 0.041865000000000006 0.085885000000000017 -0.077474999999999988 -0.55252499999999982 0.11411 -0.088274999999999978 -0.10344499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 7 14 11 25 12 -9 -4 15 19 20 -2 -1 28 -16 -11 -5 -13 -20 -10 -6 -15 -3 -21 -7 29 -17
right_child=1 4 10 8 23 27 -8 9 22 18 -12 13 -14 24 17 16 -18 -19 21 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059538194096237158 0.00049023962179949607 0.00022354571558270893 0.00042195041162298075 0.00050474504188745056 0.00010001597602796906 0.00033245422737368573 0.00058071155948936568 0.00035527669326894124 0.00025849218075160284 0.00035585520387280219 0.0002776683439780925 0.00043013660649592479 0.00031597088343923182 0.0003738986158335402 0.00029226966170954106 0.00050820515502689146 0.00045218749246390472 0.00042158233263104206 0.00026566393590847449 0.00052136476863833025 0.00030159274956174925 0.00018615870115657647 0.00039406879557197497 0.00020823974128298853 0.00046762797050027132 0.00013783810625252055 0.00042540542818563372 0.00023940653287868367 0.0004897219146761105 0.00033805341587639322
leaf_weight=22 45 47 34 53 75 30 79 62 27 22 63 30 26 23 21 22 280 78 115 20 27 52 21 23 242 49 292 54 1167 20
leaf_count=22 45 47 34 53 75 30 79 62 27 22 63 30 26 23 21 22 280 78 115 20 27 52 21 23 242 49 292 54 1167 20
internal_value=0 0.000272842 0.000463461 0.00046904 0.000223908 0.000368348 0.000480045 0.000251724 0.00042111 0.000279233 0.000328241 0.000475707 0.000433791 0.000443518 0.00042418 0.000482566 0.0004809 0.000394152 0.000254288 0.000442184 0.000369247 0.000240908 0.000317807 0.000125415 0.000459493 0.000179799 0.000431557 0.000272638 0.000487549 0.000427181
internal_weight=0 673 2448 2351 445 228 1912 347 439 251 97 1833 391 322 144 1511 1489 99 189 365 57 167 48 98 265 96 312 84 1209 42
internal_count=3121 673 2448 2351 445 228 1912 347 439 251 97 1833 391 322 144 1511 1489 99 189 365 57 167 48 98 265 96 312 84 1209 42
is_linear=0
shrinkage=0.00196078


Tree=9617
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 4 2 2 1 2 2 4 14 49 1 2 11 3 15 50 1 1 159 1 2 12 13 2 4 4
split_gain=9.30631 1.59408 0.701302 0.699626 0.622638 0.399042 0.37227 0.361548 0.358598 0.29806 0.241263 0.179261 0.163806 0.134256 0.122484 0.119572 0.0994847 0.107778 0.0951101 0.0946351 0.0944344 0.0841197 0.0796463 0.0820961 0.154619 0.0845074 0.0768386 0.072784 0.0678699 0.0657267
threshold=0.104035 -0.059315 0.27834500000000006 -0.029094999999999999 0.14753000000000002 0.36766000000000004 0.089885000000000007 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.13754500000000003 -0.15464999999999998 0.062655000000000016 -0.054984999999999992 0.12408500000000001 0.094835000000000017 1.0000000180025095e-35 -0.11171999999999999 -0.059484999999999989 0.041865000000000006 0.12000500000000001 0.091195000000000012 0.0089800000000000019 0.086920000000000011 0.098035000000000011 0.095780000000000018 0.11217000000000001 0.13501500000000002 0.42642000000000008 0.061775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 8 7 6 12 20 15 29 16 -11 21 -2 28 -1 17 26 -17 -6 -3 -5 23 25 -25 -19 -8 -4 -13 -9
right_child=1 4 27 5 19 -7 10 9 -10 11 -12 14 -14 -15 -16 18 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00064938105361853603 0.00040103462699715513 0.0002818544597025068 0.00034781689788017524 0.000615605919058055 8.45590893019773e-05 0.0003150514126116154 0.00039154662094051168 0.00053347550478636044 0.0003449937682865252 0.00046921354013275141 0.00040685204077348168 0.00028392637228698281 0.00071355566358059829 0.00056094557187228507 0.00019745992089770622 0.00055974534107592559 0.0006358069462807451 0.00058829227944387572 0.00038877609326983946 0.00022833114271572229 0.00015065621162181408 0.00057281383968034037 0.0006167997502175669 0.00034975139862474273 0.00057088272819256645 0.00053971559132307673 0.00054112594718423387 0.00021866597616306655 0.00038686946202656092 0.00039929387024969007
leaf_weight=26 24 31 62 1111 75 20 23 25 67 21 37 97 60 127 52 29 77 305 22 23 66 210 110 20 31 251 31 23 33 32
leaf_count=26 24 31 62 1111 75 20 23 25 67 21 37 97 60 127 52 29 77 305 22 23 66 210 110 20 31 251 31 23 33 32
internal_value=0 0.000324568 0.000455334 0.000582451 0.000256742 0.000590802 0.000593236 0.000294745 0.00044989 0.000332859 0.000561841 0.00029768 0.000613354 0.000535529 0.000277887 0.000541164 0.000568603 0.000561892 0.000485994 0.000118302 0.000192586 0.000608803 0.000568254 0.000559457 0.000484165 0.000566363 0.000477416 0.00031287 0.000310058 0.000458145
internal_weight=0 691 236 2430 455 2286 2266 357 144 260 885 203 1381 151 182 77 848 771 51 98 97 1321 717 607 51 556 54 85 130 57
internal_count=3121 691 236 2430 455 2286 2266 357 144 260 885 203 1381 151 182 77 848 771 51 98 97 1321 717 607 51 556 54 85 130 57
is_linear=0
shrinkage=0.00196078


Tree=9618
num_leaves=31
num_cat=0
split_feature=1 4 3 3 1 1 4 12 2 0 12 2 457 4 157 13 4 47 47 1 12 1 52 15 4 3 0 16 39 50
split_gain=5.13554 0.680633 0.567227 0.501757 0.277466 0.242857 0.227992 0.193993 0.187109 0.168784 0.182404 0.152524 0.120056 0.113762 0.0845353 0.0893853 0.0749106 0.0712278 0.0671277 0.0628663 0.0577846 0.0580932 0.0558842 0.0534659 0.0461182 0.100566 0.0454427 0.0633903 0.0443497 0.0432602
threshold=0.10752500000000002 0.27287000000000006 -0.065819999999999976 -0.065819999999999976 0.12958500000000003 0.092390000000000014 0.36766000000000004 -1.0000000180025095e-35 0.14285500000000004 -0.14832499999999996 1.0000000180025095e-35 0.13404500000000005 0.094310000000000019 0.033845000000000007 -0.071119999999999989 -0.00096999999999999983 0.024790000000000003 0.077555000000000013 0.078345000000000012 0.16175000000000003 0.088245000000000004 0.089875000000000024 -0.52606999999999993 0.079055000000000014 -0.49013999999999996 0.090900000000000009 -0.086284999999999987 -0.013024999999999998 0.088025000000000006 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 22 28 11 9 -7 14 -1 -11 17 -9 20 -5 18 -17 23 -16 -6 21 -12 -2 24 -4 26 27 -26 -3 -10
right_child=1 4 5 8 19 7 -8 12 29 10 13 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00057000402068974922 0.00050056624468885547 0.0002688585344598205 0.00048120226011890652 0.00016941559464469846 0.00014136658764050212 0.00027254194906894486 0.00027704810566920175 0.00043375252207268058 8.8675428954945282e-05 0.00031687214559416541 0.0004894018833795687 0.00031250321370202537 0.00026672749087061425 0.00042404315998280818 0.00022802084021521446 0.0004422147662940888 0.00028993553749562733 0.00052592367999418929 0.00033914478638486639 3.4067677534824493e-05 0.00046316072234373469 0.00039682325470134799 0.00039752889692227014 0.00048496845438943613 0.00041771578802084815 0.00031549258887123499 0.00038087319071386375 0.0005303198639164912 0.00018542098945014475 0.00021053653951285599
leaf_weight=62 28 95 35 20 131 90 24 78 24 31 748 40 21 198 57 27 23 34 33 25 914 27 73 55 57 39 49 29 33 21
leaf_count=62 28 95 35 20 131 90 24 78 24 31 748 40 21 198 57 27 23 34 33 25 914 27 73 55 57 39 49 29 33 21
internal_value=0 0.000248816 0.000451957 0.000312976 0.000179687 0.000394717 0.00046701 0.000338427 0.000257244 0.000469313 0.000466058 0.000426192 0.000398323 0.000468509 0.00028866 0.000305695 0.000372166 0.000441452 0.000268766 0.000124171 0.000473722 0.000486177 0.000426094 0.000430574 0.000416259 0.000403196 0.000428532 0.000455687 0.000247347 0.000145544
internal_weight=0 590 2531 306 284 527 2004 189 205 1980 1918 338 99 1887 160 140 50 298 90 156 1689 775 101 264 209 174 135 86 128 45
internal_count=3121 590 2531 306 284 527 2004 189 205 1980 1918 338 99 1887 160 140 50 298 90 156 1689 775 101 264 209 174 135 86 128 45
is_linear=0
shrinkage=0.00196078


Tree=9619
num_leaves=31
num_cat=0
split_feature=1 12 3 4 49 13 51 43 3 4 147 39 12 16 13 2 43 376 48 12 11 15 51 14 16 43 2 131 16 15
split_gain=0.220266 0.0404343 0.0358487 0.0315108 0.0278259 0.0271983 0.0238753 0.0231489 0.0296415 0.0202684 0.0172212 0.0166423 0.0166066 0.0164536 0.0170711 0.0159969 0.0150674 0.0183762 0.0186615 0.0148146 0.0189658 0.0286468 0.03817 0.0232799 0.0212399 0.0226235 0.0172713 0.029442 0.014672 0.0145368
threshold=0.11146500000000002 0.078300000000000008 0.31534000000000006 -0.010655 -0.056454999999999991 -0.47860499999999995 -0.40274499999999996 -0.077604999999999993 0.11658 0.053180000000000012 0.086575000000000013 0.088025000000000006 -0.26532499999999998 -0.16075999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10131 0.084545000000000009 0.083685000000000009 0.11734000000000001 1.0000000180025095e-35 0.040760000000000005 0.10411500000000001 0.078320000000000015 0.0057500000000000008 -0.0043399999999999992 0.084415000000000004 0.090385000000000007 -0.082179999999999989 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 12 -5 16 10 19 13 15 -4 14 -9 -8 -1 18 -18 20 24 22 -22 -23 -3 26 27 -26 -15 -17
right_child=2 9 5 6 -6 -7 11 8 -10 -11 -12 -13 -14 28 -16 29 17 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0047954441300438102 0.0026937669326523037 0.0056340229849574904 0.0043089225933027383 0.0053899521446403344 0.0063545037751152585 -0.0011600790245486707 0.0047201049507129937 0.0053366147336505708 0.0025650953437434511 0.0045424384214547003 0.0026899935648543763 0.0016758508977339362 0.0008559938651160337 0.0035580520943293108 0.009418849349021912 0.0039749592945944254 0.000126814532841584 0.005006363272416191 0.0032431981070776997 0.0040159132127882916 0.006633620235571961 0.011214472253341228 0.0017368288803845647 0.0068653480542707262 0.0004392287624068558 0.0023888135069314188 0.0055158596221996058 0.0049922032312642098 0.0055686721775875707 0.001792905013972353
leaf_weight=51 33 1366 26 34 56 33 50 21 48 244 24 119 30 46 20 49 33 26 46 64 78 20 20 32 20 37 193 49 172 81
leaf_count=51 33 1366 26 34 56 33 50 21 48 244 24 119 30 46 20 49 33 26 46 64 78 20 20 32 20 37 193 49 172 81
internal_value=0 0.00521136 0.00294103 0.00332567 0.00499715 0.00111718 0.00287894 0.00438956 0.00486288 0.00539988 0.00525261 0.00259341 0.00245914 0.00549007 0.00732795 0.00320002 0.00338529 0.00270036 0.00194142 0.00551122 0.00556395 0.00664093 0.00563428 0.00853809 0.00546692 0.00470351 0.00503039 0.0036725 0.00514441 0.00261537
internal_weight=0 2610 511 422 89 89 333 487 331 2123 283 299 56 259 41 180 156 105 79 1879 1815 150 98 52 1665 299 262 69 218 130
internal_count=3121 2610 511 422 89 89 333 487 331 2123 283 299 56 259 41 180 156 105 79 1879 1815 150 98 52 1665 299 262 69 218 130
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=31
num_cat=0
split_feature=1 155 2 41 9 10 0 0 3 51 3 2 1446 49 1 49 1 0 43 0 11 3 52 50 133 48 51 13 0 15
split_gain=0.179257 0.0495431 0.0308149 0.0318288 0.0298511 0.0350715 0.0307589 0.0259283 0.0214877 0.0179396 0.0183703 0.0175967 0.0156996 0.0162165 0.0235215 0.0351835 0.0245121 0.0200063 0.019036 0.0187178 0.0206754 0.0187046 0.0239986 0.0177679 0.0224025 0.0156869 0.0184748 0.0155658 0.0142712 0.0141127
threshold=0.10293500000000001 0.11245500000000001 0.11682500000000001 0.088820000000000024 -1.0000000180025095e-35 0.058500000000000003 -0.13843999999999998 0.22582000000000002 0.0022600000000000003 0.10027500000000002 0.42240500000000009 0.10188000000000001 0.11581000000000001 -0.008964999999999999 0.085605000000000014 -0.067649999999999988 0.07635500000000002 -0.089964999999999976 -0.085254999999999984 -0.14920999999999998 0.079300000000000009 0.083060000000000009 0.016565000000000003 0.11875500000000001 0.039215000000000007 0.081275000000000014 0.020580000000000005 -0.06977499999999999 -0.062294999999999996 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 9 -2 6 8 11 -6 10 -4 12 13 14 16 27 17 -1 -19 21 23 22 -15 -21 -25 -13 -27 -16 -11 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 28 -12 25 -14 19 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.005760082352384361 0.0014353491418212113 0.0057206450834618424 0.0015440798467882286 0.0058011537045240405 0.00093810512044001371 0.0010702433405703931 0.0049711390923332889 0.0012783828679294815 0.0038825285200693865 0.0046733950604609551 -0.0015152462235908555 0.0044819546840411525 0.0074698157191354156 0.0096395752427202684 0.0063270335157330215 0.00063775258783537608 0.0076786092310040096 0.004408643371773077 0.0013038498395222375 0.00505298691969348 0.0019643163875393247 0.0041801778969820591 0.005591369843023131 0.00093232412861349681 0.0048552226929648506 0.0039584610021362703 0.00042248677928000692 0.0015381902029849184 0.0016138715250417592 0.0051703143329359588
leaf_weight=66 69 61 182 20 39 43 171 21 68 31 22 316 24 27 26 39 27 67 28 1493 23 25 32 24 37 45 22 23 30 20
leaf_count=66 69 61 182 20 39 43 171 21 68 31 22 316 24 27 26 39 27 67 28 1493 23 25 32 24 37 45 22 23 30 20
internal_value=0 0.00299142 0.00274478 0.00195439 0.00332237 0.00372799 0.00413907 0.00477668 0.00280933 0.00166407 0.00121415 0.00480776 0.00492772 0.00489655 0.00421464 0.00303852 0.00489029 0.00442269 0.00349355 0.00501806 0.00494059 0.00647258 0.00744394 0.00498464 0.00331179 0.00418727 0.00279739 0.00439547 0.00316871 0.00322755
internal_weight=0 736 675 285 390 321 278 2385 107 265 204 2364 1981 1957 296 108 188 161 95 1661 1577 84 59 1554 61 383 67 69 61 43
internal_count=3121 736 675 285 390 321 278 2385 107 265 204 2364 1981 1957 296 108 188 161 95 1661 1577 84 59 1554 61 383 67 69 61 43
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 2 14 48 0 15 0 4 2 4 47 157 0 159 15 4 1 16 16 1 160 158
split_gain=6.03503 1.0179 0.657871 0.545724 0.376662 0.329507 0.18272 0.181567 0.171762 0.169355 0.126058 0.122086 0.0859329 0.144113 0.0873766 0.0805455 0.079813 0.107795 0.0725067 0.0656337 0.0586925 0.0579581 0.0628365 0.0811846 0.121876 0.0559032 0.0515933 0.0512967 0.0447721 0.0436228
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.089410000000000003 0.092235000000000025 0.13082500000000002 0.09253500000000002 0.11474000000000002 0.13501500000000002 0.062655000000000016 -0.015314999999999997 -0.10607499999999999 -0.10469999999999999 -0.14226499999999997 0.0082450000000000006 0.14838000000000004 0.42051500000000003 0.090100000000000013 -0.41266499999999995 0.18019500000000002 0.082585000000000006 -0.23060499999999998 -0.013125 0.086455000000000018 0.11346000000000002 -0.16075999999999999 0.11588000000000001 -1.0000000180025095e-35 0.092615000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 10 16 -5 27 11 12 -7 13 -1 -15 -14 17 -4 -3 -13 21 22 -21 -24 -25 -11 -18 -6 -19 -23
right_child=1 2 6 7 8 9 -8 -9 -10 25 -12 19 15 14 -16 -17 26 28 -20 20 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00054023115028982601 0.00048633148853243125 0.00024327779901320466 0.00024882849845404403 0.00045037645733278275 0.0004926488890639191 0.00033689927551712765 0.00030632990445579687 0.00027257923032900615 0.00025462986312279408 0.00027759636500864366 0.00058795429323196108 0.0005559642928286611 0.0005051185485219769 0.00043995699063907026 0.0002924666837658114 0.00043391422414239131 0.00015146561706760566 0.00020599523565509659 0.0003415165705372168 0.0005563976489267894 0.00035606359515120002 0.00054219515441316778 0.00047300991587156634 0.00043793935636554106 0.00027775220819475016 0.0004118946903848393 5.4249103188413159e-05 0.00038987324438630579 0.00011474608676317849 0.00045863518349751508
leaf_weight=39 74 192 55 34 43 30 34 63 23 26 62 29 1338 47 23 64 43 29 34 23 20 58 299 210 20 22 41 33 72 41
leaf_count=39 74 192 55 34 43 30 34 63 23 26 62 29 1338 47 23 64 43 29 34 23 20 58 299 210 20 22 41 33 72 41
internal_value=0 0.000269375 0.000242572 0.000479029 0.000302237 0.000484975 0.000171801 0.0003349 0.000403093 0.000451968 0.000501301 0.000459386 0.000497745 0.000444713 0.000391496 0.000501868 0.000152743 0.000178982 0.000258057 0.000464636 0.000460689 0.000463903 0.000456068 0.000451706 0.00042401 0.00033915 0.000104015 0.000448023 0.000140946 0.00050759
internal_weight=0 673 599 2448 325 2351 274 97 99 778 1573 730 1511 109 70 1402 240 156 226 700 671 651 552 529 230 48 84 76 101 99
internal_count=3121 673 599 2448 325 2351 274 97 99 778 1573 730 1511 109 70 1402 240 156 226 700 671 651 552 529 230 48 84 76 101 99
is_linear=0
shrinkage=0.00196078


Tree=9622
num_leaves=31
num_cat=0
split_feature=1 12 44 3 12 4 1 39 156 2 50 13 403 15 49 1447 159 1446 1212 0 160 4 4 12 2 2 50 484 1213 15
split_gain=0.174261 0.0442798 0.0233875 0.0228203 0.0217539 0.0213911 0.0208317 0.0196337 0.0166427 0.0238375 0.0189001 0.0154222 0.0291559 0.050047 0.0275769 0.0243034 0.0684515 0.0224681 0.0227801 0.0204961 0.0278059 0.022869 0.0393293 0.0228499 0.0198473 0.0189665 0.0166919 0.0148246 0.0148243 0.0161781
threshold=0.11690500000000002 0.078300000000000008 1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 0.053180000000000012 0.08864000000000001 0.088025000000000006 0.10339000000000002 0.116525 0.12394500000000001 -0.085384999999999975 0.104315 0.085935000000000025 0.085970000000000005 -0.085024999999999989 -0.085489999999999997 0.083715000000000026 0.037395000000000005 -0.089604999999999976 -0.080719999999999986 -0.015624999999999998 -0.080924999999999983 0.085250000000000006 0.087545000000000026 0.085785000000000014 0.094920000000000018 -0.011244999999999998 -0.081599999999999992 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -5 11 -1 8 9 -2 -11 12 13 14 19 16 -13 18 25 26 -21 22 23 -22 -16 -15 -3 -8 -17 -30
right_child=3 5 -4 4 -6 -7 27 -9 -10 10 -12 15 -14 17 24 28 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0043974662646428095 0.0044540955932237782 0.0047006503191022652 0.0064390624844236303 0.0030202533002011479 -8.5398387302880859e-05 0.0038871318263355298 0.0056674036613133345 0.0018094177629929178 0.0061599352641496814 0.00078195900026841239 0.004409068998647854 0.0067477432091254744 0.0032112357882540798 0.009925091409912476 0.0052533585370141776 0.0056412603801241287 -0.0011012272369116546 0.010248358799245856 0.0046184465005353562 0.00020521195227047432 0.0069403201771470226 0.0064729573346222896 -0.00016296359953349053 0.0030719783371062699 0.0084529113952268031 0.0061409841257113002 0.0076724680847729794 0.0029236011727772179 0.0048367207251961419 0.0039909592480398713
leaf_weight=193 65 63 30 34 67 270 21 132 20 51 20 20 57 26 47 164 25 23 32 20 26 33 23 37 33 27 27 316 919 300
leaf_count=193 65 63 30 34 67 270 21 132 20 51 20 20 57 26 47 164 25 23 32 20 26 33 23 37 33 27 27 316 919 300
internal_value=0 0.00451564 0.00372278 0.00225344 0.000960069 0.00472006 0.00356903 0.00270701 0.00346651 0.00307042 0.00180368 0.0048383 0.00533255 0.00562251 0.00497484 0.00467425 0.0023872 0.00747557 0.00672529 0.00441648 0.00365522 0.00423505 0.00337632 0.00466844 0.00657317 0.00799734 0.0055922 0.00309458 0.00474866 0.00462858
internal_weight=0 2732 560 389 101 2172 530 288 156 136 71 1902 474 417 309 1428 45 108 85 229 139 119 86 63 80 53 90 337 1383 1219
internal_count=3121 2732 560 389 101 2172 530 288 156 136 71 1902 474 417 309 1428 45 108 85 229 139 119 86 63 80 53 90 337 1383 1219
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=31
num_cat=0
split_feature=1 155 11 0 2 15 457 52 14 10 13 10 14 52 3 4 49 43 49 1212 403 12 12 15 2 2 4 4 0 13
split_gain=0.141641 0.0392783 0.0286102 0.0218103 0.0199497 0.0273772 0.0327223 0.0258966 0.0245515 0.0292294 0.0152456 0.0152066 0.015109 0.0232485 0.0144057 0.0182918 0.0188366 0.0153617 0.0188165 0.0195468 0.0306331 0.0247243 0.0247249 0.0170338 0.0219594 0.0423101 0.0234648 0.0233595 0.0242959 0.0268658
threshold=0.10293500000000001 0.11245500000000001 -1.0000000180025095e-35 0.22582000000000002 0.11682500000000001 -0.41942499999999994 0.079590000000000008 0.12354000000000001 -1.0000000180025095e-35 0.11294000000000003 -0.0044799999999999987 -0.086389999999999981 -1.0000000180025095e-35 -0.065544999999999978 0.092670000000000016 -0.059649999999999988 0.005085000000000001 0.0034250000000000005 0.11560500000000001 -0.040879999999999993 0.50599500000000008 0.08598500000000002 0.088930000000000023 -0.11033999999999998 0.089885000000000007 0.091545000000000015 -0.075889999999999999 -0.080584999999999976 -0.082184999999999994 -0.091904999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 5 7 -7 8 -4 -10 -8 -1 13 -6 17 -16 -17 18 19 20 21 -13 -23 -19 27 -26 -27 -25 29 -29
right_child=1 -3 4 -5 12 6 10 -9 9 -11 -12 14 -14 -15 15 16 -18 23 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0014673333591781557 -0.0013477469165809452 0.0050277146096646668 0.0029498225260202009 0.00097605920884580831 0.00062695832543626989 0.0039050682175376574 -0.00093093022615427061 0.0043316568882305131 -0.0038536835393460939 0.0015527414740063251 0.002536637050798163 0.008707656294831799 0.0013683385037196181 0.0042437800024904748 0.004321935933295472 0.00037201130420298263 0.0042396280562388717 0.0054963700338266789 0.0030894479258276992 0.0044064212797295136 0.0031181516553536342 0.003110633335130003 0.007431160068760316 0.0029756980031946456 -0.0014434337737925706 0.0056652913924635333 0.0027425689969563507 0.0048165461141616113 0.0038135848083664064 0.0093592392665374554
leaf_weight=20 20 61 23 21 27 243 21 22 20 20 32 36 195 52 62 34 20 50 100 1571 33 26 27 77 21 34 143 30 57 23
leaf_count=20 20 61 23 21 27 243 21 22 20 20 32 36 195 52 62 34 20 50 100 1571 33 26 27 77 21 34 143 30 57 23
internal_value=0 0.00259761 0.00237801 0.00418455 0.00249177 0.00295978 0.00341404 0.00137792 0.000346462 -0.00115047 0.0011627 0.00421305 0.00184099 0.00300765 0.00423648 0.00315001 0.00180446 0.00429304 0.00442238 0.00450111 0.00572043 0.00668532 0.00531166 0.00375994 0.00353443 0.00280048 0.003304 0.00431156 0.00524667 0.0067879
internal_weight=0 736 675 2385 655 381 296 85 63 40 53 2364 274 79 2344 116 54 2228 1793 1693 122 89 53 435 385 198 177 187 110 53
internal_count=3121 736 675 2385 655 381 296 85 63 40 53 2364 274 79 2344 116 54 2228 1793 1693 122 89 53 435 385 198 177 187 110 53
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 2 150 4 4 0 150 47 0 16 12 1 3 0 43 4 1 160 15 15
split_gain=8.5722 1.4619 0.862937 0.72716 0.510801 0.499765 0.269908 0.25283 0.234365 0.224189 0.180576 0.150871 0.131023 0.11945 0.117711 0.171868 0.117366 0.0906436 0.084884 0.0878361 0.0802072 0.0779954 0.0656335 0.0641908 0.084319 0.0641012 0.0595363 0.0576976 0.0560568 0.0518111
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.11474000000000002 0.092845000000000025 0.14838000000000004 1.0000000180025095e-35 0.27834500000000006 0.0061450000000000003 -0.11173999999999999 0.091105000000000005 0.090100000000000013 -0.14723999999999998 -0.052894999999999991 0.087695000000000009 0.089770000000000016 -0.13927999999999999 -0.064339999999999994 -0.065269999999999981 -0.49013999999999996 0.11588000000000001 -1.0000000180025095e-35 -0.03241999999999999 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 6 14 11 12 26 -5 13 22 -4 15 28 18 -3 -16 -20 21 25 -7 -22 -25 -17 -6 -15 -1 -13
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 29 -14 27 16 20 -18 -19 19 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00051804110008056472 0.00056977758697961719 0.0002722330384541126 0.00029556182882501796 0.00049490261266218279 0.00055538331375933796 0.00058548644863676974 0.00068910842601851909 0.00034274935769731555 0.00037320598170885607 0.0002911219528565804 0.00032073424039469437 0.00013332079613786197 0.00038573533463472407 0.00024622371834185389 0.00065557147756404839 0.00067744073835579129 0.00039269036429998515 0.00038352116889282128 0.00055147259107540673 0.00043917432844805783 0.00057013737689548788 0.00048655170231473214 0.00051595477147146267 0.00039907524617863632 0.00056988548414379939 0.0005936039965560425 0.00044520834656747692 0.00014620352780146711 0.00039305608929591433 2.681216062503118e-05
leaf_weight=37 71 191 41 37 44 62 76 37 48 24 60 59 27 30 22 37 23 33 114 35 778 25 330 20 25 670 33 85 22 25
leaf_count=37 71 191 41 37 44 62 76 37 48 24 60 59 27 30 22 37 23 33 114 35 778 25 330 20 25 670 33 85 22 25
internal_value=0 0.000303674 0.00027229 0.000553541 0.000340826 0.000560406 0.000574639 0.000191877 0.000502985 0.000456591 0.00038717 0.000168618 0.000517852 0.000204693 0.000569827 0.000575312 0.000524193 0.000288628 0.00054188 0.000525094 0.000579254 0.000594185 0.000526952 0.000565973 0.00049397 0.000597991 0.000508165 0.000172296 0.000471437 0.000101622
internal_weight=0 673 602 2448 325 2351 1884 277 467 101 97 240 419 156 1808 1614 194 224 171 149 1555 732 392 823 45 707 77 115 59 84
internal_count=3121 673 602 2448 325 2351 1884 277 467 101 97 240 419 156 1808 1614 194 224 171 149 1555 732 392 823 45 707 77 115 59 84
is_linear=0
shrinkage=0.00196078


Tree=9625
num_leaves=31
num_cat=0
split_feature=1 12 1 4 1 2 2 52 2 4 43 131 52 4 51 48 48 13 4 484 160 42 4 130 13 52 9 14 13 16
split_gain=0.147389 0.0265954 0.0261059 0.0273265 0.0220564 0.0213103 0.020593 0.0197118 0.0196298 0.0195689 0.0186602 0.018304 0.0178342 0.0178021 0.0156959 0.0150813 0.0168226 0.0142106 0.0138604 0.0138543 0.0135632 0.0122756 0.011737 0.0199397 0.0277033 0.0178624 0.0121545 0.0144034 0.0141263 0.0190187
threshold=0.11146500000000002 -0.010834999999999999 0.14262000000000002 -0.010655 0.092845000000000025 0.093320000000000014 0.25063000000000007 -0.046924999999999988 0.13501500000000002 0.24564500000000003 0.084740000000000024 0.093840000000000021 0.039215000000000007 0.181285 -0.24107999999999999 0.11376500000000002 0.10184000000000001 -0.0093149999999999986 0.51164000000000009 -0.070054999999999992 0.08325500000000001 0.091955000000000023 0.042705000000000007 0.095135000000000011 -0.0057949999999999989 -0.046924999999999988 0.081890000000000004 0.097795000000000007 -0.16152999999999998 -0.14322499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 -1 11 -2 9 13 14 18 -11 15 -5 16 22 21 -4 -16 -7 -6 26 24 25 -24 27 28 -3 -30
right_child=2 8 6 10 17 20 -8 -9 -10 12 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0064237059704188642 0.0032492047312464851 0.0022927764381165615 0.0013722148689945849 0.004109847808963266 0.0037433561408246499 0.0021921477078123849 -0.0020135153597220781 0.0065463819727301607 0.0020134958880953491 0.0020219239399011713 0.0043600464106670449 -0.0011261326685780661 0.0047232283834238997 0.0070786773713062637 -0.00080629655387296916 0.0065092288516461847 0.0027998926140269335 0.00061177593491199174 0.0044524333473028883 0.0018789099407625959 0.0052699293098634201 0.00088649738047804163 0.0012320570360102199 0.00054308255290379758 0.0063690747220867443 0.0039582259116996725 0.0067670389411172696 0.0016785390581935643 0.006119748616835014 0.0043523530224861473
leaf_weight=29 66 32 48 29 53 45 20 25 40 72 35 20 37 23 21 30 77 41 21 226 21 21 34 20 35 82 21 20 63 1814
leaf_count=29 66 32 48 29 53 45 20 25 40 72 35 20 37 23 21 30 77 41 21 226 21 21 34 20 35 82 21 20 63 1814
internal_value=0 0.00411581 0.00225865 0.00263084 0.00303667 0.00416424 0.000886004 0.00415502 0.00421023 0.00424747 0.00218485 0.00153758 0.00293888 0.00431083 0.00190901 0.00428226 0.00425186 0.00210519 0.00230967 0.00165061 0.00317144 0.00293263 0.00430458 0.0035102 0.00390319 0.00315918 0.00437424 0.00434819 0.00437616 0.00441167
internal_weight=0 2610 511 402 210 95 109 91 2400 2360 311 89 109 2251 276 2228 2198 115 69 247 66 74 2121 171 151 116 1950 1929 1909 1877
internal_count=3121 2610 511 402 210 95 109 91 2400 2360 311 89 109 2251 276 2228 2198 115 69 247 66 74 2121 171 151 116 1950 1929 1909 1877
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=31
num_cat=0
split_feature=1 12 43 3 15 147 47 402 3 13 12 2 39 0 4 10 0 16 15 9 12 43 15 42 11 11 12 11 0 156
split_gain=0.123024 0.03616 0.0193377 0.0234475 0.0216608 0.0197486 0.0153459 0.0153189 0.014708 0.0162838 0.0440422 0.022388 0.0185802 0.0143295 0.0173127 0.014246 0.0175275 0.0192414 0.0166899 0.0149749 0.0140628 0.0136827 0.0149649 0.0132655 0.011958 0.0248056 0.0241455 0.0188034 0.0127544 0.0307251
threshold=0.12000500000000001 0.078300000000000008 -0.073404999999999984 0.11658 -0.0058549999999999991 0.089365000000000014 0.085505000000000012 0.091530000000000014 -0.010424999999999999 -0.11122999999999998 -1.0000000180025095e-35 0.14285500000000004 0.092205000000000023 -0.040504999999999992 0.022185000000000003 -1.0000000180025095e-35 -0.14454499999999995 -0.076669999999999988 -1.0000000180025095e-35 -0.08477999999999998 0.099815000000000015 -0.23229999999999998 -0.43375999999999998 -0.069529999999999995 0.080455000000000013 0.086080000000000018 0.089300000000000004 0.091795000000000015 -0.064754999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 -5 -4 7 8 21 10 -10 12 -11 14 -8 19 -17 -18 -19 -1 24 -2 -23 -22 28 26 -26 -27 -3 -30
right_child=6 20 3 4 -6 -7 13 -9 9 11 -12 -13 -14 -15 -16 16 17 18 -20 -21 23 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0020354296546429397 0.0001598880734361176 0.0039492835275192432 0.003981031525396324 0.0029100769179715449 -0.0005767587395384908 0.00073067828081548221 0.0058226157235912977 -0.0013352183644697521 0.0046790023100490141 0.0031075134075113707 -0.00093338400065140048 -0.0029500444250350651 -0.001006618954472841 0.0003426381120031389 0.0024106858964559851 0.0011117193826066796 0.0057741574065473221 0.0036591332464013249 0.00031032024906546053 -0.0014130288257729264 0.0041896565601246445 0.0050944962805563902 0.0020141386974896511 0.0028845352897803227 0.0044977845419097049 0.0023715285613434391 0.0091317130845378746 0.0059120943769812584 0.0059160897488017448 0.0017032470480938045
leaf_weight=34 21 1624 286 62 25 20 20 22 29 21 27 22 23 21 58 48 26 46 22 20 111 24 46 261 23 40 22 24 23 70
leaf_count=34 21 1624 286 62 25 20 20 22 29 21 27 22 23 21 58 48 26 46 22 20 111 24 46 261 23 40 22 24 23 70
internal_value=0 0.00364791 0.00295208 0.00335673 0.00190811 0.00376859 0.00161695 0.001177 0.00143648 0.000718805 0.00197303 -0.000345385 0.000956944 0.00266129 0.00328554 0.00214072 0.00266646 0.00346038 0.00257569 0.000758223 0.00383437 0.00239864 0.00307026 0.00327397 0.00394854 0.0049642 0.00676326 0.00369924 0.00388406 0.00274513
internal_weight=0 2787 589 393 87 306 334 235 213 122 56 66 44 99 78 196 142 94 68 54 2198 91 70 372 1826 109 45 64 1717 93
internal_count=3121 2787 589 393 87 306 334 235 213 122 56 66 44 99 78 196 142 94 68 54 2198 91 70 372 1826 109 45 64 1717 93
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=31
num_cat=0
split_feature=1 12 132 1456 34 2 12 1 2 151 49 4 4 150 15 49 4 97 14 4 475 0 4 3 15 10 2 12 160 160
split_gain=0.0996495 0.0292896 0.0176358 0.0188596 0.0143443 0.0231959 0.0186131 0.0250403 0.0172964 0.014198 0.0265323 0.0133839 0.0154243 0.0132252 0.0126702 0.0168812 0.0134849 0.0107207 0.0100266 0.0109316 0.0178189 0.0135593 0.0150517 0.0114032 0.0260972 0.0128554 0.0163394 0.0100178 0.00988461 0.0151826
threshold=0.12000500000000001 0.078300000000000008 0.092395000000000019 -0.085469999999999977 -0.038779999999999995 0.116525 -0.42850999999999995 0.15799000000000005 -0.15339499999999998 0.015440000000000001 -0.069799999999999987 -0.04890499999999999 0.066685000000000008 -0.094239999999999977 0.13592500000000005 -0.15498999999999999 0.40124500000000002 -0.079444999999999988 0.081185000000000021 -0.17966999999999997 -0.07409499999999998 -0.055064999999999996 0.066685000000000008 0.12178000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087955000000000019 0.080890000000000017 -0.55323499999999981 -0.54784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 17 8 -7 11 -6 13 -11 -8 -13 -5 15 -3 27 -2 19 -15 -21 23 -23 24 25 -22 -27 -17 -29 -30
right_child=4 14 -4 9 5 6 7 -9 -10 10 -12 12 -14 18 -16 16 -18 -19 -20 20 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0056445770113813607 0.0013665776397655941 0.0063773868838325146 0.00011058691889047623 0.00094109244014629542 0.00066876893009369578 0.0039764309441670774 0.0032553456499814417 -0.0025741828279569746 0.0037740779981594273 0.0032368113119446208 -0.00090268944128183651 -0.0014623615834425438 0.0013014548359483128 0.0039375285945789078 0.0017902266937825416 0.0056659828782791187 0.0016161250829239951 -0.0017922355288068172 0.0051754471054300671 0.00017371504315330337 0.00095188469702926738 -0.00046671405483114843 0.0029751195037668503 0.0012627274673110967 0.0059729539212474434 0.0051267887761413649 0.0027639218353682996 0.0017798077806433226 0.0061118237832984467 0.0034705288651221606
leaf_weight=22 21 20 26 34 24 20 26 20 71 32 30 25 105 80 45 21 39 22 20 27 28 24 27 29 33 37 140 34 22 2017
leaf_count=22 21 20 26 34 24 20 26 20 71 32 30 25 105 80 45 21 39 22 20 27 28 24 27 29 33 37 140 34 22 2017
internal_value=0 0.00328312 0.00265687 0.00277446 0.00145526 0.00170717 0.0010856 0.000757097 0.00298958 0.00265775 0.00123383 0.00118418 0.000769952 0.00284206 0.00345093 0.00348564 0.00345853 -0.000249559 0.0029873 0.00288433 0.00264011 0.00284952 0.00135543 0.0031349 0.00336303 0.00294289 0.00325785 0.00349284 0.00347083 0.00349903
internal_weight=0 2787 589 563 334 291 196 176 95 541 62 156 130 479 2198 2153 2133 43 445 425 345 318 51 267 238 205 177 2094 2073 2039
internal_count=3121 2787 589 563 334 291 196 176 95 541 62 156 130 479 2198 2153 2133 43 445 425 345 318 51 267 238 205 177 2094 2073 2039
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 1 14 0 15 48 4 2 0 133 130 160 13 156 475 15 1 1 16 2 10 42
split_gain=6.59376 1.06744 0.63249 0.593119 0.503732 0.297439 0.214824 0.189931 0.177685 0.176133 0.136137 0.107854 0.158054 0.104947 0.0964132 0.0752656 0.0688272 0.0580142 0.0631704 0.0772304 0.0728211 0.0523512 0.0604982 0.0537914 0.0662529 0.0594703 0.0489881 0.048939 0.0518 0.0450464
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 -0.10607499999999999 -0.10653 -0.015314999999999997 0.0082450000000000006 0.14530500000000005 -0.14226499999999997 0.087035000000000015 -0.076894999999999977 -1.0000000180025095e-35 -0.0044799999999999987 1.0000000180025095e-35 -0.08230999999999998 1.0000000180025095e-35 0.094465000000000007 1.0000000180025095e-35 -0.45661999999999997 0.17760500000000004 -0.3960249999999999 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 10 -6 13 27 -5 11 12 -1 -7 29 17 -14 18 -3 20 -20 22 -15 24 26 -25 -24 -4 -29 -13
right_child=1 2 8 9 6 7 -8 -9 -10 -11 -12 14 16 21 -16 -17 -18 -19 19 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00054558445019789513 0.00048889934613341891 0.00016030504511953516 0.00013482152730259607 0.00044413616111654586 0.00043883715427755435 0.0003497894679011688 0.00026240403917999707 0.00033602208287667812 0.00030247708749351438 0.00026901996133044955 0.00059241961869237387 0.00051560857758686004 0.00043160742662402558 0.00055006965681785296 0.0004289455395979423 0.00012999752176669883 0.00030587834799816749 0.00018845741236825882 0.00025762140405581808 0.00024697180379955325 0.00041379960363402087 0.00050858585190038388 0.00052032931143849775 0.00046805907778019201 0.00035208986229574944 0.00056224444838472046 0.00044167348848312305 0.0001275149712969056 -1.1916941616172884e-05 0.00049207252858414767
leaf_weight=36 71 23 117 34 83 30 39 48 22 63 62 840 47 28 64 25 26 60 22 146 24 105 34 183 29 30 291 20 21 498
leaf_count=36 71 23 117 34 83 30 39 48 22 63 62 840 47 28 64 25 26 60 22 146 24 105 34 183 29 30 291 20 21 498
internal_value=0 0.000261514 0.000234696 0.000480658 0.000276205 0.000486858 0.000382436 0.000455498 0.000137381 0.000330401 0.000502368 0.000498673 0.000439261 0.000463354 0.000503292 0.000233004 0.000386827 0.000242368 0.000257413 0.000269046 0.000339106 0.000468221 0.000461097 0.000456704 0.000441889 0.000481325 0.000449902 0.000114393 5.60986e-05 0.000506849
internal_weight=0 673 602 2448 422 2351 122 778 180 97 1573 1511 109 730 1402 300 73 275 215 192 46 700 595 567 354 213 325 158 41 1338
internal_count=3121 673 602 2448 422 2351 122 778 180 97 1573 1511 109 730 1402 300 73 275 215 192 46 700 595 567 354 213 325 158 41 1338
is_linear=0
shrinkage=0.00196078


Tree=9629
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 2 2 2 1 1 0 4 50 14 0 49 15 15 133 39 52 13 1 52 1 4 0 1
split_gain=5.87752 0.999944 0.586427 0.477784 0.38315 0.273874 0.222729 0.175021 0.173616 0.170204 0.133584 0.109455 0.118256 0.108966 0.0932023 0.0903086 0.0784264 0.0661306 0.0563802 0.053038 0.0517491 0.0622166 0.0517232 0.061147 0.0502303 0.0475944 0.0475778 0.046032 0.0566061 0.0428138
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.092235000000000025 0.40473500000000007 -1.0000000180025095e-35 0.14122000000000004 0.10045500000000002 0.092845000000000025 0.085760000000000017 -0.097024999999999986 -0.15464999999999998 0.041865000000000006 0.062655000000000016 -0.23091999999999999 -0.054984999999999992 -0.097454999999999986 -0.081924999999999984 -1.0000000180025095e-35 0.095830000000000012 -0.56176499999999996 -0.07743499999999999 0.14699000000000004 0.26521500000000003 0.14516000000000004 -0.49013999999999996 -0.068604999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 11 17 26 16 -9 -5 15 18 -11 19 25 -7 -6 -13 24 -15 -22 -18 29 -4 27 -3 -1 -29 -24
right_child=1 2 14 10 6 8 -8 9 -10 13 -12 12 -14 20 -16 -17 22 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00059953919423171899 0.00050115520797739082 0.00021269380948711733 0.00018777657664588795 0.00044966334892633297 0.00034077151112404524 0.00035801089493110846 0.00027319119416968336 0.00043781705166959114 0.00034493597777536305 0.00040819587076411525 0.00029888004242449476 0.00048465446995330706 0.00050268045405912605 0.00017481590442072886 0.00024165651718005416 0.00060392798972359147 0.000550969921064301 0.00046882355592575356 0.00037378711297231563 3.6688991474197703e-05 0.00028524328744388653 0.00018720349138663485 0.00049462227261961819 0.00046323479756229938 8.6395871483655316e-05 0.00046130442867378278 0.00010782697750646777 0.0005237819792644643 0.00042086083904590481 0.0005901719980380114
leaf_weight=30 76 80 42 37 20 21 47 26 41 20 58 29 393 26 30 53 37 69 45 24 146 30 183 464 34 49 21 949 21 20
leaf_count=30 76 80 42 37 20 21 47 26 41 20 58 29 393 26 30 53 37 69 45 24 146 30 183 464 34 49 21 949 21 20
internal_value=0 0.000288973 0.000262752 0.000493915 0.000294099 0.000499461 0.000382384 0.000259696 0.000469069 0.000287718 0.000357606 0.000514298 0.000489141 0.000270139 0.000145802 0.00052496 0.000476089 0.000440048 0.000417235 0.000117046 0.000256469 0.000268532 0.000479611 0.000475653 0.000142422 0.00052097 0.00019089 0.000523893 0.000521554 0.000504036
internal_weight=0 691 615 2430 485 2335 136 349 766 248 95 1569 467 222 130 1102 725 89 74 100 202 176 704 667 76 1049 101 1000 970 203
internal_count=3121 691 615 2430 485 2335 136 349 766 248 95 1569 467 222 130 1102 725 89 74 100 202 176 704 667 76 1049 101 1000 970 203
is_linear=0
shrinkage=0.00196078


Tree=9630
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 4 2 1 1 14 159 150 49 1 11 0 52 11 1 16 376 49 15 481 47 1 51 484
split_gain=6.22056 0.991143 0.585375 0.479589 0.333129 0.319122 0.253532 0.2336 0.167568 0.164001 0.128058 0.114669 0.100763 0.0969054 0.086183 0.0796761 0.0702762 0.0802136 0.0850844 0.0687554 0.0662087 0.056365 0.0533383 0.052542 0.0482544 0.0460701 0.0447128 0.0440325 0.0416197 0.0660581
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 0.27287000000000006 0.089885000000000007 0.09253500000000002 0.12811000000000003 0.062655000000000016 0.083335000000000006 1.0000000180025095e-35 -0.054984999999999992 0.091195000000000012 1.0000000180025095e-35 -0.13027499999999997 0.047850000000000011 0.095165000000000013 0.16175000000000003 0.13751500000000003 0.048375000000000008 0.10084500000000002 0.024640000000000006 -0.080074999999999993 0.10350500000000001 0.13075500000000004 -0.086719999999999978 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 8 12 11 -4 -9 15 13 22 -2 28 17 18 -10 24 -6 -7 -3 25 -18 -19 -16 -5 29 -1
right_child=1 4 9 27 20 21 -8 10 16 -11 -12 -13 -14 -15 26 -17 19 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057014667786294459 0.00040021993772453056 0.00045041419004950554 0.00050976313306867315 0.00035220887569795828 0.00020823989896877351 0.00033795247699851651 0.00035826752534489227 0.00031112468469514154 0.00040444800389772341 0.00034078560859994504 0.00020217271876203302 0.00065882408730846657 0.00027294556272453534 0.00031719787511974573 0.0005649964038674022 0.00053638788441498226 0.00058744842765711942 0.00062399843986006987 0.00054856477675735112 0.00049386187876556439 8.403308373066334e-05 0.00047339767454162473 0.00033736161776339193 0.00050507329647120998 0.00070256406022192275 0.00054388637136548864 0.000489172837226912 0.00025283441090578933 0.00058110813288605003 0.00046053962987306716
leaf_weight=78 23 68 34 60 77 27 24 85 36 63 81 59 40 52 67 220 42 29 28 20 21 21 21 136 21 571 54 24 1010 29
leaf_count=78 23 68 34 60 77 27 24 85 36 63 81 59 40 52 67 220 42 29 28 20 21 21 21 136 21 571 54 24 1010 29
internal_value=0 0.000336436 0.000549288 0.00044156 0.000282574 0.000555447 0.000558745 0.000311085 0.000560856 0.000400015 0.000257961 0.000574228 0.000359806 0.000384447 0.000510244 0.000570495 0.000539716 0.000534081 0.000467499 0.000594023 0.000181624 0.00039721 0.000423739 0.000539871 0.00062582 0.000547758 0.000531158 0.000323816 0.000577212 0.00054044
internal_weight=0 673 2448 228 445 2351 2303 347 2279 97 166 1396 181 141 144 1337 883 800 64 83 98 48 89 736 63 600 121 84 1117 107
internal_count=3121 673 2448 228 445 2351 2303 347 2279 97 166 1396 181 141 144 1337 883 800 64 83 98 48 89 736 63 600 121 84 1117 107
is_linear=0
shrinkage=0.00196078


Tree=9631
num_leaves=31
num_cat=0
split_feature=1 52 12 1 1 12 12 4 4 4 2 11 0 47 47 15 11 14 43 47 16 3 3 1 0 49 3 151 0 16
split_gain=6.08273 0.764694 0.672413 0.522776 0.387276 0.359939 0.271668 0.194569 0.172029 0.161787 0.140852 0.134585 0.110841 0.0978126 0.0940102 0.0832024 0.0809091 0.0792777 0.0774051 0.0741812 0.0774131 0.0793406 0.0732277 0.0705652 0.0627808 0.0557778 0.0697704 0.0530161 0.0529509 0.0597897
threshold=0.10752500000000002 -0.40306999999999998 0.051320000000000005 0.13559000000000002 0.092390000000000014 0.088105000000000003 0.090285000000000018 -0.16363499999999997 0.40473500000000007 0.033845000000000007 0.11389000000000002 1.0000000180025095e-35 -0.12333499999999999 0.13011000000000003 0.091680000000000011 0.13592500000000005 0.080150000000000013 0.062655000000000016 -0.025214999999999998 0.077555000000000013 0.10994000000000002 0.092670000000000016 0.30112000000000005 0.15964000000000003 -0.097024999999999986 -0.063424999999999981 -0.013929999999999998 -0.082829999999999973 -0.080119999999999983 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 10 18 11 -6 -7 15 17 12 -4 23 25 24 -13 19 -3 20 21 28 -20 -5 -8 26 -9 -27 29 -1
right_child=1 3 6 13 7 8 9 14 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00044099061694402759 0.00049257144770201513 0.00020975622322188088 0.00037080353007231857 0.00016044503555192829 0.00049083631813077273 0.00044049118672219418 0.00057307074926480522 0.00026027263163605615 0.00027172384773190613 0.00042200445018861628 0.00031905598695051264 0.00066551676362547601 0.00051817463901357094 0.00028542170867177789 0.00041758180333797425 0.00037225392874955926 0.00054293715262542332 0.00059531776769063485 0.0003104796799857293 0.00055872917194143266 0.00053108171151395429 0.00032599036155454343 0.00021600463934352292 5.601898081963534e-05 0.00048808278073798265 0.00032824918238166106 0.00040095466113274677 0.00021739123967538617 0.00036668112757159212 0.00055895338772363906
leaf_weight=53 52 117 20 126 31 69 35 23 35 171 22 37 1037 20 31 23 47 22 92 31 38 23 48 31 739 27 33 43 21 24
leaf_count=53 52 117 20 126 31 69 35 23 35 171 22 37 1037 20 31 23 47 22 92 31 38 23 48 31 739 27 33 43 21 24
internal_value=0 0.000265513 0.000486596 0.000243567 0.000415149 0.000286366 0.000500892 0.000348879 0.000383694 0.000476731 0.000468391 0.000521389 0.000515386 0.000156277 0.000320849 0.000488472 0.000596931 0.000483888 0.00024698 0.000470985 0.000453878 0.000429632 0.000278088 0.000139826 0.000491926 0.00029705 0.000343175 0.000260151 0.000453956 0.000477758
internal_weight=0 590 2531 538 422 361 2109 188 104 968 234 1141 1057 177 157 797 84 212 257 190 159 121 140 157 774 126 56 70 98 77
internal_count=3121 590 2531 538 422 361 2109 188 104 968 234 1141 1057 177 157 797 84 212 257 190 159 121 140 157 774 126 56 70 98 77
is_linear=0
shrinkage=0.00196078


Tree=9632
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 14 1 2 2 4 1 2 150 16 2 12 4 13 15 10 4 3 51 157 475 47 13 16
split_gain=5.36877 0.84571 0.538808 0.481326 0.303607 0.219341 0.209852 0.190072 0.1349 0.134576 0.111157 0.138327 0.0908609 0.111913 0.0802765 0.068354 0.0671413 0.0610486 0.0930808 0.054381 0.053506 0.0604301 0.052454 0.0434228 0.0486726 0.0431508 0.0423105 0.0407646 0.0383863 0.0367906
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.12958500000000003 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.14753000000000002 0.27834500000000006 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.037154999999999994 -0.0091949999999999983 0.090285000000000018 -0.51843499999999987 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 -0.0073899999999999999 0.086245000000000016 -0.087719999999999979 -0.069619999999999987 -0.066784999999999983 0.10350500000000001 -0.0062949999999999994 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 7 10 27 12 -5 14 11 -3 17 16 26 -7 -14 18 -1 -2 -12 -22 -21 -20 -25 -19 -6 -4 -13 -27
right_child=1 5 6 8 9 15 -8 -9 -10 -11 20 28 13 -15 -16 -17 -18 25 23 22 21 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.00063623196354099343 0.00025345454038104218 0.00029998026587361212 0.00049613352696571602 0.00044163663054127872 0.0005063638394292619 0.00024896672640750613 0.00028784304341374366 0.00058789037928062859 0.00028838275569739502 0.00032957913748492826 0.00018198776067983286 0.00014964945548812342 0.00037002062610805493 0.00034775948670329285 0.00034433468241588136 0.0003985528020348593 0.00048041320020234267 0.00039678278156355312 0.00050388947948877257 0.00040410941576256472 0.00015051924252846075 1.7888125564370837e-05 0.00029155311838181971 0.00051626028821748844 0.00038863868623723047 0.00048691108442369566 0.00044652414737290648 0.00042367777953648377 0.00023335774107288349 0.0004211097598595297
leaf_weight=20 131 44 72 34 53 24 32 79 63 41 32 85 23 31 27 23 268 25 1030 20 25 28 78 20 27 353 318 51 28 36
leaf_count=20 131 44 72 34 53 24 32 79 63 41 32 85 23 31 27 23 268 25 1030 20 25 28 78 20 27 353 318 51 28 36
internal_value=0 0.000279716 0.000340016 0.000477459 0.000483043 0.000199594 0.000429291 0.00049372 0.000342101 0.000436542 0.000175788 0.000206709 0.000489662 0.000459757 0.00044756 0.000322168 0.000471688 0.000496035 0.000503691 0.000279589 0.000118676 8.045e-05 0.000314524 0.00050123 0.000442946 0.000475747 0.000455073 0.000466091 0.000170391 0.000480822
internal_weight=0 673 384 2448 2351 289 155 1912 97 439 242 157 1833 322 398 47 291 1511 1097 229 85 53 98 1077 47 414 371 123 113 389
internal_count=3121 673 384 2448 2351 289 155 1912 97 439 242 157 1833 322 398 47 291 1511 1097 229 85 53 98 1077 47 414 371 123 113 389
is_linear=0
shrinkage=0.00196078


Tree=9633
num_leaves=31
num_cat=0
split_feature=1 12 3 39 4 15 46 4 474 1 12 12 480 4 2 0 15 481 2 43 3 51 0 16 0 15 159 159 159 52
split_gain=0.210466 0.0366059 0.0332722 0.0253735 0.0277515 0.0245143 0.0249103 0.0257708 0.0381396 0.0269526 0.0203994 0.0191874 0.0218916 0.0209532 0.0190008 0.0165527 0.016532 0.0184517 0.0157065 0.0165877 0.017032 0.0149107 0.014804 0.0143027 0.0235886 0.0216995 0.0139832 0.019187 0.0171855 0.0164719
threshold=0.11146500000000002 0.078300000000000008 0.31370500000000007 0.088025000000000006 -0.036839999999999991 0.035560000000000008 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.42850999999999995 0.090285000000000018 -0.03031 0.033845000000000007 0.15950500000000004 -0.097024999999999986 0.13592500000000005 0.11290000000000001 0.14445500000000003 0.022390000000000004 -0.080634999999999984 0.012085000000000002 0.056435000000000006 -0.034884999999999992 -0.084804999999999978 -0.089024999999999979 0.12283500000000001 0.10904500000000002 0.095130000000000006 -0.53299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 7 22 9 23 -4 26 -13 15 -12 -14 17 -17 19 20 -6 -22 -1 25 -25 -9 27 28 29 -3
right_child=2 11 10 -5 18 -7 -8 8 -10 -11 14 12 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.006435279217143746 0.0059363719097576869 0.0070296976427851737 0.0029750010793042538 0.0019825173379698145 0.001813430103680326 0.0060885235546420356 0.0071701005677736939 0.0044271262609367062 -0.00075324769660999828 0.0025838630905809625 0.0011597048814027484 0.001502586303034886 0.0070491344466604086 0.0037692217498134849 -0.0024396177066426557 0.005045878104936681 0.0021163327109423422 0.0019662252953276042 0.00062310654611792422 0.006170047209598125 0.0045247317099368529 0.0018640108572851337 0.0034854995604190562 0.006941032043488865 0.0033396051039979342 0.00076798226883901025 0.0076876803999766713 0.0023241551084951921 0.007627793127927187 0.0051523195867181487
leaf_weight=46 43 49 34 150 63 53 21 71 22 151 44 21 37 173 22 714 21 20 22 20 85 28 27 44 31 21 24 22 31 1011
leaf_count=46 43 49 34 150 63 53 21 71 22 151 44 21 37 173 22 714 21 20 22 20 85 28 27 44 31 21 24 22 31 1011
internal_value=0 0.00484019 0.00262093 0.00301896 0.00361461 0.00405826 0.00381033 0.00363949 0.00327347 0.00355204 0.000985055 0.00501956 0.00469673 0.00476624 -4.00693e-05 0.00498402 0.00488281 0.00496196 0.00315665 0.00344103 0.00313091 0.00386544 0.00534426 0.00442747 0.00545244 0.00359189 0.00529951 0.00524802 0.00530698 0.0052391
internal_weight=0 2610 511 411 261 487 434 413 340 318 100 2123 986 965 66 792 755 734 218 196 176 113 73 167 75 92 1137 1113 1091 1060
internal_count=3121 2610 511 411 261 487 434 413 340 318 100 2123 986 965 66 792 755 734 218 196 176 113 73 167 75 92 1137 1113 1091 1060
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=31
num_cat=0
split_feature=1 12 52 1 44 4 474 1 44 12 123 43 131 13 13 156 1 1 0 4 11 0 16 15 51 3 12 3 42 1
split_gain=0.170478 0.0296508 0.0270119 0.0237834 0.0208829 0.0219956 0.0248589 0.0206341 0.0169549 0.016106 0.0143469 0.0161817 0.0150463 0.0128251 0.0274579 0.0127034 0.0138448 0.0175943 0.0125074 0.0122306 0.0158365 0.0237555 0.0205496 0.0186628 0.0322398 0.0177455 0.0141394 0.0129806 0.0272892 0.0159412
threshold=0.11146500000000002 0.078300000000000008 -0.26636999999999994 0.14699000000000004 1.0000000180025095e-35 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.087770000000000015 0.11734000000000001 0.11679000000000002 0.084740000000000024 0.096070000000000016 -0.47860499999999995 -1.0000000180025095e-35 0.10339000000000002 0.11249000000000002 0.11414000000000001 0.056435000000000006 0.40124500000000002 1.0000000180025095e-35 -0.13843999999999998 0.0057500000000000008 0.040760000000000005 0.10411500000000001 -0.10831999999999999 0.085250000000000006 -0.079594999999999985 0.094725000000000018 0.090130000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 5 18 7 -7 10 19 11 12 15 -5 -15 16 -4 -18 -1 20 21 -3 -23 24 -22 -24 -25 29 -29 -27
right_child=2 9 3 13 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 23 22 25 26 -26 27 -28 28 -30 -31
leaf_value=0.0056981499226702774 0.0046432679261457421 0.0010911216141539625 -0.00062745473008941519 0.0025176779275922026 0.0062082471163012092 0.0040609585842610865 -0.00012015047991140323 0.0025068307170368841 0.0051451080521060667 0.0031930794477706189 -0.00031736871285829697 0.0044133283248221555 0.0043671688317835069 -0.0025697900124618577 0.0018996615141596914 0.0042243433381372597 0.0043481942644575614 0.0016757535987544988 0.00320425504934974 0.0021740469704603868 0.0056580824550332099 0.0047174297523923546 0.00097146347077796229 0.0087577370353616214 0.0011801847768947483 0.004947160578857795 0.0054904729757388991 0.0018539525855614095 0.0046222932279832958 0.0021327189514008557
leaf_weight=61 47 20 22 23 30 186 22 158 22 88 20 37 29 27 28 23 28 205 30 21 82 1492 20 26 20 161 27 67 76 23
leaf_count=61 47 20 22 23 30 186 22 158 22 88 20 37 29 27 28 23 28 205 30 21 82 1492 20 26 20 161 27 67 76 23
internal_value=0 0.00435617 0.00235884 0.00212744 0.00365244 0.00348466 0.00313873 0.00334714 0.00244928 0.0045176 0.00228634 0.00243772 0.00219962 0.000534779 -0.000294433 0.00197351 0.00177049 0.00199691 0.00487599 0.00457488 0.00459991 0.00451894 0.00455622 0.00557103 0.00478006 0.00386307 0.00709328 0.00403992 0.00332524 0.00459536
internal_weight=0 2610 511 464 487 457 366 344 386 2123 364 344 307 78 55 278 255 233 91 2035 2014 1859 1839 155 102 347 53 327 143 184
internal_count=3121 2610 511 464 487 457 366 344 386 2123 364 344 307 78 55 278 255 233 91 2035 2014 1859 1839 155 102 347 53 327 143 184
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=31
num_cat=0
split_feature=1 3 12 15 4 157 12 46 4 474 1 12 51 2 12 1 156 43 43 1213 12 1210 1185 43 4 0 3 480 4 12
split_gain=0.138087 0.0252772 0.0240172 0.0188212 0.0187564 0.0255835 0.0169015 0.0168386 0.017449 0.0264251 0.0179584 0.0161275 0.0157272 0.0143861 0.0134555 0.0248262 0.0172691 0.0172657 0.0166875 0.0217026 0.0182513 0.0183801 0.0129358 0.0126716 0.0152823 0.0241323 0.0142652 0.0126039 0.0122215 0.0121946
threshold=0.11146500000000002 0.31370500000000007 0.078300000000000008 0.035560000000000008 -0.010655 -0.0031149999999999993 0.091715000000000005 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 -0.42850999999999995 -0.40274499999999996 0.15950500000000004 0.087695000000000009 0.089875000000000024 0.090170000000000014 0.093175000000000022 -0.11720999999999999 0.11395000000000001 0.087505000000000013 -0.087769999999999973 0.089300000000000004 -0.0065949999999999993 0.056795000000000005 -0.10474999999999998 -0.080884999999999985 0.11747 -0.088784999999999989 -0.064509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 5 -2 -7 8 -1 10 29 -3 -6 -13 15 16 17 18 28 20 21 -20 27 -14 -25 -26 -27 -16 -4 -10
right_child=1 11 14 -5 12 6 -8 -9 9 -11 -12 13 23 -15 22 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0043322633025364007 0.0016488828905858101 0.0024664595175315357 0.0050039551891934353 0.0050661546175965588 0.0041487414787030391 0.0037629189931869728 0.0074264911422505979 0.0058322657099259753 0.0046318594362784295 -0.00072343877770683987 0.0020698911859268411 0.00082957413687836381 0.0012427764011482209 -0.00230230572368865 0.0037802149895086131 0.0012354582354115943 0.0019197289545554667 0.0072889521434579205 0.0018579856041469611 0.0013441908044193912 0.007065767468884588 0.0044831239224630707 0.0057742207603795198 1.6442062333226203e-05 0.0044811315846776494 0.0030501820244808187 -4.0544552030041819e-05 0.0058882145363644799 0.0080722318341334663 0.0028839917751467131
leaf_weight=73 35 34 34 53 34 34 20 21 66 22 151 44 151 22 1293 24 25 23 28 23 26 562 35 20 57 32 28 29 21 101
leaf_count=73 35 34 34 53 34 34 20 21 66 22 151 44 151 22 1293 24 25 23 28 23 26 562 35 20 57 32 28 29 21 101
internal_value=0 0.00212296 0.00392055 0.00328719 0.00246988 0.00375483 0.0051198 0.00306995 0.00292949 0.00262831 0.00286019 0.000697102 0.00211472 -0.000214386 0.00406584 0.00440092 0.00450331 0.00459339 0.00450406 0.0043602 0.00447281 0.00435854 0.00387669 0.00187459 0.00257098 0.00300765 0.00160784 0.00382646 0.00617548 0.00357477
internal_weight=0 511 2610 487 411 89 54 434 413 340 318 100 322 66 2123 766 742 717 694 639 616 590 1357 288 137 117 60 1322 55 167
internal_count=3121 511 2610 487 411 89 54 434 413 340 318 100 322 66 2123 766 742 717 694 639 616 590 1357 288 137 117 60 1322 55 167
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=31
num_cat=0
split_feature=1 2 48 16 52 2 124 15 11 16 129 4 3 16 14 12 49 13 33 11 13 52 160 49 2 1420 1429 3 16 4
split_gain=0.113578 0.0341164 0.0250491 0.0224459 0.0318245 0.019627 0.0191722 0.0187303 0.0166644 0.0162849 0.0162845 0.0152781 0.0152938 0.0174441 0.0165452 0.0165183 0.014823 0.0153373 0.0147052 0.0171847 0.014562 0.013928 0.0134868 0.0177639 0.0129812 0.0119857 0.0130478 0.0306763 0.0181035 0.0269077
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.40020000000000006 0.024145000000000003 0.13404500000000005 -0.083859999999999976 -0.07490999999999999 0.090070000000000025 0.51222500000000004 0.089245000000000005 0.40124500000000002 -0.13309499999999996 -0.11118499999999999 -0.46596499999999991 -0.081419999999999979 0.096185000000000007 -0.013634999999999998 0.083840000000000012 0.095720000000000013 -0.0093149999999999986 0.10263500000000002 0.087570000000000023 -0.078869999999999982 0.14530500000000005 -0.083904999999999993 0.084770000000000012 -0.094874999999999987 0.18438500000000005 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 10 21 20 -5 9 -9 16 24 -13 15 -15 -14 22 -18 19 25 -1 -6 23 -3 -2 -8 28 -28 29 -27
right_child=11 2 -4 7 5 -7 18 8 -10 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0031265649029832416 0.0028604012869122204 -6.5867243392858654e-07 -0.00065789757994934913 0.0065679872610970684 0.0056768206073544349 0.00091556027005224136 0.0054812958804081741 0.00075636117447478075 0.0053687333970123697 0.0035795000191206957 -0.00078969108096013467 0.0034411286003887655 0.0022729955324393815 0.00079525873530656105 -0.003272323309793137 -6.7718109941077338e-05 -0.00085799220703544664 0.0027170775597915053 0.0063530031414259051 0.00077632604617974723 0.00030729621877461407 0.0034720703629621619 0.0042497771001863945 0.0026294916754033277 0.0008360722386148863 0.0070948268361389639 -0.00082054277438492994 0.0034739055746467783 0.0026893711079305801 0.0037903986970232286
leaf_weight=53 107 32 20 23 39 23 38 27 36 84 21 21 64 20 20 57 30 20 21 20 28 108 36 130 45 25 21 80 149 1723
leaf_count=53 107 32 20 23 39 23 38 27 36 84 21 21 64 20 20 57 30 20 21 20 28 108 36 130 45 25 21 80 149 1723
internal_value=0 0.00347245 0.00282439 0.00293875 0.00256096 0.00363199 0.00366134 0.00391434 0.00349914 0.00289279 0.0018841 0.00152102 0.000902935 0.000571866 -0.00123853 0.00117035 0.00211051 0.000572036 0.0037202 0.00369331 0.002152 0.004057 0.00249901 0.00210996 0.00226109 0.00372196 0.0036885 0.002581 0.00374747 0.00383766
internal_weight=0 2787 629 609 439 170 2158 170 147 111 269 334 182 161 40 121 248 50 2077 2056 81 147 198 162 152 2036 1998 101 1897 1748
internal_count=3121 2787 629 609 439 170 2158 170 147 111 269 334 182 161 40 121 248 50 2077 2056 81 147 198 162 152 2036 1998 101 1897 1748
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 4 1 2 0 1 3 2 12 15 4 2 2 4 156 3 160 4 157 15 48 1 14 15
split_gain=6.94374 1.05378 0.676627 0.586512 0.392627 0.353261 0.328813 0.226078 0.196761 0.175917 0.166462 0.230542 0.14567 0.13709 0.121498 0.103994 0.0982183 0.0940523 0.0923103 0.0834482 0.0807996 0.0798453 0.0761041 0.0729528 0.074176 0.072472 0.064582 0.0626286 0.0603415 0.0924905
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 0.056590000000000008 0.088725000000000012 0.10188000000000001 0.062655000000000016 0.40473500000000007 0.093575000000000019 0.13501500000000002 -0.10607499999999999 0.085345000000000018 0.11658 0.25063000000000007 0.091325000000000003 -0.096999999999999989 -0.52556499999999995 0.094835000000000017 0.14530500000000005 0.40124500000000002 0.013700000000000002 -0.14989499999999997 0.085755000000000012 0.033845000000000007 -0.07686999999999998 -0.040439999999999997 0.091840000000000019 0.11588000000000001 -0.46413499999999996 -0.24436499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 10 27 17 12 11 20 25 19 16 -13 -12 -5 28 -4 -1 -18 -17 24 -16 -7 -26 -6 -3 -30
right_child=1 2 13 8 7 9 -8 -9 -10 -11 14 15 -14 -15 23 22 21 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00057917039952333537 0.0005196779344958252 0.00037598516137698308 0.00026413698810650861 0.00055359251683573837 0.00051750448134869648 0.00047027254546130144 0.00065747684533576888 0.00027603865968814649 0.00031130799437106686 0.00034690486017170712 0.00067477510433774273 0.0004916938796055083 0.00033501272113796861 5.6585477521798512e-05 0.00041899763929644787 0.00023679044628107136 0.00042255706491642721 0.00040658634071323 0.00015762497601555842 0.00016019860415588102 0.00044779980970450562 0.00054754442451542039 0.00040579610522471218 0.00043380006132116947 0.00053136403768194436 0.00052928857947648995 0.00044491618368490589 0.00041015068154319441 0.00021177940217512902 0.00029571409659513807
leaf_weight=54 71 24 43 27 39 180 83 37 62 39 23 20 23 36 27 21 20 44 25 96 27 1125 20 42 431 144 36 45 69 188
leaf_count=54 71 24 43 27 39 180 83 37 62 39 23 20 23 36 27 21 20 44 25 96 27 1125 20 42 431 144 36 45 69 188
internal_value=0 0.000293752 0.000267107 0.000518637 0.00030919 0.000525912 0.000536747 0.000403743 0.000392014 0.000471765 0.000531319 0.000466818 0.000485798 0.000164423 0.000536694 0.000375777 0.00054791 0.00046249 0.000271802 0.000192352 0.00053538 0.000545361 0.000319232 0.000512253 0.000518923 0.000496502 0.0005247 0.000459994 0.00028196 0.000273179
internal_weight=0 673 602 2448 427 2315 1929 121 133 386 1846 142 347 175 1704 61 1168 71 306 139 81 1145 41 536 494 324 467 84 281 257
internal_count=3121 673 602 2448 427 2315 1929 121 133 386 1846 142 347 175 1704 61 1168 71 306 139 81 1145 41 536 494 324 467 84 281 257
is_linear=0
shrinkage=0.00196078


Tree=9638
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 130 2 34 2 2 2 11 481 12 0 483 43 0 0 402 0 16 484 42 43 0 484 52 0 52
split_gain=0.116263 0.0367899 0.0182102 0.0191197 0.0176875 0.0173703 0.0161966 0.0151769 0.0209759 0.0180486 0.0141478 0.0183813 0.0180934 0.0165493 0.0201519 0.0176698 0.0189834 0.0166805 0.0200644 0.0218907 0.0188304 0.0179164 0.0253837 0.0458003 0.0181249 0.0175154 0.0178965 0.0238366 0.0194805 0.0285423
threshold=0.12000500000000001 0.078300000000000008 0.14122000000000004 0.093575000000000019 1.0000000180025095e-35 -0.050984999999999996 0.084755000000000011 -0.038779999999999995 0.116525 -1.0000000180025095e-35 0.088850000000000012 0.080455000000000013 -0.073474999999999985 0.08815000000000002 -0.064339999999999994 -0.095084999999999989 -0.14792499999999997 -0.084044999999999995 -0.082724999999999979 0.033490000000000006 -0.084509999999999988 -0.011734999999999997 -0.081614999999999979 0.085505000000000012 -0.08287499999999999 -0.085669999999999982 0.091180000000000011 0.10611000000000001 -0.089964999999999976 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -2 9 -9 11 13 -12 15 -15 -3 -17 20 -19 -20 21 25 24 -24 -23 26 27 28 -18 -30
right_child=7 10 -4 -5 5 6 -8 8 -10 -11 12 -13 -14 14 -16 16 17 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010551552698016167 -0.00021388605643107102 0.0068453520058634858 -1.0582754971851088e-05 0.002407890697446968 0.0066719634554465307 0.005865215836308414 0.0032358080088844957 0.0013666664681901844 0.0012077553062022628 0.004168600061815856 0.0051023303229034735 0.0060576423161621332 0.003293123062815863 0.0036000887670317029 0.0011191291162478071 0.0067311082321863912 0.0061391836426292479 0.0011001514247021614 0.0030146555686048396 0.0064836404045902039 0.0067298314084523712 0.0031337260451982729 0.0027723226779534553 0.0082446476188488306 -0.0011236070422455668 0.0026317556196855467 0.0072249997614158533 0.0017642388228393561 0.0032783849455881864 0.0062433699175636192
leaf_weight=25 43 24 22 318 20 27 177 39 196 56 59 39 876 507 35 26 78 39 87 23 29 20 65 20 20 44 27 28 105 47
leaf_count=25 43 24 22 318 20 27 177 39 196 56 59 39 876 507 35 26 78 39 87 23 29 20 65 20 20 44 27 28 105 47
internal_value=0 0.00351408 0.00281221 0.00292174 0.00357798 0.00385955 0.00358382 0.00153971 0.00179884 0.00301833 0.00370215 0.00392044 0.00340729 0.00385235 0.00343988 0.00418015 0.00408293 0.00397399 0.00304902 0.00373999 0.00425933 0.00410153 0.00308237 0.00405993 0.00100506 0.00448874 0.00477543 0.00451908 0.00485446 0.00419519
internal_weight=0 2787 589 567 249 224 204 334 291 95 2198 1263 935 1224 542 682 658 632 149 110 483 454 125 85 40 329 285 258 230 152
internal_count=3121 2787 589 567 249 224 204 334 291 95 2198 1263 935 1224 542 682 658 632 149 110 483 454 125 85 40 329 285 258 230 152
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=31
num_cat=0
split_feature=4 3 1375 149 2 2 15 49 10 50 3 43 0 1 12 2 12 1427 4 1 52 457 160 40 13 157 484 131 0 43
split_gain=0.0957737 0.0321335 0.0238853 0.0230408 0.0198609 0.0208847 0.0192396 0.0177977 0.0164781 0.0147976 0.0162975 0.0161139 0.0147815 0.014667 0.0276705 0.0157113 0.0140489 0.0130873 0.0266742 0.0129518 0.0129018 0.0142085 0.0131078 0.0128987 0.0127279 0.012006 0.0142883 0.0117639 0.0159318 0.0153547
threshold=0.27834500000000006 -0.065819999999999976 -0.27302499999999996 0.07770500000000001 -0.0091949999999999983 0.10774000000000002 -0.23060499999999998 0.14321000000000003 -0.079859999999999987 -0.099524999999999988 -0.061964999999999992 0.10915000000000001 -0.070154999999999981 0.079415000000000013 -1.0000000180025095e-35 0.084755000000000011 1.0000000180025095e-35 0.083935000000000023 -0.021294999999999998 0.10022000000000002 0.15116000000000002 0.069910000000000014 -0.037174999999999993 -0.080519999999999994 -0.40078499999999995 -0.084489999999999996 -0.042224999999999992 0.085335000000000008 0.034820000000000011 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 8 12 9 -1 20 -2 -6 -11 13 -4 14 -12 19 -8 -18 -19 -15 21 22 -7 -24 -25 -17 -27 28 29 -10
right_child=3 2 4 -5 5 7 16 -9 27 10 11 -13 -14 15 -16 25 17 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0064505311893299222 -0.00077676898870730586 -0.00051861249182062849 0.0033351245973747045 0.0041910582717887513 0.0058040239757088871 0.00012859628098367741 0.0014029212742792192 2.8995655627702088e-05 0.0018011620432645586 0.0006707190759091949 0.0033041968092708505 0.0048206173026213248 0.00017361541790887714 0.0066780657022415361 -0.00097111678915098312 0.0052328682251391 0.0033225122809399602 0.0071703958807996029 0.0030815264771286498 0.0033572568958017816 0.004787412233947015 0.0046716643807788692 2.76158608176047e-05 0.00090718096740871525 0.0034104201866905835 0.0050534691195935014 0.002143634569061019 3.3287903061136607e-05 0.0042852203478105366 -0.00072198401654272211
leaf_weight=20 39 24 21 27 23 33 37 34 174 24 41 62 50 24 24 20 1955 27 39 23 22 21 20 27 82 20 108 50 22 28
leaf_count=20 39 24 21 27 23 33 37 34 174 24 41 62 50 24 24 20 1955 27 39 23 22 21 20 27 82 20 108 50 22 28
internal_value=0 0.0031662 0.00258178 0.00138821 0.00269137 0.00287619 0.00336391 0.00214794 0.00114643 0.00334787 0.0031846 0.00337197 0.00110871 0.00302652 0.00172562 0.00346015 0.00333392 0.00336927 0.00475425 0.00505299 0.00249938 0.00222431 0.00190706 0.00236202 0.00279035 0.00295432 0.0025983 0.00142017 0.00172974 0.00145142
internal_weight=0 2781 703 340 679 608 2078 239 313 369 346 322 71 260 65 195 2058 2021 66 47 205 183 162 129 109 148 128 274 224 202
internal_count=3121 2781 703 340 679 608 2078 239 313 369 346 322 71 260 65 195 2058 2021 66 47 205 183 162 129 109 148 128 274 224 202
is_linear=0
shrinkage=0.1


Tree=9640
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 2 2 4 11 2 50 2 49 11 0 1 15 151 1 1 0 1 4 42 3 3 11
split_gain=11.9774 2.01877 0.983836 0.959397 0.733046 0.696921 0.439625 0.423102 0.404339 0.395724 0.339117 0.253933 0.249068 0.185681 0.16991 0.163561 0.161897 0.147395 0.149567 0.134905 0.126319 0.119647 0.116811 0.110397 0.109187 0.0969878 0.0934766 0.111839 0.0877111 0.0873165
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 -1.0000000180025095e-35 0.092845000000000025 0.092235000000000025 0.10467500000000002 -0.062539999999999984 1.0000000180025095e-35 0.13754500000000003 0.041865000000000006 0.094835000000000017 -0.054984999999999992 1.0000000180025095e-35 -0.10151999999999999 0.087135000000000004 -0.41942499999999994 -1.0000000180025095e-35 0.13265500000000002 0.13075500000000004 -0.23194499999999998 0.12000500000000001 0.42642000000000008 0.079510000000000011 -0.11171999999999999 -0.12711499999999995 0.082485000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 6 8 24 14 11 -8 -11 17 16 19 -1 -2 26 18 23 -6 -21 25 -5 -4 -3 -12 27 -10 -19 -18
right_child=1 4 5 22 13 -7 9 -9 12 10 21 -13 -14 -15 -16 -17 29 28 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073799529642451045 0.00047693021558955606 0.00033266763653486006 0.00080869043964186516 0.00041054514925585649 0.00021535192135824718 0.00032246895668589897 0.00055856429283915006 0.00040095633891064163 0.00050983391727363043 0.00056631818166505519 0.00032104656445998398 0.00082419263021652584 0.00049493508438111359 0.00031200396365471 0.00054854142839906573 0.00065343279103373647 0.00085522434374197523 0.00059786004405915083 0.00054117778733921422 0.00015190740144162466 -5.3788675889342386e-05 0.00021610105083872441 0.00024906850202706052 0.00064516246530928309 0.00019159288639761617 0.00043277041457009079 0.00067423207082730884 0.0006378155781549869 0.00071074921305380625 0.00070410522551429702
leaf_weight=28 24 31 21 61 29 20 45 64 29 26 118 69 37 23 52 127 21 27 41 22 24 31 24 65 66 40 304 277 1326 49
leaf_count=28 24 31 21 61 29 20 45 64 29 26 118 69 37 23 52 127 21 27 41 22 24 31 24 65 66 40 304 277 1326 49
internal_value=0 0.000384423 0.000676984 0.000531581 0.000308095 0.000686886 0.00034933 0.000519786 0.000690102 0.000391358 0.000356361 0.000707922 0.000651604 0.000157881 0.00061485 0.000625379 0.000660129 0.000702501 0.000638633 0.000110617 4.45877e-05 0.000327479 0.000364952 0.000685094 0.000236679 0.000349331 0.00064988 0.000625687 0.000708496 0.000749441
internal_weight=0 691 2430 236 455 2286 357 144 2266 260 215 1549 717 98 80 151 680 1480 127 75 46 189 85 86 97 158 610 306 1353 70
internal_count=3121 691 2430 236 455 2286 357 144 2266 260 215 1549 717 98 80 151 680 1480 127 75 46 189 85 86 97 158 610 306 1353 70
is_linear=0
shrinkage=0.00196078


Tree=9641
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 4 2 47 2 0 15 133 132 15 3 0 4 2 47 16 157 42 43 4 475 52
split_gain=3.42591 0.580846 0.355437 0.280957 0.221987 0.206017 0.18103 0.130832 0.129383 0.116518 0.0986611 0.0751081 0.0694645 0.044969 0.0771182 0.0439153 0.0449907 0.0424498 0.0416721 0.0406715 0.0392282 0.0388825 0.037383 0.0662955 0.0353653 0.0338771 0.0811237 0.0403633 0.0319153 0.0350122
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.091265000000000013 0.13082500000000002 0.094835000000000017 -0.11173999999999999 -0.10469999999999999 0.089200000000000015 0.08696000000000001 -0.053579999999999996 0.31299000000000005 -0.14920999999999998 0.0082450000000000006 0.25063000000000007 0.078345000000000012 -0.29154999999999992 -0.41266499999999995 0.084050000000000014 -0.11278499999999998 -0.50690499999999983 -0.08230999999999998 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 15 6 8 12 10 -6 13 21 -1 14 -5 16 18 -14 22 -16 25 -4 -3 -24 -12 27 -27 -15 -26 -30
right_child=1 2 11 5 9 -7 -8 -9 -10 -11 24 -13 17 20 19 -17 -18 -19 -20 -21 -22 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=0.00040914835590942234 0.00036078734675151276 0.00019642057885160916 0.00010757113907789157 0.00041602747697456208 0.00031944044232470393 0.00016269685244005102 0.00022838262430708412 0.0002081743227565955 0.00043943923098528636 0.0001913453536747279 0.00041140275707348388 0.00021314612497847838 0.00033194465477482163 0.00046093945290701235 0.00032518344217194369 0.00012218774658089536 0.00011747962925230493 0.00021700166351919302 0.00014240783641757539 0.00021594330698123895 0.00032325644282159765 3.4237287393040665e-05 0.00018030258750388213 0.0003311587211499417 0.00038432796612291258 0.00024956075106075104 0.00037062321281277862 0.00038340004293916117 0.00032173695293518815 0.00035097229373299719
leaf_weight=26 76 152 122 26 86 20 38 67 86 40 28 22 30 27 38 42 29 21 41 20 56 36 21 24 58 22 651 586 317 313
leaf_count=26 76 152 122 26 86 20 38 67 86 40 28 22 30 27 38 42 29 21 41 20 56 36 21 24 58 22 651 586 317 313
internal_value=0 0.000199072 0.000179087 0.000355539 0.00020941 0.00036083 0.000362579 0.000271534 0.000364868 0.000278775 0.000361874 0.000105808 0.000326665 0.000371303 0.000327292 0.000181125 0.000190396 0.000284615 0.000199281 0.000287514 0.000374058 9.08622e-05 0.000211117 0.000260759 0.000343094 0.00037627 0.000366666 0.000386815 0.000340314 0.000336262
internal_weight=0 691 615 2430 435 2286 2266 144 2228 126 2142 180 77 1426 84 309 267 51 238 58 1342 158 197 45 716 1286 673 613 688 630
internal_count=3121 691 615 2430 435 2286 2266 144 2228 126 2142 180 77 1426 84 309 267 51 238 58 1342 158 197 45 716 1286 673 613 688 630
is_linear=0
shrinkage=0.00196078


Tree=9642
num_leaves=31
num_cat=0
split_feature=1 155 3 0 148 51 47 132 160 43 48 47 12 48 3 15 13 14 2 1213 1212 4 43 1212 0 4 156 403 403 2
split_gain=0.128195 0.0408205 0.0253508 0.0212942 0.0191922 0.025041 0.0217443 0.0209697 0.0185253 0.0187702 0.0179124 0.0218288 0.0152352 0.0141553 0.0275392 0.0151995 0.0188329 0.0135345 0.0132042 0.0129301 0.0171308 0.0295195 0.01302 0.0129933 0.0194087 0.0128012 0.0143799 0.0124387 0.0245479 0.0142263
threshold=0.10124500000000002 0.11245500000000001 0.31370500000000007 0.22582000000000002 -0.10069499999999999 0.10532000000000001 0.11370000000000001 -1.0000000180025095e-35 -0.24498999999999996 -0.24021999999999996 -0.081134999999999999 0.078345000000000012 -0.42850999999999995 0.10168500000000001 -0.073309999999999986 -0.13578499999999996 -0.013304999999999999 -0.47013499999999991 0.15950500000000004 0.12389500000000002 0.099400000000000002 -0.077999999999999986 -0.010344999999999998 0.11473500000000002 -0.07403499999999999 0.042705000000000007 0.013700000000000002 -0.5492149999999999 -0.53255499999999989 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 13 -2 7 -7 -6 -9 -10 -11 17 -4 15 -15 16 -1 -12 -14 23 22 -22 -21 25 -25 27 -27 29 -29 -17
right_child=1 -3 12 -5 5 6 -8 8 9 10 11 -13 18 14 -16 19 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.006542171604182247 -0.00073741460219025614 0.0046617886187353486 0.0023065047451694097 0.00051903219537052792 -0.00073435616407853865 0.005368777741951279 0.0020172511860437228 0.0052739448775537311 0.004829305981285871 0.0046099099610000848 0.0036584078222513202 0.0031117699266122022 0.00070242876947462644 0.0037013807520845238 0.00027426347166483264 0.0038205192734797801 0.0037106293765342951 0.0012303484651871985 -0.0022762268350396135 0.0052019027106109117 0.0089388616126432844 0.0041162296578598516 0.0016805376763278175 0.00026821840544401378 0.0043039381779222327 0.0033552133553796412 0.00068303909660740337 0.0012169072630682162 0.0038934065857635309 0.0073410496663365689
leaf_weight=46 20 66 35 20 24 49 32 20 25 25 25 103 46 81 33 24 48 281 22 21 22 30 21 26 22 238 22 35 1637 22
leaf_count=46 20 66 35 20 24 49 32 20 25 25 25 103 46 81 33 24 48 281 22 21 22 30 21 26 22 238 22 35 1637 22
internal_value=0 0.00228338 0.00206135 0.0037681 0.00230862 0.00241294 0.00404472 0.00215017 0.0022947 0.00216488 0.0020114 0.00185257 0.000611285 0.00379601 0.00270932 0.00385196 0.00509628 0.00142872 -0.000261254 0.00379679 0.00494333 0.00615657 0.00344122 0.00374359 0.00211792 0.00378304 0.00312911 0.00388201 0.00383738 0.00550425
internal_weight=0 773 707 2348 604 584 81 503 479 459 434 409 103 2328 114 2214 94 306 68 2120 94 52 42 2026 48 1978 260 1718 1672 46
internal_count=3121 773 707 2348 604 584 81 503 479 459 434 409 103 2328 114 2214 94 306 68 2120 94 52 42 2026 48 1978 260 1718 1672 46
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 1 2 47 13 160 16 52 1 2 1 159 4 1 52 15 16 0 42 0 0 0
split_gain=3.71187 0.606333 0.386265 0.304316 0.261698 0.186936 0.135897 0.132164 0.126594 0.101731 0.095879 0.0671258 0.0540438 0.0703756 0.0893239 0.0521656 0.0468931 0.0821488 0.0447485 0.0406919 0.0406291 0.0399766 0.0368832 0.0364655 0.0334918 0.0407758 0.0430019 0.108252 0.0322608 0.0413855
threshold=0.104035 -0.40967499999999996 0.13657000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40473500000000007 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.13082500000000002 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.091450000000000017 0.087225000000000011 0.27287000000000006 0.15799000000000005 0.056145000000000007 0.090455000000000021 -0.079504999999999978 -0.11173999999999999 0.084835000000000008 -0.076579999999999995 -0.07847999999999998 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 7 -6 8 10 -5 18 21 -3 19 20 -12 -17 -18 24 -14 -15 22 -4 -10 -1 -26 28 -28 29 -27
right_child=1 2 11 9 6 -7 -8 -9 23 -11 15 -13 13 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00040037575417447657 0.00037094220830587968 0.00016340597351413423 9.1231747351184242e-05 0.00034574246652490937 0.00033436023716470369 0.00025190852561149916 0.00019743334805296262 0.0002243070237325262 0.00048796235815679029 0.00021189371835199708 0.00042438376686424086 0.00020957901551241245 0.00034535015905823774 0.00029188158574934103 6.8652200165624723e-05 0.00035861165427208085 0.00020624254664170446 0.00035541377432060005 0.00035793945265449146 0.00022441875167708694 0.00018788998430580053 3.3202911264077873e-05 0.00017911613555998245 0.00040566972500057796 0.00030458430768401189 0.00040343794932276832 0.0003762027070824744 0.00022946671625367955 0.00044049097053792279 0.00034181783900682529
leaf_weight=547 76 182 91 34 87 48 41 22 47 61 43 21 20 20 20 743 22 40 206 23 52 35 23 37 27 176 243 21 58 55
leaf_count=547 76 182 91 34 87 48 41 22 47 61 43 21 20 20 20 743 22 40 206 23 52 35 23 37 27 176 243 21 58 55
internal_value=0 0.000205717 0.000185299 0.000368583 0.000215671 0.000373009 0.000290501 0.000375551 0.00037702 0.000259797 0.000374143 0.000105794 0.000185456 0.000215182 0.000184576 0.000357843 0.000354289 0.000302482 0.000384512 0.000280666 0.000216777 9.11669e-05 0.000108963 0.000451714 0.000389369 0.000378989 0.000382621 0.000364531 0.000399147 0.000388766
internal_weight=0 691 615 2430 445 2335 128 2287 2265 95 2181 170 317 135 92 848 805 62 1333 43 72 149 114 84 1127 580 553 264 289 231
internal_count=3121 691 615 2430 445 2335 128 2287 2265 95 2181 170 317 135 92 848 805 62 1333 43 72 149 114 84 1127 580 553 264 289 231
is_linear=0
shrinkage=0.00196078


Tree=9644
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 1 4 1 0 1 4 150 50 0 0 4 3 15 15 4 49 160 475 48 12 160
split_gain=14.4548 2.22586 1.40892 1.27396 0.891041 0.85455 0.490302 0.427387 0.355801 0.324628 0.307985 0.326355 0.268983 0.321782 0.237147 0.198017 0.172877 0.153171 0.150017 0.201198 0.200708 0.131362 0.128379 0.113978 0.113029 0.108537 0.100837 0.100725 0.0983402 0.0978336
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.077845000000000011 -0.17966999999999997 0.12337000000000002 -0.10474999999999998 0.085345000000000018 0.0061450000000000003 1.0000000180025095e-35 0.041865000000000006 -0.15202999999999997 -0.079119999999999982 -0.55119499999999988 -0.12018999999999998 -0.097454999999999986 -0.081924999999999984 0.41555500000000006 -0.017229999999999999 0.085755000000000012 -0.066784999999999983 0.081805000000000017 0.084225000000000008 -0.067824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 24 12 15 -5 -3 -12 13 17 18 26 22 -1 -14 -20 -21 -15 -4 -13 -6 -23 -7 -11 -19 -25
right_child=1 2 16 9 6 8 -8 -9 -10 27 11 23 14 21 -16 -17 -18 28 19 20 -22 25 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00089051788521951223 0.00072857787369670982 0.00056585648375074324 0.00018781083883473532 0.00069007310358917015 0.0005188898072968455 0.00077057382883199683 0.00039240338824505187 0.00090419214115054238 0.00050711176248595998 0.00033716475378015856 0.0003965276233241329 0.00036063481674388897 0.0007789619378381935 0.00068596731856148817 0.00067071192961068178 0.00052866850141498824 0.0003180415874797534 0.00058997345759588126 0.00092185494167352805 0.00058538218623347793 0.00073919590881916662 0.00039993939026459758 2.3311285450986091e-05 0.00034103778449176737 0.00068467058396587768 0.00060176959697828456 0.0006833860593941385 0.00049445819426206198 0.00075639763475823395 0.0001858683196237722
leaf_weight=23 74 27 76 28 21 60 46 76 48 24 195 34 1139 24 104 29 30 20 21 36 347 20 24 21 64 21 340 45 43 61
leaf_count=23 74 27 76 28 21 60 46 76 48 24 195 34 1139 24 104 29 30 20 21 36 347 20 24 21 64 21 340 45 43 61
internal_value=0 0.000407753 0.000368118 0.000732219 0.000418184 0.000741305 0.000555467 0.000760165 0.000667208 0.000512006 0.000364977 0.000347538 0.000754077 0.000674872 0.000761339 0.000685121 0.000187495 0.000753564 0.000767447 0.000734984 0.000724738 0.000570756 0.000148331 0.000265184 0.000643713 0.000503316 0.000696464 0.000439747 0.000703565 0.000225607
internal_weight=0 673 599 2448 469 2351 131 1874 477 97 338 311 1798 151 1647 429 130 86 1543 404 383 65 100 116 85 41 400 69 63 82
internal_count=3121 673 599 2448 469 2351 131 1874 477 97 338 311 1798 151 1647 429 130 86 1543 404 383 65 100 116 85 41 400 69 63 82
is_linear=0
shrinkage=0.00196078


Tree=9645
num_leaves=31
num_cat=0
split_feature=1 1 4 12 4 2 157 133 43 133 150 2 16 133 3 156 3 1 0 0 160 3 49 49 1429 1429 159 160 49 51
split_gain=0.168151 0.0398001 0.0296912 0.0301714 0.0242577 0.0220617 0.0187875 0.017887 0.0248075 0.0153529 0.0255535 0.0184913 0.0181627 0.0155225 0.0172905 0.0150946 0.0166698 0.0186634 0.0196859 0.0174159 0.0197953 0.0148637 0.0147127 0.015069 0.0312449 0.0190558 0.0222927 0.0203515 0.0172241 0.0157081
threshold=0.10337500000000001 0.13657000000000002 -0.013514999999999998 -1.0000000180025095e-35 0.40124500000000002 0.092120000000000021 -0.41966499999999995 0.089200000000000015 0.084740000000000024 0.017095000000000003 0.083555000000000004 0.12992500000000004 -0.12029499999999999 0.089405000000000012 -0.064674999999999983 0.11386000000000002 0.090900000000000009 1.0000000180025095e-35 -0.050064999999999991 -0.077084999999999987 0.030480000000000004 -0.067429999999999976 0.11560500000000001 0.085970000000000005 0.083780000000000007 0.083985000000000018 0.03981500000000001 -0.085764999999999994 0.09517500000000001 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 22 -7 8 -4 10 11 12 -8 14 -11 16 17 18 19 20 21 -14 23 25 28 29 27 -27 -25 -1
right_child=1 -3 7 -5 -6 6 9 -9 -10 13 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.004648686524390707 0.0016312382384421655 0.0011716524437110037 0.0024344062033935568 0.0047836032226480293 0.00092680370144080379 0.0067170534325255594 0.0052470289091283958 0.00071615703922327408 0.0055999140988138539 0.0063294305538636499 0.00030197173876401329 0.00057905166409909735 0.00047222027015301311 0.00384526646285207 0.0034592759948282037 0.0056864603933018563 0.00094029976360616269 0.0053575222526671407 0.00076499729329952974 0.0045008751366497441 0.0049683822047275807 0.0035519017307087779 0.0023223622887951112 0.0055848119056059256 0.0083616372244432573 0.0014589462091680616 0.00085417528847052209 0.0052927828737948509 0.0030269118739315905 0.0035791621547944562
leaf_weight=1147 40 174 298 126 22 22 63 53 27 61 26 20 42 272 32 26 30 42 32 84 24 25 31 81 30 20 31 45 39 156
leaf_count=1147 40 174 298 126 22 22 63 53 27 61 26 20 42 272 32 26 30 42 32 84 24 25 31 81 30 20 31 45 39 156
internal_value=0 0.0024881 0.00290917 0.004024 0.00423215 0.00426269 0.00383517 0.0024196 0.00269739 0.00375378 0.00333694 0.00354031 0.00370125 0.00422659 0.00534185 0.00338196 0.00316721 0.00343551 0.00304553 0.00346255 0.00250409 0.00162136 0.00447942 0.00452259 0.00547512 0.00442046 0.00306077 0.00411314 0.00475349 0.00452064
internal_weight=0 718 544 166 2403 2381 801 378 325 779 414 388 368 365 93 305 279 249 207 175 91 67 1580 1549 150 1399 96 65 120 1303
internal_count=3121 718 544 166 2403 2381 801 378 325 779 414 388 368 365 93 305 279 249 207 175 91 67 1580 1549 150 1399 96 65 120 1303
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 14 2 1 4 1 49 2 52 14 0 1 4 15 16 1 12 4 160 150 3 1 133 47
split_gain=4.75264 0.85186 0.388721 0.339401 0.28599 0.253012 0.194126 0.158823 0.127777 0.118558 0.100337 0.0871358 0.0802273 0.0752237 0.0751405 0.0730965 0.137227 0.153268 0.0826149 0.0717978 0.0711151 0.0680006 0.0643845 0.0609838 0.053039 0.0456625 0.0549372 0.0427439 0.0423651 0.0378083
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.099185000000000009 -0.025214999999999998 0.062655000000000016 0.14122000000000004 0.077845000000000011 -0.17966999999999997 0.12205500000000001 -0.054984999999999992 0.10613000000000002 0.056145000000000007 -1.0000000180025095e-35 -0.10607499999999999 0.083135000000000014 0.0061450000000000003 -0.45963999999999994 0.0047850000000000011 0.13075500000000004 0.087695000000000009 -0.51843499999999987 0.085130000000000011 1.0000000180025095e-35 -0.13927999999999999 0.089875000000000024 -1.0000000180025095e-35 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 11 15 25 -4 -8 -3 -2 -12 -6 -1 17 -17 22 -15 -21 28 23 -18 -19 26 -7 -25 -5 -14
right_child=1 4 9 21 14 8 10 -9 -10 -11 13 -13 29 19 -16 16 18 24 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00055235500867460284 0.0002862543999095709 0.00021145914451886779 0.00040733047372319784 0.00020131129379684698 4.9445690121656441e-05 0.00045777081579292359 0.00038659443311831528 0.00052597855844403252 0.00028222981040441263 0.0002554013224153455 0.00031745366137821271 0.00012565220995535049 0.00043896714907330656 0.00032594957224586432 0.00016744691614197413 0.00043969082211570653 0.00055912208337298506 0.00025825973042011138 0.00038573790747383488 0.00022540100890385819 0.00010151183530402458 0.00014690745563331531 0.00042965723482468542 0.00045463074856275202 0.00037395488397747864 0.00031397304767012305 0.00039236558298299829 0.0003668275998769172 0.00030892197887402435 0.00037053396483002668
leaf_weight=20 24 91 28 22 59 58 21 76 41 67 39 91 73 20 32 63 21 39 109 79 23 24 819 686 25 24 332 22 39 54
leaf_count=20 24 91 28 22 59 58 21 76 41 67 39 91 73 20 32 63 21 39 109 79 23 24 819 686 25 24 332 22 39 54
internal_value=0 0.00023884 0.00042313 0.000334433 0.000189258 0.000428132 0.000213837 0.000438173 0.000386644 0.00030018 0.000259119 0.000168556 0.000390222 0.000242492 9.09406e-05 0.000434474 0.000433153 0.000371036 0.000437914 0.000218528 0.000197465 0.000235325 0.000441588 0.000454991 0.000303453 0.000396984 0.000402093 0.000451902 0.000270112 0.00040987
internal_weight=0 691 2430 236 455 2335 364 1880 455 95 182 182 151 161 91 1804 1784 127 1657 122 102 85 1548 729 64 414 390 708 61 127
internal_count=3121 691 2430 236 455 2335 364 1880 455 95 182 182 151 161 91 1804 1784 127 1657 122 102 85 1548 729 64 414 390 708 61 127
is_linear=0
shrinkage=0.00196078


Tree=9647
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 2 2 1 14 0 49 2 4 1 2 13 40 150 50 12 2 1 1 15 4 133 4 3 0
split_gain=9.84887 1.61279 0.796046 0.759845 0.575927 0.438775 0.32116 0.386841 0.318829 0.23735 0.172781 0.217199 0.166234 0.158123 0.152615 0.14559 0.13965 0.141012 0.138459 0.12648 0.121304 0.120479 0.117276 0.111945 0.0886 0.0824407 0.0809361 0.0792904 0.0769615 0.0946239
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.062655000000000016 -0.10607499999999999 0.082865000000000008 0.13501500000000002 0.0082450000000000006 0.083345000000000016 0.11704500000000001 -1.0000000180025095e-35 -0.063404999999999989 1.0000000180025095e-35 0.041865000000000006 0.087695000000000009 0.094835000000000017 0.12000500000000001 0.13075500000000004 -0.059484999999999989 0.018150000000000003 -1.0000000180025095e-35 -0.52556499999999995 0.10732000000000001 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 15 6 9 22 -8 21 10 11 14 18 20 -4 -2 17 -9 25 -6 27 -1 -3 26 -23 -7 -5 -12 -18 -30
right_child=1 4 5 23 19 12 7 16 -10 -11 13 -13 -14 -15 -16 -17 28 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00066760934967980301 0.00059040708601083619 0.00031879159262756894 0.00061024800972239431 0.00028133253789375701 0.00010436580506354278 0.00060912393045243845 0.00049751436171448574 0.00036384057718779895 0.00037544858039831298 0.00073804703214877857 0.00077725161635686481 0.00070527557867999173 0.00044183458143994101 0.00055991056341033526 0.00046023684811313846 0.00041012579173434015 0.00026624578089503497 0.0002178687626501412 0.00043833264589399594 0.00027057666169560474 0.00062392590887225632 0.00057478612786293669 0.00017093616785971027 0.00021752986854004668 0.00040977189363828746 0.00054610725939933588 0.00043077484557503152 0.00065498602585295897 0.00033661384272980991 0.00049053825834552119
leaf_weight=26 124 30 44 22 75 224 54 38 69 81 21 32 39 101 64 20 20 77 26 23 841 29 66 24 22 124 38 705 34 28
leaf_count=26 124 30 44 22 75 224 54 38 69 81 21 32 39 101 64 20 20 77 26 23 841 29 66 24 22 124 38 705 34 28
internal_value=0 0.000344816 0.000612644 0.000478914 0.000276109 0.000621549 0.000313597 0.000350488 0.000472244 0.000634207 0.000629555 0.000563392 0.000563654 0.000635108 0.000521353 0.000565368 0.000310186 0.000266103 0.000576358 0.000143374 0.000639955 0.000558982 0.000217141 0.000330708 0.000503604 0.00058667 0.000375979 0.000658523 0.00037201 0.000406128
internal_weight=0 673 2448 228 445 2302 347 251 146 1889 1808 140 413 1668 108 144 197 115 374 98 1567 77 96 84 51 348 60 726 82 62
internal_count=3121 673 2448 228 445 2302 347 251 146 1889 1808 140 413 1668 108 144 197 115 374 98 1567 77 96 84 51 348 60 726 82 62
is_linear=0
shrinkage=0.00196078


Tree=9648
num_leaves=31
num_cat=0
split_feature=1 52 1456 105 2 4 2 393 402 160 158 159 49 475 475 2 475 454 39 13 12 51 49 155 16 51 1 483 1453 481
split_gain=0.20044 0.049036 0.0353089 0.029452 0.0495448 0.0243898 0.0217393 0.0220652 0.0214974 0.0201013 0.0156464 0.030835 0.0165583 0.0166436 0.0246314 0.0289327 0.0232553 0.0156337 0.0175054 0.0179459 0.0312859 0.0175518 0.0211789 0.0149896 0.0143662 0.014315 0.0219246 0.0144041 0.0174438 0.0163644
threshold=0.102705 -0.40967499999999996 -0.049894999999999995 1.0000000180025095e-35 0.31358000000000003 0.40124500000000002 0.091265000000000013 0.086855000000000016 0.09388500000000001 -0.24498999999999996 0.11817500000000002 0.11576000000000002 0.11560500000000001 -0.088274999999999978 -0.085444999999999979 0.087545000000000026 -0.10344499999999998 -0.037229999999999992 0.093575000000000005 -0.13710499999999998 0.092255000000000018 0.086310000000000012 -0.085174999999999987 0.085195000000000007 -0.074319999999999983 0.11144500000000002 0.080585000000000004 0.11517500000000001 -0.0067199999999999994 -0.050084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 8 6 10 -8 9 -4 11 12 13 16 15 -15 -1 -11 19 20 -19 22 -21 25 -23 27 -27 28 -16 -30
right_child=1 2 3 -5 -6 -7 7 -9 -10 17 -12 -13 -14 14 23 -17 -18 18 -20 21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0051548744094799519 0.0048501478210574598 0.0059462323483010686 0.0051819450741347212 0.0060273357806727296 -0.0019807700978292683 0.0012840821936895902 0.0043067820940526271 0.0011660882514779982 -0.00032559961345496368 -0.00034009427209162998 0.0069148605488913344 0.0015179241974172849 0.0024599537153595259 0.0051820934328575142 0.0067731790108761444 0.0098638367733325481 0.00087669946175689497 0.0025138532525902108 0.0013698562755523418 -0.00032006348192226142 -0.0019252938940189778 0.0027216676586595853 0.0030862212299734675 0.0074833325724202125 0.0060482851770596912 0.0013500830524467997 0.0056851209532396757 0.0024367252486231536 0.0060338430593089602 0.0047630544238243715
leaf_weight=27 94 27 26 20 28 22 816 23 29 21 36 28 28 33 51 22 24 77 116 20 20 21 209 22 34 28 20 23 112 1064
leaf_count=27 94 27 26 20 28 22 816 23 29 21 36 28 28 33 51 22 24 77 116 20 20 21 209 22 34 28 20 23 112 1064
internal_value=0 0.00271573 0.00240611 0.00225219 0.00212656 0.00459826 0.00462919 0.00422068 0.00232727 0.00246869 0.00485497 0.00480493 0.00486823 0.00491552 0.00498132 0.00705479 0.00314162 0.00233251 0.00244543 0.0027729 0.00159857 0.003174 0.00278873 0.00489492 0.00477812 0.00485105 0.00315635 0.00491613 0.0049626 0.00488408
internal_weight=0 742 648 621 601 2379 2357 839 573 544 1518 1482 1454 1426 1375 55 51 518 497 381 97 284 229 1320 55 1298 48 1250 1227 1176
internal_count=3121 742 648 621 601 2379 2357 839 573 544 1518 1482 1454 1426 1375 55 51 518 497 381 97 284 229 1320 55 1298 48 1250 1227 1176
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 1 4 2 2 4 1 12 47 15 10 475 0 160 0 4 1 16 14 1 16 48
split_gain=10.5551 1.66682 0.998121 0.896114 0.580215 0.533847 0.419183 0.299963 0.255728 0.252583 0.25148 0.224085 0.190404 0.147892 0.122942 0.102904 0.0860321 0.0851005 0.129784 0.0797451 0.0711995 0.0677753 0.0654454 0.0607712 0.137669 0.062688 0.0585594 0.0628798 0.0632532 0.0662053
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.091265000000000013 0.14753000000000002 0.27834500000000006 0.087135000000000004 0.08401500000000002 0.090100000000000013 -0.41942499999999994 -0.38124499999999995 -0.08230999999999998 -0.026509999999999995 -0.075414999999999982 0.18019500000000002 -0.49013999999999996 0.089770000000000016 0.19444000000000003 -0.46413499999999996 0.11669000000000002 -0.29154999999999992 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 12 11 -5 -6 14 13 -4 -1 -16 26 -14 -19 -13 -7 -15 23 -21 25 -25 -3 28 -28 -30
right_child=1 2 7 9 10 20 -8 -9 -10 -11 -12 19 17 21 15 -17 -18 18 -20 22 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00063135491687556233 0.00060200737766125231 0.00038684916262533148 0.00031664504136607121 0.00054663866586476188 0.00054504163347203168 0.00048018382819047374 0.0003492345692577705 0.00036220546369107712 0.00071525543898069048 0.00033693398101735885 0.00033092417017696732 0.00064609713998495363 0.00017969375293628841 0.00027290372573353751 0.00051766221083413184 0.00060433151900601324 0.00039487844106170721 0.00015685905373710043 -3.4430089149490193e-05 0.00063980771860790468 0.00032862165622689885 0.00015363692715591578 0.00046160578362497629 0.00058809118662844241 0.00045404630696137445 0.00053851474348236533 0.00035597934123048812 0.00020059870866437753 0.00019280609512683369 0.00030292900490515561
leaf_weight=1032 71 20 40 34 71 22 24 37 85 63 30 61 32 23 62 350 33 25 30 52 26 90 20 455 37 125 43 35 32 61
leaf_count=1032 71 20 40 34 71 22 24 37 85 63 30 61 32 23 62 350 33 25 30 52 26 90 20 455 37 125 43 35 32 61
internal_value=0 0.000317865 0.000284353 0.00059513 0.000358062 0.00060275 0.000607016 0.000197871 0.00060973 0.000410439 0.000481442 0.000605642 0.000172536 0.000214182 0.000619923 0.000591289 0.000302431 9.92963e-05 5.25195e-05 0.000578146 0.000398088 0.000177912 0.00057213 0.000575434 0.000570009 0.000577407 0.000286458 0.000274717 0.000293791 0.000265037
internal_weight=0 673 602 2448 325 2351 2303 277 2279 97 101 2194 240 153 1444 412 224 87 55 750 48 113 689 669 617 580 191 171 136 93
internal_count=3121 673 602 2448 325 2351 2303 277 2279 97 101 2194 240 153 1444 412 224 87 55 750 48 113 689 669 617 580 191 171 136 93
is_linear=0
shrinkage=0.00196078


Tree=9650
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 2 1 0 49 4 2 4 1 150 50 0 156 12 3 160 3 15 1 14 16 1
split_gain=7.93972 1.25108 0.744293 0.705138 0.541286 0.430385 0.304721 0.291363 0.231365 0.182987 0.179873 0.135995 0.180903 0.138061 0.133013 0.148508 0.122636 0.117283 0.105678 0.0995214 0.147224 0.0808452 0.0797141 0.121219 0.0777125 0.0753535 0.0699693 0.066207 0.0698328 0.0700492
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 -1.0000000180025095e-35 0.077845000000000011 -0.10474999999999998 0.082865000000000008 0.0061450000000000003 0.10497000000000002 -0.033174999999999989 0.083345000000000016 1.0000000180025095e-35 0.041865000000000006 -0.079119999999999982 -1.0000000180025095e-35 0.097145000000000023 -0.097174999999999984 -0.077849999999999989 -1.0000000180025095e-35 -0.081924999999999984 0.11588000000000001 -0.46413499999999996 -0.008904999999999998 0.11392000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 7 26 11 17 -3 -5 12 16 19 -11 -16 -1 21 25 -13 -21 -7 23 -22 -18 -4 -6 -17 29 -29
right_child=1 2 18 10 6 8 -8 -9 -10 14 -12 13 -14 -15 15 27 24 -19 -20 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00053325068315907736 0.00053535117182898408 0.00018999833684168099 0.00013345542059313496 0.00050401235317566143 0.000539305651080015 0.00053549075160641926 0.0002771881565039914 0.00067136217048310799 0.00034253157950589382 0.0004252006119372798 0.00031767713212209369 0.00056914058092366821 0.00061627673573613425 0.00048839192288335548 0.00041007288097902409 0.00034851777462023949 0.00030213419128866754 0.00037595383693060327 0.0002358972019473322 0.00068640998943382515 0.0003422514830275076 0.0004773691219548278 0.00053930956246537134 0.00051461611082099948 0.00044634713374525135 7.4268149178143396e-06 0.00042640882141678537 0.00030589698922060235 0.00016778325025215108 0.0002123849831387275
leaf_weight=49 74 100 76 28 39 208 44 79 39 25 69 1144 36 112 27 25 20 27 30 23 21 165 315 62 51 24 46 67 39 57
leaf_count=49 74 100 76 28 39 208 44 79 39 25 69 1144 36 112 27 25 20 27 30 23 21 165 315 62 51 24 46 67 39 57
internal_value=0 0.000294825 0.00026511 0.000535298 0.0003015 0.000542057 0.000409643 0.00055477 0.000486691 0.000260469 0.000371465 0.000549745 0.000494369 0.000554896 0.000289831 0.000274091 0.000457797 0.000500747 0.000133829 0.000559655 0.00053388 0.00050978 0.000525065 0.000471006 0.000405724 0.000103209 0.000478209 0.000254561 0.000240151 0.000262912
internal_weight=0 673 599 2448 469 2351 129 1912 439 340 97 1833 156 1677 240 215 120 400 130 1565 421 373 398 83 71 100 85 188 163 124
internal_count=3121 673 599 2448 469 2351 129 1912 439 340 97 1833 156 1677 240 215 120 400 130 1565 421 373 398 83 71 100 85 188 163 124
is_linear=0
shrinkage=0.00196078


Tree=9651
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 2 47 14 1 0 15 1 49 457 1 3 4 159 150 0 1 2 47 42 0 4 159 158 0
split_gain=5.60702 0.957936 0.522166 0.430928 0.289817 0.279988 0.187518 0.172318 0.152329 0.142131 0.109873 0.172556 0.0975245 0.0805651 0.0774208 0.103647 0.0635421 0.0621795 0.054221 0.0711337 0.0619599 0.0524872 0.0472348 0.0465892 0.0453038 0.10261 0.0524599 0.0437856 0.0552837 0.0477446
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.091265000000000013 0.13501500000000002 0.13082500000000002 0.062655000000000016 0.077845000000000011 -0.10474999999999998 -0.10653 0.15799000000000005 -0.054984999999999992 0.080930000000000016 0.089875000000000024 -0.14847999999999997 0.0082450000000000006 0.082585000000000006 1.0000000180025095e-35 -0.13843999999999998 0.083345000000000016 0.11411 0.090280000000000013 0.084050000000000014 -0.064339999999999994 -0.50690499999999983 0.082585000000000006 0.083705000000000016 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 18 8 14 12 10 -4 11 -1 -6 -2 16 -16 -7 24 19 20 -3 -13 -5 -15 26 -26 -12 29 -29 -18
right_child=1 4 9 22 7 6 -8 -9 -10 -11 17 21 -14 23 15 -17 27 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00051616406340095208 0.00030667322942320551 0.00027098441571196452 0.00042161765803142086 0.00029732686454803694 0.00015207083797605535 0.00048688399345175529 0.00030461055290538307 0.00028022645450003197 0.00056364025253800181 0.00025526896008528288 0.00056852683717129276 0.00041955218000436228 3.7517579492630876e-05 0.00046780906508074089 0.00043817428747812903 0.00025131788876961593 0.0004277928321615991 0.00040073039935293925 0.00019214989235903396 0.00022664276144099973 0.00038772488744618359 0.00031107423244635535 0.00020130006121738681 0.00039269625305795534 0.00046498799231310125 0.00032240085888142678 0.00048014514373117233 0.00053181047481511568 0.00043123259423250818 0.00035666102387082218
leaf_weight=36 24 44 28 31 213 83 48 37 62 67 27 27 33 64 25 21 520 49 38 61 29 47 54 63 651 20 591 34 55 39
leaf_count=36 24 44 28 31 213 83 48 37 62 67 27 27 33 64 25 21 520 49 38 61 29 47 54 63 651 20 591 34 55 39
internal_value=0 0.000246627 0.000446797 0.000347996 0.000194048 0.000452595 0.000423547 0.000155468 0.000468466 0.000304298 0.00046439 0.000404821 0.000136704 0.00041086 0.000430894 0.00035287 0.000435804 0.000469288 0.000257525 0.000276064 0.000317361 0.000350654 0.000236322 0.000430548 0.000471894 0.000460738 0.000484006 0.000429261 0.000469656 0.00042283
internal_weight=0 691 2430 236 455 2335 825 283 1510 95 1448 110 246 151 777 46 731 1338 172 134 73 74 85 127 1289 671 618 648 89 559
internal_count=3121 691 2430 236 455 2335 825 283 1510 95 1448 110 246 151 777 46 731 1338 172 134 73 74 85 127 1289 671 618 648 89 559
is_linear=0
shrinkage=0.00196078


Tree=9652
num_leaves=31
num_cat=0
split_feature=1 3 4 2 1 45 2 0 16 15 41 43 4 3 3 15 13 1 3 51 16 0 43 12 400 133 12 481 1212 13
split_gain=0.275169 0.0704342 0.0336627 0.0332131 0.0326431 0.0448061 0.0260674 0.0244623 0.0223939 0.0221446 0.0340466 0.0214459 0.0217449 0.0263989 0.0248811 0.0324255 0.0458612 0.0430544 0.0206382 0.0196495 0.0188508 0.0186512 0.0174921 0.0233267 0.0221687 0.0189513 0.0269338 0.0188198 0.0404275 0.0169462
threshold=0.10124500000000002 -0.049509999999999992 -0.036839999999999991 0.10276500000000001 0.14262000000000002 0.10331000000000001 0.13404500000000005 1.0000000180025095e-35 0.13751500000000003 0.040760000000000005 0.075585000000000013 -0.51144999999999985 -0.51843499999999987 0.090900000000000009 -0.097174999999999984 -0.09551999999999998 0.095120000000000024 0.080270000000000022 -0.13927999999999999 -0.096089999999999981 -0.43320999999999993 -0.065229999999999996 0.0051600000000000005 0.083785000000000012 -0.065974999999999992 -0.071719999999999992 0.087385000000000004 -0.08452999999999998 0.040035000000000008 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 21 5 -3 9 20 -8 11 22 -1 -13 14 15 -14 17 -17 -5 -15 -6 -4 23 -11 -24 26 -25 28 -27 -29
right_child=1 4 3 18 7 -7 8 -9 -10 10 -12 12 13 19 -16 16 -18 -19 -20 -21 -22 -23 24 25 -26 27 -28 29 -30 -31
leaf_value=0.0020431697510344829 0.0059757231501862407 0.0025434564480108111 0.0058262119189638533 0.0031523200735153463 -0.00074533554302020505 0.0072918471348072805 0.0010987966937978787 -0.0020359110950569932 0.0053968306354363451 0.0074949279383479343 0.0085161094874620629 0.0076187115655664134 0.006970524657517671 0.0059614925246153569 0.005381026040368434 0.0038181475039733496 0.005785830074413017 -0.00091539614579894341 -0.00031288982275873425 0.0024149235101325103 0.0028014017722601606 0.003307274249369962 0.0080197834316641098 0.005461995736836936 0.0045430843678118176 0.0060612143288241126 0.008521734033802561 0.0033309945778455586 8.1011957954615359e-05 0.0057010659383476469
leaf_weight=23 90 370 66 55 22 21 27 24 22 74 41 34 30 21 926 46 47 33 25 61 47 53 20 66 221 26 51 32 20 527
leaf_count=23 90 370 66 55 22 21 27 24 22 74 41 34 30 21 926 46 47 33 25 61 47 53 20 66 221 26 51 32 20 527
internal_value=0 0.00313558 0.00437089 0.00364508 0.00239796 0.00279849 0.00531082 0.00071405 0.00302853 0.00535946 0.00568977 0.00506784 0.00512591 0.0050531 0.0051842 0.00401587 0.00331239 0.00184084 0.00206944 0.00332319 0.00167056 0.00470433 0.00557802 0.00580401 0.00483161 0.0056307 0.00679573 0.0054054 0.00346113 0.00556539
internal_weight=0 773 289 199 484 391 2348 93 49 2299 1078 1221 1198 1164 1082 156 126 79 80 82 69 119 1037 796 241 722 117 605 46 559
internal_count=3121 773 289 199 484 391 2348 93 49 2299 1078 1221 1198 1164 1082 156 126 79 80 82 69 119 1037 796 241 722 117 605 46 559
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=31
num_cat=0
split_feature=1 52 3 2 9 0 4 15 2 3 0 0 14 3 14 15 12 45 0 1 3 2 13 11 10 479 15 2 159 4
split_gain=0.222887 0.0590757 0.0374504 0.0263404 0.0591044 0.03046 0.023687 0.0227733 0.0221083 0.0249361 0.0218985 0.0194936 0.0209233 0.0193699 0.0193252 0.0192287 0.0176071 0.0172553 0.0292631 0.0393298 0.038797 0.0201468 0.017086 0.016447 0.0151192 0.0143015 0.0176928 0.0139756 0.0139171 0.0158303
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 0.10252500000000002 -1.0000000180025095e-35 0.024095000000000002 -0.050494999999999991 1.0000000180025095e-35 0.10803500000000001 -0.0063699999999999989 -0.0058249999999999994 -0.18901999999999997 -0.47013499999999991 0.11658 0.062655000000000016 -0.14712999999999996 -0.42850999999999995 0.081955000000000014 -0.13027499999999997 0.083345000000000016 0.076840000000000006 -0.090999999999999984 -0.019614999999999997 0.079300000000000009 -0.0026549999999999994 0.098035000000000011 0.11657500000000001 0.15950500000000004 0.13685500000000003 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 24 15 -5 11 14 10 -10 13 -13 -8 17 -6 -4 18 19 -1 -21 -20 -17 25 -3 28 -27 -18 29 -23
right_child=1 2 16 6 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 22 27 -19 21 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0056143914418671989 0.0050642254020863663 0.002058583112592076 0.002549210818750518 0.0048038926273875409 0.0079760177503339948 0.0011049362619153479 0.0060911555167125625 -0.0010129432077519596 0.0046547205481051127 0.0011997282970696689 0.0018362605362199247 0.0048525337583851073 0.0014578699691104114 0.0023107679504336732 0.0063385780383793076 0.0057742586807404284 0.00078023068692899603 0.0076095480948093945 0.0018068964171799877 -0.0019780669134343044 0.0032641844237029241 0.0050685023543474358 0.0034811210761972692 0.0025591502062462528 -0.0012241699343030633 0.0014986850088462235 0.005454862918704749 -0.0022842010725278006 0.0076277252275031059 0.0040099667600025576
leaf_weight=42 102 47 35 32 20 22 23 24 199 30 32 20 197 33 88 66 46 22 21 20 48 1596 64 29 20 26 20 22 20 155
leaf_count=42 102 47 35 32 20 22 23 24 199 30 32 20 197 33 88 66 46 22 21 20 48 1596 64 29 20 26 20 22 20 155
internal_value=0 0.00282202 0.00248118 0.00279931 0.00359829 0.00457978 0.0022189 0.00194038 0.00477974 0.00391204 0.00426428 0.00220001 0.00177074 0.00386343 0.00488825 0.00508942 0.000726802 0.00482441 0.00479341 0.0032084 0.00172235 0.0048868 0.00464533 0.00492184 0.00107866 0.00495954 0.00321876 -0.000211203 0.00500476 0.0049748
internal_weight=0 773 671 568 239 172 329 297 2348 261 231 273 217 56 2087 150 103 1999 1977 110 68 1867 130 1846 67 1817 46 68 1771 1751
internal_count=3121 773 671 568 239 172 329 297 2348 261 231 273 217 56 2087 150 103 1999 1977 110 68 1867 130 1846 67 1817 46 68 1771 1751
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 3 4 4 14 1 2 12 40 1 2 4 12 4 15 0 4 2 475 10 2 14 2 0 16 48
split_gain=5.69727 0.974088 0.523586 0.514194 0.307229 0.229509 0.218451 0.16165 0.148856 0.137445 0.134472 0.118549 0.118488 0.115491 0.118909 0.0781828 0.0736662 0.073029 0.0644546 0.115713 0.0643929 0.0615911 0.0571293 0.0564074 0.0653407 0.0589304 0.0538016 0.0517906 0.0989809 0.0509545
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.10045500000000002 0.30112000000000005 0.36766000000000004 0.40473500000000007 0.062655000000000016 0.077845000000000011 0.14960000000000004 -0.42850999999999995 -0.065969999999999987 0.089625000000000024 0.090425000000000019 -0.17966999999999997 0.087695000000000009 -0.51253999999999988 -0.15914499999999995 -0.11173999999999999 0.024790000000000003 -1.0000000180025095e-35 -0.066784999999999983 -1.0000000180025095e-35 0.10467500000000002 -0.23083499999999998 0.15950500000000004 -0.068604999999999985 0.083160000000000026 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 8 6 12 -4 13 -5 22 -7 -3 16 21 -2 17 -1 -19 20 -20 -15 -6 -17 -25 -26 -13 -18 -29 -11
right_child=1 5 7 9 10 11 -8 -9 -10 29 -12 26 -14 14 -16 23 27 18 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00061290707658318911 0.0003831213782084923 0.00017872624463174776 0.00044134268079925259 0.00043720171085091867 0.00049094081144122512 0.00018571068112756693 0.00015312530168064327 0.00028755431817717236 0.00056296586072671995 0.0002012392685334335 0.00028479668082807038 8.8300636346016277e-05 0.00033279644516669393 0.00036356955085657 0.00032696968815151004 0.00017450007506437788 0.0004731018527230595 0.00059522758130832096 0.00034694095720267656 0.00049679926059117919 0.00047696333624741783 0.00046354198065471692 0.00042127542516307779 0.00036076186947962819 0.00032883586713532896 0.00023518188961884858 -3.3779070441287965e-05 0.00030505685213984561 0.00048181600994641433 0.00031401578216345082
leaf_weight=20 20 28 129 28 52 34 108 33 79 24 26 35 61 26 31 29 640 23 32 713 27 267 349 25 32 134 23 21 29 43
leaf_count=20 20 28 129 28 52 34 108 33 79 24 26 35 61 26 31 29 640 23 32 713 27 267 349 25 32 134 23 21 29 43
internal_value=0 0.000261464 0.000323885 0.00046324 0.000468993 0.000174637 0.000212398 0.000410015 0.000479633 0.000321832 0.000421449 9.37801e-05 0.000284325 0.000476033 0.000442452 0.000265746 0.000483263 0.000495885 0.000492941 0.000489894 0.000406443 0.000454671 0.000430309 0.000255076 0.00026731 0.000253236 3.98897e-05 0.000468354 0.000407577 0.000273618
internal_weight=0 691 402 2430 2335 289 197 162 1908 95 427 92 89 1829 324 240 1505 815 795 772 59 293 401 220 191 166 58 690 50 67
internal_count=3121 691 402 2430 2335 289 197 162 1908 95 427 92 89 1829 324 240 1505 815 795 772 59 293 401 220 191 166 58 690 50 67
is_linear=0
shrinkage=0.00196078


Tree=9655
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 14 159 4 2 4 15 11 3 13 4 52 159 13 132 2 15 3 15 13 47 43
split_gain=7.80457 1.27317 0.781956 0.669818 0.45412 0.367395 0.318219 0.28541 0.206587 0.20207 0.198577 0.197934 0.131777 0.168555 0.118928 0.113881 0.130118 0.0960424 0.0801928 0.0845453 0.0726201 0.0684217 0.0668371 0.0902031 0.0591778 0.09718 0.0635526 0.0572044 0.054308 0.0507749
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.09253500000000002 0.13754500000000003 0.062655000000000016 -1.0000000180025095e-35 0.40473500000000007 0.14753000000000002 0.40945500000000007 -0.086849999999999997 1.0000000180025095e-35 -0.11171999999999999 0.14871000000000004 0.0061450000000000003 0.039215000000000007 0.030370000000000005 -0.085384999999999975 0.08764000000000001 0.31358000000000003 0.040760000000000005 -0.12711499999999995 0.084050000000000014 -0.00051499999999999994 0.090100000000000013 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 28 6 9 14 15 21 -4 -6 13 -12 -1 16 17 -8 20 27 29 -5 23 -14 25 -23 -26 -20 -3 -18
right_child=1 2 10 5 11 -7 8 -9 -10 -11 12 -13 22 -15 -16 -17 18 -19 19 -21 -22 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00055711930272755799 0.00052582728239709126 0.00025635354067552927 0.00033908095688391955 0.00056816538252593262 0.0004838372986312072 0.00029801009960337733 0.00032991111951590586 0.00030123372928777446 0.00036009683594044454 0.00066232982828141808 0.00028466819436113783 0.00029387773142433636 0.00011500593963793624 0.00014816138086828337 0.00040267392185025383 0.00057970003182750672 0.00053231606050116974 0.00049540906987219021 0.00046808181252299238 0.00052414837106983794 0.00058732513313979095 0.00039955802670880861 0.00019661418982302331 -4.0801981185544649e-05 0.00060873101409442208 0.00052619727491596028 0.00054227561555831813 0.00036833556381990761 0.00034249496772947304 0.00048923339767783299
leaf_weight=36 74 191 26 381 71 26 28 69 37 60 52 30 50 105 41 81 255 26 105 93 60 25 21 20 62 342 514 28 33 179
leaf_count=36 74 191 26 381 71 26 28 69 37 60 52 30 50 105 41 81 255 26 105 93 60 25 21 20 62 342 514 28 33 179
internal_value=0 0.000283187 0.000253211 0.000521604 0.00031826 0.000529773 0.00053242 0.000392815 0.00050354 0.000551033 0.000176055 0.000427414 0.000158963 0.000193374 0.000474882 0.000509748 0.000502427 0.000409595 0.00050939 0.000478796 0.000523386 0.00054599 9.95951e-05 7.04894e-05 0.00053703 0.000517571 0.000549429 0.000447083 0.000269044 0.000514547
internal_weight=0 673 599 2448 325 2302 2276 146 892 1384 274 101 248 157 77 855 774 54 720 226 494 1324 91 70 943 367 576 133 224 434
internal_count=3121 673 599 2448 325 2302 2276 146 892 1384 274 101 248 157 77 855 774 54 720 226 494 1324 91 70 943 367 576 133 224 434
is_linear=0
shrinkage=0.00196078


Tree=9656
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 4 2 1 14 2 4 4 1 0 1 47 4 52 12 1 0 0 16 0 160 15 10 47
split_gain=7.15835 1.12227 0.733457 0.591155 0.386335 0.340021 0.195211 0.191044 0.183128 0.172015 0.167238 0.130819 0.148266 0.106161 0.119412 0.101791 0.16429 0.0981481 0.0740371 0.0703016 0.0680492 0.0627062 0.0720516 0.0598684 0.0827267 0.0597014 0.0769318 0.0572699 0.0659875 0.0551987
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.13082500000000002 0.40473500000000007 0.14960000000000004 0.09253500000000002 0.062655000000000016 0.14753000000000002 0.27834500000000006 -0.013125 0.093100000000000002 -0.10096999999999999 0.085345000000000018 0.078875000000000015 0.0082450000000000006 -0.068719999999999989 0.090285000000000018 0.075045000000000014 -0.019414999999999998 -0.15202999999999997 -0.059624999999999991 -0.079119999999999982 -0.081069999999999989 -0.41942499999999994 -0.38124499999999995 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 10 11 -6 13 -5 15 12 -4 21 20 16 23 19 25 -18 -15 22 -7 -1 -25 -17 -27 -13 -29 -3
right_child=1 2 6 9 7 8 -8 -9 -10 -11 -12 27 -14 14 -16 18 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00060562122018397357 0.0004912822738951082 0.00024157016683079598 0.00028059253277366652 0.00045280573065709556 0.00045290103801104149 0.0004917414870506488 0.00029648841949990175 0.00026954528884485054 0.00029729353558963239 0.0002787570068307343 0.00060650894152266643 0.00014872593153496364 0.00014168437409820529 0.0005032154264486804 0.00031855609469453249 0.00052342180439698418 0.00040781998185906158 0.00049858926850206717 0.00044837197090279965 0.0002509047502493547 0.00043057583916971016 0.00053439505272473908 0.00040299197249033349 0.00053102601003023541 0.00038937500901107386 0.00041051952791149401 0.00050420074800072386 0.00011879850080631692 -1.7600558402193284e-05 0.00032082573452359576
leaf_weight=21 76 192 40 34 74 161 37 31 26 61 70 32 113 70 29 1115 23 20 64 21 170 90 45 51 23 38 298 25 30 41
leaf_count=21 76 192 40 34 74 161 37 31 26 61 70 32 113 70 29 1115 23 20 64 21 170 90 45 51 23 38 298 25 30 41
internal_value=0 0.000266496 0.000238717 0.000492669 0.000300017 0.000498838 0.000163918 0.000398767 0.000458192 0.000341048 0.000512612 0.00014348 0.000178 0.000465596 0.000437402 0.000508685 0.000461488 0.000384698 0.000513639 0.000332929 0.000451762 0.000491218 0.000472354 0.000513221 0.000486999 0.000516517 0.000493606 8.27721e-05 4.4399e-05 0.000255516
internal_weight=0 691 615 2430 338 2335 277 105 591 95 1744 240 153 565 269 1674 159 64 1515 44 240 296 206 95 74 1451 336 87 55 233
internal_count=3121 691 615 2430 338 2335 277 105 591 95 1744 240 153 565 269 1674 159 64 1515 44 240 296 206 95 74 1451 336 87 55 233
is_linear=0
shrinkage=0.00196078


Tree=9657
num_leaves=31
num_cat=0
split_feature=1 52 1 124 2 52 43 42 43 50 16 2 390 1375 52 16 12 474 484 1444 1204 4 16 52 15 52 0 13 0 39
split_gain=0.286677 0.0618239 0.0408555 0.0303226 0.0247089 0.0245276 0.024073 0.0217465 0.0217235 0.0200102 0.0183346 0.0166692 0.0229759 0.0202349 0.0199576 0.0277611 0.0536272 0.0185945 0.044867 0.017977 0.0177135 0.0177118 0.0193686 0.0540845 0.0218628 0.0164615 0.0164235 0.0251297 0.0249037 0.0163267
threshold=0.10337500000000001 -0.40967499999999996 0.13657000000000002 -0.076779999999999987 0.13404500000000005 0.19022000000000003 0.070450000000000013 -0.0060199999999999993 -0.23229999999999998 -0.35497999999999996 0.13751500000000003 0.087625000000000022 0.086130000000000012 -0.14438999999999999 0.4002400000000001 -0.046599999999999996 0.094070000000000015 0.085295000000000024 0.085595000000000018 -0.081774999999999987 -0.082759999999999986 -0.49013999999999996 0.11346000000000002 -0.14765999999999999 -0.043924999999999992 -0.53299999999999992 -0.10474999999999998 -0.085669999999999982 -0.14001499999999997 0.096775000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 11 6 8 -1 -3 -10 -6 14 13 -13 17 -16 -17 19 -19 -5 -15 -22 23 -23 25 -24 28 -28 -4 -29
right_child=1 2 26 4 10 -7 -8 -9 9 -11 -12 12 -14 20 15 16 -18 18 -20 -21 21 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0054197685223978352 0.0055634120613036828 0.0055806628605350852 0.00088627391475408024 0.0089414307312108577 0.0014463649885901424 0.0051503766234147182 0.0058777750881675349 0.0023552592133024809 0.0056024619657546286 0.0023457718406317183 0.0053353842890249909 0.0024425642713904383 0.0019920368551869286 0.0082685979362577197 0.0066182366863358766 -0.0010883273344439832 0.0061470292136073116 0.0056589960238585873 0.00042951192174639019 0.005911591872352219 0.0066239100409967999 0.0093962057169846968 0.0065244655227029913 0.0051977109062741672 0.0026528494073456881 0.0042213652323116555 -0.0010807854402810335 0.0035357881714042057 0.0056641845102421949 0.00065902709624076142
leaf_weight=39 87 25 24 20 27 57 26 57 20 333 22 25 22 20 26 21 20 75 21 939 88 32 45 745 59 100 45 34 20 47
leaf_count=39 87 25 24 20 27 57 26 57 20 333 22 25 22 20 26 21 20 75 21 939 88 32 45 745 59 100 45 34 20 47
internal_value=0 0.00306438 0.00271983 0.0053416 0.00541406 0.00320846 0.00293448 0.00360022 0.00273203 0.00253029 0.00319246 0.00546227 0.00519225 0.00525545 0.00573567 0.00406209 0.00244111 0.00584195 0.00451505 0.00597478 0.00532002 0.00526486 0.00514294 0.00537062 0.00427576 0.00493612 0.00139476 0.000813934 0.00305805 0.00186656
internal_weight=0 718 631 2403 2307 461 404 96 378 353 49 2258 1136 1114 1122 67 41 1055 96 959 1089 1069 981 777 204 145 170 126 44 81
internal_count=3121 718 631 2403 2307 461 404 96 378 353 49 2258 1136 1114 1122 67 41 1055 96 959 1089 1069 981 777 204 145 170 126 44 81
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 4 1 1 2 2 2 4 1 1 0 43 12 151 10 16 13 3 48 147 47
split_gain=7.99719 1.27305 0.856926 0.674551 0.441449 0.427267 0.248707 0.236579 0.216429 0.200849 0.200526 0.178523 0.143625 0.156305 0.111948 0.107211 0.0877575 0.143203 0.0668429 0.0590187 0.0537083 0.0533222 0.0532768 0.0508751 0.050248 0.0498815 0.0482953 0.0480123 0.0562671 0.0463909
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.095545000000000005 0.062655000000000016 0.13501500000000002 0.17025000000000004 0.40473500000000007 0.40945500000000007 0.09253500000000002 0.089625000000000024 0.08647500000000001 0.14285500000000004 -0.0091949999999999983 -0.013125 0.093100000000000002 0.075045000000000014 -0.019414999999999998 -0.067199999999999996 0.095780000000000018 -0.088784999999999989 -0.38124499999999995 0.13751500000000003 -0.072819999999999982 -0.080884999999999985 0.086910000000000015 0.089365000000000014 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 16 10 -6 14 -5 27 15 20 -14 18 21 19 -7 -4 -18 -3 -10 -9 -22 -12 28 -1 -24
right_child=1 2 8 11 9 7 -8 24 23 -11 26 -13 13 -15 -16 -17 17 -19 -20 -21 25 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052149076569379743 0.00049007280726827711 0.0003048942504706336 0.00019845943367517404 0.00044160903660546143 0.00044839971407134506 0.00048222379548949935 0.00062625608420004706 0.00026284848869431254 7.5006453333677122e-05 0.00026039760742409555 0.00020713102744718758 0.00026429852163757411 0.00034608873690849818 0.00030939453024144905 0.00012626915329647269 0.00049165492820366996 0.0004832200982391234 0.00030620371717569227 0.00053017268314438186 0.00039626203258247934 0.00024876007136308791 0.00042297417912489309 0.00021536397177325777 -4.9624199814656199e-05 0.00039073307759343297 0.00037961508561339639 0.000102527757161795 0.00048271464049370172 0.00042141855705974361 0.00031102072147058191
leaf_weight=1193 76 40 21 34 74 160 70 27 34 31 20 61 21 22 25 264 111 29 90 38 21 115 171 20 21 24 112 152 22 22
leaf_count=1193 76 40 21 34 74 160 70 27 34 31 20 61 21 22 25 264 111 29 90 38 21 115 171 20 21 24 112 152 22 22
internal_value=0 0.000250662 0.000221076 0.00048972 0.000287335 0.000496309 0.00051175 0.000450746 0.000140226 0.000392894 0.000167197 0.000327757 0.000506962 0.000468637 0.000238012 0.000480929 0.00046241 0.000435919 0.000485866 0.000465726 0.000280339 0.000452564 0.000239766 2.8847e-05 0.000318798 0.000318549 0.000118377 0.000515569 0.000519679 0.000226268
internal_weight=0 691 615 2430 338 2335 1744 591 277 105 223 95 1674 307 91 285 543 255 288 198 66 226 233 54 48 45 132 1367 1215 193
internal_count=3121 691 615 2430 338 2335 1744 591 277 105 223 95 1674 307 91 285 543 255 288 198 66 226 233 54 48 45 132 1367 1215 193
is_linear=0
shrinkage=0.00196078


Tree=9659
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 2 9 0 2 14 160 147 13 43 15 4 43 3 52 48 1 3 43 484 15 39 47 158 49 150 42
split_gain=0.27379 0.0672003 0.0414299 0.0287457 0.026045 0.0560161 0.0301273 0.0249218 0.0241395 0.0220763 0.0219855 0.0206651 0.0204917 0.0197978 0.0195226 0.019161 0.0243509 0.0181188 0.0179344 0.0164683 0.0266585 0.0179752 0.0153955 0.0151233 0.018265 0.0185225 0.0150081 0.0146662 0.0308323 0.0143934
threshold=0.10124500000000002 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.10252500000000002 -1.0000000180025095e-35 0.024095000000000002 0.095545000000000005 0.076975000000000002 0.0065900000000000012 0.089365000000000014 0.054800000000000008 -0.00045499999999999995 -0.46743999999999997 0.010840000000000001 0.0041500000000000009 0.11658 0.056145000000000007 0.10168500000000001 0.077565000000000009 -0.116045 0.062770000000000006 0.089765000000000011 -0.14712999999999996 0.08456000000000001 0.094460000000000002 0.082560000000000008 -0.014169999999999999 0.085210000000000022 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 29 3 -3 5 -5 23 8 10 11 19 18 26 -14 -11 16 -15 -4 22 -1 -21 27 -9 -7 25 -25 -6 28 -22 -2
right_child=1 2 17 4 12 6 -8 9 -10 14 -12 -13 13 15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0055625462439307131 0.0060620157836148375 0.0061068811337463558 -8.7514299650112519e-05 0.0012583323905536379 0.00088454537605279831 0.0078435966031247511 0.0013121794427702711 0.0046552101976732206 0.0071758766640567977 0.0070081887748528974 0.0027378385789537181 0.0029377476475969124 0.0059519739216193565 0.0051087277612035598 0.0045833662796792565 7.4549179524183273e-05 0.0021471811425980438 0.0027785044121628744 0.0023624019084309113 0.0021352842026813464 0.00070748791608604656 0.0030073204292700843 0.0073372882345448366 0.0071533712564418334 0.0024792624041438103 0.0041758770634058038 0.0033548715798514747 0.0054855123172988136 0.0052474567774110116 0.0032615623776412884
leaf_weight=1121 78 28 71 67 119 20 22 308 71 64 33 91 20 41 69 25 86 32 32 33 21 39 23 39 25 45 31 391 52 24
leaf_count=1121 78 28 71 67 119 20 22 308 71 64 33 91 20 41 69 25 86 32 32 33 21 39 23 39 25 45 31 391 52 24
internal_value=0 0.00301166 0.00264813 0.00298274 0.00282075 0.0036648 0.00473257 0.00518144 0.00536954 0.00461716 0.00529365 0.00428523 0.00224932 0.00299429 0.0057502 0.00260513 0.00310327 0.000802899 0.00462303 0.00534455 0.00488864 0.00506928 0.00484158 0.00531589 0.00485209 0.00555829 0.00139508 0.00524259 0.00394144 0.00540309
internal_weight=0 773 671 568 540 218 151 2348 1761 587 1690 454 322 172 133 152 127 103 363 1657 536 503 331 129 109 84 150 464 73 102
internal_count=3121 773 671 568 540 218 151 2348 1761 587 1690 454 322 172 133 152 127 103 363 1657 536 503 331 129 109 84 150 464 73 102
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=31
num_cat=0
split_feature=1 1 3 12 1 47 4 12 4 2 2 11 2 4 457 12 16 14 47 3 52 0 160 15 157 16 16 3 3 47
split_gain=6.31901 0.796172 0.69352 0.456154 0.328519 0.287775 0.262342 0.231418 0.203241 0.181197 0.168587 0.157525 0.144182 0.160666 0.138951 0.115905 0.0992224 0.0836573 0.0809749 0.0771484 0.0691627 0.0669804 0.0643723 0.0600588 0.0532653 0.0665291 0.0673524 0.0517076 0.0510774 0.0500009
threshold=0.10752500000000002 0.12408500000000001 -0.065819999999999976 0.085055000000000006 0.092390000000000014 0.12958500000000003 0.36766000000000004 -1.0000000180025095e-35 0.40124500000000002 0.13404500000000005 0.097070000000000004 1.0000000180025095e-35 0.14285500000000004 0.27834500000000006 0.094310000000000019 1.0000000180025095e-35 -0.037154999999999994 0.062655000000000016 0.077555000000000013 -0.14847999999999997 -0.0080349999999999987 -0.06563999999999999 -0.067824999999999983 0.081070000000000017 -0.080299999999999996 -0.024819999999999998 0.31475000000000003 -0.097174999999999984 -0.0025099999999999996 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 29 9 12 10 -6 -5 17 11 21 13 -3 -9 -12 -7 18 24 -17 -13 -1 -15 -22 -4 -26 -27 -21 -24 -2
right_child=1 5 4 8 7 16 -8 14 -10 -11 15 20 -14 22 -16 19 -18 -19 -20 27 23 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=0.00044691828980065226 0.00019082047834428621 0.00023493280921367494 0.00030033926734381625 0.00040591748283228413 0.00022065273601224966 0.0001747350235853125 0.00023424867304723733 0.000396147599680721 0.00021741954991348375 0.00027077444650999764 0.00026053710380633449 0.00060011931837911287 3.6746576032220069e-05 0.00018332106222454953 0.00021645859390171984 0.00046707529788764289 0.00035495966298145203 0.00053064011447792516 0.00049503964152844513 0.00031200719787985041 0.00040575500680298921 0.00037598248786157559 0.00011594412254161156 0.00054447126916560141 0.0003695655923848059 0.00046433186448345906 0.00033661985477688265 0.00040414010916347762 1.6221097503861816e-05 0.00028229828365282383
leaf_weight=1488 154 43 23 91 90 24 24 78 29 40 21 34 97 23 21 73 23 21 32 26 21 53 39 28 125 77 20 236 40 27
leaf_count=1488 154 43 23 91 90 24 24 78 29 40 21 34 97 23 21 73 23 21 32 26 21 53 39 28 125 77 20 236 40 27
internal_value=0 0.00019604 0.000421375 0.000266618 0.000358082 0.00012253 0.000438019 0.000292613 0.000360364 0.00039469 0.000440489 0.00044896 9.52627e-05 0.000134408 0.000358032 0.000401846 0.00026293 0.000411323 0.000402277 0.000410704 0.00053217 0.000444479 9.20299e-05 0.000485021 0.000390161 0.000399467 0.000437999 0.000394997 6.54515e-05 0.000204466
internal_weight=0 590 2531 301 527 289 2004 189 120 338 1980 1624 242 145 99 356 47 298 277 335 83 1541 102 49 245 222 97 262 79 181
internal_count=3121 590 2531 301 527 289 2004 189 120 338 1980 1624 242 145 99 356 47 298 277 335 83 1541 102 49 245 222 97 262 79 181
is_linear=0
shrinkage=0.00196078


Tree=9661
num_leaves=31
num_cat=0
split_feature=1 4 150 1 2 2 0 12 40 49 133 2 150 150 133 13 3 3 1 2 42 0 475 475 475 150 16 43 159 403
split_gain=0.25573 0.0625133 0.0432751 0.026645 0.0231935 0.0217965 0.0217692 0.0201698 0.0289511 0.0181566 0.0156741 0.0251281 0.0220946 0.0200319 0.0190632 0.0350351 0.0174267 0.0290905 0.0152042 0.0201738 0.0178446 0.0202398 0.0171155 0.0288548 0.0238407 0.0350796 0.0258627 0.0147066 0.0145863 0.0150052
threshold=0.10124500000000002 0.27287000000000006 1.0000000180025095e-35 0.13075500000000004 0.092235000000000025 0.14285500000000004 0.024095000000000002 -1.0000000180025095e-35 -0.0061149999999999998 0.036705000000000008 0.017095000000000003 0.13093500000000002 0.083250000000000005 0.089910000000000018 0.089405000000000012 0.016935000000000002 -0.14186499999999996 -0.10217499999999997 0.091450000000000017 -0.0091949999999999983 0.11457500000000002 -0.074824999999999989 -0.088274999999999978 -0.10344499999999998 -0.085684999999999997 0.10781 -0.010264999999999998 -0.03898999999999999 0.082585000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 18 7 -5 8 9 -2 11 13 14 16 15 -12 -6 -18 22 -20 21 -21 23 -1 26 -26 -24 -16 29 -19
right_child=1 3 -4 6 10 -7 -8 -9 -10 -11 12 -13 -14 -15 27 -17 17 28 19 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0057955357730388648 0.0065162681664029769 0.0026514874691584787 0.0020647604333362325 0.0013762453587725758 0.0061348650006738566 0.0014610564555578795 -0.0018040521102823102 0.0049081173914360121 -3.4162831831384788e-05 0.0023062436119653286 0.0075305353223600177 0.00062921919045038526 0.0079214984454059351 0.001331929316984315 0.0039094927933999634 0.0029514532875812923 0.00088584711588919173 0.0064394907637809716 0.0017755007693687312 0.0046664697874329863 0.0026095359658938836 0.0076899998441890445 0.01026391905732453 0.00088763143503456376 0.0053699327039565632 0.0023234390498449403 0.0058005949784372306 0.005624388400246972 0.0058013502812583849 0.0037974141722373236
leaf_weight=25 21 171 128 125 52 26 26 234 22 20 55 20 24 22 189 24 25 24 26 123 32 27 20 23 1225 39 37 68 62 206
leaf_count=25 21 171 128 125 52 26 26 234 22 20 55 20 24 22 189 24 25 24 26 123 32 27 20 23 1225 39 37 68 62 206
internal_value=0 0.00286096 0.00362082 0.00179668 0.00495796 0.00423747 0.000828644 0.00448052 0.0028923 0.0044626 0.00450847 0.00408648 0.00499023 0.00426333 0.00478085 0.00613942 0.0044381 0.00415976 0.00517772 0.00438112 0.00475336 0.00521071 0.00529875 0.00344383 0.00536615 0.00527593 0.00736667 0.00436324 0.00444006 0.00407311
internal_weight=0 773 451 322 2348 323 151 297 63 41 771 411 360 391 336 79 369 317 1577 208 182 150 1369 48 1321 1264 57 257 292 230
internal_count=3121 773 451 322 2348 323 151 297 63 41 771 411 360 391 336 79 369 317 1577 208 182 150 1369 48 1321 1264 57 257 292 230
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=31
num_cat=0
split_feature=1 12 44 4 47 43 13 1 12 4 3 2 0 376 3 10 401 10 52 14 0 51 13 15 157 155 12 4 49 16
split_gain=0.209104 0.055728 0.0314605 0.0311543 0.0242306 0.0235348 0.0263695 0.0222578 0.0209884 0.0200436 0.0220355 0.0325392 0.0234155 0.0194367 0.0188714 0.0187419 0.0253455 0.0233023 0.0187091 0.0349502 0.0184906 0.0162294 0.0157696 0.015272 0.0143752 0.0157885 0.0198288 0.0134283 0.0192461 0.0388149
threshold=0.11829500000000003 0.078300000000000008 1.0000000180025095e-35 -0.17966999999999997 0.085505000000000012 -0.40263499999999991 0.05868000000000001 0.093575000000000019 -1.0000000180025095e-35 0.053180000000000012 -0.13309499999999996 0.082275000000000015 -0.068604999999999985 0.080200000000000007 0.092670000000000016 -0.079859999999999987 0.085900000000000018 -0.39453499999999991 -0.065544999999999978 -0.10708499999999999 -0.10474999999999998 -0.20636999999999997 0.0015850000000000003 -1.0000000180025095e-35 -0.051074999999999988 0.11854500000000001 0.089300000000000004 0.50500500000000004 -0.054984999999999992 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 15 -5 7 14 -1 10 11 -3 20 -6 -7 17 18 -2 21 -20 -12 -17 -11 -13 -25 26 -26 28 -9 -30
right_child=4 9 -4 5 13 6 -8 27 -10 22 12 23 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0019722315657418224 0.0014446746685962354 0.0088231091919754225 0.0065628256404306742 0.0059939291591391622 0.0036921880249043597 0.0043889958632644267 -0.00031430097296833995 0.0032402870132327306 0.0056081580046515971 0.0040419168247181119 0.0016445610439404846 0.0026767992837862537 0.0035408000603552149 0.00029480372710774343 0.0015961138752754779 0.0022094354902219495 -0.0016909540830446141 -0.0031770601496100429 0.0056790542102784719 0.0017645026505565106 0.0047054019573356228 -0.0016855526391578758 0.0019178561055635261 0.007328625999137083 0.0041555208922363822 0.0030508569201394436 0.0076285259407614511 0.0046033318114021551 0.0021621757802047516 -0.0021576650080253157
leaf_weight=20 24 28 30 23 85 125 27 84 77 237 20 22 211 21 30 20 21 20 28 123 1498 23 41 33 35 31 31 23 104 26
leaf_count=20 24 28 30 23 85 125 27 84 77 237 20 22 211 21 30 20 21 20 28 123 1498 23 41 33 35 31 31 23 104 26
internal_value=0 0.0042926 0.00341101 0.00323559 0.00174552 0.00287943 0.00270847 0.00291667 0.00485848 0.00452197 0.00463749 0.00569047 0.00452787 0.00301912 0.00384844 0.00122428 0.00160911 -0.000656114 0.00196633 0.00249038 0.00466507 0.00012607 0.00372866 0.00511341 0.00552576 0.00491241 0.00578678 0.00230729 0.00206052 0.00129821
internal_weight=0 2756 569 539 365 442 419 392 97 2187 1909 180 1729 106 155 259 215 44 194 151 1518 43 278 152 130 97 66 237 214 130
internal_count=3121 2756 569 539 365 442 419 392 97 2187 1909 180 1729 106 155 259 215 44 194 151 1518 43 278 152 130 97 66 237 214 130
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=31
num_cat=0
split_feature=1 124 2 3 12 48 11 11 151 151 16 34 2 4 159 4 15 401 1443 4 4 1446 403 1 2 51 50 43 42 13
split_gain=0.169863 0.0434425 0.0310608 0.0239369 0.0201343 0.0197165 0.0186788 0.0346528 0.0173444 0.0198366 0.0167501 0.0162101 0.0252252 0.0159095 0.0149544 0.0145967 0.0202335 0.0144125 0.0147899 0.0175116 0.0340385 0.0146739 0.0141728 0.0139298 0.0327864 0.0304346 0.0205972 0.0197321 0.0159204 0.0226419
threshold=0.11690500000000002 -0.076779999999999987 0.10045500000000002 0.30112000000000005 -0.42850999999999995 0.12933000000000003 0.080455000000000013 0.085630000000000026 -0.098364999999999994 -0.083919999999999981 -0.52595999999999987 -0.021334999999999996 0.121465 0.27287000000000006 0.097885000000000014 -0.04890499999999999 -0.042209999999999991 0.086285000000000014 0.090755000000000016 -0.17966999999999997 -0.14098499999999997 0.097670000000000021 0.50894000000000006 0.085760000000000017 0.086100000000000024 0.086685000000000012 0.10917 -0.085474999999999982 0.088295000000000012 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 6 11 -5 8 17 -8 -4 -10 -11 -2 -13 -1 -6 -14 -17 18 19 -3 -21 23 -19 26 28 -26 -22 -28 -25 -30
right_child=3 2 5 4 14 -7 7 -9 9 10 -12 12 15 -15 -16 16 -18 22 -20 20 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0026597154994437849 0.00031389882192448822 0.0054654735927708474 0.0061370503534461662 0.00229753217084662 -0.0017704240620580757 0.00039603258271447644 0.0084012273233383897 0.0037563364474206338 0.00031999280077538324 0.00098096514087116639 0.00358508027309558 0.0036204348810761258 0.0040675385759095664 -0.00029474395504664808 0.0013761064837403273 0.0017197940472594817 -0.0017560025723651054 0.005346633664196002 0.0013784725534995753 0.00038717122855674602 0.0042982530836611459 0.0059021031353395526 0.0030005150091563983 0.0044738525593722312 -0.0012717290607934747 0.0038466970791064558 0.0050029413685059318 0.0017129479372610537 0.0016747621794682786 0.0039090608895338821
leaf_weight=138 43 83 23 34 44 22 29 36 21 26 494 102 20 21 23 103 20 152 21 26 1034 41 31 189 26 21 26 61 66 145
leaf_count=138 43 83 23 34 44 22 29 36 21 26 494 102 20 21 23 103 20 152 21 26 1034 41 31 189 26 21 26 61 66 145
internal_value=0 0.00387363 0.00397276 0.00164015 0.000315524 0.00333297 0.00416144 0.00582867 0.00344753 0.00333319 0.00345487 0.00210469 0.002419 0.0022695 -0.000690272 0.00156202 0.00115462 0.00410506 0.00401623 0.00404847 0.00397653 0.00403454 0.0049492 0.0039857 0.0035137 0.00101523 0.00417392 0.00269616 0.00380727 0.00321018
internal_weight=0 2732 2573 389 101 586 1987 65 564 541 520 288 245 159 67 143 123 1922 1739 1718 1635 1609 183 1568 447 47 1121 87 400 211
internal_count=3121 2732 2573 389 101 586 1987 65 564 541 520 288 245 159 67 143 123 1922 1739 1718 1635 1609 183 1568 447 47 1121 87 400 211
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=31
num_cat=0
split_feature=4 2 9 2 3 15 14 4 42 13 43 3 51 48 48 151 4 15 4 49 11 133 42 42 16 4 3 1 40 401
split_gain=0.139624 0.0417924 0.0275622 0.0229477 0.021374 0.0184688 0.0168747 0.0198185 0.0309241 0.0210094 0.0278236 0.0228929 0.0202222 0.0203729 0.0283718 0.0192798 0.0238866 0.0315404 0.0207662 0.023789 0.0157963 0.0155973 0.015523 0.0166601 0.020924 0.021486 0.0159134 0.0147858 0.0158662 0.015768
threshold=0.27287000000000006 0.14285500000000004 -1.0000000180025095e-35 0.25063000000000007 0.30112000000000005 -0.079929999999999987 -0.10708499999999999 -0.073934999999999987 0.11649000000000002 -0.014169999999999999 -0.092909999999999979 -0.097604999999999983 -0.18912999999999996 0.092475000000000016 0.078735000000000013 0.0033600000000000006 -0.0063549999999999987 -1.0000000180025095e-35 -0.040589999999999994 -0.0010999999999999996 0.097680000000000017 1.0000000180025095e-35 0.083995000000000014 0.083715000000000026 -0.083539999999999989 0.065520000000000009 -0.087129999999999985 0.11910500000000002 -0.078349999999999989 0.085900000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 27 6 -3 -4 12 9 11 -11 -9 -8 14 20 16 18 -18 -12 -20 -14 -7 23 24 25 -13 -26 28 -2 -29
right_child=3 5 4 -5 -6 21 7 8 -10 10 15 22 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0011702783825361016 -0.0003066599590238184 0.0035252585167418818 0.0059449913438349485 -0.0016251311035982024 0.0014276188407610689 -0.0010951570238720513 0.0066811505830488534 0.0010579785517033852 0.0012114920073145186 0.0041252869092311493 0.0032731685911615693 0.0082101329429341216 0.0039190614399089467 0.0015532143734949264 0.0074143287503039062 -8.0785555370052213e-05 0.0027907137659454496 0.0062775463466682741 0.0022162001954800473 -0.0013066189965077989 0.001079630819731392 0.0020836580978256876 0.0035954124046684039 0.0064992421419938677 0.0053196836568029787 0.0043363629097196588 0.0025853559709503315 0.0012984837366258155 0.002720391035171103 -0.0016807269630953671
leaf_weight=48 20 27 31 24 45 33 26 31 64 136 45 21 962 37 23 28 159 31 41 36 20 29 705 37 29 45 80 159 129 20
leaf_count=48 20 27 31 24 45 33 26 31 64 136 45 21 962 37 23 28 159 31 41 36 20 29 705 37 29 45 80 159 129 20
internal_value=0 0.0034742 0.003545 0.00135977 0.0035883 0.00134234 0.00362589 0.00359776 0.00336186 0.0034585 0.00291643 0.00373068 0.00392644 0.0038577 0.00394255 0.00243289 0.00265848 0.00335962 0.00156655 0.000569168 0.00386123 0.000391708 0.00382103 0.00457132 0.00416371 0.00556893 0.00331284 0.00157818 0.00231408 0.000965611
internal_weight=0 2769 2680 352 2632 89 2587 2556 1488 1424 476 948 1068 1042 1005 340 312 190 122 77 982 62 917 212 175 66 109 328 149 179
internal_count=3121 2769 2680 352 2632 89 2587 2556 1488 1424 476 948 1068 1042 1005 340 312 190 122 77 982 62 917 212 175 66 109 328 149 179
is_linear=0
shrinkage=0.1


Tree=9665
num_leaves=31
num_cat=0
split_feature=4 2 12 15 2 457 14 15 2 2 34 13 1 12 157 4 130 133 0 0 48 0 4 151 0 133 12 13 43 400
split_gain=0.113095 0.0338518 0.0223686 0.0229524 0.0185877 0.0149932 0.0183275 0.0149597 0.0145627 0.0266683 0.0145995 0.0135291 0.0128419 0.012756 0.0120164 0.0122203 0.0216981 0.0216665 0.018451 0.0521747 0.0195502 0.0386136 0.0268608 0.0193862 0.0150489 0.0140598 0.0131975 0.0121962 0.0121917 0.0275606
threshold=0.27287000000000006 0.14285500000000004 -0.010834999999999999 -0.14601999999999996 0.25063000000000007 0.29113500000000009 0.019675000000000002 -0.079929999999999987 -0.0091949999999999983 0.094835000000000017 -0.072169999999999984 0.0015850000000000003 0.095950000000000021 0.10388500000000002 -0.50331999999999988 0.033845000000000007 0.09567500000000001 -0.14643999999999999 -0.11173999999999999 -0.14226499999999997 0.093265000000000015 -0.030209999999999997 -0.51843499999999987 -0.00016499999999999997 -0.097734999999999989 -1.0000000180025095e-35 0.11418000000000002 -0.117405 0.0068900000000000012 -0.070649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 14 -3 10 -10 -5 -8 -2 -9 -4 18 17 -17 19 23 22 -22 -20 -16 -24 -19 -27 -26 -29 -30
right_child=4 7 5 8 -6 -7 11 13 9 -11 -12 -13 -14 -15 15 16 -18 25 20 -21 21 -23 24 -25 27 26 -28 28 29 -31
leaf_value=0.0051229337155818946 0.0038758470579705316 0.0031727326412995661 0.0052080418090260927 0.0017205504761812719 -0.0014626181762044631 0.0010198067090923673 0.005577088483454039 -0.0011775586455016686 0.0043239052421413368 0.0015046479561943655 -0.0016173682635417207 0.0030309746211059974 0.0012609107916881392 0.0016971671078918561 0.0018380814021633518 0.0054747190214051262 -0.00024668369163312798 0.00081566981909992676 0.0063975066907944224 -0.0011877957666215748 0.0029420640401542188 -0.0016922131679686055 0.0055754921173502229 0.0052957412209841152 0.0012781386427512323 0.0031541462823453711 0.00051701461031500784 0.0035395312006138765 0.0063668219593819228 0.0025054993925207741
leaf_weight=25 20 27 31 38 24 29 60 29 50 102 20 32 308 33 31 29 24 38 31 34 125 21 32 34 27 197 21 1385 20 244
leaf_count=25 20 27 31 38 24 29 60 29 50 102 20 32 308 33 31 29 24 38 31 34 125 21 32 34 27 197 21 1385 20 244
internal_value=0 0.00312678 0.0031905 0.00225862 0.00122379 0.00328006 0.00330719 0.0012081 0.00191763 0.00243204 0.000569544 0.00469148 0.00142036 0.000352537 0.00325239 0.00322596 0.00264099 0.00288416 0.00331706 0.00198637 0.00338695 0.00227549 0.00348026 0.0036467 0.00342732 0.0025907 0.00290011 0.0033863 0.00342082 0.00279802
internal_weight=0 2769 2680 235 352 2445 2416 89 210 152 58 92 328 62 2324 2293 309 285 1984 99 1885 146 1739 65 1708 256 218 1676 1649 264
internal_count=3121 2769 2680 235 352 2445 2416 89 210 152 58 92 328 62 2324 2293 309 285 1984 99 1885 146 1739 65 1708 256 218 1676 1649 264
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=31
num_cat=0
split_feature=1 124 2 48 1 44 11 16 52 15 4 13 2 10 2 10 4 160 0 14 4 3 42 0 1429 0 1429 15 3 15
split_gain=0.0930384 0.027022 0.0176083 0.0197237 0.0147767 0.0145381 0.0148063 0.0136077 0.0295106 0.0189344 0.0179205 0.0169928 0.0146839 0.0133475 0.0165594 0.0236397 0.0145533 0.0129802 0.0129174 0.0128144 0.0328493 0.0167302 0.0127443 0.0130717 0.0133584 0.0163558 0.0217604 0.0311104 0.0459562 0.0208386
threshold=0.12000500000000001 -0.076779999999999987 0.10381000000000001 0.13438000000000003 0.16773500000000005 1.0000000180025095e-35 0.095720000000000013 0.40020000000000006 -0.082554999999999976 -0.074054999999999996 -0.022844999999999997 -0.07743499999999999 0.113445 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 0.51164000000000009 -0.24213499999999996 -0.14920999999999998 -1.0000000180025095e-35 0.51164000000000009 0.149315 -0.12099999999999998 0.11070500000000001 -0.092414999999999983 -0.076579999999999995 0.086680000000000021 0.040760000000000005 -0.10831999999999999 0.09006500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 5 7 13 6 22 8 11 -9 12 -4 -10 14 15 -2 -15 -12 -1 20 21 -16 -3 24 -24 -26 27 28 -27 -29
right_child=4 2 3 -5 -6 -7 -8 9 10 -11 17 -13 -14 16 19 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.00079324479098431778 0.00049421574040025011 0.0041221431430894882 0.0019384580809855834 -0.00070294542005285617 -0.0014021005683942983 0.00563923503117015 0.00028708929196000096 0.0059755134607919237 0.0052553493210202645 0.0028256865880393889 0.0044623685791157185 -0.0016587523890032978 0.0026043545697272447 -0.0023837165022268895 0.0058725465647876266 0.0039362714810402327 0.0013046615557117469 0.0017847455566699 0.0019101793271195341 0.00035233839212008559 -0.00098338865050622676 0.0017822883898043077 0.0051794170419900464 0.0048260761116555827 0.0030369981256573061 -0.0028242994539646642 0.004847076579462737 0.0053293553726940328 0.0018059988048312683 0.0024072217826763445
leaf_weight=20 32 100 24 20 23 21 20 22 37 144 20 29 48 20 20 53 23 191 152 121 22 20 26 37 1532 27 30 29 104 154
leaf_count=20 32 100 24 20 23 21 20 22 37 144 20 29 48 20 20 53 23 191 152 121 22 20 26 37 1532 27 30 29 104 154
internal_value=0 0.00280995 0.00288981 0.00237815 0.00104376 0.00302141 0.00299471 0.00249781 0.00214329 0.00324313 0.0025324 -2.98269e-05 0.00375832 0.00122465 0.00148706 0.00264044 -0.000410863 0.00203855 0.00159583 0.000951339 0.00212036 0.00382742 0.00302127 0.00296449 0.00292828 0.00289708 0.00227396 0.00202813 0.000851663 0.00287029
internal_weight=0 2787 2615 535 334 2080 2059 515 349 166 296 53 85 311 268 85 43 211 172 183 62 40 2039 1939 1902 1876 344 314 131 183
internal_count=3121 2787 2615 535 334 2080 2059 515 349 166 296 53 85 311 268 85 43 211 172 183 62 40 2039 1939 1902 1876 344 314 131 183
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=31
num_cat=0
split_feature=1 123 44 3 13 15 40 13 15 156 0 131 131 483 2 3 133 39 13 48 13 48 148 148 1201 160 157 13 133 133
split_gain=0.0753611 0.0227142 0.0194321 0.0149816 0.0227222 0.0256533 0.0135337 0.0179082 0.0144233 0.0125243 0.028815 0.0140849 0.0138724 0.0138517 0.0137069 0.012161 0.0116767 0.0122367 0.0149461 0.0113973 0.0182723 0.0126772 0.0209392 0.0182564 0.0119864 0.0109685 0.0109287 0.0122385 0.0235893 0.0663161
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.10893000000000001 -0.42195999999999995 -0.0058549999999999991 0.051255000000000002 0.27266500000000005 -0.45963999999999994 0.10339000000000002 0.024095000000000002 0.096070000000000016 0.10548500000000001 0.09567500000000001 0.17760500000000004 0.13524500000000003 -1.0000000180025095e-35 0.084405000000000008 -0.0093149999999999986 -0.098424999999999985 -0.16152999999999998 -0.077484999999999984 -0.084064999999999987 -0.066239999999999979 -0.084114999999999981 0.083670000000000008 -0.50331999999999988 0.038215000000000006 -0.0081349999999999981 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 15 7 8 -1 10 11 13 -13 14 -2 -6 -3 -18 25 -10 -21 22 -22 -23 -25 -19 -26 -28 29 -29
right_child=9 16 -4 4 5 -7 -8 -9 19 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 21 23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0004402224401322504 0.00083015303482233288 0.0033115771693970871 0.0051756859845321244 0.0040230048540531877 0.0032852277248942604 -0.0017074810694127033 0.00054724990247538498 0.0050381035651005206 0.0050237819086760283 0.0028886887483531611 -0.0019093488913818472 0.004515179304871708 0.00096393789863213897 0.0030526049978410203 -0.0016314836630324583 0.00029891082062385977 -0.0012498543108813466 0.0012892526056055191 -0.00022689970332737033 -9.8656012246815052e-06 0.0026612457372499881 0.005628132274640458 -0.0012345337517961691 0.00022873860667459666 0.0046164057743414465 0.003657317700450339 0.0027545865090018813 0.0025858028791844847 0.0025247407224328368 -0.0044104505889117724
leaf_weight=30 174 27 29 26 30 30 31 31 20 30 36 22 22 24 26 25 20 53 38 26 37 21 22 20 29 31 1917 42 232 20
leaf_count=30 174 27 29 26 30 30 31 31 20 30 36 22 22 24 26 25 20 53 38 26 37 21 22 20 29 31 1917 42 232 20
internal_value=0 0.00252895 0.00260149 0.00257265 0.00143607 0.000644767 0.00262357 0.00264987 0.00261923 0.000939387 0.000747022 0.00110385 0.00273956 0.000782547 0.00051014 0.00192781 0.00140533 0.00104287 0.00141873 0.00264662 0.00262653 0.00265582 0.00120858 0.00269326 0.00266599 0.00216318 0.00268775 0.00266245 0.00206168 0.000328947
internal_weight=0 2787 2618 2589 111 85 2478 2447 2416 334 304 268 44 224 200 55 169 142 122 2386 2366 2340 59 2281 2260 84 2240 2211 294 62
internal_count=3121 2787 2618 2589 111 85 2478 2447 2416 334 304 268 44 224 200 55 169 142 122 2386 2366 2340 59 2281 2260 84 2240 2211 294 62
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=31
num_cat=0
split_feature=4 2 15 3 15 3 34 39 402 9 15 12 49 2 13 42 151 13 15 393 3 483 15 1427 4 12 3 160 12 13
split_gain=0.0618022 0.026649 0.0232202 0.0196694 0.0179086 0.017352 0.0153682 0.0153714 0.0158226 0.0147139 0.0152274 0.0163606 0.0145502 0.0128763 0.0122102 0.0194659 0.0152103 0.0120504 0.0118943 0.0224796 0.0186551 0.0164695 0.0143586 0.0139782 0.0196553 0.0139727 0.01543 0.0189735 0.0181268 0.0177063
threshold=0.40124500000000002 0.17025000000000004 -0.24436499999999997 0.31299000000000005 -0.43375999999999998 0.13524500000000003 -0.010024999999999997 0.095830000000000012 0.087195000000000009 -1.0000000180025095e-35 -0.14809499999999998 0.15120000000000003 0.089420000000000013 0.092875000000000013 1.0000000180025095e-35 0.094525000000000012 -0.030624999999999996 -0.01163 0.083195000000000005 0.086855000000000016 -0.15447499999999995 0.12605000000000002 0.084050000000000014 0.083935000000000023 -0.021294999999999998 0.080890000000000017 -0.087319999999999995 -0.54913999999999985 0.085355000000000014 0.0036400000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 6 14 -2 8 -8 17 12 18 -11 -14 15 16 -6 -4 19 21 -20 23 -22 -12 -25 -24 28 -28 -27 -30
right_child=4 -3 3 -5 5 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 20 -21 22 -23 25 24 -26 26 27 -29 29 -31
leaf_value=-0.0010875712538836524 -0.00026533900684601552 -0.00043091754131536521 0.0021156222920399158 0.00030400611366085867 0.00074933030582205571 -0.0019722009680288679 0.0032864996193753683 -1.3667008689870792e-05 0.00013375316775636749 0.004973315487652806 0.0021261745983966822 -0.00030295966375295234 0.0012073331565085439 0.0044143867191104667 -0.001480098362789368 -0.00046283832846463405 0.0041724258451722564 -0.0010933660330589522 0.0051296506883929775 -0.00084548301383620135 0.0042669390094468981 0.0050203928629690342 0.0040748414030531421 0.0055114478943869474 0.0021600920368828589 -8.8095550662811468e-05 0.0054170002850393454 0.0025530706369158909 0.0028761669479803569 0.0011611123464482025
leaf_weight=20 37 36 25 47 27 34 78 28 20 44 1339 23 31 21 23 44 25 22 29 24 47 21 52 30 42 44 24 640 136 108
leaf_count=20 37 36 25 47 27 34 78 28 20 44 1339 23 31 21 23 44 25 22 29 24 47 21 52 30 42 44 24 640 136 108
internal_value=0 0.00227232 0.00230746 0.00233216 0.000797159 2.01345e-05 0.00152651 0.00205269 0.00264308 0.00236744 0.00239849 0.00235211 0.00363495 0.00250249 0.000589373 0.00108518 0.00239505 0.000613543 0.00237619 0.00218966 0.00262764 0.00224053 0.0025586 0.00219916 0.00355649 0.00247863 0.00239145 0.00265659 0.00178015 0.00211704
internal_weight=0 2805 2769 2749 316 153 163 126 98 2702 2655 2559 96 52 119 96 52 47 2536 1456 1080 1432 1051 1411 72 1004 952 664 288 244
internal_count=3121 2805 2769 2749 316 153 163 126 98 2702 2655 2559 96 52 119 96 52 47 2536 1456 1080 1432 1051 1411 72 1004 952 664 288 244
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=31
num_cat=0
split_feature=4 2 15 149 3 49 16 39 49 1212 42 402 1213 1212 128 133 3 9 16 2 394 3 16 1212 16 3 3 13 403 16
split_gain=0.0500598 0.0215857 0.0188084 0.0164018 0.0159322 0.0158524 0.0127589 0.0154593 0.013917 0.0141629 0.0137134 0.0132475 0.01313 0.0151809 0.0156882 0.0197693 0.0130879 0.0129974 0.0131973 0.0338519 0.0174783 0.0228341 0.0193583 0.0167344 0.0345231 0.015618 0.0183472 0.015583 0.0218084 0.015451
threshold=0.40124500000000002 0.17025000000000004 -0.24436499999999997 0.07770500000000001 0.31299000000000005 -0.046019999999999998 -0.086989999999999984 -0.0091949999999999983 -0.23803499999999997 0.14338500000000001 0.11934000000000002 -0.10770499999999998 -0.085049999999999987 -0.08867499999999999 0.11170500000000001 -1.0000000180025095e-35 -0.16726499999999997 -1.0000000180025095e-35 -0.084119999999999986 0.084550000000000014 -0.081744999999999984 -0.085854999999999987 -0.08231999999999999 0.082415000000000016 -0.013324999999999998 -0.079724999999999976 -0.078244999999999995 0.18141000000000002 0.017340000000000005 -0.067914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -2 11 -8 -9 10 12 -4 -10 -14 17 -16 -13 -15 19 -19 21 -20 -22 25 -25 27 -27 28 -24 -28
right_child=3 -3 4 -5 -6 -7 7 8 9 -11 -12 16 13 14 15 -17 -18 18 20 -21 22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.00097881400550249966 -0.0015490416412693307 -0.00038782577095035879 0.0048528363203133827 0.003288859126927412 0.00027360550506892517 0.00077764140189034298 0.0046986663736225598 0.0042256315557838041 0.0028815199379846651 0.0042577126248103852 0.00056379109307882786 0.0049346344266086827 -0.00085509942146018154 3.0212530606042815e-05 0.0022344822483137249 -0.0021585400648681178 0.0023389577866803381 0.0037658775527961556 -0.0021896525656550448 -0.00139143667283601 0.0047265555851481629 0.0021154807516722942 0.0024546142254711825 0.0019684801396850937 -0.0018729553872617545 -6.4502441964577891e-05 0.0041849560746601939 0.0042625856922111583 -0.00034205453903896028 0.0018064336397795009
leaf_weight=20 33 36 23 23 47 260 21 27 143 26 73 20 20 34 20 21 676 20 22 35 28 28 724 87 32 50 29 45 29 469
leaf_count=20 33 36 23 23 47 260 21 27 143 26 73 20 20 34 20 21 676 20 22 35 28 28 724 87 32 50 29 45 29 469
internal_value=0 0.00204509 0.00207672 0.000717444 0.00209895 0.000515592 0.0021307 0.00199985 0.00197096 0.0019395 0.00190793 0.00249158 0.00196137 0.00188365 0.00191639 -1.56024e-05 0.00241355 0.00196493 0.00200609 0.00048395 0.00206035 0.000221222 0.00212194 0.00207216 0.000935489 0.00217265 0.0017616 0.00245493 0.00234691 0.00194494
internal_weight=0 2805 2769 316 2749 293 2702 1983 1962 1935 1909 719 1836 1693 1673 41 696 1632 1598 55 1543 50 1493 1465 119 1346 548 798 753 498
internal_count=3121 2805 2769 316 2749 293 2702 1983 1962 1935 1909 719 1836 1693 1673 41 696 1632 1598 55 1543 50 1493 1465 119 1346 548 798 753 498
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 47 14 2 4 2 1 4 1 47 4 1 0 0 12 160 0 15 3 3 14 15 48 131
split_gain=7.07389 1.21146 0.705119 0.629306 0.402827 0.368731 0.274761 0.245152 0.231516 0.166326 0.165128 0.159498 0.154463 0.142866 0.0803467 0.0683844 0.0595423 0.0882257 0.0583929 0.0559961 0.0551531 0.0521919 0.0471824 0.0443045 0.0702083 0.0424626 0.0404123 0.0402024 0.0394086 0.0389654
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.13082500000000002 0.062655000000000016 0.091265000000000013 0.40473500000000007 0.14838000000000004 0.077845000000000011 0.27834500000000006 0.090405000000000013 0.090100000000000013 -0.013514999999999998 0.086920000000000011 0.18019500000000002 -0.092759999999999995 0.090285000000000018 -0.075414999999999982 -0.23091999999999999 0.035560000000000008 -0.12018999999999998 -0.010424999999999999 -0.46413499999999996 0.095175000000000023 0.083685000000000009 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 15 6 8 11 9 14 -6 13 -5 -4 23 22 18 20 -11 -16 -18 -15 -3 24 -1 -23 -24 -10 -14 -2
right_child=1 2 7 12 10 -7 -8 -9 27 16 -12 -13 28 21 19 -17 17 -19 -20 -21 -22 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00042133507712151426 0.00052841764904255233 0.00031150726194516948 0.0002760714518163747 0.00045540839778024611 0.00044711377110409243 0.00032582639958526866 0.00028140578732731189 0.00031106932379678482 0.00063541318285456421 0.00049503867929827318 0.00027664744923719495 7.0717088857957349e-05 0.00021834057780306822 0.00022260242254394137 0.0004111506096909151 0.00033320581824897795 0.00049867392436280824 0.00034235452305452494 0.00038639387261925958 0.00049098969789026147 0.00044391419888678975 0.00017338796531134583 0.00030756988946129292 0.00052786657143003013 0.00050981564646208411 8.6326520897823722e-05 0.00021381069540771317 0.0005465183343448494 0.00031752033941396775 0.00043290325142199694
leaf_weight=37 52 28 41 28 74 48 22 37 53 388 31 84 24 24 40 33 110 25 20 217 198 35 20 640 506 56 152 31 43 24
leaf_count=37 52 28 41 28 74 48 22 37 53 388 31 84 24 24 40 33 110 25 20 217 198 35 20 640 506 56 152 31 43 24
internal_value=0 0.000264707 0.000235846 0.000489542 0.00029595 0.000495907 0.000499476 0.000162506 0.000501594 0.000497704 0.000396786 0.000139602 0.000333105 0.000176694 0.000509987 0.000250509 0.000473834 0.000454378 0.000489713 0.000478563 0.000463471 0.000141264 0.000236864 0.000516814 0.000503787 0.000119812 0.000224713 0.000602607 0.000281993 0.000498255
internal_weight=0 691 615 2430 338 2335 2287 277 2265 2181 105 240 95 156 1440 233 741 333 408 257 308 115 200 1183 543 91 172 84 67 76
internal_count=3121 691 615 2430 338 2335 2287 277 2265 2181 105 240 95 156 1440 233 741 333 408 257 308 115 200 1183 543 91 172 84 67 76
is_linear=0
shrinkage=0.00196078


Tree=9671
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 2 1 2 13 1447 39 0 43 4 1 50 457 1 3 0 1427 0 14 15 48 14 1
split_gain=4.25664 0.56811 0.451288 0.302412 0.275998 0.232519 0.197682 0.185913 0.169555 0.126023 0.125191 0.0932459 0.0785701 0.0664656 0.0585624 0.109888 0.0591224 0.0580903 0.0573413 0.0573176 0.169066 0.049269 0.0468818 0.0457227 0.045525 0.045496 0.0403877 0.0495475 0.0375776 0.0494202
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.36766000000000004 0.14753000000000002 0.14122000000000004 -1.0000000180025095e-35 0.10803500000000001 0.09253500000000002 0.089885000000000007 -0.13710499999999998 -0.082869999999999985 0.098220000000000016 -0.073309999999999986 -0.077319999999999986 -0.39518999999999993 0.122715 0.041865000000000006 0.069910000000000014 0.088975000000000012 0.084940000000000015 -0.14920999999999998 1.0000000180025095e-35 -0.23051499999999997 -1.0000000180025095e-35 -0.41396999999999995 0.087310000000000013 -0.41076499999999994 0.12165500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 6 7 10 -3 -9 -4 11 -1 -12 25 21 -16 -17 -2 26 23 -21 22 -13 -14 -23 -10 -7 -28 -5 -30
right_child=1 5 9 28 -6 18 -8 8 13 -11 12 14 19 -15 15 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00051821643701695675 0.00039263963576132539 0.00012276942164521492 0.00037442326154710237 0.00027490613249893169 0.00025073237414826883 0.00011736234309139594 0.00027076874787031549 0.0003406574252217201 0.00028056216491412379 0.00023109526573845168 0.00047317453139191136 0.00049711889187878399 0.00038812453054126695 0.00011615847879542168 0.00026210889846738284 0.00048566094148752375 0.000371854336622537 0.00029069775220528094 0.00017354826292837673 0.00041123288795189656 0.00019601997696077616 0.00042090685636389492 0.00042107208735749638 0.00047680120232363387 0.00029019290454386553 0.00019939689143725177 -3.3711007800793238e-05 9.7225877712024187e-05 0.00023347425981521273 0.0001135322875982406
leaf_weight=36 83 90 34 21 45 30 41 42 35 77 42 32 797 29 26 26 54 29 23 36 23 20 1198 23 21 110 25 20 28 25
leaf_count=36 83 90 34 21 45 30 41 42 35 77 42 32 797 29 26 26 54 29 23 36 23 20 1198 23 21 110 25 20 28 25
internal_value=0 0.000212307 0.00039725 0.000301978 0.000402857 0.000171022 0.00040574 0.000197643 0.00022884 0.000274998 0.000408111 0.000419704 0.000390323 0.00020185 0.000417129 0.00037285 0.000408841 0.000366244 8.79002e-05 0.000386365 0.000327336 0.000420822 0.000423051 0.000390612 0.000353956 0.000218989 6.16348e-05 2.44832e-05 0.000204711 0.000176898
internal_weight=0 590 2531 186 2420 404 2375 306 216 111 2334 1413 921 174 1377 106 80 112 98 879 59 1271 1230 820 41 145 75 45 74 53
internal_count=3121 590 2531 186 2420 404 2375 306 216 111 2334 1413 921 174 1377 106 80 112 98 879 59 1271 1230 820 41 145 75 45 74 53
is_linear=0
shrinkage=0.00196078


Tree=9672
num_leaves=31
num_cat=0
split_feature=1 2 4 1 0 1 124 150 33 11 1 15 0 151 13 15 0 43 4 4 483 130 16 40 1420 1429 160 15 475 12
split_gain=0.0745116 0.0234204 0.0184391 0.0169016 0.0234893 0.0142693 0.0139903 0.0132216 0.0130523 0.0120659 0.0119283 0.0117652 0.0134109 0.0139674 0.0116553 0.0115935 0.0112082 0.0184555 0.0110925 0.0105929 0.0111015 0.0149372 0.0102215 0.0101317 0.00983972 0.0100433 0.0240083 0.0276856 0.0161413 0.0189555
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 0.084785000000000013 0.089620000000000019 0.097525000000000014 -0.083859999999999976 1.0000000180025095e-35 0.083840000000000012 0.095720000000000013 0.16773500000000005 -0.091964999999999977 -0.23091999999999999 -0.080549999999999997 -0.0093149999999999986 -0.0040799999999999994 -0.071719999999999992 -0.078139999999999973 0.42642000000000008 -0.04890499999999999 0.098395000000000024 -0.077029999999999987 -0.45661999999999997 -0.082294999999999993 -0.083904999999999993 0.084770000000000012 -0.011159999999999998 -0.0072999999999999992 -0.085719999999999977 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 22 -5 14 15 9 23 19 -9 -13 -14 -1 16 17 -7 -19 -2 21 -21 -4 -8 -25 28 27 -27 29 -26
right_child=10 2 3 5 -6 7 8 11 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0022751227306764365 0.0026822790657828784 0.0033327778473985648 0.0042087536541657753 -0.0013998396217357368 -0.00094099651933425956 8.0925671241974698e-05 0.0049266625722382404 -0.0016953917068894952 0.0052232734099518334 0.00027327347546815875 -0.0012420438958898835 0.0031646674449023397 0.0018126017084190002 -0.0016359516697854776 -0.00024712583981454376 0.0038241529781641603 -0.00059600431472063065 0.00201588353024015 0.0049390012697715854 -0.0018329679788578125 0.0031683133583283053 0.00095213369579518067 0.0023083792302557933 0.004312661236250087 0.0025197046573157424 0.0022801077696097244 0.0039299059265899957 -0.0018437846046355036 0.0026768990143832892 0.0055275207551775648
leaf_weight=53 38 89 32 20 21 31 21 20 21 20 23 21 24 23 28 28 20 34 21 21 20 232 245 38 40 41 33 27 1792 44
leaf_count=53 38 89 32 20 21 31 21 20 21 20 23 21 24 23 28 28 20 34 21 21 20 232 245 38 40 41 33 27 1792 44
internal_value=0 0.00253606 0.00199911 0.00177931 0.00228346 0.00115848 0.00269256 0.00138896 0.00274284 0.00271751 0.000955475 0.000436656 0.00106373 0.000125012 0.00140323 0.00201436 0.0015363 0.00203218 0.00313198 0.00111799 0.000900253 0.000720959 0.00252792 0.00274152 0.00271875 0.00268811 0.00171672 0.00064268 0.00274041 0.00409523
internal_weight=0 2787 629 540 298 242 2158 222 2077 2056 334 88 68 47 81 134 106 86 55 311 273 253 277 2036 2015 1977 101 68 1876 84
internal_count=3121 2787 629 540 298 242 2158 222 2077 2056 334 88 68 47 81 134 106 86 55 311 273 253 277 2036 2015 1977 101 68 1876 84
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=31
num_cat=0
split_feature=4 31 3 44 2 160 2 1204 39 16 4 15 132 4 4 1 52 1 43 484 160 43 147 1 13 3 1213 1212 1213 1212
split_gain=0.0617269 0.0193412 0.0195206 0.0155276 0.0152119 0.0148876 0.0135485 0.0175751 0.0172687 0.0161159 0.0178704 0.0381861 0.0176 0.0141507 0.0218655 0.0140223 0.013247 0.0119747 0.0115545 0.0100364 0.022713 0.0191434 0.0104774 0.0168383 0.0116588 0.0129006 0.0100301 0.0126535 0.0207118 0.0116824
threshold=0.26790000000000008 -0.018414999999999997 0.20828500000000003 0.081805000000000017 0.25063000000000007 0.079055000000000014 0.092365000000000017 -0.066239999999999979 0.098220000000000016 -0.061854999999999993 -0.015039999999999998 -0.011859999999999997 0.08518000000000002 -0.036839999999999991 -0.059649999999999988 0.10089500000000001 -0.075329999999999994 0.08592000000000001 -0.074359999999999996 0.096415000000000015 -0.076689999999999994 -1.0000000180025095e-35 0.096620000000000011 0.10374500000000002 1.0000000180025095e-35 -0.0096849999999999974 0.39818500000000007 0.11387000000000001 0.0036000000000000003 0.10083000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 17 -1 26 -8 9 15 12 -12 13 14 -11 -9 -10 -2 -16 20 21 -19 23 -22 25 -25 27 29 -29 -3
right_child=4 2 -4 -5 -6 -7 7 8 16 10 11 -13 -14 -15 18 -17 -18 19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0013160291369646215 0.0030071461643092334 0.0024864667745776157 0.00071674717434925953 0.0043813331521385798 -0.0015057366380157571 0.0023129945478285664 -0.00070109390906746623 0.0026159354353291623 0.001797946007961097 0.0027593403331284388 0.0016084328288145896 -0.0029044295300818274 0.0003798303702596303 0.00424537170143925 0.0018886638003795479 0.0052472200678576808 -0.0016411875552009968 0.0013615198909798394 -0.0011541057775806016 -0.0009271260950265936 -0.0021241111183569403 0.0052185740291447891 0.002427451879096528 0.0024112388199450923 -0.00093721617834971243 0.00047264191625193542 0.0043867627720568896 0.002985185512530041 -0.0014561610906163142 0.0045115965603176383
leaf_weight=26 30 1606 73 38 24 20 23 255 24 206 175 21 41 44 26 22 21 31 24 27 23 22 30 51 34 105 28 21 21 29
leaf_count=26 30 1606 73 38 24 20 23 255 24 206 175 21 41 44 26 22 21 31 24 27 23 22 30 51 34 105 28 21 21 29
internal_value=0 0.00229506 0.00232973 0.00237458 0.000930409 0.000261807 0.00234511 0.00202692 0.00209997 0.00220539 0.00188582 0.00112491 0.00232317 0.00258876 0.00230403 0.00282492 0.000193017 0.00109604 0.000428134 0.000918537 0.00108689 0.00296256 0.000677795 0.000431365 0.000740712 0.00110641 0.0025097 0.00247836 0.000764512 0.00252239
internal_weight=0 2744 2698 2625 377 46 2587 882 859 814 537 196 341 300 256 277 45 353 50 323 296 53 243 213 190 156 1705 1677 42 1635
internal_count=3121 2744 2698 2625 377 46 2587 882 859 814 537 196 341 300 256 277 45 353 50 323 296 53 243 213 190 156 1705 1677 42 1635
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=31
num_cat=0
split_feature=1 4 484 1 1 12 48 41 14 1185 392 43 4 3 13 403 12 131 131 132 13 479 43 3 151 3 1 43 457 474
split_gain=0.0520091 0.0272192 0.0200272 0.0199919 0.0141501 0.0147686 0.0152514 0.0135515 0.0122788 0.012377 0.011755 0.0161718 0.0179484 0.0269014 0.0159766 0.0189876 0.0324167 0.0134112 0.0187013 0.0184057 0.0164406 0.0149115 0.0134963 0.0129616 0.0127067 0.0163153 0.0215647 0.0152622 0.0146837 0.0168969
threshold=0.095950000000000021 -0.008819999999999998 -0.020124999999999994 0.13743000000000002 0.09697500000000002 -0.010834999999999999 0.083685000000000009 0.093890000000000015 0.062655000000000016 1.0000000180025095e-35 0.091685000000000003 -0.52440999999999993 -0.51843499999999987 -0.10023499999999998 0.054800000000000008 0.08332500000000001 0.089735000000000023 0.090690000000000007 0.089325000000000015 0.31127000000000005 -0.17933499999999997 0.10713500000000002 -0.043144999999999996 -0.089819999999999983 0.009020000000000002 -0.097604999999999983 0.080270000000000022 -0.086909999999999987 0.041220000000000007 0.083855000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -4 6 -6 -3 9 10 11 -1 13 -13 17 16 -16 18 20 22 -14 24 -19 -17 25 26 -22 -26 -27 -30
right_child=1 7 3 -5 5 -7 -8 -9 -10 -11 -12 12 14 -15 15 23 -18 19 -20 -21 21 -23 -24 -25 27 28 -28 -29 29 -31
leaf_value=-0.00064098076492717323 0.0045483846200763114 0.00075515650553843684 -0.00043087987155145541 -0.0008440923937423914 -0.0010030737686902286 0.002676766526429732 0.0020539691037637121 0.0033441045565441962 0.0033631999766276705 0.0032988213967456988 0.0043290173837348175 0.0067806408600881692 -0.00045963165303692223 0.0016560981560143689 -0.0025065163582829492 0.0038156097136576336 0.0013191274771980838 0.0029459168503360293 -0.00078817127151009831 0.00016118773298027617 0.0017723108413724268 0.004500048197447681 0.0056102567394687372 0.00075052087195217612 0.0023075908733580005 0.0021320280401806711 -0.0021242615979281255 -0.00088397585768102403 0.0042617942211774194 0.0011694934830302373
leaf_weight=22 28 543 22 27 25 188 47 21 84 87 23 20 25 21 28 37 106 140 23 21 49 26 22 22 29 1293 20 31 67 24
leaf_count=22 28 543 22 27 25 188 47 21 84 87 23 20 25 21 28 37 106 140 23 21 49 26 22 22 29 1293 20 31 67 24
internal_value=0 0.00127642 0.00198747 0.00175541 0.0020043 0.00221035 0.000992496 0.000851554 0.00217726 0.00213062 0.00208102 0.0020555 0.0020851 0.00415588 0.00204185 0.0011779 0.000519739 0.00213605 0.00204258 0.00294666 0.00208421 0.00212553 0.00330774 0.0026727 0.00208473 0.00214362 0.00064287 0.000658615 0.00221844 0.00344624
internal_weight=0 901 337 309 282 260 72 564 2220 2136 2049 2026 2004 41 1963 193 134 1770 1587 183 1564 1539 162 59 1513 1453 69 60 1384 91
internal_count=3121 901 337 309 282 260 72 564 2220 2136 2049 2026 2004 41 1963 193 134 1770 1587 183 1564 1539 162 59 1513 1453 69 60 1384 91
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=31
num_cat=0
split_feature=1 123 44 47 447 2 2 159 1429 11 0 3 129 2 12 12 4 42 4 0 12 12 481 133 0 0 43 3 4 15
split_gain=0.0430234 0.0141983 0.0162774 0.0119971 0.0113637 0.0108745 0.0457203 0.022424 0.024016 0.0248439 0.0179249 0.0206095 0.0148177 0.0142835 0.0141479 0.0230159 0.0181497 0.016633 0.0221487 0.0180613 0.0267601 0.0213284 0.0307444 0.0178489 0.0174184 0.0164395 0.020793 0.0502429 0.0200133 0.0174908
threshold=0.12000500000000001 1.0000000180025095e-35 0.081805000000000017 0.11114000000000002 0.092655000000000015 0.08647500000000001 0.086675000000000016 0.11389500000000001 0.083985000000000018 0.078065000000000009 -0.15350499999999997 0.0051600000000000005 -0.048309999999999992 0.086950000000000013 0.093965000000000007 0.09474500000000001 -0.076229999999999978 0.096450000000000022 -0.068329999999999988 -0.081584999999999977 0.085355000000000014 0.083785000000000012 -0.08452999999999998 0.26753000000000005 -0.087519999999999987 -0.087084999999999982 -0.011694999999999999 -0.084854999999999986 -0.085964999999999986 0.084195000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 10 -1 14 -8 -14 17 -16 -17 18 19 21 -21 -12 -23 -19 -24 -26 27 29 -28 -27
right_child=-2 -3 -4 -5 -6 6 12 -9 -10 -11 11 -13 13 -15 15 16 -18 23 -20 20 -22 22 24 -25 25 26 28 -29 -30 -31
leaf_value=0.0049140561665408315 0.000652967153915804 0.0009656433013995238 0.0042673522367639915 0.00070942589871784935 -0.00019696387206204237 -0.0029762724996544422 -0.00048296104866528406 -0.00064444774718679218 -0.00033454219399787046 0.0050660551151712292 0.0044996556303640075 -0.00089652912824281629 0.0040048312185512434 0.0018345498575056589 -0.0018001106862357121 0.0034991355574971374 0.00089584032983009213 0.0062543447716566537 0.0030681494208322107 -0.0022971388509335079 0.0016276324799574969 -0.0014781884349455746 0.00031702076201327149 0.002169632262084633 0.0051760275936844251 0.0044817430269904436 0.0043789235579218015 0.0079496091930195689 0.0011021250549495816 0.0007933868058090512
leaf_weight=25 334 169 29 84 25 20 27 27 34 33 37 21 31 1393 20 43 71 23 255 23 71 24 40 20 22 20 22 20 122 36
leaf_count=25 334 169 29 84 25 20 27 27 34 33 37 21 31 1393 20 43 71 23 255 23 71 24 40 20 22 20 22 20 122 36
internal_value=0 0.00185401 0.00191135 0.00188496 0.00192438 0.00194577 0.00177234 0.0021986 0.00227677 0.00237043 0.00227321 0.00219903 0.00183779 0.0018818 0.00227383 0.00132885 0.00187779 0.00244612 0.00232754 0.00189537 0.000667316 0.00223192 0.00195772 0.00435448 0.00225013 0.00256966 0.00230902 0.00364722 0.00160275 0.00211066
internal_weight=0 2787 2618 2589 2505 2480 1471 1009 982 948 915 890 1451 1424 869 134 114 735 692 437 94 343 306 43 282 242 220 76 144 56
internal_count=3121 2787 2618 2589 2505 2480 1471 1009 982 948 915 890 1451 1424 869 134 114 735 692 437 94 343 306 43 282 242 220 76 144 56
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 2 14 1 49 0 1 0 50 39 3 1 1 15 15 47 3 1 52 15 1 1
split_gain=9.25755 1.43099 0.797362 0.643907 0.612651 0.460522 0.331176 0.2864 0.245688 0.283064 0.225655 0.217205 0.132501 0.125362 0.123301 0.112619 0.100424 0.0968009 0.0886182 0.0800383 0.0789611 0.0718276 0.0707632 0.0640791 0.0620942 0.0592105 0.0546612 0.0485997 0.0823265 0.0597519
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.091265000000000013 -1.0000000180025095e-35 0.13501500000000002 -0.35136499999999998 1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 -0.054984999999999992 -0.23091999999999999 0.086920000000000011 -0.097024999999999986 0.041865000000000006 0.095830000000000012 0.149315 0.13075500000000004 0.12000500000000001 -0.096999999999999989 -0.089964999999999976 0.10350500000000001 -0.017889999999999996 0.14699000000000004 -0.54533999999999982 0.040760000000000005 0.089770000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 10 20 13 -8 -10 14 -4 -2 -7 -1 21 22 18 24 -5 -3 -16 25 -14 -11 -6 -15 28 -28 -29
right_child=1 4 11 19 16 7 8 -9 9 17 -12 -13 23 26 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00047032350487613095 0.00024613970997165035 0.00014016605382885343 0.0003857108923196234 0.00020413968747416442 4.9974213069399668e-05 0.00026577427647625257 0.00040208540528136142 0.00025914250971944208 0.00035282209929492735 0.0001059699094066019 0.00057957596843620398 0.00019013202718956912 0.00044288297806444456 0.00047114828847877495 0.00042255928614886185 0.00044291833714140848 9.4724479264848005e-05 5.4859666581623027e-05 8.9789539544844461e-05 7.0474713059595721e-05 2.0196914736281656e-05 0.00028063023413775175 -0.000140269261032821 0.00035379242798558335 0.00021736252442834311 -7.0264318734795478e-05 0.00040907906422895757 0.00042598351283995313 0.00030273217640914559 0.00052731265186094776
leaf_weight=1029 24 31 34 61 31 21 20 48 30 24 62 61 73 71 26 364 26 35 41 24 66 29 22 54 97 32 417 213 30 25
leaf_count=1029 24 31 34 61 31 21 20 48 30 24 62 61 73 71 26 364 26 35 41 24 66 29 22 54 97 32 417 213 30 25
internal_value=0 0.000179012 0.000436219 0.000302909 0.00011475 0.000443384 0.00015562 0.00040613 0.000193746 0.00017539 0.000463738 0.000260129 0.000379752 0.00041521 0.000458778 0.000430423 -1.1913e-05 0.00014837 0.000168573 0.000166399 5.85376e-05 0.000347724 -4.45315e-05 0.000405002 0.000195268 -1.10993e-05 0.000419361 0.000413993 0.000401942 0.000436627
internal_weight=0 691 2430 236 455 2335 344 825 247 227 1510 95 151 777 1448 419 111 197 162 85 97 55 85 127 121 63 756 685 447 238
internal_count=3121 691 2430 236 455 2335 344 825 247 227 1510 95 151 777 1448 419 111 197 162 85 97 55 85 127 121 63 756 685 447 238
is_linear=0
shrinkage=0.00196078


Tree=9677
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 14 4 2 1 2 0 49 2 4 1 4 50 49 48 4 0 51 475 48 12 31 15 3 160
split_gain=3.96871 0.689474 0.457909 0.330794 0.250312 0.236012 0.1845 0.161929 0.131302 0.124838 0.10381 0.0949933 0.11134 0.0914577 0.0830877 0.0798213 0.0732974 0.0632449 0.0567308 0.0527554 0.066631 0.0528029 0.0506359 0.0481216 0.0500293 0.0486864 0.0465929 0.0417624 0.0400874 0.05174
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.092845000000000025 -1.0000000180025095e-35 -0.10607499999999999 0.082865000000000008 0.10045500000000002 -0.15464999999999998 0.083345000000000016 0.0061450000000000003 0.041865000000000006 -0.054984999999999992 0.093265000000000015 -0.52556499999999995 -0.079119999999999982 -0.085989999999999997 -0.066784999999999983 0.081275000000000014 0.09141500000000001 -0.086064999999999989 -0.081924999999999984 -0.097174999999999984 -0.013904999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 6 11 18 23 -5 26 12 15 -12 -15 -1 19 27 -6 20 -13 -22 -16 -7 -25 -26 -3 -4 29 -23
right_child=1 2 17 9 7 8 -8 -9 -10 -11 13 16 -14 14 22 -17 -18 -19 -20 -21 21 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00039384205665333858 0.00040593444733996758 0.00023962706656140438 0.00010345820201776144 0.00037372469561244598 0.00026424678992114818 0.00042778658280275526 0.00050486681293015134 0.00021392590147557736 0.00025559515246452468 0.00022796089557488149 0.00033947394930421853 0.00052351209208788469 0.0004553203408105181 0.0003371138293661323 0.00011097431607434854 0.00028707073880280485 0.00036471966302061378 0.00018358939071642417 0.00038284953470831733 0.00037268717858164439 0.00042414325353440846 0.00027058277242616107 0.00021491467074684332 0.00037500652405697907 0.00024411517569045398 0.00035750969975918267 0.00013394708722298666 9.6350030504087958e-06 0.0004069031406136947 0.00038825452874848953
leaf_weight=45 76 20 76 37 20 52 79 47 41 58 26 23 36 20 20 67 116 30 69 102 1068 20 182 273 24 37 81 24 301 51
leaf_count=45 76 20 76 37 20 52 79 47 41 58 26 23 36 20 20 67 116 30 69 102 1068 20 182 273 24 37 81 24 301 51
internal_value=0 0.000229745 0.000207972 0.000398151 0.000235672 0.000402766 0.000412091 0.00030703 0.000361095 0.000284732 0.000207865 0.000408084 0.000360461 0.000229446 0.00021656 0.00032997 0.000412277 0.000104629 0.000356197 0.000415802 0.000418808 0.000417136 0.000204624 0.000372301 0.000363663 0.000312895 0.000154874 8.09406e-05 0.000397017 0.000355108
internal_weight=0 691 615 2430 485 2335 1908 136 427 95 349 1829 148 248 222 112 1681 130 89 1565 1463 1440 202 386 334 61 101 100 372 71
internal_count=3121 691 615 2430 485 2335 1908 136 427 95 349 1829 148 248 222 112 1681 130 89 1565 1463 1440 202 386 334 61 101 100 372 71
is_linear=0
shrinkage=0.00196078


Tree=9678
num_leaves=31
num_cat=0
split_feature=1 4 11 105 2 15 155 15 2 403 133 13 374 48 51 3 0 11 52 41 43 157 1211 4 402 43 43 4 157 3
split_gain=0.0689804 0.0296929 0.0242824 0.0272119 0.0258497 0.0231208 0.0173045 0.0155609 0.0165414 0.0152273 0.0129887 0.015452 0.0145418 0.013735 0.0188587 0.0144973 0.0122903 0.0154916 0.0222864 0.0239851 0.0121141 0.0177091 0.0160976 0.0229267 0.0182598 0.0165871 0.0212012 0.0154243 0.0149418 0.0134561
threshold=0.096325000000000008 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.13754500000000003 -0.079929999999999987 0.12016500000000001 -0.083359999999999976 -1.0000000180025095e-35 -0.021474999999999998 0.089200000000000015 -0.059629999999999996 0.086450000000000013 0.091840000000000019 -0.069944999999999993 0.13524500000000003 0.18019500000000002 1.0000000180025095e-35 0.088785000000000017 0.079300000000000009 -0.0019149999999999998 -0.082259999999999986 0.087635000000000005 -0.082349999999999993 0.2506000000000001 -0.0084099999999999991 -0.0092949999999999994 -0.111605 -0.077809999999999976 -0.092984999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 7 -6 16 9 -9 -4 12 -12 13 14 -11 -15 17 20 19 -19 22 -22 24 -24 25 26 27 -1 -23 -30
right_child=1 2 3 -5 5 -7 -8 8 -10 10 11 -13 -14 15 -16 -17 -18 18 -20 -21 21 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00057840202158937861 0.0028519016905252624 -0.0022669087431859227 -0.0015628360565063883 0.0048125776284862129 0.00062988553137984134 -0.0024958816627340934 -0.00048094260040670633 -0.00075594746274873623 0.002234552276015195 -0.00043013732763938609 0.0014028095130232119 -0.0024810136106680151 -0.0010364539614370601 0.0014128413556715137 0.0025378858025620174 -0.0018342354515334593 0.00031236916816291903 0.0058276146129869373 0.0013364222461702945 0.0019939794573777666 0.004409268724867293 -0.00072895417673862544 0.0020299070188775658 0.006659321842269729 -0.00031643404879353262 0.0036859947538003326 -0.00046551124567031368 0.0025992984189405015 0.00027960679937677924 0.0021793763914699192
leaf_weight=39 122 20 22 21 100 31 20 20 246 25 21 20 22 44 149 20 26 51 29 24 31 20 20 23 22 125 24 1195 40 549
leaf_count=39 122 20 22 21 100 31 20 20 246 25 21 20 22 44 149 20 26 51 29 24 31 20 20 23 22 125 24 1195 40 549
internal_value=0 0.0014036 0.00117142 0.00126422 0.00116073 -0.0001098 0.00244736 0.00144331 0.0020097 0.000976861 0.00116249 -0.000491738 0.00142335 0.00165072 0.00211145 0.00039813 0.00247376 0.0024994 0.00369058 0.00460085 0.00244007 0.00207777 0.00260021 0.00450611 0.00254188 0.00258734 0.00247818 0.00253543 0.00195909 0.00205036
internal_weight=0 883 761 741 720 131 2238 589 266 323 301 41 260 238 174 64 2218 2192 104 75 2088 640 1448 43 1405 1383 1258 1234 609 589
internal_count=3121 883 761 741 720 131 2238 589 266 323 301 41 260 238 174 64 2218 2192 104 75 2088 640 1448 43 1405 1383 1258 1234 609 589
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=31
num_cat=0
split_feature=4 1 1375 1186 1456 376 12 150 149 1185 150 2 2 1446 160 133 13 41 41 1212 1213 49 39 4 43 3 16 3 12 1211
split_gain=0.0564708 0.0225003 0.0283312 0.0272807 0.0196685 0.0181097 0.0181655 0.0158641 0.0148074 0.0134164 0.0151057 0.0230992 0.0290586 0.0171607 0.0170744 0.0215459 0.0145654 0.0131642 0.0292677 0.0141992 0.0168807 0.0130364 0.012611 0.022402 0.0197124 0.0384695 0.0238041 0.0129448 0.0138204 0.0226599
threshold=0.40124500000000002 0.088340000000000016 -0.27302499999999996 0.060550000000000007 -0.083354999999999999 0.083785000000000012 -0.090609999999999982 -0.099594999999999975 0.07770500000000001 1.0000000180025095e-35 0.083095000000000016 0.086950000000000013 0.093840000000000021 0.11483500000000001 -0.081969999999999987 0.085760000000000017 -0.085034999999999986 0.075585000000000013 0.079300000000000009 0.11796000000000001 0.12439000000000001 -0.046019999999999998 0.10076500000000001 -0.49405499999999997 -0.50216499999999986 -0.11255999999999998 -0.086989999999999984 0.099930000000000005 0.087695000000000009 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 7 -7 -6 21 10 13 -12 14 17 16 -16 -13 19 -19 22 -21 -2 23 -1 -25 26 -26 28 29 -27
right_child=8 2 3 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0041322685594563013 -0.0013945600857506648 -0.0020478066836949436 0.0043164714998114974 -0.0018046593537465448 -0.00074797258289022877 0.0024581514692936955 -0.00077914846143147985 0.001976446964593682 0.0031127628536247042 0.0035368139520330633 0.0062745805186707349 -0.0013660965789486432 0.0060582450219607425 -0.00023314418426404398 0.0012990160965947089 0.0054169577706488781 0.0021453887198327319 0.006624821725944501 0.002361175967835943 0.0020796871529420551 0.0058434079348279001 0.00071537430239214492 -0.00026612081338478911 0.0042658422283191038 0.0021929659201123286 0.002334462085526024 -0.0020890392388242321 -0.00033875557551668448 0.0018099978437539008 0.0054108763076364998
leaf_weight=52 33 20 31 21 22 26 52 750 23 81 21 21 21 30 27 24 27 21 69 26 22 260 23 38 20 566 37 22 710 25
leaf_count=52 33 20 31 21 22 26 52 750 23 81 21 21 21 30 27 24 27 21 69 26 22 260 23 38 20 566 37 22 710 25
internal_value=0 0.00207962 0.00167487 0.00175742 0.00184232 0.00175209 0.000299952 0.00189881 0.000669527 0.00227781 0.00222122 0.00321494 0.00267951 0.00213686 0.00196281 0.00323687 0.000609114 0.00218045 0.00335603 0.00211179 0.00380473 0.000477737 0.00205737 0.00209372 0.00201896 0.00195709 -0.000586581 0.00206668 0.00210736 0.0024646
internal_weight=0 2805 922 902 881 850 78 772 316 1883 1802 141 120 1661 99 51 48 1631 90 1541 48 293 1493 1470 1418 1380 57 1323 1301 591
internal_count=3121 2805 922 902 881 850 78 772 316 1883 1802 141 120 1661 99 51 48 1631 90 1541 48 293 1493 1470 1418 1380 57 1323 1301 591
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 0 1 2 2 4 15 4 0 4 15 16 47 14 157 1 16 13 50 4 1 51
split_gain=5.55218 0.944267 0.6335 0.533026 0.348429 0.31862 0.246684 0.199719 0.173455 0.160821 0.147308 0.146346 0.111601 0.114433 0.110537 0.101844 0.0845231 0.0693999 0.0846533 0.0666564 0.0604017 0.0588267 0.0576298 0.0682916 0.0568187 0.0493585 0.0478305 0.0409343 0.0397706 0.0398697
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.062655000000000016 0.033845000000000007 0.13082500000000002 -0.11173999999999999 0.09253500000000002 0.11474000000000002 0.14753000000000002 0.27834500000000006 -0.10469999999999999 0.27834500000000006 -0.076899999999999982 -0.49013999999999996 0.050935000000000008 -0.10850999999999998 0.090100000000000013 -0.23083499999999998 0.00087500000000000013 0.080270000000000022 -0.039889999999999988 -0.0062949999999999994 0.083640000000000006 -0.0070899999999999991 0.11669000000000002 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 7 9 12 14 -5 27 13 -4 -1 19 -11 26 22 -9 21 -3 23 -19 -16 -15 -18 -6 29 -23
right_child=1 2 8 10 11 -7 -8 15 -10 16 -12 -13 -14 25 24 -17 17 18 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050759034340872478 0.00045877455054206621 0.00030463721428290052 0.00026033613427916505 0.00041122053467347412 0.00048769756719685978 0.00029952967603343961 0.00056523736818484005 0.00044718576130199969 0.00028255248983219367 0.00047641685059204961 0.0002501556627950516 0.00024337218983062342 8.2250379720912246e-05 0.00011478145705129361 0.00029381349422468378 0.00028077306669145661 0.00046987036245612349 0.00040280963951431413 0.00045776450167926014 0.00038494833602808928 0.0003195323127493997 0.00014695684717712449 0.00047327837103283872 0.00028834583128199855 0.00041356011054149885 0.00020970228918585458 0.00057271747083779696 0.00038994277416249236 0.00014803206026705237 0.00024163173319339805
leaf_weight=20 76 33 40 34 23 48 84 149 37 1316 61 24 87 85 39 22 101 101 233 119 33 20 32 25 25 28 21 58 29 118
leaf_count=20 76 33 40 34 23 48 84 149 37 1316 61 24 87 85 39 22 101 101 233 119 33 20 32 25 25 28 21 58 29 118
internal_value=0 0.000252584 0.000227103 0.000451773 0.000284074 0.000457631 0.000460949 0.000456973 0.000157588 0.000464242 0.0003078 0.000377854 0.000138322 0.000170206 0.000380352 0.000409023 0.000468095 0.000446745 0.000434006 0.00041955 0.000241812 0.000228988 0.00039897 0.000380099 0.00034059 0.000138302 0.000487574 0.0004177 0.00021404 0.000227911
internal_weight=0 691 615 2430 338 2335 2287 2203 277 1913 95 105 240 153 84 290 1829 513 391 268 233 200 158 126 64 113 122 81 167 138
internal_count=3121 691 615 2430 338 2335 2287 2203 277 1913 95 105 240 153 84 290 1829 513 391 268 233 200 158 126 64 113 122 81 167 138
is_linear=0
shrinkage=0.00196078


Tree=9681
num_leaves=31
num_cat=0
split_feature=1 2 48 16 52 15 2 43 3 13 1 49 42 14 124 158 158 1456 52 3 3 0 11 2 15 14 12 156 42 49
split_gain=0.0648471 0.0198998 0.0149797 0.0132983 0.0239613 0.0159762 0.0157935 0.0132785 0.0127248 0.0192084 0.012461 0.0172481 0.0161226 0.0124584 0.0121645 0.0119552 0.0259035 0.0163004 0.0118265 0.0111309 0.0132457 0.0107722 0.0106722 0.0144043 0.0173887 0.0106199 0.010485 0.0102547 0.0208473 0.0102291
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.40020000000000006 0.024145000000000003 -0.07490999999999999 0.13404500000000005 0.10366000000000002 0.30112000000000005 -0.47860499999999995 0.10508500000000001 0.096185000000000007 0.085465000000000013 0.076175000000000007 -0.083859999999999976 0.11817500000000002 0.11174500000000002 -1.0000000180025095e-35 -0.087769999999999987 0.076840000000000006 -0.0025099999999999996 -0.071924999999999989 0.090070000000000025 0.11018500000000002 -0.043924999999999992 -0.41076499999999994 -0.26532499999999998 0.085790000000000019 0.085225000000000009 0.13014500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 7 -5 -6 10 19 26 11 12 -3 14 18 16 -16 -17 -1 20 25 -20 23 -7 -25 -2 -10 28 -15 -21
right_child=8 2 -4 5 6 22 -8 -9 9 -11 -12 -13 -14 27 15 17 -18 -19 21 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0028453022796803944 0.0032977814453520947 -0.00046456723968098549 -0.00095415560528635992 0.005028904398457836 0.0028469907915770858 0.0032271065399982037 2.899311290567984e-05 0.0031938653254959116 0.0024366254354110705 -0.0019237504645179097 0.0013416700376402456 -0.0021722487065587836 0.0025461522248123999 0.0013292785184199198 0.0023752584206796473 0.0061158800835255534 -0.0012422413223248442 0.0024049431310388548 0.001371082373225363 0.0037409804729187663 -0.0008781036699043685 -0.0015873623988591136 0.0036908124508853585 0.0019376692585259055 -0.0014064197286801495 0.0008715172956954121 -0.00030703936858723566 0.0054784709188554978 0.0049320059732116499 0.00092754800765154275
leaf_weight=26 21 46 20 23 147 40 23 24 26 39 141 29 29 36 1925 20 20 29 32 28 38 20 36 48 23 128 30 21 29 24
leaf_count=26 21 46 20 23 147 40 23 24 26 39 141 29 29 36 1925 20 20 29 32 28 38 20 36 48 23 128 30 21 29 24
internal_value=0 0.00223369 0.00173875 0.00182718 0.00153639 0.00257811 0.00246573 0.000949076 0.000759171 -0.000219844 0.000729178 -0.00010122 0.000699578 0.00237795 0.002329 0.00237693 0.00233806 0.00391961 0.00110391 0.00114832 0.000788448 0.000233219 0.00219465 0.00170941 0.000854373 0.00121347 0.000966805 0.00355733 0.00293665 0.00244247
internal_weight=0 2787 629 609 439 170 170 269 334 95 245 104 75 2158 2072 1994 1945 49 78 239 187 52 147 111 71 149 56 86 65 52
internal_count=3121 2787 629 609 439 170 170 269 334 95 245 104 75 2158 2072 1994 1945 49 78 239 187 52 147 111 71 149 56 86 65 52
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=31
num_cat=0
split_feature=1 1 400 12 150 132 42 159 13 1 131 133 1212 1213 15 1 3 3 150 51 3 4 1185 482 34 2 2 12 4 15
split_gain=0.0525262 0.0165975 0.0240111 0.0200263 0.0164569 0.0155123 0.0212802 0.0155533 0.0141154 0.012918 0.0121636 0.0135605 0.0219762 0.0133398 0.0188646 0.0313884 0.0116751 0.0347774 0.0139567 0.0152445 0.0116428 0.0115373 0.0113948 0.0108831 0.0128588 0.015771 0.012409 0.0117844 0.014305 0.0132679
threshold=0.12000500000000001 0.088340000000000016 -0.077734999999999985 0.086565000000000017 0.12416000000000001 0.090440000000000006 -0.0060199999999999993 0.10407500000000001 -0.0044799999999999987 0.09697500000000002 0.11767000000000001 0.51314000000000015 0.091685000000000016 -0.082704999999999987 0.09006500000000002 0.09253500000000002 -0.082794999999999994 -0.083654999999999993 0.088985000000000009 -0.047599999999999996 0.63141500000000017 -0.052259999999999994 0.085905000000000009 0.090355000000000005 -0.038779999999999995 0.116525 -0.15339499999999998 -0.081419999999999979 -0.059649999999999988 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 4 5 6 -4 8 9 -8 11 12 13 -5 16 -16 17 18 19 -15 23 -17 -1 24 -2 26 -26 -27 -29 -30
right_child=20 2 3 10 -6 -7 7 -9 -10 -11 -12 -13 -14 14 15 21 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=0.0021314558962261319 -0.0011233302106016449 -0.0010775292930174469 0.004362718414515257 0.0045592948264675213 -0.0014832440541968459 -0.0011873078807680445 -0.0013059800081078501 0.0036896601979746128 0.0017843814539047322 0.00093637806928419543 0.0044463586467115776 -8.3882704644498452e-05 0.0051030204959679401 0.0014406444476965895 -0.0014830273892491674 0.0011625741406245842 0.0015713095898314826 0.0066850035351568044 0.00012379040526866447 0.0038061645806818784 -0.0014878095259242084 0.0041298532221117059 0.0034499349999618173 0.0028894648246932777 -0.00017423477838747204 0.0017712631446937491 0.0026641732674272762 0.0020925928109689902 -9.3404450188567742e-05 -0.0029767046915367247
leaf_weight=1818 35 31 25 20 21 22 33 26 164 116 23 27 25 48 39 38 115 21 24 63 23 20 68 24 20 43 67 23 79 20
leaf_count=1818 35 31 25 20 21 22 33 26 164 116 23 27 25 48 39 38 115 21 24 63 23 20 68 24 20 43 67 23 79 20
internal_value=0 0.00201032 0.00165725 0.0017547 0.00124298 0.00139129 0.00154714 0.00133951 0.00114428 0.000439748 0.00220453 0.00208734 0.00222928 0.00204412 0.00190743 0.000710689 0.00233578 0.00289933 0.00231045 0.00278324 0.000683254 0.00218577 0.00217899 0.000843815 0.00067275 0.000922206 0.00201167 0.000347763 -0.000153962 -0.000675889
internal_weight=0 2787 901 870 407 386 364 339 313 149 463 440 413 388 368 97 271 156 135 111 334 58 1886 311 287 252 87 165 122 99
internal_count=3121 2787 901 870 407 386 364 339 313 149 463 440 413 388 368 97 271 156 135 111 334 58 1886 311 287 252 87 165 122 99
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 11 2 2 4 2 3 1 457 15 11 47 123 14 0 14 41 16 1 0 3 43 160
split_gain=7.4363 1.22326 0.734055 0.674928 0.409952 0.349383 0.316176 0.259973 0.223726 0.227136 0.19931 0.198268 0.177051 0.111002 0.100126 0.132771 0.0986417 0.0966359 0.0877648 0.0748517 0.0683318 0.0700979 0.0664054 0.0648953 0.0642043 0.0641028 0.0576058 0.0573585 0.0694021 0.055622
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.13501500000000002 0.36766000000000004 0.09253500000000002 1.0000000180025095e-35 0.089775000000000008 0.17025000000000004 0.42051500000000003 0.11474000000000002 0.30112000000000005 0.088975000000000012 0.080930000000000016 -1.0000000180025095e-35 0.078340000000000007 0.090100000000000013 0.088205000000000019 -0.23083499999999998 -0.15350499999999997 0.080160000000000023 0.077565000000000009 0.27252000000000004 0.087135000000000004 -0.092759999999999995 -0.11171999999999999 0.016310000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 18 6 8 16 9 25 11 13 -6 19 24 -16 -1 -10 20 -4 -3 -22 23 -19 27 -5 -27 28 -11 -13
right_child=1 2 10 5 12 -7 -8 -9 17 14 -12 29 -14 -15 15 -17 -18 22 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00052560293313228717 0.00054286421662172338 0.00035531241105071808 0.00036211078944192694 0.00056554711286993737 0.00048349262961061486 0.00035636278891035993 0.00032425607857750912 0.00031548746161239076 0.00071976843417859539 0.00053211417280478414 8.9690867690883516e-05 0.00023155407924286227 0.0002906120628775919 0.00018363388206541926 0.00050542852037378273 0.00031660821823379997 0.0003702524113145104 0.00060202451994995662 0.0003805624483794027 0.00022203443669508596 0.00032956085341060104 0.00023222140724251541 0.00067571385727692814 0.00048311943926063238 0.00047917624383956821 0.0004726637198048241 0.00054458886610347392 0.00053455415308729514 0.00037571958759251761 0.00013909790445442501
leaf_weight=55 71 31 55 922 77 39 25 69 30 24 54 36 24 30 41 22 22 60 33 20 37 123 29 25 118 49 339 559 20 82
leaf_count=55 71 31 55 922 77 39 25 69 30 24 54 36 24 30 41 22 22 60 33 20 37 123 29 25 118 49 339 559 20 82
internal_value=0 0.000299448 0.000270739 0.000532172 0.00033395 0.000540371 0.000543543 0.000402893 0.000545992 0.000540851 0.000196574 0.000222456 0.00043766 0.000284436 0.000514454 0.000439491 0.000481217 0.000620751 0.000287189 0.000324757 0.000271056 0.000254731 0.000594694 0.000567052 0.000521004 0.000556649 0.000535506 0.000529189 0.000461026 0.000167305
internal_weight=0 673 602 2448 325 2302 2263 146 2238 2094 277 223 101 105 784 63 77 144 224 75 191 160 114 85 721 1310 388 603 44 118
internal_count=3121 673 602 2448 325 2302 2263 146 2238 2094 277 223 101 105 784 63 77 144 224 75 191 160 114 85 721 1310 388 603 44 118
is_linear=0
shrinkage=0.00196078


Tree=9684
num_leaves=31
num_cat=0
split_feature=4 3 9 123 3 44 48 10 4 42 0 0 160 160 0 13 16 0 12 159 49 15 150 159 52 42 1456 51 1456 4
split_gain=0.0626553 0.0205675 0.019919 0.0174554 0.015793 0.0150273 0.0145758 0.012955 0.0112757 0.0125721 0.0177662 0.0172775 0.0152535 0.0241296 0.01329 0.0309034 0.0235025 0.0234067 0.019104 0.0161026 0.0141274 0.0135625 0.0211418 0.0124657 0.0175382 0.021486 0.0167936 0.0147299 0.0152319 0.0138589
threshold=0.26450500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.63141500000000017 0.081805000000000017 0.14871000000000004 -0.15282499999999996 -0.073934999999999987 0.11688500000000002 -0.019414999999999998 -0.055064999999999996 -0.54913999999999985 -0.53327999999999987 -0.10474999999999998 -0.14179999999999995 -0.059624999999999991 -0.14649999999999996 0.086505000000000012 0.13685500000000003 0.0043850000000000009 -0.083359999999999976 0.084335000000000007 -0.085489999999999997 0.11277500000000001 0.087195000000000009 0.088395000000000015 -0.18912999999999996 0.061930000000000006 -0.07533999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 8 -2 23 10 12 -11 -10 -14 15 -15 18 20 21 -16 -18 22 -17 -4 26 -26 27 -25 29 -29
right_child=4 -3 5 -5 -6 -7 -8 -9 9 11 -12 -13 13 14 19 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0017976398029449312 -0.00094745064697538805 0.00059566628638406177 0.0043053400865755978 0.0020645408574491739 -0.0018404367030598224 0.0043079027005373258 -0.00038443845929577949 0.001220347643850212 0.0044206144797499297 -0.00017129955463757391 -0.00048153296035404012 0.0029570891728831665 -0.00080532265397218568 0.0051278934856368742 0.0023579145762452052 0.0039901056025851648 0.0022191627297359399 -0.0023669382621502055 -2.4305615030849974e-05 0.0050319813252629152 -0.00099794417883025568 0.0048671665955334906 0.0001716595689027474 0.005289088535521712 -0.0013160854125789439 0.0024790081514843871 -0.00025797865469940007 0.0024919309876123884 0.005340589918196202 0.0051538261850146228
leaf_weight=22 30 73 40 25 20 38 20 340 32 51 24 27 26 22 1077 29 39 29 30 23 21 25 29 21 26 35 20 887 20 20
leaf_count=22 30 73 40 25 20 38 20 340 32 51 24 27 26 22 1077 29 39 29 30 23 21 25 29 21 26 35 20 887 20 20
internal_value=0 0.00225161 0.00229709 0.000256712 0.000896631 0.00233382 0.00230466 0.00104458 0.00232573 0.00214736 0.00221592 0.000911604 0.00226276 0.00221161 0.00227086 0.00156877 0.00118114 -3.42774e-05 0.00213842 0.00241383 0.00109318 0.00292012 0.00208088 0.00257334 0.00250602 0.000861427 0.00260965 0.00267015 0.00261082 0.00255063
internal_weight=0 2731 2658 47 390 2611 2573 370 2553 1484 1406 78 1382 1350 1324 224 202 89 113 1100 60 83 58 1069 1029 61 968 948 927 907
internal_count=3121 2731 2658 47 390 2611 2573 370 2553 1484 1406 78 1382 1350 1324 224 202 89 113 1100 60 83 58 1069 1029 61 968 948 927 907
is_linear=0
shrinkage=0.1


Tree=9685
num_leaves=31
num_cat=0
split_feature=1 2 4 3 42 3 43 52 52 16 2 16 151 1 1 14 400 0 1420 11 2 1429 43 3 403 133 3 151 1427 50
split_gain=0.0510461 0.0170744 0.0129073 0.011618 0.0169387 0.0149866 0.0121717 0.0112788 0.0132241 0.0250997 0.0145699 0.0125075 0.0117974 0.0107661 0.0106682 0.0106167 0.0106426 0.0115479 0.019733 0.0224453 0.0167229 0.0164954 0.0136355 0.0161139 0.0175065 0.0274663 0.0135916 0.011984 0.0119799 0.0162452
threshold=0.12000500000000001 0.10252500000000002 -0.42529999999999996 -0.096099999999999977 0.081660000000000024 -0.074479999999999977 -0.085474999999999982 0.047850000000000011 -1.0000000180025095e-35 -0.36241499999999999 0.11747 -0.080509999999999984 -0.030624999999999996 0.096125000000000016 0.16773500000000005 0.076175000000000007 1.0000000180025095e-35 -0.076579999999999995 -0.078304999999999986 0.079300000000000009 -0.0091949999999999983 0.087865000000000013 -0.14035499999999998 -0.080884999999999985 -0.53960999999999981 0.0033250000000000003 -0.014944999999999998 0.095500000000000015 0.088585000000000011 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 6 -5 -4 8 10 12 13 -9 -10 -7 -2 16 17 21 -19 20 26 27 -22 24 -24 -26 -20 28 29 -1
right_child=14 2 3 5 -6 7 -8 11 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023473934768711274 0.00085952319325410375 0.0026714224308818121 0.00074393800071751077 0.0025410359055628869 0.0020130347193437902 -0.0011019496625522152 -0.002379038036675551 0.0032116975597055704 -4.4402871521767873e-05 -0.0021104361679455319 0.0028977169275648247 0.0010648578020005391 0.0029883124663130098 0.0013524104171769328 -0.001372374826029915 0.0032364108015615276 0.0034380119663245719 0.0045251861802005971 0.0013280665664228075 -0.0016563277141275732 0.0039668961704090429 0.00013127088528371562 0.0028074135600036246 0.002287193281533647 0.0012703767267712317 -0.0025127497060956168 -0.0018386460162456268 0.00032525717165299284 0.0046526407468177027 0.0011562940183561295
leaf_weight=1364 311 89 24 118 34 24 26 51 29 37 46 58 23 70 23 86 58 22 33 22 29 38 32 184 61 28 23 32 21 125
leaf_count=1364 311 89 24 118 34 24 26 51 29 37 46 58 23 70 23 86 58 22 33 22 29 38 32 184 61 28 23 32 21 125
internal_value=0 0.00201407 0.0015556 0.0013717 0.000290985 0.00157078 -0.00088001 0.00123205 0.000833512 -0.00011958 0.00143941 0.00206934 0.00129699 0.000725765 0.00070583 0.0021477 0.00210251 0.00206405 0.00160716 0.00145135 0.00162665 0.00218955 0.00189478 0.00169776 0.000801432 8.01796e-05 2.74525e-05 0.00224027 0.00228085 0.0022474
internal_weight=0 2787 629 540 84 456 50 338 229 89 140 109 52 94 334 2158 2072 2014 434 412 390 1580 334 305 121 89 56 1542 1510 1489
internal_count=3121 2787 629 540 84 456 50 338 229 89 140 109 52 94 334 2158 2072 2014 434 412 390 1580 334 305 121 89 56 1542 1510 1489
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 14 47 1 2 1 1 0 457 49 16 4 1 2 12 159 150 2 4 52 47 0 0 133 47
split_gain=9.02681 1.42383 0.795888 0.725398 0.55416 0.520872 0.383225 0.274649 0.23647 0.230538 0.161634 0.159004 0.136233 0.128337 0.127312 0.120718 0.119686 0.0828079 0.0760524 0.0748872 0.0733583 0.078044 0.0769912 0.0703649 0.0692462 0.0631771 0.0611792 0.0570425 0.055148 0.0533245
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.10045500000000002 0.062655000000000016 0.085505000000000012 0.09253500000000002 0.14122000000000004 0.16175000000000003 0.089770000000000016 -0.095504999999999993 0.080930000000000016 -0.054984999999999992 -0.042349999999999992 -0.55119499999999988 0.13075500000000004 0.092365000000000017 0.085885000000000017 0.082585000000000006 1.0000000180025095e-35 0.11237500000000002 0.053180000000000012 0.056145000000000007 0.08265500000000002 -0.010949999999999998 0.14486500000000005 -1.0000000180025095e-35 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 20 6 11 10 -4 13 24 16 25 23 -2 -9 -1 28 -18 -14 21 22 -3 27 -6 -13 -11 -7 -5 -16
right_child=1 4 8 17 7 9 -8 15 -10 26 -12 12 19 -15 29 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074599635606356065 0.00039893298299517881 0.00047216507186200103 0.00053632304721190713 0.00026418821115890075 0.00016712399084347533 0.00057365888054478867 0.00073347683227603688 0.00025307966242296524 0.00033341727598949718 0.0004587882428832637 2.1285473131665997e-05 0.0004076939066760077 0.00046622491991885783 0.00038621812998362837 0.00060097624505589824 0.00042281525051282126 0.00060705182498385309 0.00020603747351522698 0.00057118924765088477 0.00058330550072664873 0.00027371267213844631 0.00031885183555668969 0.00033665367103869614 0.00050667794520630643 0.00025426552179869778 0.00053875675568213822 0.00030725813822309468 0.00046937620323715787 0.00038754620077040421 0.00051858111348732441
leaf_weight=22 23 40 34 22 138 242 79 49 63 21 25 31 23 20 58 24 1209 24 280 242 38 57 27 114 47 26 20 22 38 63
leaf_count=22 23 40 34 22 138 242 79 49 63 21 25 31 23 20 58 24 1209 24 280 242 38 57 27 114 47 26 20 22 38 63
internal_value=0 0.000322188 0.000578596 0.000448186 0.000257632 0.000585777 0.000599762 0.00020528 0.000404539 0.000524868 0.000169265 0.000593999 0.000554439 0.00053929 0.000532658 0.000308883 0.000602429 0.000303379 0.000600308 0.000573144 0.000349086 0.000372184 0.000417556 0.000547389 0.000189263 0.000467477 0.000384871 0.000564969 0.000342315 0.000558076
internal_weight=0 673 2448 228 445 2351 1912 283 97 439 210 1833 322 398 144 73 1511 84 1489 265 162 124 67 378 185 57 41 264 60 121
internal_count=3121 673 2448 228 445 2351 1912 283 97 439 210 1833 322 398 144 73 1511 84 1489 265 162 124 67 378 185 57 41 264 60 121
is_linear=0
shrinkage=0.00196078


Tree=9687
num_leaves=31
num_cat=0
split_feature=4 2 1 1213 12 16 47 0 51 48 48 0 50 1 149 52 48 1 0 12 2 3 1 52 14 3 2 3 42 1212
split_gain=0.0636794 0.0274435 0.0199387 0.0281513 0.0212073 0.0164993 0.0185981 0.0256368 0.0177619 0.0163103 0.0278657 0.0420268 0.0144085 0.015583 0.0135276 0.0134933 0.0133353 0.0171133 0.0145484 0.0185177 0.0121302 0.0117923 0.0255222 0.0592967 0.0187064 0.0136017 0.0117899 0.0115536 0.0103015 0.0116436
threshold=0.40124500000000002 0.17025000000000004 0.089770000000000016 0.0036000000000000003 0.085055000000000006 0.51990500000000017 0.096300000000000011 -0.062294999999999996 0.078435000000000019 0.083180000000000018 -0.065224999999999991 -0.11013499999999998 0.089465000000000017 0.09202500000000001 0.07770500000000001 -0.090859999999999982 0.090885000000000007 0.091900000000000023 -0.082844999999999988 0.091085000000000013 0.25063000000000007 -0.14186499999999996 0.081670000000000006 0.096795000000000006 0.078320000000000015 -0.12018999999999998 -0.0091949999999999983 0.10732000000000001 0.11551500000000002 0.11796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 5 6 9 8 -8 10 -4 -12 16 -14 20 -11 17 -6 -19 -20 -2 22 23 24 -1 -23 -13 28 29 -27
right_child=14 -3 3 -5 12 -7 7 -9 -10 15 11 26 13 -15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0054178166565543515 0.00076961420293498257 -0.00046706739441207092 0.0021643094112499595 -0.0015536768895918099 -0.00015958443400450052 0.0038597284565464809 0.0058724383069202303 -1.7496429221785589e-05 0.0019274635883491664 0.0033783305699216729 -0.0042996725934143698 -0.001033200355595909 0.0050420139279020466 0.002656458401780787 0.0031140463123017032 0.0010631279414371681 0.0042832710836082704 0.00063806235593801832 0.0054661052052688321 0.0022398028708018234 -0.0017817395972087981 0.00055063741257120114 0.0058656896988395603 -0.0019133102836680006 0.0017874554545745593 0.0025094257493364792 0.0020129544320904341 0.00032758089876733725 0.0015504841040179067 0.0041227794059997668
leaf_weight=40 273 36 39 23 36 26 25 23 21 32 27 24 38 98 23 118 25 48 20 161 20 38 32 22 22 1624 27 25 109 46
leaf_count=40 273 36 39 23 36 26 25 23 21 32 27 24 38 98 23 118 25 48 20 161 20 38 32 22 22 1624 27 25 109 46
internal_value=0 0.00227617 0.00231183 0.00189489 0.00199554 0.00143277 0.00124497 0.00270848 0.00407147 0.000866762 -1.82063e-05 -0.00110946 0.00247376 0.00332301 0.000778775 0.00155704 0.0020755 0.00186722 0.00218584 0.0025963 0.00059546 0.00248453 0.00346246 0.00254695 0.00412962 0.00242295 0.00057947 0.00246239 0.00249239 0.00255387
internal_weight=0 2805 2769 811 788 362 336 69 46 267 117 78 426 136 316 150 290 265 229 181 293 1958 116 84 62 1842 51 1804 1779 1670
internal_count=3121 2805 2769 811 788 362 336 69 46 267 117 78 426 136 316 150 290 265 229 181 293 1958 116 84 62 1842 51 1804 1779 1670
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=31
num_cat=0
split_feature=1 2 48 123 10 2 10 12 2 14 12 39 49 151 457 151 483 50 49 133 149 3 3 474 49 52 12 2 43 1444
split_gain=0.0519321 0.0169182 0.0131292 0.0115223 0.0113052 0.0176477 0.0173727 0.0145029 0.020267 0.0108066 0.0106793 0.00996445 0.00992121 0.0155938 0.0190236 0.0178766 0.0167302 0.0151393 0.0201093 0.0249461 0.0145557 0.0164374 0.0155442 0.0135596 0.0156088 0.0207353 0.0126944 0.012493 0.0120611 0.0235764
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 1.0000000180025095e-35 0.116525 -1.0000000180025095e-35 -0.42850999999999995 0.31358000000000003 0.076175000000000007 -0.083994999999999986 0.098220000000000016 -0.008964999999999999 -0.083294999999999994 -0.080669999999999978 -0.0064299999999999991 -0.096724999999999992 0.11198000000000001 -0.069799999999999987 0.086990000000000012 0.079625000000000015 -0.084319999999999992 -0.014944999999999998 0.083855000000000013 0.11560500000000001 -0.083374999999999991 0.084535000000000013 0.08839000000000001 -0.51144999999999985 -0.081774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 6 -2 -7 11 12 -5 -9 17 14 -14 -15 27 18 19 20 21 26 -23 24 25 -16 -1 -17 -18 -30
right_child=4 2 -4 10 -6 7 -8 8 -10 -11 -12 -13 13 15 23 16 28 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026176383113488558 0.00025485149491225566 0.0018195241154588954 -0.00092412888072431094 -0.00071928118971603303 -0.00074060506500649766 0.0029768372606486081 0.0031114080088324655 0.0010802926397479845 -0.0026326136004923765 0.003284742151655062 0.0021182915894314646 -0.00067966278925861998 0.0058664023352321239 -0.00014676090784522593 0.0024157665320672095 0.0026386656861107512 -0.00029099714010953902 0.0042407999519214392 0.00050357257160840165 0.000172119163228975 0.0051779098597101196 0.0053623130199412124 0.002256025031342038 0.00071806088928133257 0.0015452563488976851 0.006969365041004494 -0.00086337011843253008 0.0059630507102701813 0.0049103532392050959 0.0021241010104690885
leaf_weight=20 33 552 20 36 45 20 60 107 23 86 21 46 24 33 20 26 20 21 128 48 22 24 49 25 26 20 22 20 31 1493
leaf_count=20 33 552 20 36 45 20 60 107 23 86 21 46 24 33 20 26 20 21 128 48 22 24 49 25 26 20 22 20 31 1493
internal_value=0 0.00205332 0.00159696 0.00167975 0.000733775 0.00096335 0.00209779 0.000425069 0.000135095 0.00218633 0.00032614 0.000551156 0.00214074 0.00223667 0.00336195 0.00215694 0.00220475 0.00164158 0.0014672 0.00213392 0.00282127 0.00237043 0.00327727 0.00270144 0.00345272 0.00469257 0.000794253 0.00408405 0.00214876 0.00218078
internal_weight=0 2787 629 609 334 289 93 196 176 2158 57 153 2072 1738 115 1623 1590 334 313 185 137 115 73 91 66 40 42 46 1544 1524
internal_count=3121 2787 629 609 334 289 93 196 176 2158 57 153 2072 1738 115 1623 1590 334 313 185 137 115 73 91 66 40 42 46 1544 1524
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 2 2 1 2 0 49 4 4 150 1 0 47 4 4 34 3 160 15 52 1 14 1
split_gain=11.3684 1.81585 1.07349 0.89209 0.668309 0.599222 0.342829 0.318116 0.299994 0.265019 0.255747 0.248549 0.172419 0.227864 0.173459 0.170713 0.16997 0.16775 0.103525 0.100307 0.092819 0.0736959 0.0652727 0.0651906 0.0625371 0.0592212 0.057986 0.0554398 0.0532814 0.0510343
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.14122000000000004 0.10672500000000001 0.09253500000000002 0.14838000000000004 -0.10607499999999999 0.082865000000000008 0.033845000000000007 0.27834500000000006 1.0000000180025095e-35 0.083135000000000014 -0.079119999999999982 0.090100000000000013 -0.55119499999999988 0.018150000000000003 -1.0000000180025095e-35 -0.12711499999999995 -1.0000000180025095e-35 -0.043924999999999992 -0.057699999999999994 0.11588000000000001 -0.23083499999999998 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 7 11 12 16 27 -5 15 13 17 18 26 21 -1 -14 28 -20 -7 -17 -22 -24 -19 -4 -6 -3 -13
right_child=1 2 6 10 9 8 -8 -9 -10 -11 -12 29 14 -15 -16 22 -18 25 20 -21 23 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062427517705648447 0.00062919656106432114 0.00037153596311788778 0.0002602476347237825 0.00057314671232282352 0.00061778805857779927 0.00061154283634390512 0.00038364255671534013 0.00076480318340719057 0.00040294653805091242 0.00034432552170519736 0.00036213270069986644 0.0001227858884573398 0.0006576572664446274 0.00070926255844776926 0.00056009784234903207 0.00012194976632044073 0.00042889425084644152 0.00050891437426841451 0.00074310122345211361 0.00041420458374955579 0.0005341695808395952 0.00055453054502564649 0.00031251413269398038 0.00062272537976840018 0.00018704394598430184 0.00038522490949341746 0.00040777024425108361 0.00050921670990690046 0.00028271949173822399 1.1171421417001247e-05
leaf_weight=44 71 31 20 34 40 231 37 79 41 28 63 63 1168 36 91 38 27 46 23 33 35 140 21 368 56 22 21 33 160 21
leaf_count=44 71 31 20 34 40 231 37 79 41 28 63 63 1168 36 91 38 27 46 23 33 35 140 21 368 56 22 21 33 160 21
internal_value=0 0.000332623 0.000297646 0.000620372 0.000374087 0.000627976 0.000207958 0.000642975 0.000562646 0.000506503 0.000436096 0.000180873 0.000637725 0.000573558 0.000643361 0.000227176 0.000579098 0.000529939 0.000648114 0.000314382 0.000621949 0.000590029 0.000188447 0.000615034 0.000221263 0.000468897 0.000335808 0.000568708 0.000297135 9.48823e-05
internal_weight=0 673 602 2448 325 2351 277 1912 439 101 97 240 1833 148 1685 156 398 112 1594 224 426 371 115 403 77 68 41 73 191 84
internal_count=3121 673 602 2448 325 2351 277 1912 439 101 97 240 1833 148 1685 156 398 112 1594 224 426 371 115 403 77 68 41 73 191 84
is_linear=0
shrinkage=0.00196078


Tree=9690
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 4 2 1 14 2 2 4 2 2 49 0 47 1 12 50 1 1 1 4 3 4 1 124 15 2
split_gain=10.8497 1.76056 0.927153 0.732721 0.608558 0.540279 0.392668 0.385818 0.375388 0.372013 0.271402 0.234498 0.193474 0.145175 0.145117 0.143548 0.374519 0.234671 0.152099 0.131702 0.115258 0.107251 0.104996 0.104524 0.105923 0.103997 0.0846204 0.0804437 0.0670285 0.0662498
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14753000000000002 0.36766000000000004 0.10188000000000001 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10467500000000002 -0.062539999999999984 0.13754500000000003 0.094835000000000017 -0.054984999999999992 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.087695000000000009 0.041865000000000006 0.12958500000000003 0.12408500000000001 0.13075500000000004 -0.52556499999999995 -0.13927999999999999 0.42642000000000008 0.12040000000000002 -0.082135 -0.086849999999999997 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 14 9 6 8 13 15 27 20 -12 -8 -1 -2 16 17 -4 23 29 -11 25 -5 -17 -25 -13 -16 -3 -15 -6
right_child=1 4 5 22 19 -7 12 -9 -10 10 11 21 -14 28 26 18 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00070639853541308031 0.00044620451608709262 0.00028875607269508838 0.0006477660684068102 0.00040166711866405382 0.00015866186900185376 0.00033383662155007617 0.00061336295729429993 0.00038367775987036782 0.00079765763233210954 0.00059881818995756258 0.00051719837767236372 0.00031693365869462086 0.00046360171624574323 0.00061486601391259356 0.00064121890916592553 0.00082436110459122003 0.00082947512202084382 0.00045745129057192773 0.00065070010699208147 0.00028829168566428792 0.00039911465244550333 0.00024277252979333573 0.00024857451519898438 0.00055594307437441715 0.00068835021317957058 0.00044326966255460546 0.00052338972697146401 0.00017567297045972791 0.00046927026643227504 3.3733215992600694e-05
leaf_weight=26 24 46 47 61 51 20 320 67 83 25 26 104 37 20 96 21 22 53 936 23 20 52 24 24 723 33 31 51 31 24
leaf_count=26 24 46 47 61 51 20 320 67 83 25 26 104 37 20 96 21 22 53 936 23 20 52 24 24 723 33 31 51 31 24
internal_value=0 0.000366636 0.000645084 0.000504061 0.000295357 0.000654697 0.000657529 0.000492482 0.000668691 0.000332928 0.000371589 0.000342606 0.000597841 0.000587157 0.000586033 0.000662829 0.000597856 0.000546899 0.00066748 0.00015849 0.000510061 0.000318588 0.000358441 0.000687932 0.000684096 0.000347365 0.000612457 0.0002293 0.000526367 0.000118685
internal_weight=0 691 2430 236 455 2286 2266 144 1909 357 260 215 357 77 151 1826 122 100 1704 98 45 189 85 768 747 137 127 97 51 75
internal_count=3121 691 2430 236 455 2286 2266 144 1909 357 260 215 357 77 151 1826 122 100 1704 98 45 189 85 768 747 137 127 97 51 75
is_linear=0
shrinkage=0.00196078


Tree=9691
num_leaves=31
num_cat=0
split_feature=1 1 45 155 2 2 33 10 0 131 14 43 1 484 45 3 4 48 3 4 16 16 159 49 16 1452 159 159 16 4
split_gain=0.0960464 0.0270265 0.0272618 0.0225108 0.0227937 0.0257363 0.0184505 0.0167488 0.0163343 0.0155565 0.0130375 0.0151132 0.012789 0.0130481 0.0123663 0.0126591 0.019839 0.0139365 0.011295 0.0118648 0.0111348 0.0238053 0.0269869 0.022119 0.0180631 0.0171159 0.0170774 0.0309026 0.0220476 0.0205247
threshold=0.10124500000000002 0.14262000000000002 0.10526500000000001 0.11245500000000001 0.10252500000000002 -1.0000000180025095e-35 0.08573500000000002 -0.074314999999999978 0.22582000000000002 0.093840000000000021 -0.47013499999999991 0.0041500000000000009 0.10439500000000002 -0.060519999999999997 0.081955000000000014 0.092670000000000016 -0.059649999999999988 0.016865000000000002 -0.014944999999999998 0.49041500000000005 0.042200000000000008 0.066275000000000014 -0.46048499999999998 0.12497000000000001 0.11346000000000002 0.091225000000000014 0.11484000000000001 0.082105000000000025 -0.039889999999999988 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 18 -3 14 -9 -6 12 -12 -14 15 20 -17 -18 -2 -20 25 22 -22 24 -23 26 27 29 -28 -1
right_child=1 7 -4 -5 10 -7 -8 9 -10 -11 11 -13 13 -15 -16 16 17 -19 19 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0031619997805452486 0.0017651902533705448 -0.0022195014692525466 0.0055805124284233898 0.0035812379431566423 0.0034305019412634221 0.0032719759557763269 0.003847326543340883 0.0015994955721283473 0.00014447192079387606 -0.0015785739617422225 -0.0011533248622942231 -0.0016147945838218384 -0.0011464132933178917 0.00151252808900456 0.0053741914558817043 0.0030558344219267994 -0.0015974077573489575 0.0020910459477454422 -0.0022227705375587989 0.00094650069562097398 0.003111933981036318 0.0053357138583022684 -0.00096232744179212959 0.00090039717504120575 0.002937423321323818 0.0057455777078866963 -0.00051656510793314926 0.0044627282584835748 0.0035358003191649917 0.0020506366555179869
leaf_weight=1376 45 22 20 66 22 137 22 67 20 20 23 22 20 239 22 60 21 20 21 27 29 36 37 47 246 25 29 166 25 189
leaf_count=1376 45 22 20 66 22 137 22 67 20 20 23 22 20 239 22 60 21 20 21 27 29 36 37 47 246 25 29 166 25 189
internal_value=0 0.00170496 0.00194453 0.00183161 0.00163183 0.00234608 0.00124306 0.000245557 0.0029901 0.000868905 0.00107971 0.000909586 0.00110652 0.0013072 0.00301454 0.00299203 0.00189728 0.000201838 0.000626999 -0.000440055 0.00304218 0.00256114 0.000827878 0.00290885 0.00324359 0.00314715 0.00311076 0.00316539 0.00135953 0.00302778
internal_weight=0 773 664 644 578 252 115 109 2348 87 326 304 282 259 2328 2306 101 41 93 48 2205 395 66 329 282 1810 1785 1731 54 1565
internal_count=3121 773 664 644 578 252 115 109 2348 87 326 304 282 259 2328 2306 101 41 93 48 2205 395 66 329 282 1810 1785 1731 54 1565
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 12 47 150 4 43 14 0 12 2 4 15 0 2 11 4 0 160 0 4 52 4 2 4 4
split_gain=5.73018 0.665355 0.605708 0.498301 0.345268 0.227463 0.21903 0.214199 0.165104 0.162866 0.120846 0.107026 0.101589 0.0902434 0.0784622 0.0764892 0.109489 0.0712026 0.0699837 0.0644201 0.0635427 0.0625125 0.0584443 0.0503348 0.0802725 0.0471802 0.0468531 0.056148 0.0440912 0.041398
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.40124500000000002 0.090285000000000018 0.13082500000000002 1.0000000180025095e-35 0.033845000000000007 -0.04890499999999999 0.076175000000000007 -0.23194499999999998 0.13597000000000004 0.14019000000000004 -0.059649999999999988 -0.03241999999999999 0.056435000000000006 0.14838000000000004 0.080455000000000013 0.27834500000000006 -0.062764999999999974 -1.0000000180025095e-35 -0.11242999999999999 0.181285 -0.42058999999999996 -0.27825499999999997 0.10497000000000002 -0.036839999999999991 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 12 28 11 18 10 13 -6 23 -1 19 -2 17 -17 -14 20 21 -3 -8 -23 24 -4 -21 -12 -28 -5 -10
right_child=1 7 6 5 8 -7 9 -9 29 -11 26 -13 15 -15 -16 16 -18 -19 -20 25 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00058926501163611856 0.00026659881711907986 0.00026597163110387092 0.00034316542969249625 0.00050813371187769896 0.00030062532291822705 0.0002607335852801056 0.00048126478839089664 0.00030874619233999608 0.00032193750346091229 0.00040852017566115744 0.00049980348423173733 0.00059618091072572766 0.00053788483931737794 0.00036783752266501477 0.00015728684489195254 0.00045079056104362563 0.0003033826158551968 0.00040606211296077068 0.00010237718697539224 0.0005021947532104612 0.00015395295605407497 0.00033351359925433698 0.00045201979687108708 0.00050229077516822883 0.00051480267137129674 0.00061436006390636598 0.00044683075138653801 0.00032455199190586437 0.00042065930986992029 0.00023827547660057008
leaf_weight=22 195 25 20 32 36 33 601 38 59 171 29 46 50 29 29 76 26 23 78 46 88 20 80 1053 22 21 42 22 72 37
leaf_count=22 195 25 20 32 36 33 601 38 59 171 29 46 50 29 29 76 26 23 78 46 88 20 80 1053 22 21 42 22 72 37
internal_value=0 0.000256975 0.000471554 0.000309418 0.000403744 0.000402569 0.000485123 0.000174301 0.000351264 0.000463428 0.000397084 0.000503528 0.000463683 0.000475209 0.000252447 0.000447895 0.000413216 0.000496352 0.000147553 0.000479264 0.000178736 0.000473712 0.000428319 0.000499636 0.000433071 0.000537351 0.000434423 0.000404797 0.000447575 0.000289693
internal_weight=0 590 2531 361 422 137 2109 229 225 968 129 1141 197 797 224 175 102 73 191 768 113 701 100 1095 42 67 93 64 104 96
internal_count=3121 590 2531 361 422 137 2109 229 225 968 129 1141 197 797 224 175 102 73 191 768 113 701 100 1095 42 67 93 64 104 96
is_linear=0
shrinkage=0.00196078


Tree=9693
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 14 1 2 0 14 1 12 2 1 12 4 150 16 4 4 4 159 39 4 50 2 4 15
split_gain=10.858 1.6512 0.986808 0.827705 0.452457 0.399248 0.343061 0.338722 0.322844 0.31361 0.215007 0.351246 0.311878 0.168403 0.165039 0.146122 0.126823 0.163444 0.11686 0.131218 0.114567 0.108582 0.10207 0.0893864 0.0866202 0.0799514 0.0788364 0.0755951 0.0595748 0.0588376
threshold=0.104035 0.12337000000000002 0.085055000000000006 1.0000000180025095e-35 0.10803500000000001 0.27287000000000006 0.27834500000000006 0.062655000000000016 0.09253500000000002 0.14285500000000004 -0.13027499999999997 -1.0000000180025095e-35 0.083345000000000016 0.091325000000000003 0.14122000000000004 0.16175000000000003 0.078300000000000008 -0.17966999999999997 0.083555000000000004 0.052820000000000013 -0.0060199999999999993 0.022185000000000003 0.23246000000000003 0.076905000000000015 0.087690000000000004 -0.46376499999999993 0.086295000000000011 0.11474000000000002 -0.013514999999999998 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 9 28 10 -5 24 11 -1 -13 16 22 -7 17 -12 19 23 -19 -15 -6 27 -3 -18 -11 -2 -4 -9
right_child=1 5 6 8 14 15 -8 29 -10 26 13 12 -14 21 -16 -17 25 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074860630315892838 0.00044083231268754968 0.00043471391294516769 0.00061404255211049109 0.00058300874100390048 0.00057607085125983436 0.00018292456302636612 0.00036066355770108876 0.00079465411855222587 0.00034456618030818086 9.4890329694631047e-05 0.00065501639613578923 0.00062953799001321746 0.00040064565758251284 0.00060880540636792165 0.00042507857144848116 2.1007984438363242e-05 0.00076879984206136532 0.0003955982333304835 0.00027637396230924439 0.0005019597131171393 0.00056869948999125177 0.00052566538858114646 0.00044287579199847051 0.00026873279649788077 0.00029844455559504358 0.00064371673371121268 0.00026321527767269047 0.00031710936197794864 0.0005285903061084357 0.00068931343898274533
leaf_weight=25 39 47 73 34 192 150 36 47 61 23 62 37 60 540 41 25 20 21 91 23 49 68 25 43 29 1112 20 37 55 36
leaf_count=25 39 47 73 34 192 150 36 47 61 23 62 37 60 540 41 25 20 21 91 23 49 68 25 43 29 1112 20 37 55 36
internal_value=0 0.000330759 0.000413243 0.000609313 0.000616613 0.000219378 0.000529765 0.000626232 0.000429904 0.000307002 0.000621124 0.000541367 0.000487955 0.000626322 0.000539169 0.000159794 0.00063922 0.000581703 0.000331228 0.000366381 0.000516769 0.000599507 0.000560726 0.000340177 0.000382716 0.000645927 0.000173181 0.000380599 0.000577325 0.000748964
internal_weight=0 691 397 2430 2335 294 164 2077 95 119 1994 122 97 1872 258 175 1264 132 233 142 70 608 217 119 76 1132 43 76 128 83
internal_count=3121 691 397 2430 2335 294 164 2077 95 119 1994 122 97 1872 258 175 1264 132 233 142 70 608 217 119 76 1132 43 76 128 83
is_linear=0
shrinkage=0.00196078


Tree=9694
num_leaves=31
num_cat=0
split_feature=1 1 4 12 159 0 11 43 16 3 3 1373 1373 0 43 3 16 13 2 15 2 160 51 16 3 1 1 0 0 3
split_gain=0.134401 0.0336617 0.0285803 0.0191896 0.0178743 0.0152018 0.0130404 0.0202765 0.01374 0.0214919 0.0149481 0.0156977 0.0200863 0.0141479 0.0134391 0.013423 0.023192 0.0133043 0.0130902 0.0144399 0.0132791 0.0127583 0.0139419 0.0239608 0.0176822 0.0164576 0.0197933 0.0126685 0.0242597 0.0181696
threshold=0.10124500000000002 0.13707500000000003 -0.015039999999999998 0.12477500000000001 0.082585000000000006 0.22582000000000002 1.0000000180025095e-35 -0.15879999999999997 0.013515000000000001 -0.11171999999999999 0.092670000000000016 0.086880000000000013 0.075690000000000021 -0.082184999999999994 -0.08231999999999999 -0.14989499999999997 -0.016164999999999995 -0.117405 0.092365000000000017 -0.07490999999999999 1.0000000180025095e-35 -0.076689999999999994 -0.41109999999999997 -0.0094449999999999968 -0.0080949999999999998 0.10508500000000001 0.11323000000000001 -0.10474999999999998 -0.14001499999999997 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 21 -2 6 8 -8 10 -10 11 12 17 14 -11 16 -9 -1 20 -20 -15 -4 -23 25 -25 -24 -27 28 -3 -29
right_child=1 27 3 -5 -6 -7 7 15 9 13 -12 -13 -14 18 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 26 -28 29 -30 -31
leaf_value=0.0011322748981183396 0.0038225277379076816 7.7004237997850089e-05 0.0028523234720883328 0.0048738447306234216 0.0010824859258718789 0.00081572889583185308 0.0023259979447660347 0.0025855797639627374 -1.7752009443938733e-05 0.0034069742076098921 0.0019127104645122019 0.0010478811666623435 0.0066714345153583128 0.0029777687005116608 0.00082113957085477363 0.0074117207008859397 0.006249995427862861 0.0037270213215458321 0.0045638964488171046 0.0026463366782543928 0.005300406070364261 0.0039059680082242595 -0.0003420930093963045 0.00093473942106356853 -0.0027003100179844417 0.0032799068372696642 0.0012699682881570735 0.0012070214372707179 0.0047927331388928004 -0.0013238391025958624
leaf_weight=20 159 24 86 21 28 20 30 31 22 37 48 22 23 40 44 23 39 1652 50 183 64 22 33 32 23 81 124 74 20 46
leaf_count=20 159 24 86 21 28 20 30 31 22 37 48 22 23 40 44 23 39 1652 50 183 64 22 33 32 23 81 124 74 20 46
internal_value=0 0.0020407 0.00238315 0.00192712 0.00341225 0.00356093 0.00358452 0.0045866 0.00352862 0.00302866 0.00365325 0.00370191 0.00373636 0.00318899 0.00200232 0.00531583 0.00462718 0.00369598 0.00347422 0.00305783 0.00440708 0.00177281 0.00147808 0.00129578 -0.000585372 0.0017305 0.00206414 0.000769059 0.00222052 0.000236858
internal_weight=0 773 609 422 187 2348 2328 123 2205 440 1765 1717 1695 418 81 93 70 1672 337 233 104 401 315 293 55 238 205 164 44 120
internal_count=3121 773 609 422 187 2348 2328 123 2205 440 1765 1717 1695 418 81 93 70 1672 337 233 104 401 315 293 55 238 205 164 44 120
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=31
num_cat=0
split_feature=1 3 148 124 15 147 151 132 3 4 34 14 0 0 150 160 160 52 13 12 402 52 12 2 49 49 43 49 133 1212
split_gain=0.110023 0.026632 0.0201034 0.0219683 0.0172397 0.0181692 0.0212492 0.0167978 0.0170271 0.0138328 0.0138078 0.0129961 0.0125327 0.0261156 0.0176722 0.0248648 0.0228506 0.0124899 0.0267506 0.0292516 0.0160706 0.0128735 0.0397178 0.0140193 0.0176582 0.0155858 0.0383859 0.0211302 0.0145823 0.0175994
threshold=0.10293500000000001 0.31370500000000007 -0.095079999999999984 0.0049200000000000008 -0.077844999999999984 0.090425000000000019 0.0033600000000000006 0.10613500000000002 0.42240500000000009 0.40124500000000002 -0.038779999999999995 0.062655000000000016 -0.13027499999999997 -0.14226499999999997 0.085455000000000017 -0.020569999999999995 0.058535000000000011 0.10024500000000001 -0.013024999999999998 0.094070000000000015 -0.45015499999999992 0.093665000000000012 0.091715000000000005 0.09142500000000002 0.11560500000000001 0.085970000000000005 -0.082144999999999982 0.09517500000000001 0.032270000000000007 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 10 6 -6 8 -3 11 -4 12 13 14 15 -1 -17 21 20 -20 -19 23 -23 24 25 28 -27 -28 -14 -30
right_child=1 7 3 -5 5 -7 -8 -9 -10 -11 -12 -13 17 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0013487178477413592 -0.0010024743309865396 0.00047447217615886731 5.0555695488583296e-05 -0.00025232775143295942 0.002914187364604004 0.00088527268201757511 0.0062518889971432236 0.0025036094737095902 -0.002864494209089095 0.00069987336768959226 0.0020423290587729495 0.0044044575355083717 0.0037285994255863292 -0.00090291623068465435 0.00094823507858174188 0.0074837213226904469 0.0032882426839719037 0.00066070949010874915 -0.00093723728019136214 0.0025539206861897885 0.0034035011756253274 0.0017993846376027382 0.0076985655017197136 0.0028473719561341263 0.00096485462315656521 0.0072545125388148203 0.0045220937186039667 0.00082306574255673463 0.0032275415919776488 0.0013170610306717989
leaf_weight=31 21 56 40 36 208 39 21 26 21 22 268 89 646 22 35 21 34 23 36 72 300 21 25 470 27 38 47 23 347 56
leaf_count=31 21 56 40 36 208 39 21 26 21 22 268 89 646 22 35 21 34 23 36 72 300 21 25 470 27 38 47 23 347 56
internal_value=0 0.00179716 0.00203981 0.0021442 0.00229398 0.00288047 0.00322026 0.000305921 -0.000436155 0.00319579 0.00178366 0.00321903 0.00317264 0.00226638 0.00284262 0.00361359 0.00489015 0.00323345 0.00275264 0.0013902 0.00320819 0.00335535 0.00500546 0.00330946 0.00349289 0.00355188 0.00469574 0.0033067 0.00343412 0.00296207
internal_weight=0 736 633 612 576 268 229 103 77 2385 308 2363 2274 143 121 86 55 2131 431 108 323 1700 46 1654 1184 1157 108 70 1049 403
internal_count=3121 736 633 612 576 268 229 103 77 2385 308 2363 2274 143 121 86 55 2131 431 108 323 1700 46 1654 1184 1157 108 70 1049 403
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=31
num_cat=0
split_feature=1 2 133 10 2 2 454 160 12 1 10 3 456 124 376 3 402 402 43 3 3 3 133 401 12 2 131 131 2 1446
split_gain=0.0891186 0.023201 0.0222033 0.0267517 0.020976 0.0151278 0.0139979 0.0150561 0.0138614 0.0204336 0.0134727 0.0132643 0.0122941 0.0107656 0.011347 0.0105731 0.00991156 0.0199486 0.016399 0.0195819 0.0253726 0.0344023 0.0215703 0.0141356 0.0140935 0.0184655 0.0105362 0.0186822 0.0212925 0.0152046
threshold=0.10293500000000001 0.13622000000000004 0.089200000000000015 0.094860000000000014 -0.13033999999999998 -0.0050599999999999994 -1.0000000180025095e-35 0.10648000000000001 -0.42850999999999995 0.15799000000000005 -0.086389999999999981 -0.0063699999999999989 0.086080000000000004 -0.076779999999999987 0.084985000000000019 0.30112000000000005 0.090075000000000002 0.10126500000000001 -0.14169499999999999 -0.086049999999999988 -0.082879999999999995 -0.081054999999999974 -0.10298999999999998 0.082280000000000006 0.093965000000000007 0.087505000000000013 1.0000000180025095e-35 0.082070000000000018 0.096325000000000008 0.11483500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -6 -7 12 -3 -10 -1 -4 15 14 -12 -8 26 23 -19 22 -21 -22 -20 -18 25 -23 29 -28 -29 -15
right_child=1 8 11 -5 5 6 7 -9 9 -11 13 -13 -14 16 -16 -17 17 18 19 20 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00029166972439270466 0.0050248168103280482 0.0030990895489230751 0.0011762142358550235 -0.0004584201825006555 0.00014278140328260084 -0.000206206442671828 0.0023834726406497782 0.0050471225414763796 0.00073970228397069902 -0.002682040552608669 0.0011365499089151855 -0.0018569135794504769 0.0046972905130436031 0.0028029976588275292 0.0038653766736388207 0.00044389757107813737 0.0073494870614792627 0.00040246739576105028 0.0028732196288183335 1.9895762670785191e-05 0.0072380065318429845 0.0054660551227593366 0.0073636054324553073 0.0037610164585361338 0.00074124752060958636 0.0017959662809454162 0.0061931003091475843 0.003483688074369161 0.0009907665334116572 0.00031855771131813527
leaf_weight=20 28 20 46 36 33 20 301 22 137 20 64 21 21 1678 20 31 21 20 20 26 20 26 23 23 27 29 22 282 39 25
leaf_count=20 28 20 46 36 33 20 301 22 137 20 64 21 21 1678 20 31 21 20 20 26 20 26 23 23 27 29 22 282 39 25
internal_value=0 0.00161744 0.00193337 0.00216595 0.00237313 0.00219966 0.0023715 0.00250898 0.000619662 0.000303811 0.00287622 0.000225532 0.00235079 0.00289807 0.00178627 0.00220237 0.00293901 0.00355409 0.00311188 0.00342877 0.00280853 0.00351936 0.00527505 0.0054737 0.00261237 0.00353092 0.00286837 0.00337402 0.00318081 0.00276653
internal_weight=0 736 559 492 456 428 395 375 177 157 2385 67 353 2365 84 332 2281 235 191 171 128 102 43 44 82 55 2046 343 321 1703
internal_count=3121 736 559 492 456 428 395 375 177 157 2385 67 353 2365 84 332 2281 235 191 171 128 102 43 44 82 55 2046 343 321 1703
is_linear=0
shrinkage=0.1


Tree=9697
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 14 2 50 1 39 13 3 1 0 12 1 14 16 3 15 48 52 4 16 2
split_gain=3.46085 0.533026 0.336596 0.262309 0.203382 0.194428 0.144873 0.158943 0.144078 0.0986083 0.0973569 0.0714297 0.065285 0.0525612 0.051566 0.0569829 0.0510922 0.0469865 0.0401249 0.0400999 0.0396899 0.0324473 0.0324416 0.0320624 0.0318579 0.0438447 0.0318369 0.0388157 0.0366282 0.0465995
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.13501500000000002 0.14753000000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.09253500000000002 0.062655000000000016 0.091265000000000013 0.041865000000000006 0.122715 0.095830000000000012 -0.090639999999999984 -0.017889999999999996 0.087135000000000004 -0.22491999999999998 0.08401500000000002 0.13075500000000004 0.096015000000000017 0.11346000000000002 -0.014944999999999998 -0.41942499999999994 0.087310000000000013 0.40674500000000008 -0.39518999999999993 0.013515000000000001 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 8 6 23 -8 10 -4 11 17 24 -2 15 -9 -17 26 -18 -19 -5 -12 -6 -3 -7 -26 27 -1 -29 -30
right_child=1 5 9 20 22 12 7 14 -10 -11 21 -13 -14 -15 -16 16 18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00048080821196100701 0.00038030190325047554 0.00020556822343602868 0.00036427496331974845 0.00025057214683566999 0.00022382294319480163 0.00013985192822575811 0.00033490523092648906 0.00017650129350713344 0.00024854150331378276 0.00023324738470840371 0.00049040219084934785 0.00038321554154398078 0.00020836943947890327 0.00028689140636546938 0.00014536923085980657 0.00016776986366240474 0.00022477622545671229 0.00034313937962811574 0.00030960494178976781 0.00039724220415164461 0.00015622506551397214 0.00040529658089641455 0.00032612958312061173 0.00012752650674123983 3.7754897880164251e-06 0.0001258895459913594 0.00034865532018223393 0.00041701830834302967 0.00029871859964863013 0.00040327824503542177
leaf_weight=34 115 29 34 60 26 29 54 53 24 63 61 750 23 29 34 21 36 62 53 350 24 24 22 67 26 20 28 890 23 57
leaf_count=34 115 29 34 60 26 29 54 53 24 63 61 750 23 29 34 21 36 62 53 350 24 24 22 67 26 20 28 890 23 57
internal_value=0 0.000233602 0.000392367 0.000310694 0.000397038 0.000194104 0.000215885 0.000240662 0.000399671 0.000279175 0.000401262 0.00039874 0.000116981 0.00036149 0.000214829 0.000229317 0.000254765 0.000406803 0.000275292 0.000389101 0.000223616 0.000466372 0.000270713 0.000151102 8.89555e-05 5.68686e-05 0.00041387 0.000415688 0.000413406 0.000373217
internal_weight=0 673 2448 228 2351 445 347 251 2303 97 2279 2194 98 144 197 163 110 1444 89 412 84 85 48 96 75 46 1032 1004 970 80
internal_count=3121 673 2448 228 2351 445 347 251 2303 97 2279 2194 98 144 197 163 110 1444 89 412 84 85 48 96 75 46 1032 1004 970 80
is_linear=0
shrinkage=0.00196078


Tree=9698
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 4 457 14 2 49 50 1 1 1 0 11 3 124 2 475 484 1420 52 16 51
split_gain=6.67647 1.07219 0.606252 0.515774 0.391151 0.362934 0.353557 0.253447 0.236653 0.222676 0.21127 0.172518 0.182197 0.131223 0.107857 0.106009 0.100136 0.0975018 0.0935592 0.0564847 0.0537223 0.059071 0.0523688 0.0516571 0.0516402 0.0681727 0.0534434 0.0552237 0.0514618 0.0597097
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.13501500000000002 1.0000000180025095e-35 0.40124500000000002 0.09253500000000002 -0.17966999999999997 0.29113500000000009 0.062655000000000016 0.091265000000000013 -0.054984999999999992 0.041865000000000006 0.13436000000000001 0.090405000000000013 0.13075500000000004 0.18019500000000002 1.0000000180025095e-35 -0.11171999999999999 -0.081214999999999982 0.11411 -0.088274999999999978 -0.011244999999999998 -0.083604999999999985 0.40674500000000008 0.27252000000000004 -0.079189999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 5 22 8 -7 11 -4 -9 12 13 17 -2 -6 -12 24 23 20 21 -15 -3 -5 25 -1 -26 -28 29 -23
right_child=1 4 9 18 15 7 -8 10 -10 -11 16 -13 -14 19 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00052960856733313239 0.00032832519004783589 0.00019236110532017169 0.00046732847800643764 0.00037786771867678165 8.0469443211428636e-05 0.00045786900263206629 0.00033106963208030446 0.00045667915951971914 0.00030740734396709335 0.00027043000049135451 0.00026117753113837576 0.00032623668047351666 0.00059438594551730888 0.00038999502210556962 0.00047480534068519302 0.00022354553420964745 0.00012039867704551593 0.00047782723220119171 0.00015460873240288469 0.00037744623042789159 0.00054085971098771248 0.00056680050566516101 0.00010076846238899081 0.00025724520117359104 0.00061811652572397243 0.0003696519366520293 0.00052258065917348557 0.00042748810248632055 0.00044750255193346607 0.00048500312280071027
leaf_weight=21 23 48 34 21 85 30 48 20 24 63 166 21 84 28 121 26 22 258 24 20 57 37 48 39 22 20 1083 24 132 472
leaf_count=21 23 48 34 21 85 30 48 20 24 63 166 21 84 28 121 26 22 258 24 20 57 37 48 39 22 20 1083 24 132 472
internal_value=0 0.000270843 0.000491358 0.000380181 0.000214823 0.000248336 0.000497625 0.000289386 0.000501097 0.000339446 0.000265086 0.000503136 0.000504782 0.00050132 0.000451409 0.000113983 0.000244703 0.00051233 0.000258076 0.000480243 0.000483075 0.000478151 0.000146565 0.000299463 0.000519938 0.000451581 0.000522421 0.000520519 0.000482002 0.000490949
internal_weight=0 673 2448 228 445 334 2351 238 2303 97 208 2279 2258 2174 144 111 188 1428 84 746 726 669 96 60 1170 41 1129 1107 641 509
internal_count=3121 673 2448 228 445 334 2351 238 2303 97 208 2279 2258 2174 144 111 188 1428 84 746 726 669 96 60 1170 41 1129 1107 641 509
is_linear=0
shrinkage=0.00196078


Tree=9699
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 4 2 2 1 4 47 52 1 1 2 52 4 16 1 0 16 52 4 0 3 3
split_gain=7.23494 1.17312 0.700541 0.597182 0.442105 0.395354 0.289793 0.196221 0.193641 0.193462 0.164312 0.153444 0.149176 0.127056 0.08866 0.0798658 0.0745674 0.0622557 0.102957 0.0490839 0.0479809 0.0483 0.0465571 0.0556035 0.0654128 0.0416004 0.076244 0.0722442 0.0496005 0.0410659
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.40473500000000007 0.089885000000000007 0.14285500000000004 0.077845000000000011 0.27834500000000006 0.090100000000000013 -0.56176499999999996 0.091195000000000012 0.088485000000000022 0.096325000000000008 -0.16675999999999999 0.038415000000000012 -0.10850999999999998 1.0000000180025095e-35 -0.038659999999999993 0.15273500000000004 0.40674500000000008 -0.46376499999999993 -0.070499999999999993 0.086245000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 7 10 11 -6 16 13 -5 -4 29 -12 25 20 -19 -9 22 -22 23 -17 -25 26 -1 28 -28 -3
right_child=1 2 8 12 9 -7 -8 19 -10 -11 15 -13 -14 -15 -16 17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00070243029812582175 0.0005722893551031496 0.00027968248996024432 0.00035468809299129769 0.00053886773810834111 0.00053565638215460855 0.00039902499319948988 0.00036448645922872755 0.00058857070829938438 0.00037606501244996795 0.00034785527528987992 0.00063670991357894769 0.00015878673581265178 0.00036917587117093228 0.00022310353864817245 0.0004174621568785773 0.00056958699686578292 0.0005580876449557974 0.00038108191358135973 0.00054517854549208369 0.00069965107858091101 0.00055865805571318143 0.00049709391064726852 0.00064307444598563546 0.00042090459183894373 0.00055661487042059832 0.00052428787789528567 0.00060168150513764825 0.00050039750708366583 0.00050959348081526144 0.0003372232640679776
leaf_weight=27 74 99 39 28 71 48 24 20 34 30 45 99 69 102 33 457 220 21 49 65 109 89 29 22 36 29 1009 29 23 92
leaf_count=27 74 99 39 28 71 48 24 20 34 30 45 99 69 102 33 457 220 21 49 65 109 89 29 22 36 29 1009 29 23 92
internal_value=0 0.000339378 0.000310605 0.00056893 0.000372174 0.000575151 0.000578822 0.000581079 0.000237575 0.000479874 0.000577498 0.000217955 0.000418159 0.000259499 0.000323613 0.000556303 0.000591083 0.000551847 0.00049595 0.000673515 0.000557121 0.000530985 0.000566633 0.000562329 0.000505139 0.000597582 0.000599535 0.000596917 0.000599629 0.000307398
internal_weight=0 673 599 2448 325 2351 2303 2279 274 101 2194 240 97 141 224 857 1337 812 70 85 742 198 544 515 58 1117 1088 1061 1032 191
internal_count=3121 673 599 2448 325 2351 2303 2279 274 101 2194 240 97 141 224 857 1337 812 70 85 742 198 544 515 58 1117 1088 1061 1032 191
is_linear=0
shrinkage=0.00196078


Tree=9700
num_leaves=31
num_cat=0
split_feature=1 4 148 124 13 12 40 48 1 2 42 160 11 4 0 157 41 41 16 403 1453 43 51 133 0 13 3 16 484 13
split_gain=0.141352 0.0311917 0.0237547 0.017273 0.0170653 0.021695 0.0236302 0.0172707 0.0164629 0.014931 0.0144108 0.0125154 0.0122688 0.0132652 0.0189995 0.0160956 0.0129363 0.0275433 0.015927 0.0131328 0.0130607 0.0175623 0.0157744 0.0350127 0.0123897 0.023537 0.0118396 0.0116153 0.0147127 0.0130242
threshold=0.10337500000000001 0.27287000000000006 -0.065034999999999996 -0.076779999999999987 -0.28558999999999996 -1.0000000180025095e-35 -0.0061149999999999998 0.084855000000000014 0.15964000000000003 0.14122000000000004 -0.0060199999999999993 -0.24205499999999996 0.095720000000000013 -0.50052499999999989 0.11070500000000001 -0.0045449999999999996 0.075585000000000013 0.079300000000000009 0.0057500000000000008 -0.020569999999999995 -0.044999999999999991 -0.081779999999999978 -0.016074999999999996 0.086910000000000015 -0.080499999999999988 -0.078944999999999987 -0.13309499999999996 -0.0007049999999999999 -1.0000000180025095e-35 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 -4 6 7 -6 11 12 -1 -3 13 14 15 -5 18 -18 27 -20 -21 22 23 -22 25 -23 -13 29 -29 -15
right_child=1 8 4 9 5 -7 -8 -9 -10 -11 -12 26 -14 16 -16 -17 17 -19 19 20 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0038911828317512304 -0.00021174643188714981 0.0038502335771108454 0.0013205598918271759 0.0051962587952635491 0.0052499351668215937 0.003746751113195548 -0.00084682627500075368 0.0018613147342584166 -0.00088708297558257293 0.0018876891208403721 0.00139653496469755 0.00264076164019004 0.0013473769667325542 0.003975413196376852 0.0071250111698112767 0.0019188719062620532 0.0081242830492556095 0.0040082977996765603 0.0010253320836151639 0.0014478790327249207 0.0030815184323728321 0.0035768177703478922 0.0034410605290239415 0.0079983682076757157 0.0033384727628850267 -0.0010074164607517776 0.0010529019007306346 0.0030169588702154302 0.0062461381030897069 0.0033149092904249176
leaf_weight=39 26 23 57 43 21 221 23 53 29 41 57 61 20 1213 29 23 21 72 27 34 28 24 77 30 144 21 204 21 43 396
leaf_count=39 26 23 57 43 21 221 23 53 29 41 57 61 20 1213 29 23 21 72 27 34 28 24 77 30 144 21 204 21 43 396
internal_value=0 0.00212525 0.00271127 0.00372429 0.00291393 0.00319954 0.0019528 0.00282295 0.00138394 0.00377898 0.00240999 0.00161262 0.0038132 0.00383516 0.00499156 0.00405414 0.00378408 0.00493771 0.00373195 0.00315204 0.00331243 0.0035081 0.00437922 0.00562472 0.00288586 0.00143751 0.00141841 0.0038654 0.00518656 0.00381285
internal_weight=0 718 401 2403 375 318 97 74 317 2307 96 288 2266 2246 95 66 2151 93 2058 385 358 324 135 58 189 45 265 1673 64 1609
internal_count=3121 718 401 2403 375 318 97 74 317 2307 96 288 2266 2246 95 66 2151 93 2058 385 358 324 135 58 189 45 265 1673 64 1609
is_linear=0
shrinkage=0.1


Tree=9701
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 4 2 4 1 14 2 0 1 50 1 49 0 475 0 16 4 2 13 47 40 47 43 2 0 3
split_gain=3.23478 0.398779 0.348002 0.232133 0.225267 0.143227 0.121878 0.120381 0.0996816 0.0901655 0.0888259 0.0959689 0.0655323 0.062226 0.0601551 0.0594676 0.0550141 0.051862 0.0467524 0.069593 0.0458583 0.0585401 0.0394879 0.0360922 0.0359614 0.033334 0.0322374 0.0699259 0.0410639 0.0311439
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.10045500000000002 0.085055000000000006 0.36766000000000004 0.14285500000000004 0.40124500000000002 0.09253500000000002 0.076975000000000002 0.15109000000000003 -0.13027499999999997 0.089625000000000024 0.089465000000000017 0.15471500000000002 -0.043469999999999995 -0.11991499999999998 -0.066784999999999983 -0.076234999999999983 0.066275000000000014 -0.55119499999999988 0.092365000000000017 -0.0062949999999999994 0.10350500000000001 -0.065969999999999987 0.085505000000000012 -0.04890499999999999 0.11177500000000001 -0.081894999999999982 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 26 6 24 23 -4 12 11 15 20 16 22 -5 -14 -13 -18 -20 -1 29 -7 -6 -3 -8 28 -28 -2 -22
right_child=1 5 8 10 7 14 25 -9 -10 -11 -12 17 13 -15 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00046201079233869932 0.00011249358951620395 0.00016852786563629026 0.00033673367719783636 0.0001752734670172567 0.00038647292518667663 0.00010708688449391169 6.2346574089495969e-05 0.0002019642949849871 0.00020926188459837591 0.00043687914608935127 0.00019758260386268131 0.00038780329755433289 0.00024120145782577891 0.00037557505218829503 3.4090285254668452e-05 0.00030515370016172749 0.00035374371320356327 0.00032851367079581939 0.00021313033207160946 0.00035955200726592464 0.00037973536781857591 0.0003463438289712715 0.00018673139963897533 0.000307496215105588 0.0002647380326308456 0.00017073405276724039 0.00032174885438990888 0.00019709268524033057 0.00020670697818695228 0.00032716093885190866
leaf_weight=22 29 20 34 23 45 105 24 29 77 75 21 68 28 139 35 33 133 342 26 24 1160 281 31 44 59 20 22 81 46 45
leaf_count=22 29 20 34 23 45 105 24 29 77 75 21 68 28 139 35 33 133 342 26 24 1160 281 31 44 59 20 22 81 46 45
internal_value=0 0.000194439 0.000355662 0.000360586 0.000245243 0.000143289 0.000194318 0.000311679 0.000248307 0.000370225 0.000322326 0.000327948 0.000367535 0.000343363 0.000106585 0.00025181 0.000322143 0.000338347 0.000334528 0.000283413 0.000373145 0.000371829 0.000125241 0.000347428 0.000240381 0.000111614 0.000201201 0.000223718 0.000170278 0.000377772
internal_weight=0 590 2531 2420 296 294 123 118 111 1933 487 466 1858 350 171 56 211 410 183 50 1508 1486 136 89 79 44 178 103 75 1205
internal_count=3121 590 2531 2420 296 294 123 118 111 1933 487 466 1858 350 171 56 211 410 183 50 1508 1486 136 89 79 44 178 103 75 1205
is_linear=0
shrinkage=0.00196078


Tree=9702
num_leaves=31
num_cat=0
split_feature=1 155 1 457 13 12 0 133 2 30 150 40 15 147 4 2 3 2 0 43 16 131 1 4 13 43 1451 3 0 48
split_gain=0.133152 0.0237037 0.0218573 0.0229773 0.0216528 0.0325671 0.0186524 0.0199445 0.0162791 0.0207264 0.0171945 0.0197287 0.0166675 0.0236977 0.0161191 0.0168457 0.0159849 0.0157929 0.029164 0.0139129 0.0165019 0.0204366 0.0164611 0.0350811 0.0132877 0.0201335 0.0136007 0.0177363 0.0153576 0.0133458
threshold=0.10920500000000001 0.10158500000000002 0.089770000000000016 0.080930000000000016 -0.088464999999999988 0.089410000000000003 0.10455500000000001 -0.24227499999999996 0.11411 0.084655000000000022 0.084680000000000019 -0.0061149999999999998 -0.026084999999999994 0.08955500000000001 0.27044500000000005 -0.0091949999999999983 -0.020429999999999997 0.10644500000000001 0.034820000000000011 -0.03898999999999999 -0.082779999999999979 0.090495000000000006 0.092695000000000013 -0.080584999999999976 -0.14819499999999997 0.07827000000000002 0.083235000000000017 -0.22605499999999998 -0.23194499999999998 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 17 4 5 -4 7 -2 9 10 11 -9 -10 -14 15 -6 -5 24 -19 20 -17 22 23 -22 25 -1 27 -26 -29 -30
right_child=1 -3 3 16 14 -7 -8 8 12 -11 -12 -13 13 -15 -16 19 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0038134372425013899 0.0047127394623163602 0.0049911579684070919 -0.0010672135924256441 -0.00085953232081096989 0.0012997420537950739 0.0037200196385557167 -0.0011387246009359265 0.0061977541750474346 0.0015142131748920509 0.00060847706754073305 0.00057328622183726676 0.002857679008957348 -0.0031273146951571111 0.0017407125007594005 0.0011509792646393179 0.0055964642660692341 0.0022914171898805037 0.0033675195357703545 -4.4607493127214498e-06 0.0043911795350552738 0.0032778725901152941 0.0040876144247401196 0.0030503942621681766 -0.0026450573303736747 0.006770946073811502 0.0075323666445910936 0.0015885304144051459 0.0063984868878668002 0.0038301885422818791 0.0028236720363352579
leaf_weight=37 23 23 27 21 28 30 22 21 236 51 26 112 20 20 27 25 69 222 29 212 20 72 49 20 20 24 28 22 1440 145
leaf_count=37 23 23 27 21 28 30 22 21 236 51 26 112 20 20 27 25 69 222 29 212 20 72 49 20 20 24 28 22 1440 145
internal_value=0 0.00184821 0.00355765 0.00302931 0.00328928 0.00145238 0.00171208 0.0018353 0.00169912 0.00236262 0.00292527 0.00338506 0.00119428 -0.000693301 0.00352041 0.00367058 0.0015562 0.00371881 0.00297793 0.00383738 0.00320616 0.00283499 0.00182164 0.000316408 0.00382718 0.00527662 0.00377376 0.00381136 0.00377453 0.00373811
internal_weight=0 554 2567 600 510 57 531 509 486 210 159 133 276 40 453 426 90 1967 251 398 186 161 89 40 1716 61 1655 1627 1607 1585
internal_count=3121 554 2567 600 510 57 531 509 486 210 159 133 276 40 453 426 90 1967 251 398 186 161 89 40 1716 61 1655 1627 1607 1585
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=31
num_cat=0
split_feature=1 4 1 1213 50 133 0 49 15 4 15 14 16 159 9 0 48 2 0 0 13 0 131 131 42 2 16 403 42 4
split_gain=0.107853 0.0202782 0.0177044 0.0199796 0.0216314 0.0174656 0.0168469 0.0174204 0.0191301 0.0234148 0.0160949 0.0157027 0.0281368 0.0151097 0.014626 0.0140596 0.0137491 0.0128501 0.024574 0.0160429 0.0121733 0.0132567 0.012068 0.0149597 0.0125091 0.0120086 0.0114537 0.0114316 0.0167503 0.0158406
threshold=0.10920500000000001 0.27287000000000006 0.089770000000000016 0.0036000000000000003 0.089465000000000017 0.087435000000000013 -0.092089999999999991 -0.067649999999999988 -0.095869999999999983 0.26450500000000005 -0.090344999999999995 -0.42495999999999995 -0.16927999999999996 0.082585000000000006 0.099965000000000012 -0.010949999999999998 0.14093000000000003 0.10774000000000002 0.034820000000000011 -0.076899999999999982 -0.15714499999999998 -0.15931499999999996 0.11669000000000002 0.10954500000000002 -0.078304999999999986 -0.0091949999999999983 -0.42170999999999997 -0.059794999999999994 0.11649000000000002 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 17 4 5 6 7 10 -9 -10 -4 15 14 16 20 -3 -2 22 19 -19 21 -13 23 -1 -24 -8 -22 28 -6 -29
right_child=1 11 3 -5 27 -7 25 8 9 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 26 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.003441645749571984 0.0030261460797396215 0.0014016404590155517 0.0017956128748747606 -0.00023143187757920138 0.0074028590612579132 0.00067866722295528898 0.0013420928542598569 0.0025258722494133205 -0.001947644535781971 0.0021524324019152959 0.0057152138976380232 0.0010843525517783646 -0.0029374496705713684 0.0010278202094973308 -0.001195813014279478 0.0045352298833590578 0.00064228236941354618 0.00096094464297493689 -0.00018433956256895154 0.0033940038781568385 0.0012428668812800017 0.0042800689572468405 0.0032212057745019938 0.0054748971954403404 -2.9650749638676643e-05 0.0035136052817284491 -0.0014001430687494577 0.0015050409785544617 0.0035534944886771534 0.0042851920304983332
leaf_weight=1645 178 45 22 22 20 47 29 60 30 26 20 27 20 73 26 21 28 32 27 177 91 25 29 37 20 209 20 32 26 57
leaf_count=1645 178 45 22 22 20 47 29 60 30 26 20 27 20 73 26 21 28 32 27 177 91 25 29 37 20 209 20 32 26 57
internal_value=0 0.00166339 0.00320189 0.00272638 0.00283896 0.00250125 0.00271757 0.00191705 0.00128523 -4.40374e-05 0.00366209 0.001054 0.000629364 0.00226405 0.0010068 0.00239869 0.00270213 0.00334693 0.00265471 0.00302148 0.00135814 0.00262075 0.00344131 0.00348637 0.00189433 0.00324901 0.000766649 0.00394715 0.00522713 0.00328559
internal_weight=0 554 2567 600 578 443 396 158 116 56 42 275 209 279 189 66 206 1967 236 209 163 52 1731 1682 49 238 111 135 46 89
internal_count=3121 554 2567 600 578 443 396 158 116 56 42 275 209 279 189 66 206 1967 236 209 163 52 1731 1682 49 238 111 135 46 89
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=31
num_cat=0
split_feature=1 123 44 2 1424 3 12 11 4 0 48 4 3 151 484 12 12 52 15 133 1213 401 403 42 402 0 12 12 42 13
split_gain=0.0891177 0.024612 0.0220405 0.0185006 0.0163492 0.0142547 0.0159355 0.013051 0.0137816 0.0245196 0.025586 0.0266261 0.0228872 0.0181109 0.0161178 0.015073 0.0216813 0.0166537 0.0192353 0.0198048 0.038645 0.0164815 0.0158915 0.0145664 0.0294444 0.0137731 0.0165733 0.0177687 0.0131915 0.0159091
threshold=0.12000500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.10774000000000002 1.0000000180025095e-35 0.30112000000000005 -0.42850999999999995 0.096500000000000016 -0.082249999999999976 -0.087084999999999982 0.093265000000000015 -0.51253999999999988 0.092670000000000016 -0.00099499999999999979 0.091180000000000011 0.091715000000000005 0.089795000000000014 0.089575000000000016 0.089595000000000022 1.0000000180025095e-35 0.04198000000000001 0.021890000000000003 -0.08101499999999999 0.082250000000000004 0.085450000000000012 -0.086234999999999992 0.086565000000000017 0.085250000000000006 0.084145000000000011 -0.081829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -2 -7 8 9 23 11 -11 14 -14 -10 16 17 18 19 21 -21 25 -18 -1 -25 -13 27 -27 -16 -30
right_child=5 -3 -4 -5 -6 6 -8 -9 12 10 -12 15 13 -15 28 -17 22 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.003808989720443644 0.0015042065315546286 0.0016512754308672887 0.0055047505567927153 0.0022443375651500408 0.0056316021728612812 0.0017909201855004272 -0.00091080226149165737 0.00040864417445845902 0.0027983386204076979 0.0057216708602097176 -0.00043183649191632875 0.00095596494419234151 0.0024825405711973356 -0.0012610433894830447 0.0061426284218517452 0.0040853215479315979 -0.0014883485878817739 0.00075553132143492505 0.00027128325775265693 0.0071767836800011413 0.0017505679434786242 0.00035423961955876579 0.0023658800652534093 0.0084861072085914199 0.0032908455829601738 0.0040878858784188718 0.0053576829809961583 0.0012638252562012626 0.0022198498228357898 0.0050402346448714126
leaf_weight=71 239 169 32 406 23 34 61 20 1383 39 20 21 28 24 24 97 20 30 20 35 21 21 23 24 20 56 42 37 45 36
leaf_count=71 239 169 32 406 23 34 61 20 1383 39 20 21 28 24 24 97 20 30 20 35 21 21 23 24 20 56 42 37 45 36
internal_value=0 0.0028209 0.0028964 0.00286413 0.00297955 0.00109233 5.613e-05 0.00295128 0.00297507 0.00338294 0.0030699 0.0032215 0.00281696 0.000754733 0.00288902 0.00299098 0.00266537 0.00298325 0.00324741 0.00350287 0.00514195 0.00298429 0.000573216 0.00469497 0.00612462 0.00333834 0.00370893 0.00296433 0.00408347 0.00347335
internal_weight=0 2787 2618 2586 2180 334 95 2157 2137 597 482 462 1540 52 1488 423 326 283 253 233 56 177 43 115 44 156 135 93 105 81
internal_count=3121 2787 2618 2586 2180 334 95 2157 2137 597 482 462 1540 52 1488 423 326 283 253 233 56 177 43 115 44 156 135 93 105 81
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 14 2 1 4 50 1 40 0 52 1 1 15 1 1 52 4 1447 52 391 4 0
split_gain=5.17382 0.757252 0.443018 0.41995 0.3405 0.243531 0.202916 0.180078 0.176352 0.15509 0.11786 0.11162 0.0813641 0.0668931 0.0651743 0.0597458 0.0583533 0.0532468 0.0521503 0.0448546 0.0420426 0.0436301 0.0371398 0.035684 0.0355151 0.0344374 0.0323419 0.0322231 0.0320418 0.0339769
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.062655000000000016 0.089885000000000007 0.077845000000000011 -0.062539999999999984 0.041865000000000006 0.091195000000000012 -0.077474999999999988 -0.23051499999999997 -0.56176499999999996 0.122715 0.13534000000000004 -0.089964999999999976 0.15964000000000003 0.13075500000000004 -0.16675999999999999 -0.036839999999999991 -0.082869999999999985 0.40674500000000008 -1.0000000180025095e-35 -0.50690499999999983 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 8 15 -8 9 10 14 -4 -9 20 26 -3 -12 -18 24 -14 21 -6 -5 -11 -2 -19 28 -27 -1 -30
right_child=1 4 11 22 13 -7 7 12 -10 23 16 -13 19 -15 -16 -17 17 25 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00055204585407081985 0.00047192158769158754 0.00021275719765668542 0.00042641059565944831 0.00026551976069515826 0.00015192468427207575 0.00031898240887885611 0.00036911880428386752 0.00035091167457166738 0.00029289365633469977 0.00047160757239907977 0.00034329217349680078 0.000279624945621458 0.00023910719173292946 0.00020110323935435912 0.00043933060518656848 0.00011490464031904274 0.00050901208892626954 0.00050598247495603932 0.00033958899342102967 0.00014615584217917148 5.7833002004981122e-06 3.6508886180087628e-05 0.00017425403009576636 0.00056631944657810492 0.00040241217389590418 0.00035947490775702047 0.00041162832473241612 0.0004392356506218639 0.00047882480643550283 0.00042490304125613552
leaf_weight=22 50 47 28 60 34 48 54 23 24 20 23 69 151 23 220 49 45 29 29 23 21 20 24 65 65 20 29 740 1019 47
leaf_count=22 50 47 28 60 34 48 54 23 24 20 23 69 151 23 220 49 45 29 29 23 21 20 24 65 65 20 29 740 1019 47
internal_value=0 0.000257737 0.000451856 0.000349624 0.000210657 0.000457214 0.000239481 0.000268805 0.000460095 0.000461856 0.000458672 0.000321996 0.000241308 0.000108596 0.000470178 0.000162812 0.000440722 0.000443409 0.000413895 0.000226821 8.02276e-05 0.000109178 0.000239444 0.000544034 0.000432634 0.000439667 0.000476253 0.000437137 0.000477976 0.000476447
internal_weight=0 673 2448 228 445 2351 347 251 2303 2279 2194 97 197 98 1337 96 857 834 144 174 75 54 84 85 115 789 1117 760 1088 1066
internal_count=3121 673 2448 228 445 2351 347 251 2303 2279 2194 97 197 98 1337 96 857 834 144 174 75 54 84 85 115 789 1117 760 1088 1066
is_linear=0
shrinkage=0.00196078


Tree=9706
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 4 4 2 1 0 14 4 1 12 50 2 1429 12 1 150 47 2 15 39 52 1446 48
split_gain=9.48148 1.57617 0.926715 0.833253 0.533776 0.418 0.28273 0.27621 0.265182 0.251165 0.230909 0.180849 0.145051 0.130412 0.110223 0.20248 0.0922139 0.0868994 0.0729507 0.133025 0.0707702 0.0692149 0.0629676 0.0626709 0.0651631 0.0611373 0.093211 0.0561887 0.0706623 0.0540124
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.077845000000000011 0.14285500000000004 0.40945500000000007 0.40473500000000007 0.14122000000000004 0.086920000000000011 -0.097024999999999986 0.062655000000000016 -0.013125 0.086455000000000018 0.090285000000000018 0.086295000000000011 0.08647500000000001 0.083985000000000018 0.08401500000000002 0.075045000000000014 0.084120000000000014 0.078345000000000012 0.11510000000000002 -0.41396999999999995 0.093755000000000019 0.11989500000000002 0.084580000000000002 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 11 -5 8 -4 -6 14 13 22 18 21 16 -16 25 19 27 -14 -7 -13 -3 -25 -9 -27 28 -1 -20
right_child=1 2 7 6 9 10 -8 17 -10 -11 -12 12 20 -15 15 -17 -18 -19 29 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00064706044261627661 0.00059829805376944271 0.00030072120806555914 0.00036219237366745462 0.00057766153959750463 0.00054603289510752695 0.00057695407015468411 0.00034304367422508084 0.00017119152373093466 0.00020173710356707189 0.00033579688191715483 0.00041882429042112193 0.0005436457812274788 0.00049068518115768676 0.00072391971441088728 0.00060849661897891319 0.00040723190573303228 0.0005360335055343648 0.00025022309735199891 0.00061785241393600581 0.00049661959363473144 0.00060539616919914657 0.00063641933263814798 0.00041489057982847002 0.00046145680084838474 0.00030507079964759299 -7.9125683775552515e-06 0.00016055083698412453 0.00056526753711410281 0.00073414334943990966 0.0005606126939773304
leaf_weight=440 76 192 66 28 74 287 67 39 99 31 41 40 22 55 103 37 196 22 481 23 344 102 23 21 20 28 23 29 39 73
leaf_count=440 76 192 66 28 74 287 67 39 99 31 41 40 22 55 103 37 196 22 481 23 344 102 23 21 20 28 23 29 39 73
internal_value=0 0.000331905 0.000298985 0.000592204 0.000367889 0.000599528 0.000412194 0.000214907 0.000265919 0.000483963 0.000561981 0.000617859 0.000583542 0.000630772 0.000570077 0.000544063 0.000560996 0.000139754 0.000626051 0.000642473 0.000598501 0.000592547 0.00049664 0.000315581 0.000385171 0.000112751 6.80611e-05 0.000649077 0.000654151 0.00061031
internal_weight=0 691 615 2430 338 2335 95 277 165 105 766 1569 429 1140 725 336 299 112 1085 531 366 389 63 233 41 90 51 508 479 554
internal_count=3121 691 615 2430 338 2335 95 277 165 105 766 1569 429 1140 725 336 299 112 1085 531 366 389 63 233 41 90 51 508 479 554
is_linear=0
shrinkage=0.00196078


Tree=9707
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 2 2 2 4 1 14 48 2 52 50 1 156 475 49 15 1 0 15 1 1 12 16 2 1
split_gain=8.18191 1.35469 0.688586 0.579109 0.42195 0.405189 0.25033 0.258029 0.197731 0.197129 0.156357 0.154235 0.142575 0.122271 0.0945339 0.0905114 0.0886735 0.0820892 0.0974977 0.0792763 0.0752341 0.0746645 0.0742222 0.145253 0.0727469 0.0694174 0.0682895 0.0629766 0.0615055 0.0600122
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.092235000000000025 0.14753000000000002 -1.0000000180025095e-35 0.10497000000000002 0.14122000000000004 -0.062539999999999984 0.092845000000000025 0.062655000000000016 -0.015314999999999997 -0.090999999999999984 -0.52606999999999993 0.041865000000000006 0.12958500000000003 1.0000000180025095e-35 -0.08230999999999998 -0.054984999999999992 1.0000000180025095e-35 1.0000000180025095e-35 -0.11173999999999999 -0.10653 0.12000500000000001 0.095950000000000021 0.08815000000000002 -0.44310499999999992 0.11411 0.13436000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 11 6 24 16 12 -9 -5 13 -6 -1 -2 -7 -8 18 -14 -16 25 -22 23 -15 -3 27 -24 -20 -4 -11
right_child=1 5 28 10 8 15 7 9 -10 29 -12 -13 17 22 19 -17 -18 -19 20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004249839191017888 0.00058503107794749196 0.00026868949235292163 0.00035831276327371599 0.00050120288451860112 0.00039318018081579726 9.8010522982994319e-05 0.00052307176288046871 0.00044063531943396028 0.00038566915857298753 0.00026980722940701856 0.00033913463500200529 0.00066987642833396348 0.00063534867780215272 0.00063206396363919078 0.00036970771080444725 0.0002386152997171508 0.00034629206300950516 0.00058178171084151994 0.00058298641307428514 0.00050543342750236696 0.00053118316826663865 0.00063667632955936046 0.00058809846490390011 0.00046712006924064269 0.00015223931911787704 0.00039532567991320129 0.00056047277318579546 0.00049724852191466908 0.00024758181279388539 0.00016963728544618136
leaf_weight=22 45 30 30 37 30 75 24 25 41 155 60 62 28 30 21 23 20 105 37 78 184 30 776 65 66 23 618 300 54 27
leaf_count=22 45 30 30 37 30 75 24 25 41 155 60 62 28 30 21 23 20 105 37 78 184 30 776 65 66 23 618 300 54 27
internal_value=0 0.000305314 0.000428214 0.000549427 0.000555552 0.000242344 0.000273787 0.000306358 0.000518201 0.000277373 0.000400954 0.000574026 0.000525574 0.000570093 0.000510514 0.00013101 0.000442717 0.000531191 0.000522368 0.000476643 0.000516856 0.000545972 0.000572237 0.000519208 0.00018863 0.000499549 0.000575851 0.000506662 0.000287129 0.000254947
internal_weight=0 673 228 2448 2351 445 347 251 778 207 97 1573 737 1511 144 98 44 707 602 99 574 214 1489 95 96 360 1394 337 84 182
internal_count=3121 673 228 2448 2351 445 347 251 778 207 97 1573 737 1511 144 98 44 707 602 99 574 214 1489 95 96 360 1394 337 84 182
is_linear=0
shrinkage=0.00196078


Tree=9708
num_leaves=31
num_cat=0
split_feature=1 1 4 12 4 14 12 474 151 12 12 133 43 13 2 16 15 159 43 16 4 4 15 15 49 0 16 1 0 3
split_gain=0.15659 0.036926 0.0240601 0.0195127 0.0193141 0.0156427 0.0147793 0.0192331 0.0188649 0.0147349 0.0169428 0.0167842 0.0211899 0.0190706 0.0158757 0.0145897 0.0206618 0.0141258 0.0132831 0.0131619 0.0230828 0.0128163 0.0167034 0.0126199 0.0119439 0.0182502 0.0206885 0.0165943 0.0110733 0.0179749
threshold=0.10293500000000001 0.13707500000000003 -0.015039999999999998 -1.0000000180025095e-35 0.40124500000000002 0.062655000000000016 0.051320000000000005 0.086280000000000009 0.050660000000000004 0.11472500000000001 0.10742000000000002 0.089200000000000015 0.084740000000000024 -0.059629999999999996 0.10467500000000002 -0.008904999999999998 -0.092334999999999987 0.082105000000000025 -0.072864999999999985 -0.50690499999999983 0.022185000000000003 -0.15464999999999998 -0.013104999999999999 0.14654000000000003 -1.0000000180025095e-35 -0.040504999999999992 -0.27167499999999994 0.15471500000000002 -0.082974999999999979 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 17 10 11 12 14 -13 -4 18 -17 -1 -16 -20 -21 -7 -23 28 -3 26 -26 -27 -8 -30
right_child=1 24 9 -5 -6 21 23 -9 -10 -11 -12 13 -14 -15 15 16 -18 -19 19 20 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.003451208482837038 0.0016673112250282431 -0.00085661671680187983 0.0032568156898631381 0.0041885022031651299 0.00095317422370003028 0.0073898291947054016 0.0042529987573957928 0.0011624097979317108 0.00065682113587778692 0.004319334716225664 -0.00081579371355474002 0.0020532510427367545 0.0054499308779751045 -0.0019074402947444468 0.0004358823354722876 0.0020651566960926478 -0.0022868492826819422 0.0055000494804698973 0.0015998178011025575 0.0014949725596639127 0.0057370931158998405 0.0069915935769677175 0.0035518853634130213 0.0020708404693697744 0.0010050958174321314 0.0013737682713647649 0.004380545397871174 -0.0021041042269169578 0.0038399549251845379 0.00094823742031373769
leaf_weight=212 40 31 97 132 22 21 968 39 21 30 20 31 22 20 33 24 20 40 51 23 29 20 48 34 46 34 30 23 938 22
leaf_count=212 40 31 97 132 22 21 968 39 21 30 20 31 22 20 33 24 20 40 51 23 29 20 48 34 46 34 30 23 938 22
internal_value=0 0.00223386 0.00261313 0.00360218 0.00390244 0.0039299 0.003879 0.0032397 0.00353645 0.00218784 0.00201502 0.00217678 0.00246278 0.000500039 0.00222553 0.00166979 8.69722e-05 0.00377642 0.00218187 0.00274127 0.00386077 0.00523044 0.00456356 0.00398066 0.000911033 0.00132304 0.00233751 -2.95838e-05 0.00401434 0.00377369
internal_weight=0 736 572 172 2385 2363 2274 312 273 400 370 350 299 51 277 180 44 252 136 103 52 89 68 1962 164 133 76 57 1928 960
internal_count=3121 736 572 172 2385 2363 2274 312 273 400 370 350 299 51 277 180 44 252 136 103 52 89 68 1962 164 133 76 57 1928 960
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 47 1 2 150 2 4 2 1 1429 2 475 52 51 50 0 1 133 47 4 14 1
split_gain=12.7107 2.1049 1.19783 1.02888 0.778489 0.672997 0.415842 0.394409 0.333395 0.296682 0.268919 0.184803 0.177121 0.151004 0.130496 0.140292 0.13325 0.188549 0.121279 0.104366 0.0844006 0.0801256 0.109243 0.0736416 0.073122 0.071223 0.068359 0.146817 0.0766264 0.077004
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.40473500000000007 0.062655000000000016 0.13501500000000002 0.13082500000000002 0.092845000000000025 -0.090999999999999984 1.0000000180025095e-35 0.14122000000000004 -0.55119499999999988 0.092235000000000025 0.080270000000000022 0.084690000000000015 0.17025000000000004 -0.079029999999999975 0.13140000000000004 0.0038750000000000004 0.081075000000000022 0.13134000000000004 0.089770000000000016 0.091935000000000003 0.078345000000000012 0.41555500000000006 -0.46413499999999996 0.12040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 7 -6 11 12 18 -5 -1 19 20 -13 16 -16 21 -4 -7 26 -18 -23 25 -17 -21 28 -28 -3 -30
right_child=1 2 9 10 6 8 -8 -9 -10 -11 -12 14 -14 -15 15 24 17 -19 -20 23 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00034817972041188396 0.00052363700059789616 0.00027383811520777788 3.8932025502726381e-05 0.00044216357702591715 0.00043446320172213591 0.00056383885166572437 0.00018451797050904141 0.00066830711880757514 0.00029330269663345096 0.0002460833106010674 0.00022961916900171407 0.00067907224364459188 0.00031009268241781365 4.1072207303767213e-05 0.00054852379122016456 0.00049766684461989444 0.00052608789541414025 0.0003226577695093903 -7.919093665085847e-05 0.00049320565117851067 0.00030195137827014699 0.00036658252887671289 0.00054023166385171639 0.00035798578076096343 0.00038042891614550786 0.00042682791054478612 0.00032728563178501099 0.00011352269295481296 0.00016849699392302482 7.2445871980633005e-05
leaf_weight=22 71 20 110 37 83 47 37 79 48 22 60 22 26 31 973 291 427 20 48 206 22 30 26 23 22 89 30 21 136 42
leaf_count=22 71 20 110 37 83 47 37 79 48 22 60 22 26 31 973 291 427 20 48 206 22 30 26 23 22 89 30 21 136 42
internal_value=0 0.000204331 0.000166672 0.000508593 0.000223795 0.000516758 0.000357397 0.000532655 0.000447524 3.27511e-05 0.000310693 0.000526808 0.000466457 0.000170708 0.000528978 0.000527133 0.000535129 0.000509217 3.04657e-06 0.000477595 0.000185537 0.000516942 0.000447205 0.000464848 0.000489426 0.00047318 0.000175252 0.000239266 0.000158763 0.000145833
internal_weight=0 673 602 2448 422 2351 120 1912 439 180 97 1833 391 302 1811 1789 1476 503 158 365 271 483 56 318 313 295 249 51 198 178
internal_count=3121 673 602 2448 422 2351 120 1912 439 180 97 1833 391 302 1811 1789 1476 503 158 365 271 483 56 318 313 295 249 51 198 178
is_linear=0
shrinkage=0.00196078


Tree=9710
num_leaves=31
num_cat=0
split_feature=1 4 1 12 475 150 3 2 2 16 15 48 160 47 160 160 4 15 484 156 484 11 52 43 15 4 4 49 4 12
split_gain=0.169446 0.0295747 0.0236422 0.0237896 0.0201137 0.0193136 0.0191984 0.0187523 0.0153028 0.0162819 0.0141188 0.0175319 0.0280278 0.0220249 0.0134832 0.0278332 0.0416155 0.0323846 0.0248748 0.0246249 0.0221112 0.0204397 0.0187772 0.0299372 0.0348114 0.0225358 0.0182527 0.0159575 0.0178392 0.0213001
threshold=0.10920500000000001 0.27287000000000006 0.089770000000000016 0.087215000000000015 -0.086004999999999984 0.084680000000000019 -0.079979999999999982 0.25063000000000007 0.13404500000000005 0.13751500000000003 -0.15914499999999995 0.089350000000000013 -0.40957499999999997 0.077555000000000013 -0.089744999999999978 -0.063384999999999983 -0.0019149999999999998 -0.013969999999999998 0.087235000000000021 0.087400000000000019 -0.081614999999999979 0.081005000000000008 0.10024500000000001 -0.013024999999999998 0.092715000000000006 -0.15464999999999998 -0.082769999999999982 0.091115000000000015 -0.0016099999999999997 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 -4 -2 -6 -3 10 -10 -1 13 -13 14 20 16 17 -16 19 -19 -12 22 25 -24 -25 -17 -22 28 -27 -30
right_child=1 7 3 -5 6 -7 -8 -9 9 -11 11 12 -14 -15 15 21 -18 18 -20 -21 26 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.0055462954812072465 0.0031709090415932015 0.0014281426946005499 0.0056085224915295847 0.0038345425748399034 -1.4148019404420928e-05 0.0013445195693193677 0.0026542748612518184 -0.0014977019202585022 0.00061422620115249803 0.0042790870372713969 0.0075263401940464979 -0.00047898332355543976 0.0035016906360587339 0.0064787972828765448 0.0052901735561260701 0.0062922737086718947 -0.0012819973772148724 0.0028862388096749783 0.0044698995917483615 -0.0015982147927085561 0.0063240351995862117 0.00098179038835778123 0.0047178058917565716 -0.00042311154192665947 0.0035297132134084158 0.0041877715221202774 0.0040078925263260321 0.0033061213726806728 0.006494597865074031 0.0031614021756328071
leaf_weight=61 197 251 20 342 31 82 207 24 27 22 25 20 153 38 51 53 23 25 27 24 41 21 68 37 56 722 200 174 73 26
leaf_count=61 197 251 20 342 31 82 207 24 27 22 25 20 153 38 51 53 23 25 27 24 41 21 68 37 56 722 200 174 73 26
internal_value=0 0.00190873 0.00383712 0.00328763 0.00256266 0.00263412 0.00230671 0.0011728 0.00400473 0.00225967 0.00404931 0.00400014 0.0030415 0.00409862 0.00404367 0.00391802 0.00263199 0.00334083 0.00203271 0.000689772 0.00469557 0.00407485 0.00412858 0.0031231 0.00195708 0.00428304 0.00440193 0.00417602 0.00436038 0.00561921
internal_weight=0 554 2567 600 258 279 238 275 1967 49 1918 1857 173 1684 1646 1380 150 127 76 49 266 1230 1209 161 93 1048 241 995 821 99
internal_count=3121 554 2567 600 258 279 238 275 1967 49 1918 1857 173 1684 1646 1380 150 127 76 49 266 1230 1209 161 93 1048 241 995 821 99
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=31
num_cat=0
split_feature=1 3 4 2 97 4 2 14 0 133 42 47 14 12 474 151 151 39 16 47 2 16 52 0 16 43 482 16 4 4
split_gain=0.137917 0.034848 0.0226458 0.0231571 0.0194356 0.0170926 0.0148672 0.0206685 0.016192 0.0149693 0.0185962 0.0152346 0.0139911 0.0140591 0.0153015 0.0160285 0.0130935 0.0127398 0.0141815 0.0206461 0.0248707 0.0132895 0.0123387 0.0118765 0.0214243 0.0116729 0.0115058 0.013408 0.0124908 0.0110144
threshold=0.10293500000000001 0.31299000000000005 -0.04890499999999999 0.13093500000000002 -0.049229999999999996 0.40124500000000002 0.092235000000000025 -0.23083499999999998 0.024095000000000002 0.0068000000000000014 0.090545000000000014 0.11002500000000003 0.062655000000000016 0.051320000000000005 0.086280000000000009 0.050660000000000004 -0.084304999999999977 0.10166000000000001 -0.013024999999999998 0.081320000000000017 0.090050000000000005 0.042200000000000008 0.056145000000000007 -0.070499999999999993 0.15273500000000004 -0.073959999999999984 1.0000000180025095e-35 0.023255000000000001 0.27287000000000006 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 23 4 -4 12 8 -8 9 10 11 -6 13 14 15 16 -1 18 19 20 -18 -20 -3 -2 -25 -12 27 28 -5 -14
right_child=1 22 3 26 6 -7 7 -9 -10 -11 25 -13 29 -15 -16 -17 17 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001617081037319794 0.0055828073210167613 -0.00029347070972491284 4.469561322099146e-05 0.002885849662098653 0.0057697578884759234 0.00074014587708833544 0.0042544242993307274 0.0013040348704822561 0.00059607300949706277 0.0012751772202766287 0.0015714298523380422 0.0026717626119286499 0.0067722555205580737 0.0035914631434446906 0.0010159402691687529 0.00047913698723451009 -0.00015272257517574838 0.0017042112838304283 0.0064860066820983777 0.0056248406607968121 0.0037196470224190245 0.0039625431003514682 0.0020178997704078938 0.00089121385335602101 0.004052089765094794 0.0043986937517057302 0.0026797927023532492 -0.0018717659667701178 1.7612792993420546e-05 0.004152199936866322
leaf_weight=37 22 83 34 22 57 22 29 131 22 26 40 22 21 1962 39 21 27 29 32 24 43 60 32 32 65 23 24 23 49 68
leaf_count=37 22 83 34 22 57 22 29 131 22 26 40 22 21 1962 39 21 27 29 32 24 43 60 32 32 65 23 24 23 49 68
internal_value=0 0.00194869 0.0022448 0.00195078 0.00232728 0.00351462 0.00254902 0.00183879 0.00314711 0.00348117 0.00388509 0.00490703 0.00354045 0.00349231 0.00286878 0.00313347 0.00335467 0.00365369 0.00395765 0.0030938 0.00222602 0.00484027 0.000349693 0.0034851 0.00300933 0.00260361 0.00072556 0.000226607 0.000906362 0.00477042
internal_weight=0 736 621 502 384 2385 350 160 190 168 142 79 2363 2274 312 273 252 215 186 94 70 92 115 119 97 63 118 94 71 89
internal_count=3121 736 621 502 384 2385 350 160 190 168 142 79 2363 2274 312 273 252 215 186 94 70 92 115 119 97 63 118 94 71 89
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 2 4 14 1 3 2 0 49 1 4 49 2 123 0 0 50 15 3 43 156 48 157 1
split_gain=6.31545 0.984366 0.555063 0.512856 0.399311 0.33806 0.279832 0.235503 0.213577 0.198042 0.17162 0.170321 0.141267 0.100631 0.153977 0.128061 0.116953 0.0988949 0.0942029 0.0862088 0.081166 0.0786915 0.0786635 0.0846136 0.073689 0.0815368 0.0734446 0.0777113 0.0647193 0.0603584
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14753000000000002 0.10252500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.062655000000000016 0.093575000000000019 0.11658 0.13501500000000002 -0.10607499999999999 0.036705000000000008 0.085605000000000014 0.022185000000000003 -0.054984999999999992 0.094835000000000017 0.10695000000000002 -0.14723999999999998 -0.079119999999999982 0.041865000000000006 -0.41942499999999994 0.30112000000000005 -0.078139999999999973 -0.0011799999999999998 0.093265000000000015 -0.23976499999999998 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 9 -3 -8 -9 13 18 12 -7 14 15 20 21 -2 -4 24 -1 28 23 -6 25 -10 -23 -28 -15 -5
right_child=1 4 10 29 22 11 7 8 19 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00057789926873702633 0.00032655649118995626 0.00015612706963759063 0.00051690853412547839 0.00028487273607573479 0.00015660753271191748 0.00046031384232949902 0.00044361350826578204 0.00044658219600035473 0.00020203144855651201 0.00059418828949814513 0.00028453959808328493 0.00027229519253668124 0.00033208568194001583 0.00040761298714155818 0.00055997072982520951 0.00034495611333990007 0.00043506062561732799 0.0004668189231695686 0.00036978471995980446 0.00011986610962271022 0.00042047944978511147 0.00058360507551631234 0.00020474040883181193 2.136833169628554e-05 0.00018501445092896011 0.00030789854244142302 0.0004824540447252026 0.00036277156539009007 0.00051497667831605404 0.0001685252200866885
leaf_weight=20 23 96 27 60 29 308 30 21 40 83 62 23 37 22 35 56 99 121 44 21 34 26 23 46 46 93 402 22 1148 24
leaf_count=20 23 96 27 60 29 308 30 21 40 83 62 23 37 22 35 56 99 121 44 21 34 26 23 46 46 93 402 22 1148 24
internal_value=0 0.000268625 0.000483095 0.00037339 0.000214949 0.000490172 0.000246163 0.000280599 0.00025847 0.000500473 0.000359914 0.00043567 0.000446562 0.0004963 0.000446695 0.000410653 0.000500485 0.000444416 0.000425733 0.000238718 0.000478783 0.000504483 0.000104424 7.36608e-05 0.000252662 0.000276059 0.000482447 0.000476244 0.000512958 0.000251631
internal_weight=0 673 2448 228 445 2315 347 251 221 1947 133 368 345 1864 145 110 1719 144 71 200 54 1620 98 75 179 133 450 424 1170 84
internal_count=3121 673 2448 228 445 2315 347 251 221 1947 133 368 345 1864 145 110 1719 144 71 200 54 1620 98 75 179 133 450 424 1170 84
is_linear=0
shrinkage=0.00196078


Tree=9713
num_leaves=31
num_cat=0
split_feature=1 2 15 1348 151 34 2 14 4 1 4 31 2 11 52 41 159 13 2 0 2 160 1 3 41 131 2 0 3 3
split_gain=0.138336 0.0343146 0.0249135 0.0193846 0.0195171 0.0167657 0.0176281 0.0217595 0.0350277 0.0167142 0.0156853 0.0148233 0.0141055 0.0141667 0.014224 0.0185672 0.0174899 0.0320171 0.0147551 0.015149 0.0271564 0.0176907 0.0169002 0.0135673 0.013265 0.0131365 0.0271856 0.0119317 0.0111145 0.0350135
threshold=0.10293500000000001 0.14753000000000002 -0.083359999999999976 1.0000000180025095e-35 0.084990000000000024 -0.021334999999999996 0.10559 -1.0000000180025095e-35 0.51164000000000009 0.13743000000000002 0.40124500000000002 -0.077289999999999984 0.092235000000000025 0.080455000000000013 0.26391000000000003 0.075585000000000013 -0.46267499999999995 -0.077944999999999987 -0.0091949999999999983 -0.11756999999999999 0.086100000000000024 -0.037174999999999993 0.085605000000000014 -0.0049599999999999991 0.08110500000000001 0.090030000000000013 0.31358000000000003 -0.082844999999999988 -0.14186499999999996 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 4 9 11 -7 8 -8 -4 12 -2 13 14 15 18 -16 27 -1 20 21 -20 -22 -21 -17 26 -3 -18 -14 -30
right_child=1 25 3 -5 -6 6 7 -9 -10 -11 -12 -13 28 -15 16 24 17 -19 19 23 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015842784283449875 0.0014906617535884973 0.00090180533606502595 0.0031590868385263163 0.00017027192031188559 0.0061417773226276045 0.0031497998814894491 0.005120882530128725 0.00056252076383889865 0.00031210386659950021 0.00044154532253742217 0.00088049369356171651 -0.0017375298878178 0.0043991142847851789 0.0057242015272640856 0.0041781134321354331 0.0076795835094526409 0.0016158744096755981 -0.0016564535512034559 0.0022377807891461998 0.0037902284457421937 0.0029936327133327726 0.0063043418046815894 -0.00059376116922317914 0.0056848378352020897 0.0042817272211390514 0.0026127568534797148 -0.0029703121581114832 0.0048928385856561365 -0.00043677349436890204 0.0032349258376166224
leaf_weight=32 33 66 239 24 20 86 33 111 28 25 22 25 72 35 42 20 25 21 20 1225 24 23 29 39 27 21 25 20 27 682
leaf_count=32 33 66 239 24 20 86 33 111 28 25 22 25 72 35 42 20 25 21 20 1225 24 23 29 39 27 21 25 20 27 682
internal_value=0 0.00196999 0.00225927 0.00289929 0.00312992 0.00163546 0.00198082 0.00139632 0.00291357 0.00290174 0.0035383 9.91998e-05 0.00356305 0.00373471 0.0036897 0.00377277 0.00258286 0.0015677 0.00370677 0.00375671 0.00254566 0.00441292 0.00103072 0.00384869 0.00572762 0.000358297 -0.000161963 0.0030723 0.00321532 0.0030951
internal_weight=0 736 624 308 284 316 258 172 61 264 2385 58 2363 1582 1547 1439 108 66 1392 1360 96 43 53 1264 47 112 91 45 781 709
internal_count=3121 736 624 308 284 316 258 172 61 264 2385 58 2363 1582 1547 1439 108 66 1392 1360 96 43 53 1264 47 112 91 45 781 709
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=31
num_cat=0
split_feature=1 3 12 4 15 12 40 42 0 10 151 472 43 45 124 13 13 3 42 1208 1213 2 12 1208 1208 402 402 403 51 2
split_gain=0.112052 0.0300202 0.0200445 0.0229702 0.0203869 0.0178281 0.0319933 0.0154319 0.0143269 0.0136735 0.0136587 0.0134136 0.0116607 0.0115186 0.0117738 0.0114464 0.017186 0.0118083 0.0114382 0.0140622 0.0162182 0.0165889 0.0135811 0.0121888 0.0270051 0.012412 0.0217333 0.0165948 0.0201894 0.0169819
threshold=0.10293500000000001 0.30112000000000005 -1.0000000180025095e-35 0.024790000000000003 -0.03241999999999999 -0.10022999999999999 -0.063404999999999989 0.090545000000000014 0.18019500000000002 -0.086389999999999981 1.0000000180025095e-35 -0.072204999999999978 -0.079329999999999984 0.081955000000000014 -0.076779999999999987 0.054800000000000008 -0.11122999999999998 0.11658 0.11387000000000001 0.099975000000000008 -0.021674999999999996 0.080205000000000012 -0.064509999999999984 0.10480500000000002 1.0000000180025095e-35 0.089220000000000008 0.087360000000000007 0.23383500000000004 0.080335000000000018 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 10 -2 -7 11 9 -1 15 -4 -9 14 -11 16 -5 -18 22 20 -20 -22 -16 24 25 26 -24 28 29 -27
right_child=1 -3 3 4 -6 6 -8 12 -10 13 -12 -13 -14 -15 18 -17 17 -19 19 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00060806204448454087 0.0039010889787712828 0.00037445557536557321 0.0019351939610003132 9.3040883075445901e-05 -0.00048649587188265286 0.0017085773526923733 -0.0013067679781902661 0.00043131820112466811 0.00097534062124082245 0.0019788891991289951 0.0045230194035431612 0.0046539674383428405 0.0034855899717658764 0.0054134240645604828 0.0054294849654737236 0.00048764105596915003 0.0035847279537893554 0.0014199785826841018 0.0040570880752056841 0.0041553101551375891 -0.001054811558093537 0.0020458362610224867 0.0032202933325744146 0.00082966201414819802 0.0067949685247599111 0.0055361907290039118 -9.4963654410094031e-05 0.002687787879341548 0.0074250269902958761 0.0032280175853520634
leaf_weight=20 23 127 23 27 32 140 47 25 29 75 23 86 25 24 30 42 79 37 29 38 22 80 1749 20 22 51 20 70 21 85
leaf_count=20 23 127 23 27 32 140 47 25 29 75 23 86 25 24 30 42 79 37 29 38 22 80 1749 20 22 51 20 70 21 85
internal_value=0 0.001773 0.00206464 0.00248085 0.00186328 0.00127385 0.00095071 0.00341304 0.00318447 0.00321166 0.00222478 0.00408028 0.00195845 0.00323395 0.00321133 0.00193906 0.00236535 0.00289425 0.00325265 0.00246165 0.00197036 0.00137707 0.00331729 0.0032862 0.00331055 0.00327214 0.00318281 0.00396827 0.00453919 0.00409358
internal_weight=0 736 609 399 240 210 187 159 2385 2356 208 109 50 2336 2312 185 143 116 2237 169 131 102 2068 2038 2018 1996 1769 227 157 136
internal_count=3121 736 609 399 240 210 187 159 2385 2356 208 109 50 2336 2312 185 143 116 2237 169 131 102 2068 2038 2018 1996 1769 227 157 136
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 2 4 49 50 1 0 15 52 1 52 1 133 457 15 16 51 1 48 124
split_gain=7.20424 1.16558 0.62446 0.57762 0.440086 0.360943 0.262142 0.255277 0.242631 0.201413 0.193963 0.162002 0.112063 0.0942111 0.0930221 0.0864321 0.082011 0.174935 0.0736686 0.0671518 0.0593709 0.0584688 0.0668211 0.0576556 0.0564446 0.0556334 0.0543505 0.0529461 0.0525568 0.0502996
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.091265000000000013 -0.15464999999999998 -0.054984999999999992 0.041865000000000006 0.12408500000000001 -0.11173999999999999 -0.10653 -0.56176499999999996 0.091195000000000012 -0.16675999999999999 0.13075500000000004 -1.0000000180025095e-35 0.080930000000000016 -0.41942499999999994 0.11346000000000002 0.081440000000000026 0.12958500000000003 0.087310000000000013 -0.081214999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 29 9 27 11 -4 16 -10 -2 24 -14 17 -1 -13 -18 -11 22 -5 -20 -6 -7 -19 -8 -26 -3
right_child=1 4 10 21 14 25 8 -9 12 20 -12 18 15 -15 -16 -17 19 26 23 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00061306451089909763 0.0003678728544485945 0.00022562866234616225 0.00048777115979202891 0.00022503032304227032 0.00015338378663390796 0.00029926388882673706 0.00046474913171693389 0.00033129613718711862 0.00040842490234211379 0.0005348094962719901 0.00030400500830797403 0.00058944660512840039 0.00028152811417684839 0.00050477350519747004 0.00022817829525366564 0.00018640252270596733 0.00055276667279177704 0.00047874864704344717 0.00050692391932443521 0.0005146261617144783 0.00065697664139317531 0.00019651712093417064 0.00036081759484006158 0.00042417411742927429 -1.5202480545046221e-05 0.00043323779887056605 0.00036012578861126455 0.00033760703771429899 0.00011849451367286783 0.00013586381034472094
leaf_weight=28 23 48 34 22 29 26 34 24 20 20 63 40 125 121 23 52 1146 33 676 210 65 24 38 34 26 22 27 20 20 48
leaf_count=28 23 48 34 22 29 26 34 24 20 20 63 40 125 121 23 52 1146 33 676 210 65 24 38 34 26 22 27 20 20 48
internal_value=0 0.00029353 0.000522594 0.00040753 0.00023512 0.000528955 0.00026789 0.000532463 0.000301219 0.000534581 0.000368418 0.000530953 0.000269302 0.000482907 0.00011909 0.000253582 0.000543096 0.00048509 0.000507574 0.00054686 0.000628231 0.000278311 0.000311029 0.000502961 8.56367e-05 0.000360669 0.000425368 0.000417659 4.29266e-05 0.000180746
internal_weight=0 673 2448 228 445 2351 347 2303 251 2279 97 2194 197 144 98 177 1444 88 750 1356 85 84 60 710 75 48 60 54 46 96
internal_count=3121 673 2448 228 445 2351 347 2303 251 2279 97 2194 197 144 98 177 1444 88 750 1356 85 84 60 710 75 48 60 54 46 96
is_linear=0
shrinkage=0.00196078


Tree=9716
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 4 14 1 2 47 52 1 2 47 16 41 457 12 4 16 0 2 43 1 12 14 51 0
split_gain=6.44587 1.07134 0.594239 0.591577 0.464131 0.352936 0.294937 0.22792 0.224853 0.212552 0.154036 0.113046 0.0898006 0.0767417 0.074699 0.0702079 0.092281 0.06554 0.0627645 0.0715236 0.0639072 0.0633213 0.0611996 0.0584113 0.0566298 0.0566251 0.0560195 0.0485559 0.0623566 0.0509625
threshold=0.10508500000000001 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088725000000000012 0.13501500000000002 0.36766000000000004 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.089885000000000007 0.13082500000000002 -0.56176499999999996 0.085345000000000018 0.094835000000000017 0.090100000000000013 -0.105305 0.075585000000000013 0.080930000000000016 0.086915000000000006 0.033845000000000007 -0.44310499999999992 -0.098289999999999975 0.14019000000000004 0.064745000000000011 0.15799000000000005 0.09202500000000001 -0.46413499999999996 -0.065634999999999985 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 15 6 8 -6 10 14 13 25 -12 -5 -1 23 -17 -10 20 -20 24 -22 -15 27 26 -4 -14 -3 -29 -30
right_child=1 2 11 5 7 -7 -8 -9 17 -11 12 -13 18 22 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00052148370384091165 0.00049728939597266247 0.00032713243252589921 0.00014976082981658974 0.00051919165643040137 0.00044306951185335032 0.00030889612630870272 0.00028523179633068102 0.00025802697832377801 0.00054512420791446811 0.00028609524836430801 0.00055961882431782408 0.00027998145794207082 0.00052048177012791917 0.00041904207509749593 0.0003923437014216416 0.00024753251520736485 0.00041065607658203912 0.00065282319857626738 0.00032199852611990257 0.00047838003399537844 0.0005016605666581139 0.00042072520224094664 0.00049530143244016676 0.00013917594442922244 0.0004431279537840818 6.0373402516297595e-05 0.00047580688721018813 0.00014566971902169431 0.00031049260343269216 0.00022529604897162875
leaf_weight=26 71 21 123 878 83 39 25 37 45 69 45 22 183 45 51 40 20 42 23 22 51 137 401 26 103 35 263 30 34 131
leaf_count=26 71 21 123 878 83 39 25 37 45 69 45 22 183 45 51 40 20 42 23 22 51 137 401 26 103 35 263 30 34 131
internal_value=0 0.000269489 0.000242622 0.000486162 0.000282856 0.000493838 0.000497025 0.000386015 0.000499391 0.000365128 0.000495438 0.000148296 0.000474443 0.000508552 0.000435949 0.000241866 0.000301907 0.000597117 0.000469542 0.000398452 0.000473883 0.000442681 0.000487607 0.000226979 0.000484567 0.00012996 0.000494138 0.000237548 0.000227901 0.000242852
internal_weight=0 673 602 2448 422 2302 2263 120 2238 146 2151 180 827 1324 77 302 60 87 782 45 737 188 446 242 549 158 446 216 195 165
internal_count=3121 673 602 2448 422 2302 2263 120 2238 146 2151 180 827 1324 77 302 60 87 782 45 737 188 446 242 549 158 446 216 195 165
is_linear=0
shrinkage=0.00196078


Tree=9717
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 4 1 2 4 1 2 475 2 150 12 4 15 157 10 15 0 4 160 12 16 47
split_gain=9.53698 1.55163 0.963488 0.876831 0.554082 0.40779 0.32014 0.28416 0.221697 0.214472 0.214101 0.205938 0.173507 0.153662 0.15923 0.11944 0.112846 0.11169 0.0980545 0.106548 0.0917592 0.0876466 0.0828602 0.0709182 0.106578 0.0926106 0.0690949 0.0684253 0.066432 0.063841
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.13082500000000002 0.14960000000000004 0.40473500000000007 0.09253500000000002 0.14753000000000002 0.27834500000000006 0.089770000000000016 0.090425000000000019 -0.066784999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.091325000000000003 -0.51843499999999987 -0.41942499999999994 -0.069619999999999987 -0.38124499999999995 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 -1.0000000180025095e-35 0.11734000000000001 0.19444000000000003 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 29 6 13 11 15 -6 -5 12 -4 18 16 -7 -15 27 19 -1 -13 -20 -22 -21 25 -25 -14 -17 -23 -3
right_child=1 2 7 10 9 8 -8 -9 -10 -11 -12 20 26 14 -16 17 -18 -19 21 23 22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00075378897408963092 0.0005913230189268843 0.0002944503400290071 0.0003352486444454567 0.00052971562269684086 0.00054187690214174483 0.00063678594090296834 0.00072913930193606845 0.00037248716388873094 0.00036504076432779454 0.00034414080695973498 0.00033664550469046786 0.00018826976257853447 0.00026750043412372015 0.00045866056473231782 0.00042917547987686829 0.00055910010757476375 0.00058959765096047777 0.00041224310747986915 0.00046140972571364486 0.0007085183992331576 0.00013958423177474271 0.00059854549957438319 -1.3261545994288586e-05 0.00047939817571682062 0.00061842909803912715 0.00062418139065496814 0.00015649268339571989 0.00047609879504125597 0.0005057955520427871 0.00038784671059089685
leaf_weight=22 74 191 40 34 71 55 79 34 26 30 63 32 29 28 31 289 263 25 22 31 25 296 30 41 1037 29 84 44 33 33
leaf_count=22 74 191 40 34 71 55 79 34 26 30 63 32 29 28 31 289 263 25 22 31 25 296 30 41 1037 29 84 44 33 33
internal_value=0 0.000323459 0.000290368 0.000587013 0.000362574 0.000594551 0.000606925 0.000204722 0.000540657 0.000483143 0.00040432 0.000180955 0.000224267 0.000601657 0.000562767 0.000551713 0.000576999 0.000538643 0.000609945 0.000618634 0.000104786 0.00058123 5.62138e-05 0.000616021 0.00061343 0.00053938 0.000184981 0.000548133 0.000589242 0.00030821
internal_weight=0 673 599 2448 325 2351 1912 274 439 101 97 240 153 1833 322 413 291 358 1511 1160 87 351 55 1138 1107 70 113 333 329 224
internal_count=3121 673 599 2448 325 2351 1912 274 439 101 97 240 153 1833 322 413 291 358 1511 1160 87 351 55 1138 1107 70 113 333 329 224
is_linear=0
shrinkage=0.00196078


Tree=9718
num_leaves=31
num_cat=0
split_feature=1 3 2 4 4 4 2 1 15 41 3 0 0 49 4 15 1 43 15 1452 3 1454 160 52 13 133 4 160 480 43
split_gain=0.182126 0.0433186 0.0284867 0.0215321 0.0183054 0.0181934 0.0176038 0.0155948 0.0155627 0.0250823 0.0192625 0.0237816 0.0197208 0.0261771 0.0196259 0.0455718 0.0415754 0.020519 0.0189388 0.0186586 0.0182499 0.0156509 0.0197947 0.0152403 0.019618 0.0160355 0.0148309 0.0136465 0.0135415 0.0147051
threshold=0.102705 -0.049509999999999992 0.31358000000000003 0.42642000000000008 0.40124500000000002 -0.17966999999999997 0.14122000000000004 0.13501500000000002 0.040760000000000005 0.07677500000000001 0.092670000000000016 0.047850000000000011 -0.075934999999999989 -0.053364999999999996 -0.17966999999999997 -1.0000000180025095e-35 0.080000000000000016 -0.091274999999999981 -0.037864999999999989 0.087295000000000011 -0.047929999999999993 0.093640000000000015 -0.54913999999999985 0.10611000000000001 -0.081224999999999978 -0.020859999999999997 -0.07168999999999999 -0.025879999999999997 0.086995000000000017 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 6 -3 8 -7 10 20 12 18 19 -14 16 -16 17 -15 -12 -1 21 22 -10 27 -25 -26 -27 -24 29 -29
right_child=1 2 -4 -5 -6 7 -8 -9 9 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.004177408795999908 0.0037825285761098511 0.0038493962933319964 -0.001690041542093715 0.0015974866329455388 0.0012481103166712935 0.0021235405993635837 0.0020920921107839292 0.00077498311126668524 0.006871148721159747 0.0070180338300840075 0.0030048027024443809 0.0047111980286577062 -7.3854635896471643e-05 0.00070991586359344771 0.0036130137184763478 -0.001163175689947346 0.0074876037825431152 0.0047306701727211483 -0.00071201930124796216 0.0062911417329980235 0.0064366747537150798 0.0015829603852970258 0.0065718073317588407 0.0011148759749748053 0.0063751849187114705 0.001607211193550029 0.0041735528910066934 0.0046192375361519345 0.001793966256082058 0.0033803868798778051
leaf_weight=821 216 44 23 57 22 278 41 124 30 37 29 31 21 22 152 23 35 30 26 44 41 21 29 31 22 32 76 630 20 113
leaf_count=821 216 44 23 57 22 278 41 124 30 37 29 31 21 22 152 23 35 30 26 44 41 21 29 31 22 32 76 630 20 113
internal_value=0 0.00232484 0.00174189 0.00332631 0.00411929 0.00191887 0.00414609 0.00170757 0.00418245 0.00445929 0.00393972 0.00249621 0.00404786 0.00332325 0.00359553 0.00298529 0.00482304 0.00302958 0.00124776 0.00428493 0.00436869 0.00428424 0.00434195 0.00426233 0.00337538 0.00391442 0.00341316 0.00444263 0.00436171 0.00443083
internal_weight=0 742 469 273 2379 446 2357 402 2316 1082 1234 86 1148 283 262 175 87 52 55 865 1045 1004 983 953 161 130 108 792 763 743
internal_count=3121 742 469 273 2379 446 2357 402 2316 1082 1234 86 1148 283 262 175 87 52 55 865 1045 1004 983 953 161 130 108 792 763 743
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 4 124 4 52 4 15 11 13 51 150 15 4 12 47 12 3 0 16 160 0 49 13
split_gain=4.48538 0.75536 0.424045 0.420112 0.278598 0.209149 0.164893 0.124514 0.111799 0.110745 0.105251 0.103073 0.109758 0.0713663 0.10353 0.0707453 0.0840089 0.102674 0.0776848 0.0633664 0.0622653 0.0597333 0.0567501 0.0525353 0.0523227 0.0508044 0.0454278 0.0445523 0.0408903 0.0387618
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.15471500000000002 0.40473500000000007 -0.080389999999999989 -0.15464999999999998 1.0000000180025095e-35 0.24564500000000003 0.024640000000000006 0.075910000000000019 -0.078704999999999983 0.082455000000000014 -1.0000000180025095e-35 -0.07879499999999999 -0.17966999999999997 0.11586 0.078345000000000012 -0.10022999999999999 0.42240500000000009 -0.067094999999999988 -0.12029499999999999 -0.073679999999999982 -0.063634999999999983 -0.08130999999999998 -0.093839999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 6 13 10 -6 28 -4 12 25 15 -15 24 17 -17 -19 -20 22 -3 -12 -9 -1 -8 -24 -21 -5 -28
right_child=1 2 7 9 8 -7 11 23 -10 -11 20 -13 -14 14 -16 16 -18 18 19 27 -22 -23 26 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00043454187516072458 0.00041548793865974832 0.00019945484222032967 0.00030079188119240947 0.00030205910519709412 0.00038105751727536644 0.00028645176667981828 0.00042272968587013114 0.00011609501530938328 0.00024146444196173665 0.00038688315876892631 0.00020840038139117406 0.0004207165574041812 0.00024110709390715425 0.00042992647575996876 0.00051443973029138823 0.00027232022896664691 0.00034817101829212724 0.00045996813492022728 0.0004343920354743913 0.00039026167791900461 0.00025600684762355828 0.00028397432641281197 0.00019242105288796272 -1.0971265800177733e-05 0.00035231093049743306 0.00034420535818547205 4.3339457908118303e-05 0.00030957770312116259 0.00020355743800264025 0.00012770692158152477
leaf_weight=423 74 183 21 26 71 48 45 29 32 28 40 113 32 1005 59 20 114 110 102 106 21 39 30 22 32 107 28 35 43 83
leaf_count=423 74 183 21 26 71 48 45 29 32 28 40 113 32 1005 59 20 114 110 102 106 21 39 30 22 32 107 28 35 43 83
internal_value=0 0.000228593 0.000205504 0.000409337 0.000253407 0.000414554 0.000417224 0.000148686 0.000337689 0.000282879 0.000168675 0.000374105 0.00034548 0.000423608 0.000434613 0.000411179 0.000394754 0.000408992 0.000416735 0.000397164 0.00015494 0.000214303 0.000143215 6.12821e-05 0.000428759 0.000367453 0.000124722 0.000370234 0.000240674 0.000106425
internal_weight=0 673 599 2448 325 2351 2303 274 103 97 223 297 184 2006 1064 942 487 373 353 243 202 222 181 51 455 152 141 141 69 111
internal_count=3121 673 599 2448 325 2351 2303 274 103 97 223 297 184 2006 1064 942 487 373 353 243 202 222 181 51 455 152 141 141 69 111
is_linear=0
shrinkage=0.00196078


Tree=9720
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 14 1 2 4 0 15 4 0 50 49 4 1 47 150 3 1 1 124 15 151 0 4
split_gain=5.82676 0.99332 0.519455 0.431922 0.331636 0.288779 0.21884 0.228898 0.181935 0.1491 0.13428 0.122185 0.115607 0.112251 0.0920423 0.100877 0.0916005 0.081945 0.0793324 0.0704273 0.0781664 0.0685546 0.0595414 0.0594205 0.0487665 0.0480565 0.0478152 0.0491023 0.045776 0.0444741
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 -0.55119499999999988 -0.079119999999999982 0.041865000000000006 -0.054984999999999992 -0.15464999999999998 0.083345000000000016 0.093140000000000014 1.0000000180025095e-35 -0.12711499999999995 0.13436000000000001 0.076935000000000017 -0.081214999999999982 -0.41942499999999994 -1.0000000180025095e-35 -0.030209999999999997 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 6 8 25 -8 11 -4 21 12 13 -1 -14 -16 26 -2 -9 -13 -21 24 -17 -20 28 -3 -6 -28 29 -7
right_child=1 4 9 -5 16 10 7 18 -10 -11 -12 19 14 -15 15 22 -18 -19 23 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00056138983010635966 0.00036168863658633685 0.00023732732013598376 0.00048461791378359833 0.00029205266526708052 0.00017306471547014896 0.00050315943641577839 0.00041662800188677502 0.00038958613852075501 0.0006129040107497153 0.00031496907792653031 0.00035816206494239367 0.0004928444268029067 0.0006484131945673462 0.00039735729845748581 0.00053266697455278808 0.00041942660527235988 0.0002521592334868785 0.0004893665223845283 0.00027454564557258596 0.00030888460010436235 0.0004671366454339495 0.00038062130958626427 0.00050405850849342222 0.0001746246083277719 0.00052549187026338978 0.00014958675678559196 0.00013831191174951574 1.0066300746033674e-05 0.00039571809011096712 0.00045197071350496886
leaf_weight=23 23 48 28 84 29 139 54 20 79 69 41 108 23 53 1173 35 23 121 150 20 30 27 368 27 81 48 22 24 28 123
leaf_count=23 23 48 28 84 29 139 54 20 79 69 41 108 23 53 1173 35 23 121 150 20 30 27 368 27 81 48 22 24 28 123
internal_value=0 0.000298552 0.000504557 0.000403792 0.000244632 0.000510359 0.000273078 0.000303531 0.000520772 0.00036394 0.000465007 0.000516801 0.000521718 0.000446999 0.000525269 0.000523472 0.000143908 0.000468974 0.00027253 0.000464677 0.000403836 0.000476013 0.000496708 0.000259303 0.000482956 0.000193457 0.000110711 7.14012e-05 0.000471075 0.000479128
internal_weight=0 673 2448 228 445 2351 347 251 1912 97 439 1833 1675 76 1599 1576 98 144 197 158 50 398 403 177 371 96 75 46 290 262
internal_count=3121 673 2448 228 445 2351 347 251 1912 97 439 1833 1675 76 1599 1576 98 144 197 158 50 398 403 177 371 96 75 46 290 262
is_linear=0
shrinkage=0.00196078


Tree=9721
num_leaves=31
num_cat=0
split_feature=1 1 12 12 4 2 4 1 2 4 2 1 14 2 4 1 12 43 39 1 50 49 47 16 47 1447 15 43 160 10
split_gain=7.44928 1.09613 0.655043 0.644639 0.375573 0.328458 0.263653 0.240662 0.230028 0.208728 0.20584 0.131534 0.116483 0.109712 0.0842129 0.103365 0.0906569 0.0850966 0.0793579 0.0755206 0.0657608 0.0628971 0.0620139 0.0590849 0.0586865 0.0581788 0.0538433 0.0534802 0.0477657 0.0467565
threshold=0.10508500000000001 0.12337000000000002 -0.029094999999999999 0.087215000000000015 0.36766000000000004 0.13712500000000002 0.27287000000000006 0.092845000000000025 0.14285500000000004 0.40473500000000007 0.089885000000000007 0.15471500000000002 0.062655000000000016 0.094835000000000017 -0.013514999999999998 0.088975000000000012 0.090285000000000018 0.064745000000000011 0.087690000000000004 0.091195000000000012 0.086295000000000011 0.088340000000000016 0.10350500000000001 0.10246000000000001 0.078345000000000012 -0.082869999999999985 -0.11033999999999998 0.13895500000000002 -0.075414999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 23 5 10 8 13 18 22 12 28 19 -1 17 16 -16 25 -3 -4 -10 -15 -5 24 29 -12 -18 -19 -8 -2
right_child=1 6 4 9 -6 -7 11 -9 20 -11 14 -13 -14 21 15 -17 26 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056349400232652991 0.00019053322614421533 0.00038264024758716893 0.00055084295390218723 0.00052850772089006336 0.00029334250759778665 0.00034957905910270996 0.00024319073535233339 0.00030458663522187822 8.1912288243762474e-05 0.00031381493694532443 0.00062772830334375444 4.0886302945577127e-05 0.00063268916864021147 0.00033759929915415306 0.0005378446140397792 0.00038081399927214791 0.00055216138018947345 0.00040040329511783021 0.00025220836586419031 0.00051053788356567346 0.00023564589237246443 0.00047439180878030153 0.00043807977042039807 0.00039157445414685733 0.00035572226147653795 0.00053183896446219671 0.00045979996804814993 0.00050705109762478305 0.00015596231864830208 0.00027935419510824845
leaf_weight=28 27 47 1111 72 26 38 31 66 23 32 26 35 60 24 131 32 28 29 29 213 20 28 49 20 33 378 182 48 109 146
leaf_count=28 27 47 1111 72 26 38 31 66 23 32 26 35 60 24 131 32 28 29 29 213 20 28 49 20 33 378 182 48 109 146
internal_value=0 0.000286665 0.000519593 0.000356361 0.00052767 0.000530347 0.000196819 0.000392232 0.000268026 0.000454644 0.000533417 0.000148399 0.000548188 0.00046454 0.000509478 0.000487367 0.000497366 0.000526624 0.00033287 0.000544359 0.000153416 0.000411257 0.000491888 0.000289825 0.000279946 0.00053801 0.000472115 0.000466885 0.000175277 0.000265492
internal_weight=0 673 2448 379 2302 2276 294 146 119 153 2238 175 1384 80 854 373 341 481 76 1324 43 52 121 226 206 404 210 77 140 173
internal_count=3121 673 2448 379 2302 2276 294 146 119 153 2238 175 1384 80 854 373 341 481 76 1324 43 52 121 226 206 404 210 77 140 173
is_linear=0
shrinkage=0.00196078


Tree=9722
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 2 12 4 2 2 2 2 14 4 52 4 14 47 1 49 0 15 50 1 124 16 4 0 3 1
split_gain=8.29818 1.0091 0.893615 0.587337 0.536152 0.465764 0.327703 0.273328 0.260572 0.269909 0.19552 0.185946 0.180407 0.166296 0.134395 0.10713 0.104505 0.108414 0.101661 0.101125 0.0988828 0.140918 0.093498 0.0893895 0.0796705 0.0732681 0.0674175 0.0659825 0.0595469 0.0581292
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.092845000000000025 0.14753000000000002 0.091325000000000003 -0.16363499999999997 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.13501500000000002 0.076175000000000007 0.033845000000000007 1.0000000180025095e-35 -0.04890499999999999 0.062655000000000016 0.077555000000000013 0.10124500000000002 -0.012034999999999999 -0.11437499999999999 -0.095244999999999982 0.041865000000000006 0.12408500000000001 -0.072314999999999977 0.10994000000000002 -0.50262499999999988 -0.10011499999999998 -0.045649999999999989 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 8 12 -6 -3 -10 16 13 20 27 18 -11 17 25 24 -2 21 -4 -7 -17 -9 -1 -22 -8 -29 -5
right_child=1 5 6 29 7 22 11 14 9 15 -12 -13 -14 -15 -16 23 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00049912455073452579 0.00038534143026552946 0.00019664790463067738 0.00061078560090755101 0.00032466582362266147 0.00056496847616502712 9.6429744686663538e-05 0.00065993136238484153 0.00032557078144129586 0.00046330268045210814 0.00042317750261110416 0.00036679079811110474 0.00041027295936816135 0.00071836803823023499 0.00049304710070967046 0.00050409212127434163 0.00030387830809709026 0.00068500507589755 0.00064506077263515337 0.00028960809340906706 0.00053917760377192433 0.00070667763916300796 0.00038081073010449903 0.00023933544884795498 0.00020350234358604055 0.00047484991305014667 0.0005973518379147946 0.00059455019032885446 0.00056602710568235076 0.00045739575782242941 0.00020727014653780347
leaf_weight=126 20 90 21 50 31 75 28 27 42 20 23 36 46 142 22 103 22 33 72 92 21 20 23 51 28 38 1128 647 20 24
leaf_count=126 20 90 21 50 31 75 28 27 42 20 23 36 46 142 22 103 22 33 72 92 21 20 23 51 28 38 1128 647 20 24
internal_value=0 0.000302635 0.000560859 0.000422145 0.000478494 0.000247613 0.000577339 0.000397456 0.00028529 0.000322224 0.00053877 0.000548257 0.000597881 0.000554191 0.000362604 0.00028817 0.000556832 0.000542518 0.000338094 0.000511707 0.000593223 0.000498603 0.000129969 0.000270637 0.000401567 0.000521885 0.0005966 0.000566684 0.00056277 0.000286592
internal_weight=0 590 2531 186 422 404 2109 180 306 216 242 873 1236 837 149 174 219 197 127 112 1190 41 98 154 55 164 1149 695 667 74
internal_count=3121 590 2531 186 422 404 2109 180 306 216 242 873 1236 837 149 174 219 197 127 112 1190 41 98 154 55 164 1149 695 667 74
is_linear=0
shrinkage=0.00196078


Tree=9723
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 4 4 2 1 4 2 2 14 3 2 14 52 1 3 16 1 0 4 15 39 13 0 4 0
split_gain=8.37627 1.3175 0.777053 0.631071 0.510366 0.405841 0.31066 0.240889 0.228468 0.226941 0.218683 0.180362 0.236481 0.163597 0.259696 0.130753 0.121638 0.114168 0.108742 0.101344 0.0963913 0.0601978 0.0537593 0.0572559 0.0532515 0.0530757 0.0512242 0.0512203 0.0495731 0.052325
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.13501500000000002 0.40124500000000002 -0.35136499999999998 0.14753000000000002 0.09253500000000002 -0.078439999999999996 -1.0000000180025095e-35 0.10613000000000002 -1.0000000180025095e-35 0.092670000000000016 0.095545000000000005 0.062655000000000016 0.048770000000000008 0.122715 -0.11171999999999999 -0.53943499999999989 0.13075500000000004 -0.083554999999999977 -0.55119499999999988 0.090455000000000021 0.096625000000000016 -0.47860499999999995 -0.066689999999999985 0.033845000000000007 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 7 6 10 -3 11 -4 16 -9 -13 -12 15 20 22 26 -2 -17 -15 -5 -1 -24 -18 -14 -6 28 29 -22
right_child=1 4 9 21 17 -7 -8 8 -10 -11 13 12 25 14 -16 19 24 -19 -20 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060378167650838649 0.00053186552743574348 0.00044447805975971654 0.00050892925664413008 0.000324152166836475 0.0001082366279357368 0.00038046197618777847 0.00034070975311538751 0.00019099180581000764 0.00013441721799763593 0.00031015386838562163 0.00069552888694528474 0.0004308270817026009 0.00028966602220729839 0.00069806803383079226 0.00037997695828686237 0.00038466566881420564 0.00072853858015470676 0.00020167290017163462 0.0003975079473589142 0.00052801588898924382 0.00046912773128818063 0.00020795956781298361 0.00066069530949648323 0.00056625714399364201 0.00060223196254891834 0.00019314417350042729 -1.0816870200952965e-05 0.00046700492248921894 0.00052411391292842165 0.00057069813836693826
leaf_weight=309 115 30 34 60 33 48 24 64 47 63 29 48 139 20 35 20 33 34 29 365 20 24 26 487 21 26 24 22 112 780
leaf_count=309 115 30 34 60 33 48 24 64 47 63 29 48 139 20 35 20 33 34 29 365 20 24 26 487 21 26 24 22 112 780
internal_value=0 0.000304817 0.000551812 0.000426019 0.000242718 0.000558908 0.000562628 0.000276385 0.000260821 0.000379828 0.000564965 0.000282269 0.000309695 0.000549788 0.000546712 0.00055107 0.000589272 0.000111748 0.000504807 0.000520569 0.000563379 0.000290954 0.00058335 0.000571043 0.000679419 0.000274457 5.81088e-05 0.000560495 0.00056275 0.000568159
internal_weight=0 673 2448 228 445 2351 2303 354 324 97 2279 277 213 1403 1374 1339 876 91 144 385 954 84 822 513 54 165 57 934 912 800
internal_count=3121 673 2448 228 445 2351 2303 354 324 97 2279 277 213 1403 1374 1339 876 91 144 385 954 84 822 513 54 165 57 934 912 800
is_linear=0
shrinkage=0.00196078


Tree=9724
num_leaves=31
num_cat=0
split_feature=1 3 123 4 1 2 47 1 14 2 2 1 2 16 150 49 12 4 1 15 2 4 159 150 2 52 15 15 2 47
split_gain=14.4376 2.23068 1.28444 1.09274 0.784617 0.779176 0.439721 0.411269 0.385141 0.352078 0.256606 0.201936 0.200656 0.187302 0.176868 0.160417 0.145682 0.175252 0.124748 0.123302 0.110804 0.110036 0.102188 0.112688 0.10556 0.0966702 0.096571 0.0924515 0.0902762 0.0797723
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.11690500000000002 0.099185000000000009 0.085505000000000012 0.09253500000000002 0.062655000000000016 0.14960000000000004 0.14960000000000004 0.089625000000000024 0.090425000000000019 -0.061854999999999993 1.0000000180025095e-35 -0.054984999999999992 0.09141500000000001 -0.51843499999999987 0.13075500000000004 1.0000000180025095e-35 -0.0091949999999999983 0.057560000000000007 0.08154500000000002 1.0000000180025095e-35 0.11237500000000002 0.12418000000000001 -0.41942499999999994 0.013270000000000002 0.088850000000000012 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 22 8 10 -4 11 14 19 16 20 -8 21 -2 17 -1 -5 25 -13 -7 23 24 -3 -6 -12 -18 -19 -17
right_child=1 4 7 18 6 9 13 -9 -10 -11 26 12 -14 -15 -16 29 27 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082360721435867433 0.00039189899036976786 0.00045945397025537444 0.00055757447638932396 0.00030838942642208021 8.5660439647362844e-05 0.00058418591724554664 0.0001902715512602093 0.00028998504989988314 0.00076852961394347635 0.00032059187975573057 8.2428780057688681e-05 0.00046500800001194405 0.00041281855617668117 0.00039452882535776504 0.00040458354985482305 0.00061573789879910805 0.00056190397107689434 0.00065229594693647173 0.000141124185889935 0.00026707991294173239 0.00060670041496898382 0.00051045039722058213 0.0002240400946205139 0.00027283966327373052 0.00029910630563418766 0.00022719098240746866 -6.933867027435233e-05 0.00062790704766140393 0.00061043898013475183 0.00051446007422632117
leaf_weight=21 23 38 34 60 96 309 45 63 76 26 27 23 25 28 28 67 143 876 24 24 274 104 41 56 27 23 40 190 256 54
leaf_count=21 23 38 34 60 96 309 45 63 76 26 27 23 25 28 28 67 143 876 24 24 274 104 41 56 27 23 40 190 256 54
internal_value=0 0.000280622 0.000604896 0.00043833 0.000199819 0.000614019 0.000137526 0.000383779 0.000631791 0.000542321 9.19559e-05 0.000626043 0.000581527 0.000268617 0.000555394 0.000542007 0.000635689 0.000646123 0.000260599 0.000138872 0.000595728 0.000565618 0.000308641 0.000337307 0.000392848 0.000113015 -8.17865e-06 0.000599563 0.00064283 0.00057054
internal_weight=0 673 2448 228 445 2351 283 97 1884 467 210 1808 322 73 441 144 1486 1153 84 143 297 413 162 121 65 119 67 333 1132 121
internal_count=3121 673 2448 228 445 2351 283 97 1884 467 210 1808 322 73 441 144 1486 1153 84 143 297 413 162 121 65 119 67 333 1132 121
is_linear=0
shrinkage=0.00196078


Tree=9725
num_leaves=31
num_cat=0
split_feature=1 52 2 52 123 2 51 4 16 47 48 1 14 16 132 15 48 1 42 0 1203 1446 50 1452 1456 1213 1 2 52 48
split_gain=0.388899 0.0867886 0.0527817 0.0382607 0.0323313 0.0293154 0.0261488 0.021206 0.0203485 0.0171193 0.0245163 0.0189883 0.0232235 0.019676 0.0169844 0.0249451 0.0417621 0.0168445 0.016827 0.0158691 0.0208695 0.0192515 0.0232631 0.0201606 0.0271664 0.0203586 0.0212038 0.02988 0.0202896 0.01584
threshold=0.10312500000000001 -0.40967499999999996 0.14753000000000002 0.19022000000000003 1.0000000180025095e-35 0.13501500000000002 -0.41904999999999998 0.042705000000000007 -0.44310499999999992 0.078345000000000012 0.12118000000000002 0.13146500000000003 -0.46885499999999997 -0.008069999999999999 0.08764000000000001 -0.41942499999999994 0.085790000000000019 0.08592000000000001 0.093505000000000019 -0.082974999999999979 0.087970000000000007 0.088500000000000009 0.12170000000000002 0.087755000000000014 -0.089834999999999984 0.104315 0.085110000000000005 0.086100000000000024 -0.068719999999999989 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 -3 19 17 11 -11 12 -8 -14 15 -4 -17 -9 -13 20 21 22 23 24 -1 26 -26 -28 -29 -21
right_child=1 2 14 -5 -6 -7 9 8 -10 10 -12 18 13 -15 -16 16 -18 -19 -20 29 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0037134299633672114 0.0062853559924082626 0.0065279053346741769 0.0028599172015674416 0.0057424406032459659 0.0040994308775920861 0.0036398982920218259 0.0061654048405630005 0.0072055406607687477 0.0047206663900119742 0.0053958957647535439 0.0021534936647348772 0.0023709433658896436 0.0033572879135681435 0.0012940782960504296 0.0031299917177031083 -0.0043002543690487402 0.0012299643315297241 0.0039393260981887583 -0.00033446122226970539 0.0060717156084153442 0.0095162618662352153 0.0083018362746332536 0.0035716027844343978 0.0090904770285955491 0.0068641326120086887 0.0041602456838720379 0.0065637734425385954 0.0051825618417933586 0.0012507982574225893 0.0043689623202100908
leaf_weight=37 90 21 26 61 85 48 22 75 187 58 39 67 160 65 28 22 36 20 35 941 23 54 29 28 608 36 106 35 21 58
leaf_count=37 90 21 26 61 85 48 22 75 187 58 39 67 160 65 28 22 36 20 35 941 23 54 29 28 608 36 106 35 21 58
internal_value=0 0.00337773 0.00296885 0.0033871 0.00601475 0.00608535 0.00307945 0.00613734 0.00532612 0.00291707 0.00409225 0.00259045 0.00306445 0.00276125 0.00099706 0.000286083 -0.000867705 0.00651792 0.00144262 0.00625311 0.00653967 0.00646791 0.00635787 0.00645064 0.00636296 0.00648459 0.00659326 0.00557664 0.00370815 0.00597286
internal_weight=0 730 640 528 2391 2306 467 2258 282 446 97 349 247 225 112 84 58 95 102 1976 977 954 900 871 843 806 770 162 56 999
internal_count=3121 730 640 528 2391 2306 467 2258 282 446 97 349 247 225 112 84 58 95 102 1976 977 954 900 871 843 806 770 162 56 999
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=31
num_cat=0
split_feature=1 52 3 52 4 2 51 13 48 47 51 11 2 123 14 16 15 1 50 4 13 47 42 4 15 40 3 48 12 1
split_gain=0.315008 0.0702987 0.0456326 0.0340662 0.0263352 0.0263023 0.0216443 0.0205257 0.017914 0.0189731 0.0292908 0.0178482 0.0176555 0.0189332 0.0170819 0.0172746 0.0279454 0.0178298 0.0164758 0.0201291 0.0157089 0.0162657 0.0163545 0.0215856 0.0154484 0.0152395 0.0160158 0.0148718 0.014286 0.0138928
threshold=0.10312500000000001 -0.40967499999999996 0.31534000000000006 0.19022000000000003 0.40124500000000002 0.092235000000000025 -0.41904999999999998 -0.47860499999999995 0.15068000000000001 0.078345000000000012 0.10532000000000001 0.080455000000000013 0.15109000000000003 0.084025000000000016 -0.47013499999999991 -0.42170999999999997 -0.42198999999999992 0.11829500000000003 0.099210000000000007 0.40473500000000007 -0.07743499999999999 0.081320000000000017 -0.082179999999999989 -0.012509999999999999 0.013270000000000002 -0.065969999999999987 0.149315 0.10184000000000001 0.087215000000000015 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 11 -3 -4 9 10 14 29 13 20 -8 17 -17 -16 19 -11 28 22 23 -22 25 -18 -27 -23 -7 -1
right_child=1 2 7 -5 -6 12 8 -9 -10 18 -12 -13 -14 -15 15 16 24 -19 -20 -21 21 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0058129288854334793 0.0056568203918545305 0.0058751147063005535 0.0017307858959298005 0.0052234627212578016 0.0019693845121020624 0.0077760529875590956 0.0047610853312780033 -0.0013931256031024864 -0.00019221960101276637 0.0059579640515445877 0.0055618281851315668 0.0079129476259861675 0.0021114348522609191 0.0029326685093110428 0.0041939960787369104 -0.0016434556977064523 0.0027742827750461283 0.0017298683485326668 0.0018190589859150353 0.0021701805200427769 0.0072047166763459921 0.0087368337786756459 0.0043858344735791394 0.0044146857677811856 0.0043637373883809363 -0.00046884483741940547 0.002402796722467869 0.0048804357554763558 0.0055348936897226149 0.0051407550707631188
leaf_weight=1126 90 21 58 62 22 34 23 33 22 47 27 35 21 40 55 27 53 63 25 20 54 20 365 57 21 52 31 20 174 423
leaf_count=1126 90 21 58 62 22 34 23 33 22 47 27 35 21 40 55 27 53 63 25 20 54 20 365 57 21 52 31 20 174 423
internal_value=0 0.00303996 0.00267196 0.00301574 0.00541328 0.00544526 0.00273468 0.000597939 0.00259316 0.00273117 0.00239697 0.00567983 0.00497194 0.00505056 0.00213405 0.00193397 0.00132831 0.0028784 0.00400983 0.00482728 0.00516757 0.00487183 0.00470908 0.005772 0.00183938 0.00144959 0.000603696 0.00680863 0.00590124 0.00562937
internal_weight=0 730 640 549 2391 2369 487 91 466 444 352 1584 785 764 325 302 184 118 92 67 724 516 476 111 157 136 83 40 208 1549
internal_count=3121 730 640 549 2391 2369 487 91 466 444 352 1584 785 764 325 302 184 118 92 67 724 516 476 111 157 136 83 40 208 1549
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 4 1 14 2 3 39 1 1 52 50 4 40 14 1 2 4 41 1447 1 2 2 47
split_gain=6.00047 0.93572 0.526806 0.415619 0.329889 0.280289 0.19717 0.209651 0.19327 0.172222 0.160897 0.125855 0.0877707 0.0951501 0.0803463 0.0788516 0.0703147 0.0587992 0.0572428 0.0545394 0.053546 0.048366 0.108274 0.0441487 0.0438271 0.0496918 0.0433084 0.0430794 0.0421752 0.0420909
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.40124500000000002 0.092845000000000025 0.062655000000000016 0.089885000000000007 0.30112000000000005 0.095830000000000012 0.091450000000000017 0.122715 -0.56176499999999996 0.041865000000000006 -0.022844999999999997 -0.077474999999999988 0.096015000000000017 0.089770000000000016 0.097845000000000015 0.061775000000000004 0.081560000000000007 -0.082869999999999985 0.13075500000000004 0.31358000000000003 0.11411 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 8 19 23 10 -4 11 14 13 18 -1 29 -13 27 -9 -3 -12 24 -23 -8 25 -18 28 -6 -5 -2
right_child=1 4 9 26 17 -7 7 12 -10 -11 20 16 -14 -15 -16 -17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048733574770985197 0.00046881626506208203 0.00020047871242084999 0.00042495332681981106 0.00034383285223714221 0.00010514553252155349 0.00031889615939196593 0.00043056789477564591 0.00037201440778980945 0.00029524628489941752 0.00025486167412239061 0.00058669959129397417 0.00052578125709022564 0.0001575453460763643 0.00014927419491440934 0.00044556166245371631 0.00032700990302144393 0.00053572758177353489 0.00018623574827031532 0.00025690703268777638 0.00010698685860809158 0.00047737136163620973 0.0002829599098149694 0.00045080650346211617 0.00031718670541937781 0.00036014507893317686 0.00044999785278218736 0.00017443445889321854 4.4049214064965357e-06 0.00023484145861930018 0.00039005511385553019
leaf_weight=1127 75 47 37 21 51 48 23 20 24 60 61 45 51 28 210 29 27 23 98 49 24 22 45 31 20 698 24 24 39 40
leaf_count=1127 75 47 37 21 51 48 23 20 24 60 61 45 51 28 210 29 27 23 98 49 24 22 45 31 20 698 24 24 39 40
internal_value=0 0.000252298 0.000461351 0.000354441 0.000199964 0.000467193 0.000228335 0.000257241 0.000470284 0.000319742 0.000472127 0.000468885 0.000227572 0.000252033 0.000480774 0.00041838 0.000450336 9.95057e-05 0.000276417 0.000152759 0.00055583 0.000446155 0.000395693 0.000365479 0.000450693 0.000453191 0.00024483 7.29085e-05 0.000272988 0.000441421
internal_weight=0 673 2448 228 445 2351 347 251 2303 97 2279 2194 197 146 1337 144 857 98 118 96 85 812 67 54 745 725 84 75 60 115
internal_count=3121 673 2448 228 445 2351 347 251 2303 97 2279 2194 197 146 1337 144 857 98 118 96 85 812 67 54 745 725 84 75 60 115
is_linear=0
shrinkage=0.00196078


Tree=9728
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 4 1 2 150 1 0 12 4 2 4 4 2 2 0 12 157 1 11 4 16 15 0
split_gain=11.6948 1.79446 1.01331 0.988713 0.753576 0.545647 0.358085 0.326691 0.311266 0.289117 0.217803 0.16071 0.160373 0.165591 0.123156 0.125664 0.120259 0.129178 0.103257 0.100968 0.0846749 0.0718834 0.0720721 0.0653994 0.0594405 0.0578213 0.0574094 0.0556364 0.0541058 0.085746
threshold=0.10508500000000001 -0.40967499999999996 0.13075500000000004 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.40473500000000007 0.092845000000000025 0.13501500000000002 1.0000000180025095e-35 0.089770000000000016 -0.10607499999999999 0.091325000000000003 -0.51843499999999987 0.14960000000000004 0.27834500000000006 0.038415000000000012 0.14122000000000004 -0.0091949999999999983 0.14486500000000005 0.099815000000000015 -0.069619999999999987 0.11588000000000001 0.075910000000000019 -0.036839999999999991 0.11346000000000002 -0.15914499999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 19 7 16 12 24 -5 11 18 14 -14 15 -1 17 -4 21 -3 -15 22 -7 -16 -6 -9 -2 -12 -17 -30
right_child=1 2 6 9 8 10 -8 25 -10 -11 27 -13 13 20 23 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00080251563572841106 0.00065964042205436549 0.00031201784390989709 0.00031536081792781499 0.00056285470878092393 0.00061319838252242565 0.0006553646329885874 0.0003814907733736138 0.00068834892674988384 0.00033198550257187688 0.00034247263523390868 0.00038014084766555694 0.00043255712578514226 0.0004780226602004125 0.00049131658074318184 0.00051031508308680936 0.00073369148974928352 9.8305552223013494e-05 0.000164173945842647 0.00054439618854219233 0.00018089318224320225 0.00062366155941534528 0.00050793231237487141 0.00058431348180008132 0.00062073845176746796 0.00050562062720749886 0.00080240553511427034 0.00053747289237521939 0.00051411842452544793 0.00058421533074783007 0.00065511955709008566
leaf_weight=22 50 233 28 37 39 130 33 25 33 60 26 26 39 20 22 31 74 97 118 25 263 22 95 329 40 54 21 22 70 1037
leaf_count=22 50 233 28 37 39 130 33 25 33 60 26 26 39 20 22 31 74 97 118 25 263 22 95 329 40 54 21 22 70 1037
internal_value=0 0.000328685 0.000293914 0.000620535 0.000357615 0.000628539 0.000192322 0.000642853 0.00049192 0.000426536 0.000566199 0.000581501 0.000637532 0.000597802 0.000645998 0.000655736 0.000160953 0.00019804 0.000592111 0.000299312 0.000614309 0.000614906 0.000625365 0.000613817 0.000558729 0.000766312 0.000623506 0.000441547 0.000652898 0.000650636
internal_weight=0 673 602 2448 370 2351 232 1912 112 97 439 391 1833 322 1511 1160 199 125 365 258 283 247 225 351 79 79 71 48 1138 1107
internal_count=3121 673 602 2448 370 2351 232 1912 112 97 439 391 1833 322 1511 1160 199 125 365 258 283 247 225 351 79 79 71 48 1138 1107
is_linear=0
shrinkage=0.00196078


Tree=9729
num_leaves=31
num_cat=0
split_feature=1 52 2 52 123 2 15 157 3 1 133 2 1 15 157 12 49 0 4 49 13 14 13 159 4 16 1429 157 49 42
split_gain=0.345596 0.0748304 0.0457728 0.0329477 0.0286699 0.0247443 0.023706 0.0226274 0.0198185 0.0183144 0.0199727 0.0211539 0.0216871 0.0181929 0.028257 0.0216361 0.021461 0.0318064 0.0279907 0.0251949 0.0178382 0.0174798 0.0184489 0.0177626 0.0262339 0.0161382 0.016007 0.0218846 0.0200868 0.022648
threshold=0.10312500000000001 -0.40967499999999996 0.14753000000000002 0.12492500000000002 1.0000000180025095e-35 0.13501500000000002 -0.24436499999999997 -0.07797999999999998 0.30112000000000005 0.10871500000000002 0.086990000000000012 0.11237500000000002 0.11588000000000001 1.0000000180025095e-35 -0.0091799999999999989 0.091625000000000012 0.036705000000000008 -0.11173999999999999 0.061775000000000004 -0.0090649999999999984 0.0015850000000000003 -0.46413499999999996 -0.013304999999999999 0.10600500000000002 0.50996500000000011 0.13751500000000003 0.083985000000000018 -0.078064999999999982 0.088595000000000021 0.083425000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 13 21 -8 9 -9 11 12 -11 15 -15 16 17 18 19 -1 -19 22 -3 24 -23 -7 28 -28 29 -18
right_child=1 2 -4 -5 -6 25 7 8 -10 10 -12 -13 -14 14 -16 -17 26 20 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003934047841637328 0.0058671563778383042 0.0014567313520092284 0.00095138534712272565 0.0049679362569085526 0.0038495333478546379 0.0018558111283238287 0.00013503332156687977 0.0027127196331904902 0.001604209957689064 0.0082949858669113998 0.0020627383671235292 0.0035239209698678074 0.0048239076665292186 0.0093172207116507567 0.0059806952380452834 0.0048503663168335083 0.010036165911393863 0.0059579887351292014 0.0062551973516057277 -0.00032536979055120831 0.0035976847859897788 1.2202566334356865e-05 0.0057005104996884865 -0.0014823150448501111 0.0032954223204144928 0.0055520246193433804 0.010092994319991423 0.0058583495450084625 0.0055474629455354516 0.0062990174323203979
leaf_weight=41 90 20 112 86 85 27 20 74 41 30 25 48 45 26 1069 362 24 376 29 21 35 45 21 20 53 21 26 23 176 50
leaf_count=41 90 20 112 86 85 27 20 74 41 30 25 48 45 26 1069 362 24 376 29 21 35 45 21 20 53 21 26 23 176 50
internal_value=0 0.00316727 0.00278759 0.00317709 0.00565315 0.00571963 0.00282865 0.00337759 0.00362417 0.00399722 0.00463947 0.0051632 0.00621234 0.00576739 0.00605992 0.00549196 0.00578192 0.00538244 0.00369081 0.00249134 0.00575699 0.00185161 0.00363037 0.00123356 0.00178782 0.0034729 0.00645262 0.0081053 0.00612869 0.00751107
internal_weight=0 730 640 528 2391 2306 442 283 263 222 148 123 75 2258 1095 1163 801 502 91 62 411 159 41 118 98 48 299 49 250 74
internal_count=3121 730 640 528 2391 2306 442 283 263 222 148 123 75 2258 1095 1163 801 502 91 62 411 159 41 118 98 48 299 49 250 74
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=31
num_cat=0
split_feature=1 3 1 4 160 14 1 42 10 2 2 3 43 3 2 1 1429 1204 1204 159 43 4 13 151 13 49 3 1446 12 42
split_gain=0.281822 0.044628 0.0379084 0.0388876 0.0278201 0.0254506 0.024594 0.0245567 0.0242666 0.0220939 0.0197713 0.021472 0.0179043 0.0184202 0.0168857 0.0311824 0.0289862 0.01923 0.0194952 0.0181133 0.0176164 0.0207709 0.0155334 0.0154156 0.0301528 0.0158838 0.0153743 0.0146487 0.0146819 0.0178843
threshold=0.10920500000000001 -0.053259999999999995 0.093890000000000015 -0.021294999999999998 -1.0000000180025095e-35 0.062655000000000016 0.14262000000000002 -0.044809999999999996 -0.062879999999999978 0.11411 0.15109000000000003 0.11296500000000002 -0.064334999999999989 0.30112000000000005 0.08647500000000001 0.089625000000000024 0.083985000000000018 -0.082759999999999986 -0.079429999999999987 0.11058000000000003 -0.52440999999999993 -0.49013999999999996 -0.01163 -0.085489999999999997 -0.086254999999999984 0.12497000000000001 -0.084524999999999975 0.096495000000000011 0.093965000000000007 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 -4 -5 10 12 -6 -8 -2 11 14 22 -14 16 17 19 -16 -19 27 -20 -22 -3 24 -23 -25 -26 28 29 -1
right_child=1 6 3 4 7 -7 8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 20 -21 21 23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=0.0056284389838162918 0.0047325827771779825 0.0023112350841140565 0.0051102572115540633 0.0055599068445213243 0.0057909330042699974 0.0068792509142353775 -0.0025770780153106902 0.0021336611516595094 0.0013377968436352125 0.0024476058546653284 0.0020509294056821436 0.0020966567974740071 0.0038920545678120112 0.0017769939742616513 0.0076105748436280669 0.0019047337282576005 0.0024779597863865397 0.0018634370341897013 0.0020705500803887846 0.002676365738734603 0.0071226340500598262 0.0089189728422622606 -0.00012795718918953624 0.0049181199145407499 0.0043663554458004059 0.0026523455097049011 0.0072782539026811713 0.0081563549698330465 0.0037829930428415538 0.0078335616009262126
leaf_weight=646 107 69 201 39 21 84 20 146 76 70 21 23 100 70 28 33 30 20 20 20 47 28 42 934 66 32 25 24 40 39
leaf_count=646 107 69 201 39 21 84 20 146 76 70 21 23 100 70 28 33 30 20 20 20 47 28 42 934 66 32 25 24 40 39
internal_value=0 0.00251904 0.00500598 0.00412069 0.00315515 0.00517279 0.00190405 0.00259356 0.000522198 0.00382892 0.00510374 0.00513494 0.00237614 0.00302115 0.00516933 0.00493728 0.00552743 0.00502067 0.0049588 0.0056464 0.00501254 0.00506451 0.0013883 0.00497536 0.0060493 0.00484306 0.00516633 0.0057257 0.00564524 0.00575399
internal_weight=0 554 2567 407 206 2160 377 167 96 177 2076 2055 281 170 2032 1233 799 1200 1172 769 1152 1132 111 1085 119 966 91 749 725 685
internal_count=3121 554 2567 407 206 2160 377 167 96 177 2076 2055 281 170 2032 1233 799 1200 1172 769 1152 1132 111 1085 119 966 91 749 725 685
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=31
num_cat=0
split_feature=1 4 9 3 44 15 150 40 14 0 1 3 0 2 2 12 150 3 394 42 16 394 4 39 0 376 15 12 159 12
split_gain=0.228275 0.0373439 0.0308854 0.0310447 0.0271408 0.02947 0.0250341 0.0240712 0.0221592 0.0291127 0.0303638 0.0330134 0.0213268 0.0209805 0.0200869 0.0165565 0.0165538 0.0223742 0.0173023 0.0163087 0.0158059 0.0147294 0.0142568 0.0142319 0.0165874 0.0156422 0.0136888 0.0164767 0.0154812 0.0202549
threshold=0.10920500000000001 0.27287000000000006 -1.0000000180025095e-35 0.11658 1.0000000180025095e-35 -0.23909999999999995 0.084680000000000019 0.0046150000000000002 0.062655000000000016 -0.13027499999999997 0.083135000000000014 -0.023499999999999997 -0.097274999999999986 -0.13033999999999998 0.25063000000000007 0.087695000000000009 0.08882000000000001 -0.081924999999999984 -0.0065099999999999993 0.10077000000000001 -0.085589999999999986 -0.09139499999999999 -0.0078799999999999981 0.11365500000000002 -0.13843999999999998 0.080200000000000007 -0.082809999999999981 0.12757000000000002 0.088800000000000004 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 5 -4 23 8 9 10 -7 -12 -5 -11 -3 19 18 -18 20 -15 -17 -22 26 24 -2 -26 -20 28 -28 -30
right_child=1 14 3 12 -6 7 -8 -9 -10 13 11 -13 -14 15 -16 16 17 -19 22 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0013155828511420017 0.0016010875483625569 0.0017044373123537362 0.00073627993930131203 0.00052374570441315882 0.0076364835716205941 0.0056441512430625918 0.0016140300799523219 0.0016214167824256474 0.0061634562399962714 0.0016525815200546514 -0.0010040319575320767 0.0032560496393995277 0.0045158794392710149 0.0049450333093222212 -0.0013237342257828764 0.0068167859396264657 0.0039280954379743585 0.0080557879839285185 0.0058881081851376669 0.0074412297297924484 0.0023113713355823644 0.0055819040513597432 0.003649242687417017 0.0012327650467687775 0.0047796808148979544 0.0017771594435907903 0.0045630600876037956 0.0017754668777342887 0.00037462257148165791 0.0044830400014429219
leaf_weight=30 25 251 20 32 29 38 82 27 90 23 23 87 23 855 24 53 24 29 63 27 21 40 284 21 131 20 676 24 21 28
leaf_count=30 25 251 20 32 29 38 82 27 90 23 23 87 23 855 24 53 24 29 63 27 21 40 284 21 131 20 676 24 21 28
internal_value=0 0.00226713 0.00450538 0.0045431 0.00459518 0.00455922 0.00308225 0.00459065 0.00462397 0.00456414 0.00320717 0.00236531 0.00219318 0.00465678 0.00144016 0.00468899 0.00445682 0.00618664 0.00438105 0.00502145 0.00555355 0.00445598 0.00425909 0.00369338 0.00398698 0.004382 0.00447239 0.00435331 0.00443865 0.00272229
internal_weight=0 554 2567 2537 2482 2453 279 2433 2406 2316 148 110 55 2168 275 2145 1263 53 1210 882 114 61 1096 197 176 151 812 749 725 49
internal_count=3121 554 2567 2537 2482 2453 279 2433 2406 2316 148 110 55 2168 275 2145 1263 53 1210 882 114 61 1096 197 176 151 812 749 725 49
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 3 12 3 43 48 34 2 4 4 4 3 4 4 2 15 52 14 43 3 52 16 43 52 3
split_gain=0.185434 0.0495497 0.0327581 0.0304118 0.0302081 0.023705 0.0227771 0.0225647 0.0220275 0.0205733 0.0167329 0.0163739 0.0212305 0.0187389 0.0144153 0.0139353 0.0158616 0.0219882 0.0308023 0.018994 0.0214746 0.0489242 0.016476 0.0140187 0.0232973 0.0128687 0.0179222 0.0194099 0.0178999 0.0171484
threshold=0.11829500000000003 0.051320000000000005 -0.096099999999999977 0.078320000000000015 -0.078139999999999973 0.11658 0.31370500000000007 -0.42850999999999995 -0.11171999999999999 -0.11720999999999999 0.083685000000000009 -0.021334999999999996 0.11870500000000002 -0.04890499999999999 0.063160000000000008 0.033845000000000007 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 0.08622500000000001 0.040760000000000005 -0.049749999999999996 0.078235000000000013 0.054355000000000007 -0.087129999999999985 1.0000000180025095e-35 0.41553500000000004 -0.077824999999999991 0.048520000000000008 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 8 11 -8 -6 -4 -11 -2 -13 -14 -15 16 19 18 -18 22 21 -21 -3 25 -25 26 -17 -28 -27 -30
right_child=6 15 3 -5 5 -7 7 -9 -10 10 -12 12 13 14 -16 23 17 -19 -20 20 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-0.00019648000597953798 0.00023877179225755118 0.0091249737748876208 0.0037524356670241726 0.0064056259393692021 0.001140206201892832 0.0020759404364759353 0.0022304556582479133 -0.0010354419683738212 0.004377478020925067 -0.00012784650839142958 0.0023276325164260925 0.0036213257301920643 0.0044014854777959132 -0.0011506290534849873 0.0016669055285652016 0.0019776864712652024 0.0042345626683007662 0.0042646130818636673 -0.00090371905942447477 0.0050226019021099464 0.0069794579489349294 -0.00052860531432088467 0.0052387213877712691 0.0076323416150574173 0.0035688507353053103 0.0067359995540408864 0.0023679555226117375 0.006393260033624045 0.0018118784117645453 0.004825528018267417
leaf_weight=28 43 20 47 30 23 74 34 56 244 49 64 85 21 22 104 109 28 1661 20 77 29 20 24 21 43 21 25 23 35 41
leaf_count=28 43 20 47 30 23 74 34 56 244 49 64 85 21 22 104 109 28 1661 20 77 29 20 24 21 43 21 25 23 35 41
internal_value=0 0.00397778 0.00313718 0.00331297 0.00312778 0.00365967 0.00157919 0.000198342 0.00409861 0.00199418 0.00126287 0.00203111 0.00236331 0.00163589 0.00117496 0.00419166 0.00429527 0.00420364 0.00209361 0.00521648 0.00459185 0.00387802 0.0070052 0.00357946 0.00490218 0.00324618 0.0026867 0.00429675 0.00415174 0.00343766
internal_weight=0 2756 559 531 501 341 365 90 267 160 113 275 232 147 126 2197 1879 1709 48 170 126 97 44 318 64 254 157 48 97 76
internal_count=3121 2756 559 531 501 341 365 90 267 160 113 275 232 147 126 2197 1879 1709 48 170 126 97 44 318 64 254 157 48 97 76
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=31
num_cat=0
split_feature=1 3 39 4 12 45 3 52 1 2 1 4 1 2 47 13 1 2 2 48 48 1451 1451 12 12 43 15 43 41 1443
split_gain=0.150681 0.0262585 0.0222535 0.0230763 0.021319 0.018872 0.0210062 0.0182092 0.0168865 0.0194091 0.0155038 0.0150847 0.0150594 0.0165679 0.0139569 0.0133567 0.0130593 0.0124143 0.0114885 0.0152023 0.0171697 0.0124276 0.0153341 0.0136121 0.0293736 0.025047 0.025139 0.0185624 0.0157277 0.0161058
threshold=0.10920500000000001 0.31534000000000006 0.087880000000000014 -0.036839999999999991 -0.010834999999999999 0.084355000000000013 0.10893000000000001 0.048770000000000008 0.092845000000000025 0.093320000000000014 0.10060500000000001 0.042705000000000007 0.083345000000000016 0.088745000000000004 0.089785000000000018 -0.47860499999999995 0.10612500000000001 0.11728500000000001 0.12043500000000001 0.11376500000000002 0.10184000000000001 0.089825000000000002 0.081365000000000007 0.08598500000000002 0.085885000000000017 -0.091784999999999992 0.098485000000000017 0.016310000000000002 0.077565000000000009 0.090450000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 17 8 6 11 15 9 -1 -8 18 13 -13 16 -3 -14 -2 19 20 21 22 23 24 25 -6 27 -27 29 -25
right_child=1 7 -4 -5 5 -7 10 -9 -10 -11 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0057563095791104794 0.0060511892361790635 0.00049187333506503798 0.0011645187811248037 0.0022488627340119713 0.0060051870246587155 0.0067174444230095973 0.0032498773935279164 0.0021105030019123875 0.0017382167294854299 0.0026525099946163458 -5.1585335284471507e-05 0.0061994821032775307 -0.0011861595418304206 0.0032402710746230155 0.0032569287804795838 -0.0026085774724682173 0.0023445183199576358 0.0028896377988807537 0.0021747129573486744 0.0066295724036172041 0.0022974848987681019 0.0062252869566335632 0.001199555850499088 0.0037400732042559004 0.0078995477725667031 0.0039500550002255315 0.007317810048837037 0.0014563004951924086 0.0015759141976366556 0.0065338401146055689
leaf_weight=29 27 33 156 257 66 21 33 34 100 66 25 21 20 191 41 24 22 23 40 20 68 23 21 1187 22 444 21 32 33 21
leaf_count=29 27 33 156 257 66 21 33 34 100 66 25 21 20 191 41 24 22 23 40 20 68 23 21 1187 22 444 21 32 33 21
internal_value=0 0.00183186 0.00213708 0.00263128 0.00365034 0.00373296 0.00370631 0.000278935 0.00264523 0.00359999 0.00182683 0.00375385 0.00308634 0.0035334 0.00194446 -0.00081358 0.000663243 0.00459688 0.0038524 0.00388667 0.00385837 0.00391513 0.00388636 0.00391726 0.00431493 0.00417485 0.00393179 0.00378241 0.0037298 0.00378864
internal_weight=0 554 463 307 2567 2372 2351 91 195 95 58 2293 295 212 83 57 42 50 1998 1958 1938 1870 1847 1826 585 563 497 476 1241 1208
internal_count=3121 554 463 307 2567 2372 2351 91 195 95 58 2293 295 212 83 57 42 50 1998 1958 1938 1870 1847 1826 585 563 497 476 1241 1208
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 3 2 1 12 457 47 3 39 4 2 52 1 3 475 3 0 3 1 11 0
split_gain=6.54305 0.799521 0.707425 0.419792 0.409182 0.340116 0.235347 0.205893 0.18523 0.180932 0.158228 0.157955 0.106903 0.108668 0.0917167 0.0726027 0.0802376 0.069038 0.0672149 0.0817876 0.0661053 0.0580499 0.0564203 0.0516172 0.0430389 0.0404689 0.0402847 0.0831276 0.0398897 0.0397441
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14753000000000002 -1.0000000180025095e-35 0.10803500000000001 0.077845000000000011 0.076175000000000007 0.11658 0.14122000000000004 0.089770000000000016 0.087005000000000013 0.080930000000000016 0.08265500000000002 0.084940000000000015 0.095830000000000012 -0.55119499999999988 0.092365000000000017 -0.52606999999999993 0.16175000000000003 0.149315 -0.069854999999999987 -0.017889999999999996 -0.050684999999999994 -0.12018999999999998 0.075045000000000014 0.075910000000000019 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 9 6 -3 -8 -4 12 11 14 18 15 23 16 -14 22 -1 26 -2 -7 24 -6 -9 -22 27 -20 -11 -26
right_child=1 5 8 -5 10 21 7 17 -10 28 -12 -13 13 -15 -16 -17 -18 -19 19 -21 25 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00061418773364043278 0.00051885579897909938 0.00015322919947923058 0.00046838946870061195 0.00024602963999022345 0.00051777759513524141 0.00012966591763972517 0.00039578998143098603 0.00021179895308894825 0.00028396053382712783 0.00052811707046838876 0.00031275926163049637 0.0003286194538753345 0.00026170701523512308 0.00048607454198338148 0.00033117552488750099 0.00049054577505217587 0.00042431630449844344 0.00016209672404916882 0.00051959084919075559 0.0004748109096544795 0.00043369219694930079 1.3363512839868066e-05 0.0002071291459263972 0.0004573103218711879 0.00025140749343964487 0.0003343004228966354 0.00051441970268044997 0.00035938863806864792 0.00062562612980366099 0.00034731820143143132
leaf_weight=22 28 90 28 74 65 77 42 21 83 23 35 38 20 273 20 23 28 33 33 280 63 21 48 329 26 21 1157 20 54 46
leaf_count=22 28 90 28 74 65 77 42 21 83 23 35 38 20 273 20 23 28 33 33 280 63 21 48 329 26 21 1157 20 54 46
internal_value=0 0.000254251 0.000483546 0.000360629 0.000490567 0.000205275 0.000237471 0.000272572 0.000330483 0.000503364 0.000439771 0.000449606 0.000499501 0.000468302 0.000460711 0.000399965 0.000356562 0.00024283 0.000506599 0.00050501 0.000436347 0.000104744 0.000261725 0.000467286 0.000289903 0.000408844 0.000511998 0.000459137 0.0005965 0.000312684
internal_weight=0 590 2531 186 2420 404 306 216 111 1933 487 452 1856 344 414 71 48 174 1512 1490 112 98 141 394 93 84 1210 53 77 72
internal_count=3121 590 2531 186 2420 404 306 216 111 1933 487 452 1856 344 414 71 48 174 1512 1490 112 98 141 394 93 84 1210 53 77 72
is_linear=0
shrinkage=0.00196078


Tree=9735
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 4 2 0 4 14 1 47 0 0 12 150 160 15 48 4 2 4 12 1 52 14 12 0
split_gain=6.77661 0.861408 0.737732 0.619425 0.406098 0.321528 0.263524 0.218648 0.209435 0.171885 0.155126 0.142234 0.120184 0.103198 0.101421 0.0975428 0.148278 0.08518 0.0988539 0.0840548 0.083414 0.0774181 0.0705182 0.0757538 0.096939 0.0689932 0.061572 0.0586468 0.0589814 0.054096
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.063814999999999997 0.08864000000000001 0.13075500000000004 0.090285000000000018 -0.17966999999999997 0.14285500000000004 -0.23194499999999998 0.033845000000000007 0.076175000000000007 0.10124500000000002 0.10372500000000003 -0.11242999999999999 -0.097024999999999986 0.13597000000000004 0.091105000000000005 -0.078564999999999982 0.013270000000000002 0.084170000000000009 0.181285 0.098035000000000011 -0.031404999999999995 -1.0000000180025095e-35 0.15471500000000002 -0.52606999999999993 -0.41076499999999994 -0.040564999999999997 -0.063634999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 26 9 27 11 -6 13 -1 15 14 17 19 21 -8 -17 18 -9 -5 -20 -4 23 -11 -25 -7 -2 -3 -29 -15
right_child=1 5 6 8 7 25 10 12 -10 22 -12 -13 -14 29 -16 16 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00058437091250258116 0.00046973045059696297 0.00024760608141328777 0.00027874601895318312 0.00016873310293921351 0.00045200676823966798 8.0833760306788221e-05 0.00053183802605370203 0.00022815202600231358 8.5978334205791211e-05 0.00048085838107585237 0.00036844133363438434 0.00057282457945952538 0.00021939879179700016 0.00037611155331044894 0.00046529510891698297 0.00043379148234084906 0.00028023732935681062 0.00020876009450518192 0.0004544605389395763 0.00028424859211794335 0.00031498214863713363 0.00044730402755014824 0.00034734551997467697 0.00044107674489158954 0.0002734452623432201 -1.8491185145030003e-05 0.00036254197465843027 8.817813266320576e-05 0.00019617310551090501 0.00024047099756916947
leaf_weight=22 28 45 20 74 31 116 37 21 44 56 171 46 85 26 1053 735 25 22 32 36 34 22 62 36 21 35 78 29 59 20
leaf_count=22 28 45 20 74 31 116 37 21 44 56 171 46 85 26 1053 735 25 22 32 36 34 22 62 36 21 35 78 29 59 20
internal_value=0 0.000197499 0.000430851 0.000269677 0.000356014 0.000119729 0.000445825 0.000299098 0.000205453 0.000421019 0.000422029 0.000466013 0.000274665 0.000239151 0.000461526 0.000433527 0.00042874 0.000317762 0.000345326 0.000206538 0.000382608 0.000367038 0.000400483 0.000429639 0.000379318 5.78114e-05 0.000390856 0.000190027 0.000160584 0.000317137
internal_weight=0 590 2531 306 422 284 2109 225 200 197 968 1141 194 156 1095 797 760 109 87 110 66 42 175 113 57 151 106 133 88 46
internal_count=3121 590 2531 306 422 284 2109 225 200 197 968 1141 194 156 1095 797 760 109 87 110 66 42 175 113 57 151 106 133 88 46
is_linear=0
shrinkage=0.00196078


Tree=9736
num_leaves=31
num_cat=0
split_feature=1 4 12 3 15 52 52 40 151 51 155 14 16 0 150 0 15 13 15 0 3 49 42 4 2 12 43 43 2 133
split_gain=0.180972 0.0307852 0.0256795 0.0278651 0.0212399 0.0215877 0.0331428 0.0291442 0.0229656 0.02267 0.0201172 0.0178797 0.0290754 0.0171638 0.0228598 0.0183127 0.0159684 0.0156743 0.0222157 0.0147361 0.0207775 0.021019 0.0152176 0.0145048 0.0137797 0.0113706 0.0209227 0.0227059 0.0270753 0.038869
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.12178000000000001 0.035560000000000008 -0.088614999999999985 -0.080114999999999978 -0.079954999999999984 0.032230000000000009 0.035765000000000012 0.10158500000000002 -0.42495999999999995 -0.16927999999999996 -0.019414999999999998 0.084680000000000019 -0.14051499999999997 -0.56368999999999991 -0.065824999999999981 -0.13843999999999998 0.024095000000000002 -0.13309499999999996 -0.015259999999999998 0.09112000000000002 0.51303500000000013 0.092875000000000013 0.087695000000000009 0.093175000000000022 0.0034250000000000005 0.084245000000000014 -0.088669999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 7 -7 9 17 13 23 16 14 15 -2 -13 -8 -19 20 -18 -22 -23 -3 -20 26 27 -4 -29 -30
right_child=1 11 25 -5 -6 6 8 -9 -10 -11 -12 12 -14 -15 -16 -17 19 18 24 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0044953078064801436 0.00065408225811552261 0.0038174641606818164 0.0044983606498215619 -0.00027615450810463657 0.0055357674099716613 0.0024587047645556076 0.00089601641952025677 -0.0021236875517111598 0.00017166978019910557 0.0056554576866884344 0.0056181752101772215 0.0035097906012088059 -0.0028539549303241078 0.00044265307046266071 0.001271734236027388 0.0038995802232687526 0.0038168258308432998 0.0066111254028510301 0.0041982278071093157 -0.0013871774276664767 -0.0020669245728008128 0.002309826218314763 -0.00038853195905120988 0.00076137854438275106 0.0019908624319566206 0.003938340112573175 0.0072651979550719271 0.0054673377339812847 0.0043736590815353247 -0.0014621490575373174
leaf_weight=98 20 41 681 21 44 35 27 23 21 44 22 25 20 36 68 133 25 20 52 26 23 57 33 25 62 1346 25 22 21 25
leaf_count=98 20 41 681 21 44 35 27 23 21 44 22 25 20 36 68 133 25 20 52 26 23 57 33 25 62 1346 25 22 21 25
internal_value=0 0.00197583 0.00396873 0.00327992 0.00345522 0.00321558 0.00277398 0.000641549 0.00332125 0.00364388 0.00271591 0.00122498 0.000771861 0.00246747 0.0027973 0.00347533 0.00115555 0.00309414 0.00353704 0.000796667 0.00120812 0.000630967 0.00132043 0.00265986 0.00299773 0.00411396 0.00441936 0.00432438 0.00258198 0.00120202
internal_weight=0 554 2567 447 426 382 284 58 226 205 279 275 209 257 221 153 189 161 134 164 138 113 90 66 114 2120 774 749 68 46
internal_count=3121 554 2567 447 426 382 284 58 226 205 279 275 209 257 221 153 189 161 134 164 138 113 90 66 114 2120 774 749 68 46
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 10 401 0 15 123 10 2 2 3 3 1 3 0 4 48 4 1 2 9 4 14 39 0 15 42 0
split_gain=0.147503 0.0357409 0.0257898 0.0241127 0.0227245 0.0233224 0.0217278 0.0209086 0.0192127 0.0183635 0.018135 0.027636 0.0246575 0.0192436 0.0204714 0.0174568 0.0210602 0.0159063 0.015628 0.0280718 0.0156082 0.0150455 0.014822 0.023951 0.0138642 0.0134362 0.0132807 0.0162469 0.0137018 0.0132352
threshold=0.11690500000000002 0.051320000000000005 -0.096099999999999977 -0.085209999999999994 -0.005834999999999999 0.085900000000000018 -0.019414999999999998 -0.24436499999999997 0.12630500000000003 1.0000000180025095e-35 -0.0091949999999999983 0.094095000000000012 -0.012304999999999998 0.0022600000000000003 0.081315000000000012 0.13524500000000003 -0.26343999999999995 0.50996500000000011 0.084170000000000009 0.36766000000000004 0.079415000000000013 0.116525 0.081890000000000004 0.40124500000000002 -1.0000000180025095e-35 0.089790000000000023 -0.14226499999999997 0.13592500000000005 0.084755000000000011 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 8 7 -2 9 21 29 12 -12 14 25 16 -15 -11 19 -16 -14 -6 23 26 -23 -13 28 -28 -3 -5
right_child=4 22 3 10 5 -7 -8 -9 -10 17 11 13 20 15 18 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022131595501883163 0.0027503773709759115 0.0037213003771129727 0.0063532402494456616 0.0034196878606010048 0.0038484065804932216 -0.0012499881705836111 -0.002757412944497033 -0.0011240659084600898 -0.00093077008728869269 -0.0016738184657879174 0.0074860681837890302 0.0045718678934668616 0.0014715312151238323 0.0017511609090433923 -0.0032497476608980267 0.0014520087892091588 0.0047759996332255167 0.002182204198375668 0.0019887993574387941 0.0019850800302810968 0.004299425944886066 0.0032928332309061035 0.005940167490264465 0.00052284052362665538 0.0013411025130680126 0.0015773036182007015 0.0036916302372674522 0.0017043767962604762 0.0063755625873061555 0.00041910041045226457
leaf_weight=27 30 41 20 21 71 23 22 26 20 20 20 31 25 32 21 38 82 23 46 20 89 59 29 24 95 29 2009 42 37 49
leaf_count=27 30 41 20 21 71 23 22 26 20 20 20 31 25 32 21 38 82 23 46 20 89 59 29 24 95 29 2009 42 37 49
internal_value=0 0.00351289 0.00279246 0.00294805 0.0014316 0.00181437 -9.4583e-05 0.000951529 0.00205909 0.00228221 0.00281265 0.00305408 0.00424745 0.00251925 0.00170348 0.00330819 0.00392692 0.000388705 0.000723467 -0.000696173 0.00367927 0.00264408 0.00369448 0.00366423 0.00208884 0.0031245 0.00369964 0.00365094 0.00498037 0.00131928
internal_weight=0 2732 550 523 389 311 78 56 288 268 503 433 134 299 147 152 114 43 87 41 114 225 2182 2153 154 60 2129 2051 78 70
internal_count=3121 2732 550 523 389 311 78 56 288 268 503 433 134 299 147 152 114 43 87 41 114 225 2182 2153 154 60 2129 2051 78 70
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 39 1 4 2 4 0 15 150 52 47 1 0 4 1 1 1 47 3 160 16 2 3 47
split_gain=4.68064 0.771079 0.418236 0.37077 0.257886 0.215002 0.153116 0.142424 0.116881 0.110892 0.106275 0.0904404 0.0879472 0.0913171 0.0766735 0.0744117 0.0726406 0.0615787 0.0584263 0.0676904 0.0503041 0.047668 0.0445491 0.041699 0.0407852 0.0840029 0.0395684 0.0385545 0.0380748 0.0363627
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 0.087880000000000014 0.09253500000000002 -0.17966999999999997 0.14122000000000004 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.048770000000000008 0.078345000000000012 0.122715 -0.079119999999999982 -0.55119499999999988 0.083345000000000016 0.13075500000000004 0.076935000000000017 0.10350500000000001 -0.097174999999999984 -0.054789999999999998 -0.039889999999999988 0.11411 0.30112000000000005 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 6 11 9 -4 -3 14 12 13 -1 22 -6 -9 23 -14 -20 -13 27 -7 -2 25 -21 -15 -5 -11 -22
right_child=1 4 8 21 15 10 -8 16 -10 28 -12 20 18 26 -16 -17 -18 -19 19 24 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046610328839664673 0.00042942771286356686 0.00037877639296222661 0.00037979560439886298 0.00031515663675789958 4.4774766229895601e-05 0.00038517262747487179 0.0005120325725840913 0.00013929061626380453 0.00023714376523930762 0.00023906860574914141 0.00028434215885836904 0.00040282997584745514 0.00043833940329223727 0.00027644627097279131 0.00028830371444668493 0.00016067762916030591 0.00024159583414828505 0.00030105403373225709 0.00051499007480935164 0.00025593800378926831 0.00027472708620788415 0.00014402587039037028 0.00043718359094718209 0.00035103407889312393 0.00041544106469220462 0.00040267218123464027 0.00038697368154923121 0.00021094861049382994 0.00016681473305662809 0.00038048259943139321
leaf_weight=23 75 20 34 21 57 290 79 124 63 141 41 108 1173 33 27 34 34 29 23 20 25 24 81 40 323 60 20 39 35 25
leaf_count=23 75 20 34 21 57 290 79 124 63 141 41 108 1173 33 27 34 34 29 23 20 25 24 81 40 323 60 20 39 35 25
internal_value=0 0.000228685 0.000413321 0.000321408 0.000181178 0.000418527 0.000427512 0.00020511 0.000287145 0.000240422 0.000379394 0.000423869 0.000428099 0.000362929 0.000389186 8.80791e-05 0.000161306 0.000381799 0.000431197 0.000411529 0.000379025 0.00021788 0.000396528 0.00040216 0.000405624 0.000365989 0.000318155 0.000247421 0.0002247 0.000327605
internal_weight=0 673 2448 228 445 2351 1912 354 97 196 439 1833 1675 76 398 91 158 144 1599 426 158 84 371 115 403 80 53 60 176 50
internal_count=3121 673 2448 228 445 2351 1912 354 97 196 439 1833 1675 76 398 91 158 144 1599 426 158 84 371 115 403 80 53 60 176 50
is_linear=0
shrinkage=0.00196078


Tree=9739
num_leaves=31
num_cat=0
split_feature=1 12 2 1375 2 14 3 4 4 16 2 3 16 12 14 12 50 13 15 16 49 11 43 15 0 11 12 11 16 483
split_gain=0.141081 0.0418704 0.0235971 0.0254127 0.0205018 0.026005 0.0200087 0.0197152 0.017882 0.0184385 0.0137321 0.0135202 0.0162989 0.0171686 0.0168176 0.0133476 0.0137739 0.0143829 0.0153773 0.01914 0.0114731 0.0114714 0.0247564 0.0305012 0.0175775 0.0138681 0.0232008 0.0217691 0.0124214 0.0138721
threshold=0.12000500000000001 0.051320000000000005 0.14122000000000004 -0.27302499999999996 -0.0091949999999999983 0.023790000000000002 0.13524500000000003 0.40124500000000002 0.26450500000000005 -0.42170999999999997 0.14285500000000004 -0.13309499999999996 -0.11118499999999999 -0.081419999999999979 -0.46596499999999991 0.099815000000000015 0.13705000000000003 -0.043669999999999994 -0.068899999999999975 -1.0000000180025095e-35 -0.043469999999999995 1.0000000180025095e-35 0.035560000000000008 -0.015744999999999999 -0.13843999999999998 0.086080000000000018 0.083815000000000014 0.08976000000000002 -0.0068949999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 10 -6 20 -2 -9 13 -13 -14 21 17 18 -17 -20 -10 24 23 -23 -3 26 -25 -27 29 -26
right_child=7 15 -4 4 5 -7 -8 11 9 -11 -12 12 14 -15 -16 16 -18 -19 19 -21 -22 22 -24 25 28 27 -28 -29 -30 -31
leaf_value=-0.00044822388166642708 0.0027413403213722635 0.00072419362608343362 -0.00060806101232412319 0.0013766820765643692 0.0035995850439302225 0.0059410305791971043 0.00088497451279403246 0.0029490853083275616 0.0010202382164804832 -0.00024413144341311777 0.00068475370595053313 0.0019539586181053894 0.00055181538220494986 -0.00043238105718046427 -0.0035491063882363964 0.0043006512056066029 0.00077480292944377043 0.0037092158708530395 0.002778715562973438 -0.00031839132218831976 0.0037275840685113658 0.00077664405689574782 0.0073795683547639504 0.0031556421163259074 0.005659591583978562 0.0011082415162077682 0.0071415539784356954 0.0053458936484444344 0.0032583945624630561 0.0038096542197399532
leaf_weight=23 105 20 21 72 292 32 41 21 23 26 47 64 20 57 20 30 24 231 56 31 49 24 26 23 42 22 40 27 450 1162
leaf_count=23 105 20 21 72 292 32 41 21 23 26 47 64 20 57 20 30 24 231 56 31 49 24 26 23 42 22 40 27 450 1162
internal_value=0 0.00343962 0.00268271 0.00280655 0.00294648 0.00319059 0.00298639 0.00126472 0.0032073 0.00203847 0.00210542 0.000562597 0.000251316 0.000829815 -0.00149865 0.0036381 0.00309189 0.00325168 0.00234835 0.00167515 0.00286274 0.00374878 0.00455229 0.00401178 0.00367102 0.00470502 0.00568638 0.00344327 0.00370665 0.00387419
internal_weight=0 2787 579 558 535 463 431 334 390 98 152 182 161 121 40 2208 372 348 117 87 72 1836 162 136 1674 112 63 49 1654 1204
internal_count=3121 2787 579 558 535 463 431 334 390 98 152 182 161 121 40 2208 372 348 117 87 72 1836 162 136 1674 112 63 49 1654 1204
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 2 14 2 2 1 2 4 0 49 1 4 150 49 4 0 1 2 124 3 15 1 11 50 1 1
split_gain=9.94081 1.6077 0.791296 0.733443 0.568777 0.436123 0.381801 0.310666 0.312095 0.310616 0.2178 0.180422 0.166142 0.220508 0.161398 0.15868 0.144739 0.137182 0.128479 0.135321 0.123375 0.111898 0.100866 0.0960036 0.0935402 0.0889211 0.0764399 0.0755143 0.0752218 0.0717348
threshold=0.10508500000000001 -0.059315 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13501500000000002 -0.15289999999999995 -0.10474999999999998 0.082865000000000008 0.083345000000000016 0.033845000000000007 1.0000000180025095e-35 -0.054984999999999992 -0.55119499999999988 -0.076579999999999995 0.16175000000000003 0.094835000000000017 -0.081214999999999982 -0.12711499999999995 -0.059484999999999989 0.076935000000000017 0.075910000000000019 0.041865000000000006 0.12811000000000003 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 9 7 6 12 22 -9 21 16 -10 13 14 -5 18 25 -2 -14 -20 27 -1 -3 -21 -23 -7 -8 -6 -13 -4
right_child=1 4 29 5 20 10 26 8 11 -11 -12 28 15 -15 -16 -17 -18 -19 19 23 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064569426585286635 0.00040438381890716302 0.00026229770347271328 0.00033996826189941438 0.00058977797831366076 0.00012723952347797597 0.00054894711588963723 0.00065784290833324299 0.00046194573091958512 0.0004682335571623316 0.00035985280987500942 0.00040154779089222371 0.00029204696039920831 0.0007608853972882973 0.00068657727656411185 0.00044127569197931655 0.00052694120350378886 0.00041440804615380805 0.00056958134098814863 0.00062164161492008646 0.00046465529196736523 -4.4431047162769777e-06 0.00056077702231629631 0.00013518287659298591 0.00058592958962887384 0.00039122466881113681 0.00062343910446061804 0.00078562014075449259 0.0002540453246557245 0.00018730251150636255 0.00021312919436205252
leaf_weight=26 23 48 60 48 65 268 27 54 20 69 39 131 23 32 68 82 26 121 1285 28 21 29 48 242 22 80 54 25 33 24
leaf_count=26 23 48 60 48 65 268 27 54 20 69 39 131 23 32 68 82 26 121 1285 28 21 29 48 242 22 80 54 25 33 24
internal_value=0 0.000321084 0.000454971 0.00059016 0.000252486 0.000598707 0.000611327 0.000292898 0.000330878 0.000455393 0.000540988 0.000292412 0.000605426 0.000542477 0.000502725 0.000611039 0.000555528 0.000543196 0.000615409 0.000613257 0.000130886 0.000541007 0.00019874 0.000573353 0.000487637 0.000566072 0.000743028 0.000162463 0.00027097 0.000303729
internal_weight=0 673 228 2448 445 2302 1889 334 238 146 413 184 1808 148 116 1660 374 144 1578 1555 111 77 96 270 51 348 81 90 164 84
internal_count=3121 673 228 2448 445 2302 1889 334 238 146 413 184 1808 148 116 1660 374 144 1578 1555 111 77 96 270 51 348 81 90 164 84
is_linear=0
shrinkage=0.00196078


Tree=9741
num_leaves=31
num_cat=0
split_feature=1 3 123 4 4 2 2 2 1 14 2 2 12 51 47 4 1 157 150 49 1 12 12 1 1 0 3 50 2 1
split_gain=11.8227 1.45005 1.39417 0.826633 0.72465 0.512053 0.501846 0.342909 0.32257 0.31294 0.25148 0.247639 0.145769 0.179519 0.131154 0.129029 0.122347 0.121264 0.132591 0.111692 0.102084 0.0856363 0.0814919 0.0774879 0.0768257 0.0717878 0.0716842 0.0698576 0.0620322 0.0922338
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.36766000000000004 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.09253500000000002 0.076175000000000007 0.14122000000000004 0.10803500000000001 0.051320000000000005 -0.10056999999999998 0.077555000000000013 -0.033174999999999989 0.16175000000000003 -0.0041249999999999993 0.081835000000000019 -0.012034999999999999 0.12958500000000003 0.091840000000000019 0.090285000000000018 0.12000500000000001 0.12408500000000001 0.14486500000000005 -0.14847999999999997 0.086295000000000011 1.0000000180025095e-35 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 19 7 9 23 -4 12 17 20 13 -1 28 -13 27 21 25 -2 -9 -8 -14 -3 -17 26 -19 -7 -15 -30
right_child=1 5 8 -5 -6 16 10 11 -10 -11 -12 15 22 14 -16 24 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00063252285415051025 0.00033671335280672008 0.0001984502061793666 0.00047918846218437472 0.00028157947984704655 0.00021946808459236231 4.7775330408685765e-05 0.00062527081094111139 0.00047470163719964326 0.00024988083630138102 0.00069617376527551832 0.00035339754407967978 0.00034943603539723468 0.00057710936861770051 0.00033686259286660775 0.00058809273558504439 0.0002193262268944333 -8.7362366626743512e-05 0.00058441112012742392 0.00036218431946378321 0.00049838786095202927 0.00028114514005388695 0.00051772242870668352 0.00054704467479522632 6.8346276835455993e-05 0.00011575698286200749 0.00041536397826701761 0.00050371687415314351 0.00017488891783431037 0.00054415933295445936 0.00039162946056251098
leaf_weight=31 20 24 34 45 74 68 55 22 77 69 41 23 1024 22 25 100 21 48 26 92 20 59 524 66 38 31 358 22 27 35
leaf_count=31 20 24 34 45 74 68 55 22 77 69 41 23 1024 22 25 100 21 48 26 92 20 59 524 66 38 31 358 22 27 35
internal_value=0 0.000226774 0.000534995 0.000544851 0.000370035 0.000160817 0.000549839 0.000203783 0.000320119 0.000566743 0.00050178 0.000248447 0.000561453 0.000500863 0.000463419 0.000213468 4.74024e-05 0.000512324 0.000498219 0.000469517 0.000382532 0.00056961 0.000566932 0.000103041 0.000190807 0.000506313 0.000513257 7.88475e-05 0.000426313 0.000458054
internal_weight=0 590 2531 2420 186 404 2375 293 111 1757 618 203 1688 140 109 161 111 577 463 112 42 114 1548 90 138 437 406 90 84 62
internal_count=3121 590 2531 2420 186 404 2375 293 111 1757 618 203 1688 140 109 161 111 577 463 112 42 114 1548 90 138 437 406 90 84 62
is_linear=0
shrinkage=0.00196078


Tree=9742
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 14 2 1 2 47 16 34 1 1 1 52 0 16 11 0 15 13 0 16 4 2 2
split_gain=10.5181 1.77415 0.986955 0.837365 0.707498 0.5732 0.473138 0.40638 0.308993 0.241081 0.229849 0.159347 0.134281 0.17599 0.131786 0.127824 0.109401 0.106967 0.105013 0.0982448 0.12625 0.096049 0.095944 0.207305 0.0925164 0.0793959 0.0782668 0.0777925 0.0762746 0.0736796
threshold=0.10508500000000001 -0.40306999999999998 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.40473500000000007 0.062655000000000016 0.092235000000000025 0.092845000000000025 0.14285500000000004 0.090100000000000013 -0.105305 -0.028109999999999996 0.11669000000000002 0.14699000000000004 0.091450000000000017 -0.54533999999999982 0.051010000000000007 0.15891500000000003 1.0000000180025095e-35 -0.11173999999999999 -0.10469999999999999 -0.07743499999999999 -0.14454499999999995 -0.27167499999999994 -0.013125 0.14019000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 8 -6 9 17 -5 14 15 -14 -4 -3 -13 22 -11 24 -21 -10 23 -1 -20 -25 -16 -26 -17 -19
right_child=1 2 11 10 7 -7 -8 -9 21 18 -12 16 13 -15 26 28 -18 29 19 20 -22 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.00072141095202844015 0.00062577547135337925 0.00031972898462780065 0.00012561102111038625 0.0005591366422290074 0.00055674907445288455 0.0004114196570346655 0.00035404224706558034 0.00031454758358067639 0.00064468001267489262 0.00066686310076960291 0.0003626376242693392 0.00019928840774461977 0.00030888727395067181 0.00053152931309770357 0.0002203356960667564 0.00025604755772661432 6.3835666690521828e-05 0.00048607520466926047 0.00063343621661506315 0.00038870273907534101 0.00058692880510504732 0.00078933719496906193 0.00065140687449981034 0.00056918501048474702 0.00060865560976358559 0.00041584678870790144 0.00036973542985780272 0.00055362839182769813 0.00012013950586026791 0.0006111624744831567
leaf_weight=28 74 147 25 37 84 48 24 39 25 72 60 41 39 21 26 77 52 20 170 21 30 60 1207 37 182 20 28 216 20 191
leaf_count=28 74 147 25 37 84 48 24 39 25 72 60 41 39 21 26 77 52 20 170 21 30 60 1207 37 182 20 28 216 20 191
internal_value=0 0.000339348 0.000303962 0.000616125 0.000354477 0.000623491 0.000627911 0.000479953 0.000630796 0.000626302 0.000437591 0.000178557 0.000303708 0.000386812 0.000243311 0.000283273 0.000123551 0.000640238 0.000595988 0.000587744 0.000505306 0.000746791 0.000646923 0.00058325 0.000595146 0.000515382 0.000297802 0.000578792 0.000228025 0.000599306
internal_weight=0 673 599 2448 427 2351 2303 123 2279 2194 97 172 304 60 79 244 93 1503 691 619 51 85 1292 85 568 57 54 398 97 211
internal_count=3121 673 599 2448 427 2351 2303 123 2279 2194 97 172 304 60 79 244 93 1503 691 619 51 85 1292 85 568 57 54 398 97 211
is_linear=0
shrinkage=0.00196078


Tree=9743
num_leaves=31
num_cat=0
split_feature=1 4 12 4 0 3 3 2 12 52 4 4 0 402 12 3 12 402 1446 4 1212 15 15 2 1213 1455 1456 1447 1374 15
split_gain=0.233774 0.0375902 0.0334743 0.0275255 0.0323505 0.0513178 0.0228092 0.0214789 0.0214091 0.0195845 0.0191651 0.0148586 0.0152186 0.0187769 0.0266983 0.0186904 0.016286 0.0146214 0.0224368 0.0272822 0.01934 0.0179258 0.018015 0.0180146 0.0155962 0.0157591 0.0251872 0.0175831 0.0163556 0.0141071
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.17966999999999997 -0.071924999999999989 0.11924500000000002 -0.053259999999999995 0.25063000000000007 -0.042789999999999988 0.08257500000000001 0.098655000000000007 0.053180000000000012 -0.086074999999999985 -0.012254999999999999 0.086095000000000019 -0.045649999999999989 0.13597000000000004 0.08865000000000002 0.11402000000000001 -0.51253999999999988 -0.096539999999999973 0.088990000000000014 0.091915000000000011 0.08734500000000002 0.11146500000000001 -0.24112999999999998 -0.14418499999999998 -0.083249999999999977 0.085820000000000021 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 9 -2 -3 -6 -5 -8 12 13 14 -4 16 17 18 19 -14 -21 23 -23 -19 25 -22 -27 -28 29 -29
right_child=1 7 11 4 8 -7 10 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 21 -20 20 24 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0052909572412563341 0.0042026664587891029 0.0016820820328706236 0.009752721468075402 0.0038217330137069448 0.0028723917831054058 -0.00065220877828930197 0.001897693898413994 -0.0014492577138298657 -0.00077179656031408489 0.0062459624748533735 0.0048445364724522318 0.0039403375318068411 0.0081786528495805602 0.0050161803800094114 0.0049985900685122174 0.0015373673342401163 0.0019217788580466401 0.0054293472697404593 0.0013092010426113295 0.0019455431835792428 0.0068547398899681871 0.002582215750589967 0.0058568469248712063 0.0088265328754291491 0.0062475310067053548 0.0013781066171269722 0.006612059797566289 0.0057372675714681722 0.0072692958870902661 0.0042561710443312813
leaf_weight=89 107 251 21 229 38 24 146 24 28 39 26 247 21 550 27 20 22 37 21 28 28 28 42 27 55 26 39 70 20 791
leaf_count=89 107 251 21 229 38 24 146 24 28 39 26 247 21 550 27 20 22 37 21 28 28 28 42 27 55 26 39 70 20 791
internal_value=0 0.0022385 0.00450354 0.00371712 0.00332586 0.0037778 0.0030563 0.0014088 0.00132637 0.00417451 0.00234315 0.00466936 0.0047655 0.00518172 0.00707852 0.00457028 0.00461862 0.00466674 0.00454649 0.00460956 0.00453865 0.00565292 0.00454699 0.00686253 0.00460921 0.00451669 0.00444749 0.00453424 0.00444225 0.00437659
internal_weight=0 554 2567 447 358 292 279 275 66 268 172 2120 1873 598 48 1275 1255 1233 1099 1078 1057 134 70 64 1029 974 946 920 881 861
internal_count=3121 554 2567 447 358 292 279 275 66 268 172 2120 1873 598 48 1275 1255 1233 1099 1078 1057 134 70 64 1029 974 946 920 881 861
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=31
num_cat=0
split_feature=1 12 3 1 39 0 4 3 52 2 4 4 15 12 0 4 16 4 151 2 47 1 4 150 0 52 475 156 156 0
split_gain=0.190377 0.0465499 0.0276736 0.0260487 0.0197666 0.0176316 0.0175394 0.0204131 0.0184631 0.0229356 0.0180095 0.0281889 0.0172588 0.0170286 0.0161349 0.0179775 0.0157912 0.0143226 0.0179355 0.0166886 0.0180196 0.016361 0.0234296 0.0147698 0.0185167 0.0143219 0.016789 0.021624 0.0142732 0.0219801
threshold=0.11690500000000002 0.051320000000000005 0.30112000000000005 0.08864000000000001 0.088025000000000006 -0.23194499999999998 0.40124500000000002 -0.13309499999999996 0.13796000000000003 0.082275000000000015 -0.14098499999999997 -0.42529999999999996 0.035560000000000008 -0.42850999999999995 -0.13843999999999998 0.0033150000000000007 -0.084939999999999988 0.42642000000000008 0.015440000000000001 0.11682500000000001 0.096475000000000019 0.092845000000000025 -0.16363499999999997 0.087170000000000011 -0.068944999999999992 0.10744000000000002 -0.029109999999999997 0.083310000000000009 0.10339000000000002 -0.040504999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 28 -1 7 8 9 -3 11 -9 17 -4 -12 -16 -17 18 19 20 21 -5 -23 24 -24 26 -7 -28 29 -2
right_child=2 6 13 12 -6 25 -8 10 -10 -11 14 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0067533018914136024 0.0032646599018227051 0.0082238349925588677 0.0020200204720501515 0.0043268614344445892 0.0012204029791367552 0.0017013470586389305 0.0019727253775844084 0.0042678898524692544 0.0023376573494169862 0.0050494966870459831 0.0016572489785030486 -0.00064758784981677319 0.004757400030004127 -0.00072770650153666902 0.0043578309518462052 0.0042101891507459214 0.0028318813279565804 0.0043900348033551412 0.00016690446645952763 0.00040736630643633284 0.0052382863838122129 0.005098185011939634 0.0016122530875316656 0.003147534112366358 -0.0017253670545125553 0.0012312145275063812 0.0039330645801638744 0.0073128128829209708 0.0053774258401244881 0.00035669327447456975
leaf_weight=22 101 27 34 38 132 25 35 28 20 145 25 20 35 67 1549 173 160 33 38 33 27 21 68 38 22 20 107 23 20 35
leaf_count=22 101 27 34 38 132 25 35 28 20 145 25 20 35 67 1549 173 160 33 38 33 27 21 68 38 22 20 107 23 20 35
internal_value=0 0.00398604 0.00162154 0.00316387 0.00212103 0.00408509 0.00419328 0.00422948 0.0052134 0.00554779 0.00413285 0.00221977 0.00264975 0.000197271 0.004181 0.00421453 0.00354794 0.00241778 0.00218941 0.00250057 0.00282335 0.00247467 0.0020023 0.00149439 0.00079639 0.00374966 0.00407462 0.00453102 0.0028831 0.00251629
internal_weight=0 2732 389 550 288 197 2182 2147 192 172 1955 48 353 101 1907 1882 333 318 285 247 214 187 149 128 90 175 155 130 156 136
internal_count=3121 2732 389 550 288 197 2182 2147 192 172 1955 48 353 101 1907 1882 333 318 285 247 214 187 149 128 90 175 155 130 156 136
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=31
num_cat=0
split_feature=1 12 1 47 402 0 4 10 10 3 1375 43 16 49 43 13 376 0 12 15 16 4 15 3 49 149 49 3 0 133
split_gain=0.15445 0.0421169 0.0230249 0.0198486 0.0223275 0.0207407 0.016855 0.0167788 0.0262186 0.01944 0.0166714 0.019879 0.0165918 0.018864 0.0151889 0.0249742 0.0150881 0.0142816 0.0139142 0.0136494 0.0140513 0.0132778 0.0451802 0.0131784 0.0121821 0.0113969 0.0126448 0.0442857 0.0400875 0.0134049
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.091530000000000014 -0.040504999999999992 0.022185000000000003 -0.079859999999999987 -0.3960249999999999 -0.13309499999999996 -0.096099999999999977 -0.04890499999999999 -0.070454999999999976 -0.0087849999999999977 -0.11720999999999999 -0.0072999999999999992 0.083705000000000016 -0.23194499999999998 0.099815000000000015 1.0000000180025095e-35 -0.06421499999999998 -0.059649999999999988 -0.033689999999999991 0.11924500000000002 -0.026779999999999995 0.078320000000000015 -0.014169999999999999 -0.082039999999999988 -0.098289999999999975 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 7 6 -5 8 -2 -9 -4 14 13 -13 -12 16 -16 -1 25 20 -11 -19 -23 -15 -14 26 27 28 -3 -28
right_child=3 18 10 5 -6 -7 -8 9 -10 19 11 12 24 23 15 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0060779715525727217 0.0018181714595162442 -0.0020272610742332682 -0.00033264196139167661 0.0056695339358633478 -0.0020851607495190011 -0.00029826849349774421 0.0024046059550073551 0.0045302009652368729 -0.0032409175613429399 0.0014417353604980947 0.0039300653670184347 0.00096291767226325145 0.0058140669242832173 0.0048721667287419694 0.00044268089910282901 -0.0014842191112360785 0.0030861977189779281 0.0044043266807670053 0.0032138739528238293 0.0029581392968086422 -0.00080328996409662068 0.0039005735898390414 -0.0008699016822329551 0.0018283537741517648 0.003349335928483365 0.0056235066128145859 0.0044831961307826703 0.0059888950624736028 0.002881935385548786 0.0037811235491032901
leaf_weight=22 21 21 22 21 23 21 64 20 20 92 23 54 29 33 38 28 50 73 370 36 40 75 27 25 65 37 343 35 80 1313
leaf_count=22 21 21 22 21 23 21 64 20 20 92 23 54 29 33 38 28 50 73 370 36 40 75 27 25 65 37 343 35 80 1313
internal_value=0 0.00357542 0.0028045 0.00136788 0.000884959 0.00251596 0.00321124 0.00118327 -0.000649677 0.00158301 0.00233638 0.00250657 0.00313011 0.00230793 0.00158248 0.00111701 0.00194468 0.00367658 0.00377315 0.00123215 0.000761425 0.00337469 0.0026378 0.00356018 0.00410973 0.00388628 0.00385042 0.00292348 0.00186121 0.00392654
internal_weight=0 2763 564 358 252 106 85 229 41 188 367 345 206 112 139 116 88 197 2199 168 132 175 102 58 94 1829 1792 136 101 1656
internal_count=3121 2763 564 358 252 106 85 229 41 188 367 345 206 112 139 116 88 197 2199 168 132 175 102 58 94 1829 1792 136 101 1656
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=31
num_cat=0
split_feature=1 3 39 4 2 2 2 4 2 1 2 14 3 2 1 2 1 50 52 49 1 12 4 1 399 4 12 150 11 3
split_gain=7.10128 1.14885 0.568356 0.487763 0.417151 0.368578 0.287831 0.235316 0.232047 0.186949 0.149741 0.148083 0.12013 0.117804 0.109954 0.166545 0.100136 0.0993598 0.095531 0.0902971 0.0800466 0.0774455 0.0832639 0.0676602 0.0618128 0.0581161 0.0544219 0.0575248 0.0514807 0.0512385
threshold=0.10508500000000001 -0.059315 0.056590000000000008 0.27834500000000006 0.14753000000000002 0.098630000000000009 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.09253500000000002 0.13501500000000002 0.062655000000000016 0.11658 0.094835000000000017 0.089770000000000016 0.090425000000000019 0.12408500000000001 0.041865000000000006 -0.52606999999999993 -0.054984999999999992 0.13075500000000004 0.091325000000000003 -0.51843499999999987 0.12000500000000001 0.09141500000000001 0.042705000000000007 0.11734000000000001 0.081835000000000019 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 6 11 23 -8 -9 13 12 14 26 -4 21 25 -10 -6 -2 -20 -5 22 -1 -3 -23 -16 27 28 -7 -24
right_child=1 4 9 20 17 10 7 8 16 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 24 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067319733227223127 0.00055033882426540315 0.00025279597522313493 0.00057877384832287146 0.00032570195125622881 8.7455099358777305e-05 0.00050123994356195503 0.00050051309912701168 0.00044449146106547002 0.00028692242006663729 0.00032169014294047973 0.00036142636764777727 0.00062344404131308936 0.00036443221403666733 0.00040729595080690734 0.00052606525030584076 0.00034196457181694356 0.000189206712922937 0.00023477234475105009 0.00032725420482213199 0.00047210716235541772 0.00019171583896892424 0.0005100720760865768 0.0005510642703407631 0.00014049083248181439 0.00062251848771291624 0.0004417803700534477 0.00042246692097448285 0.00040747705920069827 0.00057189677923739912 0.00047781024646240794
leaf_weight=21 45 30 24 60 75 287 21 30 144 66 39 78 28 43 249 23 56 23 21 78 24 312 1082 66 20 36 34 22 46 38
leaf_count=21 45 30 24 60 75 287 21 30 144 66 39 78 28 43 249 23 56 23 21 78 24 312 1082 66 20 36 34 22 46 38
internal_value=0 0.000292984 0.000520406 0.000406163 0.000234996 0.000527567 0.0002669 0.000301824 0.000283683 0.000395758 0.000477612 0.000539821 0.000488479 0.000468721 0.000536158 0.000502466 0.000259562 0.00012203 0.00047543 0.000441381 0.00028742 0.000543203 0.000550872 0.000175586 0.000516846 0.000515419 0.000497407 0.000504585 0.000511 0.000548579
internal_weight=0 673 2448 228 445 2315 347 251 230 133 456 1859 417 67 1781 308 200 98 144 99 84 1473 1141 96 332 285 389 355 333 1120
internal_count=3121 673 2448 228 445 2315 347 251 230 133 456 1859 417 67 1781 308 200 98 144 99 84 1473 1141 96 332 285 389 355 333 1120
is_linear=0
shrinkage=0.00196078


Tree=9747
num_leaves=31
num_cat=0
split_feature=1 52 123 1 4 12 2 2 1 4 14 1 1 12 4 4 1 49 132 14 133 0 52 12 13 475 49 157 13 47
split_gain=3.95643 0.465807 0.40177 0.34337 0.268194 0.212768 0.185467 0.124335 0.120078 0.115559 0.0970455 0.0653037 0.0597677 0.051177 0.0516579 0.0511363 0.124253 0.0471744 0.0449948 0.0536562 0.0505708 0.0432268 0.0431806 0.0412018 0.0380616 0.0378425 0.0331641 0.0330554 0.0402476 0.0329456
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.13559000000000002 0.36766000000000004 0.088105000000000003 0.14122000000000004 0.091265000000000013 0.09253500000000002 0.40473500000000007 0.076175000000000007 0.087135000000000004 0.16773500000000005 0.08401500000000002 -0.0019149999999999998 -0.015039999999999998 0.089770000000000016 0.005085000000000001 0.081465000000000024 -0.46413499999999996 0.087035000000000015 -0.093584999999999988 0.40674500000000008 0.090285000000000018 -0.071554999999999994 -0.088274999999999978 0.11560500000000001 -0.0041249999999999993 -0.10278499999999999 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 5 6 18 7 10 -4 -7 11 22 17 14 -13 21 23 -5 19 -3 24 -9 25 -17 -21 -1 -27 -23 -29 -2
right_child=1 3 8 12 -6 9 -8 15 -10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 20 -22 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00033588574835200012 0.00042731276792443656 0.00028807095484155898 0.0003567945349219254 0.00010713581251667628 0.00023042452552057558 0.00033572888492470815 0.0002524903752506563 0.00045173169521529693 0.00021688813580328614 0.00019740752275793159 0.00047259061123992575 0.0002472012717426077 1.3280310107763599e-05 0.00038156416594698492 0.00036232685903830452 0.00038970859931385137 0.00023568470515482632 0.00019868769462404388 0.00011401473985090122 0.00016534128798056694 0.00012978229752066088 0.00041231933525143064 0.0003252625021906126 0.00034375381810206702 0.00022760873878311795 0.0004072544230660509 0.00033190344203857408 0.00028920294869131123 0.0003724286390789265 0.00032831041262346822
leaf_weight=31 24 21 34 129 45 69 41 30 77 35 61 23 22 363 43 117 34 26 31 65 50 74 28 209 90 951 23 24 323 28
leaf_count=31 24 21 34 129 45 69 41 30 77 35 61 23 22 363 43 117 34 26 31 65 50 74 28 209 90 951 23 24 323 28
internal_value=0 0.00019679 0.000375093 0.000179662 0.000380383 0.000214348 0.000383225 0.000385521 0.000259742 0.000289178 0.000395965 0.000392767 0.000108918 0.000372432 0.000322207 0.00036591 0.000348483 0.000122493 0.000184066 0.000193675 0.000184005 0.00037982 0.000401213 0.000360247 0.000201497 0.000403329 0.000405475 0.000374696 0.000366672 0.000374004
internal_weight=0 590 2531 538 2420 361 2375 2334 111 104 1523 1462 177 429 66 811 360 155 257 226 205 451 1033 326 155 1005 974 421 347 52
internal_count=3121 590 2531 538 2420 361 2375 2334 111 104 1523 1462 177 429 66 811 360 155 257 226 205 451 1033 326 155 1005 974 421 347 52
is_linear=0
shrinkage=0.00196078


Tree=9748
num_leaves=31
num_cat=0
split_feature=1 1 12 12 2 2 14 4 1 4 2 3 0 1 47 150 12 4 3 15 40 0 43 16 0 12 160 160 47 11
split_gain=7.83474 1.31436 0.827191 0.701806 0.375603 0.346057 0.308403 0.286074 0.276197 0.269954 0.196971 0.17079 0.13601 0.188603 0.118524 0.118072 0.110791 0.107608 0.10923 0.105302 0.10032 0.0862263 0.100821 0.0702056 0.0674573 0.0801522 0.0665646 0.0613655 0.0577913 0.0562418
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 -0.029094999999999999 0.10045500000000002 0.17025000000000004 0.062655000000000016 0.40945500000000007 0.09253500000000002 0.40473500000000007 0.13501500000000002 0.30112000000000005 -0.10096999999999999 0.085345000000000018 0.078875000000000015 1.0000000180025095e-35 0.087625000000000022 -0.52556499999999995 -0.13927999999999999 -0.028889999999999996 -0.0061149999999999998 -0.060129999999999996 -0.065269999999999981 0.10246000000000001 -0.15202999999999997 0.084225000000000008 -1.0000000180025095e-35 0.085130000000000011 0.10350500000000001 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 8 6 7 12 11 19 28 15 20 13 24 27 -6 17 -14 -19 -1 -3 -18 -23 -2 -5 -26 -9 -15 -4 -8
right_child=1 5 9 4 10 -7 29 26 -10 -11 -12 -13 16 14 -16 -17 21 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00055415346760949154 0.0003072599270983479 0.00027168915818730124 0.00058087650016924134 0.00066486577878929266 0.00053460238195396576 7.6149977223180677e-05 0.00062182624442212026 0.00026169042269118969 0.00033453619729544362 0.00034293748584448121 0.00037864684354365919 0.00017446088214502826 0.00073317874407345283 0.00031680225852528417 0.00056674308636609242 0.00039762048553647317 0.00056672841248778998 0.00046073480073995641 0.00059532235991260082 0.00039760434141784324 0.00041807116294711197 0.00037490989209390156 0.00056168798313421364 0.00042886321286798694 0.00043657575916571941 0.00057826921149016985 0.00016282334952675642 0.00045561026299701019 0.00049460604185326562 0.00073142942520008621
leaf_weight=53 209 27 72 23 348 54 27 36 69 32 39 22 21 24 20 26 858 24 682 24 54 20 25 20 20 66 96 25 51 54
leaf_count=53 209 27 72 23 348 54 27 36 69 32 39 22 21 24 20 26 858 24 682 24 54 20 25 20 20 66 96 25 51 54
internal_value=0 0.000317578 0.000392752 0.000556456 0.000564817 0.000217694 0.000576528 0.000250219 0.000424628 0.000503368 0.000511252 0.000327666 0.000571225 0.000519762 0.000439542 0.00052508 0.000576845 0.000594861 0.000590747 0.000505359 0.000369277 0.00056234 0.000478675 0.00031788 0.000570543 0.000545317 0.000189787 0.000387623 0.000545106 0.000694895
internal_weight=0 673 384 2448 2302 289 1889 235 146 155 413 103 1808 178 69 374 1630 727 706 77 81 903 45 229 109 86 132 49 123 81
internal_count=3121 673 384 2448 2302 289 1889 235 146 155 413 103 1808 178 69 374 1630 727 706 77 81 903 45 229 109 86 132 49 123 81
is_linear=0
shrinkage=0.00196078


Tree=9749
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 4 2 2 4 2 1 2 14 3 11 1 4 1 11 47 10 3 16 3 43 131 14 1 1 12
split_gain=7.02229 1.11866 0.710099 0.674043 0.418854 0.339672 0.327967 0.220242 0.202486 0.180088 0.165154 0.162547 0.135704 0.124853 0.0925606 0.0925396 0.124865 0.0733518 0.0713037 0.0651741 0.0617175 0.0613338 0.0611373 0.0718708 0.0636762 0.0590899 0.0497137 0.0541775 0.0486276 0.0474413
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.40124500000000002 0.14122000000000004 0.17025000000000004 0.40945500000000007 0.089885000000000007 0.09253500000000002 0.11474000000000002 0.062655000000000016 0.30112000000000005 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.091450000000000017 0.095165000000000013 0.090100000000000013 -0.38124499999999995 0.12745000000000004 0.27776000000000006 -0.11171999999999999 0.016310000000000002 0.09031500000000002 -0.23083499999999998 0.11669000000000002 0.11588000000000001 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 5 19 6 9 8 13 12 -5 28 17 21 15 22 -17 -1 -16 26 -9 -4 23 24 -11 -2 -3 -28 -6 -25
right_child=1 2 7 10 11 -7 -8 20 -10 14 -12 -13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00053312032803567598 0.00055189516129571295 0.00032350988840657198 0.00026640459567251298 0.00045480336080871373 0.000504692258070922 0.00028412287580031973 0.00034008567579560931 0.0001167832543985379 0.00015644770333780262 0.00049578692297191571 0.00028523271801944393 0.00028270842882539078 0.00062294099448962476 0.00014804218797786776 0.00058993654414881552 0.0005129715125141691 0.0003361530146186134 0.00049320594196309556 0.00045555502322374602 0.00034733097886155341 -2.0487001987502853e-05 0.00038433104534359538 0.00045491408413579246 0.00053380253779155109 0.00034450969859665519 0.00043231444615943757 0.00025476969478281034 0.00016104219885299925 0.00040512117454854065 0.00049603662739590004
leaf_weight=1127 47 31 39 34 44 25 41 34 132 23 63 26 59 22 63 28 34 210 20 32 20 30 123 191 20 24 130 29 33 387
leaf_count=1127 47 31 39 34 44 25 41 34 132 23 63 26 59 22 63 28 34 210 20 32 20 30 123 191 20 24 130 29 33 387
internal_value=0 0.000278697 0.000251243 0.00050485 0.000313414 0.000511459 0.000513902 0.000178298 0.000205506 0.000517021 0.00034467 0.000416756 0.000530912 0.000276666 0.000495208 0.000488787 0.000416007 0.000526851 0.000557555 0.000265467 6.59424e-05 0.000317677 0.000494852 0.000502763 0.000425425 0.000511474 0.000251679 0.000237675 0.000462019 0.000508516
internal_weight=0 673 602 2448 325 2351 2326 277 223 2285 97 103 1396 91 889 806 62 1337 83 222 54 69 744 621 43 71 190 159 77 578
internal_count=3121 673 602 2448 325 2351 2326 277 223 2285 97 103 1396 91 889 806 62 1337 83 222 54 69 744 621 43 71 190 159 77 578
is_linear=0
shrinkage=0.00196078


Tree=9750
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 0 4 124 42 4 2 3 0 52 159 13 1447 159 160 479 52 1212 11 3 2 2 2 42 49 15
split_gain=0.248826 0.0534809 0.0354616 0.0395833 0.0256594 0.0248796 0.0245032 0.0211029 0.0162888 0.0159118 0.0247501 0.0207475 0.0229936 0.0199035 0.0594335 0.0221879 0.0191901 0.0227611 0.0162504 0.017679 0.016081 0.0154694 0.0187946 0.0163425 0.0154304 0.0200748 0.0310526 0.0136631 0.0135288 0.0125813
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.22582000000000002 0.41257000000000005 -0.076779999999999987 -0.0060199999999999993 -0.082249999999999976 0.11177500000000001 0.092670000000000016 -0.038659999999999993 0.11277500000000001 -0.032739999999999991 -0.088854999999999976 -0.085684999999999997 -0.071469999999999992 -0.54913999999999985 0.098035000000000011 -0.0080349999999999987 -0.082209999999999991 0.077415000000000012 -0.12711499999999995 0.13712500000000002 -1.0000000180025095e-35 0.10613000000000002 0.092145000000000019 0.005085000000000001 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 24 -4 7 -2 8 -1 10 13 12 18 15 -15 20 -17 -18 -11 -20 -9 -19 23 -23 25 -3 -27 -21 -13 -25
right_child=1 2 4 -5 -6 -7 -8 9 -10 11 -12 28 -14 14 -16 16 17 21 19 27 -22 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0049689659666320362 0.0044869781992731188 0.0012319855964937855 -0.0027305577727453228 0.0068322861808701426 0.0012129354168201325 0.0013745077131759554 0.0022071697032515661 0.006017070206386658 0.0022553035293028439 0.0068930036731456451 0.002033935040658848 0.0016810343162635237 0.0021000195264575944 0.0072257849189918486 -0.00039119510855969227 0.0081223115273751315 0.0019780273921787737 0.0031459512388599775 0.004854783841096953 0.00087665304788970384 0.0098564650584012283 0.0027239331267992386 0.0077590871472946465 0.0057255907708081179 0.00094108920901830146 0.0052203262931121014 0.0023963146648489902 0.0045730160479433837 0.0049248569295741625 0.0038281112706336456
leaf_weight=37 179 79 21 20 77 21 64 24 55 38 22 36 31 20 21 25 20 28 1512 20 20 22 36 336 71 52 155 20 20 39
leaf_count=37 179 79 21 20 77 21 64 24 55 38 22 36 31 20 21 25 20 28 1512 20 20 22 36 336 71 52 155 20 20 39
internal_value=0 0.00267989 0.00206259 0.00250312 0.000367901 0.00480145 0.00388653 0.00483166 0.00334667 0.00489132 0.00532731 0.00473195 0.00479732 0.0054499 0.0033244 0.00560835 0.00542105 0.00528066 0.00484991 0.00479989 0.00776225 0.00542394 0.00557124 0.00537285 0.00226059 0.00258816 0.00310573 0.00272483 0.00283954 0.00552825
internal_weight=0 718 475 377 98 2403 243 2382 92 2290 613 1677 1621 591 41 550 506 481 1590 1552 44 461 433 397 357 286 207 40 56 375
internal_count=3121 718 475 377 98 2403 243 2382 92 2290 613 1677 1621 591 41 550 506 481 1590 1552 44 461 433 397 357 286 207 40 56 375
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 4 1 2 0 1 12 4 475 48 12 47 16 1 3 3 4 47 14 1 0 43
split_gain=7.06223 1.10565 0.680402 0.552024 0.389645 0.317271 0.233561 0.22705 0.17436 0.165831 0.131044 0.127952 0.118881 0.104239 0.0691604 0.0862361 0.0639032 0.0626538 0.078044 0.0597253 0.0587506 0.0583021 0.0507624 0.0493478 0.0489462 0.0473328 0.0661063 0.0485048 0.0471543 0.0554008
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.40473500000000007 0.089770000000000016 0.14122000000000004 -0.095504999999999993 0.16540500000000002 0.091325000000000003 -0.51843499999999987 -0.06562999999999998 0.081275000000000014 0.09141500000000001 0.08265500000000002 0.19444000000000003 0.13210500000000003 0.084940000000000015 -0.0087149999999999988 -0.012164999999999999 0.090100000000000013 -0.23083499999999998 0.11669000000000002 -0.077809999999999976 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 7 13 10 -5 -6 14 16 19 21 15 -1 -7 -18 -19 -12 24 23 -17 -4 28 26 -3 -28 -16 -30
right_child=1 2 6 8 9 11 -8 -9 -10 -11 12 -13 -14 -15 20 22 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00064463480483614396 0.00049427016047132275 0.00032621173401691341 0.00029043625899525811 0.00046180328966527662 0.00045198973921726289 0.00052640359164771763 0.00031654775877067127 0.00061549576455678667 0.00028657260791248003 0.00028484917544071973 0.00033270125292067212 0.00034930447478600949 0.00048967025598664886 2.0548804213231471e-05 0.00054200740632674585 0.00052369930190088014 0.00046705066271737685 0.00031039054274218145 0.0004539587049807704 0.00046013338325564857 0.00041659101559770391 0.00014467119944393183 0.00046366189142268136 0.00016634003564138851 0.00045900500238312312 0.00032730684387406299 0.00024554506387453322 0.00015727432992213619 0.00041848568647515538 0.0005137962273091413
leaf_weight=22 76 33 22 34 74 55 37 79 61 33 31 41 261 22 119 1081 270 24 37 26 36 168 57 28 82 32 137 29 33 81
leaf_count=22 76 33 22 34 74 55 37 79 61 33 31 41 261 22 119 1081 270 24 37 26 36 168 57 28 82 32 137 29 33 81
internal_value=0 0.000271154 0.000243582 0.000495803 0.000302623 0.000501765 0.000171539 0.000512577 0.000349287 0.000400442 0.000508132 0.00045345 0.000471953 0.000149183 0.000515746 0.000523043 0.000464512 0.000454228 0.000397473 0.000390828 0.00049163 0.000162165 0.000520692 0.000220942 0.000500206 0.000257314 0.000246058 0.000230124 0.000514706 0.000486206
internal_weight=0 691 615 2430 338 2335 277 1908 95 107 1829 427 318 240 1511 1160 386 331 61 57 351 218 1138 50 315 231 199 166 233 114
internal_count=3121 691 615 2430 338 2335 277 1908 95 107 1829 427 318 240 1511 1160 386 331 61 57 351 218 1138 50 315 231 199 166 233 114
is_linear=0
shrinkage=0.00196078


Tree=9752
num_leaves=31
num_cat=0
split_feature=1 1 16 4 2 457 2 9 13 131 2 43 131 13 1455 15 393 11 160 4 41 1429 484 12 157 159 2 40 48 48
split_gain=0.237006 0.0502285 0.0294141 0.0219934 0.0229694 0.0216028 0.0195458 0.0225778 0.0189671 0.0198657 0.0481495 0.0188314 0.017571 0.0219207 0.0175089 0.0161242 0.0161135 0.0152394 0.0176073 0.0525361 0.015769 0.0207008 0.0490348 0.0148686 0.0139222 0.0142427 0.0162435 0.0150362 0.0157697 0.0214549
threshold=0.10337500000000001 0.12337000000000002 0.5136400000000001 0.40124500000000002 0.091265000000000013 0.094310000000000019 0.10444500000000002 -1.0000000180025095e-35 -0.0062949999999999994 0.090030000000000013 0.25063000000000007 -0.066504999999999995 0.09031500000000002 -0.063184999999999977 -0.23681499999999997 -0.40580499999999992 0.086855000000000016 0.080455000000000013 -0.53379499999999991 -0.050494999999999991 0.075585000000000013 0.084770000000000012 0.073690000000000019 -0.10022999999999999 -0.41266499999999995 0.082585000000000006 0.10882500000000002 -0.083709999999999993 0.10168500000000001 0.10668000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 14 6 7 -2 9 10 23 -10 13 -9 -1 -11 24 18 19 -16 21 -20 -23 -3 -6 27 -27 -26 -29 -30
right_child=1 8 -4 -5 16 -7 -8 12 11 15 -12 -13 -14 -15 17 -17 -18 -19 20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0078842217009514586 0.0015777298056616866 0.0030311471962880705 0.0053222091573256729 0.0015364208465061067 0.0066934849461540574 0.00056555733249029697 0.0025222464915874137 0.0081823062678070182 0.0011696568108163774 0.0012248228784770736 -0.0041559147139196284 0.0038688315447593519 0.003057032553035589 0.0044747144246894792 -0.000550519259096208 0.0048136264507082256 0.0016861594730036577 0.0070311903981774143 0.0049514426316484535 0.0064421383664011959 0.0067605083061951319 0.0056636097421869638 0.00057641958507398774 0.00047669690170022119 0.0014148427208419889 0.0059084288108958091 0.0032426246133400133 0.0043570978332806267 -1.2455678079277279e-05 0.0039520094485217053
leaf_weight=20 29 31 62 22 25 34 182 23 46 31 20 59 42 52 22 21 23 33 1311 21 45 40 36 86 20 96 30 596 20 43
leaf_count=20 29 31 62 22 25 34 182 23 46 31 20 59 42 52 22 21 23 33 1311 21 45 40 36 86 20 96 30 596 20 43
internal_value=0 0.00261316 0.00330963 0.00468372 0.0047128 0.00296493 0.00321365 0.00407553 0.00160872 0.00101005 0.000378418 0.00268634 0.00469465 0.00561171 0.00494486 0.00267415 0.00429709 0.00490588 0.00485833 0.0028645 0.0049182 0.00485843 0.00325389 0.00115352 0.00436945 0.00429727 0.00527371 0.00411607 0.00419805 0.00269345
internal_weight=0 718 424 2403 2381 362 328 146 294 189 137 105 117 75 1528 52 853 1508 1475 43 1432 1387 76 117 830 805 126 679 659 63
internal_count=3121 718 424 2403 2381 362 328 146 294 189 137 105 117 75 1528 52 853 1508 1475 43 1432 1387 76 117 830 805 126 679 659 63
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=31
num_cat=0
split_feature=1 4 2 12 0 51 159 16 12 45 4 1 1 2 42 2 133 14 0 376 2 11 0 0 15 51 3 3 130 12
split_gain=0.193144 0.0483371 0.0355627 0.0297672 0.0219494 0.0210137 0.0199526 0.041155 0.0192065 0.0171357 0.0173978 0.0176184 0.0197834 0.017298 0.0169347 0.016106 0.0146492 0.0207751 0.0199385 0.0160657 0.0154232 0.0141917 0.0232216 0.0215313 0.0205885 0.034107 0.02731 0.0180899 0.0140155 0.0133657
threshold=0.10124500000000002 -0.39518999999999993 0.13754500000000003 0.088105000000000003 0.22582000000000002 0.097935000000000008 0.10684 -0.11118499999999999 -0.081419999999999979 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.093400000000000025 0.088745000000000004 -0.12099999999999998 0.13093500000000002 0.089200000000000015 -0.46413499999999996 -0.019414999999999998 0.088235000000000008 -0.013254999999999998 1.0000000180025095e-35 -0.11173999999999999 -0.15350499999999997 0.040760000000000005 -1.0000000180025095e-35 -0.15447499999999995 -0.12018999999999998 0.097765000000000005 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 9 6 7 8 -4 10 14 13 -13 -12 28 21 17 -3 -19 -18 -20 22 23 -16 25 -23 -26 -24 -1 -5
right_child=1 2 5 29 -6 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 19 18 20 -21 -22 24 27 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0049716827984607505 0.0047760438723997095 0.0051601235886387861 0.0031325762555934489 0.0055370447378412921 0.00093933973228558891 0.0025539318279091581 0.0021262155583826824 -0.0043785578358675479 -0.0008177786621672567 0.00704400099454109 0.0065859302592633125 -0.00038750417297706008 0.0034187878769848289 0.0036535577331620094 0.0036555574140361238 0.0014586174977011979 -0.0010025826985046507 0.0023990527814154857 0.001868574184102371 0.0024856205493130764 -0.0018797808337867969 0.0066660883527694522 0.0021745696094034139 0.00017916274629533292 0.009352240226386737 0.0010919884059278826 0.0044142284397301933 0.0043813306235791737 0.0077766485107333763 0.0031979951696215017
leaf_weight=79 78 23 20 29 20 48 32 23 32 22 22 22 36 235 62 20 31 235 23 23 21 23 38 25 24 21 21 1655 23 155
leaf_count=79 78 23 20 29 20 48 32 23 32 22 22 22 36 235 62 20 31 235 23 23 21 23 38 25 24 21 21 1655 23 155
internal_value=0 0.00241559 0.00215067 0.00253392 0.00423801 0.000815506 3.56512e-05 -0.000856323 0.000701589 0.00426635 0.00423985 0.00354929 0.00197502 0.00390458 0.0043491 0.00428133 0.00200014 0.0022714 0.00203326 0.000483133 7.95866e-05 0.00431154 0.00424992 0.00265659 0.00554387 0.00400572 0.00704783 0.0043318 0.00560418 0.00356665
internal_weight=0 773 695 540 2348 155 107 75 52 2328 2306 315 58 257 1991 1889 356 302 279 54 44 1869 1780 87 89 44 45 1693 102 184
internal_count=3121 773 695 540 2348 155 107 75 52 2328 2306 315 58 257 1991 1889 356 302 279 54 44 1869 1780 87 89 44 45 1693 102 184
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=31
num_cat=0
split_feature=1 4 457 3 1 0 14 4 16 2 151 159 2 48 45 4 1 47 16 42 13 1213 393 3 42 4 133 3 3 4
split_gain=0.156447 0.0408748 0.0382966 0.0221549 0.0211286 0.017779 0.0153948 0.0251367 0.0192434 0.0208969 0.015445 0.0153355 0.0177616 0.0150779 0.0138799 0.0140922 0.0142709 0.0169145 0.0145454 0.0137171 0.0144909 0.0178076 0.0191723 0.0155347 0.0198553 0.0291305 0.0237452 0.0215783 0.0922568 0.0221051
threshold=0.10124500000000002 0.26790000000000008 0.079590000000000008 -0.07793499999999999 0.15471500000000002 0.22582000000000002 -0.10708499999999999 0.51303500000000013 -0.42170999999999997 0.10672500000000001 0.050660000000000004 -0.40873999999999994 0.14753000000000002 0.085485000000000019 0.081955000000000014 0.042705000000000007 0.083345000000000016 0.091680000000000011 -0.44310499999999992 -0.12099999999999998 -0.083764999999999992 -0.081599999999999992 0.10358500000000001 -0.088494999999999976 0.083715000000000026 -0.0082299999999999995 0.085760000000000017 -0.086424999999999988 -0.086049999999999988 -0.082349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 14 7 -3 10 -10 -8 -5 -13 -4 15 19 18 -18 -17 -1 23 -22 -23 -21 25 26 -25 -26 -29 -30
right_child=1 4 13 11 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 21 22 -24 24 27 -27 -28 28 29 -31
leaf_value=0.0050437575788237158 0.0042459993804186526 0.0040306007805392492 -0.0015282536067230546 0.0050966204245291328 -0.00099698283044355267 0.00084540576208382847 0.0012140048932956738 0.00038056446977987376 0.0014588242955505849 -0.0031124853639630601 0.0039066953923320401 0.0027582828626829983 0.00031362737362672176 0.0016850094276014715 0.0063396008738147271 0.0046230646927052695 -0.00025506663563040397 0.0032122865923584496 0.0030037536639032293 0.0056827378631329768 0.004737947658261122 0.0034410886361905431 0.0052917496287915068 -8.0112150559822715e-05 0.002360192020198007 0.0059817425743676732 0.0038429456318866601 0.010731951865802884 0.0013945501324577401 0.0044167243685515134
leaf_weight=102 128 54 23 23 35 20 144 29 20 20 25 197 35 40 22 81 24 34 176 68 138 1093 59 36 49 20 27 23 26 350
leaf_count=102 128 54 23 23 35 20 144 29 20 20 25 197 35 40 22 81 24 34 176 68 138 1093 59 36 49 20 27 23 26 350
internal_value=0 0.00217403 0.00279668 0.0031725 0.00132479 0.00381421 0.00160308 0.00275529 0.00114551 -0.000826831 0.00161233 0.00263365 0.00238948 0.000511913 0.00383971 0.00381586 0.00319437 0.00177752 0.00351412 0.00391419 0.0038532 0.00366447 0.00353587 0.00425965 0.00407741 0.00265675 0.0016012 0.00434062 0.00458383 0.00420774
internal_weight=0 773 446 383 327 2348 292 83 209 40 169 255 232 63 2328 2306 315 58 257 1991 1889 1290 1152 599 531 83 63 448 399 376
internal_count=3121 773 446 383 327 2348 292 83 209 40 169 255 232 63 2328 2306 315 58 257 1991 1889 1290 1152 599 531 83 63 448 399 376
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=31
num_cat=0
split_feature=1 1 15 3 34 2 132 9 457 49 15 4 2 4 147 130 42 14 0 41 1446 52 159 16 160 160 1374 15 3 484
split_gain=0.127266 0.0322718 0.0266833 0.0206258 0.0179504 0.0187918 0.0172567 0.0169737 0.01822 0.0214333 0.0167348 0.028611 0.0152094 0.0207725 0.0185649 0.0147463 0.0144552 0.0139643 0.0135979 0.0124333 0.0169509 0.0130405 0.022681 0.0265582 0.0130905 0.0221249 0.0289443 0.027137 0.0183704 0.0151184
threshold=0.11690500000000002 0.093890000000000015 -0.085319999999999993 0.30112000000000005 -0.021334999999999996 0.14753000000000002 0.10365500000000001 -1.0000000180025095e-35 0.094310000000000019 -0.085174999999999987 -0.41396999999999995 0.27834500000000006 0.10644500000000001 -0.069389999999999993 0.089365000000000014 -1.0000000180025095e-35 0.090395000000000017 0.062655000000000016 -0.076899999999999982 0.085095000000000018 0.11581000000000001 0.26521500000000003 -0.094234999999999985 -0.076354999999999992 -0.089744999999999978 -0.081969999999999987 0.086000000000000007 -0.0079099999999999986 -0.13309499999999996 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 -2 15 10 -4 9 -9 -5 -12 14 -14 17 -6 -17 19 -15 20 21 24 -23 -24 -1 27 28 29 -27 -26
right_child=3 2 7 6 5 -7 -8 8 -10 -11 11 -13 13 18 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0045067544339618048 -7.8369624815274817e-05 0.0017826640083627469 0.00035544655693229291 0.0016410206984305245 4.5896129449829459e-05 0.0005279156346140164 0.0022558579786813686 0.0061545107931155587 0.00076029302924871455 0.0032966519447812891 0.00024377148440708559 -0.0046074977656826374 0.00019085553316732071 0.0014518232937137197 0.0011143449853019168 0.0038260056246694745 0.0019760237986373389 0.0048898517387338455 0.0034439749389064442 0.0017234034084443314 0.006359106793322346 0.0036040933884214608 0.0030125552439130843 -0.0013374663591384887 0.0041461129761300982 0.0054498433444398241 0.007442152430303395 -0.00057401631838055673 0.0035312101137156475 0.0012438525489415044
leaf_weight=161 43 222 20 22 20 56 28 29 25 276 31 20 28 42 30 86 83 83 186 36 22 100 32 25 50 52 20 27 1238 28
leaf_count=161 43 222 20 22 20 56 28 29 25 276 31 20 28 42 30 86 83 83 186 36 22 100 32 25 50 52 20 27 1238 28
internal_value=0 0.00330814 0.00264025 0.00137489 0.0018061 0.00213685 0.000145282 0.00318421 0.00335565 0.00356838 -0.000664255 -0.00165869 0.003485 0.00276133 0.0035823 0.00261357 0.00291743 0.00362181 0.003077 0.00356304 0.00360078 0.00356576 0.00269665 0.00110465 0.00365234 0.00355513 0.00366708 0.00215843 0.00360855 0.00310428
internal_weight=0 2732 572 389 288 245 101 350 330 305 73 51 2160 256 1904 189 169 1874 228 1791 1755 1733 157 57 1576 1415 1310 105 1290 78
internal_count=3121 2732 572 389 288 245 101 350 330 305 73 51 2160 256 1904 189 169 1874 228 1791 1755 1733 157 57 1576 1415 1310 105 1290 78
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=31
num_cat=0
split_feature=1 1 16 457 16 4 456 456 9 0 147 401 4 474 475 51 11 2 41 0 16 2 0 150 52 2 3 4 0 14
split_gain=0.103158 0.030085 0.0217839 0.0174832 0.0244676 0.0168278 0.0165895 0.0158401 0.0167654 0.0130941 0.0175534 0.0164913 0.0427832 0.0173816 0.0260654 0.0202483 0.0148431 0.0153878 0.0133888 0.0125642 0.0314991 0.0231317 0.0125008 0.0118141 0.0114838 0.0114215 0.0113873 0.0204864 0.0164513 0.0147777
threshold=0.12000500000000001 0.093890000000000015 0.5136400000000001 0.079590000000000008 -0.0092699999999999987 0.40124500000000002 0.092050000000000007 0.060100000000000008 -1.0000000180025095e-35 -0.074479999999999977 0.089365000000000014 0.080710000000000018 -0.55119499999999988 0.087530000000000011 -0.075854999999999992 -0.034734999999999995 0.075910000000000019 0.10731 0.079300000000000009 -0.071719999999999992 -0.080509999999999984 0.097605000000000011 0.024095000000000002 0.087675000000000017 0.039215000000000007 0.14285500000000004 0.13524500000000003 -0.111605 -0.070889999999999995 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 23 25 7 8 -3 10 16 12 -11 14 -14 -15 17 -1 -18 21 -21 -16 -7 -5 -19 -2 27 -10 29 -29
right_child=5 2 -4 4 -6 22 -8 -9 26 11 -12 -13 13 15 19 -17 18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032954952318934674 0.0024563856594752346 -3.3587630497533139e-05 0.0038084368272889566 0.00015213473635757794 -0.0021289796302361146 0.00081187051987607244 -0.00036659903513888519 0.0051903638755902651 0.0056619822883724495 0.0071372784716500484 0.00078184869032286639 0.00066876860088852582 -0.00096462511415170002 0.006201910205116427 -0.00077856903579751296 0.0020038761800969954 0.005896825793131096 -0.00014458308502545824 0.0031428247656168102 0.0054864022221105795 0.0024257403835616091 0.0035545304221820764 -0.0014525645664403345 0.0027293594493328233 0.0030898360679635691 0.0005807847305983702 0.00067816067370586098 0.0051296738390293395 0.0012850553965729821 0.002646329434465031
leaf_weight=1554 105 27 88 29 21 153 21 21 22 22 28 38 22 27 28 20 41 23 31 39 244 22 29 46 21 47 30 27 82 213
leaf_count=1554 105 27 88 29 21 153 21 21 22 22 28 38 22 27 28 20 41 23 31 39 244 22 29 46 21 47 30 27 82 213
internal_value=0 0.00295948 0.00234967 0.0021115 0.000888061 0.00109973 0.00237662 0.00251314 0.00237293 0.0031365 0.00326493 0.00266448 0.00284334 0.00260835 0.00236909 0.00441551 0.00330656 0.00324328 0.00471108 0.00258934 0.00284753 0.00112799 0.000451054 0.00173283 0.00139912 0.00187643 0.00254666 0.00270961 0.0025079 0.00292571
internal_weight=0 2787 627 539 96 334 443 422 401 2160 1698 462 424 402 355 47 1670 1598 72 333 283 50 182 75 44 152 374 344 322 240
internal_count=3121 2787 627 539 96 334 443 422 401 2160 1698 462 424 402 355 47 1670 1598 72 333 283 50 182 75 44 152 374 344 322 240
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=31
num_cat=0
split_feature=1 2 4 1 0 15 42 52 48 0 1454 12 48 4 123 3 12 42 11 41 157 34 13 12 1 12 13 0 15 31
split_gain=0.0835577 0.0260267 0.0176405 0.0166145 0.0188041 0.0185406 0.0143233 0.0140426 0.0340977 0.0139507 0.0174924 0.0189493 0.0237228 0.0303633 0.0232448 0.0198413 0.0194891 0.0192114 0.0167688 0.0184387 0.0148265 0.0137771 0.0181413 0.0244307 0.0212758 0.022271 0.0200173 0.0232915 0.0173934 0.0149505
threshold=0.12000500000000001 0.10252500000000002 -0.46376499999999993 0.084785000000000013 -0.033209999999999996 0.013270000000000002 0.10077000000000001 -0.082554999999999976 0.085130000000000025 -0.076579999999999995 0.077440000000000023 -1.0000000180025095e-35 0.093265000000000015 -0.17966999999999997 0.085110000000000005 -0.10519499999999998 0.091715000000000005 0.085465000000000013 0.078065000000000009 0.079300000000000009 -0.24909499999999998 -0.038779999999999995 -0.072819999999999982 0.096990000000000007 0.14262000000000002 -0.081419999999999979 0.05868000000000001 -0.074229999999999977 -0.41396999999999995 -0.081689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 7 -6 8 -5 18 11 14 13 15 -11 -13 17 -15 20 -20 -1 29 23 24 25 -23 27 -24 -26 -2
right_child=21 2 3 5 6 -7 -8 -9 -10 10 -12 12 -14 16 -16 -17 -18 -19 19 -21 -22 22 26 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00032159085226753223 0.0010577607176104644 0.0034652866773795701 0.0027105216610672604 -0.00295583019615151 -0.0015102015994489194 0.0041300678071344186 0.0022290919619124563 0.0014369962907663097 0.0023299638482769851 -0.00094850738349027547 0.0051536842216072347 0.0069847670047734449 -0.00064649158663561814 0.0022215741844515183 0.003135957099518485 0.0034022523308801914 0.0025918976883855527 -0.0016340644038185322 0.0061851856986653402 0.002624390994606074 0.0029351331248962794 0.0034838972664654774 0.00076145698753862236 -0.0028007112018531189 0.0012741930250610625 0.00016123259035674366 0.0005173537703442642 0.0041120238910957981 -0.0027063725890753712 -0.0026806196547113359
leaf_weight=22 23 82 258 26 20 21 21 178 23 38 21 22 23 28 22 52 223 24 33 26 1624 43 32 20 21 38 55 59 23 20
leaf_count=22 23 82 258 26 20 21 21 178 23 38 21 22 23 28 22 52 223 24 33 26 1624 43 32 20 21 38 55 59 23 20
internal_value=0 0.00266354 0.0020975 0.00189246 0.00239439 0.00128732 0.000405046 0.00102433 -0.000474743 0.00282852 0.00233525 0.00219824 0.00246423 0.00266923 0.00054913 0.00446732 0.00218538 0.000442049 0.00295958 0.00461602 0.0029002 0.000989755 0.00123664 0.000444356 0.000963567 0.00192512 0.0020235 0.0029338 -0.000806557 -0.000681021
internal_weight=0 2787 629 547 299 248 41 227 49 2158 453 432 372 349 60 74 275 52 1705 59 1646 334 291 145 125 81 146 91 44 43
internal_count=3121 2787 629 547 299 248 41 227 49 2158 453 432 372 349 60 74 275 52 1705 59 1646 334 291 145 125 81 146 91 44 43
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 1 4 49 48 14 2 50 0 1 0 159 4 15 1 15 151 2 40 0 15
split_gain=9.89528 1.59607 0.841014 0.70619 0.598378 0.42074 0.34947 0.343401 0.246997 0.206972 0.192095 0.161623 0.160979 0.145786 0.126267 0.122393 0.113568 0.0949341 0.0882731 0.0881621 0.0878472 0.0906304 0.140552 0.281869 0.0871562 0.0866559 0.0864054 0.0807645 0.0764261 0.261197
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.091265000000000013 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.13501500000000002 0.090405000000000013 -0.15464999999999998 -0.054984999999999992 -0.015314999999999997 0.062655000000000016 -0.0091949999999999983 0.041865000000000006 -0.092759999999999995 0.13436000000000001 0.18019500000000002 0.082585000000000006 -0.013514999999999998 -0.23060499999999998 0.086920000000000011 -0.41942499999999994 -1.0000000180025095e-35 0.11411 -0.077714999999999992 -0.10607499999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 10 27 -8 -4 13 14 -9 -2 -7 28 -12 24 -17 -13 20 21 -15 -23 -24 -6 -26 -5 -3 29 -1
right_child=1 4 8 26 16 9 7 11 -10 -11 15 18 -14 19 -16 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00071698512516769702 0.00039619197917626557 0.00025835375246756218 0.00055403657646413635 0.00040471070951301287 0.0001733884295956197 0.00044834788308185572 0.00047668523916713593 0.00046726632425013708 0.00034666373439358098 0.0004453688617978318 0.00044069224706543681 0.00029988708963094192 0.00057514492386725362 0.00059910998511152015 0.00072163868386823865 0.00049735118994136259 0.00024670286628894841 0.00060640801493005428 0.00017809948390897583 0.00045501065093512633 0.00064066766772634008 0.00069539391259157575 0.00055745724235841223 0.00031497777695311049 0.00012502056176511906 -4.5348554589972816e-05 0.00027346583296319627 0.00014450934092861181 0.00063510348154564899 0.00048555833671022863
leaf_weight=30 23 46 34 30 29 32 54 20 63 48 23 150 121 357 62 36 23 208 27 20 101 24 235 20 22 24 54 50 1105 50
leaf_count=30 23 46 34 30 29 32 54 20 63 48 23 150 121 357 62 36 23 208 27 20 101 24 235 20 22 24 54 50 1105 50
internal_value=0 0.000329815 0.000598274 0.000463217 0.000261466 0.000605656 0.000299677 0.00033816 0.000419351 0.000570378 0.00062516 0.000300188 0.000546562 0.000577983 0.00063538 0.000577429 0.000126169 0.000590318 0.000281309 0.000583463 0.000586949 0.000578418 0.000551941 0.000538439 8.92047e-05 3.61323e-05 0.000320339 0.00019906 0.000630867 0.000572343
internal_weight=0 673 2448 228 445 2351 347 251 97 837 1514 197 144 789 1247 267 98 244 177 757 737 636 279 255 75 46 84 96 1185 80
internal_count=3121 673 2448 228 445 2351 347 251 97 837 1514 197 144 789 1247 267 98 244 177 757 737 636 279 255 75 46 84 96 1185 80
is_linear=0
shrinkage=0.00196078


Tree=9759
num_leaves=31
num_cat=0
split_feature=4 2 3 123 149 14 160 0 131 11 4 159 12 12 12 482 4 13 3 43 3 4 150 13 160 159 1447 160 50 2
split_gain=0.0957734 0.037302 0.0300353 0.0224241 0.0222207 0.0193242 0.015829 0.022478 0.0202963 0.0157938 0.0155659 0.0156103 0.0153043 0.0144839 0.0144527 0.0130363 0.0134194 0.022343 0.0311549 0.0184428 0.0272236 0.0259266 0.0172291 0.0161371 0.0158553 0.0133271 0.0189491 0.0192965 0.0135585 0.0132801
threshold=0.40124500000000002 0.17025000000000004 0.30112000000000005 0.08128500000000001 0.07770500000000001 -0.24175999999999997 -1.0000000180025095e-35 0.024095000000000002 0.096070000000000016 0.08765000000000002 0.51388000000000011 0.11084000000000001 0.092255000000000018 -0.07415999999999999 0.15120000000000003 0.11816500000000001 -0.073934999999999987 -0.081659999999999996 0.10893000000000001 -0.092909999999999979 -0.091054999999999983 -0.00059999999999999995 -0.050224999999999992 -0.081029999999999977 -0.41869999999999991 -0.085489999999999997 -0.085804999999999979 -0.52800499999999995 0.11564500000000001 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 10 8 9 12 -2 -12 13 -8 15 16 25 22 19 -19 21 -21 -18 -22 -25 -7 -27 -28 -29 -26
right_child=4 -3 -4 -5 -6 14 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 23 -23 -24 24 29 26 27 28 -30 -31
leaf_value=0.0060449420474469667 0.0034807842389758059 -0.00033382274220154312 0.0006929771441112583 0.0017538873292565135 0.0040210332022979859 0.0050534638062526942 -0.001025822528461741 -0.0025967839867613901 0.0036648422590224074 0.0027485908792269503 0.0021509029147349988 -0.0010665656831115485 -0.002692877231174862 0.0013161435708283417 0.00055660080737046278 0.0048854421691676428 0.0055530765243020147 0.0035923773791354677 -0.0013218611390108156 -0.0013759559835307301 6.6748327575623994e-05 0.0027233426385835091 0.0031598963647976701 0.0043657315669115631 0.0024088739475991517 0.0006272073036858014 0.0062641456967131018 0.0032656625366669712 0.0010705178244248162 0.0048118691192939878
leaf_weight=21 36 36 60 147 23 40 46 24 20 22 38 25 20 62 24 37 32 148 21 36 25 27 502 50 551 28 21 946 29 24
leaf_count=21 36 36 60 147 23 40 46 24 20 22 38 25 20 62 24 37 32 148 21 36 25 27 502 50 551 28 21 946 29 24
internal_value=0 0.00286441 0.00290599 0.002955 0.00102804 0.00302392 0.000793095 0.000268034 0.000672479 0.000273497 0.001822 0.00087413 -0.00015191 0.000318639 0.00299895 0.00302224 0.00299444 0.0027928 0.00248372 0.00257654 0.00236567 0.000380886 0.00330331 0.00255805 0.0026577 0.00326279 0.00319284 0.00326497 0.00320037 0.00250917
internal_weight=0 2805 2769 2709 316 2562 293 194 170 150 99 63 128 108 2541 2517 2480 1416 882 861 713 63 534 650 625 1064 1024 996 975 575
internal_count=3121 2805 2769 2709 316 2562 293 194 170 150 99 63 128 108 2541 2517 2480 1416 882 861 713 63 534 650 625 1064 1024 996 975 575
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=31
num_cat=0
split_feature=4 2 3 123 149 14 2 12 1375 3 13 40 13 13 4 1213 1212 1212 1212 481 1447 3 1213 130 475 15 484 0 157 51
split_gain=0.0775764 0.0302146 0.0243286 0.0181636 0.0179988 0.0156526 0.0130781 0.0117067 0.0114987 0.0109711 0.0143588 0.011993 0.0173445 0.0112229 0.0110731 0.0157355 0.015785 0.0400185 0.0138772 0.0139712 0.0171592 0.013477 0.0171199 0.0133916 0.0138997 0.0171364 0.0193803 0.019839 0.0157555 0.0142159
threshold=0.40124500000000002 0.17025000000000004 0.30112000000000005 0.08128500000000001 0.07770500000000001 -0.24175999999999997 0.25063000000000007 0.15120000000000003 -0.24191999999999997 0.12745000000000004 -0.16152999999999998 1.0000000180025095e-35 0.27266500000000005 -0.15078499999999997 -0.076229999999999978 0.12699500000000002 0.089995000000000019 0.092815000000000022 0.08790000000000002 -0.086484999999999992 -0.085804999999999979 -0.091054999999999983 -0.020279999999999996 -0.082104999999999984 -0.084169999999999981 -0.011859999999999997 -0.081614999999999979 -0.085754999999999984 0.12040000000000002 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -2 8 -7 10 -10 12 13 -12 15 16 18 -18 19 -15 -21 -19 -23 -16 25 26 -25 -28 -26 -29
right_child=4 -3 -4 -5 -6 7 -8 -9 9 -11 11 -13 -14 14 23 -17 17 21 -20 20 -22 22 -24 24 28 -27 27 29 -30 -31
leaf_value=0.0054404479249136614 0.00089461629676550278 -0.00030044050266345347 0.0006236793991411106 0.0015784985880798273 0.0036189299608256828 0.00074026797845927559 -0.0017545495484955608 0.00050094068380227941 0.00011162647888773965 0.0043265432785373438 0.004930965094567712 0.00078351589618250736 0.0051524721668101854 0.0053797333339310211 0.00018892594913874443 0.0045843054822302968 -0.001962245706185375 0.0047458232225229347 0.0053944705636240547 0.00030183500610291963 0.0029669822381943791 0.0033671051865288371 -4.064470816117067e-07 0.0065937710674479613 0.0025072857650376944 0.0018302703211601412 0.00092066747526152307 0.0022773107968359478 -0.00019353773704179649 0.005504472529849945
leaf_weight=21 273 36 60 147 23 29 20 24 21 43 23 31 30 23 24 57 23 24 24 25 717 36 26 25 1186 45 23 21 22 39
leaf_count=21 273 36 60 147 23 29 20 24 21 43 23 31 30 23 24 57 23 24 24 25 717 36 26 25 1186 45 23 21 22 39
internal_value=0 0.00257797 0.00261539 0.0026595 0.000925236 0.00272153 0.000713786 0.00269906 0.00272001 0.00274309 0.00271524 0.0027378 0.00276312 0.00273278 0.00271117 0.00297314 0.00287088 0.00174287 0.00302671 0.00295243 0.00287719 0.00273378 0.00195492 0.00253054 0.00257183 0.0034698 0.00415294 0.00341775 0.0024581 0.00437497
internal_weight=0 2805 2769 2709 316 2562 293 2541 2517 2488 2445 2424 2393 2363 2340 955 898 109 789 765 742 86 62 1385 1361 153 108 83 1208 60
internal_count=3121 2805 2769 2709 316 2562 293 2541 2517 2488 2445 2424 2393 2363 2340 955 898 109 789 765 742 86 62 1385 1361 153 108 83 1208 60
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=31
num_cat=0
split_feature=1 3 4 12 2 2 4 1 2 2 11 2 2 12 2 4 1 4 1 1 1 1 124 15 133 16 1 51 1 51
split_gain=8.55477 1.30965 0.680433 0.653699 0.590951 0.483433 0.334537 0.278334 0.273276 0.322222 0.243143 0.236905 0.155263 0.133596 0.130384 0.124515 0.118662 0.160234 0.0894033 0.0872423 0.0824946 0.0743409 0.0708971 0.0691971 0.0606029 0.0574335 0.0567684 0.055992 0.0526241 0.0504352
threshold=0.10508500000000001 -0.063814999999999997 0.27834500000000006 -0.029094999999999999 0.14285500000000004 0.13501500000000002 0.36766000000000004 0.092845000000000025 -1.0000000180025095e-35 0.10613000000000002 1.0000000180025095e-35 0.088850000000000012 0.094835000000000017 0.09320500000000001 0.31358000000000003 -0.15289999999999995 0.08864000000000001 -0.087894999999999987 0.091450000000000017 0.12082500000000002 0.13075500000000004 0.086105000000000015 -0.081214999999999982 -0.053579999999999996 -1.0000000180025095e-35 0.19444000000000003 0.13265500000000002 -1.0000000180025095e-35 0.12958500000000003 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 7 8 6 10 12 22 28 11 18 -1 21 29 -11 25 -18 -5 -2 24 -12 -3 -14 -4 -13 -17 -15 -10 -6
right_child=1 4 20 5 14 -7 -8 -9 9 15 13 16 23 27 -16 26 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006244496022369347 0.00054230440089289523 0.00025175154499033941 0.00024489022575729252 0.00059019739136797675 0.00012625786470856894 0.00034782117051940996 0.00034243634916549805 0.00033471464139060188 0.00049239743550926038 0.00042816145747315651 0.00073063603117856581 0.00055570479448078917 0.00050221649737843682 0.00063687518328922729 7.2585643249026144e-06 0.00027897786264182025 0.00057219962480505059 0.00037974441642210437 0.00054486571909750209 0.00042672474833733255 0.0001930761088623233 0.00060630248098172035 0.00014518066052593949 0.00035644088620467791 0.00037614080316787901 0.00051511925633356513 0.00017397111299219848 0.00051051099114224352 0.00036813795347424112 0.00022620360266563356
leaf_weight=28 105 48 21 1022 55 39 25 66 38 20 64 634 31 26 28 142 29 39 200 33 24 26 48 21 38 170 23 28 20 30
leaf_count=28 105 48 21 1022 55 39 25 66 38 20 64 634 31 26 28 142 29 39 200 33 24 26 48 21 38 170 23 28 20 30
internal_value=0 0.000306587 0.000430288 0.000556201 0.000246105 0.00056427 0.000568 0.000428971 0.000287038 0.00032203 0.00057052 0.00056516 0.000506732 0.000648456 0.000123306 0.000282051 0.000540471 0.000461821 0.000582778 0.000514666 0.000289998 0.000694717 0.000198466 0.000443346 0.000329424 0.000547123 0.000264341 0.000571353 0.000449549 0.000161533
internal_weight=0 673 221 2448 452 2302 2263 146 339 243 2238 2094 80 144 113 185 872 68 1222 138 83 90 96 52 59 804 165 54 58 85
internal_count=3121 673 221 2448 452 2302 2263 146 339 243 2238 2094 80 144 113 185 872 68 1222 138 83 90 96 52 59 804 165 54 58 85
is_linear=0
shrinkage=0.00196078


Tree=9762
num_leaves=31
num_cat=0
split_feature=1 4 150 3 0 43 160 4 43 0 3 13 13 15 49 3 2 14 52 15 0 16 15 151 52 159 50 16 52 159
split_gain=0.0882619 0.0318654 0.020326 0.0169602 0.0149589 0.0241932 0.0532841 0.0194884 0.0185483 0.0157735 0.0155112 0.0136295 0.0148699 0.0170185 0.0137896 0.0134681 0.0127597 0.0119171 0.0295085 0.0200782 0.0132505 0.0119466 0.0149832 0.013831 0.0117473 0.0116584 0.0215639 0.0168257 0.0340968 0.0142966
threshold=0.096325000000000008 0.26790000000000008 1.0000000180025095e-35 0.63141500000000017 -0.068604999999999985 -0.083684999999999996 -0.080719999999999986 -0.52556499999999995 -0.064334999999999989 0.062580000000000011 0.092670000000000016 -0.046499999999999993 -0.073839999999999975 0.093115000000000017 0.10084500000000002 -0.11171999999999999 0.113445 -0.10708499999999999 -0.065544999999999978 -0.46471999999999997 -0.055064999999999996 -0.44310499999999992 -0.41942499999999994 0.050660000000000004 -0.42058999999999996 0.11484000000000001 -0.13200999999999999 0.27776000000000006 -0.53964499999999982 0.082105000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 17 10 6 -6 -7 -9 -8 25 12 -10 -14 16 24 -13 18 19 -3 -20 23 -23 -19 -2 26 -1 29 -29 -28
right_child=1 3 -4 -5 5 7 9 8 11 -11 -12 14 13 -15 -16 -17 -18 21 20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0056888526401962739 0.0029960392774164416 0.0023385965103364511 0.0011589887170472832 -0.0018580046226270499 -0.0034986298287376055 0.0057354315228405452 0.0033106663655997452 0.0047526067468535273 0.0027171914241625929 0.00024101404420050063 0.0011899788843260871 0.0041672988793875244 -0.0019509367715562058 0.0017657409039592105 0.00055856925726402559 0.0022798361396659554 0.0014801139613458266 0.0008141828401777376 0.0024103361423368809 -0.0018870474884434688 0.0058063379349187023 -0.0021487955960245537 0.001094312858286089 0.0034550110675374288 0.0057627894742403275 0.0017321801381296525 0.0030272303291001925 0.0036230867520706464 -0.0015732708275723068 0.0040016350867387055
leaf_weight=32 57 23 139 20 21 21 47 33 40 26 45 67 22 28 20 330 24 144 27 22 20 28 29 23 21 63 1531 28 23 167
leaf_count=32 57 23 139 20 21 21 47 33 40 26 45 67 22 28 20 330 24 144 27 22 20 28 29 23 21 63 1531 28 23 167
internal_value=0 0.00173254 0.00220336 0.000966056 0.0029132 0.00231171 0.000940388 0.00281722 0.00255533 0.00221737 0.00302432 0.00219458 0.00128009 0.000130403 0.00293606 0.00255916 0.00345859 0.00114479 0.00210303 0.000272726 0.00385544 0.000751234 -0.000498793 0.00117789 0.00374093 0.00306909 0.00311638 0.00306931 0.00127963 0.00312306
internal_weight=0 883 547 336 2238 349 94 255 234 73 1889 201 90 50 111 408 91 316 92 45 47 224 57 167 78 1844 1781 1749 51 1698
internal_count=3121 883 547 336 2238 349 94 255 234 73 1889 201 90 50 111 408 91 316 92 45 47 224 57 167 78 1844 1781 1749 51 1698
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 14 1 4 2 4 2 2 1 123 14 1 15 47 4 1 43 0 12 15 52 4 16 16
split_gain=16.7912 2.38074 1.5466 1.40458 0.909679 0.713225 0.634493 0.550262 0.52488 0.482963 0.42014 0.374517 0.355108 0.18817 0.160665 0.159838 0.147172 0.135272 0.131686 0.123513 0.117231 0.168747 0.142655 0.0872525 0.0849693 0.071491 0.0698422 0.0801397 0.0709953 0.0831544
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.062655000000000016 0.09253500000000002 0.27834500000000006 0.14960000000000004 0.40945500000000007 0.089775000000000008 0.094835000000000017 0.087135000000000004 0.088610000000000008 0.097795000000000007 0.16175000000000003 -0.037864999999999989 0.090100000000000013 -0.013514999999999998 0.083345000000000016 0.064745000000000011 -0.097024999999999986 0.090285000000000018 -0.059484999999999989 0.40674500000000008 -0.50690499999999983 0.013515000000000001 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 19 6 7 12 13 -6 11 15 14 -1 26 18 -9 -12 -4 -3 22 24 -14 -16 -22 -15 27 -5 -29 -30
right_child=1 2 10 5 9 -7 -8 16 -10 -11 17 -13 20 25 23 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00065165312446620121 0.00058098095856263339 0.00020430266484202292 0.0004131726276348619 0.00076153271115905871 0.00053992408557214605 0.00028001544034869869 0.00035537658787887044 0.00080782610280910778 0.00028041080582561937 0.00024848487992844016 2.5484761339184308e-05 7.357742047269894e-05 0.00060891366760033904 0.00051063027855026465 0.00050097101036840222 0.00011369631939725625 0.00061615797599741048 -0.00015274550936017982 0.00021898216456791954 0.00033421082642378725 0.00060199629362250797 0.00042340040206428621 0.00051555673320309006 0.00060102783865739024 0.00053726512156113853 0.00036240226710331419 0.00053675890553231333 0.00064412765385253069 0.00047205069157130576 0.00062208274016384128
leaf_weight=26 71 191 25 21 69 26 38 67 69 32 64 114 391 29 37 23 20 22 29 33 124 38 75 355 210 22 25 806 20 49
leaf_count=26 71 191 25 21 69 26 38 67 69 32 64 114 391 29 37 23 20 22 29 33 124 38 75 355 210 22 25 806 20 49
internal_value=0 0.000241397 0.000201346 0.000591103 0.000293099 0.000602932 0.00060662 0.000610886 0.000404606 0.000447587 9.36941e-05 0.000144935 0.000604703 0.000515898 0.00062483 0.000250582 0.000763764 -2.0109e-05 0.000308885 0.000223441 0.000573168 0.000547211 0.000593888 0.000591584 0.000561297 0.000446689 0.000638981 0.000641833 0.00063896 0.000578595
internal_weight=0 673 602 2448 325 2302 2276 2238 146 101 277 191 2151 77 1313 77 87 86 54 224 838 372 466 392 334 51 921 896 875 69
internal_count=3121 673 602 2448 325 2302 2276 2238 146 101 277 191 2151 77 1313 77 87 86 54 224 838 372 466 392 334 51 921 896 875 69
is_linear=0
shrinkage=0.00196078


Tree=9764
num_leaves=31
num_cat=0
split_feature=1 2 40 13 150 150 3 4 9 11 11 2 52 132 13 40 123 13 401 1424 401 42 2 42 2 48 15 15 4 34
split_gain=0.110791 0.0317375 0.0196544 0.0240775 0.0209561 0.0195888 0.0233457 0.0158447 0.0152428 0.0142748 0.0262402 0.0164133 0.0157045 0.0142316 0.0142862 0.0135991 0.0127845 0.0122544 0.0120231 0.0117926 0.0113679 0.0188469 0.0161804 0.0135444 0.0111841 0.0124605 0.0105616 0.0168732 0.0103631 0.0102009
threshold=0.11910500000000002 0.10045500000000002 0.051255000000000002 -0.08971999999999998 1.0000000180025095e-35 0.086730000000000015 -0.028564999999999997 0.40124500000000002 -1.0000000180025095e-35 0.080455000000000013 0.085155000000000022 -0.090999999999999984 -0.020999999999999994 0.10240500000000001 0.15641500000000003 -0.082074999999999995 0.083965000000000012 -0.086254999999999984 0.086285000000000014 1.0000000180025095e-35 0.094270000000000007 0.086375000000000021 0.087815000000000018 0.090240000000000015 0.14285500000000004 0.016865000000000002 -0.41396999999999995 -0.30407999999999996 -0.046564999999999988 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 13 -6 -7 24 16 11 -11 -10 -12 14 17 -13 -1 -5 19 -17 -20 -22 23 -23 25 -2 29 -28 -27 -9
right_child=7 2 -4 4 5 6 -8 26 9 10 12 15 -14 -15 -16 18 -18 -19 20 -21 21 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00056175307225203141 0.0031855671684110458 0.001092709988406902 -0.00073073023813776674 0.0053868919052183634 -0.001483042800828116 0.0047280065609480847 0.00065397499964978459 -0.00075442848149044769 0.0010475892210977051 0.0069569716155196406 0.004991091823612806 0.0055908940884325173 0.0010756666894026455 0.00097109648032170359 0.0052693741128615364 0.0030351051159234282 0.0028303005853667854 0.0028488960736621476 0.0054047524784982676 0.0054774554120376705 0.0022896678307862367 0.007616312027953211 0.0027237366852832252 0.0042017712174968512 0.00050990741484441824 0.0026074988528853281 -0.0027960579927109753 0.00077873878331194012 -0.00057311703650546927 0.0013600217276383366
leaf_weight=20 68 109 20 20 20 22 39 29 37 28 20 23 21 33 29 1715 25 390 40 20 68 21 29 26 47 20 23 31 21 107
leaf_count=20 68 109 20 20 20 22 39 29 37 28 20 23 21 33 29 1715 25 390 40 20 68 21 29 26 47 20 23 31 21 107
internal_value=0 0.00295024 0.0023578 0.0024511 0.00271885 0.00123284 0.0021233 0.00105253 0.00314329 0.00318329 0.00459719 0.00313399 0.00298563 0.00297387 0.00312442 0.00317374 0.00132272 0.0029727 0.00314477 0.00306326 0.00391339 0.00349913 0.00458128 0.00572742 0.00179935 0.00235535 0.000439345 -0.00074386 0.000978403 0.000909146
internal_weight=0 2775 682 662 553 81 61 346 2093 2048 69 1979 41 472 439 1942 45 410 1919 1735 184 144 76 47 156 109 190 54 41 136
internal_count=3121 2775 682 662 553 81 61 346 2093 2048 69 1979 41 472 439 1942 45 410 1919 1735 184 144 76 47 156 109 190 54 41 136
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 1 2 47 1 2 2 2 11 12 4 150 2 47 2 43 4 1 15 10 1429 0 12 16 16
split_gain=6.88093 1.06373 0.679944 0.5934 0.392998 0.305623 0.200643 0.194194 0.169827 0.144834 0.135502 0.123495 0.121594 0.118162 0.138395 0.106642 0.0951092 0.0746054 0.0722086 0.0608285 0.0578145 0.0562822 0.0554607 0.0542534 0.0778078 0.0507246 0.0465837 0.0501954 0.0442686 0.0431824
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.077845000000000011 0.11474000000000002 0.13082500000000002 0.089770000000000016 0.090425000000000019 0.14753000000000002 0.13501500000000002 1.0000000180025095e-35 0.09320500000000001 0.27834500000000006 1.0000000180025095e-35 -0.0091949999999999983 0.090100000000000013 0.087625000000000022 -0.080324999999999994 0.038415000000000012 0.11588000000000001 -0.41942499999999994 -0.38124499999999995 0.084770000000000012 0.14486500000000005 0.099815000000000015 0.037555000000000005 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 9 -5 22 11 13 17 15 16 19 28 -4 21 -11 -3 25 -8 26 -6 -13 -25 -1 27 -7 -15 -14
right_child=1 2 8 6 7 12 20 -9 -10 10 -12 23 29 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0005237431814748561 0.00049120745925375256 0.00023786509394727533 0.00026755196095430564 0.00047778150729355025 0.00049339896981038297 0.00051519415598838222 0.00031724298237209895 0.00024582300543651175 0.00028971842182657043 0.00037201871424167075 0.00032875987502983681 0.00015221377557905974 0.00030228176201956393 0.00058592547280809568 0.00043973778392754348 0.00014974520984198687 0.00035201504453764805 0.00048838578762019414 0.00033719374981403921 0.00049544079948593198 0.00019214224330533079 0.00043420377421088288 0.00038706190614068501 0.00013146033647524959 -1.6652318942695367e-05 0.00043877897084969764 0.00039972382465032865 0.00045874537841583376 0.0006888741877373887 0.00042031542887768433
leaf_weight=768 71 191 40 28 44 147 49 24 37 23 25 32 26 42 20 113 29 268 33 674 20 127 33 25 30 28 23 103 26 22
leaf_count=768 71 191 40 28 44 147 49 24 37 23 25 32 26 42 20 113 29 268 33 674 20 127 33 25 30 28 23 103 26 22
internal_value=0 0.000264217 0.000237446 0.000488083 0.000298283 0.000494284 0.00033779 0.000399825 0.000166067 0.000505563 0.000467287 0.000147004 0.000449972 0.000513326 0.000583118 0.000180544 0.000460444 0.000479188 0.000252498 0.000509148 0.000280982 0.000468305 0.000447826 8.80205e-05 5.06716e-05 0.000520754 0.000484168 0.000491937 0.000625288 0.000356381
internal_weight=0 673 602 2448 325 2351 97 101 277 1874 316 240 477 1558 88 153 429 291 224 1470 69 400 77 87 55 796 273 250 68 48
internal_count=3121 673 602 2448 325 2351 97 101 277 1874 316 240 477 1558 88 153 429 291 224 1470 69 400 77 87 55 796 273 250 68 48
is_linear=0
shrinkage=0.00196078


Tree=9766
num_leaves=31
num_cat=0
split_feature=1 52 1 16 15 157 1 15 51 11 1453 51 15 16 12 475 1453 4 52 123 148 12 12 43 151 4 51 13 13 43
split_gain=0.115556 0.0219855 0.0234248 0.0247016 0.0182766 0.0205196 0.0192547 0.0205718 0.0353442 0.0318998 0.0232261 0.0241079 0.0326426 0.0590722 0.0286328 0.0205879 0.0183873 0.0174182 0.0237598 0.0172437 0.016662 0.0174026 0.030474 0.0179724 0.0165884 0.0159058 0.015477 0.0145091 0.0222012 0.0166582
threshold=0.10920500000000001 -0.26636999999999994 0.15471500000000002 -0.11118499999999999 0.024640000000000006 -0.0091799999999999989 0.095950000000000021 -0.079249999999999987 -0.22411499999999998 0.077695000000000014 -0.064249999999999988 -0.079189999999999983 -0.0079099999999999986 0.066275000000000014 0.096295000000000019 -0.085734999999999992 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.12067000000000001 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.070450000000000013 1.0000000180025095e-35 -0.0082299999999999995 0.14122000000000004 0.054800000000000008 0.15641500000000003 -0.14035499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 19 -4 6 -6 7 8 -1 10 -9 12 15 -14 -13 -12 25 -8 -19 20 -3 22 23 26 -18 -10 -22 29 -29 -7
right_child=1 2 3 -5 5 27 17 9 16 -11 11 14 13 -15 -16 -17 24 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0075068029708095967 0.0035036015548685104 -0.00018715725322677331 0.0013797239288687708 -0.0031612547840821842 0.0061714300778336253 0.0053406904099716082 0.0035234046895913289 -0.00025312125023143988 0.003202214479374345 -0.00072168216538557326 0.0048986849626664096 0.0040231028232260713 -0.002723944552417379 0.003920124460052213 0.0016134816647184293 0.0023212183779659904 0.0032611977178149546 0.0011311918164134266 0.0039016294023512229 -0.0013448717567371205 0.0014742379706020217 0.004222446700140577 -0.0017667436380482588 0.0040664737472044573 0.00031847626669332388 0.0069353748923167598 0.0042281158099120317 0.001068567130679904 0.003672901450045174 0.0033711144937630306
leaf_weight=21 50 44 25 23 26 45 65 24 21 27 38 241 32 23 62 168 454 167 38 20 282 29 24 35 20 25 22 67 64 939
leaf_count=21 50 44 25 23 26 45 65 24 21 27 38 241 32 23 62 168 454 167 38 20 282 29 24 35 20 25 22 67 64 939
internal_value=0 0.00150354 0.00130512 -0.000796162 0.00309603 0.00339432 0.00285734 0.00303493 0.00348471 0.00263928 0.00279361 0.00292325 0.00221882 5.44843e-05 0.00353005 0.00279667 0.00332228 0.00209701 0.00164474 0.00152631 0.00165801 0.00186513 0.0016768 0.00192059 0.00313703 0.00523111 0.00167353 0.00332957 0.00234091 0.00346119
internal_weight=0 554 504 48 2567 1141 1426 1156 541 615 588 564 261 55 303 206 520 270 205 456 436 392 363 339 474 46 304 1115 131 984
internal_count=3121 554 504 48 2567 1141 1426 1156 541 615 588 564 261 55 303 206 520 270 205 456 436 392 363 339 474 46 304 1115 131 984
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=31
num_cat=0
split_feature=1 2 11 2 2 13 131 11 43 3 132 15 4 34 2 4 12 13 151 151 4 148 43 16 52 51 401 2 12 2
split_gain=0.096223 0.0296288 0.0171921 0.0180165 0.0169878 0.0180957 0.0177699 0.015814 0.015321 0.0127061 0.0169766 0.0146415 0.0187299 0.0137429 0.014501 0.0139937 0.0125913 0.0242112 0.0158769 0.0190776 0.0165891 0.0175622 0.0159446 0.0136329 0.0188564 0.0131016 0.0111907 0.0104845 0.0188799 0.0169344
threshold=0.12000500000000001 0.097070000000000004 0.080455000000000013 -0.0091949999999999983 0.15609500000000001 -0.08971999999999998 0.077555000000000027 0.085155000000000022 -0.080419999999999978 0.30112000000000005 0.10613500000000002 -0.40580499999999992 0.27287000000000006 -0.021334999999999996 0.116525 -0.04890499999999999 -0.086254999999999984 -0.0072999999999999992 -0.098364999999999994 -0.083919999999999981 -0.0096849999999999974 -1.0000000180025095e-35 0.057265000000000003 0.058835000000000005 0.10263500000000002 0.11794000000000002 0.086285000000000014 0.084055000000000005 0.086210000000000023 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -3 -4 -1 13 11 -11 -13 -2 -15 -16 17 -7 -18 -20 22 -22 23 24 -21 -23 -5 28 -28 -29
right_child=9 4 7 26 -6 16 -8 -9 -10 10 -12 12 -14 14 15 -17 18 -19 19 20 21 25 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00024818532277849761 -0.00040027292278141548 0.0017112576516995302 0.0064520706395761896 0.0028635790958275085 -0.00052995158952068202 0.0026753550540102094 -0.001524721610476263 0.0031962106652956993 0.0029484908304814447 0.0010617148909950629 0.0021274972868223605 -8.5400581398668388e-05 -0.0042289580823853612 0.0027510747841248909 0.0034165480307274268 0.00053044808784588463 0.0051116619408130646 -0.0015137537448688156 -0.00042106555941115535 0.0064489085765671922 -0.00076181727228686214 0.0020527978321016461 0.001322440168587491 0.0029659509890051059 0.0033017500472116348 0.0043158819441330327 0.0071412086841605967 0.0004306975161307491 0.0036075515034436076 0.0036684788037313239
leaf_weight=47 39 112 26 1662 22 37 20 35 38 25 26 24 20 75 20 105 25 22 21 32 20 217 39 157 47 29 21 20 54 84
leaf_count=47 39 112 26 1662 22 37 20 35 38 25 26 24 20 75 20 105 25 22 21 32 20 217 39 157 47 29 21 20 54 84
internal_value=0 0.00272423 0.00293112 0.00287877 0.00221038 0.00228787 0.00122096 0.00458395 0.00145538 0.000928075 -5.02208e-05 -0.00087081 -0.00196884 0.00131694 0.00165179 0.000992224 0.00250587 0.00111331 0.00264584 0.00253615 0.00265094 0.0020879 0.00319555 0.00350509 0.00457655 0.00231958 0.00294449 0.00369575 0.00459698 0.00304583
internal_weight=0 2787 1987 1926 800 778 132 61 85 334 95 69 44 239 200 125 646 59 587 562 541 266 275 236 79 246 1841 179 75 104
internal_count=3121 2787 1987 1926 800 778 132 61 85 334 95 69 44 239 200 125 646 59 587 562 541 266 275 236 79 246 1841 179 75 104
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 2 1 2 0 49 4 50 1 4 12 49 0 457 1 4 0 130 123 14 15 150
split_gain=9.65733 1.52439 0.93385 0.859604 0.686279 0.467894 0.404075 0.290072 0.28514 0.253002 0.248682 0.195218 0.154047 0.229718 0.148325 0.14591 0.145304 0.134265 0.101752 0.09079 0.0855513 0.0810598 0.0787779 0.0770609 0.0775765 0.0764093 0.0743706 0.0720854 0.0687135 0.0644505
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.062655000000000016 -1.0000000180025095e-35 0.13501500000000002 0.09253500000000002 0.10467500000000002 -0.10474999999999998 0.082865000000000008 -0.15464999999999998 0.041865000000000006 0.085605000000000014 0.0061450000000000003 0.087695000000000009 -0.054984999999999992 -0.14723999999999998 0.080930000000000016 0.13288500000000003 -0.51843499999999987 -0.077429999999999985 -0.076894999999999977 0.09338500000000001 -0.22253999999999999 -0.41942499999999994 0.089910000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 7 19 12 22 21 -5 -10 13 16 -13 28 20 18 23 -6 -1 -7 -3 -14 -25 -16 27 -27 -4 -18
right_child=1 2 15 10 6 9 -8 -9 11 -11 -12 14 17 -15 25 -17 29 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00068427895158390149 0.00059918473687088278 0.00026096874470747807 0.00018833675256436252 0.00055144567455078081 0.00042400157188667974 0.00057349572451421819 0.00031233609457193896 0.0007398349389633773 0.00049180272823238851 0.00041687587136098373 0.00034217429136284406 0.00047637823969125747 0.00076013717080364708 0.00069545502756156164 0.00018432641169056297 0.00027718164020650135 0.00049418144613327562 0.00055277107103725244 0.00061116987450695595 0.000574040658079653 0.00052680099780685506 0.00044848613100114212 0.0001510093052921545 0.00064569651621078925 0.00057025030178428312 0.00041019850930966 0.00020771740196560146 0.00030615055617161878 8.1878432794162465e-05 0.00035882854006356662
leaf_weight=21 76 55 37 34 20 396 45 76 27 48 61 20 21 35 20 30 38 102 814 69 36 21 46 649 57 32 23 128 63 21
leaf_count=21 76 55 37 34 20 396 45 76 27 48 61 20 21 35 20 30 38 102 814 69 36 21 46 649 57 32 23 128 63 21
internal_value=0 0.000337204 0.000304829 0.000599906 0.000344387 0.000607344 0.000463761 0.000621185 0.000298814 0.000551683 0.000417071 0.000334336 0.000616159 0.000556225 0.00031527 0.000157248 0.000514215 0.000621667 0.000626227 0.000540324 0.000584819 0.0005672 0.000210888 0.000643087 0.000639605 0.000299397 0.000311973 0.00032696 0.000121268 0.000446005
internal_weight=0 691 615 2430 485 2335 134 1870 351 465 95 250 1794 151 223 130 116 1643 1541 89 57 417 101 727 706 203 183 160 100 59
internal_count=3121 691 615 2430 485 2335 134 1870 351 465 95 250 1794 151 223 130 116 1643 1541 89 57 417 101 727 706 203 183 160 100 59
is_linear=0
shrinkage=0.00196078


Tree=9769
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 4 1 0 49 4 4 1 147 123 475 12 3 4 1 0 0 10 151 47 1 151
split_gain=4.45026 0.73578 0.454411 0.397363 0.278667 0.222598 0.144317 0.126517 0.11581 0.113547 0.108808 0.0958668 0.12278 0.0895935 0.0793998 0.0789769 0.0606797 0.0661629 0.0587255 0.0481065 0.0470835 0.0464481 0.0524296 0.0460303 0.0818075 0.0421208 0.0395424 0.0408687 0.0389684 0.0355684
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.10045500000000002 0.062655000000000016 0.17025000000000004 0.14122000000000004 0.40473500000000007 0.09253500000000002 -0.10607499999999999 0.082865000000000008 0.40945500000000007 0.0061450000000000003 0.083345000000000016 1.0000000180025095e-35 0.089295000000000013 -0.066784999999999983 0.087695000000000009 0.076840000000000006 -0.52556499999999995 0.089770000000000016 -0.060129999999999996 0.11070500000000001 -0.38124499999999995 -0.088784999999999989 0.090100000000000013 0.14000500000000002 -0.029339999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 6 11 13 18 -6 -5 12 15 16 19 -1 17 28 -7 21 -17 -13 -23 -21 -25 -9 -3 -28 -4 -20
right_child=1 2 7 10 9 8 -8 25 -10 -11 -12 14 -14 -15 -16 20 -18 -19 29 23 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00042283987338311788 0.00043227620926465535 0.00029376471469945767 0.0003550522749027482 0.00039317222511354993 0.00040140192645785034 0.00046500437815714382 0.00052476413973317484 0.00012574215373803134 0.00029410466423506712 0.00026309752988446986 0.00025474648495788204 0.00054945042487286057 0.00049093942480539184 0.00015688676887733584 0.00039388198224899119 0.00023695274647644849 0.00014979358693427593 0.00017154914673929119 0.00031604899752652057 0.00044011989003556152 0.00035054208893401951 0.00045914661668534684 0.00036945498912267912 0.00028298007579995139 0.000458204097190157 1.2340244344052145e-05 0.00021588537548244377 0.00030757237632735436 0.00024243234656751156 0.00039940820988807916
leaf_weight=45 76 40 27 34 74 52 79 34 41 33 61 21 36 132 116 20 23 20 21 786 47 691 26 20 21 20 170 21 21 313
leaf_count=45 76 40 27 34 74 52 79 34 41 33 61 21 36 132 116 20 23 20 21 786 47 691 26 20 21 20 170 21 21 313
internal_value=0 0.000250266 0.000227774 0.000428597 0.000276024 0.000433655 0.000442712 0.000168898 0.000393186 0.000358747 0.000304288 0.000439167 0.000391325 0.000189519 0.00044338 0.000359306 0.000236854 0.000266301 0.00040371 0.000447048 0.000316635 0.000458556 0.000455894 0.000436779 0.000372729 8.37414e-05 0.000237706 0.000225966 0.000305781 0.000394167
internal_weight=0 691 615 2430 338 2335 1908 277 427 107 95 1829 148 223 1681 112 91 68 386 1565 67 738 717 827 41 54 231 191 48 334
internal_count=3121 691 615 2430 338 2335 1908 277 427 107 95 1829 148 223 1681 112 91 68 386 1565 67 738 717 827 41 54 231 191 48 334
is_linear=0
shrinkage=0.00196078


Tree=9770
num_leaves=31
num_cat=0
split_feature=1 1 12 1 13 15 4 12 39 4 52 157 2 0 13 13 12 10 3 16 16 52 51 49 131 40 11 4 52 0
split_gain=0.126377 0.0209036 0.0227876 0.0205746 0.0175859 0.0207365 0.0175214 0.016619 0.0164668 0.0169451 0.0177469 0.0161905 0.0159408 0.0151365 0.0151214 0.0208421 0.0161452 0.0140487 0.0137011 0.0135912 0.013577 0.0246016 0.0157367 0.0155277 0.0134688 0.0134395 0.0133626 0.0276784 0.0128187 0.0164382
threshold=0.11146500000000002 0.089770000000000016 0.085055000000000006 0.14860500000000001 -0.093839999999999993 0.035560000000000008 -0.010655 -0.10022999999999999 0.096625000000000016 0.056795000000000005 -0.067494999999999986 -0.06457499999999998 0.13404500000000005 -0.095504999999999993 0.10820000000000002 -0.07743499999999999 0.10124000000000001 -0.062879999999999978 -0.11171999999999999 0.13751500000000003 0.19444000000000003 0.070205000000000017 -0.22411499999999998 0.12595000000000003 0.083410000000000026 -0.07632499999999999 0.08326500000000002 -0.46376499999999993 -0.53299999999999992 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 6 -3 24 11 -8 9 10 -9 -2 20 18 15 16 -11 -5 -4 -14 22 23 -1 28 -6 -10 27 -24 -22 -30
right_child=3 2 13 17 5 -7 7 8 25 14 -12 -13 19 -15 -16 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0063245896427404323 0.0010984640709648375 -0.0007389647071249783 0.0034707819309551268 -0.0022659088205546139 0.002298194136208903 0.0050756340750958773 0.0035322975273528651 0.001693799678236246 0.0016723445826210084 0.0018692913406994196 -0.0022004917385691609 0.0039002371876091335 0.00017748836307200018 0.0035530204145828841 -0.00045133756534398902 0.003223836346536771 -0.0013739807248930448 0.00088863785858848141 -0.00010798087029758356 0.0035258585968139496 0.004687387729866494 -0.00024954557544939842 0.0067773556957642245 0.00080753729492425916 -0.00025261968839913608 -0.0016321369144861821 0.0010633596476899195 0.0035491080022040898 0.0020149042309026005 0.0045137766181142071
leaf_weight=21 30 20 20 20 207 25 36 25 20 66 22 66 27 325 23 103 20 48 23 22 58 24 27 25 23 32 21 1625 77 40
leaf_count=21 30 20 20 20 207 25 36 25 20 66 22 66 27 325 23 103 20 48 23 22 58 24 27 25 23 32 21 1625 77 40
internal_value=0 0.0033001 0.00280512 0.00158041 0.00211646 0.00234042 0.00182901 0.00149822 0.00126277 0.00158881 -0.00012906 0.00302468 0.0034619 0.00331974 0.00196966 0.00226428 0.00111504 -3.917e-05 0.00155656 0.00168084 0.0035074 0.00277574 0.00360415 0.00313878 0.00204311 -0.000361182 0.00357001 0.00360187 0.00347181 0.00286922
internal_weight=0 2610 643 511 275 255 443 347 311 259 47 96 1967 368 212 189 86 68 43 49 1918 224 1694 200 230 52 1673 1652 175 117
internal_count=3121 2610 643 511 275 255 443 347 311 259 47 96 1967 368 212 189 86 68 43 49 1918 224 1694 200 230 52 1673 1652 175 117
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 2 1 2 3 1 0 0 4 1 15 40 12 52 47 1 10 3 3 43 4 12 16
split_gain=7.37417 1.15792 0.761657 0.583876 0.437058 0.322297 0.2341 0.218719 0.207003 0.177438 0.16522 0.153785 0.142649 0.12995 0.1252 0.0792404 0.156258 0.0644683 0.063987 0.0633262 0.0558279 0.0549782 0.0535723 0.0533052 0.048827 0.063158 0.0484949 0.0448833 0.0440783 0.0411154
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.17025000000000004 0.40945500000000007 0.13501500000000002 0.077845000000000011 0.10699500000000002 0.30112000000000005 0.085605000000000014 -0.14723999999999998 -0.097024999999999986 -0.0096849999999999974 0.086920000000000011 -0.097454999999999986 -1.0000000180025095e-35 0.090285000000000018 -0.068719999999999989 0.090100000000000013 0.11669000000000002 -0.38124499999999995 -0.14186499999999996 -0.10831999999999999 -0.080324999999999994 0.04735000000000001 0.10061500000000002 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 12 7 11 15 -5 28 18 13 -1 17 24 19 -14 -4 27 -19 22 29 -8 -7 -26 -11 -17 -6 -3
right_child=1 2 6 9 10 8 23 -9 -10 26 -12 -13 14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00054203266222375133 0.00042509553575325058 0.00023606182055825936 0.00016306099688373 0.00040672363019457052 0.00042724367705922498 0.00047008168926847635 2.3739168532149737e-05 6.9390504098345435e-05 0.00027632621377705576 0.00025526988108300096 0.00020385030721305458 5.1584215369905591e-05 0.0004162050063533136 0.00045624430464148453 0.00043483212734920476 0.00049897821568089867 0.00026384014793527606 0.00037353820258788036 0.00028628044907382454 0.00037874113412594493 0.00023189005263321233 0.00025783459311744071 0.00011013130507887605 -0.00010383337526125651 0.00031450693454068826 0.00042280816460788602 0.00013999060736786501 0.00041184042358539323 0.00033398957344462135 0.00016718899584397938
leaf_weight=73 76 48 26 28 40 79 34 132 48 47 27 22 30 969 395 33 36 20 43 183 23 33 43 20 22 351 20 73 38 109
leaf_count=73 76 48 26 28 40 79 34 132 48 47 27 22 30 969 395 33 36 20 43 183 23 33 43 20 22 351 20 73 38 109
internal_value=0 0.000196767 0.000168551 0.000426324 0.000231018 0.000432455 9.23267e-05 0.000120377 0.000401289 0.00027564 0.000336051 0.000194335 0.000449482 0.000462254 0.000421045 0.000409009 0.000385657 0.000346444 0.00023985 0.000400831 0.000297773 0.000183686 0.000171451 -2.35099e-05 0.000425799 0.00041642 0.000220858 0.000438968 0.000381812 0.000188246
internal_weight=0 691 615 2430 338 2335 277 223 825 95 105 91 1510 1042 468 777 325 73 69 289 43 233 200 54 452 373 67 106 78 157
internal_count=3121 691 615 2430 338 2335 277 223 825 95 105 91 1510 1042 468 777 325 73 69 289 43 233 200 54 452 373 67 106 78 157
is_linear=0
shrinkage=0.00196078


Tree=9772
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 3 47 0 402 475 2 2 13 133 159 16 48 12 15 4 49 3 1 1454 1454 481 480 480 1447 403
split_gain=0.130182 0.0385857 0.0248018 0.024572 0.0238468 0.018361 0.0171863 0.0196719 0.019519 0.0145499 0.0144951 0.0251935 0.0179301 0.0146353 0.0172803 0.0171088 0.0136981 0.0136716 0.0135259 0.0117991 0.0114682 0.0114134 0.0234878 0.011026 0.0116711 0.0128562 0.0196559 0.0166794 0.0197721 0.0160941
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.078320000000000015 -0.074359999999999996 0.12178000000000001 0.085505000000000012 -0.040504999999999992 0.091530000000000014 -1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 -0.016469999999999995 0.085265000000000021 0.09599000000000002 -0.11118499999999999 -0.024949999999999996 0.099815000000000015 -0.23141499999999995 0.022185000000000003 -0.026779999999999995 -0.0043399999999999992 0.095950000000000021 0.10998000000000001 0.098995000000000014 -0.065229999999999996 -0.095389999999999989 0.086995000000000017 -0.073059999999999986 -0.084964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 16 8 19 10 -4 11 -2 -13 14 15 -12 -6 23 -11 -8 -7 22 -18 24 25 26 -3 29 -29 -28
right_child=6 17 3 -5 5 20 7 -9 -10 18 13 12 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00071948956212271819 0.00033139826261922574 0.0014014131180287916 -0.0010140803623653483 0.0054150348234300811 0.0016464226918435809 0.0032273311944057549 0.0050773103740357336 -0.00046506578524020459 -0.0020558150161219682 -0.00051007679707947234 0.00024046860097979127 0.0017335874124962307 0.0052400027438998225 0.0025112309800169896 0.0015840294511480562 -0.0033872843079734596 0.0037782641794375767 0.0028649472734459044 0.0022180720498888857 0.0022784116050537646 0.00031545542819673617 0.0039977546722764984 -0.00030179857165508328 0.0058095763925285569 0.0015149378302057499 0.0034421330009963367 0.0080816936644259856 0.0024966981742446399 0.0056547102353145043 0.0048750842049937806
leaf_weight=23 63 21 20 30 43 21 20 21 23 21 26 35 25 20 26 26 43 370 135 61 38 177 21 21 29 1584 20 55 31 72
leaf_count=23 63 21 20 30 43 21 20 21 23 21 26 35 25 20 26 26 43 370 135 61 38 177 21 21 29 1584 20 55 31 72
internal_value=0 0.00322941 0.00249762 0.0026324 0.00247155 0.00295711 0.00117233 0.00226238 0.000716648 0.00152526 0.00100519 0.00172808 0.00319459 9.78794e-05 -0.000520929 -0.00157341 0.00329059 0.00341942 0.00185082 0.0029695 0.00135189 0.00358394 0.00243949 0.00353135 0.00350494 0.00353731 0.00429489 0.00463626 0.00363505 0.00557217
internal_weight=0 2775 572 549 519 343 346 102 244 176 221 123 60 98 78 52 284 2203 156 81 59 241 64 1833 1812 1783 199 178 86 92
internal_count=3121 2775 572 549 519 343 346 102 244 176 221 123 60 98 78 52 284 2203 156 81 59 241 64 1833 1812 1783 199 178 86 92
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=31
num_cat=0
split_feature=1 12 1375 2 14 43 3 3 43 376 12 12 4 2 16 42 0 0 13 13 15 1447 4 4 475 13 13 0 3 4
split_gain=0.105502 0.0328998 0.0198538 0.0213243 0.0178365 0.0143321 0.0191121 0.0147482 0.0135082 0.018205 0.0139111 0.0135375 0.0132498 0.0121085 0.0187441 0.0186904 0.0308447 0.0201414 0.0311872 0.0166423 0.0674912 0.0211793 0.0185112 0.0161734 0.0160074 0.0180492 0.0365749 0.0153482 0.0237512 0.0291452
threshold=0.12000500000000001 0.051320000000000005 -0.27302499999999996 0.14122000000000004 0.08104500000000002 -0.078139999999999973 0.12178000000000001 -0.11171999999999999 -0.085594999999999991 0.084025000000000016 -0.086254999999999984 -0.054684999999999991 0.40124500000000002 0.087625000000000022 -0.087874999999999981 0.08426500000000002 -0.060129999999999996 -0.09515499999999999 -0.087404999999999997 -0.085384999999999975 0.087575000000000014 -0.085024999999999989 -0.081224999999999978 -0.079164999999999985 -0.085734999999999992 0.043850000000000007 0.086705000000000018 -0.082394999999999982 -0.082879999999999995 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 10 -10 -4 -12 -2 14 -3 24 17 -17 -19 20 -20 -21 -23 -24 -16 -26 -27 28 -25 -30
right_child=12 13 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15 15 16 -18 18 19 21 -22 22 23 27 25 26 -28 -29 29 -31
leaf_value=-0.00064754047147605736 0.0017109271110185593 0.0039707202165042083 0.00080529827391728759 -0.00077519112133554052 0.0049303330106860296 0.00060556742322185773 0.001059006587543004 0.0032454191159551971 -0.0011284945810021943 0.0019679750705700974 0.005262785743916934 0.0019885403099968763 0.00044613298076520941 0.0028412749762144716 0.0056958431683597158 0.0053690959283682919 -0.0012414689542492854 -1.3123696851657659e-05 0.0020792719776026635 -0.0003291654015850762 0.0091649513947777463 0.0050476185878682318 -0.00020487643778324129 0.0038197170304744665 0.003688824071404933 -0.001464525252495977 0.0035897446830370806 0.0034735415269521279 -0.002664026956772432 0.0026104815623925375
leaf_weight=23 152 310 32 21 28 23 59 265 34 43 23 28 182 1090 32 28 20 41 41 23 20 33 20 29 296 22 41 120 20 22
leaf_count=23 152 310 32 21 28 23 59 265 34 43 23 28 182 1090 32 28 20 41 41 23 20 33 20 29 296 22 41 120 20 22
internal_value=0 0.0029025 0.00223155 0.00235065 0.00247335 0.00233766 0.00269869 0.0030346 0.00155467 0.000600703 0.00243967 0.00346516 0.00102173 0.00307844 0.00330967 0.00305605 0.00259033 0.00278336 0.00258716 0.00291219 0.00440245 0.00257172 0.00284517 0.00250071 0.00355273 0.0033617 0.00182476 0.00278401 0.00161862 9.88108e-05
internal_weight=0 2787 579 556 535 507 347 288 160 77 83 51 334 2208 1118 808 417 397 369 328 61 267 244 211 391 359 63 191 71 42
internal_count=3121 2787 579 556 535 507 347 288 160 77 83 51 334 2208 1118 808 417 397 369 328 61 267 244 211 391 359 63 191 71 42
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 2 2 47 1 2 14 4 1 3 4 11 11 4 160 3 47 12 50 51 14 1 16 48 3
split_gain=7.79079 1.2657 0.707202 0.646539 0.438443 0.408833 0.241184 0.219346 0.211225 0.179599 0.170629 0.156842 0.131637 0.125382 0.154929 0.108055 0.0736811 0.0605044 0.0532291 0.04852 0.0572417 0.0481807 0.0468654 0.0434962 0.0649858 0.0424913 0.0410926 0.0554271 0.0897488 0.0410767
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 0.080750000000000016 0.092235000000000025 0.088725000000000012 0.14960000000000004 0.11474000000000002 0.13082500000000002 0.092845000000000025 0.14838000000000004 0.062655000000000016 0.27834500000000006 0.080270000000000022 -0.12018999999999998 0.27834500000000006 1.0000000180025095e-35 0.094815000000000024 -0.0070899999999999991 -0.075414999999999982 -0.010424999999999999 0.090100000000000013 0.10124000000000001 0.083090000000000011 0.0053700000000000006 -0.46166999999999997 0.11669000000000002 -0.29154999999999992 0.081805000000000017 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 11 21 12 18 10 -5 15 13 16 -1 -15 -4 29 -18 -7 -17 -21 25 -20 24 -16 -3 27 -27 -29 -6
right_child=1 2 8 9 6 7 -8 -9 -10 -11 -12 -13 -14 14 23 19 17 -19 22 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00049026510711856145 0.0004653555705003467 0.0002656180338532317 0.00021928554226651907 0.00040911489167393556 0.00036894601676700048 0.00048936336926496771 0.00023859830843256632 0.00019049045380229262 0.00025365570698043989 0.000230195549347346 2.3246782490577403e-05 0.00057777898500400732 0.00027372534258985053 0.00031598750571872476 0.00045424920962977019 0.00018047164163850492 0.00052694421161942305 0.00040322445701706865 0.00042454574415006641 0.00014356773691017087 4.2484579878501826e-05 0.00027307994060783605 0.00031044219229735579 0.00047942271355062274 0.00035555298088157478 0.00025462246061686207 0.00011844695734570663 7.3775386007620363e-05 0.00020889337561558495 0.00043232213589095996
leaf_weight=983 71 26 41 34 42 21 26 24 37 59 84 62 20 30 222 24 55 21 31 35 56 33 25 249 29 42 33 27 63 616
leaf_count=983 71 26 41 34 42 21 26 24 37 59 84 62 20 30 222 24 55 21 31 35 56 33 25 249 29 42 33 27 63 616
internal_value=0 0.000217753 0.00018855 0.000455959 0.000462292 0.000250594 0.000424274 0.000354162 0.000115755 0.000295607 9.44948e-05 0.000481119 0.000430677 0.000477159 0.00045285 0.000132859 0.000434953 0.000492758 0.000405177 0.000102046 8.13627e-05 0.000203897 0.000373607 0.000461061 0.000442846 0.000191943 0.000180334 0.000195806 0.000168358 0.000428277
internal_weight=0 673 602 2448 2355 325 780 101 277 93 240 1575 754 1513 530 156 734 76 77 115 91 224 56 500 251 191 165 132 90 658
internal_count=3121 673 602 2448 2355 325 780 101 277 93 240 1575 754 1513 530 156 734 76 77 115 91 224 56 500 251 191 165 132 90 658
is_linear=0
shrinkage=0.00196078


Tree=9775
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 2 2 14 4 2 0 1447 47 159 4 151 1 150 1 0 4 12 52 16 4 16
split_gain=6.82164 1.09925 0.660055 0.536751 0.394913 0.354568 0.231026 0.216681 0.192673 0.185745 0.147077 0.121306 0.118886 0.110505 0.108177 0.0684467 0.0658616 0.0625105 0.0579899 0.0641759 0.0548635 0.0546065 0.0434209 0.0499108 0.042535 0.0393316 0.0373881 0.0347515 0.0333316 0.0667132
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.089885000000000007 0.13082500000000002 0.13501500000000002 0.092845000000000025 0.11474000000000002 0.14838000000000004 0.062655000000000016 0.42051500000000003 -0.090999999999999984 -0.22491999999999998 -0.082869999999999985 0.090100000000000013 0.082585000000000006 0.038415000000000012 -0.086769999999999986 0.091195000000000012 1.0000000180025095e-35 0.085110000000000005 -0.070154999999999981 -0.0070899999999999991 0.10061500000000002 0.40674500000000008 0.13751500000000003 -0.39518999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 11 10 14 -5 24 12 13 -4 -1 21 -16 -3 18 19 -17 26 -7 23 -19 -6 -26 28 -9 -15 -30
right_child=1 2 6 8 9 7 -8 27 -10 -11 -12 -13 -14 20 15 17 -18 22 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00036349419517684963 0.00048731269941939669 0.00022941847545650368 0.00024575883765006021 0.00044780677499345323 0.00051328020881649271 0.00043782513469968937 0.00030324206557707237 0.00028115297257142737 0.00026789928434927968 0.00024046433763882889 7.0639855869029185e-05 0.00059215753983326159 0.00013246246290103344 0.0005789846376655928 0.00054679289304961759 0.00037232748068430843 0.00032428139649150065 0.00051139573297914666 0.00042125605458133978 0.00047039132152117369 0.00047454241209295617 0.00029466593338926188 0.00058707489832943562 0.00041448612282825022 0.00045817926818249273 0.0003539841481643205 0.00043961533003356344 0.00038750503998315856 0.00051379413649602264 0.0004562001650366866
leaf_weight=22 71 191 55 37 21 20 37 27 60 24 84 59 101 27 40 27 33 84 144 516 210 21 20 27 30 26 29 21 973 84
leaf_count=22 71 191 55 37 21 20 37 27 60 24 84 59 101 27 40 27 33 84 144 516 210 21 20 27 30 26 29 21 973 84
internal_value=0 0.000256564 0.000229349 0.000479463 0.00028929 0.00048536 0.000159022 0.000456041 0.000336524 0.000391079 0.000136788 0.000505137 0.000172407 0.000501319 0.000462894 0.000467596 0.000243394 0.000463723 0.000456238 0.000465515 0.000503611 0.0003645 0.000502976 0.000487823 0.000438024 0.000409803 0.000509096 0.000327682 0.000510955 0.000509217
internal_weight=0 673 602 2448 325 2351 277 947 97 101 240 1404 156 1345 899 858 224 818 687 543 1323 41 131 111 77 56 1113 48 1084 1057
internal_count=3121 673 602 2448 325 2351 277 947 97 101 240 1404 156 1345 899 858 224 818 687 543 1323 41 131 111 77 56 1113 48 1084 1057
is_linear=0
shrinkage=0.00196078


Tree=9776
num_leaves=31
num_cat=0
split_feature=1 3 0 2 4 16 2 133 150 3 3 39 403 46 48 96 2 483 2 15 15 3 48 133 43 43 0 52 49 49
split_gain=0.137558 0.034792 0.026171 0.0180877 0.018052 0.0176868 0.0170156 0.0143833 0.0192648 0.0156933 0.0369443 0.0157037 0.0152344 0.0136841 0.0146258 0.0136089 0.0145832 0.0183871 0.0160292 0.0154202 0.0141804 0.0154947 0.0127725 0.0172128 0.0151596 0.0150175 0.0153443 0.0150601 0.0125448 0.0147709
threshold=0.10337500000000001 -0.063814999999999997 0.089620000000000019 0.11018500000000002 0.40124500000000002 0.057265000000000003 0.092235000000000025 0.017095000000000003 0.083555000000000004 -0.14186499999999996 -0.10831999999999999 -0.020804999999999994 -0.53255499999999989 0.081930000000000017 0.14823500000000003 0.087655000000000025 0.11548000000000001 0.085050000000000014 -1.0000000180025095e-35 -0.026084999999999994 -1.0000000180025095e-35 0.12178000000000001 0.091220000000000009 0.089405000000000012 -0.08595499999999999 -0.091274999999999981 -0.04917499999999999 -0.046924999999999988 0.11560500000000001 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 13 -2 6 -5 28 8 9 -8 -11 -12 -9 14 15 16 17 18 -3 -18 21 -20 23 24 -14 -25 27 -27 29 -1
right_child=1 2 -4 5 -6 -7 7 12 -10 10 11 -13 22 -15 -16 -17 19 -19 20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0035980265980656563 0.0034734628417476114 0.0004944372169960004 -0.0020817612918714685 0.00068018958558366596 0.00059347121066159834 0.0037785953833480122 0.0043468309845011988 0.0010588322158740916 0.00011074118385160411 -0.0015646972495596857 0.00015516186598688367 0.0030503930292721834 0.0069460635554666325 0.003756653613243963 -0.00095318688452243811 -0.00076980738473745691 0.0014290207145997739 0.0051653258292935792 0.0013707808725691092 -0.0011557418663330652 0.0047701516984185828 0.0043888909890401088 0.0019065932909143159 0.0015626769399802601 0.0041424006353028946 0.0017717613920103757 0.0060738088061603225 0.0040032549023782211 0.0016998105551465415 0.004629700841320159
leaf_weight=1404 158 52 21 58 22 27 61 23 27 20 20 296 30 26 25 24 159 20 75 27 24 22 35 35 54 40 26 124 32 154
leaf_count=1404 158 52 21 58 22 27 61 23 27 20 20 296 30 26 25 24 159 20 75 27 24 22 35 35 54 40 26 124 32 154
internal_value=0 0.00186742 0.00136953 0.00284066 0.00344485 0.00166439 0.00347119 0.00309218 0.00269545 0.00287124 0.00260335 0.00286715 0.00355052 0.00152917 0.00139385 0.00153945 0.00168568 0.00229464 0.00196277 0.00105381 0.00259378 0.0020553 0.00371712 0.0039222 0.00514371 0.00346616 0.00381681 0.00345899 0.00365975 0.0037
internal_weight=0 718 475 243 2403 85 2381 791 424 397 336 316 367 454 428 403 379 193 173 186 121 97 344 309 84 225 190 164 1590 1558
internal_count=3121 718 475 243 2403 85 2381 791 424 397 336 316 367 454 428 403 379 193 173 186 121 97 344 309 84 225 190 164 1590 1558
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=31
num_cat=0
split_feature=4 3 9 2 13 44 2 52 4 0 0 1447 0 4 150 0 1212 130 13 4 2 16 1213 481 4 393 0 133 399 160
split_gain=0.114143 0.0385129 0.027639 0.0210052 0.019724 0.0185533 0.0204977 0.0173094 0.0160296 0.0358024 0.0211695 0.0223165 0.0207228 0.0377858 0.0309416 0.0303929 0.0171123 0.0239237 0.0199297 0.0156462 0.0238567 0.0150415 0.014934 0.014479 0.0132 0.0193306 0.0166459 0.0154237 0.0132648 0.0132403
threshold=0.27287000000000006 0.20828500000000003 -1.0000000180025095e-35 0.25063000000000007 -0.01163 0.081805000000000017 0.13622000000000004 0.070205000000000017 -0.082249999999999976 -0.019414999999999998 -0.087084999999999982 -0.085804999999999979 -0.11173999999999999 0.0033150000000000007 0.11156000000000001 -0.14649999999999996 0.090465000000000018 0.09721500000000001 -0.010094999999999998 0.04735000000000001 0.085855000000000015 -0.43320999999999993 0.04198000000000001 -0.081539999999999987 0.022185000000000003 0.10159000000000001 -0.097734999999999989 0.11524500000000001 -0.065739999999999979 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 8 -8 10 12 22 -12 13 15 19 -10 17 23 -18 -15 -21 -22 -4 -13 25 26 -14 -26 -28 -30
right_child=3 -3 5 -5 -6 -7 7 -9 9 -11 11 16 24 14 -16 -17 18 -19 -20 20 21 -23 -24 -25 27 -27 28 -29 29 -31
leaf_value=0.0025853210236304082 0.0012865544237195914 0.00075421111248821652 0.0041456069482480916 -0.0017781764074849588 -0.0014348508354843311 0.0052888964921677193 0.0024740805362983209 -0.00069052600208669909 0.0015865710801335809 -0.0012468895129859447 6.7656522705441434e-05 0.0057068592502868606 0.0051279880381612623 0.0056784211686163244 -0.0004236419359222055 -0.0026103376760147515 -0.00077236949582584204 0.00037636527188376272 0.0030780519432638113 0.0059578160205009311 0.0032500874273301591 2.2336921061981809e-05 0.006841481942683459 0.0035885022419003994 0.0027799507433899362 0.0062049958092922517 0.0053420880611089096 0.00046558247836814694 0.0053343290283989452 0.0030535900412887429
leaf_weight=26 328 75 98 24 23 38 56 25 80 20 21 35 44 33 20 22 20 22 41 22 42 22 26 413 226 22 27 33 26 1211
leaf_count=26 328 75 98 24 23 38 56 25 80 20 21 35 44 33 20 22 20 22 41 22 42 22 26 413 226 22 27 33 26 1211
internal_value=0 0.00298938 0.0030516 0.0010776 0.000698302 0.0030952 0.00306322 0.00149735 0.00311343 0.00296116 0.00353017 0.00326494 0.00300715 0.00214307 0.0032157 0.000681355 0.00339138 0.0035959 0.00181562 0.00382735 0.00311706 0.00214055 0.00471087 0.003754 0.0031382 0.00326539 0.00321595 0.00248507 0.00314939 0.00310153
internal_weight=0 2769 2694 352 49 2645 2607 81 2526 1850 676 552 1830 241 139 102 531 470 61 119 86 64 124 448 1589 1330 1308 259 1264 1237
internal_count=3121 2769 2694 352 49 2645 2607 81 2526 1850 676 552 1830 241 139 102 531 470 61 119 86 64 124 448 1589 1330 1308 259 1264 1237
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 4 159 4 14 2 0 12 2 52 2 0 1 14 13 2 376 4 16 4 47 16 147 16 15
split_gain=4.30003 0.625478 0.46256 0.448404 0.27221 0.211043 0.18 0.16237 0.153409 0.12641 0.125903 0.0833547 0.0841081 0.0819385 0.0798679 0.0806634 0.0976045 0.0740946 0.0683724 0.0673832 0.065738 0.108514 0.0624716 0.0694197 0.0618449 0.0617724 0.0630678 0.0600407 0.0563611 0.0447908
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.049509999999999992 0.092845000000000025 0.13075500000000004 0.053180000000000012 0.082585000000000006 -0.16363499999999997 0.076175000000000007 0.11389000000000002 -0.079119999999999982 0.13597000000000004 0.11704500000000001 1.0000000180025095e-35 0.10402500000000002 -0.067094999999999988 0.16175000000000003 0.062655000000000016 -1.0000000180025095e-35 0.11177500000000001 0.080200000000000007 -0.062539999999999984 -0.06421499999999998 0.27834500000000006 0.077555000000000013 -0.013024999999999998 0.088610000000000008 -0.44310499999999992 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 10 27 9 20 -6 11 18 -4 -13 -2 15 16 19 -7 25 -10 21 -5 -22 -24 28 26 -1 -3 -8 -30
right_child=1 5 6 7 8 17 24 -9 14 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00032509414640369738 0.00038798328647329133 0.00021535418589347687 0.00041738552234492804 0.00035691779442112789 0.00040100903484727629 0.00010954443533056137 0.00041158320448641899 0.00012192892892893928 0.00025593688212383802 0.00049866783400929864 0.00023819824390094299 0.00039387245217717962 0.00027543111686028688 0.00025002363612692733 0.00035847467279025153 0.0001721175155963141 0.00015919885833345069 -7.3129859771214276e-06 0.00049437239812604025 0.00039700184935244961 0.00028329944245371162 0.00019143180476099836 0.00024206349004432209 8.6135524115664132e-05 0.00025227310276832902 0.00045652372880982132 0.00040199685163015616 0.00010110321041652246 0.00036628405748954994 0.00029487009762841113
leaf_weight=82 96 112 1200 39 31 126 66 57 30 61 23 583 24 20 22 53 21 25 22 23 25 25 21 23 21 33 82 21 104 50
leaf_count=82 96 112 1200 39 31 126 66 57 30 61 23 583 24 20 22 53 21 25 22 23 25 25 21 23 21 33 82 21 104 50
internal_value=0 0.00020663 0.000392514 0.000268135 0.000333255 0.000140361 0.000404371 0.000209487 0.000275513 0.000410878 0.000376205 0.000407914 0.000389189 0.000364197 0.000249403 0.000230508 0.000272329 9.01972e-05 0.000390698 0.000317154 0.000247011 0.000292275 0.000205028 0.000160556 0.000353939 0.000379121 0.000363545 0.000197315 0.000363643 0.000343098
internal_weight=0 590 2531 306 422 284 2109 190 180 1868 242 1807 607 116 149 127 74 151 219 53 133 64 69 44 241 197 164 133 220 154
internal_count=3121 590 2531 306 422 284 2109 190 180 1868 242 1807 607 116 149 127 74 151 219 53 133 64 69 44 241 197 164 133 220 154
is_linear=0
shrinkage=0.00196078


Tree=9779
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 14 1 47 457 1 0 15 2 4 3 4 15 10 47 42 481 160 0 14 3 2 1456
split_gain=7.70204 1.29151 0.816754 0.671489 0.488183 0.410038 0.270404 0.241168 0.238824 0.219052 0.210696 0.140057 0.148109 0.130495 0.213382 0.11663 0.142817 0.105115 0.0880652 0.0748436 0.0829775 0.0719401 0.0715776 0.0686241 0.0630998 0.0619002 0.0607855 0.0569462 0.0565332 0.0508897
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.14122000000000004 0.40473500000000007 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.080930000000000016 0.089875000000000024 -0.10474999999999998 -0.10653 0.14838000000000004 0.27834500000000006 -0.14186499999999996 0.0082450000000000006 -0.41942499999999994 -0.38124499999999995 0.090100000000000013 0.088295000000000012 -0.063794999999999977 -1.0000000180025095e-35 -0.23091999999999999 -0.46166999999999997 -0.12711499999999995 0.10855000000000002 -0.089834999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 8 11 -6 13 -5 15 17 -13 14 -1 16 -4 28 22 -17 -21 25 23 29 -18 -3 -27 -25 -7 -15
right_child=1 2 10 9 7 6 -8 -9 -10 -11 -12 12 -14 18 -16 19 24 -19 -20 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.00060781508700390532 0.00053570003944158429 0.0003573735637585525 0.0002928861735779694 0.0004951257412262785 0.00050306278215327734 0.00060712237825019005 0.00034464558235506356 0.00029338104796468046 0.00067319177929959964 0.00029983612845851519 0.00032673315397509928 0.00051200332945468372 0.00029635680139405664 0.00052572772825131562 0.00042376425479394129 0.00017943103891396206 0.00023541260614163347 0.00050593060050341189 0.00047433155129410497 0.00014024738992071326 -1.5169751004730704e-05 0.00036111708433852617 0.00053308389388070085 0.00047478722943656746 0.00013081480913302478 0.00033607557949751933 0.00023295307173222627 0.00056321579003837852 0.00049763593603582943 0.00063315309889601292
leaf_weight=36 74 23 41 34 71 66 41 30 62 63 34 25 24 21 74 31 30 656 51 25 28 33 342 29 85 26 142 811 25 88
leaf_count=36 74 23 41 34 71 66 41 30 62 63 34 25 24 21 74 31 30 656 51 25 28 33 342 29 85 26 142 811 25 88
internal_value=0 0.000291318 0.000261127 0.000528164 0.000327608 0.000534761 0.000499934 0.000440781 0.000554015 0.000368288 0.000182273 0.000507932 0.000406381 0.000548926 0.000483999 0.000161807 0.000193525 0.000514594 0.000554248 0.000102902 5.81402e-05 0.000276579 0.000557405 0.000566169 0.000158101 0.000261973 0.000248913 0.000560163 0.000577044 0.000612456
internal_weight=0 673 599 2448 325 2351 837 101 1514 97 274 796 49 1452 110 240 156 747 1342 84 53 224 1291 949 115 191 168 840 91 109
internal_count=3121 673 599 2448 325 2351 837 101 1514 97 274 796 49 1452 110 240 156 747 1342 84 53 224 1291 949 115 191 168 840 91 109
is_linear=0
shrinkage=0.00196078


Tree=9780
num_leaves=31
num_cat=0
split_feature=1 12 51 1 1 4 47 1375 484 43 40 3 1 48 15 4 3 4 4 52 2 0 4 48 150 481 15 3 43 43
split_gain=0.141869 0.0346208 0.0222635 0.0214222 0.0191133 0.0168641 0.0145956 0.0135297 0.020819 0.0144928 0.0140825 0.0143604 0.0137036 0.0181825 0.0182899 0.0134403 0.012325 0.0150372 0.0265709 0.0147174 0.0209003 0.0133999 0.0146074 0.013025 0.0119464 0.0125263 0.0120924 0.0122076 0.0176287 0.0118515
threshold=0.11690500000000002 0.051320000000000005 -0.40274499999999996 0.16773500000000005 0.08864000000000001 0.40124500000000002 0.077555000000000013 -0.096099999999999977 -0.011244999999999998 -0.078139999999999973 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093400000000000025 0.087810000000000013 -0.08730499999999998 -0.15464999999999998 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 0.13796000000000003 0.081685000000000021 -0.13027499999999997 0.0033150000000000007 0.090390000000000012 0.084495000000000015 -0.077944999999999987 -0.12255999999999999 -0.090569999999999984 -0.080884999999999985 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 15 6 16 -1 -6 -9 -10 -11 -12 -13 14 -14 -4 19 18 -18 20 -3 -19 29 -22 25 -24 -27 -28 -29 -23
right_child=2 5 3 -5 7 -7 -8 8 9 10 11 12 13 -15 -16 -17 17 21 -20 -21 23 22 24 -25 -26 26 27 28 -30 -31
leaf_value=0.0031210147411651896 0.0041275056156640259 0.0073488825783133514 0.0033630789074474404 -0.0019490768935481488 -0.00021246021968268213 0.0013998962853968677 0.0055503640050903478 0.0052416525567726552 0.0013133511754735453 0.0049361187480390072 7.1220440061196046e-05 0.00047041114832443949 0.0066534207461310356 0.001624089595861733 0.0031662485347006401 0.0011467182856158675 0.0037780709699810748 0.0014849502701933187 -0.00099424884072504935 0.0018098005354113414 0.0038477351941263644 0.0038692430978017004 0.004914503364125267 0.0065932899911422295 0.0049110557395033545 0.0045107747567817566 0.0046282653855583208 0.0005070921020815149 0.0026431458792734812 0.0031347164523843809
leaf_weight=168 27 25 30 21 21 35 29 24 118 25 23 22 21 46 53 311 28 30 20 20 127 1284 26 20 30 30 22 50 170 265
leaf_count=168 27 25 30 21 21 35 29 24 118 25 23 22 21 46 53 311 28 30 20 20 127 1284 26 20 30 30 22 50 170 265
internal_value=0 0.00339856 0.00135741 0.0011508 0.00268952 0.00357729 0.00347863 0.00224913 0.00240484 0.00218379 0.00272437 0.00238926 0.00276472 0.00318534 0.00415585 0.00134171 0.00361278 0.0035377 0.0017896 0.00437732 0.00467587 0.0035817 0.00361521 0.00422128 0.00300897 0.00281749 0.00261704 0.00238228 0.00215768 0.00374358
internal_weight=0 2732 389 362 550 2182 197 353 332 308 190 165 142 120 74 341 2147 1955 48 192 172 1907 1877 147 328 298 272 242 220 1549
internal_count=3121 2732 389 362 550 2182 197 353 332 308 190 165 142 120 74 341 2147 1955 48 192 172 1907 1877 147 328 298 272 242 220 1549
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 4 2 14 2 2 4 1 15 4 3 4 15 1209 50 15 12 132 12 47 15 41 4 15 43 3
split_gain=8.45755 1.32656 0.880713 0.556412 0.516724 0.340068 0.33303 0.269357 0.239868 0.235539 0.234362 0.21639 0.176698 0.13607 0.122601 0.139375 0.122581 0.120735 0.109881 0.0966548 0.0846221 0.0828707 0.092268 0.0812046 0.071533 0.0732125 0.0754363 0.0709369 0.0698165 0.085523
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.27834500000000006 0.13712500000000002 0.062655000000000016 0.11474000000000002 0.14285500000000004 0.40945500000000007 0.09253500000000002 0.024640000000000006 -0.49013999999999996 0.090900000000000009 -0.46376499999999993 -0.085834999999999981 0.086895000000000014 0.086295000000000011 -0.028889999999999996 0.096990000000000007 0.082150000000000015 0.087005000000000013 0.078345000000000012 -0.21699999999999997 1.0000000180025095e-35 -0.42529999999999996 0.087685000000000013 -0.081154999999999991 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 6 7 12 -6 10 -4 19 14 -14 17 -16 -17 20 -11 -5 21 24 -23 -3 -1 26 -26 -15 -28 -30
right_child=1 2 9 11 8 -7 -8 -9 -10 18 -12 -13 13 27 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.00067424838205957724 0.00055172228945421118 0.00027592154655352937 0.00033277851723514126 0.00055534585247350124 0.00050952085511386032 0.00031187984462823968 0.00038052295085707808 0.00067324169978968257 0.00028633724173737898 9.5401237068077941e-05 0.00018193537374004936 0.00034733944841861431 0.0007361850644749642 0.00059846926320471542 0.00056352607634555061 0.00048789719878046024 0.00030005841628845891 0.00042372043622808961 0.00024998659436522907 0.00039259808466714967 0.00051548731166358092 0.00038679019675827496 0.0005415821463987103 0.00037205081588055519 0.00064056654451425277 0.00046891435310798693 0.00058251164706216358 0.00056422546302020541 0.00044576096035740977 0.0005530956904865929
leaf_weight=24 76 192 66 47 81 21 38 86 24 90 99 64 21 366 42 34 22 28 22 20 178 20 57 41 53 29 346 638 32 264
leaf_count=24 76 192 66 47 81 21 38 86 24 90 99 64 21 366 42 34 22 28 22 20 178 20 57 41 53 29 346 638 32 264
internal_value=0 0.000307331 0.00027713 0.000553174 0.000344303 0.000560256 0.000562546 0.000565634 0.000458507 0.000195165 0.000242273 0.000428877 0.000561338 0.000579976 0.000544416 0.000478142 0.000414103 0.000550716 0.000125766 0.000506764 0.000554261 0.000562627 0.000501376 0.000292837 0.000568932 0.000565441 0.000569469 0.000576709 0.000563599 0.000541492
internal_weight=0 691 615 2430 338 2299 2278 2240 105 277 165 131 2154 1025 1129 98 56 1031 112 67 1003 825 77 233 748 724 695 1004 642 296
internal_count=3121 691 615 2430 338 2299 2278 2240 105 277 165 131 2154 1025 1129 98 56 1031 112 67 1003 825 77 233 748 724 695 1004 642 296
is_linear=0
shrinkage=0.00196078


Tree=9782
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 2 12 2 4 2 14 4 2 4 43 50 12 2 1 0 4 12 1 1 15 52 0 16 1
split_gain=13.6491 1.75127 1.52096 0.973141 0.945831 0.739788 0.513997 0.472367 0.428197 0.3354 0.289023 0.274429 0.259992 0.230582 0.206898 0.200055 0.193888 0.166034 0.163355 0.14633 0.143453 0.197444 0.117735 0.117671 0.106769 0.10652 0.0968668 0.0965574 0.127276 0.0965534
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14285500000000004 -1.0000000180025095e-35 0.091545000000000015 0.10803500000000001 -0.17966999999999997 0.098035000000000011 0.076175000000000007 0.033845000000000007 0.10444500000000002 -0.046564999999999988 -0.04890499999999999 0.041865000000000006 0.13597000000000004 0.11411 0.12000500000000001 -0.23194499999999998 -0.031404999999999995 -1.0000000180025095e-35 0.13075500000000004 0.12408500000000001 -0.41396999999999995 -1.0000000180025095e-35 -0.11173999999999999 -0.43320999999999993 0.14000500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 18 6 19 11 -8 -5 20 27 17 15 -10 -11 25 -9 -2 -3 -1 -22 -23 -6 -16 -7 -15 28 -4 -27
right_child=1 5 7 9 23 16 8 12 14 13 -12 -13 -14 26 24 -17 -18 -19 -20 -21 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00086561493457309785 0.00064695885282673598 0.00032788144722824394 0.00070480282734088193 0.00066594692026038173 0.00038054305475716501 0.00016780130974522312 0.00055110795122513025 0.00068031526931925474 0.00051542992612310483 0.00041360273880615222 0.00055576514428347542 0.00086620037284348625 0.00058477662896454284 0.00025278996300329663 0.00033627923641666997 0.00056880844193724664 0.00028031549453707254 0.00052871682792599733 0.00045143672648598166 0.00014909257220278095 0.00077182860413686229 0.0006759602641423024 0.00049122065709195995 0.00021351492348175763 0.00021658564347079863 0.00011615824272773941 0.0004089460909074428 0.00071574706016394368 0.00051171602829108167 -5.7956694168787372e-05
leaf_weight=21 92 24 35 31 50 36 42 658 20 61 63 46 154 24 101 67 26 29 20 66 56 36 21 24 40 24 42 1166 21 25
leaf_count=21 92 24 35 31 50 36 42 658 20 61 63 46 154 24 101 67 26 29 20 66 56 36 21 24 40 24 42 1166 21 25
internal_value=0 0.00034095 0.000672124 0.00056467 0.00049839 0.000268465 0.000320109 0.000693626 0.000374792 0.000476564 0.000665298 0.000717524 0.000657593 0.000446302 0.000328796 0.000494843 0.000132144 0.000673916 0.000612044 0.00019677 0.000716795 0.000689138 0.000607898 0.000326372 0.000302324 8.68203e-05 0.000352162 0.000711927 0.000632395 2.73241e-05
internal_weight=0 590 2531 422 186 404 293 2109 203 225 197 1268 841 194 161 128 111 687 112 90 134 113 57 74 141 85 66 1222 56 49
internal_count=3121 590 2531 422 186 404 293 2109 203 225 197 1268 841 194 161 128 111 687 112 90 134 113 57 74 141 85 66 1222 56 49
is_linear=0
shrinkage=0.00196078


Tree=9783
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 4 4 2 39 13 15 41 3 0 48 1212 3 1176 12 4 1452 1447 1447 0 475 2 12 31 8 132
split_gain=0.19321 0.0486312 0.0269604 0.0227135 0.0280521 0.0219994 0.0203403 0.0186299 0.0156527 0.0178099 0.0145029 0.0244123 0.0197496 0.0228147 0.0209803 0.0180193 0.0192094 0.0175784 0.0209342 0.0294592 0.0169419 0.0155302 0.0284128 0.015174 0.0158236 0.0163669 0.0177577 0.0142157 0.0265559 0.0139589
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.41257000000000005 0.40124500000000002 0.14122000000000004 0.095830000000000012 -0.08971999999999998 0.040760000000000005 0.07677500000000001 0.092670000000000016 0.047850000000000011 0.082620000000000013 0.082415000000000016 -0.083154999999999993 0.085295000000000024 0.092550000000000007 -0.50940999999999981 0.087590000000000015 -0.086059999999999984 -0.085024999999999989 -0.10151999999999999 -0.072689999999999991 0.088850000000000012 0.11734000000000001 -0.077289999999999984 0.086615000000000011 0.088890000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 27 -5 -2 7 10 9 -6 12 21 15 14 -14 17 -17 18 19 -1 -21 -12 -23 -20 -25 -26 -27 -3 -29 -4
right_child=1 2 29 4 8 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 23 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0074509468395262957 0.0039886677169555466 0.0020817921204228616 -0.00044100628032251013 0.0050603609360558429 0.00099558272754381367 0.0018284756648426993 0.0011118725450201467 0.0020533359450537986 0.00027387709307827448 0.003088132713422914 0.0062663066982557736 0.0069959721433602885 -0.0010831105046566914 0.0046732419155887332 0.0028578074422797987 9.7716608169403947e-06 0.0040247115884155318 0.0012251327652484179 0.0058937672001775354 0.0042463970732515349 0.0063594613540044519 0.00066393253703912096 0.004381279569867556 0.0050484757648692246 0.00075961073162034154 0.003640346849057269 0.00078375823749229304 -0.0023063365725101907 0.0021066345879808069 0.0023707151230748583
leaf_weight=32 179 46 76 38 57 64 22 41 38 142 42 37 22 32 35 22 26 20 24 738 40 21 984 42 30 168 25 30 25 23
leaf_count=32 179 46 76 38 57 64 22 41 38 142 42 37 22 32 35 22 26 20 24 738 40 21 984 42 30 168 25 30 25 23
internal_value=0 0.00226909 0.00168045 0.00206703 0.00253805 0.00341973 0.00413858 0.00416654 0.00213363 0.00248876 0.00420357 0.00447155 0.00397229 0.00253639 0.00133675 0.0040818 0.00218453 0.00416318 0.00421665 0.00447735 0.00435504 0.00438234 0.0043036 0.00348598 0.00326791 0.00293256 0.00327032 0.000784537 -0.000300441 0.000212222
internal_weight=0 718 475 376 275 243 2403 2381 237 199 2340 1084 1256 89 57 1167 48 1119 1099 810 778 1047 1005 289 265 223 193 101 55 99
internal_count=3121 718 475 376 275 243 2403 2381 237 199 2340 1084 1256 89 57 1167 48 1119 1099 810 778 1047 1005 289 265 223 193 101 55 99
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 2 0 16 10 16 3 4 48 43 1212 12 43 12 43 42 398 1213 402 133 130 16 15 123 124 456
split_gain=0.1565 0.0393913 0.0242256 0.030374 0.0200729 0.0194804 0.0181323 0.0167257 0.0148614 0.0139876 0.0145058 0.0230674 0.0132248 0.0126552 0.0196149 0.0249423 0.0261204 0.0143761 0.0177321 0.0143262 0.0133762 0.0137932 0.0150082 0.0158127 0.0130445 0.0127148 0.0125771 0.0124206 0.0128488 0.0136491
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.11018500000000002 0.22582000000000002 0.057265000000000003 -0.086389999999999981 -0.55248999999999981 0.092670000000000016 -0.031404999999999995 0.082620000000000013 0.0034250000000000005 -0.040879999999999993 0.08598500000000002 -0.14169499999999999 0.083370000000000014 0.093175000000000022 -0.082179999999999989 0.087820000000000023 0.12389500000000002 0.11174500000000002 -0.015164999999999998 -0.082549999999999985 -0.087989999999999985 -0.41942499999999994 0.11679000000000002 -0.087984999999999994 0.091255000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 27 -4 26 8 -7 -1 -10 13 -12 -13 14 15 -11 -17 18 -15 -19 21 22 24 -24 -16 -18 -2 28 -3 -30
right_child=1 2 4 -5 -6 7 -8 -9 9 10 11 12 -14 17 20 16 25 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010360520932590591 0.0013908542462741026 0.0042660342319868509 -0.0026287933434581477 0.0056687872606562455 0.0008590961999241746 0.00089995449766163435 0.00079914412455677625 0.0039130005181370374 0.0061263302676379684 0.0072254848797829495 0.0038306556500816331 -0.00099935844889841963 0.0023933481494033781 -0.00059241129783913502 0.005402153685608195 0.0010106543847359717 0.0032233827160266433 0.0055432420369470499 0.0033361373540376211 0.0033314161940643976 0.0063381387275599308 0.0054172775196824592 0.003774675744630042 -0.00015421888325363399 0.0037442826523299017 0.0061247473730790345 0.0040741240225253168 -0.00075717962114140401 0.0018446576002345751 -0.00058990197069942957
leaf_weight=20 20 20 21 20 77 58 21 27 25 39 68 20 27 20 49 20 23 32 27 345 21 51 21 20 1510 44 138 20 292 25
leaf_count=20 20 20 21 20 77 58 21 27 25 39 68 20 27 20 49 20 23 32 27 345 21 51 21 20 1510 44 138 20 292 25
internal_value=0 0.00204218 0.0015124 0.00187651 0.000111691 0.00307776 0.00372472 0.00185704 0.00375051 0.0037735 0.00374833 0.0026532 0.000949643 0.00380501 0.0039209 0.00512408 0.00418207 0.00331356 0.00166441 0.00351916 0.00383023 0.00379833 0.00374672 0.00185814 0.00379639 0.00512876 0.00373447 0.00166406 0.00180775 0.00165266
internal_weight=0 718 475 377 98 243 2403 85 2382 2362 2337 115 47 2222 1798 126 87 424 47 377 1672 1651 1600 41 1559 67 158 357 337 317
internal_count=3121 718 475 377 98 243 2403 85 2382 2362 2337 115 47 2222 1798 126 87 424 47 377 1672 1651 1600 41 1559 67 158 357 337 317
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 2 1 2 0 15 4 1 12 4 160 0 475 50 15 3 0 47 159 14 12 150
split_gain=5.29551 0.871623 0.53953 0.440708 0.286532 0.27509 0.200676 0.16677 0.185629 0.146806 0.142031 0.131234 0.123577 0.17143 0.0928958 0.0853372 0.0743741 0.081598 0.0724998 0.0583179 0.0547029 0.0502295 0.049127 0.0491247 0.0485865 0.047353 0.0472601 0.0466116 0.0377667 0.0372934
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.14122000000000004 0.09253500000000002 0.11474000000000002 -0.10607499999999999 -0.10469999999999999 0.0061450000000000003 0.083135000000000014 0.087695000000000009 -0.51843499999999987 0.085130000000000011 -0.077429999999999985 -0.082014999999999991 0.086295000000000011 -0.41396999999999995 -0.0025099999999999996 -0.060129999999999996 0.090100000000000013 0.094385000000000011 -0.23083499999999998 0.10061500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 25 6 12 8 -4 20 -5 28 13 -1 16 -15 17 -14 -17 -19 -7 22 -9 -24 -18 27 -21 -3 -6 -22
right_child=1 2 7 10 11 9 -8 21 -10 -11 -12 -13 14 15 -16 18 24 19 -20 26 29 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048443971954140007 0.00043895749184922906 0.00028661096660034043 0.00027240952881511283 0.00040602576483853134 0.00043354742460590637 0.00047693898708041577 0.00055001409204390324 0.00012568376189057493 0.00013816244836243127 0.00028599622645577937 0.0002478720160114077 0.00022664609429079528 0.00059066313265863696 0.00041196200193143357 0.00039634170017787508 0.00022488682561675548 0.00044629606035437671 0.00047190450591369195 0.00036897421087704455 0.00036337627544349836 0.0004066944883062885 0.00017781374542749821 0.00010900014294676629 -1.5643203456089096e-05 0.00037448730923319993 0.00029944210660223867 0.00048042149409081305 0.00020596616237929613 0.00034886278248592921 0.00032836343976212485
leaf_weight=50 76 33 66 34 41 41 76 39 99 41 61 24 21 39 108 29 776 651 25 36 358 22 20 31 38 33 21 167 40 25
leaf_count=50 76 33 66 34 41 41 76 39 99 41 61 24 21 39 108 29 776 651 25 36 358 22 20 31 38 33 21 167 40 25
internal_value=0 0.000240857 0.000216376 0.000435388 0.000268951 0.000440714 0.000451327 0.000152223 0.000191861 0.000398035 0.000304474 0.000353995 0.000447146 0.00039185 0.000451935 0.000342071 0.000455827 0.000470211 0.000291594 0.000466639 0.000408868 9.38271e-05 7.3297e-05 3.32365e-05 0.000442944 0.000230627 0.000406498 0.000219273 0.000391728 0.000401581
internal_weight=0 691 615 2430 338 2335 1870 277 165 465 95 105 1794 143 1651 93 1543 729 54 708 424 112 90 51 814 233 57 200 81 383
internal_count=3121 691 615 2430 338 2335 1870 277 165 465 95 105 1794 143 1651 93 1543 729 54 708 424 112 90 51 814 233 57 200 81 383
is_linear=0
shrinkage=0.00196078


Tree=9786
num_leaves=31
num_cat=0
split_feature=1 4 123 3 2 1 14 2 2 457 1 0 15 15 159 4 0 16 16 4 123 2 475 1 52 39 49 2 47 52
split_gain=12.5567 1.51862 1.41098 1.08476 0.895319 0.520658 0.423847 0.398369 0.338225 0.36751 0.302079 0.229879 0.24768 0.209807 0.206792 0.201128 0.228568 0.216535 0.167802 0.146447 0.117052 0.154362 0.114286 0.111198 0.10323 0.0966844 0.0884292 0.0806995 0.0784585 0.0713548
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.065819999999999976 0.10045500000000002 0.13075500000000004 0.076175000000000007 0.14285500000000004 0.14122000000000004 0.080930000000000016 0.092845000000000025 -0.10474999999999998 -0.10653 0.083195000000000005 0.078675000000000009 -0.55119499999999988 -0.066689999999999985 0.071345000000000006 -0.026164999999999997 0.0061450000000000003 0.08128500000000001 0.11177500000000001 -0.069854999999999987 0.15471500000000002 -0.52606999999999993 0.087880000000000014 -0.070909999999999987 0.092365000000000017 0.07813500000000001 -0.55061999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 24 6 25 11 14 9 22 -4 12 -1 26 20 -13 19 18 -18 27 21 -5 -6 -7 -2 -3 -14 -17 -9 -24
right_child=1 5 10 7 8 23 -8 28 -10 -11 -12 15 13 -15 -16 16 17 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078369996073210282 0.00076711493171229754 0.00042275619157437793 0.00064987454249483599 0.00062604367155282893 0.00076276976006482938 0.00025091480381764469 0.00089277774930334234 0.00018141452639418488 0.00048573140833492998 0.0004758953390752568 0.00043288696701399032 0.00093317366977685153 0.00065596937384529441 0.00078218248885831025 0.00034719257136892631 0.00076570465568450113 0.0006854926412499029 0.00073833046431209955 0.00045812875608355929 0.00068684581789357291 0.00041317561466839317 0.00045420704389738229 0.0007725190669073418 0.00012481834128999912 0.00062707461118538023 0.00030477920013603771 0.00052543523074673854 0.00072143042191512774 0.00034618180902565228 0.00066570764192946117
leaf_weight=53 28 96 37 44 66 116 77 25 41 34 74 23 32 24 43 1261 24 66 26 113 36 37 26 35 73 37 53 181 20 320
leaf_count=53 28 96 37 44 66 116 77 25 41 34 74 23 32 24 43 1261 24 66 26 113 36 37 26 35 73 37 53 181 20 320
internal_value=0 0.000403739 0.000721384 0.000499575 0.000731299 0.00030048 0.000750229 0.00041763 0.000656161 0.000671828 0.000505216 0.000744316 0.00067375 0.000620289 0.00046347 0.000751064 0.000748557 0.000664595 0.000567263 0.000754821 0.000506204 0.00054755 0.000687997 0.000221687 0.000665898 0.000389936 0.000574577 0.000760147 0.000254644 0.000673734
internal_weight=0 590 2531 306 2420 284 1933 205 487 446 111 1856 162 109 160 1694 1671 116 50 1555 117 81 412 151 101 133 85 1442 45 346
internal_count=3121 590 2531 306 2420 284 1933 205 487 446 111 1856 162 109 160 1694 1671 116 50 1555 117 81 412 151 101 133 85 1442 45 346
is_linear=0
shrinkage=0.00196078


Tree=9787
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 4 2 16 14 157 157 474 151 15 474 43 41 39 4 40 15 10 4 158 159 0 0 49 160
split_gain=0.196952 0.0461865 0.0250465 0.0227298 0.0273288 0.0208309 0.0199959 0.0210536 0.0172045 0.0166887 0.0162239 0.0179331 0.0177197 0.0169087 0.0165687 0.0161796 0.0151919 0.0133712 0.0156667 0.018768 0.0130582 0.0129909 0.0203165 0.0175822 0.0129137 0.0155303 0.0131696 0.0312972 0.0144402 0.0140506
threshold=0.10337500000000001 -0.063814999999999997 0.14753000000000002 -1.0000000180025095e-35 0.10613000000000002 0.11018500000000002 0.40124500000000002 0.093320000000000014 0.057265000000000003 0.062655000000000016 -0.41966499999999995 -0.077664999999999998 0.10674500000000002 -0.086769999999999986 -0.13578499999999996 0.086515000000000009 -0.078139999999999973 0.083975000000000008 0.10076500000000001 -0.50052499999999989 -0.077474999999999988 -0.069954999999999989 -0.38124499999999995 0.50822500000000004 0.11817500000000002 0.11389500000000001 -0.11173999999999999 -0.14226499999999997 -1.0000000180025095e-35 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 20 -5 -2 7 9 -7 24 -9 15 13 -13 -15 -12 -6 18 19 -16 -3 22 -4 -24 25 26 27 28 -1 -28
right_child=1 2 21 4 16 8 -8 10 -10 -11 11 12 -14 14 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0032481894558507272 0.0041757669186971488 0.0020171770734390628 0.0030685916976553613 0.0044019288664906104 0.00030064619540308532 0.0012636590166948737 0.0012618551898578353 0.0065121885262091053 0.0043195270855600635 0.0059973290704536863 0.0036280721236296278 0.0014238700242552521 0.0062698237085714939 0.0060742825148433141 0.0061583661367311275 5.9606043214444072e-05 0.0024902317844921612 0.0015973174403404334 0.0012026028086741768 0.0038190067453900164 -0.00025704607670195401 -0.0018901574227493259 0.0015432348350504282 -0.002210204061702825 0.0063476561818627975 0.0021243821449267366 0.0020487611556587663 0.00047648901360974254 0.0060934098887567723 0.0045405670564389938
leaf_weight=44 158 51 29 67 39 58 22 22 27 70 27 29 30 33 37 24 169 27 21 469 50 20 26 24 34 30 23 28 30 1403
leaf_count=44 158 51 29 67 39 58 22 22 27 70 27 29 30 33 37 24 169 27 21 469 50 20 26 24 34 30 23 28 30 1403
internal_value=0 0.00237532 0.00180167 0.00217427 0.00264547 0.00349667 0.00426283 0.00429056 0.00223435 0.00448614 0.00383846 0.00375406 0.00389659 0.00378101 0.00389746 0.00194879 0.00207968 0.00376779 0.00387899 0.00399007 0.000891324 0.000386517 0.000962891 -0.000258416 0.00441969 0.00437762 0.00442186 0.00332416 0.00440166 0.00450038
internal_weight=0 718 475 376 275 243 2403 2381 85 1662 719 697 646 616 587 51 208 554 527 506 101 99 79 50 1592 1558 1528 102 74 1426
internal_count=3121 718 475 376 275 243 2403 2381 85 1662 719 697 646 616 587 51 208 554 527 506 101 99 79 50 1592 1558 1528 102 74 1426
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 150 1 49 0 50 13 1 12 1 4 0 12 43 3 3 47 475 4 47
split_gain=12.8188 2.07983 1.09822 0.98396 0.666112 0.616058 0.389842 0.376603 0.33064 0.330472 0.323859 0.200749 0.195222 0.177944 0.158736 0.146558 0.13267 0.132589 0.114653 0.112205 0.108911 0.0988115 0.0967329 0.0931611 0.0868869 0.0839137 0.0837999 0.0807678 0.0732528 0.0715536
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10855000000000002 0.14122000000000004 1.0000000180025095e-35 0.089770000000000016 -0.054984999999999992 -0.095504999999999993 0.041865000000000006 -0.0013449999999999996 0.13075500000000004 0.087695000000000009 0.12000500000000001 -0.51253999999999988 -0.065229999999999996 0.085885000000000017 -0.065269999999999981 0.12745000000000004 0.084940000000000015 0.08265500000000002 -0.079029999999999975 0.061775000000000004 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 12 19 -4 28 11 27 18 -2 26 -6 -11 -5 20 -3 -1 -20 -16 -23 -18 -22 -14 -7 -9 -15
right_child=1 4 8 17 15 10 -8 9 -10 16 -12 -13 14 29 22 -17 24 -19 21 -21 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077472741843438611 0.00037591408772230504 0.00024061744825707541 0.0005402698141824553 0.00031624539067445242 2.0582786280345294e-05 0.0006360281599179675 0.00074740953504906071 0.00046983625917859813 0.00030034037137046396 0.00019745838940000225 0.00036516475425752538 0.00038495058100467672 0.00040017565173921062 0.00060686743923157394 0.00046157133142255051 0.00019950049872552217 0.00025350113492478483 0.00014380407591922561 0.0006034043614442429 9.5994084973449354e-05 0.00063365341263932557 0.00041295558102881095 0.00059463768869063747 0.00059994388590840731 0.00039147904549701877 0.00055359919038421989 0.00055112163416850266 0.00054904915355425484 0.00034172400530125646 0.00051094855499077111
leaf_weight=20 23 30 34 60 75 47 79 32 63 107 41 27 31 67 23 23 47 24 653 66 743 21 242 20 28 54 26 324 37 54
leaf_count=20 23 30 34 60 75 47 79 32 63 107 41 27 31 67 23 23 47 24 653 66 743 21 242 20 28 54 26 324 37 54
internal_value=0 0.000283347 0.0005889 0.000435629 0.000205323 0.000597336 0.000612545 0.000245639 0.000384439 0.000285588 0.000531095 0.000548188 0.000606732 0.000534009 0.000562898 6.25737e-05 0.00024178 0.000266976 0.000616074 0.000141189 0.000631816 0.000597542 0.000583089 0.000504169 0.000305013 0.000628229 0.000469028 0.000560068 0.000401138 0.000564061
internal_weight=0 673 2448 228 445 2351 1912 347 97 251 439 398 1833 144 322 98 182 84 1511 96 817 694 265 41 75 797 57 371 69 121
internal_count=3121 673 2448 228 445 2351 1912 347 97 251 439 398 1833 144 322 98 182 84 1511 96 817 694 265 41 75 797 57 371 69 121
is_linear=0
shrinkage=0.00196078


Tree=9789
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 2 2 14 1 47 2 2 4 4 3 150 3 2 4 2 1 1 4 15 1 3 131 4 4 0
split_gain=8.1314 1.32836 0.810394 0.65359 0.46919 0.361245 0.309839 0.308945 0.258911 0.236879 0.189393 0.173059 0.134725 0.132017 0.12611 0.118262 0.101948 0.0998524 0.0874714 0.094213 0.0730948 0.0704881 0.0673617 0.0589995 0.0534304 0.0473507 0.03934 0.0354473 0.0385406 0.0343881
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.10497000000000002 0.10188000000000001 -1.0000000180025095e-35 0.062655000000000016 0.092845000000000025 0.13082500000000002 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.27044500000000005 -0.014944999999999998 1.0000000180025095e-35 0.10299500000000002 0.094835000000000017 -0.55119499999999988 0.089005000000000015 0.091195000000000012 0.08864000000000001 -0.0070899999999999991 -0.059484999999999989 0.16175000000000003 -0.017889999999999996 0.09055500000000001 0.042705000000000007 0.061775000000000004 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 8 6 7 14 13 17 11 15 12 -4 16 -3 22 18 -1 -5 20 29 27 -7 -19 -13 -14 -2 -21 -29 -20
right_child=1 2 9 5 -6 10 -8 -9 -10 -11 -12 24 25 -15 -16 -17 -18 23 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00057549933362908718 0.00057454266730381425 0.00038562457333623243 0.00030174095355921975 0.00067355078703154429 0.00026794235871172576 0.00053628291429191834 0.00050323497230827954 0.00066929117105628418 0.00031518922278694076 0.00032815105831087674 0.00035656947809256998 0.00012040115979979121 0.00022733192939302412 0.00040252249417035209 0.0001875089423210959 0.00036817681020752716 0.00042700516460336978 0.00048682277206501932 0.00056791411577568872 0.00053984472077544979 0.00052546331832570867 0.00043526342555612714 0.00047849122457085567 0.00035313749503271253 8.9755928775175604e-06 0.00013702701189419989 0.00047473431217904183 0.00042007788431410695 0.00052035156146985808 0.00050994511649176473
leaf_weight=28 49 30 39 22 201 177 73 83 66 37 39 78 33 24 21 24 26 30 974 437 211 30 138 22 21 69 22 20 56 41
leaf_count=28 49 30 39 22 201 177 73 83 66 37 39 78 33 24 21 24 26 30 974 437 211 30 138 22 21 69 22 20 56 41
internal_value=0 0.000289958 0.000260042 0.000533316 0.000326458 0.000541385 0.000421311 0.000552272 0.000406097 0.000182116 0.000485969 0.000159602 0.000203721 0.000546997 0.000304048 0.000500856 0.000548905 0.000481096 0.000550675 0.000549146 0.00055867 0.000527645 0.000510965 0.000430264 9.67654e-05 0.000166243 0.000543616 0.000533048 0.000493964 0.000565573
internal_weight=0 673 602 2448 325 2302 124 1924 146 277 378 240 141 1841 51 339 1817 80 1791 1769 1226 543 315 52 99 102 71 513 76 1015
internal_count=3121 673 602 2448 325 2302 124 1924 146 277 378 240 141 1841 51 339 1817 80 1791 1769 1226 543 315 52 99 102 71 513 76 1015
is_linear=0
shrinkage=0.00196078


Tree=9790
num_leaves=31
num_cat=0
split_feature=1 52 1 12 0 3 43 160 4 132 14 0 4 12 133 2 1 16 131 474 474 0 1 4 1204 52 2 160 2 401
split_gain=0.245639 0.0597452 0.0363574 0.0244728 0.0223552 0.0300821 0.0255498 0.0550089 0.0276695 0.0207769 0.0195775 0.0191896 0.0183915 0.0186735 0.0182017 0.015651 0.034139 0.0139451 0.0138589 0.0138489 0.0223861 0.0145365 0.0197212 0.019216 0.0135896 0.0133265 0.0181242 0.0261302 0.0154051 0.0141081
threshold=0.10312500000000001 -0.40967499999999996 0.13657000000000002 0.088105000000000003 -0.067624999999999977 0.11296500000000002 -0.083684999999999996 -0.080719999999999986 -0.42529999999999996 0.090440000000000006 -0.46413499999999996 0.051010000000000007 0.0049200000000000008 0.10016000000000001 0.089200000000000015 0.087625000000000022 0.089105000000000018 -0.25582999999999995 0.091440000000000007 0.089435000000000014 0.10250500000000001 -0.11173999999999999 0.084785000000000013 0.053925000000000008 -0.082759999999999986 0.088555000000000009 0.087245000000000003 -0.082299999999999984 0.086950000000000013 0.11769000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 3 9 5 15 7 -6 -8 10 -3 -10 -5 -14 -12 19 24 -15 -2 21 -21 22 -1 25 -17 26 28 -28 29 -23
right_child=1 2 -4 12 6 -7 8 -9 11 -11 14 -13 13 17 -16 16 -18 -19 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0072661356026775831 0.0056763500329439671 0.0054075752473658045 0.0010081176085548257 0.0057836263369406681 -0.0019388132351672368 0.00097143642720766378 0.0058028896604341886 0.0038516294912745554 0.0042254507697475378 -0.00079075632661226251 0.0025789446625440766 0.0016005547388511544 0.0047535786543795398 1.3687692857770759e-06 0.00037198347312038428 0.00725999246739472 0.0025214833435214436 0.0031970363131323316 0.002691509036230855 0.0013326014295065155 0.0058625658380333338 0.0052302281187034845 0.0038787162007318573 0.0020951920105809615 0.0046837661724730868 0.0043441681727116191 0.0048666329588741069 0.0097405132075602373 0.0029942923784255985 0.0079264770145528029
leaf_weight=68 70 21 170 36 21 20 101 75 154 21 248 34 42 22 44 21 75 36 20 24 20 654 23 21 820 166 22 22 30 20
leaf_count=68 70 21 170 36 21 20 101 75 154 21 248 34 42 22 44 21 75 36 20 24 20 654 23 21 820 166 22 22 30 20
internal_value=0 0.0026006 0.00226135 0.00271464 0.00469637 0.00483033 0.00399841 0.00258497 0.00446792 0.00225419 0.00245848 0.00375074 0.00384547 0.00314774 0.00224639 0.00486919 0.00456579 0.00198489 0.00501305 0.00512893 0.00339168 0.00520343 0.00640997 0.00508601 0.0047481 0.00515472 0.00533461 0.00730357 0.00521154 0.00531024
internal_weight=0 730 640 470 2391 2006 385 96 289 334 313 188 136 100 292 1986 916 58 90 1070 44 1026 91 935 841 914 748 44 704 674
internal_count=3121 730 640 470 2391 2006 385 96 289 334 313 188 136 100 292 1986 916 58 90 1070 44 1026 91 935 841 914 748 44 704 674
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=31
num_cat=0
split_feature=1 4 148 3 12 2 40 2 124 42 123 12 51 51 3 401 160 11 16 150 4 0 48 4 3 16 13 481 160 0
split_gain=0.199103 0.0469387 0.0306215 0.0288163 0.0331615 0.0228615 0.0208139 0.0194014 0.0199341 0.0190816 0.0149009 0.0138344 0.020432 0.0169666 0.0132634 0.0181482 0.0195738 0.0122102 0.0120157 0.0119004 0.0115701 0.0175114 0.0209529 0.0237047 0.0273348 0.0167002 0.0360095 0.0227525 0.0204194 0.0151414
threshold=0.10337500000000001 0.26790000000000008 -0.065034999999999996 0.149315 -1.0000000180025095e-35 0.25063000000000007 -0.0036699999999999992 0.13404500000000005 -0.076779999999999987 -0.0060199999999999993 0.084025000000000016 0.093965000000000007 0.11381000000000001 -0.040379999999999992 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 0.095720000000000013 0.13751500000000003 0.08926000000000002 -0.082249999999999976 -0.087084999999999982 0.092475000000000016 -0.50940999999999981 -0.10519499999999998 -0.091354999999999978 -0.085744999999999988 -0.085474999999999982 -0.081399999999999986 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 6 14 10 8 9 -1 -4 12 13 -6 -3 16 -16 20 -9 -5 21 -10 23 24 -23 -25 -27 -28 -29 -22
right_child=1 5 3 19 11 -7 -8 18 17 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 29 22 -24 25 -26 26 27 28 -30 -31
leaf_value=0.0045562619343400002 -0.00033406613208353519 0.0029055991624012843 0.0050592121399898569 0.0024794291962232247 0.0063682290725409988 -0.0015414002681306254 -0.00055720815646716139 0.00083917244509966286 0.0058419183942291526 0.0016856558647480582 0.0019932057384365038 0.0037200990276196827 0.008166058555943892 0.0031055530553645884 0.0042689456170288999 -0.0015714271448086948 0.0012353835757859151 0.001863265390347806 0.0039874911160123622 -0.00029703874158887913 0.0042443262687905737 0.0095111715490929782 0.001444811680862172 0.0070954112158644767 0.0048260153941527915 6.7214850569143896e-05 0.0075423161499202258 0.0018189807356975508 0.0044687304784818251 0.0017139418642424669
leaf_weight=39 25 67 23 38 28 24 22 27 113 57 51 126 20 37 24 20 187 20 22 26 1612 20 22 21 33 20 22 32 319 24
leaf_count=39 25 67 23 38 28 24 22 27 113 57 51 126 20 37 24 20 187 20 22 26 1612 20 22 21 33 20 22 32 319 24
internal_value=0 0.00232437 0.00305346 0.00328173 0.00368412 0.00142772 0.0021433 0.00422215 0.00426315 0.00285184 0.00294615 0.00438516 0.00537102 0.00451101 0.00166684 0.00130754 0.00158043 0.00432315 0.0022527 0.00135149 0.00434513 0.00471996 0.00446069 0.00460277 0.006594 0.00434785 0.00420104 0.00442269 0.00422716 0.00420721
internal_weight=0 718 396 371 307 322 96 2403 2354 96 74 211 85 65 298 231 211 2258 49 64 2238 602 489 467 53 414 393 373 351 1636
internal_count=3121 718 396 371 307 322 96 2403 2354 96 74 211 85 65 298 231 211 2258 49 64 2238 602 489 467 53 414 393 373 351 1636
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=31
num_cat=0
split_feature=1 12 1 3 132 15 1375 484 43 130 4 47 14 0 3 13 12 12 0 43 52 12 41 43 15 1428 3 474 1 16
split_gain=0.164076 0.0466886 0.0251675 0.019323 0.0249847 0.018412 0.0174708 0.0197861 0.0179477 0.0174581 0.0225715 0.0157267 0.0152898 0.0147948 0.0197758 0.0158322 0.0145061 0.0272428 0.0199504 0.0211257 0.0280056 0.0191337 0.0172777 0.0384142 0.0166709 0.0160956 0.0195212 0.0170393 0.0142303 0.0141042
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.31370500000000007 0.10613500000000002 -0.40580499999999992 -0.096099999999999977 -0.011244999999999998 -0.04890499999999999 -0.0060099999999999989 -0.033174999999999989 0.077555000000000013 -0.10708499999999999 -0.23194499999999998 -0.0063699999999999989 -0.061684999999999997 0.08598500000000002 0.085885000000000017 -0.14920999999999998 -0.0017249999999999998 0.083680000000000018 0.083370000000000014 0.077565000000000009 -0.14968999999999996 0.13592500000000005 -0.020064999999999996 -0.14186499999999996 -0.072334999999999983 0.10254500000000001 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 9 5 -5 -4 -8 -9 -2 -11 -1 -10 -14 -15 -16 17 18 -3 -20 21 -21 24 -24 25 -18 27 -27 -17 -28
right_child=3 16 6 4 -6 -7 7 8 12 10 -12 -13 13 14 15 28 22 -19 19 20 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.003396847584086312 -0.00041319732253830284 0.0065934860780544119 -0.00036536879329518841 0.0011814318235847168 0.0027390099685782425 -0.0022950385434505264 0.0051400952282603142 0.0014228651469474739 0.0054915268085009997 0.0045804150037838552 0.0017247787182980284 0.0059185795204970866 0.00089496329953697945 0.00061905105039477355 0.0017739079820377559 0.003569759085192345 0.0010931630632729226 0.0076281691697658973 0.0043222258685706259 0.0019954976700246332 0.00012027400565178444 0.005870109932640425 -0.0013699578559247865 0.004101162795400755 0.0018008643571037529 0.0031244884674630036 0.0040660492214780681 0.0059685206364283898 0.0065320799942128367 0.0034405937022901675
leaf_weight=168 31 32 22 25 26 39 27 131 21 32 205 29 38 25 29 50 21 24 383 25 30 26 21 33 41 29 802 77 24 655
leaf_count=168 31 32 22 25 26 39 27 131 21 32 205 29 38 25 29 50 21 24 383 25 30 26 21 33 41 29 802 77 24 655
internal_value=0 0.00366799 0.00285631 0.0013927 0.000124928 -0.000937042 0.00236689 0.00254112 0.00232045 0.00181845 0.00211035 0.00376807 0.00294924 0.00262763 0.00314201 0.00375438 0.00387617 0.00433769 0.00417847 0.00401192 0.00254467 0.00397079 0.00373324 0.0019735 0.00379172 0.00384325 0.0038802 0.00519044 0.00453051 0.00378487
internal_weight=0 2763 564 358 90 64 367 345 318 268 237 197 187 166 128 103 2199 520 496 464 81 51 1679 54 1625 1584 1563 106 74 1457
internal_count=3121 2763 564 358 90 64 367 345 318 268 237 197 187 166 128 103 2199 520 496 464 81 51 1679 54 1625 1584 1563 106 74 1457
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 1 2 1 150 2 13 4 40 2 50 1 4 12 0 11 40 15 151 47
split_gain=7.37961 1.1578 0.716048 0.579188 0.420809 0.342633 0.257583 0.237138 0.235351 0.201605 0.150686 0.122516 0.167864 0.107495 0.101859 0.092536 0.0803593 0.075318 0.0665582 0.0629975 0.0569766 0.0555033 0.0554319 0.0538721 0.0534991 0.0689027 0.0498675 0.0475261 0.0481833 0.0457383
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.10731 0.09253500000000002 0.13501500000000002 0.089770000000000016 0.090425000000000019 0.122715 1.0000000180025095e-35 -0.0091949999999999983 -0.0013449999999999996 -0.55119499999999988 -0.063404999999999989 0.092365000000000017 0.041865000000000006 0.13075500000000004 0.024790000000000003 0.11734000000000001 0.14486500000000005 1.0000000180025095e-35 -0.077474999999999988 -0.41942499999999994 -1.0000000180025095e-35 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 11 26 -9 -4 14 17 15 29 23 -13 18 -1 -10 -19 27 -5 -18 24 25 -7 -3 -6 -29 -2
right_child=1 4 9 21 20 10 -8 8 16 -11 -12 12 -14 -15 -16 -17 22 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00063951374296825915 0.000514170367830719 0.0002061879333430372 0.00045803300295166902 0.0002857138096123593 0.00013392031140199801 0.00048351004141726657 0.0006320139844935499 0.00037997151412197036 0.00027564001860084879 0.00027068189700089749 0.00035715287272039244 0.0003736780597514712 0.00031902782784938458 0.00035202777890980925 0.000360787454413211 0.000503276685949983 0.00036479649941126502 0.00052714412283078114 0.00017284789708974535 0.00049317505598006118 0.00018331235666097938 0.00017414374468738541 0.00025312135633994771 0.00040877569397842437 0.00039221859570978738 0.0005666161683153979 0.00011679001468406687 9.8846140226442405e-05 -2.8193701862120159e-05 0.0004320674944742053
leaf_weight=21 75 47 34 60 29 299 76 62 36 63 48 23 23 29 29 268 25 1209 74 254 23 24 54 36 21 44 49 22 24 40
leaf_count=21 75 47 34 60 29 299 76 62 36 63 48 23 23 29 29 268 25 1209 74 254 23 24 54 36 21 44 49 22 24 40
internal_value=0 0.000269611 0.000501447 0.000383231 0.000211397 0.000508259 0.000520201 0.000243441 0.000275141 0.000336351 0.00046134 0.000515475 0.000480288 0.00045871 0.000472998 0.000493033 0.000240753 0.00052292 0.000206489 0.000521247 9.79371e-05 0.000253837 0.000288462 0.000481133 0.000488289 0.000494171 0.000160558 7.17554e-05 3.25645e-05 0.000485613
internal_weight=0 673 2448 228 445 2351 1874 347 251 97 477 1798 314 144 429 291 189 1484 110 1463 98 84 79 400 364 343 96 75 46 115
internal_count=3121 673 2448 228 445 2351 1874 347 251 97 477 1798 314 144 429 291 189 1484 110 1463 98 84 79 400 364 343 96 75 46 115
is_linear=0
shrinkage=0.00196078


Tree=9794
num_leaves=31
num_cat=0
split_feature=1 52 1 1 16 4 50 15 2 0 14 148 12 12 12 12 39 3 51 42 0 11 43 4 49 150 0 1 129 394
split_gain=0.164203 0.0298795 0.0291357 0.0225113 0.022097 0.0214053 0.0224269 0.0219331 0.0173023 0.0245914 0.0166224 0.0152352 0.0200806 0.0263907 0.0219995 0.0157847 0.0209415 0.0150699 0.0142123 0.0233184 0.0182954 0.0134304 0.0132689 0.0135805 0.0127597 0.0118365 0.0110155 0.010926 0.0108518 0.0103406
threshold=0.11146500000000002 -0.26636999999999994 0.093890000000000015 0.15471500000000002 -0.11118499999999999 -0.17966999999999997 0.093975000000000017 0.11842000000000001 0.10644500000000001 0.034820000000000011 0.062655000000000016 -0.043434999999999994 0.11734000000000001 0.10711000000000002 0.088105000000000003 -0.10022999999999999 0.096625000000000016 0.30112000000000005 -0.079189999999999983 -0.064119999999999996 -0.067094999999999988 0.082245000000000013 -0.081289999999999987 0.51303500000000013 0.13984500000000002 0.085210000000000022 -0.076899999999999982 0.122715 0.11234000000000001 -0.15150999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 11 -5 -4 7 18 10 26 21 27 13 14 15 -13 17 22 -7 -20 -21 28 -17 24 -24 -22 -10 -3 29 -1
right_child=1 3 5 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019871320644462552 0.004175830518509796 -0.001573319015601142 0.004361940822665296 0.001537274624221027 -0.0027576328283074598 -0.00064715883694589139 0.0041154642932528032 0.0047304695171694611 0.0020437334281930156 0.0003719586413353682 0.0053736949147528933 0.0033480701199732721 0.0044989623117324866 -0.0015132874645211775 0.0039206469045020642 0.00068852991381710446 -0.00060699733237371499 0.00017514808092858984 0.0048916856275388497 0.0022408013352860682 -0.0018719998215965463 0.00134953121538274 0.0045124045347329231 0.0010430527867616288 0.0015750631900681628 0.0015684203896671534 0.0038059679017137596 0.0016156061901710927 0.0062716415541945033 0.003959136253820569
leaf_weight=27 47 22 92 25 23 20 81 31 44 29 83 45 29 23 50 37 46 44 27 159 20 20 50 28 21 20 183 21 20 1754
leaf_count=27 47 22 92 25 23 20 81 31 44 29 83 45 29 23 50 37 46 44 27 159 20 20 50 28 21 20 183 21 20 1754
internal_value=0 0.0017732 0.00373343 0.00152983 -0.000520702 0.00300143 0.0026518 0.0022238 0.00388594 0.00311407 0.00398972 0.00176643 0.00197191 0.00175887 0.00199333 0.00163773 0.00129718 0.0017838 0.00190792 0.00213403 0.00175988 0.00392663 0.00230425 0.0029081 0.00364361 -0.00015179 0.00346439 -1.59369e-05 0.00395525 0.00392924
internal_weight=0 511 2610 464 48 450 358 277 2160 256 1904 416 373 344 321 271 226 180 246 226 199 1821 136 99 71 40 227 43 1801 1781
internal_count=3121 511 2610 464 48 450 358 277 2160 256 1904 416 373 344 321 271 226 180 246 226 199 1821 136 99 71 40 227 43 1801 1781
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 1 2 150 49 4 4 2 2 1 50 1429 12 2 43 1 11 1 0 15
split_gain=6.22421 1.07014 0.549083 0.470808 0.301594 0.293689 0.235949 0.219778 0.196202 0.149377 0.143598 0.119648 0.147295 0.0950231 0.0816752 0.0766777 0.0717193 0.0683284 0.0682264 0.062544 0.0556761 0.0545745 0.0542742 0.0538703 0.0534002 0.0506475 0.0451499 0.0442889 0.0602726 0.0435591
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 0.062655000000000016 -1.0000000180025095e-35 0.10731 0.14122000000000004 0.077845000000000011 0.089770000000000016 0.090425000000000019 1.0000000180025095e-35 -0.054984999999999992 -0.55119499999999988 -0.062539999999999984 0.087625000000000022 -0.0091949999999999983 0.12000500000000001 0.041865000000000006 0.084770000000000012 0.11734000000000001 0.11411 -0.080324999999999994 0.12408500000000001 0.075910000000000019 0.076935000000000017 -0.019414999999999998 -0.41396999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 7 6 11 19 -9 13 -4 15 18 22 -2 -1 -10 21 -13 -3 29 -17 27 -5 -12 -18 -8 28 -7 -6
right_child=1 4 10 23 20 9 26 8 16 -11 24 12 -14 -15 -16 17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061115639633825178 0.00033092232054228064 0.0002292426552599162 0.00044751815570920122 0.00031993652541750399 0.00014372902062786478 0.00045896692154619894 0.0005273480790064615 0.00036100328079342918 0.00034026977728728817 0.00032303367488866554 0.00031587815468142534 0.00036083827492322865 0.00030032719010272829 0.00034033770762761332 0.00045838985936826369 0.00050739705138618722 0.00023977479750541644 0.00047732814233655818 0.00047211929739289092 0.0001212670411765177 0.0001956319378486653 0.00042072931421697747 0.0003831012074790686 0.00021630628693905659 0.00019564819191217277 0.00016002843809078416 0.00063016331736363612 0.00049997589264272671 0.00035984604443854696 5.3897375288811111e-05
leaf_weight=21 23 30 28 30 36 254 24 62 21 41 49 23 23 30 121 760 113 674 268 66 26 29 37 54 20 42 52 89 26 49
leaf_count=21 23 30 28 30 36 254 24 62 21 41 49 23 23 30 121 760 113 674 268 66 26 29 37 54 20 42 52 89 26 49
internal_value=0 0.000260745 0.000473659 0.000369978 0.000204778 0.000479624 0.000490681 0.000234205 0.00026615 0.000436186 0.000329088 0.000486157 0.000451385 0.000446826 0.00043803 0.000493515 0.000232735 0.000491826 0.000463324 0.000155009 0.000116231 0.000504212 0.000454695 0.000253317 0.000281029 0.000218166 0.000597695 0.000461874 0.000449763 9.19437e-05
internal_weight=0 673 2448 228 445 2351 1874 334 238 477 97 1798 314 436 144 1484 176 1463 291 96 111 789 406 84 69 155 76 369 280 85
internal_count=3121 673 2448 228 445 2351 1874 334 238 477 97 1798 314 436 144 1484 176 1463 291 96 111 789 406 84 69 155 76 369 280 85
is_linear=0
shrinkage=0.00196078


Tree=9796
num_leaves=31
num_cat=0
split_feature=1 12 1 47 376 402 10 10 10 2 13 1 1375 43 43 13 0 12 482 41 158 4 150 16 132 1204 133 50 133 402
split_gain=0.160971 0.0448794 0.0238017 0.0205056 0.0199477 0.0172964 0.019273 0.0208747 0.0174623 0.0221409 0.0252192 0.0157339 0.0156643 0.0169261 0.0179872 0.0241289 0.0152829 0.0152601 0.022267 0.018205 0.0160195 0.0174607 0.017722 0.0155834 0.0299686 0.0443061 0.0230711 0.0157473 0.014808 0.017907
threshold=0.11846000000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.080200000000000007 0.09388500000000001 -0.079859999999999987 -0.3960249999999999 1.0000000180025095e-35 0.13404500000000005 -1.0000000180025095e-35 0.14516000000000004 -0.096099999999999977 -0.04890499999999999 -0.11720999999999999 -0.0079349999999999993 -0.23194499999999998 0.090285000000000018 -1.0000000180025095e-35 0.077565000000000009 0.077000000000000013 0.23246000000000003 0.078525000000000011 -0.073404999999999984 -0.083284999999999984 -0.074224999999999985 -0.43349999999999994 0.11690000000000002 0.41553500000000004 0.11522000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 5 -5 6 7 -2 9 10 -8 -11 -4 14 -14 -16 -1 -3 -19 20 21 22 23 24 26 -26 -20 28 29 -27
right_child=3 17 12 4 -6 -7 8 -9 -10 11 -12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0062295179570686417 0.0013955027569041011 0.0041099765327868021 -0.00020439964295788246 0.0032496198307832378 -0.00019213687656225548 -0.001837738460328962 0.0020508185014824405 -0.0031186670192983003 -0.00027238370531449616 9.128542502555226e-05 0.0062302763346286328 0.0029778021936570959 0.004249716991477687 0.0031230847728755148 0.0020403156595759442 -0.0012534163725407173 0.0034330780422980236 0.00043469861477867444 0.0041855981526896366 0.0010376612225977274 0.0050483167036829224 0.0016058338800489548 0.0063730024422208476 0.0032693637246689281 -0.00063801919819698452 0.0050585316361470116 0.0088784007778899242 0.0016791810727833463 0.0023851463680550685 0.0026187184939367907
leaf_weight=22 21 1151 22 85 21 21 42 20 40 58 22 28 23 206 86 30 175 22 20 26 83 42 24 512 21 183 22 24 33 36
leaf_count=22 21 1151 22 85 21 21 42 20 40 58 22 28 23 206 86 30 175 22 20 26 83 42 24 512 21 183 22 24 33 36
internal_value=0 0.0036545 0.0028587 0.00140084 0.00256776 0.000909991 0.00115979 -0.000806531 0.0015841 0.00207916 0.00348751 0.00103108 0.00238274 0.00254772 0.00169502 0.00118849 0.00374537 0.00385861 0.00358254 0.00365003 0.00371796 0.00359754 0.00369314 0.00361757 0.00414346 0.00378989 0.00664373 0.00412679 0.0043599 0.00465747
internal_weight=0 2763 564 358 106 252 231 41 190 150 64 86 367 345 139 116 197 2199 1048 1026 1000 917 875 851 339 297 42 276 252 219
internal_count=3121 2763 564 358 106 252 231 41 190 150 64 86 367 345 139 116 197 2199 1048 1026 1000 917 875 851 339 297 42 276 252 219
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=31
num_cat=0
split_feature=4 2 3 39 2 457 149 2 2 2 44 4 4 16 9 16 149 51 16 16 1444 474 1429 481 474 472 15 52 52 15
split_gain=0.132748 0.0453762 0.0322837 0.0225294 0.0189791 0.0184573 0.0155125 0.0154753 0.024178 0.0176419 0.0154436 0.0144758 0.0168337 0.0322221 0.0136429 0.0134876 0.0119362 0.0114319 0.0168673 0.0234801 0.0190522 0.0194554 0.0340485 0.0251569 0.0338788 0.0172106 0.0127654 0.0126462 0.0238147 0.0129565
threshold=0.27287000000000006 0.17025000000000004 0.20828500000000003 0.08456000000000001 0.25063000000000007 0.31508000000000008 0.07770500000000001 -0.0091949999999999983 0.094835000000000017 0.10327000000000001 0.081805000000000017 0.042705000000000007 0.056795000000000005 -0.050529999999999999 0.081890000000000004 0.46043000000000006 0.079625000000000015 -0.22411499999999998 -0.0073349999999999986 -0.0083599999999999976 -0.078379999999999991 0.088335000000000011 -0.12066499999999998 -0.08706499999999999 0.085295000000000024 -0.080624999999999988 -0.0092699999999999987 -0.090859999999999982 -0.080114999999999978 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 10 -2 -5 -9 -10 11 14 13 -13 16 -15 17 -1 19 27 -20 22 -22 -24 -25 -23 -27 29 -29 -19
right_child=4 -3 -4 7 -6 -7 -8 8 9 -11 -12 12 -14 15 -16 -17 -18 18 20 -21 21 25 23 24 -26 26 -28 28 -30 -31
leaf_value=0.004818326277018059 0.0012240506559440757 -0.00039706695225146232 0.0011313969211634966 0.00089779416125060785 -0.001487337437477739 0.00044056723359972246 0.0037696343407822917 0.0046959956915088698 -0.00022324197968744019 0.0028887326249137655 0.0055183669860550278 0.0041547166846262725 0.003201702304012267 -0.0022035764623433356 0.0058782532316399745 0.001468973164446652 0.0057936137197944137 0.0064224611849509061 2.5130895664915447e-07 0.0064275356847792869 0.0068241067762885776 0.0026183335525864684 0.0060992524061085924 0.0027942430888963461 -0.00052810987805115123 0.0067564031269284897 0.0040455932321875531 0.00034769242680024199 0.0035950775768243885 0.0031578417774289847
leaf_weight=64 302 33 65 54 24 20 26 48 27 56 37 26 261 20 25 20 23 31 20 30 21 37 21 439 33 32 38 23 1245 20
leaf_count=64 302 33 65 54 24 20 26 48 27 56 37 26 261 20 25 20 23 31 20 30 21 37 21 439 33 32 38 23 1245 20
internal_value=0 0.00328892 0.00333338 0.00338696 0.00122721 0.00346619 0.00142583 0.00232233 0.00290954 0.0018764 0.00349073 0.00345984 0.0028409 0.0014141 0.00355613 -0.000367302 0.00352818 0.00350281 0.0034605 0.00366119 0.00303815 0.00313599 0.00288061 0.00271264 0.00256196 0.00436276 0.00528482 0.00359827 0.00353617 0.00514222
internal_weight=0 2769 2736 2671 352 2486 328 185 131 83 2466 2429 327 66 2102 40 2077 2054 1990 1349 641 621 514 493 472 107 70 1319 1268 51
internal_count=3121 2769 2736 2671 352 2486 328 185 131 83 2466 2429 327 66 2102 40 2077 2054 1990 1349 641 621 514 493 472 107 70 1319 1268 51
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=31
num_cat=0
split_feature=1 2 48 123 4 97 44 1429 3 11 16 3 3 132 3 14 11 34 2 50 133 0 160 11 41 474 42 16 4 4
split_gain=0.111385 0.0340978 0.0210158 0.0199476 0.015232 0.0149375 0.014616 0.0138558 0.0138343 0.0208066 0.0235657 0.013449 0.0134112 0.0221007 0.0159532 0.0130917 0.016474 0.0129981 0.01819 0.0122194 0.0114032 0.0112564 0.0111491 0.0107211 0.0216325 0.0105013 0.0118789 0.0114515 0.0369475 0.0366747
threshold=0.12000500000000001 0.10252500000000002 0.13438000000000003 0.085290000000000019 -0.49405499999999997 -0.083924999999999986 1.0000000180025095e-35 -0.087914999999999979 -0.096099999999999977 0.082245000000000013 -0.082779999999999979 -0.076969999999999997 0.30112000000000005 0.10613500000000002 0.42240500000000009 0.076175000000000007 0.08776500000000001 -0.021334999999999996 0.116525 -1.0000000180025095e-35 0.09389500000000002 -0.14723999999999998 -0.15400999999999995 0.077290000000000011 0.079395000000000007 0.10135500000000001 0.088295000000000012 0.18438500000000005 -0.39518999999999993 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 -7 9 10 -6 20 17 14 -14 16 25 -2 -19 -13 -10 -5 -21 -17 -25 27 -27 28 -9 -30
right_child=12 2 -4 21 8 6 -8 15 11 -11 -12 19 13 -15 -16 23 -18 18 -20 22 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0010351740458810872 -0.00024545747930040728 0.0041025781112451415 -0.00087995276320725676 -0.0012779673258773985 0.0025149249043103987 0.0050710490303793668 0.0058043008781082581 0.0066092136098692819 0.0043790619395024681 0.0029723569073952564 -0.0017645041172903394 0.00042215693742036819 5.5157024623013617e-05 0.0025047194212675095 -0.0032963159028440714 0.0031278994985115835 0.00028087691004787175 0.0029814143211309178 0.0010115095622644731 0.0046069577894134765 0.0020752666059941534 0.0016665923953484243 0.0023468482708539121 0.0074441027749950692 0.0030492517530330502 0.0059416998453714238 0.0027262667566537858 0.0021963452671090486 -0.00039644704161522295 0.0031304510082626556
leaf_weight=33 39 60 20 20 22 37 21 30 70 43 31 30 49 26 20 39 21 75 125 24 31 37 241 24 21 27 20 142 30 1713
leaf_count=33 39 60 20 20 22 37 21 30 70 43 31 30 49 26 20 39 21 75 125 24 31 37 241 24 21 27 20 142 30 1713
internal_value=0 0.00295756 0.00230968 0.00241443 0.00259834 0.0031464 0.00317919 0.00315299 0.0024149 0.00133792 1.18626e-05 0.00267598 0.00102506 1.99903e-05 -0.000916284 0.00311865 0.00306686 0.00142457 0.00175022 0.00233499 0.00367196 0.000633414 0.00255154 0.00434144 0.00539317 0.00309668 0.00457343 0.00306043 0.00312964 0.00306975
internal_weight=0 2787 629 609 552 2158 2125 2104 492 96 53 396 334 95 69 2067 1983 239 200 295 101 57 265 84 45 1962 47 1915 1773 1743
internal_count=3121 2787 629 609 552 2158 2125 2104 492 96 53 396 334 95 69 2067 1983 239 200 295 101 57 265 84 45 1962 47 1915 1773 1743
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=31
num_cat=0
split_feature=1 2 2 0 4 11 12 41 2 0 1 13 1 483 130 4 16 1424 481 1456 42 42 1212 42 3 157 4 160 160 48
split_gain=0.0902222 0.0279128 0.0159466 0.0173684 0.0205107 0.0156318 0.0282729 0.0458657 0.0150138 0.0183701 0.0156514 0.0141701 0.0117899 0.0150083 0.0113346 0.0167648 0.0131427 0.0112721 0.0105061 0.0168251 0.0183842 0.028863 0.0260305 0.0215899 0.031521 0.0153645 0.0126911 0.0204945 0.0318962 0.0225785
threshold=0.12000500000000001 0.10005000000000001 0.15609500000000001 -0.13843999999999998 0.42642000000000008 0.077415000000000012 0.085250000000000006 0.076195000000000013 -0.0091949999999999983 -0.07384499999999998 0.10871500000000002 -0.14179999999999995 0.16773500000000005 0.098395000000000024 -0.077029999999999987 -0.033174999999999989 -0.032969999999999992 1.0000000180025095e-35 -0.009074999999999998 -0.089834999999999984 0.088295000000000012 0.091735000000000025 0.040035000000000008 0.085730000000000015 -0.08323499999999999 -0.082009999999999986 -0.082249999999999976 0.055845000000000006 0.0065900000000000012 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 -7 -8 9 -1 -11 -5 13 14 -2 16 -16 18 19 -10 23 22 -22 25 -25 -21 -20 28 -28 -29
right_child=12 2 -4 11 -6 6 7 -9 17 10 -12 -13 -14 -15 15 -17 -18 -19 26 20 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.003554227625136264 -0.0011796318103279191 0.00094542763438399703 -0.00053382939447394829 0.00043369402673335808 0.0041442546224140604 0.006837405343389104 0.0055062552408448292 0.00026817157386176403 0.0014011854917875359 -0.00096968500169389174 0.0024737313728440892 0.0026412141403557971 -0.0012621732150285465 0.0037339562107808889 0.0011149048572406174 0.00075161762291167493 0.0046967735137080869 0.0052046059269923719 0.0031963239235364921 0.0056325224348930296 0.0029431528624679366 0.0053965562395751482 -0.0015792936366051437 0.009245684717316181 0.003631325191818178 0.0027744255806018991 0.0024606413626880224 0.004249861172590472 -0.0015726420190185311 0.0019958839991560846
leaf_weight=28 24 156 22 31 23 27 35 32 35 33 22 469 23 20 20 226 21 20 427 27 35 25 20 20 20 62 999 132 20 67
leaf_count=28 24 156 22 31 23 27 35 32 35 33 22 469 23 20 20 226 21 20 427 27 35 25 20 20 20 62 999 132 20 67
internal_value=0 0.00266181 0.00211588 0.00220174 0.00135645 0.00284526 0.00410543 0.00300448 0.0027858 0.00146917 0.000407682 0.00250435 0.000922557 0.00108413 0.000902009 0.00108912 0.00294952 0.00284304 0.00281804 0.00343038 0.0037702 0.00257923 0.00129863 0.00450878 0.0064385 0.00364149 0.00272721 0.00256275 0.00238148 0.00349098
internal_weight=0 2787 701 679 179 2086 94 67 1992 83 55 500 334 311 291 267 41 1909 1889 244 209 80 55 129 40 89 1645 1218 1019 199
internal_count=3121 2787 701 679 179 2086 94 67 1992 83 55 500 334 311 291 267 41 1909 1889 244 209 80 55 129 40 89 1645 1218 1019 199
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=31
num_cat=0
split_feature=1 52 1 2 12 2 47 123 2 14 2 43 2 34 475 2 1 1447 4 47 14 12 48 12 12 0 1 15 4 50
split_gain=4.88468 0.808831 0.541884 0.36788 0.291305 0.198895 0.176259 0.148636 0.165382 0.132042 0.121562 0.111948 0.109057 0.110764 0.0704865 0.0684986 0.101242 0.0700582 0.0488137 0.0464539 0.0530177 0.0429994 0.0388636 0.0558143 0.0438079 0.0386728 0.0379511 0.0379279 0.0345999 0.0330218
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.099515000000000006 0.088725000000000012 -1.0000000180025095e-35 0.13082500000000002 1.0000000180025095e-35 0.14960000000000004 0.062655000000000016 0.11474000000000002 -1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 -0.066784999999999983 0.089885000000000007 0.088975000000000012 -0.082869999999999985 0.41555500000000006 0.078345000000000012 -0.23083499999999998 0.10061500000000002 0.081275000000000014 0.09141500000000001 0.11903500000000002 -0.12333499999999999 0.077565000000000009 -0.45963999999999994 0.055260000000000011 0.083090000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 19 11 12 8 14 15 21 -1 13 -4 -5 26 17 -17 -15 20 -3 -6 24 -24 -16 -21 -7 -20 -23 -28
right_child=1 2 6 7 10 9 -8 -9 -10 -11 -12 -13 -14 18 22 16 -18 -19 27 25 -22 28 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00019728915339965272 0.00037214313062475907 0.00023184019855940349 3.5775325774399802e-05 0.00040513786149786796 0.00037710645990129981 0.00039609293300703243 0.00021940684148367585 0.00020028350911304062 0.00017785753184391484 0.00046302282310883684 0.00017360124502671895 0.00035216146849395688 3.00730972068729e-05 0.00022332908503165994 0.00034757488753185846 0.00045750800054520366 0.00026369738369465062 0.00036235555786811181 0.00018949564893309978 0.00016998257428663325 0.00014441115499168658 0.00034441365330827001 0.00021327925331014044 0.00032978642475398447 0.00027373306098438444 0.00029045841426185974 0.00035679275849057984 8.1283732943250106e-05 0.00022907697504349783 0.00038948200644794881
leaf_weight=34 76 32 45 54 41 827 37 37 26 78 24 38 114 28 263 32 38 423 20 20 160 20 25 43 35 21 224 33 20 253
leaf_count=34 76 32 45 54 41 827 37 37 26 78 24 38 114 28 263 32 38 423 20 20 160 20 25 43 35 21 224 33 20 253
internal_value=0 0.000181311 0.000157729 0.000368144 0.000210419 0.00038016 9.3436e-05 0.000319706 0.000329613 0.000384044 0.000296168 0.000279027 7.40155e-05 0.000113773 0.000339007 0.000380616 0.000360927 0.000369048 0.000157105 0.000171777 0.000158983 0.000332484 0.00032925 0.000286953 0.000338902 0.00023169 0.000388059 0.000122118 0.000286745 0.000374131
internal_weight=0 691 615 2430 338 1947 277 483 446 1875 105 72 240 126 420 1797 493 455 81 233 192 81 366 68 298 41 1304 53 40 477
internal_count=3121 691 615 2430 338 1947 277 483 446 1875 105 72 240 126 420 1797 493 455 81 233 192 81 366 68 298 41 1304 53 40 477
is_linear=0
shrinkage=0.00196078


Tree=9801
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 106 44 2 147 1 2 1204 39 0 41 3 16 157 3 4 43 1213 1212 1213 1 2 12 133 16 1
split_gain=0.0939785 0.0312996 0.0232298 0.0207719 0.0191381 0.0155228 0.0155775 0.0148862 0.0147142 0.0189115 0.0131981 0.0190171 0.0141128 0.0134335 0.0128363 0.0165707 0.0211609 0.0129018 0.0103598 0.0141113 0.0112779 0.0100326 0.0135484 0.0167841 0.0109764 0.021568 0.0444557 0.0248409 0.0319089 0.0221801
threshold=0.27044500000000005 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 0.085655000000000009 0.081805000000000017 0.16394500000000004 0.096620000000000011 0.10374500000000002 0.092365000000000017 -0.066239999999999979 0.098220000000000016 -0.21861499999999998 0.083975000000000008 -0.14186499999999996 0.40391000000000005 -0.051074999999999988 -0.13927999999999999 0.50194500000000009 0.0061450000000000003 0.39818500000000007 0.11387000000000001 0.0036000000000000003 0.076935000000000017 0.086100000000000024 0.080890000000000017 0.024320000000000005 -0.082404999999999992 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 10 8 9 -2 21 -12 13 -13 15 16 -15 -18 19 -11 -20 22 24 -24 -1 27 -27 29 -29 -26
right_child=3 -3 -4 4 -6 -7 -8 -9 -10 18 11 12 -14 14 -16 -17 17 -19 20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0031481452503646433 -0.0021379957004683094 -0.00038301610056254453 0.00083267687032275719 0.0032332194681657712 0.00026846806180070751 0.00053600639033491815 0.0048242418070298596 -0.0015438999762878783 0.002983826595462031 0.00058188537182286392 -0.00039778133848259405 0.00016592406053942714 0.000579435248962707 0.0057958801840677079 0.0005687824533587056 0.0025582820541010659 0.0046308348958308881 0.00182112532115339 0.00078669841760146053 0.0041456205828581004 -0.0017766983444744257 0.0047951670746052902 0.0031120827526874132 -0.00088602668561396148 0.0061035126370067401 0.0026071551278269347 -0.0027553357808342716 -0.0020027238254745803 0.002281437252243603 0.0029860282456971739
leaf_weight=970 24 33 64 64 33 31 37 31 27 25 23 22 36 38 28 649 26 44 121 20 20 28 21 21 24 52 22 21 101 465
leaf_count=970 24 33 64 64 33 31 37 31 27 25 23 22 36 38 28 649 26 44 121 20 20 28 21 21 24 52 22 21 101 465
internal_value=0 0.00267822 0.00271532 0.000970663 0.00222459 0.00276063 0.00278687 0.000516816 0.000786361 0.000503829 0.00275778 0.00243925 0.00251665 0.00260307 0.00267137 0.00274914 0.00389606 0.00286473 0.00084471 0.00216577 0.000423096 0.00291769 0.00288672 0.00111303 0.00293173 0.00262527 0.0010129 0.00282055 0.001544 0.00313903
internal_weight=0 2756 2723 365 97 2659 2628 268 237 210 2591 866 843 807 785 757 108 70 186 45 141 1725 1697 42 1655 685 74 611 122 489
internal_count=3121 2756 2723 365 97 2659 2628 268 237 210 2591 866 843 807 785 757 108 70 186 45 141 1725 1697 42 1655 685 74 611 122 489
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=31
num_cat=0
split_feature=1 2 11 11 0 4 51 1 1443 1443 43 43 16 13 124 1213 1213 43 1212 42 49 151 13 1212 12 12 1213 1211 401 160
split_gain=0.0765015 0.0196215 0.0160759 0.0174402 0.0145758 0.0142089 0.0132318 0.0160699 0.0129913 0.0136664 0.014217 0.015018 0.0150275 0.0140688 0.0134639 0.0116117 0.0234075 0.0198891 0.0121573 0.023246 0.011611 0.0153956 0.0104624 0.0103574 0.0122263 0.0119687 0.00928904 0.0124809 0.0162186 0.0098539
threshold=0.11690500000000002 0.10005000000000001 0.080455000000000013 0.085155000000000022 -0.13843999999999998 0.42642000000000008 -0.40274499999999996 0.16773500000000005 0.090755000000000016 0.084655000000000022 -0.14792499999999997 -0.15879999999999997 -0.0013749999999999997 0.11596500000000001 -0.083859999999999976 -0.13252999999999998 -0.21306999999999995 -0.12152999999999999 -0.040879999999999993 0.084535000000000013 -0.088694999999999982 0.015440000000000001 -0.01163 -0.14780999999999997 0.10227500000000002 0.11201500000000002 0.39818500000000007 0.11541000000000001 -0.13200999999999999 0.3961050000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 20 -2 -8 9 10 11 12 13 -1 22 16 18 -17 19 -16 -3 -22 -12 -19 26 -26 27 28 -25 -30
right_child=6 4 3 -5 -6 -7 7 -9 -10 -11 14 -13 -14 -15 15 17 -18 23 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-5.4142244625836621e-05 0.0030541437475390181 0.0029668599599972367 0.0060606085018392796 0.0027366251231318241 0.0022150320121518234 0.0036332636990118773 0.00092467206260550452 -0.0019255180667165578 0.00010272202251309699 0.0045047160191461445 0.0021639544592129394 0.0055836885434540889 0.0047271156405830489 0.0029681481407093473 0.0064060100819915535 2.4632900021970272e-05 0.0064838349253737507 0.00031427407441449103 0.0012868728957768968 0.0021094919220023957 0.00092431163922391049 -0.0020441171440151742 -0.0004463613991642238 0.0050821761414408684 -9.4366834631987991e-05 0.0027704399381764232 0.0043930581600526005 0.0001573224932971326 0.0024663856746471326 0.0039863903625783599
leaf_weight=20 27 21 27 38 500 20 341 21 22 35 34 27 35 67 20 34 21 22 34 34 104 21 28 25 35 25 27 22 1390 44
leaf_count=20 27 21 27 38 500 20 341 21 22 35 34 27 35 67 20 34 21 22 34 34 104 21 28 25 35 25 27 22 1390 44
internal_value=0 0.00241749 0.00256965 0.00411736 0.00194548 0.00113356 0.00091861 0.00075933 0.00251937 0.00254624 0.00251098 0.00344961 0.00297731 0.00227337 0.00243306 0.00248487 0.00348401 0.0024178 0.00276814 0.00370079 0.000791137 0.000425616 0.000985102 0.00246898 0.00249921 0.0010993 0.00255491 0.0025214 0.00255705 0.00251302
internal_weight=0 2732 2066 65 666 166 389 362 2001 1979 1944 149 122 87 1795 1733 109 1624 88 54 146 125 62 1590 1568 60 1508 1481 1459 1434
internal_count=3121 2732 2066 65 666 166 389 362 2001 1979 1944 149 122 87 1795 1733 109 1624 88 54 146 125 62 1590 1568 60 1508 1481 1459 1434
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=31
num_cat=0
split_feature=4 2 3 159 15 2 39 40 376 150 1416 16 483 4 3 4 49 393 1209 13 15 2 2 12 15 15 43 4 13 4
split_gain=0.0652945 0.0235025 0.0178574 0.0171222 0.0168897 0.0158882 0.0130286 0.0170008 0.0130048 0.0129622 0.0116747 0.0125608 0.0182797 0.0156935 0.0144832 0.0454789 0.0173351 0.014686 0.0130169 0.0165527 0.0183444 0.0132311 0.0155856 0.0271643 0.0170324 0.0222925 0.0193014 0.0266433 0.0191911 0.0176467
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.084695000000000006 -0.44764999999999994 0.16394500000000004 -0.0091949999999999983 -0.08440499999999998 0.085395000000000013 0.12068000000000002 1.0000000180025095e-35 -0.071359999999999993 0.083960000000000021 -0.0078799999999999981 0.10893000000000001 -0.031404999999999995 -0.23803499999999997 0.084845000000000018 -0.074484999999999982 -0.080519999999999994 0.087485000000000021 0.084885000000000002 0.11144000000000001 0.095780000000000018 0.086195000000000008 -0.12255999999999999 0.0016850000000000001 0.0045450000000000013 0.0036400000000000004 -0.085964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 9 -1 -8 10 -2 11 12 18 -14 16 -16 -13 -18 19 -9 -21 -20 24 -24 25 -23 28 -28 29 -27
right_child=3 -3 -4 4 -6 -7 7 8 -10 -11 -12 14 13 -15 15 -17 17 -19 21 20 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0045683663765278956 0.00033891974174302141 -0.00047546688036880262 0.00054550962836762509 0.0010209483023125381 0.0036292810160803665 -0.0018233610057993043 0.00056387281447920639 0.0027334746870301867 0.00029439887448185777 0.0028975497105751527 0.0041330041384379217 0.0050526844756677751 0.0064596745563903829 0.0031255776386387882 0.0027256185668661742 -0.003317639904562384 0.0021289473967941418 -0.00053698139464748761 0.0029772298070695805 0.0020211473783655538 -0.002066794167900377 0.0034208273636085877 0.0067617421317845584 0.0020912183998999271 0.0026625921751378644 0.0041810060067412752 -0.0029282190044177697 0.0019034049251959438 -0.0008005768871577135 0.0014864053436099312
leaf_weight=24 198 33 63 92 34 31 60 38 33 22 34 20 20 48 33 20 1290 21 379 21 23 51 20 33 247 30 25 21 29 128
leaf_count=24 198 33 63 92 34 31 60 38 33 22 34 20 20 48 33 20 1290 21 379 21 23 51 20 33 247 30 25 21 29 128
internal_value=0 0.00217714 0.00220943 0.00077361 0.00172478 0.000296128 0.00224902 0.0022278 0.00226674 0.000594783 0.00229246 0.0022674 0.0025175 0.00410619 0.00206627 0.000445144 0.00213082 0.00208624 0.00241412 0.00120463 -0.000115731 0.00251711 0.0022185 0.00385368 0.0020553 0.00152712 0.00111262 -0.000722478 0.00156403 0.00199804
internal_weight=0 2744 2711 377 126 251 2648 2624 2564 220 2531 2497 1113 68 1384 53 1331 1311 1045 82 44 963 584 53 531 284 233 46 187 158
internal_count=3121 2744 2711 377 126 251 2648 2624 2564 220 2531 2497 1113 68 1384 53 1331 1311 1045 82 44 963 584 53 531 284 233 46 187 158
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=31
num_cat=0
split_feature=4 2 3 52 159 157 147 0 11 131 3 3 16 1 15 3 49 106 42 1208 1455 15 0 15 0 1447 483 42 1213 47
split_gain=0.0528885 0.0190371 0.0144645 0.0142547 0.0135915 0.0116792 0.0143584 0.0197116 0.0172669 0.0164629 0.0119031 0.0176039 0.0156271 0.0115549 0.0114444 0.0130611 0.0137557 0.0111433 0.0110636 0.0150367 0.0147881 0.0126871 0.0187751 0.0411552 0.0170662 0.0144545 0.0196208 0.0144092 0.0125244 0.0130492
threshold=0.26790000000000008 0.17025000000000004 0.20828500000000003 0.039215000000000007 0.10600500000000002 -0.067349999999999979 0.096620000000000011 0.024095000000000002 0.084110000000000004 0.091295000000000015 0.099930000000000005 0.31370500000000007 -0.4179199999999999 0.11230000000000001 -0.15914499999999995 -0.071329999999999991 0.09567500000000001 0.086340000000000014 0.11387000000000001 0.099975000000000008 0.11922500000000001 0.083195000000000005 -0.11173999999999999 -0.015039999999999998 -0.15350499999999997 -0.086059999999999984 0.11494000000000001 0.10571500000000002 -0.0038499999999999997 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 -5 -2 7 8 9 10 12 13 -7 -12 15 -1 -17 18 20 -20 21 22 23 -16 -25 -23 27 -27 -24 -30
right_child=3 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 17 16 -18 -19 19 -21 -22 25 28 24 -26 26 -28 -29 29 -31
leaf_value=0.004420177013214145 0.0021087412402266636 -0.00042792023477059878 0.00049095865734483275 0.0024561814242689355 5.4011223696623789e-06 -0.00045402669959003104 0.0021213549600603682 -0.0029145523522553659 0.0020973277278244495 0.0023295277130091561 -0.00019557403284125032 -0.0019217207460011803 -0.0036031856215021649 0.0032036815071478488 0.0017207520087902447 0.0038916681156842972 0.00034069929606630469 -0.00011488004773855211 0.00082322635727592242 0.0030487249444520691 0.0047735769313294448 0.0041619898717305285 0.00068958800495264765 0.00034265078371390704 -0.0036514885085837351 0.0022558585815147117 -0.00057879784532512233 0.0049072127999915255 0.0021761555964309323 0.00090115660575389774
leaf_weight=42 32 33 63 72 33 40 30 24 36 20 20 24 26 20 148 20 24 25 151 38 20 41 69 20 23 857 24 21 1038 87
leaf_count=42 32 33 63 72 33 40 30 24 36 20 20 24 26 20 148 20 24 25 151 38 20 41 69 20 23 857 24 21 1038 87
internal_value=0 0.00195943 0.00198849 0.000696249 0.00168594 0.0003142 7.49279e-05 -0.000217419 0.000130598 -0.000341417 -0.000752331 0.000219388 -0.0016946 0.00150405 0.00202412 0.00315881 0.00195478 0.00198603 0.00200673 0.00127068 0.00206598 0.00204272 0.00185009 0.000929529 -0.00179375 0.00232563 0.00224216 0.00231927 0.00199735 0.00207756
internal_weight=0 2744 2711 377 105 272 240 210 186 150 130 64 66 40 2648 86 44 2562 2537 189 2348 2328 1385 191 43 943 902 878 1194 1125
internal_count=3121 2744 2711 377 105 272 240 210 186 150 130 64 66 40 2648 86 44 2562 2537 189 2348 2328 1385 191 43 943 902 878 1194 1125
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 2 2 2 34 1 52 4 47 1 2 4 0 16 12 52 1 49 131 16 3
split_gain=6.93072 1.12346 0.700279 0.594301 0.394593 0.364747 0.256886 0.221075 0.193762 0.192652 0.192298 0.173146 0.129174 0.112052 0.0798546 0.0754332 0.0749164 0.0737985 0.0564272 0.105253 0.0506856 0.0671071 0.0511535 0.0508222 0.0487912 0.0434584 0.0404495 0.0402493 0.0401585 0.0379027
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.09253500000000002 0.089885000000000007 0.11474000000000002 0.14285500000000004 -1.0000000180025095e-35 0.091195000000000012 -0.56176499999999996 0.27834500000000006 0.090100000000000013 0.089770000000000016 0.097845000000000015 0.038415000000000012 0.062580000000000011 -0.10850999999999998 0.090345000000000023 -0.16675999999999999 0.11588000000000001 -0.078034999999999979 0.09031500000000002 0.11346000000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 17 6 7 10 12 -5 14 25 13 -4 29 -12 -15 -3 20 -20 21 23 -22 -17 -9 -6 -11 -2 -7 -1
right_child=1 2 8 9 11 28 -8 24 -10 26 15 -13 -14 16 -16 18 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051899552798950592 0.00052933763086323346 0.00023625695272154259 9.9770535653039057e-05 0.00045591686243210696 0.00048434230135405127 0.00027223916241104064 0.00029530675253934329 0.0005126564818954863 0.00029482717857023412 0.00032325187812286564 0.00055064511974392896 0.00025325904819456968 8.8099750892972473e-05 0.00029581274013217609 0.00047598177611947381 0.00052325816858745267 0.00017961737909240138 0.00033667319306502795 0.00030251740255524237 0.00046800539579266819 0.00047466977412140098 0.00041718171853991461 0.00041131316662642312 0.00047807726500309275 0.00062340510511829845 0.00039021211255184612 0.00022387140751222841 0.00043064522757834078 0.00038606511684609394 0.00045598854115703775
leaf_weight=1079 47 191 45 34 44 26 24 20 37 31 45 24 99 32 220 130 64 33 22 45 109 54 89 363 65 33 32 24 22 38
leaf_count=1079 47 191 45 34 44 26 24 20 37 31 45 24 99 32 220 130 64 33 22 45 109 54 89 363 65 33 32 24 22 38
internal_value=0 0.000262701 0.000235188 0.000487375 0.000296928 0.00049358 0.000497106 0.000499231 0.00016275 0.000336968 0.00049543 0.000398676 0.000142388 0.000180505 0.000510127 0.000472502 0.000218349 0.00025105 0.000468171 0.000413666 0.000473073 0.000482803 0.000446191 0.000489991 0.000597347 0.000444001 0.000272773 0.000495977 0.000324409 0.000516852
internal_weight=0 673 602 2448 325 2351 2303 2279 277 97 2194 101 240 141 1337 857 96 224 812 67 745 547 198 493 85 77 63 71 48 1117
internal_count=3121 673 602 2448 325 2351 2303 2279 277 97 2194 101 240 141 1337 857 96 224 812 67 745 547 198 493 85 77 63 71 48 1117
is_linear=0
shrinkage=0.00196078


Tree=9806
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 14 2 47 47 391 4 50 1 1447 1 16 4 43 12 16 34 0 16 51 16
split_gain=4.34157 0.742658 0.449593 0.365693 0.309037 0.285028 0.157399 0.151101 0.143632 0.105576 0.101149 0.0797596 0.0687053 0.0650165 0.0632786 0.0593415 0.0552638 0.0523359 0.0485023 0.0458846 0.0429138 0.03949 0.0492438 0.0651078 0.0369014 0.0363829 0.0668641 0.0338488 0.0431567 0.0327768
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.09253500000000002 0.062655000000000016 0.17025000000000004 0.078345000000000012 0.13011000000000003 -1.0000000180025095e-35 0.41555500000000006 0.081075000000000022 0.11669000000000002 -0.082869999999999985 0.091450000000000017 -0.11118499999999999 0.0052350000000000009 0.064745000000000011 0.09141500000000001 -0.45661999999999997 -0.028109999999999996 -0.036484999999999997 -0.079504999999999978 0.0038750000000000004 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 8 -6 10 -5 19 13 17 25 -10 16 -14 -3 -16 27 -13 22 -20 -24 -23 -4 -27 -1 -29 -7
right_child=1 2 11 9 7 29 -8 -9 14 -11 -12 20 15 -15 18 -17 -18 -19 21 -21 -22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00041650444208195475 0.00038879739492554964 0.00019158442176496487 4.0646699695464447e-05 0.00035038022797086383 0.0003443220457960913 0.00019026329378466798 0.00022501683650362353 0.00019611576480754449 0.0002629340418121394 0.00021402562020345924 0.00048348469989007196 8.2404531651966963e-05 0.00035618131834210133 0.00022792213354442341 0.00043948274366661949 0.00015467215634869168 0.0002201927854214878 0.00013295492986513887 0.00038785104437480199 0.00037361318124970569 -3.485216804363536e-05 0.00039356073367224182 0.00023953705836759706 0.00036562670063707144 0.00033585017926188312 9.1815361073417057e-05 0.00021847306340667228 0.00039909076757348963 0.00032501046536672934 0.00029309697269915257
leaf_weight=547 76 150 25 34 87 26 22 38 20 61 59 28 20 20 42 22 27 96 483 206 21 56 20 74 178 59 22 548 32 22
leaf_count=547 76 150 25 34 87 26 22 38 20 61 59 28 20 20 42 22 27 96 483 206 21 56 20 74 178 59 22 548 32 22
internal_value=0 0.000205939 0.000183341 0.000382078 0.000216776 0.00038693 0.000390069 0.000299267 0.000391672 0.000262826 0.000404037 9.92775e-05 0.000184041 0.000125382 0.000371955 0.000238719 0.00027806 0.000168705 0.000374511 0.000400521 3.21517e-05 0.000371147 0.00037986 0.000338799 0.000349661 0.000106035 0.000126216 0.000405439 0.000395004 0.000237395
internal_weight=0 691 615 2430 440 2335 2287 125 2265 95 1392 175 315 126 873 69 47 246 853 1333 49 811 577 94 234 106 81 1127 580 48
internal_count=3121 691 615 2430 440 2335 2287 125 2265 95 1392 175 315 126 873 69 47 246 853 1333 49 811 577 94 234 106 81 1127 580 48
is_linear=0
shrinkage=0.00196078


Tree=9807
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 1 2 1 49 2 4 12 4 150 50 2 1 1 15 2 3 1 42 3 4 4
split_gain=8.91726 1.41511 0.775328 0.73079 0.461797 0.415684 0.359364 0.302016 0.275772 0.260565 0.199484 0.164549 0.158989 0.131426 0.117275 0.116765 0.126942 0.116099 0.115031 0.112099 0.1043 0.0887876 0.0826497 0.0769661 0.0716607 0.0708616 0.0693538 0.0805751 0.0642757 0.0578605
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.092845000000000025 0.14122000000000004 0.089770000000000016 -0.054984999999999992 0.090425000000000019 -0.15464999999999998 0.091325000000000003 -0.51843499999999987 1.0000000180025095e-35 0.041865000000000006 -0.0091949999999999983 0.13075500000000004 0.13436000000000001 1.0000000180025095e-35 0.31358000000000003 0.086245000000000016 0.12000500000000001 0.085465000000000013 -0.087784999999999988 0.022185000000000003 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 11 25 -9 -4 17 15 -2 19 -10 16 -1 28 23 -13 -5 -16 26 -6 -18 -3 -17 -28 -7 -26
right_child=1 4 9 20 18 10 -8 8 14 -11 -12 13 -14 -15 21 22 24 -19 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00075790381686572717 0.00038443310194206563 0.00027816269406744467 0.00053594019214628103 0.00034743927954848295 0.00014614653947857454 0.00057273994192719201 0.00072738801458095551 0.00045259663606564377 0.00043675260070492238 0.0003267230309570342 0.00040076991456544311 0.00043363972469363983 0.00056227638537561923 0.0004307087110255354 0.00029698150238521349 0.00056877661159150943 0.00061082810527116852 0.00042027371111085822 0.00026156679780332836 0.00057628131849063848 0.00019449593576913079 0.00017483947459086182 0.00059616561154797378 1.149248156591556e-05 0.00060881875362413229 0.00016323138055775096 0.00038183202510517014 0.00053425865247845648 0.00051892213012622761 0.00047335423063824987
leaf_weight=22 23 30 37 60 51 238 79 54 20 60 41 23 121 31 150 94 1089 27 23 268 24 27 197 24 22 66 20 40 133 27
leaf_count=22 23 30 37 60 51 238 79 54 20 60 41 23 121 31 150 94 1089 27 23 268 24 27 197 24 22 66 20 40 133 27
internal_value=0 0.000323474 0.000578321 0.000449086 0.000259116 0.000585409 0.000597903 0.000292684 0.000328459 0.000406528 0.000530997 0.000592322 0.000533871 0.000552078 0.000294431 0.000600898 0.00061038 0.000544412 0.000140258 0.000565007 0.000303741 0.00027835 0.000569563 0.000103057 0.000607528 0.000199147 0.000535532 0.00048345 0.000553447 0.000534175
internal_weight=0 673 2448 228 445 2351 1912 347 251 97 439 1833 144 322 197 1511 1160 398 98 291 84 177 351 75 1138 96 154 60 371 49
internal_count=3121 673 2448 228 445 2351 1912 347 251 97 439 1833 144 322 197 1511 1160 398 98 291 84 177 351 75 1138 96 154 60 371 49
is_linear=0
shrinkage=0.00196078


Tree=9808
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 14 47 2 1 1 2 2 2 4 2 16 151 12 51 0 3 2 475 4 3 151 4 3 1
split_gain=6.91161 1.08016 0.721103 0.531584 0.385712 0.295338 0.253582 0.242445 0.173282 0.172225 0.140331 0.115103 0.0896658 0.085189 0.0851844 0.0807522 0.0649552 0.0701113 0.057606 0.0778856 0.0689768 0.0520696 0.0626749 0.0517632 0.0493429 0.0541536 0.0467486 0.0452043 0.0682413 0.0420462
threshold=0.104035 0.13075500000000004 0.085055000000000006 1.0000000180025095e-35 0.10045500000000002 0.26790000000000008 0.062655000000000016 0.13082500000000002 0.13501500000000002 0.09253500000000002 0.089770000000000016 0.090425000000000019 0.14122000000000004 0.17025000000000004 -0.078439999999999996 -1.0000000180025095e-35 0.052820000000000013 -0.088784999999999989 0.087695000000000009 0.045645000000000005 -0.068604999999999985 0.090900000000000009 0.088745000000000004 -0.079029999999999975 -0.03898999999999999 -0.083489999999999995 -0.04886999999999999 0.49041500000000005 0.30112000000000005 0.15799000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 6 24 10 13 23 -5 14 15 16 27 18 -12 17 -2 19 -1 -20 22 -16 -6 -4 -26 -25 28 -3 -15
right_child=1 7 5 9 8 -7 -8 -9 -10 -11 11 -13 -14 29 21 -17 -18 -19 20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00062587790810471387 0.00042847393766402679 0.00035737461893440827 0.00060000047379849008 0.00054885111749172213 0.00061066867435042227 0.00036496820898360464 0.00070734174834732151 0.00039337449554913958 0.00042239065187697121 0.00037469657102665 0.0004644918703610361 0.00044293283124953263 0.00023932312764957838 0.00020070816250213611 0.00060891109109397065 0.00057908036186983286 0.00044080793686701554 0.00033350443360005602 0.00060938765573073205 0.0007285059836753783 0.00052102380242552686 0.00050213959596230801 0.00057438653324487195 0.00044721026923142228 0.00043822033322102327 0.00055319525085800064 0.00054497140179420977 0.00022402884233771429 0.00020849420911605085 8.4642826707339758e-05
leaf_weight=343 36 29 55 34 44 41 79 39 48 61 26 31 25 30 396 261 35 176 263 31 39 26 413 20 21 63 315 101 20 20
leaf_count=343 36 29 55 34 44 41 79 39 48 61 26 31 25 30 396 261 35 176 263 31 39 26 413 20 21 63 315 101 20 20
internal_value=0 0.000358563 0.000414936 0.000580804 0.000586654 0.000511209 0.000598576 0.000251951 0.000533383 0.000437026 0.000593878 0.000556439 0.000351225 0.000224374 0.000601757 0.0005687 0.000362551 0.000349631 0.000618119 0.000634385 0.000597976 0.00058851 0.000591286 0.00054744 0.000554345 0.000524452 0.000539135 0.000247738 0.000296607 0.000154282
internal_weight=0 691 452 2430 2335 180 1908 239 427 95 1829 318 272 200 1511 287 247 212 676 374 302 835 809 379 139 84 335 150 49 50
internal_count=3121 691 452 2430 2335 180 1908 239 427 95 1829 318 272 200 1511 287 247 212 676 374 302 835 809 379 139 84 335 150 49 50
is_linear=0
shrinkage=0.00196078


Tree=9809
num_leaves=31
num_cat=0
split_feature=1 155 4 133 3 12 15 12 51 2 52 48 3 3 12 42 150 399 1203 130 133 43 2 15 1213 403 1212 403 130 1427
split_gain=0.125273 0.0226268 0.021238 0.018196 0.0277339 0.0152783 0.0206182 0.0148836 0.0140456 0.0140036 0.013792 0.0125768 0.0118681 0.0153853 0.0119486 0.0280673 0.0218314 0.0188981 0.0265857 0.0139032 0.0253885 0.0228858 0.0330658 0.0184753 0.0273973 0.0290291 0.0179338 0.0300545 0.0169578 0.0144232
threshold=0.11146500000000002 0.084785000000000013 0.27834500000000006 -0.24227499999999996 0.63141500000000017 -0.010834999999999999 -0.11713499999999999 -0.054684999999999991 -0.42247999999999991 0.13712500000000002 -0.087769999999999987 0.11376500000000002 0.10732000000000001 0.14121000000000003 0.087695000000000009 0.09796500000000001 0.11156000000000001 0.086815000000000017 1.0000000180025095e-35 0.085620000000000016 0.11269500000000002 0.016310000000000002 0.089885000000000007 0.085315000000000016 -0.069109999999999991 -0.0076149999999999994 0.087685000000000013 -0.0051499999999999992 0.087445000000000009 0.078535000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 8 6 -1 10 -5 11 -8 12 14 -14 15 16 17 19 -19 20 21 23 -23 29 26 -26 27 -25 -21 -7
right_child=1 -3 -4 4 -6 9 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 28 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.004966736084315926 0.0043198866028846669 0.0042981870862985813 0.0017558181399854459 0.0037962065385027718 -0.0022659147973172369 0.0037092781883890607 0.0040430019335174223 -0.0001458023024800544 0.0013997352234794572 0.0016341514312303983 0.0019013597993762232 0.0055456516569510348 0.00010460243742589069 0.0038483457129803444 0.0033473602324588614 0.0075224775960668934 0.00075940770184388393 0.0044852337660267949 -0.00045138642308302225 0.0074527885968564082 0.00080148544921367255 0.0037191316876983779 -0.0010290147826625881 0.0077619133051484825 0.0091757705202326189 0.0051061931832765165 0.0015523740780298357 0.0027897685632905771 0.003799515527983507 0.0064438138296827683
leaf_weight=31 22 31 77 26 20 542 43 24 412 39 100 31 23 21 1260 20 24 20 24 24 27 44 22 20 24 65 27 31 27 20
leaf_count=31 22 31 77 26 20 542 43 24 412 39 100 31 23 21 1260 20 24 20 24 24 27 44 22 20 24 65 27 31 27 20
internal_value=0 0.00167976 0.00339192 0.00151065 0.00137571 0.00344165 0.00259826 0.0021586 0.00154199 0.00351317 0.00254535 0.00354509 0.0035177 0.00189139 0.00354992 0.00381551 0.00373672 0.00381465 0.00179253 0.00391656 0.00381716 0.00391958 0.00213642 0.00408102 0.00500453 0.00620361 0.00363635 0.00473963 0.0055187 0.00380659
internal_weight=0 511 2610 480 458 2533 198 167 438 2335 143 2296 2265 44 2221 961 941 917 44 873 822 795 66 729 167 89 78 51 51 562
internal_count=3121 511 2610 480 458 2533 198 167 438 2335 143 2296 2265 44 2221 961 941 917 44 873 822 795 66 729 167 89 78 51 51 562
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=31
num_cat=0
split_feature=4 2 12 15 0 13 2 52 13 1 45 2 3 13 15 4 13 13 1416 12 157 12 4 16 15 43 15 42 159 12
split_gain=0.102853 0.0320716 0.0192858 0.0199227 0.0183074 0.0196273 0.0187419 0.0182613 0.0176007 0.0173348 0.0156595 0.0145263 0.0137214 0.0257464 0.016868 0.0131521 0.0116267 0.0146809 0.0133562 0.0119573 0.0247315 0.0192008 0.0175679 0.0227021 0.035647 0.0501986 0.0200707 0.016929 0.0163306 0.0160041
threshold=0.27044500000000005 0.12043500000000001 -0.010834999999999999 -0.14601999999999996 -0.071924999999999989 -0.0075049999999999987 0.093680000000000013 -0.42635499999999998 0.05868000000000001 0.08592000000000001 0.084355000000000013 0.25063000000000007 0.11296500000000002 -0.42195999999999995 -0.018314999999999994 0.098655000000000007 -0.16152999999999998 -0.13710499999999998 1.0000000180025095e-35 0.090285000000000018 -0.08107499999999998 0.090840000000000018 -0.0096849999999999974 -0.082039999999999988 0.090750000000000011 -0.04652499999999999 0.092715000000000006 0.085465000000000013 0.12283500000000001 0.091325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -3 15 -2 12 -11 16 -14 -15 -9 -4 -18 19 28 27 -22 23 24 25 -23 -26 -21 -19 -25
right_child=9 7 10 4 5 -7 -8 8 -10 11 -12 -13 13 14 -16 -17 17 18 -20 20 21 22 -24 29 26 -27 -28 -29 -30 -31
leaf_value=0.0050335154477083553 0.0039440999934661457 0.0041505493430627717 0.0007993523997720331 0.0043079988526490828 0.0018578623929484325 -0.0016076403759563201 0.0016819015795413357 0.0014463180494272993 -0.00064309822994151292 0.0012269440193629173 0.005969614919740707 -0.0013241332567607365 0.0043696846387794482 0.0022243221246753819 -0.0018827423418406397 0.0042442833678796891 0.0050092143413267981 0.003302681352208528 0.0053166310122268728 0.0025219278351869437 0.0010551457640100668 0.0041064610285684467 0.002423038899993386 0.0058458117635122372 0.0005613080403279691 0.010574237797409297 0.0046509976731613284 -0.00081391964220152858 0.0057887185252857984 0.0030209508839392496
leaf_weight=22 22 27 20 42 44 26 77 105 35 319 20 24 23 20 20 20 45 1237 29 32 47 30 243 21 21 20 28 29 27 446
leaf_count=22 22 27 20 42 44 26 77 105 35 319 20 24 23 20 20 20 45 1237 29 32 47 30 243 21 21 20 28 29 27 446
internal_value=0 0.00300934 0.00310138 0.00218544 0.00185391 0.000570676 0.00260876 0.00174495 0.001339 0.00122298 0.00318334 0.00104844 0.0031595 0.00170372 0.00017079 0.00189399 0.00319982 0.00322111 0.0031847 0.00315635 0.00288145 0.00302008 0.00313424 0.00343958 0.00481509 0.00669357 0.00289827 0.000936033 0.00335578 0.00314798
internal_weight=0 2756 2569 211 189 70 119 187 160 365 2358 343 2338 63 40 125 2275 2255 2210 2181 917 856 809 566 99 50 49 61 1264 467
internal_count=3121 2756 2569 211 189 70 119 187 160 365 2358 343 2338 63 40 125 2275 2255 2210 2181 917 856 809 566 99 50 49 61 1264 467
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=31
num_cat=0
split_feature=4 3 9 123 0 0 3 40 3 49 2 10 44 48 13 13 40 4 0 1447 1212 130 394 0 4 51 42 49 1447 48
split_gain=0.0833816 0.0301711 0.0244252 0.0206961 0.0169006 0.0343934 0.0219842 0.0198406 0.019973 0.0218091 0.0179169 0.0177558 0.0154446 0.0160779 0.0143032 0.0187675 0.0133241 0.0130758 0.0162453 0.0190869 0.0173162 0.0217963 0.0183539 0.0159598 0.0354182 0.0285589 0.0291656 0.0201506 0.0141219 0.0134881
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 -0.10836499999999999 -0.13027499999999997 -0.010424999999999999 -0.078554999999999986 0.31534000000000006 -0.0072499999999999986 0.11474000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.14871000000000004 -0.081434999999999994 0.05868000000000001 0.051255000000000002 -0.082249999999999976 -0.087084999999999982 -0.085804999999999979 0.090465000000000018 0.09721500000000001 -1.0000000180025095e-35 -0.11173999999999999 0.0033150000000000007 -0.015099999999999997 0.086375000000000021 -1.0000000180025095e-35 -0.083449999999999983 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 14 -2 9 -9 -11 -8 13 16 -6 -16 17 18 -4 -20 21 28 -22 24 27 -26 -27 29 -21 -19
right_child=4 -3 12 -5 6 -7 11 8 -10 10 -12 -13 -14 -15 15 -17 -18 23 19 20 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0017259857680817896 -0.0016641848055379733 0.00070620930828600617 0.0042382550905449169 0.0024414278394453088 -0.0010018704971298577 0.0047590488218702378 -0.0032857179199345409 0.00023211539264593741 -0.00083742492459714421 0.005255850104229718 0.0018240448436699808 9.2810208693013663e-05 0.0047333352744761041 -4.7185891889967028e-05 0.003139084608040073 0.00029230673448182642 0.00077141976653365423 0.0030461571041356635 1.1835847094300247e-05 0.0054961644054386735 0.0035782108325511219 0.00028054673406902861 5.1193474145192234e-05 0.0027914646741210702 -0.000445708743063733 0.0048290203865347572 0.0010942154323371749 -0.0019108354200229603 0.0032860424346643304 0.00010660031709719349
leaf_weight=22 21 73 123 26 20 33 20 32 25 29 32 70 41 20 55 40 32 27 21 31 25 23 36 1632 20 69 30 27 429 37
leaf_count=22 21 73 123 26 20 33 20 32 25 29 32 70 41 20 55 40 32 27 21 31 25 23 36 1632 20 69 30 27 429 37
internal_value=0 0.00271197 0.00276679 0.000531363 0.00112591 0.00185687 0.000512619 0.00116787 0.00167187 0.00234642 0.00345556 -0.000657974 0.0028077 0.00277712 0.00142873 0.00194044 0.00279917 0.00282481 0.0031968 0.00297008 0.00308427 0.00328477 0.00149669 0.00268588 0.0018653 0.00300096 0.00369726 0.000380197 0.00343499 0.00134673
internal_weight=0 2744 2671 48 377 172 205 139 118 93 61 90 2623 2582 115 95 2562 2530 688 565 544 483 61 1842 210 119 99 91 460 64
internal_count=3121 2744 2671 48 377 172 205 139 118 93 61 90 2623 2582 115 95 2562 2530 688 565 544 483 61 1842 210 119 99 91 460 64
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 14 2 1 2 2 150 1 2 50 4 2 12 1 0 1 4 3 0 43 1 15 1 1
split_gain=7.85686 1.25936 0.750771 0.682379 0.53198 0.409521 0.329664 0.299518 0.207165 0.196481 0.14783 0.131587 0.124643 0.118208 0.197611 0.10683 0.103784 0.0935351 0.0688816 0.0678072 0.0830865 0.0642292 0.0612078 0.0872562 0.0555389 0.0567432 0.0537352 0.058339 0.0489289 0.042401
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.09253500000000002 -1.0000000180025095e-35 0.10497000000000002 1.0000000180025095e-35 0.089770000000000016 0.090425000000000019 0.041865000000000006 -0.15289999999999995 -0.0091949999999999983 0.087695000000000009 0.076935000000000017 -0.019414999999999998 0.12040000000000002 -0.49013999999999996 0.086245000000000016 -0.068604999999999985 -0.079109999999999986 0.14699000000000004 -0.090344999999999995 0.11588000000000001 0.13265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 7 28 13 12 -5 21 -12 19 18 17 26 -13 -15 22 20 -7 -3 -1 -24 -20 -26 27 -4 -6 -18
right_child=1 2 15 9 6 8 -8 -9 -10 -11 11 16 -14 14 -16 -17 29 -19 24 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00075313892861049382 0.00064322865105648176 0.00037088382082193898 0.00029691840737067926 0.00060008100288755752 0.00063826081185199435 0.00061428507793289669 0.00037808340933479352 0.00078140033641589798 0.00046322464351446533 0.00041512606547808593 0.00052899971195295736 0.00051321927531092768 0.0004870476339961968 0.00051500043321245261 0.00044620375133866646 0.000342867121928268 0.00037547833741907109 0.00064529683310096989 0.00065338477590504813 0.0006648353466927649 0.00050236761403017012 0.00026735656640940918 0.00067597070692611229 0.00057437951056740007 0.00050778530892871677 0.00064261828024848161 0.00015817997421415229 0.00016483838231686282 0.0005438523632232084 0.00028583729847668585
leaf_weight=37 74 36 36 34 39 286 44 76 41 63 25 20 30 23 23 30 172 268 625 92 28 64 739 34 21 28 44 20 46 23
leaf_count=37 74 36 36 34 39 286 44 76 41 63 25 20 30 23 23 30 172 268 625 92 28 64 739 34 21 28 44 20 46 23
internal_value=0 0.000401908 0.000372096 0.000641123 0.000408643 0.000647773 0.000515853 0.000660829 0.000596479 0.000479956 0.000367966 0.000394358 0.000609009 0.000655732 0.00062117 0.000240244 0.000378702 0.000634998 0.000663046 0.000618021 0.000604305 0.000304626 0.000675231 0.000671502 0.000648401 0.000584833 0.000209457 0.000249747 0.000587169 0.000364905
internal_weight=0 673 599 2448 469 2351 129 1874 477 97 340 240 436 1798 314 130 215 291 1484 406 314 100 810 773 674 49 100 56 85 195
internal_count=3121 673 599 2448 469 2351 129 1874 477 97 340 240 436 1798 314 130 215 291 1484 406 314 100 810 773 674 49 100 56 85 195
is_linear=0
shrinkage=0.00196078


Tree=9813
num_leaves=31
num_cat=0
split_feature=1 12 132 1375 14 403 47 0 43 3 3 12 149 3 156 0 131 3 124 49 4 4 13 403 15 1213 49 43 3 1447
split_gain=0.0897735 0.0280926 0.0223086 0.023628 0.0189065 0.0186657 0.0146689 0.0147914 0.0142518 0.0172684 0.0206854 0.0157063 0.013886 0.0134923 0.0126885 0.0238271 0.0158969 0.0165976 0.0128578 0.0125634 0.012038 0.0113052 0.0118985 0.0239812 0.038352 0.0247028 0.0237181 0.0233269 0.0310049 0.0206443
threshold=0.11910500000000002 0.078300000000000008 0.092395000000000019 -0.27302499999999996 0.08104500000000002 0.085340000000000013 0.085505000000000012 -0.040504999999999992 -0.078139999999999973 0.12178000000000001 -0.13309499999999996 -0.096104999999999982 0.081720000000000015 -0.034684999999999994 0.10339000000000002 0.024095000000000002 0.10033500000000002 -0.0096849999999999974 -1.0000000180025095e-35 -0.026779999999999995 1.0000000180025095e-35 0.053180000000000012 -0.085384999999999975 0.104315 0.085935000000000025 0.104315 0.085970000000000005 1.0000000180025095e-35 -0.086424999999999988 -0.085024999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 12 -8 11 10 -10 -5 14 -13 15 16 17 -2 -19 -11 -15 22 23 24 26 27 -3 28 -26 -24
right_child=6 21 -4 4 -6 -7 7 -9 9 19 -12 13 -14 20 -16 -17 -18 18 -20 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00067807122579087388 0.0015747472741154591 0.0028076049088481127 -0.00053681194280775699 -0.0011265154986176641 0.0051738267695462265 0.0049674055040148761 0.0028558017185854692 -0.00012238546887168749 -2.812839423616727e-05 0.0030236716936564165 0.0032356014850840665 0.0038236744527239356 0.0033392537070903931 0.0019111850574247639 0.002869768337007951 -0.002210000402955038 0.0031894569396778631 0.0011224358944736165 -0.0015147736898678192 -5.4057688814484415e-05 -0.00085390698572155091 0.0025166924389992372 0.00094358299755387836 0.0017055546633057755 0.0051326939316753018 0.0026851562888623448 0.0048077252769144251 0.0041440203785896301 0.0099709035121594326 0.0031198021887163105
leaf_weight=23 67 229 26 20 27 28 81 21 21 21 258 28 20 74 22 31 24 29 51 36 20 282 45 57 26 24 80 31 27 1392
leaf_count=23 67 229 26 20 27 28 81 21 21 21 258 28 20 74 22 31 24 29 51 36 20 282 45 57 26 24 80 31 27 1392
internal_value=0 0.00294383 0.00232621 0.00246009 0.00259551 0.00245793 0.00123558 0.00224265 0.00231094 0.00266591 0.00298994 0.001471 0.000814599 0.00189682 0.000589184 0.000340803 0.000803229 0.000413641 -0.000558785 0.00107984 0.00132287 0.00310774 0.00319496 0.00362943 0.0038924 0.00551456 0.00332544 0.00632297 0.00759744 0.00305165
internal_weight=0 2775 582 556 533 506 346 102 478 336 279 142 244 122 224 202 171 147 80 57 94 2193 1911 474 417 108 309 84 53 1437
internal_count=3121 2775 582 556 533 506 346 102 478 336 279 142 244 122 224 202 171 147 80 57 94 2193 1911 474 417 108 309 84 53 1437
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 4 4 0 1 2 4 0 1 156 16 14 15 16 52 3 4 47 0 157 50 16 123
split_gain=7.63286 1.23646 0.79996 0.669906 0.429726 0.41195 0.250207 0.244136 0.191431 0.188412 0.178753 0.169424 0.156212 0.146729 0.11726 0.114104 0.1074 0.0884727 0.0724805 0.06751 0.103588 0.0917956 0.0904942 0.070613 0.0672089 0.0553174 0.052723 0.0523247 0.0512012 0.0480324
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088725000000000012 0.062655000000000016 0.0061450000000000003 0.40473500000000007 0.36766000000000004 -0.11173999999999999 0.077845000000000011 0.14753000000000002 0.40124500000000002 -0.079119999999999982 0.14860500000000001 -0.0071349999999999998 -0.12029499999999999 0.096015000000000017 0.040760000000000005 0.083160000000000026 0.10024500000000001 -0.083344999999999989 -0.49405499999999997 0.090100000000000013 -0.15599999999999997 -0.028564999999999997 0.10917 0.11346000000000002 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 24 7 10 -7 12 25 -5 29 17 27 -11 -16 -9 -8 20 22 23 -18 -22 -3 -1 -19 -12 -6 -4
right_child=1 2 9 11 28 8 18 13 -10 15 14 -13 -14 -15 16 -17 19 26 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004747689330765219 0.00052407979511147015 0.00026022326922088708 0.0003394139190196141 0.00048969585751118116 0.00028480135837111897 0.00048066720436436468 0.00067147434797175094 0.00052893722043666029 0.00029385441902026626 0.00016810681500022703 0.00055624849360881752 0.00030885358907665577 0.00014699715417901092 0.00033268121259859187 0.0006141471108691254 5.3762581215485399e-05 0.00037349944403507733 0.00039050320727699998 0.00054427661181251006 0.00052952922176998036 0.00057645766749982294 0.00039180280478979022 0.00051431248241028539 0.00049157281125264895 0.00035605149800693855 0.00035199486449653025 0.000478430287063878 0.00051407298087263905 0.00041332784708117843 0.0002235239572530868
leaf_weight=43 74 191 44 28 26 71 61 141 30 124 1033 69 40 24 42 46 47 31 24 338 69 21 28 83 33 21 170 127 22 20
leaf_count=43 74 191 44 28 26 71 61 141 30 124 1033 69 40 24 42 46 47 31 24 338 69 21 28 83 33 21 170 127 22 20
internal_value=0 0.000284963 0.000255423 0.000520743 0.000527332 0.000321216 0.000531159 0.000527158 0.000425178 0.000177383 0.000536303 0.000361055 0.000243121 0.000480883 0.000539948 0.000137167 0.000518367 0.000491283 0.00063556 0.000511502 0.000486932 0.000513318 0.00042607 0.000530106 0.000274341 0.000434484 0.000464869 0.000551631 0.000343709 0.000303198
internal_weight=0 673 599 2448 2351 325 2303 2218 101 274 1852 97 104 366 1788 170 628 342 85 586 248 173 75 152 224 64 201 1160 48 64
internal_count=3121 673 599 2448 2351 325 2303 2218 101 274 1852 97 104 366 1788 170 628 342 85 586 248 173 75 152 224 64 201 1160 48 64
is_linear=0
shrinkage=0.00196078


Tree=9815
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 2 1 4 2 4 4 4 150 0 0 0 4 475 3 3 160 16 1 3 4 49 47 34
split_gain=7.77087 0.95966 0.850342 0.694571 0.519342 0.364783 0.233614 0.232494 0.216499 0.192783 0.184928 0.207777 0.151269 0.128219 0.160125 0.134772 0.0940549 0.0910733 0.117556 0.0869239 0.0831141 0.0714377 0.0949233 0.0679078 0.0620498 0.0617192 0.0523773 0.0484564 0.0467575 0.0454424
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.10045500000000002 0.088725000000000012 0.076175000000000007 0.17025000000000004 0.09253500000000002 0.40945500000000007 0.14122000000000004 0.36766000000000004 0.40473500000000007 0.0061450000000000003 0.091105000000000005 -0.11173999999999999 -0.14832499999999996 -0.07929499999999999 -0.55119499999999988 -0.066784999999999983 0.30112000000000005 -0.12018999999999998 -0.0080249999999999991 -0.052894999999999991 0.104035 0.12745000000000004 -0.036839999999999991 -0.054319999999999993 0.090100000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 5 6 28 13 9 -4 20 11 19 -7 15 16 -1 -15 -17 -19 -6 25 22 -20 -18 -21 -5 -2 -10 -3 -11
right_child=1 3 8 7 10 12 -8 -9 27 29 -12 -13 -14 14 -16 17 23 18 21 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043981300874870651 0.0005657779245541013 0.00024034734173232312 0.00046838479462448152 0.00024169633698223355 0.00054397294523394232 0.00046735341155451106 0.0006338254053658859 4.6970690527021853e-05 0.00032783242198182087 8.5941616203578258e-05 0.00033033045456067284 0.00031821624670826245 0.00028687750395291889 0.00062168729321963314 0.00033098845140022389 0.00054227090981793591 0.00050309130665195957 0.00064555993851493382 0.00032725673753256892 0.00047413305869224346 0.00015726945613661974 0.00050991261389525067 0.00051829321711671119 0.00040701723501313484 0.00036651206944874904 0.0003621167522775971 0.0004404811336256354 0.00022938142852165755 0.00032749788193893036 0.00016629265130388337
leaf_weight=62 29 153 34 36 68 57 77 54 40 38 41 33 26 21 25 1139 132 23 20 323 22 378 20 36 22 30 23 37 28 94
leaf_count=62 29 153 34 36 68 57 77 54 40 38 41 33 26 21 25 1139 132 23 20 323 22 378 20 36 22 30 23 37 28 94
internal_value=0 0.000255996 0.000505881 0.000231411 0.000513578 0.000303186 0.000527996 0.000162256 0.000338068 0.000190554 0.000456351 0.000467936 0.000410819 0.000523605 0.000478462 0.000529489 0.000497969 0.000533008 0.000509084 0.000479899 0.000261642 0.000501574 0.000422775 0.000482504 0.00046727 0.000296433 0.000510358 0.000280525 0.000253829 0.000143161
internal_weight=0 590 2531 538 2420 264 1933 274 111 220 487 446 83 1856 214 1642 189 1580 441 413 88 418 40 168 345 66 52 77 181 132
internal_count=3121 590 2531 538 2420 264 1933 274 111 220 487 446 83 1856 214 1642 189 1580 441 413 88 418 40 168 345 66 52 77 181 132
is_linear=0
shrinkage=0.00196078


Tree=9816
num_leaves=31
num_cat=0
split_feature=1 52 1456 105 2 0 160 51 12 132 11 12 16 15 16 3 3 43 400 1212 12 160 0 160 4 2 51 0 0 475
split_gain=0.124961 0.0357455 0.0268636 0.0261888 0.0394098 0.0188983 0.0158502 0.0156439 0.0151874 0.0217781 0.0118931 0.0204414 0.0166704 0.0147453 0.0136361 0.0274698 0.014201 0.017608 0.0270747 0.0150204 0.014962 0.0137112 0.0168021 0.015978 0.0140855 0.018612 0.0243699 0.0200846 0.0136253 0.0154901
threshold=0.10124500000000002 -0.52606999999999993 -0.049894999999999995 1.0000000180025095e-35 0.31358000000000003 0.22582000000000002 -0.4136149999999999 -0.41109999999999997 0.11734000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.09320500000000001 -0.034884999999999992 0.040760000000000005 0.013515000000000001 -0.11171999999999999 0.092670000000000016 0.016310000000000002 -0.070649999999999991 0.085870000000000016 0.083370000000000014 -0.54913999999999985 -0.085384999999999975 -0.53327999999999987 0.0061450000000000003 0.09358000000000001 0.096070000000000016 -0.067624999999999977 -0.082184999999999994 -0.085359999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 6 10 -4 -8 9 -9 14 12 -12 -14 16 -16 17 21 -19 20 -20 22 -1 -23 25 27 -27 -25 -17 -30
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 15 28 -18 18 19 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0037755018146708608 0.0041371940393359046 0.0048589150774581685 0.004569750431692228 0.0051425423303788362 -0.0020353035512796071 0.00051237275125458847 0.0039731306587907902 -0.0015057225837760294 0.0033133618969549521 0.0015786398070509501 0.0038372891735267141 0.002591090465933588 0.0051595549115778083 0.0087146666413173077 -0.00039606948213821106 0.0020647742978101712 0.0019737910627251648 0.0064288897715000948 0.00035137165292736984 0.0040597766638212039 0.0027181603873107545 0.0014477977342721715 0.0075647223825481809 0.0039337215734432324 0.0030791945134501014 0.0062248974840928752 0.0029704593361891581 0.0010062225095074004 0.0053060226682906178 0.0032534119642538932
leaf_weight=25 78 29 20 22 28 20 29 24 47 496 38 37 28 20 22 81 48 22 31 71 193 28 22 996 196 76 33 24 42 295
leaf_count=25 78 29 20 22 28 20 29 24 47 496 38 37 28 20 22 81 48 22 31 71 193 28 22 996 196 76 33 24 42 295
internal_value=0 0.00210733 0.00187952 0.00174979 0.00163389 0.0035732 0.00180067 0.00170775 0.00159188 0.00143628 0.0035995 0.00455649 0.00540207 0.00664085 0.00354612 0.00304805 0.00367028 0.00371771 0.00304472 0.00279234 0.00239061 0.00387009 0.00554918 0.00381176 0.00386172 0.00399757 0.00523961 0.00386484 0.00322932 0.00350923
internal_weight=0 773 695 666 644 2348 616 596 567 520 2328 123 86 48 2205 440 1765 1717 317 295 224 1400 47 1353 1325 1129 109 1020 418 337
internal_count=3121 773 695 666 644 2348 616 596 567 520 2328 123 86 48 2205 440 1765 1717 317 295 224 1400 47 1353 1325 1129 109 1020 418 337
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=31
num_cat=0
split_feature=1 2 16 52 2 30 34 2 10 129 15 12 3 33 2 150 482 3 97 14 4 16 16 1424 52 4 454 131 159 42
split_gain=0.103159 0.0332392 0.0200921 0.0281563 0.0169401 0.0145436 0.0143676 0.0247956 0.0171201 0.014206 0.014042 0.0138424 0.0211705 0.0134347 0.015565 0.0178067 0.0124397 0.0121867 0.0114498 0.0107398 0.0158385 0.0118542 0.0106015 0.010644 0.0105638 0.0104523 0.0103984 0.0100649 0.0165899 0.0128483
threshold=0.12000500000000001 0.10252500000000002 0.40020000000000006 0.039215000000000007 0.13404500000000005 0.086065000000000016 -0.038779999999999995 0.116525 0.09820000000000001 0.089245000000000005 -0.07490999999999999 -0.42850999999999995 0.40411000000000002 0.083840000000000012 -0.0091949999999999983 1.0000000180025095e-35 0.088380000000000014 -0.094874999999999987 -0.079444999999999988 -0.41790499999999997 -0.04890499999999999 0.023255000000000001 -0.54656499999999986 1.0000000180025095e-35 0.10263500000000002 0.42642000000000008 -0.082299999999999984 0.023795 0.11389500000000001 -0.092814999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 24 13 18 8 -8 16 -4 -9 19 14 15 -1 25 -12 -2 -13 -21 -22 -16 26 -5 -3 -24 -28 29 -29
right_child=6 2 10 4 -6 -7 7 11 -10 -11 17 12 -14 -15 22 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0030345132382353767 0.001192371660865666 0.001297329167318013 0.0056694797726105093 0.0050876376043614826 0.00067765708469475318 0.0010502752864026818 0.0036304426666743973 0.0033308311086148027 0.00061949100434923409 -0.00099886965361379448 0.0038775873053684615 0.0030085670738987137 -0.0020218789157095472 0.0056574911965678138 0.0052586659732956577 -0.00041093592493173978 0.004101115761150141 0.0020668355200003543 -0.0020720983715198766 0.002912228571251035 0.00063922918792584063 -0.0020793388967285868 0.0055444381898269064 0.005538929897565617 0.0030686852125955083 0.003492704518915465 0.0031461496294241582 0.0058192226453684277 0.0011918515199795367 0.0037123007142672161
leaf_weight=40 21 225 23 34 24 29 69 20 26 21 78 23 27 24 28 24 20 71 22 25 81 20 20 21 109 24 1613 32 24 303
leaf_count=40 21 225 23 34 24 29 69 20 26 21 78 23 27 24 28 24 20 71 22 25 81 20 20 21 109 24 1613 32 24 303
internal_value=0 0.00308815 0.00244848 0.00210175 0.00313611 0.0032746 0.00122838 0.0014805 0.00280639 0.0015061 0.00336974 0.000837854 0.000554561 0.0033049 0.00327808 0.00174247 0.00170166 0.00301475 -0.000477822 0.00102143 0.000658702 0.000100899 0.00332623 0.00329935 0.00354872 0.00150893 0.00327574 0.00325273 0.00373161 0.00391356
internal_weight=0 2787 629 457 167 2158 334 291 95 290 172 196 176 2129 2105 64 269 149 43 149 126 101 2041 2013 143 249 1992 1972 359 335
internal_count=3121 2787 629 457 167 2158 334 291 95 290 172 196 176 2129 2105 64 269 149 43 149 126 101 2041 2013 143 249 1992 1972 359 335
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=31
num_cat=0
split_feature=4 3 9 123 52 2 1204 39 159 3 12 4 42 11 52 2 12 12 3 1375 151 160 0 4 4 0 0 52 150 403
split_gain=0.0843002 0.0287068 0.0223668 0.0179132 0.0157712 0.015213 0.0172325 0.0166231 0.0136015 0.0132727 0.0174677 0.014952 0.0138185 0.0123159 0.0241164 0.0176545 0.0146352 0.0119421 0.0119409 0.0114841 0.0129212 0.0114235 0.010914 0.0108304 0.0139081 0.0112828 0.026432 0.0148067 0.0106525 0.00999599
threshold=0.26790000000000008 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.039215000000000007 0.092365000000000017 -0.066239999999999979 0.098220000000000016 0.10600500000000002 0.42240500000000009 -0.10022999999999999 0.40124500000000002 0.091545000000000015 0.075910000000000019 0.088785000000000017 -0.090999999999999984 0.085355000000000014 -0.040564999999999997 -0.13309499999999996 -0.07273499999999998 0.084990000000000024 0.51752500000000012 -0.13843999999999998 -0.49013999999999996 -0.14098499999999997 -0.11173999999999999 -0.14226499999999997 -1.0000000180025095e-35 0.089155000000000012 -0.53255499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 13 -7 19 -6 10 -2 -12 18 15 16 -4 -15 -17 -13 -8 28 23 -20 -19 -25 26 27 -26 29 -21
right_child=4 -3 5 -5 8 6 7 -9 -10 -11 11 12 -14 14 -16 17 -18 21 22 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0013929430056702009 0.0037683193860132067 0.00083637143938151536 0.00041873921929016849 0.0024841816561932389 0.0030096155544419565 -0.00014855961426687631 0.0004158004830103545 0.00075181320335509052 0.00055792622345810134 -0.0015022000313088622 -0.0016633221317771012 0.0030754863648699265 -0.00016589602420219419 0.0075246192836424426 0.0014711192820132488 0.00489972661872504 0.0041055284635794741 0.0048250104120421793 0.0019574769044464284 0.00062352687929801299 0.0047538611179334112 0.0053224242957574984 -0.00014245168978555334 0.00038125373511796912 0.0019677173574050161 0.0030436941899518641 -0.00066242333933977154 0.0051219430095939475 0.00078845769250100207 0.00283621674930189
leaf_weight=22 21 73 26 26 72 23 21 45 33 23 23 39 66 21 21 34 31 31 55 21 32 21 45 21 46 1416 28 22 28 735
leaf_count=22 21 73 26 26 72 23 21 45 33 23 23 39 66 21 21 34 31 31 55 21 32 21 45 21 46 1416 28 22 28 735
internal_value=0 0.00279285 0.00284633 0.000707166 0.00119808 0.00288547 0.00255366 0.00262412 0.00223908 0.000796226 0.00100853 0.000754339 0.00102559 0.00306026 0.00433126 0.00300386 0.00548632 0.00304538 0.00159133 0.00272479 0.00278421 0.0030056 0.00101251 0.00297449 0.00293707 0.00297257 0.00192344 0.0029882 0.00270381 0.00277475
internal_weight=0 2744 2671 48 377 2623 905 882 105 272 249 228 205 1718 73 1645 52 1619 139 837 816 1585 100 1564 1533 1512 96 68 784 756
internal_count=3121 2744 2671 48 377 2623 905 882 105 272 249 228 205 1718 73 1645 52 1619 139 837 816 1585 100 1564 1533 1512 96 68 784 756
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=31
num_cat=0
split_feature=1 2 11 48 11 16 3 3 160 2 51 3 2 15 16 34 2 10 12 2 43 133 31 400 14 3 1429 0 484 157
split_gain=0.0695182 0.022733 0.0138411 0.0164931 0.0162893 0.0129003 0.0194302 0.0386015 0.0193174 0.0174674 0.0161075 0.0138986 0.012222 0.011641 0.0129682 0.0110646 0.0175375 0.0121409 0.0121315 0.0169544 0.0106815 0.00999134 0.00972722 0.00931358 0.00904875 0.00918888 0.00904444 0.0287425 0.0181437 0.0251738
threshold=0.12000500000000001 0.10045500000000002 0.080455000000000013 0.081805000000000017 0.085155000000000022 0.40020000000000006 -0.10217499999999997 -0.14477499999999996 -0.14580499999999996 0.11548000000000001 0.12229000000000002 -0.078584999999999988 -0.0091949999999999983 -0.07490999999999999 0.51222500000000004 -0.038779999999999995 0.116525 0.09820000000000001 -0.42850999999999995 0.31358000000000003 -0.080419999999999978 0.089405000000000012 -0.081689999999999985 1.0000000180025095e-35 -0.42214499999999994 -0.042499999999999989 0.084770000000000012 -0.090809999999999988 -0.081614999999999979 -0.081889999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -4 6 7 9 10 -3 -8 21 20 -7 -15 22 17 -17 -18 24 -1 -10 -2 26 -20 -26 -14 -28 -29 -30
right_child=15 5 3 -5 -6 13 8 -9 11 -11 -12 -13 23 14 -16 16 18 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.00043846815383887509 0.00088210505352396033 0.0034751029541776344 0.0050925025684674359 0.0064803385105915365 0.001426812762568901 0.0048409500218796267 0.0051625236641319305 -0.0034841108012187761 0.0042153263933465092 4.5448857726472797e-05 0.0015660222386941315 0.0014989214159525218 0.0026911350761554937 0.00067188170823183932 0.0029082845161911407 0.0030071431436015806 0.0029914901565643963 0.00047156807178488143 0.0024726561440799673 -0.0021389904568660193 0.0026931507209634509 0.0016705529781541339 -0.0021333277318626646 0.0039917918119709399 -0.0012119702959252109 0.00086701463453937335 -0.0015682777611627466 0.0048322942312806847 -0.0003141091370983332 0.0034848556897879857
leaf_weight=47 23 27 22 20 27 23 33 20 36 33 20 318 1774 33 121 69 20 26 26 23 38 27 20 52 27 100 21 25 33 37
leaf_count=47 23 27 22 20 27 23 33 20 36 33 20 318 1774 33 121 69 20 26 26 23 38 27 20 52 27 100 21 25 33 37
internal_value=0 0.00250358 0.00266756 0.00406037 0.00307263 0.00200616 0.00175261 0.000320567 0.00201658 0.00158879 0.00380535 0.00176775 0.00262015 0.00274247 0.00242906 0.000976874 0.00119812 0.0023132 0.000657655 0.000392446 0.00144644 0.00312471 -0.000520422 0.00267152 0.000772989 0.000425026 0.0026352 0.00177972 0.0025198 0.00169392
internal_weight=0 2787 2096 69 49 691 514 80 434 60 53 381 2027 177 154 334 291 95 196 176 85 63 43 1942 153 127 1890 116 95 70
internal_count=3121 2787 2096 69 49 691 514 80 434 60 53 381 2027 177 154 334 291 95 196 176 85 63 43 1942 153 127 1890 116 95 70
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 1 14 2 1 47 4 1 1 0 15 150 12 13 1 4 1 1 133 15 4 159 16 0 12 4
split_gain=6.43908 1.01209 0.556736 0.492721 0.352127 0.345766 0.20616 0.156792 0.145758 0.124765 0.121287 0.112976 0.109699 0.210498 0.113757 0.106577 0.0812777 0.0809494 0.0796736 0.0637271 0.0634568 0.0605269 0.0508734 0.0481287 0.0469532 0.0443358 0.0437604 0.0425245 0.0462355 0.0404752
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.099515000000000006 0.13559000000000002 0.062655000000000016 0.14122000000000004 0.09253500000000002 0.13082500000000002 -0.17966999999999997 0.122715 0.085605000000000014 -0.10607499999999999 -0.097454999999999986 1.0000000180025095e-35 0.087695000000000009 0.043850000000000007 0.11654500000000001 -0.50940999999999981 0.16540500000000002 0.13075500000000004 -1.0000000180025095e-35 0.094035000000000007 -0.013514999999999998 0.08154500000000002 -0.08947999999999999 0.14486500000000005 0.10266500000000002 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 6 10 12 15 -4 20 -3 24 16 14 -14 27 19 -15 25 -1 -7 22 -5 -8 -2 -12 -16 28 29 -6
right_child=1 5 8 21 7 9 23 -9 -10 -11 18 -13 13 17 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062880263525564792 0.00050527912531275786 0.00039195890414535692 0.00044336018019335423 0.00021404813935253073 0.00050123736787505114 0.00013698725773095825 0.0006389154318500968 0.00032699146681691916 0.00028405774864746411 0.00027867263972484503 0.00029316480675239411 0.00033539208011138753 0.00048604804657253564 0.00049854527107396187 0.00024008026913803656 0.0003372279865828966 0.00049148405419539344 0.00041237108092358768 0.00020568018945753597 0.00051918892910348758 1.7546560802478709e-05 0.00017257613842101659 0.00033252890153535251 0.00053490738006558712 0.00042468418600717634 0.0002113051606819202 0.0003697893808723665 0.00037874464350694427 0.0004329626169021245 0.00045128026663371996
leaf_weight=21 68 23 34 22 158 118 50 41 63 22 111 29 20 387 20 28 598 47 118 704 20 24 38 26 47 33 20 22 106 103
leaf_count=21 68 23 34 22 158 118 50 41 63 22 111 29 20 387 20 28 598 47 118 704 20 24 38 26 47 33 20 22 106 103
internal_value=0 0.000268913 0.000485471 0.000375143 0.000491478 0.000214485 0.000503281 0.000442692 0.000339896 0.000141539 0.000255437 0.00044476 0.000499096 0.000474164 0.000365306 0.000454068 0.000508406 0.000489213 0.000243453 0.000522364 0.000119677 0.000255797 0.000289086 0.000603334 0.00047234 0.000274405 0.000304935 0.000462478 0.000467497 0.000481522
internal_weight=0 673 2448 228 2351 445 1893 458 97 160 285 144 1817 494 60 417 1323 434 262 725 138 84 60 76 115 144 40 389 367 261
internal_count=3121 673 2448 228 2351 445 1893 458 97 160 285 144 1817 494 60 417 1323 434 262 725 138 84 60 76 115 144 40 389 367 261
is_linear=0
shrinkage=0.00196078


Tree=9821
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 1 47 4 2 2 4 1 2 150 12 4 2 47 475 3 4 3 4 399 2 15 1 4
split_gain=8.92534 1.36363 0.856974 0.725392 0.547183 0.414956 0.284947 0.24187 0.236276 0.229264 0.22455 0.170294 0.139875 0.129453 0.199918 0.107129 0.0763907 0.108458 0.0746752 0.0707543 0.0613579 0.0488886 0.0472657 0.0445 0.0407904 0.0398065 0.0331162 0.029425 0.033338 0.0292904
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.14122000000000004 0.14285500000000004 0.27834500000000006 0.089770000000000016 0.090050000000000005 1.0000000180025095e-35 0.091325000000000003 -0.51843499999999987 -0.0091949999999999983 0.090100000000000013 -0.066784999999999983 0.086245000000000016 -0.031404999999999995 -0.017889999999999996 -0.036839999999999991 0.09141500000000001 0.088850000000000012 -0.41396999999999995 0.14262000000000002 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 6 13 -5 11 -6 15 12 -4 16 18 20 17 -1 -15 -3 -7 26 -23 -14 -2 29 -19 -13 -29 -18
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 27 23 14 -16 -17 25 21 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00067215337166710507 0.00053034213097656472 0.00021524344641576888 0.00025750903467483381 0.00046940857615437886 0.00046463299360567612 0.00053680594742687709 0.00063989839955810673 0.00026419937756716038 0.0002885187823795891 0.00026473311739334582 0.00031878769126934961 9.1741648638493585e-05 0.00017866752958738656 0.00038818481544196251 0.00030917312989461849 0.00035749756164994896 0.00042599290609359738 0.00053841095675014039 0.00050462354476593521 0.00031490579131059347 0.00046888333585383087 0.00053682432853601836 0.00041438867713371392 9.1123089265622429e-05 0.0004320012356818112 0.00058357384421077419 0.00051214324131523825 7.1773371079567971e-05 -2.2301532577698917e-05 0.00049869667782781045
leaf_weight=21 50 190 39 34 71 60 76 63 34 32 41 41 33 23 24 30 23 846 267 32 346 22 27 69 24 20 236 28 30 289
leaf_count=21 50 190 39 34 71 60 76 63 34 32 41 41 33 23 24 30 23 846 267 32 346 22 27 69 24 20 236 28 30 289
internal_value=0 0.000247336 0.000216313 0.000502298 0.000284411 0.000509154 0.000522296 0.000336128 0.00013554 0.000402528 0.00045752 0.000113868 0.000157634 0.000517325 0.000481156 0.000470566 0.000524978 0.000532531 0.000495389 0.000229609 0.000478921 0.000529938 0.00046936 0.000119446 0.000498448 0.000498773 0.000532682 5.15355e-05 2.31139e-05 0.000493337
internal_weight=0 673 599 2448 325 2351 1874 97 274 103 477 240 141 1798 314 436 1484 1152 290 222 406 1131 49 102 74 332 1082 99 58 312
internal_count=3121 673 599 2448 325 2351 1874 97 274 103 477 240 141 1798 314 436 1484 1152 290 222 406 1131 49 102 74 332 1082 99 58 312
is_linear=0
shrinkage=0.00196078


Tree=9822
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 4 49 50 0 15 157 52 1 1 475 52 150 1 2 133 16 49 47
split_gain=5.58904 0.931128 0.507475 0.428991 0.34038 0.276849 0.208621 0.198636 0.219049 0.160738 0.154078 0.127099 0.0847651 0.0821067 0.0818043 0.0624981 0.152874 0.0617096 0.0581071 0.0560174 0.0527098 0.0485413 0.056675 0.0492004 0.0479682 0.0462255 0.044771 0.0398069 0.0391882 0.0391404
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.09253500000000002 0.091265000000000013 -0.15464999999999998 -0.054984999999999992 0.041865000000000006 -0.11173999999999999 -0.10469999999999999 -0.41266499999999995 -0.16675999999999999 0.13436000000000001 0.091195000000000012 -0.08230999999999998 0.039215000000000007 0.081835000000000019 0.13075500000000004 0.31358000000000003 -1.0000000180025095e-35 0.19444000000000003 -0.069799999999999987 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 9 -3 -9 11 -4 15 -10 -2 25 16 -1 -13 -11 -14 -17 -19 23 -23 26 -6 -5 -24 -18 -15
right_child=1 4 10 24 14 -7 -8 8 12 18 -12 17 19 29 -16 20 28 21 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054627117086080172 0.00032274092596027451 0.00016403682837133401 0.00043242870977163448 0.00021305301105487367 0.00011105323115471852 0.0003233885890640641 0.00029198839260703501 0.00037954360511784286 0.00035957752014784253 0.00046699924844171046 0.00026864273075750305 0.00053894353263518385 0.00023970710410085183 0.00048220461163040764 0.00021133056285220237 0.00049179351302126395 0.00043673385490440245 0.00050109752775081597 0.00058785910149235536 0.0001426895088688643 0.00045800231694549068 0.00043232506133739974 0.00046826856434758427 0.00034352442900036344 0.00017972601123201337 6.6988726353479758e-06 0.00032420076172264489 0.00038825838909474611 0.00033254447708777688 0.00041126303439696112
leaf_weight=30 23 96 34 22 51 48 24 54 20 20 63 30 150 67 23 1146 23 61 65 27 210 310 297 26 24 24 38 26 35 54
leaf_count=30 23 96 34 22 51 48 24 54 20 20 63 30 150 67 23 1146 23 61 65 27 210 310 297 26 24 24 38 26 35 54
internal_value=0 0.00026328 0.000465039 0.000365172 0.000211075 0.000470773 0.000473845 0.000239894 0.000268907 0.00047576 0.000326052 0.000472519 0.00023858 0.000430132 0.000109032 0.000483274 0.000432637 0.000451811 0.000559421 0.000224908 0.00048656 0.00044818 0.000443282 0.000425454 0.000253812 7.76598e-05 0.000283447 0.000461828 0.000373861 0.000450545
internal_weight=0 673 2448 228 445 2351 2303 347 251 2279 97 2194 197 144 98 1444 88 750 85 177 1356 720 659 336 84 75 60 323 58 121
internal_count=3121 673 2448 228 445 2351 2303 347 251 2279 97 2194 197 144 98 1444 88 750 85 177 1356 720 659 336 84 75 60 323 58 121
is_linear=0
shrinkage=0.00196078


Tree=9823
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 4 2 2 1 2 2 1 150 12 4 2 1 157 1 12 15 3 4 133 16
split_gain=10.622 1.82609 0.870848 0.763399 0.660201 0.481742 0.402745 0.336507 0.302338 0.300093 0.242214 0.225542 0.173298 0.164548 0.169683 0.143761 0.123629 0.12142 0.119644 0.139237 0.113902 0.109141 0.100811 0.0934699 0.0721688 0.0606967 0.0907215 0.101 0.0560816 0.0557535
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.10045500000000002 -1.0000000180025095e-35 0.062655000000000016 0.077845000000000011 1.0000000180025095e-35 -0.062539999999999984 0.14960000000000004 0.11704500000000001 0.089770000000000016 0.090425000000000019 -1.0000000180025095e-35 0.12408500000000001 1.0000000180025095e-35 0.091325000000000003 -0.51843499999999987 0.31358000000000003 0.13075500000000004 -0.069619999999999987 0.12000500000000001 0.097145000000000023 -0.15914499999999995 0.084940000000000015 -0.031404999999999995 -1.0000000180025095e-35 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 23 13 -4 -8 -11 17 -2 18 15 -15 -12 24 19 -1 -6 28 -20 -3 -7 -21 -27 -28 -5 -24
right_child=1 4 8 21 20 11 9 -9 -10 10 16 -13 -14 14 -16 -17 -18 -19 22 25 -22 -23 29 -25 -26 26 27 -29 -30 -31
leaf_value=0.00083293087660947583 0.00062321567988043189 0.00031631284318803476 0.00063446847309752341 0.00032660495896563062 0.00019254972522955379 0.0006382160681107687 0.00055890681502086662 0.00079095388581658691 0.00039288977112882545 0.0005169370640484847 0.00035661036315703856 0.00041649521189442585 0.00042652571354718773 0.00050113275438463652 0.0004821027772221891 0.00064892125245349518 0.00024714485271543004 0.00047766016356609142 0.00050860683760753497 0.00076101315428681341 4.2927013906280286e-05 0.00024893802565559015 0.00065422665098781741 0.00018431439718250372 0.00058438507956245155 0.00067694519967213156 0.00067454043967877944 0.00049972179333612418 0.00045100270248603526 0.00056925757001782199
leaf_weight=22 124 30 28 22 71 210 30 79 69 29 136 26 20 28 31 263 56 27 22 31 27 24 296 66 176 1056 27 24 38 33
leaf_count=22 124 30 28 22 71 210 30 79 69 29 136 26 20 28 31 263 56 27 22 31 27 24 296 66 176 1056 27 24 38 33
internal_value=0 0.000366551 0.000644693 0.000509242 0.000293442 0.000652205 0.000333578 0.000665654 0.000462624 0.00037489 0.000349911 0.000593628 0.000595898 0.000660254 0.00062001 0.000634701 0.000324683 0.00060478 0.00066883 0.000678428 0.000151327 0.00036069 0.000637111 0.000225564 0.000613671 0.000675441 0.000673044 0.000592273 0.00040539 0.000645704
internal_weight=0 673 2448 228 445 2351 347 1912 97 251 221 439 144 1833 322 291 192 413 1511 1160 98 84 351 96 386 1138 1107 51 60 329
internal_count=3121 673 2448 228 445 2351 347 1912 97 251 221 439 144 1833 322 291 192 413 1511 1160 98 84 351 96 386 1138 1107 51 60 329
is_linear=0
shrinkage=0.00196078


Tree=9824
num_leaves=31
num_cat=0
split_feature=1 3 1 46 10 4 2 4 14 51 51 48 484 156 16 150 157 16 12 4 0 484 159 132 42 1456 4 16 159 13
split_gain=0.164898 0.0392897 0.0242222 0.0302533 0.0172552 0.0160169 0.0159059 0.0217422 0.0171423 0.0138705 0.0276277 0.0151542 0.0134086 0.0140367 0.0118823 0.0175894 0.0229951 0.0247078 0.0128282 0.0147379 0.0123453 0.0117118 0.0173196 0.0116287 0.0108364 0.010617 0.0105997 0.0155797 0.0288702 0.0170061
threshold=0.10312500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 -0.062879999999999978 0.41257000000000005 0.094835000000000017 0.26790000000000008 0.062655000000000016 0.0053700000000000006 0.086310000000000012 0.089670000000000014 -0.093244999999999981 -0.065739999999999979 -0.12029499999999999 0.083340000000000011 -0.060134999999999994 0.10246000000000001 0.095565000000000011 0.24564500000000003 0.18019500000000002 -0.064309999999999992 0.014475000000000003 0.078465000000000021 0.11159000000000001 0.10795500000000001 -0.49013999999999996 0.0057500000000000008 0.050895000000000003 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 24 -4 23 7 8 9 26 -11 -12 25 -14 18 16 17 -16 19 -15 21 -18 -23 -2 -3 -8 -1 -28 29 -29
right_child=1 2 4 -5 -6 -7 12 -9 -10 10 11 -13 13 14 15 -17 20 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0059620915685913399 0.0041067425772412158 0.0020666938764589927 -0.0021815850399434567 0.005907125812691448 0.0010522540386572674 0.001951750710122724 0.0066834291084281478 0.00096317452442322296 0.0057108376032879785 9.6798036247491842e-05 0.0041712203919527574 0.0016395822508327132 0.0052915021884613316 0.0065273191232015117 -0.0010902487971179654 0.0003392972475425764 0.0014961750434546654 0.0036066191780957436 0.002702694180471873 0.0037552759180967277 0.0011355971684679389 0.0035658462081049158 0.0061638683313503867 0.0017856471221602988 -1.5153709143676139e-05 0.0035637782397679989 0.0043246920902119393 0.0065322702606430364 0.00049219333101063972 0.0034531865672140223
leaf_weight=35 158 338 21 20 77 64 24 21 72 23 152 28 39 34 24 22 24 21 37 44 21 307 28 25 27 20 1241 21 30 123
leaf_count=35 158 338 21 20 77 64 24 21 72 23 152 28 39 34 24 22 24 21 37 44 21 307 28 25 27 20 1241 21 30 123
internal_value=0 0.00228754 0.00176291 0.0021202 0.000359289 0.00331344 0.00400467 0.00416144 0.00420037 0.00413458 0.00336039 0.00377741 0.00358032 0.00345695 0.00332964 0.00309641 0.00323913 0.00110162 0.00423618 0.0049636 0.00349226 0.00363012 0.00378299 0.00378965 0.00191269 0.00526541 0.00424297 0.00420044 0.00331428 0.00390222
internal_weight=0 730 483 385 98 247 2391 1746 1725 1653 203 180 645 601 562 447 425 45 115 78 380 359 335 183 365 44 1450 1415 174 144
internal_count=3121 730 483 385 98 247 2391 1746 1725 1653 203 180 645 601 562 447 425 45 115 78 380 359 335 183 365 44 1450 1415 174 144
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 2 1 14 4 2 4 150 1 0 47 12 15 52 160 475 1 4 15 0 4 159 2 150
split_gain=9.76239 1.52539 0.883863 0.764014 0.555207 0.482403 0.310605 0.26178 0.248529 0.234283 0.223014 0.193503 0.208186 0.1777 0.163231 0.213396 0.156182 0.122654 0.105016 0.08994 0.0763587 0.0715025 0.0701563 0.0688011 0.0726692 0.0724877 0.080737 0.0631753 0.0592476 0.0564981
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.13082500000000002 0.14122000000000004 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.27834500000000006 1.0000000180025095e-35 0.086920000000000011 -0.097024999999999986 0.081320000000000017 0.087695000000000009 -0.41942499999999994 -0.067494999999999986 -0.067824999999999983 -0.079029999999999975 0.14754500000000001 -0.50940999999999981 -0.15914499999999995 -0.11173999999999999 0.076415000000000025 0.082585000000000006 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 9 11 13 -5 14 -6 12 -4 21 17 16 19 23 -13 -16 -14 -7 -20 -1 -25 26 -26 29 -17 -3
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 18 20 -15 15 28 -18 -19 22 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00074980660954261202 0.00060313622416036951 0.00037545086307600177 0.00036059513860398524 0.00056253286441648438 0.0005492035629784854 0.00064348452458051547 0.00038510024129049321 0.00039840039772853173 0.00035451806042838458 0.00072547621540609895 0.00034756824276805704 0.00020831880738606323 0.00029158799012667179 0.0004117301358718748 0.00050089550856761739 0.00050566766191931331 0.00060400290933309815 0.00060442071207249238 0.00013237063552827162 0.0003214966837788223 0.00016321265884015369 0.00056336693714921732 -1.2954219762758431e-06 0.00075219668983633997 0.00049629327579778617 0.00064054795304438754 0.0006582317808095146 0.00026535889639907854 0.0006063028529771174 0.00030028057606507313
leaf_weight=22 71 74 39 34 71 49 37 41 63 76 30 37 23 28 21 24 25 613 36 22 79 340 26 21 29 662 20 70 358 80
leaf_count=22 71 74 39 34 71 49 37 41 63 76 30 37 23 28 21 24 25 613 36 22 79 340 26 21 29 662 20 70 358 80
internal_value=0 0.000331316 0.000299258 0.000597966 0.00036862 0.000605002 0.000217876 0.0005479 0.00042743 0.000618818 0.000489312 0.000192096 0.000238748 0.000562599 0.000614357 0.000581965 0.000480762 0.00062502 0.000125651 0.00040911 0.00019216 0.000573459 7.63171e-05 0.000641766 0.000638519 0.000635162 0.000562391 0.000314201 0.00059998 0.000336401
internal_weight=0 673 602 2448 325 2351 277 458 97 1893 101 240 141 417 1817 450 68 1367 99 43 102 389 62 754 732 711 49 224 382 154
internal_count=3121 673 602 2448 325 2351 277 458 97 1893 101 240 141 417 1817 450 68 1367 99 43 102 389 62 754 732 711 49 224 382 154
is_linear=0
shrinkage=0.00196078


Tree=9826
num_leaves=31
num_cat=0
split_feature=1 52 3 123 148 43 130 2 4 12 2 123 147 151 40 43 374 39 52 3 160 0 1 151 49 151 131 43 15 0
split_gain=0.170809 0.0406573 0.0277732 0.018906 0.020884 0.0180224 0.0200953 0.0169727 0.0157874 0.0145144 0.0179156 0.0135681 0.0152415 0.0153277 0.0134155 0.0131987 0.0157252 0.0125563 0.0188252 0.0135265 0.0165523 0.0179617 0.0125326 0.0278802 0.0312213 0.0212055 0.0150102 0.0223065 0.0228698 0.0207073
threshold=0.10312500000000001 -0.52606999999999993 0.31299000000000005 0.085290000000000019 -0.095079999999999984 -0.24021999999999996 -0.076894999999999977 0.13404500000000005 0.40124500000000002 -0.42850999999999995 0.15950500000000004 -1.0000000180025095e-35 0.10100500000000003 0.050660000000000004 -0.063404999999999989 -0.072864999999999985 0.086450000000000013 0.088090000000000016 0.19022000000000003 -0.14989499999999997 -0.079279999999999975 -0.04917499999999999 0.089625000000000024 -0.083919999999999981 -0.012034999999999999 -0.059889999999999992 0.090495000000000006 -0.08231999999999999 0.10347000000000002 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -7 8 22 -4 -11 -8 13 17 15 16 -5 18 19 -13 -21 -22 -1 24 -24 -25 27 -27 29 -29
right_child=1 2 9 14 5 6 11 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0042453673395827793 0.0046743225942212918 -0.00035977794205315324 0.0023750970512628556 0.0020133655651723248 0.0056578179715539925 0.00023044609154264134 0.00063526843174865162 0.0022323753062293539 0.0013833326620182821 0.00085517773339484739 -0.0024962912308348515 0.0040461193163248872 0.00055992862908169625 0.0056071938087160775 -0.0010496670519933105 0.0039566634487445381 -0.0010290473800800418 0.0053021102202246376 0.0045960048616398123 0.0046988144400529567 0.0021015203584545941 -0.0010726512975192495 -0.00079599467239209595 0.0069581218910488218 0.0041192193467092389 0.0012779468795420922 0.0051189631717995961 0.002819532861443028 0.0070408565714024018 0.0049392606460434557
leaf_weight=1910 67 21 35 65 22 30 24 49 21 58 22 41 22 26 20 22 23 23 50 20 118 21 28 22 24 41 65 143 20 68
leaf_count=1910 67 21 35 65 22 30 24 49 21 58 22 41 22 26 20 22 23 23 50 20 118 21 28 22 24 41 65 143 20 68
internal_value=0 0.00232671 0.00208947 0.00238596 0.00271352 0.00287609 0.00271289 0.00407434 0.00411288 0.000676611 -6.64762e-05 0.00292876 0.00310023 0.00328715 0.00133272 0.00176588 0.00121819 0.00306619 0.00286048 0.0024266 0.00200899 0.00162197 0.00413758 0.00363664 0.00147257 0.0039501 0.00375373 0.00342748 0.003809 0.00350267
internal_weight=0 730 663 548 418 397 375 2391 2342 115 80 345 321 299 130 110 88 273 250 200 159 139 2321 411 52 359 337 272 231 211
internal_count=3121 730 663 548 418 397 375 2391 2342 115 80 345 321 299 130 110 88 273 250 200 159 139 2321 411 52 359 337 272 231 211
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=31
num_cat=0
split_feature=1 3 2 4 4 2 14 2 2 3 480 482 15 475 2 4 1 4 4 402 12 16 130 43 133 401 12 0 158 159
split_gain=0.138355 0.0333364 0.0208993 0.0162538 0.0153551 0.0149551 0.013979 0.0158713 0.0134019 0.0141793 0.0133058 0.0151382 0.0142657 0.0141673 0.0170547 0.0124702 0.0216301 0.0193189 0.017835 0.0170588 0.0170005 0.0159742 0.0147405 0.0130753 0.0122031 0.0133122 0.0220482 0.012081 0.0106866 0.0142644
threshold=0.10312500000000001 -0.049509999999999992 0.31358000000000003 -0.17966999999999997 -0.036839999999999991 0.093320000000000014 0.062655000000000016 -0.13033999999999998 0.10276500000000001 -0.14477499999999996 0.11747 0.093000000000000013 -0.21699999999999997 0.068270000000000011 0.14960000000000004 -0.013125 0.081315000000000012 -0.036839999999999991 0.024790000000000003 0.08865000000000002 0.090285000000000018 -0.079734999999999986 0.09721500000000001 -0.083684999999999996 0.094195000000000015 0.085900000000000018 -0.12529499999999996 -0.065229999999999996 0.11817500000000002 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 7 -1 27 -10 11 12 -7 14 15 17 20 19 -18 21 23 -14 -22 -17 25 26 -5 -6 29 -9
right_child=1 2 -4 24 8 10 -8 28 9 -11 -12 -13 13 -15 -16 16 18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097203578450717027 0.0041751640171489935 0.0035578332920770416 -0.0013577183354241045 0.0043464277405291796 0.0041715132662602629 0.0055544982056902805 0.0052151800722016819 0.0038110757110107136 0.0025538950847884719 -0.00020656863421512147 0.0058317132946103818 0.0051851153559353512 0.0050821185934667792 0.0055748787619883111 0.00019941212270747533 0.0057685033964185884 -0.0017130005452781916 0.0056134952068630914 0.0025101468781940639 0.0054785068215127911 0.0027095004122411077 0.0026229437009673211 6.6002649778965872e-05 0.0031603182808969893 -0.00040707887072737021 -0.00063818706698641665 0.0015897997129608211 0.0020781138507813654 0.0055605426855275739 0.0016089860233478249
leaf_weight=20 77 44 23 32 60 23 70 1511 49 30 20 37 30 21 22 29 20 37 20 29 135 221 25 57 30 23 311 51 34 30
leaf_count=20 77 44 23 32 60 23 70 1511 49 30 20 37 30 21 22 29 20 37 20 29 135 221 25 57 30 23 311 51 34 30
internal_value=0 0.00209404 0.00158086 0.00173447 0.00298392 0.00366691 0.00383205 0.00377135 0.00250115 0.00150562 0.00328816 0.00321611 0.00310721 0.00302008 0.00293424 0.00303401 0.00255525 0.00346596 0.000398573 0.00318218 0.00290592 0.00291687 0.00229645 0.00403982 0.00153188 0.00169081 0.00184698 0.00320968 0.0038069 0.00376821
internal_weight=0 730 463 440 267 2391 1665 1595 190 79 726 706 669 646 625 603 286 317 40 280 246 251 160 86 396 366 343 111 1575 1541
internal_count=3121 730 463 440 267 2391 1665 1595 190 79 726 706 669 646 625 603 286 317 40 280 246 251 160 86 396 366 343 111 1575 1541
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 475 3 48 3 12 4 34 2 12 2 2 2 1456 13 483 0 0 12 0 133 481 42 48 42 3
split_gain=0.112261 0.0318679 0.0216715 0.0203617 0.0194094 0.0174727 0.0169565 0.0152915 0.0149063 0.0198482 0.0146035 0.0133111 0.0184882 0.0127615 0.0204143 0.0209843 0.0272347 0.0317228 0.019575 0.0162839 0.0165711 0.0200197 0.0187913 0.0124253 0.0123109 0.0172722 0.0137462 0.0122609 0.0117309 0.0132957
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 0.08104500000000002 -0.074359999999999996 -1.0000000180025095e-35 0.12178000000000001 -0.024949999999999996 0.31370500000000007 -0.42850999999999995 0.27287000000000006 -0.021334999999999996 0.11870500000000002 0.087695000000000009 0.10188000000000001 0.092120000000000021 0.088745000000000004 0.055170000000000004 -0.087184999999999985 -0.095084999999999989 -0.089964999999999976 -0.089019999999999974 0.087505000000000013 -0.036484999999999997 0.11269500000000002 -0.086484999999999992 0.088575000000000015 -0.08595499999999999 0.087665000000000007 -0.087909999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 27 11 -10 -7 -2 23 14 15 16 19 18 -18 -3 -21 -22 24 -13 25 -23 28 -6 29 -27
right_child=8 13 3 -5 6 10 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00019771612382360866 4.2070040944963696e-05 0.0065375321798703881 -0.0011389014142332598 0.005233170204506866 0.003204844983993098 0.0024489761262666433 0.0013591639631028688 0.0035653188143566633 0.0020953268215046536 -0.00096767948577637848 -0.00019860526447882878 0.0040645373105588885 0.0012916336538208245 0.0031790923270078771 0.00060781819116701146 0.0060911401152938006 -0.0018316391203552487 0.0053191906120628116 0.0020334409902141872 0.0046304719037768179 0.00044235427076706572 0.0064801886305212971 0.0065975249896291638 0.001498302865516523 0.0016062530717163377 0.0042690663280981504 0.0011488511003941919 -0.00029671288444660604 0.0056250018719934082 0.0029251790246331792
leaf_weight=28 42 22 20 29 20 125 56 241 34 56 25 54 143 1423 21 37 20 20 38 164 21 20 20 29 33 121 24 20 27 188
leaf_count=28 42 22 20 29 20 125 56 241 34 56 25 54 143 1423 21 37 20 20 38 164 21 20 20 29 33 121 24 20 27 188
internal_value=0 0.00318499 0.0025144 0.00265608 0.00250867 0.00163752 0.00294812 0.00326478 0.00130295 0.000189456 0.00200771 0.00167689 0.00198071 0.00335699 0.00368321 0.00376875 0.00364907 0.00188489 0.000700655 0.00386408 0.00376891 0.00345768 0.00360392 0.0031679 0.00345895 0.00361985 0.00346094 0.00145407 0.00362609 0.00345143
internal_weight=0 2763 564 536 507 170 337 281 358 90 150 268 226 2199 776 755 718 78 58 640 618 454 433 83 413 380 360 40 336 309
internal_count=3121 2763 564 536 507 170 337 281 358 90 150 268 226 2199 776 755 718 78 58 640 618 454 433 83 413 380 360 40 336 309
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 47 1 2 2 4 4 0 15 150 4 0 3 160 158 4 15 1 3 1 1 47 0
split_gain=7.02787 1.10452 0.649859 0.563132 0.381814 0.286314 0.22751 0.179957 0.161682 0.144673 0.142344 0.125803 0.115379 0.106445 0.125515 0.124865 0.0932499 0.073366 0.0957743 0.0732531 0.1195 0.0707499 0.062484 0.0511411 0.0585538 0.0484874 0.0482415 0.0481541 0.0476633 0.0465004
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.13082500000000002 0.077845000000000011 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 -0.55119499999999988 -0.079119999999999982 -0.097174999999999984 -0.054789999999999998 0.085030000000000008 0.018150000000000003 -0.41942499999999994 0.14754500000000001 -0.017889999999999996 0.076935000000000017 0.083345000000000016 0.078345000000000012 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 28 6 13 -6 11 -5 16 12 -4 14 15 -1 22 -16 -19 20 -20 27 26 -13 -25 -14 29 -15 -3 -7
right_child=1 2 8 9 7 10 -8 -9 -10 -11 -12 23 25 21 17 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00055841816762320924 0.00049882409773336614 0.00024574189563108151 0.00028496513774364725 0.0004715319023746736 0.00045809345914000007 0.00049647122856961567 0.00061850514541225005 0.00027696590529742584 0.0003011141949351512 0.00030442030211679297 0.00035917986286317116 0.00016075370544059352 0.00022139066185047424 0.00046943177364692655 0.00062926960799395272 0.00038541463860787816 0.00035886628164166691 0.00052668165521897465 0.00030726660335180807 0.0005048006486355922 0.00048227876790013968 0.00054313992009018405 0.00044691736385843076 0.00011984664758602421 -2.2673549472605793e-06 0.00013000821619156035 0.00054530243595800787 0.00038885078832852436 0.000320422320179276 0.00040612580987932454
leaf_weight=23 74 184 39 28 71 139 79 30 34 69 48 37 33 81 23 53 26 1173 20 323 60 33 135 36 26 69 65 44 40 26
leaf_count=23 74 184 39 28 71 139 79 30 34 69 48 37 33 81 23 53 26 1173 20 323 60 33 135 36 26 69 65 44 40 26
internal_value=0 0.000272825 0.000244906 0.000499068 0.000304206 0.000505109 0.000515477 0.000404293 0.000174567 0.000352659 0.000459951 0.00015664 0.000194256 0.000511037 0.000515626 0.000437771 0.000472322 0.000519327 0.000517722 0.000491644 0.000438526 0.000462386 0.000480403 0.000103065 6.86375e-05 0.000159573 0.000500058 0.000441067 0.000259078 0.000482235
internal_weight=0 673 599 2448 325 2351 1912 101 274 97 439 240 141 1833 1675 76 391 1599 1576 403 80 158 365 99 62 102 230 125 224 165
internal_count=3121 673 599 2448 325 2351 1912 101 274 97 439 240 141 1833 1675 76 391 1599 1576 403 80 158 365 99 62 102 230 125 224 165
is_linear=0
shrinkage=0.00196078


Tree=9830
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 11 2 47 4 2 4 2 1 0 47 15 12 457 1 4 43 15 2 4 12 0 0
split_gain=9.07592 1.52241 0.918492 0.760342 0.551229 0.434987 0.336608 0.310408 0.257491 0.242413 0.227724 0.2166 0.171457 0.13619 0.0987187 0.0960615 0.108255 0.0900054 0.0860268 0.0841572 0.0780312 0.12259 0.0704154 0.069544 0.0629607 0.0558418 0.0541845 0.0530716 0.0466682 0.0550029
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.13501500000000002 0.36766000000000004 0.09253500000000002 1.0000000180025095e-35 0.091265000000000013 0.13082500000000002 0.40473500000000007 0.14285500000000004 0.27834500000000006 0.094835000000000017 0.087135000000000004 -0.097024999999999986 0.090100000000000013 -0.059484999999999989 0.09320500000000001 0.080930000000000016 0.084525000000000003 0.024790000000000003 0.064745000000000011 0.040760000000000005 0.090175000000000019 -0.036839999999999991 0.091715000000000005 -0.23194499999999998 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 17 6 8 14 9 15 12 -6 13 -4 -1 28 -17 -3 -16 24 22 -22 23 27 25 -10 -2 -11 -5 -30
right_child=1 2 10 5 11 -7 -8 -9 19 20 -12 -13 -14 -15 18 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00062000251306307979 0.00061828951771352803 0.00028336001629408145 0.00032098886438459534 0.00069853486467142398 0.00053320430678018916 0.00037668962584122036 0.0003592842156980552 0.00034057993963720716 0.00072848530668838342 0.00061508728546254775 0.0003499839383992769 0.00033448960242512957 0.00011597808920733143 0.00018475675074221056 0.00054168598505997671 0.00048280934328007408 0.00058299851954089548 0.00039425565508668508 0.00037908566337072167 0.00060707974878661253 0.00057634229753531657 0.00035924320748331501 0.00052395434246429561 0.00052230411454416291 0.00075571372158641202 0.00058819896836759028 0.00050494709946945606 0.000565044081626135 0.0005373489267712396 0.00060824424648765253
leaf_weight=26 50 191 39 21 71 39 25 69 20 125 34 30 99 102 29 47 352 33 22 54 20 20 177 93 46 24 24 234 44 961
leaf_count=26 50 191 39 21 71 39 25 69 20 125 34 30 99 102 29 47 352 33 22 54 20 20 177 93 46 24 24 234 44 961
internal_value=0 0.0003162 0.000283421 0.000573304 0.000353921 0.000582007 0.000585545 0.000436088 0.000588073 0.000582557 0.000199799 0.00047418 0.000178523 0.000222438 0.000521673 0.000597013 0.000571197 0.000299697 0.000471545 0.000668275 0.000551767 0.000467793 0.000557107 0.00057009 0.000704992 0.000651965 0.00058153 0.000582469 0.000607052 0.00060514
internal_weight=0 673 599 2448 325 2302 2263 146 2238 2094 274 101 240 141 77 1425 399 224 51 144 669 40 629 452 90 44 74 359 1026 1005
internal_count=3121 673 599 2448 325 2302 2263 146 2238 2094 274 101 240 141 77 1425 399 224 51 144 669 40 629 452 90 44 74 359 1026 1005
is_linear=0
shrinkage=0.00196078


Tree=9831
num_leaves=31
num_cat=0
split_feature=1 52 105 2 402 1456 2 4 48 123 51 160 52 12 1375 49 14 133 11 1212 124 131 148 133 2 150 51 16 52 1
split_gain=0.149331 0.0360333 0.0225489 0.0353019 0.018951 0.0171586 0.0153474 0.0187667 0.0150495 0.0183889 0.0153519 0.0150369 0.0153028 0.0141391 0.0134565 0.0122864 0.0124688 0.0116733 0.0131891 0.012045 0.0116674 0.0136426 0.0159368 0.0115648 0.0167116 0.0146845 0.0146379 0.0168925 0.0161898 0.0228348
threshold=0.10312500000000001 -0.40967499999999996 1.0000000180025095e-35 0.31358000000000003 0.09388500000000001 -0.049894999999999995 0.092365000000000017 0.19806500000000002 0.15372000000000002 0.12630500000000003 0.14122000000000004 -0.065039999999999987 -0.068719999999999989 0.11734000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072219999999999993 -0.097509999999999986 0.080455000000000013 0.085870000000000016 -0.087144999999999986 0.095205000000000026 -0.077789999999999984 0.017095000000000003 0.13093500000000002 0.083250000000000005 -0.16666999999999996 -0.12029499999999999 -0.56368999999999991 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 7 17 9 10 11 12 -7 14 -13 -14 -17 19 -19 -1 -16 22 -22 24 26 -25 -8 -28 -29 -30
right_child=1 2 -4 -5 -6 8 23 -9 -10 -11 -12 13 15 -15 20 16 -18 18 -20 -21 21 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=0.0043726298663582441 0.0040534845523911324 0.0046633933614939451 0.0052213578112423427 -0.00165976098131588 -0.00051893925787038016 0.00093767656427290707 0.0048388862905558196 0.00094724748982116585 -0.00057803716891529884 -0.00088028488738927995 0.004735416641620839 0.0038912119850030413 0.005837743042502553 0.0038313788361847402 0.0031236867963076189 0.0044384188970018707 0.001868652093377555 0.0038724340749372293 0.0059589753381817812 0.0063482314087072948 0.0036526828724890953 0.003665625615976751 0.00070597667627103405 0.0036863082870858405 0.00027592072030529379 0.0061105742246447201 0.0043433728803647679 0.0053941505914554006 0.0028245160758504774 0.00014120659073563042
leaf_weight=186 90 25 20 28 29 27 50 20 22 20 23 23 20 30 34 35 41 1331 31 37 20 20 223 335 20 27 75 20 222 37
leaf_count=186 90 25 20 28 29 27 50 20 22 20 23 23 20 30 34 35 41 1331 31 37 20 20 223 335 20 27 75 20 222 37
internal_value=0 0.00217996 0.00191649 0.00180989 0.00197399 0.0021024 0.00381403 0.00399133 0.0019834 0.0020926 0.00221248 0.0020898 0.00304091 0.00175555 0.00156094 0.00363244 0.0030521 0.00402974 0.00391993 0.00470042 0.00138049 0.00115513 0.000948504 0.00345199 0.00309756 0.00386712 0.00323725 0.00301103 0.00265287 0.00244119
internal_weight=0 730 640 620 592 563 2391 1605 538 516 496 473 123 350 320 96 76 1585 1362 223 297 263 243 786 424 362 404 354 279 259
internal_count=3121 730 640 620 592 563 2391 1605 538 516 496 473 123 350 320 96 76 1585 1362 223 297 263 243 786 424 362 404 354 279 259
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=31
num_cat=0
split_feature=1 3 12 15 46 4 474 1 123 4 16 48 0 42 157 4 4 12 43 43 2 1211 131 1209 1212 158 43 402 11 13
split_gain=0.121981 0.0216555 0.0209846 0.0279301 0.0191793 0.0227113 0.0289417 0.0192906 0.0170696 0.0184446 0.0150761 0.0179039 0.0160904 0.0150707 0.0141298 0.0136867 0.0170434 0.0123461 0.0197753 0.0188482 0.0222981 0.0192838 0.0132443 0.0211179 0.0204907 0.0227373 0.0226934 0.0172226 0.024831 0.022894
threshold=0.11146500000000002 0.31299000000000005 0.051320000000000005 0.035560000000000008 0.084955000000000017 -0.17966999999999997 0.086990000000000012 0.095950000000000021 0.083805000000000004 -0.010655 -0.034884999999999992 0.016865000000000002 -0.084804999999999978 -1.0000000180025095e-35 -0.0031149999999999993 0.056795000000000005 0.41257000000000005 0.087695000000000009 0.093175000000000022 0.0034250000000000005 0.084755000000000011 0.087635000000000005 0.10100500000000001 0.085875000000000021 0.087685000000000013 0.10968000000000001 -0.0084099999999999991 0.089220000000000008 0.080150000000000013 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 7 10 9 14 11 13 -12 -7 -2 -11 -17 18 19 21 -21 22 23 24 25 27 -26 28 -4 -29
right_child=1 -3 17 -5 -6 6 -8 -9 -10 15 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0039702705462534345 0.0021955908276140692 0.00043996313306542855 0.0037393212658318794 0.0050271790590140511 0.0055302383983507758 0.0024212762732058763 -0.0014931144880723547 0.0014392539487356167 0.0009775990715551199 -8.2872804653431697e-05 0.0053189902842521323 0.0035678455479339595 0.0023014696299408876 -0.0012125624109536322 0.0051102727444138005 0.0033506925019624067 0.0014475825216586347 0.0033174185241836539 0.0065843206308782102 0.0041160195729800413 0.00048016322952871388 0.006942807990126313 0.0018687826273141102 0.0062128083461052367 -0.00070247940297815063 0.0072207050235010692 0.0040042312256991864 0.0032628365764112185 0.00055731238367465825 0.0068210776685737086
leaf_weight=72 29 111 432 49 20 25 22 150 113 28 43 45 30 21 39 84 107 1357 25 31 37 20 34 37 21 20 20 33 26 40
leaf_count=72 29 111 432 49 20 25 22 150 113 28 43 45 30 21 39 84 107 1357 25 31 37 20 34 37 21 20 20 33 26 40
internal_value=0 0.00167575 0.00336526 0.00276565 0.00250674 0.00235853 0.00201316 0.00225882 0.00201868 0.00242858 0.00300843 0.00214968 0.00407891 0.00076235 0.00386725 0.00198187 0.00228455 0.00349935 0.0038175 0.00372539 0.00213769 0.00388347 0.00379118 0.00389509 0.00375024 0.00391072 0.00159348 0.00378605 0.00355868 0.00521256
internal_weight=0 511 2610 477 428 408 336 314 400 287 164 91 73 46 68 219 191 2133 776 751 68 683 663 629 592 551 41 531 458 73
internal_count=3121 511 2610 477 428 408 336 314 400 287 164 91 73 46 68 219 191 2133 776 751 68 683 663 629 592 551 41 531 458 73
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=31
num_cat=0
split_feature=1 12 1375 14 43 4 0 3 15 4 47 43 4 159 12 47 1 149 15 149 49 4 50 42 156 0 0 4 13 52
split_gain=0.101139 0.0288181 0.0193497 0.0159985 0.018752 0.015853 0.0188303 0.0233431 0.024617 0.0228686 0.0136246 0.0132394 0.0153716 0.0174133 0.0128026 0.0127826 0.0158142 0.0130178 0.0121614 0.0119591 0.0127448 0.0118053 0.0116758 0.0128811 0.0107769 0.0239596 0.0140758 0.0166044 0.0117821 0.0167858
threshold=0.11910500000000002 0.051320000000000005 -0.27302499999999996 0.08104500000000002 -0.078139999999999973 -0.49405499999999997 -0.026509999999999995 0.11296500000000002 -1.0000000180025095e-35 -0.0083799999999999986 0.081320000000000017 -0.11720999999999999 1.0000000180025095e-35 0.084250000000000005 0.099815000000000015 0.085505000000000012 0.14262000000000002 0.081720000000000015 -0.087679999999999994 0.079625000000000015 -0.14917999999999998 0.057560000000000007 0.13705000000000003 -0.069529999999999995 0.10339000000000002 0.024095000000000002 -0.13027499999999997 0.62931500000000018 -0.072819999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 -6 7 8 10 -9 -7 18 13 -13 19 17 21 24 -4 20 -3 -17 23 -16 25 26 -2 28 -28 -30
right_child=15 14 3 -5 5 6 -8 9 -10 -11 -12 12 -14 -15 22 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00049323315084304502 -0.00087795320570689802 0.00082504597852345221 0.004593613756481897 0.0047533007162012938 0.0043638522862098541 0.0021778987938486927 0.00036022289958153225 -0.0015254399495288021 0.0054949004618850142 0.0023636103659454323 0.0043558482783294331 0.0024763193657441488 -0.00093837293379968323 -0.00074542040086310844 0.0036780157553342485 0.0042103958028636762 -0.00026670935084522089 0.003219103127194103 0.001399028184823692 0.0050579387228935962 0.0032467954839675277 0.0017427824186210699 0.00042648722073468181 0.0023517252938208087 0.0026581608965484936 -0.0022304097488109443 -0.00038132161978271089 0.0037259394788871645 0.00019576059739020741 0.0035578419417746504
leaf_weight=23 39 22 22 29 52 109 37 21 42 54 39 62 33 23 105 33 22 20 26 36 1775 47 23 242 22 31 49 23 33 27
leaf_count=23 39 22 22 29 52 109 37 21 42 54 39 62 33 23 105 33 22 20 26 36 1775 47 23 242 22 31 49 23 33 27
internal_value=0 0.00298078 0.00234836 0.0024674 0.00233992 0.00275114 0.00247346 0.00276851 0.00335818 0.00127468 0.00275182 0.00146298 0.000893397 0.00160455 0.00314499 0.00116763 0.00210771 0.000774641 0.00286321 0.0032533 0.00321715 0.00276067 0.00260843 0.00275305 0.000556385 0.000327479 0.00079119 0.00128435 0.000769147 0.0017087
internal_weight=0 2775 572 549 520 354 302 265 190 75 148 166 118 85 2203 346 102 244 48 1833 1797 80 370 347 224 202 171 132 109 60
internal_count=3121 2775 572 549 520 354 302 265 190 75 148 166 118 85 2203 346 102 244 48 1833 1797 80 370 347 224 202 171 132 109 60
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 11 43 4 150 0 15 12 11 16 1 49 1 0 4 15 2 0 399 4 4 13 16
split_gain=4.29778 0.589226 0.501562 0.370937 0.285299 0.200778 0.176643 0.166871 0.120804 0.113463 0.109886 0.101722 0.0975629 0.0828628 0.0693776 0.0759908 0.0703155 0.0691926 0.0634463 0.0593395 0.0573337 0.0505738 0.0948078 0.0691019 0.0486126 0.0461903 0.0403352 0.0438018 0.0897604 0.0400315
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.059315 0.08864000000000001 0.13075500000000004 0.091475000000000015 0.082585000000000006 1.0000000180025095e-35 -0.04890499999999999 0.053180000000000012 1.0000000180025095e-35 -0.23194499999999998 0.040760000000000005 0.11734000000000001 0.080455000000000013 0.054560000000000004 0.096255000000000021 -0.012034999999999999 0.16175000000000003 -0.13027499999999997 -0.059649999999999988 -0.03241999999999999 0.099185000000000009 -0.077429999999999985 0.091580000000000009 0.098655000000000007 0.024790000000000003 -1.0000000180025095e-35 0.62925500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 12 -3 8 26 20 -6 14 -11 -1 -10 15 16 25 -13 -2 -7 -4 23 -23 -14 -16 -8 27 28 -5 -17
right_child=1 5 6 7 9 19 10 -9 13 11 -12 17 21 -15 24 29 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005266714130599655 0.00027444028733846019 0.00021621971353983938 0.00033116210425963031 0.00022689288552937901 0.00024647261203352176 0.00012905377752571971 0.00041747710569070378 0.00014475394700583954 0.00044721032348850033 0.0003734522467334198 0.00035092482830851424 0.00034420202413172114 0.00046459168989571031 0.00056824470976443958 0.00041850641418516243 0.00052224109093471213 0.00037244495263673495 0.00018804358208880705 0.00039629236448044872 2.4477049023570383e-05 0.00043454643776870546 0.0003948972764222184 0.00025772745222370192 0.00032932733751687347 0.00030634682410143324 0.00050114376028119088 0.00033982416128860521 0.00018180377438080074 0.00035926726311539484 0.00041714097520937466
leaf_weight=22 20 133 21 54 88 126 420 58 43 93 139 20 53 44 24 38 142 24 92 25 1150 76 26 20 39 27 26 25 31 22
leaf_count=22 20 133 21 54 88 126 420 58 43 93 139 20 53 44 24 38 142 24 92 25 1150 76 26 20 39 27 26 25 31 22
internal_value=0 0.000224989 0.000410823 0.000284684 0.000349117 0.000160669 0.00042317 0.000232813 0.00043793 0.000301412 0.000401352 0.000336702 0.000403603 0.000508423 0.000411197 0.000417228 0.000410456 0.000259025 0.000374533 0.00011174 0.000432692 0.000388132 0.000359932 0.000427533 0.000349074 0.000422531 0.000270368 0.000253951 0.000275171 0.000483704
internal_weight=0 590 2531 306 422 284 2109 194 1258 225 851 137 197 87 712 649 589 44 112 151 1171 175 102 73 63 447 136 110 85 60
internal_count=3121 590 2531 306 422 284 2109 194 1258 225 851 137 197 87 712 649 589 44 112 151 1171 175 102 73 63 447 136 110 85 60
is_linear=0
shrinkage=0.00196078


Tree=9835
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 1 14 2 11 1 4 2 4 1 16 11 52 4 1 15 133 132 13 160 4 16
split_gain=6.04412 0.952062 0.595345 0.508557 0.417484 0.306705 0.260648 0.240012 0.184095 0.159657 0.159544 0.0998988 0.0825736 0.106643 0.140138 0.0818784 0.0726156 0.0710048 0.0612316 0.0541194 0.0521477 0.0477602 0.0424167 0.0417261 0.0398384 0.0523352 0.0407268 0.0560748 0.0387763 0.0609337
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.40124500000000002 0.40473500000000007 0.089775000000000008 0.077845000000000011 0.062655000000000016 0.17025000000000004 1.0000000180025095e-35 0.088975000000000012 -0.081114999999999979 0.14530500000000005 0.40124500000000002 0.091195000000000012 0.19444000000000003 0.095165000000000013 -0.046924999999999988 -0.036839999999999991 0.11588000000000001 0.024640000000000006 0.087035000000000015 0.08696000000000001 -0.012119999999999997 -0.061914999999999991 0.022185000000000003 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 5 15 6 8 22 10 -5 17 16 13 18 -15 24 20 -1 28 23 -4 -2 -6 -14 25 26 -3 -28 -10 -30
right_child=1 2 11 9 7 -7 -8 -9 12 -11 -12 -13 19 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00042779562416769205 0.00043526778969110231 0.00016721043066130051 9.7141174928230399e-05 0.0003864882983455137 0.00040851453138452607 0.00023838174193099832 0.00021034498691704928 0.00017154478748335398 0.00040939935864188454 0.00021093593022152761 0.00052560340327137368 -4.6771427105162655e-06 0.00044126896940721295 0.00040972256714723359 0.00022361456085236465 5.870183051435971e-05 6.7000054582304445e-05 0.00038922501058083643 0.00035755406660183559 0.00035987696884309545 0.00023873596310652063 0.00032885641139609361 0.00031970106210533041 0.00054831479316930362 0.0001311502640677336 9.5205981741780217e-05 0.00030320721606795606 0.00019854829677420525 0.00039585295089624518 0.00030616426352522008
leaf_weight=1106 50 89 20 28 39 41 25 37 430 69 59 50 42 28 35 25 87 220 170 20 20 24 44 21 60 21 26 81 115 39
leaf_count=1106 50 89 20 28 39 41 25 37 430 69 59 50 42 28 35 25 87 220 170 20 20 24 44 21 60 21 26 81 115 39
internal_value=0 0.000190933 0.000165012 0.000400745 0.000205046 0.000406486 0.000409469 0.000302884 0.000411648 0.000261611 0.000425835 6.95632e-05 0.000389815 0.000383829 0.000306329 0.00016617 9.87917e-05 0.000421396 0.000390304 0.00044874 0.000167939 0.000400756 0.000361433 0.000476951 0.00017587 0.000188234 0.000198202 0.000223979 0.000399838 0.00037314
internal_weight=0 673 599 2448 422 2351 2310 120 2285 97 1385 177 900 817 63 302 127 1326 754 83 40 74 83 63 277 217 196 107 584 154
internal_count=3121 673 599 2448 422 2351 2310 120 2285 97 1385 177 900 817 63 302 127 1326 754 83 40 74 83 63 277 217 196 107 584 154
is_linear=0
shrinkage=0.00196078


Tree=9836
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 2 1 1 2 47 150 4 2 0 2 3 2 2 2 2 130 3 51 484 10 12 4
split_gain=9.65463 1.4322 0.922145 0.818679 0.587569 0.495363 0.320254 0.305277 0.235267 0.229903 0.176981 0.244641 0.16029 0.137165 0.116907 0.102074 0.0940281 0.093968 0.0875291 0.085741 0.0772937 0.0765479 0.119062 0.080609 0.0700398 0.0824708 0.143164 0.0645673 0.061244 0.0603209
threshold=0.10508500000000001 -0.40306999999999998 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.40473500000000007 0.062655000000000016 0.14122000000000004 0.077845000000000011 0.089770000000000016 0.090425000000000019 0.13011000000000003 1.0000000180025095e-35 -0.55119499999999988 0.14122000000000004 0.14486500000000005 -1.0000000180025095e-35 -0.14847999999999997 0.092365000000000017 0.17025000000000004 -1.0000000180025095e-35 0.10584500000000001 -0.076894999999999977 0.090900000000000009 -0.093639999999999987 1.0000000180025095e-35 -0.39453499999999991 -0.040564999999999997 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 15 7 -6 10 13 -5 14 17 20 16 -1 21 18 -12 -7 24 28 -3 -23 -24 25 26 -16 -22 -4 -2
right_child=1 2 12 9 6 8 -8 -9 -10 -11 11 -13 -14 -15 19 -17 -18 -19 -20 -21 27 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00077977289004820059 0.00064002647177845823 0.00026749225662035098 0.00016432011323759671 0.00058238738599945513 0.00054562515954289235 0.00066836413081272758 0.00032628017818731926 0.00075243491606385104 0.00041793121549642465 0.00037172633395526309 0.00049067309611484781 0.0003885974341373055 0.000358630448680225 0.00044534812456155137 0.0006360461048901399 0.00020922179229066081 0.00046097585281955816 0.00061015701880304284 0.00057883538700419983 0.00059967903112332645 0.00018166325871657202 0.00047903264851292685 0.00021188960556744359 0.00034365730145965946 0.00055531358171627507 0.00064591310297713129 0.00043596971487882088 3.7709607578375755e-05 0.00025982220093463134 0.00052043812385961117
leaf_weight=21 50 62 67 28 83 48 37 76 41 69 28 23 20 30 44 31 23 263 335 254 23 23 20 166 37 1108 20 25 42 24
leaf_count=21 50 62 67 28 83 48 37 76 41 69 28 23 20 30 44 31 23 263 335 254 23 23 20 166 37 1108 20 25 42 24
internal_value=0 0.000343893 0.0003121 0.000609067 0.000361925 0.00061635 0.000477994 0.00063071 0.000559936 0.000432536 0.000625565 0.000583274 0.000193308 0.000573289 0.000634513 0.000315805 0.000582743 0.00059866 0.000590056 0.000632428 0.000172248 0.000327997 0.000345946 0.000329489 0.000639308 0.00064196 0.000573522 0.000106687 0.000201119 0.000601241
internal_weight=0 673 599 2448 422 2351 120 1874 477 97 1798 314 177 436 1484 302 406 291 383 1463 157 271 209 186 1209 1172 64 48 109 74
internal_count=3121 673 599 2448 422 2351 120 1874 477 97 1798 314 177 436 1484 302 406 291 383 1463 157 271 209 186 1209 1172 64 48 109 74
is_linear=0
shrinkage=0.00196078


Tree=9837
num_leaves=31
num_cat=0
split_feature=1 12 52 15 1 1 43 15 16 47 47 52 157 16 12 480 4 0 49 42 49 2 1 402 1212 403 12 402 0 16
split_gain=0.156261 0.0273116 0.0253453 0.0240484 0.0208135 0.0188952 0.0188931 0.0183042 0.0248366 0.0158566 0.014585 0.0217189 0.0174024 0.0159491 0.0139982 0.0221538 0.0154847 0.0205129 0.0158355 0.0124934 0.0117522 0.0171819 0.0355667 0.023874 0.0207267 0.0220188 0.0354327 0.0187264 0.026521 0.0173617
threshold=0.11146500000000002 0.051320000000000005 -0.26636999999999994 0.035560000000000008 0.14262000000000002 0.08864000000000001 0.084740000000000024 -0.41396999999999995 -0.11676499999999999 0.10678000000000001 0.077555000000000013 0.096795000000000006 -0.076494999999999994 -0.034884999999999992 0.090285000000000018 -0.03031 0.033845000000000007 -0.097024999999999986 0.10877000000000002 0.091545000000000015 0.085970000000000005 0.084885000000000002 0.089875000000000024 0.089785000000000018 -0.088189999999999991 -0.088144999999999987 0.086655000000000024 -0.020594999999999999 -0.086409999999999987 -0.081414999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 10 9 -6 -9 -4 11 12 -1 -14 20 -16 17 -17 -19 -7 21 27 23 24 -23 26 -26 28 -3 -28
right_child=2 14 4 -5 7 19 -8 8 -10 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0012913601311004682 0.0041065495418188998 0.0090339214773848663 0.0013971893490929963 0.0052204015712272759 0.0017214270062350598 0.0025685567637035427 0.0041990699725122085 0.0016608039240097806 -0.0028548677283307088 0.0030391742192607905 0.005919560343958438 0.00024317647097632291 0.0028976800630658144 0.0053793854538168092 0.00046941668149970829 0.0062386930316082534 0.0028954631596133438 0.0039310749660328445 0.0018096582057910997 0.00025487521334770674 0.0049171095293772055 0.00055182764439710551 -0.00017306714156723542 0.0059220792860724038 -0.00038011842407286171 0.0040826132041739569 0.0020407446171157063 0.0042633184655902108 0.0045845500580538566 0.0062074793735519057
leaf_weight=23 47 21 249 49 52 228 36 21 29 77 25 20 45 61 21 37 173 718 37 26 189 21 23 50 31 364 20 371 37 20
leaf_count=23 47 21 249 49 52 228 36 21 29 77 25 20 45 61 21 37 173 718 37 26 189 21 23 50 31 364 20 371 37 20
internal_value=0 0.00380596 0.00189372 0.00312191 0.00166958 0.00288166 0.00202509 0.000407842 -0.000958286 0.00178502 0.00368444 0.00330942 0.0037848 0.00432583 0.00395893 0.00368263 0.00375256 0.00393977 0.00382711 0.00233172 0.00419645 0.00405428 0.0036729 0.00384772 0.00362026 0.0037684 0.00215748 0.00452455 0.00619553 0.00412411
internal_weight=0 2610 511 477 464 428 362 102 50 326 174 149 129 106 2133 986 965 792 755 254 1147 958 529 506 456 435 71 429 58 40
internal_count=3121 2610 511 477 464 428 362 102 50 326 174 149 129 106 2133 986 965 792 755 254 1147 958 529 506 456 435 71 429 58 40
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 47 2 2 1 2 34 0 15 12 4 150 4 15 47 3 3 13 15 0 11 0 0 13
split_gain=13.45 2.29703 1.27411 1.10277 0.788717 0.653753 0.420198 0.382989 0.323306 0.318399 0.294064 0.252639 0.224104 0.204535 0.301944 0.195356 0.196697 0.167284 0.153758 0.147394 0.128457 0.113295 0.135746 0.104965 0.104466 0.0943213 0.112042 0.0934529 0.0929129 0.0770955
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13082500000000002 0.11474000000000002 0.14122000000000004 0.077845000000000011 0.14285500000000004 -1.0000000180025095e-35 -0.10096999999999999 -0.11033999999999998 0.09141500000000001 -0.52556499999999995 1.0000000180025095e-35 0.27834500000000006 0.083195000000000005 0.090100000000000013 -0.080934999999999993 0.090900000000000009 0.061215000000000012 -0.41942499999999994 0.14486500000000005 1.0000000180025095e-35 -0.23091999999999999 -0.064754999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 6 13 11 -6 17 -5 12 -4 14 -1 16 -15 25 -14 21 27 -16 -23 -18 -13 26 -7 -3 -17 -20
right_child=1 2 7 10 8 9 -8 -9 -10 -11 -12 24 18 15 19 28 23 -19 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076076774492713753 0.00069148709408240025 0.00044118406255836681 0.00013835982451507563 0.00064315184251684439 0.00061412899434065617 0.00064295837555661533 0.00084631838119743525 0.00042158699365635641 0.00035348592959100899 0.00045700338288307875 0.00040490168820866539 0.0002057577712361656 0.00041703146279734721 0.00091106036714479026 0.00042362692657193775 0.00067986610768956007 0.00071875522419103278 0.00049644596838191446 0.00020300900564447039 0.00072575050445062325 0.00045644707725434801 0.00064188372801969389 0.00047609594381685751 0.00062210160954845242 7.4102550539553171e-05 0.00052622044863908193 0.00074517021874959729 0.00030791651841441522 0.0005862130312358631 0.00034794972411223823
leaf_weight=52 74 23 45 28 77 336 76 34 24 41 69 37 32 20 21 429 1079 30 43 23 33 55 29 45 62 23 47 168 45 21
leaf_count=52 74 23 45 28 77 336 76 34 24 41 69 37 32 20 21 429 1079 30 43 23 33 55 29 45 62 23 47 168 45 21
internal_value=0 0.000365573 0.00032531 0.000678558 0.000408343 0.000687012 0.000703508 0.000226821 0.000552194 0.000622203 0.000473675 0.000199229 0.000252536 0.000697471 0.000634771 0.000704447 0.000718315 0.000637737 0.000306056 0.000583584 0.000343482 0.000552443 0.000584647 0.000714886 0.000123307 0.000648178 0.000655501 0.000323964 0.000670975 0.000250568
internal_weight=0 673 599 2448 325 2351 1874 274 101 477 97 240 141 1798 180 1618 1144 436 96 128 224 105 84 1124 99 406 383 191 474 64
internal_count=3121 673 599 2448 325 2351 1874 274 101 477 97 240 141 1798 180 1618 1144 436 96 128 224 105 84 1124 99 406 383 191 474 64
is_linear=0
shrinkage=0.00196078


Tree=9839
num_leaves=31
num_cat=0
split_feature=1 12 3 4 1 2 4 150 2 43 2 3 0 0 4 1 12 4 15 15 50 15 2 1 16 13 1 2 48 40
split_gain=11.1562 1.31511 1.30483 0.669273 0.589401 0.519671 0.458919 0.342099 0.320059 0.285119 0.264505 0.258366 0.304067 0.220744 0.171541 0.164076 0.149132 0.147113 0.171925 0.125072 0.118617 0.114227 0.113166 0.109291 0.108967 0.107667 0.1076 0.0847901 0.0846869 0.0839537
threshold=0.10752500000000002 0.051320000000000005 -0.059315 0.27834500000000006 0.08864000000000001 0.14753000000000002 0.04735000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.04890499999999999 0.10803500000000001 -0.14186499999999996 -0.072594999999999979 -0.23194499999999998 0.27834500000000006 0.12337000000000002 0.13597000000000004 -0.064054999999999987 -0.03241999999999999 1.0000000180025095e-35 0.041865000000000006 -0.41942499999999994 0.099185000000000009 0.12958500000000003 -0.10850999999999998 -1.0000000180025095e-35 0.12000500000000001 0.090050000000000005 0.087310000000000013 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 13 8 11 9 26 -6 23 19 27 -1 24 -2 -14 22 -19 -3 21 -7 -15 -10 -8 29 -4 -13 -23 -12
right_child=2 6 5 -5 7 20 14 -9 10 -11 25 12 16 17 -16 -17 -18 18 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071557511885960898 0.0005264558307096069 0.00060703597686517731 0.00024407393712964323 0.00024385315416184332 0.00030136909731511583 0.0001244193423022891 0.00054229491193472426 0.00029494692738142451 0.00050584488613082755 0.00050688479885053659 0.00027880713207214467 0.00059513724730692248 0.00052957518369313732 0.0006233915562992901 0.0003240119994563215 0.00035099932192111239 0.0003612915004160315 0.00050740122637767083 0.00032525110665841347 0.00071830415126139394 0.00018900612377913356 -0.00010650176000057932 0.00044983649808986515 0.00030557265454976291 0.00045471601437199565 0.00029655872293714048 9.0760569861772969e-05 0.00055816863079078348 6.3211320826382037e-05 0.00015911096248526752
leaf_weight=22 85 83 24 74 36 29 144 96 22 93 33 1121 254 52 21 27 22 76 27 73 23 26 20 20 88 70 66 303 20 71
leaf_count=22 85 83 24 74 36 29 144 96 22 93 33 1121 254 52 21 27 22 76 27 73 23 26 20 20 88 70 66 303 20 71
internal_value=0 0.000552062 0.000252654 0.000388553 0.000452143 0.000190087 0.000572055 0.000383575 0.000229884 0.000449532 0.000270818 0.000582734 0.000575726 0.000530457 0.000493714 0.000484158 0.000516161 0.000507185 0.000459653 0.000659104 6.58212e-05 2.80446e-05 0.000575182 0.000410477 0.000509075 0.000237107 0.000131644 0.000587271 -3.27135e-05 0.000197091
internal_weight=0 2531 590 186 422 404 2109 225 306 129 216 1856 1700 197 253 112 276 175 103 156 98 75 72 42 232 174 90 1424 46 104
internal_count=3121 2531 590 186 422 404 2109 225 306 129 216 1856 1700 197 253 112 276 175 103 156 98 75 72 42 232 174 90 1424 46 104
is_linear=0
shrinkage=0.00196078


Tree=9840
num_leaves=31
num_cat=0
split_feature=1 52 1 2 15 41 43 3 156 4 0 12 12 150 4 3 47 4 160 14 133 16 1452 52 10 0 456 16 4 42
split_gain=0.213404 0.0528691 0.0330826 0.0200294 0.0198634 0.028381 0.0214036 0.0205445 0.0226295 0.0220944 0.0316369 0.0218254 0.0180079 0.0184285 0.0196478 0.0154703 0.0150002 0.0144358 0.0185104 0.0139697 0.0146497 0.0160955 0.0139418 0.0130074 0.0170021 0.0295865 0.0129558 0.0141994 0.0308559 0.0129544
threshold=0.10312500000000001 -0.52606999999999993 0.13657000000000002 0.13404500000000005 0.040760000000000005 0.075585000000000013 -0.51144999999999985 0.092670000000000016 0.093155000000000002 -0.49013999999999996 -0.067624999999999977 0.092855000000000007 0.088105000000000003 0.090735000000000024 0.41257000000000005 -0.047929999999999993 0.13827000000000003 -0.059649999999999988 0.05259500000000001 -0.46413499999999996 0.089200000000000015 -0.29154999999999992 0.087295000000000011 0.056145000000000007 -0.074314999999999978 -0.036484999999999997 0.090345000000000009 -0.0094449999999999968 -0.0073899999999999999 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 4 6 15 -1 9 17 11 22 -8 19 14 -14 -6 23 -9 -19 -3 26 -22 -11 24 -4 -26 27 -21 -29 -12
right_child=1 2 16 -5 5 -7 7 8 -10 10 29 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012131193753979778 0.0051871498488932294 0.0045278644214849922 -0.002061825509120424 0.002462544817743557 0.0046400456872174867 0.0074005467946867956 0.0076699489676871173 0.0036139082625478262 0.0056647996502843774 0.0044136486677365068 0.0020685156725920497 0.0036068283711210829 0.0046832610269193541 0.00073575360234826807 0.0018363858285738389 0.0066219872620244926 0.0035615202239049335 -0.0014122851897263901 0.0028900896140839905 0.0030877394267534615 0.002334387443514298 -0.0013675698030662412 0.0060825608835450183 0.0023439671365997278 -0.00057142493086368112 0.003168254938688787 -2.3689016788488344e-05 0.0026985798409441489 -0.0017213029558082451 0.0041030656170572485
leaf_weight=23 67 25 26 49 999 41 39 31 22 901 81 20 100 20 32 41 21 20 20 166 23 24 53 37 56 34 21 56 22 51
leaf_count=23 67 25 26 49 999 41 39 31 22 901 81 20 100 20 32 41 21 20 20 166 23 24 53 37 56 34 21 56 22 51
internal_value=0 0.00251008 0.00223955 0.00446351 0.00450537 0.00481992 0.00423573 0.00429189 0.0028625 0.00440799 0.0043056 0.00629262 0.00266092 0.00356451 0.00399311 0.00471818 0.00105536 0.00199419 0.000738902 0.00225337 0.00207112 0.000444026 0.00450637 0.000711374 0.000190633 0.000841343 0.00235969 0.00256482 0.00145195 0.00285459
internal_weight=0 730 663 2391 2342 1081 1261 1238 93 1145 1086 59 489 152 132 1040 174 71 40 337 312 47 954 153 116 90 265 244 78 132
internal_count=3121 730 663 2391 2342 1081 1261 1238 93 1145 1086 59 489 152 132 1040 174 71 40 337 312 47 954 153 116 90 265 244 78 132
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=31
num_cat=0
split_feature=1 12 44 1 10 34 2 10 0 15 4 3 4 4 52 2 4 15 4 16 16 4 4 474 157 51 1446 1454 12 2
split_gain=0.172913 0.0448557 0.0251836 0.0256852 0.021974 0.024804 0.0233062 0.022478 0.0195791 0.0251057 0.0189337 0.0171792 0.0188386 0.0231258 0.015135 0.0162892 0.0139824 0.0160447 0.0221947 0.0154129 0.0129591 0.0165584 0.0174766 0.020099 0.021991 0.0171181 0.0152375 0.0266552 0.0296495 0.0233211
threshold=0.11690500000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 -1.0000000180025095e-35 -0.028109999999999996 0.116525 0.094860000000000014 0.0059850000000000016 -0.090644999999999989 0.40124500000000002 -0.13309499999999996 -0.14098499999999997 -0.42529999999999996 0.13796000000000003 0.081685000000000021 -0.059649999999999988 -0.41942499999999994 0.51388000000000011 0.023255000000000001 -0.071359999999999993 0.0033150000000000007 -0.0082299999999999995 0.087440000000000004 -0.085474999999999982 -0.083239999999999995 0.083715000000000026 0.083800000000000013 0.083815000000000014 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 7 -7 9 -2 11 14 13 -13 15 -3 -8 18 -18 -19 -14 22 26 24 -24 -26 -22 28 -28 -30
right_child=4 10 -4 -5 5 6 16 -9 -10 -11 -12 12 20 -15 -16 -17 17 19 -20 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0038697659221636699 0.002555696734052617 0.0076930322796106348 0.0060014219620955246 0.0024032880762209032 -0.0013831975549692288 0.0043603515284291157 0.0037458766679404881 0.00094825144179384771 -0.0024544523729197127 -0.0017141453744400116 0.0017831151051047656 0.0039376794420864563 0.0043484580031887838 -0.00051452530082315203 0.0024267926727770828 0.0049319125106676992 0.0042169494643423929 0.0011752461217024099 0.00060368390550138431 -0.0017343200631439685 0.0035861124663230451 0.0028741329198655997 0.0021044527064077558 0.007975501264445484 0.0078939896536758172 0.0045544208140310015 0.0089636470734452203 0.0019279139116406441 0.00259564438679566 0.0063952351707432954
leaf_weight=185 40 25 28 337 20 75 26 26 21 21 35 28 956 20 20 147 34 67 34 25 554 153 28 20 20 66 21 24 30 35
leaf_count=185 40 25 28 337 20 75 26 26 21 21 35 28 956 20 20 147 34 67 34 25 554 153 28 20 20 66 21 24 30 35
internal_value=0 0.00388681 0.00307974 0.00292302 0.00163337 0.00202181 0.00225909 0.00348199 0.000179114 0.00108575 0.00409025 0.00412786 0.00403921 0.00208259 0.00503048 0.00533324 0.00159504 0.00124553 0.00241032 0.000384603 0.00408846 0.00382709 0.0040098 0.00505154 0.00453856 0.00533106 0.00379957 0.00487463 0.00569697 0.00464158
internal_weight=0 2732 550 522 389 307 287 101 82 61 2182 2147 1955 48 192 172 186 160 68 92 1907 951 798 134 114 86 664 110 86 65
internal_count=3121 2732 550 522 389 307 287 101 82 61 2182 2147 1955 48 192 172 186 160 68 92 1907 951 798 134 114 86 664 110 86 65
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=31
num_cat=0
split_feature=1 4 155 12 150 0 2 0 124 16 39 159 42 2 3 401 160 4 0 1446 13 52 403 160 132 1204 12 15 402 42
split_gain=0.140687 0.0368721 0.0242861 0.0187792 0.0182942 0.0236551 0.0167455 0.0167264 0.015283 0.0116731 0.0167507 0.0129291 0.0115123 0.0114994 0.0114831 0.0149121 0.0178643 0.0111955 0.0168489 0.0157219 0.0167588 0.0252915 0.0192343 0.0341837 0.0320772 0.0474387 0.0180207 0.0179803 0.0142548 0.0133561
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 0.093965000000000007 1.0000000180025095e-35 -0.019414999999999998 0.25063000000000007 0.22582000000000002 -0.076779999999999987 -0.065999999999999989 0.085060000000000011 0.076905000000000015 -0.0060199999999999993 0.13404500000000005 -0.13309499999999996 0.085900000000000018 -0.23686999999999997 -0.082249999999999976 -0.046359999999999991 0.091180000000000011 -0.085384999999999975 0.086635000000000004 -0.085284999999999986 -0.0060599999999999994 -0.083284999999999984 -0.0076699999999999989 0.09857500000000001 0.084195000000000006 0.033490000000000006 0.086135000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 -2 14 8 12 11 -11 -6 -1 17 -3 16 -16 19 -19 20 21 29 23 -22 -24 -26 -27 -25 -29 -10
right_child=1 6 3 -5 9 -7 -8 -9 13 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 24 27 25 26 -28 28 -30 -31
leaf_value=0.0036909225280789939 0.0031920709685576958 0.0025768377861605761 0.0069919219519943001 0.0032828969658937218 0.0038804929067347465 -7.2044651740445542e-06 -0.0013204431093375511 0.00080652437616317058 0.0057092867994301575 -0.0012107775535696421 0.0019547430432534647 0.00059807964911063509 0.0013738708367443406 0.0021596494712866842 0.0039660679996418565 -0.0015207522793207317 0.0010091642649316921 0.003626846059900476 0.00090101624879500145 0.0013373146997764707 -0.0006425583735108376 0.0080306616991206448 0.0077396355155441498 0.0056155980978575028 -0.00056384320138022311 0.004775789586865805 0.0022859339332419702 0.0035509573638110477 0.00063121024519205101 0.0023900070079517638
leaf_weight=37 208 67 20 43 28 26 24 21 27 32 35 21 51 48 23 20 183 1612 23 20 21 27 27 36 20 244 33 102 20 22
leaf_count=37 208 67 20 43 28 26 24 21 27 32 35 21 51 48 23 20 183 1612 23 20 21 27 27 36 20 244 33 102 20 22
internal_value=0 0.00203026 0.00265291 0.00446037 0.00232757 0.0028366 0.00121905 0.00361633 0.00364123 0.00130073 0.000442853 0.00247374 0.00234809 0.0036911 0.00142706 0.0010862 0.0013393 0.003724 0.0035885 0.00409385 0.00418907 0.00557314 0.00397994 0.00314799 0.00443957 0.00413957 0.00447916 0.00365179 0.00307231 0.004219
internal_weight=0 730 413 63 350 234 317 2391 2370 116 67 49 88 2282 293 226 206 2234 1635 599 579 76 503 179 324 297 277 158 122 49
internal_count=3121 730 413 63 350 234 317 2391 2370 116 67 49 88 2282 293 226 206 2234 1635 599 579 76 503 179 324 297 277 158 122 49
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 14 2 49 0 15 50 15 151 15 3 12 4 3 4 475 16 1 40 0 150 1
split_gain=6.49559 1.15658 0.555761 0.540454 0.411438 0.306355 0.299215 0.20323 0.176986 0.172062 0.155297 0.106925 0.0982603 0.141316 0.0978906 0.0938895 0.0867406 0.0831257 0.0986414 0.0816191 0.118837 0.0796334 0.0775262 0.0729907 0.0714148 0.0704517 0.0697659 0.0692514 0.06363 0.0619916
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 -1.0000000180025095e-35 0.099185000000000009 0.10855000000000002 0.092845000000000025 0.062655000000000016 0.14122000000000004 -0.054984999999999992 -0.10096999999999999 -0.11033999999999998 0.041865000000000006 -0.41942499999999994 -1.0000000180025095e-35 0.083195000000000005 -0.080934999999999993 0.09141500000000001 -0.52556499999999995 0.090900000000000009 -0.062539999999999984 -0.066784999999999983 -0.066924999999999985 0.13265500000000002 -0.077474999999999988 -0.07929499999999999 1.0000000180025095e-35 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 5 26 9 -7 -4 12 23 -2 13 -1 15 -6 -17 18 -15 20 -14 -20 -9 -8 -21 -24 -3 -22 -25 -5
right_child=1 4 8 29 14 7 10 22 -10 -11 -12 -13 19 17 -16 16 -18 -19 21 24 27 -23 25 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00052941470037245813 0.00032086394715055922 0.00019131507514804765 0.00043350364465047332 0.00027864042816821955 0.0001418509762394138 0.00035421943768787836 0.0005106796964572172 0.00034805863255671425 0.00025994516569085831 0.00058284565341208119 0.00032030649479640721 0.00046357237376584416 0.00064755113157126301 0.00026543242128041546 0.0002006999207446185 8.8323234977223864e-05 -8.2129109144862133e-05 0.00051577964961173079 0.00045951757068727527 0.00049289526577619557 0.00050406948848312255 0.00033253713601764402 0.00023819205469237782 0.00044294982425364439 0.00044473319835954163 0.00013453905531196403 8.6138618632680735e-05 0.00045477096246733311 0.00033407144486296544 0.00016100583499578265
leaf_weight=53 24 48 37 61 29 74 59 20 58 76 41 127 21 21 23 22 24 23 55 259 1002 29 135 333 218 31 49 123 22 24
leaf_count=53 24 48 37 61 29 74 59 20 58 76 41 127 21 21 23 22 24 23 55 259 1002 29 135 333 218 31 49 123 22 24
internal_value=0 0.000259105 0.000474554 0.00037049 0.000201331 0.000232224 0.000480535 0.000267308 0.000327542 0.000491454 0.000435417 0.00044089 0.000487604 0.000444271 8.87938e-05 5.44759e-05 -6.08423e-07 0.000409016 0.00038563 0.000492437 0.000501408 0.000415679 0.00023273 0.000446816 0.000470884 0.000218835 0.000138185 0.00049868 0.000436202 0.000245426
internal_weight=0 691 2430 236 455 357 2335 260 95 1880 455 151 1804 181 98 75 46 128 105 1623 1146 84 186 414 477 166 97 1125 355 85
internal_count=3121 691 2430 236 455 357 2335 260 95 1880 455 151 1804 181 98 75 46 128 105 1623 1146 84 186 414 477 166 97 1125 355 85
is_linear=0
shrinkage=0.00196078


Tree=9844
num_leaves=31
num_cat=0
split_feature=1 4 155 157 4 2 1 12 49 49 43 16 43 1429 159 160 52 131 481 11 42 157 158 3 3 2 159 0 4 1
split_gain=0.14119 0.0355142 0.0230668 0.0179798 0.0161107 0.0162489 0.0157402 0.015225 0.0150501 0.015969 0.0202127 0.0634947 0.0196147 0.0163003 0.0220991 0.0178406 0.0170065 0.0230627 0.0181983 0.0221037 0.0129926 0.0172565 0.0168749 0.0188961 0.0167763 0.0310069 0.0161163 0.0140839 0.0146725 0.0135185
threshold=0.10312500000000001 0.27287000000000006 0.10158500000000002 -0.09416999999999999 0.40124500000000002 0.091265000000000013 0.15471500000000002 0.093965000000000007 0.11560500000000001 0.085970000000000005 -0.082144999999999982 -0.014034999999999997 -0.079584999999999975 0.083985000000000018 0.03981500000000001 -0.085764999999999994 0.4002400000000001 0.090280000000000013 -0.15447499999999997 0.075910000000000019 0.075730000000000006 0.0092650000000000024 0.112085 -0.11171999999999999 -0.10831999999999999 0.10097500000000002 0.088450000000000015 -0.10011499999999998 -0.078629999999999992 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 8 -3 -4 9 13 11 -11 -12 16 15 -15 18 -18 -1 -20 21 24 23 -22 25 -7 27 -25 -29 -26
right_child=1 6 7 -5 -6 20 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 -19 19 -21 22 -23 -24 26 29 -27 -28 28 -30 -31
leaf_value=0.0069450721680186693 -0.00058693407336249956 0.0014825679840227337 0.0066824627574533224 0.0025009042166515647 0.00092572094396349384 0.0034933584043756131 -0.00076584429180781761 0.0033428219907787136 0.0015834606509527256 0.0034232106059789661 0.0022490305630993601 0.010857178834266961 0.0051765540456593347 0.0011657942418241874 0.00031626017899402691 0.0048237219912698496 -1.41296962773105e-05 0.0038943992668969765 0.0038206521087585862 0.0061840995930407833 0.0061664215003309607 0.0046552058728411795 0.0015221700866029344 0.001800495984714998 0.0032020321638523228 -0.0013450024632254134 0.0062833626373586336 0.0011979835307491678 0.0039443799780366877 0.0013360764971002937
leaf_weight=20 20 282 20 330 22 26 35 43 29 27 37 20 60 20 31 40 26 36 1135 41 33 50 33 43 283 27 22 21 264 45
leaf_count=20 20 282 20 330 22 26 35 43 29 27 37 20 60 20 31 40 26 36 1135 41 33 50 33 43 283 27 22 21 264 45
internal_value=0 0.00203045 0.00264153 0.00232446 0.00361935 0.00364437 0.00123432 0.00440303 0.00383974 0.00388357 0.00488457 0.0065866 0.00405987 0.00377672 0.00248427 0.00360441 0.00387021 0.00225534 0.00395392 0.00390305 0.0032933 0.00290852 0.00369195 0.00387891 0.00267929 0.00102853 0.00366323 0.00348749 0.00374201 0.00294603
internal_weight=0 730 413 350 2391 2369 317 63 1522 1493 144 47 97 1349 91 60 1258 62 1196 1176 847 431 416 383 381 53 350 328 285 328
internal_count=3121 730 413 350 2391 2369 317 63 1522 1493 144 47 97 1349 91 60 1258 62 1196 1176 847 431 416 383 381 53 350 328 285 328
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 1 47 1 0 0 10 4 1 1 2 150 52 0 475 4 12 4 132 13 160 16 49
split_gain=4.66981 0.785349 0.46272 0.377924 0.335009 0.224546 0.163192 0.138446 0.120401 0.108115 0.0987378 0.0748164 0.0689616 0.0574835 0.0571659 0.141844 0.0642469 0.053799 0.0473923 0.0472617 0.0465849 0.0463776 0.0390921 0.039062 0.0379872 0.0365251 0.0421662 0.0854539 0.0587975 0.0364778
threshold=0.104035 -0.40967499999999996 0.13559000000000002 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.40473500000000007 0.14122000000000004 0.092845000000000025 0.13082500000000002 0.085605000000000014 -0.14723999999999998 -0.097024999999999986 -1.0000000180025095e-35 -0.015039999999999998 0.086920000000000011 0.075045000000000014 0.17025000000000004 0.088040000000000021 0.40674500000000008 -0.038659999999999993 -0.087794999999999998 -0.39518999999999993 0.090285000000000018 0.04735000000000001 0.08696000000000001 -0.010384999999999998 -1.0000000180025095e-35 -0.010699999999999999 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 10 -6 14 -5 17 11 -1 18 -3 16 23 20 -4 -12 21 -7 -13 -23 24 -16 26 -15 -28 -29 -24
right_child=1 2 9 8 6 7 -8 -9 -10 -11 12 19 -14 25 15 -17 -18 -19 -20 -21 -22 22 29 -25 -26 -27 27 28 -30 -31
leaf_value=0.00050235094481055015 0.00041741067264901841 0.00014687648628098078 0.00012849076168566822 0.00037821330718407881 0.00037418812780050289 0.00040892443906521926 0.00021989406874620571 0.00027989209593963618 0.00023506327848339941 0.00025130281077096915 0.0003828562307197365 0.00035939156716945124 0.00041776496781552655 0.00019823929515371363 0.00046777815378012776 0.00026369150416310637 0.00045434181593240251 4.9817258776682944e-05 0.00027083715332635477 0.00035311030990937172 0.00034471597483165306 0.00051268703777133972 0.00044153350038293759 0.00037584837345970774 0.00039394743618159048 0.00014372682286218407 0.00033104871939928609 0.00024530954753289384 0.00012416147535630301 0.00036068346563879395
leaf_weight=73 76 52 110 37 86 264 38 41 58 22 53 27 395 113 42 37 105 48 20 25 52 29 866 210 74 23 36 67 20 22
leaf_count=73 76 52 110 37 86 264 38 41 58 22 53 27 395 113 42 37 105 48 20 25 52 29 866 210 74 23 36 67 20 22
internal_value=0 0.000229369 0.000206132 0.000412047 0.000240729 0.000416979 0.000326904 0.000390965 0.000290816 0.000122522 0.000431192 0.000441818 0.000407533 0.00020637 0.000396774 0.000378743 0.000412321 0.00010459 0.000352166 0.000437257 0.000398358 0.000439486 0.000441844 0.0003918 0.000420679 0.000218315 0.000225584 0.000250705 0.000217459 0.00043953
internal_weight=0 691 615 2430 435 2335 124 825 95 180 1510 1042 468 311 784 363 421 158 73 969 316 944 917 326 116 259 236 123 87 888
internal_count=3121 691 615 2430 435 2335 124 825 95 180 1510 1042 468 311 784 363 421 158 73 969 316 944 917 326 116 259 236 123 87 888
is_linear=0
shrinkage=0.00196078


Tree=9846
num_leaves=31
num_cat=0
split_feature=1 3 124 4 2 3 14 42 4 43 2 4 52 1 2 1 52 39 16 43 12 1 0 15 52 159 4 1 13 4
split_gain=3.132 0.525847 0.247319 0.23682 0.203968 0.201593 0.128038 0.120076 0.118119 0.11279 0.105574 0.0701632 0.0628507 0.0675144 0.0996766 0.0564386 0.054746 0.0534909 0.0505 0.0389941 0.0389745 0.0372571 0.0532875 0.0372343 0.0345808 0.0301287 0.0300446 0.0298943 0.0298505 0.0289237
threshold=0.104035 -0.059315 -0.080389999999999989 0.27834500000000006 0.14122000000000004 0.31534000000000006 0.062655000000000016 -0.0060199999999999993 0.27834500000000006 -0.025214999999999998 0.089885000000000007 -0.17966999999999997 -0.56176499999999996 0.089770000000000016 0.09678500000000001 0.122715 0.048770000000000008 0.095830000000000012 -0.008904999999999998 -0.080324999999999994 0.095780000000000018 0.085345000000000018 -0.12333499999999999 0.094035000000000007 -0.066844999999999988 -1.0000000180025095e-35 0.015030000000000002 0.13075500000000004 -0.010739999999999998 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 6 9 8 -1 10 17 21 -11 -12 20 -15 29 -7 -3 -13 28 25 -4 -23 -8 -20 -14 -22 -5 -9 -2
right_child=1 5 4 27 -6 16 23 19 -10 11 12 18 13 14 -16 -17 -18 -19 24 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033141958989015143 0.00036244027980176374 0.00016185272201392955 0.00036080631464585925 0.00020318641813788641 0.00020434066296044233 2.9158476337413731e-05 0.00045124005461687596 0.00027618090165596382 0.00020121341652196386 0.00031059805554251707 0.00039848528744638426 0.00021272823589451711 0.00036974920618084009 0.00014971121748634129 0.00031451705920289584 0.0002317585680757204 0.00012857300603188651 9.2937586522612021e-05 0.00018322764880300522 0.00011636155337898755 0.00032185549343656116 0.00025272769551460111 0.00034416433908248051 0.00036703226661760039 7.7137100873567193e-05 0.00033016293956160842 0.00027847765754766531 0.00012149759676224504 0.00017033524395607545 0.00030153230336553232
leaf_weight=35 53 111 880 61 41 57 52 20 23 21 43 113 94 21 43 29 34 71 27 20 221 26 426 33 21 346 85 24 21 69
leaf_count=35 53 111 880 61 41 57 52 20 23 21 43 113 94 21 43 29 34 71 27 20 221 26 426 33 21 346 85 24 21 69
internal_value=0 0.000187803 0.000337408 0.000262908 0.00034142 0.000148847 0.000343871 0.000239871 0.000340996 0.000169484 0.000342467 0.000203999 0.000325436 0.000321558 0.00026044 0.00030951 6.63024e-05 0.000134968 0.000190095 0.000187342 0.000326801 0.000353374 0.000338905 0.000418548 0.000136813 0.00033862 0.000309806 0.000180121 0.000221967 0.000327992
internal_weight=0 691 2430 236 2334 455 2293 96 2208 364 2185 182 853 810 64 151 91 182 161 61 746 1332 452 85 48 440 306 85 41 122
internal_count=3121 691 2430 236 2334 455 2293 96 2208 364 2185 182 853 810 64 151 91 182 161 61 746 1332 452 85 48 440 306 85 41 122
is_linear=0
shrinkage=0.00196078


Tree=9847
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 2 2 1 0 49 4 49 1 4 150 1 50 4 0 3 160 40 1 475 2 15 48
split_gain=7.15712 1.1729 0.58773 0.561453 0.383137 0.372827 0.245231 0.236334 0.250899 0.196649 0.169464 0.111305 0.172006 0.120647 0.109965 0.109069 0.0977677 0.0972221 0.0832127 0.0831279 0.0799989 0.111345 0.0729145 0.115591 0.0723416 0.0722738 0.0568723 0.0421899 0.0411894 0.0551529
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.09253500000000002 -0.10607499999999999 0.082865000000000008 0.0082450000000000006 -0.054984999999999992 0.083135000000000014 -0.15464999999999998 1.0000000180025095e-35 0.13436000000000001 0.041865000000000006 -0.55119499999999988 -0.079119999999999982 -0.097174999999999984 -0.054789999999999998 -0.077714999999999992 0.13075500000000004 -0.07550999999999998 1.0000000180025095e-35 -0.41942499999999994 0.087310000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 7 11 24 27 17 -4 12 15 20 -2 -1 -10 26 -18 28 -13 -22 23 -23 -3 -5 -6 -9 -7 -30
right_child=1 5 10 25 9 19 -8 8 16 -11 -12 13 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00045513900199410325 0.00029104710306467301 0.00017159864527172548 0.00041695725639493575 0.00024999090975600909 0.00049061815635066577 8.7514854171026827e-05 0.00058009950797769088 0.00039729943194615294 0.00032736104273912954 0.00027960347241509593 0.00024518846307231598 0.00059210399430934327 0.0005348729014331738 0.00040836279999695123 0.0004389515333451129 0.00032985095111137599 0.0002007682150095896 0.00030862204399103259 8.2522987461795648e-05 0.0001643902167518292 0.00048535574959550218 0.00026536879476671125 0.00046064654709862584 0.00043749504400039809 6.3853999344157245e-05 0.00012267620852095336 0.00042068707114463943 0.0002870021284454399 -6.6389859175354496e-05 7.0569367734624037e-05
leaf_weight=44 23 46 34 60 52 29 79 30 20 41 63 23 36 104 121 68 150 27 27 23 1158 20 320 60 50 24 319 24 26 20
leaf_count=44 23 46 34 60 52 29 79 30 20 41 63 23 36 104 121 68 150 27 27 23 1158 20 320 60 50 24 319 24 26 20
internal_value=0 0.000226655 0.000454969 0.000341013 0.00046114 0.000168063 0.000473135 0.000198224 0.000229871 0.000408902 0.000305396 0.000468525 0.000416969 0.000473053 0.000415328 0.000379071 0.000197414 0.000422221 0.000182731 6.12669e-05 0.000477308 0.000475614 0.00044741 0.000394463 0.000115482 0.000213615 0.000430489 0.000348278 2.96424e-05 -6.84237e-06
internal_weight=0 673 2448 228 2351 445 1912 347 251 439 97 1833 148 1685 144 112 197 398 177 98 1581 1558 400 80 96 84 371 54 75 46
internal_count=3121 673 2448 228 2351 445 1912 347 251 439 97 1833 148 1685 144 112 197 398 177 98 1581 1558 400 80 96 84 371 54 75 46
is_linear=0
shrinkage=0.00196078


Tree=9848
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 2 2 45 42 15 2 2 2 4 2 3 3 3 3 158 159 159 13 3 0 4 11 133 3 474
split_gain=0.18714 0.0460311 0.0262201 0.0205232 0.0181744 0.0185841 0.0180014 0.0175002 0.0152737 0.0142062 0.0130115 0.0190618 0.0402394 0.018771 0.012459 0.0146224 0.0173884 0.0135103 0.0157499 0.0125035 0.0176541 0.0124187 0.0119003 0.0115698 0.0113044 0.0109322 0.0108989 0.0108865 0.0140682 0.0124597
threshold=0.10312500000000001 -0.049509999999999992 0.16540500000000002 -0.03898999999999999 0.40124500000000002 0.092235000000000025 0.10276500000000001 0.10526500000000001 0.11159000000000001 -0.41942499999999994 0.14838000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.033174999999999989 0.15109000000000003 -0.14186499999999996 -0.10831999999999999 0.090900000000000009 0.0051600000000000005 0.112085 0.0089800000000000019 -0.08867499999999999 -0.0087749999999999981 -0.15327499999999997 -0.065229999999999996 -0.059649999999999988 0.080455000000000013 -0.097509999999999986 -0.091869999999999993 -0.10160499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 -2 5 26 24 8 10 -8 11 22 -13 -14 15 -7 -17 18 19 20 21 -18 -3 -11 -5 -19 27 28 -1 -29
right_child=1 2 -4 6 -6 14 9 -9 -10 23 -12 12 13 -15 -16 16 17 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0070662027989913312 0.0047696162290112873 0.0015229164924774623 -0.0014448459357954563 0.0045430163647235209 0.0012763645764524963 0.0051679733577436092 0.0031542449025437238 0.0046334722253298178 -0.00039592089916339084 0.0020041572086958461 0.00045639144839885879 0.0067996888975834563 0.0047362029212168781 0.0018722195012732781 0.001363082811058987 0.0011519159011256237 0.0048581314349351572 0.0034283082449408728 0.0063914043297991167 0.001874003931504464 0.0054852972387407842 0.0035000397853693632 -0.0012263164808973669 -0.0012423387129924127 0.002546495672744778 0.00071571186611739303 0.0061061055968249485 0.0066905868425965317 0.004667600008881943 0.0041756099110873473
leaf_weight=28 74 74 25 61 22 74 35 22 31 23 53 21 26 191 21 26 81 39 25 31 65 399 20 21 53 24 35 20 193 1308
leaf_count=28 74 74 25 61 22 74 35 22 31 23 53 21 26 191 21 26 81 39 25 31 65 399 20 21 53 24 35 20 193 1308
internal_value=0 0.00230805 0.00170503 0.00335373 0.00413732 0.00416389 0.00281085 0.00188482 0.00173946 0.0016507 0.00191139 0.00214367 0.00261987 0.00221537 0.00376603 0.00383208 0.00368881 0.00378815 0.00393419 0.00382754 0.00393866 0.00372922 0.000937973 0.000454693 0.00361481 0.00239494 0.00436106 0.00432163 0.0049715 0.00421349
internal_weight=0 730 463 267 2391 2369 193 438 416 79 385 332 238 217 785 764 690 664 601 576 545 480 94 44 114 63 1584 1549 221 1328
internal_count=3121 730 463 267 2391 2369 193 438 416 79 385 332 238 217 785 764 690 664 601 576 545 480 94 44 114 63 1584 1549 221 1328
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 11 47 1 4 2 10 2 12 4 3 15 1 4 47 15 15 1 1447 13 2 1 12 3
split_gain=7.05422 1.19063 0.743301 0.620952 0.429943 0.301871 0.285712 0.259716 0.234677 0.224108 0.207557 0.199318 0.133713 0.107928 0.107207 0.105172 0.0954352 0.0837757 0.0789559 0.138627 0.0769783 0.0731231 0.0667605 0.066725 0.0651092 0.0569488 0.0496717 0.0496623 0.0459787 0.0446879
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.13501500000000002 0.40124500000000002 1.0000000180025095e-35 0.13082500000000002 0.092845000000000025 0.40473500000000007 0.089885000000000007 -0.011559999999999999 0.094835000000000017 0.09320500000000001 0.42051500000000003 0.30112000000000005 -0.41396999999999995 0.088485000000000022 -0.087894999999999987 0.090100000000000013 -0.059484999999999989 0.040760000000000005 0.087135000000000004 -0.082869999999999985 -1.0000000180025095e-35 0.090175000000000019 0.14804000000000003 0.095780000000000018 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 20 6 7 11 12 13 -6 23 27 -1 22 16 -14 25 24 -20 -3 -15 26 -5 -13 -17 -9 -4 29 -26
right_child=1 2 8 5 10 -7 -8 14 -10 -11 -12 18 15 21 -16 17 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00053973833636409424 0.00050379409556927104 0.00024058679735263093 0.00010609914674481301 0.0005270101677355666 0.00046757077502466901 0.00033264225145147311 0.00029382925585986672 0.00064846720619528904 0.00031739758701421395 0.00028723788785787476 0.00027304856216206269 0.00058465319156062367 0.00028168694116175174 0.00045170992418052324 0.00052039106170184907 0.00013357844879453772 0.00012466930734481723 3.309019592901071e-05 0.00051142870070081537 0.00032689113491091279 0.00034314357076311707 0.00030288114469770652 0.00068313153262130244 0.0004964645047259576 0.00042570375981815359 0.00025081150025045839 0.0005161579561365001 -1.0962770013354466e-05 0.00046232782477174814 0.00050112019845604172
leaf_weight=28 74 191 38 932 71 39 24 20 34 66 30 24 46 30 54 66 22 25 29 34 33 22 46 390 33 21 24 22 296 357
leaf_count=28 74 191 38 932 71 39 24 20 34 66 30 24 46 30 54 66 22 25 29 34 33 22 46 390 33 21 24 22 296 357
internal_value=0 0.000269151 0.000240163 0.000495818 0.000303584 0.000503682 0.00050663 0.000508911 0.000164938 0.000371815 0.000409792 0.000503374 0.000143339 0.000441592 0.00058946 0.00017006 0.000230887 0.000133129 0.000478363 0.000411837 0.000255696 0.000388744 0.000630902 0.000517999 0.000484266 0.000161876 0.000576299 6.31764e-05 0.000480754 0.000494739
internal_weight=0 673 599 2448 325 2302 2263 2239 274 146 101 2095 240 80 144 180 68 112 773 63 224 52 90 1322 710 87 44 60 686 390
internal_count=3121 673 599 2448 325 2302 2263 2239 274 146 101 2095 240 80 144 180 68 112 773 63 224 52 90 1322 710 87 44 60 686 390
is_linear=0
shrinkage=0.00196078


Tree=9850
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 4 47 2 1 4 2 14 4 52 1 4 48 1 0 1 11 3 47 4 16 160 16 12 15
split_gain=6.52112 1.04883 0.684929 0.582756 0.395339 0.380969 0.243097 0.193444 0.177086 0.163508 0.147111 0.136978 0.133504 0.121449 0.0861148 0.0681602 0.0879768 0.0709217 0.0699479 0.0709664 0.0621079 0.0554789 0.0526769 0.051088 0.0456399 0.0502914 0.0450807 0.0399847 0.0374329 0.0372072
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.40124500000000002 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.14838000000000004 0.062655000000000016 0.27834500000000006 -0.56176499999999996 0.089770000000000016 -0.111605 0.092205000000000023 1.0000000180025095e-35 -0.038659999999999993 0.091450000000000017 1.0000000180025095e-35 -0.010424999999999999 0.090100000000000013 0.015030000000000002 -0.10850999999999998 -0.067824999999999983 0.15273500000000004 0.090285000000000018 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 23 8 11 12 -5 -7 13 20 -4 -10 18 -17 -18 19 24 -1 -20 -15 -3 28 -26 -24 -21 -16 -13
right_child=1 2 7 9 -6 10 -8 -9 14 -11 -12 29 -14 22 15 16 17 -19 21 27 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00050684366979475057 0.00048693418564535706 0.00023808166289546355 0.00026897151220905215 0.00044011784171752176 0.00030949601733880545 0.00044432216913158214 0.00029298076330032809 0.00029528552674203243 0.00055318510350578487 0.00027139434710358334 0.00028419455070523362 0.00013309282505181413 0.00059638246869121757 0.00020105681123344708 0.00051763243491469602 0.00048052601182327218 0.00026335130263046891 0.00042847875834387894 0.00048080648736459531 0.00033401674532900947 0.0004701156720839072 0.00060927920299125651 0.00019032559944551531 0.0003227681115580102 0.00047722512010844892 0.00041736365408122703 8.2977709089603267e-05 0.000440119823729031 0.00047346663534643819 4.7573471488207133e-05
leaf_weight=1127 71 190 41 34 48 71 24 37 45 63 32 31 59 41 94 35 20 20 28 22 210 24 21 32 111 105 53 36 343 53
leaf_count=1127 71 190 41 34 48 71 24 37 45 63 32 31 59 41 94 35 20 20 28 22 210 24 21 32 111 105 53 36 343 53
internal_value=0 0.00026154 0.000234957 0.000479473 0.000485618 0.000296016 0.000489289 0.000163316 0.000491357 0.000330535 0.000394574 0.000142971 0.000505103 0.000177345 0.000469624 0.000465137 0.000408733 0.000345915 0.000470681 0.000465604 0.000501075 0.000540102 0.000144678 0.000250289 0.000471442 0.000448126 0.000113441 0.000399874 0.000482967 7.91342e-05
internal_weight=0 673 602 2448 2351 325 2303 277 2279 97 103 240 1396 156 883 838 75 40 763 711 1337 52 115 222 653 216 74 58 437 84
internal_count=3121 673 602 2448 2351 325 2303 277 2279 97 103 240 1396 156 883 838 75 40 763 711 1337 52 115 222 653 216 74 58 437 84
is_linear=0
shrinkage=0.00196078


Tree=9851
num_leaves=31
num_cat=0
split_feature=1 3 2 124 4 2 42 2 2 39 484 51 1 4 2 15 11 14 1186 403 12 151 4 3 4 43 15 1426 40 2
split_gain=0.215878 0.0504642 0.0244841 0.023564 0.0211311 0.018901 0.0173042 0.0153624 0.036486 0.0236196 0.0179892 0.0173305 0.0180716 0.0178749 0.0145441 0.0141823 0.0230792 0.0224563 0.0216494 0.0239779 0.0219328 0.0237629 0.0245569 0.0188017 0.033827 0.0184341 0.0195136 0.0161727 0.0139478 0.0136312
threshold=0.10337500000000001 -0.049509999999999992 0.31358000000000003 -0.076779999999999987 0.42642000000000008 0.14122000000000004 -0.0060199999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.11683000000000002 -0.070054999999999992 0.11548000000000001 0.13657000000000002 0.42642000000000008 0.12043500000000001 0.040760000000000005 0.075910000000000019 0.078745000000000009 0.021560000000000003 0.087260000000000018 0.091625000000000012 0.009020000000000002 -0.0070899999999999991 -0.23446499999999998 -0.15289999999999995 -0.073959999999999984 -0.048699999999999993 1.0000000180025095e-35 -0.07632499999999999 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 6 14 15 -1 28 -9 10 -10 12 13 -12 -2 18 -17 -18 20 -20 21 27 -23 -22 -25 -26 29 -5 -3 -27
right_child=1 2 -4 5 -6 -7 -8 8 9 -11 11 -13 -14 -15 -16 16 17 -19 19 -21 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0045350797867659146 0.0043996529559870911 0.0020307228567994656 -0.0013421524741241465 0.0047734862713371198 0.0018780753725175664 0.0023830270671524201 0.0018014340192741276 0.0057209834906047788 -0.00064311566937249156 -0.0012270429714893302 0.0020859164248880307 0.0044135987424315549 0.00045354858716018496 0.0045610588969547941 0.0019817442401259106 0.004705437085085808 0.0091064012100105177 0.0050024713323606803 -0.00042469338513910775 0.0044720317190513016 0.0067314982379321018 0.0042494688123169483 0.00014177567156201061 0.00017955647091622706 0.0046875008056613422 0.0044487628184564027 0.0010160712388289324 0.0075902765295246533 -0.0003355524647594529 0.0023767972562345678
leaf_weight=39 175 53 23 694 57 41 57 29 20 21 138 39 50 37 29 1027 24 30 20 20 20 43 22 27 147 87 34 21 47 50
leaf_count=39 175 53 23 694 57 41 57 29 20 21 138 39 50 37 29 1027 24 30 20 20 20 43 22 27 147 87 34 21 47 50
internal_value=0 0.00247096 0.0018374 0.00444708 0.00358031 0.00451096 0.00291198 0.0020059 0.00233144 0.00200916 0.00224845 0.00246751 0.00213019 0.00260923 0.00405593 0.00454946 0.00481139 0.00682644 0.00431051 0.00202367 0.0043904 0.0046898 0.00285917 0.0037506 0.0035778 0.00386632 0.0031604 0.00485622 0.000918573 0.00369257
internal_weight=0 718 457 2403 261 2307 96 434 334 305 284 264 225 175 204 2266 1081 54 1185 40 1145 780 65 365 345 318 171 715 100 137
internal_count=3121 718 457 2403 261 2307 96 434 334 305 284 264 225 175 204 2266 1081 54 1185 40 1145 780 65 365 345 318 171 715 100 137
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=31
num_cat=0
split_feature=1 12 44 1 3 12 51 4 51 151 34 2 0 3 151 151 3 48 160 43 16 12 4 0 49 0 51 43 43 16
split_gain=0.176608 0.0518673 0.0282373 0.0276368 0.0185373 0.0230315 0.0153435 0.0148863 0.0148819 0.0190221 0.0146389 0.0212469 0.0143743 0.0170122 0.016268 0.0206327 0.0156975 0.0151551 0.0359006 0.0173805 0.0144549 0.0293 0.0306439 0.0211647 0.016976 0.0175209 0.0166767 0.0159328 0.0258941 0.0175286
threshold=0.11846000000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 0.31370500000000007 -0.42850999999999995 0.11218000000000002 0.053180000000000012 0.092545000000000016 0.095500000000000015 -0.021334999999999996 0.11870500000000002 -0.086074999999999985 -0.045649999999999989 -0.088054999999999981 -0.095084999999999989 -0.15447499999999995 0.093265000000000015 -0.059339999999999997 -0.50216499999999986 -0.070454999999999976 0.083815000000000014 -0.055319999999999994 -0.087634999999999977 0.085970000000000005 -0.089964999999999976 -0.085384999999999989 0.0034250000000000005 0.093175000000000022 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 8 12 9 -5 -2 -12 14 17 15 -3 -16 19 -19 -14 27 -22 -23 24 25 -24 -26 29 -29 -18
right_child=4 7 -4 6 5 -7 -8 -9 -10 -11 11 -13 13 -15 16 -17 20 18 -20 -21 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0038358264990981574 0.00020598070723714217 0.0046949347774325701 0.0061042932113715715 0.002586692712125551 0.0023146962678498206 -0.0009848103215127984 0.0050151651282794776 0.0034091518203760579 3.9000941130022214e-05 -0.00060517106670886277 0.0035116998180017688 0.0015003146324876592 0.0064614623905189577 0.0011750253787752064 0.006793425834870765 0.00056937275750731876 0.0049410116316572043 -0.00084591285281238103 0.0041614223329169264 0.0040631194093324946 0.0066475483342739094 0.00015893211869600539 0.0040550676741220653 0.006337406612452 0.0062506176152965056 0.0010744358701830186 0.0025696098356274891 0.0014230231438497349 0.0051058960240334276 0.0069479465284647659
leaf_weight=185 42 27 28 281 34 56 20 285 30 20 83 143 31 21 35 22 146 21 45 1195 35 24 38 31 32 41 20 28 60 62
leaf_count=185 42 27 28 281 34 56 20 285 30 20 83 143 31 21 35 22 146 21 45 1195 35 24 38 31 32 41 20 28 60 62
internal_value=0 0.00386399 0.00300847 0.00284675 0.0015034 0.00026167 0.00232544 0.00408341 0.00216292 0.00237461 0.0019204 0.00223901 0.00418381 0.00399841 0.00458887 0.00284264 0.00474388 0.0040443 0.00256818 0.00412376 0.00460513 0.00399319 0.00349371 0.00398775 0.00343173 0.00250816 0.00483485 0.00506202 0.00393407 0.00553923
internal_weight=0 2763 564 536 358 90 351 2199 331 301 268 226 1914 1313 601 49 552 1292 66 1226 517 221 186 162 131 79 52 296 88 208
internal_count=3121 2763 564 536 358 90 351 2199 331 301 268 226 1914 1313 601 49 552 1292 66 1226 517 221 186 162 131 79 52 296 88 208
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 14 43 1 2 2 4 1 49 0 49 1 4 52 150 4 3 160 1 16 4 12 3 47 1
split_gain=6.87516 1.00948 0.594375 0.567288 0.325537 0.299558 0.218722 0.199359 0.169499 0.147555 0.130137 0.115511 0.115062 0.0919799 0.0911933 0.152001 0.115557 0.104752 0.0905602 0.0863052 0.063906 0.0766131 0.0945731 0.051748 0.0517396 0.0466414 0.0455765 0.0449572 0.0422229 0.0397703
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.10045500000000002 0.062655000000000016 -0.025214999999999998 0.077845000000000011 0.14122000000000004 0.11177500000000001 -0.029144999999999997 0.12205500000000001 -0.054984999999999992 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.048770000000000008 1.0000000180025095e-35 -0.55119499999999988 -0.12018999999999998 -0.080719999999999986 0.076935000000000017 -0.008904999999999998 0.27044500000000005 0.087695000000000009 -0.0063699999999999989 0.090280000000000013 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 14 12 -4 19 25 -12 -3 -2 15 16 -1 20 -6 23 -16 22 -22 -7 -13 -9 -23 -18 -15 -5
right_child=1 4 8 29 18 9 -8 10 -10 -11 11 24 -14 28 17 -17 27 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004427051629521902 0.00027795143866909944 0.00018773399863367902 0.00041284732291010581 0.00021584116588985804 4.0934495548587928e-06 0.00040169868075683109 0.00055242476055154018 0.00034502607013125585 0.00023196520021544681 0.00028260861882438421 0.00032771018365690229 0.00019259356192757312 8.8578421638367888e-05 0.00045139526002527171 0.00055801055544172707 0.00051345265265513606 0.00023949839690627127 0.00039334240181505917 0.00013195570746829869 0.00029911638383625769 0.00027413126912114084 0.00046806668155636262 0.00044601123286959005 0.00045775467039770604 9.1140083687957549e-05 0.00022856140326635511 0.00044632879086642748 0.00034888871523325484 0.00037807697888812727 0.0001213986544528964
leaf_weight=48 23 89 28 60 57 290 79 39 69 41 20 68 91 58 23 36 20 112 34 27 20 695 32 81 27 20 795 52 63 24
leaf_count=48 23 89 28 60 57 290 79 39 69 41 20 68 91 58 23 36 20 112 34 27 20 695 32 81 27 20 795 52 63 24
internal_value=0 0.000210823 0.000434595 0.000316915 0.000156466 0.000440801 0.000451406 0.000183355 0.000284179 0.00039461 0.000230682 0.000192273 0.000137605 0.000391616 0.000447053 0.000401707 0.000368184 0.000451271 5.18662e-05 0.000406148 0.000455417 0.000453886 0.000379904 0.000413937 0.000163759 0.000305547 0.000456468 0.000318503 0.000413221 0.000188858
internal_weight=0 673 2448 228 445 2351 1912 354 97 439 174 115 180 144 1833 156 120 1677 91 398 1565 1542 52 371 95 59 1490 72 121 84
internal_count=3121 673 2448 228 445 2351 1912 354 97 439 174 115 180 144 1833 156 120 1677 91 398 1565 1542 52 371 95 59 1490 72 121 84
is_linear=0
shrinkage=0.00196078


Tree=9854
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 3 376 2 151 1 475 3 2 12 0 41 13 3 401 12 16 4 52 43 1 4 39 15 133 13
split_gain=0.17311 0.0311284 0.0258966 0.0257282 0.0262402 0.0221711 0.0189922 0.0251388 0.0187184 0.0242711 0.0200066 0.0155869 0.0145659 0.0131651 0.0141417 0.0143557 0.0130478 0.018224 0.0144793 0.0140658 0.0126786 0.0179648 0.0157955 0.0185622 0.0122515 0.0121398 0.0120285 0.0117651 0.0117594 0.0117058
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.11171999999999999 0.083785000000000012 1.0000000180025095e-35 0.032230000000000009 0.095950000000000021 -0.068264999999999978 0.0068900000000000012 0.25063000000000007 0.11734000000000001 -0.14832499999999996 0.079395000000000007 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.094384999999999983 -0.087874999999999981 -0.04890499999999999 -0.061194999999999992 -1.0000000180025095e-35 0.13534000000000004 0.053180000000000012 0.098905000000000007 0.099260000000000015 -0.085499999999999979 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 7 -2 9 10 -7 -11 16 14 15 -4 17 -3 19 26 -9 -22 23 -23 -21 29 -19 -5 -12 -16
right_child=1 12 13 27 -6 8 -8 20 -10 11 28 -13 -14 -15 25 -17 -18 18 -20 24 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080012048475091929 0.0040025125851975993 0.0037719295906272774 0.0069295126711949708 0.007135023345195112 -0.00016227282892661887 0.0015937753717880695 0.00036701355129480366 0.0038223439648924075 0.00090378809670385498 0.0015084859302234171 0.0029110387553263344 0.0040930713047938692 -0.001193579423124902 0.0028053947820745667 0.0045439791530608653 0.0038718550095966624 -0.00064965103322590174 0.0049306755198631445 -0.0012871877651195974 0.0018771467918219668 0.0032664127157269311 -0.00068154909065924589 -0.0017993775129850423 0.003483973354425119 -9.8287556816271899e-05 0.0032903167565357717 0.0014624680078122766 0.0039790903709621891 0.0050025569558031224 0.0039504089737056351
leaf_weight=37 119 34 34 21 26 25 32 29 28 70 33 35 24 87 444 28 28 20 20 75 35 20 21 23 54 207 20 27 145 1320
leaf_count=37 119 34 34 21 26 25 32 29 28 70 33 35 24 87 444 28 28 20 20 75 35 20 21 23 54 207 20 27 145 1320
internal_value=0 0.00191505 0.00386418 0.00317247 0.00290933 0.00312344 0.00265924 0.00295621 0.00337928 0.00360432 0.00424276 0.00237001 0.00116003 0.00401002 0.00406157 0.00554864 0.00138507 0.00164055 0.00125713 0.00155823 0.00198348 0.00144483 0.000448648 0.00154652 0.00105022 0.0040148 0.00319657 0.00535981 0.0046148 0.00409981
internal_weight=0 554 2567 447 399 373 279 247 336 308 203 105 275 2120 2033 62 251 223 189 169 128 99 64 43 129 1971 40 48 178 1764
internal_count=3121 554 2567 447 399 373 279 247 336 308 203 105 275 2120 2033 62 251 223 189 169 128 99 64 43 129 1971 40 48 178 1764
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=31
num_cat=0
split_feature=1 52 2 12 12 4 4 2 14 1 2 2 2 4 50 52 51 2 49 15 48 49 457 12 3 4 43 48 16 1
split_gain=6.65671 1.1511 0.660485 0.522449 0.460393 0.336702 0.284173 0.264561 0.221399 0.185375 0.167255 0.130861 0.145917 0.130021 0.107445 0.0939567 0.0885179 0.0824422 0.0745616 0.0722509 0.0830801 0.0709491 0.0640943 0.0698415 0.062441 0.0462611 0.0678969 0.0526523 0.0479698 0.0459727
threshold=0.104035 -0.40967499999999996 0.14285500000000004 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.40473500000000007 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.089885000000000007 -1.0000000180025095e-35 0.10045500000000002 -0.15464999999999998 0.041865000000000006 -0.56176499999999996 -0.085989999999999997 0.094835000000000017 -0.054984999999999992 -0.41942499999999994 0.085790000000000019 0.088340000000000016 0.080930000000000016 0.086915000000000006 -0.014944999999999998 0.033845000000000007 0.064745000000000011 0.095425000000000024 -0.10850999999999998 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 11 7 18 8 10 17 -5 24 -13 -14 19 -12 -15 -1 -6 -4 -21 -19 25 -24 -3 26 27 -17 -27 -18
right_child=1 2 14 5 6 -7 -8 -9 -10 -11 15 12 13 16 -16 22 29 21 -20 20 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00052425393453833108 0.00049965364994986755 0.00024687425439514699 0.00015764908177090119 0.00051203404383036064 0.00033362805838787964 0.00024402219751922815 0.00025057098721408525 0.00033511099335009544 0.00059983375657653897 0.00029689490888724283 0.000565636139643339 0.00040262978619489916 0.00039818174114414291 0.0001086237123144754 0.00022266894810242589 0.00050246336404671354 0.00025877252573104338 0.00031405558270931828 0.00046959801106738854 -1.1204078070294737e-05 0.00013342682225840394 0.00045934041821155228 0.00032410485615286076 0.00047863653716556529 0.00014442247792356827 0.00047892479751916495 0.00043971886790617978 0.00042869241521589096 0.00041634273182048382 0.0001697158342617849
leaf_weight=28 76 35 37 1321 20 20 47 37 86 64 43 26 20 20 30 401 156 24 69 37 26 28 23 22 66 100 103 41 89 26
leaf_count=28 76 35 37 1321 20 20 47 37 86 64 43 26 20 20 30 401 156 24 69 37 26 28 23 22 66 100 103 41 89 26
internal_value=0 0.000271999 0.000243866 0.000490103 0.000277134 0.000497319 0.000373909 0.000499555 0.000502284 0.00037555 0.00049837 0.000239421 0.000263652 0.000247375 0.000119751 0.00047641 0.000232444 0.000438475 0.000439043 8.88756e-05 4.84849e-05 0.000392286 0.000471485 0.000399654 0.000179926 0.000475889 0.000485055 0.00049562 0.000449455 0.00024605
internal_weight=0 691 615 2430 485 2286 136 2266 2229 144 2143 349 248 222 130 822 202 80 89 100 63 52 779 45 101 734 545 442 189 182
internal_count=3121 691 615 2430 485 2286 136 2266 2229 144 2143 349 248 222 130 822 202 80 89 100 63 52 779 45 101 734 545 442 189 182
is_linear=0
shrinkage=0.00196078


Tree=9856
num_leaves=31
num_cat=0
split_feature=1 4 12 15 3 52 52 40 151 51 155 150 0 0 2 1 14 16 12 10 13 13 12 480 4 0 49 481 1210 3
split_gain=0.169927 0.02966 0.0252255 0.0226856 0.0235134 0.0199663 0.032122 0.0231233 0.0227149 0.018551 0.0184461 0.0159127 0.0182597 0.0183076 0.0147932 0.0208963 0.0138362 0.0262635 0.0131415 0.0147272 0.0127507 0.0150389 0.0123206 0.018464 0.0136549 0.0182125 0.0138008 0.0134448 0.0137629 0.0203729
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 0.11924500000000002 -0.088614999999999985 -0.080114999999999978 -0.079954999999999984 0.032230000000000009 0.035765000000000012 0.10158500000000002 0.084680000000000019 -0.019414999999999998 -0.13843999999999998 0.085730000000000015 0.092390000000000014 -0.42495999999999995 -0.16927999999999996 0.10016000000000001 -0.074314999999999978 -0.0075049999999999987 -0.07965499999999999 0.090285000000000018 -0.03031 0.033845000000000007 -0.097024999999999986 0.12497000000000001 0.11290000000000001 -0.063274999999999984 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 7 -7 9 14 11 12 13 -2 15 -8 20 18 19 -18 21 -3 -4 -24 25 -25 27 28 29 -27
right_child=1 16 22 -5 -6 6 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0043517435499414153 0.0010689079215557412 0.0031662055807512093 0.0042115320673171974 0.0052159571877079241 7.2992299325191059e-06 0.0022109604344171074 0.0069878025818616157 -0.001870737867632314 2.8557656332850459e-05 0.0053756112613799895 0.0054191274452023213 0.0012422194478409595 0.00030886242223103814 0.0038598554069575321 0.0024569953912655326 0.0024713059191569867 0.0038626248796429976 -0.0026680476311594249 -0.00067035320151427938 0.0011221087511665629 0.0043393187427326393 -0.00058320753742009408 0.00079474816919260097 0.0061349906637710901 0.0029854514680939543 0.00033182916813530029 0.0016424789041694669 0.0013888291502371431 0.0041696619106176688 0.0038880129905455581
leaf_weight=97 29 23 1143 48 26 35 20 23 20 44 22 81 23 124 113 21 23 20 33 133 23 20 21 37 172 24 27 20 627 49
leaf_count=97 29 23 1143 48 26 35 20 23 20 44 22 81 23 124 113 21 23 20 33 133 23 20 21 37 172 24 27 20 627 49
internal_value=0 0.00191358 0.00384471 0.00316202 0.00291493 0.00311761 0.00268387 0.000592356 0.00324033 0.00356475 0.00264002 0.00240212 0.00293593 0.00333085 0.00304736 0.00467448 0.00117659 0.000777982 0.00114264 0.00152616 0.00243883 0.00142229 0.00398865 0.0037279 0.00379233 0.00396935 0.00386209 0.00394532 0.00401836 0.00271886
internal_weight=0 554 2567 447 399 373 276 58 218 198 279 257 176 153 154 41 275 209 189 156 66 43 2120 977 956 784 747 720 700 73
internal_count=3121 554 2567 447 399 373 276 58 218 198 279 257 176 153 154 41 275 209 189 156 66 43 2120 977 956 784 747 720 700 73
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=31
num_cat=0
split_feature=1 3 12 49 9 4 39 1 474 4 132 3 4 52 48 47 16 160 16 0 12 42 2 156 3 2 42 16 43 43
split_gain=0.1377 0.025786 0.0247712 0.0214711 0.0196344 0.0196125 0.0191327 0.0175702 0.0178828 0.0166999 0.0140091 0.0174972 0.0130138 0.0121695 0.0185364 0.011955 0.0146829 0.0147781 0.0139315 0.0116629 0.0126076 0.0114481 0.0108734 0.0114419 0.0144905 0.0108313 0.01042 0.0103443 0.010032 0.0125736
threshold=0.11146500000000002 0.31299000000000005 0.051320000000000005 -0.15302999999999997 -1.0000000180025095e-35 -0.17966999999999997 0.088025000000000006 0.093575000000000019 0.085295000000000024 -0.036839999999999991 0.10613500000000002 0.42240500000000009 0.40124500000000002 -0.080114999999999978 0.085485000000000019 0.077555000000000013 -0.039889999999999988 0.05259500000000001 1.0000000180025095e-35 -0.14920999999999998 0.086095000000000019 0.086665000000000006 0.14122000000000004 0.10339000000000002 -0.15121499999999996 0.11824000000000001 0.11934000000000002 -0.080789999999999987 -0.11720999999999999 -0.070064999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 -5 -6 9 8 15 25 11 -3 19 14 -9 16 17 -7 -18 20 -4 -15 23 24 -11 -2 -21 -28 -8 -30
right_child=1 10 12 4 5 7 28 13 -10 22 -12 -13 -14 21 -16 -17 18 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0060012580291368064 0.0059043347369879488 0.00047658629393061767 0.0063909103207650687 0.00026506882895773745 0.0042126192966565846 0.00068649104094434092 0.0027341954980886754 -0.0016989826510491021 0.00035484439693391325 0.00019357977706628541 0.0023333279523425378 -0.0029057917068712417 0.0011717429088259285 0.0029709695876705688 0.0019484317891367124 0.0056913563939319416 0.0055931471158853843 0.0035221606798586436 0.0026480058970829025 0.003625547890813464 0.0034351673460117091 0.00039166026072052774 0.00027569812328483048 0.0046572915441910959 0.0026317805198665997 0.0027292597075713621 0.0039786501074559055 0.0017457458915749282 -0.0001605153521413213 0.0019220305103808642
leaf_weight=20 22 65 31 32 83 34 31 22 20 30 26 20 22 79 38 22 36 40 29 1962 27 22 26 21 130 21 32 59 69 50
leaf_count=20 22 65 31 32 83 34 31 22 20 30 26 20 22 79 38 22 36 40 29 1962 27 22 26 21 130 21 32 59 69 50
internal_value=0 0.00165056 0.00344563 0.00279417 0.00265382 0.00283368 0.00202476 0.00249902 0.00317502 0.00256048 0.000302061 -0.000319267 0.00359132 0.00173904 0.000611046 0.00352536 0.00318254 0.00221929 0.00427916 0.00361654 0.00501496 0.00240914 0.00218797 0.00246266 0.00217462 0.00435372 0.00357703 0.00253094 0.00113191 0.000714504
internal_weight=0 511 2610 477 457 425 400 342 181 250 111 85 2133 161 60 161 139 74 65 2111 58 101 207 181 160 43 2053 91 150 119
internal_count=3121 511 2610 477 457 425 400 342 181 250 111 85 2133 161 60 161 139 74 65 2111 58 101 207 181 160 43 2053 91 150 119
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 4 14 1 14 0 1 159 2 49 2 4 1 2 16 0 4 3 1 0 50 3 16 2
split_gain=9.04185 1.50988 0.816982 0.699766 0.579166 0.385486 0.356212 0.35532 0.255439 0.209658 0.198342 0.251014 0.162948 0.161474 0.156841 0.128022 0.120991 0.118848 0.113679 0.101924 0.0854879 0.0783055 0.0830906 0.0989325 0.0768609 0.0765174 0.0727399 0.0703364 0.0660511 0.0647826
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.27287000000000006 0.40124500000000002 0.062655000000000016 0.09253500000000002 -1.0000000180025095e-35 -0.22491999999999998 0.12958500000000003 0.083335000000000006 0.092365000000000017 -0.054984999999999992 -1.0000000180025095e-35 -0.062539999999999984 0.16175000000000003 1.0000000180025095e-35 -0.008904999999999998 0.18019500000000002 -0.39518999999999993 -0.116045 0.091450000000000017 -0.11173999999999999 0.041865000000000006 0.092670000000000016 -0.23935499999999996 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 13 8 10 -4 -1 27 -8 16 24 -2 -3 -18 26 -19 -21 22 -16 -24 25 28 -6 -12 -13 -5
right_child=1 4 9 29 18 -7 12 -9 -10 -11 11 14 -14 -15 21 -17 17 19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074010178033688165 0.00039170211026618113 0.00026829543786756452 0.00051744509415299286 0.0003340437414369488 0.00011964070528526517 0.00040306734920591967 0.00027778472446878552 0.00034327224171659573 0.00068857059716284619 0.00032638887032881552 0.00050249531903230312 0.00059429772078672201 0.00015031258820813283 0.00023718955848986905 0.00061203629132148771 0.00055128888570688624 0.00053411131980372407 0.00047006614561658037 -6.0029492655248979e-06 0.00038748491503277417 0.0002315030348053079 0.0004339356851928374 0.00041722820934349969 0.00055448636648654757 0.00055577314110564731 0.00059982606696761811 0.00024409521473389045 0.00034350333424905936 0.00044401782070177797 0.00021192851856085713
leaf_weight=29 23 30 34 61 65 48 83 24 85 63 23 22 72 40 95 121 23 29 21 35 22 20 21 523 203 1215 25 20 23 23
leaf_count=29 23 30 34 61 65 48 83 24 85 63 23 22 72 40 95 121 23 29 21 35 22 20 21 523 203 1215 25 20 23 23
internal_value=0 0.000313084 0.000569705 0.000442834 0.000246606 0.000576981 0.000287385 0.000580606 0.000583105 0.000393357 0.000579019 0.000576862 0.000218572 0.000346972 0.000579867 0.000525799 0.000378564 0.000408913 0.000123901 0.00037543 0.000327281 0.00055475 0.000558531 0.000549188 0.000591181 0.000596885 0.000154211 0.000428546 0.000517488 0.000300607
internal_weight=0 673 2448 228 445 2351 334 2303 2279 97 2194 2165 155 179 2122 144 139 109 111 86 57 659 639 544 1463 1260 90 43 45 84
internal_count=3121 673 2448 228 445 2351 334 2303 2279 97 2194 2165 155 179 2122 144 139 109 111 86 57 659 639 544 1463 1260 90 43 45 84
is_linear=0
shrinkage=0.00196078


Tree=9859
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 0 49 1 4 2 150 4 49 12 4 40 3 1 1 1 0 0 43 49
split_gain=5.84414 0.891111 0.530218 0.438983 0.39509 0.287896 0.197764 0.194048 0.184808 0.159781 0.128041 0.101571 0.183609 0.107723 0.106565 0.0992371 0.0871446 0.0850203 0.0845118 0.0753467 0.0829287 0.0646027 0.063753 0.0611684 0.0573869 0.0538998 0.0712118 0.0515528 0.065307 0.0499073
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.10613000000000002 0.15109000000000003 -0.10607499999999999 0.082865000000000008 0.083135000000000014 0.0061450000000000003 0.31358000000000003 1.0000000180025095e-35 -0.15289999999999995 -0.054984999999999992 0.087695000000000009 -0.51843499999999987 -0.077474999999999988 -0.13927999999999999 0.13075500000000004 0.12958500000000003 0.076935000000000017 -0.030209999999999997 -0.065229999999999996 -0.065269999999999981 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 7 6 11 21 -4 24 16 12 13 -1 19 -6 25 -11 -2 20 -13 -3 -22 -5 -9 26 -7 -21 -29 -15
right_child=1 4 8 23 15 10 -8 9 -10 17 -12 14 -14 29 -16 -17 -18 -19 -20 27 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00045627597160724336 0.00030563606150950108 0.00020932828883951686 0.00042994543534060112 0.00026969157156284926 0.00013001908007513534 0.00043109175470078731 0.00057015791141319444 0.00040462999459626764 0.00025056861512017442 0.00035499644630095534 0.00026816440403572761 0.00061252345057094797 0.000541655421257019 0.00040882071232324049 0.00041396712254294579 -6.6300377646392137e-06 0.00031893556554089575 0.00021958257885349325 0.00043529817887921903 0.00046762842936223727 0.00037836254629142142 0.00010757609835120381 0.00049066221999159959 0.00015256598689197714 0.00027226335095132097 0.00047384139749031748 0.00034369402923605647 0.0003227418716897302 0.00046665965266303908 0.00029345928237377289
leaf_weight=42 23 47 34 60 84 285 76 34 63 20 21 21 35 21 112 27 28 164 121 773 20 49 689 24 20 92 41 22 27 46
leaf_count=42 23 47 34 60 84 285 76 34 63 20 21 21 35 21 112 27 28 164 121 773 20 49 689 24 20 92 41 22 27 46
internal_value=0 0.000249198 0.00045551 0.000348876 0.000198127 0.000461371 0.000472174 0.000231808 0.000313443 0.000261824 0.000417789 0.000468055 0.000418096 0.000378422 0.000472378 9.67801e-05 0.000424835 0.000234301 0.000414588 0.000476594 0.000491091 0.000157392 0.000487494 0.000236227 0.000355605 0.000431928 0.0004201 0.000463719 0.000402044 0.000329617
internal_weight=0 673 2448 228 445 2351 1884 334 97 238 467 1808 144 109 1664 111 446 184 144 1552 730 96 709 84 54 418 326 822 49 67
internal_count=3121 673 2448 228 445 2351 1884 334 97 238 467 1808 144 109 1664 111 446 184 144 1552 730 96 709 84 54 418 326 822 49 67
is_linear=0
shrinkage=0.00196078


Tree=9860
num_leaves=31
num_cat=0
split_feature=1 3 12 4 376 2 44 4 3 0 14 150 43 40 52 150 39 1 12 0 16 43 3 4 12 447 11 16 15 51
split_gain=0.171339 0.0286554 0.0253694 0.0239539 0.0268128 0.0265948 0.0225946 0.0240063 0.0252441 0.0329637 0.0180997 0.0176584 0.0168416 0.019112 0.0152359 0.0151901 0.0135575 0.0134608 0.0134602 0.013425 0.0145433 0.0133333 0.0166116 0.0150006 0.0127189 0.0133192 0.0142729 0.0201933 0.0186356 0.0243561
threshold=0.10920500000000001 0.31370500000000007 0.051320000000000005 0.41257000000000005 0.083785000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 -0.071924999999999989 -0.47071999999999997 -0.07848999999999999 -0.086909999999999987 -1.0000000180025095e-35 0.048770000000000008 0.091105000000000005 0.10076500000000001 0.10124500000000002 0.093965000000000007 0.056435000000000006 0.25084500000000004 -1.0000000180025095e-35 0.149315 0.024790000000000003 0.11734000000000001 0.088380000000000014 1.0000000180025095e-35 0.0057500000000000008 0.040760000000000005 0.10411500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 18 7 19 9 11 -5 -9 -11 -14 -3 17 -12 -13 -2 20 -1 -7 23 -23 25 26 27 -4 29 -28
right_child=1 14 24 10 -6 21 -8 8 -10 12 16 15 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0073874963743781503 0.0055744452565927444 -0.00042292090262943769 0.004195761617464073 0.0042731775296851997 3.8941962451770393e-05 0.00066902621198469442 0.0060138451709429285 0.00071151258113483597 1.3149074617434633e-05 0.0031583851309154526 0.001587185758035048 0.0045632082563956122 0.0017768669918454675 -0.0024943514371989295 0.0021697103497846162 0.0018464448446840313 -0.00054247502613669399 0.0023982456283799065 0.003425853029895936 0.0027208897562151584 0.0041567455241946797 0.0060092262934300714 0.0010613619436204819 0.0024289011489599943 0.0028547085835678699 0.0018405825027282567 0.0049936752583611237 0.0033421615923961167 0.006552269568289016 0.0012936923642304133
leaf_weight=22 49 68 1499 20 29 39 27 21 33 22 128 142 22 20 34 35 39 36 72 29 38 22 29 25 87 26 93 340 53 22
leaf_count=22 49 68 1499 20 29 39 27 21 33 22 128 142 22 20 34 35 39 36 72 29 38 22 29 25 87 26 93 340 53 22
internal_value=0 0.00195526 0.00389439 0.00229691 0.00290844 0.00326104 0.00320976 0.0030295 0.00263747 0.00292808 0.0014303 0.00347812 0.000917008 -0.000257047 0.00044129 0.00375088 0.00108984 0.00412535 0.00429594 0.00448749 0.00534135 0.00217215 0.00294349 0.0041048 0.00403875 0.00408941 0.00411855 0.00403795 0.00500085 0.00428585
internal_weight=0 554 2567 452 265 236 447 420 331 298 187 234 64 42 102 213 167 178 121 89 60 115 76 47 2120 2033 2007 1839 168 115
internal_count=3121 554 2567 452 265 236 447 420 331 298 187 234 64 42 102 213 167 178 121 89 60 115 76 47 2120 2033 2007 1839 168 115
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=31
num_cat=0
split_feature=1 12 1375 1456 44 14 16 475 0 1 1 16 10 0 401 42 12 123 34 13 13 16 149 49 3 0 16 0 1427 4
split_gain=0.139353 0.0396287 0.0241798 0.0225539 0.0242244 0.0181797 0.0180379 0.0355886 0.020921 0.0251214 0.0204454 0.017262 0.0155674 0.0234894 0.0193904 0.0146498 0.0130975 0.0127929 0.0150364 0.0138647 0.0193227 0.011743 0.0116539 0.0122249 0.0392418 0.0472282 0.0116456 0.0148164 0.0110633 0.0173159
threshold=0.11846000000000002 0.051320000000000005 -0.096099999999999977 -0.084824999999999998 0.081805000000000017 0.083150000000000016 0.15273500000000004 -0.08230999999999998 0.041630000000000007 0.095950000000000021 0.10234000000000001 -0.013024999999999998 -0.079859999999999987 -0.05208999999999999 0.085900000000000018 -0.011544999999999998 0.099815000000000015 0.12630500000000003 -0.021334999999999996 0.10935500000000002 -0.28558999999999996 0.24134000000000003 0.079625000000000015 -0.014169999999999999 -0.082039999999999988 -0.098289999999999975 -0.059624999999999991 -0.14920999999999998 0.083935000000000023 -0.016959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 11 -10 26 13 -2 17 -11 22 18 -14 20 -20 -8 23 24 25 -3 27 -9 -25 -30
right_child=12 16 3 4 -6 -7 21 8 10 15 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.00017688901529514366 0.0013958303517111663 -0.0024237774212711623 0.0060498857737651896 -0.0015908696031450139 0.0059531952896908153 0.0054405965997527048 0.005725759682668881 0.002047626961299604 -0.0017137287751488066 0.0044520086786221892 0.0025027367610322392 0.0056710481630372154 0.00036391662162107725 -0.0029472877603257076 -0.0011782271747031938 0.0016523970616339392 0.0030848759949485367 -0.00059637139784172186 0.0010229418674183623 0.00020600042950648528 0.0032825916960940987 0.0030579984662560465 0.0055186775732888951 0.0037305162506579403 0.0056828785695584626 0.0028979022233361768 0.0011115921322767542 0.0050848558202334169 0.0073421353093263784 0.0036216727329482293
leaf_weight=28 33 21 21 24 22 21 22 29 23 21 23 35 45 20 23 170 370 20 52 26 139 66 36 1605 35 81 23 36 22 29
leaf_count=28 33 21 21 24 22 21 22 29 23 21 23 35 45 20 23 170 370 20 52 26 139 66 36 1605 35 81 23 36 22 29
internal_value=0 0.00343569 0.00268789 0.00283754 0.00270655 0.00256167 0.00243358 0.00213764 0.00238621 0.00267799 0.000394504 0.0037926 0.00133881 -0.000243082 0.0016137 0.00196021 0.00362749 0.00184141 0.0020275 0.00237248 0.0026674 0.00372494 0.00373725 0.00370149 0.00279366 0.00180226 0.00304548 0.00372978 0.00377659 0.00522658
internal_weight=0 2763 564 536 515 493 472 384 360 314 46 123 358 53 305 191 2199 282 262 217 191 88 1829 1793 137 102 88 65 1656 51
internal_count=3121 2763 564 536 515 493 472 384 360 314 46 123 358 53 305 191 2199 282 262 217 191 88 1829 1793 137 102 88 65 1656 51
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=31
num_cat=0
split_feature=1 1 12 12 2 4 2 11 4 1 4 2 3 1 2 12 0 150 159 2 2 1447 1 12 16 15 10 4 11 2
split_gain=6.41731 1.01763 0.626645 0.602005 0.37172 0.283573 0.26117 0.235791 0.228981 0.226659 0.206597 0.178581 0.14001 0.0981533 0.128598 0.0879532 0.0843574 0.0808087 0.117518 0.112758 0.0736958 0.0736921 0.0723751 0.0640087 0.0590725 0.0582495 0.0573529 0.0525449 0.0484509 0.0480454
threshold=0.104035 0.12337000000000002 -0.029094999999999999 0.087215000000000015 0.13501500000000002 0.27834500000000006 0.17025000000000004 1.0000000180025095e-35 0.40945500000000007 0.09253500000000002 0.40473500000000007 0.089885000000000007 0.30112000000000005 0.088485000000000022 0.09678500000000001 0.09320500000000001 -0.033209999999999996 1.0000000180025095e-35 0.08154500000000002 0.11474000000000002 0.094835000000000017 -0.082869999999999985 0.087135000000000004 0.082480000000000012 0.19444000000000003 -0.059484999999999989 -0.38124499999999995 -0.49405499999999997 0.080150000000000013 0.13754500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 17 5 7 8 11 12 20 -5 22 16 21 -15 28 29 18 19 -2 -1 -13 -4 -24 -23 -22 -8 -17 -9 -3
right_child=1 6 4 10 -6 -7 26 15 -10 -11 -12 13 -14 14 -16 27 -18 -19 -20 -21 25 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051239430117750958 0.00040398820044071067 0.0003816756360073459 0.00051170451577294657 0.00045977950180103253 0.00029844295841259175 0.00027000437151979313 0.00010454790977408815 0.00066102947974217008 0.0001521393977424142 0.00027147573275482874 0.00028564178971966602 0.00057792907909435382 0.00013457040514949702 0.00026006447352176787 0.00045345079653852843 0.00044540520223647042 0.00020223594721660834 0.00022654510787514535 0.00022542474204899942 0.00025762936117550768 0.00044184129551667634 0.00047731994462264668 0.00040653163477215456 0.00048848025727319462 0.00043399868586752109 0.00030804301002818209 -2.7779548100250607e-05 0.00057130456409033598 0.00056841224193477594 0.00026576998515748511
leaf_weight=26 50 44 932 127 39 22 34 39 133 67 33 24 22 20 39 26 21 102 51 34 29 528 41 345 157 22 20 25 49 20
leaf_count=26 50 44 932 127 39 22 34 39 133 67 33 24 22 20 39 26 21 102 51 34 29 528 41 345 157 22 20 25 49 20
internal_value=0 0.000266182 0.000480328 0.000330935 0.000488231 0.000491525 0.000178742 0.000493715 0.000206463 0.000354871 0.000423864 0.000488505 0.000273987 0.000464738 0.000387896 0.00057191 0.000310072 0.000268199 0.00029967 0.000344748 0.000427436 0.000471133 0.000502354 0.000479776 0.000467391 0.000384124 5.55377e-05 0.000507121 0.000609459 0.000345455
internal_weight=0 691 2430 397 2286 2247 294 2225 240 144 160 2086 107 768 59 139 85 237 135 84 77 709 1318 386 685 51 54 51 88 64
internal_count=3121 691 2430 397 2286 2247 294 2225 240 144 160 2086 107 768 59 139 85 237 135 84 77 709 1318 386 685 51 54 51 88 64
is_linear=0
shrinkage=0.00196078


Tree=9863
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 14 159 4 2 2 4 2 14 52 1 2 10 2 12 15 1 15 42 15 52 4 0
split_gain=8.58824 1.28811 0.82026 0.801139 0.520463 0.4347 0.328403 0.316638 0.307021 0.25439 0.230953 0.181932 0.175428 0.163607 0.113523 0.094563 0.0932981 0.0986615 0.148717 0.0698525 0.086337 0.0674988 0.0778743 0.0640032 0.0637653 0.061854 0.0611589 0.0587224 0.0753236 0.089746
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.062655000000000016 -1.0000000180025095e-35 0.40473500000000007 0.089885000000000007 0.14753000000000002 0.40945500000000007 0.094835000000000017 0.097795000000000007 -0.56176499999999996 0.088975000000000012 0.097845000000000015 -1.0000000180025095e-35 0.10497000000000002 0.09202500000000001 1.0000000180025095e-35 0.087135000000000004 -0.059484999999999989 0.090545000000000014 -0.11033999999999998 0.40674500000000008 -0.39518999999999993 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 4 7 19 6 8 14 11 -4 -6 23 13 -11 -1 -10 -13 21 -19 -3 -21 -18 26 27 -16 -2 -23 28 -5 -30
right_child=1 2 9 5 10 -7 -8 -9 15 12 -12 16 -14 -15 24 -17 17 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00062965088345526212 0.00061184923876734338 0.0002356919067742647 0.00040385974135648787 0.00071658503883717799 0.00054278974785260884 0.00033544916336510333 0.0004096754604587245 0.00034130432863454309 0.00074301064952026169 0.00032964202211565745 0.00033759667057227464 0.00065287999857484909 0.00013149589591331906 0.00019515379556358197 0.00053083770798218258 0.00058937303274504693 0.00059220957896868767 0.0003615318803086508 0.00055463601345194784 0.00043770315527331597 0.00031168830989745244 0.00062315318514319026 0.00058387231565097837 0.00058214768134672739 0.0003908478088823019 0.00049075067676360314 0.00052110119565642969 0.00051824238136702892 0.00061461580390071444 0.00048778347817121767
leaf_weight=26 50 38 26 27 71 26 38 69 67 52 30 45 91 105 29 20 272 23 46 24 162 25 183 393 22 24 233 25 857 22
leaf_count=26 50 38 26 27 71 26 38 69 67 52 30 45 91 105 29 20 272 23 46 24 162 25 183 393 22 24 233 25 857 22
internal_value=0 0.000328514 0.000298363 0.000578615 0.000364987 0.000587548 0.000590428 0.000437766 0.000593497 0.000219339 0.000481841 0.000588879 0.000199995 0.000239698 0.000524206 0.000707692 0.000566062 0.000561066 0.000490268 0.000312298 0.000327948 0.000567917 0.000552934 0.000603131 0.00047045 0.000572574 0.00053099 0.000611988 0.000614575 0.000611441
internal_weight=0 673 599 2448 325 2302 2276 146 2238 274 101 2151 248 157 77 87 827 782 69 224 186 713 441 1324 51 74 258 931 906 879
internal_count=3121 673 599 2448 325 2302 2276 146 2238 274 101 2151 248 157 77 87 827 782 69 224 186 713 441 1324 51 74 258 931 906 879
is_linear=0
shrinkage=0.00196078


Tree=9864
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 4 2 14 1 2 4 49 1 1447 1 391 4 43 12 16 1 1 52 50 1 1 133 15
split_gain=4.91403 0.837027 0.440568 0.375489 0.298896 0.28524 0.223734 0.176388 0.167176 0.162944 0.135529 0.123127 0.089038 0.0712778 0.0633647 0.0600194 0.0583314 0.0489758 0.0543734 0.0629683 0.0553251 0.0536983 0.0482288 0.0482115 0.0465864 0.0442534 0.0425459 0.0418731 0.0397342 0.0365645
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.14122000000000004 -1.0000000180025095e-35 0.40124500000000002 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.089885000000000007 -0.15289999999999995 -0.054984999999999992 0.16175000000000003 -0.082869999999999985 0.13075500000000004 -1.0000000180025095e-35 0.0052350000000000009 0.064745000000000011 0.09141500000000001 -0.44310499999999992 0.12408500000000001 0.091450000000000017 -0.16675999999999999 0.041865000000000006 0.12000500000000001 0.12958500000000003 -1.0000000180025095e-35 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 26 9 27 11 -4 23 -10 -2 25 -13 28 -17 19 -19 -21 -20 -14 -1 -11 29 -3 -8 -5 -6
right_child=1 4 10 16 14 -7 8 -9 12 24 -12 15 22 -15 -16 17 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046026652478508526 0.00030477941474394565 0.00020857648272676015 0.000422195260639952 0.00020624275066941284 0.00013647944554848868 0.00027986915114223027 0.00039729035149017969 0.00028105482451763807 0.00035484797010819119 0.00044813672258682986 0.00026045151977977416 0.00050133195454860253 0.00023600055187418507 0.0004238574653791466 1.2826009798728896e-05 0.00032578466295757715 0.00015818138246947986 0.00044343925306338677 0.00045151383089658359 0.00029606232310042661 0.00041281518847104169 0.0003824563800562214 0.00015896332835435979 0.00042790722467151343 0.00055635415523300343 0.00020254873341935524 0.00011952077002617056 0.00028422237026925177 0.00031095191094374628 3.5717850322743841e-05
leaf_weight=1127 23 30 28 22 45 41 34 25 20 20 69 38 122 121 21 20 24 477 57 20 71 180 42 210 65 25 66 20 38 20
leaf_count=1127 23 30 28 22 45 41 34 25 20 20 69 38 122 121 21 20 24 477 57 20 71 180 42 210 65 25 66 20 38 20
internal_value=0 0.000247458 0.000436641 0.000344064 0.000197961 0.000441984 0.000227256 0.000444861 0.000259487 0.000446653 0.00030714 0.000443399 0.000231334 0.000404838 0.000109811 0.000425141 0.000239879 0.000421631 0.000424013 0.000434422 0.000387155 0.000399065 0.000216272 0.000455184 0.000530891 0.000132441 0.000147351 0.000355413 0.000272559 0.000105476
internal_weight=0 673 2448 228 445 2351 334 2310 238 2285 97 2200 184 144 111 863 84 825 805 568 91 237 164 1337 85 90 96 54 60 65
internal_count=3121 673 2448 228 445 2351 334 2310 238 2285 97 2200 184 144 111 863 84 825 805 568 91 237 164 1337 85 90 96 54 60 65
is_linear=0
shrinkage=0.00196078


Tree=9865
num_leaves=31
num_cat=0
split_feature=1 4 12 15 4 15 1 2 3 16 2 2 42 0 40 12 1 13 16 402 1209 2 42 1213 1 3 1 48 150 15
split_gain=0.201417 0.0325841 0.0288502 0.0204576 0.0209966 0.0310748 0.0204143 0.020079 0.0193873 0.0205937 0.0189704 0.0213057 0.0164259 0.0162221 0.0152287 0.0149072 0.0199063 0.0165696 0.0136663 0.0135183 0.019639 0.0174025 0.0153698 0.0339509 0.0127292 0.0121742 0.016641 0.0132404 0.0121294 0.0116752
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.035560000000000008 -0.17966999999999997 -0.033689999999999991 0.085605000000000014 0.25063000000000007 -0.034684999999999994 -0.23935499999999996 0.10699500000000002 0.079055000000000014 0.090990000000000015 -0.068944999999999992 -0.0061149999999999998 0.087695000000000009 0.089875000000000024 -0.14819499999999997 0.15273500000000004 -0.094749999999999987 0.087170000000000011 0.084715000000000013 0.090835000000000013 0.10210000000000001 0.13408500000000004 0.12178000000000001 0.14089500000000002 0.10142000000000002 0.11117000000000002 0.099260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 14 -3 24 -10 11 -7 13 -8 -6 16 17 -4 25 21 22 -19 23 28 -2 -11 27 -27 -21 -5
right_child=1 7 15 29 5 10 12 -9 9 18 -12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0048711465450305448 0.0042600412463831795 0.0016659933288926743 0.0071327918725963245 0.007265501300848666 0.0038155217673264299 -0.00012018125659475725 0.0036589819060089106 -0.0013615787834472335 0.0051498907629866156 -0.00035085550127515681 -0.0014326978614553811 0.003795635250593698 0.00020831334062677343 0.00060284433769993481 0.0067180767688634138 0.0042295546593132931 0.0018824446824905667 0.0052352038566910088 0.0040389230253086205 0.0048878262540398461 0.0078234221585179592 0.0013303422508761289 0.0067373119760304693 0.00061240267124958343 0.0015155155688989907 0.0015967924274531576 -0.00052669376833364373 0.004745221979035044 0.002440870100898402 0.0041216498654749667
leaf_weight=71 109 251 31 21 51 24 132 24 20 33 20 33 20 20 28 1346 23 21 21 573 22 25 38 20 20 34 20 22 21 27
leaf_count=71 109 251 31 21 51 24 132 24 20 33 20 33 20 20 28 1346 23 21 21 573 22 25 38 20 20 34 20 22 21 27
internal_value=0 0.00217424 0.0042767 0.00354661 0.00331197 0.00297446 0.00351357 0.00140177 0.00293564 0.00216259 0.00121711 0.00214687 0.00290238 0.00325686 0.00484428 0.00443064 0.00478033 0.00486908 0.00170301 0.00477161 0.00488481 0.003113 0.00478566 0.00466487 0.00383453 0.00125297 0.00194937 0.00283368 0.00480132 0.00549708
internal_weight=0 554 2567 447 399 328 251 275 279 150 77 57 172 152 79 2120 774 751 130 720 674 46 652 614 129 109 76 56 594 48
internal_count=3121 554 2567 447 399 328 251 275 279 150 77 57 172 152 79 2120 774 751 130 720 674 46 652 614 129 109 76 56 594 48
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 4 1 2 14 0 2 52 4 1 0 159 1 4 1 10 3 3 0 47 14 16 16 0
split_gain=5.75433 0.947873 0.542801 0.490947 0.384643 0.302143 0.202621 0.177054 0.136697 0.107265 0.100147 0.0926037 0.0810482 0.0766111 0.0708383 0.0636301 0.0569697 0.0578083 0.0713384 0.0606358 0.0595698 0.0542238 0.0531346 0.0974504 0.057711 0.0528522 0.0675324 0.0516485 0.0509969 0.0499661
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.14122000000000004 0.089775000000000008 0.40473500000000007 0.077845000000000011 0.17025000000000004 0.062655000000000016 -0.23091999999999999 -1.0000000180025095e-35 -0.56176499999999996 -0.17966999999999997 0.12337000000000002 0.18019500000000002 0.082585000000000006 0.089770000000000016 0.038415000000000012 0.085110000000000005 -0.38124499999999995 0.30112000000000005 0.076840000000000006 -0.036484999999999997 0.090100000000000013 -0.23083499999999998 -1.0000000180025095e-35 -0.016164999999999995 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 10 -6 -5 22 12 -8 27 -13 -3 25 17 18 19 -15 29 -11 23 24 -4 26 -16 -1 -20 -19
right_child=1 2 9 8 7 -7 11 -9 -10 21 -12 13 -14 16 15 -17 -18 20 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00032780596825105493 0.00046444377497653595 0.00034256799913504543 7.9225236051940027e-05 0.00043752460899640198 0.00040986937354659886 0.00029942568129668793 0.00033109065891155019 0.00024943920135905563 0.00027438653151937783 0.0001162868164945079 0.00056317042684428278 0.00053054220971047897 0.00048347897750743374 0.00045748383785353802 0.00031129848166350639 0.00017583415999367519 0.00034228635805786826 0.00049081321207442984 0.00030745138695427015 0.0004124888952653635 0.00058476834466644366 -1.6424735944133763e-05 0.0001214067314002915 0.00030647125262523589 0.00021240369653224725 0.00031670596990157049 0.0002123598611968405 0.00046095860014164371 0.00043035133504400067 0.00038936735173456032
leaf_weight=21 76 21 22 28 87 41 26 38 67 29 59 43 1285 485 32 76 20 84 25 151 20 20 51 24 29 31 155 24 27 24
leaf_count=21 76 21 22 28 87 41 26 38 67 29 59 43 1285 485 32 76 20 84 25 151 20 20 51 24 29 31 155 24 27 24
internal_value=0 0.00025786 0.000232331 0.000460643 0.000269068 0.000466265 0.000469247 0.000361099 0.000322469 0.000139963 0.000484121 0.000446417 0.000480615 0.000449828 0.000232548 0.000224689 0.000445676 0.00044821 0.000441092 0.000446801 0.000486473 6.21188e-05 0.000170236 0.00020344 0.000154954 0.000241721 0.000229291 0.000398821 0.000371265 0.00046827
internal_weight=0 691 615 2430 440 2335 2294 125 95 175 1389 905 1330 879 315 294 836 816 688 636 128 49 126 75 51 218 187 45 52 108
internal_count=3121 691 615 2430 440 2335 2294 125 95 175 1389 905 1330 879 315 294 836 816 688 636 128 49 126 75 51 218 187 45 52 108
is_linear=0
shrinkage=0.00196078


Tree=9867
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 1 2 4 49 1 1 0 0 1 2 1447 157 159 47 52 1 40 50 4 16 474 2
split_gain=5.6538 0.886856 0.460979 0.444763 0.348972 0.27114 0.220599 0.169002 0.163668 0.155853 0.0982609 0.0978805 0.0955768 0.0766208 0.0733569 0.0731866 0.0713865 0.0659938 0.0608885 0.0548664 0.0504255 0.0496172 0.0429347 0.042195 0.0416258 0.0408001 0.0405155 0.0646384 0.0445525 0.0398764
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.10613000000000002 0.09253500000000002 0.089885000000000007 -0.062539999999999984 -0.054984999999999992 0.085760000000000017 0.16175000000000003 -0.23091999999999999 -0.14116499999999996 0.12408500000000001 -1.0000000180025095e-35 -0.082869999999999985 -0.41966499999999995 0.082585000000000006 0.091680000000000011 0.40674500000000008 0.13075500000000004 -0.077474999999999988 0.041865000000000006 -0.39518999999999993 0.013515000000000001 0.088510000000000019 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 9 24 -8 -4 12 -9 -2 15 25 -11 -1 -12 -14 -16 -20 -21 -13 26 29 -3 -6 -17 -28 -29 -5
right_child=1 4 8 23 13 -7 7 10 -10 14 16 21 17 -15 18 22 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00057746761209434929 0.00033168444452576001 0.00022422267296016703 0.00046124755004216776 0.00036335603571405596 0.00013097426893916679 0.00034572650283556797 0.00038709434311251316 0.00038407658062436999 0.0002914744259850058 0.00036959228270194109 0.00027552339821646697 0.00050432479563314195 0.00040692494514451183 2.590341721317904e-05 0.00055204016619873246 0.0005952708301396151 0.00018927307633000395 0.00049131448124814622 0.00057030068229014011 0.00046415469765909032 0.00050622261865484097 0.00042661653182244291 0.00042811865368841379 0.00019955637718678689 0.00014298113461557019 0.00023088516906541299 0.00051847752455806185 0.00041638310636931997 0.00052882336956613203 0.00025895401339579043
leaf_weight=75 24 48 34 22 55 48 57 24 61 25 127 68 39 21 40 24 52 412 22 669 131 59 22 24 49 22 766 42 20 39
leaf_count=75 24 48 34 22 55 48 57 24 61 25 127 68 39 21 40 24 52 412 22 669 131 59 22 24 49 22 766 42 20 39
internal_value=0 0.000285122 0.000486126 0.000382658 0.000234531 0.000491573 0.000262982 0.000292753 0.000352235 0.000494634 0.000266264 0.000446522 0.000507518 0.000130888 0.000474298 0.000518687 0.000250467 0.000484017 0.000477335 0.0004737 0.000471043 0.000468224 0.000513642 0.000269205 0.000183183 0.00015952 0.000515851 0.000513549 0.000452654 0.000296607
internal_weight=0 691 2430 236 455 2335 357 260 95 2287 203 151 1400 98 887 949 179 451 862 822 800 127 874 85 97 77 852 828 62 61
internal_count=3121 691 2430 236 455 2335 357 260 95 2287 203 151 1400 98 887 949 179 451 862 822 800 127 874 85 97 77 852 828 62 61
is_linear=0
shrinkage=0.00196078


Tree=9868
num_leaves=31
num_cat=0
split_feature=1 4 123 3 4 2 1 2 1 2 14 47 0 4 1 1 2 1 13 2 157 39 47 157 13 43 13 43 47 13
split_gain=14.6194 1.75028 1.53281 1.27369 1.00794 0.719121 0.651145 0.43226 0.366645 0.358435 0.288466 0.198358 0.211195 0.183485 0.421145 0.16025 0.154676 0.154549 0.150558 0.115906 0.114221 0.100221 0.0841898 0.0786108 0.145103 0.0742391 0.0787371 0.0667831 0.0658352 0.0708559
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 -0.059315 0.36766000000000004 0.13754500000000003 0.13075500000000004 0.089885000000000007 0.09253500000000002 0.14285500000000004 0.076175000000000007 0.090100000000000013 -0.062294999999999996 -0.013514999999999998 0.093100000000000002 0.16175000000000003 0.11411 0.091450000000000017 -0.16152999999999998 -1.0000000180025095e-35 -0.085154999999999995 0.088025000000000006 0.07813500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080324999999999994 -0.012119999999999997 0.064745000000000011 0.08265500000000002 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 5 7 21 10 -4 11 17 23 -13 18 28 -8 -2 -1 -9 -19 -20 -3 -11 -5 -25 26 -10 -22 29 -15
right_child=1 6 8 9 -6 -7 15 13 25 22 -12 12 -14 14 -16 -17 -18 19 20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00076291976020814018 0.00067778497947044883 0.00039640706256920577 0.00066145891549265507 0.000267574132831435 0.00043679717498017808 0.00049024374404475909 0.00020391519954253437 0.00056682735625880544 0.00054918862009694042 0.00014235633261658996 0.00089473542105595434 0.00061917142877250075 0.00036382043852890822 0.00071986747355069812 0.00044996268669861592 3.2060419811921962e-05 0.0004875277296877375 0.00057159579290930391 0.00082937665251921297 0.00072135980743852476 0.00073670572950540946 0.00027526405843863495 0.00031630251027059322 0.00035249533386094326 0.00054661109568733795 0.00031756427039911434 0.0003973193838148892 0.00066866601349541502 0.00079073636652597407 0.00066265479258515001
leaf_weight=1128 92 97 34 21 45 46 126 21 21 23 58 33 20 135 30 25 20 22 46 205 378 36 20 57 20 21 35 65 24 217
leaf_count=1128 92 97 34 21 45 46 126 21 21 23 58 33 20 135 30 25 20 22 46 205 378 36 20 57 20 21 35 65 24 217
internal_value=0 0.000374433 0.000717177 0.000477319 0.000727511 0.000733019 0.000263577 0.000737814 0.00049187 0.0003812 0.000759322 0.000426176 0.000522813 0.000704637 0.000673534 0.000175462 0.00064381 0.000753526 0.000729398 0.000706845 0.000736379 0.000363616 0.000223262 0.000373913 0.000402915 0.000416987 0.00045427 0.000726722 0.000691372 0.000684597
internal_weight=0 590 2531 306 2420 2375 284 2329 111 194 1413 151 53 916 406 151 112 1355 510 227 489 133 43 98 77 77 56 443 376 352
internal_count=3121 590 2531 306 2420 2375 284 2329 111 194 1413 151 53 916 406 151 112 1355 510 227 489 133 43 98 77 77 56 443 376 352
is_linear=0
shrinkage=0.00196078


Tree=9869
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 4 4 4 2 2 1 14 1 11 1 457 1 12 159 16 11 4 0 49 150 160 3 4 16 52
split_gain=9.76534 1.6028 0.998399 0.864448 0.490663 0.42612 0.395312 0.365246 0.347974 0.273437 0.241986 0.184946 0.160514 0.135893 0.126688 0.189071 0.102173 0.122801 0.0878057 0.141672 0.0845912 0.0805263 0.0762282 0.0755319 0.0745163 0.0797711 0.0671583 0.0662196 0.0671653 0.0645292
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.13501500000000002 0.27287000000000006 0.40124500000000002 0.40473500000000007 0.14285500000000004 0.089775000000000008 0.077845000000000011 0.062655000000000016 0.16175000000000003 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 0.085345000000000018 0.082480000000000012 0.082585000000000006 0.023255000000000001 0.095165000000000013 -0.0070899999999999991 -0.14723999999999998 -1.0000000180025095e-35 0.097210000000000005 -1.0000000180025095e-35 -0.12018999999999998 0.018150000000000003 -0.10850999999999998 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 8 9 21 23 11 -5 16 24 14 26 -16 22 -18 19 -2 -15 -4 -1 -3 25 -7 -11 -28 -29 -24
right_child=1 5 7 10 -6 12 -8 -9 -10 13 -12 -13 -14 20 15 -17 17 -19 -20 -21 -22 -23 29 -25 -26 -27 27 28 -30 -31
leaf_value=0.00075667961847548384 0.00033398745055664321 0.00030521197408875996 0.00062941676295752349 0.00057023978721694793 0.00040917320369462804 0.00024519636240444894 0.00035913911209825209 0.00034913765654588739 0.00017132376284980066 0.00050553772738975999 0.00035411350342515739 0.00073678174974435822 1.4308177811257981e-05 0.00069621270131163234 0.00057188389437127943 0.00034655874876992644 0.00052256767554468718 0.00061403991335014208 0.00027410039892133211 0.00050349902932709763 0.00054984464876207647 0.00052851114548251379 0.00063686206130155886 0.00043947387245806436 0.00029545562962690988 0.00013649003241152663 0.00060153039331930223 0.00059452733361772976 0.00052488301606739272 0.00052415337048324886
leaf_weight=20 137 24 68 28 48 36 24 32 42 39 69 59 25 63 41 22 66 389 70 22 20 55 831 49 20 93 496 108 105 20
leaf_count=20 137 24 68 28 48 36 24 32 42 39 69 59 25 63 41 22 66 389 70 22 20 55 831 49 20 93 496 108 105 20
internal_value=0 0.000331209 0.000414222 0.000597899 0.000605383 0.000220908 0.000609473 0.000535747 0.000313521 0.000612109 0.0004165 0.000629365 0.000159698 0.000585376 0.000577643 0.000493199 0.000624585 0.000600771 0.000331966 0.000357442 0.000660943 0.000584296 0.000637025 0.000395333 0.000184092 0.000166827 0.000584755 0.000589112 0.000560196 0.000634213
internal_weight=0 673 384 2448 2351 289 2303 155 115 2279 97 1385 174 894 811 63 1326 455 229 159 83 123 871 73 149 129 748 709 213 851
internal_count=3121 673 384 2448 2351 289 2303 155 115 2279 97 1385 174 894 811 63 1326 455 229 159 83 123 871 73 149 129 748 709 213 851
is_linear=0
shrinkage=0.00196078


Tree=9870
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 2 4 15 12 4 0 0 16 13 43 475 13 42 4 15 151 4 4 1 51 42 13 12 399 133
split_gain=0.329016 0.0470351 0.0455407 0.0302505 0.0262772 0.02274 0.0223938 0.0217475 0.0200251 0.020611 0.0210321 0.0198894 0.0179247 0.0245632 0.0387153 0.0210324 0.018637 0.0178595 0.0175047 0.0409645 0.016888 0.0239056 0.0326295 0.0162257 0.0161524 0.016354 0.0172291 0.0249068 0.0347766 0.017142
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 -0.053259999999999995 0.08864000000000001 0.25063000000000007 0.10528000000000001 0.050935000000000008 0.090285000000000018 0.033845000000000007 -0.097024999999999986 -0.23194499999999998 -0.040964999999999994 0.086705000000000018 -0.11008499999999999 -0.07550999999999998 0.097995000000000013 0.09112000000000002 -0.059649999999999988 -0.033689999999999991 0.059255000000000009 -0.17966999999999997 -0.0047449999999999992 0.13075500000000004 0.11594500000000001 -0.091729999999999992 -0.074519999999999989 0.091715000000000005 0.088080000000000006 0.048520000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 23 -5 17 -4 10 -10 -1 24 14 -14 -16 -15 20 -13 -20 21 -6 -23 -3 25 29 -27 -28 -29 -12
right_child=1 5 8 6 7 -7 -8 -9 9 -11 12 18 13 16 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0082995414755053145 0.005067046961494695 0.0030185465106821411 0.0059967463059246049 0.0024550203392543473 0.0074737096205353742 -0.0010367882923067858 0.0056924467124044899 0.0070012489644189673 0.0079232687633988032 0.0043969082470367935 0.0098108741576256962 0.0062915872798416095 0.00021573664736934006 0.0086082827461023744 0.0070989629902589299 0.0044076966548990222 0.0054604551960330677 0.0007840664323884995 0.005465692001084487 0.00092322982985664306 0.0011487268412020057 0.0022619789674257237 0.0050587333409373271 0.001409477190139184 0.0038667933576341188 0.0073255448018519952 0.0032198173314100134 0.0054878878263488933 0.0093680487265093964 0.0058591785341767337
leaf_weight=22 107 121 1143 147 20 24 25 21 37 175 23 73 20 26 34 199 68 20 75 27 20 75 94 130 35 66 40 207 26 21
leaf_count=22 107 121 1143 147 20 24 25 21 37 175 23 73 20 26 34 199 68 20 75 27 20 75 94 130 35 66 40 207 26 21
internal_value=0 0.00283207 0.00551919 0.00374686 0.00460191 0.00190398 0.00292558 0.0039213 0.0057126 0.00538017 0.00559473 0.00546563 0.0054821 0.00495083 0.00443799 0.00480041 0.00633113 0.00363886 0.00510937 0.00426328 0.00391205 0.00420446 0.00381757 0.00218516 0.00592314 0.00611105 0.00587564 0.00552511 0.00592087 0.00792484
internal_weight=0 554 2567 279 447 275 172 250 2120 977 802 197 765 347 253 233 94 229 175 102 209 189 169 251 418 383 339 273 233 44
internal_count=3121 554 2567 279 447 275 172 250 2120 977 802 197 765 347 253 233 94 229 175 102 209 189 169 251 418 383 339 273 233 44
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 2 1 16 4 49 1 2 2 50 1 1 1 2 4 0 1 16 1 49 43 133
split_gain=14.5253 2.24068 1.14288 1.04437 0.835585 0.715896 0.539072 0.401071 0.353678 0.336832 0.316364 0.241487 0.235474 0.177793 0.170051 0.207351 0.136371 0.124358 0.114892 0.108532 0.100045 0.096668 0.0916412 0.125547 0.0856368 0.0849058 0.0844539 0.0749224 0.0649371 0.0639995
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.095545000000000005 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.10613000000000002 0.09253500000000002 -0.52595999999999987 -0.062539999999999984 -0.054984999999999992 0.089770000000000016 0.08647500000000001 -1.0000000180025095e-35 0.041865000000000006 0.12000500000000001 0.13075500000000004 0.13265500000000002 0.088850000000000012 -0.013125 0.14486500000000005 0.122715 -0.45661999999999997 0.12958500000000003 -0.009244999999999998 0.0034250000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 18 14 11 26 -4 -7 -11 -2 21 16 -16 -6 -3 29 -14 -1 23 28 -15 -24 -8 -27 -13 -5
right_child=1 4 10 19 17 8 9 -9 -10 12 -12 22 20 24 15 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00058102115794402931 0.00031436683907025106 0.00015755658664929321 0.00048208721562137239 0.0001576997670502719 -5.1689846623761981e-05 0.00029630113226108528 0.00042664168835316831 0.00071235426062462377 0.00032711085651124662 0.0003813882522723254 0.00024739470835189614 0.00056597394167313085 0.00018501645585099419 0.00052633761088637749 0.00040297338358160489 0.00033097980352880368 0.00054710232858162593 0.0001032744832814504 1.1211327882787956e-05 8.5847618464826369e-05 4.5407027877924389e-05 0.00054521943713983637 0.00057459872036694204 0.00041584835271719206 0.00038860299660155529 0.00035343949733228949 0.00026606511562040036 0.00047970510338779467 0.00049560476597205159 0.00029058928733116825
leaf_weight=957 23 30 34 22 85 21 34 70 48 22 63 195 139 100 28 21 256 26 66 24 23 416 33 31 21 20 20 187 68 38
leaf_count=957 23 30 34 22 85 21 34 70 48 22 63 195 139 100 28 21 256 26 66 24 23 416 33 31 21 20 20 187 68 38
internal_value=0 0.000212978 0.000538235 0.000371039 0.000131994 0.00054684 0.000180976 0.000566937 0.000488584 0.000231006 0.000329658 0.00050255 0.000191045 0.000472395 0.00056087 0.00051899 0.000532892 -1.53919e-05 5.69442e-05 0.000197287 0.000165195 0.000570174 0.000510661 0.000533869 0.000502433 0.000482231 0.000367169 0.000467506 0.00054778 0.000241863
internal_weight=0 673 2448 228 445 2351 334 1748 603 238 97 555 184 144 1678 305 284 111 96 84 162 1373 534 294 121 240 54 207 263 60
internal_count=3121 673 2448 228 445 2351 334 1748 603 238 97 555 184 144 1678 305 284 111 96 84 162 1373 534 294 121 240 54 207 263 60
is_linear=0
shrinkage=0.00196078


Tree=9872
num_leaves=31
num_cat=0
split_feature=1 1 12 12 2 4 47 4 1 14 2 2 4 16 2 157 14 1 52 475 15 150 133 15 160 3 159 150 2 47
split_gain=6.16286 0.964006 0.650355 0.46648 0.304649 0.27284 0.231954 0.231293 0.195447 0.176195 0.1479 0.135121 0.114778 0.0771971 0.0710556 0.0642248 0.0635708 0.0557034 0.0544849 0.0522265 0.0517739 0.0486481 0.082754 0.0482705 0.0466502 0.0470054 0.0442516 0.0897708 0.0730281 0.0441488
threshold=0.10508500000000001 0.12408500000000001 0.087215000000000015 -0.029094999999999999 0.13501500000000002 0.36766000000000004 0.12958500000000003 0.26790000000000008 0.09253500000000002 0.062655000000000016 0.091265000000000013 0.14285500000000004 0.27834500000000006 -0.037154999999999994 0.094835000000000017 -0.41266499999999995 0.097795000000000007 0.087135000000000004 0.40674500000000008 -0.088274999999999978 -0.41942499999999994 0.081835000000000019 0.039215000000000007 -0.059484999999999989 -0.067824999999999983 -0.010424999999999999 0.082585000000000006 1.0000000180025095e-35 0.10882500000000002 0.10350500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 26 8 5 9 11 29 14 10 17 12 -3 -8 -1 -12 -11 18 19 -5 -13 -17 -23 -16 -14 -26 27 28 -2 -4
right_child=1 6 7 4 -6 -7 13 -9 -10 16 15 20 24 -15 23 21 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0005259786829419805 0.00040519066136695593 0.00028309683050880462 0.00050543425607273043 0.00043306054098556345 0.00031711285434711989 0.00028819423278464987 0.00023297340593154668 0.00029500981646717761 0.00029885848953951552 0.00060964154419160775 0.00055662079866415528 0.00016127530570281644 0.00024002819526098979 0.00039194139690858524 0.00045256829890469747 0.00046818324303607163 0.00048367187015566169 0.00048266589008696883 0.00042458486010213528 0.00051482027088958033 6.8015452808716851e-05 0.00030783719173176034 0.00048029368293915463 0.00033076885903383642 0.00019765184757381896 0.00010022167786143792 0.0002271707884247313 0.00023945113529582257 0.00028426337643264746 0.00042844801179431623
leaf_weight=26 32 43 71 31 39 25 24 36 69 67 30 37 23 23 29 649 20 402 28 968 60 20 23 22 32 47 70 79 48 48
leaf_count=26 32 43 71 31 39 25 24 36 69 67 30 37 23 23 29 649 20 402 28 968 60 20 23 22 32 47 70 79 48 48
internal_value=0 0.000270259 0.000334638 0.000482122 0.000488938 0.000491899 0.000184717 0.000432721 0.000374644 0.000494175 0.000490676 0.000160236 0.000198132 0.000310766 0.000442556 0.000467802 0.000580683 0.000502233 0.000509892 0.000512283 0.000103589 0.000463951 0.000400081 0.000400027 0.000162313 0.000139687 0.00026825 0.000286336 0.000332634 0.000474381
internal_weight=0 673 384 2448 2302 2263 289 155 146 2238 2151 242 145 47 77 722 87 1429 1027 999 97 692 43 51 102 79 229 159 80 119
internal_count=3121 673 384 2448 2302 2263 289 155 146 2238 2151 242 145 47 77 722 87 1429 1027 999 97 692 43 51 102 79 229 159 80 119
is_linear=0
shrinkage=0.00196078


Tree=9873
num_leaves=31
num_cat=0
split_feature=1 1 52 2 2 4 3 124 13 131 2 43 2 2 1429 50 129 0 13 12 12 15 133 15 160 11 1 2 11 403
split_gain=0.368069 0.0770759 0.0442131 0.0306604 0.0306217 0.0294543 0.0289932 0.0218867 0.021478 0.0217838 0.049786 0.0207023 0.0188268 0.036278 0.0317112 0.0273395 0.0253696 0.0209172 0.0197535 0.0279625 0.0267546 0.0187436 0.0181672 0.0272679 0.0480048 0.0179367 0.0205584 0.0320751 0.0195601 0.0171756
threshold=0.10312500000000001 0.12337000000000002 -0.40967499999999996 0.10276500000000001 0.13404500000000005 0.40124500000000002 -0.022174999999999997 -0.076779999999999987 -0.0062949999999999994 0.090030000000000013 0.25063000000000007 -0.066504999999999995 0.08647500000000001 0.086675000000000016 0.084545000000000009 0.11875500000000001 -0.048309999999999992 -0.086284999999999987 -0.017449999999999997 0.083985000000000018 0.08493500000000001 -0.40580499999999992 -0.0084449999999999994 0.084655000000000022 -0.015149999999999999 1.0000000180025095e-35 0.086920000000000011 0.096325000000000008 0.081365000000000007 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 7 -4 -1 9 10 -3 -10 14 -14 15 17 -15 22 19 -19 -21 -11 29 -24 -25 26 -18 -28 -27 -9
right_child=1 8 3 -5 -6 -7 -8 12 11 21 -12 -13 13 16 -16 -17 25 18 -20 20 -22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.004297051389116912 0.0062033713060932671 0.0014405688619674941 0.0057708560767502567 0.0028212114689644251 0.00329352837264994 0.0020911226320701345 0.0027982517729933359 0.0054843682277662398 0.0015073894806530166 0.0014937975211068988 -0.0039583397720707588 0.0043374684173613787 0.0014375317899975927 0.0025100517853085575 0.0028717634164624746 0.0031514819689059202 0.0058049471455238607 0.0024476259746734289 0.0066954805140618384 0.0091963462343084678 0.0054648401147677703 0.0053631409115734554 0.0069700586339336281 0.0058628537071247905 0.012055174067556379 0.0097058629191925996 0.0019942542437363319 0.0061044016948495162 0.0062421568223466504 0.0078794723581068395
leaf_weight=87 78 117 92 215 49 21 51 111 46 31 20 59 20 24 27 26 1081 28 232 21 226 21 190 21 31 23 37 39 56 41
leaf_count=87 78 117 92 215 49 21 51 111 46 31 20 59 20 24 27 26 1081 28 232 21 226 21 190 21 31 23 37 39 56 41
internal_value=0 0.00320222 0.00404599 0.00357595 0.00576764 0.00581941 0.0047107 0.00585314 0.0019509 0.00131383 0.000652407 0.00309762 0.00591374 0.00566312 0.00625 0.0063484 0.00573019 0.00644065 0.0060159 0.00544258 0.00578209 0.00305642 0.00698722 0.00752538 0.00955443 0.00579272 0.00569318 0.00410341 0.00725058 0.00613042
internal_weight=0 730 436 358 2391 2342 143 2321 294 189 137 105 2234 1280 954 927 1260 901 507 275 247 52 394 242 52 1236 1157 76 79 152
internal_count=3121 730 436 358 2391 2342 143 2321 294 189 137 105 2234 1280 954 927 1260 901 507 275 247 52 394 242 52 1236 1157 76 79 152
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=31
num_cat=0
split_feature=1 1 52 2 2 3 4 1 14 13 51 2 123 14 0 51 51 42 13 4 4 4 15 0 4 0 1429 472 484 42
split_gain=0.298276 0.0630891 0.0355531 0.0268587 0.0255237 0.0259349 0.0240732 0.0206639 0.0185782 0.0170109 0.0225026 0.0162191 0.0155386 0.0150997 0.0276176 0.0147664 0.0255498 0.0158264 0.0219927 0.02005 0.0167504 0.0162833 0.0145692 0.0170414 0.014204 0.0206389 0.0141786 0.0135034 0.0157137 0.0166454
threshold=0.10293500000000001 0.12337000000000002 -0.40967499999999996 0.094835000000000017 0.10276500000000001 -0.014944999999999998 0.26790000000000008 0.16773500000000005 0.062655000000000016 -0.0062949999999999994 -0.031924999999999995 0.15109000000000003 0.084025000000000016 -0.23083499999999998 -0.072269999999999987 0.0053700000000000006 0.086310000000000012 0.086555000000000007 -0.087184999999999985 -0.076229999999999978 -0.077999999999999986 -0.0035949999999999997 -0.070929999999999979 -0.059114999999999994 -0.49013999999999996 -0.060129999999999996 0.087700000000000014 -0.065034999999999996 -0.093244999999999981 -0.085874999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -4 8 9 15 -3 -11 12 27 14 -6 24 -17 18 -18 -19 -20 -22 23 -12 -1 26 -26 -5 -29 -30
right_child=1 7 4 11 13 -7 -8 -9 -10 10 22 -13 -14 -15 -16 16 17 19 20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0074714955421430725 0.0055394942190981023 0.001422672984512565 0.0050303414117546779 0.0066547923840773425 0.0069191915658302601 0.0019626388231896471 0.0020320298089202319 -0.0011219435420808505 0.0070107815159846931 0.0057296080650606511 0.0050152293988503516 0.001907175664036047 0.0027165983011703549 0.002127651454248865 0.0017268845627854933 0.0013518780850890009 0.0086923576146364211 0.001270168482071974 0.0064231386071898879 0.0049538031127303837 0.0015583428170066328 0.0052942600283131473 -9.9804182536900046e-05 0.0013199676493129049 0.0055444219191816135 0.0029607107622944048 0.0035600944072939457 0.0066627336618227846 0.0059876951608910335 0.0043459279109392054
leaf_weight=35 81 177 108 39 20 37 21 23 72 24 24 21 36 175 21 22 20 22 45 45 20 28 20 26 1344 33 37 39 72 434
leaf_count=35 81 177 108 39 20 37 21 23 72 24 24 21 36 175 21 22 20 22 45 45 20 28 20 26 1344 33 37 39 72 434
internal_value=0 0.00289102 0.00364611 0.0051939 0.00322128 0.00424755 0.00539735 0.00175581 0.00543837 0.00200005 0.00308723 0.00464037 0.00473295 0.00253235 0.00425972 0.0053698 0.00456882 0.004962 0.00568402 0.00374425 0.00503707 0.00373763 0.00218127 0.00309369 0.00548146 0.0054322 0.00549126 0.00485724 0.00472861 0.00457954
internal_weight=0 736 442 2385 361 145 1744 294 1723 271 94 641 620 216 41 1651 202 180 113 67 93 48 70 50 1449 1414 1381 584 545 506
internal_count=3121 736 442 2385 361 145 1744 294 1723 271 94 641 620 216 41 1651 202 180 113 67 93 48 70 50 1449 1414 1381 584 545 506
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=31
num_cat=0
split_feature=1 4 150 1 2 2 4 16 14 3 16 149 3 3 1 1 484 12 40 2 12 2 12 47 49 129 483 158 11 1
split_gain=0.241603 0.0546065 0.0339211 0.0218065 0.0217555 0.0202154 0.0194993 0.0167897 0.0162243 0.0161184 0.0158686 0.0190638 0.0147689 0.0211114 0.0138379 0.01593 0.013622 0.0140947 0.0220881 0.0136117 0.0133688 0.0130578 0.0126187 0.0170192 0.0195348 0.016845 0.0166532 0.0247384 0.0119723 0.0134944
threshold=0.10293500000000001 0.26790000000000008 1.0000000180025095e-35 0.15471500000000002 0.094835000000000017 0.14285500000000004 0.26790000000000008 -0.53943499999999989 -0.47071999999999997 -0.24190499999999995 -0.42170999999999997 0.07770500000000001 0.097915000000000016 -0.011549999999999998 0.12000500000000001 0.13842500000000005 -0.077099999999999988 -1.0000000180025095e-35 -0.067184999999999981 0.14122000000000004 -0.029094999999999999 0.10467500000000002 0.09202500000000001 0.09550500000000002 -1.0000000180025095e-35 0.102035 -0.06916499999999999 0.083490000000000023 0.080455000000000013 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 8 6 9 7 -1 -3 -2 11 14 13 -12 -10 -16 -11 18 -18 20 21 -6 23 24 -22 26 -24 -28 29 -9
right_child=1 3 -4 -5 19 -7 -8 28 10 16 12 -13 -14 -15 15 -17 17 -19 -20 -21 22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0076393898322500977 0.0067836700007319452 0.0040732446487151816 0.0019279229554833089 -0.0007312940759584308 0.0016329607592654482 0.0012699610258166034 0.0018288268017516074 0.0050190599418503713 0.0026999288027404764 0.0064617452956736085 0.0010481330961531719 0.0051072715339250865 0.0029105934000108395 -0.0028055773537960793 -0.00029620312751554276 0.002927013907743537 0.0043123669356332521 0.004193838460374983 0.0003747024577543406 0.0024135017156900508 0.0038674325007489146 0.0043455190930722495 0.0016543504221110861 0.0024189973250031472 0.0062818914705136232 0.0015684209414757789 0.00426604285737287 0.0079030990198953079 0.006590920747615971 0.0044137754626935536
leaf_weight=22 22 31 118 35 35 26 21 1111 82 20 44 20 20 21 46 23 29 171 28 41 49 36 22 20 106 24 288 20 39 551
leaf_count=22 22 31 118 35 35 26 21 1111 82 20 44 20 20 21 46 23 29 171 28 41 49 36 22 20 106 24 288 20 39 551
internal_value=0 0.00260192 0.00336156 0.00162523 0.00467451 0.00393308 0.00485762 0.00489453 0.00191261 0.00418953 0.00165097 0.00220606 0.000534266 -0.000196912 0.00182179 0.000778203 0.0039594 0.0037399 0.00237808 0.00417633 0.0042968 0.00300834 0.00446973 0.00516437 0.00551861 0.00412633 0.00431236 0.00450222 0.00485903 0.00481839
internal_weight=0 736 414 322 2385 296 1744 1723 287 270 256 171 85 65 151 69 248 228 57 641 600 71 529 175 155 354 330 308 1701 1662
internal_count=3121 736 414 322 2385 296 1744 1723 287 270 256 171 85 65 151 69 248 228 57 641 600 71 529 175 155 354 330 308 1701 1662
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 47 1 2 0 1 4 4 475 15 150 4 0 3 0 47 157 1 15 49 4 52
split_gain=6.75239 1.02193 0.685031 0.506309 0.370221 0.36539 0.173387 0.164328 0.164306 0.159056 0.138443 0.124181 0.0997022 0.131321 0.0962675 0.0941541 0.0932947 0.0855498 0.0821623 0.070181 0.0894262 0.0742717 0.0607965 0.0576374 0.056115 0.0525488 0.0493354 0.0481349 0.0473124 0.0431956
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.11474000000000002 0.14122000000000004 0.13082500000000002 0.09253500000000002 0.14285500000000004 -0.10474999999999998 0.085345000000000018 0.27834500000000006 0.0082450000000000006 -0.066784999999999983 -0.097454999999999986 1.0000000180025095e-35 -0.55119499999999988 -0.076579999999999995 -0.12711499999999995 -0.15202999999999997 0.090100000000000013 -0.0045449999999999996 0.11588000000000001 -0.03241999999999999 -0.067649999999999988 -0.036839999999999991 -0.55252499999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 23 6 12 25 16 11 -5 14 13 22 -4 19 -7 -15 29 -14 -21 -22 -1 -3 -23 -6 -24 -19 -2 -18
right_child=1 2 9 10 7 8 -8 -9 -10 -11 -12 -13 15 17 -16 -17 18 27 -20 20 21 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060111636268919797 0.00052876334242960986 0.00025354526260900316 0.00028040459967307768 0.00046080131064391467 0.0004981288892248522 0.00054065073184576048 0.00060617572270365205 0.00026794719034988504 0.00033531818540685776 0.000303471212652904 0.00030554769218079291 0.00010694625727857403 0.00062794837043108535 0.00048736047454818877 0.00016586732853620081 0.00045779410603584029 0.0005503815383303399 0.00041242408913140207 0.0003454265416435459 0.00052568066690159671 0.00039089515372192494 0.00057018151052859651 0.00053298902131763157 0.00034228793599388817 0.00048535001260693373 0.00039462106157397487 0.00042532538009040495 0.00027801539778472888 0.00042285198114471497 0.00045624895121572302
leaf_weight=23 50 191 39 34 44 55 79 24 41 34 63 99 23 26 102 98 20 20 25 1284 28 35 36 33 209 33 30 21 24 298
leaf_count=23 50 191 39 34 44 55 79 24 41 34 63 99 23 26 102 98 20 20 25 1284 28 35 36 33 209 33 30 21 24 298
internal_value=0 0.000277028 0.000250173 0.000498793 0.000311057 0.000504521 0.000516234 0.000409613 0.000453506 0.000177956 0.000359966 0.000160175 0.000512358 0.000464944 0.000197548 0.000516768 0.000465682 0.000399376 0.00045366 0.000520428 0.000518839 0.000486543 0.000514304 0.000266619 0.000497518 0.000453768 0.000484051 0.000343581 0.000494414 0.000462169
internal_weight=0 673 599 2448 325 2351 1912 101 439 274 97 240 1833 156 141 1677 398 67 343 1579 1556 272 89 224 244 77 66 41 74 318
internal_count=3121 673 599 2448 325 2351 1912 101 439 274 97 240 1833 156 141 1677 398 67 343 1579 1556 272 89 224 244 77 66 41 74 318
is_linear=0
shrinkage=0.00196078


Tree=9877
num_leaves=31
num_cat=0
split_feature=1 2 12 50 0 45 3 4 10 133 376 10 484 4 12 4 16 1 0 16 160 52 1452 4 16 48 160 15 13 0
split_gain=0.22944 0.0514658 0.0381469 0.0231937 0.0229257 0.0203741 0.0218502 0.0275206 0.0198573 0.0189752 0.0236248 0.0189664 0.0207446 0.0175277 0.0179923 0.0168284 0.0297506 0.0353494 0.0285606 0.0183781 0.0226312 0.0190845 0.0174502 0.0184272 0.0183218 0.0167998 0.0166505 0.016046 0.0149032 0.018928
threshold=0.10293500000000001 0.13754500000000003 0.085055000000000006 0.086295000000000011 0.22582000000000002 0.081955000000000014 0.092670000000000016 -0.059649999999999988 -1.0000000180025095e-35 0.089200000000000015 0.088055000000000008 0.09820000000000001 0.095930000000000015 -0.013514999999999998 0.092550000000000007 -0.39518999999999993 0.18438500000000005 0.085345000000000018 0.051010000000000007 0.042200000000000008 -0.081399999999999986 -0.14488499999999996 0.091225000000000014 0.015030000000000002 -0.44310499999999992 0.016865000000000002 0.090980000000000019 -0.088429999999999995 -0.086919999999999983 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -3 5 6 8 -8 -1 11 -11 12 -2 14 -4 16 -10 -18 19 21 -21 27 23 -23 26 -9 -25 -17 -22 -30
right_child=1 3 13 -5 -6 -7 7 25 15 10 -12 -13 -14 -15 -16 18 17 -19 -20 20 28 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.002343010052572936 0.0026272658663338221 0.00029762059811681135 0.0077071499777957801 0.0031558877823094061 0.0012859764646106801 0.0073885922785848386 0.0045283300120518696 -0.00060887424801678769 0.0089692287259968001 -0.0013942030761557233 0.0028814394405344505 -0.0002489323705612194 0.0059703699522651735 0.0032580498394186213 0.0043314853750634937 0.0085925078667376358 0.0015040692314505577 0.0070085627662982534 0.001708810711473537 0.0014577756333892468 0.0063319721154027411 0.0048352504424114089 0.0075333387252282018 0.0039072292591484613 0.0031856267247747706 0.0033031804825267978 0.0065912265600146435 0.0053456164586047333 0.002658516263196558 0.0045465447068829936
leaf_weight=37 258 122 20 37 21 26 62 23 25 28 24 21 20 131 75 23 20 28 33 32 31 1431 22 59 146 21 38 45 74 188
leaf_count=37 258 122 20 37 21 26 62 23 25 28 24 21 20 131 75 23 20 28 33 32 31 1431 22 59 146 21 38 45 74 188
internal_value=0 0.00255573 0.0029947 0.000962752 0.00457549 0.00460471 0.00457375 0.00317094 0.00464037 0.00234225 0.00057917 0.00264888 0.00286778 0.004008 0.00504215 0.0046791 0.00617194 0.00471502 0.00462774 0.00467385 0.00398283 0.00480116 0.0047353 0.00469853 0.00389339 0.00125824 0.00495869 0.00644383 0.00425861 0.00401328
internal_weight=0 736 577 159 2385 2364 2338 106 2232 351 52 299 278 226 95 2195 73 48 2122 2089 325 1764 1696 1674 243 44 97 68 293 262
internal_count=3121 736 577 159 2385 2364 2338 106 2232 351 52 299 278 226 95 2195 73 48 2122 2089 325 1764 1696 1674 243 44 97 68 293 262
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=31
num_cat=0
split_feature=1 3 1 45 132 0 1 45 3 4 0 42 1208 13 52 4 43 4 1 1211 1213 2 454 2 2 2 15 3 147 132
split_gain=0.186867 0.0455722 0.0294716 0.0412421 0.0289324 0.0218216 0.0215269 0.0190517 0.0180568 0.0199108 0.0175273 0.0150686 0.0157013 0.0152472 0.0268285 0.0240162 0.0333522 0.0263473 0.019365 0.0169581 0.0149226 0.026549 0.0143868 0.0179028 0.0191023 0.028937 0.0169944 0.0140548 0.0140397 0.0134688
threshold=0.10124500000000002 -0.049509999999999992 0.14262000000000002 0.10041000000000001 -1.0000000180025095e-35 0.22582000000000002 0.13075500000000004 0.081955000000000014 0.090900000000000009 -0.49013999999999996 1.0000000180025095e-35 0.11387000000000001 0.099975000000000008 0.0076650000000000008 0.40674500000000008 -0.42529999999999996 -0.24021999999999996 -0.086849999999999997 0.086105000000000015 0.11789500000000001 -0.0043299999999999996 0.088475000000000012 -0.037229999999999992 0.13712500000000002 -1.0000000180025095e-35 0.092480000000000021 -0.083359999999999976 -0.072624999999999981 1.0000000180025095e-35 0.078465000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 22 -2 7 29 8 11 -10 -4 13 20 19 15 -15 -17 -18 -19 -1 -13 -22 -3 24 -24 -26 -27 -23 -28 -6
right_child=1 2 10 -5 6 -7 -8 -9 9 -11 -12 12 -14 14 -16 16 17 18 -20 -21 21 27 23 -25 25 26 28 -29 -30 -31
leaf_value=0.004347234092276559 -6.8341629356955712e-05 -0.00073119896231219181 0.00095699025474934153 0.0063340696598805316 0.0043358558012769775 0.00084419386636000134 0.0015798959111846271 0.0070903249275447297 0.0046496244510862888 0.0018818393792353677 -0.0021804042102303357 0.0045291525278506536 0.0050747967833702119 0.0069699522350793299 8.2702625077217832e-05 0.0050423178618075326 -0.00019388496472786827 0.0037582973567103703 0.00039529168512672194 0.0067860933582715947 -0.00093147463544896293 0.0048425514404058321 0.0011290474636426067 0.000543538199483671 0.0063335796447063332 0.0016019456730627447 0.0047334613584421783 0.001968376246361953 0.0020178800681605936 0.002089463303526563
leaf_weight=1689 23 20 69 22 192 20 43 22 41 71 24 35 38 23 20 100 26 119 20 29 22 27 86 66 22 97 45 46 33 31
leaf_count=1689 23 20 69 22 192 20 43 22 41 71 24 35 38 23 20 100 26 119 20 29 22 27 86 66 22 97 45 46 33 31
internal_value=0 0.00234068 0.00174736 0.00212793 0.00333433 0.00413324 0.00362855 0.0041615 0.00413356 0.00289505 0.00014734 0.00419678 0.00328669 0.00427225 0.00362434 0.00387029 0.00360126 0.00272789 0.00327441 0.0043884 0.00276402 0.0021137 0.00187716 0.00202663 0.00237251 0.00291535 0.00248563 0.00303143 0.00358456 0.00402358
internal_weight=0 773 484 391 289 2348 266 2328 2306 112 93 2194 168 2026 308 288 265 165 139 1718 130 95 369 349 283 197 175 73 78 223
internal_count=3121 773 484 391 289 2348 266 2328 2306 112 93 2194 168 2026 308 288 265 165 139 1718 130 95 369 349 283 197 175 73 78 223
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 2 150 4 43 2 0 43 3 3 43 1 52 41 41 3 2 4 43 2 4 2 1
split_gain=2.99042 0.378672 0.313626 0.29098 0.170529 0.123384 0.119061 0.118724 0.093703 0.083515 0.0779006 0.0589607 0.0570358 0.0465573 0.0628369 0.0437349 0.0430415 0.0595115 0.0415478 0.0412778 0.0401543 0.0464084 0.0393573 0.0368718 0.0359226 0.0350702 0.0634352 0.0313443 0.0306558 0.0573013
threshold=0.10752500000000002 0.13210500000000003 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.13082500000000002 0.091475000000000015 0.40124500000000002 0.11362000000000001 0.09487000000000001 0.033845000000000007 -0.066504999999999995 0.087470000000000006 -0.066689999999999985 -0.11720999999999999 -0.061964999999999992 0.095270000000000007 -0.083134999999999987 0.16175000000000003 0.056145000000000007 0.075585000000000013 0.079300000000000009 0.10299500000000002 0.085730000000000015 -0.043364999999999994 -0.025214999999999998 0.11177500000000001 -0.50262499999999988 0.088930000000000023 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 25 8 18 20 24 9 11 13 12 -1 -8 -15 27 17 -6 19 -3 28 -22 23 -13 -5 -2 -27 -16 -4 -30
right_child=1 5 6 7 16 -7 10 -9 -10 -11 -12 22 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00018578556289741585 0.00014170485535892202 8.8250667163599354e-05 0.00035287154573614696 0.0003887055620871116 0.00021901257670059259 0.00021266667583190343 0.0003388436319417206 0.00018127264473775419 0.00019773585482687231 0.00020012961022610612 0.00028026460907798934 0.00038819539929318866 0.00030869902482642499 0.0002153626906218179 0.00039318266463765194 0.00024925037506310374 0.0002554140106131978 8.4932973635766431e-05 1.9053143930006651e-05 0.00017213252537559849 0.00047308173722802307 0.0003614508942599471 0.00026446840744100364 0.00032814448733482662 0.00029792737973928312 0.00027511748177531671 0.00016765962071036789 0.0003177370973427001 0.00033759846027039346 0.00023344308453314872
leaf_weight=21 100 137 906 21 35 38 498 33 31 24 156 58 47 27 26 30 39 20 27 27 21 45 25 122 83 27 97 114 264 22
leaf_count=21 100 137 906 21 35 38 498 33 31 24 156 58 47 27 26 30 39 20 27 27 21 45 25 122 83 27 97 114 264 22
internal_value=0 0.000172997 0.000328011 0.000212561 0.000279216 0.000110627 0.000337774 0.000283743 0.000300317 0.000311024 0.000319862 0.000320773 0.00027074 0.00032875 0.000303234 0.00031719 0.000205588 0.000170256 9.03265e-05 0.00010206 0.000349891 0.00039697 0.000337369 0.000347494 0.000316258 0.000169025 0.000191058 0.000331748 0.000347285 0.000329587
internal_weight=0 590 2531 361 422 229 2109 137 328 297 851 273 68 695 197 170 94 55 191 164 1258 66 205 180 104 224 124 140 1192 286
internal_count=3121 590 2531 361 422 229 2109 137 328 297 851 273 68 695 197 170 94 55 191 164 1258 66 205 180 104 224 124 140 1192 286
is_linear=0
shrinkage=0.00196078


Tree=9880
num_leaves=31
num_cat=0
split_feature=1 4 16 457 48 2 160 0 156 43 1 3 1429 2 155 43 16 47 0 456 16 12 40 12 0 43 52 403 52 42
split_gain=0.170033 0.0499403 0.0285782 0.0266923 0.0230809 0.0219634 0.0227188 0.0184959 0.0220178 0.0233233 0.0740084 0.0197973 0.0176124 0.0166111 0.0164227 0.0136439 0.0151743 0.0130934 0.0160883 0.0126374 0.0142594 0.0130921 0.0187875 0.0126113 0.0202262 0.0190487 0.0143458 0.0247249 0.0126 0.0136023
threshold=0.098420000000000021 0.26790000000000008 0.52822500000000006 0.079590000000000008 0.085485000000000019 0.12198500000000001 0.097500000000000017 -0.072269999999999987 -0.0071349999999999998 -0.082064999999999985 0.077845000000000011 0.092670000000000016 0.087545000000000012 0.25063000000000007 0.10454000000000001 -0.095589999999999994 0.0073350000000000004 0.085505000000000012 -0.068944999999999992 0.060100000000000008 -0.046599999999999996 -1.0000000180025095e-35 -0.0061149999999999998 0.093965000000000007 -0.069954999999999976 0.016310000000000002 -0.010034999999999999 -0.54448499999999989 0.12492500000000002 -0.019989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 6 19 11 12 10 15 14 -9 28 -1 16 -10 -7 -19 20 -2 22 -22 25 -25 26 -11 -28 29 -3
right_child=1 13 -4 4 -6 17 -8 8 9 23 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0041964103850651016 0.0038893052764312794 -0.00088928373157978052 0.0047450912913395652 -0.0016886575826598955 0.0021514145751845922 0.0001223757883496079 0.0066332158492878081 0.0076226901046798703 0.0015322186378762127 0.0039792745301098211 -0.0034067834278955289 0.00208150897511935 0.0034762370050884783 -0.0011853619789083799 0.0016153792999684812 0.0010528180454655188 0.0047913638204336167 0.0047468555040541113 0.00078386801095413317 0.0052674826662987475 0.0026309041590947247 0.0029579069909779856 -0.0014128624310251327 0.00038471946560700114 0.003521919405725671 0.0022888853629410735 0.0038875474233645946 0.0086950851158927311 0.0034930932168693593 0.001555391038543642
leaf_weight=1773 89 25 74 24 45 37 20 21 20 51 21 47 20 24 25 23 50 20 21 25 27 93 20 24 143 32 20 23 30 254
leaf_count=1773 89 25 74 24 45 37 20 21 20 51 21 47 20 24 25 23 50 20 21 25 27 93 20 24 143 32 20 23 30 254
internal_value=0 0.00229576 0.00293275 0.00261419 0.000815737 0.00296673 0.00338818 0.00396761 0.00339125 0.00316874 0.00195513 0.00410756 0.00560003 0.00134889 0.00416052 0.00316589 0.00386018 0.00148623 0.00271703 0.00313267 0.00289961 0.00227045 0.000910152 0.00364093 0.00307106 0.00439623 0.00511363 0.00645902 0.00154573 0.00133633
internal_weight=0 828 495 421 69 352 274 2293 448 407 114 1845 41 333 1798 93 70 78 41 254 229 140 47 293 167 126 94 43 309 279
internal_count=3121 828 495 421 69 352 274 2293 448 407 114 1845 41 333 1798 93 70 78 41 254 229 140 47 293 167 126 94 43 309 279
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=31
num_cat=0
split_feature=1 3 4 40 43 13 44 48 147 43 42 1 51 3 4 39 3 42 52 10 43 400 12 16 1 150 13 48 4 160
split_gain=0.137727 0.0413936 0.0328199 0.0195518 0.0184613 0.0220396 0.0182577 0.0179924 0.0184532 0.0265141 0.0188367 0.0204332 0.0175071 0.016412 0.0161442 0.0161174 0.0153386 0.015386 0.0153254 0.0150388 0.0173012 0.0232415 0.0190838 0.0146087 0.0140837 0.0130966 0.0118589 0.0135145 0.0212384 0.0160989
threshold=0.098420000000000021 0.31299000000000005 -0.015039999999999998 -0.08440499999999998 -0.24021999999999996 0.10935500000000002 1.0000000180025095e-35 0.14093000000000003 0.099730000000000027 -0.03898999999999999 0.086835000000000009 0.10871500000000002 -0.16666999999999996 0.092670000000000016 -0.059649999999999988 0.10076500000000001 -0.0025099999999999996 0.082810000000000009 0.048770000000000008 -0.012544999999999999 0.016310000000000002 -0.065974999999999992 0.11734000000000001 -0.50992999999999988 0.11282000000000002 1.0000000180025095e-35 -0.10278499999999999 0.093265000000000015 -0.50940999999999981 -0.094954999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 7 13 8 9 16 11 25 -5 15 -15 19 17 -6 -3 -1 22 -22 23 -21 -13 -11 -25 28 -28 -29
right_child=1 18 4 12 5 -7 -8 -9 -10 10 -12 24 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=0.0010293941648507659 0.00071270540170371543 -0.00044227580783851332 0.0045938861398099112 0.0063401794442060318 0.00086776894608487352 -0.00055799873202647034 0.0065790439269039786 -0.00097269891295582067 -0.00086211728223133848 0.0034958888260492437 0.001351887425868014 0.0067188050840049987 0.0033499787767897454 0.0034253368813854956 0.0006861943059051648 0.0013340418597386642 -0.00013634590858904025 0.0028000216110564409 0.0020874470934573123 0.0063962000337514013 0.0059172486013267193 0.0028161795340767254 0.0015405086753260647 0.0054828840046666745 0.0038642589438365703 0.00019228074932470918 0.0064758915516237416 0.00015156548470258714 0.003788912599981278 0.0032569525256236592
leaf_weight=22 25 81 24 22 74 38 20 20 20 30 43 25 178 48 39 31 45 93 34 22 26 343 37 41 56 20 30 20 1513 101
leaf_count=22 25 81 24 22 74 38 20 20 20 30 43 25 178 48 39 31 45 93 34 22 26 343 37 41 56 20 30 20 1513 101
internal_value=0 0.00206619 0.00235015 0.00334932 0.00188946 0.00174958 0.00357085 0.00195542 0.00209966 0.00225312 0.00316794 0.00376405 0.0036789 0.00354438 0.00219745 0.00359799 0.00150227 0.00194381 0.000305642 0.00363055 0.00365738 0.00303468 0.00378764 0.00383578 0.00474529 0.00217445 0.00380275 0.00376135 0.00384115 0.00274367
internal_weight=0 828 713 225 488 464 2293 426 406 386 174 131 200 2273 87 2186 212 167 115 2155 2133 369 1764 1727 81 50 1705 1664 1543 121
internal_count=3121 828 713 225 488 464 2293 426 406 386 174 131 200 2273 87 2186 212 167 115 2155 2133 369 1764 1727 81 50 1705 1664 1543 121
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=31
num_cat=0
split_feature=1 3 4 399 48 123 51 48 0 401 4 43 2 12 130 49 43 2 42 2 47 147 11 14 133 484 133 0 43 3
split_gain=0.11206 0.0372887 0.0269301 0.0229697 0.021734 0.0214774 0.0206706 0.0200632 0.0170623 0.0239477 0.0345772 0.0155946 0.018763 0.014401 0.01413 0.0168534 0.0195749 0.0139698 0.0131984 0.0173214 0.0123779 0.0118617 0.0125532 0.0179286 0.0241464 0.0111206 0.0133389 0.0177566 0.0113116 0.0150885
threshold=0.096325000000000008 0.31299000000000005 -0.17966999999999997 1.0000000180025095e-35 0.14925000000000002 0.085740000000000011 0.10532000000000001 -0.081134999999999999 -0.068604999999999985 0.080710000000000018 -0.55119499999999988 -0.24021999999999996 0.14445500000000003 -0.42850999999999995 0.10797500000000002 0.10969000000000002 -0.11720999999999999 0.15950500000000004 -0.085499999999999979 -0.0091949999999999983 0.098995000000000014 0.089365000000000014 0.075910000000000019 0.086645000000000014 -1.0000000180025095e-35 0.015535000000000002 0.095000000000000015 -0.053834999999999994 0.084740000000000024 -0.065819999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 7 -4 21 10 -10 -9 18 -3 15 16 -12 -15 -13 -20 -8 22 -1 24 -24 26 28 -28 29 -18
right_child=1 13 3 -5 -6 -7 20 11 9 -11 14 12 -14 17 -16 -17 25 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033289903604282406 0.0035725113815779129 0.0019359318862968524 0.0050618421245852245 -0.0014299712539650501 -0.0012317633151542396 0.0009830309837462936 0.0054744649547942437 0.0044436860401183371 0.0064926310791634028 -0.00011267998799060783 0.00016927594501637565 -0.00016623916663229465 -0.00084095128016391154 0.00030331720869677763 0.004983553290367127 -2.253421202853874e-05 0.0037324323117817666 -0.002642565358705311 0.00063287019566224336 0.0025506824392615302 0.0024524490019994911 0.001409574528975833 0.0064680148102343087 0.0072158190049231054 0.002089077914698625 0.0042610391116777091 0.0022099368018849244 0.0057919186037033799 -0.00017318633617833257 0.0011557009589407555
leaf_weight=1784 114 35 23 20 20 131 33 25 24 30 29 25 24 60 22 27 44 22 57 271 23 31 20 20 34 49 31 25 21 47
leaf_count=1784 114 35 23 20 20 131 33 25 24 30 29 25 24 60 22 27 44 22 57 271 23 31 20 20 34 49 31 25 21 47
internal_value=0 0.00190054 0.00215451 0.00190658 0.00201217 0.00211818 0.00242733 0.00218937 0.00323088 0.0025885 0.00284253 0.00202503 0.00186464 0.00023778 0.00254557 0.0023491 0.00260941 -0.000487042 0.00204859 0.0022174 0.00423328 0.00334956 0.00338193 0.00465818 0.00371091 0.00293551 0.00254889 0.00380904 0.00191882 0.00240159
internal_weight=0 883 766 652 632 612 481 425 2238 349 319 402 377 117 295 273 246 82 353 328 56 1889 1858 74 54 217 168 56 112 91
internal_count=3121 883 766 652 632 612 481 425 2238 349 319 402 377 117 295 273 246 82 353 328 56 1889 1858 74 54 217 168 56 112 91
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 0 15 1 4 49 47 13 160 16 48 4 0 1 157 475 150 3 0 12 159
split_gain=4.1517 0.690844 0.438782 0.406283 0.302131 0.238094 0.154907 0.151322 0.131678 0.119683 0.109394 0.118869 0.0942569 0.092651 0.0776011 0.0733397 0.0517356 0.0576584 0.0901607 0.0460557 0.0524759 0.0506786 0.0424235 0.0424181 0.0373176 0.0414284 0.0375542 0.0375098 0.0371075 0.0323347
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.09253500000000002 -0.10607499999999999 -0.098289999999999975 0.083135000000000014 0.0061450000000000003 -0.069799999999999987 0.13148500000000005 -0.0044799999999999987 -1.0000000180025095e-35 -0.0060749999999999997 0.093265000000000015 -0.52556499999999995 -0.080309999999999979 0.15799000000000005 -0.081364999999999979 -0.066784999999999983 1.0000000180025095e-35 -0.13927999999999999 -0.030209999999999997 0.11734000000000001 0.087225000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 10 -6 24 -5 11 -1 -13 19 -14 22 -3 29 -19 20 -12 -22 -4 -23 -7 26 -26 28 -28 -18
right_child=1 2 15 9 7 8 -8 -9 -10 -11 13 12 14 -15 -16 -17 17 18 -20 -21 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00042439371986914863 0.00039555676513561983 0.00017574492074551456 0.00011745075292708778 0.00035896141115885391 0.00035698327991724391 0.0004124145506838568 0.00049313075596109119 0.00021127202548086642 0.00025073670553215407 0.00021378228881545138 0.00051122093094942394 0.00038157244865524018 0.0003381532587536562 0.00035173755657190247 0.00018564179266391772 0.00022609633594459179 0.00034357831685566436 0.00023129306380621266 8.2476574187988742e-05 0.00036978338938639432 0.00042026132454058235 0.00030669246964594893 3.9866393567675968e-05 0.00039913313040675373 0.00042317507075389967 0.00027909220219331731 0.00037217683553198501 0.0002833996678769491 0.00030022260298802832 0.00023577814113478934
leaf_weight=53 76 178 120 34 87 60 76 40 41 61 21 38 23 108 29 20 20 72 20 97 988 20 35 417 38 23 248 24 31 23
leaf_count=53 76 178 120 34 87 60 76 40 41 61 21 38 23 108 29 20 20 72 20 97 988 20 35 417 38 23 248 24 31 23
internal_value=0 0.000219192 0.000197397 0.000391438 0.000230428 0.000396551 0.000406425 0.00031109 0.000356846 0.000265741 0.000402752 0.000350726 0.000307343 0.000407258 0.000253099 0.000114351 0.000197699 0.000226645 0.000198942 0.000411144 0.000413919 0.000412485 9.99317e-05 0.000394902 0.000367106 0.000359638 0.00036507 0.000357783 0.000364182 0.000285918
internal_weight=0 691 615 2430 440 2335 1870 127 465 95 1794 143 90 1651 52 175 313 135 92 1543 1446 1425 155 437 424 364 341 303 279 43
internal_count=3121 691 615 2430 440 2335 1870 127 465 95 1794 143 90 1651 52 175 313 135 92 1543 1446 1425 155 437 424 364 341 303 279 43
is_linear=0
shrinkage=0.00196078


Tree=9884
num_leaves=31
num_cat=0
split_feature=1 1 123 12 2 3 4 4 1 14 2 40 4 12 3 1 457 2 2 9 150 14 49 43 14 2 1 0 12 150
split_gain=4.85701 0.742174 0.42913 0.412674 0.248233 0.194135 0.189248 0.180742 0.162653 0.153063 0.126913 0.107658 0.0888216 0.0869931 0.0799915 0.184213 0.0656648 0.0579179 0.049608 0.0738009 0.0862988 0.0472629 0.0463536 0.0442263 0.0435026 0.0427788 0.0528209 0.0471421 0.036107 0.0391867
threshold=0.104035 0.12337000000000002 1.0000000180025095e-35 0.087215000000000015 0.098630000000000009 0.30112000000000005 0.40473500000000007 0.36766000000000004 0.077845000000000011 0.062655000000000016 0.13501500000000002 -0.065969999999999987 -0.55119499999999988 -0.42850999999999995 -0.12018999999999998 0.080270000000000022 0.26807500000000006 0.15950500000000004 0.10855000000000002 -1.0000000180025095e-35 0.083250000000000005 -0.23083499999999998 0.14233500000000002 -0.080324999999999994 -0.41790499999999997 0.091265000000000013 0.090405000000000013 -0.092759999999999995 0.11734000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 7 -5 11 -4 12 28 -3 -1 -7 15 -14 25 -15 19 -2 -21 -20 -13 -10 -9 26 -16 -28 29 -6
right_child=1 5 8 6 10 13 -8 24 23 -11 -12 22 14 17 16 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00057449987928629147 0.00020474960521406154 0.00017346061786297932 0.00043236384173484741 0.00041635397810736832 0.00042262390255107311 0.00017915635730645854 0.00024968816119064126 0.00023279054282953607 0.00028727275650042218 0.00053756771321092247 0.00030527730199228362 0.00035566674470623221 0.00046195082639590964 0.00010447062293709326 0.00046098178001469428 0.00026445522727870863 0.00034004989889712116 -2.2193062169205807e-05 0.00029838559135870037 0.00039098367366303244 0.00024634345360301772 0.00021203992557787185 0.00024456380652313565 0.00017718386041986592 0.00013519510653187727 0.00042982804100081179 0.00036588820378450818 0.00044083201423879943 0.00035238918297455396 0.0003423144164330819
leaf_weight=21 28 29 28 127 356 34 33 22 47 76 48 42 46 35 1108 30 21 23 31 35 29 114 22 20 87 316 38 214 36 25
leaf_count=21 28 29 28 127 356 34 33 22 47 76 48 42 46 35 1108 30 21 23 31 35 29 114 22 20 87 316 38 214 36 25
internal_value=0 0.00024974 0.000436042 0.000305039 0.000441298 0.000175066 0.000381979 0.00020907 0.00030686 0.000451379 0.000400755 0.000272567 0.000447728 0.000100406 0.000446227 0.000383992 0.000449014 5.42419e-05 0.000253097 0.000288711 0.000325444 0.0002305 0.000317475 0.00025441 0.000154893 0.000450379 0.000455154 0.000429531 0.000411746 0.000417354
internal_weight=0 691 2430 397 2335 294 160 202 95 1870 465 93 1794 92 1773 76 1697 58 237 92 64 145 64 67 109 1676 1360 252 417 381
internal_count=3121 691 2430 397 2335 294 160 202 95 1870 465 93 1794 92 1773 76 1697 58 237 92 64 145 64 67 109 1676 1360 252 417 381
is_linear=0
shrinkage=0.00196078


Tree=9885
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 2 4 47 14 150 2 13 2 2 2 4 16 3 4 47 4 4 16 15 1 2 16 2 133 12
split_gain=7.92934 0.949636 0.933431 0.552194 0.447133 0.358245 0.280947 0.266741 0.259515 0.201777 0.149861 0.149343 0.147605 0.151255 0.1302 0.121459 0.115885 0.0925432 0.0781424 0.0778756 0.100754 0.0762034 0.092162 0.0740396 0.076874 0.0593207 0.0571687 0.0559288 0.111386 0.0549526
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.097070000000000004 0.40124500000000002 0.12865500000000005 0.076975000000000002 1.0000000180025095e-35 0.13501500000000002 -1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 0.098035000000000011 0.41816000000000003 -0.069144999999999984 -0.22605499999999998 0.052250000000000012 0.077555000000000013 -0.040589999999999994 -0.15464999999999998 -0.0087049999999999992 -0.41942499999999994 0.14804000000000003 0.10276500000000001 -0.0087049999999999992 0.10803500000000001 0.085635000000000003 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 14 8 -5 12 18 11 17 -6 13 -3 19 -15 -9 -7 29 20 -1 -13 -23 -14 -25 -11 -16 28 -2 -4
right_child=1 7 5 6 9 10 -8 16 -10 25 -12 21 23 15 26 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00058447024991818545 0.00044765732744160818 0.00014699324827553286 0.00056428210510013643 0.00050635296432003881 0.00033247658928958865 0.00057445500171234628 0.00028412984866721955 0.00020533907299230431 0.00068826330783545162 0.00034753083342722819 0.00037008646932871299 0.00054908411193304804 0.00017718479475108901 0.0003718180190255466 0.00050046189851144472 0.00019386239441148204 0.00039398821752935478 0.00048875420339199215 0.00049683214588294169 0.00064153562671218816 0.00046507283561446588 0.00049410561488114578 0.00032794199289143584 0.00011719383145842299 -2.0674440175301226e-05 0.00024685116747520002 0.00038110537876523138 0.00025825125217300511 0.00025302189055318927 0.00054040655103806674
leaf_weight=49 20 71 677 89 42 56 29 21 52 60 37 33 41 29 27 30 31 359 109 24 61 33 21 48 23 36 36 132 26 819
leaf_count=49 20 71 677 89 42 56 29 21 52 60 37 33 41 29 27 30 31 359 109 24 61 33 21 48 23 36 36 132 26 819
internal_value=0 0.000269324 0.000521744 0.000347723 0.000437564 0.000538588 0.000451739 0.000190392 0.000551935 0.000377842 0.000489658 0.000428497 0.000163014 0.000207962 0.000505775 0.000281332 0.000317803 0.000500319 0.000547518 0.000540338 0.000518259 0.000474851 0.000429486 0.000110843 7.25323e-05 0.000309776 0.000432258 0.000278769 0.000337646 0.000551211
internal_weight=0 590 2531 296 422 2109 118 294 1657 225 452 129 242 130 197 59 52 415 1605 134 110 87 54 112 71 96 63 178 46 1496
internal_count=3121 590 2531 296 422 2109 118 294 1657 225 452 129 242 130 197 59 52 415 1605 134 110 87 54 112 71 96 63 178 46 1496
is_linear=0
shrinkage=0.00196078


Tree=9886
num_leaves=31
num_cat=0
split_feature=1 3 1 46 2 10 4 1455 1 16 52 0 11 2 52 150 16 42 42 160 481 133 42 42 42 4 0 133 13 159
split_gain=0.162847 0.0365597 0.0271985 0.0261402 0.0199766 0.0198502 0.0151614 0.0150931 0.0149749 0.0319826 0.0283044 0.0154781 0.0209224 0.0201784 0.0156142 0.0151986 0.0190699 0.0146579 0.0295351 0.0203569 0.0212225 0.019836 0.01766 0.0248096 0.0200064 0.0169242 0.025508 0.0249288 0.0195804 0.0154296
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.091265000000000013 -0.062879999999999978 0.42642000000000008 -0.23681499999999997 0.088485000000000022 0.38525000000000004 -0.081429999999999989 0.062580000000000011 1.0000000180025095e-35 0.10855000000000002 0.09086000000000001 0.087000000000000008 -0.082179999999999989 0.086555000000000007 0.087195000000000009 -0.54200499999999985 -0.086219999999999977 -0.00094999999999999989 0.085730000000000015 0.085345000000000018 0.086135000000000003 -0.080924999999999983 -0.084144999999999984 -0.010909999999999998 -0.066634999999999986 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 7 -4 -2 -1 11 10 -10 12 -6 14 -13 16 -12 22 21 -20 -21 -19 23 29 -24 26 27 -22 -27 -9
right_child=1 2 5 -5 8 -7 -8 17 9 -11 15 13 -14 -15 -16 -17 -18 18 19 20 25 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0068419032637029899 0.0035898010875616486 0.0018583274365230583 -0.002539799816025022 0.0055734733160352342 0.0037318184111391076 0.00092869012680074029 0.0016638113438742809 0.0043488754651254775 -0.0011618133581318294 0.0048755062895361337 0.0057809494417266584 0.0015469773661937903 0.0070155010151211174 -0.00033681617961043404 0.0053145685444839982 0.0003999426768859849 0.0015144396436517129 -0.0011587893712567165 0.0068459268431814218 0.001113859257371775 0.0041200855863280598 0.0031053607672220096 0.0082137645736414314 0.0010281647109271338 0.0042791547985481368 0.0038322036058599908 0.0033851459191866079 0.0082888050987094172 0.0014373676970792122 0.0016684089977802201
leaf_weight=20 191 357 21 20 651 77 52 900 28 40 22 22 20 21 22 20 20 20 22 29 26 24 24 24 28 274 53 32 39 22
leaf_count=20 191 357 21 20 651 77 52 900 28 40 22 22 20 21 22 20 20 20 22 29 26 24 24 24 28 274 53 32 39 22
internal_value=0 0.00217999 0.00166961 0.00205542 0.00389631 0.000185442 0.00317766 0.00411274 0.0035122 0.00252275 0.00147709 0.00368696 0.00382969 0.00221355 0.00343077 0.00266885 0.00374928 0.00407676 0.00364571 0.00387531 0.00373104 0.00116711 0.00430092 0.00420229 0.00609513 0.00391004 0.00497096 0.00642007 0.00353381 0.00428492
internal_weight=0 718 475 377 2403 98 243 1537 866 130 90 736 671 65 44 62 42 1517 519 475 453 44 998 946 52 424 111 58 313 922
internal_count=3121 718 475 377 2403 98 243 1537 866 130 90 736 671 65 44 62 42 1517 519 475 453 44 998 946 52 424 111 58 313 922
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=31
num_cat=0
split_feature=1 2 0 106 3 13 4 4 49 2 149 49 3 0 1373 1373 16 0 12 52 484 4 151 13 1447 1447 16 160 13 475
split_gain=0.133995 0.0404112 0.0255726 0.0230619 0.0175009 0.0192103 0.0161143 0.0159987 0.0171433 0.0149927 0.0141921 0.0202681 0.0218658 0.0152281 0.0153125 0.0282314 0.0186869 0.0258422 0.0169071 0.0160478 0.0140402 0.0158835 0.0135033 0.0129006 0.0126722 0.0256153 0.0133881 0.0141726 0.0143943 0.0163085
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.086340000000000014 0.31370500000000007 -0.47860499999999995 0.53859500000000016 0.42642000000000008 -0.088694999999999982 0.15361500000000003 0.07770500000000001 -0.014169999999999999 -0.094299999999999981 -0.14920999999999998 0.078175000000000008 0.08789000000000001 -0.071359999999999993 -0.11013499999999998 -0.010834999999999999 -1.0000000180025095e-35 0.041405000000000004 0.024790000000000003 0.015440000000000001 -0.10278499999999999 -0.086254999999999984 -0.085539999999999991 -0.039889999999999988 -0.090764999999999985 0.18141000000000002 -0.08230999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 -2 6 -6 8 -3 23 11 12 -1 20 16 -16 19 -18 -19 -15 21 -13 -10 -4 -20 -26 -27 -28 29 -29
right_child=4 2 9 -5 5 -7 -8 -9 22 -11 -12 13 -14 14 15 -17 17 18 24 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00038004430791582257 0.0017469611780040644 0.0038825421716319401 0.0013683467715357742 0.00057444271259009846 1.4444600997699631e-05 -0.001734564222116366 0.003554695807251847 0.0042077793367207052 0.0012049070503659701 0.00050459418191828515 0.0056561538168941354 0.0046974402597967403 0.0031191991152060357 0.0056162476698563514 0.008232301552779972 0.0029189826479705519 -5.4396656544312195e-05 0.0010565816191956401 0.0047523915351093959 0.0038063304190533195 0.0026593495271212998 0.0079964050650596624 -0.0016513579586899141 0.0033455348872508932 -0.00021455474066897295 0.0024962030814549511 0.0046585398828567657 0.0044391673385129815 0.0060007467260584238 0.002926105733866102
leaf_weight=34 275 20 36 25 36 34 20 20 96 22 34 54 204 52 20 20 23 31 67 846 21 20 20 396 20 128 108 91 20 328
leaf_count=34 275 20 36 25 36 34 20 20 96 22 34 54 204 52 20 20 23 31 67 846 21 20 20 396 20 128 108 91 20 328
internal_value=0 0.00338977 0.00267155 0.00359393 0.00135083 0.00014043 0.00127882 0.00156699 0.00117864 0.00305109 0.00362952 0.0035965 0.00272789 0.00370831 0.00364152 0.00557564 0.00359638 0.00325 0.00334584 0.00391114 0.00494143 0.00558905 0.000712448 0.00318077 0.00343897 0.00331236 0.00341686 0.00363229 0.00337982 0.00325472
internal_weight=0 2756 610 2146 365 90 56 156 136 454 2121 2087 238 1849 1754 40 1714 816 793 898 95 74 116 432 762 695 675 547 439 419
internal_count=3121 2756 610 2146 365 90 56 156 136 454 2121 2087 238 1849 1754 40 1714 816 793 898 95 74 116 432 762 695 675 547 439 419
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 47 4 1 14 2 2 4 4 0 15 150 12 1 158 4 47 0 43 0 1 4 4 15 3
split_gain=11.9935 2.10173 1.15988 1.04414 0.670892 0.575791 0.383786 0.329852 0.297038 0.294297 0.292579 0.285116 0.195654 0.192931 0.186896 0.173891 0.15539 0.141714 0.116095 0.101084 0.0980705 0.0979744 0.0939208 0.110644 0.0935585 0.0930551 0.0825581 0.0792357 0.075357 0.072092
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.13082500000000002 0.27834500000000006 0.09253500000000002 0.062655000000000016 0.14285500000000004 0.14285500000000004 0.033845000000000007 0.42051500000000003 -0.11173999999999999 -0.097454999999999986 1.0000000180025095e-35 0.087695000000000009 0.076935000000000017 0.085030000000000008 -0.52556499999999995 0.090100000000000013 -0.065229999999999996 -0.065269999999999981 -0.030209999999999997 0.089770000000000016 0.015030000000000002 0.19806500000000002 -0.41942499999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 21 11 -7 -5 12 16 13 14 -4 15 -1 18 20 24 27 -16 29 -19 -24 26 -22 -6 -14 -13 -3
right_child=1 2 6 8 10 7 -8 -9 -10 -11 -12 28 19 -15 17 -17 -18 22 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073534560732016279 0.00068621702473718662 0.00029979202017696433 0.00035915584387721252 0.00061104209941082485 0.00065425565669391633 0.00060819731826774104 0.00042217748711467041 0.00036734505054340056 0.00038363094091730776 0.0008039800678124407 0.00043969167332746022 0.00019701106644570669 0.00061249385136959232 0.00020882657896928404 0.00084436783492286885 0.00053118418445972611 0.00047396758155993302 0.0006804455281282975 0.00069368783230355628 0.00071231813318872478 0.00071273692520029566 0.00045221541884819528 0.00048881639691597631 0.00067321998674858255 0.00050409271094023652 0.00059326496003350162 0.00058466207122949768 0.00048044976829633772 8.519282659140499e-05 0.00037603127251665814
leaf_weight=23 71 99 52 34 139 69 37 32 63 79 39 37 104 89 21 53 27 804 81 33 697 33 22 29 29 26 124 21 62 92
leaf_count=23 71 99 52 34 139 69 37 32 63 79 39 37 104 89 21 53 27 804 81 33 697 33 22 29 29 26 124 21 62 92
internal_value=0 0.000367152 0.000329521 0.000662705 0.00067093 0.000408979 0.000236295 0.000531888 0.000463342 0.000686802 0.000601804 0.000207638 0.000681752 0.000264267 0.000687973 0.00059297 0.00061761 0.000692489 0.000628008 0.000615793 0.000712277 0.00035356 0.00067527 0.000593673 0.000609789 0.000708441 0.000621443 0.00059031 0.000126983 0.000336515
internal_weight=0 673 602 2448 2351 325 277 101 97 1912 439 240 1833 141 1675 76 400 1599 373 158 744 224 855 51 292 723 263 125 99 191
internal_count=3121 673 602 2448 2351 325 277 101 97 1912 439 240 1833 141 1675 76 400 1599 373 158 744 224 855 51 292 723 263 125 99 191
is_linear=0
shrinkage=0.00196078


Tree=9889
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 1 14 4 1 15 4 2 49 1 1 1 40 0 1 0 47 43 0 50 12 2
split_gain=6.27304 0.962923 0.573998 0.498049 0.343717 0.341964 0.218498 0.203492 0.199822 0.164033 0.142091 0.0977848 0.18626 0.103539 0.0889811 0.0884734 0.0819335 0.0744795 0.06665 0.0635411 0.0607316 0.0572955 0.0463028 0.0542185 0.0447104 0.0393592 0.0372824 0.0358323 0.0357097 0.0353302
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.091265000000000013 0.14753000000000002 -1.0000000180025095e-35 0.10613000000000002 0.13501500000000002 0.09253500000000002 0.062655000000000016 -0.015039999999999998 0.086920000000000011 -0.17952999999999997 -0.15464999999999998 -0.090999999999999984 -0.054984999999999992 0.16175000000000003 0.12408500000000001 0.087135000000000004 -0.077474999999999988 -0.23001499999999997 0.075045000000000014 -0.038659999999999993 0.091680000000000011 -0.0065949999999999993 -0.11991499999999998 0.041865000000000006 0.10589000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 6 20 29 11 -4 15 22 26 -14 -9 -1 -2 27 -16 -17 -3 -21 23 -6 -18 -5 -13 -7 -27 -8
right_child=1 5 9 25 8 17 7 14 -10 -11 -12 12 13 -15 18 19 24 -19 -20 21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00035799971491981585 0.00031418129515922282 0.00019444221603786313 0.00042354007860626313 0.00017737140445330855 0.00046260328778279202 9.3956516678785361e-05 0.00040556932537773853 0.0003488144147045472 0.00031297839207885164 0.00025454619991785243 0.00057724912725695319 0.0005042629603411303 0.00040164967962339816 0.00020874721503864977 0.00023537714753080817 0.00049144174183465155 0.00047861836346397668 -1.1028301094273448e-05 0.00015184380291686513 0.00036003181929973994 9.5785711044106493e-05 0.00046770645744744903 0.0004978683261561733 0.00039276850296299714 0.00040321251227040352 0.0003142158458240671 0.00042936214961420739 0.00018758755783200156 0.00021137338423845813 0.00030463628251762952
leaf_weight=22 23 47 34 32 264 55 30 20 48 63 62 28 20 23 125 1030 62 21 52 20 49 380 111 51 59 27 292 22 25 24
leaf_count=22 23 47 34 32 264 55 30 20 48 63 62 28 20 23 125 1030 62 21 52 20 49 380 111 51 59 27 292 22 25 24
internal_value=0 0.000247848 0.000461597 0.000351465 0.000467695 0.000194759 0.000223645 0.000254074 0.000435809 0.000313781 0.000485323 0.000443282 0.000419634 0.000298469 0.000224844 0.000481398 0.000421459 9.2479e-05 0.000210836 0.000483297 0.000144086 0.000462323 0.000463432 0.000451297 0.00044185 0.000231477 0.000435916 0.000120708 0.000264772 0.00036071
internal_weight=0 673 2448 228 2351 445 347 251 837 97 1514 789 363 43 197 1452 144 98 177 1430 96 400 426 315 121 84 320 77 52 54
internal_count=3121 673 2448 228 2351 445 347 251 837 97 1514 789 363 43 197 1452 144 98 177 1430 96 400 426 315 121 84 320 77 52 54
is_linear=0
shrinkage=0.00196078


Tree=9890
num_leaves=31
num_cat=0
split_feature=1 52 15 1 1 4 51 0 157 16 15 52 15 160 52 43 47 51 51 160 160 1446 49 52 150 2 457 9 10 41
split_gain=0.17497 0.0300453 0.0269308 0.0267137 0.0242015 0.0272069 0.0262049 0.0222057 0.0217264 0.0185555 0.04069 0.0334789 0.0172133 0.0173312 0.0186406 0.0170067 0.0298227 0.0302746 0.0254738 0.0178526 0.0194601 0.0174221 0.0171987 0.0170785 0.0207847 0.016693 0.0380226 0.0359084 0.0183334 0.0166277
threshold=0.10920500000000001 -0.26636999999999994 0.024640000000000006 0.14860500000000001 0.092845000000000025 -0.17966999999999997 0.10532000000000001 -0.077809999999999976 -0.0091799999999999989 0.066275000000000014 -1.0000000180025095e-35 0.10744000000000002 -0.0072999999999999992 -0.073679999999999982 -0.088614999999999985 -0.081154999999999991 0.077555000000000013 -0.090529999999999985 -0.14596499999999998 0.060610000000000004 0.11205000000000002 0.085075000000000012 0.0034800000000000005 -0.015069999999999998 0.10605000000000002 0.11411 0.045365000000000009 -1.0000000180025095e-35 0.09820000000000001 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 25 7 -6 12 15 -4 10 -9 -11 13 -7 -15 18 17 -17 -1 21 22 23 -21 24 -20 26 27 -3 -29 -27
right_child=1 3 8 -5 5 6 -8 9 -10 11 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0081364063639193778 0.0043548881351016464 0.00087020460354245231 0.0071960572798091642 -0.00015903865869697784 0.0046609759209344957 0.0048057896033592094 0.0055706012431376928 0.003889737313890711 0.0042718172905655506 0.0040673322028492408 -0.00051087197936890572 -0.00022875193826621398 -0.00043675202177837494 0.004509487807249221 0.0016076759667969433 0.00069240985635238197 0.0053801227967514107 0.0036570304036298296 0.0041131495875754908 0.0054336566145398793 0.003157244266476482 0.0066355050504207612 0.0090535660119106364 0.0029991039673329719 0.0075191930601639411 0.0012749532218903049 -0.0011576407874765045 0.0047131362524084454 0.0015876866917571297 0.0042816054425202314
leaf_weight=20 50 46 26 62 70 26 24 47 1115 195 38 20 24 26 149 39 88 295 122 35 20 25 21 121 21 229 22 102 23 20
leaf_count=20 50 46 26 62 70 26 24 47 1115 195 38 20 24 26 149 39 88 295 122 35 20 25 21 121 21 229 22 102 23 20
internal_value=0 0.00201678 0.00397635 0.00178483 0.00368662 0.00291919 0.00242953 0.00390777 0.00433845 0.0031732 0.00192241 0.0036677 0.00209448 0.00239672 0.0020388 0.00418084 0.00374237 0.00331086 0.00466146 0.00447105 0.00583484 0.00411241 0.00679112 0.00387348 0.00461334 0.0020575 0.00275553 0.00325898 0.00413805 0.00151645
internal_weight=0 554 2567 504 1426 319 249 1107 1141 300 85 215 225 201 175 807 422 334 385 365 76 289 56 264 143 442 193 171 125 249
internal_count=3121 554 2567 504 1426 319 249 1107 1141 300 85 215 225 201 175 807 422 334 385 365 76 289 56 264 143 442 193 171 125 249
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 2 376 1 457 14 159 2 1 2 4 2 2 12 4 399 2 4 52 0 4 43 3 150 10 16
split_gain=4.91027 0.614217 0.538064 0.468089 0.307995 0.209171 0.165111 0.159657 0.137069 0.131051 0.128424 0.125555 0.0907487 0.0886391 0.0958446 0.0829346 0.0708055 0.0611961 0.0847998 0.0505712 0.0504682 0.049278 0.0460711 0.0435529 0.0476954 0.0415716 0.0404607 0.0389151 0.0367261 0.0361559
threshold=0.10752500000000002 -0.40306999999999998 1.0000000180025095e-35 0.12408500000000001 0.10045500000000002 0.10774000000000002 0.080200000000000007 0.09253500000000002 0.080930000000000016 0.076175000000000007 -1.0000000180025095e-35 0.14122000000000004 0.089625000000000024 0.16394500000000004 0.42051500000000003 0.090425000000000019 -0.0091949999999999983 0.091325000000000003 -0.51843499999999987 0.091580000000000009 0.14285500000000004 0.053180000000000012 0.0031350000000000002 -0.060129999999999996 -0.011884999999999998 -0.080324999999999994 0.0068900000000000012 0.11648500000000002 -0.38124499999999995 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 9 6 -3 -4 11 12 -5 21 17 14 20 16 -14 18 -1 23 26 29 -23 24 -19 -9 -12 -7 -15 -6
right_child=1 3 7 10 8 27 -8 25 -10 -11 13 -13 15 28 -16 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055917561346409362 0.00041603914646046912 0.0003673815819116692 0.00038959989925758373 0.00026720795042245324 0.00046645955385633819 0.00022000245284674923 0.00018368478301985589 0.00025617511261773689 0.00025315957096638429 0.00050766989763642101 0.00016004802486069264 0.00027876476410265059 0.00031037526709056667 0.00010032896476130687 0.00010556498841899457 0.00030312812076444364 0.00041535659793303411 0.00042632647478066475 0.00043626530029226639 0.00050475043409010933 0.00011031288977748915 0.00032772334702901363 0.0004056655584561343 0.00033325110476730292 0.00037180391567007148 0.0001538764896700863 0.00026533080872111751 0.00012956901231583252 3.4652837026612689e-06 0.00039842029030309658
leaf_weight=22 52 76 34 26 34 142 25 56 34 77 23 41 27 34 108 33 290 212 1134 20 20 72 49 31 87 21 36 21 27 257
leaf_count=22 52 76 34 26 34 142 25 56 34 77 23 41 27 34 108 33 290 212 1134 20 20 72 49 31 87 21 36 21 27 257
internal_value=0 0.000212544 0.00041118 0.000192875 0.000417303 0.000251797 0.000321912 0.00027769 0.000373232 0.000428406 0.000136104 0.000382244 0.000425117 0.000122359 0.000143531 0.000396676 0.000406415 0.000431727 0.000438604 0.000409011 0.000195434 0.000392542 0.000359287 0.000403209 0.000410462 0.000228275 0.000224288 0.000208352 5.74549e-05 0.00040637
internal_weight=0 590 2531 538 2420 264 101 111 487 1933 274 453 1856 248 187 350 317 1506 1156 350 79 412 121 330 299 77 59 163 61 291
internal_count=3121 590 2531 538 2420 264 101 111 487 1933 274 453 1856 248 187 350 317 1506 1156 350 79 412 121 330 299 77 59 163 61 291
is_linear=0
shrinkage=0.00196078


Tree=9892
num_leaves=31
num_cat=0
split_feature=1 4 2 2 150 1 150 2 123 0 0 149 4 0 481 159 401 475 475 15 131 1 43 1213 1212 394 403 15 403 132
split_gain=0.166471 0.0283774 0.0250412 0.0189273 0.0195622 0.0205373 0.018592 0.016317 0.0152385 0.0134765 0.0153531 0.0127298 0.0124009 0.0167981 0.0164283 0.0163809 0.015114 0.0150523 0.0220571 0.0180762 0.016214 0.015827 0.0183874 0.0135942 0.012841 0.0164414 0.0155094 0.0306717 0.0203233 0.0396489
threshold=0.10920500000000001 0.27287000000000006 0.10005000000000001 -0.0091949999999999983 1.0000000180025095e-35 0.091535000000000019 0.084680000000000019 0.25063000000000007 0.08592000000000001 -0.026509999999999995 -0.13843999999999998 0.07770500000000001 -0.082249999999999976 -0.087084999999999982 -0.009074999999999998 0.11576000000000002 1.0000000180025095e-35 -0.084144999999999984 -0.081774999999999973 -0.013969999999999998 0.077860000000000013 0.096325000000000008 -0.080324999999999994 0.04198000000000001 0.090465000000000018 -1.0000000180025095e-35 -0.090484999999999996 0.085035000000000013 -0.085284999999999986 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 9 11 -4 10 -2 -3 13 23 15 -14 17 -16 19 -19 -20 22 -22 -5 26 -26 27 -15 -28 -30
right_child=1 7 8 12 -6 -7 -8 -9 -10 -11 -12 -13 14 24 16 -17 -18 18 20 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.006143119523213024 0.0015372888779287073 0.0012623661840992866 0.0034074150700166097 0.0049947385475996395 0.00061807930445638708 0.0019011168635915965 0.0014110671825530918 -0.0012461522773567898 0.00097327366238459951 0.0013920490716426523 0.0040416965555641242 0.0037807306190106001 0.0052089316227286464 0.0081848196468005587 0.004723287901706499 0.0024528971631079914 0.004717821054308494 0.0034685575678436598 0.0034495942376798748 -0.00049984433474795271 0.0039724158092953816 0.0029615726949746854 0.006620137301711914 0.0075875001619211766 0.0048692093826830391 0.0015495447665327105 0.0017668898309827511 0.004346270320649423 0.0081475349012762304 0.0039358062872947835
leaf_weight=21 30 229 542 91 32 25 82 24 27 34 133 22 157 30 120 25 159 22 719 24 54 42 51 26 25 37 34 68 25 211
leaf_count=21 30 229 542 91 32 25 82 24 27 34 133 22 157 30 120 25 159 22 719 24 54 42 51 26 25 37 34 68 25 211
internal_value=0 0.0019658 0.00387718 0.00404386 0.00251682 0.00383768 0.00267635 0.00124491 0.00329191 0.00320302 0.00358076 0.0014831 0.00410589 0.00450853 0.00394548 0.00483036 0.00381026 0.00367043 0.0035319 0.00139809 0.00364524 0.0046022 0.00525845 0.00557091 0.00421947 0.00288812 0.00444377 0.00552134 0.00405266 0.00438196
internal_weight=0 554 2567 1998 78 46 279 275 569 197 163 251 1920 547 1373 182 1191 1032 912 46 866 147 105 117 430 62 368 98 270 236
internal_count=3121 554 2567 1998 78 46 279 275 569 197 163 251 1920 547 1373 182 1191 1032 912 46 866 147 105 117 430 62 368 98 270 236
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 1 2 14 2 2 0 47 1 4 150 12 4 160 15 47 0 43 2 0 43 13 10 1
split_gain=10.365 1.61496 1.04406 0.998874 0.658657 0.556455 0.321448 0.308062 0.286032 0.241465 0.234077 0.221236 0.174249 0.189685 0.218448 0.165721 0.14575 0.142303 0.136033 0.0975462 0.088364 0.0841547 0.0824468 0.0784652 0.0742174 0.0742019 0.0728276 0.0718739 0.0705567 0.0702962
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.13082500000000002 0.077845000000000011 0.14122000000000004 0.062655000000000016 0.14753000000000002 0.11474000000000002 -0.10474999999999998 0.078875000000000015 0.083345000000000016 0.27834500000000006 1.0000000180025095e-35 0.091325000000000003 -0.52556499999999995 0.085130000000000011 -0.41942499999999994 0.078345000000000012 -0.07929499999999999 -0.084569999999999992 0.11510000000000002 -0.064754999999999993 -0.036954999999999995 -1.0000000180025095e-35 -0.39453499999999991 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 21 9 10 -5 16 12 15 -6 13 14 -1 -4 29 18 -14 -16 -12 23 -20 -3 -23 -19 -27 -17 -22 -7
right_child=1 2 6 7 11 8 -8 -9 -10 -11 20 -13 17 -15 19 27 -18 25 22 -21 28 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0006091316901547934 0.00061569525223679057 0.00021636679788971923 0.00034298493312306559 0.00058923555585015726 0.0005610979222632073 0.00056952184118052261 0.00038469000766374597 0.00034538071394034424 0.00040244076494305671 0.00074228775774977396 0.00018906387883950681 0.00034548880842824776 0.00080751353619145413 0.0006971181129601762 0.00036669265317443729 0.00016841937761182178 0.00044185809188467613 0.00061503742330418036 0.00065013541800648948 0.00053131097029237185 0.00014548686803227253 0.00048510791382332352 0.00059578366224574881 0.00032069271061496409 0.00031618730950297094 0.0004543656049786931 0.00061216626894027796 0.00028438346133112215 2.1321846496488673e-06 0.00063115294358970155
leaf_weight=62 71 34 40 28 77 314 37 69 41 76 32 24 20 33 31 86 30 448 1014 25 22 20 120 150 20 23 22 27 33 92
leaf_count=62 71 34 40 28 77 314 37 69 41 76 32 24 20 33 31 86 30 448 1014 25 22 20 120 150 20 23 22 27 33 92
internal_value=0 0.000336008 0.000303022 0.000610765 0.000378408 0.00061881 0.000214572 0.000415772 0.000559018 0.00063403 0.000188346 0.000509864 0.000629454 0.000565704 0.000528953 0.000234522 0.000573742 0.000635298 0.000647211 0.000440183 0.000107139 0.000319135 0.000644384 0.000301415 0.000400648 0.000607413 0.000531513 0.000196128 5.94741e-05 0.000583488
internal_weight=0 673 602 2448 325 2351 277 97 477 1874 240 101 1798 151 118 153 436 1647 1154 56 87 224 1134 184 40 493 45 113 55 406
internal_count=3121 673 602 2448 325 2351 277 97 477 1874 240 101 1798 151 118 153 436 1647 1154 56 87 224 1134 184 40 493 45 113 55 406
is_linear=0
shrinkage=0.00196078


Tree=9894
num_leaves=31
num_cat=0
split_feature=1 2 0 106 10 10 34 2 10 14 2 133 14 44 11 39 3 14 0 51 1 1 97 4 2 16 52 48 13 150
split_gain=0.174604 0.0486646 0.0303264 0.0228829 0.0201782 0.0241894 0.0191188 0.0225059 0.0228452 0.0171884 0.0171522 0.0167985 0.0166916 0.0157666 0.0216199 0.0157243 0.0186803 0.0180016 0.015127 0.0352547 0.0339464 0.0164854 0.0148878 0.0138206 0.0129087 0.0125275 0.0379699 0.0191684 0.0125255 0.012329
threshold=0.11829500000000003 0.10252500000000002 -0.13843999999999998 0.086340000000000014 -0.079859999999999987 -0.38851999999999992 -0.038779999999999995 0.11870500000000002 0.069930000000000006 0.076175000000000007 0.15361500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.08740500000000001 0.10484500000000001 0.149315 -0.072219999999999993 -0.13027499999999997 -0.030229999999999996 0.083135000000000014 0.090740000000000015 -0.079444999999999988 -0.50427999999999995 -0.090999999999999984 -0.36241499999999999 -0.075329999999999994 0.085845000000000019 -0.14179999999999995 -0.091839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 9 5 -2 22 8 -8 13 23 -9 -3 14 18 16 17 -13 19 -1 -21 -22 -6 -4 -20 -14 27 -27 -25 -26
right_child=4 2 10 -5 6 -7 7 11 -10 -11 -12 15 25 -15 -16 -17 -18 -19 24 20 21 -23 -24 28 29 26 -28 -29 -30 -31
leaf_value=-0.00083766961353831009 0.0014016765012296248 0.0045965953418635767 0.0057245891298710683 0.0011065268253441902 0.0016203209384305713 -0.0029811568674631417 0.004435064216099207 -0.0009010626766830683 0.0011519057300662804 0.0055429681140230971 0.00079166838814589123 0.0059493911770087757 0.0025356796867166101 0.0068854606436798346 0.00079234606120735416 -9.3618546309175375e-06 0.0010698173805448116 0.0023549806308246369 0.0023143374147145328 0.0062461094904158803 0.00014449924399906938 0.0036378461037695937 -0.0020738807227462532 0.0012843181102653034 0.0066099869020815414 -0.00030478745000436905 -0.002861467370729026 0.003666046415380533 0.0036402325509313164 0.0041730871901327574
leaf_weight=20 34 20 30 25 24 20 67 25 31 85 22 22 63 20 20 33 51 38 37 35 22 35 20 24 21 20 22 31 378 1826
leaf_count=20 34 20 30 25 24 20 67 25 31 85 22 22 63 20 20 33 51 38 37 35 22 35 20 24 21 20 22 31 378 1826
internal_value=0 0.00389024 0.00310207 0.00411427 0.00156275 -0.000221595 0.00187257 0.00219086 0.00339651 0.00414973 0.00351539 0.00149172 0.00189923 0.00409156 0.00406384 0.00190714 0.00247691 0.00367293 0.00409662 0.00296754 0.00379475 0.00228954 -5.88616e-05 0.0036541 0.00416375 0.00150255 0.000610951 0.00210886 0.00349958 0.00420079
internal_weight=0 2756 610 2146 365 54 311 267 98 2121 454 169 156 2036 2016 144 111 60 1996 112 92 57 44 432 1884 136 73 51 402 1847
internal_count=3121 2756 610 2146 365 54 311 267 98 2121 454 169 156 2036 2016 144 111 60 1996 112 92 57 44 432 1884 136 73 51 402 1847
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=31
num_cat=0
split_feature=1 2 124 48 42 3 12 12 132 13 8 159 13 4 4 2 48 14 147 16 14 3 15 403 12 13 12 16 42 151
split_gain=0.141727 0.0405159 0.0210527 0.0200201 0.019244 0.0166088 0.0190196 0.0165162 0.0178912 0.0151498 0.0149691 0.0148604 0.0148529 0.0147353 0.0132695 0.0145063 0.0143681 0.0131534 0.0129106 0.0144962 0.0125092 0.0133542 0.0380003 0.0690772 0.0286985 0.0191648 0.0284435 0.0160493 0.0152066 0.0134754
threshold=0.11846000000000002 0.10613000000000002 -1.0000000180025095e-35 0.12737000000000001 -0.0060199999999999993 0.30112000000000005 -0.42850999999999995 0.086095000000000019 0.080640000000000017 -0.081029999999999977 0.080475000000000005 0.097885000000000014 -0.52014499999999986 0.23246000000000003 0.41379000000000005 0.14530500000000005 0.016865000000000002 -0.46166999999999997 0.093615000000000018 -0.018494999999999998 0.076175000000000007 -0.097174999999999984 0.040760000000000005 -0.0047449999999999992 0.085440000000000016 0.090705000000000008 0.09320500000000001 0.057265000000000003 0.079510000000000011 -0.085164999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 14 -7 8 9 -3 20 12 -8 -9 15 16 -2 -16 19 -11 21 22 23 -4 -24 26 28 -27 -25 -23
right_child=5 3 10 -5 -6 6 11 13 -10 18 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 29 24 25 -26 27 -28 -29 -30 -31
leaf_value=0.004125324952266445 0.0039183520850961783 0.0011625149202050776 -0.0033975007734261455 -0.00013304248083538067 0.0014762023292906299 0.0021860489306752299 0.00012878319714218378 0.003595110213906837 -0.00027421215657981251 0.004962888401933015 0.0064745280891656881 0.0013647261911749163 -0.0036365523172373123 0.0014792843927065597 0.0033795792930981236 0.00040401683621054806 0.0014631991638059453 0.00064640019935130683 0.00088488117326051001 0.0024246261061893568 0.0049446256542046568 0.0046669897642258752 0.0078313245649703541 0.001614147816743592 0.0036183155456664742 0.0027802806205727395 -0.00099653801759510912 0.0061251615962156884 0.0047312257819455764 0.0036885742859421168
leaf_weight=42 67 56 20 24 79 34 20 246 27 45 20 22 22 38 21 26 37 109 20 45 81 154 22 34 61 32 24 26 29 1638
leaf_count=42 67 56 20 24 79 34 20 246 27 45 20 22 22 38 21 26 37 109 20 45 81 154 22 34 61 32 24 26 29 1638
internal_value=0 0.0034988 0.00367902 0.00268513 0.00239573 0.00138414 0.000274706 0.00282692 0.00211312 0.00250143 0.00375154 -0.000740695 -0.00184354 0.00331201 0.00180231 0.00251671 0.00304488 0.00108791 0.00318305 0.00369376 0.00372587 0.00367748 0.00298971 0.00211177 0.00473502 0.00287167 0.00193298 0.00427971 0.00304899 0.00377266
internal_weight=0 2763 2262 501 121 358 98 477 193 166 2141 64 42 284 260 130 104 130 110 90 2121 2040 248 165 83 145 87 58 63 1792
internal_count=3121 2763 2262 501 121 358 98 477 193 166 2141 64 42 284 260 130 104 130 110 90 2121 2040 248 165 83 145 87 58 63 1792
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=31
num_cat=0
split_feature=1 2 40 150 12 0 9 44 13 150 151 1 4 481 401 160 475 123 34 1429 42 483 1212 0 159 47 40 4 13 132
split_gain=0.114799 0.0332514 0.0195784 0.0202915 0.0295316 0.01933 0.0169648 0.0164625 0.0156219 0.0148838 0.0147234 0.0146949 0.0144852 0.014252 0.014577 0.0154508 0.0151416 0.0157676 0.0171874 0.0158416 0.0344541 0.0147885 0.0138511 0.0159008 0.0138323 0.0134818 0.0169031 0.012063 0.0239526 0.0166445
threshold=0.11846000000000002 0.10005000000000001 0.051255000000000002 1.0000000180025095e-35 0.087995000000000004 -0.23091999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.16152999999999998 0.080470000000000014 -0.039414999999999999 0.16773500000000005 -0.082249999999999976 -0.009074999999999998 1.0000000180025095e-35 0.3961050000000001 -0.084144999999999984 0.083805000000000004 -1.0000000180025095e-35 0.057970000000000008 0.084895000000000012 -0.069964999999999986 -0.082209999999999991 -0.087319999999999995 0.11576000000000002 0.085505000000000012 -0.0087249999999999984 0.033845000000000007 -0.086354999999999987 0.096135000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 5 -5 9 12 -3 -1 -7 25 22 24 15 16 -15 18 -18 21 -21 -20 -8 -24 -14 -2 -27 28 -10 -30
right_child=11 2 -4 4 -6 10 7 -9 27 -11 -12 -13 13 14 -16 -17 17 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0004359542413360693 0.00099977522700604097 0.00092486642641137907 -0.00053753476706333461 0.0028455290943384171 0.0046633423454212871 0.00067431890730825601 0.0018116133646055297 0.0062442294950596985 0.0066760843553181209 0.0033333016457618215 -0.0026351829618215562 -0.0011993957835290097 0.0043771790032060848 0.0039364278570150702 0.0039691591791169408 0.0052298420590573347 0.0056569598349077363 0.00042013319076171941 0.00091108543058146258 -0.0021915658004581931 0.0030391734634416506 0.0029543808491985422 0.0050573458694852889 0.0036536085260330149 0.0018434845046140253 0.00030126036124004588 0.0031968574843227143 0.0024262676106410058 0.0033835502178795906 0.0003952868562191725
leaf_weight=22 235 38 20 26 22 41 33 20 21 20 20 23 156 123 161 29 21 28 37 20 34 830 100 418 25 28 72 204 274 20
leaf_count=22 235 38 20 26 22 41 33 20 21 20 20 23 156 123 161 29 21 28 37 20 34 830 100 418 25 28 72 204 274 20
internal_value=0 0.00314892 0.00254529 0.00263787 0.0013901 0.000562381 0.00334829 0.00338935 0.00288205 0.00135893 -0.000410764 0.00124573 0.00336101 0.00319653 0.00307934 0.00295165 0.00289121 0.00275867 0.00282818 0.00276368 0.00110186 0.00286718 0.00379805 0.0039246 0.00402722 0.0014136 0.00238609 0.00302535 0.00341332 0.00318027
internal_weight=0 2763 686 666 109 87 2077 2035 557 42 61 358 2015 1464 1283 1122 1093 970 942 921 54 867 551 518 181 335 100 519 315 294
internal_count=3121 2763 686 666 109 87 2077 2035 557 42 61 358 2015 1464 1283 1122 1093 970 942 921 54 867 551 518 181 335 100 519 315 294
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 2 4 4 1 2 2 52 4 50 0 3 52 49 4 15 1 11 133 13 50 1 16 474 1 15
split_gain=5.63799 0.853222 0.535835 0.453835 0.368236 0.266596 0.190169 0.177717 0.143784 0.120895 0.139605 0.102582 0.115299 0.0991987 0.0892126 0.103118 0.0705608 0.0641547 0.0570213 0.0926238 0.0566383 0.0556943 0.0530197 0.0617757 0.0527117 0.0529223 0.0504307 0.0476349 0.0730138 0.0421853
threshold=0.104035 -0.40967499999999996 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.042705000000000007 0.40473500000000007 0.077845000000000011 -1.0000000180025095e-35 0.10467500000000002 1.0000000180025095e-35 0.27044500000000005 0.041865000000000006 -0.07929499999999999 0.086245000000000016 0.12603000000000003 -0.054984999999999992 -0.49013999999999996 0.050935000000000008 0.12040000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.012549999999999997 0.083640000000000006 0.083835000000000007 -0.12029499999999999 0.090685000000000016 0.080270000000000022 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 6 14 17 -5 20 -11 12 26 29 15 21 22 -6 24 27 -3 -1 -12 -24 25 -16 -8 28 -20 -4
right_child=1 2 13 8 7 -7 11 -9 -10 10 16 -13 -14 -15 18 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00046795779387325291 0.00043802864261363681 0.00021792924506407158 0.00012890225028096999 0.00042790441828615523 0.00028805010751181958 0.00030353883946363148 0.00044357178404050713 0.00023678607483381623 0.00026059090912768345 0.00037043342608944957 0.00012560692246368387 0.00045144783648365112 0.0002388934419602573 0.00020490782408445491 0.00039466749428507475 0.00038914941774263268 0.00031499017838905409 0.00041417461264434943 0.00040075106446619803 0.00045036382853344781 0.00012155637729544348 0.00052563462155573535 0.00017888748972049725 0.00025452223629774155 0.0005670646882079451 0.00049036453073068745 0.00036913592198327991 0.00044813662413423417 0.0002909387754650435 4.5488185029409636e-05
leaf_weight=1205 76 37 37 28 20 48 52 47 67 27 26 110 21 30 33 62 27 69 118 341 64 68 75 93 21 68 107 52 29 63
leaf_count=1205 76 37 37 28 20 48 52 47 67 27 26 110 21 30 33 62 27 69 118 341 64 68 75 93 21 68 107 52 29 63
internal_value=0 0.00024203 0.000217809 0.000442753 0.000247774 0.000448158 0.000451193 0.000334323 0.000309904 0.000214047 0.000237336 0.000404273 0.000375445 0.000106018 0.000458007 0.000467236 0.000221075 0.000385832 0.000439396 0.000430746 0.000156861 0.000471039 0.000208005 0.000220757 0.000477682 0.000459097 0.00039348 0.00039713 0.000379087 7.63514e-05
internal_weight=0 691 615 2430 485 2335 2287 136 95 349 248 290 180 130 1997 1335 221 89 662 540 101 1273 194 168 122 101 159 199 147 100
internal_count=3121 691 615 2430 485 2335 2287 136 95 349 248 290 180 130 1997 1335 221 89 662 540 101 1273 194 168 122 101 159 199 147 100
is_linear=0
shrinkage=0.00196078


Tree=9898
num_leaves=31
num_cat=0
split_feature=4 2 52 457 12 15 4 0 0 3 3 4 133 4 48 160 4 160 1 150 14 13 10 13 0 0 2 13 4 12
split_gain=0.116636 0.0380381 0.0241258 0.0234604 0.0189696 0.0245527 0.016409 0.0158456 0.0216451 0.0311031 0.020787 0.0197422 0.0197037 0.0187326 0.0176699 0.0247767 0.0200164 0.0158262 0.0176906 0.0155922 0.0175109 0.0180167 0.0474043 0.0191494 0.0187059 0.0169901 0.0161994 0.0156271 0.0152494 0.0155834
threshold=0.26450500000000005 0.14285500000000004 0.039215000000000007 0.31508000000000008 -0.010834999999999999 -0.14601999999999996 0.50500500000000004 -0.14920999999999998 -0.10836499999999999 -0.12711499999999995 -0.080934999999999993 0.022185000000000003 0.11524500000000001 0.057560000000000007 0.093265000000000015 -0.40957499999999997 -0.51843499999999987 0.0030550000000000004 0.081670000000000006 0.12068000000000002 -0.47013499999999991 -0.15714499999999998 -1.0000000180025095e-35 0.05868000000000001 -0.036484999999999997 -0.084674999999999986 0.11018500000000002 -0.39067499999999994 0.09173000000000002 -0.054684999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 19 4 5 -1 -4 13 9 -9 -11 14 -13 17 16 -16 -10 18 -6 20 -2 27 -23 24 25 26 -24 -22 29 -7
right_child=2 -3 6 -5 7 28 -8 8 11 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057091173456865364 0.0028705919083828729 0.0011419436550997408 0.0039412179562662332 0.00041522492181935252 0.0048745707355971855 0.0020390424905113607 0.0014926728317438956 0.0049328409066354793 0.0058871097675162474 -0.0013209513245293729 0.0020397848930091612 0.0028493339893920413 0.0001313154983724798 0.0071288342898090679 -0.00076965171001141988 0.0029425694519377432 0.0035047573975169489 0.0055719010215491442 0.0019551209279098643 0.0032672939482533063 0.00034851671180463048 -0.0045330482810227715 -0.00094734167449552419 -0.0019208449363109789 0.0031963644934625461 -0.002140678182000887 0.0021880078256233701 0.0037981413673454281 0.0042341435405736172 -0.00087437595994699574
leaf_weight=20 30 89 49 29 35 146 62 27 36 26 63 191 31 21 21 125 1733 39 51 24 29 22 26 28 29 22 45 24 27 21
leaf_count=20 30 89 49 29 35 146 62 27 36 26 63 191 31 21 21 125 1733 39 51 24 29 22 26 28 29 22 45 24 27 21
internal_value=0 0.00317533 0.00132661 0.00324383 0.00327522 0.0023731 0.00257356 0.00335569 0.00329027 0.0019599 0.001058 0.00336249 0.00246979 0.00436528 0.00346597 0.00240862 0.00355324 0.003901 0.00314327 0.000830515 0.000601171 0.000298581 -0.000198149 0.000437636 0.000978927 0.000287468 0.00103985 0.00191061 0.00202918 0.00167268
internal_weight=0 2731 390 2642 2613 214 111 2399 2253 116 89 2137 222 146 1915 146 1769 125 86 279 255 225 172 150 122 93 71 53 194 167
internal_count=3121 2731 390 2642 2613 214 111 2399 2253 116 89 2137 222 146 1915 146 1769 125 86 279 255 225 172 150 122 93 71 53 194 167
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=31
num_cat=0
split_feature=4 3 2 52 457 106 44 159 3 12 150 47 157 15 48 0 15 52 12 49 16 11 150 3 4 51 156 475 1451 12
split_gain=0.0944755 0.0315151 0.0254644 0.0195419 0.0179748 0.0174674 0.0164295 0.0148388 0.0141549 0.0153382 0.0138334 0.0133311 0.0137807 0.0131481 0.0185009 0.024671 0.0164598 0.0176423 0.0172675 0.0149494 0.0202049 0.0129465 0.012909 0.0153936 0.0157651 0.0126415 0.0324022 0.023208 0.0196651 0.0189322
threshold=0.26450500000000005 0.20828500000000003 0.17025000000000004 0.039215000000000007 0.31508000000000008 0.085655000000000009 0.081805000000000017 0.10600500000000002 0.42240500000000009 -0.10022999999999999 0.12068000000000002 0.11043500000000002 -0.50331999999999988 -0.11713499999999999 0.082620000000000013 0.041630000000000007 -0.091184999999999988 -0.011499999999999998 0.10312500000000001 0.12497000000000001 0.51222500000000004 0.096970000000000015 0.116995 -0.13927999999999999 0.50194500000000009 -0.13782999999999998 0.088305000000000008 -0.083589999999999984 0.089825000000000002 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 11 -5 9 -2 22 12 -1 -14 19 16 17 -16 -18 21 -21 25 23 24 -11 -15 28 -28 -27 -29
right_child=3 -3 -4 7 -6 -7 -8 -9 -10 10 -12 -13 13 14 15 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0051454191165976231 0.0034246212003104719 0.00080798199009696463 -0.00039885971067554277 0.0030682583434286361 0.00027436016115825625 0.0006089726049873618 0.0050889905416280842 0.00053862733978100798 -0.001628866246471222 0.00080984468239226519 0.0030460307439922046 0.001894777551803788 0.0039831610312628784 0.0040304436789093808 0.00018822355042123851 -0.0011383117663735036 0.0034199940116460114 0.0031915179431258192 0.00034635439625985571 5.7175966306916767e-05 0.0040021982713369653 0.00094955294126910822 -0.0019537960668094454 0.00013526019635054268 0.0042756022929790471 0.0031211907207986857 -0.00087814877080100206 0.0030479216602095089 0.0061309994907457043 -0.00029856525784866379
leaf_weight=30 23 73 23 78 25 31 37 33 23 35 23 111 126 140 53 21 141 31 21 37 20 28 20 134 21 1635 31 73 22 22
leaf_count=30 23 73 23 78 25 31 37 33 23 35 23 111 126 140 53 21 141 31 21 37 20 28 20 134 21 1635 31 73 22 22
internal_value=0 0.0028578 0.00291409 0.00119395 0.00294301 0.00296857 0.00299694 0.00231621 0.000747463 0.000960962 0.000717768 0.00296649 0.00301542 0.00298881 0.00293373 0.00215169 0.00243254 0.00129658 0.00302156 0.00303772 0.00144139 0.00308436 0.000462767 0.000717143 0.0021095 0.00311544 0.0030436 0.00149768 0.00316115 0.00227295
internal_weight=0 2731 2658 390 2635 2610 2579 111 279 256 233 2542 2431 2401 2275 267 246 84 162 2008 57 1951 210 190 56 1923 1783 126 1657 95
internal_count=3121 2731 2658 390 2635 2610 2579 111 279 256 233 2542 2431 2401 2275 267 246 84 162 2008 57 1951 210 190 56 1923 1783 126 1657 95
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 2 2 2 4 15 14 10 11 1 4 12 15 151 47 1 4 3 12 3 1 4
split_gain=7.97452 1.30372 0.835764 0.604234 0.508096 0.36951 0.3421 0.259321 0.257027 0.227622 0.198352 0.197222 0.145431 0.132711 0.115984 0.0901723 0.0850529 0.114679 0.146848 0.0797399 0.077214 0.0740056 0.0778512 0.0732499 0.0676582 0.0632177 0.0597674 0.0565949 0.0503167 0.0473871
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.13082500000000002 0.11474000000000002 0.14285500000000004 0.089885000000000007 0.27834500000000006 -0.41942499999999994 0.062655000000000016 -0.38124499999999995 1.0000000180025095e-35 0.088975000000000012 -0.087894999999999987 0.095780000000000018 -0.086849999999999997 -0.088784999999999989 0.090100000000000013 0.091195000000000012 -0.0070899999999999991 -0.017889999999999996 0.10124000000000001 -0.10831999999999999 0.11669000000000002 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 21 6 11 20 10 24 12 14 -4 -12 23 -15 17 19 -19 27 -1 -3 28 -5 -6 -14 -26 -13 -23 -21
right_child=1 2 8 5 9 -7 -8 -9 -10 -11 13 16 25 15 -16 -17 -18 18 -20 29 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00056244727540639484 0.00054531856637036709 0.00036426182872816628 0.0003188761162570204 0.00057197397198906826 0.00059146839309124895 0.00028416910947565637 0.00036738480545072918 0.00032936430963850316 0.00034537373088935918 0.00028406583211001225 0.00019546194927679068 0.00047319523019086668 0.00024868347142522555 0.00013804274911572242 0.00065377117201588508 -1.4394563374765489e-05 0.00059358634250079639 0.00055237689180521576 0.00035534028309179924 0.00052153133639202707 0.00043800150559585325 0.00027605402008058099 0.00038138540435097651 0.0005320422459536351 0.00052453379213319854 0.00014433941182048033 0.00039834721242507125 0.00055671355894139005 0.00019659955382082318 0.00046352189002330706
leaf_weight=36 76 40 39 1111 23 20 38 67 37 24 37 34 33 25 60 37 77 26 33 228 41 131 22 210 31 69 27 378 40 71
leaf_count=36 76 40 39 1111 23 20 38 67 37 24 37 34 33 25 60 37 77 26 33 228 41 131 22 210 31 69 27 378 40 71
internal_value=0 0.000303041 0.000273101 0.000541759 0.000338536 0.00054952 0.000551862 0.000418566 0.000193255 0.000451784 0.000169803 0.000555008 0.000217036 0.000102531 0.000569456 4.70721e-05 0.000531452 0.000525238 0.00044217 0.000532132 0.000496184 0.000287502 0.000271593 0.000565626 0.000501478 0.000178098 0.000465792 0.000549821 0.000257468 0.000507757
internal_weight=0 691 615 2430 338 2286 2266 144 277 105 240 2228 141 99 1381 62 847 770 59 711 77 233 193 1321 81 102 58 412 171 299
internal_count=3121 691 615 2430 338 2286 2266 144 277 105 240 2228 141 99 1381 62 847 770 59 711 77 233 193 1321 81 102 58 412 171 299
is_linear=0
shrinkage=0.00196078


Tree=9901
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 1 2 2 4 2 14 50 1 1447 47 159 1 3 0 15 52 1 2 457 13 1 39 4
split_gain=4.7395 0.795263 0.524838 0.406278 0.272999 0.238483 0.153922 0.1504 0.142463 0.140393 0.146232 0.123363 0.0787848 0.0639884 0.0621778 0.0588207 0.0584769 0.0559789 0.0557624 0.055622 0.0538165 0.0512053 0.0486696 0.116115 0.0895929 0.0449571 0.0596783 0.0437398 0.0399193 0.0379421
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.077845000000000011 0.089885000000000007 0.14285500000000004 0.40945500000000007 0.11474000000000002 0.062655000000000016 0.086295000000000011 0.091195000000000012 -0.082869999999999985 0.078345000000000012 0.082585000000000006 0.085110000000000005 1.0000000180025095e-35 -0.078904999999999989 -0.41942499999999994 -0.56176499999999996 0.086920000000000011 0.097845000000000015 0.094310000000000019 -1.0000000180025095e-35 0.11588000000000001 0.093755000000000019 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 16 6 8 -5 12 10 -4 27 14 21 -1 -10 19 22 20 -3 -19 -11 -17 29 -25 26 -21 -6 -23 -24
right_child=1 2 9 7 11 -7 -8 -9 15 13 -12 -13 -14 -15 -16 17 -18 18 -20 25 -22 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00044841404225357017 0.00042893263608432527 0.00018233997525787546 0.0002609112233020901 0.0004187320017305409 0.00042555392141533055 0.00029207597211995499 0.00026850946612387181 0.00024761292930253073 0.0004852692464872652 0.00013492894130667636 0.00014175855451621148 0.00022771932409917995 0.00051574512878039787 0.00019426582492771766 0.00041207202233855335 0.00047334840841802375 0.00029799128873233649 0.0004602006227058203 0.00053994884204909023 0.00023046850767185822 0.00036756288106015565 -5.7941843360644197e-06 0.00041585933410573839 0.0002244939879982982 0.00037831831170679334 0.0001809990246554995 0.00034756906487496764 0.00033282119065824182 0.00010129943443779839 0.00037845621012536361
leaf_weight=1117 76 94 66 28 48 48 22 67 42 35 99 24 59 22 216 36 41 73 21 44 36 32 470 24 37 27 27 33 23 134
leaf_count=1117 76 94 66 28 48 48 22 67 42 35 99 24 59 22 216 36 41 73 21 44 36 32 470 24 37 27 27 33 23 134
internal_value=0 0.000239708 0.000216325 0.000423744 0.000268179 0.000428857 0.000431728 0.000298048 0.000433314 0.000153051 0.00018942 0.00035119 0.000445629 9.94717e-05 0.000442525 0.000413677 0.000230771 0.000410059 0.000447429 0.000216416 0.000429605 7.62998e-05 0.000403129 0.000399327 0.000317797 0.000249102 0.000275 0.000387774 3.89904e-05 0.000407561
internal_weight=0 691 615 2430 338 2335 2287 95 2265 277 165 105 1392 112 1333 873 233 831 130 192 109 90 701 665 61 98 71 81 55 604
internal_count=3121 691 615 2430 338 2335 2287 95 2265 277 165 105 1392 112 1333 873 233 831 130 192 109 90 701 665 61 98 71 81 55 604
is_linear=0
shrinkage=0.00196078


Tree=9902
num_leaves=31
num_cat=0
split_feature=1 2 0 4 30 11 11 3 12 2 13 49 52 151 159 130 4 97 2 2 1 13 403 0 1184 455 1375 12 157 42
split_gain=0.122012 0.0337785 0.018671 0.018479 0.0176361 0.0167928 0.0186257 0.0157219 0.0181416 0.0147882 0.0156899 0.014397 0.0143133 0.0130006 0.0125994 0.0125885 0.0187345 0.0130302 0.0193709 0.0119563 0.0187737 0.0115907 0.0108764 0.0139285 0.0100563 0.0093132 0.0113236 0.0117923 0.0201181 0.0269503
threshold=0.11846000000000002 0.10045500000000002 -0.13843999999999998 0.42642000000000008 0.086065000000000016 0.080455000000000013 0.085155000000000022 0.30112000000000005 -0.42850999999999995 0.15609500000000001 -0.14179999999999995 -0.088694999999999982 -1.0000000180025095e-35 0.015440000000000001 0.097885000000000014 -0.0060099999999999989 -0.033174999999999989 -0.049229999999999996 0.13501500000000002 -0.0091949999999999983 0.094090000000000021 -0.52014499999999986 -0.037174999999999993 -0.053834999999999994 0.084515000000000021 0.088555000000000009 -0.16449999999999998 0.087695000000000009 -0.084764999999999993 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 5 19 -7 15 -9 10 -4 -3 -8 -13 21 -2 -17 -18 -19 20 -1 -10 23 -12 25 26 -21 28 29 -28
right_child=7 2 9 -5 -6 6 12 8 14 -11 22 13 -14 -15 -16 16 17 18 -20 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003938571845406089 -0.00015298803261811695 0.0038626250927336517 0.00087503810025130711 0.0045400194790480393 0.0010435716874279276 0.007050356774457864 0.0055791933834552767 0.0021186551604734957 -1.2899582507088781e-05 0.00031616301275789739 0.0030124304196709455 0.0014135044498399564 0.0017959002358838916 -0.001364142221864313 0.0011989066779444163 0.0042801096177314439 -0.00045018098496187194 0.0027484594010423859 0.00053818307983273105 0.001681650498482798 0.00042567447962937877 -0.0033391365072351293 0.0034513042009221002 1.9240301943765108e-05 0.0054340810342519376 0.0053008173159988861 0.0067077680961137604 0.0032526890618010981 0.0035851365642526295 0.0035022752954521116
leaf_weight=29 31 20 30 21 29 28 20 34 20 20 53 107 20 20 22 31 26 110 62 35 32 22 383 22 27 28 51 951 783 54
leaf_count=29 31 20 30 21 29 28 20 34 20 20 53 107 20 20 22 31 26 110 62 35 32 22 383 22 27 28 51 951 783 54
internal_value=0 0.00329344 0.00267908 0.00176521 0.00349243 0.00352694 0.00507223 0.00133136 0.000251951 0.00298131 0.00309054 0.00136881 0.00368755 0.00097608 -0.000739735 0.00173821 0.00199422 0.00163633 0.00195173 0.00347414 0.00209574 -0.00175521 0.00323566 0.00213443 0.00351772 0.00349052 0.00346347 0.00349738 0.00375944 0.00505923
internal_weight=0 2763 676 168 2087 2058 68 358 98 508 488 147 40 127 64 260 229 198 172 1990 61 42 458 75 1929 1902 1874 1839 888 105
internal_count=3121 2763 676 168 2087 2058 68 358 98 508 488 147 40 127 64 260 229 198 172 1990 61 42 458 75 1929 1902 1874 1839 888 105
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=31
num_cat=0
split_feature=4 2 1 457 43 43 43 51 16 52 0 52 1 475 475 475 16 15 48 12 159 13 16 4 3 52 480 4 133 149
split_gain=0.100442 0.0307052 0.0193527 0.0235169 0.0180905 0.0207019 0.0175983 0.0174528 0.0172663 0.0244363 0.0167408 0.0159047 0.0163142 0.0157273 0.0320728 0.0155118 0.0207334 0.0152165 0.0206741 0.0164978 0.0151252 0.0137605 0.0148146 0.0131436 0.0129715 0.0129123 0.0171652 0.0170014 0.0164744 0.0128923
threshold=0.27044500000000005 0.14285500000000004 0.091195000000000012 0.079590000000000008 -0.03898999999999999 -0.011694999999999999 -0.052894999999999991 -0.21316999999999997 0.19444000000000003 0.070205000000000017 -0.10224499999999999 0.039215000000000007 0.11230000000000001 -0.088274999999999978 -0.10137499999999998 -0.085684999999999997 -0.010264999999999998 -0.03241999999999999 0.094925000000000023 0.11351500000000002 0.10333000000000002 -0.069964999999999986 -0.087874999999999981 -0.073104999999999989 -0.014944999999999998 -0.19683499999999995 -0.080264999999999989 -0.015039999999999998 0.087575000000000014 0.07770500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 -6 10 -7 13 -10 -4 29 -13 14 -1 16 -15 18 -3 -19 24 22 -9 -24 -12 28 27 -27 -17 -2
right_child=11 17 3 -5 5 7 -8 21 9 -11 20 12 -14 15 -16 25 -18 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0040205098857933825 0.00059304126877781976 0.0048565886674623478 0.00072228459869214199 0.0010451956879643893 0.0062748323300514707 0.0058037046015008611 -0.00064440964837558573 0.003450653645127351 0.0027288578364985171 -0.00063463772676186636 0.0034273668391583065 0.0043357469116537166 0.0014737781334627905 0.0074614375519255803 -0.0015125668491236866 0.007097364682704211 0.0035273997629111683 -0.0022612588864285503 0.00036416115194913887 0.0014991871050109955 0.00049183965753763924 0.0033264436864368523 -0.0012262838160885233 0.0021373603958636522 0.00098400971759110708 0.007347464114718605 0.0031879098207328958 0.0032735740688319007 0.0032112924610070573 0.0030692402698585522
leaf_weight=22 245 20 47 88 22 22 20 31 216 24 166 28 69 21 20 20 37 20 21 28 25 194 21 26 25 20 1555 21 24 23
leaf_count=22 245 20 47 88 22 22 20 31 216 24 166 28 69 21 20 20 37 20 21 28 25 194 21 26 25 20 1555 21 24 23
internal_value=0 0.00296799 0.00302896 0.00257165 0.0027959 0.00331597 0.00221519 0.00309456 0.00318764 0.00239251 0.00243265 0.00120268 0.00229991 0.00329731 0.00138571 0.00334459 0.00495179 0.0011408 0.00255559 -6.76654e-05 0.00280481 0.00287544 0.00175371 0.000634456 0.00310756 0.00328775 0.00324116 0.00526084 0.00497769 0.000805551
internal_weight=0 2756 2667 687 599 316 283 294 1980 240 263 365 97 1740 42 1698 58 89 41 48 216 272 78 47 191 1640 1596 41 44 268
internal_count=3121 2756 2667 687 599 316 283 294 1980 240 263 365 97 1740 42 1698 58 89 41 48 216 272 78 47 191 1640 1596 41 44 268
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 47 12 4 4 16 0 14 0 2 12 2 4 0 4 3 4 0 4 16 3 15 3 132 2 133
split_gain=4.76301 0.632677 0.52542 0.363235 0.32715 0.235109 0.185608 0.163754 0.147614 0.141521 0.109648 0.108851 0.0989822 0.129696 0.0899154 0.0721251 0.0871521 0.0705027 0.0996616 0.0811625 0.0699732 0.0518444 0.0516112 0.0566737 0.0515667 0.0504219 0.0481448 0.0465932 0.0440378 0.0996867
threshold=0.10752500000000002 0.12337000000000002 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.085505000000000012 0.095330000000000012 0.40124500000000002 -0.17966999999999997 -0.061854999999999993 -0.23194499999999998 0.076175000000000007 -0.075934999999999989 0.092235000000000025 0.13597000000000004 0.13754500000000003 0.49041500000000005 0.11070500000000001 -0.046564999999999988 0.013900000000000001 0.23246000000000003 -0.14001499999999997 0.052250000000000012 -0.12029499999999999 -0.13309499999999996 -0.41942499999999994 0.31534000000000006 0.08696000000000001 0.11144000000000001 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 10 15 11 -5 -6 -7 -1 21 13 -10 20 16 -3 18 -12 -20 24 -4 -23 -24 -8 -17 -27 28 29 -2
right_child=1 5 6 7 8 9 14 -9 12 -11 17 -13 -14 -15 -16 25 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00053717133567507467 0.00037459600899441572 0.0002405260126698458 0.00035133252620356145 0.00040592906820561343 0.00042291172178654188 0.00016303060167446369 0.00046327101589260599 0.00023627145955133793 0.00038096270168222609 0.00032913091105204247 0.00047703728950605718 0.000527843652494348 0.00019886915210259922 0.00025915100853371177 0.0003020140301677796 0.00013321742496935588 0.00011848098222506583 0.00029608638680415005 0.00040406819376161157 0.00027625739708230982 0.00029648836668629463 0.00043713802186608539 0.00042311049005403319 0.00033234424842954049 0.00039783067090347579 8.5674017590979583e-05 -2.9042466259735791e-05 0.00013478122968865814 0.0002126330469120741 0.00020091748605675038
leaf_weight=22 24 31 30 89 31 41 52 29 52 38 51 47 47 95 39 41 82 26 72 26 24 1370 87 38 422 39 22 20 107 27
leaf_count=22 24 31 30 89 31 41 52 29 52 38 51 47 47 95 39 41 82 26 72 26 24 1370 87 38 422 39 22 20 107 27
internal_value=0 0.00021588 0.000411515 0.000279872 0.000348358 0.000151453 0.000424152 0.000364234 0.000297273 0.000242927 0.000406703 0.000434903 0.000277197 0.000302241 0.00039268 0.000117842 0.000151962 0.000390301 0.000406742 0.000370159 0.00039978 0.000432039 0.000433658 0.000395518 0.00040501 8.00418e-05 4.43009e-05 0.000223946 0.000235233 0.000282649
internal_weight=0 590 2531 296 422 294 2109 118 225 79 197 1572 194 147 537 215 113 175 149 98 498 1525 1495 125 474 102 61 178 158 51
internal_count=3121 590 2531 296 422 294 2109 118 225 79 197 1572 194 147 537 215 113 175 149 98 498 1525 1495 125 474 102 61 178 158 51
is_linear=0
shrinkage=0.00196078


Tree=9905
num_leaves=31
num_cat=0
split_feature=1 52 2 2 12 2 4 14 12 2 150 2 2 4 0 47 1 50 4 1 42 49 15 130 4 2 11 52 4 16
split_gain=7.42609 1.25242 0.733878 0.594073 0.562845 0.284931 0.283391 0.215873 0.192442 0.199198 0.18581 0.179374 0.178809 0.150775 0.142365 0.173493 0.17023 0.125489 0.108159 0.103851 0.0908616 0.0824444 0.0792732 0.0735258 0.0732059 0.0805347 0.0653293 0.0562039 0.069514 0.0673819
threshold=0.104035 -0.40967499999999996 0.14285500000000004 0.099515000000000006 0.088725000000000012 -1.0000000180025095e-35 0.40473500000000007 0.062655000000000016 -0.029094999999999999 0.13501500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10467500000000002 -0.062539999999999984 -0.11173999999999999 0.078875000000000015 0.083135000000000014 0.041865000000000006 0.0067750000000000006 0.091450000000000017 -0.044809999999999996 -0.054984999999999992 -0.081924999999999984 -0.076894999999999977 -0.55119499999999988 0.092365000000000017 0.081790000000000015 0.039215000000000007 0.060330000000000002 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 10 21 14 20 26 19 -3 -13 -14 15 16 -7 22 24 -1 -5 -6 -4 -15 -16 -26 27 28 -10 -29
right_child=1 2 17 8 6 7 -8 -9 9 -11 -12 12 13 23 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00060625266141139055 0.00054392396377243857 0.00020117433782821691 0.00014394321713325788 0.00047636788341598642 0.00037356150464392177 0.00054141862148913858 0.00029347878387745693 0.00065772758170310548 0.00049469536427079232 0.00035742270573411772 0.00029447195771168549 0.00044978948373593708 0.00043118528875650146 0.00015076274764450157 0.00067644927208942301 0.00063893587449017698 0.00038733767904987972 0.00025751156421999135 0.00049644389308912517 0.00042086173281590504 0.00032368380333455362 0.0005165384155540651 1.4678284174342658e-05 0.00027608077062982737 0.00056573077521155323 0.00052535073175918423 0.00058060575982714011 0.00053955606193894145 0.00040668044985611013 0.00042010077338815291
leaf_weight=21 76 101 76 23 20 51 45 78 138 39 25 27 23 20 21 25 60 30 105 26 43 69 24 180 1313 222 39 134 46 21
leaf_count=21 76 101 76 23 20 51 45 78 138 39 25 27 23 20 21 25 60 30 105 26 43 69 24 180 1313 222 39 134 46 21
internal_value=0 0.000306461 0.000277116 0.000536825 0.000312183 0.000552095 0.00042029 0.000556743 0.000475271 0.000490842 0.000431049 0.000270912 0.000299085 0.000280839 0.00055236 0.000491368 0.000458132 0.000146287 0.000557354 0.000503696 0.000376892 0.000484409 0.00011292 0.000263549 0.000561464 0.000559891 0.000504607 0.000495864 0.000472692 0.000523372
internal_weight=0 691 615 2430 485 1947 134 1875 483 417 72 351 250 223 1797 136 111 130 1661 47 66 89 100 200 1556 1535 378 339 184 155
internal_count=3121 691 615 2430 485 1947 134 1875 483 417 72 351 250 223 1797 136 111 130 1661 47 66 89 100 200 1556 1535 378 339 184 155
is_linear=0
shrinkage=0.00196078


Tree=9906
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 14 1 47 4 3 0 1 2 2 4 4 47 47 12 4 0 3 12 14 1 15 160 131 15
split_gain=5.5445 0.928937 0.531235 0.494028 0.332356 0.26702 0.197316 0.177523 0.175615 0.143609 0.124061 0.113434 0.124024 0.110596 0.0851117 0.100529 0.0827185 0.0806322 0.072806 0.0587908 0.0687046 0.0586604 0.0576603 0.0552219 0.0551637 0.0644613 0.0547801 0.0542423 0.0529067 0.0729901
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.09253500000000002 0.13082500000000002 0.40473500000000007 0.11658 -0.10096999999999999 0.085345000000000018 0.13501500000000002 0.14285500000000004 0.27834500000000006 0.0061450000000000003 0.078875000000000015 0.090100000000000013 0.087625000000000022 -0.52556499999999995 -0.15202999999999997 -0.13927999999999999 0.084100000000000022 -0.46413499999999996 0.11669000000000002 -0.086849999999999997 -0.067824999999999983 0.082750000000000004 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 18 6 11 26 14 -6 13 12 21 -7 15 -4 19 -14 24 20 -13 -1 -22 -23 -3 -26 -5 -17 29 -16
right_child=1 2 8 7 9 10 -8 -9 -10 -11 -12 16 17 -15 28 27 -18 -19 -20 -21 22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0005726637285383766 0.00048451272027481151 0.00034590401193674875 0.00028498099169606327 0.00049535966776554881 0.00044670603702292856 0.00045940103899960532 0.00058949588773412763 0.00028981872791655701 0.00031994055943711816 0.00028490091485330486 0.00030902260310419722 0.00062264967170638753 0.0003357315585449511 0.00034679660448240865 0.00018075509850084379 0.00025173715329256607 0.00043793097235798054 0.00048347067672247982 0.00034820588080924106 0.00048789038314152371 0.00040763339547772589 0.00037090102046289866 0.0005119756936462379 0.00048830763207634601 0.00025638390884056878 0.00016202694402501529 0.0003826095505455182 0.00014353858684479714 0.00021539099411765005 5.710592210365861e-05
leaf_weight=23 74 20 39 30 71 358 81 66 34 30 26 21 49 37 29 23 90 20 33 832 21 20 670 67 136 35 37 79 20 50
leaf_count=23 74 20 39 30 71 358 81 66 34 30 26 21 49 37 29 23 90 20 33 832 21 20 670 67 136 35 37 79 20 50
internal_value=0 0.000277254 0.000251649 0.000478207 0.000305265 0.000484883 0.000494812 0.000361995 0.000188054 0.000398645 0.000440218 0.000490582 0.000443722 0.000448853 0.00016937 0.00020031 0.000495715 0.000378554 0.000263161 0.000499083 0.000512162 0.000484599 0.000508805 0.000461318 0.000248467 0.000237071 0.000433095 0.000167936 0.000125303 0.000102496
internal_weight=0 673 599 2448 325 2315 1894 133 274 101 421 1813 179 395 240 141 1634 69 224 1544 712 110 691 87 191 171 67 102 99 79
internal_count=3121 673 599 2448 325 2315 1894 133 274 101 421 1813 179 395 240 141 1634 69 224 1544 712 110 691 87 191 171 67 102 99 79
is_linear=0
shrinkage=0.00196078


Tree=9907
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 4 2 1 150 4 0 15 2 4 1 1 47 47 12 4 1 16 1 0 16 10 0 131
split_gain=6.63523 1.0251 0.644111 0.559363 0.408144 0.375013 0.242666 0.227348 0.189369 0.163624 0.115424 0.108171 0.131255 0.128074 0.106976 0.0891804 0.105013 0.0775733 0.0846442 0.0758026 0.0731732 0.0915209 0.0729986 0.0534134 0.0524274 0.0505803 0.0491197 0.0431892 0.041103 0.0406316
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.40473500000000007 0.14122000000000004 0.09253500000000002 1.0000000180025095e-35 0.033845000000000007 -0.11173999999999999 -0.097454999999999986 0.17025000000000004 -0.17966999999999997 0.11669000000000002 0.083345000000000016 0.093140000000000014 0.13011000000000003 0.087695000000000009 -0.52556499999999995 0.089770000000000016 -0.039889999999999988 0.076935000000000017 -0.030209999999999997 -0.0013749999999999997 -0.38124499999999995 -0.11991499999999998 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 15 6 11 -6 10 -5 24 12 13 -1 19 -3 -17 28 -19 -4 21 -14 -23 -15 25 -7 -22 -16 -13 -2
right_child=1 2 14 9 7 8 -8 -9 -10 -11 -12 17 20 23 27 16 -18 18 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048277149928093772 0.00045878902702441946 0.0003056811154180882 8.5315049340041607e-05 0.00038597580902665133 0.00037003084556325698 0.00039483654061296799 0.00054656320091334186 0.00018555991942379829 0.00024972831632626618 0.00021719237757047277 0.00026590448710188196 0.00047375849905781847 0.00058580647691402565 0.00025910007865879233 4.6577170675100068e-05 0.00020382649257247591 0.00012820710707225812 0.0002238688249067933 0.00038854766031422836 0.00021692516615468205 0.000439634912358603 0.00045830184094901061 0.00035248539968201295 0.00038751664051019091 0.00044279386203973238 0.00030715869562256902 0.00040408546385284989 -7.1863657338362114e-05 0.00039071779001772014 0.00035962911164448932
leaf_weight=23 47 20 106 34 84 262 79 37 41 63 27 33 21 33 29 159 127 20 30 20 662 697 26 20 81 28 193 20 75 24
leaf_count=23 47 20 106 34 84 262 79 37 41 63 27 33 21 33 29 159 127 20 30 20 662 697 26 20 81 28 193 20 75 24
internal_value=0 0.00020244 0.000176159 0.000422272 0.000217219 0.000428293 0.000440159 0.000313622 0.000376611 0.000276354 0.000389682 0.000435573 0.000440199 0.000360584 7.59735e-05 0.000179099 0.000170247 0.00038653 0.000322676 0.000106206 0.000443984 0.000458203 0.000454497 0.000307559 0.00039869 0.000386371 0.00043161 -1.76602e-06 0.000416091 0.00042527
internal_weight=0 673 602 2448 427 2351 1912 121 439 97 398 1833 1675 76 175 306 286 158 50 126 1599 744 723 53 371 290 855 49 108 71
internal_count=3121 673 602 2448 427 2351 1912 121 439 97 398 1833 1675 76 175 306 286 158 50 126 1599 744 723 53 371 290 855 49 108 71
is_linear=0
shrinkage=0.00196078


Tree=9908
num_leaves=31
num_cat=0
split_feature=1 1 15 4 1 4 52 11 0 16 52 48 16 15 4 15 43 14 0 16 2 159 43 1429 156 151 160 160 15 16
split_gain=0.182886 0.0298458 0.0255906 0.0250858 0.0240398 0.027047 0.028187 0.0195097 0.0193191 0.0212784 0.0471952 0.0304529 0.0235221 0.027398 0.0221202 0.0201099 0.0191432 0.0178301 0.0173437 0.0239657 0.0193794 0.0171636 0.0164413 0.0232243 0.0372516 0.0277497 0.0185859 0.0251461 0.0224273 0.0158372
threshold=0.10920500000000001 0.13707500000000003 0.024640000000000006 -0.008819999999999998 0.095950000000000021 -0.17966999999999997 1.0000000180025095e-35 0.075910000000000019 -0.079459999999999989 0.066275000000000014 -0.046924999999999988 0.093265000000000015 -0.077589999999999978 -1.0000000180025095e-35 -0.42529999999999996 -0.03241999999999999 0.084740000000000024 0.078235000000000013 -0.10474999999999998 -0.43320999999999993 0.31098000000000003 0.04105000000000001 -0.082144999999999982 0.084990000000000024 -0.077649999999999983 0.009020000000000002 0.060610000000000004 0.10455000000000002 -0.093959999999999988 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 8 -6 -7 -4 22 10 -10 14 -12 -14 -11 -16 29 -9 19 -3 -20 -2 26 25 -25 -24 -1 28 -28 -5
right_child=1 18 7 16 5 6 -8 17 9 11 12 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0044302492191970605 0.0046964809686821686 0.00054325501308388389 0.0043628932008693026 0.0014895839768194049 0.0047561634679396565 0.0018557837633342861 0.0048733142455794701 0.0081139019578350367 -0.0019167171981693668 0.0058809838326520881 0.0061866641953764933 0.0011043230396215662 0.0038090636057313536 -0.00072398476768285045 0.0042039020837877283 0.00095249791022228173 0.004622643867818018 0.00473415776741112 0.00092105762969003988 0.0052303133951500068 -0.0024888761586043984 0.0019045221106705045 0.0043053045812036584 0.0046490236495931947 -0.0013072926157508932 0.00058165803839940397 0.0050743803903017014 0.0036472652489319443 0.0093975039431825284 0.003678341599730536
leaf_weight=258 76 24 1077 217 65 167 38 27 22 66 21 33 40 20 110 23 27 37 100 20 20 31 426 21 21 21 21 25 28 39
leaf_count=258 76 24 1077 217 65 167 38 27 22 66 21 33 40 20 110 23 27 37 100 20 20 31 426 21 21 21 21 25 28 39
internal_value=0 0.00210731 0.00411072 0.00258328 0.00382829 0.00297871 0.00241513 0.00446369 0.00402672 0.00338674 0.00219063 0.00391778 0.00330621 0.00229805 0.00438433 0.00364163 0.00209013 0.00615999 0.000975443 0.00267374 0.000352735 0.0038876 0.00428785 0.00391912 0.00167087 0.00413037 0.00483096 0.00622802 0.00754474 0.00182303
internal_weight=0 554 2567 390 1426 270 205 1141 1156 335 103 232 81 60 199 133 283 64 164 44 120 107 821 489 42 447 332 74 49 256
internal_count=3121 554 2567 390 1426 270 205 1141 1156 335 103 232 81 60 199 133 283 64 164 44 120 107 821 489 42 447 332 74 49 256
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=31
num_cat=0
split_feature=1 52 1 3 12 12 123 4 2 12 1 457 159 4 2 4 11 14 11 47 0 131 2 14 1 16 48 131 44 1
split_gain=8.91162 1.42963 0.9321 0.686381 0.476004 0.268907 0.265272 0.234525 0.231129 0.227197 0.224479 0.214566 0.206163 0.165119 0.136462 0.176893 0.119961 0.111011 0.102854 0.0849495 0.0842676 0.0733637 0.0842133 0.0650133 0.072668 0.0606627 0.116028 0.0559935 0.0556336 0.0671528
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.066704999999999987 0.088725000000000012 0.051320000000000005 1.0000000180025095e-35 0.40473500000000007 0.14122000000000004 0.090285000000000018 0.077845000000000011 0.094310000000000019 -1.0000000180025095e-35 0.033845000000000007 0.14285500000000004 0.42051500000000003 1.0000000180025095e-35 0.062655000000000016 0.080150000000000013 0.090100000000000013 -0.11242999999999999 0.086835000000000009 0.31358000000000003 -0.46166999999999997 0.11669000000000002 -0.29154999999999992 0.083685000000000009 0.09031500000000002 1.0000000180025095e-35 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 5 19 -1 8 -6 11 16 -8 17 -4 -11 15 -14 20 28 -18 23 -7 22 -16 -3 25 -25 -27 -2 29 -5
right_child=1 2 12 6 7 9 10 -9 -10 13 -12 -13 14 -15 21 -17 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00042844734051201386 0.00061610603437465682 0.00038459002690707214 0.00037057034605987604 0.00055096559907039208 0.00053288870174988175 0.00050827871480792317 0.00056535056971430172 0.0003261151612778894 0.00037945310942599081 0.00058193653068324769 0.00035264768110950608 0.00035839743634981375 0.0003086198068846942 0.00050475102795671312 0.00014163633749365528 0.00016887650315069677 0.0007659148760870391 0.00069989343630332576 0.00062348743877415139 0.00040119422496746356 0.00061047426550804162 0.00023346476874408874 -4.6878654108035795e-06 0.00036120457865165617 0.00019680011408227543 0.0001688505268194149 0.00031950059549674047 0.00050206888072630942 0.00064028403143477587 0.00044487162109683542
leaf_weight=38 49 26 26 278 71 32 27 30 35 662 65 22 59 127 62 85 35 20 44 33 1014 22 20 42 33 29 61 25 24 25
leaf_count=38 49 26 26 278 71 32 27 30 35 662 65 22 59 127 62 85 35 20 44 33 1014 22 20 42 33 29 61 25 24 25
internal_value=0 0.000320462 0.000288698 0.000575229 0.000359718 0.000591779 0.000510095 0.000471471 0.000531734 0.000595022 0.000415071 0.000546178 0.000204459 0.000569513 0.000187044 0.000226132 0.000612912 0.000558083 0.000686588 0.00030933 0.000607348 0.000132922 0.000105948 0.000293458 0.000279098 0.000299673 0.000270958 0.00057758 0.00054941 0.000542212
internal_weight=0 673 599 2448 325 1952 496 101 404 1914 92 369 274 789 248 144 1125 347 79 224 1046 104 82 191 165 132 90 74 327 303
internal_count=3121 673 599 2448 325 1952 496 101 404 1914 92 369 274 789 248 144 1125 347 79 224 1046 104 82 191 165 132 90 74 327 303
is_linear=0
shrinkage=0.00196078


Tree=9910
num_leaves=31
num_cat=0
split_feature=1 3 2 4 376 2 400 2 12 14 133 133 15 151 12 16 15 3 159 4 16 1 1 49 49 391 0 52 3 1455
split_gain=0.184704 0.0301902 0.0264087 0.0232223 0.0296327 0.0294013 0.0196301 0.0193888 0.0188903 0.0182956 0.017976 0.0193653 0.0182615 0.0307557 0.0215121 0.0182531 0.0197672 0.0253439 0.0190252 0.0169616 0.0362986 0.0164613 0.0162434 0.0149058 0.0147238 0.0150837 0.0125672 0.0149116 0.0123357 0.0121231
threshold=0.10920500000000001 0.31534000000000006 0.091265000000000013 0.41257000000000005 0.083785000000000012 0.10981000000000002 -0.081749999999999975 -0.0091949999999999983 -0.42850999999999995 -0.47071999999999997 0.076280000000000014 0.085815000000000016 0.040760000000000005 0.061780000000000009 0.088845000000000021 0.38525000000000004 -0.10203999999999998 -0.11171999999999999 0.094385000000000011 -0.04890499999999999 -0.013324999999999998 0.092845000000000025 0.095950000000000021 0.10877000000000002 0.11560500000000001 -0.077824999999999991 -0.09595999999999999 0.11434500000000002 -0.071799999999999989 -0.23681499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 5 -2 -4 21 -3 -5 12 -12 13 15 -14 16 22 -18 -19 -7 -21 -1 -8 -13 25 -9 -11 -28 -17 -27
right_child=1 8 6 9 -6 19 10 24 -10 26 11 23 14 -15 -16 28 17 18 -20 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0046423917305805995 0.0044275713752694379 0.0022829593313924436 0.00090611222840379928 0.004455482580233365 1.5116820978964199e-05 0.0043812577007754172 0.0051319666176729293 0.0067738690461706498 -0.00067854211587408449 0.002512650119994457 0.0071632201337943902 0.0045193560917000724 0.0064241584844123099 -0.00060417752579918936 0.0037122258038282934 0.0050345137376437837 5.9332107067913624e-06 0.0024314897160935154 0.0052755949353533137 0.0029428667692991441 -0.0014175852066338329 0.001673803774904995 0.0021626785725217174 0.0029307155548993157 0.0023136257839899872 0.0068557400522487504 8.1297252151227105e-06 0.0026650970257053683 0.002796054795118315 0.0044354538939596153
leaf_weight=31 130 35 24 20 29 28 58 29 56 54 23 265 39 21 117 83 37 147 28 60 28 47 27 76 31 21 86 28 35 1428
leaf_count=31 130 35 24 20 29 28 58 29 56 54 23 265 39 21 117 83 37 147 28 60 28 47 27 76 31 21 86 28 35 1428
internal_value=0 0.00212563 0.00413897 0.0024529 0.00303846 0.00339487 0.0037308 0.00439102 0.000460497 0.00159635 0.00380172 0.00435472 0.00346169 0.00312947 0.00439021 0.00331841 0.00290038 0.0023838 0.00288655 0.00223754 0.00155545 0.00285363 0.00418878 0.00416529 0.00447049 0.00451572 0.00125598 0.000660718 0.00437056 0.00447053
internal_weight=0 554 2567 463 275 246 980 1587 91 188 956 364 592 436 156 415 297 212 175 116 88 78 85 341 1509 1478 168 114 118 1449
internal_count=3121 554 2567 463 275 246 980 1587 91 188 956 364 592 436 156 415 297 212 175 116 88 78 85 341 1509 1478 168 114 118 1449
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 1 14 4 2 4 1 1447 47 0 11 1 4 160 4 3 12 15 10 1 16 52
split_gain=6.79926 1.14845 0.695337 0.542693 0.386341 0.365615 0.291729 0.204617 0.194459 0.181445 0.147352 0.147008 0.108434 0.0998317 0.070275 0.0638071 0.0600656 0.0533729 0.0833952 0.091081 0.129498 0.0501989 0.0443689 0.0443344 0.0439815 0.0431101 0.0443361 0.0393389 0.0359505 0.0356854
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.089885000000000007 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.42051500000000003 0.091195000000000012 -0.082869999999999985 0.090100000000000013 0.18019500000000002 0.075910000000000019 0.088975000000000012 -0.081114999999999979 -0.067824999999999983 -0.036839999999999991 1.0000000180025095e-35 0.095780000000000018 -0.41942499999999994 -0.38124499999999995 0.11588000000000001 0.11346000000000002 0.40674500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 5 16 6 7 10 12 -5 14 27 13 -4 29 -9 23 18 19 24 -21 -15 -2 -3 -17 -14 -27 -6 -7 -1
right_child=1 2 8 9 11 28 -8 15 -10 -11 -12 -13 25 21 -16 17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0005308760771707276 0.00054557807246843968 0.00022335484759563825 0.00026073791409756986 0.000472198086634983 0.00050244893318687387 0.00028768513505494567 0.00029489885493686873 0.00056343836567245508 0.00031027107445990036 0.00029446064408352888 0.00062288652849221159 0.0003005693666636944 0.00016078438831811104 0.00023386607414739016 0.00049072615862052072 0.00050144759700182474 0.00034420168912951266 0.00038504717104575212 0.00055611325625574851 0.00050594117544612289 0.00032334892060972896 0.00012591599083658475 0.00043817826874561111 0.00028328838874685169 0.00046992454344832322 0.00013999839828294868 3.3109321872934221e-05 0.0004096884581753436 0.00039538248257841018 0.0004611832092870644
leaf_weight=1088 50 98 52 34 39 26 24 42 37 63 59 32 37 22 220 404 32 20 63 28 32 67 21 92 294 25 37 32 22 29
leaf_count=1088 50 98 52 34 39 26 24 42 37 63 59 32 37 22 220 404 32 20 63 28 32 67 21 92 294 25 37 32 22 29
internal_value=0 0.000277955 0.000250138 0.000500488 0.00031166 0.000506419 0.000509949 0.000512213 0.000177956 0.00035676 0.00052699 0.00041091 0.000157558 0.000192481 0.000522758 0.000488852 0.000265612 0.000485128 0.000487566 0.000481868 0.000408559 0.0001526 0.000513812 0.000252375 0.00048817 0.000107818 7.62098e-05 0.000460641 0.000337046 0.000529067
internal_weight=0 673 602 2448 325 2351 2303 2279 277 97 1396 103 240 141 1337 883 222 841 821 758 60 89 71 190 698 99 62 71 48 1117
internal_count=3121 673 602 2448 325 2351 2303 2279 277 97 1396 103 240 141 1337 883 222 841 821 758 60 89 71 190 698 99 62 71 48 1117
is_linear=0
shrinkage=0.00196078


Tree=9912
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 2 2 14 1 4 1 2 49 2 150 1 40 4 2 1 0 47 2 1 4 15 1447 50
split_gain=6.56425 1.00321 0.532684 0.523406 0.377657 0.338473 0.308243 0.27596 0.169745 0.145784 0.143525 0.118228 0.117082 0.183436 0.0903526 0.0875043 0.0831205 0.0647148 0.0599037 0.0569076 0.0551196 0.0509162 0.0532237 0.0478849 0.0442116 0.0434004 0.0427996 0.0427921 0.0412435 0.0409245
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.10613000000000002 0.14122000000000004 0.062655000000000016 0.077845000000000011 -0.062539999999999984 0.089770000000000016 0.090425000000000019 -0.054984999999999992 -0.0091949999999999983 1.0000000180025095e-35 0.16175000000000003 -0.077714999999999992 -0.078439999999999996 0.11411 0.076935000000000017 -0.030209999999999997 0.090280000000000013 1.0000000180025095e-35 0.12408500000000001 0.015030000000000002 -0.42198999999999992 -0.086219999999999977 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 9 18 24 16 12 -4 -9 19 15 -2 -14 21 29 -3 28 -5 22 26 -16 -8 -13 -7 -22 -1 -6
right_child=1 4 10 20 17 8 7 11 -10 -11 -12 25 13 -15 23 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058919955813215746 0.00032826081646379255 0.00019941656066832042 0.00045805685013449159 0.00031354437661326788 0.00010706470705439557 0.00047857357096201512 0.0004534009201269524 0.0003786757807521259 0.00032067518883497449 0.00058391573324691898 0.00029160982087185315 0.00024447253603926476 0.00035910280937454382 0.00029327060546144806 0.00050298168605408854 0.00048512870013574287 0.0003530418059599945 1.2113231153381305e-05 0.00010137092815164258 0.00049247447797884944 0.00026599991459787161 0.00050056372465087835 0.00036808391220671165 0.00042490212671711478 0.00034049190033008067 0.0001712374837876034 0.00043038548541986298 0.00015553028716677042 0.00051360545336911166 0.00020041505583361083
leaf_weight=29 23 46 28 30 65 153 30 22 41 76 69 120 23 23 58 268 30 21 50 812 26 92 29 63 24 42 132 28 643 25
leaf_count=29 23 46 28 30 65 153 30 22 41 76 69 120 23 23 58 268 30 21 50 812 26 92 29 63 24 42 132 28 643 25
internal_value=0 0.0002634 0.000482053 0.000369162 0.000209211 0.000487928 0.000242141 0.000279972 0.000441295 0.000499798 0.000339656 0.000243802 0.000496242 0.000461844 0.000440915 0.000475168 0.000452638 0.000110126 0.000148351 0.00050352 0.000246157 0.000459997 0.000448112 0.000462329 0.000403219 0.000225486 0.000456255 0.000208719 0.000516868 0.000132995
internal_weight=0 673 2448 228 445 2351 334 238 477 1874 97 184 1798 314 144 291 436 111 96 1484 84 406 314 121 54 162 285 54 672 90
internal_count=3121 673 2448 228 445 2351 334 238 477 1874 97 184 1798 314 144 291 436 111 96 1484 84 406 314 121 54 162 285 54 672 90
is_linear=0
shrinkage=0.00196078


Tree=9913
num_leaves=31
num_cat=0
split_feature=1 1 2 155 43 2 0 12 131 1 47 15 131 16 4 52 15 1428 0 151 16 160 4 401 0 42 1447 13 13 3
split_gain=0.212754 0.0321892 0.0290819 0.024484 0.0191256 0.0184779 0.0181121 0.0171999 0.0197377 0.0165098 0.0141967 0.017814 0.0162918 0.0158803 0.0130863 0.0189798 0.0142489 0.0127996 0.0201116 0.024904 0.0241239 0.0127291 0.0123207 0.0137206 0.0135815 0.0153761 0.0292479 0.021682 0.0218145 0.0165059
threshold=0.10920500000000001 0.13707500000000003 0.10005000000000001 0.084785000000000013 0.084740000000000024 -0.0091949999999999983 -0.13027499999999997 0.11734000000000001 0.096070000000000016 0.091535000000000019 0.13827000000000003 -0.41396999999999995 0.094655000000000017 -0.11676499999999999 1.0000000180025095e-35 -0.080114999999999978 -0.040804999999999994 0.087445000000000009 -0.026509999999999995 -0.0062849999999999989 0.15273500000000004 -0.26568499999999995 -0.082249999999999976 1.0000000180025095e-35 -0.086934999999999985 0.085935000000000025 -0.084549999999999986 -0.084034999999999985 -0.017449999999999997 -0.085854999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 7 9 -4 8 14 -1 11 12 -3 -13 15 -2 -16 18 19 -8 -20 -21 24 -24 -7 27 -27 -26 -29 -28
right_child=1 10 6 -5 -6 22 17 -9 -10 -11 -12 13 -14 -15 16 -17 -18 -19 20 21 -22 -23 23 -25 25 26 29 28 -30 -31
leaf_value=0.0053661146849069905 0.0013506774141905436 0.0026476308296990107 0.0026287641636285812 0.0053850635392309141 0.0050470462900453379 0.006027709726394808 0.0077594111801590777 0.0050936157526891863 0.0044082922682933071 0.0021755086150105026 0.0035371201778096814 0.0013541817941586489 -0.000669608622265514 -0.0017843818472771857 0.0017471358049771795 0.0044322124960627859 -0.00076851492138722778 0.0059509873756563624 0.00073733601281051773 0.0060314934370258172 0.0038300552388342724 0.0038903045357087684 0.0044092994513330206 0.0053789461227218031 0.0082281334259148159 0.00037140719858663426 0.0064806881227663579 0.0017955718107432836 0.0051280577923247814 0.0031560730261844584
leaf_weight=23 39 57 105 33 28 120 20 21 34 55 21 28 20 38 168 41 26 34 38 31 75 266 1207 166 21 21 28 21 304 32
leaf_count=23 39 57 105 33 28 120 20 21 34 55 21 28 20 38 168 41 26 34 38 31 75 266 1207 166 21 21 28 21 304 32
internal_value=0 0.00228469 0.00444551 0.00277899 0.00253809 0.00462513 0.00381478 0.00232457 0.00213577 0.00311633 0.00110922 0.000752681 0.00178601 -0.00045287 0.00185378 0.00292996 0.00140999 0.00408317 0.00393548 0.0043438 0.00279003 0.0041138 0.00468642 0.00452653 0.00508776 0.00482361 0.00358337 0.00511395 0.00491273 0.00470756
internal_weight=0 554 2567 390 357 1998 569 329 308 78 164 143 77 66 274 80 194 464 430 317 113 297 1920 1373 547 427 81 346 325 60
internal_count=3121 554 2567 390 357 1998 569 329 308 78 164 143 77 66 274 80 194 464 430 317 113 297 1920 1373 547 427 81 346 325 60
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 1 2 2 4 2 14 3 457 1 123 2 10 52 1 4 1 150 15 1 160 131 0 12 15
split_gain=9.24804 1.50272 0.906561 0.773403 0.471233 0.427465 0.304064 0.264095 0.254088 0.257439 0.182522 0.180316 0.156956 0.143169 0.125999 0.109246 0.102931 0.101902 0.0871492 0.0864474 0.0820305 0.0772095 0.257944 0.0740337 0.07085 0.069934 0.0677221 0.0657006 0.0681515 0.0636576
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.089410000000000003 0.089885000000000007 0.09253500000000002 0.13501500000000002 0.17025000000000004 0.42051500000000003 0.11474000000000002 0.062655000000000016 0.30112000000000005 0.10021000000000001 0.091450000000000017 0.088205000000000019 0.094835000000000017 -0.38124499999999995 -0.56176499999999996 0.11588000000000001 0.053925000000000008 0.089770000000000016 1.0000000180025095e-35 -0.040439999999999997 0.084885000000000002 -1.0000000180025095e-35 0.090385000000000007 0.041630000000000007 0.090285000000000018 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 6 -3 11 16 13 9 12 19 14 15 18 -5 23 -1 -10 -7 -6 -16 24 -23 -4 27 -11 -2 28 -20 -18
right_child=1 2 8 5 10 7 -8 -9 17 25 -12 -13 -14 -15 20 -17 29 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063027749413998061 0.00063573699688015419 0.000313036600417491 0.00046837834403941445 0.0006174277748606929 0.00057950947200985619 0.00065414396571178066 0.0003506387917112647 0.0004013758742701414 0.00015443333789617341 0.00024820675785310384 0.00032221894339679757 0.00071904928539118739 0.0001897687513649074 0.0004023328644460907 0.00057872762094637626 0.00023348181709354998 0.00053664387148969308 -2.1952312193153537e-05 0.0006070176139054117 0.00044608930135793231 0.00045467216139603709 0.00057249685093864477 0.00031482609792375101 0.00032390251605972354 0.0006789025341661589 0.00014453589855432724 0.00050633538003061333 0.00050324692908813927 0.00056163237635121143 0.00039588689619725711
leaf_weight=26 48 226 30 1123 43 45 69 39 34 36 23 60 30 20 188 20 30 20 174 33 23 59 20 25 23 82 23 55 473 21
leaf_count=26 48 226 30 1123 43 45 69 39 34 36 23 60 30 20 188 20 30 20 174 33 23 59 20 25 23 82 23 55 473 21
internal_value=0 0.000324025 0.000292206 0.000583556 0.000362453 0.000592333 0.000445166 0.000559226 0.000209786 0.000239009 0.000475262 0.000613897 0.000309634 0.00056631 0.000609168 0.000357581 0.000529872 8.91053e-05 0.000570173 0.000521577 0.000565205 0.000565473 0.000507264 0.000402708 0.000571816 0.000176164 0.000593818 0.000568307 0.000573838 0.000478685
internal_weight=0 673 602 2448 325 2302 146 908 277 223 99 1394 105 869 1334 75 77 54 849 76 211 804 79 55 725 118 71 702 647 51
internal_count=3121 673 602 2448 325 2302 146 908 277 223 99 1394 105 869 1334 75 77 54 849 76 211 804 79 55 725 118 71 702 647 51
is_linear=0
shrinkage=0.00196078


Tree=9915
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 47 14 1 16 2 4 0 49 1 2 4 16 3 12 4 1 475 2 150 0 47 123 2 2 43
split_gain=9.77129 1.21716 1.0578 0.71636 0.6716 0.381476 0.364452 0.302485 0.284241 0.278217 0.27599 0.196917 0.242573 0.185636 0.177941 0.163406 0.131461 0.126306 0.119644 0.133708 0.10956 0.0978409 0.0927741 0.0915774 0.0893501 0.0756183 0.0676814 0.0942159 0.125985 0.067644
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.098630000000000009 0.085055000000000006 0.12958500000000003 0.076975000000000002 0.077845000000000011 -0.5335399999999999 0.14122000000000004 0.40124500000000002 -0.10474999999999998 0.082865000000000008 0.083135000000000014 0.17025000000000004 0.0061450000000000003 -0.040964999999999994 -0.05647499999999999 0.087695000000000009 -0.51843499999999987 0.091195000000000012 -0.066784999999999983 0.087675000000000017 0.081835000000000019 -0.060129999999999996 0.10350500000000001 0.11021500000000002 -1.0000000180025095e-35 0.13712500000000002 -0.08287499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 14 11 -4 -5 21 25 12 13 -1 17 18 -7 -3 19 -13 -21 -10 -15 -23 -20 -6 27 -19 -29 -26
right_child=1 5 7 8 10 16 -8 -9 9 -11 -12 15 -14 22 -16 -17 -18 26 24 20 -22 23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.00059762495592618147 0.00032194623973999867 0.00032228997118082366 0.00057850376877631123 0.00034171590850237205 0.00062334875590401269 0.00027829612227266327 0.00075261049979003165 0.00034282235461693126 0.00062239416719606154 0.00039004673032221016 0.00034657943769634538 0.00079431800392606793 0.00068860811095277806 0.00051049133080324034 8.6482142866975415e-05 0.00054399925683037888 0.00048146224306786758 0.00014767076368890587 0.00061026715210343635 0.0006397096982395684 0.00049249705438520397 0.00055292134899950231 0.00037255420714269317 0.00041659450751966708 0.00043462157176405776 0.00050903309282718918 9.1205282025155391e-05 0.00035233771860648214 0.00019099702193055534 0.00059588816309092091
leaf_weight=49 178 35 28 28 45 25 72 83 77 41 29 21 35 38 52 111 24 57 782 690 20 359 37 20 20 44 22 30 49 20
leaf_count=49 178 35 28 28 45 25 72 83 77 41 29 21 35 38 52 111 24 57 782 690 20 359 37 20 20 44 22 30 49 20
internal_value=0 0.000309234 0.000589442 0.000598027 0.000397991 0.000219872 0.000615783 0.000402274 0.000533933 0.000544762 0.000512703 0.000610379 0.000544453 0.000503765 0.000188286 0.000616679 0.000377806 0.000215714 0.000621873 0.000640124 0.000635563 0.000558673 0.000442442 0.000545727 0.000605644 0.000566833 0.000192106 0.000208428 0.000252266 0.000515255
internal_weight=0 590 2531 2420 296 294 1895 111 525 497 118 1823 159 124 245 1664 49 193 1553 731 710 456 75 379 822 89 158 136 79 40
internal_count=3121 590 2531 2420 296 294 1895 111 525 497 118 1823 159 124 245 1664 49 193 1553 731 710 456 75 379 822 89 158 136 79 40
is_linear=0
shrinkage=0.00196078


Tree=9916
num_leaves=31
num_cat=0
split_feature=1 4 12 457 150 43 3 43 376 4 2 0 1203 3 1443 481 1213 402 15 1209 42 3 133 1 401 49 484 151 456 0
split_gain=0.256236 0.0378633 0.0349069 0.0292209 0.0241408 0.0228734 0.0225414 0.0212019 0.0233204 0.0211299 0.0196817 0.0159168 0.0219611 0.0196326 0.0189254 0.0230631 0.0182226 0.0159557 0.0279981 0.0259875 0.017352 0.0150897 0.0161065 0.0150124 0.0151134 0.0148368 0.0197071 0.0267009 0.0429439 0.0223424
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.10613500000000002 0.084680000000000019 -0.074359999999999996 0.11658 -0.085594999999999991 0.083785000000000012 0.053180000000000012 0.25063000000000007 -0.082974999999999979 0.087970000000000007 -0.065229999999999996 1.0000000180025095e-35 -0.081539999999999987 0.104315 -1.0000000180025095e-35 0.085935000000000025 0.086665000000000006 -0.14609499999999997 -0.0063699999999999989 -0.080849999999999991 0.11910500000000002 0.085900000000000018 0.11560500000000001 0.087020000000000014 -0.08718999999999999 0.081240000000000021 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 7 21 -1 -9 11 23 12 16 14 15 -13 17 18 19 -4 -19 22 -7 -3 -25 26 27 28 -22 -28
right_child=1 10 9 -5 -6 6 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18 20 -20 -21 25 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0043721839817039473 0.0039326051201347533 0.003160009989369428 0.0077218640921637412 0.00089113911424108122 0.0018906893526990445 0.0054406736149556108 0.0023832343392046719 -0.00084481141751720798 0.0032365379633293267 0.0041830421775708596 -0.0010568721181092164 0.0075887913350015882 0.0085212902327918491 0.0033967356962140332 0.0026344704965595156 0.0050031999127409599 0.0032491533085703852 0.007516360178456776 0.0096820134824762757 0.0035595307033509018 0.00025226497216083646 0.0055475792264290773 0.0020466601312489666 0.0017760055575669162 -0.0011407112912274898 0.0027373051108873412 0.0078097650408744806 0.0053349263398358576 0.0056148251107515541 0.004429229848279522
leaf_weight=74 197 72 30 27 82 27 34 21 42 247 24 36 23 81 32 827 38 35 24 30 28 193 29 159 20 23 60 545 32 29
leaf_count=74 197 72 30 27 82 27 34 21 42 247 24 36 23 81 32 827 38 35 24 30 28 193 29 159 20 23 60 545 32 29
internal_value=0 0.00251171 0.00488308 0.00408 0.00333247 0.004285 0.00479846 0.00322434 0.00187609 0.0050524 0.00167901 0.00516705 0.00547113 0.00488758 0.00502251 0.00511106 0.00539086 0.00548821 0.00679536 0.0056407 0.0053422 0.00512825 0.00368306 0.0019406 0.00145012 0.00523607 0.00531889 0.0051145 0.0031123 0.00670824
internal_weight=0 554 2567 447 279 420 283 137 63 2120 275 1873 897 976 895 863 874 836 84 60 752 249 56 251 179 717 694 605 60 89
internal_count=3121 554 2567 447 279 420 283 137 63 2120 275 1873 897 976 895 863 874 836 84 60 752 249 56 251 179 717 694 605 60 89
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 123 40 4 16 4 1 0 401 42 12 51 2 4 15 124 34 2 2 484 13 3 15 1 2 15
split_gain=0.207551 0.0329458 0.0284973 0.0258112 0.0199734 0.0199338 0.0193488 0.0187794 0.0181533 0.0162027 0.0229861 0.020216 0.0195602 0.0210025 0.0191868 0.0189184 0.0241502 0.0185 0.0170393 0.0146072 0.0186963 0.0182213 0.0234079 0.0147484 0.0175175 0.0202368 0.0228509 0.0145533 0.0190519 0.0144722
threshold=0.10920500000000001 -0.049509999999999992 0.094835000000000017 0.31358000000000003 0.11411 0.084025000000000016 0.0046150000000000002 0.27044500000000005 -0.53943499999999989 -0.013125 0.099400000000000002 -0.23001499999999997 0.080710000000000018 -0.085874999999999993 0.11734000000000001 0.0053700000000000006 0.10444500000000002 -0.036839999999999991 -0.11033999999999998 0.091025000000000009 -0.038779999999999995 0.10981000000000002 -1.0000000180025095e-35 -0.065594999999999987 0.00084500000000000016 0.149315 -0.076244999999999993 0.091195000000000012 -0.0091949999999999983 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 19 -2 6 9 8 -1 12 18 -12 13 -4 15 17 -17 -15 -11 20 -3 22 -22 -23 25 26 -25 -10 -29 -6
right_child=1 3 5 -5 29 -7 -8 -9 27 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0075046386421573439 0.0042312177272227323 0.00039862849581469263 0.0074163648898580257 -0.0015216926912493681 0.003775539505198443 0.0020120443020648551 0.0010321386912394137 0.0018899695104919374 0.0047406131053180714 0.005833165094169767 0.0036498316004121255 8.4129030195375284e-06 0.0019969436072709936 0.0040761477712455635 0.00163766333522896 0.009107499925552735 0.0047432076276436421 0.0071283545683730734 0.0036651573748402383 -0.00062045172865812976 0.0019993986488833766 -0.00057436088642134572 0.0060172808573356476 0.0026525609790890789 -0.00045421345303544685 0.0015650886035483372 0.0062510073939338329 0.0020957241895223928 0.004318831992096428 0.00091377733854663588
leaf_weight=22 108 54 28 23 30 53 21 25 1472 43 31 30 27 204 21 21 32 22 231 21 29 20 29 60 21 91 25 46 238 43
leaf_count=22 108 54 28 23 30 53 21 25 1472 43 31 30 27 204 21 21 32 22 231 21 29 20 29 60 21 91 25 46 238 43
internal_value=0 0.00226054 0.00439477 0.00172334 0.00336757 0.00388292 0.00402238 0.00461166 0.00464993 0.00411339 0.00361455 0.00185897 0.00458413 0.0047971 0.00455263 0.00477204 0.00647246 0.00437327 0.00400539 0.00193659 0.00209981 0.00243385 0.00400834 0.00201302 0.0022757 0.00260143 0.00371093 0.00461416 0.00395875 0.00208984
internal_weight=0 554 2567 373 181 764 711 1803 1778 690 335 61 355 328 300 279 53 226 274 350 329 275 58 217 197 176 85 1756 284 73
internal_count=3121 554 2567 373 181 764 711 1803 1778 690 335 61 355 328 300 279 53 226 274 350 329 275 58 217 197 176 85 1756 284 73
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=31
num_cat=0
split_feature=1 3 123 4 3 2 43 1 14 2 4 1 0 15 49 52 2 15 16 4 1 0 1 13 47 159 1 13 0 4
split_gain=7.93798 1.27382 0.685923 0.5733 0.438488 0.321808 0.265944 0.209899 0.190635 0.175413 0.17462 0.133568 0.131737 0.148135 0.130512 0.100791 0.0918137 0.110442 0.0960323 0.0899791 0.0927148 0.0758103 0.0710365 0.0652472 0.0534757 0.0519793 0.0505997 0.0654828 0.0477781 0.0474652
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.31534000000000006 0.095545000000000005 -0.025214999999999998 0.077845000000000011 0.062655000000000016 0.13501500000000002 -0.17966999999999997 0.12205500000000001 -0.10096999999999999 -0.10653 -0.054984999999999992 0.048770000000000008 0.10613000000000002 -0.45963999999999994 -0.008904999999999998 -0.013125 0.093100000000000002 0.14486500000000005 0.085605000000000014 0.030370000000000005 0.090280000000000013 0.083870000000000014 0.077845000000000011 0.090705000000000008 -0.13843999999999998 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 8 11 -4 12 19 -8 -3 13 -1 -2 -6 -12 -18 -19 21 -21 25 28 29 -16 -7 -25 -28 -15 -14
right_child=1 4 7 -5 15 9 10 -9 -10 -11 16 -13 23 22 24 -17 17 18 -20 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00049152170296977546 0.00025961994553202447 0.00017274585103257316 0.0004202433692223551 0.00019090972773380568 -2.9946736271208326e-05 0.00044358458614085771 0.00039379520891329932 0.0002180902099300624 0.00056129006303700746 0.00029447916519939989 0.00028650875897706304 6.6508884662395051e-05 0.00053179098778412118 0.00048661779941004863 0.00045720505398040746 0.0001049448954341063 0.00031044775875760063 0.00018810275955813942 5.3286050245458006e-05 0.0004047094204497365 0.00028694308047422771 0.00035029373789685652 0.00030824486509549849 0.00044854471476585891 0.00037673215627892899 0.00053605847229245564 0.0002932634625879387 0.00043621476979649698 0.000368742433518486 0.00046482872557882042
leaf_weight=50 24 91 28 85 57 231 21 67 70 48 39 91 42 20 64 34 20 74 28 226 29 31 50 110 63 26 22 28 39 1313
leaf_count=50 24 91 28 85 57 231 21 67 70 48 39 91 42 20 64 34 20 74 28 226 29 31 50 110 63 26 22 28 39 1313
internal_value=0 0.000202823 0.000440995 0.000319718 0.000142192 0.00044764 0.000172627 0.000277672 0.00046104 0.000408097 0.000225627 0.000119627 0.000456847 0.000403155 0.000392226 2.04523e-05 0.000203692 0.000177218 0.000151094 0.000418141 0.000391316 0.000441891 0.00036262 0.000462483 0.000417285 0.00045294 0.000425036 0.000373316 0.0004087 0.000466904
internal_weight=0 691 2430 236 455 2335 364 95 1744 591 182 182 1674 159 151 91 161 122 102 543 255 288 109 1515 127 257 160 50 59 1355
internal_count=3121 691 2430 236 455 2335 364 95 1744 591 182 182 1674 159 151 91 161 122 102 543 255 288 109 1515 127 257 160 50 59 1355
is_linear=0
shrinkage=0.00196078


Tree=9919
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 1 47 2 1 1 16 14 4 2 1 52 1 1 2 159 43 12 457 2 1447 43 52 15 447 4
split_gain=10.1838 1.52163 0.807602 0.803651 0.532087 0.512164 0.28853 0.264783 0.224945 0.199697 0.167977 0.144558 0.133821 0.133055 0.123546 0.104708 0.225196 0.095964 0.0893664 0.0886583 0.080269 0.0788851 0.0758359 0.0839149 0.0660527 0.0634186 0.0599526 0.062608 0.0570626 0.0559708
threshold=0.10508500000000001 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.089885000000000007 0.11690500000000002 0.09717000000000002 0.14122000000000004 0.077845000000000011 0.091450000000000017 -0.061854999999999993 0.062655000000000016 0.0061450000000000003 0.17025000000000004 0.12337000000000002 1.0000000180025095e-35 0.083345000000000016 0.13075500000000004 -0.0091949999999999983 0.078675000000000009 0.064745000000000011 0.09141500000000001 0.083570000000000019 0.10882500000000002 -0.082869999999999985 -0.080324999999999994 0.12418000000000001 1.0000000180025095e-35 0.083310000000000009 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 9 19 13 12 -5 11 -8 28 20 26 29 16 -14 -4 -11 22 24 -22 23 -3 -6 -10 27 -7 -1 -2
right_child=1 5 17 8 7 6 10 -9 25 18 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006231498443673571 0.00060898790114066184 0.00046020095881509093 0.00033174703188706186 0.00055803899608907251 0.00068317525597396062 0.0001489786884480255 0.00022995499240749287 0.00040188967060994328 0.00038763964537526664 0.00044288106475178147 0.00043049365124731221 0.00072074504355609359 0.00052917396696835041 6.6599833980704459e-05 0.00041219654155539356 0.00057064812376836295 0.00033821712359483774 0.00018504290539829145 0.00057474672289805056 0.00025602000927244753 0.00041784192709361803 0.00055569497441706984 0.00028065740569664551 0.00033742335735678246 0.00058359331732537288 0.00025661603565893922 0.00026841838315849297 0.00025398611965587195 0.00052230182251562622 0.00052229547291233113
leaf_weight=1107 50 38 60 28 27 114 42 41 49 22 26 59 131 46 27 123 29 24 194 42 20 79 33 49 497 20 28 27 22 67
leaf_count=1107 50 38 60 28 27 114 42 41 49 22 26 59 131 46 27 123 29 24 194 42 20 79 33 49 497 20 28 27 22 67
internal_value=0 0.000312371 0.000442624 0.000584715 0.000591932 0.000245635 0.000195305 0.000556014 0.000409812 0.000616158 0.000306632 0.000626129 0.000562989 0.000160095 0.000531753 0.000527632 0.000494563 0.000289832 0.000561316 0.000333555 0.00057905 0.000527846 0.000360692 0.00039105 0.000588724 0.000349662 0.000185544 0.000169086 0.000621185 0.000559344
internal_weight=0 673 228 2448 2351 445 283 947 97 1404 68 1188 906 215 144 283 160 84 216 162 623 99 120 87 524 69 169 141 1129 117
internal_count=3121 673 228 2448 2351 445 283 947 97 1404 68 1188 906 215 144 283 160 84 216 162 623 99 120 87 524 69 169 141 1129 117
is_linear=0
shrinkage=0.00196078


Tree=9920
num_leaves=31
num_cat=0
split_feature=1 52 1 39 12 2 2 47 1 14 4 2 4 0 15 3 4 4 1 4 15 1 42 43 15 10 151 49 47 13
split_gain=13.095 1.9365 1.17594 0.928993 0.68997 0.621844 0.401134 0.374211 0.328412 0.32126 0.310845 0.212894 0.200528 0.168908 0.220416 0.152535 0.111445 0.105619 0.104942 0.103873 0.102964 0.088632 0.0771053 0.136567 0.0766886 0.0782753 0.0697885 0.0687824 0.0641364 0.0641173
threshold=0.104035 -0.40967499999999996 0.12408500000000001 0.056590000000000008 0.088725000000000012 0.091265000000000013 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.062655000000000016 0.40473500000000007 0.14285500000000004 0.27834500000000006 -0.10474999999999998 -0.10469999999999999 0.090900000000000009 -0.15289999999999995 -0.015039999999999998 0.083345000000000016 0.0082450000000000006 -0.028889999999999996 0.075045000000000014 0.084835000000000008 -0.11278499999999998 -0.41942499999999994 -0.38124499999999995 -0.088784999999999989 -0.052259999999999994 0.090100000000000013 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 26 9 15 11 20 13 -6 12 -4 14 -1 17 -17 21 -16 22 -5 -7 -15 -24 -13 -26 -3 -20 -28 -19
right_child=1 2 7 8 10 6 -8 -9 -10 -11 -12 24 -14 19 18 16 -18 29 27 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.00066404257403663007 0.0005726765560599426 0.00033359777949312151 0.00028641972445698843 0.00056879144747853038 0.00051954774769387294 0.0005739204961037243 0.0003543280320716839 0.00032974716538003689 0.00032224679564344972 0.00075191760883100477 0.0002856641200799342 0.00011884990687692803 0.0001211114645083315 0.00063315171015547174 0.00056828491243661613 0.00054532464928117692 0.00039080127320685257 0.00057961471238226266 0.000490526778626782 0.00052635328702665138 0.00040081631890670369 0.00064813911038286544 0.00044339953976518966 0.00060827418176014091 9.0805426404318385e-05 -5.1220338401706939e-05 0.00023078761863939892 0.00033547662267230664 0.00034326139850784324 0.00052021725236877823
leaf_weight=34 76 40 39 47 74 299 39 37 64 64 31 37 102 699 27 38 34 106 22 48 20 78 20 564 25 37 171 22 22 205
leaf_count=34 76 40 39 47 74 299 39 37 64 64 31 37 102 699 27 38 34 106 22 48 20 78 20 564 25 37 171 22 22 205
internal_value=0 0.000277399 0.000240909 0.000583305 0.000318528 0.000592457 0.000548272 0.000146198 0.000422697 0.000615992 0.000450496 0.000117901 0.000166835 0.000609934 0.000534221 0.000558224 0.000472355 0.00056721 0.000472053 0.000615907 0.00051865 0.000589276 0.000619258 0.000602628 4.82064e-05 6.04812e-06 0.000259057 0.000413002 0.000243608 0.000540462
internal_weight=0 691 615 2430 338 2299 799 277 131 1500 105 240 141 1436 105 760 72 688 71 1331 67 377 1283 584 99 62 233 44 193 311
internal_count=3121 691 615 2430 338 2299 799 277 131 1500 105 240 141 1436 105 760 72 688 71 1331 67 377 1283 584 99 62 233 44 193 311
is_linear=0
shrinkage=0.00196078


Tree=9921
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 2 1 4 2 4 52 1 1 2 47 4 52 16 0 12 3 15 49 1 131 16
split_gain=12.6736 2.11098 1.23228 1.06461 0.746064 0.654972 0.47223 0.420018 0.394659 0.323295 0.295014 0.281045 0.237831 0.206955 0.128057 0.114917 0.111752 0.172412 0.0987416 0.0843149 0.0750085 0.0739935 0.0690061 0.0891414 0.0651504 0.0637098 0.0617071 0.0570462 0.0563524 0.0529216
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.089885000000000007 0.09253500000000002 0.40473500000000007 0.14285500000000004 0.27834500000000006 -0.56176499999999996 0.091450000000000017 0.088975000000000012 0.097845000000000015 0.090100000000000013 0.033845000000000007 -0.16675999999999999 -0.12029499999999999 0.062580000000000011 0.090345000000000023 -0.022174999999999997 -0.41942499999999994 -0.078034999999999979 0.14754500000000001 0.09031500000000002 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 7 9 12 15 -5 -6 13 -4 -11 -1 19 -18 -3 22 -9 -21 23 -16 -15 -14 -12 -27 -2 -7
right_child=1 2 8 10 11 29 -8 20 -10 14 26 -13 25 24 16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00060794809813076781 0.00062579604166470128 0.00022977976046163314 0.00027689629334107962 0.00051626058482278183 0.00051742497110393159 0.00029209406188159594 0.00030979673435996752 0.0006165160779275146 0.00032124688914741593 0.0006531307847930974 0.00035197325427836816 0.00029609916131377367 9.4414926363549096e-05 0.00018952082110834973 0.0006171046461174995 0.00055798893257015558 0.00033157706585810386 0.00053949665598958761 0.00034751446561559159 0.00055674270284371448 0.00075383264554571775 0.00048129806658113428 0.00049814952387882089 0.0005569030044154632 7.8477218433304973e-05 4.2146116339254168e-05 0.00022922597052135697 -7.8385557380938973e-05 0.0005090181198385027 0.00042276202324186837
leaf_weight=1127 47 190 39 34 71 26 24 20 37 45 31 32 37 28 128 210 23 46 32 98 65 102 53 362 74 36 32 26 24 22
leaf_count=1127 47 190 39 34 71 26 24 20 37 45 31 32 37 28 128 210 23 46 32 98 65 102 53 362 74 36 32 26 24 22
internal_value=0 0.000266555 0.000228841 0.000570372 0.000310741 0.000578678 0.000583403 0.000586284 0.000132749 0.000581045 0.000369065 0.000448664 0.000103689 0.00015541 0.000551316 0.000600101 0.000545673 0.00047019 0.000246751 0.000552683 0.000721523 0.000518266 0.000565359 0.000572629 0.00010896 3.00261e-05 0.000289625 -8.39942e-06 0.000586322 0.000351984
internal_weight=0 673 602 2448 325 2351 2303 2279 277 2194 97 103 240 141 857 1337 812 69 222 743 85 200 543 490 102 99 63 62 71 48
internal_count=3121 673 602 2448 325 2351 2303 2279 277 2194 97 103 240 141 857 1337 812 69 222 743 85 200 543 490 102 99 63 62 71 48
is_linear=0
shrinkage=0.00196078


Tree=9922
num_leaves=31
num_cat=0
split_feature=1 3 12 457 2 43 3 1 4 0 43 376 42 0 3 1203 44 1 2 3 47 0 47 1443 481 3 1213 0 16 16
split_gain=0.36302 0.0500946 0.0491196 0.0316098 0.0289155 0.0274912 0.0278594 0.0269255 0.0235322 0.022224 0.0220479 0.0208811 0.0195806 0.0173614 0.0191445 0.0177822 0.0170694 0.0206021 0.0268585 0.0243755 0.0168244 0.0160566 0.0180874 0.0157211 0.0207996 0.0151421 0.0163876 0.0151971 0.0195967 0.0270474
threshold=0.10920500000000001 -0.053259999999999995 0.051320000000000005 0.10613500000000002 0.11411 -0.074359999999999996 0.11658 0.14262000000000002 0.053180000000000012 1.0000000180025095e-35 -0.085594999999999991 0.084075000000000011 0.11159000000000001 -0.082974999999999979 -0.065229999999999996 0.087970000000000007 0.081805000000000017 0.09697500000000002 0.085105000000000014 0.099930000000000005 0.13011000000000003 -0.036484999999999997 0.089640000000000011 1.0000000180025095e-35 -0.081539999999999987 -0.15447499999999995 0.104315 -0.13455999999999999 -0.0068949999999999992 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 21 10 16 12 13 -9 -1 -12 20 15 23 25 17 18 -7 -19 -3 22 -2 24 -15 -4 27 -27 29 -29
right_child=1 7 8 -5 -6 6 -8 9 -10 -11 11 -13 -14 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0048019855694980615 0.0077751124089506145 0.0025283910261710615 0.0080805947777588625 0.001264401735668933 0.0025186866171342057 0.0079570596465297679 0.0026721229834947738 0.0014921424957719865 0.0048171037668550791 -0.0020216406216301648 0.00028530372274589952 0.0039379551164422403 -0.00038369902010474891 0.0081306221817309659 0.0040914738070030043 0.0089177822375305655 0.0084519565149786934 0.0010629112477458659 0.0052133777373547414 0.0059409345500171188 0.0052570686228573327 0.002970545558939473 0.0046806516746679943 0.0035204008630898898 0.005675186309315931 0.0039733315337798563 0.0039558861983587613 0.006312858315390895 0.0052128125209492289 0.0095506196979571276
leaf_weight=74 30 235 37 27 70 48 34 72 247 24 29 34 21 36 81 23 21 21 139 20 25 26 51 32 827 32 37 581 160 27
leaf_count=74 30 235 37 27 70 48 34 72 247 24 29 34 21 36 81 23 21 21 139 20 25 26 51 32 827 32 37 581 160 27
internal_value=0 0.00271113 0.00553369 0.00458105 0.00409892 0.00479427 0.00535718 0.00205956 0.00573456 0.000613697 0.00363147 0.00225658 0.00255353 0.00585555 0.00556367 0.00617312 0.00572381 0.00547254 0.00591764 0.00344243 0.00279076 0.00513272 0.00582675 0.00569691 0.00577761 0.0061009 0.00601338 0.00610854 0.00619751 0.00645664
internal_weight=0 554 2567 447 177 420 283 377 2120 96 137 63 281 1873 976 897 249 228 187 41 260 107 81 895 863 874 837 800 768 608
internal_count=3121 554 2567 447 177 420 283 377 2120 96 137 63 281 1873 976 897 249 228 187 41 260 107 81 895 863 874 837 800 768 608
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=31
num_cat=0
split_feature=1 52 12 1 4 44 3 0 2 0 2 457 9 10 12 4 49 12 41 4 0 16 160 1 52 43 15 51 0 42
split_gain=0.294046 0.0444292 0.0397868 0.0351093 0.0269079 0.0326756 0.0358928 0.0309342 0.0219601 0.0227853 0.0204641 0.0355459 0.0402455 0.0232168 0.0198442 0.0211335 0.0193963 0.0188674 0.0184186 0.0211476 0.018024 0.0180151 0.0214222 0.0172512 0.0191375 0.0164921 0.0197261 0.0160697 0.0150712 0.0144733
threshold=0.10920500000000001 -0.26636999999999994 0.051320000000000005 0.14860500000000001 -0.17966999999999997 1.0000000180025095e-35 0.11296500000000002 -0.071924999999999989 0.085730000000000015 -0.14454499999999995 0.11411 0.045365000000000009 -1.0000000180025095e-35 0.09820000000000001 0.090285000000000018 0.033845000000000007 -0.069799999999999987 -0.042789999999999988 0.088820000000000024 -0.15764999999999998 -0.097024999999999986 -0.040964999999999994 -0.44514499999999996 0.088975000000000012 -0.061194999999999992 0.0061450000000000003 -0.41942499999999994 0.11594500000000001 0.056435000000000006 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 4 10 28 6 7 8 -6 16 11 12 -3 -14 -4 20 -10 -9 19 -12 -16 27 -23 -18 -25 26 -21 -22 -1 -2
right_child=1 3 14 -5 5 -7 -8 17 9 -11 18 -13 13 -15 15 -17 23 -19 -20 25 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0065837279590778052 0.0067913339606353222 0.0012012595425561735 0.0054439622830914879 -7.054376295737682e-05 0.0060697377569990107 0.0070811506707859394 0.00033398821824724137 0.0033758295182552607 0.0045667087245318625 0.005309250368736685 0.0046416936353558588 -0.00054016694193705919 0.0053079931396995579 0.0017908314308758989 0.007203036605858722 0.0038345308448188009 0.0042886683046596038 -8.5287522857210461e-05 0.0047817535130889157 0.0030282210775112619 0.0055727576060277898 0.0019019718792650008 0.0046566610516043817 0.0028490069613326344 -0.0011444800728592477 -0.001418068192433566 0.00086650305755967797 0.0033342468858297385 0.0038072511746451774 0.0033638214184479281
leaf_weight=60 28 46 1143 62 56 27 33 36 45 64 21 22 102 23 37 175 21 28 20 64 383 31 316 24 24 20 124 35 29 22
leaf_count=60 28 46 1143 62 56 27 33 36 45 64 21 22 102 23 37 175 21 28 20 64 383 31 316 24 24 20 124 35 29 22
internal_value=0 0.00244001 0.00498032 0.00215795 0.00412295 0.0037361 0.00346324 0.00380977 0.00434261 0.00379924 0.00247054 0.00324341 0.00373019 0.00466084 0.0051611 0.00483018 0.00295151 0.00186159 0.00187149 0.00161732 0.00504744 0.00494318 0.00441056 0.00189813 0.000852263 0.00131198 0.00160241 0.00538532 0.00567903 0.00528323
internal_weight=0 554 2567 504 447 358 331 298 234 178 442 193 171 125 2120 977 114 64 249 229 802 765 347 69 48 208 188 418 89 50
internal_count=3121 554 2567 504 447 358 331 298 234 178 442 193 171 125 2120 977 114 64 249 229 802 765 347 69 48 208 188 418 89 50
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 4 2 1 2 49 4 50 40 1 15 157 1 1429 51 1 151 4 1 150 16 1446 15
split_gain=5.0429 0.859286 0.416489 0.348336 0.300595 0.234915 0.215592 0.208648 0.171411 0.144292 0.141181 0.117372 0.0906394 0.0847788 0.0722886 0.0703025 0.0559833 0.053023 0.0526898 0.0504061 0.096964 0.0513571 0.04935 0.0441216 0.0425336 0.0425305 0.0417522 0.0367438 0.0366007 0.0353255
threshold=0.104035 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14753000000000002 0.13501500000000002 -1.0000000180025095e-35 0.062655000000000016 0.27834500000000006 0.10613000000000002 0.09253500000000002 0.091265000000000013 -0.054984999999999992 -0.15464999999999998 0.041865000000000006 -0.077714999999999992 0.12408500000000001 -0.41942499999999994 -0.41266499999999995 0.080270000000000022 0.084690000000000015 0.11144500000000002 0.11910500000000002 -1.0000000180025095e-35 0.42642000000000008 0.12958500000000003 0.083555000000000004 -0.0048099999999999992 0.095780000000000018 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 7 15 8 11 25 -4 19 -2 -11 17 -3 24 -6 -13 21 28 -1 -5 -19 27 -8 -20 -15 -21 -9
right_child=1 4 10 22 14 -7 9 29 -10 13 -12 18 -14 16 -16 -17 -18 23 26 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049145274268642437 0.00031597434788077969 0.00022612091527559588 0.00043777151424287375 0.00031104039924304466 0.00016413743951199846 0.00033321319131965875 0.00040654462476413469 0.00059848093157933893 0.00029594968255682318 0.00037348248224521106 0.00028009181220278419 0.00053328020023364641 0.00044736645503813086 0.00026363829542803611 0.00022413185470120605 0.00012049578780344888 0.00018753233355354816 0.00012050700977968828 0.000450177728739803 0.00046620571929682618 0.00033730485853398763 0.00040617699967045076 0.000215747314404102 -1.0604644593709678e-06 0.0003244632938063293 0.0002943164862546266 0.00038419168408774683 0.00017250737626895758 0.00053920058131802311 0.00051515222957698248
leaf_weight=897 24 47 34 48 29 48 37 53 22 21 61 28 127 75 23 50 52 22 674 465 22 28 37 24 33 20 39 22 28 31
leaf_count=897 24 47 34 48 29 48 37 53 22 21 61 28 127 75 23 50 52 22 674 465 22 28 37 24 33 20 39 22 28 31
internal_value=0 0.000273956 0.00046379 0.000369964 0.000224158 0.000468968 0.000250563 0.000471817 0.00046816 0.000279995 0.000336525 0.000469897 0.000426483 0.000255518 0.000127967 0.000171675 0.000241907 9.84759e-05 0.000449845 0.000480215 0.000464668 0.000488871 0.00026956 5.70805e-05 0.000263656 0.000367166 0.000446568 0.000242969 0.000470351 0.000567729
internal_weight=0 691 2430 236 455 2335 357 2287 2203 260 95 2181 151 203 98 97 182 75 741 1440 515 925 85 46 130 57 713 97 493 84
internal_count=3121 691 2430 236 455 2335 357 2287 2203 260 95 2181 151 203 98 97 182 75 741 1440 515 925 85 46 130 57 713 97 493 84
is_linear=0
shrinkage=0.00196078


Tree=9925
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 47 14 2 2 2 4 14 4 1 2 43 15 47 12 160 1 1 10 131 3 15 52
split_gain=7.33717 1.2138 0.787933 0.606927 0.431153 0.36364 0.352768 0.253164 0.23327 0.215157 0.176989 0.162811 0.155668 0.127343 0.0874188 0.0853782 0.0914396 0.0816128 0.0794408 0.0761991 0.0728941 0.0700282 0.0660513 0.0649506 0.0648105 0.0530376 0.051596 0.0508442 0.0506701 0.0419665
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.40124500000000002 0.13712500000000002 0.09253500000000002 0.13082500000000002 0.062655000000000016 0.10699500000000002 0.089885000000000007 0.14285500000000004 0.27834500000000006 0.097795000000000007 -0.015039999999999998 0.083345000000000016 0.094835000000000017 0.064745000000000011 -0.41942499999999994 0.090100000000000013 0.090285000000000018 -0.067824999999999983 0.091195000000000012 0.11588000000000001 -0.38124499999999995 0.09031500000000002 -0.010424999999999999 -0.059484999999999989 -0.56176499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 7 20 6 9 17 12 11 24 23 13 -4 -11 18 21 -1 29 -14 -3 -17 -15 -5 -6 -21 -2 -24 -19 -13
right_child=1 2 8 5 10 -7 -8 -9 -10 14 -12 15 19 22 -16 16 -18 28 -20 25 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055243118271388985 0.00055105806309349678 0.00025053063871767483 0.00028604721781031437 0.00053749953445550566 0.00052118608536530996 0.00028091025566134387 0.00033134678943357569 0.00029948118456929674 0.00032244294870004586 0.00065142024861185885 0.00028365984661863085 0.00058541884053443273 0.00015972891001195645 0.00024678812799729149 0.00050370022380614977 0.00052209704159436078 0.00038207755310566547 0.0004712781072307713 0.00045592310010723544 0.0001170557292324363 0.00035032968872973272 0.00046353404017777434 0.00018767642873617838 0.00050019468444513721 0.00040444613822287063 1.4707289890805186e-07 0.00044159049263187481 8.6345965047008493e-05 0.00034648796755973245 0.00051895876829085869
leaf_weight=26 49 191 39 1111 41 25 38 69 34 67 27 41 37 23 20 123 37 29 74 25 33 217 32 214 33 37 25 47 22 335
leaf_count=26 49 191 39 1111 41 25 38 69 34 67 27 41 37 23 20 123 37 29 74 25 33 217 32 214 33 37 25 47 22 335
internal_value=0 0.00027716 0.000247892 0.000508328 0.000313189 0.000516103 0.000518686 0.000385734 0.000170441 0.000521865 0.000419546 0.000518 0.000148907 0.000190751 0.000617462 0.000496413 0.000474646 0.000463026 0.000514648 8.93112e-05 0.000265233 0.00048472 0.000154314 0.000531474 0.000469126 4.72877e-05 0.000514076 0.000127391 0.000417447 0.000526206
internal_weight=0 673 599 2448 325 2302 2277 146 274 2239 101 2152 240 141 87 827 377 77 450 99 224 340 102 1325 74 62 74 79 51 376
internal_count=3121 673 599 2448 325 2302 2277 146 274 2239 101 2152 240 141 87 827 377 77 450 99 224 340 102 1325 74 62 74 79 51 376
is_linear=0
shrinkage=0.00196078


Tree=9926
num_leaves=31
num_cat=0
split_feature=1 1 12 148 15 3 1 15 3 4 0 12 13 131 2 43 15 49 12 39 133 52 52 12 47 52 0 49 16 4
split_gain=0.308049 0.0451131 0.0411984 0.0289527 0.0271928 0.0297487 0.0282865 0.0249049 0.0212212 0.0207575 0.0197219 0.018394 0.0182399 0.022812 0.0510476 0.0220025 0.0169217 0.0163315 0.0160383 0.0157318 0.0195652 0.0147921 0.0154546 0.0144986 0.0141328 0.0137361 0.0199447 0.0190887 0.0186035 0.014318
threshold=0.10920500000000001 0.12337000000000002 0.051320000000000005 -0.043434999999999994 0.035560000000000008 0.11924500000000002 0.08864000000000001 -0.083359999999999976 0.10542000000000001 0.40124500000000002 -0.14920999999999998 0.13597000000000004 -0.0062949999999999994 0.090030000000000013 0.25063000000000007 -0.066504999999999995 -0.40580499999999992 -0.020744999999999996 -0.082514999999999991 0.10166000000000001 -0.082724999999999979 -1.0000000180025095e-35 -0.096999999999999989 0.085250000000000006 0.080455000000000013 -0.087284999999999988 -0.067094999999999988 -0.061079999999999988 -0.018494999999999998 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 19 17 24 10 23 -12 13 14 18 -14 -15 -5 -3 20 -1 22 -22 -4 25 -8 27 29 -29 -27
right_child=1 12 9 7 -6 -7 8 -9 -10 -11 11 -13 15 16 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0034835153372224539 0.00035819832522135516 0.0027308888179767461 0.0087791335418748121 0.00094441514323285276 0.0065407642609595015 0.00075099089097840574 0.0047944416738270471 0.0050192165097230051 0.0060629807145300288 0.0022200762277602088 0.0053699573283720325 0.0031771760887633533 0.0011331112164518109 0.0014271908000321879 -0.0042169643557281233 0.0040507096797227863 0.0051036738701874303 0.0035777951372141133 0.00032431359282377847 0.0029872130136936906 0.0071304755434393879 0.0075536089853089003 0.0038940010760496885 0.0056170101759248775 0.0048834045153960367 0.0026411350117996335 -0.00010750871392545001 -0.00024366317621360605 0.0036606511721006627 0.0064250507322140037
leaf_weight=33 26 45 29 31 48 26 24 105 27 21 2002 39 46 31 20 59 21 98 72 27 25 49 36 29 34 20 29 26 23 20
leaf_count=33 26 45 29 31 48 26 24 105 27 21 2002 39 46 31 20 59 21 98 72 27 25 49 36 29 34 20 29 26 23 20
internal_value=0 0.00256438 0.00516448 0.00352397 0.00429202 0.0040215 0.00424947 0.00387572 0.00345255 0.00534843 0.00537973 0.00532806 0.00171577 0.00112868 0.000451834 0.00277252 0.00291192 0.00294497 0.00124992 0.00520108 0.00561908 0.00625975 0.00522043 0.00719807 0.00305209 0.00261361 0.00217005 0.00291217 0.00158897 0.00453309
internal_weight=0 554 2567 260 447 399 373 234 203 2120 2099 2041 294 189 137 105 52 129 117 170 143 110 61 58 176 142 118 89 49 40
internal_count=3121 554 2567 260 447 399 373 234 203 2120 2099 2041 294 189 137 105 52 129 117 170 143 110 61 58 176 142 118 89 49 40
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=31
num_cat=0
split_feature=1 4 12 155 1375 483 149 15 10 44 1 2 376 12 4 15 13 16 0 16 48 52 1447 34 4 2 482 49 0 1212
split_gain=0.24952 0.0403796 0.0333707 0.0240784 0.0225762 0.022446 0.0208448 0.0212697 0.0267986 0.0198046 0.0207621 0.0191066 0.0289232 0.0179495 0.0184727 0.0175086 0.0181596 0.015982 0.0155343 0.0151495 0.015736 0.027347 0.019299 0.0149827 0.0199952 0.014343 0.0137988 0.013369 0.0152864 0.0127696
threshold=0.10920500000000001 0.27287000000000006 0.051320000000000005 0.10158500000000002 -0.092319999999999985 -0.070084999999999981 0.07770500000000001 -0.43375999999999998 -1.0000000180025095e-35 0.081805000000000017 0.08864000000000001 0.10981000000000002 0.083470000000000016 0.090285000000000018 0.033845000000000007 -0.016799999999999995 -1.0000000180025095e-35 0.27776000000000006 -0.097024999999999986 -0.066924999999999985 0.09111000000000001 -0.010739999999999998 -0.065079999999999985 -0.010024999999999997 0.51303500000000013 0.12043500000000001 0.08326500000000002 0.087055000000000007 -0.026509999999999995 0.092585000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 -1 -6 7 23 -9 10 -7 12 -2 -4 18 16 -13 27 -15 -20 22 -22 -21 -3 -25 -10 -26 28 -12 -24
right_child=1 6 13 -5 5 9 -8 8 25 -11 17 15 -14 14 -16 -17 -18 -19 19 20 21 -23 29 24 26 -27 -28 -29 -30 -31
leaf_value=0.00081147828010295561 0.0044085446786501009 0.00017096342236265738 0.0050826065451504525 0.0063307100525972528 0.0072156893355505812 0.0045089858055553647 0.0042635704157873988 -0.0031492816738318652 0.0025623652166828063 0.0069299630931345755 0.0034969047976345044 0.0017723389634696875 0.0002655130927450955 0.0067031702125835164 0.0035679985087065562 8.1443918101927815e-05 0.0047137230157762045 0.0057184392539784317 0.0050961928691032783 0.0069011344963781016 0.004479479311628203 -0.00032713259337469936 0.0043858942715946899 0.0047427904814661996 -0.00019300158508121968 -1.8283062437999874e-05 0.0027148236893674736 0.00036697180254296178 0.0010378591956630831 0.0020384125085547568
leaf_weight=23 107 33 1143 22 21 174 24 20 33 20 137 65 20 37 175 34 31 20 345 29 29 20 317 31 25 62 47 21 31 25
leaf_count=23 107 33 1143 22 21 174 24 20 33 20 137 65 20 37 175 34 31 20 345 29 29 20 317 31 25 62 47 21 31 25
internal_value=0 0.00230794 0.00464803 0.00315554 0.00386282 0.00402834 0.00144802 0.0011788 0.000177729 0.00386225 0.00370206 0.00288374 0.0037561 0.00481359 0.00449886 0.00203151 0.00272216 0.00303026 0.00470198 0.00460519 0.00420187 0.0025176 0.00442432 0.00202529 0.0026194 0.000878153 0.00170516 0.0027458 0.00304315 0.00421429
internal_weight=0 554 2567 279 447 424 275 251 115 403 383 257 127 2120 977 130 96 209 802 765 420 49 371 136 103 95 72 189 168 342
internal_count=3121 554 2567 279 447 424 275 251 115 403 383 257 127 2120 977 130 96 209 802 765 420 49 371 136 103 95 72 189 168 342
is_linear=0
shrinkage=0.1


Tree=9928
num_leaves=31
num_cat=0
split_feature=1 52 123 1 2 12 14 2 47 1 2 0 15 4 2 150 1 4 4 0 3 160 1 1 0 3 47 50 131 2
split_gain=5.50836 0.860418 0.519111 0.515975 0.295636 0.284027 0.18979 0.152426 0.150212 0.135136 0.133219 0.100263 0.142335 0.0991397 0.0921285 0.0915324 0.0846124 0.0826737 0.0624417 0.0928151 0.070162 0.110418 0.0491166 0.046014 0.0460077 0.0458914 0.0443255 0.0399542 0.0392631 0.0684862
threshold=0.10508500000000001 -0.40967499999999996 1.0000000180025095e-35 0.12408500000000001 0.098630000000000009 0.088105000000000003 0.062655000000000016 0.13501500000000002 0.13082500000000002 0.077845000000000011 0.11474000000000002 -0.10607499999999999 -0.10653 0.0061450000000000003 0.14285500000000004 1.0000000180025095e-35 0.083135000000000014 0.27834500000000006 -0.55119499999999988 -0.079119999999999982 -0.097174999999999984 -0.016279999999999996 0.11588000000000001 0.076935000000000017 -0.010949999999999998 0.088060000000000013 0.090100000000000013 0.10917 0.082750000000000004 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 26 11 15 14 -4 22 12 -1 18 17 23 -14 -5 -13 27 21 -21 -7 24 -6 -18 -3 -20 29 -16
right_child=1 3 9 8 7 10 -8 -9 -10 -11 -12 13 16 -15 28 -17 25 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049452873682747007 0.00044694574489609307 0.00022086264854402765 0.00041741156867113098 0.00024758696349130735 0.00042068303452743466 0.00044067938133091425 0.0005559649546241428 0.00030052504369842948 0.00027283166150725828 0.00025590248164621354 0.0002354617316281454 0.0005704743925040287 0.00043320851761036747 0.00040335936773960173 0.00010673043533358642 0.00031066645617502979 0.00025603696933867016 0.00014144410052903858 0.00047553303295737494 0.00025800950695103141 0.00044961371832916413 0.00042773503444942774 0.00034060885491147327 0.00046322757841896927 0.00033594361339346087 0.00036746394753553506 0.00029974525586665406 0.00043668954615561512 0.00017037225348473178 -2.6040748619148051e-05
leaf_weight=47 71 190 28 39 281 44 76 48 37 69 26 21 39 110 59 29 27 102 1028 20 307 56 33 92 27 30 32 113 20 20
leaf_count=47 71 190 28 39 281 44 76 48 37 69 26 21 39 110 59 29 27 102 1028 20 307 56 33 92 27 30 32 113 20 20
internal_value=0 0.000242797 0.000443094 0.00021872 0.000448894 0.000271716 0.000459987 0.000405312 0.00015654 0.000302524 0.000356815 0.00045593 0.000406118 0.000460235 0.000138612 0.000417037 0.000362834 0.000170803 0.000464284 0.000462821 0.000436409 0.00038307 0.000397792 0.000424748 0.000413255 0.000314683 0.000232233 0.000471686 9.27649e-05 7.31175e-05
internal_weight=0 673 2448 602 2351 325 1874 477 277 97 103 1798 143 1655 240 429 96 141 1545 1524 383 76 77 400 308 57 222 1141 99 79
internal_count=3121 673 2448 602 2351 325 1874 477 277 97 103 1798 143 1655 240 429 96 141 1545 1524 383 76 77 400 308 57 222 1141 99 79
is_linear=0
shrinkage=0.00196078


Tree=9929
num_leaves=31
num_cat=0
split_feature=1 3 4 3 376 2 49 456 150 4 4 16 15 12 52 2 0 14 39 160 1444 4 2 1204 13 1447 475 15 15 1204
split_gain=0.232225 0.036422 0.0324998 0.0312235 0.0299685 0.0288407 0.0282137 0.0263428 0.0298612 0.0232781 0.0200524 0.0343988 0.0189552 0.0217012 0.0188107 0.018281 0.0215263 0.0179564 0.0151978 0.0135492 0.0134762 0.0298201 0.013536 0.0436071 0.0243753 0.0206112 0.0145368 0.015149 0.0228401 0.0229718
threshold=0.10920500000000001 0.31370500000000007 0.41257000000000005 -0.07359499999999998 0.083785000000000012 0.10981000000000002 0.14705000000000004 0.060100000000000008 0.10980500000000001 0.40124500000000002 -0.04890499999999999 -0.013324999999999998 -0.15914499999999995 1.0000000180025095e-35 0.048770000000000008 -0.0091949999999999983 -0.070154999999999981 -0.47071999999999997 0.10076500000000001 -0.54200499999999985 -0.083894999999999983 -0.51843499999999987 0.088850000000000012 -0.079429999999999987 -0.10664 -0.082659999999999997 -0.088274999999999978 0.087685000000000013 0.088235000000000022 -0.078604999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 5 -2 7 8 15 12 -7 -12 -1 -14 -3 16 -5 -4 -19 -17 -15 -22 26 -24 -25 -26 -23 -28 -29 -30
right_child=1 14 17 6 -6 10 -8 -9 -10 -11 11 -13 13 20 -16 19 -18 18 -20 -21 21 22 23 24 25 -27 27 28 29 -31
leaf_value=0.0069313813812839674 0.0047148646580149212 -0.00042931118647068024 0.0044451527518685908 0.0045373350270979463 0.00030162474140524867 0.0047937134081231696 0.00097695491126468105 0.007315926542893674 0.00091364914588930627 0.0016781652856443542 0.0032254099366529026 -0.0011369472624210176 0.0021221129200057476 0.0022901461557590995 0.0024514616754458987 0.0065258795022964475 0.0001943939970806241 0.0018010112283263881 -0.00045380835531082437 0.0041449685689739831 0.0085262531896920079 0.0028123241023070393 -0.00022936667781323197 0.0014583597462624312 0.0078017944423481832 0.004535137222521358 0.0052628266638310118 0.0021757320500910282 0.0079383532472309618 0.0045060902204155156
leaf_weight=39 129 68 20 21 29 28 31 24 31 25 51 28 32 22 34 25 25 128 39 544 21 31 20 25 20 564 734 39 21 273
leaf_count=39 129 68 20 21 29 28 31 24 31 25 51 28 32 22 34 25 25 128 39 544 21 31 20 25 20 564 734 39 21 273
internal_value=0 0.0022378 0.00262297 0.00449533 0.00333528 0.00370806 0.00392631 0.00406277 0.00394191 0.00470909 0.00249426 0.00167926 0.00475025 0.00470304 0.000530946 0.00409456 0.00217704 0.00161355 0.00127444 0.00424958 0.00474971 0.00478066 0.00473511 0.00436522 0.00451611 0.00464701 0.00494701 0.00500903 0.00444961 0.00475125
internal_weight=0 554 452 2567 265 236 701 670 646 1866 107 79 1841 1802 102 615 46 187 167 569 1770 1748 1727 629 609 584 1098 1067 333 294
internal_count=3121 554 452 2567 265 236 701 670 646 1866 107 79 1841 1802 102 615 46 187 167 569 1770 1748 1727 629 609 584 1098 1067 333 294
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=31
num_cat=0
split_feature=1 1 12 123 2 47 4 2 14 1 0 2 4 16 13 2 15 10 1 3 157 160 475 15 49 159 1 52 4 475
split_gain=4.48324 0.765096 0.471099 0.35327 0.270421 0.218984 0.15335 0.142079 0.118078 0.108771 0.0933846 0.0877272 0.127729 0.0606793 0.0597023 0.0581989 0.0550273 0.0755527 0.0535909 0.0708172 0.0501298 0.0488646 0.0484194 0.0449351 0.0668237 0.0470169 0.0467684 0.0448528 0.0491585 0.0513102
threshold=0.104035 0.12408500000000001 0.087215000000000015 1.0000000180025095e-35 0.091265000000000013 0.12958500000000003 0.40473500000000007 0.14122000000000004 0.062655000000000016 0.09253500000000002 -0.23091999999999999 0.14753000000000002 0.27834500000000006 -0.037154999999999994 -0.0013449999999999996 0.10613000000000002 -0.41942499999999994 -0.38124499999999995 0.08592000000000001 -0.10831999999999999 -0.41266499999999995 -0.075414999999999982 -0.066784999999999983 0.040760000000000005 -0.080089999999999981 0.082585000000000006 1.0000000180025095e-35 0.40674500000000008 -0.39518999999999993 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 8 11 -4 10 18 -5 -6 12 -3 -7 -2 -16 -13 -18 27 -20 -12 -14 -22 24 -24 -26 -25 28 -1 -30
right_child=1 5 6 9 7 13 -8 -9 -10 -11 20 16 21 -15 15 -17 17 -19 19 -21 22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=0.00050424146339306719 0.00019342292958381659 0.00023781879745471938 0.0003889921315377888 0.00037211009560124956 0.00025356416316593396 0.00019801341710928705 0.00023920414747976857 0.00026415038396462279 0.00050461025358396259 0.00023370764922675156 0.00046753543963869745 0.00013419049580846274 0.00019395052862670415 0.00033895187556286298 0.00033648764099335774 0.00023017747178982864 0.00010956700683078345 -3.8733915329028085e-05 0.0002909479704278782 0.00040502474069921727 0.00042534095476578338 9.2680486476021942e-05 0.00025931670440032203 0.0003887313329045529 0.00035846052328889367 0.00040991930502394427 0.00047679932782395573 0.0003463950773772764 0.00034064228985304407 0.00042737272046722979
leaf_weight=31 131 44 129 34 21 24 33 41 62 61 28 32 23 23 26 83 25 28 22 427 91 90 22 214 293 89 26 27 27 914
leaf_count=31 131 44 129 34 21 24 33 41 62 61 28 32 23 23 26 83 25 28 22 427 91 90 22 214 293 89 26 27 27 914
internal_value=0 0.00022146 0.00027678 0.00040045 0.000405219 0.000144509 0.00035848 0.000376672 0.000420816 0.000283241 0.000382556 0.000120723 0.000148192 0.000266983 0.000221633 0.000255536 6.9985e-05 3.12193e-05 0.000417228 0.000399435 0.000386106 0.000113293 0.000383004 0.000377022 0.000364398 0.00037045 0.000398272 0.000425225 0.000427415 0.000424884
internal_weight=0 691 402 2430 2335 289 162 825 1510 95 784 242 157 47 240 109 85 53 1448 449 763 113 735 644 404 382 240 999 972 941
internal_count=3121 691 402 2430 2335 289 162 825 1510 95 784 242 157 47 240 109 85 53 1448 449 763 113 735 644 404 382 240 999 972 941
is_linear=0
shrinkage=0.00196078


Tree=9931
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 4 2 14 1 2 4 1 47 1 391 11 1 0 52 1447 47 0 52 4 0 3 12 14
split_gain=5.86635 0.979793 0.606806 0.436953 0.397599 0.361298 0.232625 0.21949 0.211508 0.160146 0.147111 0.120908 0.097168 0.0801914 0.0776712 0.0775771 0.0742195 0.0902256 0.0678267 0.0575626 0.0617808 0.0554094 0.0447256 0.0467864 0.0440744 0.0456583 0.0634077 0.0521588 0.042919 0.0403815
threshold=0.104035 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088105000000000003 0.14122000000000004 0.27834500000000006 0.40473500000000007 0.089885000000000007 0.062655000000000016 0.09253500000000002 0.17025000000000004 -0.17966999999999997 0.091195000000000012 0.13011000000000003 0.12337000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.15799000000000005 -0.13027499999999997 0.039215000000000007 -0.082869999999999985 0.090100000000000013 -0.23091999999999999 0.40674500000000008 -0.50690499999999983 -0.070154999999999981 0.086245000000000016 0.096475000000000019 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 12 6 8 28 9 13 -5 14 -3 24 -4 22 -10 19 -13 20 -18 -21 23 -14 25 -1 27 -27 -6 -25
right_child=1 2 11 10 7 -7 -8 -9 16 -11 -12 18 15 -15 -16 -17 17 -19 -20 21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.00058307535614346862 0.00047008091741471223 0.00036421465721367456 0.0001474242609454997 0.00043779169934379602 0.00048232976450478411 0.00028765674605644927 0.00027715597656624547 0.00024525093318730149 0.00033345339929356294 0.00059035010388242958 0.00027683483234932092 0.00011696105838247186 0.00030762330780238832 0.000451374125478217 0.00028064665932427433 0.0001722448628364079 0.00033076279648287479 0.0005178707578046693 -3.0453273866509967e-05 0.00054537893145107752 0.00045812063638767472 0.00044955882357931674 0.00031533717293462718 0.00029296114281112073 0.00041720430197306305 0.00049759302639357347 0.00040686997749349649 0.00040316210713520174 0.00038994482559094644 0.00020706897071188834
leaf_weight=22 76 21 106 34 29 41 23 40 20 59 61 28 28 216 20 76 32 78 21 24 27 698 30 25 29 1011 32 23 58 133
leaf_count=22 76 21 106 34 29 41 23 40 20 59 61 28 28 216 20 76 32 78 21 24 27 698 30 25 29 1011 32 23 58 133
internal_value=0 0.000260047 0.000234092 0.000464795 0.000272935 0.000470098 0.000473359 0.000365468 0.000475346 0.000490383 0.00033444 0.00013643 0.000235389 0.000485958 0.000168571 0.000226125 0.000451533 0.000454283 5.37835e-05 0.000447932 0.000389045 0.000452744 0.000245082 0.000233751 0.000492646 0.000494657 0.000492832 0.000495493 0.00042074 0.00022066
internal_weight=0 691 615 2430 440 2335 2294 127 2271 1392 95 175 313 1333 126 292 879 859 49 781 59 722 216 186 1117 1088 1066 1034 87 158
internal_count=3121 691 615 2430 440 2335 2294 127 2271 1392 95 175 313 1333 126 292 879 859 49 781 59 722 216 186 1117 1088 1066 1034 87 158
is_linear=0
shrinkage=0.00196078


Tree=9932
num_leaves=31
num_cat=0
split_feature=1 4 3 49 2 456 150 4 1 0 49 39 2 0 0 0 15 12 51 49 159 47 13 49 15 1204 14 475 3 155
split_gain=0.245457 0.0372762 0.031988 0.0255725 0.023191 0.0224671 0.0283924 0.0222972 0.0185309 0.0204633 0.0178494 0.0180625 0.0171548 0.0192738 0.0165702 0.0168566 0.0162678 0.0207357 0.0153835 0.0163158 0.0158925 0.0175533 0.0187477 0.0130426 0.0126662 0.0125501 0.0132856 0.0135247 0.0153325 0.0183302
threshold=0.10920500000000001 0.27287000000000006 -0.07359499999999998 0.14705000000000004 0.14285500000000004 0.060100000000000008 0.10980500000000001 0.40124500000000002 0.13075500000000004 0.024095000000000002 -0.068409999999999985 0.086670000000000011 -0.0091949999999999983 -0.070154999999999981 -0.036484999999999997 -0.10474999999999998 -0.15914499999999995 1.0000000180025095e-35 0.012085000000000002 0.0093850000000000027 0.087225000000000011 0.12033500000000001 -0.010384999999999998 -0.015259999999999998 -0.084564999999999987 -1.0000000180025095e-35 0.062655000000000016 -0.091889999999999986 0.10893000000000001 0.093115000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 10 6 12 16 23 14 11 -2 13 -4 15 -10 -1 -18 20 -20 21 22 -12 -3 -6 -14 27 -27 29 -29
right_child=1 8 3 -5 24 -7 -8 -9 9 -11 18 -13 25 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0069271715154919106 0.0033976845788966981 6.9906231947243209e-05 0.004617001642916529 0.0012660621597822155 0.0029877753208645366 0.0072082195178760841 0.0011394268374950174 0.0018999045047676192 0.0025049752027199077 -0.0017936579112966475 0.005103994465361421 -0.00041082369629293677 0.0066795208531877275 0.00050755512528121479 0.0039278596919029947 -0.00014733830021749087 0.0023399700010486415 0.0049084423649682872 0.0041959242035826561 0.00086814977962953543 0.0026988711681795018 0.0033401035570672583 0.0088697526697069408 0.0028583418040048296 -0.00021863068645221315 0.0065126998291816568 0.0067023032535375518 0.0043888949748481362 0.0022538726926237969 0.0013643106218383071
leaf_weight=39 33 20 21 31 22 24 31 25 37 26 39 20 23 25 20 68 32 1770 34 26 29 28 20 104 28 24 22 437 42 21
leaf_count=39 33 20 21 31 22 24 31 25 37 26 39 20 23 25 20 68 32 1770 34 26 29 28 20 104 28 24 22 437 42 21
internal_value=0 0.00232896 0.00464992 0.00407398 0.00314334 0.0042039 0.00409228 0.00486628 0.00150274 0.000758855 0.00356935 0.00196051 0.00424112 0.00238361 0.00128978 0.000787286 0.00490656 0.00486283 0.00405383 0.00275389 0.00472622 0.005402 0.00638052 0.00240859 0.00119219 0.00439129 0.0042949 0.00419383 0.00408252 0.00425021
internal_weight=0 554 2567 701 279 670 646 1866 275 151 229 53 615 46 125 105 1841 1802 176 60 116 87 59 124 50 569 546 524 500 458
internal_count=3121 554 2567 701 279 670 646 1866 275 151 229 53 615 46 125 105 1841 1802 176 60 116 87 59 124 50 569 546 524 500 458
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 2 4 1 11 2 4 2 4 11 1 4 2 15 47 14 1 16 4 13 0 15 52 4 16 3
split_gain=9.55141 1.55304 1.05255 0.755504 0.533801 0.431555 0.399774 0.345812 0.269264 0.272505 0.26158 0.267879 0.211596 0.131602 0.121583 0.144359 0.096061 0.0929741 0.0893748 0.0886774 0.0798413 0.0793753 0.0733707 0.0721466 0.0694008 0.0680658 0.067647 0.0643561 0.063837 0.0626512
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.13247500000000004 0.36766000000000004 0.09253500000000002 1.0000000180025095e-35 0.089885000000000007 0.40945500000000007 0.14285500000000004 0.40473500000000007 0.078340000000000007 0.088975000000000012 -0.087894999999999987 0.094835000000000017 -0.41396999999999995 0.090100000000000013 0.076975000000000002 0.086920000000000011 0.19444000000000003 -0.036839999999999991 -1.0000000180025095e-35 -0.097024999999999986 -0.053579999999999996 -0.14765999999999999 -0.0070899999999999991 0.062650000000000025 0.32202000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 4 7 18 6 8 16 9 20 11 -4 27 -10 21 -16 -1 23 -3 28 -5 26 -2 -12 -22 -18 -11 -6 -15 -19
right_child=1 2 10 5 12 -7 -8 -9 13 14 17 -13 -14 19 15 -17 25 29 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062974057024061043 0.00062619628859501256 0.00028815843035275652 0.00035030713415459152 0.00061566123995093682 0.00062556929197631961 0.00039092754035575938 0.00034494665024035115 0.00034160173976326505 0.00079184381400837619 0.00066658841100845955 0.00014294743248603059 0.00015587428159740893 0.00033807325304723251 0.00052198928678432084 0.00058031349184633303 0.0003901929502330308 0.00054322666007708875 0.00013159927322078344 0.00039866488411429373 0.00072638215801489904 0.00050268897938593004 0.00052739087188266489 0.000494304932410421 0.00025327919141768202 0.00059084327239809927 0.00039767769454907974 0.00057231256973811948 0.00049622149035042403 0.00064500711785227651 -1.4373487792909146e-05
leaf_weight=26 50 191 63 927 21 42 25 69 30 31 86 48 30 23 28 34 30 26 33 36 38 155 24 31 356 21 522 50 55 20
leaf_count=26 50 191 63 927 21 42 25 69 30 31 86 48 30 23 28 34 30 26 33 36 38 155 24 31 356 21 522 50 55 20
internal_value=0 0.000315436 0.000282329 0.000579188 0.000357798 0.000587863 0.000591523 0.00044241 0.000594281 0.000588634 0.000192812 0.000266228 0.000476141 0.000676293 0.000559315 0.000476054 0.000532744 0.000142817 0.000304438 0.000645885 0.000605723 0.000566606 0.000583421 0.000172181 0.000582341 0.000483295 0.000577597 0.000534479 0.000608733 6.81329e-05
internal_weight=0 673 599 2448 325 2302 2260 146 2235 2091 274 111 101 144 770 62 77 163 224 114 1321 708 74 117 394 51 553 71 78 46
internal_count=3121 673 599 2448 325 2302 2260 146 2235 2091 274 111 101 144 770 62 77 163 224 114 1321 708 74 117 394 51 553 71 78 46
is_linear=0
shrinkage=0.00196078


Tree=9934
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 47 1 4 14 2 1 4 48 0 4 1 0 47 15 1 12 4 4 160 3 475 475 447
split_gain=6.84306 1.05407 0.685694 0.565075 0.393423 0.330067 0.189788 0.182803 0.180396 0.172344 0.161696 0.132743 0.0962281 0.0929085 0.0871897 0.0672499 0.0576709 0.0722255 0.0881568 0.056626 0.0551603 0.140916 0.057784 0.0559869 0.0472605 0.0428908 0.041003 0.0391292 0.0501482 0.0398967
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.091265000000000013 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.062655000000000016 0.14285500000000004 0.090405000000000013 0.27834500000000006 -0.015314999999999997 -0.092759999999999995 -0.0096849999999999974 0.075045000000000014 -0.038659999999999993 0.090100000000000013 -0.23060499999999998 0.086455000000000018 0.090285000000000018 0.04735000000000001 -0.036839999999999991 -0.067824999999999983 -0.0025099999999999996 -0.088274999999999978 -0.10344499999999998 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 5 19 10 14 11 -5 -6 12 13 27 -4 -7 -14 17 18 -16 -3 -18 22 23 -22 -2 -15 -27 28 -1 -29
right_child=1 2 7 8 9 6 -8 -9 -10 -11 -12 -13 15 25 16 -17 20 -19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00050708850503079143 0.00050482790318189886 0.00022459061957452896 0.00025116913149375868 0.00044140964381250681 0.00043760567195703232 0.00035480213267089541 0.0003280655076130738 0.00028475217796183232 0.00026418671713097886 0.00026035074095905216 0.00059435647746794288 7.6097662456746455e-05 0.00038842229801769665 0.00021316585728846244 0.0004730768594178392 0.00047230113205657748 0.00052937015014536243 0.00051921293722398615 0.00038390586861208377 0.00031255118911881143 0.00055497719877574284 0.00027273847712386474 0.00042122108479392432 0.00045184524244049241 0.00039897463436609781 0.00016219266809714146 7.2843806897164503e-05 0.00050358223454868183 0.0003698977455496788 0.00042588530026859464
leaf_weight=21 50 191 39 34 71 32 48 34 63 30 62 99 44 23 289 223 24 103 50 33 28 20 170 73 24 39 40 1118 20 26
leaf_count=21 50 191 39 34 71 32 48 34 63 30 62 99 44 23 289 223 24 103 50 33 28 20 170 73 24 39 40 1118 20 26
internal_value=0 0.00024972 0.000222445 0.000472968 0.000283359 0.000479019 0.000447772 0.000150193 0.000326306 0.000384956 0.000496294 0.000131131 0.000492106 0.000169771 0.000455055 0.000458478 0.000459293 0.000473741 0.000459925 0.000237549 0.00043902 0.000431568 0.00044329 0.000480436 0.000470497 0.000138648 0.000116953 0.000499683 0.000440166 0.000501816
internal_weight=0 673 599 2448 325 2351 837 274 97 101 1514 240 1452 141 789 267 757 442 339 224 315 291 271 101 74 102 79 1185 41 1144
internal_count=3121 673 599 2448 325 2351 837 274 97 101 1514 240 1452 141 789 267 757 442 339 224 315 291 271 101 74 102 79 1185 41 1144
is_linear=0
shrinkage=0.00196078


Tree=9935
num_leaves=31
num_cat=0
split_feature=1 3 12 4 376 2 4 44 3 1 12 4 16 4 0 2 14 157 42 0 151 151 3 3 48 160 1447 1446 0 15
split_gain=0.27833 0.0408326 0.0357133 0.0337942 0.0270123 0.0324184 0.0256525 0.0304236 0.0338574 0.0267068 0.0235331 0.0218644 0.0288505 0.0192584 0.0164895 0.0156182 0.0154193 0.0149785 0.0155046 0.0149049 0.0175897 0.02135 0.0194695 0.0175479 0.0159059 0.03331 0.0163232 0.0362522 0.0147292 0.0363528
threshold=0.10920500000000001 0.31534000000000006 0.051320000000000005 0.41257000000000005 0.083785000000000012 0.10981000000000002 -0.17966999999999997 1.0000000180025095e-35 0.11296500000000002 0.085760000000000017 -0.42850999999999995 -0.04890499999999999 -0.008904999999999998 0.053180000000000012 -0.15350499999999997 0.15950500000000004 -0.46413499999999996 -0.078969999999999985 0.091545000000000015 -0.086074999999999985 -0.088054999999999981 -0.095084999999999989 -0.116045 -0.045649999999999989 0.093265000000000015 -0.059339999999999997 -0.082869999999999985 0.088500000000000009 -0.087634999999999977 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 -1 8 9 14 -3 -7 -13 19 -8 -12 -5 -11 -19 20 21 -4 -22 24 26 -26 27 -21 -24 -30
right_child=1 10 13 16 -6 11 7 -9 -10 17 15 12 -14 -15 -16 -17 -18 18 -20 23 22 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=0.0056549967203833422 0.0049881282213251471 0.0025740815625925149 0.0057094212379996427 0.0036230985720880869 0.00067687551651535367 0.005122369786840864 0.0074999152844690761 0.006985653593653331 0.00045541010357820515 0.00068978300868448891 0.00056220834675644129 0.0031186786564219686 -0.0008075107582111809 0.0042892500011369149 0.0044574493671254599 -0.0028873654315248135 0.001367957485257648 0.0038088393728233556 0.00091116826293901319 0.0052339822806691076 0.0074419578297238338 0.0015127602342876014 0.0052193018184598693 0.0020967182912863792 0.00028266575897023793 0.0051059528600631496 0.005072117582660584 0.010243737185955979 0.0070288632274424848 0.0024468908389098944
leaf_weight=89 130 35 27 38 29 28 23 27 33 22 35 61 27 247 79 21 150 153 21 52 64 22 336 20 21 45 1117 20 129 20
leaf_count=89 130 35 27 38 29 28 23 27 33 22 35 61 27 247 79 21 150 153 21 52 64 22 336 20 21 45 1117 20 129 20
internal_value=0 0.00247645 0.00494795 0.00285706 0.00356345 0.00390374 0.00413565 0.00375793 0.00349464 0.0038312 0.00053995 0.00268847 0.00191405 0.00511922 0.0051435 -0.000731382 0.00182378 0.00314828 0.00345912 0.00522867 0.00564058 0.00382521 0.00580261 0.00503548 0.00508231 0.00357127 0.00516619 0.00662558 0.00558628 0.00641383
internal_weight=0 554 2567 463 275 246 447 358 331 298 91 116 88 2120 102 56 188 196 174 1873 598 49 549 1275 1255 66 1189 72 485 149
internal_count=3121 554 2567 463 275 246 447 358 331 298 91 116 88 2120 102 56 188 196 174 1873 598 49 549 1275 1255 66 1189 72 485 149
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=31
num_cat=0
split_feature=1 1 123 4 44 2 0 1 51 0 131 1447 10 447 13 159 131 15 157 52 159 1 4 0 1447 483 160 1429 133 133
split_gain=0.225448 0.0346919 0.0293112 0.0267469 0.0247604 0.0250067 0.031253 0.0318477 0.0304268 0.0329353 0.0206673 0.020537 0.0197073 0.017148 0.0189205 0.0171032 0.0159787 0.01566 0.0143873 0.0132955 0.0243397 0.022393 0.0173684 0.0323498 0.0136051 0.016203 0.0158171 0.0133527 0.013236 0.0288191
threshold=0.10920500000000001 0.14262000000000002 1.0000000180025095e-35 -0.010655 0.081805000000000017 0.089885000000000007 -0.13027499999999997 0.083345000000000016 0.086685000000000012 -0.16360999999999995 0.095715000000000008 -0.082869999999999985 -0.074314999999999978 0.084065000000000015 -0.099939999999999987 0.04105000000000001 0.093840000000000021 0.13592500000000005 -0.41966499999999995 0.4002400000000001 -0.46267499999999995 0.093700000000000019 -0.39518999999999993 -0.060129999999999996 -0.089634999999999992 -0.095084999999999989 0.11055500000000001 0.085625000000000021 0.076280000000000014 0.087285000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 13 7 -7 9 -9 -5 -8 -3 14 -1 -2 -14 18 -13 22 -21 -22 -16 24 -24 -26 27 -27 -20 -30
right_child=1 12 -4 10 -6 6 11 8 -10 -11 -12 17 16 -15 19 -17 -18 -19 28 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0065408091465408201 0.0047066635023461792 -0.0020440290037764832 0.0029272371167705087 0.0018642373550341871 0.0074846394276911659 0.0053799031812119327 0.0067292703034849289 0.0021890690741808313 0.0051139317732304332 -0.0024132368478762068 0.0042382467028108384 0.0067360720883395224 0.0020464944359568408 0.002545703799414161 0.007430611357092858 0.0019807690790457854 -0.0011744100734358655 0.0024074794838411942 0.0038848805379930462 0.0054235884089123563 -0.00022799854834928461 0.0041847341704060849 0.0024828132785235844 0.001053179727624292 0.0070071818867498753 0.0049245706525561884 0.002167403401505329 0.0024361466692591257 0.0076762596777795499 0.0044312527370120505
leaf_weight=61 82 22 120 289 28 31 34 48 20 23 42 24 67 34 25 32 20 45 436 37 23 23 24 23 35 1087 22 22 30 312
leaf_count=61 82 22 120 289 28 31 34 48 20 23 42 24 67 34 25 32 20 45 436 37 23 23 24 23 35 1087 22 22 30 312
internal_value=0 0.00222881 0.00445315 0.00262045 0.00452798 0.00449376 0.00411174 0.00261169 0.00166868 0.000698181 0.00216547 0.00431946 0.000629893 0.00476436 0.00481894 0.0039415 0.00130606 0.00422273 0.00432458 0.00473943 0.00351419 0.00197837 0.00482158 0.00476781 0.0048396 0.00488811 0.00482253 0.00487521 0.00425019 0.0047159
internal_weight=0 554 2567 445 2447 2419 1003 122 91 71 331 881 109 1416 1382 114 87 847 802 1321 83 46 1238 1213 1190 1166 1131 1109 778 342
internal_count=3121 554 2567 445 2447 2419 1003 122 91 71 331 881 109 1416 1382 114 87 847 802 1321 83 46 1238 1213 1190 1166 1131 1109 778 342
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 14 47 4 14 12 47 157 13 3 49 0 1 1 1 49 1 11 4 40 50
split_gain=12.3803 1.44287 1.36226 0.756601 0.716216 0.629635 0.484553 0.416345 0.366489 0.330737 0.234103 0.216041 0.214908 0.156506 0.148779 0.137506 0.125069 0.119317 0.117576 0.117479 0.1149 0.112371 0.111819 0.0941381 0.0862741 0.0824087 0.0758911 0.130535 0.063467 0.0598213
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091475000000000015 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.077555000000000013 0.0061450000000000003 0.062655000000000016 0.13597000000000004 0.091680000000000011 -0.080299999999999996 -1.0000000180025095e-35 0.12745000000000004 -0.012034999999999999 -0.13027499999999997 0.16175000000000003 0.12000500000000001 0.12958500000000003 -0.085174999999999987 0.13075500000000004 0.080455000000000013 -0.15464999999999998 -0.063404999999999989 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 19 8 10 -5 22 23 20 13 14 16 26 24 -1 28 -19 -2 -4 29 -3 -10 -9 -6 27 -8 -11 -7
right_child=1 5 6 7 25 21 12 15 9 17 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041268179271662355 0.00040216287817148601 0.00028887086234426771 0.00053370754805303396 0.00063821766995081385 0.00033510731430906875 0.00010378349230548881 0.00047881183692659253 0.00046585705322600436 0.00056804783921190767 0.00031172432368273674 0.00079405389389520208 0.00072674971167780767 0.00053825258050668832 0.0007242056639755473 0.00047039335719380762 0.00049629926794620349 0.00056220257513913785 0.00028197284002215141 0.00045053029593029712 0.00056797240726579891 0.00065463772107136702 -2.4155374450158426e-05 0.00013258089763801314 0.00038217718913859014 0.0003285023696054742 0.00019532840400690737 0.00068359633555784797 0.00061849640810874489 0.00020335240540588306 0.00021664669072511149
leaf_weight=25 20 24 31 28 50 65 27 21 22 31 46 35 191 20 27 31 154 41 26 92 1181 21 66 20 108 24 63 543 63 25
leaf_count=25 20 24 31 28 50 65 27 21 22 31 46 35 191 20 27 31 154 41 26 92 1181 21 66 20 108 24 63 543 63 25
internal_value=0 0.000296556 0.000611962 0.000510268 0.000439462 0.000230762 0.000632311 0.000417642 0.000278407 0.000324581 0.000656756 0.000584686 0.000596175 0.0005597 0.000612937 0.000379041 0.00054132 0.000284157 0.000347383 0.000538364 0.000651545 0.000104998 0.000174258 0.000479538 0.000350862 0.000289774 0.000619017 0.00061188 0.000239092 0.000135134
internal_weight=0 590 2531 422 186 404 2109 188 293 203 1258 234 851 199 660 160 179 161 67 112 1212 111 90 42 129 74 633 570 94 90
internal_count=3121 590 2531 422 186 404 2109 188 293 203 1258 234 851 199 660 160 179 161 67 112 1212 111 90 42 129 74 633 570 94 90
is_linear=0
shrinkage=0.00196078


Tree=9938
num_leaves=31
num_cat=0
split_feature=1 4 12 3 1 1 12 159 2 151 2 4 11 11 42 12 15 0 2 43 52 1 3 157 4 39 16 52 2 150
split_gain=4.95535 0.666194 0.536709 0.449633 0.328974 0.258681 0.205886 0.202956 0.147843 0.160937 0.118544 0.115966 0.105123 0.118638 0.0942799 0.0825743 0.0822911 0.0803879 0.0777836 0.0753602 0.0853423 0.069448 0.0683776 0.0736386 0.0559949 0.0491804 0.0481868 0.0470257 0.0469845 0.0439182
threshold=0.10752500000000002 0.27287000000000006 0.051320000000000005 -0.069009999999999974 0.10124500000000002 0.13075500000000004 0.090285000000000018 0.082585000000000006 0.10803500000000001 0.032230000000000009 0.073895000000000002 0.053180000000000012 1.0000000180025095e-35 0.080150000000000013 -1.0000000180025095e-35 -0.042789999999999988 0.13592500000000005 -0.11242999999999999 0.090790000000000023 -0.078654999999999989 0.0031350000000000002 0.16175000000000003 -0.14186499999999996 -0.08107499999999998 -0.015624999999999998 0.088025000000000006 -0.0007049999999999999 -0.53964499999999982 0.092120000000000021 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 27 8 25 12 14 9 10 26 16 17 -14 -5 -10 22 -4 29 -16 -21 -7 -8 -24 -6 -3 -1 -2 -25 -12
right_child=1 5 6 7 24 21 11 -9 15 -11 18 -13 13 -15 19 -17 -18 -19 -20 20 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00027020578910905705 0.00046926672613016921 0.00023780114803224507 0.0003497715938705741 0.00038933326455361063 0.00034019289315809329 0.00011496919608840742 0.00048074992072522229 0.00013501205177957252 0.00035556455896723838 0.00023316700591285733 0.00050028646127161982 0.00036133562239933932 0.000600145412110499 0.00045171221512267624 0.00016965642617794058 0.00019291167910081222 0.00030501884394797726 0.00044809470990930648 0.00040195188499014015 0.00032746514803742995 0.00020799831150810418 1.8352772127471717e-06 0.0003352968041893224 0.00043833839278624421 0.0002271637993140353 0.00015293891054186522 0.00039648927737768287 0.00036921689450428619 0.00040574342011472547 0.00039853395861125679
leaf_weight=26 24 97 33 22 22 126 74 59 28 20 73 150 37 47 33 21 23 1024 118 56 39 25 39 359 72 36 21 73 323 21
leaf_count=26 24 97 33 22 22 126 74 59 28 20 73 150 37 47 33 21 23 1024 118 56 39 25 39 359 72 36 21 73 323 21
internal_value=0 0.000220169 0.000419714 0.000283644 0.000355882 0.000151776 0.000432486 0.000232439 0.00038519 0.000402636 0.000415722 0.000411453 0.000450331 0.000517094 0.00027076 0.000285856 0.000420643 0.000445025 0.000435474 0.00025038 0.000278421 9.62384e-05 0.000423988 0.000418163 0.000253617 0.000214831 0.00032663 0.000393971 0.000422901 0.000477555
internal_weight=0 590 2531 306 422 284 2109 209 328 279 259 968 1141 84 150 49 818 1057 212 128 95 151 795 721 94 133 47 97 682 94
internal_count=3121 590 2531 306 422 284 2109 209 328 279 259 968 1141 84 150 49 818 1057 212 128 95 151 795 721 94 133 47 97 682 94
is_linear=0
shrinkage=0.00196078


Tree=9939
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 44 1 4 2 0 49 2 4 150 1 4 1 12 4 1 0 47 0 43 4 15 10 0
split_gain=6.05255 0.983501 0.602102 0.520446 0.332451 0.308696 0.259345 0.169349 0.167003 0.142914 0.133644 0.119751 0.1386 0.115289 0.105531 0.0915136 0.0908027 0.084752 0.0687423 0.0610767 0.069829 0.057115 0.055068 0.0547748 0.0538473 0.0571715 0.0529124 0.0432671 0.0428802 0.0423322
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.098630000000000009 0.062655000000000016 0.094585000000000016 0.09253500000000002 0.40473500000000007 0.13501500000000002 -0.10607499999999999 0.082865000000000008 0.14960000000000004 0.0061450000000000003 1.0000000180025095e-35 0.085605000000000014 0.42051500000000003 0.076935000000000017 0.087695000000000009 -0.51843499999999987 0.089875000000000024 -0.14454499999999995 0.078345000000000012 -0.064339999999999994 -0.065269999999999981 -0.036839999999999991 -0.41942499999999994 -0.38124499999999995 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 23 6 11 13 -5 -6 15 12 16 17 19 18 22 -4 29 20 -13 -22 -1 -3 -21 -26 -2 -15 -29 -7
right_child=1 2 7 8 9 10 -8 -9 -10 -11 -12 14 -14 27 -16 -17 -18 -19 -20 24 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00052016704182084158 0.00050648124925061768 0.00023069623141632053 0.00022942836765533819 0.00043685171691939287 0.00042873279054465792 0.00043989412588452137 0.0005961921367836565 0.0003278274298064517 0.00026633443364191194 0.00027090591588514105 0.0003300085326723657 0.00061260713360000176 0.00053204788380310309 0.00015006198509905376 0.00042527915053268802 0.00033274688718599934 0.00033425436570158027 0.00014100641041844104 0.00049384909254027956 0.00048028686372898662 0.00050102879814360106 0.00039953301908073155 0.00039264282050353833 0.00031163165764391511 0.0003323398062995836 0.00047428652437196835 0.00039447716078142714 0.00011413242603999142 1.185235185209526e-06 0.0003586100480676823
leaf_weight=23 50 183 70 34 71 281 76 22 63 32 48 21 35 27 110 29 55 103 92 772 686 22 30 39 20 24 24 24 28 27
leaf_count=23 50 183 70 34 71 281 76 22 63 32 48 21 35 27 110 29 55 103 92 772 686 22 30 39 20 24 24 24 28 27
internal_value=0 0.000256897 0.000230551 0.000466855 0.000287631 0.000472662 0.000483998 0.000162846 0.000326103 0.000379699 0.000428128 0.000479255 0.000424817 0.000148443 0.000483959 0.000439106 0.000390066 0.000176784 0.000446817 0.000488137 0.00050118 0.000497875 0.000447984 0.000244915 0.000476484 0.000409765 0.000470156 8.63802e-05 5.33147e-05 0.000432769
internal_weight=0 673 599 2448 325 2351 1874 274 97 103 477 1798 143 252 1655 429 108 173 400 1545 729 708 53 222 816 44 74 79 52 308
internal_count=3121 673 599 2448 325 2351 1874 274 97 103 477 1798 143 252 1655 429 108 173 400 1545 729 708 53 222 816 44 74 79 52 308
is_linear=0
shrinkage=0.00196078


Tree=9940
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 15 132 4 14 0 47 3 0 160 481 159 133 13 52 157 4 0 2 42 12 2 132 10 0
split_gain=0.295027 0.043226 0.0395842 0.030957 0.0260733 0.0238839 0.0235948 0.0235083 0.0198059 0.0185746 0.0183297 0.0171989 0.0157721 0.0273637 0.0187773 0.0158699 0.0155019 0.0152755 0.0244987 0.0189264 0.0151413 0.0149682 0.0190102 0.015122 0.0149046 0.032367 0.0189484 0.0145514 0.0270118 0.0176093
threshold=0.10920500000000001 0.13559000000000002 0.051320000000000005 1.0000000180025095e-35 0.08864000000000001 -0.036839999999999991 0.035560000000000008 0.082230000000000011 0.053180000000000012 -0.46242499999999992 -0.23194499999999998 0.13827000000000003 -0.14186499999999996 -0.062764999999999974 -1.0000000180025095e-35 -0.050449999999999995 0.087995000000000004 0.087035000000000015 -0.059629999999999996 0.0031350000000000002 -0.083699999999999983 -0.17966999999999997 -0.014954999999999998 0.092235000000000025 0.083795000000000022 0.089300000000000004 0.10699500000000002 0.088210000000000011 -0.074314999999999978 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 10 -5 21 9 12 -2 -1 27 15 -14 -15 -4 20 19 -19 -11 -17 -6 23 -23 25 -22 -27 28 -3 -30
right_child=1 11 8 5 6 -7 -8 -9 -10 17 -12 -13 13 14 -16 16 -18 18 -20 -21 24 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0078134611693464907 0.0055639592713718732 -0.0019859428499881741 0.0036936068144859746 0.0069686096959880421 0.0058420706633478406 0.0036911934580766016 0.0064690830707550056 -0.00042925004754215484 0.0044263972030579761 0.0036614247223484189 0.0047509301330761191 0.0039841799065470701 0.005406823764562382 0.0016151788212092862 0.0045268136950842334 0.0084651063233613984 0.0092825379851274193 0.0029337832444490727 -0.0017215295974165202 0.00095302774228484325 0.0016659698607067446 0.0044384521409097343 0.00033148621247770885 0.0025752032767875927 0.0077951121721416723 0.0083653682027943436 0.0044316029027104383 0.0029330170053678255 0.00031828536831710611 0.0030828711799889183
leaf_weight=22 22 33 20 28 20 108 25 25 247 107 175 21 1579 28 106 25 20 26 20 34 21 73 24 108 25 24 25 30 64 36
leaf_count=22 22 33 20 28 20 108 25 25 247 107 175 21 1579 28 106 25 20 26 20 34 21 73 24 108 25 24 25 30 64 36
internal_value=0 0.00254322 0.00508777 0.00316613 0.00423258 0.00436596 0.00355461 0.0024688 0.00526808 0.00281546 0.00509294 0.00129063 0.00537908 0.00529039 0.00391841 0.00632858 0.006705 0.0024921 0.000909734 0.00300834 0.00627541 0.00323078 0.00297602 0.00332668 0.00569918 0.00495063 0.00635835 0.000943607 0.000494869 0.00131354
internal_weight=0 554 2567 370 447 136 250 234 2120 209 197 184 1873 1713 134 160 140 187 46 141 120 225 205 181 95 70 49 163 133 100
internal_count=3121 554 2567 370 447 136 250 234 2120 209 197 184 1873 1713 134 160 140 187 46 141 120 225 205 181 95 70 49 163 133 100
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=31
num_cat=0
split_feature=1 12 1 3 2 151 4 11 15 11 39 12 49 15 43 14 16 155 3 3 0 0 16 151 49 43 400 16 3 52
split_gain=0.240446 0.056662 0.0322315 0.0299536 0.0272966 0.0310835 0.0237733 0.0234136 0.028361 0.023143 0.0221091 0.0202206 0.0194275 0.0206006 0.0193758 0.0167844 0.0334877 0.0206405 0.0164497 0.0263847 0.0243646 0.0163801 0.0183646 0.0189711 0.0151597 0.0150342 0.0191072 0.0155954 0.0246525 0.0147748
threshold=0.11690500000000002 0.051320000000000005 0.10124500000000002 0.30112000000000005 0.11362000000000001 0.050660000000000004 0.40124500000000002 1.0000000180025095e-35 0.13592500000000005 0.078340000000000007 0.087735000000000021 -0.42850999999999995 0.09858500000000002 -0.11713499999999999 -0.20207499999999998 0.078235000000000013 0.062650000000000025 0.095050000000000009 0.0022600000000000003 0.11658 -0.14454499999999995 -0.13843999999999998 0.042200000000000008 -0.085604999999999987 0.12497000000000001 0.0061450000000000003 -0.064794999999999978 -0.081779999999999978 -0.079594999999999985 -0.42635499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 12 7 8 21 -9 -2 -5 13 -1 -11 16 -16 -18 20 -20 -4 -3 25 -24 29 -23 -27 -28 -29 -25
right_child=3 6 18 11 -6 -7 -8 9 -10 14 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.0080035565950145778 0.0031833412237208362 0.0018850834481418132 -0.00028690192486612579 0.0023508569718722035 0.0014027138811446007 0.00071386265728506264 0.0021470975353232854 0.0084112334753929947 0.0021053401013237556 0.0024700183072127405 0.0014267581824948248 -0.00064334675596693341 0.0023469720188335611 0.0047980237242753361 0.0018069480532589791 0.0081994556239806116 0.0089046433734308404 0.0052457520435162793 0.005467905523526201 0.0022939522991216664 0.0028489617216400803 0.005060501480448884 0.0064873941506569588 0.0048779374268922279 0.0016769545389628358 0.0068911288412681852 0.0047813867705158468 0.0012826767517253757 0.0041572375083596498 0.0034068166247050234
leaf_weight=22 154 20 37 34 31 20 35 30 42 20 134 67 29 226 22 24 21 58 43 67 75 1256 30 126 29 26 149 42 103 149
leaf_count=22 154 20 37 34 31 20 35 30 42 20 134 67 29 226 22 24 21 58 43 67 75 1256 30 126 29 26 149 42 103 149
internal_value=0 0.00450369 0.00359659 0.00184639 0.00422639 0.00452111 0.00473233 0.00477447 0.0046761 0.00588302 0.00236604 0.000364603 0.00479601 0.00508239 0.00535994 0.00582233 0.00525747 0.00621837 0.00266609 0.00353468 0.00181301 0.00473204 0.00476185 0.00408829 0.00385154 0.0049046 0.0042927 0.00406291 0.00332461 0.00408086
internal_weight=0 2732 550 389 328 297 2182 2147 1972 175 288 101 277 248 145 125 101 79 222 110 112 1930 1910 334 304 1576 320 294 145 275
internal_count=3121 2732 550 389 328 297 2182 2147 1972 175 288 101 277 248 145 125 101 79 222 110 112 1930 1910 334 304 1576 320 294 145 275
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=31
num_cat=0
split_feature=1 52 2 123 12 4 2 4 2 1 2 14 2 4 50 1 1 11 1 457 49 12 11 130 13 4 1 15 1 3
split_gain=12.0514 1.82785 1.08403 0.955111 0.749107 0.607782 0.557217 0.460852 0.325354 0.304527 0.251834 0.249117 0.19109 0.219686 0.188334 0.142681 0.132968 0.108036 0.152551 0.227884 0.0999558 0.0771886 0.0701111 0.0699086 0.0859139 0.0692568 0.0690311 0.0668994 0.0667969 0.0627625
threshold=0.10508500000000001 -0.40306999999999998 0.14285500000000004 1.0000000180025095e-35 0.088105000000000003 0.40124500000000002 0.13754500000000003 0.40473500000000007 0.089885000000000007 0.09253500000000002 -1.0000000180025095e-35 0.062655000000000016 0.10497000000000002 -0.15289999999999995 0.041865000000000006 0.091450000000000017 0.12040000000000002 1.0000000180025095e-35 0.088975000000000012 0.048635000000000005 -0.017229999999999999 0.095780000000000018 0.095165000000000013 -0.076894999999999977 -0.012549999999999997 -0.00059999999999999995 0.11910500000000002 -0.41942499999999994 0.098420000000000021 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 6 8 20 11 -5 16 15 -12 -14 27 -1 -3 18 21 28 -6 29 -19 -15 -25 -22 -9 -4 -20 -10
right_child=1 2 14 9 7 -7 -8 26 17 -11 12 -13 13 23 -16 -17 -18 22 19 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0005666541749933167 0.00052379107109661385 0.00020503876654711227 6.4009722856736616e-05 0.0004882041048290769 0.00033510703381314441 0.0002330976018280375 0.00032680182747911262 0.0002815690743767358 0.00045184898721924291 0.00025794385830065077 0.00038914153140549569 0.00068810201658882461 0.00040354939214154787 7.7907105350830393e-05 0.00017496771863935624 0.00051098597769031558 5.6081195233512998e-05 0.00061478732826829958 0.00041891801043176179 0.00024883849866971737 0.00058667758516236851 0.000491958126742271 0.00048153432487857108 0.00015431940759341078 0.00024182928199912936 0.00044751914613174669 0.00012950933226691343 -4.1033944750997159e-05 0.0005772524437650579 0.00053955819539832197
leaf_weight=1127 74 36 37 34 21 25 46 24 34 63 25 59 20 20 30 210 64 63 20 21 20 300 20 82 91 44 22 63 21 405
leaf_count=1127 74 36 37 34 21 25 46 24 34 63 25 59 20 20 30 210 64 63 20 21 20 300 20 82 91 44 22 63 21 405
internal_value=0 0.000233061 0.000197145 0.000529328 0.000241061 0.000537195 0.000540463 0.000366935 0.000544774 0.000338654 0.000192275 0.000563413 0.000226968 0.000207933 3.87096e-05 0.00055791 0.000109706 0.000515339 0.000508362 0.00041494 0.00045249 0.000516199 0.000582678 0.000187662 0.000200351 0.000491006 0.000208845 -2.16779e-06 0.000500016 0.000532765
internal_weight=0 673 599 2448 469 2351 2326 131 2280 97 338 1396 238 213 130 1337 100 884 801 62 85 739 83 193 173 64 46 100 41 439
internal_count=3121 673 599 2448 469 2351 2326 131 2280 97 338 1396 238 213 130 1337 100 884 801 62 85 739 83 193 173 64 46 100 41 439
is_linear=0
shrinkage=0.00196078


Tree=9943
num_leaves=31
num_cat=0
split_feature=1 4 12 150 1375 14 43 149 1 4 1 15 2 0 12 1 43 150 43 39 34 4 2 2 49 47 12 39 15 51
split_gain=0.240882 0.0411919 0.0317377 0.0238852 0.0226148 0.023844 0.0252243 0.0220316 0.0205196 0.0203905 0.0202747 0.0191718 0.0275885 0.0189039 0.0177314 0.0225859 0.019744 0.0176633 0.0171243 0.030969 0.0160803 0.0181974 0.0145371 0.0145035 0.0146646 0.0167408 0.0139349 0.0135666 0.0133189 0.0122096
threshold=0.10920500000000001 0.26450500000000005 0.051320000000000005 0.084680000000000019 -0.092319999999999985 0.08104500000000002 -0.074359999999999996 0.07770500000000001 0.09697500000000002 -0.27825499999999997 0.093400000000000025 -0.43375999999999998 0.16394500000000004 -0.21861499999999998 0.087830000000000005 0.089875000000000024 0.093175000000000022 0.11117000000000002 -0.095049999999999982 0.084405000000000008 -0.038779999999999995 0.51303500000000013 0.14285500000000004 0.079055000000000014 0.10084500000000002 0.077555000000000013 -0.077884999999999996 0.086505000000000012 -0.093244999999999981 0.012085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 -1 6 18 11 10 -10 23 20 26 -11 15 16 17 -4 27 -20 -3 -22 29 -8 25 28 -13 -6 -25 -2
right_child=1 7 14 -5 5 -7 8 -9 9 13 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00068892503521688611 0.0046478739702036946 -0.00039353114117693621 0.0051262081312145984 0.0016398746845093959 0.0059480044053911814 0.0067840803267986138 0.002007248110714413 0.0042534727021120494 0.0055825288318807169 0.0034093544127452853 0.0077611962063071725 0.0031820086340996478 -0.0029503037221729755 -0.00028120265089218383 0.0044453944527374041 0.0020211032795486973 0.0079005155973136433 0.002184487737360455 -0.0013498168584192172 0.0029553532591936266 0.0044706153856579126 0.0016167043513996761 0.0015339834857042191 0.0029396439894723396 0.0023701705404424243 0.0078780991950770842 0.00027182195098200619 0.002610577325384807 0.0054280419873784444 0.0028339677283968612
leaf_weight=23 110 25 728 81 21 27 21 24 21 35 21 21 23 23 1322 24 25 21 24 55 31 80 27 30 21 20 76 29 76 56
leaf_count=23 110 25 728 81 21 27 21 24 21 35 21 21 23 23 1322 24 25 21 24 55 31 80 27 30 21 20 76 29 76 56
internal_value=0 0.0022094 0.00450863 0.00308108 0.00374288 0.00390854 0.00371297 0.00135641 0.00426599 0.00291257 0.00483171 0.00108481 0.000163531 0.00194586 0.00467009 0.00504232 0.005136 0.00504373 0.00256406 0.00164745 0.0018977 0.00241374 0.00368594 0.00446553 0.00481671 0.00522446 0.000901862 0.0040123 0.00472378 0.00403595
internal_weight=0 554 2567 274 447 424 397 280 268 79 189 256 120 58 2120 798 774 749 129 79 136 111 193 168 147 126 97 50 106 166
internal_count=3121 554 2567 274 447 424 397 280 268 79 189 256 120 58 2120 798 774 749 129 79 136 111 193 168 147 126 97 50 106 166
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=31
num_cat=0
split_feature=1 12 1 474 47 149 0 150 4 12 50 0 49 15 4 15 52 124 3 3 0 15 50 42 10 2 15 151 15 16
split_gain=0.199048 0.05672 0.0327434 0.023419 0.0233923 0.0231368 0.0211695 0.0210866 0.0199801 0.019227 0.01647 0.0174539 0.0169977 0.0170505 0.0163989 0.0148694 0.0218076 0.0163043 0.0146328 0.0232665 0.0160867 0.0175028 0.0134263 0.0135914 0.0133709 0.0194216 0.0262714 0.0209303 0.016587 0.0156024
threshold=0.12000500000000001 0.051320000000000005 0.10124500000000002 0.086280000000000009 0.085505000000000012 0.081720000000000015 -0.040504999999999992 0.091105000000000005 -0.14098499999999997 0.099815000000000015 0.09586500000000002 0.18019500000000002 0.09858500000000002 -0.13578499999999996 0.022185000000000003 -0.090644999999999989 -0.23375999999999997 -0.076779999999999987 0.0022600000000000003 0.11658 -0.14454499999999995 -0.10469999999999999 0.13705000000000003 -0.069529999999999995 0.058500000000000003 0.13754500000000003 -0.41942499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 24 14 10 -5 -3 11 12 13 -1 -6 -15 -17 -18 20 -20 -4 -22 23 -11 25 28 -27 -28 -2 -29
right_child=4 9 18 8 6 -7 -8 -9 -10 22 -12 -13 -14 15 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0079655501386150709 0.0011872645807792046 0.0043307553971743259 -0.00024432703472771926 0.0037114212289452555 0.0059009015560150153 0.0040936574258375914 -0.0001452899260801219 0.0015015352722096804 -0.00075848738430067902 0.0046443936208544192 0.0015883700460835827 0.0018223178905567954 0.0027120639409986325 0.0035483939482219284 0.0025802362755398623 0.0025632913410663606 0.0037741466142636329 0.006956425058129042 0.0046970000709121934 0.0018800068222471094 0.0041348138854147929 0.0012085183218975243 0.0012547014957817737 0.0032865169256198466 -0.0012506510779660728 0.0019664575312979137 0.0012739198165945709 -0.00071312094820314093 0.0044526958062003057 -0.0046631030383286996
leaf_weight=20 60 1836 38 20 20 20 21 29 20 106 20 21 32 56 58 20 21 69 49 73 31 60 24 242 35 39 20 20 21 20
leaf_count=20 60 1836 38 20 20 20 21 29 20 106 20 21 32 56 58 20 21 69 49 73 31 60 24 242 35 39 20 20 21 20
internal_value=0 0.00396691 0.00308594 0.00374379 0.00138356 0.000840377 0.00267294 0.00405869 0.00147647 0.00419793 0.00434502 0.0045757 0.00484093 0.00520719 0.00343169 0.00487486 0.00555015 0.00621389 0.00222629 0.00301142 0.00148377 0.00220539 0.00354235 0.00370012 0.000537746 0.00088549 -5.40832e-05 -0.00136743 0.00203386 -0.00268811
internal_weight=0 2787 579 328 334 235 99 288 40 2208 259 239 218 186 78 166 110 90 251 122 129 91 372 348 215 180 99 60 81 40
internal_count=3121 2787 579 328 334 235 99 288 40 2208 259 239 218 186 78 166 110 90 251 122 129 91 372 348 215 180 99 60 81 40
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=31
num_cat=0
split_feature=1 3 4 123 2 2 4 2 2 2 1 14 49 13 52 40 1 2 50 1 16 2 15 1 43 10 40 16 4 1
split_gain=5.18465 0.862142 0.419726 0.41929 0.312791 0.283049 0.201412 0.19585 0.189152 0.167977 0.139987 0.115152 0.0855623 0.0770152 0.0769003 0.0647124 0.0626797 0.0883545 0.0608807 0.0605666 0.0533082 0.0531891 0.0466533 0.0466061 0.0449431 0.0445962 0.0429539 0.039678 0.0360653 0.0358734
threshold=0.104035 -0.059315 0.27834500000000006 1.0000000180025095e-35 0.14753000000000002 0.13501500000000002 0.27834500000000006 -1.0000000180025095e-35 0.10855000000000002 0.089885000000000007 0.077845000000000011 0.062655000000000016 -0.054984999999999992 -0.0013449999999999996 -0.56176499999999996 -0.077474999999999988 0.089370000000000019 0.09678500000000001 0.041865000000000006 0.091195000000000012 -0.008904999999999998 0.11411 -0.41942499999999994 0.084885000000000002 -0.080324999999999994 -0.38124499999999995 -0.063404999999999989 0.19444000000000003 -0.14723499999999998 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 7 6 9 15 -9 11 -5 19 -2 26 -11 -3 23 -18 22 -1 -15 -4 -6 27 -12 -24 -10 -16 -19 -28
right_child=1 4 21 10 18 -7 -8 8 13 14 24 -13 -14 20 16 -17 17 28 -20 -21 -22 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00046934691148125727 0.00030213401719830394 0.00020432989892939384 0.00030198476069938487 0.00043251685725123276 0.00013781805534389291 0.00029995839451622293 0.00026539330318430687 0.00034024851632595191 0.00024632467375907107 0.00051344435643345258 0.00030055531616484716 0.00055205534342595919 0.00042979322599328478 0.00030312337207071704 0.00043843825353006888 0.00010303424300663932 0.00026936093253978325 0.00047784876111569462 0.00019154228771840623 0.00043347885131500471 0.0001923709518783665 0.00020008506151910442 0.0001070072795539768 0.00052049359575053714 0.00018957786782480338 -1.6148860851122938e-05 0.00019236825609288247 0.00040354103744760447 0.00036997963824670417 9.9840128050167481e-05
leaf_weight=1117 24 48 31 28 29 48 22 74 34 43 47 59 127 55 577 49 22 22 23 216 24 54 20 23 20 26 49 160 26 24
leaf_count=1117 24 48 31 28 29 48 22 74 34 43 47 59 127 55 577 49 22 22 23 216 24 54 20 23 20 26 49 160 26 24
internal_value=0 0.000251294 0.000347462 0.000443778 0.000201414 0.000448973 0.000452101 0.00022835 0.000256401 0.000453914 0.000316086 0.000467287 0.000409503 0.000223043 0.000432592 0.00015316 0.000428403 0.000372258 0.000103291 0.000463535 0.000269477 0.000237248 7.62267e-05 0.000433575 0.000267428 3.73973e-05 0.000188759 0.000430862 0.00041942 0.000161948
internal_weight=0 691 236 2430 455 2335 2287 357 260 2265 95 1392 151 186 873 97 830 70 98 1333 79 85 75 760 67 46 107 737 48 73
internal_count=3121 691 236 2430 455 2335 2287 357 260 2265 95 1392 151 186 873 97 830 70 98 1333 79 85 75 760 67 46 107 737 48 73
is_linear=0
shrinkage=0.00196078


Tree=9946
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 47 1 4 1 2 2 34 159 4 3 160 52 4 2 2 160 150 49 31 47 0 13
split_gain=12.5827 1.96067 1.29081 1.03999 0.701682 0.662789 0.477895 0.3591 0.329605 0.32005 0.242172 0.231125 0.284511 0.207577 0.178786 0.132591 0.129656 0.131714 0.16993 0.126857 0.123399 0.122 0.119781 0.112778 0.11219 0.0802656 0.0785297 0.0784718 0.105242 0.0782175
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.13501500000000002 0.13082500000000002 0.09253500000000002 0.40473500000000007 0.089625000000000024 0.090425000000000019 0.14285500000000004 -1.0000000180025095e-35 0.082585000000000006 -0.55119499999999988 -0.12018999999999998 -0.037174999999999993 -0.56176499999999996 0.27834500000000006 -1.0000000180025095e-35 0.091265000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078034999999999979 -0.077289999999999984 0.078345000000000012 -0.23091999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 11 19 13 -5 -6 16 21 14 26 23 -1 18 -18 -7 -16 -13 -19 -3 -21 -11 -4 28 -25 -22
right_child=1 2 8 9 10 7 -8 -9 -10 25 -12 12 -14 -15 20 -17 17 22 -20 24 29 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00083959814296717065 0.00065538508757964251 0.00050080157816410063 0.00022585769930983927 0.00060946940022253249 0.00059690745177253825 0.00073333759690101031 0.00083508102359755739 0.00043946285469585337 0.00039458697534422427 0.00044203063474283576 0.00039046947843737425 0.00051647188144751449 0.00041821073591455067 0.0001269484872764294 0.00039130770681225057 0.00027152578647741504 0.00046231998964343842 0.00069800414396218972 0.00067482245978306974 0.00061704170255282335 0.00019427735780608258 0.00065717391064872726 0.00065414837685331517 0.0004437253311060477 0.00047857230255270703 0.00029975912643267827 6.1995896827572443e-05 0.0004346158561718918 0.00029383492586747457 0.00034026901205492062
leaf_weight=21 76 23 22 34 74 34 76 48 37 31 31 26 23 99 32 70 23 1088 39 359 43 267 307 23 24 30 23 34 83 21
leaf_count=21 76 23 22 34 74 34 76 48 37 31 31 26 23 99 32 70 23 1088 39 359 43 267 307 23 24 30 23 34 83 21
internal_value=0 0.000358271 0.000321554 0.000658133 0.000402875 0.000666315 0.000682788 0.000600068 0.000222324 0.000457028 0.000535959 0.000676336 0.000628204 0.000195767 0.000244087 0.000342902 0.000686627 0.000684422 0.000595991 0.000618554 0.00029189 0.000644688 0.000688353 0.000373554 0.000608365 0.000372061 0.000142106 0.000352649 0.000326358 0.000242181
internal_weight=0 691 615 2430 338 2335 1870 465 277 95 105 1794 316 240 141 233 1478 1457 62 417 96 293 1395 163 383 61 45 140 106 64
internal_count=3121 691 615 2430 338 2335 1870 465 277 95 105 1794 316 240 141 233 1478 1457 62 417 96 293 1395 163 383 61 45 140 106 64
is_linear=0
shrinkage=0.00196078


Tree=9947
num_leaves=31
num_cat=0
split_feature=1 4 4 2 15 41 1209 3 1186 3 457 159 52 49 1 1447 1447 41 15 52 12 13 133 4 133 130 52 403 403 1213
split_gain=0.235293 0.0395094 0.0300715 0.0251158 0.0246063 0.0276454 0.0249442 0.0280246 0.0293016 0.0238587 0.0229893 0.0227523 0.0179475 0.0210096 0.0173726 0.0170901 0.0191263 0.0155247 0.0151158 0.0217533 0.0202159 0.0261736 0.0226892 0.0381162 0.0225718 0.0393231 0.0227859 0.0311529 0.017953 0.016205
threshold=0.10920500000000001 0.27287000000000006 0.27834500000000006 0.14122000000000004 0.024640000000000006 0.075585000000000013 0.091045000000000001 -0.079594999999999985 0.08426500000000002 -0.065229999999999996 0.29113500000000009 0.082585000000000006 0.092650000000000024 -0.070909999999999987 0.15964000000000003 -0.086059999999999984 -0.085024999999999989 0.079395000000000007 0.09006500000000002 -0.0064899999999999992 0.092255000000000018 0.01128 -0.0081349999999999981 -0.081714999999999996 -0.015929999999999996 -0.0093649999999999983 0.085175000000000015 -0.0059799999999999992 -0.069009999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 6 15 7 8 -1 -2 -9 12 13 -11 -3 -6 -17 -7 19 -18 22 -22 24 -24 26 -26 28 -28 -21 -30
right_child=1 14 -4 -5 5 17 -8 10 -10 11 -12 -13 -14 -15 -16 16 18 -19 -20 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.0048830754378317793 0.0043251200035228981 0.0016322235155128259 0.0024074491894947748 0.0020841424285275179 0.0068248963429274542 0.0094127539952751256 0.00095233516079712324 0.0039560181465484101 0.0013296269656469426 0.0018764660798136473 0.00050748678622767327 0.00067755007297984609 0.0012165305059170352 0.0050072251923446512 -0.00095558695227674479 0.0017559888703371621 0.0077048274630215022 0.0057368598964617212 0.0044023032389129604 0.0080424404883336631 0.0090420392410898651 0.0047154558537495809 0.0046945184415029687 0.0010083863763390361 0.0049896664264041093 0.010677054796833545 0.0019726903034755564 0.0051810100284980284 0.0037799537279888207 0.0069504352161727321
leaf_weight=701 96 246 68 41 41 20 22 578 24 34 20 55 36 58 29 21 32 27 483 31 27 29 116 37 31 20 47 85 38 28
leaf_count=701 96 246 68 41 41 20 22 578 24 34 20 55 36 58 29 21 32 27 483 31 27 29 116 37 31 20 47 85 38 28
internal_value=0 0.00220994 0.00448233 0.00453879 0.00457973 0.00492755 0.00429192 0.00434745 0.00476544 0.00304835 0.00384068 0.00237858 0.00310948 0.00385021 0.00135933 0.0048229 0.00474282 0.00730107 0.00480529 0.00517889 0.00501359 0.00680149 0.00478236 0.0038031 0.00531746 0.00722001 0.00489375 0.00403865 0.00605738 0.00512501
internal_weight=0 554 2567 2499 2458 1113 1345 1323 725 279 598 183 128 92 275 1066 1025 47 1004 521 489 56 433 153 280 51 229 132 97 66
internal_count=3121 554 2567 2499 2458 1113 1345 1323 725 279 598 183 128 92 275 1066 1025 47 1004 521 489 56 433 153 280 51 229 132 97 66
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=31
num_cat=0
split_feature=1 12 1 47 2 151 0 149 2 13 52 1 11 447 2 0 157 1 1212 16 2 16 0 13 13 43 12 131 159 13
split_gain=0.19483 0.050373 0.0317871 0.0246739 0.0223249 0.0229912 0.0206956 0.0193061 0.0184941 0.0245157 0.0193317 0.0358255 0.0379139 0.0176431 0.0218681 0.0185933 0.0260731 0.016913 0.0175677 0.0164576 0.0162051 0.0317658 0.0152685 0.0151435 0.0370753 0.0238349 0.0182676 0.0177183 0.0165491 0.0154362
threshold=0.11846000000000002 0.051320000000000005 0.10124500000000002 0.085505000000000012 0.11362000000000001 0.050660000000000004 -0.040504999999999992 0.081720000000000015 0.088555000000000009 -0.15416999999999995 -0.53447999999999996 0.089875000000000024 0.087575000000000014 0.084065000000000015 -0.080614999999999978 -0.084044999999999995 -0.081889999999999991 0.094825000000000007 0.10654500000000001 0.19444000000000003 0.079055000000000014 -0.0064149999999999997 -0.084509999999999988 0.038215000000000006 0.090705000000000008 -0.083434999999999995 0.085355000000000014 0.098515000000000005 0.0089800000000000019 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 20 -5 -2 9 -3 -10 19 -13 14 -11 17 -17 18 22 -12 21 -1 -16 25 -25 27 -27 29 -28 -18
right_child=3 8 -4 6 -6 -7 -8 -9 10 13 11 12 -14 -15 15 16 23 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.00028903063244393301 0.00068066957296807615 0.0077358268286016859 0.0022273168076689049 0.0034506563797784863 0.0011955542219502311 0.00074133920134045184 -5.502613050685753e-05 0.0039187587596825326 0.0050475682475719539 0.0075440381484275509 0.0040425207811100577 -0.0022876550524961203 0.0032969019668657451 0.0016242459780820039 0.0048278996612998778 0.0012412539212485118 0.0048093940397458419 0.0027021556080748833 0.002076331457250159 0.0028121446978995948 0.0046154666645658428 0.0052891186593721313 0.0070114402223707128 -0.00042778288867945476 0.0046463423602593444 0.0011845578280785547 0.0043363472198885457 0.0034228998725302517 0.0013698803912848235 0.0082985720277065408
leaf_weight=27 232 22 236 85 31 20 21 20 117 22 664 20 31 23 551 34 21 39 22 130 226 24 34 24 36 22 315 20 20 32
leaf_count=27 232 22 236 85 31 20 21 20 117 22 664 20 31 23 551 34 21 39 22 130 226 24 34 24 36 22 315 20 20 32
internal_value=0 0.00395547 0.00311237 0.00147609 0.00374917 0.00401571 0.00275613 0.000937661 0.00417171 0.00442745 0.00384286 0.00367605 0.00110688 0.00436755 0.00442048 0.00436175 0.00391912 0.00472078 0.00485048 0.00384107 0.00425212 0.00264201 0.00495481 0.00410494 0.00261669 0.0043126 0.00397593 0.00595904 0.00415924 0.00691607
internal_weight=0 2763 564 358 328 297 106 252 2199 1237 962 845 51 1215 1192 1170 524 646 607 794 277 51 585 490 60 430 357 73 335 53
internal_count=3121 2763 564 358 328 297 106 252 2199 1237 962 845 51 1215 1192 1170 524 646 607 794 277 51 585 490 60 430 357 73 335 53
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 2 1 14 4 2 2 49 13 2 50 0 1 1 2 0 40 1 1447 15 14 4 4 43 16
split_gain=10.9234 1.71794 0.8964 0.879038 0.569007 0.447821 0.44406 0.395012 0.390686 0.337917 0.282775 0.240907 0.193705 0.13996 0.13043 0.112413 0.107788 0.104017 0.0963743 0.0850477 0.0795866 0.0783198 0.0719524 0.0710074 0.0667163 0.0643532 0.0579818 0.0560635 0.0853575 0.0702286
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.13501500000000002 -1.0000000180025095e-35 0.09253500000000002 0.062655000000000016 0.27834500000000006 0.10855000000000002 0.089775000000000008 -0.054984999999999992 -0.0013449999999999996 0.094835000000000017 0.041865000000000006 -0.23001499999999997 0.091195000000000012 0.13075500000000004 0.31358000000000003 -0.099059999999999995 -0.077474999999999988 0.12040000000000002 -0.082869999999999985 -0.084564999999999987 0.096015000000000017 0.024790000000000003 0.0052350000000000009 0.064745000000000011 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 6 8 21 14 9 11 20 17 -2 -12 -1 19 -13 -4 -5 -6 -8 -3 -14 -18 -16 -10 -15 28 -25 -29
right_child=1 4 5 18 15 -7 10 -9 25 -11 13 16 22 26 24 -17 23 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=0.0006287113191675097 0.00035453455962447658 0.00020340139139900167 0.00060452609955799659 0.00030821590243989308 0.0001024629290559042 0.00037108166822241202 0.00034742349770324529 0.0003097980748998306 0.00074695089202684358 0.00033608127548068813 0.0002109165947635065 0.00042994901661509661 0.00057313542651755164 0.00040550314061477057 0.00054283121219870091 0.00021089335220836407 0.00064459717981204265 0.00055680808869230437 0.00016154317414308929 -3.5321470665794136e-05 0.00047678848240464766 9.1963526936305327e-05 0.00046448340942254932 0.00057568309657930229 0.00039873228402309172 0.00062882931442821721 0.00028761218023209761 0.0005669232286412896 0.0005111361191184159 0.00049529672727538488
leaf_weight=26 24 48 1100 61 61 39 41 67 61 22 97 26 96 23 21 26 35 209 24 24 33 49 31 461 30 25 53 95 95 118
leaf_count=26 24 48 1100 61 61 39 41 67 61 22 97 26 96 23 21 26 35 209 24 24 33 49 31 461 30 25 53 95 95 118
internal_value=0 0.000290549 0.000569941 0.000426301 0.000220137 0.000579393 0.000259526 0.000419892 0.000583009 0.000577851 0.000303673 0.000580337 0.000516085 0.000260283 0.000515687 9.80698e-05 0.000554205 0.000596907 0.000266802 6.35591e-05 0.000405113 0.000147108 0.000546614 0.000558223 0.000458067 0.000712613 0.00032329 0.000554292 0.000564654 0.000527243
internal_weight=0 691 2430 236 455 2286 344 144 2247 2161 247 2139 151 173 77 111 830 1309 85 85 74 97 127 804 51 86 76 769 556 213
internal_count=3121 691 2430 236 455 2286 344 144 2247 2161 247 2139 151 173 77 111 830 1309 85 85 74 97 127 804 51 86 76 769 556 213
is_linear=0
shrinkage=0.00196078


Tree=9950
num_leaves=31
num_cat=0
split_feature=1 12 1 3 4 11 15 12 39 52 2 1375 484 43 0 14 124 48 52 0 2 0 16 151 1420 1429 50 3 0 42
split_gain=0.197846 0.0460096 0.028259 0.0261324 0.0214753 0.0209901 0.0250235 0.0200253 0.0199926 0.018773 0.0267199 0.0172735 0.0264911 0.0211201 0.0169224 0.0148983 0.0145585 0.0220171 0.0144173 0.0169261 0.0179186 0.014197 0.015902 0.0151857 0.0143294 0.0279048 0.015347 0.0186662 0.0227441 0.0252288
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.30112000000000005 0.40124500000000002 1.0000000180025095e-35 0.13592500000000005 -0.42850999999999995 0.088025000000000006 0.12603000000000003 0.081685000000000021 -0.096099999999999977 -0.011244999999999998 -0.078654999999999989 -0.23194499999999998 -0.10708499999999999 -0.087759999999999991 0.083685000000000009 -0.40306999999999998 -0.030209999999999997 0.088125000000000023 -0.13843999999999998 0.042200000000000008 -0.085604999999999987 -0.049004999999999993 0.083810000000000009 1.0000000180025095e-35 -0.094874999999999987 -0.080499999999999988 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 8 5 6 21 -5 -2 10 -7 -4 -13 16 -1 -15 -14 -18 -17 20 -20 -3 -23 -24 -25 26 27 -26 -29 -30
right_child=3 4 11 7 -6 9 -8 -9 -10 -11 -12 12 13 15 -16 18 17 -19 19 -21 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.0067530115706507451 0.0028382427319369389 0.0015519218309782447 -0.00013737322629562445 0.0021790416356559624 0.0017458157650461156 0.0087321061485757436 0.0017350696526201711 -0.00080066547371141286 0.0011660668059255729 0.0024092205800116066 0.0051026477507770578 0.006019953017433485 0.003959670171316247 0.0057975024939514695 0.0038103936534774094 0.0054378421872388581 -0.00083693083351812306 0.002246584921356356 0.0051976714427743494 -5.3850694426468437e-05 0.0023806617942076021 0.0043629678384147575 0.0057498018028369798 0.0055905849253543201 0.0051546612843129313 0.00012305493432062645 0.0061640318762511016 -3.0103821093992639e-05 0.0020754075454383651 0.0045659029467713438
leaf_weight=22 156 20 21 34 35 24 42 67 132 20 131 24 20 20 175 20 39 57 29 21 102 1576 30 27 43 27 20 24 85 78
leaf_count=22 156 20 21 34 35 24 42 67 132 20 131 24 20 20 175 20 39 57 29 21 102 1576 30 27 43 27 20 24 85 78
internal_value=0 0.00399689 0.0031795 0.00158645 0.00420292 0.00424298 0.00414983 0.000202404 0.00207183 0.00529258 0.00566463 0.00264402 0.00281995 0.0025706 0.00413901 0.00321425 0.00150525 0.000993907 0.00291387 0.00258177 0.00300427 0.00420238 0.00423014 0.00360336 0.00339154 0.00317719 0.00350703 0.00327599 0.002844 0.00326718
internal_weight=0 2732 550 389 2182 2147 1972 101 288 175 155 353 332 308 197 192 116 96 172 152 131 1930 1910 334 304 277 250 230 187 163
internal_count=3121 2732 550 389 2182 2147 1972 101 288 175 155 353 332 308 197 192 116 96 172 152 131 1930 1910 334 304 277 250 230 187 163
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=31
num_cat=0
split_feature=1 12 1 474 157 4 2 159 15 0 12 156 49 150 4 42 49 3 3 0 15 34 149 48 52 15 4 158 0 0
split_gain=0.161325 0.0460961 0.0282765 0.0203462 0.0205815 0.020191 0.0205439 0.0186927 0.0173934 0.0161712 0.0159453 0.0151881 0.0139275 0.0157937 0.0166661 0.0145731 0.0138798 0.0135137 0.0209498 0.0151839 0.0146494 0.0134843 0.0128908 0.0135291 0.0313973 0.0140941 0.0140436 0.0224389 0.0223139 0.0122557
threshold=0.12000500000000001 0.051320000000000005 0.10124500000000002 0.086280000000000009 -0.080544999999999992 0.40945500000000007 0.14285500000000004 0.082105000000000025 -0.41396999999999995 -0.073309999999999986 0.099815000000000015 0.083310000000000009 0.092560000000000017 0.09487000000000001 -0.00099499999999999979 0.08623500000000002 -0.063424999999999981 0.0022600000000000003 0.11658 -0.14454499999999995 -0.10469999999999999 -0.038779999999999995 0.079625000000000015 0.090720000000000009 0.091820000000000013 -0.14712999999999996 0.052250000000000012 0.084475000000000008 -0.09595999999999999 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 16 12 21 -10 22 -9 13 14 15 -1 -2 19 -19 -4 -21 -7 23 25 -25 -3 -27 28 -28 -23
right_child=5 10 17 4 -6 8 -8 11 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 29 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0025812764468932207 0.00068050817910419862 0.0063569089329879105 -0.00040983032660350501 -0.00098885295446962131 0.0035478339192923161 -0.00074567583962624646 0.00038471977411750328 0.0039792459131179686 0.0005131483704237075 -0.0030822372365615926 0.0031869459634875849 0.0074856822268061706 0.0015853536183921956 0.00130342164169997 0.0051829613645427994 0.0055336970348088517 0.0034530587468041291 0.0043366160726041663 0.0016635428744125856 0.003735315898337567 0.0010581576890156914 0.0010370472189000187 0.0057785678486753679 0.0035694416360949606 -0.00043652387305527285 0.0040116963270328187 0.0010146260005058139 0.0047599341236054899 0.0039810005508895433 0.0035700094722694933
leaf_weight=82 23 24 38 20 20 29 49 30 29 22 372 21 39 25 70 21 84 49 73 31 60 72 36 131 23 1466 64 50 42 26
leaf_count=82 23 24 38 20 20 29 49 30 29 22 372 21 39 25 70 21 84 49 73 31 60 72 36 131 23 1466 64 50 42 26
internal_value=0 0.0035757 0.00278151 0.00339284 0.00127949 0.00124999 0.00208051 0.00368636 0.000522107 -0.0010378 0.00378396 0.00542307 0.00331263 0.00365285 0.00399237 0.00318323 0.00285709 0.00198264 0.00273715 0.00126908 0.00197016 0.00114853 0.00390492 0.00386745 0.00297115 0.0039513 0.00391571 0.00301368 0.00218998 0.00170906
internal_weight=0 2787 579 328 40 334 156 288 178 51 2208 51 237 198 173 103 107 251 122 129 91 127 1836 1800 154 1646 1622 156 106 98
internal_count=3121 2787 579 328 40 334 156 288 178 51 2208 51 237 198 173 103 107 251 122 129 91 127 1836 1800 154 1646 1622 156 106 98
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 1 4 2 4 2 0 15 12 4 150 1 3 4 3 47 12 0 14 48 10 2 14 1
split_gain=12.417 1.9211 1.19268 1.10036 0.711214 0.658004 0.466801 0.359671 0.304289 0.303418 0.269191 0.268015 0.229977 0.2342 0.159178 0.180337 0.142632 0.138371 0.129561 0.127853 0.118078 0.0980639 0.0909557 0.0837142 0.0808728 0.0787034 0.0775818 0.0741052 0.0704404 0.0903445
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.10045500000000002 0.088725000000000012 0.062655000000000016 0.092845000000000025 0.40473500000000007 0.17025000000000004 -0.111605 0.14285500000000004 -0.10096999999999999 -0.11033999999999998 0.091475000000000015 -0.52556499999999995 1.0000000180025095e-35 0.085345000000000018 0.30112000000000005 0.42642000000000008 -0.13927999999999999 0.090100000000000013 0.099815000000000015 -0.060129999999999996 -0.41790499999999997 0.016865000000000002 -0.38124499999999995 0.086100000000000024 -0.46166999999999997 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 21 12 -5 -7 10 -4 16 13 -1 15 -14 22 -15 19 25 -17 28 -6 -16 -21 -12 -11 -19 -3 -30
right_child=1 2 9 7 11 8 -8 -9 -10 26 18 -13 14 17 23 20 -18 27 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00072259922568011987 0.00065714286341197168 0.00042116695658204063 0.00046506930016472589 0.00060720013194950917 0.00064510266920121478 0.0006039541981161644 0.00083217794714982355 0.00036139439337953827 0.00036842552080653074 0.00015227905056474787 0.00040561057953620509 0.00044192795682925114 0.00087004333404222317 0.00062512101590396962 0.00066334488803705368 0.00057116195035593342 0.00047459448488211406 0.00058550324738787876 0.00016127506732624544 0.00032830839976668354 0.00069790541105973895 0.00044206147631646901 0.00058128399676857267 0.00056747267997301763 0.00018462925807793531 0.00025707174867111576 -1.625727734291086e-06 0.00044301964975650013 0.00033430111852092133 0.00021959707692632949
leaf_weight=54 74 26 22 37 239 71 79 60 30 34 32 39 23 76 446 29 27 23 61 20 1108 33 134 38 61 24 20 36 132 33
leaf_count=54 74 26 22 37 239 71 79 60 30 34 32 39 23 76 446 29 27 23 61 20 1108 33 134 38 61 24 20 36 132 33
internal_value=0 0.000359089 0.000322268 0.000659815 0.000668259 0.000402604 0.000684601 0.000455155 0.000533995 0.000226978 0.000259305 0.000597086 0.00067824 0.000613465 0.000685687 0.00069815 0.000612214 0.000569811 0.000236442 0.000269911 0.000694673 0.000343361 0.000622176 0.000655818 0.000220106 0.000341951 9.52773e-05 0.000498564 0.000326308 0.00031136
internal_weight=0 673 599 2448 2351 325 1912 97 101 274 220 439 1833 189 1644 1160 400 135 198 137 1137 224 373 484 81 56 54 59 191 165
internal_count=3121 673 599 2448 2351 325 1912 97 101 274 220 439 1833 189 1644 1160 400 135 198 137 1137 224 373 484 81 56 54 59 191 165
is_linear=0
shrinkage=0.00196078


Tree=9953
num_leaves=31
num_cat=0
split_feature=1 3 12 4 3 2 43 14 1 2 150 52 2 0 15 12 4 1 52 1 2 50 49 3 11 15 13 2 1 2
split_gain=10.2716 1.91126 0.863289 0.681978 0.512627 0.487536 0.373423 0.316493 0.294973 0.207818 0.195094 0.192963 0.187141 0.158035 0.184242 0.155188 0.1472 0.146026 0.13007 0.127589 0.124961 0.11206 0.111675 0.104706 0.0924544 0.0868201 0.0840112 0.0831976 0.0823969 0.0813752
threshold=0.10508500000000001 -0.059315 -0.029094999999999999 0.27834500000000006 0.31534000000000006 0.099185000000000009 -0.025214999999999998 0.062655000000000016 0.09253500000000002 0.13501500000000002 1.0000000180025095e-35 0.048770000000000008 0.10613000000000002 -0.10096999999999999 -0.11033999999999998 0.091475000000000015 -0.52556499999999995 0.12205500000000001 -0.52606999999999993 0.081670000000000006 0.094835000000000017 0.11266000000000001 -0.054984999999999992 -0.14847999999999997 1.0000000180025095e-35 -0.059484999999999989 -0.47860499999999995 0.13754500000000003 0.13075500000000004 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 18 6 7 17 13 20 10 24 26 -8 14 -4 16 -15 -3 -2 -16 -1 27 -20 -18 -7 -22 -6 -14 -5 -21
right_child=1 4 5 28 11 9 12 -9 -10 -11 -12 -13 21 15 19 -17 23 -19 22 29 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064439352596147744 0.00063832113036402943 0.00027583526183961243 0.00065775021107173433 0.00036744202895004765 0.0001114364460228809 0.00056023018450938379 0.00046074809241312948 0.00074190937053803647 0.00035723078690001357 0.00041033959670798632 0.00039936799350409028 0.0002338828961552908 0.00031307089032933991 0.00079539734887587035 0.00058372202257253808 0.00059062403286361427 0.00049576640241976941 0.00016413216460660736 0.00038426372246081088 0.00050676835459125696 0.0005478291555060334 0.00044182345104150746 0.00054535361586532862 0.00063238952572722067 0.00065327119462978459 0.00038448084426343225 -4.1029604191410969e-05 0.00018062411439474053 0.0002315031552498588 0.00035956084791325201
leaf_weight=26 45 89 50 60 33 325 42 78 69 39 27 34 88 21 57 477 22 91 21 42 29 21 78 1095 47 22 24 23 24 22
leaf_count=26 45 89 50 60 33 325 42 78 69 39 27 34 88 21 57 477 22 91 21 42 29 21 78 1095 47 22 24 23 24 22
internal_value=0 0.000323029 0.000596545 0.00046901 0.000248235 0.000605818 0.000281976 0.00061965 0.000450334 0.000546951 0.000560304 0.000116975 0.000346749 0.000614311 0.000557627 0.000620312 0.000632756 0.000219363 0.000550914 0.000516254 0.000533764 0.000310476 0.000511183 0.000629699 0.000571985 0.000477365 4.72402e-05 0.000285627 0.000328602 0.000456166
internal_weight=0 673 2448 228 445 2302 354 1864 146 438 399 91 174 1786 171 1615 1138 180 144 121 77 132 99 1117 372 51 57 111 84 64
internal_count=3121 673 2448 228 445 2302 354 1864 146 438 399 91 174 1786 171 1615 1138 180 144 121 77 132 99 1117 372 51 57 111 84 64
is_linear=0
shrinkage=0.00196078


Tree=9954
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 159 4 1 14 2 4 2 15 1 12 43 47 52 4 1 52 4 1429 133 457 1 131 51
split_gain=6.98659 1.08171 0.667634 0.555822 0.450459 0.32788 0.263009 0.205928 0.202088 0.195942 0.195782 0.154738 0.113395 0.149548 0.107729 0.103981 0.089516 0.0709596 0.0685826 0.0615319 0.0584916 0.05761 0.057245 0.0533204 0.0642948 0.12161 0.0531046 0.0544938 0.0471695 0.0446412
threshold=0.10508500000000001 -0.40306999999999998 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.40473500000000007 0.077845000000000011 0.062655000000000016 0.091265000000000013 0.40945500000000007 0.14753000000000002 -0.41396999999999995 0.087135000000000004 0.08401500000000002 -0.080324999999999994 0.090100000000000013 -0.088204999999999992 -0.0019149999999999998 0.14326500000000003 0.40674500000000008 -0.39518999999999993 0.084770000000000012 0.084655000000000022 0.080930000000000016 0.096125000000000016 0.091440000000000007 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 28 4 5 18 6 10 -4 -6 -5 11 15 13 -9 -14 22 20 -11 29 -12 -17 -16 23 -1 -25 -26 27 -13 -2 -3
right_child=1 2 7 9 8 -7 -8 12 -10 17 19 26 14 -15 21 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00061784290129613165 0.00053698627322847287 0.000169319606845976 0.00035029813109266361 0.00050166841043310681 0.00048140647253487134 0.00035439058506763936 0.00031393707842677161 0.00029078671441105832 0.00028946403048786464 0.00034736029098645933 0.00053929931952028038 0.00049259252995193794 0.00016802040520908054 0.00013016402017177199 0.00012455970378995947 0.0003462884655477954 0.00051439848903263991 0.00020876552760098861 0.00034920540253675491 0.00065057401464474636 0.00047512318761575787 -1.4221251212562237e-05 0.00045163370981937695 0.00054294364549757103 0.00035183488354817324 0.00053909524033466966 0.00042524024036221669 0.00055435554605293895 0.00042551465332508088 0.00026321830693669509
leaf_weight=34 54 22 26 28 71 48 24 52 30 49 29 649 111 39 23 20 350 20 33 56 42 23 28 910 20 40 41 60 20 169
leaf_count=34 54 22 26 28 71 48 24 52 30 49 29 649 111 39 23 20 350 20 33 56 42 23 28 910 20 40 41 60 20 169
internal_value=0 0.000283205 0.000255575 0.000508783 0.000315681 0.000514784 0.000518127 0.000184281 0.000424394 0.000363327 0.000520278 0.0005167 0.000166876 0.000221948 0.000134956 0.000528568 0.000502234 0.000307188 0.000266664 0.00061261 0.000433564 5.51692e-05 0.000539081 0.00054152 0.000538845 0.000476675 0.000493852 0.000497819 0.000506859 0.000252403
internal_weight=0 673 599 2448 325 2351 2303 274 101 97 2279 2194 248 91 157 1444 412 69 224 85 62 46 1032 1004 970 60 750 709 74 191
internal_count=3121 673 599 2448 325 2351 2303 274 101 97 2279 2194 248 91 157 1444 412 69 224 85 62 46 1032 1004 970 60 750 709 74 191
is_linear=0
shrinkage=0.00196078


Tree=9955
num_leaves=31
num_cat=0
split_feature=1 4 123 44 4 150 2 2 15 11 13 158 1186 4 15 160 4 42 15 0 0 475 12 47 13 3 401 160 42 16
split_gain=0.246069 0.0430103 0.0332285 0.0284502 0.0287949 0.0267578 0.0258841 0.0203909 0.0189642 0.0263361 0.0180617 0.0244776 0.028125 0.0275397 0.0322146 0.0490605 0.0199089 0.0188722 0.0171287 0.0168249 0.0234445 0.0162478 0.0159323 0.0155326 0.0153505 0.0252488 0.0180154 0.0158562 0.0145103 0.014066
threshold=0.10920500000000001 0.27287000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.36766000000000004 0.084680000000000019 0.14122000000000004 0.25063000000000007 0.024640000000000006 0.075910000000000019 -0.077799999999999994 0.081640000000000018 0.060550000000000007 -0.49405499999999997 -0.0072999999999999992 -0.080719999999999986 -0.013125 0.088795000000000013 -0.0058549999999999991 -0.13843999999999998 -0.040504999999999992 -0.07550999999999998 0.093965000000000007 0.084635000000000016 0.10820000000000002 -0.12018999999999998 0.085900000000000018 -0.23686999999999997 0.092860000000000012 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 19 8 24 10 -10 18 12 13 -12 21 -16 -17 -13 28 -2 22 -15 -21 -23 25 -3 27 -27 -1 -25
right_child=1 7 -4 -5 -6 -7 -8 -9 9 -11 11 17 -14 14 15 16 -18 -19 -20 20 -22 23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0052354393762634307 0.0016393865594485153 0.0044778527096187805 0.003012373467257324 0.0077269186763348242 0.0023503851667136099 0.0016700630094330735 0.0022385887665356081 -0.0013590162309507529 0.0049521964175027102 0.0070421725995402085 0.0055807803655043252 0.0066770227425579053 0.0010309548364602962 0.0056590502740462021 -0.0019986970198300224 0.0019526062921310467 0.0060257771890610459 0.003501569569386818 0.00309645144313455 0.0061856522588905963 0.0022304869409047324 0.0034101906453801209 0.0038966001619187675 0.0058183886886884776 -0.00051499777473509314 0.0044974770350381735 -0.0013202656275825575 0.0014987676115917519 0.0030966311518568546 0.0029539186395898774
leaf_weight=473 30 34 120 31 52 82 41 24 1041 64 100 61 32 58 23 30 20 27 47 55 44 229 68 60 28 20 20 149 34 24
leaf_count=473 30 34 120 31 52 82 41 24 1041 64 100 61 32 58 23 30 20 27 47 55 44 229 68 60 28 20 20 149 34 24
internal_value=0 0.00231321 0.00463706 0.00471673 0.00467811 0.00318799 0.00472931 0.00142571 0.00477327 0.00507324 0.00450113 0.00414938 0.00391206 0.00408154 0.00374387 0.00182361 0.00358187 0.00570274 0.00492271 0.00381981 0.0042115 0.00412171 0.00492016 0.00383684 0.00169198 0.00196909 0.00151778 0.00185364 0.00509201 0.00499997
internal_weight=0 554 2567 2447 2416 279 2364 275 2323 1105 1218 664 576 544 444 73 50 88 554 197 167 371 123 313 251 223 189 169 507 84
internal_count=3121 554 2567 2447 2416 279 2364 275 2323 1105 1218 664 576 544 444 73 50 88 554 197 167 371 123 313 251 223 189 169 507 84
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 14 47 1 4 2 2 4 1 52 1 2 12 14 15 47 13 10 2 52 4 0 3 131
split_gain=7.09192 1.19455 0.689749 0.685648 0.403238 0.378859 0.282139 0.221279 0.22031 0.208593 0.176685 0.163716 0.152716 0.117495 0.0804021 0.0750669 0.0849862 0.142248 0.071357 0.0642571 0.0539758 0.0513515 0.0508683 0.0501337 0.0489265 0.045741 0.0755876 0.0916776 0.0577844 0.0424512
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088105000000000003 0.13501500000000002 0.40124500000000002 0.062655000000000016 0.13082500000000002 0.077845000000000011 0.40473500000000007 0.089885000000000007 0.14753000000000002 0.27834500000000006 0.091450000000000017 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.095780000000000018 0.096015000000000017 -0.41942499999999994 0.090100000000000013 -1.0000000180025095e-35 -0.38124499999999995 0.10699500000000002 0.40674500000000008 -0.39518999999999993 -0.070154999999999981 0.086245000000000016 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 4 5 21 6 7 11 12 -5 -6 14 13 -4 25 -13 18 -18 -17 -9 -14 -3 -15 -22 -19 26 -1 28 -28 -2
right_child=1 2 8 9 10 -7 -8 19 -10 -11 -12 15 20 22 -16 16 17 24 -20 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00059324021474653932 0.00050933122491906169 0.00020814758095692292 0.000241178387750908 0.00044298332174118159 0.0004233483166465506 0.00029605152745490736 0.00026057165701738735 0.00060626095066841526 0.00027510052213468007 0.00024232284787726837 0.00024786162516558726 0.00052727916401715583 0.00011098982101661842 9.4211974147897476e-05 0.00044881743946774443 0.0004669758390822657 0.00025327456380635219 0.00038604693933984275 0.0004278333820283712 0.00048649615830333984 7.4556855612671841e-05 0.00029305213783849395 0.00019176971443273403 -4.4333209463218652e-05 0.00051504385821959551 0.0004150683593516256 0.00049509612463847206 0.00037502959485799297 0.00039571288715847922 0.00040797526564668204
leaf_weight=28 47 190 40 28 71 48 24 61 37 69 32 45 32 86 210 442 23 26 301 24 25 32 27 30 20 30 1020 26 23 24
leaf_count=28 47 190 40 28 71 48 24 61 37 69 32 45 32 86 210 442 23 26 301 24 25 32 27 30 20 30 1020 26 23 24
internal_value=0 0.000234527 0.000206157 0.000461798 0.000267431 0.000468464 0.000472057 0.000474285 0.000134265 0.000300245 0.000368828 0.000470482 0.000112553 0.000149851 0.000484042 0.000449326 0.000445006 0.00037918 0.000451119 0.000572445 4.69609e-05 0.000220386 0.000117522 9.70773e-06 0.000442133 0.000490606 0.000492672 0.000490038 0.000492905 0.00047507
internal_weight=0 673 602 2448 325 2351 2303 2279 277 97 103 2194 240 153 1337 857 812 69 743 85 87 222 113 55 46 1127 1097 1069 1043 71
internal_count=3121 673 602 2448 325 2351 2303 2279 277 97 103 2194 240 153 1337 857 812 69 743 85 87 222 113 55 46 1127 1097 1069 1043 71
is_linear=0
shrinkage=0.00196078


Tree=9957
num_leaves=31
num_cat=0
split_feature=1 12 1 51 1 4 4 11 15 11 133 15 2 4 43 13 47 14 16 472 0 3 15 42 3 31 2 13 13 4
split_gain=0.236751 0.0562278 0.035084 0.0297261 0.0271505 0.024911 0.0241408 0.0214245 0.0224002 0.0195106 0.0178085 0.0228667 0.0196717 0.0187552 0.0173713 0.0172476 0.0164403 0.0161742 0.0275902 0.0179785 0.0152946 0.0152589 0.0205085 0.0292702 0.0151692 0.0185031 0.0238493 0.015041 0.0229451 0.0148657
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 -0.40274499999999996 0.16773500000000005 -0.15464999999999998 0.40124500000000002 1.0000000180025095e-35 0.13592500000000005 0.078340000000000007 0.087035000000000015 0.024640000000000006 0.092235000000000025 0.42642000000000008 -0.20207499999999998 -0.0093149999999999986 0.081320000000000017 0.078235000000000013 0.062650000000000025 -1.0000000180025095e-35 -0.23194499999999998 -0.049509999999999992 -0.56020999999999987 0.11159000000000001 0.30112000000000005 -0.018414999999999997 0.13622000000000004 0.05868000000000001 -0.070999999999999994 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 -2 5 -5 7 8 -3 -9 11 12 16 -14 -11 -12 -4 18 -16 -20 -1 27 -23 24 25 -24 -27 28 -7 -22
right_child=3 6 10 4 -6 21 -8 9 -10 14 15 -13 13 -15 17 -17 -18 -19 19 -21 29 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0070783246583728636 0.0049917701631784443 0.0046535624700587567 0.003364761566577511 0.004519018751646702 -0.0019376409650292425 0.0012603225662251531 0.0020503449765133805 0.0080797039740718914 0.0023191561855907951 0.0025417269882746043 0.0027379579114494845 0.0056310866852956158 0.0019506762399760192 0.0049484871564667784 0.0020294156967958607 -0.00089930165876549748 0.0066228615962678483 0.0080494130651156109 0.0046176694548020827 0.0076408586961947177 0.0053831781878317195 0.0039644891396164892 -0.00037465976112378905 -0.0022514501120895146 2.3098694632958194e-05 0.0042401442635390495 0.0008377990314712455 0.00094360626958818602 0.0054289881354047647 0.0035102272195429588
leaf_weight=22 27 1930 59 30 21 23 35 30 42 20 32 35 160 24 22 22 21 24 42 37 72 22 26 28 65 45 38 33 31 103
leaf_count=22 27 1930 59 30 21 23 35 30 42 20 32 35 160 24 22 22 21 24 42 37 72 22 26 28 65 45 38 33 31 103
internal_value=0 0.00442771 0.0035241 0.00179091 0.00155217 0.00176709 0.00465548 0.00469795 0.00460384 0.00575836 0.00292745 0.0032293 0.00291088 0.0023417 0.00527808 0.00125611 0.00422001 0.0057159 0.0051614 0.00603359 0.00459323 0.00150163 0.00106509 0.000749319 0.0012322 0.00195323 0.00268244 0.00262558 0.00365345 0.00428081
internal_weight=0 2732 550 389 362 341 2182 2147 1972 175 353 299 264 184 145 54 80 125 101 79 197 311 224 202 174 109 83 87 54 175
internal_count=3121 2732 550 389 362 341 2182 2147 1972 175 353 299 264 184 145 54 80 125 101 79 197 311 224 202 174 109 83 87 54 175
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=31
num_cat=0
split_feature=1 3 4 2 4 2 4 2 2 11 15 40 12 393 39 1455 160 4 4 1429 133 11 51 48 51 16 49 0 1 16
split_gain=0.193736 0.0486871 0.0260531 0.0238969 0.0230226 0.0225965 0.0204814 0.0177714 0.0367917 0.0158784 0.0155812 0.0146895 0.0152969 0.0146 0.0158423 0.0144802 0.0166203 0.0348717 0.0174368 0.0280638 0.0465345 0.0172098 0.0156368 0.0144631 0.0192713 0.0152816 0.0206198 0.0200155 0.0150846 0.0176958
threshold=0.10337500000000001 -0.063814999999999997 0.40124500000000002 0.31358000000000003 0.41257000000000005 0.091265000000000013 -0.17966999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.080705000000000013 -0.43375999999999998 -0.07632499999999999 -0.11019 0.086855000000000016 -0.046074999999999991 -0.23681499999999997 -0.53379499999999991 -0.050494999999999991 -0.17966999999999997 0.084770000000000012 0.083950000000000011 0.075910000000000019 0.11984500000000002 0.14823500000000003 0.11548000000000001 -0.42170999999999997 -0.052259999999999994 -0.14794999999999997 0.13604000000000002 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 -2 9 -3 11 -9 15 -6 -8 -13 14 -7 -1 17 -17 -18 21 -21 22 -20 24 25 28 -27 -28 29 -10
right_child=1 3 -4 -5 10 13 7 8 23 -11 -12 12 -14 -15 -16 16 18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0070072023570537578 0.0039811138071310995 0.0039383189984142693 0.00069435067284344268 -0.0011751806772995876 0.0031041430856881512 0.0010963756020092184 0.0016566402234214671 0.0048903111711536586 0.0018325884713212383 0.0065857582863827705 -5.5282691459136988e-05 0.0008261602827891088 -0.0028695074767234648 0.0012538682512493562 0.0038784209006212421 -0.00030608354389424558 0.0063896227537131901 0.0053301513300365996 0.0044009633180548628 -0.00063240620773285638 0.0045503919489863444 0.0071128580501586521 0.0018244994755756733 -0.0010181081388145686 0.0047546251848689285 0.0027015826959783835 -0.0027032451353443325 0.00081279428972854534 0.00016647129619741464 0.0051008071626226113
leaf_weight=20 179 42 22 28 37 21 45 38 37 32 27 24 21 23 809 23 41 21 1273 30 41 23 24 20 20 45 20 85 20 30
leaf_count=20 179 42 22 28 37 21 45 38 37 32 27 24 21 23 809 23 41 21 1273 30 41 23 24 20 20 45 20 85 20 30
internal_value=0 0.00224779 0.00411983 0.00165881 0.00339909 0.00415148 0.00183634 0.00161835 0.00197243 0.00438165 0.00177126 0.000379078 -0.000898485 0.00373916 0.00380803 0.0043345 0.00429829 0.00238394 0.00435711 0.0042972 0.00236048 0.00440137 0.00435329 0.00157214 0.00177372 0.00152217 0.000910626 0.000143072 0.00257654 0.00329597
internal_weight=0 718 2403 475 243 2381 447 405 315 1528 64 90 45 853 830 1496 1476 44 1432 1391 71 1320 1297 277 257 237 150 105 87 67
internal_count=3121 718 2403 475 243 2381 447 405 315 1528 64 90 45 853 830 1496 1476 44 1432 1391 71 1320 1297 277 257 237 150 105 87 67
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=31
num_cat=0
split_feature=1 52 1 123 2 12 14 4 47 1 2 2 2 34 52 1 2 1 13 15 10 43 31 4 10 12 3 1 3 13
split_gain=5.53811 0.920864 0.533556 0.443015 0.316995 0.310726 0.196868 0.170458 0.165026 0.14659 0.145512 0.129008 0.106261 0.0893368 0.0807868 0.0813433 0.0975171 0.0640364 0.060024 0.0582501 0.0487125 0.0482869 0.0479442 0.0466884 0.0450128 0.042073 0.0440878 0.0409528 0.0405876 0.0395147
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.13501500000000002 0.088105000000000003 0.062655000000000016 0.27834500000000006 0.13082500000000002 0.077845000000000011 0.11474000000000002 0.089885000000000007 0.14753000000000002 -1.0000000180025095e-35 -0.56176499999999996 0.089770000000000016 0.097845000000000015 0.091450000000000017 -1.0000000180025095e-35 -0.41942499999999994 -0.38124499999999995 -0.080324999999999994 -0.077289999999999984 0.40945500000000007 -1.0000000180025095e-35 0.095780000000000018 -0.10831999999999999 0.11588000000000001 -0.15327499999999997 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 6 24 7 11 12 -5 27 17 13 22 -13 25 -17 -1 23 -14 -21 29 -4 -15 -3 26 28 -7 -16 -11
right_child=1 2 8 9 -6 10 -8 -9 -10 21 -12 14 19 18 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004671816016697636 0.00044719601257620578 0.00016950439908033704 0.00015897563805574561 0.00043040349589092055 0.00029015592097923423 0.00043557281545028576 0.00054432813114687511 0.00027588029319848767 0.00027650735198130711 0.00034913715427997065 0.00023042221973631897 0.00051324283742382811 0.00014762735279195933 0.0002426032239272186 0.00043939080430206907 0.00025292442092230398 0.00041545109111158291 0.00042958377248203524 0.00025900646125501638 0.00010633474084384302 -1.0858050766674911e-05 0.00018077166093622937 3.0940640277093482e-05 0.00013018265738207494 0.00024257133644068685 0.00041387644849757283 0.00045044350057830041 0.00034584307946835825 0.00031979056732619511 0.00023519705421558569
leaf_weight=1127 76 39 22 28 48 48 84 22 37 25 26 43 32 20 24 22 40 206 39 25 30 20 23 49 192 302 397 33 20 22
leaf_count=1127 76 39 22 28 48 48 84 22 37 25 26 43 32 20 24 22 40 206 39 25 30 20 23 49 192 302 397 33 20 22
internal_value=0 0.000243577 0.000218414 0.000442513 0.000447854 0.000270697 0.000451163 0.000447611 0.000154617 0.000311258 0.000358049 0.000449343 0.000135825 0.000166937 0.000430436 0.000426013 0.00035778 0.000461371 0.000197521 8.11115e-05 4.24114e-05 0.000261466 9.35355e-05 0.000162768 0.000230235 0.000431707 0.000443917 0.000399016 0.000385027 0.000295803
internal_weight=0 691 615 2430 2335 338 2287 2203 277 95 107 2181 240 153 848 805 62 1333 108 87 55 67 45 69 231 743 441 81 44 47
internal_count=3121 691 615 2430 2335 338 2287 2203 277 95 107 2181 240 153 848 805 62 1333 108 87 55 67 45 69 231 743 441 81 44 47
is_linear=0
shrinkage=0.00196078


Tree=9960
num_leaves=31
num_cat=0
split_feature=1 2 9 40 13 10 0 10 2 97 11 11 2 4 15 4 150 150 0 3 132 3 13 40 16 4 160 12 16 49
split_gain=0.185117 0.0452613 0.031636 0.0276897 0.0286434 0.0234799 0.0269764 0.0222377 0.023987 0.0221113 0.0217368 0.0251963 0.0224282 0.0204007 0.0207132 0.0229212 0.0200813 0.0255065 0.026612 0.015028 0.0149425 0.0161769 0.0137849 0.0126755 0.0120658 0.0120143 0.0117393 0.0150023 0.0122575 0.0195529
threshold=0.11690500000000002 0.10045500000000002 -1.0000000180025095e-35 0.051255000000000002 -0.08971999999999998 -0.079859999999999987 -0.05208999999999999 1.0000000180025095e-35 0.116525 -0.0047149999999999996 0.080455000000000013 0.085155000000000022 -0.090999999999999984 -0.062539999999999984 -0.41942499999999994 0.51388000000000011 1.0000000180025095e-35 0.086730000000000015 -0.088774999999999979 -0.0069549999999999994 0.10240500000000001 -0.24190499999999995 -0.086254999999999984 -0.082074999999999995 0.023255000000000001 0.50996500000000011 -0.082299999999999984 0.092755000000000018 0.51222500000000004 0.12073000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 19 6 -2 8 9 -7 12 -12 -4 -10 15 -15 20 -18 -19 -3 21 -6 -23 -14 -16 -9 27 -24 29 -28
right_child=5 3 10 -5 16 7 -8 25 13 -11 11 -13 23 14 24 -17 17 18 -20 -21 -22 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0013829545964055309 0.0013323614729701409 0.0031678317233897928 0.0016894864083607554 -0.00048341330373659732 0.0058062360135161068 0.00082519923101547963 -0.0032715214148629455 -0.0018976163651262012 0.0042085332181304698 0.0043069262360835355 0.0082485512701428645 0.0043167272397579672 0.0065085583123499942 0.0043005577795317065 0.0008777835371612168 0.00062862847921411132 -0.00098791813128627846 0.0015475369692366158 0.0060970642929896717 0.00067492838853994684 0.0017816008216786116 0.0063379872737277772 0.0071723757154541091 0.0041468786935428756 -0.0016602344596042082 0.0012915539236187383 0.0033383834518583206 0.0037390833447820378 0.0044674892864713916 0.00026423072229827876
leaf_weight=41 35 42 37 20 44 24 20 21 25 76 28 39 23 34 67 34 20 36 20 57 33 20 20 1908 26 27 206 35 80 23
leaf_count=41 35 42 37 20 44 24 20 21 25 76 28 39 23 34 67 34 20 36 20 57 33 20 20 1908 26 27 206 35 80 23
internal_value=0 0.00390437 0.00413317 0.00318029 0.0032955 0.00157277 -0.000341778 0.00188804 0.00222232 0.00347131 0.00418858 0.00595988 0.00412828 0.00155081 0.00113812 0.00246459 0.00358365 0.00207756 0.00317237 0.00173252 0.00383194 0.00399003 0.00378192 0.00417501 0.00016823 -0.000103708 0.00364148 0.00498755 0.00340189 0.00302963
internal_weight=0 2732 2076 656 636 389 55 334 286 100 2035 67 1968 186 161 68 537 76 56 99 461 428 384 1931 93 48 364 55 309 229
internal_count=3121 2732 2076 656 636 389 55 334 286 100 2035 67 1968 186 161 68 537 76 56 99 461 428 384 1931 93 48 364 55 309 229
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=31
num_cat=0
split_feature=1 52 105 2 1456 0 51 160 157 12 14 9 10 15 124 42 52 39 158 1454 4 3 3 13 1212 42 1 42 3 1453
split_gain=0.151605 0.0381048 0.028263 0.0496565 0.0252909 0.022122 0.0167409 0.0170996 0.0182887 0.0196466 0.0165341 0.0218131 0.0161377 0.0155555 0.0186857 0.0154475 0.0150674 0.0197385 0.0144442 0.0176567 0.017635 0.0186816 0.0194704 0.0157407 0.0178695 0.0156484 0.0300569 0.0240806 0.017281 0.0154386
threshold=0.10293500000000001 -0.52606999999999993 1.0000000180025095e-35 0.31358000000000003 -0.049894999999999995 0.22582000000000002 -0.42247999999999991 -0.40698999999999991 -0.081749999999999975 0.11734000000000001 -0.47071999999999997 0.099965000000000012 -0.086389999999999981 -0.21699999999999997 -0.082135 0.11387000000000001 -0.065544999999999978 0.098905000000000007 0.07968500000000002 0.088250000000000009 0.042705000000000007 0.10299500000000002 0.12745000000000004 0.030370000000000005 0.11796000000000001 -0.078304999999999986 0.08864000000000001 -0.058859999999999989 -0.080634999999999984 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 12 -6 -8 -9 10 -10 13 -1 14 -12 18 -16 -18 20 29 21 23 -23 24 25 26 28 -27 -14 -20
right_child=1 2 -4 -5 6 -7 7 8 9 -11 11 -13 15 -15 16 -17 17 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00083973409608006477 0.0042171749401105829 0.0048890255606518348 0.0054667982645332817 -0.0024690944269033419 0.0044092077529057864 0.00040821863083346263 0.0044701891706790771 -0.0014749760692939163 0.0036241921694454508 0.003680866325019105 -0.0016021889890544116 -0.0018751219923918445 0.0039246203602974128 0.0018875894583930753 -0.001230109587777406 0.0027743662460981049 0.0023162872703985406 -0.00097384733380749826 0.0072586968371813948 0.0017105001594505407 0.0028160060945423386 -0.00035819592250680381 0.0038987737908471559 0.0030456870053926425 0.0059132634196430445 0.0011919311997998093 0.0079834993889865771 0.0038191251586273713 0.0067222502548247576 0.0044704473223057851
leaf_weight=20 70 26 20 28 22 21 20 20 32 42 30 21 189 272 22 170 88 23 22 21 214 22 21 221 45 36 24 1130 25 204
leaf_count=20 70 26 20 28 22 21 20 20 32 42 30 21 189 272 22 170 88 23 22 21 214 22 21 221 45 36 24 1130 25 204
internal_value=0 0.00199776 0.00176448 0.00164986 0.00183648 0.00363956 0.00170242 0.00159794 0.0014935 0.00160552 0.0014269 0.00127271 0.00366826 0.00142467 0.000652188 0.00369239 0.00116069 0.00163455 0.00376418 0.00448414 0.0036719 0.00377882 0.00172079 0.00383181 0.00395171 0.00388884 0.00462779 0.00373801 0.00425145 0.00474187
internal_weight=0 736 666 646 618 2385 592 570 550 530 488 456 2364 435 163 2344 133 111 2174 247 1927 1713 43 1670 1449 1404 238 1166 214 226
internal_count=3121 736 666 646 618 2385 592 570 550 530 488 456 2364 435 163 2344 133 111 2174 247 1927 1713 43 1670 1449 1404 238 1166 214 226
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=31
num_cat=0
split_feature=1 2 12 132 124 11 1424 4 48 4 42 481 1456 159 0 1 0 157 4 0 3 132 15 4 34 130 4 16 2 4
split_gain=0.123071 0.0364321 0.0238898 0.0303639 0.0236264 0.0183877 0.0207607 0.0206163 0.019177 0.0247474 0.0180875 0.0176908 0.02004 0.0209911 0.0166154 0.0515126 0.0770162 0.0170816 0.0165528 0.0165039 0.0160754 0.0198373 0.0181753 0.0233997 0.0155384 0.0160207 0.0188405 0.0154902 0.0147705 0.0146832
threshold=0.12000500000000001 0.10803500000000001 0.089005000000000015 0.081465000000000024 -0.083859999999999976 0.097680000000000017 1.0000000180025095e-35 -0.082249999999999976 0.093265000000000015 -0.51253999999999988 -0.0060199999999999993 -0.0015899999999999998 0.091295000000000001 0.083870000000000014 -0.13027499999999997 0.083135000000000014 -0.15599999999999997 -0.21914999999999998 0.23246000000000003 -0.087084999999999982 0.30112000000000005 0.10613500000000002 -0.41396999999999995 0.27834500000000006 -0.038779999999999995 -0.0060099999999999989 -0.031404999999999995 0.0073350000000000004 0.13501500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 6 7 8 9 -6 -1 -9 13 14 15 -13 -17 -16 -4 -11 24 22 -22 -24 -2 -26 -27 -15 -28 -12
right_child=20 2 18 -5 5 -7 -8 11 -10 19 29 12 -14 27 17 16 -18 -19 -20 -21 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0041413149205036465 -0.00046397414390054168 0.0019720001908583866 0.0032924090042448771 -0.0017550126388669015 0.0063129459618635119 0.00035320131224580108 0.0063241506191843658 0.0040340476909895484 0.0010306904942769073 0.0048680132053034236 0.0018711784571808364 0.0064007443422451618 5.2625457862053412e-05 0.0045362922171434611 0.00037531790971432043 0.0023606766065212368 -0.0045219871952819329 0.0031301071732989199 0.00097857116731271763 0.0035092907513627268 0.0013481442028326759 0.0023668668906723796 -1.9899087026715282e-05 -0.0046089891274459661 -0.00030538179532319697 0.0047166117108785191 0.002594184608365733 0.0015624598460271955 0.00056712354910244255 -0.0012853341456502678
leaf_weight=25 33 174 219 25 42 20 24 209 23 113 56 20 22 141 23 72 21 1054 36 428 24 26 25 20 29 26 92 20 59 20
leaf_count=25 33 174 219 25 42 20 24 209 23 113 56 20 22 141 23 72 21 1054 36 428 24 26 25 20 29 26 92 20 59 20
internal_value=0 0.00314453 0.00232493 0.00150378 0.00330403 0.00337172 0.00339901 0.00336693 0.00386289 0.00397462 0.00180804 0.00317695 0.00304648 0.00309523 0.00295024 0.00179665 0.000806527 0.00307128 0.00296575 0.00379309 0.00111319 1.28078e-05 -0.000874229 -0.00205949 0.00155059 0.00187331 0.00223027 0.00416687 0.00180215 0.00104052
internal_weight=0 2787 454 199 2333 2232 2212 2188 606 583 101 1582 1373 1351 1190 113 93 1077 255 541 334 95 69 45 239 206 177 161 151 76
internal_count=3121 2787 454 199 2333 2232 2212 2188 606 583 101 1582 1373 1351 1190 113 93 1077 255 541 334 95 69 45 239 206 177 161 151 76
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 4 2 1 2 1 2 4 50 475 2 15 160 2 39 47 3 457 13 43 1 52 52
split_gain=5.99205 1.0495 0.664662 0.486026 0.327753 0.32686 0.204645 0.176249 0.171177 0.16963 0.148184 0.137635 0.118537 0.154031 0.0743461 0.0662839 0.0647107 0.0625531 0.0594573 0.0592605 0.0583782 0.057466 0.0552467 0.0624188 0.0550939 0.0748042 0.0523039 0.0490967 0.0487261 0.0730791
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.098630000000000009 0.062655000000000016 0.14285500000000004 0.40945500000000007 0.14285500000000004 0.077845000000000011 0.11474000000000002 0.089625000000000024 0.090425000000000019 -0.55119499999999988 0.086295000000000011 -0.082014999999999991 0.092365000000000017 -0.41396999999999995 -0.067824999999999983 -0.0091949999999999983 0.093755000000000019 0.090100000000000013 1.0000000180025095e-35 0.094310000000000019 -1.0000000180025095e-35 -0.080324999999999994 0.11588000000000001 0.039215000000000007 -0.12647999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 6 12 8 -4 16 -5 27 14 20 -1 18 -7 -16 -9 -10 -14 -20 23 -3 25 -25 -12 -6 29 -18
right_child=1 2 7 10 11 9 -8 15 19 -11 26 -13 13 -15 17 -17 28 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00060294644922769371 0.00047724869878822314 0.00020381568908804228 0.00027990247826000636 0.00044911353501911257 0.0004609878138438159 0.00051125817781199343 0.00058362145194066815 0.00013581960806889994 0.00024073575548628435 0.0003020988046889305 0.0003149971629356562 0.00025190099970334105 0.00035779173046795705 0.00029075976297615028 0.00049134482385129144 0.00019825082369822735 0.00044205062485314073 0.00045748112787361294 -2.5537432838591334e-05 0.0001253444113990855 0.00046509049286058273 0.0001067375223162661 0.00032470483140299451 0.0002524683187453965 0.00019756329050402583 0.00038301656489343684 0.0001952761586974649 0.00036274043138156102 0.00045465395396772026 0.00036994273440540742
leaf_weight=21 76 101 66 28 48 41 76 39 22 39 47 24 21 23 1203 22 122 254 28 77 272 23 33 45 27 27 20 33 166 97
leaf_count=21 76 101 66 28 48 41 76 39 22 39 47 24 21 23 1203 22 122 254 28 77 272 23 33 45 27 27 20 33 166 97
internal_value=0 0.000259872 0.000233009 0.000466801 0.000291363 0.000472395 0.000483963 0.000161804 0.000202553 0.000425872 0.000329322 0.000382319 0.000479741 0.000445271 0.000487111 0.000101771 0.000437204 0.000485441 7.81876e-05 0.000150987 0.0004574 3.4116e-05 0.000250375 0.000238111 0.000273098 0.000301424 0.00027926 0.000420961 0.000429317 0.000410112
internal_weight=0 691 615 2430 338 2335 1870 277 165 465 95 105 1794 316 1478 112 426 1457 90 99 293 51 233 200 99 72 67 81 385 219
internal_count=3121 691 615 2430 338 2335 1870 277 165 465 95 105 1794 316 1478 112 426 1457 90 99 293 51 233 200 99 72 67 81 385 219
is_linear=0
shrinkage=0.00196078


Tree=9964
num_leaves=31
num_cat=0
split_feature=1 12 2 44 4 12 157 16 2 16 4 42 3 13 484 4 2 150 16 4 42 41 0 15 49 151 0 1208 16 13
split_gain=0.12252 0.0361077 0.0303809 0.0241258 0.0228682 0.0303748 0.0244577 0.0168711 0.0334954 0.0164007 0.0271191 0.0154295 0.0149075 0.0174055 0.0152979 0.0152872 0.0143701 0.0141895 0.0147061 0.0137109 0.0132765 0.0174258 0.0158901 0.0159003 0.0148564 0.0188055 0.0165052 0.0136464 0.0125317 0.019622
threshold=0.12000500000000001 0.078300000000000008 0.14530500000000005 1.0000000180025095e-35 -0.064054999999999987 -1.0000000180025095e-35 -0.078969999999999985 -0.0019699999999999995 0.097070000000000004 0.062650000000000025 -0.49013999999999996 -0.035074999999999988 0.30112000000000005 -0.47860499999999995 -0.011854999999999999 0.53859500000000016 -0.080614999999999978 0.10325000000000002 -0.39185999999999993 0.40124500000000002 0.11387000000000001 0.085095000000000018 -0.14920999999999998 0.13592500000000005 -0.097394999999999995 0.092070000000000013 -0.13027499999999997 0.099975000000000008 -0.0068949999999999992 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 11 -9 -7 -11 -8 14 15 -2 -14 -3 18 -16 20 21 22 -18 24 25 -24 -26 -22 29 -28
right_child=12 16 -4 -5 6 9 7 8 -10 10 -12 -13 13 -15 17 -17 19 -19 -20 -21 27 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=0.00097786410204005539 0.0041506938015421239 0.0055026814852270388 -0.001347511683125049 0.005330543401801298 -0.00079063847328403173 0.0060060783050032212 0.0036942316546628717 0.006513491204868143 0.0018031706955904765 0.0045905730961489357 0.00030078828334808352 0.0016658915116757158 -9.7986465940872833e-06 -0.0015298568185430784 -1.2095096238451109e-05 0.0034383958019316195 0.0054395448416471488 0.0038631337811239064 0.001755743972141265 0.0011745351066628216 0.0020350230762701499 0.00050012083855108366 0.0065279815164531636 0.00062085651094093922 0.0012560112817612077 0.0027219286465662578 0.0037883759733337457 0.0041855953566386902 0.003062122684191722 0.0026250008844813455
leaf_weight=36 21 31 20 31 28 38 44 26 36 56 20 254 36 39 77 20 40 20 121 29 132 20 34 20 35 21 1058 38 572 168
leaf_count=36 21 31 20 31 28 38 44 26 36 56 20 254 36 39 77 20 40 20 121 29 132 20 34 20 35 21 1058 38 572 168
internal_value=0 0.00317856 0.00248324 0.00261789 0.00246158 0.00351015 0.00205621 0.00227763 0.00377847 0.00430981 0.00346168 0.00196538 0.00115177 9.21131e-05 0.00157297 0.0012217 0.00336489 0.00132466 0.00106825 0.00333431 0.0033636 0.00343684 0.003467 0.00342564 0.00345535 0.00507476 0.00340676 0.00251574 0.00344863 0.00362896
internal_weight=0 2787 589 569 538 150 388 360 62 114 76 298 334 95 239 56 2198 218 198 2167 2138 1968 1948 1908 1888 55 1833 170 1798 1226
internal_count=3121 2787 589 569 538 150 388 360 62 114 76 298 334 95 239 56 2198 218 198 2167 2138 1968 1948 1908 1888 55 1833 170 1798 1226
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 4 2 12 4 4 4 0 14 15 52 2 12 1 2 2 0 50 4 4 15 40 1 15 132 34
split_gain=9.80806 1.3243 1.11039 0.692705 0.673989 0.445717 0.37856 0.3462 0.274007 0.234058 0.208204 0.199672 0.167076 0.146121 0.142216 0.221621 0.129211 0.125039 0.100738 0.0916804 0.109435 0.0899991 0.0895334 0.0865873 0.103161 0.0843503 0.0825972 0.0780062 0.0767528 0.0691176
threshold=0.10752500000000002 0.12408500000000001 0.051320000000000005 0.085055000000000006 0.08864000000000001 0.36766000000000004 0.14285500000000004 0.090285000000000018 0.40124500000000002 -0.16363499999999997 0.033845000000000007 -0.23194499999999998 0.076175000000000007 -0.41396999999999995 0.08257500000000001 0.10444500000000002 0.13597000000000004 0.096860000000000016 0.11389000000000002 0.088555000000000009 -0.12333499999999999 0.086295000000000011 -0.041644999999999995 -0.059649999999999988 -0.03241999999999999 -0.065259999999999999 0.14326500000000003 -0.033689999999999991 0.08696000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 28 11 6 25 12 22 -6 16 -1 19 29 15 17 -9 -11 23 -4 -21 -8 -5 -13 -25 -3 -15 -27 -2 -7
right_child=1 5 7 8 9 13 21 10 -10 14 -12 18 -14 26 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00075557122202905521 0.00033590690154632481 0.00027795476601550392 0.00063453981096321123 0.00068216708360933789 0.00056978952066571108 0.00011073499192752424 7.3398132621924379e-05 0.00059684596663216139 0.00034741735673982441 0.00048413576380402742 0.00051659227144573282 0.00062568052956203115 0.00074485218547799088 0.00013299399091711838 0.00054747993900439759 0.00027416240042092119 0.00046351557198289763 0.00035353406745638241 0.0004299801697636703 0.00045704452284410887 0.00060439277520338806 0.00025324560300100084 0.00053364234886193139 0.00057071843595408339 0.00040938598706441768 0.00049442717111578178 -2.831554592913374e-05 0.00034768966632034085 0.00020982682510139116 0.00021409050201996309
leaf_weight=22 160 20 823 20 35 35 23 768 29 63 171 70 46 26 21 55 29 51 21 21 251 20 71 64 20 30 23 26 21 86
leaf_count=22 160 20 823 20 35 35 23 768 29 63 171 70 46 26 21 55 29 51 21 21 251 20 71 64 20 30 23 26 21 86
internal_value=0 0.000306843 0.000587578 0.000397869 0.000495765 0.000212038 0.000304075 0.000605949 0.000513392 0.000422442 0.000578675 0.00057951 0.000629089 0.000147612 0.000395299 0.000376389 0.000591995 0.000425709 0.000557377 0.000624225 0.000593017 0.000157048 0.000566285 0.000574749 0.000532306 0.000387261 5.72773e-05 0.000426299 0.000321279 0.000184194
internal_weight=0 590 2531 301 422 289 119 2109 120 225 968 197 1141 170 190 169 797 114 175 1095 272 43 91 154 84 76 49 56 181 121
internal_count=3121 590 2531 301 422 289 119 2109 120 225 968 197 1141 170 190 169 797 114 175 1095 272 43 91 154 84 76 49 56 181 121
is_linear=0
shrinkage=0.00196078


Tree=9966
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 14 2 1 4 2 47 52 2 2 1 130 13 160 52 15 15 1 2 16 16 484 42 3 4
split_gain=5.74265 0.956769 0.535406 0.464602 0.373139 0.330643 0.252363 0.202601 0.181212 0.175864 0.128354 0.116612 0.08357 0.0683862 0.0654535 0.0624701 0.0617423 0.0804298 0.14148 0.0586658 0.0520413 0.0513947 0.0503419 0.103208 0.0422366 0.107974 0.10201 0.0993346 0.0526727 0.0412094
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.062655000000000016 0.13754500000000003 0.09253500000000002 0.40473500000000007 0.089885000000000007 0.13082500000000002 -0.56176499999999996 0.094835000000000017 0.14530500000000005 0.15799000000000005 -0.076894999999999977 -0.0034749999999999994 -0.061914999999999991 0.056145000000000007 0.095175000000000023 -0.053579999999999996 0.089770000000000016 0.097845000000000015 0.0057500000000000008 0.083160000000000026 0.0038100000000000005 0.086555000000000007 -0.066704999999999987 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 14 6 7 10 13 -6 24 15 -12 -1 16 19 -3 -18 -19 -4 -8 -15 29 -24 28 26 -26 -27 -5 -14
right_child=1 2 11 5 9 -7 20 -9 -10 -11 12 -13 22 21 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.00050181430366963463 0.00046808939279125323 0.00014651004861776683 0.00012604252942788433 0.00049003099869114814 0.00041199629841078488 0.00021891294843882466 0.00061252949364257582 0.00032416822731289589 0.00028052281491286165 0.00025462562451139092 0.00053542231689888867 0.00027869858608021671 0.00046124256693548342 0.00043032934755281684 0.00013924925599028082 5.323923529446626e-05 0.00022379205991906049 0.00042636997714711752 0.00025543722900732061 0.0002340992473619777 0.000512069973394812 0.00030385461956763471 0.0002851465323511611 0.00045162333520276307 0.0004435011075268718 0.0005413685112530608 0.0002733606903576383 0.00041032463291279075 0.00043630713949990429 0.000429040333094997
leaf_weight=26 76 23 99 1088 86 20 55 37 67 40 43 22 495 30 25 35 154 24 83 24 31 21 22 41 42 61 20 35 75 221
leaf_count=26 76 23 99 1088 86 20 55 37 67 40 43 22 495 30 25 35 154 24 83 24 31 21 22 41 42 61 20 35 75 221
internal_value=0 0.000260538 0.00023489 0.000463115 0.000272105 0.00046992 0.000472136 0.000468026 0.00035509 0.000362037 0.000470509 0.000144952 0.000451272 0.000419974 0.000235434 0.000126329 0.000243901 0.000252483 0.000293777 0.000147127 0.000576317 0.000378252 0.000446627 0.000393489 0.00048248 0.000452399 0.000388617 0.000493592 0.000486566 0.000451303
internal_weight=0 691 615 2430 435 2286 2266 2180 144 126 2143 180 822 77 309 158 284 261 107 123 86 51 779 63 1321 158 62 96 1163 716
internal_count=3121 691 615 2430 435 2286 2266 2180 144 126 2143 180 822 77 309 158 284 261 107 123 86 51 779 63 1321 158 62 96 1163 716
is_linear=0
shrinkage=0.00196078


Tree=9967
num_leaves=31
num_cat=0
split_feature=1 124 2 3 48 151 151 4 11 52 15 16 52 0 132 160 15 16 16 16 39 49 43 51 132 3 16 3 1 3
split_gain=0.155166 0.0390016 0.0267456 0.0209251 0.0188714 0.0195546 0.023706 0.0186282 0.0185299 0.0228151 0.0438636 0.0158147 0.0237062 0.017415 0.0163913 0.0162864 0.0154647 0.0321997 0.0302723 0.0149759 0.0149738 0.0169386 0.0249266 0.0219915 0.0149618 0.0187779 0.0132829 0.013148 0.0131208 0.0265893
threshold=0.11690500000000002 -0.076779999999999987 0.10045500000000002 0.30112000000000005 0.12933000000000003 -0.098364999999999994 -0.083919999999999981 0.27287000000000006 0.077415000000000012 -0.046924999999999988 0.024640000000000006 0.51222500000000004 0.039215000000000007 -0.062294999999999996 0.096085000000000018 1.0000000180025095e-35 -0.066844999999999988 -1.0000000180025095e-35 0.40020000000000006 -0.39185999999999993 0.14059500000000003 0.14233500000000002 -0.035139999999999991 -0.069724999999999995 0.10613500000000002 0.42240500000000009 -0.090344999999999995 -0.016324999999999996 0.080270000000000022 -0.092644999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 19 5 -4 -7 26 28 -10 -11 12 14 -14 15 16 18 -18 27 -2 21 22 -21 -24 25 -5 -1 -8 -3 -30
right_child=3 2 4 24 -6 6 11 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0043640319912810815 0.0010783972662144166 0.0040642021603982123 0.0061441821699744379 0.00054050850470296365 0.00030305488140914931 -0.00012696170070696446 0.00065560759918298578 -0.00061851232534363169 0.007540111651553983 0.0013916174375355759 0.0067612317718158017 0.0043235554004139786 0.0046299471339027931 0.0024701466176858442 -0.00031163632714500033 0.0041756534309802104 0.0027632498752791436 -0.0017061742229594126 0.0057805671460098695 0.0022335836768615992 -1.9883367931470277e-05 0.00044519379637980214 0.0024773268488934262 0.0067305335129100481 0.0023701147668851682 -0.0030376370571320878 0.0020393801077141622 0.0034521789302053895 0.0016828693646255514 0.0037366690861104302
leaf_weight=32 113 1262 23 55 22 21 40 21 31 29 32 117 112 56 21 51 40 27 27 80 20 24 20 31 26 20 106 29 71 562
leaf_count=32 113 1262 23 55 22 21 40 21 31 29 32 117 112 56 21 51 40 27 27 80 20 24 20 31 26 20 106 29 71 562
internal_value=0 0.00367612 0.00377004 0.00154145 0.00317636 0.00328844 0.00316703 0.00215619 0.00394513 0.00533108 0.00420846 0.00330005 0.00300291 0.00391001 0.00235443 0.00261605 0.00212807 0.000962139 0.0029418 0.00197578 0.00255524 0.00288751 0.00333496 0.00506261 0.000302953 -0.000413664 0.00257843 0.00183098 0.00387784 0.00350631
internal_weight=0 2732 2573 389 586 564 541 159 1987 92 61 520 403 168 235 214 163 67 96 288 175 155 131 51 101 75 138 69 1895 633
internal_count=3121 2732 2573 389 586 564 541 159 1987 92 61 520 403 168 235 214 163 67 96 288 175 155 131 51 101 75 138 69 1895 633
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 1 2 2 1 2 4 49 4 2 2 1 1 1 52 1 1 1 50 52 133 475 0
split_gain=21.6628 3.55574 1.78701 1.69731 1.15486 0.966877 0.710505 0.639224 0.531594 0.480359 0.462196 0.3528 0.343147 0.250049 0.244545 0.238323 0.214495 0.194127 0.191164 0.151265 0.144775 0.138531 0.126759 0.126157 0.112733 0.109315 0.0790079 0.0789492 0.07771 0.0949476
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.098630000000000009 -1.0000000180025095e-35 0.062655000000000016 0.09253500000000002 0.14122000000000004 0.10613000000000002 0.089770000000000016 0.090425000000000019 0.27287000000000006 -0.054984999999999992 -0.15289999999999995 -1.0000000180025095e-35 0.088850000000000012 0.16175000000000003 0.13075500000000004 0.12000500000000001 -0.55692499999999978 0.122715 0.13265500000000002 0.12958500000000003 0.041865000000000006 0.40674500000000008 -1.0000000180025095e-35 -0.082014999999999991 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 7 20 11 -4 13 24 17 16 21 -2 -12 -13 26 25 27 -3 -7 -16 -17 -8 -6 -1 -5 -23 -30
right_child=1 4 8 19 18 9 10 -9 -10 -11 15 12 -14 -15 22 23 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029417613612114286 0.0026321545992767518 0.002415277615092159 0.0028231527084847771 0.0024259190508388582 0.002210801695986211 0.0029538229508754383 0.0027303820319104222 0.0030933383602352949 0.0025189269416398285 0.0026154094880303375 0.0026574312238132254 0.002705113627329594 0.0026194798570358135 0.0026384207903576628 0.0028818008730224537 0.0024526781514297353 0.0028856346451319867 0.0028921657275527289 0.0020454210059649468 0.0023352105633106107 0.0022509997895411344 0.0029375221994188097 0.002714228685719181 0.0022960631133955153 0.0025448586426529227 0.0023633702409033681 0.0028228827338805172 0.0025735155901303601 0.0028401206475141046 0.0027384799485113106
leaf_weight=935 23 30 34 22 65 43 34 76 63 41 20 28 23 23 100 141 263 527 21 24 66 27 21 23 20 25 22 38 303 40
leaf_count=935 23 30 34 22 65 43 34 76 63 41 20 28 23 23 100 141 263 527 21 24 66 27 21 23 20 25 22 38 303 40
internal_value=0 0.00248916 0.00288638 0.00268828 0.00238715 0.00289714 0.00244473 0.0029172 0.00262556 0.00281832 0.00250217 0.00290975 0.00285004 0.0028374 0.00281749 0.00245536 0.00286826 0.00292239 0.00221388 0.00246677 0.00230234 0.00284848 0.00285272 0.00243071 0.00266167 0.00225318 0.00293903 0.0025194 0.00283624 0.00282827
internal_weight=0 673 2448 228 445 2351 334 1874 97 477 238 1798 314 436 144 184 291 1484 111 84 96 413 121 164 54 90 957 60 370 343
internal_count=3121 673 2448 228 445 2351 334 1874 97 477 238 1798 314 436 144 184 291 1484 111 84 96 413 121 164 54 90 957 60 370 343
is_linear=0
shrinkage=0.00196078


Tree=9969
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 1 2 2 14 457 2 1 12 47 3 1 12 4 13 475 50 399 15 1 15 157 1 157 4
split_gain=4.40565 0.562485 0.451244 0.322278 0.289531 0.215121 0.146066 0.141829 0.159163 0.139277 0.117193 0.124243 0.0938362 0.0891992 0.0570194 0.062799 0.0557349 0.0526693 0.0786085 0.0525631 0.0521468 0.0515072 0.0440713 0.0414052 0.0402245 0.0389912 0.0473658 0.0405976 0.0376517 0.037609
threshold=0.10752500000000002 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.10045500000000002 0.14753000000000002 0.09253500000000002 -1.0000000180025095e-35 0.10803500000000001 0.076975000000000002 0.080930000000000016 0.14285500000000004 0.089770000000000016 0.087005000000000013 0.08265500000000002 0.084940000000000015 0.122715 0.091325000000000003 -0.51843499999999987 -1.0000000180025095e-35 -0.066784999999999983 0.041865000000000006 0.091580000000000009 -0.41942499999999994 0.12958500000000003 0.050935000000000008 -0.23223999999999997 0.095950000000000021 -0.061169999999999995 -0.055319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 7 -4 -3 24 12 11 20 17 14 15 -14 -2 18 -1 -10 -6 23 28 -7 -9 26 -22 29 -19 -28
right_child=1 5 6 -5 10 21 -8 8 19 -11 -12 -13 13 -15 -16 -17 -18 22 -20 -21 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00057517652949334896 0.00042633167271098149 0.00016403640737840277 0.00041785393358179237 0.0002337225277404235 0.00046431846046678007 0.000157006455118125 0.00026354873864782249 0.00042287497889124346 0.00020257235172121797 0.00053227309200888358 0.00028491178951779386 0.00029847119874454374 0.00023256054088728975 0.00043295673784669907 0.00043521443336649472 0.00037641817832976079 0.00032647792413639332 0.00034975004521375626 0.00045684509226503274 0.00027207144356074454 0.00046031748046394155 0.00020505008045568085 0.00052106130210792317 6.2402397942414091e-05 0.00030137579815060485 0.00044223367861268942 0.00032850488486049285 0.00032034330037793076 0.00043199261173783548 0.00040496852995443436
leaf_weight=22 83 90 34 74 67 29 77 22 104 75 34 39 20 273 23 28 29 23 1141 70 35 23 20 46 20 81 29 34 308 168
leaf_count=22 83 90 34 74 67 29 77 22 104 75 34 39 20 273 23 28 29 23 1141 70 35 23 20 46 20 81 29 34 308 168
internal_value=0 0.000244907 0.00043306 0.000334134 0.000438667 0.000203828 0.000310813 0.000229433 0.000256682 0.000449432 0.000395938 0.000404271 0.000446088 0.000416855 0.000354942 0.000316477 0.000400477 0.00045273 0.000459084 0.000230532 0.000414238 0.000123876 0.000431679 9.89826e-05 0.000365018 0.000404568 0.000393098 0.000382914 0.000426278 0.000393712
internal_weight=0 590 2531 186 2420 404 111 306 216 1933 487 453 1858 344 71 48 112 1514 1163 174 414 98 351 75 42 347 266 231 331 197
internal_count=3121 590 2531 186 2420 404 111 306 216 1933 487 453 1858 344 71 48 112 1514 1163 174 414 98 351 75 42 347 266 231 331 197
is_linear=0
shrinkage=0.00196078


Tree=9970
num_leaves=31
num_cat=0
split_feature=1 52 1 44 2 2 0 4 3 14 2 123 15 45 0 1 160 482 2 12 4 51 13 0 51 16 16 1 50 43
split_gain=0.209456 0.0490922 0.0312935 0.0446753 0.0276364 0.0271738 0.0265843 0.0253865 0.0225354 0.0219145 0.0202334 0.0211578 0.0181311 0.0177465 0.0287177 0.0414032 0.0296865 0.0171328 0.0203943 0.0179715 0.0166583 0.0180764 0.0285714 0.0211328 0.0170676 0.0163607 0.0161452 0.0151959 0.0147946 0.0229749
threshold=0.10337500000000001 -0.40967499999999996 0.14262000000000002 0.087770000000000015 0.11389000000000002 -1.0000000180025095e-35 -0.13843999999999998 0.40124500000000002 0.11924500000000002 0.062655000000000016 0.14122000000000004 0.08128500000000001 0.095175000000000023 0.081955000000000014 -0.13027499999999997 0.083345000000000016 0.085130000000000011 0.090355000000000005 0.17760500000000004 -0.042789999999999988 0.015030000000000002 0.11144500000000002 -0.019614999999999997 -0.097734999999999989 0.10501000000000001 -0.10850999999999998 -0.50339499999999993 0.081315000000000012 -0.099524999999999988 -0.0090299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 26 8 9 -7 10 11 13 27 14 15 -1 -17 18 19 -4 21 23 -23 -16 -25 -22 -3 -11 -27 -30
right_child=1 2 17 -5 -6 6 -8 -9 -10 12 -12 -13 -14 -15 20 16 -18 -19 -20 -21 25 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.0070831039571203295 0.0065070324047500714 0.0055227015392276752 0.00085638805913428474 0.0087036501806737349 0.003296479325664927 0.0028861952518733844 0.0066346397088859616 0.0028452709179625593 0.0068815109413117165 0.0075723838859370774 0.0039965842884579087 0.0045635866572959222 0.0058925203571561727 0.0088912682965970966 0.0088917289206103707 0.00078375014296222121 0.0052758126195320597 0.0050653694604989143 -0.0008962569070891255 0.0041499633795103515 0.0064166669799425244 0.0064106957644760381 0.0029392432062760802 0.0064381936283278082 0.0092421561289070687 0.0062280481953689085 0.0027442084862850605 0.010926324171437459 0.0025450429152152404 0.0058763679650272373
leaf_weight=40 87 29 30 22 231 48 98 22 20 35 41 73 32 26 37 31 28 20 21 37 122 66 37 1638 22 47 75 22 47 37
leaf_count=40 87 29 30 22 231 48 98 22 20 35 41 73 32 26 37 31 28 20 21 37 122 66 37 1638 22 47 75 22 47 37
internal_value=0 0.00428014 0.00397311 0.00429312 0.00409945 0.00478643 0.0055805 0.00622664 0.00406129 0.00625789 0.0061981 0.0062382 0.00779745 0.00629433 0.00626295 0.00459943 0.00291558 0.00242339 0.00182294 0.00267523 0.00634317 0.00644997 0.00516367 0.00652804 0.00647535 0.00558338 0.00351898 0.00886689 0.00480734 0.00401241
internal_weight=0 718 631 523 501 270 166 2403 68 2381 2292 2251 89 2178 2152 99 59 108 88 67 2053 1800 103 1697 1660 253 104 57 131 84
internal_count=3121 718 631 523 501 270 166 2403 68 2381 2292 2251 89 2178 2152 99 59 108 88 67 2053 1800 103 1697 1660 253 104 57 131 84
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 4 2 14 2 47 11 2 3 4 132 13 1 133 1 12 3 47 16 52 15 34 0
split_gain=5.50912 0.93971 0.526479 0.490805 0.408481 0.307517 0.254719 0.205837 0.183744 0.172976 0.153983 0.1304 0.10055 0.0995348 0.0786623 0.0710813 0.0767882 0.0706308 0.0669401 0.0598492 0.0593108 0.0529606 0.0497117 0.0490355 0.0575312 0.065261 0.0475738 0.046834 0.0468313 0.0693955
threshold=0.104035 -0.40967499999999996 0.13559000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.089885000000000007 0.092845000000000025 0.40473500000000007 0.13754500000000003 0.062655000000000016 0.25063000000000007 0.13082500000000002 1.0000000180025095e-35 0.094835000000000017 -0.11171999999999999 -0.0073899999999999999 0.091050000000000006 0.14871000000000004 0.087135000000000004 0.089200000000000015 0.086920000000000011 0.092655000000000015 0.31299000000000005 0.090100000000000013 -0.36241499999999999 0.40674500000000008 -0.053579999999999996 -1.0000000180025095e-35 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 17 6 10 14 -6 13 19 12 28 15 -1 18 -17 20 -8 26 23 22 -18 24 -3 -26 -5 -16 -4 -30
right_child=1 2 11 5 8 -7 9 -9 -10 -11 -12 -13 -14 -15 27 16 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00052890944130280435 0.00049711973901349815 0.0002797727411624106 0.00011170822783410471 0.00052207310778949398 0.00044807307362705942 0.00025476661047386918 0.00033688913816873101 0.00029593043944652319 0.0002872151964544958 0.00034176971517586174 0.00061276590293334195 7.3070627319856993e-05 0.00032898961653886918 0.0005459506769015008 0.0004484347527838447 0.00049464265071303283 0.00048925837746303003 0.0001518546930496015 0.0004750560851118683 0.00049081112689382169 0.00020122324895439597 0.00036518923408318359 0.00043695228078306189 0.00022143614596439171 0.00028326790122424857 0.00044166843826864277 0.00043536603450775144 0.00032850644237298368 0.00016836303043324749 0.00028485837875942359
leaf_weight=28 76 169 28 906 86 20 28 64 40 37 60 37 21 77 31 412 130 20 26 390 39 24 151 41 20 20 25 21 66 28
leaf_count=28 76 169 28 906 86 20 28 64 40 37 60 37 21 77 31 412 130 20 26 390 39 24 151 41 20 20 25 21 66 28
internal_value=0 0.000291427 0.000266008 0.000489843 0.000302912 0.000496837 0.000498973 0.000378813 0.000397007 0.000473004 0.000515615 0.000176823 0.000203669 0.00047873 0.00044512 0.000472017 0.000477184 0.000264544 0.000403414 0.000511203 0.000272342 0.0004536 0.000461151 0.000283437 0.0002956 0.000362468 0.000519745 0.000400002 0.000182097 0.000203064
internal_weight=0 691 615 2430 435 2286 2266 144 126 885 1381 180 143 848 80 771 717 309 54 1321 289 305 281 250 209 40 931 52 122 94
internal_count=3121 691 615 2430 435 2286 2266 144 126 885 1381 180 143 848 80 771 717 309 54 1321 289 305 281 250 209 40 931 52 122 94
is_linear=0
shrinkage=0.00196078


Tree=9972
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 3 43 12 4 2 4 2 11 47 4 1 2 0 15 47 11 52 39 16 3 14 160 16 16 3
split_gain=10.2602 1.25266 1.15606 0.69281 0.659126 0.458776 0.41869 0.414886 0.284342 0.200351 0.19578 0.184715 0.173233 0.171196 0.138232 0.134498 0.130799 0.14346 0.130268 0.127552 0.123216 0.122184 0.110305 0.102221 0.118436 0.0954301 0.0857954 0.0791276 0.0749038 0.084586
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.09253500000000002 0.27834500000000006 0.31534000000000006 -0.025214999999999998 0.091475000000000015 -0.16363499999999997 0.11177500000000001 0.053180000000000012 0.11389000000000002 1.0000000180025095e-35 0.091680000000000011 -0.019614999999999997 0.122715 0.088930000000000023 -0.11437499999999999 0.13592500000000005 0.077555000000000013 0.080150000000000013 0.048770000000000008 0.096625000000000016 -0.073404999999999984 -0.13309499999999996 0.062655000000000016 0.092070000000000013 -0.008904999999999998 0.10994000000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 15 6 22 12 -5 -8 18 19 16 26 -11 -2 -4 -18 23 25 -14 -7 -3 -9 -25 28 -10 -16 29 -1
right_child=1 5 7 8 -6 21 9 10 13 14 -12 -13 20 -15 27 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00059659734199167644 0.00061579926298944879 0.00029350595675470818 0.00068106362351796803 0.00062246539410272029 0.00033715851192827034 0.00010826521864501131 0.00051724314062199205 0.0006698783015824058 0.00036186793886495934 0.0005018026356165315 0.00055273330988122541 0.00044012126477963146 0.0008462966554494655 0.00054955456576316185 0.00035803532133800816 0.00046068226201982415 0.00048359381154065238 0.00064561379076801017 0.00048802170302252024 0.00073895020434050691 0.00069703864488823741 0.00025678357876667528 0.00018855226973991712 0.00069810897842341782 0.00060688053199298392 0.0007357992684724284 0.00050209797918796537 0.0002303240715412263 0.00066827987585028382 0.00047396902808220407
leaf_weight=95 83 99 905 31 74 57 39 248 104 20 139 22 37 30 66 29 23 243 23 34 50 34 63 64 377 20 20 26 38 28
leaf_count=95 83 99 905 31 74 57 39 248 104 20 139 22 37 30 66 29 23 243 23 34 50 34 63 64 377 20 20 26 38 28
internal_value=0 0.000347603 0.000634736 0.000541054 0.000480757 0.000286299 0.000321927 0.000653481 0.000451131 0.000396207 0.000620044 0.000611247 0.0006761 0.000416642 0.000354061 0.000575635 0.000669829 0.000631605 0.000633184 0.000628757 0.000760516 0.000163756 0.000252691 0.00063803 0.00062012 0.000608058 0.000384486 0.000321943 0.00059219 0.000568682
internal_weight=0 590 2531 422 186 404 313 2109 185 151 851 237 1258 154 112 112 1171 266 712 215 87 91 162 689 441 181 124 92 161 123
internal_count=3121 590 2531 422 186 404 313 2109 185 151 851 237 1258 154 112 112 1171 266 712 215 87 91 162 689 441 181 124 92 161 123
is_linear=0
shrinkage=0.00196078


Tree=9973
num_leaves=31
num_cat=0
split_feature=1 52 3 4 1456 2 2 9 41 50 15 15 2 10 475 484 475 16 49 155 159 483 52 52 15 1 16 403 2 160
split_gain=0.242164 0.0551771 0.035164 0.0258449 0.0249908 0.0235728 0.0224194 0.0352526 0.0257613 0.0167366 0.0179501 0.0300859 0.0151828 0.015168 0.0146202 0.0237589 0.020485 0.0213103 0.0183829 0.0179016 0.0169847 0.018626 0.0145807 0.0239952 0.0245016 0.0303919 0.0232838 0.0216622 0.0160396 0.0159471
threshold=0.10337500000000001 -0.40967499999999996 0.31299000000000005 0.40124500000000002 -0.049894999999999995 0.091265000000000013 0.11682500000000001 -1.0000000180025095e-35 0.08690500000000001 0.098445000000000019 -0.41942499999999994 -0.11713499999999999 0.14122000000000004 -0.0026549999999999994 -0.088274999999999978 -1.0000000180025095e-35 -0.085684999999999997 -0.010264999999999998 0.11560500000000001 0.083985000000000018 0.11389500000000001 -0.095084999999999989 0.024145000000000003 -0.092399999999999982 1.0000000180025095e-35 0.076935000000000017 0.013515000000000001 0.10584500000000001 0.09358000000000001 -0.071139999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 14 7 13 -8 10 -9 -12 22 -6 15 -1 17 -16 19 20 21 -18 23 26 25 29 -7 -24 -26 -25
right_child=1 2 -4 -5 6 12 8 9 -10 -11 11 -13 -14 -15 16 -17 18 -19 -20 -21 -22 -23 27 24 28 -27 -28 -29 -30 -31
leaf_value=0.0072363545373082165 0.0066642583998177077 0.0074144525392912334 0.0023965943385543223 0.0029845957109831613 0.0037224228937371992 0.0090656554390644208 0.0030069291533827806 0.0031065912041077885 0.0067018283664115851 0.0079677165231921473 0.0086374153445761374 0.0049203287142871033 0.00412921993624101 0.00040109041845425968 0.011209738235920669 0.0029581405071507174 0.0093042312396897208 0.0071582371973105382 0.0039022860990371557 0.0092929802834987637 0.0045872728594053445 0.0066506560850342639 0.0063747773079951518 0.0075424278451299122 0.0046820973405071221 0.0019456067826689747 0.0060392408092614742 0.0096114666434004917 0.0080385702289640908 0.0045356897940712695
leaf_weight=25 87 25 115 22 44 29 186 38 21 22 26 134 41 20 20 27 27 37 24 26 39 1303 344 22 24 41 206 22 35 89
leaf_count=25 87 25 115 22 44 29 186 38 21 22 26 134 41 20 20 27 27 37 24 26 39 1303 344 22 24 41 206 22 35 89
internal_value=0 0.00430339 0.00397788 0.00639636 0.0043303 0.00642788 0.00417326 0.00475016 0.00338177 0.00535108 0.00506034 0.00552436 0.00600675 0.00268451 0.00666297 0.00501497 0.00672103 0.00857982 0.00664637 0.00669358 0.00664421 0.00670453 0.00610156 0.00571769 0.0049436 0.00427223 0.00641271 0.00656933 0.00667323 0.00513162
internal_weight=0 718 631 2403 516 2381 491 284 207 220 198 160 853 64 1528 52 1476 57 1419 1395 1369 1330 812 446 211 152 235 366 59 111
internal_count=3121 718 631 2403 516 2381 491 284 207 220 198 160 853 64 1528 52 1476 57 1419 1395 1369 1330 812 446 211 152 235 366 59 111
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 159 2 1 2 1 2 2 4 12 4 399 4 2 475 3 43 150 151 4 12 43 10 12
split_gain=4.56546 0.754684 0.48025 0.327103 0.250153 0.24079 0.163354 0.126079 0.125891 0.109735 0.105156 0.0884995 0.111398 0.0784537 0.0808312 0.062177 0.0771139 0.0639074 0.0540529 0.0527587 0.050444 0.0477636 0.0648576 0.0468078 0.0459783 0.0453864 0.0432465 0.0425762 0.0366522 0.0359433
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099515000000000006 0.062655000000000016 -1.0000000180025095e-35 0.14285500000000004 0.077845000000000011 0.11474000000000002 0.089770000000000016 0.090425000000000019 0.16394500000000004 0.42051500000000003 0.091325000000000003 -0.51843499999999987 0.09141500000000001 -0.15289999999999995 -1.0000000180025095e-35 -0.066784999999999983 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088784999999999989 -0.011884999999999998 0.10124000000000001 -0.080324999999999994 -0.38124499999999995 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 24 6 11 -4 20 -5 26 15 19 14 21 16 -1 18 -17 -13 -7 22 -9 29 -3 -20 -6 -11 -15 -22
right_child=1 2 7 9 10 8 -8 13 -10 27 -12 12 -14 28 -16 17 -18 -19 25 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058407846118221766 0.00044636876611625327 0.00031355297202061784 0.00030870488960700474 0.00043296095098601002 0.00044468825524167496 0.00047227975519437588 0.00054598112664617008 0.00020854374420918066 0.00029984984386294646 0.0003190379088583667 0.00025432460220055835 0.00035060255385817313 0.0003052634483135464 0.00014691656211556517 0.00014966790572262976 0.00033797004751587968 0.00046416513429702207 0.00054379619804083127 0.00045121431662816555 0.00044322389336591837 0.00042088873704215069 0.0001673468661276048 0.00034774912292147699 0.00032035001620414556 0.00024051045053273765 0.0003966434088686262 0.00035390160416547974 0.00021102220991023763 5.0150467990508697e-05 0.00035526052326337315
leaf_weight=21 76 40 26 28 43 54 76 31 39 47 24 26 28 34 108 23 1135 20 219 261 295 29 22 22 193 80 38 20 27 36
leaf_count=21 76 40 26 28 43 54 76 31 39 47 24 26 28 34 108 23 1135 20 219 261 295 29 22 22 193 80 38 20 27 36
internal_value=0 0.000262035 0.000239256 0.00044266 0.000288859 0.000447249 0.000456924 0.00017873 0.00040627 0.000329875 0.00036832 0.00045319 0.000423316 0.000165266 0.000184908 0.000459472 0.000466343 0.000436247 0.000429567 0.000434833 0.000416468 0.000231322 0.000266327 0.00040793 0.00025305 0.000436613 0.000402097 0.000286794 0.000104086 0.000413751
internal_weight=0 691 615 2430 338 2335 1889 277 446 95 105 1813 315 251 190 1498 1156 342 322 287 407 82 53 353 233 299 81 67 61 331
internal_count=3121 691 615 2430 338 2335 1889 277 446 95 105 1813 315 251 190 1498 1156 342 322 287 407 82 53 353 233 299 81 67 61 331
is_linear=0
shrinkage=0.00196078


Tree=9975
num_leaves=31
num_cat=0
split_feature=1 52 1 14 123 160 2 454 51 47 16 47 45 0 4 49 403 15 4 0 16 2 0 49 15 49 131 124 457 0
split_gain=0.222611 0.0499934 0.0329728 0.0232605 0.024912 0.0215349 0.0189028 0.0189007 0.0200385 0.0251048 0.0183892 0.0183612 0.0176258 0.0305061 0.0385954 0.0235671 0.0261546 0.022613 0.019413 0.0165988 0.0247073 0.0174741 0.016233 0.0153468 0.0153437 0.0147353 0.0142771 0.0139916 0.0154268 0.0136372
threshold=0.10337500000000001 -0.40967499999999996 0.13707500000000003 0.062655000000000016 0.08128500000000001 -0.24498999999999996 0.13501500000000002 -0.037229999999999992 0.11144500000000002 0.078345000000000012 0.13751500000000003 0.11069000000000002 0.081955000000000014 -0.10474999999999998 0.0033150000000000007 -0.0043999999999999985 -0.0076149999999999994 -0.0072999999999999992 0.015030000000000002 -0.10474999999999998 -0.43320999999999993 0.31098000000000003 -0.097734999999999989 0.093350000000000002 0.094035000000000007 -0.065034999999999996 0.09031500000000002 -0.079269999999999993 0.048635000000000005 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 5 4 6 -3 12 -7 9 -9 -8 -10 13 14 17 25 -17 -1 22 20 -4 -21 -15 -18 -5 -16 -2 28 -6 -11
right_child=1 2 19 24 27 7 10 8 11 29 -12 -13 -14 18 15 16 23 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0041679963750096086 0.007097044563101184 0.0071320830317942998 0.0019768415460324224 0.0086618227951905952 0.0014882470993034076 0.0010657245515003093 0.0023540755199199476 0.0034530780868367982 0.0076489094490233556 0.0033857267078322671 0.0062996555638078246 0.0037103789103275632 0.0086745410262105554 0.0084694764471020222 0.0055911170014251886 0.0043287086610992757 0.0095310411124955863 9.7827365001042679e-05 0.005203874759644486 0.0024191512976661517 0.0067358712013810872 -0.00083004341926425692 0.0062308165284592964 0.006051980747309115 0.0059594870462794519 0.0019807025161571799 0.0042662139013409615 0.0061193646397441626 0.0049356159029735466 0.0061995830383060162
leaf_weight=39 62 23 24 55 25 21 27 293 29 24 21 20 26 33 26 27 32 21 188 96 20 20 1755 21 34 20 25 26 27 61
leaf_count=39 62 23 24 55 25 21 27 293 29 24 21 20 26 33 26 27 32 21 188 96 20 20 1755 21 34 20 25 26 27 61
internal_value=0 0.00403635 0.00372651 0.00604305 0.00598203 0.00414783 0.00604331 0.00399462 0.00413866 0.00389202 0.00408027 0.00604135 0.00608638 0.00605525 0.00483091 0.00582495 0.006862 0.00274344 0.0061705 0.00248625 0.00414004 0.00185895 0.00627213 0.00815255 0.00762947 0.00402137 0.00628359 0.00422527 0.00327823 0.00540508
internal_weight=0 718 631 2403 2314 471 2236 448 427 378 48 49 2188 2162 186 126 80 60 1976 160 44 116 1788 53 89 46 87 78 52 85
internal_count=3121 718 631 2403 2314 471 2236 448 427 378 48 49 2188 2162 186 126 80 60 1976 160 44 116 1788 53 89 46 87 78 52 85
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=31
num_cat=0
split_feature=1 1 15 457 51 1 14 12 3 3 15 4 3 4 48 49 43 43 0 16 4 4 475 12 1212 12 49 1374 49 49
split_gain=0.181219 0.0438016 0.0294447 0.0283564 0.0217934 0.0252751 0.0203356 0.0192499 0.0191081 0.0534234 0.0227917 0.0346506 0.0179831 0.0166798 0.0231339 0.0161869 0.016126 0.0258925 0.0217951 0.0152048 0.0147829 0.0138188 0.0191509 0.017078 0.0347156 0.0239825 0.0182972 0.0168807 0.0226373 0.0181506
threshold=0.11690500000000002 0.093890000000000015 -0.085319999999999993 0.094310000000000019 -0.40274499999999996 0.16773500000000005 0.062655000000000016 -1.0000000180025095e-35 -0.12018999999999998 -0.13309499999999996 -0.0040799999999999994 -0.46376499999999993 0.090900000000000009 -0.059649999999999988 0.083985000000000018 -0.097394999999999995 0.064745000000000011 0.093175000000000022 -0.082394999999999982 -0.086699999999999985 -0.15464999999999998 0.0052350000000000009 -0.028204999999999997 0.083785000000000012 0.040035000000000008 0.083875000000000019 0.082865000000000008 0.086765000000000023 0.10463500000000002 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 7 -2 20 8 -4 9 10 -1 -12 16 -14 -15 -9 21 -18 19 -19 -6 23 -23 24 26 -25 -10 28 29 -27
right_child=4 2 3 -5 5 -7 -8 15 12 -11 11 -13 13 14 -16 -17 17 18 -20 -21 -22 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0028589772746070393 0.0057445560064580715 0.0036318222051360521 0.0034878302785379695 0.0019266622329059129 0.0051267416387175517 -0.00056768025159336895 0.0070422139861399226 0.0082169490218486473 0.0056349008188218523 -0.0001105120000631913 0.0095331852242287081 0.0046136703887363758 0.0054880496912768917 0.00021858653053641319 0.0049707525054968546 0.0054465558587167388 0.0021061428762491671 0.005495497904863064 0.0040311001142461986 0.008292394894390152 0.0028023153847799159 0.0020442337880376728 0.0052703939933132424 0.0023415968176864442 0.010290786045758676 0.0057489131193473467 0.0085723233077890024 0.0085606264748743603 0.0039421505223878701 0.0085284750559367246
leaf_weight=27 27 222 47 26 30 21 84 23 115 23 22 41 42 20 21 254 31 77 84 26 311 20 230 21 24 1112 26 21 69 24
leaf_count=27 27 222 47 26 30 21 84 23 115 23 22 41 42 20 21 254 31 77 84 26 311 20 230 21 24 1112 26 21 69 24
internal_value=0 0.00531079 0.00453269 0.0051041 0.00300387 0.00279945 0.00551684 0.00535908 0.00545512 0.00419063 0.00528981 0.0063316 0.00552791 0.00408742 0.00265262 0.00567659 0.00559151 0.00478284 0.00522657 0.00620151 0.00300681 0.00569758 0.0050123 0.00581891 0.00677499 0.00569241 0.00617655 0.0057498 0.00570082 0.00580764
internal_weight=0 2732 572 350 389 362 2160 324 2076 113 90 63 1963 83 41 277 1880 218 187 103 341 1662 250 1412 165 1247 141 1226 1205 1136
internal_count=3121 2732 572 350 389 362 2160 324 2076 113 90 63 1963 83 41 277 1880 218 187 103 341 1662 250 1412 165 1247 141 1226 1205 1136
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=31
num_cat=0
split_feature=1 12 1 132 34 2 31 1375 51 51 40 133 42 2 0 1428 48 1447 52 15 2 4 3 42 50 15 15 12 52 4
split_gain=0.148389 0.0440908 0.0254315 0.0210231 0.0175944 0.0226307 0.0192537 0.0169652 0.0204271 0.0238216 0.0187744 0.0204118 0.0173084 0.015937 0.0156347 0.0219955 0.0174381 0.0305852 0.0204879 0.016876 0.0193828 0.018326 0.0168221 0.0154451 0.0146776 0.0146172 0.0220955 0.0147657 0.0141182 0.0138813
threshold=0.12000500000000001 0.051320000000000005 0.08864000000000001 0.089365000000000014 -0.038779999999999995 0.116525 -0.081689999999999985 -0.096099999999999977 0.11381000000000001 0.092545000000000016 -0.084709999999999994 0.087035000000000015 0.09112000000000002 -0.15339499999999998 -0.076579999999999995 0.08653000000000001 0.092475000000000016 -0.072479999999999989 -0.037344999999999996 -0.23060499999999998 0.10559 -0.085594999999999991 -0.049509999999999992 0.085505000000000012 0.086295000000000011 -0.41942499999999994 -0.30407999999999996 -0.029094999999999999 -0.061194999999999992 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 13 -2 -4 9 10 11 -9 29 -6 19 16 17 -16 -18 -3 21 -21 -23 -22 25 -7 -27 -28 -29 -12
right_child=4 14 3 -5 5 24 -8 8 -10 -11 12 -13 -14 -15 15 -17 18 -19 -20 20 23 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0049057925637807885 0.0026142260257114216 0.0079427986716230706 0.0010531284775503952 0.00035083554103039206 0.0018470609288973113 0.003013163933588147 -0.0016281845676712693 0.0043108215095708146 0.0069598231908457823 0.00056522276718169457 0.0042791308512066901 -5.7313197454356635e-05 0.0020608645127140335 0.0048278403768486433 0.0081641472473909914 0.0065606133786044367 0.0047443940171173647 0.0043524425865315176 0.00046738681558053944 0.0059590519999619578 0.0013484745717202411 0.0049605653845327087 0.0078142495382399792 0.004682510873923699 0.0038512059978009871 -0.0014347465206541259 0.004078046649440446 0.002664511650800705 -0.00076553200112054287 0.0068745959236327083
leaf_weight=197 23 21 23 20 24 57 20 20 20 23 198 23 32 71 22 49 21 488 24 240 24 1265 21 33 42 27 22 24 24 23
leaf_count=197 23 21 23 20 24 57 20 20 20 23 198 23 32 71 22 49 21 488 24 240 24 1265 21 33 42 27 22 24 24 23
internal_value=0 0.00475963 0.00398291 0.00350698 0.00252912 0.00280812 0.000641012 0.00368135 0.00385966 0.0036653 0.00390618 0.00197438 0.00423451 0.0040748 0.00496331 0.00452967 0.00435037 0.00451687 0.00246332 0.0051266 0.00508924 0.00515687 0.00500717 0.00327871 0.00219416 0.00174224 0.000995406 0.00193275 0.00094949 0.00454925
internal_weight=0 2787 579 382 334 291 43 362 339 319 296 43 253 95 2208 604 555 510 45 1604 1583 1526 1286 57 196 154 97 70 48 221
internal_count=3121 2787 579 382 334 291 43 362 339 319 296 43 253 95 2208 604 555 510 45 1604 1583 1526 1286 57 196 154 97 70 48 221
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=31
num_cat=0
split_feature=1 3 155 48 47 50 47 0 45 124 14 157 51 16 15 402 402 1443 4 0 16 3 402 12 1 0 2 12 1210 3
split_gain=0.120686 0.0307075 0.022302 0.0202165 0.0230293 0.0232439 0.0213515 0.019969 0.0149187 0.0168315 0.0148645 0.0217954 0.0142268 0.0192578 0.0208401 0.0140754 0.0153124 0.0151299 0.0161871 0.0262446 0.015997 0.0156139 0.0147154 0.0144663 0.0184349 0.0250956 0.0245941 0.0177419 0.0170302 0.0166797
threshold=0.10337500000000001 0.31299000000000005 0.11245500000000001 -0.089099999999999999 0.078345000000000012 0.10616500000000001 0.091680000000000011 0.22582000000000002 0.081955000000000014 -0.076779999999999987 -0.46825999999999995 -0.06457499999999998 0.089890000000000012 -0.42170999999999997 -0.41942499999999994 0.08865000000000002 0.10265000000000002 0.090755000000000016 -0.42529999999999996 0.034820000000000011 0.18438500000000005 0.092670000000000016 0.095250000000000015 0.086305000000000007 0.081670000000000006 -0.14649999999999996 0.086100000000000024 0.085955000000000018 -0.053799999999999994 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 10 -6 8 9 -1 -5 -12 13 -13 -15 17 22 18 20 21 -11 23 -17 24 25 -20 -26 28 -27 -28
right_child=1 -3 -4 4 6 -7 -8 -9 -10 15 11 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 26 27 29 -29 -30 -31
leaf_value=0.0030683631825700608 0.0061429061393573651 0.0014337107344687431 0.0051175133175482713 0.0044831857645746187 0.0069644551863893879 0.0051369213584500058 0.0034699105907951 0.0013385826998966793 0.0068181100104433984 0.0080712379000726208 -0.00047883634125032732 0.0029605612757415099 0.0043733661955532932 -0.0015189730309192902 0.0018074043740993009 0.0053488607775085632 0.0047220864458818387 0.0020233512304171368 0.0077587687739116302 0.0018355492942557648 0.0049995203206807757 0.0026684038936817911 0.0085380907696874248 0.0042475807381844371 0.0048229954931885005 0.0025664677030308117 -0.00019224332312920266 0.0070902295823075945 0.0049419923254292696 0.003793413435951585
leaf_weight=90 20 115 56 27 20 30 139 21 26 21 31 123 30 23 104 39 190 27 34 41 88 51 23 1214 75 33 21 35 353 21
leaf_count=90 20 115 56 27 20 30 139 21 26 21 31 123 30 23 104 39 190 27 34 41 88 51 23 1214 75 33 21 35 353 21
internal_value=0 0.00293122 0.00321681 0.00302223 0.0029038 0.00246928 0.00390948 0.00440875 0.00443582 0.00440953 0.0022325 0.00203711 0.00231566 0.00206873 0.00120499 0.0044628 0.00516737 0.00437464 0.00440659 0.00433782 0.00559132 0.00439367 0.00653196 0.00444294 0.00485756 0.00514543 0.00373803 0.00493438 0.0047389 0.00180059
internal_weight=0 718 603 547 527 368 159 2403 2382 2356 338 311 280 250 127 2266 252 2014 1987 1878 109 1837 62 1786 572 455 117 421 386 42
internal_count=3121 718 603 547 527 368 159 2403 2382 2356 338 311 280 250 127 2266 252 2014 1987 1878 109 1837 62 1786 572 455 117 421 386 42
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=31
num_cat=0
split_feature=1 2 123 12 4 2 4 2 1 2 4 14 1 457 1 3 13 43 2 12 133 14 0 50 15 4 159 13 1 16
split_gain=4.85914 0.620372 0.52651 0.508197 0.352594 0.239896 0.203869 0.16726 0.135865 0.120243 0.110457 0.108487 0.0774596 0.0707836 0.161455 0.0647623 0.0662742 0.13479 0.0631874 0.0619813 0.060728 0.056563 0.0556934 0.0556192 0.0574975 0.0529987 0.0744026 0.0427124 0.0415102 0.0410664
threshold=0.10752500000000002 0.14285500000000004 1.0000000180025095e-35 0.085055000000000006 0.36766000000000004 0.089885000000000007 0.27044500000000005 0.14122000000000004 0.077845000000000011 -1.0000000180025095e-35 -0.062539999999999984 0.076975000000000002 0.091195000000000012 0.069910000000000014 0.084525000000000003 -0.14847999999999997 -0.10664 0.097930000000000017 0.10803500000000001 0.093765000000000015 -1.0000000180025095e-35 -0.46242499999999992 -0.066689999999999985 0.041865000000000006 -0.081924999999999984 0.018150000000000003 0.030370000000000005 -1.0000000180025095e-35 0.12040000000000002 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 11 19 13 -4 28 -11 12 -1 15 -15 -7 17 -17 -12 -5 -20 -22 -14 24 -3 26 -18 -23 -2 -27
right_child=1 23 8 6 -6 7 -8 -9 -10 10 18 -13 22 14 -16 16 25 -19 20 -21 21 27 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00041847789039100214 0.00018155404204878002 7.661200239985289e-05 0.00037566580097464952 0.00045061004995181834 0.00022371883514237819 0.00042989571029611187 0.00020253946932045986 0.00025249713419841732 0.00021771297234792798 0.00033618629421979028 0.00027519489093279302 0.00049897934531435457 0.00038954559867493627 0.00040274249237232693 0.00019516875112757963 0.00020564206559332758 0.00038611073252965418 0.00042359615950023424 7.3156829355010654e-05 0.00033668270380756153 0.00027754372787699164 0.00013835388670035585 0.00028991091195980899 0.00014645239203221779 -3.3476500014217723e-05 0.00040641338071402384 0.00046516939459145871 0.00021433034674355795 9.2128928907400485e-05 0.00034217652980707389
leaf_weight=1119 29 76 28 23 45 108 44 41 83 22 28 57 213 34 25 24 446 20 20 91 23 66 24 30 24 50 51 50 64 163
leaf_count=1119 29 76 28 23 45 108 44 41 83 22 28 57 213 34 25 24 446 20 20 91 23 66 24 30 24 50 51 50 64 163
internal_value=0 0.000192007 0.000389605 0.000225807 0.000395662 0.00039892 0.000315911 0.000375037 0.000257557 0.000178667 0.000204766 0.00041518 0.000411658 0.000380492 0.000314788 0.000384989 0.000378557 0.000304712 0.000189305 0.000359668 0.000174179 0.000188715 0.000379456 7.2405e-05 5.01908e-05 0.000383133 0.000394223 0.000171102 0.000120014 0.000357256
internal_weight=0 590 2531 460 2420 2375 158 962 111 302 209 1413 1356 921 59 862 754 44 187 114 159 139 237 130 100 710 497 116 93 213
internal_count=3121 590 2531 460 2420 2375 158 962 111 302 209 1413 1356 921 59 862 754 44 187 114 159 139 237 130 100 710 497 116 93 213
is_linear=0
shrinkage=0.00196078


Tree=9980
num_leaves=31
num_cat=0
split_feature=1 1 123 2 12 47 1 4 14 2 4 1 2 2 2 34 4 475 47 16 12 4 399 150 31 1 131 2 43 2
split_gain=3.82434 0.465194 0.396476 0.277058 0.248956 0.152842 0.127259 0.122756 0.122051 0.115795 0.128056 0.0921557 0.0764974 0.0901645 0.0715107 0.10207 0.0702556 0.0535105 0.0458248 0.0454832 0.0429828 0.0708861 0.0464995 0.0427556 0.0415046 0.0395901 0.0391742 0.0518896 0.0354348 0.0355648
threshold=0.10752500000000002 0.12337000000000002 1.0000000180025095e-35 0.098630000000000009 0.085055000000000006 0.12958500000000003 0.077845000000000011 0.40124500000000002 0.076975000000000002 0.14122000000000004 0.36766000000000004 0.089625000000000024 0.090425000000000019 -1.0000000180025095e-35 0.14285500000000004 -1.0000000180025095e-35 0.27834500000000006 -0.066784999999999983 0.10350500000000001 -0.037154999999999994 0.091325000000000003 -0.51843499999999987 0.09141500000000001 0.081835000000000019 -0.077289999999999984 0.077845000000000011 0.082750000000000004 0.31358000000000003 -0.080324999999999994 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 -2 14 -4 18 11 10 17 20 13 -13 15 24 -17 -5 -6 -7 21 -1 25 -19 -3 -22 27 -16 29 -8
right_child=1 5 6 9 7 19 28 -9 -10 -11 -12 12 -14 -15 26 16 -18 23 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053151907428862554 0.00022637779097269551 0.00015301729017891879 0.00039282498009899416 0.00042317647340835309 0.00042261464078961378 0.00020634206552704626 0.00020556777933229773 0.00023172732878368074 0.00048858581022940531 0.00025845026227256745 0.00025094687018109509 0.0002884908396124273 0.00027284251241122974 0.00039677406657097239 0.00011138580007868377 0.00027102053120263284 0.00016458454062076805 0.00037108894443071131 0.00033362434808423811 0.0003260443887442274 0.00039334689620239977 0.00041654428118076349 0.00048493136231805763 0.00027790401888755606 3.3890658263863403e-05 0.00030518221015842802 0.00017895845178167756 -4.43548598673706e-06 0.00017643429558066761 0.0003042754071941173
leaf_weight=21 178 22 28 76 45 26 23 29 72 41 34 33 25 284 58 38 64 354 44 23 290 1129 20 20 23 21 20 20 24 36
leaf_count=21 178 22 28 76 45 26 23 29 72 41 34 33 25 284 58 38 64 354 44 23 290 1129 20 20 23 21 20 20 24 36
internal_value=0 0.000217806 0.000393106 0.000398362 0.000272677 0.000162561 0.000278518 0.000342519 0.000409405 0.000358502 0.000366978 0.000406277 0.000377266 0.000385502 0.000142567 0.000169919 0.000204237 0.000375744 0.000378619 0.000262529 0.000412977 0.000418644 0.000393287 0.000366106 9.21303e-05 0.000387394 0.000101539 8.1688e-05 0.000239957 0.000265796
internal_weight=0 590 2531 2420 296 294 111 118 1895 525 484 1823 342 317 245 147 102 450 89 49 1481 1150 331 374 45 311 98 78 83 59
internal_count=3121 590 2531 2420 296 294 111 118 1895 525 484 1823 342 317 245 147 102 450 89 49 1481 1150 331 374 45 311 98 78 83 59
is_linear=0
shrinkage=0.00196078


Tree=9981
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 4 2 2 14 1 2 4 49 1 1 475 2 1 15 457 40 12 15 14 0 39 47 474 51
split_gain=6.66926 1.05081 0.574377 0.539325 0.382912 0.34688 0.251658 0.216118 0.21111 0.197921 0.177925 0.16684 0.0897035 0.0829813 0.0764345 0.0616063 0.057818 0.0571139 0.0522765 0.0495271 0.0511216 0.0480574 0.0475348 0.0620159 0.0455991 0.044846 0.044716 0.0436002 0.0430087 0.042289
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.40124500000000002 -1.0000000180025095e-35 0.10613000000000002 0.062655000000000016 0.077845000000000011 0.089885000000000007 -0.15289999999999995 -0.054984999999999992 0.091450000000000017 0.16175000000000003 -0.08230999999999998 0.11411 0.12958500000000003 1.0000000180025095e-35 0.069910000000000014 -0.077714999999999992 0.096075000000000008 -0.068899999999999975 0.096015000000000017 -0.026509999999999995 0.089790000000000023 0.091680000000000011 0.081755000000000008 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 7 6 9 21 18 11 -4 14 -10 -2 29 -6 28 -5 -9 20 22 -3 26 -24 -11 -7 -18 -15 -13 -1
right_child=1 4 10 17 15 25 -8 8 12 24 -12 16 -14 27 -16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048682924206044519 0.00033981553227255615 0.00021160226402255078 0.00047105750909038615 0.0003186746992268204 0.00013378043992013451 0.00039337362617639402 0.00029689756448812829 0.00043066299875989776 0.00036841321736574172 0.00062005811603515332 0.00028573406265286873 0.00048094083252619009 0.00022931980894564947 0.00050460698152553576 0.00047448436408734123 1.5837267166426204e-05 0.00048352053905954454 0.0002119701354681212 0.0003043274154119632 0.00049039869506151514 0.00038617918532126637 0.00012378464133350873 0.00047108735670061671 0.0003952866706163306 0.00051916843231499584 0.00027308789212509513 0.00038981104320059528 0.00043014321871158803 0.00057314754511606273 0.00052030868662780413
leaf_weight=171 23 46 28 30 90 22 24 34 20 61 69 41 164 62 210 21 289 54 20 266 36 50 90 77 24 26 21 59 37 956
leaf_count=171 23 46 28 30 90 22 24 34 20 61 69 41 164 62 210 21 289 54 20 266 36 50 90 77 24 26 21 59 37 956
internal_value=0 0.000266698 0.000487094 0.000374941 0.000211239 0.000493194 0.000496633 0.000244397 0.000276075 0.000498736 0.000339229 0.00049514 0.000244439 0.000447777 0.000508829 0.000111467 0.000473783 0.000250079 0.000383872 0.000468687 0.000457429 0.000165864 0.000462806 0.000436137 0.000591572 0.000328219 0.000477172 0.000468298 0.00052468 0.000515229
internal_weight=0 673 2448 228 445 2351 2303 334 238 2279 97 2194 184 144 1337 111 857 84 54 779 513 96 477 167 85 48 310 121 78 1127
internal_count=3121 673 2448 228 445 2351 2303 334 238 2279 97 2194 184 144 1337 111 857 84 54 779 513 96 477 167 85 48 310 121 78 1127
is_linear=0
shrinkage=0.00196078


Tree=9982
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 2 2 4 14 0 1 12 4 49 13 0 2 2 50 2 1 1 40 15 16 1 1447 4
split_gain=7.55409 0.907901 0.732957 0.504286 0.458015 0.382357 0.322639 0.232898 0.239386 0.194125 0.145778 0.138568 0.137917 0.132476 0.117891 0.104717 0.0975848 0.0938251 0.0926784 0.0826427 0.075436 0.0738969 0.107867 0.0717993 0.0695156 0.0672036 0.0666936 0.0665385 0.0637494 0.061016
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.08864000000000001 0.27834500000000006 0.14753000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10803500000000001 -0.17966999999999997 0.076175000000000007 -0.23194499999999998 0.10124500000000002 0.13597000000000004 -0.0096849999999999974 -0.012034999999999999 -1.0000000180025095e-35 -0.071339999999999987 0.11389000000000002 0.092235000000000025 0.041865000000000006 0.088850000000000012 0.081315000000000012 0.12958500000000003 -0.063404999999999989 -0.087894999999999987 -0.073404999999999984 0.12000500000000001 -0.082659999999999997 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 15 7 10 27 23 -5 21 -1 17 14 26 -2 24 19 29 -11 25 -4 28 -9 -10 -7 -8 -3 -23 -13
right_child=1 5 6 9 -6 20 13 8 16 12 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069424025515184046 0.00036721202152251609 0.00028990938031842045 0.0005893667124952385 0.00055578774092206466 0.00029700908333596892 0.00014983990764637177 0.00058447224171043286 0.00053037830002592627 0.00032440940968457674 0.0005161089073566973 0.0006929452220598856 0.00058855103594916203 0.00032948386050318177 0.00042353745993805502 0.00050437535222189612 0.00052375657148881537 0.00034474724825440332 0.00031349916978940076 0.00040693945207056549 0.00039599338354652421 0.00024280830041107618 0.00066529079725472005 0.00044445858698086149 0.00036805229809354334 0.00021549095609296062 1.7112552224859304e-05 0.00054015839255074527 0.0001693475075451789 0.00055743523600343414 0.00051016777507738179
leaf_weight=22 20 24 907 31 74 55 203 22 33 49 46 70 85 39 243 92 70 20 21 40 23 23 31 20 71 20 366 66 251 84
leaf_count=22 20 24 907 31 74 55 203 22 33 49 46 70 85 39 243 92 70 20 21 40 23 23 31 20 71 20 366 66 251 84
internal_value=0 0.000303353 0.000549728 0.000475133 0.000416712 0.000251163 0.000564654 0.0002853 0.000320218 0.000411709 0.0005846 0.000547572 0.000388687 0.000535167 0.000540528 0.000495802 0.000288148 0.000434854 0.000529134 0.000462124 0.000144572 0.000580488 0.000554086 0.00045308 0.000250052 0.000114446 0.000555968 0.000201497 0.000566489 0.000545797
internal_weight=0 590 2531 422 186 404 2109 306 216 225 1258 197 194 851 812 112 174 109 175 89 98 1212 305 42 104 75 569 90 274 154
internal_count=3121 590 2531 422 186 404 2109 306 216 225 1258 197 194 851 812 112 174 109 175 89 98 1212 305 42 104 75 569 90 274 154
is_linear=0
shrinkage=0.00196078


Tree=9983
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 2 4 2 2 1 2 11 49 2 11 4 40 2 0 2 1 2 4 15 12 133 15 16 3 4
split_gain=6.66825 1.07456 0.489426 0.463237 0.423601 0.308755 0.252025 0.237741 0.198923 0.196827 0.186671 0.125731 0.1076 0.0917841 0.0877782 0.0850717 0.0777472 0.0770742 0.0689393 0.0735733 0.0607664 0.0581416 0.0562482 0.0539651 0.0529134 0.0533464 0.0526718 0.055841 0.0527589 0.0502065
threshold=0.104035 -0.059315 -0.029094999999999999 0.27834500000000006 0.14285500000000004 0.13501500000000002 0.27834500000000006 -1.0000000180025095e-35 0.089775000000000008 0.09253500000000002 0.10731 1.0000000180025095e-35 -0.054984999999999992 0.31358000000000003 1.0000000180025095e-35 -0.062539999999999984 -0.077474999999999988 0.094835000000000017 -0.11437499999999999 0.094215000000000007 0.091450000000000017 0.11411 0.061775000000000004 -0.41942499999999994 0.09202500000000001 0.082925000000000013 -0.46471999999999997 -0.06421499999999998 0.14121000000000003 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 12 7 6 8 16 11 17 22 20 -2 -6 18 -12 -3 -1 19 -10 -4 -5 -9 -23 25 -20 -17 28 -28 -29
right_child=1 4 5 21 13 -7 -8 10 14 -11 15 -13 -14 -15 -16 26 -18 -19 24 -21 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00055471829069865411 0.00034492919617180341 0.00024492267446571143 0.00053935487661591389 0.00035205397043308828 0.00016375038728581428 0.00034510218283154961 0.00031223795592532543 0.00045296953711835436 0.00036935624126060258 0.00032249955345410716 0.00038780093255664117 0.00062407441743561772 0.00048808754951346154 3.2332806163869887e-05 0.00056284707745616366 0.00032611179905121817 0.00013389292905586404 0.00042354117804849629 0.00049020195919969862 0.00049570724486546597 0.00050206412940296608 0.00030306784601087422 0.00033902608280218246 0.00017875554777827918 0.00048578166141947487 0.00054512750761058666 0.0003133590376584878 0.00023734974344289327 0.00021013954551409061 0.00010964885491001255
leaf_weight=26 24 48 1109 31 84 39 22 31 34 67 21 62 127 27 77 32 49 51 123 37 198 29 36 25 433 152 45 29 33 20
leaf_count=26 24 48 1109 31 84 39 22 31 34 67 21 62 127 27 77 32 49 51 123 37 198 29 36 25 433 152 45 29 33 20
internal_value=0 0.000292793 0.000511087 0.000400157 0.000237106 0.000518071 0.000521073 0.000271091 0.000523138 0.000400214 0.000303394 0.000537798 0.000465334 0.000131784 0.000499692 0.000270507 0.000188835 0.000467835 0.000493449 0.000435201 0.000533706 0.000284371 0.000391746 0.000245516 0.000499291 0.000520561 0.000255015 0.000237101 0.000269689 0.000185227
internal_weight=0 691 2430 236 455 2286 2247 344 2225 144 247 1369 151 111 856 180 97 77 779 71 1307 85 67 54 708 275 159 127 78 49
internal_count=3121 691 2430 236 455 2286 2247 344 2225 144 247 1369 151 111 856 180 97 77 779 71 1307 85 67 54 708 275 159 127 78 49
is_linear=0
shrinkage=0.00196078


Tree=9984
num_leaves=31
num_cat=0
split_feature=1 3 1 46 4 402 2 1 10 123 2 3 3 0 159 2 15 12 0 158 483 3 13 16 159 456 1452 1429 484 484
split_gain=0.237552 0.054068 0.0311603 0.0354731 0.0245517 0.0240013 0.0218721 0.0193652 0.0190521 0.015646 0.0144247 0.0150092 0.0258549 0.0264842 0.0179523 0.0195857 0.0172858 0.0201469 0.0137814 0.0136794 0.0132032 0.0129547 0.0133897 0.0143366 0.0153823 0.0127666 0.0127391 0.0148354 0.0511972 0.0348419
threshold=0.10337500000000001 -0.063814999999999997 0.14262000000000002 0.081930000000000017 0.40124500000000002 0.086055000000000006 0.091265000000000013 0.13075500000000004 -0.062879999999999978 0.11679000000000002 0.15109000000000003 -0.14186499999999996 -0.097604999999999983 -0.038659999999999993 0.083870000000000014 0.10402500000000002 0.040760000000000005 0.089410000000000003 -0.089269999999999988 -0.45617999999999997 0.086010000000000017 -0.076969999999999997 0.0061450000000000003 -0.081299999999999983 -0.072599999999999984 0.092050000000000007 0.086765000000000023 0.084770000000000012 0.073690000000000019 0.088375000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 9 6 7 19 -2 -4 20 11 16 13 -13 18 -16 17 -8 -14 -1 25 22 23 -20 -25 -3 27 -21 -29 -30
right_child=1 2 8 -5 -6 -7 10 -9 -10 -11 -12 12 14 -15 15 -17 -18 -19 21 26 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0036155129585844965 0.0054756524622752434 0.0032243562993324519 -0.00131961040010321 0.0074500658398028476 0.0023071767980582083 0.0015414739559803691 0.0041036242975678759 0.0028822575120584053 0.0020784347539982311 0.00040473671746440228 0.0026691673988742488 0.0047523643245528406 0.0043226813716226373 0.00032731493535850733 0.0079124689866560249 0.005001728446790722 0.0091822964744642382 0.007892376350238919 0.0084605975941355743 0.0059577382628001408 0.0048987269680682488 0.0049364257899216059 0.0043380580436533844 0.0085553337261080747 0.0055633419422341174 0.00066531132906675347 0.0075674981531768069 0.0070649361126882918 -0.00047595085523663211 0.0051578751986935028
leaf_weight=26 188 272 21 20 22 21 32 34 77 20 21 38 149 21 53 41 20 25 28 1369 44 244 39 20 122 21 46 43 23 21
leaf_count=26 188 272 21 20 22 21 32 34 77 20 21 38 149 21 53 41 20 25 28 1369 44 244 39 20 122 21 46 43 23 21
internal_value=0 0.00355955 0.00293887 0.00335182 0.00563249 0.0047728 0.00566321 0.00507847 0.00135028 0.00312223 0.00525756 0.0053229 0.00518726 0.00317735 0.00535764 0.00664289 0.00665287 0.00576536 0.00515695 0.00588967 0.0032835 0.00543135 0.00600916 0.00639254 0.00598475 0.00304094 0.00592903 0.00587727 0.00461104 0.00221292
internal_weight=0 718 475 377 2403 243 2381 222 98 357 853 832 755 59 696 94 77 57 602 1528 337 453 209 170 142 293 1502 1456 87 44
internal_count=3121 718 475 377 2403 243 2381 222 98 357 853 832 755 59 696 94 77 57 602 1528 337 453 209 170 142 293 1502 1456 87 44
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=31
num_cat=0
split_feature=1 52 3 1456 4 48 2 9 2 0 4 12 14 51 2 0 147 3 2 15 133 150 160 156 3 1 0 13 0 16
split_gain=0.192826 0.048868 0.0303185 0.0217747 0.0199559 0.0197697 0.0195104 0.0248477 0.0255786 0.0261734 0.0210248 0.0194596 0.0186608 0.0210251 0.017899 0.0174045 0.0243803 0.0157775 0.0157138 0.0154524 0.0146289 0.0216499 0.0193452 0.0175207 0.0289612 0.0205708 0.0256641 0.0153589 0.0141084 0.0194794
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 -0.049894999999999995 0.40124500000000002 0.15372000000000002 0.14753000000000002 -1.0000000180025095e-35 0.10276500000000001 0.024095000000000002 -0.031404999999999995 -0.42850999999999995 -0.47013499999999991 -0.065634999999999985 0.092120000000000021 -0.18901999999999997 1.0000000180025095e-35 -0.10519499999999998 0.15950500000000004 -0.09095499999999998 0.017095000000000003 0.083555000000000004 1.0000000180025095e-35 0.11386000000000002 0.097915000000000016 1.0000000180025095e-35 -0.038659999999999993 -0.07743499999999999 -0.077084999999999987 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 14 6 7 -5 9 17 -10 -4 -12 -14 -1 16 -15 -9 -13 -8 21 22 23 24 25 26 28 -22 -16 -30
right_child=1 2 11 5 -6 -7 19 8 10 -11 12 18 13 15 20 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0052975474235129405 0.0053993254134224525 0.0060938541693612933 0.0032549997512251144 0.0016064114900927963 0.0020764590971256523 6.6741904066432099e-05 0.002729741052192237 0.0080037781503051516 0.0062223521718988194 0.0016110518326361975 0.0057456845859996976 0.001404283079255433 0.00014881585844822467 0.0069406498841050532 0.0034257668113314558 0.0023739466326296089 0.00222792656873242 0.0049047964651633622 -0.0018451256800538184 -0.00070147298143378328 0.0060558014138702796 0.0016276765506648061 0.0058127914743884256 0.0064719901484405181 0.00083881342935845688 0.0061408441807345856 0.0013764244038611652 0.0047037989675710792 0.0079672201536595821 0.0043850905518786655
leaf_weight=1574 90 25 35 64 22 21 35 20 20 21 20 46 31 23 87 123 21 92 22 21 129 28 88 29 28 46 36 241 20 63
leaf_count=1574 90 25 35 64 22 21 35 20 20 21 20 46 31 23 87 123 21 92 22 21 129 28 88 29 28 46 36 241 20 63
internal_value=0 0.0032175 0.00291068 0.00321212 0.00507436 0.00307141 0.00319992 0.00342609 0.00374 0.00485074 0.00311929 0.00133912 0.0028346 0.00254056 0.0051022 0.00298453 0.0046914 0.00545819 0.000353004 0.00144304 0.00471543 0.00431518 0.00450473 0.00413221 0.00388987 0.00422888 0.00380193 0.00517517 0.00431557 0.00524825
internal_weight=0 730 640 537 2391 512 491 435 371 133 238 103 218 198 2369 167 44 112 68 56 795 425 397 309 280 252 206 370 170 83
internal_count=3121 730 640 537 2391 512 491 435 371 133 238 103 218 198 2369 167 44 112 68 56 795 425 397 309 280 252 206 370 170 83
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 1 2 4 14 4 2 1 131 2 2 52 1 2 12 15 34 151 47 52 4 0 3 13
split_gain=5.83122 0.930687 0.605399 0.466112 0.348888 0.257013 0.233826 0.20711 0.172286 0.163943 0.154564 0.13419 0.130423 0.0652531 0.0602661 0.0892461 0.0594861 0.053851 0.0680099 0.104925 0.055901 0.0501112 0.0448669 0.0439114 0.0479073 0.038788 0.043869 0.0690815 0.0380013 0.0371443
threshold=0.104035 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.13712500000000002 0.09253500000000002 0.14285500000000004 0.40945500000000007 0.062655000000000016 0.40473500000000007 0.089885000000000007 0.091195000000000012 0.086835000000000009 0.31358000000000003 0.094835000000000017 -0.56176499999999996 0.088975000000000012 0.097845000000000015 0.095780000000000018 -0.059484999999999989 -1.0000000180025095e-35 -0.088784999999999989 0.090100000000000013 0.40674500000000008 -0.39518999999999993 -0.070154999999999981 0.086245000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 23 6 10 16 9 -4 12 -6 13 25 15 -10 -1 -14 20 -20 -19 -18 -11 -3 -25 26 -5 28 -28 -24
right_child=1 2 8 5 11 -7 -8 -9 14 22 -12 -13 17 -15 -16 -17 21 18 19 -21 -22 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.00045561317247682747 0.00041868830314992136 0.0002605810900237046 0.00023671834861422136 0.00052276850372803309 0.0003833125925326259 0.00020363355701442297 0.00027437329958351588 0.00023020071617742188 7.1895154819469014e-05 5.7669292743268767e-05 0.00051099504288956959 0.00023296073809765783 0.00047435694791604221 0.00040658141202862909 0.00015337444991734414 -7.6623746107204585e-05 0.00039390447052690611 0.00042345100405574406 0.00023590176815257581 0.00040065601475042895 0.00038829881437466853 0.00026980441598198416 0.00010844387785148095 0.00017822076627209077 0.00027748965497374756 0.00037350258043765058 0.00044846025855293993 0.00034431618544221107 0.00036785219973056417 0.00021027985379364197
leaf_weight=26 76 40 66 28 74 20 38 67 70 38 86 33 43 210 22 20 29 412 23 42 301 22 40 170 21 29 1005 26 23 21
leaf_count=26 76 40 66 28 74 20 38 67 70 38 86 33 43 210 22 20 29 412 23 42 301 22 40 170 21 29 1005 26 23 21
internal_value=0 0.000213986 0.000188689 0.000418119 0.000244381 0.000424935 0.000426888 0.000309919 0.000120732 0.000161021 0.000429489 0.000336942 0.000426217 0.000438279 6.13788e-05 3.8891e-05 0.000379284 0.000406809 0.000403076 0.000342358 0.000408611 0.000340371 0.000110556 0.000201507 0.000189135 0.00044427 0.000446167 0.000444132 0.000446657 0.000143502
internal_weight=0 691 615 2430 338 2286 2266 144 277 165 2228 107 2142 1321 112 90 77 821 778 65 713 51 99 231 191 1111 1082 1054 1028 61
internal_count=3121 691 615 2430 338 2286 2266 144 277 165 2228 107 2142 1321 112 90 77 821 778 65 713 51 99 231 191 1111 1082 1054 1028 61
is_linear=0
shrinkage=0.00196078


Tree=9987
num_leaves=31
num_cat=0
split_feature=1 52 3 15 41 393 1456 2 9 41 484 15 52 16 133 457 15 160 3 12 1454 16 0 1213 15 43 133 393 1210 3
split_gain=0.184798 0.0456182 0.0274378 0.0195113 0.0274992 0.0270535 0.0193535 0.0184421 0.0284902 0.0198658 0.0182832 0.0174189 0.0227393 0.0253274 0.0184059 0.0172501 0.0205276 0.0274184 0.0169192 0.0163263 0.0161286 0.0164123 0.0187264 0.0196952 0.0294611 0.0241629 0.0217331 0.0181219 0.0159824 0.0204262
threshold=0.10312500000000001 -0.40967499999999996 0.31370500000000007 0.040760000000000005 0.07677500000000001 0.086030000000000009 -0.049894999999999995 0.11682500000000001 -1.0000000180025095e-35 0.08690500000000001 0.11136 0.087685000000000013 -0.010034999999999999 -0.095094999999999985 -0.14816999999999997 0.080930000000000016 -0.41942499999999994 -0.077849999999999989 -0.096544999999999978 -0.42850999999999995 0.093640000000000015 0.16703000000000004 -0.14001499999999997 -0.081109999999999988 0.088235000000000022 -0.0061399999999999988 -0.0081349999999999981 0.10585500000000002 -0.087769999999999973 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 11 10 -3 8 -8 -9 -1 12 -5 -14 -15 16 17 -10 -18 -4 21 22 -13 25 -25 26 -24 -26 -16 -30
right_child=1 2 19 4 -6 -7 7 9 15 -11 -12 20 13 14 28 -17 18 -19 -20 -21 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=0.0045537867851643109 0.0051452014573927351 0.0057442914042621848 0.0030005646459176204 0.0081663188291713606 0.0078054948997879894 0.0012632298671330015 0.0015308925796489348 0.0018643672391666162 0.005199908776849043 0.0051039027220602818 0.0061252608453218321 0.0078152358711866491 0.0029077422348908278 0.0080746166408061978 0.0034613098923323886 0.0020741928263478689 0.0075085130187549773 0.00023235638160258533 0.0044443715849568641 0.00034244676623048319 0.0021678688562647235 0.0020390899013727906 0.0088172838012747553 0.0016376423853216695 0.0046153174359794763 0.0046157438077047584 0.0047627670969814066 0.0071945688863895062 0.0053940479039501533 0.0083121509256738214
leaf_weight=1178 90 25 35 32 38 24 64 192 20 21 79 22 37 29 36 42 21 25 127 68 23 20 39 32 449 62 20 29 215 27
leaf_count=1178 90 25 35 32 38 24 64 192 20 21 79 22 37 29 36 42 21 25 127 68 23 20 39 32 449 62 20 29 215 27
internal_value=0 0.00303717 0.00274073 0.00485496 0.00516184 0.00458905 0.00302749 0.00289483 0.00340139 0.00218376 0.00465255 0.00506813 0.00561656 0.00537938 0.00567726 0.0039108 0.00431047 0.00244016 0.00487915 0.00124569 0.00477185 0.00486084 0.00494727 0.00484727 0.00457515 0.00599426 0.00744287 0.0047718 0.00542718 0.00571962
internal_weight=0 730 640 2391 1110 1281 537 512 299 213 1257 1072 376 344 307 235 193 45 148 103 696 673 653 631 510 121 59 478 278 242
internal_count=3121 730 640 2391 1110 1281 537 512 299 213 1257 1072 376 344 307 235 193 45 148 103 696 673 653 631 510 121 59 478 278 242
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=31
num_cat=0
split_feature=1 1 12 1213 10 34 402 124 10 13 133 49 457 97 2 0 3 16 12 150 157 42 11 11 4 43 3 150 132 11
split_gain=0.150679 0.0384467 0.0309053 0.0224419 0.0197891 0.0211914 0.0221665 0.0210795 0.0205907 0.0197733 0.0258146 0.0231766 0.0199776 0.0179909 0.0176925 0.0175404 0.0156257 0.0152316 0.0149049 0.0264877 0.0210417 0.0169758 0.0173077 0.0152564 0.0272168 0.0162584 0.0199044 0.0172136 0.0147631 0.0144673
threshold=0.11690500000000002 0.089770000000000016 0.085055000000000006 0.0036000000000000003 -0.079859999999999987 -0.038779999999999995 0.09388500000000001 0.0049200000000000008 -0.38851999999999992 -0.08971999999999998 0.087035000000000015 -0.006494999999999999 0.10613500000000002 -0.079444999999999988 0.13404500000000005 -0.074824999999999989 0.10732000000000001 0.13751500000000003 0.087695000000000009 0.10980500000000001 -0.11947499999999998 0.097020000000000009 0.080150000000000013 0.080150000000000013 -0.15464999999999998 -0.17390999999999998 -0.096099999999999977 0.08882000000000001 0.082150000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 9 -4 8 13 7 15 -2 11 12 -3 28 -6 16 -7 18 -16 19 20 -1 22 29 24 -20 -26 -27 -28 -11 -22
right_child=4 2 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 17 -17 -18 -19 23 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0077937193225952805 0.001850408326302256 0.0032362573150749086 0.0043970366366057083 0.0010424405957261721 0.002235818996753854 0.0023283970975041617 -0.00038395631820007807 2.3258204402571376e-05 -0.0021718303742818534 0.0043299517115443263 0.0012174344517062513 -0.00060028273484579505 0.00087022587950658916 -0.001825171367963776 0.0010150810306960786 0.0040211455850792978 0.0018811390692876143 0.0045597607926042239 0.00095855430513620387 0.0016332907155156137 0.0047583654502832903 0.0070776411049971082 0.0018590860208496452 0.0065425206096200589 0.0057903271976529683 0.0023069178984272032 0.0042157286755413071 0.0066584287211298946 0.0016977888187587572 0.0070704914829028513
leaf_weight=25 35 32 396 21 24 112 21 22 20 190 49 31 22 20 27 135 22 22 25 25 808 33 20 29 68 53 752 30 24 28
leaf_count=25 35 32 396 21 24 112 21 22 20 190 49 31 22 20 27 135 22 22 25 25 808 33 20 29 68 53 752 30 24 28
internal_value=0 0.00424899 0.00364746 0.0042281 0.00214542 0.00243485 0.00274512 0.00298939 0.000387776 0.00295169 0.00330609 0.00134844 0.00373976 0.000389914 0.00448294 0.00325358 0.00453088 0.00260657 0.00456162 0.00484468 0.00493252 0.00485206 0.00476626 0.00428389 0.00421331 0.00430342 0.00418233 0.00430944 0.00403476 0.00483581
internal_weight=0 2732 765 417 389 334 290 269 55 348 285 63 236 44 1967 247 1918 49 1896 939 914 889 856 957 928 903 835 782 214 836
internal_count=3121 2732 765 417 389 334 290 269 55 348 285 63 236 44 1967 247 1918 49 1896 939 914 889 856 957 928 903 835 782 214 836
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 4 12 2 2 2 4 15 47 52 1 124 14 14 16 52 13 3 43 50 1 2 0 0 0
split_gain=14.049 1.62046 1.51814 0.97333 0.810571 0.728985 0.481406 0.448737 0.356374 0.340971 0.327787 0.267966 0.254941 0.189065 0.184103 0.212366 0.180908 0.175854 0.163357 0.178085 0.147087 0.131315 0.131075 0.114423 0.11433 0.108383 0.104296 0.132833 0.104026 0.100256
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092845000000000025 0.27834500000000006 0.14285500000000004 -0.17966999999999997 0.091545000000000015 -1.0000000180025095e-35 0.10803500000000001 0.11389000000000002 0.015030000000000002 0.13592500000000005 0.077555000000000013 1.0000000180025095e-35 0.10124500000000002 -0.072314999999999977 0.076175000000000007 0.062655000000000016 0.083160000000000026 -0.52606999999999993 -1.0000000180025095e-35 0.092670000000000016 -0.082689999999999986 0.041865000000000006 0.12958500000000003 0.088930000000000023 -0.13027499999999997 -0.050684999999999994 -0.079829999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 20 8 -5 17 -3 25 13 12 -9 18 15 16 -8 26 19 22 -2 -11 29 -17 -7 -10 -4 -28 -22 -1
right_child=1 5 7 6 -6 24 14 11 9 21 -12 -13 -14 -15 -16 23 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00066916825332634768 0.00073698573127514179 0.00023608957056142795 0.00074391333393050707 0.00071295870165405818 0.0003494527114423956 0.00011739872557792121 0.0003823703107964091 0.00070429372948400525 0.00063663045219984073 0.00029600253242231567 0.00044442271176195258 0.00061132289581939954 0.00047951489540876125 0.0008225818650395263 0.00059905804846429147 0.0004229450196612115 0.00060333260678213305 0.00085703037672843669 0.00083265976432491751 0.00076063321037110273 0.00061272418841260489 0.00040960774274817122 0.00047147980735117627 0.00026649332256557437 0.00026598399797198821 0.00043719173719485596 0.00055869353708048108 0.00071372502355860745 0.00045337142174094771 0.00051732769394232563
leaf_weight=82 28 90 920 28 74 85 28 646 22 94 23 175 20 35 22 32 29 46 20 39 63 67 22 41 26 20 23 279 21 21
leaf_count=82 28 90 920 28 74 85 28 646 22 94 23 175 20 35 22 32 29 46 20 39 63 67 22 41 26 20 23 279 21 21
internal_value=0 0.00035725 0.000693241 0.000585886 0.000508696 0.000287525 0.000476698 0.000714722 0.000338791 0.000384323 0.0006671 0.000679602 0.000697544 0.000690486 0.000433176 0.000405104 0.00049479 0.000738015 0.000665359 0.000644957 0.000613911 0.000343279 0.000608866 0.000335075 0.000152202 0.00054166 0.000733535 0.000701918 0.000572886 0.00063821
internal_weight=0 590 2531 422 186 404 180 2109 293 203 242 841 666 219 152 130 57 1268 184 164 112 161 125 73 111 42 1222 302 84 103
internal_count=3121 590 2531 422 186 404 180 2109 293 203 242 841 666 219 152 130 57 1268 184 164 112 161 125 73 111 42 1222 302 84 103
is_linear=0
shrinkage=0.00196078


Tree=9990
num_leaves=31
num_cat=0
split_feature=1 52 2 133 10 2 4 51 159 0 45 124 2 12 454 160 0 52 2 131 1 52 2 2 1429 50 129 159 1204 403
split_gain=0.165408 0.0416306 0.0253061 0.0225885 0.0290933 0.026684 0.0198269 0.0195729 0.0188187 0.0192427 0.0181488 0.0185525 0.0164364 0.0158588 0.0152966 0.0188188 0.0199102 0.0149429 0.0145563 0.0139116 0.0135728 0.0135515 0.0126659 0.0352726 0.0291848 0.0248275 0.0203837 0.0186968 0.0181446 0.0176293
threshold=0.10312500000000001 -0.40967499999999996 0.13754500000000003 0.089200000000000015 0.094860000000000014 -0.13033999999999998 0.40124500000000002 0.088785000000000017 0.078675000000000009 -0.10011499999999998 0.081955000000000014 -0.076779999999999987 0.14122000000000004 -0.064509999999999984 -1.0000000180025095e-35 0.098320000000000005 -0.019414999999999998 -0.024714999999999997 0.11362000000000001 0.09031500000000002 0.077845000000000011 -0.037344999999999996 0.08647500000000001 0.086675000000000016 0.084545000000000009 0.11875500000000001 -0.048309999999999992 0.11292000000000001 -0.082759999999999986 -0.019354999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 19 3 4 5 -3 10 8 9 -4 11 20 22 -11 -7 16 18 -5 -16 -2 -1 -9 24 -24 25 27 -25 29 -28 -13
right_child=1 2 7 17 -6 14 -8 21 -10 13 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 26 -26 -27 28 -29 -30 -31
leaf_value=0.0044403852747851294 0.0055518290649007006 0.0064063469633563524 0.0018483292660675943 -0.00093044328665279827 0.00040193056015090813 0.00045844698790460826 0.0014985872355861253 0.0013392141953642881 0.0022342008197816406 -0.0038248576399928427 0.0071420192879696311 0.0045620186065504212 0.0025560126324729402 0.00015745176198834088 0.0040684111787366774 0.0062797278433572501 0.0011439424844204703 0.0022274024762906309 0.0025760022486277768 0.0027760592363774775 0.0018988027238594171 0.0044504310345343714 0.00020422715693712234 0.0015509499765660926 0.0016135408646530576 0.0019031978196065982 0.0071600750144571075 0.0024467040784657001 0.0044381903694577386 0.0054848949772509743
leaf_weight=38 65 27 22 23 36 20 22 28 41 20 26 343 41 20 155 20 44 43 113 25 47 28 20 24 27 26 25 27 1203 522
leaf_count=38 65 27 22 23 36 20 22 28 41 20 26 343 41 20 155 20 44 43 113 25 47 28 20 24 27 26 25 27 1203 522
internal_value=0 0.00276699 0.00248381 0.00284534 0.00311863 0.00337668 0.00448678 0.00139011 0.000572013 -0.000527175 0.00451453 0.00448537 0.00453997 -0.0018337 0.00314429 0.00330608 0.00311547 0.00112694 0.00343915 0.00478078 0.00303504 0.00289482 0.00457666 0.00437064 0.00485397 0.00494927 0.00443719 0.00503806 0.0044936 0.00511895
internal_weight=0 730 640 481 415 379 2391 159 103 62 2369 2343 2258 40 352 332 312 66 268 90 85 56 2217 1272 945 918 1252 892 1228 865
internal_count=3121 730 640 481 415 379 2391 159 103 62 2369 2343 2258 40 352 332 312 66 268 90 85 56 2217 1272 945 918 1252 892 1228 865
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=31
num_cat=0
split_feature=1 4 2 132 133 10 43 15 0 1 15 0 132 3 374 457 1 10 3 45 4 3 3 16 2 15 1447 15 1212 16
split_gain=0.13398 0.0343945 0.0262621 0.0206293 0.023964 0.0222153 0.0255724 0.0188346 0.0259668 0.0209862 0.0346381 0.0176942 0.0152617 0.0172995 0.0201845 0.018109 0.018066 0.0152275 0.0135578 0.013147 0.0140027 0.0276506 0.0232895 0.0231183 0.0207446 0.0178184 0.0162726 0.0182133 0.0224262 0.0295251
threshold=0.10312500000000001 -0.39518999999999993 0.13754500000000003 -1.0000000180025095e-35 0.089200000000000015 0.094860000000000014 0.084740000000000024 -0.042209999999999991 -0.10474999999999998 0.14000500000000002 -0.40580499999999992 0.22582000000000002 0.081465000000000024 0.11658 0.086450000000000013 -0.072694999999999996 0.13021500000000003 -1.0000000180025095e-35 -0.0063699999999999989 0.081955000000000014 -0.082249999999999976 0.092670000000000016 -0.14989499999999997 -0.5335399999999999 0.10855000000000002 -0.028889999999999996 -0.085804999999999979 0.091295000000000015 0.090840000000000018 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 5 6 12 8 -4 -10 -11 17 13 14 15 -5 -15 -1 -6 20 24 22 -22 -24 26 -23 -19 28 -28 -30
right_child=1 2 7 4 18 -7 -8 -9 9 10 -12 -13 -14 16 -16 -17 -18 19 -20 -21 21 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0021291217603720725 0.0046495421321753327 -0.00030655043361627537 0.0041825134427316731 0.0068534789199475206 0.001961664922357081 0.00055255666304605475 0.00605957825978597 -0.0011174330759483079 0.0022170236023763817 0.0019907274050638079 -0.0036872076591299404 0.0011481514111870812 0.00086097302846610546 0.001357035938029488 0.00066673948662355543 0.0036867613762414327 0.0045607181314034793 0.0023895334993158622 -0.0010946011005823189 0.0064253305166857904 0.0012316346354782582 0.0032081543088511182 0.0074223994743078947 0.0040012520452425218 0.0020416879222135654 -0.00072994439746253191 0.0051982492049253851 0.0030345988366337097 0.005437650583353975 0.0011705613506766148
leaf_weight=40 67 23 31 20 47 33 30 30 51 22 21 21 30 75 20 186 23 31 21 24 30 27 20 1593 33 20 431 56 31 34
leaf_count=40 67 23 31 20 47 33 30 30 51 22 21 21 30 75 20 186 23 31 21 24 30 27 20 1593 33 20 431 56 31 34
internal_value=0 0.00249029 0.00227209 0.00261974 0.00275851 0.00304237 0.00325634 0.0011327 0.00167273 0.00084503 -0.000782218 0.0040381 0.00301877 0.00321857 0.00369974 0.00399421 0.00210892 0.00406371 0.00101782 0.00409692 0.00407269 0.00392391 0.00399233 0.00404367 0.00448084 0.00153237 0.00461891 0.00474411 0.00493712 0.00320563
internal_weight=0 730 663 508 485 417 384 155 125 94 43 2391 354 324 226 206 98 2370 68 2330 2306 1690 1643 1613 616 47 583 552 496 65
internal_count=3121 730 663 508 485 417 384 155 125 94 43 2391 354 324 226 206 98 2370 68 2330 2306 1690 1643 1613 616 47 583 552 496 65
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 1 2 4 2 14 2 2 13 52 4 1 1 457 12 4 15 1 47 16 16 16 159 3 15
split_gain=5.13351 0.843399 0.522819 0.45089 0.377403 0.247758 0.224242 0.18798 0.171639 0.134432 0.11086 0.0915558 0.0814229 0.0691855 0.0629121 0.0578584 0.0672296 0.050524 0.0492563 0.0741654 0.0536204 0.0492405 0.0377096 0.0371616 0.0399716 0.0443579 0.0364383 0.0362503 0.0491389 0.0361483
threshold=0.104035 -0.40967499999999996 0.13604000000000002 -0.029094999999999999 0.088105000000000003 0.36766000000000004 0.09253500000000002 0.089885000000000007 0.40473500000000007 0.13712500000000002 0.062655000000000016 0.17025000000000004 0.094835000000000017 -0.004174999999999999 -0.56176499999999996 -0.17966999999999997 0.11669000000000002 0.091195000000000012 0.080930000000000016 0.086915000000000006 0.04735000000000001 -0.053579999999999996 0.11588000000000001 0.080455000000000013 -0.29154999999999992 -0.53943499999999989 -0.45661999999999997 0.082585000000000006 -0.091054999999999983 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 15 7 12 10 22 14 17 13 -1 -4 -9 -3 23 -5 20 -20 27 -14 -6 24 25 -17 -22 -16 -29 -26
right_child=1 2 11 5 8 -7 -8 9 -10 -11 -12 -13 21 -15 18 16 -18 -19 19 -21 26 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.00047055960802830539 0.00041883525590463261 0.00029877076442001249 0.00010586877012577772 0.00043994635943657304 0.00041722622426117168 0.00020492353385277823 0.00022613186893980858 0.00048000318814889512 0.0002197863670139044 0.00028771988553032509 0.00052085035602300383 3.7317133850368467e-05 0.00038670740680756915 0.0002045747324568676 0.00041059972735411324 0.00019425088967717089 0.00015806351271882617 0.00040678262157516987 0.00026534320078972802 0.00042295637482415332 0.00042302175229337033 0.0002629115749724439 0.00033553328259578195 0.00029128630131876885 0.00020356407012958597 0.00031475295762881599 0.00036040898593673275 0.00039510723107900376 0.00050633804676200448 0.00011152564008815003
leaf_weight=26 76 21 86 1111 42 20 67 43 40 38 60 49 30 40 514 24 126 210 24 22 49 21 45 23 75 23 132 26 37 21
leaf_count=26 76 21 86 1111 42 20 67 43 40 38 60 49 30 40 514 24 126 210 24 22 49 21 45 23 75 23 132 26 37 21
internal_value=0 0.000223968 0.000199887 0.000415501 0.000235942 0.000422204 0.000309082 0.000424122 0.000326094 0.000401813 0.000438418 0.000109236 0.000381259 0.000137204 0.000406932 0.000199362 0.000192213 0.000434674 0.000403023 0.000340723 0.000406804 0.000335733 0.000374971 0.000218134 0.000206368 0.00025322 0.000377359 0.000416041 0.000460433 0.000183431
internal_weight=0 691 615 2430 440 2286 144 2266 127 885 1381 175 77 126 847 313 292 1321 804 46 758 51 87 166 143 47 181 577 63 96
internal_count=3121 691 615 2430 440 2286 144 2266 127 885 1381 175 77 126 847 313 292 1321 804 46 758 51 87 166 143 47 181 577 63 96
is_linear=0
shrinkage=0.00196078


Tree=9993
num_leaves=31
num_cat=0
split_feature=1 4 2 3 2 0 42 13 14 131 2 4 43 16 44 14 0 4 1 15 49 43 4 4 0 12 48 1446 0 156
split_gain=0.131653 0.0398561 0.026304 0.0394611 0.020586 0.0184471 0.0177626 0.0272138 0.0206036 0.0197562 0.0386453 0.0155672 0.0198684 0.0188708 0.0149485 0.0152562 0.0222974 0.0306127 0.0309433 0.0184868 0.0209291 0.0177484 0.016895 0.0161456 0.0147488 0.0169818 0.013826 0.0237797 0.0225175 0.0138121
threshold=0.10124500000000002 -0.39518999999999993 0.10252500000000002 -0.017889999999999996 -1.0000000180025095e-35 0.22582000000000002 -0.019989999999999997 -0.012549999999999997 -0.10708499999999999 0.10033500000000002 0.25063000000000007 0.024790000000000003 -1.0000000180025095e-35 -0.42170999999999997 0.081805000000000017 0.062655000000000016 -0.10474999999999998 -0.018869999999999994 0.081670000000000006 -0.095869999999999983 -0.069799999999999987 -0.066504999999999995 0.015030000000000002 0.11275500000000001 -0.036484999999999997 0.092465000000000006 0.093265000000000015 0.11018500000000002 -0.030209999999999997 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 24 -5 14 -4 9 -9 10 -8 12 -10 -13 15 16 17 -1 21 -20 -21 -19 26 -23 25 -3 27 -18 -28 -17
right_child=1 2 6 4 -6 -7 7 8 11 -11 -12 13 -14 -15 -16 29 22 18 19 20 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00044239899725653233 0.0045908208249900969 0.0065348787634665591 -0.00046953275300828478 0.00061926468143262616 0.0035823156185815054 0.00092796733486466109 0.0013331517667587228 0.0052988581820890045 0.0020723119872855023 0.0037859997071791442 -0.0029135517496615649 0.0023059078542612939 0.0059761503399138084 -0.0011943684914149345 0.0066339755721855909 0.0045453066506203925 0.0041287695935444541 0.0027670735800509449 0.0035334588294902536 0.002864332352986648 -0.0014584755253357192 0.0078153559383714495 0.003164419747374149 0.0044325781785774718 0.0023179638766400194 0.0037954393265095263 0.0036712097519609544 0.0068401818036694416 2.8511726122815164e-05 0.0074793135281652212
leaf_weight=24 78 29 35 81 33 20 150 28 32 24 25 67 22 20 21 68 1631 36 39 21 24 21 214 43 46 103 112 33 20 21
leaf_count=24 78 29 35 81 33 20 150 28 32 24 25 67 22 20 21 68 1631 36 39 21 24 21 214 43 46 103 112 33 20 21
internal_value=0 0.00244742 0.00220687 0.00292961 0.00147699 0.00395203 0.0016832 0.00188794 0.0028211 0.00109547 0.00072648 0.00232906 0.00366276 0.00150125 0.00397801 0.00395384 0.00390232 0.0029167 0.00335484 0.00193991 0.000558835 0.00454338 0.00400432 0.00554255 0.00385993 0.00439729 0.0041044 0.00418254 0.00311929 0.0052376
internal_weight=0 773 695 292 114 2348 403 368 169 199 175 141 54 87 2328 2307 2218 208 184 84 45 100 2010 64 178 132 1796 1664 132 89
internal_count=3121 773 695 292 114 2348 403 368 169 199 175 141 54 87 2328 2307 2218 208 184 84 45 100 2010 64 178 132 1796 1664 132 89
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=31
num_cat=0
split_feature=1 4 3 48 399 13 13 0 43 2 2 4 4 133 48 3 12 39 4 16 48 11 1451 2 151 1 1429 0 51 16
split_gain=0.107268 0.0396551 0.026348 0.0299712 0.0260361 0.0209891 0.0190881 0.0157723 0.0223132 0.0513994 0.0304466 0.0380117 0.0222272 0.0203162 0.0158951 0.0156422 0.015677 0.0189104 0.0165271 0.0223006 0.0182745 0.0150821 0.0138313 0.0167766 0.0154022 0.0204285 0.0174373 0.0159816 0.0169785 0.0147198
threshold=0.096325000000000008 -0.39518999999999993 0.31534000000000006 -0.089099999999999999 1.0000000180025095e-35 0.25761500000000009 -0.47860499999999995 -0.074479999999999977 -0.084004999999999982 0.087245000000000003 0.097070000000000004 -0.07168999999999999 -0.52556499999999995 0.089405000000000012 0.091150000000000023 -0.049509999999999992 -0.10022999999999999 0.096625000000000016 0.42642000000000008 -0.4714549999999999 0.086035000000000014 0.093970000000000012 0.088880000000000015 0.10803500000000001 0.009020000000000002 0.085760000000000017 0.087545000000000012 -0.14226499999999997 0.11984500000000002 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 15 -4 22 9 -9 -11 -12 -10 -13 -14 21 -17 18 20 -20 -18 -5 23 24 26 -26 27 29 -29 -1
right_child=1 2 6 4 -6 -7 -8 8 12 10 11 13 14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0044106274161623011 0.004206863340338411 0.0060783655475825076 0.0014948985609225928 0.0030352741141903856 -0.0014038843696471304 0.0053692004615662715 -0.0015610473440779795 -0.0027122332912404091 0.006639616994098538 0.0055105335211070878 -0.0019902708102017643 0.0046604713566149722 0.0034884762422092647 0.00068168023024641334 0.0010047410275936793 0.0040526757887737073 0.00042945207286443886 -3.0242332122138432e-05 0.0061057406291365624 0.0019803485229586888 0.0022741692413462242 0.00083473462275125915 0.0061673670106203015 0.0017001813496235849 0.0034319626733702807 -0.00031962007328513128 0.0016640376563520625 0.0038170044798442634 0.0017521116184070708 0.007116236834554002
leaf_weight=124 96 20 60 231 20 21 31 20 21 30 20 33 323 21 28 27 92 62 20 38 129 36 23 41 47 21 37 1384 41 24
leaf_count=124 96 20 60 231 20 21 31 20 21 30 20 33 323 21 28 27 92 62 20 38 129 36 23 41 47 21 37 1384 41 24
internal_value=0 0.0022881 0.00205405 0.00226327 0.00215039 0.00225876 0.000453862 0.00358968 0.00309218 0.00193046 0.00282328 0.00173386 0.00347942 0.00311316 0.00329034 0.00215589 0.00173313 0.00154947 0.00190052 0.0034029 0.00150623 0.00273857 0.00373134 0.00369875 0.00374758 0.00227339 0.00380984 0.00386032 0.00375759 0.00484937
internal_weight=0 883 787 696 676 656 91 2238 496 124 104 74 372 54 351 635 368 341 279 58 221 267 1742 1719 1678 68 1610 1573 1425 148
internal_count=3121 883 787 696 676 656 91 2238 496 124 104 74 372 54 351 635 368 341 279 58 221 267 1742 1719 1678 68 1610 1573 1425 148
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 2 2 159 14 1 0 15 4 2 15 4 0 12 1 151 11 3 4 0 43 42 0 4 4
split_gain=3.66553 0.607383 0.372504 0.290182 0.210673 0.187456 0.10841 0.107594 0.100255 0.0924551 0.0882223 0.0739559 0.120709 0.0638336 0.080086 0.0586441 0.0538177 0.0510883 0.0448857 0.0444862 0.0442871 0.042831 0.0433393 0.0423274 0.0412372 0.0381738 0.0379571 0.0968033 0.046225 0.0363678
threshold=0.104035 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.092235000000000025 0.11474000000000002 0.14285500000000004 -1.0000000180025095e-35 0.062655000000000016 0.077845000000000011 -0.10474999999999998 -0.10653 0.42051500000000003 0.14285500000000004 -0.41396999999999995 0.0082450000000000006 -0.23091999999999999 0.11734000000000001 0.11588000000000001 -0.088784999999999989 1.0000000180025095e-35 -0.11171999999999999 -0.07712999999999999 -0.14226499999999997 -0.080324999999999994 0.084835000000000008 -0.064339999999999994 -0.51253999999999988 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 20 9 19 17 -4 11 -5 12 -1 14 -10 -15 26 -7 21 -6 -3 22 23 -19 -14 -12 28 -28 -13 -22
right_child=1 2 8 10 6 7 -8 -9 13 -11 25 16 24 15 -16 -17 -18 18 -20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0004302928822020874 0.0003768067075909376 0.0002612061146646738 0.0002535992231765034 0.00035948593649460153 0.00038000637653216819 0.00026253990413330626 0.00019186410596982266 0.00025212937472467747 0.00020762966485702298 0.00046408893416796508 0.00025895866551807538 0.00049589433798602977 0.00033276849859547605 0.00012013419254892705 0.00010156378049549518 2.5585153711759399e-05 0.00033126592408495246 0.00035688041440208856 0.00030279382283409777 0.0002864857700631793 0.00016072520581186922 0.00041075213606200635 0.00036417270088176301 0.00023354268340649559 0.00024151196554942313 0.00015667978765479491 0.00038648627633805423 0.00024778680474150418 0.00040029533122275512 0.00021467960078209672
leaf_weight=38 76 40 26 28 48 21 24 39 62 62 47 20 47 107 49 33 56 23 48 33 90 70 545 20 32 20 592 20 702 103
leaf_count=38 76 40 26 28 48 21 24 39 62 62 47 20 47 107 49 33 56 23 48 33 90 70 545 20 32 20 592 20 702 103
internal_value=0 0.000211438 0.000191002 0.000373285 0.000234688 0.000377607 0.00030761 0.000352463 0.000137696 0.000389882 0.000267055 0.000386829 0.000339484 0.000125691 0.000160808 9.78476e-05 0.000390814 0.000357845 0.00036068 0.000341905 0.000201826 0.000364903 0.000359444 0.000299514 0.000295804 0.000228428 0.000393314 0.000381954 0.000402944 0.00018952
internal_weight=0 691 615 2430 338 2335 105 766 277 1569 95 1507 117 251 111 140 1390 727 706 81 233 658 588 43 79 67 1334 612 722 193
internal_count=3121 691 615 2430 338 2335 105 766 277 1569 95 1507 117 251 111 140 1390 727 706 81 233 658 588 43 79 67 1334 612 722 193
is_linear=0
shrinkage=0.00196078


Tree=9996
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 4 2 47 4 1 11 1 1 52 2 1 2 1 12 151 0 2 11 0 1 52 48 48 4
split_gain=6.89126 1.09677 0.717781 0.591133 0.480709 0.365013 0.239985 0.217943 0.211069 0.194963 0.178067 0.146404 0.100026 0.0905026 0.0889921 0.0712716 0.0568119 0.0979023 0.0711937 0.0532215 0.0500845 0.0448739 0.0429019 0.0410992 0.0362758 0.0361936 0.036083 0.0516342 0.0479108 0.0358684
threshold=0.104035 -0.40967499999999996 0.13075500000000004 1.0000000180025095e-35 0.088725000000000012 0.13501500000000002 0.27834500000000006 0.089885000000000007 0.13082500000000002 0.40473500000000007 0.09253500000000002 1.0000000180025095e-35 0.087135000000000004 0.15799000000000005 -0.56176499999999996 0.14122000000000004 0.089770000000000016 0.09678500000000001 1.0000000180025095e-35 0.085355000000000014 -0.088784999999999989 -0.10474999999999998 0.095545000000000005 1.0000000180025095e-35 -0.082084999999999977 0.11588000000000001 -0.080114999999999978 0.093015000000000014 0.085130000000000025 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 15 6 7 11 13 25 -5 12 -1 21 -9 20 18 -18 22 -14 -3 -4 -16 -20 -23 -6 28 -28 -22 -19
right_child=1 2 8 10 9 -7 -8 14 -10 -11 -12 -13 19 -15 16 -17 17 29 23 -21 26 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00053572862011775789 0.00050237077712182287 0.00033272624664081659 0.00021803442585637898 0.00046415470192486029 0.0005021801832315524 0.00033901437369077857 0.00030798317972755755 0.00057645560642708609 0.00031185715776921839 0.00028537951083263037 0.00028707103236869986 0.00062213387484040766 0.00044194094092981913 5.2024028433554639e-05 0.00050279046032155586 0.00015936848594277512 0.00031943506731657811 0.00053822128982042457 0.00050885147188140564 0.00050767078977711187 0.00014567911248718798 8.512110035035319e-05 0.00047184620243127996 0.00061942820370294686 0.00016267725702403754 0.00041976679043442594 0.00029412679920394686 0.00020945086837343961 0.00026300373948270493 0.00043064702083082761
leaf_weight=934 76 40 41 34 42 48 22 43 33 34 61 62 55 35 295 25 21 22 28 341 23 31 414 24 92 40 110 37 32 26
leaf_count=934 76 40 41 34 42 48 22 43 33 34 61 62 55 35 295 25 21 22 28 341 23 31 414 24 92 40 110 37 32 26
internal_value=0 0.000280153 0.000252692 0.000502066 0.000304827 0.000508235 0.000511787 0.000513766 0.000166623 0.000410217 0.000350448 0.000528998 0.000524656 0.000142539 0.000489479 0.00025904 0.000484973 0.000431099 0.000489858 0.000498542 0.000269336 0.000161857 0.000484721 0.000559887 0.000143131 0.000461979 0.000256784 0.000272814 0.000213941 0.000479952
internal_weight=0 691 615 2430 383 2335 2287 2265 232 116 95 1392 1330 199 873 267 830 69 761 396 242 164 709 52 123 82 202 147 55 48
internal_count=3121 691 615 2430 383 2335 2287 2265 232 116 95 1392 1330 199 873 267 830 69 761 396 242 164 709 52 123 82 202 147 55 48
is_linear=0
shrinkage=0.00196078


Tree=9997
num_leaves=31
num_cat=0
split_feature=1 4 3 2 15 10 40 96 457 12 133 3 49 12 45 447 160 48 42 42 40 130 15 42 1455 51 2 2 1 1
split_gain=0.130649 0.0353687 0.0235059 0.0214722 0.0247666 0.0213209 0.0187323 0.0178601 0.0192507 0.0174043 0.0169696 0.0151105 0.0144887 0.0129493 0.0124854 0.0140775 0.0122728 0.013013 0.0156393 0.0186968 0.0171692 0.0126996 0.0136554 0.01217 0.0137541 0.0119637 0.0116643 0.028302 0.0218266 0.039391
threshold=0.10124500000000002 -0.036839999999999991 0.149315 0.13622000000000004 -0.079929999999999987 -0.3960249999999999 0.051255000000000002 0.087655000000000025 0.083415000000000017 -1.0000000180025095e-35 0.085635000000000003 0.10732000000000001 -0.079429999999999987 0.092465000000000006 0.081955000000000014 0.089095000000000021 0.055845000000000006 0.12118000000000002 0.09112000000000002 0.082810000000000009 -0.0061149999999999998 -0.010229999999999998 -0.13578499999999996 0.11387000000000001 0.10752500000000002 -0.070629999999999984 0.08647500000000001 0.086675000000000016 0.088485000000000022 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 7 5 -5 11 8 10 -2 16 14 -10 -11 15 23 17 18 19 20 -3 -22 -23 24 26 -20 -1 -28 -29 -30
right_child=1 3 -4 4 -6 -7 -8 -9 12 13 -12 -13 -14 -15 -16 -17 -18 -19 25 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0042318916438470917 0.0017541829525143842 0.0053707959539867171 0.00063288787972520702 0.0045412852335721251 -0.0018436485185072975 0.00096160589777300083 0.00081598337506875399 -0.00031050073933632427 -0.001069915670213168 0.0060397880698749148 0.0013586410340983147 0.0019626726192655043 0.0019627733384259046 0.003852249839907665 0.0062939871970394802 0.0015403386154794136 0.0049592500552535059 0.00061298880483145308 0.0034888207603691389 0.0061595427944818463 0.00036243449896574022 0.0042022602682534075 0.0019938856194910062 0.003107914219920834 0.0059584036522677963 0.00058450099706926662 2.0303129931562581e-05 0.0039386888274692859 -0.00097148263504585409 0.0037254417643947692
leaf_weight=886 25 29 22 20 26 99 20 24 23 43 68 40 50 73 22 25 32 23 23 24 20 56 56 168 35 37 20 1049 26 57
leaf_count=886 25 29 22 20 26 99 20 24 23 43 68 40 50 73 22 25 32 23 23 24 20 56 56 168 35 37 20 1049 26 57
internal_value=0 0.00236447 0.00367303 0.00201481 0.000952344 0.00156323 0.00386334 0.00234612 0.0024907 0.00414737 0.00278496 0.00388952 0.00100727 0.00466315 0.0039232 0.00390019 0.00310826 0.00288725 0.00310075 0.00355576 0.00316761 0.00268358 0.00309807 0.00392651 0.00399285 0.00169782 0.0039591 0.00374929 0.00381517 0.00225412
internal_weight=0 773 163 610 145 119 2348 465 441 141 368 2328 73 116 2288 2266 300 268 245 185 161 132 112 2241 2073 60 2038 1152 1132 83
internal_count=3121 773 163 610 145 119 2348 465 441 141 368 2328 73 116 2288 2266 300 268 245 185 161 132 112 2241 2073 60 2038 1152 1132 83
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=31
num_cat=0
split_feature=4 3 9 123 40 149 10 1 11 15 15 41 14 2 0 457 0 51 12 16 16 40 402 402 1212 12 43 133 13 482
split_gain=0.107653 0.0421409 0.0375058 0.025687 0.0215958 0.0189265 0.0209918 0.0194363 0.0185398 0.0244463 0.0191101 0.0466477 0.025087 0.0186832 0.0181713 0.0225101 0.0253794 0.0351744 0.0172281 0.0165854 0.0151589 0.019571 0.0133559 0.0160216 0.0130356 0.013329 0.0147617 0.0158723 0.0166122 0.0158453
threshold=0.27044500000000005 0.20828500000000003 -1.0000000180025095e-35 0.083965000000000012 0.051255000000000002 0.07770500000000001 -0.079859999999999987 0.086920000000000011 1.0000000180025095e-35 -0.097454999999999986 0.040760000000000005 0.07677500000000001 0.078235000000000013 -0.090999999999999984 -0.10224499999999999 0.29113500000000009 -0.15350499999999997 0.0053700000000000006 0.087625000000000022 -0.062804999999999986 -0.13088499999999997 -0.013874999999999998 0.13924000000000003 0.086535000000000015 0.10610000000000001 0.087505000000000013 -0.11720999999999999 0.11524500000000001 0.0036400000000000004 0.089925000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -2 -8 13 -10 11 -11 -12 -4 15 16 -15 20 24 22 -18 -22 23 -20 25 26 -16 28 29 -28
right_child=5 -3 4 -5 -6 -7 7 -9 9 10 12 -13 -14 14 18 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018561289910311728 -0.00086372273090558186 0.0010025215623082242 0.00065406603195394082 0.0027470895563493723 0.00089060396348941142 0.00398015057395116 0.0043960897345602023 0.0013695515400372544 0.0076799096362221812 0.0042984688864931104 0.0082614513557581672 -0.00097726728168449233 0.0039932006645540244 0.0043321122680532028 0.0056260473020572936 -0.0004371230839751661 0.0037657119106883422 -0.001678962428122759 0.0036093103867473973 0.0029530550779831182 0.0032737723611251908 0.00015902123157406767 0.0018056405172602456 0.0052471723278928835 0.0013901426683878527 0.0064022597343533902 0.004090165227663969 0.0014185652675762497 0.0017304665916205578 0.0015734066452401188
leaf_weight=22 39 74 24 27 32 29 23 274 21 83 21 21 40 90 47 21 78 20 550 611 43 38 36 67 20 22 661 27 34 26
leaf_count=22 39 74 24 27 32 29 23 274 21 83 21 21 40 90 47 21 78 20 550 611 43 38 36 67 20 22 661 27 34 26
internal_value=0 0.00335663 0.00342158 0.000680338 0.00347259 0.00152906 0.00131751 0.00160393 0.00350436 0.00446638 0.00405739 0.00323318 0.0054626 0.00343027 0.00345813 0.00271611 0.00296227 0.00227353 0.00356055 0.00332753 0.0027707 0.00181253 0.00367792 0.00378717 0.00391245 0.0039742 0.00390701 0.00379899 0.00388813 0.00399492
internal_weight=0 2756 2682 49 2633 365 336 297 2601 186 165 104 61 2415 2391 290 269 179 2101 1264 159 81 653 617 837 817 795 748 721 687
internal_count=3121 2756 2682 49 2633 365 336 297 2601 186 165 104 61 2415 2391 290 269 179 2101 1264 159 81 653 617 837 817 795 748 721 687
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=31
num_cat=0
split_feature=1 3 12 4 1 3 43 2 4 14 0 2 4 2 12 1 49 39 4 2 4 0 3 16 3 13 2 2 43 0
split_gain=9.1272 1.14549 0.913679 0.598073 0.516692 0.513879 0.360724 0.35241 0.314206 0.257636 0.222409 0.198111 0.188512 0.18627 0.184268 0.158581 0.129338 0.127817 0.119348 0.111615 0.131518 0.107553 0.0962612 0.0940214 0.0904889 0.103927 0.0866175 0.0832535 0.0710695 0.0714533
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.27834500000000006 0.08864000000000001 0.31534000000000006 -0.025214999999999998 0.13501500000000002 0.27834500000000006 0.076175000000000007 -0.23194499999999998 0.11177500000000001 -0.17966999999999997 0.089885000000000007 -0.42850999999999995 0.10124500000000002 -0.012034999999999999 0.096625000000000016 -0.019614999999999997 0.098035000000000011 -0.031404999999999995 -0.081894999999999982 0.0051600000000000005 -0.008904999999999998 -0.14847999999999997 -0.10664 0.10402500000000002 0.15950500000000004 -0.04890499999999999 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 6 17 8 9 13 -1 -8 -6 -4 -7 26 -2 21 -13 20 -12 -3 -22 -20 -15 -26 28 -16 -14 -30
right_child=1 5 7 -5 12 14 11 -9 -10 -11 19 18 15 24 27 -17 -18 -19 23 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00074489423457313984 0.00037302133462884847 0.00018618205368335202 0.00060223335561714584 0.00028876809216492869 0.00056353598163898504 0.00022151467150353753 0.00046661207349404368 0.00039602940616843938 0.00034451403486195439 0.00071492514022592065 0.00063988789342114241 0.00044162481101047172 0.00039380559076865513 0.00062760253552517867 9.8713954326276696e-05 0.0003353851968304371 0.00054699907020585518 0.00014400070576925367 0.00031384396800064151 0.00046886765432840356 0.00056533820346732207 0.00031597616342718112 0.00039649753539147334 0.00017463137756690359 0.00045886676064601129 0.00056194133454789594 0.00033522426497702504 -5.7450266134073865e-05 0.00043863385710148333 0.00057464602646272378
leaf_weight=22 20 45 1245 74 31 35 39 37 20 63 56 20 28 75 35 85 92 63 66 62 37 54 20 26 40 629 21 21 27 33
leaf_count=22 20 45 1245 74 31 35 39 37 20 63 56 20 28 75 35 85 92 63 66 62 37 54 20 26 40 629 21 21 27 33
internal_value=0 0.000298224 0.000569039 0.000425555 0.000485755 0.000239601 0.000277308 0.000585704 0.000589091 0.000591475 0.000559079 0.000346255 0.000421556 0.000587565 0.000109907 0.000398868 0.000515932 0.000213043 0.000304345 0.00053572 0.0005724 0.000256979 0.000506096 0.000274501 0.000563019 0.000555778 0.000448373 4.01524e-05 0.000475375 0.000513441
internal_weight=0 590 2531 186 422 404 313 2109 2072 2052 197 151 225 1989 91 194 112 162 112 175 113 99 57 92 744 669 109 56 88 60
internal_count=3121 590 2531 186 422 404 313 2109 2072 2052 197 151 225 1989 91 194 112 162 112 175 113 99 57 92 744 669 109 56 88 60
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
Column_1=36065
Column_2=34094
Column_4=31221
Column_3=19192
Column_0=18501
Column_12=16691
Column_15=11223
Column_52=10477
Column_16=10226
Column_14=8218
Column_43=7182
Column_13=7088
Column_47=6914
Column_49=5301
Column_123=4651
Column_11=3846
Column_42=3725
Column_48=3586
Column_160=3392
Column_51=3248
Column_150=3173
Column_133=2773
Column_159=2599
Column_10=2420
Column_50=2361
Column_39=1990
Column_475=1858
Column_457=1799
Column_40=1794
Column_151=1766
Column_157=1663
Column_131=1601
Column_132=1442
Column_484=1248
Column_124=1208
Column_44=1067
Column_9=1042
Column_34=1025
Column_41=1008
Column_156=962
Column_402=873
Column_403=807
Column_1429=805
Column_149=770
Column_483=759
Column_1447=706
Column_1212=698
Column_130=673
Column_1375=659
Column_147=626
Column_1456=624
Column_1213=598
Column_158=563
Column_376=550
Column_401=525
Column_474=505
Column_1446=463
Column_148=410
Column_155=410
Column_481=374
Column_45=332
Column_1209=292
Column_31=287
Column_96=267
Column_1455=255
Column_1210=246
Column_400=245
Column_106=243
Column_97=237
Column_394=232
Column_480=232
Column_1420=216
Column_393=215
Column_46=199
Column_456=188
Column_399=176
Column_129=175
Column_33=174
Column_1454=167
Column_1208=164
Column_1453=160
Column_30=154
Column_128=144
Column_454=138
Column_1444=138
Column_447=131
Column_1452=128
Column_1424=125
Column_482=121
Column_472=118
Column_1204=118
Column_479=117
Column_1211=117
Column_455=112
Column_1451=103
Column_1186=102
Column_1427=101
Column_1374=96
Column_1428=93
Column_1443=90
Column_105=89
Column_121=81
Column_1373=76
Column_391=69
Column_1416=68
Column_1348=65
Column_1419=65
Column_8=60
Column_374=46
Column_1185=44
Column_1203=37
Column_152=33
Column_38=32
Column_392=28
Column_448=26
Column_1176=26
Column_473=23
Column_1201=17
Column_1426=17
Column_146=14
Column_1184=12
Column_1177=11
Column_153=10
Column_390=9
Column_471=9
Column_398=8
Column_295=7
Column_1372=7
Column_1371=6
Column_1132=4
Column_120=3
Column_1425=3
Column_1417=2
Column_1445=2
Column_367=1
Column_375=1
Column_453=1
Column_1205=1
Column_1365=1

parameters:
[boosting: dart]
[objective: regression]
[metric: l1,rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 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: 17869]
[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]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[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: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 16083]
[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: ]
[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:null